From e74397354b76d95cb49ee4afc8aee2b3ef809027 Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Sat, 25 Oct 2025 01:25:38 +0800
Subject: [PATCH 01/92] Initial commit

---
 LICENSE | 201 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 201 insertions(+)
 create mode 100644 LICENSE

diff --git a/LICENSE b/LICENSE
new file mode 100644
index 00000000..261eeb9e
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,201 @@
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
+      control with that entity. For the purposes of this definition,
+      "control" means (i) the power, direct or indirect, to cause the
+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
+      source, and configuration files.
+
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
+      and conversions to other media types.
+
+      "Work" shall mean the work of authorship, whether in Source or
+      Object form, made available under the License, as indicated by a
+      copyright notice that is included in or attached to the work
+      (an example is provided in the Appendix below).
+
+      "Derivative Works" shall mean any work, whether in Source or Object
+      form, that is based on (or derived from) the Work and for which the
+      editorial revisions, annotations, elaborations, or other modifications
+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
+      the Work and Derivative Works thereof.
+
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
+      to that Work or Derivative Works thereof, that is intentionally
+      submitted to Licensor for inclusion in the Work by the copyright owner
+      or by an individual or Legal Entity authorized to submit on behalf of
+      the copyright owner. For the purposes of this definition, "submitted"
+      means any form of electronic, verbal, or written communication sent
+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
+      and issue tracking systems that are managed by, or on behalf of, the
+      Licensor for the purpose of discussing and improving the Work, but
+      excluding communication that is conspicuously marked or otherwise
+      designated in writing by the copyright owner as "Not a Contribution."
+
+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
+
+   2. Grant of Copyright License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      copyright license to reproduce, prepare Derivative Works of,
+      publicly display, publicly perform, sublicense, and distribute the
+      Work and such Derivative Works in Source or Object form.
+
+   3. Grant of Patent License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      (except as stated in this section) patent license to make, have made,
+      use, offer to sell, sell, import, and otherwise transfer the Work,
+      where such license applies only to those patent claims licensable
+      by such Contributor that are necessarily infringed by their
+      Contribution(s) alone or by combination of their Contribution(s)
+      with the Work to which such Contribution(s) was submitted. If You
+      institute patent litigation against any entity (including a
+      cross-claim or counterclaim in a lawsuit) alleging that the Work
+      or a Contribution incorporated within the Work constitutes direct
+      or contributory patent infringement, then any patent licenses
+      granted to You under this License for that Work shall terminate
+      as of the date such litigation is filed.
+
+   4. Redistribution. You may reproduce and distribute copies of the
+      Work or Derivative Works thereof in any medium, with or without
+      modifications, and in Source or Object form, provided that You
+      meet the following conditions:
+
+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
+
+      (b) You must cause any modified files to carry prominent notices
+          stating that You changed the files; and
+
+      (c) You must retain, in the Source form of any Derivative Works
+          that You distribute, all copyright, patent, trademark, and
+          attribution notices from the Source form of the Work,
+          excluding those notices that do not pertain to any part of
+          the Derivative Works; and
+
+      (d) If the Work includes a "NOTICE" text file as part of its
+          distribution, then any Derivative Works that You distribute must
+          include a readable copy of the attribution notices contained
+          within such NOTICE file, excluding those notices that do not
+          pertain to any part of the Derivative Works, in at least one
+          of the following places: within a NOTICE text file distributed
+          as part of the Derivative Works; within the Source form or
+          documentation, if provided along with the Derivative Works; or,
+          within a display generated by the Derivative Works, if and
+          wherever such third-party notices normally appear. The contents
+          of the NOTICE file are for informational purposes only and
+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
+          or as an addendum to the NOTICE text from the Work, provided
+          that such additional attribution notices cannot be construed
+          as modifying the License.
+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+      implied, including, without limitation, any warranties or conditions
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright [yyyy] [name of copyright owner]
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.

From 001437a7e1db18994cd57f4f384026adb0c04997 Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Fri, 21 Nov 2025 13:09:04 +0000
Subject: [PATCH 02/92] Init Project (#1)

---
 .github/ISSUE_TEMPLATE/bug.md                 |   46 +
 .github/ISSUE_TEMPLATE/proposal.md            |   26 +
 .github/PULL_REQUEST_TEMPLATE.md              |   54 +
 .gitignore                                    |  222 ++
 .readthedocs.yaml                             |   23 +
 README.md                                     |   45 +
 VERSION                                       |    1 +
 assets/imgs/teaser.jpg                        |  Bin 0 -> 1148574 bytes
 configs/agents/rl/push_cube/gym_config.json   |  129 +
 configs/agents/rl/push_cube/train_config.json |   64 +
 configs/gym/action_bank/conf.json             |  237 ++
 configs/gym/cobotmagic.json                   |  120 +
 configs/gym/dexforce_w1.json                  |  109 +
 configs/gym/pour_water/action_config.json     |  938 +++++++
 configs/gym/pour_water/gym_config.json        |  459 ++++
 .../reality_config_PourWaterW1Single_v3.json  |  582 +++++
 configs/gym/scoop_ice/gym_config.json         |  254 ++
 docs/Makefile                                 |   21 +
 docs/make.bat                                 |   35 +
 docs/requirements.txt                         |    9 +
 docs/source/_templates/module.rst             |   58 +
 ...utils.warp.kernels.reshape_tiled_image.rst |    6 +
 .../embodichain.utils.warp.kernels.rst        |    6 +
 ...chain.utils.warp.kinematics.opw_solver.rst |    6 +
 .../embodichain.utils.warp.kinematics.rst     |    6 +
 ....utils.warp.kinematics.warp_trajectory.rst |    6 +
 .../embodichain/embodichain.agents.rst        |   12 +
 .../embodichain.lab.gym.envs.managers.rst     |  130 +
 .../embodichain/embodichain.lab.gym.envs.rst  |   34 +
 .../embodichain/embodichain.lab.gym.rst       |  153 ++
 .../embodichain/embodichain.lab.gym.utils.rst |   48 +
 .../embodichain/embodichain.lab.rst           |   29 +
 .../embodichain/embodichain.lab.sim.cfg.rst   |   21 +
 .../embodichain.lab.sim.common.rst            |   12 +
 .../embodichain.lab.sim.material.rst          |   14 +
 .../embodichain.lab.sim.objects.rst           |  111 +
 .../embodichain.lab.sim.robots.rst            |    6 +
 .../embodichain/embodichain.lab.sim.rst       |  101 +
 .../embodichain.lab.sim.sensors.rst           |   54 +
 .../embodichain.lab.sim.shapes.rst            |   16 +
 .../embodichain.lab.sim.sim_manager.rst       |   13 +
 .../embodichain.lab.sim.solvers.rst           |   95 +
 .../embodichain/embodichain.lab.sim.types.rst |    6 +
 .../embodichain.lab.sim.utility.rst           |   31 +
 .../embodichain/embodichain.toolkits.rst      |   29 +
 .../embodichain/embodichain.utils.rst         |  100 +
 .../embodichain.utils.warp.kinematics.rst     |   37 +
 .../embodichain/embodichain.utils.warp.rst    |   27 +
 docs/source/api_reference/index.rst           |   19 +
 docs/source/conf.py                           |   66 +
 docs/source/index.rst                         |   50 +
 docs/source/introduction.rst                  |   58 +
 docs/source/overview/gym/index.rst            |    5 +
 docs/source/overview/rl/algorithm.md          |   67 +
 docs/source/overview/rl/buffer.md             |   65 +
 docs/source/overview/rl/config.md             |   55 +
 docs/source/overview/rl/index.rst             |   80 +
 docs/source/overview/rl/models.md             |   50 +
 docs/source/overview/rl/train_script.md       |   48 +
 docs/source/overview/rl/trainer.md            |   53 +
 docs/source/overview/sim/index.rst            |   23 +
 docs/source/overview/sim/planners/index.rst   |   36 +
 .../overview/sim/planners/motion_generator.md |  142 ++
 .../overview/sim/planners/toppra_planner.md   |   58 +
 .../sim/planners/trajectory_sample_method.md  |   17 +
 .../sim/solvers/differential_solver.md        |   99 +
 docs/source/overview/sim/solvers/index.rst    |   96 +
 .../source/overview/sim/solvers/opw_solver.md |  111 +
 .../overview/sim/solvers/pink_solver.md       |  103 +
 .../overview/sim/solvers/pinocchio_solver.md  |   94 +
 .../overview/sim/solvers/pytorch_solver.md    |  112 +
 .../source/overview/sim/solvers/srs_solver.md |  133 +
 docs/source/overview/vla/index.rst            |    2 +
 docs/source/quick_start/docs.md               |   18 +
 docs/source/quick_start/install.md            |   71 +
 docs/source/resources/roadmap.md              |   25 +
 docs/source/resources/robot/cobotmagic.md     |  112 +
 docs/source/resources/robot/dexforce_w1.md    |   54 +
 docs/source/resources/robot/index.rst         |    9 +
 docs/source/resources/task/index.rst          |    7 +
 docs/source/resources/task/pour_water.md      |    3 +
 docs/source/tutorial/basic_env.rst            |  185 ++
 docs/source/tutorial/create_scene.rst         |   93 +
 docs/source/tutorial/create_softbody.rst      |   68 +
 docs/source/tutorial/gizmo.rst                |  270 ++
 docs/source/tutorial/index.rst                |   19 +
 docs/source/tutorial/modular_env.rst          |  237 ++
 docs/source/tutorial/motion_gen.rst           |  134 +
 docs/source/tutorial/rigid_object_group.rst   |   52 +
 docs/source/tutorial/rl.rst                   |  365 +++
 docs/source/tutorial/robot.rst                |  143 ++
 docs/source/tutorial/sensor.rst               |  118 +
 docs/source/tutorial/solver.rst               |  114 +
 docs/sync_readme.py                           |   30 +
 embodichain/__init__.py                       |   32 +
 embodichain/agents/rl/algo/__init__.py        |   52 +
 embodichain/agents/rl/algo/base.py            |   52 +
 embodichain/agents/rl/algo/ppo.py             |  184 ++
 embodichain/agents/rl/buffer/__init__.py      |   19 +
 .../agents/rl/buffer/rollout_buffer.py        |  106 +
 embodichain/agents/rl/models/__init__.py      |  101 +
 embodichain/agents/rl/models/actor_critic.py  |   96 +
 embodichain/agents/rl/models/mlp.py           |  121 +
 embodichain/agents/rl/models/policy.py        |   94 +
 embodichain/agents/rl/train.py                |  270 ++
 embodichain/agents/rl/utils/__init__.py       |   21 +
 embodichain/agents/rl/utils/config.py         |   29 +
 embodichain/agents/rl/utils/trainer.py        |  265 ++
 embodichain/data/__init__.py                  |   35 +
 embodichain/data/assets/__init__.py           |   23 +
 embodichain/data/assets/demo_assets.py        |   46 +
 embodichain/data/assets/eef_assets.py         |  264 ++
 embodichain/data/assets/materials.py          |  107 +
 embodichain/data/assets/obj_assets.py         |  215 ++
 embodichain/data/assets/robot_assets.py       |  463 ++++
 embodichain/data/assets/scene_assets.py       |   63 +
 embodichain/data/assets/w1_assets.py          |  210 ++
 embodichain/data/constants.py                 |   21 +
 embodichain/data/data_engine/__init__.py      |   15 +
 .../data/data_engine/data_dict_extractor.py   | 1135 +++++++++
 .../data/data_engine/datasets/vla_datasets.py |  521 ++++
 embodichain/data/data_engine/online/engine.py |  525 ++++
 embodichain/data/data_engine/online/enum.py   |   34 +
 .../data_engine/online/online_generator.py    |  191 ++
 embodichain/data/data_engine/unified_state.py |  381 +++
 embodichain/data/dataset.py                   |  170 ++
 embodichain/data/enum.py                      |  349 +++
 embodichain/data/global_indices.py            |  132 +
 embodichain/data/global_mapping.py            |  161 ++
 embodichain/lab/__init__.py                   |   19 +
 embodichain/lab/devices/__init__.py           |   17 +
 embodichain/lab/devices/device.py             |   44 +
 embodichain/lab/gym/__init__.py               |   18 +
 embodichain/lab/gym/envs/__init__.py          |   31 +
 .../envs/action_bank/configurable_action.py   | 1472 +++++++++++
 embodichain/lab/gym/envs/action_bank/utils.py |   69 +
 embodichain/lab/gym/envs/base_env.py          |  506 ++++
 embodichain/lab/gym/envs/embodied_env.py      |  506 ++++
 embodichain/lab/gym/envs/managers/__init__.py |   20 +
 embodichain/lab/gym/envs/managers/cfg.py      |  311 +++
 .../lab/gym/envs/managers/event_manager.py    |  353 +++
 embodichain/lab/gym/envs/managers/events.py   |  610 +++++
 .../lab/gym/envs/managers/manager_base.py     |  408 +++
 .../gym/envs/managers/observation_manager.py  |  213 ++
 .../lab/gym/envs/managers/observations.py     |  615 +++++
 .../envs/managers/randomization/__init__.py   |   22 +
 .../envs/managers/randomization/rendering.py  |  469 ++++
 .../envs/managers/randomization/spatial.py    |  261 ++
 embodichain/lab/gym/envs/managers/record.py   |  237 ++
 embodichain/lab/gym/envs/object/__init__.py   |   17 +
 embodichain/lab/gym/envs/object/geometry.py   |  138 +
 embodichain/lab/gym/envs/rl_env_cfg.py        |   33 +
 embodichain/lab/gym/envs/tasks/rl/__init__.py |   32 +
 .../lab/gym/envs/tasks/rl/push_cube.py        |  227 ++
 .../lab/gym/envs/tasks/tableware/__init__.py  |    0
 .../tasks/tableware/pour_water/__init__.py    |    0
 .../tasks/tableware/pour_water/action_bank.py |  233 ++
 .../tasks/tableware/pour_water/pour_water.py  |  147 ++
 .../lab/gym/envs/tasks/tableware/scoop_ice.py |  214 ++
 embodichain/lab/gym/envs/wrapper/__init__.py  |   17 +
 embodichain/lab/gym/envs/wrapper/no_fail.py   |   31 +
 embodichain/lab/gym/utils/__init__.py         |   15 +
 embodichain/lab/gym/utils/gym_utils.py        |  617 +++++
 embodichain/lab/gym/utils/misc.py             | 1564 ++++++++++++
 embodichain/lab/gym/utils/registration.py     |  204 ++
 embodichain/lab/scripts/generate_video.py     |  162 ++
 embodichain/lab/scripts/preview_env.py        |  149 ++
 embodichain/lab/scripts/run_env.py            |  301 +++
 embodichain/lab/sim/__init__.py               |   19 +
 embodichain/lab/sim/cfg.py                    | 1051 ++++++++
 embodichain/lab/sim/common.py                 |  105 +
 embodichain/lab/sim/material.py               |  386 +++
 embodichain/lab/sim/objects/__init__.py       |   28 +
 embodichain/lab/sim/objects/articulation.py   | 1487 +++++++++++
 embodichain/lab/sim/objects/gizmo.py          |  545 ++++
 embodichain/lab/sim/objects/light.py          |  281 ++
 embodichain/lab/sim/objects/rigid_object.py   |  667 +++++
 .../lab/sim/objects/rigid_object_group.py     |  513 ++++
 embodichain/lab/sim/objects/robot.py          |  653 +++++
 embodichain/lab/sim/objects/soft_object.py    |  376 +++
 embodichain/lab/sim/planners/base_planner.py  |  201 ++
 .../lab/sim/planners/motion_generator.py      |  604 +++++
 .../lab/sim/planners/toppra_planner.py        |  172 ++
 embodichain/lab/sim/planners/utils.py         |   54 +
 embodichain/lab/sim/robots/__init__.py        |   18 +
 embodichain/lab/sim/robots/cobotmagic.py      |  227 ++
 .../lab/sim/robots/dexforce_w1/__init__.py    |   17 +
 embodichain/lab/sim/robots/dexforce_w1/cfg.py |  341 +++
 .../lab/sim/robots/dexforce_w1/params.py      |  269 ++
 .../lab/sim/robots/dexforce_w1/types.py       |   66 +
 .../lab/sim/robots/dexforce_w1/utils.py       |  746 ++++++
 embodichain/lab/sim/sensors/__init__.py       |   19 +
 embodichain/lab/sim/sensors/base_sensor.py    |  175 ++
 embodichain/lab/sim/sensors/camera.py         |  537 ++++
 embodichain/lab/sim/sensors/stereo.py         |  538 ++++
 embodichain/lab/sim/shapes.py                 |  144 ++
 embodichain/lab/sim/sim_manager.py            | 1486 +++++++++++
 embodichain/lab/sim/solvers/__init__.py       |   23 +
 embodichain/lab/sim/solvers/base_solver.py    |  457 ++++
 .../lab/sim/solvers/differential_solver.py    |  424 +++
 .../sim/solvers/null_space_posture_task.py    |  270 ++
 embodichain/lab/sim/solvers/opw_solver.py     |  734 ++++++
 embodichain/lab/sim/solvers/pink_solver.py    |  417 +++
 .../lab/sim/solvers/pinocchio_solver.py       |  644 +++++
 embodichain/lab/sim/solvers/pytorch_solver.py |  603 +++++
 .../lab/sim/solvers/qpos_seed_sampler.py      |   88 +
 embodichain/lab/sim/solvers/srs_solver.py     | 1222 +++++++++
 embodichain/lab/sim/types.py                  |   28 +
 embodichain/lab/sim/utility/__init__.py       |   19 +
 embodichain/lab/sim/utility/action_utils.py   |  337 +++
 embodichain/lab/sim/utility/gizmo_utils.py    |   46 +
 embodichain/lab/sim/utility/import_utils.py   |  125 +
 embodichain/lab/sim/utility/io_utils.py       |   26 +
 embodichain/lab/sim/utility/mesh_utils.py     |  208 ++
 embodichain/lab/sim/utility/sim_utils.py      |  286 +++
 embodichain/lab/sim/utility/solver_utils.py   |  111 +
 embodichain/lab/sim/utility/tensor.py         |   55 +
 embodichain/toolkits/__init__.py              |   15 +
 .../toolkits/graspkit/pg_grasp/__init__.py    |   21 +
 .../toolkits/graspkit/pg_grasp/antipodal.py   |  671 +++++
 .../graspkit/pg_grasp/cone_sampler.py         |  121 +
 .../toolkits/urdf_assembly/__init__.py        |   18 +
 .../toolkits/urdf_assembly/component.py       |  342 +++
 .../toolkits/urdf_assembly/connection.py      |  212 ++
 .../toolkits/urdf_assembly/file_writer.py     |  211 ++
 .../toolkits/urdf_assembly/logging_utils.py   |  131 +
 embodichain/toolkits/urdf_assembly/mesh.py    |  190 ++
 embodichain/toolkits/urdf_assembly/sensor.py  |  957 +++++++
 .../toolkits/urdf_assembly/signature.py       |  204 ++
 .../urdf_assembly/urdf_assembly_manager.py    |  783 ++++++
 embodichain/toolkits/urdf_assembly/utils.py   |   30 +
 embodichain/utils/__init__.py                 |   59 +
 embodichain/utils/cfg.py                      |  598 +++++
 embodichain/utils/configclass.py              |  616 +++++
 embodichain/utils/device_utils.py             |   39 +
 embodichain/utils/file.py                     |   54 +
 embodichain/utils/img_utils.py                |  154 ++
 embodichain/utils/logger.py                   |   74 +
 embodichain/utils/math.py                     | 2269 +++++++++++++++++
 embodichain/utils/module_utils.py             |  217 ++
 embodichain/utils/string.py                   |  336 +++
 embodichain/utils/utility.py                  |  650 +++++
 embodichain/utils/visualizer.py               |  568 +++++
 embodichain/utils/warp/__init__.py            |   32 +
 embodichain/utils/warp/kernels.py             |   93 +
 embodichain/utils/warp/kinematics/__init__.py |   19 +
 .../utils/warp/kinematics/interpolate.py      |  172 ++
 .../utils/warp/kinematics/opw_solver.py       |  500 ++++
 .../utils/warp/kinematics/srs_solver.py       |  789 ++++++
 .../utils/warp/kinematics/warp_trajectory.py  |  180 ++
 examples/gym/pour_water.sh                    |    3 +
 examples/gym/run_scoop_ice.sh                 |    1 +
 examples/sim/demo/grasp_cup_to_caffe.py       |  469 ++++
 examples/sim/demo/press_softbody.py           |  261 ++
 examples/sim/demo/scoop_ice.py                |  569 +++++
 examples/sim/gizmo/gizmo_camera.py            |  236 ++
 examples/sim/gizmo/gizmo_object.py            |  175 ++
 examples/sim/gizmo/gizmo_robot.py             |  158 ++
 examples/sim/gizmo/gizmo_scene.py             |  263 ++
 examples/sim/gizmo/gizmo_w1.py                |  188 ++
 examples/sim/planners/motion_generator.py     |  146 ++
 examples/sim/scene/scene_demo.py              |  195 ++
 examples/sim/sensors/batch_camera.py          |  145 ++
 examples/sim/solvers/differential_solver.py   |  250 ++
 examples/sim/solvers/opw_solver.py            |  195 ++
 examples/sim/solvers/pink_solver.py           |  177 ++
 examples/sim/solvers/pinocchio_solver.py      |  127 +
 examples/sim/solvers/pytorch_solver.py        |  226 ++
 examples/sim/solvers/srs_solver.py            |   85 +
 pyproject.toml                                |   74 +
 scripts/benchmark/opw_solver.py               |  155 ++
 scripts/tutorials/gym/modular_env.py          |  216 ++
 scripts/tutorials/gym/random_reach.py         |  170 ++
 .../sim/create_rigid_object_group.py          |  170 ++
 scripts/tutorials/sim/create_robot.py         |  218 ++
 scripts/tutorials/sim/create_scene.py         |  149 ++
 scripts/tutorials/sim/create_sensor.py        |  346 +++
 scripts/tutorials/sim/create_softbody.py      |  161 ++
 scripts/tutorials/sim/gizmo_robot.py          |  158 ++
 setup.py                                      |  123 +
 tests/common.py                               |   63 +
 tests/datasets/run_pourwater_env_offline.py   |  107 +
 tests/datasets/test_configurable_action.py    |  246 ++
 tests/datasets/test_online_training.py        |  102 +
 tests/gym/envs/test_base_env.py               |  182 ++
 tests/gym/envs/test_embodied_env.py           |  163 ++
 tests/sim/objects/test_articulation.py        |  198 ++
 tests/sim/objects/test_light.py               |  155 ++
 tests/sim/objects/test_rigid_object.py        |  280 ++
 tests/sim/objects/test_rigid_object_group.py  |  132 +
 tests/sim/objects/test_robot.py               |  264 ++
 tests/sim/objects/test_soft_object.py         |  105 +
 tests/sim/planners/test_motion_generator.py   |  251 ++
 tests/sim/sensors/test_camera.py              |  153 ++
 tests/sim/sensors/test_stereo.py              |  155 ++
 tests/sim/solvers/test_differential_solver.py |  142 ++
 tests/sim/solvers/test_opw_solver.py          |  139 +
 tests/sim/solvers/test_pink_solver.py         |  146 ++
 tests/sim/solvers/test_pinocchio_solver.py    |  126 +
 tests/sim/solvers/test_pytorch_solver.py      |  130 +
 tests/sim/solvers/test_srs_solver.py          |  307 +++
 tests/sim/test_sim_manager.py                 |   63 +
 tests/toolkits/test_pg_grasp.py               |   96 +
 tests/unitest.sh                              |   93 +
 304 files changed, 63895 insertions(+)
 create mode 100644 .github/ISSUE_TEMPLATE/bug.md
 create mode 100644 .github/ISSUE_TEMPLATE/proposal.md
 create mode 100644 .github/PULL_REQUEST_TEMPLATE.md
 create mode 100644 .gitignore
 create mode 100644 .readthedocs.yaml
 create mode 100644 README.md
 create mode 100644 VERSION
 create mode 100644 assets/imgs/teaser.jpg
 create mode 100644 configs/agents/rl/push_cube/gym_config.json
 create mode 100644 configs/agents/rl/push_cube/train_config.json
 create mode 100644 configs/gym/action_bank/conf.json
 create mode 100644 configs/gym/cobotmagic.json
 create mode 100644 configs/gym/dexforce_w1.json
 create mode 100644 configs/gym/pour_water/action_config.json
 create mode 100644 configs/gym/pour_water/gym_config.json
 create mode 100644 configs/gym/real2sim/reality_config_PourWaterW1Single_v3.json
 create mode 100644 configs/gym/scoop_ice/gym_config.json
 create mode 100644 docs/Makefile
 create mode 100644 docs/make.bat
 create mode 100644 docs/requirements.txt
 create mode 100644 docs/source/_templates/module.rst
 create mode 100644 docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kernels.reshape_tiled_image.rst
 create mode 100644 docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kernels.rst
 create mode 100644 docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kinematics.opw_solver.rst
 create mode 100644 docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kinematics.rst
 create mode 100644 docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kinematics.warp_trajectory.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.agents.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.lab.gym.envs.managers.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.lab.gym.envs.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.lab.gym.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.lab.gym.utils.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.lab.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.lab.sim.cfg.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.lab.sim.common.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.lab.sim.material.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.lab.sim.objects.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.lab.sim.robots.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.lab.sim.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.lab.sim.sensors.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.lab.sim.shapes.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.lab.sim.sim_manager.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.lab.sim.solvers.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.lab.sim.types.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.lab.sim.utility.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.toolkits.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.utils.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.utils.warp.kinematics.rst
 create mode 100644 docs/source/api_reference/embodichain/embodichain.utils.warp.rst
 create mode 100644 docs/source/api_reference/index.rst
 create mode 100644 docs/source/conf.py
 create mode 100644 docs/source/index.rst
 create mode 100644 docs/source/introduction.rst
 create mode 100644 docs/source/overview/gym/index.rst
 create mode 100644 docs/source/overview/rl/algorithm.md
 create mode 100644 docs/source/overview/rl/buffer.md
 create mode 100644 docs/source/overview/rl/config.md
 create mode 100644 docs/source/overview/rl/index.rst
 create mode 100644 docs/source/overview/rl/models.md
 create mode 100644 docs/source/overview/rl/train_script.md
 create mode 100644 docs/source/overview/rl/trainer.md
 create mode 100644 docs/source/overview/sim/index.rst
 create mode 100644 docs/source/overview/sim/planners/index.rst
 create mode 100644 docs/source/overview/sim/planners/motion_generator.md
 create mode 100644 docs/source/overview/sim/planners/toppra_planner.md
 create mode 100644 docs/source/overview/sim/planners/trajectory_sample_method.md
 create mode 100644 docs/source/overview/sim/solvers/differential_solver.md
 create mode 100644 docs/source/overview/sim/solvers/index.rst
 create mode 100644 docs/source/overview/sim/solvers/opw_solver.md
 create mode 100644 docs/source/overview/sim/solvers/pink_solver.md
 create mode 100644 docs/source/overview/sim/solvers/pinocchio_solver.md
 create mode 100644 docs/source/overview/sim/solvers/pytorch_solver.md
 create mode 100644 docs/source/overview/sim/solvers/srs_solver.md
 create mode 100644 docs/source/overview/vla/index.rst
 create mode 100644 docs/source/quick_start/docs.md
 create mode 100644 docs/source/quick_start/install.md
 create mode 100644 docs/source/resources/roadmap.md
 create mode 100644 docs/source/resources/robot/cobotmagic.md
 create mode 100644 docs/source/resources/robot/dexforce_w1.md
 create mode 100644 docs/source/resources/robot/index.rst
 create mode 100644 docs/source/resources/task/index.rst
 create mode 100644 docs/source/resources/task/pour_water.md
 create mode 100644 docs/source/tutorial/basic_env.rst
 create mode 100644 docs/source/tutorial/create_scene.rst
 create mode 100644 docs/source/tutorial/create_softbody.rst
 create mode 100644 docs/source/tutorial/gizmo.rst
 create mode 100644 docs/source/tutorial/index.rst
 create mode 100644 docs/source/tutorial/modular_env.rst
 create mode 100644 docs/source/tutorial/motion_gen.rst
 create mode 100644 docs/source/tutorial/rigid_object_group.rst
 create mode 100644 docs/source/tutorial/rl.rst
 create mode 100644 docs/source/tutorial/robot.rst
 create mode 100644 docs/source/tutorial/sensor.rst
 create mode 100644 docs/source/tutorial/solver.rst
 create mode 100644 docs/sync_readme.py
 create mode 100644 embodichain/__init__.py
 create mode 100644 embodichain/agents/rl/algo/__init__.py
 create mode 100644 embodichain/agents/rl/algo/base.py
 create mode 100644 embodichain/agents/rl/algo/ppo.py
 create mode 100644 embodichain/agents/rl/buffer/__init__.py
 create mode 100644 embodichain/agents/rl/buffer/rollout_buffer.py
 create mode 100644 embodichain/agents/rl/models/__init__.py
 create mode 100644 embodichain/agents/rl/models/actor_critic.py
 create mode 100644 embodichain/agents/rl/models/mlp.py
 create mode 100644 embodichain/agents/rl/models/policy.py
 create mode 100644 embodichain/agents/rl/train.py
 create mode 100644 embodichain/agents/rl/utils/__init__.py
 create mode 100644 embodichain/agents/rl/utils/config.py
 create mode 100644 embodichain/agents/rl/utils/trainer.py
 create mode 100644 embodichain/data/__init__.py
 create mode 100644 embodichain/data/assets/__init__.py
 create mode 100644 embodichain/data/assets/demo_assets.py
 create mode 100644 embodichain/data/assets/eef_assets.py
 create mode 100644 embodichain/data/assets/materials.py
 create mode 100644 embodichain/data/assets/obj_assets.py
 create mode 100644 embodichain/data/assets/robot_assets.py
 create mode 100644 embodichain/data/assets/scene_assets.py
 create mode 100644 embodichain/data/assets/w1_assets.py
 create mode 100644 embodichain/data/constants.py
 create mode 100644 embodichain/data/data_engine/__init__.py
 create mode 100644 embodichain/data/data_engine/data_dict_extractor.py
 create mode 100644 embodichain/data/data_engine/datasets/vla_datasets.py
 create mode 100644 embodichain/data/data_engine/online/engine.py
 create mode 100644 embodichain/data/data_engine/online/enum.py
 create mode 100644 embodichain/data/data_engine/online/online_generator.py
 create mode 100644 embodichain/data/data_engine/unified_state.py
 create mode 100644 embodichain/data/dataset.py
 create mode 100644 embodichain/data/enum.py
 create mode 100644 embodichain/data/global_indices.py
 create mode 100644 embodichain/data/global_mapping.py
 create mode 100644 embodichain/lab/__init__.py
 create mode 100644 embodichain/lab/devices/__init__.py
 create mode 100644 embodichain/lab/devices/device.py
 create mode 100644 embodichain/lab/gym/__init__.py
 create mode 100644 embodichain/lab/gym/envs/__init__.py
 create mode 100644 embodichain/lab/gym/envs/action_bank/configurable_action.py
 create mode 100644 embodichain/lab/gym/envs/action_bank/utils.py
 create mode 100644 embodichain/lab/gym/envs/base_env.py
 create mode 100644 embodichain/lab/gym/envs/embodied_env.py
 create mode 100644 embodichain/lab/gym/envs/managers/__init__.py
 create mode 100644 embodichain/lab/gym/envs/managers/cfg.py
 create mode 100644 embodichain/lab/gym/envs/managers/event_manager.py
 create mode 100644 embodichain/lab/gym/envs/managers/events.py
 create mode 100644 embodichain/lab/gym/envs/managers/manager_base.py
 create mode 100644 embodichain/lab/gym/envs/managers/observation_manager.py
 create mode 100644 embodichain/lab/gym/envs/managers/observations.py
 create mode 100644 embodichain/lab/gym/envs/managers/randomization/__init__.py
 create mode 100644 embodichain/lab/gym/envs/managers/randomization/rendering.py
 create mode 100644 embodichain/lab/gym/envs/managers/randomization/spatial.py
 create mode 100644 embodichain/lab/gym/envs/managers/record.py
 create mode 100644 embodichain/lab/gym/envs/object/__init__.py
 create mode 100644 embodichain/lab/gym/envs/object/geometry.py
 create mode 100644 embodichain/lab/gym/envs/rl_env_cfg.py
 create mode 100644 embodichain/lab/gym/envs/tasks/rl/__init__.py
 create mode 100644 embodichain/lab/gym/envs/tasks/rl/push_cube.py
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/__init__.py
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/pour_water/__init__.py
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/pour_water/action_bank.py
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/pour_water/pour_water.py
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/scoop_ice.py
 create mode 100644 embodichain/lab/gym/envs/wrapper/__init__.py
 create mode 100644 embodichain/lab/gym/envs/wrapper/no_fail.py
 create mode 100644 embodichain/lab/gym/utils/__init__.py
 create mode 100644 embodichain/lab/gym/utils/gym_utils.py
 create mode 100644 embodichain/lab/gym/utils/misc.py
 create mode 100644 embodichain/lab/gym/utils/registration.py
 create mode 100644 embodichain/lab/scripts/generate_video.py
 create mode 100644 embodichain/lab/scripts/preview_env.py
 create mode 100644 embodichain/lab/scripts/run_env.py
 create mode 100644 embodichain/lab/sim/__init__.py
 create mode 100644 embodichain/lab/sim/cfg.py
 create mode 100644 embodichain/lab/sim/common.py
 create mode 100644 embodichain/lab/sim/material.py
 create mode 100644 embodichain/lab/sim/objects/__init__.py
 create mode 100644 embodichain/lab/sim/objects/articulation.py
 create mode 100644 embodichain/lab/sim/objects/gizmo.py
 create mode 100644 embodichain/lab/sim/objects/light.py
 create mode 100644 embodichain/lab/sim/objects/rigid_object.py
 create mode 100644 embodichain/lab/sim/objects/rigid_object_group.py
 create mode 100644 embodichain/lab/sim/objects/robot.py
 create mode 100644 embodichain/lab/sim/objects/soft_object.py
 create mode 100644 embodichain/lab/sim/planners/base_planner.py
 create mode 100644 embodichain/lab/sim/planners/motion_generator.py
 create mode 100644 embodichain/lab/sim/planners/toppra_planner.py
 create mode 100644 embodichain/lab/sim/planners/utils.py
 create mode 100644 embodichain/lab/sim/robots/__init__.py
 create mode 100644 embodichain/lab/sim/robots/cobotmagic.py
 create mode 100644 embodichain/lab/sim/robots/dexforce_w1/__init__.py
 create mode 100644 embodichain/lab/sim/robots/dexforce_w1/cfg.py
 create mode 100644 embodichain/lab/sim/robots/dexforce_w1/params.py
 create mode 100644 embodichain/lab/sim/robots/dexforce_w1/types.py
 create mode 100644 embodichain/lab/sim/robots/dexforce_w1/utils.py
 create mode 100644 embodichain/lab/sim/sensors/__init__.py
 create mode 100644 embodichain/lab/sim/sensors/base_sensor.py
 create mode 100644 embodichain/lab/sim/sensors/camera.py
 create mode 100644 embodichain/lab/sim/sensors/stereo.py
 create mode 100644 embodichain/lab/sim/shapes.py
 create mode 100644 embodichain/lab/sim/sim_manager.py
 create mode 100644 embodichain/lab/sim/solvers/__init__.py
 create mode 100644 embodichain/lab/sim/solvers/base_solver.py
 create mode 100644 embodichain/lab/sim/solvers/differential_solver.py
 create mode 100644 embodichain/lab/sim/solvers/null_space_posture_task.py
 create mode 100644 embodichain/lab/sim/solvers/opw_solver.py
 create mode 100644 embodichain/lab/sim/solvers/pink_solver.py
 create mode 100644 embodichain/lab/sim/solvers/pinocchio_solver.py
 create mode 100644 embodichain/lab/sim/solvers/pytorch_solver.py
 create mode 100644 embodichain/lab/sim/solvers/qpos_seed_sampler.py
 create mode 100644 embodichain/lab/sim/solvers/srs_solver.py
 create mode 100644 embodichain/lab/sim/types.py
 create mode 100644 embodichain/lab/sim/utility/__init__.py
 create mode 100644 embodichain/lab/sim/utility/action_utils.py
 create mode 100644 embodichain/lab/sim/utility/gizmo_utils.py
 create mode 100644 embodichain/lab/sim/utility/import_utils.py
 create mode 100644 embodichain/lab/sim/utility/io_utils.py
 create mode 100644 embodichain/lab/sim/utility/mesh_utils.py
 create mode 100644 embodichain/lab/sim/utility/sim_utils.py
 create mode 100644 embodichain/lab/sim/utility/solver_utils.py
 create mode 100644 embodichain/lab/sim/utility/tensor.py
 create mode 100644 embodichain/toolkits/__init__.py
 create mode 100644 embodichain/toolkits/graspkit/pg_grasp/__init__.py
 create mode 100644 embodichain/toolkits/graspkit/pg_grasp/antipodal.py
 create mode 100644 embodichain/toolkits/graspkit/pg_grasp/cone_sampler.py
 create mode 100644 embodichain/toolkits/urdf_assembly/__init__.py
 create mode 100644 embodichain/toolkits/urdf_assembly/component.py
 create mode 100644 embodichain/toolkits/urdf_assembly/connection.py
 create mode 100644 embodichain/toolkits/urdf_assembly/file_writer.py
 create mode 100644 embodichain/toolkits/urdf_assembly/logging_utils.py
 create mode 100644 embodichain/toolkits/urdf_assembly/mesh.py
 create mode 100644 embodichain/toolkits/urdf_assembly/sensor.py
 create mode 100644 embodichain/toolkits/urdf_assembly/signature.py
 create mode 100644 embodichain/toolkits/urdf_assembly/urdf_assembly_manager.py
 create mode 100644 embodichain/toolkits/urdf_assembly/utils.py
 create mode 100644 embodichain/utils/__init__.py
 create mode 100644 embodichain/utils/cfg.py
 create mode 100644 embodichain/utils/configclass.py
 create mode 100644 embodichain/utils/device_utils.py
 create mode 100644 embodichain/utils/file.py
 create mode 100644 embodichain/utils/img_utils.py
 create mode 100644 embodichain/utils/logger.py
 create mode 100644 embodichain/utils/math.py
 create mode 100644 embodichain/utils/module_utils.py
 create mode 100644 embodichain/utils/string.py
 create mode 100644 embodichain/utils/utility.py
 create mode 100644 embodichain/utils/visualizer.py
 create mode 100644 embodichain/utils/warp/__init__.py
 create mode 100644 embodichain/utils/warp/kernels.py
 create mode 100644 embodichain/utils/warp/kinematics/__init__.py
 create mode 100644 embodichain/utils/warp/kinematics/interpolate.py
 create mode 100644 embodichain/utils/warp/kinematics/opw_solver.py
 create mode 100644 embodichain/utils/warp/kinematics/srs_solver.py
 create mode 100644 embodichain/utils/warp/kinematics/warp_trajectory.py
 create mode 100755 examples/gym/pour_water.sh
 create mode 100755 examples/gym/run_scoop_ice.sh
 create mode 100644 examples/sim/demo/grasp_cup_to_caffe.py
 create mode 100644 examples/sim/demo/press_softbody.py
 create mode 100644 examples/sim/demo/scoop_ice.py
 create mode 100644 examples/sim/gizmo/gizmo_camera.py
 create mode 100644 examples/sim/gizmo/gizmo_object.py
 create mode 100644 examples/sim/gizmo/gizmo_robot.py
 create mode 100644 examples/sim/gizmo/gizmo_scene.py
 create mode 100644 examples/sim/gizmo/gizmo_w1.py
 create mode 100644 examples/sim/planners/motion_generator.py
 create mode 100644 examples/sim/scene/scene_demo.py
 create mode 100644 examples/sim/sensors/batch_camera.py
 create mode 100644 examples/sim/solvers/differential_solver.py
 create mode 100644 examples/sim/solvers/opw_solver.py
 create mode 100644 examples/sim/solvers/pink_solver.py
 create mode 100644 examples/sim/solvers/pinocchio_solver.py
 create mode 100644 examples/sim/solvers/pytorch_solver.py
 create mode 100644 examples/sim/solvers/srs_solver.py
 create mode 100644 pyproject.toml
 create mode 100644 scripts/benchmark/opw_solver.py
 create mode 100644 scripts/tutorials/gym/modular_env.py
 create mode 100644 scripts/tutorials/gym/random_reach.py
 create mode 100644 scripts/tutorials/sim/create_rigid_object_group.py
 create mode 100644 scripts/tutorials/sim/create_robot.py
 create mode 100644 scripts/tutorials/sim/create_scene.py
 create mode 100644 scripts/tutorials/sim/create_sensor.py
 create mode 100644 scripts/tutorials/sim/create_softbody.py
 create mode 100644 scripts/tutorials/sim/gizmo_robot.py
 create mode 100644 setup.py
 create mode 100644 tests/common.py
 create mode 100644 tests/datasets/run_pourwater_env_offline.py
 create mode 100644 tests/datasets/test_configurable_action.py
 create mode 100644 tests/datasets/test_online_training.py
 create mode 100644 tests/gym/envs/test_base_env.py
 create mode 100644 tests/gym/envs/test_embodied_env.py
 create mode 100644 tests/sim/objects/test_articulation.py
 create mode 100644 tests/sim/objects/test_light.py
 create mode 100644 tests/sim/objects/test_rigid_object.py
 create mode 100644 tests/sim/objects/test_rigid_object_group.py
 create mode 100644 tests/sim/objects/test_robot.py
 create mode 100644 tests/sim/objects/test_soft_object.py
 create mode 100644 tests/sim/planners/test_motion_generator.py
 create mode 100644 tests/sim/sensors/test_camera.py
 create mode 100644 tests/sim/sensors/test_stereo.py
 create mode 100644 tests/sim/solvers/test_differential_solver.py
 create mode 100644 tests/sim/solvers/test_opw_solver.py
 create mode 100644 tests/sim/solvers/test_pink_solver.py
 create mode 100644 tests/sim/solvers/test_pinocchio_solver.py
 create mode 100644 tests/sim/solvers/test_pytorch_solver.py
 create mode 100644 tests/sim/solvers/test_srs_solver.py
 create mode 100644 tests/sim/test_sim_manager.py
 create mode 100644 tests/toolkits/test_pg_grasp.py
 create mode 100755 tests/unitest.sh

diff --git a/.github/ISSUE_TEMPLATE/bug.md b/.github/ISSUE_TEMPLATE/bug.md
new file mode 100644
index 00000000..1ed54bc4
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/bug.md
@@ -0,0 +1,46 @@
+---
+name: Bug Report
+about: Submit a bug report
+title: "[Bug Report] Bug title"
+
+---
+
+If you are submitting a bug report, please fill in the following details and use the tag [bug].
+
+### Describe the bug
+
+A clear and concise description of what the bug is.
+
+### Steps to reproduce
+
+Please try to provide a minimal example to reproduce the bug. Error messages and stack traces are also helpful.
+
+<!-- Please post terminal logs, minimal example to reproduce, or command to run under three backticks (```) to allow code formatting.
+
+```
+Paste your error here
+```
+
+For more information on this, check: https://www.markdownguide.org/extended-syntax/#fenced-code-blocks
+
+-->
+
+### System Info
+
+Describe the characteristic of your environment:
+
+<!-- Please complete the following description. -->
+- Commit: [e.g. 8f3b9ca or main branch]
+- OS: [e.g. Ubuntu 22.04]
+- GPU: [e.g. RTX 3060]
+- CUDA: [e.g. 12.8]
+- GPU Driver: [e.g. 570.195.03, this can be seen by using `nvidia-smi` command.]
+
+### Additional context
+
+Add any other context about the problem here.
+
+### Checklist
+
+- [ ] I have checked that there is no similar issue in the repo (**required**)
+
diff --git a/.github/ISSUE_TEMPLATE/proposal.md b/.github/ISSUE_TEMPLATE/proposal.md
new file mode 100644
index 00000000..8b7792a2
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/proposal.md
@@ -0,0 +1,26 @@
+---
+name: Proposal
+about: Propose changes that are not bug fixes
+title: "[Proposal] Proposal title"
+---
+
+
+### Proposal
+
+A clear and concise description of the proposal. In a few sentences, describe the feature and its core capabilities.
+
+### Motivation
+
+Please outline the motivation for the proposal. Summarize the core use cases and user problems and needs you are trying to solve.
+
+Is your feature request related to a problem? e.g.,"I'm always frustrated when [...]".
+
+If this is related to another GitHub issue, please link here too.
+
+### Additional context
+
+Add any other context or screenshots about the feature request here.
+
+### Checklist
+
+- [ ] I have checked that there is no similar issue in the repo (**required**)
diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
new file mode 100644
index 00000000..bcdc2439
--- /dev/null
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -0,0 +1,54 @@
+# Description
+
+<!--
+Thank you for your interest in sending a pull request. Please make sure to check the contribution guidelines.
+
+💡 Please try to keep PRs small and focused. Large PRs are harder to review and merge.
+-->
+
+Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context.
+List any dependencies that are required for this change.
+
+Fixes # (issue)
+
+<!-- As a practice, it is recommended to open an issue to have discussions on the proposed pull request.
+This makes it easier for the community to keep track of what is being developed or added, and if a given feature
+is demanded by more than one party. -->
+
+## Type of change
+
+<!-- As you go through the list, delete the ones that are not applicable. -->
+
+- Bug fix (non-breaking change which fixes an issue)
+- New feature (non-breaking change which adds functionality)
+- Breaking change (existing functionality will not work without user modification)
+- Documentation update
+
+## Screenshots
+
+Please attach before and after screenshots of the change if applicable.
+
+<!--
+Example:
+
+| Before | After |
+| ------ | ----- |
+| _gif/png before_ | _gif/png after_ |
+
+To upload images to a PR -- simply drag and drop an image while in edit mode and it should upload the image directly. You can then paste that source into the above before/after sections.
+-->
+
+## Checklist
+
+- [ ] I have run the `black .` command to format the code base.
+- [ ] I have made corresponding changes to the documentation
+- [ ] I have added tests that prove my fix is effective or that my feature works
+- [ ] Dependencies have been updated, if applicable.
+
+<!--
+As you go through the checklist above, you can mark something as done by putting an x character in it
+
+For example,
+- [x] I have done this task
+- [ ] I have not done this task
+-->
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 00000000..4857c898
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,222 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+#python api built by docs
+# docs/source/api
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+
+# ignore file for vlac demo
+cache
+
+*.filament
+*.filamat
+*.png
+*.tiff
+*.npy
+*.pkl
+*.hdf5
+*.pt
+*.csv
+materials
+
+!embodichain/agents/dexforce_vla/data/empty_lang_embed.pt
+!resources/Arch.png
+embodichain/toolkits/outputs/*
+embodichain/toolkits/outputs/*
+
+embodichain/database/*
+
+3rdparty/
+Log/
+embodichain/deploy/h1/sim/unitree_h1
+embodichain/deploy/inspire/inspire_hand
+embodichain/devices/camera/king_fisher/kingfisher
+
+# tensorboard logs
+embodichain/agents/policy/runs/*
+embodichain/agents/dexrdt/wandb
+*.pth
+outputs
+test_configs/*
+
+wandb/
+embodichain/deploy/mobile_aloha/collect_data/data
+*.mp4
+
+# vscode settings
+.vscode/
+
+# web server backend
+*/backend/datas/
+*/backend/logs/
+*/backend/__pycache__/
+
+# web server frontend
+*/backend/export_datas/
+*/backend/**/__pycache__/
+
+# web server frontend
+!web_server/frontend/**/*
+!web_server/frontend/**/event*
+*/frontend/node_modules
+*/frontend/.DS_Store
+*/frontend/*.local
+*/frontend/.eslintcache
+*/frontend/.stylelintcache
diff --git a/.readthedocs.yaml b/.readthedocs.yaml
new file mode 100644
index 00000000..17245082
--- /dev/null
+++ b/.readthedocs.yaml
@@ -0,0 +1,23 @@
+# Read the Docs configuration file
+# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
+
+# Required
+version: 2
+
+# Set the OS, Python version, and other tools you might need
+build:
+  os: ubuntu-22.04
+  tools:
+    python: "3.10"
+
+# Build documentation in the "docs/" directory with Sphinx
+sphinx:
+   configuration: docs/source/conf.py
+
+# Optionally, but recommended,
+# declare the Python requirements required to build your documentation
+# See https://docs.readthedocs.io/en/stable/guides/reproducible-builds.html
+python:
+   install:
+   - requirements: docs/requirements.txt
+        
\ No newline at end of file
diff --git a/README.md b/README.md
new file mode 100644
index 00000000..61c352a4
--- /dev/null
+++ b/README.md
@@ -0,0 +1,45 @@
+# EmbodiChain
+
+![teaser](assets/imgs/teaser.jpg)
+**📘 [Documentation](http://192.168.3.120/MixedAI/docs_dev/embodichain/index.html)**  
+---
+
+EmbodiChain is an end-to-end, GPU-accelerated framework for Embodied AI. It streamlines research and development by unifying high-performance simulation, real-to-sim data pipelines, modular model architectures, and efficient training workflows. This integration enables rapid experimentation, seamless deployment of intelligent agents, and effective Sim2Real transfer for real-world robotic systems.
+
+> [!NOTE]
+> EmbodiChain is in Alpha and under active development:
+> * More features will be continually added in the coming months.
+> * Since this is an early release, we welcome feedback (bug reports, feature requests, etc.) via GitHub Issues.
+
+
+## Key Features
+
+- **High-Fidelity, GPU-Accelerated Simulation**: Combines realistic physics for both rigid and deformable objects with advanced ray-traced sensor modeling, all accelerated on the GPU for high-throughput batched simulations.
+- **Unified Robot Learning Environment**: Offers standardized interfaces for a wide range of robot learning tasks, including Imitation Learning and Reinforcement Learning.
+- **Scalable Data Pipeline**: Features a comprehensive toolkit for automated data collection, efficient processing, and large-scale data generation to fuel your models.
+- **Efficient Training & Evaluation**: Supports modern training paradigms like online data streaming for Imitation Learning and massively parallel environment rollouts for Reinforcement Learning.
+- **Modular and Extensible**: Designed with modularity in mind to easily integrate new robot platforms, environments, and learning algorithms.
+
+
+## Getting Started
+
+To get started with EmbodiChain, follow these steps:
+
+- [Installation Guide](http://192.168.3.120/MixedAI/docs_dev/embodichain/quick_start/install.html)
+- [Quick Start Tutorial](http://192.168.3.120/MixedAI/docs_dev/embodichain/tutorial/index.html)
+- [API Reference](http://192.168.3.120/MixedAI/docs_dev/embodichain/api_reference/index.html)
+
+
+## Citation
+
+If you use EmbodiChain in your research, please cite our work:
+
+```bibtex
+@misc{EmbodiChain,
+  author = {EmbodiChain Developers},
+  title = {EmbodiChain: An end-to-end, GPU-accelerated, and modular platform for building generalized Embodied Intelligence.},
+  month = {November},
+  year = {2025},
+  url = {https://github.com/DexForce/EmbodiChain}
+}
+```
\ No newline at end of file
diff --git a/VERSION b/VERSION
new file mode 100644
index 00000000..8acdd82b
--- /dev/null
+++ b/VERSION
@@ -0,0 +1 @@
+0.0.1
diff --git a/assets/imgs/teaser.jpg b/assets/imgs/teaser.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..59f12c3d70b7030d2146b17ecb22db2518d19dff
GIT binary patch
literal 1148574
zcmbrlcRZWX+dqC26_lt^wMRv*YK@vfjMgfN*<IDrDm7y(ViX-lY^@Ml#As`@R;zZ!
zXi>CwgHW|&heUkS=kxqt&-2gs_s{oa+*j^%?(4kIyv})FCr6`4)4&M}6LS-Qi3tFh
z7%$*xmTA=7*!YgMEz-o?^3s1Ix&TICQ3e1{FMpJ+sgdNh>o+99)BkzmU))`1Kc9cs
z|4U%#-Tn1XI{*wR{a@1j|J`PHx$o!9NI+(MpeRP>46ytRncww4vfMxU-hX7>e{zt&
zk3S=g^*<S9Z)?nuT^O>Q>;IDP{V&<s2lX#~0wayCr$@lQy#9rMh&k_jIoL6-Y>ba6
z;0M?Orhw7E@-u!jg7<3x(Aoh25axgG-FpcDb+G^-IQ~EPp!op6{R9AN`~T<O|I~@k
zUDVzGQpdvhW`6Jh05<Uez;zt}_yz!g<K}<GF~0sU*d!TIq6}Q#jF&6m0o(^90dv3$
za0bpXBvn8ePysZKCIDkbbN;`De@gz}G%%h%Y5{oISop!3Ag0p*GY=Dphv}#TkYE&o
z6~u^UT>leTj<JH-*a2n`2h(vzg2)p969~l20y@SBpkvGcoQWC4NW;S`1%Ooy+4yYu
zPv7;8VpmNmAfJ@3YW*PqHJaHtrDn?^D09L1-WgdtRJ4$~hUUdfCRbBU?H#T-yFBm<
z%6eV%^Ov02eOLd$nAo`ZwDgSP>b9?gTGuiQ@gHl41Kt#k%s%<hIkd?@AkG*f$NsDM
z{~tu)KM)u&IT-QRc^C-)0c2&oSy-5vPBNl-Sfl`66~kjTcUk#P`$mBo@T$oCtv{rV
zY-cvuPO9BQr9$nZs|79?zh+MxJSB6{*)OKeUhs_igAcQsCJru{#hpjv04IovQB@!w
z01j-`7!_Dg75vBxO*Ho%akF0#4e0S#uO}s4ynp$|uUd=Dn$k-aw$E(S&7o;|oL0<{
z93KpeAY=Sp7o8;@%j8OnZISzpSa&x~S2%cx?w2mm*p;(K7Y3%2>ZP;@tn(kIqcMg$
zP1<^9dY`;wwkHzpi?r?TuDxi<1^-ofQlx-<b|beRt{*cKEwQr0-oExjo*mBNp#+Uo
z^_!au00BI?t=h6l&+=~`7#_x($`chFGz83$J~+uVT!B^}`}AKtM^7MpR<OmISm9}~
zCz7~T1^i)}^sH4@Hbfv`kkOV&&;Us%Hv`^=i#*hA0%6*YDOwUd`*-HaqH%1otWRFQ
zwf>v$!V+sI1!*9dK+HiS1BstjUU9LNTa;XILYbf+7=b{3k=MKRRFVi#C$B(THbEP)
zAOtH)XGJ9~ZPW{;xmamx1V-%l%{j~ZWjKRiSkKA19^4GF#eZ=iO!;L7&2%<20w)!%
zKC#V@LErt+b%if^%qNMx`{xHC{Z}Sx%R`CZo4xVxAW5tS{VQG9h)2MaBY=}s+R{D!
zvwaN<<TJ_E_t@usG0~X|0@idk8V2(|pF9EE(F3<PjFQ53WY5?i0c;cq4&UYUtz!0S
z$Ki^;po{}E5#%l=0du7%JW*yhgNH;iF<oza+G!{W0lhlL!gmB14I&HpM@>O2fKMM5
zi&tQoUf-+MvQB4aW71~7!X(5F-R+X~2ppA_7UA?$Dj~7RF;#)VrcVC&63G+h(gmF~
zAv>Bph5Ji<JL`QkZ<Fl$U2-eOy943SA8x?j5%6Y4oHD^ldOzB&&4PvKzX*+QIDBC~
z$cl3N0q9k7r|ebxz+8gFkkS4#dM1WYXDQ<_IcGs>!9FuBqK+ALJ|Q~XuN-9#oY3s!
z)nsw44w8*gKtBls|NdXufp<fnyf%1kYjSu@LtZaR<U;};HdpAf)2Tw9*uI#`#haGW
zz(8_Wyk5*$cGx*Q*;1VUxXIgO@(M4Q5;&Q%<|@MU>GQM`DPgk@5xyS4!c(OnB-H0u
z4s(@$5An_8Q$WYUnGXCVIE6B378D$#tSo1yUIPwP-c*3S&uzfGr*<;rI!LF|HzkSS
zTd^AvXU6=@Lbz$oZJ;xv2*bT~K+cEBuy8qUC<ykc^9}Hn%R&8toi4GO8xGOxP9>2T
zCXjDN_@H0zraeSC)K&K!qcJ%mK>zCU<(-a-XVlR!W!zzu5qw{!@ZboT{Uo@01eBo9
zJLZrQW1Edy;Z^cFD1$S(oSdt}tmaS<mh)hZNmTsd(6E?mSmL0{Ix{aOun%L1v`gP6
zEt;8|_?0_X^E>2~*+8SsU<omWVgr8F_mSk}$i<=FnW6t_NoLOjNojryi&n7r*bhGp
zyLP*zDA#T$lhCNImaa;$NNuChjT*&I;Ux19l0#m{2C^Wh&P(0?FkF1PJ)63wvHIPe
z;L7>^(b&uLpBHdy-vgdJk+&vmq_4fk=tSqgM&5oNJ_#zsXleuZjU$wffR&;0DAz5W
z=d**j2Mux=COOarI;N<Z=PN%37<M!39<F}NO)gTf_YM|OFf)^UG0!^4O6pyk4fPTD
zYt-{pvgO;QmXrd~rrXMI>-4*uIk=SS&aFjkx!Z!uw(d>*7S#3y-o53LYWNA~IVm|F
zeUOF>lAjRYkXkN2%)mXc9rIL2xKXMvVpNxZG~DURl$MKiok}QMS;#Rr17a=FVRKK?
zo{6tS8g@>5Sp<RVY$z^afs3uq6`Z^$>5jOwuHkXPeRj)W`w1k6NqcI*C@RulYmoB-
z+#jcYcJt4huDkIWyH~<9yUn@$a=zvuVxDAd;!?deSR2djJb#VZ?m}g`CGk^GMRRk-
zJ7X%l?mdnrbZFxxJ7M{s#RXmBw=8Yh`*^Ri?mV&)k_dPwEAiO3eQmj`Teh@Ml@&?Y
zAxnre3$gD2N5J_^Fc-}@(*4XxPhRFwetnX)@|SkwJ@lR;-Z5q-PUZ-x)?6XkxnH~^
zFu54FFF&wN<g6|HWedJ-Y0~Vh^)_iSTu@f_3LurWs~ZgRm8>F_Z8*uHKc`JkjNdYp
z*54fc^G03)tTkA~6s;O~mAgAYs6`SJBqY?bxUqzSXGw&$Mg~rX?rjtBBf885zuk5$
zLjA-v_wOF(60`NhCp!OqYl^26xS5lnXU->o>OHO?v`aizBROts$e}a4b$!o1|1|^?
zdslnHDfk?E<sR9&MDPfBSR*DUz1BQkk*)6}DPB}Q_ONR$xAQSJ3F=(FSEr}ZLfl;4
zpd>Yd&!?y1!^CrT>F}uS8T5(u3+O75&W(rr2HSAR2pPA>m<|U2>Vq<+HzU3x*;H?e
zf8R~M{_Z?f!kg^(ExW6gg<9^uocbr<$VB(8Q(B3r%q6eG=S@PduH2wr3ej3p=TCMc
zcYm)hYZZ|<H%Lk9NDKzcbHMVT$sgrb%+3Cqgrc)5tWDb!1!nCbZ~Z5<h{b^tZ-_%N
z8|T)u?uD_{fApN+RmR0VN{v4P!tNlq{HakqKhgJ)QiUI5ZJP$}Kn8Cs><!t^;nn_{
zvjZmzOMCo_<We1~+zONZ-E9N`Q7R<lK~0egEj-v#>L#~abwdi59$UBVyDVPipgru+
z0G3$|8aAz#loPGiu$V-gZ+6rN+lH==`gg(a*d(_zfJ{s-P9s%@@QBAwG__k9^d0}@
zfiM-3xx-k2Y&QiwWt(gzb(uqUA|=c&S~;PR`GpZGqh#Sq?YLZLt4liB2v=DH(JE9S
z#kYW>poQ|(itH18h<0ngjC0bU(zcD^C86;va&x?oV}|BiJOGHsPV3?!{C54FuiD)r
z5wost6GdON@4`8U>6F2-p8`oADv3QxPrGGTMBizQ-a0Sb>?&HrkF8zM@X~UJ;_>VI
z*D9l#z`uo~CZ?oy1*&#Aw-jz{cWhkU_0q=}4u|Y(Xns<m3yHorF$bfAMdwmOeHGby
ze6b56M*x2RF!+Z7UgUsOMIq1FE|A~gpRf-Z^E{+R#gN}^-J$mXuG{LkleP=?iz++<
z0yiXfQOGMPPfRvAdu}n%_RP=OGb1=0Qqxk?o~*YB&|8Qn2F2K)eMd6eS^LHsZyfXd
z#BGa!SFg$&<YikR^jLw6``5H(eVY!0N34&4r)#Jn*mh^Q%JvMLzl!<}cW`mFzOKb{
zaFKH52zb`Nmxs&mu*B^iqZHl0tNcEh)j?7O`Q<q7myvo&Ng<xEbO4#HVWVT@kKwIR
zlw_4~I+e%{Jm%y+KA2W`-(zbc6Cx`Mi_Y3%O5njDn4qrDf_<^E&Lr#+z*nm;-spxc
z$&kYaL9wK}L|xd1;uzbIC2sL4oI7(A&OzMJrqgYP@@Z8N=wW0YOxUj{{_ZC8yY%FU
zoPLBA&$>Um<-s;M0J?&RR<&h*Dl1B$;cy@Aqvke6GF5qfY)QIHbHbRy)F8y?c?E3|
zycQ6oHR~GBoAk^g*?E!NrKdLRy}wb0HSc0GV{tl|-VxgFUvB15$nqYm)kzUaJRi){
zJIl&Pep;8<%RRff=&4USQADf+ugbVRG8Pwn$B`My4|nwoYTr)2Z~`Kt@Q0b*S{A`!
ztA=%7GC04&PPH1s9e&6ZZJ97t)786saSmYr<234FF3B4x@^}&vmwN+oqUcS*-j#v@
z8XLt~LZ7wx^7N8rR;ze2tZM(HCvkzOdw$kIWvZ@cQ9}|`oirX2#@(h#^ID~nJP(Oq
z-tgyq>;KUH)m7GO{AbEH365J`#gqKt({(nNq_YOSInM9Zd-Qwyc$KRvMf@yRU)dCb
zz%1TbddByrh~Ko$4$sU{r(F3%HQj3x*T#%-w52xL-RhQ-Esz{gW|x=tIGm1%h?Sn)
zgDUgz&b;do98)P9BH=;apN5}sXZ~&sa99tCJ$7cTVX#oN$h_ibl(|@|Wu@uRLVK+B
zRAK6ACvhi1@|KwYZ{_~h%@8L~xB12-W6wC<KlY7!TO3*CyUEb=3V{hSMnOu7zA7o{
zIN}e?TRE}oddz7JEWEfQz(su{^8Iy(ACt?~f0o4RB&z!@y;HC$7*+moHMQ@3Zl)GD
zAHBS~Y=sxTd5PpJ!@e(R{}B)1J~2&_N~gaj1#X4Mx;y8Hb~zm}?BktNu!|>97t(+7
z@+AazQr6q(G8%`e-i16x&ApYhH<q%~-;RKUil~<#BleIOLgv1Pw2%GG+=rT6E#~rB
zhL!;=h3QzCuKW`BV+v9*IWH3$NMlMunqR>YVfNGFDMn?9Gt9%U1Tgr^4)a~A431oQ
zMxFfgr+Q=RR>$Y`x7^e>SHVN!6kg)fH8jBjL(mOrY`YRG<>vkJRH_lC(kM0mRSSnX
zOY}+1<D^p?@<%{AZjbAYN1o%AR*E{h|0)$}c1Xt|u5G3rVqf#BT`Zixm?&S|#?dw5
zvM(vNfeq}229S)sZ0ujBTq-)o)pJQh0+lj`4WclSJGska{g!i6Tllm;e=CjArtd$#
zg-U7xEN~_D<^WRz6#pI-OwcBNmlpc_;XF0TU(?nyPT}XVpV>Ef)z<6md4~!Cb73D-
zo3`ia=pOMW{tOe2#I!|lp|_G-wvPZ!Mt!Bncnx$GPzBP~rf~;4;$vW79_zANX|uc*
z>z({M%J2x_5=d$2`e_wa`Pbr^o2gi(0Sm^2BC0+4twJrp53<*AEl~h^<L8fCrI#LX
z3i?y5E~VLocXi)m5s+?AioIYRRx9jQU6ipnb;;~C69`d|Aahr8jj2_k%iN|d&L=I2
z<P%)Wn+=u|5Qy?rS_I8JKW4!a`Px83)mvCBlsl6>&3oXfZK421S>1WpLlR{uKT41+
z+#Y1>BXZI%aIk^-Z<tALJ81A|k7CfDqg5(}1jmeJVYphpNG9+-6GSMlDlbg592Tv^
zSIb&%$U>4Vl6`Gto62@Y4a3$Y$?T9gjC4HpUu*HbO3Ga|MM}m7{4sYN+odl?Q2egC
z<OzO++rS1!4IgMA20{2P=B@9=i3s#m__cKvj;v7c)m%<5&%Rvj@Rz?VL+5IW>&U#y
z>WK%&5o&bHxEq-M?7<lC>WMC?&WUzio=T8~d7rZ0N}|>vBo-3?K6EY>QE*yUHaZVI
zDr;+o+%1#{vgkaUlc=>=-<Fn^s*+qTYVo*E>U7tYwqJDP`S{wRpr=9!u84)~LvXu5
zrZ%X{()sY|W+V+gR`YVF|L}P8d?#@Qgu(4Q?;9ThZ^s#9V@wtjQH9&wr+-3cj>r8b
zi|0&lyfP3aWS{n53j5wzRW7D~>X-BZvW@ZxJqnh3ylI>+aq!)v^$7T7M{uE_=OpOY
z=++W+liCMpo%5SBeH^mld%aN7{t<wH#YCqi&_20@MTBc94Gmy4PGyf2<eIm7g%uM8
zH@CGOq5m8KUFT>?^W5|gm(LynJL$fa<ozx+9F2*Vf3P|DZGR3u(5Msj4HCc6@A!F#
z<Wr6Qy4_8e6{5k&*mvT-L%3z}S6I4uXvqHdFaLHsMz8HN6vtxbnT~+DNB0@4`>e#F
znPp5coC4a{MZq`6$3i3|Xtv^FPO~4P)#|+Ra?$!Ue-7}%B0cPU9_{Np9$$34l`HFR
zb6><ACDT0NJNu2O6W;XpeR$Mz?`5^EBcMPvcry6$9IJtD@*JgWH0k=73wnj$pN@q|
zmIUo{BfrHYY*by>W(g4U9hymLCLIPNtS<~C-BTagY-ru8%WMfHEHA{pp?lGyI!&S4
zy6AnOvEU<M^t{-Q8DjfE<W(wUZdWZP@7kCt<wtOU?er2`>q;PaVVU5f6&ejo2%RQ*
ztZs@SNA3j-l6tp?)_mA<`nTr1w^By9?&-pU!zasA!gA$___J@{CgWGsXo0lgH5{Z#
z!WXxDvb!3-b8Sppg6pp{h1PVg>{Ln$@t#VR{ug#&y<sA$^?U8;-nRG`NCb}1P&=h>
zx9oK8yx+*N$lpj6(T^i3Un+-_A$j7-j+apW;zt05^KA0Gv91$&aptdA2t&DA)DaNb
z**!t3;r313+F1O%vY*fCE-3At2@BUb@FnY|U~_9Hd_s4j>ru^wCoP&oo~}5(FJ|pm
za16DdQL<^K;*FKn=v?lk(tk>^;>MdUq3G%JRY$<CNf2C(JTr9pWk0%ihgjzbE9x6t
ztmXD@hi3*J_(VA7`gls*{@A!AdwJsh%v*8MMqOtxW-@zCjo!QB-A|9{I`nR4=9y`4
zZyK9BFVhDTzcP9R;10pd+lzHxVi(U3%!TbqoL{8rkYym@z5_|k@duvU(^M+;(C1EO
zZBvfec3!RIOgS>18<OLS3Cqw!Z(SK(D5VU9(v;y`6y9Vmx@a|=3~X8+0h@|d;X0Uy
z*Y!RH%?v=ciGR^Aj{tp^qV;4_9UdJABZcoxw@T>8Uv|?ukWdqRG&J+MJxW?%VqZ4-
z&>`>)Z088b52R`F;<zG22z1gOw5hSQ3ZA^ex6==a7K3?{wGX`q7PR|xAjf33lIpkV
zK+v|9(Dvd;42uN5zkeBjbEXU#*UUvc>~F;U8>@Fy{;5RAGuzDI+wa)TY^5ydHIM1V
z`R*J>EpAfCOEOajyDLF-t(|?}F>V@y!r1el*4YsuJN4eBtrsu!-#+7AEIb$dfIM;p
zOzw1%w&vAi>)v-pH9I!rSoSpIy}9grP8!)oNN9`3w~Jc_;L~?`uSkT&-L&Q2MeAU$
z{^9gq<C}>8&P}SPOAshA?f1V4H)ogFe|)<VUNyHcAYbg4L^)RyGw?(_->F4?VsiqQ
zozumq6^R|6YnE|)TBwegKXq2JzCKMnxV_TzTAAZ<vxoJ?@=6)gv5P-bHCu&r)dO*g
zAtv*V%x6%avrt0e_lq<R(>y*!<3+3u<xts$X@A@%6YGX@>oM4w?D%D?%Cr=Ygz>8l
zUA{lfFySh3zeeVVeR^$O-m6tfn76$Qzyp2osS<hELKDsrk7wogY%W?e)tay}EznA-
zHHGdo&tK}|+n4U%H&0Kk@6G7FsWO}OYPje^2JDg}C~@9U8f14@^1kW0p*%)kbn9Yt
zx=sUW(RWq5M2Y=bqJ(%ej;l!ZQDTGmEmsSHSoPDeQY|TS`G6XxTEAMu(S(@c4XAv;
z69=~+f7Bzzy%kN+Q=d|;w_Il@p4mo7`vkFM+n)A>xfN8^tV<hKDD?@?Qv%402`W=M
zO)m((($oc-ui=ci<#RP2&24@JeCO$|z)_W}RgQp4Jxb8<dKaw^Se^jYQq!8lJX;*T
zG!e8YF4N+a&MBQ0zlj*u>l4?KeD3XntahFaZr->Q98BJ8(&p=KK762ICb)hCr0NsT
zX(_h%$4_l^y+;Hwa&UG@2y6a}Tx_q!H|aeVpE4Z?^GonBBSq&;y6ldwj%*%GPp@uG
zx7O#*M%-|RyfNmX)(SrSIkV7C*O+saMen@4j;2D_^S)?7D!6Y&_Dv?ukts*O2iW<2
z8*VaXyLIOGxiCMn7`*uLG!9>JQoH$%&CdP-&0IpN$r5yveNgvZIFo)LvpRI9P+xo>
zP=${M$!;+^tXNUj{)6Y><>B=$x_4vb5zs5vO$+@m&5Q-<lS2p?Qk_fF*Z;gD;=R#5
zK_<QQ1DB4{YbT_ejklItqeo!Z+=fw+y2Y-y)D;*O>Rj^*JZ+j`WHJYP|JhK{jF~;m
zW9L-Se8yOFW7r+;QCvp?%@pz}cQr2$UuU^X5bgb<NmCg`!x5Z3!cqC-6L(UcX)26l
zR1Pb)?@6}yQ+ejOhcYvrwpZi|Jt=hEhapT|dK=vk8`mSi;T>c4sJ=7b{`R)e>JDt<
zt2gJ)D9x8vcd$w!-&G$!*lB#o0&(qeHE+MhcnnFazLhUtKmYC}?l5`*eoh}<2{A&?
zr~NatkCYi^Hj8vXfMmTS(-;+zF!C2XBD>E`nwW3h+pG9JDk-5h3|u(0svUQlDbtOd
zJEt+1CHLtFn6Ld1%BZs09CQjzYhV+EnZWJJ_P`Gx{Ce0zI08zWlS%DwuOP$1YL5VT
z|6=E>LF63*yyFPCMb2-f+Z{}wS}44Rlt%XtZg{ApSHPI&{rlRN7LS0W-`^Q^sJSqd
z=+Gr@Oai5by@4K}et*}~JOcX9LrSknNMs3T=_$k39&_7F>@2r>eF@wrF4nbF*0UN;
zCZ#-NnJLkYnlo8Ae2z+PrayY230kI}lCUB0b?IMBW9YX_kD2d%0b{gud%PPW5FWWs
zI6XZf(ZZR$-1frpOq-JDr)N5=@5q@?Cv%bKzmSI+BSilqqr@5Wvi*nH>qh|f3<*AZ
z>NI+@XEW;vxc)Vl(Hvf4Mr4ZX(qkHUi?Y#;gzj940Od~%#pW4sU1%7W^sH^Zb>`FI
z;Sr#uJR)wiDd|5~A<r0wKYd-%5~Gvu+Q+-F>)npF42xMd+pmwK7Vnc6N@qq_H)(x=
zq>IfP{q4@QPGaPYhuL;xYf6>@lgMI3p$TYj&qD~M*tQTiG4e`a^@H!Gbox(Wb%c7?
zOU&08Ph-2hUiV)MrnWM6i$5Mz*4{U{`)4Xy3eQ_R6zeS6AE*Bv&Ajvj$2s}&D#J?s
z*gA|jDaJ5@q>eyx%a>d09}Je9rwW~>ld0YH{T<24GYP&PDHd&M>*dg-1z?UV9>E~B
zJI;BQ@GKOXp3AB`S8UJ3Izi8l_Y8kYXGv0<d65}zdLzK#0KG;auY_wUKU(=l7B!)t
z+P@dL<TkX&XzkBjQS`#VS+|dM8f`zD*!u6%!w*8mB{kK~5<h-jix_dIWh{8dg}TOv
zrd=5xx59rHzj-@gVmAI9i=fK68y9Y5R9NR%u5hemx;jYzbXQwKP3y_me`~oIXkcgY
z${4A;Jpb`yda2yylNsllinQX|EkBrA*;hC7rrTG>r9P3r>??WO==RNTszZ7+A?_BF
zcH92nh6?0tdn>fB+aa)dz>|XaJM(9Y<lIb;^M}8TVE$Q08_{<19j5o?q2c2a?;F`o
z#}cQNuJy<EU6Y`nK`t&I0WUa{-y_?#X1$c_8f$57m>Hw6mfuF|B;t<}R|Lw|UM+#I
z88qQL;P-Y%&tP$}*`|sZ-bsp!&4BXAbC_9kV5%e)_|-WYd8$$>+n)j{k9eVmtej@j
zHcqBy9pa{AvC~qw!<06g>*$wVlk?DvC(u$j1WVoS9m+A;-{hK}6=$Kt9BT%Ue)0YN
zq~BOXAoej`io&_xAf^c)dQXEGzn2vnYBsQ2uBEz?XU_L$>8I2Zv(gJ8#_I>%af)pu
zsyq$+bGl4d0wUV{+T46ZJY0i+TM6PcbFTVR^sCg?u3tmXIHV6J63-rs>pVY}H9h+~
zH9Jcp&hbX?{mX-2tv&@9+7#kth4g=O2AK)jodf(Z<CDlH&w_L33oO{BVTDo2acujp
z3)_N%@#;0oR3#-vL`LlrZ{hiw*vELiC}1HXU!0jen%}iR*-I(7;mg+*?Ykx^pe@m6
ze4Ba)dri~#{txf{eL1RT6w_NDnXb8e+Agu(ur~vm(uY5;1$7ArX|=E$KJxCbCbg`u
z+6g?H8Ob19Iu{KI%NSHH31A8}ien88bbcG!J+tn69V^MRHimkaC0~ASsOG&EG`n1<
z*R7A?L0yOL8g*ZFd1pK|-2;`g<+!rUrcdUER*z%5mecETP2BdW*wxfL<~Nz#Pe)@U
zLzej2VQ!hBoPb4C<$~vfK`%+js}{kM!te|_Bwaa#sW$*Zx%WPXyq9J@QB2X#Kk$*N
zsK&Qe%Ib^l2RCAI5e>tkG7hSM_9(#Wn^HTXc8Dp~@40WxGe>CIO3k*6A7}I~I~S7V
z&ZLu<st<dIqoZxnhd*CY3av{gt(=s=G(#sXGwuGn1KZjiZssgJ(%n~c%zmi7pSX9c
z-JEBb@3EgwNN3LS^E;1L%E>N4`l2BbzD>NZo_`oR0$35&g4^(TN6uGN#V{ep*#x4K
z_^9&p{ySI2uFDqh(}El9QD193vZNvde+z=Wa*Dn>*RK+Idfa3P0zXX@cwb+T?h0lB
zFp$(NNWcm67Q)8NK7;Q;O<i$%I_ITxX}dQ2fqj{-(kOk?`iwI+#qHqH^CvHM9Vm)d
zKzSl(|7{lXe*H|#-AcptFL4`p>i1NzD0EhEPBv5iq{ap<e|Sb?>Jq&vtnF-_v>Rh{
zSIQv7oxaJN&o-g+Ok@WETL>dd={CMMWqJPgenP6=zImJZo+<UifM;HOGlxKsEk4i4
z)3aOOD2#OL#IZJOjVe>)Ld2BQ-;ke=B<>@l-b7X$pRB#=@&4(4f5l{8(r0JSI*Lyq
zVa#UQbZTVgX2y$&@W8{%`Z4}jY&D^--ub%Mwm&&IW*=OOurR5C$_$W-DuN%E$ym)X
z=i6Ygu?eF0p?hHt^6xJ^<33i@ak8M3{816?!*8A2*%7THuOMWRYO%09FQ4Y5T}H55
z2!GmUFd4=X`Vjc5FS_BF($s@wQjpZ1F-^}Q>6Dzjo9vkJgS@>=9$m#%$FCfAjm)T}
zD~LfJI-vZ>42GF|Aum_0W83Sq)NA<TN-^D!d^CNQP?A`%MzWt-4>~ku=w7es5Pe~Q
zer>fqI(Z|^U~wTl<VEO=k~d^>TQbQ&P-U}&!*wN(s+W;Kxirt*<R4lFqq&#C2}8B)
z?Gi48vEK$GGoZBR{q*IsQX-?j2q<)_4VBWga5nEX9e!G309ZA=SZ#T6L_fZ2O~2=?
zzr-#S4X}=F69};x?rhu5@|Aqsr+wIx{XP2vgozLLy`S$tTFInp_x~n`bPsLef10gM
zekY3KthLl!S1?qqp9vK0xf$7CI6F|SPX9hGzQXaW%5%!~7S6PU=?hhxO9m?d`~;(f
zw+uV4C%tBqy{EaYrRRsUI#_RG4uG2EBsv#{?u?u8vbgnTSw)EX*D8LksFq!sl5{6~
zcCYqL+qt{LsXP+zwwggdc8v~mz(V9l-G>M09}b|6^(zvD7b1yQjdRZE-ggtSMj+Ih
z7GN$+35iX52{+3%D|b!&Mhh1tv92s($S`p+**ly8`nOpgH7>^tWhsX3Mr|fs<-6m;
zJyufC93yTm9s{q&GYE)D(G_1}i7uz<=;7|efFs~#vMllrEqxf`%V5jrh+>}u*T1Ho
zc|E|ckidf_X`4wh4c%Q%o=*awDG()58(?BJo(W;B`nMwhadw;fr@shZS0`x|(ctr0
za&(*dp_3nztCm;3!4zBLWmVyOb~eQM=M9U*iil&<E5TG%h}v{>+T&^TY+fm?EQhw$
zj2Ez;>?(ur+yl2de$nCXt(a*|^E<stjg<wJ5T_p}?DUWPF^~-&*q$Gz-TPe?4VKzt
zkVz-8xT=wrP8j;z=d|1Cucl>aoqSSt1Ofixl(hcw230gA*^V$nwO@FlZkgS2_%$)v
z8vOn-)|1}IX8AO}#0KUMs_3no4Ti2TZNhtxHH0<3=|$qtUa^fJNPOVjA>ZsyPI|bb
zjNX+4Z|!eP!JW}#F~n9^8T!Xi+*TQhREv%m@QOd}{QBSsXj3_4Y-4RpawLK!XtL5X
zqcpu>=w_aeNp0;1;crBS@;6zV6#uXHxT~61TJ&^JqORc*PZu>G0blAEm^=GF06S!d
zZo4C(BNVgGXoC^ilG%Ri5|`x1V7;M<X3u8FMh?^Jyd+Ls{C;Q{!+}#bzo>t6^HiSi
z$Uo%GhVx=7SG%dg`n_8XWV`NL&PRamjtWD+o*zvI0+U^NKs}G7&md*s`#<dd8D)=c
z3PeeaOVt|BYw`rc?^`LG4~G}f>WP-#lr&26A1!m;s4vrt8={prF%(m|1MW<PRk*Y4
zSV%H`FwbIl*|ZeBG69W<7fG&qvC`Oo1h^q(R1!B#N>?|IfUgx>vp*tTt4u3?(;1#8
zuKGzC7FS#NmJ;QBZ{}QXyi({>k$sFdcYSjH{=Ii6cU8l)+|1!ya&yH#h)d!{e|>!1
zo0mJn3J;$(0q=#@73prY_r*g`;*$yo@kMPv0z!GmZW|P(KNK{|j4d}iR*PK?9vm|o
z^&_@e*cY)5tJh=Lm0}u%KQBt|_R&stx-FdG1!7L>33~vWU+n#IWsFfpOMW8!YbV?7
z*-!J^o@Nu@>G~aNC~NiJl^0rcdeI^w#`mrOuex-wXuRB4=Rx{cT=nnlcAHyd=N^u4
z{YrAZ+n;iJTRQD6mKG<m?%_Ly?kuvs79V{=`$sEwZ!Pi4P~_&G8>!lfm0hwrTj-RC
z)TY`i?J%V!PkmIQuUc4K{fg1Mh94X(emPhdnmK-@CL>ZaWGJm%%p$#rls}`QQFAWX
zR-iiWS%2!7lmsOxpnUeVNhnj>lSm*9<aTCu)85Ofu1?wKxqYgW`EZMXiWBgp!!zQ|
z$)RghsivN%=62R$+$jB9xh+>$+_RHnz4y`;#<8u0PYIx*Z=z}$cdE8l#_ZM_b;UPB
zQa_|u@h0lk=7=~+eH^Y#k4hXi*E3g;F&X6_N?Kt9%`_0cMeRpOYfY<`LYIakktoB-
zytxH(Um&6Pi8ekMY`8egw+9YW{qJE3l3t0TYTNSL%p6a59*F2I1trzPw{c`Kh@RF9
zKmBjqOc(Opf7_g#xtej_X7OpwPu7exFYRs#4A(!)&<c52CKa4&$Q}9DHr0&9OKV$5
zH5Dt02iJ~Gx^Am6I59=WY$YtU#hraFDpvW`4SOH8(j3%f>Uw1hl29D#D}Mi2VK=$p
zt6{w|?>Ww=P18$yE*3_ZD&fqQ(;XIZPi~3kN1dYFYuFFp)u(7Ka9x^s9V8v1=RG(T
z?&d|Tlkb}t$p28X@7eRx8be8XJ;s5oZu>OX?Ph-SdC{lBbSvuB6$DkqO+Ie^QG1Zw
zqxG*&s>8SJh4Ijob)Ef)=`_1C^Q#nMslB-C)n;LS1AlN@+QUPfXZIsv^E^O|?FTb2
zviRTwB_**wm}Rx9LgF+!$#AwU$G|>yHbJuc7SoKmBoGPYxIN~DIzpA)F9L%X-(GKk
z9y=j(>Ebu`kA`O?MNL13C&BLzHQaRM(uOYCR5!i~+p|kmWs)l|2a6=EZjjP&&iJvw
zn2g}_bA7}a{#W_^9<ICZe>eA6@F@(G=?UZHKIF%CPnML+UN#eZI^pA^bHXQBE5-LR
zkjuq~b6DS4G93ZINPaD-XAJ_D(dN?1VC(ZJr)5wtv)4J6=!;KZ2xg}VyU8M@o}OlG
zl9_hz$gWWo=PC(BXA050?xS!xf}Kb`t^bXmK@)hir-6p}UtxCEsW;*8^L@38rg-bb
zjkrJgQonNdnvXhHEss2TJMrEkAYxu<lGLX~L613CEQbmF5hZ+cBvwq3s|GL3ck$ry
z?Y$>5ua3#?y5Mzmg*NZ&p*J1uCM0y~5WkznUt0B2W$E8p+dfis=B7J+pF3QxWE>5$
z;0)S<c{cND;DeCt`j?f8Oi^`WH=<1-GwenjeLl)pqJ|ghxDGA;y!vYsQezIIui75B
z%&il@e74}6bj7FrV3J1~_HB~W!M@+TmL%%HQ-X`N($h0Z(Yu2%R=(>$j*VU@LXDG4
zdqN$04d;#k)unBnjB`15YNaP%dA_`nbGf9N<RHuGI{p3r%d?GZ=~BN^tIZHvo0)lr
zC|?8gZy80X>*3DjBVedW_p#cBv2TA+d!4@X8JNe%g)<F#<EdH7Pox4Jd==%)+~ldx
z^%q;9Vx4}3Q~|8C2<iP}(qZ7vth(Iyq>-38J!hO_@HNr+UVOVDx!oz5o0bE8&{4!U
zoUBs_W{^S*0t7Ech+nhB(eg{BryWZfjniB2KUisUh)&+8!Hw&$ty9Pd%$prGugb6*
zkwrl>(Rkvv1m^{0aOm99_>G%YZf4hw+61!7E*4#aGQ*plCD+t2+|I4xIbC^H!@?n@
zyD~C+q$cYc`K44us@{N+D^yfoQA~#kyEC)N0dvB7MBuC$$H*?6Vo^A>iZnAOHi3RR
zKFBxqjCl^8Z_=3INa~;=FB6f;TD5Hd$s2`?`)wlUf?7&sfL&rRg`^7Fgf<_eIDZo0
zl<=$j_S}$VNQOo#+u|^mj~1c5zdL<{-|y3hyqCnGX7c`_mL=gO5q<v75Gl4@Syz3N
zF?}fgJhgnf41O@JH5vS9&Ja#nlWXQQFT>I6j{t}`E}ua_RY(LRQ<Hn)&t%br7)?9y
z+sz^5hvgW~F7i-U1g-vc?g7>6n&;->Ypn^o2Q8j~&C}!v`17ic{w+A9J$t8h4Z_eB
z>D&AYX-A2o1g##dwr20_*ev$w91>X|chF8@%HL$$HKqFLkK8qXS>2&L$4tNSj-#8Z
z%UvLzE18kWz~CO19Zshj3gw~vVn!&QQoMgB(Czz4?VGe<*}T7pMcm<;qUM5~OM=T=
zbf>xXR_NOMEI9JRlc=unBY@EZt|H0(UDuVf1Hx+G$bT(d(*Jpt1!D%|z<>nxbatk_
zX`|Zg1Dn4R^igH)N5K2X^e`QN%?&n5Z04`of5fSfWZ2<K09{u!J{%3dgKH<XW+(Q4
zn{h%>si2uS%iw!+0;rHjCY|W5va06Zljm@jzV&267o%-n4L)P=uIdrgZFQd9gHWzG
z)~|oh;cl%@EH@kCvMMBuiLc>$&37Q|y8Ru~?dNorQQ(sKB9WQHrAosiVDF_wvKTlH
zV!+_KJ{DlH>t`zV(StW51Svk-GArBgDCtd-&w594cK^<dpSbJ0enj)-ow>W&jC_v(
zN%-d25A^=)3I>gOek4MlfdkDb9sQ<`ERy#3EqbL_n^qrc+|18lLuZ30z7yKLZ$-o-
zc#&!w^kC(l<m1037=Dtmfj$Dm)9?sH!bS{sGh9TJJ9DfW^SOL*>c-XO<u9fO<lTM3
zFiC=w-lR=h^lN$@aWn8B;?77kLywknr^Inu^iqi1#R>Gm*E>hR0~qZ~gcd2aQ5ki-
zPU+!9&~6!lv0&0i>-CdocI@&)57sIEEOYcPzF!e80sZax&BJgctMfM+l1SK&)(M~3
z53B4r-!35qM%=VvIGvi+{ZiG2=&7)OJbIj$Q35G*+nerIp2qN|6jrq_)gddawiffI
zltaUUIq<%Rh`B>Jj`hADoUd+*Y>I5IZx?Rny7d$|0;aWI$Nbah*%VTeOBd{$6c}#Q
zLa96tFq}heCdJmUI=`#WT6$8@NvbbA`yk)Mwvu0!O>2^;DtyvEG>Os8>LM2KBjo9%
z+Kt2HtKcuH1$F3yoR%;!q3&A}`&C9|0Nd@y+=9dAK2k$3bcZz;>Qj@=%tO3~cjV=K
zisai|i}csnx`aj-^pb9q7rRzGdp~LERh=$ju&jR$8AFIFM!7RqE?48W2<48ruGNWN
zMsksXzA3+$gq^=WB%<iQSq=RX{-2s>qf)owoT`JmdYk6#Iw9d^2(a~`HC+fdw6pad
z&i`wkqqBZ0{-NFJANOLc+RsWMIbrN0j;-0H;N#aUlD}XRWI?(&Jx2P{3TfQ;gJ>Ew
zI7G3(bBR>^y+H0`|Hse1(c+tfVs=Wl3Xb<Kzk#@M_`bGwD4fw2LbBOkytUf!2drN&
z=}%2=w!Gv@y5x?t3L3is(LNa?(>7?)TYgVxxCk1F%?*8OVPx(Ih%xzD)fN>gxFx;0
z*Lz)B`W~~XxA9>x3`26iq`_hQ2$^B!))M_%Krc^PMo?Ra-<lg0AP0)+sCm}Ae8$i`
z@OKP$PN4CRT6xJ~@4Hk}is{AmM5v3|Ya=_9XD$BnXvdbC@OB$_*10P~cAFj7k`cw}
zCt(n69ly^`qN|ZAwbWhx#&8tQQgDbvt4sSB`verbAk@MFAy8i8MA9=^;!eK0yn<ya
zeU*FJxuFZv9iXQ{t?xuJO_v49ti&#DV&9pt%(3EC^Hox!R!<ORplboVZ?VUi5|sJe
zWM4KDf`>BkkEZ{7HtJA$DSrH{&aAU?>bO9l8`uZC2lktQamO3<jwo(98<l7a&1sNq
z3g6W{-AKRbE3bdO?Ugl@m&1@n)M?J^fvMWQuW^m%QmoNQL^0{RQHj2A+Df^{(~ZoJ
zb9G`FUhmi^)&nOYlE-War>tHH7@#afJW3X1kUe)Rfj*!u4iMAanZ4NOAaus%na)kG
zt5iX=`o!}Z^E}&2A%5JsCspU|W^}eH1(s8?ZGV*o|EejKAGYTuo7pCzY@Za0XM<R_
z+bozlhTDei)1RCcQHqs!WrAg#0Hf>!CppOtwfon_>?z{+1B;Dbo60EF@UZX>LYV9j
zo)av5d57kXrgJ;TE^$PZ`{)#63W_Z?ex%gz*#Q{e>ZjMVWCbTUh1qQ=xo0(ob3;t(
z1BEI6Y>3FZfe~bV+_+hnbg8`UvxCH^eL*uIRQ)8!bLoqhA0n|&+_+R<+uD>Y*tz$S
zz_MPy<F2dq^xpqCgK(Gvvw#&i5Ri%JAy4e;<n)5pVtY_1DmB%%^g`yJ;v2jcqV`2i
z7LhF+#@)U}Cpkfx)h5%?%=Jvx(dN&D*Ljxrg*Ib2)sR`dMe?0Cc$nbEPpp^eBv@<3
zgvvxrei3N<%I;Z$vRYx>E3>OUCf5{T0c{_1KQUb1Iw^fDi1csn>4GboG98-lMa3d+
zh*~2GU-{KbI@|QkLpedsJf;iRuk7hy*Z@}Nixx&cp-fDI1WT60>c?xeS^phMNaCI}
zt5`lQopd9mTvq;URitX*5fFe)P97PF5fHVFzWn?V2Qa51no{2--2?VZk7){G?*_=<
zj)Qa5lJM_e#T6y+4q%cZV{op<B2l&NCELWPx0^vPE2b6xHrNMtxjEcp4H}bAsa&ok
z3Q3D;sjV3%;rcF|Q8u88--(EUj88g_+y2J#l~lKO2{K*Z{1_Pl4bW4mZTeC8xXZg#
zq_XERgE0vja8V2k<yji9nW1L$BG;EsU2X@#r^<SdK@Z-|gN8|3VsxW%@>jnuLSA_W
zZQ<%mR)f9;y7C*cP#4jQPj4G`vror!fS9qsW*3rr;rE2+;?9zC)5XyPGO2PvHDdD`
zqJ6lul1VRg&daQG(qqRq^@mhXtW-Ysn0)tzIhLpf=sUMoX^@Xv)1>q``Hj5~m(SYi
zH&~q1$CzQUU!$E9qT9sxG!avBqKzXH{?|w?0`DwIdaqWX1#0Nt?lYTKOstF6r2e8_
z`by3>q1S09_s>Tq-`4mb89VY&C%$m$E{oIplTUA|CJ$Dz9$IpN2Q^H4irXhJK{gr3
zEGU@tw8Xl<=o6+K8oH7Q7QRa*4MVO9CkA1ungLpiwL!#~IGU8a#CnN^d6!^d1)mTs
zVfKn1icPDNoyfATR5<P;{>J=oh?p|=y=faA#oeQ93VJD8=B{OB^x4vmBy-vFy7w{8
zw8+yY*QoWaEU736gbAdUqg!<Mda}Kj5rX2CXb(kic9{uo6SZL5Gok%Y9P$%vt{Z4c
z3eB_*{Ve)i%S!1Sot~;-^D3FMaXU0In!@CxR8pu#kX+x~L!|w2l{4Je8<;f!u0Iji
zB*XiW19v!Q_j`LfNESt~g!@WA3S$*LH~#Q*XZJ*aJ=+`l`fe5}Y?eB>Cb1vmFK*S3
zVnSh3aMaf@YyxK&tFDwjH(g#H0QBY`8+PifWfPiFYPCVqu`Eco^@MvFmzQ&us^o+9
z^Qpo?#P=}gh*R2$;Fmg!`8x|<^^)96$dRslXV7&wr4%jD)d2(ycHZa$>u|MU=kL+C
zPP;9m0oo+395U^UlAQS=j;orr_e3s`5L!RTdiW_CVZtrc_CR;v%apvrG#BCg?Y}2o
z!p#8qUb8XGbyw+Z5}vU*5}c3_Yh7+wP5j;>NI>a$W0X&(40zYwDGrUE@Pm&n38>*l
z(?1NA?6OgL{%Y<q9A4sa<Ekd30AI5aDsZ`8TBt?D)rS=^uE+487Qqb@PP&Knk1%Dj
zcL5|IRu(Z8;APe-%?=hb@9rYHK%cyEg788#v;nR@Gg;@DI!mTnq^BN}h(z#QS|QfO
zRcv=LEoMYIVZawFfz~Dp3bF7FJ9Dho%TvfJXD-N3uBQgI?102r+r36b4sx$kG(=(&
zw?^jc5DmoejZIRCdCL_Y*SW_u@<}qxwTWBe!U;B(+&zL_UiPG@Khbwc&&N`5&NkI2
z)ET;lQby=-M(dgS<<=kE6ylg%Pf*lBsWi<+`lzxA3GI+jc};6<f}Ma!Ov7@07e(S$
zLSD(kl7wR?04+G8T}%9VzcCiVDL4)MWi<zdZOgKF4>-S{3w5oKP{Cphgb25s{1->U
zb{0qUf_V!?cVLIU4PX=uvap!ALC$w_@x(Clib{*B4TL3Z3ySzSwV-m-az7*lbQ4Pm
z#S^aR4(?AHl1|PdVJ4%kAhBIiQ)KvLZZ*5eoOsOd)-|(9?!4ehwP+JolC%%^tsMyp
zVv%tQU?hf>=`V$E(kZ23(mMsCHn2LH;Jb%XHt2$Kx;llrh!-Z+|235MVikxR1EEY>
z!a@Nv!M=8Y(<6u=EKrqO?UxiEh7H9b#yUy5g3A1OX>b9!!jgwP>58_bQAVRufmMuY
z@2nYt;JG`EOdED~(iEXKP&`xeo~)?CHcAaAz)e)q6Q-prY^ytyq!?CEq^4}X7A28>
zQ6l-kw>B*)8y+7{XK@~2%tj(lxlSm9KM!dyp&+a#2vRX?Q1^;*eo}iq9cM$7)l*Ap
zjbZW!OaK-xD3DgG35Jq{x<G>RtI@$1qOQCfG;Xe14sh4Ov2(w2u(%ED=Sq9?eb@Bm
zmcRQoL&wV8NAe<h`YpxC((a2o9zq%H-bzX;0-UZz-5~_XiMThF<5L0dT7VQZEg?YE
z3UW0(ClA)pCK%C9#`lG!FUr)YTz@|{wDJkm?JM1TQ}ftgIeu4bqv#q<^}F(u7+{9q
z7W_04{>?x_S6kjTK}JE=BR_4kU8H-7pn6VZv%oa@n+UCzaBevx@E)P@9MtsUbI*ve
z`^bH+Va!N&=2E%o%lQoc`T~sJ>>ot^e)BPl2XM8JWKpS$ET^~XTM+yDOJ(|B`hA;5
zXIu7_cK!YO+wf1tub6L$LE7umzQ1sNiES#rVZS{4%x_8=e<l_}wtW7ULnKY|Yn+{X
zX_cxv;vP%Jg|?5S9rG)HT%*n34d-Q99VV{Wir&cCa%a|VB_dXH$tKEyL=Vo5g|K@K
zXE)q4Q&*sSm(4k}&6G6kS#I=j2oS{<AaCrjIvJ0=1WtT>%fmr#oaU9*{G9bo)K1+l
zdvfzh&+%Ko{;;v7ak}5`whK2@$ZX?Jtt0y0S1^>nQY7J@60Je{r2VzO*p^uv7s!t<
z2)&6cUn=F)aTuamNUkC6zCOF!D0nqIcGJlY*Is2|tX|)$IHVNIS9(cG5<nF_v@k&$
z1T#su%KXw_t*ql4HLWk1zeaS~ua0j-necOaCXt@s`E4?AP^;l<6h8IA4Sab~xbtiT
zi`7I;f(t8<<d#FQV$+IZUs!({sPg7zK#`lUVIa;Rm^7SK(hJ2o@S^z$0yIQ$wo#_3
zs`w4-trCk{H6C9h)0M0Wc|E60oy={YYQs`hI*902t7&!q@j7Nh*x%Bd{Rz`tU&wC~
zTtTu;<}<osCx45(e7W*vTEuhb@wXw8h1r&f=cZA%MQY`70uyv~XQus`0&zoe0KHT)
zdWo?!k3zqWICf@g@PYc;*YEg?F~v<ek4}Q0_wz=^99H7>@IsIqS4Mx<x5&KmyXho4
z?W(OUG%>RgFsofuSXSlvIU`{|^DT59D(59=cN?K$X5JssXpRpPnc|9exYU?U6#ia*
z+Mv^n<%vMI-iIMcveo%Ey|w|CDj#T(;kD53C2v@qB7Nu#+J7iM=?udwAZRo3+h$(3
zgQgkjGt~ZrL5jdvfQZ$Gok8mI1MLc-2+1*NyDLzPhSV}DAG_WZ_G&^<f?{$qs_L(n
z%A?M8y(sbf&As;{gP32S3M|AUi<hq<2*9Fj0pT7=Z^p5?Fm)-r@7*68g(^0JW%MAy
za!-rkNaHah6C58-+sg}eX>BgNiI~nX{TpF0mwb!7(UGfTuQ=Q<Kl*IpQ7Gqy0cpoo
zn0s!5d7b=UmaYjFXM(KeV8Nf!UExlHJL#{eGREQ2Sy#}8de00&U@x#5sXTkpS~Vod
z<1DB9WrrK(3b4fJU-4}ywS=Nz*=EuHxSW?L3Acs|LAv!DdBTpF7~KVEt@=r07T#-%
zX;p%<`H=Ov-c}G-jivvb%bADfLPx;xI}K!)=kV@~DZjrvr4h9?r9scT=9ce4pPrNC
zIrHm;>xdJAJB`%0VupO#^XX>3tF`-TcDId~vV#E{fhK1Jb^3j@``k2+Kl`G#=FzaO
z*0b3c>ef>)C0-S)Rmfe4UE;YlPb&3@J#TK9+Q^i9y(bv$NIncP<*-XH7D(T7_qfEY
z>f?jw4Go>fwd?!Q5QDjeTclU^BRO`6j?ZN_xo#K5AeDt0AMZm8BR}TKK%<pSh56Or
z4{H_5w=}cfWfJbW^wjK6$ZyvZ@QV|k87#L>oGtRwZD|ymb6I>*5wkmYqhIcEP<&3D
zDl8k@Qv6NwfaQxv+s^^UpK)O837&1m@QHvPSALwwT(Zh_Gm-3_UUzfwv=~a#dZIzF
zZ<>VGvaIA~>O?F6;joD2XMFRFLzu~##KrxMnqE(*?@4K;b=OABI^p`*sztqu+V=LI
zjF*jN3uj$+=*z<0*%hr5O@h+3ew#wNLMBwVFeP)JBC2fO30pp#%Cc8)@JW})&n&&1
zbl*S8wJ;OY?3)b94tSg345q}4Y_rko6}c2;Sx8~dpbetuhl#k7^bSE;<hgh&?_O>r
zztD^0p3*5`ENOTJS!>*OHZp%(-?K&DOv>);xW!;K;sSp3+_SPClO;tqL28ky7e6`T
z7ZJ=mlyy#Vi3c`o6??@|ZGxIp?Hd&xsMn=H>K^mFts1ULoY_9u+nzB;Ch_~>b$nO}
z>!J}(PR>HxL{YAn;-}5Pp5CCI3%{iEj^WRSpro@@LrA|az-ts+)AQ{YR27x063$#b
zfBw6v9(w7cka=5BpIP^)%W7Mu#JJ6L)3xpeMHPajdG&sD+h_0C@h_S?bkPtUuXDaB
z&G}-7YQqZ!Ez1LBz3j)HwV|%s`cKve=pYm;Bse(7@@vEBwTT|q&d~>YUWQZyny3}<
zp<gio%%H$auiA^Isw$ruaGrDaG?pHjZY&6HA@}-e&)uXgRlA?(N$vF`-v5!bbn)r8
zQc3Xz-~h`<z}&dadvV|D(%si}qLQL9MbgqY`af6OYIai~g`o2dp48Lb@$+Sh6_)-`
zxYYll=)A+(diyvWqm&Z6wPHq%mKrS~#A=O{*xK5Ps@9&h#p*I+wv8CITeEg;Dn^Zp
zmI@VuAhoHOzc=syxvre+O3rhh^ZneP`{}xw6*x!(*JIENhW=HWPM9)EmwZIV<)pPv
zYZ-+_ydA5yG&ZpFc6n62F+=BT@xjr~WyD{{ZUGwJ0{gn-nd0&g#mPNN_GroCDlS?q
z5j<1a)LIT207CZbuH|y0+2+OpE?b3FU)E1|*D)W2ey>Ff<Tm)4!z-U!pQe4@#tcOy
zCn|LkOA&LjRo4TJ9Bn~NAW0XoK0Dq6xzTa2Ap_fMtgKYf^~SR*8jlBdX~i&YfndV7
zwnkZxOO;92%)_Kx{eEQ$ElbO>hu}4VQVjW{YDPiD)sbe>poUIgn4zB*D3J*3c;Q<y
zx7M5%FJZO5>8)bHl>+0{u?(3Lq?;D6x$>N8Mc^$BE+@PAn77@;GsU9fmZCNv<ES=$
zg#2g0e+wzE(`FCyJk;7iPI0NmM`uxwmfnj8#Qq7S_0C}krWv2T{D9CDO!1+x_!hc<
zuuSrJwg=Z1+J2|7jGT&5p8(KBe%Zky1T}9^cg=KLGYY<}t<%ioh<Krn6pDtw(yqFg
z>W7E7qa6MmYCe-sy6@0ro6WV#JKky%St`t$P#|mEzH~MIIidt`hh@|D$M#0XXcJN8
zc0&D<xvjY*NKRxc3tZwDnB;MWn3MFu|EoVQu`H8oRkIBO-=W9)KTj$2@SCdYw!LAh
z+3NM(P10W>BSk32vN+`#9jPXp;__1F>c@J^DE+Km&boN_OWJPw-(e@sbF$r9SiAC1
zU?-<M$_zcx8WqG9hfd$7D+hDMXJomHJAX2qLBbr8B_Qw^Q>>j!DFcNUuW`i7JI-rX
zyqqi}&OfQ)4>VUEV50;yEvj12&h&O$N*MOm@*s~4z>+oh1gn@t09rlt%YlRa5?UD(
zA$-4pYR-3`(LgiOinkP6XH2rq3jhNvY6Avimnlw|LI`67S8~e<N1m-K;ShW?EV&7s
zw490gx&@JUQi?%m5|YZ<+3Xw8oO;KSs`PZ*G?~c$_?^l$OyrCNI0hN`*Iy^~pCS>V
z#S6F8Ni1xI3~u)^2tYH@F}}gQwI(iTsl0!ZP&aXJ>LB@wlzHg(<MJe*fMV2Tk+;f=
zLR(RS3gbJ|7YTtg+b<h0#G}dj=Y7`%1rLSQ{f-_|E`)Pv+Q(m#F6<(IL1Q7`0ecT}
zS0)$GVJ;5WCzRWJC<c2t64Isz+tF1`eV8Z5js-s;VQ8P5)GSAr2?v!;ca`m9>5o4+
zXsIW*w{4PRiEeBp0sWD1M>^d%W6MMmZiiTI22mZ;V4FU~020!7DZ*qj*7DN@S8pU9
z_xG?{Ea;HV_!2g|ZQPdd)R*WVe4sg^*_Yfqv{sX9PYp%@z30)wd*=}?8$cCCGWo3T
z<d|;pK<&9^URheNeqU}brYpCuE3Lbr5lGrFIXsV2_XcSU3ES<k-#l74jyBcgB4f3*
z`2@Kp&w3~kYWgEr8qzM4{Dyy}8uDJ{4oiq=9whJMNm$Do4Io=-^rQ7IfVpq<t3zV>
zLyg^ie0=ZQO>$-8`?m%M6DLmJ<hbTYq%)Oq5bcy2*9rOHLJ$B9OFEApNk-NB&74H%
z?~F(NDP^bIS*C4uU|I-R_XO_qkPqgfm1<A?+UzLA&U3X$m9u*2X1Dy81;2yA3qHzj
z%R|UQw2r239KBGyPmX<4<7Ug;7z^j(mR}ccUvoK_pku8F6?XVdsFM-*UJzbcKg6#r
zv^}7>lpT{!&KMCabjE>Q=~UpjEn-Cy$KVk{#Caz7knv^F<4C4}GBXNsWkY4N2mWBq
zk9@G*vc3x;)&@-E7oLTTL4l_yzD{w^vEt&!gc(q<`d>+g3SSK2qD?4weeK2H95tT<
z4NXUE=NWfNZ}@UVbgI#L$Tl|cD{k5cOMQJPBa(aK*EhmmVJy5u=r(*`Dw7X1^u3w|
zqU?f!=pgKb*U14$L!k$5e*h)zU<>f8Y9SP2L3FJMX$g9!a-q&^wg+OAS4D=?1+@P0
z^%lkl922Q|SjvmPFOL|-4|m5D@^gqi9D(Vn#skL-d$115#!H0Wc~t&H`hs5)aE|vn
zPQA)!Z%;9hU%PRzy}W&g)AD0{F^|+Tk~*;pTA#|mbs@wLgG(z8L;Z(4enJbov}OT1
zR2)U}L1~dm;o?NgGaVi=^GUd!ZPfj6LY7A6-{2m2(2eDc^c3DQdl_?W2zX21@s~n=
z;hG5p4algQ;x_4}_G)E~#kY&}E`+srO)b{m(n+b7L#&xcw{_404i4LT;Vt&Hq+z>-
zt~!$D<RoqZ?EBo$@`KzjNyul3W2J?kNohHDLEn?yBV`8Z`~kdU5GT=nT-LT>3GU<E
zS{Ce!<y+m7yDyDD-_L^8C>->^HBRb(7Lf8)_86>)yR2<9FUrIx9(P$xUv@d_!9{zW
zn(U*Cp9b-@Mfbh3uPp>;nlj+o0<=N3)wzqL`sepv11JAD*k<GqQNElT=IZ^i%6+d5
zAlN?wuH`#JGflT{^QW{_?=`<GH_yM~s`+>>ZL-P$ZpXihBZ^9>ab;F$C67Tur6ZbG
z_m=fC1TvfV-U1~;Ety?;*irKOoBZF!Xx6u#Sar>)*92@moZUUmr|F{BJq``PhXN<t
z>t`@mWapfp?ddsj!etRn5c=TNRn~`0Zw(n&)wM+EFHF9M8^9&^4zn`zY>{HeUiw?;
zSQ<RQH*oxVgaP~kl^O})6$ey&8>zRBCq-s)l5?#ABEmODMK+Va^u(}19gXGkq1gQe
zCLRNkG~f&#io|Ikh1o2~SSl_s5>?C+rJ;62?u%YhZ2oR?<zKu2{=MD%4v(p4nXRT`
zGV1T4^@3TPdDkm9xL-;X7O&oX0Ms3s?2tCMXuY2?xMd$e>SvR=>Fql+S5v0j82VZ_
z)fZpUTK(og?d9L!2sON%@jZc@!x=9~?T<$srNd7pJVcia1v!q6_E$Q&$z6(<)do9K
zFvT{rNpyB`UHw4|8W)j%a~FaPmT~Dxq*`&%iAz}&iP*Q6&v<cjnbx+x)#(qLerR%_
zVqp4jrBHhsk%O@^DoPf{Y!b)DJ#2IL&4Zf-l7>^o_C@990aO;<zUXH9^!cnFG<nbI
zZ8rmBX?kdFtAJxDp5vgiY9G@94IVlh4>%YX9H~^D+3s8>@*NzU?1FKGvVM-?C-d!J
zO4(`tyu0d)I9<N=K6CFg>waPn){}7Az30L0;pndYk<6*AxR$7qm?fQnI*V7N`tefv
zfqB35*t)4mEO`%NV5X?e$tcY*9~RJz<%nqO(rw0)rUB>r2-O^Ge~oB+wJ1CI)C+Js
zTxXe*wTydi*6qRFRLBD?eyQ1TI7O@VTe!Vv2%ORwHynJt|6P;!wu83awXD{sGgb_$
zd8T38+z&I4iYNarXjF1ndg+xRs`|a|yrxx<I8jH6Hv0~{pt#eRa>aT>&gI`+yDDa!
z&`LAz5S5G4Y6+&(T%YD6T9xRkj?MqWYwY5isZa_`6Im&f$#tVYt9J{rn*Oksb}wvg
zdhi{wR9P)$`5DNtP5sjEZ-lZ4?fo!acR-PB$Nd^t0w?X7V0j@bJujO(#&AZQ-*87*
zxNCjauJo6{bN-pglrmdEZBr|hJmS=)oP4gdbF!K64NZgTFc7D>>{F>i6UqhP_$iZ;
zYRTAe%cEhQ^Muu6Svt?+_W}*Sx^|Z0ok(=zOjHDv3gaP<96twShh^1T{AkzLL71Dg
zcRlHnUI!$1OwJ-^HhX;PG#_4k%)Tc53K<=Pvo(Yo<sok5xsBFFy$~wnUB|Z&U5|^|
zUU0O|(HxS`7!Z*9>~`80fqfoPFGqi05n2yw%XyWVAa%YH8sz=Nl2=QTck0K0d_Wh&
zcM8+aFI>#W9J~1nZk8p>61a0O0Q)s$%1t#Rb+<+3v|s2-5GCT$Slo7zt2%c4;G6S}
z`MH~chrE<9ma}teaXi>AIQq|^n=r+;++ceiPDgzp+u)-Z)YX-Xv)k3}_6Gtgy#&&H
zVi+!8;dwbp&c72H@6&mFyOrqEqv*C@9d7NGz&}%4Ic*|+9LfAMaWwtzXM-%ipI*av
zw4;XH#X!{(qxsgk4I}>A0W%Ymq#>UX3(v~CAGkXI*qT^CbWnMR3LdBUD>*l&^pLl#
zrH$fatyZU;n*aiwLG5UlPQR{8Y>vN_E*XaHHNH2G+VLk87aCI7TV0}N2DHg3avS-J
zH_{sVYade_OGS+vGFM*BRTRteTcm~tO4kCbVx}fD6%FYHF<0e}*+$-k0ZRRqWz|`p
z8l^n$GKR9STnv9g7ytr$BsCJT@eMwE>!iW6w#6RC+>^7;vpUk|pJ)C*((X4OV&a#J
zGyEp4S~e~l)d!%HTr^%0Ga@EdaD;G;72Pb%>jVX*%p$$+>--L8l0T#+z0bnLpJ&&K
zg2Q=`UcGd_uk9#Zg)zkkj5BK%G2N;VNk&hOSp8_XcdqnZ9(yxRv|OenE3(;e7-yZ@
zxY~eX<dV*-g~;B)WuJ=C$mS8;$)cjbLR42+=pH(B-g~RqNJJ|+&@!{8O*;7Ax&`xk
zGIN5@ApA>SLza8NdJ3bGV*T!Q3FH_PCRS47xDNbD@(gB=)<GUJ()-koY0yG-n$*9A
z-%DMb#{!0v$Q>4TP`7(J_Gy;-{+0+m5^<C}T-LSWXY*nT^Dv6pR60v(0-61dA5~No
zY%s;3$Z#h2bOO|T?NxGH#Mm{F)hOZU5gy4!?GMHKTi>kov+WiNCr3hFWZ1WcT13xI
zU3Qu|l6pE;HK%;8md7^hAlv_z)XDO$X5h`QvV1R@)~k<73q9aJMVu~i`W7E9Y?Y~Q
zPOtRbhP!pqt8HrhG1QM_h5z9H-uO|sx-}c58+*y{{p<*{CueJJndWNW-B-(ZR*y%O
zn`>^bT@`3}=Gl+<JpbVCYYy2P*Z;UxG~XM&e#0T+TX#Hp_v1h*?!CGFrw1~q0@HQY
zmf=dC%isQS65&@8wb<ijpUXVd^}0P7j&%t7mRVS8<0a!aZD(%l#biEbY5>0Dt=y~a
zclVNP(*&($W83~P>+KQaLh48I{0zNHZQyx9-wGQ<;Ud>omDte(Szluqv?mpP{qj!P
zj8h=Wk1@X=v^CQIGxJ<V`y~IP<ahhg*2q2HuWBn%{L%bLIYH_DwHvfS!dc3PZJUP=
z3QR5Qds??Y{fZp*`60W(?QULtzd~*<=%riJip<=zH4Hnx|L7ZZQ>NL)X8-S%{{Vdw
z3u3oDG-m~#RE>-b$Dcp3l`ywS2DX3N9kjv3<I-_bS_KVnUVG~-o$_b*nYKLgS$Gl4
zcfW@gQ|HYsB?)eL69k!#;K@r+&z>#!c5wDqg!ZmpZOhU%=1kkmwH+xh@`{Hf_57f+
zN1~I%6E=}IuUS*MnVoHkW>mv<?C+97LvTv~+B?Z>;x8gREG;@_**qi0oG^y{gJ3v~
zQ9!}Or(cB+ZUyewS6n5!=l!yOXY#=tk~Oa0P;SQquM*{Smu;!LVQv3}`FW2q&a^VF
zQRX?0XyPpN!{DvljqmLh@8IQkE4AO6m5#iI(f=|%GfZ2!`)ZQkblA?TpGU$28cQ=M
zQliDKRXwVEYe?JfQiVL3&7w;Cl4@plrGVR9T0uaF6BCns1ugD7q&N1#JjyfyHS*W8
zP_;ik#{(VonGl-=_!5X>GLky<&i>3&1x~$-W~-j>)MQJgvn}Ij&dqoHda#|>p}gH4
zU!LB2Ot?^8KRF;gW*YzQlS<qr_xInssFyUp{VuPG{K}V)`_ReR7=6a(J+IU}p0b4L
zXnGC}#_mbth}2MKDq|{yuFS-ttYDn%&0_0$V++%=P<=|}Sty5#-l~K9wIZR8K9lsh
za!GTEmYhV7&@>e|_09_`&Xe@fZFa`TY5tygB01(1ucj=cMWdDSI*74a&6@^0Zw=YV
zekIxL^-mlWLOIib*+u+wl=bkdZ$g7tjJMI-+brzbltWD*m*X;(eY(j@1s%%N1wD_w
z1DQ?Qaj*G?tx<pn0kO1+2)4>z%!$3PL2R)eS|wN}g)bvU(QJlOc|Z}G#FE)(K4JLG
zhFPWiks)hM1Z}{PiS86~THKp4Tn#Vnm&HlLjNsV@lSGO)aZM^h?Ognvdd;WP<w?R(
z9~MWE3a<&pA_}tYp>^5vpOHT$9~bBEl+%&-RGp<{q@`)J2njS9>*TY`8YZks9*aM3
zzw?$Y`;mG*z=8bAbWUP1HIlLDHKXPdU65~G+0Vn4SB<Q)oqm7!(xUyOB@3D7B;2d-
z_@rrLfim=ZXBSt0sShE&ZuipgN1k`5JbVzY<Wo>+$h*J@;7(7H66CzBnHrI_V}0hP
zc>g({z?y@y>E9^EI#6BDS73TfUEKbLhTbU^Wzy_t@@s%4%glj#K-!0bN>>uc8V&F1
zK$EJZr?mHe>CZnX4U72<@N4O{MpuX@?v$9^5qk?|%HqxX7W8mPggxPz>M$Y@n*2)b
zsLx5mpUBOb<w7X@p}RO;sv>Z%HQ&}&z6G0=ksr8zcen{ZsuNHlGr(r_R}miOTI?G{
zZMhyDFJdw`h%L53GP<v1;1gjbh7gfMM&X#v>F6r>&lb}enk2%%zie27(t39#UZ!H;
zo{kK+qX*2cWwT6<Rz9r}Obbs>W)`o!Ep-V{!tL>Il^RROpwbYJd^vF9TU!BL+FjMe
z`0uJ4G%H@P3rQdon3EwN)MW?ZxDHTxKnZhaEI;dj`ZP0shr?rr6K}_LnavTSjWFk$
zSF0*ewve0c`Mw+#jWJ<?gS?t-H4J|(?V09oi85^@xHRecYGM>p0DAplf?y%Ni1yBN
zJy0&Hm#4g(0~xD;Z!SBDVyLaWe8W_xdk~6g)zDyoo<n!0bt|ReO!UQ7yoS<dG<Q8s
z2Dek%rNpYH;wlbqn5}U(p!}nO6zpOjlERBiTOn1zS`7LcjjQ#O>~xyJv6p+M;95P<
zK;e}xTAal#)z4^fc_xw308HfF0vybd1eHvF{@^$CxUb5j^QM`1jHrrlwhIv!VilYI
zk)~UyTVp3ktv=_&&@gi`u+YbX*9~XlkvoxS4Wp@`_^j4)BoYM#Y{mxDXCRx+@PZ%(
z2rViQ?H=Kkk0s%uL5uI6w5P`!@NH=0>p;qbLS1aBj6ZI?Hb>F!`F6d$yG)2>=oX~f
z8pb}1+eaj{v37t7w4U;Ndg$41VHUJd-gv?IYBX2Rl!sxj6`IHhi}OlRfoNb&MiPT1
z1`_x4B&GR|63=S`V*Fuz+nsYD{T8zlh%d_)jpn$<S9IXO3ty2ueMCrV#oom8I5q*U
zw4ys{`W2KgV)Hl|y`?$JCvz0&$)Lx;v=H@jG2gg(vG~cNHnu(EP{0cp5g8>6WSOmw
zi_1gyfJp)PivIv6y1m`YFkbof!hhZKOqB2n&B4^AfCZ#<Xwvz>_ysTK9q5&24lC-$
z-~uoz{6bZD9BEKP<q8;BSnCn<&17V14Wc;6?i%UnDMe4P;J`U`{x&rTvC%Bl%m=Ac
z3V1RV0YbYIc`y49sFNDy#3c`=VKk%UWdl{)m-VLUNg3o?kfqiT!NTfZ>q{XKmq5kK
z0G~SF)b;{}8G1~NAS!!?>EIN3E+5hUA0WLiJ_jEteVL}okiV<fTHlB!Sz1_-3vbY)
z5&MyCr+9NJ%V$SK(B&|Ny{H=P?U$-k09el-ubvMf=vrM;_l;}n&cK|%G`i4GAs}~?
z&l-+Bs%o7bnsZIG6eF2aU=I1P83O;G7bI=zgPDA+$VErk4p4O}L{$}p2%uchk#-3~
zvOE!*4xL>rLUfu@dHQy|^kuF|i{IRF@Tj;gx;;Xh-TLPNRPCx|cAhCe%~}G8D!UMm
zYh`+(bU#eDs&<mA!dtB%z8JXjY!Yyc;U7LEfCtL4O&;67?4E!dH5H^SEN6yvfzoh`
z4FJTPLC3tbxBJo!NpG>BN4CBwuG2edhza!zo6rR|&-<^~jjF_@rjoj~C|FU5Xz4Ep
zf5CgL#VzG^zg9W*tZlWe^*&Bz)GaK%FdfJy_PYqU(3Kxx9m{;i6aQuJ+P&yL+~cG7
z`413_%lqo|Z*i~)yMNo&YwALPW|utO2@^C(2ZUbPuN7+XXnWm)@(f<5E?35gBq9=w
z>{MfO_<9EQIwYL_^KU*f>5J-e+!G#;gWIvQXC#lE63hB_@cV>=Z-$JK{{c8sjsF8U
zBHjdQW^;{iA09h5l;4$t*VA;v%7}Q+zX7S3kfo~Qui)y9)rNTQ;wguud}Fh!mYtXx
z*VApMv)$b#{6?KQdl7?QbGOg2yYm^PLdZ>pG~JqB9Q|vXzu!sknD&!FEI@=<DBfI#
zxG~@!i}<U`@jS-^CF|@|6czGE%fF%IUflQ9>#Sef5(4K%whMYmIaeJ2GESLuT3KV#
zFJ#}zDs%=*%BDsBnNNW@W|gBe$m<K5zz+wD*B&biG~<$-hfBP|1F1cy_I|b@fe46I
z`EvRiLemi;TmBu<D!}+%RD7@hGCS&0qPuw7ZY9GPpAle3DecoYj~498QUWkYCdT!$
zF2o%3`&#y@uUsj)6nAp-2{Ef7S^2=_KLCIJgZ}_cHqo*Af*Ufuh9Ipmm}4r(=ia1e
zB3zBAbjC;5kS(*fdq0{ee%v)v*zbK}`}HQNS}zP8ypH+0^EOZ9wEw_RQn(sZRxoq8
zsB0Ej%#N9l2I9T;{{uL1@GuUWeir0ZI??DrDC{puy<LCtr$1n2Jitd?eP$!L^QB4G
z2)z<XD$7M!=p`kpGkoVw`4p`p&Co(b5af)pfKezuNRWR@7-FU=^ug8V%wLoBWCvL>
zsFoRm2S*H^yL#amCF3cP=NDg{<p*B8FE6|BLI0ahJqtjOfxiB>s>?W7AW{5QXn;wy
zOlvBPB2@Z(J~D(jrSgU^0VdRX;IF5uG)gz^6FgKcbb6+!G(DYqlYJ#LsXpK+4Rx7<
zj4A9IQPu3<N!$t5TlQwaDPyAa8Mu?b;)us*otktPv6G7$`)ARPTo@+y)pOW8Y6DHP
z+xHIhj9_XEWW70{Ia((Y1~8pi_sD&VtlCuXr~Cetg<rHkg+dX||ITuue%-bFZcCB6
zB9}yosJ@1!QjES%)OIyRati&D1{A5UjmPbRUajv+DEV<_;g&zDx}8e`ygpw7V>+0l
zYrF-G$TbJF{{f=ac|!=D+{3<~{{jv*g$q?Tk9QvD`1%H<8XYk1;G;TQHG!Og9yEhP
zBHP7+#A^H@WBI}!mQi~_H?Koa-$(mQ`S3uyK&iO`huil0E^z!&ph91OWpl=5DJ=P-
z{i(h9nZ{|xF6CfzLF0(P8%W%aFa+sgLBZ7Jy{zA_ELY{|H8cW%jZR^6p7NP4dd1cL
z*S$<?BMA0T-U-ClGj4aJal#^$pE~V~b?wM&Jo`d9*-{G&^Xa;z{R8cq6ox5_&KY48
zi11742^Cq6&}2CY1f?D<!kU&tZKK7h?9n7jG3suhcv*E6W0zeJp(vb)C%Cd^YfDCW
z!(1Xx&{W5h)$Uk-66P!2!3Ip76A^yrGB0@*;2(C{2MvU%Zr1))>PbKf*_>&SrtLtJ
zn2F`4J-v58LH6LEEprjD&UWF@%0t!dRxDYw=59ntprsod<=|#8NZ!Pu-(6iwx1iWN
z3UWYkFQ7`36nf(Jo2xpT@kHdeN&WpHaq22`(e4RaZ>9c29T8V7se{fi!iCeBTEy<|
z@oMTzVo&@j<PMw9^sX>2N`>tt|2wrU*#%=(pNr7k`5P^#!X|7%HFO;kdg5aK15AU$
zqF$)G=j{t?pA8W{QtcpZXI&$yoxYSP#yG&q`S}2lZhq)OU(;me{Kd@RU#63|v#y#;
zH2dUZ!VwkBzvYO4h4#CHeb!7!t>+<x-kvUPO_RYf*83M9@*NK^&`--cB?~wFj)Cnw
zIrVA>>vd-;_~Z!UMl?-Nj7Kx6d_jBSc)xpE2y!93p8B1%PY|1@PUgAx4;Z`l`KUIV
z1!^Mndb_#c*q6g3Xkq7qs&(6=UOR({X3{$8^SGR?%a>HPm*jm7wF5$8`#-71*szO{
z{APcn2j+|;k|3BMi|yA#a+BW~4Ad5Myp!LO$5i+;)d;tee7cg5>hOUYd=t7ge5kUm
z@!`|4Tsn`Ax53O*cgR>?n~UNC^_Dm$s`IJu(r;<zo0R$3cj)`)HRXvVu)FixHRQj4
z0)x7D1?&scY(soQC=oEn?+5Ei+jTMT@Z?%ylW{?bPB_A(hN{z{L@FvEzlBj2vKRhY
z&v=$!s{C@NUj)UBdgG5bkKu*D^YrxmnG=D_ugS6#oYbC=xVX6HNWg*QB8J-S8L%ME
zcxLyRIht4UxN#f0YMeGGT)JZ6VRmG&uO-vd`zCl1Wt9Fx3?`DF+=we>Q{6v3Sm2m1
z0ngq3WlL4^=w!!B7MZKhY!<sLqvRR-JYDEs519m9;)M*TorFj>_h}X~EM{kgn!nd?
zV+|H~W~$0eTa=b1X?A3&gGyuYwZKrg90cC`D&;Ru`;_&qq+It`7cZn-KKJc^_u(yw
zVUnf`>&r5p=D)t}oDhMHIJ;;)JJNu#N#n>1&1CQS6JO>l3oS!4=(DkTUj~(f^<8`n
z4!k}FM9geA`E?$jogCoR<vrOJDm0a9jPnwe^6#5_R(?8tYV<(-bGe(SVm2;RT!0RR
zil%NUgO^%2Mn%8%x+M;)4_EPJATM_00-jr^uND2En#DEb5uQqzni9Lt&(!zo{f5;+
za7@sYON2tF3g|K()Pj_H2K^}zD#~o~A;7{s5WFVi#<>g%<(=gGqZ1qT?@vqiWy1z8
zA62Bv#OAPX<oWqt|Gxq?E+Hv8>%<QL78Vb<o>EgE@0#YzD+3^*ZL?+_`G6#$u8+wb
zFSJdEEkGq@^d1IBiBV8O@@s(z;5o$X^@z^PmINTh%;Z0S+d@QCoB_t3hCh{w_SZFW
zgZBM2XPc{N;At==O3+h>TgBi(sg}n60>#&Y-!V5WSioBavWfnS@Y_4yMk2@hg;Ur_
zDF9a{vAOQIdhb0Vzb8NTb#Y<13XeA^gb&GZ%u*c>LqAaABvm3xyk1a5IiASJ&#9Kz
zgf($Yb%09rhPgjhhLRRfx<N09tDL(t?jlk4z;g}Fd<TBd;60Gj*{$)t-i!k}0^@qz
z)mcxPcu8@MFUP^>Li7!snAZlXW8FT@BPWLhememt0%oDA<?mHC`_z>SM+ZUGyW7Qi
zdidl(NgPugd-1>SaZeYdtZ0#<mdw!ahi6*bbqlI<UOoPZg3Dy;6c_TBdB00bsS_Wu
zJALrNTteJf<#l6KonW<c$Bxr)+1n}xd=$Xt&89x#z6fHJ8mqW-64B??G4XIZc1pdS
zg>be{eOU-T*a9Apz1Yez4a<|HB0dhe$Hb`^ND|O>bRcG~dzOW6k{G4O=z1`8?lmys
z#GeHRd*=UX&mN~%T(UBz0V0B%>+3CE&nQt{j~3lr>ne->mIS8!%3S8k0Zl2wq;)J2
z=WG$ggjo7qD&*-Of)cyb{%_ijHwd4EGxRD*%T&%R6bYmerz?d<LWxKkY9DctT9?tx
zr<q(0*?<Y>J5CcZP>F8kL5;fn#S6QuV0d6kLBC-hr%&PA4c7q{ruznTY8FYsLhr~a
z7wz7t*)W<zdSVw@ka3?e;-Ulc6M<ZVMVd_b*5<Xw($jo?&ZXQy^He#BSJ2Q;jVlQg
z!`ik?>e32}1}epPe$4^^Nw9(g$pZQd5Mvo%Hy1Qtt2)u^_#AjuYsv(hdlAit=UMS;
z{tz7d8MKy(Ci*JSD$s9U++=6KA8jGtz8IPdhOQ4NOV6=vX?H{L<Zh^2f!C){o3@E{
z0rr3llhpN3q8b2=R3nhOki=&+$>&8<7M1T6M7A}75K)YD$y2eM=@*vg^d1n>&x(Cb
zyK9-OwFsruvpbJ?f7@;*$3W=#K>H&y8VrhB5DLi?^Ah%w>P}U%kgT>qrpFXi)p7$M
z5I|DiUI+pUKHsxKB0J54nP$-cW;l{oAag`h$xrndeS&Z9&AlT)bZ-DMM(;Foj%%73
zG)CzmUa?I^9tGs}ED$aqCHkujsDQ>9){}~qJwMUhU4%LXNg|XDDFm0O+ZOb$?3`LA
zc5!u#g)$nx@(RuKpccFMh~|u=>B64a+F|4X4Q?t)(A6n~57siKfOhqoQw*jWqk1IE
z><D>ZkxdI6iy709Idohrz*B?3;787Ap*GFDmR-uUn^yQ_tl6}fux80)+H<ZcfDE7Y
z;i!&~p4e^4KY%a-5}gHlB~-8+-m;*fM+Knk^$bL~YUeN%*g9P&7uvlAA2(?Eu95LW
zGA(ySz5PR7v!#3f_qQtUva&Wz*uH%PjxUzD_lR!7Pf^w4pFd@VWSB&{r7jzgUB>Y6
z(wlkf(TdsNrAc2-Ge3K;iM8B^rq;OB*6kRxZF-UG8|GR#hYlBJ&XPycGU_ps>#vj_
z&Crw=vm7u+#jp<GSx^DfE(>c<Sv&Q`8Edp_tzo?48d!t|-CoxPLO=D!5XWi&^QWOs
zBis~ctJnOsFU@zJ+>i`PT%5_oze(F4Vjl9qC*H6RGJrQNnNMEy-J)&Jo9yCVcxt8Q
zNm-Q1f3~-Dr_k%CY3YuGb9N<<+~YaU9gC0O?=^CG$S_%GRj9r;sm(vv@>1pmen`Hv
zK<0gSd;F8$;C}#1$<oBrJ#3a@Qmh(itj{^GTYx4bZ!9fipJ2yqbb`(<#EIN5H;U9|
z=}!QyD+=1YqLEeXy-KXU;gnfIk0#JztDkx0`~&W>fNkayS0!J|{FUb%wcd+b%`wj2
zcgk1v6u^9WVtVC<DgQ{YUFHoR*@WhnM=Jj+XVH~!R&Mn+$HBCz1uPF)J@h;$ruDwo
z;Qj5sFBMnK@2`l1HO(<WY?0G?18tvdh1O(_BPFkL^vx^0Gc<wFr|+g_5=XmaqDG@Z
zXX|@{D@O?ke@l`3aF(#2-V=FGY{yDoFxhwud^des&B9(YKmMR~8(9{0)291BKt>7i
zaTUk=X_ajuU4Q2IS@V^9_~~4+R?GMw^ESK<(v2TNv9@@ru(el1H2SmJ-HIP_H9d}!
zy`4ix4N2T1dYG-kQ?>45vrWBO=CRSAV!HlI09wGb&7*EcwT>;(#vk9Ie@=2MlgTgU
zRpJkCR#|w5$5uIHTYpZtG5ZX)(gI{Vb8;d$1twU1f>AU5t!R^+y;_Xm%u!|uXbGU^
zN&g>Ut3RhWGBy9nwluBXF5AC1h*kPE{Ag1v>+?y|hEDYJM45D+QL8F9r-H9ym!u5^
zAb2%qieCj){8s0ZJ}9%Y9fxs#5mRlESn3T7b_gI&O1AuAw%)w)Z&W9Z{M<YU@=lpM
z;u3qdB^vzTeKCREa3S*FMdTPhzlQ0}H(g!1f}43-sks{d0eMZwq(TiRE8XFruF<79
z5^w!`YmSdjAME}R!w-3D@gti79j#V|{`rfxebI@+tiIfZ{7S!~Z&vt|t5n*|ODy@k
z-x{QCn5NyYufhhEyJ;mS1O+&5^6Y*aa~*zsva2vESzu`XcIxeurVq?-h|h-h?22c8
zY!2S4PlM}#71yB8z{}ZJayc7Sm@>;(Odw0h0gZuP|M0^{;y(7T7b|7vHUMWY7n@I9
zBwt-EVRuEDSRDIbJLq4OM#Qj*uE%y-|FN>Q{ib={dp5z`^<CvEeM`Vb5R<vvXk_JP
znZK4y*nP4e_G&8|mf4TQv$X+^Lt;yaw!tffO>rWS#zJ6y;|)<c8Z=KZyhj?syTz!D
z%?e+6lIlNmxVpy!JpA$p-eW5Iyr#dbLf3H0;O?O-sIIM^hH>H+xMuf3b4BO#+2LF-
znc?O^1IB8V!5#?jF$NN)yl@7$LrOHn>dRY=Je}4qRZHO|oyo8VUa@gGf3qiagrNj)
zaON4Q#mTwJHD5LD0p}~o-Yg?#))<~dF}GyhaR%S=r0e{R?>zNN>ClgA)tkGrZzbV*
zzRodES2+A@GDa02sULtTtDd7xuw-`2O5l<3QZ7!Pla@BcM-?25n~Vrw)0VDl`QXLR
zI&>DJsEmdh8^L$r9Y6#uI%ofk%L<;8<=DUvY>U^3XqlbFZ{1EPv1@C!n>^vvaeOM>
zVd&9qMv^FN^2=nm5Guj_IXEQ8oty(N-?#(f34heh3HPz_`(?Y&z0hFW_yTV3k21B)
zu^i66otDF_6c;<07WTZP?Ebl?y1LZExRz;5Z6ug2y+6Tg*)<c{RfBCA^TUw3hy!~L
zqVbuZQ?~<`H=E2`chd@~mV+t{HDRNj%*PJln;H2v&NzVk3K@^&TwQ|dn~CEqJfMfy
zOW3J%*H1)p@@~H?RqnyM*_>}@kbB*Av`aK9!)xfzog0BS!5l60frt2t?z!Z1Hqt;(
z?pT_Ta}FX9MSSYmSBcU$qD${w(6Kba*Epl2F?}o8;1ybGsKw?<)td-s&&el0#^x`i
z^<%P0E@#v#58a0%+esM<miHhr{Uc_7rl=3BKfMnPh&SAH&kR*HPF<3P>Tiam*fn^C
zFo8eWGh}{7scmy_cb<nuqzXPZ67&2+H4DB<>A5Qbyg{maBtVQHxTq>APWguLX$pEJ
zca^HSuk?wU%W1KLxoT+_a`t+%sMsEoe0Jg$%cS14@}*BV`%Za*9``*UI)UXsz`U56
z)x;KU-9m)l@p@!|!qOe$js7@au{vg!sNjIB^agcl0xA7rUN{(L#7o3kTIW$xUV407
zT3#J?4b@72Fz{Ql+FykiRu+vs**(U;==#>T^foWUdNKN68B{g?I8+9nxpDoE)xB%9
zla^V}WNv_|oF@=?I-hToZigNQOV^{Az_cY|t7qNov`_qOS_>-qlPUmZVxJjeP@$gc
z$Hu$dOAXwLzIp^Nw5K9l^`Ecq8oL>H@9_=-e9&Ha?-^k+81&!bSe%Qw;IQR#lR;0f
zoi=@%(otGX3^XaPd&~IR$Vo6-1!ivIW#AQlk{YB5>g>=v-}<<C9H9?M^QpN0!m`*%
z#%S-_PqDjk-w*ecSnLKG(vfj_|F$B7HxN-y5fC{m<!5?-GbT<;WX7U*P|>h_2O;UR
zF1;$9^3}{!l4an5NxR<IA)T*Z9c0dRcPO~6Hsak=$eN&M*-9I{D{($5@Y%)(_pgSk
z0hjdSGXTYx<9r@2T=S5ATc}Slm_Sw?y?!;Rwc$IKJN8k?1@X}@&p;Za7nT%A**^BI
zFa9<)Awp}?QJ#uQttp>#O^qQ8f6~qF4<yTGs-4PSk_bJ@CUp0}5d@b)y4J-=qq<7%
z%&YUS2)#hMluO=9u~#QRRPHA(IT7+ctH1q^>pQ+Tu7Se<m0t!Y-q)F%PRnRDhk1&h
znXHdgQ;Zb2ykZ!gGtx1X8Nmpxo^><^=#0yen3C^<2TgOc$J3OfKD$7j#eeGa&Y>8Y
z|J@8DR$hJrmAjc1A3x~Hl85Afqo+bAz_A{O0lj^YV^wK!{cgFG<@6nZ`B_k?amJB(
z#8{=kC;IIs8iC(Uc)cTj<A&sc{{S>^T4b7K|CR417AFh`z%hYHG*OM?KS0r>F93?V
z<HS`zT1+J3b}52U!Z4O^%{IK6U*;e5Tx!h6aMt^3_^qj>4=klx`p{S&JH?@{09j9n
zTmJ!aqJ%CTX1H(w1i~D8yT7l;3G?ceP|t08SvW|=g%VGFpHRDTkuS;9hs`t}5=^yw
zUW%}6UAfOIDR4gb7wXl$+;9Q_-riu)>`zF(aMRe$N0cSBvx@y9@jbcqc~;!qb%6mY
z4jBuWaKRlY;Pwf&PbHb?-2+<jC+7gl35HfAlPK~x07pK-BMp3AodQJ&NnFV%Tl!dv
zpl>rL{X;%^09aq@ZP0!TMBZ~~GAyrd?qGWXd_eVPo`LQ%hps;2lL`HW=Y_63hlc?W
z%gJqlhXiCZI|8ejzS#)`!t(Q($q3af+jxactQo4K{&r(BWA#G2IYXE$X|ea!wPsiy
z-Mc0n^zMGoYgItA5cmm4d||187i2viEGZ29kVJ}K`L&%Zrq4VVnpz%?r-@e%z(>ow
zLtP}jC|fu(0APhzGh7hx$=f}rig+rs#B5TIy`;RD=~G)2i}FLD74R7sA@rkSJ@+TK
zFWnW^ZuwwDUB2Elz8M~(JDTEJuQ+j5F35pVXtZ1&(wC=PJed)P@PGN#$_(`z_2T9(
zF&w_Ch!zecNi#F!lC#p_+I-9iZ2^H(&D=ZmLIqC&&hSaUSOEW*&g4uzzYNTsz09N%
ztxty1=9VaV0Mn778md4M(7nc~&1XOrsf_+RkJ?m)$gm2!(XT)*K@1>MdY4t@z-TTE
z$uCB!)dwt<7Hg;qcseKvThcR2j^Pz2FfzcCXyNZA3}&{{1U=)Bt6TDzlS%8mNnjQl
z=v+{gcbCnI8^u*8P)utHR75D{9f=EGw-`KZo<9j&j{|V`Fq_)wF;q>OSM^A`C6(x!
z4M|Iii$h5-xBCFnq~s*SVV!DI4Nlg4Uw46^89~YEfR?_SHs(5YEklyxrjlEyc$c!r
zw28xluqb|Z<k+bQvN(0~y4H~P=tl>kExiK2R_4K(wCdN3DaDC%X_4Q8&T*YW3lyrp
zrb_dO#n#luBpT~OJfn;n9$u(3Ug0|+uj%8?A)_vm<h`>lImOR`s36UE`Rk-{2h~^&
zJxtN6a$Yc=7LJ0Z63-yh562^-IyGUcu1-Ew2!LuPVGk1|#_B7EdJUiMoj5Z6VhO@6
zGhC9ezpN^((fM!_>r^)-$U$zVLev3Rr-HC3MgeN<>alW2AvdN7hQ6H*&P({~zSv2m
z(|y@;2AR7V3^~&$b&C|Kxg0K>Llz!xX|htij*P3J_~O)G3v}`6Cp{^)9##FJcsiYN
z>b_gpp_N!*s>z0dQPV9)LElR^4j|+vn4<|oErIIjxWIH`I`f6vud^n!7h#{q-VB@7
zMgy;C(w)Pi$D>rPFiuA&Mzj5jhS6LSqT<NZxrE#@DY^HAw09nS7DDlLqIJ>5={B|<
zz`_Ym)~D3(u-BjN5=g+DUUWI2X|HUzVEe=u^Ha&{f%o5SQ~j~z*0Zo3XYV_dN+S>U
z!svp-?t>cV)Nx8!QUnkNqHJ7+ZXREBwqGk5?WTksjC*y@ov9Fu?AFvyNHr5)I3oIF
z$C*tt|3>N`MA>(P{i*I-6R{d<#Ffrym<li~uGwVT>_F22z(|9q5S^QAOwtaB(MrUm
zu)k66rr--ZUWbCbrm0zN>5h|B42yX^l+<N+9vQ9B1)`&F+?G?x)0(UU$COyYszy|}
z&pt?#>SUt(z#<sQR#t&8*hKckL_EIT5&!HSwMqp<@3;z%k7$ai4491gP56q+c}<HS
z?om9oRSyUS&_iL?qr-!7<A35%zj-<IUwzNRnTQ_Mvm-+Hy+d+i1N81ge-m>(*0>Kr
zltbZsi~YGs$Qnqp0>2t^;(B;YB=*?Y3w5oe9B<<^LdLz-7{gPIf;3<PfoE(CKpT%;
zWhEG2%RBnB9hX%aw9AItg$QxyqCME-yR&}N=>>g6lt36Mw&ClB3076JFk@#7>Nh>s
z8|2OeKpC#3Poa}MRR)3w&LQ#+e;(gjDMkTzLl2rbuXPwz`8g%f6w091wzJ$=Y1Lc-
zi*zlf;)Gw;5~mWdhyveIQG+0`XHa1dcTzC8oUQr-4YG27eaMG`*Jr7l|3dU+qXeGP
zq^u)8BB#pp5$r0Ti|f3{rLC{Lx-TC2lcbh7rIb&xjDj%Y;^;5WA-hy#jfs=4@77<9
zSi6j-H0{^NqM}rXuzTd`ni`hPoS{k{vBPC!Z*@PRa&^Op%xt%dZ<iFF79Ky9V)ocu
z^f0O|$X*%>X%p8-z4;ZFFQaCWMl-<Jw>SQs#7Av;7AWaIb`;;Z!}x=vyq!|J+J2fE
zuEe5nH3GXllq2D-|3v-8rhF?<Rm}5h!^cohjw+c9`p|Q)#19L<R*gTNq{`(UMty%@
zKTsyr;=l|jD6&5@RaBz`_Lh}tNsELSjD<j;;YwrW*USP@nak@{`=P}f)>Sc2@_A&a
zmHWsaEdZMAyZfXJ`j~1@f7~UlQ13ri)6G=H`BR~Y0<P(K)v@q2){g;SP}P#u#KNP!
zNeZ4dxz+GS+YB*my4oI3TO?0A1yCKNt6)s02pWs$Qj(x+u}Y}7uYwG(lm`Uu=$UH^
z1rAu?Dt=6h2tFh7=$W(^%hYGF2m4=Bl5nr3k(*b*o;^C!`y980_MHZX_-n|hu0FU4
z9~7tEs2e`Qwg>I=gd&L1*;XxsiO1uE&5h#c#r_q#{>2~Obld2$wU-n-%0>P_qiFbg
zDD0ua$R3e3?L*#I`A>hoW+v{O`$hdM3x8UK51F?wbDMa+OCNn5mpfr@S8e@V_xnh}
zN=#n?Ku=3ut@HBD_jj)Ks=QS5_fiW;(O=<tU)1~;JT9YHaT7lE1pY~J3Uz<Q?bmOQ
z8-t>k2be>?jqZ<(eC&GwP5$U-bBAcOQZ@B1#b#gjcjwTlPKL})%OR@{o6l`MK@QJc
zUSD?lq+6LHB=u0|OW(9&sH8r%P3FP1y=B#?_-;7Lu{TGk!mO6Z;>mO6Drru$+uz&7
z;de_hSG;xoi?C@q>;+`wTT<|zWMG-gpmR*p>eAA}O~X2GTvl=P<MQRLJ3@B&<mL2<
z(4PeJ%lL@o29!bytktVNjr(W5iH@Sy-pwsX`2t1YAG|MtHY~jOBx#Gig2X8H0dg_F
zmpA%Qa<F3WTP=!7=-;P?Wy1C};BdT6?bC<$6u(Q-oyU(k4J5?shQEo6i-HRusLDtW
z4Jak0*MWW0LWL8BslWJQw|5%u1yggWe50oof5vbVGoV`}VI-sWw=K_E82!#2Sz{+@
zR=rj}Cf+Mg{VQQLI%#SyblajJizdAC<y9<L(ef=hYh5IK<h)`yGczeO_Tzckm_ivZ
zqmv>Vf)VrFKiuHKKT^(HFDGdkW0$N7FGJ~JIK0|*1EIn<-X<?E|3YL>lP*?YVYl~u
zBiXE!J412RfXVEJ{e$ds5qgfin_pV!FR{<UhklDB(O9*AX|j9$FF`vqel+R)>*6F4
zy_}o+qX6<!?#Ai|j&FQHrsdyElqcf`bwyX=V}HPPV`iSWkFOa0`U%Vro(XuyIqA}!
zdiB#VDKFUK*c)o3#J?P7F$US2V4t)86Zu?JR=JFu)A>BhclLIdz#O@J&g#7^$WqQ|
zZ+80SskvJ#jgMU2qslo>7B~9<r=IizeHXLXvW2G=(rNLcUdJ&D_Ke?C2eFU(EVZRu
zrv8L#_n!q9)S3%cS($#Ef`-}Dbqi28$`3qU(+pv2yaQ;=`|yY$L8!HiK$!)4!ss!)
z>9m$TjpsiAlc5MpCVSNzW5Mq$DMiuESL+7Q6?dx5Ht07|#lOC!g`v`MPT?Vfqbs%6
zh2I4t;*!%HS403l85x%2CRU&?b$GCl{`N^~3h4iLwUl7SrH19Hbs3-PR`vB(yy?)4
zu$({zBV)lMnuh>X0G7w{>1(<>;Q?S)n`3-Xxp$Z=R+uhXgwqdMM`#uNy>dLv@tt4S
ziEv!e+KK?o<;6bR7}K{m&P&1XP6b$F$1J`N`+<7pqO6=~njL3bdyX^KQ!cBgE*uIA
za;m1LK#ROYpHInLeg9=j68*qp7#gf!PhU<1r?iDoK#p0u@Zq@+PqNClgjVki?%n>I
zhbr%XCgNgXuyAH?B8a{Hw_8i_oAX@W!Mt5DjX3drWv~Xey*igJ1^d3~DetvYW^r-p
zuc~IB9y1M|*CAuVKNdhaEl_OYN9X!j`V^NXg;=ZhM$x9}k?G9#MYg#t!#6VGbO!!1
z)LyOuorqHk>6O6PbC1@!>1AV>r;VD&(Jf8!X`#EtEp410O+mobuM;od?Hzul@3>#q
zFw31@_1wKcbt(Ak=oR}3j;oYl-A}w;<sl~0SBam@q;)-Xvm_uTRd?x2ilyNY8ZatO
z=obH`vgWHX1Fgzm0;NTBb)k7-8WL7lf^)#*dFMF|(p#dZuPF^B*B(|*o0Fx?OSqHG
z-tVQIOf1JLJzVDyyug<77BLwQG*9eJmx8sf&c?oT>$Lom8Y2AL-Hj&6-CTFKp1~L3
z2i?ZZMRKe$^1D*U?;-$IKZS|Qy|3u4C)wK6Vi<KN*zYxd7YJI;stX-XoB4S<uoY!3
z%SRWuVSJZXPpPGQjKr9ne5eb-1)Dt5(DC+u7>f$-p*rPaAmptLq4)z?>TyN?0nB#$
zNae?Y<f+I3y24qpH*x-d{Sp3;R=hl19xF@mJZAGghTt`{y8k{w<?vVFlL3ku!dY4K
zTH9?p&nis^YQ83=hHD^HqrIQHGoD(hrxh{Z!;NTM$WWCsKqcICbf~BX^vZB-yYS}S
z{Z506pZ<T-6w>qVaLSvs$p>Vtw-~6`8mz)#_7R;LeqVwfsfxb;>szHI;pv}E>V}g1
zWVJ};s&t*l<8%TwR?NOP8jVnyvD4DkzjnCN3KN<LfHVWMBP}|>va85fsgy16XGOjY
z3PCfvrugXjsh|0;Arzq6mG`N!Tz*zLap<?zgOa|!$`xhKN!v*%wIo8^2z^Slrd+4v
zlXY*`g&ofk{;jWaBdGds&7P(*L2WpcYPdt`fDyCZ14-By)iwTzWr_T)^xqGIBf7-$
zL2Pgo4xzpFQ+EU^w707rWpm3iv@z(1hp$xj$LIHdma{)=)FbS5WpKM^3O(Z<P7eNJ
z?7fuEBQz?r@yT+-|4N#uu8~J;=-Vg%nk%n<Gn>tFV4=p?)q><VljYi|6<`@>2e$zd
z@!23xqG7mHe(8g^z$@!CSFj$NH0xcso8l3Pr`dBV_imeyTov(qtDhZxy_`+^(67-n
z@|sA~(qsL%p;O`wtDBZ$7Vat~Gs&N?1d6uWLxM4R##2+uOH+K+;k&o1eBY~#z;&z4
zC0|!%SxH@E3fkZw;G8$P;@N6=64Z7AZL3}_Dr}Zovre3}U+l5`>EjnAif{nRZ$4|e
z?<4j~T9&@#{j8*&|A)7ovnH()Bex$}zO$O$zkS^Pqw^=Q<NGNFDrx_iz>at0p7DW|
zf$w<Pn)N<y8ok}RqEo7;Gt8rCG{n|k|NeYM<Kf_4BDI#<mpwB8lL178MX>NE6m}QW
zXVS&yx9RuOO}GefbzZdlqLZaOlU7=PunqFbHr3dLe-c4^E43`ua~2o6VY&A!fwH7u
zoL5h`M2=Eb=L@B-_&rFR%oH2)VDgfN`%t*%3ri<QWRJWW`rPdCHw&mIakPKCKO7&E
znN@M$@`=q<eaY3Pt(Eq$&1ratRDG6Cm)Eezlh+PTpYJH6mveGp)2)x2ic9M}e_n0M
z5)<$4LcE^~>kwTFlB#Mq-eit5{+1JLAzd$3WH~*v3MwVOu~|EudHAf*ETzvC%Q<@l
zhG(#rzHgOE>90~2e$lTecs+*4;G0vX9CrhzPdbbf6{$>r&a}WsXsS=#Y%7K)XQxRY
z@|jj#GXoIxA}S@WH#D#m-Y+u>ePv;9O83vGvHfHuaDX$rCC$?Af<3nWy8rFr2t(Yz
z<fI9wtj2c<jGU&N6{<SsVm!I@-@al&*LgbiS=>2kt<86+$4^*yCGMNtrn+)+9)&ij
z;i_&zaLJIg(m5|(bL)iS1PKob8N*Aeyz2Z-SAz{1JAvB5-4`ILw?00y(Imn9rR<AE
z<8Mv|<v#?h1C>m|%q-uyNJ_FymKear8n=oxV3ty!%SMuXs|~<OoG|h7CB5ZAQyN40
zs{S%*dM0$GA+w>%aG|`b^JQ9b9WbJ<knx>iCQ4SMM-0f=)EG;fktEbFm>+}h+Bq|N
z7?>b=Neeka3ZNWrcLA34f(@m8{AtX<f72&i4;KVn&M2IZf)e6CJ0a@^bn21_7o86m
z4FI{yWRI&WTpH>pi}Fw3Nl)EziC{_og6}k0OvxoYet?#Sh(pK+lAafQAecJ4^3G3c
zzn*@(xt$>(O~0=hajAqd^gjR_LFB$5rB9<Bwj(F5PJUU>PlpMV>AkJz`dV;c*quWP
zN>z=<pbq~4%jb?UCQBzRX<A9$qM{N8-*Y&@KZbY4PaF|7h3P@m2_ZQnNc04p?Z15d
zbB+!Z3PBn2&Ih3f^Ug7j`8*ITNghCni)nLv`e47_-)GAKyw=|(Ir8343X(|3J+c8I
zLw=y2L+A<x#q2dlsge|j+7X(NsA?oFw$|d%A7Oa?+KSSk2skQE<39HXPCyQ4Q%lv^
zN!dV+#+3{akDt$ms<4?N{7eRtrypIgm$bSDTugeJ&{CqGx^VJHa3p|mN=|XY6A3EP
zG7Y1|;t_e+&HBMOasX0-Ox!E~0BRJjdU#K!BqbK;X$>Sg>ZQ}c2of}tCJMH~C8Ko|
z4xV5HV+!|@N#Vm~_T6m`G~!%kz!Zg{K}k>}Af$tjU9-0PXCsJ@9;G&z{z@c6eLF3u
zQIt4?)E&wnXy>sw?h-)(acW=fE%|K2Q))3J`7^0rYE*)?GSlVAY9yAOExLsm>%ky`
zGL;3C2gv%{?`WT0uoMy3f2Zs4z9bvSZPaN!dmiBDsQP2C$ASqg9Id4eqhdfH`VsRV
zUZ9Naz^YwVEm?%fh@#>NDOeyS##|W7PdBoVv7Lb%?~VsN&~+pcg(q~L;QqUM@E)Ih
z{#s3^2_Jm#A6ztUP@}_@Db^eE%!f6&dj(*O0k8-=<YO2(`=9_tE+SI39RnlpWMqwo
zz~i7h<Du)09oL~L#H~f8B<BYqSk6bMRGo-Eha4lTbg4d3d5F%)4V*m7Y^_c>f-p38
zDn>>?1eAaV;GQEnd{Y{edubnA&ERVT4hbgr*b$VIv|DkezdK>GlKeKw^GkUE<Q>)N
z)ga^QI%92z36XMBqQC5chu`<`7Slz{Wc4Fra85SZ4%y*tK8BQ(7b&#|JjDQ7Y9psY
zPg1l7^{5X0be#LR>%mr`L*8_F&oS-<9ZbFzqbEBSf<{T$V>umhw+Iz&6BgVPeJl*_
zb-&cOB<@bpVl;v^5pI{g^&<rgSL3Nm1}uhxf5hStja{%4uUOkBaezDScr%Y%isq~<
zMx19}0XaRlAm9$C(-`A~$^c4&n@ZA^Cj__`f_f4OPoVhxvAG8V8UoyGM3U(*c_GHx
zQjips6`e~~l!O2X^9Q@A=*d<%cvhBy&q3rYeJ^<1OeRuH&cKd>-d2;yZMnl=%p2Y<
zD!kJveIPCaF8=_$(g`lUjfU9!pTLdx2?n{X4WpAK0D6~GwlaNwzfJp|8*dXFyXI|v
z<&7%JuGzF0&D+g;O73alnJsxT<`-omCz~0sW^6jrJojGmywFggw(X50!M`#pRt?J4
z%Y9C{@4KOzbXpu}6*!bi9lpxtw5bn6lM4!4&c{At<@s;C+iez@Q>Eo<MLK|B2MM-~
zss({3GJ;Zi1eFqP15gH(Z!M$`;&C!ez!_7SNt66xAOK9v0{zxJPxA8C8Lr+GYI3ko
zlI=l)@xkaDONC(MV+A{%y6`KNel&S|c3o<=;+F0gq#|3C@7RJ&rIzADmnrcz`AoxN
zGStj)5F1O(>RuHfZHOa${gs!8FRQln+3KQS4P0poZmCqgr?45C$x7u!dIeF)5@$Hf
zbs0b1#FpG;E7XK26!AFuP06bVl5j;jnF0x}d0+H}LZ3~H!zE#*DaNCwI+PIEKvDwV
zb;%C@0NO7EAZOQi@32!&<Ft|cMY?jO!VqMnrN&AjU_b#`kNRg9DMM_m7sF4e_!5Np
zkt)go%!dMrNP{I269Pbq1wWf~c@CxMOh~1+q^DFVi(tOni3e7q#E06!7%9@`aB!rg
z?Z-&m*M<NFN<qi|48}3=)P6prf0qz<#Qh7OH-i@RzYTPIUVU{EBt*FxxulwAh!3hV
zVN}?4ZpMcH0I@AH1g2eeZ<bb-Mrq|GNZ}dFE=+jBT}l<Hcrk6)ZVHV}#@Vb;>JZ>i
zSb`9M9$Foes-uiHprZ7Z)0<zK^K2!R9SU9c6o$}-)cT!q2>__J;ZpK};wwXGX-Zb5
zC^M)6#0riDxU%9}2tw5&7T5`s?uN^S(3F|Fk^m4%f+o!3^Fk|xe|iVw<^$`tNc8y<
zK6&BRwJw&b&>Vd(g^y@cWaqk2+Pf>L)(1h?(-^M0_b5C;*tK<1Yj)BmV?v|Prd44`
zgEglBDSkTSI~n~NwKSwS%WkE{+)A4OB}$h3nWWdDT5Y#*M0TH1RQYRMb*T=k$|a!M
z%GgtgAcWuzc}N5t4kivIVC6DmbW&mnu}YwY3&<c5xS1GYlBDWAK?Gh1Ac8>z5d;`J
zVn?ETByLXs0QXB61GaJo+w?f?o(X4Mg_)upL+w(ELX#P?bg~tJ=1X@ZAv@(L$Wn&k
zAZ2Mys8#B2t_>hAEM}CZ=2hKoLrG2on1IT_F1xu3eLyzR`<j)74WEY|-ee(!EU1FF
z7P6;g$#q>^b;3&ATFyx)INt+=&%FAbHqh@e202{pQ!hImhUN&^{n+7Y7N{bRI%I(C
zr2&;>CAP=>45XYTAmbg*GD%mwp{?BEYS7x&rFtb`{ZFUEKTa89?M{28OA2MOc1g~%
zGDy#4?YCp<bH57OLQvTOC(K>}ByN$8#YB7A+-;ryd>~xR8PlxpHT>{F`}^uXBc2{A
zY`0%hRO-$;<2V`4-M9QWa4F{`VC}K|fZ?fuE<8rk{J98aq<hL+iU~q+JxT4p*(ClM
zRZ?rU3c|d*Zk)GRI0ms%)e@YX9BOANFU!H-_YEl-04YgMPZFg5@jBRb&=?UjZNDrh
z&&%^V4Mwmq>$0|(ZBIVp8f_ygam55BKQf{Q{kruXcFz>oCDch`+JL$08A_@$GQ~Bb
z2^sTL0eFHv<TMJiz6j`90)+u8M5}_Jy41A$!G(gwIhA$8aFC*x0O|eVZiDxNQc2-h
zYta~OEwq$2+ENmfBSI1q1_DwB00|uuFfr499doCIb-CMZ2KvvI3x7>C8`zz8i|BAj
zY@t1AlXX;It2&YvAU3tfr80Wy3^r1y!glwZC_=#ZnI}1AZ_f~%lC@*jtp#1wm{p`k
zokx#Hi56nq6(<>TGcf>-4Q!!mlC-yytpP_WP#f_1Nw}NRyeMNzvxN^#@BMNIbMS+l
zxTa9*{I=#rYJC=yGIPAa=7DB(x@<Wz&|+2Jgvya2=2r4cOOKX{SCl9Mf|JA#m_w-u
z3yNo)GO~k}Ds3JT60twDm?;Uc+Y>V-%5oG?RaDDq{hoBmOO6b~Itd@LgCr6SjEp-p
zP^AWvPxw$ecfiNTsQLaJJ~rH4S~4@ZAAlbXj(;AQ*l^5S?UgC7ce;Hx0AS-iFn0Oz
zAnlfLlpJSa_?^1<I}V!;EaC~$ZDZ4yQ_t>jyo}gwr0vuW*udxq>-g{^kAPqS=m7jU
z`@x05C0ReaU&MYJ5`P{l9_j*BX1u+RwsRVwkZ?LVctsl#*J#JC0Rzx+Zq=25()Y#_
zoc#~-;-O|M&XpPCgY7qyvvPOH{j*q_R7ZdMwsJrRPJ13J=}?Y{%4RfE%tyo~{eDkB
z`FFYINd_hg8hp%j%n$OznP@ZR+jP=8I3+*v{_#3X**`xsgXN9$jgRsDezU=SvW+(7
z5k9oIiuB#aQsK|csGj>A<nU&s=jYq?{XaYoET}?=<Vg4!#7MeQd882?Kt8^Bd1!5E
zw`s$sSS$JKam8=bu^zj6@LN(I>A)L}&vBmr03XMN9XY=)g-k{_5M!KdH&PN$r)=+o
z>UbikqacuQcl?RR%Z4~SO9McnO!{)^xW1ru5$-4bBk6|zq?H`{V{U`v{CGjs!P24M
z7~#aIq>yrU-=}lX_Wf<b8laDLSn3Jf_8oS>>%XDmJ!0dT>7cke{&$(fu-a5X30Bza
zk4)r{GB|JQAgHfy-46c%JbI3wKj7w1NE-9G$?Mqk`Fy(Y-qjK{F9WgsF`f|WdV!~*
z=YKoSw>U8nJX3<74*dTBB<wjY%`?|*3nICZp2PWk`0}Yik>}IcR;-kQ+3)uhQ;yw&
zPI1)l$Eyz&qfdt~5J#u}0X}OJxb0$Bh#C0}&N%X0Xv<HK`vl|5S{5=!;Yk5l-_;=J
zZli?X@29N)06v&7=QOQhCp-5$XCQC*{{REifni@A#@~S?j-%o6><0v_No^_zT5zmq
zai05+(b)7Sf#Jr<1UN8vCs68o?c1)~WM{VwAkB#oB{s0Xx@~bf3)@k)3>bNxGoMkn
zVcZ-8+pfp>@JU}9>8>aYmX_O{vH}z{x65qr@$bOzJqf_`Qg#51Kx|HOcl5}|u1VvB
z#Wwso428Fqvfu+!a!EnJ`0w@kaDeTt!3OaX00eXpb>(w6QY<=&*I!M)J+OIe&huk3
zMh;K`9d{oeh{k<7d^lH^K{+`e%lMz;!&7L@N0fvY6YeWX1w%g`zMXT|ufq;GlGfk6
zNbiEA;EntB`F{=`FW33O^77ZuTql+dlH#${W9A2@{W@+sdLLdsDZ|i_@EIr9^XZIw
z{P0!#LMkz?Lut+c3Q##cfZzIjwmfrPQW8{kNkBcl?%R*o^Un+S^!xQ5sszo&x%q*v
zk$+gz2MKicSA1?e;P%*c&gA@d!Q-%586jBDeD(VN0Q`QOCqHY`x(O*KIKT=!^ym_M
zk@@{PrmqMe_s1PEp=A9%!SLJX>%tNwTmj}fZ*M*A>4e|!`h2jUQ=}w<tp5NKLFxXV
zJ&!^c*RH1=f8d}LaoFb|6Y006GxW#9SBiE|n5^swZC{Q^#@`c;pm*T9JH_d5Ny4-h
zVL2P=0|PkqBOn4XpPmjte4|0~>Fb5%@$=Bezt=)G!P1@4R6*MgG)8mXD%&Ju`FuNI
z^)HNdIqU&A-1f$PLxg0hI%Y;+O~+mG6mg$Tz8${2C_K_IM{%5k(EU2+ZO(m13(u$M
z59fsby8Zpz2BqwPGCo<zz#mW6eR$W+_^0vz06q(Y+0NsyagV_D$HR>Cx9UDvIQ@K&
z1|1xyPP*8UVetCk$IbYs@&5omHV*oJO8%S{dD-qiG5k*-eBX+HUtSCm&PSa80F)DO
zIrI8l&&@v{{K)?RPB1!tKaPKo1-@r&4E+B9mmfUeihm#T;J^mc_DXvFZEkuSdE0gE
z>A&>;JN!7*x_wFcZT!DpycUOjKDbvOOTQD3iSNOM9b)&`e-4mA8`?ztaAD@)cOUq6
z2kYU+rR}#l`s98apU?VmT3#K9`fuCUryR@Pq>oL&{D=AQU^^K%gS?P(=`soR<;pN%
zx4u8q@alL9x4u73zlZZb(|~GwuKxhb^E>bvPW8e3@CVP=g9I2JVAujQA3k8%oiBk)
zdpY$!hxzvU4~I?@S39Ios#rgIGLi0{n#xh}>#H9kcrsJH&Pe#}`3&%yxu4A~=C}Rp
zk=sc1%!bJasliH4_y?#Rcrcg0LBCA1XwZ2B8uG{58=5IiBcMcysq5)BK=kzAKTZX@
z@ZW#Wx9h3@04@nAu8-N;d!}6AMm=W8IL<p~sL1Q`<GhEogN%F!%W^g&U_bTjXNby)
zfGsie<@)?ES~m65YmM*pn2j(RW7!HwKR=n=b=!WYZ}@wTEB^q++of}C29QFQB~{5u
zCv-UV5wb`M1cEgHaCaCRo##}CuodZ#%k+O7`eTas@pUKup5@{aN{_V73rcrZ6+Vxn
zY#o$RbdKc*ws7bP0CgUupTACcNH!L{a^5|D=Sjm>#A2Jqj<nz;+;PD{QBhurLGLp;
z%0W-Rq#Pip7{?O&9DqVjMt1yuzZ2i*zChv^(4?(b)g_%pXZD-x7~BEnyjGy2wg#0a
z8*DmmF)X3T(o#tn=yAX6f0^r!qlsLZ7u%;h&z_$gG;e6X<UaQDoH=nN1T~MD81=vd
z_;vh`0A@=BsFR)YH|@XU>yiNOdy-PzvX;OH*CW1v9G(09bHP-}_y-Ey6QA<<=X`It
zAoRx#PQIhhP;5V2VQ|s&?w}E6sj{SxI;jCCDkC8U=Wse?<s0v?)T6lKFIlvf>o-NC
z1wnpUsmhkJG8B;(1K1>-<S4pEaj+-Uo*s^S)fCkRl-d*&wboGJNg2s%B%G@|jD;;f
zKHWAQ6Px$?nPtZ(QoPdBUir4Ity%KGQbLU=sAK`05vYK3+@p$hAtAISb0p?jY^D?l
zfE!%uY;x!##?rKw6`Q_w#^N&fY^B+m&6t;(DUS?UQaM1G4FcSP%yc0xJTQU&H1`7p
z`@KJ}%Q^c3F*`o?ciUQiJ+%HCcHyG7uWoPC*HWy}>a_P7ua;hVB}NSu_#w#1_HgV-
zZqsBlPg96(33(A(VGn6a-AjuArLdv+mAW6kt5r%R#u~5El)7ztpG=@3+AGe&knChR
zBAqgr%^bLgkmG5Q5-OJR5xR<Uc!a%Bkf15jW&&mNeG*BANJ!QXh}uea#K~rqg#Q4<
zxC|1Z_;i>X1pffU0;L-Q2tWp5N&pit;?bk0N=wh>L?nB_oz;v0H1*qTb?@q;YTIpI
z@3lw-V;g7Z_m1Fven4~_M5@0%Ih%FXpwEw1W{FyD*7VG!TGVPpIc+nkz{OS!XmIHj
z2C_AU)Z)ogL?0}TYD$uKw~Q+NF5nO@8qK{*ufvMl9@|BtyB13*c`9|cUR}RSj|OQ@
zL&=9B$Jhm7wV)*M!2Mc?KZR(B6E!Bvw1N8xBYB&Rq>+aunj)DsZiQxyf|ECg_=)^L
zk01^A#O+0|8v`?)3Ozw>2Y;f|^~mGuZ6-^ZOy@AA9n{KlJu{bg@0@n+whT$9__F3S
z`eZd3l-lH1SwoTPGdX=uZTT!XH8S#qYGW!2Q)NEzNGcxpd~on`pP82x@N1H*LMmB;
z{20-Z9-3)*b!|NSg(-!hD<HP0z-a-ozJ%vIOv!bB;;@Fd0WOCiSb$TJ1ayFP^2ATK
zPLJ?v7W5b)Y!-Q3e$mMuaC%=4D70F~{dvRj@)Q36`%ZZ1EhL-)Jmik?{{V^ew*7jJ
z1h+q@UBK_xrv1Sk_TX|Rk&XIx{{UV7zP<ReM<98?j+)MzUO!A%!FyJVfcvw7->;F8
zw@eQ^@c3{oHjBrs)cOpuk4?z)2|w52oSHE;NBl&7yN|=ZJ$A<f(J-83{{R8-&!^#&
zjvEFAru?RCFL;1=JoVgQ!hic9=;<}QW2cg?zPmZLPeF~oJZ>!KG5-KuKshHKS?F?i
z$^9Jk94S*P)cz;>_53*Qi2&mVpzFW!{&?X^LDJhBUv6<0=gx3pE&Y#>q>!0|u)#so
z^2V|LTX3wP)7MFiwpOsUt<vJ0PC+1~Bo3tQgWT+R>WLWWt@him`t8>vJarG}e2n(!
zK7B?<!><jEAdv+0y@9>p&9@Lb88CL-oMSlKY^MWmgWWrI`42(IaUmzauTXw{w)t<l
z_1l6Jz7Jjh0AB!qJaN!IGo1c=^z=P{UYrmndJD)G@c#Ar$hVdZ9|;2k-XHm%KO?yL
zaq&;5{vq@_kL91ljtPA4i61aOmUz!Q;(r0a2LAvXD)SaPgE!_3>7*DwW!*$!dPezB
z2e3P7>zw?y-=`VDGf$A<IMe_;0oUc6kVfB3kDhQst*5BCx=dV&Fgb1p3`46?ply3>
zs3-+cDCZ$Z2mX$Z6MzxWFFD-x#>8iZ3RrBNiu-|-Bz8CjMQ0xQ->wsq0XYW6{3U&x
z)qZ^P^OqL|SH$Oq4o=f+_GPJ5j}w_Z--80@L`tO&n<<dHa+?ZkjZQ7fZ4N-4It-TG
z4l?*@#+H=brzpSV{`ge=oZZLGZyxjuvY8pQ$f>u=_v|ZrnHj8&S-I{Tn(YClFHlRb
zQDS88qgNY3rIe*ItAvXIH-HVmF~83k{{V)0M8XIJo00(YxtR3FleEJs8OlyduntMs
z5(p_8a7e;QAZLAs2^$uXGGpz=hZ%C@I;{;c9hV$=#VBNXZJ`BgIrmbK6r#Lf5Jr8V
zQ+zLdfu0!(4SK0c=Uu@EPCsg0*N-+{dG<AGL)6O!5bRYg#cE31s6lQxI7-ruxKp$C
zsrVY?J4=D#f5FTOd$B=F6&N;`FZojy^`mCwDs2i4e!VQ<0;eZOW=Z>`?U4$r&^^#k
zLjZh4pNJo%$e?ul$_W<G5_abUerHZs$CZ9o{hj_dIm)=_m!21S$y<XdDN_}hc4b=J
zw^kOElrQ^9bTdYvBrPfqB$}7LkV;Ze6^kO}U;Ldv9{0kdKYdB%HzuJtP~+|0H@dDW
z(<o6IysCYHPP!@Udq>@A>f}L?Qsam?NU#oJ{kNVeE>j_k64m9WE+IHbZRV+U3#zut
zNIFlp)~2^fTGNq|ZS;abPyiA*f?UP%$KvCfMbzG0{^m4@l1hWLx-D_bN|2<JpDoH&
zsERBHS^(oq(cB8aQuQ79fm}hu?tnDfe!n|kO)+IWJp<lSj+=lFJp}y!09;I}H~gOO
z3jCps9;4#7$2?kdX+m9<OQ5r5^4%Ixbt$;DTh_UBN|p+Ol7%&I$6AR1GFC!L{-4SJ
z0I&<go|VV7tNtQx7z5pQqV@HAB1?!@-%?(F%jLYFwWQ+=I?_S+8%t$8Ql!b!>JnU+
zI#ij`-(I(*%8=xV4=m#=b?271Tv^*CY9#kNal{Xv=e~QK^zGNCKRzH;Q_9t3d0YP2
z<Tl$D6G*~;a1+dl{{Xsid(Hi;{vEkD7}LBccp&B7fYV^6Ena0d)3YBK$V1YpRy76b
zGTczXQk}X3q+lu49AZ3k2knCKp?ZhequmylE#bYCrJE+vf@Gn!9h3V;>vHFqmjXy0
zbY~+gASnrK^s3aH05gN%e%aXPI}cA>ZN|lC2Pc0_jQ87a+x{5OP9Q2#)SONbl;{WF
zO)&UhUL!f}%+)xqVDp2R_j6Bb*9y6J*5*?Z6i%-$khy}Gz)?6UW*QTNj9>s6()x)i
zDkWJv=RNla<+gU|*By8+Q=4RZXMbOg-=9xiv&Ny*zf28}QJi)DTlCMvhT+f#f-q#K
ziN>Nf&r`nspQD~NGCOCm+jF)%<EO}ge~$nP$<N0a_+#?^9k|y~J8h5WzJ5nOpO*#<
z83(#!*QWmf!{N8Qb{#toJ{Q%E)r=mS4^f_-yWk)3VC*<8^D%-?Oo8zkKQZ<BblZ=f
zXu$`mJLA*SBjMjC8|-*6U_-Bv4i0){L}PqywmN)!c02Hht;$l0w*w^ZGDtr`pT{Gv
z=dy}R+E7S4V+r@V0s6;s2Yws+tNN6#nFROFPt<(2-_wHz8Y|LPxy-gV@|h~?I;}^q
zeuxC`jsCnL_2pf<o&JaL{5$?9w>!RNLFH#S2ue<KjS0rv;BTCF2dK&6D3=Lez#NmG
zPWyK4f%G`yH$B32>Cd0a{{YnB!*|X0v1@+O1SNEul`5nbN`L|tQWU(BfK+srQlq40
zM0)MTqw)&oaf*Mkd8brY8&U{31+|2of$g7$Nj-S29%Mx`>|3rf0rOm-)e9;MDIw7f
z)ij`_?lia&q>a*d0Gu8r$0h6jQ`9%S%r#e~KyfN30IEbrUO^e_sGM)P&JRp+%<+T;
z6qp83V_)4Mop1Zv>Peh#@a2BUjf0=}r7;j<`F4?Q&Ml5LMY@Do?*#>A3CPZHM#no7
z-1;BKWYh^on6X>bec0?H)D115XRbSNg0(BlLug@3$lGk-V<Wdrb?ek;u)#j_(iuTU
z$ws!$2_X4SDWXRC>VtvP9XRHQgCA!agq3UQ8t6VB%=04)*wqk7I*-SE=YQpmzYe`g
z?rH9&ntRPSP^PZCCsKofvKxBgr^a+@%5&!--z1<CTuYu_m1KfJ9-@?ym1Ko){JvS+
zZV7JLo^%%54yB>}qUH3ROUW6Jd{N#h8d9YNyW}OL90clE)KZ*~4M&*z;S(UvwunDd
z8vP@!@g$<vKm#iHoyX*R{{Rf*zXPOHl4GRn*h{A?*KtsYMh9$=H$4tX>BCUPNkv%I
zkTJM9-_xl(^d$A$>OI<-@)47gWz&aIlm7rn#rfm`gY)m68gFC2uP?iejN)Li5=?34
zCru}&<_V2;c-pBI0q-1q#>2k<0FQIq*Kv(h0MEUipO5Ht`0(3DspDdH1E+6?Z;pSE
z+k;kTgOi+k5J322f8+Dvg#i1#H@DvSlq`)z{eL_zAx}}4EU5j`z!*NQZhD^I9ux?i
zFa~~m^dC>wPhI$GDbw>ZqC&pxi0$|75r+nQ6Z^xs8w2p+Mv3{r&H={fsr_fJ<I{!^
zN6VJ5KVQ4y=~iz(T|WNrg}al&8(Q*or6orLd;yb>!;jBjn7&29;sW%L=f1@5V%>8B
zPRddjS*c1!QZf>E1mQ<XAOoat@77f9Fs3-8fYeu<B=*qS)OOn-0l3euJrC#L+{0An
z%<6*D0_Ik$lbi|2LL7bB&k&MSRi`chkV?KiIMv{z{xK(!M%$IAe<6gaAW+s5{{SfZ
z9FAXGM?W~<4;*VUjPTYQb+ssUL#i0TI}GQ(F`n4mkT^f3^3Iu4T##kYWekS2l&yts
zy?Gw<B#;7q(YIaHJNAI002;O!-|_FheqFlfrw)CnGagffXH%`DU~RG#a(jP>Z}H>5
zkS9<_)5GZ^+ne7@V}c+~n+{sruiR~j>3mqRZPZCqGvvOOp_hPpEQ6_fl9ZBworwb{
z1nxl2F~c#$l;;$HhU#OoScKO?PE_+p9Y!`;+?;(j;xd<!jDShsY-1joJvaDgj1DU$
z=8^`D1ODQFF^!HKKV-AHaF2pge>08KMt;3Emrr3yLX}aD;VRCO5L7U6zg1@;D!>OL
zi7!Frm2y(UF_#Hy_i&Xu>PK8-{mH@H=Okl04YR{B%l6eO<c0tmkl<1}5-=8{)E>#f
zJ9fr8@nPJtrRsV2-2r}EZG`F_$t081_UY(O{dm&hX(^>df(n+kY5r)D&O&4K*BRVI
z=BiKw-AV_=ApZdPUpryEpz><!iloVM92ZnZThleL6P|<z65a_uyN^xt!nE@K?ra><
z%Yb)kTo*ncciKX~_1xfbCL2fqV{Cvv1M(kVUc3rQK-hKuKQqRXK{`Q_W^bVr>v;7u
ziWrNjv#w@=Dx%cC_)B5K_41azw&{bNiRr&nZ&%v)l}4%nHp-yMIr;wV=ciMg_2N^d
zIoM+Z*ZjX<9t9&k4*l{882V@9{LXj)wE0e(<&8$CU0`(3n2CPJP;3C@I$|@|Tt}1f
z=%fva+vC%Zo>~Tc##EnBq$qaiHUsDUIG4yIcQ_k#&tFdab?@*41C7gVEMdl)SR@0j
zv@7w*Iom(X@aqe2VQDt--eXY~)5z{(9{W5eKJyJI=X|9(`hpMW{CC(vf=1C9Km08O
zZ~p*>^*ukIZY9yCQk*2YO@gzyB~c@s=NZXUXCRNS;yB`~Zr*Tv^lD-0(j;`_uXG_e
z>+<jG!cDg^5y-(476coB37bv~MBmxah~6Z9@wb$XzCUzt*Kfq09P1j?fYev2D~j4(
zl&>kU0Zx_~J-T2m!b!mZgdm)e!@d2EwpMqe!b$%CxooFDf`{S#I5m$*r$c2dMqv!J
z-@1e#tOWdlS;kHdbBy))I9?;4E}-k>rju#qg9zb8ic+jL5|o0a9r`3{R_7#aF_E{^
zgkQ5JS$Qf6OS;y!70@juN>`AwK+~R$ER&^b2vE?VQ18?mX^0Zkl;LY{%SZ&|sneu^
z-=dUHTmjP^5J`qYbsfh{g$>i$KOAFzpksVvjT%7#YrM!vI_U(#o%A!TM?7ZNFT~n8
z1t|KE2dIyM^1@BXT1x%W6p|7Fz$w$Q1Zl}o+i;LU$vMe9Y3zE!@~?aWr0E!6!Dl-x
zWMNq$SoeS=sIOHGbJ7wA_tYRXJ>;KkYz(Cd89&}p(IjL@P7n{C2cA}_Ye~Uu<b^hH
zfO4e&0EYkrs2-<vZ;a<-a47Tm`dj7o-Z4k0(CBcH5u8HC3y523$Rre~5-?CmUclsy
z@sLhZ0mmIoKQtvHOKxtxB&jVNf$t3EEv;Ve$M;IxN{|K$l*ZNoT0qJ)rDYopIT$)|
zsCL)7k~5G}0325rPRdRWfDS>%{Rlb1Bn*R+k`Hmh=RG<9058t}039%4E@G_&rERGz
z)IyS^s1y)!l>&lDAe;bp*!A0or^9<%dC_J#Fp@vCNh1K~{`BjEDZn~<^*GoOsP2;A
z`6y5bbtOqkG^J_Iw)O*JqlJJvv`SO|00NP@F6SU3mU+Qvxu+-s;Lxz3Q>fb&prCq`
ztKKC|pLi7o9k5GWU+kO&YTEw*?LVJgF!uid#Bcp+{{XmR%{b0D5>N8SZ`b3-YCG<C
z;~wX5J!6-{ZFzIXxdPrP`No}jblV;H`UxF4<`z5W<LSrUN%j6bCb(Z1=10U4`X9aV
z+$<Bg$JhNh+!5Oyb~*3pH^%|N^gX{2f0r4-gpf8O+aD|6r(f3sLWt;oKj+5U)#?w^
z{XZ}1z+U@p{J#%R(Bp8kkO<FjkM#Z=7<6(WTbUkOPe=y#^UzXNtLOUPj-hz?kHGf&
zetGpg1j*YUKTf}&9YXzoA5Wk40~?Is@L{@(LH__Lo}TH}`o#0s148!5Ir-%0a&z$X
zBlz~*EO*F1t^Ifkm4G{u`sw{Xx$VZ`W8ywNv-AGA;KKCE4%&crvEI=W8eYO=NKiZH
z2jXye`;c>;{de4cf5$ur1RnYAu^W8-ejAOu<By{QxgRg}AJ2mT0B%xx?dNO!uqY_}
z{(B$CIQ)0`dTtgDdir$F^~dWR1l93BP!HF)^ZA}Wh5S2yC;5JVPP`Z-TS?|6CT-F^
zPo!XSSLk!~&&$5vpDx>RxO1`oWP0@f0A2V39QojSjN|ahA2E-f+-@As;OF!F_9N?)
z>%oQoS3mtE*umyC*GvyehQu6t_a6a{zdony#@f%o{y)!vVSgNU+d27U44$3#^y#*1
z9ddGTGw)~gas4<jYa98A<+vabJNeGI92`A%J7cckdH{FN%jw5txDUrC<@jeEHud!+
zcPtJLfd2py{Bl1ce~%qf;Tx0l+vDFIj>9A5dhTGp)8%`M8v;$m^dQ<n!Kz&N{CDa*
z{J`I@z3}6paAa+d*T9cXyB_C)^sjCA`X8=w)2CgsKA>;rfI8&<z8{WH)No)OJ~!Go
z0`qy1Ak5&!4jlF9JCJ{YINNL-=j*X8$51e-GE|Zh>)=LclekmaN|Z1&l((%w_8@10
zsBn*|9s3`iPThXJxNmPNh;~ePXjW4lzct(+`)5zMK51<sUjXI@s4xjO+QxbNy51+8
z%zPy+=N+)FncMmG`R*`2d>}cAD@`4Sff;&hT8Cnm+j+u9bJ0OLJL7MnxV?gUZJxiw
z*KbfU>%R?OG9_vh)(OT$mq^=uc}PhkwlcC$%nrL4CI;dF5F$l^y@9=i!2sc)lCh~u
z&N4~H+5C6u)9dTNPGqSH<#oD+D;lp9tE6=lgi>xZoWDMtru45!QDyS(oREzqsXEA6
z1zF#=2K#r;{dyDh$lGq0@{0LyZ=^Wl3Az^Emc){$Jjx}&l9Z}E8i8+RtQ9#OX~9tm
zbwD(yBi~Q@hsJI9^BUqZBon+FS~VY8=sfhqNNqmpd&!dftq`KJ%;yjYNyCA}ULNt%
z-U`|QI8IUsAQ7;aSdbMSGjgP|NeV+zu2+c4yR#1I8}vT@t+Ac*cnG#4C2DU;j9W|1
zxZ}@3lFN;(s3arJvm-4IB_&AI>tTLo6oQd~$7pQCiUZ9ineL!!Zlc|o>K0wfGM4HT
zXy`4JY1pAlN{CyEN#joNFL4^~Oh%(Ydsy$S@tj~pbOT*2BK-yYi5r|Kkw>e%q~<kP
zI+ZC2N@(}ef`J*v*94bRLQ;}a(@Ng}q=Bdo#c8&`a~7`Fbt5cO`Lh{mLQ1tQDsG{n
zL0b~g1t}OR0|b)9Q>pC+B}W#(LR8pV3i)3p!mUcw7Rac^bIT_Lg|-1e>XD2LdXr0j
zYErlqrv!noQ#89V!jt|W%MkBo<0KBKMzm_`k*A^yXlGw5W!!53a=qkgFnVcjn;Tni
zv20l1h3M1acuDcGI&3-77e0exK#T2=@7+>bar*KW>Kd=TBBuCo%>C!=eMKV~O4b@e
zYxY8FEGb1^(G9keORq3_-4#FM!>V)kd+Z@6Vhas4lZ{yeP&1#ALN&kO*Tqv2;gqU<
zf0wl2%4t#9GLosZ^f1_s2I#0WAwhE-Bu1#lSSuhQOE@sGR{Y7Ysnpuj;KgY=3$*)7
znduL$BrN+vVqY^-r_yjol0!<sDQN>p5g?B7(>fHNNK9DY<1ywjGQ>8}fpD&4QawK}
zEGER~3tEj;)s&Qt3#{{TK5<dN)vAE-PJx4!lqig8O4YXj<W?PMFICOtD>yCx0BQNU
z!jMS7_gu8XRg4k$@Nh>#vf(s3j-cz*iPXsLsCzv3sC@K><IV%_0p(R@r7n|&U?8L^
zKI)R8jsnV#^N3S*3F?NV5*wK=e?8fC@)fOKLq?BMZ3Q0USLdVM4gwCM2$OLch_^cr
z4w0;M8-sY9LI#rp!u*A%BU85_B6Pw%x~TS0r*4F}O0YEF9K(pUBP0-4GTBlR0l+%S
zHEa?NPXd!v3QnZlx>hzoZ<)72a{*Wf4%;aJVMGk5U=?I`;Y}8`?2s1>U5kp5lBP#6
zIkQYE$WoHOW0z+ou%N$xUZtf=>YVB)N@dJ~(w&igOcM1hXjeMx(HtIHw3IG9+eP!O
zWDtz47$>$53M~*0-9^fGG0V{DZ30HJn6%rRL7NU&17mzW-Vs?{W5mxRA%AJyo#yj8
z*Lliw9MG#wac$G*CZ_6@NtH#6-9e_&5pF*n$5G}s7L9=%Ie%zX%Iv=ueA#7HdC;4M
zGJ^s+i_FE@$!*Bi-4r;bKzf}uxd=jvlc}|~+E;~SIJJ@2z)Op-c&+6^oUBx;0hyN#
zSfTD^QtmKKI@PW`(&SRnZ^NGQQ0iMD)kti#podmel!TNAiu#&s9wPbKQ8i~BgzfoU
zXvJ%oyt<+|m!Li=tprgnsISx=(3qGmw}#36(g(S#h>RD6fFV5e&=IuqJg?GaOcqsh
zC13&v`b~k?etveeWRX#<v`~MxRe4wiI#}o26Q#9~e7#G6LI=76)JaN|5tNK)fXvn_
zDs>4>$y`cu5R|*(4&9G}2ItI`4WuM#7}Tr)G>n~rJ!w<puTu_GgjH!;kZYWstvpJw
z5>R}!Y6oxKp&bb)R&&S4sWVd{m&7{C^{r~sZN5_0mf?2+Au(H&-=0dANdY7Q?<9gS
zWdvK@vEF~nrMi4M-w}GKo<Imb?=v1yJ!WtPRcVcaQCql_@pXPfjrfYPUrJrmyQ@l}
zr%?&&;c>9ALPD}nA6lr_CAh6O9n|B9O0tyrg0Mo0v4Elr0YwSaH|VSlEB8)By+*0J
z;~-G3w?m6dU=B<2>QN<WQCMm`Y57~AB#;t9bR|ks(s(sp7O<vLi1w|};+a!u2mWj}
zBKOgg=e-ho-%wLwP9&%-ElCR`9l!{*K`=HmvDh6V+@fx00GnMx<M?_(I&4muDr5Ul
zf|VkvcDe~t)FN}f#C_bQKI*)*w6m)}_KL<v!yE|nZgn=by*HUE1o=zR%=<P<6yZo9
zsG>TG!NA)AD@Z9zi9Yb=x-#Lm;r)d<ZY(Vc6TCUYi-!V~ppf%Y$ZsT#N=j4^03jp*
zI0)@75N<oQ2sDON2}o{FCu>oWxGOr{h2;koxWUe(i~y`}zzCVz+Y&@&wE6k`@L!n#
z#^YOZ8<QNaN1Nl}x`%OGejxcTK$hkF<1=}YXPIVA!*0)js1WOr=gw|idU$#98Q5{$
zZP0}!WeQQsaI8)bwT9!X)x1DklqxH?aAw!#?J=oB*!`a4ZAz$Asucv8t<)3{hYK$@
zrb-8yrz%mwP8grFs@$X2yjt?v_T$<m>v|p2ajCj}op({{4Eq(kJ|j-1Wl;&HptB;O
z94skoD%KL#rRh*l{h=2v3g_`{%_Y?4*b5Yw=@cmKT`>8I^qBtuvFPxkzLuA2MKHX#
zA494nxV42699l335$d$sVKQt_A*AhV=y_sM;blgB<tF)rS|$hskrA(!B8#qFvD)(s
zyxSwoDq%()5z+U6I7(H4gQNu`IoM!<o(6e5%an#zs9fuqhY*6&(`rF?-1l%0LyO9N
z;83Kfg=b;E2$VHym;Az>Ny=cI0hbrf*l9T+6=4OpG^8KBt9%@TjfaR<!@(gjxhBEZ
z5LDI6%=l|sbqymmdF^14k*zJLBxI`{<RfT_<d8px!cDKP(oZZ!Gq^wX7#{4KCjS6l
zcD592gMUWWnQ-~%3Flh{2~RJn@)ERxqyik2*$Kk5l_9OqLVJNk8@&!Ga$$3*Ab;8~
zm2}lOq7o30OO*ynk^lgbukewi9G(NFi*GoWJ)W1z$qEGE9%x)poJInPDOCEaG28&)
zB`I-h)sJ-UN5-hs)CU9fy8-p5OPVSC?xn;^Q<l;Dqc*IyDa}gNg5!z_^ArY@;U?CB
zZNhKv_4U6#afG-V+zXW}OKS-ylyZv>TP@qFGsO~5IbteKFv__}MRd59fC(+4MPa>I
zBMK-3ILT4ma3}lfMzd7s5?;!7UnH&IfN*wFzqJX$1mKe1edV6G#_{O!9xHL01rY_X
zwIsyx3u!Sk2uWA&%(?3WY><4l=lmoU40A;?ORff+x9ViLk`miKA?$(`r6&ZaGUH`C
z5(1Z%3<Tv^1h-E(M@irEI{Zy;LblyzdCjDguCuK4njdFe`6I?pDB!<Tz80wwxsIa}
zyUQ9SzY+Ac%3JkGQ`LqmQl`TRQ+k>5BP>aMv_*4EZ#cAiKIHYiQHRWKcivSACB<Af
zEv0YJ+tx7_*0ijeBHD^ml8{w(SMKS@ASj8c&QqihIiF`;I%HoNJfvFaw~Pdc{K-R(
z)VZfXxoN3L<vsQST%^FG$B{XuIslGSC<yPCrKqhj)RlTx<y5b0YVmtz1mD*rP@;3S
zJ=nDJJwQsMDLBqkj2?#>^~9wu5I{?{RP@RaAyUn4VgZQ*E3_zd5pcHBK@k|YNR+M7
zm@Jkl>Z)40ggM^OQTK*msu-+&pe~qn+crpjQuA$vElcP|tb#BP-Z=vpNIHq^0XuQ6
zK_JI;{{X<Y9p8WVPqgP>h7TO$r%)*=1SnvFK?gg1bDo4_u^8Y&nJmMT8BVG1E;GfY
ztOCC$N{dJ*s>?~kTF<_)l&wUqM4Ez001b5`oPa0H5)F=kMb0nv(l7A(Mzg<2zrf0j
z=mj8^A8BX;cRHF5><$P0m*w!_?sQ0V<3C86+j1G75=3cn)q;gXd8IJ&SJT}g!q`1>
zb|*<787XbZj}wHY<r1Pg1x1hv&e#JZbGL5%52mA8ep`U~lEO3vfvLFdg$5b}wxXrH
ztew{B1mFM^5()^_SrjJFCg-d`h|y6Xj4TBtg=ykR7rcQ9>8U56B0(b!w7E5!J);(+
z>yFebRutCLR9W|=RVg&}rZrMR!a|DWRBe}kYqrqR6;bjKa1*n`9mKkp+-!#s;!?D!
zCn-`Dg#{#xf|8sNbGRVz+mk9UFy%mb0m?PgYWrhpR!SSH+q02RsUc}2N{vdDTcw1I
z=S3ylf(}B0%9QJrUty5Sn0kv)sZbPyol0VpHQ3bW$<9x;QxghS`=2{~_>DdV<R0pB
zv27%@nwoHuETtudIG0p!ouJuNrV4^qlA}446z%o!IrwLmt<se`meks83S27#$0f#Q
zaEz=lfDVwA6Pyq+@;!I$zH`%za#G(VOGpQNW2X7eGB@<cU_Lw-p*s>c-?z)S?cafD
zN!WG9GwJ&5IFfAuMfsbaex73RV{A7aQk)No@BKIw)K^}~N^n2oR=}T!ss3G08Z<DZ
zsDM%qaCZl`G5P$*2Pl@w11CZ5k~SYAHY4TuaDw)jk@|Aq>U!S?-|2wuz-(boI&huT
z00XAv1D~D`Ps4<iE_v7!t1|8CMO@Y<(`p~F=c<<3lMWq4va~x5>7a%S>=xFU2yJWj
zb)`sjr9&JtzB9SUBa$8)`ICK7-$OSa?C3VVpt7wvyf2Eh3qsm-3>{`IR<#;pk^v>S
z>)T_*d+@1fM6)?rMPMmLL#SqCiE>uA=Sq<^0mtP_km}r9vLq<8<~X&jOIk|G)K<K!
z#4_DE$`<WP-3b?l*<mf`bbvu6#~cW30uwB}6$d1%DK9Pi<!YHN1rY^KJo!;eNhiX9
z(`e4_U{piQlmIhLnK4vqTWNkXzGF(x2<nnLrDHithj4vC=tm6|$532uY|vagnU-a3
zt@awDRB4OJ$Dm$z`0g>sJ0iOlEm!t?l91z75TMdY)&1oqOKVO}GN!`YPzl17qjQ0f
z*Sm}{%-ar8Pz^gpyCNu%0&)>dd<^s_+&Bl<<DMEwQ)__{-P-d3=9M?(l%Ax66NjK>
zaTf+df<}OrTm&DCYoP@4!qroeEiN@J0pw{K5;}z(<w#foX*k;;gYg51xy#9JM&@rl
zVGy<gFH3rKRh>X7xi$r;!6{Muz(|PV6rr3cC*IYbBpcN_dn-!N`f#8^hM-0P8O8}Y
zAD4Z&j1en|kIo)s#tB*(_B&c|b;RgH{?`UWZK;JFoX}(GaE$064xB{dWgzl#D(5~G
zHxVEGu=9)aF)|N`@>6S0k|I#KJ6j}<x?)$-Z&}o-DSZ$55`ap4;!2}SK<L!Q_VWi_
zE|1=$uA%|q{{Xf*hfBB<?D~@$ri2AM1;wQKi5La=i#QS(I}oIjq>KfCdchYi+G{~g
zzagw70-&WQ8cu!gqoKwK0~_?=CiU#9G}!LOtwLKyKz0l4PiYS@vaEzML!M)AZ=*tz
zw%kzAv@2HtQiifeI5yK?*O8Mkh}M+qk^#N00f>m54!tzJ@o4C*p$bwq0F$x7>@&Bf
z!@tCi{BnA>*v>uGZ@O?hciV7t-=`5K)93xF^fZ5KE-EE5Qb}Q_<<y|TT+-8OTgow{
z$Z1J=v>>U{&bE}1<{+eGB}n%@xlHj#m&^-ELDV=}#l=THVp`T-Da7NbHRZYHC}bl-
z%CV$@I#8tmq@_e13?5*8NW=xir&WMP#Xudsc}5?%ZZMDct%njf^BUP{AMq6AtLLDd
z&fo#TEUVE?JeHeNZnUI@l@%c_B><giQ6VJ+V*^kM>BADPdh(6Lg|o~nMeRshn@blJ
zA=NpfP*;|grYNgP1S<mx!6&{7q4OJ-^@oi{P2EBOsJO!-vrqDu6{3`-(nHGg8d8o_
zutQ|6DFoym7rSsk$f-RJ{{Vko#sKOLjwD1$&JQg_>UnbVyX#TEVilpLn$nihg$EOb
zYE}<T&M||Xy616&!Hov+iy%MmG876wbT&}xH5{Y^t9>97(B~X8h`9N0R&^<2xkY{F
zn@f$NB~m(^aSFzVP}^@3q^J>vr8-rSxzsXu4K~DJ;c0BE%qdd5=Mw1wIn$)CpxpET
zlh-)mr3wTBf;5Q{V;>Eo(LPvE;4_tBLrW@eZbXUo(s1dj=77af*;8UhmkD&`MN>r$
zl?8dLTGHp5Jhd?LRFI*Op-tsMVM9xFo@ujMX0J?c-jM>K5$4)yq`MhmY^awTks5So
z3q>hH5)ibwm6tuj+DcZCoU2B*rnd7daVSI0IMUS2mzYpW#ub3d!cSa`f}d35BZNi1
zE&E{)QJbhVrr&+pkz~B`3Z$fl5VqE^01mLSl%)e2+fr14kg%9sWyLL}w&p;BuJy8p
z)Q6H#0#c<A96>^%X;M@Gx>S_{0F@4;C23kS5)qME))ayiGZ2}|prCT8BppFXOcRHK
z1@%_ECR3(WrBa1Hg41d=uVijQlqychVdThuLn<Pt84x2leTG6CX%d#qmfQ<Ml((B&
zq|1&P5n^amn2HMwHbz*O%i2_upLDCs(n7l^l<FO0vvMOlS4_BQ48#!Svm!!5oA&81
zy#dI}OGzI38AEczl3hq~OIllOEh=$nJ&7sSry@$KEqe+ZEiRsj&UuoYdB(8wlNII$
z(-|mmhEm7x*67r<7Q(orDnnJzmLI5f$4Dq^GmW~C(`apMcdAMfp6e)ZwGF9gaY;g!
zWZQ(5(>5J#lqCR#Eag%ZR;4K}WJysaV3Y-dq@id9K_ElPRK6|RRJd`aF->SoO4J^b
zhR}s5I@>KqVIie0=~5kZX+m(8nnRB~Qh+icnw>T+X^P3GQ<$mK)TZJ()JWn~M%K2>
zsJ_yM^{Ef3ln2s<Xj0IHr`~M}4E4zxl~)foTV<CKG&>ys0Ka~m;v^ug$g5jmm82x;
zY?L9y;g=Ppo)6-?8PFDq1;Vd*6R2b0Q~v-E=yFc^zymm$zWL{XTS{rPA&1!mGiNa?
z?-KdT<1PNohS4A?P_Y?FiCx=moQ?%3t=60*1xiPEl(rAKo>ns|6=Rm*;n16P!Mtvo
zc)0Dj@~Kpk%#==)+-F-%xb7cjYBX08>&^rhos#40^3Z~mAqjAmB@2}**AKXwO)dm@
zg+*Zu#b!Dd>xVA8<)H`wxS~{}fTbvvD<qy7ctSW(CD1qTk@7o?V;_$Fci~eWWLET*
zK7^+Oa-fm99dnKM+rD_R+e<)Ke7^l^acT}0klZ0eWN9G+=|BJlD5+~cB5wi(xD->}
zg3=O%q@*~d%8~@QRHI^}Du4n&AOUGEYi?6QKtxtjJraPCpQb)|8)WC^lCLHKkd=lT
z1T&239_|#a@<)GM?mKiGYTZf@NW`{!f5r*l)OzsIU)S3-xke;Zsre;>TigVz0c$D+
zL?cQ<RgzQ{u_;Ldca(vsk1-m2Kc*O!8^N6>^EVpD^7GiJX3nL<O4j*hmeZ1@EqYRV
zXSmLP9-w*z9ZtVhpDHwKS(vb+1h3jElf#X)*(y$x9xGrwDMS?%f~J`yV7b0{W#rtF
zY7QB5B<jp}CAOByDQ&c^DNYomj2x&B-8R~W;H>rIqjxinuLa#HX_%#c_6E0#v6G$2
z!Rk-`6}JtMXz<)z0XOPwG$7d9Lpm>t=UJHq>i`*xZ5n+sCavi7m<w)oYILiLrjisL
zsIL&%P~3YhIV44CBR=BXOV19W?i}Rv1t~~FZY2o-Bq0PO05$^vbOX1;rx2W8?KVnP
zAY?4;7D*u~$GVV7JAsT04fr*Qcf9(NmP3lpH(IgRuEQh`o;LdNB3H^MnUYBJCSd$I
zVW#@rTH9Ot37v5<f45FKj61dl+JWoz`gQpF@q+Am(}cLAvFM@SZL!mTuHAOxI8!Q8
zBq=^)xEmY~;kHgQk<^diT)IPvI#Lc*jk}+~b<RC=(>>1)%%h?Dd~f|eSV$j1@Y4>f
zH3@Q(O4g*L=Ob2njs8O)6Y0Y<$|Z$zO5u1F1W&&Cq@)z}D07&#_=zBm{ov3W<dA-)
z*{6f$jOxG}?SZ#l^PGB*kFQpLlm{LjsSfn^`-bb3NyokWLz;EPXMMf&Ix(KP80*Au
z+&R{j(ad<<W(B#F>I|ESj7-<~l*g4@N{Nf5w}kn4@5`PaJ8cQn*#lrP@gU>;_v_P#
z{@uVrJ{o_QPT!&N;y&Ao_uJp6;rI`ZI(#^OC=U$?89e~l^*+B}>ECWF;t~M7PLs^s
zMgIVx(`_71yk|~0wCYrWzTg0QpXJ9XFQo_|5xCs^Kau?N!G*$N<CWz_ki7lYUSFmH
z5T$40Ff;tY&lM-A`!&AdAeEVu2|4PDRm(Fc;tPQ9(E1a_o?g`u#TK<ARy>+rLD7!h
zR7aM6Sku?z#b7*=+zJ*(RNWe`?)d60rw}uoZK`*#Q`3GcfC}BTWkW=04z8$;VtfMD
zy!i<Ynn1Vh7V3TpX+J*pKDd0S%=t7*LqKE7ra(qLG{tBi%zhsZ1t?(r{{WAt0vKz{
ziyg7i5!q~fG_;hA50K;FK~j>EH!4UUGDbg-7S-Z$T~>7JcExmfTSr7EPCyBbEr;Et
zXs1F(-s~vJAbc4>`D7ix9uqV1jr~r3Sv)Hw9Sk8O{4F6Lf)X=~V{YFMuL&A~8cyT6
z-?+&n<F8Epc!_7mxgrXQzT`pMO|1rbb8-YFBa%S*3?ixoVOaDy#@If;ug8QW{)+$^
zLFT^spWrxL&pAo@{{Ua-!WMZNRC{Fa`rn3a&Oop{%3x_@1Fn;YVGB?L-_QIff7U&C
zZt7#+IP4DnyW`WT{dM8Ns4FGHJu&%{k@;}nRL&H4>Ilc<^y~)>B0gV0NcrHzL-Ayt
zUK{*ECnY)Lhc*VJ?4<ty-W9{R_>c1A$Hlu59@*upWUVitq<i=p&~*-hIT#oK;{=Rt
zzaGMTSs(qj{{RqYzxxs9$v-db6~KS59y_VB3sNJv6@Z7EQ5o9>K_q7$gp-^C0Qhj9
ze@{QBk=6`4EK!+I2ihbYY)_a+;&OBG`EWfnh@$|w>a*7?QT+b9{&?f8b!7mLL7Zcz
z2Tbk0HsiQ(j05@yVm&f*{=6H1S^M>z15x>F>5dAd!%05rB=;&%&Tw;;5rOo_r%}gt
zY1H)O7EVCULe+wCumiu$?Tih&@!Sw}@3Hz3)4p?pK11QQIKV;QI3V@h^w{S=O}Fp1
zIwkq~@3%<jHp1IZnx1|_e7#BKf(is!vFbA8hEjxw%7R9rvWdpP_uGBCj)R9ui1CsW
zrLmlJ)S@zep*YU_59WAm8(*{6NCbZQq%0l!gO5SoKQrGPIV>!cAm?H*ayoYX9+}D9
z@LFT1!U&6ckAT92&-K?$EIExxncHE?WrKpIkVbl76Ti$I{ddkiF`hHZj6duf80+q*
zIp5*F$8I@m2OY<t$8+*H>*zao#~(GM=cnPff9tRwojdTjLC|uvNZKa*{dDLl2#gNQ
zG!JYc0~p(=8P81Tr>_GvF{B?QvGLHKhoI}~Is?A|T1Y<kP)Ez@^~d4q$0_v$Mrfxa
zVc3F69}Ms5xar%3u>M~Uzm^n7E_>~5B;4z7t~IDjLrsJrBrRt`Km$9H2^jci`t6Pd
z!ECb}6<{dgM<8b>=y8kzws=ZY(7BJQTjvM_=n4n&>98AYH{a$}CD0NFW4F(*ZN48-
z!V8jb$b6^gyz?7iH@wZZ5z9?E#KDeQV6v|AQsYh?ut3`<eC>=LnE7A~Zg^0(=vytU
zAH0;E`;2eD^B6t&N7dFAlnjjO-_xPTP5!+-cshkC3W&kfG7<n8&f{(VSl@2{03HGF
z9=iGg`k#gXEDZCV^oX|de_nVw^L``a)8o_Of<F(RA3WaKABXelzyS84kVjsJ<MGbq
z{I~qL*g5Jy59$7VI{=6i&zPI#*pIv3FM<AH?g#MxykT(s0Qmm^uK){xcH81{{doE2
zZP0x4w+0q;^u4qhf6PESZTyG%xbC0K{{REW!1v4Q5B2^$7Z*1NRz6$*01h<{V4cYL
z_C0%l4ZjWy0&S^?=gmC_Ewgj$gI_d!GxPpm=f}e6?Sb{r>+|5d&G?Vc{doE2{BiU@
z%pMFlOmAV$U*+2T&fKjS8mCXG`ICYA{5axX^e5;s`Ssu;oa%F(x}M)mam7xbQhy=*
zI53@jyrR+5ZfQDOObk=KdS|}*Kd+x06!*vR-|`(lhXD)6wmzTdpUeF?DesTrx%!j0
z^Wmjw8_$>AV2$L9bsVQzFc12ZuA1Ol-PoVZ_4xoeN!)LOigP{QsIUk=hzeOG`~U~P
z$AfnyfHG78>GSz*(0o3B5Rs|6sg;NfH@k3{eq*Nx8r%V<!Oqzml>E+e0Lya~5dzXD
z;y&PEKqT@Y4@i$qNHGLoV>lm2d?qu9$=Yo3kTwI`AIHbB=sh^vOW7p$=sq2Xt~&lC
zo(ie10To1?W<<mA&$YY{eEmLn>IWM<_H({B>ArFNGyF1sd^sQpH<AGQeViv){t?TO
z+Wj{(5v*V|mrj$vZr{ss{(GJHuOAhzDR-5CgrQDpD=G*|)DiyxN<%u9Q?f>ssDe%o
z6`TN16Yg8VAn)tn`R&jhzCew*uD=s=7OrF2hz=+v5u=qfm6U~#+HRG3iAe)V30N7<
za8rZWR->ihM9hFbXQ#^up=;QHBHHQbBbPZg!)0kX=HHaCr4Y2snn>GpqBNxpe~UTD
zBLIvj<FJ-7pTHSEL-WV$r^g2eh?Qg%o8mKy(zidqypn)4d(oaHKxZHj?sg|T`tc^(
zmXJpH-@e~mjk<hy^gD4P#lhCm^yjF&%*~?sjDBbDZ@zlrY9?uD4Okj*2`4_jzsqjN
zzX_V9S(uEi*PIASMsP?O{{SytvCwrG<45NNG*qSF0iVErTV#&Ek>QNJ?lS6>$`%4q
zo`ivsu{h6ez>JfE0pZCKK@qgr#@#j4{hTfk-0``Cu_&&veB&AUa?;XNG&osAe4ytz
zQqrX%DmlScdJOR2H_UnNrM0zc&r@qaT1U1+3n@}TK^Y@_9rNk2J(8E*T`tsVO}>2C
z?X>cijYU~$*ASORNKgbNvO&^LK)@t!?!#uD{1~o7TqU&YEh((XijrC_jXvXxZ9ybs
z89*mJFnDV0MZg(gn`#Wi9R{1|aP+1@ftgvZFJTFTtXzT!BS`6n&XPHsD&eeDT)b|3
zcHDTkP@{P=KWH-!T3uxR%vB}2g3ux~+T<l_P)tb$l&Qw`xuqr4<&Iv~>-7{wtX)Rv
zk}49XMTt+RrX$LeHTT+ar{|$cQ?5xaq%zQL3BzELHYB}M%`2MmnPS^!p9-Aa5pSWj
zRH;y5&8EvkY`)}~^Q0y_a+LdyFo>yrr<B<X3@Iw}R0_i7^otIwDxH44M5olN%|(qs
zjw_UkfR>>lNqjc+3DOy9W#z?hL(6GIs2pho@d}DFM|qf#p9Y+yz%yV9iNEVMR||4m
zgozo-Zek1*smw?M`@q7&<>m!avqqHy*rC_qRvt0@x8GeZBW<)FZE`|i6&1Lb7RpxI
z3K>$0mOk%Z8(W8!a;k`#TsIubg;`OIpJb6tlD8jyrUHaNX-bmX2~tBXx{z7}NYa!H
z@Z|GGi1o8%)#^+pD=(|qqB5xSpuX?-nbF!_6B1Ldr!5tvl<tsKxW^IlXDPXn0s`w2
zX(|-<qb_sq$F0(3DY&R;$#w9|YMZiLOKb%=wE1Pkgs3Sw1O-U~30O%c015{&@RDGg
zn}~s_iMTju4gmq6O_Y2lK+qCISdq-ka~OW9+}Nej>D1~}nkB-+^!N~=tp*HlamdUz
z(Fs1?l_2OL2N_aAa*>n7#PIohwNs<cl*Cz)8Ie*_!e*hiop6R)YfwTQa0GzYx^?c7
z4h9Jk9+P3js!^$v>5LhX9Dx)jR9!M#b;g=PT|R0GwKyCK^8q@Ny-6S)gXPPyCf9k0
zPqMht<SAZQaXL;y!a~k7{ymfqoCRkX!Qw`WYyzalldXivCS-4~oNCpja-yUg5=wwp
zStMRg#OXi9ptdLUDzY32I))Ao-OdO8VsJtA=uUcYqGnPQ1{IFjCm^4O`8)b<PULPl
zV(9f!LP%N0!x{N}J9h2x;e7_El_eoc0G+zv?YSpAoQ?W#+;KEoJifni%WOr58L2q$
z^3QMK>E9n+ur(6BPC6e?=s%Cwgk*W3V1u#izvuAVspxjt?ZKOK5=UHT9eQN^vOc5@
zxH?a)Z)ny>-!O1tREa$|_5EZ20OkI?3vNKiUytjj@;h!gOQJ~I1bsId{$9O*j{@70
zI_LBLefRCZ0PDY@+o`{<3@L<wHqYzoHvD+%nFnq5A3onAN9(5v#L3^U!_)Z#{C-?^
z5<WkUGx>p^$A;bqm?y8hc`#?=K5#H$LL?3IkFV)J&yMMl@%iNc0AK6Ebuu%J{{TI|
znEd`6cTA5%)34|g{4v6Tr=(B)BkXQ`rv?-O{)Z#*IsCT#IQ!@PN9XeWd^jQ!JLG;{
ze=axnpO5GN0P}D`^E%w=?wGLYI(=sb6f8ZJft~PsoOJkPkCr~XX9SGN1z;5rH{4@A
z3Hbavo-=|5^XgAcA~z!Z?}H9cC2Fot<wq{bBzq;9Y}3?{jf5&B23k1D#->opx`Ilx
zfw1A&gz#!x4r&By2|j@f1uEEVdgtZ_c#eF7eQa2^#5Fn;nKq5DEtGBw7K$t+JTtcH
zON|kLp@x()cf;x(Qc@3acj>v$=j-t~-_mE1l|?!QBq(iVBpXj6Nb?wlhdab(<VsEC
zf|DA|4q!lu8{y9%KVQSAZ^QES&s|+V0#Byd>EEW<KRviAfh<Xg!^iKbtt;DqF(*Q^
zjX-3AMt>Y<fx%r)!_a*R&fUrFk^O1;;^?>sm>3omck8w?I*jeM+heix$6?3KK=<^=
z)c!qBe_lB1I2k$l=eWmz^%*>1Py`Y`9DM-v$NG2R!sECnJCApL_BlPrU*-t;@!c8N
zl5@WQ0MDmE=r$wr3Kl+IoxWbU`SjzboCY`OF`fGDgVV3`JQy$}sB|MErgk5Q+<XSx
zXN^e*eX)Qu@Edg<e?x$U(d(S&p*aV?O|W+O0oS)1p+t>{1nrz3UfXB!{zC=~bWz_K
z9}($+>+AV~2O4L5`ftAZKOUX`04)5DuKw&~kTqvcPUjfT2Ye2==zb(;l2k_6@3z?|
zBN-nr#QN@dFk`q`B#?ezhkdso4~f7BkELX6PRF^}=N_ZuzBb$74*|T)9XZGG2l<jt
zaDOe28m+_FY%!6H{D~*jV1BW|gB{ersoWf%oBdDIe*AJ<pbQVhZgHK@@y2q04gwbr
zah<lw&cOcw007_T^5PhC1IITd?P{sD?P+x$XI-vJew@WJ&|x34KWQ>tZ`kBrl@-OI
zYfGq8E;mh+RhH7ulMzb7N)iUP!HIiOlpAcFT1d&?(ENK~9^dH3^8=YyO@mKeQuDfK
zcHA?cEp=*?c&|xV7!5*-w*;xrsE`pJ6EYuhN(n=1Bn~R;n|>?&RNhp$l^T5k-c4Aw
z#XQX_rwWxh>YVf;E&0A((O#yYpDhoxryqkrptQ(wB^8sDyTX&h*C8y6`h<>RUvjG#
z?aKVQaH=xyDzu5MspcOg2zqnVX2_Duttpi%J$9`U2rE&h)e=(LI97pq(8?^bg0L0}
zMo>~GLm=j~OvSByBdQFtY8U<(SZ~7$R&`7W2GIs{5gkpiYkqjfqf}&7BXZK%s@#sV
z4yiSo<$0M_^$A9q8Oe{KxX(1Y)6XG>)Ud?pbXJ~7Np4_5!ox4hPI2=>{^o5FcWubz
zdRubXSN3*`5K-vrFR4r?&uFFUgyc7`1KMi!NJ?~TX<=v~xns{eMwf0{ww!uhyGo|T
zi&>jQVY*{2GUQe+TY9$zhNHBT3UXXh{EsEqU92pn8lhDdgcgN-a)wxeeK4R4YGzNK
zR8kTY<5JmiYyHq}F<OeSvKx&lDoGMpD+zURR0XwAnspFHRF!Qxlj=k$5CPUEHpG<W
z57I860t}RZOu<Wu2bQQH^AbhzZPhdhG}%$`3SWx*D&HF|rKI-jzj2Ma=YAKQrKz|q
zeqU5IA33{n-%^#SOa1hCF_OP|Kq#m!3K>wz^xt;yJQmT<MJK2uazQC0(_^<>d~v~_
zDkr5DJt7{kqf3`srIi)yz@}F!FcJYE5E6*#NJ+p#Km#}jj2<SR@Qi3&PMq=)@r-Kl
z^`7bRq%EQV*Y|`C{cb?D@n;kYxKlCYAz-EUnt3H8ot#Ke+dFl^9k54kJm>h{@pIy<
zlinqHnL_2yH?I0cu+4P6O`tUMbsB6Ir9_P=w-zkMB&C)VsR~z;*bN}4=|V^VUav3f
zCS?jbO7i42Dl&;VB>)Aqdt_-|oaX~U9=v(s`$(=k!qD+Kc}lfw3WAEHdu{0vgi3sd
zop@Vxl@|z|8bH>glB^VkWDFCMap;>WtV4a%4-!-Zbp(dhDI^TRw@Oangc*q5aj+DR
z!_+NqJknCgS#q5STd0Ry1ca@|lA#2JB(5Nnat09;Kedm>^}G;?H_a-rmh^%vmSq*?
zs3$lJb(pc8QC4uHt0V!wNhS8A{jh!~r`qjLuUp)>uA(i$1rqepYE-Axnj5t1ik_ss
z4yoj!Qf5bSsXyJ60|^17wxU(VXhY`jHYCVgRZ^(86W&6fb~Bc3CR3iym7xlK&)JaU
zJljETwu0$eQWUfTLX@1SAl}la+w<jDEK6~(Vy?hLwDus>DKX^<aV4d0K7>nJoLU5M
z%Cqi-I7X15lg7nO5p5|e;Z&&s*1=UhStRCAKu8L1n5IgE9KZr3+ZCxEr+G_CIGf8+
zVdVtW@Z=<<wvxR0+j6HdNJ%CEBuE0+wu^u5>c68F({b_=)Sd>9F?5@%t4~_6Pnc4f
zaHpUZf&zMm@sby?5ACD&?b$aR*pzy&Ag+phsV*VJy8`f~&SeXRziw6&B9#?HDY)eb
z2Xg9@xY<I2=r=W)c}_IA{E??fnwalOEzxdg>5KAXq!*S1=<YVMfKsA_xvYRfQb<y`
z=|ih>lwCB~^!rNdpx2|#RAe@~j5>rwODJ)d8+55`yMUskf`kq9=emp!(9;H-KiyTV
zIF^>6Q2P%dBp{TjU{yH0pxm6d8*7Ov)*N|+{{VXM+J@BgNhwnmbj~alpeZfQD@~Q$
zf#L#UcR2LTX8pKc8m>8Q(;nsbIpWn6+wM6In{CtXHydg&E<WgPnN;?LwH<`1`3{Bx
zT5T#S*b*OlH`@o`o=5&IuN%tQ+@(g~<^9JLHbC22qeqqiQ3MX9I3;>U=gQwD`MGTJ
z1DTYrYjWcAxh?zdhGnIPYLozBE82h$HXNo)l_EFqP=zJbp~bda1f|rHgE#z2{iyuq
z@q^1}IcdzByOyhp>Qd8{YNbAVbCeL+Z7&H5wpm)8(~y<BA+@DrUO@wl%8CM-mVXaL
zR;on=hw2`2Z7rgs;wfkFE(em4a6`$P2$+eI;=oc?_YYIDpxPLHwFLngb17ATwxe+h
zY{j`4^^M3bZdg7dtf_p@<kiB(>14^T%cC<|j~aC~4pga>>QS8?5$h44N?)^kODJ1`
zlG2u?p$kz$fO`abn@auVI#QF7yGcXY8}IwIteod<kI?PKQ+<jNnzsB7QK?K+B2^n4
z%D*2~MxN<*6t%i&<6LJH5>|w^gfya3ldZLlJ030Jx{>Rs=L7NB{RqeB+l;req1RhM
z%-S7VQl$bEq$Ok|s1P8i07%Lpk|1e|i9v)FjH@U@mXM&Jm8l6*k`$XL1rh>*G5{c*
zaNl0_QB1P#*)kcZ#rA7zxcGP39#589rb<{|v677iAw_rrI&+)>$AUX-`Mkl9=B<+K
z_2d$Ar4=M^zD86@Cw%uKem(2+vbKo4pyqV9z*|vl3%WwU*r_br^#=+;+jRu#+xQMV
z7upT#z3M8$PLFRS;O+h818$wc8P3D81dcTL7zVCR**yL5WFB_;;g!A~8CIitNKEta
zk$e9Do1Xsw865?CZmbc|U~Wz~?t1)y+dG~eOJRB-I8Fw))}y#S?t~5Y=m`0OPH-`n
zf-8YI-_#NCJM3}3Ha{GE_;RTad34mMoM5c=>w~#DIOspij_3*3bc4*>EZPj*eC##H
z3-|Z-aLMzET2yKv9Ql*twgKDy+d)JDjkiWlarurT*0Jb+FYCjf&3c$|&72C?QgK8F
z2fPx~gE<*EPNeh)8-K-+%Nf|uuV56T`GNZR<P07lm9C-_aFiuBzJ!s>W2|q_O{xL|
z7u{+<_K&fz%Mt^U@O`S_5*D9vqM%Owe6fI?v5~JQ^Bo5kIbkxE;z(LR8FeWH41LsR
z81MIi_<eY-eo)mUMJ_uWp(;|<sFA5#l%#LhqDaZX8QZ3Koc4{!R$`jjOU&Wb7Zg0C
zbt4!(@^Oy1_-C%o8gkP#l7Dnejn#AYCs>PYF^^bEsvTC@pn3o!5-|!Nk50J!K6o4o
zK^->gcHi~b^go&5tciD2Fp%R>oFtvX7B~3^57gsq4Tj{NwREh3=0r(2&RcOn9QV>t
ztZ(Xnj~3!1OF<X7h!AbBFgKHJ>fyse(l^Q9V0{Vs{XKsUI|T#NsQH8N>*?^}3eC>e
z+TyyAzUf+3kCt@&cpTl!4M*NYgya6@C%$_t>Fep!gHA@<7zA5eYI>1<v;@M*E?{m>
zd-n&gUtg~s(&!-m2LrcW{{S!6{3fAQqRw~8VM|kiCBl^@NdW+isH+(N02Vuwk=uj4
zXQnsDUH9wM{{Wxy;YU-@5=Tq&wzoWhGA9NHC4Vex&UeW@#^Y@LbDyUjlI9QL*Xz0H
zHaN$A{{RjECEd3f1Jl>n<PYY4Tzw7_eF)fZ*Xf^z;0$NihenqNLFsE)?=yJ@(}M<H
zVfbS^e2LrB`uY>M9SZt-^}sm;*WvL!zb*hF%pJxv)2Hivk@edrZa$YWxjD$&sLnU)
zK7TF#94>?j^qsA-o=2}DFM|S{N?p>0f?GO@(f}oCDJdO#Zb?bO(xjzbfF+O8!)hTV
zB_%0SY6u`LwH=f_)4%*%l>!QTC~&l=(~Gd$eM%W#r6d%q{3L<63K>_uj9_E$VD3y2
zO7oIq>S<0RC52$59bWs4<!DL4Ia6eThczW6hjYf=J7p{&-^2orvEoo5>B=;lZx_cu
zSg!J+!Y9H)M)poneF+4J-Uj61vi+W<oPvynf`tI2l$4z1Cnz8jjn(gJ0~$|JFVc+W
z%!b=Rl-d;JrjVrm^|6I2QUO=rP6?9IK_mV8eZ@E%SgMz#<c7!?SsKxvxCtODR((_V
zv6XBIJaa@BSz2CWQdZe2LefvVw0qit&JG5|A8@4Z4ng8#k|H8ZYa2vN4G$ycA_gl3
zC~GAo!4d%%)L0FA-q!+f-71{4lc5UE3Q0o2%9IEI6zq1`jPHYzbB;7HoFhWe`A9(x
zs1kgzl>+84pLwk6)ZW1*TC<#$IZ~*F=2ba}%0fbtCPxWS_I0>Ums=V~_gBdpNY9et
z@>TAsmAFE>b`RZ9+dK3pBmy=VPMxunxF<Lu28517QRiSLK_=Jy#FIEsr6kSBHw0V}
zXtCItoxz#h;S%Hppx}iRkdhPtQcFh~RF!YGMl|d}%2k3f!=uQwIM+38bpwF0TJsVT
z0#p-jRl*6zKp>OofAcN~eVC*c)?8CcAQbf|0|#4qPytE6_kQZI0arpCE>OZOb1K+)
zscUSS$qV=N>s7y03JMA&2SQYxV3I}#H6(=?olG|6qrkqS-P=tss5X;$#Eh($nh<X5
zVhOj2X|#_%oQzH9Zoh}mf5VIm-=^LB<Kyz<fnT7{u1Ft%>-m3|(6D>p{{RoK82I0d
zd!GVH8XYem%zBCkJrBc-<A7G%eDjm*^T*}K(6xI0T|QkuJ`5(BDmT3J<S%}kW4Jin
zXFopw0EbV9A4-mL2>D~T*Vn!Y`S2fdat{6X$LMYH>C>khh38^7{eHXfVcsZ^LZ@2`
zX>E7hes~ZUlY@==ANBR)rrw`l(Z}oY3_oA5)_QTar4Icz>__GL_29rSbig`B$4`f*
z1nMAl2j|=PXXoqmC+J!K0Ea&;^!)xj2MgbRpReKa<8VRfbHRYfxkx=nr``4V$ds&h
zI45t9;n4p8ACFPTK;a*Ut_k(^AH(1~a1ZCd>-Fo#;GUq9>JMCZ_<efyIL8JML5Mzz
z*HNJYdB@WO0>SHmemi`yMi0}sOmyRYN7VlSALG;W;2>6heK2wJ+xqdoPp$zwf!E{P
zZ{fZNehe>3Bc5xGrX-o>KP|)+9=Sa`<Mr#l0ps9a{Z81<ckA#t>+=L~8*i`A`D6L<
z^li8}{C{7qyWqeGKfE*=qz^;+iSp9|!p?ht1M}SD^W%L(xxx7CLF>Qu&j7*y0J=T;
z_S?T+{f2#W+mE`=H^BqrkI3)&a9|OrBb101w!{%X4qX8KWPgZ_x9EO(>9@~3YF!!o
z-;n%|y}&Jd^!&%uexE<k<L{WQ$6?z(pTvBI!+s0{taAO&^4NJ_(l9(YuG@~d_22M6
zhtrPDtYfdt525&U?~j24t_#w!*yEwb$NvEN_~0MlIP8}OPp`+nr+xnbkEYoK!PBgm
zkapA$kxcw1Oj6+g0E@qV`TYL?4E()%d5Zr4h#Ym?{d(YM;rVb~=6c|KNjUx=&ySvV
z;N<%6usHO{->%0e>7EQ90t`usKf7s8^UqQ`;KfoB+En7slqDrfQ8>a<2`6s*9gacj
zbHgz<QsvB(B}YDct8fBI(vnC*bN>KxohjSUZa7}t6FiDz=}NG-%WR_=+$~?cI~{;&
zD+7J9J$P(XzP+)5w^DZ>9lCTG&!+|yX+JxgoVyvgv|jrS@$qUoAf3M;KAxY;hFh2t
zOO<At3d&f7*vCQ?<BqsN-?~aaM~8_^%1*>*@ayqDoqao=BmLPU+AEb6=P5(Mf$$OA
zOG+L3EeiQ`;KCb?KQe3#z>q}5%=~bUkg=6yj`{7|)4t~$dY*%guZGt5FKyPFaw>Ck
z%~3Mkj@xQ2Q0tB*l&(yep$l;&r7LaZ5CYUz+I2YCIV%N6AYdNey$1N{*8|jJz6h(o
z%zneRBOxkKdgz)R8eUeGmrAWfQ<!ByrN)%<9BoAl2*DvGKqXE`zMiTcmjetw>b0;W
zZTvi-`TBFjeD+BJNo1Ck(hgo*GgKBzbpSL*y&Oa2ldD5uEkP(!QbK@HvZK|Taisb6
zq^rwmEg`3_=Mu|lPrTwimVH5JQBIU-DN;gy;2>~(?Ge>2#k#|aUP=&TA>}0+5|>ft
zrd18r-9ShrG^Y}!V5tef#~U+DFDomH1uIEDWPuvmVQNZ!^pu6cr#iB7LrM!MbR@Oz
z=>v@@I_WWEzLCt0?=m^>jO$u?jbmu?xjJbbcI@0)4F^>@byPO+aIJ|m??}%|Lbfj{
z>6R5ygd{czP%FZMlc{5LkPop;4Mug<FreF|4K7t$f~{a+VNKRKZwxvL3S0A~ttcuA
zacVo|Qv#Y_hD%Mh^Qm)E97Gm8#X7K$D3nvLT64i6#N!P{Ew-XmK~P9am)UBGj+D6;
ztPt5ujS<((Hg&1ICD2S7?Oh1QQbNHgI0;IMP6+~FPT%d6*xS#MiyL7?nAlo*4JVN0
z@|-^0yIdxGA9I1I-ol8Leq!2C+*vk!xUQ{<mdmaoVxJ0`Ms%PpD$y;l_zDC&kbsED
zss$QcWF?ps=a7;M&BwC2S0oiAl2WIsJjH`4C{Rh#;ZtE+OKDCDu`1g0;doB3Hn|dG
zrlrmrYbjMmWnenfKF>y2Np`PAeqd~^pyN%hoa;KWeAOtaLOgpsB)G#e6-Ws4oDcg%
z?pC_5bnFnC<)KCQiP=rKw4uNN3PQTX*p;~hbiw5TI!{krJ;DMSnb7IxoqBzKSV%;)
z7Tc>WTT|pV-U2n*7c(XzONCxxMYGI@lBSe)ORf2-C@BH3qLN3NH267kG%ADw+El3$
zl|<*YHPn^4f~MCBwO45kok0c7Ed=|iN>!afOsiU$wvZyy=<*7J-C9v?a=xOnw@5M4
zmnm08E!D8*0C6a2DZNW9ttCnv3>I41Wu}|7B^TOQ0JC7-v6dfM8lWZncK&q*odYRf
zkfjm|QGh{IfWSA<0sx)kUzEYz;wx+ho7yxTHu^!r1kIBf$BJ$z>5lnn)|M|Gby8h%
zDnEWh)hl*p$WEe^f`AE7^A+5+>VtrUs`ZfLZ<Un<^LDg?b!h}I_WhFL@}-sParLPR
zQjfe4k_)RI9Ex5V!|+tYrN&gbJocivwpM?=wBCVIipYqd;vRK6z2zvMG!w_uQfape
zg>Gt{YDyew$lT7k;<%K%r&8G$MU?VT0Z2oSI;0PDq@hU~ipHAi2sVr5+hex#t@c}u
zN_5ys*pt=?I$vqn$`7-8D(Co)fi1eT^#-VxW!E?~{{S#8E1%0Ni5i-R9H!CeRLYRT
zXRQKC)Rr47K4?<b+IWdP$a!}sFmH;>ZaF>5joEb1Qj*UoCk3JE-9gaXZC8RSPB_bD
z4JC4tx5!CKR-u8!{`)<jlFu?Zk6(VLGF&PzEo*8*rCrv&#+b^PQ>Ll4C-!9ylTeIQ
z)JN6lNg_Le1Syc_2(P#lH!H0wp*k$NQYy0Flw6Bu@`}9`Y^n9Ux6)szz^N@ntIZ+Q
zx8|s+MPBwqBJP<W6rc^r0z?}~nd=q+;!`1{>U={@Ol|SB#159iRf;63iUkyUtkR_f
zGUI%p<pp&*fl7RmDYaxNN;$?dl2^W*jXZpnYg7=mIIB{v<)y;Q%U_4ed~_s|5&=av
zu(r~rC@BFf`CEddD`UdN+bK>um5WMith^Ku?7l}++huW(MrI`2H#0@GwgA*vaVb&N
zy4AP<-Khc~Va3}v{ABydb=rlS&I&J@)^Oa%jUuZxpp@jV_b52hp@m=tN<7BeCUl6t
zy4wE$3`GNx+f^8}PM>=nX9$_Ls|-Fu?Rr{3Pnw_FJgDX+Jwy;oYFMUK9(|Bhk~OrY
zq!M>hGr?Nv_QF}#xZJRY{-S~B(z)wOlu}2$LfCosTnfnrCrL<8LOQu3Ju!m9TYB1Q
z*4|rX*!N#J=+YM*M1bHG80%^@W=7?C$pGs@uy_*{N<(3|w<C!y%PR_n&v)ry1e2sP
z#cr9aP{;xIf-{ZPkgSk&@kCCs8g6ZE?PG+u`C=~ssy*8PL6dFv-Z0(7k8DTFZPdAL
zmsF2=_}7OxsQ_o+^4v{EBEkq6K?)@#fq*)bCSQWsFTtzP(8rwLof4PNnx!pHA+fiX
zYO$MEGpM0XE#i!vB$5DfkZRAhFUYFhPq`)F(OW$7<)vW{V*%8-%;+h7;!?aM>Hy@G
z6$BB+q6NrDn&eyRV^M%&9;<hichhQcf%~wfWtUO{(tX6qbwmONqyh=&q;9#qh|o_w
zEKP-tfrMTF8coPC<r8Cx<MvubcBjsp*1D;6c`+^iUc7)M^Fjst1*hxPnrlsF99XS8
z22qbnkd(=Nz*f+4ppK<5Pn&lY$93~NnfC+<*Pu;W`MBzBiYGKJh&1KKkyn_uaYK}k
zYGK4SQjpT!TD2gnNJ_AqKKni6yJqsk#8)t<L#f1mBsSYgs#uoompHD4Z&hm!A*N^p
zO+|q1MV$(Kq_*~?GTI8%IH>^*iE@`Rd^#~yqT}+HUgX7DNpD$GrP&kdq3JKYvapo8
zv|+%ctxIf?h9>SRBEW2;x=pP!=N6C-B{ppW_axkbI%{a(LFYQ)I^kU}CMK3S#`}+?
zBU4q2LgPZh6fhYP+e4~ADkZkouig@LEAL~Y)cc{yep~T*$fQJT3vvER+4Yy(N)eQW
zIqhwE&FaVtTgPLJl@pMTQ!Le%67l5HR@0=d4_kcYq&)Y$q=7Z)?V+YZlZB_*)T97F
z``H|Dk59D}WvV1jPldWdSyU^-nv`c+At_Fl#Y#$BNl_>Fk`$JL!pf8o4-bpze6q;$
z@eqA}n277G`Yg_g5g=PzUO9=zE-h`q^ttfv=-CKNcj_J)EQO*;PNI<NgMg%^2+EY&
zUMs?h@4y);h=&mTxiq9nQkq$2v*E(rrGS7*$q-_^R1^R@QZV~u1)SkLDO;pb(&#{H
zf_$WagwlEV%{eJ~e)1IAt3L5j_g9j_8%a{oRN`Dt38N9}t*x(R{@kHOMKT2o#I>aJ
zt+s^%kP_s4w2i&c>edQ@!-S2E;sikc0n2kbi_PzXEpDIl75p=68=gaWJh0w9I^Avd
z^<12%c?u-RMBY)?Y3(wlZ>84h*80$trApD3lmbY@X(`4EfA3kziEvbT3bdWUe%j`A
zCfq7HUbI4@M^aQ2rC>JZk_G~Cw+}#rcRLuchP*=<X;E8E#lEPQJaDBrrFrMs;5Lxf
zec)1uLdi;y;R{GQKLYQMg_U@RY%+x@a%w!brdHS}c%unr57m;$O4PKGAuWdpQArp&
zcqd4M{{T?fi%3k!fu-#O22wWOV5Hwo)Ul__bIBEE^X^ZDTD0#FHbn=KcU{@bYku>o
zQ0Va==2|4qexqsEC{Otj=TC})(x6pk7g~_eTWtqa*h}a_c)#zmL&mjt#;1qNqnX#8
zjc#)O<b%yio{LnX+32o6N>qm!rq!OPJSy_)Gg_TCT=^=J+FVR@sRPPw86%3*@F_}a
zt>U+ql)H_p)nc7cZ<vaiNxb<VYEqe-j#pl<k8iK}(<Mg<kbwJ5r3*xt8)_?<Oofr?
zo0hOC7VX)4+Z1X|Dvby;Y+SJ-QfZKBaZw(v3T++424Jwl7DVf6WP+uItT`!u@Jf=A
zg~eK~a<hjmnv^v~O;9Ro+EZa_sm)7WLd#)lKrLmcu3^-;l}xs#V<XEr=s0CZ4Qq#2
zF#QVN;x$PuQB{ZXCXoU98pma%k{$0EqJ6ak5FAUA3kl5oL!S*me*FNHf&0Q*J8zHP
z1mggYmPSC}Rl!-L(CAe=f~`=A3YSNxN~qLlKJpVDG#JsGa!ao(a1fS4j=++jkdRfR
zAF)|NfYg+njq(D4INKnM`uckCndW~ksr=04)#qSId346F8)mCOH5jS>@dZ^FZZO=&
zv?&EehnAO$65<Ndl7O_8YE6o8*?pk$l!jF6Vb!Npx1Bl4d@8z8CqvE-hLh#gu<>Cb
zZzZP-C|A0tLJ4gu@g~YxNIoRn_lBd5ugt3pn3U=w?Hh^}bu~I=KHx%PDdf7EJF=UC
zhorLWZMzXmm|cpf@{-H`V=@~pWry@TaqyCnjj%pIe1_QHZkuhl5M#q9B>98N374bS
zo0k1S7sHTiB4xCh5m}(jqE2=n>|`}0DQ`fmF(r2!YAXwmS(jV$LxxLk3BuD30yM~T
z8w@NVdwfomoO)pO98jZu_mbhLV6dj$Qz$_Sl{DB%OSz4dm*r0&C;S%NOAbrSxK5`K
zVw#=gqLQFgw5HJEbPz{+;z4z+p(!Kq>zZ<+A@b3vY$d0gNGZ5n5oOzxJfOW5_F=8V
zjZHIEhc*Zx?|`{ZLkk(gu$_qs;6)|mBENCdzyO6(s{0IO6&Q}f3OzDQv}dw+&vV!?
zo-Sqc&Xve}%B$hxjS}VN^(sZNQ?uxjV#JWuMqDeZjP%&<Gf<yThNOPWOve;mnH;4p
zl7%VF2{FsS75(GB_pS30J~TOTL9m2MCAe&-skGWfK5bd=+Evt5(;!nT6++~AESL&q
zD-5>UrjmlU9CRVol?bJBn=x9IRHmD4wos>3hdbr8x2hsTNba9N3nV0llt;Rui0LU@
zsb;mrt)|mQnQJe)mXzyiX_cj_WRou_INFMmks(UGpyJNi1YqEU_-EjLpRM>&MQ%Kl
z67G~b-ZoFV90Yak(2k$Wf+kb2$lKTCJN56|f$gDPKsh^O2jSn-A5JV<etkB#NVuOZ
zF;;9w$L>ZtxP+l)DEp)3{J7JBXpTt9BeBWfCpkaR_CJpwRTPu5l0AC#+qVUxBK-YE
zw$tOUTqY{>?LL;=`&+{gFWz|##J)UBTXL!mDMThrTL#U&Z`ka(oD`|GR%kSmps}PV
zAc7U7@NLVw(rA>XsWV)}c2I^;O8)@esgx*yQiKzL;sOa#{oaA4Lm(7i+Ek}M+INBI
zfhkjGnmo*uLXI%=9ILFwj<Jw;K%C;hKA70=!><AzI+li{y%o3Q&T(&`EGsD}3UG}H
z0U;^{YFal6Qi;ga6U0@-{vv|j=L&5gObhWYDzzx;2_e*^*q8|%qQx3=(^Qe0_MA=U
z6&ED_1BS2yMYdx&GXhLpk&e|1yV$C>?Me){TwEHIchH#cl7JAl-3fgflZM>g3CJZu
zN;`r$l)S-GAGo<`IRqBuxo`v#-4dwnNI><*mcil^T}-79JfucuJIce1p|5eGgekD4
z5}c5t6_lKvK{y&n;#s>nRXbaewNsL(UrcunpsX+ZIW{tZS8`m8dyseni6%_VJBOj}
z@{mE~a~o_nI5L0{s3G(YMqN%)6gkR7?o8mx_Qo5}P+SA*2Hkyj{(MD8RO5ajIh7Et
z)wbs@`DHn_)U)L_r)J*p)V9*45R$VEK4Cx_i)q!JBNFC9a8NKdb<wx3<MZv4#80ZA
zGvY$%0DJQ}IbgY-$`P)vVlk3Bd!BAibJz~tBJ7236Ws{vY8XJBEh`;vPM5=z8QT$Z
zUAPzU)4sUZTS&IYSip;c1P62yk{KWz9l*|gd*J$?QNtTke^ja?N=8d{xVqQ2;ZoZf
zAdgTFruoMY?R*fIFfu%{2jE6MI$+}&+dB>TVJl5&R2TIp0<#$)425bF8#|txW3JgB
zhYVD~GqKY80A%@mHRXjj2q&+@F}Bb;ZLWl2pYbJFk89BBRn<mZv_`I0VyULqmfR{`
z4z8T}geW9yXlHG}^%&v<QEoei=$ArGH7!A=!lze6wJm8<RLs@aq{}NSN|mTW3U3XK
zTPTltNz-6HC2hxRmeeX_XIX987h}$$QZ*@{UZPi4psgUNAw-dY4h~K_@m=)l^czZ<
z79=S#sx#$AxDxNPGT>%Af3vGlo5RZ>uUoTJ>U94A*|dYzU~yoTLI98r)J)iCF&2PG
z0t8H(&X}l-vf)+8PzX-SIS_6n5+uQ!ax)loEjI1yy;h3s7Z`O^`+mI_%55R752#%7
zP~bw6f~C0HTle&+A1DB#P<V9d4Wz=Q0tm&6SB?NzPb#4WzT1D<ZSv`n!!yZ;SblOP
zsw8l=rn<ra7*Il~H)H8ecREq$EFk(M1JLmy=yFipdMWl+)RyhLoh2&B){okc0E3^p
zQ{^2eA0gL<B+7vRYLVsvXloOEqx8gzm>x%H*D*Wm2d<jhFuUZ;xYV1j&#X&$MvoH0
zq{x)}gp@GEHXuCfs|iZU4K|k?a3v(+I0;$XiMJoc_lMaPX?E;>aM@1RY0=n`K9t<&
z)iN6rQk6$~OCp?B${tG6TP|q|)wX(Z40%0MOE)Eo;Edj+S**AebA@|9?4T2j5I`s+
za7Grbv%?W%bN*eG_Ne%oMCuC-(yQF5<x6kAq(^ZmZ4~+<5izAGrAR_ny>B$6D@fO+
zMB^%uKw5wX12HOq3Y6L=GO9pHB#v+_FdU^xNhKinrpe7AAxeqNkO?3Oh}On!eEgOc
z?>ytyB-*#NB6KQB(HZG9rL|B>B`vV<Y2dcmE#b8xL}ZW_IupEpuXDqaR^7={w4vYj
zoM!FUq(+l2t8vqkUa6v?Evkfcvam!$4ohl7aYBcd$v{BEWbmkk&06CM4^pDG!e3|)
zIxDTRR@2xdYH4ZKg#eSj$82`vWZu(Om8r@kC6t7z#VMHT$t3Pc3e<a^{myg4R@QQb
zD3g?{_IZk0SWp0GNK7oG5I|LehHR$AE=z$SNk{-ID9?~7!2}-)iiSx#<+&aijYy(+
zf#nN@DMvLqc5ngz0LG?{lk+;<9S>}RJB)B@-#$4^<fsw9+Ltc;+4JDj;-RaalKh9}
zPL$kek=S9U7UR#oA=cYzw18IPl7L2Y!Q5KqN@}z-Y}1`tZ_M|ZfRUsSoRYmDVD>)n
z>!;A_n{Z3D>a<$@Ud({>7*!~eB_bSJe5X8y91lJ~Xe~{U+7?pkf<hJ&Lctl~=e#LU
z2|zJr71$C01pdtFtXggk7?6-bDp3G~0kI@VwD-I81~tCgb03<#v#@XLqRhDYnPSoF
zv{`JuHkVhgQz>;Atkq*PRD!4BOmz;o=ERcIh&fVLf)<i;IN;wqIb6-9GV@O{EPw39
z8f0o+Zs1MFM>KkD`Rh;Y*z;;Af7xR_I5?KsW!Dhni$ZV-bs2Ga<IjFx-!)1T_Vu{L
z)k3DN6$+(FlO4GayCAZ*p#;2zx}?EM77L0}kX?DivQ*kbi!0>Bo?TuSTA*EMrO>I(
z(<T8<aWN_M>hH9c6t-ufZ6-VZ#JG{CMI}wX)RtOtr4$E{sFo^H8Vxqn&NjBvW#XLe
zl7zTILq{pe<BZDzNRJW3h%6~fE;zQ*w5)&`3dp!6u_fSCkhn=XQc6^AnUH{M#E&H$
zjMT()f0hc0_(@^$d)vVdrCB3M_V5mHNWk9&<A$r6-XS?%bkJJ1tnO=AmCKR)j@oTB
zn{M)>)GH}Ms!T{)lM)3%$%O_xYf`kfa^6bDjGjJtk-w~~1yw{_*44jPq(-`&rqidQ
znNKN|5F%2L;B~eV9Z&A`hZF8P0CXHEVvBhx&1iR5+6CgC8&>5$Dk`-<4@iyVMror@
zO*V~BlJ}9J7+^{Eb*0kKL0DPWt2s6jr6_==%47&4pqL<__>x#efFzrPn$ii82|y_%
zJQN10G~{LmKoj_dM3^&_jI(LQn!9jZtyC(Z7X@)CJjJ0jgr=!bNJCCXw+oFV2?Qmj
zg{&z6XeDYYPD--oQEsWE+NhOQsJ^D_T)<`JJw8*4a4w%+L}u0IJfgPQP(f)bB`v8a
zC<)sQbKxqeRZ?09Jk6u&9fpc!w&o7QrViM_$j&w+<Y%;0XoE+(YxmQD0zn9E6~quR
zum@5`dVn}#Qi#f>DBd8Fc4%`kVHWbzaG@v!LO?PGfEkmi9de!hV+)A)OXA;Uf3+rs
zr<L_q^$C(S8DgzVbVxtFC(S}Nr4Ao>CsIOyCxsOj=TwT!_>NR&FVCe|-auTpmJ+6s
zR`#_d6_6D7ll#RD*MY2(HjTzwlWioV6sU5}d-*EP1G1@wJ+Ls4qm#Bs&k9RgTEDgB
zvJSLIwvdufM3!r(1L$*%^y$8MNG43G<PA;yPF!^a>3P6NwSckPcx%%^*Or)?RF_a)
zNh?y4YA=n}qm*b-)7NxlZaQt84Y+k}_rXIUB>w=rfBZ)T>H#}sXGq&WUKq*~s#$A%
ze|waBoZ$|BJ${1+*N1xE)Dqdr$CTmD{nj@49^dQ2Cu{BbCk4+VCL@38wa?H)??u7#
zNJs>s8Q66=&(!Dh;pCx@d#CuYJx1fFrpLDoT|TW!r8bx9wMuO{lp(E7&zl+>Xd8X!
zBs$s?^*f&YH<!<k&jh@bk16hH_^0Guny5||q{gXp8rpK8)1aspO*RzyGt}@cIFiz1
z73)r%YR40yDkjNM5pn@Li|9q9eRZ}XE+Ibh(3{271^Ha-iv@{<Mq0MOX~lKN-AO;h
z6OqF^%P%fJhK^o1;*ip0H419h;X+V7w)1kJR#c)AonCPvMD-w!D~`|mbw124Vsk>x
z<WDX9N5Q{2jm)a#dpgpAY}z-Jx?I}*Rg{W!ck6G^;?rX?`;MirX>sz)Zl%OLq!cR?
zI`UA7;DX6)6(q>C`F*EKuyZb5GGQkKAA3>N*zb@tflG_Jx(W))<uX==SPmsQvUjU(
zMMbcvR#HGnQOZg}&|rcwe}kdEA;qXDTX`vQ=fW03bC#0onnP}s5}e7N@*zMkB9av;
zF#E;kWrsjHs$J9=rL*rh`$dP}1ZUmyBdyno>;Oi7oEWRcrzohcsI^k6)>hVi+GQq2
zlYyKEXDSnT*lr2>@lnuXr^#(8UR9wwj>iQ@CpaS~7#sCH#{;C4!G`OLCrTSziuKtf
z>@n2z9~1TCksYnAbp>dqre!$_q^ZZ04XrZTdC!E$Om_};K7oh|s;a12T2KNK+dzd7
zCoWeN2TM8B9S$ry;`>HuP?F15&oAl|o_%^6U1qSvA&h{PEr>DaER5vo5&_3?*NWWn
zIrg{n^3mtlhF($F(RqJuQ+dUF3O&H7G-(xz!l`W4XpvUUGDSk5sL|beJn6n<g8|i~
zrN1xBQgWuTg7k{bJ~{{mmY$I5CnO=GkO0OCmbVfP;{!dx;<r3UQfJk^(hmVFDxES+
z2sKLGNmAR5A=s_Siu8%=Y`T;dlJXg*wCa$hYf3bzfRYap@SZos>-dEie^Zv3%GI{E
z(%Wr?Hq9%q6xlMMryI(15>L7g*n_oP2Ziv?5muT;olRJ#rzm+2y0?Rs97dX*B_OON
zKeJiPP>@0tr4gn*i_~s8^<GdvTB*F3suQef^JO}g(9%}?ibRJBlG{Kb2^xkHkOtt6
zyh6$7Aynw(bfHW@1G1iC+=bA3`O6*poCCiSO1mh><jIZ+K}CwhaGk*g>RT*?`sXeH
zK_Ksgf_RQn(p6liG27Upum(?8?kXI9{SJu4Z`gFkLGPLbyr4iigJ~yAq(6RBCVb4;
zV}y9aAd3XJ>9yb$QvrD(>0%C`8PgICY0{k|{5Z$RY(Fjd(S&Q46+iL5%6}IUKb}6E
zeRnxKox%QlkO%qaKAde#1$8=ddgg3=?soyypXHyPHsW-9>Hh#w`iw+ugQvQ6(@o|#
z!`nG}Qa~eM2L7O9VV?XWYAZ+we%_xB6w{o^#@l{BFUM}5$Ao1;+>$e~_;%~p^nZ^K
zkSukdOIyRG`e|$4F!5jqEG23x04sijrhXqy`tALALsS+tk(_5ceRKUc;agF2I=2U@
z$It8ApwCVb6&38SmIg76zgzzRE*fG)Ng7!65%(IBHo=5+^#B%n@7wA}<&63s8~T#H
z<rBYMv-;_fcw5vKKvp}Ib^N~!aNpFIyN5gA<oaa)03be`As6%->>zUGJg{OWc(q<U
zHTZ^CO+1h0&U60&z!kxtmt22NJZ#01fu|}PV2qznksh5v&rSB@*q@9yyuS<HB-TH{
z$WCymZ;jK->xEg{w%?cG;-WL<#3bq`Be^-wHt*B@egzJ()9DfQ!TDlUQmQRK4m+jP
zd(EdgT6%$nXMX1+;C`opi>QPgYXu`4g#)+a{$Cy$i(&Gp1-(S6mz0y7=Ss$*->2Td
z?Tlxy3gkVo8oCah_V2#`0G8h!xM5rvjX9hs*4LQw+t=aw-F5p>qt#;{GIrbb{4vMR
z+HDeW;;=er8~i?eBLjqI1bPv%_3Mm(5A*EXhd3K=>%RCI_<yeeSg?rN*X193VZs3C
zrleXxlLUMYo1HEytx^%Ez?3pVmRV8Q5ubPi>;5B+y?Aio+(_~f`;x3A0HCcqA4~-g
z*VBe_;NA##CoDeGfRKGk2pu|V-~D(|(ItmtG;#?kPQ#{ggWGNM`TV$1sq?Y)O}fs$
zlY%dzjE+&u<!C&u%5dbG`8f%V)B;I&<FG#A8T>kY^UwC%rywB-C#Fd_*yqzex!a~N
zPYIB-(;4{gF_1IU<}z`(#@OqzR*~Q2K0nK#KTW!DvG*tSj0Q>MO~sODd7BaHK00AY
zn%ty<0+Nx_028qvGxhYqA2R3VI{Ni3Wk=)Fub}OL)O8?ya#Q9IeL7?gq#vOF06&Q1
z;+@}Zj(#NX*!4T-=kYuc2jAZ;5v8UgM9(dUO-<*JIv%2H$WDZ~KploKI(#?ZzsIl~
zY-hfqg7WdcFm&|m)92HEx!)U*m#}*8^FLhr9Ah1RXOE%$jAtJl@A&?^1As~3fyhq(
z0AH>R29cqe69Nr^*ZNGE!1teZU=p<+nbfSEx9``l^c-r5k1{YEP)^zR@H%hb9>14N
zZ~)6~uu9Yb8R|jlp1z;Y9dI~G)avgz;A%2-v<4LEIL~9J>D+e5Y@Px@7x-IlURXIB
z0wOn^B1y1;2U|^`;oqfH(;+HGu%ZT_Gn4TfV;DU<5JyaKbeD76r_=iWyKx?=^%r1E
zW>Q@`kg=$0*=aw0BxeK^=WK1)w+@)PprsiJeQF>mX--Dq9AuG^-=;s03<@VfZd-}_
zG0O7-Fz6)7l<E0&1kap;HntX_c_1H<+?;w2pTmv#LL02FW??>}dTImL&~Lc@Bd;2M
z-K@Armrv3Oz$yy*WP82%e3Q4#X=~fp;ez{25I370#N2K)+ey)Q775263a~ft&~808
z&N}+~9uQ`2#<7sn8w8x;80+&Ve*N*&w;CVq3%~CshDJMKC%$^6BO^cYXKv$w8Rh6_
zmqE|z&jeg+pxzClchhql=x>GQwSI@^`rF~h$0Rh^%GQ*B;c5vVnf-e3-Z>6R$M?GH
z$xcSFAHY7NN*w41smD$D0_17~YW@88UIQeZWkll}V+%cZ-=;CRAn-})w>aB)jqT}f
zK>~hO8<I7+-08|p%tHCv%`LKg+Jsc7bx)jvq43g@PvAd~03Nw$=?4=MvEM=*R{sD*
z^y$-tIhAWi+(&vr$?Uuy+1$1PJDhaespFciIwKe?P>`|-$C_FI^y*4oC!pAmOl~v7
z3brJF({Oa_Jm*X-b+<2vDAQwj^B7dSb<>lQk2%r5-9bqBU?`8*uK*mo0=8nEDc$!z
z=m)s_y0PikJ9p0sX%~S={lyvsK%4~}DEGi20K-5$zb&J1H`FkGT{tRs?WwOND2mYB
z`>hj?ky44yGoIdna3vtYx7=%Ut?eFsutl$}rZzA<@6<*WZ&#|WljYL%_4l8BKy}aE
zOIi3H!1UmY+Aa?|RI;dvT!4n~ty)`cu%MKuV620_PIV{}al&=`j;8K)z5pPNC>lEY
zX(0CL(}Gv(GF;B5-93-Kpf=B39DMkA2H(g=oQEm;PT&zc&i?=}PE#6NY&rB-)S7xy
z>xomTb^Ur(sO3(rM;%TMqDDu{ZUnsk0pI#|+tg?IWbK|Aq)vI4TXDA(l_6<RAxas+
z2OW0@q3w@e9HS%5Ku{;%PJa>CJ-(k_2?+vud}EdY&{z>;7SR5uS)Gmp&6Vz`XB!-x
z{Qf&*9sB35c&;xH^25B=wUDf3H26v?JNvEFYHlbIjk18Q#9$m_JXjS;#U%>(<R6jG
zq3CcjJ|~LT@dWlcy+Xm<Q6i}H*d@y1yPN`c#>8*K5@dpRBHaN7C&<pyK=Q*BZS^|I
z(BEMoa`;97^7Z7qcj{;jEy9(OHurGSH68JlD1xA!hHy3;NO1P!1Y^)2^T*}Hapj6o
zZfDAN#VSg{*yI@zk`i&#0Yv8?40kW2nTU*qEoTWzNh7}9w+DUy0MzkiP;4$>KpI4j
zM$`0-H;E=eJkR7l$4J0ip0=p5yren%#}cE|l9U1O9B<TYK7@LR%XL<k)H$-thfqNc
zf_L*AIvX8#I+Q&zf^pl2PUDp9gueRJLY9(HJ0TeNQ`Cd*k(~F>5yJYGbVr1hV^Wm+
zgVinNEraMXr5>lC+hM?vV?r;!`gG6<5gN(0u<SO{>jq6y15-g<X4JwR1!@a%rz8^U
zH6sccZA$ln3i<IQ;M)|&V={)~txSf{mQ?d8SzBQsq=me}QqmHkr0P)9j2v+p=qy2*
za(g{Rvg0dCTWG0ELu|gaqswvK3QEgiO9@aRSStrk+(}q;`N?Uv+NsHDlpzhFw$`wa
zmeQ2zPwxQG0)5a@H}{AN!QqOM<%NI~GX#<}6BA$wI~+&=4T-*GodC=T0BS_R=_1_Z
zVS~IbzF<-BI=uqSOqq~r&A@$7A<*MgRM(#dGp{<~W($uYDsj@1vZ17nAwvKK7b`2b
zrFy?vk9V}=OvR_OBt@A?W((o@GLj=YN~1LT+w$3v0+dKn(hf;Z#1}s`suoS-SBVaf
z4e8O+#8>M+d#qGuwCq^212UdNYA!U<Ev2^As1GO*LFk~e?$`O1Q=3$(#gPhCGBh}?
z%Z*v7Ax^TlWxCu~T4Bh|IMWJK&ZW0f;MVGh0Gx2hTuxT<l9E&bDzQkOURsfJhZ5Wv
zE)`xuh>wxAr%8e$4V;VSvhBBPR%-O*MnuSQ+Yw6IO41*GOEHs_0yX~tzADmoP#c0W
zIE%~YMfR`}A&OF($Crm`jsyfNIY9}KhRRi_q=KJ#9B}zxtkP(9)cTD=G}_c=9flQ6
zcC$H_A92}iC8g^QI-sVUA<?A-YHz0MA+49rXf^0-qSS3iUWqUvha-y0#-dh*B%p|C
zT2vO0pi)84d=d(c$VelpgAknstuwR(slo%{3GX+uV8Fiiwvu9I-m(&k?1$*o$K@hB
za-V?~L+!+8$c%@iGKbcdnhIW&g*Zm*Q73YD#|M;Ge3`ObDmYO>bH3V8k~D*WFr_I(
zkA_az;j{gRS!Dq*ZaS1!e53|qx+6ZA=m-G}rEbSkh-DxkD1f2??oSRMFV{nc`*QE<
zypchG+_|;7lS%TQOAV{ZX($k>@=JQ3Ty~1vg6fhKN`_9cA_M^`8VipgEC8G9wivj~
zsGoS)>Mm?dnK+Zyb!*#Wr&_;!)|TAdd)OZ1n-TZGIU@k8I2|~17?wdBoc8`ZZ`VHz
z=YLKb`+u2!7h{yJopmLJ1U3q473ZUcX-ZN{rez8evbBP<ha16BN^qPfhbkTO$hwE`
zB43n5B%P4WZjmiRexJOp#ZlV;Wf|-1!iN%hk1&5sHwzdOO2En7b>FYY;oCii*dv7t
zazO)rp1r?;{dVk~r&RfN`2OK`CQ{Xag4m_Jf}N6bxYfA|8-vlclb=z!<7lNUk7unw
zP#^$aa(j5#9FZE2G#-RtIC^J0V}LCm#5ws3e7F8sFgX%&f)(}8)35YbuL9ehj11>K
zr04kj&iNzq-~fin_nWCxTsSyDktrMY_oY*!0uN)hHY(CM`lxOMm7#Inz#Af|Ku$>+
z#)%cC9UJUFclU61I|a;>`@>_X=zmNYI84!>hjI`356tj26B2Rn00+c@`Qtx8N8`e2
zrlcz)$Xbee2490Poxs>Zn<+;b+$ALR#~pOcLBgr^pbteRfnIeaX8?t>O>hu)I<u!8
z`*5;3kB$r}(<i=rZSl|kWBmB*?PJ#;QT&177Ue;x$=3Oi86869LZ1|DcmDvbL}-mC
z0YrcjcR1sUE(%JMs8?u%-YE!OZkW@BS^ogRPD^dw&q7gxPTAo6t@rZ5h4_`Q-}CwJ
z)OGm*>BhoNPhZda6Z|+u$E-(q;i++6AZPbdqq+#`oVMbMx&jD0pON6fsV=>!vW2^#
z1uV9OtRyI9B}F8Sz}qKq52pt^{{Sr`<@KBxRH9l?ph?KzBPTn8Ht2sb-;Cge4m?y6
zT5%%<M`e6QbAhLQf$xnt>PB$5Fy?ZS45sXkT}qDFSvGa5PnPp)UzY6(3RV=_R#rXL
zlc7k?du%v-l&y|-BW?4X?s4(&x%3C2-MZyON0rMCToeKVtUEneZ3#xLR`oeqSwI@k
z__D1^&%6%mJT8~5lBV1kP&!FC!59D&gWO>3cHcP17wX#~4LP<@lj@M5exRQrjJg&6
z(dOjcMPOT)O1@c4d6B%VZOKHpDmlSY79CFe=~%*m{{X^Pob8?0+dL_}&Y2_Y+ztJ4
zo|wS&$>F)9NG#4|X9;+gR0pca(}VDFDIK=ygTnNMbnCWz?eou1p2HaV@szO#&l@N*
zJdAz)Ff=c&GyFOpzYKbudV2A`tbvT<sL9+B^c^@(Rjbr{dLrl7s<i4n7QojosWLnk
z5(jTKLye%Q_DCg4H~<s35v!OUGPyNk$8}<^s?&|@0mhtWl}#=r905M6SaMQTj0IBR
zRCBpNRzNjhs-~s@zVmJ7_fn+{>*$0DTFILPq?544+IlLwqD4JBu7U3<DLvW;HMn84
z4r*GG0J$-VYNZfIa(neT?YH6Ig1W78kwS{O)vBdFl?kv)<y2-d34{+q?1vDKkj_av
z4%||=H2%~YjFdkHz@~_qB`A>zkQ6s5!mAaS?yW}{If+1wf8dZX6~%ksekXaoe@b=v
z*9@qo!mw8z=@Tje3&v8Kr9s(q7{<V+0^y)w>1`=E;<w{ocGT345Oj8^{uQ{j!U|VX
zs~Hl?5^OVxk#um@8oga}K<ZhePvaiaV>(pbC_5ar3n2dK$DvMQ_|4>}F56$U+$gF@
z2_+uPrlCPm8;unTild@ZazFA~)j@dolG?r8*OxQ?)ry10Ob%R8Q4|2AH8qxXFFD4s
zQmimaf$N6trpd_i<X~zv-%yiKs7+Lwl(`b-NLUM%P?F>F9a+Hl-H@favU&|lC;2$m
zrzClab*xLI&}4f88dQhsGnCafnHh%ATyjJ83G0s;wwr7fsYP2QI|4|{6x+@Ts;p8{
zKq0D8_;$&WV&tx%lb|Shu6cO@>Sjz*(4|TT{94oarw35TOLWN_!r63><2baB2Yw>?
zfy~}?((3%cu01tR%0)U84@{jUEJmxhBA&MO%#`@jW=N;FQqW<fDWFiwH{$UFg*eoA
zJvyGAojT{&KR!IM_-nWvpk7odthf^6RRkrqpq(Yw6p2yPf^n!BQJW}M*%%ngxb+tT
zQ*+?Lp1}%YY)JDNQb;*wODKJ{C)X)(VEleuL&BAj{vk{O0k@FyQdFf7ms<$cMM^TJ
zRHYK4N|Z@A#lAX>>~N~966G@3T9TBcDQv7d4pfAtJ{o|OfB*?d06@Wlm7JeWyZp1)
zq5Lzq&w$HtfxmITZ_vTP`Fu|w6mWVHeL9>EmfoJ9%Z?7H`eU&5-+$rwakY+j8m+=R
z;2)0I-yJY9`JVXi2b0JiSn~SkP1!`Z>8;!b{{Z&sl?jNGR;sP4tzuJgL6cQm&cmj&
zE__w6)jr%1m<=|FwecYdeW|Rajnn*&cKCJl?Y{gq_pAw%DED*iFv6Ip#*JJ<N_8x%
zO6bXrQE|kz{r4&_LPKkmDKOSlO9tnP6l1e$kttJzDIs10Qy>x)3Sf!Q{ppHzs#04*
zlA;HAl&At=rBWb(Kq6qlwjy_o`!y@&Y&w><ACW}6A`v@OMSD{&#i++nj`Q;zks%Es
zG0Kx3?VId+lF|K^q9Zy-;C^AKT6a7ag5=4h-3xXi7F}ufg<6vl)fnuy%sQc5hakAO
ze2R<jNkG)>8tVxzaVGpm+pDeeCh?OImtA$5JwD)BhD(mgehjE`C6uBA-gJ#H(<VA!
zb?crQP*#yvZL+A3L*KKeQxh)UYFi7G+YBy+MXIQwrrbi80({7`nK6nLNm9b9Os&+-
zqf=s|NK}MV-6*In&UiSrD#`x<6_T5DO@JK=Z~TlkqF2G|Pz07AL4rUD0mO-ud!<K9
z2<lEGUx@lS{{Uqb2|ij1s1@6Ovde)`+l~w>#9wXpb-Nw7s*+if>KtyI%?hKq6$)dk
zP?X(4P&~S4GaiUemk{gm)|`-1w)GGR+3Wy?sgzCgTuW*uG`AVn+I;}?;(&^$B>9m^
zZX=~)%c#inrb#H2?1&LpE(mo_E?ijXOOa5x>`ncml_5$^9=(#7yilB~9d-U;8of4$
zGE_97x|HeAB0DB5STa!blKiPHr9vYrZNw`txa3EQ7P#eyQ{}3!7fDTBGT?xuBtZWF
zE09N^ST-ZBE$}rZbTufDayX(%n`dPP0WlI%N1VXl7D6jvQ)9drl{pcIGEN7+(o}wZ
zckDXv(~9-yJ^jueTwF8f^7{O)QfSj1a-_N_Oge-Z&rNmLrau{qlsS#Ihvk>vd9;lI
z#|nZ$$>L$amZz=SbDFXYCQ;Y^1P0FCf5U;lUxqUr`MFDOb1|eX0ZCAL8>Hltm4f4A
zroa&5hs2zn_pVUdpeYGl-^P@yV00ktem--F0+x_+ElEG+BurmoFw)tdXkUr@J6mz?
z3v#sCDGO@5Yd~65q=D}fN?j$<vB4-_2q$cThQFG=ByS#aUNWzH+Ssz>Ri?qGz?RH9
zQ{oe;r^iHOI)-Xes)e^5X$VWc@kUUB5C}=(El}mz6C|mp%MG~US_hS_1YlzYB{<Jg
zH0(k3#|8fY*lEZZOo+~800O~49r_(zun(b5#Ey|KhtatORP9KQa2E8-H$h1T+~<+;
z36+i`Sxlm)pIS~*AcU+CV31O<q>x82MwT&yNF2<iL`IgZYE32OHd=Olys=4~;!2XT
zmAMW)QuAd<K`h8ytSF=@Xe1{bmv>n8H(y0gm2*gPYq4H)&YK<fyy&6iMi>MXHVf<X
zLJ)k<cUGVX;GxSVs+^F+OTg;esX53!GDb#r9=i>?a991AsYj67mks3M#GOGplAJ3c
zSwU7XcPFqL<BH4SRGC&1YFh+_LMo~wI$(kV+)$YS=xzXvUvG}qg{4bPBdQ6=6y+T_
zAqL7$WHy5aO|xjI)W#iaYP-mq6+snBO&YaHsU?S_w;^vmA-^t2((v-c7LuJv*p)b<
z3BpJj$sx2kM>4#tnwfOUjaL1ns-R+WW5$NLD_WgXK}(b7A-^z_t48A>qz!|4`yJ-f
z`^c^%8{thT6Q7A2kC_?h3F*h**`Q>U<8GR9zDPZR#y}l5I=wiA@U;XKwZwRe60E^N
zZlUbKPzp&~dCEv6WzXdpu%0@C>Rfk)aK{#sf|a(zjDVzNQb<d02Eu^=g@(Z~21JZ1
z4<fCa(%hDwV^Q0Z>066ork!=9twgIzU2QHUSk4J5$vME=fKq%i)ifz|yS9TcU=)SO
zYB5%=(i7*pg=CG#x)e@EkVXL+rvttRLyugY&uzEK&Nn#NXN{1=xXRZaM3xT6RCnEH
z7}$NqpzYWZ>D2GTe+R`80lqFsv?1Cy6acgdMpY601eu5b0C{j%iTp<b0Yu7{&2>T)
zqhd}~XGG4X0P;3IxPHglRI5wDb-!=Uaiz?s-`Bfusyf2iT8x+~N|2$Dr06M5QgEyl
z1JjFEW?3L%U3+!UOki)e+w|*?UOXf6*Tn~kE>Kd_MCG?RFPl<|+?S^!j|!}*6tv8g
z5M(}@bwRn1{MY=nd8#bo!jM&+iIUdG+Na}|+f!|?nsBZ*+avdPEt6=>3P=grZ$YF}
zpHMj6Mn<fXbEu4DJ;1A6amPE_cM8;}6ntp$D(WFQQ~;7pW|1+jB>woN&ERR~&>$fv
zD#}oh0urTWNl^&^6Bi(oFOOIrC95i@_<QGUq$nlUc~gI_3RdAO7QItRAod3t-@e3c
z$B7FXJC5D8w{#GcrcPFN$#!5+^#Mu)BdO93_#=t&as92nD0z!wU0k-iExuLMU|yE>
zPT8GOr%)^OnzIq>5T1b{_7vUCA`hH~-YN+&LnMqTB`Q}D8pNg;?!O`5efcF%Jm5$H
zZmoKhb~#FNG@x&Q5;AzT!njRMEkfLXAVNR`BJ-6HbPz2QComFp8jzK|U5BVwPS#~O
z;>KxCK!hYD<~o8@K>!V;t6)#-lHH@wYZX>nOV3j&vgWed!pm+s9fdlCEG0=+g%ssl
zPC|MSk;4%;#7$;h4s9J&7%@b+kH+@cvt%LW1L#r~>QLiuB&;Q8NYs!H2`3y#OVJ4y
zea@|c{ef1-z;0l@j+_3wZ^d~K2q5kcUN_t%kR*h}Ks#H?XRl0RG64!O2?Rum>+p~;
zZry4U7PSS)%FcAS`dmmml0sFZ3fuyrf<WB%0?}N8t(4=q{{Xo|OV6frDILak&fNzI
zpCui#KBWHupXc+>8hbK5N%`;BuUzq1vf7N2uuY~x<r`@dKP*{GuBN~yCTsxLUB>fx
z!<TN}vglJ=b|q>{aF->QABpTS*OpM~ORb@5^BmN)B|#)Qgo2`V4!ll|UvtXHxF=I>
zs4J@`tvO3W4ZTk(WU00k^MP+R^ML^<ZE7k|)3Eoq99DB|CADfDcmDtg9ezM?`uKcp
zDdsde>q?Z0Wj>)K=^4VEZ4i=32PA)cJ9IxjCTyt%DN58*N<=FzmKN~am9^)-AbBZT
zRJEWbKq$&&Nq}VB>PL{ps77#t2=v&E`saS*`ft}99x|dpSE$ZL+w>!U^XcD&#XWv&
zO}LUuR*<2Sz6i+AUW2dHaHn7$Abb<wJL7y~Ir?_SHpdsqxZXlRwe|!~r0a8QoMzy1
zR&X)5;ql-=QS5g9qaW$%z;s|>eK+5)U&p`Y$8>^D0P1%5=YF4}etU3Q+gMGF>@~id
z?Y*Yt!phQX0%WBD{ss_o4&y6x2d@7ByU)vh{40vVIRhKud{3`je1ETUT1zGsJ(g8~
z;`KV={{XvlbI={Y!gJ_0^x(-S8)JXR;n%o3jCDP6w+adBA|g7FNYdsH>o_nuBxBQU
z`)o0j^3Ug!>&H}MJx+0s-#?FUQT(_Fm0*t8?eHLPfOh`?PC9}B1a$dhbDWOnr>XdC
zH!5WF8;_J;<a7g5YeozV9)#>S>`&%F#{Dz&<8-8~r8}sS5|A;HPQZP8j=eG0fPrKV
zqaT;(_x`*rtQsTtE!{$+Fxhp<Gg7jj_?n7^%Xv5hbuFeAgd}dYs3kj)3(zwuD4j?E
z$2h%(qGAEk&}Rsvl`2uuAfJGoJ1pC;#fK4-6+j|1a7jYa6hc5zKX+v-R!BRM?wse3
zhLog`pxTl~6oLwpa+POLC(vvNJ76BU%fkIQl1fyOfwmM<phAj3!3iLYYX1Pja85Wc
za-St5DO-ShyCv;e`@uN@M2ujZ5tQ{HWju93xJpt8fD#9gfe{4gej1UEM7&f~PO4EP
z+jufhDLToUYo;1$^hBuwYi+40d1^z+)RGyKfV>gqr%P`qTa9!F_lQCL!m?1RT1imC
zfcLs25=b8CJC5K2axgal;~YIGhUx;Fd9vhZkcQm_hTJI$%Z)lUAwf%NN6knlE}$)?
zlG@Y>9I8u<I<}u-qNJXoy(v&W`WAxNY%RA?QnV<8mei6kF~dhKw!P!ZHu^=(n16T;
z!L_E{2VLgZv6~x1V$4S(x|f(%6oNqtMo{BwLXzWdBP1=i5~VhzAH0Pe={$3&QGsYq
zh)=RO;!viFmRAk+1uxm$&QF)IRCl^O*dP+~Po)kT>F5I<&e;b!!Eq|aK{`lTNF-%D
zr9cCm1#iZ&nr<r8eUVPG;yjsA%fTp<9ZL#vwGzsTNC7Ho)DX5FLvJAKNa3XeScAw|
z5o>AiHaF#mC1BY^0C@vrZ_Z}-9du}y1<dDTl1bI1<w^l3B|x5->zsYzj=U~8VG(TK
z6jcNx2lkGmp{)C~ih@(5gyjSkX(~xcP$eX(Do`g?3w}E(YEue*aAfK%I;PO2HsVT4
zv0osd2~pCv!-EJ*iBcbIc`l(`8Cfu!X6mIll_-=M*woNQNvF(6!45AT>B-L7%6;L3
z#7_j4UV)=an`lB#y<~k!#LWKyjL^`j*7w#_k!>VLEk~XtPai?Yp&udqdX6{+E3W6~
zoN=&O?g#MvdhyTWe=3E+9*5)8Ty_d0r%yxM_4LmEoNgDK=L6I8{7>r~atFU${Qm&U
zkEa`B(|?}^6heUnc(=9f9X&DJ5O)L}`hQ=CA5UYj?YG0f=hu#C#t%&A>-zqmJ~!aP
zdy3vZzbnV5o;!n)o<8RsaY-QTN5pjh058vtwVm*upB&@x{yZ2mnUv^sy~jD;)7Kq(
z<c$1#pP%*g+mER@JN&rjmHcpiy}w&=zQ?#3KTp@?@!-RPwpF^F59N;hXB<HzIL7$y
zKdw0Wp1Ym?c|Sg*^WejBkK!FZU3&g_@5cI+1~%!}_222+zX8IPk6)hW*XPFRUdJaM
zyX=2noETUmV6nEJq4`hC9d)bFet*}D)U0(LxyaApf2Yg0974}wx6cEAjxol%mFfq7
zm&3pFKE3!br~N4&anElduiW?6uV2W2PCn{ZF_H7g&+-0T2Gp-#;r%oC@tTx+l0Pru
z!Gbp-5o^bn^Nx1FjGy?A(?5a9AC`Ff6rtQ7nf_-S1<$I9{7=y5AJ31uAob5ooSYx8
zU&DS35;>%gFD|@?!~x_qED`8OP4W5n+wl2y>Kxm$hp&I&ez-W`xGaH<h#seX_wV22
zJ{)~3K7e}X@$}Evr{lqei*&HoY-2+p-rD*Ii5^`5bpYqK<YVRr{{UUj<*0XkiS-2S
zoPI!Uo`Cfk;18NX>Yu=WKA)C*@yW?3LRR9GQWBLY@3xSVR6xMa+3J5T3?{H5W-oL6
zHs4=3=4S*K9Nlsg9V*HhPE<D8YXJ1$Bn)lWe@yU?b<CZQ*XDZte;%B4l_<XJj;!Rm
zva{+loxWgf2KdL~SmT@izcY@f)8U>BDChGt(BE+vfOXv7PiI}wjFYe+lkgcQt`E;W
zF~o4FzGOco@=jiT=ZVKvIO5hx&u#KQ*N4ihE6IU1+<;q&C1Cc{mR3eSIlvu2`tZQX
zPzcVf;BVVK$K|)LZoC+8tWK~1H-l@EPdL}C07&0ZB%I(3laMo!kdg5_ZNA&^KHy3o
zw5*ogcs3VzO;VPmC1ELQpI=b`nC~SiRuU9crovKAR8k5_G=*+^_1n<rWAVYy;5%@j
zl**@2`F{<z7a{34e5M->w(E-ud76VjA+}GRr7bQv&<wWfvZ6z4AOPfh>F1bzMjD|F
zt8WS0%hy>E$PR>+wM9gU1!--!65^1gzJ#Hov?4hGg*4*`K?+Wyb)zonJE-88{>z-(
zifp|#EFd9HBuS{0B?&-zXi8aIs8LhPK?hQb6rin1I<mG!xh^WCp~gLtOsuv=L76d}
zLO@U|LzOy21)zmtDjsnNRzgVJ@Hx6VT-I7dXB;GJc_urF%8Ck-gd(RMOA1KXlp`f$
zEug6>R-qHQjiby&N0q$E&|@xO0C^2<F$7q|j#J9>guOBxWW4K6ETP3W<_9OLJ~HAG
z<gF;5M5rj0Ax)vOwIK;4yquCaHvNf64L2)QJieVOa0-2`Gg5$1I@HSO^2$)z0eUs5
z#|m<cBOECy)Yl`)ZRe@!TdKkLKWM}VLXI*UiLAU!ioz1h<s_vbB=jpe5T#6IX=XgM
zM?z7oB2_^OakK$|q}Ag~N)MbAvO~UE(wrm$I5L5xO}<e&9%6jX4CdDWeD<-8{yGj=
z8CPfae}?)Lc-czl^P)1)BFCsUNM;*~KrKV5y7MJXMM6}zWW60Er7CGdDdDhcnN*GK
zIF(XpxZ9|FyHvR1`QgKsnp;z;HC3riqgf5O00~f1+)8qId9Rv0fyqu(Qi)4WRC%)c
zpJDSyb;pv-O3RI%Q(u7)xEo7uIH;}(K?zu4vPnWnzq2ZY-|mqA0JSuup~#I?V;?Lj
zB&kY)RhEzdAxcw-SaVKLvfcoRq{(tljsSO%0NQl(@*Cn;Oa_3wphrzEPb=%J^PD%P
z7|IngObO{wPL}-3E>rFKZK1>^^j7Wot}9yhIMfzWumX}4crFw+-yo)s1?6Q)^I5fR
zMdim7U3t|=wySX7TZ|(iq7s3m0HWGPkmf^Xa|_otWS=X{I+m*JrV8WbSwd4$qfd?s
ziUR)tc(6v{Ug;@G!?cEEvWZPI4@$vTob$FlS6K-PO8kdmQzq)c*;xYwww1I%Nt-Vy
z8Vi`#1dGjpB7JR$Cz&R|z#80ZXy2iLEqgX?(42;ZJsOOvYpx|)T@-$1Q<ND}P7urV
zYl5cGQ{R2!(_key-zNv;vbN(XFIT6r=AbnpAKQEGniiIofE2~kLZ~zvjCC~AN?BR=
zauhN+aT%bt9Vk^d+FNWT!234URyhEYfvM^hOav7TXv$Jkkb;qw1@W@W(3To%sV1Jt
z-3=PW?Fp=mG*a?v@#Mt;O`T%|DGE-7l_PEvAl#C9fgi)KNE?r(+zEjhQZ<rf#fF=}
z8f&cK^zgquRGwdWmbsHsku1`AeDh66m0hJ({H3`{uRfFeMT%uPEs$7b;#z#XBxMK)
zSmF>{^fk|=#$i<ETquarLYn38FRJ+^lob~xQ|e4ib0s@ESznw<@{px<o))XmQ9Leq
zlDJa0A9A5ii%4YqeKuNFRKlRFHz>r94N6z-aIG?%SXe0zEbAo2*tUWY%r(19VduS#
zooqK`(Pts%{DbDGyGN?WeFTB;yrx@w171SG3WcykuIM8wWZz+Hk*}7gYhp!_-8B+Q
zi6DYgBoTXU9Y;~g0-H(_QsI+qLt(U~Er~8zH-#kwK_yz;pj<>J%uz_xmRxlw2?%Kk
zI!o6c3?)7odX)&c*hx$p*EXn*`#$ZZw5EDyMlB^nOQF=fH4+lB_k*6RZX^bRMIt0k
zyv090HTg>|tRu`q2kgmH;-^|x5P%WoB}q!wuyrSa(bD2$1v62c6^t#4HSJcXk8~+d
zsY$L<WTRTqu`7E>btxxG4g}Cn<yvSUY9P;DMu%w{2xO+`Ds-_VoukZY14zSLqIyuK
zzqD0nQ0fq;8b>-~vX?M)gnK>9Ms3iB+a#r@N|vB9ha5^&2<D;Gl7+OH_Y~B*lmx23
z%A3VX^6;asJo<EXI~-~K+;uqG99Y5@qHtI1hf^M66C$YdO2dV7YF1U%l_)7r4H9D{
zFIy`CP5YTr6dX#F297A9zE;UaIr^8FjZ0cNSwbv@H1GS9Itth3B`7+aDM|u?(}XKY
z4IoGmk)?@~w!`z*{czw_v0d~ql#kSj2cMQ371CwM^HAk7u;?JXRU?wN1x+d?VJh<;
zrBoYmqgH^Bk^8k_wI@j#<n_N!X_p+R)2$XYIi(F&d0B8!o>)jAlnYvT@>YR>>n)`b
zz$AsNfy0X`-G<AO9C;ShB#_}#awwOj8EvU58d~;>bk_%%v=S5wG-w#gk^;an3Osa^
z0$g^KA9YRs#Jui0I<VSDmxR_3`)MgE{o2*{fzsh2B=EUT)98>5pz2`mIi7Qbn_S#R
zt0zd<Yq*O69Ic79%SIaI{{VmvYu4z9qf?i5POXT}Q;}SUPIbzh%1yAPq*feVRfL4L
z`(Z?cp$(-?3@3Wm4YJY@V!I6vwvizYQMu6~j8dSy5QueVP#Ritk`mflDFCga;x^*a
z`NI}P1Hor1Ek|U|YNK^kZJCl({bD5f>el5_@O>Y&p7J72(5TUyNJ@~}nh6Lx6P_R%
zsr7eMr)0seK3jDPRF}DJYh0`;-8x)apOEH&7Ro}w!hulKrKFLVn-^NARYa9U#2v4t
zjfL+U;&({_q>DlUFphDiZ8SDN^<FT8h?}q63{U15K6pzBh0d!+yQsX7rqY;7VNQ^6
z4pv)3g9rr<5IE{7ca*ZHpM%Yp@P|~n4p~;U<{VNIqwl#hLRQmY9Z|5Mrz=8;z)G%t
zIhK&&kphS!sRb;(S>=>!GTc%Rn2ajlVEHA~k_kkmD5Pa!VJJ#V8>8E@UulME+`N?_
zt!h(|U*<hEY0P~}L#_KvNR780K|yXQC{99(#+-33UE*vFlA<m~rAFO!+-Zmkj+Pn=
ztS4C60L6?Esf{GzF6<dZJ+0cRnM*l;`%B^8)N2l_P|)kt<;hZ6QC6flfEG8@GBzuI
z6}W@vR3~!RC9o3~smlwJfb@b=N0Ezqo{+-Ii70;|YtTwua3>r&qMJ^FnD0}e!Y`=}
zHndVXsAxgARN|6W+f}z;Qt}d17O~{CN=7`*D&w+Z+{$z=G`?awg5%NxX&ld^+=@b(
z1r4k;+ap;@^r1>8-bv6fNCh<Ktp4J3AnztDZh2{i3iDJE7I8pKYoLpcQKjxM&>Cf|
z{z*q6pJ_R7$@czkP~UVoNee-g{CG)mwQOBh9Kb+vIsgOVw<xTXm~;+bIJVXq4^TPN
zB9`$B9_pGEy3~ZA=>aKHTL{*#eT4#29tqLzSm+{Jxt^&RDh$>6du`mTYkS_1<B!dG
z3n<W*!Ei-izmK_q5}nZ)g}YIaLx|=Q6pG&_ZMbS%NLqppx?BlPA2X|pLqLq3Zly&z
zKx1<QZxPls$}a@@9+o&jd7{xX2u+MfyrM<AOy~fShsVJzs(qW{Q<ZgUvo*SPKlX*s
zL_~wl$`#E+M7xU6xh?u)Wl<o*5+x=2ol-1D7MTq;%&7u;^3+`i&|^w8j%nJ}RjWih
zuHCBI533t0vr2h4Edio^6-`avQc2liC<89<=ljDAi$vxJJng$qRYR98xo}W9jZcj(
z-nMRv4aH8VFO_$aY4tiVkxYd}Ze0>$V^q-Ng&_-#=En+@h6ufiOsc0bIa@}n#SF&1
zsLxYsZbiw_2L7@th)r^W>W-DN%$l__sc%Yi0Ir=i<)>S2CsuuHP8E;Z6(Xgs=?xU+
zLv?hnqOy~`abzf_t?-2al1dxl@2&=6n&l&?Bo6GQRIVnVJQtj~Pf**GRf%b&CNt7g
zEmBrt$2f&DQbLecnQ;V+CvK;GTkJ<~OmD&RQZU)yeUH?S>9+{lJmzM@i8eVUiHtKP
zqOFgX`)OK2fat6%3Q6561S@cOS2Vn#Cp{I@J7=l<bGOv@;+hl|l&Le7X$lq~!5M{&
z5OlGEG&s>vDN#y=(nuo2NU^xF(@<}$op2jYAxTPh^31TGfkV$}9=?Zf&$;q9AdFz2
z;xn9ndG+<+p(8EJM_jG&JLk*=eSJT9)bM8*l{CVRGN#Z^)c}*6e?P;o5}tzcqDkna
zN2GZO2KKW+ussrV{vkLnx+fZSE!jgS66p+J0!j9|qzIV6&p`J5w%lWa#?E<)(BCat
zuX^JT*BA$HT*n*wa5Cj_3KV!MN0_Re!AxZd&Hxnkxm$5(2XL0DYdyhHNFxW1bj2z~
z<8ZiAOHgTa3Uh1IuzkhVDiY8Y{{X0@z$yc|PIuxLNg3OlsT4{`)(R^_is?Bi)^f<O
zo00)?HA9;vRVh^JLa57WB6bcwnK812%)^NsY@8nC{#%dN@!-`5e0q=1^_~h?-6<av
z)A8;3`g}35qE4KA20t&a*B!cW@?`pacQZY9(_uJn1|aQ^P6kC~G9P87y4whG#5P`c
zA-2Ml0ddR%bRZn70Gtl}I0A!%k6+{ZJa<XK&%^cWz<0gRF1I}-7`HvJeE#}ks{Yi9
zdT95LgL=4>#Fi<1{<^L8OpB>ZzH9uPzsyv$vJyjbB+}VPD%0<2IoOURpCoA3Rog|n
z(RD|CPFs{1m3E{h)wB}Y+<Awiq@_Vib-X3y6{sYXX<l_;M!&UsoV0juwr}Q}D_1JH
z>B<Yq_Yw*AdSv^Vs~WW-L|~=1DOZHITv5PETPh?0kd^S;d_c0}!iby4pPa~v%_>FK
z+m+dNb5dzm0~XvCrB`LuqnaxcDpYv&TC5sPtnn4J%u_6s32BsE;w~YTH9RfY{hFxT
zZN$nzmiU!>uOJl^f}q2U!Uks*-VCTPBJU4MoTK6`=;L*ZQ)U!N&p|=mtOTV*4)rw>
zwG_6H*_Bw!wah9#9g0n{U8hb&*DKLw$?{TG1SLb9V!YFhk{?pggtipmC88WF8BR4i
z_Vb1AR`Pw~3R4>MF#?WAE$g@<p+Q9`)RiP8f&c^zjabR;B0no9QE7C#<&|}!ofIOa
zZ`EYb>ooA}+T{*KUSn*;r@X3_A@ovdtVpY|TZKucN0%l$1x8}TcFOH*&fCBF8_O%o
z(2G`qZcV+QDwj^J#r8U#HauGGQjqK^EFDTpnUK@TN}N-UsVW7<sbxoqlCZ3WIdYm;
zz)p0isu(80B&9+CDk&xv;T8miakV6_LW%rcJe;aX8J+_9f?(<qAZAaB#DHBH0Xl|y
z2i4OZ3EcW;A5J2r&xZU)gn|+#@@f!C+!CsN;aM0s*o2CJQ0szo-vU!gBoqGtss25|
z`2Bu-MQi6%ULq{j<smb9OLwxOP6~}a?6(vK3Fv`PQO^6E3}<;=vrgJi{4{g_0MAl>
zQyq5a3Pilk-~&-3oY7Sz4wq0f2Td?#UThRA-T-+jBp$kfJ14GkoNw1T_?{!}#EmeJ
z@0bWhWrqSsREFg?PNUyY2W)g1$pj80J#1=7+pA04*ElKo^~mdwUYti;w3Jg{AY)BM
zl`Br!1;i3^Mo!1q>%Qzz21Vir{k*#Mm^hPU9j~t5A-?-b>x9QVBd$#<18umL+;Zh<
z2ymlNZBi)pb^^{at&6ERNa{O`@m26GXvq}eE^}@9P0fuZL>-W*(Df{1Q94&8)TrbQ
zNeLMzBG<XX6Z;|qsob@4QPrH|9%>$FcHH6Ky-3_~3mUiR^%c?6E}0$Q`{SD#!K9$A
zscg~Iwwx{L)D*Rs04Lp1Di~2bN<k<^;uA0}BgSXX!5t1NChjPR_p)d#VW685E;ADr
z+sg>PRM2Cl`HG5lM7v38`pj=Qg|LSjZkKd98PW(SQl4c;QZtm508SJS65^Lfq`MxJ
z%Tn46svXfzTe#9vn6(Plr&0jO^P7$oHv7v-B#p~CZo-RCRkGALjYUuGJB_UkH=w8r
zJoekxtOBBxEg&e8qMft8I91T3sZePnu79<lb=dj!)vHOyeu}~L8}QVmf+a^->mYyt
zn7oVcXc&2rn2+5DO=b$LAOQv@2Qj`JOFhbMyw$s0Uzse?xpQ$$ax{E-vK32=#H29M
zQNmX5l2QrxLWt{*DHoJpBWPYJJZ^J~o3{0*T(s%c&Qe<xMk)6L(HyBplWI<*Q|bl7
z0mmcheNV8q&`4Sm2COS1i>&2~sujB-w=kf(4N;9MB&9(!lG4EkBN|hMYTHS{z|R$D
z;O@$yT>k)SKaTritqCTd<X$tPHynuTg!#X1l9ytZk`mIi$iYsXB^g4JQb^)t9IZPE
z1m>j#l4ca+WB>un0ZEyHOo+70a)mmHCdhq2Kmt;d2{tM+7hy0U*pq7=<rg!q8hvt$
zZ_Af9s}iM9g-b(H<gMnRM0-qj{h12{wzd{qQg<jV1t5*V7CyTczZ!`{xTMDn(e4>i
z;!|cWLm)o%C807>rozju`DJMuoI*m6-6sbT?#<+Vr)JfWS&q5YDeM&(ZqIR|+(NV|
z3R_IF+euTpR6udStvUBXPrbw9UzFnwMqAFUhDwynN^wQD)U0bQppujokP3=GDj*V1
z03@5pnBGiCi^+(c2P=(mmH<R`v4L@Iy8L&>wCa3`Gn<5ktIToGz$tK)l@)0OC>#{(
z0OV{(uM-l|@Rff{ZY27Xk?9cTrM8m%=|L@qsxjS5FR41S<)|nPhu$GO5;%x(o^m7Y
zzR|;ts3|H0j1Ya(^9LO<!^u(Seg6Pgr!`NVa8GtTSk1;|r9QBfw8LvlNg*Ty<$`pQ
z2~SXZ@ZbTtQh*RFCUg<5ghk*_ECW$sPJ&LC9WU_%4fXYBD$Tg+bO$8ImgP2EkyRoq
ziFJodYEnwtSjZ?l;GO$$l3N4J#x}wR`yaTT-3I=@!-H9~AD;5xlC?PE)KsM{MM_eS
zRTUCRB=6Mk(DB7+%E`b#bAI1-BLMZ=zoE}g8Uef#1i&PYnvnq7_VgG}JV&n*Oc7&K
z@{@yKjB}2I*=DCdQ-BX%+)<~6yOt#{?L_Adl`fw(`B$_2zMT?len5i)Evacz=1%s~
zx6=4rluT(cgl1j$g4FkxoD+LKB$7>&OGqbr`v8pgOi8L6cflFKJ$D=N=X=AHrGMgN
zZ&?2M{{Wz*sV7&ul(lPEC{{DSy{M$)Vlp#~f~dOVV3o(BQZ_vA=>pdxy~1y0Ac%|j
zqA$-*e6Np0^C{39kowahwJqLcMp?)w{nfcdS~o}mB(1)f>x`TOz)E~7Q<5o~o*I)|
zypY~L=w);3txH<63H{jeKs^ReT!2XzA=5R)lajt;GDb=0-Lp<!I-Z0aZ@x3sa88M3
zi4>=O?I~9<oWNExrPrh|lafM5`{TJd%C|dXh=M^H+~|D}Wc;_DcyKowK!YBpbmR#j
zK-1R%Ymi_@w4Pjdn^M!t_CP{Uyb|&tI8~fuPNcb!k%NQjf!4!Jo5pICw3i!~MQ9{r
z8XBinm65i7`o;+CaCgooA1^#7+IPh!u@13x+))KGl@`f$%4>9`2MZC<w`4Y5ZbE(J
zEwVGwSxTGAcXb!wy2hZcv2sMaZnx#J721LrlFcXC%dj9w4WUYIDqIb$DMe%`5tD*C
za0$vu3n?Hfd@+<LsF*4m0+V5RAWoo(AZAD)kU<KcbpkXZ<ZNQsJlWfAkhL;E_kF5a
z2fi{!eRl_bp1!AwoBM4!#mxRr@)MJ?Iaz<)+`g<_{Lq0%sZO=3(x~$)6sH7FXn^#X
zYD4BagQU2WsU+{eV{Tlwk1DkDu^B{kDk9`9Wo2WkhP;rKZZ!=f1E%NJw0_$zL(uR3
zOLD?hO1)R7J7U&uYqk?GS%%{ircvos`OHU}UqY6K6!d1>TG`U!Le>I-!4SHlgtnkm
z0D7HDDI^?$*2?)zgpfeF1dZUml!cX~gp#ISN<xIBthS(?j6#SY>_ppKc`vxRmCS42
zyxQ)rYhKqvQ_UK*aJseGaMTj~2=pqUSConJ+|?R8(UKB{H-xFg6r*9n!s_rz%qs_!
z)@L~RkICoZT3pIy%I&*)S7;HRiC=2Cw`))f6;~s;i7z`$mmW%5Q>FIfExlk6K#cHY
zulB7WM<BU;UrQP88$|X=`XrR+J7kXBN`c}toENttd3(w0gP1o(YnC=)kviA3Ds^d7
zDAZYRE!gh60wc~Twg_n+N&|RHZDF(}DH!6)hIWAq{i0OC8PlCAY^4Fwn5`u$AOeK|
zpiG6P42p<akoAxQMGxl4OKU>Xq1=>!l9i%LgNZpzC={q<%2&T;?=P*Cc<u1fHVv~w
ziuEU%l=`w{N2WqzLnfC7qfpk;+i5N(XiQQ;P6z`z9sdACZfVC<ZwNfGgh)wMy~_5;
z$r;f?izJP@;Ionm9W&dH0KaAvv6%7Q$f>g;`&$rY-?bITQi@Vl3zm13hSo^VJf~Yr
zgJZe?BaeSRBqe^w@X5<|QL~7TVMju7l<H#Bd~P~vPK`%D@SeHBq1rsC?A2~y0!TuR
zmkV(%k<xOIdF^l`OS0ikcFKSv3z<;Zxsay9o)c)WbP#6KClGoAep<ArD#}3Eb?$Ob
z!x%e$2M3KVC6vIEk+NA<eKC+o>zt0eW9PpEAv+yRMvzv4<{=8sz!IPc9dL7zw{x~}
z!fN!M7=Zdxw2f`6IQ!VZ)7u~uoT~ujU>>}AV~Rr*Z(Mt-h$7j5fi}J7CrgN&dpJs}
zYw6nwP?t~?NU<n!0GYhNv_QVFNhP(Qu=Kl?=}1bwmK-O<h3*nvc%>~PKk+C9C=Iqo
zqv^$cTr;Zo2ilX!>O&JICY5Z{<}K)KNqxA=b-NnwsWj}C5aL>KZM!+r($<v}hX5D^
zlVrAg%(+2v#;{gr%S-CtDs?MJ8nf3+S^_}83Bl@Bm^WiuNQ3sC(5FqABBbq3!K_^A
zdDx7y)D)UMPJtSq6fyyIxUt)5rAT!}*IZkRaDqZdrF$+*G}ToKcqPTT*}gXWS&|Av
z?@%p5CSbPGmQu1r6k6nCh4zlOYLncdB?)7V@G3QcNKvP2ic^KDP)2U?(vVYs3c!Mt
zsN>SL=Om+-j>XR6kwu0<Cx0?kHadaoch*7AaysrfX9)9e2n_5n{T&0~4aqV7{c?z7
zKLNvwddby7Oi*$hm2a>BAY=-~J!D{KplqL~4dpxc*Ys4K{{VkSKM!@Qf^pdO&QsfN
zx!)Xapv&Q6fAc>e0kyyTVVg`&I914DNz?X3>LyCk0QBz8`;BZc`?@#!sAqu`F`B(R
zdPzc$$snsgOm^RZ?&IOq^z`^+xA|j%R1uoAL$(rKSN>wk@$|{x`EeqB<oSc}z7cmx
z9$!(19&5u2IqQ%!zfQj#bR9ph2+7ZV?4FtEdVIIv<+okFC)3}+SHtoCL}&Q@ct=zo
z*zeaQ;Eum9;y)fD0#8BbA^-qiXfqKLtnTb5Y7XR``g}h>$FFZe!X~2V_lACe_Z?4B
z>9_IWNjcq=N#8qf+u#r3kD=ieJ>018(<gnscK*M|hMS$wtj3&yBbM{e1`{<GHX|n(
z{D0STzBq5{P7i-`jsE~H+jq`*S5%$ASEl{;IP16i?~V{vHwF)&&*z-{{XSn_8a3Zr
zK!dK_j+W&jbis&&<2BNs3VtV44hnofbCisCBbOH;*nGgx=f{c)M1bU07t>p4+;5x!
zGt+NhUHftEL&kH5{%QUvi0|R|oaZ?I0N!(Q0gvnH=y>rRYfAGWrL`T}B|lE18}u0&
z`2Hn}u}QtP@~|WFA8??=Uw_ljrrUJG*=tJ;y!%Q~A;!YOM|B{8ejOH1(;#rYZFvBU
z^}zad2OD+B`1+o_GxS*nsjMqF)U5|6IScnO@ZTHo=`!Xpm1hKW=m9y~xj84lL$)!$
z4N_;sFTa?9<?!F0*mQhseIr3OFgBAQ8QTWoYTKqpPhHQ`bDv!LV~)))<A5=;w!!@N
z!O8jU!FV_TXLEzpU=6nTZSdc>9a5qWN5iQYJ9qWR$8Y1qJ|A(++s~=nMUguQwYm^N
zxje`bVdaggXUu~oC#RIHhpI-d`QIR5b@bnYN-b$nv^KG+zJzxjHW}L=4Z7#&-mfRi
zjuZDonMwHIWan-A<o+ExB$!w(4Oz!w@Z0)u<e1CUo}7R`B0Apy1Xy18u${WW*vK}C
zI^ozw(GUUdxTOKM0LSq=eLlPKxw!)H8jQ8)ZSs3}!akdNkBQ)d1iEW1q`1;b@r8Su
ziO&61fw>;N_ZtulKeQ0gNNN#QJCKA74*O~&^8Syx-24H9ZA5jM1_rZ*+;0PDGw$0@
zQSu{Ui>lNd7-|wm=LJeudx5Y??T-CAk6wOtb?%L}-(JAu0PXJpeL9`JI0SBIvHQ4@
z&<HpxQBlX>4_`s)z-8PO1!oR2*z6FDk-poN9QE`A;p#!$ljUw+mXDd=1dl6&0C`9-
zHr#4$aWR9BWvx58d?fmnX#i(E5Ru!sJ%0`~RX$P^szm0Kjm}(I7~iou=m)Mg$6gao
zR%!~!RJRUx!a@_b{u+^v$0X<H!DEu&UUj_U!R)1#41G@j06$%h{24~%o9=bfTXcc<
z0!N+s4rCoh*8tc7({&nF+T1AijY&$dR27YeGDb(o<=d#w1Hb5kl%?kjxC2oys|5Oh
z-k+HVJ-&P*JmJ?@e0_20oP7s=gBas|W4f?&)8T{IpTqIrgb4ui(^2K8-M%vIV$lQv
zHW!V=`CG_?g=_LCNo`HE*S~@iu$NVWGu2C0{W{?K_u)-Qt;K2!AKcq<Nl8kSq$Cw-
zQ3E8Ws2=IgcIktH8p7b)3jP?*0NcNP{WkgVp{6<vQVueQ6ae@T6f^Q9{Q%%qyhF>U
zpU7YNVK>yprY{;z?Pws|d)o5io0Vf`;V^-?-+X!;05=~nI_!G~a^{{v3Gz{pdLt?y
zET7K<>5TA_FQ53oGJl5}mv-ttoqwO}zY)pl@CRTwo>&Hg4edMH)6Ul#TM8vyH4~ju
z6afQdgrxNzfF9rJ!E4n?Zs%L>5!@9JH|z87{Ij<OYG0=3*Y)4^@Z*A)>ym$m>*2yl
z8W{5X``274GCcN!ByaspN7Pc^QnQsQS@@sBJ$CtHjtXB=NdWDQ_~KS`w%-oF(DBVn
z0G&!19f=wB>7T=c38YL7H=V_z2SGO@9ai=M-)!e69ex1y+qYbF8QY0v;V;1lh+i6)
z4OWZEJ7y%vG!(RME3)FKw?nk(CQeLdW>lPRL-Oaof#x+%r9+=IHT%`aZG-0V4xM)-
zAHhDJyW@P|AFexbbRT3diMqcenC2g|N_4!<_Ua<Wk1h71ls9eKwIoq%a09-{J`HX=
zuC$3y$5iTL^V*wEeWxQh%l<>{)3=;&*|)RmzS8!7j+(QI4kg1VTNQ1s=4qI#eEuq@
zxkHV2&oxflfrKs8x8ErWT3$*^4|P3}?D*|B6;})nhFts|O+z54AuhbgKxvgO4pgm5
z8I+WpB&I->hCjsr0NFF+Gs4xcD*L<ax;5!yQy5%|&DG0F;;wkqCR$FX<kl%KL#A9X
zp)j9*RYXzUro?F_$uikMQ5A??)wtjI55sPm-#<PqpY2ThY$e{lGoic4pAWqCzAm2(
ztzDKqKC?@@BwBVf@9o_V1X|R(rKL%;uW6SIcNuX|Y4r+)THO<)E%dnw$jgp~>snle
zJuYL;(~Tk5Wk_+#NpUY4V~#qtuAE*%QipwoN-@0Dr72&PsUrk&7qOn$_V=}%9jdO~
za9SP~<!20|;@m0PXK7lisHCcO@Dao~TU<i9>PHP3;kE5N;waMK;x18|RJ%aBim15v
z2&3VdQ%_i`m)fXymbIY8LRw+=(1}YmE;ie5<$LiAIo+v2C4k^jL#YFctLu}F-nbv<
z@ax-v3v+yR$8MjGUHIMC2;1=Z_uq4k_aoQfcrRMW&JF<2*X8`bSoVb~EH(OLn~*Fz
zN0bPSOnMnUvDHi8uK5@l>A3mhhb9w+Q5ZdSGTu-A7(bWm8*tRA&<N}@Hrpq0laD|*
zIOsBXer-Dj{{XnC-?XR}HQ`;SLyhK4s8TJe)k+*@n;9<1lL`~eGTKwQamNykJCod0
zex-_JhbmuXgc1@K`>1IpM!_LYDIk-e6DMpa3tZ$$QPhA5h=VYhk1O2tBM6$Rz-*p}
z(Dm3JqwvY%wmIPyxjfyB;$2a3nle^c@`{3zh;>yJ2LZq%I*L@0umBxhY@V*l{hmYR
z3k}9?=VUphMGQ2`7Pp*qfril15>(=r0NFq$zd%SyB!CYUp?=n=_5Nr`snTY(J`twL
zZJCjYQ!7(6$Cz~}Qqqv(Ql+ScAStyS(p8*`h)M7sv(r??`B+?TMj<4dO}#yTmmzF&
z<y#tV8j6&X3Mp;@zBKBY94iDJ@<9Y+9S=-!>)a_&isG@5RMJ83{_tn=>+;_laG~(M
z%BT6Kb=IlSCoUJVQ=y?jxGI|_Lz3jLK3h#KDoR0VN(xX?R5P3&mZxrgpA>m9knP1L
zwLB|BhC7KwAf+d8k{eTMLV9eyM?SbbSd9(lz}|HuuE*njXAJ-V0MqN&6qj02TMns2
z3^sP@*m~#FefVQ#Sa;3aJ?E$vjmKDNB`q}~4I*>Vw1P5Bpva5{qN1fK-6_sWhi^`b
z@TF;4kY1He<=rJpiyg%#W6@*OrT*;&T9mb*zpHKZg&Y&Vej;_tY*v~{V7(zMHVPVT
z1x=v{$-{U?FqGtg2-pk}(}f=`ys)_Q%*`%kBI>G8>vZWbYGH3cX@|m?c0EyzK2j8{
zgeVtVQ(GxWQi>Fkp@Jj@G5OJ{u$q)xT$IISG8U%W)~EcW`GraeB&aN?k`<>Q;9%g)
z?+|uE(`41EC6MfxQmInX;*gau4Ao*SU^qsw3U(zpQBI+q$l?#Us-ba3zhXl=hJf*W
ztRxQP5(x*V!@hEOfk_3^AfE_219^dI<T_sx<{`9+f)=Q@(3A2y`P$YEjeg;<Et|Sz
z%FQWN8qBy&CUa9Mv1+uXA>=fsBqltN9B!c7Z3L<GxS(2CN?S^@wHRBM9Rj&haaMv8
zM`@HIMP8dtw_`?bpn%|Qg6r=;raIdWIDzbVQo@N+NNg06OQrJivskKBF3Oxqb6t6+
z7;2Gn!ho3V#E#rmHuH01EoyttX>KT_`CuO}a+0E<vMuTjzcRNrk5qvwhf`Z33u&k(
zWl8{!2y!gPn_-wwrAv6Nw^(ypQV<r_SCJehL?K|<10pR0{K`xYc|?nCi2{^Te`<mP
zWTZ$VX+9LB$%!DTP(;iU1z#=GXHXp#*>zYn$g*S1dC?80k`~*ZQwVhpwzVyly7B^>
zNeUq2AOb^wKH%jQMk|a$qtU4q0+jm|N*qgwyB10nsi(swz=v?4GSk6GP$xL+!<%&?
zlUa_MHBv(?&?c5uHf(yNR%#8ZJB8%478}gGhqB{w^{sCwN*25)QUFp8M=GpYb19G7
zb?T>+9zk}n-EqozFGNDyDKuxJw1%FV-@a8ASCrey0V$B$h87r+nGTX9r9<5oNr*|*
zz&a77?qF;zC&KGV1wuh73O!_`fCQ7MJb|_rDyZB6v@hCWI2ME}U+ij<6uoH*3eaVe
zjDil8ZU)DFxHF3U+1C9^oQTZHRZ1%2JkpZnWIW4KnVPYcDaRw1ABvR{r6}msoDATK
zs6R?z5}A^UPzs8S1_=p3+Zt*>U;&JdyXW91l@(T`3yBqlLTQIwiyn-Z(%W($Y3F3E
z?b~(0RzZ%H1Q4x9Nh<&WI5LxESZ^ZTCsAqj&`u#(f^L!tFh){*%v@m%#j=4!oa2_d
zQt6)pFlCy86t~hFks;M3)wBW-+LG70brqEWZ~)_rcDy$c@7h&n$;kc8>U+2&t~E+;
zY-1Tl{lLc3CZk7y%S}gHYl@JiKB2BdWUXNc3O-_i#x(#Az;2O}c;?Ltny`}8m-hoD
z54554!kbtJ)8oT6=b)WnTc;zb7bnvU#CBbkPIRmOint>I{{Rya9mjEk%$GLDU9*$Z
zkE~j<BOmT{OM(gi00>Nan?WZeXEBgQNbVJk0CvgZOAC1*VG~~is0u?X9=%eA&tAab
z<n7ly{{Ubw?+Gn9qmh-wDLwE?goCy^91n))WP>M=i^)1b<)@j~t*~K+WZ&>Nrt=2t
zjt4}3)VLWy7|-2tVE|-qG?BRA?l&<x*GT|1d(<Q(9g{9mm7TIOWVWJm2KiC>o*mEF
zj{r05$9}kRB>g<K5B+=a;2ZQ;ut;nYbF*qkz<-TRj-9eTIXzl+f(Zm%=q(zV(%avu
zoESw@dDYIhWGXwgrdEV7{Ffwq4K?+&+;$f7kCdqD)KnV?8OlLWDi|9aK=Com$l6S(
zapV9o<{C_5qthzHXIOK&=$_kjAoYV43PoAeqbhDMu{KL-)>k3qHtsZ)Wg)QW_f8ZK
zrmiu%3rj#NWwMjL7ac$y@tsR=NXJ~OZS%i(N6J4au#Q^jJhU*fruehFBCQH>m~Ag$
zQdp_MIT}uNrdGpz=W*x<3yA(M>k>4HFw5gk32wPCXQ;*<W$YvagOWf5jfUl!Hq;f7
zt}F$Euu1lO`W)j5B<J9Md<R{TNp$<vwzoLTZo1#6{tJB{*MzW*$+XNJy3WH->S97S
z;%=QR6F%H#N|c{@QV~q46NPLKw^P^CbG~wOoP)sV{Q9s~pr`FfY$$+rwQgG(Bw!qt
zSYbor21W_U;xnFK(@8#DX-xWgQ)OUv8wI|!{Rq!ecjJQWG$0a(s%R<chhwaE1MkIB
zzPZTBC)0yX_a;0<#k%@$ZFiFr{wF$lT_^qZImqPaA%?1OH37a<nnhAN2?{tFPQzjD
zk;ZWi6KBgym`u5-8{oRjFLdko3m*=-++=$3oH|u#Z~@C*z_jgfIau>DW6@V9BR?aQ
zysb#q?yg<g0SF+wfGw(S0un;7Fh~Faj)QPGQe8B)LT)?iX)P^fO*jEaAweLc%xE08
zqL8z?P)JGG^#|OKrWd&{%0P;gB!@X+VK`%{FU3|@YSPrCxaYG59a2fbac`YpcoGf*
z_TsW?Q)pEI9y4-O%PW%F;y)T-3XYQDPxohBQdG1BAt_Q)qpa<nxau8iyrd~5Aoocr
z)Jl?&pf49Ocm`z27RNBd%4)4D0YyFPlBhBvWTcZ5q|VxCP9vjEVMtIoSi+J)ISL12
zGn|o+r&3P_oWg#(?=LQiR=oG=mG-DIXH%ubOD;Z_;kWH;j>wSPt%oHx!?6;*1#PMC
zF|{Gop+JBu9eWZtIO~(}!QA6>u^$c=ln2uEHzPPT=u(lOjY%x5YSKaLsFj0|20t!k
z^cNdiLX@1yQZpo!sX4(;WT;#yY6!SD8e^@dbGvn?3R1j^Lh>ykNM1z+Wm-(6r9cp%
zWDrO;IP)9Mu6Xlqb?sfGRc=|DpiEm#O)kGGru-+++wk07N}%ky45`S@wz7yTipmyL
zlr|Cv5#`4!RcG9jIz+kB9XgzqHbb%=TDz4x^47H-{{Z6n4kp)&zE{JwIkiyMeVRIC
zOr^AxG?hB*P~P^6Tb}VDDteJV5C=lalG1QCI7r!6g(h{0dP{{!Q<eK}O#-_bYTHuf
zJ3@WQRJzP`hY^z74$P#~O4&+$h8U3Qfo*GAc?N4~sVPuH2o)hc%|eI)N`0k<ohx-?
zI)QN{$tr;x#QF=oF1oe#x!ykI0^ACvN)oj)h8}D_$`FJO?F2NTDG5mc6#zh-Mu>K_
zxj0{t@|(!Y*ZY=^Gq_sxl?)O0cRg@-98E4-_!#DO?QT=<wo^lgORB|cZ8avOi4tW-
zbs=rKw&5m9nGPjK4M}n|gq)?ukaBp7m)wfPDthEcVfUj3T9GPLS5o_Ivhi!mFF75@
z40J5I+I2bQkmAtU!<bJF-y`X@M8#q1H!^vXLWcHcE+qoklQ|*x6qP)bOKQIoB2qPH
z+MEq!q!l!sMMC>8uA-dOxUi;`Aq}#)%%qVaZh)W+*Z>fBk)ff)X&m8Ihll<d%1XA9
z+TS(Q%R`7usY=_*%b^Q}p-EU$f`LkbNRJi@d`b9F<{u&L`)=~P8l|d-a@;Raps^M8
zH&8MdgzV)wsOr{4Wir~(nJRF8{V775!qB7BmUC?Pphu_3wE3%ZYeE||R%&i0mj0xp
zEiEb3$&R(;X~J@Y(<vv3$xyfXPgAq5C|CW(aNoD3deg2^ZIgD~>{sqeZCb5Pksc)K
z4Yx#<Dw9E6H`Lp&)hpF{l-hh{K4MW-B|*kmDovEvDk)K<-5lhrQJ|%iEYo8@O%jPp
z2ksetao%y~Qc1!iu_e)g?h-)atK4plw1yoEL#0GC!$I1Y9Y}zgOKAp9kgx`aHs!2#
zdcLh|t7T28kO6+7;>{yXs^q9CYEa4&0hHWs1{#~1n_sedjYX{1ZTJ>kdzoz2?fX(B
zq)CxSq)}B069#g2bq>$+opnw=hSw%ba~uc_l#V?Z@+#s@$I5Fepd9lQ)hJUOR-$sM
zOU~1fN!*QW#$|XtmJfbB>0F%tpc(Ea$+wqTs4ONruFJt|s7-aW6{RX=r@w#Y1g%A+
z15RlQQOrCNlXU(C?ze6ZQ^|)V)Gkdrpv1+c8c>ibkkE&;G@tir{h>~ru#}7>uLA&%
z7l*p{_mURvGO1BjOyej^sz7zcvQXkwrdyus5u606MN^oV-d-tAz~H5}s}Wk|6;n<v
zY@yEOv^teEv^M*Z-~Q0IDndd;pbdbVrOao1ZH>>zuEVchoCA5x^dxQ9AdbHb_uFpW
z_{A>+Imzvlwmoy6pVRBWH=M}ZuR*rkZMOda9lt}4pB!cazV?iq@8}Ny0HM<v{CaWP
zj{%DMs&J)BEyi*YX>om=zT3)tI>0J&Mqou!l<FHVJucsIV-2FVl>|j_mTQ_)tl$xz
zpDwuTx!e75z^-0Yksj-8xcQ6}%ZqMEki>Bv#z=5HsSmvf#|^jU65|z0YoKKz$tflb
zn-q!(sBTC|Q7I&l2Z#}Qwz#WWoYc<1B%}oZE=fv((|;}T-BkG(FC}YM`;lWQ+4e0?
zl_}#MB!^g-D6T+0(&W^bY|32G<+UWjfb*d!LsunNLYj7?d<jiv)$uD>gDy)DX|)Sx
z<6-&BEi}Y62O-tsN_JW##FWYuVfhh^DYBB6-_aQ<aZXZXU2Ug%s)YT+Lbm8mUX@AJ
z8se!iSP7F3G)cAE#I{!DL5Pe?d9_EH%AZUR*$~!(Bgs?gZBDyb7N<2W8h?s=E0Iz8
zdk&LAt8*c{YWjVz`Vp^gc66Fc(PIcpGv~bBS(aiwQk^r-ag;cQoO@Gp619&uAE9*%
zM7Hp5R1{F9scA|Po+9ByD2pXO5Y8UM%BSKimex|`Idr8t1Bh)6=5fM_kW-Xp79_}+
z5^Rp8c0G5;soA`}w<O-K)L>L8GUmL?kf@O(RO7o2OUiKxg65UB`?{QYR9H@xA;&4t
zItrCVoX_WlUV$=KEG-LipF@E{xa!t*Y5A?DOQ6yw#->kZodG&w#}2T!8usZ+oh3+M
zX+v62>Gh*UqS?0nHJVip*o#Gg&)tnjd`4?t23&ARk1^Q}sEoMl?=97n?>J8Uc^UC{
zZnJCnmGKDyhD>&0^Kz|LiqgsggiEElmAK0HN;L#Dgc3txDlVru%2KF%N}8G~dRmn_
z3fA#$SyGUMf{@@#dx;2EVn{22rcpM#9%%TDRb?n<8*ZI0ps8yvtwDX+TfXXiCB)?b
z6sAq@hq~RCrP`GAXDUE>qm#G|zTg=ihdKHUj|khw8Jk3!03}R>Ndp-mvb{<@^ZUJE
z{4>{K!j9J=baI5BbT}MH-vKYM%fODCD6F17%xNyR`zsj^w&O=2jhsP2+wsmjZSdk0
zfeBEEfPG0#$0O<^YvJS(AlS?vn{)ILz9R{30FY9jsz*=5r+x!C?LD%P^9=5!Au3ZS
zP%2T<2647jaC6X~uL?nI*XJ%-g-n$Ec<!x|>QSY)974!aTPpxMQd5Nn)N~vIMsQKG
zS#~G2vsa4kJ?0-*nu*9%eGN8Lrrib9q<KXF4kc+iLb7#aXNvXJMwNs(5?q%MnHnS*
zD$I0}kW!t3h?_vf)D(iP<us*+;k7JHi7)_<B0)UUK4D=@piyek-g!})32kAL;{|Q2
z&e)d!0CJ>_hE8yOFgOCusc%#!)u}DLQH4^cG96n%;PWoB>p^Y2%HL^TU_nw5A*AV3
zDpECNF1EFp+p*eRK6z~DQzhw0Ejp%@y$un7QGlXDcm-P02?T<22*gKdTvVB9klJL{
zOn|1f0P5OeogogKYR{6O<S<T>l(^as0+x+9w0u$eiuE$JfYQR!+A<3e5~PU<%_Sts
zB!We?5w}^w+NYpP$U*N=P+W5|hGeMZSA|{?;t9)?NE0N%!3A#0q)@4btvcXpBm^O%
zUYQjnsZOL8S#1rtmmYc2bhgV)t<|d`2wBbmM&;0}!i!L*%cN9cO<}oE-}0P7Ut#vr
z>n<ZLFGyMnNe2XHNdSTZ+T>!K{90v3YEVroo`S>gEyW>+=CvKRgKcNYOX@01W=@Ya
zu(H|~5VrtF@>00k=#<(+l2YmYp0zUCRj9`?o-JwAJ<t}6;W;PVD(FWY3Q3R*L|d5y
zD7=BXhyYpy<|M%9&QJ*ipAZLeCPuSp0Bf%yxon<NO$R2E4bTB3#d(mUj++%Qqu-z>
zrrQDt-{ot_CtV_<&>rquX~$EXXR3VE{P1uO$8IHiYd)FjgWQgz`FiIg=fR|Pf&k74
z+~f{~_V3fF>`po!9HAR>5oi)eL(oRtu-P2P*dMIUm&7A`m(913l}lwn;|?@aq-QuG
zO{AXv2<xAjdzK82t-RZtoa$*w11A|I6^!fw_=DU5#QO{~>Tu#xasL1kLG;^wyAP+=
zjelX&of%vhZe;JSD=Ik8QlgCKt~dD{@PKJ+`3OGlhf9q*lcoY<<ovd_!_SuDXLwz1
za`tO~-=1kIB$ToOus|N_*M)$0-6`LoJB)+FuSutha!HT_U;v!pV`Ja9U59^OBpY_!
zG`5z+Mv#Pogrg_`6P|$MuVLJ95=ECzkevZ8perK?SXS8I?<AAzdhPQ(I0GECC#ITT
z@2&8_tfYyXh&tHBl5OYbGl>5Ha61}xGJP}>w9bh9M+TBo5c^7LUBEu-_8G=|fsP{V
z{zXZQ%3X_erb5aBi%(Mgoh0=dkuC6d3dTU}I`74VtCdj}qEj)%jN}D27mQ=NRGj0v
z!0X3Va;^%{Qn!4}3}Zn?t-V6BN2oc@4m$3I3026{bm`~IPhLk0-l;z6kFazi+H>`=
zII78(Eoz?lZP_s%Kv>QY>I&Nm-$~K3lrjc42M2M-DxI|?IM?iU9eJ%QE}3d=rEAxO
zA+({#a+IKCxK;|(NC-$sQmpECCTNcgs+ze9Io&I5AZ^^K)ZiY6BYxoZ1ghk1FrWNZ
zmXdZEl!asD5LQM$B#xW#oyrLoJ89`Q-Z^~+7x4~_{{TO!``;C!)vI#5lA3A`G5-LO
zamIacRN`~rrh0F~-^r_D=B8DuQ(cSuJxhwrR$MMdkRA(r&Uq-%rRmTaMoNM~$OAn%
znQ^%#MUJE`O<_Ri3Q<yj0tP?_e~#OZ6_D&WP;~hXw2dGSb+8TwGIrZ19e5JbK?)Ng
zR*5n3*W>!&Q|nSnOhK_DQ>UM-Yw?lRqq19q%TnB1&L<ghL}xe~0003!@BsrGaOFpH
zQUMv*4bM}y<Y%bPcRl?$O2VV9ttm>vMtXoo`0jfioqOY;94OdiFaXr0oNvC{d~v=A
zJM_WZuM)vKNk1I{lc4hFCU1yvW)u!Obl>yXcPBqRzMLs&(6uQKJdvR%P{`P*C=uIm
zI_F`Y`yL5taMvx+R502|Dpo+q&UVgw;C~-Z7i}RZKuSguos;t0_~U*SCIQqygUZB-
zur?==u&}-i7=`L1)3;phxFfggW5;x>8;<AUo|z}{>GLD60MqNx{P+BJ9}d5d9l;%P
zKO^||`S73(FEA$d{n?F(iyP?{I4~no&OzTJu-iRzf!D5c->)4Kvyr~t3Bc>0Ty6Pm
z4}JoLW9!>H=O111^Y!#2vQERNd|+dy-#xz%hYC&RL<?wVX^pSvrkmivfUfz*$FHWq
z{{S3y{Q5|*4b-K{ye3vcooG;C2bqx5LDJO8FSeEl1=c`5TTh&Y=K$<;#BbG*aqH6q
z9kO=r4@``Vb??OS@X11MEtOKMycFBDn!AmmUQkdmsqLYb&aFv01MbY-AzP#*0!bp}
z3JaAeJ0ey@Oh5!l(!_z~tlt!Pi@nt&gcvI+Y+f#-fBm6Yd#-zG3pEoaBdwwpQI@K(
z(x#sQwk3kK#{~#;CLECbHF_#K@_kZHP|4X2M^GnY=A{|m86nWw1F75%f$i1iTz0B<
z!>9^M<y+Ex<Q*#u{gG2%hf%Ul8;es7DL5bnRNPXq0apmMKq?z8oyIqHwBvF&)};C#
zgn%$kGmbaXvII=!gqgm8U(`hTo$roiaUkUYECmQBdngN#AwZ2Z8)3e7fg^B+gPUae
zPB!KS3I71HaYHx<J@M(c9G{@fl@uY!vV+kQwYF5#xOyf5TYIMkarbcwB$B~#B!n>9
zcw9M8bdm#QSOAioF9Qi9Ix~TVC)0DMuG|Jg5~4hZ+72}9OG}7QN`VSWwF0ihWhW^)
z1Y{6KcyU%?adB~N{LaSU*x2ucNk}&a4UP7ZdjWA0I*c{TrYqh`(Sx`lNWthf++<?|
z<&0x~0y#?<SMJe}2>ZC-P*FJqdSe*-y8t%B!%&Rke5p~E>SIg_SZFxngm=(Kv_?=-
zISr{vTSZ!mqqx$Pt$M;p++}J65Yo2jxbfG}<bC#u)r{d?ck90j2s;5WC&-B!Yj`kx
z%tiuW#$#>b#$pe>aTgZ!+YRJc?66&8OmO@OS`#gl9WD(ED@2IPQBY=60ZL0wV5LYd
zGU!uIx)t7;ME#p^)0Us!vg#ze4q6HFr7)<HkXDdUsV*g1Y34~v*nJK(;!1!#D;$oL
z<f=4ffC$|#BRzVCme|kJpvfI_DxT<Qn5u}<n_A1vFU)yf#{Pnr9bheMAil^k-a%1A
zi1L=Ssn!`<AgD<0UMU~?ODYmBGJDWYsg742V-_iv3(SJ89d9XvAm>Sq>~00@uN1*J
zHAuk0{b$$fo;6xVG6pf%_4@1Z<8VRfLH=JqPCoI?<E95GpO2O`LC7BszhADrY=4mc
z9CFD)?~I?Q_4LnA;m1&R8|-)J53jF(uLd9Ps$$2N#~(o>r`O}g;e9ebc>Y{-+x7bW
zeK*gb{Qm&21{A3#H@&US-+o?L-&xyX@&5oWHwzyT#~;`0amHi6r}N;#0F`t+r_1l-
z%K}b4G5Yy&^c4-WkKy_4_2Y)JHo)!bKY<_9j)_<!9nKCicJ=hnrv?|qCVWGg>AA5#
z%ypC0Ec7Ek9OL}Hy*T-;UW0Ezx8uIwE;*@K#@qh@o=@?|^~V~8<lu~Fr}^+<1^huE
zi~d_&bNkdlSl=Tbo_~iM1p+g++i$i$CkG#2^W%m`f3E)kp84u=_0O)^`u_l4+!zL3
zi4*72-hVstwmOxJWNv;r{eFMbjY`j82O4qks3+&!*ZjVHyKljTgls3Ex!Yb|vA<k&
z4k&Hc`TqbB^4pK4YCeOu{l8oG;4xV}HvG>Tl@rvTPp78_7CHg*6Xjt$P6TB7pT~^O
zay1-$bHCI0XY$}Tru{m6IQUjOoagKK@L&_n9nHMC9sdBOhC7v{bjj(C-8*{!01R>P
zxHlkV{CCIZbM^dt@EEVqemrwinILC7;~U_9KA+bIg9>L)pO=(t=00(O!Cvlt-1-yx
z>-hXfUI;5P{HUsI5=*2vvD_r&tzRq+Cmy^Rt-zG$;n&dmdi{S4o)GnkX>rhytcJlI
zf5rYIzteB(a9{!^=Ux3he*JJ%^SH^+O#c90`Ob5>^zEJj7d0Qfjq}$Xet60CJaBp9
zPIL0f?eX7z`hJH2RQ@yXbj~&y`hLHc1{1C1#=N9k?@2vyOLoi==+f}4d7euHr$?S?
zwRQghxGFpCj=r2SRT*ut&|8X1QbrO<>N@8qsm42Z;dRU@<(hm}^<=+2uts{N4L;{%
zwiK4mdVe-;+lFN_>9)jJblK}wKJJv<daO3;5SJ>EXIE-)gotksE%wtYBQ6vuf^;OM
zNnR8WzlIhx_>eRv#(pFD>~=(#>T4|1A<d~e4hwYnawe=DzVc%<>aml)Ks)fSp9ZwW
z9@Pt?)SXo-w7Qh|s%45x%`jV%kOJ;>!KbZi5;UlJbp!<hRKuD<5q<~SnR;5RxW&uL
zn=+{qDhgDZ1j*LdxY*xI3u3g;I}9ZOv;(qIk;CId`%n2vE@QDTE?3?(V#C3gB~c_&
zE3AS(^7P7=MRcG7lkPO7o&NxJkTRgb1ZoIB3<LrQ*n&A5{Q1n^&T#lsZyI`5N@>?L
zcTboWntitYSuN_+q-m9D&Za;F><)+2t<I#Vf;c*6{kM?egD$-aGtK~3-C9KYWUVJs
zmY1VcDVK(fYE~SSxai3mu-H-Hnu+5(!F}XfOuM*IB{%@`Zi`N*9Hf)JxvQqgrz1~Q
zE8DTqg&yy%t3Sh+FqVcbPHb}iQk?@aY1f2!G7hZeDuV`mWrY)gg~#9HzZL~kgHVI$
zXX^vdVyUBSja*HDfS^Fq-s$D}oFQS=DAELJ5fw$4QgI#eP_!OO+fi@a2r?~sDsTmo
zq_H1bw5LNu0V#9Zi6U$Ur5JPFZIFZm1rnZy(OC*Y9bGa-T}ejzz)4a<LIEoPo)_oB
z?<$>X6)6=uQk#(DNJO^j_PqBVef0z~(j~}%{ZZH7aYeQRa+4v|t4k!SNaL)}3v9R}
z3w4^K(H2k}s7{%4(qhCw8giJ@Zs!z|l$^8~wtSUfV1yCF#aw>n=Hx8tZ3Jx`^}ZuC
zQ=_&JBPIGt&DQpt?Sv0C<Hml`<XtXH&qjjn`*2hwDYs-sK3g!SugYJvQR75gXUy^g
zb*3rpJCwF2dCF-{g^vk>q_G7}zQT3s5^0T>b$g+(zt|T6Q<{>bqe56wK|;Y8LUQQc
zo*nMm)hf!T$DJ+{wiL>w%1rnb$kL@uRZwB{Oph+zr?^mnRF;tjwM|xyK5Nbtg#={o
zQgd1|%A`qZrkxr~bqhWc+R~hXuB9I8y(+6wPv25$Dp5OxldwjgZ6#${rAsOX1VJNM
zGdk&SJP%Vipn!sc5`dE=g%Tq`08DxFn3I64y)q1U5e>!=>uOq-gf6!MWmw9ZXvk^h
zEu1Uf{py-Zih`0<l174>sVnyqnuM2?=KDL6X!F}>AxJ9L-Cej&r^^Y-{Ko*&QZlVu
z7K%SHXlirMwJ54#7y<e<M(U%^BmNg0xv6#)6svK9hn6-Y-UnGz(cHc2@b$T5-EK0#
zakV!~tJCjSh}4w@H3Hm^d%GQBMMni~1JP$u)GP{yiJahc%AhviPILNS70o;8{{Yi5
z%qb?;v;s&oc>`ID1zjF8TTitz+fD@~l*DS&VnJ~L0H7sMYJ<uot-^;A$`qX`S5%ep
z#rjiGN?%K9r^GFvc3kU{6NC~SN0i+`hhrABl(s_T90ddnl&Gj|>a03LrP{qV;Iz_E
zq`xBhvDmiK0Zy><GO7u+Wk^VIdQw?S>sFj4l!SndU{`4s2himftx2k|th&0B6&sEu
zSm+r}>tz=eGcAk}fX)I&2Bl$74xr4qfHj1fHi+x5Sh=3D7S^BrCkzqdTWSMs34w1e
zVoV%3HP;@c_(Hn8r`nX|)yzwNmeLmeC(2uIR;|d-qg$+sYstiS)){%VspJ6JQE_0U
zr*73@e(P~veol=mjK!=&1c0x1+G(?&X&3;j&P#4-QPvVtlBK*H&YK=Dhptyc_NJz)
z@aF6kquHiXq%$>ay;y(Q{KCyP6z0IDw1?xon6e#hrLw16l9Z_kmp^dw*+dmYN|Mp?
zX_oC)D=HfR(xp<WbI{{!{o+=XyyD1CN&q@UY@ZX#01qBerCj)6L>rU&o5m%00G3ip
zr@I~$gL#X{n@HX{+&~ExQN$E5wKq?vYjigIE38~`swhqppD-~ksS)syld)4OR!K-o
zaCkChr&deU_iHnnSWXnXo{scQDq57aCM8}JXO_G-g#^fyhVTm36r`txGn1l5OKW||
zlt)|*AeZhs)G4Y#N)$Y}cN`{IO4dkHPrgd`MiAOa;vuF&kl<zdt7Rd;x{PaHxRfDD
z(iEnenA^{33Lz>=Lc(y8kga)|$6U*ekAVW<4FR{T7~d76E}0N*U_zEnwFD0_r>tQU
zGMM}7OEO@*^3XDo8qKFvl+a)AJ?Zq>fi5hp;H@btSV<a`Q=uT7rN?W`M3}U;9nqxz
z-lyC&H&T!^k`qo+f^}rLRO%E+2-2byM-CgXTrI6pqOcI&H8QJm<+j^8(iT<iuwId+
zDfe|b<p$E0zzQiSM;x0|5y3H^g4Bmm<$(g|6Xv8TAqrX>t<&^27m&_1^+HCVqEr<m
zXb1%Cgx_ho)ZQoIrWA#0w5lz2s=z>l2~^tJjqELk{I<3T5ucZ(Xi#y=HPa=aKtLh2
zHC2=DCv23u+X`_fN)~btA0LG&=m*JWtL;j3t%qt7>30}WSs%OhNCmgUWqDJJQp(EK
zkd0wV0ew1>`rAjh#;M8FfKmHJR_$$sYaZY+<GRbiVJ-k$XdIM`Aqq}7`EJ|HR4!|F
zkn{#4{?NE6anM<`>Q<v=GHQ`Rf~Te{%_#Y9tII%eB1`KHrN)%CWei-91PcYOO{_dA
zGx3w<fig%5Ch$B609=FbEPXF~nFQhK@sinQ2O(^dT5-B<I;Az(zR0J8tEN&Y^v0Y_
zb~bNGlPM()w!d-5Qh|h%#4vu7MGmLWUAE(eY93S0-EkiC9NBFa*?p*q^7QD!6S{&_
zP*$UfapIb+-B+Iw=(^x3%Ws#o)V9i}Dm=uwU98mKe6Y%zEJ#w(O{bK8`I6R?<|qeS
z1-L{yj1_|^>#N#WQZ+}BQ?_4%%PqFI91@btjywqg4VGg9>Qpq9G`(YpY5xGj9`}fq
zctS<wYNcuc_(+|xHA122IWnaw12UATm_Fi8uyi*u$}rPLp^(s*9lC@FVQXwjq}}Y(
za_MgbGQ~|#KJt*!2pSL>Z2PXh3YL%|XsfOeii37Jg%zpB>h$XR##B+M=1~=FID{Y#
zEc-)klB_MktSwFyxbtQ$L^zj{7NvO->_GcRIZ;zmr1=eK!EhBJq@zZG?k7SxP0psm
zmVjhPpe59&0f{pzRArYEur&KM8MQRp_eQO6I-{>fw1s(GO_UKNf~gvnxIj7|4T<%G
zYepjqB1p^xiB?p#IuGB>pd?$*dtnOgCDxiMlO9pgq_Xu-mp0-xp=C!eN>h(Kv;u;s
z7v{LN>H$gjaI#0J)Tt^*w2M8^65v3YMYw6sYf^Fps-r|<ybNke(IM2ckWc{yTsv*j
z9c>8qI0%TeCAI3NSDcDTT9Q(hq}L~@{VFbHC)wBlB`O6YDC4_Gs3|Clhp#qP>q<-E
zb*g=RhW`L|t<x5j8IX{qps8W`ia1chGKC|9EKb9jOKt7csal>#4GNeRCc{;`CdWi1
zCv&U<Fx8u8l2Y5TsgwjZ6daK4GU%&P<e(@ZWeTp;oYCedP(pl#G=-!o(WsWxIk*#9
zbqbE%*p?E=4Yf+<bsA#yHk6%aEE;;;bt*!zq<#Hq)s}))g~X;28ET6m;K^y%0Cu}z
zQ=9g-%J)!JT}=m<pr;CJ%oqjVFItp1PQKMXLx7QI&nYMhZ%x5ZE$SuTB(p_`%v3m1
zf)WuSA!r~MiV{?i0%GH90^-hz*(pkH4wleqp;^i!-Hl8(*tkp|5h~i#IjwaVIFTL>
zVAdM(G0UY*e*7$^J??#;w@*yUa&yb8u_Ml_txXmI3QC$SN7nP`X@XSSi&|~Hw#|dg
zgDYk&K4!lesY}2_YELntu+&IzER&_C?@BCoAZu2J1$KiClm{vo5AQ0g!F4t{@hQuf
zTB6e+1hspWyH2XS<^s8Wb|CAEQmD(A_*#~YA-2-$6Q$LJw3m{bt+?%KZOKWfTlIzv
znsrV(qrR5hTQ4>;9BNEiEh!I0n-SEtDh$Z(B1AcivnD%;eWui$`qayv+KE6?5JIw$
zTUu9{4gs4n2~f)53PPP>PP3UQbxIfM2Y@<{5}I*9Couh@6xvejMOi{XSb~B=klXFD
z@k-RtP7AGigVY<Yr)bV|`-NRHE^9&JPJE?0*tuv~IR)BnN=tQEsVW6@`p>hl-<3&u
zVeO3R^7sD$h#Y!kb^UkxaT{sWI<;1r3fQ})xGxJ<QYtph=^d0K_M4DW{Ad>gX=pUU
zY7!tks5fm02BW^2li6hkl{tlnV%EE<)p<1<3({gSb<moE<-tKisxo1sa$GQ~3^eLn
zeoYplrX+sNsiCsN>yIWPmWlAD#$z-R6r~VTnO-q7-9DuNv`_CL<)}Q%faP<&QX5KJ
zOGV8Q8Bma9q(gfb7)n7x@|&e?AQqlMl_$DN+);6ErMD5K0_=gD{_zA4fnlMy)PEn2
z4IwM{46CM=P(DQ|108zgYzgbZ3rhj#du6tjvD_ct0y}ln>(_1qRxUVJ^&!c#T|yFv
z1Zd0^wwI^WB*-zT)W~UBNP2AfOJ*!aQgyiVs7M&jCK`_x!eoFGFr_Gy03-lPiLe4x
zV)$t=H?#l%B}CaNN<g}lOay=mi699iW2)pTqj<9!0VW-_N_uR^RiAdNSy!{bWdt1|
zap`gDF33uNS{t7YK<RYk($Y++5Tw+mG+BDBQ=K`s)%TGH&oL=k?hCZIu-{U8rN>qX
z3IuT7+B9mF9+cG<sWDXxuI{Q&xvu%GWVI0!oJyp`VQES{s(m&KFl|a1UYFd95t%AW
zj<qde@QT_H+Co4`03-k~000aDw!jUCU^WAwg(o`7jKOofNKk?j8}3*zMr0}0N~#=X
za-=Qv>;S{aDM$z2$=#@e6f+ei*MK5Yw6^FBH0mHN461HSm@tw6C%5s&KbP>}dU_9#
z{u}^8fF9@v7~K57o_G4~z~mgHe!f4z@bS`bWAXdt%M8Gg(01*>fN}xgDo%SHx{^u!
zzg_qB=ng(xXXto2gSXf3?)Wgl_^stg=ZA+LbaI_3237CNyPl0oSpfMJ)ze;)K$HpC
zE-ht<G7znZQ$VDG0ph8=2zaKZT^zWia;mjK=M;*SLNqzo^~kH<mub*>WlwG-2yI57
zT&s~ztx?j=ZjT<>U973`8JAg`IZViq<ix{8>n&P=1EB|~@A>|-$DD5%Jh|rQhJI#U
z)O#L?&3}+Q;=b7CTzg`4AnmUr=c&CttD4rYJed&x0B5xdy;^$graJ7VVEY^FDQvvm
zysspvL3Wk3g%r6!^Y5U8;tf<ZhUy3zlbvZ>6zOd$P(yw5kF72tr6E(%EH_f)N)p|B
zY%oCsFM7kpZ3P^wDN2y@%W$PRobDT8DngtKO^<WZ`&G$gGik`>?=#}m>9XO$<%Ak9
zJ8L%O-OO~ZJ0hW1iz<ctLalJIL1t|>n&XwU)#4`Os4hK5BH=)nSZ({K(Q8x>5B3aO
zk`uK1jj8sXR^W#G)zoCityQiBR4S>HHELLqE86F}WU0L|!{x-sZJ6n4q*Kj^&p5n5
z-<E}m3jBIyO53U0O;j!^lH*jadurdNOr98~T5i#0M3n;GrVDoFq}J}#OJ#NGH5lzx
zVmz;90`)nw6}VixlNp^ws%zHBY^h3G!XZ{Eh(S`+r6{jTMx`l5MC7QFN#ctIPCOF|
zNM?yhQV0Mx<v=I9gD3WBOePf|EUD0!R#J=gX-h4mDM3^9$aE<sN-J)hr2*nq1NQ1U
z*Q!*c0ND*8C1i5ceg33*$vFq1BOQBn-*1-@W0`3U^Y@gm41am$*ES+=+%;Y0#E(I`
zK~cs=H`wpQpOmwQH~#<{562iE)Z_BvEc0<eu5<D=@)egUJk_THHW+=YGGc)}_Jmb|
zxx&5&iz~ZogJa$6{#ToG(2S?o%M{XKZJ08ZsyWMzt*v(d01(XBff!L%PFq3T;Vuo&
zT#bqO9^2r0_KsJAlA2{lB#<N|k6q9RJ&rYgdvPHu>N+xZKK3`qU9s`oe}>&UaUJgz
zmnoH$f%jFYV1a^`(xJXbp#B)^mH~ObpprS5^Z0M)hm}eIj($Q2`@HIJY!~x!K~~&l
zf-);s+k}JDRM_nTa4<4lBYcCC-vmTTdX$%=3@hBc*$E&F;X;Oyu-_RN+da>ICD%0&
zT(X;Z4gI>(bnUnbtJ5_SPyQ9Y2*@CG;vz>5A;3u^%Do{10La3erQrAMft-%RbB(7E
zQiIJ94%Z7H5v}CkY4VC-!qz#iPnj(zVg6CC$W9IEt`g-Cl%ICtsxyu8muZcqUG~}G
z@IRLZbPqLADB&ntiIsPP0!bk$Vz~300CEzLR-!SaB$9AAD~*=qQ%AfsU8_dJVdg@n
zG<PRs`@!=V8}#694N6RUU<y)C?MsmWfu#QW6-<=uazc>mff>e<LC7R<Xl`a?`S_J_
zeZc27^275Im@r}hfj7w5(o9VJ?R+gcZ1Tm&VH^?+YV#^MJrh-wjj#y-2DaN_`B&$H
z*8Q99e(}7)BM)1*OW63X>agA&PI@{{ag661@5J`y+O%9Y5G3jn?iK(T+=|sy=_g<?
zlw&<f1RjToqv4oYjs2|tBip4GBiu)qm(aW0Y|b(!R2O{NQz?>M52M)7mZ&l*jE`ek
z3IG?9mxGEVkkg_J6;glF1A-)JJuR-Ygah`8H?vhEOBq5{YuEsM`Qqxd9R1uMU(2t3
zzte*`ROQ3=eQw5k+G8~-COn3uc}RE?8hgtmH6Z|g@s;7m$pJuQXAE{q(i0)Hg%B{k
zT9OWZ;y?+;NBlsHjE+04h8b3eB;`Y{hJwb~&%7PM>7BFJhXN+!OY422Cs@=E%5cmV
zlpfeW4u|wM;{e%NAK@d@s6P+KfATnD40#QyX`I>!P(ThKqbegiokS%#2j0o(a651S
z1f^?EpshY&3Q5RT61~z-P)GzHPMjxRQPAzD>*{ZSSd4NBNa#4~Q<ZJF$QyLP1HZ`s
z08Tma)hFJ-AOVbbJqK~=zpvM`fr3<aw?06bx!!C%jtnrqB!~UxQgPnC&*chl@%<h=
z=y+}S{@Hu=K!fGm)kEJY(?R9x2cY}Qz}%em9C|PDAfPP@Fg@$-<bVAX&-ClxJbC%>
zxi;N%?OEpZRl`U2skfh#2A~W6VW5j*(~VPxynlBIO+gg5(U2c1Te@<DuSknIeUhmH
z2BAAdSeZIV9PC5xEB=_?AyPc9E!2!&QIMlO9Y(HWI-;O*50`1MusUZ0$~^|a9ul=m
zt1x22mm$w8JZLx6$J{!IX_l^*mg|H7PEv&^=>VwXZO%A2O2L;D`^P-OsT}*i;IyQU
zna};0$6dxT*Muc;rsqOx8_Dw+mqEPRb+T}m8<lm_8*v3mAmE|$p2r7mCmb+)w&feg
zxZKQnUtf+EF9z4w$lp;s{>ClS!VfU5o@Cm$byCc&K)G0tbq{Tk1w{ys^Uzv#wjK|q
zr6vCWB(~y^LX;BX3b)Ecu(=$N-ML;{jD(>SI-zitq=1o6k*lJ!*8uO+rrYrdd;wTC
zr!TDQ&K;pk6o^%N%|5F!gvyyIE=^rMG1Tfz$KO*xvcpO8+fo|^I)VXGiJF(=-c^-$
zxs$0D<z-uLcBjbU>a$uv41oqU4S^G4K|KV(^2BH|vJKC8Ns9mqfgH?>T71qR7bWM%
zhdQq8l@J`4Er#@<tKM7aDF+>}H&NRd`oa&kE~2P>j)Ii8lrG-p8>L{RX#W7A>8zt-
zLXK4aHU}8V#@tJOR5)J}$-pkv-3cA=Uce_FpbQO;H{uF?wUbpJlJs^`qBCq>`Rop*
zTa0Jwm8f(dA5JP&U6Hu(0k(i2m&osITBrX25O27*`G@6e>yHuC<pVz2Ct_>-#*$9o
zeN`z<<2_CiyboVY^>OT$md%xJp=Cuzn%k<@2vGBsr?ikjBTtwTGuU@MS}J6d?bgxM
zPKNo1G^k+j`(>pJ?URD(=r_RXM-Q#5Dm7Zzq0}6bmXR)#PmrA`D%Ky4+OnMK04F)$
zayJ9k!S^(n$OzU2(|dF$PFR4O#6XphApZc6oq+w}r0Q`xzRZ~6&l%jjbt6%UZ1ZAD
zRgbz;%Dcs|v)wzokO}TU<KK6S%4m_vPG3?zp>cFgqKvkkU-c_$TUu0=5Oj@u?g%(O
zp!hHQFBxIa7<3ZS*6*{}e9$4xB`L&<KBG?x*++FQVnD_>RyQ1b*YTeqMX_vnfZ&<(
zjyeoSrMA}H_AdZ7_3g%QX~GX?-a~^jT}3`%N`!-6qy)-HxKd7$5^b(6_Em1T+NPgj
zMJ}+XiU>$0D-;bcG$;_L3QdSRj(DTV-0i7S`LR*t)6m^hFq)>ziB@W)(}ie}8JUSL
zLsUTQCA7B+bRuJcX-jTk2LJ^gA^bwoxf9FFr<hltwbfwKrBLB1h)%HF*|I9Kqe5al
zWWD9GTy3XSC1Y3%ZabuqPNG47)Gep{Mp0?ZQdnx@iDJK5tX5kXeq&EmS%XQ4>Vl55
z5tvd`l`RP&4}^sj^se8vuC*<X4|Jx|vZiNqR)EyR>{730wrbC|hY|_YJj^I(p&GDA
z1o>ZPI8$6}w7r|)wJUH_@jg1u9Z3sRs)-ADy4p!sfx_ErWh+R`g0Bf6U+GTOR~{AF
zD!xBSNQP?ZJ2d@x3vILB@dPpoDhLz%H=ROXQ(&bkK><kw5HBN_Z@`mc&})>*B3xUd
zn-1oWAt&5idfYhkV)<YwfRP!-2Yjnh?~WSV9^4gA9`;>PDq0rDBCZuFYQmCytG)za
zkO>L}LZVWlK^jN{7*OG*@D<GZcQ8CCaycwbGitP+S<orfauT&Ah0&zcZG<-S`0~Vs
zxj=n>K_$ep8*x}ejj2+@lr(_vifTQ5Nz@qSC4QQc3W`vtZ(B{`qnscWCm`UJkT)0u
zk67U}tnd!h*6^j0+f+?<hlI7Ba}dQ1eKP?@1gT}TUcpm39C$Tv5UAt*oTuX?p;bIV
zU7zBPlq6*iJ;ZorTfrm50#KDG0WbgpZHr5}BzftkFqH$YzesHK&$zdr$AA3h=sJ!P
z_Q><OfY#u7Ylu$S{{VAsNpq;cCse;&4C8M7Y7)xlQUO+RTw&D$dZn6WUBIrm7$AOG
z<69U9uiB1A%$Z+8#Uhg%Yz>B8z{g|Pee~M*h~!qjzu~ht>!*-Dyu-7VAn6D})av85
ziH+`g5w;&UNFJvHZrx5kex3fCZryVWm@>I(LPg641bU32P=!ryB$pK1YyG0NGPQ*z
zE)cXJDM-S0INxp@7moP!B!A{Re?P;B>EacBb-ij+^OI4(E$I4k2Bhkeag6RWr#*gq
z?(64d0~zWmn>LwCl?}F`9a5q_aJC6`L{3I3920L7Y&f);=%j<`iD2}lI?GNk2~ycZ
zi%94ev;`2H<6ue0at8b*Di7x)IVWzpIr(<}UYX$1Tj4E)gV7*%-vA7D_<Vj`B&NTz
zkFI~r{WI4eOz<n-Bu1tNg7E_4`))Lijv9%|nKE*TJj`6$*ElDh{{T^)w;P|QPWkJ%
z@f;%Ny?~>g&OrS89+^L`+#OGlR7lC|*Xf^JV0YW;*MxOJ@B*-Q9-mK`KgR=zv;(e&
zKhk|*$iuLns5(g_;(rbE_+zJUk4_MEN5R&1?|={T&!`9a?Vc3#UfD+{eZ6s>zaNJG
z03EnM)St;CbAgl7A1$$-$9~)<oisDh!T5_Ex50>)<2}N!3H~Qg4(G$?Ig_0F^5)|m
zaC@Ae)_gqLQuMl}&-l^~-7=kt>$g$!869!Qw;vhr{{Zc&c%37BczowE7{>VJ)y6>B
z?Y~X_ym)h>J>*VogM=+Wqqn%~QsOX1dTJZzuYIw@6eJBbj<=7o>oPE-U1Oh?{{SoA
z*2Ciw>@5le<S8lydV`USci45<5yQP5(Bn<4C}C(x$Qd5+&Penp)1lmC;Bd&qQC5SV
zxb2R)`T7p$>%R`Q5o>x289TNL4tjg1-2@zuyNvvI>Cq5L9$WrjdRtsR41qBjZM?vf
zzom$=nB7IMP6nbtJ-5a&(<G#fjkdyijP1at+$#ZHFmOQh7#r*|ar4Kh-vE4<M#(~n
z+hCGG&f|Ue!S(bVxDwP!sw9Tgk-qBaH|f5|xz9}R*KPt68j0$4({a)+KQk(BbOTKR
z6QME=qVpt})20e;1!XZXay2hvdSnmiK+f6e!f~U8l5kFboxjtjbKLNMS3{4jwu*sM
zStO+A-XLeW++%zJ)1byU0@Xa~$yPJp`R{?#Kdf-vra>NaBh!)6Hs@>?n~s}A$RN$N
zI@)Jr7#_>%^1vGr@fh#$`u6~Djyji#9dJ$vBYpGJ>$gq426~T+Oo&@aF1(}MYD!1Q
zVL9uNH{Y+RCP;w^2R=wW@}i}0jq(rl>%Ym_lR8Q0FSj@*{#t2*0DxdlpZjfnWR9eb
z@SF-6{{RusZsX<tyAJ2J-dl<XOKUshKJfztcj$T?=NQQ0R+KV?;kMA8hXEjCr>6US
z2|u42mGAd<?Tz|+f$Db8T#no!UrY7=gI_#25J&<HP2d=UCu#NCEri#wN^lGyfwxjJ
zeKEh}dVM(VDNm3!5HbdGPhsDG#1F^62f;}P?yEh9aC6k3$2j!-IQU&TILPaalm313
zKbY)=XQjGprLX+7*Gwb=MWzIa+}Lf-`ip^S+>sQJH(Kxp{^;s9_35_TgVVoG1SX#u
zBodOZnz6peKJEzg{{S(-?MJyk9r3sF{+x3p_So;#j@^6XZu$PWOvLVQ`tEHSYCkiD
zBu-O)aBMW(@|}d^nqx;t-DLo8)B<{AsrY|hHb8BxgbW3cPBD)7`VUUsxWyfY=O=P9
zPJTJ*)OO>NmXr*r{D*V${bSVdl1-$U+V{h3Y)_ybArWc3$2gM{HaPBAgRsxXKkLWB
z;Osvh0T}>v01Wp%zFTk5_4s^v*V+~T0CD;M0QOuiMRNI!6Xs2Zwx17E&hge~0@mgR
zR6>4P$?4mv$HS)_6#8&<f=_IXy8QFgrvVh<+-FvCl6UFTez_esJ@N44O=r+>@PIYH
z({JWHuuhjB7`38gN#D$QjCU(p&Qy2mGlBRGzb-XWjtL~3WbfCfuh4KljY6+nbr`gZ
zdXH4D)uy-_hfAYV<y7i2-c|xyjRq4h$$i7w4YZ|apvmF)<`;x-6kMt0{C;V3ACP?2
zvg`>mVnapCU$biPAtqHp)H4B@4Z9dihN;gjEkyRn@zWv22H8^8w-o9)rwgN~r=zRl
zJU)`HtmUMosjQ}AqNQ48r)Ad=<H|7sEu}=n0c<!S)dHk8wIM$Gn?i~}wyFSuw&Ow4
zBYN_(02wD8GIO4t$v;nqH{g99t<IkeoYk~>;r`D#<y_@O=WEKKU6c!7mv<#X+^i-8
zl~=9Hx+P&y+Myc7GN|I|t8K}w$$pgTv@J+&rrj0IY5p+$8C#sY@kz_BL{w@N$Q8$C
zGj?+$l+|kg0553ewj&~*^;w&ap9<Yml_zQhQeTlF<)%bOT!fTNX@{Hji}pKxsvM;I
zLOB^*=1()|t#Wt7pDpW9Y;I*ztXkb>6`56U_G42m+qT-bq*NrpiAt`piLA_`R2!)-
z4N{vq2$=jwVY$c5{{Y%o+CLKPr(-KBSnNLs?dM?X6rK;-%G7q0v0cL|>lNM7(=|m$
z!)w<{@O^Y{F~t`0%`IDuA#`m8wN^W>!%=tKTAg&&d`^>&wVJ1dvq{5$65GXsg5iE@
z8FAWGGAdI0Ot!UmXi<j-X2+WjT63SC9x87-ou$f;3*6bJ)~YhlC~n+#rCOZTeGWyF
zAT3j*Q{YjfOAW^j#)%@f;^e8=(c(Dk&a}$eOX9)5d3kqNY|diZ^}9;<qf1z?Th;n|
z^xC``FQqa`kqz{vXiKPh4>sTmX~x_`jjd=<QT-xq+l!JaWzJx^a$2v{Bcw)^a#ti#
zDYD@Z*&(9if-7-~+s=m*l{ns@mlTkoJbwM4T=DSZK>KX0Tb{o~wt2nDI^Qm-mksFL
z8Sc!XRW6z}67Gu*g+4<IT`EN}RqA{ijb15Bja7miroLAl=bKlAdjtTTKw`i4{lgmK
zoNA7P+4m0MoH-qf;+%O*aE>v=dr8_C>U%#=__}H;s_N%yXbP&@Tg)>=)jb(SQ9)Ho
z(J61F?MDgXoNd;r>S}nCl~na~)a(3h6C5sqx{BA@VfLDBETzO{D{aI-R^eKjLeyDo
zT*KZ-{g-|=d`4Nc&SG+>l(B2JMPM)XZOJP9u&J<RmYnirAuY?f5izHtxC?S)y%o7E
zEh=rsQncye<C*qCa|4%k>QxKG?}^_Do*1UqY0_%+`fo7#vrl^9nMr{9BhH-`mle41
zmc(~mZLsV0nC(94Q%tzEvmiAyZx6Og=%CW)+x&vDD3%R}5X*WcAD32)N;MJ+3Ibi2
z`soz-@FT0rWuW}03u;%Eg5#J-$CJ+-oZG)S?a$knoL7%AX-!4B6-q?Nb=!cmJxQd~
zqQgTi2@gIO5yi6NgAvf$Q>jWy6ywf0$Ey1?_Lc3w+Sh2fjTJ*ZpX>)`DQKT~S8)Cg
zc=sG)rN<gi52L9S+)Af~(zv$E?>M*Vp6`2ww$mvJ3q~htJ14^XF+|N%wW;D2Pt*q4
zqeG4%1(21Oo%}&%j`O-#bcH3Bl#klUSO5d-1Hwm!uL#~ACtUpfuzXVT+r(S8oNJ!W
ziC?SOyt<ppS$8}r6zTHXw5C_?i=MersMBP<77FXsn`Ov|Ta#fmG$-0tAlE$p+Mf|z
z#_>UB^4FC9B<gn0hr4#kyY9Q*o5?#e*`U<!s>K}vR`rKQtePD%Oj&gqEyZeDAk>)E
z4rHUL4h9@=&u=X`zgtzE6P292Ynpt;ZR(v?Y`PCED7OTtN}pPgJ*7#Img(tPRA%Ew
z^U&&2qTiSa8dfb!k=%>%@mRE@+B|^pO=)sk)srQ<gZGa<E9PBlt1-qIW!lw7n8<-K
zQq-1*mce>Mao9>D$3j|86_wg=VLiHcv|Mkrylqt;)_C_CL;M?o{{VPY_IrWwUd?cH
zQ`Ay7#rTsiQ7)YvSq;@T?E@SKgsozsr)nx4X>2m$wzxNGyDB(;4xw5pcr`x^Emqc4
zJHy=KJWjr>xXbFGqg^;<Mu|@};C;&al!P|wTVyFKaUvjil4HeEd6R5k*7VM6&}{Bw
zQf=FwrE*q=wQ}C?xMx)=7bOCHBbMz$m010i2@qv2WmcB#`h@ppvm$fhO{KS=mj*S>
zRc_Oj&8i<d=TT@aPPpZGgyn=MDAc(kN*jX;)l}MTCgY<$AW4#$6xXhqF=bPTRG6>2
z({G~1Abpg6Fu9z=O7RWjVy{7h=t|zR`4?|RwV}oYg1F+imZ45`00LCEJ)uN(T8ZGv
z-}yhj73DO!H6CE|=1s)szU9c}^3$`|CmMY9rP@&nSir_y)CNYZ07tv<P66$Xzq6b+
zhqQgO;oX?x+#-qUZXEAq*=vn(_lt{4Y3exrCulf36+B9&ij2C$NT=d7v`VN9)jLe#
zXrX+ab$?=MxUE%R3*fapQjWRi-KuMgsZ>=62te;!;jeJ|=USv?_kvtkc}(-czVW2G
zjPj2Bq~~=bmhs!BJ!g1!roclfZP$5e35yHOQWSNUSr1m4e5X2;wXacGQcqC6BuqaP
ze3_C`YZBs80@R&PHCUn4*g#TuDN7SssJIZUgQA>Oj2$>9it@g`!A@t;ko2BLc(|)N
z5~Z#+1DclK?O6IS3v3#^H>wV&0BBQ*r=Sz>5R;rmE065|0Q*5XG}G?fo*L|55LB3s
z>osm$-!;lLdPH`?E742+qUXHgPC#mgg(XP<B<BT3XML}5G#cOjsjl|Cp-Cr%E3h4v
zrg7wve2%BIotbShsm;WYt%6i!6Z^}twdc4UmQMzdVyt$Li#if*0HE;BCZp0Rh}1|o
z#rZ<!=ZC9-EG7>$>{LA@hS`r&t;D51wWtCcOEqP~TGU3vKv*X!2VyuCUgSS7@AxW|
zntdju+v&@7S|ic?!>e$#%Y>yi_U9=sd8j?X8RN|~yX%rxY_-z4@8O%oZzJk$sieq$
zr$(<=sIiE`T`HQ*LLEWo&g%0UrQ{6hK{x_K^7EWt2Pvj4LzliFDmJXAG~uY1?fqoc
z!?+*2cAp{IRJ~bGz7opXT8@yVecm%Thqnrj&7r0{LF~WU)kS7v+NyXzVkqi3dfWjp
z8+L=WoNAnAxI%xtUQ*!1fC;xv*d%d6T;biS?0Zc>P-?r6IMqr)*D`82RSSkWnq&<*
z;$Qfa@DqO2Z4075F4|4dXH#Z37K-wtL8~R=(Ntj5(jI0Uk{(I{!lSr;@=$tlNAo-w
zc*}=9FlG2!=Ibq~^suUnbgF#V4C`KjA;+oJIe3ncLe$_%Qc>?{>~DV5@sV!Z(ZQqm
zf~Z&GgaE=WhyMVzQPu(mk?qwwQ?)V*K}f{#pmTx=$a`qNXqAN(roV37Ry9y#5)&DU
z?G^k41!_vXn#&3$Lj)F6gSJi%EO3u+-JIepN^3hG?N@*WoS}SM*~e&IY-kcxcqKm=
zQb!`Bgp1}P(;aWKz9~wQS>s)i;t(XJkF@+TD%xOIJ46W_fh5I-JfTYaD!gsE?Ufbs
zcCHYo9(?LserttmQt+1b1(h7^6qKIW>%o0D!}mP-RZC*sx;Yii)+!A@Dd|qrxqWig
zVX13)r7j{|7!S0hsiZZGDB}ki9D5_9eWCspX2)#TtIDLh;dChsFuJ=9rL~lW7f~K0
zoi3znYzRTZ3Cc1+FV&Iaf5G+p<Tq~flEG?Y_|XcvQU1%$)Sy3hBit=g*0uEjHW!jM
zC%>=ozB56`DaB6@b@v(u3SXkFpm`)nhbef4H7!eWLHF8Bi>5?R8COSBK;dqs4TUIb
z+w4>}p=EeorghfUu{l<H<H6PE;lrOi%uNydN0WTYoWw&>645TquF{-o<t{o9g||?J
z8GDADIRJo?4&^{_-5(9y=jByeC1aR;v%4r1hEpMGnKp?~TxMMIRvRlV$6iQYoCJbF
z!iWjU<Mf%0LbmGA(Jq-TpH+nVL1tAxTzS!)NdSV|(cO8af(XG$AdSX&CaQA2jZ<Y!
zy%IXvCsv737?Rd-Mni5OditN^#;CZ9$Ij(9<zhrzNt@i%1_&@M7TCw@kIqUH^jhsk
z9UcPPexo*II4wq0N0@a=enV}jks>=FmfI^@$si>uB<v3phng^LS_)OJfkc}+oXiPn
zT4>N6e5KaQteBHhlsYA}q$Sq;#U%ksNh{T!J%-<Y8m+pmK5?d6HjA}I#&I#FId9UN
zlpMjrnUG@zp}>FLlHyaZ1gHU#Kt3b9A#<LKcvh<^<R>!jx^(xJ>77QkVb<7bh7sgP
z1^a%lP>@s_XnA;m(%V9k00(5bAixrNYAs=7ZD+`iV|2w)N55&Xf?Sf#YBJ@q9o-F6
z-;$Qlq^U`5!wkMdi3<0?)Pc4RRl3d<{{Ut_!c#6wL)`&Fr$?564maLx5R7&2r#;Si
zc51x3Zr)^@lb2V$s`7zSnYiq$?wGcYPPBVvR)Ez!V1e%@a@ruIh597KZeOiIpW2j`
zoXA0I_Pr%?0+pNvMog0+A9U&kq?C|#<DoK$*I2k4ThCaN@rcyHIx7|g(hF0qoU0h}
zpMw=d;0=<}nO>}Q0Bw$)I2xLLzbi_j78W#+l`%c{GC}nArH#QS-2ec34(BW7^)gBd
z(Au160Ix99{MHIpx(Rf)w(zZhI>;noV+RFJa@LYaLrJ5!=S3w^8EMRIxzo5&01<#X
z?03frkjNnU+}lZyJL{z2z$b0!iziCtfusb4ywJfNz39t0_?0N{@Z6eZzJ?ij<VbZs
zTWeZUw$SDjl#&9L9A_is-%*?noG8`H`BBIBc3VPmx3f=~9CyJ9Wz+yqP*MRI8|{!=
zQMK+A#&M|a)YhesEa<4cBovXAZ7J7>Plox<{3u9{hB@EoxxY)tJQ!?X(_fDT7(;I=
zQpAS=%VZ(2bf+l}5<=ZO5CP9~jtvqYU;wx;pNmS2Z~@;QYpkg3bAkaq4i8hv@ajxD
z8(UQr80{9+(&DwKka9^YiLV=JL2XF{W2qXrGDETwy(^BS05uP2g`A%I>T3Xz+azF(
zi98`q#14i(Dd*07?_yyrX2xWHcw(Z~{pr#k+ao^oRLDukz@EAE3gBy2t_Xg7CJyH_
zm|R5zp1GFGSn2Q{z4E_GqB=6LgeziClBUuzfIuj5(oQq~0B7<9obk=tbv8&Tad9$E
zFyMTZZ?OtgK#XH^scGBco)}X$i_VkeMYXq69Q472a|Ya+a|*3Zc;o<xbw)|la!3hc
zMsu8>%isknjJ-IIDoDu+)R_x(9gYw0l=6N<9rL*3tjiXOP%85vQ(V9xDNaBHgT6+m
zlDzcya1KEj&k5&wPZz8xkFcYFl|XVs3h9%jP@EX|eH0FTFh>r^NC$bi>99XtjqqUU
z6sfrY&Us16AT5|{#>b+BR4@MkU-{>J=MCjz)2vX~Q_a_|$jL!S4gTAlp`}Yo0118P
za0YRlWN82qzZt`Fs%%Y;(ak4y3+sa(n>h~^2a;TzQdkO7`B%%*rxtY#s?nqqr9SF$
zxWG_Z$m_WrJV}PNq$OoVBV?m}BReZfM!*~l?Z18#o*nJKXyiX6q&qeoHeKZ>Etjrw
zb(J4B&!X<jZMO5W8$ybLoM{?x5>5($4~uk2%n%uls<QUN+i^b5Pp^>?*JP`56{*Lg
zsUsoAK|6Jgs#{0;6Q}x8KOt{`#~9*O-Yn_kQ5^m4fRn#0S1s90T?XW<(w34F8e+>i
z+?cPVKOI@`mK|?@T#SRT$`rE9klt{Y#(+j}6qBhZC%FKp8=RfKFE5Cy3$W_6TZG3;
zNuL>Xxjs~Mu!i4*``E={2u`P7j`OJ0y-q1Ha-}GYi2EJ#+M8NV3KW%$ory^Y85rAa
z5s|jsbM;MkZn)lpWO9Sz7u*Sn=yBCiJ>M|Xl1YFSXgQJsRcYLUZ_gFU_L$iYBArjZ
zpfc)SOn9{yR~;ZYU!lB;eL+RSl?0PVsl|5-1uAZuPT>O;$;(UjnkFhsYp+zL)M)Z;
zy1Q+F*PTzP!*(OhmB(e(w(AE>xNe2Ew%uh5NK#u<YQG;8R-{|UlvNcx%4H&w^HZH{
zq$s&eoXgazqh~t?gc^e6xClA+RFVlwPZXUd_~j2P1Jt?&yxn%a1;sNZXpGxTCSya(
zT3?d-6oe_Yg@TrwmQtWnbgw*c98D;0vZ9y!x$4&{6e^fgSx^v%f)MgtaaK!x^F_!c
zB&lSbCmz4q-X+AF;f=dX#@peP$Zb>=tvZnJc&1n0)40n;D^PT>>RKvnC3zXkm?YtQ
zOtGo8duiGgKG}murPTd~Jwm9lBip4?p}yRv;Vw(-OO7)lN+P={Ne#C1u{5m<At`M&
zaoXM*>=qPiY$|nJBx09Ls?|K_9nvxt0u;tk9V#Ro%`p(MoGC-A5p;8&{JXr!?afsV
zn&BW*=;d*NXp%HNFe}=e7}$X8OsI5Z4Y)*8?RtenOQ~sVN|(Ez;VM4yQr%Gi@0~;v
ztn?d<(?<@d2R&VTv<(#nein+MK}wh;I{biCqdBr9j!PPgukn#owJj8B;`PNT4sk9d
z!WHf%Eu*<$m1RO32|^N9GNm8{WwsoOpEzEN=R@V~yG*m9Iy8G@QCXK;c^C;EWS5fY
zY?P09D9Tz%${z;=G&NyauDtC=t1fLyV}V6-CA{pXRDSRU$5f((j+g``I{*O34(&e7
zfe{TkC24th&y>-^F|opzf~68N4m6KZjtOhUwi;UvHkQzp6ojM!(3FGMJqQGx{{Y<g
z#mZOdSaU5UI0`YD=K)iTgB~Xrnblq_Rg_JjX_-|`S5VP4uaze$DW_~DwwnScD@X}#
z2gwphgC`9|9zT@w0+Mo<QRZwE5(>b<Jpjo76R{+9;_bf9>!i0)uG=mz+?h;y#?z2;
z^cUHX%0^D=EXt@5Fme!2Ku;BEX7ZDmcMY3&-xjJBQK8Zzrd7)d3`w$IhfRSfzU+yw
ze$P}!fGigoZHZ<=nksSBw$S&bhl0Do6pn3M>+^iJ<w=Umi7N8a6ELol=0@9jbrRx=
zfdr#gGBd>0RVn;sE68yw6!lG^+=?W&UC7$QfR79%)tyKwOwOYe>1m3%ZFMq`q=%_o
zQ+dFL3n5P+po4tNVH*MzVhF|fEkJktantZ4wm+AkC!7PgBm>j7arkToJ~;H_Wojhn
zJ0GS7J}1|H<3C;jNKpvJazM!#7$4WK$m6daW;i?$)ntUBLnEQ@*ml^RzGq?Uz<VZ{
zOStbU1s1OShH14LlQHHw3C7!!8&<p_ryWa;pt#~t+SH`030WWoY2cQ#BMUp7vH&^j
zx!=@!{#iXsZJME`T+|woSW02lsq$PUK_9znQ)+iolyIMOP%2hJbCZ$4fD5S122`yQ
z4unW52c%opaK|%uZe=7ZBC?UFR#OCZ1`aKv-?D9sVj>~i(IQhB2ufD76+&EqH`OXy
zOo!wzKJhLnjYr)=Mga3o;;xXMSNQIzSCFEH;d5?*cA?aTA*~ZCG%LNuAxa4;K~+`2
zc1XZkz}3g6N2@eAbQt#p%A^?dX%M2!W}@tbCNu0yWe-MFb%h^2QV`+{cG(U(`BGBS
zR;2)Z)%~RR1)F#Coyz^IR*dBE#V!?6nW+BLiu4#B#JY_|wnK=erN(1Z+F}&<n5!Qx
zOL7Y-NJzEY2dQcJa}A~DTYb8QUS)t%mE=j1u!Mk8n*o@JCIFL&I|EN!RmEyuafjTc
zc9H6L>Qt4fu;P*ugclVlQh+4o5<*0f1@V9U%jU(I%6f2>bJUP(G9!CMHs6AzNUPKm
zQ>nF~gfC2J>No~mwKE(HfVHRuE6hKP3xbKw?tI@D{j9^yNW2-hQj2yX#ZmU=(rC~r
zb7aY#9kyfnE|`mPwKj#NCDZ0Q6xmA5>-@^*Uo|4MYSlwPqrAjsrOkO#C06bSlF|^b
zEiNhAgyQ;=qRLc|z->dyj<VLi4DB9UNLUf!!Fn`xfT@aGgwK+q5_Q#TXizLRt<)ey
zQk@}0EySbDXmAz1pyQpXc(R5Wq@ZQQsVpQ164Hc(xmQ}G9L|)LMLjY^1r)0>0eJM@
zAK8x0b}F1yIa5(t#Ht!oYp7W*Dda4nN@j<LrOyi?X-w7CtjPgM%0Fg$S(0>8qC|A3
z+S3Y|4pT!aE!3Nih8&HlLrUE$C>TPQzBL@}#G$geFp1&1rO@+lB&jYnMu_`vCmSgS
zp(TZobC66{6^?<|lr^=(Q6`OV+mX`|)+5wsp}ZnHXhLJfP7cA8E6Zpg9BKESRz{)$
z&j^;Cs6~*e5FLJ;=}{^6C!U9;Ad)nBD@uY!00Aec1d^eiI!0bn8*L6A@kvTTl!TVj
zwFr_DqOu41N{Qz(0OIN!LY;BOP+CIVQjprz98wZUIaIKQ(4`3`LO>RPbu-~sJv}WU
zhN-bp9kl6blrY*`Z6II-B`E+5c1Qqkz!dUslW{sCE`=Im-6~0Kahq`g3fPxCz*3g?
z1w~j$7|wRgUAC_7X(iMM7hPSri2LqNcur^pkaQ&z+mo$B00g81gYOiB!@Qpre8uJM
zGGd_7=(n5H=`^M)?n$Sn3^*pKQHcUNXVl;-Fie%IQWV@a8j~Rn5c`a_)>dR)YYnF}
zq@YLxG#l6m9`TvvN!t;%MNsO3T25s|*z5q3RBQxTD5?)z3@W*e$<Ge_l(K3!r!$$O
z(5VsIP<hbf(BG&`aVk<Nbcl5K7@Jd{DMYr+SgBL4WlJHp(zg>!Ro@mgHZN+WQpn`J
zl@i%X%z8|E=j}<g_8_oShNM&~&D9HW<w{8pIR+wC770E;ktM*lmvCI%vTbh?^~z+9
zZ}J+gUUmhp#L7+8Wb=aHq0*ruRJWLsN~h53@LQnAui-6Al%=<>L{-NwO>qb<rZLw(
z&R-98wq+(gf5ay$S!O?)4EhC~%-9QgQW}ni(9NkiiqxVD;pJo?`7OMl5~QhIRz+tG
zQuDIyJ8Dz{yrHFB4N8)dU|TQ5;>(nrLm^AZebk5n8T-_TA|M4Q1FR5}6KN(y9+%>8
zmRFSqRjqaMwxLOEGKj9$Eo-(zZn*p%4l^mZGij1rMyU)TNN3GcMBxsoG*qBV%FBz9
z6dI_jRj>YK)7&k%$|Fj$X%b+^ZO7YLDqSw%Q_r}RwvZhW2B2Ih2-l;DK;PMUYE>!G
zCt3b7xjz!8P>dwIK<2ftd-Ad9FRcY?gyl}53atU>m~&GvJOgYcNh;T*jHN3dWY3G3
z?W#qV*C~0o45cnJE0%oTvns+%N=Q>{WtzPD9EBC<NJwb=<OA-hDmJsFN=lnr93TJ`
zGAzZnNHAthdB-DAw6vt9#@uZxQ7Q*A0XC0%&;T2LM-F`|`SAY$T0?)cIpsix^1?z`
zxu`Yz9u{$*GC_+ily}`qz}q;^L)mO{)-A$l^Xb=xp;osl^4AV6YJ*x#<|MqzOOHim
z)W^`=meQ3eX_4ij0Xi11G@-RK{t`aOUlAP3=JZ-uh${x@<qs@v#j{bmYPDwKGcw^|
zIKM7~X-Q$}u&NU0siij}p&f6-rN!4J^)2;7i7(R4Z@}*@CEK=r2F6o%JwC-tOwj4k
z>CDQew-Kmr#7uRzmm^3jS#-#DQlvW~M4fL)Q_i@zIF6}xYow_Z$RY6BgDL<8cb1HS
z!<5DDt4smBF{ao<td~hrGbF4VfQxEUBu$_Tgx_&AQF!u_r9-Zwmuxdoxm!#Yq`qOa
znXfXXsX+e#)mu)secT0kV1<Q`cxh2Xy+p0k2u(_lRi_=!Ccu>&-5dV^+cb^7Ss20T
z#rM<v5mVw<({WU<SrR2M%W>kfOs9w~r2$22Q|fv7N_9%eN)i%;pcVb{zjep0cxbok
z?6%tLQ<?ITK`M<FLR5AdiU?%y+-k<(iNb|gqF`6%HCae=HbSc@S!X1q5}45Wf@ch@
z42PDga06Z#0$^B7X1~2Zm9gg#Eg<7i1fBL69{@V<jC%Z!9a600boU^quK3&6r%$ie
z_UoPrZR(DtrlmxZv)-X>ut~`z<<_5Z&5n8`=Q+lBX=?ufXY_Y`#YBs0y_}F@&8t%!
z+yDSamX?CL5D3$rG}9KC5vH9r>UsH_Mk>kre6;#vqZ(LH85rLH6OwQN$<7JuxIa_C
zfWL-!J--dU13PcizWiAQPrw~%kms{Qsx#<dR;iPb+XNz0O~@c`fLFf$xh>64!3QuR
z6$rAVw}LR5g(X<P$KHM%myy2YDJ|f7ZNh+)BU9FQi93m%B6hwL5S%C;<MIAJoALDH
z<~}2dGgI)D&FXkkqrs+C0LjxDYMOYYf9Sa^v;p`PjAV_;95+=?Nb_2b6lU2ql>~KE
zMw*&FI80YwUI%hgKOMMO0Bfn|JB#gbclC{dhMhqpuH8<13}d&abNqNOdBl}$M%fw1
zT;sk@aC3u!j-x$zJ*&_z3Vu^IhgpV3b$eAdV*qJ5BU6nfI34nKI62@fi#qFRDqGZf
z@$lLm(IPYLFUxhbxYCML*&r>oB}pe43i|MnWE&a&LUla$kzh^?6bT?>1P-HMkPd&u
zK<+ld$6ztJ$f#jbUJZgyNF*MEalSKv26MIuAa?3b?0Hc?>rE}ZsYy<tMx~=pv<&|M
zjlF2rkGznysYwAzC2elOQ)o->B>9eD<4Gkb$iN_+4Cg0djNs&s6ecu)W_-YnP0rms
zx50&67~(rAK-i4x*b+~!Ml<^9o(<3d$K|(Q<~QGej{zG=7})jBe*^Hx%RA$NXdN&P
z-8cCGpMdxroc#D*4!Yd=_(13UfsRK8I}hvqe_p>nHU}9S?VkAUzie&Pe-pPF@%Pg`
z{{S7ne!mR<TrPqI{W(XcmV;ptgB<}F>$byj)7NkZt}=QbnB$;P9nbOG<^G&<NCa)G
zp%}nF90QCG%RFoWJ@5x^=NoQ8_3Aop!bjPHZx_-eU!m0C$5foFx!-P?+>yV}JN$UI
zK3UptP<el9(^TYSx{5qm54N|1E+S0iDr|%-JeI&x9ersesDti}SvcacEIJylOVZb&
zX)YqATc<^JDFo&^q@hxkjPyigy0e{t1e^ePxUm~b5`?EpP?Vu5005My0V5l10Kng%
z{B}4~ME9-|WMync^@4dBfSyw%?-;@3Zv^)ZM9EUfn7DwQh@XF4a<}3?7OL7LwwEdO
z2BcEzC6`)|fevyO!>{3&91B!80w**8*~qP^V`IW%rA4SyW=e%JGwnSQ_gQeMw*pCN
z#kQp(MLJf6DFmfy%2Y5xBREm6DBmM}hTG#lm;<ltx#0HXY3Xq&*8?s(7dkKO>VZRx
zAM~vuEyr<c!5Cba3xh36Bq?sZ`QHaRN=Zt`B?$ErN5oISLB={(m9{_x6dd;;_*IoE
z+6)}AeaZ7_Tx$e{40Y@9^&bP*`0yE8)Av-Njfe_R+XQXD{3;_I!6Uf^dOfMY0^M7K
zx119H0H)u)OPTnM!RT|wii(B*0KAP6!h4vlHgYlDgtT|S$;i(8jrev|a`}u$ogB#X
zAE7^<63}E5t|XT;8dj05z!oFO1bH%j;IDND_iy7-G1le*SU>?EinbhEPO#8hWlgLp
zq=f}12{|d!Nx<p}$t77N=Y?sf#8JxOAtL|~%hD0B3C=@~ypUCbNyk!f0Knkg+I>27
zA2>HH5~<BJi8^0t*B^taEwd;EM{Fp>QAAe(aVqj0h(K6sL!34WZ<O9A<*3p$pDpha
z0u&%96(>ubEh0z)(<1wvHEza2vP^UixzeW-l67S6rGN%TFbBGjI+CJZxXmDyge(z^
z4Pc}dDJkD52Luzkchpi+cEMjgPliStkorzCL$OhSayANXLdu5fIr7u@M#QTCf~f&4
z!g=J$VS0SC<$)m%`_8nIG_91jN=nXucuo?cGBKFnC%AZR-8ugNV!nNK#I(cyA%So4
zn%p1XPM5!s!h2c}2<S$389V1V$sNi0b@byv{{US>zS#8m=k?cs{AV2AI?<DJGtPX^
z-={nZ^N@XgHy`KUkD!Gdpp4+;cl<v<ZNN@Gg%q5FgTa6SaFR{5I(pb(SXs}#{5$<W
zTXFQPcF#}H{=Z(i;}Wf7Y;+xWIrxs<I``O)Gzll+^UvkMfMquz0yZc5d_Fk(7Djq}
zJ|4e6$Bl!7J;%q5No*Vv0UI9Qj~azGf5b=6{Wvhb6MUy@!T8AK{V~`m9^>kG+bG|1
zaq`FUIQ?zM3?s6}M_=WE{=8sHRnb8GKhJ{zfIZ_INYhQo{!o2!(5w%M_<pwU-@i^a
z&PQ*78-86sEc|<M%%cGJJ7c!rtntsM1{7Z5N9=NdK3~X3>-hfwPt0+)rF#CqUtT#S
zWBgx_ui?}4{zvIp9R^R&^gkoPfJ{P!o`S?%ou}dDj)h7;Beza9Dg&w9{<r;ocHfaw
zmD4{==ioTdkT)tBKQeaPd;^b7_%IJaI}LW}9(Lt?b}Iwp*YWN6`i?XzQ9Et$AFt)d
zJ!l=t_+uIR{y*1_Wn`R<fapJ|@A~xM!o+DLj%5D;KZqR0I}%mYjkDJSjZ~zLhgZmL
z_22n%$dxN{N%)?gpCQLJC;`}>-TU?1{WvgkymTI&H0mQA6tjcS51!}Y`X7%0%Y+fQ
z1Fkdk-}-T)m5t8lraxUc4z-@Af6Mjy--8Fk>!f^5wJ{$YZz@ScYB}lKug@pH%i)95
zhWcB|TZ>YU-cdg=PThTdI}goAQ-2MpWMu3=U+K2_>%uBSzVRUR{d#phKAGUaH2eJT
z@xBAT?&p8?_zz#7ZTp@8t<k;@Oy|^}k6eDb@vH9t06*w4_-*Noo(f)gj{W{WUA;SF
zzg_Xcg~MsgS!GfwF+o1*l_5htcWty2^bP^>C$9Kv!-zMXs8*wc0{dtHa6xyM_bX#{
zZH;P2Ufbk>ju&_0)Vk9E=M6w?C${c7;?6xf<MKO>8l_1@d)mr!Lj0xyyo=6gQp;_(
zVq9)5We5sefhkIqTR<yN*aC1kFk+#(trSH~P_{9U@dE(wzDC`1(Bp32qmFZkMOLbU
zFjG0yAAtb@Ssf2SoNb<i2Z>=yvV1l33F4Qz`DoTBI^k^6s+C6UAmiB~QBw}(6xy7J
z3jY9f-;pID+#LxzfZ@-o_)DkNeCo|9xw6=v>yL@_iS5)QKI-td9BpB8+E`XXfNLWM
zAY+3DEBy%s;0?O$GoRP+92qjhnA9?!;P>Ct8~S{~$lHlMRPe!9fVFuQ84MB8x`Y*j
z)PbqS)RK|7=+VyPd=YcGJ9|>K6vB&9N=g3!s!2#vfYdTul9mWNYynpI>(he=*YD3<
zPEWI9ZAmq2{i9HxrsLH4aA7uPK3IhKmvl^Z`0ST-GU}Uv2bj`A&V=OqyfT(YjxQD#
z#l>;42b~u@`1Hzc-6kY!g{oD;gg;G%Ip_*;+RZ*>rxP9anOByl@ZwSBuP9Q1e*VwO
zJyM4M05jjIQ=Wi-YgsL{A3z%2V%O%~NTsz6kCvDk)<TBCD#+NH;Ibjgu5%7$1%w~k
z7Xy>%(VAE(S(9I>$E30f6@oQ6Jt^FSzDC_lCqKSc`E(feLC79i__MzGOJQ>!=I1Xg
zkx;$p@vf0-&E&OOLaCG*%wbTV#B$@Ob5e*TRTWHfGxJ|fu$BawCNmM8Omivsp&YvL
zBLzXpHjgT9I4D>SE*0x`P^&K>Xd%`qGi)hTL~2Tw3vONtQd~i7DZ)l%)r#B-CAC7K
zM?x8aL8Viu&{7gwK#5F^9u!oRlqo==5z+4CBw&P;0mH3MsmDoaNdTd;5{)ZDL0Yok
znW$l70P6n$cnZ*d@{|$~V2InwHU=lBU#22;26cXvtrs7MyY3@xrD}Gq9=FTd^jxx(
zsnxXti+9hs!$Bl1waKB!FC>pGD%=70S2esn+Z3j1T-v6)%St?%v8mB39Ne;HS(fz4
z(-P|9M1x<u;ZtdIB*;W}*27Vxy5q@V($ZJuFHFXVTg$mxn|UizopdQpxPXF$hL+w^
z;5v#9rm>ZmRgzPT(jVKC%!bk7qM>J{v@+e#bJ&m?X(`Z$WI>%a;h3O|1g%XqOK71*
zKf5kC5C%?@3G$fd(_Q*W0(3EAY#NaN0EWxDoaI8zyRAp5?6Rp2&9km))Of74l$R9i
zvS<|uF#~!5SD2-#vNzOm!+k%ImajBjZTnu>fnBCaWw%<n?|NOWa#Ea(`ckIk)1h7V
z-OF=T@Pdbsmjw!+HH9U})v^|q@#H(eOKwv6^HHrd<E$dy<p(&cOD(##!7=PQymqyu
zC<T9bnAV(wh3Qbrh6I)IHR3OyJfQJ4a@xGJ=Joe#&}{BfP&8ZA`ux?~?9?edx`0@F
z_7ug+r1{?7W4`KyFkO5S?!8JR!jE5HzmWK2(~a5S;*oV(cJ+}~Rkb3GY|L_{N{ddn
zE4DjOsxljti7vt%yuIyTW?|DZN`yy|F_agSrKQybki%9y2G4?(H$bb^DXgVlV}G(Q
z7){7YNH|Itb#mJ1tFI)h33BR5-`<guRmYzQziUs9URzytDkN@ZQ?9Cg6;NUbw>`TB
zNpaLbh~%#|>vdN2heMJaaH&r`;(;V3KoN;wWBtF}@24e(IfcnP7VB*wCPVi9a;I%P
zv9_h5H5z@)t$4u+RJ|nRYDhaMBpC#Q%osRA0<5HhBlmzek!T_g+7o|FSmfUe9O|Vy
zmg%=W%wsXD4p!}oW!dL+BUGAiHsLr3DGDoU&O79Y`8eSNR^<0Mss4KAQS2(qM+kCF
z%SXFuQpiBvNleaGQ>cuR6P&qrWjF~l1A5iMPRsjzc?(r2YWn35GA)-Er!LXiq1T|c
zr4g%KrCbnYl%(Y;EmBIA{{R9>AW7;k+T-Ao?54i#9$}`1T2x2X4wZJ$ZhA8&U}<JE
zGV0FIMJ1M0_Jls_C%C52N|Kid-Qm|q@2K=q%svW{u*6-<I(JD;jna^fg!`l(T5qNA
zh_fD*ez5GgDCMB7tPeTUXx|o60}H__TXgC#Gb>g3h{A@ZnYU8**bJq@M+I|h7abi+
z6{-g|=up`}ON*6h)#6dxK?BT6t5@BRM1b>YP&(9#p;LgBd8;^3tDb)I6UI-AK4jcg
z%eTbExo24R`rmt&bdL_VELxSUQuLQwZan&38t<Xqrl;&-mA_Q4n*8GH&qapJSo$M~
z(aC#{?N*a}Q*5qU&F4E+dGiq%RBKeIuTofPF5}wj*G*Ck<`|2DR&`XImiWSAw(I&(
zWEC!m1cC<80NY%-XG}(E7&n5FK>gyPCgb1Dc^tLH=+m!DK4Z&`2IICDGeH6rN?j_q
zTS+@%(`MHst&$Q-RjM|y6s@o{rR(JIhdY^8TVCGEh?ydKqCIomFy^>vu^*NT7Ohz>
zB1CqaZKCFfQkK()RFs4S@hy23;e(j7xhZSM@jH0Ecyk$;OObO`97VTrQ5<#Dmr7Gj
zy6yVqDjFj+qQcu{rKL!0JnV(7Y6!~@kQ5lVn|1z9TYS7?j|MG5EZ$(u<;^aG9<bz;
zp|4=JnC1NYC7Y5lDRbNI2jRx1qf1Gn$*MT1CNi3p6qMvZkVK>qZaI>#%5Z{>AwgZ^
zgareYMn#C(AtLd(BSJ;74SAPUsMmSJ%~z@H)mInxjVglkj77C(z*^{ZI%?LE-Cb&`
z$6HcdTW)&@WIM7#)K>WkWI|zRQ=*o_US%i_E$&;@3xObRwAQ0M>{iN@tPp?-l1S8@
zWg=c*{sSp@6~$A#SfVz?#aEpsr&6iW`Hf#;x2DQ)y8H1h-eKB2(xE`gwHBeoTxhKm
zp#=kQ)m1zta~g=-jM45cXvRWL2kk0dopaL|PU;~L?7QofPq^4xmF}@eUc8kSNhc0%
z_R^4&gCIdyzbB$eNFG<$edBhO#jQ$9iONlod=YT~s3mGAt&hqWXWoQWg8dZ$B`Im9
zud3WBz^z(}S3(d_(`6+}1-B&yt2il88=VAATTGa$ue8V>V33LSiHJ~Ae&bRlJ5gIp
z1u6>>QsRm*2feF>6=#$@>!UKJ(Q`toGldmLui9M4<@GfwLUEN#m&=}P!PSjp{{R|t
zG!y&Kqvmkmi&L2Gz9Y3`a`NPTSrQwwZZ26>>O<a9%Yx#*IeA(}K}wRJ*hqMk<uSEs
z98LI^$c*a)SX88Z8%ny&5&FPr-WTrMCL_ZOR-o$Yk~&=^M%WUlDyT_XLrpw@LLPE&
zEGspph$%@@oSQMqbs@ok5LAa0kezD^P(eZZ^VBvRa-Q6aMRGtsb3*2*TXPb^+XKmJ
zjYAHGmWLFlUTIIEvf)Yy3QLM`D%iWN<vRUKlib{<zJi6e{W6=)y3A&GIa_SoR?XXM
zv^4vvS*;=}auk^=N)V)_-R8ZwOpuXMy{mSt^^aynI_9eK+L<Zk5V9F|jWKk~vEr4v
zyF?-NgrzzXqTo}5jguj5{1TpDyy*v9`@VuO#WL_0ZOQ)tQq&`&8A%?JEqT0QXyqDH
zNkoX0%B!s-ONoA&Sf;s#$qL7vbG#)zk+>*n!=)r8ZWRRZ758haL4^)QcqC~ngEoye
z;z0-lD$#HGFjlZbipo90uQX%INWge&rdAqVMXH^-B`%QSst)qLxlCojx|Wx&SL)6~
zQiwuJYC;@qAu3C1P)?yO79W;T8hy1sMi7)YP3C3Pr8?SBgp{I^reV^WDd?6|;*bhL
zLXZwjp;@2;l}s25TZD^j+$Yk0wupc>QZ2h}wYZ2blIJ}DCOX<f_&jnvZxLL)g7ehF
zHEF#RhM%;eTlHMGVBJN+!?Kkoti6i7;FsG^l!p@OSoe6lg&`^<I5_Bc{5yVoaZElC
znz<L^BE@9V?$+R@oqo)ilB+6R9Wd#<ySpk<WxTpslW;i}ELg8gQ^o%Pa5Nv963cG^
zbjS(P4hBMpZ-#rE5!0qVnd3UJ<#jR$glPdky~q>sQInyxV@`<6N;8|rZV5lSjmlH<
z8F^lCSvs23_^(BG&uuO?w59m3E<C8pQVIj{WHh9^9z$A*ZRXSzf_md4i1jMO=0r=H
zJzldClYb`OjPLd{m{#<tc5gVTY`(M^meqcrCOm5z@1spEA?c2)scll_t*HLdXexA8
zYT{Eil#%yGd|-Clf0xK_fI9Forcr_JjFIWn*VOjdcIl2NsuqIUfXb^FH-Mxlr9jA9
z7nTYZl_Gp#CBz|VxI8OL!7`bSK}9450eq`Wl9v!txRezZ)Z=T1lX>^g$}K{*O+F8~
zt9BR-vYIt^+`G9o0+(O&Sb6sSqBUokt;wP;JKx=Bp$}GDK~rzVc1m0<vUz4Jo}9vV
zm2=#@u49*X3{dKzGt4U860=9L)iIn&okX>)dhKm@J;1izdYa`{v2)ucn1%1zsD#AX
z@a9XFT1eBdJ$iyq<JZ?6K;X>@NJrcm`49)k8-dd}@17!37NU{gEe(YdTL@`sSSd<U
zm6s5;sVFHc2`V9KQ4R&9Bqnsa&_M>BwK_rqUn_kpK}_dT65Fk|l{g3rRzgq*?7On1
zl@Z$X57<yjBu;*>RFt6oTC*(;w<e`9fE3|rpc#u9q5G(CSOJJ^1hkDx^Br+w**?9y
zXCFh`JN)<v&;S8}gXz;J`Sw2_mj-drmk3TkAOnqtakl#%vPa{Ol&J|o01HlOB}ycf
z0-{QZC1lA`i6unIH^d~B88NVc0zd!&0#X1<Qjh>jQUFK*0009WnpSrBZ}T75eheB`
z5&`^wFXjDs43-j}hXn20JNNnZ_3yxhGq>MY_23pG%z2r=m(K}-Az10~KZo`D@zE*=
zZT=bgcl~;Ncnlgiz*4i<JAV(>{{V*{R)n?*E-xo>)APvbx!c$0xGnh`+T!|s^1*>w
z0QKMD+ta5{uLX6w4GQF^y-K(#H2TdpK*WeOIE+n-=)nh5G7#fr?r=(SJ7bNK@`gbn
zSsR1D#CILX9TNJ8)9!$K0fUqA`fNrq&~UyW0nkRHTb^V3MYSXo4W})66UlB($*Iic
zhb(PNDpg(AUZ_c+Qlr9k<vrz>kc9w!nmej#3vx7HCNi8)m{}_&M9-V54s!D5P#ZT1
zm-pNQ9(-554(ZXKhzEu9Nm9bFQ?SX@Go1dqo)CP|Y_FG>f)8p1LBxPS-KPA|Kpn=6
zgV%2SBS=VG1f*tMoS+F>h?QCaQ7}m}H<^q%ZY@xytx70J0H~EhQSPK>m;+&;+Xy$_
zK2p`O${AnC6pZ5@g9rI>7x~nno@8<gNytgKuZnVs17Rx9dSFl2_HIZ!_r}AC9@3R2
zEOfVmr(#7~0Vzl&O(T4$jrYzEUYthWezPhi*T@G}l%roXDv^mGl=*VGYkCj~0FkNK
z$QvF0K;jZXX+%f(N>Yxom9n|=01`U-;=;egNH-<skS)1+3Fb7LA0yKT6^95ya&k)C
zImSThNZ9&heFt&F19z)UI=7CvDj6ek5;|->Jv#nx?O}x_vRrkvgsDy}sYDFml8|(q
zo}&Y=Zl{Rn%o+4bRWi9cb;(AE({a}8ktDq#sX;8ZqOuuGWdfB1pDkK|R+VlrPYoJ@
z%!_*e06aNyltB=YCfyU}clvY3K4!k3_I?%!AUA713C0eJwIyFNa1ZB>{6up<%XVP*
zK}Fk5TCt=N`}VLfcNy|=lfDOjf?guqmCepmL6>V*=xxWSz@@PoT-R!0wLJn%C!8bL
z>5{c0_X-|kWoQZkI)(`dvEaX%l_qL)qFk24k>}JYwFu6%YVNj##&y>p*0TWwD5Ysi
zNJzm1ER2pMLx?Cq3Iu=w0L%y@V1IbV*AdQZ6e%lFQc6J}f<=dkCJgIf4?it%!Z$5S
zlN_BOH+#TBhq`mDP#YONa&eQez$d<V8%U_Slt66h)%~HYr0Pp&1<F*N$RObU`)r-E
z4%i$$)o%)yg$)uUPQH103(L8w6_T30d-gtv%som9ZAM#P@8lRuM05u9I^&2&zj%=t
zBgqhIk{~KfX-1oVR3I)?83>UILXk>gzdjs>#vh9Ay-d2CCFC7LVmOeAxX>7qHUY(I
zZv-EwFmTam0PH;EcS)PfUPmlBwk<)=?G1*aq@7n4(A$IrY^BuhGq!dEWBFsI(2v6s
z9B1vQ@m`RVq3&H(m$1Mpah_C2>EAn?_r~XJaVV^sh&9U`5>w`1H$-H(6@m(;+`je(
zec}PY1YnXzNXHDFjrM6&xqW?HoYb&9TXUM%<|W$(p-rn@&C)Fj-DS!}QP^+Drz%a$
z2Ch~TU_oh_3rLdFF<EJqw1kurQc|=N1!`ql7>3*nB*7a91Adx^1L8`EfE#f=Nm>#B
zh#DV&+ZQu%UAFD8n1;Jmk4_V$dn{!-Tsofemi8P|Xj)^VLu&o>g3~2ME%}<(gsBM=
zo6zS}s&x1iX+|Uku-tmZMr|@ZGOV{!R`I8~7F_qsG1I3nOpgt>R!SKvDOM{Ae}LZ*
z6C}GOem?onEh`RXQ*54D`Tk<l?yXNZZ!9c@okVFyb^wjfA1ogW9K+?^-!A6n4~mX$
zb4JwV^x8FIzhzFQSd=<-*-kN)Dr5<hsrLL?u_GmiJm&)wW3EEtrIkvIhnDIX=3tUg
ztgs|_WS9VvB|r~^j%GwXpn{}@jM<0~7E=;M?1M2Tz>i49%G0Y*rpEJvk(6LO(?H2n
zYSIqgN0_Cfd?8vvJDmXS!LpXpm=2{SDRBg#t);ZADI|=c#35-tJ=G;D9WXj@h@p6D
zu~xROYdYe-sch9@hX=6VcL70+{)bS|LzCn-5DG$p8jeO1ppr)lhrB(+e0giVxtO$)
zQmk_d=3wBDcm**zrK1Dx=_%hNW3v+PhWC&l<w%_%&U16VgVf+Ha`5?;8*~{4o@dV=
zLig*EcI<zs_ze2+DG5<f1YnF32*KY3Y;pWC-)@`)jp15|@`8oq&9jXpANI4%1f&tT
z3Ln}HDjmqc1Z|GFYy3d?d8e~yK%!gR;OC`{a#U-K&vNUv`JY^Vu+%6~-%Iqi*}2Wd
zNA@{xNo2p8Sdx`6(Pl$rFH^&zL?#t-0VF5GrNGS*2W$CZnKkhyM%U6Om*uZZ;FrXc
zDpjRL13&n^O1kvK8C#9LRrBx1o6icasC}@U;d540#S-9bA9rjuW3~=6oB-Z8`t6)r
zA3nS{-BE1FQr_`#;<}=?>oL%lrSk^d@<*K(N|dmcY_^mXoftt200k&u=R8Bd4?Y$w
z&RBS&wK>ZY@#ZzveOwZ&^s3!P@vhTqX{oVLx2DN{M9*cSQ{H-0Yo$Z-R=3I!8vwSf
zB&Kx0R$>l{Nwi%+L5b(DS=tU5Zjv-IlVhj`PJo$%Z!JNLTAMSJX47z>pm~8^$T$F&
z?TVs6BL^eh7$I24Zp9@~nU*Pw1q7~%T+hA!7w-Fb9Cafldt_uD`<^$9`i$yE7LpZy
z-Al**qM=t&>)S`6$i@c<_vDuuq5!mwbO%W%sW09(!RiPq$XLl8y7j?~Xd{;U{>?v^
z&!!!|krBMXD+c1i1o}mz7g6B~rxKZFR-Kl=DGtr2w%G|&g-UKKx`K!~*$GL>!6co}
zK_+>HIj6aCc+FvCw!3Dwq$x=$CrmjA-6VoH2LSfL>BLL$vZl?4EVzWMIZ<Z>q>wbm
z89Cn`>aYp=aU^++;$!lT?FiTlTBZO82j5}chJGskTlC=^QOcn<4S{L?0W*F1a_59>
z0JOj|R!KIGcv?qDC#>m+3CY*gq^(+jAGRIFNXP<5UZ)*M7|Hl`&365`^;9v-IxHP(
z4m)Mt5>tWhX#KTrGUlV7bew>lvaIc};=p+-;Vef>gcUBTyyO9pWR1?`<nB)AJL7zC
z!F{H_7OQ?HtVs0BW~9^$ftz-H8VH#y+29c-sZXdVxC99ban+bXpbVIZ0YH^285Qbo
z(_jK}s1*c)rGJD(fG%N0Cez4>#LN&JHv&Ka?eCzQod!@~oOlwZNmrLflA<u(t$N7L
z+JaxI#UO#U`cgpbduM((JoL1zTLQ^L5UN#{pP<2x-?K`hxcpZbV6<aYS``myk0&gs
zpYDaEq^I92K3@|voquPCiJn0+xYsqKDs(DuFRS{h^qA6WblEapby7T-^65ya#!H2^
z6yij=5SCImLQ0Z2qBod&Gp;cqrx<;eskd2q3T@Wbl0uNS)&h{EkU>g-AdC^j?Jc)t
zB~nI39YGM|<0%FV5J#1@1~D3tq=czSBIFIniM9@+(g+~y%ETOcEBh8X$1j=wI-*je
zQ`n@^BXZ8^bVYkyx|F5MtXlM+ILmA`6@&v*N);Q)T9vC%eM2cv=uhLaYNOIDHUhTu
zt``XEa@!PyC0O(xVZr)i)ANk~0F$=>O!4gM$ON~`hGVB76RM%ju2n<Z=7$!Ow)w|>
z{r>>{s{F`{%Pw5UyQMy+mv35EjZ!8f`#@Cn8a!%xRLM~De96m>-i+aTw4I4OW%kiw
zj?E!w!jhDkBmk_Ht}9YvMpI)0LmT5yu(Zmn?Skpr1;?Fr4WYOy{iF0PGL(dXNX;lR
z0W&t%XljjnJ9=~5n|F{*HsH{uF<{Z%VF>f&N1;lP#JMsZ04et$nyCs3BMq>Y7|9KV
z7%%p<-jNR|tjkd^EX=Lm@-7sk7)oH!=xTuDs&k@NU#m2PpaN8sxUPvHz8s2NCMYs$
zGwbseQ@JWGToV+i3TIRGN7o^FX}IN}ryP)0q#z(CqEeB7AaC07S%nfmCF#_;%}%Mz
zRpsZl`x4NY)Wy3*LMJWcGL(h{hTLeU1!RRN9Vu5F2eYQ<+7Dw;;<I;LMcRcH)RGI-
z+&-?PsO2Za-=wK#0Es3A$I`ynT1^MDzC6=NQUiP`niK~caVNNO%4$U*6#?Q}98gHq
zsY1t0PM@&m{{UTMl04M2q%0}RUiGF_q8&i5*e)7lqeo3xOxj$fq<{zSlmR3XeGBp$
zRk|-alBz5|^<+|5Zkpo+0?RK{8(ZFaE+m!~{AlDP1!_}$G7laie$Ag0m46HuZQUh^
zQEz)r>7~=+T(rnSR2flaQ{9;DDrGivt9BrDnG+q4Au<?R7a8>d<+_&h>2K`4=QZ!o
zZe?@2{{XyK5e=~#!lckB)Wx6Kmi;j<UGo<jI$a)n@?^XNvn9T#UXbcjk12-PVV`O3
z#|d?Pw&I*gg5TiODQcA9Bp&tFDe2v9C@`+^Zm76b?&MK9%7{t%PqG|Iw!0@u!>R(s
zQddz<+hFD$+Fo+0D^k<p2t!iYOy({iBPLwRP3ai{+NC@kVGdQF2S54GN_``3$;Y%0
zUcVj<`EIi9?{U5Nf)`v$a7IR%bcpFV8OOTU%mKHj1trQ$s<u@P#}`mlKJQgkwQPha
ziadCJS=bV!IPq6-NX|CMj!-@4*KWBfS4lN3$D`G$01dhfMem-QcjG;)Ej?L!caof_
z=`c~Q_uAN3z0O%)U;(6NB~iRcRpJC6A&2qh5>H>(u6rEq^c+V{cdyQ@a+06_0G)ip
zrn#qal*Lm-k~@#zckV{pfy9A%!;`t|>+{D`*Bk!;4kL#(oc4}qa!Lsx{{Y_wPI{6~
zc8b(D0msA3CqFam!_)pXDCbp9fB9~u)AB|UU*OdqRJ9`U`|PQ)u98#++Tuw~k&;G7
z$9{w3_<Xx#grxZ(WCM&3nf|+dH$Au+Hc$YKLm+S0uV4w!`sdSxjM-YXZ?Grj@a_lV
z0r?zp5i=8EVq#|TuardcA_f-#CO?3pNjcbWx!m;r9sdA65tHQSP|kf1so#F1r^`Ke
z;MR1bgN$@LleXIcK6@ShU~irgvt%47m38#TOdrS7<@4RPncCjEPMS^53=`C3;3xyr
z<b5|g_x?Yc3VY-QD4Y^crrw*Je!A_!{XzWd8Q&*6o}2H}uY3>Xo)Hx}8z=$>K0h((
z0L4H$zrXq(6!p}_$l3=<CignTbHRw8<2GU#@TcN&_f8sP!{<5PaP=A+<;}>o_3fo3
zoDQC&r-%v}^N`Y&pE5hjj;*&LrHu+ZsO-{`omt!`I|4ZNspFnPhl7t6ib*=t;iI0#
zIP0tZm)$tP$FA5Pnd8KLjZj4DTsneCE13c#?t*ZmC7`I1wkJ9B5S8N|=vMjZ#A?(C
zI!N=|(&FX?{cxZYI{sd#Zg`S(q&DLWEkjW#M}2|D`04Q-cyz6&*=Z|mgoOLJ&PfW+
z;GMm9>_8m>95c4`pyWg(pSW?KhhLvVgP*QAap;l~9tqFS1PtdJ{C*>BZMS|K0Hj8i
z1|xXaUE{9S+EEsW0EvMb$ltD)`snO5`(+~o1cA_X`22l7C-CE0bNrT8bpeE&4S^>e
z@t)%cudfBEc?fALBn+iE$83$jA1{XEByGZOrBE)pr5|);XXUxiuTGimusk$%FgNSc
z+WtccBEmTivI=dcocWO!fs8BGRHKqgvQJV<i6r{<&U&6Y1&xn!{)avG+p#$u0BK}^
zdt<on59=Qx@#C;o`{N`W9lbjb$3D5@OxLyajYlqG3<EmO(Y_m+34>*73AN)`HX`@i
z2Qi+}u=}L?_c;Xr0O38iJvSY}Geem@NdwT3M%lp|kbOYkro*yrhX_y^-*PeiPeKma
z`E?u*O58d3m7jq**lv9eI&|9`@QO^CnCJ5Q_+h}swBBb~AW7%BojOQ>bE!LHVY%yr
zwt5}TKO@&}r{<)D@AB*0sOUHAo`=_`1xQ<+0*>2~aBv4xoDu-|eFje(4`^7*Nh8+@
z?m7$+(<j$|LN;zgu^&Iv2vq=F8P{3cSTYYibis*O#>DOFdTrAO9e3&2V~%Bb$tu9d
zPzK$xjGX7wIXM{g;3^o9vxA&u4b*Zs*o+gn$9=QYJwdEm4O(#tiw<P0ox?HRaVLF-
zLR68sJ#r7G$At}(*U<Es`22@hOv8CTcjfaJ+6>&q@C3Zxe(=}~pOMZ%2L${#>5pDM
z>PaLg1cQuVY)<~CC$Q`{9Y+qGyU4y{-A^?hk8D-uI_Uun#)kZ-J?@xlGf%oZXDH6w
z^x@99d@ojcYfgh$=LOela;6PMNp1=+n&m!)QK={e5}IWaOY695MIkEBuu)_Lk)+_@
zaVvE0IHaMpt!q`1gru!SQ=mu$l4C#&+VMDI+)5BswFD#&5|pH+AX?;@06^U7zPO9$
zait{u1_8%i!QVY|+;#1aIEatBun-H1Q3(Ko2~j%$HyGdG2g8PjqvG3>6pHOymqWB_
z*F1U@=b=lg*X}6RtZ5EMdFDLEAg%<tsAbhP<}@Xti9Sh6oQl$x6UMT>)LvY2{^hfq
zqw)gJtXogWL~F@%F3P2DxZ7@oG`Y6>wCZ)c0hi&Gs$6Jw6jYHp$jOfL@sRqRYU7+L
zvYwrFE;dlw6PZM*wJd-{gtQgjsO^y{Dw{;&t5x)_K9(7GGm0Pp5WKnrcQOPd8M2Ci
zIKMtfeT~-@{{U>#FOF>ZrttB~3vQ=Qk5zUP7lkhKx!^^R(jE*?i5{m&qQscnYaV+j
zt;;do%WfpP7T9@do)f;r-dSGX?1z{>Gw)7$bE!#j3b1)^P^D8U4ZhVqRVNZ@l-eBj
z;bsC%)`dpt0mch%wp?v!N~&L#HcTH2yr<?riNkH&J|?_Na{>!etY~(PMz>6+MYHC+
zND`ZyZ%bWDTQ%9T=O&?3_6juVZBl6h6*=}%`$gr~cRuBFj&F^+M~JHy(756AM(?ya
zX?NWg`wh2tF4g8k7Q9M5X4RJEK0AKY)Jkj^QR*p}%Py$Ol8FwX!l2i~^jv4Ry}#pq
zw4hJ5ZY@Q@_)R|$R{`SOCx!5C$MA>iczr7s6=<(V;_7=>L&7MXt)!;@^sIC<R<^5B
zg*3L<@BN0WvwSy$QSfTIniaiKTKzb!;YfAL%BCr5Us@@}JwT>a4P9f+u<F%J!ou20
zm{~ze+zt9&<qz3I$R81xjrm*UpFeL34=(5z2#X7sbL@9+-f+^X4|&Oo{c-wI>DIbq
zPmu<sid{*Uo?%QzD4rRb)9nI361Fecz2HW-ROJtdq<Flkb70yqZi+~y#kZzPs8cGd
zsYHWRrW$cYod~LZGGui^txJ(6JB$%3A`qabV7G;vtHzB2i*#JP#=4<$_NjQb+jA7e
z^in51OpQ{iR3QG=r_p@45q*g>-f9d_JieA(b#oj{ha5atSB@He9{lE;*Pk?eTyj;G
z;L#x4P~pj{*Y0c1G$_($)L(V_1-k;dDb<-(2_dFL#?$V$g(<ZuWO;{U{h@Ztw7$}n
z*-qDcX5xH9vpf=+=9B*b)ZLouiryhtM%6o1{{a1X?B{3dpW?}Wqr6k4z_ryk;!={}
zP;;s62VkhUcL5w{g>W}%-mUyP+NSLbw3J4aI;`&JO>KQKWFY{gC22WIz49(5SB77=
zj`Q$82H>J{f0mvf`HN;dTdB*l>m14D6iZ{Bj9PMLI^`mZd~*ku_azbyey<XqrdpRV
z+AOS0G8C8O#_}6Sq&7a?*w_C6C~OPPA1<i2y+-x1ZF`=vZq}zRu$nDauS<zilTK+e
zBEk|Ffi1#_&q<2Y%1ceUwwrSyJ}Ws}%uft91UT?~J$Pg0Z;C!_Er_iq`>olvSk}a<
zvj|!hP^CbsOsq_xMRDc%rY$<3PgCg)qC}8eLX#q_-vwW5FNw*ks#3X2NaXbfs<O7_
z-xY6S{ht}t5|qWKJo1y|wAzANWmM&;B|286uO#}%XuXirduOc`6n&HJC$owg3X-ah
z((%gLo*%}$U!A_}&u3`s{{R<HPTG=ce-Xt`4XAO)LIo039z$G}C3gwzm+iQPR|)N1
zZA)V(51?$+Q1GG@7Y<jtflE;0r@QW{+pB3I3RirfP*r0;X~){%aPx!1=P|51p03Si
zjdM||GzM*mEHt=}PpQO_9ubm+B~7r1PGV4f+<8l3CB0AiK)|oCZaq$iN%0q5CCHF#
zmF`|cjM7xF*po?vc0VO4aG!m|GgpXQ+hAKH`^X$UgX~Sad4F$RHSZH%C}`KU#~#p?
zP){f=vg9>LW?IT4)nc-M+tJ^rKN0D4>XNC38;`+yGu~@1JdP!wg5FWs9HX-wvTQ1Q
z&>}{uJwBxD=^|Z5sZx}NP-;`<=wv$LqcFsD2H9nn8IId6Hh|bXaz4~MG1)(2p36A*
zvu+H>5vr^0eNPJG6&ywOnN1U@qpo3Zxo1@3DiGxZZ7nMfx}?;!;;IT#lq0O{eRmM;
zcWL-<XjX~}Dn1C+WfK%M!@F?{eU)VyP}^;m)+!X>QbH3gEj`?+N-|r-Z<$`RY0b%~
zTuq3wCd)*66?&yac6yNvfd*8XW2{VaJH(`=rk-q<Lu<(>2{qeL<o^JUYu>WOpWyG7
z{IX-0p2~+VZfA2Yp)RKFI_8+;{@qJcH7c8uXSo`lnr%@}Opj15zf^p>qq=x`yh8KR
zwOy;5GnTaV&xb^H<|f=IV7%0-i2c*;)0D7S_BfggW=RV6mx9*TmRoJdoPP<m8}1d6
zbjG@>RRY|*wR7S|Gf87xw0d-T0LN)TkhF-*f%~#_udWXKPxgK67YXeL9O2v_wmdqI
ziSUPMtGJ6?3bdCQRZB=ywAED<ZImHpv@L1~sLlppl{N_j8{W{k{eKLks;}U+wG_1}
zG_;1TgrOw}E)={Ps3|T2=qN(6DKHz%f+Uk4k@it@p7n}Z@pblrPHLLw9+}I2OH<gR
zQ(MUaP@HOu8Y6BcASDORh;-pO&NT4-a&PR>`!cyrR%PkDs<`>3Qek1$-5kk%b@ttm
zlalbGu3Js11w+isu@vUv1+B5cUyUwt^AnO>lB{zdmauK<Q>c|nQf>)%6nS&gOrcbz
zCYCA?Y0+iET<M9c&84!Y-H;h#BeEo|hmg*WJo8_^HoR5y4l}D?H7ly7zpKxuS`%a2
zenT!cwdo97(Wq4?fG9#j9(Hj`T_BZx<o=BCZUex3IYyozz&J+>;FKX{VvmH-(s0^d
z@j(ewg^E_1ZB8g9A#2N>K_W?kkDKebj}YRI{wIjm)mPLJm%gj0dZpa5NJw$ztzjUN
zLP5$Tz!Q&d)H~C`e<JOrJxs6iJCrntjD;<kk6P9=geOQyK#MR_r%71*x*BcuDOgHE
zvH?d}-aY&k^D^Xi)U-TCa@u8WxduBhXVsjyQ9actgrb)!<Bds$RVq?c5&Jewtwe&I
zK!SfgYQHhAD*U>$bs6<p67utpN}S}6Y%B7T988CwKGf!11xgRCN+ji3JrWj`PGYLl
zm=a#VlOsR8Q8+<y0V)bOQV2)|Dhe4G`?&*Ti(X9fBH97SbdW7O*y5HyQJC?e%VoI{
z-DXT@QXFaa97D}K+P4dB#>$&o6|qW^qLp<Ajbu}sNYs=J0DBI*d=KI9`tkYd@^i-L
ziGL1JBfH9;a9(!QRv*xsD;0-k+p8shU+=AYx+<2#xBvoNqAkOLm4X6=!E!JDP(L?m
zEkURA&z1IvF`+aYZe@1ac1?$KEuA4D_ZmR2TU8lrP*RrCDYoQdp|h=|`>7oL(|t~Y
z0G+RG#7`j@G3t$qVpKI0jq-DhdUQVyop&4v6l6KDY#j9WN%-x6cO&)dU7UgYVSEO2
zp%CCyd4W^q6~!PW3#M~QlB!K95=jVCZQfLOt2UAw3)GP1My*U)(n{EDY0azKvaQ>q
zk4?C3TE!;fpjD$HWh%Ers6?w$YH=LZ<;sImg7fhu$5{#qb%$I*AxX|b01yp{AVirO
z*ohJhM?cDNVX>(4;)QX<TpHyLmsx`HRF|REDe))9aVi*6Tw+r$wy;M~Qb%6BIEP%%
z`zL%1bCk<^^zi9nCUn5E<x<_JuGOd|ZUPkQ9=F}6qs-5|3fou<-x(*1KxUp0H%J4}
zb<fuue;)jHF_4gb(obWy-w#j2e}>!;l4Ok_%v$9$y`o|Un$DP6BSJ<z&vO_4P49=P
zPDz=`4smmblapOi+>aHy!fqNvYdI-xZ7fsemQr-53Xt-&4LLn{gLlu^dG>{Jt;utF
zY0SP+bMBDR73}nT${f3TtmA23r2hbTY||F0D+57LtSD}Bl0Z=Qh3w&2z&jqkqo)4=
z*VosMf*Mt^2Ys+c-{<&$4jA)Iy4u=aV%o$gB}zfnCd+MUS`{PS3P~5rd8!ts)|I9+
zB*@H^sCuP9q>h9Uj|Ww|AH>Ha2eSBp`!lO`I54)GcJi{}x$2Qr+6vO+jly<qVk^mB
zbtI;+z#2k<JEZGx_?!DZB&nKp`OC}alotR`mh>KBTX&lgS$|d(mnKo?RT>&_2blU;
zKpjSM54+hESnlMlrq!rm<pAV*A79pb@WgW`!p|UiwGsH7$K?M2FE0k)N}F}s-Kj{G
zFr`@v0&$9&t?J1HqC!Z|UOZd0p2K(-AMYKc?SHin%~UwDuJ?d@M(t7(TsQv!%W+!%
zEk=YAN9>uVX#faHMb0~(7u)_J!-5d^1?;C3X#pw8#CtQsRIH*Tchr>BkCSUDZmCmp
zRBw+hJiF$%gE%q_&RKJ6+NVftwDV%m<_+BfQc~h|4>_7;T07}d6f~(0pe&G(w4Kr=
z-3!NMv1+i(5jo{O_9LJI#bt_x&X>RLeX_YnsZTirKna$Royu^dtBFU>FR&l%_vV5m
zN~3b}vC9g}rEVsDgI<#XhMid|)+zGSErJlD2uM;hfHDSnt!`xh0Ljkgb+PBj@b%)>
zyuuNwQ0P3thbBZJf;2JaM{=VTSOZCM$cP<%)PhGGJs0+9ucUbu2=?*q$qu$sQl`6L
zoSqvHv^_^q)2T5fE}==*+D7~S)YyHsG_Pm9fhbqKn}Vn)`6;*CQh5TB2moIb8j<##
zSh3v2Zog($8A`LMnqAXHmQ$$YDbz!$##*%h0K*Zqsb^QZk*9}dk@lf@RF@rJx2jcY
zE66_ag91fvJ^{ce4aS8%#N!7DrxosSf(Cf=^L%}o{{U)VBqT0fQ<S!cJ}uZKOMTlu
zrkK@f>^3r>(kbr8dOM0h$Xe-6fUc-kz_X{BcE2sA2tFgc9C(@Ko9rjcn=X?zHw8To
zr$|(l{?MdbPPD-~i9>HmQ(z1&^S2%6_kU{p0MkyZw7%56qfs;vS4y54?CQPrr4}u%
zVUEr5x|duR?;Cck$Vn;$kgj|2JRh`6QWL`aC)uagN>b^n?JYBEQiz2BT;g;sr8A<E
z(13P~de^eNUHC@kSZ*~RoVFl-O0>65x#a%<W@RX-j3C9i<5No1qCnD+v7Nqd<yVpX
zhUPRcXsK9yuD&42PN6Au3tqh)<g9F@NkmylSXOhXE)j!_oblxU0GGVi`!?^Vn`J!7
zs9LjJLPF`+?E2-T^DnO&n09qW8#I>|(y}$TJhVUnl1K)1a?_QZk8!kBxl_zq=0k{n
zJyyl$toFzQN!Ev`l`kxVkP5I)NCbnC#{t?O?Qhu5$vCFFN!Sl-{1l~0Nmmr?bu9yG
zozUf99AUQ-KZ&xSp>&lC<D=oe$2jL0Kwk{)4`XZ6M8zi?a-m~ODGgAmX*al1K^uT%
z3r@KH&L0Lh6Ye=P!^bb+NnWGvcKtQ`W?EFUx{&?9CYs_Eoxw_m2pH+ZD{+00J{GFM
zYNR>Mi%ZPOZMq*c?wK)}&dEz~t_fARfwYh?-<7272qSI-TAah?J(k;T!{(*+Rg8oo
zw&UG3NVic+Pyhu|tMvMW-S9!gl!Bg^I9CsC8^wM11R=VuF4nKKodBpaHit1t{{RyG
zp^0@kt5%$pp)grWmK1d$DJe#G1peE8!}zPAs>-g@_IV}%e~or|*H|aQBmV%bH5_Tg
zi|VG*1QJLZ*{=2x+xkZHvd0VJBnd6iaU><d8-K?)M1oGB1(HV7Y(l$_>{+(IeC3_u
z7npRCQaq^FHKkx(Y$S}}DnclfI)ams0bjOxq<@b%B0tyu$3A?)T9s^bvzArFq^PAA
z4VQROoOFx?g}X?)YLSqv4a;!SfOpb(x~hMR%Pg&k_Z_QWq`vUU{haIy+iB7YmP1Q+
znNnI%pS|T%++IisLh=cBD4g%)-Nso=8_EnvT?kTGtwo<iU%nHB>#9VE%9N6%g_hk|
zPNAtoBad+G_qK0kU8zfFfqOyhrE`x*bxOW5M@3w}5J&$2qw8Fzt`eyNX@rvlY2dh*
zV!K<y3jYASdppJH(vNxH!94Xiw9n!gORNzWkl`5fDPQ|A{A^Hs(E{D&h2qLm14iHG
zOY~){LP*rOcP*Y2y+_{ADhVJ0kg<@k##}xOykFazjcdbw`7H<sQmutqH;X4pIa6jG
z)e>ruLG4aTh(79aM;^&z3N2Xy`c+DqQ;wwNGAZ+7&18ZzknCq2K?D$XR^W~`a^7Lm
zae_xsF`SQw%lPl;Jt+zcN>-AU1pq>ltjQq3kVTA*HS@kXf(RrKK^7p0Ao3vTj}2EB
zE$_Q&N=@I%-euc?r5$e8`Coo8%2X6~T$+8kRe(Ui$rDu8dXfMoyM0!BN-WEEj}7FJ
zsj0K$P~@dRpS>Em<tkQlu|Z)Z9Hl`j1tZ==*1Ky;hJ>jns8SN7pIn2TzJKH!TZfW-
zzqt_NE*m1#t)a~86>EBxPzwZPg?n5_v!18W`koyi+vWP}Z>E+u!ehiMG)fgs33i;9
zCAFvT(_a0eeL>X``7L7~;Q$;FzH`BA)|6nPmCBa^z;F{fH<!2o?X5{!*o@-@0u*}V
zk6)Kp+5Z6HBJOeHUGV<^%J~a$lBZ)@)XHn%tEohaTQJ^2y5ma09Y)|{JzSq;Z-k1P
zl)4SGdD!b#vJI8YTgr^eN`^hyrmZF*13!1j(}999w*(Df9=5*!0M7<IxK%7#w8-TY
z+RF<HDI@~uNdZAb5`}?`fUUvzhTVwHJr`Ae#g13acU=peeCDF9MCnCNMX7foC>Y8E
zmHTzs83|61uV^aR6Pyg^2_ty*5O(L~uTGdSE5pk=xe3VgfJx;404*|hCm-0l9tZO2
zwlTxlh5-Kn4*O%TQ_~w0^w|8f!%gAcaa!>I0LZfIg~gsua>#~Q8ke8!RS*5+hYh#4
zP?F-o$WvhChiy|`R;03&#z(3$UOhn6@xuCykl&V)K*}?}9cx8B+5i%ABTE5cdHBVT
zJaBG>ca9YjA#00*NzJw3dXa9ihUc9WH|xB+tweEUQYmRgatklIwX8c%)VWG!fK;Hh
zz+A?XrJyBVXWq{h-i7QiI~*RpGq@Y?@IJi(*jgje+kFl+`a;`zD{0WJ!rO2ZtSBD3
zfgwPG4spe0U38V&_eFMsy;>=?DJ(D)NiIZEl<X%-Io;TcVc%bSt~zA#Mxjl+1H~v*
za~DkYGOO|z>Ak@ol)AyqDIvt>B}NwkSI_`Lc7roI$=|X^xh-m)4q)>bs6d@blrS<`
znHg-AZb%9Zym5?fp1nBpf6k6v&7|`tw$j=|0ohIoWn?znQ{k;}YDfvjN{qOUzCv@m
zqo_Q3HMS&z>#_9=Jl~j+*WW=Jz#n+!EA5g3Q;oQ(?;UoJ_Imo0T4jX@)o&)M6ola*
z)LJae)IdM^GJxx=Cpc8Fd-1~Yz~d{Ws%pe7bgphPR0ORA>F&DH5}DArMe`Z-&dn{S
zky%9i6sflB8w8R2T2&M*2>vD>TGTg7Ly*K2w{1wKQ!$u}BC9p^c}&M;haB@(chJmc
zf}MF<fY^m+pcu+Si&vr7ZI{g+xkR5pmX;clh!sc@DY8A4^y`lyxbj(L-zCrwl;Thj
ztQ-@iTorQC;JEDTiq*f90-*+hCgC>gHIV&61V`#hVNxX1Tay*&W>SnqYm(D1I@?XS
z*P0NwSt_)j64B`#>9)CNax|Dx=hH)w<o?fPmY;qU*r|1BdE!*`g{DMSmLHU<E~G7e
zO3rxxBT(ftjIN+5Xml*8WmZCwaR~wmFh}lzV|@>8!+W}y3l!l1ryxj361>nLs%-`h
z$(xI9R`DWCo>I(aTy@2(3BnYjN!ze0I2(JQ{{Tg`FOd}+jF&29=*+B*NJ;XY$83^7
zYXca{l&-}&97tEwV{+b_W>lVoPHnV=sZTn9^NQS-{Kaa0=SoHc45v{e31|#vG2h-N
z=SlPFwhR#wfvvGuoXS+Ok*Cau0eX^?+&wp5t@9BaQKol_aTSrnnJuR<2BFUjX!mYc
z5J-su0FnfNZH=m?cvlTTUln~Wx<`hUuN#Y)(E!Mu0+o><lP8<$N|iwH_i0yYO24Yq
zJ9^@6ZB}i#^<kpCwYE~^S0c8_oiQ#Aoo#{;k)35IQ9LoWpF3&wUSQCfwQXvB3X<JL
zuqsQA(5t_UqAr!AD2UK_GPR_*`->?6tpuoX5N-(-iqw_XD>LO(rn<0SlP%@C=8{MO
zDp?^YN!bmy5`+VUr62$m{J(V(YLVYg%8a(1Z0)f_h*(!qxFaBEe!a2A_~4Dx)4x?y
zQsr%8(0^$q4WY<Q(t&prl1GiwWB_ue4mq*M9H^{rl9G*{A3_wL076#t&D_G=DTE<H
zL2a-gl>(v;Jzi3(4b|xss;eprYNt+xJ)(jzTbUWD2_W|$yaTpI2LR_gp(@+~gX_5K
zj^4X;&U$UbS;#AZSGh}Q%1X7E(3edr&e~x*w&RU~{{YA_9OoN?lecBfdSGdSLEPs9
zexD!U4{nDXb~JBy>@x7t)?0QgF5*(C+Tvp#ZCJsktEs0V3lF-{{{Zi6DUr~`gCr0{
zVGmi76zKr$l5>sox5RcE=i+wtOS<sRJ$j7eW7of@PwTe=CO%ZP9GsJrzWeTTjrZ@4
zowy*8BTh*>f%4oO@4xG>rfmxg`uXZ{TM?g~-Y|K$d)zf1Us=yosMPChJ8iY>1(@=o
zMSzn|bu_aSCKahmQ*DF?<A*D9nF&j?+e-YQA1w}CIWAD0Pzb9`L(7pN$qIDQAjnek
zzdh1R^;zn71#KZtI^wpF<Z`6AsUcdip}lffCXpSeRceRr2{7O%+1;A+jJ91}VtR1*
zl&8|+L^#+}sli)|LYB%FkPRY%8KpNJho5UoB1dVYw$x-`4GgoSwHyPCEFU*XDM=uZ
zIK#qfD(aqlh`h4dd3hR3rF9RWDiXI|lieXnNQ9u5N=TI?Sb7il{Vfd*EjI^YzWFrm
zXL)Rf>8X}dl`Xn<AP1anWnj3lmV)GjE<%bXmCN^{p~{lg7Ba(U%%4)jZx(>mwqr8b
zQ*_o<uuNv~>XU-{l<3w+n}(?xGT_7ZMxuoj1w&y;b<IZ#T3v9J4N3Quq7tLJjtS2L
zYO`n6Tn|dr({4JYHp6Ms(lx02;XdeDAmA-UL;^AHkO(-GT7^PeP+-P(RF{;LG{Z^C
z)}jiIM!_Q|D^iF+3duWXjkGqFn?r53hMGX|Hi4B15G26YOQ_tPOp`pzuDtuJdG{QB
z=M1ga4t1>gnSde!MpTUw1+Ywr$$3j8sY_WTuRniY+mdsuBy0}*`fTLUIc)K!n#Fi~
z6jUKkH66yn9(A<pS$ay>yk-JWbtPxbaBuseg(=0R+4LI%k}ez0Tvp{WTUr4H=Htk4
zg2Y&CHVc!gE+~0SwuanNolrwesYg<}e#)$K0oG;Qah;>uh$(U<tfdr8s{lfqk#eYK
zLm=U3qBKicKlFo=6g{1)wKa&RP01?RBT{SyuK;P7gCjxCRw)aRR!BfFR7C1Tgo|cg
zq$X{ulmU!3ur2Df?3W^1>T-!~ggDW;$^u-Pq3(oGBds8*l(~@YS!2r}DKJB;B1=oI
zZQC?kf04IT3PeUCvrdmkoSi85l<X?~Dr4_DwUs#Zr^8Mu$qy}Vy6TILEkx&shAR!Q
z(ivs8+HI62w%ct1C_)pmQiP{SN>Y)8fs78GoHxATZ_VXjFqjG&zp}Mw(~+oZiy2aZ
z)4u5}f|HMRKr6O5=4xtPeZ(zf<q8BQPC;>CB%KB3=W=b0x>nHGNNq3*qD&Pi`=pa;
zo7%t+bS7sD&RkVI`*NI0^#Ku%r~ct3KLBypJ$>H%FI|$97L<AinjOx|bqQ7nUWDXh
z81&*j@_MRdTU4M_3Y>!!q-U<CkN_K!bM@aHc(xvE_&ByaF7kPfW_Z5ml?#*irNv@Z
z?`~Z35`%43FYanwZO5j`kwpH|#-~VwO0nsc3Y#rKlTfKkl$e;9g{Rw~$%xb{P;F}~
zASP@{15%L$l>jpm0K5`n^Mz89GA89qvJ#Z3Ya|IIB><lYx`+^wb8JBhENWd&*?x~T
zwx?6%uDwZ?(#g>DSEtlsNnoiZD@gK`wiHmLt-KVZrAgSjFDv<X3Jp4)7S*G-7MBJk
zJ^>MsWX6XHhT}zLGf(%$c}%q0LyLJ%90e^!Sv+_9Iq%O3{wApRwF90U_OJMOyyIQz
zZq2RKd3r8>UQda1OsiDfH&sHFUv8srihS4EfG3#m)7Kd;&zST;Gzo3ur^4?sJR<W+
zT(IUOnk`O5+7t`2*0}A-ikU*X?K-51ktx;Ma-Bmmm_xFuwFr;JmcvgoDjWI>@l?d8
z<x7Jy(g{l2Pzz0hl1R*wq@<FNp>)hhoK;$iR+JK;R+6L`P)mU!Im#43O7fBd@{&?u
z7`7uTREm^;WE30cnHIvStR^HR+xPX+0y{B-@?|9kC+#O;KcV@Ll$kM|!W5QHSZSuv
zzol~v#BBfpLh%D~&21qe5idJ-(z+M{3DOd&AF^q+B?GZpRYO@hR;@&+qoY2Mw>RGn
zl150}9=Pe#80)uwfZ3@-AQRLNj@a8hI(|KO*zsk$x~BgC!>D;T)4U*U`?^3EgVIFl
z8rp4s`)#Pey4yh`O~@yfmyLG;$G7}gc(bO~YY;9AOO#h-4g)l$Qfr~g&8srtT$Usn
zt15>IeZY!a^vMk}ge~a4MCRos#!}yuw!^DW@w0Tt4W{bw`Ck~)9+hQYcI|nw{{R}>
zhgeO!DQN=)AQH3DB%RE2ZSY131a5Fi+jIV(KS9*Nmy&<PGC#<ChTjj4!;5I+70CYp
z)(aL8v?W}H%x06Xy}8>+6-7p?mJ*Y`MYx^01!Wh$oh`h-r1;q6#Hh}_aZ|aMV-_4?
zw}s8i`pb<4NDpZ(NVn5mW%ir$7GyrrTQS0#FF21iu%{y4@h{=p>v^cuUUG8%`7dM3
zg*M=YN2nDX`=$+Ha3!T<1Sutuq~izEivIvEHm8{c=dWLi9LXSVF@f+I{5Z|GZQ8mN
zimeuvQf**`H&Ca=mfD9*DH0lSC+a?2TW^ol4}F%F0sYdX6JT{EW1hzq*TJckbhzRs
zU=oro7R!|<dqS_so8sJQ@6u|lrcElRO{y@og(doQ=#!dIIKfMio^=Eq>{6mV4+cKM
zk`AWz40lK);n?@}#}uyLD0y(pzSBy#k!?-Ru{O}CRc$GHfyl%5<l18W)9(SDApLj~
zQ>XLZh$v^2-XZyoYNjoAp6zli(Q?!;STgOTms3%LOpkKKuPLg!lBQKpc3Z*=dK_)=
z613vtIQs|uMjTI6sVf8Hko=G7ReTi44OAskby^gQZagJ%7uxYUMBH=KI5G(j!j9)%
z*2)P7JCV1p{fEbbsWw#>LKUi=AGjnok=M95&Ue`799HE&n_etvMLy5X8z%B?y@OYu
zFB)P?i3DLT&$X)5e5j;j%n;5A&XceXMK8sth#FCE`$x&1UR`n05193teATFvmI2(R
z1<6EyFPKt62vt!C1te?11veYxG%B%mNS&N*P$Dnk3K#3QtW{SDtWUZdbAJngHva(c
znK|{m^2Cw7`9jrV->bm4#2Q^*Tt}FNP<kUzDl4udN?uO3-2qA5r9}$TtQ=%<T$h!Z
z;&RGbsk3=5j%w4|KyEF5+o@ZqedbY=pihHapG=U;*c+I^`0CEAw51dYc?-ui8In<V
z@;96|){RB!Fe!99#tH&+m8IKuvm#MWH_3vMHyFqomq*4QhM5zkQ0tfTHk{^NavSa4
zREq7o(jH0j-3?S~G{$L<CAAVf=<^<A5J+=u@o~E9R|v~c%8UpF#DjdgB#?CECtYI|
zmqS>OdY#kNC@UZCMq%^CR!imO&2`h7UHi%zR&_!EpHQVjL`Bvq^w(srBXilTy=zUw
zQ{~2q8Q|kj%56T((>W^CQta}3!!3o(yLH*lip4sk8hn^*mv6|NX>YdCMuj1o<OwdN
z)|KWm^J$Q_!jZF@wV@KqheE8&ogz;ld{y$6?4VWVy(!yr^;I6}krCNXDaXw|uTQAI
zP)k8eBiU6ApcnrDYLZCeVsgU9yzQDh$-M4b6~{JvqEHs?9W<&$GQ5`&2r20jU1`EX
ziljWXd774h+E?X^p=lrxK?jn7_!)z~`(m+5l3_rk@*sooIILQ?fPfROhkH#y$GX*4
zhSU8=ccRRWP7i-0IP7?As=f&MqYX+F>Yce%K;1gtpHF#Pc0=&oX(Z<uFOl&bc)efQ
zh`=SJ;ODAGUx>%xe-Xx_kr<zOgexa+bJywL<BkBWx84SZ!2Bnzu$c4LQ}D6R3TRTz
zlJxe{aju(DrAyQXz@?!vFA#7D0j*x3Za8jgysG9c3sS1qHQ50u$y2XTYF<hPI;rHa
zwn9MPI`Q8peEM7#^d~SC9Unx5@7t!srr7=@@vybxXWeLw_8$}a{Q-psSc?(T*8XHg
zh|>l<w>c5m?iQYD)?7{jZPY2Z21odkpp_2Wk+(zFjeMd;Ffuc~dY`6#M<;IFdVQ$!
zzSOOxqOon!Du`an6&h3-ppJ(=(8HP7cRAQ_-A(Xy$lIz)BP*5kLpEEXwuKp)6sMhW
zc^e8-(Q;05N`U|ZP6Bcl1}SsGeY|SC)NZEYRpi^0YK28E4B;}QXr{->2i+wTA6idb
zwXx#Q*0*{U1ssKb@d$Jh4^!qLSw5uaJLjq4=DfTWSRNW+(kqspsx*t(KN_;s`L$}C
zSdP;Y)QAw_yyJ78WVnfP*CSGcZY_rNY~D+JEyrFNVr4Q;_yH9tjI5mF0l98QaObE2
z1mNc#anbP9wwgqf0If?i1Vj*+B!DzXwmA+kr&U~_GeQvBQURL~6if@jD%@cvwJB%c
zj}=E^e{`m^fClA-wTyw10S8ehJMgBrqDQM!>vsC$kn_>aYM2{zf~tifw_JIa{KU9Z
z?KHK`)Rg49^AXYpLP~dX*Q_=*8f3+zub9g#eY|5J`HTk}-v|6hp#wNL=}1(nB~k@V
zw$$93e5Pcf4j`vlX<<rf#H<2ac>zr<C}Bxbl5z>+@|y}t%Aiy(nC2jj4&)2+J#n1c
z*4olm2tn|!QY4{PFi6-L7m17{lTU^^DoQh)>TM2?MsPM;B#*n2K>q*{0FVLH(^w~I
zC`jK0)}2N`JAb=FxIOSrk-xpuE=}J<W|vx$Aq>*zwH~iXUJeyZskE7q26h^lL!Qj;
z2`PD(5Jo`(AnO<hW1rCZ_V1mx>%)?isVP!P5&;{<x88Z)#}TejwWNU{l#_iy)Ir`P
z9reO>RKiKnrW7%&CFa}oBmL@|B}A(QAQCXGunFTM#F-W5<g&t+QK&6C6t<jYX<A-k
z@SV#qvR!G!k~K6}gSJ7c*dw6W`i+m%e18s|I1aY@jAOCJaDE-X)NqPHf;9(QeqW^X
zz!wn`2#pA|MZh5G%6~Z^tI>ovn{kA=VN7q@VJ*N)($QLw;|`J&m*PB?$9U;LTAL3b
z23=`NMpxJ<rOH>Qk)N!VhtscKnA?Yj3e_Q(Xzx6v2`&ez?ybTS%|}T>P_j;h$DV`i
z&lPDxUG`_)P;G_kZ|>IKZi!ND<mhp=FozJfk{v>mHaJpMlm($lP#}z?r``l^plUvt
zVen$jI%He-6&(2)zdLD*)T>IWDO586x`sxE$}T2SFK&8he8w4{=f-iIXB@^l^#BP2
zY-bt9ak^3z3Di1g01|qE@EG5*KQ0Ua!5)+4IQW$*KXl_b&&M2fFPsbw`{!_egBbPr
zW7DRA1Gqnq$K%i*Hqw#UeRuvm7?u)mW4!*q&rLDNl1V42{dUJ6IO<A4zymn++b5tn
z_3y_;=>u$l1_|lc03U`vpI!_hR2Twu(~$xr<E8_Edjs&>Z{dzUjX>lD1MmlqppKc&
zHvN9O=a0M?bciQy43Ci*&@Eu(=LZ1iBLjSX8TkHub{_D`R!Kd2jQ;?q*XhQbd>|2y
z-=o2XfDOUiL}_TT7UlHEOfNX!IL<TM*RLNljmnAmB=7l<2lMU6%%4;Eo<4A4NGEvm
z^8J2ZcGX2^ra;CIz0~*b)6?PGj%6wUk`4!7LGeDHK02L&`EVI(QAyn6Ilwy{;BWNp
z(}M<t0p?HKT*f{Xj=-PGjWwv9zYGpF{eHjHae$wZ->3E4^_~nGTIWr6(*1OsP3KH~
zB}Dfpr%&ne<5F-l`t;+OS?qK1$4`bo*Njr~Fb3W8!G*n`MxKJi^49x&G0ke~PhNxd
z`S2CR_0OjN00HUs{C_S4FQ6YE*8c#n<H2Nw5Dt3x><^&)zk%z)g~1I)@}($t85sUP
zxcYj1I7_~xzfPyq*8u+j9uH<H9Q@C3UB3{2%RFg9wyqn(uM&Z3P%Aeza-hE^4Hkh+
zoms0*bo6d5KAyyxQWvp0T4`$Qw%iynkbAGxcKCPvd+{DTN!M??Pn35p*UR@EX18q^
zHJJ-yG+D2H#DOuV>uYW#xU$)j8Gx6hJkOSuE;}!1StHAG_W3LJJ9y0I>f+6>S~R{*
zTe1slRa2SuAp)vdRttrTMv~Q5<V2LDoh()0(VJ4pLZmh|DKlS~e`1tgPI9upbWtdE
zZx>v`gF%?|Zd|`si^|(V;;5;zhUm_DGp5y>fabI9lcZPlt{NUoREOj^)J2#v<{ss`
z{3&w|(D1hl!p!T&>*me<%G$MioK{j8uU~gPKIf#U%c<7x%DgD+i5jyaRC}dnEjpbB
zmfe|5wrY{7mhB13OA?rBtYtTSSaDrxX>r*XyDl`g)Rm_kzqyj)7Lo#zw5M1oI3Yld
zJ1Z8U_EY_szifwx?r~l;`%}X8gW;Oa=OxQ*s;SSb^0~|V#T<;XExWF%aaJgHEv**v
zo6Jk8s{Jj-D3qE@?=?*JhNzP&br{mA$gESn#Pb`%kB2^UwE^yPa!Zw5&#%IYwnf==
zSQgBSof2h0a-C9}Pp>ymMP`ikMmzFQ{{ZZ&gj_cI*-EqofMCbu0c-e9<<<WHWm|RW
zi?7mawUac<nM$c3wDf^;O{FErBGjVKVF(CAIYe<76%6~NoTTU;6M2<JOq%a0dA(A$
zrizVj6KQH~a@dxCVO1Qb1v^-`COYG)b#0}@X@Z2HsHd@4AEw_iKjiRzo>wFWBJ#?G
z%w9yQ3$H&-jbmQ(?g|`tpQ#$NiFTLFR9+I-5mQv9`y?90H4QYf#C5RHLK8}S^!orM
zaw@j%t;_!a7`&UT&8s_fTy*Pqo3yIGD(Y-PxT`PJphPu#Q}@*tQ^Dq>Q{u>yD5;+{
zQIaFYa%5(lFk{F(PGEhaJhxbgE&<GXY(%XKk6dEWz0A}yu-cHP>rt4!pHVnSEXZy`
z(y(<Cj16nY?d?F6<u{!^94LZJbs{{oZ%Dd%by8_gw3m?M(Jm%#_^XiP3QOp1reL)4
z7L_AIY6=(O&EK*s?F!{Aw`;O|Io&t?wp(2IS2ro8(mAO|odNf0ud_Zg7EJoJZMchM
zE%2$-h;Dm3CF0m=Nh_FtW@m@~TFvDLI9TU*hn`>DH<Nt!uF|Hjn!K;3%erIJA#(SY
z!Yw7oYt-gzOw!^^dZhGPdy7OypP4<@+0`NKRhxOmy0j^>kdnNl$jp$i0fG*xGa$h_
zTH|WJhSJi|($=$BA1|Vpy=5KKifPxW*5j!q4g#L()D#q{AxR1oDoiSy{1<qH<zF@J
z>+Z2?Q0{9*6bqh+?alqBW)#-gj_)Wr_bsQX@+h(<N~$vrs8e5<g;Qb40k%Dzht~3t
z((l5Bjp2Kp9P#D7PSxh$E$@oc7d0~AiEE-P+h*pP-MJuKY7E=ABpNl@HKYn}pDDF4
z^bpHxdFX|t6UU}|Z^GAun^hIos6G)qKT%q_{Lk$Kdv?;P+N@Pn?Gn9iso6~0*98%>
z_@Z3(>Utz0DUjP$DGEc0bT;A;T&3_0_I>g<nJ{^|%HIZ@x3u|zO^H;42D=NGej+7^
z(Q8p0fl+O$MPr=xN(*K9Zo3^WqLdwBw-zI<tmIma4?j*^<Dbawj4b1k_<uY*ux2{k
zR*;l~gaL;EO4JmQg1uUO^`40-+fc@mNZ{^0MeyoFD<FZVVswxcgp2`<VE_)B44m-k
zRH~e_fkdgkc~3=xVpC>3)R<RQ@PQr1VmYDr6H>TpY`PgJON#Rb9MVIoAd|#hr*i_B
zR8*H+IXXbgN+Aj)DLEZ56R`<NAmkB(cu&1>p+N7-Mv?l7@;@Po0Tx=rVQ#qEa)7c5
zfgwsz3dg=xsaVNg0m0uRZamxlxR*6%<Np9=wp|VtLZca*hP`yu-loQw^KlhSrNXzM
znI#RBuoSmyDrA*=>uyVlz}(+!H-$1oZY0hFN>reoTOb0gjC$a7$lUhG$DN-SzBPO$
z(0oSKxn<7l((bdX)G7@D*)^DUY^$=?VO7Ygt%%OMZ?2<VYElzCIV~+v9&IJSv^eV2
zw4lPooejU2%Rw8H%t(NK0;yFQ7q2;7l+&Tu{DQq{%?S*YJLlYWTW;TFI8Z_J7ODCH
zDN)?#B<F(97ga-4@rB|fslcyiL|b96cOfC?ZE7l72N?HI>y3>4;s`mx2Fke$Qt;Ju
zRBoH2k^JPfIgLxL$>mkASc^#x!K>37xcRMVHi1y1R2Zk%>Fv~nS6O6K=`g&<8FdKM
zTUtXu&VLBE#s2`!JMQ}a##E`)`sLL!rYBp=j{SDN+)DZ?a2}`%f(&SpHNuFY9z1E%
zooOixlMzL6$$|v+{+H*=?lDf+MAS;W?->M=9l0uL3eIwv?|V4hZhh8<FbEs~LgTD#
zcN-ihAbvO}@ajICPYaX4&2gDCrLdc_n<7-F<~{pzBo!mikm8+mscj+-l$EJOBqul<
zWQ_3B)jT9~Hk++bO*W#Gf=gxp0A+N5b|AT_vUli}k&K-5!GbPNIQe2UDYUC}s15Og
zl>?FV8+|wU@ywy*je=E?oFPCHjGlz_?Xe{F#@ON1ta4wP6eKCh_LW6Ur#XHrVp|{&
z`?g6L_+a-r#{3{8K&U}do0|q)WuTO(KONSJNZ5m|3FvS?LxTi;XYc9df`p}NAUKqf
zjP9MnvAOS@6Vx61>`x8_qs=a8^8LiQV)GXIv(}6hn`Z5=QBpJ=Nd*+zgmft&@1aQ`
zf<aCR;Te>xs3UxOAC_=O(DA0UAmLa}b_AS-A3^i<z~I3ix>(!@-<<wt_`OdA{v&)x
z^GA^WDSz4rHZGgKJ8`)~%WFY3$D>J=61&YS;k#Z_?Nq&yH7ODd7urXcCR^yzwJ%0W
ziIrUI`&4<+;p3b<;pO$eYS>pLkIL&(Emoe~)K?+b7dgs=N-Rorijy^IG^EFJRC=OD
ziU@VTEu`gXY^8BW?BKSNc@<{GQh$5RUmJELQj(u_>L(~{_xX_^kb1V<`XZ85f&$1J
z6SNBPM|X>dnSLy;0O4>}Z|h3Zis4aKSdCY!-VzWLbDXzRKqFvMk%53XF&tchv_bVq
zym=EFYZ$moAO28G35jJK#qjZ0r;t<U%e5~GRlud30JS0&MvG{KV|*aab9@bZWXp>)
z?YZz@beQd2#{1>^ozj;bxUAXp8fC=|^?zhuyYkpM%F56H+=0iBNU1>5GBMW&>PCL2
zBXjA%urf%}oz6%gWAOex_%N~7A`IVC8qcZq>T&M+%<<*mr<h4(P&`5Mxi3i48HriB
z>6X<+#Vc@z>31xOHA!pV9$H~3dB`9gxPO>eEN|!udL>HMx+#zU0K0G^B~}A~;X^~~
zZTM>)@`qF~bDSPOJdY@j$F4{lf^a&6xyR3a@^`>Aqt`AAW>RW4?Pjq-o`MQz(Q0#P
za?^vhnGm00<lycwy^e5qJOGYI>GdCehY2!8`3r&4O^vUlMw-aS=o)zg%6W_SnpL%L
z(`Bp@W!jH_XC|px$xxGRNvB9F>6L5N7rsJ<#q|#k6zNPk5-r=zC@ngbCB`M)a;}yZ
zlbnUczT@3dT|vMa9A!<BvXXI*JVx5SHN09`zCvi8AvvJ7qhs0FuUwNZ*o=gI)U^)m
z{kIV<CmS>w^7g<+{7V}n?TzujXNFTY?6mJj+R_4UOG%h2T2q1VuFIWh9ZF7j!5P6)
z4l%;poL_x5i}Uop0JF<T)A`QU$E3>NfXgOirBnqAl~sz7B|@om@<zvUuu0D1xnU!h
zm1dSoij?azkfNd&f=2EA!{8K5XG}UnZUm?Vu}SA&Iqj-rK_g=p*SVx~KHF%Vl9rue
zZ6qBel#Fp!wkO;9&6;PB-Tlc6a^Oh9UX^X#a_GlN#<e09dWCg3r3@V@RaLwbg*Z;)
zXjuOMZ{LTCm$Sybxl_z*ZN&lY53>r9R)X0%1bbyVzwN6)#zK*8<n#^TZ~;0I^B)->
zet2B`^z`ZF*Ou1AlH?zQ>gOuC&uL#iM>1nmC`h?XsM9K(imlnh_JyHdqp&7Qw``jR
z{{T=#iR~CGY8_J(eV^LU+$GAA-JG)Wl$3=iWT!g}XMeBZ#5Uwt+GpUy#P!DumHeo$
z)>X{P-8!W@okN`-;fxg39-RGNthd{&ShoCiA)0JCib|tZrGEFy0JxArm#r%*M%xWN
zFiGD7`JdsArZ*?UCSrF61-i$k9GHm!3DyK&2jv6H2kbhdfJhni81Ii?hvA=1%@|SJ
zC%GP<%$}Lw*W<w~aHT6s5>!su8=QAI_;)9^-MBSER+I0H0C1tP8n)Z6#OI;wxZfEO
zoql7;++o-`Xq*l4?+vhfjr;A_`26@YNIFQ=I`{NDl0omDnA~^Zm6haRd^&B=pMgI;
zv;54Gvw|=?5x#owzvz5Bk_n$LmV=Rvw%gMN2d8{v>ArtIhp+PBbaFz+yfSviHtFhe
zf1iE}(ya8`VUEXr&(opl$7C--2N}WJ;nz6%@S;>BaV9z3Uix&7yzpT_73x6xb@lY$
zZ;xGubH_li4&-gV4m$h}J{`Cu_N;CP%Y2d3ZL!~d{yz>g+Q`ql*E{Fq_>bekl<W?l
zP(N7s^}&PhFbthQd=AI3IU}c_&VD=see@{(;73ir9B+}HyZk=_#Ys~3BLf)gxIK>l
z0Ly&!?ZyO^H|8gB7lH@g$r%Un1ZO>XNF#4QtXktvk-TAk{J#DlkfOBhlZ@@q_544U
z{B7n8^c}ax+k8LEuhSZq*jq?a98r9yQjl?kk+DuQw&QG^@3`O+R#bK;uG{W@o}ZTs
z1|~_i#=}Sl^zy=B*)9wM4l|y|8+QJieDT6g_-wys-H67ZZQ97joQ(Se<aHg$7{>nq
zUW&Hy9Z3sIZk+&>oZ%#ZchX0^GuWQ}^T9RNp(fw0wg5nKi&bp2GBK(IfDTT?6SxO`
zzPu}c;y3=Z{{Y-D)%%P807|}?kI-kuYKu;CUzYEiONdg_e(KJ+&5)%#fTZ9MKnFP)
zI}8ZV&$_Ehf0FW;j)>@i&Ugs`EkrC!v2TdLtemSPyp->p?Y2PS*J4^)w%|>Dz|?kV
z@t$?(RiU=pZXy)5sY)pcN)icC*dzi;#&KSp=;uV<U|0ElV{*oeSFO))o3@+6p-!aD
zsz_2is;xQsa4GQEea9liOy4$4htd!ug*sbH2vee|8EM>7m2bjSi|IdvZ~!9rFfDt7
zi{?x1B_L1Y>4}I3D63?xM5@39<|NDrJuxEri_A)0xfH)xoJ;Pd!48)dE0a>3_6m~3
zC@cj&^NJv(C?O~r!ju3fh<8V;Ti1s%4cW~%S&v4gvfC71Tel?3OQj|M05+p|xfRBv
zNpaLT8;wR=@*p;lrA%ST2SYZ~Zt`!Fmd%MWt8!TPwOadinw1`@Cb2-ND(kFHZVS?-
z8Z%R%JdY?xL$Y8qMo5h($V^7lE=t>J+Jf;7%B!owy~_&iUoYxcS1sUNpS7+DO^Hql
zox1c$btjvsp}2JVwK7auGS^N~4JHbhX}8_>TuF|MP9%7N2rbmJLq(ZA>W~Yy&yt~)
zlm#R($Xe5tP^G8@iBU?5P0kxpMC#N#hbpQdcWQKZbd3T4???(SE)sJiI#8S0DNxQW
zPm<N^dzh3)q#}tf+@!*(J4lNahMDr;ff_PhY4`~UOm>j6e1h71=A)1aaneg@uWz*O
z)2FAGHH+7j))lt*GU?1zCfpKhyvde|H!!U0dF84drBbuiU8Z@}*exOHl$Plb1YqoW
zkqq{xy$!eC-b#4l<mF<6ZN-~Ct6n`N6w^tdR@Tc-Q_W3s3ye}H)2Fhj5MwzT*%@xN
z7&OY!8&iSDa+Lo7GOC=h@mX>+CLM=WO)?ZmWnEPI>(oh9O6@H*84#+qCATe^GFY8R
zF<y|l7PQE7<H$^ZKg^Rh5RmrN7KX`NOKdF!wx)}UT62QhQdI#iHlWgw;6PS%XF`ym
zlZhT}K}rD*wxX2)=x`(@SyC3I1eIn&(pDCX%1J`<s3|H`d83idKN@uzmMz81{#;Nk
z9$sDQ<-}?YZqlUDPcUq1T|VZg#%^SKwMK@S*D_h7HsttLz1LW&ydu8T=&GAYX01w6
z@&)&9Q)l^=zqI}ZE=*h1wx-f&KjEeej7(+)ITOU@T(*+?Pr`L;r_5(k8)eAlE+G#E
zlkAe}@Q2AhZ}LjpvTth5xcwT`rqZKRDyXQpO<d@d=xU7`Q?eMA+m2Kjf&$tpkfk>A
zmnoznWa;wz&u{rZ-W_g#6PMjO7c%G5IYV1^fq2;To?cbxQSK^bZo2@}FA7a&UBdvi
zKuW&~w8YqRW>KlNdRvg#Oorc;J*f&&QaFjeG}ARmrFFM5uALd&LQqhbrD$;|2~kud
zGD(!B00j_ajL{w%>#0)GQdAyZK&22%f3sQ?qEnO-kfCCwD3pVshLe`J&D&-36T{`-
zK=DMM5Zt@w4?mve%}S9v7cQj0r^v6fb~{bEZQF;J@F^>gA*bo`6DFHE6$o>aJ5zql
zxUG{jxjD@574f;TW<Sik&eE)Mw(P!Ywj??{NcPNH+GQ@CTB*|KB^2r$dW(@`w?<r7
z)VZladB9yNT0maB*84Cyd*J^7l|CD2o*J#LU|eaSc(UaOF?pd>sMemj=l;rr0=aM1
zuByCPN{tGi8Vahk<W6>*MT-s`W%<sAqq6I*$IIH-v3YIGu2)^Q^|<XG^M}pY?nA0a
zOzCsNYINI?x`LQt=~B_<$wJDGmK2hNVHgSbY*q@2zr$5ixZ^FbL#`ziZqtVo-z+6A
zGKL*ZM4>3m%A92&D3G(5oL%8-q@zu39a9WcuC1ce1<D4hl+uMdR8-YM>S^4hA!<<%
zw$sW{0$Tw98|Mjg%F<gsGo6V40E<0A^}!vmH}4iXy383&U37Yz%3?job@JYThfyK;
zWw&a|Ohh^7M{&0RZzW^j0V+yXPEt5+qjPHgejtDQK~uu=Jg+6T-$3`h^&rJaN=63S
z^#G*%xXzOA2&U!n(a(sM&6{x6;@I52xFOX!mwQ%eGGJ3!tI}k-5|c=!xh1AQYF0}r
zn5LsgC~3HFDqPo@Xfmf?+AqZ`f$=t|TT|6<(=MKwv_@q;Qw$)56(uPNE@vxJl9VMS
zWl0Gq5O!TuXzd3Hdx$!QXsN2(s;Y6xC=Ale>jfYwODpcfX+lz^IHjclDk=#!yW!@e
zP>0LQc9T_GpR_5EkrF|5VQwXC<ts^28jYzaBT5zIwshdECw?SbRfuhn>yEOb6_u4Z
z*gGd6WQ71gN{K5<wg8Z<V4ZUdz|v^8a^=|^%e-S6TvSM$ki`j7pKYRtq|b*b6vZ|j
zN)YRg$90F0`wDaiHH4*X68tb+rk34mUoyFX{XS!gLLWo+x<FExdN4}cVuoF0=_Dab
zN=la6RHC9*7iFOG8fgnexEn@tm4c9<goR!SBQY>aM2o-?iVrQP9eGWt7K_X7^Cv2b
zRHKyTm=X-BGGneEw=Ncx0tATZLz+_9)Y&BIE5dS9@2MFiHWCN~=?N!@HR2BEn67Ks
z)OM7k2-??7`CFX{DV;%Sr70j3{og%Wi3PN@vNqHVfPvw%zY<F_*LU+Od1R=vC5Q`Y
zwK@*yLMRQTWl3<OTZ(biwseOANgOx4&hYtoOSmYPg&~^lc2yFQE|WGKwvgPZH0Rr#
zr~QOSh{{(rQk`K+LeQOIoh`T(gc=-Ky0_@EQWdpODrj6oh{{yhYO<Nv6$TP=ww00(
zg-HYubjFtheu|ff2P;t9w8oabw;OVDIo{Ad(`c0Vfm5qOLWR;`%3^T}yg@edtZ14^
zPHT|W(1VX;ns*1+Y=S!Ma5#pxl3!<;9KBMN?uz|H5)eDuw+7pKX$PP<@9Scm#O04O
z?;A1|HiyfL)~!}y_!Fc-X5Os7Q2}t>QA4rO0d6+(eDVrh!BU%AQgv)xe*(S}WYoEr
zU$1lPlXnD4Wvxs?Ey(x10<%h|8r@7k3S`CvrlB)2=#-_%j*@)l*!`jBqfCa`aT>fn
zsZ~@IHE%cFJ5xzZQ0rG6(~mOKjyDRp?$k;Q-bL}3#A#7S#A~S9UwYjwZA~*y$UW<9
zzP8Zpr@}(ekhvCvY(WSW1sQZatssAG?`4gXljXp;n;mj;FbBtO+i;J5p{1G_^An%g
z6ufl%uiciax}5dKPBD^lG1ren*XP->;r8-niB>ABytJ-Gol~jBa+y(;U!bmaRf%m&
zGiepcG9?)5RL5LHbo#wKGNJ+knh9uBPd&T?c#Pz{Np)4)!uzxBiX<gTx~!*>Q*AJ5
zwaPTvQzg(;8@Qu+5TLy-P!!n=u+wfRNp-f1rq*Bp%ya~jeb`C>CS*X?<_QOVF;t}J
z1m-puC*Drl*hzp1`eJtYY@Y0XTE=y?B|d#s<fy0}CqyPl)rA9uoxle@yW@wqo%h`a
z-{kF4y0u;fI(@}&%Y#CTDde*CR(Xi23W*J+kX>{z+m7hSI6z1`$Ob2PQ|5(}HqWNn
zax3)c7fnyht5WIJ2SisU!F)Fnmti|8q_F$yax2=RA%4`6f>|j#ledja5198;T&8Bx
zwkj7DK8$M%sw$kQ%5o~?LScxnDTf_xZspXcPm+_Q6)nPslC^Q0#cG|RrFNy3S5$M-
zAhgm}wT9N?EYv9}M5w8@i;fFGQbAOt5sf|xLeCMdVv*{G=>pMIu=C49ZHF6S=a@>=
z;Rp$J)Hd3@K&dK(_=<4YaysBcjxZLm65T+ok`sWRGbEBSJ<<=yU{78q>lI2(Ng<Ns
zQc_d`((4LSXW%^6^e7#=YW2@U#75=UBYA;rxS0~^>=quw#i;U2ud-B-y)Lv_Y=;3P
zC^zPN!C5%L;!<1GDQtwL=;aGZNK$>%ow1X?+DPq#*Wh@(41r<<4Mohx$8LPLu^{IV
z5@A|`Q!)q#&SGz4xB>=~&b`VDCg+laGMHk%SPh5i?kR($g$x!H9EhQX9EC^jPsfVf
zyuQQV2Ry=$b0)LNYYyO*aMtTJSvAV<?MU~m*Q*YRZ_IA<rb%wK56gYWT7ge$Q&6ew
zG}<Dx!)o%y#7Cz{QrmF}NlIHn3UZx5q+wlpjN}X)^v4T2Ty?jnT2u%f2ss{|x6f~f
z(}gV|MskeMQ=38pib)f&B_N%N5^ezu3Q!OUjKNXWAb@@Zfyfx0XU>O)-?7(|UuV~d
zt2>)quWJ6LFPJy4FS&f>0_Cny?u&XPX&3#waIMN6Tv6G$<Giofh(hActI9*{jdBp<
zjIyTf7wtqYRVG+e2h_r;lW0@TMTrsGlH7(}sWv>7wD3|C+RRWCl7p+EJ&Wn$A;PQA
z!nH7u`tOKqP3&auDa=ZhpF^h^?luJQ!+oUmYsR;A+9KPxC01g>wbShnup0?w$7;1T
zIN2+CvZaQbLx^n&TZ;sQB}(^r<-2aDm)W&6j`7mp5e*?I%;LjEhM!P5Mr^s<StP&#
zSxg8R>;0cL%U!N*>1Cxaho+@&IHWe7{5?}lg~`gC{o8GXMf@PaAWbY(Z97JdRfein
zHY-Y0$Sf(Csd<(W=SyvZQx&pfGv%i)At+@iI7(EFB!N*sYVRWMx}Pz*S5l_Ub;xep
zcM~z*Y%Vx#y*edDwwy{qXnAUs>tDNGw-U%!mWBYnn`f2xqZJn<OSYlSA!br!%$*^G
z2T-uK;-!VbD)SIj2~xBr2_JZof~n@UgAVa+cD=*N_v`M)pfNFr=29BCsccAa%w{T@
zeQ{hwRju}mZaUUqOGFnE+6XH1PRemw&dl+i9oi*u+Pb5|Dk?IzgsU=`tD&f+e8yD>
zNpLs{k^v}yKyq>HeX}X;Ck(6X;`pmYs`_S<r{8%CN*-demZgJrg@Y`X%2KJy;qa1x
zG2(-jcLhtA)eC}?O`Bg6Bua-G<V+CLvE;DCpE(g6TZ+mMR@w6bQcI;+P*_S+$F1M7
z7OPjS+8pn>YB1exsW+vwPNzJ!7+|*&pKQpHrNGM1n4<MX#p@_ee9UN0Fd(-myfNN(
zZO_bGCVz&mN>wNoJH|5<O4E&(q}1sxp=EQcOjYVN8En<z2cK$Um{Be~(OY_(TVXfR
z;ERzKrzW{)bvJ8Tuq_qWuH??DLZwcs$)`%GB8^Un?6~Yyr%ezUApy3cMN@H`OM24Y
zrKv~h4mHPVIFq$C4Fwc&3Vt5tDwI>41O43U!kYJ($`Yi6nOX@bDGJV0^DhqI@9^~s
zRg?okQ^Z?*B$9)b73`p;;7VVTQoO^!uoASW_yVVuvipx!k`_TrblC(RqY~<r#tGba
z@{~HBg!CLNc@?ST+_HAc-E4!7rP{4=(}REx*eB_}2;sc8lBktA$x@1x)efBEhTiIz
zUXZmU6rI3KQ|X)?fZ>1P^+i_YN<k<0uf#^6I-L?E5%l(v>5;zq<1v#d1ZtL44&L+X
z20cF_Bw|-=a{mAm&8TS*h7f*MJ8m_@_Ps=(UfDVN{#oh7Yrmc^^W&8fNg82Nt{Q<G
z9VJXiKqoohQzHi-mq{SC;AG=J%N=k#ZNxsmYp*flgO?QMTSLi}Yt^I3Qk1Px*%a%B
zd3m&g2D0=>%^dBa)oqYCK%gI{(nF3#_Y}1Rc|w4^X{Hrq3VM=s?vM|Xs%g+b8j?bc
z0duDKk`pCoASh=)PN(DOeMepM(}cX)I0^wk4){6FJN5c))8mYACR~gKZ@;M?yO2Iv
z>y7wIPL+~C#y1$x<Z-v*pXbDPHs*dL#=c)!!GKd_5=h7&qxgSK{yZdS$v8gn#t%=R
zIXh>kZ%+M;X2`~O$6rI8kK?yPzp3FDHcE+Cy_{t2>C@M~{{T(>I3_gydwmGD3>VFj
zfVFA|t~&lbLHc+2XLKz}PIYhC`u_k8T|IZ;>Y*?14C7)y)4#)^&%+!c=gHJnl6LQs
zGuIi;-^70cpUdxWz3^ft_}+bI!Uu}Ll9Hq0!=5^IWQ|9bS3aFsP&m#3!Re9Lj|@DS
znB>|s%&lO(N1Y{=wwwf(rJy*{hWW;}SBzv}gN&VAdx!C`{{Wfc8^t;^y8JqGwIh6e
z?poZ*&s=AG;~CtJhmQzcot|meHDZ|VQry~cl)`WUQ}CQihhVHL4Ed)yKJIr?NIWq_
zg(pHF+j3+_PQI9OOc;ruzn7<;CY`k>?>06{fFroo-yZ{zdw0e<7c!Y3rNj_(m1Do?
z9kbYNj{Gx}CjgY4J0mE@4^%8_K+bSRk_bQI)#yhLRUQn9Do2pR&nshwno`x!V`POB
z+hObJjua(QNd^e{+vsEtSOJUg^3)&H^PA4NT)iPlj+JEYov?j(#{U40{{ZE|4pz4c
zy$M$R&fhOzmftQMC>9OnU1~FMs5AV(x)k$9GE`19k>}`Ax_~sLU3S=$!|iAIJLeVB
z8*)9pHMSN;9uQ@%pbq=Ukce>yp+3-4zClpig)OaGh__93Kc$bZpqaXD@tB$Oj)$z@
z5mB%}3Bd<%mv6xQJ{jObTPJL1Bezg<kI@~*4&7|t)cZOvsjF#M1zrU_k^-7`aCy)H
z+z6D2^#{r5a9%*|r~{rQrIYq`^4^?Ta=R|0P<IG8W*k^8k~dIG)fLqxZ?Fn6T2bFA
z8y+8!0dfRKQ)rDoew^^x`}_MCqS}2beC32gg(^t{RvBT}PI5E45=U@x-1o;0RR@(9
z?Qz66PoT{Tb4nBDv{Fe|-37cU+?)&qwod&sw-@;LE4(IhQV^MVNwVne#Q{ZkozE4o
zcmS}L;JGdmBrJ>{Ex2nW5rlBr+&^gtgbr3T>{~i(w*-~~klP%)vlAHwTcm+lsI^0i
z;z--gZd{U6xXMaN5?fiZ&ju9)C<R((@(zT9(ngq42#Ew*M2NB6PTJoU&1Lu$=groJ
zokgiriyhDkWz2@C5lU2k_?1>wJ(VEm1IsRC3=O!H){ohNT`6tr#`2-kQ?i|o)TPv9
z4C7LKx_c>SQ2zjg&FkEa%XNMIv2}Thc0Vq8MB6J~TV|<xTn|ijWkX67X!KSijakRI
zD^BEq0Xf;egU>%5yzxk#HuR6m3r<N%5}?tdP$fLW$0!uUOGK*tk8=b_T==b&kfgq%
zQk8QZt?jR5y9L8n#(Q7KcxM2i1wprKp9y-UU;<g8q(EI=bw$Ax^lUuxg~M@tYVdvq
z#yde&nl25)s(6J#jL4^KsSPBU&ikh;EH}-^mV^z}iw&dr5%BqAu$lKw!7_79d(KLf
z^)`b96r?EXkug&qN)x#!+8f7GM-Ckw&j~g&C;LA_wk|iLtIA99V@ti2=Ae*Do@d)>
zXjXPtm>Wn?=m;cNY<o(_vZF(~d5?WmFG`wqy#3?NE2Y_NM|rl&+;#(1iDsEjWm#Bc
zGJvp@g5;$V3Ynf_eWKnE`EK)&9p=S4<e42VC-!}d0%g*&;sO5d+=@d_Q(IY3C{LX^
zglfT3lAm~dW!ewzkJ@h0S3APJh<hsIy{;%y(2h66xOWtNg((F{D;yVtv|nk0pcdPe
zyjF?gi4RgXWRGy+zQp)v4q>{!-uAnP@IauIs)m-Pkq)IQ2~Y;Mv3=T{0Fb1yO8PA*
zd3d<Tyh=lYrz!T8oYg)vX((mK-GM=bG8B+e9*)I9(g6VJQ*50o>J$n^IP=fJ#lO!^
zYg|0t=N~aEljBvZ6<X~^njd{Xvtl}y8>8FQdZg*IAVRlj%r@qLx-#ktkm4MRI-1%8
z35-(y)BCpjo|;F7?+YBv<~2e0RMa}1%F5|f_Y|>)91v*CRh)GmW=fiJr3pnKWoRUn
znoIDb_Q?3maysi)-Mz^BI$=thr6~)fFv|oDE=i42kyMvCz@LB2b?l{CQ*F1L73}Rl
z_S^0M024~M*J-G|lJ;`3mA6>$524^`;!V>!GOav5jf2E^+f|uYEGoB(@Z!Rdm(u!P
zZ3Ru@r`Rt5rOQRasyk=Im|9lKYM-zCBAr2ys)t+@)GA_A<4ZJkJ>nEwQWV;igikcA
z?*rD2Iz_)~@@m_@s}a-e?p&8OLc36h3^s+NAKP=P=5&-YwJm9j32f8K$yjt`q|}`y
z9FgVq@ldEqG^n)Nbctn#sudWwbk)h!5g9aUbvZRRV6xMhmWh*#Q(Ds72ysBZzC9mu
zyZ%kRa^x|m_>%D_bJv_-mh7q>vY8G=3dk-pi4_-$8UzBAsiwj}+#>*D)j1>fA9xDn
z%3;WFl&s#>c%ifVR{EIjZS}g|515v4%Lvq<2|-Ge+h9*0Ui&=kO*gat8&yV*JKCPr
zaV{s_tBUdN*m3?P$GDAK>6vkqRn#tyfd@N*Ez#4qqLPsFkGPQLJYTe&an8}zu=$|j
zTq2f`kx9e2Cl00I)U2SyA;mJ#exob`OU|ej0#cMD<j0RIPoFpS%Tq)iM{>8Dchy2e
zjj+?SI8`cCNk}9Fr4phwJ-`lsb{}D_B<l$T9N5n#JSY9He8@tR%YIT>o*gK4d^sxP
zx}!j--L56j3zDVO?qgDZOQ%tBO~;89q%R@3=+2%!me^dC<)1C0GXlo2?OR$iNJ<dh
z3WZOm`-vC;t~7KwqmH_iN$=Ef@38^2q$MfA>-TmT&u`2eXZZ1_$2%q2uF^N$@!ku=
zc(po|+MT4WrcFf^N|{hoCbo&dX=}Tcc$gK8z8FzbnFu9B*WvtYig2}O;q}!tjsT#C
zSai1YAwn12JfGUJ-UtqND{s621?B)pl?zYo0_R^e-fE-b>&8v{c87ut%WBt^H57FM
zbuEC)(jvia0H~)i;Uy#d8h{*F*Cjr~ZvY&fFyx+6wSU#(=vVDK?rfUM*6KI&J(E*0
zKqLd9XmLG`cg@fHB0vO;AH(W4{{T+>eG$?K$nB25<=64f`|+d0xK9h=6v(3CTsnt_
z(l!8Ymxt1^M@)zS0EQ{sZKMbQLQ*+mtyOhpYpQy(rTV9pB~Mg5<L;=PN}P2|Sv_YA
z{fWtbSaRkAG^-Pr)`h19lms@-4&SCz@RWVfRUSGPNbFRyaq!{MYL=9baVbc^*(eF^
zw?H$tK+ea5rrJp8Hv}G;$lKxcKcB=}5&}m<w|`Bx{(n9+K+r{r<>lqme}vwwlc}6X
zes1_><mWsX4)X%efj+w$1C;tz-vLh2F6umGdCEg{`+}Uf^%TZs=iPi$-*x(Ht6PFZ
zH<0tGT?lxG7RP~pW>W0lYTuL^EG}bFtF;R*s{EIuGgYKfX0ZlInzgisX|*;*LLyy?
z>*WqO=~OqLN)}V;mc3V{+mt%Z#aWcp8a2O3sMhN9o+LF2mr928`i!>#{{XX%7CX-`
zueyWO;2$BLK7F(8k!BA#JS-}Z^`qfR(!A&1Htoo@Q~85ZwQALP4^?l9Wi=^NbM5+E
zdK^W$PloilusrDw%q+>90u$al?Sry?hV3^BpjT};jaLOj6)jOv@rrb;GfMXqsivl7
zn)j7WQAbZrRaPmPY1-vewki~c+kGo>NndB!?l;ExJxxluLp1eCTV?8sT7{u1aWu(V
z%IVTxY3CkowJek{9Z^J;G@t}E6>k>49cYqiRJa$#8gtcp%`%G+(_Ak_W!kLPAvZ3g
zC6v0DaASKwlQvVR($r?%P}br@YMeHwGVIH4*<@4eaBI!Tko4Cl(w=TaCl>NhfR-F-
z#{$sXZMHS7K}%Lup|DVd`97|>QLrxhB}Rt)7b^CJ$4jkKBrY6Uj1Ss0DuWdWZodMc
z%kXDK_Na}QqD_wUNi7vIC6^gnh*z^84L%(F8vUexAMGx7a@O0dcxUHR*5nA>(_bd)
z2A653{fjEALaNV2flw1|fkUrOp}k&@PJtep^DR$QFK<|9Sj_Bqv!2cSFzqJ@O*J<Z
z;&r{EXNd6Xe$dubwzN^!F-mxnxMP$ow##g$zJi9fp{nI~$GoClBZ_3c$a;P^+KwyQ
znhKD!PfbrkTB&}9owy5Vyxlq~RQs+e*9&zOEjC#~Kmow%kcAZ2SB)NP(yreQoYJ7i
zbR^H9v86c*D)vgfHh)d>aS-6+Y!ZI%{&K1Dn2{BST~4K<oZ)S0Qjp>nw8kZExP>Le
zsA#}aRkBKlLP7Pd&R??Y#Ro6rR7Ea_X84-3*4n{#(U`7Z^DEg@rFp8AYE~bSZPlGa
zTYEJkp)O3vKnae5r6f{+H9R%h5o_~pw<(qGQeM%L@+4W;r4{=IzS7ok5U3Ss=%P<;
zN=iddGPui-la|&(haTiknt~uiZc1cLfzwIn*BmY@1tLP@mCI^1RVGs62I?)PPL>xu
z#!5uykeMw6wxCHR!b)}{B=DevZ*uMpL2lHj^{akN)G6aOn^1DA4JvtRDs^m22TFX<
z=FUiC3Hzx71BXuQ<QFmQ@}`wba<L!UQ2S0qX;I|5%BH3A;EMXZmy#2cswAl;U}Y`f
zju16OJjB4n=+Ys`YCAzurbl)&=^ku>yH6pvFjNQ%2_TLA2MCg&L=qy<eFz@B%yQRL
z0Bg2X0~$NDtIB~g6S6~va-5L@OGqzj!sDrzlBY=p8d!DAtYbPxpdJep7=^}Ka;b1h
zLu{830x+jR(p2a{Oxe1OmdQfFTM0skT`Alhqr!uwnO@Gvo@F!x<+S;U2#_QlD<G*P
zkU=>a8SHp9iWMTODm+$Ql_AK`T4F3lT$3T?d6U(psO%+fxUdL1TR|fuBfk?M=17?!
z+h8C>O!@OYB*DRsP#%((>E@A5rBH;)jWOmnhpH7+`New5C&^e0FDNTcggA_PZ^yTP
z4_xM`ayOQCUoI?~oFi)5R9LVeQR+!eQKpNERN3nG#jQ03E>%KIxlR!;N1FQlv?aYQ
zr^u%&d^U4p@2XkzU$tb=XfdbLWz?tFmfb!70A^{E?FKzDeq}+&a!OE#W3rOrO10<(
zXVGnmMomG6)Y58A`9U6HWFhG7f<{ssQ30oufz_p}8*0;#ICugg0E-RzZ?40viNTA5
zwY+cJ@*Hj@*J@8?X9-mMb@t~n5_-6(GmKYTNZVvgeOV;?+1gE7-0<Z+<c3p9yQ$IT
zIzSLBC3I<_YWt`S)KbH5D4oB%xbkz{<s{QBBA(nPk}#5`4b(s?#xabZ!_arh;ZneD
zJwV9Y1a<A5vCw+|01gn5dkwy1c?|$EOi7I}V)CQ5+sR6rTW&U>3S4bTS{9Sgr9h}2
zqi}FX<G{fff^&m`vFqua4f_23K3r1$y?@>oqp5b>xoZ@Vf)(V(n)kA;Sl?VXRODAO
zHX+7TI(Nn-HLv3O{G}xg+!X39%Nexg*WE&?6a2L9;*}yMVdW_WT9*I<0n|s{4Dj1n
zJmS|Me6Bj+#fmMBj@iae$MW^Z`ke8gi?4k@mUcZi{Py92<adg0TJ!d`ShXzn>aSPr
zx^k*F1Ms67wX01cM0lyExpu+^m-}JIBx`PtwKq{y3`u=V2H08RO}5sZk4}ede<BaZ
zg*yOaoyopvogi}%2h3o>35o&f`EAn!vBpoS`1i*F9D<c^ft=^3Z{vb6d;EA*EtHaW
z$=H$s$^M6KzYYVbk-xeL#&UWO^7QYIP66l0137tbH@8AW2?I<ROF2zR0PV5pKsow#
zA0JQRlep|#X6J_N3yR;PS7ADpA;`6AWIBTjN`~P~%VpNcJvT|uUtS!t*x&h`hp+2?
zI4Q76=ud25jQaFB>%tKtExA1b%eNsv3BiiV=I7Z{;7^?ilB>(Zt%}^~AzJE|?L6Bv
z!j?%cCCVzIGN&?0*5eB#>~furVe>2gO}B@c669Ao5zY>2a&oq%Ey%%&lB!W7sP2~7
zkrm2h)=-iL30tK&8+JaLiz)Bd;x{<X<GBaFLEG1k3SeUeKD|C?w_Inh;CPA3c3wi7
zd6YQQi70UkN>+uXKmwH{f|Z4Ck_?MQu_7IDwIyg;lBAhRl1NZI!h|Rupo5PXe8~G7
z{?xu$w)(kI;(1)yq{l`hQ!DosMY@a8+Rv8K-K{9P2ucv0EX&UL2N=W*<{gLjp>jcQ
zFPq$g<}GprY^B=Otys9%6t;na;eD6t(cKG3D)&&*NGBj<@%j-v4GZjkpO>$vU(p8r
zF{hhTZ#3JeBLxmNl^}z*2vSHR2cg@HM*Ab#R*q)-H^2~PWgHuaB|%0e2&UFxoyidv
zwbk){D!VU<@dbI-RG+Ju{MX#^YwS|f4*vj!&1)KZ7w-#(HC@(Qb2wgyT9COUCv&Vr
zPDc37+&nfXHXw5rTQRKeX;a^*I-ppGGX0BgR8+MTgQ6vRtxJ@pl2e@xl`Bp_I(YYc
z%zp_U9QnA*?Q<WJ{Jgt-^c1-LPTHoban-RYoXmD+p<nk%d=athjw>sipI`@o4rrND
zDAql1mUS5#)|nP{UDU>H#bl*k$52e1r7Fj`huat!;%d$bMyfX&;j|nMlBBkz)4f%}
zsp~0PawI9*HeR7yt;z8=inbJV4kW?CF<$U_3aY5Cd7z+NLshOY>V%01c}>(M3XK$|
zRtF=BBDXm`;(nC!YqqoZ9X;hGGFz)#{J@6Xg|?xnKABXS`kzt?Rurc-Y!nour00o?
zV{<3%IIxi%(=Ym^Rs(8nNQZgVtxLUyWCbM#MPyVbp|uQ!hUT-7J>>(AI^F*O@^^XB
z%GnF7cvSI=cUuoIrMU`^Q=eX;GTt>7+FI!oB}R~v07}E`d1~&Q9C01%{u{pBj}E2K
z+)I0(R2X1vDb#xWnJqF^f<I#>ky={TkG|}ei^?Et1wirQou^~_PEa8K0O1ZP>}!g!
z)OT!G_H(sd2Bk<464Py?v^;K!B_K#Ds%-^EB_Isl&kA$dWkQGd%_nVXTwlEHHxl7I
zL9n9|wUuz%7vP;hX=)u#mZ4+#;PJUg5nJXTCOJ)a#tR6MDu;5)wJJ^^0t>1h(Q#At
z4T^(MT0)jEJhUq*mX?o=T6J-T{{Xi<r@QR=3rJInrd6%0q8b&cNF**jLYY!pQczW^
z_FlCmNC-ldtPeGd`$@b*@}^*;_>S;ndRww0k1l0K*)>?JLx~u1;YqC1-eoArD=n(D
zkN9<r<T=*g+STD+t{P2NZSiN$T9Ainw;ixrTy>o(P+Yi^q|<bul>(*9XlWXh5>Aoe
zTw~f__TAuh0lJ@N9h>3_?*>OWFAHB8rg;F96T-VoQ2QxRi_|5T0001$W6@}PE9@VL
zx0$Zh@k&#d#ESaF(71v`X;;FVLds3ywJaU&k4<!*d-77YP(QY@D6cJLK2^;Uqi*R?
z>I{m!Sg==&k9oOENB!0@!@o+AMys}m==EAvVmZQt)Va|r4B+kvb}O$Sf-rNdalSE*
zJj~O6(60~I9BfgiRW1arY09ZcqRA*3!AWH`(%?EbDN<5Yaxex@8-LGpmGGpAG|OJ_
zVdSWhHXBsxZ1iLdEvZqejmd39DPZW5k}^H=Nyl&5k8Z!(AwdoHr~5YXs+AHu+O7p!
z?+Qo&B$c9zi?>^uM9d*vMY0F)6R$tTy`TFwOsj<ZP@!-5TCb-~UG@roiA={;3S|qA
zUr&adg_NO4IXaFIFs+FDzP&fwr_(vdn(9~Dk9J$`>7t%usxlB;Wi=~`lUm9~5}Y$}
zL9YnlAg@qq_jN2GL(9^0oO{Iww4OavOxx97$Ni>JJhY^)oo)6d;*wH@S!wN<By0nS
zX~7;gkf_H1{{Ut9dv2)>cGI%2wvz$Ct~!j@{u99rT69v9Z3-h2XTz0IkNLlHC7HBZ
zM8?|W=PXc{P|MIJXho4iNGpDx{A9f015)0U%!gK@RN|CQOU_eiNa!ncg`LR;9ch7+
z_dq|gBq1Yis(oN?brFsj&kl6?FL-?9Y==v5p?|UdS`TfQvdb=MvZ#QjI&`V|iwejs
z#AWp)pL``FA>{UoY(*bqWYk_xPqj~PM06{%qrgjw3&!|d=UzjAfT(CZeFBWV+j%B(
zqun+J6RgU5krHE=$BitgxU%LzkhOd08Hmkjft<+w;9_|Q!P+e^ZEM;owVFHe3yEvb
zob&WxlBEQVYN@jtGmZj5Q!ymTbO5CU5HcWlit83dwR2Fe1hV^)tCZ!$lQcyw!hWMm
zS_Y`nLe_~bt`wNbLxi^Cg9;_2qylDSnNp`LIVtxZDNdAmhumo&_$`*e4Yb(XOKl|$
zq-+v6WVz{We&6NwN!HV@O$BJKM*x%ixZ0YXj2z%Wc0+^>%9}=ZPSDk|<BTj46jC#Q
z0GUV!TS*`&3ut%5^c5_%R^C(;$qf}}v@Qp_WCZ4dd`2Q<Vg}J>CN$X2sO*;#l^kQ-
zU%KW`O_FvPARY1sa>{thvsGBK==U28wB)KqLC8)i^cAuhoP<h-x3sq6i*3~@(ODW$
zrH^cIx9<>mbV9)BMmpqe^*PBH#@`;e--W&7Mi<{JYt)1%T*;J2%s+Qg6<Tscs7e5k
zGG@hVJqb#V{_s3;d{vV56X-w%%$?&?r+Uhg>qP$m)|7+N+GEhTMM7!o>6WrXMb7Qw
zHSQk;hrqbMbmFr0*A>q;>*bA8mJq3Y#H2^9E|RvYH09Kn`znV=kQrK1wnOu#KJ)sN
zwYfS(#)8uNn2AM>=~S*F1>xd8G+3_Cd3y)VN&t?Ei|BC>kc4F<#EME}$OLpRsyjFt
zEWCre70kHzRO`~MPO8tHGCX;!T|P65B0CWz0P6vm$pNG(4XiY$0zAbOD_WF6Cyf%>
zZG@=GSxT{}wu8E{(JEF!N=|pucRLfu7gF05fttP`wx7y`DT+oCq*I_TD#37-6}rE6
zbLB`foUxeW(da{*JHDjhsClgJ6unzgv^i4ZlPHFvA+`}2tbnB}Qmr78dAaWjhql(I
zOQ^^tUi625bsZ$+w$o%LJXZ6#X_O&72u?`jX%_rCKrTvBUT`F=AQBl)l;?fIogjjH
zB=o@>hb0Z6rjpD?f-qHtpkNSA<x1R~gTAbs=RMCGHOkwD^pM%fixEi)^9mG{s1im{
zm0?Z*G0+49xlkvE3iP0%E-e(a=uAUnEF>8TNJyP|M)xGnANU6pN}FxUs+FACmZGUq
zi6v)SnYkj<0}>Y5@Q-NoE5h~B&B`^)HZ|cxr#n=SM%K)>BnW8p<V9RoS!>zaeUzv$
z@sy{TSZuAAedKWwZ7x{eEGSG&FzZWgB><9zs1g>Ff(kNHLB_m;j-c^6`FB_U0Gs`V
zSEJT0*zH@BVabb76$XF~wInzd8aqMN7vyMKkkd^z<BHe@l%b9xw=ld)y;ga4{{SuF
zuHT}!sfAXbN(EM9X9(31pfpojQZ`D-c3~J;Ty>QWDbZE&TIVY%sDP=XQ|c+Hd9^mn
z4MIjhvI3UB2vABw)&Y_LB!^T{@Xi>Tdafwpr>zYo38iJ!y!-1UlAwUBh(w&d;_@a&
zQ95Gg{1#RvFPC*oZlnt{sB<E`xW&fYQ!UDlxY|@(Qh-17duk~v%0r<l0Q8WTEZs};
z!nQ~x^yo>(dv+)0J8@WFXT{p&DYeQhnM-+fT5S0m-E_F)^4oE#;HgVdQryuVdX%N8
zl2)UflbO+Q-3e3f2FY<?t6+9W&c#IR5;A@#2TD|S<F4S!$wl3`piMK6Fr`LNa=288
zNh%}2q<{$|Mb0>0(6>BIZnlCGR?R&^Q#p*Oq@i-408+ceEU171nSnSFP@IN>mZgF5
zC!y)zeB|^U_(n{ryy~<z3rSJ?>ifq4pLAnvjq-A?+Ce$swb@eSyq6TP1Bdr1B<Rpr
zg()E8askq^NgnYd2Lr5@2}?o641h|Llh=IbYy{`-o`)IFKrT5@RUr}t^4IepdK=?C
zs$d~bT>k(L!_S%Nr=C8grd~)w!P1pD>y8Wqt3e}t>MB>d5*P0hqrX$YXCfs)4H+2<
z0A%4KY;T=OSHzvpM&~?tZ4HE>rj~LyaO{+<oB^J`<6z`()k+~FW5dy8^3r8!vs0^u
zMWiKZQW)JbrtB2n0U=E^utEy->nKoDNye3NRclBRU><znXa=XIyPHlf0WbjQ2P`(W
zy@^t}<+mCnbhQ}@{p`mZUy#Zaq~SRPhab*X5Y{p`Q3HM-DugRbl~CiujLWr)mZX%X
z6*@2uR%)^k5*%3n0JDKkVPq;qx64r&NIqiRaatTJxp~1vpj_}dJ7KDsI{B%&A*7)y
z%@)&(78~;(l~z+LE<ZUeFrylj%7mxhP;y(bSs~RP(ya*e7G_lE&68ZYDj_DRU#OI>
zWVH{v(?K9N4htla8VqE&9hCn7g-a`OSrv7~J_JEl@MI=`hyrC_<uC+-XG5aJG7^-y
z@K=ZeltPkJ5ARF}Ze(T>rCcU1pxM)`+T}{=X7aphEKGVlDJ|1&##ut?6d4j9j<m>t
zwWK)o)}yrKcj_-E&yrqIZ82Fw84gh?Km(>a0oZ!}zpohc+D6+B{{UZxe~;&$3!IUh
z_3ya(;~x`_-krU16t$@5T$L!@X7;eT=cTMP^2MCQkYFSx0zyP3AVz>}H9L}InKOYU
z@PcxBsO{)8)c*hvkK%Z5uZ1}Mi+048<7$yE)3_r%<a8@esT7%w6*St4mG0{WDJm)?
zd_W2(<lwB89ga5t0K!4rwgEo@>(_{(&yIDb*kS87*GqM4#<0Sosgz;nsPW}Dpt~hG
z(5Xvl!nPQ3Nkd5f@h1)WZM@8-WC$}LCrwURgBqP<$VS+-$x@aAM1=U%O_G$R2~j8A
zND*@a`{UFf*h}_aa@U?-9<1*a{PK=2+Eu{iMjtM$CmwaW3S!$;DKr`N>!mT=Y3iJp
zt90s&XcR@bnsZSiCS3OBnXNGp`|Yi?`GIhARhgXC@F{$A+SI1ojawFXIea|xBv_os
zg=@!=Dp&Su_qJ{;KbTf+*A^^^^JP-15h+xPi%6X!9FH-yg|4N3$G^5`oWEx^qSqq%
zooCDEmxq_C(rXYYktz}CcjqrE6*ZySx~%E)*%Zpf7GwTo*R8s;<20&*-j@ciO;o9<
zmFnup`*yy}UTx8%J#}99UoWJ{X(mMvnS86dR`gdC2Bw^yYg4Yu8=)sD4lz@4D$Y)W
zkU47Z3)*Hlm0fyNiq=-*!&HlL<kNl-kXgyx_?f6=SxYGdsH){E7^D5<1ED3AmXZKz
z>U^T1wdG1(GJnKv+l98HkbsCj9C;w{%gMSNE5-vnkoz!s@o`q<)gwCF{wF!7Nu=`5
z6vkf6Y4!UnmYlJ%tG8S@YEWC$g<Vh~Pf80iiDB1RSGYL76(D$?<R!aH@r`F%cRw&@
z+l@5sT7^Vr+^E_wI?kq8vn9qZR4urWR-j_j(K1AJpm}u^PV*#r(VnsP$bFNRG<DW!
zoYZROn9>yMRNEhwH|*-G%T5YV({pW#Tx2b0WEbVK-hT4ZkVvi{6hHEis8#AMR?zUH
zWL2!WljFMy9M9&|Mj=(HX>|&1QmyMXl}@EMHMFQMB|^7Zn!_%8?$KP*F-^`9$GEbR
zs)U{rmR$}uns?uE_gzngD|Pjda<mqpgy>|%L=|0XloE<o-de~BQ}v+;4YpL3DGfFh
zq^CIv?+EcI03hp%eDMRz2;7h7*Ecyp&1F{vPF>$Mt5Pj(lE;}kB`S05$8uW@;g;$x
zvZOOnWw%m>XSXGhq$2^jVG$fSMMVhCoj%tY_Hs{9qZivobGH8PKvbR(j9ri2vg#KN
zLb$7fuUnrwtyHVYo%=#{R-sUs^qJKeQxxm2N|P>YkG&>B*0s9&oKn=Kl^zX{;*R^{
zp&p~Z%>4ddymqZ6#I)KSbG&s8p)NU;C%jrvkhSFk*^S5%1maQxjK;!ZVo4AL$<Xti
zFRl%#RhV^(?Zs}=<+CcQYdKA7u*aAqrL$M3qNxMfUY1yHdR&IErxgsmSaB+0;D>=n
z2kJ!l$1g^b%0_Uv8F2_Bu2QlzDLulHqMt*z2~?>{AgM|v0|?5A(wvilo`4gO1~5rI
z&j%5tNo0b<?z6t2T6JjX2pH0&^gHZxj)&Gm&ux6HKc3wuniO;+S(vdGI|;Bc@tYhO
zH8n<4Kqz1~rEGWWq#nBglk2N|k*9O^W*+CD-+tYDerNp82`1_ijZBx^M35t72`x79
z$#q%Ow-TkOk1!oYc^Sw9JRdbSD#<QFZ6K$AW_{)rll~#*nN6ge<bc+YFalAw8$7hO
zmWhjBe?l*10emDyh>3|XXJY_!2d6D9g#smPHyyuSzn{mq0-KkUobT7aQR{+1J^FtR
z36Q7`01)K12?J#|%#>#dKYcF6P#FYdGNXV!-0B35MSc`Jx{+spetLCoja9A0o`@2Y
zMQS}FL@4qiR4S`NV#27rx$Q0_R~MNrw;^a)@>RluPTz0|_+RDJh01gSV^RsRfin_F
z(991p2M#+j0mkE?&vJ3!q3gce?VZmCElL0YN$b-)=lFd7UYR8_(-Q#+Om`jWk7g;9
zFh)Th%%?~la!=jd9s~!J(!*}0ZMoeJB}i7?aFqZ?52vrlaG-<mnBN7+7K3>ati+RP
z+v6~1B~2oF5fV;tN08v$bt*{!;AEVW&<*`b<K$FCn-#RnjUGx}Y%Rn-({80@(dMry
za3~y=osQ&ebJQiLNhpZnN`|6a027jZ^pnsYsRR%<>w-G)popZQ4Iw=ekeuhH0LRne
zxZBqx5v)j^Nc;Hno$&BYfjR@o?2|Gk<de$XZHCq#hi*#3tlgFLSoE0{JJzh#YP9`9
zrsnCK%qFSn{gxbWRVFvHve{HvYHg)Gt?~<tCxtyO!l&EbeKyUyFZ(1;F=Q><PW!qk
zt}*Otk>w^DT&T#64Ye(4G8tinH2PB79zxKRq^*+ZNE?LbZMPp!ufx~lz*w?Nl^Gj=
zmO@dH)aye>I2p&jhkZI6WRr&n97zQWSUkdtOaLNGl~_OnUm!3j6-ZPlScIt{q}&*S
z3=F)|0W+?+H>TFSLR;Ym-0>%UNNv557W$%ESGx)W8baTbNT$@(HpZh+DkD3RbHd`E
z;xomyy@bnalDxuUBx+o`EzM-laUgD=Hl0<tA$hAf_k<)ioa7*c;YlXn8vswPbI|lV
z?mar^9kGrEB0wGg05Egg8};ko9+~3Pd{2lq8ERcI5uAm9V1LXCNt4S?x(ceJq;hl9
zG-Q7265PNWwv-##Y79vvn_*8g?IW+*mu;D3^Ap2;!n)n?YRRHG%bUKJbH#knp|?7w
zw^3PvZJ0@EhZ45EvP)iivePPCgB(88&$Jhknn(7w*yj%~*Ma6P<K>lpWF}8VYN*>O
zufx)lkX#OVWDJE6QcP(}&6OcaN))scp=Bx5l13GzoRo!Q-oY6i@xZX-YZy{epnBv3
z@a_)TJvSY<$>QUEpsq!fmYgI^sSr$&rb3WCW>2OnuY}Pn-9v~uL4-JO*Y=(6nna1)
z6T;2$ec@*Gki=R~J-Kkyr`D7vC3e3W+L)EOjVX2|#rrZtY5?w)wg}%K5OHO^n~lq-
z<F!+^?#ou}ohhX2okXtEYV5Ry?pTPZGUO!*$sS_Tb+|wTgyB4S$f{aam35-kYTTk#
zn^)d$qf3P`3;Cu?E)QJ%bLqoBcXIB)<;5;#-(=fRZ7ZdQo???ywoCLUTBuZ;G|GF6
zW|s6g@1?qw*h&a}rxJyPxR4ZpMdrImwJiu;DoU18kWk?lQ2=;KRm>lIPPnGN4Bk>u
z`-vbZ!kbFLAWUWoL`eStDb!=rM~un>>U^J-R%ruWv09|m&e{I$DaFzs$8C*4rwHy5
zzH!AywL2KbH|^Z#=tt-E;yc^^BrlkhC0p**t~pd6VrCok7Vle>Ql~~~C?S`rRSA-*
z(g{;ZbRpJLhf>>tT7V%<N#@nLAfU~q)!{8c3Q|(j5>SAkNj~e%xKfauk{cv^PRG9C
z+*X0MgG#Ju60)R)rNm_fCP6DgM1=#Pi_M^s!Et^M#NDXxTcLD-*h=!LrIJ!i5D?;&
zK}iwe2WZ3l7NnG6L26}5+%2-Cs2%qjaG-u)&xIowB(RX!tGu*~1hpbcoj}L~0jUaF
z2E%+HZGqbXrip%83qlLkh|u+?Qhl|z;(MojmmF*}jj@pCGmY?gQpc*$rvdC0N@Se-
z+8Ub~)nnH}TvCAC4uf;?<8iv0N8`JGo!&t%HnZ>qo$=4POIuGp<vmM0%9?cpZOTC9
zzOjeCWnFcfHZ0d8Q)bJx<|>^qxdt|)MyjpZH0LuN3@r`Ds3v@MmX-iBW8`WelmVSd
zQgZznjrPnr(<7)HV<1Uf<Z2iv1+p@5K^t&mVmitzCXFp=YMFIIdft}ew1$~-dYd%K
zia5X!s_j6OrDGws+yH>0ctzA9Pk|~_DG5_jVaR$j?JN|jx0qU*bqn+<T2zzq9}XOZ
zBrRxy03m3F5HhP!AdMCjdIcv4;?$%z<bq(dyva(4QUHQ;0(?j*zUoT);N^eWr;bW%
z5i{H>4MYRBKuJw8L=&*w5H}=|g$G?Wj`$&p(`}p_CUgmG9^c}Knu2{goE`IxvYRWC
zgYo(w>yOu7I-tndlm!m>z&(B+tajp9It41+;E#z(`u=!_INb<8?oa)y1LcA0x1Mt%
zG|F79i2)TD?2-WJl+9FCl^wtd1w`~t<AQ!;(CQA^bqe#59ZRv5PKjB07<IL+>Cur6
zreA2Ov+aX1rKl-i-;kG`S#qM%0kRt;ebNqp3<0;N!++_*X8Kc&T2+LhYeF7w15YI?
zAucv5&>ao92FgHnrknum7TOO~r14s<3N-JWz>v$gDS}2rm=XvV0!6Gq+ZL#lkHyo1
zlM1L}*?|E;)MX$P&5VO`a*{X1aN}g8sGJUiB!QiW@h7nEei=M#$7Bs7zE57iff>Qa
z#Bs@Ew^~WKxt%=VO!^Pye0^mpI*9=E02~~BK0dhYao>)rN&wj@1a3QgJ7E6+Eb*vb
z0m4!`oB@oUHOh(K9Y3Gw^c{FG+^Q!{B5o~jK3|~ajN>@YGlLSqfH?@|IvbBMH{TyH
z2X5s3PhLLpoM#3A05U9j{rO`!%xcKnao^YB@$}<3z(^pBZR#`p#{QqfrVJvc3<<^r
z`9VcvP$U7TsO!G?#&+BuxZ~!;3~I-1T~0n&$nD?bzaL#zq>+qZ=R0q){=e(SiOC!1
z0~qb<PtfOs5dd=yM>w^N8MfTMnqz)5jN>>lKiKJyhdA3GQJ>4d$bvo`22jFC#y%fj
z1#!XDog;CO26x>508l%3+k*`@P>xY@WZr&S-(3a+aqx`x$?fU&9-hB0Hqv+4?fU(C
z@t8h`@H`lH1C*5Y@6+SQ&II7&aB=e6<NQA^ITR9hz#H%1e_xkx<-vpR@9g7(`VXJ$
z^`G)1oU^4~xcT+;`F<E2C>%fuJND>(M{)Z4@R+GM2CN+R>G<qN1`Jr&g}Oi4pGT@&
z5WH1X`O8wfD%3h{c~N9V6y8%MGf;<D6;IhRU%g&jGN9Y8KTw3*?dx~gfF&*ZiSW%-
z@OGPVm|hlN<kUJttfV^+m#CpYtVl`%NOH9uv@vl@lZ_>B)>7=HVI^)W0P*14RGAMU
zO#4KK8UY9hE;vwtauAWegmpSb5(iHFEUjv#*GiHlF(vv9UL)aAs&u(>V9Rj{AxukU
z_);2>(vlUW#uX(&5)iPYxXD76VK4LfT7Nu#h+JnLFu6hYk9f=F3Zg=%b5^B&($cnC
zZimb`&0Os%0ci+|#OKl~ahp&+S`!*V77{{Ic1|p-l)rBUp(5j`*!=6|e5iHW3yEU2
zT;;Tv>QuH|PnL;VX_bu%P>TDWL)t4UA;dV8wsd7i7aoN8&LQt8{Cjv#=TaDM&*v4h
z8mjO{Xg5rc?6qOH7D7WIn$NRFlJ24s6ADzIPRS>Udc=k$GTeyIH6e#m7SrrFhnaN>
z8A{u6wJ8fqfdnZkAcK&2Fk`O}!=BzB?n}1%Z<w~~{{U~ulT2#gdfh3e)7_@SLu|Nb
zu~Vs4BC#pAB*bsbi{&=^YJXZ3`T~L`e;L7p5Ff(Vg$uKg{Kn=5?KZbba*xbeRT|vt
z6bhAf55ucfR|Zq5n@LL5Ys-|(wq>bxmQtzi2h^0jrrmWVi}B3Yo6Z_Sak6YmNEkk~
zi-7Dift>sa#zz*}#bbET@U`N5oIJ#(-rSDn7b+-pc($cJi8kB6?CXZFJ<60Cjb2-`
zqSk2_eGP`9$&XNu$|5;VdB$Fj>#BLwzLuIWgh-FSzrAr^hBA_V@2>mf`Hz>cA6sPW
z>T*cNbK7j6m)Cy%a&bSw*V;`=B~6bFw;EHQ_io=*ZAWr6r3}`z1$ueQ(oP1fV}yjS
z58r7;J9Y9qkyX_Wf}71t(vY<Q-~N;3v+Si^^oPnua95r9Fwl);{+k~?c@gQ3m!%5i
zuUR*39?hgwE(@-yY}V=a<r0?JcBfaZ%cn?>Os7C>DJ62|OL3N1NFy#R4Eoaj(-)ll
zqmt|nW7&7@g*~-6k7m4W+U35blqiGbs;?F@92rWBYh_9Y1xQ+xf_)SCU*#W-cs%2<
z>KxSY^=H|ZbuzgYrC7Qt9OHp;stj1Iy7r_|9kuBbW<2A`ZI;?;z(I4&T7pn`yLzQ2
zm0W`&nOde(>lE2YEy}0WAx5Y{lG*Bs5hb?tcaVFf#?+JP!G%bHubw<K_&DX~I=n(X
z%wA+(S5>jf-wT|etxkKI{NuW5RfXxM!bzGf3o->By+dy2zA6GlXzU_Nq{XK*Etl#j
zoibfElUApH9-bDwEAyws1$OwgY`fx>2J!Z18m`yw#~ivUkg0T5snp86xHRTkpwbsM
z9X=w(DKV--CXX!3R-(#3NFH<eB=FDAepW{0wd>1RRNh*`yBWTsTHL*<RrzH~ZtY>`
zB%-w<1%*1_fmL}@U0j!<)?(CY@+9b!A|tP~(}=0we*XZ;_vGg>r^BsstDX1fE~*sT
zaDf(=bkS({-4)i`4h9fkhUKMIj8K<6qaoMoYx2^aO|8vKR7C`(2`4d1kaJ0rLcCMV
z6v%>1$pm9Xs+N%TLy1aTZRTp*?#pOcNLwek2`UO9LEwTGkO~Syf`pjy5%z5IuHUfg
zT<3#s8BWAcJUl<q7?nNr$eAWRvvA&*dV|YprWo@ZYTrwX46@1!Lb8BBBDpM%WO#x+
z;pU>bBYJZRomh96w|!-(Hl6QNw^1%TbxQoF3d(BK_%Af$uSE_sAw>?Pr6mpzbo)N#
z-~6AS8h#j>yp=$!a<iQ=>%7(e-^Gz;+%Ma;K}n@@#{U4J(<4r#UeM?)BBu4tal|Gy
zKCe@0DS1!(Q9>Ol^LxmDv%kjYh7M}qRX-A57x~G`0Lnl$zr-dL%QY37ip#1!Y)xDB
z8bC|5>$;ZJLf5Fa;E^jz;nn0Mr3+9vNg_}p!xTv*$+<XSXg_GD+Jni)n>U)L-_&MM
z@4L+oR#I+yVPS_fJ+A7v>C~#r=t9Utj=6F=q~sK>C0R1c!24a7U81p4=huVF5=1Er
zWr1Ji^?IRa&zh$Syx9=wHR^qN_gMiXrEc7j+fs@{N^v^Whqj3tL{_bn<+y^?wCvYX
zQ>3NI4#ZNj3Q|(Mw6lYa)OOoEQ!j}54lz0ud=#!-b@!YH1waPmx<as3{x<+B1cRQN
z?qM-_R_BdRvzwU7Z8b`dHu)=3cq1)bwz8{qhMigWie}ofF6j<1lm0mj!cj=nq@!>i
zYF{n9GxLlkzFPQ)<gM`Rl!DbBuU4Z|Yl;imD0YoglA5z>-ygiEHm_8qoN?vepBz5I
z3f4f<29O6_4*vi=?fLPJQ%fgO9$6ZR#-f!0*a8o{20AEhzg(Oc0FxZfJuqIsXA+Rg
zrMY3!CpNLIGOf9)8qiKc+G(d)))Wa)^4MAF(>dZ7U;YSTQqunbkqYCbEux~P+)IxZ
z^yhUVLrPac{t`2dv%eM7X4L#{S@zW;^zi=xbaPgXYsjd3BhxIdVoIkH{Cbl#^9TDT
z)p9cGK77}jVX(SfwjEN`+EAqh6gX$?Rr^DEWJM>M(W#evEV`Ckr*oH-P~gl%Knx|?
z<+}>VxMeNWf};ENi4QMzCDIQO2ihu91BuL&1v!L+F&Socww&>Od@qQ$!YY?VRGMcJ
zm7(&(p_L^`3QCghUhIOB6bM#^`iy!F@R!SV@~4#k9lY7#MX>Gv0293Qs=Fz$&zS45
z9kS@ot18gfv%#xAe8&z75_IX@3KYNX?qghZ>yoWbvaT1{y7{AByTpegd25kIY7<my
z9Hla~hteg(U`lB#Z3+#oD$;f2-?8xot4o#lA2RuoZwh_AX7~o=)ysI=wtGkp$GJKG
z0D9Jh+Eu=)^w*t3aidWRn2%DZEyvn*rO1@00Cd1>U&cq-&v~~?H9lhVH<Yz1y*4F5
z5ihGgqPXpuTEbHGO3-_l5E{mUt#TfO-i08L-gF6ZpO;w&Uzm?jG!S_YT9jQb<EE^l
zqeZF0QhJ#%pJ)Ozk*K3VAdo%P9q@M@Hbj-@Z~+8tK?)r@=Nshr>$lI3KsJ9YJUDZx
zCB9R5isauh<vsyL1)JX7a=Ze*>K~vvF{;~3BoA@wGFAu~NzVc<pR>kFlH-$kcMhW2
z$@ZFKiEm;vl>5+?t2iL}2eHO6!GPMpd^rLKO{2@x6bRgnM<kLkMl<{g-#>x$;9?fq
zyXW9Z&(GBUzFb<R-{1<547jCHuRCQ~KKkOm^i-app-#t3Wj=&Dp@H}DzY+Si;F`9<
zTBuiJPXUsasxVgDhaHx-RuT?-;Nx%y2A-Hm8%Qw|y`m?P($=0>hB{Hck_LJLdVD@#
z=6BBmT1d#kMms1FuYo$g_WuAN2Tz;dTkyHg3My2#scco*K*&`#PPY_4^$L=e_Q)WS
zliP--rDWd}2TOH3Zm$h#I9Hnu^Z}0HK^jQLcRrs!3?zT2Tg2Gf!uCCEO|;hm63HVV
zZMn%Ew(pPNJ8&{RHF8s_0|%mg(cEvgH|dY3sNgFIl&m4foN3HphY+M}1~&w4jP7yQ
z1BU{P!Vwg>w18Pcmb09J<)FBFZ-b=o>+%2?X-O8;bdk$jkUpHoEu-u%<<csiE3eLB
z$zxL%M=ol#C@U!?E!6J!A8D7+y~0*$cGYE|Gm?o;W4S)H<Eb9#N)iqSQ<LyJ=YIQt
z4fylf_Ac9zZ2LAv$uS|R{LSV?V%(=VMm?@2q04IZQL<EV=4qBLj3gCl@>Zjddme%#
zuXe{@yWg(<zX9p++dJ^bL}c<O;&9|>eE$F-KK}q);QgiOP*O<*^#h<k%iwd^`eT8u
ztgCW<@y~2zd=5A4a6c}kNmh3oVE&2y9tO0dj+h|)4*vij*YeC~oX&&fKAL@X68s%9
zt?)lSnDrm6^S51%8d=+Z{YdMMgXP$MV}fQCzWCUUyWn>CeRwo%_VnC-zGQHiFlL2x
zRyW^a^&i821PpyXAIpGkk&dL~4!tsW81z35oqCQ0p!FO2kCwo2x_R>W5%Ix}p140R
zm+P+`W3Z_X2GBqx6OwVT-1a1&fCr8|eDf693P~wBI4M>L9-xdJ$N8QenMMHAo|;GX
zCf;1IVEwv6aj8!gW1>I+XVZQCI}G}c1OQrP47Sp>r&v;kak|MK`N1Ru-=|IS!d=RY
zk+FGub|*g`<0s}w9XJlUo9YKI5smsMe%s)0jsBbW95l&*Z#Nt3r{r*8`B2^SRN|6_
zYFStBTmb<jos<%-WbQGH0gm~=HEpP6u!oFv=dYGhkPpD0dp@UroFatR7Q&QVR-m$w
zaynx@G4c54u1Vk;<~X5}>b4z9vA5&b^msKo+?`L$?m2CO;@(GIn*1=}xhjJNryPB4
z2AN8h;?8ma8<Mq=umi5FXM~gs_mr0-(<y1Wqcb7DHWbKGR{TV)x`m*nxeG^<;Bf&&
zEr<GUal~@xWzhTzG-_)vIF~98IOF96>oKDNloALfE;_Vl{vd)5*&IN+jl(^<qXsm|
z3^-m$O4)hFRt`u2DYYd-bB&HhPUEi*DN<6EB*Lt#>?YB?n;g<3NH{=2BoQOsjmfl|
z*oZL^a&-}VeWlnuwM-_dabVGE5D_2P(uq@|R2X_GY`5h+C(4puNo<zattVI{C}8J<
zXtrez(xy8C#Ivo6bXhJT$62@Cw`heDLyhK7vNYT{(iT~7%PUl-o=_>qw5Lg^@qOO3
z?nu<@Fm7tpI^$NoeqtxJQIxqYONg1tY1BCTk1Z-^$Vf?1Q3V+XJMme3qVZ$mGJlLd
zK-u+fb#n%7qjAK(*s5F4+;fdCqb3V<2jICXDqKn)axivJl3dP&y5dJ{W${{(L&9q~
zgN>INrKfrIwA!+|P|^@q5t%AZVwJ$mV#FSJ(xIhYXAq~NLxC>TI@@V+VMRHYn53*F
zS)dddi}-=L81@exb8B>}YzL$M$S~ha&q#K4Hd5A|3PY@h;;w2&uyL!*+iV;YmeZVe
z?}j-vC*<?}9GHIFi4Idw%;z(<JCx{f-EUmBn~`;4sIi=Fu&3K?NJ7Fgph)BMMEhSn
zUHH7VKF~iDT)U-so$(1nv8fld7O0kGADleGquTV!T>DPnsUjo_4L;zDOpOsrn&X~R
zF;dx6ictq7ns$2TuU?lOHdXO*TsJv>p$WOOtCgySUZAM1Nof*7W>jQJd?>P|=ssr3
z!R^HK`M(O=<NP(S+sOrG)dVR4)PUMj+DeRrWe*nS1}efFa3n}toXSB+Knf%v%8Hgi
z1QDTuCnz!xuKxhFlG*zn`GL%98J`DNjilYxNOs|k&G{URzpJ!<S(LhI-`U9Vyt<OC
z$LkEfn$NU3XR?Np!9!ISl;d&RZYOwj@VDT8;jaG6=6&~cwfjLHT{^P9eaocAiRLE@
zOrV>hkmGwSIEf|6QOQYZ__|geMFP>~@?qK)VK2i|mqIQ$!jTRC0PQi1ZL)`bvA5(x
zndO<Wi)F(kgfz4%u#^B@TQeV*)Gq@y>vH&uU1boj)+|e{>naS(w&P3**DOm#+KdTH
zlEqn=-h5ijNfD{k*B*Jgf|kQFBP_boIHcuoe&}sUsi#;Wu(v4G+H$2${?$afb2kf4
zXC#P8BPmQ{QJx-Y8B&Mgs**`^8>~yGGSXC9Y$dW1schwMK%)exD*mKyp8-E(Edqf~
zkT1Iibxxy5in-D1embkn8Z}*~9YsaA;mPK6E;uD2*ve%o4<#r{!B&0c#;d!*583NX
zu`d2&^3vt5c~ofgOdH>keEztv+TE>Kro&tG`7sk7{i-(n$S)z8Ek~IZ@cB*>*(**w
zS_+iVavvc465q@IABO@3cC3Q3+~=F~2rCVgpeT;&2}lR)pN|r+hSm4M*6UgVQJJ?X
zmf}>Dz)*u#kQGFekb@)<2GF-#NE;|}jl!Z8mBdsb1tgMEZBLpK3<y{wP(c{|A^ysK
zbym6S_IOwv%H}=X&DYFTGt3Ka;H=bC(=|un+P4*Ufew9LlxPpjc99kXwJC)mQslYq
z52!q~6BFcFJh7_ZmL=0my=|(!!%4bgOpQxvQ6$Nh#OKGfHpFE~QoPX9u7<;D^Sqaz
zLuV_&sb8`W#P{}6mtgXml`+-9U60PQc))!Nay!+Tt=@N45t!<HtqrWwC@4`xK-xdN
zzviLW9#Vyn@}rb1dzzx5Z_cmVHJH+CGGol5%58@mOqZmsZ8Y46%vHujVh|8Qv^1Fw
zw;jhDSrInk+e_>vA{(e%L=-5bwn$P4AwwxbR1ir@yh*Ur78cqTS$#_&s+BIJ_n|89
z0zy`j6xy?ukfi~c5|eTaj9LuaYTuJiYN148xfM=~xdMF+_~8gBT8V8>EiMHpqz2hu
zTq!vr7%AZ|%S+nM<(Y%aOA0HLZ)~mp(ybQTVx2CfQ?D4(YV&5Z4M~03Axlhh{D({4
zQw+ybO$GyLN=&C-)Veg3O6Dcf6zd8Jer#%4_DKyX$584XO(~P+GNv$ut!hikQbE>*
zXNoevyh8I^k-j6U?jpR!%@o$zs=<kJXp*t*ZN-{jEkbr2$V^Oe<rdfqL|iGvG|E(h
z2S3`r(vHqiQ`gl~R6RzjlEp!#2`;j-%G_<v?Zq^eq8o7v@g+c%z*OZs-H_~~ov5s;
z;q(<W%-1(gnwAk%rJ<^Z(&`ZNX>|y5BZItYNX&wQkf5a|XCB}z?stC3x?Qp7R?K;5
zoc%fkd2#|oh>g4=#$+MI66zF%wA)(sY5=5aAn_+5Tn#0>dnG##02W(`89MY3QIdv+
zq5dS~5Dqk+xuo86^U14v&+x%})U7IP+sgX2re77hq!$G>;UF<c2!xP^UCe!TML655
zO5RH1H>pZe+;BJ)KOVGXMvT;}a=wKnv?XN^)7=@t3euvs%CnF01mtIJ!Q+6d{?MMv
zcqbF8;GLlDT|Wlmv|^P{QPxp$Fs9L0M@?N$RQnW9Qj)5Arj($E)EhE|5TuYgW<84g
zMdCCR+*gEldEO~OQ{RT_X{$JK4lb6Z+DC|K>b9x?4>GU{*-mgXrcyySK@#XtN^qc!
zAOIUWa0WI5AOJc6jk<K(gZTF!nWs~w2XmDrJ-hun?}LHYBZ`~1e0Er}4vBP|rGfz?
zF{$q)fv^Y5o|O!oZ_}cV+Xt4}@p)v|8+lPFS29w{l9d;tKuB3B%5-R`xr~mw!g~TS
zzZ$e&-aU}<2av@Vv<?9K&IJ@Sm)#2?DbBwN*+~!qCSyam#(hVz?`f2%TaWfPj3Km<
znPs+Afg}M6OT-(-lM^N}V=ULwahFDR8Pc8mWc>bKoqP3msRe5V)}y?n;H65A(uPLa
z)KE`z+XEfC@dr`jTHHcZMKZYRQj+Ep)IdlBBN>&aQQHIO-=RW0SJ7WDp^Iv@sepai
zGGVa2vIe9ezNC$YPf&iCmxz0G_EW;vhO4`4!rEJzi(xHSzutFg&aA4Zq;)FFktPh<
z(s30xvOj2*Nm7{XuMkpE0Yz)1W&(;pD(`Ah0GI}Cd+IShRdB~>e(Y!fkOD$er`G`_
z5tE&U0PEj`b!y~#bM3^+*22~M)E~H8I7)+?=^%rr2dF)>??G35Sj<|KBiallDb<BZ
ztGeQW&%3D&!)yVAm0`j`%15sYo=tOlwSHaoxYL-41(9vO^my=#<Q26g3DlzNs|s@x
z2r5busVPQMG;huD-|Z*tr?eb<hIVVS{C1~|aZW2zX{nIU3F4Hr+0x6elI2BpB`N|+
z8Bk78vQ$6-NXE5au`b{6t`}Rzc)tu|hS1Qmm)~2QLWTFTsm9tFS)_gSsOE4IOaKCo
zYXE4Ip0;`{-gnk1G&Y`Qg-Wbk5Gbypr`lzxv97w>;>Kmgp}j^VXBa@yfulo-Ds5<4
zoBWpNo#9P`O{Cm%9J(m6P=?rUpy^dcBSZvfi%?#t7L=q74N4E7Bm^N%4fuDtx8df4
z&6XYgvgJ;lSZ+(xX_e|^lM<y&n7IZ(b+SU^$!SXo5+TozDjcS=+=%WWMLb5sX;ryJ
zEt+RDm`y&Crx6;J%*s0sn@VX~w8v`bg5!@pXVhHEQSC2DcHWZi?NlN>@+s)|X52l~
zL21h<K{=p_DM=w#v6F4If=L4&QuA3}ce_zmMX4e@B!sFYT~Y`iJAee@(5%YMt$480
zw0UirIyE~@lv2#*&N6>=P8~{4KX}5NN5mX}<Qq~Pk^9)_N{`)jv7yADiih68+y&%k
z8*v7xe7)u^G{UJtq1I$Yb+#qKs8eG}SyL{dF0mzrvXY{ep-FKIZAU2~K<VOJSy#oy
z2id82bvA3RDYO>elNHF-Jp<h<DRl@E(g*;kgshzEaYW;bJf;EA>#n*R&q)1oQ^@KD
zht~?RX-I~krZFMD$si@v?Va<4tA61?`X_<$p@6L~wos(?O4EbrHc$k7ICH71g;8NI
zMp$rcRFw@5qdfxKAS@6MeY4Q#fzQ&Jd}(qz71s*@g$=taWhdc+27fieV!nJuB?;$`
zgBo%HKGDtk%<`P)YE7*sP+kt+=};u#<FFhn`SWj6F1yA=N|=_EMWWJ?9q5u2!;LL+
zDvmEmA#E=qNz@kF_Qo->;Va@kAdBL|!7VsArKNT5Y}I_FfJ!}r$w*4c7zYY-V~maW
zIpIOg>B~j)R47`KQy!SvI~)NGE`*HdW9MfZ<FBFPKCLaTos>F+xZ9jcqcRi$1SXLw
zkU51mAjlxzXBt!rb-K6QWyLh>Tr!j;X)r|Axa7#Z5a|R(#f*c9r(fj-!2~+xuTYCM
zg($4TmQ@N+1Ym@`OR=6=z{-}W;Pt@YhUTXAc7rA}Rcd6&PANeSIP+@Iq@%JQNi4dQ
z<dhURq=HTkN#am0t0_PBrw7yz!0ZR6eS2_GE}~>M<8lLUw6TRY^G&+ihoMT+LHQAl
z`sZ#jT;SB|@zbr=6(HqN?_0DOg%Gd^<f1o@d+FlUipnZb)ksJqJ(_gP2_z#T<B>qp
zNjRdOVDq9atIoT%WrD;AcZAq}%;6E93YyeN{@SM0QjpWCb=j$2N)*z|i6kj1H$BO>
z#BNbSZ&+HLxF1rS7*KUWD>~c?8xW<15J5Q@$6WCf{6Tmp<kvmqOs&opt1j%8%WS!E
zT5{TF+B}B*sOEhhdlM;gLrsLYt(GE5Q)xmBj3ppQdlH<R1DEuB6*8AmO%ZMeYAYUE
z-eD+9F~hBDaQUfa2o5jIQdY1?#&N~`stKV+SzSA5ZN-eG3Jv!GDoM?r<qIGbe)#~(
zQcVvDU2D0Mk@YyXn^s`7DbDbekQ0=T8dI1qNJu$GViNY!<>6N(l5^!y;UiZ-JiqM>
z&^{X>B=+0ahf|Ok7GtX$>zNrNxc4aZ#U1mWt{snj`tcvBGgbYYy(SfZyM~6!j@i*_
z)So!{E<#VoIo~`;9!6mtzl^*Q=Sy)}#tvJH4msa!jI;QS&l~Kj66gc}06~RDq-S<O
z*7hTQSm&P}CU*U+skixBN==CA6Rx7zdEIo9aB;ThZ_jT|qo;lNgO?Nj-Qy0Bf>NPJ
z<?Uil_|%0M^thm;9OELiph)bz4!lhFUHo^);qdF9$m6GIj-Fgxv3x?_oYbsVsV>{{
zZHRW=r$mJr{{Y&IDoSY2R_4}bJeJu`AEHKXpB^8Ym9qQp$XXVL(Zdq~=1H<rnw1r5
z0>29C8&0xH+;u4sk_F14Agc{<OAdi`DRhA--ANU+?l@*Z0k+#x$s~KQ0+d2a&oWj5
zx8HDg&&Rg^08d|s33+lclaNWzZTb!RkAUB{-FWXRPf|%gp8dbex6i3d&X?D7-@g0(
zaqF@CcuYDDzk7b80cT6<2`BLSXYudy#|bI2KuU(K&#C+eP4Tz#;B2WQ-cdg<UqSqK
zACGPk^W_XEXV=&1oyYM$p8#PnS5TFZa<Ak5y}di_ws=KPl18DO`kvW89=}eU8qJZ_
zS=eL_`<}l+^CN^+N=^!na(6ffpa&a{owzU`zrU}_*oyu%qy>0P@j{(g2gBDoMotnE
z4=yf1PENoMq?}+3lgEO~a;F{z^FWrFalD~5sFMO7Z{3R|nD41d$xr*IRfE&r$5Fq&
zUlCDls^=rQ(MP=fxmJB!m0ZK7U4oc^^+?-O?HasF=j`^3h+)~LnDnn@Y|M$R^4d(8
z;Q6Sco>zEp@ciU>@_A9=3RO-S3i7XRb=*zTX>OD@97Kd$)VQ;%laQqBlt!&eZNfrT
zExlP!KiW>!c3-jlIb2({e0zm<e}^_z{{R)mYia2a;(!ObVJ|H%R6a+z#X22%!wGE)
zQ2^=it`Wt!)kve@{64dY)ha(_M#GOSAdoYxpb**tiE+Y|Bwb1Z_$lyV$eRxGv>vM8
z^m$RMQR}OZ07;}jHOieJ#)|AIv09ZSh+a>ax7kYkrwQ_svJ_XIE)v7=(aR|DT9X>c
zs7Q=}fMnMuCYMe|aivOPoW(XXXgM25mbBpDk`C<cp9<)q#Dv3g?c01tKtd^24Y3M^
zOo)VphTBC>q^iZoAx(q?hlNraNGeyeB$0)Dv`eVEC01rXQ+1zsNv}_tS9Pt%u)-%u
zc`W249eU6QLfIJO<Zjsi0B*l#+zsccJ1xOD=WCs0sV&u#*8<^Bk>N>Y>cmv>LV~CT
zOW^I2lbHcppJw2{+5Z5wHSM<d7Ovsk5etH*30-|_X)*7#!ETf)=fW!#K^Kfk$Z<Jc
zW+TdvUa;tHGMzrpXHyxvYQzJip;D-kY93poP)dvQ(h{vfY6T<?GkL3Sb)``&mGXpu
znRhJ4D6v+c75l`)W!ki`2>|GJBz2HZLN+G9`HSL5kvyu6E=~2!`(l**Oao13rw&a?
z$8vDOBC_!fxsY-mQz=SPN|XT^tB!MhtoC43%1137l$J<wl++<p6<4dt3e=3V?Vis;
ziWD$Hko`$xSGeF%+nC@!+ds8GwkNx<XPtoHU5VhXsR#c66LI<~_i1UHZ~~Va;yhVQ
zQt>d9DFsR4yaKt|g_e?o16PQ46WJ$Xk(;!=q~aWUy#Sx?t{U|_Zn~uEh11c8UZt2m
zDy}0=n3z!_4fJ1LEM{1+)gr4_vn(isAucx%)T(au(wGg;kh3*JrAhtW5kPkdI6PL@
zI6lx@(%|;GU7u2}RNGR{n&rbO$Z@);YlUr6l?I-afKG!wE(4IKBNe0`DTDp9c#`Lp
zWykq-$t&*kt50wSt2Ndt^;J2nod?Nfi1E;k@|K&aDWr5r!5m8-Tz!@wYF9tKo%*FY
zo>Wk$X(dw?7KY;txzvQR6H{K4l1TlawQbNH`1%{N{>Hfb;hO&dYW~xESM3Lh5S6{b
z=_=jqw_@9O!mNwnoCwhW0D2`01vA7P{3Gc90279wsHFL?7VWPMMtW|@c3Xt@c9!Wy
zYs{yMamA+IFUQyZAW|tn0~DzawrrY{6NH`Z%xa}>Q<a<Q>TN^<r9W1vF%BaLNGC%L
zEo?-N+CfkVWe6Ryl1OA`_=4oM8e?(lS8J1+3j#uIdRz7RK3F+lvlOZwG1ss#gu7H>
z1xMa-BRpNVD8J;;LY(Yszla`qS1t+5(z#G5q4$uYJ>{iS<+$9P$-q!`X#)pxbH%xG
zSL|BwC&{G6b|)#|-E}C*NBtvptM-G=EjY`HLuqIzsPCoKIFLQwna{a1LrFzMo*%;*
zYlhP{(wV1ghqA*B(x)sXRLq8y!W55r0J5g@2~rj&cqP=j^Zx*esamStQo`I-O5Al$
zkVJ<UoH(FBgAOH8V4<!&pK|ZTHD%Z0!|=)A-t*=))U~NGZ*F3F^S^tkUQ6(;`Xm+8
zDd-taQi|%GAYoE<90_M`cwGByd{576qdCfdBxsV9*<`Z<oo}k1!qB7zMsizos{vu9
zkhd7A7t}ybQWB6om)U%u<*zRyHwMYEt&3taC<sa@v{*0+NE%bAY_f+GaotK$+jG~4
zEfCvIFqEWVYzI$HzMV1toO#n;$Gx7ODCZsGeV${qymio|xyE~1^-pRm!c;*m)2oiX
zUdIn$Xo_AM#T_e1B@Hr!cyZD%w!NbiiQ)8|Mcx@ef(mH3LK@*T@*))AphFH+IcYA`
zxbw<BCAgwV$CJKX{{YFwxUX4p>)t8+O5NARMQTg3p~k3HDuY=%oNc+4Nk!(s%95Qc
z2}wI34lPTPe`1G#?oInM(fLmj@v27+pW0V@%Biizqe<3S9$RD*GojxxBRL&+x7OpJ
zV4eD7^@EIe1A!=MAm;<1>GRLeaqt~Gap<)4l$4COPfJeCJv&JWX@*)uOtz5_mfCG0
zv;i6<Bv=>+UTNBgo?4uB#kk_ksctDtT8`yQSt?OCxhLa%G&V;iIcLkbt;4b`8&cJd
z+Cor@B?_BPPyskdE=G=r6}G^sWbo&=PeL#}w5J_{K-hO1e?87PJVPMww{7wKGyYwA
zZ@{4+a7SE!pvE>okEVFBVW-m&$vT<AG9jTOrg6S^#(MlacF!HXoNbZ5`1*J2+<kiQ
zjtv7Ke}@O;Fn)XE<BV~)m$&$K>~Xit=j*ml!+sQMBVWA+{#)R|YFkd-GBMn5zis;Z
zb^aU+LP|iu`t8%X-#t$M03U|g-$n@}e1}fIJbZEK^W)&cdVE1S2eHR}z8yY2j|tP)
z&zAn6{<blLAZ(oc@$~e_AL;Pi1mNed<C0GK+xl_zDLMDC_<(!tdV+o@eDBky6(DCP
zVxl(3PpCWZj^9oWLP&!)*KgAXKBNM00me7&`FbBu&yK}u2_UFo9QFLM`TqbPfqcpA
zL~N~Y1ON^**J0RtbjQbT5mRo)&{T#Jr!Yv$h(dZD@<NW?HyeEVxNZOu6M5;qpxgtX
zx2_Bi<{hUCn0&pz><N;bi4yv<uB$R!w*LU$#f@{&r_mpf))a&0Fx2I`jVc5wAf$pa
zJQDa*p>y-VuZm7<+PA$L<hLkXy0!VIK;~^p49#ZOsM}4@=f^VR)igH-bw04`6pE}g
zw(6GrXze_<)8slD_ajrk+hbByEws1^!!h#m`hST@%2IQ&DkvRx>%~QQ#<cDGlbVt0
z(rFQ<LcXnJK)K*fWvMYMD~{xvJe1Ckw5h2L$fLUk8|=Cig|^5G3JW}V{{Xi>D83Wy
z=Z-q6Dth_~=G);sRhP+2h@#?46vm>M!9uE8d1&qs<RmR=c&HYFSK0Ookrkb#p-+6{
z57VgDQmFtGt@>DVx^x?cmVlzNnIt5lA$gPHBHf~MH=NfDh#a!9u6wm|CcUNlZ8A)V
zu^Dzj@|7~6w4xMLwuK}u$r4*m$KE*K-S^o6$d^1Tct^IO+!9=J`@Y<A;kuer>^#Ld
zqIE@3=`j|<*2~OBkuswAlG@fEM5cmNv^0gT0>QSZ^axDS?dmNqhfRy_N2gKg@hPyG
zNZ2K)u-ajSfsL?%orxszYn->csL?G8a*W%lh`N0el^qNy`Fi}QETu|Lqorz6vZVlX
zlep{0G3=+>WnZ-}(O0eR9Z$n}UuLLVsG+6rl~-1}>h(E9il^!eZ8j9m5^EU<LnHqH
zII>pfhBdoe*@inQ!x%$vxl>ogDiquAWeqYZ*a&>G+hI#Er~8$aDQEm308PQ3AMFM^
z+a&-IkQJ}xzA?TsckSD!6m|BaQLUb7c**-TZJVx-0=aJ79LTvX`-+=6u;f~$9;tG2
z(k!SGG-z>gon^;Rq<Mo#TZI7!CyN_J&lDW_>P|PoJ$@J)Z}9AXc&Z;ARpm+Xd-i%x
zimh+bd68C-l2jB>O~=dippbF~lF1;QjtB!Mf1)Pb<{(D?8Revrv5N_`dA1+kX8n^~
zwt2a;IS0(Ela*3l*5I?QB!9F{T|D8`pwcO|xdOLL3tp6m+N)0y(UQzF?xi&!;uFAc
zJ8Wj<H_XmLMdk&t!)^uNJeORHt%lf2kN4R&>y5^`=<X%6<~sXvB1Dd@UR&w`IrMiE
znN#&>nxNpv`^L#ahjEmjbdiI)NXgHy3W&FCDSq*k*(7HQa3NlRA9!@mPX7SchLi$q
zVq>8`?ts{ny`z}`;e99X?^zu&<D-_o68t?~H71cB@~g{}7DCGGxwWKHCba(PRCzG!
zF(OtU^7Sbz4aj*YSU<fbDNwO~U3g>VouXSbi%yS0%21abr&Hp)QjnDH1M`%hF=Xya
zoN?ovoMh*VdFMZe9}T?i5+w5@mv-G=wCXgX=cggc71+ws0By$ZDig43j(J!G4M~#x
za#8}BSoe5=w+DnCYx2p*W_W$)I_vaiR8-e5dCbzPtfiz3w;G*zQzMyi&=52-)0C!n
zBhH_(Q2<yTT&#2kNS?QiEpA1+kDt!pLF<K00>HJYep2F6SzCz%4@yXR-9uokFDOsR
z0ATdTXAQW?KnX%pl%xOxM!*h$007&!5oLV-yZK<^VR(b&?bFNVkmr<dDkEsREQd(g
zJi4Vd$q0mnkV+U_nNqZo<}!n^cxk-z<n>a9yOI|%ZD;9CB|c)mX*7wADPcvn7fNs<
zs+lh6P--cM=enenwA#qW2{-E+Z_7h`CLN|51E$#AdUXJwL7&Uyc;Q&D(5<R-)mwtE
zPNLJ}rAvBkPE!!$At@O@zI|v(IOu>%$v)^g#{q0>N1nX!ae>OK3094%B#iSvn~`SF
zX-i;@Ue#{dNDW;#0#=WDGxD3F)1D<H%Th9Up4_PL0m+&S$QMUAY85_zUhvi>N11-N
z9Tr^{S>4a<=Px1=Z^UIQKe%$Pirn_XP*X4z=Y;^+>`Z<C07J`M7^p6Ec%h5S9#U4h
z$8Ylf@4T!^Jo;T7+u!y~$~BVZTDJcHveRKetW?{K?S1#3$XY0I<wj{Bxh8aG$CxY+
z!Jma&XT--P`DNl4o|Vgn=8MdFB5sOrC}6m&R>Gn|c67F2#jP<*lDgI2>(QgNEyGu<
zrkte6462yw6RpOt?f02ZgW#UWvuSL^ip{~#s|t}8Bv#QKmLgNF+s3GtBe2R)(iuXa
zG7{2Ilr|DHfrRGOd>mUs&hV|_>e)kSWKy|3U@}=s3t<ksZPVnuod*Of&3Sr>0F`Q1
zH_r|L1xBC=y@lfOf1D0_V8i!p+LpzUMTc$L7X2F7pwrn5LZeVAkm)qYt)(Fe4MT#<
z3?%7D3RZ%(V=7TSPdNAvMtJ+gk+&$n!0EPv+@kY?8OI{t-E;6Gujj{8u_M!r;WF<4
zAB_3Px2Cu-1#R>_x{bRG4fEG0udY81C9PT8VbJ#Z9B<S3WbSw#q+o1M^!Wb(4%~6j
zd!4b4fNlBr{<+TFG=ObzK@kG>gZsOQI$93*!GI;8P6$1*u*QEroA0^x@5a7R-vHye
z#zFb)K6~(DTfxcC)DFLfIvw`TcRYM39S?6@etQi603HjQ!MGO_YmFpdou_jr1_{*0
z3HN?}n9pCJ?oM~@(DL$+r|{{vetixP$0N4~DnQ%-GCc=e^y{AE2ODpXm~}J;<YUwx
z-8$p1uTR9C&=aKV1LO!1m<T#fr$ep`6_zxdf!A%no;KX~!Rz0To<JvXMsj+e^at0s
zPRD~X*gg9V^Yz^PkK!-}+<a4g!Rfcep1YpMefsn`&N0Fn1PLQ++hMq$FH7LT8?b>o
zvANqg{LTknxb6JQ9;by5c_8GG(<FYk>zw}p6-tmc&(m((cI~nFV2{UwnFL@D#OLte
z9+}T?k3|}2Cf6WD3q<l3l0TjdHWmI}T6aWOAzYT-65xjLDRM1lmkOl9!Pup3Opfvt
zm1l594^ANmHvY;_103mMQf|Kw_H;RtLi19#Vw-wXZYV4Ft+h>4P<4f2V6Gy9lmQ@&
z@nt2D4lp`;bo{sY_Un&^>1VDs8SRhDu6u9lHr#NKlM)8eVsB~t26WeTlg#qe>C5CX
z<@=mp@@D)p+yX@YQF9*s<<(Q)ax*i;dh8aS2UB6Sw5n^2p#+R!r&c=>de<K@zQDh<
z1C@dKJe}t?8<=$FQllQ5Hn8gw3K5McR6CKsVM>%Vj4&KK5tG-CbFMND!~^ljKBw3D
z`h2)4ej-(?13CC)ZJxi^)296a0D?Vc+mATge@N9a`N-dXAO6ygLpoaKSBC1n!3hg7
z#a5F-obxX_rTJ}?&!eqyR1~ZnA{h!D6rQ|iAEKPPLoc?r-e+5CDJ42}0#dAlj4Pq(
zw|w_F&L4hpq-tl~-bCER`JY1`ar{3i$N3A$!t1Maqm!JmZ3V?CWeuXqp`o_ZsGK1P
z2}%+$l%xQV0LKp?#`_X6^WW$6>(qXHHU1rGQsi<2k&B3yW)*UCmMbjBkkaKOn<j>$
zk7H8NEoC_&MW$AbK<HA2{5ysumYosYjQS)T4<T&0mx_t$<tZV|orW=zN5~Gfl9H4N
zNrWTA?*8bKbdz`hj+^6#cq}-wN`$zgOcfL200BD?HJghNa1>;nurrWSPfhxfj1Nu6
z&pYw;bkx-ukxg-<A(@Ol8TP_;B}_irn{+F%K|<B3N+1AtAapWRW}^@#uUnvyVz9KS
zX}}l{J_6cg<nDy|&ZkO};u<(SZn;l7+E_qDb_SAIj-3cvladzliBpfPZc?X~y#$cn
zl;I*lnM4HKSajtlbGYR@%;FG`kt>|i4WdLr)Dw{N)bxXjh`H#pEvt&TK$0-^9;Y?|
zR#K$6h|etzJe46z3Pa5VI)x;VP_cq~@UyUHscg%FqCa%BNNg*vhcbr%86#qpp1oJw
zZWrDtt;Z=>#4CZeielWfw$$r@VJfIn!XdtpK*mf%1w<<(l1~hkqfij*P|D7fNLR9~
zo|t<91mK_hT?!=h{CMRn8Z9m6;Ebv<w}x{IPU**UM*jeO%P#^YNKS1C3Km%OP(KV*
zhl@KY7H>4GiD88{#Hx&<#*~fX%P6W-(v=O$P{id&Nyx#BK{-j`HOO8=+&uWZoVI9{
zDpefAf%{T)nv}?KN@0l%##xS;QX?i)sB!kosA<f!gRNasmCr9777{9Hw=Ra;+Dl8P
zNLWetWYeAV;}vhZo`X7Kai6;t9YR15s-bmRe5beCezh^SWUZpOwCKr0^=gZl-4SAi
z1%zq<E<}RNR1yN-N{T`9s+E2Yy;P!^+O-;mWT$MDsm5Ia)Fde>T7XD!B#@H<CQ4wO
zdu<Ybym(V}%dBdNB9XrKsnn%yw(}q|;*^Cg2~k?xD*&qHV8W~n%jQRd&QtPM(2rS@
z&FD8p>Rpb6+H5;bmfP!Ez<o`(1#Z0=xUH4AsWla$k^sU~vV;~|#I<g&Y*yT|xic2q
ztyfu6n3+|o)?-ucdJ@xwEY6i2NS{!3fJ%%SL@5ebY_g~0sDdC3(RcH+o(##4X<Jna
zWu>L|(+Ri4X%%u4ksZmeIT8A#w^BoGQt1dG)h!YHnJXbmbvzz(Pnukcxs67PV>@t=
z?p#Zg+kpkLl!R!K<K#GyfB{;4=Ts7L>%qjhVRfe~W`>rfrqUbXpNdM5k__gnb#Atj
zy+%gzpnx+eL?{|md~Nolhfo^I;Nz#f;--+LWGE#$DQVEk)P}?o9d|L65D=M33;zHc
zo*Jfds=Ld(HnU%@URT{tmpb6OE~gy!D_KZ>OK@S^wso%4T3|(|t(RVrK3s=q%`dRy
z=Pr3nw7k6V(CvO@Is=rsb0*XtZafM^2#cLps64Tdi164#-cbq4)U6;ifTtev(3L4R
z#cfy|{{ZpLc)+{s)T$*0her0O5$-g>d3MdU5<|@@Y)WL;6B=dTU2w-`FEIp0r$sFx
zx1~cayyS~#<j;lvU2;we8@C`Xr*X((E!D3Ix*C4FP$vb(T5%{#RJwk=7U{I)F&Q8w
zPWkU^eN?Hqj}R1$(f7%3x=Op(7$7A|T8g2Rr3h^(NLE3WJ=l-gq^1<9oTuURid|Jp
zMzXcrmflfbQvd?`)TJn>fhs^DcZUj3gh4+CA7<?q&!|MbIf&fKWZxmg!n0`gB{Zg6
zkr~+PcHyeUS@R_Zq&fvYn6$FWkME|*-IPxH=h^McTIxL8Zt1$Mht-v(nPwe&2wBE8
zA;#d&Qghc_^{GRyPDz(m)g3IMI8GE!PTsrs;oPM_QPa1k2j#wc57F#+ovON~BsTk?
zDCSmWmF8RkRG_@Tk`e@+KmsDz$*DtiWIFS0l?3EKLK50g*fJ2Dpb(iVF*hbmlX`l%
zKF&UGz*DbUw;iQ+Hl1Eu4!b6WQgN_7)TNoIlK~6B-72YssP$iN89Il9zZ4K3eYA2z
zm{p|2L3&H}tp-))8YED>8B%0hLay5pfnF5r#k3`AAw>j%$E)8DUKj6vc2wGW1a~O5
zjAw#s_jKkKA-0sL2Vzp1B?hZfDcCa7lEia`Opwk{mv2v${GYOUJ8rXYS+vB*3J6tB
zs~{oTwPsoYNtIES5S2NCSLHB(h|!XCM`g5?YSp9S6^^JSUD}WUm6VX9aR6mfM^a+L
zNz)wf5Hys&6lYV$KW3Ezl!+HvAdzEaf=@Ua{%+RyC|$EvBB6dlTpE-NzPL4(R|%Rp
zXcrdcMY&!`^IAYEDRd=<5}jIH`{{>XAiQITlQzoa{FMc$IS#dbAwfyfg_fLV*dFLW
zJ0R86oPd+;2`5Cf{;1s1<PRgc-$tEn^MjOJxaMsRqRQh<rr!2-2IG$+I>;++f3+aU
zSV_{8?ky)NNzOpxp*h$804D?Ntmg-|N~CgT<K(qwQXNWaoSwff3LJRqaHUyd+PGf2
zEjEyaBos8o4U`~dDAI$cjfd##s#}^xv=l}2l_g0Y8zRLZ>LjQhTj9JviSXuKn$}+-
zBoqe196?o#yDDu&0s#Od@*s;J&M%O)r)eDFvFeY!<BmzV(;8fdmZu$%s>@H)opslo
zDsjcQxw_W1sY+6}D&LEOuFgww)6?Hj1L81Fet>+3eeuP`^Gp6o8YuO+7bk|_7!n&a
znxrb6J8zu!3s1W0pvr1fZ990`6XKx@)X+$9Sqe(ZvO{4fQ)$j$u}8<{h|;9dYzt$W
zupx&P=knt5rpuJ#001meu4G#^hnIn$A|yF3sebAMm?YvOgz*}1uKJn7<0{OEbP)i5
z>6IIhbsNr@+O6WeI<eLlPf&mZVFWA|igKuwq=yoL`_M9yJ{YI@^W>+<_C{NfrOIKs
z0mq9$n2J~ThthPYI^!rwEwi_nq6VS9dATD_Ks$bp`~LtiJvQOa=0_ko@5%Wt$L6Oe
z`IpP}w6c{yc3E}$EHw~FC5nXDEkTfth}OiH5PK-+JXik!Jo)CERZFt0r%^iio{uTl
zSt)h818$=sN+&2a6(E(i(*4Md{{VTAHf^QCv=pio6bXn)NeYrc2?;P~OKXH_34D(1
zrAZ)?yucwT5h_xq5|oYkb0h*Yo*eKtvX^LC!4*5&cb3w_Aul3`+oL{n$=wQ@<^J)e
zT>aY(ks?qH=xx~RXWCB0eafX{HA>w<*B_rUQl65vxa$1J5|u0!5LBY498$Hq=fBV;
zDCcC_AG7t&st?+A>WY@^`iz&PIP#R~*5Vp<!lFr5RJUA8*7Jm^e&|XQAT7EGdrDIs
z-zmNFB!s0o&cpkvR7oUzq=SL7v4C{xsKY=y<QGr6HfR_dz|RvVY&;;^O<Ib?k@#9^
z?qqkae)H-ck{V8kM2Yv6t-H{vt~sS|LqLjxl7u&_LW-1p#VIZ{vDA<f*=+-<ImrvJ
zXDy+yn9E#sETL$Q(@s3vH_!uRO{q!Led2<2glZu}JaI(UA%Mn*<2KuROO7NsloXJZ
zpd&1yNmg>Ve9%%3l%ZH82}M={+HLVZDiq0DU2(M*RurS|r_3eB555a(KyZbX3>=Ou
z!B)3B$E53M+sfFeGL1(-J`);TT*dtWl0!O_%j*ecmzgO>wKTSje3PL;#ekp)Z_EHB
zEh^QiInP1t&>Du?N4CDpPXUs*rUVz<1cuZekn3v%<vJ0R<R}kt45$RShs*NnNtj$n
z3kEufWngLY+&~8ntOXM3aU~#XT2qX0A`KZ;N5P)joPfjWeel%BJf{c*p(|kuM23JX
zDk^2gX;w)o1!*c%5DZ5xU_cfhdJ&{x1v4WxqT~=n5xC`ew))Iq5;=P%QJ9d02aGn~
zTMiJxc?fnx@`^&45hS!y^TedIb&yD2r2xJ*U|rP3Br#L0#z0cSR?S{ah@>GyNik|o
zO+!k+%8{i=LPn*mBMRZzO8td^#2Eh2(Qisaj(MtKB%LLfl&yM_rIlz}(v-GKY24``
z;?)~3DK%PTi46eod(3S?!KDr<IwUZe8XIsFfE!`bypkFqfFdlmtx%XfBYE1}=l}ze
z#GzzBN|hj96byj_sh)>e!gej^eL+D}kH@Gsor<T?(zPfZ%2M?nRB&=W<ANg6ue<{A
z2M5u4za~16ilr5S?*Xa}RVZ~zI66c+w0d%ai5m}SStoA5k@2Z;)s;eY!Pb4$7n%sd
z$WoB@Qo;!ubg9!BE7hDOIl$uODGnD9;EyQ?Z{Bfn)Zy5yEyIB76oiDGT2hiwr7U}=
zXjMkh7La-o8*LNw!_xZ1%7G9J6q&gmdq#%yt`rb?p=`YKGiN<2jwJ~(SrrJ&!j}`+
z9eGN6A(t5~gv@9m$0Q{V5U`ST6T<$TbWtjJ{hwE+P9zU@EcnkUJB(^=4ykGH)NDZ*
z&kT#U#U4uy;yX)mr8?wwGO-mQZ-#@V1%)7jvmQRZiBcMGSKUbAH8RMLB!ZQxBoz{e
znPNhYgs1}Chew^h6Oc+&4&h^dAyp6Xta{tX4!*klF*tokR0Ti>!a%u+I|DJNsJMYI
z*_1{ytZp|WzCVe`&wO^^%@TpY$=Gd!*Wue^p7<Xj#3*8yc2UZIWz{M%no2_axV1`*
zWaMMr_J1;LH51cHm?=2>%IH*3?`~kz5|aHvQqm6Jv}tf>HU_M2{XKM9L=EtzHtLS~
z0AQFEMCgbag|vYt!$E$WfaQk@gbNu-l5RHekW6`Pdun475vS5X-?rQCoF2zJVD!h}
zbHS@sS&aacO^_0yx(mx&XQx)wqJo~81tfIaZQ^qr<Eumo{iQ>K`Zfi~lciIgI}E9~
z)mUMbWE|l&0-O)O--To@bI_Itw!p8zP5@KJ0%|dWjz8_F@+v!Z_m+fb8NlMXVdQ(w
zk~RcQhEcZHy|&W$Q1TU_O~|rH*27r?%V?9lVfm=bTj^yhOA0SbWG!i7rj!u16gZ*e
zA++R&3CfakPIH_d4<pF{0k*>jsrenx<LR89yfMsk8q})03)t=odc$%8BsTlvBaOK0
zZaWzZYFJ^!IHks3gefUfw5cEx2o5}1q2`k7P9?_FGKHZ*X;3@lDLRrz#BIN)R@`a|
zZvsSb8W0HbjXqD2Y_MPp%!nXuBS`3OV@Sf}NCb5qHpmAZcge<oU30)nL2<=Ocq%#b
zrM?mr`%Ik)b$Uva`;DLw7o-HN<RlHwKqM0gZAu&AB||3|z|IZ`*yFz5yK%iXKoQ$X
z82jlUA4e3Fk~8leAOc20h$p`ZAe#}P)Bc<qfOI61W@PEhT~4P+k)Xo)q(}p1Tv*#B
zuwFna10MS&#AgIyInUw7{?XJDGB6a9J>Yi8BOr`^KM}%Nr;18cl@zEPg{0|HaB>g2
zM@@huaqv7ECZRb^`74(DjpG5gmR~^_CuF;+AY|to4Cih5Smy`h)6R66{<uu01n4c!
zO`t`A(jXWl7&0Usq4g7hat3qTBh&&9f0x&M4{h=~tNHJazK0_pF24>N9$wq^3rgN<
zja<3v*UaYU)g}JkuaM12#%IrdWO!>3-9uhYIfqdOFgpJLaLP$YCrDq1SUEZ!PUjjH
z+R~A>07{UBlAgI!=RGi<p$u(tZ3j_%PSI`0$pT=^17Ji<YBmCGYY{W7-VTJU9goa!
zo}KVA2T$kMhCiG21<!ijpfK*0KTs21PE-Ekn#$%Zd&yP;Y66ByAzDj__c!6#*2=IO
zl64S2->|kv#1AdWBYn3g2L~lROm?}R6>H*my2{N8j+WU=r7H7g)n&M+%UM`K9>Gba
z6uFX|x-bDJi!>+-sA!vp!j^4m07TCvC>e|IitnhUwHSg(L`Clefv4`I^@tbPB|Q(r
z4e6ZAhXKc0NN^~5h0qq2xY}DM8Pe93d!z$`N`khVRas$D6t$4RAxcYO$27K(7O;jE
z>QY91@uZSZybv?NWj>oKr75;dQo>3Z)Jn=-PD;{+G}|g#3If!iqNQmHJq8B~SoC=D
zRP0o0c!v+~i->q(vac{LXi<5ztKJw21pB)vf;iq%Y!n1Y18r@6x84Z8*rbOESwS<s
z<QOr`Z9MPF^NymX+|;%dw`C<73Y=VYp+yBDL}=;()U7((%7RXTjXWL4Qe`;VY%qkK
zC_~9AZDarx5rm}V{{V|X3m7Dnq~j$lMugP1BRMSykZ_XIF<p5`PNExm)2T!>*ik1t
z93F*1BN}NC)=>rW>}KQ^+zuh+D7dEvLQyFtM1$`)<f=n{jWvMjVA4*40F6Nrww(4p
zn&IT6m?F`)Sln3e%=E*T7N=ULgsvS{qXkjaF(xG0thcKR^3;uk3sEU03s6V}BW<!&
z?ei-6ku~as%JcR2Bs=FzT}3h7n717vMb}(gNn534ooX)?=TekbayV-v$Z<{vq(*v6
zOLa*amE|_9WVNm2Dbj?YT27Y|kfVg4;~^*LO*x?d0GOFkSMQ*P-ED07>n@PmL#`|r
z0)RRLT8^LsGB&c^RYN2es-8q?k=3HoEoA`)03e9oEr=YVq;wGVJv*UM{v$1_PQ(%k
z1Wkz2NyC{Fo0V|jLzI|Ph%56#Qv5|BDJ_I6S$Rk~Q7QibbAqKO2LPTQODe4%@}-&0
zw9PtO4;b=bzaarluR>fx((00il-r3|2_<0aLy0<o3NZPEOfD8%W+ap?Bq8;<wsjy4
z(xkl0N<*tTSCo{cINShF4o57jlPFgTV@r?a!k!z3_)Mj~+dY_&S~*BcUpiFoln~Ra
zEBk<r-WA7c#ak^^KBp<%A);K$aw%3yvj7!kKvbys2{1Jr?-}g<0;r#MikS^mw4U`n
z+SCHli>(<7%4DN4Oe7q@4w#gyqss&LY$^Qb{;p9c*Z%+nDa}6ua6K|OZ+V9q)@?e!
znA?q!>>D_RAfNh95dQ!W8Q<Z<o24qj`h)t<Ps^tWK4iG}_AauIInvQE0c^OU-~KIO
z5Oilr!2v^Kg#dmdxT>GSRB8SLyAl5Yrmm+Re@B<`l&}c@0EuH#4g1t|7>eLzj{g7;
zTyKs$;NTv|ryNj1R0^|!zQ7&(bvu6^+;+ezQj)K}tblQp?sJXLUA|)(<B!L3RC8L;
zV)}aiqVbI53C8?q7<UAE@M1$TY1-E3ev=-U_zp&Kjz006X9ft{QM}xrzbt1N$IOlU
z<FM<-4xgd@crdv8#&PpIf$P)LkH4?i;lYDXr{BjJ$HH;gpOF1;#>EOh3?1-y&N_U)
zKP+cEb^rhX=sRuwKD%&XIY89hnGq2)yu?8D(;PU?J1IFEbs0Xn+x;==jkw|lHs9sx
z+Z-4#zsMiw@y2ng{^|OE9ya6Q1doBne~+hMp9U8kINUZ#AEW&^?%O2b4g2=aHu?e6
zsrc}%quN!v&W~WGzUykh_Jya(jn}W9?v~aEaE)rm_(|ZwgmGnGtRLsbft9Uc2yIR+
zM+r(2RHYNxB_NVd%RETBPbd)BZQAtJFE}cV01(gzCrae37Zv{ib)}Z@2Fp919J*br
zM57=IZ8|e5z{}wtW9u7_dP9Y8C=tE_vD0C}gAsa{%L}Twl&LWhO^&b+pHNX`;|Fxd
zNK}K7x^mhQf8y)M8jmEa6vZj|p><S!<gOS|i-G?D8z}t%*FY%0{&pn!he7y`COd2p
z1_m$>uG{(_)-%UKf{>t2*e4y2r?1x^EbYO9M?Rjsu>@C26!YXNAYlkUb+&>Nk&sCV
zNFe&^9eR_VHTD+W!jXVdK}xU=l6!aS(EeMFCQV+8M5qEMKw<R|L0C?QM%_b*DPDfR
zKZ{LS<^4HMq*0!bmz`KbBP{{lYf^$xhTKMl>nb26Ar2Bq2ZII}>9us(^eW}r@=_#G
z84;-MIFzX}E-C3#bhIHSA!0A@DlTc=Ek)FEsX1%8ac!!XMs}@HQk|^aZyKEEUdeyU
zaY}MKYf<-#m*y@@g;^?b^Q)%|PINUH+uo7O7=?49SS*QmY`AGt%t*Q=hFq&O`j9lL
zH6<#CLT%LzOuWqH{{Y%7Cy|z=0yLCq00fL+0n<nwfEXWu1P%-s6zq7;DJ6K;*$QdF
z?z-B61T7Ay4k18+g&}Dp7|(7W-dA{}@e#>a8DA}Vy?Ib0M_5>-JynrZp*%*(5@|Em
z{AmCJMjcAhGH{WT#AbR!!27wzI-bXVy?(oG$4Jl0dB)gjw;z4whS_13)a%bJcnEE#
zkQBETPRU9Vr5s=b(}M;s_my96M>TCHX*8a7a_)nDLy+<zD!p&IExN;xd2YC;A4o!|
z+0fFImeEg+R<Y%!#}>5W(|JqwvUo=3afuSCbJaO(SCgea#d}j-Vj*={%2}#Y%*e}V
zWDxu4irzl<ld$t6%byI_jpnvx-A%P>&>YaWTBt|%s?3&&3m#QFQd@_SzNzjs^J>ze
z5y8axvpHYNYZ91ga4lMGO~;t_d9@1kSk-B>8wpBFL`r2$M_}V-BQn!iz|pWg7)U!G
zjmPWr$EW*N__J@Cdv$9v>bI_{YpDuE+kUSCtsH~DyyPd|2v@3Cr9+_r@Tud=Z8w(o
z%^rHIoVu)CysNFJ3u>WZ+*9ccq0mkVra0t^Y7j{}ks3T@9-7B@{?qY$;|G;0X@h*)
z-07jm(x2J4#Vpb;63R%*5nX`d%%{|lLS36FlxrZAgyaJS=Sy=3>oM}2dK2R~sf!=&
zV&%~-LFY#-Z?0HP)DZPv6jtt=T%3Sj{i6X%EH-}kmK80;078^V1ykRaz9jh*&DI!q
zm%P!mZU>|x4kDc0Rfu(97BUjLRPz>iP}~qBk&r+q2ZI1J`fs=DF!*ttU?7Zxkaq-h
zBiD@J!s9s3GmPNDjNlbYZ91I-Wa_-AaH)|ay8QW72U%hic&(tR=Vd)1NoBSW*ims#
zs30dgjyP`lug)tElQ!#@74KJW8Wa|aZ7M#O>ovJa84)RPHKlK?l921`EyRkI2PH^l
z7*X@d;`_&)>CJk~YZ{EnjKxl%h|~^V)2A=k<D)84Yq!ky5|zv`S{~Kxp$TavC}s>~
zII}rw1l~X#&)v=%R0mVb_2q#-YUeh*I$XT3yd!e2kbJVQU6Ry_DtWY<3Y5jr>x*%3
z%vG^In@wt}TWUKGhU#?}N?&onh_Ty4t;%!42Q@r6-Z!mDnR21ksD>l&xe<wwWHh$|
zz(%K%`$<|(6OaxTLb9R>#~!Wuxy{<$rE$}(xHm75<rb4271T?&>9txVPN_KwkmBE9
zq7_OyqcB<wBAs4@lp;crDH2wMxR$xzWLwuV16O5@XkC$%k{ppisWC~ZxUvou)wy;t
zB9JyD6fW~Y)wn&9s(@f^Z|m0rWQjZf08h$&apcZ-hTdq<+gp*LGg4&(bfGJ4?I{}%
zEdk{dj+jbvcR0rlZED)P=*n6ucHL4bN8Tbj-WlH{hQgf#x4zPPXKeB7zOTve4R?YR
z`ef9(cQI+!@-7-JN{s?K)q#gD2tT&0jFNUORti)GM?;2+^zZ=f(@J)Ag>cX=_)j*Y
z8RjHYs<95F<rt{aU6jZtBS}*!>A4x+H5{T~pD(|?HH=K!LevC+WJLb}UWenZD~rSB
zzb>1|ZcarATMpN%$*QR<X=zdx)n2c3q!!n>TaoFErx*hVQ2>LLpEuIs<(D-}NLYTl
znw=5?R+2%PRi;wyI0p(iD*dM+(#ih-1EeHi>PdXBFADx9xo1dV&>wAbS*21XS@ips
z*m`d-EQ*yHfW-#1%&N_-q*Z6Yxj$&jn93$%Wjb<P@^!@qGi_=aye?b+0G0f*u350!
zw{K2*a%oU5==HerKX0x_Hru)GN;8(~n`Wa+k58h}R;K32arUM~e;H|QsRNxgEk6E2
zJZf;KBF0roLK~P^Nj^7RA`(xBFpwu6>Np1z;an8gwsTW4M%&7Mnb7NDwAH;{ptaI1
z=F*c(!+3gJ?-q;HC8t6bd$73sMQ%8@kA<HbrZDzYf3(jI9vbcN+LM*jxmn6vcJPwQ
z6r6(7RXc{HGyni}DC1BdRduc40?Fn_CV5SI$h+=qZuGm^rqUAAX{Xd^MWrfIS(2K2
zv180flLjy<N@}PMJfd``IO1&mtF_jf@UcXssS;nTbHm1mh<;<ijTKshlv^g_U4>4Q
zFrCCyP@q$qX<(>%t7QoHRe<dBjy(=lwa8mql~ktG{{XUdX-Tc76qcM#F0)Lc$BQNe
zz?ET{k!Dm{LfKLC8hDLB7Z6UJd+yVvwKH!Ms&m2!EwxVLfh3SZLY9;OL=s5?^FDjn
zz74~8)lF?b5hzhxd^Vnmvrt%Y)^QFw!)TQ2K`Tm}EK$8u;*wJ05}8_%U=dFjkJ)?7
z+Eh!TrD<RGg~ZLU>XAHFSgBhQQk21Fpi2sE6}XQ$8+ap0l)%=JxC#U_e4)R5dvem&
zUGd1yV)Oc!XHx1@>4p0m@VVw&>5)Y!_VvrQV$>x=aujk?h0dccCWNdN5Zb`>8_cOL
zTfQE7-FGY`Bt^bman$2anG!41*4|RcDF8VUrdue$K?n&}Mododp=isZctqulMK_{F
z;-=~@WB|9=z3(?<tz?1k57@JkuuuL&v^s&FB%*!C(CKs}7M%>rK@z00(wrvbe~6`l
z5dZ-bik+_Dv>X<rha!b<sT@OxuZbxSsV;X+zr?HBqCyH#g%GL+Dco9@n5k|lV1$s7
z7A()U&+Q52oUuy2s@7*R6$ELS3z~eigHNd;zjQ69=2`y$*lLoV2^tXW#maE4TAlNE
z;$zugZ&xqwBt>JMz7Od~&Lm5(^4{i$DfdE0?_G^<-BgIqG>}OND!f!wprnPMwoebV
z>muB{E*iZ)=eOw9+H5L37L^vWONUd6;;K?)m%^Bu%gquKOl0Fv-B3GZ9xD5g{up^h
z;#b6XiP|-8iYT1FupWm?wb`}S?HWB9NuN-R`k+RDxbYm<`#IO%W#l^Exk_-Lsmz-%
zJlhQ|=T()o2~mPzNE!f1xdH&3VDQcxS;jbpFASh)Jy}@ibi-xDHkB?4yi0LOZ3ziV
zlvcGRDG4NyB;w!fkF;OxyXK-AZdL7la$ct=ND(i4O1Q*!U0?WIsoUcFx7k7o0IlkT
zR`4<kK**KWotNR)oeU)Mf5ew3@AD-C%B4fPEt-`~=Oi}uJ|$4p8&*No+tj9<9ZClt
zcx#_#O{G5BdgikEhj7wbdghl!r9rO1gIi{Py6cphekH>cXJWSNL8lcYqIbEeX<(IT
z49_sU8D4%HT9tL)cMY{yr<R#w+f5PLgHw}LpDDP^s$5A?keKbnr=p<yN@85487#6w
zu$3!>L+rSsggBC*rK2puvory41ehlvQgc8tBM+<KyjF>X)YQ;aw@jufD!&k0&cI^3
zycA9?)Mi6zs_tDZ_lioE8(ByoW7PogJ03LGWL)+Iw_K-bC)#O|SX*Q(I-GGWwGLu^
z&`zMz)8AOe&gU-v%HBqEW;JfDCV?v7ros(EOSDI%Ft6GYN0{nz(~T!X3<0gD{N$}q
zCn+H+2g&a#d{6k0<(imZFZtul`)!7Te7bx)zOf>Z0#2l*bXoGH(iVY(?k*aTa&idb
z(zyfn$o-&nJCe-hYzv~rzN6n4eZ6iayQ7!%X!Qk5uhn5u+Lil8(iYT*BsOFq>yjje
zX&z!$IF}hAT1>~MFize_e~AQL<&DexH^aw2ydL;;v8PXwL!{jvAT9=-sJP3O3W20@
zo0u`A&7QdJvdV;tmFYOc0jvfiA-s~nQtgF>9HezP8SB?_Mse3+{J5g)e*Av!`&qeL
zNH3Qn*!D%;L`z|Mk}7p>QQwyxQSt`fYoetImlf2As7c);7pTDq2-t3szo|dvx6dCg
z5#e-*m`}zcdd9qt_;Y$6KgeL^oaxRFY;BD7#ykF84`e9kWB6_LKRosI^x(Ob<Y1n=
z{{T*#9FLFZ!IKKuWbcxGe-7QT^gj+D`_uEo@Mg+ZF@&6qeD>>}xc>k?`*38~R>KFc
zZ0-rk>C+qnWRvqd?eIUX^V@@F)r9mLp1)rB_;f!$yYPdR{QRS-`<xi=f&d$8AmARK
zEDiqvUmk*xPI_;R!9Ojt`Wyv7Io~+ca8Kd~15gMbKEAon@W%^-7@|Q39W#%p{#*lb
z><>ZPu15a=KVO+WK0+Qi0OXIuAFp4hZV6>R6OobW^!Wb(Pp;cx$r_zThQ?xNlzi<v
zj2PAV1a41rzfHXlU#>r{3f+`5xzEq^dUno12Y_;9l1>gfj=#(JZQCOq30sl|_#mH&
z>9?T%S<edui<6|piH{BbTb+UDg9n0o(uFh%G^s^I_s#&@akj&3Y(_^K`%%U-p1nE_
zyZ-<lhu5bG<0y6`9r}0lI2b>n!A*L;%@T=MtUjO`rPC)=9Z|pm5aT-`Tbw62Y>mkq
z@0@TYB}z&}l_@|*w>e^Db0=BkdEpd7Ql%Xd2|hqc#CGR3<v^+2Mwb$(+?VMwR}yj~
zw)4%!m|j_SGTjLBeD=bd4k0cQ+QCDC3QC6&?mfRxl~aW=`nd>ZYcH6nhNY?Ym~=X}
z%ZiYMwpN5G8j2PYNIT~oAnmD7NsPLL#~1BWoPMDx%}51LO?gt@D+^kIQFX--tPQux
zQQ=n_Qz=;mWUESw2`Ni~By6B^LV}L1I})SR05ia)W{?OeJ`rn_fD)2zGExCCaCD1d
z$r*CYg?q+%k`!QAKr#fA2^{rRN{eqjX;kdzs`Ai^ggb%?W;IQ0qBC`eCoQ4mu4)U0
zGG&CRDOv*jvT}f|h(&C89A=r~1Co5`r*nNKA1bQ16xxNqGS6IhYtd`4Bf?t^%x2+`
zn2LtDt-cG9-%HwxG@yW^C!DCqGZ2EcX$$vCw1P@UzNIH1j2+8~+XN*b^dq5Fn@r})
zUU9UAgs5r+7c~_pPM)bwNjLx%jUeZKD%I09TSrqvQl9dft(Ta2uvCIus6a!ZD@IkJ
zMLH=e1tdyH#ProJ(^S*dvaGML<4&}=3Wc<+$RsEzC|rUHd_dk#Jd1zI6y$~PVf~;N
zr#b4B$nEm$#633Mxp{M1i6N&^JNqGK+IEf6PM;Y8FH>ri+N>lzxUZx4wEBfUTP`@4
zmX@gYjB`|`q~rd-4+P@_`^#N(fsA#@7#ZAl_3{4zDLRy@uZF)0S9xeDR6cB8_Tt}A
z%dMi~v|v<_(N=O2;;pqWN$RAK54*>Y`f|c2LvW0QN{qaAAU@f__z~0*#n)MFx;j)c
z3Q%YoLJ&@30|8W;nI|!0Je$g(m=b8vxV6+&CBvCbaTS2QGa>TbVkAHVB5Ff+u?PyZ
zz<O#-rqZR)w_A3VK(5u7OkH|px@}$9kmHHf3WF1A)d_UzWu!=oihOA-u$Px2Lv9FZ
zaf0fSk$uZM_QeRZQ<(KVP{@-|O9Djy0NTMmYba)%w&|YB1?SvmJN{Z92}hdbWk^y3
zOYc#tqE%K!K8Z4}?YRwd-?%9iimbSFsgA%h*4Tbbd2g9bJLHC9Bu0$t3fYGgB}?;x
zT?U&8%aYrGnp-lxvZ)4!mtIuAW|3K`)!u?CG}q%l71_|>2G}him9}42i3neqob#--
zme99dQ~l!GTh4^{Nm7)yvdY5KoeD^8A(oW48$uM46yeNq*1YL(p{BzHq^S+IRF?`8
zlsJ`s&mk?SD6L)Vs6%co)Tk6P0s_4({heR(dO3aKE0PvpI=n~oZ<v<koAQ$i<fU@|
z0GBYW+EcX36-gphEB3X^aKO0?$<-=rk>)(aIwTZR6!M~}>1%0Eac*|!{F{%nCYq+(
zsley$$h87W>m1f*Iy9jql_*=*l?(vCccS(yNE%N3S>J^k3wDnsIeBa$l;)LbTeQH_
zNICxHOp6>gmXboy6i{0U(ln<~0|fCaQBAHg+N8ThsxcWzQB%&seWpS*l65K2l;dq+
z0<3CjIR|6APN$r0vjs|0Ql&x@VxS36yJ(mb(|viGfYWX)XUdeRK_s|R2nIFGHrKBy
zwQBN{?3eHl$Ys(O%br%;RO*Emr8=Pwu{!;^Diwzvs8cFbc~R!cdP8i^gX|S)(VCAk
zJHaV=SW#)V(3xXP@Wsg%CwpurE}CsY((*)@7Z~%|4~-=Zi7;PAmYh?oZ7N9xMb9%@
z7E)YiD(o4732}npDoJg%p=v@#5%&_c6y)Ks2moZBq!oQ)Yld1JLt!aG(%Mvj0N7zm
zI938uJ=EhQuOtEi95L1#R%AHRWoA~DHk9Tj464ABJpNi??Nqpeg|hPe1NLf5g+KuS
zfpQ4gjSlmCMP7UI3I(4^Htb5xVyQu@#D@DOr7BadE*hVbhnsojJoJ`jy6ICcdla&V
zTV*dX9vN|HSCx;o7R#&h@5E;>?pGL6Xjjz^EjF7mw3N2}M%Sn}8fywA0Ef{Et4VMN
zJ@qp33CG<Yy}VW4R~5NU<;6md+((+5`)-{oM2M)C;|3%2*({-e>cc5;rgP~f=G1hu
zN>-DM`BCxJPv%#MY8+{9EL7(5hUtrZqMr&f6zpmO?ivNHb1fz-O|(#ks<A6G6^C@g
zrnW+~x0A>Aw}nwva60N$Aq}K9mm2WGL!gq7ApY@nXaXQ9WQ&pypmqz5)=+knht@5{
zIENft6$HolZnu*<tN_TSnOceWlF*-aMdf&`m{_CuPNSTqP&oxfn4#!u54PC%duR54
zpeH!nuM90ZXix+nO^!$d1v_uIQc3t6bsRiCFrD(R{!h|@I%r-Txpcuv*dcG!E|n;Z
z4|J5UjE=huoyQTCn!{|XN>_oAx`x}0@_K==+kEufkH;@=Z=ug>-LA1xQ1=d}Q3)zi
zRZYS8eK3LqcnS(gnK1+rr|Cbkw#q%9_HYq()73m+ME)a))W1GtI5p~K*nTN9bgdXx
zGrs3yHuUv7bvuKfjJoAal&XyDnHrs%=KlcrLv4Y+z+mUL-8bUCsh1Kpk9=dMa&Ry}
z>UZhs>y9R$EUK-yY|~a;Z9Z^y<CSSATkdIA73z?jWRONT#~41%8B^V&c~TVJHx7Nk
zKr$5LwCyBl2qZYJwjyth?$ZJ|U_=mHsBIwWV3n-@0NNx-*Am8`G-*mn&Ts|}*dS+p
z{{S3}lfS0~wLoG|OoTM&miWSoH$$3<B^r_eO7b#*tmKlV5Rd>(Q)`T<Cod-;=cvK|
z0L*d;&fmv{N-7M>Y_zo%prj9VTaELSoDvQ;Bo3Q&&mPUkcuF|E5T`2*x`m<U9VrSZ
zaR7K!AP|+L6q1-QX5vz>Jfn5WDuU)kEelRZ6LH}&c?KjHB4keEV&~74L#S3-QQZ0*
zo})V);2xOHMpKR?ABH*D=0chZ+D!te-&4MoMsN<l_Xn@jd~m@%8A@%>CrhD8#^+9;
zGE=ZRe8I91LO@CYB&#HF=6G+MxV+t?u&jXmI=p42K;<q7i*UB1fD}iPNXJz5!5eb^
z&iFk~XT7d_KdDkm7^v+p4`h)g2wU#{9E7T1r9t5-N{LQl41pn?xOp5$+4pOkN`jW(
z1Fd(d47J}Rs7N4!+}r>_76)16i+PDmCHBBs1f@yXC=he+WBf#uvFbM+_${hh)R~m|
zQ0lbyrc>Tw#-&GoH?}tGE+nDUE;wz{>Qt2ww*0l~1cC@Bg_KCIM|e9C0j7M#Yf7~#
zE&`*JEN%`4aI!`L10!x00z65`^P{+wxX94_U=UOkqMRv1Nmd3hg(X2JQi;wJkJ+@8
zlqW6oB_sk4nMR=N0`a_B`25CHg{U1ujK`lbr{#TyKGG2qnMtM7Y4PJlg8~FNP~)`1
zT4p?0vD;!hEi#aVw9`!?2yL{bAqhxGNB|BP9&=aW#<^|SLR>^u4Khr`#zXC*V&Qvh
zG0Xl&vhj}F$_<x-JhZs5f~=?l_8NV}m;IR#P+Jkw=#V52XVtGqla(ba^R$h6bZODP
zyzE#`aCl&#bE=_8uiWj*x9<x+B$n)3>fD?m-ImO$ue9{k!<^VtQfT!LW{R4%0;trw
zMO`eknXsJlno=V@;Zjrt!iiMKk(E=F=_J4tVmAW#YC<xU>EQt}5vmB71jbNiE-XN_
zVPR_3rUgZD5}rvQ5TLaaf`V{QTzd96Iooa?s(s|rbhT7T)36enNYtNCHN5USl_R(K
zJMj#x`CQ25{b`#!nzW`RGKSnu2br`6e4B3JX|#m37Pm}s_hwrc8;ChEQmNF6fkTeL
zoWlPAxU}Hh_4=g>Y<N|OZc-6dabk%v#jvI-NJMtu!%m@UN?j>hkhUESNJ7v+LYpnR
z<6f&}goQbpGbJhkH*BoH?=CWfqHp6q=4?pC6V)ro+yj+LPGcGSu$<ur4q^cWfn*D)
zrwt#7N`y+Ej$Z~bVaaYw5$!&D)wMRDpbz$P3_w+kl&C0_;aXG(BObeRR!^IK+#np5
z->0?kI%u@Dd@+rEJ%1)iQq60}zaZaoQE|#wD0#5|0FZs{2$1ABYIjj51i0svQaS(*
z!0_sG8Sgsyx(;#$MTBQL!ETpMK?CZ8^6$S8JVKhFf)th1S3MxeAin!)I)4F3vA@R_
zD3V225efx8)jbmg9YG9Ix}g>T_ljMO%!AaS-+18k_;t=cA3e?n`+ayNknsai{)gx2
zGyOh%4taR^lbj#vo`d1?949Idgy(ULV+UiA>67R<V$1*qr(e_Z^u^2pn>PVNImq?v
z->!DY^FJ;UlBShw!5|IJbM^RrMsddTrDUIbrgj~%pHBN{<G#ZjC1y<+PznHmd+vJt
zeqA;=^c)EQ08a7LUN(yzxndVoY>}?~gvI*D%5R54B;waDZ-;i>5->@@$hYZGakfCh
zq><b25%J<w@_hMRy`y7oPE-~D0GLmGo`a^%4*59xaSUZjEb^w~b2;<pRHNW`DXCkK
zQk((T2qWq9;$-s3`BoLYkat{Z4)-7L=E-y&{tF*HyY$&?0+pU^QKXObv{Zd3UbY<Z
zjOisvNg6*`yWYWRK#o>0dfG3C4cCb7J|OOP{5Sn~;j^qrCUl&ggQRsi$N*#MjAtG3
z!tKXE+?<ks57z$x9vUjNy;7u{^?lRV{_S6{Ui)?7u2`qY-0N(=S-(6z8~SrUFSx)N
zlD1a;KhSjV@E=k-aFv%Jomo2%kLA8U4^Ld@ffFR>ARV)u=NtV$J-TCV{3Yhh01yf3
z>Uv;r-yObK=ySs`fh3Wsopgw?jcskbqn-lJm4J8Yw@-&pm*I?b7~vT@R&$fLUzcu!
zd=E^0b{q_yGjoIM(Brqqu1`b4Mr^PGfLCnneSV*oH|y}=z^hu@X=7mror(E_YyzJv
z8ismw&s^iN$FBbX6Z6LiYK*+<8TH)%0H4>U{XSe7RAys1R@?X3<K^r5`tXUJCnS<V
z1Ez7m&-I?17-k!OYTR@iYnQj>$8}AMPqt_lb<JA2C(TK692ylWi#By$T(-g;Q<0-n
zn2_`64LDTV76KQYCWiTk_PBUpwcU0ln;P}zeCE%T(^mZrbgFx<C)`RCQLdN^Enp2R
zj|xUpjVV#U;`c8b3Xje@9cz?V3y!9N%}QNEmlf5=BtDuw?-AQ(q^3wIP<1e>kCw<%
zPOvbf_2B;iliy>nf^JYED(PIPgI}E-AgZBp5h2H1NEuq%Wi0C?fONX!gMWCdCyx*I
zq3i>&{@1wo1LJ+LUmAb=hJpGDUL8Ti5kW-zbu|K^)zvAwRo1D(q@^kRHC-?X7n27a
z_hh}I@$SX&`uZLSC|f*6p|{<ssHRm#LuID>w55=zLjf>Kh;^55q+`q3`$jxv^Nw(&
z_;>KUxCQq^ac5QF*Dkq*4j*x0w6j5`AwXe7Vp>My-q`Tu(Yyiuu|6wS9p)YHR^_$5
zQ!TC9Y9_U4Kx#UULu#i`lT3ZYHWo;3L$aI$@9N{)g_FtNURZG3gJ{{7)wvmzr3h+^
zMuAUG003)Tb`Z6k0q-qJQSN<Qw9{EYPL`51^ccnf-=|Hw=hKaT%6kj;P1v<G?`Qi5
z+3HHRviE#Kri=U6i6EqfW=9g@>#nVBMNp!q-$mje05MOC_WuC39B?TdN3<MC=9ll&
zwD;jDR0x6<O-2}DLM;kxjdkD2XD7ep(Oc_vimyF+%T&20yin}ev}DO4OW3%TO?}2*
zStlT^YIL5*d~s~NmHQX`4)SP5dJijM+_eb$RH@e@g+XquAYn^DOJPG$Ck__@&fw#V
zbrHZB1E;1wKLhda{W$s=B!S<q{{X{ond`q`c=eQ_AV7cx;yM5$ZktBd#~xHpr|+&B
zdpDCjw6J5f64A1)t9^!264P{=JSbrSAOwI|Wd!5mPEP%JbXkbn00?X(VB-k`_>5z2
z-M(BHrZxcEuKmgVeE$G3z=Spc+yS1r?tAWjTaErWJUB$!@emI8lh6%ypV7Dq7(fFc
zXYuRt&fsV8<8-u;cIbK#F`Vburo-wnzXJ52cF6<doP39Gz;Uu$J0G6e*k`s6_2DFq
ze6CMUqo>?KfZk9);p^YO<I~~B!5TtFI&3@se;x&Sc?W!N+daKA@!K15@kuGz5KcDF
z@jM{}7=a*-WBO_Q@L)Q0=N%7izn7+eo=*Z>PT=j=1mhjHC*VIWG~2EQPUEIe<Huxl
z`1k%_OmyLIa71&rm8K>%=`n)?n*a=qWcqZ##(p_Hy60{L00{tU&vVls$N2vM9s(t5
z!0CgWkKz7%{{T(|B=^|ww_cq;U+cns{q6Dmuw%XwPF0bCjC_4J#&<rrIL8{OBoU+z
z`N=;l_Q3q}jB%lH2O}g9cii9{j{gAVw;a^zIl=Ax{W^6205R7pH6D5$FBkjy>|^7j
zagFhu<I}gU-Fo-Wrg-6uXJ9)Gw>cvn2*;;hyY0rsLp${+0Ox#m$o!Af<DN=b13C2f
zb{|o`enUC$)2VO2Pd>c-uwxdaj=NwJ*lo5uoNf7@ow!X@tMK81mn1foc0x!}yW<H?
zPUL@!0N|2%>0Eup#c;3`w*nME3epaGoR3bp8|~X0N1D27k)Co%N3}4lt=%N~%z|=M
zhLx2%fDYv(tPoC>4fs#Kcrd@M-e_?OW;-cySlLc)eKVy!KC1N@9XM($66&)xWz{9M
zXZKAF2*KZQHz4o#io5p50pGf4kl8NCmdZvlqU(rkjk0nSM!<}moQ!XRH)!r&bkQK|
zYMvgcI5L#`Fd?m5;1^U9Ffr8uLvf7oV8X@F<2uUr#@lVb$J2hhe0I+8%fvF9pLkhJ
zw(~{fPpYLXl>p%^%7)^INj~;`%xMETNjSmB3p&01d|dk4rm(tPb@fvz)bJg1=Q;pN
zi0+i<J^S%VUIISQJIj>bI5~^TZxZOLa~{FwH!`mK7P)TRavYlNvsZelQ>5F|E#*uq
zT^!Toh%uW?2O~#%n&W}gIOA}gjp6?Q+Bb&wql)_;?Ta0d;nW;cjMGsy#Zg7XE1sZB
z^xPh;jwe{%D~(asceSgfrFc@X=w+v#$kM7B&K5hbX7$`JhxWgORB?4xrjbs$N<|Y)
zxaoGWrPDGLY9C>?+wWaTTFQw?5<~(-^o4KL>hqk5PNmJ1ziDx_rZi_=&K*)f1t}oo
z85ubP;gTf(061-Txeo)EYq)DMYIJMz!J%DLnxtfwR?LSYvc-DcpA@+3j8(1Luy&s*
z0a{%_jQUd3j=3Fz8=J<(jbg@KKFYVL(WbOsU`X~>q|JTQDM&B*Y`27$ihSXOVIf%C
z1BesNZhqFUa|Y+U-kR(OrPiOfDad7SErt1z1y9IhDP|#lQ%I6qDrqWlYH?sYl0H5D
z%zdKml`pj36+`$6ejC7hK}TIn#c8URhifX4NyDn^=-;L(NHp$KRWJ!5YeSUpR5s&f
zWv3eUZ)&_Bg*(}&>d{#1^*k;1++?=N3=>lOG|NKPR!@lw%^@aKl$eX+T~Yb1TBt2e
zT9B#}*l4F)l2*!NfUMvarbt7mLVzSGDNc65+XTApxh;q4wx!|C&R)=@&a)~in`+&K
zZA+7C)Fdsj?Pz4Uxh$beVl$2{mn1faV>15$l9e#qh^!|$`F6Ea@~rwB^vA*Se`!@F
zG*%Mf2?a424zvnM1P2^_AcKa<#xkW@zb+ROF5|eKtjZ%$ZcDGCJ129YhJjRe)43k&
z2?slnIQ=r6E;?xw{O#wDm^7XKKg;Kfay-b3QfV^jbx5=0$WFFoL3uC7QWcVthmxfs
zM1nE`iAmV+oEEuv&Qi4rE~9+x;**b#LWkk`@l*6$vb}3c3x_UcA@wUd5a|&loPt7|
z$%!Xzw5<zLLEla>!}o6ZgHlw8*F`y6P80i1nl%rK--5G|>ZM0@UWty8fy05evIX_m
zNQ2YTFQ_<7Pnb95O_h)Dig6?SE|RqTM*HJFhduaSQ*Y>!z(lYkx_`!;sg)e#sU)P2
zLN*!P@eb&hogTW#kw>Y<oYp<y(}T`yI67ZpT3=+JM_WnHOz^LVS5jB9&JGV#o&LD|
zcnR1KkEP7oOkY9ggAbQHX2+k%zHp(Y*qEnzUwx&PT*Hm7LamCJU=g^;bfo9DGqJ}N
z)%H_z#@K^r-&ak=YtpKBT^jjrmqV^qsjN(>(qW>BPnfo8a%DE+q9spBOUp6J78j(2
z1G$ns$gH?|Wqza0SWDKuUMWgcp{v@WxfmpXa6v8rMmJ7DIL`>L1~sN_TN2@E$g5Op
zjp;H{*2w|nDHM7neO_9yml9If{76?(m1BgHnKqCTbh#H1w%?RRu<K>(o8=g{DlauI
znlMUQmd!#sar=scK5Bwf(I}AFZbCp#*eg&-##4>BcxZh1qe}>CvdoG@`O;iUOt@s8
zpS(gt=m)Y?!o~>q`tb`W_Z>2*l=~#cmgi3`!dZA@{3WLXRHN}mN1^Y+fojw};0J7h
zjkh0N`W_q%M&`iVoLhM|BJtBqHxU!<t+^mwmOq7iZUsg(__dyPNUJTj97BU$Du{}6
zOLQdbKtgU8lc8t_F5y@>2K)JEGM!Gb?Ak(B+i0a)w*4_FNjg%P6nJrTr#pnF%D@W2
zz!|~g%eUGF>8x|B!ZoO$d<y-^RdpRz``V?X%PQX~!jlqDY=Sd`-tld2XjE8YJZI9k
zQiLV3u?h)FQk3MR0h|Cy(m*8O4xBmxCIALNyaENSzO!KiaCu<Ggd$T58AF<qPI43o
z1E+3>AL+o<IE8dNv+>9B>$l;bpAk}z%q8IpOU^Q*fu%|XCkJ44Y)0J(+rOs{l_vaU
z(4RaueHMjiCp}Me=Y6&VB;$n;IheMdUjd<s=WAHQxT2oDK4<-R_~(C4G}fH=`QvZv
z`EZqD<Ap4K>GbYS#Y3+B!65DH*MnANwBkaNut%U)-k<CF9PqcW8+|R)&r5zr4R%l?
zIrS&__TyAzC#HIB>G=G=S>P~q5D%|S#{2&O4^F&&4h;7lKA#cv>^(jwhLQ+@yj({x
zFC51(EdnrOxgE~=Jw`G7M*DoR@!O4a@E@<&<@3(LSs3a@ao?w3uV3}!P8Bl{V%)iH
z`g&l;#b>DgUH<@C$9!Xr6}USM{sTR}x$TYdo}_f?#$(gwe;j_luMG(xTmxgFzQ>iw
zj<_%sv_RW_y)be=5!0@A8SBP{INa<odS?fHf!y`_dUfDlfs%hAu>M<qj~_H=sU36E
zbL+ka-%n4FC05k=raxUe4SC?eV3CaD*VKH8%D-9bjrinS8QAsgIvvOu>%XV^o(B|+
z4YRh{IPbCT(C6#;j%5J)0!HJ0n_vyQWBB?KP->|Md4esZ*y=|;$o0X1DnSJ72<_Yu
zI{Z#{JAX`KQcn2k@gqIQ%i+`Oz_Og@bH8rK)P5fxF)faVrZceEejDwNhR3G-D4DPm
zY1-B#Mu7T_?SladcEL%`2;Xs$@CUEYVd>w1k0d9zUZCe6hDTif9}W$aje#5W1n=rk
zr(F7dMh^hpY+!Z9{{R7l)2Iae{vCR7lP6E!6Jv2{1YbiI@_~aIMQOE`(n?eAoa!BR
zBmkq+pg7L^@tkwg0=s~oiU&y>0kI$WQ5f5)_1`#9CrKI$A1-^``9xsHnoka~nnxfx
z81%=3NLMF$Vy4(=hb6p|Wl;)9KsqC(Lj*Y?Xi-9vwwZk=JU`7`brvItksVV|MxY|d
z(LF8$u@C!OZZ@D(_nT#w7}f8kl&>n{Ja~CP9Dw9%fa}TbSseULl|;$@Uzg45Y>W)!
zA0yjgj;HbM$6nKEC`N0_6K<w7wcs5i94n5H<AJ$J3pW=k@d3<|1Y8Rp4b0%>xiBOV
z?R2J)I;q-g&O>yPb}DJq%ZHA>>oJ%FU}{fZ2Bx1&c_~y{r;y>sS*b*Ml&5TA5+SO3
z9N+v-wG|;doOIxa%)kT@&<}|K>@a`J^3NX^Ge|igdUPJ2pKq>55`=`CD2cJTi@?!R
zHRLCAeIg4g7fMX(bRZa+DTz9nGJ0H$Gd?Iee^RS*zGZEQ&CFe;HHycyz<G(yrUKL;
z)Dq*79CWbQYD04t9}N<ii6mt>6_U&4Dnp4RDGEw~1cDTj2s?~|FbE^QNaEmXab376
zbyyA|hN#k^$){B+RRxwQ?KLrlvg-w5Dsn`Xwz6A?6}b|Y0a95ZDp05zv<GO_N|h!3
zo~KQf3B#p8DN&wVB}obaKrEwDN`NE~emr3DG!F4D2q8(xs20qd-sVXLJd>v9rr@g~
zg)%`-MQ1=Nla+equsK4(GtFA;6uk7HruXE%UR+^`RG6`DNXtM9agzxO6%vq62}M2m
z#~M^MAOe+RN%J6@Cox#RW=WWrs#SQ^nGqeISC1aA=f4_K*+hiJp4_ILKnM$A31w(P
zNDZU_G3tuJki}l#s8MAEywU^l9%Vy5WGa(R1)*S^DJm+EgN?N8M*LT&F1#UM_xCey
zrtP{QiA#fBdY4nZD{<UKzfX3a>Y~c_MFgeF%|+z2m(c>6tOd9P`A}O@96oo&>Kx&f
zW}&tlc-7PX9bMui1+u)zl^X=Dw^mg?6?aJlNEr1V2Fn~$gYdOgZc`$Pp*29E%!NpK
zw6^3X`O9mkZzxPIUQkY|!(rh@>gHc6Yt!c%VZQ74i;lBNrPQftl~iJ<H3>oegHD2)
zjDoU8uPQjFG}1zgfwqPdXPzHC0hw|mUOerJ)L8F6x{O{~)1OLOE<XCCg<Z4ZDF}5M
z+$B^hV$5WK5jJ$BmtqOm;j6(rT)T+Wt3u7JT=z`Y5ZzMxsnbGb$<?H~#Xei<W(5|P
zt8~GF>u6F!Ot)n`pE*`DYj{__W+kU95~);FC?u(`G0F0f4iCKCbfP|Y=q0Nd-?tn?
z*&Th#s)aNjcP?b1DM|)F0zhpb4-D!OE<q4==|xg0nfxydY1Y{y7W=DGpL7xlmlRG!
zlXwPi;v`!Us)s~@MyEriQfct1l(-Swiw2!fjMO+#<1~<l<Hn604YJEkpa7IMgrp6C
z--SdfTApzvB&#Jj7|A_010OAirZ}C}*M+NE32n;6+NEK{l<H|KL>Q{U83imQaxtBb
zB!lR4#G0`AA4hU@I$fb=!Cgh=r7fwLXptxYcXip41CBJ?V|N~P)V74+saWBG=F#pX
zsOSVhn{RSwO()M46on|}aY;x5P5dAMB&eGKsWM;*Gp;MH(dD(<S}i7*Zq+0plxclY
zTw*rlf8<Pn(?n#90J2U%0F#a_GsBO7N{vz2H(xlysgy(pq(Zb}x=~ZB42KeG(h^c>
z&=-OXc2BoR1cKy50H<faDZD+<te<AASCY+Y<3dojP^1OZDK3BxA~c{=B1#FzwYrcJ
zMq{+m1!|J1NgI)$LEo?P{{TI>yGqOTDgca$kZp2BtvY$Y5NFFA?-An(g3TeYvYm*X
zKf(s!TI*N+BSjM0B@&fyQz22Pl<0J-T{=5)pi`hnZZuf2+89G@u+mb5B_n-?N{Ld5
zQ7416q$lQc+hOba>VF<E4I_T1u<P>vzv;(hB=uL*^^?=<o;yw*!_t(b<*<M)uR+hx
z9IJ~Yl1!+QNjEdB`N^3(-uUJdjQ1z0<L@6;)cnu!<L4baZG<EMF9Ls0A&7CDXBoz;
zS{g#!acOO~(xt6yP)ZPlf~6@+Bm|`(5=kHc2`3ypkO3rs0Fq6B15!@FVAo6nsx?b?
z1ff}K3)I9g>yt%EwjF|)?V(C}a#JNLU^0fnl;WHk0s$)9Ja~xz0F)1FczwC8hA!Sn
zczNX|hf}xjx>_ro)U^3^Yugvq{Hls7P^Tt!W}gb3CEI*Rd6_ZeN>j3@$!WQ=LP%kj
zJz?{z_mOr)m2c7IIU3q%;-e+7u&Tn+u#~oR0^;EZG^L2>3S7s^2|~}3*l4I;136vH
z*h_PtmL0i$+jSO7#fNm$8L3m53IWKnX0Yf`6{egBlH8V-+q9J>EW}uR$dd1y)%L9M
zem70RI3p&pmS0ces*nLn@+fzKw+Mt&weKm}9qN<d1sQwZ#f}b+8N-)d#NHI|)H1)q
z(y2r&jIuMfAgR?@1RFIVug7G5W7fqgT}j4UUzo?1t!}rhHlWi$sYg=6S<;l?>JFqQ
zR^$~YF8o>U!e`2ag)Fw(bTUL@mvs<ULY#L}SELf5=8z6S_jAX+K5l=><oi1LjF~Ul
z_Rlc+CsBP)I+wX~e9x6kZRatSCW(AAcEe?`GLXyz0SQ8s8z>|xHHXcw`7yk}q$XUx
zL3oX{E;iDK3@Q&aEvm(-BoIky3$I&mU2xub`?{nW1S}{iSRr~-)h>#mKe?EHl!6bT
zg>TEQ*vLg|2YjT*yqGdbn~cc=ZFIa1yu1qX7RpfcXCcV<OYJ(s<sm6KaFo3n3vF0Q
zBSIDw6@a}tN#nIXqeyXTOH47PEiJ{lmRrlAJ1C`k791H4ZVo-%ulxqd`N8%oeWZMx
zRN2xw6I;HiEG5iUIa5`la{-6Ev8_)2$fL<Odx2<4C@<TMB$WosW!$5R&%Uf4WmvTl
zLgsCeb6E8jTtf`g?t5ajYu1~1Ek$j)0;38HrKx1)*BoV{kc4VamXoRig&@L`Qci(M
z%O=xfr=O-K4kdR=!nF5Sm<>9gfi}}@86^Tj)Z|8z<E|wQthN>BDX_7Y^#B$KNjh>4
z>KG$gA<w3w1wNY7O*~0$DRe%T+?4PMZ{9#dPOU*@Kn1enBPk0~z$qt&*4&Ks77<!x
zJ0e1fb@p9pZlN(%splF@l%+mV8quh!B`8kANcU2`r`01CpHmOA$!$klE+nizR#Kpb
z5)zkGkhLfjFrqc2D3lc>@exUz4TiA?O^x*BepVN-m3Ta6WXy@3Mz-nYpw|Xyl^#Q@
zOAiQ+w6g20ICQqB04Y#PT*^uaZCOGVk_tk!1t(zyO3GH0>r!-_A2Gx!0Y?eY(Mr-V
zGnF`@ws%h41)V7`!hNTsdoyco1*xG3aSCt(0$grNTvC#~NeT&4brMgzvPec_I+*dq
zTGHGlae|C=heB2q%1T1k+FaAJQ=!syqf$Ud5;!}v^pFhL#(=@F^TKCN#E&`TH7T9#
zrVSNPj1rW%mJ;GZP(e(MPd1Q};quhNmaQNXJhZH@NGV<yv5aO~i6LwAlch~4h6s>^
zq^KaYhRl}JjOqUX3RF9<sK7MSs<2}?Ww@6a1xi}o5lf^cVC4hO2v`6mv>=3pp&xW-
zZVIR^Sz2MF#(Bhfi*d$Tkm^#hL#l5ZV=4g!NGHoqa<6!u*z(d3FYEmV8{R2V1Smiz
z41=e@kLG6vk|k(y!qM^)29%_<H93K>^IHpSry)R{4V4TGf&t?oK&wtjQ%pxvmQu2Y
zmQ<x`AmiTA<)3^1014kxfhT=wQJAVsODj{pSXo(HLAB+eMo4YNwhB@KLXvWGtI!S?
zsEZXcA8g1eii9?#c{KCqWkeFv&+d{G*v?!-i%N<#l$4SK6p}X|pTqQ=PTPa`vk#B2
zPk@pJnqdm{Hd1`WNv1g3l1N^lr6nLMCo5^Z5U@$q4&-cdax@DFZK9Lq7XJX<p|TWP
zD>xu2WGyG5DH$Z?KK8)5j~FZ!sflvmLye_Qdqij0aVk=P2+`&`hXO)!GK63!WRgb#
z9RcUoQp0{iTL|(cMP>Hn0!ojU`=%DrO0k6Mz)3hNJA{MtkECBs{WsSV%Vr5lP=F>N
z+}c42^^SYQ;j#UjO_bw{amU+ONg>5F5(0=;6!1%BFA`P$?e!Fm#y2@9{>i{w-h0oj
z*U%I*9T89+1tlr>bd7*LQX3^%!Pp)g)KK9#pwf_rLR@e^CJ`%JN-5MEM0cMItY<+1
zF14j9Do&-OC3_20gsu3p))3yxOVK^ztPoTjOYSL2Sk9dZQ3^QQ9_b`+);@ZA&m)GE
zq~(;RMwftO3rXI3bdGIwo?jPPahSD7*3;5sO)FN3i3TeYnQ5fAA*{53nU9y7T5#fn
zD+dU{0Nu4-re$>Z++|3>4@8$blu6i?W|ZPlw)yiJ>J&nAg(=-)mn{m=6&c+qZAnvd
z9B&|{WTdwG5E4Q{Nz}A}ay1O@0r4%jRzhVkRgFkXLQ_iE<#=f6N`_PJrNt!RWdkQH
zC_&W;Gp~e6(|DbR8RHR`IEXvMTG64}WQjI_U||gs@#ZBd=<G|V)WkKu!w;9;r&U_^
zbvTr~wLdZ=6Wc*(Ecw2Al%Mdc%n1bclg|5w18p@@gGii)l7tU1RH)KaFqDF~gLQ~2
zQ2ziD!rMxT$N&?;l(`643G>`mlnqI8D`6xBD=G5S$#Ck{a-TIhBOyUUV9e5~6#|DO
zFxI315Umat))scldz33-?x>vv5|wUo0i<Bb$p+Ds#A!Pda3J4IJU-wNpF^UBh!JQT
z+kS>*VSh;Hl_FM@Orq6TQTK}J&(mv60f0`V#FpH^27mL6D}B%j#|||=nYLuLB__JW
z7Y+}VQ(|2#r=Y@>J&5h+Cwwe`b_dou%(pGq0z=F)pS+YQNLn1$6WMqny(!5UQc#cp
z*o}fN(0qo`OOqj%2C%d3&lKb*Q+`_xI<^)Tr6g?03mL+J12HOvC*53hAi(vNAC{!;
z7?4#T-asdqu{sYaiND95CS)qqDX0%Zn-*h72h52jnJwVsaJHOrC$Shlhl3$EBRM2=
z-0l3mIDrYE)>wR>IuouTCl0#=M3JnhkW(g@<RuVO(3Axeg$1bRC(Twlhe`o3YL!x3
zMzVxe(NJfgAq~Z?F)cbs*eBW((ODw^hz%2<*rf8j4Xu7$;|~=GI_3ac_vHt}5fiSY
zNSsZTR1%h+cRBLgabth@5><>Hy6irGULd{4SCuO9tyE%Emco%xFj`X&C=lH-DS`vp
z2p(I3jd(d3St%rY+$}BMXWsIp`yEm&RnyB8-;+?COL79jV8D?r3^Ohq=V{89DqAc>
zVTCl6IJZbce(3=x3eI;(khH%dYmNyI$jW@Mr&g7b<fs<FR<#c?O_ih-0IVIYP&B5U
zaZ5=DAWChll2mRaiw(8qd_z*8v>+uw!jyN|Bn{5qy9-7fY9BBpG^nVS@)~i(c_H}W
zZWk7mC0i-Al{Tyr4io_xP{vc2Zav8b=waDW63fknrMWDUw8&CcNK?gLXP8_dsiNZB
zb5RL8i5xI)P{d>ew!`f$YYwR~($OJH0YzncLwUvlR#lYXj@VPvBuRkUa2#7{I4#L>
zC`y8tg%Vska*%KmQc^Yp0E}s6%q<hJJI=6l2S~+GqJk!3(o+X<??}J&)-e3U{g*9;
zCFw=CpJcC0X)Yv$VJp<OnSE`Ng=yBZl_VW#Qg`DS5ZG<j(AyGUOG$A7rxz*71tB_|
zlG2da1v*gT%W4I^SPK9hP31PLN|4(oJBot#l>)<RQU;~_t4iBYN)%F~jHlgD!3P;3
zQw_;1p~sA%gcRsXLrZ)ttOWboRu&Mfs|y1OIRp?%5gmj?b2|0de=W>nOr*-BD>cT^
zrLK1UYz`L`^|>u2r<isN$<Q^%S@PX&O$8xL`N2)Bwg#6Q3inR>bm}|}0y6U3?mr<4
zC=IyMi!#$A0I0aq)PcAGO46WkoQ+Az2t`#Cw%UfwSDK8&NGoxbhQg+{@j#H+Q9|;T
z($ZAPLCG#FQ<}<nF^N}@C1y}=V{D+PwA%_|MwIF)AtNZ0pyf(!3iA`B6t+nkguyUm
z>@T4(blClohopisovjCZ+w_UT$TcbYd#QEgNK0?H*O7v!l2Q?%A=2g(tpR86g$#7t
z-Yzm`LQ_SSWH1u2-lm>WQVNo!f|V`B<P@lqbg2p_N|UPu43AMmj<+f!!w=&qMwKZ~
zoh1u-yz3<h$`k=g@O3RGbHJvaRA~xsqN3Uy3m$sdL1d*)sYwnHpj!w9D+*C4AY?nQ
zICLZ#xVRwPfqPtOI!QX|wiKl&VfXoS7??b?ubZaXit^O8PJ#abN7NFqpucEg2-5P3
zk_v=|RNJLsX)Y<mgYGLEb3K(J%B+$)8g}G=?%D|0{LjPd!)wV3#5;2HW(96i<IpY^
z(+&6FrMbbG19%e~VngsyLLFI-@<Ysk+=Aw{1Yk)Hcv2_~a@ypVO|LgG#=m0`4plB?
zK63oZ{V}C^eqXmhB?(bl!s-aiX(bw*(%JM%4k7r?6tbdAt<$*6rU@lUXu`>e0caqZ
z{p`Z=81n8V!%q+6Z6&af!__Rlz$!{%3wb3?fK2|)a*zNgE>jo82}*OnZs2t%*I=%l
z_V4(20U;m`y~zX|ZhMZ$^}ifiUZmq2=dZ-<5(j>n>VG~u`usZlK73>2cmQM*3KkQ}
z-yTB$04!&GXRd!PHYg)>s2#FNB>n?FzfF(VL$(i09m&T}udc(6t>=8>sn}!JZk@5y
z`EX&%BoPYbZbp3pweDj3NXIah9B00IXCJ`h>PG&#9DUNP;~l!5pDw?zUOMBU#{Qi~
z-8aU=zS#L5oPEaF$@%yEvB7|5H=dURc({Xj=6x~A2*S76r#l=Ilho&9^}+N9*L@*G
zD+GKxek1kk*NuS3&$-4k$HbC$J%5kK_4MGu20=UQEgEk(9K`D|H^;)-PJf>G{d{=D
zj1Bu|sKx*}8}FZ7=dT;|<1kb<&JV-3K0QBPyclpu9L|v@VmW>JV*pVj01=M9pXK`b
z@1y?faogrLAFqcSr8xy7C$3H~2g5$Rc1j1hkb<SGge3zdYb5NHq<hLy?398|aqGc=
zPWr}x{r><hx`ZH(qm6Pp<ZtV@@!`Rwa`xt|BsuItn;75+>LpAmNgy1eCKV-H9g3T2
zCw#A=;n$+_hKC3TDsDeklYn%%OlV^`&Y0~exS$T-y?JR+>VR{>g~WBI(<jv(4O8Js
zmg<4`W3;z$JyxWR2p+0gNFC0{hdztSO1#A(%De1STF51YVpO6wIQJA7Y~Y*{>x3V?
zgTE3U6)HRi6CNCPqOhE4YCA}2vD-ROkO@2I8<W3NxtnNEB`ZJ}#vD()oPXU7l#}to
zk^tR6kT@`51xDr7xk%9BV4_@v9QpI{Az@e;C~Zj$AdT=+&?7knk;3V?=}5v-0Kfnw
z1b_!&+XJA+I510N0D?Mo13CKbo<4^6BYbwp>*>LR0TS6AGCK9?+w?vkUN%byI)DJ4
zqz#UG<Pn4O!9Nke!rqU(2sqEYH^JN-e+{$2MMk0Q=wI&xAOcFZ*MaGsf$O-*_~(NF
z%s?~020O`<9ujp(S~5Y>gy1-SNzVS6I!1QkH7eqTrAkWMZ3)Rzo>)eZF_KbokDj8Q
z5fysVk1auhr4mo?7D>tV^*HK2J9==6mWL&0+7w;~{3q^p?hfCN_29yM`JTR5SJZE+
zQVP)1%6#q#Z3jk1afOfp0D<>&*J0CxJ6`6AMxb6i*r_y!AXw0l#lIFpe{)#Bs{u?~
zG~}gN^O~ox&aYGwgRQuf<fx4<r!7b9mfv}}?69@G`-o|l+eup7acc-|v?Kylr7cNH
zQk<0%02w?QbD@dizhwA!wyE;pV$X_hd)ek&S{SL`RjBMgR+7022#lx}?KHx-<IHhk
zi0>w#rMd%)JQ!Rye6_V5jS8o6RTQaJyRKsDQ>4G|JmYS->!?!Hp{TAyuRkf(Wch{E
zYRN$1&7|_ZH*D0>pipE_ktxK6oTmjhA|tLSAP1gGlG9NgSsGoGq_V@x4V45q+E5;4
z@ygCxK$9lzt&6s+0g|C^TD2IlC{Wbc#+v=;>K=x}EtKeXEeb73)!|Kv(G`aPs{nYH
z@o0t8tQ&rp%U)D1Wk0p*aV6Q-7+@S3LM!eIub8tCk9`i-CYbLZdL-uBP)7y~CocPA
zl3b+rhwrQC-gOw|NpjAzYSfnL^vM9Jw6k+_F~(+4npzeTmB6+s*95gIG2WR0<Eb;_
zliaAXs8*G&b=y{}Out{ZXw`@6bBojJC3Q-4d2ckuQTCLkqor<;mg2P)wWJcZ^>k8l
zJHS^cxpiERS-Ttm0Be`rRDRHba9r`(dVv`zbS1|vdt1vCno8ifw%UD4YHa-~iz(U8
zi3tr(I-*&p#VeNMP~)_n2tpf5NkUQpZI%$6DCtg+lqX6?I|IRk5hkfMihNg8<6;UL
zK~sxyXe=cu2P!WD07&Vn(2ch}2Mr_Fau(x~AwG$XAglMSEiN*p0!D!1R8XUkK>(b0
z#tGs5ylomC`zK7uGb2P{M6mNx-C@U^Jsgn@B*A-q(j>6yMxs(d_qb<no>!V2RsPC{
z5~7s?pq9!hllD#%g@f#p7EVAbb|yAG&jt)O70!0t6n4~>>G2TKLHmm?tFKiOQgt4<
zNWk0<fD|F|9;e((Q(+|vBm(PeDaUO^3I``S8!PB`!V30nxY8VrRCZ;(AeAAeEA1HU
zNKnpE8fYqt{{TRLbo1Ws`nTDKx^3%;Y%EimC?|hxX-zrq0uH8z6g}WF6yk6J1t6Rd
zV8hv1@po>yCS4}hq+IvKMk}txl+C+HlQIJ`P)Z(-^+dEHYiU_SfGDLa1tnR}5zCo;
z`{ulAbo!N>;rimFSHww9Q!WOovFOgmne6LaS(0JWT6yY&Y&)UnqqwxG)FDU?G^GV5
zxqLtJpPb$oDqPS-%TBxblTW?xH>>dL)at}4tcY~hOs3(rB9l6$7E@A|!{KtwCKiRb
z18GTZrm*?*6Pk=wY+9_UqOOWHA(aYsMw>bW+C^rmDobP8sBxQ=5L=5iC2!QGHl?Tb
zd}$4~RvcCgApq(D^TNx*cl@B=9sIGnt)5-q_T5^nYIEu>#;ZiQB2BhrP^lBzhc=|$
zxpuu&eUBlx;w#x<Rm_*ng!v~}Eu+;hCO+8Pim6JcP3D&-9jH?!$By{8>>12H;+S~>
zVnft_X{nuQK?-${<Rvt`wBt=HAs#MyFV9;+tH!5HuX4)PiEULN#HGTWDu)8QGLRxg
zL}%TLP@fUWF(cJf9d>m-JB`NF@<Sk&)0-8uuM2X;5og&~TeV6A(wAyBvucs;6xNh-
zWYM0KuY9mQ<x-?Ly=?-RQV@K&%P>bGN34&5pOj<TPbq%TFAH4ZnHG^k<}6wb!6>D)
zP_G6Yx8?cjPJNt9l2uACWE6&fXa|ahpC~ARd3c5KnP&2(5-poCaPMAVy4h_JqC6x}
z=q@;q-91>D6=X@03X-PjFx>Okx3#?u3PPOm>1px;y>|GbwY*70x^JXgwCiqdB1IYN
zxJIz+(IvyEm=YYdQXG*ge0S>0dOWupWtLRJJjWFLaE>hUi&tVSg8XKib@=E*2veY{
zJZ&ifCp&9>L<KD<AfW&SEwX*}5qb0+{cwjif;{*5bNP8qo(smMdvjj1GU2}J)f&}y
zsM^{_UM#L0Wd&%D38s>kDN$G}DP@?bX||Mgt1hUO#z=gOx2!wy`81W(>XoT+qxqt(
zBu-p;(_T}>mL&NN$yb}0?mFy(x0V7*myke^)O*UI5pGIxFjRzs>&}J<Qk!TgK^ZQC
zr6A!c&IU=wNhghriiL8$KI(m@-;nI5stH4*Q%xmmQxTg_z6cE<s4_F|c}Y8rWn_~l
zMBX;ESb3QH7(xILH8!34`bH~@nSK_z^2KhsaxR+^=}lIlE};6Y`iGk85c{fewi8aA
zm{VL!4FodU7-jzeb+n`sa12$f+O>K#wMDO6^XU^3q7=<Sn<|+2P&g+`jj*L0jgAx#
zVte{1df`iFMA~pk=vLbGpzYKofUItDl5yPh;487MTZxkvu}r5=h_Qnjrw%-(2q0<&
zsV%tK2Ro8J95)Zgo@!)Tlw|`7p*kmIgubPuXQ=9hBp*zxBd-ejWimphii?pV3YU7t
zE$I{*`R||GRCno>eD}bbQhF4T*5<A+3Y?R<!rhHP{?AKr6$v)nvjrNJzOQ0fkxv-w
zgv3GL8Q+Nab@(f((u$t5u9$UD;_()pTVZfzx~vswOvr*nbp#}3Zo3*gXh77ml2Qr~
zNHJrFB!GNC5xmXxwZE38_=?nv_nCAwA$0rpuuz>XwM@Jqz`N=F2++AQQ%kyJ4LgND
zbgv))qM^3~#m5S%U$?H?zmrx~#c|pb+^pO86_r&*5~$5**e1bdN~jksC!(_2TAJYf
z)!?U_Q7S=LQ2|$0<X<<fFEQGspH^FACCBMVMQRR#umsbUC?TYdo_kH_-dO=ekcCcT
zml}E(lIj(Q085b`N{3LUup34Wday|A#03(dr6DRQAwZO*s1Xqg)<(p7>3sxMy4x-`
z%|%Nnc?GvyZRZl(h){(kXw8*KR)r)PwXqg24-XaxJb6vYTT`32R9;-%{JgcKGjLO`
zT1{3B6Z=<j)s<bipNDz-6ZVYe-l#1oNJUI};gmRWuSx*czRW5`+ZL?5B3-X8)2~zo
z(NU4h+nwuXuUEQ1XwqtKRh+C)qzJFOGxjY#xdn9uB5D#t=*AVqx<r%=hULqNkVcmW
zn%T!?DWVF2&Nqxk=eG&>ZJJY(mr#dKj~b}86&lU2GF`QBEkmJIQs0wFt*@p^R`EiP
z0+OzrNt{mmb@^I8J!2IEM2jc_42kf}#lh)l-u_ssj~1R7{8HQ8kLK+rEjs@IxZA%i
ziX{%0%NP_IT~>>0)R$8et~&G@{T4g(-%Rv*>Zm4U*%5-(t(5!hp$Qs89Mk13p>JB1
zj$G5Lv`$*vcG`J=MYF0;D)73PwmEwIN~9Xp3d=C*l&YkAiP#OqTN9sRLr!Ya9&G{Z
zs)2j+GKd2ZIfqo09T*9v-&BYfTr{KrG?|Tx70%%p0IpTVB}a0tM}vdRsC73RZ<w5s
zvoAoF*2-&EeENGey)OBFc8W#W9+H@ix#gisOBa;4NlFL4Qk8Jzguy8QNhH7mRCOjb
zCvt9Z*H-e%d*!&Y+7j9`tgj<!oQ<TCa-lMEpg>HR0~G?tHLU79_MqHRYcva<`=M5D
zdQ~QM8gzuy;@UQyE}>nfR;yI@CDAFh8cesR#&R?D6eZ`Fc*RqpZI>a}*|w@(E0kRD
z=1p3BMl0OKy)SyLDl?BXC(fZzpdiYV8ajx1_To-8H9E8<ZMUEjphKAS6L)fx!bdVK
zi;~=3cI)KYuGlq-T})h&YBuaPO~BlgR8t1OaMR^mF2187-3q7NQW!u|e7|!+;xEDb
zC#<VF%e7;2il=7Xb1dl9>Q$k1RA+g0X!iB-SCIYP8JfK>+aOLd=~YUTZKdrkI`WVb
zV~1RHLsL#FSuCkaN>rxQqL`8pw687pR#-g=#-{+|F7OT}*A!uf-+h)V8f7k(B`958
z8}wn|QGD!&%dL$H(vWS2qLFL89@gZos`yKR4n&(%(~sUgPNT`FqC>b!#+1}jz;Q}e
z1B-16D%Zt${i!wN#(KfESzeXTs>-S<C0nVQEjbZ49YTGsu=oRDN)$#)PHZaa@MYp3
zmk@6loWHoai$<>3WmoPP7v<K{d7n(RW!x2-1M8t%(U7Du7K0825_>UV$auR=O;kM7
zq-a2g9w>PMT;~1lMSARuQ$v=;2A@V1bU={_iS;KMYDH?J9jB7DGKrH8?6)C)T3JJ7
z*EDNYN?HZ6P#sf=a0FD|3RGRGs1B)dBtUE>y-6@_2Hig&?VUFl;7;(iXkMdn%Dw?I
z@*QP7JAm**!&s*d1h(RwU2C-!k=+C&Eh!2r1e&U}TPjOg82h7sn}q&{OmE*|WM5}@
zF5ABRWO9j_3<qh}wA!WVP*DJeQ)^JF6*_z5=Lrd~3OjnTG?k8o4j0sqv!BYK(`8d+
zT<*=1#C0S=Wx0h*bPp`96qG5)Lb5U$l*z^qOr9rCgbxaLcZHO5>z)@{{Lx9|#deQt
zCPh9?I-n{Q1)`}eI}OE1LKc-!snJ<=iEft_IJ8jMCtjj;9&_-y$DODMJnSHC?t^RJ
z^^RCH@M&`Y0Bt_gdVSP~L#);A?sKjqg+*WVbZ%L50u?kQsQuKziyQzB02m#(^w!gW
zV3V-YG6pvManR#z=lJ<Z`!raS6UM(Mo0*ij^IXkwYEjD6ul7ZMsYO}eC0RK=Ph97Z
zRt&hHkdcCrGnL>HayyZz{sX6{40y>+wH&YI*Ilr!=zQ()AA8{KhepFc9sVBy>-F2e
z2F$HF2R(85=k@XJ!3<!f93?7Jk9>3)&N^cRVCp}B;Ql;kPL!13l0DFJakruL9=jjM
zh;aD*KK?j5j^cBjLjxl??YB$~&*Smn<&DQvw@=IX{s$+HFyOa<7T5>3yscfbPWbra
z{IYc1b`nRpHttEr-7*iS`u98-F~J!G9kHB@`uhG`@4$^|10?)Ab^ib^pF_ZsBcy%7
z^8Wxsw*n%-RI)TQgf*O(6bZ=x0J$0WkHl@Bry~VmeSy4bc{abp&ju5+<e&rZ05=%V
ze}}Gmj{UlDnV9y+2j!0Y_56Omn;o8(Xmr$smBeM$q#Y}Dv@Kix;xawZa5fm}-?-G%
zDWDPT5VO=18I$zg2jjwsFfZ1^@<qMwf6~}5_J5b3*|cVs@lM083D1A@>$gq60(HnI
z<VJcQ^*@-;<tVFC?OSS@BC}lmmrSO^PPgSrWt1l>AuY7h0t()J<&fJE*+Soa)g`u2
z<BCd3LfaQL-BgWVlK|P4d_|XOR2N{xP04ZvB&Dgh3LRn7L#HSZ>{>GlO-avj%9HVk
zFoKmN2_WW^35X^L<V}HzHVJ?%NJ#{f763$&O@~n$oq#fKK!9O_c2H%tI`YF!Boen=
z_ZvVR%9Vtt^`5*p+{w1@oBsfpcNG(tHuYBGsaE5)OKs>(c~BD;WR{z#x~i<A#WZ<v
zeW2soi7V28oT~<4Id4*`jm@2XL4K)Gfp9%OoWP{ds#|dBwCT%wiqlk@dL3=$t}+>2
zP1$YxYx4Z$A<+yn*loF?;;N-(QKrnatolDOAEd_A<-0_ic2H}De*XZI35smH8gx{;
zq@@WBu6jJRFAE4j)<EKtzXA`1L~4Mdu%eI<6tqY%mA98Ra8uzL7P;M}xpBZHAw~j<
zQi7DI<|#^u7g81oPFOeGP*00qcTqeD)NMOko>Xg-`$>9HYBvQQfo8^sbx(^%rpRiX
zsg+?)oVIC<%$oAprZnrSa&wU8`6wxf;)5??{h|D%<}|1fsMcpRA<n3&n2-@J*iW4)
z*KmeXT4H;PD{;aT_e!-XC<)HoOCJ(ew=jHpb7z;AE$86seV-iK(k<0gZ+i5K$fiV(
zDrH(Ta-&$(^;A;x(xoXVk63+(jq6xp^gOpCKIwR3`#Cw^V{=j+N-c%U3rfYLqC(iX
z9i~r*J^3;lT3K?FLU!PtQ;s3(N?e@vMwup2Q>#Qsp+O3^>UeplLYVwwY7on7aW3~Q
zpsh(rP(oa2ETt}HPE_YsQ8plqQeo=u{lvZ~++lAzhE&2|TGE6qc?*sq($HGl$f;3n
zGE8Q+5>crarCMDf*!ES{((4ly1_WsoSvuXGg0ST?M0CjVDj{gpm@cU@7o@2TxCuNv
zbS_SFq3I2%@~-<*6zbhmi?!;AD9Tivd+?K-fPj!Qf=SQ13At-4lT`aspGuQlF)n(g
z22iR)jYp!xqd{(<%9P_$qEnlAq1jC-MQpt)Lf!Ll@|3s0aL5`o$+P2m^I$tjCB^ws
z9C4>)sez9z*Vf5W8B>}60C1HRH-V|l<O)eTX9~JN22u!6DhDwMA~NNT49tj(Uow5t
zk-13(_+b$Qs2tgffdCKy5KoBX$amW<;4{T%iT?lu_KlIrzC+)4-!N^iciOi^dwQQv
zW-UQfPwd6xN2^OosY!yu7>ufoJiV>tsY+M~LHoRUZ>If%-)qdZA#C^~=2Kc!m4Py|
zVL>_j<7szeD%(y7*rebbE05N71v*j_u<Sec_1}KEJ$}4&3Lt_B*!;g=J}nmzwwXa~
zN4P?pPmeBSsn;HZ2-GRn07ML-Ad5+?+beC#hZ5)}q2xTEq!W=yr(&KF`$!2Wr%H$*
z_|&yb5C`Q^NB;nm_4d2eDhsI9d=*@7HlnqAHAk6zu%kw83UyK)3s?5lZy_omCoQd@
zl#Q^gDKbZspYneG(|enne2|fM_;$5zOA?E8&}+s-o^;t2h)`{MeSQ^cy*e~X9dfTz
znXRT&l&eD6dQ0rKr;;8DAEfo}#a5+2dW}gArRwYP=<_Br>JX}BDr)pqr-dnLP<6U^
zkkoG|Ex|436ceE<Qcqw}VbhffRM3iluu@y3Mp{}*keYiXza}D^Rtno`O{GcDrqm9h
zuihy+?$c8`q^Pv4$VmzPyP+w~EfR!<2EzNbI0?&qz!Q~9jRvbL5EhR41qxD1=ADwI
zl%DVfsYz3cNLWD<qY>eSBw`TqW5cg9Ibm!!cL_8G>oogq<x?mtWYr#$@rsWt%~3;a
z#&JkN2un*`f#xY1+EGvqBR(kO-p)*+U2$m?$x+^N4PG+~krG^Y+gWZyWw+$GSz1&S
zFtM=*sN#8ZP910aJ2f;JaoDUph4~U8T-DoE=G1Z$@)b{mSc+UiNpK=WH(GIFAz-BK
zLtNtI70YmQ66?MBnOwJ7b>^9BlT?fQK+Z^x*$Q^$t6Q<?^J}VkYTODEAB@-BeoLte
z<6eZk+A^kz*C2%@#)&Ka)aA$o8Guqkl@LO;1amxGwzm*XV@*gYb*J+8WEoIUaGc0c
zk`xq>6bQ;nflefEH+h-K8y0n=VDh26Myby(Y02~CRBr2;<i@hOYebbEb>VkZyr&en
z=~L*ZTl5-i7*16#3iVbcJ`-zUxz5LRxo^uJYg}T_U22B{-FEO)^8~!@O${+70G#Aj
zsxW2JW7TPmRVk1itJ55t4FoddF{&u1)K-|wFYxK$qr+b}+p+nlXx=cUR;&i%(XLpw
zi?XDqMOlP2^q6(ow>2W4cj<Z7((6f>>JYY5{oNoJmgT)#_EooN!HZ9!)7XZ@M6E37
zZKMPj3Y6;5hLGD$xbl>;>d@F*rD`rMWSqrZ=YHc(OQC((OQ?4+TWU(7O{hwd;XWS-
zNeLtqni89QC6&{#w&9N9P8GDee1*3Vq^2D~NGmzxF)K1uERdL(U0m>&blmh<RBDx0
z)laa?OwT4mPgEFNPB7yNLfer|T0)ejno?XsQlL<y{tygCx_-%d)#=v+sy%C#R^Yg~
zd41V)mrkM7;X3r2t%`DBOOS}L!%r~+L=y9<2uq<l645*2=@i9G)l&K-#r>J=!L>*7
zTvWx$)UuTa{J`28NI4@yl%tV>_qa9HgM|zq%h%V8n!X=PUfYdSwzW3yM5!ow#H56&
zDjwp*834(>fVHQgq_3%=TW(V=30p*zEljkf0-*}Jkt7gE{um}YQr9~E$~)(qm((k^
zKR7LV3}|*$v1qjk+j6T=aVek)<;T+MW<@}4_b0ff+t8AL2vIrVtRG@k%<uhU#3dQC
zjA4rkYoKq9i<cu?V>{qyr^k;#2w3hiagF+C^WTn|(h1n_fu8&AvEMy2oww?E@y;pz
zoBfS(t}9)}__t(#9mKec-Th@loM(?Cym*A9tTfLPX{N?hq-8=9kN|;?QsMsH{iyJ+
zA4$Tve`wK5MMBb8rfD1}gRG&XnF%gCK;w(*rKw6XWSn_b=YQFE;wP1tlo~yWRJA#S
zYR{uan$^=)t4FflO;AXZ#YU2<EQe~ZFW8WXk`pnx3u*S|wv8xprxU`CiQwbJlz7qO
znDzuF*=Y?W2J~CH0s>M13{oD>03_+pu1OqUkBe#@#Zlzla=B?#AE#IB!Y)>xj?8yg
zB9j%hqPZ19LoTH)qMYNEAW{O0^yZRDLY9?ND?HuiVw@;)^{TR!g+^?&%rM`yY5VG0
z86+(_nhH=TZM7+Fl<Fx7;OalKC$p{(#cQA895LD|YX0d-VDWn5mQb1flSRb7;#y0p
zP#NBFL>BWa!VWvmAN`@bcUQxyTCJ<4s;Z_cLy!LebyIhbDnSmcHtQ_sQXrg+HjKeg
zopH*I;RnP!0ReTsUdPyE3yQGl9Xlf3DI{lY@s9jCG|vj0^<_!(uHIf0fSiLiy!XVU
z6wsQ-OnvVE04@_zd6~?4VbqJ>xX@`?RwNeBmw=#@sX9`SLW+>_CoQR?<&X-M(Ok{E
z-BOU}F{iS);Q`bN<IOCUD3;$XCCz1|tN@{?YilK0BT=;1ux`b-1hD8A0(jRENHKT`
zN}B{s+d>A`I34!m+b0Pf;~heHH3=kI<f%*80p-5fc%gV}=F@2jdgSHvV_~T%xgSyW
zIWZa=?c8Vb;eTTCcImM%TVlOjuG@3tCVSA(#TpGsi6Qw=CZsLLrmVDC(uWeHB^uPV
zHbDR=7Wb8W=AS^U2CjRL_SGhPjWsA#s%w)b0=6F87tK*xTL~p=WGJ@!6yAUrf@X!s
zCYbyyW^@PQzS+4b(iwg_+HgF~rr(a2btOtAD)yw{4Tw-YYE%0f>~9Nkjx9?{g;sFN
zntH|x_=gaDw)HdZx`hDkQkqdpkQ4%&Da?>akTHi@?QgZ5Ne^(^r-EsCjXTtjWuT#F
zJ5>y+rKd7!`^4r-ib|5;R1*r4VS5&a<E@qZQp0Yz<Do5#U@Ipc_*VGX;A0s8?gs`4
zp{hK{(i)X9D{P@B3J7Jy1th613?(XT4C)<$^f)Her<pODNh!)s2*^&5QZ*=?XV*|W
zCnMd#+}+1nEr1F@2T0D6KqTO&2cZWVfX)Hw*N=Lq2`n(6Zdz!}nVgB{Ol@ww@#0UZ
zee<BCm~p{$fo#ND0E=(dZKe<6tq&w5grUtjDGJCq^dR8m1M|mjK1hxfyeEB!Pp?h;
zejg3EPNndbH>J>%t0`8;01dz4_fPnNBzgdP42@fc<Dr*ivWNBn7g2?if$ovAm63uo
zws3lk+zuwdkO|UA5^bkj{W;>kMH_&k2DX^ebkK4qp7<uaXjF>D5^O5#ExAl_r7lrg
z)X$dNKfd#l`V@t*wp7?!9c^h-WjRS5c(3mnaN3VzSv6WU$?cSQbwsr#iFIe<%Yqq#
z`_b!=rp0lkJtiS+q2^o)OXY16GL;cz)fmyLQCx>9l)oNJPDg!*6PDd&)RZ`d5BOG+
zK?8gph$D!H%})vxoAMGU=&nBw-W6CiFW4_eY3RxJWd%DG4(KW|q!g#kZAdCo6toq9
zprp{^bdFW9rdmT;ol_vVqEe)HZzW|)h$});3?@MYk}nw2;Z=;$)VBM}bS04TgJ?)l
zUwGC`sn;TuVpo)=5&^a<_rhN?;B#xnHJet4G1)KLT!y{qwbV$9K0B<}lXOrN?1ZX&
z44F~tl=_uEr50p0KMD3Fr^tCpNlIqD-Rv&iS5uN7D0BAg)P(B^I#~^|(*%$_tOM7u
z;h5&F3!9vP@l8hNjjPGK{{WrVqkM?}0B6ygv8iz58f8IOJZgeawX0NoH42`FRvlVi
z4K6BB6w`Q0j+JoKuPSi5t5(fU&Z^g?PpDKaYSC}@y#iCSq@~(bK(~Z@R7Io8dqB_@
z4xFcQ<sgJmH4Y>)&1-8}Zy-~GxR9iaCLBTU0uWRiO45wV02M%oe{aN|@Xbv{8;C$y
zSxaVtpirYFWVW=H%9aqNtqNE|K_Cj2s#1UQBf03|J+~Vtx#|9#BkEG9fG<+PBhhaY
zp5S0(@f;pZP6oj5k&p&{dv))=-xJhufvhr@5`EGYf;A@zImsA1;DP8ycI~$f$P7t3
z$<j`nk<;ge?^Hn{DKI7pR>U35eZlHOQK(Uqkd<R|xep$nE}8Y;zE4gOvubo;Re_V7
zba#G(BP#je4!=G)RoiuyD3s+RKJXd&dgHfmkvt(^bgks0JzYQ}VVz1Hao2Clt~<OS
z5|9+5aj%#INjmfC0{Dx(CP_*G5f(cEd6G^4088QHuF4JasnCzRGUsu$Z?O{Y#y|r(
zC*6nC=Kun6*NM$wugbBlVbGc#J;U%Wu!m2kH(CBa9xKM=mQ%|sQM}<(ZaNdYdPuk{
z@>THMGJtm9Zo7^w8rfH~+V<-m3sgE%4_&muU=g|7f7fm`n<O;si=pP5k~uO7w@Dfv
zR>pIu_N{VLPcNX%@YBvOVWe$^L$Uw|bAjvW-1X_VY!BhXDNvLY>&HD^SsV2wXKlKX
z`aR2=B2EysWDF%)-v?k%$EG$1=m!jZ$$%9cgOYL69ryZvzBSxYk$H>!$4;7_w$f#9
zLVAmNe^Y?-B!q=~+wKYN*J0n`oxW#;Z9;Efd)MW^p#6I7k;i(3@$Y3oo%`qLKP|m?
z?XoI#{1p<cs2+oUy*mDV$Iq)$N!Mdzypk>D&yYN@;$RcY88%n|obGeepwGvAf0xfF
z`SWlOz3bDjUc<J2xz8VF&)ry7<2m22U*Y-saE_ZasH+O!eDB-g`DgOs{b%&NeUCpZ
zMXskvHy&GwH|M>&W1RVUDgc5v&iym_k+JXT@(AjLumXTPZV33})SlgXb?v_brpv$}
z9_Mqucl~-}ea8r@gwMUcdi+Qq!|U<kaNH>DX+CE%EEe;-m%XZ;@P74n2m@`;rsvn-
zIJRW60o-I`=e~Yf;+}bRD_1nRZk*>;{b#4+gK$&EGrs*g<KxB4d4Bd!PJ`FE{{SwY
zr+&&OZ<gm_@%m2KFdYLxR>yO;*v8$@;gWrGz<^Rf$RPC3r||fXi0F9NPf^i5z{dIL
zKnM69=Z>HaI11`=J7=*N@4_7i^s$e~Ph1$_q+oQ$PCJg<diOqq(>!!bU>#kE$v>Vp
zBVpG(eJD7<R&lmA*!ucsf7gBSgn*-*V<)eFPs@TNfzCnuoua^8lY<=)0XXajPnI$K
zc-)~Uw*5!I@%1?01G0DZ+tarnPwV(^vEf7#WW|JZHXjXj{V-!hpo5d!Z=YT|aq}Q`
zAboiGkgSaQj=P_T_;5w;etST)+<6(cmKvD)6_bn}`{QlCJZRw0r>AWGVD0^Q*y_dr
z?tU9~#t8il#{7Lcd*g5Cw@w8d&_%h8bdM{LM!dJdfcs!<Pi~um)4t$w(Fdw?xgSt}
zTm3#fZlr=X1JrOFjU)`5=b_x6hsgT$;M7L)PQF(^3ytlq@L*yTK*8ubWaVGe^}gqh
zn#dz0fJWVR9+}&|_`&PIWROT!aB;tEAIE;Za&SJJY)(hs_eR~j{C`K|(}bRyfv-Dh
zc$v1bez-C9OU6h!BW(Jg@*TYgZTQqI<2mRE^gD0Y)3?taxB-^D1E`ILa!xQak(068
zZu}8XxT%m*QsksK;z9k>Bsij>>x=}P>_JfJzXl8`l=cU2Op%=99dp+?IPabdW=%s$
zD{*LT13HwY1P%M-k@$ZT!+R?4pD328(UjUqAS{C7{sd%b8+8~~=dL&_6zc6rmA<uP
zoP|8IwsEirbdLB+Ks`4(;KITCw=dLTLsYLZp-E-UWaJeL>F9bNfjgXMs3W;%Zn~vP
zELF;g!EvOVEkjb4H5>&54xnyH+zyz>4#PIwIG{+X$^{5HQE^FPI&eA_ER6g~#@`+i
zcZJty#HGxO0L7@zOG`=`h_=?+T)_iefR&_<-tM(-emodhwC}WD_OTwi&9v6ohL>D7
zt|05P9B~fnDh{-8l!2UTN4kPH_qGZ<?mF<tnw%;PWfZ!ExDwGPDP`!(ORg~Xe{|f2
zj-ub4jROieb4qYhtcABQU|pA#nKarmroeS!K`m3-d@{5D01M6l7NB<2pb|IK2W}f`
zFNeyNE!0c9<w!#Hg@`a*UQYUwx8|$f&PGZaNKilana>6QlgdXa8^@eme_SY^zEaXl
zaN2FXB>V1Td>jvOY&vh1ZRy2)+`bt3J9u-gT=A*UR*U|PGNC=HoH?(;gHoxbsY!=Z
ztW#Jii%^|UQ=w61DG7BYrUS}&M~~%LwQrM@>hxdw0&CRDs|h|zUy}RKWgfm<gq1DE
zmb20H1?f=*O|2xJBNY04+kT@|qSVq@sKasC^4Tjxge^$(0>aQrR2*%@I+7GYN`W{h
z1LlwILBu$x3+!(Pso_=Cln%Yd+~L&@QNHU6evZ3@@dVUTJX%tF#vemLD{XRx5Rycs
z5$Zn5>8WbC)nipu?9?F?D5-4^HkSe(X0n&Mb+Dw6mm4aStPIIBv79xvj#b<#wCNHU
zp}5paok66<N+2Z_YSe|XIYH<!5SOd<q<gLjGNMG23Mo@Q(BmmvYT<+CWvf<=MWE4S
z!I4g?(C1w7>J;gyQ&J;1<d_QxaR*3Bj)f3GC|FWTR8mrSvukqvvn<O}mpWwFa3##9
zLUwSBpFXotd@!9#l%$s?NFiw{L73={$Ql|`O{FOiU!GjUqg{99HhehCri$Bg(Fv(K
z3-vY9V@4BSIss@u<Smt{hSug8V63fLRH5^?vX0wv&fNQb?7tPO;JiPAaJp(b?iou<
z!&-5wbRv&|@dg-@;-SaZ6yly!O|;oLa<tqKuTbrW2;tlh+1D1KX11!nvD%tyw`wZX
zmmMYQ`d1tfkuA1@kPsBLsw5RE#6yZa2P0M8dTe(R8Bgv}r(*F06|1hjDcu;@DC--6
zg~ymNw@msB?mc$t-?!tQ9|mZ&s-z~h#c6tzpD-s%^NzaH?*o(A=RX6&I=5iUjM}8r
zoDMUBqQlBdZlDd$mr2sF267jqf&L@g^mRd7di=ECZ70(oFF=X@mLg2wp5LstvJ{23
zw78V5BoI)vg&^;+Qb@tc+w0qGC8{j@J8nA~N3!V$4L*Fvbq#<3kn#z}FqNq(-w5b9
z5n8XaO%FwFwW@o0$C#3qM%c+$R|0y1-lQx3E%$1rRi({+MnldzwQLds@Hg2gZ6Ixo
zX8?BVlfVphHn!tIZ~+nLc(*(z@%;Xn<s$B`Qfdj7#JQA-EH5n1g!74PpZJq0l8}(R
zfKupeo`okkFZGY&cD+qg5w6J1*5M5x)MDt5P(pfYQW6syP6u42rwPiG>W@}>muu9j
zc~gyhI|N}$d=R3ZgcOiF9neVW)Q*N|<+VMRLZeA}hcl?5DGP?B0!a&wNC*e~N@-0J
zH&Ia<cyLz6(WJyo3B1oOkERn7X1UFaKJewu&YC4|Ihg%5EgEFds8jIdmJ+nI!}>&m
zl&M)Umhw}il5h_S-w*W^)9i+02<cO@D$}1ru$;OUh^>s|jQh<LjPyuOHpdW=HvLkc
zPJP#C%_0&5X*EdlN0t<)TS^jRIMQ9z;)q7dQbtY|alD=7MafXLsPNxP;y(pQdE)|N
z0U^&dSyK+A2T->N&I*=}`aAHV<ZYpo$Z5>;fJVf5uEWgz6N#?^M2N1i<ysTe<{wfU
zOyuFnVQM)~nxq#zl6C`8)1Lf4l!U&PnFxKyTUt_6<~!y#v=NY7$s+`A3QiO;jgJgh
zF7IkJ;}pZFG-*kFK3Q(4kkknweN!Gu0kz<hg0Ruf06F3Hqd<DkOKh!4sauaI6e$by
z-=!7q3uh`);^gN5kOof2bw4$Z<m)HMXd~le=NL>@_lYQOSA2SSW49h`sSzlY>V|?r
z(wc?GT1wmrB!ub|^rt%&6yy9Lo2`c)EH==VS!iv#f&e+sRUh)()bUYQ-5RZMeWbjy
ztT#!hJ#Nu#YAbLn0t}N$d351gtjR+&i$2V?u_mBfeI99XrxXH!$^o{vTw3(tdTcZE
z{(gu0G)U8XUi`V(ZG#7a^$cJDcEATaeqNmq@EjUPl_eMmQozSRNbB(!>C^dj;H9Lk
zSjS$&A1vb=_4)9trBdIJQni4DXD3#2K<)>j&k`i**2B;ae4y#Sm^d(fLz67JkVC2)
zd&Nq^emFbiaQ4t-vH}aT)|`Q<3Rwvxblav*{{S4H#j}XRagv=08QVK`?fLcV!MbD&
zg=z^S(<5Qi<>|qg4SLR+i1L~Gj#t5lwGvudL2YEDXD2xy4f~Az_xb06DR(>P8)rHG
zUsIp1d+^Xitv<<0TXkA?_fNbJ(B~cc92{?+6|id0JO;6o@a^b-$c%Q+0LoxnPhE}n
zJ!jJMgANN$0y^OK@3z?a?}O+ww@x~eNZj|&>-u!yk~8H=2kD%V*S>!}`u;gHLctrW
z1PpfV{04dwFa~xU5<$||7l9TYW;Bz1y-auGIMl1ANZ+q~bo9<oUHX4K*OAy9ZIia!
zZ{O*To&5r<a=oB~anF~Y-%}fLoO3GE-#)qR^T+3nwkN)L`>YT#jGtbE=6{E;4J$Dc
z3FrMl{P1JxSIlpX#(yAt=Wa6t<JUOB-yQnn<MG?BFn(twWkYX5J{^5BGn^cMJxZ`T
zjDhLtjq{B39-T4V47dO_)R>L$9$sURJn&=Uw%BJF8+0Q*d*``5cF6;cz`(``>79uL
zk-vU}zd$$djA}5v`jP3e2e-%^dYpCYF}4p+hB_Uv4?~Ur0M{LMVs(pJ<Q`H5$4<5w
zG4udH$4}4Y>D+_dk6h=D4j>;+yNn*E@&jz|z6Qeseu_Fk&fwqy*B_T$d_OQV#ctqq
z#{2DzcIXfFJS-C%`T_tqxriqEbKY=c>kT$nm1SuqUhV<T%E!aw#&M$#s6CXN3@G57
z1Dy8*(;l5T&Ko*w>9&KIy{FTjhCI#qc#cnp&P6D0PbRrwar3e$XY<eVJUXi$UgvCQ
z;0OF$9Q`r;w?z1MWh29<ArwbmO7gW|jf+Afr`PcW@aajQy0#HMrzBD7iwaXty4iAU
z@R7P{bnvF#lnDhQLxwyAC~0zHSA;9H1R<7`PN+l;$;u`oXUGZ10g+36)PP71ER%2m
z&UG>X2SQ03TwyWo4!q(c#cA0x9Z*9|Fxs4T#ec$v&<d1#<N$q60Nb3o6#6@d_M*{L
zs3##bh;mP`##rrCsYhA!mXnQ8sjd^bOVi`Jg|b6b>m?04Pol?NE(3`zNN~6us#H<F
zOzDYAFw=nV1}a&HvV7D&;seS>IE^O+oMer?a(eza{5Xp;mjy(nKf*OSYIfejZx_^J
z%0e6WVQbw)ctId&54=XifCuoI&4Kl5)ats>xo;0Gl&KM-vf3lUh}k*v;zVd6mJy$M
zT2K_~vg6BJg-b9CpHvl6FH=!zIE!9}+|htEiEIHDVg?TCB@8~J+`qp0JWgYRr6(H=
zy7kZD!wb*)0%}%kb#_u0BHx^cltA~rig83)3D{(WzG678!6;IQ*y6QgdFj;x=<$nK
zW%s@*C*?YbyTjfs)u5=DbQaV}{wT?>`GP>{xX{O*P299wbC|Zf_dUGL*KAFy#HZG+
z*)>VjW~z-#S!N4Ms8bY)tR&Q&iiZnJNpd@nG)YRzPoX|r_@MBm9xMnmxlZ3J-ip&v
z<GTWlPq=9C(B1$IONh%gRvQN;DQ=Xbu_{uONj_v9TgU}bol_DJ0^_`&yu^mcTMwhJ
zywj;l)A2y~an{%SM66>zO$(V8UCU?HDbnAk)F#qY&Cy3o@fN0}ynLins_ir8p+OC|
zO_<_Bl9IKYk>;JFqGk0mx0JM`rASU!6oiEW2_+==Wkf4dl1LZOW72pd)kzN`nXutb
zRjobRR;+}@i2bHep>Uf5W+da<oriq#lb8*&{fEA7O7qJ|D5k=y#bT<IkPp8_l(^MK
zKpSDmP2h|j`n)V#stUkmKqs*n01k)czj5<Cc>1z=?aDr4c`jJo#J4Kb)Dr7-_G(F|
zS6d_A8mQC#j;z{|oMgmKlhIxHnS8tPY2p)=&PNu{GOMzw%xT3E<Z%~G6>TR2$q;La
zoS4n2BL~=*8NfF~iNGU{bAz2(cpgE)AN!Ld*C@wC-xMH$QBG1~`3VQr3jmGnn{SV(
z`wNs+o6=%Y38Y7+vb3gkQS_)qW1&-Rl<y)|ox=?r<fOQ!(shaTWLPu{8k`|fq9i=9
zpKGW(l$ny&06Lv>{0-{KLn$E${{XsHRD9@iYwg9mZJ3ZKoY>@*v0A1^OKgg#E-ErD
zNsTf93w2aFsI61xK2BDovp$y7iZ~@1D&o+&NA|J!Fy^PS#Ffk$e6g&*p(dBi%1g8+
zLxg+D7X&9Nmda2L!Pzy4#akaOB<T`T@WO>l*-C*BXT!C{;9s5oIK|>s)s-@YAflXq
z>9$I<NAEgBDO|vSk-U*6$<l%d@AUkJ`OnjV2~IF^ll%wu;W=zwwx#7vX0>PBv<tG6
zASAO@w<{F--8s;->Pc>GHbj`qDoF?3bD{L%PK1I%SQ+dG>uenV03*j+Lqj1x5fCB(
zGo^taeE>M;R-z5{<aXZUQGEuR<LVKTRC0R^^vCr6KaU-_z%kQ|<ECYh*cKBJ<RDwm
zufq`Ig1VoX{yco+>bjqq{ycMW#@TIdy5bsXq$$T8aY;jMwt!T%t!g1CLJ|s;r4W>W
zNgxg;BmhY;1<5)A%;48deNvKyscTS55R#=SL<FTN1gT0VU;qS?b^v7Y9l4jxHeH7@
zBsnNzjTtI4CMkLZ%?AVp0yM@19SQ3pSR`rElGJmT#5@N~sy(|kEzsfXH5#c{X%zs@
z?iSrrlcJo~l68^<kTt6egoUX&FJ;xP_UZSX=Ly)5m~pAL)w?ORAfZ7iaxKAJjOYpz
zh|={Il==tk^b}MlG%5>>%{Rz<QQAtrJyxF0_H?anJmF@tv7>s6!r5U%N@R@1=cFaj
z72*`>Qk?GiR|}@#w7=h6VZ6_Qnu>`+=~;q@T^laoq!IfdL4xr@Qn%%YFXTz~OQz<A
zW09g&5``t8mmw8pO;svQtKJngpo117fE2_it>l^ODTyI~000I6*a64Hq#+?G7yx7Z
z&#67n8*$$DbF<W)o}o=UC`qVrB~?`sDs{*bkfH(Z(rl3eec~p=l;T`Ur;1fBs-<O0
zCJ=!k4ImSh2uz%*9;BI4iBTly8OCv(bU4q(aFx3(TPFRcxkkQh`(E;-ypoq`msJ9l
za6oVnQbM9tVoPA;D2$f#f_->ZahxFl>H+h<07$qnd5l&^HU7u1v)h|K()8XzQS4fb
zkgU|XSyZcX{{YHb)TJ$GqR{2FYpqKwP*{F~@>CQ-PWj@l`MduBCX<zwPcl~|JVIS|
zqo`7xi%8~Gtw_9Kp+NrarmGhFwxrmBq~#4sT{@uiV@Xn8AccB+<2ZqItS?s541+1~
z>Hd-d^#{unBBA7at|~Nwa|pGeQyOg;@RQBYuxITH<)bpyXj^=`=dBhmp6pR$-tj4w
zx7uwgTV`Dv`HgAokfPcX?9ioDN`{Or$1vX&f6UJh9wj*-sV(z+!^bxHa3Z9wa_)-~
z;iAz>nG4ofx!8)Ua$+)eRBEJzgp#}s&mX6^9AA$fQ%*4@hGa16N*!hP(DP0pf(l%1
z#HkBO1cDTj2-u8qS$sJJcpOqqz35PZwX*(t3|VfyY4^~Djp9;Hm)u)xWAdnGrtFj_
zG8uC%IHj_;6kcT{=~!9!ijsw_Va4IK5|V`y0(jap4zVR(MM>rPk152k>x?P3RHdm(
zN)+M{u-Pj^X+zE}2=d!X5&}klNlt8ip8g7X-R;iv8^c#Bs+Ag(K1AB}BHE2;+_D?j
z=7hU)S_Xw%a3$QjkmTj0I!l2%j(DstYJbVp@ON~oOx{%9yw~LYMZ_sF;ijts{I;Xz
zdV+sv+)-PvEgEv(f3+!dNzT1_QLMfm@_o{m1k43xKLtWZ#EzWoqlh*C052w*q$q7S
z7mH~fMc@x17JLB$3ZyH}b;Xc``O9<9ZL@+;nvkriYQQUSsd-*?XHhEU&Se0gB~hF%
z`|2Z7f)ra{?-J=jTGTQdQdNK!PK9m-;d3|sPk)LVLAT{{pPHPp=Bq3fEr``)S>@ft
z>RZ+1p_sD8!$5K6CrVbCHw-qEP?8-&b~VAxPqXvJ_a}^*oWt<F%+yAV+pS5sZ0baN
z{)S?*gs8}uD#Uu`j~Y6IX>h$gY?OkeyW|w;O=Ym^edg2z8I+i@{wT}WU#08^*;x?c
zNw$gr%!BTcFb_;cv`J}5^Au)0guI;#io*v^$10G8DGj!O5&>;MxZ;TkPIe<zPm&O)
z7?J|p)upmqU)~AURIs%rD#_A9RF!9Bk_O1R^Jm48A`9-dPL~Phn|>`}hf@4ift9x^
zEA24+cajQFT5$^vq=hBC=Nqb}G2}NDrKK+^O_iz(?Inj0g{kEoD@*L5AYhCoFDC=k
zrBG!^*3)U$OoIZ@cH2x!GZ+aVj=abM``$lYFt0>+MwG~mv^Y|)-p2|mAcU0%04aA$
z(w#&$w=znI%0`j#K2nkdSxappT2`kLR0`9B<)l1;t0_=BI1WfD)xJyV^;nS+<vh#&
zXiC^yo^$S%t6O@4yr4k|N>o`|K>@X`NC2$xY$Y=-NDZMSN{ZvkZTSghpx`YftqBP#
zTHVy>N`UuN(f5+1r!7)!NFc@LW@DVp+sl+}BulOc8gnEMIMAPo+heB}Jol2OoKhqq
zDAEWT98Qt|@*izVQg9TYq-O_K2qclgYtia)o=eTgON@jeK5B|qQSWJU&qIkNNFRI#
zn_5UtN<jdVhMQ=**P9V&4V8r{mjj7Ig}oRmEwWS&psed~5Ixmt1Osw)BSdvK`?YzV
zOq}OPDq353>LiU@5*D<m412)r(j!AZ0~&QcN3E}HFM6qsG&2z-a)1ZffG>o5io}0t
zpAIuE`Jo<iQ0Zw%+xN}|wx1y&D<MU_8xoZuD*!VTsx<e(8DKh}H7-Mt(o4!hNK2?#
zQc&U?2TO@obSwn`prS#!q|7g_M7Lzgb@T*zQP!A{VuF%<-CF$8wGvX_y0e90X&`Fh
zDN>HA9OSham9r#*xN;s!o66FkF>O9o=P>bBq8xKuE5HhAB}4>*biST@2>6)8isT6Z
z!Syx+lt<^~I5}OfCuK17wYroxw6gGFEr9CEaHpCHQS!(-z}JL;LP${00Ya-YtpqHk
zvZaKvD_Y43$O#W883+6X<0J0_!je8#SaB2NMnpx0KOOHZrATcg;W!P2>L(~9I+t{$
zAu0#nJ8g*VsZO}GI75E$Q%)sGdBv$mO3IY8lA^3Obt5_e2q7FM0;C_^Bgpx4Ct>|B
zEv$MSdTf-b=EP*L%PMh6Nn33pDq5200HsbS00x4VQ|<x?-CreACbs)<5aLNvTy#in
zr`l~nK&1?+_Zo4fJnM@>aKoRw!BGfo<hjg^Wou!2+>pZD5#LE|y|KDW;VWz`C?t%P
z``8H8kV<3~M~s&vvmKWlDs%^O>q$~vDAL}gB%vsAdV+yS8A4Q%_jp)~ka}{$W=?`e
zx)D1c%72l7hkll-V$3(9zZsIXDYE|n?_)^PooaEnPzf4{O22&C2_yoLtPUI~5UFz7
ziusQ0cUH<8)X-83s3A!KeG7mU5{&dpkNiY&(XDj^DKpD#r3)TPQnEvVNFHHqAzF}t
zoCP4Q!go$`l6V$lFn|=cRplYFlx6t~Ltz0V7FDlP8jcb-Nk|D&Pr5iJG`6?+TjhqE
z6O`KCdmdJgE5(iz^58Jju0w4}b<>s#CCOzgZPn=s!69y8Bj3=a?g>j_SyE5}H6ft%
zmTDB}?zW~8<hu#R%1eR3g_pvVmp}*#An5z$3&{j%HA9hK32o|X7>JVox1K3es#1U|
zT3b(;^3D!Y@o)`DP{AaV)*F%3;S71Dqwb+W=Nn3wg?VkZ%1L$5m0-B70jz1sQOQbz
zK-B%fxdagrZ-)3FK_^{>x?lQl<$`wErP36oGQ-#?Q1TsZl_ZArd22%T{@{gYN;K;#
z3f4gxDtawr&RagzQrk|jjV=VZQltj~)TV&*LerHXgpFV}N&=IDqPJpHC+cg;LRXak
z0C{;ufD)xFI+DX@DnS7WLL3@O6s2pyNdnVN^Aeb@=q|@eK4M%gp&nX7OKWJ8)B%M9
zh3=wKq7nnNnd>rQ+kADolQ+N#8WZ_^G}vEUE*Yk_A8p1ZugZV-kG7vJYdTckR+SKS
z4=o|3snDe*D@hAzq-x}-X^lQYqpjy2TWDAs)R%xliqN3KjuPrqtZG0jS`rdT(lnzf
z(&Q!7u0VBB(;>vi(&C#_t}<}vSAbAa&J~4c1SP;g(&VCQU2;E{s22v1Bo!q{aX}p(
zB&B+eK}k_qK^W9Z&k6I>^0%kU2sIWO>0m!Wfb6*Yfx`K5ZzU;9fTggl02CofDOw#4
z1gI-kHIj`$fxiYnw5A7{LL3gTgcO#fAxdy1NIH^-n{BnL1ptQ>rI0qtbu4ktN~M2+
zwWPYgEIP{DdA8ONwIn#=^0blwN>o4u6qJ*=C1O;@o?y&rVZA^&hT<}}07)dN#Rn4T
zQdR;|q?Cl@l_UaG0p}Onm-2xalqerTw<1Q7%H4WS99n(KSY?);Wz{y&B`a-2t+eVO
zq_k3X1nLJ`Hc~T;DIl3?TD+s)e3q(DOQG3qe#(JSA9X@xTFoq}!kvf`S}jUW07wsM
z8>I0E$zUyOWVp-9!=(yo#RmYv_fiV|;7*cIprf!LoD#LRE-6qTSEyQDFm4ti{_RAR
zvofDhk3FY|IVsm2xh*R=Qp(!|e(3SB!RtQ^>&%jSx~5jrhM+l=_evHQ&T<jSb0;n_
zIM)wNV>IueL)29*K9kL$;yd)oAHV~hOJD$J1}&v2PC&^gIXmNhunu?FZ}?-r*xa0)
zp1I%r{{TKUM^BOCel_uy5&@GW`TcE=hdqXV9XRNLgY+ct>U}@gw;axP$JF|NuTO^^
zzyN2acRB6&U~R#Gi6Y`PjmZab8b?#lpxcb&=J@~ua(^#gIs_f{Z=ZnJZP!16+k+0q
zoO}cv<FUurgBUO+)Lk*@(IiiMBP~T~PpLWRR!|CCPyN%1LPmEyIkaw4R%aABRe73I
z1g9+^2~!Bp;DivvM;*(q5#0xI!GjG6z!@h4*Er!xOSbEEZ6*yiL#-&E?<z=QDpS8#
z-Oz;&<TtH*90SCcq;k^Oq@^oF1kRA05hi&ORurG{A*F!BXKl1J6b|~23s&JafutcI
z01^-qG=b22r)&?F0QBI&_w@Mr;eev@k;lqhtj{S)!BkpsDag)rs$0n_AoMyILV@Vu
zz{9mgv*?sPCY?@Umq5XgQ|8N8s8pAV-Z}1)ym|mII8~-Pn>lQ1AMj`1NZ&e1AS<s$
z5$F}ufo-KKPC(f81Su*9xKdOB1a}7qeCK@dVJ37VZ7;v)d+mT|XpD}e=jZbz<EQJd
z0#M%CNICWDcJ%9y%hRU(3PW4$4twp>zH!$-T<|rxjyaN)k`i!Ah)M_k6tjenP&1R*
zaA78YRGnp5lmFX?M|Vg`_hcJ_3W~Ha5VipWHb7EIk(3%KNSDNbjczu&L|T+?1O%j&
zZczjT3H?3$zkJ^9-i~80@B98<*XMJdb@E$70&ap@9%LYZ9qgaNW#GR@vV&?73o5VK
z|3&ORT>X5HS9=Bc#ok(u-h$80kAr-!(;Anw<`@R7^RNbr{o@G7s(;u2_M{fB#8O91
zOD;a9$zV}O;5*J`3sUteHd^fbfuvJmCgc)!N?{O+Qf7JP(}8tDZbDewz?0VfRPA;Z
zdXEoRXOE0*-zJb<ysmquzV~q>+-&BFxP6IYv<H0tjN<6$^s4{ey`F&mcgbb<dVF%P
zHluPc10CmV{q=Qh7Q`#QfYpA}h`-#+zxd;~eB}OHP}h$>o@;9OtCN7%9|*UI)!TA@
zM_13%m?1YRe8)kRj$W~nbHI+J5|B1&(PV$NSPR#f0e`dx8_*Sc9b)=;h|qvSlHj&W
zsmMPH0{@-~(kF_XTWZ``^wRiw`+hHDbJ??i{@~d~hsKIQOGDCDh*Zo`L(;HA2ahJa
zE#2Os+Ve>#Hy_}@`o)WkXPFCRY7ZGfZ}k}{Lyn!(ul#4Wl#_s4c_TrpgN~yuFA}s;
z(Zt2EG5wk$N+*-HiNY%-m+|j?Zm}D->8yUM-N(l#1^IufHZ7#Rpi`|1dt+xJ2H<7~
z75&B2z@@_nkShO)e|v6pDMkp<z9^}Q#fc_hpN`b@+_shm*u1s2%4IOmm(z4nd2}n+
z-N(zTO~I+o>IuaIgz}}VjL;oK;7Vn0n4$w*B=D(*=U&2Kz$!kzflEe3)SD(nxo$hs
z^ljaeVzQ4YV~PxSRpTa3J3Bqkq3wkOGWv-~X+bcP;t3L5cv4gxx_-hVna_OtD!{99
z7CqB$R1k13vdqD&;=3Z%s1w#Si05fD$U&$h2<n-=aW8)YC$VG^tZCTg_eV~_Pis!t
z@xQZfQt7$hGM325ox#Qvxx&DW;p{K#uS6jQ^fb_YtuiAxDtsA=O8=}X{frcp0^I$&
zHC$CoULwbvXr*x^ZvKK6feM{jG|LcVr>FSpj=ncLKSj?*JsFYd_xR28_z2(rB6#7+
zE$ULkXIq=Ij~dv&8HkUf<C3}5X_X$)EX-o|T@eFT>-=bC^FPg7_~(`*eetjFyYc9Q
zQRT^9cIWrP&NH1e_ooU|Cqaf~`Uzz$9UIc1)Dmhb^Nn96{<y}!adw}-*(xQDgehRs
zltzLn#6U^CAd5TAMD6tP#(-aWm_+zog(yf+QOYH~(B|a%bd_lndHrOb9=d6SjlL0U
zGGb<1!9+t!&TEy6mwD~-{i1YTVOM3l7zFj!yfr<#7?aQv%F;M7Eo!^{cgyI7OA<DE
zWO%kn7wsT?fmd&TQ}T4{=3VnR!4KNc=XM;Djz-)iAx2Li>s$}WWUv|EG>LcdH~EaE
z(NpH$Pf5l^e)YSyQ-|>%@`9j$OB|LPU6OcUX2#OqGJ^IXMp0esPN#&o^-@Dl#E7@B
zHJ&lZmh_U_U0pb5<#k6frznG@PgLFWFER+$(qcJ|qUaf8@Jw!FPa6JK*`86nX{EGr
zqW8@ArH1@p^bz0-pLl|TR4N0I!O|(#z#L|vZpy3ujmGKGbN{j($2&Z>1+SOt+hQ~v
z{Ppx;ZrSf&&?u&uL{CMGcF*WR*(YwNRjNq{cSk)q9~t&sD?Zo;c)c_CkK=IBi^l)W
zEd+^QcsYYf(7WeE2!O`qAk5huLjdhX`w2+zS`Oxhrq&>Dmn!>+G-K%&n6zOCR@`?s
z)<<mK{Z*zP#oK^m^|8nMwqGhbiNvYe=Fd0qtsmf0qJ_lT+<N5j$ukFcM?q6V@apX8
z=DG9_<BwpDlUt=SM(^##p#1Yrc(CMSsTgRyQFB2s8@)_pbG3(cKb^NmrmNR@;w@r;
zuoi}?d?4JMu6#T|Ejlxf=dmQly_MWMbWy8?p9HX-&CV&-*_l%e$noc^d@OfI!eJ)L
zd_L4pJJ~1^g}zr@e7`caNZWkgso*7oJP!joi|*Apw*mdW`KgmE(Hj`=8uwd%+gNJw
zX`+5+$~_xN!2`*PPEMdUjP~>QZ{w+DY!neX#f;wU-!DFZBm?yngH41TAvW=e^2ido
zh>w|Hc-5eyjj$1vO$B_2(oz1dE&aQ-z0;|A!{+PFyOHUMQUiPz){Lo5a_^)L&rNTK
zBDcnJk1|3&Z5w}VaJ!hyw^dBW!wPtY6#W*YRi~^hst&i68A4rY`8@A{UuEy~N08#1
zkm1x%RY<r~+zpQS1LL-Sbtd#4$Bs$g@itLpIEiaRl*78r5@P05c9VlQct<sZtH{r5
zy?DuMfq|JsN|nKm#F5Qac)juFMJ)A%i+un)N-%|$MNkVD#EiZf5U6_f4WDFl5(qt{
zbNx5bP@PRa75|u8=#b{QT+5<Y7EjBzM$&rWEuCoevBCOsz~`-o$VGv$b=9*#J=Hgs
zk9mtLq~&@bcf`(6*))I;Ql6;tBH96y#>e`>abloA$2(FM@wT>87MSd+B#|OrCKa|~
zL5#UUgl=Yf0cCY$850pgqJYM(#C;yEW4L>0&R$w0Sb(lF;e(b1x#+gXR%02A&Zc%z
zWR3~}Zs4bOeS3xo3uW%Reh%Npzsf+;D;(Uu*xX`h$aBye3g4vbMZ0Td_TWal`+;tI
z1`ez9hMtieRk8;e&8N=6wM$h{ig&RhO3pXt|BjMbsh;8A=l=FnIg9euzq8xXmga#d
z9YBkGU>?<QZ~tRingvSa1qHZ()lka_9>nQIm57J}04DEx622J6d7~2NQp_gSh!!m3
zG#ajHW@Smw;OPz7<yH4Kqp+J<^F4WZd_#!+v=?KzdH>|z`N13uUvtNkeCCfEpYGGi
z1HcVR`*3=ik1ERvjMhggRf>3^!W#qOgfg8#&ct_kpsAQ(7R6ex8Ts#aNZdV#rDO0N
zs=a{c8mJO%VCIh&Lb+i6F`E{WZ2oBLbAhug82ux_8NkUjf~%>=k+m60(D4ilvmn`-
z2OVAE-^n)>b6mQ~q;T@nm8fO}ip?ZSaEE~xMURgpYO=&R&xv%{cS^~~VDlg^IGXd4
z)2Fj$*s&ZR{{99K87U*H!B6e6{L(-(J`o86sBaIPM4<c+u<-=r3P5Pn4;|j-kGhc;
zOPLTcpN!1$o6vjP9YJeieLHMhoXW4OYv>2d;H5`;Tbsjkt54vY0!`XgAOb<<7W*x8
zvi|_#b~bF;Vzs3!aMD{Ezlu(Hl)FLhe}H8oSYgGp3{a4*KN0E@A6g@E9`FNYQlK|N
zU8o9E39^fzOesoGmn`W16o+DNdub%ewX{Eioydfoo|Y%Zq}(mF7NVR1tO)zAKV1ID
za*+Z*5iA}qSxyuKO7&x%-r-VG=@Jd5`6ao}4OPZlDSx?-mdZnM(bqGHBMTyvG?n2p
zgx70(+`InLzHB7HRo-Rd`44Z>wt|^86hpyGFIJa7Uvw2e^6`*;(^Bq>bN>7Sq(C1t
zkLU)gT81x8&Q1TkPde-f|Ljp{bsq)xO+RG}B}nbo=ztjh14MFU@alv*Xxa!f27Npd
z{SQDuEgmnQm}?}ihDQM<8ODdTIA{$GMTA+sN)rFTKGm0}k@w<uKY@EpcHZ4jC$}__
zL0KTwyXasLxVX5zqXK}umxM81PqFQ)7~~0WPpWnw{UuI>z{j;San&HqLLX6L=2x*R
zwvE2>o#R-UQS!$_=g*u<&h<5#sTG_S#+UZzX{m7CvRthT6w<GCxPxH7WgtX1uvP&=
zw45@_u?6KiP+sfPDdc{v?p;P}4C`x)Nsi467OCzJj=~2+cnPVR+&kXWr+dw}pp%qf
z(zx%&Cg$T+e)~_;nbDuw=|hYL7jI-NpC@r@ZcDw_YcG~S7MuSq(&MU`&gH-9IJ?iB
zK*dHRr%%<E+vhB0R3dc;n}3gTI!&IAO1IJLG^op?lPvs7IJipeFvQYY=gKY-IuyRW
zjOqDgl%c9#U?Q(S1=J87xg5jCt$N_z5q@IL99G7jIMltLp$`lQ5P1v@jomk4z9Cn%
z6*0H$gu<m90YbH>qhP|86Dun_uO2wO^SLGAB$1-{_mtI>=eABnZzA;$!Q}azqbV%1
z?A3_SJrHKe`P-8$0oS5Z7tZHvlQSC(X2+kTTSzb_Iw?||#cStJsO|E$UIe;uahlgT
z##0Fq!An#t@2|Wk73*zQ4a2k9ax>M6chi;E$~8xX#TYFJ*F9lTQA%s}k<s92Hd#E%
z;I)_<;n#;|@OnWP&1vP$jp#WZqF{r3og|>wLSy?E_cspa=~Fo|q9w)|>cwa$eT1f5
zKDOnS0#&qT)avaF0eUkD@w^G<K5<y`os79z&z+w=ALMGFSLoZkY-YhD55V7?r&d2f
zY#z@#<>Iy}Z<-vqmZ!(>C+KK#EyB$J>{$QPE0U~v<`^a-xGS$P|HC^~RddHZ*I+K1
z!6dtrzu9<x6nX2_%d_y!r~^_Y5MtT#ffI<Jr!u=UBSb?Pv@pK#>1^N?M_9_a8sE>9
zaKBTDjcKtMqn5AH>RA?G(k5s7mRu$v_$QT8(YHUz%K>^9TL{Md=a-3^*58ywOnGta
z1^zxi)CZO%wvr2qQ^j7W@uH}guG=GiJxZoa7vOu@`d27yrDgC)R`*mU4Nn&8<(;&`
zZ};-|dUZjk{xlb<!fztC%RSsp$~$KsBp-C);L^8605#gK;uOCn_{f&?-u>~wN4J!M
zSao!NONxCn9sI-Q`5z$bMq&fm_yGv+ETg72yabVe7z!Zpxdjs+0ju2+twyJLl30vD
za>hThh`e9tNx^CqrL@Z+)H*8wIn2%L88+$DJ@K+^4cC<&XrI{mD0J!MTApJpQQP~3
zX6@IXgo1+6(6P%9?1O)~{oQv78lkJ<Y6=%D$s5yc!bwU*vrD_z&ytjU_Igz7o}}o9
zpI}8Ri{zV&`|fjuHvz??KvDzIiE0v5FCgMUUG8EIszqZV9$v>kt7fWd7rV30r8?D{
z4`UwLeR<xgng3fxGybdLp2L~F)b24~8G3yzj7fVa4Hc;C_lC|?yyZW@k^p0b7|0B|
z{EJPKF|m3=Jcp0*emP*9(7fP7pa6<EX-9_q8gINs9R<boE{wTcrOBlvT5Uh*bsfMv
zU3@W3oVoQt8Y4EQ=5U!~<ZE)WHES-f`HtzOOn9fGxlt393`*J7-|vIyohzn^CF*hn
zl8<O<I4uPc4$Tnz_rpSGoE+N-giBB|{W%FZtM%T=7i0`DduiHyN8b6Tfn<y5w~B#+
zQAxR_kNZ9f%!m|-z}Mhd480qsnd~`#*<SB>#r;qr=euy}i{D#!l7>5~KM*WsojJ_$
zogOorGsNkNIVNBmPJ3(UB#)^dFUo3!BC@6D&{>#*H6HV-f752M65xA~tb}M%_9g<r
zjz`@(Y9Nijz1`LXc>}X?3-9auQdE%5Fa1yY_V>&8oDMP{-<N5q=gaO$lqXb-cpD;{
zM=XD&?mv?v(cr+IGv#2_eT6Xh6Ny~*#g`cwQzWn`XKmTv(sH%<5lhq2B3<yH6$(X1
zR%(e#Qt=)z4)`1xT;L-K{ZjY2?d|%Ht!>xrL*L3z^u?J*%tlLco3O4&S6)Bvs69Ch
zNYe!2E;wU3d8^A;r*;pXEAPyQJ*9i4agvs66oh;?`ptB?DMxi9k*kPn7g5an==)Am
znp9T)WO*%9Y|jcwg(lv*PO4zpzLfg>dLTyd!ZWURQ1_KN2aRPNJZPAt)~&+GWjRG#
zV5}h;QiE@VfG}Ar7sZmQb&e(}AYP<{SYMi3>PBmBq&Bo}<ta(Ib&D<4z@C!`XRVNb
z##B{WZUyt4sgVY^SX2hMxT$ITPh~<s13<ToI(e-lIY8U$$uXV$%7mTD^0!46E%-RY
zy39kv{-wu^pZD=}H~tb(B9^TDY5I>z-AIJht&%IbVh)OsF{|EJ$g`(CY81#`SIqcM
zt<o!%hwBpN%Q4YkpTDuHc^rp~c{v)T7~#^bL6^+yCcjNNT&oRJw|q?f)t29(B2saY
zYopdqn>j}2j??KLM-}rpIPJC75Qbx`rc>_0JM9-lPM!AZ6kMs4g5+m%*~|xu#U;Hj
z&uz~6dJsn8g)Jt><Y)#@5Hl5=f%1MN5Z+D>fEpQ@D5DZEQE-$YzJ4hl6$YhmxIs58
zu#PLNd#zkf5C=ZxHeh)#N#{Y<jA9NB+}Zkb-72H;o~&iG)O&BAlttthaSPP({mqr8
z?e2OR8^**a9gIT1gRtiVGPcH2k7qXOh60d^A5O)qNIO_3D0vOT59C*+!)xz<d4tS1
z0V%jHaTjXJxcY}HNK*|q>!JA+_F1`n(}zw|YQq!H^1ssZxshrLOwjnSp9yvwDHk4y
zVFlrrQ9^?%swH7XM@^No5_c$>?1j$hObs;N9JF;y5t99r)qBHQPx*$!6~{C9%zHdC
zujH!qN}C0;f1%&_Xun~WKiSbsZv?-HV}r<SOmX4BHUI!l1SwCrA60Xguir88VmWpz
z?>xY8ucIyONyEWRRlun2b?2VXXlj*o$t_uD+brD#;@c}V4QvJ0G{ni)E7Q^j*g}SS
zZhjlYagfclghVILZd5u8u@i0xS_X^}@p2SyIPH+T$nq&v&vI{a;~q)~m1gx+DM0c`
zM}Xh>bDQJQZ2rAE%XA0NE4dY`hxjk_Ow`-hiH5G{OVy(BRXr)9N_CZl(VubjR8d^p
zrPc{4&T;AclH6{`#lr!GjfE8u3l}i-2R%K#5vqD502fK#F``O_@87T7D}QFi2B=_E
zCP;NHxDks4){WPh9mmMAIABb=rHF!X6z}((vkA-l{~SNNW}hg3Xm!*1NFghA`5)k&
z(JIVVEnxng(;eOCL54(W@zMgDmdLyOw_8(B`s^nZsXmQ<^VN<+x0*X-rfIl;5X2h>
z6XdzD)ig#Xt8mJMBBv*#$s8SDkAlw<MF<wyYsNnb@3%BjDa>z;<DR8%fo)c=WI*^#
zrsiHXd4ANA5w%8={8LY7bLiu<;26uOUmGMOAL`oXSU*d-q1o*cC|WfdlzI^*x|<^x
zSQd2ql5JJ`RiMkAzW8*=-Dj0cvdJGLCd!NS?(uxf|CsoLD{5w1ZoguRmHEjcIzk3J
zkK+3|%e7#Lz<-Ubs5dHH@g<KD>D_1VkB~C@p!?JlK?g0~60RopoxccRK&a~<vVXlz
zNoeOcK?lzP@vo1|GCZ^+7iL1tMiV4v^ILA2H!h_nzBaxE%rMg%6)h^>&}~6=Co>c2
z>qkmT&9CQ=c{O0}`d+;`bGcXf8P+G#%ZY3)<}HM|7cBx*8CgVxu@uLa3Fym+#Z)Cj
z;jB$|4nsmI1dkxGS%@`p_pGe7%zvc0Dwmp@uOUNFYSZY}m3RU5!IfnFGNR!|E<fe{
zzS}H5Sb5{An#y1qn{sT{0|`FQv<EL>=-cfU=xQwrV7jG+9=N*(;i*Ro5J$Wi6uvf6
zd}e6=)QGdH!%~_<<y4xj1jm8jq>p0HtN<rn;v1)BqWKUSv@ir8X?zw&9n_FRAXzmK
zxHwony{YLz<zA_o58a%AjXpg_#h@>Zr%vHCF0Dk(0q$Bs24@*@ZN)H2MS<)SJc{PF
z0X0b;-U)2-FD~YELs~}O&t|bHod6$cTcng|IU$Dv{xoo>kMNN0#mnBGY^Z1vM#Wly
z;X!6s<MR5RSP&}92?34fkcrG?CF!qL!)2JYZzKnysbq-+c6ZHP>%2QoeOGQ3-+qyc
z>nlVEHg~5!Nuc=iYertbI23U0opy2fuWgmvRDydTq{E$#rpz!jBsfI)x^py!!I`Oj
z*_%|5c5!d%v9_OGpDBWc-BLn{jF5`nDPLh0D6wHDJ>}8Z!H%WG8kjlkt9Vk5=Z<Wa
zpdiGuV_R>{Nt2-O#VJ$!t4MYEV*e~&Hua`zd?S9?5OhCEW_f*n@@c@I1L>Nku-&)J
zH|n{^y;tT!c22HaZQ4G&JpdXlMK!aQv6FD$x+Yj;xXJg&dC6Z5gBwcHqU7?r0F&$Y
z_2%S4i5%c!m?_LmM2%d9QPP6r4SQ)BL!DRDm&k-&e;`C1l`0D~ORZyW9?M*jE4~Md
zNj0u4ULU*LfLQh$HX3#hXwTM2iZM#(MPa|c1UD6y3vV_i-|LI2@D{=~T{<s#QBgDK
zIn(H{&Jt@f=q=B@I&IjL2l4{!g>g8Mm!UGD?`(hVCCU5TC)o~r3{s1=mH@c4rNRq-
zfV?sK`v{>v?fbf-oQM|-zV%d%s`sGXGr==8pLS9P-%cl-3efAmv7RRU^g5K6ED`@}
z&<2b$2kVC7IU!`Ty$5{d`}R+8$Y)O-zJQj-E2I<?q<pp~1(J?uP*Wx%R4n#jI|Eu1
z10UQTk};vBWEu3X;xuk1h6Lt99n5H3w~ld=(1s}ohCsyy&*sVKze%D`U88ba*(d@G
z#Nv#pyXnQ2Hc4Cf{{VjcV1x-^$s&$SVK=xRbI`M&p+TJHNVbn%G-0{=61vfOk==k&
zvf<U<>04QjHRoE~7aH1dXrfaWwSKN2O-A1JO-v`(_z91Jh09|l5xojYT`B;*?ZC0R
z@KC5|S1h;I6!?ob!x-x((8UzfST0}Sk#N<mW?k-sROdzcN(!_1GMTw;%oDHrqQq+^
z@2c)DldI3?hcYI`koCI-pfkBwYPIGkCdx*C38<2$jLU1<oue<~_Er+PcCkw@T;;co
zfM7NQI30kFhxQiL#Lx;)Ri*hdYV-vjRGyM~<CZmlPtWzIQ@Q976&ZhMqhUt1Gu_D$
zotPntrZXzRnN&PqwG+oP2^1UWnww<1`sO~RA4#w-rQM|<v=XiD0W>Hrl#IVOs$|;a
zfA(sUqFPMp>`xL!E3zcv(ye*(KR`Oo#YRlL5rEoH*ojK?`tQQW^W`O`Yv^XCwgu?B
z6z0a9o?SY<6TG4!{FC;uDePQ8BkL*kqES*#a*#<~^j)pA0D4p`5~apxy~%%>-!^FA
zC&0oFm#Dk=r}F2Mc4=S)*6-2Y+#5O`H8x#yc-p=vnXETOE-l6M%iG>=1ZM@9>d(R-
zL9aShC7aiZbOPUcAZRIJt+hA*_EV9^RH2u(s0V$(5;RIXA-4@7Q(VP?;y=p-=q5tu
zRRV+kBky4MH(Rx@hP|z5N?#4Xyi;bFS{U?N71DvLID=>D=!fy++5_@KR+FA=d)hSN
zrr-14%vAJpFL|tgkraM^+2&0FJfH(#<Rlin^u%*+^7@2Cjb}Ah3`AD{URi(mA7JnG
zqo>QTi$n2<Tz3{%A^pBf{#U+h9aX(Hfj!x7Rw2i1%p_L#WK!NEW^T2m428)->7ZTT
z#Jf~CDB0k=do^Q+FP{eSYsG(15&Rd-ti^I-IIa|Nsv_^YWB3jjBU%o0!i}UaHX~xP
z!x5f&5-ml$_r4*FE3mWtRFN-pSFI!RCJYlCJ2zUGI`(g?{ix@fS4ZdXk3aI|*!G+8
zonE4d%={4fY)v2-nRCel2fra|k}I&O?a}O2^R3l(0C5Y-_3?BwzY(!b;$-bvZ_M&*
zV-y6Z=q8|EEH&7E@8Pm;>(>j=_<8-(Xg)2v)2_kE4Y$@B$qz9Ol6c&<7NO~`d?B)%
z$-*F9MoSCx33gHb%dYa32px<Rw@cZ-d#`2f_eK7LNJ?cN`f4-4v4(CT(<;Tohi@1i
zrF9bYj;F-g|2ecb2}F0XS5N3VAoTInE`<L8@8d6z9{sQ|<T-4nDVvU6k*<A`%Go&~
z@HaT*+5SJc6Q`zh_GZ*$caM9VK*lx^T_8y)l%c`o;Lbr&1=WJ{h0P@$nqQZ`t!S$J
zFgAT6GHG3kd0JsIb~+f{&{**wV7~F)Ege0|!d5&)tdjBHi2=x4`%%CDPlh#Q^H&Ul
z53@-=Dhz5RJU2&tYA9k$B~MoqXHA8P@#6RuYuh0AKRt)uWR}+jDl|kU&J@42k6@#V
zV`tx)`IT1Ae;qA5$Gw+)&?AR|S#Mdv$4R3_)z>wxIU2a-ift)i<yINQ(ll+OMf!H7
zOGB2MD{Lea<8xUhXb1NMLl6wQoMQ9<a=PcWFBxx2KAw|02rocGz0iWiOEU{Jtq7}^
zizVfkcrNvQ4@H$E+1{^oe~Vs}!^YF7g@t&%Mf<ve(A6;;{<Wq!GC1NXmxyjPM4fH~
ziZsrOV@;d-9Q$56z|fFhX{U4Am4D~;+*5Y1(ooKbyz@UK_*|V^tJPQjhHaImZAgXF
z7fykC3?g*y5VWZMXLOP=G;-q`RaZn(p+Lj~85?N&QXJY{99x=851rD|qURtFI~|%B
zE#uW|pDvL_igbTsK*aQmuZK@Ia+@1P5Wv7&pWgzG2d1B6R$jf<d+$S<to`c{tz`Rm
zW_&Qcml*bQy6$+@axV|5t$#A8OV$G^l4mk~G{%xO*jpDO-g~!kD>C$>n^(6A#+!Ep
z_WQgR;p{o*db+ZA(7(wQ4(s~EpC5Vn=jAj_JlmG?RITSRQDLCgVZOvw;L~Rvfrr0O
zf3IKT@tA?XuSdE6hPa%+otvvGNFSg`heqF(DL{T;DSI}kaL|QmN_zkDqb%u<*1G=6
ze@RT9*lPQU^`6_BPUIJoUKm$&oSvTfd9>F(G=U89o%Y^&#m#~Xo3!6?`wt*+a&#T|
zs{xJs0XY4`ymIeI`4#d(fzM8@zF~gJuj^z!dw%}wdj|!EJ+Gg2Ml-sV+3hVAirFME
zcd~j81UU1hq`VzRdMP@3Fa4Fjz*2kHD@;875766k@pDjZJ20Gf=#+*e{4rAs-n$5s
zc*VVm0xTz_%oJD+dM8m}y;}^t)UV}Kw2=kLW#l-Fqmtvxxw-@HjqqQ24StW3{)Px8
zQ=QKo9DF#PE9j+`<Be82qY&eJMRt1qXN;4*RbJ(Ts?g|8Cx6_)rq94bmGO<!hnJpX
z?YMpMWWD#H`p-@edV=>pUhM@5sn%QD7$Co8^0CBBh6u%w<$KbJrzOVHsK}lE^Z#cl
zvHxJ(W(xw;*=Ju)Y(E<aI$OKH^}J4g{kAuu;3F$BRBpidoa`VuboFG8nsaJ@OhetX
z2hImzhOd;8DqVYjj#9Gxhs@B1<lIQOqydBXe*mT#A4ZJo{(FJe&+U3hVj9F$%P6>y
zz;rhMd--MJ*{OiPM8zVTn9yC-={Q;l8M3I!kw%FV;C*BQ=N|A~ZC(j{Mf3Hj#7d%+
zLPga9?jKV60U{4J3XLAP+5&-*3#Sw4?nq|`fly9}H@(RN*0k#Ko!|lZCDY|mBucpn
z1m-~@Vk|e4HF7Zkw_L%TmxFzZdqB`jeUI1uNf#@WuYR@u><(oa%{>?jINinc=EwI_
z=hHbbkY-O6jUwU^{{f;vpws!YgQR5%myBzICJJOgZqG)OeRM*vwhvXKP<kDka<mdT
ztg}Pr45Q>vNS+YzQ1P1>OtP1v0U01dc7+|q10BDL?S|xX2WsW}%G@D-1Z0X@lSNj)
z@w)zyfAYK&G-xPc6k{~zLy`8QAyxKhM9c5HY|rBImN5jk{;Z<inMHy(=SllOT{^Pb
z`uDzKl9H^4Ny+`@>`Z!+3K{)kCaKdWC9Li8e6?elv)P2B;_<J9a%CJxZd$VefTos?
z&;Dn(Qi%3JDL>%taon^`;k|o;?XGvXJ2gs*@W9v`*<I%*y)T?#U0vODfP}!!mz`yd
zG_pHpa#37WPumafFFv47WI|VQI=?^E2-A%g(18bP4kCD6<&P(OL37(5uM!(ZEHQmW
zPzC&i^Fyh&*B(}W9GN797$R^>ziOClo}=}fEst-7lrRwrRB17mHlI;$wyWP54>_dt
z6uKx{o6ZQ4y#RZAL4LnKND#~Vj*^_=JNr`61S!+1HO#Zp`c|jrG-y@&1T^f6`XZBh
z8L5~cG5GEgv(8;dt&4-D*DcvBc3)I-3#-?R>zGw9Z=we}84s?NB92O(vt44pMDto8
ze<Aj@Ov(nCY%Ve94lNvO<4e+)Lbgg&hKpzNM4bn^;vTcHk68nlzL*$;@zQz4>r;)W
z`u$W^XOpGSaxhqJgjm|xc6ip}g~rp?qT3{##Io@7wK}nP7~U=JrmH+~+jL3P@gAy~
z%R@wD=LBR+20(S#zqzJXx@=`E0zZAUJE?zik@BPvlH)xq`~Xc*FYYFw&C7<f*z#Mz
zKL)9FWGf6fmTGS4{FIfs?>KcCnVQ9*>wj=1rL6hqPWTovWO^Tyqxjg%&17Qx?~Mv}
zH-=jD0q&S5bJvMF!ZaYm<XQ86&;5ZBeqRPWx7)44L!Hl6sG9a=Ice%|2}|sJ?waYC
z1UW9=VA#Bqznl?)<iRoJ9_rrkjy$`wu+qr<>5J!xH00wq)LBu+Q|%WA{=LiA_nU||
zZ+rIM6-R{rBSTg+P981t(tv01vL>JX<&kz@i#M*hKExZNTe?{o&DsC1z+qoOo?wvV
zwM93ie4V;b1cLspKSLuS>r6XBwH#b@eX)HL_)}3Y8P@jtosZ)03c<##`$qS_bjv_1
zF(5Rzv1RLNtknJ36dh>hm_nR%g_hT3ofM-3-(YZ^Ou-uU!W;M3&hFnVXEn}U@VxJP
zq@Ig425vQfqJH}XQ}M>O#A7fAsgp*G(|Myn8{*<ZZ(wP#9egv3fAWJ>dqAAo!`|l<
zI!!JCXd@Aq_NK8o$xrBf{oI}WGKosv@J0K8#0wCDm;a_&vLWcp<KCthjNa612!5z}
zX!_csQHD<JoM?#^ilylSp?d9X!F-c$N?gLaq~Y7p9|4-@SK!`1O`LbmJ1MR;zWiPm
z>nJo1Ha6yb#*8t3P{Va#DHK_a@}@B`IA&|+2nEP^KAoR4@<d7*Y8(72s{4^s`uv^b
zdR}RPEm38fetbm#)sQ#`2uvRp#pbyi-n;WeoV04sG1&SYsFLV|=CSzw(ejzB*p&0>
z`P5GOZrOX_>0q^n+eYCKvGr<<N@A%HJu;cZ*5q7cUVM_W{jrgwyl}vE@1<)PDQpOq
zPz;+Pl(QCLwOlmPLKv@2{rftc(mTba_P_RzMa|q)?L;+Ju!$`h`D4gWpMUDM2=swq
z$lq|b7=$UlH?$wKv?dT2beIZYmY=WgwymxCrM|*tj3K^uj`0m-J=ZGoX8z#PB-QRw
zgC>kxQa5&tVRXF&K2~C+F3Yezm1z~I{Uo^<i7MrDj<b{necQi<s~>QO4;w}LUtDRJ
zY&~RI>v&q!{_pdd!&}{Fr6J8tp_T39jKADQ?3MaiC8wIu@qSgQ@u^D-YjwW;EJ_+Z
z;N8}y2MWPZY<wV6nzcND5q10A=Xbg5`2sk$%-rAtWu~(5p!jQ2_5~9x7T<{cc{_dP
zn-+OCM$v?GGN|(6aPWx&^hH;vt_J#;%-m|QMHthI1X0STEXX?rIj$J4eM<3}0*|YZ
zfm04WzIxp*W#<=e5{bgeCz{t6RRP5@lmgwWIyYS<06-bOCGiT}M%#dQ+qM5CX9iEX
zQ_H+3bHmjOOh&eWIlogM(5-cG3Wnke#{<=H72-F9H)1VZoSZe{z~&qVjXVe}fg5F%
zDoY+kEBwuxTkiJz)4jJSoq9rZbUN;1OD2X43qzLO4G;X;`aOilt7ZwAescR0{o}{(
z075w70;J;m@{2eY(QTk)BYs49u<d|<z?El^`->imnw*NrFY3b*_7s-O!;;9<i)U(f
zo;(T2qAOE9eu~#lh?I}5P?$ZaBSb}(<M5)gF91}|L2!VwICDpt;piyi$gN|oK24$b
zi<^Jp0VzE5%?bD-0x(Q5zc)#aK8I$U0f8aBpsb((OGr>M3kvEk;53(Jg5rzo+*1vn
zI*WJVr%Q0H9h}<YB3nKt&t|YNu$lqA)Fahet<B^0+&;NQ2R3O4%1l?Q*9{C#G%ybj
zoq<lF@&ZP}LnUhEy{lVHV_Z<dH51_GbvYAD4<aEHPU$P0z?}6&cQd8u(*|+E!eZx9
zE!%Axbo1bC-GG0QOKbxIpVj<ElZ|W(wg{9_4NEoz0AL`o3pQ{W$he_E5y9KEWW89g
z^Q-CshaN6fbjoc(68n9S>uzrMvjQqI&DGWe`22VHe1G)TM6Id?QN}bpf{4yTq(<yp
zr~~R&<@V{O9!gdP#(uelmgQy$^fKZ+)EAKkRa+;5!6<{Yd9teJVlDq?@1oZc$32~%
zsoBIq=#5N_^F1ub=gNly{!DG)^wYQ7974f#jOBTn;;w18cV$Gs@Uf@|+!1y<VO7_u
zVNWB@;>ahf6PPq8|9-g<(P#f|sZBzLKM(0Ht1hB9EZ+E(Phj2vsN`c{fOuCw$b1{_
z<@7S{#<zRl)G0pM?@4f<!*&}t-SOmf`|_53YD;Bh1$W-Ma^vn-x=`rUQdU?&J+Zm}
zUh{9vl|AKRtYAuT#in5IB{uKMb^l&k>kBA3foKHYKqqC<&hy-ZTKM~%<A!@(6jng!
z*8qRt^51_rjbcP$Is|~x;&?_%-gqev8n*Y7vFx)ZSx-_-K<u${yAz*<=`F6<RLcc1
zno|Ak*DM<cgL=c<X2UCj5v6^H5eG*r$~WbX7Q}3W5<~w9sRjBiMQ|Ig<e$IOhClsA
z8ff=~GShvTwCgO|n`b*=lYSgE@Yzk_mFg`TO_K~1E_^)>fH9%_0ia}0irDGJBO+0_
znl5!=epdAft3hN*aC=HO29hEO(1LlMB(x>vxU=u&?<gjRw5~lJx+<ekxRw*@{XG|R
zgV&3ai7Hmn!fp80fcsr*J7I$R-A6@#UOgHuT6H#I-rNv)_$b=<`h(wqKO?i;z@WJG
z4hbakAAs?4qgno{8nYxMb+VV>BXH%rn!^Uq%A&9njDXGdz0zf1;OP=P*Ztw;`^QeT
zq;6+$C5br@vtkpr(nd4)+A55iLxxsCK!rs&^^sJ)=fT^J@~86$du_{@r8<oS`=2wp
zM-^di6G{Sw0kG-K$4A!c5)w2DOOq_ID<7F3Rcy#6{7j6#>%06iEWh(8v3c2N!$AFK
z+hE9&5BEy*%5BUbPr~`|5APOBABsmsi9`G%i6z!_C-6=+DbE+Pf9};A3cGvGZwkKO
zkXY5WnfyV$K_5q<n)C8^_jfJY!=$!>O_xxtl2Fp!hr(_V`J`R;gV~g3r2e4N*>{hS
zwhNCq(csVHT?KR0iczd&Kj;KJf?p4v3!w+r?8C4g$e^^ay^F+_aTR}-^1$4*gB6w6
z&y+V32dJ6V{#?I5RXQD-zx=&sL!-mzq<C5|y%xb&qZW=tXdz`&61(_(m!_v%yYB>i
z6|+m=zaHFmyx{i`=`FMMPMK4oQ%dTr({&6VrXSjuJJ?IE3qILb<ykAeMJA3c(*yiD
z404Jf7g1c#?~)v6rdKoM6C89KoN)c?9X^|@py<U}W-a60I)1NHw_r43Z5SqMdw(Zb
z@!~qrx}VWMm|*nc=}l!N<Gtq7oT!D|_$~1gvt!<JL(qOu#_UOVvTc0Z<Aq;M0bVzs
zX!?&0X(R?QCW5emMz_W)5We;o`Z~BXhB}xhQofMndgc_u(8B06oO<|Rv`{Ei%~@H-
z1agYh@RBhWEK|%9`<v`FcwSFb;X#m(6tiY16N%Dd;^8smsf94GaPF||>whynFBzPp
zyvhqgikCg1wYm1;&bUZzoxaz5mT<+mk>Qahj8qINeFnvUbZfPzD-uf%2k()okxSgp
z8sy&Jn=NC-r?dFGYT0w@e>6(Tw@+J#4$**&XnVCGqWqMrRKD^{fLHI`Qd%cmk1}yR
zi-t3_eEB)9aw`|-e|F+1uJ|&(jQtyKb+nM>@W>AS%)V${;XJJ4HV1}1Ne@M0H`~2~
zSdBhzMz@VJ6!T+7-N_|6CS@Qv9>!UxeK<_SVV54GOQ7g%l$#3MC*uQqQm%CAnrTQK
z66RM@<X<@Sz0rtc^Op1O+NX&Vrnp*@c(K9=?c%#UOy0Sc7p_H%&4M`*nxPDw@~G8z
zpC~6blK#3c%B`jWI^}hj5YFtkW~Z2YKyT2^Ex#B3u$xBARiIvLh4F~xED$yFd`7@X
z9x=nZs@1Yp!3S<NoFQC{P)4@y<6^(3UCp5y(r2$M`NC<F^CEd}-S3f*vqsy}3g?hf
zTIQ%7$o1<Z<4@@t_Ks7whNHmqbs`#6%!8hK@@dWLh}6QsS3$olzKOiBUD<vBMc*bo
zu9N9^AYjRZi~2H8;^gVgEK7}!Q|Wm8IbDl#0(Sa2v-K`yd_en&^zEa@auya*Q%jZf
z$x@J@Q8#JDjqkNOL=Y58U;;rs!mR#*c2$?$QSMv@42=QbhAyK4x`-q!SA%EhOnNrL
zPw3~6fd6Wc2J8v!l2&2<Ss*q*PV=YG8lDe!>sZrn`u#m~zB;0r!LU)%n!S^BDB4yI
z1HQ?2Csv6_=dX%d9D+=(BCrPxU204KwnC`SRo9jx`W(f=0>rON=JS6v^0BZSXbp~v
z6o2@*PUSC=STzc$A&?{u#iCr{n2>SH$Kn7K;YP1iY9T%sOQ+T3%*&BzI*@A*z~aKv
zNEI_)_@DcP9g{-!FZht7)M^mFJ1(yW0Y9Y(?)WQdE{$ge2)-qMxO0)SF`Z{q7Ae(u
zTWB4&%*3cSJj2b^+K)B+5AdR9f>T#>n<+-Gs*x?S?MY+lBSdQP{it%3b9@2MIW-4@
z6tr6TIt4J`*HMxjcr8+UJT3ioWkE3_s*(F)f;K2jTArG<GV9LdN$$o!+<EjKrB88n
z>UMFV$|Np4tf(<8F>LsW>qZ+-mvDlj5iY?#^r5Lq8LjFG5hBlRK<cb<(^E>mqU(o-
z{$l*qv86~W9LltL7}Om%;F2qtg|dLy?+S0j&oPL^rW_FMV5Rialjy^DTUzY_W@Cuo
ztykGMdEeW9Wv{5jfJNY-a>HBALNBd-F5akf52?sEJVpI|n=f<WT>jamMX&QywsJ7-
z-L?pIo6EQt0M632LIuql#XX+h-*m?OpnbH<SIAL~+t(*nSzvb8tMm`<$|hEl#U>JH
z*8RC3X(E|Zyv`anFk#~CvRhD;90AK%)X?GMUAb^<T9+;Gn=F-euL^p9q<zsfwdtW@
zN#>YH7s<#VllP#X9q+C#$6GDMR{GTwKVD&|d-4f~)rJbcvXd?em$!Ft`gM;W>5|X`
z*yn61eWW>#`rE;uT^oxH7#>;b%{X~d#3m`1Tkcmw1reqi3Y1)rGLIgpF1V%a{C)@q
z08jT9dZi7lL`nP89(rx$`!boAfmm*>lz&NcT^=zTFn`?UU7TVT+{aGTQkF=`n`#n|
z5*lm&bftEIHq*Inb!w3`oViY(hu<vTD3-&62%t};B9-N{T549TB79K_KYmHw{^)eP
zPx1=-j&&Sfo(wDE1@q7el{l}w{{S86Tnl5`O73xSEjKHq+=fm5LzCE_N-e3Pn+`@V
z+!x4S&qTbk>FiET^HJ=U<*lFz?#{;+-n+Dt>H|VBItU9obW}fxk`iEKVg!T1^gE1T
z0C%K(c*lQ$9fWgi$b3s#<|$YFv`PL_zF`%IBO30pTAIE9hb#x#hN6aSgcY_{y5{0O
zdYX4^)n8!5vRg)To7x@WEtPWiOO<uE=FLl|OJ(&yL`3>``4M-52(D6Amy=O$4ebC^
zeG_0j!dvj*z|fs{itCL^99;^$Of{l(4b4J!<y?$sxppKCXr10NKWda=iz8(@i^8eU
zxWkt({PA8DtwM|r1A2ipuS#c3PA+Ck`(+(O6!=U~Rx<RHHl&=p?Dw<Rk)Kg9twir~
z@1sf)!fn8k0~j$nnp#MtBO_lEf6kL`z`l~2n^}1Rc}KtBYDe3gC#NI(qH&Kj)OcSb
zpJ6-a?70m7w>p(7P>dGTs`x?VgooWrx$*A#WYJr4Swk@i9X)ZfyqTugas5@5>F?Tc
zeiEwyz;2@{2RGC7-r=s3;K>^khPrk&`hYEKXY+cwt8y5v8iEZVw^8-I&S7Ddqk9l4
zu&!T7^OYPmq6?aCfaMm3TAIDD0xZx$(P4xBOSxu$G+SU($zBU@&89ziU-t!7e5Sh#
ze2g&h%yr}$v`XN2{2vQ~`yT0Pz{8sK(UGS+;(uQ`QZxR)pL!pUeN^*$m|H(bk;7lO
z)pD;yO3~+=iB+eE^85;YGNgp;!Y~)Ei2d%D?b)>U!rX|Av+C2!`uE?jxAmLgMe`Yc
zpvs1(@`<gypHJQhFoUeY9FpZ<O|C#l0Fy>(zZPJCmi{KofG1m~gLhUVn;)2c)GEY3
z(9%<If2KgxZmqOe@JRp(aV~-QPN=l3h5bn>nX}vT?`{cr=cG&QSTLlLQoxu`?SE>G
zxvSj!H_hH<W>xSA>SB@eAHe?6qU1=!_klLvBzrV?7s#1}vbwKS)02YTc{^D;Ot3=A
zSRjl>g%&;qoE!0)um~Ri8JCm}iwbJP`bLP&-B0_s_6AfNET>@dXiRu11<v1+GA)$t
zFzop3Rf9pPH)Le{j&$XoqE*St*<bhBieX$@6j9IE<}nhR^f^wA4h}U=^%t=vvO#Q%
z#bQ01?pRbmGBEYD4lN9~L=+gF(4s<*rwO~f(QJ=&;t$(iT5()(yvdHxYOO$FONnU7
z##ZCNSLrkKMoUL!Z$)K?48+0Gq}!K=mi$r5*#cU@!uHQ@>uqVI>1?vJ)B&RV?fUZR
z8?F_i#VOnmV|)L7wv~CXTzqEAV)mh88_X769*OVBbZfnwLF&=RKk5yw@93%ogy(E2
zA;P#4lVa371LDX3nlS{x$R3-8aS1!&9#2@RYZYX+vM3ya+*UkiO1V!=ro4#l`uS4`
z+>#QIAV&m~8lB)lDmL+ATcep41Jt_511Q|!cm|pl6F*rDyNZX18TLe{=JQ_a`L-^G
z8hsgb&ER6+6jg)GQbf^cI77ME?%T<q8!`7no;%a}DnevLheN=rgjyY>5;u6Wd>{3u
z(o>`dKqekq`sGKFjdr~HO~o7hjrDDf7KJ;Fw%hg>mVo<tqRMAGlSoE$hmx&6-ylgR
zK%Hh}Im{-inPUjG;Qw!}2ZgO+4r)al0}RmU9E>28;m4@v6E;4KblHT3i#k~bzu{+K
zeI7_UDyD0?0we+C-$JH;|MRo{pq`%*C&#h4Y@V7B!$z#IS11<>8o6B|ECHumKx_*z
z%gvJ!IU9{emY|_d(p1gZeNy<O+M1pC1w?k$V`2h*xK*7J#H24Q{&W@jzFg)3`xGh1
zIybTQHaE)&d)37$SN?0!%~i3vhn2Tm(wreoaXi@{P;grulvW*H@CK#x?uO7<tXNH1
z#vws&Lr*@ks1XP`d6jC(qo#g7j5G=L+3_ugM_w;DW9Im=56W*2%j?(_Pdl8A#M8%_
zxj9IS^p^`KT6<87(FQ>fIDB;!S4ZO=B!@31Cfp<nD27OnBx=Z`U;q#E%`M?Ri^3VV
zmRS!Li@@JA`*J<$9KAp{Y8{5#Lu5`!UdF+fP=-BdDu)0wes4(<;6x^GdQX>lW#P$d
z^EkCEkAV`*%qfYE+?tRjdu*NxouX6I?kK{Iirfvqf4>PZmr8id7|;!zsZqr2pCIB4
zdgBn2B|pfKWMf`&RVQ|edn?j?0e#Iott5#BoucPe4}czUK*>gCVh4WHU+7Yvxwy!a
zET&}R!K>-#qmzoO=&Sj((d$vf^qt;|i-RHwz+nQ#;GMhV=|&WvE0W$~_m5X}vgcC~
zmQGAWO}375uHKMiej7SErK(N}jwrDkn-C*kOK%j64r-9v(6qL?5sGJYfWQsJBddXM
zI^O9~w?R&Uv-HI-2P$0pvOJstIF@SSg)Q`WQlai7%n3RXE8kn2b`rvGS`U0ubBL0U
z9ig3RtUyX@6amf5x!AYLOF+Yt(&9vW0{i5z&hJ?^JuNq>eZ1B=ENy;EBP=MXfRh>t
ztTJQ_B0$)TN3rKA6hhT^Rf&Ot)sIK$gnVjvfZ~o{yC`uHq1680N8vgyPIFx3%wAC;
zhyC_N1Jhd->gF(@{hlYl6%j4(rDh;Lyy#fCBX1jb<3@<>e*nYNxwX&}0Cs9kREEz@
zEqc9uF~`MZuZL|I5ejVtGvD<lI8%PtH)Z=~X=0`sd66LAxKT+@^_8CLe|Q)lDG-Q{
zfVVSIGZ3}|(gqjy%`{wbn{z{8e;4E5xU)gSqY0bxtf|FDQ59;GN7Rzl@HE5tHpMSo
z<{CD1>RyUQz0zDWdsNcpF>D@y9ym}fA+&IyL1Hwcp!|4FS03b~q<2_tNji>R*9UQF
z5YNnTM5*toO$~c+4{=wb&F><_vJFtP&YI3ZEQ(&x2nUE8e_s<~s$2SI3vwQ-jv_~}
z-N2<1HW1`EM3TnqM+Ux%{LC$U(!gOx@)j}+cS`3TEV+yY@5o4tcq(93Lq<rWXaE9n
zatmi866;5+NtiE$c(?#um;i*p5YaM))z-I6Z({YkR$!s(-?kM707YU@(U2G`X+@`<
z7#>(^WV8t_FPl+%It#9*30&V8jxtUFc-$?(fKA|pn=_RO9vK$FM55l+2vl6gpl9wq
z;(UgS+|La(UEt5*v>G307V{vZ_{)l>U;Tn+`Hu?M>L`B6F}J67&Xgr|^oHipP)RCN
z)o3x^cQ)*1nA3|m4Q-uxOheC11~-;<!E93I!wbZzc$BjNDxq3DW^dv@fV<1Mcj;nI
zz(CCG!`R!ZkFL-e<S(&{K7XEV->skr(@=<Y9vw_4PF0@?|C|%(Wcp{-vY{KfKQ6Z{
z6uUQlGC^}{@qE1omu&^UU@Q*@Dl)zZwZjBybb~#}wKT}K7=?U(&DiBcDCTvPcnamW
z%u&(74CxgHRvB-csK`7jaKEN?<Bdn*@azpJ@^~E5gAGfMgYN>wPx)1h-1YCE-RGPg
z>_dsYrG(~r;lG2xj_~#A#AMtk{R-H0-zwg?O0$GeT!2jGPl-}0u{ao4pA+e6$tbug
zyQ^du!658xcVjWpdKvE#_3*}BZquO@LsZuMxvo)>7p^Ebw0RN!{cTEbjrJDjjnJj0
zvQ3kMaiR=;5&GRUJZUuQT<wPt?!b8%SQ`=ZxEVDvxzNR+XyHwxZn!L>&5fAQq<9xY
zCVq$RmXnj_58A=4$sa*16J^w_*ayceKYx}2(0d*g-)|{%r`Qa-DH`-WH+LXhlk*|8
zd{@N8e;?#Cp{DBZ-aj86x;(!g5AysBS}D~U6j1b=nETyKNqN5SnH)+n8S*jr#-or-
zogAj(GcNI`XW#yn&gP4VALjj4TROmcp8gylJqcDLmR;eO$rGpk97_l@It2YpNdp_5
z#3n$zAZDX$Q-fA)!X(*bk<N3S#z3nuk`!X7GY?GvG95ujk9Ex05~YfczWO=Y23qzR
z^b99qh?72qbkN;kMiIjol)?*9#i`6HT`~l$@43(UI8wdJg_i6_rUs?m9ieX{;;(mq
zhw`d^9FO)LGJNt>mD;NT5vMS0s9-4JjdzrIB*-WgmW;hQjV8bRNs*pG85tc5foeVK
z>ui76b&jZ)T`?gfqZ0@A%zssw0UX4Nwf-6arbv~sHWE>_&R|~Yw*a&Ht}ozx;$(&Y
z)v=``RcKV1cm+O{)o<d*9N_|?Am4?y-;vt+MtyUl=p=Thw0Di#X908=3jY&mH}~t>
zpDn$cyX#^@=uXD;bQy0Wp#ugrin)>6%umK5M>pUTj%xJjEtgau;tg-W`stSHS0Iw9
zDHYJ$!=}#4^7p=GfX_LqDP;vBrFOUiZD<YmgS~73iDSsmLoP=jQ}u5HG+&(x^`7kg
zVLxc0C`Lca5Gj9a8e&xTg_!x7+gCSZ)|b{+3FJA)<wpjBCcm;%MoOFbgF0$`v?{%+
zpPb1hZAbkZv%mkhANVc`C=E0(MqT&q2u|9=;X{_10{u~5SE<V#Th-$Ijfdr)L~y6H
z-gC6AoAYx3<p;x85H<CI!d~a+iuzZiZX)%~pVL2-8~gPa1v%;%@|qpLS}&Yp2)COr
z`2stEO)sO@TRC~jOjY-{q|PTxqPqBgi616G|BtWp3}@?)+j!L8TkRTA5~V0=?~;TD
zF>1A?s2Z_%QG3-4v3C<mTD!z3Ev;QejoO<kYE!fQKY89hFP_)ux^kT>zmt>ixIgzj
zP1FrVwn@Io!%%42lo-vn$NZD>dkVFcu<p8}ZxlSB>8lc4=N5-!E1QOmVWgBL0=UJL
z=QqR`OvD|RsGrGxroy@mMVsUDm<*<q9t!1j&bgSV|4i#!RMwtb8Zo0kJ5x$(kirq(
z9v3hPkw<UKAPn9RlywsRaYeKFq#%1+v>`u=fynF|HHBFiucEcRn4;h6K&Q8=N<u{R
z4b7E)(Mok0{XPv$(5m$DTK0T@8z?o++Rg_*U}*er0t14@fGf<+%2~GYhVfun0B%rl
z7>!Rgj^zh-ot<5J#lO#2`&}OrHvYY&K+<CU3SWW9NqFKq<RLyd@QhAd)Q0Pkm{6+h
zWHaaf(4y~Rd#`kN?!7+`0BEXT{#dER;pS3*<1ki{vUYns#Kd00naH=>d(<HPRS|zG
zxAVprJAuO9X*O|%8D*n%O4ETLBn%0ghNc`xX8k+J(DEvAc`|*}KRmdgyo<H!|K(R@
z@0H8^gn`=wOv*ZdeV(O866alNk5=AQTa%2*Ky-qKUF4n@BgSdx7iX&v1`=ga_ln~I
z%6)xxO9XL;oi5eJiFYcaG{ZWILXPF)fOlbgf!y3YJhz!YwnU%Rf{;5&bPqhEIL{yx
z6O;0lz{d7sCRtE1a~!ZJI+x|%QZwW3d-f9k3<9`%VEEaiLWd^mn_2{O42kW~2Fd`X
z;0jW8bSNIeJx~Wwd;#v~aO}#uu82_?v&@=cVLlW{*FB+*|5^L2aSz-5ceYs=h%CX7
zPdPR}{aPNgzrVE+D^<FN8m}74(mAyF>isy|>W*bWbh6WBSbL5$6k{n2il6@TzI@Xv
zT``NMx>*3(*mm^g=;M#q$i;y_pO}kg(gV!^i226-$l2##$gt|azq_oo#pcAD%$f`J
z$H$>V&>|QmPCDt5r|&gX>)x5;k1JYG9Qh1l6U&?46)2OJalmM1-R_WAS)7I>_jcd0
z-*0WQGM2;fQJW=|7X+0^SF-L7ZWI;2^8@I1_GS##ouei?d4u`5p|6&>uUie4Ru3#y
zg#%CeIJ`?mTG?kE)SAh73&Vf*8=DiM{L*&{aQ9lD5VzIpI|L&#8+zp1lH<6{LL?D(
zl^O(&4baF-^TdHvNjfoR42pt%V>4|r{3xVeYg4_LJU<Z8_kJMDEV1pY^aCMbZHwDu
zZ7Duc#R^<+jUtOeXa|PAZ}cgs-8$}WzMFf0!|=<uT@dIPzdx9+(vOz4b<L!E)}wrf
zpcgrnuk$1;yAQ~pCwouo7OxM2=-NJ4Cx}z>FAun~2c2Igjp2ZZ=TdTf&;dk>>lox$
z4oxT9&xsD@fQT<fg>+lkM@s=6uNq>rn`9%apPn~F31fz12VoGzLNe?GZ(xW^9%=av
zN7`gsfLH3b=7*ciV_SMw2B#>kdwNtWoj#C;hnHF}TWpiDS4QRmhH;|tV@qYzr&~*n
z9=2~E2(CLEHFMiGfGk>k3pE3Jx$wtpDr51fiL{+sS7jvbzZ$a6PuDSANZiIJpR}}a
zyw&wF<%)qJ!9RG@X+ROrbpD=J_uK?lQ9^7ZDa2efbIg-x<t={6x2D8ig!s}6K4T#b
z7~5mTe)P}rS^_lT!i-77dttsC4;5?zO6=!$DWWBzJ{L)@K+gr|$ov6Qa@u=Fy(ox=
zO*22dkh+H&EZu*bGXUX{JYJ3AK5a|@)u{N=S-mrW<&D1+0=t_eQrP3u7`U0Aoxj-N
z<IE4>u`E(~m)d}?>oLB^N;z4TuE@3kj=1-RLacY5>3&feCNh|B=!x<7>gnGjO{FzD
z$g{D*Ew4-~tUPC1&f~mVWXg=jo_h7fhN~_z#WCr@;I^D(`Xtx{`yk&qg!Mb;`M&Uv
zVnB5dh|blJr0tL7Kt%`yTly&$8kNoZZA{oAk+Pf@UtL`&ySt6g0*Af*MBMUR8}3g8
z4l^;ZliXO^>uvvxNOPS=RN%Qz5$_;nIWFc)ahzt>4;*@K&ba!_Al6%W#+vDoeF4M;
z<P%qY6ZGA+Yzy3NG;N$ALG98}B=4)?pHsEfx*YW+Er?+<5U`ZP?BST?K0xm<%a}zu
z13|nEq91<r{0>eMu??Q$0g%<c=qVCfkE_=8Sc_f^Kd$Ime<(1UW$GFr?PZjHrI>sK
zI&_&tPFS%2{{8+Yt$C8gc5WVb<@jjThC`o89sz;LbJJt0+#Fg3TYy9oe<vQVDjR2U
zI=8ZxI6wS27rES62@AN0(-UKi-9{wB^exhqyKp2+Z{Z)7v)LK8X=Ms>sQbtMs8VHX
z!RKg@L>H3Ik^}p(y?tGMDP;C!E}oz+Bh6FaebIQ8g!>t1F7BRx=Ywg=fsL5(1-&!;
zty&{iYD42HdCb+E6c6VnhHz6H8t36b;J*Km^dBS5HiI#}21J?E1}r3&^wbV+YbQ8V
z<Fss*5aw$zrL&BRl9u1<V~ShpPp<EXKr?=jm*0(=XQc1!^C9|7cq&ci%-Fy=&>Y3$
zgTh)8{2X}lY=Zc+;(k?o@8`mia_Pa28vDoG6Pjct4BTw<y><YQq?f9LuEXiM<M?>0
z-6$M^A&7s}pZUjgJsiAj1Nsj@bFHrNGOJHh>VX!+RUdb+=2R^e1D&qWGRE<{)^gem
zg}-LPO7Cz3mLxG~3v~-1GbH^9zglD><@(tRwC%<OA3}6=h)O3s7rPh#0W$eLuT)HK
zu+i5@Nj1`RN?O7zf(C7M%(wdx*%FNX%U!W~xP;;XsNqA2NCfn2ThN)`z8I!h9K6u8
zN%@ex_h(K8JWlxKHCt6!4jc58cJgy|OCpli!zuO@=tM9OgFX5?mJQ2(S#;g9^?Tqy
z00~lftT`1!#rm$YZCWLx{Mh&@eCY}K74LDX=vrO>N&n8$X~|88IPpD#eW<6|e}KFq
z+|in@03GQd#yGULGdF6Lw&7@CX?zAVevXRa{{9$ub}^fSK}Na(pH7+v9jO1G9m~MR
z?uYxL{h{=jmv0?{wM1K>bdbKsk#lQbTI?HxkY9=z%GZA>@7+kqo4Li-n3djk@00P&
zYi_W|);1dBOgEjHBNyiqMv?WY|G@qW#eaZ1*zT{{7gdAW15)j1VHdvCUK3vpa-W!;
z?w5xWt${(LyG7)&E)Wz1V+33gF#gAuI*t&C2@gO=ZeH|N00mnn`gZ5vNKE*b)TCie
zsjHOGLn}?!xG@lyGuE|k*>F79sud^<7KR!rt)?3tv&qOyKSt<eFl`tK7SG3S+8`7V
zsLXAWaef~MOI+2jY;+jKMHn)9{UAyqIbHqNsW^Vr6!^NQe-iRFpI0Yr4!&%BmbbAf
z+>e+>%ptxoDigF9LZEalTrR(QnYtM^0jVUyaLDnaUyp9EL2Qd%XLDut7Wmmum3pFP
z19~E0C))U6+Wyc9{T7oxlV$x{-TWfG3pHV#Xb6`ECh+<&3>ta~BbBUtv?t2DrRYGk
z2nf)}FR_vQcNt6e*~64UFbE=vaOwmPQYUUu0c7r`409i$jjm!j33ruOv>-MllN_x!
zggF#MsRxZTzu~d>Z-#M&*3$A#u~0O04lh79(&@j`l`VdKhB)3qe1=FM4bC8%hpuyo
z-as(8?_4MJP`inl{fTt-Y>#Ey5qR?EmIaUhnUky&=#Lm!bjM{@^b=iCtlHNVL3c@{
z8$A*#w1%5FZ#Ya4%I<yh_}hN^-u#DJ$!5EP&@t^(K87M>uWibtVl$t`z5EQUu%6Bs
z%t#WPC6q)B0z}^h^1BlMf=3hB%|{IrVdEqSU0X~U)sArkvVvr2sHRUIa)oG-DG4E`
z_?UBzOAqE^dfn)h$R6w8SK68OU;2c<1y}o}f5@};#F|W|H8v$P^0kOZn9G{T4IO>v
z^G`M4`+bk*MAx2vNl<q1jVOHl))t)LIp%&wsZ(tj?Y<q_&|I7#$Pdj}*LqIwZH=6=
zY#9SWeYJEwyAA1>qLM$)4d2fEToCxB#t0|r{3DO9?HPToVkYmmS^z%c^+yM^r966~
z&E^FRiWvKfrWA6?XK391Rz|^Q^i*)yHV;7QP76qHuVSu&D2r>f2L_fC5^NLCk*CD6
zxpG=>`JXg&w5DSfw8LnA!M{FzoB3K-K4H3cVnolUEI0k`wy@}$;2R74BoJ(94#F?<
zKv<ezJ>6tf)OgZ8=kRx7y{*L(B!BRZ$2oHj`x2AO<ESzku%z4L_ShEoXt~+RhIk0~
zH(`_C(bh0v6jKW(38)2>!_3ci4;>XfmhWd%?Wui-#9B6%9->0FDD>uxUSg9kt)Qkh
z=0|5fQ|5Fz6|(;UxTsVBiUKmB2NO@#S{iBxIRm47>+eqQ)V%xi+T7;!`MfVgNq7ol
z;>K}S^aMcX<Bs^jmMxLZ;IpoOf7b9DVb;b#$uoC!`3g_y^!ak8&#^6JKnCXRSikyG
zHy3oHaIJEyU`}vh$naun^35=`H7BRvM2ROY$1(*CXke*|#RJ#lZU-)fG|=ffXvN*&
z_l`sevAjglwhCnmgiQIC6i*PODO=*ig<%DrD-V<tlIF+(R$1Zqd%FFCep?(o80jVW
z?EeW#5)lxPGc!ykS=ckk(zbf$mKeeUJk_*qvUQ3=JSp&zb&50}?*D_I&6s+qOc3Uq
z@be8U9S<JezvpSaTiXI#i<o{U7fD{`;!r#=+4D?!?e;t1-B~aC)&+7K#D@anc2fTj
zG;WS%l$O$(TG$4Wl~x3n_$Mu5p)-?n>M(&FB~ISPf>wW;O}-a#B!E;RO(X^L)Pp|;
zk8ljeUmdZ;(9i%Vejc*W+2}+&eXH1(BU7qKWBojeB``<?;Z!55wWV1zm2;wxMzIta
zJ4|La0GVzQ*03IwuxMm$xpepUTcqG?r&$i7#Gh}CZF3`|zb0DVoXLVtrYhg^Jp^vs
zBwK-PlYOQ*a9j;fUYr$2LDTZSOA<HK<2zwiuWz$6;yhmBkx<BVAi0-aiQ0&b-O)qm
zL3c?)Wu|e2lfS_;<&3!sZKUi$9G0muqe-G=%}d2mslmKu&OzJjW9Sph$K$5W+w6D#
zbQD7a8Ioji3D~YM_t&6@ymK@fjxJ0g!ANQB1SYaXW~Zf4O*zH_p^J3UF}HnDg@v=R
zV1W`kP;JT}GB?^u((18n#mk5KKL9f%?QlNXo3bUAEj!4;8_Ud=Rm7I*Tgstj9_nUr
z?;`B`*XB4H1~#3y4E&iSC8W6D$$92yjX3|K=!IIlW}UkbPP)J2VhLaco=GmJ_8}$Y
zg~^MP6O5QF$OL6s`9?m2>o|?XiK{id|5<T233i!mh<>L>iTt}*cxOMgW6dUOd^BcC
zd^J!FVri@E_HSZztcgEo7K>)d2%L%Vp;*q$It!Qm$huog{V*mS&&H7a#LV0Lm&je8
zPjXcE&8BPQA*K!_{P9%}Fwc}sD^}=rq(Zxuwm50KJN)laBMWEXI25pH7#E&24HQ&;
zQyNz7MSb;9U?@n}_+9zPxvi=r-#@#M^z_vyRTsQ>slvY5Xr(`Jbp}QQx+>d>PESc<
zG^L<cYhS;YMaC1eb<#YiI1pv}ER<ocv9XUWY#*48#Oc`#zLt(Ddk59$&>ru8v0F<Y
z@FU;3t+^ybn^>sJ7^k$FNUNib2LtB;?6>`kARl{tp4<3rjvIY7!l@1`T_x$h;Bj_;
z<c(mXD?@4ZoIiOY9YX!p9lr8$zi^N7{R^9k8HIQ8%WoC0-H^BQSyh&D#ZK?XmW$Ft
z0M+gwBu2^|X2A&hg!GD`k4krM0N+Qik*&PtgrW5!hhVSC3}L`tPvkQNZQ|oj+lU#e
zdss=R6tKu=qi?tTXZV)!!Iy6z;g+5Sb2mA;es6Re&PE;&y%&4{E?2V@Zk$g{A@;yj
z)B8vYP)C(DdkSj(qBONU>#$!x17cgM=k6DOF^cXrDew=)5LdW<ta3G8DftcZjLB!?
z5M(AgS@^?IgoSFi)m^g$!dGK;V^jDQvV2|TyB_AJVZITY4vb6)^AoUEO29m1H1Pfp
z;D2N}sd{qCQ0>{c=JiI#YOwPC?PW?ag9i+lt;_y#jY(<K$;rQq10TjqLz<waBp+L9
zdu)PR()VeJm($b)Knd5k@QR|3whpJ(lQ|i6sN#S*S9f7;paa8%fa&!5vc3KK$=b2S
zMo{uUcUkyrvAKq}sREtkf_LVpWf=+rPbRC%uGYoDy;m&y;v_rw>*vQ(+y2~lr+^c>
zw1%z$Kbv5dozW+$#Q{(l+;ZiIHg9%-o1)oy6dQK_VfM`Z#5`y6qQwPIAM-O^ClB>L
zib5m7^J1Z;s(jh>Aen!oww9QEv{AiNi$4~6PZ}&Az(KGj?YHn4hIb2KRo7mK8n<NM
zTejGXzyLvIldmr_eam|SRM;@RDHU|_9PGtb%0l+IbUv=qq}N2V7t(HbTce*yw{Wmk
zpxN|MP!*kQ<_~)@^+4~7-c9HEmLb=iZH0AA(p`R6l4T2m4aF2lQ55Za5A`ebp8^Z~
zCu4<CG;qkj-Jv1zyXb&Qp&!aV?0(-nis1dXg8&7crfDDTP}@M9at|Xtf}<GZTo=SA
z@G=@s6=*hkjl3sq2S&nDjpUqJZi<wO*f`d4#DP@iP=gaNj$&qxHWLL(MQk>K_UIGx
z>FLFIq3;7yfVVG`6F-H@syRY#1%bj!(urF_RQKB#Hk=Qo2#PBaW^tIwd^Z#N3AC(m
zx4xkL01Q<cV4%duCR1kCmFajkDP!E;QT90s%<A6ByW^f8C8T4Ysreo<PtQWe>zC^F
z`tntevuuSy(;N+88DxR)-W*-&N{I+oQg5Nzd<_ouedT5gND-){PP<~DP%^f=K0H}%
zx>g(mUC;bfICXxUXvZ;k$K1*6lT!;%#*yn}u>VvM%K4?Gtq*&itwZJaXpVpkpYGna
zYb9&*Lc|&YF=hK0Uaa#L9<%w)^&yYUN{29}x=~--#@v>+QwSBhTcTV5m+IXi6u+yi
zC^PhEH5tn|wJ;7}G?Tz~#|l@qCPBY~*+FCW0i0ocu_luW24;_K>;l??5S0Yb*AOrw
zj##xF>KluHE`0kg`FY9Z-6S{kfbeu9wJRFR&~Pi{tv?9$W1P+kdH0S2p6Zk!F-hF!
z+f%X>E#U77UN<w3*4O4}&Z?gz@>}&i>`=XyT>C;9!Wxpr#yb`J13$inVNZqk*_)5o
z??f4^-<u+jxRWmdoo9%?hoZLg7ZUfl{4?C=lPWlJ=<JhBX`vEJTzzUwuM2x(!p3Jq
zGi2_G#_Sx7^IQkTrm;Uhf4*RrO2}E%nb*-tdxpUW+jApmcv(bT5GI9Z`TNYia+yW@
zzw2#9Yl9y5ujoSX3r)`1b`9himeFq*yZfwc2TY{U#98yqvgopabpcVO5rKRp&pe9{
zO19`^E0wrZ6RhY!JI%oKhQK}Iuyj2<@7YfdH-Q3EMZ`l`Pc~ERQ6lhM83460`s4oX
zp=JSc8kh;SlMv9qS4JkVSC#oo)Yf>^xMoSPq^r2cnrGi?xN*5aAouA`=Ly5BST_B?
zBYlF!8l^ol*Ypr$zfU9N7hdOwb+r8;B~r|+M*#JwK59>;lr!$X$hpJ6j{c|A<C<S$
zs5IDoA>zL9@X-B>!-8}>QqMh}>TBS$w9?#HW1u}w((#Ux41_P&kOtfo*RQ5(jejV8
z*IN^%$Vwen`YlIwRpi8+IqwoN-FL8tN(<eeUi;*^#B99QsTY1iecTl?ZWu6E6j1tO
zde!{RL7$z=>C~qSpK{<SwbI_pTZzDb{DEU+(}7*{|ELAXPL=um*XZs|lzeRI9Pw~D
z-Rg=hcJvy1rIELa<&Zm6&j|G*-XGA+KUw9Fr(2V63JCagUzPbR-}>}F!0TF_;6i3`
z)<ufwQYoiv{g|SxDX(MIL#}P}KveYl?J+*2lDYr-#S4hWmGyuv6hd-fBc2Hnc)pV-
z{jIQ25vmj=EsIC&Di&mg%oQ<Rq!9O^L>MG3p+}Q%rJ-O(=uA|Z&+GVnPczr?GZjgk
znsKk>lkVkKDUQkMPqIz|{F5wksdOs-X9G$htnJ^cn!o2M(*xt-A&G^lOqo*%=$C{f
z&`+9M3?D9#MBdAW#N+$i<Vs2xm*L^6E)jg-_EgrN${DCc1!`H+5d_icd`hH#)%S_%
zp{thr?pa&ZXv|Kt&(_u#U0)Seqjz^+#iPx(eKPRI&2z1ib4r@JUjRk(4aMTdAN?kt
znNK(0L|0y2b%w@xmD(u=aI}h?ZD91#@v}bkA>vBHKFD8Cx}{3Yt$6)=bwj5Sk4%f}
zcZf?H<2w^RWTHxse_}I60(nviLeVmB*J$ZTLQ`1{a&qGRLT1Q-vMT@X#D4%gujBol
z-VDtKDC<ATqgO*5)0vpwG5?GZM+LLR{FxlBMy<HKblc*g<;vrhiqY!JR2%nG$YJ?Q
z)ih0ARJYB0<($tfzi(pYPyE~CswK&OX3vgs#NaGz7+W2_ePTv~*qn!J^KOb+w0wW-
zR|7M5Q`f1QM_~H?zJH9vKC850lA`g{JJB<A(Rn7U($F0o{gykdzS>m?bYYHPqo&x#
z*S()wo+YYB4WIKr`t8=1hzQ_sO({OOq1~?@CA91)0J+61zUw#O)hN|5-*7ZthI9Gz
zZ4*j4RT7=gP6@SvQj|ZDC#{UXtKQX{yB2nK3lIya0oy*Y6(%ASC|<FcYm<;+?UYbu
z+`|g<XT-m3&Wir`scb^?u7lPxe0|Xdh(hIUxL?s`gnTBS@|@2nE$EVm|7q{0!2LcO
z_V={~yB~zv@D|(EV(Vyv8*Vt0TR<7~Bff~nMD$iTP+}KzvT8Q-L`oTJ9G+-F@#RBB
z2_csiT9Pw<Rxd|qJJKd+dCbheR}oyf#G{kApO2tRZ~wl}ri_oHzylehOj#UxnGOQV
zN;bM#GVPc5)=_t8#DHYYu>igK)vu3nJCu4X_s_KXT!emWU#DFwo*7I1o<rjpzj&G6
zE|)O1OY(LU`!hx+rsGW$UIl>K2*Op?17Cpt$$D77PKV(;|40_twCDK~-Tb$H*;P3a
zkKVL9e}M??gGEC$eg?1-h@V=E{pPoQ5=zaL^w{QU9w6&emZ@RhI0#(M(wuf!aV|l%
z7c@)eAHMdEBnJAL3Y5@Ro<BfUGnxNX<pi>L|2Q`sE^314A`{<7F@c~!9aNGKrYo+7
z`XE|6KDW52dVN9V&Y!A~fcQN<()5p)<4`d&Nf=0+zz*q-{6dWJi2ySYoEZ>q1*{c*
zipMr37epI^6F{D*ff+$!RUUkX(%A%0PGYrQJnY7&P&)~?@W}<A+~jOu3sexbVC;J6
z3D0ofT4KyFj5Sp_h(eD{@LBuYXckiJTNh)$GQ|s&`eboJQHCF3QOKpq4vA%PLt*gg
z<keyhtdzoZ=B;$!t#cZnHvwAtkMo!J0i|CESRg!b9>LL|HN=%CQOA}MD+J(lyf41q
z0qr?{mkkZHqXgM~uN$>>g2S>IXP_{d$H^=l?djfCu_!V>K#4kAT*-OgPUUq7Zauba
zQ>|4Q=i%p)3whN2nwa@<O=;SN+HXqWuLQxd?D`e%@>OZsAID^iLmN^)E4iDQv0`ix
zL@MR2mu4bcNQ|7wm1ENGO?vE#*Lbtx;zj_r+F>#-L+2=x2J+g&#eHZQYSJl+=OaJv
z+G^%E4{*W@q(_u8I3C{;R2I`BpO0zYyuN?^(j^rNydM4+qi!6bVq9ePWcKg1&+uA6
z%vt<@fTuZ{g34a?o%{dv7%oGL{>-U`PwuS=?cGZ^BfeZ)=~KY($;s|a;cEVMgnGA;
z^1Kgtm+(Sq!Lkz|N71s~l+Ei;(z0L^?h(Ja+Ko;Hr78x&Jiahy)9IA(h~l8*IsmDW
z(|q_JfJEhI_J=%OBes9EvF{70IuZA4nGX~!&FBqY$1xdbWlo%SUDr3iGV63!lY>S5
z(*F+-udVUPXic!l_fOFcK>u!r?D+B0lp25?d)XC*8}d3ll2N7e(b!TV{ZjpQQi`vb
z;YxX1rYZ}x059T|z*(>A8t!<R95qOWm^XCgLshT=F0x4AH14tauT~iUpXMl0UA<+=
z7D;7+mnrG^J~9eYd$weH35}U@&^k6ua$s(Q@3m+AlnER|(HPfgQP)yV@@7Nwjq+7w
zn7GrZ-e+aVpyX42LqWSG^CB2KPMavHhOnI6@Aws){@)yBuuJwL`&(LyYrkK*`Hw6P
z_|0TgPc-eV2=t=uH>pJ}?~goT-{1OlS6#-j{R06Cn~wf$MJ+nyy%VH)2nd9pDx03D
zi5I+n^zH+JxISpABn@(B6j!IUNrVXak||wm#!c|KrE@}UQ#;hVV&3XRda#84f{^Jd
z^;?z`ndZTB2pjzz)SOhL77`N+Q0$}yFa(^3HIqiwQYu5Vw1JgGx<6vH0h6aout-oB
z&$gT#vxguvW3vIwS46&o^k%H$7a$IfX$wZWOog{7+59mjQ7@;vB_BIRbmt;#%9Qt=
ziZ%g)g<-~h&G4C}7^Y^;9Y@TQ^_{v!p$zHon5tYg0@U(+9ONLX5s4;CE4~a^CMSkH
zqB+72*n8gKXjIBtQZ17l7d5%~t%RT;)TfhTOJBC70k%d@Z}oY8@$8!TO|^c>zveLY
zF``t1L5-atA`~#qeM3q_K0~M!2&>Zn0e2gtg8mw#0lZ4^+nE>aknLjB?<pEH$0Npt
z0N&%BiZ#U(DE*hqDWOG-3-%46WEY#4r5QZeN@S*mO!Q(~2$n(bKyfgT;R=7%y&IL{
zsI;HP0Ak0_hioewKh?#51l`=VD)S5Uiu>qf+umL|qL4Hy+-&A1s;~DJ`+j#9yoMVe
zi>%lg9v|B*ngjNS@;VzhNQO)ZN0?tL2Ok_hSb4VJRKsL-4BLz@ylpRAWtihX_&4#|
zSmCxaFOpyy-cO5rsAX$tp`?}1f9KN;J17)+a<%Z2{-p3TN3vaxVdhP|*rpa8tj>%;
zYhu~$A{3QPvJN=hoa!@}AvpU{slzsi1o=7G??AnziJhNuhHk2ypjro5T<DkhSl$?4
zj%<nvi??q$Ln2i7%lhNQ@4r6Kpr6$cJfq#ErdzpoNiY{ic0A}Na936OFqJ=Sp|_y5
z(ME7#enRNU48T!iHa4@1{FiPo+}^t0(x$vSuCm4i5!QN+gaV%fGN91cF|QY|lt2D>
zO8v^sx%xlA{WM?eKfC$EJJHD}D*pk*?)ExN-Ff2N#HAcsK|-~*0~9BEkPj7Sx4}fW
zRD)ImQgQ8I{81`AqNbqx3i@jO+i<2;OKbUZ!i*$G=xdbQy;gR=3DnS~Tk*tB=5NEw
zip^Xw_|aa^oB0Nl9q6$1O*Y<SHPjUHqi^ujpGe`$WOpLvsp}7iscQO$RB59Jx62Lk
zCfb~P+~!&7pE#s~a)7e8@1+jLA0g(6j{SxyxOvT)-2VU|W>nEi)2@cu`9@XG`kAup
zp~&~iVOmo|ySG0jhp=}H-dSS0Ty=AEIVLFH)+E1XoMkd(`j%jcy$5PjyF2pqMM<wZ
z$!_NPqR3g}t=~WP1y==%stL@2Su>Yk|CW_u;r10r!8-HT&aW5^?aLMXJq49Nf6t4M
z^>??K*_Alo)fBv4+DL=L`+X2*R;gKWn%=~PhzTbru`i?ysX?fU`)T^JKe+$SIo$EJ
zBW%QJex6F=VeZMXkq3XP_Z{=-hZ8o0+IM|x@)Qdka@BfhnJgwLM>$rxR)f~Y_Gd^n
z_wC0!&yak1PZaN3xu$#p`PAqgee_FoSeFocCbs#CNZMwqQVd{c8D#2K17!U<*wCS=
zf}m>>nfc0N;gF|4XP5Qn+{2-dNGnho4YuK|^vZndZ!FPf@N@fG_Q}91O3nM#pvi&R
z$`~bl=HNnXpR@ftve~isL8<WeeK3fvF&jHOCG%6)+p<vGB!IQ502z{`O`o>=BxmK=
zEWvbl>dN5dBiEXdKL!mW2SJM-_v}6njXpB_Aw0#F-QpJfAAmb#(329*!So2#rjnCF
zZqooWAL;bAxq;)5(%`ggpDP#A;^9SBnyi-P4=1>o3)2BsT_@Fy&I1poOfpv-yY?lw
z;1j>C{V~Ui^^Ri_Ikh6nv`~`-#aiFv4~0!rpg&#J^<HQ=S}V$=b$@2iCkByfEN7}N
z|LITtt3mL=zFuREr{1|vrCG>D1oXJv=x5J^+}RDzH?j?t9W{$OF`P^e6K|@j>V9j^
z{HghLTgUB`NIoiXG`GgSD}Ly;HvB=OIKpoCdzEs)qaFD@gQLn4k3CBSre(jt&4TWZ
z_{4|!ve}6znZ8e&z?0fcQavL6&pFrMB*ZVhe_H%e1UtTYAC_y>^z;Y=tJY*Z8K0#5
z20nI0w&2Gke@Rf#CR!*in3^#B*oKRl-rN!#epT;6qi}t{sbtFi)>@H6T+@>?7s7c5
zGJt;GOisWTm*x|optZ>k3V!bPI$`wS(z5sYj=Rz?#FCG@s(k@`MW7ft`-n8r8Sh>+
zguaywkTCddt7EZH-l&){6}mHH-dv=Myy;sB54LHot#O||xf--Zht6;JJST8<*c9@e
zDex7}4kf>?9&o<F%b!g^_PePHXT&cWBI|PIIvZYkp>A?ae^a%zv5yl2-&xM>4Rr=O
z0PP)BPdiTvBKWSs)@sok)$F;J*Op5$P-I^z6SkRC<sHajrU|;wRbVtz`ze}(`<Z;;
zoO9my+2?Bha>uX@H$g;k<k@>RSc(e*`-Xd3rh20IY_!_-*0KaZJpF^oxREfUTx{c4
zQl+XmtHXyRj<Lil#ztlfgUBRcT4X|iJ5)+VU#$`Ih@2)o!4Q$0UGXL#29|@GwgLx$
z#R0XM1JK6fpJs30bNc~MY8{EEbRO&MbC15Zke46*yN=(=lJ21Fe~5kX&>S=rjUj8}
zI`Qrrdx@sZDutt-|CB+_q-g~_*Q?ChC!(@1+=mfy#fG2L9}Asq2fObmxTQLDH=66x
zs>&>SmqA3WA%i3Mts<1{_j8&$K3lW!itFnp)zsC=wXe>PFi?j((o)K&jYq4Eh!gp5
zFRHH0<s~Q$DDZ?16lTW;q3ibj^N+=ilamTC*gddfoK}YyhTuz^HH&0^Pb7D+Wk6Ba
z`gO-(X2zVv?zW=_;Y|DsuwkZwVXC0st3ZAY%LK`yoXUl8$vB!7L+>}t8Y=%bn)p+-
z_@#8=7oY39;w1oNRIAkJxa$h}!d~tVe!1v^_bEM<IyPh3DX|z~Viw7&YQn#~5yODK
z6T2*MoCZ|?Ft9!rMqmfZ%7p?<jI&o)`mEtFg!<UgXwZ*}?3gpNrG%qGuW>?Mx5OP0
zd8Cl?o4;%800oUbQbCFGhG$qrW+;;Ti*f4&jS~j|_DGa|XVgT=hXaRL?etHdR8P1c
z=r%2ykZoPEsS2aAaq9|rWKn=-DHWlK0GYV0w)5p$tiIe@y_XG>_3=LUbudC0+I6yR
zPW7dR3cmTOcBRi;wstQ=mdJE*kzS(WL_X>gLmT`0M-1I!sgz5LUba2ife$U@oS}Kb
zGx)Y0EDm&iOCbT_JC`ITY}HE-C#m^&NRXOtiubREE_k?Kw5r!H0MAL+Kk>L?-aZSb
z1h*Fmp?7pgIi=ytffQm|zqI=ndn=fxxgXK1Q-1u%?k(RsN5vlY0Ud0Y{!(RhZsNye
z`D{^qqU{598{J<Zw#QuyVv-0Z`ZS<D5A<OaZ=nE#996YY%ZlJt@*cGJDl2Mkv&$J=
z%9P5A_vS_>{uY)XJ>l8Hv;xrxD!CxjZF49XxEYf(VEOk?pYF$Xra7no0Jk!{!6jw_
zE)SiG6X%g(-25|Sy3H4Xed8o9nL5VOT<ew$lktStlxJyq7Yt5wk)9S&nqC7}T<&S`
zLs1hhm}ai;&3SSZhJEWTtL#kE9iHotwEsrO&7;)kaoYFl>C>G508BD?WXx2}f=Yy=
z=s9br$npr{{%%(4KwtUJg=5NbbMH$>b!y#f_<7%#c&1n3iXvB`$6Zm*F3W(fow@Se
zqmhWK!-kufJ-K^R>c_`Q0M>)~)Z<Q;_LNPf)8DVYYL@ruwWb?|X{d+$YEHN$=(qU_
z8O=v^oc?nBA!9#uxAI=v`k%RjflFq%3f2W!RQ%!9t+mpvPKp+qZ54*y!~eBH|7Ra?
zOhpEsb|DWdy8QPz>6D+3hoYG3eWS;-=i}tqVFp^sNuvI}bh}p?e`QEPR%+LOlzxT3
z4AXepeZb#Bt3(~Pro3M-D)>pXZ-Ml!;`h@NhXeW2@=llKM3J2=%I?4+Mk8+3%ou^w
z&01|@;BM;sn6wX`5q8L0B)VkID}@B|p9k%yw#EJMiKe-9Q9eH#>HGB6!z^#0SMGj)
z=g1Uw%_j9B|IM9e470cU5D==rP9=H($2Vyxnsa*>&yGJ^b2WV=RZ-v61be;cQQzZ^
zh|&asd8^)Te$vMh=f*GBqMH|#dtdsWEUE5atL%RcWA3Zmd~uYt5ySmdVj_DD+&Q8h
zslDVA(~RHk^)|i@kBXHNwhjNietqxb^oV0iA5SMIi>87fe|78CO)GIN<4U#t;6N>n
zTdg<Ka9Qp3!2bY;S-QKIYHD<F*_8c~PfUDwnY{U*CVbSpLmqeJj^5$hjk7utQQ2S8
z{4$jg_lrr0zub!4mr84ze>2SSBZMz#r_XKHm=uC7qL{TuDy4+O)3Val1D-Z{vx~M{
ziBMwokAkSw)=ZTo=OF6GF_(Y6N)yOkCt*#}Fu^w?rBpT~w^0+I#+P@%WubTu)GyP|
z{t^<BO1)R73D8_+H$8tqJjyQP>Mf&wa=+4DXm~I(=Sas4zwP79sEBTB6xPX=Q;^{z
zflnJRzjat6V7IJ9={*a^dRt@<v-2rvN6JtZthmQXUmgX+O{%r2;rT?-a9UAq56Dy;
z&oM`aGnl>b%p*f(dXc@Aozm;}frAIl*=e)a!uVhYN0xwm!Gz){27NogEr;h=5HykQ
z5GaqcwMi$od`-=(A?f?;pUv;rI18>3=EfHQxAXmbJs&G{9K;Jx5~SYDl-HqHW^dsX
zb4D}RZfGqNy0cmbREti<)&D|)L8r=nCiyLUyz1|bAM4kHSZ9ah`2>%T7DX4H-4k65
zndE0+4xk;JN0^`*J1YxaDaSVbNwMGrG8!)N&jc;%;20#dC)-@*Xmr{`vxt<_hrn?;
z(MZBA2ocXI`XQ`|A6DOGpD{|0#s%ipZ;t;$bLeMUVZNrD;;zI@T^%HSesW<O)SF~Y
z(qFh%a0&r2oMb%?$2XFtZS_0!J4ra{lA-c{fZ@u~$BEUwJ#w}$Vu-TMk8#XOtubcp
z!sd?EQ}%O5e73T#hYQ|9{o2y^L?TkD+!K9>6Po^&)>e}O6j)<vCf?7!L?>)-_RQxA
zvm9;lXHWGpikvO5CuT6Am@)>RK?@66%bjvCoi-Uoc6LyVG@^_H3W&L3-_2j)GiNf^
zp*K#cE1IOfYI3vqp`?rn+&+UA+7Sgn0VA2f-BP_=$8aE8t|3?FY?N4szCi`wHjIpB
z>P7?fXKymqXQeog$j3QDO?z1k%7(9EaNx;z{L;!;*h8v+HFX1mU*#U{Lf(oqCZ3Yq
zv70fGjl}-|1&au#8yp$h6bFms1V`<O#&x$R>fd7sjj6!wNC;pv;zLwlL3@|;rj1HD
z%(%1jk%`_dkvmf9Pb%@u<8=oj{7Cvpg9I5^ML>OqR$+_}&^|PoDFbp<hO-9XCF!7|
z6u5;hlle$rgv>oWoyl1M0jv)@E{c@TzEPf5u1sS8v<AHaq$Mv}%o;jFYc+s4BxXf+
zBq1Pk0%Ww}p4Eg<|6Bzw6hvE9NCHK7*41ae47kBj<VHc7q_>QH_UEOMlVS@}IsSO(
zd9nX2pg65qt1iZ~EkM~uJ_S>)>>Y{Xby-k?>njKV9g(mFaUtM#BaVqNiie&|k3j6~
z*QQ3KHI(3d;~d`tG!d&hHyW3j+i1w7s{jc7i!mzis^t}Npi^mT7S={V04}D-^x6k%
zV>0X8P!*lQp&;q2lQfU5urJ(gOx4GYYFz<uXsKj+zJ!l4%eotR=&Mx`b8pan+|Hr8
zw}%P2vu4lvGd1da%=V)=M`>j?bJy=b*4RY`V41g7vd4F;-E<ahje*$i7g|;@RJE=B
z%TAY@kr`&uWmR~uIE^Zb4WLA1Q5*}({|e)TS<6X<fMCrkYbk#>_*bSvQ!=vOi7L@=
zWxV-}$)K=;QYl*rD5lqW$CB4Q`oMO3IkA!D*>&Sbu}!IKi{mMD6YoRB%qKUm4*f!|
za-#<!ccwCVjqbBtKag*$0BVf!1<-(;o97$>imO~`5cty)Nw0U**81I{lCgE<pUrgG
z*94x24~orjU2dIiMY`M$QsskgBDRhLI_BBc=K-|zya6CXdb1LnwT}s+!olJQHcYXV
z5S|hk^$xhEPNmOmhtI=Bn5m;WOe7$*frd3WIL(*jV?_`Ji_ZJ{-8mdDKc~P3Vq=nc
z_2TdA0UDdQUjL$Brh{eSqnJeMXFi#IR<80S0=rrz`u$=hR~(BD%#vd)i;n*Xde`0d
z)azh@)GQnS-rOwo|CO8i)#pg#gX*A8e!J`TJKL?0&LRcDR{a;l=r~D1`!e}{!9#CP
z${FA0(y*+}0I7mLiPmZdKQ8j$m0A`!zcIHXYga86=kYb@V;#CW{mP#`Y1@ALLV}v~
z+!o1A!V%7jZ{+BjUT&oe{}`=M{JREylv6*!(wN~l9sztLspfdRlhveTp(=e<Yl`U%
zXA_0InXLT2Ubo`}l9m@%$<uH%zcIE}Ctzi{qP2ebqw-CXoOF&Pn?lTaP<w50MJOu2
zeu*DJ2zLBzvhjcv+7vgDob#afotEJj>st+`sRN?7TK)s@^liLedG*iSE4>5?E{3-$
zr|ip1u*N_mGQZipd?XXl2*?=ply4IGB!G#Ey-(&(94~T~0*Yy*wM)MmTsk-$qUgc}
z$F83~AIxiPOlrO>^)|DH&LqU1nyb*QTI!xduTDe7`UkWzMV$D|00gmN%xO<{p0kLt
z{Cn)wEJs0YnoqT9O<p7Ph=w5Nn*HsWedf8#ja+iy!G<=q2FGb?o}O31;a7+-s^EfD
z#;}@00ee-`JU-g8$DI1rbYHwaq_TXL989?3)BrKgG%8iL>DLmA*k?aXVt_dlWS>4a
z3Ys&lf;e=mef@TaQn<I6#9{RQK+##oao}0BMN_F3U03pPwmxd3jd*6I+v+|gYw$+j
zw%NHyVpymqC0Sbg|3d4xMgJd={r_CLRp>QK_6?*qd04v|`p@%DK`h;plJwgL((b;Z
zIZG9@Xil4Kg|ZNWb=up9Y&_|Eui8e<tBHSEm8ZgcH-f}N-VNm^)1*51ZXdS`05dZ^
z=bCsMOk}htR#&kkuSkNHQ^2h}hS{ouYW;GJcc2X;JTz0zrc}dlxI=2=<M9p%nLt0>
zj+L}^0Nl`j69=*`dhm2b=;@;A&5p6`X?I^oUJjCSnDyzFaV74TVxLk9roHyLhRqDb
zFv?*<s+lt@(o9Hxm25BxN&SS4gKRLmBHt$eA(K{4KVhtrg>c99QBD(Zc^QSX@d1BE
zVU)IjUT0wqg$`2sQq|gHS8>aO<TZdgl7s@5v6i3%vE;%;qTXbb;~Ae<q`E@g%pMpb
zctRecg(PkrtiX7oGhpBj0A=Vbp3(_X{5W2FHz(2<dsq(Wo;SuH?ergWsVtlAQ(HFn
zCa?LR=&b*wv>iKWi9K!CDf9sYvg2air^Re8Z?egwxvccuFnD<5xR9Ix6Y&5#ro$?W
zseWOJ7ISqH1>obbR;F5dLLL0kIX{}>BnY~Q42bCuT1pzBbeUiDWA)?I33Nffx3tO~
zkPcGCz^gJ4jWTR37OhZAD=96;dk}}xTEURlewJ#+?r${01(P~1+;1<2b&i)Xn_5LT
z-$I(r9N!2Sq&|al;)|$B^%Hn>8bIWyldvRZV2{bL+hvSPfqKVSvG8gd+vFz|hO|=U
z*Y}GqQVBFdYm1_4;$MX^?su9MRjdbmXw3Ygn<yzmk`Ux2Hh$?KhofmaN&}Tty>2my
zAcV=-_(mDt{)|RQVgtf$Ivl_fz_5%L;@_18%ri=RsGX&ziCyl6EUQdfCP|J&^Jn0<
z$)+1vX3ei?xTP-oDSu3)#3?o_h~tGj5tx#`cijb|<eNQtvvZ~~!eC@DBGE_CrZ-nt
zlH%WrA>E8Mf@$L}M2-{PR@t%6DpvH{T4HR?NlAOuL~gcd*kGRxv+nJ&p&?pbK5^&c
zQL|B;b5jBf6E<5o7?$`%9xo27{|`XB3>pjIi#eh|HXna+fj_?!+SeKBfBKO*tnV?6
z?UpvO4oi7sDQA`5)ubOtXvCy~p|lj6qHtPJ1ZLUPD7drX(JqfI!2wF@r@uT9hvlGd
z(3xYE<g|pTg<_7lU$lZ6#e|)ShA$AK%O<z>XJJio(WwwIm77uT-2ey5z61*jLPkz{
zcFtTt??l*1tRezkt@UyT7%L&*Ds1qCE_}K_#(yOHm_Ko@>|?ado8Lx9$5;1aILwPO
zR-?a=(gZOENG%HaY$BHMu*KVwqoSh1`#p)IzamhK&=pxz_NNNd+SY0y)FvBt-c49G
z41B3>%Szy)<3h>Dw##VCd2)n6JaXq<$pm4%+8~6ENg1{g<GD;S%Js>{Dhb;pJyI4s
zPscKs4=||4$y~CmwK1XNZbLptlY+{yP8@hP8Zx~@App<o(|hjW$NA9@4q|&VHx5cO
zOG{|Yo`k2m27;%b=CH&<k%;m;j3+v%_DF07mm@(7hd|AEgTTi6v9a>`De_z1l{zk>
z!w4fM0#-4X1x=NWW4WO~ZCci-u%Tj(E*eShj<<a3t(Z-yn0|>UFzeB5^KqlL8qeM`
zH3a|#Ld_M}HJ<27An5}V((?t*W_{#%(cEmTaUge^kWVsV?b&!1w4+#e_L%a~&-*{t
z6K5|WpA$toJ>@TM)z)yaEE&BGLtHK(UTYv0;h1vwF+RiBr0nwqlO}PbD;;lkskcP*
zdL{i}7O$?M!}1}rSwXnz>o}&`-H@JC(@@ewY;H`D*@lklB&rCf!&2;Z1N{gAFACP=
z{+@8gZcGjG^CEJ|ZM=UV$}qnu9LbIAHTZJ2S#Xb?E0$llY1z`)=vFoAympQ_IHN<i
z{9uCvLZNjnQ?BhLnfGNvRsceUT51({DF39M6oow$O988<5BcPafhpylBKncy0JYh1
zAu+ujE3;UT7zh~2{$=DVFImmv1g}d|+gG`VP$ntLK90y9k+2NZ_`C1>@l;uvSUnI_
z#XrZpy5E3Ncynw!Gmc37Y&#JM_1Lzgdz3*^fk8kja<Sfjf?tIg{`^}py8z2xtzjv9
zOi@isbay97EiF;(dng#yn^HeDLpWJTjNjGsp{!RSn%U392S4B<>-LJaJaW@@d3%Y}
z>;*|*3!i0RR0=}H2H>j?wUVU8o*oJ}rMn=t_PFLGOnAuj*wM3AIuIIe+ASj0f^1YI
zV5?=$Ubb`W2h;Q|*_iQ-t&6bcZB`-_7Ve*VNpd8SR<ZMYA6{M4!JHHOx4#ppsJ&G`
zOeT7CI)AeCDS|?{`oO2I6Igt<JFZ#fEiAR14&PSY+=}-56t=c99!2ZHbU_`lv~|wJ
zpa|vPQ%lh=@Vf2K@}O5qv0o?-K!TcR`bCM_bG4qIqSo-Rf=(;2%dLI5?=-oPiayjp
zi=-51T72Hw+IgaHMQc`It-T;Njx{82<0FGtu@mc}Q`SL_6lp6oJT!EBI=Lh#zCW&D
zz@?i_n<F`nii5F2`-lF)-JJ<|^QgTDkIf&LK9w94hRAqH(2K={L2of#Ga>Q2v1oST
zq14Qr8H$o*ALucE?}|39mgb6o>iOgyg3@%(Vd)*RJ%;oUTJpV9F#!8$84{C>6e1&*
z1<@_RX?Cvb)853;^X`ZL8NayI+GkF1<JB^h%8ZVWk7b>p^t4<)k>-4-e!jrC+W_~z
zuh~cLb8xzo;=j<yK3CQ+h+9?-<hzzV;EhK|P5jm-FH;Y?+&#D@$e{Rq(M)726<2z%
z5#SZsk2F~JNqNPP*1DBNT%Z;}43K+6)&1%(PsCRac00R?RB}GsHKl#NvY&iTd6oxr
zjqsK(^@bR&d^0@E%9B*h6_aS?dkr=YvDH(Y^Rbv^rxSkeyNW-7Pwuc+z4n?i)`^t~
zSMl$kKP7KoIha21Bgsf4+1AXqGMvrD4ZTI=l{{3zW_#=nHfe+WB**T4sF1*)Rd?UM
zF6Sw4np3#_1iK3YqWiA0&L;P1$oo$@s|_vkJra(B&nhAMut%&-Yp>}y_QAiIY`+*8
zD$c*=T%9&5=*I9UKx3KPuQ$6;tF(hL!X5@XNk`KVm0+1)<H0|Tk1s|*DUWb>+S%-;
zL_{Y;;(s-{f+#1(3lRb>3lvPrQ1eiDV`iLEE1UKpCnI$PNnt9jtnGMIaX;5%&gb(y
zJl~>6k$|4!yXrO!S@6B(3UnK1C<m;u$Z%{0^EnP73}dTOVz>FkRUJUwFuwyp38sY6
zI+aurKmHIJuHwj-`o1gX>(=mJ<(-Q)$ZrMV$|dB4#*E+&DTJA3YmWfLIc7$UM$=HR
zcD?qApC+%Ib6hLBzVyHFR9Y>t*7<r+EVEv%?YTnM-!Lry)6N4UWi@{FCub;wE&F2I
zgKI+NPAa_OPVe7j#BdJEoIe$$bt60n&c-jUbo4}*tz%NMUkb3Da_j59&rgGmv~MzU
zRB{ov%u}aJE&Rf9F&Q+X|5&sy?RTS=&Y7qbZut<`ZZVZ=9tm_P$vdY;X%q%t{L^F{
zd7NNIz4Te_-{neOl~u+zt!=$Q-JsArTh~c}o&Z5dYBJ?sx&jIHLCe4uOqDGsSQmTm
z4TpRMIU--f>5;y-%<|Q1p<4@WET7`<uiD<0G3kUG^l@Kz%|-6%q=M*O2HectD4D3W
z%zZwhu_1I!AdNpJ8P&aLQ2RF3O&00h`rX$xIU90&6=v_``&90$$F|toM8WKm|BQ(a
z%*W3s6PKu+Bzyp^*kuRL=G*my1r^yeW~&pmEi6Y-Vh`RTtv?q@ax>PO>sV6h{M?><
z{jMd%l<HYWP0FexObe)&VUAB8_FKOd-1Fp|5`-{UpLE=(3N6<!*3bRjq?Fbjq_J10
zmTT5Z=X|n(V|(dpEwnB{$;2RNb?oIgbDy&m5t`~ZiZj_ZVy_X<mz%K}rG*4wGb?n#
z%HKs)Yvh*~nrW0*SVg!gu39LTS+mkheJ++gf|k;uH*@bw(H|AGJ)F~udK_I>F?+j#
z<F_;3zJtjuR7~d;_m}TaoQII_DAFWH3I)l3>a&6833#5N$mWN&w&9J2@R_5nCJU<B
zV6u!k3&40GfRHA!=b-WG>DQ@WK9+aQx_D^SX{ot~eWLIGV(QySqZh<sT#)@IJD23Q
z1iyS@miqF1o(rr0fOqxHgale?`%xhkmeproHTxnp!G!JDus0jxK$>AIBgdFvi{IC~
zxBD{9Ya9M5mb5F)TL3GZ8jHtj??kR!KB}Yad~5?ju(2UNGDwSt-^!hoY<TouFWC?T
z`jamS&*9cq-S$r5WGxa_wt3&+?e}@Oe#P?#UI+5bye+^MZuCRvaq?Q}r3!r%NP;4h
zkZa|=3AU-DW`E9Edjl=NQm*eQA4t?iVuV-#yd9Rt0eCc<FH~GS_S~os7O;l+v_Q<D
zPs@-)%=-GJMrT8G?x6`n>v^)KXPXIyW0TJfcPejxFwil_iJO@aBpCh!^oa1#p+-#5
z&NyCb`_*)o-mP`@4$JVtR2BKxp6|0N!-WlFgp{)C11gjGEN@1eRDMpHu@XvCr!~T<
zi-W^lJ@}giz=Q0VX!JW=-kyH76CedJt4)WP+4-8y)ijN+d92>@ezKU;N<x?YM!K;Q
zRz(abFzBS%K;_TDPr@>Bo>s?&J$>;5FBHQkrMHQ*K6JjM-u-{LI?s1D|F{ju9yLSN
z9+i|(YB%;C34%z~s?t)WsJ%*SuNpzD+9dX>5~HoXDN1UqO|4RUwZA9N@w|Kff&0yU
z-^X`+uIoH=HLJ1LgMq0?O~UjOB#dH{+)4N6(YhRt;uhV;Qo?J7o10|Lv{lV?nokc{
zF>>#R=ARj|edbtSfh3ndcxZMs`?w7_vUBsOT>eZA%>=Lf$@>a(AnP&y!x!jjTsBBQ
z0;kjy*RmK&YtrHN&OJ=-3Hlr$OB-nY!cYl3H8|`k=;YHF{*g0<+ZCp`<={vK2<;5N
z19myet3_cyO!K#7J0I82XgayiXWXATteJ6P^5C8-5@?7Oa=H7}sFWnhzbwVyrRMA<
z8vEhNwd>TSm3wO%xU5MFtXX2<p&Ec14$bur3=eENwnEP-0AMp_)53d1zsM-|+pOba
zsvUJApIu1}3jLev(ZBJST`ybEGB|y>0@i8b!VhR64q^7$E9Y53b3X;DM0~bg+L(F0
z-$dmzSOG1sTbwJ_A8t=zNJQ?|(!`1y&pkuQrcw$$jeh7R?9Q*>;6~9<!me*r1nMZU
zXTvb1L5EN!eEP98f+HGXDOCwEBk5bWS4=7=s<J)T)5p_12nBKVMR*Kb85(?9Ntk^5
zyD5FuT4Yw#>XsgYrP0;j<?|OAFTX4q^M9PRitXu*@JRI!xrp9p1){!tnG(pX9|TTW
z8_m)2g)?8Q#K>poYLk+B*2yHTcs(bnhdDQWrSDwaXpcW}L~1lz1%4RWBIFBX62|d7
z9>oXXUKqx{JYRIl@`)>b7}2~&t+o32*sDjocG${pkQGMPB$nyg#Jo{FA_-4jm%`7u
zK&GEs#c8r$h~Zujqp@IW{$HjhE04RseIFU_<UZX3t7u?if%oPxffMh?Ot~?SOA3xf
zMKsUp%66tjEJF?Dn}QP|vu+9#7jHH`TTfT@ZH`IcIwT-9*H5AyM$;#zX{>Oci#B3#
zDIY%XGeO+#`S0cO1i)|ohP<k872EePMnye?JwvfI6f$i{WjrSrvgJV1^4Wn%k{}(a
zgn~ReanPw$ESu;{*AjHpIGRht6bI2`=OA-AAMLpbbT8Bw*6UMzzHxLJcsMyO|4AEz
zkv5P2%dr+>!?~$$!DSDfw>xX(9hET7|D(9jD&Z_4Vo0@p{OlWXfHbEa+>}DIS1Se|
zuSHeT@=#NSQ!+IfLG~2Cl<zc>-gOkMMo_jo7+k%|1=L-43Kj90R-XwAy0I&Ucl%h<
z=DZziHkC!gQw^HYOur@TIV;s2VVxan$z(z*Hwkg^-D^;ZXN|AqdM91)zyB~>X37N<
zFxA(1BCE?!`T=uy&jc;Sv{v2H{$&oK%e{h}$%>vuvNEi}ZW(p#r*0=M<+E90aZbXP
zNFuc#TSfs^+f%3F4^s$}@ORr)s;GZO>#?HemL}VUax~E^`C4^qIp?4<aP_H0N>IV5
z_AMQI)L@Ad35c|IEpd$y<hRt$ZB<%6QQEhUHsPk9Fh<FKC7NpDh@tQRm`3z<F9Toe
zmhdj~Q#UYYF<Zp~(Kgm7AwqX1Ad6M1+l6@w{;sOVb6WlYP_&wb1f`M2lv$m|iN-n?
z8wQHLJZIkeNGwglk%XwD;Sc~YU+hPSWN0W6RG?1l)VIB~(cfzt_O83V1ZqV+BI-&(
zt1R8Tn^(YS{17qQ=YLgU8AIg4pCV+EYHK?Vh~jorvhPq{?Az!+YvjzKzr*L{ciu4$
zM+O$$cjQm~!}0Hls<`|c&VD;$7yHn*>+y_Vr`|uR<K2#^)$}HHB+bmW2u%6V<0F^%
zK~pK!zmclHOEvi$R|lsvS|*BscZUn_#Oc`YX|R&$$7+UioTD*lswWe`H&^)?)|V&O
z@YgIhTRb}P!{M|07v7?FB`KajbGxhc)BTXg`#(TZUlKHj;Hct4{y=_TsM9T<1pz#|
zl-puPpaE3vEL1RoMj$AuY?O+<&bGZWtv4!B!;$M#HI}^=UyoxNIV*qm%?irXbtZO^
zP}pozgMiQ`jrdcsBbcb_N$gdRPiUNy_UP~ANeL9G?q4mVA@^fX&ReW70!<>8LKpX#
z+k}jk@Y$_`I9fLmop{H~J69d3)eEs4&{abt(8_X4(0O+f`O}rEPjhFo{c4=vNaw$l
zk{|B>x!OKizR>#-pA+8JFW7#(9eTLh&z@|&pccg<^!m>o+?UbyF=#I@`Mu;HT=_jU
z{{jB)r>b(Z2lT=RmB*0oUOE5Fug*?cC$l<de1APuZe`Rw{1?O;8K%>ZSNtb9{x+I4
z+l$;aDdyzl!qKizGOy&pn>_6MzH#|i(_U27!uH|QMAEM9+Pf!zRjdQ}{{vvGhNWR!
zj)L-^c%@7@Pd5Hqe$N%4;cr2Hs=VjL>-iB|HThcyz4QfT+&MrZsM7GkuetAy8`Va;
z(QYs2yCL$8rn9Eb)5;M_!HgG2pFf~19<*ULTuf?aq+haxB^gibI2YY^l()3n4o`SX
z=cQ-`cLcwtt#N()2Qs9S+Os{L{Ou8nj-Ou7L@%dH@}dV1bv17-yZA~%lSykB_@gst
zL<41qZ%+BiNs3R-f*B;QF#%JkK}??1P}P`~*KX578UeHpM=9~PJ3<g4u7md1iPW8=
zH+KO-1s8{|`f%b;plcoIyL+TOx(FRIr@W^e;I+%EYnssTBHKXy-h<Mu(k&N*Z1Mea
zVX05b1n#h05f3N@fBbT4v*0p34Q~X*kG9@ZD0zSU(*~~lWw+QR(ghwn>Xlp1KqExO
z#5o!;KF0)4WKCUIwrBj~yIlueAf?=j)pdq><1irZVvSG{GSKphrpZ_#KhK}MEZI(2
z=<6q|D)n@pP4|^>ra-M^yRw}2k?n^n=2=WTH5sOxsse_rINP)wRwf!wJQO;*Wo*Ll
zBEf5=)0)2M(u})w5}s%j1u#{MkkebCr4xviQkE3|coc`jS*EB_TY@2X*)mgt8c&Rw
zEO9dIAV0|EeqvR@FJ$Tj2BGylw78uINuUDSkjcEQt<Ee}b}4{_c1#%mEl&`=TzZ6v
zc5JL%UIzE7qq?&8N98L0&{-2LEd^{jE+fmrn7}<TSDym`VNzQ-y?+A~6YnGQ-7L6|
zH<W!Vt)jJ`XEEK6Yy9Z4_-H8nq*+F^u<YOi_gry8m6j*zM(vn~=gJVA#tA>`o-$Vv
z)?X%Os1?ldis<9?1_Q|PxoSjJv9OTdsLr~h88jy+ujP4#p~m+zQA6NG=?Clj6#={m
zqkwZXga>XGZCa?zP@h_9_u+?F^bC^Z#j2{?KyW<nrTGJ?G6tFXa?J{@Fk~1ITef-U
zm(3$EoEv-+A<SVn(R~JkcZ-L>+1B7zP7>HHByCp;b<fD*e}JKP48ElzVj`-FPd3E9
zf1~wcG4WoIxlWfUyKNy(*i>eo0<On7zw<Hj1UW=ZX2MKG&doemv2=QEH07D}#sOvp
z56QGe%oTY*WC#k@-dLz6F-><bMJe7r+&HZ9dXss3Sm7wi^NEbb38!6YU+f;nd7+uL
zHJ;TdRKat$!gMxCUc45GdLmGV&b_NY@rCcgo22pX=_ZdcBv7+juM|H=@SQLdoAMn+
z%B+Vk_%8duquVz{mDxr6>yxCZbQo$2JkhwtSlx(wb-%4KLX4K$!b9B<M@x&;GdZ|O
zV%eKaOHwrU@2>F2@1z+%PRX*{M6aSIka#Y*SsDcfEId?Xl1#4VyS&KD;Iza0?X_oP
z9YfVeSG8d6rxdcfZ$Pfi`wMg%%!8aw;1=0;$GnHw<GWyutY899F6UgdD{A{snIXsI
zrZk)4FQ=&`*YvG)W3B`q0eTP)LZ#=o*G{GsQZDcSyxV8~io#&9raDd7hxTueoL3HG
zbG^H#h9^zfP4_z8;6HFc?f}B-2mL3AZxC&*7<P*LZNWE{vb)9=MjX52>*XGsG9MZY
zjqW|JkA0@;v4DE<y(h>t+BaEv<@faC!$|T!&Xn8f^P=|1DWwB1BV!_!ntGNF-<Ws8
zv^-Ss2G^V04NY>Kf)=A>zSyX??B-WF^=s}_6qjh&yv<Gjh8)VbRJ-5#GL4k13`Fs$
z|E4fdSEMG-RC!Ea=eUw9Z|iH7q9yKSQObItK?%fnf8?EWyK%6XN(+rMs~GcpOIaBn
zf}UU!x4MWK8VF;*$WLGDNnEl~e*gFDKi&g`slVuYBl35&QLJg&=zuqT<b#9VP&n}e
zo6V3Z^St#Sz#$1NdGF;UPkg|IrDUm5S|v-m=kJ|xrZrZ9BHEw9Y8Z(npGxAKxe5eg
zLizrpF$x;?Q36J`9|Trd#$~)2$`En#JV!)AtzZ;lO<A3bYy?ku{ouWRZraC2{gpOP
zX-X?gakh<!IOmRnYYq;F061z5M{Vq_5J8bsW?pZAmFI4J@D&yjktX~Q>skpq!0UA`
zm0!j$d&mZOH)YX?gKd|YOgDwxsn3HaXAW8v1IfDhGICPNyPheT4Kv{CgHLV)KGx}I
zjFY}u^F-2&xxjag(tZeU-HI&(gB69DQq#~LzxSxVPz&gKuN6o%^*ZGMa6R6CXksbP
z3BS~mk9vL|24Wy;__7H-{#-gIxviRTScb+3=88)LQ*TY8Ak|3E9}jf*oref6nozyX
zk_wC!8<Z3jz7I?jE=Sx3Ef>;q8hz2@PvFOrqXX#)Q<iM>Ft9?F=1XcqM74z|Qq7pb
ziC@U8{OKw|53sYUH|NXU&rajBi7qT335esr9g!eF+vR!dO?az&5w-DP_H}0njrhII
ziNX<2&_Th@18D8vX{3vlSurXLbQ!}1OO_525p&1?j9UpR9SLp_F8yi7+5iIOLi%O~
z`TPMis{V$G%p3i7t`rb3(NAPa$jM-8XwAVSW5aHvtI{0!(R#x?uRXtC(nO?_$GYJR
zTQ+p;`Wc(kpg#wWr9*Tmr9YYsf`}u>nI`QfS_+#|*Qs)u7TPlhSh*=qOEbmVN#Cg<
zW7f6kiBpEY6L}iz{e;%9t!LJjNLD2+lI!{aAsJZPq@-O`ZM4!HZH$!c7c{wUs{u{u
zJ#n?<n)_?%IZJ=D#1jna_eJgIM;q0(QtxJKx(=7rGM^>OJ=;*G*Rbvp7zoT0C4^<_
zSq|Qhr1~?wo1ex$rX>f~HW+f6`Aw#7NjewMDA$nhWO6-dLRIr{sfq4s7^g#}hpb`k
zXsMjrwTQ;rr1Q7tH6%Gaf)+#36%4U(y@-i5^)GB9J<;=MLKifkE45z3-Suce-knf+
zu4R(ctNFyBGh2cx>Ush36|0Qgt@@;M;Ywc^fHGdSb{gY+a=?$X&=24TtA&11)Z=)T
zmfq}e>-~$Yl3d^NG-zY%jPPh!w8^qCeWp1rgJTwRoXZA}nM3Wj%110W11bDA9uSt9
zpoq_WRz+#bO(alSCn@4da&$(}qjy{mNV&~r&w`iZQR8VEo!z}aCMnLyB`H6^XIVJ(
zxp~<ng{W)nGOtc$3A(k}7XWn^A@k%wahqslf_c$|^T(n0w-sDO!oi^HZ-#M%^lL{>
zYx3Ol)76aUz>3HI)AS~fZ)EKYGQnz)J~Mj&ouBI-#R)U}*Le!s^b1ucz`LIBVO0eo
zwCLeM(icmO*05|IpRUNp_=MD?t)|+bATRt4dqZsih=T6QO^2!++DWyNn9qa?3tkYa
z?MU4Y9nWo#dUN=!J8qQG@HjkaD}Nnv?XkEP)7fob8uU8xf@+13U+Xa)O421s*rJl}
z|8wCpuXuH69Vt|Re9Iv(f3mR7b3CmKW#Z-;Q&0LDf8(pV-KDoxd-V71xx_=uxQ3kl
zNl(AOugBl<Dq!>dbM_dv{+w=K-ZTTa0jGVw*Zp`^zLI~%g?E{jX&!%3aFgX5=8^oP
z^0oPCdvj;vfQca2vLlEN__pQB?*_VL&RaSS9k_u~XUOa+FIw#r1vlKuC!^9y(d?yq
zyuXRh;ktUhk+XhsvfLTk`Z)w4q0{5I(N}6bDCG9}bwb~K5+e6ghqp5NA%F5bi1B!z
z*lT)S!C(3ll-#_(#KVA4_FH<5pcASJ_B}p2WuC^*3<wF;5mgoco?P@)dW3ky`(CjS
znV)0a6!1UwIt+giXavm;NnZ`|z2`}PQ{<+z<r#aIry6r|3Y9QYbRBZcSh%T^CWC_V
zW)>3ux=WrYx3RCZw7SX)j#MC-+-W=w<T{7ml+Uavo-Voyk#l1le@9*frO5H<27jD9
zUO3q9$d{la)nVvx<m*Um=jBv04u8(}>z!oe^ok%eZzIeATm7rNd-=Awf)4PkADP7!
z(K2oN)W<&M=bZ>hdQCr4<E&4L`j-yFGBMofD;V7T;bCy;7H$s5Q@ELcfJe=_^D34j
z>Zo)T((qIV45;K<2VMP?^hJ}#ase>}jj_Vv9GD4Vypt9(f9=E|3ODn8Lv>zs8&ndw
zw89;6Q(KZ5$WWe{tF%ADqjNW*69fJh^>9!9ig)(n%JD7xn=ai9?P``XzS$iYo-kOT
z!Hb8Nm)WjK`9Ox>iOrju2yFeDGm_i2=NFPy4vAu*)#JBkM!PfI=x|*bWoVUSEB~&R
zSCQ;Ish-rK`X<jlppta}3|>yrjfJTbqohQ^cj<vsVvHmQ%zFEG{Dj}!*|-jKIwAk%
zmMn84(AutK?C)55){j_Ne-L^C1yhV?j^B#SJXyLfkZ!V>>AyT^U-b`5=O(m|>W~^;
z$CSGtq<HD&ok_X7vz__PgM7w-+q3JxQ(*E-%Bso(7pG&Kr22*jSw>JXIa9R!d^hmH
zXg|mBe}LO>x?M_wvVrowhZ7gc={V0-J^e!Vib-n$O@%JD73x_{m<Yto{q2F_sOX=H
zIAfWXya)%-7R>_7I3_n#en}zFHum{yP1&zcWhP8JsrwHBrlFuDNjyJX0R?o&UM32t
zG3gY@kvqm{bxp0=MhaJfM3+Pkrd`MgOoa(Cor(aZH;r*){mx-(6zSz?m~@tQ)IxSR
zQwC5f!8RA6Y+7F?yu4SI#h_^X(N-$){B!(#mb%Kv>t+vI6f2uG{6`^wIgA{_AL3rc
z(CXE^qbx^`e@t=dGi~Eb)>yupH+y6iGW@fb0`hthJdjN8|66#Cq8H!TT$KiK780rS
z47!*1?kr_IX1^<MCu|yb%gTiJeh5;B#s@M%Njw%_dGNgW@gE>)Sw9ZuF_Mx}h1mtg
zCoXn^9D^LWmi=B@TGB#{t;-6!3e`erLzun5l=n#!u+Iw^AR<rV;I<SYRFN8b@Dh86
zH0_!!Hh#Ug=4}M4BHBCE+9mnH)0!coiw;^LRbk-=<fS~)Ia{%(2CW5;oRAw?Hjnp?
zu*1H{iTM}@VNus}R-BW*vx{)`1Tv%~uMe2>$9&;~hu81RSG1~&<x)Hg_RC*6s(9L0
zkaY}&cq3~MvGPe4=2N+ASQ@E|Um;-?I%9=&I%2X4PLtDPU`o4<1Mz4gDS<28U^pRa
zeBO@4*~$4eG=v8^h1raG>?>7bS_j&VnWunz3?k#qfTj}E`mSXOx8JdD@@GjFe6ko-
zWkr1uG=)rYNs1z8)TC<SvWt|<4Hziwrm$jD)-_)u@Qnf=oF|#81sJ};F-%sqj7@2i
zqs|U)St`oUHn4iPsVbU!V#d_*vq55Y^Ah=4>pF={L+>FaNQ;zA@eXNFYeq>GSl|4x
zeAo(6DR;5ux?0g2M~KS%*y0F-B@%wYNDY`R>69x1CmJCbaK3%i8a>XG*WAMZoVWQ}
z!Huhq%Pnl-4OfQu$GwJE3RC|9ii^L}r&!tfv@mBonEEuxz9DmRPXEp?BGY6Xt5v*G
zj-~h~e6#}%|K{)SrB7|hi2@eHT}4E5m3l3zh7@Zyg4K&3TUN!0T~d*ip5^u{8bhbq
z%S-nT9H9={nyg=x3qIifIDjVx%dn-choL&F%vsz<v0qJ*M{I}Kq7{f=OMuZ(-%PRp
zhmA+fabH9}%lz~4{HN$u{u})36YznEIIk<gUKs7&Op3ukS<xud)a_t|y&rG;#?on`
zQi=b&VBH=@L5)Y}Exp4MRXM=hf#b(*i}((9v+g#k3fr%(H+{Zi({77zyw@f^1Jh^~
zM&{1<DVV6q&(+L<dTanv151Pg@2s$R4LUY)ql1JWE&Uz{U}*`V*mt33pyL@h<*ROw
z=0O%FW)AFm9rfGfdga}U8!O{!w^*y^We42&jTr>}ljreW!?!D+NvYvm5gj}rpMI`T
zu%>MeLl%MZ-Sp&cha>mAE0oI9=$-n%pqDn}$)Wj%p~`Qm3bqq}=8y%S;M1V1DG^u)
zZEb#Ub`C|lcliMFWUr6X+kdjPTb;sr2%DaMWOa&;+kbUSxd}TOIta<UQucu*Psv|8
zl3g~BzL8YJob-b=%UnTWUXy0?`}3;NG=q=IKc!f?)(^u+b+!3IO$Pg27`^})v@Q)-
zg`T~AK54*iN)Ug^Oyf!`Wy5jKc^#{Kw7Gpn>T$T;rSWLmB-qj%Vh6%RG@u{l&05yi
zMz`u(UopreslR=ef~pl0BF}MrjP%H{Js_MO%tr<*ES7dD+|=zBzmxnnpnA@~mz)#m
zdwKYDF_p99<mmYFv@^ogz4G*tLvI_G$$(WQ5~&Uq@=C>DcJ6kiP~`KZWPn?rn4ia)
z)O#%<6W0Tm8S`&387JcbCkGckYpL(asDy&n9ZRU(`nUh6GBCv)FKB5;FO3DUGmPkc
zchB4x__z}RsLgt8eFHO5RXP-KBSQx|viJRM`uDC|k(Vs(Wbhz|J9V<XVC;CTmJi;C
zL{a*U+4>&jocznz>P)<9SknXTQ7YK_s@5!c!_WS=D$Y25_0O98SX~fcd&SKio_qGo
zk4IrE(b;_u(6PiJ1oDM$;}@eTNv1A<yU`vwbdII{HD1$vjB6dzf(V^jZ@TsP=Wnxk
zJeK}4Qv6WpaehThJdnNXN)0Jxv`>f~dq(LojrVui$?(1`bm@cN)ivhFgp{VW?0h=+
z?eiwC@8P$US{OB*1gjgnV-=Q5Itf|QT(G`@*Guj<VS%<=<$Nk%?&Y+t6qM;CuKkO9
z+Dg;eIabnLsQSIu#;j57m8b=%-1!^>Q(RBYS-<&;@Mo|FJTDj<cI&YZbmYyxxsW*2
zI-W3?vDO+O^^vZ5<{C|^y=@+pFEkXB+c7Tt05*1!jvzY31%G*Au-hypRW+K!?q%z{
z7CV6$Y+@--h^m1*@UA_~Tb8F00`H@36m@Iao?MF$GGa($`<ZaNp<SThri-+(nRep4
zGCKTsBz=8x>Ug}nEv4<?y6e9z=1reF$DvUZ%GqWWO!)CA3w}O1_^_T}i3Y$bdL_bk
zziol{L7KZw^j%rQ%~Dx#quieRXbEeIBu;&)P4%!Re|;ZIzUGy;Rx>lRKfgA)G4ENR
z&czo!M#lA9futS5cpnlbpX}x*8BCe{+*ao*9u*y@`f1|ZX4+?D*k@0QLG2*uaRbbd
z2(mts$w3quI5}mJT9RUzPH5=$)I>B;B^WFp<RAF$Sf1O_-POwBrk9O@=i(EWzFCih
z8wUeZhEg+Z7wYe7yRw!(|H3ve3o)@Q9(FLus9<)e9w<J!h3Pa#e!?lhgr-;8X0|V1
z=Ls$zxXh(l9AwzlU+=&S(pd4pQU;Bb0;;x}VJhQ2cXbktn058}{H1Ps;n0?Cz9(;=
zswa(+DB(AsR~}6|{)j{6YG}R?#QdOh95H+ZOn9iFKIlFS2P`DF1D__V09ua60<m(!
zzF&3hsn!LWUUZ4PScqZ`K1Cfk3Vzj?nC1TpocTxip&u|wQ+pnJ_HrrupZ-VFM^FEz
zAMFoS<ei110!N!{$~ZX4RbD6}tdkU7qJzFYC;K_Da?rT;&@jF0S&xIkbpjjHgfVb>
zQSY^e#1au4O@_!RWfzR5Adxp^;WZ;w`5Q=1Ed^4$X}5m#I^x~OZp=+ZEWF0cg6SYT
zIqjpQj85Sja4`b&Gp(VRR5Jy)z#>>laa%t{>m0f3luCMA08Ur5wZF?2>Z<-CR~y$=
z((MSN(<aJQ;2IjFIS@eWX0Cv~hrR^>R7pmH{GP-ng@buy?#boq2mAn2Yp4x^wGtPp
z-e!Uhe^_%b;Iuq`H3TEM)h&a|4Qq!)7D4!&1Wm=r`$DVvW-Rw;QZJp9Rn~yyAu4z7
z9$&t-{xfw@VsR27?$R{PVAX<TPueIqstQx1+os}}sf3V~R4scj%7>4<N|aiR)_s4i
z!WoCo>Ita#=80le*A(IRK@>eCj}Pxodz2>C4)G-MEfm{`6k0+y5TWv#u=C`E5Dhhe
zou&}fVt%2l(u~%+TE|)D@x%KAdg9R3U!y&5S{A!<KjAM|vJg%QeI)@;R|r}0ijzca
zdW<0NOx1#ya=FRINT5b)bq__k5fDZTdJgh45u_?#*)2G-teAD3Iazw?j?dtwq1b4U
zBT$c~H0)yvb(L9iJY*qXstS;_ToECYY6-5mhMfFAU|RBRb!7l~sSvHAU3VlYSh=C;
zc7#m+=LoD2I}fV%3yi(fM5x`seHnI#IVyQ_#Z}OMd&F~2OSyQ4@avXlDpNELFIjl9
zO)mx=pv(V5wrC+Z895<XSSKS)Uze8&a1E{7@7}k-Z#QD{ot*9u04|YpaLqDh9US0R
z3{?eeRDm@$kFyomXk1*bzJ8}D^}5A1tmF?qWra*EZ^nk?v4%U1wVXou9nP$AE*gCJ
z_<qqF<RS9*rBBCx8(@h?arwr_z>y7}(Y%*)qIy3*CorBNbFI$FvX0?Rm{IW6+jk6<
zSf+U4gGn-|s?sTM{zhliX=70zT@Q8B<jXB6`Mkx<32b|s$}NPXX}C~{-T_w))7LY@
zF=0Yzkg?}#05=$PhHm|NaPt8rXt4h4hx_j&odNN-lpVAB9#4RwZ7{OnC>Y?2-03IY
ztP+ES2L^(FSEH<6CbwGBa&ZH1MZ7Zp4-mnl#EuBz*nShh*p^A=I=gNAkZ9Q2U4P{a
z(X-@GWGdCbTNStgm3vZ?%hi}x!6Y;QA=v2!!;H$;uL`b9S}nzkItunF5BKNmE)OQ%
zzIcla?&e(aW-bINzl)+Cqgq<}d12tK(O)yqxbm@oawCyS?#nV+Gtbz-*2-kf^^Ihw
zU+F2|@M+FXv@emh{NCLo=O4#~<8&n974z7*VRZTS$Y5u<{R7n=zEgSVKH>Q>XSA+n
zUH{Ydz^iu|Z)sDCa$J+A<%Qg(54V4*C?j-vy36~FcBgCmUw4PehdJtPKHuVPwW6d`
z>dDJKIGjIL9aeg2Lsp`<+q}R1m*FjM4h6h(dx_wv{7<lHqyHx_COkk<O`(S&FC=E7
zpOTU)ih*G<^dA?|HEi=xKMP8}#dS_rdenDAGJ2_ake|;{wk7D6tHL9_d$r$TN=dnF
z{od6nhT!(Vt|gVy$@?l7Kep^KPjuV*@9@sosPB*flA`)+*W!JbTg1INI!CvrxpL3h
zcXv+@2+X-(b$ZT!8CmBfW^s)E9ita|Cg>kN@tTctbJ5+_&g<Xq_(77vRgf~Jr?USQ
z4>29jw0(SXvh;3hcA2gEOpxd34Sgb|;wjfbqRNg+ICR0@wW)vWi1)L5!FvN985-Uw
zHMt8OkZs49On8`|O2O77*IRDqCOmY0qi+6?{qn8iA$xwe>skNq+S0V5N2l9!A;o3C
zQ7W5`=VWee#Su(~CG#`%YI0=in|H5wo_|Vu&YzRl%-gO!wzhO6l*SM649q1W&q~L(
zJ|6T>=aVUJz3cf8U=;24H=1TBz5`Pk{Aq{kYOSWbX)Hq3F@LFNCxDFRR^OL6`)5bF
zM?_e5go9SZjtS3Xd)aoI`utnzxG&dwL62bTxI#E?uD09vchw_vE$9(rX2eI1p0CCM
zQ=znC0-@{C3gB}~ovV835Kwk#EP$<rlZ$3nnSPxyLrMA{*SJx%jrw!NqsM6hOYB7L
zqa}mn%{%i|wH_=OpI!ba&-1pjR^~56ssa}2jZw2R=QS%Z-aBvTwT;Ab0GR}#Kl~lF
z#j{sxyVs+0o|T&VB`=f&#JJ{5kuz;XzlP4I-2wEpIKji(9VLRI*fbmmOuxZO+&4y3
z?*&B;q#q}JsY@<5S1^u<5Wr6W^bO_E7?}xR`kV$bY8*ozx*&rp$tLSkZ16AI>Jk!G
zc)iM>Kx=OuFkdL_(^ZE2+=~uzQPK*lS9rT)KrBPRn7k{7wN9u<WcN^KQ)YyFx07or
z1TMw5X|u%iK;oL^Bnp^?7i;|!UBJXinX>fs;@p!mx_s*(8a@@)JfaSr@d^I&53hXw
zXtUhWV!>RJq)KDtLlNBXcFN2;;4K644VD+B#>l$h5Ap)ykZICctw)b!8t5|ejWx73
zSVTRZb|p(S@(fB)5Y$p*ogmH^;VTv1#Ed$HsFqwTnbe2|6P+5F6~6%;&8CoqQ#z{y
z{*dLBxLoO7<Og@Kxjc2UteyB9kny`7>>ZxIbYm>8x9RB}VvWgtYOAEwD(EwR#!b4X
zDX-wG0Zrz$G{B@D97d3ZZu)#dtqzJ@MeIbvv3o<<=~4q91l+$B{{DB)E2~ON{r6xy
zbzu(}2>>VD0oU|FYJDh9;RQv?S!-};+PRSiuSYcKer*8>k%z|b^m9`&t=4)_FwwY1
z<a}#LWowG<b{TrV)RhaA6*)<~)5X3LOTOWY4gIN7=)n(6PrZ&!rc{EHzd!@%A0Z3&
zwZtR|$2+dP&qoCHT}l*V6p-_?R<EWSfmi`hHGR3o%W{Y*u!(iHyGC$SW6GY2mRdgs
zKretTgdn3r55#nDxPW!`COByl&ovzpeP?HB#>+UO;WP3}6@LL=z&ITBXR=V$9V`H4
z{<mhUkqVCL^x0y&98Y@icQw}o<^k9?9&$%~iU$COym~3)2hew^v!=T9)#wWt(?5I%
z-BzCx+n88-TYdY*3~q4@hPtx1fLH<zGCpWn+cn;1!nEhh;=};=F;3JPb*L0~ORMM<
zRJdf%{118eA#|F|Q&={6E`)%5;?bf;#gG%r2%--|A+fP+%@r@ms?*VHDO`kx=7O){
ztRX45mnQCV=m;F=qYPmBaUs~2Oo9iQvctTw?NG9qcpNvx_8k;~b#^DZLoqp}98)#e
zsOIhm7JU<yNzCU_8L;}+8?jd--wd@CaHVD;a#UTgB?wsPhx9`#roQ4~tG>+qmrs;i
zE5T&fy<)xk@^Cn^kQE0+)@j6baeCDZjjE{+-c=Z8lxzN-)YhF4VC4L2c)(Zzl@f*k
z0t8@7fSehtKTmF1jo@b#fVX+TWELiRCO^=gXg1SnlZl4}Dsn%b&zjj>+Q|2mW%{p<
zx|4y|1Gl>E8?H2XU3+#o^%0;w)<*K{FOHwPEFZ^~!s*^r{waO_3?MkAr;v*O%<V&n
z3C2PnB4HZ%6zvJv`y^^1Ts(tmB@$(<lkXiuEr8vgaj<nXTLwdhKIUa}+ig&kBC0_V
zIIzV8YBQ*dGRLPAI{2f7V^!0v1#I+YBv~z61U=)55U1O?b}<s8MfPP-zNlA6Y6MM#
zoV%E~K(=_<yhk=CzF!Mv8VJQg@P)VNUC;ChU?byO$)hdMGLM>8=b(T#Y)SSfpYhM?
zEj`|2zYS02U9C}L{v%4+nbn3QwF6CO2~wUz5uHvgOoexSY+E*~oehjWC+)UC0TFTz
z7U+-VFrGXR6)O7?BIQ4>AOVz6hiOQ7r1xL<=0xnN8I#9Xl9&@7Qfw*A4b!T>(5at5
zuig@UN$L{`Hb<g@7k0=v8vz=+d~B%txtI={S#}b-<Vte4T7Pr_COI@`O>H&bkCHA-
zjB=4$`gk&6yMUXVlv;|S6YY5NF*{}f!Aj_jw$M`qi&%QwJBUSA6$AeMU~33rKv4Hx
zuH<hj(V^IW0dT+e+rs=nrKa%hy4gC9yk)XH?q3LuxY{7WY;rx`USJ(eLmrx-rh8t`
zKpQ%l;;;R5K)gtBK1FGYHioPWj%K(fIbfnh{LB8MOd@7hsL`nw?h2yNwcsZk4ID^p
zpn8d+UnV6{U|x}99?6Gp#~h2H(^%Tlc-pvpRT;BJFPF;+dmi!eiSz%0+wZ>RhHUm(
zJWj`?L3HU$TfkOA__dPDUtWC&bEkkwBiW5FO;WdDW@!c6RKaTe^bKK;Q`BdKycQZX
zLZko+r*-eggs-Q+?Q}ZzV#&OI-_V~k`5ckafU2K!cJyzx8-*^dEpanG)0js-ap>pp
zp@LYlVWE+9Ovnawfld#T`WTN*$%t*pjpGN9>!uubtBpjEJV;%Mf`+53^&m9yIw8s6
z=4@%LXM^T(a;}W3NgT|l2a^n>3ztyGFTa|`j`DChW<Nfy7RW+<j`FlgRCns<do#y1
zC{O>*sn4+~d0MN0!H<gD@<G&7d{aMTl;28m#=_Aim^O>Uu(^V>vcB@Hr<6$tXV|pk
z3GBf#J=Dr@*s6)N{bLv^f><tB$yZrEQ&u%!E8_ELbOYA>%$olvp6j>W(r?mB<?pJ1
zF^lj+xZqh!ZcBl3B0$;B>KAK<HTN$_7@4kpDOxf23IWvh@P7ZqELO3$aNffpabhUq
zYBN$<0>XP&{*nE$WYkUi`c!p`$VazwIF~}x2j*UiVl2hWNVg${QT+&}JY@!dcVeK(
z@a*;RiRrT0gR8B3HS(eOANrd-92;t=-fc=H5!|h_)FV!fL5)oV?4)2R%)?m|EG~K^
zY=Bn4siijAO8?;)yj){Hh^KgTZ>M?^m~2>OU`NCETXV=Kw5~&PQPfe8@6d0Lk#4Z3
zJmj}?_yF^AmCkcw-QI=blCETV%!1V4@JR-u;!!dQDiIE^el|Qo1!W-BnNaKh9X{Ol
z+Osyh0sC0qYUGt@CJKj-rkhvTz*^Hwr6r^an}P>Cxr%>RXX!a?{=h)zP}D2EYkzpx
zw-Sh3z%MD4rp{B062CvYIfyxVvR1xbE;qG~DJ(_K*dYePCeji{{Ht!$$8{(^9gE_-
zM7@;{(7cw*db@Cv_<FoJ{ev%+v{RJz20npWT;5CD!>1nuWF@_0Q(Esyqk%#j#I7dc
zJqhEjR5x=z;B{UckPS_-VV)4g0u{kl*?li_-7fV~cS1E32WJGm&E<CFHByp!H`H}l
zIO5$|dOV-*XLR4OmBVT0Z@F=(*Z4xPJ$O2U((B}G+kH;nvT@-DOgldSZ+3C!6&w_E
zt@8zVkrGR(3klNk{P{_|xRCi}qw~C6qo-CRz`z_ek3s&dXqyF#{Ec_MUlvx9=kewK
zf@6#cLCy8#g=+Js#oA%PER^9H6-Vvi)!eJEh#i*tqfPZAO9!E~*pGc4e?;KK623aj
zm=>O*4o}h1NYPOzXHuskcY|K{E|~tme(eA0p&z%q<V*htnDv`o8;f;S;>Zr{ZjyJU
zric(*|Czxfm;2a(xF8XT17%!!0}gKW(wv<G8AS6Y=uYz9pgYV49ae6Lu20SZ;l>ea
zCIr?Z&ou5F$0SSDqx6=hzuD`Lqw|p3Dfp75h0*2*9ELJg(0%bv{2hZytbG}0<iYKe
zWoP&*MKPG1kw>^pVGMJ`TEv6k0c*P@*euhG0?ev~Opu9QxhiLpuf7;1-$3Bn11uya
zZ8)8P9<SWM2V|yzEfWxPW9p&2k%4l9sB^UOGpl1%gBT5x6Fv0a*#QnGUeFtB67{PP
zxc)2SzFw`$(7WBH9=yKXjSxfpoVml9@m0E?rM2ldOnGCKT|etHaz1zaGAwy;<0Fp}
zc8`AKWX(VTJ%1|>;_L)5hEKpuUkUR^GI5ERF;#0}p)OPF%~A!%RT0&CRx$peVPTB|
zFe0NT7ZAzsNFIR=)r!o0FrGkBL}&1-z2xHavLyd4pU}g^cQx{zbvqwHu@srdTzZJ8
z52kPih!Z^5M;wZ&t~ZmIfj{~OENEoK(z4DK`%{>t00amkTm|I0@T0Ct{!lz6j+7M%
zBl~^m**kLLJI4ri*0)3!MT)($iaR%6RwskUeXQ1oYrupS$hf)sYcw#&>V0w7tibdz
z7(7HCMxn-EWm~pm!n-*`BKjT1_NBDS=HbbO9TLzi{f8^Ts8o!8Kf+mmPuCOzw+;{%
zp@TT9D-6ZZoFkYbDi`=!0hDUL$m{yjEi}m^ehKJ_?HmmtF<6rI0tncOn;gIjhsRJw
zb{|4MtzA~XQ24RImSZ0Yol8O9Ns?_0sd64g1K|ig0#wv($xVUx*&{=@JJelMDZ>>6
z-2GDOi4czvRQ?yz)ItbUn7U4i?qFz|dku5tWr2Uiey4@IjU`ws+fHG%3!bg{+#HI$
zQwYGpM2wAo!cnQIMC1ijK-qsvDHiU6!S685A>GeVK+i9@jRtfH8uNVE616J11i(=u
zz5|EFVIhq}cFww)Kig$tmZlpmICW7gIRBe()i`_1a(D~nJOe)L+QtKpRw6w3IbNVf
z7M%WlG6fzcdvY{d@Pwa*$(s<s;-rxHdCY*E;?`wip4rthNw!$imtMU|o-zO4WLDyy
zS&*E@khyKB%S_KQ#?qsiN;2Y6nW6}p3Fc$^kMyZD{%spG86jGJQYM@z1wTs|iX~oU
z{c(<dLR$$hGCgXD`{)CS<2QYn;E=lIL;aUR#tY8Vzw>lcZyQ4Q$T$$yeZ`d~2=rXn
zpm86vk<s6l8)pt8Ujvc7jD5d!Q}8R`CWbkRkIsvHZawIVN#;%tgzNcz9HC#|<o)~e
zJ`70A6{oE&AS{TiW3BaP4pZYg6fz}tg+C7kU~qNwk;u4-EzI(GMA|Qh$a1Z1fx>(b
zVX!_jt@Dvo1y-Jy4xdXT=nBK5F~6t@Xqh(y2rh-cOXo!34oE1nI0iT7XYmp$h{v|#
z+OCSCjWgIti|^y`>FC;^ZFn{eMyBAw84F9m-@QpP`NGnUeWpfQ^x75{7Vva<S$>5*
ztJfL5CxhR0O>3|cV3dfIfumPUEIg_W%WZ{-GYlFSKju&J4}J8}Q`ZP=eQ`CU%Sya_
zOc)o)7SeDTGm0Y(@kXmtMY_Z!&p8c>Nj%##J}L~+*E3fAI*xU+(i0IedD@x_SK0CE
zRJst;jcX>Xe+9Fci{B0MDW;*Q!{XL&NACU#!%%Rq*c_lrY@gXb-DZ&l{GIy~NqR`}
z?eHG-hzVPW{gPqr{_p^&Z!ao>w4(j7iBH>52Vl1eB<D!=Kt7*-PHHD~QSm-SJ(ne-
zNX=Ye9E){A=%6&dG}gKtiYw7ZyfBArVC9N8?*Pw8%_!6O0(6Zvx?o6@J4}Q`4eO4~
zbDCxsYp(TBM?hIKGLes?CjKbOSHft#Qyz!OlodKZ7*TMV)MpC#_vV>I3d81ejn{m7
zJi3N|zELpf1v60en1f+Q3swjU{z%+QT9L$hch=zb9X*H#1&EiomeHl~r~9l3!)2RE
zGa*eWc~e+~P~DV1q=5`0O}|sfUnabMIxHrTDqn<w@p@4UYOr$oJ^sgSj0&rI({_ZA
zVj`KaVWdyCPxPL(c{N}PZ6=@_FwnGn6E#8(Va7$dmTc&vl;CB|vWF=1l9YOEK=Ia^
z-sSsuN|NJmqC*KXn+19p9{PV&FOTGs3!m0b?^3PgrcAy^8qcxrOxGJn+^)(iC3ejA
zf2rg!>KkBpjI9dnBgi(0A>jceK^e&urq1rpy;k(oqlfbQM%`2{Me{a2MbcmHuZuw`
zFp6^?$S4a=(PQFyZd=dgeC9UyO$)aNlkp5~8W<l7x>i(!rQ&;7@!0zBqZ;VreTAHN
ztx#@X7#wistI1CnKrD`-)#a&1gf+MzztSWoMf!T3NBvjl?U_S-mx75+$0a3qS!$>}
z`(WSF$kyvpqkKvrbxinnSu(RflZyX$y7gUU#ExYmjwNS3HN}(h?N)Fz5JSF40wSg-
zxUPJNOk~7EID<MFS@YP>UsR<vUWtkk&htF2j-^{kweQN8yJ!?LV~#1cEFGPQ6;bwn
zrkR0JSf9EOD40Q&vDQsNL}4<6<NR!Bc7Vo<tb)~7znI@1ok7*Qsr;kB*vXuu-(^q1
z?;`$mhK@Hpd`^}VXPM2LtylW3+$g18M2TIJ*hoFii*br#YGOlNj;DsU#sKo@gy-lI
zej8q8D$8qME{8@^gqVy2Q&Ljc!cq^wJ(Uz92tRU1@8pl<W!tRIxz5j7uTV5;924nW
zNepy;xWQoi@TeI(1}KiCWg>-Cr$}v(MK%2=bxmc&N2|69k7{VSzS{>GhbF0N*}{W+
zvf5|w(dByHc938k>RumM-Nd*d{fBDHn_+$No(S8y^b@#Jy79aZg+kb0la1$#f!f-C
zkwX1G>iY3lHj)U|sCft1uRO)%>VN$v9t@iV2afXdi7DM)l%4oyn#rPFt1rO7iF)+u
zUW)(~mHueh9;Xx1<2=59!ZWhZ$?<OIo{HJbLUTl>nZsvVvLPq>;qvlNcS|L(&!vP^
z9*G^I;NcDgiMd#MDV91<i}$JJU5`S4Zxs+BWD$-u7a;&*&G%c0PRDZs{l~=FnZTQ7
z32bj0pTN7MpBvxQL<A7!2;R9SvX+UQ6~SdR(eHNX*&`(Z=y%KfmwnJ~b8)h4b^k`u
zhsWr3hRyYjM`x-*nH%N2J#V%z$M(_uMrXvrQFe;=q<(N#$BW|U7eu_=&F34av}-|*
zYkTR|Zc^!5I~Q2NZ(iuar++PvT!4xLkmBxpGIm0B5qM~u9m^dVztE#MZ)ks+L+wzw
zR3n{CyoY>R+OKpArDHE=8H`n!>zJA^(@!WPW&9FJn&K%XH?zhrm|y{el5_9pZ?w$U
zKHcj4U<}NC1%V@JF-2-5f}SWu2MHm^*4@tMGQhR%KY(Uor<IFA$j7}Q)GvPSUi40e
z9Q5=(WP{JiRhfm?^5%Q~;_yU-gweCX#3R}{WUjDTqznermZ2jR&1n<a&=$?`iv+~I
z4G}`g>_sGj)f<FKZIJ55<jL11goic&0ff*n2W<Qoh_Rx$UxZO^?fYf~?(Q2AUP3`C
zIs?;C4YVB9OA=t{hskR?8N*<a9UD@mQGC$X{{hJ5^k5eXb?WYccv36H$Y@GNQXmFP
zjuU|Bb->jCB;x=H0B?BMySWFQVB+j$Qjk-misBw=l<JY#E#$PJxjbi{$BZ*4b!LV&
z^SCE9Ka)DSJ##bv3I92<CnX({YTH#-S2kJnQC#8QF_KF^X3POl;9cg6bT1?@`QPbt
zx9v7G+lY9EI%P0TM(mt%h&<2*rFb{&)bGBHg%b*Q>Y!@kQ&lCe>+a>PZa4xS=5iuB
zd($HDQCAydvU)r;R8^U464E(zME|(IgdO@#GMm^SO~ccvzxTFMl78v{*94xWY;!3h
zFr;8<G4c(mSr43m8e2+=Y=!u-P-nwT;Z>5j<3B<??E>4W#ngu~eCol=NK<3C`*jQ&
zoSB)4V89E541{6Kp;?nX0{J1PQ8zA4jB#{AbC?*JZKn31pym8j<J>i;M<SUWjJQ+G
zE~$|r){ZJ5IDFq}7;KoU0{=>5@M7o=6v4;}AixBQTqoj9l@s!*tDYsw;%Qcwx-qIC
z<&15c^AXqrtd^UCL<cpLDuO>2-)K3CJlyv=`Z@5meCd<;E8l#S1H{q-y{j$DKIEPz
zHuFPnNT_~is%WiJE5ybEnRhHJDxsS7k8any^KR*Iz|tJGplN=c2tt~(p-T-^0_xsS
zF9#?Hd?(c*HO_zK{@b?KOTQFC<$Yahi(P>kpK63c9`{oT28XVw{8jp`@y4;_dOs;|
z(d)u}->mv7m%$~@!7^Vi!#J@TXgd~nB5zPdmLw<rOEcUBlO{<1rkj7g^bU!>f~LbO
z6A~IY9E0N~FNS*-;T&lu7*J~bKFgg^y{J<PQlKY;4#}V@osUZ9>FF4Q7#~LN?+Zn*
znk&|TL`<Ys;+nG?@hc@{*h7D^u}aaho9XD3nxa{{yPZ52IyE0T6Wq%q0zTdqy=7p7
z6IXah@jDYX;BqGNtL<-Io%)0vmEd&HY5!W?WnMvNjFpdnU@6RM;-!-(8MboJQ#wj1
zSMYZ<>kM6cXee&#QI2g2BlDdPL76S<6Q$$3sFGJ`dwfH58Z+InMw3{%YoW?87^2|A
zHZgIvyx%*(4l2OnQ@5LTSEWDxQv$qQEFDvSVK0~KYB6N}k~{IQCzZ|o`7WU|F7;Zv
zh3fT@@))y?&^-Zf)c2P)N1I`>N#zwToY+!9LXBmN>nRwY8ym+$>z%*Y?^`f4k+Qt9
z@oK&$)y(ZPDqO5mDiz!!x6fv(?=&3sMytB@?=!{Xk^7M=-UAOn0e}(|HtRiI2WH}u
zi&<q!y~z6ft_v+L__5*hjM@s!MwwfJL;s5&Z&Q<}!$+*K(&eLOJcT7z!XB-!n?Rp$
zuW$4Vh}_9_jq^6U!<j(du<@*j7%1@r-YX!Z<598507H<1{9%}!*1`?^M`G9RHRD45
z=Y!#d>?nh*2E}KXt4C5=j=6E=!#YGP`m;H-HGHykZeYm5etWi`YjuRZp`e~AeI7zh
zM$zsK3IQlcnY2CZ7&E*u`|j%O+N2+;jqP!}t&-Pep1^}$fxzD$O(97<rXQF0=h~F=
zc)+dVM9lmZ=$yC!!M-!kPq*`*+RzCt^}lPMq)v5}sgnhRp+c4<`X7=UWU9g>7=Bq0
z7n@n^>%OXS$4Q&BAuU`VIuVDfQN#%qnHd-8LCN%ECu&wS1tW(n&3<kJ@`#Dt<NWdM
z?T(}u`XN-z=bpf-m6rn?!bm+!#3Hh=GxGZSx(#4jJG2kQRcy$6WdUAj(r6-)lq4oJ
zq>2|@YjncvDfK$Hh|KhtKYEgE)5FfBnv>pcTKUiHI5>&`_RMB2Rev{Y$<q*3V(_V_
zj_eahKpq6u1+N;y_dh^qnFWY3=ygX0#i!dotSGiVW*+SxXBXTne?ITqrNRn&Q&qyL
z5n&Q~lyvezUOrPZPW`#Yng;kLYl}e|O(zk{7(fcCIuwwa5US+8Tx2d?B26K5-QXZA
zRiJ*oqY<{E3Ef*O2j(MY9irweQ3N6!f@@;l=cQ*MxKZ}r+i0Z>O72)@{%eqIe6F}$
zBxII&Q7U#x0xA#+zr*E9fHWCLbD4LcSCI|Efe;Z2P!P3X!o?^ZyEba?mRk`kR!inQ
zab<?$eyJ+^4tx#$X4?sLN?^F*ui$R1?4H_?)4a_#L8GtVV*&CZgA>Yjp))BvQfgh4
zdW;zyo#D&~Yna57`=|nV)NegrFMU^$&P6?Bij{}pyMRX4yrE^<54KzI5Uw?2L1npf
zABKyeI9=fPi|-q9CH8eAQRxyT`K}E3!e7|?5TPBY79qe-EfcklQa1EIkE<_{{*(B-
z0jGL?zr65<CY<?rrn3`J_WD5RC*X=SC;lovo<V{7xl6&#K>yWSZs?~=FN-MDx~@gu
zoO-9@{Q<Joi63De<1)K(iu;ogTu(L!+)ZB;o?4IIbzl&paz_BGa+uS?{3V`2FH(th
z@j9irO`n0uJgw%lYB+`bI2<nGll~vTUQO7X13r20l^ZDDwpgC)&xTDdBExtSioUTB
z>(j?c=6NcXIjrkA;87({EH$`|KH!8gV&*3DoonM6b5_BhwAOzxe1{?VKG&pU;jf{z
zSS!gV<!}p?u!8;jV3EFd|D<zgZet@5=*NfJM-|EURQhx3_+0MSNbjI`mI8oxo4FGN
z$Z_pHXF2dFsoYT?e<bS@j}DR{4Avk7o_24UJtR+eI9-U#1LA-u=#8Q(0Y(vk`+DTS
zYLJt(3#`?ae!zr7fOV*jI4(U^8mAfqF`DE-3s)sCpO>g)Z!LS}C+gD5{#g6=!u;)f
z!)NX#KWIf{dgKj<A{Agy8%#5i<@y>Q^ka<bHNzU3>vk601&5Iwj7ff=v+bPRE8fMi
zCx3&Xuh~<LXXCLFviu>6y$f2q9`5uFY-!8tcaujdX!&BFbPy|`Q9t4nv<Jhq^52+5
z((*2Or6}-bU65RCg;p!)u;iTfd;D4YxZhrD!&0rH?C!4HPv*6d;%;<0u>9tK0Omj$
zzfWhbeK+rpp1AAAK^CyI`m0YU8=onRZDB;yq-~t~Z;wv@0Icy9e0p-3eC_aG;!?+H
zlKivEn~vnCq#-Lmwe0xf>ZKtYD+_jQ9hN~z3n^N(kVxW9H1<Fw=ReDByLIc+ro(~K
z+)T<1R)F(qR7%`AP-;O#KG70XcOy9+TmJyMQ*O8xoZ&%49D&8&8&H}qAwyQA=1o0i
zEAAjj3Tda1w;SKzLR5n`IgE&$P~x<!t>Jt|k)jgyMHNd-D9j?EY^^LgDIq|%=|g~|
zg#wULLZFY%E0jJRxw+1fHb*Xbd3Ih9DGxCotuo%CPN}mI=g_BHinYdRX!fTYLYzxE
zE(XV#q=XTdX?_zq#{#J2S9v?lD9VndGWt!Ea;*(G(ZY#YrMR7d-wGh8<agr6Ie+5=
znEneXch`r@H<f(3p2dTGa}Jp)FVpTOu1k`y0_Unz6*_G~HEF=@Mab}2VkeVN0Wjl3
zj>AYmNe6YGwV%WnE@eZD%nuDwZ0Bk$8I<U^Yd5{MB6L)&p>M(!s1e<l9V<EvhS2g-
z=2Ev5NCVCImk{kcd{2x~({MLxQNp-|WeHn+LXDzPOH`_G`rBI6wD-zNOsgsorFTOy
z3RXQ|hH$>jzr%PvQuysN2a53eD)y66L0F{~RnoUn-8SL^P_F3;QBp=?QjoGh$_yN~
zd^mGLI?_Mcr!dkFx<c&RgK$agX=8A9-{F(fi6LotZRZ9Xk~vk(l`^7~75@NZE(9_P
zjsWu&O$iD;21q{l4#Ixgo@G3S{fm`czKQ_->YS_BWjYc`#(<YtNa!*`O8cd0Bpw$O
zFSa+ErL`ri50z~<C9N+eV|P^KI#r)}(5s!5C;_%mQlyY@K--L$IQMCqAfC-s0YCo$
zP@`G>&`cnSix{+t%0Ls1LD`<qu223WrPD;wRwNN?N{X_Q0SPcn?Gi9`VfahuwM4cd
z@{aae90^fex?`{c^(9&kXZtWha8xxCM?;g^S6dzkdH3wzblzPml+aK@oT^r+EdB6w
z;R&g@^7N@?BST~y5Iy07$J_q^YsWm?gd2lT<y|33(pzp7w@`aZLe8|MbFL}6mQsAg
zDMMC4Ny#K}!ngL5_?x-36U?Pk8CujA9)&@mQ;?8J(ingCQ?lC$BoeUcP$2u@@52Wf
z?Q6sK90;LgTfGjrk!UhmSvEc|bOULaz&HnF*jO*|)=OzHaw(>kpdi9h`U*seP0g=j
zB5W?*@K?;r1Cdi(mu}L`gdqrv5?l2-iuX{JprweSGiNJ8ed%DWT7pib9t-(_%gck3
zcjNXYdDNz-OcbiLDXBw^GbSA9?MsgHCB-cM?PciBBrRHG#(l7|QWeEfUj8BZ*>}_7
zTorC+-!rDrXQdA<cRg4W4rAf?4>=XLnv6_It-9J=Ep?e0zjY}`7n{zDp`Q|d5qTft
z&X%^`x#*OZZEj>GronU1OodWvu0Nx6CZBRfRF*=(0u5+9N>Y)B@SZuwnd6k)FOM+Q
zIyj9x!k4=RDMec)wI!E3#D$Yo&w1Po%PT1=DM=7u<9(mu2Y|1O@G6%oe*;v~YKoMV
z6;iyFr7t(#D5EP6r6Qq4AT|{lm6!nOSl5ECN=yoqYHe~RM^iJ?l<ID)1u0@mLUgHF
zlE;-XpmMb(PAG%762p}AnUkJ+c`pVNh|yUqB`!Um-Z-R{5CVPD2+0{ZSFJ?y3z#W~
zR&t#s!npM_9#kS;4I}oXRFH7l!b)bt^CPWU3f34Y^*7DQ+DusX-8yzqsBXpmsJBK6
z3laif3rc}eR-`GkAd(1IOmrTMmr|6&ib(FkSt~XTpaY#m+7dG7Q6t5gOhCt)DW$1E
zw3REqDMC<yNiHmb-GC=mW(Z776hOS<M_5XWZ^ZLwNn|XcD8W{z96At7iE9d1Kmu?G
zAoc)p0QrYlYM1tra;mu%1%zC-gb0cAk{S}0mMgU2pm0i(RK#=*#t6v=1aV-r$|W@q
zCUb~Xhu#TsDt8KPDbwyDwuT!@5}hGA3g`}VzZJ{l73ACgE<7h(;|!)`wkYa&<sk`+
zbHh#nN^!C)2W(^obpt$e{j4DNe!29S6zZa^LH*y@*HWk`83#ilNrEP4mrdC59D0_W
zV)blS(k@8M3$!nSn1U`-1RY~+SKs`qs*+;(Iq>@x%?VWR5sbR6B!T_Umv@SmP%?JZ
z_{qS)IVXH^Rlj6kHhc$i&%<qcSBQ>LoA;O%i{iUea^$FT`qaCk(XE&i>U;`)Ivkq4
zK{YVLPsFIyWHA~Vb0S*2zcqNw@c#gnX>>=M;qSt=9y_i$9p@$8J!&MBFW79M8{Hdj
z4MXn{k9gy*MGJkNbjTHIFD&VmsL|>)YS%KOQ>rxCjitzwDUz;uP^QF^+P&A9ki*Wh
z>ubnUYf?$Z!M(l?jtRowW~QQ*O)V<#DO8lYqy=#`EfVTf4q+q$1eB)W11aq5xmO$G
zbk!7;^)0(9OLYNiY`U6$41_Phq>x96B>1dUV91X{G;bGQV~KfaPb<+AC29^e%R0nl
zoaIW;+<E0q0s&G`-Vl`Rl>ibrTsPw5?2LpMRX>)M8KvS&Wvd>%mJ_5Tk2l)uEu@7c
z>In^yum)Cx*UA?;YSh{%J2}HeqqNmJm2LAX`lZvLL<nX)D3t4(sS+G$$Uz8ch^#c*
z4KxNDX$eTcP62(DdOK0_<0?wr3UD`}(iDKCmo)E`{ncq8k?yN*gFJFf_Ct-jRg<**
zK_HVE)_|!5MwH}oCTF204m$<*yR&FZMb6DKvQXOm0Of@QlLXWx@3#6z-o)tMH9pMN
znn&#ZP1Rj-q$%cPG0UnVun7dAP1Np!9Zpg=bKXz8l@N57+K2Xocq^m9Vf%BCv)tB8
zZ4+nMRN|!uywoYhGd^35C1FY%B}zsWkVju2R_%6kPqb9~=tE$vH?2cfKm&5UC!zO9
z)P2x5;!D}LB!?K(^obw<atn(}K}J%Ou^^2rQg8v)*C$W{+g*v{i9fXMMM=<jnr-M7
zgW_p37r6wKz>olnZg$tRg(JJ{yI_S$hg8TW(g8#3AQ%MYu+{{UeJIyH)(d`~<L1ZY
zjVc&ngtZ;Yjl|j;Q*PjC5NR|<&=#E_5GE%{APl6HaKpjz(ac{E^^5AkyQmh8B9l#|
z$hv6_P-(RmDk7mpxM+bMY`OI*W#k$J+RKgvG{|0t+zCoSM->4}t+JmbK6(n);!3rs
zC}qM`-?>|4oaEs|t0M^y{{SayMi)IOD?-6d+icgV3DU3kvnw_QZiyW^1vy{s)Hbar
z1h|A@TDLT-yEf+mdxr5P@mi|Ir-@USit{jxiBeYK?%Q;sS=&OApi`DL1~H*S+Dcx~
zQ*llj*9N7aN#T!%3Rn1-3xy#lA#OAl*+Yv$<tmvw40;IrKX0_2Vbtg@y@XZi&8|CZ
zCsUFmxR(~alt!S$EF5kMh{?emT=hD+OshLmVw*XsPtoVDnNwjNV{XBohTD6{kjtoT
z#`UoCG8kA%YC{h;^9ymcrDw~RgI;Po1D^b-r&60-$<>Rhl}A)&96)i%6&VPRHc16o
z0y}Ok*A}-hrjYUylH%LXsYHg`FE|p~7U~h_xR8*i639?!I<hjaC@Dd*Nhk_XNdZJ3
zQ)r8%9U)s83IuZmT_om$43QVipD13&CP__<T{%pU0<(Bk5h*irY(c5t8<fA<9OQvi
zLNvE>S~R&zSqBbIrcJ0*odAF}DG^(Poyka08NmaK4)Eb$O~uI`T-1Z5YHr_Zl<wr8
zHirB3Wu)Yvdk_IR-wFr65WnpQhRcw-U2-s_lNPI9ph|RXN@`HzR3ad+;As-dbG}?S
z1fCu50QV9q+?bn6TcEpb-SudwMl~rBDiNvmR*v|>RVGy32cgid_B?UaWYYG=xtaZ)
zWjfY@Xe&}F>Iv)O4_~jGb`_vi_C|sIS4jFBUqq!()1)8zOC~=pXF3!yx%qm2zsnw+
z31vX3BiB9m8+6C(CmaPy0QDz+$pf!rx{fv{104@u1vUU6{{V<*W3bz7_WES?>Bnu3
zF9t{%3DdvC`fs1l^7Z4mB{(Gjo}I7<uH8QjepmpPNZAQU&H=zA4~}!&<<}=Y`05tn
z8i`gjje<ZY<}<%R)bu-WV3GIf`j3tWg{<rV>%IZV`k&%(F}^t5x|Am*l1KvsxjoJg
zZs6^|UH~CP?B=C+Aw>G@0La*Wx5phl+yV#FJ-cnW-~DnpBl7uR`}_Ol&jLcozzOU~
z&N1*ipN9LB^u~AdKqDiz;A00r)MNFx0YdUMZU)^jeLa4C#~USN<N@&M)E|xyLDw1J
z!gb{UiPB?JJA8WI0>hZyCu{%-IPcQ{0rl&~<wTt1V2-<!ka6(%bst{b1^0;3ai8$+
zdJN-z#^d5U_QxL*@{_R6eF(|^pIn`WbHRi>!P-U6hBf$2`j{|r-M~l(KU9O$sQB-k
z@yw}s+a!7sjrZ(7k58_1s@=+PNe90{&>ZzYnd|Y+{L-_~o}G!vKAkrFIvxxXM!rTO
zHofn>dTD_PC#e|6PTTFi2;YC!+;$5ICu8pc>z)34W4CXHcnTdluyz^Saro|g^yogE
zbSnhlf)sY#;Aeb#pTO_82j9c_;bdGLukgJ6Czp{DDJu7NJM|!A8T<}T=cylF8f*T>
zT}hYf)Knx?0!rk=7)oY<GNmv!36wxN8zt_9g^){{6b3Wyj)UNGbHC3Ytm9&^Qb9Qb
zude%bKbHtVA`kN(M+!eZ{`5GlJK>nMR-TO{h*cH>+G<<KQZy+UNQ+QF1;W}$(1)}s
z=)DSDWg(<MK5xAylEP`TP^i)uaNF!H3m}ChQ`0F6X-O(WjJn)#>u$ECwCiOqHl-mz
zo0sQzCs%k=rB^LvwI1k>(wtmEpv-#O8%h1ks@V+GFf_-ItRdfZsVho!Jk=Wbh`J`Q
zE$eos%A-^%cZw4HX^eSwC<X)yyV7ATOG0Ee${$E{#c-CJc&XNsg*@t<uidCP*%yad
zCI!qmiBR$qR0Q5N#elF-<f;i};0cleEh+@wCqQGEF{ngxda5RKj;rtMF=<Is$DvIs
zD?PTxWE}P#x`1X=lffN!?gvf1akdY@W51^r!{NfU?fm8DDAp7y(IiJW+=V3+7X5a@
zR8QA#nKPwz0fU3nw?mEleNWH0+;McLD^%a+WGH&N;gD`FBH;AW_|7CL*W+hGe4(c8
z_qjM@yhy22;#$$rbq3|sWGEfRLs45n>;?+dcRPHx;w$?a+d_y))s>Q<2_ES<$kGN*
z<cw$e-Y17nTv*)9w=Y=ty|YTV;<rAT9wD6>DwPRJjVW%q0&``#kQ`WBVNOJSm8(K^
zD1@g8E@u6n^ogy?o65_Tbf;CVZO|@&?7Dd;C&`alh=VpOV_=lagHl<@)cD--=l!DW
zy?gb~*Hbv%K&VSD7ALxOAMorYC`y*D?PDrtb0C?@5^>#jf3#Fg(KAO<ml^I>@;lh?
z8ei?)Q6waHiG?VL%B0##hA9rLr(#m-Z!NWIOlb}UkU&uKmI`u4z$>OYgO9z$XP;Jc
z%|2R^p`~Dq5<;+g1CE`#=X0<eSXYRSM)O;gR?T_)&d#b+>8!;pH(iK?)h*Xl`^~a~
zD%Ae~IwW%GSPd~Xab_IhOeI?i%984}tc;B6B=z{?xFagS^~OGYI;iSt-%~F%>nlh^
zq134>gO~y&T_*6MAwXD|G1&^1Uu6!m<8L8KFr+LkGBOjPIbuYn$`V24iv{p0Va4WU
z!+sis$uP|(-KUlwh#Oi`{OW^)4z%hO=C)gkuW>7BWTzouaW(7QgSx1yar$V9a792-
zLReR_%t}GdOj%0}tbhiTvir*?Y!i&IKV`%vxYswTNg9*pT9o9d05qs3w<&Fo#AVbI
z**P2TIJPM*vl%K}p{ZmA1`<b@tbva(q@OJ(eTXX~qCg;vm9#Cd@bWU0Qn8uObjy<L
z$eijaT0j9RIZ`Ym6lrT5Lh6c0QcY6Qmg6^tv@+6wKe{uaMsolPjH*e+A9L<KS_1+U
z+I-kjn|huW)abGh>RXP@L<FbKPJE;Xke2kHC?Eu*2>@{msxnWQ;uaIAq;5e8+oEs|
zPIm`<4Cfio9+s+-TYcn^5|uU-8$wW!md3=O1!pNBWki#x{o<@13EY0%d-pdDk7L}-
zDErB(TGUr15rdpaFq8?vB&pV&Cp-FxXjtK)YE4aLOEReoO)4r7ER@Q?s%c|MlqGl4
zcd=DfT%@Ga($l&^04X&qVOoMR%{z!70szdUjHBV_%ftGy;s=pfD98I^<%W^INdDVV
zJxRyqoCBS>^-flEw@;V#;x<w2e-5)NG<u|dR9Lh-nw?aq)F`uKS`=u~Vpbu{YE3#!
z8T9yVt(i<sZHJ>ezaXX5p-DP`JV^AMjQ&49JwLNl^mO#k8d}s=w(E&fl$3X63JHJ~
z*>P%0h=KxwU~Fbjopy!#hw2&pO(LmQhSZRiFT4u{Qz=(=fI!g3YwwS_C#mD^PBD{@
zPTXjvfwxoneR$>O<G4Rh>BmW^)SjS4ff@s8>u8&41E0r7UQ<Xa0IYy;0LjVv6NCEc
z!a{6HtxacIREBfzr*xnvW4IfVcF7|-?g8ObsH-PA^c#-D=s#Z`ITu|WFhCz4!(ub}
zo)|e1H;z|4{ucG;g9&){>RJU(B&dLTY>~fhy?5#}w*wJR30^`{l!KgObA!Hf_+zGj
z0&2Mr1mi+gj2se2e})g`@jPmm`sJ-72Xw0-9e_LI;q=^&ybv`WaAT*Ci~WOR9a>6K
z5|M$oZMyUzcHi(k3q}Usy-7W~{5SMG0S=^%@RBey)REV&NXO<rJbhF8PBXV-oMUeN
z{zHb`bDzJ<1_h`Ra0m$*=y&*h`i}YQ>9++9C$4gOlhZ$#&!&5hIfsIVqH&C4fAsYS
zzWp=Tj%svZl`A<LZZbM{@6c!P9e7*sKV$UyV8?7^?gj=hd!O>_w;HUc)MvK;0IyyP
zl_&$b01V`G+va|~5A`HfONty6sVZ|@+IC^G6zS|ToaG?&)S?H^IVa2G();VL*ujMg
z<RKkZ*Vh9WJN)z5{{XKART}(wtt(EIIub%aJ@&?aL$9Z=P8*q59O;E#OMXf-gzi+W
z`;&|VpFy9WUI3z<Qk+V%wQ9jVQlE}VC*k?}?wB#grBPhB*7S!9icvaJ4pN-%0!G0*
zXXDc+BZ9R!rF2dQL6SkosKNOI)8oHYoO?kE!IJBl*pxNykNnA7lk4uMZoDaCQEAY?
zQ*jWd2feM(9bP}~O7&yrojc^?zXl97vFY_0M+`-IX;AygZF&c%zkrf=^*;_2kSys6
z(B#c186N3YrEGWGWDeVst&Zb|4F!D%xDIdtBd4Y@fv_0u^5ePzAmry`kaigB+z;k6
z*MkZo+H1e0bdG*n-vv<U@u|rg3uz~H5rrv0k@t#-2pH@RI+5`-ZQzZtR5Sh@orvgk
zg$=R3NY9}=arCJO02HK*W43eGzvtW@=ZzO7urd--a5otMkEg@)$IF8bu#4D7Jq%uF
zo`YjJ?dRoV2*-2pZ}HDeZ`68mznPqpI&aV)mPy|q4gUb4S(E~Z&wTX8H|TP9`G2P$
zeW0ryK|6kq!{O_{LBWLv2-K5ta$s_Z9JyNB#sk-8ExL5Hw5<-9?trkY7V?4t9WX&V
z5zz4;0089VoRUtgl6ULB`Qv^a+rD^-P7I{xMCBG+8<LihyUv{U0Hqx|uORKiK%z-0
z@1J|8L)RbW(}M~K(_fJS-dmeR>>wR+hfa6K-H)fw_1A-{U0pQAsl>9=ipRQD*CXSc
zj+^5I`tX}x#X(>AZZX&&j{E27pPwHaX-+FhI62Q#jrwP%-wpAPiQvM6Z6nK0dX2BB
zn7^J2uB(QnRds2VB|<U=Qpyxi$Q{l*;BD^`NCSNEh=)X|Rn|>9BaWxuK5<Ht*&A*$
zGDdrWgMu@jAIf!?Nt5M0IkP3g65v9cN0yCA1d<i3DL@m25s}vb@56--p9UHd+fkB+
z$3(Y;=iS(-gq>Rry60iA7~!#b``CRn5zh-FpWV56j3#+`X~v{dSeCf$IaPQm$KP=Q
zUS6YwA&)brlz<A7oSgRDaNsRZB;iZQ?vOBc82jB$-oI0W#?8uMhWxhMC;)Ac2pe`k
zhTCuP>&!?(vyeu9UmuP~arEKXBzjsWeGR5$^0uP=dp6=u<0SfE=Op#$ew}`Oxca^K
z1p1Ma*bTFcp5xQ_am+Z_=x}z)$olQu@%d-3A5^@J$RzEyFm~(l$87w@+!$<&9XE;S
zAV9QeV38W>IQy+V!RkFW>({TR>pOFCV4+CVf|4|?w*XQUlhhQQi1qdSG8x63oB};^
zPB1asB#+VP4;;$1X8`9IIR`s-&Nmx;j(!;6!d@=`TSyo1n~t8EZEPkgR-{RVPC+Ic
z<dqiNIbmuU&Kp+kgWMpLf%j962qRjxM<u2!?S{|*E0K_-gaiHou`4;iNh2TPI0r5|
zH79&-JNG2_89!al`(wUEw(EcpbpUqG2H!GqpO^ID!%3a?9=dY)i5)h9ttOWame^`L
zMI}HN95^d=L%XgL3GcE-fs>^mZNcdzq?}-FfIDy3`47?HwJs?;l?4He5&*~7r^o$x
z>X{1eLbHH!NeAQx*#m#3+!$~2`~7e&Az$L^PBzYQ>%RMU^&gOwC<Kp}!+iQ|J{xR1
z<8A<%cmoJeTy??e*mwAJAo_OtnF&^Q!5P6HT#?l0J$4@xz;AEA<+om2V8HRz=Wuri
z<DQrsXCRVC%<<hBD%;TPGJivS_3A!c7opNUanzD_>~aUDHrt@i+zLaPB!k#({Cj){
z$2s&o8~(n7ukr(&NrCB61ZOw{xA=3OnA~mazrgf6YhF7OtJM6rKD%Hak4)o$;eM*?
z*nM_8^xxn<9B-WW+>QP?=ze`ZA06?-gg~8RZ8Y;9N0{@R7!sA|7$afO_v_yq9lM^q
zbxWJ$IUgT}I%nbddT?G=0N*>4^CRMV5<2cP=tmtAwPPbErrkylUb!beo8#kw!o=z5
zbiapqxt-t>%;|#$0ncAv-(TU=jgqX4^xq%PfF5ZFd}q1pN5gNHetmK?$3W=yA04~)
z#!qiwO|UpgA_)XqIuT)^*4=q&g9EaEU4I@n2R{Mu*ktr4*L-*R1HS;$=n6eC)2`Vc
z9_Oz3?0tCY=8o9>bNo1T{Qw$UNU>KrlP2R^92gPx2RH{lgC3iVcg{L=<L0%0Bikbw
zAmbf>j{!ZP4CDdn{(JGoayHK2ubA(?+vo7%37rIq8+kx6I_YCNjzAb5T)-fajrR1|
z?egEh!+@?n03dupAn*F_cl6(YE0fdoeqBF5&wwt;PrZVB<YaA*zg+kK04@?_Tw7aB
z&4llJ-%W2e!H=?}01gg1{*S}`JCGWy^6HOn(JB==4kaQx4lNp%5(>f;Q>dPRV_JwC
zBzE70ytnh6@CN5``2PS;ralzi_MG^NcEqqH+4LF8k6XG{?IJ4JaG~a-sUP&5=G2vH
z9?u^vG~m(_`=fj)Wg<)toB4jfU0~qFCHTANWZro5zU8k8i<3d5OOr&mlBJ(5QDL~Y
z<jp|INcQPTan!9Kd8{Tnh#dxT7uz7XRgex(LyQa&`Tcm#CISR<!Ha+7cRMfYS0#Bt
zN`#v<#HRAPz=0G>pw`}!V#BoQF_`v;nY$yh>*c1A=D6H=?XAsfLk%E=2S@$Ab0_}*
z1z7n2kNjtA+j{N&viNZoIYGB6xm-Zs{he7kKm2Xedi*<ouMTMHN!ujnJ-hmK#y}nW
zjBIz(^Ql4raZ!~ZTpbcRay@awC?RexQjmMaNy;KKYG-qKykUQF^KY4VB{_7nQn%?0
z$jT(UMWR%r$$gcLCOV&!a!p%pIsP!ml<LR0r#!N>DKm6(z1wDoNvTP=3hULBC2mty
zP6>w@y*_iUmdx<@dA~K5vZsnv=Cg$aoT)i+LQQh#hKG<07zg%*%z{FY!3t@m5HW{d
z(3J!4d46FS#zwrxxJAQrO?9OM5(<Sr9+GsasN{zp1d=~~`Ek%j27-@3c+aV6s<+YK
zAUaTzR8~}BHVHrz01{-x6TFg6HEAkep`>w4xLOV<2EtO5lAu9S=P!x}fhOT9Iz$4>
zH*Zv0bi68Yl%kN{g;Sj<2}*RQ0X0x|1z0)Ul@pxs6;_<G9Y3^~Ky^w|v{Rf$6jD-j
z>8XrmD$|3UfrFj$x%mA13~i5HvHm~-vE$(ZL#YGPZ(jR+Gtd+9>%s~OAb;}B?XtRF
z#&-T#Y2y4&=kadIf%}~=bdexlKc*U{d1jW9<4LM&Lf$eCxCv1Xl@*c?wt_*=y{xMs
z4CIXPn3>3GT<J=d^>T1=PHO?UkwOx4pLGgxWbSjRN>ca1UNOV?FrJ^+&=1!A&NkyS
z-=_U=Hpk1SUx(rj6ma@E1vJgt48powT><`Q2luxVAOl$OJp3Zk0R7%}Ki3hk_-&vN
zkgDxesV_SAqQpH!xKFrtz-<7Op(zPC#-gkaH2(mbT?8phO~Y40mH;I&;G6{K7z#>;
zcifOp02#*INnQ5F4tDFe<LUAJ49?(pKOMVw{Ca>k{2%xVT|W-i)2zgevuJr*VDE^3
zzIdP~{xQ=AE)o9#(ZpvS8K?m2Hyvq2r%n{i0gju3mXe@PQbN5t007bd01TG<>Oz-s
z*2awCDP{mk)r^$|Hlv-of;yjGB<I&T_zuH8zFQm&=N)?H-n(aP?djV+eFtzd4_pI>
z(#(Dxt6pJT$07m#w-}i`Q;84{<6VLzPF`R~x;|5XF^Ime3-<Dk_bqow9_wMMdQgH$
zI+B#M0av;RD=OdK>%ST=!tDXgzqL04Qb|&fhN++|oD-`t%9Wf0_p&jNMowiJIXfKp
zJC1`LMtYDy!Q5^KP5utp7#sR*Hu&QwCty#nt{3~hl<LEGzKSB*ZSQo`d-@;V)!>k8
zTn1#H4deng>TigHRPbrb+R`*tCC`{}0Cm_@-)K%Vx+JBP$ZYO+Ly7CddnfGg<!j4X
zYU;irHlUI0@t>lpq=cNEE164{{{X$PP%kJP?Sgl(9kbW4J+qDbXXW|y#`t#rpXrnH
z;wA8&9^@A(8Ce<<--~bF3L1IFyscrrJH}ZAwZv*r49H1NUxXBoF?i`Xug3n*9$7Zy
zj;8a!N}WhbvhBP=f=DPEQ31*~2{|WosFHFGE-$kml&@PfNz(70VxnDIRM%45FWV?W
zB1F={7IoY1E6jD(F9%jMwmsbBndkzPMiaSE0AnYAOpgBm3~$?W!-IYT#F{M?Dg_iu
z4LUoCBN&w>24t0KJr$}#Qbq>p-yBx{=;4WRvYIAA5~~GhksGM<6Z+!9J4?rlPKEJ0
zg(eb^4njM{s2KpGQk1W443Ub9XY9h{<Y#@TUVO!M&@h7Zn_)q`k*K6MZy;(t%C!-l
zv8d!i{>?5^ElEGyeqxO(O2ABuWDQ9K4F3S$`6pwz&tOIf;>vXHQ`~gVLOx@uAIsB@
zWuOmT`vH$r^7Pvo-)~MXCXSULB`l#JZGM*C_TJt@T=j8YB;vEKsnwGbPC`sTizIpv
z=ZfK1*|Exp5*t<L%oU7)bvtaUJ%+7T`3D~n^Wi%u?6~A~=_`%>wB`dc(3CjqQ6^f=
zx`x-ODO%(I0B77v8+4^XD=h$`k`S$k;&=07oED!Z=qapRF1aS5G&<D|fe@ip8oY!A
z>j?`|QyLV1F$$SE^#+(ql7t83yu@c}o=-CGTE*=zn5|UhK)UJ=1txqaU1gYX(zEQ;
zrW#(R-K9lqOD)5F4l?iyT!cF7&n<sa`vv~V-KqBFN5%N9Jxg7c;B<7W94m}*J|9z3
z#~tFq!rEx4nrX&dRU0Zph_B);myt^8LoKmX_k7b_7i&GHH`!&=vf|vYs&&No^z6LL
zYNcZ;R9$&WN`P@`QdG+%B~GSPR@zDww6`&Q7<h5z?b_9<<=xGS*o@LuUXuo`W;X3L
z=Teoi5;IR)VTsa^*$bA_l3}#Sb*9rLZ=vKi>DfPLZ-x$G!uGpcn>@*!wuWU>oSSJy
zs>0l-``tE0s)=o*SW;0SHmI*)syoi3-YtDr9dfHxsaIO5s$IcXko2e1RAfC*lTnoW
zk3R5^83;r|`|hc0ZI%}qIS6ht8ya})G8IFYj8Ur5Zb|U2X;s8G4Yp>*jQMR%I_$$v
zaw~D=HmL2PPil&^me@W~LQ<@!?tVZ20K=!T6}^JtZE&Z!uV#B;+5QaA{vhpIsz(>>
z?;he$IGoN@@XD&HXKB{;Q>vt(V}!Xx?L87{)lo;qYSdkO%BcOhaklu&z4c2q^c+H|
zLW70(Mw+^fl&3P1hudLkS{i5v9(t%ehaJuk?JGknWD>s0E=j97zqzNMjLS!Cd_S_k
zPtoI-{vwx>i8vScG{!c_nQ3H<{{ZkU_4)9$vAkH_RG4aN>wwkQ9Stcl=QQZ2RS@U}
zO|>cJ+Ik$u)UPeQW-Lifr(3T-HPQinEWZ_;wz#~=cQn?l3cF~M`eRq5g;S)&j)gj2
zi&;x7#4f3%lkAdH7D}B;nT(l41*_nHXn)xg+gG!6aT?w!*vB}}0paUF9ii;SLmXy;
zrH4uG>e{4bY2$3u_*LI3w}jG~cm?o;sR~!Ea8GI+4~`aEr{gQ8taK=<hPk6k`$|L=
zHm6jBNVf!xp_+$6=fX(@2!B}nH2gc;9>Oc!-M*-%sVG9Grm<bIp!;;ZClR5EHrpll
z{p5R%l`ASpBi=|O+WRuO3nj%g*E9Km<B3vGrrE4nPAMx{(u6H2w-lhYsDz~?d&(gx
z1n}MSZ=7;D<6BK)0}ig+qe!VzZ8|t)qGZP8xg5!;&MHt^B~SJ^&n2Qz)jBgsY-P`C
zef9!9rB$0&X)95H%vlTlr0Y&CgBfj*uVRR%!%s+%f&v#LkkV9CN>-$RuYByU{{Rn;
zC)y6j_Fs*0F45F*Uea;Of5cXBR(KO!VwQkZ)D=*n%J%rJ0vmZeJx#sD8c}r8yWbrD
z0EcNVInUO6YjTH(aT+ugIYmUGgj6oG@a{ZYK<|oJRWqt6F9L>2Kn{X{CB>8`ZN&R8
zIYAN7^gd(rS~JNw4#%n5tT>#HyQvn+R0-JQJC58smZyPhZqR+XlrC@cZWOkFOH(7%
zZP-&=3G61*E$A|rxjFM5SoH@a7_ms^A2RH>S5~B5cK~`~5ehp`%yy*2w;GD>i8Er>
z6H$h=!)iNBrdzB%Ei9!>F!OrI;&J$Q@eb!Q+>vQru-m0wuoz*;vycNc%bl{?i|U4z
zElFaf9c{eh&;qd{I!w5YhTD|HPcQb}{f2va?3aSnc9my?_RD}!G|Rj}{uN2Y8RHx|
zrL<hAtg7Lz)4bX^Z81q&>gl+ZLXk+MR@Bqdu%#&*J(Tv=-yVPPOxIWN%9m77(kfr4
zRV_;Mr46*(p-Cp8WkCsPY$PetS!u^y8F4*)KX{1ojp3Wv<MPwR$2gZtf|MdHyL8K=
zTz1Md^i$UCx_T)y7JtO#*pgPEu~8dwZ`7Z*d&aE?mK5sUMxDqDrm`PyE7dypEpJHj
zW&Z$rd4)S6i)WiQ<t;82+1LHfofWX^mHWLKQkp<QNM4h%2XowGs2g=T9Y4|WuBS&R
zXu&wal)|zBNI91{obGiKxjT-X1~JFSAB3i+?oi7?w3kwnkfr6z21Zh%k*2XY^mh1_
zZAqzH@0F=E>snM$+D>p&;*=pIkOhI86S$mNNB$>w#;5*({uh7so%3A(01kYg%Zxv6
z?~PCW0sJnHpDy{a{{ZplielV-cl<M-LEP>1-@bf$`sdXCvJUy{>NvODwf_JuJvHgn
z&Yv@k^;gyiJ^H}3h)$Nilkn#_x$pc=?~OtK0F*z4-~DHN*#7|d^TvPTcRXr$vHULM
z{{U6rHT!k{0L}C9A6_Yk^^SubNZ9)JACcRP9roxu<N5miPp4iE<*(pR-}L(PICtaf
z&;Gjo0)0=qC)eYPp8o*E?)cRI0MH-8?|=N)oY(FD0Lkb5dvWvs02908Q~v-!e+$3*
z&iS$b0P*LFV*vK}?cW4--?tj@cP)R*PtT`bpI&%k>+4bkKCvfQPs&sMJ#hH=?eQhe
z&$J@uv2Jd2xn*09^74UHpj*_wS=-gxEg&~ps5MZi)Fv}@-glJ8YH}AE9Cf`ObXeZY
z4mu1%;uh-QsyP==ZNRZ!s2pS5R9M;x2O&fSr9^|D@qRc2KV*6WI`#Mr`gO+rdwjV0
zj-M00-7}AX{0Gyo5UPriWT{LcM8uOfHkrQh)1D<q6yiZC39E4+7_me}wD6nBop+ox
zQF&I}HvG8tmr@i|rKrGUt-`Ll)$Ic#W3UMsB%G^$43W$CP%-;lD2=kZcqHRHsEMGR
z@v!TGw!<!I00EA;$UQsu+jHs<PCgvugWQ9#{vWLHpMj&-@a@k(6#DqS;}ZV>dvPKE
z0NIY458;4FpWy;*If5t44ZyMGkd0N4RDiIb`ad{I^yMTO_*hOdjE{GG05CWm7Sfp!
z?>(x7a^{eaewyZ-06_OeO(1>ZaxvH)l8_f55OxQ++vShI5;)rhAmgy#ah?10>79o|
zw%vGNz|sEz_`7lc09E|_UvhARit#W%^N$<c!Y6Bw4Xu4`&f^J0QR?j_Nlj8P)HIT5
zZf6+>0RGb$?mBcQ;e}&X?MZgawXsr&?6_4%AUuaDP8Pg}<E?EvLTag3njCA()K*41
z4P>4)InHs{JwAK-{Ik>McwAdQ-l!LCF+)1wF;Zaz8S|;{rAoj%>Mc5ON!V}O95Gxz
ziY-dmx@H2jBn#Zy{{Se{5;w*8l9Zro-MUwl_y>q5F#X+08Djdz_-B}-RAauU+nopB
zIa5ZM{{WO#kV1+@ToSOMkfkV`lhkd-j?k(PJln>h5x*^E#38zC$!uylaU>?IsZF_z
zIN4D_JK!sDttr#7Q2aU)H~8(g`0MG{kAP<zXKvW)4^G)Q`JMB^{{VN;!2bY+YSso7
zrMmRLp4g1>o+bz;vD?7?&zK3H&yc<mj@vTb*O{<Vm4Xz6Qr!t5L=%LXp&xsHKy!h>
z6K2T)Ar&T4gy&00r>O`8f(bwLiBZTt_r3366=xhcJw0=_Kk%F%iNQJgar7iBeaCL!
z4*2Wy8~!{m;3&qF?d|+qZ?3pc@17*06ZpqT@<7vRDc|n+LL$?ag|^~qOlxSBAz!oI
zB{?LhgZob)l1V2Z^Z<c@!L({+S}4PH7)Nos>C#k6QlPB_e%J{q$v8T7jGZa~Y^CT4
z2iI=na6W{4zn(GIkDHv4+pnnD_dcW3^4oy$`Xj9~M@@5HBVQLxDdSv8HWiMO7XTu_
z!Pz}G>25@;jaYC5nUvJ0N0tM0$&Gt}Y0?&o;#QHQ>GxEeB;aFi0!F0Np{c_fbVkFe
zDOwCU>uX8-p$#s$q$A5t5ZaP8ge4%UL}aNq=zDLE@;{%$d=bWPwm*-jeuLw_PTlt5
zzunY2eif~@RpLL*)8=rajPXMRR=g|?f+q3)Ua@UwYypg_+;$9PzeaH-L26sHc`9*B
zDG6GMO=&3o<`Si(BTAeBU~0)cJgUaEtjeUQxG=oZrEUPg$xUr4+x#au86h|Xjtzd9
z$J7qF_+uwNpF_rOf75T4I(<9vr-x9O{{V$*-4*`;(vO$OoFCsjP#OGl`~Lt09Y4wI
zuk%g0NvOE$o%XtN6rvPT-7->Br~o$q0H%t!#!tP49=XCma5-}#{h(d2E7p8CHM+ea
zneR7EMYCF~G2~2$?JfB-BS5aAVq0x9l7zh5?4>U)lscs$MW+bWk&}#__WnMj*BIYE
zha5|v1{?E2yOI9@lnqn!xNT#D^4sKbk(0tIhKZ#2iKS{#LXv!5@^ZoVqC^e743K1N
ziSZZROA4%b2M$$P20^rYqV|n_F**4;V{;#ve6+Uj3xVEP(5p3(S@z0JUz$9z<>f{n
zuve<IxZ+Kpe)ASJ*GTq=u$Yq1?M6}U>^#*{4r#MtsJQ<C>`LxNR^@w>s6ui|mEs$a
z000JZN#<?_FnZ(Hrg$)E7|y^9k<)N9wlk5~emU>P@*}0zmW3n`Qc`xvI=0(x+vnk*
zUMiC$n2997&~)_1;3X+aa}|`N1t{vG00l-ZD!H|!+m;YjOLmDsSZ=$`{{RhCM@iG=
z)%;g@Wv8!Ja8aUPHrP6W#zr%fjBo{Nup<O}XFohBMh>SfdHygwEjC;P;Fk4sd<7(*
z_(>Vtiqi4L%Yb7}sYhepXnR9y2pGagy|^3X<9}WFsr!yFt6K4;f>kDz`C;#O-}0OR
zJAg5=(%A%b)^d2*q2Z0zChsW<$(R6;K~w?~2_swIZN{Kx)bS-#s3*Ef8PJ){2H+X6
z0tSTX)0e2_%jMH;mmTp1;W?)8R95GVKMM#*NX|)D`(V?7jm~k7r>_Y|xtZbe3+jzf
z@ps^QpCu#(F*C<Mga#f*!A&ono?y>R6a)3+%YzM~rA!G}4rpObsFAT4DFCDqfr3ZG
z_8e2^ihD^`{p4mc&~2F-w+KiJ1!n}5l1bkL9e~C+2a5~fh)XWGA6k~$3i5=e3Q|UB
zIkpl<>3l@r7E+&WrLvSI#bgT1qvEz(KoDSwn-C*d$LV9r`Ui%p?~zizykvM#rBap}
zd6*Or6MTfMO`g)y76__Czvfe8G_;UV>nW%g5^|p?1gy{NBby!u`FRLJw7g3APo{!^
zB+VWoIWYA~W&lz4>XX;P=E@qq;M(2{G*9kZZ5T-W>O2?Tg7M_#w6|Oj&7w4_G`&g%
zVaNl>ZAusiC6u&!Z>wb-?J$FRN!9{=(vUg;NZb?Crh1W)^EgUw4BPFc&i!I+KuSy~
z5hGcR!6SQ)ZhMM2%Zf*GlLo}7_=h_P{&F_Qyk+>n@O2GDP4SE2Ix%mwj}ttNWet>o
z3G&r`peF$CN)kqLdhjwgjL!r$1)-LFYWPH4=EB5hVtAb7bcs!qf~5IO--<6XwIv>G
zX8~!_gegHTA*UPs={b{0TZT%sq$@(nRx^-NK>#OnkdUmNhaEVMw#)0IT$K0L0ns(3
ztnc?!=7l7ZGBJ=<fq~GI*NM*nXn*!f^!^0uV1e&iXVafJk;WFK6qXQ>05hDx)BL-1
zwTPU4pv`!)@Sfaa{YS-bg_wZ>K~fKho==F5r6*_EbyuFGHsVNGL%35))ZV88QuB%V
zUOc=6)7&h~@zdbKBgxrK$?;Rjc*_KT+&_P|yp6M|Bez}n@S5vw)@-7r<wMxiPBN~k
z#+3Yl$<90aaZ6qzD2k`tQ&ih}bh@&TP*bZ5*RrxZ3~o0BfzTc$YqN|v!kslvf{+PF
zZ6~4Le2(_>#7pCkA;h55AcalJ)FZ<&U~MC*>1%$kR1X^73hp#Gt9QnKgu3`?VGC6k
z#J44Ch;3L32yoNyX*yIv&Xp9LZ_@;;Kj&THMS<o>@m1liq?3@hdHKqeqZk=ERon*M
zNgpshe=Xm${^o6)rn^CLz|v;Li9Lj6K`T=WRA(?TjFh;Hl5>%b`&^yD84l3G`guVq
zKJHEmae_`Uf-*aA-+`XaH0o4;677|i$VTBLOsi59FxNQisP5vOvKA&wijm>~$O!;P
zShcKm_Xh8c4+fD}qF;;;3bD@nNbwiR)=oMDh2CjV`RVJi;YmgDh2ZL}@*>jwS$Jfs
z%XBEBEjORssGj=5K~jnti*`EVfJiDOAb^~bM&y2S9L0_lw7aJyBm!`E&Ie(Pog;mY
za5!^(IMszZ{{Xb41>?+~)MXMzF)1c72d>1g>7Bsie};Avmc1_(@fX`uO_ih}rq!5%
zHyNY|21uB+#xXdrZ0b02+6kg%#JHf6RO^W$N;y*iB<pXD<6M4;qr~@x<R~RxBe?>V
zowTc*oVp6mcia0(l6`P9*RI?IsrbC`fks;mS3FdBZl$f|4`*hl&mLGnFDt0>TbFb+
zTvqu30Y}prJb4MOu(<OYbo+zO8QkaI9eRunh$`qn>Co{Q{8`e<=(eSC2~J{7X)0MH
zC<W;N5stVACm>_jJSglHI=lF<e3qJV#E#{^5l8Nknm{7*Cu}qS02{sqAv7$-OQ>l?
zI==>U1nKaeo=4onzA?NY!$T^6#ZQLV=zOItDeigly`;WW29VO6x>6h}7{Ea}?bm_-
z0Q0u+r{#J70P~#i_2lU)^S|3qExfHD5>@7ZX>@4-5>BiD4*Ym4yq!dzURzZ{teD~>
znv;^0sjn|3Bom#JgVgm08x9{^ObWfU+LoYN5E7kAQb0;pFs)jS0U+)U4&BCcHv{&4
zNyVKFImD_NB_zrjZC8*7yrFB~mMeCLx3ydvpT1*<GgAu*P+QI*2>_3E1l*Gv+gKpu
z+ni4mJ{u}g(Iy9oK1R=o@-;UiCpK&uQQbm@LXhh>1C2O^Cw!$u5%Ay)FAzQ+)Z~_J
z&VKSrP=LJ?sS)|9V@P5niwSTb2=&)pq&QNftt^(zWhF&IB39vec~J25@3ivnn9<au
z8HX4cKJV@vTR8<g6NGL$0k(GG$>gJ+M=<%ZPjD2eYok;G6cdBz!SYE1e!fQM=yn(u
z>b;s$)3;E+?>dz!g(PJxHZuaOq}fD*Bxnw!n8r&U)9W6nZIi;OLR>~*p-|~Fl_~=%
zKpUC4jCy{H;wz96)){M_9G)_;3gM@k79-MHC#n|Qdi%prI~^)gayC&L@HyUm@->h5
z-00;qKl+!L)^mMxkH1+ShwwaktG1M4Uyr3hL^!1qLO@Slk`zWWzDVow;p@3r1q~}s
zproj%dS|#B=Na1rzo$$y*t&850NL*W{{Y;PulupKzTDKLq<?p?K>(lII5mlgLZ?%#
za@QB4pA&u?S5i$G9w9j#s>0h_$fYNnRtl<1X}o!krU<wUr8bR8*09k^ay1c=#|d63
zJTgJ5#h}gc8OV5b$-tO2X<Xms?0U4&o~9)^>xmNN0o=06!0*SEh8~X##Z|5xO0>$M
zR-=G&6jqpMcW;UE)J{UNjezPK9(_tNd|~oo=KaRr_J)DL2_a}3ZU=mNjN{iFUZLy-
zEm(M~h}0*#Vdp?g4V=ZKrBNk90g?&nYhM&=eWKJ-RZ~-r8p4C&qNOS40Z({HG2w#%
z1Ge|I{fE2HUPvWh-g(c;R$Bi618#E~&QF<~f~N}WAQY2;meMhhN|d~Wpt7gpYr}02
zG;2N~IUPt#*$kSWHmn!{-9LCVWn2vhH22Y*cjAq%L<L5ttOY4fBN~aoNdZLkO1I82
zjmi3P1Uy!@7R90+LYJ2(Bm}I2R9YC{P6Bh1Mlw&wjOF$^nJJ&fykSs(WZ&@wnDJ|U
zKP+i6+jrh|Et(cm6*msAVL!rthaR$8@de07>Ef)%JNZEUEVf=1Cb^kqIZrJCsJbR5
zwqq8++^jpN8|NG+DE=)xD%>*UK%jV<@b_Gu5n5%!qw}Md^*M1>oN19B70Ua}t00Ux
zgq)0Z<InvWzhdyjmlTo|n_<MLY6EW}!JX5vz#T9E+-;C5tH3+TmCi0?sHH(FoD{FR
zybm>G4bn&WciX8L?Zw7B2~P2Jem<agYAGMFZt$Gf@oOXl2HWY1?soR24Xwe$*f~;_
z0pB<Q%%C?&F?rh_%{h(CF9_GfMrk+KH@O_C54Q4Ya^&+q#DQ9mr%82mxr?o$P)ll3
z6!S<fMp-Bl8CpmN8`aU_F2t7QLYd-^!_@Vs{;J*0&dyg-rovGwNe%l=%@zZz2_q65
z@|;dcZKSAcT~2d}dbx>XFi=WSOs~7XJ<O__*d-&O0BkyB9;b@l@iOw0B1*MvWFaZW
zHwswJe(vCY1oh#I>@_+vO?%!rxoNn+Ow-HD643VIrmc?j@b*x1DLF%{I(dPvJxJ1P
zytKI*5@;OT<gIo&!9<!jI{8sjX8_=oy$11lBpeWT+-yPIa0cMHIbCeF9k{v4$hr$k
z&+lt|@Z}{OC$I%`?<mbE6Q8<MjD6J}wISfbDp;^-%HJ!Fh35$)1gT`J0CdjT9X$?s
zV!qI7k#3g)DjdmnN<mIhof%TI>$y1Vj9>xRi3ecm%JTj__z4O>v2Jbww~FACA3Q{!
z-qfk&wf)~u3Rpz<?oH?SazMO(@x|&<ZcbR-jkx{4&Q3+w8bWm~%0E3hKUHlbvX<l<
z+4Q6l+>kwba55|QjbXL^#pZ`6=C;&@#hWe%IeAkwMO$C*<LZrhIpoX%Nk$wATN;b1
zK~hkaQLlqo%7J26CJ?ZZ1=E})=_zGeNI1zE&UZWQwsFL^@ZlLNuxb-Cq|`23hGAGp
z8p`TVHkFOHAuRwg+h9fy5st&t60!LDj{;JE!A7bv2gPmm+;zjMdv{Y$lnx%kij^02
zU;)<Jz%kC&7_<6JD;*B9%>HHamX{Y&8(fF^tIM}rjMhL?s%|yR^Q#C(SA-<3L~aQr
z@h0uh5q=LWc=0UAo+Ugx#HfV;<Oy8o<(oB`^Be#z=b@_PM3-N2Ug{8*kCuRjn*j+(
z;+yV?h>uT{@|@M>GT~CR^coeN@Dd5e_&LYJBZ^m|g<c*lp!q~N+f|e;WRg-6+u6?N
zNB}2tH|w$NC$RLYNhgRtAb}mre=i@OrWTvGRaFF!?)E?e<UF!Lw#6bv`OUYsJ+RgM
zL3m}SJrSy}KlvX>kx_6p1*zQFu%Np+<qb(hHso9lDpQ1e!L~xwp}ymdSIs_1tsZ=S
za&oRiN8Z*sk!PupI+7LpbIZm(?Y7g$mmYmB6&`tVhTa%hg6ztY+6oIuF{6eMwE>b6
z3xJJ)_>5rA*%A>?v_Q~;p%o=XBo3%0U2=E9-)x+m?STIP{0U9?cAqux%d1*KdzRxW
zN<{m{<dgR}tp5PCDwb+ZIN_`)cVT(E=O#%aEI9%FAmZF7c$e_KOQ^L-sd$(0^-ik1
ztt`^#bFY?>Di183DML`7x!aQBiP$A9t0!;0w+0oj5uO_@c+5_^d_-~{+=U@&OA_n6
z<K@jFG=jWoLoz4atTO7CpL8KdBcMBH#+<!3?~AH5Py?*OsUQ?DE^O0*!bv27f(R<k
z;AG(Ra{keplP}ddVPr6W>oqv9ywhsRLrfOHNlq|vq!ZgDfwv7$VX4&fEeh(1b$Lnd
zTd>TO$njj>ep_PlyKPdGC4Ycs3Nx8`Vg{x>CVU`~FioQ#!6}|0d^J><W!N4dIU`YJ
z;0rE6=FNpIr-1_nw<FiwLx~{mp+p?#(}VT%`;avDH9gMmPsNVdB)I<oGc2ZCNXaTv
zoN~65j^vVf^8LwJ0h%2x4WT+>#b~Ed$Cd(8ok2UDwBs9fK8Fj=b5>JIvT9E$X-1|N
zGmv#B%TUxYoxxUea5LDRmTNtq(o-)Yc#T5ffp%LO$0c$<dSfP++C61UsX^g%$wG~k
zDjX!HKn60{-fm(s=stIh&j_%6p{01G@Z4uI+loy+eD~#CX)d~y6(N9$H)Ba@ZYTr=
zI#7g@m8c{W!L1*}$A*<aGFtH$$a$sRQs&Kx&E8+V9mkvixZrgc3Xql?N>bArmO>-6
z+6nh_$AI+{a9?hzYA%IMR(;czYH>$w5=j}xaj_WqabmR>m1y#MsOl7ixaA<S%Y|AT
z4m^(`u#@pxz!={rJ7f+jQ}!K)$pW?UAN{2lB~T#d-(RHTcC)q>6sbbL1j){%i@LF5
zB%3B}2V<u#ePzGnFTwm)eWF*2?+tOIoPhiM_2qLc<YW=%xpgHQ5JC60!Qi#89DWKP
zQ9~Xuyez!2)h&2~<tvIEw@NPJM*D6!@GsA5l4zFfN?IKU%4L?qH_o*u3OOShwH0si
z8}P{T!kA<}g_MQ)%Sj;g86YTZGlBsGWapsnc(KJh1xv%-Q$vVUI8v08nWn+aK#^i%
zFV1XnUxaqrtBEjPbBD6ejHMwixS*ti?@3Gm>Od90-)lzp$LQk6i~j%#a<F3fqwwh@
zC}ky%cXG|_k5T2^>d4$~J$N9lc<Jy*Y)Oj_<?)Z<R^FL3s6&ff@eRr<OqpdE)*`V!
z?~d$(oQ+;m7pEgQ$m7MulTHz#A=T~d(eg3(RJ8=-QQxLAasb;KbmE#kOx!N>8^v=}
z*3Y!Su_<h_riKe?s8roDo;WEZQ*1LFbt(e`eOzWe*&23f*?88vRP&*<ptgYkg%YWo
zfDnA7V@<BqKJ7x-6m6dEr8we)i!eb-Qjj9$MO`#F{Wx0j&ET2v3m!2%EIbb2wc-<$
zjsg!tG+pO8_;4rwdmaq&pZVPQVaKogedSI)dj9}xG1GoOIr~POrqGOpp$&xeN#ET$
zNGEbItP_Fo7&|VW)KjEqW4KmOF@gq^?UF{@cKC5b_Hl`|Q>1^P1M~U*m%KRR#82VS
z1;2S-w~JmzKSF=`?07RhJY0BTIP3oaf%BC=`&MwIkK#kaCBX%Wu{rz5ip@Go3z23;
z=C?2E5Z^{he8}=xue!^L)RiY&P7$aPoP)>bk4>Y@t4^iTAtWwcQglcSB$MyCCFa>m
zak)B5#@IOn1cBE2Eh}m@scPHy+*GA8sMMHL^bBbP$6>TBdO*fpSW|^rIV#S?ad37?
zkHh!st9c}>At~<B3IGzgIkiuQHt`GMgZ-&>s)VqLR+e%FtwqInb0{Su!&Bln<r?B!
zeWljx{P(-<lyXAo<n7CCP^@WCT$G;>JdL0<yMnb>lB$vu8tLXm9(H5W*ryde?7}j_
zv@q({ml7-YmHrnwoo+#W6<NHRi6!YPaO1?EhZ!E{meLcIMdq{V{{RAxHXy6FLiVAg
zfw&m-_1`<=x4?Dp@f#9289EccqE2u<2*y5n^&9tv95FOGlGDXns$6PGF_tAOOaT)e
zehBq&;yG07DoFq&2Au#zg&7KMW@MekfVVWvo=Eco4nr}ms`{ltsx%d3-_|EE(+$<Z
zb(RxV{=i(9I;kGk>*+)lRTB*}i&E7PyofVZ9Sk`u&A@T}gRiK6#FiS<x%5-1C$Ib<
ze0ZMRi*HhHO^74*IXTZls;)9l`1f}{opYWfG8q8(B>YYX>*K~1dVA;L!zHw(BPhxU
z_wET%lbG%Xmd39RP^M!eNwU_b2w#YTav;G-Y(yXu2#`*uBNZ6mCONo2@_@L0C&*{6
zKlM1+k?Fw3`8&;|?s<K2pFktBcR9cx-aj6n4C9M(ODEHAo8)5ye~J7!+%=Aa(4PMQ
zEDxyo=cabzpW)I>iMfF!z?l6H#~K2q!hO_UKZsty-e=N3IjLlFkDCeW%iEhiqB9>n
zZznj;K0SV14M!?@s1uXR+n-TAJ(eyp*FW{Kzixy1@oVK6*!9jbKNFqE_z%zFumElK
z>%Y(P`Eb(EOihjLu+vkoTW`!_PW^n79z-3wk<V^kc<}Yk{{XQc$3HOn;mtm0+f-W~
z9WwOhZO3|1TB_HsSoJ8>+Tf?jX^D)*v*yQQTxyhg&j#3+DUgY2(Ed=MWd8u#W%g5e
zvhlsjKMc`r3sQ+n=O-zt5@@&GLg}AWgKgEKRcMrCRLvf%Ot<SbNrkJ1jEPYZK9f#L
zqRx`FmYqmx&s^9U2OHq;zw5r-eE<>$alc<o_dn0^<1JhomCiZ;0Emci@gmm~X>Jvg
z)2QOAO6vQ@h=r@XNO6)(w6Q3@G*QNC#{z4!U^1Q=PVWqIodE<pPOcV??wB(0P*PB)
ziDmI0wrrFu!y_M@gn#)p{{U%A4kf`4lUsEk+Uwt^!~XyQudd_s;d@H|0F$rwjzeuB
z`gbXmLci>;tI<HDb_DYEykPd}fCex({SQ#y#P5K9U3zu|f_C^1!;YR-H^KR5Kf``5
z6o5e~7W0c~q5SqEXvJRjQDYxt;isMP;3|#w1AU=1@Xwt|<)VXR5*xYh%%5G?VkDA!
zVC+USo*j4}VgCS+D9s_as64+`ll~im<0BgYFsm&&?~tNF2ON8!C<7a0ob8U7{{UZ4
z$FCcCB$2Qk_Wl^}{60J;RFB>Ht3$TB5$gwB9qPWHDE%?wdW-fk_}Gl8aVnP8p1Ng9
zoi3d@F{@R@x&x>VM3mcZ+NeU^hdrpX5`{Q`qa7$KNKrgk$ARAjUMM*k$_{bzH=Y(#
zcLk4sfiBxcp)OTj>P1GS0qSMIBr{ooKty(5Wtv>rZbo)OlQui5QV?7V<I+%If=&S*
zhi}Vs)b{ueItIG!^yz`<I%ns`Hxl3+KZ-j|QBs#u{TuC6Q@X>YrMB}j60krraw$!j
z22iB|2IFgoc8`eg%4(`Qa>}Wz7<QVWr<(5);}0ncTY7>9cG9r~5V0~ugXFrI_Goy_
zqpfBgyGc=w@%9-4saIw4mYyn%`hcUk<UF(l7ZTE(4JZU5)dcHQ=}#%Vc*3xGC16sm
zT4ZRJrR7VwxuI1|ih~tO{Thc|_Ue7JN_DtSHzEq5ElZp2LYkN4$B7If5fJL!zMmwg
zeLo$$1F#=X#CIDWKBbU<!bW?Jzg+w?+vUZ|{vA!kX{sq-3rkfjJx<|e#k9WV@s-pi
zK<KoRm^pw1n3y=H!}zUN4XI+OfXdvad8&re`$=`a`GOSNg$Bh*PznS=o`4KQD0d~}
z5}OHxa-*0o%wi)gI=3mbkjPtYr3zX{?ZTyljEzAZw)BTSCwV!}K6BjMpSi8O0_Tq_
zmscE$wBcHf79W`n*;I*0W}YESs3f=-O;A!@5!3G>TGVny!l|M%4*LU-sq{JebnH0S
z$|QrQw@eNH07KXK@W=RNEky$OW64_Sou^GIylU?|qy!{*#)}~UmB8^%9ZkjR=_}jf
zEO%(BY2`kW8yN!DRUo56h+2kOh$EIMbL|=ME6cC6Tad81OMKXT=(28mN~rzS%ZvVp
zL$@bLwyw8nuG5?~T3m~nrmNQVMmvdOt4s6X$y;r*{3+1oFx#Swd^mlHzBIWIt0tQ^
zn`&3-_J#id`+apNQtR;~ROqeTaO$kM-8M}DNQY5eMjT6!mpS$ulBA(E2U`8_9^FHE
zI0*!f+kTH4milBJj@|L{*yr>3ZN&UWlAnuk#&}h0NpXs2GqCDq6-@;p<gKpx1b2+6
zzO{rrhYM~>nNvZ>LzVbtbw>x{Z}D0c_ixmrEA1?Iw5}~BjIVb~lH18c2yB*?ggD#>
zkm8Wq(fROmbN)}~+C_PDdz#m^xlZL%7WMJWTi)uVMXKEQgB2zzHx<cKt5ceu%wAv3
zVTsMen93!x%*kvt`dmX&A8aMn7FoaYd%n_Jeqv-yfy#GTOUZbmJ=b_RvY<gbJIm&i
zzfr#1W3G7p3=1jhr03(DZ`=?ukCET69}8P-oCCK~0nP_b-#q?jiBijHm`EB#OxsJ7
z_oeX>sC1<$QOuMiB_Q4cLO=(dllpCs3ei5qPah1e4!>`5_c#esTez-ep=t>r6ROKf
zl5vcXK{($XcyVYyW5162NLX^+u~wt21NQaGv4xO8!L#}&0|%+k&py~oI{}PiwxR&*
z*km5WALYjt#>w^HI6eA$VD#H?Mo(<;xkO%d5veh2T0HD*H?hNe)BGcDdI+`2wYSpT
zvExX6lYTl|&{1t!I-4O#0=IFb1q|<>?19`Bejwun?)`Gx?AGyNY~4JgyDm$1k0Mo<
zU#8VA2(+mcg@+*1?xj_PSTD$<Ml)qQO?CDZx7&o$R<uV2ZKY2SRjObUfwquN4nXho
z9doyTuKZNa6ZZ}_I2k>0kTJG)J^ug$#VY<AOT?+oEm9Vw6(wOvac!-&CPbix6sVM`
zNjZYV8vsBe{{Rl+^_(uF@ic|Bxsgq)J7H;B6i}j-0&U_#NGT~YB4S1>2gBEfUQzOb
zHMvxu$j)oCd|B7M*IcArG$hmJORiC#x}B-nOx+XeRfv)$zel36Oo;V98*yoDN=)Ul
zB>Pj3u6#`AM5#yK<!?3;*dV2`L7{|?O+;MzQi<C*(mQMpSH-OT-LZg1br2830FBP$
z;7=TiNX~la>PGoLuaBn_wM^3>M5$#7OOGrhyy$EMwq9@~DZ<)(2+mGK45@%45V>6A
zqy;4jY$<9(NGlAqTvm5Grt=WkTD(dL_my=?z9JWi7wX*K<+!$O?pgC1HNz6SO03h~
ztkG#vY3-^gnHEx1{7U6P^th;12`Ox*GJ@BoB%vg%C43?|fAS@p+70i^%i3%^iOL+R
zYHj*_DXU^#JXG45=cb`irH0V^GNObnwYpTM2wD&TQJiW(KDozpk%NP{Cx7+N0o2Y2
zCw==24xr@VoDRN#V?0xHgVDRhS>lQgilz`-K?=%(l9v#3CLu>FsuQh*X?u-vil*ou
z;fd}|GwTj4DFm-DQ)(Gkm}P}Dk_2v}``G565U~^YxmV5)T>k)PZT+#=8M{3?eRl81
zfBD7Jw*LUYS<Uc$4YzOh*#7|KS&Vw`*VBN-td5w<#;hEW4sb~r>yF(4>&F$e5^;>+
z5HXN?>~o;t4ZdS@#*jcTWW~8}=wp_qdSg7TL<oRwBu}l0Bjtk;;x?Euj#qPoBmV$R
z+5qXD@%^kL(<B_{I2q%zd`VKmaCu$M9Gu__a)G{mPxiA1KcCNnRJV|FoRCO9_N?Ia
zIMa_qf_{6RG%af&k&p%lT>9zH!|U)I83YTfZd2=TjvJY0_l$WCn)q$yzetQ94-%Bj
z<Z`#11mu6^H*cQ9fBb5*jBJ0e3H!^&C5_Aa6L&4;VRLSWLwaLW=4VK?=?^8@k0sT&
z9j0PjvL!7_Lk}qFWT7c-YEb|j?uHbi06`fe-QVvXfRVRfLBFPP#a#WV{Mb#QX~ef8
zK9H+M+J3I%Az4eeO~5~9(OM(_00zcEc1|`SiK<pWB=J2pFX9|aNzIu>DF8trk^mZL
zO{b{a89Zx?4iCfXE8JRAmRnnjE&vh|gyvCHWhW{@QGzU(nZ$&h_TG33rq7p4nRfF5
znbi4GAxmI#?y&G`R995X?D>qX##f=lsT!JbX;B$MmNz{I+i~DMOfE`po?;m2!CRl~
z;<u!C-`~mGCm<h|`QyiZq02gr#VguX9rx7hzR>f9DpH(%)u}|Nk(DWHQ8^@?StES$
zA}TzFt4~D=%b>ybn)P~QYHUO$CrgtjI1s1ZQTI^9P)go)SW8jcQ;H!dQ5_SVo~3Te
zdZZgn7NBV{`!l7<)&ahl@qQicYqWe#YAkTx7#S*t<*K5!W>8CMBvnCCxFjYC&;gH6
zPkp(b0ixTE-SRH(VzX^CTt&93tDLjALk`!J%WsNgR1_H#Bq5iYap4h{kid1nJx!IQ
zDNSbmvmOe$gIkYpS(T1u*Q-*ayDhjeIc-=&f-@;DJ0aI3y&ag$q<f{u-Dw47Erlt?
zr7H3R&P!UCab8poRM`wBU5&|N<(oitlqE>KxrHg!xq4nM2>xfE=TB3yDei>2>oEtE
zjYSOsYaSYWJX1M2YPnID5tZIo3k)i&G@~xWgn$<wn$pxYp#YyYLJ|hILupcfbevMD
z;WX6jmpjLbmEmLsHw#^gi8(#i&_;a@Wg#F$k=0Ok^NVpFJxjo;spuBAX@?Nwbpa2S
z_;m`iF-np9V>NtIwYSs5+gzm4QPkEsBe`wQKyLk{JcMZ^E|JX?fsB<|ZIh0<B{h?r
z_VoF1*Yhv!i|}K~x*JyyGb>m1r$~NMAjXwYv824I65L9h3`UCrbjgwy5QVtuWrd}t
z(pKt_fKL@Qf83NCBHXQAmqkJ~CV@eLCZkoT%2-1&;zw^<mHz+|)~p8EX&}1m%R?<C
zOIlKVm-xl;BXD?+<}BLLRETzc9a1UQRlZiO6#8eI?@yG{RpqL!R47E5&hO;}vkeL@
zM?#G%ZXTD-*5FEg<p7(RvTm3LB;Fu%Fb`qGIQr<DLIPWH_iW2VMS%fJSRNpRlNPyA
z0BE8;);<3KDD&*FV37AXuLNnw{%YIAjQnu{Kpc*qqi=%hkM{Weoc9D6^-4Yc%n5L1
zH0$xC{{XWap@crmDO#L$l*x?B)_|7WP*PGt(uFC#KoUPa-a&Y7k<2I6dfjl}MVCu`
zYmEe@X?p6L7cMRwa5S&>Y;_|O<Tsx=d4$5X84gFD^*dslM}(;lvmPV}Dk_AAW49m3
zj$<<&sEsg$q$MdST3T!kEg|C05`=@sy*B}2;&ZuBl<17P0Z}>|wyPb5iM{Q19y?MS
zK`pRWM5sZ^1&PWtPQ>1F+I5lbBAxc-cm%A^g-fR0oW`9{sY{IlpAC*#+)932*>0hT
z(V1_`8r^;85Zh@PB}xOi<AT23ue0PSO&i+(01HZ#g(ULg-~}o{DNrLvRHzU~O}gWc
z6jf;`x28Qyrl2=?Ti0`P;9V3tlHFoFSTO@^$EU5GA#zhwB4DUC0+Oa1Ln;7drfr2%
z?cQWFNahp@okHBI&?<HMLg5w|l(*WZsw*_7zr3*Ht}|UzQr~zjw+%TmRiVO!q}*R-
z=o?c=Th*aYg$i_z<oByXCZM(yTS!9G%3R8qLvprUOv;-IjXZv}dEpe_vdX6j?+#QK
zlERmiEayU0wv<%SbHL_ufRM7Eay1{e{{X;sGJ{RI>Nh_!Vq3L}siISBFLJ`;O*&mw
zE;7=gqDVn)EAwPB*;|DT2NqN2YC?i)W9<?9Qa;aX=IG_E#YpCF_9DF0Yp`6CZfgga
zk>uBz6u8vd0?^I1ZCp%9RXRk;Ey$NSFytkNS!Jgsp`^6MG}|`iYneQSs@M;SHJEjK
z<{i0jQQBxN*s~^5>QyNZQ<B<4iITa}V!Eew6=k%bxZ7zMq#qSmwL(=wnPt|as8pyB
zrBSO><ilmfO`jTcXIrY#-fmDTW>jdbqEJ|Awxzi-lqK&hEgUTe5aHFe{jH&4Zla^I
z-J~1|3tNr%RitoU55;N@L?<|1H}}I#sU)Q<UR9+TT6CwZb(-d=`#o0ZL1T~bhq!~O
zN<4JI99M{N=CUbdq^04*mhdoC&^dDzt+0Jja?`~phrbWkh4p&#Q=9ZEH8+^eK)Edz
zQEc-p)Z|-t4KjyVqfUC8GRB7_B7He=r!(y7lAj`6MHP=V1BXIy+Vl2*K{%Vw#KrgC
zZ7O?~{MtZqao${a!z)#ZrQpl$xYMPQw4uh<l@O$>9z37tUEkt1yK39~*hG7-T?*Bk
zLy2GV+N92EgKF9=#h^n}YCACDpV^e_W{pp2<snZ?@&ol3CdhTwxY}J16yGlvsPbbX
zlLMGHMJk_8eiVsw7>@y}B!w=MQd~(5!H8U|ysDgGG6|gPaNKlFRCYr;wP<W9A%_c;
z?X;AzwINxShTLVp8hf-UwM)k`vN+LkB^~5uaXIv=cmgU0T8CZE>JUL~3tMYZEjbDf
zAeK~6g$7*>s1+bAr7QghJS=^<{{Uv?yG^azzwNHCTdmb<j#QaujmvxVph1O9Np)_y
zR=4RYN|{R%U0x8T($ELY)U6^_K>K%o&WgP<qgki(D)Ey|q%_0T8A#>D(1gcoMzpfx
z+HxWuT3#tBZ^~`Jr6EZk@<`+Jdhqv1DZMLIDA4A|i3^oiWlgopZ7r?kD$|(}`6yab
zp~%LjsR)eXH}a5%l&>`l#K7fk9&3E5=DkVQf?+*IwU~_VMpokzYo5@Okex|NRsaN&
z2@1{t$>jS*#i}@B)EaGv6yFMFu$MyB3LHgTFawcjghMH}z1}Fwhyf$%KVsg=J3Z|O
zg|S)2IG-A$RZnc5?DHdryFk)AlffzY(0VH9D%7Xc<FBF;QrK-M0ldJg9>{!2eY2hd
zyiM{inmnWA{{S@WH5=BYOQt*`)~rju-iDaaYn1wghSyM^Ohk6xl*|`nM=mK5gYLGe
zk|ISeNp6Gb{vdgKaa`5AMwk0(`o*%uS8kTXC_qpZIYn^ezFw)b?XOFWg-wp_Bu|2<
z{_C@vc}Zx}?;sdk{Me~c%8!>@g(95tGCa2$mde^FQ0u7qp*aAMl{hxrGFz9ZxGf%T
za}G6f95yQo<h79Pc3cHKVxq4}t-EVLN|fpdT-Rx<W7?FJgnLX^OB&c9@o;u$hVe%D
zKNqQ8LTb3Z3e@9haVcrXXxpxMp`fP9ki!hqr7okrE;#LC6on-LNyn4+i-=YBN00WG
zvos+OQE)CS7^Zf#1=R-XUE%DgzN&RowCj#{&XD35OHHPjB(_xGRxi`S-`dsSSHj#|
zuF0z3SJlB^uH1~dP?kA<%`vDerb0{yqtiooMO)jG8d;Ku9-1ictqN(#(cUH0Gc1SO
zdEqXy-A;WH&gZ?yOQt%)CDrNn?=9m(*D=S@6s0w;Yf>r;_JJL0MyM%JP71<QN_g<k
zKG=HeyE%hWWeai3ek_XfWhcDr;*U&qM2(0MX2?-01t5cwkOvkE%Nri>{{Uukt@}F2
zyYH)>@T$=w(<ruu25oYCrkw({B&@Rqrxuoy9xl4D3R`7|UT~q7mb6jg-I}CN0;}Vw
zZmrt3TcT>7gg8G26ZncsBDA)Yeku~tam5o-sZ(WU095OHJ+7qVy}RHYl;fO6mxORG
zBT>ZH#dzO()iqr>V~5spK{YjtcZZ<5>KS3Qs*q;yQqy3q#7C<BUj3~;9l6Cvm0PeZ
zE_PMp!KgV+nHkC#FC$EiDJgYI4k6xVrJ{^BjVfwV)O_}e5~QL>klS7#Y?p*9Hn}q1
zyBOxBzg2@NF($>AZ`v~4hcRdh5#4H;ea?}qS@K9j3kY#qmZY>&>8j5H9vtufT-X!Z
zzNpXJ)#{bYP?au*`>~&w0U_rQ%W~a_<MI6Uu%_NqNPWV|a5UjVsd2PR_dF+ZqD#i%
zlgX=Ar_7nxC1&B7f4xl=DuEKJQ%xn9;$u$6fig8cQ57O&cG-8@lBFTlkYqb;?`Jem
zBZECi23m?*H@LW}s&y_j<Mgy{Jc=OGSxIfx)Sw~dlL=@AxTLE#Z~ismd^?MFu8O@}
zMz)HIyNFTtW&RSb9+Om>TI!am>Uf*a)4Yc%-=t}!7bux%mt9K2P|<;5+_>@E%lpdY
zu~!3^Jm05LYSnslnU^h2k71g14hs`P-<4B~P3Ao6%k4*MI^U3rEjF($5mMse!Kltl
zRM+e!9x1sPb{D((!O8x}-sgVfKiRXf&&2#Vrkhij=GUjwTP%i5HeB-)rwKuQPJ*1I
zl>Y$RVB;eo;GFQgZH-$YAfybFkO0SBx{`jsmm8?;-wog;RNOc|8g%#0E$6${sL4WP
zl%+6~AVx$a5>!+PRyhI2tN7v*QC?c_8YPsamcvK_5aNjiOIBj1Am&*BB_IHE6KlWo
zpyYao{x;GF{{R{nx!VVS{ATg>IQi}Y=6p=@OpJ@lLbluf^zUFg`kQaR;5~Zgtyynj
zf;Sl?kTm0|I6Dou{P-|wIZg&JIuWoVe3SFr8+zx7dxQwO<i><(GV37eajx;al_>%@
zo?9O{J$A*Swc=lrxCGu$4uB8ro$7jZ$rj-UZkfklhaDB-Tau^UP2l+$ANfh%yW`NC
za1YVquhP~D>4Vtqxjn~nNXR(;9CZlBP7-$hex!WQ2jP%llAwAJbkkJd*A2y)f6hyj
zhyMU7$vyCYvX`Gt@zUMT9M6c(PGf7i;4{8$Th9aHNA`QKPAgq4lZ+j}*ndzy8;!pX
zI)=y{^Pc-)6M>B5-s|}fUKjAlIu)A$Vn6ye(`X+o5pV^``#%lwWUBEM$=rLlWQ8Av
zt9XIypL*X1^55mh!{R5C>cKZ$k+{xnd&l#|zDM9m+qYgTi7lx>5RrmT2n6Jhi939b
zdf<+uj)9eccI}h62k_~(GlSEG6lj1-mIbdVo5X(Uj+3O}<q#y8=WR6j>uBY+EL~n9
zxjr-h0DaO3JK);akihGm?cwXc(2l$p$nh7-#B1^{IW7zwV%xh>oM#_;h@PY6jw|(1
z%77s`>D1#Mr(jR;{ISO+F`V>0Mt&o1nZ`P9ctJ|pFceN(kVxJ&@Wr|x%wjn<l##Kx
zH<%rK@ippRA*@*laS`kCm<rp>O$O%HM{u0d6QeuyI<b+F!hSzEd1&H`kKGa*TF#}d
z%XaH|dXG|6iYoW`m3znK#6DXf1Mw$(6Y)O{hvmN<3jrgc+>ORNoyqOD!#xgu2x(C|
zt|APPw11cG+F`^&jYq>1svkM|Cln;fyk)rN#06USl2e@R?l(Zm2Yrf&KTZ@0@hQnj
z$qD|}NC{5ZMW=Wqd<VU6f<f44itlzhPRD;ja1Zc4o$@x|l4L@qU=OClIPcqTozGvN
z4K%Hd*I_2<+CR&zP8v*nK;P_i+e}$Ao+<evjY&6Tgs2U(YhHNmkGpOkP51a6hX5Di
zzmfR>-i{}Hd$yJENyaugw+2VRW2W3z4CurkOdh>*az}ohvG5qqI7~es3MvBtZR?Ef
z>)4EEuKVqd5Yr+g74-zBcDw<l?llrHpo7*7AJa>3&lc$SiLOgGO?s^5<slFlVaMK(
zEj!SL*=Q2t%V@V$@d*hegf^ma(C~_f<8#AIwYb!7WVrg;&{Uu7Pcc$LR#Xy6U8ayh
z&_+hX8{nPb1r{)<TQwL90EZ(>jzJoRm)KAMf=&S>o%(+WLvKbgt5pcg2}-=RpcAmn
zStS@5*c?1|_;u^VPPCLDDJ4dAk~x8}^Z8*#)CV{lbo1WQb>CcHiSdQu<;}(V_MG(=
zW&MxN*Ux@{4*PZEnDKex^+17syMvLR>}~!0KeGP-Pu6&)wotx`I{*i7)^YFy*S7|3
zMfY`*NFz8O6OGO@^w@m(Vo((qGJQUy3wev2x^&Z(`fKovT!8Uq;r(Q+Uyo@AIsV4q
zxX8!;n)%<?9}IE7{Ox={Bn2w_cqARq_BQ;+M^TUL$K-y#yi>{$Q|{?K20G&a?bLP8
zemXwJwuk_4f;)_p-#cXI^F8`Fw2>YoC(1rOb~sruJVr>c-);52-wEew7e9)QMO0@p
z>leGuFwAhuKkrWVMn8D9sOVj|k_xp9oE?&!o}49D;y;pVKJDh}bDhnpd9Np_$Nc~>
zK<<8nipO#y+xL_K8*V;5Go8O*E<Uo#7L_ONtP*!UK?4{c1CE`ukAn&TAY77cH2KHe
zk30f*wphG%5u_Q9hy#@3%G~i6$#8%1xOrX3{>fe`JvIRT!03H<>G0p|e-j*zX<2gj
zcpiuT^zT8B!rVFU+;{kKS&p-SdL4)g#xdA|@a@-vH;|;Pf}CfjH_zd>Zr|vIDFS5Z
z2o~lip|PJ#C@LBOVRNpr06?BYaCyXH<thF!ygV|~ZM%Oum7xhn_GS2^lq4h^rq&~%
z-?_oxehklye-0#j{Kj!7auS;-m^d3?bhP&*?bQ19;*%U`k*p`)B!h#Uw#G6CUZi|B
z<C$YpPNUO&V2pw{8T`5&V}F7WKZ|}_Tj3IZ7(k*3nYbK}u9q8g>p1j5O}}l5wK|(t
zr_Pxsomht+p-qsQ9eKZLhb^Q%9q`lC#@}r&G~yMd=G$6z1gHh%4lnZ-(vIqwdZi%_
zg=r`>TInE<@RBKoBT3FkIqB20Rm%FbCizjz`Eun&4#c#mkpyf7OD;u$87%;hF)GsI
zdKKn^l#TE<;DSS@Wku<aH;**9uXH4#I*t;JlvV%<87d^40(<7uj5LIxg1pMhAe6)?
zO#7h0HX8cG;xOWgBg1Q05-pa(`im1LZD=@u{{XhO@>@%*lPxT(1ulNYt&l+*913yk
zk&c-kF~`QaiD+R#RT)DW>qEFU`2kBOBO8olb?K4ANhiuNQkLFtO3;E*l&va0>Q~UH
z1A~C9DOgcE=U|>n6SkES;3Nc%N47Grdm#13I^+;e<AtcD?$(4ioms%K0FY(~v`8Av
zX>$T#X~eB6QlU9dGsqboZ@#+@Z_C`uu^I{U>he%>bb~^;j!5geX(S8|=KyWKcs7S~
zTk{x1xYDG#6=1lRzh%}El^`oYB@2L+0jq7&4o9Xl6ssY^mV<y`l>xZP>_+L<MtbE~
z>D=(?SdvpN-7q|owL_ZVaY^#h62qx4Bsy2EIs&zvr~sW9&kAW$mE<LPf<ab*W-%aG
z=nUVH5>6T&&3jywfJB_2n6M+3!g-6?+nsz`6z0(6x$+tcI#7RO*4LATZKV{|pYWf1
zNC#{loDw(9iwaDSV`{Y_asz&7Y|w5o?rJI2m6||7IV4~xpHYp&A9&Q_&5|R-8D=sF
zQqmewE)Tz?wn`KdKu(}HB!EZ*EW_0lL%9(1gr$(nah)ki_foW#1?d=0P^Bc22h*t|
zbg6Z2AtinW%7xNpLobI&)RE`paEfrYkgFL`8WCbe?|W+^M%NRGxH*$&scHhLDSlYO
zf@pUE!P{(_Rx{`UILP?$5^p$pb4ycg)GN|sIO;W_Dz|QBl7MuRhN!F33c6(Pxd8DT
z{hgmF4znd19rw~f(1MH%xTOUQfI9rMxZJb#sZLa??<^AYLBvO8K}P|k5ZY9pgljoi
zB$Mv|26$RpM835J6`=?Ot4W&x0U{?-d?v!!M_tI2kp!rKIT??=d18FA%<BSaWJRsZ
zbx(vAkehnuLX;c;qh(Rkf=6S5GnHd}sF8C}kf4JmX>g>kPwZ;ebdHKRfIu6LxX)ej
z#5|(}w=ys;DTIewWURTTLUvB->H*K*$;ZTOUg*s?6g?tD;u>v*yjHcPWhqDmgpv`G
zLUIOo1EJ37)iY~JQBuGPAVePsgCylKuJO(=<tadbGR#SmM&nCgQ}<%Om(1Hb1fOJ;
zQkc|}fEzR$g~c4454lQGcRPLV-kb5=T+Fl>2`*J8H>i7oR11v!_7sI3v)7>FE4bu}
z?Pb}^cp)xGK3bhnNJB0E0J|IXP);+X5vZNB!M#zZ<F?<IDNdjv0O)xRg!&YufI%k!
z3}6i8;~YlQEx7U<m4v9lHj!!8B1s0&br&ZOHf>9^q(~FxGxLo!o#PTO{i|7Md&^a7
zKv5uR7X8LfNXW?)d?%*aAQQhF-sd+j;V64Wee?jb+5Z5&>yc+){5VA&N7pB&2*J-0
zfhJON<LX!hWlk^4(f}t;PCAr<oScn-93rkKg4}6(l;HtH9XfX@0Fpv*G5-J%IRNx0
zVQ!+1os<Z1WojTLB}pSun7}}=6LYx&4k2xBEUHohP$ZjzNr(bZQ=mG0CX{}5^5SFR
zi1!4AxTLLEHs#Kc0s&H#r8!1QKnVoyq1zcJ91Z^fY`nW<k2d3Z8Oa%-T%_q5dZjdi
zMl}rQ971beRK}M%*o+{6%3D*4Wp6pDO8co&67F&aNm2ri{W3T|kvPPpyE;@Bf}iu6
z_tK;-Pc1|YWv1RJK^m2^bGZi{V-$_#4lPO|B!IMo8(l~u;9Jv}!@`LgL9}>D<u(Ve
zPLqjL{{TOEO41*7%c=0w0GFH=)!I^xB$W&b5!9j3gz7ol85@!>#MdO!K{uQFNElc4
zQuQZ)hxT_?-vR6NfpvD%`!b^7Y`9j^ihbo2g(X=ha7tC&E1@8th-job;*i-0%0g9)
zDC#*N9O_O8#zINS^!Qn(;q1KFQB$H-V3jrqN!-c_m>V0|fr!@WOh#QM^U`AbPAxsZ
z6nu?4F7}YyfRUiuH?dIw<2zetInUE<?srfx#1AT&j@!=Ml91ELLfccewcy&877mab
zT>&lvpmT*J9Bu&^;;$^)Ag@##amF(a0ZWcyXi8mLFr>8Op7wPp0<bjYDJcYM95@$5
zfVX2sSW-$>Hf_MP1f=8LR!BMk!3e+^?s36Y!|CbL2vfyU1Sw6Cc-<&X;!IAOY7P;%
zRJBAVFK`tjO{baGV-uF+@jb~KWl;rc^?IDS*)dvOr+Yr**eC?(i*3HN0;dp><^%#&
zgye&SJntMn7isloC{wwli1kTMA&ATyKbQ_S>&wm=647cZ8Xh<xG`G^`tb&lOjaBnb
zsNKPTJYX#{AyArP5(I~tYg>_09C<186oRt3PACJpA+1E?7;LW#QqQeZE!wjddvtr2
zh*YVPU`j%uNFl{}4g?7cbxULvuK_7SoC;Eb!cdx`nW;gS3QGK5B&A)^Fch54l&G5+
zl3@F$3B$_Gz{-_mkVq;>UA!s@A!BeY1dn(EF?dv;6#R;~R`Mv<%d-mr`KS9Qd`3bD
z)z#T{+;+}zaiwQg*v`j+F8GG!AS%Vu`m~Z2i*oGr-zWASFa|n&{dlYXRM0<X&>56t
zmANSS#a>ce4FW%Q7BEQn5}v27NEzy=oa%k8_a6xWmrfFbgdHj;I#ZLV=Y6mbZp5gj
zZI+OrR#c)v%s@y98vC}LBQdcSI)^f@@x>)XLO__-XPGB%mNq8XofYp9e6v&;f|YQ}
zmoT!i9kkoGGeEeZr6juj9i~Q{>-U@)0Pm7G^M~Tr$MFTv9&1)^!DLQ0#2r+-VJ}zh
zbQ4Z(WonwJ%B`W+WK<j>*HGhWcs7Po;!w1di#Q%iHAqlxSw?)lN&qNi0)5h=HpvAb
zZ`XbhwYh7O^KnvC04XQRBSyCr6gN&Wr#RH4><3P~K+9ojH?XmYnIr%K(8<1<Uf7+)
zrL>bWt7Q@(%wJ6+cLv%)#XCjtjp7}~%(QaiQlq4RTsIY<gyny94R!RBoQ}sG4i6c}
zpbAwn_;mQ=F?0knR)+&?Nl|M^Af1UM>NzSoDpB8lGmFNVphzlKzr+EF0{;NBBbkwJ
zfyHp8C;|b4(0}yD*y;u<W0XJm>A72-{{ZkESzCYcw@u;1TfgxTGIBS@{{XL+;CgVK
z<kd!sj!<%;4%-aKaU8X=kn_r`)S6T7CfTMXZ+U1~Lq){`vWCWlm1#%=V(;5AsP_$i
zpG#`hWeIuA$#hlfj+SGiD|Ou~aVg4MNlJPGvXD=`#KB}BN>vF!B=`(K5`FHGf0V{K
zQqXbIl)8eYIG_es4d+jD`53oV<piqC<>dOxl9uY1AWJa8_gq6xp~mAZcm3NYMAYMD
z6}ApC4-9!dNjb?Rob~CG`JagH2K+so!nmmGskKF288c$h8xhf_e5j4K`E3Dhp{53c
z8bTXrEn135aU&cy!lQ46f8#F60Bn_2>RpdgK^f1$`f(d1<ttJZE*$!&-7pdas1XT`
zj^`59WGYJ`#DuUiXup2N!g8TWl`2Jv_eRoims^So!a>Kbz>H_pYz_Xo&ifs*Jx1I0
z^!}ZHJ{1Y6+o~8{qRNhXrnOW?2K#KUj!DN~o)5*&w-gSGRkq0=`TMD;0y}_CcO7@z
zw-y5Oli*h0yo1Y;_4Mg_;V2q7-lI_F@i*@FjqmWfV4PzZ-#zj1>_Ob)IQ}@}P&yo)
zwjW-*5$Z_a(}fzQ(7-xvmb;znH6j4?0INS9y?dTH`+XN9{`VRKxD{H7IrSM)0QSx^
z@!`S4plwzIbbN+u;l0{PlHy2#Vcx(#8PO9UewyHbpYZA(_c+_9W3kVF^5Zdq)PM(U
ze9qu!;m~@V@4|%7p%IVl(^>WXty0POoUDxc;17m4`TIhMfAX7bB#r+7>1vKi@4m1-
zI;TI$bF2PRwwY1{PyJq9dSMGqm<4T%fIq|*umH<)Z5kQ!ix6OwoR6o#oq^l&>JLnD
z^bk*Dzt<!1>@YqZI6V{SiP&3><FGYqk;lMcWAXLv$JEcE=?VVLx2rkT`&M}ycHH#G
zsn5r+26cbSR9YaT%<7>QGZD<`d^jZt5*$Q8neTPd#Yll;J8gKFA@$!o_U(WM4_?Fl
zHskI-7zFRsZ-Lx;_vxJH=6;#<RFZ$QOp)knwH}$@aNs1L<Bf>N9e-+2(n<czGBsxj
z{jX9u^f@ah1Gvsk{{TJ{yiw7!GZ82=q<;ANA3QEb$b`7u6S`b8Bx@~`5>50R#+Xci
z2g6~UXBY$=XQyrZ@%IDM;q>(Rd^l1XtpjqaVXg810F!!%0AmDTE56w5Jr5X~oxiwM
ztlEh_>HV`(1tZgAgPw#D_2EL57i~f!@`K8Me^|Ze*9sDl2o5$N>>Q0n{{X|(b32LB
zW9_K{RXd7}5G1WG&Sg%6m44}^hhNACWQLHv_WZaNbk7wk<x+AK6qz$#C?t}6q^!2k
zNgx~s(2QUJ0O&W$zRsUVX?2RLHu54Wk4TdtFMiaT=u@%?h}$4LgdtA{Tu!8gIFJcQ
z&qSK4v=NdmR(j-<SgDXR*8r@LcO5=?_l_%tD>}R?fC7JV(+WSo(0wh3sR;}=p7{W+
z#VX;;grzN~{{T)z61cFL7dM2N3M#<_0rB|Y{#o0v1vTo-3v!KCuhia5YHc2wGN(25
zZW@gVg~)kHNZm`&+0cQziy<l8jIG_PQPx3Cw!#K}=&H}sH$Bzn9OG<cpNQXvOT>%R
z+5Cy-Y*=(OLX>TZ5Bp1XDX%FF#eOuYKe}*)DK1B0=G2l8xT1F>j*GIKEsi<bZqD#(
z#}`XS#klte;dNCYw>0$C{6d<M_r$1)Wv7(o!5$q5oM+a$X{f5|8z@_}^wkeGf)@*M
zmWtAY`!GNyDFlKI_2p4_Rq0;mb^TPlYns@kG~tIxfI$txq_E=E3KJ+&h%TuLGA76a
z_tG78Y0!l>hRu~0Gf60E0U;o1zylZ?4uhv}r+n~9Z$AyVaoAv>0EGSA0;Lg>qBh)<
z`D{CIqbc(<j)(aHzTel6>I2!&WB3nadnLj+7XhWFZjyqEnwgX^kPyo(w1hQI&Zi?t
zfJ&679&oMqmbY9|kHP(-;<cPtid0oqEzy~4AS{_tD;b<wI;m#nASEz>0#g|03Q4Cu
z?JY-4hp<x87D&NXQgA|&l$>W$)sU3x!b#FNXnB!Js9blAy;`l)6y+*|8cO0a!qoFC
zs5-PIzcC|IYC=$4T7t=SZh2`+0urpd<|tS`W~8AbC23NSq>vB16p|F5o^jZMGB^oL
znIdbh!b=|69V${%;<S~xokwRI&>MFEY@~z}jgWJbx7sca*JwCnJ)N$7)~PBh=<Dg}
zn_;?^U#;P_EY{PSx^mK-b+ptp!o)e<=4rB^GJvXlD!p7XvCb(>({8@iGxW~9rxw!M
zr>kjH?spFbhTB<bZX}F_L@bn>l9Xk;YEi3o32M;&8Ty)asoE)S0+#y?<qMY6ZTV|b
z8`J`dQs5^AWUP{q<}Ha>r#8f|KByjMDxtkwT-jAvGZ{f5DqoKG?`exdJ;fysh8!wU
zN(suikZ|InmiTdq>1{`Hg{4Sw2_p(iE~phCbp6Yzag&4lw5SDzOB3MFF2&Z`o(+Q{
z6W&^$4LOvBIL=fS%bSg9*3!30IRzqB`!V2LYk)t&>s)Swi#qGdMP)Nx$Xkv$Dng4v
zOy_jG9&ouzx?0}p$534?IPx4|?T-`T{7t?gPKDJ_wuA-Kyu9TILPJ(rO29yGyFf$9
zdY?KQRzS2iQCL*&YF)gwt}Umbm*J{N_hgc!794q_Dor**0rK9G%VD)2eN64L9Zs_}
zt%~eRo;)hYvKUb(AyV9m-hx_7iBqU)DNcm>ic*l36=y*zQA&=im2*Fp7Q6A}&WyOw
zl%^kjG?_8O@Z?B9)R7TOBiNj9r9nDLN){4Y4S|jt9#LFR)9Q6QT4_=e-nU^owH&Dl
zQhdfV;{j+vK_xpJD1m{2^Zx*4xPNT@lXm2GL$%$a{`u^;8>uSn<4y`^o1m;hmiT2=
z2m+xj)izMdS$!0W8Bi30lET&Lyke_?cHgs#<J=R5{s)XuG@tK90P9PAf)d$SZAZFV
z*ibGP8ZZ9&3sEklN_g`dn<d|ANI+s6ixFDi$z|6N!wJH*B|1>Ur&;%wwJWYk4Wo?Q
zwEFtz(JE^Zmg1Cz%5%v@F{EMFJg1UOl$~uMN%GW`A$d{~f{;qyk65Sv(5^Lx((?$1
zPIT)@dE^-0-rK590+5E+B(Q;nBq=VdB}&*+)HO+nURSu(fW0Z-QkokpSnP!i<R849
z@ucUEp!k;${{Y046zXQBbq~{3S32tGURw@@Qq&qHH&Eau3T4E$8g-SlrgO@gY?PtH
z<}|e<gw(p1T1#y{#WE0zmeT8GFSLq)w$Z3s3bUa}SYBH!fTbr6_ba?%+*ZWORWkf~
zRl#niQxNA=Wrt-{>5z)sWy$g8$7#v6Mxr!TEyiWBGHjHgQP_1W@_@P(U3S&q$opQm
zYu4$N%0$Pan9}L8nv~I6moe8GbIVb3Jce_oL}$|5?5{1l+7vK6=$a#QoK!f`n~=8x
zkl9elBOOtk1R*#FBy`Cn^x-JG%bL88xL{N*dd*q{G|7zgxH08E?J9e0sQ&<VsKP_O
zRHg$?I*{9m8Ul-qt+#ZzKQjLSw8!=@;JvG1eYos}Jr`s+ogzau&G2pl+dZ1%wPn?<
z4{;Vaf8o)?t6VOS{{RxAr>ING2~|Z4&K~~&A3}RS_Ll7{s^GP*F1S>-qR6eTDz0Ie
zMr5$3yTv}($(0n(INn^uA>@Eji~hme0PX42jGfP2w*xza>)VaAtEaC|TphX%j>D(R
z8}MO3xUKrl7MEI&K#c5ql{y^8S01%0OAew`cHc_clEU0+=Ezo1<11TBPU%qu5^5?m
zjrCit6aF04CmeMoY)5>MPJTlq@%ZZNZZPYNy4sTCPA#VrN={cBQ9{y4R1%c}3=%DE
zr|49KpAc~*Kp?`zi*iQi)N6RUc`YRM?YD8i#PrU7d~8}9<0oN|Njqm_`2PTxUDRK+
zXv6;iDb}|H=k}cZd^#&Q$?9{^{Wdi^E;23FzBsARIqm-d82aPq)Nvf2;8*_LIs4P{
z!I310b+H{B0LX}r>Hq_62|pCEPLaAv9o2#PWOwxR<4&goro%V~efoU;e-py3H7W^7
z*KRbk*c!b>BObUJ-_t){G+kQW8-Hb(QNjNJ$-PShJ@Kd<^!OgWpr&K|3izY{0HuW}
zY{%^zAVtbu2WubM+I8I6;W9=CrZ6&cdYtDt0B^Q%ew=1@$pq(YgWoyF<&2E&!jRQy
zsz}YW){%e`nza2y9^~(<*YFq|YHD;sjDKa>QNZ`VYt$2uj*t#cHv8B);FJ6+_^1B>
zrGqL`Eb1&dIzWO5xoisvzM!9iWP(8Jl1ajGpTzI{`}gBO09U-CFs*?KIr!(MN8{;^
z6lS4D&%JFhGq?h&Q8*r_-}LnOoNhSyDik62t)`9!0R5{`8;<7+Ad}pY>5Ku69v5iH
zt$)dB<tjRFI_zvPnHwYDL7PwQBT>majcx>p=Yl+eup|s@b|<fVXKwh|^&Q6_alQ@?
z`RIOIo}F@W>#+3T^i*hChyClaKlrgy{B}?TeuhTeY-)5ok^PuJ_=>$pb!RvuBy{PI
zo=$KZC-_zBP(S=L`IE51gowL{AXr(*v|HScSHF?ifQ|E<4e&FAjmhonzss@VV`4ae
zv{B;VlvLwQrmQH8A8L%WqgLSV;6TQ5b^{q02Hi%3y47s8u)rU+>N}jA<dq%IPk=ux
z8&WH@7*#kjo3;}j)@Md}4<@frbIK@mD5xQMO2FMkBw<+7j1!iql9B=ya7L-rkM(?i
zJV?+&TuO_LgoUL_5V(xVB!7lX8_2L5-o+04Wv88Kz@)g-jyAAC$Wv-k6b^R>DaJPd
zjyaE>QagMOPve|qdi=O??(;)~a@E*Xyq5@;WQUVfp5LCCXiTK9$_LA6EIJedGKBO4
z7y&i=R)MIKYqUt)3anI!+duG>jPKX<6)GeHl-vWVcZ>Vobksq%8m5w!s23XqDM0vK
ziA)0^Hyua<39vV^c!80PyKnK|ragAwVd=-r4Z#F%52zh*3C~O(x&9ldziLp<$+j2=
zApZd3+N0Ay1?`TV2^q=Xt_qzDV^y%u>gp=B41NVl$i{K&`4chz1$<He0Mf&Iw#**!
zuw)bAayAD>gx`A!K3GoR5>9jR1a;U9jBGmk?fK@Nj{6VdGq&VobLrplKUGeKPN8kI
z2TTgA{rcpQ>C*#ak-r;?r38&8+G{7OziZS-Om!K@;Cg(xB>w;cz9|0y>0s{Ll1kf{
z1l{lQkq5huyZOZ7JU0V<z{U>Q^xR<WjN|3sCy#(+9>2>Zo%hMc!zZrCg%9l-8nzb0
zLm%Q5dWqZqA_~u3V<T?=00F3}(7*uOZIU)W^sPf99l_K`)282vC-_zINB;mz21Jkv
zaRS_&lb|2^dk#}E=Yj)~fN*p1!2Vc1r=}0jkAoflWMk>nbnBb}j)SiX0X~P&+o%}o
zO;(|jPe4852W(@eaDE>ZQK4f<w$ZjSe{0k;pQ5p!UzRuDf=}?P{{UyN@9pP>C`6yy
zxA1h4p#K1tCI*u_Tx$vaxBS1Kr_<NdiF4qv`JB?Pq>O*w1yF;zC;s^DQGvI_pP#Qz
zBQodE$jG-^3BbS=T8YUceew?8pTl#+vG8pwog<mm#6+aG0mRs~HL2uGl_Mw@1+WWx
zA5lmPQj)Del>&?mB}a(eGScNL9vw+djE+Q~mM5bDHB6A=3@8`@ceaBv1>nrsYX&i8
z=}1aIBd$gdT<3p5gWotmE(IeB1a$}V`TTa+eE8J}3ILJ_B<<8^eCMVxa(2g|<GK=)
zzj4zT-?2Cc9S6_w#~HZj<^dW^Uw)D2Z#+d$682JVD@JO=0m9o41!XxJN(xT<ZVHD(
z>4CofdgoG=Ot@}qR!e0lkhutDD)q{W3P((Z;X@q=+mBOsbrltg9YQkF6dqyiAwxT<
zIp{k62cQ|-JbBddKWRB;^C1;B+fz))km43_QVH`20FH-RcOa5U-`5*_A^z=AB$N<B
zZKa2v<Zr$)_?<pvrAY%=(%^`K2Jsr53EvRvlFPB2oe{+OYGu;ij`-B9Y9BF!gpK=T
zaR|I%*@ArqRb(_vj3}*2KqUL5g@1?x-1H{_L%w*P)%Mj2<o1*dF;HMgLC?CSC<PJU
zaNu9!HUq0k&HHhx{jpVu5|Wk1Tc`>d*e4|*<ZY0lf!KmDIO&^0d)E@8LqsS9kN_>L
z4FS2aDYW!B!*N8m(!_@mm0;g8RFVijVM61bj;9ev?C8Ek8ok+MN_eF*QpI8d6uc6&
z;w+@0JxTXtsOcLOoSpc%L|~ow3I$_O_>2?K5rRHv@E&uy8F0JHK7ZTpIO%FS>rPQ+
z5=s)N)irqtD#$p)%8tFr!B5kVM6~H5Ts9s;io%*~=hQ7Aj+n?JA774mr$hTEYAL^U
zBsiHj5&~2p-s(<cI!GEuH7jAnvifcmfSDJO8No0}pAiJenA3bBZ)$oZG*zbsv@cL7
z7&sdfgVR3f2W|emLt6VD!&x~>f;`1I2*?RKldA_HV3D1>gXnWUYw?VTicX(>2;6Bn
zDFhwxM*Vj?Z@xzm<Ct{cCSsgO!WL8p*cjEE<mBX^O}Ec(G**nrP#VDUvXVrY^N+KP
z^u(E&Fa!@#GiaHeb@Ig5<ppJ$&79i=m8iz@*0Ml3QVJK`fHi<Y>Hq}o#ddhKx1DBe
zm(s#gk{rT`AzIQs(Ua9g5|Bm#IU6363&WLJrz5=qM5wlaQkCu!lkayVZgHM~gN=aq
zP`)j#p!GF!(uUMhSEWaNTE?-EM`4kUxx%tR;@1x&D%v0tq?-%r5j)IWTVMtwsk@D+
zt1ZDK7#VB{lLJ+1EJ!w-SMP;8nd@_#R>@n5ZMjarPkAaS0YUJf+Evq|$!z3xAP_OR
z^gA8FRJZl1YEY2E7Dy__ppbphxWFWlzBAPHJb8h&Y6`cnYGkI)mD8%QqynG{iE2s|
zqBkRU)2D2E*&KRY<;_VoYd!>oxEw;`Hl!&hAfeXK;yrWjs1QcPWbjg`A;%jUm?KH>
z_$2ippxg^s?TXI=P=x?VN{A701{KP6jzaoL#DC^Q6*CrYMoVWXPz0+^LDDiY^B@iT
z<Ah%-t1eUPbhpB^m=!p0l@r;wlDua*NXl{uJL>I?-Y#WCDsEFq+$1QSz&TJL1A)_E
zI()c|wxor|smWvl)1Gi%`ww)TNf{u33Uk!;$-oDW!?UggRs<;7=GKBH2Z(@X_7N~|
z%dR<&(IB};-lY_s`#;m~|HtQi9)@xnlZg>Ir7>rc4a3j@c`Hf|!yHR!&XL2MLOHi#
zP9f%y^Z69z%*Z(*$H*b|`R@A<yncDTUf1oqp4a1XziVF=^(dl~1@M<*nAf@!tuC`%
z?t6e!as46<d3@a{NfNeu2_LYfE1?^X6ug*S<hAaxd5*eBBg%VEO~iYm{1{7I;Ue+L
z<4|l)z0bAH%?5Q#*NHJAd0Hl3d1V|Q+`q$Y&)zP+a=Rsp?^tj(eZ%~gOL~UrP2P(C
zK7NDHmAL8qs3xSxb0v0j4KTnbU7PDl^^3p;3CZ4`$}+&3n>pyO@h;XjMnkcZD%aK4
z6Y%V&!y{{^cu4Fv(6xK&>{|2y5Fr4R^k!p0j<N0JR0S}ItU1LPq}9DyzrUiK=F<?B
zEdX|SicUd-18L_1p+2jw2ZO<8HJ%!X2#%!hj8M@sR-}0|xB0UG$<5S6`<#+D^U0<Y
zs=ZnA@!|X*{3pZ6h_ofgh!ob%#kiKVySVO70iJYnb!PI_eN`5VYpQMU|2+8;7}-D!
zFT@PxCj?6XM($T#rQTXI?n!;-kX|%Z+HMu`Cjm_cOE~PKtZuj?0oae8cx9sn7VgWk
zYqirlUa~>xm#((f_hleF{3UxsuDULjgxbUy&o;qd%hd}4a-9H6sI?sdR54)KpKwhM
zF34nTi2!bhB#OOI8fWQVzflL^v;6o(6)*#{lv4fy8@b_eAco%wt6n9oRGdD03(b4}
zXz_0y2lL{(WD#8U^3@M9A07>|MLc?M&f@D=;s%|u<F*wsbw3l^Re{oW$>F+82oE~R
z5-sMSjhMkDgIm!P-W3MMR2)T@F)@n<q|1rc@E(|YXZ_;%eff(q<`g<ACagEe1zSzI
z(BWIH_`yj=a<J)I${vp~>$R)vtaN~N7Ymjh7#aWj#`j#qR_$UnI50AGp-dN(^IcWs
zwb@C}iwDnQS6*arFQZJ;CT7rz@#$lWh~&lv$%m;&Kc-KK`n03!nvE&6_+RR^bkRtG
zw4}g0fs^q|p1xt*UF6}>bDeG-*v1EA<}&%nh!dR`=4s#PgHmT42{w%YY?s}tzPEd}
zXk41Eu&1>%JqUnnYoRdHCz@N%<kbIwi@&m#M!qjcCJ$tHvgVDgt#TxaW*bC-=s0XN
zyp)Y?yMvWq@u>;c3X|<>HT<IJlh<miDeEXbgs3N*<d+L`2S`j@jIY?|lazD?rvc~^
zXT#hWJrV)(QKU(+;?aS3$ZB;GpA8w<VIt|$0r&y1GLUtEacyUlF&I_QH~;Znmm7Pj
zRGkzpwmb466PhF0<`9$Ux}=N{Z>rI~nFn%y?(TZ&NbtvLU}8ZP@_^pSr#zbZ&|DrZ
zg}wDvyt8X?(JG*uP;r2lBtwHZ9a9_oJa&4_LUPeUniJnS5{|6f14hl<*(8fCsiBQW
zE8}Mo*T$QrOn;=mdtzXi8bR)T?Fd{eAs|-OXAbWE_oNmZJkXYQhrsho{JHl2;B*4i
zF<>O<Jom!=Yv0BFiIdUcga~ib+jb1XY~uoX{{swNbLXVU4_90PHof*&S%1y)y{lAn
zq+aOWgiyWQ^(Z;@J5TiWjwOZBv_n_*j;;39>A(AucR-EuT#0KLDtL3Jc(1Svc+EF2
z#_R9=($vb&?s%-z*2LR6R&4WJe^+KZHYc1saQDTax3g^HzCuX8b2QzHRzgdlpiZW=
zrv8@x5TCLSRo`zyD7X3hRM=~K89LJ?WqqUtWnEY1<*vm$k^l6S+*-K{RTr<jhUq<1
zBvjo|BFZ@J9<`75sqY4^Ktl4zBr8dJ#Wnu0*=t+EA8XLueOgsP=Qy~goT22K+CE+q
z>+ehBts1T@B3yXMX>o12p+3z;L>9knKvn+iWHB2?kL5zPW1C<!yBX22(rvIuCoOr0
z!70sldfJ`fBy>cSZ4m(;I|>TZmn4U%@?f96>Q3HY>-*V?zVjVqesVc3pdDbOowpxF
zA2{;oWX19{#C>30tJ&g)ti3BJ`>tuJa~24QNZs4TwG9a+1@PapXjZfSF5`NA%o*%b
z8s@}cz90y7TuRMpNT1J*oDjP+`vc`8oNr}aOXQ?)D3OH%fT%R|U&Wx`9~h)C(T#J)
zU`G&??|Cz}feOOOHO%Sqev^6CC;>a=@day{Rc3rQGq$P->Kc?qrCu`n8+LdXA95QV
zQ*V#6{>De%YS1*AD&2km*^^`J0cy0_!iNM+fDq6#f(RGi<et~3ugeQ_oTjHzL}=Ii
zDL{aNG(fHr2xJCsjKfzhh2*IQIzI^P=_N8f1?FG(@wvg3k<?`L2jml)t!Vrdq@Z$*
z$Hh?QoZcz7vyabvoJ;$?wg{J#(jfEn<zKZOUDJ194Vw2U=`t1kaxN$gbAHU#VPj1F
zNEFYM8er8ary(o5H}kE0k|hDXW0iAnJ|4!IlD*`|LJ9IyALSWMt9W}7>*+F?jhTQL
z7mv;ECCPL6+al)~GXRoB-nemPz8)s8-z;+5UJ_$tlk6z1UrGMPUz2m!a;mGP0bJFt
zOIBw3uTtzd5+pU&jHitkvkv?1ufJ--C=jB5fmfuT<z4E+xeAu;v2)7)JODdX!lU4s
z9|pazkx&>^HmzsQ#=^L(5ddA4XtuqhQ`aghza`9X|7am@7V>wZqDR_Mg^EJkv?BXQ
z?;8Bve_t^$y)gFc);)zV31mNVa0+u7udK+gr==W(17DW9+xFUSinxNI6k1#H%F0fE
zMDvFOZSb@$0E<w2?}dr}tZ(di5qCr{x{4WN*f9l3EW&;07FbZecsi+U#k?d_EbE(G
zkR`$!Vpi=gS{(W4tJAuz9=3KBkrQ6S#twL~VB9yPsrpU6lEJLj*$BH5RT0m_+CQPl
ztdww!jo&$3x#jckjWDT3(T@a4uw%djLssLthn&VW@3tkpOSsK{1kY!W<4^hE$H*y-
z&gP<Jsvpk6%eq>F#zWrUN9kT3^Youv71Cr1-!XuM>xQ}0e7?>EPC8!=zF>nyjGj-m
zf6X~<uP7;H%O+^@UZW{wg>61Nx%FoE{6_X#PaXC}2nS@M)MDavOF$TOSH81g8f87^
zqqCcu5_BNae8X}+)#~9&LPV@(hfuFic|y}3Wp?XDt{Cve1h4X5ELe7kpPey=cE7m0
zm`hZRm_`}9A@aqV%q_FM|FQP_6z0e_sgP*!5);R37pX6mHWG5jv@N0-voN-I?EW1#
zvofnr^;xjtarc}5R+NTxzTzrxc=Kw4jfn$gt;nn<?cja$n2IPnGc#fAwa~x4&}rTj
za@))DhXzoPIv2R}dVMX$#F&t;HSZYpldfX`;Nla+b($$!{2nm>s1~09gB<lk#EOFh
z!9g3Mj}HRPZrSy^Ao5u!;=A;2CODcR1*eyWi{6Gs_oTeh-&G#4M;8Y0s(9fEm?u}l
zo?35lli7HejRU3b!SrqKV`4`-*jOF~2rb45u8Zs~+IM}wu9T<eZ6Emfj^SN4xz8G^
z=>}2Zx+gZ55RbL-y8vmmPpkSDcNNqbo(<4cCN)oY$2LjQi`H}bfAfUYjYZCCK;;bK
zAoP+;+>iYo_qS$w$j2}X+|18(dAoG?+pVNyq1jva;6l>l@!w?h?{oo1mp8w6>)H|B
z`y*=~bq*=HKN{s2u4}{SGWA(U5;)gAp!950)+Gp^<_Ou6uY;2Lj093->fy{9c+@Pq
zYrGZtuc{b`&d+vZuskIsFX&?1LUT^9$BzlR!YxmHthLZe1cZkMUDzVjCG4v$Q|P0S
z6um_Vmt9GMjw!eo=mYOF9wvremK*}p*%I=EAat_qRkh%q-)h~Y{hY^F_r4!rwd+?H
z-+?FIU3<}#x+BAsY1Y8j*CN$fy9Hg24@*w=+Cs`Q2r)py5xfa8mi0?4p3Mf_3;~Z|
zZ*GJhKW9=_aQpDl&^DUiwYK^_tYaiYN`9U0OIkP(7u!q>zd@He;e<PYFP^Se&b!^c
zrW&2e!(c`%0ZAkB<sEokO(T=biyiF$!uRHVh<!T`_RI8=3jqyTOu8lJyS<U33?^W1
z3*UN-;%$3QV9Q_M32!fOo<EB*1C3Hfo6H)t9W5bbpvmJ}iL<?IJBNFV5dj3h$YN>o
z{O{5IMfJ0T;nsX)YfMPg`DS8V7Q_%hXPVQuyNNX)e<QwY1QFlS4ggr<d)u8St2CV8
zeP}4c?A#-0Hz+=_q2sShG)FSl%MU7kakzHe_fI}(Rh+jCBvtFG<-3SmBx~<#gK@{2
zzBb6W8CR}YuJ1x}-|d~RhTwUI9tBMNlHOYm4#5&v;Q%m2oxv-4OWWn8+38OaFf(xB
z1$QnkX*D5i6x^v2K>^b1QdvIe`chu%WPnvUgAZ9nR`azKUu-zO%t~Y#7PIwz^=^>^
zTH3zjdUzE3O@X_eeU=>(QH5T@w$e=4S~Rbv!wt@aXsz9)3&d(AckybrxAU7g<IM=F
z`tk8*+sp0VK`-fGV2heoQ}T9F%<`BNQST;i$Z%N3`0CA`w6b<K-iMx#Izw5ei#USg
z34T9ArO%w&e3RO7lh+)}*v7XH+ofBT#<dWu(qWGQoT3|#lz}sn2a6jM{#!2?9clb~
zZ)2feYB2iZZqALVD+iBM3D~iVGftsVc~jPD>@K&w#u5U%CPSA3Om_)+wWTvXt=$}G
zqJc+%ql5Bd45mc`^mRu^rM)snU+TZumyq8pVF*i(|CiLaf9Bl-?f$8EWf~gN)3{BM
z#u_FDaqzj*4c$+<)daeZUnc;dYw-zH8h=&t92(DX`!^Ft{<T!+=5QAuTo^HK6q|bG
zIjkl%-Ruqc`7(KhyREHpLofqy(JYfj+@%|!X}uF^6r`AvRmU%j53`+G|Awjy?rfg!
zUpJyz==@JFKArzQ#hn;+364<zX(|1>fGaxE3;?WxKX7<%hnDjT9R=;^M6It$mNVk{
ze}i(F@GK9re~WjW9UO6Ij2Hj<8|3ZSer0CFCOfR&Gi!6=LL*?4niSU3v6t|drQhZF
zbYGPQ9H)X2!M@oWn|<wgZqti%?&-b=#=kTFZ2j8BWjr<b#<33&@t)c=c9nuQtROk8
zni`z&kHI5QP<pkEA&y25N-{ln^kiN*J+)vl$e~?u!+TGEhQ9FI8INGxZ26}pJwA4N
z-O4dLsr~3egS$&7NnAA?4Kf0>>i~0_{QC}$6lF%{bip5~ORS^qs~gm$+<WXl03AP6
z>brw}Q>R4*?d&#Qu6yOOPb4<>h6+&y8J%>vKX|H>S->ik(~IiG)n5pw2rfn!Ku!l8
zgf21WVd~+?f(CBCE_K|vzt@{vFPZXU;|Q)VeHNlq#Qkw>b#J;NE^Q2>|4N-&06*GX
zq`X-A3tzLO8gD08?<@*|Kh6aIUi$hJ;wK_*x_Xu!u$Q_y9(&trdt6=IelIVh&y%BD
z%z2x5SPxP6oo4gO8`>K>l96{?K>o0aX!SAb_GIl_o)*Pfp&0*s@<b18#?v$V^X*?~
z!PR91CD%Z>gr;Nlncv5Y9~>Co^dh&n<3)ozPJuJq)uUVtgeV?bDKEik!fTqD?akLQ
zG;kK0O5~%U^r%AGjoJ~3jIMCR#it8B+V6Gh?NRhUz^;!<#24)Lv{=l`<R#^IO!s@&
zmXhOl!omp5=Amn%E?O4f0Y>>8Na>17$)VM#OKs~D{@~DEjzQn~qYiP&gTF7eI6~A$
zv<)aMX1~?7-|YtFGLsAa<yaV`Mb;P^I)ub&zR*0;+H4n*ppccD=bXp?13c)A9b}Hl
zTE7Aj$BTW$#nQ)bFMoH+oUUAi$1@!E@)s(WC)6`M3NgCbKcco3bWmdCt(4oErzyJo
zB5{GT^b{#AxIO;w`Wuz)f6Wh(B0NFo0T;bz7Yz@7Q$w38)~-1x7jbqudOrH+P;BbV
zOo(MR*+NNnV`r1dhOXF>0fqGIcR*=e5ScYc@Sj}GiDw6mSA8QgzsC>GKW}Pz{wLb$
z;cX1;C(LgsK)GE~%=+q^WjzL2u5!-3zWiN3dva}~mG3Yx`tj5|epYvBq>0a$I%_av
za`8}c5vsFFkyz}F>q}Q~{AKCkt6%UUzsNA4OhdBAj}Sxlo)GfX{vW_kovW~pe~A>7
z4esB5A+KB7l>UicP!EF&8??8Us!jfIAR7Q<-1N$AX$u&9hxc|96Wnezzg%XZ5XqaP
zngEk4^?qv1)<2j+Cu^oBEW~F;_$K_QmsoERBz$?T*QC$tIX7$x^QA**qLa-p+$WvP
zxGb$HscG2ppY)EpvWz^`S3Iltz0={0BwMOMLF<>-K@PCRYnLAN{|z%ukBrpO@Ljeo
zgdsmBao4jboJ9=24!Wp!=lSZ6E;KHiEKP#Hu`MXf1AE;a$LK=(%wP?p1-<i~F=_On
zhbninCt6B0N1M+gR@jfP+szYeN)9D0cs?u)5Pb&2&zJRM%naV@SAP0eep;-D)oBT+
zuzhP!Q|;NK-$!+~9)eMXqA5EoH&Ylo3J{HXH<(s%6~M%Hh29#d1UK<h4ZiZGpxD+%
zC9UnXfZ4T6QPO@HqGS_1PuhvQzMXYHZlVcV+f2WozTBFj|6XaB{qv2-T<PQ2riisU
z0?b#+ZlSkW?<rg&S!0f#a`^r|cz7l#Q6#E@dJpEJtiG1PQpQN~?h-QkAZ2Tk9If5x
zoSGo1-o7IKOzz+l>Ol7GWGZf~<hTEhr>wzLPm77RjVv|-JT`enKpt3TyJ4p|>=t4v
z`7JZD?hZ<yXkz&6^Y5(FF3;W~^R?^pTTPx@6K0nep7721%oh&o>Qp(k&ecplDeW91
zKZdFUX+|ok*;iKZI=}SSmHc~9rZuDoF<n*A^7A+7D|V(^x7;9dEwcLfdoXa`W4RYf
zU7yr#=7545&)_}ob<MZ>_zUj+4<I04XS%@N6^EHKlTzV7@{4DfAOBJ{_7>a?v*6yj
zbnv9rbH3*J?V-8Y{}d{M!l`9u(aW}8B5|@qkDtn?ZhR$sJ#Gr}u~fTfzaXps=$bCt
z;?P!p`<eFSiRF_C%FdaqK<}3M)pu4oN`kgeErpT`z7yr8wCB%s6*KReKlLx@e4lX#
zJE?y6x?%~b#NxS^LHPo6y}HuWxPOz)Rp)cVdt4~&_p6g3)g_12g!Se(?;QIH1VUs(
zV+^qPUV~@SqG_4APsznrb|bJ6wwWUF6*636{SCKLpO)XnjY`>mZC44qu31><qbjqR
z^}yo2*;}`C8xCtmdBdhT`nYshEbs}yjVGCnF+oA}^DQSdu2SNEfUHpRwW>j+l^G>+
zgNwu%b*eu%kPmIJ$w8&waI`*qaVZa-fFggPCNO1M{+PITT{+d%WVnuwr&cvTG9P}D
zwmPz0G!$o7wv|6LpMFjXE&WSBpCms=LV+=p4Y1EwRZqF4%F-LZzI+JJF=w6@OEvSc
zx%KpMA3u~-^~z1u-Q9K)byPPy<@`|D=GOIbxjOIap8~>9%dIv#2-_(l<EAmf)`Df%
zC7$}AI_)M}LQ%(!#PR2P@PUs-rR2XQ`F*w5--THY3#lF3yd$jw-y{98FZ3l8uIZV)
zSrOL<7fpwd)}>}zb!V)w;}rxEOxFjg@JqLUzL<3_et^QT1QaV%n90{wNpFVS5*+Uw
z_}9uaeV^N7O5-6x3f!<9OsGBO?-+V1^og8_9yX;}>VA3OT87e!g**Sfj9VSDjRKZe
zMnlM|O_GGArqW4fC(bHS`%|m@hLv#{Ldj_Jn>1n#GJ(>fzyE#omB{a|y7;*s&(F2a
zi)k})T%7MPsmKy*$8kYab01?If80R{KKN|?yU@cZ?J-eYPjkW@QlO1gL!+;|0Fr;M
z+cu&HB<oXFTQZ5PfvSnVjWY46T&v$qc`v_aT9SW#@S$M=s`R{j<Z;i2^;XL}4Kn>H
z8C^cHsa!I))?HzUmmHN#+)lg!s5;Vs-US_UKCu>h%ER72{I_K}T`Loum+voO6KsOF
zJlGP0c9oWyVV))MjqYzOm<L;cm+keAF|z3jW(K0_O&OP{$8ibYz`9X<R_Rqyik%Ct
zJ%M@y{vWLg`ExXuC#JS&YWpch*mjyro-6IcnEDe<a}H}mE3R?gso|kk|2{WlC=)u&
zrqUHh$+$~wj#ZT9`jTvxc=1vT<0yI0B60Qg3cm6E6D90}X|t<b5AQn5))ic>5d2oh
zS_3Y=?P=EHZS0wIH~SArayUsAi<WbXQd4b;Gx+){#3#pf@4kSDEz`#V#7LKq$o~L!
zKbkYw)=|sPd6x%5Nj{T51k_5$zt{3)j!qPrMi+}euOq_!AIc8G54S(d`Tt4HyS$?o
z|H^W<PF`ftNnyf8#hi$lxi$Mom~T=jCBj36&;EyHxV;czyS#?#*|1{w-^TQB?;Uf{
zj*I)>1{<94Rt(*a6^+hw6Z7jr%SO{7rLm_CH57|vEAom`GPs@2YLzBGp14z!R`OSA
z$0@?XTf6^-8mX|zz|AwNh{@`+guv6H$C_#+PK_;VYy6*io4zeNf3t#>l`s12DZ+Wc
zi8)nU@R?6PTj+;N?=Iyr3>UvJ;GKJCRUF$x?rHHZy~5!IjcgDKU?j5+Rf2@HT6T=G
z_LB$8l4tiNP?g_;hs$pW{IGH$-xc-wWJIbcIm}92GfplrB(Z%^S2OieGNW_{EaHCF
zmah@HXLBz#mf0s?wvWy3@=OE!MF|#VxV2$k%ns_KMExgKp#l}{#Hty6o<h`A@LcV-
zfH><n-lu--@|Ze@%JIFvg0Ua_&ekODrn)=tWF-urCcuAKk*&K*C|b)WuR2zLUKW9o
z$V%)cny@#Ag#2m;$~Fc<vM9bZq6ad@I5LTn&yM9j-#5)tziVT^6_=P7`Ecu27;YK$
zfWs0`$A|=oqA0=IcJsOWIY!?<)X3jJyB&t}rNt%=`B?Qw32Takwg{QZh(CIAtIw7r
z9$yZ(OUZwec}O2=mpu2Pv-DjAtCEB&?85{}il&vlbp2D5d=m*G0FQQTo!2ckwve%N
znrH3$xKg0(@sjiR0vVH~*cYK&<soZxV*ogifHHOEpWEpyF#}On3I@`O7t$yOPkl^@
zQBm@1^jn7~T_MYoY0Whs9Uj>z-L#=a&1yu8D?{Jk`+)FK=fy>o3p9^8tA+ENgXU0Q
zn@}Hz0zQW6^fYX^x;_iipET>rd|yoWkaNSvai#p`H;pR7U38QT*<^6#b)q;ZKE&qd
ze{<Z-zhC@3nVl9{-NwCn@VjX5(gy=G;kby-cRwfZGFF!H??9S=kjP}mirRw5lArV$
zPaG%Aqm9jt4|w$wBSGS1<-w8kYiX6H&Qf4iqCf)>Ig*?J*GN@({_f6ebnC_KiVU8Z
z!lCsjQD_-ZqTX{L)f!h5VFGLb>2)^O0hE<`VtwxZY)cr}#Zm)Ze$UzLzHMoAb&&DA
z)%;mtP`K3Zd)XL7qi8E#N#5*i;xyNd@!|K{I_CZAqS$6TU$HW;XW0jA?w0T3N{-zr
zb75DU3VJ>XsTJOpD7yFb`haYZ-(NI&qFj2m6GI@SOBWD<R^HzRz2_)H0)7)0#;tR4
z)^^t>ElC|&H7or5NMkE^nEJ;k{+ZM3p6;h!;GH~d!v<6E<o<}{gIhLw7PbM|O_NqI
zjBlMqbnfHcG5*3B5q72;0-GdIJbGI{3^(T>Qz;xDS=53m@Yzk)kCdXsK$ZS$P<Y$p
zW)bQ0vuO3oY;kS9okT-f=Hk1(e&^TS`!1esUMimUwHc-wG_IC$gcPUpvdK7%@9Cbv
zO^JGo>YsH&vK~D84-T`1#-l8!BY(d>QV1RDmp#1JFI=5)&&;xO7LhQVEe8-K1bOup
za<lVbUfX7-L#0ih{a6&7u+vAU1V~FWEa@@`u~aP$lbUYxAZ>LxjP<RZ4f=8GM20`5
z*X5MG_6W}QXBh$xL3Q$K93{_Q(P%-XS5d|+-`>1p{_^MwTldb#@*{PmeX;E?aH^WY
z?lt0LcMT9p)X9gqK^w3v_r~g*umPZ=*w);4Sjx<ZZv=(;0wymb_TUq1<fgF0{h7e$
z!)yK{-NzT_EFWETd~9nuQcTSHd|FImt$Bqy-^RrzT&3ZV-Nf7@)mG@U?~6T(CQ@cJ
zo&_zSz%uw`7)tjN1FWTpQLW-PuWL890EK#k+y@@qGTKVVYkZfoKij31zEm%*Vw~YL
z<_(1>o-<vh^(%}8_wVPm>}*Hxc_~TRlYRz9;JdYW-qsE9DEEUMCiIsaziatDL5Op|
za4^SzAD_~+@nT=V>|6YEdV-c++T*f9{qxx_02eYeu}l0~UXq~ypk=9pHz<unR|1pj
zjl)>i0Ze(eatxm#+1Ou6pf(%y*hrS_%n$C<_U=(#jsP1FJH6>VXE(!BaXZ&rjE<tK
zl5jYf?gxu~@}gG;GZ*wvez>AaPW7}Pm3;2hRxD1NriL3&R*iId=G-0*)H<Ms8S5cd
zVF2*SX6~m|gv)o8%^o3YvgSG0@4D(j<W;XV)4s(naf?~_$!*IrA?fw1?deL|Gyp-F
zW!XI%>GLuA_vzgK)PKpuj5nPxa;NQsHv${3axmjkH9<+y;F=7JPt7xRDL&F<k2L&-
z6w$qM?fLf0LB%jbJ|0KbHl^bv^>$UIX^+((q3X0T&cW$E?Al|bM(CE_pSI`#glOO*
z1LSB4BN;XgT}nOu>pQ)AyrgeOtB2)gNeV8m<{gR}*=Mn3D$4UYYOW3cRQ#d<jH?T~
ziD$|CHIdECDoBf-(tj+2vv1G)cWA!{Yv8JkD(qaTk9>Ry%!nZ8RdH^7n_Q*JbjZik
zRgr@uNm&+WyxQ?yedSO_Y@XFI5~GVZoLkGaT)$Zx!U*H5xHvZqvNL6|a*RLGs;*un
zQ(yMAq3N4OtjZW3w%!~qU=T?f#WtuO4&vumL;w2bwkgb>;tI3IeApx@$ljO#Y3FJ4
zz+78a&0Fnm57B|Ha@uk&h2Ngd8)8BwMoGfiguRV`%81|U9owfa_^m``rGzB2-bG8o
zi<9k~>c*yM0tlC)M%Cet89hH3Fmv{w_oE)tUI!1%V4J1nbW>#6h~V}8X5HCN_)U>^
zbwKK($nj=2L)H2Ioj-Jj*?g2PkD%PumwnT1?2i@E=spj8!0}?i_Jwa7ld{Miwe5y^
zQEbj9|ItcqO*6>69a1bW;Ot#jV8mr*U}X304^yh0SAFk8@j%*Zaa3Cbw=(Q6%SjN4
z*-0-gsU_-1i~);P)ToPIA7l6k_rvkZ7pv#MKS0pf{muaxqa1`Y;CS?9EcNU_=(P-o
z?V~S-f@(+WO5<Ee3H@_A;p9uF=s%AC`qizcfXh!&o#<{S8Tirce-_%o1}4#LL|+hz
zg-M21%5jA;lzB<b%Et$?7&vo90~elU{w^H4p_n^Dq5QqcVDZyf64}0YA*q9aG@5=_
zE`m532c)V<Ug-7Q5SsL)LolsHY}c1745m~prLaH@-H8mszp_zUO96|dj=xVNml;Hi
z^b-Lr9yG^@Pv~=StEhO*R5rE-zd7DYo6L!32jj*)>AF24=`q<kBP`QGk`TUncA0}?
z2q@&|65Upy$j&q(K2%fxT3UiHM^C=(&8!V^F2#c@=g6xo#tqC@6wE5><-4A8Pz52_
z>CnElAV;S}S^W-}dOKBoBJ|TSHKJOOOV)CXzP2oQFR?}Yr9*2o({myjCDY#l?;n64
z_ie9EM;AW&BS<wCt(xRj8)IHH$9Kr>ID^UwdW<e!eZl_6v=1B003nGuJz_>{vCW_V
z6OSDvuv#GE{RhNaG&bt#E`1~Lr`-Ihh&b*m{@_F~H|UD3Qj#<ORBj)JL$J+rpf@;{
zZEDq~Lm15uw?~;iC|bvh2V$$YjEw#Q`Y)bALX|iydX=`RCA}J}$6vfZXwko7S)c`R
zoqPgCoIWt79+4e(``}V=k<`Tey>ZW(?QZ?9?5Boclpm$(-#tv`m79`l!E471Z}=3F
zu1i*?rT~Oa9l1@#x1PzSkvwYCq5LNZ-qs*dy6x705xBO0{Fde2Z(1V@O1TTse?tYA
zYOHis3nn;^&evQjS)o6Dr;8ngnU<*JJe{OGoog%>1-OTz6ujCr?bP|vN@+;;v*G=6
z)x4i1o(cd_PPWKsRu9@xCzI}i(q)IxvqH(61UHV9iI+Eo@9Y*|3P*Jr4^GvzDQ5G#
zJa&571e}L@G!S}79%?K987$70%5(}NWtkZtfi%)m5;|KUVTq#DfD8fIphtJ1Fben~
z%nl0Uxc7^V(Zh%r?^|WrFSJ<9C{^%q7r@DSq8sLIcBJ^+J-*9-m_Ya4IldDr!eOjg
z(NB1YBDHD1@VJUZ2}HrIy?G+>HoFz~q%UBA1Uvu5D6KvNH>jF(7naQgNG_h&Lt2r&
zp;DgL;4Qi`0lhao72zsXg3&*lUS(Rx*gcj?4=1EU%k=9&1?ixCUBreY;}Vm<8^86}
zCp|I}lgcY^{|pY+xnYAYK4$Y10O}omqFdSC*LX<y*Wm)pY<$g&#tn79d*AY;d?jT4
zhYY{M71fxT^TFNl-IR61zxH_-Q9bQPBiW8b@F8-3Z(b~d0#~Ys-Nl6$FOWY+(LVy!
zU!l}WZOU`KlSOMy?HAHn-0=yS7vs8Xe9K{@Sn=TB9!RccaT?G4reGbC!aV5fV{HUd
zG}jf4;n|`Fni8f&tR74Cj_!8GVTdGGR;pv5WKBTF>O)e>pr$g32~?Op2$O}df%IUn
z7oYZABM+BTbs1CvK840AATIomAk@Qmp^9;b96o8aH$HXrB2h`rdP9yfK%x}G!)&qU
zo7brXQq$^|)t230JLZ+1jMu|7CpIVmY21Eyx$BcdXt1mtsnHDX%qzgc1&S&G83RZ#
zn1>6T(M3q}>Q0k;x<-@+8;1T32~@L8%Lq^Dsdvai;=SsZdjex0OPKxpjDm{dNfv;c
znK!Fz2LzJ=Fbg9`fMPibn%N+kc3Y1;E()WlwADD1&c?E^KXzXo=wlAY$<pXc#PE^U
zw|XN>``>zN3kvN}pa%vC&FPU1{*X6`h3QWj5MhbM9&~M>v$swO{WuOQVGBZ}lrEXL
z=9q#q7U4{K`Qe+WVv*#5yA?mxO!HBT%%;Zc$5MvSHDILN0)&UVNTr8=Qai=i8{aVc
z5Jy_$Q#8$aK60(%O-&IfrNGNiP&qTUD(lLv3Q49z*MWx={#f~j?>DZ)`~i;O>eQ5*
z3$%;UdGCi7jcy>B9gG8K12D&jU~e*_JcY7#Fv@`tkWjvaQ_axeVguxZ8`+FRP<EdG
zy%W8!Iqd`Oj63^FZ}N%#kAG{$3}7%Q{#kWFKs*=1?MGlc;3wSW88M2nls@K_y9Nh}
zR(FJTO2N|7iKVI<J~>=t@=oXR(vA(aLkU8WETXt#2R7UqBZ+M+{W>P`#$(qp)$C&(
zfycHHccRP!3Lywt87I30eLFPL<Du*X5tQ?c?!F8vO&O?^$gBF?`0|1npDPD@q7y&=
z7P_8rhpu1al@%>ux8&s1U1*A-h{cJRfSh>%SSDRYlEgg*V*qv+AEL2@BaX9~SnqWJ
zVN$+oJT<D9PaJ24H{nqx>hm6a3sHbFdPmY#Xl$(X$#ZuWo*xcr89Y@5H>x6tHMUd>
zX^Cg|r3|3p=u^R+4v)7);nZkr8=2c!#uxn#AB!b!8?nJq^^<tk)g<LjQ@fKW2R=xo
zn_)P;E*-j_JS?SyV{#_k+zJq7E^fzXa@9+%lh$uz-C!m$>=x5C)%bj5zjllkt|tR_
z|322a!QNjzviu(OYCA8$tW6#MN~4zaR9&ABz@xQN0?6E!#+q`9TWpor9HxF>j}gJx
ztdqN&=K9BCKwogeamaZY9_CZV_~7#XAfq>gKb5!K>F_IQmkMb&DB;DLHAdb!aKY^q
zpEx^jYKTImn=UGjH@zVo6A{@^!|zv;ni_#OQuKMIl_a0VJ7Mz8jmlVoo8ZqDm1^@#
zBSY|P{g#tC_?0@$r6JeBLOTKke<@ZO<k)dJ`5}dJ#mJ}PzRe>Ac4L?&z|=NC`FU7=
z*7&UTAB8@T=TT0&x?Yx+76^JCq;vzd=*8~T6n1mp;kWm24C;+vd42&>e@Yj1oPdN7
z(mp_V=m0<|@T+kcc3RX|&QWeapYRp={GlxJ9)_(`pE8q6#B0c24^k(OgNUl*qjg|&
zS&WFQn6azIJZ3)~M(e{VzDV9(jh2pur9&B+q$D8WHkTrx9XzZeGknbQu}m^J=y&zR
zcdiWgQ{7p=9L9Eu=)N{BwB!{;kk;zHqi}TWwhK53lffy)s`M9RG?G=YgF*DlmaIJ)
z*cw$~MvsZ#`tvrLjZH!X*r7h^+iF-b`4}l7ryrMyCW%VH87zeu)FF=%$pl=ujU?s@
zS)SS67ePs>L5?=@gOm#cnE-M+D-bbxp$evUAAs}g(vUBv#taJhzj0M>qOGK}0Bo0(
z5ZfCCoA`|Xu6h{4wkm8@ZwzLR`(UD>D3Das_T#=g`NMUt_bur>VKTyrN;6eIeWDXf
zfB9<8Wj~c~2J;_{WR?t~(8OB(oIAvX@OntZxQO?LNkD5A>Mg5&dey^Q3iO2-Iu=>u
z_8C!UY~nme@zuf=QQSo4&#HVv9o*ievYd~k@rAZLePHj@W#r6Bo>OKC%D~KtM5Ht6
z8KNBd9FbMVlGifVW29D$*^Qxi6%ZTW<tF2?K*0xUeLwrnZVH&GMbDTw4QGJ#t+Vsr
zVDzntc>l*W?6(bOL1+FOZ-S4GF~<TPDTRf(VQ|@>ISdqByf+R>x>Gs|WAi;>yJK%V
zrmB{jO$6a>zTiRG9xCzPSAP^LAz$<U7{GbLmrWAkMD=n;zDU)ye|zkEDY|`DJ+?7(
z&uZg`^f8X%gu<*rMmG9xu?JV>5v*1rD~BW__Bsd;WJ>|UC)}sCADt}Ki}Aj+0^+Ze
z2`8qu<|G2yMtpP^0lCdLKWALEaVnEF&yvqadow>kp%w3zZ%!zs;?XJ{Eej8V-k~j!
z$YhBi9)8slX^)?35GcsIAR;M=>sYqTdoU%&bzhiJGE%T}E9#9!RaJS@_bNh)w>5vo
zz7YcF$|cqPabDjR>)23tdZ&)*sxyN(9bQ8O4Z*pkW)Hr?C#&n$(s@7eUrZhc{i|wl
za}JZ}eN<DFLL@h`nZHe5&q3*@RMZd%FZNoERHA|J)ixUXgX%5fhKv!0af36CaBtKX
zdRwdu#LaRlp#2U&8g3&ok!h^Q*R-~kJVe7(+N;Z=t!MQC$qX07T}gwgmXmIQb!MGe
zX*r-8tsSDK3;!Qr$?e_#HUWA1Pt!!q;ntIH^<{Un^V1p{c5f9&t$sV4#IqP=te=@V
zb8ceomU6FbNEYZ|)-z=CZzJt$8eh`#In26p^{x?^>ee()vfa<L6mPl}vtL(8VtK%1
z*YPw=H|q`p%1~^{_7$vv4JV1K8Q{Z_IF4O-tb^is-~pawILj99^7nS<^^sM3--^)B
zHUiQ{aVhiN8EL_af&H3>?xd=Tp|rK)Zz<<#s~<G#7aV4-5=$z2cn>TsxADl{c}6A)
z!(AT@dM%@GjeY--PjO^ud}5Y5buILL)ri{6L1pUsMNN>`FHQ5ad(XL8iewa)_OvCh
zoIp-Z_X?^tdQU+B3wS@o#rJdrTirKCK%8&ja^E@P+Ih0+CVrxoeN(H2cE)M_2<j3h
z>Az2lEaD1h+v9D;o}9{O9#-3bKIvI+;usUN4`ywR00Yu1YNMu0eyd^Vwe0wf5K7-T
zZkoY&v315b@lT%LMzGlXO5@FhRvn-=lU(D>c|wa0_piOqaHC8b(sfOyEOYFD{-Ewi
z5x8O6KI6Qh#cdxP<h95!0YDs73jw_FYLH_c-o_m&G;l8o52PL~f;EoB`|8^dB2y_^
zO8f1bcr;??bRYTWs4b^5a1l6i&A36C-dMXBtIpBiH_ZK~{FuQrhuH^_XC8gFx`B>7
z`SBu1G&od8)Jce1Y}KmrCHuJ7$7q$J3)W&01Pq+udv70(TAsN?F&T}2P&v!HCV_Ki
zt=)#$C5s$q9>s^S<TI{<(b`(o`?NHI>4oLIGnjI=x|uYTl+R<$Z6+OzO=#j?O}ucA
z&kIxU)!qKVwz%XCH;FiZdHo|ztpLdNHs<l*6Aw6B{h_OlNT47*xmQ@wYX@&JD&a;5
zCqe0AuVH`foL^f1obngF^uod@eL4))t01EVqqU_Is)#6e#;;{xxvW3`@*G^a*$J#-
zGD=YTCz7j=ZdAoze@F-F%RWpe&3$&zbPg)jyfif8uP!-)!QdzXr~JNg#%z1r7bE7l
z?bBd^6N%rbTh%7IfNHdjzCL>J*B1IRu$;U34b}V`6z{FnDTI=RigmSN5UVSCR7jpZ
zj_(P^`~Y^_iip=1dih4`nLZ(0Z<nf%<(2L&2=O!<O%G!Lv-WSdd4QC1ekGxEl#WGG
z5aF@F<-$8Md{l*wigD?&B1vi41dI5eciSNz!S&XdpeV<E&vdRsT26SQc(j<#Wx{c6
z8A-M-Qli1|No}(B^*lqIsx$1i^Zw3KFouT>P+Hz4tT#b?#m2@69wdGjbYZ3}V~I+y
zBn?&`RGSJKI97O(S0ZcD=<BW#p&;F!Kn}gSlUauQ{0|iPBbirw?^x^WqZA5D=u~u?
zaRwLtReQUJ_M?`&O&+N<^+yHu1R-BBsO2LFttleDx55=O>)R+~Njyy#dgv_C|Ia!m
zu-IXL-dWz91eJ#JMKp+Tf`ZmU;MMLQyZ;A(D%`ThihP@@Ft2?~wzRP-vlPrRP5~9B
zA#JpPpYFsd6Mo)ji`p^G0ai3rLVr{YO+^g;Zj7~gJxIPGU>nB!Ekd}o_+o0__J)a>
zra89hbz1KOm>VLM&?trUu2`?N#l5T#Z4W8`gY_v*t^W44B`+Z2W3adPl)K&PjR}sT
zC7a>gWlC3~z<T~FaATwuWL?aPJ&v>@u|IBm`{zMBLegTW**prTVOs=R*3TmOX`DNv
z^7TeKO&KhA>4|K%@u_QfAKwjs)XCwgoW?Lh&|lEq;$iDYB`O;aAU7j&!JmBM7c`VF
z5&s>y3Nm^U0!N4c#h_U$I6|VcOfy6TjXSO4>5Xol(M_Dp1TA+1f~(Z1ho`u6lbI1F
z>*%k&&${wneRy7b0w|Wf_cRtfr@#Z8#>A!zfb{x4|1DUFPnV0?KMGXszpv1d4*$e0
zT#-4qp|?w<OGGP=6EBOP27N%r^9=F$AiTG-N<`RZm(A6o4A6<$w`1$VwC-C>s!^Bn
zQ18&fiA0h_T@5O&keIgBF_o5r%1O~>OvTedbMagQItqfo#||WIXVyx7N_+(A-b9eV
z^_TWROW64AEUo;BeIU5g_4I>?N5zQHf9Bl{?$~Au{~j+XrSJIyS!)}XHz)B>_kAaX
zKpV5)=y5B{dB40p7}w+ilbxW9{kSE!#zL<Wu~1>5Ojcq<5)|XUKUm#p`eP|7o0M8n
z*yiVX1KvN9R)Huprjyf-Q(u-J8gf;+wEp!PY-|?y*29RvITv4_N|L{s4j6Zb5}WcB
z)5skJLP})juR5U$HSVTuGKb|N%nC1htYZ-fjTnD?d|>0bV2Z%R9q4Dp2%Y!nk!TPV
zq8ga@3K>x^hA`3R$N0m>sw%UCgIYBfMOL%zC@r*l<g5IpQN_0!kgAlE%Vk!B%Rh?r
zV;Pm-h?m}dhKOWFO}`zselhp#(P<#C;O7a4*5q9tgS=NILs|=b;F(e@qF#ncMU8Uq
z!Gk5^2%zeJx68)2Gi;2aw~Fni>$E*q<+C&*k-HL;f2zNEkn4HgXi{eE6o}1p7(3VQ
zWz<Vadr+hRgnX-4$ONUIUQWr;lR~j0q5N)07DkYA<@{~5?HA{T=7seZu~aLYt0Cx`
z&$5PndO@lsnETH@iP=e-yzWeWBZi7do~pmR{;BC%9u0_}y<XxVa0W`(4MRN;n%?~A
zZ1x!EVk7*VLdBm{leSXbQu35hPY_&Y5((Omf)DTAzS;h_HGpsS{8`IQPsHQSPwGA9
zASBAc*41GpBzJ{NyA*gW?#_bT%8j%e){~+)U$=D05Vq^so>ZUPJ}D(<2cQu%l~O$m
z1)3_+)^{**pdUQNd}jZl4|%POGEAJUsx8L8S{Y5+=tp1!<0;!w^`JDZ!jjJ&zc+XW
zwMd7<fjm(HW#TXM;p~>}<1;)+(aXLHT8*H|(h2v6dd829<F;(FfTMoAmk_L$Ukd91
z6FG1b7_Nthhs03oa-|t*K_yFFs?C7a)?aKq-Lrl=HgwS3qkyR(ClhsUoLm|y7EF9Y
zEc<NXYNon%v`>m%{_sw7zx?YJ`zg}&5c)pG#A@p%R|hhg9UJNqy<oso@w-@Y$O<a;
zhDh=`LI|_kjSgbnt&LM!43ho_a7%hLAvTCG=^mdO89KQ9OoyYm=z`C`Stst~!r--P
z>-yCF<w+Y8zchi#@$m}&W<4zB&5Ou}Eft)q*zlh_d+w(`X7c`8D#vJRE$hfObP-u*
z$W0#f$1II(NQ$bc`K#tn4p~MCfDGEP==ax?<%LM0pM^IoZxul*O!OgY5(3d<1teC!
z>`c}7^K!p{LvkywQRzHJXX=yG1FazcUPSOS)GQ?m*hzUxNw4Qs{81}orW-xlbO$r@
zcXjL%C{M#W1GP3pC?KB!n+~f;V*G#kX1E=S;oGgOBSsodE5K*}{QiW@8GU*{)gBK>
z$w{{w$5q~V&@K4*p+tAhpF#P+FbGM3T$SFGmO@xbqq6|y)xrH`3JZ&fP?>5p)on-#
z#+FU&fH4x-BGQoIxM|B{t@iogAgB7HEhWk~M{4!_>IYg?I;pQ%lnuU}(=SLBL~O9M
zc}4#<7iNgRcyS^w-$xT7OUnrr3OsU*a=_N=HMHj`9<}$XjAQ@!_Z_d=$V)pa8liF7
zAxcyoQ{H;fSVTDPZ-`0?t`(^j%~C9=l!68-rN+nS>FUI?;5uUB+nQJ#vQ(ZoR?l7W
z`!<zJwqWZR@mAE{rvZQ)=bb(bCHSv8-lPf%GI(5QA(9>(^fq=#>R^JrS{F1N{kAmd
za<%;jWcxxFZqt%}0J@{m%4dqN`(M6rXQQO%UpY^{q{2`Hvi42Q`4tXS*^GDD%$?N?
zVcSc3!@8)x8|2S$ak|k<C4@4-7by$BXF@;ba^8@m4OFUl=<pDLDX*_%V2=8T^U25`
zzZu{kCkiuQuXo8Gt`+UuDAuU`2}{v_Ch9uwfi089Wpm><e+gc||BNFNIuL>LfzZ9_
ziHK~M2#}P4<x1V2x2f-`V8b^@b3-{K73#dk{VDIkdGIH2_53kr-&<o%^c<UfI3JpL
z!2)r11X6c$sd>4p8^1&Y1))58>a^gz;G#%!UQD;6Qv};hW@H3NwH9<m$B&h{^Lp#$
zyKhrr*0$u%bWA~~U9tMmSN*~U^HMw(5SAMO|B1I{w#LQhG|>{Ki_;S)%Q$Of`eRF}
z2(sT?_MB7c;*)RsPi|!AMyAsv`})0KVPe6$TSi^MFCE&-y(h#uU$Virom`I+`sdvR
z(`T%*^7X&WeRmY?M_T(zVH7HTSw#CqyuvmKz}W%G0)(UJxl8;^VzCf_KJ@<a48zgt
z@_79DKgr6_kfz<hO^TuiE~n|={dvx#zr52ikLXEEjD$>UfEOu$c*ltsd`;3ZTW*Q%
z+=<bpxNCZSGX_TeV6fRZnU`qp5kTE2fx3X1|7y6D2%VlEOaAaq9fxdGu5LtZCbnZc
z=Tw`w$J2sCk3*dkI0fJ3?5sn2zRyR`%!3COmz3H*6m`)QBHE%(-ar=pa^4glZ5^w;
z=%8hml5I-63xX>a9NO~il%LsnKzjOo<KXl>z*JS%EFmiHRTk(9oyHC+(uoy{ryCGS
zVWWZMqNz(_+Q*U$?QkuX)Xiyt_%BGn*`hQqr@no}cd_VO+jvqVT)1fik~}VQL~UIZ
z-O1(DU};a#ZRYP^e=g}@nC%9jNr^4cG+f!nR#0-{RhIC)i=aRjn&$4~c~Jn>J#O;i
zUqr!n<BE88>bRD%$jJq8u}{<VIwLJw@0P)=@$%z&B|zsKHy0t@781LY8dlG%^AB_p
z(;shcbcGatb;Rp=y`AClJX#)H<+p@aDT&BAIonlAp*;ns%Mj(r^$DAuG$bTBy}ue^
z0B@%)^NV2RigVH5B6OR%%=w()XbrBIzT&lK!_#~JUGr-nrMZmhT6&W&|4>R&6~!U}
ztBfIvMmM(`NB##;d{&$%u1T>Xh?n;|DJZ^&(OOD3B|VFo)b|n|_?TZ7i*!Q@_V<g+
zS09OQ<Tl^h<D;0|)k?PbJ7|v)^hZDiBFS}sx`ZT!5UWL9udO{#%t?0=Sg+E(^A&q^
z-q9_992tuy>H*xZXpb7S6c3Z0hf)nm!{g+c>y;vXa16$q=r*#!&f=7~8oZmA18#~^
zpGv&@U5!FBs9~bshZaMmOMW6&KZV&66_Tx*u=Qg+6rv_Yvm^Y{SS&g(TEnT-H!Px4
zA)9pR&0PBwUs&=4XSk8Kk&#hfNUKZD<8P;G0+}!vBu82{l`vm+;>h5-rZfaoOv${8
zw0}p)WK3WRkEeS|DZ(MYK`PEJ#V84A$ntlN!<1+2oODg%HAG!Ieqb;H1T7$v`g&|l
zYHeX}$j-JkotQQ8O5sxkA%g*iU0b5tlURd?YplcDM+K5sg@^49sFljo&4aP`u~4$H
zh-mH{hCUj2c0ALX=aO*bHYH{BCGFp1JDZ!JIng`(kO{UFnqmaXVzP<u66{q;ktEaQ
zLb_skWO;aMe6lRq=*=;jH&2Lk@P^K=G$15}OJmr>SREB)gwfMX<x^IAg0Zuzh$8;P
z+>is~C_2CvHtMU6;X!p7yKXlbX-8%~b_8ApZ{)-69YVKat@e$W2FfPz=Qi}R8%u{S
zah<yqTXi9Z*=-*@K^h^)OXAPB)X@l+M;a$$@Ab{vC%S=w;-h(^0x``g#`J~*Q&&RJ
z_47R=33nxBON$p+6YW`P^=<x=O~`N9xoFVtO{%8x?n{fW_iLaP@+3Dy=aS@!w0KV5
z?1!>&?Fg1vA#Sa%m+b?QY@7qA6upiyYrvM#xiM9zFZS%dYw2;?iaw^c{}qu8<)pVA
zRI2V>a$Ur>1|yB~-$s%R^%zuVz)ZENFWgue3OcQCd{YAmGXYE)JHpkz10xRm^5ja{
zUF${iArxYhayf5~LW!soLy<Bw^?c*?)_#WX>xgtUDrs!BFjWjOtMMv8$l8TI5!o-#
zDSE;nB8u_Sgt5PWphD|$pJag2mOOLr-<O0y*CD|7!SODy<^E__`f7}3+_IgpF((hW
z!W`I4tloKA-5cnqd)!ggAz|ph;!nCZMU`P!znzl8f1~YH*kxticq<;t6g^RjUf<ZJ
z-B_9N+xYg?Yf35~ei&Psi){_o?IM|I0f6lIpMb^HdY(Z&#qB+r^yrIy-*98J_2s<i
z4G-|g?e4vnl?=#Z361c}CCRNpPH?bq*fciD6H>Ru2dWeuBT!!(Tf*7U<>5%kS`MBn
zbhgvjm9a3XTwQ8!Hhd3sJ%qTa7z*#NKt53Ek4U4C1RE6rkO;M~t5cT*8%8-NyYDtC
zfg=I-q>2CHh{dup*q<8N@kdgqyB=#7r_Zl24i`?58{s~Tlv+^`KY_T*JzB)JdGtz~
zb^BHN?S>z3C(<f1KMEW5K#B6CGRUrZgOAZt5blQjpnYSyTR9vDHN{;s_BZQ!IKW{5
z^Ri0(|8K(t8|8-Ur02;_=efCBT4Lc=%?-~dWYDJ-=JT=-7Rai_-l61B;A=c7O?NY0
z*)bC-ph#khb>>%@^ascWdi1B2Hg&7NgDcH4ZWbKl7AOmEI?ScouwN%(?ShOliP<-Q
z2iKQmv;@30)~A+K?3~Memb3sX(@BH54Ys>BnR^-~e1mFA?o5W7X`5yNuQ<Dz>79~*
ziLGCT{cA(ky<%7_{}0tbD!-oiN7cD4&871~WlELHYr<tNQd@CTTA)<Dms&~H`}MNh
zc{?AyjmG?9QddyXakrFe>6&O%=Sr6QNk9r#g-UQFfE0JzraB7#A6Z?%l8?buI`ZjK
zjEG^}#YsvmAtZw!5;cLo^IyZ2L^FNWqlIZy+9e)Q1zR|@`%GmkPEWi%v?l~_k=t$`
ziPKR_@fXU;1Kl%X*6HdbY4?=FE}<ZjGrN5caysCS8J<D%pP7p0Wh@&`rw`1wrum7e
zw3r4$sik!##)<6<N48CF8&c#5v4f8(mR3@Or)LYA4yu#Q-b+;1sj@Dk8O-N@X^!h!
zRgf@pF^<PzIPB_ccz+OghzdH&TDYUku}=GMWF?`MOYYR63Q`CJ&C+5HJh{Ff#JGFh
z99Pj)(S<F>&?*{nqOygMas{C|p(O;1oTMGZ%PYkti@KigPclPiQCGZ1k(~6&*bsVS
z96!%K4K<XdX<EFr;B?3c$6>MQjN^tT`%7u7(WHT?PAMum*lts#o$-)PGuPLLah0X&
zJ46CpPJ!_`NE!HmM)}X<#}7~}h?`hM^tW4x>pp|B3MIDB`9fpWGGciNA06>u{QPlE
z^OKY>AzDbfm_Y~K-PF9^>dr{%o}iBV@X&bei2OU_k~Jq(0)@{BqDdGCR{FXPlu|d`
z``;cNKN4yYd5_B}K|ls>>R<;0tCF;V*BJNkdT`bKq7IPHDC&V^E;Z3b8-M7-f^&|8
zAYk^}<Hte3Q}2*&s%o?w>7A7UeYwHq(-?epKk+;*SMXHQfOe0>Hz&>s2caSf#ir4~
zcEqJV78Df%DzY$gJd|y|-A_}#I(6Cy_?ZMrw8%LrthLaL5}-lbpdN!APhPxDYYJJP
z%FBJ^@2;B*ARR;xDJcPa_W2BYb}*B~>K;`>*J-?k3e#%QoF8>6#&M3NSjGpZPC2L3
zlsq>|$pfE>KaukJW2WKoYH3s^2?t;DkbM5P^O*_HIcbIA4cQW02nnM!Rg?E}gb<Ps
zQb_1Klf`fSnwtLrwzu=jK~j}14Q>ZS<m3aKkW_QHBW&?tJ}6?D9ujG>i6OVuMogdz
zfe}#iZaS4<;{_uG6N9==bHo+<HI*H^r<gCOWG<}XZyNxFxqzL|U^{Gf9kIr}6a>_r
z%he=-dGLTEZDb!SUU37T`AV4}4&{W86d4MWZgG}(6SgN0GFF#)yz_-C{_AD14n`B9
z+MKd8)O*1_cE&gF#b0=ce8{@#ZJ=Q)s3eRWWclkzBL{wj5PRg0g`#s7Q)=d=!s-AC
zMVm@%Zkb%Vg1{LE1a<iy+*PMNR*4t=3NvF-L-9hlz|>q?$ycd6_Br3CIEbhA%mN6q
zCu1ckJKEAtgvQvl!ifAL%!}t2i7?^3+C(Nv6Z06m9}O{@iORZ4)r1jGX=)?^?|EPx
z0y=v7_um{<7mHb+wR!NwG<*Kc8%_Yo8BrkZ(@_Jyql^skZ5)@5sJyMGf(lY8iN*qg
zN%Fx+$<9tsTphA=#W-`7^;Nt=RLNF-o?}g@jn2z$Bn|ovd!JFohQRNtl{zFOPUcb!
zdF#$L#%&NQtZi1YaYkowL7N)@b<#GBSY=t)p?GYM3sG!Hr$>wcJyh`wowJfuSFq22
zQ^d)%;tE}pL}LUc6u2#54Zv<QXcz!w0D9x%dvOpimJ58Kvgv8aT}rWT#Y#XKP<Ejg
z8P52@8T#j^6Z)S(gsV=Pxz}x>ZMiZ(veIK$?iyV+`jhdJggzQ&_rlp>r5!Fvc?fMP
z$^j&8lTld34J(e+IF^#Ss1g)Zr4*!ql%y3X+}HwO9#e|~ma4j~wkcUt&W7AshzSS<
z0I5qPBmiVdAY2RDD_h1rbW?0<oOG;%CnzZx-8oSiIq9bv#!us(5}pGfnole)>xpAW
zv^w!^!HpoH3nb?m+@6{Iczk?QcvR<yHEC@{<*X|%@kqj)W{u1nJ@=d-6Nb>byJ}jG
z{1{ICy-xX6;p3dVqww!mq1O3nb+dA+6xW@mQ)zD1o^|!Mu+mw6m+f($D<=spzO1N>
z^uVqC^}?NKr8Vp&UEWijebg1GPx!eFg1T=o0gZ%kZYxVj=Xpf&amUjMY<J2iNH+nZ
zxk(^Ioku(}9udK--F(TopHW-Y8@{G|%o0`@f7#msVB{odzyl*2k~lo^`*62P<%`g~
z)TQZq8)+$C7IkAGM<ASfV<*#t-v|~B;cVM8nz?Pd?E<cuugt4c>omz!>F`xhmo3Q3
zl^#=Vy4Ri>a5AN&2YjWJ6=_x@2ih}ou0*O8ww*<O(g8^Wbrl4Rft;UvZrgFX`|MOM
zoYOqh?Y6^c&dZ2#8G~YBNF_5m0A~A>j%u2cp&UWMQ%?0dl=*Wb%`FNjN|GcYVI-wN
z5oi-&cEg3>#tN-34;MYqw52ML#Q6$+SwfT>VMJ#=LUkzm<bXEZLH_^^Y^vktmD_PT
zQsSpq<*!i$ll$f9Aw&~_ld#*l8RC5E9JugKrGM4knQgvSavMH$#>fF(x+oA&!#qSE
z1r$>tiDd^eB`N)2WT{GdPJ73$l5iAoI)UrOz7B$_$K6%KOsoY>goLI^Hj#LOFY<R6
zaY>}AUhX{8XEn14B;IZ;CQ7fhhApm^RZOCVY^1dmogfsHs3)d#)4p&C812O`c(J&i
zt6t8=F9jhksUay}yOHjMfC=1@f$sIrLFg`C=aOl5wL$cdlFTO+sQuDIXK|hJ?w*_X
z_;ErU%&40G05Ih^NnV<QlZ<49rPXTgb|4+L+Xo=z@s(Obiy&O7YEGt1LV!Ahx1?JZ
zdpLvRSO&->Oyvpy2)HC`1_&hd)?oNwqM@j6Pf|`AY^xaC2u3lT{wF(axEwWH-K>?%
zzw64<LZ-b>j1)i~ObGr;f=D|Aytjrn8P9%_Z<Mhaw)uHFpzc~rRL5RYwBdP53yR--
zoq$f`W8Vjg{{ZLBbM|G3mWtMibwxWd@A$mho9;?bQOGz6c_CeKpzd*#x57YSnukaL
zu}YyTAH2M&o5zTZ-Cz@FgG-GmRW+2<>6v<|rpN$-pppu+KvKL`0zng~u*5O9SruEM
z=}JzdsplLaM39^)41zPb2exoJoMiE0oUf)U*%?tvPNbnD2|3f0jFa4U_<Z_7ZdKEK
z=}o#)NmH2BfJ)MLBYbrk2N=m111D=Qu^_bykcYJC@?$neuo953FIv=df-p(zwnhdC
zJacIs^<qf__I@Q0G*KY$Z8VWT2_1z&O+6xkAu=)~58(+&8qV`EAReTVSYK&1%(|5B
zS#riZ-t}(dO;(`72qeIvx2-;6QVG(j&#{4wWf{iYa^>|YH2O3~17QnlG7=D;`ASoe
zHUnd*1MAnn439jkpY1co6?G|CexG8~;89xCe{`9$6sglfa#Wpvyo{9)0n1<#b{tA-
zD?ZB+orVfhKIjAxF^<Cn-AE(TwlZ;R-0vQB!K05X1F=g%EhkNgOo%s<Olge{7};)_
zl$$~Vh%+FrTrw;Hm4RVs0`Y^L1Qw8zPRYpMIR||GMmHxL@4k38ffhwVOAwiDW<;0R
zhQb0#Dtb!8Xi7lIDkWNQH{ToYzy`FTOL1h9P(pK@3=#ct{(0g{_*=4t>&^>lr<?Pj
z(2A}Z<4&Y2_IWNa7q*ZLl`xU3u1*2i2GBAceI-&5-|ZBC%A2a@-sm@wL5RhUDO26j
zsKl**vqC|EDu~}Vy#N8s3|p@*Z1yaUUs|@y2nkgxiwUV3Km~JF&~{UY0A#94+$5ig
zI6N#{K{x~*v!Be5*Ye<Mi3-63PfTE7d^--i{(Nqh{_zRIi5f}#@zb_{(;P!w>2$c^
zfK;NWk*;Zht%6KIov#<fG^_+6w!k@35+n(mU0$l!StOm~8Z^!n6h^}&Z}7+KKjp!r
zC?JjSF@iDcf_KMG{dx~hI5vVn1ReGV(;3g<`S4(br70Nh02s!7HYex5<;Oniq^KQ5
zt~I`(pEK9tjpiEx2@*ldk|gg55$PIU)}3(w0P-~&P0^0#jhy4IYS`R%`ucGq8gDy{
z@7VtU6Y$@E^&Ch3MWCeI<c#k{ApZc|g;jC4ufzR#k&OiHr*Ltfr(K6n<?!PcphL?%
z%75%g{I%N}t-(rmfPSL!waLH4M2v2Rx)Yp{(__?j<FA%R3ER+TVhF+5{7Lu^p8}dd
zAZ_S>py}}2af9o(9f~#s(46P5%liI3xT~DsLCW4<albq~00jR4q{x}Pd5Pu(&9t@v
zlo8wSXMU&XH}(GjUOs5S2hemNdiLqu_WryJbQNj)pq*V#J9_*&o;eoD+!9C_?tXjk
zfPFY=Gi{BIx7zo_fWV7^q#l;P<?$Hhjn3PSr}FFhaj_Txcg}OU81)$K{4w<7a21>!
zWRdRd2|4ev`J8XI*yD7JV*_lBzJ0%zc!I)4zDLXR<_P#1G4ZsV6M#X$_l7|y)8+{I
zZ=7-6Dbfx;okvZFQ~J*zQZax|+3$_N)7OrnAdF!2&U3bZG1CX8arv~#(#Af30kQpg
zV#_Ac%68^&2jTaxJbr(z`1^yu!;QieNgamdWa9(%^Yz~xeFHf=<0OuwJ$Lo!dth|y
zz95dCoBTeQpB%W@BoIz<j=N`#lAT1Ifao{;_uS*Y-%h-C2sj=7qi>!E@a^b$OeFom
z`o=hEIoKY<BzMnV`)&PxI|O_I#^<iXpvSL#kK{NKQ|q}n&fR;CpH0uFZa(Q7?T+6u
z`s?e#_w@aKm|O-4-B{d%?(Oi%+pgL5`fND+pnwR-8OiiH$EG&=WAWR*jH@7E>^ck$
z)OvLtHzU*G$K5zM!5QnE;OD;kd^g8_+$bM%I)1-!aFf>ha=+iyU=c~*0OKbguKNzz
z?Z#>Eoqz=Gj-5dG<A0Ciz|9*RckSD*Pv{MY<Hy2*y1QTu4Tes@=eO|N=aeFCdyod)
zq)h2^);1U<ef@l|t^t&iIuZ}VvG|YAryoAK_~RM+Z@|5?>983)jP1AlCvWS=H6U$_
zb?t+J>PLT;ctJbw%R!~Jzw_G*faH2(s69Gw*SEy?&rgROicWEY3b*Z?_uP7R^z`3>
zB^%%nJpzaX`g}LzTpqg|f_nW=*Mj?qHu=Y&Kj#<$@;yi0ul;Zopkq-OCp!`K>M^VG
zC$}6_&>-VrNZjL22>1@4Ja6#dfyX}#WA(Pfuc_(jlgA|_<8V9m1Fy(`44iM!a0oHK
z^!*Rd0Eip@o}*um04cGs7&z<?U*a+8o`>U(1FZz)o}1(iuzfbhNAl`6;Cq97=Od;z
z{J;d9ep`I_;G}FaF_1w6bCM1{PtQHNZNCUWiPK3V($ixf3@;<sa$>+wUR%stt^ln&
zWDW7K-*K=9zI*<$#|0o95sZu+4CCZ_ckA1H<8i?CCmGm+H|e%E{68+e_zY8p3><uh
zJCBdY(|iGr8(>J&kP|0O`E&<ao~V5^8hz`}02JBONf=Ig08R(~Vs-<sZo`cnYhk`N
z$;R6p5J1QS8OGkfE(eqqZ?@nAu-hcyoO}SrdVdW(t<C^ea1Q5Tk)HiF+aqC<lfr-?
z+5w0&;=D&Ydijm;qfr;r^4DGPUZi061v{O|BoTqrQR}z*Z;EdRY=S^JCvsFj9>2#J
z>A>QHsHkkBciiobhg|mS_+yPhWs~PhDQ$@8ThA?62}?|%yx~%@_d;7a^cm^HfVdi;
zu_jFP*Xd-C0ht@?YjYnQR!7=P&1P)N5YQQw<i6cF!EGUWRBDyvmB?1dWy7Sj;*zoV
zOrQxF<I0CJZpS9BL}>C9*^n04QchGFU%K+a&f1a-VL*(9E2tzHLH4=$<f&HtMOQg%
zZbA0?Rhp3PW?E<H*Kk&uW@_Mu!w#oKB9f|9H4?o-QI^`0k1T~#q^^0@Wv|S3-)&AM
zI&~Su5&<d&c!)I}`jSXa2i-^m)w?#9IDZa7TEA~m`$d42N>D;WV>V4n274b4b9u+-
zm$ynj(stvwuDL|QRlztS5lKo-RVoYhNLP7M;cd!<DF{o)xmIT7z`}ev6c%lt!LKtp
zxhP$}7;QSEsIhsh^)j<{R32JFt-EgBQ_^l&)b*`N33BOLsPH5)s5d3JrKKPTpHhPO
z`sYn1qU1jg+`X3>R!x;HnK!)pbLe^{$9ut!xQtU8lF=xcN3tU=bm*(rrsY?ktyD6w
zVz??^KZrY~mM4D5i7K2YMpP-{om-O-%8aKH;f*0oM{K&mQWB!lf|8<<sBgLgrOtYw
zLXYe=vyP&Ai9WanDC>j2-aWXT@54J?_{Ue9A_7p^Zzv7~rM~q_xpjFGgeNp*N=3<n
z3I=;;{{Vz&`zcRC8d6_h<7=11sa#vsVdXzfK*K@MDcM7>I_ud~OQl&vAdp@94f%6&
zitD3ZwrySNEz57q6KNGV;VV;41Sz)=<4z@P$YthTTM}bDhZ%j9xYE+3sPLJjQ*O?3
z-Zcu0>WsRDLa90GrO9wkQsgYVIze_smz{I{?5Qp-Vmmq1wH|@A5|(C@c3iy0uCs5z
zp|FoNTI9`gV}+V*KvI`xI<IHI2n3}K>eTYcX&~x2vrbUi(Wq2-blPkn+fATJnKD9v
za!a59x$_mFASu(NMvsgjnC!L!@Hnirij_)845C0<fy`21_h6|Y!B7Om-Xq3w>79)1
zzZc=np&UgD2~x#MDU(#&jVhxmP#-91!i29Pa;ZuH<wjFs7%i>Yu&u6D-L$%LOn5BW
zcROr0H5I!2nk>}4E>4{JugD2Ys#yss-53K(LtMJuvp~4(cEwJx?FyeNxb0qTcu?zA
zG|#5_Qy7a=hUF@qDdfbFMVuIRo|jPDuQIhs!3j{XC>H!m<1bT%E<3cK!|czIEPJ!t
zTy<+|Mp6={q<IerQ4}?WNmD9Pipsbyrua1Q`B+(Ka=I(133$Bs?c1U{q_&qNt#2(1
z)>}+w)fsJ}aN0gne4vzq1_dXZsBW|IG|6HUN{V%*<tPLpE~&{WKu?U2*+B0U6AKD#
zsG(^0P8Q-3L-<;x)TK(OTj9!dGNYNsnrkCPZe0loP*RlH?+Fl6kfb{j>K-8ZVM>7}
z$FSwq*`U1QV@;?c(z#^S?s;%(jmd#l53@#0nC0(gV8*AQA-K)Bwo-+>w;ohG=HE7{
zN~qiQn3amypeEy0zcSmAYF%(sJ{+h4QtPrOI{~QEUTsgUm{fG7b6H$;%u8gwlwJfc
z0G=0?wjx2~-6~|aNpIQ{Sh}Pv$!=?&OR!d|;ZSXH($PB8sIA8c(h{6Qe-u6r>}zA0
zT$|**wMK<%Q}3>2Q5bsFiz2M+3u>z>)}=iBmg+L3>X`CoRpR?hWuOE;8q%`DxaGT3
zUtYy84{1qgej|&}HX5dR)?BJ^I)aqc$XcAIS!@T8oTW(!PlQHKb@na7_;p`sxUv~b
zYI2{leW9o|99M^<h_Oi0DGPNfWeq=1-Br0xx0-IVyi%ACEl8ECHX&_Zhj85-x~)BM
zRjY97ly_`e>8VvH$YxxdX6>ugS%XrZ#CWKwK$?c5sfQp>V7$E^bCO+kZUn_nMMPC&
z#)m3mGQ#B=h0Ac$RDi|=w%VgsqdeP+2?>zm+tl0a<!Le8ZKZpz=@$jg&Rxc~Ab6!k
zGTnBKNwsQRjOBGE6)IeS?02AtrLk|pn&6UL5k!Tl*IaFGI#kh4wLC&A<G~%DGU4&*
z;p&G_fg#UexOs_iRcX(+B?^O0j@9PMjI;oi#7pv<M0J%GlvJjXolZBOr2hc4Bg{PS
zvq}n9+oq@C{2A(WQXrn`lGA)3D7BsXhjMofq^(Xq`qY%>Qr4vvpFCJ8p{dMDoD}u6
zi7=27gsQ8%Y$dcb+#%&Dri>+JDTfJh3MbM(h!q+{FB3A_YuT43naO)j657;<5*UYC
zTd^A{z-<Lm+5sS`TMU7K50yzW75%#LYcfh!3=UJp5*OvV;$ugDo_x4evh%45OD&}i
zEhSGBg<vEdYQgmjS(`7Kyu7+Ei<+3kO0{2`G^C~!S7!SJb}g%Y&)IFMl}HGfT7A_>
zQsp$Hd7-?v6wo|I?+pGCyf<5yH;BsZ;mpbne)Z<FmbIBS*Sub{WW=LEx-OAirrYdW
z4=JarGAp&1H1;X}-WItDgofiVx6<m>`N{pB{f&03+0P8)wOyfRg{~*sFTg)jM@0H6
zmqKX!KHUQ-uXT*gJoQC=bxO&iU1M#qTT+}4DNPSw_N(nDf%diT4^6_?QfT-|2o)6#
zs+qc+)f64^r%Kb_ww5XQVvs)&hD)x-RQGV^E1STtg?RoTd^6Iye{of7ww*ti9L~J1
z=@p7JNJ^@`N2Su!M@O<6ixMM-CYV!WCG|4mbgfHl90SF;atDxb?E57)^#-3UG#ft3
zX3C>XnAvsh5a!W!rc}n*Wu?>~VPag=vWD_yd7esIaS7ted3VYlUf9y<G|2F%j7X(h
z5^bncn^b5@^J%gvQ6Y$MP~%KSh^Q^pl2H;e8w1Hgz{7k#{I}(8vu;C~Ooui#Vl4Uc
zD`q3ehVoi+Y)V`gmI4CS<0@{E45!T066ctpGO>@R8e46JDW+6Xs#+Envz)g70N|K3
z&AO0fEt1X7RHMXHRVEHRRmobC9CQ^XrlsT~!JU&-=%`y#1g!z$6C{~R0T4`LA=n-l
zt?Q!Eqg86FL(Wtin)A_wNUx?hkx-jY5frDq%q>krW?@&Bf&`$CElF)IE>lqXZyudW
zw<*s?Va3pGstvp5r2vQ1Mx{oksr)IhN41s|@{oP(xI&7sNsukl;?tvqG{X_2GKCV9
zAq=w9X$4AA2>}R58B&e_01`;t@Kary%@&7Nt`<F|s#PX+ShUiD42GdZc4mY)QlyVL
z4QWE~r2D}`BdjZ4bvojbkQA)uLT!^eQ7{1^DRD^?GM!}M=t`1?+YtdF79>pMD>otv
z)|9D3OvFq9hWJ`=BF8FBW?Kx$^3&zCglK7`1fjHq1cbJPB`Hcrx|F3L0f0FC>U>07
z^=j8NdD+f)AB3tbu76$@j5um}(@~c?l`+X~tRym8ZX<C_HiL?ExThRYOFCN$SLp+H
z&TfTf+?Dx7EjLNFYSoDZoF%kErN1@IlYylHvI_Hp5><hmarwMlR|4*?RzjGhx`f<*
zBRPj#aJZ0DAyXk+Q`GBf1eFFFmKt=aAZk#-I5@$p%I_C!lLn83xaf!hDy-ssIgyw}
z((82Z5N!prX2y2t2~7j(AVc-6v}VRBs5pb9h#-hljn1M}0kIP~yc+WMOWcCypD|pN
zl(%y8rWY^bKn#+gyJC-QRp&}nl{uwpOLr7z5galUFt-%u6qJudo)RgB-7u>1BYDyP
z0J2r;J576}w^FM;LH0>NENKX4JQ?9mCsV2OlG|XR)u>Qkf@Y+iLs3|Da+40>=H+&(
z#8(}0Q5=w6ZY+s$<7df2-C~6nJMV;fjtGq<P82lIN2Gp8QvHgFPh_M57-*bhyJ$Ed
z5&^*(8Q9=$jPcn~vOfYsiBcVAfdvQmV}tPa-b9Q40E%8vI;5y3Mq6_g4-{56-GCfw
zqP=;~h%JBKwV4(ZqG7Z)jWVd9D*2}qR^Nylp};{%1IW$@&dXZWk5ipk&i#Atco^JB
z@mOv=W*dyd4I!3eu-aK=mYYaRZM4&2C~daT0#Mpg5R`xtkO1I&Ud>FRwIXBe#fu7>
znG&SPaSXE^h9iexedks}8)>8^ZaB4+r3gtR;Af2Y9zb=n3KjyApfD7Y1{5=bLFx~t
z;NbBA%BLJY5Tdn5G6H}D$P;c;et2S1qS|!=6DA}`1DLTAH?)HW*l({^!fo1#-x-KH
z<Np97qj%rbk+*DTZ1Bn<yb?eJXKuM8Y>W}`_3yFk!-LIw^+ugC&Y(eUgBIhPSv7^a
z+T3-xG-_wIFk`GZl(Mx|9H*tltquh=R@y>Tu%L-$ut#MnIQLHZ89g)b#(Mr7VsR5S
zDG)5uLE06WMh}>RZS*nHa9K3V20{Em0%U*bGp9+nm?La_Z6K02&ifqW1N}O7+hM@A
z8{bYadyE`@Ir#O-$IGtGvaEstAd-`eU<1CxJx5>j#{-an4#`q+ft-EdI^**>$F4KQ
z5<+yjJ5HK&(sl!pF&D<Uu+=6^^MP%3xaJ}a@FA9n0V)8Kj;E+S2*>6zz_c(DP6l#z
z9-gFa*XQ_-I5aY(oRNc*k&NtnpQmByI59$W;EsfJ1ALrz97QCbGbdP!T#j0LVW10i
z`F>+;Y8n3k7TDW;y6@Nk3I6~s_}vL9)JOv-sPB)D%j?HPf}#NL@cv(|`0N{6Q<IQ0
zpW*5={#;0u#+sjxmA{{zu_{2Z27HL=KMV3dQ^y@~>%IZ}dVd}G`VrKOe0ui!WANZW
zMn=c4P(}xQ@89Fb$!O}y1g9VX03E(ZY>a+~4l%6htm!=umzMh54MM`TDG*=-0K^Hm
zBYvGNVBS$qaf}`N^z{QBHsj$z7zB;}f79c@<u;<ALPn8{433%K<<#xQDS$>mAzNT8
z0Ati+IL}eP4a|`jA1idWpG-Uu02Tw5v89hKPfKlr#Wa(?03$s?C*(Fb{{TKXEhDx8
z8R!Tf9POS5EjT+4=RdE<fa_0jj+_4gUK*tCHT#J2`e78E$IGd-U<%QZkaornGk`x1
zyYO2fpg{u%VsnfU(<eCU26yYh($Y#u9md^<4Xy3Wdm_PO&ARLGsidbVj!NW9SR?_a
zBy>9Y&rz1}M&mpU$s_<si9Id^o<MK5AY4R~5PrP6^1+10k~aVjqq#pl{XKphCFV9Y
z6>YxVI%FT=kB15CXPsQFzGbGJZr!x`RTUBuO_k@<r#rdGW<2(zE<x{x1B4CFd@H9k
zMy-Z$268)&zn@;bIs}ojrBk-T$9vzF7zrdBk|SB0oiDe;Tmz!4F;j|8Krf(e=%a)3
z8c*^(G`=P2s%mW_sD$q2Ip*~MLDvz`;s)E~d4mIPo%nQ_{oC!RbxP8#;|F7(<-vc5
zN^5g1S{*<qA(>?gI2Z_(9Fd$Jg-wpXpAeBLSCBsfl5gZXj7z-EpPWP+Y4?0IG{+MB
zNUm(JHI|e+fvEvRe0u)?Ebyv^*0htp2BHY{7{)Mr0o$SckyfgUv>ICal&~97^(-GK
zli#WjUZ*@b6y*DZNZhCs^u~MqPI2+#mGlN7BXT))fy+*qme#ktN3MtACVIqar((*K
zfCf{QY9tJjH|z5|<A6$M%2LTrutD75b@Utl2Vy$(JRYk)>T%mU4*vk7+it#_7E8*M
zQj$R=B=*=1_s7I%>yDf&e)fden+xsG+X}dW&ukIAjn(&XPQg6^>yCpMBL{Dn02GB1
zdTo#Z^atsTZZr7spj&84LKHB16<{4b3C8C+I0J5nuK=Ym5TF4VBX3dj?bv-fW3-A2
z8bzXJ@wgwZ-EkNo8{hA)2^|Up80<%1UGjb#cF#}1k>sf$<Pq;2{6>CTf060JtxTZf
zCphol<&p<qhXr$57(vDX+??PaP5wCi^WQu)uE_-;3+QZg<>drudBox8O-!aWv`j(s
z=O<Y<wi8}L+zY@v<6+Qjayp&22kF;<Qlt585^${NAmgFH-=;IT`s2C5%G8$iBqs#p
zJMDpxcNp)JpF`WP1@lm)$5OM<9{cU2`t8@h;e*6xBn#>%G<5ig!rX%(0UJf&dh+EW
z2V7bWu^MAm?YQz%(I46RLPqJzk|0M)PLiOaaB@0yz&m4yegfTxNMWV2z;))Gal(@3
zv?0wwyn?)a%_k!xIRk8Pg|w}yl?o-aig0y$sT7Ynqy>KIzhYxrf`I_+G7_RQ@fhLD
znNO7k(#zrWr6e?xunrpmA+eO@BO|6eWC5Nx`{b6OC=d`PBf|g-^%vY5K)9Sx?#_D%
z@g$idH4}b!9R|HHR|&_VIGG7Th-{<GN!9|<kgY0E*kec_ox%6I@Z!q5X_D!xK5E;0
z%S%OvnF_{`ph`}Y@!TjV^~VUMw6NMwnWVX=034`{ft6$sa0Wi;?oY%6%{Cf-K`2+0
z9$T8ibm?p<O44wgogkcb2iH7Nc8kH83e5vC1_6s{1nN2%*7%jT!c~yk@HIL>lb{;&
z=yt(vHfmLMOJNE+T&K6?Y6-|f9$M4@Rt}Oeox#A!$=`(=uO-LIl%~|eQUZ_=%8$5o
zk}#}nqCgnj9sBV}H)lP?&wbu<d5pXAr$UkK^y^lYWZZ1q5vVcNsSQ)7%ZO?78m~DO
zu+dycUy6x~4;SYpveF4%2JZ0ahpG-wuXu)}ODK8TGqh)IH{4=lp30bzrH5*4Jtery
zOtm{TrAA!uIyw^u5stOLLC!MOEI0kz#VS(L5RmmPI}f($BozkJ_@uqy&6Qo_Z4;_9
z1151wR7}-VGFIknj{YesPr3$WH%{YWD%ZlL#F+qy7ddv!g!IVKe8s2AQ(;K*KuX_p
z3M3RL45cLlIQ7_Ijyge_x@5@GV`)i__F5WJP6#L@91^3sKK9ug@n5`wy=T|%i(;K?
zU0lHC6#@6BCgO7Yrc>Ay6hnzkTT)?FMN(YHC7PtiA<3nr)Z#M_*<}i#apz-2p7EM~
zyK&NOT0+69R%WwLZS^*X8;YrJrLgcx*=l7f^GY=Vgzu4&#f9+-3a%dS5lhZf)6lh2
z<zT91OuI^obeA4e?Gj61HiF`0t1<{9q+y5Kc`T_ZTAnBjmdPn}xKfma6(O}Kg%Fr1
z5N0iW4Y>L0<eQ2oExAu%T-@yDR)FPVlWK;cQLUz(Y^k?y`=VI=l|xg3B}rl8?1B<P
z+i1AhS>z5~c$iC%)o#vBK%~ZyQe2O1^9qe{)S{q-m6u{JH8m1+WS0>hLyi!VP?tzZ
zHUrBm50*Y3tf;o-GG!u&+m9KQioI4;b}E-edSP1U)+$q<(7Ds4NDdH{td^V5!wrNZ
zNLod`Y}%yM!H02DWlV5tL?3EpGM;Z5l(u6!v^?rUPNJre;zq+bIpgJe-)=pjs^V+@
z;^6cRaHf>vn?+qUMO|%6EfXt!ZC2AYPNf7$Ww4UYU=;J-@$@!(H9*?{RlNJJ6sJ1d
zbTr#*QAqugN(ok=XLG#G?*t$cky%wICBm3nb=R1Ek1RUN*h9@PLDbrscn>Ya9h5YM
zC0W?@;5uc$p-!0|@{pA{R)!U$8n6O_bFjc5kWZ#F#hBb&n6U0SPSh&a)JNvNgzJ=t
zB}9<1qy!b1(i#d@k~dOHv4C<hh{?;YP1+p7kIW}(Q0jE1t?p`GwtXRV$+%0jn`Ube
zSb2Wh)UP$sDKgo0WPqa1o~h3rw+Z&?*$T>KIbPQj;g7P0KNN>4yXH{ystu_PI@6il
zN?e#zjI^SJl@tRh81)^MtwV|K9%0tjvWBx2A!Gz8X(|N;Ae6ReDxj(a!i3lCDv)aW
zi8#8U?A3_qE+k_J^HS4<05gCTqA;QOaVjd6wqT*z&(xJ3JT_cX)U2eh16U<Mlja<I
ziAl*P0B489_#x%2r`G!y?axSfxL!)7(c;wGL)x{1wMKd>mXNNxQiFlhxKH06465~n
z>!<T_kymAqLolXN=g|<7Hr7&v%tD+!H7hE{a7M)Xg%7mez*jQCYqXp=WkeLNp^)J4
zr&fa2w3}Qk0xyg=J3qzSTK@py)ZkH*moicSG6Gh#p(mA&qtsUQdaC`?Uz0iYl4r|p
z4VOtIFcc7ktw5Z9={mR1UB-GFPHCnZ1nE+NDGM&G3HNmrgoNM_0QJ}$5OKtjm*EGP
z)LAK!6;yh_WlK_17O2B{ItT~*<8ektb_9*a>gmEF;N*umVtGhz%%1Z|DpQJvxHS@2
z(^i;rBopqEHXH4+JZd%DKFU{CG~FL)xHF+BDFAUAM42Hn3RdV;z}QTf)<z@#=;Dm9
z;+>$WC1el~(wwj(Op-e5uGYg87Z4?B3<W6&3R2T0Dk@Ud?-t2O$s3J3lk(qzu|#}2
zSYg1IJhZywr=d=wNl-dcFh@c$kC`X64qD$7R-Ro#)~&!QQcfSF%0@~~#Fem=f^(1o
z!5ibh2>OLxsuF}b%{-UN5~qq<2+3CXQc9D8Jr6)JpH0^)De9RCrE#j2xeAtCLxK`P
znL!{3h`*`EdRlp<D7@3Gp#UTY5TspEVhFr*+IE{hmJFED;M7*OTUkV;fZ-);DJ+F0
z2?c4?2>=`gZmg1b;9Yj&_8L6YJkx1%Yi>qL6c?=_@IsVTm6W6m9XntS+wjZV*X=SB
za)*;PLZ5NJC8pU@+Sn^9c}UizoNexd(C^0z#eM1PRGCHer9oO7@?I@8fDQ_9l@M|7
zd-_f@u-FXO7;`xV1tJn4>PA$^xRO<Pw2qK5X%8eIc!5wPjY3l-Tpol>4s*{5+OnHv
zy#?g5w}C@%lAsWrXHeTY001<oft>Htgb{>=EogG4mfR~PCCLs1tfO+RO9L5E+o3yp
z@S&@ho^d!~ZnhW>g{8zHDGO0h)P)eN6poqB2+nsLB>kiri*eQ+(4>SmjG<Tw`=so9
zrzabnZg}Wv8whDAxFlvISc4#dZLgh=D_=drN{WaYT68u7$JX(K7_{m21*xc&BrRFN
zKz%?U6YnnyJEa{;fl=wU<Zz^(!sD(TAU=mtrKW>{z@z6l2bk)WsW?{oRuWD!J^;>&
z-98LdNtYGmNqr^Jsg{C}%2G(qNFM$HDbf$!NjV%6DqD(ua<&Rf;r7xJG-*PHfKUzw
zaf7(Y&(Dh0??6jaVxU!FIa8LwPz(}htPlwk4rvlX@2n?~+cxvOX=B$9q<dKuh!Ep7
zF&f{{r(9?+S=cD*((oICQ>jP?7y(;wg63j9o)tPfPlpM8YEo2O$`TQPR-#BGj;B_4
z@4pMGHDNUxO5R+irASZ;bq_5layU`Ljp-oi(~KmXWDNJu48JlevD;zSP>`U{oQ7Lc
z(53l`0Vx4UPOUjT$5L`O9AV{Ia3TpMV<?SD%LB+v0~hPAG|5kOBP?XgYiSqOFJeZw
zw2U$iQJ=c2Z!LL6E|aCFo=DUjS;~~dWFL8I0O}!G308XP%Y+c!J}YcOr$<C)+9_!T
zF0_*3hJE!f-cyRe8<phb^*P{mCL>g;Lky)WN><mOB)0lNko$vD%E==*UP4kvLPw_@
zTU?1JN>=+#rNE-vpJfSF<b?$jga*^GC3rp4wogHnp$TX}OL;_`rd1v_Y9?+(g9(8f
zoWQ)w&8ad+ydgHoEH;QFTdy*ACNlw)Jy545AOn?oi`hz6Frcg_B&!L+bAWd}vxH^Y
zR;pAUMLCCvh{KCeb;P#kn&8MQQpdbf0MdXmkax!5jNxS|jOs#3xCB9oNCbjxe63-H
zQ4?THM8(9|+C<00;$$#B6e*0g%6?v56NmRoUo7nQnIsH(#?_}O<?ed4!3j@KdEtYR
z#<i-G)ta>Wi{$E*`;H|f?1sSsmaucPO#~wziO;VF76jPT9}Ikpqr_e$S2<V9`SL<=
z7FvGQq)L)jphCZUA=cVKI~JQ-cLQYEAd;+{{sfMh9X?%hcR9}#SOrqy+yp105(iz?
zB;y9Kgk+~l1SLvw*dR-bAjH~oq<}ZPZHyW1o`)IVA6>Dy$4qwh;|L>SN3M4xY+z%j
zrg9F%d^q`ox!-Z0T!W1N037GH8xnTG+>kq9b?P@D{yjbeix{8?DJJ$i=@JK?g3%U%
zIKz>+IL=PTsL4OT<PWb=#>KUy0!aXkz8%Ihjffu(-ySP3?KS7^!OA{cTJ~j=aa66l
z%Koal>gse^vMJSSeX&DJFH{|iIwOt9hV0q$DX@c$xZ0eIsmN_vO7TXj@gL$5U<LEj
zo9X~y1I&xSfITt$V;n%^>1{<M6%YoI0&f@T{c(Dqhppz)=5T>90R)l-q!9uQ<Lu+t
z**Q4K1F_$2`+QGxoyPsR`T~k`l1Iq(&rE~*8}=CS`TqboZhmB+_S?;@o~QkyUAaB?
zKeh6AB>i~Yc#H7>kW!v_b9E^_K;|{x0nc24SjP<fQh$M85sAOLR7{ssFa?5v+pnLW
zsmHJ4p`0F|=LF~Df<IeljL8RZGEPP|+Ze{#{{TMu<Hzao72*p~Bc2@G&c{FP7Vgi(
zb63g0+m4Cx8{!WG{{RD*H^%wfnD=-IDLZZZTw{KnNbGu^55=eW74pOX0J<EB4>zE;
zQ*9s}zh6_2U>H({djXu|JNkG1V*_jr2C=Y7!OloNodz+HgP)#w@{?lthrg7?QTykg
z-0^MpgF>4I7cnn?E=o#VF0D^Ssk*N{D-DK_>yg<=B}-GFklG4Qi2i<iM3E1keC13v
zKIx2y`IC1Syn^D3A^jDAg*qE4^9n|iy+mwy1zKk9sK;L|56ASqkM6a|{jziyg$;7`
zF=?2MB5~{4JCC6qho{8!^#kXU0OJo`{_z`i$Ok#-4soBrXRjVU&xoH80OWJGn|T`p
z{?TskgpztzJDvJ^=ZA-qJ~sL1%DeuDa8~(?dtUaSs6|E9ZCtkm`-zI38Ef+9q7UuK
z6BPoY(+gaPQX#z=MpI0;A#04MTUaWPNR+5dUeGWvguRl^A#gp>m}Y=14wGU8+V|X#
zREfX`zr$d5_21Xy`JM;Tp*c~iK!VUZ<;!7&<GFd%q>-@b2~q3N42}{urO!jX?V26k
zZB1^WLAfcAs}!lNC@C^v&W?!;Ea2fP(B_vLCsS)mn@|c#0odj1ZHt53-oa{(0)0_x
zAYdvqWqCVqgXXOocE(09PI$DX!a4~e2Bhid(;1DR6`=$X;z~(20tlT%f(6Z|T?O&Z
z_I)p0l?1d?<ivD9Xe41iTqGtiDIEYSZAWgTozFmvSUQLqBLsHpdgnOX<-hYEA?IIx
z=bR;Lb=MtPB$KJdl_=!(B}yl^0F>Ibd$}OsZMom-G25qKP7n;KN_iv+waf`N>-_MG
zP*bZ_!c?UwMTjLpfJxdkxd&08IOYO#k}#YSNyczGo%R^`_Upt2@e9r<*DX!kBHfrB
zq0r`*>k{KUOLa=zMX3%$$`$3V9U<Jdw5Y8wRFJi4Pq8rLi(eMLAWtjp)LHhVw2SV(
z$x@$h%W+oa9eSHxMZ{@XGp492Ju#Ow;HBxOQe&aFpaq*un2JPKstb8?WNVV)e3iUc
zA;Rff%2r8r#V=cglA@&*6OwrSLH_{Z@9Yg+Q?+b+S?yN{57F?39jWY1HCsft{p21+
zI(ta#OHNXnPusP@O6N6dT;dHSDx;)%ei7}PwL+VNIl!puyQS5<hIo>jBRc8A3yPvb
zg~oH;s;ejv*-HvigN~yL*-+z6Xrb29w5Sk5(iAXHrsJl1<Zsi06xlSnuO$w!g`q12
zrDH>^tN#E7GU_nnD@Z#nl_6=sAc8noHrYVw*Wf_zb|m!1{{T)qmi9P3M^9gdayb2|
zdxB7L0+%bOsp@j&%!gY^&JwJ_1gI;*NSlKi#Kt~TYlv0Sq@tds)@E{)DL|yyNXno=
zjzn5U@q;Q|K1CicvwKt3813%Yo`%H6)7>6&G$K+)!M`yGd?XU%@)k!1jlRpNQrmGV
z2qZa^rA;UdsV<>dTT4jYNO37rf5Zm}X*BgI1Ty>V_seg%o%#)d>@WvhcFF38yCPI*
zl>Y$jB{sQGr^|%nNp&igry|Q~c?pbTzL${e&a9G#i*7KGmmYDlQ=TqYc8$&fLgTIQ
zcb(z<Hk`csXs%0-HAc#FI=XdL1b2p=uvgr?@)BE4L^{|=7_Cpj5ydJ{h4BO;uC369
z)~aHL*81QfE{007_o^WwZMLN)MplKBI8<L(v|3b0VnuzmJmL?S;#3GoBV?gK;FE)r
zGw3t8F(uVkZtB`;^lEiVyHb?32=wYyIdvKGRGh6zj}jYhyx~F;RJ{$XB_OGJ0DzXc
zuA1#??0uFayP~x{sFb)dqKz*~khbG76`0XWiA>2aEhzz&6v=tQpxPF+w42WGm*Ms=
zCM=ffHP}qAn0GXGWn5ES^4@Zv9Yf8HK!&lYD31&)RMoVj?URd(QkKI}5YOgc_M!gO
zRJ<OY`hdx)s!eOu91DTC`K1+I%bqItpg8I%n`uaW#|kBGI?Xy%lJZuMr~RLMHBSy<
zjLJ`WP{VK3RRnj11!)Acn#s-=nV<nNl}e8ZPAJ&b8cA4fl_B)6NGJW;bet<vaFPfa
z$3hj2L#X48S<MM*WS12sa*(y5Ysyur3&8`i1P!`$&f^1#AL7%J6<$#DBCk+pDE`LY
zRZ5L!*__UwC8f!5OsLVEZ6{L?QzT0$VJiU-KvZWNQr09Pn6*@?Hq|B@lL`{V4`~Ht
zCsKojr6hF9ut-Wqf5bo=<BYz~_SS>7eU)dl6m@K_g1?2a#A%#KNvC1X^`up`RFHeL
zR8a*~u~FUtrXOKwAu34&qH~6-nzgnAYR;F|!-?^Civ_h51Q;sH;=^SrNreRkNdz1%
z`9W5b1Dl+%sX}>7N^1WAwGh&=tx9f1Y7A$Y2s<b~!|pJkc2ZVB134a)V}MeSHUuXC
z4X}D0x9Qg(6TcpDyeUIXbDg}hs8rdGm|xp!La9+?BrHmD9F#n#$WS3chfvRwy*gDW
zC<2ng@#zVKfRHqRc1gg%00EqOW4CN)JbVxRtZEZc$NL!YXpa8?v-Ne2yrhIJ`e(S3
z*<nQ_XG#jG-Fc9(khWh#r~o@B(YrQ~({;>d1hV=YSRN#$z}i%#1px{v%n;^MLR?Ca
zPGpgeh(JohfGJm9w&+jSJ$i4{Y%|0A%vG&cMWwBI8X#k_)%z&tARL~g6Y6(8a>a&;
zP||a#f!EabIqQ%!zS-}??ac&+t$R^~l^qCcsRtnx_K*sQAQAyruTnVq71b!Xz%rmz
zvSv<+7uIw<?XH;Xsf;sLO#c9efhS9>4?Vt7t{9Z3ao2qJ>~c@TIrwMS9BQW3m1CxI
zHtK$TbJt<eXO7r7IV7FP{#$k5eY$b=K#{Th_QBh4*K_N{)8PUx2{X{g$4&h)NoOf0
zIt%P#MUA8b<Sl(jTo5$l8S9^4<T3yo=dQ<YHBxYK*F1G2KBMK=jK|FVcKkYiTuI!l
z!4PBv%U`~jLXfZxg1j@xh`yWdPTCSN&u|8J>5P0q1M83vefI;8hXWgK2KgIx{PDi~
z^c-$dae>(6di4Ew-?`5GX^;lMA6$-`0qfB3@ZW|hB_;@u&&vvt1n38ZgLwuMF(Ums
zbDVrVem(yHr&FJq<L<`;eE$GJ^WP^J`VWU671!5cxbN})zNdctV93rpjs9M}dXMMB
zaTIunFnODE9E@DR_2-TB?UC<#bsx`vmtHdjV4r~aowI}S*lp00>T}1zsEx7LIos2w
zJAYH#j^hM%0~y%#CvZ<}W9!4B(m~Qijrp042LAwDNMQjbBXK=<AbiE=95PPX@3seF
zx2^}M$3wo`9zNqZ-yml@jDSbPk+wgl9rS0WPEH3*bvZj@_<RO)o+{VvHt`pB@_Ny-
z?2cVrvu&HI_L)$hRH@P)3{_#<G^SG>#^XxTUZ<|3QJBhGnHg-!N+3u}E~6_vMzsVa
zsOUa@J|ui`Ei+$<c@3a=%-q-j1d?@-FVyS?EfY>o26o$_{{X_hbGKaW+pm3+l9SNj
z5OdSvgPw!aw;n%#=O5w>WG9}S-x(MsJjc8M!Op}A#y34i26M*8#FvP5U@M;7;Zjqu
z2bnjK(g`4AHIe}CZ~(^RivIwLPw*?^F{(H^!OR^<lW;<!`rAQix0jYZpHYxz+1ETJ
z096ghHFm)20v1?&ft|uz>wrlB=eG^tuS^5=?~Hsseus}CtazI79~my9KR<cR9WS<7
zeJt}f^ldLRt<=+@6{Lq7QQV<mpqynVfGhD6;srw=?ZcagCw%i7?#cM?SNwn1hNh(;
zsN_^BK~X>DNF&sOeRRW>!xpgE@0<OaN==spXHu;^vqra!diYY5ft=?D9e+G=^)8k5
zInGW!Pfdsz&rg>gL6hPq#0VOH+lMy7f8qZCXt#DY>9DKgu1|l*JRQ({M)RpPdT6in
z$DIa<nJD)3!R9sF?Ls*utH{+@03BL&>B7o2Xg+41ANa%xISgwMoAeyIez;)aE7QJg
znYEP~jk(6RjR2D|>z{M61Y~cp?a=2vb{lLy9=X%50o>pWoa3f?k5TpG$^QT`d_?mZ
zHAv1_9R25ns1HO7oQj7q?|m_)>me;ga$Q*xoIz+Hx|c(NwU6Dt;#5$}d;b79-w;_E
zx#P{@jF3+;uKbRh5Bgtjoww=23bdQ#Q0Z%Y@D2{5Bskwp!Cf^2rk|n5utJpssQbGO
z$lHHR{5^4>k>gECO0=I%h{vx{o%MC-ejT{;Q{cbFH#O;=BYAaBzImm5+}5SpRQ}0T
zsh3UFTd%+_*BNph7DI9B(`B_DOBKaabV+F_aV)9kO8lo>N%W@S%5#jI{on?00XPTH
z6W2bTyiUu3(I63ci%x*gmHz-eqZBIX)k;E11eE4U%3>q}Ak0Aq@NE)CI%6OW!S8{P
zdgG^4j{g8YHpmAZ{{SJjPLa1>`;GYIl__JsMn64<56iFA@wne72PAgs@c8!iIp2v0
zg9mIvk_ZG1V^KB$NU%4ZZP!@F5s(fKO@ZmQd-Xn})Mw--2ZDe6dUgC`KkWLefuH?2
z?N5$DKOvlYaS!v8&~(5AXVU<8B>uC+!SGH00FPF`w*LU^`m6BY`$uYgKY-|Q#4mq@
zzajM)o|OLp#Ik?Q&L#lqVai|*LLk~>Jvw^txyQVJo<3OHZNT=EkWO~%j;E;|KMnvh
z)92LfgN0)l`EBs{obWlaKp5-w_?%<pM^3$aahZ;kXeW^Rbik%iLc(*9M_z|vf!}g-
z{I>2%cG4QEQfEY3612X;+r~4UO{fFw)bHQ8_2EL+0oC!x(`@nC^d-hfBV`PH&JO$b
z$IA!t;ljlysJ@)OpM4U>MC}Al#0|fw_?&r&@nd1RX>&E{A%!%=_m<kRl!E56H^vS~
z8{qm4x8f$D9>qQQuBUd^p@m?3s@*E|2{{-&hDr3|=)TaNS_f&0xT3U5qc|mN2qcUX
zuigpBBN)}4v7N^h*;pad3Zbx6i0Ng~)cLXf%&38bsU;^HXMQ^B2U50@v2u`@CJdC2
z4W!-(HXOyRj&i91x6}wX1OfyIIsrV$jqhMEz;p80V!dfq5c?%+Lk^bof}w&jl;9Jw
z3G4IQJV8GNcS*8&<n6O9#W5b^VpTgziAH8aQIiyqNCjR}A5H)&I<PvPEk@;l)kcW(
zWF+~~)Q12XwELhPj&{!b=Rcnmw|XXTEIHFnxR}d-v#u!BG^nJ2rrMT|JtX9Nt7NGq
zAnuhDziXU93RNl|NS7H}7LoxnlXDOx<sc9N)jbX)qA^ffSNLwFK-lI|(FAm`%mLi_
z<I(&lO4&vTQD3@}K+Xz5NgHPb=kduo#|b-@2wZmo!6BzgMgb}~$iX1s?URw)1FszH
zs@rwCB{riRhZvUzEVi6UN`lbqDS0I;8OSMDuKj)-AIxvhLdF3BC0a<yz&`N$f<fF2
zW8yfp+JcaUrr}9Sh4vs3arqoX;!0GcC=jHmgE9<*zJw4)AvJC|g<MHS$IJy-0|12r
z20%FMKOlIVoVTd6TC-YhdYpAEgsC9sag^kBIT;6i`iv9SBXbI#7?!tNzzI<Vq!i?W
z2*}O{Q`>X5#6En2t0i!i5qL>#Eg>22fJWyzNjVtF#!h$P0m!t;fC@y54WQmFCy)bf
zVeOT7U&c)P*WNe0L6a7n$pGTL{99V$9m6tEMiNxwh7LelN|llT2PHVhJ|OORR`>$C
zl>+mr(H8cURAR9yl&wSk{XOv7$Qx?QQVx3TI``q+@r`VzRAtmdcus|6frFE)-a8OR
zFmd(Y8$vG&7Xi09!)*r~(9`uNX|5|)l&9MPXk|nIQXKM$0N~?dKsdi!AMo!bGNh?0
zQiPClWt;LMLA+dgX0eegb+DjH)S;F}U=)-9&p<H0#EYFlAjC|bnDjYwNA{|7fDWiQ
zBN}p27D9(@KmY*Gu6N=F^HG4pic*ZaRFtO)+>lkA5;_bWyYK6~{zHOo6{RZ$ON^HW
zz=BeMg<y<qbcF-)J$Qv&+lH2(eZV)@kU&1~ymAIc_|$gm(0sJ1)eA{F0t|JL`F#F3
zrlf@>NhUKTNx1{wk6E^mXGk-NBj9?xAl;Cu?>LZZwCQnFLa;o<E6hQ`#y3i_w&0BM
zZT21464a|-w7G7WuibpOyx~QfhXYa?R9abmO~q2d!>*LJKnW@#vH(&^0)>1s+~2V|
zi*7A$6zQwSLX@HsfZNB)U%EEarNO^U?~La*6XRw@$4KS$JA&7fQHuMLs#F;-(@Tk(
zie=Yq)~PQ#%Z+>Jb+_J(<1VD6w(xCW<YSG_&@w8xB|u7nnjZ2&KJx%5%n2j}L4!Jr
z18#qUukgHXoE)?Gl`=D2p7B8mHvj?)fXF)Bi3H)%9x`a?knJ^h5(MbcSeE-LljRoJ
zl((B<-AmHZO4P%tDMHjzP<4cyWi3_lt8T>9r|!56BonL8t3zZ1zf!p=10yFVuH1OB
zz3JCeOv#^0zHV#Q(}yYcBr2s*sEXCSEh}xQ5$;+dsxy;LDt$qi)tK%-N2_T_YEv@<
z^!Tk3-EqQ8jxA)3%ZpOZ$Enn!Px)?m@g?yFnI%2Ki-5o>cPQ&{2m;*A{$9q~UU30Q
zTVW&%l&F*c08fU|rvCt3d#dGM+6T+n9PQ;u{{U%pSX0+{N2kSZJ;h8fs$FUv$^&f_
ze$YaS7HXv`NDeHYbqu&pjwCldu0&PODDKetkn8v4IS<N7NY^A(U5zDY%L!}}`W#Y{
zkdO&dKp4j!33)?DmM;rp<}ZqTdNspKsKI!<<Uc;6Oq$fzV^hfY+;z3E9Cd947SfUu
zO1Dq3o?PFr-<}QmUwBGdo_;qm>xyaRscTSa7i_6X1#1aWN>M1M7yy0IkOv)~v-<SC
z$Er{eP%1cGQ!rdEc$-OZ5(+>BO2{yyawi-gv`SI^)5Bg-LY=1K^s3GQM}foLDI)63
zPITrHCe|d3T@CuQswE0>QPifRtPzZ0hLo=3B!jo9>4U?8Oq!>uEtIH@Y4=WWNJ+_1
z9ky1(u6NGEhSIo{)U2yka#U0vr$KNH$ia@%m5?*ob;sei3tN4(DwNU`Rj4(Pa!OJP
zasfNz9}b&mj@@8nAl!q?%b4ad=RrydYzcti1Oo;n5PD9Ach(>S1^iMtTevJYz#&at
zv}3PxllwuDk?GfRf3FRX+6adovAKCrTE-*S=#Bse=?QtXl^k>+9ORrI!-qS?>t;E&
zBoU{`xhSdyB#aX}F$xFQA3si<Hr_taqsePtpt3+j>QjhOJ7g`Rzj2O(*M0Zfd$Zsv
zWimf#m(UOY0C-u}{Epo9(;3`$Cx)!(hnpt*A?5-}z2KcDBWzd)BdX5I<sH6CvXxR}
zgsbF)=_739A5{bM1aTMqMy*d(Eqtg23d2KDz|=yL57dL$dhq)ATbhc8ByHIz4iwW^
zM&~CeWgsUx_+;(d<-~vS7_f@1vRo-|O>!#9>;l|u5CI?X^(1UF$2VF$PvzzndtOs-
zjiT1;j)#RL_w447TPg_FNdtNOjM`%6UJn&B7SDy&TSCe~ix{VTV+ctE`r`+DWZ-9T
zIDy}0x|StfYQR&9ocSd0pWkj(o%R_y{+vzU7-=wkGQ>iP2blsg!AjC{3nLld8;l;g
zIUh3${>^4qTezM;$z4J4Hpx;{vyum4fw(yMZ^pF(LYsYG=6uM!Tmd%ue<-O^VwR~U
z2`Fp`Fi4cl4RzdT3>lnFo3Y_4{k|W_A|)b)6m77?c@BYtzTRhkp1bi_JkJJ4HfXG<
zd&a2@9{33z#@k_d$H4sfvfF@`uO4No#R3ZG%^>fb3TsOv(+Sje{u}XG7jvJqdEZEB
z04N&M0|4jlC=6^eF^rzM-24j`2jW}HcuRM+#zdch*xZ|3;(ivR_%%p^lrO_DdE8H3
zJq_`FmLrLY%BWgYG_^@=`T$bUCmlBEGwYp!&lI0heX8e(D&vb#T3oDX9_ZW$@IdX5
zQaa<|(~GE#fluWC*rj5Mtz9$z;PoS>ciR}puM~@5Fsi3Gs?MCLf7%0~M|^*I$ruAC
zJ&wfuy1lsn0E<<u><eu-K5zubGl)2Ph^ZzC0i}{awyA;0Ni(&+c5BUQgnCuE%N0Jf
zrX4=10--4cfCChkT&T!V86S1Hs#(bZ0DdEnJw7RZ+&h}g=GDo{%WIK#{Q3=rGM!AL
z^9%cPcTukCauX^wR_&_OqeN87BPy>x?8-c6q(`0XC}kBE+7F~eZuvYwQ0muJ8j)yQ
z%?GRXYc}_0j~!0=DSE2ypH_=bX>JfhK~rQfg7F$rtR90Lcx>@2Z^585Td&=0%#mJ?
zdc91OPZC>+F^Nf+B^Bywr7k?BwDecoc?B;=ct?=QNpEE&`JZm;9ci8vhQI-9taPbK
zO43%6(h?zINX(F_@d+8Nw0E6|Z4T9OC6b=?rm0W>Q4R*yr&O|>u&k<3%QKXefJKHc
zy43r8yf$1dHxHOxx$$euqT;kJO}T&a^PKdShLq}a*)J&89aJGIEB(uIU0#5Yl`O4V
zUurMg5#aGgJi8~xCo-&wua&73>*tfa%C%%faVka;CVwuRy(sEagC#CB^4ZH?@oW^H
zJbYhO?o3N&j^{0DywIk|G>HEIx8dJaD^|M7E&%JPmHQf{Z__9aJ4Ra}ha(yEhUd2G
zo@vswrMFg}k7>+yr$d1?4mS01%4f63NGK|gRCTmPDnIWOT}!D_NAB`8s3+bS;99PI
z3P>TelBgjobm!Rk65(p_N<c_}Kq5RN(A{YvqC%Xox>kl%4ae~|PL`0MObI&A=^@G=
z7q=%hpz>nYe)3iIOt|P!IfCWsExL%QROuDz@}IU6%&NS4b!l|Tl%`&FEmk8X=3_QO
z8ev+}s`~MVSQn>1sPs7ML&$2U9kQ033(%#!gaM44WUD*m^dkd)3I5DmYQ0vaT$g=u
z>8XWc$F}WCTP`+QW;Ht9vSY}D38s`mOlMuYR;Gh`Q;K@Bk}!BqCFNe;D^O8~TVlF`
zqL5C^IuBApcF;z85sVYIJ!`S8AMWR$Rm0UwC^>S40vj2CfD8ebFa}7Cjy%V-?j-Sw
zbRdFhcxHEpgoHe&RuGbunMfd|d1lB`V389tJZ{w$XZUEh?WpTQ6+Nn46537=`<Bw8
z0LQ(YV?Mb%aEI_&OEBn=+(UVAFv0-X0JUjSiofo?b{RYHko!a{>Udaos#dKf=3QHO
z?2v?~Q0uaQ$^1BeJS@_^hS7kfpam@~<bZOe1ZTG7=f8Y<ap+tr1q@d#+(7_~iCF|q
zqS80#y^o!7cL}7XNg$V=Qi+>@g#ZQ4pps6b;4t@d=HN6t3Z<=D9aL9N${7HmM?lg+
zC)YR`+rJcrL21g>>X)4=Ql6X?qH=SWRf0(*<dQSKHW|l3XC5r>V;0+$6sce-w-5j)
zaG{K0Tl$Zf+lu_;l_1qFh>kBRLS-dejmZQrbJGXcw_Nw*pQub!G=M~tCJn)mBSR1_
zK>(dbIz9peTs6mvNLVp>1lUZ-6Rng@k6cdstfGU-=VP!)l~HazHKgF66-rtfRt83J
zg{X{Y?w?F?Qr;%3+UG%~r9^}%05Wz%Xw!j>h`<8_Jq~x`)Vb+XZVfKeqPDFemfoqz
zYi*Gcl@zFfi~{?JN=e&dI`K<f)v2!K<{F~{R2z6Ubsb4cag_msk)84eI(+!sePNCi
z;*tn84<!ScLtq6PK_HbZ5IG%gag|7eRmPetB!*JA$pG0-C<IB93Q0gdElPxJ3&+Wd
zLRaiMn;_|I<wM>Y&T>K9Y=h`J4^AgdYFjq9FY5JKt_GvTr%95vk_Hgd3tEmz+X+gQ
zk=w7Q5tozHl7SsX02HOLJqS*aI&P7^#PmIQ-^Zo;yC1`C$RbGcDs}jc+mytmL@jb_
zicAES(vlWSZ940lZ|;&t!12zod!}ltj;L)=NdYP#BsL_0s)ztjAT5rUh|8;^q&m2^
z!t%*pTNRs-U?dYN*c<7JtK<uA-WN^l%t?tRMcH%KDy_Pp2r*xr>R}}%SwFjoh7+B@
z2>=1MCu$Os%20%mlpq8V)ms8OV{&@*>Ndg05!1u%u8IYpLynL&A`5C>r0x!cr#%K#
z4o2C>UL=}S-cp^0k%e^wKVQophmLLHO2TeRQjmI_smws?K|Id)$4gFxp*|fXk>#k8
zBJmR%5Mab(RC$Y2NKn#{M!vZz`^7lM`2go~bB~7>x8OF)5iP5t`H>W%>a5o2)aO;X
zF(D5&QEY%VT!#>a;~6Yq`f*kfBR@K05o4gK`7SogC<)Z1I`Yzn&;Z<(6#y_d?VR!G
zKa>_@e7@zSrD~)A{0dBGCy+2)s7gn)&2d|9qaoFd^}<IQ3?#Ea>x6`@)ptm>%50|y
zI>Z8#2UP(#7|pFc?PE=X2xxb!Z%_(ygi2=8wE_VbDOVvY(v0U&>)3z~;y3<#bv^b2
zpcy`$&*jF&JKzJq<M|W#?eycLNM5Y;#z#@m{PF<qeKGap4y8m-naTw003?aiY-%vt
zr2{IU6zoRgK_Gt&pPAnRnq=evoR8t3j($CdU5Vgtm#3%%j)SnzV0Rnwt7$n3-z0;%
z9e$f^K<&Oa_zThwNZ65retY-%{%4GLQ~?C)Op&mdpNBzwYyl8KJ59jW4C$vquAK1x
zav*B{)og$ANIyEa^z`+|#zwS^@AAms)a*TTkB1T4kwXUR)7;Qc;<~uW>(@Jt_>v7L
zIUNV<Y<|BkGAfn(MMn95?N3}?Zq1L0AoEqVxd2EuB1W2kCA48U0OW7m>IvKF*N(nl
z$MXLGK0de5{QZAlkAJ5d@l)rC#)I$l`V4Sd2HD@Q!};-vNYbx|O^1G+vU+#?c<iL-
zA6y^9j#wb{I34gh9={Hs=Z+BRYkmFxhYAGPeg6PY*Br_d(;4`Wr>;MT%a5r?rg!{~
z4&I-Rc<Q8#?|=?S#&fXG%VUH52<gYf>_8iWb~roiM}JK3`0)l4A5x9C&t98;y?E)3
zv;4aJdSkcwaj*b`^v7QR054vj%cmRYBo4$5op#Stwmp7%-{7(L^gdsEj84%ab-Y@6
z#lSWvPO-}z(lUAz^8Ibb!2l~G;0JSoobR^%dSv(Q$6zpa&vUTJ$@vl6uYX=X;~kFw
z0Czomd`|oK^!4cqwboAJG_ccNSGoGlfuO(7oF1FlTT5>k&<#5Q-{<&aub}*Q@3?C@
zC*jw8`g{QcJxAleA5(#{l5^K?x%h3{u1}}Sj_5!;l1@7l{-2KLhR5sZVm`Pv9JHRA
z7~AjRjRG<5?~{@M$Ri+pcgEd#-6+QU@ArY*J$KGNJ-U1|yJgLuc5<JQR{IxEH*d>&
z!Jx^KV8fqqOiWZxo8_(H3JM5Q(&ZMKTY-iU<An%Pigcur5S8|+cq2@&W=}Rl$tnp<
zwkS1+VW?`xq`KT<rJ(iHmdPV=(;P}E-ckdBwFcEWR-u(EgOue`perh@VqnNOwj(bz
z6j7WNCIXV55kVj*1%$~-DIr5NNHeA^EiI3{HFN_yvw}4ax%mBkI`Q*BByGP!a&h<{
zhWl)Ccw~81;%ktc?FdgSxut1b(;Q?zDJ)b38t7y=<7LA_sU{^<wj4u<^OF%x6`^TM
zhe_f1(Xr{@eg6Q$ch9DC@dpRz#6%IOBlGg-i2(;gI0mE~9OrJB8SlSM`g-m1<C2q-
za&-U+8TAK$<=A>3fWn@mJ$CDnw@;4w`F>#WBRSh(2tB=b-+$L`5_$fyC-0`dcq8(k
zLO(5e=_3JyeGUc*I3xk|!2US+^yA@9K^Pe6@agav?fgE103&0JcE?<H-#(vTj(F#c
zD2<9v2W;mf(1ZDQ--D&KpQimaA7=~pZ~VOP^1yW?DZm3eeKtJ_&waKT9r)%^gpdI}
zaez)vao24AeYWkuvy+_TIl$;P>7BsN<JW9=<4g~^fs})`<c#ip?)`p)gy-k5CrH<>
zo?T-G0xbs#$lE$V#{U3Z<3E5K_2ZhG#x*AZXCDs7I6l6-4b#7DXQAoPeDZ!|VDI06
z>Pb6i0FAH@Zh+wJkb3+E2MK?b_35Y1J_n#R1YbzNWhDOqga9+XI^!75!#@ML+qWE4
zoD7T&@D2&<k=F$0Bj9(y;98T69r_%0Jva2n!}#&YpnBu!p12<l5R`*D%wEy9+S^?w
zaN-O_t+twp@-eydCfC3Pq#sO>LC9B3bjZlb!TMvT0aTqNY&IC}>OsbH+;!g^7^yz-
z!bt207~F0;;0$Me{k|LqT2q{L$=lHT#N#BNhr@1|;SRQm(oXT0_4OR>g$a^8fxX07
z0q~!oz-(t2PT0q8{-6x~ak$4CkOA$u$-(Wv=j-#|fdwD{2ml;!w&SN=_TPMOzZ#T}
zL7aStQJwcAKi7b55hNX=G}1TRd_)WuxtSdYgd0JPEuqwz)0kx>C@EWwx*f5%V0S*9
z`|w>-rpKz&<<q2>Qy!rm*wPCN@}2S?K|`Sq1gl4wf~4dmohl##PIxvr%CnyM{QY>)
zgWo+f>5oJFv(x3A6$eNlKoYGCf*=hD<_^b8j5SbX6o`l^BE)Dx9dTEj)cYem9rIE}
z(Ojz8^I~2XFYS45+~{@$i3qOLn|z|NHI-9aRY7s4I+;pg=?D@$u+rTKQRBxKj2{Sm
z*zk4Dx~DAplR~C0EB<`jKJ9}^BHX;~;QHH*Sff6z+jJzMs;w>e6)KlAQxAfbH1q!e
zqX8Xv!6$FSxF;Fg(E9e`FL<=@nabZ7T&b#Z!<m%Cl@z-&(z_zE%B%KW!WvQ|R%p@|
z0>1VdsK8ppTAVVtvQz%)*0lI{7OCOSCCPH3g#@Mgb*)ZH1(LdQ=^?k9%%YS68hA@?
zLc6z`^Ul}%IN)8Tq?Rb@IDZvkOLms7os`q1^|(-{SgsW5L3yXj6AvgU`gM5QQA(X<
z@6IU1C0<{$)7wE-6{Zt7$4ui+diBnIK^-_qT(ox=9m2|3XyEBmBQO*XP*O@14@GRD
zusw+i;(d6p@Q=+82z=42^1GRor6ovHvu%s28!n0k<v{aPh_$LLhjt-A1Wtsd2~^3N
z;z>qA7UWZ^KufVppaM!3Fb4aio&LGTGuN@>yKbqPrcnJd(Bn=cGFFii0SO?20+6t&
zLeQX<wy>nHDw06)DlW^XhSx5hvXrw`PUcsdbHq@vP(%=-m7t~;g^b8?3I!!dQb|*I
zXS0NwOVtONLS#Kwd`MT6+I;aJ%koN=23EsqUR!S(Le#QGqCvD<8rxi$Y&Nts%qEBL
z3R)WFIttc+d$_!)AShudZ6Rb5*(M)&bD{xj!w6+%Z%%tU5tS^GfP^Fgl_^RpBLlub
z)Ic^}%9=BEXIBZPB*>Qq#YJ31w4$b8!c^OC5uGb5bgVD|b;1BCNN^}$B?v=pf&mCh
z^4JmrQVNop7n5}v36Z!l=yVi<5~QGk0Sd9pcp)T<gxG+Abpd-u78cc<{KQ9XxZYGm
zx#h-XwskGXmXF=GkdT!=^UGzltwSk8u4DwIVLVzVCj2YVsn+-Heq&RgT*{IIw5xfS
z9Aad4+GcE~+?ZpjC3QJ51Bo$$lFMzNC28}Df)>6U{5XqssJDI51*dKzgszoMlGb6{
z*<qD6A@nE|JyZx=Ds7N7MhIA1%%qUioaTM8a8zsy%9~`|l5MN{r9rA9)wtSXJlRzG
z+f3AIRDvT*W%$dAhl}x4g|ZZ=PCC+D^8yq(UMIyQDY|l^hQU(Q)Rh$=B}6rFR;jsA
zAgx{$l-!>|;XElQhpG|+-N=+S^kfNEP?bF(gd#2xm01!&P*DIO6>f4u#<%7sd<qj0
zl+T!!5Vu^Ey!p`|izm!=M7HZ*L&zuqf*mR+DI7r$7v2)-eB<#?;cuF8D-k19>>8uB
zWYWK6H6f~#Rt;7A!N~srv{{)Q<|Ry;+mzQ9>LjrgsZN$1bqZ~BQ<8k^r*lh|mgUQM
z)G0P4)GLy#3&Pc#Rfhs?Gn#hAO%ba$)N?h~oPFtT!Fp5(EQQFMM5slS(pKA{&Jdi<
zxK&8;E6N%pP+d*Fn;V$*70HUurqgg$<-m;@wXCQeF0k!ZOS&_qO4hsrfyXn%*bl3Q
zDdOX+M-ruej-)M11=f)5Loc-Ar4AuYp78}iO|1(@faXXZkJxS_UBavQ)4VFB96jIs
zE!tXY){>S|O)K0kp_+<UP_(E8xZq1rm~*^Bl7+}KN_OvuPGNYZqxgxpCW==tsua%|
zlzW!@rPU?Kn^2Ey+Lq0|C2dmMgBdH6BB-bVid*u<IveP6REFdc8%oZ6JaTq-Dtt;?
zT(_!HsZeOV(1l#)S1v24g&HgJ<+UAgF1unyNl8qp@}V~l9a1DExcjZeW@G8YZX_mi
zbH-9UG;@NF;(bV$7nV2NCwXt;5(PForx-EN+@`sA%^6T4wDh9Q8lw57)nu~RaTNK4
z66(~J)WLX+@fYC7nY@v->GsEpdur6@M=ok~`>T|fT`rMZs8py|L^O!eX#yH)am31X
zVVw{vaaAQPNmHI<p-rVstGMk4ZTQz}4-Ky3>ZhrDgt9n$w6xUJ?LC&For-$**=Zy=
zr)rZ=LB?s)l_9d@V}>-O0`e2aJlJthQ>dk|;dY{$p+#wL{{S@QV+na+6ad@R6`VEY
z5TzlNelWH|naxzbEbl&h*}TTNJSJIDt~uPopLNpj{$E74&=YLIv1U_Y#g%kkPSM;|
zZTej@TuSV!!d_=m(9J58(`k`aX_e8<E`w8_%__a;&nuGev+Isj>Q`mCcAZwGMQWnd
zUZ=#k+M<?ZOt;las#021IPdv?-Vlm=NG}8_%PW~z@gY_5v3m0wcQLK%efeZ~dy{$B
zYnJ5!x=eef)TmvwJ7S$^CN;?t;EhfFu~@h$)mQ3_z}A?ka6>624)Go$@?P%dca4i<
z{iDWi?XVu^*Daa9*m9&QQY$bbv2Rr6*|8-&8+L8JgvwiMON`T+kn{4Mkr}y2LR;i0
z+^BxKfUQfZb-?NfBB7FnHt3;c_UceuakV4x?Kty^6vR4*RHl=jl}2~V4N_MWr7X7C
zZE}UO>B^>&R`W|`L1}Zm{6d3msZWB_t)w_%;Gai61KO@$Jhq`-7ad;UtHFAd#N^#o
z=oJW4?gk!GQ36v@>L^R9Gs@amv}sIrA;i9uhnh;RAC%PSOQ+AA$trodZqpPN-by`{
zsE@3+?@bCaQrdw5MQtnHAvrLA!=EiVlR$?C(zxcaQCgs)G)ETP7||6+rcG_w?#GQ0
zwviPpai$4tMzY&!PK_XgW|q|fss$m4NlQV}OVXTaIz!SN16t0&sNf|bY5_`00X%fo
z^*Pd37LVG4l_=LNjH^_nLVycO#19lC4++OVOxJfQ2vNvjsaZhH0FaoOO~FAV%1&b-
zrvxq1W>u{;)2oVHdX-XyxRqtFTGbw0=xb(KU?W=~vZqz$>D1UM2XUN@Tn3RDxXVa&
zrsKC5rPQTKTTL_>0caqlK}b#rAf$|fF}DXbDX}R~<kV+8nDF7Wx8%N{r6s12GNoxk
zRH6XvkfKh&XKn~?ij&k@JgSoseX-_O4W^?NDIwL&of;Byq#?xs*^{kUNy<=u?s78_
zq=`{Fqy-Z`>L*@c1s^%Q#A8BKpa78u!82tXvIX@aAWZ&vV7yX6kuSrKKB2>{F>b#r
zlibISiu9IOC5kc~v});gq~vy;VaJ3vir)>T_Da;)Pnv=6j|;r><(&(Veg=Fl)2f!U
z6&_;qfi<pYQ|~zvWW$+g(yIxlRn0anEGfv-7gwQ6p~aIa{{Su41XYv}7KHKdo10cd
zUSV?H{IMs*VthNs(73IcaO6DnXwxIs=`yL#$B_JDhuV(vWGS~+(vq~arC{f7A;&#@
z4tQ<nIxOb-iOPF+<AKY%FYF5{nIuk+N}y8xjtnnjg-wMjG$O)d)8aDNd508+nL-ex
zjDww3M*FoDZ!#NF>go798J0?N)6mp$N~)AdZCO<F^%MmvMamg@3n@afJ9&zhnoT2b
z6?atcaVM0N1QMs}X{hNKSUHoK4YZ2HxP=gcU2RDUAe4Fg@UhED)$T-iU%MdNRJ%Tb
zdAB|KMG}=M`j?!zHw9+hsMelxTGt_$sudb#N~HU5sH@GG;bbN{T0CE8E2(hf)-EUy
zvE@af&~1rS#I45=Dm5yk`rCB`t;GOc5#m#!5gme`Bh4;5s5;mMw#SFtV$G&m7In98
zQ>gZzE#W;&vuPCgjYf+`hbC;<@&hPoC`#OZWkOtsU2rXGb@i_x>BOYAtjc6$2VIP(
zUOGzF;?_d6qz_OM2FVE>G0^YFQm3<}*p`sG%9@0wxK37Fc?w~&5)hD5$^sM;oPtVQ
zNJva!1cVew3s9w}X?e=lOU;bWIuxZTWGTfG6t!nkNh>8qM+2^#eBAbxdfXBO17El5
zG;e7Q`RR%(boXJGgIb#|hC|x)d5G7iNm6r=U?K(>ZIq0LkP?++8315y)O7gv94MC1
zNX7^N027|W0DT5JdUxOps00y=^&8`1>+#zihr^1fKr1efe8?J-QVwD)ZFn+oYioyQ
zR!o!OoY`YiLP0$L0ChbK6MQx|(+M{1MZ%O95$uUVia}BW=ff)rQ5t|&kW>K~z|L?u
zV%b81!64xy1pVEJ$Oo>+9r5+y`oAPZ6grd-X^tnBAxaR-&HGV}`%W`PLRc#EOCi8p
z^K|Ifl<LmhGAyA*8bIs!vN8w*8BXIJI-h~Yc*){qcgavOEhI>|BrRZ_B1A#d_+n=G
z=(sqFR|zB$P@x?QY^X@;42yt4o$=X}EU8#Q2?ypg^zJd&C*$!jZL^%5VD|1hbsc(-
z*IqSYvJwV%@1EbTnA<&g7LY)|8OGV_aCh`LIos);GUqYaObz;Z^8In8e>;za{-1Gd
zY=ml7`0P4hoa3R%+qVMHl?4rsK+pR2_>6Vi*KJVJatgDzd~bt;(2>42JvZOBI5TVv
zU;up%Gm(Mw-v@uM$A=FHk}vsNU(;Wn9wj1T>Ke(mmy3>Ho&%wyt0duAB!C7$C#mh8
zyLxsU4NFG}&PX5)`un|3Kc9WG({HIxm1-mbjX2!z*SEvx*N*B6NF^gyliOps8TtY7
z_2HzIN6Y2+({qMyeh@SfrM9$B=c(o7fwqy74l~z39s3Mt@%7{AY$swpdt<1^-=E{h
zWQBDkkAdIu-~9O8rzCaTp#2UIl655cpT0u`4PZ|=z*2xo?eO^j08fV+ln^uMPvPsp
zl_Y1l>z%WVW3cJpj(ScNkVqZ691;5Zbv^h@E(@JPQZffpdiT%h_4M0~sr0&qVth(v
zCJd^LMsvxJ5)39+B21T@PzY_Nno5?nD3CA)-A(|{3p+Z-xp{$Fk3hC5Z`5YKpjM!T
zdn`6`LZwfT5~N0q&;+e(-B{4tR^pO{S+^`Xdtq`Ck?j*;R43hUM$K;WcHgZ?hY%<d
z<Z5K5;5@}9me2$_A@b9b0!y;pOMY8zaXqx{{{RT=Wf4_M(^bUWNi@7UwT}66JTANe
zDs7ptF_~t_5EQg-aGnzP5g|${YMCnWJVa&yi9=-Ak-E=?8|G9trt6cQ6fOI5l*MzJ
zP-9i@IY};}-dl)zok(dxB@Ihb0-KdLPrUF!EwbXgw%uNWr8Qn6e$P(}JnDlz$rh}O
z7U*>jDlOM$)TP9c9rX`&$#j{H%c0F@UOdKE1-IN8OLCZ27ADlo!kbfoilq{#4zB_9
z>P)y2nUv0YW6Wi4H>4~PttD7K>ae_{hWS!vR^*uRLY-ElseM{x;F1yv_uRlFm2Q-R
zwRveui1?R{drIw}7~|@!q2jz+mbL1DmMLf|>f2$z5Dn9}NE|Gd&@85u(L#b$r-Ow~
zDEd`D2;t3ArM1)377*T5XKA%cVKSwtr!tmg65&}h8AybI<Zs2N+2ze&3h)=q3D=bt
z?y#M$Os3H*HuJR_eQKPvp|@bkyCA<Av{6$j4y_G)6-uPshvPod97s}1wD6hYidEeu
z9J0P-y*6@IV%qmCmHzUgmKoZeF>aqV=SW5(NK&0~YCcoS%9{!G7tK2|!@VpUw$bJl
zGCjjUx~Y>Wzp`Yj-H_VUL$zYz3oJPa#HGr7mckxxTS<C3O4$n@COlVip6u|Y&uKQa
zSyGWjhdHZ)!mqZUDRmkuq$$`gscq>(Wko1dS%_~)Ot|ilG#1JFo7rEqm%BuS@E*}B
znU2*{(kikVbP>eq8(3*isfOEas%oHexaB$&w7X8G>skGaiVgYqXm}8yS*@cAR}Nc=
zY6=K6?x+O>XHim|Y>;xTKtq8|D(M-oX=%dFK?f&&@we+6`VqnRF`<gLDrP&REl}Ev
zAtYnn_GggV&fbj`5>5{I>BDQw>y!IuVOjTDw1+MWdXrRpNGVUWN{G_r=?Vcs9(i*}
zP|lIic6!;5`%=WO)Am_Z8OQ*DajG(ukb7*gfI6Psdunp2AwbA+GC4wkBJsTI@;K)d
zGWcfTkVhk6N5o<r*)D6QIUJqhPn6%oL(BG*=Od<<w(2lD@aDiFwV?rf^~N!{$9{*W
z%N#Wpc=F~}BWlJK8c-R=ok&!3w%EtBpMlS8@aIKX)|`wSY1NaGcHbD=KDo%^hy%t5
z9(@cOZ6eqt!gnAKkN_KVBYn?VDv(m6?tr840QC9rQz-!}Q5hSP@dq1s!SA>6;A1#S
za+91Zs6PSN9DRR1`1tc$)J}7eoNt0o2>B0Q5GyKyA|v=j0xi7WN9ETJ01*J#+=<Xz
zm8Z;pcq3Q7PNipVn`C@**T3h$Cw<~VNm1$X*#7`74PHl<N=Q1D(1f4Iae#h(ejspL
z<*g2CP|9<RXKnp^?efoF!-<NLy*4II<O8Jizsk|37(oUOIOs}B0VfBpKs$Hs+it%u
z{1(kyV{M2BBVvAiz8^2cgZ}_0SWe&^l0o00+rOs&058mjqS_Etl`8;epxh14<N^oF
zw_X|q6p{$P?@vL_2(bFj7EFyV9#(^YE%|w2Js~ZvM1^M~raecf$ltfaxZt{5Xe|(|
z;H2k%r|=tr{<%CDodBpMI{RlNVE!M|;lMcyXs2*+Gm)J7jlKtOUJ+muB!Eeo>OAaz
zCjcju>SN9}A1+gi+vT+-s%58c1*9$K?fPga4z@DlVIYMaI8q5l2fT2SIvj9YbA=|g
z8ZuC#q2#QzwSt8WB`NoYomj$@cN^o-;LDdzLz8Y$%6-WY=`c|Hdho9;F_KHT&Pqad
zJNu_Oz`@}$CFZJi*%KUFscljM8A@_i8c5RGa-)sHK~N-utnLQfTXn>xkQ1WP0Mlrl
zIoJ|)CgyPx6Dv&W6fZG4bkjqqi%vej9ptG<Q#dL~Qc72hCmAClSUCeb6SgvQo)Py&
zLNx-<xvJ8ZwqsMMm08cYt@NdsFE3aC1z>6F2VIHbaXBn63Xbc^9aIzuDL5l3DOt!H
zkVf9P;M&fi(=JP<-nT0;W7TODimXUAI()W$q9o`Kxu#rMk=@jnSdhn<+s(O@skM-L
z@U<1q(eRp@=X^<{qNu2FTxR?;N?Aym5}<(>)XYS}CY?@JHiQKvI{RsmK@j4S42cF3
zPLUd4bLFm0PD7Ooo#x(fFo_dVgp=krOL5Y@NlLXO0^)%f>Y!De9PtwCk}t=U<$jH8
z$dgEkREWh=zSX|`nmsm5g{a0%$%}2uEJ;#=9W0_qO5MYYWg3A{_WND?FMJ%#c1*Up
zdsn5ROVS>89WL~_<HJdie|VNs<wf}nGp{A4n0dC?`>cl0kbqNb_#^P=%gJzPb{8t>
zt@)KUY6+2WNUUC7$vuoPn%Eaa>dGTchaJZ>Op1nNG|^K`sXBsB&9$G}C$n^Ph(#v@
z<8>9Utte@i)5EFR4lTftmnu_S`9e->xEWYMxk(9(cS-DZL+=vhZ8BL*W>a1IoP>!h
z?$q09H<CwrD$puSiaz@@d^&UMns>dqd*6-R)ZSa$3YA=;N|@>?)K}Lh$%i@}8iJ^)
zY2{VpBg=BH3Os1-HqusPN>gmItHbcy%BpSIb@LYVLTa@3`ESk(y2G{*i70iNjC*pQ
zO^q(0Epj3U9C;Oq^(GQnTW$XUa&0FnOPR4MA20cNY*Nz}iC>uO$!!i!epMW`?GL5D
zc%f-|0hs6kNnxOZ8gBrpO4Ow$d^}h@yQJANRblfgiFDhSW$AujX}QYFY|oo{U6p#>
zK@kq@NM@HVOO$jdJQlRm!qx(cf#GXAP3;qnp3)X8IDI8I7BrkU`=f+$juFJEgH^(<
z#fR$+OPT6irKEM0xD7fG(w**FWeHM_n5W?MqJ;sM7OFzGlTlMl>rWo-DN2-<`>_e{
zo^4=wm7gI}mPo-B8<y}W^*3uSDosMH=}}!mpb;WlZJmTzjwlfd3KEoo7AR@8ttI!o
z*Vf~!P*vzqt1(v!r4gA?)Isv)M?>jK(m_Lr)In|5$kf}dl(^c!QWTW{L;SlN%+Ijg
zcI?dd6HwBRaj;VN`t8@`TPK&-2uV|MBFh-m6&7S?Gk{6J^H8px%6|+VI0W`Twj42G
z_Pak?;Yy18#u$3JGXfQ!mDkcDBtZa0wiweKR*B;VwV+L*Wi1d11|dNmW<~FFIDy>i
z@txt<!q4nWW1AKGg*D2HO-gLj;=MT(+Eea59s`oXBg&C2<*qD`-L|zz@*5Ax(v=5X
zF7VCI-wu4ywyMeGjp+4i6PG2^a#bMK(5P1|TAkBfk#SXw*bgNq*_xYLOANmiPsBrN
zj~qYdrASRJ_`UEw<Kx8t06%%Z%!(H)YSqgLo9d@*+3+J?ma~-j@GRyTw#3M^*%t#y
zZcMd7a7}d#h5J$-VM;zp0PDgPjn6*_m0IPU&dym+<=ZVsoidwRsIdb@T6N0p0mV~4
zZd0W_9#fFw+ag<VeYI+g)S~yZwjT~J)jL<%P6fdImb=CuXw&wJlZSAM>ag1Kek!fn
zgfzNmnRO00;*yRcpyGp}ZaYec6P8xmuqb$ieP?JJrD<W>Cu&}40ur#>X>DJ&ZNwCW
zjLgbJDJe^;Nw@@hE)rt6GTY6p9f=D``g^4G`SJHG^~!(O)A;dTl#dZH!5Ex}0){~I
z!+>-d#)n6IeeL*iY2F~|PN6AvX-a_ilpIF*!0zK&>yd=~vN-u{af$~C?+{v0fO92a
zXePx8(|e6)a1VIr4|xO;;yTDT)i>w8y)iA+8CJ?tPJMCL@ch580o;z#hQJfs2n2n0
zPCB1cpO*|24s_6F1cNU@I6n5J4aZ!i4vc+$2Tm1G`GrN8e|1n{N3bhxCp}KfQ%5^?
z1nu+SHB?J5+o_WfkU&((vGILC`A!iu?x4!UgJ@7NWDDqR*4k^aahDO3oq##cGwJa7
z^v6T_a6wVEt@@ZLsZps_1g#_~GwIOg0yo%+47xGDLNT7b2LT$nW4nSKO1q3HSR?-c
z4b%wrJPH-ISC8JHd^M*#{1<{cAH%ug)jt!grBGchbxQ>?3TCC&$lO6~#G9Qmo|A+v
zg=&C&(?3y!$>i56<||Cg4$oU;lBBmwYL--`9rEop5z0<U_qvSaX&~gu9ua&$T=C0p
z*ya-63JP5U`=~^CY9ID-sw#du6b^8NfRGLjae{IxO)L+15;N0Ew)OW9_3hI<bQ9W6
z<zXamkVwG!_WuA*JrlFu*gHYMp%qn}ONcO?K;nUiU=-XxQ%7E?futvMG6}{_X9K6J
z(G0Yy22{s*lX0p8je`dBwWppKu4R3lwo+T8%(7;40*;wAXwWK)s7|%&&>+B+#DIz6
z_FIhbY8<4+5>&LhOjlfS3Dnq1<JDKdlv+($Xlt0y&rC(+s8J(JjOxk)flP)fOd-bi
z!h%^Ff|U`|hufa_Wo65k!|jtstyUpBb@P^+KBV0`e8v#{w`JRR9o1KAagO3bsnR4t
zrNENY-?({GnPqt{0ACx<vl7sRrzIb3lC-kSSXA(b<;|ZWH?%cPhKCl*PE5d1aIMzk
zFqYnaL+wXp*OA%rzi&OSUku^3y_%`6pzmC96)LS)58~OgIOA09pgBO2r9ACDP)ma$
zPvO*@kV1xiFJ-uRsaqAS)4l^OtsTp5QxKx#p~=YLf`lcN8<do|lVTN`yKavQk!|Qs
z)a!iDq0#Axaw`thE6@ch6AG6lsIeoeTlIe-waJw85!r80Q?I(yO{HsEL2Yg?55|!x
z+Iw8Y<;3cbx>rnktn5mv5;c^MV{SCJQdAJ465#-pkTP~N8mr6s+}mkGn$5?4*LleD
z8Rg45Bv9O3SuIP1^~E998<B8KVnZ#ymR=F4%shs|DNj7YC%Ea-?b;;`ghZp#Y4pg=
z?1o`QVmoOeJCKH(NF6dxM?;P&P=9G2+EcWFR`n+psVgC6R1}O;1O&I0Ahl24xTLSV
z?-Y>JYLs_sfK;mwb}NJ`a<W)KNQ9;5)V%X5xu^&UASMP<K?=<|fE5v6<$dFB#ddIq
z?G*gwaw!!Ela!Pk;m0FKb-If!5DIm_5ws5EWM($rvs9NOLqgQGrC!kSb5T%ISNpUm
zYFHT|M;PgY*KR!txgD1R(EBaE%E3#GxP-WZld;s5f(YLPV1*95>|rN}uL~CS(M+md
zHbe%g*EK#rw#lSH3T{2c6`c9#h{J!mk5!D)mitIRLMH~ybfn2!A%55F``e8VXn2J)
z9BzTW8taM)ZTe@5sgm`whnso}NGg-wCB-ExjL8Yir1P9xvMQ&haa1oU;~(KVkXE$7
z@V4S5MR6b{V)yX_Y(Y3x8g)jQ5<pT)izy1ygdr(dKnn{`m$HEh&Xolb+i}Bvch};;
zW$5u1eWCH?C?sVqp<NJ2ISW|bN;x1Muue(s4%~7x4!ntP!h@+ukkZ=rtjGsIY_gyW
zZ|7o4NzPKNaNgJGEH14349IotEGgx>&~HX?O3p_8Pf>x>8xB5>LYq>`p+P3_U?>tt
zh9|5G%o~g2&+@1wCIpC0jmQw0hz5Cxk$aL338@g)ww|2hi!MB}(@6jXge5?%fTE%|
zP6jcs^gL$;)taD7NP|u)OlB~Ew1S5nS_*X?NlxhMtbz*F?-PuHoJjKxIK0YkOaU{n
zfF?oLTR^!zaEK%idwC!o%v!{Ai;1}PkDRxvIaK8*Cse$I!R0S4>5QbEn{ExENM%HA
z{{U+89C+iQa~+2Y&5pzpb^{-uuk+i}hU=6E{{R6eD+jMGY=PT9_|4Ntr>5BW_3M`y
z1GvV=*S6Umv$xP^(~5`yApmKVeKE{BO5R$Gl2)lCOc^72w<ECH*unRQefn%LMnKy*
zI}Y78!S%z_7$XB>cRzRzqozFv&wTN*!T6kYK7ePoK6_(xf<Pc0GBQc}40PY(2p_MH
z4#Y};GV26;yJ@I9Tc5)eyY{2_alh_rgdTp|k|o@B<-Kl2pj?*YEIRDFVhkxWrW=YI
zZ6!iQCDqGc?WL55>B?=XZYkIW)xe|vJ+HjO64`b<hMIkc+Hsedc?of++HoZgwDW60
zZN}U}iWb_Eq^T-UP#}@VpI;t+1!Z!&U0a-7rlqa^TTPPW%bMAO+T3=;ks(@~oeiV~
z6<V)6r4keW0E#CTmXrlGO)4!qhGtwyC-{cGqx1Ol#?KF{84}Bok{~v124lcTuvD89
z8Ky3Etq7J?<31}>pxT!t$WNd+#JIFdl!(tD^jlB08Ev?e*+@|bvExdGpLSAX8I?<7
z;HN|bCRExzLM(KQk?%b8bT*yA8>nx?yUGq~HA6#oUE3vQ(~~)=)Vb~hBl{~`LWyQ^
zjHBhvqDfkdb(&MbOuWk6d9Nwr<BO4(P0s4-(I?th9j{4*np%}E1q#2*2IHo`4Zwzn
zv{fz|blSbCTVS}UkSC#u@zSL-<7?IfH7&W1PcP5zZH+=mF&5b0c#FZ0zgqWghn)&j
zOt|1lNLrh1O9?8-Kv75_6<~yexxvRDJg0J``EF`S0YgHvlCFV683dky;FHsdO?THR
z+_Smpca4ozw<0-r(^k8>%A!?bTr}%)rjIB{b~>ol1V!=-udZbwq|9k?okWIPQX?$1
zf%UtQgCV=No6K8EO>GqBVaR4YBt(;NL27ePGW6K<tEy%tN}7*ml>$48g8Q1KM0v(U
zcNrvg{WkU9bdetg%ytCk9LS9|v9wri>3l@g#*nb;lO5$HjV0wJrwC*yl%%>sNN-Ys
z3D=B}K*{4!%c>*>oFyO?0EH3(I0S$)0Xq!!I}Ro_R{Dbi<W=1Vm^OfVG<pp(s?8>e
zH7UAil|(eEn=|QYxTLB1*4xjzoJMjvC`wEkqR@w1V0-ta6}yU`aYwy*eHK(|YxLQ%
zqtdD~Ayz3fWvRpo(dJx}(kfKBCVfs3W<*EAOlDpxT;mzCI{n*yKc(XdnDYATI%)IL
zZHP{!sRX5IQdBynK%|eDI3td08*R`YpO44m(;Pp1(N!kpY5RpYEw>`G4nkuln*&ND
zO{FNPGbu9FU#ucitvuX-sO}c(0jC&{@)PYoOAJ2=har3O)O`AEe6PMPlkBwdG~-g_
zcyhcdD_b(Xva!oqQy(NS^KGh4X4Pp+IZJM#4%O*w4|F)1qe;S@VYOfNx&#YS?y4-|
za|{Y3d>kL%xMWMyxFq>0POM}Ogk!IU`+mPzw5!yMn%|uwnOmULqE)Fi2+J+M5_A{Q
zB0J5gBxg&APNbZr#1$cFDN>SsiuifwQylK_!^%td*q2VI-AvXd+z_-W47XgN)L*wM
zONX!CcAn(ge5WBer7cB;B?>-cYXb8t4k0Zccqk7x!OTaWhbNH&_{*)P47$3s2tv@J
zpap}<0RY+v&zmv-05DXa796j2Y6N6}q1S!-^&LPTtPF69<~{XF<+ZUczc?aH*8<{E
z>56bRx{XoB)~NBqhE#@-5U1t7l&rB8w^o!bVF+5qPcsp>BtEpZ%P3Q>I^u#*(`}%s
zN?MK*5Rj5or4RrFk~ch7S2{V4?=Y^VOH7p_-J~K!S|cw2!%Z-igD$A}SvYckl!tY=
zP+5fBc9hy2OX_p$f9#X}o+|$Uv=6kFC~MkvuEO?b@VsBQ73fl$CWyRKMZl?^0C#o#
zb>^2&l?5eq)D3Y8^b)#MHs_H0NA0s+jo?asl_h**i3cfoLj@sZJP?xgYmJiyiZrb%
zAccn?TMVc}s#00|jY_*~^R63#wklO>jMYt<DfR;OKZK>EHLp=>JZ4bTc&w!9W;;!`
zos+nh+QLUc@*Rf2cEBCDXls1rwCOTjiwMfBxYCLpb}MLRAW$R_%kmbNAHf*PSq+}4
zaa=2{EB@ZQl9u4UsPnK&>GFbGkO0XlYXwMs1F2JLQ5{s2<Z=B8c3+MAJEN$l?5Afq
zhi9o=qNk_f^js^378#~(iYAdwO-DwiP?|?mOwt1_F;44>LJ~kgAz1k5ig3Quu9;k0
ziBWMSGUAr|wN*)ROACEP#~yhLCFc9p5~Voe5(y$qk%g#E+wb_1-yMD*0mo#Z>`pQ1
z^!ahnp+^H9!9Okf@wjZLr6}C1Amg?NY<^!(JwYsy5ENo9%#r|)GI_w>*yNPqBb3bk
zyLHDjp|zEjttf4@DaRI~5`-ZEN?O*UFqEVWl@b8;?jo-+uY_FHFJq^vNTAc4S|TKZ
zpKE*)hi5nr2`&MK0)`U72MJQw!o!=l;vu&6pGbUrLxCx-%WXiZv8z|?<SQc?8cd=#
z+sRSMa0uqektx<=#zL0tg{7vD(pI&VEn&2w2mwT?YC2Ms4N6e}WRMTb-r0Slp~u|p
zhX;KMW|?FA`lXcv_=={M3V2#qIe!mGp`Nhj$mLQ}*?~-==dtz!vT8#~<GeuxE!2PY
zwWk3c(<(>`tWY{F^pch>DQ7b7UQSsD;g;F{(ev+@X<`|ch!w?E<fqC*jYn#g4ouT6
z-Dq(QhFwEGTZcgs7Rno1A6shT{@O}HQa<nr$3vgX>7DV!LGY8v26;<oe`ss*Q~kcW
zqcr6}xB{0$q?HGv(OFSQExz^|nO7i?sb#p?TX0%hrTa=!Kmc!_bnVdg@85st+<pvy
zX>VveC%4|wU0(tScZGI-jXVju=E6!iol6yUFV<GFq>>j(UwqTjEE1QRU{s<LQIvgI
z*=`>F4-P=6&E7t~{{XvOg31)y5{B2BA#jqlq`^v-P(-3lZvCV%TyoFlw3Mg!Ox)FG
z6n8jsMJWy;I6agjF9ZH0Z;sVRQlUbbZNy>r9CAdegXMTW<B_yS@<I{@w5U9n0@M|P
zGz5TBO0E9@?FWpxc84#bwz73xRXHkaCrZ4EVp<0s2}zQ1oyJdnj1F?pj~ZQ{Op?k&
zjMLhcIAtJ($dIL}3pgMsHbN4jaFPipW5?(Z_B-r7S82V7Q9QO7T{T5d7NJ6)Xu8UU
zcWPaw2)K;!-BRoTEVi`76%*z?z3memAG8Q<F0C%0rlm<~c~+54!~4>uMaU&gq)GRd
zgQx=xXDq7^Sp3T6<y~nJqEN33YD<Vxe6%-Ci&u!LOr!vGwy3^%P(a^OiRwx8wAxOP
zMpOs`J7DAtXC9-t#(MVS&bKw2wwEeIDpXgQsL5eVVi+k}gz`MN?86NYFpWtLIHjpR
zQ)yDvqMnv@e|X!oZM!y`63CD)8`_~xX$~etSrMVo7M4tRW>s5|+e>l(0BAu}I4$ZA
zCrpQ(YC4)SJb(LJ`x5O(8SS@XxJP7ZPiR&i;+>wV;&g~~aIP3T%1XKv@k;f!DfnwC
zY;hODY82ar4Z4O|al{tSMcAIy(mBE^E2~hd6}r=PXr*@`se34g7QzCGo+WB+8IdWH
z3YP{%*mmx=;MSS8<=3du>+%{zhA8jUp|w+am6e1z)HS@B3qs3F(xkSnS{H(GjwH`D
zoI$p&LfU~VZ2;pK7^ktY!N*l>e;&Mff1hwvuG*ZthTy5ps@3WeOvzOlQWU4$c%>;p
z1tBOx8A1}=W{{LI9j4o9hMPhfN>^0wZ1YBdh|N-Yi+V<j6WxmmR~1f0J%r;JZk;9f
zp(GFhIACl5$EJ4>{{Z3d#h>B4GOvPrM&XL$LV=ZW3SK3`Y7;=dBDTS)6jk)EE};}D
zS;)_S!<PEcp7qSCUvk`3{?`~~b(Hmd8Q|NlgtFr`2`(k1E>az7#006*nJOrGDa=9u
zAZJzPYH;jIlZ<uGPmaT`eRJCbkEv3VobFFfxC6Py`}P?<hsTPLwtQgoiiZ1QuQru-
zL`ebGD)i<e$tX?%4NavY3fox#<;U5TgSwkm2;yk+$Hh&7f4vTsRM%)+GJ+7?I+N|Y
zN|hl&ATtWFrH0FkaOiEBtU`6gklQJFWDYzB+6VSc_QmY>js7Q7z}W3C2&77#s^XoK
zsb3UDJ1G*UYB+n$QSo+}LPD19K;i19VJT9cc_{#%lZE#0vwT^^w3>xc)Hq=bSD`E^
zYM6w&g}F>g{l?4TYLF6z83IrNoz6}MHXV8a`t<efvWCC_cF*<o&*Sv#$HWps6fvbh
z5rPOlhdAqv{Z2E+>I8w0f$l$_r)`hNw;wha3Jd`d0EJ!%i^w;T)+40PVVu~c5tim{
z<!QJVk34fJz{xm0hCiYHIQenIDH?(5N&JsY@7Dvj`3O+za7GTm<8NN1?biSe@;Z(<
zV3I+=J#st!I-dLW8}>V**PSE7bn14$(oWcV6`N~_5N-_Ea@s}yH@1odb^N+_*nYn}
z@%12{nA_LmpMm2D>IZG{-_Z8{8xfAU;}enC<G$XX93GrTB1Ft@8sZ|57nGP2c{+N>
z&OI@Jb=>570!}(@xc>l7H{SznobEMkoRi<K5AfWaai%)}uRu`0^#^irao2ocZT`G{
z10)O)k~hZZAmk2!4!=J_HU#Sg#r_?CJUJ_YcsGsaBwpZ-ePU!B323Q%1pfepov?d$
z80+br4EEcPE51ItuD)t`nZ90)B{HbCQ_a{kB{rg3@-5}MileC^YC`<_`}J26>NKTn
zc_#-MK9PCz%n2N*<j*rXgB6uXnQPh=dW;s*6@}D<Wk;uLAY}~+uP~>UFi_B1ff&yo
zJs*)GY?%{fyyS^<Bt0rjhg4SU@+3H?UU}84DqD`YwXJGVB}!2w<en;3ufl`^Zc3Cb
z7Kn}i0GP(t2x&Q<sMH_^(k-g4O|&rr{LVRG`u+nQ^S95wN#R!x#J#F9Se;L^?s?Fq
zpgS65N)1v>SuN)Q#vf)X+IblS1tCgKM_vnU`df9X<tCE!$h78a6$r5(s7-yS(IH29
z<fZv?9(irHhNH4p>WY?}glQh}0NB0LbkO5PsYJG=T5}C8Hod85t;@fc(<!ujMvl`<
zs@CIED;G>(Hn%<3rN?SKxb16dJw0+ALQ<r0M;j_ytTo?Zp&yy+<+!hEm6dqWp_+wS
z)43^-5JFcneG;V(DhVMe3y~r-Z6hinDGFFBBn0H}o<k2h3Yult5|RRxhSso>u7H$+
z0X>1-_Tpk){K$)KSohr@`%O!)+?V3v(IQi6B96F}J5n#SIVNpa`!w{MaW(1gNPUH(
zEZNVt!HBZ{mN1m<tyqO&+lh}!zU?)-h_fctDbbMP<khMYT7Zb{Dr#;hsb8}x*-_i_
ze`h2yPE)d)S(O<?7mvTch8vo~*D=oe4z?4n_={nuR8$hvgrtP42v*7<kdwB=gp-dz
zNX`!%c@KW`_b&eFK`#F7f4fqN0WNLsD3Cx3!6Xnj97-BJ=N`&~A#Gmv&0=jumg|)S
zJ4%yMecP6<@>`Pya${Cfhg^XkE3Lm!a4}A1GT20OAyqfl(e)PMq+5_{D|46@O=<eY
za#d!ei4kg!%BV|QzC#VPVcf7|A_4?B?!_{+y3-Q^-3^pUWr9BBef{(}3Xkxe2RrFI
zdHo|0`7JoC>1}GkNIFoXg0H#`2E||D9s6gERFx!@s1%XZC=f@?9mf)p7vyVB+^R*5
zU$(0AziIx_dO{#7RZg!{c)Y_Zhbjfbh;+(yCL##RQ*nfL(;hlu>N3Kkl({u)qPFAf
zM2d}KwK)iCJaj!GM2S+IOEF=@WO=VRa;Bohj*V&w4Kmm`Na15ncKPY&g#?@E2J_Hg
zO+MgZ_3)?3d#|2+?z3$xS;y((pHhi)S8f(tD^0gUq05ghO;nN!1fuF#hfHmL>(x0?
z8(B+5#iQ20l2}R`D%1c8)UKo?V^^l42In14*y0`d81T^(!;dH8{@94pd6#^mEpqmk
zr7C^_^2(`}!*2~)jYMVThr??vzf^j2>D1bo2$^doY2U7KzTTt)M{WKaaiq(A+60rG
zP@~9clt?=dpGY|8E9$%VfKA(KQk71!M5rE8AZ!4g;{o;uJvZr`bjT-T>z#o44nE{`
z8|SDw-_Ug1zB*%Uow)izNx|EoBeBn5Mn*maXBqY5LxOTM>$h*|+xYwhxTH#w0q~T_
zItkl*i8i16K*!yH9d<k5cO5cMr=~rA983=dANcid40Jrct7ql?qqQ@+#{U2l`SB06
zd<Ok}dSLJI>(hyY;G6#d9<9OKJie;@Kk}rtKVF@<jqmW6{-3|S@jWW@Ra1d@a1(Aq
z2VDWM{UXzv$VW_WcLXcG+h_eV=rh5JQ>b;vPfq^;9N>J%(||3fN^!qa`075Np8o)b
z{0?a7Nd#x0A2XicA=9RMcg|S*{&?zi5iy|tLUp&E3>ygvIVnB8KE3{@;hqEp`=c8t
z=aNn~KLBxz4ut$i0Gm-?U<TO6em$|<9lo3n&Y%;W$=si*{dDX&F#BZ|@oZyT-Z$lA
z{KR1KKV!Fca`v*xWiBj5d;B>iDr|zDnHW*d$GPd-%-zRFRXSaIi1G>~Qzkg;0bN26
zqJ^Xblbtv{#zuC*&#qgVl-*X5HWP_TlKT#}LWV{PNXf~;JA>01>BpLX74}K7xvM$Q
z!kdjyTgg@vq-t?W1a1a@;vnskH$8aV;V(jzf<S_j2l;FXK0{jp(s7Z*833iibs!LW
zXl5-Ee@sNU>+_<mg#a*|>L7!;(nn$R9rNpvR~|9!<wU7BSYfl}mjaZep+JPKBpjXd
zx<a=j0C(cj7*3fEGEQ`o5DvtR$lD{(bnZL!F`LB=oBMLklJICL)*E;wMLAXqRHTAI
z&T<c4nC>^@s%a(GR)ZuhC9nZIq(n$3E&e`);ySMF#@+zSWhyylND32Sb08mHmcyOk
zqWU+7Cav!=<vlup+UOGyR#c*@dc39<qq!R6DU-k61f7QyAcOAU92}&a?SeFtPII<$
zdi+K>r(d(u^i?A3yX+~C6gM@dt1y}>0VVir_DP{2le*hnbAS$Xk_pE57#!BxN$HHF
zlh7Oz55xKVIHkkXLu+Akore~Mc?c=o!~>Lb37Eyo*i)g@fD-Z&u>)DLB<@KPNx9VF
zh~`Bp32ns|@~kOIQgO1e?|lF{BW(5U!AB;lf*oxv6_jgPK^f|-<7{W{=hwJB_;xQy
zVoU|<KsrVS21>OcjN}k|fwAl}w-M^vc+zer8~~*)%L+Ls2T1`(a859LfIHxw#kT~B
z6V?Qe2mw0UXIVSj71}q-Vl9+!8|!1JkDebd5%e}|HhhN?g(<-mK#f=`P)e|^@&U#_
z4Dm|z87|v=z>O&iEx8J$#GHetN|}_~fG8Ypkc<)t$=jzF<#<AFyJbsg=ut6?iBQ6_
z3O^B$Kp#Bd@5K>wMw}>D#GnC4MAf9D8gkiDDLTjpe1Y*fB#zo}9H7ifzh?y8!2koA
zMCo}v{c%BPOEsuaFdfSlzGRW%NuAG0^2ekeUsYMH+BA91I9*H77<DQ;g(c>Yv4S(Q
zf`JDo0CnMv=KVP#iEAlJloF+Tz+?m{{CC1tvBzLH>&H(BmoN5{loSWN(Bk4#lMTQ~
zDh|Oaji**SA+%>=agUD+K4(NksLm}-r&60*4mvCMWa>EwI<_M{I}RtNT(-)IB$OvH
zH<bYf@=eIrNt>Kir~xiI5<DS!lRFC?pl=!jw)cp9x2P(gcS3tvPqWKqdt@t878Wsr
z4n5FM$Y-Y)^FAFO^RcK7RpCdgQmQa1uRRt{qT7YEHtJ5Kl&!U)X$wP*sV*TyQdAB&
z^TNa5vTim~2?cUnLtu^eS=3K*a4<2SPlp%v$ojii2PEhV)E#~ce#o@|3Dq2uk%BUi
zl<6Dy2Y+6%n0|ybuoRLUX+z!xwIC`LIt7UYXk>vm$01gwv0NW$l&vdi<g5UamF6JH
z8p5)Xdx()IE<D@wm%+Vj!}mLRi*VdFZ1Kv<tm##2O1Ao(nQzvp60VALs>KFe*p6vs
z$rik-vr?&3+(d_jKRL9hp|z@;Z%PuaOTz2678Fgra#tw8t5#H+T~16kof?T&ms@2n
z0-{L@1m`(E@jOXdCzw7RFY9ceIH~sCP9sH03()JZ-a~E;fyx~Bh7QF&eSB1SuA((h
z=Ev=*>20|8#gk%QrMB=xRVtme3JuEBg(Rdt-PcO4rR0ndyoCguf#kie?CTsOxvQph
zt*Yl8C8eZII*=I&X|)R!s4YqoGXRnaHpiuQQ;j{ulJz}9XhP{5X(31|{jPH1Q;R~q
z)eNZwq=b;9fRJRFz2Vox#Ydfdx8(!W2sElwbh@o&cLmtwR*b4-X${htNkf`a>+i@x
zkQ-$x^Hxxx7Sc7iJyG+j&A05&3%0Ee*QUUw(XFN^kzqxq#za`bESTl#32i(1k{k<p
z)van;+**{isGOQ0`!l9$<N=HnJ=&wCN<Vlf%Y2L+^~_<mp67FpFXNok*s1t&&=d&$
zpB2w6Yy#5LYxhaVUb}QBZad#+Tndh#gwpZkrEb?(rm~gAt0_f06wfIsX_yj%>ZNWe
zM3oScWF!OUoxkGsl{{?lW#vU33-oWcl$8ZM<wH#^PCF_gMX}&$Bm|%pAAMw*t7}OW
zPE6So&~>3yT6robDg;LfJLe;DjEwX?yE#^qdg<v%_mmk0Sp@yi3BdI`fIvNW$l;IV
z43FC$9IYo*6s5IFVF>`|-a>SNo$z)b?VSC1f2^a3&;pwYTB5!bPI7dqJAwEQO^;EI
zG+r>3kYt6CBak4HY<{)`V>2RCm_Y<7Rwhq{L=I8T2G=pBAkU3<yt{UpCj}*%#WlbN
zGCZklor%T<6Z8P@!+YbJH?(+Lq|77C@|&f|)%S`=?i2|pbNLM5^y=pL=ygBY1P~IH
zB3xx0bRiNDdgNf74DYb?#|`I<1sOgLAw1a&CXY=~+$aq#v<F_e$9}l_@wwUK4=@3Y
z%U<`DG`SjE)(@W9JbXhGtGR`3fBi;P@wNU~kv<7$dv77=NlH?zMM4xw&Iv+rK*q-d
z9sVbVqr}3oSD+v?7pAulVlp>y1A~#c>w<CDxFdxJ+4WRI{E>vwa4BrGl%*qo@L+TV
zWM{9-uLK?;FuShYj_D3J{h@*iSCR>F<OK9NDg^4l+hBGX2MV^!sL*?w^OSAr7aNaG
zlZT|Hu_)Lrz@y}uvDyv9^E=-QuN&`q9vmnvWQ|n#X;A>5{Duc389QJfO|TB!MIW;%
z1vI+Tp*ahvKA^3}08tq4>ODA;-aOxWHzKHUv;OLskfXTWxWTmhrz8AX$9#`~43F7^
z1*O{+cN{uYBrQV&?`20;N$7Uzx%m#d^g}Hh=S;!>0FGb>#z(B_d}Y-TSbAc7AZ;?F
z5fgKz$5CjLi34>I?a9p93C>eni5wi~Ary!y3G~@Y#^bh0@5N=dp)14%Ewi{4l=jF9
z4v~%iKbOGmW);P1sB<~wD+x{2Ja3Gsu^u}losKYD7~iJ-j}@n7NByVb779Xwvs^#~
zoQ>aD>Uxuqcj>==E2d3CdF5<%_fxNy`}v$+pa4>m1<NZYCM=M4CIkbeyzzUNWU&L3
zGhE0XT@hP!3BwBd_Ra^c_~M*=J1{Do-CN5EQ*tY6aX^FAI;G@vJL3QY^W2Qvr#se)
zPbKQh3keCMlnt;6RB{O0Ju~t3z~ZbtAJd$ua~Zh^NOb#K@=n+oLy8+`{t%q}kJE=F
z!xbv9Ds+?R0FiAZ@2MBXZXQTe%H)6nF$5KYCJl@v^V57-?DaD{pLR?#fDJO;sy<SH
zQU{u0#YrczA!nc`e4YCE#`}I@a>mB-g;}uqS3-ww$Ck}L^1h+d-+gdqU-uLtQLNP(
zhV#y|0ol#eW4$swB(WLE=2WjJKKsg7vg!(q-w`#b4=49@n@%XyRB*|9V%$+Z0zpGN
z^aKOkXOGX1?KkGJ=SPkXd|qNfkqz70vkIKBu(bZqi8bid;DVe0mg()qXbfx`0Yu|G
zdGBu4gz)YX(Mk)eea8}|09J%0D@w~}RA$cDTzkoYbQtS95{DPZxPz%u!%a}7D}q8)
zrL7qPz%ZgEY6R#(wzy&ZI`WdO&n|Ov>y=cTrbXd$K&MNXMq8#*5T#13Rv+91$D~o?
zPpLjsQjpw3zBspjMg5<*Z#H~VTU6=Sb+tvaC|4wDboYcAwTiXJZrF~uF|{ruZqwjV
zowy*=KXl);)CDZdPnaJq6qe8IzvYYcN+&eA{{T8Nn~;bq<t2w9ZSE@9BqpX_br{M}
z!X2jC>WNMcp+KZuPoR)S1?YGfrw{qTQeIjRQySO1TpnVukhf_LMn*6fm6bjNX~(?1
zAe4n?k1}PTs>&9~lI25r#K(ZRkN_XMASl~q>UAEX>x9$Px#0;zOUj~kC<ieB9J3@8
zk_FSDfN^sc&n>K;OLBJQU9kZavskCKP^u{oEhv#L6&fWfJBe*eC}~K83OjBnWlt?7
z#}uMK6_w!*k}m%M5Os>m#-?J*pCxNMj5M_Xl;@!;Ao>DH?Zue*kgTHJ<b`P|CAFGj
zm_aHTDkvdIPEK>DZoTk0g5PJ&Bq7VX=zTk)E9DL-5&?0=say0o04R)XG1Lrk^eZ&&
zQL-ARX)LhPl$P5-gam+<45NP(>NT6mBOVP+Q&Co$+RCR~efJW8w^m6~ii`<5##E*N
zut<Oi00v{my>T_pebOljSD4K$2uN)wSW1-Y5)g5^arcJD9roLc7UXpt!?Y=?0ZB-P
zhX(lxQj#)3>#^Hy@t<6ZpXMC3-kv6F4xw6*#YrruSG)q6kV#1O7%9O$&JNsM<&hPd
zRhGiku$8k;PPOAs<*e+GdgmZu4CE7@H&{}d;jbz`#aJMVhyf`bW>W_G*hTS+#S@w8
z8g*MLGn5eo60G<C04joj78?m7X1hFM+$G6Bvl?_27gQ9TM?UU#1DxRf?2Z2bh7q0^
zD2bO+VfO(_QZ?tUl1h(Wxjzi`-==s#_>`_HseC%p9MqJ)q=fCVl&wc6B;zMJ-`BX}
zPWWh~HwuX4^`l5jPB^DG2M9*2=Nt4OXJecmFj|+YluBeFLI?(IkPc#clO0E{I<%z}
z{2d`6rNR|sln_V+ND;6RtWCAT6U24I8@Ma#E@^6uLS_n7R1<~E*7Elsbc8mIK;WHS
z4tS|L65Os{a%Y8knV8~%Cv^Zqbb?6EGl8+yzB8UDFNsT_E}M2$mUODGRhZjHQ3_Kr
zoG{t|6S_lf1!rNE9*1EKIZaCvWu@gLg13-C10*Q8Pjm4bjn3z8G&s|Ns(LmA9E|s>
z7B_WSz%X=$Xhd6h#U9SGRQ+8^0HnAZLH;1vKqLYHBQPdLg6CPqg>sIZhFW22Km=f|
z3K<0<AcY)&dy}?tj>Cup_L1Gf;l6oG%D66SZ8Zn3YKti+0lIR1ni^J+e(I!1T9c4J
z+@y^0W_A@dFzIGVI8zM_g?0&SD2-i#BoC?Vc%_bI)R)aK7+0l1S&>h(MLyVw;aZfG
zDl%0nZh{F;RQ!;I9D|f^fHB4uQ7rKG8JHChB&-`1HqZ`|MTrGSNI&Y=8!eB-afKN<
zDH<w5pnr@`KmoW02_ST~vxy;PQ@>}@A~u|lCMzf@#*mPv!NABH^%(9(cFzk8s4SfO
zs|4VTkVg2%-^XF=(~eNtEyF`?jVDM0xCurQ2=w<r9Z29yZI!JfsTu3(w#TvQx!dLI
z&m`t>M42%flWjK!PC8`xQzuxJ8}h%)Xuc%xg$oTA*ElW6@>vf+qb*krL?{w~%{ZmV
z=_45Z<g*<aImjeuBOG39okrLI3<1~<gX91MiumveWBU!ib>FhkL)B?5QE97EG@oUH
zJlSeOh$9Pq)FhPPYHM<F#e;65I-g(1w@tqd^S>H3t4dPCGXbWOrGKr!6s+Asau0}%
zWl<o!?Mv2PWvM6;J_ghPB5!q-5GEt8oQ~_p_#HRtws+gt<-pck&N6zOk?_as85{h#
z=7bWUPC8`ozfJxbKbhdcrp`$j)N$8t`*$PL@ICT4<?2>soYqvqlh9bt$cyxe$3(&m
zLV*%Sw>e=VFFd};oOf*<Hs9m600;H@-=GBN1Ex==FgyMSw;vlyfjQg)ch38R@$dZi
z<D!U8z<-2{=hr)NlC=@3lVN^VJL&lod|quN$TJaRrz>=}+RU6kyo$kc>gl+l?0Rgf
z!P_IQaq}EW7J31Kb^|1i{{Ua*#B$_6{#781kZ5D^{jM?V+v)V;NVGN?*c^7;d_RUh
zXN>xT`$N!;f6|lr;@fHPq!BSE%1>K!_!zzLB^V%pJ|4UEIQ9AZao8m!6NA3ve}~Ne
ze!OVdAb>NDzdpG6?syTT?s1G~^5PIQi7|bEn_BbbJD9W#JeW7!^wXZU8{YccmmN46
z-)x+1@c5D2<MQK007f!N>+%@R-yc)o(>!-OeqWy&D?Wo5-=_Zn!1{28eEDn0eo_4G
zhXO<$#yFmY0iTCXK8=7LoPFE;vGec!cl<c{!~}St^XH`XBiH%i#V|zZPTP8seMih=
zss;huuYZSc<Ho>h7|9<j=O?zqJ^eNud~b1%+OgAoZS&vp<FE<O#1b*w_3Aw_`0&$v
zUJa+x{Qmh!#O<FzAZZqm4at#v$4m0Z)Texc26`T&9-WTZ{cp$8ciUnCz&#bWZrgYN
z08%#z-vDFR`tSZ-xY(yT?cW*g+dYRvjs6|DfSb;`O!`};`E7}Ymiy)M$0Uu<Zom>Y
z_1`$(_>6H7ykv9Y@8uPdZ`u5#g$Aw9-gH-0V)BxmQEa_Sqs%c}nQ`Cu14zo%ZCF%9
zJzA&&G|QGL)WnkH^aC)`fu5Mi-#r1&GB&{V`sXK#(xoi(U&VJixvecplR@Of2)uyh
z$#CnB9%NKg?tX4o;f>H_)NU$;4%B(n0I-`u=;eA#i9U7hXW9dP%l)4AhqghsU*Z%^
zF+thtN`$3sRrZgIJSjL@9c_LGnWCDGGgVBuO-&C9s$h}cNZjn-1pffUd~%0`txH8R
z``W%F<4Y)Uz8Odms(^*0rEQw0mrKJ^`UqV*>yc286JQn^q4s|Ao0zuzBzT&uUtT4z
zzhX;uE9aRPt<<L)n&LAg+LRhiUY$U+Dd=@e5aH4(?Jc%+2{L6m7U_kpeTLkFYnbw@
z(K)ZpdRH#r)ayLGg8d~@qR4Y^EvvG0X_6eLwf_KO%anyr3HMh~b9I}{xhKrHkrEv;
zbbDR6@*503n9HceVWoyyb#tS*>SWAeC_<l8EXa(%F-tA2I<^&cQsGc4&(mR5qt@dz
z+;=0@qcW(h%|neOmysE6I=JaBrPPMh;>vXW^$pMFbN<pju2S%xDce2=?QgU^eX5Ge
zei_<u`_-v;gI4h*JpTX>RXrCJOZ4nfR*E{-s4KWjbc?4ntEG0HgS@6`?|U2@v#Y75
z;k7-Q;j~I=wbXF-+oq@PpJAeg-z3wa2~&)z=DXHvJHWE)T}qx%acQi3XY9W4rOS(!
z*SYC&xuYWDvs@Brb80-#xe$aQ)v5JITU3XsEvf_WDKeKGfWvBhA?=(QHt)+z+L&o@
zC{iR#KFWkcj{QoZDy1bQ143GnK6}s2k(_&v%8>J<W6X6*84=Fxszr$ji4tY9%fV@i
z!X9xbQ_U;PSV}b%l@^o^M(0ZQz)m=c-0J5g!^<mG>z>!9&978isnVjiNrLK`T#-?!
z!-C_gaWST7ZX*vnD4!vE)X->YE@X4PllJNDgM|A);7?L^yN`B|S327t+}wYTJ6FT2
zSa7Mr#X~i9DyF4A2iO&93_8@Z_)}@hoM>0}N3+%38l{(bWgQQ86tvXQQ8L5LI|&)l
z+%%QBJ_QsU;a5op=NDA8j022x8)V~c`hYtB01=N)IFPOIGmLfXp4%S3i28Nmx#ZQ<
z?c>X<a;YibI;NU*Mk;DjvcGFX4XJ8a=oX}@IXh)qj@&tlK_uY(4_p#DZg%zC197)p
zkJrx4@!CGqa1IaJ3Icx##yEX7dnqakQ$nGnt!y}?%1gBF6|n4BINE^IA2RU@C%A2O
zT?6sn(mvx0B0^MKQAk>5`BoumJEcJ2DMrK|q!E+UdgrM5<I}!)=b$GT!O!@;Go8m=
z^z{00D1p9CFbCA{=zd*2ckWJwCt^mCu?pDz4@~d4A1|)WhNf;O%tphNt#jv!cm|}5
zf$+%wo1M;k0o3P>alYO0(?7uD=zTlzAz*Gu&gXsi+qmBcVYhC;@y|d~f#?7|uyO~>
zrZ(I8aPD{V`F}Hl_K&|WSjRKh9lt#H+o$KpH4VwmF`N<r?VnMS2d_={$m6nx2pB2=
zZ<E`6ejmd=oN`bEV{!={vH;)U2EgO#)4vTQz>YxP2IHho#^NW-4i*y=>UoW0P2ltL
zz-8coK{*|IV}9emQI5T{$1VjOvyeLN?v3%bM#K#D*!qGu;5vp6!?4bF?s1=iJVmVN
zB#71qldSriSU~FgM8P^tNg}|D>jK#0r0U-oJx<+zcpLQXzWeq8mXcIDp1^EIbB@E}
zFnAbtIX$vA->Dv%^!|KuaXCMGPQZXLHwPqqay>`G*Mmv4*b#3daXLm8=>w3lCP~{%
z&Ck=~3s1U{pF(mwlhdz3pRcDHl<WZXJv8+LCmqNhnA>B&9nRno2puzwWbd4M^y7&H
zVMnOR&NjwzjO~H+>(J+i&6A+h;UYjjmj~m`APM9(zTzN7ht_%Hj-5ar_|Ew~cEAVX
zbM)gv4#1Ew0Pl~lZlkZmINOf9k%NK<Y=0kK+-OJ{An((@<PT2#1^|H;i4p|pXRW#X
z;|Y|Ld*4%Ou(WMy+Z?vscLzIX9WmE9>D%M@Y40Qq`t<ex08_sI06x1N@$1{B-#)wg
zALotmG+5|P0MEpdKAQu!{lFOE!U!5okJ8X1Nw=7p!y?4T&rL3T_Vu-~7JOUyNac5o
zPE^#nZOnKfsg0remUZ6^hRu4*xC<&n6-ryn0ZWdu5Y<kYwTP8CnxniDw6OC&6uegW
zVCI*EPG{EnQOznc+I}%|ZMkwpZSUAOl>u&+;n%2gmXMbtx{whnB9FCGrUxO*Z3{w5
z{{Tf5WOVm^FiGqO!{zbfAb8U7p~>$Se4wdWeAi7nj{Q5#sM<I4$%xHD$*%jUk2Q%h
zR?1zc%Xl>!tw?$FMykanl3S9P(iyu$UiS}lsj#K6>WAVf?c?`T-!*tk=>Q0jm(q~h
z?v|Wy3yp9ZUM_^VLRqe1Br{S(0*foSs4*&JnJH0~FrrqOLY!^SGkyR(H%+-YRYSjA
zj}yqA)Ww>eRH+mTZVF^ej;e$5gH9QB*@|JN>6Ca)$)1!CJ#DnxsZyo2oiCKW8@ZDr
zu~)yXsWgbS2vpitI=vNC2Wr=xz|>i=BQa7ii;+_%qY5#rNtf&t$Cf44X26QlpF+N8
zi5qsr<z)|+G<)BY&hrl5q*rZ<si4#OgJ)UxESN;Xx9XO4xX&vu2vd<NGmTUpW~S3m
zDb$Z>l{F5lOl)(TH>*w4>lI#Z^6uxVLPVJq>TA|hRqC7aCAWto(%Px`OP0@{G2p@g
z^N4lNC=xx@Cq!`?lTlFd3R)aaM9N<+t)d7(?|Xv{r4Xcm$N-U;S!u-<Xz1ywDHupd
zbOb3%&dG5vBqXTh55ZAc$WMB&2ssr55ZC>&9yvM3&7TkUeV^f);<<Sa+`Gm*oWra{
z=7%gGS1a_R3PLIL3S|CR^BU;8Aw_nw<arX3#A<U>n`kpKQD81JuYcL?_JCb}9(*xa
z{GstyZccD>p5OhwEz8yiH~9ly5801Y<xI7y)eDyB=OreqRI5_pNO~*Aq{r<f0+^2}
z;=pxoGxUEESEn!T>xf+Zv4v%^m~TmqV_1~isk&mLu!^Iw=+nF}(5Cxy3U%QXsq(GG
zxTH4YP6ig-mCCM8a^8h*T^E%Cu~D@z>a+`T(<rOeIe%x<>QUm<8>q=@j<^&{8Z8wi
zhRR>_(N1PV-g1nIQUVaQRHikhRS8H)W}u;AmzPo)N`pP)Yi%Wf;#K=KWpsE77f{$G
zN`+}S>nlS9e~8Xu-yx<u<s`U-Eh|`jp=tfBDYz=mhFpM@$n&A&%bC{)JUnE0TfA(_
zHTlUw%szkH^*Ax>^6aag%9l9{X4H$#3Vpw6UKNU6UcVlPO_0@Ert9rC^jPrPk3Gi1
zrAoJMS91rPE%=?O^4FQSjH{yIw&`_in$5acqERSx=dHOk`*wvUogSLHgHh2r6_w49
z<Ox#TKxSeBBsi3u#D5YTqPV7gpgsV3Ya$d{4MMffD~`ELDvZMsqEI73=Ct-h31*KC
z4Mmj(j;G<pVj5XW&V~6ZNRZ{O^S_dO&8~BH(y#LNZ3Oc_mQ-rp??I1PawKX+*-wX5
zv*=YjKDAb6j28+$ZkJN3t*H(|n26O+W0<pu=u>LNLrqd};!vWK#p+Pv0-acF4joLO
zw6dhS;ruGvDsi?(b+FTnG}--=N!y`nrFA@E)*Np#doxf;b+p5bt@qh+33Ur?4Y>Pm
z{>8<WHiwqloH+~1E)}aer)w1|#oFiXc;B(=PB|u9l&I0!_7==W42ZGiNvAEeI)|Ta
zi1MA(lqK|~ZW7pA-O%lO{{WG-SL54ar%j7w)oJq=PNzUy4%R868lQR^SyCjsG6d>l
z>_I|frA|8WPNXGDQHQrjF#JqIZ<vwf_+zu$g;S<ViB(j7aZ{$Ehev*FDrI7&5;RLq
z4$WOTxk^}OKeMexD$=y+UMA;-uiMS?a^8g&h}`(IDU)ZrB2)g%(5=j#`K!}hW<*BG
zZZ!4CMikOhp}#FUkdU=#Ri&!do@}9$l9rq&I#k|Ox|)Fj3+~mC36hlom1;IQlNjge
zmb!OaP*TQfhe;WdN|4xQd`ZtLDk%#FOKBkJK|WIM$W+&SRbTw5u;yJBS2m-=DW7**
zNNx<OuPbY}d;x3Njm?y&UuHB&a%k1cl%^tx=`_zWG{>4yc?;fAcwn#4`R@EUm72YN
zuTbW?X%xDZQoSCdQF5(pS$1n-+0&Nt)ZB*B@S5wgJ@V;NoGNi7aV4p6o2Y%SzB>N^
zY0{~tbr+T#nW02nb|d)|ha6(ddGiMd#B%#I*O^ddO{lWth|ZEyVwZqhn&Pc<%Dq*W
zbG=wpzZrbo@`F)KB*t~96b9x`U^W7@RU<8?mcq3nDk7vL>Ul?p@DNnK7~)i<sooV>
z`5{VEYf?DPEi-D#AR$F1ZmmiG02TKfbflFnLM|pdwAZCTxR&c_8c<pim7qPsT&z+O
zas-s5gff{*iW)*1&T;^KFLFx5sL`tIH(si{QK>+oL7H80=bj2(N$QMq8J8X*YfMzY
zQ?8VuDJqcJ2uMy<C7Fj-mr1Ecs1!w%{F>Zojx-XW)CEkK%_cz&xx1zbjPk~yvb7MP
zg@O`<wwYJ<o|Kf5jWqC+fIZ}vol=l`Y<4-o$D!Yca-l9H2y&-NeYRmkj`XQgR<GSM
z#AK<*-C0ODLr6l@ybOSow{9e>3Uq}nMOm9#a)Fctsb<42kO75E-0pD3GNw|2l%+^B
zsU;~*;K;eu0TBR3m`6KrMS6hEzfsjXGAYq1(u$O}l_@cqWu+~}C4OKpDXnYw$t6T7
zO3p~P5Drpz+iZ@6bo?>Eisf1@9ug-=OO7<``b|Bs(m`6Dtkj{>;+!o>_Y)#(OLXT_
zTMJS_PzfYgEa}w9@LhokQ(lu=qSM}NHtV6NbE;9}&z5|XsUjpbzW8xx%0iG7=34|9
zQm+_MiCc+oV0-Q<07wGDR+32&0h3^HC`yKa<pD+~_!A`GQWBlaodxW6lF(2&&f|W=
z{d2xQiN^_f(Hc?|UDA{QRHZ8cDM$pB6&-?7H!3&)XXs;hL##}ru009!8hYw9RfmJV
zLX!oW)jjI6LzpBNDM*;uK*4iZY$z3EYgB}1Lzx*)7L2H}BYB_#rpxT9zcDG;5{*Sb
z6M|9!z&YZ<TC%SqGp#7hgqTWHyt0&nec4rsKJL8W01^U}Qj(;CK$4X1LPhK^yxdy|
zAx4EM4N8orpJDVR_8w_TahID~LfdtxP)Zy_h$&hYlBB6B3P~YDAt?0-bE<XvM0Vaw
z_T<>q`Kxd?8e7uo6za-6ohwqxQx>NkEAtS79Mk|(LR3|hdP8(7Jtm66*6TEyY#L)u
zI1-h(+$haOZEH$>(6yzoR0hFB<8C>zNvFb-QJWGYOiHUsZe30E0vwqosBtOnyy+z6
zNQVj}bl?CRVFMW%GAt`JAyR-;WQb7#X({mNB>_O*#x=ZG0VyXsR7#WKgQCbzuta4t
zW0YzwhWh@OTBgxsJwR#aY7bnteLZ2AzSgu;DmPUg6=}lJLc&{WjQsVu`5I!ODv%U{
z&`>(^mKs4=I?6#-Mh>hDjAQB3ug`@u$j+_sJ_i^bkH;S$htGnyk@vEC=hJL;9s7SS
z9>%1V5=x4IizO;UDar-?)i$Mr1N=fcOG=>`GN({;9ZX2{1SkV|Id3?Rx6Pv^HTvcB
zsce{Qv~AmIh$(Ht`d^K6RO&NiIN|-@l=>=AT5SmhdgC}$LQ8x%gDF7uQOM{5bKAb%
zv+23ti3@#=HoaG&8G>=tf8xR}agOJ<J{(8(MzRN9yAh3sz@5EEsp>oNk;Kp&eE<t&
zQ;=<UA9ZR2rgbS%rRMwZ@U>@Q#UFUQfJodmOH9LH`8LWDbOsLO;9POhC#tt39;dM1
zZU-d<05O6OUx#m*9r3_$g?qT`whlUP(*w7Eufu`qN|b<4QV&hL<3H2!;({ZU`Rx|A
zHIWn7`deH6THkGug(*N0gRm!kyYIFJe-EJG(V!9lSG;k7xW``DI}cpve_jH!kN_Dv
zfCQ0{Hu`6#{{V(Z1KUARPy9U;N<hbcyLHdQ(01V#Wb_(-e>@_LnC0iL`rlr7`=InG
z)3C?q@%nMw%U0wJ=cyew`R%}vlq(zLfDYfpWPc7fNCO}b#~Y7_z-QBjVYmpE)O#Fn
zxW>ox-#_QaK-Sx*KVRjZ1mF&X9A^d$0?@J5Bye$UTUBei;-lL%MoZO7<n}4?QH-T4
zeL*GH2+o#RY%TZP=-Vx=XJnoMC}-Wy2;ZmA<;249NkWT1npKLtgrRQGEoo0fN`O&J
zne!sRTgb@Rw-v|HoaYY^1_|REv^-P$mx6IlDiRi|Do0*z2Sqz%G88vYdbDPX<(S3Z
z9ZV|gSf^ExwUW3nOK3@PU>%B*l8|o%gNfzKK37n=OK8QmsO_Q2N=tGpb!8wXRbHf|
z0Q84df~2s5G(?S(+;$R>H7vNbiK(sSx*BW(<BM8bNm5b@!2z_DD5WU?r~pX=xgc-D
zi!2pt$RKAUJK%5A&~*d&dZ21(emm%u9|A;YktLFFN0{2u;7QMA6pqKC9DaIsmxxvI
zTKDU?i|^DsQuldK=^;*KQqWw=3?u-V2u@Il$^gm+Jzk9=2?%WoNJNAtAt?a>AOW&c
zL<2Jd1>j;ka~{pTtRLH#A1<w%YCY?4#Dv7hszfS>U1n7Hrl4xf(?pgXshVqY7>!r<
zH>y$AP~V*FbQr5eL*{KFHMdx$L5b{_V-vq+-3|LnUR4At6j_c^BOML8(xo>gryP`~
z)9n!!)6J~5;zC}&XI_^jeei}KjYo}5^J<Y%`^HI@hKPNpqyp=Ny{SRC&LlQfkfMYT
zIIS*oT#2=AS}pSH&N2H|WLq}v84WWjip+&3-mOX?0J$`}^oHpyJMQKk!zehVC58iX
z@m?>&cuUG_vh{WKZ8qIg95aY<HW*e{U#Dq2K`b~Dhmhl;4I+`(X~WDp-IiQTfQ!^L
zkJV)SYfT|bQ%Zfd6yYQ#f3OP@P!beRc$BE5g%Y^{g15czg5Z7E<R{B%zj%|SrjXi5
zZ2$wLA+(G(*uWiCl_>E+e`-Y|{i@nFT>EY+<z3XP$|bu?TMVvL>5%Shvg=7{v?)hK
zh^;vl3&LAlt|*Ksfjc?3&Ib#MrowknTC_DCjHyq!P7>ZQ6ylbm5_@X*Q}2D$O^aq!
zHOjbd_z{;nQ?cdJ<4g_6ew?<@wIV`LQl!L|66)JWmajPoT9TsK!cM2Leh=CnIooa(
z#`tSh3U7zk2P^BG3Jf<)>uP4DE;(>}%5}Kf8u0gohR{S#9oo03D7ZaMEmDva`#~%)
zl9IKp3vFr0CS@uKDo`F2iN1gjEo|l3JhriH*WFZ!7S**#q)2_kscy-O3A9RCQQcak
zd4wqLLCGYNOXFp&FELYxu}h3+2c{LNwQb+;1GwwlaFd;Zoxu0A)O~-S2zu8y?S4`;
zYPU1XOlcrRODvQZ)}^Qrq@hF=1g`^a$vbQbAEAx6k*3=kH;@e4grET=nAk}>Njl@h
zTu@L_i~_Z&n;+h}19C6t^}{g%pV?QHP7A*2QfEgXpS-9OPzH9u_g`O3WDmv0Z_80n
z?#7;($?P+n0fXDWei(Ut#J295*uQBqL_2z+S(@5jp5swNDs)I`#@<ra8$n!_k$_i)
z5}xWDI+Tl&l{E-4>J<4Pr|z>lGlzVTea97zfY@g_;;9m)5t&KMd`P{)$}T)R2qc|1
zwh${xfM7^b0?-bMxS5}U7+W$%Q-kh|0lwQ2{D%YbGBfGFUfBcraGGXoTa@D&QOHnG
z2P3ARk8a<<$(be8fK)Owf(LL;52r!&&e-9E*m!j2H08eWe})_YpL#8^y!d2%_UVDo
zGv*`^I&KO61b6z34~Wi4CgmB>F{N3~+x+v?b=!ZgM+U9El@ymw2s@k({{WZBpNFX6
zx@uZduw5C>P6#J{nf_ffpQjE)g(v|Mks9<iCN?MXz@jpVHw5bd#`Afx1LK0lI--P(
zX+6jTe);Y}@7uox^HN?;PgAiV0k@}N-0(R~t5TAmc_~+@$K#)mW9#$a8|hjyHtKx{
z->Cd{;X=GodA08r1D22?boiVg8X4Bw^#FsVuRGi0f>o!=O7I5fKT)@AdY<R5$EO7=
zLKZW&qO^dW&Y(!iIPLfz!-Ge{l-s)S3RU#R{W@pYKMo3fvbPz*P}JfRw|{#dO!XUd
z`sG|1qAUQnE9ztKOeip+5&_%t^fEc?i@T)K(3(|0$&(!fQ(`uyG`%<~jNZXpXCpb!
zZ9^NL32H@D^lMtrmelBpacEM8T2rluR0t(N6q0hBD?1LP@UN#Kgg}KIQBW3P!)-Wm
zX#r_v2_*Z9+z?45gQS6sXN0}-hEYjRl+kNjtm{_2Nm7D_Isu$xILAT(+zuGP3VD>9
zq_}`V(=K5mI*bkg5Ty-5P2vDHf+LpN@+9epNLrAp6or($`!ZD&xZKFjYj7z?Atk3<
zAz>f_M^m;GGrCKXt=tj0-Dyy2P6vFNl*t6CgrL6~Jt}<0o=!km3QK8FR>dj=ZH#cQ
zvTJ_XYEqp_5V<kiOgDg7N|w0G^46t-LCTO2;2#l<j(9-UdC6mPo12s#V_#E|L$xi`
zHBPvy<tu%fYHLhLqcJv08%o{wXwOvRxg@rS6x49zx>Oq@i2G8?&t^MJ(+n4$JO_*l
zcGB5#!ug?iG?tK*$y(MzP?U*UhyYAsID3FsP^oTZNUWvKqF{G@>NDmtBmprpAP{Xh
zwJM>*AZPq4$ISb~Z;&UyQ^PA!x#L^1-f`gDW#t5U>jaGn+&8ELq!WTW6V#jz9QG^J
zE24=4y=_+M)%qPuDkW2@)QRz`H2JZe8k>GJ$gVoW&8aHcO{{=6ASiJdd71B(w50{1
zXj)d=sY;tt2uR;xay0@7Rzc~Fxcs@|&%a7SgtYT+r4Xc$w$@=KDoMClR-yqH824H<
zw(%l!A!9aS1SvX*BGES!Xd?1s2Ry>(eJ<AJ?elZ0TN*9vKIE;fNq8elX>@tBa!G82
z;IW*j;2qAu@Y?u6ykpV)FmetAr@|&4RatZAA;X1xbz+MWuQf~3kTt4Q=ZdgM)t&Rd
z5H{@P?IW8M+v>_sF)nB{inBFaGUH<0tHFI#=BpI&%;;+N*tIs}&So7!DhxOjrV_SP
z>uc7WzLY*w&$Ovjss$IB6~^JyX|So3rsmV>@|lYUof)W6nJvalA2BVo$`h=u3c%<`
z9=XDOnfprO-H)WN;q>&6ql{EiaW-3evYwsq!81uv-8oWTTOliPRc{oesDhG($qJlf
z)$v{c#}jg$>V>4yw(AR08CuX>acn6=Gig~+Z@K`O1S>EjTv)qz^abPl!(@OuDE%{%
zLG;^m++(9D;)BEkT%z#h&faB5sCz7%LzcH?S_92UQ%)kN-6Bg=qJ^P(4t~*gFh($~
zdU3uuhO?&g9+f6bF>bnLMX0KADRxaQ=-zN_A9*FIZ(~sy0|y!0lZ?cl7?h5BbJxRn
zH919Vrr&nAchR8J;d@;9P-DJXtW)R6VfR-Yp_IQKBh2e@K?JEGMIl%b@Q-D_)mh^l
zDA)FGq;TWJ=uulyNmWStS)(;f{wdW8T8CDkh6>a|QdB^JCNQq?p3W9s?)Z~E@>+DX
zhg)?S-3XS`F1D1JTnmw`k_MC`%kLUo=dhzOCe`O}Gi}+AI`u|dv~FVDl;HhBe1*@I
zA@ng;X}8^eOU^p;k2bYB=~|Yhl_;B%@K?=FVEDY{-Su+#gyuEv%*Yh0-VHL*a=mfQ
zecEiwZN9@bN8?Ok)?IZ^$Cpoz;c?djy_qUd*Oe-grG1p%Heov36#6}dTgn?sObf}F
zq^(#UNJT~*JT0Jo@;`J!PKOjXK8gGh_-v~9e&l_j%9{JM>W$iowQA+rGLPoD1<J)%
zVOr50*IRAZ(GH%>7+!kXPnf9cSQ-dCed$(;PAN$B2NU7wt)X?aC3Jj3oo>@OQsZkz
zW@->xUv^u}j}L)i3J^fYk2cz=YFeqJa5GSqsHOUKAugs+q$|eR%rj>I>mZP16NP-v
zL)$@VT_U}CQ(J2aQkkowYegUs1}DXmQVApe(`*6XAevVyE~;y8Jxb<G%`FXHT}G12
zgr^w^E<~3YWbKpXZ@B{?W^lPej@>q7HdtFNG{cB0DAZQsTPpk7l2x1z+Z>OF5!UW;
zZBo?3MEQ~(OCtvgIUsBS1f9+X`|Zb`)O#lOYsB1AAMA|^7V>~Xsa&a|2rE^}Q%Lhj
z@aqLC7sp0BPud!EAg77Aw5I9~p{JB`ksy~_T8!&Cfzu4#GJ(#QX0;NXT()X%Iu)TZ
zBu}TQWeHM>bv+tWAe5wmsbCX<fsO@9yLsViNmO|@`X?!+B`Z}Lw*qdGvIab~NQ~jq
za8;D$Im)rQ;mx6P{z}<yZAyELt<>sjD^GcDB^V0J&IN*kq5c%*LpVENaI=YR$7zD3
zu@%GwDQ+#t6s0I9J^aNiD;t&MY%|pH%keMl)$HP~e-3!P66R)_tqwK`yk)AVs97C*
z&R50OJAKDf9qV*YB#{BuN>)UqAMl()XIl_JI{_mM{V&Aj<wR0juG^K?5`v<9*e{W#
z2TIhJTSTC=<ZMHOC+_ELy0kwRw%ordGAb@WbzgnCesdpm``f$ZgTBP$3C=N|8_Jy)
z1lbNK#z{`KHqrA|ttkpQQWUJ6B;bLZ;Enh<rt-?1<6d;gg<<3=Eyfxal9d8Kc$d<&
z0HcK*C+E`xf#QGJV}ZiY4eehOq;yCKe}}P9iT?mwRaD9XHI|9^#x`mFp+2P!{{V#3
zIXbDTm9}ES;Z3?CY&=70IDcvWByH&d1-jfd>c$7OvZIe&4>4Kap;k%n!p1K?Xv)%|
zQjdYyx(0LKcT>Lk9`62|@m=$|Uuw*l<8D*5x*k(xGz)6V6m?{=<s9WZoj?(ufbsUH
z${T%9l*ConDQ~*lpT4KhsKs@yLj_D~lKUxAM(8D?5<$TA;kb|XTkShz{{XH1sNq#;
zCSsvA)T@hJ0>wjeB7ej)pxEPCp5JhX3V#*DYS};isZ6|?kz*=tLu+Lcb=wjrmwfsh
z=J7jrRB7(E?Ul)zIOWAAdK}9&Tl(TuYTfw!MV8!UZCjM6mgN;sg#aoNYVgU_!=W<T
z&8R(nT(j=!?x|GBF27B;Avi~u9xE;cDq;|Y6c_4lwe7Aygs8<d_@xN;cMG*AVDj;N
zl`&CcRB8yM#xho_T}?}nw^uF4q|cUWO2nBp3G&`{WZ84fi4x_y<IldOIHhrFoU4@E
z7Of2osl6r>E-T9f0;d~F^PG~T@1z`(6Q?BL9z3hJy@Bl)Vk)Vb;uPhI64EJnd(FIu
z6IP03wz{gE%_&JskJPxjr&&=-m~yDJ5?cvUx;_`hxOWw0_bD9DP^ASrf`Wxpppb^!
z8Gw+MklSHtAGA|Sa6*=(;qoIxia{rHsV8hLBy=6N$T=JO^x=-@kBP2F_;sTqug%N$
zk!>zRZaGb&1+JlT)%5Dxl|X`*>T=PkK3b%R>4wtqACl1Dh_Uv7_~K{6-Gtp1$Yuq1
zoR>Ta5@<B(07;2!QQOpsH)U!f3RdbGa4nid7ZlnjOGArwW-Mo0cgT(H%-iRhH+^35
z<`v0Sx^8OZmn2WC)#a{Kx5|`AZ6uJ}5m`=Kj}9^zhZUffV=&W52p#9Le`9r>wWl0!
zi&Z<rJ3f_^HQb>mh;br<1B#~(1vgJjl_hBWTc~ucX<8a#$XkfR?H6bp;XxGbBfqRz
z%?gmqDIh|fAwf!7q$o6!laPg}NeW3{qzjkrud!!b&@H}L@`9^Uja8~bq_J}I3hIGp
z(wK5|rlGe`of?@>xgU#6VNRv_Z#f|jwHXequoRG!BRo&|@x6Q?-1gm-&JII~RXVi>
ziE*yEXI~<zXjbW!hE%0gESkLAZV{=o0z!R~Q&kkfaJV&UN*38)ktd`z39mkMrXj})
z+4)YPlxJgrrDH1GY%*|m8xAafulAPN9w7WV@`J*Mh&SzuGn}S=M0;<<jOaI=)pAm;
zc+sA2C9fvjw`lSoskHoLL!}9Zdx^{%e7D(4j5_-Mtl|E~{h!d$wwfLarz@JOW4v8g
z65>7WT^iC*@onT)G}9F{?gT!hWDV4?r<-XAeYP|CyZxr)3aBc2t;Eu<ncxcyGEFs7
z3S4DsYr0yWr+Eom2PiHw@oCi+v|h__l{@Ok=l!8o=PxQ?+*C-A3|FrUcBM;XHwvLS
zND*p`&ZRq0q`mEHSZ-r2O-#7*GV}3TD|^d|)%h;9PnPnQ1JV}TYg&)Kpsk6{#1fD|
zR_8mN_^hr`_^ai&E$?f(k;`6pU3T>WnQla~u6m^^MG>o(BT`yJX6vLl@3BIs$z?Cg
zWw*^m<{uGKV7BU=b(#BZ+zs8-nKaZ_t?Qzp0jSQJ-2$x|tpa*i9hoF5Ok6g(O$XA4
zR&=HOm9`4ne^0G&x&cQ`Ov7(gJ4VAT8gW^fRSlsbBrxO9uJp2jl_B7V!T?J1lqJVG
z*Xq|$^NM`4_=UK%xV8#X9zGx1_h2LiERYnof}2{DRC1`U2&Fnc;#NXaf=M7?lh6`3
z1EC{1JD*N7fvcp+nJB_#y-y8FB|$+52?a+dU=R3nkO?^4;BlO9nN{U5bnyTqXp?c*
zLvzk5D$p;WIuowe7V`Dq5z~|B9HixM{;QiO2h;xc>AX1Oa0%S*I`tnMoOL6w!-nIO
z8*-DChhzT$fab{m0P}8|f5`CT8~`zl{{Rqkkbj5p<23*jh#&xvM4fc7-eCN(%&mD`
zaHtXES6vl4={C|vGdm95fzIOu5BxW7xa;um^xzB-Nd*4@UtHsGeRkg*d>F<%oygnf
zH`}*t^v^@b!=Cua>OYAjeFtC9gA4}bk_l2oM!-Sw4JIH>^o)JZ>eyuM>(>Ab`gJ(K
z>DN4RlLjS99H<otvF5;;9r%+WOli3>CB=~1nvohzcTl#UVdj*!-D$)vwV_K&l0m`k
zog*M)JAt>;uA)zWPv`e49l$v|5;_s`>DN6ErugA)8_fDg>xEEJAV`2_Z~M?@BU#vk
z8)MGTjUNElS1m4S*Uu)cs=d$4YRl3l%AwI=zf-AL^3<Z^@eDZ0c3g{nMM`o6w%TyO
zY$_bWlr+Qd))LUR)}$>eLeQllXj)2Eg`|+AsU!lGB!U!@0R#|6c=pHDBq#z7=OZ`=
zKMeZk;opecU+{C`qUyS;*QLYCJ7TSH*5nCwIgkF)M0qm2w4rhrN@jaBpJ;zTT!)hg
zIU(Y=o>HA!)T)kC1rnqjvSfp&q-o`Gdq5G5Rydh$ArGLc5+THqBxo~(0(p>U{G`b~
zOOS=Qw6@w5<BL#25QLR2YEb|sDM%_(lyCw-B%A;<!p*K&^C|Qt$o##&A8lz$n{k^?
zytFAQ+$bry1u97d6p#ox@88yyui^8N_B7bFOG}j;y`WU#D^xn2I@6-HQjEM{sfvfP
zDr0NYv07eAh$nu$JDDJzDj*)3NgqrDk@#+Yd^A#8>%T$zoJx4X0$XP=6FHak2}vWC
z;GS6Vn=h9<!l$wT!9YI0WK=9m$_oinQm5tH6}Zf$YgUvcPQ3*P1!n;%D$0q#1n?ws
zx0%XFT6uMSsR{u}Qf&(PN|Hv!D*c~=4^Tnl*;(#XR7Tq$d*#<*js89JzWaw1MpeEJ
z`oF`r4}JbWKICxWNS)kN5Au#<t-kfcPZn~2^61k*s{tcfOzShtTzJfr%U)wbj_k>n
z1?>_e2vd*BlWNykj>BjgmgCR60WCI!C*E4tu#}C-1B6!|*_NQ<RD~r9LcvPVq$H(C
zUc?luIZA=S1Ym+e7~6>BRq&1Bmbq1*SgP_?!j(~}$#z`X0*r<|qD+MqJn?2S*<lND
zYAac7v;{1c{o+YQQVV5p^~|5p{ry~yC=d9JMdS8s3cZXFLUaddy`uAvC2YlhW9&tW
z%aSEYdARYIWeRcU-+5_mrdn+Pt;Zd4NkeEzDpJ%EkV(PzOUd3_yUG4fa+j4-VmBJ6
zV{-1;rPpINk%Zi{Y3<i8e=`a>fA;lOpqGy0T1elo1$>_Hec`H)%xh}9L*%`Q2CYDx
zE0HP&jEBqzsc2Njr8Lx~y&OKvtv04zQ%YM)!;NWhB|&-2>-n2fCChkJ5$!LzGDDD<
zaY{*>QkeUK3`F51fa{7!n6Q!=j+b9v8)<mg?B@XDynl~yt^vVlp5mNmjaO1|&K1My
z8!psV@e2BcQqoeg-HM%g^`Qw804fBKB#N9{i&C+}YAY&T6x5Wdaq5TPDNAjz!(rE5
zT7mGk+AgCz5fg?3#CI@Sqf(8Z4r5F|P>iWpBc;TTVWObwOjlGK9!jc3EAus^<_j;O
zNl1{|_@(Y`b5&L6Bv9?w6&i|%0Fx*vqD4@ooCS1KP|~cH*~VSMU3Bb}A;stKGpctD
zMyF2|M9Q5$YqPF-arI(lK}2Q)AgM}j1wFRgVGU{_2x+MKKF@_iX^#1hHp49~Pdw;t
zv;?VcI`fMSwA*M%QkJDJ2|^MHB;XD|akw7`r2fyI%4j`}c4_)!#a++EeW!M!jHNE|
z-qY4L(rdU~6-o(Gcs~YYHNqQksk2noB9>B=)KvZ_<}M#duG)5u&e`!+oKpa$j?Hkl
z$AX84G-Zm%+E58qWnzk|!eL>RJRqrPYr6Qzeq5$vMQQmmq{wPKXwlH)(qzhg#J0;3
z*=;Iu=bm+GZMM)9r8uCJf~}3OcyaI{HFWrwe>kSpDD@}MiBxM=mo!C}Ow^AtnHB1S
z6153>id1QFmXtD-luUWjw_>*FcsuZqPUVd%7cjYj1~o^SRW=)!0vv`?^m{5Js0wYE
z!AepWUUjttI(Cp@lBh70l%_<9Gjjg88?~%kp1rLJkp`CVg|7fAbKpjVoD3BeN_DIR
z?~L@v9|CsQ+ox&!McUpG*iU5jZqnEB9y`PMD;#o+#dUuct*>T^mY;;W3jY8PPAZnt
ze;U{iyyU8xO)>+I`w8JR6udsFzl<dcrKhESsrH-_*rsKbIP#tb2lz=@Q)(at#(SuQ
z)(fCAr8Y`brpawsIZ0YcO3HTKB!W^%++#bQ8}4CVtywgGF_MMWYA9QD=8iKR7}E6T
z5=hEgD#J)44!i1vFNK7eaVWI8HHwUoh_IusRD}?8<)J?65>$QXU0#;kNF<f1BdOvC
zU3Wa&s;w%cF-~c5)ricg#W<MJwXC$lH4Fqcm3`FVAd;+ZN&VaQt?dE+!}e~Hg_qk`
zYB;?ZYMIm&B~*=}4YyUrN)T1usl_S8Q6S~Y{&y3Y(=8|B{=@cMc87_$`{+O2JU!H^
zp(>cDbdt8|GZ38V00llk@ianCUiBvgawNGW_oO<dI`i(W*A}%BryOxbOHonDB}yek
zsN|AQ7E|DB!>OstXPlRu7X>y0?zd%AW-*p$%xzj7xK`VPO4)$wOBBLFg65^!XwqUZ
z;^Q}l4-b`ocV1E4n;q6{IwXWYb5y*=G^qg~ExIfMg(bzznh5h8Y~mDOG4~dS40hhX
zs!b{lBAE)6PKh23I-3$a8hj|NrI^toMQJQYj>|{^C~cOIlq3PrXL3&;i@(}y+bZ}q
z4NqWr4M7}tj4_+ERf$@=&KJUJ(w7A)Rv?P*D%z#eRHDxhT8ThiV=guI=VtgKURrA%
zNEEc>1`q(s>#g`fh$FgTT0~31B4M?l?sR}cMg}pA5C(k!2R|>zrx=8tK&a#miO0la
z=bxW`r-2}6f1iI|_y?i&KEAwc6N7~j(2#y-p(j3{!;jA(+Kzw`&ro7HUw&Bc!5{?X
zv7HH$QU<~`i%2@y>xc>CZKG1C@_vrfp6m4so%t>51wpi`-9lU`!67L?kOJ}nD!|U3
zA`MBowA!7;aZE9kr8L_#D2q^96Ba8fL76Xb5X+907TQS#dQ_#9q<gMch^}QbH=j2I
zYQA79#eouuNvBCtRF|5S5vr={C|g9NyHZs}w;MtI;$t@zrKC90fM-Q!Ezc+RQ|b=J
z4GHy!i2yz4I<H}+GzJ1$^4jwxAY=QxO(AJM+UmIehyMVv&jq6FxAt@Pf5PA56t4D*
zh__SP3N|UK+Hr>5<8N_3Bf^nY-6`MNQd9BDhnz{wmQ6dA3rdvA8FS;$X|Gh*cH4_o
zrkT|6wp(tJp>8s;qJ{+;D*K$-JT9(<mcf~DyctT87Pk<?P$AbP&8l2gKVxx5P+SM!
zjJD;<Z&J&~AxmWpzy)67R9X(DDJTm8qNF9&7HF3)t2wuw)TbmV*sQ##A_l;~LK#Yy
zTS8Esw5Tg^q^nYam$k|ySdp1`QcC0nc`V^rZL}pMxUeu1ge6G#M(b0E#>GV~O+uXT
zZRQl)<%teuZnl5C46G7cRzOL>&<0WhP7+c{BdG0Xv#02|dU#8fl@C19-mP|_!m6_M
zeLz#_sj6v9lRfxtu(v|nU?i6dq`JFY54CO7RT|_l%V<z)nGGZ*p6;2FhSbw534sN&
zwGfP}azIE#Au(>r=M;s^lTVvWojxiaa7LL8f?UvD(9&eaIs#TsH7&EHJrsoFB0<2o
z;!aXytT`Rv0rH+2e)h=#^gHDs<c#c-j;VRpT`m-ZAhOg{IHIFIJa-saDk&=x;shzD
z2qc#uWa`F3*5SqwHLBZGNl1fJL7fHn9cdL9N=vM&Iu_c%Dho@gDacw<rqZ;etIIhm
zN_<DNbv?KCcf!97+m6#yc7wUAT2WfA9^C^>wEN^!(>fV;rlGoY_l&a5W6oBmz^?YC
z<th>0*HZ94(^Q8zCk}Fn#kHMnq2(=0S`wb|Z6#?#N>~9(TL}!T$RW1U2{IKxoG6fW
zZ`5b09Xj^wjC^yze{E$hc|r80XWc&j4nY3^53Vt%DcoZnayVve%jwn5s#;U(v7B6V
zIQ0UlD6FM%T}fO<W-mZ-YiYHhd8Cyn0+$u27ZmqXoT1erMTK2q6snqA4JM?(4^if;
z8hqB|r6~=9aggb0#HgR&F94re?B8jqJ6}keo)c9~PUu}tJIq(Qgf`C*qo@?MTs7LJ
zmgPGShjSJjbxC5WysBlz6=la8#W+Pr1bI!?vg578ZZ^7P6)AMDHXUlI3@s^fXbJGT
zhVwYef`ZZj&5I@QiO#Ck#Pa!XU6S=&)2U9>X!RGAT$c_MC!$AopE32QnGF*yrNeOL
z#zStfR<_i_8lM{SGNL+fx9g^Op_?B0yEzMY#HvtaK$!JnGmz01OAS=hDwgA|xTg~1
zB{Lg}+sv}@4Y?iFEu<&Sc_5>UjO6z*KiY>csP}T2W;CfT&4W;4Dx6egPNzzCB!w`i
zGN9ANv^<0rx>^o-OLc2)N<Wo<+c((96YQ64IES<j9oha7z`HHQ>v(qzucP6$ArI4b
zo&Fr{T}$;`ETObgqlzM#%EY-sU8P#q9(gp?6{u-`$?WsAEb$H+&kR*%O>J8&zf#3Z
zs3i|jA@np5hruOkrdxrWk7Za0Qd=%1lB_#90CXqhGo8-)z#kFQ;l~n<N4PoI^y$CH
z9eaE@)hZ*t<715edw)C=$8?kHk%Rc;Y)SRc9}*x!NjVBk*po6enA1ycX4>P@V4zH<
z2nGp*Fib|a>(@*NQb{=jeuwL~^&EUDR@-m4x<-0z2K_cU9nMbuI1z;(@dMXjao6HI
z`e*CkjgE1Hw)oujA5NJW;yFnqkW>DcBgg|0X}s&U4CXF^K?6-S7r!{Uzmd}cuu^{M
z&Q3Z3*B!ca8QXoq_->F!>KGu6UbxQNe@;4)({6`uxEuF9a(iRG+wt=XIq8Gc4%iqU
zfg6B+oB)BE(;@`zJNfc5IrPF8BtQ^49)KN&pnT369}pIk_xB|Et!Be%$un*X4(6vo
zjMHVuAE>)Yl&W)0Atfcp7celE(WnyPPUEj0KBmH%O_?g4P>UiA_!3`-HWap8k18a%
z&MBD@q_FBz>o2hC7SpXbl&!ZCq^Jb~IQGa=J?@!M-#tGwxA_hu4a4Bu!%f+BRj*5j
zlvdSJ;;qVD+N{^yt0jrE9trcMy-Z@J)hIsppE2i=2`hQ!E%#KnoLbdg_B+g^C<Os|
zn1dG5WL|X~jN?XzxfH2!3rQ(iN`^t90A|)S9JU^~@?qDf3wYeK=0wQs%!$kE-c(5l
zON>d6YFA&5`)UBCY`oM3HtG}zDN+=qs2qYv9<Qig7(6{&Pe+$T<i9Oo%Y^Gs#g;7!
zG>L3J%7WT?xiX@^ArCg77MDYwU{;j{Y8m170O(3WQWAs&wvd#7l#Yo23=9prd@;mA
zlG3G}g_CLJB=VTHEvt(r0Yg%mAeF2p;7kAk`?k38p6@Gpn#xMv<<<7m5}j&WmW_P~
zN<bv2sZ{WgkO3r<j12VSj4oPp9;FF2Dt9mMdGzNUTMf^JYS(2#apumK8APTaxWb)6
zz16lH)|0Y;JbN}?RE;MfCj_M92Vy!MyX+6g95^(sGdX`$j1Y{`>oF!FDbfO1n1aH{
zPhH$Pi31tP->5}Wfe^A~Nd`a>Bnj89<bGItd`U~sETj~+wSk<OC{A(=4KjnFF~2-`
zi(f2xl+qOA+`GP6ZLmt#<)>ak5E3$?r78eQLPy>tfClFrA_yRmK?D*ABLoq#1RcQ#
zsN>s{(bBB+!O1DW(sS6S2j|ly{J4!Z{{RS{94>mq`t5I%b|l)hPD7IC&HawtWlECi
z3U&8ehGVo|by-`k`Fh=POL4_1Yf_4;jDcnOW)V7aC!h1eBa0x<dfrhYGAc}%)G7_d
z_lVN?@<st900|_302w5mfB<euJqH&V_Hy_(ugSXE=Z7`zT7@2wZTS!K`iXE;-iG~R
zwCF2M%H$boZS+B;HKA0eA7f0qgoI6xflqD6Egps855sk}S*O?N+@7)_)u|HMolcmF
zN*`27j3_Oc4L2dj+7B?|LyRqL64R+ms3~zNP?D)wLP#5R#>3Qf1Obkl?mcod!<(lF
zR%IN-d!Pst%=umiI5V~(sp2KZiWx$XRqrWU<uPCefQ?j1fg>%!#(=Ejs7NCtuATih
z#^07t9l~%x17W|^?eg?JKR&$Bb_8y5oB`hle2<S&@%7_;k}?NQ*(YJ}1bjOEcHfIQ
z#wwjebOI(|pDW)(<!k(KZJZ4EI6sK_cJ6y)jsZ9)2Lt~A2|e?+4`1}}z<{2))P4tH
zpO_?f_4VTj85<0B+huh0>Uw`1^x?oH>PWGYbf4XblNwFA`QcEZp@20c&r1L~jjug0
z6oc4pp5rI@XQyMnH|f6<55XzVHLLglXP5P0KDQmI{0GC-_0JIqAZjBge38FH*L)G%
zAnb5^`pi!R;0|inz~3Cbs^f4-{{X&AQ{Xqp`tbw*0O2ot4Lrsz(G-3yfGsNkm>Nej
zdAHN9EhPZs8)Ov&-?_m(Jv;XA*MVuy<0BZ)f3DsB1GlKaz*HQ2+3rt%nLT&)BzG9c
z&yML<PWbc#vCew@dSh|MVEg`uUo3SSTKYx)7yI?Wj9h!(_gr8Rl5jd_J7cF#pAEp|
zY>}RX?Vi5@{CfR(EMV!*4o*j}%f3B+y|^<-RshJ(0l*}E4}5R)&k6|Nr>L}zbpBdl
z@<>c-HI0cj+xqW~+(>Z*5Ha^kNZ5>Y&#pGlpdCBYZ`wV}1-S(mR5k~h7>8V1QZi7Z
zg=BzwVJ8^h@y*LN2uJ{dgOj#;{*Q6QZSgx{#=SXlTa30+>xhW<kU%E|rECV|o}Ylm
z2`7s*j+Wg7T4WP>g9BnWj905?yl;5}HT02qHqzQ_YwR)QMaP{>?7ljXkfE>ygQWHN
zjP@J!$3pw!meqRPsW3`Zm*OiaPy``qLX@883O{!^+d0lN!j88A`Ym>`M3RjzK$`jz
z7B?tEicT_mY&rwKUNuS@krn22f`z3?Qbya5askgx_S@6x*wH?skedvP0bI!ueNNG?
zw&XF*RI*ZFk(EgisnE&R)|lS=n8h~O^*6as;x2(wSrKBrTr}wz_d;RRoe@?Q&;W%k
zw+`eDAms7r3Y94`VzBBI7F=Zxg<uhd1dhJ&$?iwXak-*@6?U7Hi=B$pM$1a`g2KnU
zrNH1*YDwrwSli+OByYvHcyzr*^UAw6xLiw;q|#!uI||7YBPZFVB=3>?=9F=aWSneA
z0-G#xCln8Yt)R5>&VroXB|xayT!KtS9-rG$p+I=4&vbV=0SQU4oeFw;+usijayq2K
zAuZ&kq6eT_3CGle6ZGOQR~d2*T)cn~Lzx?6I<Rni9OHa;+lh4{8k%(nxGDH#gSq(;
z>BMxuDawxdbR*qUr*J*g<Dt%W8;#Gdeg^brNl!SxsQBnUc!49v4?+*aUpsl9Oi1fG
zpv7v?4J-!>kpe=t8We;Cs4L-=gSa{A>xymhTW|i$ykC8^X>I3rQbE8@tdgQIbCaH=
z>_{oeJX)_Orw3{8Lf5)dv=rc-BN+-H9B-0N*vDP?guXUybtONv+Co4nQBeSlZIi!o
zw|sO2@0{7AQCm+iNQ{I4E}>#0d!1*<Z;JJj9A(uH3KlM7SOGUAP05f==gSYj*~4}T
zR+Vzzb;3*vfm>~rXG?OLLbZ1|Tdg^QKc**T^uk__q=f3(NgWPU60Vr^!2X<5$JyI<
zDwE8)v}YYkSgg|sX|*dUFGF}Qp*Yo{$8)jRob(vF8=apzI@Pv*@K!PhPjp~>LCE>^
z;#xHh?4)12UQvCB3e%w^7`3c1TBQ=C8;<q45-%W>$FGEmB;H9n;<c~F9Hw0CKZR&w
zP+Ammg%zzwaf}>f^}!hR+l!m<V{oRg%X*z9E+noat;hgx?!M2x?)B4@cEHKO+lq<j
zd@~k9a*~ZY98R@^u_UVp1dX@sM&#sg#QFO@?yo*%`Y}=xCsNm-1>~0_5JAD*d#WHO
zzsPabaQBCHv|3>b9zdlhUWz+%n@%~tD8wbTr80fhrX>FW7(Q8m0M4c-m9_HT&7j}$
z>r@Mxry`$7Y9V$)AqM@rYfd;CRCw+<6w?O|9Z#*Nv~7meamR|Uw7-?i^7onZU_uW2
zC6~=Eb8@meUUkP^YTl<@(Yc3Xhg@1x9S__5#BrA1LK2siPmn@Jf_U|r%${#lxfMyD
zcT?$2R$US5P?)E?DN#`TwKmL%i6jMUN><9=alD~^OD>lE?YQ#o<NZA8=6sv_?5J|$
zuUja(pz{Nm7i|ud^LBNR<pz@$&Xo>DX}4rk+<r`Jrqynw$yc_+R9bV-mlGjgUz_&f
z`h{02m1<F^ZI)eOuo4iGvz5inYNfz3sqm%*TOF5V*<}>WzSCel<E}SWyON+R*qH$#
zAc8W3np9xUE}#BRMUl$xWpam|R{sDpty(?P9xClu>87CC(K?u=)NbhV-=@xv?0K-1
z;(e7bnC~GjXlOVV5yh-{y09n~MVoY6R-u*so~K5R<Q65VPQMkW;kKm45)`$nQW+;o
zUvMRAN`h7iL2-Utyg0_G^2*-jy%)oGifDYQzA7v~RFQGo*NYs%rChf~9y`)*TV`W)
zngzWQ6)GsWXiuVnbJ8mk5D&H{RHGrL<J;edZxVd!@fpefbV29sV%fOws}```w%vNy
zrix4&<vI&<;jve8I#uPV>5jxIQ>?~>+JaMvanw|h?`M_uRNPjLgw(odtGo7%Hf1T4
zxKN@AZgM5;%#uhMp+pmM1RcAjrm5ktylIdtXq}{5Dnn@tC=WNB6@i?$k=X%W5om&(
zT9<=rpY0zHRCZLLr9^FQX#|t*EDiC~89$Cab0uw=E_ujp0|q#C2^ilCR-%#c&vBjh
z>5Ria0TK-EPRfLpq^=~XO%&w&r7j+WrhU=t@B@A(4ZE$nfk`7+D^B3yLu{+I{ryIF
z-+nz6@B&^Nf+y)F{d(=TJpE`L^3tu0ou*=S=Q{f0Ab9Fv{{UfMe*h7sX9OOOp<ABA
zu6Otz!-mJiI>leXJvsCculf!aum~V|Y=TcxGoGXP@ap*MIpyquu+-Cp=@?GHZcpQ!
z{u$ebj{b2q9|BD{5)LShjAtrHO9>eV)OGrU-;HhnqADq-El_|5MR-ZxWE17^#!nq>
zKY~JriCHtUV4#_`tpwclI6C_`stSLVuEYd_-h!T>eKXq%-?zgYD*60>@5<OgLR6()
zG_;)TH<Z$H4|R0F*mTdQ4F}ngRc-4gWNmp{WFt;UImzk?+an(?y>{W^=g~jg+ey74
z%-xh?NC4^o0Hj$5q1^9`bSD7(ax3RM<ix@F=O3Mq>5hts1lQa5yTfyD8(@Wb5TU5s
z2LAwPi^4Z1sm=9KfC0y3sR$$2IqB5*`m|qWgYB_o)Z9{Xe9}fXCpjdah6u^quGu?q
z;eDmk16-|w(iRh{8Uj)<I-xl9`Fi%>vwik$#!=<`m4Uv6l>$#-6m@kZ<JWBU<5re`
zyWA?Zoy|7)mWT)G$n>0H)fqz4N4(=i5;i1)Io`*Wh8|jz?7Ih;6Ez&kyKWt`{{RE-
zGzld3(0XmtIopcs<f!)Ee#3JaBCH)9`ns|XakdBpAPu+Taa>Z1c2(ObEThi3E@grV
z2P&z|86So-*k?PAAxDN*{kxv+6y%1bv=WjD0EH}*{w|~d0XQQ)w&ElJYPBW+^o+W6
z)L&01#*HykR1O#;D^Mp(q{uvp1Ijh!i*)f*Q*sw1r|WYCa8Q5&#_B-#a85D+Bf0e7
zejx{enCe~5{J;iUjIxqOPFzxsGwF`t5PSCGQ~2MV>^z=BKXp#|DJNmE_jm1r2<iss
z>BM;OHx*5ajOAgpH3dpjirYd`*-=uC*cdrK4fY&HqyGR5Nw89#J#U~Fw8-?m@eKeS
z)9MmQ?ogA@_=vfKCtYqWgm;La8rBboTko8-w`lywzj>EjwVR|{_P;AEO2zY4q^_k+
zs<BV4*HZvD4w+A4TKwc9OvdEOOA7XO6qO}s$DcPjQQ_Ti<X7fh9PprXy6%*xVOTdM
zoD&tRjmfn1O8(eCblcpwdfTAOVocc-*>=qCV!sr|Olp7xq4#~R)C5;6HQKujGTYT^
zjES;jA+#acU@OUr<IV(!9wIYsB_3f`mcme+CvGE8J!}qN^Ge*AYjXnAp<T3j=u-=e
zS*NirZ509w@g%JVOesx_7UaZrm)cg9HsVwV9y{7fx45-PN9=<%CDv&|QlQ~%<q9is
zsEo@~VO|s`Bmhc)B>M+uxFb9|oYVs8sjg|IR0R~}O0oi!p*ds(%qmtvxfy2A!Ve*-
zo*ld}cv-OGJq}e$qiEb$ebG9e{{Wv3qjFqxskIt}w%$kxkcQOogB9)9>=7ciNK0u*
zu|Ko=(xbtnTsOsjo|Ou{*H58RCXj?lOe=nz<x0AUFSwFhL((eLnDPr`YEn{@l8kW`
zRpFLp2F<jnRIXq}dMyHow9sf5jbfuBWhUE|HbeA?5T7hdOKeAu3uq2`YH_r(RCXAe
zJfWmhke*LiYQ89Tow;t=Rp&07g;g4QW4nCUYySYX5eb-bCbKEV-z-vK%BZR;JjSCb
zw%$qtRmUj2=&D<(3kpKpQ+G)%mcw~QU|{9SQV0MO5F*E6D9cQS7nM?#p~QhX!iuCp
z2T*UUCti4vK0XqrxfwFELVwyRLR?4_619e<LR`|MM=l_Ly=iVBH|91@mEkG?EE3Q7
zO{RZk`4e$h)rQQ7QdAYCDAl2YbCZp;@xj<{u;34i+Pt`yb;V-WWJi>k^m<K39GX2%
zGU?R`wF`nAN>rwo8N=qZhN<-e<ate{O}Mm$BPj~uN|_DWUJ?R<@*a^!aX=q*C_KsQ
zoF8})M_#xbdmm)DonI5-id|y+)wfVuLxnk1q{=5g#aiA0fM!%o`G09RWgiQ9Ezu-2
zijajVprWLuLIfcs_)~C7WPvc4+PXP69amR7>vbZM;#FL9jlzaQhq)b&=dLr*<BOcH
zyeSqdqZ(2o9ZClZ!Wt>S$50MG4B%{dsV@dph19OebutQ)?Lqg7z|KmZI!5Ot9A^V<
z{Wlh0&x(`uTOIVF)V8F=Q1luU-sI$robQds2K#Z})qcx{(x4d3l{l#*_mw2vY2w~R
zr(rxB=q~Y?Ae5pTI@o^ADFE6G2pu3rrxf{nOf|k@N>W1H24aB9f{9M8ussRE$5D(P
zyjVSwf3rNMs!m=ISfse5C;~rtrj?`&43nHB4bFWyuIpK~Rqti3N6cH3G7gY^-!uf^
zf^u<z(;Izwu&ep=OXZa|jLFct#Oi!P)-pq0VqAFOk++uG$lC*coMiCEOOC9}g{cju
z`jss*LFs*90XXP5y3*A$8H}L@VnHA!u@kv6HQ&z_XX1jX<-nxS(!bxjmK5OMP;q0<
zbxIqIsns1>?s3y%2a=Rx*@9GnqOgT4BOv5}4@0;(&tAi*;R(-5lB>MROcblkZY#QU
zpk(A6>DAl<27mC-HsVckR*Xv7PK5i7qe=(>qyh=R$DjmY{6`RRcRTv!Bq{+|Wg_qb
zCPZ`FkkI1K18p?iHMbUgN=n^4v#Ti<_=_8WG>l0blD8Ji<;8ltA!%irbsl`#3s%4(
zh|W8M>HtOvInPY?6mj9Xm+l$YE$uZ0$yZIqRIQgB*=O43y7CZ7-w8sHFnVBMfG{kF
z?G3%no8iv6NQUQ^Q@VYI*ouTNOQqVw&BlF6BXUz2PORgg2RH=r4|xY|njM=+Z_7(s
zVmGfT#x)=e=U{ack`HilPH-}~v!zZ3=fh6I8w5|h=?hRgK?y@sU}0xKMlbMWmkaNy
zCo}Jt0;Bg3G9)Ka1xr~5Pr5WRF(DgpoPu<1)B)G1z}S5HU>~0y<DpJE(r~91`-y3m
zk}^uvN=5+gRj}Ks$9@6h2ympGlkSjuE4Dr-uS{+@fBZ05-|YjO7M(Hnl<Wvnjbf&Z
zd#Q^|0!sA}{udrgEq5yOFmMh=Z398tgasU_M6E}XQVCJ?0P>y47}u|OGfcH#I=l%H
zGNl+yM)PR-;^#RfXd=bsO_^^Ld2(8#u_}6Tg?oJTiE>JZVixg98UFwdI}RN*=P3hm
zoDH|@*FC!6?~HB6%56IY1f>Z`N&vvXNWw-t007$?bRCZ$5QP#5+XwpZ{+~X*VXdeR
zI_lK}yjqpHfTA*_7`R9vO|<1WID0+IZ6-4i+ESthro~E_Br7zX^*9vUYdydj?~Ld8
ze18Gog9g$PLXTWzch6j7<MGe+;4>f)K_u<I+4SF`IotJ~1vZ?4k<b&qdhd^yUOCs*
zawgC`^^1JKw(~pVbqTT70D&9+U)F7o+J>xepO?cs_vyzsFn0KFgOB5Zw_Y&&s@(VA
zp#FXH)8+Kl#T6%QhC$9pPxC&T{{S8+kYq{ni8BNd$_=?_2|X<~Au*`5`H+x(1^qD~
z`3sV(uw)D>hk$dRy;$jt4*viTz;Pv6B!EcC#y&@<bJJsz2gm0cc?s6+&Q47WIp1v7
zJv;V4J-CwX3}Yv@-(CGZIH3KVQP>ob=anS&<*qCsKps#u(#B&!uP$0{F#z>F4ge>%
z`20W1fj|H{?0V;*AJgf;cJOcj*b$I-@A}^Zfq@{ToyG=p*zbXk5DQ<^%H0P1#EdaS
zW{`Pl)&TkaFdac4oOUF9@J9at4F3QwG~=SqF}F~9_2@8n-#l~TG5`S1pb$P9^w;Ir
z5~SKb^dGO+O$Les85kJ!{u_R`<DL(2N5>z>j>jD^268^9=hr_x{{SsId$=7iK*>?>
zvD<F=&#w^}nKE=EO8|Vwsn{M^up$$@3w*Sg>HM*>F^r6z`}aF=BoMDdzTLl%PX7Q6
zyLRA>B|e^*2M7B7PtT_vk_O=HMmPBN-(#M>zbtLT76<!prOt-%AjHL_nbUkdI_-OJ
z%n_j+zot7UCw;nLjP>~XWaqzK{(Ntazzkzy(|_Ox9}%2q1xeTfpXx_Jwom%;^bB_-
ze0ufjc&?$LnVtNA`{!%oVW%m->G$gbar9&0GID)0usI|1`tcHL9IvGEejQCVj3=A7
zZaV$ba!xM3?8yS;ylx5iO>xOGUsBy#Wz}cNdMR3nWsMOKLKtira)31qZS(2BUGwTs
zZk!>xlW$Zm8+CE%ic611bjVy>gsMwPK?+MnSWldR?=~~<Woa9bPlbPI-o>l7{>l46
zLrueYhZo|!9ZYtMflzSQ2&s39@bK#)NT(+yVH`TQh_-1;RP)JoXrzjzGDl_DJ}RCQ
z+DbPbeTsTou&NrzUr&Hjyreo3To76Yp^9}C$U;g1cfbrmdgn7})aX)D+TT?4p=}7o
zml5SUa)P&3pc_kQQ3_ECIT*m)@z&F;RA*Bems0amr%;r~OTj_aML|-VbxB{m*>t#~
zgy0a`P@(}Oan;y#^}Zf*JU7-!@}>DqxL2g$4>w8ofg51&jgG)@Rdw7kt$Gydv*jvV
z45&tEkPFh52w|j+y003$1mvEW<MGCykMW)v!}!+@sp4(Z@H)lO)Nxt_(WRFcQNhhx
z=^d+m<vCE=sYP8xu})cS#}}E@x=`3p)z0wRC)}iRmXS_ZfVP-@PZf~eQkd@$$`BCV
zS5(VHtzl~bLP!Nziry;u&tY=nnOMBJi*};cvFyep!IdQuzi7{^*QzOgQ#4vlJI;=Y
z63l3?N|yYYF<{dv@g>x1GUCFD{D$k+kM@lCXO%vJmha2npGvwErf4+@R%+|^^;yjU
zOBDLGqgc9G%y(3%Z?+Susf|4pq&nKb)5Yf~kBJ&ZzeBCv6KJvN73$4?Y!|8Kt4Xb{
zyGWZwklg4ZbuL0=!)`()Qm4eIAyJ-bZ9LSda-~LbuJF6|ASaj=C{d3%E>mi*Jm}5R
z)o;`2k*z8PMjWUzrQ0=XW6xD0)xu>aWGNK~YI9{zLSK_Txh|?>Ueo=YJ0<K_+CXit
z)A8=ywe1s%aa!7nUKzj|sYN9R4yAPz{3WHlt`S*6rm87IO<@&?FFR4)ILc6!IG!)s
zV!ftzaa1q%Zkw|Qvovo~r;NYG)C11Ys*<6~_b7vPD1ZCGJV4VToi4TbWK$va1u5dt
zSE$bhrUhG*@UH4zUCPxq>6Yx8e6YmmZTlP&sA&m{Iy^}%sJxf8`H|Zy2}v50r12~W
zC0i0xjCLa+=N&=MY@f%!2yRvK%F^W5E$psVSd{cq?F$CmrCRhDK<e_T)QF8mWVqoa
zZb*1H=DzC6mg~+f#i*%7mD;}WJq8a_pgZRwNk1O_hi*Szdn4KEPRe#~gZ6rb1-fn*
zMurfT6e(GXl<TTmn@SM37W0cz)`TGoSt?2p2uS&ti`TD-@hZyq6`55J705|QDF7i5
zf>cs6B`}hu6pIxof=?AEIT-`E7$dR3InVLmw;Tw-&e_1*Z_gX_-#GrfcUF;%k&<zO
zQU}i@jOROTo};%MN$HRV+hA?E_#U4g**kaRqsDePkP>t6ZhIbp1CxS2C)eV5<^j)K
zeD)Y4^@1_muN}$ia4-lU5ucbEkO|LkjyiFm!6V)O0E?;Ebk5oJ$m!cYyf$Ka1Jc3=
zQO|FOGw<%-e=Kq!fN(ROy$%QKp!GZV<C?c1q+|j2NIiao7|wIQY;VVP43dzMjkB@9
z8(@37dSf`x_2Y@(Zin+HvB3&Z+u}N$aMGd)+HL{4+pGcefwi#V<R&yaOo-o8=shPK
z3PuJ-Fb`9(B<<6-=jn{}90yRzK7ehJjNlXMcLe?)UIr16G6tY}bjC>EQ2_1m?bE*;
z7M)qfdgGxzh|YHTV}HYl{!?S|#GWf?d5sUmTHac7I1EA9`t<Ak{{SvIY(UtOFm}kn
zD#ucKgVYoG9t0?3)MI0|GmZ20IQ}Cz<B{AR+jai{Kc@Tx;pab;{hTaGo?CO!&pp0e
zwGN@3z95Z>10&#Z`0daTIOKlmB$5Vm)bEq>7$d3QuKjotcL0R|N=I;aBOU#HaoF_Z
zih{GYbM*iXx@R4F{{UQY<ehCKfCnNhAm8rugxm=v5$AE14E*n6eDE0Q+??kJJAd76
zx2fCn&N}hHq?6kNa0u_y9eQn^xcGJ8Qh?M32-FTi&Nd|A5=Zm=_t8ivbDg_@a5p{n
z+opFXu6l5{R8Et(p}wO-H<>apg*%OA$J7}-&b=ehU@_PNt<OwkY&YwT&-wAiMC>vM
z>H*2mY~#OP***9apgQ#<9gnY|>-l_m;IIOM%0>Xezym#xeB&o<XC3&FI%p!$Z!rT~
z$IA^OV@m-suz`I9_1Dh$3|4mpd)V$e_sGWkkC^p55ZqSv0_&v7p<NUTJ;_9xroFO_
zUZ%mUQssFrqC-B_PN=gYBmPV6wEJboSLM8fIDi(ALHf5jBen;-jDgb`?f8$5+;C9N
za6rjB922?5_#*)0<%8Ee3QAN8R05Jj6sQ6SI)V*|=y1W)^u>AekCObJ{j!^SgUaq$
zQsO-!nYUbsmQ||}>UAB3LqiO-S)`%novS_<6&^+uA;+k^g#|DYR22UJ4ZOLVXiPLt
zQ`julq*IjD0;;=Ghf8*z^LSipn=_lH3WGBX$wSP(z)P(JB&BKFi8RkIn-x2Pr#cC&
zRjwMsDo(!BDQ+xkY$b*$^z_J*LP3oUu(yEo741`M1s}R~BZm!i`Q^6K3lNZjk13>k
zLc&4_3D&fs0|ca!5Pt5Fu>@XamO}w4X}roHk{e8*05X6APE`pYm<9ojv5Z5Ds&(fS
ztf?g^MA!hLlnK(ncZvj<Q;-ZM1bT0i7W{}eYzvi&eL|mg%|wUcu??6_MT{uWX-bCN
zgrzU9-iW8e#Yk9En)h<q%8k2r&VXF~oo~|}e73_*7?h~ay6PjPpvqi-$sT8v+@Pcd
zxOAmXY3N4|JeqYmr$e(I^IQr+Pqe?CDk*i45YkkXjX~E&0uD}3_y(Q{n+&19Vvh6Z
zUzexZqN~f&;-KkSDoOxIYI{$A>L%YHYH3O0MCB3TxJnZw!5Kly3a>B}yU3ix^O>V<
zM<4(aV42j3fuIosKmo^|e;tzPcE{SI_I>jb=5@L?BG<WXD?OCS_L9r9`JEr0HZ>s)
zsx)^ZB0_5wIuoHUyBIMRLe`Z%sG&Bjn@*=cnU362-DT(yttY6feYZ<eq*cvwfmRQB
z2ti1Qvq*5fJjCR!4FnXaL{;t8MCNZf{@ki9Bbk<4k-0m_{zcbs9#>K8@t!p5?aI`9
zH4Sq<5`q^7r1dtvU6(+ng_7+mRU%u#2yx_>E-sfyt2os{OVSYA$}Kz)%SytXX@>-+
zl2wD{KKg>2&QydX3<6IG!zooIBZ^jKemjWq1{8vvs7uZ}K$hJ|%tFwnsvcK}D>JPn
zNlKb17m>uCW$M&0grP6+%5D(&b)|(VC{tCAI?UuSxnZ<80cmZaYDrogLxqNkY(I0v
z=6xcb>^SvG)h4YDktS*zafTA?#}@kBL*Suo1s2_XrI6F0e)HTJ4__-Swz+l7>Rr82
zkri_2)Y-L($$$%tHpJPJstPO=r6Jakr99JXNJw<FRFs5}I5g$Wkp?w1)Fh?HUy&A}
zOVa9&@g%y^rFn!6W%pfVg6dWZQLqC$Iii~lgakJol!QcT2+Bf<h`?BCI+ndkQ)mt^
z2~kkW)tr(^y!ZjdWU*6Bv~A%fknURm356_8?{G55i!FqOB^ihyIP-}Y1|05zkuV7j
z+CYm<i37{;C@mVz*Y>A<ruSMY(}g}1zDm<zzVsOgYG`hiQuBm43qWb*MKr_*(8|`N
zDaO*U2?L1X_EvH-@r`u1b6*y1)owy}#4kE-CZpHrby^geZOpgn5$N?KN2$h%A?ORN
zMgh0bl`!#T(3PzyaU<6SYKsa%bzaXMD_9OKNo};LcpELk5(zm31uHw}exrmNlxld9
z1#0$UxvD6Dv7tsu_ID*8XIKO{J(;Ip$_|p+3WmdjhN)CSoCO8`ABL}o0woHS)U#4*
z5_1xTW@L<nE8iq66o3-GDpyc)l$x66Yg9et%QT9l4G>~dq$@P1FS-FqnZh#Hrb=e)
zdFN8Ku;geZk8x!&QyL5HzKvxiAjo<2DB)ZANebN~g}Jt1HE+LeNG?pLOOH~GFU?s)
zud!8nOR~^Z&Vrp@)Z!AR$Wl|Jf)&39^yS1ZO^(vS-KMzP63`H#<T&hRW+4QWgs7@J
z?KzYavVbHg6oMJIG(l`ex+6w?=#v<xNR1sq49G3jWW|oaSSnguQcT1tz!a<mkO}L=
z#Yj{W9uyF$QBd&{Hj}I!1&Dxk#6c<t%zy*|77#Y%4E*ulOi1rGmY!v|n{8}5ggk_}
zkmP3&^A2fPDf1b5v^>)BsSY6vNef6I8|fH7m*Jnt`u6$pt#W**3!|beHA?-VSYn+i
zNlS_mA~_mlhh?m`l>`RW84U$FrM*uiDL|BhQC)hj)Z29w$l>U+Yc4fhSx8WiN=+87
z@OM!u(4$jon8;E>)O_7KbgfED3~Xi$8%6S@`pQ%<>8LmgO@V=$;F2^7AoGJMAWuV~
z2OS&(-uQ3z#($p$Pk;d@U;#NkgM8<vJx}OxxnkC2{>Dum;=pRX4f?8sp_MsEX_-op
z&PXM|>%uY%X~L9}NFgaa7T%OOHyyEGp+%IKaw`<6l-8xFI8z+VWo(y^mVD1~D<|9_
z<PG?lwLnq7fRz6Ls05(OV^J!~C-;(du_y#(1whCIkY_2(q?D>62+9=)RHzfYeSae(
zzf-n19sPFx7{>(>r$U~I1{|g(2-0N3kXUgp24%x_Y)Ovhl61Vo?X9O!edH}FN`NDS
z;=n^_LCGzoCqB3yr*JS1$2<4W2`UY`#kn4!!x9~l`$D;0t~#eufKc^zuQIOl3D5`b
z<GD3a+9at(wvbi6c$^gyj|>6{RGXy0f!6arTJvLxNkXAUQlJ0{5TuZ)By*668-k#2
zBL(&Ail0N1K!-F)Q`a3)`aL`{*O-whiak=c;-6Ne`Amp(i9jrBK6;pMNDdXGQ^^1V
zHwS(3liQ}<y62Czdw!c&nMa*Dl|3edGEG93pzDpLiE^p)DNi`0Awe$cgE~_nI24rm
zrC<ewkRj9oj1HYM*!RZWPfULf5d}fWkO7DSNhehkI}s7<d5l7!g4#$2J<5sF`7(h5
z=UKFA2T+*vTf3jG9%kF?g3}DzR}~V3%%r@fJ2XhQ?HirPmdQW}Q%={_3<ND`EyoTL
z7P6F}SWW;00s=5jdyE{M5`LTGJU>^xJ`7uWy(TP3(chgS1gWnw!%e#~NRdv6AClq{
zmAvv|#*G*_;Znm9*=QXNAt_>+Nz^bpgPs1rA=BsEJZ14L{qsR<&acBV6h(np1uhT(
z7E_5*z=;{7Y;+tiA*VSLmK{)0xhf?nRPPok5DZ$tXau%1r>{)^0G8bbJ$rsU3T3jR
zq@Icg1a>{Ymi-4#yKzbhI&;(v9rKZp6M>Vzsn`zPI50vIqo|S<(DmGb)Pb<apzH9@
z6wie=)-G*nk6Xs08lLF3q)hHK`D=kKG83mGxFb7(@awQ1xI7O71Ob9FGBN?`K10)U
z`SHb&bo;|mBO@bVKE9h{)b#^?1*17Q^!)pA78#9@kPdeQj{A%boxAqi*N(vls3Z0B
z9BKwf$FLdg*SDul`0Af{4!d>1#^7}N{<q=4Y3BxZn2uWC4hho7Tl5Aa^Zr=o21&@t
z#@NO)+azuJ_;K`U8=YAPVT^75zaBb-?Y7wb`j4*v0G>17kD;OgRtUix5!9bS@Wy_>
z9vzeoNQn_9`%axdEimk$P3<FHw4FKma=thybzU$&Am`)x@7IY_;O4P1na!7>u?6{2
z>o)C5B-fZimWU0;TzZ32-yms2CFseFr7KVGB(?!0fMWU>dPA+oWwpBd?jfdGZ6$6x
z>xv0&v>_m=Yg&j(Qjkd`014ZRc<}AX_PI@F2~|cLH-*aEGV5*>rA|}h6qh2=P`&V&
z!G2`0otH6c3MxY_o;>r~UmBp{9hk3Tum>FCjJZimP8I^zr2tg%AjnNPDR7t}PGoG^
zM2)@!M(fqceKMBmiCUCJm6#NU!5gd-n@B(~LW)6s*CDqDT#%9O`fY*Jw@$rt--2l|
zy{iaq1x~E#LI4FzQoYcT*Qq0IvUbl-2r89!>9UH_=nSb@DN=zbS4^ik)Y&*l8P3{p
zM*IqoTWR9ck=;mMa+RS&I2a&-vFdmDY)4)`9DP*P4y~6L3rfKu1tG^6DiXHBhy_Ff
z0#)J7Vr+5f=|Yl_ppqm+l3^-<Krwh6^#IN0LT<Tj7gn~PVNA$DDN-D4rAShOfeK27
zbH73X!P{1J@m^f`<veb8)~cMCwPQ#Q(Ek8r)$e=d4<)*Nkt|DzTDR#D;|3fR`;vO2
zF;e}ET!zIuo8(j{PK>Eg7?*0-M>jclZ`yJy+}3e4nsqq9fG&8<KKztPs!okbrLwrO
z8+u%qU#Lxs6{eYLO5SnQfXYTs1omHtc$NjO<2IFB`(!GWTCK})*WU6)YP(;qN?gi~
zPNLI!L37?}Bxvm`OgIr?!DXZ~8MLQW&u8MMhNp`5dZ2cWogkJdm`jauDhJ`U)ID3n
zGk2?95__bjbY`iCTyd9{vdd~^$XMe`rg;rig;6OwxKs--szO^rA08B?V=~m2GCK(f
z36+&6%C|oJBKV8tZOJOX8kZvbrY-l;L$2H3v;t_0d9|e#Dx3(aRZ<+igGyUXy-#5)
z&$j!-wGx=Ud7zpuO?FDA)1yp<QIY+iuPx?ljL0eWS7A7()1?Yh0a#jyX(}39Nz^@|
zRjpQ>QrMLch3=I$>qRR`#t2dz0OV%_I43*fZXnM*d<Jrtn&_7~s!Ht}k?`}PyKNz;
z4!tGB6bGtw@ZaqEnvULL<g@K=Biu};^O4>AH1?}W*sdJMXE?_MT`e0fD?b$BiBhUm
z>XjwVCrIjo-C7|n_q6VU+ei(!Nv1Nm_XTr}KC1Srg5O$D0}sMl2><|^cTyn$nO0Jg
z7PS>A(WX4@Th|r&E~Q6P^~$9|#_F=mti*0ynAKE5fQO{1#$InsC=uLrq^3biTx}$;
z4g@TpUP8g29fe<UsJAQD^+hsi?}!tpRH`nz+Q_8Ji|2a+iXB23K}zKig@*%vV#cS-
zn|=m7P4Z?1KvUMPWm{DFvg#0SOGUS-mn}Y&;#KWb$+SeN`42ksGyB#TJ|PK8U3rv+
z4kNEF>Gdjfihz?oq*qWt_LrqXT<Yqp3PN0UwkdLuw%GPJ5}2|V5iPW(B?ryc2A`;S
zPiQztXz0aX2;z+KI&}zFa`7rf?A=RCDS4IUf?IjE)<oNv3jG~V4s#>yDxG2=s3r-7
z-L;I!AP{^>Qm-2BBC$ud+Mq?CR_q%-9Tu>IRi+^n=NpYedTYLHb}LkrG3?W&Jkmi6
zDFp@X3PJ%Z3CDRU%X#u;u;sg9)9Nmw3$4ka)7gL$n60G^w$(j{+fo-&Qk2xyt@4QS
z11c&Ac?&}3qg@ar$+K%RYZSOLWj#=))Mf@7j*#p~!XhOpq&~DNIB~~XZeQ<FC7*F*
zX$VDK7R43oW>jZm!Kxa3=*RYiYN{BUB&}_&`OhjOSkIwBOKZ$bXA6mOCAGG+r)?A?
zC>p6-k(5BO5dgqCfC&QPP9jsqdyouDK_+aFCT~CHBTGOUCn(e#C7E{x0m>~()T*-~
zmnl+T6RFVW!%FvlJHNH0NQ%qS7+Ya%wBu`S#Wq4hwW;!=z@gM_V%09KIt|SAP*0^j
zNpfXI1JvgoOlfqdO;%HkIVJ<dI^MO$9#YVptR-bl#j$I;<)L#>Dq<ySD>U|>r&U(t
z(qD3&GFoNEWfNBGk{OvvdMQJSc3uabu-hRC(4?Fi-Rnke`jyR3ixG+NlSGY6W(&nK
z6$(N`N}Vx?(%O1eNo<x-@}oy33Q%!Qmec|r-Z*X)ut6pQlp@e#=V>+|SX@P!01!$-
zg@~9{f#>EqA24-tMZrB4?`3*ua-8GNQ`|xp*{Z>C0^4#>8S~(}{Fw<_P!zXgp+PAJ
zC{jq^s*Dp<@~YA<DAejquO@9(x_u1>wCbLI8&zotZ$l_4XhCQ;lsKo>65~lyK~M{V
zL3X7QpH6D0<w37EAIwbGlOc-bYAcUB4yO{W6`GAM6Rx4`hmff9B{afY3QCU(3VcX4
z6j$L=BpRhYkuj*Xs>G-$R9Mm`B{QMNlMPKJ(6%JO0W(DO$A8TskQ~E&B3*t6Dsee-
z*r`e0!a*RINSN1LEH+dCNE(}@MS#5Ju!3v|(g_6I&fBg-pILzleLd$SMQiq*$4aF_
zoZFQ6n1+(m{?Q>$I?f)D`dp6Sb;QDXAt?$42DA!mwYs%Z92Cxy!!L$}%H1MO9s?^+
zn6xti$0Q-iKG7M}XnsO}>v7pnkhYw4VF!3s>dZY6%6Oeas2LQRlv(uIEh&jK!X!p{
zmmf-WI>QqjN?VWR78`Bgl?M>F2MX_FxTCP`+@|XlDlI+uQY$SX`7JwIqECj1&p6~5
zvEM=xSz$@g)50`IiXI4QT9d;Gc%0q)lVR^GKmgPcGX$AQiveIUI#$wB6Wt){Y?SB>
znFjL~OcABYoNH*or`HocM7G{oq*P5JTuFh-e3_G?zO+txgpEm5X4(uX!WPn7^Ick2
zP+AEoyQ&slEdp)6{JMl>2iGB(YZ70FGMOkxl}>qieTNqJn1`BirKKU1hd~3(Z3rq=
zx~F2?cNM1m)*?|WE1W`Vl3JR}2t)6~sj(iQhY}`4Q%y5hjS$I!Q-E8LV-k)WO09y+
zR4Ogy0r>T4VR5dR&O8?aD^E^oY}cc~Eh;+_0>g@VO}NY6N))!rLVUe03v>{o<A!$3
zU`}3o#0!FVlX3)QZLU%fkbUVX8Guhni^-cw5fQE&cwQ#C*CsVes}|*j8l7xHYIKN3
zfl8G9LMoa=ijK?bZLB{X4Z2nsLxpTD4kcM_O5^2E#r^wLq^48R8g2}PM1G#RP?`<8
zWQLU;hn!)hHq)T54wlrd0HsPoP(9fH07|J%fl!}lTgawAM!I~Ph02{#wbk8=6)ZU0
zw8w;`#xk4s)kJl-Y4ROZ6Xz_5&8($FSCpvM;God!6?QB0*DWHhS!!%L1-A-pwW1@{
zZ(<T$ad8$|NoGrmONAPclohECy)Qf!;dG?Tr0$XeK!PGK9K_u8j3u=tCoX6NC_n*I
zb08HH8cB;tnT$;Pf5qkZL607n9^Yn5m8gzOWHuOe4dn+C8ko!O##4_r(~Pv(VFyxB
zqMtJjxQ_8PN9Kj+;nMZy3s(&Ww_`a;w`Wa*76a+IRX$B-DrCA8frUb*DJ9B-i)k&i
z(o_nyC1tpx)voO^Hrp2TvsQ-tv*{Bm5#g#_3Y0~==E9o=32;8rVm#D{PZc)m<2piu
z3H{l+SbWRy8+LL&onYO3#pT7BGnZVsvhC~k6~lJP<y-I-TZJA5xpjh%Vvx;xuDJle
zG2poZa+fhE_MjbbbBnse-NTEiN<)8$?;dHpIJ7d`MNW{FDd!fJ&<c=qkdSk&BN8X@
zX;KQ>$N=R)8oy-Z$P{vni&~wO+y?TJPE`mOkvOl<3*HR8M%|tbIi=$Y%kejGa)N=&
zYijMAK(p=ZinR#bj@WRdRjbRcITEEBn@LNJHX_oQkqT?GWF2pqk(Sf0Q9m?1aQLvh
z-d#Su;v<`r=<Z-Y0XLOa8&X=rL#;eu$d0#KaAhh>t6EkL77lp44sv)mx^4?@sc85|
z@egs%<i+hJ$L_9O&^en-y{!tm)>`&wSf|-HK!;b49SKTbRbrAPyB)axcC|-CV!p56
zv3JChE%|f5+D|GdRfp2=?AmQ+qc#k(meP@>*5)$7VnePiC}=GzZ8#c=fjGpe;k+FM
zbzD<`rOJ?mzOz%o8m*{dX>nsZDk<rzK@$o|OUhD0Qlk?%w3i-nNfgy=<XW<!ZB_RP
zbtMSO7Kc{ZIbsPZ2_&cjU;ya&7x89n?ovdutqQfHab7B^+*f_oYsj8z7n5n3A*Q3g
z>~z%QN^LFDV#KJsB5N+N<1Z;@V{6KIpVf~Woa~}i#0tFv!ifdwEI1}fjZpT8e$diY
z9L+JS(p!$qjH$G^btSn7TPqm>M!Gx_eVer|L2`ed9w@K)bm{l!EU5L{c5}5?9C`z_
z3$|r0#$lLJm<lU0VO&xqK#>%bHp41;yaXf%J*%?ctxcxX+o#iO462UoDKYA?=FN5a
zx}7UZWW{nj$Ptj8OsZD?VtwQ(K}9;9^QdZ_Osw}yX$~Q^r3olyS&-d|2?-$}pb%6O
zeH5HP655osEimF1TUx@DO4f{pQw1?{WC#R6B#?5<8+XOM=~}m)on4?(8k&b^H9fcx
zs!46NCB-HThTAjbJXn2gIMFRF(!8a_hSWTQs-g3zm^T;g8B~g8t0@%N$d+Ovp*gyO
zkhtn_GV+%vEy+T{k>wc4L!bnq-DI92LzQ~%Dvcg}F;P&4Qy!;OTZxGDiFDxV<E|uS
zMrCdi%PB3$YEl78LL5qx>q$^iMXpriCTxlgF1~0NOhia+ZN*^`(Nt+GO4^j<Cp^U$
z-wi1*I;AR8Kr9B<jX~(*HH`>E#jtJwZL{Jji=|0AoieIIlLFXNPQvobVMGWdsdoWM
z+$%B44a|F_6FQkG1I1nc00K(%T2x^qKwQ7sl@wLjeMK!77P#_~>(SJNl&KCNhTaKM
z77|-tK+8+U<?SRI<u=)~AXSk3s%fUy<<^*C>Vgs!h~`^rN?KgRAMVH~Qp5UNA;5JQ
z<4$@_UYYDqQkMp&0-E!Psz;YlTa*dW0aTbCeL_QtaV0^_M)MH02NI@Bp-W1P8Ft&L
z(JAs1A~k*_rx~bEayy}?AD>SkC8^Fd%g)4;6-iTJB3eslLP8YE{Js?N8n=(_UCtpe
zQik*-jMI|xk)nYH&`ib|_*T*-w3OW0MS6fBOo%hMAjFa;2z=iAOSy>46(*;0T8^2q
z90`=%ONydPv6iC5iLoN8mh6{N8Dtk(2R>QVsA?HQT;4cpksGDf<JdGQqARSe_)}{2
zmLn=-t`^;CGMl5Vamxu%aiKmeaJ8jPFG9j~G<OFr>CoF%(<Zk2lv(=aDm-$h<)!D=
zgg6T>v`QE3%Ti15N>H_=t@c%@WtgZ_RMhD+64UYMQWGKtNynjtNK_OQ2IthNa#S06
zB^VCQXfq|D?>vEk>3dbqB|$);E++Hcwl5J7phOaEK(Qp;0FhaA>H;NdL6I4iaAHU@
z34y4YCIO496Viv{x%-Zs`r_FZ^6H91hAlleJjal?kg(o_y3H+MAmF40B@P9F`=XU4
zMYpQ`q7Nn%+EmU|id|L<uD2~Jugq$m>n$w_bJ=Q3qbUW#R7q{-npTZP1$tG)Rkf$l
zV2N;Gw`ItYC6&5~mfB*+b;Y!Srk^F5Z8;duc%VFlKDJtQNjPwOx|++v1>IE++!XrL
z%uwc19FbT{l*b|aJf!PLbubG`fKZ?kB}XsGVe)*?S_G41@d}yEnK@xH3ure2#7a`2
z2?Zpm5h_W54s1l0l2ZvPCTv2;f?yDQL<<n18-sZeXKfqD=z}(nE1aN`m=DTvr9B?)
zVc2e<qg;0)OEi=r#i?MW$gg=11%&x&a4jWHnm*B3t+^-9<qMG94ymY2OTJ^U?55I?
zbp;!ErGipN?$&Zh%9Wsn8j$|aN51X2k3Dcsr%Z^p9FVBRlu~LfMoyOGs+6|V8N!pL
z5)hZ#T2s0jaHIvEn{s4!8;aFtElNZFW6XgSnWigooWqHWB0ALTX$esYZE@RW#uN&g
zNpD{euBp`%pD8k7Sz=P8poM0W;<CV$f$stYMkH+|F_fFZBGMEl&_u+Mp(5adZ;9<o
z@#_iOkw~p_?fMKg%TivL#m^e2Dl0EKpEdIg(xUl^X|?%?{pfA<0+yUEdxFO4)im5R
z`fXm5T7^@kRAMzc45l1uOh}C(u;Wgl&$>c_@S(brtffOBf#*h(Ou6DzBuT5nLrtN@
zCYMvD)}2hC$UxB2nsqNSwFMFt5@^(tqR*O?Edeuo!WW2o)f(g+ufHR+0@tibDYGjM
zs6<2>tFE6il_9qlrkaaXdn$;g(!&f-D`X=Q0TZz5Um=ozYEzk_22kRHM6yz6_J>pm
zN{Wh`9paRdma8%eaNPk=xq?y&AG8tsfRYq%3GtkPDhAJLv1dq%@0ug6md>q7(heIv
zh*k*zcF6?v>%+;({$x{Ivul&8QWG96lGRDdiq^0^x>YtKlf9_t05$BbEGX*g%D2uB
z3{BBF)+zH4)K?WDOshyjLEXcp8#mky`fi+(Iu0YP(NnKcxkJx*@E(x`>YpcX_7F(&
zl(}u&wFNQc>j5f|Qny-f86-MFee7e;eW`XCJ+<t8TSy2M{4M6Vg%Zda`=-cG5N$WO
zT^iP~h&kP5um)fV==(9nhYaI%Wn}&qtzwp_0sD@rDQ$Na$l*yUu?Z@P1dLL@GyFkT
zdC$%}^O+ZPqar=yU7V;bIJGI7RlJoLlv*=oWQ4`1(-9q%>A+I_=M<f8xJ)#^t{9fp
zLRBt|wx!KN)W2%fmsyC@idU50k@uwedRDY7C(0`UNy#Y%bsF>3>U5@%fvrf6+-DV^
zby5<r6h}g|23&C|`>82Te)kOv<xVY1T9macl__c@sY)s&sHl=jCvr(SJ#)un!8ipU
z3vCQgAXCvZOG`@4DgX#=6pbaOQjrh>5Hie?q??-(tj;CGo~tVF{BNz-A1=g4e5~pK
zNdinlY!j3LU;qJCpFW`=zdBR$oKQad&K2W7;Ytb8fHAN_QU>?~f`unP4h~92cN>9^
zUbsKY`0x$(iBKp>ImuQ(FUWTOoODesAOsK-6MGBmzJ_NQq?2-F^EfOc8y+Ojh0hU}
z7l*E9+qV-hE_I^iMm$Tp-jJm`3VjY+f;~ZPu%b|jvDkIVF<eL(eY9%GCy3s*)CLri
zGn{9x-SOA@@D%huy}o_1@y}0>7ir!tI@^E;6PY1xo1yl}0c@-fc@CyfMz@i04kLN6
z>uNzIB#BDXWj3*NxP!9LVM#p2?IRw)FBovzeic@h(@a6E#ze>qYet9Syp+7$hDtO0
zhg(_{js5M&*zue-c0ER?BbEHCg<JjAPKV2DDw8b>1Sm;|Z&O&6=5PM+zJ==@K}pX1
zXBC`b#$KppwJFBgsC}d?sLGJrs!9}M1gQZkBJfEZ#wKmj`!w&V85Zq34mgwuN?coQ
zsbE;xDnPlAk<Sq`lm!0(vQAd-{{Wii$^QWJZkxl4gZ`v^e=H6WT$`rNca&VJQX)!H
z7t4DcX<B2vQlM?BX-bfwk`xt?LWV&Z$HB_|lQ?N248lpk#CM53wi<Kr^!jmWCQ_Tv
zglcb~9QC-iIOiJus`a|nA}{YAU=C-~Y!&bS01u}4K7bDR<LDiT>)0N<_uTE*d}H$9
z)Y4~xya}LhkYhc!Q`1J@<~P9O;ik>oR2g_9W9-iZpH0$6{SH1vV~1e_WL{KaAVdzJ
zf=#_IeXv=KU>sm|BxfBC-vW00bH~lHRCnK@J$A_Ho}E29d`AW<rq1mSR@-kK(t7kh
z=X1V$cgGuk&6|KsIa$wNXLkhdHW~r=eMhL^!-`6x3WUXg1RVzAZ8n=*TbvdGIuJ3Q
zxY!e)he9#er_f^ph$l}?_RcoRI}eYh3G~NfK}?!*3>iZ>!S-j4`8m(Ij{R}`&lqWQ
zGmm4Hl7I7=-<Mqje38_SqZ#YLw8;34`fIqs1b_%8`=`rWM%<2=D<MaH@OJ|_?Vsz8
zKBQoi=rMuRcgM%L-@gWbvgVKcf|s!W0M2)gH}}86wtFArfyUpnCns|bQ5*jN<TIzI
zZ@7L3r}N<Z`}pBNzKYvu8Vv+&PbjoT_$u6kor%~3x8=5a>~YtQsc!%Ue9pxB0gbx;
zeev6Y{=qjt^%*2!V-el>?TsDD?eOD&V4acu%3eF4XM17X{mgBS{{X|O>tlwHXGLgE
zYm118w%0e*a=5`-oA*XHBc|BEB<DTwJ$mQk*Gz5(FhT2`&OI~KbjMr{4OIqcQ3;7F
zIP2{0?~r!LKs~k~_CB0!nq<`jm~wN1f80B${D+s5w?Tk2>A)|`&TWMNh_a3EZG;i9
z+<D<?Vd9@mylxjrY{8-!G2A32DUniiHIk#SDQycUeup6Ky-#?Y=CwlSmnuE7Ta!n(
z%!sh3JtZ-ze%IxxHG76b?kO#nAt5V;PIQ8&0DaiSapoyXon9laS)94#bsmWjI|8rF
z%d$;8NXnRfiZv<{ou1-#0Hi#k8ex@%Hl~v)PqwX14AcE)VlK+mstN)gq0(GTNinq#
zDz8{t65x*L#uW;f*-D&7N*t1KtcG#N>kt0`4$olJ&r)$uZ@hSg*BZ_v*w1C$IUUJ(
zaeu=WxaVq1j<ZlHPY+>LTsnc&u<OmZc$2NPx}<RAKlAst&eyFkQ1&vFzxY<zr{jI5
zs90G?;X~+M9}dWsHQySAh8}q(#34htO4f!&NklHML#)b6wHie}p;(0C-dgH$7*LMx
zl^;3gRV7V4`(av-nuhS<%Khx*zdi~qduHh7`}cMK06LLMws~5_TGEqVs6vY#eaS87
z5kg@s%2G_ELNVr59#eYK!_eaSfF;}$-eXs3Hris_EQBthAuNfq(9)4jqCr^+8jyjh
z`3gt8+X>JTfR(wV6eUe6W6hw=Zt9`a7h9oG>Qs4CDe^LgE@<L&QY2GkqBfU(j(Qk*
zmsksNNsQu)!(s=}9@+hp{yLkFa84WAZYK3wD4a)V+2B;PkJnOzOuCx-E*6T1RrqzP
zou?Xlx}u`B96iSpm8sgc++j6)C))QHO-%c|HlB?YO9|ms6^}ZG-a&b`nRcZ}OKDzp
zEC!lwwhQT(5QH#Nv*`7$4mR726u8T+rN*3XX>ks=;0r^DT27UrX(>`v2?QLB?0Ag+
zCT;|^MWI?vD2M7Z{{U-E2v#)1r-Iyeokl{`nKK>^w}GcHT*=76FtNN|cz(O-@Ec<F
zg>F=r8Gx!a%MxwA{7F7gDyD}gMPduD$6jN$+*wYg<sm7L=4wbVd&CzxJ)%{1^9nv~
zMP`#|LvVto;71E?8_Q?}kQz$YQk0eIQf5nBeR=|M@gMdb_AA97_TD>r+nx!<I45L%
zkI~e2yNW%=czg7Te~bh>OWCR_f5b9`)Kwbtz9z?UnJQNdLrGd!P{4Dm_O;psr?Uy*
zJR#=lc)x0@8{t%~Q@WKD(`Q4RMfVC1fsn`)&XwFIrAr}6ZOpNsp4Yg2<}Dg~=`o@!
z&#JAZd#=k$l$K(hB>S;|QkDtb<qV9p4-EBzW856cyXbaZwG7Lt*CwJXM3n|(G7h;@
z<+zlq$%O_wT$3f-5*uu#0d6S>QX%Kxp8KyUOL{}jIP1<UTGqD|qPG^jd&NZMM<*)W
z<nekQ3H&?D<)wht=W<)}8@?|_Q8g|~gz%e1ww_Ba)2Rc^Mq|A%K&j745Qj?MjTS~s
z6oK@I_K^1Ut`$wjdv98VImI}mzun!H;VwCyq^Y*znWZG;QmD9VAMrKHZ6G@G!V24V
zuqzb171;);DCqb#F)BqmJNo*Brz+f9$nRaSSM6O{$k0(a8%jhJwHT1RoaIdeleSGB
z&Y&PIFxoFv>I+ZzioIFjl~1WYNl{Op;L^)kDUBHnM@P8Qcy;o#kT(Nt;19<;oc{m~
zkH>VtoI-IHMh|eyhaC<!Ps4wa-+XW}G}+*74pO~TBfLTHvCs$4<MiY4=ZSGz?lWIo
z#dxJ#m7GI}RJ&DKRPw@|sD0&yxTPHcCqMv75)y=jqy*#I8>bAmhFNH~+7gr{C{9q6
zrXY3RP02ShNx&e3q~s5n8OQ7NeLfT@_Xp-N{5UZ%r>g)&ly)5>x-*;&{oH3ee15!Q
zU`+=m9Go10e1|)A{{RN$bU5|mpLrHafPv053F{_eBVN3p-KYx(HIPD1Yrr>)XeSUa
z#P5TecR6P}d|EY+?6)w}6^5UBPnh)v;7m3{F&e5g$W)k8+hq;LZlx5trIa*>p}*xe
zrs{g@xA~pO>y9<O%qk43B)Q96sE>!4mjbO3mqb%01wty^jU^~cO}4i3+?I8<?F_P9
zY#&Oig(rN(k(`W=A;Ndh{m$E*`V;fvq30JQEnafka&2qIizVi=sT8`TMm)N`3U~k_
zeJWC!bI5l9A?B2oF)6J~$Zf{dK>Bys$M%-(XS0gF7sD&7>MQ#%N~Tys3C~}`snH2Y
zp>w=IcAbz?pTa+!igcE#U1cC3^L%r%v>aWR^U|lkT1vc0gu1mv=P{TS5L6Tm)#Fem
zPAJNq%v1`{jdaZq(PkxYQza>tM`gh)P)jCHyq1Fm5L?1ZRFtR91+=KG9Ayq4K9x2!
z`gDhZ2yxcLsA1&|C`l*FeUt#Am6Df2bc{HC?i+q?^7`=Ped$%@&E%*v>5nwr>I|B+
z8F4B19VPWG5vnk14Yu@(O+lq4aV9oU{Alx9bq=k_?lk(4P@z|7tRl5Y_Stlhv>8y8
zv`Bgqm7E4-MRn-1m`=p4rJ+YqC7`T<`xV&lYz=mogHiEXK<8>WEqg<Xx5Vj|>Uh5o
zrKkxiE)_Xh_|6`Lf)h_s-B(hfx4Y^zmcJOUop`Tf5l2v_(&Jnzr5S0{PT)$YD;!PJ
zkYuMc)oLfkv;{Eg)Rd+3nA4_4U3QaEQ|*nV*->=1*l`If0Ier=fv~|K1cdv<;BGc!
zIfq~~E|#jBP+>f@H0W{@E{Jso*-L-*hE`IR%fUlaab8eu-5yfb*-#uh3FeE`S(NBi
zCgdiZxZY%iqz^r}6QyZdvI#7dl_;qgb5c?gKqrM=`+3<=ENRu~v0>Gnm>OaXWF<*)
z>936_FD<Pr4aY!R&ZP<kVZ9)QEG&AbX*f@_&e(8%)xLP02MtdS;m=i9(D4S+AER4L
zej!yf$WkA2t&mG>p|8Tbnbj8ZI^jZb$#9C^)o>mm!5jP?RavX6ZHj7&WfIfqanRRv
z@`9R63bLG1`{Y7ER%E0tScn$aEM9!m?mEgPQsPCC7N70ydo!=dk0vvV#E7VWUbcL+
zDI@Q;g)A*aBzbP61vy2izYdXIGbsu}eX^4xD&A^On%dFl`ED(rWm*7GK2naLJ>{IB
z@P~^cvlYl|l+)6aF^@H-8<iZj84er`Og7^5Jfx#$%0s$N4#$p^2ISRlrBI<qdQE!a
zn-&W(60G|Z5Y*$VKuJ?=YIr4XO;f53H5~^lP8PmCbK!M8ne25FFVayff~)aHuZr=0
zC09|yszSvA+*{Aov}ov&O;U#Gn|X(j@a_`hyg~OE5BGklT-O!jZ$2t&TdqK0w@XJ#
z%QY;7{viXx+WYtW)+Obo)Ge|c2~9I-S#L6)n?bDJmwYZ=^4gO!O?JNP5oJkBugOg+
zo=9BZDd)8sWhIX>a%R4#29#lhIJGzuuR?YWp-r%?`+Cr%pdtmoNrOyege3*vWR8ZM
zlI8%`{HGGB5*$~&<IXK=B&ePu$ArF8tCki>mt2Dp%lhk+BB^uKA|*23We&QtPok!C
zVMtRH_~ixkL{NxlJ0-*^)P~(Nf;34lB^Zk#M5QEzu;Iqp{{V;AY;W6R$K_A<lJ?B!
zwI0+ehlZ)Pdnwu4%GS6#De|>XTDKesU2<4wEjk(@BvKRwIJ7$Jt8j;s(>}%7e$OX@
z(6&~UuCk%F%~Ojjb;URmnM&MQ?-c-Oq5@$c2}+irS;^`!NZ)Mjf(Nd|`e)So3K$>`
zqXW?6=kfmlJ`4peR;{AR_<rTVzTfvGciUm~#~7+~z(^6Kf;!=c5B~sB(;M{o@$(^4
zbj*_^l5~Ud)5>wu<WY>lL<qbPL~KC>Pn>I~FaasgTyA&Y_-EG}cH`+CcInqW2H4z<
zy?7ic(*_mnvQKT8b0@!0l72s4JATZbLH^|>Lr7Av!-w79ue+1b^v_NmoeB})2TK7v
z3D)Gy^pA_-V2|0z7b7VVrQ#!QQ6fePfF~H(jj_HzmVbcXjd6fRbFt2M`1H;P*Zoct
zOqg(?5>7MM+1*b4F}g-J{-klD>61EpB%fUQ4h_No0K#{{!60w=9vX7<xYl5eIf?oD
z#_@y_0LY*W8%@oD8g23CCk30GzJEc!59Qd5XW^bTIV5B2kbXGM+kxBTj=A96Qzij}
z8T_5MWz3zubo%Y;IMeog!JqC@zOmgu{XyXlQL2Zb2bW*Jq1~th2{titwWKN&ug~Kc
zEEoeA80oMlws-5?pP}RK4lp|8V*qcSyC2AYd>IOC&d{Who}xS5PCZZ$*SB6is+~P4
zC)njA4*o;GhuzQNzYc`%pfr&pM8{sb`FUXi2|g4OK-LUsFKLn{N6g@?j@yo-=htKM
z`1I&H@VK#wc^4%p=S@O}`p|>^IS^InuoLP*)O#JzQNm!;=Br8eDV~J;JHrD9uetjC
zI9AxPWktGaOMV>0F#GC=>ej=d8YMKgcRD}=QpQ2sY@A~vCnF&tNsuH--7ur3ntAla
zs${4<+@(;Z1gL~XmNFB{$x-QR&JfCRCvlRX4haWsvOy<d=yTBaJaJGe1Ofs1=kXZn
z{#`gfs?g^`sMI3}vR0V$WVDqfhX_&->e7;s6S&d=1bd_%z92<1b~Eg9z}r9Fp1{v<
zyW1X}eKW*`S%Oc52-t`d7B{xq#vm<}l9*9c#1Ll0Tv*7|n2YPBiPW5(@I4Oy0K;#O
z@Wy&`=yQ&pH~HZFM&AtZY^r?H6{Z}sq@4c%cXSX*-(rrNj2wTT1ybrc{{X2<0|Ob3
z=-Yq$j@kO{!WBu>6VQ*#07<chNYchOBTxuD$Jbl~9`8+nInHsnLB4m$^uPp;ItLMe
zNc7+1jk<m(bB_EDZj(_bKEp2<>+G)(Ffc~w$8Mi4y|z^*q6z-xGyedY-u!k(e*x34
zLBdGpJ|hQrm<b9nE~q|3m7@FVa9kFkcK3&HH^xrg@wxmyymTb}>=1VzplyNZd;Gs0
zhqp+n5v$l`X**}x-OfhY`<c!%LEE<-1tz1M2y*tua~<M$9lg=|?ZG0~7wS57>Mz#~
zQ$}nfu2pGhG05IyacmbSVbd7c_sR9!{Rd9lOaA}`g#Q4wD*pg)`@pLA#^2gISE=+p
z{Wyw7l{^pnoUl%COlNVh{{X^v{BiI+OK%2nrAFq3dB>x?+7)3`&=l)SLQ0LrYb#Dv
z0!oTOI&+c|cG%)KzrtJ*Idq$giI939(-YA)MN<mA2L<wwG@W$Co}dz)&PESSw<PD&
zxbN3FJ$UK?A9!a6e*0(X+wtR@c+vpde_gjE?Y~TJeLHd7C=<WEoM7O7z8_9AMX$KO
z(hsN3)``bbZvfhUqVaBEA1h#MM+)iGov=0sVYgA!KTiA@wybr}%=I6yrr6tp_KHe@
z#@X~6{{SzS`R9Ws%1GO(IqBaW{yl$3gv5a)fI%K$eEQyEe>@6FB_kg%Lx4Vgcq^^b
z(Nm?&gyKTd{C65qBRL952d~%h_;6-}fJdhP0K<*aH3POm$=?TTVE+K7<aXgwVM!pw
z5NDO}s!Eg~kZq=$esX`7-dQ|ga^=e(oE35-t+;g;-F+HUgexjga2|jig0K&Kfza_7
z>FN!sO)P?ylcQEbx{xwA-=O*qoAGvkX-6y5B99*NhZ`$|>PxFaNFlWVmFgp|<R4M;
z;*%M{P*MhTs1v#De&`?^9BqNn9{A&@p?sGTE(5IvbCn|~S6LxM#@`HcwM`LaneLn^
zG2t0k1u``xNl!kS97K;4)_Q8T`|{AvqQX`00lIRMq5lAeg$#{}9d_VX+537p<+*X$
zG8`rPB}h$(f=D7QL=d!qdp9MesE&hJ`IqCFl!08gY77(=g)+0JV4|Sff$7i^0QnF)
zjw{o{rG4&O_=Jm3kV_D5SENy&K_w|Jyyu${XR!VINkAWT7k2N)m1~5y)5%FchjArF
zY!a-YK=T9>aiz(P>#~%Esh~&>pnwJ8NFhm8!M1F(aW=S&UMoe#v;oJy2p}EyKIz7N
zGn1W<q3GA&G~_!S#{lYZbN>JyoRUY(WOU!>!<7ldDm!Zg41lEXk-iDeaB;uK@H{8(
zsOXUvMi582<|JbySm-@7*8~HBzr%~EAb>@|7_D@f(1@|>HMc`<uyEIMx@)j&D`g7O
zhZLW8u{yMnKqIj|dK`N2OX9-YHCsMR;NGP(tb?amDbf@M2FLGwv60t+v^grJ+$@ls
z67COSy0-0sjq#jkzWhF1%crKlVoz;I3oD4Xba&O|V`I~%NE={h1Z+gKYY2QD0>BVA
z1PP8)zN1_7T9(4uHk^d0X#j{I#9kxH-x_4_)p46coYuUBuggL!%|UabKX)<3#84oN
z1nOA9_+V+{(UYXjqozm&Xj>s#Gw6|(1JzrCep_v~9$)G%J8E+&#Dy)VV%5X#X(SNi
z5>oR-6r6w*Hzzxt`s8|0<;BFs&CB{FO|_M#WhM-vosz$3jN6Opw#1x|u5-ib&Pv+0
zt^x6+9U&^)X#vE7ei*1_bnH3d@H`VEa6pcF6sTS%EjpOB&kBE^0qqDIV1;8OkO|)@
zJr4NKVd=7yz?InLADJ}xj=WHW&qP-<jngCqbsa|F4xKx9H|E?Ts%)(-45hcU?U0Z`
zAoM+m>+r^Sja-7QJ#F(AE6lh<pR}2AV4NS^NlD2*=@|nXWRZe)#&_u)Inn{N6q{;I
zwdM>Tfbz|+WhI3uq?H8#Ai#hDnDeoTf_V&j0_OKE<8w-$)xP_MC}yh`uN(q2ytY`E
z8BDp6r^<P$Yf6D2C~cJcs!5lIeo5F=uMZv~tfuXnJ!S%{R~=sBi*rR?c132U^k@|}
z=Rf;J$D+2DBwPM-al~TMl+$BKQUZd;nLRSuqSX<n`^*UM1%foIQbT~GZ|`rg-_to9
zEj%>25MKTu?1@qtj~2I1a%vMH<T9Ny(>5B^60@i7RZ*Pu1a!|F_igCgP@}E^N?6F!
zvl65PC1F8XV1Q*xm2y!wBNuxh>#1(GiAn+?<P$mM!d5d(#3eD)&k@$t<xeUdnM`f&
zTi9VJeQ0gOT9h_iWJqldxTc<F3La%j2uSl9T33`LgRnd@_7{fw7l&GpJYi9$)ZJ^C
z*t_A=rb$zf=`^VmYKV&p8W!WLRwOks<-F>GlpRV!QUM$}6uxV6`Xk7WZ<|z0j<S`v
z`+AxPb-hWz#E>-wB&TeYk&TWxaJj!&rPYnKa?t8fYOt$zHCmM9ntZk<M-pju*;0!o
z*z0ky>rB>L)Ph3LojFJtCXZv2OnBWYSKa>2Yki;;6Aw1asY>A_5>l5OfS~}HjKD^>
zZB$pmA5&SDwU(M$OsJNY^F_qybtw`-5CIZI%J1yrm>;+9nr2k5CZjZl!nWPlv6T15
zd-TW5@nDc?@3T@R2w8CsxR3_<)N(fiCu5W8jw?g#+nlKPE!|HTEv|FK<Q)F-#ba%~
za(2M%c)2=!0;+>-vcOqXg)b{e(~v#okdvzcAgG*-j;C?QZ&vYb#|4Qcay9o>MfNw6
zbv8R2dBd#3p;BdC+=;vtAnt9XL=6v2R`-tBPBY7CYg$T5*>x!=ra}ftILQZmoc{n0
z7*?V`Q}7P+y42xfnWb0(Nk|Qmg&ov(0|Pq@51hXHNSlt1T0&{2T4nbUAr1s2rFy)f
zl_^=l894x_P|h=f!%4}Td5e$i)#f~}EiOo=Thm`dm^#p7l_5lF>7gM?J+Ynk99`j6
zy}+Y=a005B5Juhl5i$u9B>Xg+Vy6(L4$@R0U%LuW{p$v^5Io}l0C5+-%V(1+EmocP
zl&2Mh_R^K8D4x5gAdC*1`f(~b^%15ylV`G|f`;!Kd@QFv_x&QlNF;5iIL};<o;Zl#
zWKWYnn3AZkr9}%h43JKhsQ{GfAdRv&?lYbzKZ}ZNYBxEo=xwjrn0E2A*OEvY9;!t`
zw;9f|P6-}_j=WIf4}{dZ*;IlSV_hF3(g^gvHEGh4^D6>#C7>?={=o_$d5P$G95ep_
zY9dt<&8I_9!c^LDHyHt}W2P_;<Q(jJbsQJ{n}G?iYCCAq!q%WqVA_dRKkh<z$3T5g
z20v@KR1{JnHm1_cadqJ?6_qHZDb5lA0~>&IlhYfX27Q}!_Kzs;Dub#C4AbQ}l^h&t
zVa$`z;Abc5c-N<TI9isd%Huhr*FEYJ@vxZa1)_2)Sp}siB+6<K+>-#MDLZ-XXt<GV
zChw<Kj#kxVw!C{qO1k<^cEi;fu4H^jAdg>%5sSf_CSN-pd3s8bDZG^@ZHmC(pg7y*
z^*l(<V985-or*%YeW{WG0Pn5mRIU5ut7G!`aK!i)imBY*l<!1|q>wu0DJM>M01aP=
z7~hFoQ18i*Atgu1BopzA`QH<?+JytzgoQJdPK8DUK|W&k0(QjV`$1=hY)V`$LsRcG
zG;g>->;XGu{{R9yZymW~%$f%yd^}#<!LOHsUR65TrL`EcCCsec5*nt!gAp&d$`tav
z#~n^w7(**o2u_mj{h%yVC(W}h*gB-YQ<)w-c0zKnw-%I)g!{!IIVvO^Boa;s2#QQ<
zU9W6VEs2m<RArf>LrysX6C%W{#e*f})TAxMt+)?)KG7Z|j3vOQLk+7_q@H(-@l;Xp
z<hFuUQ&QW#$O1wRfyIdjD1m7Nk!ij*dpE({tqLkBOD(?HaYSkm8zle$Mq{`(02^FH
z41@NIa`K@vd^Flsha=MG$fnfXrPe7GITYDZ4woWMf>#wx%0L5La`ACEzz1W)uV?da
z$>)7mp2d$`W}xe`V#kwDaVm>ag1K&`w25$C33UJha_S3=o%A}QIE}tPsa93S?X5$$
zS*BZD&$=MjVZCxu+JR4;5giRrq|2(QG2Cub?9C5FVd-s^I%ln^PCFT|C|4KR`*CwO
zl-?>S)_*x^a&4AM>USMB?|vm!BJO?JjZv9q3|S&XXOi^!^z$j2N`!h`6ic2OOi0Up
z9ypqp!~N66xDEgokOYGooX`whf)6lA0H0nZEVNXWTp+>;pWP5+kmb{CT*o=7w<@km
z#oGd_XVmFNLMia*Ox^J*w>%nkBTXt3OQh7=h}w^l5f3lOn&NWml&llM{{Sv()-B^!
zrCZ{McU!e5A*oMEsJ}MljUr<$`L3ylZQ5h8;l*tUTC(CKl%+oTJ1>P-_DTiK%of;@
z5tq>-e0Jn4plNlW0eLQhG`W_Npi1>9WZ;3;blaSrw`jMYEu_%mic>15rfiWBh_OAf
zi853cnF2I+eB>@FTt;8>RFo?LUB+^<t;s4NxVQpNSy6=VF?+;vw(KbcgEmS=W6A}|
zxQ)*Do6KUpdA&u2L#)#5_|<l56&sGVZaT#_GF;UPg-QLbC2!1mblPGT^+uysWzR3!
z{NiFMQb2hms#18nmWwmPts07l63g#XSZ~WG3Lr;HQV&d=`VJzz=T*!<81hn3k0vF;
zi0rhIkd!dYt&o6_5R|1Lr76Y$1F+fH`%5k)#HZVK!$bg~6{R<vl%(iKy|~*M$OC=O
z*&KVX0pY0OJUX6{wW-3QU2$v56kSjXG6s-L4q0~J$vD+%;ygl~*AkQ`FiH{$DFGy<
zE4&=a36ld;8Uccz0k-M(5ipD?MZFo@QC8|+akxlP=tfCD4j)e#)znjMr(uVPaJA)W
zO0ZR{DZ$7DB=-4dZW8_qsm2wxN^?0#X$x?K9XU_~2{;+tWDcNjzW8dqYg~cqv8Sco
zWik>Jl&JL{?&DTY;azw4z8rNtX<gfFHcn8AWT7SuW+_5NrpGb#)Z>%kZ5pm5;>vS=
z-b$v~QF-fOZ3oX0*O3%;RIa$rWT+R?NLosOPQ3jAILf+^IG6nRsHPX}s3=k!ZjnW(
zRUbLRLd0<rK0xTKzNI9cz1_FphFil09ZytSmZtJsOJ`6Y_d_6OCt#8?dj0?r_^rNK
zgl~tvp<2-zB^o!p1`>oV$AHF0H9C!5@;Z*3N5ao^l&xAMI_#VKiSXQC-iRXOmbkgc
z5LZyPQzRbkAZl|sP?DS9bJjY+#cc^HuX6^gP*RlO65K7Q_d=Es21h_ZPt<kwu^vrR
zOJX~^b!7=si0A;qQU-eLcgEuw^y0j^WfR+9dUA$UCQ&)TB%~|d$6dAroMU{9?ZuyR
z-Im}{{h`c;*@~wMfYXHp`=e0+?neCx+<ZneM88~Ap%E)5U{rHV-%Ikb*yC=X3SJyi
zhy@5j5DoMhW8g-ITvm_THF6uHnw+KObVqeC)VWthNv6mnOj4MT!-&psTwAIK8|eCl
zwWS#lsPN(?Izkw2B_r;D29OU-5!Y`{yhV$yxUOmVz2+6dwHN93yRmI*a+U8TKeNGH
zy#Vd+NqNAfWGmbqK**Rd18p?eN=~Ab>_!Gt=sh>j%$_kTobMcQS%SOAoLDKJ@WDzN
zl65`W5j)SWHaKG|MLR8&!jRfzL>W>-)$vly4nqc5_d+q$lcXM?0fW~h>B;=g1~{}&
zv)aZiL%cbKF@lvo<2Lm%N=V5<54BElqnwaQVY80ljq$}}L5``jBeK$R<Ic9q5|NcH
z*Hjxw1J_Xi4fCI=^cTr18b2-hWog?jB`K24Ik}ZJq+w3f=Ojs#vy5-4VIA<405$+{
z<{^qV-ynw_9m7f!qW$w4KtzMcsV4<qSL$i0lQ5MBoEpb>1tNBp<u|lu2cxcYxEhI8
zG3W>J8}-|#UHBB*NWdg@9XtL&cKl8Tcn+0hjAI*h_0NBX+zd){f(Roc*ZjU855tTa
zrRoXgxB7VwxY(y?ftx7?!q?jJHu(7tVp>iJ(~XDBlh;4X>9+#XFmcxjNF(9fe!1L!
zS<d`$Z6u83j>L4|1JHcFokn;Pl>Ox%m;j!qZn*3=$HU|^#xtriq6j@d%VV#npPrb$
z+6>Od<_YN?G~4nv;zDzRGr8O7F_Z8=hhLvH>Gy|W{C<1ypYz!7vxj4+KZnaFJ#*at
zIUN9J6jG9U;BEEjPf&54{{W8=o_a<0xwVb?TjRF28%Zk4I&E#VGZ)m2?0LkB<PyF6
zwLXS|PjEFVus%I8=sM&a?ZlaH&>W0^r}5%2czR!$yT>P|_Izh-k9xP)AH%7}bFt!2
zw}FgjCvC@JzIPpRJ{)JgcN9hEDf1;MnDyoK#N=fJZUxBL!fnhLgY(k{45S<kk+y%I
z=zksf7y$_bu?ONlJ7c~(jBUSe0!IXb2*}T`@jKvcwlVPFz#w1@^w@Rz_v_yu1MuQO
zrj{h!gKGgI!%vRKL5iw6L70e$gB;`JHoR+qE{q&!*VBH4d_JR&JPCUNStBESchB7(
zpP$F+z;lz=C+EaU)X28h{{T<)k}b69i!GT-NHc5Sa~B^zSDv`hSjSBLewo|n#-QZn
zY;o?4W7nwuKOQ$%PMP?Azn1)S1a1m<&cmtr<6uTQ<3C=!LZM+A*iR`VPnXX7V!}^{
zs32>xBj7fUnC#g&&X7)iyKHvr*U(^p4yjS<5<2~TNjr@8@9J^K6yRhGkCDdvb<e}~
z*N&+NY;?)=->1a<dUhN#(QpKr8q9pn;s%p5i3OueN8j|olmm>E={U&3iTp>e&*8sL
zI^digx5md}akkwuKEH_^b4ly(XV74D&wl=$zMOQ_Nf`+El77D*_53)2V|nzO4pHX@
zMf99Zod;3p(`$0;(q|hb2RYG#HtV_gVDGRw+xl=N0Gwc+y~l5+`+U#x;g#oqh^|6-
zW3r_4Bg7{(t$tWp@q?aJs^v)x)GG2CL0N@FrK8NKRVC?3C8#lEIFLuUcg00T{{WN+
z%FbzC4cMLyd?fgf@i|nIWU8H2x9$2pt3{}>5NdvOYOU8%j<nO-YY#mxLlK!}ljb?4
z2Rw3|cePYp4Y!G>tFL;U1;?7BY!=u`Q=FQrw^ZFFCx#U@4>mI2Olr{Zx2u+fg`uFb
z0(0h5ijn{*WdTks8MaVoX&1$9eW={p@q_k$_<+1@&O+VH^Cs2tA1c4iD`wfbEDH5P
z2PcieQK<gYrrXt;JwjuIs;d^GIjHJlH94<nj8RN!_a2h<HCKMuPad4Tqf_Jae%Gd7
zG3l<D;-^)j+*Wj_w1sJ0u-rpTdE(ksl*&vv>RzOkwUn#O^)t=SwxVAms`NwSKft$$
zPD0Xauf~B-yd>1QUwzvxJuT3NV+y?j>qJ8CrGn&0Zoe@avbgymaWMHO;?Kedj9LuY
ze4@MT-e4*lXZH1>Q-aKEqK*`NwIa1@R^zi%VV^TC`%<F01=S>_sSW}&`SI;%w*7>w
zt*`A*AO6ccBaQZdjaD}EovlwFr;aaL6_M)4c)w=&Ul5_CezKw09aSPYf{V^63V*(N
z0ZI10$+Ox{9?LX5JGb@B)ljsylR~N%pA>ZFJElb)dx7;f!wEx4eZ&PNDN<6V(4{98
z+xA-2>Az^VDr)?~a#J?UYf`66qTP1=X5B>D>{RM>@7l4Qx2n-=qCCoZkN*IXlWDZs
zA?<9c0YZGoJr45wmp0ceXpK=V$i=q8TlR@>Xfma(wCPHmQV^6S2^%4n(w5K(z|KjC
z_N9}{ZePr*zhc=Iy_jo{N0VAbqe_WvnxvS?Q&HtiRSCEXep3yow%g7qxQ5AWC?!O3
zEv);xohFSDr_kwALXclvxiVw|m6Q!`%6a!3_dxelqk)Vl1IJhWp1q@c1mLwV{{V3I
zDSe3IZ<3Dx0Euxrt~bOI(x4%>9;rf$bWNpdXf3zHz~&34X)c7C-Mggi#~EP)zm5L@
zdQzt%jWaZiaP}1FNGe*Jr!cjZCpb#RMEGGur#2VIzw7wz{J7*(-yH@qf%V-g$jQOm
zr^^`G4z}`jvb4B^_f(VkWMgCS!TRy4yJsgq0k>VVqa)Wj?c0yO>1wH~soATeeY%=z
zga;XYr3JR)6{3=%@FP$`1Of=hhPcy=xVD`_n{l#Iv?xN7M#OEmO(Pr>6~4+&Ph6;b
zy*gx^`fc&;zXA^WvO(LXGDh9ewoV2Qr(Z!T&!7W4AG}6)Cu9x&WaHt-1B9K<*gp;W
zXBt7zL)Yo)V+_Xv0Pl|bW8EFQ0qgnwK49Q0IVb!%1FxY9IM`>WuKaa4$sn8z43ms{
z?o<xj{QWrOK_~BYIT$MHK1v<)>EG1ls<5yJq)*f1gBop&VD2-35=J|3jQvjg{yY_u
zNCb}A2`3}e9Bh7_zI=Dz8;tepI(O<$agP5006Ou=@0^W~V~<{kbDv(FK0HQAI?Qdi
zDd)>$t{#b)+kd~kPdsu~b^%0_vDsVW9e2il8+v1Y1Fty%WGgs11ALD~9Pihssqepa
zq>S#9-x~~L;B(v`UHb9JgPpfNgrMv|>N@AQr`Lx0;z=<&`Wy6(LHcen!CCG>=zqdG
z_5-Lra(WIq9sd9x+iVE#HvSp@9SGcRdj9~#l7Az&&wrOp=%6w;Cj%KipAGtL^xztd
zFY@_*yW^UH(~ND554=v;?mix;uj9uh1z?V+t`1MfJ7k@<$EMiEM;*=x8+zwuXC9kx
z`2PS-H6SRD=8``hf$5#HH^&MH8+|PvhYSOeI?lSxYY`m&cnC(vBRDwR9DFy($HQ*p
z>CIRGWEEs~9Zq-ew@*=#*zwiDf)X-1k+I(g9S?twch227<fNz_&IlPE?lFV8-#O`x
zzn=~Y76CWV#kqWR-}S<fZ=n`|M8=c(+g`h1I`+nM+<o2m$Q|~^H~9Rx;;;%-Gn{9r
z1a1c72h-Od)IzdOMh{G<7zB4c@s7QIIN&mZvUeXM20DB=lw5yH{68<IBRlQ3k)%&3
zo<qp>4ziQ~02X#QNWk>pexJ{$0Txg;#`)Xb$;RiX>74f8t~>BCK<C~Ycfd#({6<Li
z9WpbL2LRRrO0WsZ7$H9%<aO(hQ;hV-2jAU<d11fP;e+(CF>Eqhmegho4di=2n(<bY
z>LqTt8%j@M<&)DS?l>xu5*l=wH8&&_to`{&LKL&mc}x@};2o2=z{$^X?lVtXP^mB<
zlJXdjsX{aFHb<6{0&|v>Q<4-A2?sj2&UvX&+DJ<@r`t+OQUV|)AtaDBV{dl^WRAn(
z#pIl!JI$g%*WoaA8_xL3SH7SC_l$`rcn2u}3-T~@Ho|PXMAxaGDb*=$VQ67*6&D_H
zrq!=O+s!VGTCkC<oB~PaX11b)vkGAfEhi!|LK2ru5EYdXfZ8U7uWxillsdJ7c4uim
zT4~dgGJp?|l%xee<mCI~0U(!2#yqU6{^x?l)Ez5G6xqoNEe%R-0VxhDASB^L;h`yN
zUOPpRfOMxbK(?BJ0`|1t+d(it{32vb$34yBA^{h<-UmE1HC|oYH7;V)IkLM$Ji(<|
zl`9UNaKAnF-HU2h<;S>cl(j-b$%NotZiPn+ec0|wZ&?hy+a>fkE+h)V97uLFIPDjr
zDa574EyB{_DN~Y?l2Tl5c?`0w0Hy+#R7n|JJ5-vcTX0dPg{`ExT2h-z+fk=EH_BPb
z8ia(Vo=EpZg@d|5;Je!AE%w`0CFa|5V@xgOI*;AQT_n$3vI25Y+~6r{Y!IUHE`ks=
z@HgQZL<EB%NB|WrPACCC`i?1USQ9E*i32&2WXL1}qL|EXLQ<5V8JlH5N>gui2#^K{
zVo_>wX<opI&Bl3D+0p#g8!8M`WjLj?J+QEqksK_L*-}E3azMaP;ZdWzHL9~N)McT%
zoh6!P89G-H#0klMbY*0O$b3s|DOv^$W{D&K0QnU<(1PTK=!DA@M9*p><e(MRRji6i
zoWKbw(154#5;gtZj{xS&s-RSaYI+@1bVD@qrxS^bc>e%<3Laug1YwM1r&-Pk*l{$-
zD$GeS7bb3_>3R4Kvf+sU5StOCO^QfI)gx`^t^hqqjJeXMsJdR0Phy(lN{5ys$97xD
zQd6W9xK%ODYt%tVKmj^(N(Ba=6`E5GF@#YXLv+$ySyKsa66xb7Q1cb+jyTq*0>1H9
z0<f+Pr#n?j>Y_YWmKmou?JrTnrPK>^3yeBTsY+T4ZW2;RYj<2F#SD36PQO?(sK_yx
z_Gh9?U1fTPsM65XQxT>CcO?!yxk*t8bOg4NRFXkcM&@s6nY<M#I_nB5Jd#yEy@tM#
z0M1hiP*lJKB{B{72>=NIksUG35hF0{w_0JQ-J0Samf{c+xeg(Qqakl7ZnYviEi#g<
zklSfbKsW%n?6k@lX{MTGrqbJNwuGUk(2sQpLummhN-&)vAOwIk;{%Q*%HfZ2sZ6u&
zEx#~O5ti`#38%1PDf6tP7bp8dRpt~B*hp9aY9%!zU;UFy_FpJfOsWs<L;IZxi|vt3
zbha0k@?r^Lpx#yqNo4B@BFlRiBoNi3PV|VK2Y|_Q_%9<BfFub}KJfR4?g8>pvIwz=
z5o`)@eeaP!&-nga7CN4}9S`JxLyk36Rn=0VDgx4qdL_$Ua4X8okw0e3L{`(SCC~g=
zDkF!;DOgKqSuN{HDycD8U4Dr4S3)R^#H{|-Ygz)Hmgnr@N+B55px&B-l%$Z9l8~@<
zCx<M_Jpdki+n&8Q<%2Gl0%v_Xn_Ek7(&GXi0|#$k%clkI^!VWa0GIRN6=pSE`o*^N
zC;XahIkgw-O^1tSODm<yj|r04AHGUwJk#n)DG5_3UiilaH+?>_Ql-X?MUrAmMRwbk
z`@&0+Nv1%!DYL5Vd5q<25~-1;#Vl;xfbn6{8*xX4ZBU>9CRW;fg4C3$SJ?qlqsb;T
z!T=(33(bz8Bn@|!OaN|3fG|1pjQ&4>{{TJ;m)8Jw$vN&b+x+@;;L-4Lw(8T3`VvR4
zTx5KE@Po5x^(qysK&4hB`(0KIG8}q@ks;|RdSh%hB&{#L1J0pO1(dDCrAkf-0Fni%
zG6quwNjnQ@ei4Q!2wBbn8GJXD8QV)i%xpB$aCqSu18kF!J_E1E10(Sq0DKL}$H4r@
zTztptJSQqN3WTfTi*ceuDW+2`y4@kj#m9W-Ce>=z^w!=D1bHfLsPt!>^A^7`D|snO
z3KX&wk~62V$RmHu{5s=(x5h^Z4q%lLl|;BQokmC8X(oUBV`xjM+bf`66ig%~DFiGk
zN=kx61d^00Jqn6UUQl_)8++<Q589Pgvhz=bxgE8ZoJ)Z#W~&*OP@;mMm9**>+lV+)
z97>S1g(Rnj6_RxvB;x??K<kl%`E9;7+lLB0pHQ>;e_n-9lNwZsRr`vzrA6~Rq^9QP
z9ZKYB8FdI+oMno$Ogc!xb*D6HMv`0hatS0H5xMm5`t8PDaZ=xGsU<(M(3v?>^Pwcj
z{on$k_Exy)I9N(pAu7&0;VJ?yT4a!a(oRxzk*U`P3<YN?0D;uwag&S#>M%~;n8+uC
z2GB^zCx2d<@A3NlhsS`CkN8L<R!BXuw%{D}KMzj48aCbvNX7sP+qolszCE@WIrwow
ze(~x0V@+C_*55(M#yd9I#*#<}7$denfbI0g_~1fNK{z?pxF43^0seey5K2d5gP#7U
z^7(xD?v$qhd&J;pKL9=$!Rxo>ozMv}gaDKGY;Hh1bioG$Y<K>Bem=YiLn>D1IL1Z?
ze?#ftkBy@zpvE)X2W$-Ew`1Rf1f+q1o`CE#fI9EKeLp@NOj#$)`NfAJYv1X25))*f
zGv^w7KdI0slaK~MSJxeeJ0Inf$6Y5FCvY&X`P&5j56Aq6Ho;Pmge6K_ib@cKB&ljz
z$O%e7$x$TWBn*?#abO&!@UcN+1tzh~cAcG7s(DT|LGztr6+O2aRD?4#$Ww1hm>ELW
z@;uZq(ub9y+!r|JJ5Soq5!pI6>o~K^PkiTfOH9H->M9+vP-z87NJ;?(#}>3U*dkS#
zNlLEJaQdDiwIz@OTN#$($x2Zs!oftTTO}ZyO@Jo|-w8aJO-^!oqjARn0HbM7sk>ey
z$U0|K+V@<ltqTAuJv~RujBrxq-Ae=*xK!}3)zHIk0-!ecj&L#10iW?G><^|+ag)HO
z5ly#gQK@vevEWmw@!N|A6m%t~BeK$PmfJ#b000#zoaB<Tl`A|(-eunnQ)0fgypRGG
zPF4}9fOC>?5DGymCjqunN%x53;_qplzH^Q7N9x>ClG1-;Lra=c%Ly>rNfI+I>vd@o
zwUs~#0zEH-@YJx&Y_<)ct!GuNgy(RMq<BG+kOF7IC9CIWGvm=9%W%lh8A{4Z76O#B
zlq1RCb*O^eaCaG7#Dsu&uIT>&XhmC=w+mF;nw=)+q{*BbU{cBxScaFDQij??t3wl7
zZ)_#U8F@h}P<VoY!UM#IIz)w37G<PGkLIniR#Jti<QG&4%2HGAv<6FTk938*#ZBF{
zad+HQD2!DnDyMKtTaX^7C0;}b%`~@|p1EKtrLpE9B1>n=DQKlATFC%%Ue9|Q#5;M%
z%2Za(8-KOp6-ZGDrKU*$B`O3<gp7?K6%{-|AyB1bdy7`m@J<>O>Qd|LgwwE07aUSY
zs7ihHsOXUvDggQsynI;l$DXS2{Xw^@v1&B>zdvlbS2ZdCm_TR0N|h3$4js1=xpLDS
zollYF$o5Arsx=NEf6IC!vK?i#K2+iot6sKmXW}gqX!R!}xJXeAxrDEw!q7^acw?$o
zm5gK^^T&f_$GEwDS5)c+-4&bKJM}7!C3N|c%vdytuC%v|mAKlZIU;n1lIu>!d7o$0
zgrOuL@nfDHKGLpoa;^;;-{zuf9LPa*NvYH)MsAT(q0wGQTz4C(fMV6s6{)7oro@+0
z*izq4Kv%VPo7m52xLT=eI~B!TtrP*`-4#p1gNvn0bi7_-y^zg2&Z#A~Kyft6QX6Cf
zwG)mmhqRP6ZK;kX(rMP?xzyqZe@vpLnQJ1NP*U3ixho_W04iL-NGI6LJMM#VHr!jb
zl-k|ELTZqZmgKjcwW$E=$8+VWX+4@8eVfbXr?9Ek%=p#FWNPvP+eE|yKH`u{a-p4p
z@|U*BJ7%f*6XUCrJmq;byKeNSiu(&KNVjT^e$A{U=F){aBC#*aGuvpbA;+LDTWCJw
z)Pt~|R_*4d+-^-aqP88|N}70~TlUCNO44z<6ci6akT~<#`%GP^R|)os+4o$oY=kPi
zxg007Y=Qz(wK`CmUMPVFC*qn~oQV}09BGaoq@gt&Caocr5VW?H3W^s5f<O{h%<tVQ
z#sNUM!IfIr(zVBz4aVJ0pr+q!p-J^l77}sT9+>EH)*N%2!Ivp{s{6HSrM`+q&KOfs
z?u&h2vg-jQVbGZmM*)e=dB{tOM8;h{?hxWSiywo`8f{^e!@DWWR2u*#H3kxvrZxxz
zSGrTH9Z79%<lqz&fxwwoEDEzLnQ7G6sWJglpgy#>F`?9>1Pqa|{o-3Es8YJ|H790j
z+kEklXPuyOwf3cdhNfBJ-JoG3DwNyYIZj1uV!>vS%BI|p6G0@W5iYqIO*a*!OK4S!
z){ylY^Z=#Izq3@#cY!2Gf>jgc3!Q&w=ZHHNY|6bhWiy*LbU>8{A<~x``)&(Qt=5`$
zmK5x1?m<fQvg8Nc^BFH@D{3h6>wc$0c8JB#MXXe62%As1CsbNBc%H`fA^8$S6~a^%
zc}^%Y+l<JO72Pk#EeBKkm4nB)%DuAd3vr3?-Hh^b6o;EBQ9ht6We<vV4&dW{A{RZp
z9rAykboUv(Z8)w}a$JvaQt?Z##&jg0Ej1XSE=W#~acoUYwiJwl-oqY&+5Z4-oL7f9
zC_8Dx9I5V<me<56*%Z~S6v9v9s1_S(WJIsIH0l8V0EDGm85NzHrF}j34SY683JkbP
z*;a;7=mlv801_50wmh^`?@1QLEf5zKs+|Qfpo-Fx`$|(%sthSGYE49pzzc%Z<)%dF
za*#qCX!$Rx3-Z8-e8^H@y+oS@nz}8Ejj48(ead69>U4O{t$>#)!W)s>ml{J#T0@Ve
zuwk7#mb4@p-OkUmLzx__O<LmRWhxglqZj2SJ8CGWU3BU!wpw9ulS=`bePqB(W#%7^
zBuY}r4b$}!Oa!{EYyRA;zfqGz6t*K<tUz*!T&1R*@)t=<G}(=qiY&-gS=7FVp{?b!
z<)MX=m5n2hdf;8B;60>ZRd8M<OI(l=R?=1lQ!|tR^(w+&X-0K%0Wy+Oq737etKrpj
zYROW<+5uh_#J0Et-E<O#X|c=&h!Yq)qSP)WqW6%(srNXSQH)hsq`NVzk*9=XDuDEd
z7L^3eEKCt}r(cwi(+{014xzSzSG()A<7``tmepGHs8g-Q(~$gjovBK4Vqrk1&3uL!
zaVB%BCFuk<&Y-2b5QVRYe!{8Ht>-Jti&B}2tXQ=frl%G>c=Z@UDi+KrK2jS$w1mZ?
zGtyPNWdSA3I8qBI^7oy5jJ(lXxNO^s(7GuuyE>V0Nu`Cvn+~HEO9D$xO@|_hIk}J}
zIF-Lon>GunkV{3UQc7*t@kS_7m2c9uTKjLRftr_4*?rd1kVrt6R@-ZFkn)*A)P%SR
z5>ha<R8CZ^9F8rf)Yx>kf^vl&)F33NAw@aVkaC%@v(Mtb!GXwnH!L}63SD|vF(q3u
zC0#XU?o%$EQG#bn_BI>0(DcR9-BiUl8Uswb5D1i{JhtXLG`P#(aB_;J%iddB(=L0u
zbjh_^imWTu_)m!_r^=+zE$LTfzQid{El$j{WL&hWZ9=CTK75E3B({{6)E7@aAi24C
zSFh@v<`}vzs>I55HMVQjSoAAvCYeuSn+cH)I_fPp)iN|Vv7`Gt%&ko_)2dn?aX~T*
zl04e+MR(fHN#{)}e49qtl8QGfX)2*brcwZ_MpEu~;Y&kNp1ST!hFo(#uX4zpSDQK3
z;=3|>$!(EagT*Ha;p}lPD4NbEP?F=0y7om>)jXxX<8;luzVo?dC1IvpN_(c7kke^^
ziR#j)YF~1ile%HElm^?(mYYUYB}*s)AxiM(TIVv{BQlK3>2Gpv%euch6ie<D8YQ&`
zQ`DMuHXPb#?dn)|E3CgRbIm^qnP`1_-!6HDUSJ_@#xBMwd#=f1zfMgqpI3GN0NHY-
z%2Zm*?!~0I)Ee8~*yJ^dsFNkfTRu#bwGT>svX<22X=s%tF5$Oq8(z5clIpa#FC;wD
zsO>4H63hVOFbw4(W%l7rLdpc@7;&*7E~Ubft!ZFwI`xT3gKk_Bl=SNYh}A+QSkhQu
zwXnry`3aP2URoSV+l=!Kp{WIB#tZBj3N5Q&8cHh)1P)*sNC7ekyu?hCzLq4xrdmNr
zCIX;lfJu@C#*wfBby0|j!%0cy?O`^xLb(DQ_9|BW!5W~NT^eLZVmC}fo<k8A>??Sb
z%x(0(xh<u+MW>S7rr&Y1g-qI{dL-s!R*?boTVkO|tXlHt7l>uTsS&3|Vq8yaYFq-_
zVGcBvp{EmtIO-OTAKNbKv{7+ZBHPgfSe4sZ*s$ctX{uZ7RVB)ODSoiSZOLa_FNLs|
z!b=aZq`2DEl#>%L3sRt~{SmKb%bt1#c9UGBR!ZZ}gs01I7){8Irv#{JQd?9o^I}Xi
zt-LG@C5^bEwS}j`Ny~4Y!3Rm!I`WamLu`dMu%Z-@ppz#kAZ9#)CNh{e(hbUJRkol|
zCOqv*WV)l3cj<7Uq1f$;d$Qz4f7**IBue&aF@$$rkmF18q=ZOq<bjk>U)sS==Wi?g
zK~(u$%t#d*NmW}~iE)}6)0ui*Lffo5xpvf=+91hsu;Y=TwCfROrKznn#8pg=i3vlF
zUVAjlhLtj<SGOU!<qcK%uoYg1M{Q0boYZjJkYqCI6#Ez~t<vOhw8oM9v6hsSj=nGa
zI$8cXZX05~%sEi1b!ufUbO(8tOqiCrh`24be`HbJmX_UzTA{{uYY2;4k0tmCQEHy-
zM#`IB#}BRiJ5|jmDMe7HL!&7whFlJzNzGua;2FyV3Cxm^6<D*H1Su;@WeOw&!h}d4
zypoVbj<I45ymDHVyRzQ6sjgae`uzs9C&z9C+j^}~q|_Uh<A_5Fiz=S`5*v6rqz2T|
z!h*4+=Nwx%hp)8%0PQd3=QeE)QqufJ-nX4PeSVK`J8E-+ol53~A^5T+w;UzpUv&Dd
zVYtN(YV#pfqCV<0=vs+NOTo+^v2wRhaMXEQ&M1-}j6|4_uKF|39uk{#%w&qa70D@N
zqX{9?O$S)i0zlc=@QdLB_K)_Ba?hGv@p8?l*j&B2d3#d4lS!&GR+7_nx;#WjeTXeI
zmkV-gu+;LOn6}7i;^c(k1*Ge6nzn}!qz^i@(u$ORAq&owxY$w@rqoC+sSbc!QH20V
zJh4^!Wro&EVN1wzDFrH2ivj>4V9nE|^w%Dkxy|BYm394`Jg~N^c3rW{Yv;se0-Me2
z(j}b?Cf$t=)wx@V4RO@lP<4vrx+<rZlZT@)mYPDIMigk4b<0k6tpcTI)ze9)PKt%4
zxu}}KmsxTumo_NZA;qyZ0XmR}(57BOR+PTWjo{cnjN1PIF6*~trOD1sNS|@?-;vzC
zwE1HS;7piiEacGC^y;lbG^prI3CuH4s(T!X2umrJ{8wINIMMS22A@TuCXrN|cG0Fp
zlNxXoy1gk-+KW8IkXd1g^svi~w>QgQ?q`6?o@kv5S{8t+ymjhIjww{_BW<?8eZ;gI
z1s||Wt4k>fQOGj0mnu>ck^le`AjeFH8)*npQk)<uz_lol>Vit;N5y3V2{KOSNF5UW
zxEPyGwy6uILZ(ZSn6JyI)mluH)KtlRm9Y*|TyeHg`2}h!KvPR`w;R)yml`$SI-^Y#
zN2f)lOa0_}wHk>obcs$m4nc6f%t+~D*#cWqBtw%O#I&=i#!G|uTrrh<8hv5v1jO2}
z&ZpCxXWJe_u&2I-LTzt0Ux?UhTGcWN(3TuzsSmc5DGsIbQZ|MlTlHwQyK$Lys8Zs`
zi3zyUn}IGISuL!t6qy1--qjuTDX^IgEzMc-<b?px#Ds|!n~Q|+875$XucR3TBQ>C<
zm?CaO!O~+iO{5PylVc<a7aHxat(h>8UPMaJFG;LPlBXS=7CW9o*5e6FOp238NfMDD
zthftu8&8;(Bq><u6`Cnd+HBKf(B{(?(=~dmX4C8w3V>`>-<M5(JeJ&Wl)A8>qN1l#
zP!XxV8JG^-vL;5Y`BaCf)VPl_sFd04Q|=d<o}F(hpag~&E<|$BQl$t%*D;kKx}>RV
zdr6r#y=qnKRdt&EwN;}UZN$ZDl?CbRr#he@Nn&zX!W@RRrKQX%N{h{<xe7~<HcVh4
zb}0af25dnWNF+s+L;?X2qHhBdrNxa2Hxn>SctX?xu@@)akpeDkvZq`y>#AlOvK)Gk
z5J*aDbomdww<I#zY#7oVb=dNwDG5Wdot)2{$u2gj0eM#gZJNY48g*{e<XjYHoRJBJ
z<ivpd+H>zE#za|#r9Ps|ZW7Q9$8`m~dx&r)JTP<aip?rq*%XH!O+E|mB9{<JhZ%8@
z9WK7hjWmQdmMRg{3rcnMHuA8QB~C9XPNw5nqq|moN2k(e)Rxhdrp#&dDG78u8J?)D
zrW}~*UZTvB>K#H93#&>>xI3{E6JQjR25yvz8WkBJ85aY@XDXDutkVKgP2j<R35&=A
z$8tfDHzV!Fiad*rG?{j!`b8{El8F@yZgiywT!7k~M7LwgYBY#4Bc(xO$dHCt@1Z#f
zKvA1D7im;aV0QccrEk=-)gdoRQsp+|Yfrl^zb*ITINPL`)9#^3QF)ZMg=}AO^EwTz
zX--$<+Y%gt>l0kALUs2hy-urTq)uCq-Asq0u;SYGfE<#RN%ImMPE-XmS4G(dqP41;
z)qa-Qn*zOPwHjM)MrB3lwIdb8$ca5n$NvDYwXKO#A{COC97sr&Acn~v=qEMcLO?17
zDujgrpzuagB!n1&N<m(I)dU-nCQ=9@R6#r5WE*CJpMhPCH`?e^=#pwPSamMNs3<(+
z5!`1{ZA+BQ$oiXo1Zi*_sVN0$LX+<pJu-vrRVcMuEV_Hlsi^6zQkJ0}8lKA3i81Fq
zhqWD+%dMQ1r9;|QlBAS$>*Y{qzxz^^4xuik6WQa|EjA2VWkGH3UUin;4pV9jWD?Pe
z`)fjrPa{vgz>9XW^|;iw?z(^NihXt~iW41tPm1#?PN?x_LP+x3eXyh<3SsEwvH@;4
zy0n&%V?>fc<})k+AQ%b?DHCulpf^c!NSG2J=uT)!jl4jl5-tfGqco-ColKWgw`2-E
zdY?K&P?|si0xa5uCfieC#m8HSjO^HmEx3hbEVhMtPDy7=YHb^)UUcNdr`?q%rBI%2
zOQhFaLkvW1_Ec7c%c!J1?2k6Eg5veZLKYC~YU%>E3sLCQ7>;6G>KwOAG9gqc^6Bov
zY4k1D#7XR>)UBrSJc%WgDU_h4MZ&P4-PEghB^}gK+-1tmr%`>+CCPIk%w_n_CtEGF
z^mQf1<)x6MIA1L_A#G|)sc@749}zjcMM;pT0V@z-s3e3qa}^;;3Y7yhAO|Rb6JP)a
zH6=;dfKQ1s3RIFrCg4DvTaSjWa7*Sjwwr3_bf)vS+iABXIQvo?xM>Ze%Z*lxHMO|Z
z$5ND~smp0+Q<@~HC=cLBx|KF9LKNzJza{80<39>Z4jrCiV@qY`$i`HaHnk;b(~T$Y
z<BBcit!1kY;-=h|rGB?doeA~Lr9_bxH7Zzb4g)fpwj6Ra#+rIRnA_3At3ul=Q*LLA
zrsc;lt<GxOP%f$jmK|w--Rdz?R2`<(8$dE)$Y}oc3PR4d%9Dp0QXEdi<5gr;v`H6I
zJGzt-08m)STp$wx(n?kVgt;&f9Bnv_g%l_xScQc!tAh!J1SdjNh|HZ;kXWdpO2?P)
z795|g@<*9fiz=eazq6XD$(L``2q<E$Z@k-ovL?2i1gXU^79^Avc~ZRg6@?)26;+&^
z{XSfJy76h@e%$d(V6K9PVbVE+Z6(>(UB<T1R2^TKr)cx^gC+VsK!TT2-nBz`F)^el
zrENXtJDHrPzxhRR&9!-hZB(u5oJXB)3Y5cw4EEYtK$lFO6YR6%I54C=9mR|&CBTJ+
zAaXsB?R_nMUlHub5L#(FO~C4$rl_K*J=45Gg(Q9tj8O&UH5B!<-P6u@d5aFMNMG#x
zrLS*|aCaMGpN!H1_YAFN3obS@CW@}X`X|DF!pP}RWl8`z-ccoKSPhu~j2<{}B;zLs
zBlVxpkFnv&n<1ExV@R7V^@iDt6_+H)dBq$hwpnEhamA?Y5QM2j>;`!5ssIV^2>~et
zsYHMx#!1oul1Z=_<^Uv!yx2wLk|GBEFiR<3{x<hhpQ-Dg!-+@X3y>8)c5^PBDr6T8
zhiA=;Sh{CA+P#)q<19#nZ#J?59e$|uX-uZltxVHXCFKyJ%3P9u7QW0ba&y|dOsMk;
zG`?0?5*%Vf?^KvdZu+!EEd;enp}qUcXn7eQv@31LZM2^?h?BA9n`*6c=F#L#m$@^`
zdP6iiO}imb%WNR3L(G=avr(u_T9o|yrAdXiCS1qVR;4?H2HQ(5H<7|SRlzuq6n};A
zs`_gB{vA##YCjI@USgD`)V7tl@(P<;n{rf8g0!V+N*yUDyH(1b6I$IEsi|SwdS_OK
zfpIEBj)xLgkq9|f0??HwIm@h~NR)!9NOf_Sp=fL+Xl*3}%xIy#BRX-|fP{dOk&J_|
z<2dT3+*4teSxbQ^LP8LofKE5*gVU)$Qb!rbPSdTW0WGAdBYy37Fqx7PWRgKLcOyV?
zP^6MGDJeT9;s#`ZEHoMoWM8Hk&Pa1U;-~Uglkiw(oLPg)?q9=YPB8M8S&eE^*=($d
zASqf=l@O3MX9*bz4v+g;x_1E-z)x`%-0!zjBRocaPJ#Z&`B%6j{hV0+@z&a>ZSx#B
z<86T>ey2MOeE}mM9ljajB(&TllqPbd>C6Ik=f2*U=2ck#0C=>Amt`mjJ4p}(UvH#|
zICTF2+NIE}m8PGljAStG+vooP2mLl9<I@~=9M-tXQk6ALI(G!daGdYZdHCvcoxYuT
zYC_fq=W<RqC)c+B03MyY@rBg_M*jeS>5TsXBg2bK?0`AgAJ6aB(Td8cg7S&BinJIz
z+R|r~MwoP!%`1x}hUvid$FjMDoO;O5<MAA9o@v~Je=3!fl0Z~faB@k(0#b9oPMvqp
zcCT8Gax?rrKpzr1^zXJf`W#j_135U(-y!oqU!Mnb*Zj14gYdV<?l7jVul{qMhjKvx
z5(J%OYBshVKlZhDV*xaj{Gqr#a0mB;fInTa^mA_Q3BXM&SFf@=zt8)|dv-p%cHyiJ
z9kv7=&#2pPUc7ztJxAzmoM4=Ay~{tsk)^WvbNR=n55`s4hg=|u)O6nZZ`aojfab;5
zt5HoaKM1ao)6>r%$NF*e{j6O<M-5W&PEI1YGEQ@`kU;q3bKi!;&Hn(oJu}yTz-0II
z<L8=2GCG`p9;c`4r=kX0zkweE(DL-b_{yU&>zWQ*#739C-<90ub5iCbW@(w}v}Xq2
zSp;Ns+poZ9kH76!>L4VdmO#coy1SBdo$&Y_dkhX6FtB|`ZrJqo<6uGPLBZd@(D1#&
zAb!m^xVEB4rvCt0!T8FN{{XD9I!XE5dR{No-N_uzxixDn(#no<eVN=0?0@nkD;deg
zM)~Q}j_vbe=x79`iaOMzq-G=8+<-HQLp`?b-=WK1rwC9uA5X)l^FJ?<?Yk59g=Uz+
zPNcapoqza373R5+I^ii%IQZ}uT1X_J77|2gEN^kok@FZ4S5mbl0q0J2W%r4>BEwyJ
zd?4Ye@z2ZKubj4(vrV<$fZgR}g;v>s`u&lLqN^~F#a5imrxsg_A#61r*h-O>6zhIN
z&a#J0hG{yHV)LJu)wi6l^4{uZJb7}JCQQ0yw&_TdIch>3cC-+>V$06C<+ilSP;pvP
z**Qq#&|T9|OzV=bD87Z}QrT>kBmmPGWxNch03oED4C6gB!%58QWj?85Txg$5MSZsE
zGbFQ1LKh*)Gb1wNkb_LJ<4-MVk{ebK;tG%!3bYji_9ymi{?t9M_Eh&|dl)Ix#QQSW
zY3OPxnqf^b#dvBsw-u#xi?hR*P~&_#_iEHs<vMtnEU{EWj<~9DS;wDt=dpY@v?${>
z%I@2&c7gVsapbt=JO2QMr*Rajd^HsaOF)kB)2lk03QAHOC0O&>ScNLL0<tQwB^u0%
zw22iel%*3Ml?|n(=gdZ9xILlu;cNv;P-TWuls4msDOlK7#jSNW8q}nNOieCFvZWH1
zoXZMGN@{MnbcLBEE@=e*<Y{ODwx#_Zi1jKpPS37U)dIemg~wAlmt#v?PXM;ski>)`
z^s@UUK2ccE<4z@MDjG>>VsdR(cQNT#WZH|6s4O`##;C!N>r*7Ug?UijmR!;7jku)9
zOIj4Xw3MWzZa-vO;r*xKPxe!_U6!Sy?Jo!I1N<|F_Rgn05?!L<HGEA9Rb%{RYNc)F
z=#4|XM!uniR8?^xmRO`}p(vzjkDV1;!K>-`&j{kq)Nsn~9Nk4{XPRuhwyJ8|r3voZ
zqfdL3zLX-KowfIEQ-0CMRNIPqZb)%yP}!7cyA~@fQ;=SEYk?uh3nR>STjxni8*Lz#
zlbu)rMC#8GBbir%?;C;Vno(|*2r4BiILcC(t*qhFov`eM662Z49^yJ6aPRYrm}rAc
zk8VJB`{iajCe;?&$ShObQ8A<KkQFaVopS_!=`Ez?E?~y$9Wr&#T%}v|h77u`VsvVJ
z2&q$OFG-Z@T5ToAR)i%XO4Q?vS{rQ%Q>#)?lA)XJ+qXO#oVnQ^2<06g52ac-muae7
zEmO4hQ*DQ7>7R84C@k>WWe2J=l>t(+9wpjUEZ+8W+3Mni_JfKCov3jNrr}6*sl_!<
zm?i3jB}9<Amq9~$K>dI{+&1t?mtG0EBzcd_*q1e0BQq@<4qQsrO_{AJ*mY{69WGL7
z4xoV4h8%gXYN#?-rBNgK4x}bpPacQS&6|=tNM)$>ge9ba2eLjuAOHv+)u0RxfN28&
zV04KbhUJY5lf1vAS#;-M$f+{gW?WSW>u9Q{Ta?-rGE(%Yuggl1n9&llOK{j>yqzSM
zPF+?6XG>4ch|0+x<FXlTdQQOMY6k}d1Kj6*w)`OW-R%f_N$q>pbm~#;_XqDdX8@;J
zIX?`Qq}1^eji2Im2{j5T1!$*DEi%f#43m$kxD^}RDv%^8NveFM>ZPMnte~O0e(MN1
zU>v1oYXE0Bc+<`6mu#^{Bpi%HaBfC20%VQ%C#cVS@v^zOa}??FX_)8=W4-|ce1F!6
z>U{{v8+GB9H41ir@nHxYXCBzVKAR6TAIp9|8l^PlCZz-%90M_df<N%`Mh1Iz+m9Sg
zJ23?bxe=h)f0S5*G1LPQjk8x-yRQ2BbmjSB;yl>8QmmmAz%UQ}Reibx{pW7u81(t^
zu;%U7f9&a4PH+TAaB@K;e|iTe1AmG7GU}SaBsVfEzV5s?A*T+Vw<${0anxiCWF7;4
z(r7CM)(9CJIGmh!9{1&rCj287@Fws8i%g9?wvK~*DXOX;`in6H+>2XH_0*ZvPb@ud
z^K#)@78czzCj@AS;5#0Ki2!380g!Qx{Zo^9y<BMuTGLF($w~4ZB|W$P@(9@N&|_jc
z9vereMq6P*RA5T50g%`$AmF7StYm<!U;=%5o*KKld(208HoPna@2h@*4xLBigRtL=
z6x1xZv^E<-%%rABfSEdyCIE=jUbtzir~-TE49D+AnPMU}CI|;z;2cB0v}*3D^FG<L
znN(VP)9tFoLHO>(i~aP(l@-5hXgsGKaI_3&R9Q#5rGT;u(B2>qDXZy+p@~R3{p9}h
zKK6D11GxhOVbcWk1Bn~Xs+DGK#R-Jzbhh0==9_X$QIPpbij}q=l;dm#A*U3uH7QPM
zIsqvpvh=%2b!T0d5);(vEWFuDmRa&8slrrCMmvtL0bxz3ge|hHC@CX2{gwX69hKsI
zGuh{2xYq~oUan1FXb`$2vZd2J!(48;$!4G>Or_)w@lH1K!p?TGkR5F+`TN>e7N>r<
zitxTA-KC!Hjl|UVi4P&iX_`zpf<uaJM<_#$q^3f_l7*-|b&E->iIyg}Pie#D`-Lqa
ztR-O~Lwphl&%2U3>@YY_Gs*bxGFf@1;<8D3sLx1I30hO{I*84M=~gy4Ac3*<;pVmB
z&4opY9(n%qgo32!QAkiu5(p%0bFk<S(}A^imh1=6&{=;OV7LD94ukHgB;X8v)oMCQ
zR8p*@kbh7f_I=sDD#AF=6yYW6$LLV~O(Tu8+SKxxN}XwWS}p~vC~P8q<f2D}0rJ~@
zs^Zj79vw$o5lr1lZKu$+tR(@+O4BO|DHl;NWEDoYj5Qh^63IlFUeuW{GQ-|h5SCFL
zz;Ki1Iu`4v1b~z@Frl8qG2V+*s@nC|FSrr`sX(0Dtv>Qrv^@1m^~8KD3TaBx%(n<7
zNl@5q4wEHka{9AzOp#Hz=Z0Es#i<nNOe#W@lrP+6MYI+g85zQS<G51Os|2<;#icS0
zK0_;ns0=#gFhcW+TV=r(qQmQID+MTczO7`qrwY{W>c~oRpNqY?c0RhlvOS`z{{X|v
z;XR$<yaTkZaQX#>smE5n8&C~pdJ^l)q(aogZ8n<660o%v+W`l=$G&zGk5bcdDkfFM
z6JNzD>o{^M>O3I{LMj_2ie;1|zfw}-*0RD%a*WEA0IXOCCj3<MAql6(ams4ibhex>
zG=i-pfTd^JfCLSIIRgY|pf-DG^Sa}g0hfpD^6G+AQl=K6jVap&?CsZM)SbO(*OZjE
z-Iq>nEx2*z0#cQ2xEUol!bmwCvUkr@YZiqvTsnMJ2AohWp-NCfhyzYkPBz9m<o^JN
zV~(GNU9I7Cjnn|cNbbM{tROZ4ws1|PCt_|O*l2#HZmy#!0oBMN!op(WFCt*+eIpX(
zo^D(&083P|qm2ImcW`^#9?}6A?l<`Qkzegf;w1j+m<Li58PE?=l6?H0qv7!H!y8R^
zSpb8tp#=&A5!<It`}%?D!NTT8hyj%$i2AdD^X)W9&-^YeC$4jiz8h`ADwVN57VQ_Y
z*Fbvtd<F3#s;ZCioP!2uNsS|!)J7fA&3l;#32u}|GLm9Bu><@n_Jr^8_>u5C9&cSi
zBT6ZN=ctJ3QTXH9FfumZ`Ebsrtx9l|CaX_T#&PYjh7ZH{n{V^n4Y=#=aF&g2)M>>d
z9`KzQt33!fbRVBio$<Q^4IkV|=o7Ayu98e#M_eJQsRDcVC#lxLY-4^y4yt*@b)`ze
zX-iH)_u{;Lb{LcfJ#oG<zH`TQbB^dx7>`FCGyToupI!a0@W2?!&Uk0rkpXH-5jqQs
zS46idhZaVE;X=vz9Akkl2H9-5>&-OUdacE!2?HPkRHXm`&e<b9xKhg?`-$mmiHjYK
zUf0}6CjhId+2;&x{Kd~J`Pkvt9O1cs_mfH7V|Z@&8<2gZk@Ea~IOv{l-76b0NzyTd
zn2z<%H$K)0&tM4L4%{-rrAZ_NRO#m%EBoYZ0()%c$F9WnA1*rzj0W+Vj1U!^A8TVL
zpxgJIGt;T~XMnK49_nT%NxTb2!{Myo2jc31j`_iGY)p%T7v-dEP3J=Mf3^#$BW9^R
z2mV4ld-Wtr10-$Vpux${9~I6EsEwMXVBl{N-ni}k=RY&}d>QZBRN!<8@Jfg|9@fS{
z$ETU_&VC&R+;&`u?dbC)$84`2SySyN%+v;r8Bo=bHplVL4DMV01pF|5DyS3tW!w$U
zz8#8S8|;3tUKaVebm%#5m<}=lis8u{ZT;&w8TI*|+z4Zw7fM}ZI?X6I<|kf=uMDRn
zS6NB{T0sDhQg=DaK8XyV;Z8S!l2oOn0rMq8<@o&sH6e$vww-C#!jHV#(6r?{6cwRI
zaga}NdX63Vc1m*;r&x@;+iCTlhkZd=RFY-Y+ew2U>3G+for&HtA#YA&SEyCDAi_mG
z$WFtDHY2Vu>YY<km`d_im(qn{(Bg6v_d-D#+@rtR?a&YVx>~YHIg05S=r9B6APrmm
zMt0wTmxh_Nt46JWrAVR(POOr0?LEx|9kHA&jqrBHGm=}?;0=Hu9CXJ0zeo5nrkgE^
zZ88PSNtBQcrXcH~#FZ6qrPXC|VJ9MzkYE6?l@7WcEz6v^>*lq}wQ4NV$>>M3JTeDt
zi38==J$KuWzwKh^?9C}X@$AnN_?ZNB$8YDuVY$!bMsRbuAP<QdJL9(*(C$XyWam#$
zhC1)xt}%`mx^MUs{?YgM)Z!Cb_{t0J9(?&pf-NA}8MwJPb;mgF#BPS^T@P5Ujn3J}
zv<{d%XXZH6^Oo-iDrS&&=wdiQIV7L@!R~tFJ^pP$B{&Hg>Gj(ieKFAdyMw7w>P9#J
z01z1XbR)N7emLOnoBjm+1{#{`n?uVpYpMiV;`Zn{TpT+ioL6uo_f)I{k_0sXPUK_v
z=ht(;ZZ}Ui?xm5bs$K}wg+zDb?_f#lI}fi7B3xEZQ?XV70Q&UXImZ705KqsJxxwqc
z_#1o($IBSs<G-jHYyMh(AJfYV_}YmHFE|Z=g&R(iM!d8eM&!FH=C#nQs5MJTAY=QZ
zq~inDPt1UOlY!HTHQ_?~u3Wsttw5<J5?E@=sLMf)(%Vsay5+dSa#Zt!K}3fMNJu4G
zPDVF^0mJF_+#jFv=syl6=Yr)0^G3We{{WN?RPXS(tzozNbm6YD*llGgOoYycN3QYD
zd{0YNP^yNIw;U-d8H9qE0u9CBdf!R0#iAqbfO_wY9kM<HZ0CK(2gnTdNg8(FKE1ce
z_-=F4r^xZawPgwz{#YLH82Ebc&~MXy&`xyv=N}Aie~0TlXNzBv7LIx!&tQ4q8|P?%
zE<q49An&KnO~@M<GmHW@-x%yS$=~C)_}iyW3=jz!N#8qqcH9o<(;ve;7PNH^<4ys`
zL+RUny5ygr;K8!23=dCTzeDtRL)Y)&iPH*98H*lU&q6f52P0rL6Vrc=dgt}{anxtt
z0~p4`=bpRw`e&~k5^_4^=YQ9y9fI%x!9QQu`EZzV7J;^#Ut@^z;$p{U`Q?qnO>vaC
z=dj3Ac}ObAY=Nh^BV&=aK*0xoJgn8}@@?yeyG48{r)l%#GEkyYLQv^J>Osavanl$(
z@$7D`4Z4IG5tfjk^DZGn?_@0{I(;`CcInrB`123rSC;Frxye+0Ea-(=S#>x@lx1Xv
z;NwqHl@dD>@)~?S%%(xRN4y;Jm<j`EB+1?Z#!Yiel#maO5@1ci1QUK>Z9ZcWPD>(G
zM;l+fU1@2^8Qofd`Q%`qf%zUPgPt_07FRH0*W#hXKTfH!J*OK0C@M6BNN+|C_$fI!
zzzQQh2NuG?Atj<VPTlt%y8I7cpAdV+J*=4#7g1@wP6R7_ci;R#j1qF4wmzMB>La~r
z*5sV+f(+Q06TXmix#x^02}0U%0t;%AH`+mvMxcE$V_dYlSh_7r1!<QHjnyfzrh$-f
zA7Qr?l0Z4oNkQAHPW&yWq%EbAMujAeB#p71x7#H2`Dd=&K~Dr1s;j)RW`!m4X4;i0
zRHZaXQjrnG2{82yh(K*?LUYtNfzWX}98w-gO1H{R***FY0QK*m!>0!ibG)WNCRE(E
zqac!`DM=>KZvj^qpFu5BGCHD@Az&>%0@4--rf9ap*pGG8dmT+LeZl7UBMB*9N8R5&
zK;NeMIpO}J%WAc0IN2rAsH<&h#&n-A01OV<$EL$0py8CgqUca~Wl1Ed0F2`#oyhJ9
z{0DrDthr}YO5i&Q!bY^|*!TB=Ip5JFjs95A76A!b6q5legSC!R8)-5Qvu&=!D{S0J
zKvC*I1pGJN<Qv%2uZa3L_G_7sy{AefKj$Gqunr3U0C};&ARWfr?t14p72vM&7Y`+9
z>^kv&RV&(QPJ(i*M|i3}N$ex7um~8&_{SB&<BHu>TD&^C8wDl8g)9y5O0YA5jFY~0
z$o1jm`#LXW823f8>!hF<l?EG9vPPlo&*>RB-3=0Y9YFCr&MCU~8~|l?2~6vlEMz9c
zpYakk<Te(oN>kjr%u0~8K;0??I0+gENk1Pn;=*~9%ASQRWM|9hGDZm806v4L+b4b?
zjlU?;Ie?R$DO{nTtwkg6;OZogcw`)4=cZ2+>hoG%jQ6^5T2bGz2`9HqV>#}A9V^o6
zP^VrkNF*gIl9CVja<%6jvCtgn0B1W6HW+sy5~w+WA~ghpVDlRN+LcNapiYSrO14Z6
zR-a2>S;wPZOV_`&T(z~P1trI0#YAPC=N?!I2R%kYcjyL2I+Mj>UfwP54o7(Mt5fRs
zP3LtpSGFl}susK&l4+F4j7zISsz9!)v|sikOGUp(b=PSw!+KQL<*-H@WyNtVJRx2F
z-^<w$3%Z`Cx#k2FWQ46C>PQEn)6jG{$8*F*@q6MzmsO_SmhBaobc&<Vr_<9@ivlaP
zcIPnKq9NyGEk1LK1(dL)Dd3c{3rR+tr;P5{tgnUAqDWGziW39@l?f_2;tHiY34=4W
z<m|ct;<bdR2LAvIg(}8XD@Xtiijql@ZEuMG0CQe6wj6p~8dT@0O)hkL1r^B=WmIBP
zntka}AUi2YkL^!{$_Z45gJ^n7j*zr8G@@ttbnzKX<>igcUQJciNMfIU+|(Bvc1-v+
zAw#dibh7X4DUg*m1en$0+$fUg(`5+i5gK2d^G+4<Q&z>~&3X(8G7|GkmmA$v$Wj|j
zrdAu6!dBo&)XV5n4wH?**r)>Q+EqJRJ?UoC?sg2=mD`SyOJRmk<EuoOv)G9qN*id0
zTydA=AhwWPQFUlgLdM*AWgT0Tm5kP)B~CE&Z>KcDS{9XppbQXiAk5rre0Oy;t<=*y
zN^=A}%9tfG6cXY>CP4;3m?wGl^cVJhRMP{Q7eq}-9&77YmH^X`>ao8>kTM2G#B6iL
z<kKol#;LRIiAVsiN|Hzm!U-BkJLHj&2S7n5ibUiuEiOJz^NHDylvQn7@|5i!;fx86
z`U<s(Q=251RYp>u-o|lCOPDT3al{1_TNL~0EJ&xihGT@Wg5g@vyb5%ak-AEK5_a#N
zoO?TtCb<pNvZSpJhZdre3S~=Dvdne5P2wb59!Xxqlyz=0=u#Gxpb)Wh2^RwLBx(#F
zcoGOWiQi~-SrV*~6r8CllIRIKfYj5O$x$mLd$<W08Q&)djy?#TV&eNgdA&wkYILI3
zx|&)6+?Lytv@6R_R5S$R9l%z0>eBeuxxcg)?1hCVC|rcL5ayst!hpc(lZ}U9LPw}>
z`FVeH55jkYo^B>2D{`w*Uo9_7u2O3r-0eOqiJ{M^My0siDUl?)u!N<#PNhg~3vhWp
zZh{Kc)icBBX@3x`s_z?G5<E&Jx01CGM<m`%Ou)S1^n5k`B8rCDK~Y*%3W<b-t*nWe
z+^Coa<|mQE5B5@5TA_31QxC6037=45T1Hi&YH$Ju#GH<U-s|(?dHA=lB40i2*BoA3
zX8E+5ZAwnbZ52pCD(ToAfXM1`#Y%mg_taC(`eo3x7|`o$i&ydxy<w!((p~aUrC}~5
zrxv!eu_Zq6)G#a`#1+`xZ=6)xg9_Cc-qbf*3j^G3x~w#3Y=Aw(fIpEOOJ9-dhbkL6
znp<mAYtu4T=vr;DAw-E5^TR3WR?_JZwB=fRw5!D=6gAzEa&#gmO%4=aYaFTtQ<;3P
zv}+aSXif75=e2Ble79Ru?tam(&TcDVsHswX*AkNB!M#a9N(pgjMo5tU9yw)i@*kGh
zrKJw*{?H}5JymT@kr}8@>t-9|#(ktb>RWpr^J&U_)R0m)-iyB64sX}b+D+j$&SAwf
zZ1VnpE;*4g40($$IX3N*D-{>el1H;qXcqLBi@3uP-kjrwDFE?v*OlGN%ionZWlphO
zr8&#V_N?g@n}t;|0*Z<X;kvi#X1yKeTa6wwC|kyR654VZY&cfKh)yuLmmR94RW%zc
z1%xu+;#z_GMJY*g44|nn0&<j)NhFyE9S;lO3|CQ98ibtAKBd#T2}+RyGXa=|jKxwE
zG!bJ2M!se***Q5+aYTS=fk_8p@1QK;9Ai1_)8oT`_IrfL<~;c!uu_=|QCT~c1q1<~
zUWX+99XPIwlB?pMm%P%Ua>~cPVtAME!+x@vG>Vm4xlXCwT&$%?OYSoB_j?L<Rl!O~
zVb-Zjma3z*RJH7$bSZ5YAD(=mVg5<ml^4ZTiC0y8FH&jCQD&71(4_{H@`G*}uBQd<
zAt9aH3OFtuRy$8b>n}dExXYm{L8nm6qOz2b5~Pf!B4I?7`CAp9?7d=8Xxm$BZDkWt
zB`Hc0p>l;vq@+klo0umPhs2%#07aL4R3_6*3Z$D-DycA}vimbo&0Y3^oZ3{%+-;c*
z5+lBaVfJ)5gQP14A*T1Q*6CHn(<!nlvTgJ>s_RrX*HfELOn_GuOOGGT5M)h2%toIe
zyl@)Tk~oT7+~!mYbvmZX>l0uZv)-RmW}hVtqIa~iu_cu)C=%nB-UxN);YeZEk{oFJ
zu9b?tyLsWvTE9CiYR@VwH^sNjIdzmqwyz6HnOLehEU;tK*ADE120WT=!E0!Jm~|Ru
z!qTCLYgvrsWj0@Lf#Maey0yGknIMM3$;i@el>$sak^qr%X7fFt529v*m8w>>N4&W4
zIJJArPy*^EIoLrU0S)hn4tdun_>jG*cT*P?w{cLa&O@ZZy6G}4>9XjJ6#mVV0u+~>
zO4xanmtAr@fJ>04<e@1-gKf!sN5#9ezFW_xS7EVRpKd=+xGZ;MG>H{TMcGWB8OnF;
zNh(6*u)47GX!E1TAu}LPl^N764-jVOJS?t5__pMA8b^#fSon75#Uc50$X8q{b!Dh%
znF0bO#lN|Kb^gp;IrcTi>Rcb$D!j)kblSXmG=}5JTQOuVwR{tJPrPrx5jNE)m^C*i
za<bXGgBHzwa3$N7PGos<R>c<OdWlj;x6!GPfK5#Zs77h&@(~?vwy5B^dHNP>t7=U%
z47lsg%85vZ@|>3|PzXwIAgF^N0VhkfF4M5epLy2MmeUJSy^<uPgpyA<0Gmbak4L<V
zr>5+y$+{IC*s)dYZADCkVNBGkjV#29`jjx2+hjhHgYS980O`*bC0cTwK)We2<|($|
z(QIn8oULKB;sj~QX{4UYb=5M<csVOr1B&M6{Hk|>yQbT>k#*Mjkw>}e^jeHcYynJ&
zmMYCSltOZMwWY+qh>3aNr8etMEgF5_yTr2QS}D%*T5mpXtEPXJX$_%^S+-!d@?*(a
zSFyC}R$?TrWT{R(!@ByM;2t!8@b4Q+nymisQmNAOd53#W6jdPPg5gq0gBF4SAmc3Y
z?hguJ)}<?PwFb^dmEnLULwR&MX3ZudabErkD4*>Y#T8<#rWW&Yr`9UCN!CImscUQ!
zuXR8iWD%=9J}4iwO1di?>ZVYd-`VCR3Ts$8e77|00XuX##x-rztgQPhVnao9o1DZ_
z8i^7OB66XLE+tOIMEOrU9kAgDON&DY47joYR>w+nwQckI<Tu}nI*Z9!lGAmE5|NNo
zk83GO0Awe=z~J^94n3ZY!tFy1ftU7dg&@IDQ?4dbNCNPkj>a`O^EZ%@Q0WTK+_d3B
zq5(=+J}@s4o?zcuoLiTL>Ug7A5g%Cc(%dw=?*J8qwUfW8>$%P{4mhoE6W1xPb0Sg@
zwG<*+!crBtxU-Cb)Z~3n=VsQdhV6b+JoC6~$)%}DI)*_kBqt+rj;G>x@5M3RRb|{4
z{O3!W%H_HeRC0H8fsUg&$m}pd&lB;-O6pt!;1r}^K#(jg)1N8R6+1Y}L3QO@DN$5`
zB)B{Tfd((jLl%oquMRQWrrXkLZzUkL8OKt!Y%tS$kO|lkjDeBRANWQqf5olH?64bB
zz;?M)lTZg%3Ym5C8BW<HDP<@FIL-h)aBNnCP&Th6tCa-+9bGkSut5nS$52{82W|Bb
zMmFi5oKt^0?l<e#)jFKxh1Theu^1$RaIjJi`N8$vZ=Z(~E#BgdMqrdS+!?=l3Lr&|
zkY}Ntt^_Kxi3c*sOZm(Y2n>h>+dx#31Q~)PYlk<KG{RF&ZyRb!Q9t4Y4agk^K?fw`
zr^AWed0a7U9#LGC_tch}rckC$aY`Tri1AkL$0Mmg!P~D9Ta%R5!l9vQ2i;^4Mt3A{
zwmYaCkI#U=Xod8fQ^VxjYM!+sp?OTFTM>d3pt6dK&7x5R_C!=XPh1T2&UneDaI;NY
zQy{CmC~Dy{vmpS<07{6Cup^eo5I|eBRKm$y$y<gBhE$a1wx9r#NtiLz3_yPiu_aU^
z)-NiM4o$i%RXWq^P&(9SOLg>;N!>s=5&$RNMgYbDoQYUMLWV|`#={vn86#u2u6yH#
z50W<eD3*mLGFt$(4TO>ga#Gj_Bx3}E4geeV^)GsswP|bvm6W7p-~dn1jkCDVr+zS9
zl`aL$<q^5C0{tWTV||j8f~kNIlcBW1j%Epq-)rJY_+YYJzqz|>Q%g#63>j@!sz8jT
zF=?vv%3RLCI_g?)ex+WVU#U`dN=6cp0LIt=V*|D^fHoK%v&CY4p4NgHV)eb`GD&e!
zs4yN<cL_l<C6pgRuO%t~cHH{em{tKjurc(&Kg(mqn)UZ=)6<I-qr6c606U>1#Ayf(
z^0_$8p-P;qtEm?XQE9ya%8N;l^A(BYkv&DWNj>qAft>vJ>;9*MRt`ZMpL?%O_UYJT
z18<LR#c{?}jDgqZ(|^mS$nb2|!)>rh+u%Q@ci)a-^;pT}A1;TMI$Cs;paXJ8pFXE(
z-%JWmx{{NU57Qg=<GFAY=}z13PDgRLBjeXUE%*u+J|K<zcJ%4L7+1Cj(>*pI_Brf7
zF2{`WWXYNGjmII=)Lh8Ln~9AG7XtC&w$rHE{UqZYRx&kYe8@RIx!WHOr)~he=9b9c
zINv+;BW|PRo|yc)IN(N3GmU}I<@tBV(}I_t)RiZ$cKrGe&!8KQA#p+uqn6r_Tk<@K
z#il_|h=~N{G0-IMu#NR2tO+yW&m~uqh{8&({3{1@{{T&uX+DD~{07`gL=DGYyB@z!
z!@22>BcC8(m@q4P#vOdp-FJQRO-D#4J(5Na+vmP`k;u>V?bE64oyf;uhp!b}Y^B(?
zsMZ8ZQh7%4ZTjI9yy@=*WivC$Dg$G4V}7POnMcwR2s@L42FE_6pNQ@992gF}9D}jP
zt~!&r^xI+6(}Kn`ka9DEb{l%*Y-2qzK0cfo5;499bsQWYhtCHmxa;zIg^~o##l`kN
zo}GE(r{BW?q;=?@yYc+a-%bK&uET!)PvUdHhe*PX*d*ZX+yRXIGr(QXz-@!;^dpGY
zER%2Ek`47p8cyTN1+R-OMdw>a{{XrV<!(_J!<=o5{<?g4<}-qRT?r(f-4ChU4nD6?
zNX7{VeD~|OZpZc4jRvi?D{NpKeu2Tqp&NG_K%ptM%*p5^U$2+hwtyns{*i5d{I%|c
zlAhVg>({r`k4*fy>@&ASj2@o9%i+{|@EsY(bCaK3<EQ%Lj-ZVF(~@(x`01SI*C)3T
zM1gS;@Fp!|*5uBZcrpj1{ctrN?na<9@ZYHP>9@nv;fC`4=GQN|X&J|FE257_keYnT
zjCc|s0(91*wBw~Qqo6I-xbbaF$3X+mc!t{4vJ=CG+7hyXqzsS=B;y2)@_Jwl{W3G(
z%D>v>;%}E$FOL3QS$yYW_M~zWsc5-*KJP6ma3x=l$+ZOfWmc0O1$k^zgO$pY){v*v
z-;kzg(O<7PBRcBi1LXeHyJy-S%QM-|9oY^W!Z^2TJ5R=cySRNH8LFtIrD~F%oyxu?
z#0qK97g8vhLuJNAMLN=ljY0)TWmN0yyD`D|cN22G?k`nWMZ;()*88tgG>4p1u`DnH
zssSb3tIOa}TF@Gl6{Ta&UyZ*N{K4_D;!gSJA2pe{ZYoO`9mhxH=Oo-sMap%X%lkfS
z?9}dyvWnAAy-B3fQqv4N!|@xDUb>x{?36nWmgIHa*Zi9WJ5#!RR&z?^uqsbAE0?x)
zk;@y>Z9c08k3^$?X{S^!3PrLXWx7-dRWwDROm3S_LgYOjDkfDX%be@w5a*koKfEK-
zxmOC=<R^l9CFcsETjk~5&Hih6m#Hr2y!ned*tzK!bxxa8rCL%g`UO6NQJYVC1xc@L
zs7#w|HsvKEBv6JMls*jp)t-M}{x11JXLC~WwJiQfT#rt$=)9HX&ACFb`B!VoxS|#<
zX>|K$i5@Ixq{XeZO@hrzs=AdxN0}v~G@<80@qMfCzA;tokG2%_pMz(LE3)-`LG(1r
zc%q)EqaWT6(y)rAP{P#Vrc}DL_lZ*Jo@uYg_l~z?vb7Yb?Jo{N4=tru{tbmKW}OL5
zLqCTPEl4HY&aL8rk`Npv;NsItT4?$q@dt0wd4oo)+gC*%nR44zdvawueG0h-HBys4
zG?YHnn9`~98hSK@I)#L-4mPbx#s<S49sFGK7nna~uZi0$p57cQReN`q_3HbTOEtFT
zN_C4yy35ItTjkAB#khZHTD6F)TB-1-Dc?Gr?3gPqssWOH*xmK|mCD;KRM#0|B3zEr
zW5R_EEv0EnKI};B1&?tXt5?%}(|_7q;o=WEd@S>h)R7Gi)u^`ZLin|xEsr`a!Dz7k
zU4s=wYD(qDVqGn2Nd-}-tZo&*<^KR+J)@(tU7_rwVxq5!`#kL%u68T7+#`!oHA_bO
zRj&j$#9rZIvxrkBri|7&^K}V*Zq!oKS5hpYH4iqQp=<b2tKqdTr46yhcvw6~hg8$J
zr8om%t=0p@4J~cDhW`M=QgWg4+mLd~tS`eCi7FR~K1K4^omTk_#J+8qRT;2QzcA7(
zjFrK-D9*1sis^Nj(;@0s3yrkfpcJ?`l$O=r>`7kCR-nV#DFp0?P&H%&&?z9K?Sevk
z1D`LS@_ISTI^*Q$Hn}lASbh5r<)mH|MjcthRI9!t@T!c*Zy`uws?7+=Qb5v&YHG*|
zS=H##kti*vOMwNoC3;%`4|Icqq6Ts^s1gPaFnHqoSJ}=j*bixZcY)J>C3O4)kEyCs
z5|XDlRY7X5g)cm{jPAL@t0{}B8n{%T0RlAHagHa$X=;E%MQtiwDA_L*<#{cDnF(&C
z4k0p00T6eYwPxMEYwWP=x|(@Gv$-SQAt2*F;a7dV(sQ>*pyRG^eF^;f?0z}?_=5JG
zX<l<gsN^UPxWa}v1pP_=TX8mNvP{Z!DLK!yMP<W-k*P>db_pkCb?xeS{YU=I{iA<~
z@Cxn^QtF*FMVh)`rDiB?;9GquB+fvv%D@&1ac5N$etq_V!;wu{O<3A8_rXm%L;zNR
z6oPWa$SVf(2~R8tImzw6Y#xIkef*B!J@eCm%G6Ip=NZ_8o%)=pk+Iu7Gtg&Yhf+sU
z2ggv{=hq*H@a@4vsL3bhQa9ghxsHP;J@d!XnDfjBI<(^>2R%BT0Lnl$zn-0NemzHh
zvCjv7r(ke;cK-mm_~Qd4`UA&hWE=$p*SR>yLzJms9-DU~ZMYouDb>CS^~cRQ`uu)a
zL)7%vKb{O>^dJo97|ACf9R1(x>z%R35)=nSf;wzT>$%39;QqVgsXLD35wXX75$HxY
z>ye+Y8Y^H<cgOrmKD+Km&|v3b@`*$fZ8qh$+kZScBKukhoqEON<NC)Vu_x4IgQ#`f
z;9~$Cx9{-dnL2y*+dHI;{{TPBzT9t=jq(Y>$lE8s{8$<5@&_2>i8_fOlY@-pbRYP3
zH^Ipu=jp?7ASakUQ6o;eeTf=#Qb;7Le1o~veSaSK^!l7}J06+9^j0=KMt8<B@ZW(1
zoa!Lpk$`Y_+Xo?k=5xm-0g!WyWcED|LGK*neY1~Fx#0Wz*A60Z8Gm>Dv-~*tkPi4s
z>;4cn+iaYA_Z^QN70~y|$M}2nI49%Nr%t?bDFEc>(<e{izT54AkEf!G$5Z-xe_S@;
zn7BIhB0iv!cj$4=N&DXJ067>&-Lh~`!=~Sm;5zpwVh%C>9OJmg*~iEp!1{<$R{Mjo
z!8&&beZB74>H)yxg24wMjj}f=9mdChhi(2`C<Y1CMdQpEKg&;!0$}eWK|0J2&*Cw`
zLm+HHBphKm1bmKh*WyONci=J3PI~Y7pUd(*3RolnLU!C^NzQTyL%(x@k6r_uWcqyb
zoxOMe08ftGNP;xJ*X3a&>jO_rM+Pqf=H%<o&N^$<;3|d{f|IvHjlP8RKhJ>6Nyb3v
zq6qg!bDZ_a-{H1;@HNdlf=KIvFg*tQpH9A=I0m3bPM|l&2_KJ6zt5<~cy=3wg9;wZ
z$QT4P*ulX$zz2M9^4}j0gPVX53D2ieHplsXw&AC_?OtF>n<A}fUo{FkT#FmZqd46r
zZ9P(0jN%l0s<j@W<TWMaMe~GN5zm&Xt^y>w!>p~GpHygu-Hw$gsSSmxmjV>0R{IE2
zoncNkgrv0Ghn1%dwIM0el9G77EEBwd4TvDv0oF;|*J;a=qEnQlg+fVy2-K9B>3NMn
z*9Hy&p8Y!ITm5svYv5x$=da#Y+x$<@fMUGL(uY*emX?UFm7(M>%VuJh%L{c14XG<!
zv?@20-<qVTrD`EMf_NIdH&hTyjJOi7Ik#Imj^aa0QxY6(xWiHcUu{8!Iju=5S`tu|
zD~WRg1d;osPb*2ktn~H6!WIB9Na^AO-PR4G^WS}5Y-IK8-AnJd{{R<m3!H3vtad*7
zkFR1#`R%^k4fe>-d45~%D87R0C<_6{T0w79h-{FulzFU$t4<JHKvoLVkk0r20K&ho
z4Du!phe`W53|eEP`Nh8Vwh7-xN8fOKGB(cL&_+I^=z5eo+Ohue!JWUsw*I9DVV(X1
zgSYX%KA$Y@`aBf6H{Y({<LCZoizpI-skMic9R<k0rS~(4$GxWU8W;pxMf4G`JM$-f
zrvi>7ygf(}`X1vf9=*5DPtSta<E&@<)8P8)i@xXo07;Jh`s37h;OWm^na@w<`0c@C
z`N_%de+--tr|{vk_XF>5xj0IQN(m{rjZR^p7n2=rB<X?|SbQILW8KHR)ML}+%08dZ
zg14BJ+F-^H-;CMm@e58m{XI_#2SN9~VE(@m^&R*vcwiCRJw6yaacQkJ)NO4x5O%-A
z&lJVLzS~>r%S<QUYFHQ&n$9zm7a$&+fgw9|zyyB`5<bOOCljG#eT_Bj;A5#3F`r(8
z;5bsf*SA5BUyt(X*l+>g@qIo%pRa)7>$Cy$0P^Mz79&DNo1SB>w2O1XRpx5lMA~@4
z>S=O!8)yFjCgZ-@`tV-kRe%-!>YA?OFl8enuWE|$ay~y!6%QnCF}8hs5&oYp3tR)|
z)E|ib9u=}h%tw%sFl1UZjc@_?n4hn&-iX;quL5+ckf3wb6Ht0=P8@U$^yqQx*MgT-
zaSn`8RtIx3dwD-d4{h=OJ8-pm86N_2N63E@`Z?gS*1*rEHy>ZA9}n^;i$I+wf9X#?
zqIUYm(Hh2+JuZ4l*4|h7;U41dKnM^hYTGF$u~0xK{{WmWW4?Z4uLW`+x^i^U=nGB`
z5B7?nl5y${uzP>qV}6<8Wah+;wj_La@A-WH03txTfI%Lcj=rA`-|OqcNjZcG(%~X?
zkOTlV-)~Gs8v(yNZLRO{^XkyvGA<`A`N*9}rN)Y(6gwg{b@`6A1lYv|F`c494r*~I
zLbCg10ZMQM6lha8%5pY4lZ+pL9nWsK8nNluJV-n7AX?Qy*9H*!e$k40bnEzV!Nt?5
zI=T`_Cu|T7!`D8Zy*J}Gh{$;g-?&Ks0N%gqe!Th~5h9ht8a|=E&9r93$lB*X2TTlY
z9Y9gYAP(JfPTl?+^!RXa(tXeg-$38xjC}_H+5nJL4^j7q56`gNbt9*42evmLdTcvq
zBlVM>GYOM8(I--V{uu6zgN%-t-~D^-j{W!GOD*RmL*xhX&U24k_c#NNASj%jv7BQc
z=lSP`^O&6D<<}`;CROWlL#ICSRJhcpiJ4cL0NdGVvBKo31nuWImg9r6-cI~H0tJC2
zi6>wL89acIB-uC8XAh8sf=m+;eP#>+xr=T^<6FAzHWWbvsLAV&pVuET`HMi^UGcET
zQ~D$G99B)y_KLt|*I2SSeIj!~N=hf(RV2dmcfeSI0jVnhoNT$MP|h@t3ha-xj_J2<
zYHecb<vp8sQK7gVdW79hw@3D(la~D1nyN`CY>j25#8YmN67En`lUAYN%WF~+Y8*-w
zv@p_<oz(=&TT0wg8A(xug*f6+36h{E4{4&}lbv1C3X&A!!65*U3W`z+jDH9dw_JK8
z@WaUm>J>=b!n@#kRH}Pvmu=G}w})y|2_c%Bj4To%L<7x@tOFuIX~ZQ=wslX6qb@xW
z+3|AhnoIGjEwY6qDds?SJcJNPKKl<Xw5Z`Jacz~9gQ!%uApX-^Z=E)ztHg5RyKTg`
zr3!V&65puDyk*->gayWxP@+SFO|QE}kiaTpeGZLTW;ku+%Wf~Ttcjm(_=B=<T3Rah
zwbM?kQ{}Sin~_eM)9EazEJ!2ETD-<WvdV&i4LX%J>QGWbeiHVR+sdl`(p59sjvoC7
z;FnQA)e~;Ep-P7umdag9mfETi7K*YnL(<yPQp%E3>l`nFmS|aB1UTB#+u_oj#oWaz
zD^LPJa3{OX5R`&}B?J|<?Rc>sGtYUTBqe((L=@=<T2_#9l^~DbC-0=;t(0&obHr~t
zl7Ti05{42SOq1qdp&d&*D|IbcRICCwL~wroC4V@sIJ05Nas@?EWImwZn;GO5+**=I
z^AJMN<BcE{sbM)TX$40}0;GApK!(zvn^dT-Qw{2UO+7FnrwH>M1?0BcU3Dr0DnNO%
z;Zm}!ka+Ni>dz74Ii7H>vgTyvA$h?m2_OI@qzC{)b7%&*?5JrFgaSrWVG2naK_H0J
zVKzH}F<qS9@dZeQ%<F#Bu2Vl~Cbb4#d)R8LejEvuNb-G+$Ao}_mz22*Aq|`|q_pRl
z;!;^knahs5Hk($f%&6Kmh>$BSTgj!<pt&lL`xJU}jz~&rp}%J^V^3#7m!S-<Q)R=S
zEqb_adCPBI+|uXuQbn^>w_?2ymmk@B3$?jwVW<!wRZ($Orbmj~N=o%D5h-xv6(Auk
zxTU<>Nb?MNiz%A@KHG-fW^-oWqSN2Js?@nMR+_Y^jHxUxa+!JeBf)KMCBG$y8$#G#
zJjChM$LN2u&I3omdmX}4OG;_p;uK9+)vZbWv#&aaoMkIqB}oMi0NZc^Qh>F1lvJ-6
z?LBkVd|Io#USv|d<vT6@;#)(DLW)F?Odu(0nI%d{000uOw-`(ZD3y6uyt1xi$4v%>
z8l(Ny+EqSuiAoaHE@KaSWN3lL2y!t>eC<I_EP@N6e8m-sk?C~*0A!UigGhuaG^x(E
z?7!M{*QGlxbywl7Qi5J_Lqs=Yc}QV?YLb+z1}WW~+N@rYTc}l|#<gvGMvHFI?W8pP
z)@qejA|b?8oQM~z+1WWrM25oDpp7oL4?|8<^M>Yx^k*tjsS2JT$o-u@Oi0w(sECHj
z-gy;Q3Z&E@F;c^Y5)g+}LDEzb2Ofk*PzeC7X-ZTD#&S|t002rtLK}qIQ37)+IpU<|
z$_ao;Njk(@_A{AEQOznK>LU_T%BAx5-JdqCArH~+I=hk>k0qBTKTD-t%Se|g_%%uH
zrwqL6Bg#UMpq9W=5*l$KJXj5b<CC8JkW~heI$bxJG*BV?b5)trAxni4Ly^{}<JVNG
zgT%#U^p@kvW@21Rhyb?O3QZ-^d9Is=<fuh%hi%m<(5^~k@P?n6G5U&}Q|+zR<VZtt
zAw1gh^M%f?m83XO5s8s)-*jv4qYW~xWZG^<s7YnS$C%tRRQ7o1%#6f|9%D^1`);-Y
zZAjJ-*=UUzI2?Pk+z+%A%cA3aHkXN0!hkQf3+%Y58R_a0QuRBfDUh~YY=slzi5R^>
zT~$b+x>uIMq)JnE)&^Nih&~q+Dk2sR(0O`V@cs6O@>`rwF+z)T!=hcOh}4Nz-DX2A
zNo*~`%DtLuT=prc^M;hAr;`2@+SeHcX&hLEy?h~RW>g8jTZsWlafeie07xTB(x6CC
z-x(PjV2p9$k}|Eke&D~&EtlfYn1KeNGOr-ajNB#+Z!QHYtx9Pw2d6lpA;zSrf?Enb
zhZDn*zBBpd$%r(@YIB;c+kVjrE>f-;lBF&LcO#)_iBFs6y&@2KwIkV6A@xSe3Y%=@
zZI1!%7qHsuClz1Vo-pbZ$u2d*_><}mAfqV)lZiG2D>a)%OKAedb#pP+(sr4L(i!4Z
z;U!4`zRE#pf^FWgNgx0vMY6JQ2pjtzrSl<*jCSE%&|_93X#>u}5izh%H3cLjDL`$M
zmX(Z>vT?zawsjW1(&XB8Hr-Z|rBdf8B0@U*s8In&eSun3f<NuL4k=fWpJ<;b`HGm-
z`o&?ZHoQwMIRfC97CQ=%=a!JuH4^G$>Qjy(w%e2<JhhONHoWJHAGa^4lSFxNXCUfI
z7R$^&GC=^PZMxdJ5$^>gf<ee6_28<zO~j~QPX_jt*~cp!K*);9w3<#X(`bZ;DLA`G
zSgmO~fcdRuNB4k|G)E3;X#7tJst5`*m7*P`R);H$8?;E9H{GZ}nXtowS+$>v;^Wld
zIT?Kin%>I;aHKhcmjS>4f}!ctXno>Ck(`*hEL)1>=5474tpbHgl`P7S7&mYQ0FfF6
zCR-XMxjKB)8YMm+w;Po;=<RtcD*(@$M=}>7feN_9dfXxcPo9*CC`rcYcTSZn(5)e7
zbLNcj)83R0Tl0GTq1cogsK=XNy+h`G*Jn(KuVb8*uCE%(gEpw+iH^Z$y#aR%FbI_F
zhbZtQsZ6ktUbR8lsv4@6xW8jNK<;)3d2~)ZI9DEJw5cPyVZ<x&waRrxEFny}CC3mH
zz>+Z<>mO|<pNLWbl|p;ur|}f3(5XvF1!&0yc~+8<l#KIyQ53(kHtcoYRm^Iq1XJTx
zAWgWb^|y=FD@u=0m?||IN+!1z$kzj~7|~B|NooQWC8WNH$&R9wU4?SYsa0t(<43&e
z6qqro?8T2vr%>%lw686cAq=7P*C^GQ^0YLBvbFxxXt)ZN18P>z)XGw#I;Q5ZhLq9L
zzc8UG-xvvZQA(1aax{_@4tL=<U7t>d#)xr*eJERwDGR__ibmz6lF|stA#EWVltEHX
zGHY?}&~fh3Ql*a3@d`la4Rvg_OHsp%bxKp~LLCWFY1Y*1DL@ME3o1}Z?;Tr(Ayz3^
zrlnSD78HQ-&bJ$MDY-}mGnrBWlb0wUW-yR53_zQrnAN3Tj~4i}>`7GlvXKsr%o}ps
zg-T0x8IK{j)XSof{{XeQMU_yHw6jgCK&Z{7R3<5?k{F{)lL9ol;PJ$`siRV7M4H4m
zsP{YtMU=SAzT|mohf?zWjS3kqp=F|^v{U=NMMFXqMWl0vd>W0rUx8LaUxiYGDh!5q
zNLx~xQ%eX^Ftn`+R;HY6rPiH77TVI{K@^GOZntpJ`Af^iDk!YhUb-o3uD-M^;->Ar
zQZLA5fZ0|=mYQiTl7`Q`RDIwFE$roVC)!tL9BnPK@@wiFSS4e=FHux7$9C9J4XI$Q
zZ>0%KNy^qxlIa-Q;z85Ec#4*#sUn;JB68(g6rxIwf&c{EW*UUzIxgg*FqxGrwU`nr
zF27BX+YPeol$T$cSxrtekX#`xyz{v#Oj6QPworwHC^Mx$O6I!l*)<C;vM816HOc19
zdWfjcGV5_8%JNqoho^vBsW=&e@?)fEc`l{ElBA_eY!geHa;Y^+r9r5%UybBUgz`d`
z#Yu5cw;g6QGFx-Vb=MFBMGFlLZnoN++3)2aCmrUUW&1kRZi7*-+EF6crp~L#_EswX
z#PRmUvbhNo0eT|P(p+(Eh8;v-XhW=i@xQ$rORp#)rqtt#FoYo`OJ0X6Km?LN+QKYi
zPCSWb0Z~#=kR+)@1p1Od2Vi6wh$NT=XsR-b<rb$%rlG1$wKvLUG@#2h3cO}Yq%}yC
z(u`Nvg&;!)ICaSHywa4VklAy+^>f%)R9F*e_e6BI!d><#RTw3<sZwT#iX%!x=xRb$
z9zw)-8c8c{O*phCC|0Hinq1W7H3F+shg`j>jyk8R4M=G<$gjS|VTno%%14rA!gXvV
zhNHUDUM)yNO*-4jbS1&cpF^i#bVhC~BB5y2VN?|^9=2qrWBzLfJcTM+lH7M`^#GU9
z;#^0ywDT_ci%MiPvBibcRJ1}~rl?{PBs|lIfM5bMBo7eK=ynn@Ogon{b0tzt<skU1
zH5WJK8XE{Wb@_9CuC)p!oaFWzky5HTBC7(v+fgC8Dl^M5mqeb2Loy>cq#>f(LoOX*
zNk}DOLOEG(+}y|KRLf@5xaoE+MQX3MWLFgIdM!N^h8HG7VxX2J`%`K$6wDUKocxDZ
z9RRGTuZ9&gNmLNhY8Oo#`)wwbTB@^R)Z*3Ea#Sr!EkU>yI=v#V8j`vLuEfx}?1^<K
zH2{dA^x(RH^@w-~Zph}3GHeR7w`I1wvbRvI+G5$MILtcSs=PQ=IJ6nlTW~fKnJlg}
zmgL4uikmIz3_Pb6$SZ42p$-KAWC1BkvXh`DNK%rifzsjuj0MM5+EB0nO5qAnn<^j^
zDG&*sn#tLdX8XEhN~lsR6!?|tG<uu#X;V>5nH_Q@##g-SLM&t~H1k1EGUAbiwnFd-
zQbFym^#bm`>9%BvE!!14s<Tg{MV{<cN`TmLqT1Y-Es`X>>~|Ja+Y4c`+himxl@%uI
z>%U{HDYpGeJ+;m&n%B8z)LpGLP*pCSR;M*JTHZu2Ws>S77!AI%lsMdkNJ9lkMga)o
zlX;hH$m9=*Xnd>YePx#G)|GyrB4yi3enS)~@3lRbDiua2IEZqimg9L%E<QA}S}89q
zk9cv{+bBbXf~kWER$u~3<w8u}=`qmmETJPRmXZ~fNkK}Agl13)gCYqRlOo5<5jy<0
z4VTTU-q)}$D(u=V2~_)PxLa+vjl%&64osZgK2k$0zT}rAyA(3|%WZi~g*~lHS{hwg
zzUruJg8fR|M3D`FQA*)Kt5fG_4Etgm1uUvF>IqxSt_freDLz^Pg7W9)O&;pzt^IS;
zX;SCgwYt?sbrBL<OjT*|qR4gXbCQ`FO4w9$<hJ7~*2|4H?vt@8wL-Iu$X5X~%_-T9
zB+#a~rk$5hn}<^*$z=~mb~+Z~(<vkcqug0Sl2j85OISl`a!DWs6Lk_}-ahG)XUvnP
zl${XjqTsBMQyNH(>_=XnXKKYhy+LN*qeL~zJ!Y2ol@4_(q`HL}EV}QV9-T5%O(IxI
zqdb%WF;2EZgXuv~TdPl1l+9X`Qk<10-<b(dwI*DprPd#MFm2-zljOrGny>o9Ev@IW
z^D1^YE7p~|6?&~bt46VHRIV72S!w2~G(!$}d5JX9AP+5?iUW?SL=^-gOjRc-j<(%H
zY^}A0HkE0Xq_~l(6hyHxy4qvKs?t`|wNy)7cXcXKgN{aVnFtCEIJBstX(@FJ^AeSt
z1W1XVM&S5>JDV8<Dm*rrl5p7pKuj3Y*CT1r$b%>H!d{n9Rnu8YSd~|G+AT1&Yq9;2
znrLvKsSbp#mQ6vGAgS3=TtZ&M!6|q+gkegl6;^7nU{@;)QYz4v><Fu)n5G3%l~8OJ
z6#EXYIvkAiXDRbrQ_U#?IdrH339B`?=+8rLA1?gLBMOg8i0nYPt;m?5(@0Cu6s0yK
zG?ghXFWQ51<1H#Bw-S|t+v@hB)MZ<c?)p_O6nH*uIT0c$$hCNkZl<DyI8bGV4je*4
zr0F>Y4V49O*Z`$d%qcUJ8;LWqyjsO7AyaH9B+OWVA^{-iK#d?rq0&59be%%2c(5zg
zp&DfR8UsZP#4=y@2NL9BA8psOE}ru$PNv*(ZZM>WBRW!&gqF#vQg2FQmdiCt8x-`l
zCFdD%E|nr#Q-|2yg&}&QxiTUh!;uT>T$WM&-GW9G)6=WdovX(}YOASRZd0Tw6gkS0
zm8q7TQdyr)SVMtHjexh<LOLbSGgE2`Z<E41W_&o--4bJx91<sp9?;v+*m){kdete2
z%4y~vN)nY!h7_ij5Vu=G6os#aCI^TW11BgDpm&*(YpQjUOpg&jWB^8^)<h&o(k<a2
z4;H|Pl6s#fr_yCZr@2{FW|Gp8<fW!+w3iF(D++}3s>3Lj%8OE9si20IqNN}br7h2-
zUB=Un)dHPKOcyE4yA`^l^wiU&U?XJ8hZR6fVXZ|a#t3`a$Z@6W0U<DoHR)ZVl|pWA
z6DbV2E-MPEMv%l*psB>A#~GHw*2<FEP(zMHQNq9}^Ace)II7#w{{Uqc+nWLPCQNFo
zMD}%|3QE1HfP__Pfnh329rBeGB<NO_$#?*e4f6{V&IlK=wx+@ik}`|oph<z@1P~6x
zOKBH@bD#vCcsQcOi6Sjl@f60ZlOr&vWx%7%QeSD{Fp9KBV`zM^0tRI!JNguo%+}JR
z2M9}oWQ&f6MXS*zLS-`BQ&q}5xW#U)GSFKyBeu1`4n3V7dSk39Sa2A@dN^#Y8r6E-
zGu@e6q`;-JsV>py(Ga;3;z^g5-$5q}Tva%9Oo;1_D^L!kHsTPns{YZ}9<=4q9jK;S
z>hlpPiH}i`$FR(7pCVdIM<_#@!i>l=RHX%}#U!O+(&7R{BoY8YLSRTyAStu^rcy}~
z28anG!<7>=2ltAz9c|$ON63$OT1mBtE(=%MlLjrn60(b$k1<Rxpkl^;45|~UU~5X-
z1ir&*Bg+O%SuG@mA?2w74<IC1R?CW?8aqpX@q;tjiqMytkoZ;><E<$PWk9JxN?R+^
zQt5G^os+|C?J4*(V@z?}SJep$l{%c-CXk?=3R>D_#7KFklc}{VH1dX0SL6_vI4y-R
z*Ik+|luc&61#6D=I&b%OrC}s{Z9FZ^A@YUcX-IPosI=~;%5aKIlLN#;vk`Sbgyv0!
zli>o=CQrIf9+hPY2TMf6O_dtNnb1JBh2sa*s=1=73pLmkLWX4^RN})!j475JkP+qu
zKCqWsSyGZec!Y$h3Tw<MQ+!HJM{~}P%Dc^&l)9q{v+L5@W~EN9L0uxQnC_Ag@NhU`
z&6Q1cN?T8aBhHGaTFMsYghk2?IwiV?p<Rlb0=HRZ)|im&rK*@3cPVj+DFx=29oz=W
z%VjL%UZkx_Dd^M~RCLEgX>q@1E#-SGYSCt7W*<6n6%V@|OO6(yn69-UEW3;;I!PQ%
z(~4!pIFOZPFm)(cQAkrt7nH(mec(w6DJ3MLhGdw`gJO~(DKI1~5@vM-1C*o!pg=gj
z$W!50sua0#o<yp2`4HC2tS?({#(hnx4l?Q#Prlmnl_5g}>~c6r^JkXMR_b!-&%vSH
zmi&|<ZPBlqR64*y9YI5hY1y&l07Ho=N{SkFC;<7&I8cEe5jn8b%Z2_~S1Yoq>>>5L
zKz$CNMu9oUO2su26EWnm5=Z;UM4=6}DNALwVdNneg9eP^<RR70c3Y2ZU6Clsb;Tf^
z9`e?sog}D`5->*C#(cNizh^1<hhg3AO$!YUFTot9u4=Wm!fTO2r&CW=N@@@Tp$r;<
zRpC-Xd!F&IJHl1gb_<F*OUF^e-gSS4t_r7hlC=hl<poSTkdU0qDGf;m%TiPhTSDf1
z3i95z@OS-ya_tVUQq=o$rN(1WR^>3`R2q%dSkdH!>BdGll)R(xac$V8sZ{G)$h1_`
zo?^eVlz2#}xSa(lL8+oDBoKE2PDpdEF}XZQDiLxc$z@>mPWc<9U?iWShh4V8$-q23
zG{?2Jl;=4~N%*M;@Z4{oQ}N^Ajwjm=(pNSqs`%FwsHO=6xPOS(KGdWVkXw48*2o$V
zQbnU{ds*SsEGcd^NlM$E@o@|?l^KFOX+liLBQw?~owIGzt=MT|1Ypt7oo^_WzT%QM
z)Zxh^Irl)*l1Kw_#2@iXY_(42i#H2x=@(4`ocff205Yk%>9RXytgyr)t<FNm`|)5+
zFJPbWrz3xkPJS6V$HVfA-Yn?mZJTY}45Kelt54J2aBQI#tsBiwr2t4mWYd}n-x}S=
zRd4No+4qjBi?-CQIO$7VW{RSL*(M3dm)QVF02i5U07oc`<BjcgC*pWTSOdn!N`!Ro
z)RnD7-~RwlIGdRua|SR`U_xdqY&R9<%zP#HTy>__pSo}oohwp6NgxgVP7cF3Z>o3n
zw7`!VAaX49gr-cu=2EmIf{@Zl%2cvHd8n%ZC=6$e<L~2KmdQc{q#F=OOhAmF4I`Wz
zM_hQH;ncqo%nvN2{9qf&JN4fX^OM;eqUB-#0N!(Bb^ie1W}W&Uj}9iI>)Ra%Ps4`q
zlm7tt=y_TH0IKH4{{Zu5o&A504j&d1?k4l$PyM3Nt+WTH!--HK)tsl_Rm_O-AHICC
zwxx8=-$VSk%}VwBhxFrKHb?~T)9do>)2|K!NCQ%BfPz(+=mpKSh`*-imOf;ThvD?}
z{+^tD)URL2e@-z&9kKAvf1m5=#=Hbat;d!hc((9n(P)D^LEd%N_}fywem%ck`1+L`
zfu6l~9-kxl{$sBiak75!;ZyGqJOEF?^xN*(`k+AvzE1cZx^(aQ?Z?eZ_56qQ<EYh>
zoP9rEtaRg+Gn2T<Jx1SC{C2?ZcyUf*N?^_6!Y0}iq}p(aR$^e@Hi5X>)|eLkak^Ev
zP!3ODLO1zmI}^5e*%?SUIRx*p#(R9f9^7*Y1oh6@>5os3$A5^&9l!xV3}YjwPT9xT
zhh7pCAf$mZWC;QzYfk?F3^7ENWxmtWI-gH~16+J1N*D)yfXE)cxZ!7I6-IKeS#X52
zLZnTerKvvXT3aYWLD*_hDgzszjt2<U40@cLd~yyC&p(gz1I=6Nhsr+>e8Il!^#-Z1
zo)PIukm9s!azm(&%L(;diBF}3cGR(`gn~p5*$SC5LQjz?n{vueL22Y{(Il7C7YLQd
zB>~|RI+bNlIgXP+J}NwBb1p|SZr5yhH)W}0TeT{6g;KcftKRFU8TVQnt<@$>Y@$Q9
z><XP-g}N01>ODsd&`|SEp|!loY3(l+RO4;ZoWFU=<0>uQmA;C@ww2jvOt#dIIYKmw
zTXl8QswrCIl&Sc#mY|n{l8I|U3rt$PF6+9zZ7$uK)M&Iy*D!0G(K&5Nn>Mdog&LZY
z^p7xyV!(#V#0HB<Q%+Bwvb6`oQ1Mw@pSY#a`Ic^KbPI}iDJ*Lvn-u0s=G2m6+><Qw
zyH4SS8R~Ua$^-P<vYv|M$P!yktyM7;nMjRMlK9MUr7kH*1f@!moMy@i3e;*q5ium0
zfiOB?5tS(<0yaY7N=iagskBUH76L}3K`e{T?q=4j#^I}8*CpH;PqR~HUK3oGQ8acW
zykfBD@8yVZ1h}=WsPbQqht%Ryr;;_9IYj4;uX)0cMZFx40WLZNk33fy_-?j>luK?#
zOAmllbLHw<(xM77ba2kv&ei#+ZoJ*E$o^K^P-*f^sa5-0P4tSoQ5gynATr%{>aNoy
zCEZAI#+4XI2_9okqjI8QWlT(#X4AzPGig)WlDd6nJF=-$lNH@hQ>w^e=A@!Doh6wj
zJFLoWI+WXux)P!FXRy!heeG-5R}WVM;ZM_cr?FKEEw8e@q!lmlw$i5qwG7ZahY<BD
z9ZRYXFnii`mz48NwDQY`&AVaj&$C^zeKmEAtA}xBm6@(7KwECH3JD29)}R!J3NnQP
zKv~KHl%xWJ`SSk&k@p9P-f7FTd4E`;imQ>_kkq@5sqAr{gG@s$IqXP7QYFuq?D&1E
zbXd!C$!XQ8O}5L5N(-A@s<JsDcvS3Of75xdHloC&zeTBX>2}<DEVwN)({hn2Ex;2n
zRUuCHgcPDvj4l(fr6DNu@J;EQ!sbN^RUYo;{gKJrLaA<6;Z|VWyuOouyHJZNn6$`p
zG8Is`D)iO0Apo;7Bk|9e%GBD6XjvxJdD}&?{B-zuv-$CF(BUrcwjPSB%G`Cg3vJe@
z$!#^dRYXT}G}XX+bSSd?cb%ini!eOP(GpS0`&s_ceYEzcSH)T=rR>*dxTRCo4sc!+
zr<S+S^NM%5;ygw8sjW_B9LQ}Hl&<)D%4HOSH#<AoIt~R*Owe1^l~k;@$|@hok`jca
zyv(%Jp`!^N@o_@%xHhD&TX>MWygc(c7q^D1uJ@o(sns|YI8@8ontaCU%8J`1=yy#L
zBl74qXpTIWW2j*&dKp4h<gX)z4e8=4!{?ORonyo$wQ#d>iA_C4s&a-U4wj`wa5!c|
zthsVbl|DineMQ&__PG&bq34=vI|VwNvQAfcQ}FlBK2*w^I?IV;T~Tf-r51bkg<i6Q
z9dyARL^Q>EqgrH#67fWYEw!X6Ke|##&lL&J4p+O#j%zB0`eI#FNYWzKX#W7T+mOsk
z-5|*;{hd~B1elMZK}@*<qwF&yIJEx$GqL>U{J)=bWl$-~MW$0JxB!BauQ<>icb>Ei
z$$}IhN=|W{fIzy2<Ul)+WbX;<v7TDgYY|5)8Rj?aQvs1NyW#pu>dC5kuX+B+ZTFQK
z$R0<L<p)xUK6jiH6o8HtHfvm|r^%?JnO65RXGRgD{>)X8GM<S|zJ)qxs-lY9>1?)H
zG0b&FQP80Hb+sjJsUa$y%8y;4&8Jd1AItk@M72j;Yns?cFq2lNDTxibuVGyK#-&Vf
zJcO<@=$QsmLvF1|4ZN1zN)|QeScy6d(^Ab<s1lfc%4J!nRT6t_x)$Ubg5tRrdZJ1~
z3lako*pM4pEWXp4R+I!KK|rL%!O1C`Y@lsxh#*+$IBrF#0Ft0Zpt^Hyc}k*9<2RIV
ziD$~|p4GRn`1OuJSGmPu%l(|VwMkb@nnEPJACR39qCG`=OD@GyP!#J^BZZ~ZAx$i#
zkeg+&dHc<479|elxFK`5oKfY;l}Z%;UC)x5@+z*i5?l%LR@GL3%z9Um4s==Wi6!Jn
zcAgnZTU*D9MUBq~BC?Z8<aL8Weo0|%*C@a31ryNAZ-*RQB~-4;jWtE|B(kNy21)`7
z^d$=+Nx0tzHJ)>GlESPx%ez`FCVZF;3u@@Ey)icOE?Ru-{?Dm<8*R#RnLViQ#;D4G
z^K)ZIUZ!+OC@6P$bEKtE2q2{)Nkzz$a1G+{J}_|_kg$`RF!2JM&IJ%)3lK~l^%LT?
z!NWV_51CbNWz}q&Uop8q&wgILOQLg9>bL4V&bz8=Y}D<GEp@tOR*1H)i-D)5Qff`Y
zdSo>QV!q6_Qt@!OG)v2R?Pr)gx3e#X6oew_wkVagw3F_z{Q7$?%!&q13|VS<hZ0mu
zTxg|4kZ}yWdD<Q!`Aag!Z^adFl<J*!@~fQg^4Y#y-B*>w<eAk)+1C8%l|)?fWG0-c
z5od?#!k)_vNkmG59&u%clAgW{FXLb2Ah*=D88$t^SfOckdY$%3PX5`B=^Np)^+H^B
z5^<#wLI%Trm$U5^zM~+Ntt3iF3IQn#0I14JK|umFRNEQV$O>V%1e}V4eCH|Ls1-;m
z5w*QB%bY06q$wjRK~kGh8>L$$sRX2{D=ASyAdQNFJMju++_jo~<uKgW+G(<tH=)(G
zq#TfNQc|SgBquv;anO;()aHDG`ekQzd*A`K;PmWH*g4NocfijOhTw>kQd*KU<d9Bs
zF_G@zWMcqt@X5wUAD|w>IOiYX$zq0&ig5;L(iFDonW}xNbg6kt))@;8=PE*cNdT)T
znS|qv;`DqzwStPON_W&i8Qo>47L=qCkd-Y3KuV5^0A@G2m+zJLonB>PofcI>OU%f9
zv?(sU>e51#0<~*V1ZmaOY;p79@4N3<)FhuKLj}Y%RG@VGiv;_)AaA83RyyS8B%UHg
zh!n+Inp<$CUew4=oa88}BPSic@gpMy;BE#?d9cMz+N@TYTZ{AHp~WQye|>K_fTD78
zPK=xYI%hc?exz^@YMf`Yp3FFfS^Q0Xdv%Sa6$^b!TPSs=L?ud6mIzoYDFDI(h=K_p
zGI1`z(Q%I1Q?j1wmXS@UDU`JVMGH~Pw51^=6v74PF#_@=rs?M;%Q~Uu(`ET8E^K2D
zEk$7as#4ntD#ii$5J=o?rL*YQRrfj@^=GOTRkpCU*DcqbW;t+zzby_aNo<`XQBLF}
zWR3vx*OaeSXE7pU4lEY}z4YXJ*dsYA#+}LAAa9)REdKzOJg|jMiybMBl$517(tt8B
z1`fk<zHmMpbw8Tk*?qfqpN==hD7cqsxT@&u6r)u}D<Awjkf2i9m=5=D0H6#l1t5T|
zq?>&az`G^c{tAk8@a`EzhpF2E6{4BH#1f>8#V-_QKr&K72r(&CgBWd5&Aw;&Oyy58
zYaE%A9*@laVOX&2S|!HXLpA$oRXLl>RXtO+CaJ^<ZDG`*G($0Z(fcy3P-Q_rcbMFV
zp#7u1Eh+Zx7B%B<_>oOspGu4-KSSp-J%uvkM`^jwK~nF?FG+^^Z`u;vwifFvb;PAu
z2__x*<6IV#MzETyLZ(&g_J92Z+?R}U{aQyfIdCF|+(=V^w$(mM_-PAuEJl*+X;+k>
zCHINn0-im&BgyLDFm8@r_(bL%g=NxE{X#XPb#qol%DQ?$LgzUaT}s|W+0LLP>AuF|
z5~XV_$3tK?KQ(yuTB`WHT|qt-lw}JGPyhiM2?sDY0u8{C10I=10%;i;M3pR(7m$!v
zV99~vfCnIKV-FQ0#(#+G#*W2q+vjJ9T0sj^<x*R_>vt5YOn^MY3S^M|UY#adSV9)_
zZOM|$$slW1kT|a&8@@U@cjF4JT8GXaN4X1_l`5?%HBM{tuE3^HZYzxxII*EI?2g^n
zol==^Ca8$9-nm7wZQIRNXU8jAe1}~Q)g7tgYn|M>k6fo%cePf|qudgonJ$G&D0ZD4
z$HS>@5Wi}-QI{XtnRD6W$P$dO(i<+wam1CC6}ik?nz2r%zaPVmr+CSRV^bcxDopcQ
zY?`G-rh?s6xolrisZGzB?@Eyx40w!!;VeaAttc2tAe{!285XI$=#WSN18+SqjRM-j
zL?<x>2@44}5IjmEdCVC)gBVL)HYL8A<h0sMUN9~6h6F}$DRi}0(&vzoD9SV^S58Z2
zM!#ka6)(xt=3!)>6gI7`$_Vk^g?&-E>s77!hEopm=-V$+6H7}7Qp4i4s$aFX@0wk4
zI%A=)FJi4k@VF@)<)gDMxmM+M$w8*bamUp2w#C8w8WJCK&Tcz19}*CV?1iPaOsS7L
zTL|-BaeACk*16XvnM<X`o5{XiTn<Bo++|9Xo@vFLw?Z32rq1>os*_Jtxo6&SF%n|x
zDh;sPWwF8qCS>Is#zIqgfB*zq@$i#;ArAiln9qm8;!;2n%z#GMxwX#DcQ5&GOp|p)
zzPU24Xj*aYnNVa=>Q{woj{@qATwuKHiE)=eEXPDv(5T5^l=-Sxw58v3MrU=w_JG_j
zSu5nni0f9d&lhc|^(Jj=z57Cqd0a5txt@<Qp&q+fx+|>GtBz5gg$7-%`%d1g8Y|99
z47%H845gUxkKlX9*Nn)Q6CNA9KHil$)L5?8>UAkWR;8^GsS+Pc5UKTxo@7R)x?Bp6
z3K5kqYMEsv=bRwArc0XC?tA!gueD(F@4^MMZ(a0vRZN{K{)fzj&a2Lh`rCcUlW4c=
z6j$Y`dXVFE&u3{P9#bhBlf#}$l9L|kK_Ht!BKOjEkRY3kG^Na^!lQ5{PK1$gY)J+!
z5;dC%1mk#|w(#?N#GNwUre9Vobm+|oQOsJrcB{3jtfyXZs+CToPLRj!$Z?xxE<EB;
z>yo4tp`<d_?Ccv~lr$TPqaOOA^KPp_YC6AVzhIhLWW6`fZywt1#`+M5LOFL&lG2}3
z#k`cDD3GyjJHFs~RS0p74OJO0$wU}}dvy3d((0W=2o1@0T*DF|U$aI`nGz&<EucL6
z%hckXSvM`~W>MnPD!hp0mBQ2(e5KsgsJzis=|m~Qm+B8gxT&<p<S8pkbg>FMMJ=ZZ
zJC!*wr5!B<_!X8+NPq}|co=C~#DY`^w1+a2BpJ+9nby%D>1e_RuSDe4VoV14eQI-d
zn;nKFuDLIm6KU=($2CS2<Wm^7jsOW07dh!~B?&%48EEQS!=rHXa<nE`bgSC%=Os$S
zx8<T>jcL?ds8*oLr^9ioVWlqRe8YgGJm77|H7g8-d2KDt3qduTa@QcnA`Da_eMUTn
zX2zx}OHDi`IO5!h(<oBbsBMP?W>|Q<OD&-<7hTrkocnSIGi&oHG>E*W<ZPDK)x$W|
z@2j@|0JRpHbq1GExT;cW(pbGM*bcuQlTMgpQ>aj0snpzzm^8|K>F%=2pdnYaq#pvJ
zU~G_LFC>x%vvGtv0V-CLEAc@h;Hg7+gSgrW!+Fhb6xV$|j@vxFzr0UTC9Xr!>PzNb
z%|cy1MIrd^Hi&UzQlfiG<vgN1^*bd|gm#@tX=`v4T7TJ{QKZ!TI)`b(rrf7)YNVRe
zbsDPbiCt-Bxbr4ME;7>K#i$5vPB1d+W5|&9mzI?S$DSL`y(;IeRaChtsWjBrn}<0m
zoKfuRkhP#e{ian^Zk44ZQ)1MX?AY;qu_bDhx753j`zX1KM`kVi%E>hpH(z>t*KI14
z;#QSANeok>&5;>ee4>_SJNwqP>qnX#)1;Hc)axDWkpV&kctBAC3_;cnt$pG_WosZ&
zsW&P@lCn&wi;KxKAQA`UF@0eupUX(=$S%<C2O0kWh=|kK*RdlZK5~<c9CREv%1#eW
zkJNDCSf}=dw|&vqlA%gstim!u4pZOO;*thVN_?<D>IfTffl$sfoMd$Eoa3);#}}I<
z7XXibKpMdaQ5&6edSeCqrIiAFO@tnbLW%*1<Pv5?ZF~Y#WjVme&U)h?JPpU=o~Mpv
z07=;FNd$cQdS@Po;lRQ$ar{Te>*>cbfO>6@p7{Fz09^IoiBynu03E>4>CW5FS;cb_
z5~;WEbC}e8rhLyX2R(uQ9e2*-{PKNx_)-qzt~>4z<DZ8A0O!W#C#K^k;&YEp#@`W)
z@r4W9;n(Ag`e*77Uxy9Itz+goXeLgh3R07y0yTrRhdo8)j(S@9fuw$aBezcb{{WYM
zFaSL}kb2-}e#0GoPBZZ1eG1zn(>Nos&fEU5INwOd$sqck=W(9?pTiwT4h^X4LVVAc
z!(9#RMivm5m?lN!m=?TTX)p+%EO8lEP(U4y`T68@{(mkd?}E&ZY1htn{=ijsJ7X6e
zs(W?VAD-FB;v$sk9litfF~qs>SV-obc{s@y4Oay3kNe`afa&n-pNYZZ8ibTIyT~FW
zXl^88<r$imGLWEF0FGb@20($oJ<O39v_^(Pfa*v%^Z={AdSe*Rs2?6XAu7~1_3l5f
z92+GiSjKt+Msd2gz&ma0`DYvoNmc>RU#D~F{W#0GvD^c_^p7wj>m2dYBmzX3i(c^&
zpqbccV)x$yTM8Rvruz^xzkkSne*!tY;{!W-em%W2z(lC1fxi2blaA+aPebs>P6f80
zF^;_m@2~{={{T(SH{rOI00RL;+mwGu@&ivS2tikHayQNnFfrGGDFlszy7vcfha3Uu
zdUQW8pTpOIDNzG#Z}a@RemoeL9|#~EgO8Eoq<+$#RsPntquubL>Ux{0PpvJIe3c}H
zAAkc%IoM;l+}o0r4nP^t>!%EdKJ2*Hzb@_?JMDR^dY>oD1tC~kTV6VY>VCWYII&E;
zk09($Rez;K53Ff?R;UF@Ba|sN2SYP(c@YN3mOPg-@`H&gN{+<}&PM4vNh5yg&U@#e
z;i~5yzTIZrnTCsw2A6^pk^m)1JLhnB$?KeSJU+Lz4n?tZRj8{$Y1(y0LrMxAQq!bh
z0tP`&2q0~agM1>c7R>5P?GSLJ?nXEFPDiNglb!u~@zqi&_+-eOih~v)LANm;@5>zB
zOLkI{E}}|Oc9AzGC)8<(1K}Fva?a-^denJqZXL%7#m7SR1R3<lJmdrcwxz~(<mbMC
zF^mCi?aCnmNYtRT5)S8121YVA$Rn=V;*PIbviWb#>IKls%WXieM3U%AN<X@n(1}2t
z0z%`hz;bYMaex5g<!Cj=s!$=zWb0}8?7Z5+$Xjn9DJsuJ5|gpmcRWZ6n5=QM5s}29
zz%s{(AO-k}ZxVxJVsyS58xGR6trptW(YerNP}~AzS&^aW0^N-{CML9`k)cW;CmB~!
zuo%GH5C%b30pEmWlT=(9v0+4^D<F}Bf=aQl?Xdia#!m~1(~5BmMy-j?ka3N%gTDC~
zCt<nmju{uKDWg`>`>R7OHoO(Qw6>IjzrI$r1g8TS)IcPRZ-6IRB`VTH698Uq0Bv9d
z>uG=n7?hNyDLRO?&Cfy7J#V%Wo--}eR<oa++eO8)-<p-B1z5^*HXsp&d`Qj-&f|!A
z;F9uk+~(~z8;=&7t2HW?@aUB(#3j~Bw*ZjiBm=$*wgVuW6XwhGyOWpm)a2-j3xKty
zMpGaa1RWtIN&xFt3U|gf&qKv7*w-_5Uo)w-1kQ?t((V}Umy;o&f`+96uoM-7JhGvU
zL~cfR;!4+Il9kdjINOOx%_1NLgW`Z-reF!{Xc4f=d*|Ct%8-W@0Qf`%FU~;*0k&Be
zIP{xwykCT+X;!7MRH2NF=>P%q)swb9IN}3yaj_n*!{|u`rvjIyI6AOMI}NaU1M=K)
zG9X<vs=Wdn&)QH_)36zFE_+)gE7sB%fWI?I+xQ;iXot=@wAHD{nW(~92U0?0u%os?
z8B2%PQN~Ap+v_yoAr6pFg)0W&9NBd-1YYJNPPnMFrD4WGfnIWe0TK#eMo>xATv+*l
zF+2PeUL_KrrzuOsxS-(u;zB||DIGT>9lki>#k=hf1zsHP`{%@0iCA~V?3X2q{gca9
zZOPROE^Wf@3-BGA3Adt4sL80Ib6KZcFVpFfqdcXhs(?eDObqa`e?g>N)YO`cM7*Vh
zX)>8g){=CcAUF!JaBv4f(Cv$Lsnp=sDGoI)xboSOfvu@2VoY@mYWLf5D?+yz8A-r7
z9eCJshKGt$p^Em)^r8BCl_4%EuJklgrL-IaIuhVXX~Kw5N|ls@2N<cSsNpqX##B<_
zY33A4Qmm;_{hESEQgb81w3VepFa&}uXd9W_;^$9}esx!Qm&(pnP`P7evLVyy_Wd$1
z?CV061*OPhHCE}Wtu0c8a(iru^H)uZ!_SEE)9mh|Fpy+_huYj53gwC~$}<bUDGw?;
zQ>t|4gA|w60$u%+4oH95-dklpT}@9eLYva$M<a!k#O}H7X;uZla<gj)ba=NF9$h}K
z9-S5xM;~THCt$8bS5X~89Yv_l7NbsWwJo3!l_l2F8ZdI;lgj>OQX*3Md2!E&SG46u
zfeyKUN{Xtba;-6-XWMt3X_pZa*qZHC64htPjUBs6OkEKgawF<}wkr0UgK(ZW1$PGF
zOmNDY6thg%37}vKb4J5S0-<jlh5Dr|61BLc)H(`$D=2Z}zri@Gw9l!!w+W`HNqMI#
zUn_JxPmKx9e5UIlBp?&vASnn<=W=hKh>*l)q`cIa<hE4X$68hi3d(h41(T9GZ@4K@
z)+P1N%!+y}`PXeK9Lmz^l=(7Ey-QSY+Owoaj_c@w08W(>GNejU11x()h8s(cAUNo6
z_lL{(FZs)J^6IkvwRN#krOu~3i1OjoP_`t*#tUmuCrhk6f)^f3CD_uM((4X7+LEJS
z4|s;Jz~x<L>9%RfxoU7J?z=~&8A2*+6WKseWp1qCu)<VakWv)pl=&^?$1r#bJ|SJh
zoKjj=P@|P?IGILobSo*0q!JB{`H)O?97lyv@m7+mlob?!q&nJ)7C^pP5Uivhbb@4+
z2sgq9lw98NSK|wrhUVri861J+tp@7}qVna6a91*Jg+r+R=@(^Us+ZoTQx=x-C-z(#
zYNvvxAwJ|k?{C;=iQA^Yq4GbODCWJ}N3i*SQ?_N%YZdB~(w5>W)g-qPdKiHYJJRI1
zsIJIirXe*ZL#`>bw$UpCif{1aH<*0ex~B7U#1-XRwk<j(VY>7#SJ_K)&2HqXGV&a0
z+S~Nk*sK^4*<nn^W^~DuWJpA0`LW@p#@rL)U%`JcJZoIgnz#9dcEhq~z^C05gx+^b
zs*1PRh*JV(BBcg9?nbP}dOD+2Y4fA7XGW;RlFYYVH5E&3&Wh^wEj{Aus+J+9Qc{wl
zq5%zNP(nfh&6FF7i2%eP@ctJ_Rgo05%>bueAgBbP1IDbNsK^jWxg-<fFjM~kXWhv<
zJjhYpd2Obe`HKx@VOpU*rfeq~T0l#Td2-uacTh@H%9~a*oZ2n<T6uN)W6mjSS}PQ_
z6>3s)=eDpyf`?7;t&Vpmt}|7B8M#=;hnutgm`AuL+=#X&y%EaAK`3e2E*CW^5#yyx
z5n(c~avWbZ)iTgZORH8-7A<pCy{+nViY=+cPJptPR1%U~eWQ}Dn<xS{IX$)qj_D|R
zo`_S_B`wr8hMQYqL1DE9&<b+_2Pla%5(c)%58$YM4zQxSbp@@L3Q7vmo@|v6q|VbO
z4BEgzAGhwu=EYB&w(mG>nrxcIEsG9?ZP(}0(d{+MeROHHdV@0jgr!o~PMXbaY{_;o
zaSbLeCAJw-RubQ3s_q*DlJ`4&*}Cp}-M7t(d(=2QxUbZdyJneAYCMTD-lWkc$WxUn
zjLJLnMQ$1xYMj##Fx$+oRW-rIiunHky6Nz03b`w)Xi+WN5-tj`)^xiXodvgqCc<)7
z^+EF0K09dzPCX$A0F?p7KG?j~qjQUzl`4NV?THpoF>IL7WG2RzV=9wwxTylI2Cr?t
z(vn$B$Wtlo)mu^4g6k*VW%AQ}{{U%eDX4grHB(P3zkReVY^WtjONmNQg&+~B12im<
z2n8fq4Zh7f^+yX^E+GXhtfelblr3rRNy@9t0CLy~zF=-t<;mrTFgYR3+9hMdmE%!|
zW>=@Q^<LPkNPG4o6tyYIj2coM5hha~Y?k8|(u$Qmz<`-p(zMI|Ve{MjKTmZU+j31n
z7h|q5QkrShAPI34wI6xN(p7{45FBA_z6#Q>c0XVI_q8qhVqnIbN}E)Q!kUi_r<i?l
zoOQgTNF=FGDX<)I=P<)40Jt4<L}eQIZ}7*=Zy1y9`m1!x^#;%Vts*5>qZv&XuBvQi
z+?6R7Y*~sz-f^Im$D3Ak2r#qlF3WRCLV33yNF_@%ok~$U617C^P3;==7dYvX0GQ+i
zNgxEql3^fBoh{D|^{H!fKg6BcB8_RcqMsQ_cI3M1N^zTV)`IcUWK?GWP~?S$0U84Z
za^<)Z+YJxAE%TTD9js3Y*4-NC4^{7rrb?;whUvBG5!<&a)ydP)+Aiva78^ocH89~g
zV?d*c-q$&lAl1CAf};DX^07QT$)a*Iku-?Z*%YttS0#0~qtq#s>0Z+Sy+A_0<-EIj
zXhM@-xThhsxl+9=4oh4`DN!xRko11hQsbO8)vA%os0)2gJuc;>NRVAwTHW%2eaBX%
zD6Pj9p{+_<l%jG;B<GHkfp&FO%Wdu|+M1`#g*Ql`LfuIzyV@-&A_zdrNG3qk^E_*h
zqMf3O7Xfe~L2srM5K@^1vSm4vU==|E3||r-#J%q`{gkvNt*<-S8qykNwh<c*Cqr>q
zWhibtXbaHN8f^$b0VxBD=J1ytb#8Uir725NS(v#8Ad)<!oE)D*t+vVhxO%)%-wIu>
z-91uC{nJP(8P$N1j3?oZ(~ie;w+UYf_ASe4-Aq?2P>~%E)BUPClK%jlro_gZksLfy
zkd(N#7v^Y6myINnJNg|}J2cNzw%bT;6O}1KLPAK6?KT1g2m;Blw7?t(3VFwADxQ7i
zIO393nZ-(+Qe-MgFjXo9%$XO~a0|y>$mPS&?p#n1>euX*NU90RSOKgpMM(o26oibA
zym8Q;A8!@cyqZ5Ds8-jsI1uwN(5Ce%3HO^$H6u7y22ML_10Il%niaKO{xPW$ip$8Q
zEU8+Rl!cdDXmun5vW`dR!u!UR(y1<5_WLenDqM7_2~g;Tqpl9yd%pqK9ql%Rju%i$
zL5J3$B4Z<IM2jEZ2Va=QB1*WQ4{1g+u!SfENS9pB6CnQp3UvywHvovlknoFGmuB*Q
z@2EEG(NR7dh<D2>LS8}{Q2|3ZP)>3I>5TQ_zBzjFy8J>^rno%DnyRVQ5((Kas|h&H
zPOKbt9ZutUqe7~SOT(<k4p6Bu3d+txuvr0E-0TK7$A43_D)6kP=kpG)S$703d)iLq
z03B8~>yxA$gOmAj1rt$MMie0b0EnVD2tkX3AQ=z=^BnYQT}oTxk7pTBp6Miw6ta{M
z1ah(Pfo(y#wH|I>E2DDF=xw^BCFq5)+DHTsEC2>K+-!S+)8SOM(w9`bl=_O67cc?_
zRe)Sb8O}~L?oZc=h2l!=^5`NXYYEhXurq<A4Zs<|$QZ!xM}CnPlq1^fO}bL7`Qc}A
zla*)J=jpaHoNrHw6rLc26<DjpM)E)hPb&kzt|s7Z7WiAv!IehyITQ>51~wb?<%y5Y
z+krG5R?(=*d&vEw`)hP=50e$AB)V{MkV+6RulTpePASqXrQFx`LPC_c3T8SIr43(k
zKp=ui17Y$9<(?=10E*kesBojfOUM3=qBxL%Ktf-arL?GEk9;921mqF97zbzr%6R4Z
ztC*~-TdO(fbtzp*>USePqrP*(@fGA@v}q+v(AywF6R-V8o&GX###E}86&FeXP|`E2
zIo=J3y~NxZv9S(NK`AUKf_$Lf2^h&v-G=xeZ;|Rag1$U%cduS}a-){4txm_Gre)Dp
zWeU_1?xaM57LU7)B2tE}#-dZ#iwNb)*?|$qoK}Re!j+r>{tW6M{v+d`tx7RjJk0S+
z%?ruGBtoRr5o}WyaHKZHB>}g>4oLUq7mvH~#=|Erp?N6jnL?w#d%al~@G>UnKnuOt
zHxm&P6ROKad_nhAlMJ#OOx-!%Qb03ck{b&k&bFDHOq)_Thf9jm5K<7*GmL;R0!9Wl
z7y})4_q|UFDDElw9#R5|%EC|x_lk+Y(}C-ZbjHW01eEf&<0Dr=vQj$`G4EjPGn0+~
z06rcLNZK!6yvDVtZMIxY>eN9XX)44v9ZRy7b~;iULc4X_ZMe>)0qT^bi)Kl+^iVT>
zpdG;U#rn6D%LPfbh`5_Zx=xo60XFi*-S}#=g^kI}MwVliW=w*by+bKF*D9hz=gcQ^
zq_$9vz#tBTyo75fP*!obQT)#Szb{^xBY@jcSdST`gf$(em}w(AQrk#M5|9SK05<r1
zHsJM@1Gi0w<@|qLIH|;HJNMmMVhYY(1SAj=IS5Ds<n)XjJ%WbXNdq`f?Gy=utCB>K
z5~FW1GlK>ap{U^CjC4C3@A-B35y7J%;BDB9WB%lK^!4>8B<Fw;$;W;3p5C7ir%#Ut
zC|5)9#yWl<4?+C+!Fj?(_am0jF}%_tDKnrkZ$5mwjBEh}5|g*U{J7OesmIfQ_58N@
z4mT?&Jx70u$pmkY^&cJh;OelGwsZYQUB45yerJkgsxQz8&}eOY>E+1c%OVVF3==+M
z)O~OQO7fgwjq-Ls1JDoG;l}i6DxW>H<M&OiE;?|2>P|vW#YA9?@4v%<avjc5)Z+(y
z@9K8+{dM7eY{3y=2h^Y5O2db5cq2G%JMFm1Bh>A`R<@G007QXvaqkX%uROuTwFIHE
z5JE}NYEF^_^BVlIBY8jo{k%J7mOfZbKx{rk)A?}vq~lKHWRrou+ky4@58yarc}50n
zxf^Dg@c#hMhtqSO$EU>b`8GibI}xx0IrwL8y*C_0{1?<gfE0o)Yau-+?jmte7-U87
z^1c0LEPS+_8OIxfG54|xyAXE#G3&X<P7D+d6rgfO$0Hz-kIU(vzPuK*jljtOlaEaF
z>9+k(*9XvPIRJn_IouPm_@7RvJCBD7M3K@b&fi^x4t+5fPcNQ1xSaelbI=c7*dD)J
zj=11Hf&tFh>GA%bhaJ_Vg$x7eNjU6r^7T16JO)uo&UWs1?UTNJK3%%?;j2uf88H_z
zGcmE#q-afn#Eq&H27r;Fh|*2<oy3luj;aKWznAkL%yG;GD4p~3?b{!YPW)_2JxThL
z{PFqr<B`TkuK3@v>(F)jj{H<QAIwPgxZ4-dZyO(nS@iy3;6gS@8y))o9=m=6em4XH
zNhc>gKhO9Pz+~;6@G=1386PgaGwIyyHXX72F~3vuKg)=w@DAb)_sed8ax<i1;EzIW
zw;>i94zbHi;A2`9l67|*e6gMO@9_Bd9C;@H0F))j8ohSNr1P%crzTa^$(p50_TH8?
zNR?z&7SyQ@p}?I%hP;T=o%hm%9vrQUfdh|PXahSOkN8GLcl>@C`ez$)2E2CNe4pjT
zk7-=|-f9F|1>btnd0j50Scwv4xS#ENH3neDyQ57*k<~zxHIzY>GDB)&oSDAUEk3}B
zDsRNSw)Rttac&d9`&Ze*rS_BA_ZJ<Y;q+OSgz<VMv-n;!!HG@VcZg7u+YXedC28)?
zM7pOD+;%I8(o<E{aIPT&i;l92B|4x8rmG7EhM_@LQ)zu!9Y`RQtQmyC{M`8~Nam-A
zD}?gLlsvS%`G;AnrTH;v*3}YKNHtEWED4R&-et2Ep9UlH9VVwydL2EOYHYhHveTMx
zr@)8UP2vjL<|Tp6KNGiIuVvfTMb}2Vpjb32<g32<s;1wa8m&a5S1K`5Et(1wE;|j>
zWmD_7OqXLa>rAF2kD=JUnE5Blo>cOF-9@R&PF>j?v$s&;d2}lp*`r%D^~hf8kn~zK
zNR3E+SvipKam6HzI8mpE>1_ok7$+mXJ{kW2F`hmT_KW?fduiJSc$Wm=^sV-9gFcFi
z8kSuNspAU@Dq^KCI#A0rjyjykcActqxlZ9Bnw-tFwEHIr>{kikPO(rBYO5P5bq_eA
zrjm0Z#>-9kvj&I(3tH9Q0hve{)`c{cc=`l}_5`WL40<mozt2Cz*NA1}_Tz5R@afLG
zsrdfT^#hgHwLvE%4i+ux;U!5aB#;Qz*<cLmJDKBgQ}97ZBg{w|x}8Zoj+<pC0QK}I
zh!x{%+m%`Ho8lIY962tbCzD*nX^<NMPQIIJqO<_o0sG||Qjw_k+~o1|e`iMyspB*~
zov&>rikg}_g(XKK661AjxXDS(791&AP*4OZzV)>zrE3SSt8v8e`pSlh3r#IZ(rj2(
zX$C}E2nJ>jpb_P3>;UFOyHmz%wk(H4czna;)x`l!EkPzlYKbzDb1<ZmaHY2zHBBi&
z-wRr^ow)YGl>#>)FSZEJZ&QQvJ+sH>_x5JiUb4J<_+Yss?-rqXCfSs*y#PeKC>2Y6
zAnrnw?GvK8<%5N3)sjF5-+O8)8@jE@2RcqZ1Of0JeR%p;`$^ETP3<gKvf6U-p3U%@
z_s9tV)-_YaxLc`FBrh^)xOE|wTqQ{m1Y-lSt~&Q;+DgbKlD4vuGZ~9uF<6sfx~mqM
zGbJak6*lC+)bA{-8eA#HGqG00_UY8^@$1C*u_Xys#XN=TQ$f~A1Y`s_q6Q9ggp~H_
zjB!+VcQ<)^%6H++zV4V*G*s6p(_^~anN<p*fEZliPo~q@l|ER8nNigxOh-~!L#T1}
zHiZ>&EBqjMmauv6MwK?kmr;6#xs%|)daVf4UzI+Nw$V9kL|e;wG2UWCXJeTOVe*i#
zGCNBIA7%c|oLKNh@ctuS%hcQ>jjES`HN+fkXrnwwh$#Yvfl#PvZd6v&rjaQ^l%%@o
zN}_GW_WqCYtUA*QLzPrWReOveq`WEFggml=;!054q050`$l7fjchq|CfSvs^5}xDq
zI1aOvp4dBNfxdg4ea1(xrvgd=CuH^NJO2Rm*vHcY@(!dEu>(IP42=H(;Yb@}{vPAk
zkGe79Sm3ZX7$?(pZJhP@T-g3t-#l<2gMvB?4|Mg;f8kEY`R+RL*rN(bAoK~wdSkyu
zWMjUdalTFtc_{!XSper4#-c{u_W<Lj!#Kd~I6`0(e@LI6409xqae%IeVe|(o2c~w<
z@!LQ)0F&2XNgdB}v%Yulu=s7cN<jnEWNxmXRgLk~`s1%0)RFGv*L<AhZhIAV1E<$w
zc!=82E(9I+zNB70<l$4O^ZWa@HOfX#PDt!jNC0o2ya&q}+t(auNbXNVjnqlT+xviH
zuW~cf*N>`c8P1RZ$j<xc7|GIc(-|1}k;gS83;-}j+Yy}ZbN(MsLC}qkaNJEjdHkdG
z#-yhh)Ir-Fv5mk!=6-vRmmC+r#GP3n<YyzM!ybfV{QDgzVT>K|o&F#8pPqk-z;)yN
zBObkX>DyWBlidFR9s&3K@K0ImuhZ|QHQRr$UzWqC%YL6N_~vu#-#7#l@W3hg{IQ<9
zjmmf5Y<dzq{1kA08=sEb>5oD{&iU1_107FoxB77)8W8}%k*%$AEgbdw;kwwwTPeJm
z(lyh0>CYSw$3B@j8+ZQz2^|O5eC{^lv7O4YN2-zs<dl+n<E}RAo;oOG9GsttSUcoo
z<2e|>2lRL-ZJ&7Kf4oM12d>-X{J3#|kPHnpF}RqYjsP#Qh>b`9WzzcZ0(zc&m8&0k
z9rpLai8$@<509tMrvcTG=sM#$AC{k)>(F-KLa;&ichCGp{uu)whW+}UI4ljxPTy14
zxW+o;Zo}cjK?yT5U<-4$glqNlIBurnK_+H(6Y|?jk}=In7{J_;N8TyNZlG=7bKe{V
zaXCAUStM<hZZn<npRU;7fdwO=Ng3Zc+;6_xx6k#@ZaAqM?Tz{zq-6C2@BH#l;l!S^
z_vA3xk+r;sDE_9?)SMzK)+5!L)XMdzdex{EmemoOluBJ?^90F{9-6k>snOhabtJy@
zNU^o5WgW@B!upXB_{f;+&Mn-ZP>QD7l*gK-mfAwx0iAC+i5ddmXgMF=_EO`jLQ+s<
zve;!LfLj{nlVsiZbjeg(iOL@^sH%?LK+-BQsTHuxF4}cWND&=}E}=?XC{&guw&0yc
znu&;oJuf$|Hx6K^Op2zX&u7e1!)+ya(x)9$F1Q;@xDlQq5ngfS>Ss!wWdWq?<3LHs
zC3XNrTPckMnYOloZzlN5Z2%Q`M3ekeCVc!W5(1!&BWT8tN~KO7T$t!roQUc^dkA$4
zZC~CZxTT}aN*eQ9QDskgf4^@iPQ4_RIZUTW21Hj@6DDgFbvnd=^KZy)rdw@bJ?FNT
zoMooaq%xM$q3@)JRHq4pj8bOgvVEP$3^0&@sP4F$d%|R3hMWNoGKHx}Q*EgWZEFE#
zBoIk5kvX?Q<G#zjZ9&D!aO;aHs#DS2LZQWRB1l`UNi4q6PqCnck*T#LsmVM>BP#R&
zpY<eyb>tLe019VtF(d)ul_CYk#@%C6VFpQ7*Me!(T8dhzt_<cqvQ<Tiah-j&vbfQM
z)aA^CnGKl>4a#a7(o}|0oV<{xmE~$tbhanAJjQK_5vamD5`5TF5Eg1EsW~!22}^=$
zYDn_D@#T3=w7Cr}N!C)c2WoODth*+o=0=RwO}ax7-$Fv<rd38HC^OY9=RNSGyb6Lz
z3MyVfbsBi;<yC<2g!67Hpc4&m#fF8*EHgRx*kSh<p#U%pcZ;rnfh{bQ;3rc6J{e7c
zoh@`E2_VIS(xD^}q9){mD>6w5GDMgJXcmc&GJq{MpFATC#Q29gtu;?VYL+YLT|MZ_
zie@ziTD_K7T;`D=gAyW^(~PUxUrg1xmlE45812B@F&(PRb~7}!GZDrVpD}NxPr2nd
zr&OIyttxTW63A&I16r1~WNB4N5Z+p%sm5G!#uVX<wV_TejX|}nvZ7R4)<P7bkc~<S
zB$JL3^;>S0Q-t+8L{cHV+8bLjUw#SD(vssr4nlT2t(KPB3uOyQK|*xx#OVVsfl2}r
z0R$Tfn;$SV+9#B0D$FG*%nFGL8FL#8kq5#7ksuOeiJ8~-kWrMknlYkBTS1vmJkUgz
z*26C?)TdA^p$|G^5a9|_jV(bsN=XK4P~V#>15Rp@6^OE49$SI1)YZum^t@0SacVH%
zDs8o?Z2*Nj5FKo&4Z&`|RijR%MX4$fl^s#g<MER*3;;n%Euq+tJb<Kt;uR??T1g&i
zNeUbJQz6GoSWEgFDN~HE$x_xqB!(7BP?EB6lO<&-#uTm33PH-Um4bB%DbR0mmQ8?y
zbuuRry1xoi>uL#zB`O!XNhHCIBp3jJpx^87w1puHb+oDF6f_jHq`0J^P82o?1!@hU
zYbj1hLKLDjf<QM;clAHOaEqcfCAw7(P1O!db-HT}C@Nu0w<F9n{{Y$3Uos#+HYfL#
zs!2-KAgjoKQ-QY%kdSD*n2~hMps@5O1Zr&_cnrLP`TeCLxXZ+$E~u0>`!YG!8%~n;
z6s38H#OTh2BxMQ&T%`M?f=Gf0AQ7lmg7|<XxL6AyqcH(V7f4hCAyXs}ebK1Gsp2*m
zImX{Yf0y~=g7<&L^!{7{hL>ryrdgX%cBd*Nbs1F$n?p{^aREzPs%;C<)}xS=B$OdK
zQVx{xLgmD%^mvt9dJ(Ld&QM%!r913N6zaT~K7945)T;@n(`7qQTRH;WF^d4BUz&x^
zR#Y;rAvrS=0Z)xZDJ4lH07$lIuq40+1tcXYP;m+hF#xD25CI|-kue}xnVU_pcJF_o
z{D;Hi-yh3@$2yNq@%sEY9`clsqNdgoGI9t|BXOLhk&ljYKZ<s(Rj1Nmzfq~nVgwk$
zCHXR34Yt@?($WHyqm6Dlv^3fh3Y>9iZ6QliL3?htyCq<d24MscAPFFVbi%2p5G84Z
zm1PD&1d$*D2@|XhNVx0K!I8gmN8{J{a9Z%&2d)q0k57*SRN@v!6qC0?Mt2>@Y=iUL
zegM2u0o->RA5NWpGoB|w1ehR;9cShQZ}juUb%F>4M@S<2Mf`@}Tot-7Ps|_7`k$UY
zS>PL^sr3i)AL+oi3Q0KYo`)y&e;j1@&jB6AJ~%o4BZ-nT5vYh(yMiDa865BHi0vjd
z<?!h|zQBYH{6FtntMT?9{fNWifQ~X!qo|Eo-|mBxxyMb2+ZgzcBn|qU+O<p#{{Xpv
z>`EcWrsqG$u;GP^ke$IAMh~WaetQ9rQb!qlPD81W`APo(y?E$2O#TtxwF>9|04<$4
z^4rL1g9gq=!>)Su>5P%}^v?zjkVe_x1pfdp*ZFW>&;S(zcRB0u8~ivP)&TkAefQY^
z03rOnILgM3Bln5kbV=l=Eu5{=S!w&0w>2~?d`M538Z@_~zWdb&(Xe$e<1*uoGESFd
zDU`YUy?LV=&BI)}s?%%tEmm!2u~BhPOsGzIZ^(JY5U;$lLK{cjZKlFoZ5TsnN<bW5
z$BCX;GtC}T)+tGBIZ~r2Tr`yg<<!Z5)1mY<K?hUN-H?ETs3}1xP{Oh(9`SYCHZ+&k
z+f&mSYC_u&sxz&W>KS)i4g`QgQc6nlrEQQi!|KrMjWC8sfThH`kVL7}u0c^C5|py0
z!T~U!9#NR6sZyk+$BOJzlOZxfTF8jW8WQ4M%wsaGGYN$QWgsL0z5zaj<0royYE@_y
zh;GiP%3>Tw5T&~F>j+2*86g0itwaJ6gas`}0VyQoh>di3iL69n)@c;FWN8UmZ_QKE
zYAR_U=?e*4H0FZy*!jQ_l7%Gg6R*B$UDt1#ij_iIn<Z&M^MEZCsD&YhnM+K^O4Fzx
zC8VgON=lZnH^~Xg6bigR#z0`qixc~{)&cdlFBj7QBuI}D&}c3v-nF!i492#Z;TOk5
z%MZm>3fiE$=k{9glS{OxK?_)NVybl(88T$HGKS<wE+xb^Le$e~R;49D)bVt;3-w-B
zRIB{duqRcZ{?e;YxUXwcJwkletF25>a%}s4Bd<IAKD|zDK74qz^v8!;jN7#7G0cU+
zmlMse+4;yC?a$3voX?+4eVc!mlA+bnP<f&mms<r+Qt6GUX+C6-u$qLlrzME2wdUwD
zm<se=cU-CR%Z@KYX>11DD*phu8kC?i21z^Ytv=}7@9`J6LBYpwl=T=Dl@IXhMtJQ2
zSyeOD4G@ZU>IxJ}R?QG)&{GbywJ_srOQ{)sud$}A_I8~wLrQJ>kHEfCp7k`Y6gh0!
zWh<!fyaoc%sK`bZ6;BWqTFp6%n>E*FM4J)0u%)u{{hnM&QJY&5P|+Z0d6Jc6AS|aE
zx8I0a&F*;D5gMwdzi3qINT<BG3`dJ0=1}X3ZaYq^LrX*QQkM&ejMk+krc~<Cl!R-F
zo*+5%QRKamQKwsw&06Q5aa5_+RV4^h#ykqOQ!!>LGf8n`6)DPrjTMz4Ea8ap$<jt+
zh39v33e%wS%H6BZxTfBecjjEz>qZKsR+8mzw6|&W>5Ua4G#3pmkgNqZq%i&iN)0I|
zr}j<kZMSNNXgK94{^~$>r-f0v3S6yiDu!wt1eG^RPE@uD3VCD{5YkkoV)mo8sci;}
zhd5JGpxP>*01-~5r7BY>Faq8{B)CFhu$UvfFqu~Z;90BIZff-owQpJ$y_X)}HwAK@
z-kXk9WIXLv_zkTFN@cv}nC&G=Y$O#W<mv$eH(a8lUtG%2MKap8>(S|Sss$a1E+x6}
z<3e#vxmEU62<n#XfR(N?lo|^<RGnajfT{Bq?dIJL6pH*hy|ZRJaz$KvH8yhPy4x+j
z>#xh5sgyY(<+P&7Ej9#qP^6{B6p&PNY!{+NdD~!`&7~SVl+mCz@OoQLMv&gM7Gy0C
zEvA;{q`DhafV`*;1pz--OKhbKv=Z7IN>G;20#KB;gf!c1i1!kfP*y}q03?*$`9jvG
z6s0ayNh&1Dij<;UT9?SFPADX4b08Q26GfuVoWm5mq7o(78ZzS12}+d?Jw4etOU<?Z
z;gB_HT7!xy1gFaYq?OsU<;AL{q(q(j7L#uwD|!^x<v8T}nf7T&l^@-4wi!b!UW94G
zVUQJ)Q^S|b$y7O!Yb@2+kx#3B$W&=YryQxM%WdB?+K|J`Qjp?7WlCFRA#E)oS-``C
z%Nh3clve0BLyWa_O7oyoDiM<3vD9HLF8dnajNnV2`thJK=C_b`LV?Y4;ettlm?ma2
z-2{?$NcVKG0z|1N2ocH(f@B25DrGhjB-&3irG^?lT|%|!QY%KwhWoV{F$`*?dWxe4
zJ(hY?8ES&s(6qZQE7}y7lJRk|kQ1cjIu^BB*h5sxeNJTg5-3Ubm{iJ}%8yQt<Ts1@
zo2WFLt>CXUvdn_7a1hv1bfkBFhZfVT$hK<LI26<(sKmIbi4B*d$U}`O;F-@lhg@t2
z)`m(#08)uj8aClaROQ8!F3@K2pgO4aNL3kWtkTmH+M`Wnq$N$T^mzIkNmrJ<%xr>@
zrAccWaU7Czg-&8f2gDRek~0q%i6{_sh!JVSl7f*b)C=>FL=Z19r5iyz!fk=kZHhhJ
zTexlJ>(b!3@sC_ZB@snA6JLD_s4|HUI=Ib9)Z^u*iWJl7XG)t&+sNT-C2ra>n4NP|
zDDa@og7}oQOOaGkD|Bcn_5mrSHXe?L8!G+bLeiz3WaKC-DHP|;zT~RoX;f)wW}=y{
z6)p@YaHBGcd|34WQ7RkZLAdO;@H)bVzb!}ug9^h<)ElHzgqPn-vR!g36(q9SCdUzy
z!;&RPSy7PU8gwTr(xtQ`EqMzB8N#ALPMXOEGMhom1c4jEfF^EaZhTg_hzDDc0n<=4
zzMv5rVXvV|jeFFtD(wz45$+1y7aWe$ssfs~<Fcg9Z6ykANN6X^Qw2?GL(S+>O2T-U
z+@A4O&p!{;X%VfvmCEB3sZnK2wXTO})F{m`^5U}eT5^`9N~OeFb*d|oB}Zi|P%4i8
z0#_SV${KnnraW1m^UTX<QXiKFJ2KSfUM{UDOm-R>!q5mq!DNLD47)btw^Ufw3Ua6t
zAE#C!#I`9lkg8%BsKp1*WQjA}@}A4u*lBw8tRXr9DZtF)oF|6ynsrfeS{h3FMU$DT
zwp(-pLP1(W!BQMZG8}D5S_lOvMPl_eO+_-h%4c0=Z~-l>fIuLGs9h>d<&>-x-ts}k
z-gtcbP&sXWw@;;W3N)@)-3~I5COv8N$+wJxRFsJK6K%4?EyxI4k(E(q0CfWhTZ#m5
zDnE;ge<t};e)HzPHXAobJ~@YT)@_%nE;9NcS@!dYwk*cmj2~>sZY8BjrBqB}>k-XT
zuOZhQ0oOyGd9E8q>!ehKS<vdpr#m&Ol$b59D`HhQFE=6@CbIEMuf=;ys6%TwLf<W9
zg(-b&w;ib#qs!V~GoZ_?Sd>~##@jZ-^6OO^Ee^L^raavSrBH!Is?p}prn69uPMJ}M
zOQ_RjO^Cw7ZaPpHd&*w+FTiLkMSl%@h^L1k=Ibl?D{)liWj!Nrz5U-p>#It_YN~$>
zwW6VK5-HM_+)9*2H&NO*-epX@(<!J@LoC%5WN9jOXbXAt1ehs8R05DvnJUbH4B_qZ
z5#wIF&pWcIR!2B*7?haGVjUI~`SpWDD?(IWaVn<7gF=Rqw!v4jQ~ZWjw6?d7Jms9g
z@w3cd4&08Tb5<ujWYn%1H$*!E-Q|r!vHhl`PPMK2YU_7B*IT5%;ac3SRVvV^cI>!v
znwVIPP%D-b6)iB#+};j(aeP_uxtHPVn{-t%TDWB}n+oli-7;mn8f9{28j%5VM7oV$
zG{>hsY*U~`smGBbYqw21&YXr}PMW9-%}ZAGvmng0Z~7HNnwUe|*@aMV5nFnzPi90q
zjWzW7&{g|J8sWZ~kd{*}I+=0BxDb+`PvJE^k>m8v@V4nG7TZ1bEBqsfQ6`$IoVWWY
z8giDUw6FGV6w9p@HWX2n(2|VY{Zl+jjl{lOaV2FACZ&fnw&r4$1trGJLX%>L43U~s
zsmH1ASa_zD;+w;xJnXRS<5H<WtN#FHD|UpMyEK?F?{+<rav&<VEtv>KJX7T+;BC)l
zmn_qnR8bN6fV8($l6<VWE~wSJpPMo5s>GMj(4|{cxB_*rZYCNZb;hGktj81URcBPT
z#M;}?>5LRK!w@MjLS(L7Ci^!z8G6|qfu}BHTD2P0zGczwx)l~;mJ<q`-MdVsroQ||
zX(Fw0qB`cuD{TrXECc|+LXGX&9Nwc?_G>hDY+E{~5`jpPme)R-RW@6Z*?ITgn<Y-E
zPQ4}2wYs8&q$y`gQZSA_8|?=S?5jP#<D4sl@sx0W3qxL8rQ+p^o+VP{NLxYbN<}c>
zaf&t^Q;j022vtLfU?ta`Lzz?Sbk#gXt_Mcr^xufCd62hh(6q9a&{H{_&XN@J#1eu+
zQJcb)l;6NzM(XAoYPH9r-4#fvn_Z|>*Bytn$3&NAJosB}loTYOuS!Bjl%ps~DA?M!
z*=auP<_9x5r3R*nH5qX^J#<5hUQ@3jmt;8_l({IBTq#SE%$k>!6CDAzno3*<2}>(3
zdOp~13pHZ7HSe=i!u;vd336<PDfGzU_td<+@JO^B@`H=iy#;QmB%G~4WZ6I2<Kk1o
z{{V?)*RF0@cxdIvhwF-wa$R%^#TL+(=k|WTPhGibRZULdb{#sODkBpfkho#E6z7zP
z^v9Oj*QLHcM|e{LnzDgTfE#VbfGAseiOH2I0OnCDoUvmhN`W(v4tZ;Jr@{i(r6ELu
zl@OGIl@&;^APa4&A~E^%_<`iVF`B<Fxr$=pF%4p>=q@)kEF(m@3sOM=#2lwWf<ZXd
zzL1gyy?vOGCcyCW;}sDh=`G)PLn?AmDq9XY0@!twA#P>BRN9?F!bm<?Kw3e-9`N~#
z%g?gP<A){{dY{Wxxhc1jVhRjqWj+?zE~x?PV{aWvbQL<HKwF3fTFOThlj3)i-Um4$
zKbI2uX3fb%<<<3A<`sTl`#Gc2>UpYC1+zv{qc?C)pi|PPQsbz2#E~g6+-XT#1KCLQ
z{@Zcx&vt`?A^so2s;FyOa+w|L&7`*S5eQm)#3+EPg^`v75g?I_+BPc~f4itD9ulme
zkW*k%NLo{Au(r1b!xddf<c%A|kBwgmR@HjFb5eO?#9n04d7E_EH5X~mTCh;px3>Li
z;$;p*x8TZo;St$0-DMgZl9eoDBh=4^&jvmoc?V3FR^<)pQ|9~%ZNVO-nU%}BnSMWP
zOH4PIQmC^chm!(xs4<*<WoeMMqBN8#rqs1B%RLXr?YGIBH^h&GYY|eZ_Rl<L^KQ3E
zxi6|krTwOvZrnuBo~2Bbw;N1HpSEd|n}ZISIrK%TI9-aVPsk}%pM8-2Df~ZpUgVE6
zX`K7!zb|<(-NAfQ=hE4~Zwh6)?LiIDVlb+VXmyH*wfQp?`Wh~>UWlh7Ipw%Kw*q{-
zgRxHU5DqA`wKmg=Sy>4wl!Ps#n<$j#%$0%&Rl$)sy<Y80biL3HAu4e`5D7_zCLB&t
z{!o)52oPjOJpf(&;i%E+$Yzs1pyS9A7%K8(`Q=TeN=n0$l!deABqgM*<4VXU8dOJ>
zue7F}HNI}q<<KG`r0vfNp;)-3RHuH{MLKNSyRT1SF3(U);l`Kdi08`<hFwf`r6sma
z-Br9`cv<la8odjUT=M02HLA2|h?Q20VBNHPj%7Xz%S?35l*KYr&N9lMa5P?8QZ=}g
zsD%-V6#GDH6j^on@LV%LX;UfDlCsOFD^z4S?L{v~ij^VnYd(66g{f|$TOcx^oe4a2
z9BYQ~`fdy>8E-r8)iTp=DS7e_5}ggG0tK5XRD!A0+A)<yRao^}nQ>j(64KP55>OOn
zAtgYYk(xl5f^B)kPMu``0AcG?`ir!-=0~b2k8g`?c~I7-r4m%N$7xGJj+K<Yw5Ya(
zEqahy-#JcA7A0D=;-bN>+frw$6Ev8`X5+VIDSpoUl*0>dP|@ZEtRZD8N13E3l(>YH
zd%gRC6#6X=O;V2<I}zcxTbSG4dr~x&#da^9sZ0kFOHRa6)g8oOw(@e2mtLQ2H7c(H
z;HEgaJj9I1i6)^C3Va&pv!po6YS7#b2OX3PZM`9f5T{eD=u3^Pjv7)7s0asZkO%-;
zM*BqG$DZ;MR*?o&Ks=<_lOk_<n~PkH%B`z1+^O9YC{?D>Orgn;?9fDzWFgfdOH`QX
zlG<7fynM3aR^Fx`NJGg`Q6$10nOT)}Pl-x{`$?)yG)bk^C~Q(`bL2-sAybPjw5A>@
zNYODahg)+b=~GI}VXHM7z1MWHF0E@+?FzIA>S|m_u^v#BF`X^C`);8nrw{{bS!lMW
zUIo-BEegn4D%6bvxfY=rGw2nVkQFv8pW2fk!FnvgrRfmeN>IuRWhFAHbp}f$0vUC@
zhRUVE0!^+wCpN<>hOq+rg9A-)ibAB=$ROMhbP_ZM0XmKTI7UB5o$Pa|w>34k)VEah
zCF(^kba~CV3~4W-E6&D}gpdlo-A%13OK2%61&OcH?ds(^WvNzbEjsNt2zANJmiz2Z
z@-(>}<T(2(X@xk_!V>dpXl`3{sRuks3e~Asza3nt6|}!TnHpSKO{L|=W~AFmDS4Rk
zSW=pO;L_6iS~`l7f@8b}P^O|!E+9EUj`hl0T&i66snZ#8Znad1)8LpB*C7S5C8Z@G
zGWtnyf?9Q*WFv)2f`Qlop9v5^%$QJ+E<|ZE4a@<E&4}imFR02UK{{N=D6!THrdV?f
z8b|hei&IU0h|*qdpyE*ldN*y@GLpAiRB35bj7mZq!X70rFp{>E<0p6A*A*63Dr2<v
zsLV)1%t)weQ?+U{(cjRfb+*>YY0PD1Dobhi{{VCnup}H>+G|#`_NA*?_8Xp&G03tP
zIcou?mXaep+?`-8r7KBF9%Yw^($I8yVDR2vF>7^bzD?I6mc@RYhT}__LWdy5sk@-2
z6xqzUq%I8C&_W!P*i#aglBFeT{o=!@HzP1wO0*z>B`1)Zi3c~k0!AK^n1f;j9J>%^
z6hIP9;ZXoiZ9yqpBEQTVhO=3x(QYy-t&~fM)U|{AQX<<(c1jyjVGh2eESEwO<C#fY
zZ4?xw2(O}7?KzaXgq5zWxUKt1aw@|OzMUkv%%;j+QXW873Id-=)`yx{8n_8%Q>sj^
zZ2El1*m{8IlGKS2#<&3r3sa#!^t8oE%3TbpOoalpDLRy%9y?;#fl-TD=3E-xBD+*l
z)+;u|ha@{0x0H1nl`TXzTWeACwFIa#_M$_n*QLcti8cWzH!@)<PKQEeCutJ_B*PLE
z4qZV|%O*EUlm!0(2$BIe9+Mp@HD<r*dPO#cHTdveT*oU8puB0*8p(Duud%6_)cHCB
z+Hyl}%0SW{2yp?<6mlzd`js*G>_he#3Gz~>B*1=J8B5D4CKQNiZb*!mH4@Qn^|BmG
zsm^`JvF=qjTD2zLwl!8*x}Gi~?W9m%VQ^~nHI<iE7;z{<YE<->8<7yU+LQuZjU)o3
zmaVQ_dsGROx?S~BnDQD6G2x-MrMDHql%iBuQiYeIC?yhFLba)|B(VC{+RDPMK>(>C
z1wux!l1vYIIY5IK%Ai0}WlB)uNIE2wl*Aafy`Tn3l%0xTLa=>MrCRgt2A4*e1NNji
zNP4WrQOPn?<G^SyQ)LEQnGvNp+JKaVI~@xpxotMErG_SxQmVnII;F;SFxK)4S1MDF
z#AC}TQr(9sNiW5aj=EI%ZNw=dDN+WMDP+OAqf#5DLao%Cb_C~xjv8@PmXi0n@R2Eo
z<VcPjDMq0pGGa=?RHstvz~HUgl&WnGT|`r!uNY0OHCE%kOn0IKhaFmCyXHo9uv9|)
zmzvOWq=ex?@{px0ZUKWJ83{5@!r(>70!Fch+@&ZYNZdroF%Ss3)I<_(t{h_}6}AMZ
z6(?PK8=+6dT&DsaQ)^mMrh}=LmfT*Y5~f{Tcha>X)|&@YWH-%9bsg9Wwi4_LMMWrX
zxo%Zli6R_%iBeSDh$|~pm?l9wo6xkhT^R)6qlP}6cR-`egEADErUgZBA~X`FUtCh+
zwT4ud-9xKrX9Xci2wGC45*ARN_l40mqUtG6DXEN1N<>E%$tX+MO8lg{^KH8w^QeC9
zOJyZEaXOL}!Vr8pQf#~C-ZIKgpo3xo(1eu42?etQrdR~(2q1zc;Qs)a5U3;@6Nv<i
zb}NAu>Li~sr#d4ph0`U(Oo)?Ws1>s6Tk<DHeJdIEhTK?7p(}HB0xh@0uZSkOjcr@h
zncy{fTS|=<;Y_8LXUUAnOmtKoj;xifXi@gJ(U#qkJj9eG(2?g}iG04AvzDZ~Q|!-e
zNmP1^6BP=j9nydUh*1Gfr$`A}22kocxS@sdE4gLOdxGD%DHS-b`4>$WLoLE_wYxIl
zhT@Rdvyzt<xk5{2G2US43sTUrhmzC0C2ci5e+lB8BDAFN-Y-K{M(|k78g8M7SyRXY
zNbZBAtOUtG3l~Izmt3Z)r>kVeO(U(kf-F>~+-YGX$hwPQq~-xCv}G}mP>>2{HifoF
zn%LNk5THi1jBU0-$8nr(o*W7+wE#5|oatX&5OJkx>Tp0G4^I3=K0|Xa{iN6yz2sm_
zqe!a4KHo;Dw6<y#iliA1z^T&bGU6L`sW7S$B(UNfZMA}(MI%=daw4*nI*q|rlaAWc
zsVW%2+>!MoZ1MR`#yEStGl<u4=fpchRZ&XnK?+E6o#i&76q5uMAi{ylL?{&r$J7+>
zrmB^iq!Li`Ek4|Wl?1H_R#gLZl!8)1t`t-Vl$<z?J(LvSZ=B<7V;?@mdiUYI=FK<u
z&n$0vp-rX8w0A2kt-zHbvqV~IZYXO101=N7)B-cI$nTC7(IjebJybx+&vAfyAArg4
z_?|neJbHstsq+vViBX9vpDCg;mm|$#ao=o$2qA4av>bzwqB!Zh5yii``1b_jEt8sx
zzM1j?P|e-GlA$_yqBjt$h@50s(+Y;_8CjG%g`q=OZN!9|0wjqdBoh~j5lYuJL71(v
zQGLjdwzLl*MRBzUQne>a{lcK25UoJ(xmGqCXACS#!|JJBJhQAi(|09>bXRC2DpN^u
zswGMKTj+I4B?sP&UTInX0Er--TxTDuG}P3U47X61mZqu@huB&ym9X*~akW?xB`dr@
znYDpGJi7DL?zqC*M|i`IGUzHk7h7<lX%`j*SjEAafq=Z9Ipq&4I_LeISmWXU0F2c;
z{Py+uY#crt&QG8G1YE2i`_3$Wy?^nVru6<_4jeu&r`<>T5&r;a#|r2L#mKjKuab^F
zfKGASbH>R@>T&@cbH85Shw<a;K-htdjP)m>!Tdq`anuk#IqE*3>~rw{0A40aLSUVB
z25qga6VQWWBg+t}c}R^xzb&J0&l)KqSn3EpbGLo4G5k*&sU!HF=RNVC*TcUZGx6#A
z{ybsaAC7oj-X#J_k#Kq1Ef+li>Mx)iP%x<?A}s?;#1LR@`QwlP=VCV<^VH+hjlw|x
z06s7y0PnfS;oM{S?eH9J!U!M@6k^~(fjUNnjY%4FlL)0|AOq8J<&5Jv>QRx`ewo1a
z&rj)&K9RB8IXjGz{Lk{?{olHCWdLko#k7sg@;8qxAVQ~<Tp8bPxa5y?k3+V4cl<W*
z$8Uy6@9Wp+pHAFqjC8_P^Ug=--{yAXGo?V|d>r6!zi){Ib^JI#cX>17JkDG7J3;0!
z@CZtPGE8}mEq^O%=NRmil^urTew$}G&O3GeXNutaW3IV&_lJ&9^2Q&SmoHnrn(bUR
zm1z{}OlPDaFR32t0_t-qr5<PAQ+sX>EXs)#)M{`bp(RR}DV7s~{{Vv=N=`uR0VMUn
z&!-h{_Jq_W_=NFoK=9i}hY;GFwzudvhcN5XDlNc|MuhW=r85po(o0cTXWDAiSsLAR
zYJOC3Muya`C{`*G6LKPC-e)RB{Zwa|HpZt4Z^Wk*356sNKwL9%J|rU0bsA179`~{#
z()puZup7A_mj>UBNN7~%wv;zdpC*G(snzL7N1UKx(yFqjQ<!+I3wgMybx1;%QV~V5
zKCfAoRK2H1_PPas+iL2WAx>2jN4KTOq){9za4q)g^J!G7OHth`Z2`teK@2to%IAND
z`Cb>fuX9^G-fig-=37^7)ku>#)Fwo^BS^Jo&9otzuuIES$yHGrI^-A7+FV*(apu}V
zUl19H?g}E->^V|ZE!fof(t=i5W^2dILkds?7v5pF%S{}q#HG~$N)HqWw7`ibCh;k;
zh~@|Tt&NltOa&B_ge2GtkTV%1!38;p7696AF(mm`{c_l(#d6iWuUmRePAo|^X6P3^
zT7bjy!&zlYZjm}LadFb?t+w;TuR@dtgs7v3at$h{RhcfOR;t%)RXUOLCDf|biM46+
zR$EJ2rA(+hDd|Ks+7LYV6jCtQIO#h468(<eGJH|;>Sgh2*wZaYZ8IR+w7cnsZJGCz
zP^k~q3)IN<$+XI!u}yWBDKwc;DU~G8sY`7Qp%IYekS@aTZ_e?|i>H>H!R58l$;a#n
zs+D@wd5J)((3zn{j)&w+l(SHc850^2qrW06kzH~#(V1L^<S7^niNFd#3Qzz5Msh*W
ziAan5Cik?42`bJ<iAKbLOb`TL=uRd70N6M7aoN5wylG0L^A_&7?cPB0rrA$6Ih$iq
zZ#u=T3z;>PRG`r<t6E%IMM9jFQ|fb_FI*18N@U5UQ(dP8w5oz0MXi0KcHOe?KQ8NQ
zlh&QR;nLAXzsvV&G+tcL=tyZa7pc)MdUUIjlJq4~Bvo!IC0V50aeR>`3|XJD8>lVn
za%Qcg`xiV){hVGJyhPp?bxW8RWNB0?6sr>CyzZ+;^LE*CHEH+}WL6tkrcx-B>NxYI
zc~jquCbG<S+)^p5wDEddk>X1Cw0Zr{9(3~~mzNE{d2-I{x@(lnQoBg0Dorw@Xwlkk
z+@pCi{{V99dg#z2B~6sF`${TDlG4Ik2$eyxQj#R3k$s@*pbT8Xj;7{uU<}|A24iAD
z0Fh{t44ZQN@msL@UrDp!T{7vl2E;dCs?}nkrKX+>l*&OR4LG!y1I>h`c~+!pI}%3*
z==(0{J~;dgc$el?E|zHiA^BZRtn+h`mmJkKPp4kCt(Pk1UG2+HYj$f9=e=-JEvt%U
z2hD3uF1v3uJmAGnN<*=7a^k-IuPPP09tzbKo+HAJY9&ssv>>4@hh||;tR!`H(o`@?
ziB?OAP^9>gr1)v%O^M77Ur)Drb3(ACUG^O2>CQldQ*u>i_Nv_TU#iot2Vz!cSJQCF
zjT#lfO=d$-nTEw3xNE7@RaKKPQ~*G{m>LKYBdm=#2c8owT!Ua^-WRk)-oP6e7xTpv
za%aLz+`YH0>IXCYL~}Y7<62ZjTYQ)04NkKr6*g^U#W>74?$avhmp-ddn($>b`*xci
zJF_Hv_04L+_2-v?`bCuG%M#+WFDpX6;-xOMtF`x@uOdoVGnXQ^Dpe}{>TN_!(1}o<
zsmGY90mh$Um5nO9j{w})`#gLz_>iLWm&7e9>6>~|>Qio8dWNW#$yMiXI1C4AvLMhZ
z6DiI%<Oltk$m<}+r=bjaO(8l`X619k-81ct=LPj%wRxY*uL&H8rcIl1wG!(}Ydplb
zJ+0NIT~2Ft3AFkg7nLDvkX15#(HXUbidsgujHxZBP)PwKAwVb_c$G4el;+A(GLWE1
zQmx`-6F%;4h6(pzodkLE5!c9XhHnkL_~y;&V{(?o=5_M{HQR=fYFl)XdDbloJv}ve
z^_rprmp){85h1$GHf*NchVYD#+v;`1IOAzwq@(tDb5FsAVH~BrZfnw;E|*Gibo!M(
zw<-m{S%}=p^ye;WG9Go)CLKa_8IQ-PK3J$tZGP7-Ja^<c*o55U<o^IHye{~NmB^0@
z9O~u&05!RRWX(ipIh$7IUAXN&iBzq{G`h9T3RPmaZ^XOn)JkmmsHNGKTTa7*`pYN}
zI*mMfB);KS=zbPC>EZL7{QjTfcDdoN!=?Ss%VV9F3Miug0JmdXme(h)epte-S1tQ~
zix=2$3O#<mL}~+)YtkfBYcMGF8-n1gS_rK^<Tmn<g@mbTDk#hlr6no~PlGf-$`;)3
zD@+Tg3<*pqK+Fu7jeX!P5_O$N&U_txrnWSGSo5yIwQ09a)pS9LV=k`^7fs7pxm=^S
zKJBi=ZUh5Ymn~H22^7S6QJ4&{tsz=hjD+WcE4kWFFz&k<PoTrPt@YJnBT&PYY9yx}
zA)qo8w`ucdEy6NXA|w)Y<SG1Ya}u9e=LN||sxb9NsZg@Hbxemb!rGHhgHEkn_YCBf
zsnx7J{F<}`vV^1{w3im)NJ<jyJmk&6GS%jPFK%WtnpIXiQ&NtmB|$7hn#zIy0Kv5B
z(f~VvN$HI7((qb`sr#mr`$pa32uhNWptKYQ+fY#;9Im0nk|uLggpdWyHBE;YbtDv?
z?>b4iDxUCZF$xiQ)J%+8moTZzb#D-Zl2xdJdJ;3=Vn9!z-1OopSEyK!;Y)cr&Nd*A
zdnbI2TD0sp>w~`&is4i$ymZWpq`K4Xg|=Hc9`Ztf$lFld6rIKZ8Q&}|T7;Flv7<T3
z8*h!e3?8EgZ~*8}r`LYX`&8cyTL7ydNJ>;yGEQMLHnblPm=TU5r6j32QVgr!)J?rS
zKtVdko*An;D~#8vY0;GlNLUKby`d^l9Rcgqf&LMU9v_L8`*lj>CCqKLEil?baqoWZ
zF21~X-%`lI><2<JNG*$HO1SBSpr7vx2_OQYrKc7$J8Tb8o%Z;>vuNs#aza9YKlE&O
zFjI_XM6e0}0J<RrXJUOe82W3pUe{lw?4!Igj-e`Qs8hW2XgSDJPGwTmq3(Ecq$cDH
z${+#`D7V8YlHsiUIulTZKzAy0B`e4l60Km7F&o%x4zDik=uwiwyrhHfl0Z+qbJUDu
z<ZwFlByBKls(TC}w52HlDN0EmnDp;~j-H2Zr-=1w63}Q802n>H^xLM{@4s=w?M|to
zn8iv^NJ>U9H}^*8IorNK$8pzV@IP)iv)o3Z*Os#`I!ViMe53#@Jb>Jb4foj@1VHec
zM07E{2+}_+R2SM#x8`_=<+K(RFWG4pm9IWy@X)gDGCQ|@Yuab6#xUavVYEe1e^LS*
z^8N6oBa3dRcm%oT(xY6A__F6UN(1s?Oq)ch-#4v74N?n*G9|;5v|eFJYFk>_aZbh1
z5~b<~I26C*cbM)(@dt9HF&doJTbK5wniS)OA{!3YV^<xN-Vmbmp=>FiER-an_2qxN
z0bYS-)|;)^rlz~9u}h&^tD#S;!lFlYYN;uc5y+O~K_w5(omH6pC~#@5Ax5C|l*S2c
ztUSkrSCtCK0aAb|OcQgtNB}|fF%t$r6Vb4r_-b$yVihxeVOO0ZXKC6k5;{-V!Qg74
zO16AN_=cHtTGuuI01BOV^4^8X>diJ%uLV-6$efkTwBCJC9d;Ee1Zw4KJSVMM4Kjx=
znNzs08hpClF`A4PzIhL1R5|Mc&c1!4msYKAtsYgqUXb)UT>EXRhq6VYxy(CulP0%R
z<<-eKm{EL&t|$^B&tdmc`XcLCdf+T;#`fpmEo^>r(&);b-7SSuENS&>l`Y8Vq`;wB
zlqDv*<t}-JO_fx+d1YcfUymIuu-QdTE>vm=dS9{B)qj&xs}6IXn|sn}9uaD><kzly
z@&Ub@=l=jQIky(L)9aIM^7_H4^9Hrd+hXFazG?D&g|~8B&!gFAIVz^(DUHMmY%+%2
z{{Ry?kf33>7E?tj@fDMn@|d4>a+8ZQDgq=VYC$Jy7a%1jW+cF!FBVVYFYJKvr^=39
za`&CQh34OferMR%1+Oe$w%y3Wt!R^)kuFU_g;1o(w&U064y`l=N2bf05?UZXA{$cN
zrUzuclS>?t@MU=T;qg?@B+=q#)9~=(DD!DoLaLW##OE%B+51L4KHaxyFe3Xc4cffP
zPJ0YgzTGXFlg-9vB3-Dy(=vSu_$2V7;t!hKwC2O~?qT?ouskL)Lgm#nmGODYI*oF~
zjXjqnKYK{!<pSVURr*^EMx@iJm1u26i%C@a)kQS+l;tqE*Oty(+CC)twc>Z19H8an
zmm60lTbP%12GXollKq&9O*)dQhwT>bn5bqYy)Kx|T{it1R4Uae^d<Vc%3*9c$`svH
ztw}0Ma-7FDNHC+Yl&BG`5hJLaIcZ5LDoFqkV8J@3V4al!n2U)zlZl_rudxU1ALIl(
z!jWIRIkR4)P~}T)Le;$Qwyi`)VfS5uaK|(m?7?!ES&x}fpOVulk0CN4zT*;^b-pSJ
z*}u8NZr|4zCAo_>;kv1@t4~p?_Qm}o;H^0cLDe+$_GMfW-<wRD-dlDW;jKnO*3ybr
zf`=3AC&5SBf#ZL}{StR3yhZZQnmp&R(#tmer+eDwCF^=}%I<oV3N32KN@|Lg1Dl+%
zg>Z>b*rCq$ip4gP>{h82LK|hKn5wVX)y&Tjoam$YnE=2*Kfm!b-Iw8xn^S(XQ=)R^
zhwfUpGOinR)Sa74s<+BZE|+oE==3-eq^Y`kYWn3+V?7>{{2<IIh)W8RO3p+et0*2N
zs5U`PVu7Dh0T7_D0+phYk{yr`GAT+LK`;c71lWVDgCcH0$DTXBz-F3;q*H5EdP|X3
z)QEB*)~YnAQ6#m85?GT*n*rvWZCL?mbSt?eoRl&tcQwewx_y6{+{CWY<S02Ji&npH
z8oef4t+u9Gc1=E|UY#0CjHOCT4m{hQPu@TZN>3h<yh8ntyv3bHmwkA3vFv_-QYj84
zGr4lrdz@Ub=6A5iY$9z^i%RCLHkof-a@3U>vnkZaeW|jb+zMd<EF{OkKiIo#cz~ND
zm{s;>+kCl$P<o$Gq}Hxjk}39WdMvfVuF!5dl&2v{pEf07KeFib$hAi5FTCk~WjHj#
zBfjLQ<SWhLN`r750Ft0g_hf|>kPc-8lqA4Xf{H<DXp?lNbp|I*Ay9O%vDk8)d6<vO
zDs>G_NuoPlrA%q$ExM&LxmBms8(3Oal|-8cTxpS1o{Cd0q^%^OM5RP2j`1l@yHjGj
zR-1WVwZ`a`Xfl%)y?5Ld=!~XmcAo40%T=h%WV*D?Qzg*Ya5nRem1uEkSLs7f`!BxA
z{$JbIUn9ApPvv}z!t_caLa2Xf?JHLPwc|!@UQF6b?#t~LL^)}bIvlxjA=2O~Pn8Y}
z@nlC@(Ek9QAGVY1OLLIE6z^Vgcy5B#^UKRNBI_5l_>a|%$3>t<Y3ZKZTcXummo=m%
z<{-^X#6Img=sM(6oI_3}FQ9VfBxVo^xR`??E?}G3f@Ws;cx0m@h#nOJU;;(N!Hz=r
zjWOd!HH(H}$}&<PtECSmtb(G1MUfz-2n8xo9#Trk$sS@)ZR8(;3z>F@iT+H~jHbgE
ziY|*nq?F((rzXd$vl1htT8_2NVvzC_LP-vxAta2L{YI=vRer;$F!H2FL`kVzPA6M&
zaS_;Wmyx=31MdYZ-P3`Az8wBW^A3l}j&0d@+^TXaaBYi$ZAf4tpWQ07%%-DCTAxbN
z*Rx7xx7M_$&1t5VS~~DJm9heos{oZINHT0vPP!PKHsy$&3Q`u)%(Xa$fn(wDt+<)~
zC?iQQ3=$4KdvdNpYUqs_cuFd;>J-;Puu|e*jJ2gFJwaPYNb7@+yJaalIfp7lX9kxe
zKI<+G_ESzN2dEtiNcH$|BG#!UC2EOKZAtRcG7NyUs|hTrZK$XyWDur~cIpqI;NzGP
zggd&n%6ChW%%q$U6q#s5kf09ZK4JX#JMpJvx<<-CF`y+dIl%XUv5ii#JmQ9WP*3hX
zmSaHTQb4d9wr+2KJR{Y)C)cObZ{^0kVL9LN`kehb{{TKdgSI_S@yF-4Uy0&VAe+F0
z7Szf~9;E$%Mk_)|v>SY__aozvnEif#p~i89WA&fm$I*`9lh6*?+rED;9pX>`9~Sl^
z_9vkDe5VMM%A+p22^Q<Ij=x-d<2b|e$Ls6Ha1$0J1H1xy{3H1rVG3ZINb>{k`eWf4
z>+AaT`0*_K7LWW2b@PG$0E`t=8}%RBD_d>xxcvT{M8Yx%>7FH@g9D?Qb?oE+02mss
z{{SnB)*U+Mr$h1E979zlm4Pv-9-<6-k^G|;=q*yo1W$N1o?ae?^J{tN4WT696O59r
z@#uA98~n5Q4~V24zF+IWHr&{QoMd49vz@y4AFS{p2jQIH<Ya6+<N19!$eyD}^Uz+~
z52TCh)da{El@rfGAfGw&u#X@)wH-SHu^WTa0B_T{_0RF+vQ>ke?~+K^oq-tXfw1)7
zfFSfB{J8GghA?rHwohIA{%0fM!gbs3Iejm$JUuJ08|~Nh0>bC=!INrIvyH|&6Y1!G
z56|Jiq^}78jmP@@bHAqrP50k%&<*$c1CV$4ZP$YYoPc}u&OfhT;hgYc>CFQ$zW3>`
z-<~_`Jwi{<{PFYP1xO}LcN%daNpT8oNjM;dB!ird@)h*h@GB?Rg8G!`RLF8?)E-1=
zvD;IQy5fRDP?VJt3XTcKL9hU1;|G9hBVDk?<{QW-NFIWI^v9cz9=x_ijm;{JQMQC=
zRkSW@9#$J<x{yM~ykHVAqrQFJ!8>sP8k{9ZTRMY^C?pVal_yExxH%XfnDpX({i^)Y
zM>(zf#S@q9Eeu=XVnt>-!}Gj_6+Fau5xQ77(zT@J@3@noVASU;YPEMQdT;H9-9*Ni
zZaez(<^`c8EtgVv3URQKd*ttfobOQAv|nwtEhS3;7`lSnNFMA-Dga2Z0&He+jZ;qI
zlD7g*R*B^q6sZPAfE?P0JtSf=_?)+rq%NYuH$mMYJE)SOumiSE<l_e;uM)4q<@Dvx
z%IkmHUGt{W*;OJ?E@fqO<rwXkHY(Jn11=n#9Ylb4;S<i97^z#c9StK&8d`~QAOdhR
zg%P%Kuo%fbNY%p=;RfY?mtMOq!kH$OA@=GJ-w9W<B3o(^q_*3n=vh*Hy+I)CjYqc{
zwGSl<r*TAG#I_V*0hka)uK<*i4apl=VuJ`$i|I;KY#o@eD6+3%{2&9Z$e6{P%Y7?s
zbPCQ-Tx9wlxb+>6%a1_6U{~4uPv-A3?td7Z*|uTT`F+c0rrCU`qSxt-Po!Mjz?Bs(
zTsK0ZO=;Mb2o`lNQKdpFZRQQdQkJozT?7=;KZg!QUw$aL&&%FN^7=oSa^LmlX>H6?
zYI-dKj)CnJ+mfV|0#i<)Qks`kldPxA5z`$C^IvEy^orykC9IzgT%G0jB>8twObbhw
zmgE`*I25Ewp7RLvDpjhA(vj^ITIET}Rcf4-d(X|5`-J<$jBYtu4JL`D%a4HL@K1)E
z7zihu>q$uy{u^$jfEJwF94U*gt;B<tTc-rU4wQnoa{mDKq!1EJe$im2?VP5I<gX}P
zZ_8gQ`EIlT2bQ}U*js0O<3g!qW1+?|{CEVeLGnF$E9BoQR(AW`yR;S1{Al}Qew}?Y
z!>_O5^56LS@$@g$cl<W({=U3(d6WR1AOcC#owYh`t~Ef7Fx3A5ux?2dd1sT{tPKD_
zZ~dOyC9n?X2sC{l9Gu{MI&cBs4Za>9N%Q#?$){9zCEi$BOFsg2Q3%goza7U9HbEc*
zj2@Uff%pJF9^WoD&OI^IpPql7KOPL~FgwCPfCNB}UbsL2xByN3{{9$@{{Zu8@aG;v
zpKp+SnM3Jxtq!-#8!fjRIT~~+6hx^c3>>6`=z9Zi_8-X-180;RvM9g-KiFGfpbtQk
zOUKh64Y%Rpt9dP{I#NT5`^0nrWRCrJ>*>KlSCfqHP6x*);yV3v^5IL)q>z^s1Oa6c
z8hq?7KDcR0CUT^a&={VE!<qHNRWHMrhw7Vt&pVO4q@L2YElTChr2A($I8t4tDLdo7
z2-}3K-)HxNI=v?2rqp~S_;*V;eKK_(;(8Y-Y-(Lbr%$M-OtxRDQ)rPYDN@y?=HF^k
zA7(-ulFN<0(iWLz4W^l8zq%GiRB^dG?tAp_@c3{vNJzlzo|yRdJAWP|Y3I^X;vRV`
zNd+rIjwGa{h#;jx2!KHs8sQY%O83y&8bXqoAjE<QgEo+L$A^!#1ME|~yfeb8^EZ@K
ztFN8@7pcw8s4AZo!BOW|hj=Ipl<RS-k1R>Pd1)Ow(za$IT<UamrMYdk;#FNfckXN6
zwaY3!xiU?1P1k2usxsq8sL~@j64`@KWo?FO30hrs`W<MYK4hw7)j285t?g0*b-Vh}
zJfyzUjJnz!W#lQhTXhLq9BpGt+i|r5g&}DrD@uZbfhjoz@#Meltot9iS7Y+On_e}%
zG%*L4GANY!HxE2HF5MxyysPE~9!!SYsaz4Q=KQuT%DhM9du+$4&9@&4c6?D!kkhWn
z?>JWw;rw(8J~HT_;;<1%#k+!OYRm+Rekg`eR@2KMWUpxo3t0lO0##I;D)iORpTtq5
z)zcLx@f5*rhnPtz1?CHiN?d6P@i@Yi7L*k!f}@p_<_?oS9py?()H>QEQ6{psX4Roj
zFy~WSb-X(orWtXU*nPIiQ!lm>94JeyDJ~&MN(aL?kD1;N{9w^-YIQzeGkG6rT{iP~
zeG+su-S+Jc*si-zfnASURdJfIRX#+y>3&0{_(Ba@drFG%lMSX_V=Zo4R{3+wj%;%#
z;)h(O$D>&f*I~sD$&W)}GNviGtUBUdB7F45WlhCmL%w1}ggpB}z>ui{_Hcckoc-rF
zD7lf$M;o9}A#+ZhF;zMx$zEa&>3Lf+g6A~#4%#rJOJ$Kz@~Tw2jZRHDsctaZA~Nd*
z5><m#q_DEuT_6?sR*+LENf4lHq-KC-Qa}ftv{I6^oXvttZj%a3n9P!rE;b;741tv6
z^tZFT6?g`}DU>c~+ujxYJJege=@i?ZopUqF+ck4)P^&PRpAuQ9BA4g7w^)6(DN1!m
zIRxc9E~WS)@N~A6<j)P9lnlpDoTnbJt<)iuvzH61TA>7?Er3>5NC*Qt0AzXn{{WNy
z_J~)Ys(0Cw;-;pmZ#p?niT?oX8t1F1#$%fNwuGk~MJ^MvG^NXifXZB1ry)vtaa)wj
zNmA+0r5A_e;_mZ&ICE~vp{nV6qhGewK&r~Kr#VWS3LR<oA-zjoZayZ$a<vuLpv_GY
zXs<CydVHu4Ly+4tQH<mDLDH4f)Dj5^DtXhG0%2iAR|H&h2bLyF3_@Y1(vXyq`!qlR
z3jhItCIAA~fq2J>@3niL+_Uk!<1!Z{JSFnl(4zQu<ON1$HtpsGrAmhho^x{&k0AzT
zx$)Za9OeCwIx|g0l%+Wyqfue$ZR%lB6t6!1AZSbFH;Ef-npBIP-@YwK_4-{Gnbm7f
zz5Sv^35vR+Qsl96I@6MiG2^z|Wr+dz>8hC-5K#LvN3$Z~yheC!@eOp=DV&?+Pc7<7
zwQ8<44mG9A8YM<$PV|2Pw8*WwN{qK$rb29?m~<CCnu$nZ9&Co>OjDHyByT9c<jHv4
zyE%7qU)Rzt+XkR5sg6?lEd9$CEy>Jg9F7+Ct8~_>#$`U-gH&V~=%<%mSdtlB$x$3i
zU5|9Vohb`(M=TUA)fK3zF=9z7fuPh!t|CilNhK{M1gPdp5)uG_CeS2<CN5%cy-GXb
zPLpqQe%<CQ+j^&Sa+aZb(wB1EugnGM_WfMM%(^2n7AI9H^!d_DQXnzsN|c5TJhswg
zHsb#PN$(6k0l5px-cnGhGc1aIcBx&p=}c9m*6ApvNry{zGcsDXpwl6(u|lOq3PW$w
zS#TFzK@-&bi9C5h`y4zh_`2rzi+D7SdiZ&$(>XK99%8dtz8U6q0n1^oUtTtgQq2b4
zwwjq0!E;nxmbkJI#3yFNG?$HCRa8Wp!e;x*;<ZzRDGF_3U=RVEmk|oN24sUf0yf0R
zN?~A$n6iX&1RH=s8V@``x{uk5;4-ON{?X3x!OIyH%|T|QY4edFs1iXXsmMx*Cm^XL
zjtwf`XGem{+q9>uz8>s(j?o_Wib~y0Tzd<_1+e2G6*K^?B&1{!f=0uM!NzdE-dsXK
z{B>leGM~h~nK2OuJcxmz7=%$!pAX<^2s)3$wFY8y41_C9NIFbn16_Y+r-8ewGlu2x
z=VR5|Wu>eM3a$IP5>=7q)tfm3sn6k)#dH0fUKqJe&52$kYj>T82D3u9`Go@5v0=X=
zpvyFhY+7uGU1le;%wcLtg8eCgUoR;wGJutP$|}81YFsVaT(RaQ((1!)+m=1oTvEvc
zPwcuB>7ask1Qte<*yD=t`z0xei{YNLaLG~|m3DJN?VRG=SPneh9W?uKE*y|ZF4CUI
zTy8RY@vBS3>s7;ev#wWFt;CuZkfqc-r6Eqb>F|{-l$8dRDi^k*NybG@1t{X2DGgH7
zAs_K>xZ7;BgsdT^)8h$93kfbJ5}=?7G0y_s`zibf{{U*-y^n{Rd8?((msmw^@oG|t
zQC8_i!W#S8ISBO~2^<8wzRB+ax5U_WJD-sd>JuQTD~jm6d4UNnl<qRrE2cYcq-;uE
zLXvuso-FP4M_NfPv~(Qgtsf!}z0-fk9nS%DHn5cdk~)H%5PFWIsO!c-;=ELX+IW?A
zNzIe-Z{;MxCOgO^o6kQyY=3uf^&IAgkg5R9_-14X5Shs_7K~RtOYF+<T~xP!vXgl;
z8R`d@<og46W$eH$X(`j^$GF;*4xP0Jg0sGJzX|&%?1K9~EE2b^PD3|KarJqQsa(M3
zRP`xcbBdMSFef__6Qmxb6TcR6h;1kpD3TI$ryqbPA5Qyvaq-k82MHQRp4)G@`fLXZ
z-xcERsHq%Axe6mLbk)2R6JkV%CJYGxfoZ_58^hL|tD>Y*BodWVv{FdANd*KLGDj)%
zn$W!d$v*+N>tUOdle6VE2p~k}H!>-NVB`R*ZPO881Jq=L-y?+Wwe~lCp7x`K+7~7&
z(Oe1&3V)g$&!`ZgxFA$6*+6bHj9{GcXuNBwBVvDFLBgId#U$q9Rm&y;CZ+OX+LE$P
zgROwTIByO}$eJ2Jk$j1#Y$kc-2+J`rB5!DuimbhU#gDVUm`^zU)ycZ-=N%1)JdSGf
zKAx2Zfe0EPU6IfL3ONBdR(;@jr?0gG?0n?6h5lAsT=DRkXV)$3Ue>FA%jVs+GU>T*
z4=Ryad4{OBgh@9gMypVY#V)21ORL9XLSuV9PAug%+G0s@UbZ!-*YZ3jZ!1>bzpYD-
z$h#?#t5(I?MX1~L+FY~;BhRJPV!IA(XHuk*hZ%W6Di~X9(&7{rkW%Gwo-9i%{C!)+
zrM9FY>X(+<l7;8)oJm=hmvpHy04S&cpbjKvgNHSpB8r)`Iu;x)FxnOh(cPC)QWFm$
zFi^5bi75ocjDB)=#oEPz%6qEkb=0()eG;W46W3EQTyZ!j8<I4EkarzA@mby$DNc)d
z>yCH7HsPBpu_0>*THl`gl2%omoa=DlXKsV2;={h$o>Saj5No$*hY5~8rmh>BpBl)i
zxv3`Ou`9BimrbiAkP_mNO^+g(R0tYcs==r;oFElMo>bD&L$zq|nnF?JL}joOu=g7Y
zS5dJiBzM5;*!p6tsq31jsis`As&)_of>Ngsc=8r?4mO~KEjuYHw1^x?p>~ny>ECTR
z{{R%FhbGHPKn$%DsvJR6fcvmh)*sYO8e3?4qhgS8zWoUvrzzj%+-Apo0@^8;bX*s7
zmcd010wKd$Nm4}0g7UJJV@O(AY=gdZxG~opRvZPX=h9b=2tMk1Y!0l9k)6(PIvnlS
zi^cF)Lu!f1xD%AnZdJikol$jUVNNvK#8||rq!0sbZMoc>Y;tW;s4~;;k9)fzCg94?
zbPS75RT3?<9%8L(O4h?5$WxvvxbO_~x9+5XMX#YaoNTOM9G`fMAD^cFgmm=a`YMSa
zZ@xFrrrZ4g0Lb>?DHZgrBx7-pOp~1d04?*K`}W~S5nGM%oD6@LZk_sm9CLN6B~T-o
zo!}&h(@34HH#3cDc9atUYG7Ow)^9sc<rl)4g<uSV0nQKP2Twts*~WM<3kU!Yd$>8+
zZ`5@Mr|{s7r#HuZ4aRfR<)4S};7^;d#zv4+j_2u->T&!y%5mJ*(lrqvi3j7Li|gr)
zbfqcE2$Yx+BoItbm=n{KjmIs`K!QNnf(G0Cw$JO=fDU6Hc<r3-bMOG;Z_wXvHF44s
zMmP2TeaHj8-H!nlwGoWxx!mLN^dS0vJVI4?)Z1V;7O(=~o16TxXe9`e1bUOKb3FzI
zz>KN$nQ0*CD@kAd%W2(P{BS_@&koaQ2|!AA2}(jh$N(f@0fIXKJAHUa+R(hF7cIp5
z&z&eeG`5`X0nT+3oQ}gBEI`Iaej~Bp*B{5PZMd1T8%R2+kWTSp2KSzXM0sO9^{Gxo
z_&}I}t;B3#MY+bi;pgQduxq_Bnr3}={h`09{vQLA!{n2YHo)}HVYjFC;fdux{!f+L
zG{K(uNvH*5xavJKpPvt#L=^Y>{vSTw_u{+0`mGa`pZ1J2`-$jP^V9S4zdRT+p|IR%
z@aPWt>OD_?UJMdR1ZVGIM<9O>Tpowzf!BiOcOxeR>^9DSmu{aQrvtN}!_bWU{y#s4
zcyQ2p4~U4j-jlu|Dgc|EMYgdM@gE!X$2Z6TV4jC?dhPHS2extFbDja8Lyg9F?hZTk
zJ$Ll!o&-Cq1AGh-zfuStbB*!7-!20Z2d+Ikk6r#)-vg%s7W1`?Ninwmr>5r;p-`lr
zpg}RMqWrOhf!71SUf(arjvI^|ob~nF8-Jng$3j2^kVjwXxY+a=$4!R$#~iW_H_k@c
z{$HW;;*k;O18*<6-28E%3>{;h{dPZ|JE1@Uk&;Qqez`xdUOQ?T>UZoq4C8-~e~$Zr
zcHkm<f%E*w`ElG54txIqAD<8`LG!=N{{UY+ESUzvV3;=7<=3p>Qcqp+fHni~Z_{r7
z06hBk;*Wpj2r#Gq&)IH_e|F~YF5OY+aJe-GH#q=f%-b9E`EhsP_Zc3C*SF8{;+j6*
zx^n72XI1+05ViiyzPV{oQm{^j#m^QZoL8cMy#Pr)Rh*6?sxr{f{?U@HBmnDkJphxe
zYAqO)69A2h7Ihx#(z*FZt<JcEe`8OKdA#=Jq^?Qdbydvfk0&W`{{Uo9nD?1F@8z0S
z)Eab$l;JK*sai4>8jC&SmAgxRiu;9cH!bB~JZ8Ms61^a8z6Rk#w{kK3x^emL_%P@F
zL&GPDUQ}~>B&QKfpxlt5-O*War8O%mwy{gP>FyvLIvk`*lOj4-klfhuU%*>QBlJ0@
zm{Q@ys8i%OGMiL|7Nbv=%7U4b4qFY#izSt$kfx+Zb+=HVfKa5K<B!U}?N{v5o3UNK
zYqb0!fltA^Xoo5)Y1;t|v&NWG6I8a4kP?#ic3fIf2_5ogR3%?X_9u@y#rPT;s#bc=
z8n44GM3S|%5){JJch20RRAp{7@_+)tIaH;lR3)q4%PCWcQczSpz(!k91ZWFvtb%e0
zNE&i-7(4FPhhC%A=(Cy*M66RM(k7!w!?9{nU55Hp6bLCTyr6PE2d?tM95E$Q>HF)M
z5$|Ui12R}ov^10IT=JCCK>NkP*M?@l2rVuoryG==h}#DTZvOxek@e%{4$!u`6WRVh
zOppqlcAeGTBk`Ou)*US<N%0D5nrAblCPTS@^ohr9NZ@qT(yWp)g9ZpKJd%^Pidt5Z
z2{99)10S64DJV5QMEJd-S#^{-4!Owh5|q1Ef0zqydo{1jDC|R-q>+Ya(i>t!YsgB_
z?o;lO$G(a6xU}eA(&EqtkWhhwrJXtLjBkP5ZZp_%<NpBdv*k*>JNW&y`Pl)Kz_a{A
zTl6~ZLO@5C6^s7Gl@f(oeQN+AE|^KSsxK0tR4NkRQ6)J~rl)UMHFhaYmHSVbPk|t%
zr!vmB<1*>W&`z?Vu7N-Ra!#TOevJOq9jOZ8e#<*;N!=E^Y1wM$Tc}#R4As&*!k1XW
zQjnsxQ*jO<SlC3$P*AlDrAfv&v$|qg<6I@eqUQ+WiDlHm%&?}E+iyvO53x$x<nC3J
z+HmJPW7wS6sn9C-)w52xrdl)R&9}uw$Z|XvDy%aeQj9b_h_Zvs#c8!QF_{fvI+BE`
zM3XNOeCmPWUcjUC2Hk;3qJL-OMq-H#m~F$OH#(zOhXuBtflo|uxTyA{Dol0@PCmmf
zr4AuvC^Pk5aMSr(i0(**`%Xlrlv|A4q{j{EAhfl(rkzl0RzkhPvI!~48`D?XQTBq{
ze8{rs{F9~DX!Q%`J?RReaY3Tx=r&a{l&59VsMU8?@|Nvtw57Ev$jed|n21qvwmjJA
zT;JK_iM#Cvi?W@Fs#g=@b%^a34XLlEWWU`|aK0DE>3F?ed#-}pRBW0?R@i-&CB;=O
zC~TM9MrG~0Y2YmJJ~WX^!UZerw6{tLsi~=@G_5j*;Y)pKQl&^(DGeZ#;0GSy?W){c
zmfWCRP~MLs9e#^TtVVt-$dMJ+DsWhs(&N5@rru>pcoy73idLK{B!iv})RU8r+ki*A
z(DeW$AF98n9#cF9{ka^8@bSssQ1VN~1J`T{T544bX4dA!8gi>N3x3%{kWC6D=EF)&
zRunp9iPEU3szYLXQRBdj+wF{@#rl`EuB&SJpwn)vLcL76Ey~1X%BEH*(^#KRn97M7
znUNh!PNXOn-E62j%c)y0Ar2u(AFQl7WHRcap)HK*U6j0sBArf|(4`5?nFBIH!c=nO
z<>y<vooq`AS;(Zx3Cse+YPl&|Qa~wDlLUgHd>T1}wnj-Gbs+7xpkGf-j@)oq>YRhV
zNdN(kr`^g){{YNS%fACc6zal43Xb>#-Z=-T7+yf@wmV~fyq%2d2Bo&N6O8LZ(hl2i
zgpZCf-#-&7l!*yak`<^)Pz3rDBw{S8i2#wz10GWwU<!cF-+NE4G4uqJ>(k-KA}~6S
zhf$p4r@DQALxC$B4~Xo0VEU+o@Y^3AyaralfrR57x&RMs58yr=MxqI}kO0D@=mxXM
zUrSEVCmaaelY@cilfQGZ2Y#FH>Aw7PUiijNG0<m!h${5o<<sNeP|4h26a5A-Pfq@a
zusk=s$>v>=%9;yTCHr5AK&8p4M54iRNm8Du)@lLgA=2PSZ3XFbq&FTzt;b~wSCbv*
zRi(C^QfpOJ($LdCSz7xvw6x8w>WZ3&5YsHQfh%#>7D5n&fh9^H4e?8iah?&`?iF9h
zIQJCc{2POCs%L9>pBCbkbo3lPf{~QwcBZnjrEOEwvf6I9U0M(XNw~t;s~7|;`1SAi
zPWd}zp1IE)RgT!`I(&!y%6I-7@RhPJn`@Ys>>IArs0xi5a^y7AzEg}m+=!2^JeDL!
zd&_l~S#`Ang@6`<hnp*9#+*{6Tb`%ozB-Pc@!KCf`rz>DT9zwm*s7#`nwn~sn|_|5
zg{9UWY1D<b<8C0SD?-viN`WAQgM@K@7st3~593@5h|qC<4aKPG_>T+Xyf&$d-XFwh
zYT85ewX`*q&N)w2OH#v#b%)t;ZMxc$v@E28d8tHiob(vms2Cly^T8gxaZ-m>ZH>>}
z1oZgh8)Mh0#(3(Z*FKr*pm#X*$K&$(hEW9Xl12#{z8@5lFgHCreQjO<h&?*Qn{v>N
zH`>?aYb1}DHs?KJ{NT;;&1%kZkVx(Z-LahY+v%RZys!>QIO~ysa(z1P4*2WP`th@b
ze8xRSz-`?*{vAFCj!Gc)8R~by=rS|5PftVg94=C?du_SceVFTgAquWz&iB2KJ)>!h
z$4wQtLI%WiNYBG_)8(Eyl^o#j*B~4d>G1mF(|$MD3=@;Tq4{IoI~)vWpvN2u0b8pl
z)93I5;nU&6f&eqibI#p0wETJuHg(#0W8$(w$-wMXQW6JJbJ%_xZg{FbZ2hgAi{)+e
zcUetYckSYA`j70Ig~x9ujH(N@EiU1fBtJbbXi}JW%Xl)N>rJWDrwLM1V_d>5SE+yO
z)(!Ov!n}E$#a7j`>aWCAMpG3hX;UP>GBr7=P@j1);YX0`vJ)Yc#ljs6E_qF_#osaP
zE8mk-?kW}AQ9`N}+U>;(pLE7*WLizZMuj!ubaMg(xopRA+ErBvW}8QKNy;fr)m<rN
z$w3@_LH(Tlm3A}QE1jZuwU4_}?E+|8;oKRDnz{#8iiJGoPZM2JC<%3@QB1ZF!%nHh
zs6OkhWkW?(Tdk#a_o-NYhw5paLp5x+^KLsxwXoevQBc}Sl*@{yd6&|M0u-j6WoZR2
zpsMXIU$y@L!bRgUom8pVT+5=|G}$oZF;kB18Hr3d&05~6xY8xYtHze3J^h@66>XIw
zJB$UlDl6!5O_^EA@3l|D?=@Sf3Z>mn<@2#5M1dA3Fe`K#464J@(gGDtL-higEG21M
zPr9Xz4k@&$Ax;GG<WlXCA=;%jEvCBplT)X?R}{3k!sbJyw;#@jI%ChJ#kDe_1&6D0
zqpY;lDAHo3Dp64hYU6V~$m?5f-L<H|s9-qrFAS?1N|c$g0N)B4I;XzjL+ZMp?6d5C
zs)<e0jxWKgo=8(Q3ge1#%5qi$mH2AFww4wUqzw6iNX(K*3K!eqZ$6T$X53PUNhJU+
zNl64GsVM}E(4q{Cz!;GP{(&ss_U%RtdX*o~5T&LFi6S{+_%a~V-dNEE<|H6{JM9-3
z565}N!gMGhK{`}6CFs(eZZcBy3zF=Ja9W&O5E@GjOpy)ernFyqKG25QVb3{0f&ofA
z)eyfP9Gd%7Ikn3)S~k><U{LDzMZXR$0s2Kk-L=yx%0d!`n<}o#s!5*IhBP77N(o!*
z4QVRWLb&uZ%WoYX7CE6+hih4!=&<UyOz6?vr&~1o=j~do^(iFFOAWCcV8sOrSaCoE
zd9E!@A+QzlkF;;>{{Y$!!msg2?s)GBaWyX^i12q!Q<SvS>u>g)R*?luq)=^XbxW72
zf;+{Rk`SoOsH5VPrW~elqbO33a^^^ZBROp#T>k)+n*_|_$JnaFs1lYnI@t44WT85u
zDd_TDi0cV^I8)8O%YdMdx&pI;I4k{=Ph7Vu(J+ZqB1ev?Ogda?_>3+0qog!exTPsv
zr_`65Y&f9l9$`oTGcp6v9A&u9IZSpnMH8Kl5EjF(`$D9?hgnjz>5}7%TGZNrDp#5{
z<b^1yS6ts~Olp#UXVc@m6>%Skh|IxTB0H_BGl)i~TV=I`DPhDi&>lyU;=)}@d<oho
z8}T%>xRbg_NgyUlph`%*0t_o*d{+-4R!~!CaAw32Z6q1Kh9h0T>9l&y8r-QhN%E?7
z#^F^BHdmCySqpvVBuRxBiBGM9mfTxSsZPpihZd6Jn`I=W0jJd3p+$C~Em8~9sx*dO
zk2YEmh|8S(3P?n4YAm6)io}OoVQWj$Jmn#3Q=^3~Cg_1(j?BhY6%eG;p-gH*rLv`|
za@4&{Eunyb+6;Xz`Gh*-%55o6m+y9Y5UL4%r29O^*?Y--vXnf8Jla})C|FP_)_}I1
z86N2<BL^H-ND6?cN{B*^sU<ceNP`>PN!MceQf@p+1wwt~=7E|-5pJS+X@t0(rjYa1
zHzG$vlG;Qv*>quv9z!wFA#3+cmCAKZ`++Txwvq-yltU(TX>ZMCl`Ttx^DMrlwBj2p
zek&6Y8E~W_<oOaBDpCrPm6F<yw5TVge%WHJ5mAJxkh3lX!0bgdr6t;Q_|+BwZd)>#
z^49cZA><{Yt)(qGf{IiLtA?!(l~8V;!sJM91f;<BXA*~&`eQ6b1um%w3oZl#zcU(!
ztqB_kC=eE8l@E0!Oa!D@5G0jc36e}53}LQ#(v-N8Q6^M{Mx;iwq|Sgu07dXBLt$A-
z!31FKfsyj=I)1iG%%#Or*5czbwXF(eOD#9%DWY;)E@M`LuXv+6NdV&@o;9VFNphQ3
zsIGGr2C4E}ObKoVRidC^xa#FY1whGZaFUkQpWFu@Yz#TDXYN?<KUjqdE7E7uRO24b
zrJ<zDmHRFoQI?u?l>~=THI_=&kd!&8L=<3~2~j}^QVAJJDo2hALChc==EB)hNhSsL
zu9PK7B?}fH1TVr!%mPf3Q>g~(5w6%y&bQLG-D*7Aj6^!yjh`w?o=8iH(n1@WB`}SS
zJ=TUg1KWa1B?4uyM}<p;F;zcdjT#t!sFqlL`0&_nEKsG>V=*1Iw!>&bmWX6HQWl^T
zR7;A_p7co1No5h_yB(J#$8Fy^EIzi<r&tbXN0=H}QUdg(s3%sDkN_zjUO*)&Qj`*q
zNCis4IzT^o;1i@|<0Nb{9G3tqN)!}H32<tokesPDCIM22BF8a2u^O9DN))81B}Pzg
z1gs>IKg|gQg9HI_Ae=Mz%<AjbrOgf<8grF77X4v}KeL{U{;7_@kla)<ryPj*ac`6a
z5WvF7IURV~BB|5qNEPOTaVI?zTM;Xb`y>8zM<UFMUX3e4*^<Pj8GJP03q#GMsX6N8
zyBrg!4353K_1unwALpJ6A7Ls&khBFQLj({Mk~$NEocbS!rxp-Xe+(4_q{*8F0zjD{
zk^l!$7nzXK6hc5%lB~jSCK3h2SV1?EPJ~6tBuQbwR1njNR{GF!t2=^{f)I1I_#o}q
zx(bnWrm0b`)6&6Y(e4Q}61`<<c(F&MRlM|PrV~~~Wr9E6u(gAwKyaX&ZPQlbl+<Gp
z#b@`h9C`z%e4R^%<0@YLHIv_baG0W55UuKkVxbbDR+75J^HX*#`7Ftc7JHE+Lw-bD
zM?}2JW+Y!dG9}1BET_o~g)As-hLG=g5R`<n-~k|{snVu<vT~3zhQq-@P%{*mkRex4
z>1?#6DS4FGl^nz%1!lUW&Tj1MU=$`SL_&{qBDrwNpFSGsk1m$gw@+mV4n~f|0IHOU
z&MGTzs$9yG?;s=E-;UfEkjqG6_azq$9(rSXile2}f<{|baxv(F<~<3>^~U@a%bjpT
zSxV{fYAk|O9El~^Pv9N2#**BIim-5XPeM;!fyV{wx?{Jr`h8xUPT6t;lN$qUsZUc3
z=8%!<;*dJz;P9$p#T6;H+(94+1uIT~6Ol=fNgEg^Gzg3_x`xu6i>GD4AQR$Bh?tVJ
zC=D$oBW_WG%f@4J?MkACl;FY`)|CYTQHPbKL#j?d$r~QMcx2d46M}u+M;rC-FmQ3d
zr(cG44`<e+)@)kIW_Pu_3g^7on$gr9r<eJORF?vr`%Wb*W67k+r<m<23B*N4QU{l(
zj<HX>q<zp%$8rf7>N|EGyYZP^9F|Ljl@?M-A~OQxnHK_JEfBQm2v8!$Grhy|_fL0Y
zDnAh*PHd#p)0HHvnp9Mh36Mbw0Eoeo2TTluxyS1`-){c^$APV!gSI+#>y7^a4gs^M
z?m@sO2jSE8^T%!nG@SSA{Ej%F1duU&2_Rr&XiI>$pcI9nNl+sor9%V}fsjGpBYyl*
zr;7eUT=u=kTbA{?IX1m+T<_Vnw8nGxG_bH;EweXBjNHah>m}$*buY4@6qKozH0rNK
zl%0qf1d)!zx9j}4k^F+LQyaJ>S(gl0H5wh<(phdTN-GlLqO%<;R23<yC~>UHLY#(j
zjH%ZnpYQ?3cO2qXd@F?U3i>J`#9pIo@nVm@EG^{IiFGZz-MSL6&v>MQ(!z+!04khW
zrloGOwWb_+FdQYcxKW)UYYEB}GbF)K2?lIb3><g@t#abxs8^-YX>^%0>JH0O5uw6m
zb0$ezlv0GoffPM5O4qg$%MKj$++&Hw;j8SZ=KlaN>X2@JZc?Rk&c@W-l8VC#P2E>x
z1!0O+y8fprh0rnkM!Ja0U}16TvdINL->yzoS(f{czd*CCniH-Qsme_PmrYun>NU9z
zGb>O~*pf&o$vpt#CS8;R8br2&G^8y{Y><7#tda-ALBJ!ZC_H>)+i&e1+6RqK5A6Q{
z1Y@)6c2ebY^+$=;HWgy3R2ph(YIW)}I^9-SDo9FzQ1t!@*q$EOboFgY>&hUdte=Nu
zkU;^^99xb7YX!E2TQW*>3|8YDptU(=XjAOVCXF7AL8G(fFvCMz&pFlUlH{nDrOuM(
zU6C#Isn?cL2?z;FVxKx|6-o^jqd87E+fm~_+8$vosn#9#cT*8bY0?^XN|WTLO133Q
zNe3f~MZ9RaVb?S#I5|lG41@3W&cm-w@HZG4s}CHjq}x1&=7mnG@*@FnNoJl@N*;2y
z^NpgC)MXEOQVjn9A#H^25|t7{0@OT@uvLiS9kSp`;_R=Cem{-T{xP@8-FmfkRZS(;
zII_I%tz~6PDp4*d5Tlf<9j6*v*x;N&bj}K8Q_(!8)QqSN2AL%R5oE|25eXS{44@Q&
zio1gbOFZ4Td6#nYDurcQ?b{J1R%s9Ex$b#0;XNi>?==!iJ)OFoxk!jacG9Mr*2_(>
zqy*_Zzj@D7xbE7+R?-}mZQN5MOmS5PTZLDuyA~@xLzPLM<4i5beX3!Mkbue(i0Ml4
zr;5Pk4>+%xw^cfka4?Iui6W-*(@mDtWIGyE-zAn5-AuLZWq|8ZfsG<U+ro0+l(i_E
z9pz20RJg85vMx5_MqKaOZ?{i-3TY^X8bV58q$nYo9`Is2YdTbfm6Q@Q$LR`|+c}#^
zN=i_}P=FGIp|oUcyGn9|Co5)20Ys7kfhzg!%*zQWoQhM9c!`o$QnwOGnaW6vkdOc|
zCIYgHD&(sE%UOb<K$j)CshS;+=g}j_k(D^2(hAFKdBqUk2=c)yzzaxTa`KBR-;+Ay
zn75rp8s@1k48nq9)t-2jNCqNT<SnmwYb`gHo@ok0M1nXqmu^+yi)x=h4$~s2A*t=X
zN(HGA<0UFf0kEW{=HFl|&ynwY+SXD+a<`@Xak$qQk0d6D#439NRD2=$Gai?z)W04X
zQ%P;PZYe;%(_tw%PE>HCS!59hl2riOE`kIRe;#9EJT{4(HMEdIhcW??AcY}7kq`tY
zDcqBAV#d|0PIc<Lfx0tPhMcd`l{?Cr5JXd0Lr7FcWJmHILyZ(AZG|7+C+?wX;D*TM
zv^u3KWLYrUk9b<rn5RUjIVos$x0`heZRg@RhZ;i<z7m-3rC=omT6LjW4rL|+W>?}=
z(&I~p!%ZQ7vZcHwr`nPtsd8BV02plmI)>D-q#+7QSAY<py`#}pJ#($M*-Xl$h}P{v
z__Aa=x5Rdu_KEVNp*}*SGM_O>eZ^@7l1frC3`FKmQfAtlr9nX<Nh09P6$sKIFNuP3
znah0u8vDa4hbRRg$+;xWjJJ2Sv@S};zgA^xsoYd(F2<|Vkd!JlMaNd3XHp?DpFK%p
zQ)*>Tg?{KL=LrKYJ)g^&R`hDsQlU_X8q^V_nw%)BLyx9Z_%6lLVz!06%A+agT0)&l
z2ywiErGTWC*F@WDqfEQ$#oLy??XfZ?A|);;Zd++s66DqDahd(wj3vg1LYz;Ovgs|9
z5|E<B#JuiT*HocgQCqBga-!Te`HqN+meFw!$1kv@x`|G(sc*<y+gJs*&;k;rB_Tox
z2v9Kr89^fO5@3)FMZ$HFG6baINsPb=_p=QW2_O^vP(Yad(ge&LEanQ7D{f5|r6p|J
zZ`p<%iezL*klb`bS#gTAlHgOUI`mc&>tPC7QndvVl9QJwmlS#h*+Lb`O+7g-OHq!~
zkiD*35b5-^LXg0QT+pQyrI`-6(JE3?sR<+$@Y=_<E@!QjMXn|j^|`h8BQo0vQ*Sv4
zFsBmDPBB8mtbzk5aY2;iq!q6^l)kK0=EJfr_AS*+X6U9$j{KLSHi~O;*_xKp`%6Mj
zhmhkVLdwC?NJ&UfMyWvLK~7UDFhz_2k(TghD2+)FU>U>EQc9K4BH$BsB$K%y1sNl(
zZZMeVJxc1M(k+nHHLG>1i?6c`GL=5u_7W0e)E^3LmQeb#)PyO(w7Y_>z1|3UZ9%Tf
zW}!*C3SElRac0uX@|PMd7EpG2qe?N_bOpBPQe?9FH3pZZl@#m1QYNo*-PP8G=`va<
zvRX76a^<qZ;YEctNiI0oljZp@$Ceb*Wfsc|*kKA7Qmy_~R_IqXLR>n8h^@k_#fI#9
z(QQ=85v9|Xn6Eh_DpQeWvzMAiFx-@&s34DZNstEPDG|AglW%kcsW;_+dlDuIkOUDV
z=s=W+gBJ!4#!b4UCPl6{L2}%uR8pIoC$uo@20#JyHhjjXI{dd?(#S)JahDlVPIP5N
zlA{{=mrJhGSf|t8qgEefpJIbp2y94FYKjR=c@bqW+K}vJ2b1irDdL2X>tLX$<?^n>
zs9Lp})z5u38S0}Hn2Mr6q?00<P+^Lnvn{%lY+=Ny=#Dh6H6dgSDN85>@JC<fENK!{
z-L$vh#F-u)PD~WM+Mq>ki3(6M5hV-$?-Emb5<If%8hD1*oB$Ohrt)J+n2Uinf_4$O
zw>&XkE$?Z#i$oDNjY+W}^2BPW**E=xQ-@ro%aDg5Pk~XT)v1!z8f+SrXBeLWz{=fB
zmM1}cF!~mcIV`-|7Sqbm6~gYfQ09j@nXoP1Y}KBTV%T)rbtW|#=it(xZi5vJLw-w8
z!V<aFnQ$r5p*>re+wxnD8ZwlpP|8_UrJrO{Zth;ja*ynlx1hTsX?{DdCUc%@%df1B
zS#_l9K2cV5EhtW;q=1%nHYLwfb;*&KmepnO%nNp0!5Bl7A*3%sTGT{fg}CY-D_4^1
zWEEjxgA>&BwQFhT>6!dfNpTF-hSB(z3y4!nH19@sm)$K%3QB|ps8}e=(&MaxhSa4r
zRD~&}6&BZ(Ngyo&SyTdm@RaBQGl{1M?LT(hptnt=T6GChX!6;iQ>b+55d;*{Y3UH!
zb%}|JS@PIRC~3IpZyEwt6c9LF(!SG%?ieq#9>=RaDaPMsqYTtxGdZy8OEUeIIE{(M
zGS~a$rD-T_X;~y33go6zZ>uJwGM6Te0V|s0?9^E;M@Vi&fcq((NqD$*0Lt4gM{`G(
zH9FeJKq(@$(3UQCsIg$ph>Cr9CbqhZX+(Ju=CY9M(B-Imit}7sN6B#sb-e*e3Tr3J
zzxs%KHd_0|a5t2^`P8$;c(kcgGD)qR#KBU86FTZ~(5to_egaKP8DaqZ4IqPIvqV})
zIRjy=C#dos3|W;_ubB15np@#ClN!oYsPY|lq2$PBYwNDXTm-{yMCFLH+<DfVXf)DC
znlGd5WuVfzQGHxgBtJSt+0;6{(>?mB#Cn{VbatUmc*Q<qDY0U$n8^`V>$zN~94-(N
zltEjH(umTgP#}{~b`?^qU8FSp<gnz}0p{G3Ms4>TK4n3LIP9pHTaCzRg6TPNM~5A$
z=%quUH(YwNYQLqV*J>1rb15}fXp>BMff9rdC`e3q8wj5bE)=@lbO(~>pRFFc%7ZU3
z<PsTiw*qrqloZ4$g+V{WLZF!<_vZtvNOTC7P^2$dQdTmmM2lRUqfTIuaV#&W+}T8m
zz24;+yP?#W(A-rny+p6UW|{-cEo{@Nbq7}DuV`*N(pDRF))MEMwo;Z>@?$qQ@9VO+
zZdmrU$4Qw-YS*Y<bLmj!oduZJA}xhTM0lkrRCwlPCHX)QOOMKVL0UB7FL&G$WLBJw
zYEo%+OI9UOQfg_Yy4hj3n~2K}&0*vyJnCwZQ|*32veKXPn{7#O=`0^OD@|4^5F^Jj
z=<wu23{fOSpEZVAG4fn<NhxgwI+N!`bKWJgLS9megrAFWHYvi^8xjH(u)A1@8B+=>
zNIAUB2?Qe2+ly0*2Q+*Ab0$Ddflg9V1)!NEfdyqxwYfXY#mKq2_i8tFri<iIsdd`i
z*<w{Phfk(Ql?oL**km^1AT=UXf}AT*eaAi1pa8VDe$7r(bMoC)^=0yced$A8QbjEf
zL8?iW9h9`n9`a&0E~n<IQ!Tj2acaUF^HNj@BTG|f)a}NpW}jD-^D&wz4=NJPN(1!*
z%Rtm6(lWQh4z}B6S_=Hc1h|BaOK*wy$e$CH?m)RJXDujk>lPfEe0g^jp*l*FLwdZ@
zQrha4+~(4$^cgbZAq_35F&}Bvvdb^9;v+Kabt$NLYt?H0@-DW^s#Lp8cMwihB}&Yd
zlA92$pb$tYkO;)DS5~2f{tXQ}<4I0dp93jKvXTgZ4uvvc!3sJYJ01`G3`g*U)yF;$
zFJSWhiq#%OSER0d8jZzQ^JYMq8Hs+y?FJNB$zjl@osg0qDO#IW5>pKM^L90Jc!0QQ
z;c$}uzjD**?KL<dD3=*jXbs7NnG%8;Q}PS$GRrP4NO9zrw4|*H;&Ah0?I>Mt(}z;G
z`C$BcvmX@M(oJmEV^D;Yt+wSZGc>qLn2kyaSr11`V_Em{#aA|(#lw5tHJi?(3Z$yL
zvg$v!Vy!Ky6Y6DeC)*)9JlJkTk^<RnYYi|I6&YSzDGBPhm2V1fg-~#Q6yvWqO!}%^
zaloKSDN<oYZMU6DE|qvulmviIFd1gG%Bq^`)FrnaKtfQ06aY?A02$U&kP?)DR7snR
zEfZr=>1meJKEp5DD-nF^0@@MlG)CWiEtjArPM05H3PM>^EeFJB)S${^q2PkPT{0UJ
zzhT6L?1}}<ATlJ=+wz}F?2xD5ayyN!$dyWLg0kz8)UfMrDP<Tr0V}qmX2pwiCY<$V
zqf(_rW_)PQhGsD>kcBf`hZ$uu780~-c?_*V#AiV+qXeqU<~`5-rj12hco8B|QY6V@
zYnmK(puhzZV<@akjHR%Z1*1Av*>N~21(VCD0zd}f=m3Zsru_!ilda%sA!Q_g0)jyk
zxr48nAn9&rS1zXQ>qbkgSrKVB=k{V_Gmz38TURJVbO9*|Zb&Y;^C$`vB0PsdPNk(v
zNdzmP-t-<}(GyIqQOy?Yf@VUhK$E5{hS26qD?<<HaG|$LMbx<4fcx59Pys7K+gBq{
zE;sKgN+wepZm8_KoCfDYs?*q&=cz8sgb)zo;yB*&Vr4F{mi4sS!U5y&H1C>K<vtv!
z5vlLjBS~$4w4f)+W@A!gr^wXt)bj~bgUiaD^2&ij=tA(6RaSdRGNLw&rUd0Na8m-{
zSZu2cgf^ff!c%z$Mxa3oyaHgEB1wU`PX7S2sT9RmqFeEzQ=h59cBdh@jyX?a1x_jz
zmz`xvemr+2qh{2~+leXCpn?mDZA}!~MNYo+w5s#exdpgPy%R5~nuE<P#}OtIRW|&_
z9$_m<ek)oZ@}EnLDYle=jwD@v1;ZZPwQdy7mrAZifhr`p$l1qYxC?1%)RN0`*>RO5
zINPWQdAxh>FAGxvGN|+#)GE`qq+i?gH3Uv_mR1oiBZVq`H9As)gvO;crNqc>r8yaT
zRjiPl%!Lbgks<-tshAT#yFbD-k*#N&5t#-KmJv4q+#TTM2GcQkl7v_mvZzyEa)73$
zk14dxRMy0`=_R1rWi(sLTvKUEnsEC$U%rza#i=Vr)u}f1F118@AdxybjO{kC-1)Dz
z+M!Crie<>*)@8Do>py?@s6(y!t-Pd=wLDkdJr_F@YSj2O3RE_sH$D^eYGS0YrN}yz
z)m9@a3kt|}w~&OCx)J8K0o=6oo>s=cVX24=RE=ho%H%iX$&^ysR-I`8NDWIwS5{P(
zo?B8IYu!tQ8Z{Y$iI}lT5+Y1N2bH5XVG>2IXBF}Qe8A*9UJ@^OB*afWu#$R}a4}e_
zCeNmsk&>69x|YG3g3E~a6o;0ghoiWaHkaCQ#HfOY28R$7qy-?}_Dy!21e%=&EY->O
zq{f7qX=TLwuQaitO)twriCSG-zGGUjjHOE9^X2{XNL%L7uRyQUE0kwmX%#OzJXf9a
z)|MQHJT#`(^N3Ijk0}nXEs?G|+SkLCbaL9aS4}qUqB|rqmz-%8JhY}K2Giyt6Pd#)
zOvuU$X)c{1Xj)I6q<|A$P82C2X(~ZVe`o<IDYf7bQ{p!of^0|^ktoiC5S2+8K_rC?
zq=>el7*MgifJcP|VsjF!Y1U@c>agO~C~9fuW<NuWSZb>jgr&*SAStN~M5#x~G6)Q|
z`(&*tQ(?_3OP1B;-O(A_vdyYQZfv;H9cpzeQsu*ZE6si#N|=Jwl^E*@bxiB?S<2jw
z;B9G1k9TYLZMQ;|BC_YSQ`JyZM6dQw?CDgcyx;+1drgGMjN(=1w&$3aPy&)X=E}3y
z1$yVVAGfAZ>7tu)(xgK&s!`*|l?tTPqz`0}{#2$PL+z*`Ds(v1rq-q$QXWo~H6t`B
zrP(DY1|d+if<fs77!d%<NfHEzQE5dEpg5HRs8QJ@0CNLlV{$G)(m^bhS|2oR8q}JT
z6QI7_$JUg{ink<0l+IL@I^;#6GTH%3OK+)y7KJS()Gb7)lhffMknK)I$t~M@w^IJ~
z4rED^or59A)JYG<ICX~9wT8-*t&C^dJiO{u&b{v*TvzEPWoDSosd**y?TMx`@TMk1
zi7hQtDKFs+#*(9l5ZPK#Tp&6STO36j_K!rZ(%cNaBo@oEl>(C`vmp*A335ajk`%Yl
z!hlMZ9i@3oB`ZK}dl}kwKtj?a0Fq=V6dVA&KtsQi-Ky6RPQzj%A&Y4wg&|5QQh^zh
z7u1CbHj@O-_BdrP3Om!%s8emU#IC}4Or%t(YfDVdTVOtyyrv6iL#}G~m~n=D&_+|J
z1v-mG>k^?U+H{6%NPawIJ63|^L`V?S+lfe*4nk1Oz@}D1iP$|IN>c=>3j>E{6&>hM
zOVO*6UDikJ>F+Y&s=}Di!lS&y8j$OHKr3LOnF&s%rAr0Cn89+_Z!22#sNDFc%aa|D
z)bAt}iFEgtQ|7-Mr4FDiC{l4PgcYekwEm=TZ3Gnr6J=&M77Omu6QCJEApv9n00C(n
zp;AmJf$oqX8Ss(`k1?AmlPAJ#aH_9YWj9=nJ?X4TfXi*Aio9~%g{10ASxoi^_k_nF
zskhW0j_ZE%n_65*Lab-(^W_CY#0NiV7Zloity<i%Ws2=V()y|}>NQy*)~Hb$l=3{^
zEw@{Kprp9s-3`KNi8_mkJXNz*2I{pbm1Zr(y3J9Ryyl^{^mb#dVH%`Fl^}T~)33~2
zcbjnv3d$6rtw+~)*_GkF-a~k1po*Ihvvyx=cJryXHMUVIp50ldjV6@pS{hJcQrn7`
znnH?EDal0%NLD!VpKTqgS7f^lTBh9Yc$XMa;aopZ;!RRkD_=xGJ;fMsCB(o(uCW6;
zfISaoIA8a#8>MKcJu?JVRFQP|H082{C}|HorrT0Xl{Tf?0V$K$J*v&F^cmFnEkdWv
zO51#}%WQ|LBlnIz;!u?8dP8SY-CkDWo63n+PYMbIqVs4;P$Ni5-*0mYN%)eJjknv=
zg>B^7tJ$*%2`*Fox`;}M)SqM}G6DhLDUP>_fWaVVpvMh$vmg-J3fVYT3D|_;Cwzax
zM|1fR$LFixv~3O&r7k<QsYI12X(PoZ&`?4_1lS#5<LE+V0EB`8AjO9;Zf7=x^)q3I
zav|~*P@%Gj(xbLgpj4g6^%(h{y?8QdY75+F1S}qh)MwKe#|5znb%c)S8bLe#+-W`f
zXZ4f7{Ap52$GitY>ACCr8+`aUYRVr%G$~xn#<3C&te`m%P5S55CS`g8GUzoM&spg>
z^N-`+)vR*Q#P>3)G?{WB!sa2NUN8hu<0?xP8eCLW*X;-aL`b<|)Ra(#B_yEh3s#*O
z#r5+mlDxm?tY;{9)d{Mb6xg)&!Kkr_^=f3FY>@M<L8&3K^G(TNC``!2t(O`tsI-?n
zw-cOwx!G@SoC1%t{3eHqw_W(YA4N|<wJ?UBZNyPFigwqXZ#JN%p{ZCP%86J}3W4UF
zOR@{9ud1qP_8Jv07uJ^pxx3eb9Cbjp+R{RnqM>j>@R4ApQBNp8@zHXxZk)EU^Yyl=
znCt2{&!z`VlHub$I6?At2mO$8sOKN}4Xl&%{{X$JX&Cw(eL8wLzfa@%@%4&PDMu`b
z*IfrLmh+vU<L8%F1FL`t%&U#B_2<@c$pGim1pZ)g(~RTj8T{~YPW^{NpO*@olY2nZ
zqzQ>IZRm8<5Rz1WgP_{qXU`gd2Tnfmut7f$o=5WIs!%hL>9ITfa4<UKeiS#Pm>QmY
zX#)41;|dTpQIEcp^v4_=;~SsX`th<s1pB$$`2Ia`N91_ipaKuBK^gcT!{z)q*aYp6
zLB<b5-=^OI)a3j)P?+COEiJrrnbV%6;X;5&fqllFW^ecM&)4X2fPC@X_5FTaZjwG7
z^Pafv*KWgXlj+7Q9kJAnwipBD*M8l5aN?sD(`)Sl)*F$a9d(Q$T!<F?)A|0V8e=_1
z*&e%Z+kEHq#(2<@6an04W4HCj+5Vh$0DKO_?nhC+G1nVzcG&jckBS=bdL7Qg0ONf8
zPB!=+8*&FbO}dSvP4*+D;Q$2w_fxMywXe_Ph3_q*`%T7)AcUfo4sA_qKXo3?$q7=v
z0c%P5;PFA%wZdPz{?y)N-HpJh)$R*gJ&S6@dOB)4nSJOiMoL>#dgIBb(Bso<YFi|T
zQsOqJ6{)2WcXw6n*C{y<&kkux(%82wTI<mrQbO@2JuY098%R(oQk{|P=?PFFL==&~
z9(Q>+%nn<?<$I2E@yg`OyPOrdoW(@?v{u=+uE{WJjI}D6B4l_eT3mjZ%v4E(9%Ll7
z9;psPTdB5{mr}A^(%_{a8w&w50G(C_@I~Tr&~WDRunZBJR8u!mT7+z4z|51V3(_$)
zKGA!I$D8(QeVi90vsJBgV!6uJEj!ZZm=NtiJxHNaUZTURR1Ag6k*X>tqB(sf$J>mh
zNCncj7hqrVX#6AiPrLbd%-<N^D=9Xe$c|9+iWRNO8WsC4IxOfnT5Py?6~%p2sSmn=
zan~(7O%;jOj0L6G@MbkrsJhRzHwt7L0{cMxS8}h!9W#{nk0q?iuP-dVTsKop%Wic|
z>YOFj9*0h+#D0voWXLR2qeX`$Ei|%~k7^*~Bw|s0nw;{wY#Se&9vtL5Ppeu&^5pl3
zXsMGKNu5l*5o6Zq)1k84i*>gnB0a}RW@DOAqb82h{G~S~ZE;;FD)1zWfpVY#fD~ZK
z2FZYJCNwzIOb-%-5>#OFNlHZ9{KH+oUaxt#$nUgL<h3pj6m@#<DSQ-od6_-By`O8T
zzFNuV&F5`Qs!N+{z06)`bD}llbk4b|)Q@CamgH9`wEBB$MLyo6p)CM{YYW6x?aqrf
z>gC;X;AXGP%VyM`n-=nuRHn0k*;N$MC01=o)ElzakleRuVfgLTYF0hbPlZjd(9DBK
z4u|HdL?7lqFg#WBr^hcRt?B&eRa2Dwx3%pl@VQNOQto&hw-k$p)kK(;1=lH5ySj@Z
z+Cu8Z$x<$AeLc6T@M<m0akm^yhOFA7Yj}F)ZF;NBntk<Rb92Nc8iB}x&U>Gi6$I93
zbY5Kec;%FfCew{upG%!tpi!<%zM&eM0v(>ka-&$SR_0Y}6^QWRK&H}SL_m`{K+IDq
zu<-5=x@7spXe43QGDObv1Z^h7#qIMmY(;Mg9K^UhYE&j#-ZA+RYu|Ke)Kx-9IqlkY
zk3Lr~>eYmP%%Ih)G3nD6Qjo%`C7}+VbT?bKrbtUI$)v}41vyb3C%HjcuslR_s?)Sz
z@dr+|EdF9vtZQb2$?)4y;!;ypLMqqlD6nA*YN-jDYb;db(y7tiTgiG;FtQzr(>4#_
z`o+AwRrsO3xm{*+6aH^ptGcU|iI>Dnp0`b<&%Wiwxn$H4LvAgz3Ke#*0yN12pKsc6
zrofLj8wvfPA#F$yjMeeS$xc9cL5wWgRnEo9&T53}bY5TCmaM9kPoMn2x#UA(=#px*
zTXQk_Q)<Vmr3_n^buo1dx}iy85}r*UxjF6>MvGD0%0!(c5+n<px7b`}(+UBAQZ5J?
zi4%C8BG={SV-$npGsW%6;eVDs9bocq>A5c(5~FlWqjN^@t~iC>5}&70;i?o$4I)^H
z5}etR^t!!th&1<~ki;5sTP#d-Grz<&D*ExiNAPpcPY!(hk!;cJxxBQuuSHa@da{vS
zv+OwuZu5nB+BEi?iv8jt%rh9bS)sKW<&50gd^ewT#Mcw7&ky|Mw5oSqf1MW7aGmBH
z$W;lPv#h{odu+^Xp{hEiTh6Mb6*ZY9*5fECFH0$HVQx7kNkO%0M~iMv_#38JT)yT#
zQkOTxM~Dk`sFqE;9-B|LY~D@LY0>9ewjAriwM3}XE*eEPxo}W~8gv?b>TG1wAkVJV
zR;Z|oA4Mc0AiyWXVKE>LGem+7iHqA{2_(+3B*`WQnvgyKe2mn;jQ;=w{OIPFFs+Vv
zH_N_b)~QrVPc-7ppE`|Fw<enPUZ-2B@~%{bs+xp7Du+Ue4x@duKBY{L6>LPM$*ZQK
z>JaRZv3|{ar^T-#tUA4s&YN1ppmM{RXyu1JZ~84-?44C+<AV{WYdpTAa<ZKA>eo*&
z6*8w8nsf$bu|RqpNi&|VCNoaDmEVPrwjY_7&DTY?d{J8VpC;bsb@az4EjO5(e^ltO
zZ(5zki!P`+sbb#Ot<!AOESYkgl|`wc2%+6_+f<2m^-d~SH38`lmRHTKe*K(qd_viL
zujTW16@=yaI=5lJZ#8tjo5z*>+n-A3Jt9>mjr%5{d)>7QLc@NP<$dL*y>U~Ta$QOD
z9;Y=A*{7@S0@N9&bxt(%B)-yJ$Q@;EXKXIXc>!T;xDr&$sBOd$q}{#R7Y8zk5MX9Z
zT|V^f0!Z8wc*mYO+^YLAZ3`N=;L4YFcyE`_kJ?T(3!2={m*Lu>;trEuMAfcUzAM(P
zw?4^*K3v5mnDl$cnw2`;BSLACYSEV3<F^oeL~`4nHkF~xj#<!ogHWGDo6DOX!o4NV
zs@EwsTJ#=R-ea0bre2UE!*Z8LLM&PXbgO<`nuFFw!3CBnR0_M!PN&A;$Ho5u{G=LH
z&t>x$mlFQVzD`<|o@Av<lY6ywxlctxbS0`fs*|BpEO>P}HAZrwA+PNla%1_)Y|2?8
zO4(a`nisv@;9BYCXErGHTS8^iYsFQeLT;-es+)EkO0~Hv!KPJPP+~<&oj$2f<~2&m
zq*NJ^Ig1(Sb4%%iDjU*WNb`)iRDglrAhxi*0A5t)g%rbxFr*ulC}#j=oHaoa&|g@R
zEo~%fFDCtM=YPbws#kf@dR_@(PS7c{Eqi<Rf(vS8GUM7XDjvoFb6TA8<38a!Lu2l#
zVM+)s)ri7ZctJyh33RbF01N}6qyeOM05P2PAZ@VRRo8pTxa*gt4PHx7=iF23h)_z)
z@~0X@G)Vqp^_I}wW@8r{NI+JpFY8i(Kt|lON3`4&*L0HnXC%gR)eNxI<Tt2w1eBn3
z0H~|}=y9#XoCvO_Eg8vF7Oxa3N-n~HGjO0#2>?g}XDL#u)RhL776cZ;H6z~%2_zT>
z<_PlC$i<ae)n`pEJXajnfRL1ebAWIYf$}45z8LGmic=_)sEh?*Zb!U2e<73G9W#vZ
z*ji5?Eu@XMPUP-3K-)cgZJ(*!aP6|4K|bI*vDX7)2HPAQ?}40xMl+1@?3^!%1Suq|
zyH21GNd$nU3kef`dLJXrxP<1{L$D%ZBFV6hk}eJeSk%O-?4@T5Pn!M`azOs<`6?jf
z001X)M*Hyc+!R1=^eiK0=@jr)f|IAtnCH8Lrx_p<q-O`-#{}G|q8YcfC@CN%37X*=
zPCeK!oM#<3&U+2^+b<o}MfPjXSV~X5N2CA%%22O9c_f@G1!yQ41Y;Q^-N@)GJ4sg6
zGnB~^ik2H8{_SfnDW_Bv*i__3R5+C^i2*4<T0uF&rL>x57!X|vO!87wCh$ojz}$)0
z5-=8w(O@7YJAgCpoZt_J*~U)$?0RfCQPe8p949od-q580dk~KJ*y9-(J#cr&0b@l7
z01<@|l5w5;3}<Y74_}zUEqw>s)DA`y?_;P3IqlqF9{9ldd6yEYb>dRBT~T8uOn@Xn
z^wuYEMiC$ZsX7>)MTW2m9Yx|~Ulh^ezJ*-6`N>$7Pi-!_OS0Iys!Dan+HO56h9)jc
z`C78#u!b06qy;V4oozS(l_uHwdEyO-H2aH|3!_h~-dBWMYWASViy29`{kG1HQiCpK
z$2FygDGfx2UX3xC+8!@VrBfpvZz2m~rMz3$D%Sr1G^V*po9x1?V#c9V${S_DDwR{2
zQAF5_4z{q6=wSpYy$-gdB~7gg0P*do?3S>69rEk!+3`2e9}w2lHx=2<*tOd_Jho`?
z>K7e5m-Y>#PPt%3pj4*E^5|xvbkCP2W9+__%aKf^mlB}~ogQn%Bv!hTnNT2VND-Gp
z4~P*00odLkW2vPd@az&oQWA8HvWNtYPtTBv$DGSApIp@N-0v(omB}7aR+{DP+Kt)E
zo94{r-AdxRsTD3_*uGlss^Ou{kx-^qDR)J!TZW5{jaG{mBkPL9*mLQ%IEkOd_3|6-
zhUAwlZ86P$Y<P0J<J99@ZAZ84n#B%}BENUN39V4A`yM6LZq=$$!Wk+`qttIIg}X|M
z+6w%Hp_ZL%d39xS-@~`rIc#$enS92$c@@n|s^GkD3qCq6*UiIl-kjOFUa3l?Q=+{M
z*I9!O$F?KIlUHbeaD-V<P?I(&F{8k@E4(Q9tmZo~d_war+7*6l(b%V5Jjb$W_e_f0
z#nKeSi^rN=$f3ZX4K1lnw5TeD9Jqufw!jUTRZs!~QjEDuKv`0pAwe*_wn_pPvZaKS
zsc8vFO6;<^gGa-3+yw~`MuZPB=_daG>2!Jb{{Sji#a+#NS@JACL(@46$_s9))AR}?
z3bns?-jmymG`97^%ySZ#N0UzqYEo#7(G?m(irSFl@knhf{k!8Im6s*^%ug40N~v^v
z^PjaUwNd)yChEdFQYjvEnbmi#noCn>L_+IqxD`RB3QIF4%7kQ2j}{`NCh5FE_!j#P
zJUP|Bw|*e``&6vJquWrQvh1rmx5=6H=MylaFeAg|!X;PgZo4HYRAQ#6@R@1NEYzeB
zUra~mZzX=r{{Re>o?&xhva7y}%X)=(mxq<yv#LvtKbZ6Ho5IEZ)wN4RSrr&kYj>Sl
zsq=0dv8sjOt6I~vsut2_IU=b(G!@q>0YH;Kyr~5~@CIfHAdO7;f#rNSA<L3Q;z0D@
zs2s#=dBV@^vGJMDu6OwS@aJt^Ji5K>einJ3PpsP1Ik($(^)r_+>vm-xW%EV4?fzcO
zs#fci8>#D>*`!FO*IkKk&6uVV0hHX8mCP@;YT~NUd`(*(9<Mv%UoSZ|%o{qt&im(>
zHw$jHX>$jem5au8oyyKwT{k4i@|$MLwQX8A?8tOR2e8s>bz@(CGE3=~9=^N|-gZ0O
z*N@^8mb|g5+7!NANTk-=nJV3xSi0@1pP08`xb(Yf;(=9ioceVcw5BZk*4<MobWKBX
zf~O|<xu0F|UG|0BwBAHr{Ke(`n~wQSPnz^=YT&QGYS-+0z7$C@?^~CYSFEa4%K#zC
zCRJju%e#)29ZQlYRU%Jr3W9@5iMS+5Ou&f%g$WWt1|&|TNth8LQjj7v=1%cz!5a$=
z<8z4j$VU7e_(9|cEp7fyb7H+SnJ#k<&#c$12v+U?0AHuwQSbVsDs^JtjdY@j>18fL
zsIySEC(65?qS0%VxKrs78j{Kz7LDSbrE%JPi=Thk)XD|Eh*obnxr)txogq)sDV*GX
zZL?`x7yIl$W}_-=cHNCvzj=<i2&U9gPm@7zq^6NJ6lYUWUL5T|0pDlswaTftAB=u@
z_}J!$GH$xOE>_aHqt2Ia%LkV+Y$-BeRH`vyO?HuGa-!e1UP5V$x@SY1U1iW9+0=TS
zSrH-dn&j`>b;<t#2X%YaPm5bhn$<I(R~%cLmNjlsGjZ2#DEy_g+N*M|#hX#2UH1(|
z>LhE9+O=tqQk<aEB0{RUI#kNMC}LEJ5YWjbRuX4Kph+V@GNft@CcqIE!jhDTCn=6(
z#-AZ>hu0CpKiG?YUp$Dtd6UZj02bDlF(q7)>X$`HtC}-cv}P%F2+OTp=7oP*RcnS_
z&0e_YveVTYitvw5sL5L>O-&J``^?Rsv8KW1Ey>{D#OEVCMOK`ya=OrGn7pjF>Q@Yg
zrXsV;OShLb%8lu0HsWPe7<vVZT3s&Sq%{2LFIz3w>d{+zAgP$VHuS#`-|}wcBIW0N
z2`J@De8`aHV(sPJs&_xF=(S3kWJRk<{fWx^I;i!P2lkAYGhAxhjKms|a5XPfWk^EU
z{&;<{mIsPUF5vKI_IL7XtIM86qR+Ukd#{?(Xmrk9&8kxC6uGh$Ve<ajrN8Ifl#7tS
za%I(U)@saGXVM_dWyo=#m?jhuYzDWP&`7**AD$2dppO;ch?yo}=t<Ho=X1~V*@IT6
zThwXL8gNK%HD;p@Jk*4x$6|X^=wW3k8;25vyZ5%#21wy1_%a*1V<Rh5&C}*YP{}HO
zHAM^t(r`z-#OK$x2`C$ZkW_rsp*?T&BbnBkpsJ85H=SvgDXt?*pvM&%3ymD0m8rij
zGMWJ;M2z8kgM_SUL61ELQl65+qqBsCe)nYsl6L_i1zE;H#`|qB&?M?3$ViV}Kb9g1
zDN$ItQ3Qz)B%wzAFZG;z2IS2`uUF+?Eb2A*ZqsY8*!HuPXs;BPqt#JIhMDZRP^BQa
z+@v~{6fI~ZWhx-&i5bks#E0$5(h5{6_WVa2QhFET0^5L{@}z<RCw|!CyL<z4TDQ($
z4c6tuUUoCJx@BhLw(0^SN@12wHlnv_?4`B1>cWvrmjOhnWUE$l#fsGus)sEtscR`O
z(dyIbZ|6}VsUW`JymB<*4GzE+91Y1D*{x2qHvuH+Wh59M^#C{8O^6)HMpaic0OciM
z6EItJCy_qllxLRO;jZHV$;YYNj@man_4MoXIX!#&@qr*?ZSmLR-@ni4>7FMy0Fnrv
zTS(IUhnToHq6kTtIty#48uaI`vuMZ79XC6A_WTam_#QrlfO2wA&mY%~xXd3;9u`2_
z2A2fHi<q89Z?tv7g}E>-8$k29H@t3dkD5mPcNoTS2jTkP=baRfLAQPX0IB_Bj+|%H
z`2PT28=Ezixr+g4j$EMg+F(WyERr)voCyNLz((JDU_TPe!M+DGtIF^Ff~pU%_J-HT
z!}8)M5rRitd^na~4l+5NUG4t>cy&GfKktUu?0Wu>5Wb__uG$TH$hbOBOY$1x-3kZd
z>CWBaV0n&qIJ0I>N6$I`0L+i4Pvi3Gz{D%Jantqi{dC~5vO&n(au3gc<AeM-7K5DU
zJ#*KmradvnM?b&4zRo(}2+9Dsn@G~#df;*n_|5_Ob@cdW_1liaWhXlvj05xZJO)W5
z1!G`Fet)6#`tT%wgzvr&#~D37zv<tD0+1|4t~$;68Pi)}T22T#8SR1TpG~*egN$wK
z!1j*BXCQSub>BPudXI+yQlJWPzB=cxr~vfb{{Sun)$4TYew!w#Q<B_h(b-dktwAMa
z3Du<<h#dw__ycud4DgpE3*Yi0-oLINHYD0UpD)kX0;;uGG*}WUbtw(Ti50cD<BlyT
z$U;dePON1|w{GO)JXB|iuM@Qk>SVh@(3H4#^GjP2<+QaV&eC+PwpN@IA3H7I`%{Fc
z4S}d9i7yhBEAo8Ha@&^VTX}`4m!DzHB3=neLuyXtqk*l#lIh3*BV!(|8#KO@RjR;-
zhL<BS;8t7*?ybPCpyS;^_^9M@Mz*k1CKCl_zydP^BExT<C#9xcQow?izy@>?&H)5$
z0KWGSa7#q8U`mdu^~kL~9cjyPBp@j=Nh9BNwIt;wTcxwq9ZEZa!UDhHmdm<lJ2nWL
zY`rk*eH3*th|2*)rS}++%gv!l&Yew!>c~&Lc#}>v!;d8^B`qgPTWvcIyOnK#kO?Xv
zoM4W;AH$0kv?<Ie?v*&D9Xk)Yl#{jwz$6T$VM+v?9#`>INqoH9&NQHHkxCgv+Q5(v
z;HzCuIw4BOb{kVjP=FOF9wH*=b8$M`O)(E-crxWkh@{*PTo)J#3Q()n98?z<q?C`@
z@sS=Xf=Su6Hl%k@J$Q;d$?$_yw`V5e<(wAXixJf%(ITZ0-cuy|{>p@g+gh=lr#q4{
zl6JLvq{O^b($+&rU%Zf=&IrO1aky-5rFA5M--$`!cf&nH#Wy~!`&vX<4OkY-&0N>y
zz=D>=zXn5PaFF=-Ta{muQA&)AhZ2WmNlsH0d@8t=cyTKaI{Sf0C~ay|irgvzDH(|=
zDpUYL8i_G{IW!b&Ly1#uu#AfD7KEh*C;*ii0^|wS{G^;u&-p%{1ZQ%Cl(k<LeABmI
zr1LMFFkGSX_LEtPrmA+QD`HAYo~bF9k{yRW{i;N6pm)@5>TMB7QhmN#XVKum=yQ@!
zZ?8@ZU_gaRfeM#Rio_aqHY9iuAx3R2M~Mz2C}K2b8$e21WtLk*ZJ{6~DM$bSI2XrU
zl{~q2p+Qv+<y*xf5Eqpx$k-&1ge4&el1T{!lA=lF)EZ7yGMuco3K~iGvP{aN0a}c$
zWB>}(qAeH^`rCi$_2W1X$IwVQ96Jriel%Lr+Ek@%5(zze0iWgb<C5LblBK8wq!OZW
zj1A6yoH9J-=RLp5+bXehRpmxysF9>9Iv#l~2@f{f+}%ql4Y1M>r=+~2rKS+I6WH9K
zpsV7Qw7forhbn6;9&VnUhLTpd9dSV^NB|RZZcTu>AYzXb;#6E7g0G438iwg;XjpQl
zrlHjYHq%Wct!h$<075~5sW1eR1|iSd8}^X$cfbvRi~j(bQR<fi@*ZiJR;9J<QZ5NW
z<rJ~xN0~MhaHon~T1)bywuTvb<u46{ug|T`{{Sl1*nJ`1UU*@<CZigV?bCNq=w~G-
z%O$F88;4`mpExLE89CaNKGfe96^|Hv*}QHSs*)vHRCyAqma_#;C5geeOL8k>I?ftI
ztpS(~lpwQDYBOs|SW=Zp^m@u-srU<49f<OoAzyfesDu(QGn9dznd*KYtsc#PvOlw4
z%yx6KuKP#eXycus;`C0{@fB57*09YTV*9t7;pk?a_7HoDcM=I%QCo;vP_$#@$}egC
zr|rPwyi<qQRdCK8jwzFbP*UV=NZ`my8>W7(&hNZkRcex|x6(*WGHM#7jO;1J`q#UE
z<wtm|t~yPl$qrZBOnbvcV!v}-3(`o?3ZWVTK~9sfLD;AOGB{>W{G<N>A8UQbQ%~fY
z65`ZS(rrtjX>2J(gaxYe3s6Wn)S^i{`i?x_w_k0r4!mG*xEo`C%mRM9Z^w471_{~J
zfsxTf3}<eHZ-bw%*vRAQJ`?O`*ar-0EV1n8vWiJcLHtE0;uQeM@zl8L$&+=J697y=
z$2G*i@edMTds)P|v+7E-C2Fs&kYNcimE?qssrM2RnIwdQr4#8LkNHQQJ(5XPCz7t`
zI<swEN$tJ@Z!kVRKDpy7U-E=JSn~?ruh=}%<^KRC?u!!iqEsz=rjZ(*byM7xL#;+~
z1x>WA>z1O!i!k4Gp|_&C+MEc~2pHqegEiJw(cnNm$RB~o81K;J9t|0-$2)nglY^Wn
zE2jDDzTI}n_zpUBdl>cyR@#uiXFZWec$}eaP_){_zzS_`DJnr4g#rjVZ9MagafZku
zzl)@%2qTGcF9{G*WAQO#aU*XbiKon85VkenNIoAf8wR^V<b~}WHvJA=yqPP$RZyqQ
z6?peMQl4gQGJI(BVu=q?=A%K5r<s*C$6hV){{Z+IxG(-v+zYg*)%$~-c7;w{x|BE!
z!;uS|wyTVXUYAfsvdi;7we+O0%BD<Rr%{_yiqaJ=`Ydd^mBBtzQ?LGL-qwdI`Ef<5
zURQnHT#re$En0HWWY4V3LXn8VORU6>eVw-)mo`JJM~e-Yq)UC6?5$|`ZT5Nnm|h?L
z&Wcr?&i?=ym+vlT_^Y^~NPf$tS1a_i+nlv|$caqoc04MR@mF(QQKLxqTCLb4xR{~!
z!=p1AGw-`l{P6bI{hU3Ddm`W*cl+D5J*4d)Y<ovlQtz{l&2T2^M-^>^1(s1?Lfda9
zrj4gmQC-B{{2B{vr4%&EsP9`}x%PM3AGBW3@qQYnIA;Rky_?}w;a#ZX98LFyGT|xA
z>rbsnT|33Jp-fT(QbN|^s-IIzZEe>DfoR#cKRr1q&r5>KZ<tk{Uf)z3x{9chDs&r~
zbwVr1WhjYIq8OD&Di~50<vv<e-9lVOVb$Zlf>7VDiwl&o-kDCmuZ6c;t)-uAw&*L2
z>sIZS-9?R0E)6zlREd`?mY!2pYl^Yv)fP*!Vx|OAxa(wj9Y*C%-_2W!@p8hnzqQRY
z-By8drkfFU6CK>KCQ@Xjw6^S*P_|tXkk^=mtwE(FDmk5;etPk)8Ck(=5l3Ev)j}z$
z-N-;WQ2R)AAdmnmMq-7CveLBboO_36`%S|8S;IfQI7|Nkh@>@jbY;SoB3+|>Y&i%%
zAeE^B#`AcT($J$Bh7ne;E$j;!+3(r*ZMSVms>*(CMnxKt3Ji&oWURRJkG{hwb$ZsK
zts4Ba=LkYZ+%0&{HPoM9<Hk8y+W!D!8?tTEBj6)nDaXV#+hxTz+7PE#<~mS>q`15U
z>u{t3wdqPzsaZHk8NeKG#&Mh{czIwX^%3XO`Fys3GmPU^D@o~}uO9;PK*wK?`EcN5
zNw?|uIB+w#69OPyXm--tX+JiPpSHqpZcTG4&r)hm3!2KgXsTw9It?<bA-U9vY&yk0
zqf=r{HWa6jqSG>Gu<S-wu;b}1rCe9%hpT3%%l=H*v^#Etc+#oSB-Lifq}1-KR;yKx
zs^xZ7Wx-IJZN?ONo_goV3_Ap;_bFs4Za9$QtqQ&5I?7m(l&zJe(CQpYR@05T*<nq%
zg>2#$9Vt>2G^iX9dT|V;Mr)U}T8*;-`&N+M7`C{O==5pU^)@{&9F|bbc4;)!KFcVG
z%g8LPmsHY<Lj0sQgQdau5X-D3M6~+ab!gEgOosvqgCvgiLh=My1FJiR)ay@_g0_(2
zP@_43bx0}}wZmzdoiyAd=T`2>E!A0+#m3Sh%4KZHcH^ZsmzZ_a8AUEU(`YG9sLr7d
z9ZCvT4nawkluF!Kl-qR4dK@XvGY4Bvyy=r5x)PZU2Z~b6mE~$*?uH0RC{B_%h?fhk
z+*0WgC)KSNqf}z8sgdTwsnk&=Ks`@wQT*3fWw&C~OgFNir&XnGpDks#!_ob(v**I6
zDs;!EH)={@>E&u%<w0$Tt|8eWv`5s>lv!;}hti}1lHTemDXJ7gj?fYTI&M6LqtD|L
zjRu-@=^YHo&~oRAV9J3>83!o@5#Kl<{IQRx#PP~N&N0x8ZaN<Q`{!?$efUpXRY>(J
zB{HKG#lIR<IPb9Ih+9i>mzqP2tf9oEY1Y!xpcIs=Nd%;493MR5RFtVbf$Q<d@W%Pa
z6NLd{Z{@bp9Wb-=z6+Leaq0Z=#++i6)kJ?khZ^foukrqz8P3TjbldXS*x<(8XBz8I
z&*}Ym&1wGtEPjXQ!I=L53HbSR>M&!^$NZrG0JEKs86Fwvob9ry3!BcL3bW<kRLHPc
zE>64oYPN~K?SCz>T$d`94IkRd6F70hCYL^)6(P#Yg!sIo5gwfxu(72`O43u&NYV;%
zjj@7pj-v!^zaOeQjkO`C8g;Zf)2LfcwBi!B+-<~^t+x=MQnW29DOwZ?RFXji5;*+*
ze%Aj01`>Q0c&4w!w&`xh<gYgUznDCxlG{3I^rTFjRdn+Gw-fFm+d8i)0t|gA(`(gj
z?|H{lB&TbD)~%|OLbH~hv1P_Vutj20oXI8t%TU@RNdP$1Bo({{DDhfxQB0bYfNCg`
zQlTCvX%tC5DI}_y#S#;glGCdsgt7syn3Kaw3nXc2B}C+E$Uf);e3C{t+p!tq__-s@
ziwcFyn>OG6&_YY}+8sTaNG~;!DQuzH0D!!a=Pk|1$m(}HdH(>WmnTY%4YUUpCQDj^
zR1gDbR;LD~bQnn_o`9a*N_tfW;!+Z(;JburN%EdXR1V3&DozFl#0`NxIPNN|%`-)m
zBrZY~1dvga!>!~Q-$FSIaxGIDw~+0?Nm?Wcf~>P7&VU~kq!W8${Al;xtt~-p*5EHt
z8gTIVlh|jc<B^V>IS?yUsR1f#qYYs1ks-0L#`sc!&fD$&UVkD%yCH&GW~jkI$WwAu
z2pWIlZQWmp8;pE7RYJNi`dDpjRxW6ufutft;*4kA?xdU^y+G~`cjoFif=HFZRjkOr
zyR-|B&q;%g)+m*Bz$yYDl)yR|nG!?`jR%#l{kPe00*6~xcN$zuw(Ld^9ZJaVPTc{?
z!QZ#>`g}N|NSyWNr6i3PbxeevktnqA8gf7>d9tC@bw40M;a3mEuQuReU$tUP(||+q
z0!hIgOG{{vx-vlne?fzos<zZY0NhQ%y@yLg^_*Kv4hs-O5we6EYikl@-xpS=lbjMk
z_>Q>k_;>5yemcTIn<=R1)s?IzUj*dpKP04YpT~Wv%0G_2VZ$g)+C?r{+a(4|M{EO~
zOM7#S_w_xvmVO!hU4OJol~j9zmdz?c&^(n1330WuNlT8QMYfce5TUJ2;YCdnQ|KPk
z$#uk_W-1_<Alv{6H@=&4`7zL2N|d7{SViSlvE>prII~E>4K&+LgrzN^C>Y-$bvXKD
z<G%(;Stkb_I{iQc>z~Vlc3cZcS`-wOB`QLbf(leJ6bRUY2s!VZ_u%RRRO^YyW88Gd
z-S~Fji{O${0EiJ|6U?3OsUHjDH!)F_Op;F4(%N~)Njl-_<$^qvRkp!VfIvTZ?=<HF
zJB<FaIC@w)9kJU7J^ug?sr<XNRuB!Qq7PDGd^ZM2Bjiu;#}3404aPCH#~)quzt6Dv
zZ^SMcQ8osCP$GX^NKb(ru6iHme_L|7t0axL#(Ex@+ow$T>A!vlB>TRne*5j6zcKne
z7a>O<5zyl!`fdF&z{HWUJB)liKMo#|0Cj`%AAcNGB+p)lmt1Q1_)c@zBO_tA%Rh&v
zcno(38Qc&(52x$U@5g6UcIY=fb{)EP>;^wQ^T1^hzr<`pw%Z@-M*jfMhB+bu`HPJ{
z{_OcC(=mM~NaqJx((%r5hXp-OPULmRT%OnmIX{;iay1Q)r{*{7)9Lv3+>?xT#^8Rx
zU3dz$;O*S!>A&a2b?ZBy$N({>45cLMLVkmn>DL0&obG#^XKlV<?Y3}w=eHe!*mXN~
z7~k<c0z$fh>yLmv{X22nR@lhLrry7g71k~fKg;^zeqVb1`db4+wg8Y%U;!s@Uc2|=
zG<eGJ^Goqr;g6i0g{jC?CG!T%s#7S{M4#SLE?DRj?W(JJ{{R&}xfTqC5Ah)jM@1aT
z1TXRF_~)m{1J{j~uge|1PDvxz`HmrRDOwhl2?|PrhL$1>MwZ`cu(aZK)0is60wBe&
zX@Uj0j=eSfgs<99G5KSC-W<8S<W;FRRf%#|En9}0A;q-pO1%zy^!d!GBq2o}dka%*
z151sm4ksy4C-hAF8$3my5?^PhBWv|4kf>e!wWmqs-RNC(J1kV}1vLVVCSLl(l`BQt
zc6nQX7nb{r1n-YK-}06G7LHPQincsg+BBac$>;kDrCzIu!9+@bG;P>uLgc=rBSUMt
zC=D?&In(CMrO$AcEyZRNeT~0pja$JVhyiU}OQ}|QBhIN*%Wn3!;y!}9MZmX&TVnI1
zu_e}Hdwn`Yg;T0+mm~Xi9%G?SDd<r2eAE4+y`OOpXdQv8q2W~Gr;l())5N%QDpC-t
zgrx~ZQw*tOHkG`|MM?sSbFGHi%%1Z$Jr}Tiah@B*6xDO6W}3ALW!Eyo8meOKEx-hZ
z+)CVTV5J73F0DZbQnC6SdCG|<Jf_JDj`L48LH__7YD&}4ZZZJJLNX5tYwnuNTBM~h
zq(hj5Pl!$eM0t&-LK1h!?!3au8T;)iJ+`1;d40XMBnD^EJU{ZTwRKlvE$DMAT*7<%
zEk&hG2q7QzWHC{y)Jsbst)+g?WzQ{biAf}=R6jI+(?1!!^OCW4^LFN<&{3`%7Vj!(
z%d_b4<2vHjmJLo4p19@tN^!yGF1e=#WVW0nC*vLk{g}O~cDI36@O~}9srw*@_>B#1
z6<2B>{3T5-WgvEzwWGr6(No0|ikfPrg#${+a-xovD{(CX;(aQow*8-=d8(Ex6~v2d
ztqvoGBvc{B))M0?6-8~)m{LYkA25ejq=ge0vmg0DoQHwVPX+Z$x{SC|uYN(@bk1Z`
zA~O7CRV7-}2ljIJhQk3yO4(uz_*VpmngkS31BwJADRH?|Th(OQ^W->v>r&s6^46n}
z7e|QViita5<nB%g-*cWky2Eptb?YylmfhiW-j&MDRuuZ>zh1B0RVuwsyH23KD=VeR
zl~9>3Vw<SZ;?$x$PjO9&5*?1&LdFLkoqRY@9_A&z%gRE-iKV+_TGblk&4QBLHBhPQ
zOk#S6CA_4wzx|ka<6*@=Z{EXuTfjRX>_^#qoLY;t+(`Dnwltg~u9B9fnW}nTEYD_Y
zU1`SOb@l!piRNo+l~9!gnqm~D(5BQ5*I>I(!z=2$WyhOg`W6iz19q*tg*K(B`f<h?
z3qe5xGpz;@kiiZEbtOqSWO>QWc*NXyH2FztkwJkzTdP{YOH}$~cVs%?$pdEDT9i_9
zFbO^Q@)1bp3|qgLT*tev8I>5-PGDE6)x^m!Jo6DBn^cidj8@xCm6Hg((@~sLh)WH$
zS_Gk7dNKP{d2P;)KzMWJMSc4g?RLYj+;KT`3z%$DWVvl6i=9tM4@;=FlGJ3&qeYWX
z4=YS@Rg%mC=#=YhtIEX^uMU$jUf%*0MicRzON`8ZY;<{vAxK(Xf_(I><3dxVXgczw
zjUh?;bNeCtC*oeu_z!Bh#~I<3JTr*b*R#Q>lUGc%t=b+8r+*b&OPnOs(pPZ@)R6N_
zQ#A{qC8eC8<AC<B+A3Z(#5iXTp{Z)Fo|cr<K3aJMH&a{PsSLWHsBPAmZ41h{QWH_)
zPl$|8OD0P-=PEQ_YQv~r)Mt|VDJ`brT_QC$p5v-qry@tDRS<m1NK%yIT||d40x;fG
z1=D?;ziKScv-Z)S%C1$oZf;t;U#Q$J+8n~I)GDc?IW#tAGenxtu%ej>uV+)bTVdjd
zTzTnBeQPRLnuPN<jS2*aRI5%r87?^5lQ;J5R$^JuQLM2RND4@KAc7X@NKpqtDLRU(
zyuq6N3Z)1(<asmWra5s+Q2y;9NkoF!QbNa@A5$diAhznxu8HI8wF;%JIl>l_;#L$1
z3TZ@TTGN?9Y4DYJ5~Ul#Q3S`8AuYCo6Dd|el_SDJ!eFE*fKa0#N}x#u<r9z5>%vdl
z!O8ys7H8RMw-tlRi^epSLmaxfZ+Hw>?ihd<Biyt@J-S1V#F(Esw9=VXN?bOWW%=#L
za$9Yt*zBJZ(r#uOGAj_ErS%ZZw;M%DocaJxl?iZ|Qd5wu<<thq1o@=({DgT)1rx6N
z3vajPwz*YBJe7?>Y(=C!sR{=<M!6#?JA5;YxE8mG4-h<wzG}<lpE`M+%Vwe1WxE;$
zr+QbZ6n}O?m*vW$Mx2^7*vTUXJlHZAQ)vlXY8!F#zqFt1*V~@b_N$8a%d<Y&c;^Xs
ziMZR}_<M*kRGt{Y3^axqrs5njzMaZyW*TJVK;f^td+hGM>xoj`^lk^+z5_`^O~QDG
zWtv!~Xs7Y?ZZxNyDO@erDXLm1TdpX|iKt2mN`esDGNnJU)u{4rIBR+9hJ{d)r(AIk
z(w>T>7L-XtPR3#FO{uYj>nKTHH5S6Mcsr3pn#fa#OK&zZNlJiF2_TYCw6>$)ZT`G|
zXB?jUemrzq(4$*-jV{mT?1LR&vu9N;%7qH(nDQbiaT@l^P1sD%4>*)%^wPZFeNMXS
zkQ8{cF9m;Z<&Vv-Vq4s^@rh5pc|!{6x+&Jgdi|MsRwvu^c@v~J1J1hXm8gzNg-33p
z^HAr_i!Ik7Ms7^kqXybqQ6B`a{?fgNZ-#bc_A7*T=8B1ynOA7)`+G#%dy${^^?#1x
zjdA6+*lkJ9rt4mXAtx|Nncw05&-k!=h^LO!@TVPFKZ8dDe7T-bJGRox#)vGHgOx5c
zgL67#+p$hFxj*+i_54XY<A0vqc>ezYm3iVfm^`GX_z$w|y46mH2B&{>Lz<PNPMs<b
z?K+1pVpueK1UXJad6yoFi1*FG=CY+@FE-+IxP&P_r}@FpPG0g;l=Yr&+_hBHExKgZ
zC={qx@|devF3Y-Pw9_e8ZLI;9vsJk&l~uP*j|I0A<;X57ON_G~ORau;pYnmcc-<a3
zE`DB7m&kcMyr6hrz4@nORc@AQ^KS-))pI#&L9E*~i=LfHg=e)Y9Q!3r$BjvyQ$&}e
zOL{E%P|FWF^<Z5MdkAU6OIuA`(E&2mO*KLk-+5^&ZPY0VD@XxZlM4eVCmu&zOGR5x
zSwqAr>8hy~O(lIDb1l72=Xkc+G}Tn^rA;q7-E9SzQbN|Gw*^WGH>dvqCF_~I$*=P3
z#@8#kgI}*)P1v08vhPcNZNpWaSd!c>W!dwX^5My-NR;|1k}38*8leT0JXpllyxKyY
zT9xW>oSnvcZ~1=?{{TGWuO3tX0OZbEJ|Hiub=S^24&Jb!_-4H9j#YB=nwMqSQJ%*z
zs~qa&moB4QP-*rJGApZyx)NHrJo}EXTWLsrOtlu41Icu!*LV9hxRgN#o=0QtD;dV)
z{>vSHV{fMtQB!v`%(B%oDcWs4+bpt#HqskOgeA7o32gvaBPufNoUl$iTxYXX0C4JB
zo*hEh4^pVb6DUP1G|H!j*3(R(w%SS?a1{Q?cVS^k%nDTv%80<nV~xjNoj&e+`t<nm
z!9<>eIP5xSefs=*{CIMe%KM|Sr{k$U)V%IKEp3lMuo%ee#}#t6=vKqn4%=p0@zi$m
zv5uL~sPy9SZD4>wfHedg+S}XA3{U?6h`1I10Q%`gBnubPCc|THVmf-^v|5N6R@-a`
z&vEy==lTQRl8Nj9=ufWM$j+_$V{YG@lD<}5O@OU5^PKFNdCyJH?!Q}b4P3Fh$v9>f
zH{aUP(2qjjuTlA)91!7?l#w>D-abO}zo^7#v^)$%@oE_$82my63q;8p&#tm?-j%BW
zVB>u3NzOL^02kNOU^r&E%g$?KlXlCss^h7XQ;?ThqEMQ72$@uv0l?g-vk8(xmnmuT
z+DE#NG3B<}-<#IT<}Cu+sno6eX{(a7%LG#>>{J<KNtUt@(S72aw-us8k`#ok&n+Z2
zf}$}>+}ZHa<1?7|RZii!teT9smg<|1w_gm#j?#Aw)1x6zp^AGYN@_X^khc<*I_iAK
z7Pac|t{&B0K>S;&VwJd4rAr7~mmjl4+-8_k^+=q)FL%iOuzOOj?7wE7Z?N>p<9(>&
z4LH>U?V%Mk93VzjSJlbx-g&TQl8tA(anP02!vnj1EMMI0=4H>#C|uZ8%KQtei#@3}
z>fyMd3f+#4Ww?+TI?~)im8qFIZN<$FIAoRUUYE|V6PJE6`4{1@!p+N4r&BKIJjA$S
zRVzrPH9DgNOsms{vrd5X&oeDny=khetyiPQn97NwDN1482ttr`Zw3A+R+n36my1hj
zNJ0wdhSahXl`UaNN`|GC5RuSe5s|@l1H*@lE?wOgW#?{k&Dhs{p<RVsr&JkrsgQ!H
zGMSKvXNOkG73OME1V)ONAR*s*p`}OJxHoD~0I1=$yczZ>YB)=#qlX5R5Ze`KqOGH(
zs!|gvbkY7kq0}MdtqNL~-ewLs75Vw>e~o)f_FLP|DcW8s#JHCkr0r#EuJ)y#F~wYV
znd-{t=><<4OD<NSrEz9y=^Ce}d?g`NWAI@OGu)QE{dnuL`IX@xnw-$(P3<C@tKHf1
z<5g}76aH-}cEj2v!fuG}RH&k-6;T6_9u2)uhaIX~!VI1&jWJ!XL#tdhI-=T;?6|c0
zJVon~Cb3a<O?k1<wXaiADOAvxWyx4ymbYo~!by{<AD~Y+{>@HRc(vu9iHpC){1_CO
z^?O>i%<D^-wANpzUOcR=e$lvYnvrf~xhs!Qpi?3{OQuYuRRfWng-ei-)G%3bzXn{$
z<*mud`<AUqxR{if^m%m(C7)4t1eh>uv6+<WC0rEWJte2oRum+-!}3!aVv`9H9c6?O
z;@{eD+Fus-f!lr<z9m^k{{Ro*eVgHQyg9xeA7+*6=V_^x$7_uxLK|H(^&Ckiktj%8
zNTs5r2zlI(DE|OXpV;HHJ&5f`VqYDbdC%`hIGXEwRaW~*XuU|n9RBY9?_8)q!|Awd
zPL|tqyQo(Zt*AytFuF>NG&3W}i6PkOelv<;*BVmVb<)zyYA7l}TL>yaAn7F_<F}^q
zCDfw4)RrU$-etr((~ZpXTy1DjQdEV8^&v?h6p)}()NV7vx{VHq%?_nftw&tyl~^i|
zY17d2tm1K7OPyYnT2d5ZQ(97E#${zqO_?RYprk;PpuV$5flZdUk!QIx%Wab5i-02(
zKDLmzqn7=#{{Vh7ic=1&QAu$N(Ujnyn#$IYoY_;D1zf0&0)QEmWWfg00Z9{@K>Gro
ziRVMLbgHOB47wYT^JxfD)19;xt+0hGr3y9)CnAVKQy98`4F3RaS2_7jI+JT%mgN@c
z<^1*1skNzh6~QjKTesmd;AK^+G?w8;sK{~y4#<)FDalGi%zHXrYbh!96XCPP{{SKU
zP|)ZV9#mb@s?w`4om;ee<t<bytVz&3)+exINO@>^qb4)H%;OHYhf=m$LYDDTN9S?u
z?T(ULN$Q}u%Oj@1=~?fPcE`uB52c6V7o2>yrc>!QKQPg5!lgRv)YA%y1KQy}?1v>O
z<|+<T*F6q<L#uEsO4OZNQ-lPdbX*^{Tw8)P)jLXJwv{e|wrbw0?-I^f?$~^n`>yRo
zDYW-QMr0_2B>^5i?F;)lb_?2tO?MUI0<*InrGA-x&lcbf_IVVQRpg^9{9}Zr962?m
zNeWA^HC0VgqDt1atf=GkW1UD#t-BGIRZe-QT2KtK(eho5A-O0@qdFAQfpM?iAxKG3
zDme-vK|?C<sngL-X^K!SyHbqI`B5A5$c*D_ZE~HCmcpAM#K#Uhm8Fz>>sOY72bX^V
z-)$4LcsAcGd__}l9&6rLB=;%uxrp5QMLoJ$WX)9%*(ovT@#M+OWw9Qt<f*GNWF$&T
z5>lY&qpnf&Ue4zwq}|7B)#;KRZ_E`MDk=>-RHr2lDGjbnRR&%Od9as9?ozY`XmJT3
z=hwJzYB(1eTXgMKuqzbXZYq^aC~`(p;t*YJu<vxD66bZDB0_|u=Evukv>#yJ(!HD_
zvxsp{&(~CTahlg?nC&eJ8mr-tL55#>RBzQPgTF`$X}a#=#R3FMfWyfe=cS>)CS5_-
zWJ#GIvZojbz>@Rt$B5WyX<A~i1Z22<=Mva;!>LNZsL!`iM3pksgrYpRA{9K@Z_HC^
zLe%3Ua^nOz0v*5#P*?*ANiBU=iyEf5?+2fZ>^aO$W$14yhdlV@SWB1%4z%JH<1aSi
zR218a0|!czt#ahLX_Tq5AqOQp8Y<TvFruaB)TXz>VT7q~I1&zoG+bM&I&=bd-cu@t
z6sQw6N{Ju{L4b9?hykU+>5m%kk|8QdfCgfakgZ5ICJxFr2IL6TI8$OY@>JWcCB&1A
zDIs9sZH++x0O6-&--HS+7*yJYMypRt?M$hymn4^D%##^TF&(IgTTq^msPWuXSnM$B
z<Dr#0hFS|zErY^>omh`1qatjH(on+THp6h_0K*NeNq$GPskIciiH@-Q3^?1!N|1&V
zj1sVW&8^YdfikAKje8U!Ajx?;oX}#dHu5x~C2Lw1LUcBgr720!6{r#+N<y-!Dh3H8
zf&fU@#Wt`83=5HXIE6?A6`@H|2?7D}34%N@BuRi%BGaTxXM4R~X4bgVPJsNnny9rD
z)4yf9fhki=S44j)x0cC6%5)&Lq33eEZ_|KL<HW0~l|G`}hUHUgPuA&?r8r~BWyuuz
z^wg?MU0Kwal_@DKtt2x3m1Hfk!>1}KJAu9l@87oI9OL-<ozoNPtjS7}^GI-SfTV?B
z;{!=K!3Uuj!RfyfjD}Q3aIloj`=UXcZ!vH{5gM5hlC<Rjk(E;#8GtW4M1lx2AnkGr
z)piXcD{|$y<4rj_n@$BO4uc}AP>oE64hmI;%a+O%KsZXZ5J23Lr(R4&QBceolfP|N
z1sw{EfKdngl|pl~rmaUyaa(Gf<3U3u$uCA>I8(U=w}qK5yGs3^2DKuV<5e0pQZuhG
znxhTMq1GVQqK6~C>o2;?kHBfCnoQPpG~$9(g<yf6bJS)Tj^i>VGyzkRm_ig%wJ51&
zOa=McN{&(*OT=dw+l6VAq$?`OC152gDp1N2f^12Evza6U4W%aFhb`i;oZ%#ZtjkJL
zf^#GU&RCL?LWhKj7X%V8Wa^tc9gYv)+wmLvV1vJI3*Aa_um=Eqd-wW&9B>s_($YgR
zT5&*o&8URDj<^mqu$NE(yg)<0Mh?mY`EZQ1E~l<qObUaoHqxd=aq^b(5JPk2L_?_5
zR6-=7guaAoSC$+ID^@aPZ@&r%bRdE}D?w6ZfD9C>Vn8O!i)nL&a4@75wxxw6r!rNP
zf)qdyp$0)CRPU{>qj{in(13f6gM9DUf2RrQ&%uw9>&=1*Iub&buG=Lbo~OPCbAiUR
zXRa1tOI^<7A8T^8UiNVqw%aXHjcRgj*2x>K{{YxYr@1X^_ti0SG82G=rsY!J%9h&D
z;3`o75S0)~J@5&@>J@|AsNqvm(o|5j_csz2GK|I~1sFjcLW)VaBpETPnc|S9(cY&2
z0O6=8z%mX|;}a4kA_M{fF@&YzQ!?pu8)Y6;eQXnuHLXHRCsOb>+ykU!gMv<W;kb)}
zjer1=zjK^!Ps4l<;lkeJLYt+_LdJyx$RO>E$z!k3_1`0L!X_vh5(mH^o=7LZrxZA(
z2U7$PTS<^)5LDriX8!;%Hqc{ZgiqmJ%m^Z>V1giz*t0S%26>6Wn_qMSH^y`D=s#bN
zP6x6HDIU4c%dh%;cm~+_Qa+!b16v=E$LsLpH9Gnm^0v6uN4!0Lm@$q(INX3n_`o^O
zPv^ur@$1bFWAcNMPF_5|b;u?)$wiHD)?rFiO1&PG`{&uD(_BhQkf*AsgAP;3P<gf_
zkb$LcExCx%N)lGJB`88l)}<&VDN1ssDM};+r63YXz#H$e;+DK~^U7B<YfV^o<yC00
z?YZTdaT;K})!SQAaMY6WLbOJK`_oQI1uyw;Ny!UjCDPght92o5<aM%=Kq^zMtqBQ`
zQ<xLpN`_Q~l4iiQL1kzStf6UjrG<^Vw@|Y&9{yagH&h4!k?4cLZ;YE4#;1qtTJ()r
zqr>K0Dtc*r#j|~>wrZ5x{W(gBCZxqV<t9tCiok6Z7;>3Qj5K7b5}xzpxDuo0B`Kzz
zRE4Pxp$T}rwI~3Tgq4*NNKVSZBP0z<R&<P?6-bd=w%c6mYN=GER2xuniFB#2)8)rr
z<f*w4R?Dc?LIR3bozj&Y<A!gUJj>^`%@ES+*Pk=%u+k6rNjDYGP>i4kl7iCbI>OVS
z>Od*MSvVQk{Eymi?BV_K#b2x8y`*M>iS?~WrhkVyQ1vTnaI7?!QC8Ys$dv>oYYnML
z9x|ooQS{1w+o6Px`hjbBB_(+sN?KaTNK%qJvRguokce1BgyzbTk4)Yr{Ac)W<W(+l
zyLpL5t5;(->1NHfB*(a}Sx@<TJ)Lo2y0$5+Qi?%(uO<sg7$s*IK1+OZ_}0FBQCw})
z<HUB^u<7#L6bm*Z!a|*WMNOusT$0#N?FysJ9UufX5*iBIir6Z3_mR=LLCkBCLy1i-
z+H7}JuQFXtPBx_>Wk*_BN1FQFBPBs;Z&&<&pJ#Ha$K~$1w{6C{wQ(pV6smJ=A@Z@l
zl@}KGu{2e(-E}Bhlae*yqmM@Ree7?uJ%o8YMJjiUakQkRz9m|ew%sTxDN&%MNmF#{
zQVvq;+<p9jr4JzsT2DX5`%%Pr$^!}lmWYr|J8CN~5TulcTrj60KtfWKH!w;{fFYx_
zW4CG1V^4W0MMbHR+-XSzQ?iqx)=-jkl?K)Z2cR1QM;9~6)+-lm7}BaxSf<x2RAtFj
zsDZXUl3cI%NvJ#JDa08_D_58>S}rz)I1_}5-Q|ZZu4{_wq+fM=B693HB}z3~G&dQT
z<a&%aZ+Xc}ODw3r8B1XTM5PAWkdUUEAvsDfGRft8yv65Dj{Tbj`(D|)EcYtca%7Q8
zWw>ocDpM^q=*lFeNz?t@e(`Dwz|p^@y=AX0@*p@@8H1<2Z6yhTa*XL9NX?v!MX*x~
zN>iyTDaoN|_i_|&NDC-c_6Qoz3llDpPN>qMqEiT{K&HlvB1@_h6qJ@poEdDW7qpj3
z3yo=3a0`3mgUQsXv*<IJsmlGP#7M9e5}^gQq*Rpil2GhceB_a#v_^C@<!Ublp)ITe
zGLt&cup!Ec`v%>JXESpm4H2haRN0kum6oNdW2z@gTP>-=_m%=uFuagJEpq5xPHajI
z0+PU{MX$Lkd}$iuwEXb5WU$P4n#!dz(wRa~4yMAg90ZaCWeNnvyRjW*B}vOW$!-kU
zS0XZyTmZ|byg{|hp6r4rNDDiYp#9)*tE<_!g_}&KIYp-?sF^V%B5s$Ni#e5RA~UE)
zlm}fKH2NJX%8;*ja<CfRi*Zvb6dHBUY)`e|)TGF%uBhx5)cew00W*}QQdXBEqBu%Y
z;(WlA6%^sItA#9DzcedSX-TfrY4oVV9CX6{s->X}tuH)RI#Q5YaSfz7sR{Dbr8tx+
zBMKn6?8B>bLE2jDH%wUet*qrfB&xkLRB0|xbt`706)q@wZAEbaFcK1#sVnnaR@p0*
z009s}0g<UtNEVp~Fegg^n8X>vZcWZ*69hygoy-dZl#BlW2$>OvruUFqyW+{Vsxv9{
zdG@Q+SE|q>u_N|dk>6%3Z5+6Na;H+CJUB3>U04|@N#K%^NUhOrO1(<F?FP3`Rb>xV
zDwJ6Zk63B)>v32z(vVD9t*LD(rc&Ba;!2f-gq0O5&0E~2x9XL7(U@tQg6aL2LQLs0
zCPuBIG>Iy4QVZKhE;8$Hw~!klg`H$6I$A4g>AE4pzb8(nFi>ieZaJ{wC5e$I81vMq
z&6W^U;cc{~qTxu&QtN){O0s8&h!NvTKuzQTTamE@wg%~vZ!?Hwg9gVbSWdvoTp>h_
zfhN#k2^d<$OZ01s{JL(ct!?WL-e!RoM5a>w$rYJ39Hp|u@z%7)akLP(#-tT5DN2>A
zDR(Xl#?GArBXn9_T89DZr45Ktt1EIFQ;dZ)eDtaG389CO&$G6N3yrTS&`_0Z(%KDQ
zms+TE-nWx(T9?&YBUQLBN?@@rlM)JL8PVzM)9l69P^Ou1r~{>K6oq3iMQY=sM!hLj
zD(f&Vi&_*l#im6=C~0lI3M{D2GVt<Hw%$XlW!BzGOKB}7N=Z;jFs!74pdwOkZU{aA
zQ!x<)s9f$91jNlLViRZz5oj_YM3Q1=QW6g2+SqZEXF#|qD}EtjiAknJtIvf@eg6PD
zr8-O16csZSr$WO%%On{HLy5xLz(xToB(*!9@{0X3g?PN$prW%HD&A$5kf!3nVGrn%
z`2hgOZcJCBi3&(tPbs9SN&|+{wu|oQYL9l<N|#2Shn!_XEX2ubQhfIvY%VjT`#Zi`
z)Ex?KX;KrU>j3cP-4LqITQ(hP^qVQ#{bG2E`*g_VEY%!C2#V`-lOHLMC6z;EtwT$0
zAb@}X7=#c=f(~G!6gB`PKn7w6>I#kH6Pe^w86*%qS%`uO=z16$NV-x*pHHS%U%jcb
z<W}i!M3T$SRN^R6X1b})`#d-r@P?jjCC1%CRk~Kwji(w(V0qU>ZkF5AX%HHs&Td>+
zrQ2@AGMlMVs>w1!7;^>2N__7>OKUAWl_@2n<9Omy+s>-q_S+t;^6K_&a;YA>KicJ@
zLTQp1(<Ri>kc=iegT7)PYatj{zI7ay&zlzdxrbDZ8s3_NXTYe-^Qy0<(KX1-q^>k9
zr73V23euLF9_VcyNGB?VCQMv|cqEAs2J$QcIzc*-2MtiNZDFv38g#iQ&r9osMS$Zp
zn`$*kLVlWGX^KsCxGzbWMp~!1m#LEr2yIS5lGAHyEaf1ng}BitNk|G&KUILVI`k@m
zjSgCvX}WXCeQ{uWbViotN)w78Mh}+D>PS!lerh!1?+l>ck?h(`stppSK&e!z?$f7J
znjy^9m|vL8$Zsvyv#q5kQkam3LQ2xK=^k5(E{ks5FE>)7O+_}C{r2h@fhMD+v{5ET
zTIy(oaG)8E;|_w`%s5oiO0c9SN&zP<Y%XRF;w~Uw!&!qQK`^m!NjK0NNFWgx*X24z
zjvP0rR#hUD)n2sns}rZf!k=2yxUuVO(_BL-WzRK!SeU_EZ?d%yd46h1Lb8T3rijs_
zu-UG;Op{Z9<Fdn#u*7JS(BP2`#3^Y|jOVlIXUKO`6B2^7I9ys$z)D@)2A-<bfpjWT
z(km>+XiHn~Kw?BUR@6yRr{yYbNmJ@=Ma^ufm8qqx%O2^i&u&xJ`)}MzKE-fQC9a7r
ztT`4us(Rm#5))F{SX*z8D@T<70Giu{gpjNZl}ePGZ6uk{3kf8_B5&4t*tJ0_@o!)V
zfJr*0(+6NgYiPg<BWSx<K&ncZ+T%!Zih63yh8d|+su10AlOj}B0culeN<6VCl3iJC
zNm9aGPLkTR-euoSS0P-HBGe$kb@5ED(qyvJv4u3Z7Ge~E<+@pr+M1T8oM^b08Flo4
zrdFV}u`Sk|X%!d~73`23H5S=KBN_H#D5#=xMz1YWV@XS`JlH7;$L}{-2_nCs*KJvl
zE6`vHrJ-MgA<*I@xXW(TUy`9DoH_T<r8MG>g&*IzvI%8Hxq^WJn3J%+_UqJQs?fBO
zv2hS)#CSj;>`6NBVW7cXj}C<f6R~Q{Rw=5by#d>TbP%_h6#0wM?TC=eAq@F1A<*u%
z5rWd1K~7V^US-3yq%h}~5`DoI1wruCw7kF)>EUe1g(b!qTZ~7X7+M-}#JZLqEf;W<
zxUy9IxaJC^Ti0Ydl^#nFpKYj5M2gce-EusnNMXdvY`D`7HuEY%!>B+*k40!L331fA
zQg$Ua9l-T&90a`ERR9@n5}7X`w+WR+1=NxrY1ZCsw(@pyre4Vk!f_jlxB>|VVlOf|
zh|<&0^#Sc=fDOspSpgykshf>{tpaR%)dsr_>DK*8bjpKF&5N!RjkL`@mR&I>`*cUW
zp(|4|glCv-53=f7WlKu56s~5(odTm|vst3ilRdh5_6hPS)6~THPAW1Sj3+QMhvThl
zK3Z0WpF^N2zjZDo{fS$oA|)cpsH!ZV+3mkcj){I_vnlO3`>JX)b5u~a*3^fLRQbyC
zU1dxt>L6($weBlI-@W9&5Lei$NK|$t)0t(+(GwJTk(_p1bg3*$i?USuRL7Ruyyct%
zr35Bm0}yo9_L~a<eJ>L;iPAEXNdjU<`@l25E6#v}f;tUal}>`>`s}k%vn5oZ!>zd7
zW>}p<sxnI|OoJCKvg()Qttyn#7?73uiCTkhB&s>PZ`qM;==Ti@i!NEXnqih_#Br$Z
zR9lRc$4u0Q7Pc9c5l$fz)RzJdq$zFbQdYIi&mM_Gj%rO?QQo6m)pBlh#Yk|W^~WqJ
zX+v&kTW&JA?ug52#Oq5-4upcTMFn<Rorz^gmm)QpJ~Ha8#(i!!<tnO`DTPm^y0Wii
zOAcX)ZL+^(emjk#Q%KYZO~;^~f+l?L1__(*7)KHcbsMXl$pc~WumDctaKqBCO68$K
zwV%06_aOPQXwavqqFi=U=9c_}A+@3ClA|LJG=N-fc?iNC_X4)J2Fsw-sTZ|AbZ6_e
zC?(-Ott~CVsLe}f%VImOw5Z{7Mq7F<MYTtNQjn!IrR27CxKr&}74BKxa_N(3b*T=^
zv*xoY##a03Q)-NfD<vW`k20WyEkw7iNz%7l0EY&XH<#BX8YP!?TaLt^79y$PGi9Zv
zH!?ghsIIvAP-TV4{mZc?rASMmNhx#uNSIs|Z?W761c@d^^y_|Dq<ka-A})3Wg$_|N
zB-?11wl=fUySAwkgt&2NY)|&LWjf0)!;s?JaJ+_Az)@~Vj-{kF{B3GnB3x}M2yl|>
z`_#K8>~JC*P?obDTGX*71jR;o4!C0^l&z^?tT?8Kaff~M;X20+ZDW|#dsp@w@$K1#
z+g5yt>?0*o9BMAKAbGC1v`q4J?v*V0jp<tsg%C=DhtJ4&jWV%TcHg2uQCw$~+(}F%
zHpM}-1t}g=%>_n!Q+ZHQMweEVWCsb>%%G94g)(#`j|^&UACS4jlA<I>y#jB!Or0Z~
z#2suehlPuZwRSUAYCUpwIyDXUCQ%aUMM4wsUq}ux+v`A(%TdSf90kRB8e4KgJfcE~
zYBWz}yeY=xRO@m)!xSdA!iu84U1*Y@B`ZqfOJQouE<{_=pBfg@5H&PV?sI0LI^Il%
zDG;GG1x?JCPidDKYIAH9B1=p>f?SU|v=ss62Sd%IYeL#NMy_5exv2A&rfN40ouo*M
z9p=&|(@+wRYG#)=P(zNyAdtW@9!N=XtpusA6C_+_l#p&nwSl~o;yX^V4zY=Q>B=oC
zl*UkR9vB2gwFW`BAXpJ0?RMi@*9Ars*P<#kMwE$+Ph4*!S`@NfYCs7pjVY~8JCG7u
zbOi>>I2<>;%ctG;wZgmNfbh9(^717nt!k7;lO6-0E<-g)Y#k1v#04q2k&AjAZ(E27
z1thA`yxvWzJ~T-z)ZhnHihQZ^qb9EasVQzcYH_5N<ohcNaSXh+^`)gL4me0T8E3`1
zCpi5%N@_Z(>T*qCmL|H;axryIxRBmf%F0<*qyP(Z7<H!*HK2|d5J5~#q)e`0PN3gF
z1WwU1a~wFW3Iq}F7$FuvyO+*p!0LR48f(ql0&P+i=T3`KdZ@Jo-IU33r86E<A0Q?9
zEyhw@gE_LKIMmq633bGwYH7fI<JDJc_ROd4CoToapxpGxwJ2(dSPm|hlIj%G$Z6*P
z0C@C#`BGYvgg)3Qb)~E+Tu21dtoo$6&=*#xQX@FhV^A)caZxUxDUUA_t@`VYrCw56
z3R2*|DJTr3Da!o4K*la`DjgPmHU&nF4d*EVq%l^Zyc7FQ8WuuiM0l4IyF?|>*pR}&
z3LqquhZSguu~K0sERqN*n4fwS4!V(I4ihXK;^YEJxH6oEOxWgv4x(&s2*UQ^y&9%a
zMWp)>E6z?}M^dFAK4m?W1|F9UwHDUg&3Z%4KEq0J2z|9RAgC!KZPecuGfvRsNTOV{
z$nz-jX;P4>EV~s6E+RXHDNLU!D@sIXiqcw01SI1rOvseOREmAyZpdPAgqF;@MOgx$
zS8b@Sr29=eY;AEKeS|9sajb=;gv*Mwl@%^3e8Y<Z(SuaB=;-~R^QHG{tcPPw{oo6A
zlH_pY7uBaB$WOM~Qs<ZwfEI;t(%fbu$|W*j1GYn;02HW&Sc??gf-ur^WdMZ0kZ&3z
zGIK_`q6LkDjDu*YQGVl8dP0=!cPjMx>xD9zIj5Ztvcj~MOVf2XDTf9V<+!HZX?j%C
zpd<srwKmhJ&SIBckmb2j^HnM-QdHXM@`^{0rrk@y_aMG-*m^VWc}{5$u=)uqc)6=g
z{?b9UZfhc3WmIJ;r>d+Zv!%%?T3vL^ibz`v3Lm^})HvF}bIN$ON;u;?mvoMF)7XVW
zfkLHoKHt<$DcMMh^reRX0DROoWEI7o5?Iu<M=ms?5~9lWj0XiBN=9U?g@LR>PIMAM
zDGIy;AZf_8IkYQ@LUNKx6Z{Lf0Oc`q0f-}9L!M^;0BvXsYM};W5MODK^m*z|mTHXP
zd2T$Yh1UG?q-D9NON+r8+i68j7>q9Ym&Mx|%Zg1snK5Z~2@<LioXRG%6#=(t(nD?`
zht%`Vr3zEcrD;N)bOkLs6(~8o9_h3d{g1q<wJHdN<BiIs%=6!FD^6tynMaV~iFyjp
zz2yb3$qFb*Qc{%&GhVk1Hnk?8!ro9=5hX}SQz%->!q|ECl!oy8jj16{WnsbrE-d8n
zH8Bct1j3REf=tK?C^2m=qL5Rfi6ErOiTosyq<~xmY6ekaB$!TRCv<~lT_+MIpIeJd
zTuR(k#i+4N@}x6QQWV=k*4=F}mh(p$jMIe+DNa+AfUr<h54evFJnyl5LGn`0=4FdE
zE3m2*h;3D=jk<+Pw(bbAnMGECQea_hN`WjX2ns?ICNW}Ma<(67YW(x-m*ra9X}D2g
zu`M!~bIx*0ZxkUaB|2MEZZ<(1tw$=+?%<^7iKpQk#;-X1FjV7R{I#vJ<T|gjqU^G2
zOLk?ab2P#CQ92lLE=8QvY9cLG655|1Sx=hlMQtn0J+J#UtM-w>nG{c=mx}N=9)E?G
z-6^K5MO$qOx>|scOD;I$4HjxjRuZPrh09A?k-OQRI?n*E@069g#bP_Ew4pM#!)pp*
z)Dl7#QWU(%kQJSC3d%>it9hqtR}IBYnCoA&-Ar>!gyTse!uu{eJ;zs!sShew?DHS~
z&A3W*D5>+Lz5Y;EDN@w!7zq%Ttxd*#LAea2-2UyikM19BAPp)~*;&RsvPPp*eiwe!
z&RlqwxoI}NI*nVf`KJ~Hy1dJ7q*|Rvt1}ERnzCp$=-LFdGTQyE5$3{!Eey2k(uYvf
zsy9z#^QxCQsOhK#A;G82LxU+eMxB-1B|zkyb<R3*@PBB#JI1>=S~!0lpnru`rKYp6
z;z3H9M6#Nemf2Hv47gibgY7NEsX@%7nHctZP9nv7CZ~tK-D3+@Qc_4$Ze>Edw-Q2B
z(}4>?QVLR_6q06V1XSBb<_Qg|l<*)9i(sUXG^pxJxH|wxu03|)eNN>~-B@jIF%4n3
zttsg%VV5N-i0!3HTdo$9<g^mne)EpuCnTil!E>VXBH3Fl;c(Ipq=J>ToZzodPOAIb
zLC!bmI0;qfTnbG#RA^J>7_Vtuh>(=wY31oyZ_P>wWRj4ulIp;~Slb7Ts$}q{R<+bs
zzO?r)6pB=alxi~m#U#I;8V;2Asz_3bK?q7pf|A!4TIN(X!V;|MlHn>yNFzD$#GHb_
zkOG8~1<Ez+aheQNwwB6O?w1`WE-l4r3tH3w)K*dfI&d}#!axH!NT%kv`GHdustq<<
z?vyR|<Hpcjah8%+w-)n?Lud&)RiP_ViO0UAt4|rm_XzCQ9OE=;t>OGHi`G-AYHUA6
zL0MA4QZi;odc#UVS~CQxGnpg+Kp+EE`l@PWhU#iqW!#}z9CfrPB}5dMQo(}+$dE{}
zJNdTc=KP`MR^R!ptbNa^wrPVMK3=<g_;9#y`8WsrA>~p30N!n5eLwGJnf^!gFyP|=
z<a%TE>5jh~ar)Yup*<3t8v|h%jk<c{<F^E@!ytIo1OB2tG4qYl*XVzj8iA9y^6mY9
z*N%uu^y|}co$-PEf6HvEV1fyV5vJE1t?RCsR0tAd*Oj&N#>aiLj{6<>+-Er*JLCB8
z->>rH3NeG+?bCmjMt+{WZV-E&y#YJ==lE^IvXvbsG@Z1LgG0IKcEA!`CNvwJ29x^r
zjB`2abDZRDj@T#kILvLIjyUW<Kd)cc>wYjdt8A+uLyyaD0+NtP8(7G(u+y!y-{yB^
zAe95O07j&ZZ|V8tkT}jhCkLm;^3SL8KRtH+XY@A5ZaS?gNx?k^2gH2`UH9Xe*zPg%
zJ+s&1dX4x=usr_&J-&a>oN5qAi0RPWbK4s6t7^%?&s^iK+hA^Uzkc7B8xfFkk%9@q
z$o!Afsq5-E7Y;v~`%NVzt;Z135)SH8)DnQ6=Olstq;Q0Q4Co?ujV<MS^pVpKL`VP<
zR6xFyBVp@(zBrG+XsVv3_!+t=Y*ibfyLN?3sJx^pZpo#=l+4A`*g#T3->U`~rZSbO
z2@0353L`@N@N*XWptkoR==W`zGF7$99$M8Xv#2huwgl_aY-K|;+zSYCF#|B@63Sda
zaJv=8KykFCOSj*(M*je&&hZ!FACR-))ou%Fi0muA_p~ULAK7y*NT#C_Ju;2$dGc8k
zl})KOA9)M%R-``Oml{bG)8k*AejGW+73R4)$V-QkRa-8+ss()1ZilZ()9V!XXGE0^
zb#Fb!Qnv(WpJn!Z<UV5(JhqmT#w)5NXTnHSi5dc>C1X;3&?3-!oOM*`%7%a-K@-dX
zfYj?C5*9|nVsRb$HBhnnHR5{K{{U$AJ+sWqVmtQpRVoF4_KGPKiT7n9l{tr`wH8z-
zCP}oW)P!k>bcQ8+B(<{Kcm0*tF6}J%akaU#3aG{P%FhpKsZ%KB`!?yLUxjzHIW(}t
z)fqg%v^hyyrO0i%nM(~suT>&SOjwLQ{K?YYRLMSgZCc$q+wN`Qe928!W)0JDJZd3J
zMONlw-KxsBBfOSbaU~M2G*Z&Gmf9nhfoV!<qmggCtL86;{{R?VjkN3zab8K}*NCes
zoc%t|zU9-AHq5)DgdxUgcT#-lYoxz9%|@MBVoU5aw1_nbC<$h$rUDXYNhC~8P)Gof
zPQa2QaX6h>vVcfY2|y-D3Q>SS(A<Dvk~9%B7vIj$3Y?Rf;ns)aHu2>>rQ&jhOpi^q
ztJMo*nKGzPP+&0fjEcoVlI13C?;_2oA>%S+itVu;q9OUxpi$(+TMx;IG(Q!dD(d%L
zm&xA`HYY7DE?9DMto>S%$nHweX}8t4SO|vuwA+s0yPQpZ`<TLoQWbh7S=lgYG)Xes
zo%<36L8Y|JaO9KTB>X+w6`N<7H5oE_T@Ki(vq_a5iE<;<;#6IZ#5j$*;|PrPE!tbt
zWT4J*Q5uR{M0rKMBZQA2Z|+(67v@UiUDP|q_P@E)U!Y#mIXbF^V%oB;UQku)F($^U
zT{EfDSgBmotMJ&BJ&Q6#bW)+yo2Lm5IWB9>)8cYT0U!};CSpJUo0%lrO9LPP1Ytos
z$V5bfAe}VnZ<O9FwUt`&PvNhc4P6%msTMW)blei^)Y%d0bsLAA_1cwX$bM}1CD|pZ
z6sQs;Pj$BB+SG=fRF@r$Dgs1VOtI<v?AE7q7m$~Gx92;#4a<vu^uO(;Rw*@JW7lBQ
z`IP)x!*5EBSdB;hfqQeth{VSwxQ8n<Z8s3>Za?i02Q|KC$AJF;4c6Vu&fELNl`EKZ
zDA4KFf~-zoQ6IMGw=XT~)T{dHHyw@57HgB7H7b4CMu{oQA$Gkj`cfKpmj&k~2vsKG
zCXD&t%RjXD$ES)~`S9V*9%J}(@UzO^Xmc8oe@e6Nnw5`Hy=U_J^{G<7wfAjm1N7^=
znD<4^Po^qGN?mdKg&Nw7;}B@HxDXj?A`vn{7beh29vc7zo9*ZzUlIg_<T;Jt#<EOu
z2cJ%+<b$8I62|e%Z}@}c_c(3tS37!g0)>CkYL^`=!R+{Vjmv9W^!eDEPQEGk+f+;D
zwr)y7rL#7-S*Oq$LZhh&lT2F5S2fl4Lij@Q)6I)($3^p6ong`HyuIa}rE7B6niU0G
zk**}r<viWJcUP&=>+t8plK7702HK>zK5RR!bXk+5H8vCJp6pGsdGA!Fc(t+o3|4uC
z%r6nP{M!oq=5I1N*;i(>RiN@h__E?myq~ivSDk6e5~f&n+dAH<+4rpiw=6@OI<-rz
zN25ThM`dWPAGK$gelI8%>$fi}Yn;lnYy7F_n&rs4Z3>lQk5%R524NU{zpgaxG1Nau
zqE~HLHqAcTsmDVUrsY$vDpW<Z>YtCp!a+i%Lo!NyB{HQXnI$WOqyjCXwb-qJDj?+`
z4Tu>?C!OqMYGOI#&__GG26E<?SF2m|xkbv}Xjpu*sMW4mQY~&<OQFi;{c5K{iTi5t
zr*j59PGzZ1zNyrxOuZVdK0o%9PKzAJRT;HAR%NjJG?U`Hmt4W;M=UHG)0Di)<yEtO
z+;^SB%L@I!%@=ExO1;ZbiF;75+ZUPE^)9VQvn!D8o0g2ra2;aeomq5MRZ^y{meVb|
zqWe6&O?bQU5#ZMMkKz-=KQ}qUbzfZftXp^Gf0=jPUZqOpw}(zuSTw7e<*v^Cr9M1L
zH8$tDYwbs>$!#c`b5f~NZS+6oI{VS($A%BI>%;Y0xy~L~SXP~zF8$}1Fxa%{9Ob*>
zEr<DgVOln|7Q(h`Fq(k61yVZV(e3G1tDa58OiJIWi0(2QV6y6il3OVXDu|SlphyA$
zF_e(AawHH6d6X+jDI&roM&QQUUch?mrXOD)EqGhAZhNBt0OvP>c{jCY!mB2uao?7`
zkKuYnIt|Y?$cXYT36f{UsfwfWCP8b=o5`lCa$A`iq>(y1t;tuF{{SC;F)#jhQE2zY
zKEbB)!<833KJ}5y+ZLZvRZ>)mAyoTG7ggI<emqlItD*#%ZPS+AII&_vZJJd&95~E2
z+jnc=tHo{Q;wHuCFE9K}+%-;OL!@6YxqhB)*XK)iW4yKIy)NapDE6gomZM3LP-?)P
zO_9udQm#zfnvYJVTr`MoDv<l|<S@T#FM;k%_*45Y?Wy%1XxN<I=G`BkJi74f%L=`Z
zNT|lAMzSgPdz{m{9+xJu4xKt(!1koSTdXnrLYnMqts)aIA?2($p-SB<66&i$vw+ZT
zpr9R5TC);?Bm|`>0F?ukE(IhNWyN<SrcnS766VqY1|}{|;x!=LUmieb+BHfo8i{>K
zawD)Vx~;;RYYB1H%4xbSRW#R^Gg~NaA^9F~j9YcxVW$f8E8Q-yDJh6m&oSnZO9mnx
z3)x9iid)`sN|S+~HbEnx(nn0}*-)!fZaQkHH8~z+3PUS2X2=0B8g{(xP4q@U0V-6P
zl^KsZ;_|W%g0kC4N*-Si=yCds(ZWynT3f1pDkT2-!%136868mmo`?O}2k&IdLP4ov
zaA8kpgO+mxB{v!=24E`W2%Q8Kg+a9s;VA|L_(4jNqCuHTlX%)~FmW)gmIzuf2+lE$
z(}GFpalYUjXW}urd?`?g2+lL^<tMIsecTa@j-5BhymsNbwQ1@rNGaT`5=K4U`w_pP
z1f2XcjvwkZKLH^~0bcI-+@DPK106}&WcSY=t4>g+(Bc*n3``k?CJ8aH8V#-nnCDJ%
z0!7M+)(9~NLL*%wX7=9?A0=pI`?8+qgsV#v%CV8Mpt_6<0gt_%$i{n&o*fI;lG7KA
z<Rv3efl0~1R_STQ6n7*3v8Zk^q-5?v8*&<&k#M%|k%UB+tSD`tECNBn>zsAycRP%)
zd5Hj~?wIIC61Z?QU}WURY_BILR+4fy)HcW%1m;z7H^aq%q8n%^NK%Ge^O%Sv0<`#7
z?*g3xDUoSOKZTQWU4zm9xQL4ho@D6&27tjSIRImQI|6WWdwlV}I7{3twj(^H0&v+n
zN4iRYAaCe4+ot56z`2hwLONrAP4VCH-0U_uIUF|kQdQ)r4S`C!gVzUh>(_Ih`{#^T
z>I#)NB_nY%JS8v<fw9=@sl`;LTo*HWBxwMcu$Z@)fzI^J;$F^^dvkVeIy9jR_HQj~
z7c7@tY`hB=oEw_4?CDBYjV4;7w-h*3Lq2hIrOz+RRhx3t#6LK0PX*N8PRhS5h#at>
zUKP({wVHZlZeUDqMItR$qKcc0p~#B2WxFMa-fDGJ-AgKg6|xG5s{a5Q4#=nT4VPlR
z^A1Y2BeL_1IO8f?5^5DzU14fyr&|xQmm77Z<qJVl76?}7+>Ye;IQh+aQh9I6i4DJ5
ztD0p^NtZZ5g-nMo1Q(vI)F-&4u?m?91qz!sN%E4UA(s5<QW%Wy9mI-FQq`DdAQDX7
zW+!M-w#k4uo8zRXKk&@Nl5>C)srO`Q(EN`fi#%Mf6@DlwypW-D!<aW6*K1pMMJ~eR
zPc0d#$Cnb_^Sr4yOp1z>`|r~!)C*>UT3ktwp>dR!n{}v-Bj5F(;Mra%JT=nq>czSC
zV@&5w6PWPm^KCw3-<~8qKJvb|cF^O|k|~odD<bo*KT@PostT7Pf9;B_dS$~>M3&_{
z6WLP<z9FaCk@hlQS5*Rq%>HHbGP!-xYA#$h^pVM1U|Q7rG$tXLm!ot$qnLF2QlB=b
zdA(0!!$rwx#;M3$+3H(0OLmh;nJ#0~&o2spZ|5;Dy43#w4!q&CJOp@ivuY6ISzM`=
zYq2`yr_f)W8kYfAEyK&|Z#^V)hUApmqMGeut#u|moi9nL(`Yod6t?q}qX8h8nKnq0
za)lCLe+bt0F}&VwBmhl`01jXcts>@3>wH9?9bObU(aB5dh0k9QmX{^@Qx};f7flik
z?E>QGKP)W^wW)D#nbv*Tcu^{Hu5M&bwk<gh#Z5|)Y0|9-6&5D9NTgO+jNN60FOAO(
zz8HLI#N<ykYS$!gXY!u!x^FAGp>uNa>yDqxTXyfCV)CBFK)FA&?#8+4REP|6_IjhY
zP=1pAHMh(Ps^CW}ti+o3YB|H>-;x8sw>$2RUQ=h#Yc^E^{{ZKm#mZKxw`Vc0zG*jh
zng#7;a$d<(kU3i!>II`)rXuHh^|VdW+}Tgo?dX%Iy8#c^jvo=cg8K=)8r!x#jmb&%
zdIiB&M=a?Um7bb?lUC*=^wMWWuk#a|_sZ$j+O@lB)?~w*Ot-1jSngc4)v~FJuZZ&&
zSb1=t63SFfyi%nI34&x0LC^`>EFhG~QdB{N!8148t%bQ-IUGSwXmUrKJip|#T$}qm
znB|u&B2x<%?J8aMPPi`%2GD}l0n4iEzV2xiBwVU~w@^%msr0Lo`(omy(W%te6%H~c
zP7gO3e0B4ym);Cw_&~NiOw?(7(|4b?TuJnfV%v6HPFwRvh~+HCrBu1)YtEy%iPm+i
za$FNLXxr6jZnIgSHvFo^4VGMW2$nx%huUG`JH*u%rOSSCN@tLq&uvUlXcrB3<a#xi
zTBasUgwSaaFM7xK1YPvnJF)4H#k|^bHQ5R%Y55IElY|<5sQwA;{{Ryl{pE)`dHGts
zt_pu8C(+kMrc*6z2m2*mpi?UbwJpo0<DbliE&l-Q&1FhJkpkUKB|gZqVlc!10J{is
zk`*w30ZLR#fj$7BGL6rO$xnn36`Lq7N~Hl_@#(I*Zb68UZ_gDi;}4fy%DP^WPVoN#
zb4;w-G`Ke9OPBQFSr8kN&BZ~7RCcporBW%#h?=EJHBO;$OljDXTthV{f|SB!Nl|3H
zT78yW>!?%hIaFHoDN)Uj%hg;EYSSwZJx{9B?Yc3YO0{CDJeZRsMU^I3mr9K~pB5~(
z=K$PPx`1WPlX=@5(eW)<wQX2XFKZH+af@QarC4$2RPKs&#%UCLR?c0$IuhkZsoWOT
zBAnrj;FmTPdR&Q6o{WeKeoSjn@lD|m#k{*Re<(S56UA)KQdJ?qT4{^srJ)+KmM4bl
z6;JksYFhlki*?m%kmt*KDw(9)w;GX3h{74Ctxbk_X#r8;0EoPuJTOd{=b#&EBMnee
zl4L7e03vRZB<s-HEG=Sj;^&#Pn<JHV>MezF*Xq|?`U<8?mrJ9wO-Z6TR56n_izcX=
zrA9i+lL9-<B@1czVZzji%&+$$PhRocdh+tvgJ^O((6KpdLWAeNiLcrg)!A~*ep>=G
zsq-q=4Jv9Locl@ATy=+25hO8AOhz>!$GgUNfZkzpF88I-Kd==zwHZZmnPLyNR;FCV
z;KJCQN@eJ=tMxen*IbW1PEwNdQdF4g%9|iEPW_u+H|}d-+^~E*-!#erjHel!dMb@#
zKP8Yo_i6OY%Bw`HPi-k1xeA{0N=8DC2@XqYZ9~Kg6jBLI!4M#3A~lN;An$BIO4Mcv
zHV_0D5jGzk2P{-I;ZvJaye<l~`7ckX*54Ib)8#l_l`dSAmn6LFs>+tP9@eEC=OpjJ
zBqXjv=@Zg~l%k^29&8+Yo@h&nRyX(C2i^nxcpL4*xy}Acb5oYLI+(mH3$lmoDKY2E
znM0{JO+u8}S_*1LKe0N|LcvR@c}*y1N{AdZ%q6%HR_;}$mHB}w_m!_Cf;tRkAQPRo
zJDg?e1Rg*TNP{45Hq(><ezT=s1jvF?2QL&s9VXEN_S!LhA7rdr%@dV8#*H=B6-udJ
zW}!%F50_qP)?hbCsj234ff%jYWMv=)tIR@z{oIV*mAVZ^$GfTE<xt&&RzfqnQkD5{
z5C|Y7A)=y3$2~_LY<|lAWmh5d&b`Yzq}3vWby$^KmX%Cfjj5zplI^=aQd&|@r8z2&
znJZI8L^b6&Qrl}Tg?d-za7XQGr76SiR;X177*|g)wiej{oDz}d5s{vl*pbG96je+J
zkJ%_5pdrMl^@s)t(s6-MoV-CuR7>cKZ{9VQf8I4Z!NXoqkWM;pjNpOs<3;0aW9g5F
zr}N-j?J1{RLcj__)`bjX1tfwo*pd#%r*ptf2e}_l^y2bKh=CFym>Y?;<m<kq#qpEw
zg(ljOasd(r&V=u=#++<UM&~{Hd_R%f>#*C6v<%>6_v^pmr+zU=$3U*XuHP@#I3Y<E
zf(Q|Lh>0L|Gq!;1I8=iMV&GgG=r<o<JagkX`-A9z1INw~5GDx{L{683%GR{pbK4OR
zM#t~^<Km76f0lpKw){%32Zv8HYo}xX0C<%!egxbW!R|WkzxCoPaVoqaD^D`3X9GXj
zYM9P9-oI>}&%^1&Z;{-rYC=pK{{WUP<v(`C?jE7|s&tY60I6g1i1^?1y_UAT_UKiO
z{Ym_~`h5EEB`P}+u|L=4zW`ZK!6zL~bJICL&$sp9VhF$ovESvK{(sAie0CO|uzBfe
z>B|Gqb|di{?mveDlB|q&PQdz)%YTRU;2H=D8To!=fECL9GTWv}s#RnnG-gnxjcQ5@
ziUUwWHDhuC$v)~p$shy4h5Ptm!ns_g+qCEEl{pQ^jUByYtwAMaDJsyMkO?|+N%vE^
zQ2-t)E5v_^DvkS4l|Z+pE<FW>Etg)7wIwn@Rut1p82#3v`^P@>$`}}E0l;4oo+GL^
z^+H7kg(-39Of5{U#vD>akdhKwZ9@w3i37}Y0J?g6fF!XtRhs2V#_H8X6hcD6m}$h|
zNLIuxc>^ti1~M?emlUfj5l-0x>m&geBSJU$m?8-Tj6I5XY90to5C~F?*(n4GH`WZ=
z=U{J+_D!VZ<+oI;HUwZo;>U3$d8HU3*Ah<YILbjD@c`o)0oa`=Fv?qLq=b)g4Wwa5
z8)S^+4e$r1_~3q)5RWCW5QHSQf&dE01YsZec5(0-&jTUR{k6dIj``bA$k-$klkmY;
zb#~*Gan~MjEzLlX1duK!H@2Ib19PuX%P3(12o@7_sU{?!IMQwPEu~W&ke@l^0Hvub
zQhE&oa0YtrqCndxb#0s&PIaW8DIrNpK^jU^f$$hRsbwcQ>U)d~oyt;TG?=X`+yMUZ
zDFat+DNyaxBd*=I92T_+a@Le711{w)q~};kI4dKr;~I0g8-O;%B&jx?q)ZzfCdT~v
zVswcjbh!2F=Qitv%qkqJ+_<epX~m`aDMM*x3R|wLUVzI;!7EdbsUT>{Sp)&cuD<}D
z86x;?<b^ghP6JGH3i?D#miK(2B1BhRV>Fw5uNs3?NKWW^uyp>?kv(H6QZZA%W}k(|
zd4<ej%)6SM=h_^!krGs9<g=<RTJ9h}Nr;f4p~mS+0<AFzI$RJNaU?!L^mH930G+yI
z9D&~*@IJWT<Hi0HNT(e&OAwZcLwSYEqzvl<G;JiH58_g$=orl6l|e0<W|UI53RLMD
zcWEG@Jqb|F%PK(@P?350bkASb-yS{^2UGO##|(qegT`^u<OJPUwy-w?^ZSe7W3I9M
zKVMJu&l~6P_1hc=<KbSBgPb0~XZ8B{@Sy-11o|C*Tm6g}PF(d5C4|L6!E@elf=9Rq
zO!VJ7=V8=uoOyZsdb~`IU-B%{sB`5iuYX(-teR9f^IVUj*nmB@@v4B@wWX;^5h)J3
zoTXp37-h_*WFJMG^|+k3s7@_~fij@kg$o~fCBggmQb$iEtz;<V1(bX^@TK<Db3u3i
z05C2KaS!>F%L+VuUXtIK7KFb|TXkEqas~lIldIC0qCNta3ABLDO42^p{>9$T(b`XF
z{4<Z&G2T(|hm~3a$Aw9wEtHWU&U(iw+fe=Hkx&33B#(}NwAXLxSgq{OvyiU)`}2v>
zD~nU5N=SB@#|p(exfGRmNTq4|mw_M<SVWaLfM~av7hNsNJbBE@OEG6@NI^LA)^Zfu
z@vtabbgON;gM++ywK+F<b2{RiQn%jr8cA^t`&!!6i3@CDYi!_xoQ*lb3IH7R;DWf_
zQtYi#Y}#>kLR{jfaj2oDo^=UX^hqNd=L0G|M;D98o=7!pTC@r@2#vh|0J247B?(in
zNRZ${RizDuEo*VZgaMUgfCs1QXB(@f?HyyR)-a@Seg^w%OR0I*T&dzkk{)C@(MrWV
zG8{l~rAaGM36cWFJY%-qwWjtR*-AGkUt#V&$JJ2X9X(TMc?@v&)`FUsP`fSV5Qfp5
z5PV9B0OAO8>%gr0hUlR{x$df(>2jV@X17g3W4)+1skEicC?O?VDMdK|9-EOmVf~q$
zm2I>pSN4)agaTZ0wJ%b$ws3-xgVbOF+ic)j$1J=%xoN!`yK_^V{iP*<>^LrAEyid5
zCqN{5i@;WllZ`1}#Z8$U%>}#-Fj+{!02HN41AO&PKs`wB)bz(34-(_t35T+9>N;1_
z1UT}Pnt-*Wfe3P>yrl$-5|R@lM434FzqQ`n{jv6oh^16Lvf|yCr>12LifS4~(1+Yo
z)au@Gsz%t!l`bKqmsQ@ZAj@a~71Xt@_EhpBuTMjTHBjMN!9$lFKuEwF64Dklf-pui
zkU>`C9Bpv@k$kN732UKLE+`U^%d2VF^{I|H7L=7FCAn<6%ZkX`%u)e31weGUn_koQ
z*`TGP8J09J&1tkGmo)$pkdg=}&PH?F8}TLSJgbXZ@|aA=l9?$>deVl~k1zz1It+}G
z0LJ47jth(XMgHh|R;qT|Neb?TBP2AD1PslfnF$6UrpHWa_G65DY2(ba{U@{@*S}Jy
zGKU=FRROApWO$QFShB!ut^sXrtt46sapekw;18P|rM+$2@01+wxNJ+l*{LR>Lb=_B
z<1^@zf*p>zZOVg(yuW6B_9Zr$?<M%JKEsVX)2nH3y>r9&+7DIdbUt?Yk>(n_NK(^n
z$E92R&8FV5Zfac~oT(~tG#FIJT!6cMO%}Y@>F{X`#|rZGy0=E&pXvVqX3cu}gzTCv
z^-GQIUT$O6X;J`Aut)po?m9+CMR{W#hTK7ZbA65;H0c+eF1=#hwriFQN7qoi<izF;
zLf?)l5LkKlWY42L36#!uGhu#7Np*j`aU;q>Q8;XSZT4ftxc>kSt#h@#nBd%Rg$Ecf
zc7ujiIHgiJA?iAM)tXl+RHYRblFRO}w^a+KT#}!lct;BU)Jx!8f3sb`?2i`hZ)7`3
z!K#{PiEu^m3R;><#@JKsI`cd|y2aI|u_!|mRZ78Vkdpdl6@6Y1(Nd??`BxHCi$u@t
zEh;@x3MECyQ*FgEQnehFe|kVx{Zx=h$l}t8&i#K_;-`EgRVo!8Zqp$>Er+7g?dj-C
zNWgKwA~R9jIKd?)KHxdY&q3PQxct`k+LAk7g)6%&dxxT+mc$5tuB~a-@B#3GNePU7
zul<+u{{Zzrt;nZKNbMzS4F`x)qMDP3vPsKq+0v}g04tS1jAt3fah!PeK93ywiHkys
zPQ6FuXIp0<LBR*m=Z~Cc1|4f$TT9R9dl4RearBZ&KcG1I#(MlWJZA}DIuDi*M<PYG
zw$T%K8uHfjgyn5Of;5E?8%YOn5~YO_KqKzpC=U1l<PpSk<|KJ4th(z{YYa0k6HTbc
zW-N%~+S+mg#B{pq9zxr7)}*X03P3D^2_ET@Rdkgp<fLz<Bz4?`>iP8@w(Z1n=B+)+
z3_+U7t@*9G^kkYhnp_Ea0l-~K7?6z(IE83&NdYU^9mwJ(M3N4oekV@9*Oncw83tuf
zegqwJE+XwdXiAdpu-j@{XEde?rZy)eq_a8*aZfa`0-ZuiRF#z_!J(5bttb1vQN}B9
z9ZHhz9hRb%)MAM-+*;j}lH_SjzR=xBY2}vO0VOIZ_|Rs_omGs4a}BoY47)BkLBR7Q
z#%`?8j{4vN(QWw3f*Eyw;@(>eN^&sfP+?4w1{|{@>}kkKclR|0lETy$v{d7vX>Od^
zTAKm*gL0K5lsT2-EQwH(LUb@M*I%g8<6JPV2^_rjk@DY>^2CL=G@4@?0ZLHYY-tM0
zGQxbVO{XVAY6%KL0n(I^2EYJ#f_?4D+da=i+<kgveEmqM`cT@QOIlGVCP69+ZAmVK
zs5V+Gwv=cDB}G2zP*&QqI6rL)N>r?E)90M$@XyF&g}|T4MEL?^rN-Q~*dv|3zsrt%
zbZ`(rKOg1CJ|3LpTS0BVPP6>*{AU@)ahy13-uiUc({1o$IIkbH^TBmL#_xq|$Ct2T
zME?M47Nc%oT%D^v5Qie(^k~kh6h+BUC7NyFPcp5lj!A8=ZjDhWTh!>~HXX)i9XLX#
zEs&|TB}rNql4TAdK~1=l1(by(DJJ4THv%xAfNlbT1u9B}rD;&gq>*V#lA@CbLlO=@
zFP=u(b?c*>6YW`)xzyQ~+*;&n>>7l38I?+^)17jf{5kPdl(@vGbtJAlrd9%)d6!yH
z1tf82*0(REHzhRZnm~D$nM<lp?YOeaa;DUD<Yy_{zh1Z($KwA0z?UewUCvA2#C@$s
zO(Fh!Rbt4yf)W!-fq63>0%VA-Aqi><ZiTYC%)nHX$*lg<l1N;PaTO|Dpp6-{R3R|X
zS`r;EHk6dQ5(?Cuq@TQirKJA=+>lN>Zq)HtDww8lM}C%DMPN*fl>$o0<b@Ix+<;Vt
z0TVc*L&L>8^$DNYI{8&TZA(xxg>_66sL8ryOvWIqytR1&qU3+Lozj$psVX33<m49m
zk=$?7g66E$#(hl4j#QY$Jjb|w<S3A|XK|<u_3BcSp4?Arou<=}8IqJCOF#jCcOzq-
z*ue*XO~K)@sL)c-OrI-PlCLS%0g_r?3Kmj8!5us92`6p&=iO3?J}EF_cCZ?CGHh>n
zwfEW?0I-1|z?cFEjXDF+a>Ox_Ys8l-p&m>K_-*If3N56Jq=f~INyt%3(oWq;#@rJ%
zWKmoSVoeqkt4_)u&fZqp%5`c$1d*P(&con%l(jo@6K_p@NKjb_T2z76#el&$#^FIJ
z$oPzIc1JltCSrqXDLM%WzyWC^Bo9RbGuM3M1E(3~ZVd{eb<BQylOA#97`@>;4n_bR
zxqNgmZZ$ZL5Aw3qL*eJB$y05u3N5AQ+Y3f=LbSPqsUuFqARokn1aoFwW_7%iPxg7K
zn-5N<Ew=NteQGKzLtqw&C*DXUS<ez;p-L^Z&{7qL7o`p;X$ew5B?>2|aBw@2eKEsr
zc3Tc5zi4f}+i)!l1eBbNEd+s$Do*Dk0EFki7icRLO!^#AJ=%dv?<4~UFpy>q$lmzQ
zt)WBgI1-fSjL8uf5#cA2gr{?P#j5yu=8RroTJWQ|@=Z=NA*G>9%YjWLA=U^z+CKYv
zKJzL`&$xJ&w8)_eLXHU_5!<hSUYRHLnm6P%-%zn`Xj2<~ZNQTINR*ODOG`?EQ2sU^
z=_L+~d(9OEcE#h`)rhwR5*1o1kfg|I1xZQSw^Ee(h(9G9{8B+3M;)q2E%&JeB!DMT
z`?5yxNw)VMoHCDgwKl6MCJ2HjnG-Vxf2`r+vWNztGtk5b*L6u9xBYFyof%liZvO!5
z+o&8hmSTuqOKfDs&U5P|kTcZa^aF02aOTE4r#R{fC*z&Ioj;cl7$A{0BV)*Vdi0Du
z8A3S>-lUj4b{gLPcsp%-{J{Kw4&Tpwb>L_|=<T)!eR^<M-ZQb^AdGkG{dgRcu+IAo
z4%t1=ujly=CrA(mfJWCRc-vnyrm=_=JV(##jU6BnfrGw!5w<#He@-~@yUNB6I+O4n
zxDHjEeR4PN)6+QoKAbUQ!VJf#+CB%C<4y1<TbKg>01wZ~{IT^!bUDDzeKUiN{{TPY
zI^ZhRlk)uY-|PN;`0S&Qax!-$_s4&R-M`O(i&pv0+kRV&o|}K34%n_lh{lU>5SW|X
z#fdT}Q>Mpg++(s;fwttI%LAwK<FQ^a2H6<+p1b~e?eRPS3L~cdzaT#>55u<|P_jGc
z2OIoP!*9UxUBn(@$JPv91nK=J68x<<vAzsau7n-&>N}2~uTC~ogBU$Y-_vYtG4$)e
zM68exr*7Hqe?Gl<-AeT%Z$q|zzr)j}$BOElr|-|@iwtf#pVRf{h+FoA_&B%xcKBB2
zH;2l+xHM|jb~JjuiF416<c4i)=8EUF&}#0bgsM-mmxAC_(-;?>rc9RF616BHUP~#z
z@>u+90JK0$zcnG5DDem3vJ27PY4#mzPct2Lr&>~0+o@7)wzR1WN>&IX1Z+kJ9_kRF
zM&xbWp1I%pa50tOgY-LOoDSa;(~62^hY2n;g_S2EDk~D3$RP_zGdGY)5HtW{VVNq<
zg{=m}<q0yO8CBv+ppIfB0XhtL0K4nF#qb->zY;vOwQ5|mxo@kUn;(~a!MoVAY4=Ms
ziknD*HsyDhQ*O#q<=fKSu02qOy1aUPdXq7m(%5c9c+a&JD2b7P>+h1aYf{;4B(xUb
zZAUICw5`Rov^Wsp4TYuEd9A5I8YG9>A#PSIUmhMPth(`an#+99s@`x5ia=FP*1lvS
z>!MCzlsV?Gx_wnKTv8HL+=%OrTy0>fF}j&09$rGyQ?E%@q~Rwa0Sfe3SqLaT@KMr6
zcH>sDgtK2%+7faKf=bGYyU1yzHu99BN{h7Zw6M7$#FVTPGl~>W7ij60xXvlt1tJm~
zl2oR`QW6Jt>fA<Hlqe}A1CF;9CT(JsE*upj`$W`2{SsPIkhzi?PCbq0TT&LkIpP{x
zT1S@JUW~M_%vPQhT#xay;=_=Y_?FvM3!>ess!S+sTep1$bx1WA*-%6{ZAQ2uIQU5<
zHy#^r`#Ql0LP}H-!Y=B%X_Oi)nw>(jD3ScO(F%KV8H+h`R-ozx7bGRb4M{>$q8TnF
zD0N_@p$kd8e;#)d?P*qRSD2r*=rW?FBATy?b<FDxC9=~>hc4iSRgnqSQne+ABf8Sr
z1o=uwUNSg`4xq0Lrn-`npwp>NFzrJ~adhq}0VQpPwp4;rr6eu4S#k=In1x0(scR~!
zGn!hLnePBgt+cfvFCZ&0O2SoeEJ#~!B#f$rktW|RFSNVIEy2tCkC%M?<pQr82IQtL
zm2ld(_atGi%BaxYNp3_b^tm>pOt~2T?NOd;b4DwTw(}|vA-54--W@y<cn9%E;!4u7
zFTP&ac|mR5l5QH+#O<fdO06cDOQp~#HA{wcdORzlHNhp4`XCt5VKXV`5?o3nG)e+E
zI<Y)^JtD?t(77YA%nEaErD?5HF1yN`a2CTZvW68|w{B`gp&2M~Wii?<GNoiGwIxdm
zF}AOS_`2~A;kU!BflsfoUaVbJTHH!?$9!IQ#jP2Nd`OU{R42!;S7g+w)S4~1GUlnv
zY9&R{P%)7WEH<?v_Oq+&DY!2Qudb`CR}bN|6tx^ewfE~Bc9M~bR!h&+1gRt;32n39
zE)t|Ro94&{EK|1qWos?A!YXPXaSSpWX$(5?T7po8tQjz+6$F(Ol1P!5s}>V}cmw+_
z`9;mXRPuX}{tzkr&4+eXBckNy*Ea9|Vcb&<H4vptm~G2)1<OT@%!UkqCQVMOPl+85
z`G|{2lG+4<OV6*eqrsmyV9B*1ShM+F`6xv`yJJ*jw?3Apm;0w0hh9}u47QM+NK|<Z
zq&k98=C+`R6X{=(Jc;CAg_~lTZ}RHVroCQ-z!fXju@*gM>#0q5Dwgu<^)yO$n;FMc
zzh|UUjA#(q(#jet3vq5m*HN<XhSL`AwC&4@zj(H~jXpaS1{Og9accDB#h)Ep;Q4Q-
zI0FX*KOK+lq1c*EIaJI1AC14l-KuGtI_A$0DorX?l@%j~yjoZ<t!h$`rwfT?Ecc31
z!hrO3dpP1QQZ?PZOx;3IRPq+L#&=W^DKDmBC;|Zq0Ft!~p+O__J-vJsN9Es%TmB85
zS-YF?`O6vgt9pgaEAEd^i(ck^$lPhPs*S&AQ<;-Upj=l_uT$s4G+KRTJ9OCb<2g~5
z(0!+0Ypl-+)=hftlQ#a7a$7dM*Q&Fo+!bDCa+cJpMujS_`xMHH7TmV3RLycSB1vwk
zNP%3LEpIr(>`P)0554a@pMPbKfUbSpk*zzj!{!wtl~1eAtwcqm%<6<!<5X&;_bM-`
z+U+vD^u*16L(j-W*WcFqyv;)=RexMR@^(BEILzlcf6R_-TNMY`akxsoDHiuIAi;dL
zq{nqAi8j-Cp{1)@(%3<Fz77W+kN*IcN3oiOWU1{fXAh}u6wSKTM`pN+h;fFSr&7=<
zTXleyWGXGC&kBi2LV`wYaqR1~Y`8$7@0%skml0mUB`z$x3sa7FrAaD@$fBT;mn_13
z$Ft$X!5=N^PO(+-r+dquTn0TJ+OStkd?DofjJZA+_U06Y6s)7#J(d$v8_M*wl@x<7
zvEJ0Vxu@g*0GHgawCJu^D-X-NYfPdXC{e+kZPBW0hgz*q_I8_zOQgEvbtnC$)?g~7
z9u~On$ayJp)45^)04F-HH^fIht<HV(61#F)*3XB#gPL4{y}486Q)!p&<!-QwH}+om
zk8(n))oqH65~nhOQ<Xx7r;%8LEo!D$R~fk?KcT;~Bf~d@u0nDbk=*6ve<dutBbgVs
zAnZr$oX=qn&A%(=^nnKOx?t6-^Im#e%*eVFiH0jaRCw&hr_-ah#0qRUk*a%l_R-l2
zKV$~JmbKnHP3;ea@qP!vxQ}KQ+8L#)JUO#kxA=+_rBSYxn$-Z>(zn~HL#-{gU1ew*
zeTd+EK^>)1kiuJ61AdySrkjf-tG;PZs56$8cU-$p3e*E&x80DXrNE;2^Zx+AUqAWj
zTcl2t;yQ=R%4Lae)ltf5H2XfOawfp$CBoE5l`d#J#LD%rORimZ^)*#!R!hrml+Y?N
zVqA%OMMg53d7AM#_D)*d^zij$ctx!Es=utC3zi+bVN#*;qR+J~1|P0fY<RF1Zo9tw
ztiY~aRr`vwUWqE<n<aCjMMTN#WJPc^9ddWn?;5Q2EX=qk0HSi#80szol5iABS3{1U
z9s8soOnHh@jTYpst8<ys++l?fb|orXXw%<+j&{c%pVWTaduK($_y+^*{d)LU4D7or
zV}UZ-S*Ui5xTGz0UFs>TYF@5Wp-u|QryQtdN^~%`8+B+`rquR#ht*V9RM(*|y~LCa
zVw0J!@Bx$|J=)S*LQ+V|&`iQqsais@NcZR2{{YCpv*W}47B3|HN%O{)8r9|%gK$^r
z(XJ%b;?_jUtqzA-k7>|bdJ{JF(@~o1mjpR9slN4H<;JKtJ_JZHpxR$2zSB-~CZ8Ij
zYjzJhZF3;BXEM^L^(P!em!LaLgDNy?JC4kSHI*|l3ZT^9j<(d?g(T%jO8BH^uGb^E
zu$UH=uLe2g{l=*<rOa$hnF*?7rOz>59(hGvMnkVt3f9Aav|5SgzZIn_LOhs#oW3ZY
z@ZsYYhZ5<mRwVd(=8rHOvoCuJ>5mEOZ6cp=RZRxpxoU6&3X09sWLByab8uD|L6ahl
z5~j-B@|NON`d9slJ)`k{*7i%a6#ckT`$**%YfTe1wdxLWHfU-%T@%cu4>-eoK&7Yu
z02Jb!s;EG4)MjHUX_ndi(*E3j#(P`Fs`zJU{gC$Oj{83CCuDmaSH_y4ps3=B;60*k
zz9&%U5MzteJ67)rs;)y!vi%y51mdqOFy#$-rE7>#)TiHlhxVBAa<b!4IfZZCe7LEE
z4{3GyX1zvb-`(M{BAnW58F4EvB)LItu!J2>f>0MW?2d49x0wuwtXullxsR6HuEwTT
zA-y^}9@HB4x_6qH@f5O!grZDlmQ;nOPExE@4aebgl-E>4`yF#Fr<CgDCAws_8hMbm
zlHRpbCHqViq=Y0WM`eXADG1gP?(rEej|RNLx1If=X4fFreV8Ta>S5>Tbzu4yRFcjd
zdMZ|c8&Vw-<EX2mQc@Pbxn1nHW;leJE+GE^3Ve_QH9)PABx&9sFebA?3=$PTnS3w%
zOMhw3!IUSpor~<}wT=qV3SSi91w1#6IDmoSQutFn(v=XRw01oyD@%!#2U$uzAgCmy
zV+SA{>~XiC{EzYAI-4XB*CQVtx@3NM9C^Z`c!=?n$aj$zZN+rUrbmzxU|$f`bkbhK
z1t^amt1wHJ(;iX+($zYv5eZsUvYh$3m0Z00R-b4y6Pp~eD$*C{*6eA%?nwopC{>q;
z9^u2T3i--`C}0HyBNDT)ymFO2<u~E$*&{Mk!+|OyE^@e1lcj<kSs;i6<_Y#b$^QUu
z&tp7&^l<*x)ApCy-xor=s)l&)3wE}Jr^=9&wkr5aYO7mG%yT=$IA0G#YHeZFApr|=
z<5bW+Nyzwm{)c1h$0alBkfD#6&&ch*H{0v!7WsSQgTr4jP|{&@7ME_%TWE30UFZ$3
zC50^G%J!<6Zj~j}os^hW89-xJttv_4QpK4HdkB*TTzQe*PNtuZ^G~wkRk%_dX-aKr
zBN!n^JaZKkRg`PVS4#ad<bmF{w!(-4a^?Uk#1KS?f(Zm1eMQ-x*>*3s^v1KX{i^Ku
zY3YJew->><tqpqEO36x7Qq?ogJ526mtqN+PwwyzatqMX`g(V=Jr^9&Zb}LKlN}5LG
z@9CYsxarjHT=lI;c%4vMPORjh0rlS?WR9J->%x$!19d3_;z~!?JOPteq{2aRZB7JM
zfF!O&xa^<-jQh?wl;CG_N#AZE3Rw3_trkq4TM7DOTCR_VDJ4~`P=pJWRE7Wm0pe2J
zh#g4-4M#9JJ43weo5IbQsf^JtOJ==lSCdb5G3F|faMI+`Y9<@rTZw8&i!I+N#Wb{~
zU>yp;NvdBIe`ddgDwlyScJkAluhdgv*s?CJX<7WiuD;ZppOg}xqr;mbrD|50r$0V5
z0zG`zDl@4P8=nqBD%DtWW4j5~S#IB|oayBK0mVkG^Fx>Pr~JKUHA?TGM0}$pYw};7
z+l4s_841RqK-^=9i{d{0@Tty@Sl@h_x%tg#i*K6r8ik8o7X8lwQ`(JiHSCL2IgEQ;
zXywA7+MRd?Ql$*7Dj<x`Ex;e*l$EPT4DYL5;qOz^RKH5%yf<;AspO!oEhX@W6r>*t
zhH(lBBVVw-+&eMszqA|>QhQF}JOhSO@%jpy-W$XFRl(V*r>X?eekPxW)YgU`uWpvA
zp@u2mXoph!l&%F+KI>=l-@5EdpD!+o_^KjX)T?r%QlMIO2~l5-60_`cB*ime7u#vM
zEU@cxRW;b5#yzx1ZN+(xq^T`y(;2vHjI&UbsC2e`%9Vblx{Mk`LLI0{2TPiyxZn49
zEh#73YBD0mNGf?eevLNQ*-znDnEoC)@!^-4Q|DinOxxC@ck;sNsmG$5+mu4JN^Y+r
zO`l$i0ji>5BJY=Q)e93}nF>;-&Ze!kQ(Q2S`S*Ce<g~vDJkGxPO#Rme>7&4(GE^I)
z8%c)cV%Lc_S}4*dKrX!W1-#60Irxcr*se(}=z3D2Hl}<>iSSy^8COS5R<<5}_5zw|
zg%zj1L1i@!5TTgE&mgTtB)Wr?5VR1V-rr=O+844u)jKs_{{RVQzk{>DoUN*<JYfyf
zzr?8>exOqEnMxB(!>-ZMw#)P=F0sSE51ogq=$uVcv2U1M#I&dt`3i*z_!PO%NP3k|
z^A|QucnvrjYuX)J%9gd@sHsj6w>-q4=tg*N4?6ACs|bfsBR_aB)-XHaQc!mtGDlOe
z+lcXTR-doc<<#CP!>iF9wGw=ot>r8<Hy{v?d3ZQ3DQX{kjVQE9b;%MKil!PwNK$GO
zB+7I%8Z1bt)a$OeLETCyX{00-y7P^;k(Fe3lzofgNu_7;jkvm=?>p;D%0dF8I>1Od
z0$UyuU;+|V;g}yP_M`h#cJ<Cb#TVJCstQg5D-_=gYNLj;Q&6g86tah$dB}9Gt!eMW
ze*1muS<JN{tx}5I@gUWyT&G-AHYP`^Qe-An84kjN`Wks5NeWbX5?0for9@$Es|4f_
zKv0yH_u8+|i&At-#kqIQqE#X-vfK3P1uh!Ygq=!iN3*<!<gl^=Tw(OM+k*gsjGCc6
zPWkxy{CLhMJ&NE8ai>i)o#QIb)1B{)wE_&GWhF>51Qd`)#~E$^0BYZCty0ubjyFK6
zDx@tH6pG=E8fVhtLKc^p?*nfoXc-ijQnVD<q{cnQ_-FqBlxg7(mCMUc#^<xV<DYxC
zOM;5GFd60LyAs}qTvSGc_I-whTU||bCDcRjGb#9W3Y$ofuRX^bKq$YT51jVpkBRPC
z(s`rGOPZB*TeVi-UYHda6KWLj)Q6Y}sK<dST3B0&Xg!3w>JWz#+p9y!akTzVU?=`8
ze8K)%;z{^y@o(Z2!Zqa{_~Z{X?kf_gmz!Mrd?`=6Zr0jKPN?<T1Ik@CqSDZxD7v;p
z)>~4&mP-pd`0lBy%Rr%0Qb;MfVE_O!gupSUi!o5SA!c#&M-xk&MydMM_i28i*Is!n
zu-!Xqan+Tmw%aI6EhG|hHipvJ5R{Z8WA#3p0hdYC6x*a=IMMRl*zJ`LpdN`(QhppI
zVA7@0qfcSkN~y+^R+~{}vmLgcj@0spUXJREs%m0T`c$UW8f8JHrLQS|UZX?bWgpu$
zUh$b+o662?^1`@zgG`G@l~KIx$Eb|il&U)BM59Tr)uY#HG?|UIsr3e>Ooa`~ocQor
zTaghkF!rxO^<=dMLL<2%Gsu0WpN}DjQsWP@@%__{uR2tfkTif!axic~JBa`W$pj(v
z6)>`er4Kd~kfk(Kk(nu43uK5XT3kd*RgP&vK)Q(pu(XGp1tm<lQ7B8P2f|c^rD+mU
zq^%3lNx=-u@l?iQsrJ)3GAi^+L2Ul+LrbjH;L=dFB!I8ns$yLsNd-X%2XJ^4n#=Pm
zFd@f?kJ<0Ss=ZL2<Dn{xHY?QD>G2w5s29DxxijA`=M4xtRqr|oA-FA?UBMAhs&LUR
zI-Ozgoo+I;Jr+Z9qdd%r>uy6%u_cCIX>B-#q1Mo_LXtQL^KxP&mXIB30~!K~A5PfH
zR;3iUPf!$FBdKuY4jLFrLdpqkN;?2k?tqgT5)@QS01PHc5-{(?DMbNeya^)GW+X}`
zBmw|}Nr@y0!tO+H0<xc7hW`K!kK@<Vrr9aUY$aalA0Mx8#BbZ@*Dbw5{{WFotlHGY
z%w?vlRf)9M*{ETcFx9tSsz*Z$Z~|Uj%4BBR2vX4KDs2TtX$0jJij=C|G3OtT9)jIA
ztcsgzPN^~~ihhzP?lP|}S|c|d6_X_)XeHMo?6iy}h)bv{&H~CV6o765O32Dgg?L~j
zDMYDB0ABAUrIZHAKvjxeASEOe{_q!1hzTGOl+0X>D{x?l%XVCJIuJ=oAO`}Kx9;2p
zE;g+H0Er4phTZnzo~BcpwW-e2ZI+#d5H01#YFz4#Q`yq%igd?e>C&HiJTxsz@}oyv
zY%mE8ApmJFMP?kC*>XFL$zTFdhRSjQ1GY$6+ZhC(he5&yL?;yLnGG+@83hR&f;Tza
zU^|_#57&!y&bH`LO43w8l;}W|$WTxONdjkZ27?vfZPXE&1ptsnib{w+5|si{tw{iA
z36Xpup17yrHB^r%Avqz~?k;lxfsmk-B{GttGyedP#T~rDHwnwa>O~^SyDQY1gMQUT
zw`+AqbT}52NT*ZeOJy!JbtDqw2@W>u0U)U)ZgAnIizZX0q_$9W>QbCakN_i6NhD|9
zCvK$fen~5u$fs1H%cfW9(I!Nx!jT43OWAM3lG50b8BesP-9lYy#UV*Ui8@vYAmEAI
zLRN($1=C<+B#xki2Kq?3gNRVF+S_*JC~*o<1cIccNhLA}AQ5A6ZNQuWxF2#=DdoHX
zd2B&bh)>;1iV+sHr~c(C$Q?<>4o-MS#z6^2PEM4QkHq9{(>V1T@St5HEgszz$X?Ox
zkXnq)e`}X6e1O_yHKi`hocxJzsD0F__ncTr3Dg2W1P!TK!0V5PO!v=k;l>ve2}7-+
zKI&OWNsP7%SP&&q)JcQ6)bH?hDO9Uk$tzRqQi(c}(>aN-1eF6M0Xp=-n^-s=gY(Dw
z@9V(Ul1Vt}@y;?&`t<(10c&8NU-2Eb>~r|-{+u$NBRTCw@b}8<)%#SA^-6PITnm1S
z5ejxyTC*`hm~17qWqwO*Uz;Uh9Sx+Q0=1wTEvGV|Krl?7bO0qvQP>26N##4hI^jVe
zsO&5Tq>>VlE+nXskT)hIVVLo)%=*<n%5#-=1;-wVbzO^XtD3aTf$dhsoE&HNqrfz<
z^D-(;xQMO&#{@^-T5w%$TvFX`JPJgLm0srNRJ*1fG4ooO{XHU@;$_2_A<-!;GRsOT
zkf)Z*vR0I3O}63Af~>6LGjsDU^{L%eYUIj&+j%`U;kc@^XQ_1SUXJn}ZY4TQEn&AF
zmQbY#2}na)BH<_q-ORJOQEFS9v8LB<DGR9AE4Sfd-j7j=(5l=3Eyp9g-8AJ&f>PR)
z%g(ltmdSAAC>&$eRVDWV5;L&bT2W$xq<2ofw_MPLI)>7fNm5YJW<XLz*h5Q9suY(N
z5>#X<IkU9TLO+QpT8T)2ROfm`q?|`etSj0@mX2t(X@1SMYH#~HF&<D;>_~BHOD%@f
zreAdu0#r$9rTGd9ZD-sITO~H;<~zb$v>Ohh>rs*x>&;NA(;1A}NeWx<0vcxuJ9(-D
z1tTX=2H7eXmn~kR&Z68b2_Xh8BG9+sMRG`wA*Y-ZDl%Jb3PM7qEoHYzN&r|XI(1<q
zb#ns8r&p!&?iHynr$(pJAhusbKW2+2poF4Kv{e`GrPCcQrZ7-h1;$i@H_s4vq~r@8
zB#+t<AenI~0V#w0MKVpxYg|FJ#VG)(DmRYpDgdOAkVqycX@Ch5krFRZ4@Kv_@QI5_
zl}4mO)Frs&i1a9t&b78s{{WJqImIPuQUhf!VOR%#B(E*JCUV+^R<+Z0)Sc#K=Wu%*
z=BZ6JA|16!Y4wGv=?QqMO<nfMORYCGOh$Dh-h`|YnR`X7Q!Z-?u=5rz85V6N$mm)_
zL5Yvmov0TU;CZ&g)8A8$qpPY>Kn)b6q>&)(ZcCbFO55i*GVWHayH4PTA?P#-5Zh*C
zN^3Hnj)dxXsc{;R+BGn>DGnt=QO30-K;p`hs46N6aVc+Q5TqolazklR3zC$T9Hbjz
z$Vm#421ORhUV$K_kO?B$;1uO5FbN$H)`Rqd?aRw~R@G7GT8zUr2H9L_Nli8a+zqLh
zKud9&T0#MWgryotX#k~MG}o6iuT<S|s`PljvnkZnF5hmE4Q{S;i84YXH4;N*hLX42
zI81Gd#-DjbWN_&7vgojvZQZplUwdR4ZE{R%BnrHBzPk0@Imeh~sPy;L3!cdz%06Nn
zDhpn5zH+KvKb1VEu{m1Z`ykd|Llnu<gp%Uw>A0#3a#I4OAw>n@1)|yzm$2(gK-}yM
zgoJ{WoXJ`i-~mz)hWoNpFbM_3f=H7M5ekLk7*g`d%L;7;M0?9wQAroEN(r&CD+W>&
zlZfYQ!--?oB3xX-kzJux9jCiqiA$(8=cTwWN>j=rDp0p#)TAZHnL_e6SMLBI6)0^A
zP1$~3ld3jarhdh@DU4jT3VA{j^mpY3rKz_RR8FMBb;X40*0c9ULP<ZrugZ=6%!{6_
zK(=A3+lg#Qr7A^P=1Y>iuQBqdWoz>Tu7$LuxXKoml6~+sC;@hz(`<Nqn`Y2y%+(&h
zE~{<Zg72qHL-K?2s!DyDRW!QUalLN{?V>-Hg|Zq};Q?e8EhEL0=A4Dw2+9K;<;8){
z>X4kmJX(+r1fO)M<Ou{I-!^4u%PIZg4Tah=fIJ|Pg%2<<N9xtug=NR3L$qy{>DJ?E
zl(jIb?a=g4^hGK^mL75>H-QT+Y^M-)B&TBZa`NG!)$F&e2{J!z-gPUgob5s!Al*3-
zL|CYnTmc~fwuT%=y+`+}T1t-R5Zdv+<kT<8_RU(_s8s4ry&mn48JMKNpg!Ac3TkXZ
z5|^8830ht{bt6)aHpdP<t99A-ok#mebJE|SQ!YA`7|>@?ir<w?j)DY=gVGyPl){~k
zmtzK;$q7nQ0>U?P;1GOX6rbIhNkK>uFJ_8YaAieSm1V*tsGAhRqU6{@(oM`kE&_z>
z2?Law5qH*Y4rNto9J-kWr<k|@0Bg;sg|-nHNTx;#0a7&rg{ZpwOJ1U-B|3H?Cx;H!
zusMBdSoHgn>49%jUb$mcrB7m?B)(XODUjn(irzYw;c`58TTV0ul_8}BsHDVeqLFXY
zu7u0CYgNg#ik&vK5vqkOJt3Iwzbo1qMMcyk>Gqh<=u?fWQg<l;AxQ++pn=ROG(J;*
zZ&;<qqDP1wY8>>gQ^;Y&xZAjG#Vtz?94SiDRuZH*l^=JA)Jjd&Eu<2ia>OSja|Eem
z0loFoM1Z1BUlAcHh?$sJv5=sUkWA@$*AF$#ZnJSx>2{@$S*ochal=bYx!%P3VK(7?
zhU2Bsl`yFOW5`Mp+LGgXbfsN*Ic_72+%{zaiY+n&HuVkYHv&q_^J;FyjjhRZ65<LT
zQ|t3l=QsPrskD2*<w;2MsvCB#PSr77mg?hMt;TlegrbukJa~yyZ>+Wo8_<L_RJA2Z
zN)S<~DBvb4b=mh9GuU#|uEYJABGr!5wWOiRnRYx>u1B^Z8Cy;~hZcoC5_9FK>Bh1m
zAx9{IB`M1W0hKmXk!UbXf(#^D(}^>ICh?g-$OZ^W16hD~m?XpkZ;4ZE-|@^Z+0@D#
zRM#mfsY#C!meBmSBEH(R)D(o2yz31(>uW*+*5GYLXah>H)6KZ9t178Rxvv|#-@C1v
zrAej{LxAey)Gb$+CBkHeR@z#UgBD0}(CEXVI?|?I9$7-7<*{p&+MIiSr%|U~4O{gI
z5v~LwPCzng&iRf-E&x`PI9qWorCN{y0H+E`EdK!ZvCGaqjb5fpMQY%KakKk+CZ(!0
zihOh>nZk1kLfCz!FcyU+O}6O)8B(xM2yB>*bI0)ll%+s&lbX{hP|OG>P92;|ZZt_e
zpq!+hcja(Qj*hMMHWe=Hk4?3zp>)|*G*;B=<v7%8i%!OM*Qn8-eQPW_;v7PX09aN5
zYas`Ru2sqAF$$+_!fGPmJqPxc1`ElPHMG=Nj`NSmgsdh*ZJ?n`c}WhBH&PA)kQ$qk
zhh@&B+$faH7HYP;5bBYbk1cW%%3lM>32DHUIvPq8%954oN_8bW5)$rm?$V-HEMv_|
zZNREccAHF*4azwTs#Eh~M)q{Hv^cew5iJQmN>+{A@{2?*rD8JJkWmR*<vtk$Fv?E0
zm{iQ02!j9ygA<g&u{(g90X-+f0^sQqNmgI{t+%ALXc+VwYqba6s0XSMq!==slU8Zz
zksc|>xM8}Kw(BDR2K8Y>2}@5|tzNPuDusR0X|LM0f~hd(OoFt?l7+g7Fx#jzH33T#
z7)Wi@C1iQ1^I8f}z&l$!{I@FiRI57RmjZ%mbQdI2>lL|aL3Xau)*o&CNJDF7y-YfX
z8&g3pEU7_A7!OgaQm!g(<LnXz9o82HbM<AEp_-N*3MbiJTAO_Z^oJ5#P*F~`BrG8C
z^r=ymWM&5`Hx{%Q7KtNmL7u2CG~R7+O^gj9Vr>vCHpaZyi)%w}mokrRsrb!G{hL~?
z!2R@RRM-(-ohbmR$lh~WWPqgLVL>Sc1z{y`u|7*w8ZAbx7G*7}jEIrkOD(K0?y)8c
z^&BJFBnJvyBrA0<B_%+hmWsv6RepOFD#}}<&odfLPAh6KW$0s4kozMZQ;jK=D4^hw
zO29b5)`vi16|q%_s<W@6G?dGBV~JFA79@EnOHyM=1tfXN4j}FBJjqVQ%p@eL3Qwuh
zAQ7j)oo&#{%z{9j^5ru<MEStdJ|)t*ZA*&4uF0$_uOHc}5#T}nl^;SIay>;kd6!vM
z8Pg#u9$TQKIHqzOD_9&S`GrcU(e3A-rL-#6wO)prgnA<6t<+QQNbWGopQk9eeU?Lx
zguL`%pmnsorARqPDTr=O*Aj_vT(f4=r9z1YnJS>C9H-QxGofpb8lb`w7UK>&nGwW*
zm*b~UDo_ap<h1D4OiP+okzbiQMHal$-i0Po*NSCMEVhaZa&!cS+i9oTlC&S*!;;&J
zQCP_dA2jYw%v@VTCzl~@5EJ4}$T1TT1P*4v>_+kDh!Y}!n}X)Ipi-_{^}g+E&6hTx
zIwF$=gg(PUBl=t*EpT5xT+|~*$Zha~Qc=RbM3mbTsk9&3PTIG18lbhwl9runpIJjo
z(H;1UQ$eSim#557DmpXeDB&%Y$bNBJbm*13y+YoYiHWqT5Fe+>XqP<L@1HD0a5jVk
zAKDZfQ_-7H0zw=~R=1lB4=}EF>ro@p>r_?I4N9RADXU6h6*zGG*sAi2Gh&rJ9WFT2
zv0g&e<%J=aP?pLRkfe#Y1C_S4lgI;e<s%W10O~*@^QDG^P(}9}YA=JPE6%~KRUEk|
zP+`csA+5B|n;pQ^+I;mi+lkQYh(vi&<augQ^FMO)Xmk`PAqrANu11YABuabIB~8-I
zNa?A^4AfhW>2V&@7DCP?LUBLgX-|18D?$R2phSARZrO^hHq~a68oN$zmfbzn$c&}w
zTQS;4?FdpCODbYwicsX9t<2NrmXx(6CT>~LC>+$~tugUy8$zo=hY}?|t2G2hn%PQJ
zhZ&L*u-ua=h52lirDs4vZ3Wb)fM-Z0B%X2)Nxp(kmgTMhv`$!ouCjAmK^`H~n2{I5
zqi@@8R~R)qWa@QN6KG*|Xb!A58TH3Yh*Y5%q?RT`QUFreNb{Qq1z{>mzF&46S(dXm
z5u?F=-l3^$N~sf39$g?xP;R8xv?L@+fhYvLsLr8n?xZCFO%(CUD;DK4+;vo%i*<U_
zP@7`48akejDc0ZAq&~`!qS9r>amA^%xY`itN||*iSwhH~9cn#N*_lb8Of%6sne5f-
z3(PH-)TGDI^KQj+KuT2JWVIy;N?a&f5|HT}B8eBVn?;B|o}@sXr%X=)NrE-gS%VYs
zn_2<pF&65q+p#%`Mu^QA*X^a#o2XD-l+1U{CBjmgoF-+FA}rXce5v@kTb|B`G$0`=
zDBy#e@n^=GpDL3GNK0)oNtpqJp%ZCS8a`bu#|EZL@mwh^AzEE)%TSK+Wl2az)@nCz
zD<{q~SvMWAGDMh)w`R2LSD`lO35!vuPx8Fz$$bcEw5$-pcTyh>I5nkpZ(KFmv>G(?
z5=47Gr700(IbB;1t{kAC<4|fVaSBp{OKlEAn$v`p=|kw(rDf1mjHFr&@)H*5M%&4Z
zR9Fcou982>1-FiSN6ECJJzI9A0xj1Cn65Pe(A-(@6o%ef6YS0`D21^psZ1@eIZe9q
z6ytixY1JgCEkewPVNj}4+@`!)msDJq<v~xhJ42YTpDDLlQruJY_t{v(Zn*1fPK6<O
zNe#R=>={YAEvl6|W7BCh29(3Jc_F9i>`WP9Yl7}VlFRQp0-DQDvf|K65|trE@|_=-
z_dID96~Rwpk6)QUW%@j%rc7B&kcKhrgWk)}wIM4Gz<4dj)}%if<soQjBWqM#5}=}j
z4<wl*QK*ROQg_3WfVl?QQV4<Jn*dItFLBoquG*s1YZN9Z@{vfY#<*a=8XA(oVQ7#;
zj<UFw1`ZIvDB)4&0^>;v8oai`_!89$-LNS({38Ub_JMjW*+_gps#<_cNty!$5aI%S
zuWgRtc@8#}IF%u4JTwujcXubQX^%&Fb!&Po<g+R>i8zGwazAr2JAf^;KN)I1Yh^8{
zFyis4Dk$MmRJ|FwYY;=`T#I(#sG?kAmfKAFOqCF28f=F2hrE|HsKr)+C7cGwm_6yU
zl0Z-I6wUUvy+V%Bd9l(wpaK<QkYEcNWe25**I!Fu-m}Xq4Rn!Gr`?8coltRYQ_`e6
zIfe=VT4KMgwaQB&CAXnGpE<k-8(9RTqG=V{jSAvhNoK7vh|q&kpF<`kLE3)dvX<V^
zXSB%+Y{hvb1nNpwmlBh~ozZSfvTJYC*=2S6cHnusjXu89Nsj$GKpLF#B(v@(-BB*E
z<4V(&1+<g`3w2OiP24c4>%3%2gz{W=B{q2WYK#d_uga3;9&$&Lg|_C2Dvl4b%Sa1L
zY1F<N43Q?pSPjll2%8xj6LTga(2)koA_$T#0zps2>mFMSNgHmTR<G0l0JXGAgNmWL
z;^0h;I-c2WMQFfGwi;4ou=_|VN`lt<aqqI?6{)oIr}E`>xK&F&zfpkwDof4Gw&%XJ
zsp>4mg$1<^Viu=bZ_EhuBe)oFf>a8Wk`#xh^DgP+t*2LN=cPxkN0l$ySeXe49@P~}
z{{Vj`Ga2&3=>gS9Z7NF+ml}6MbY-lzdGR8<bIYGki2JtexXwD<CQ`391xcfoJklJ>
z9MqDK`z<K8Rtu?V9%8^@5TcZe1l~!V5~!Yp7%*bcMq)&vQk1DhIh3LgEmD~Skx3H~
zBKNc>ZtF(s<?U9ZO_wy(BGRgj2~nb?zZLN)6B?rmQ(<5!=9D!o0p|@(zRQ?c3Mv;e
zB+;iPky55XW)$LeDyL6wBU2+3sSd1T_bPn==v$H8C@M-^QUcUcIM?rK)!K?GMvLxF
ziv2dA5R$5N=*iWGmY2|`SbN@VgsV@I?ohVS3RI<aq}?Lmiz?c=7ToG<2}99iNl|K{
zPkaIQSdtdrS_C$x<35!-fIPGmr~u^2PwfPlzS999$Ry2xAQQ|GB1$bO3h)yXYl{*<
zN#*Yn2?H>IZVnrzKK+$Zn<<u|T^4mxa-a4!65G%tNW#*%avRi!--x9srN-YvmXb9m
zDb`8uIZzudSL|w$73yTPOGP@a6YXn=<`k9F>kKKkRvS<rV=k=uPKM+%wB=)mI^|`H
zE{#-$0s1QG%`~O9r`T>(Ik6>`W*qpKOR?Q;+?FLp0Jf!MHW#TYi}up!)%Z?CjZ#!;
zid+83%ZXCc74#`yY-VK>i4jS`Xq2||NdqNCIVcR6Nj?CA2r!|b0tUB82Q-r^6L3m<
zqr?HtBS1!;@H-2VBGv^%P#qp*)arcjvL1Hppg^Bop~Q3d?V-kQCQ^`6r&2<^sf?(k
zd98(cP9&vaY`6h6rFhvDNio|?RTB(K9zqd0m5}3&5L#u$x(egS2_bETD7NOEC|XLA
zS7Nld(&_Q3*96%0I$N~qN{c3;PD7HQdxy&geK}_-iy&cc`D#mUAgOIQ(|~|&R^?TT
z%-B<9Os%4n!EHs+6}2t47I38{`0F9_1#12DNpXyYMmb8tP^|Ev1gOP?g%NRa2R8Rm
zAc=wq8Ky=AxJFP({uC2=k^mYJ;Ue)eB=r=lCLU8Nk6vM=NrdW~QqXjTkO)MG;Y2vn
zmJ~I%K}bI8RJ34$5GX3Q>BUf_Ddy&W{YhEJmR11wTPFbH0IfJGI3$b^B<1hRdTD;S
zMby<+brr|s#Fns@rA~<0K3kDyHK*E26Qq`kyx=!Zpre@X<s!QZoKY0LJJ_|hY4b?-
zpCz(NRT^3lJoKOq+jSw}l<W!Hi|xNDy|ZP7fIw165g=(M>hgmSNNSQogzX|TNCwgX
z1b{%lJILM-IW5iV?<2X(%kFAX!ron}aYT_)goiw}&$s0$!nok2L}^l|(WK3e&|U%@
zakYVzjy>Y?+BLmhu<4x0H@y-Kn>yc#b0)tf#I;Uli!Kv$Q#MS=53w1B1ZNVpxVLm5
zoMiX>^`^I3l~0jVY7uD>l&?7st+cp}I0xKwNg$k%bfn~CPH;G|J5R=kIPVV%HV=lH
zg!vS^R?DeYRVC(Rd2(*5A&|t|UY9(fV3-sECSxqbUKxBf5pN+&iq?-B_P6Y{?`Ti<
zdHM&b=;~<dO&=4ibve}626z{PsB19q-KKrDCY6amTI(DuaV>=@J!fS*M&AK)u{Ay8
zl+`SEh-tVbRjd$}(v=XP-+YCs4?0q;fu@dC6oj8c{QUb;`D13iGTZR=Nq?F3XpTJ*
z%hupjify0gvUE6U6sW#cUbx6!LL^9$Ns6?kD`9e)R<%_RGJJUWg}t1V?aR(8jjI*q
zs2U}$C96^^DfhC%TcG(>N0ILx0&MvX5OTF-l^W}tc+_dpo~6=W40)QDCTcQd>vRP=
z%T5w>BoXf{e((~c=WUx;U2*lT$5yu-SW!~kT9&mar0%7tl_-<kob>b@ZT4r_=V1FZ
z(_)K(QrA`?DDOC@8Ew8JR_lY_aiqMG#U;dnNXr1goX5mj#Cu`JtIC3^RZ7yy$xT9~
zFc2gV7V=1S(g(er#UzvAN(Peu0RC{!s-x}Id;0jRxUFH;{@SgoOMsw+l*^YYN|F+?
zl`9GNz$wVi*~Bt;ss8}Nj{g9U8ONqH5k`Q+H1vpVHwhGU*-}UZgo4?DVPIl$%dNut
zi;k`JESQy4yh#!W9{8PO)bjv(Ipp3?D0x-5KllyoY<1ff%`^Oo0QL0G4jBZT44uds
z_;%~)K4*selVF}u@~Z>?05!Fb>Hh$r%`^F*pVJ&U0R$Cx++%K}f#3D{@zo>UNHZBz
zanK~6kL$}Gdguvpb90?`=i)GQ(_M8sTO87oI{q8%cKmv8{P^shiO*dm`hLGZ$m0SO
zNEqsKkC$JTeji?(c1ki73H1PX8~*@JyYHR)aN__?h4dHDiJdvb#@b<kW`ayfAOHji
zi8neCHv>_QDH+`4?~G%<-F^f0>BnH7Ly|^)eLg#P{5ozp-6_+YjqpxKr}g9L9d_AX
zxCC#V@$30u1H(e^37&e+V{J!BkR)=~54uRoU|PfxI!0}zn`t6<f^nvmdVXVX!;QLU
zPi@KHsO{6`>9%rl(_)ZMew*O+9*6n=0G8hhNzP6)jq$%j^7Y%{!j&yh2qZ|hQ++RP
zU!{zga*Kp$K;}IlnSm4Mze(V8sGR4fHYYuZ_--?>INOahs|5T;*#21k41<lw13Grt
z4!eFB`h2+4J@L~RD(Z8b@Ads28=BBlVFO*nMA&+bx6q6*4-}io+!LT4dwNZ}U@}1j
z>~|Ok9X=<8_b+LmwJy3l1sQFrNR;uwAU72%e5mJaYD#hm+b7c;Bm;Tt(*wWo`1<hW
z*)!qW6dU&Tp0u?V*tTa$Q?4BW1KHhu*8_z~N&`(WqNNkCQ9S|SuVxJ>^vfb*Rg?{Y
zo0!^kGZQ@{VO0nQVI(O~HbgAXm`UH9*j}hPi_5!zoquT+;dIq5=y2+mC4&W2dUaNH
zDkN%rw(9X|R>d`jsuH7nV~$Mz)79!x(ED;rG9$LiQW6Wb)y!W8w;zYA5147^Yw_w%
zH%I0z=xS71b!gQ3y<kLcjbXmbnQ-8j9(LxeL7gHyUUP1+w_>>K?I`MwcI|$*QK$1a
z#Km>E^*C2oI-*hPElHI3?fDXJ#n<cL&{Cv19!t;=$y3p#xWh&&Jf@s!Y70f0-e{`M
z@b}DnPE|%VN|j8u({MXLxr})TZY4R!rN}X9vYmcA5`5N^ugOzt^Vw}oIJa9yF_xoi
z5|DEQfpZ1{0F4e!bOPF&bie?TlkW_PT8F(U0c2ZCtwwBO=Rh$+Vieb@LRw<J<aJ7i
zPI6irQI6EwgK}Mo9oGQRhvYL3W34xxP9i(X0Hq4W=lz_YWB&j;d}rEK-fyloZiC5N
zN>XWvsN3||l?%H4uQZoS)H^aIT2(rV!w}kyE$X$yTAtN5nI0t9%Mx3s)K?Cd;Z{tV
zZ4S|5DkHXwwr$NaT2`O$9$hLV8f0X*<%KkgXhl(IQFTdl)U^3%Eoxu4nm>&>9FzMI
z8RfT!W~W&^%%k#FkqSNMLY(R<Flo2F=8A7I?ifx-LKekg7W7L}p7ew)Jj7b0;FlXs
zMnYaq00Z723*IdxpCPPG=GtOKl&Mgo0RX5ZMf3@n>I`k5oIpxvEqo~Qit35U8}FKY
z=CT=sQlzGJHg`4?cw6);rnE_<#lEdbbR%L?%g>>S3#YEFPpGs4e3zLnA=F9UZumr@
zc$Me%mvP)S1>sw{Evse~uTJL|C+?aHaPLcTZ>{Q6mAZBL1~mods4$f&D{-rmm2=QQ
zks7T@snXK|u&VLpFNw>-#qe!;_&%XVw`Owdnb-9nnD?#4HkBG(>u^-*aSobf+lAyg
zDpe*$Q`xIZZS}b&H3kW3^tCEWPFN>1?i!~fe#tIa(qVHF4XxrA#pgTiYY&!I?OJ<m
zT#4khu$uKc<G5(e%|MpKNb^@srpT(Ywq1E<pGkzL-BAjOMM#-D3xXy!6TY97@Q4|d
zKmy<sr~nAI#EZm$CUlH?L-0*^eV#vM_a`n%7dMS+U1F(qqL!<=!?<tjYnfGQ6;sQ2
z#-vfKo?2BddNc~)s5rDZ<1rMeNogXW8%RppWPE6`%byfh)N7}fpK7gZ!{rX+j>>NM
zoUEVA8c!~?)gN`l*6&_gUH2C(@2+3nmp8ODtAMwBROz)E(xy#`78@?9ru?h&f12JN
zIb(g)d^&R8)~wb!rn*!Zw5nyhMPfxqnD^S)($s5~<d*5G$*NT+JrNYhabe0~<WCL7
zG^o*9RI5q7c?VkOSA<@AQ>iv2t9r9Pm(@rWNL4y5N)5?q-IRFoZpjwK$4aR*xm4Pd
zt<a~V&e0u7T^go^m9ru{gh~koQX+EdCTwn*%s>Wgm^w`2QmHu#U|Qxthy&L1zME=8
zjSB4hJATS;TURMOukippb9lAp?OHV*U)i%ks<hiP>NKfT8ZCC=wI|#b<tm7qotA60
ziajRbyY8F1ry7w(ktzids)}Z+tqI;IId#kaXT5wgU~`|C_JzXDvqO!{dSx}roJ$f_
zVyY_9gt|<cP1#wc3G(g6QA(92xds`DGJJC$I%9dYrQpBp?eMncBf_6Gxrxt?V_f&I
zH>k|rlxJ*CSlz4TA1yAWMxPSb<>kqC8ft1&uV34A>26i)%*(gvHtQ7i2nnq!LMqUG
zI&%k^*JUr4oVatD+`F_dy9xeRS)RenYMlYNHQFWlZNmMTf5N=(J3g3hYCJ2Rp#e7q
z9{r+HuB6-3=eUa9w^WH9WAGec!ht0qAtrSo04x9lDUS+f5(G*2ilC7xAR~|(-u-X+
z<IC;I_Lb4)Nw3*_-R1qm%Fa<;inJ`QYI1v&mc^%2p(c?|zHQ3&<#p4p8S17~s<rEq
zhew-jvqrjRrjHH{T0lgZ0L5v?;^XkC_G5F{Up_H;2jfbaW7u}QHC<fPvFebaS{%Z$
z;8Y}vd&`&0_bE~8Qrl)@%|nS(wP4&(rM~-6qrW9SN)>3{JiIu4ninrG5zlL84W(ju
zn6|9?dso*c-R8xGL%A!IyP_PrWNNM3%ldsfy+P)63a=h&3~TDqiq$5s8_2CUDeB7-
zQya_`66Ut~L2lG6?+kYBw4Q5KY71Q2b+Js9epMT#x@9#MMf1#y*|ura`U)G8w4%zO
z+muQrT}VnQGOD4)u!U@@0YV8<R8%s8qAnzXr~p9LPWGHeq``#{ZQ-;*kr}UYM%qT!
z7_=+joBkU-B-eQ_;djFVEuL)2<{iV!K5}0?^{G{7+?FjS$i5k-PGaS%iai;dhOu>j
zvsp8#zRCLrn$?L(xvMPGXkxKds;YG}c<ko&@6KDc_=Qx48nmrj;{O1-sP!6j>a(`(
zW!Z3{QrWE1DRo9;yGn%37KsKF7IZ01z+r|#2y6pqUL5=a^Umbu&EwC?<x)Mgi+UYG
zxq96)DfKF?XU%S&xz52fdL=!{5fvn|#Xb|2b<r)xTUrv`QK&IjqNw~p-O;Odw=|I#
z&06S`E7hY>kl1C}Ewuu8VndPAw^G5H65N)X4?2`K@<4UXI*p*y?<!KX_p+5i%7B#0
zL=tkPCP*ZZ0D`hW#Aa-mfKHzX>u!Afu~JoQI!7<xwPZU~Oypb^#j|m~mSe4f37d)x
zs*<UWg}T2v*zrqhFAps)`OUbLAOLui{v9Zh-mF~{m~l&O*p$^a%CUygEGJjI3CYA1
z5(YGt6p@tb;w;f*PrGR{V$PbWH5hERh;GbvOHpDaF%aqTTPn|%#3;<Q9hQ(ZA&m$L
z0X$9r00{JzDxGt>=n8Z8iX)Yc^%&D?tORfV1f`*;U=L65@iiCth=60lq~6(*6POD@
z)k4<t(ATUdBa^7`m;izl0ZA7VCMR<`ZHaek&_W7HLa<e+3=*vDH^>+p<PnkbJU_I0
zBDAEGl5w2$$EL?}bNz9)Nj<4XP8;`k%5q5m0K$8LkUQY-)4s*{rBT2_eZ-t~&M};U
zjlT8=LDQ%nymplJD?>m9Tt$thU>Sm9EwD2;104BTxJ(U%gP<aOw~n5;bU6)4^6nL2
z5)n_5NKhn?d6aa{KgGYmXMVgY`IQku>Yk8-kd~k)1P!qUK6(OhNz^iWXVW|%aypt(
zaX;<=4K_$ScJreUaf75}kPb1Ddhlh;xM4SSNR)$wLKqu>1PG*V2?KMVuU+%S2ddQV
zK}m%E&pwh#BniBbU>k_AOkCpGLHrUGF)zpd(m}SH#@yoAV5G(vRt7taXKWu#VEjH`
z9h&>1FjG#Bm<Ji@f<7Gv`P}u`o`Z+dbX<iH4sZ@VM@*6P!N;dwyfpVa8dC7n)fvv6
zfW}GK<9)q)=Oc*JqEuuNYg)!S`4q>~6!cPm)B)N=f#)P1vN@T>Gx(vhAYJ_Hx9Igb
z?o;7EU|cmfUS~p`QmuM*&s=4I78H<WNRG^HN&`!3aY@_&FKg^Z`z(1w;#Zp7o9Cy9
z`@@(t-dEE3Wha^xI|9+MZk5_x(uc~HXp!z~YWwEIB{f5$L|sZ;MyA-YTbW(C>CUDy
zWm6MSh$eae0P*UV7{2H(G^Mn&Y&eZ*C9{VrQc|>qrv*Vs)Rp6G5|wPAIP@L=04IN%
z7yke(JZktyvtjd6<F`36&e|MHUzmKn{i>zex0S>>dp50Oe$u1L4?=FHFDhLPm~-Mc
z9-#7%?6pZ;8L}d~%W)z901~+oa7V!~YzH{MEe1MTNDQ(}5hOw9Y15D%cHDtJ%`Qvc
z7a}cNW1XHj{7Q1O!DYKrH3%HK<@`4-IJMheh@EDQWzs5_dlv-;j;bxPX)r6)u3K10
ztGzXu6DyaD$dAFJ(i*B)+7aOzsX86S$q%%GW&2s3A@||Z?><{gx;bG`Ws>S2x2`LT
zmi(u(UuFa7U$Vlh)T(ug#V5;dL<E%?5oN;Pw1@1nkM^B-xbXh~c`@P+;AfY%y`dtD
z&iV`(b1M<-8xqy4SESeODj)3@#Wv5puS=E<W`^x9sSa$pa@mPek4%+KpiN3Gzrx3a
z-wwVKZJSEQ<!>f=Ny_SNW}JxjJ+|GyPQE-tUQvn=6?k9Qoy7ZZA>}aZRVw5Lsnh7z
z%V*f#uK-wp-63h4M#pn#*UZ{JSidC5h=XEGf-QL0?_7Do<R6K*yf^bVnv*`x9}4`z
zx!k`zNLt+3=Pf?pxFS!tg{MP)TpPX(*Uo-r&}>>Yoy#^TGH!=#3MI`j&vtE5$tss0
z*<6(t@_x~NN>coPa)QvUa?Zu2_>tx1UL9(M%wAMesuXK(_$<+?jWan`z14APw5dGF
zuq&S3O|EkG@T*Xz&mvHz)ajK9ORIiC);ZhCy0z(Pa)v!qm9M|dt8VeVV%T>tEk&)&
z`OMq*Ec+gV%!^7uSN0z4eM^s0t5IyajV6<GT^5V#u28CKOf}N#J~+I6)IQKZvU}|>
zy{KLtd_Z#!z~sL>=Sb&kJjrT`nzfH{R_{mWRw_2d%WO)CFPBp5G}_|oQ5q5`QYuQL
z8hqB8X)*xe0Gn!c<)<&Mw!Q@%qDZvC=sxY{MkUR${{Sb}>gH`q*RgqL%Wh?I1CkT#
zG40#>4>qXui$d(RZ0Bo@)b8q<<j`+RwkI_%D~5)LZJJG5nKlSzrx{H_QR1P}qrdq@
zJp1I$B7cV;v-6hR#<y&EP2Ym<@fUIO!Ziv7M#i-1Od^HKj$2hLQ5k9#DPCJ@s8%D@
z)caI-VpDD^oj2HvaMtkHeAfGLd}eY^;i^ROL&<wfl&YdJ8uI2<D&n!ZUs$BmXEf?v
zmb#_2VhfUuE%uVIui29+ZY66=Xnl=C6>ZE<vhV$eRav-dmpu=ewR($^Cfs#P_RmdL
z)2YaNQ`7x|CD`Rkxpz%<_neU$sM{?t?jMx;*z*#Vg$8oOOaQb%OTS2%<zgn%Ew?UM
zMHo+n3lX)WrrkOoTI0}1*|GL}uaiCsIX}#{c}IA1i=Di|375?%mHug2m*w|RwQ3bd
zsFsDNWOHYil<RJV%iC)I0D7T9x-R>g%cG07Ri=q_QD1U&h!3?=-Z6Qh_Kf&i@rOH-
zeAl=j_;2u)e5$7^2RHds$@^9(C?io<75a*3)mrN|`*ntHIV}exKTx@DIW_u>m4_8F
zWXGIs3jR%a>$$u=crK~<GUlZwx6Erv*!O%YC0<47$1AGQd2xNzY7^vJ7Jc7LlOh$9
zKbKWC!mV=7<(Wx&G>56M=?%z<0moLu5r6oS@$Jlua>%gx$Il*8*Lfbo=~Cc$v#3yc
zu}<dO7L=7cO`xlt&UkxO>&h#p<+h-;Et+L|y;8OxuD=ptiBdzeoQ$>B1d>b@M3n*!
z!H@)zaS{MGgChz+R9uLIV;qbe6LM;8#m@TG<Km`&GwXcC<wqwfaxIEA>ncTF>xRWr
zGjU~1is^xSa{j;O8dUi6mrtThu1b*P$ngy^#HcN|<D7qO=PbM{!gk4lW^*dNTQMGo
zIb6T8`5DR!ecFU|1W1qlzjBq$PGY?-Gk~{IW=&L8Ar}H<CAZYl%yYFl`Qi7&e<Qg+
zdeP-pZcbQOcWvp+&P(#*vlUdkr=Ohbx#qVDt>QDB5Ytkr3I(Z8T_QAl4#9S8(%m|d
z9#q+~r@J;Bin70aX;}At2A|67gTwy-E#z`?mtVOqc+{yMv?}$u)w{lGDpy5$%JqHu
z)j1U@(wl5HeX=`oV8w?`gs72XwdKmWY^}1a?WJk~X$}UQ%0Lb!D+pKw0#ls{SPF$9
zC&P%AQUs+yD8xiSn4c}C3AZqD5dP5bv>xd3MLrFFi_7{SEa(y>KTWBr`<m<KW#3+I
zaFDe~xo<1le8tUq4Wuy<G|Dv|JT^f@W}8j|YMv7<N~+cAQd}BWPEmqDIz*4%Edb+k
z7pXx+q>w%AZN;Maz3}PD_`H>y&8||`tG4tNR_&#~Vbmik;GoB()?ImD+FDh_spzlL
zp+!T`&}g&iHOEx9Y7L6CV-hrJkiLy$S+w3{Td}BjRX*~itVWLQMU<{8sx<_%9C5ZG
z%Sv2gI+Rb4($@QlLK2shTvmjtN^XC25jThy=P`XhJ#ieuW<goZ1RE76DuJ|E0Cc<_
zXAi%C`#Pyf@ngxUX{g79><R^LMNKa<<7lYHeiVu`&>JB@`K`BJit}!`g(YgIgsBMC
ztsbOo*?+UHx*N+NHYyCT>WBb&a!<1?oSvFp-1Ns?#@<l5k<7^y`@VJcXHwm?rgCqX
z*4@87Q6@NKRcV!{Yf`Eq)Bu!5fb-V-Q5tK^b;Y6dthmu33H2LDsWniEN~}a!TQgXL
zQi|he-BWM2+@@BN2?P|WBpjWIIUw(PjD@u8V2OhloWOt%leBZZ^o))pnYxN+$mmX&
zLxE#XVPZGZ;xMbcAc}3#U4|2e(NdJAbmtyR>+_ny#`$e&>F7q}<AlPRNjc9`jrJRQ
z{utZ*%bCp<LhG>VO@JG$QR&mtdIb{Nm{vVV4I|eX8}QqE#9-;$u5*!|pA7zw7TG!5
zN`%M>kvc2GIilMt!uA^DE~Oz4x|sd*l)y3xN`N;4A}#^BwwMl6jlt=Xa(^wc*Nr{l
zleqOe{{S8ZDI+^z=eNZ6>HK~;&l+(&1HM8`nAkv`zI#j@Mo^o0(vt#2m<HNS#<Oy7
zI|~QKLG{?+jgI@|_W7Rte9^EtN%a7NetQA1?maWt8;HlJ!#fV0Fn)&|aVa3<*QPu0
zT_Zrd#P6s)>@BPVrNkTrl)$o+{C7O2;K#&Iow31S1GlGadY{+RiAmuYk<5zOANmAT
zzxF+CaTk`8)O?8VxhKEJucyn2LE#_&03Jne{{Vn`m;T4Cuczh25B~s!>9GYm`A6TT
zEKz^wsmO>f4LQNruimqZCu9u-{7%O`GqK3;zBfD=Bhxv^&U^Lfdw#zHsOve?ot2yd
zPfh+f*kk3t94mGDZM#o;r&5rH8EFeBO4gLA#Uv6^lB1^pZlx2Y1KvJ|A03G?_xk<v
zykLE9y-l|%k5y`t5X%f9YY9@4mAX(0w4+f2p!bw^NCciLOT<TrdX4u|l|-URTXa@d
zrX5==Qd0OyKe}jw31koo+`um@2V?+}7sMxsik10Ll|i7(TXbetrXG4a$V1=~lEXMT
z@;~rnzj^iVjTp-zWm*o_-Awt&(NAS*SMN3d0D4+Z>FI#NNXx3vyfTFQx#Fc&QYq4}
z5X}%SJ>vubZV7|vLF6WSW>r$)LOPWg_dwK``3=ks@G8i$+^x8Zok6uC5<T=Gdl@Q8
z9`+99twSAs^R{&F!`8zOIJHJ0D1{#gj)v2XcmNGpASi=?l=Ry_GY@Qzl(kQYhFWE|
z(v>*S10Y}ojXHFJj+oBi0!}h@0u#k)2~HHO5D!+<*x>&F+PIUDoysyl#goS>^R84n
z94iJ5l2kOXu<L0%=z8?5u-ga-Y-}?q`^r>7C(Z-`Vdpr?eIL(SK|&8);Of#9jY-J>
z>No{wqHsobR|m>rEds*|N>G3ksW=1-d&fSfI7#ex<0VRNoWh!nkR-dQD=9cA2;Vxe
za8;|{J&sZ^Njw%X>+b*(lC>#G_fihzk_k!FFg;YP1dm*2gi%NXG1TS+YBbwkch+^(
z;z%<yXo%}N{h!YtRLf-L?IkHu@{(1ktfe|qqLH}(?snYaJ<kqbE^I38>2uJn+AIeu
zR|UsZhe)JCX&@=d6J0|{)ua%HSp>Z$<zXza+m0<sLJERrmqt{%A@`C}hSGAh?v_#j
z3L#y}m7E>=6%EdKysxt(!?Q_Zq0jq{3RE6Ust+#PklspK1jnx2Ooah}vXxQbJdg=W
zYH9?fZK%Kko^>sxg0~b>l4bxGQjMS`36(_NGU`O5uO*gN;^d_wNERfL0#XeA@qkXC
zNg7TpyODgRqH;r(_Qx-1!M6=28eXf<LIPZ?*QNx$R;j!GBj?IeksT@|vkj=x$GXrQ
zJArBRKTLmKHS!h?+nk(`M&mi}kB6p5Z%?6zGmXFSqI2^Hsox%${5b2`Wwu&FO~yn3
z6QMSVB<`gdQjVmOb-p=ATvM(s#a&A!N6hl*Gy`D+Y-(LU40XXI6O5jlezWr9Jk<<u
zk3pOQe~*9XjyLvWpS}S24aaW344ic9*Nu#P?X2|2-N)CjU(4adg+LqY^u%O=uK3V8
zql})tPEYaa^5{GC<Dog<IsPBhj%#c-oRw!718vXGf8n2}9D<aQ>Ht6DJL9KL{{Y1B
zpo4Mur}Dz$C-|F|l*zSXlar!z#US96g3@!;@9$%9JwQE2=il~_$g9id_cd!%l(!&N
zF8jF@<)<1Oi~Dk-Szv$w3I)Zv>fvy$M3cw9&l6KptBQ!&B>OEETbLL=`;Qz1<m9bI
z00EqnfwAMnM~@p0;$j`;GUT)FI&(5!tyCk)sL<+BQlj*?9Yf5#{A8heL!nyI;*d3r
zoDrYYU+gziOT$@t_uOT*RB+(SX?1P3wU@YsLe^T&Qb|Z<5>X}(ipDYdP5q?1L}-7s
zHwW)n4^k(Hu|VpG{{RQP;k+3wsVh_=4lU;jPzfF23PNP76oKKs#B$}ns&%;xsZpXy
z3@}uKqy~u!DOm@(RzUBAk*5RDkA&EKq^JJ?YNzuKu9z1+Ivoi-w})4oTc=vco@z;Y
zu~w}~q15RUWjO|&6%i@)u~UNEvT8zd%(me<99LH+tvV$(G$v@VLtbQP%6UjfzPDUL
zN{aMsrIjqHM1n~rN6=WUt;#BUtTOECgv2=GC|a6nmfI;RN>BU8HG)%}Bq<$oHEqAw
z{jQ>>sO<em23Hi~TqPB2F0Y7ihkK47m)BT|*NaZ2F6BeY2A$+7B`c;{*(w2LSn=;^
zKGV&AZ>cz;;9NJ3QgFt<4NJg#K}st4W6UO*RE1Tv<<?ME3x=tW87QekZsc&bMlGI&
zQF82n)j=_NQCf<Y(jz@js9bAFK}tyd>hJZqprA4}Cp%|RJq=xsrhV3IZeGb*DnU}N
zn#44qjfp98^H~8~<0w{l>UzVzNmFC;`mCUutk)?sP(+p|JlJ7?0)ct3ga8+e6<`fO
z0lo$vy4N?kRZU!%BwY0Oi)#M>cO6ejcO(O(A%w4dohk<!alW3se8W}Pdd7HysW@*M
z?Jp6g0WLJQovKQJQ2|JC3^;(24at;+Yq=PTuiCW(l*z5F_J8c_hQ8y44>I))E?G!Q
z(ze}ww^p#?W5abIkclNA;o^xl?P(rFPF&i|M+-_&^b4t}2w2YR1?z$J6suwiuyMHD
z?&sMRer86fLrgATqM;l+sn%dfjWJD~NYJ4nb=0A><m7_Wp?Sd2ddKT4oi<f|EH)@!
z*-*(SaY&4|(;Y}x{kND2PDYXjPC-cof;h2%56p{#LuIInj)XYNWqXe|DhfFoQ?LUW
zCvKP{9C^oX8LI5p53X{(x5;QYl8V==O4S1-t2Ie?HN+4^n~ibqp2;g%?Uxha=%V1<
z4xOrmu;5<~rf4?GND3)rA*8jH5TwCO*xN8To_-%cv~#VsOSveHTk-^iw;BWCu=!`o
zZEAT+YD|{Yg0(3v;GsiGwIGZh6n-XaP^f&DynU^BRZ<%?c+CgY!rp#lrbm_wYD(0Q
z%T6uk$<XU5akl|Nl#=9IQ4tCoAe5&{Q}>8S2LU5;M{&OWKLZfFSWW)cRjsQzx5D64
z$*ImmE(Hk{353Rm!3bBprWy-YI~Vr!9~X9Rlm7q__S%I`AxNV&;<~LvIYV^RN=xfV
zD^is%cS&s}N>M6sUfBDq+J7ETVttu$w`mlGaV2oG!gyOrC`+#K4kiT^K18Gs@Jqe=
zf>Z7?s|m)Q1}!$4a;<&LWSLXTw5oH<$qHx`u2RqrKJt(dNjMle=y<a(BM&I8$o72#
z*`dR1Gwh7V4y7XizW47WDP8hhSqD4x_;DunjAZ>sr{~j*FK9e`_KUT=SBW7?RWN+g
z(SvX(>7k}$P&0&=ARSh1CmR0AJ0Lp|?Ee6>d<khEi*AiIoJl}<m&B{$s;x>e3Cilr
zQcUGSK_pun@v4@T467&LKVQsz_~xh520{FB)8(A;#n;lH03CXrv+^7MvD1z-I(p;M
z06X*Ba3TrT<~itaAr1wS03#l~`02r7UI6X5Bxk?CbkF6Fk>7(9sVV@1H~5YMv1s-A
ze?MNDiU!ftPO+ii%YFC9)pS22{5aIBWRdIB=t2BCdU3M4ACdkXaXS(}U(baED13G4
zAE>~SK9=jC*VmUU71Yy}A!DH!Ada~2p8a}yaKv*q8mC)zC~Y-TTHqo*MW5L&C8_Q@
ziEov%%Z^5rl@BLUi(W$YjerUOhj!<l>j9|js3k?UII=o{pLBYSKr4Q@#yjxR+%;%%
zX>}KC3z8vBNsS@M!D@Mij5V?xY^6ToL$B&e&J(WzM<WV}LgXjYd;b7mvxSfW<Sn__
zeeZ@2hXLPgrqq3c^=vjIM^dDz?<r=TB^6ldb)-<-06xs6MMH=Q4z|%_Ds>83dMS|0
zB0~Z_O(=|~Lk+2?7F39inant~CWwNf>}gA3AeR(UpDjAw%7PNnpi}A;`15J^Rl`0j
zRVLkOb6JiOr9t+FWU!{3P8?<S-$E3jfR)E>ZJg`Nl^h|JAc+%RTVa4!sL;T0G8B{0
zWw7I9AwdVC0+Wr$2#`#bT*jbDyg(*5Ki3hcNGbr$puoPGjZFUllwS(!L(7d!X{fOz
zxVVp|8WQVkLW*5jQdS&t1A3cBnfHzol&1iYl^z`ilpKr!04cIipgIBp+-=-o`f$y|
zah9~DW%tqxYSZM$K@O!yO0=OQtdyN3V<&O|Cx<TIlkJrC$WF4$uDlvjnhdCh)~3Qj
zH7FDSFozNVaA80Icu+Oy2gYL$2SLx}V10j{Iz9KZ^B;%xAFcT1$9I9%o&Nx*=;VC|
z95?|mK$$V8^1S_I;4&gQS|{`$81%+*oM#!sp=K^`*K2z6{-*#3o~BOn40-Kn1o`7Q
z&NGbQg`RtF_kHjj+KyJ~r0o~$=OXai^LLh%UT<>h>E-ow1jM*0uCX3iKvT5Jn_s@B
zRU_vZdIZ!m`amPhLRQL-hZGN&26>}&@_(4uHzzN+(i2v+Ym+HeC{mWMF||W~LS@7X
z8l9%hj<#jQbb^Tx<TUGk;?6y5@l0Q8Cx#krNpw#V_T?NZtwl^rdzfp6&`Z)O3vnz_
zYtNKnOE6qmq|I>Tn9oy`qL$()@tay5rdxHWSqV%xQjlz>iiTGe%rK%#ropu>MEC^g
z&?zg=PUs#xvPm8nL<0sSXGn``q@q*eIEb(%)9Y<GDet!Ic`YVG2nTeb)ayvbatbq`
z_arFpIBzR((!=ftThiV<w^C9-TWi1?bFfkrGmvrsKMorBcSNc>snsZ@K@r+RE@0&@
zF`sm}6R}!1Lb3)<7mO=sEBj|kxY$E#32sW#oR<b0R!P*Poaz`q;a75Tk(^m=_9|`^
z8g^i(Wm;rOnb3LeO|fITQ$sP#q`(H=>6jd*Nr{f94gFpcQj*%6DJXTkl9F{Hr;@M^
zH{Adnf<Vt~fx=RAZO5o4Ly?e}qDPjM91yaQ60%0b6P@&pAfJa0%~msV;xzL|Qrin*
z<fkMQr%F)aAZ$t!Q=FcFlbjwK+Po;QwD^*joI+!`Jf^?irEjeX)Rg17DmgupPUIZM
z;sQyFK@bdTK$~*(ym{he5K<rr=@5GUxGJtvqs>Cn$V*}N(&J?q!d=Evp|KeUVmpF2
zAn@9`1x`kOn>iU;LYr1`?``g!V{G7`rhPbBQ(d1<4%6o9bum;Nhbh6Ny%eYrhZCHo
z)`mgSG^k+VBoV=dW&$4as!X9jyh>8w#zL~3r0<V-Z?GLY_2Muj&Gq%vbLvLqj=JGg
zd@AxkPp3REl!!jVG5Ag+O46k*kZ^Sjk}yX54I}~SpOuGrVdjdN&9PUIbPWxqPOG9x
z4abl({{Vu?48M&2?6%^*?s$ZC>N=9P>QS`^T2`!q)Qpf0Hrx=Lka9N0+$g9umnkkl
zuTxZ8lNn)eAwKT0(dJjv-B9;bJ~`v5;Wb_3DyMN$ro;skV%dNcHzgV#k+{bd#%Xds
znv{uc$O{)R<cTwI0<Dyd<Z_$nwDN;98wGnI1a2{@{2Y&mefwvJ6@`y?1QG}XY<g}0
z!1eVXml0dTk1!g(?RVs%VaKWM(;9U}dX^CHwg%gG2R?HuVb<IS83{`ID|tS`!PDFx
z`}zzY!*ka;<4g!DKsrU|nnAI)*q~!7BayU3c#ZvjQH2vr*mVa3Z(o;FkDu`1dQ<=z
z`gPnM{{XMU)SZVm>ymT*dwmaY&td6V1FqN~4Cm|99lLFic#$`?wDOyaZ*6UP-e5&_
zYE8L(hux+($5+-i0FH#7`)!Zs(|x!IRtHV@Bk=Fv>Bi2eV4RGezMJi~cOPE;I0_aw
z&e;0r>%tu)O=q9#EgZ1sz>r9he~6EVOmte$Uzi_(>-Z1lzW~;-Gn2ngnH|5EVaCp^
zk&ef=^ZgyZJMay~5w_nfft~$+Lq5DilnMBKAkUc`x4FF9Y?30{^71$5^*&_Cl&oNd
z9l^%Hk4~85V7w87)SQ!@x^3HUo=0DydQL`uKZe7nU*+G8!N;du@12jX+*WdV53ea2
zY&5mRSecvINl53cbTBpO2P_%|ZJh2hI^#dCoe%Nj3xjjtIoxgPeSbXv06=J2>JMyp
z?eNau4f-BFmlcpQejh=<)8YAXSwdtJI{bQVt@_3JVeG__z3m!la%Y{QI`qMVZfXRb
z@B#dB)8UeSgMsX?bd>kT!*h+m`0z&Cpd9avW4`##{XSifP9ZPa2jb=jgg!ym?}q%R
z?pl&fCfJ1XloKMWDYpb<FU!N8N=hDm@P#F6Vl%9vXj{l5nC&kcR{-HI*E2-t6Rvgo
zP9MT}TP`7&c%K&HRZURv>Lk46w@%yDPdE6QrvYk?l`qx0JEj+nS}Ii4zmdn2PQno5
z^;HW>mKdgG1;<^;pA(D9GPKfsPP(KtpAyC@{{Zb3`z-D66aFM`KM{A=h$~}~%(Y6S
zP%P!rqQ|b>6aN5Z+wfr%b-6mDNupDzf}q5L-8jpeRFK}Kr4SP4rBVkpKF$vq)*MMS
zE?Ct$L*fd8($<zLwl#J&KCTjie5dA8E*h0OoZE^{l@vp(O$lE@QUbVTyhQlP=eLR5
zPT8}$wRE>wqFU9<mf(QgSWQ8dCVk5}a-20u4P;7gml(H9q_Wdd*oOtAwi{cETdIO=
z-F)HXozn-IJb>nP*JIvL-$Sxsu~?A1e&dfF3?-^nT8iq;8dPN=r6FuihV*yK%JUS$
z(wPYJej~v>yw*DJAEWkz*(!c4^$QInvK3vFaebDjc9D?7Of|;Z;!Spe{OL+UtDgu8
z%8)1-0ZAKFPWB?3B@IUl<7uW%Le{P(#}Q%5*An{s=N)s0zeuV?LexQJhciKv^MnJ0
zr->e2bK8{8#jp5+vhQj<DYBPOrmhqA)mD>DmJ+2HQbjVUCN&yU?S(2TBxT9TZNirv
zEvYGt)<l}WGcF|BmShHfqI>b6(@n)&fk_f%)Fd|s6lKbK8?YnFl_o=R*-O%!WVq@_
zngWzK^-0P;W^%*r9q_$TyE&I=!iQg`JicFZ;>&HfQ5Gd+Me`ut6jUggF=9$8X0b|J
zOE1Bj9!zGQTd-E+zHn}@5ARTKo?>$Hn*4rS)9IIxtk1aaDd=sRJC>Gg*^wE%Cn*Xu
z5iaek2vTh-8xIPlO;J?p8)_2KF&y`?uWB53w;%Y&v%R~eqwN0xZ+jWUo}}WOHj%{&
z711b^({Uykb=rqe(qBQNab~iihn8A?nbkK?(o?J3F30fx15v^&_$z<jTqBJ#)AYPS
zO`%mpWod6R<ADeYE;6*d!AlJ|*ja7nlB#zUw?~)UkMT2k%egJSUGguOm-SY`mnw^O
zQ~6xgGnmStO{FQOrpBl<ZB3UVGUF-u{%dYWN|0VhT|+*KzQXSZ7loOB++HoY&0zC#
z#l9#q?ruq0meuWHR4u4*AXF{-HOpPP>T9agTByc##TKplG@mt^WR=LOM@pZRP#ahO
z0LlBU+jeDb%c|6)+)(**ay>SKBJ;1uF(=<OI*Y8f<?V60@$)BCt2JafJ3jEG(o7aY
zlEG<D`v|E+iB*F#pE0z(5_1cV`()!NT1d)N4nl@OO2+6=3Iq|g`iC3#$=P3OU5;k7
z@YktpxX)!8c(UVt<7?sV9v@!&N_p1>Klh5NDe5vM3V879lqIIK6eV7yS7SJ*XLyUO
z{vj1qG<-$D-X&$Vt-_kN8(IPzQ-YYKND9r}ik695igOr+GN2r7XI@pESvko)$=GMP
zKg)#k(#{s5bR;CGsE_~y8=dwE-_v29+$t^}Q}Y^!CDhw&({CC<QjAo|skKI}#%SkD
z5`C$oPnqS6BuH*U3s@ObAnsAs4oq{h>43Opt7^}V^1QhMMQz%ZN%+J7qy^L9xfVEZ
zd#6k8ET<r;Adr7AILG#J_RzjK_Y6MIJ3{3}DqKRUsaS3P68afYQe39v33L0k<h+F?
zOr%t$_#w9#ZP2FE>?5{4noTNd8{-s8O70pi6jTDNz7^9b2ihqn7E5^(auic?fwb$g
zYYM2k`h2vep((idd`L^t+i^)|Mxc~=W%j~cES*K1`FfN_cv&h#>3TCLjO&d&my5Cz
zrjp!Z+EP#)O4c4(eM%{B%0l#%lCqFSRg^A3UAELF<1}frl$3x}#KMf8<a<j@<dtqz
zNZk5y)}>-yG+5HA6)I?p0t9zuOPb`!e$32v5LV-gSdpEO4iW)cm4u-sL<7xNdja;f
zNa7o*_G{Zjtx8G?skk2yuS<?8LJ4|>s)m$g<x+y~49$TL{{Y3j1xQnajd0L}Agy`p
z8f7h^DFm$dt436$0#ry4CQMEW=#S5jP%5Ul(k4rVP^P7CYAtzH2(CwUE+qp}lahx5
zIw{85B#Z?nJXqYDw!A-DHlHc%OWx<L(7AU<jYOpjk=kU5CAgkuh%d^43Ij@NJ1c4{
zDnxdJX=NcnY1Ng5%gwqqk7h`_rYSVZla%#7+>29jh|;D=UZ&GHM=q&tw3KE-614|I
zWd+nU;Vq^qK<0|4mB>`#Ay2xe9C$h%4lQcbrD_D~B&#EHpTj?-{=mPpH7nl5(b+F+
z-J5Q$Rh_Bgov7jbBCW+HyR+)A;S_uwuiG%<S4&!2Vd~cyONA^wP}kxc6-+pm{sQ*b
z{iR#rKF~OQf3xn;D5+cyf|8=88P~%rsN3QW@f_%<c`0es)~!u2DpY{t=_$!!!B0|$
z7cpGAVz5xs<kXpP{p3QXzW2N~Qc~+|xP@n`NL~majgC0^`$4(MD-o|b$-pNLHvkcW
zPD9Qxy(eHsI{Y^gss}K2DLHr(+uz20bG`us;yzt4wuj6lp*oc#N&w2#wIwZ~ARR?Y
zR+NN<?xiSzk&<zZvl#xszRzjibyZ!k?W5Gi!lsyPa3)J=%m_l9dxTY?+@cax89-D{
zQKlzn`)78Bxh;x*&USgXN<dPU_YtT{mv0hVMPns0Y!aszmvs^W#CQ8a?$}(m@Nwb;
zm<-#q7e1HE7pinn^?n4}<Qdh!U~1aA8>4>GT$RG2OsP|@DvN7rN<}6VwXK(um9(!c
zUKBpf{{R&n;OC7x*{51{>GstY?&baWab9(bi;?Zv7Uk4Acg!bVYP%)JnVnUr+E*RI
z^mxjB!%(TyDiqZzGvgTI`22bEI??7YCvIvrkv81sO=hP=Oj*<mV*dc5*|kc=E<8F_
zq-gA1bI|aGE&FPcnJ95c)OUtnU`SHYH+%*=XIhp$#O13loiR$O(&#fP5GOTJTg*`D
zjYy|Pl{vDnIdEfEJ(W7b6cEx>P!vf&K>Hu|VcAb)d?vGjc3JKzR>u_LCyLd(#VeVq
zbMdLAYMD!I6qK}d%(Po!q^T`1g|8w3SphMn?RKw<ajG}FLB*@6sT7J9cwIv@95m3m
zRl{m)kmWxQeyG;HQ1YprsH|V@3YkBMsU5)1psQbgi%)a~Q>HymUZ6rjFR_9*N>HT*
zpaFtEcv3NpW1%~*U9_AOG@6@QibA3<TGD~KRJN6+X$t9p6amho_enuTy^^gzzDWQi
zXKvUVd_8s@dL9(fF2>b?=6pK!0Gw^M{Q>HIJvjF|elx^rp)M3vxBL}JD<e%DNe;|u
znPhJU;~yGv?_|EtyGC4phqYPRULvwj;=4CgnszhFV?PV1L;N==Gng?>!-Pl<q`@7(
zw{)p0F)J|}N|Xv5Zd)NIY@~vhQag+ty+>{v%a@Y;mA=yJ&rso0XFQjGzR}bv(h%dp
zB)mjomR)ctY6bRQ1nSfjl_(b~RH{8?w6{}-7H%~JnGGRMBUr)EyalH{ebo<K<N^_s
zd4CCbc7a-%NO)wH-CCwbDJN1=5>(pJqozvS$i_h+6VveC(oh1N&em|3NdZbil~GDy
ze)o3{<+h4pU;`3wKREXD`#bj0#vBY#c1zly3q+RbE19O?ouX|gCF#?|R__i|sk(!W
zaf(+-LR5y*yonL2?eJ(^NqW$@U`%ZcxZHR(*hpo;=A}sUT&hvTNirQ^ko0pcsR=GN
zl)N2fPBu_>$0$5YS(7C|vhK@{$fvrjK519%xKQOO0k+ieZkDLaA@v}*&zlJ@w7_kr
z7Pk?pa@F`;&!s|;xH71fSq-QLBAS!1l_3LSM2BK6rq|pdzyZk0(~R)M-1nD=ntGpk
z76A5k!iZE_q*~jG3C^by)h0@$EGz<~H|*ilkdmEP9Ch@(S(?1<D~WI_sR1C=xR%zX
zD5XOyK}@A;D!C=Kc&14*G4e-ieUa35ams!ypJsm9`#S4+pLhQN4)EHl_83ACrWfAv
zf5UM{C|K^(kT9MjPLR-Sp@gF<uvI^kz9MVBaw~k}uStyN%ZpXNE~<!8DFI4w;ijC`
zl?-_)7*>^Ma#>67k+bZ%ROYJpYn3EVY1b0ATzsV~X-N;Dhm`RNPng+DnNeP&`>~+v
z`*HKTn^fl&`&DjRs?)rAREZ2M1gHfmD5wuKs1*RMh#5%0Cw4yV=GD=0g(hucMAzGC
zX^yoah8k&W-z}vKf`X+4rE5--pp=Cb1g9I+pi-9B_@Fe|RHD@@Y6^8(VIQ>31SNmG
zGf0tnk@L4~D!4ZoX0n@xP<Fwt(V_MmZ;1Ayy_Zu$fctBzN~tmxpuJ9|B`v89sR}Kv
zAt3}Q*rr%qzh!A%TCY=(Ffxe930A*!pWe9Il0f%>1+1NpKm|N5qfogW9t@V{Qf?}u
zoKE5C>1_aG3OHm&Mifq>94-N;01vvl^`~?0@VBaz^_oQnWU5rx494rMNvg-Gq`ClN
zY)P_}1q`LFO{G!eu&pceiu}|z;v}noXg%`9asj7W7R9||p^9`F_PsibMwo)ewVITe
zlaWuSNJNPYp-6=h)rjn&KfNw54+_;>a-0;Vnu*neIsX9S8>2wU2PS6eopkqr+7c$=
zWdH(odok?xqaxSGyFtS^dXnP}(y5NjFSSoTnx?>2Sw|7=2MMBO6l##*E-7I}w`iED
z@fNJZl3dGSG$@d%@~ZUuojw%0B_^j=dC3Z^KzW5Wm{X*$0;?6)i)dPur8t+GOU$~N
zETMdPj=H|Yu4?n=#3v_tGtO6~#It#aMRuE4=2tGR8hpByjJP*+8l6V0xHaZNYfwFk
ztlbfsdgBuwY}RBo9dKHaDm|-D@o{cQtGgO6n<|GbwA5hKqQrKSK8+#yP9+rC^vM!r
zHskS9mX^76+3q&Hha<-&MYg6NCwcgrmP9JeyeKtpXxb6cKG<%rDcG<s7z|V?)frUv
zN@=&<rn^!7n;s1JkrnwA*Ob)L71TDk$Hlur*!~|`#+&Uw_iB>uJC8ccO*)m+1-y*E
zwr$44N|gkpt!=jQ5Rj&pg*MZT{_6h#Wnb-O#rSWtI^SW9dqOq!+)smWjuXT<l~n_@
zTz`!4?hK{AXt-kN>zt}%h^n3Ei*3-?SJH7xf@yezHLX<F(D5J7GwnkAE&M=zmz?#P
z%RXtqe&OZS!6t0ZQFD@;0rqWfVcX2PsVFKX*68<TEtRz0!)-`?av?lZDkGCAQesVd
zxz{;RscNJ~B@3G4aw^UzA#RqkVbk;1$&aYK`bGnioC$F!*&0#(6hGx9__5_J=iukV
zy}fkOX34gBoy}W<mv!4xDb#1~i#qqQ?WQgYZ62^>#+x>fw(59+CaZ4BjP&Y7L`Z{B
zl}4VwJM*M*ND?JXOCf|A4;ZWkt<<#Riz`9{u4QhBji?f}lC>-~uO(#h#?v^p7ui_~
zEIL|R#OCm&wdHfd5F8~^d!nSNAqpiO>1=)1MZ_B7A#SqE$Ymm(%6FVCcQvh4Q#Sf)
zX+m9F>1DO8bj~KNnrGXpr+p!nAq~8|GMt7(QNwMxfS~Jvw$|sEvXZn16q2niX$^o5
zok7(nA$)OM=}sK2-A8@O8_xd#9UKJX03?6`B%A;@B%Xi{<ne1Vw38bNG3X~3;BE&~
z1LKZ`#U8lENynyfoOj;?sXS?ul6q%<&pq?sg(b;v3vG1hkIrgEPE9?D)hI1Cq?$vr
zQXFcZC2BtW#4=L32})8KTD+sEr%_FCgb+wNq?DL51ttiQV+0W(k!un#0tiVO5EPpc
zVgX5m8$l8<>vG$kyyoQSsHc@Y(!V)$n!4C_s+%_Ft6RvZxfv=<cP65lDmrAXl&xuL
zPKA^uN(mqn#J=S>+O6ZGm6sg`u<wW-V&C+d9ZHc=O|5_3Rf~#{@9b)dYH=B5bELg0
z3R5K|!rLw?6Y3!|;Lc$ogI#=W?tk5WTqs(Dh;S>$jJXzkML7To0ztAs01W^U5o|F{
zHl(cuw3N6NoB@|MVhXbn21&UyB#G2x^a$`H_U(9G@l67kW^;ObJdEcvjI|%wtIKJ-
zQstZ*0YZ^jY&Q(OA<#o?7NAI4iBP7r*vYxrmAVamfg*=jr&U>8R%Ru1`D{x`i6pv+
z@;`E=l(h4VyoQ#n1+AA-oT;UR{!4(NBq=I!DoF(@00NZ*kU<Ir5O)L+LFjn4j{%=+
zM~a^aw>&B}4y{t=&7W8l+Dy9=<@SoK=@DT&DNtb2Dhl@5xMfphi1DN`H7y~+)K6p^
zjfy(OI8w$%Dd!f1GK7+(t!gPsTS{S0B}!3FP&1^NN>YGxCnm0dC-$gXQrbaNs#waT
zpa4qBr6^KTkaK1TR9#D1Odrs8t3-iO@|7+eSzgZaB(Nl~)4`by9Zkq<%tE}U+b1Y>
z8didGl_c~}PGWRjN{{8d*v@0PG$?cmEj)lg&NHRdFC>gD18xbq2h7^1IJs`s({@`l
zOA7Q#6Dnn=M!8+N;XO)mhz>DVhb~Pji!L%9c50(Yfc!TV4oeC_ea7Bl)vjN5G>2Bg
zTtRsVO4iU)O2Qmc(uJuRDhXPea3Mr#Qkz;q%2kbNSW=pCB@00r+EE0hYCus3DJdi-
z0<w})Qc$d_LXt6)k!`l>794HV1-9}+k`{oX5@l%$5=n_jkV2E0Dhg9GcwW!jR?W>=
ziu;f!QYaOAlPyXC2`@o_{HF7$sfU`@(sgN4#*lN2?5UqyoR+E+DJ?~jR9!J{K?-nt
z8`8{FxWIA1bonklr6s_vkgY_VXMxqrdJS4Mm{kaI=ERiCvE;;(%Wtsz4<Svw)6BY+
zA;z6Tl$D`rDN;#FfzJuHD2&h`M}tL&5+pcGB0N}4wdBQSGeb*p*+U=(5ReiPgefT)
z9$5z=LrpI+B%w=ev~pR%6b@pS0gzJwrV^=D!A?*M!>%PLZpunlTp?uTBxDFlM8(En
zZj%b;uL`n>Dr)G|l~xwR^?%uL1zE`9v^J`kirAc5Lu8>XnO<>hAe00Vq>wlbRi-sj
zA;dZo>QSdcfgs~PgcP3H0Q4C3;RveY8FxeeWj*}q0o7rr6ix?}_&!qg6Yil!4xa6&
zfc0zDbeCv}kkVu~R=8<29Y`fFq1v;?D-S0GrAcM-+TIEq#}6qdSWaVb)U>j+ls<<Z
zLQ>IBcC@MY64D!JiAj~X5RB2PMA~s9e};Jhw==S|wn=mx$RVU=Qr4Kv4pbEqlM^;J
z!F|US$WUjr?gElyWTb^8g-CBs<Dpkv5uUqnfM}3GNEy|++hKrz&mWHtmBBrUlq%M}
z2$1oD8%7RRhNdx+lAuOH0*M(4)7ys0q7#F+VtQ-`Qcpqi$?fUJXB3|O1l*PoPMYRl
zDZf4W!JKSxpZvRnT(7M<&WLa9bc`3=mo*a1x9ayj!!^2n7K;Vx)1<fxidt-Yt+di|
zx8%OzLlI*(6!eGOZI+U!7L=N_y?N(YzAKgMg7LPRV%4M58LV3L`iwIn%3@wtm|oPz
zl80ueT4hLaL}+#Own|!#gr!sBbHq(Lt$2$XikB;tYgN@L>U2NevvOVmLAc3zXkWii
zpaS_zZhr0hnM=eJ$6;!V_dhc)%ck9#WLvhxYF%FKOY&<qnfezVl|ZJnS)7K-kQAVW
zHs_Q^l&q!I0&oH6YN`i#7#V^Pq<8B<l_-*hcVRK^j}t0Mp7GU`zzqc}eWsxq<Q1tZ
zQc_YzP%{b4B<8StFpQ0-a<US@&?r*xHm*9|P&;i|^-G37oYg7U*Ho{|dP8nHr*x0p
zM{p?xDME@HO4M+j2NNEFYTH*_TGiQ7Zmmmp){pG88vMD6dCF5!klX~O1Z5Sn%ZoW%
zq@+59m3!dr!wJrbH2OD(8ye2#EkvW4)#|ccaw7>t^ASgn5ppVZwMZJvEveNMCt47e
zu-Qo`2;;Sk-!N={4rQ8|cC}T!u4ZA=(;{hhOU}8abte>DIr7k`>ym}5NGm58IO2?{
zMwQu>RTrLg0t%UF3wcXRiBO4HWeXsv<^VWUQcz5QB_-y7Q55~!5TY`NR-n>Sq^Mp~
z-Y5b9%LTX!2M?3B-KWcXEZU{LQjJuq)1pR-!>%%!lBd>YDGfuWp(+lcETzEWra01f
z^At$dPFcIkz~^1LQMdU|CL}u5)n9}Ct*_5RjU~8_Ri!lhEXaH%w~Sa6;k-b!D5=7d
ztPH4z+qf?|@ZnRS(B(jqtC5(dsD@d6f|yd>ake3cK~Y?nRPL!O$G#JiMv=sZxN3L%
zw?$sID3UA9s+!dr1$p@kX0J8n#|>1X6rk$%Xo5K{$T)4i8bX4OOHx*If`p$Byey#a
zdKxM|FBnT9(3FheXHt!l0!0M)M3j=Ul_uFr3t?d+Fz}T)QJBntgop&@QjVo>+x)n*
z>^mlUU98u=uANw%x@$`?>J!|O#(}NFrN+><P|!n}DIlngdXF3Um%o$G`SC0$%aLl*
z?4;XpY7VwbY|jpoiAfSZ<`NxCo=Q}g0@Ssn0FbU4UU%Pg+C}GJQ|J%LZORl@Bv+@c
zC2-j+$85D7USjg&tC1k&frOG46cjzymUEoUzo5akY4q6^{Hny~r$?wQm)df+nH3x}
zi6NidA(m9xPNy<kNGa5jkklu-%B0E^X`4!vNGeEoGTaLW6(w13Fp|68*cPy`Q2}8u
zsX!v>B>^cw1QH-7Mz;ym5|Zn;?8}Cu$*XqPol1U<%bBoa)Ei~?T$IvjZ#^z;c2}2x
zlC`+NQ;P~w)IyFjIEelxFN)VR7g6QChfIq)Eeh*;w<6(f21L4>Q5`}eCAqC?LuhCa
ze590zlc~G_o)lJ}BRP*~U6k%#(4|eN&vm-hR_CljW<uO{6nQQ`HHFJ?I2wqwvH}$6
z?_EyKr0Y%{6xp|J2HvXBZ0ly8)uS#WmCKUu2yE4o7W+|*Hk3k3XpFTj=RB|!5v_W%
zRhf_qPF%21hS*6-1cm}!PF%ApT9Wt*P0T4Oi3-Jas3_Ysl_}K%1b2Z=lLSm4DX$4B
zNR+8M6yYQNo21yb^`9E?d9gZm4chxH%TuwWA?KNn+wvH6`|P@z4k5I~c}i`>jR|i^
z7?G1dX29luF7Kx(2(H#@e7mL7tr?RdqC^*KZMfuiWj=<RN|M<_t)DRAC@6HNIZ5I$
zb3KZuGSMb=rCy@cXtrgX#X0$M&{wXhPVyAEO}<n@oIY9}O2$Z92yo!+L22_Vm^V$$
zV8({i)cQ4(LPV;xsckvsEsAwQJHBIMD+wiQ!%h2%T2rKZs#YLUN?JJqP*p#6M5L1F
zRU^4c1lYO=Ac1hJ=FKvNg*gYpJJ6((EL#bA0cj=xRzqWd-7%ITTXT7+HbvuZQtHyF
z^&VhzHk&prdD<!zBT->9A@`*|_RDd8^Wgv$lBns*LUf%hA2A_Y57{?#h?OL=(^X1U
zvcoN;7?YO;#-zC|mcdCS3`tTJ@&Z;sI?B=y59Kl}9%k3(^L9Nsi8i!%(QL)6sV_Am
zB<57<n<YVMQc)UnMMu@Fw52Qzgu!e5S6xG!b=qYW+H$#N7U+)_3+PfLMtDemJ2eIn
zqOg6T8oaeAAw?w$_tb&Jp+E&VlOZ7z6hTsoP*Sp)CQ4jDNdrKL5H4dPz(f*M6B3bi
zB}tGX0SYPvl007rWPfYo*lDL(b+%lmR_7vBc8KzWRXC6#f;`yrN=6x&TSKD?SGWo_
zq!j>R;rhXcTDvB5mYZrjR#h4px8=}$w_OwJiB!b}6mDNpVLH6l)s*RNN(dm3<#P)3
zuq~R^!A>&iY}@ngyMEoGwN6M>_G%4BWpZCCNKQPk>&?0qf>aVlG6|W=y*XXVj!N2<
zJ9Xyi5=A|N7^R`MCsnI(qJ^<B=GCk@B1%-RXgMi&&QMXp@*?o~8?>n<M_{z1A<aaD
zp74>F0cMmk$t1i549m<RFgm2kMZthXCSc8$1lYqh&zZKhHpsMP)+N*_)n}+a$@>S{
zqz9O!O<8TlrD;i0q(E`z+0yEkm89wc#?+z2UZh<03QWqJn<|`NM8OK4^4N$Wx`$-I
zlBF$8xPTg0vn;r;D5a;!P)@|<Z$jo($<GVsrtdN+5-HSJ@r*ldbLs9k5!Pog6B#B`
zVJK1;D@$rpNmO;|)RYsECoj9Jl-#AaC^qG_Pim)pR_K)TK08e&pvo5rw1<p`G^n?s
zzc9AyLL6-i7$G=U0FMHEUH~RUD@NeVYGg&Aq(CEFB&kxMpaC{BI?l#9LH+B46N=2Y
zsaGA7a>9X8eoQzO84^<cMq_2hr7=}PqeyHYGeL~lb;KMcUR%tkRur7@>#dq6C~b@A
zJx*Hc(yL}IE_6m*ZPi733|EV+A-zf(ROwWJ1_;Z5B@0T6fy~R6(7$SYxS^uilA47u
zCKX|bG72<Hms4@pT74xMQp#4#t+=dti6NyNsVWUE(wd$1dfo46eweFXxkyv&`$`ub
zRN8zxbX4XjDhP5*ZI+kr>n{R_2CX2ZT#<B~rzy9Hg-Gipa@8PSL<t0lBoYpxax#K~
z6%#t1f1Vw#PgXg3%pP6UX;rC<rE>zIQH0Glby04@CYrY&c}ykMqYG*9_FE63#FBsz
z6{sW#MOxIiD;E_mO~*DA7b(g1Y4PwQik(0A3JjG00C$vJOKs|D;1rUisiY}jjsT^)
zeKu`6c||c4O5;)J%1exfBu0Jl<uD$MrqH&WOt4;Q))r7!4xQDbgJ++&E(JrfTBNZZ
zr8gkXtGb39O8uEga-__6-Eb*WlN~KBq!bs{uQ6cll}8W&)CeGy$pX>1m?tg$*u<ek
zk|GpssfBII)`N2&97XP8$K~SZQydkx>N8)2CdMplZB>UQ%?`g#kjlXjB_T3Z<+L0L
zl*(K}Nz<Mr?VxCNcr|!dt8dq86#+;U>rSo~+jQD|cB8uF=tMcGwJ;oY-!-Ly<}{KN
zQc2;Cxw(G(x9r+QuNt2XR`hC3UY4oLEjM0^A>$p$EhT9!Df6N+2woD?%1eNxr6n?E
z7b(+AThQt?i4<D>%KPl1;bmS^w3HUvpB4<yF9~`Qyzg<qzj+B$Af+1xU9$Lqh`F|*
zB#RQEI;6#{V1Z<8C{Kjkn7JlI2onJR01O>;Fiphr%H^p@r&Os5ro~-8ty8Ph+n$dp
zXrbIR*F3n*DQ*R&&uVSerAr9H*mW(hy14H?P3W4<Qpt9Y4Y%p^$!26WV<l*xNK0sw
zC2`y;C{uxyi6}q;MaCC`0?LV1PRqEhnA7b@ve>9dk5m;{)rgs4%FvS9ljb;DQkxQ^
zp+QmK1<h&E=j4=*7WA5BZqK99<gM2xRVsA}t;e5J%g>>=0YWMM)2Uig<aeEo<q}yD
z(I4Fh7=>V^Ie{^l9Z9r+K-SR)X2wp2F*U%<QX~N&h?{^SbWk>qpxgn1D4}rc7UMNp
zN&S%pa_WeA_(@$c_L*)pVCq!8MVSu81#dRngG89B0V>Wzd0D%wY~4Zus6(kohjmXy
z0%I(MMs_JniG>kwB<EAH+(Hx<=9hIXtw#k3d{JRtoWQXz85aD7p%iB&%!f|W+N2o`
z5@o_|MLuIdwxtrs-FeWJj1=dDMae``E!kG($w_LHc*kxO$kjA3+cE3O2vbUU;FO07
z;-zgo!t(R3ma>-;2vn#L6*d+<4w?fnK(Hdya!gD?LUO1<nF<C0xBzHO#1nHmKskmF
zFWW-npG>CJ>1Bq^y-)J$0xZEDaw(G^g6bZqFtjBh$~>)4CsLeCvDE6Da5$VP3e{vi
zM2}3qVA12ZRcdqzAXCeYJ2DgAYZKwNkf)uGBgs?#($HIsscTBY&;}1JM(#z^<<Du^
zGl8U<9otWk<BM&oW8uc)PjICUw(~)?Etw1QkhaM4a6n49SzXrMB4z7BrU)XD1X5XL
zG0VuAPp8(HVG=#Qp7KksH3G8UzxPW}U;q*2=~4@U22O<B9$>`jF|vH**bBNWN<b+f
zNQvDbX=4M#W@AH$#R9^cHsp^s6-kM)=g5a5pHH61lSrv1Bd;OQmz(m8XV@X6EbA##
z3UIoB6R9t?3hS;=nY}Gm#A-cKJZI_kt4>qO{fjy=Nta2i(B(LlwW+5BR}u@JV`V_L
z=_x7WT4dBw=#W`@l&0=#J;eN)dv7JP?P_KB(6(MuQW<f%)c0LyP)bx(N|dpjkC$Ms
ztr4n_sLfPhI-Q(S3SMe6zG7d3xdAE?8DR@omW8A^(Mpn4ppYD!+CcY7)-FWu0h`=;
zXiTAPAZADsNR>{5rMhUX50D|TsMqg0V25~8{h8S{NbNUQi%n9SS|%Ybl{qm8Qrl_Q
zSplheXfo@~AxTmer5+tCGHmW?GSzO^s7!-&P?Tb=Ei%+s<jF0)?Np^Wf>9(E!%sy@
z)C;d4F9|D3idK<NfkI5GWy>~o1-g`$kW!|L>;`HLN{<?$8MUcwzFJvriLpKQ*Q7kd
zNg*pr1@<o+8s=&pk2*^?8!Wpen#B%VY|}2fbY(WQi4fgoO*dGCrpt&!gsEvGNl8j_
znNx5sWDPu{P)(o^B+TC8Fo9435(EHdH2y0PP0U4%SZjAu`>i`%w`qZx-?MI-O-XU3
z#kpd*rovoOg2$TT0vxAFQdXZQT9(OCBm#_Z-&I#!YS4|#y4@s2on5RoREGh@rJ7`t
zl_o5TdvlQXsB%<?669qKM2{s!w;J+aD%)$B(>a9+^xZ3`y4#bYwN?fi9DTX$JfI$%
z4c5cVq4lITU1drLbs;5Z?xj<I)Sy71vnEYG4N^2&C=g~avF%VnOO3K+CB&DI!qC!F
z9o8f%f?7%gEW8GjHdKH>_kr_>>C6vJU`#5I98g#ya*!-ycizGjMw<NMu$Ros0<P~a
zr&21>U`4D4=@p8?(CMKq(AkcqzEYLTq{}L8hZLl#Ia&c^FG*CIxvklixl}5Z$5N2=
z@dh(>RMVYDw_EiHZMUvmENtrzA#KcI3sO|$VQsdgl%xadRca;aYEf<q$%1NeDyfH3
zjWN`rP5FpQ8dSF2QbV-*fEj7#%3JeZ8S>vQ67+L2-Lq`>EUVt17_OaDrKU91N^{!j
z=|b7mmMSq&>n^S=W3D<SN05cZN&=OwAmB(6Rb-WA6C}Zna>xLS0&H#~_6#X0l}yM!
z7|ZUdJjKV6h!>4<4y#rjwanPp6}+ps!M~v(y(lzYX}bF%Dr!AM#c@7T-*KXaN^GeP
zyQd**TY7|EM=Y<qP8%^Ck5Q<<Ppo7xiB2}CZ!;t^>Js2_D~{q5<vxcN5Yb_6I5nq8
zROG)ct9knTE55^wx;;({F=|Mw!F$`G#g8{h4La)3hb7V7d9^n4asnNM`B6%g91Bq&
zF!_g1zmrI$Dhyjn=Yr%$Dix?IO5#-&pDCxEait%1)Do09@9v&xhSW=l7;qxc25iYp
z1i=>rF(+Ygd1y5_V&LYy05cMAAc1J+2^wrS*935GnRDz~rMG%Pn{C`t-;QauiSb-^
zIhu`PB$=5?)#OcOVVO>iNcWsjB?Oelde<kbRa&JEpkHoX5&4d$r4^^ha-A@`50b>D
z)Lx9s#V5&-kn1Tp&$@iYPin_3eCt&Y%e<PAG(${z5u~yut|O>VndC@GD{x0q^4*Hy
zLx?F+NddAK#9+NGiS(F}Ds-xX;ihC|J?GNo6HcflkQ3*yfVG(NnsGQ&E`o#aG_-Ai
zNDC$hg-MSPAdoE_<XDUC%I^a*5}TaCQb4#q8xhDGYpFW;NJoCsqS<wsblZ-pF0)5&
z5|c(1w5{za(3Yf7s)a~UVr(~?P+~zy^V?AxmW3px6G~Mb6#4avHM0ClYG=IK<U?gH
zGZ{-IT9lT5c;A(&E)@WzIM=>3{o$8%2-kygDod!m-Dz~RwLUmy5-C?2SOvDFp~ls!
zB~_3Cb+QR{Nl`+ZR<!WnT227SKsUcupffI=0<QcYG0iA#%&oPhkffBX5~dsx)$Y90
zg$^l)RfGj4Nh+BISCa$-79%($#7WEr#-QAiK_(&q00C(VIuZ;f03|}hYYEe!cw<hh
z&}r`bJw2+`CcEaQOE8p&*A@9K5|=%l(U!!t;aF`=EIK{aI93Xjc9fc<G~aD{kle>x
z{^reD_8n<rHlyUmsX74*N0dZj<d(yS%N}Ap#FtB0s=Z#sq_<Is({rDEt;w`k8_V%r
zP8a7udrFfon<FYxW3PDbgqE~w1O&D@$mLF-Q<UU~Y14{b*B&`8r$X>STvZP@$#q19
z1tLQ!bt*|(780Tz6hue@e2!R5n381QU|@|v5^RunA_<T|B6C2r4I=kQj(AYtw913>
zoVnst)jFR~X(GQxZAMB|(ht4uFv!=0BowLUK`8;J(5D8j3Tf2~9_p1(g+PppcvK(u
z+H32A9!v_WX-Za~J->6xePhdghjEpF;&xk#E##~2vboXTO>8EOS9CDtO@>HSElW~R
zTAJEMR}h@)DMNt=R>{t!@vqXZPF_^$^>EWOD01I2+Nn_AL(IrY((-1(2^&6~tJ+|!
z1>h-Rt-bNPKv9IK#iSBtB!X=q5(;%Qc_T+E;N=pakv6tbY{LA!Dm;zE+Yd!X=B+y>
zUAWk36_lgd%m!nn%5_+yVj6D&_)^{&C_oM}r?3G4;VkU}u<Nnz3Qb0Fq^=ydP{5qR
z;ifz2Sq?&w=|UWerDMx=rxb!gOReita#c6oN{w_)w=XJXT(-qQnCg0LR}#wGaT-wY
zlH6yK<Y^5n8q_r-%mDdFDHu4Z+Z8Es<~Zvg+b62g3vW*aq*SUA%S90!kd-7VL(R4l
zku51%Q2;tnt!m*@Fr^WhUL+|XZWNrcZ4HQ#sU1Oy#V8bk0TP9zkKGD@K{Ke(!L&h(
z97o&y+H|PVrV@z_)wLwL=9b)Qb3;OdiwhB-B&dd`MS3|}Kn|rUQBtDSLW1a*Gsu@I
zgw9&sfYZ(S?H4jjk&2h^<yw;CFEqT6tt-}`7P*2fYMe@GwW@U2rO;iJOY~aIW&2Gf
zes;fVr#y7Yit<YJt%lz%s3<tm(p^%V3&)h!<c?fRqETFKCF2G-pHF0f=&DC)y=<uo
z(p_8Zq-jg6fhTf@5~Hw^LupfmS*{Y4gvyANk^sCG?m-hN1alZ@A!<q!%1BWbAfyZB
z5)8*nKp>1)X|vZZ-x6ZR^QT6X>oc2dDGE|_;cYvX^#tq|(%nax(ttXa+LoRZR`tC7
zGN9o^H)A#y3ZkuOLvIwFOvytkBo#2`T9Ss;P#RfMlHSF0ca$`!_Z1$YE~co7t-y4{
zt1!?3*(r=meq+(bmrLzq0rtRs11Whb2`L8m$1doSqx)?$Nkgrv(5AsHnJt6ww6=F?
z)nMyN0zKiaAv%=Vu(x})lOaJ#Ny?LA3Q}_g5upN72{5A;xd@!fObbGYlc*tA8pwzu
z)*{<p0J?>xP9?;Uy-ErMW8Ng{&(!b1aRntwCvX%pJxDm>O2_3eyi)O|R3cOBY$avL
zQe14cJR>187*a}9eAR5>X|<s%-AO@Gu+-FfZ*#+xW2u-+ch51ErgIGjp3VoJWf<X<
zsO%Qz8#u^WNl8_PT}q%55>x~OY2^gk4Ec>Ps!$?F?i-C_(q_X#J{R0!wOA_7J#+kj
zuNlMVKf|XqDYWLQwF+bywD*H5Zc|kTYK<u`kKCxLjw%UC9o!+ssV$YHx2wz=IL;z*
z#)`=fAm|Jkh{_<r*HS^gv&>m-uo64OEGXPaiAjP8n2>pkTb?g3lOOo#c~n35n%Li!
zwM_oJIY%d9->>7pakf1-`EcBFXaUL&R1h~jwXwha*`{#i1ZM=C4aRoq@y^)D1J{nF
z3QkmRN>U^ag4e&_JbBZJ{i^3o>JUx+?X`=T{#exs!N@!M{{TVidUwyuJaz;Dl6w3G
z{{V)5x!;XKQG<YSoB{#K{0Gc*#@@Vck&%pTzQ;KOIm!5ZJv*M9Jow0g0$|SCUQEOt
zhT7l&sE7av00|@wFJL`SmNRlU0PZ?xAD_=X!Rf}sZkv3z<LF0H2VRF^`Ek)HPCFcA
zWM?0qKAV1f@bn}gNre+}5J0dNK6;*dTMrpflA{EO(g`{N^}aMCY>+zuLH?U|$8Nji
z@$iB=^dn>I`uKtTaoi-F05%<e1A+DFoc{nGK7;}8=Q%$ygZ+Au(|*0UT*@RFi|91k
zMufrI-2E6FS-b+0O|5v2bMez#U^iW{*FL8s^`Fnvjdbsf9DIq>k5kz78SCkca4doG
z&&TDFjDHW0UAXw5lZ@lgWPC}+`N`-<U!L4GP)xuVn+w<olgnPW_^OBoNI|}VK#`@0
zAvU+i974zkW8ViLY&Q7%XVcfe3I6~Q3x`ecd(7B%D)Mcp_tXllB2{3m4LcT){6`{G
zU5?|5OK6bX7Uilk)vXASq$x;JK|xU|u%m(0kO1kN?TxqG`gQ5WW_`Cey67CN<R>KQ
z@?36Bez0rRDDA0eQ}L-VOKvpk5^$!~QLI9A1NWBEINOSKiXkZz&0p;nI?udQ>l)l*
z_YFXC<tu1PX4WcDk)!|{O7!X`HGrSl{#PTBULEavJ>_gia@)IUT+_a&iGDn(_36tq
zBryV_;$@@R>NMJX<4p3_%Fwj9y+we|g|ogeZ}`>9=PSRnwI!me<*RW_uFs~-(IM((
zTC8Bhqt9|1>(s~;iLw<1=M<kVpp~fsFDETEO4X5VUiHpg)fWNkox4w?Op`t`-7GY!
zof?%?R0opkTU%2p!lIaS)0MP|abzX6DJe>nf|RJi(CccCDJ?prA;!vFLee^rp{NvO
zjDfi6#&(i7vJP#s#lhT2GC|)=Z5IeoIddgap%627iI7i*49Gf&BU=%U&}^!WBK}nZ
zVxh>F4v9jkzGFD)W-z#D^xEq&Ut8?5q|ApNdvPZ=5~iD$+s(A=$Vwbl(fBj*I@O(L
z+`OXZLw5w5c9lh~+*U;UN|{W!?iS@ng&@>y#anfF)2UZg8sm)gmQzKY5$2y$jz%Ch
z;|q&XR+V05$#PwnrA#*5n~JvSQdmcq9fo5z5{S{#vg(l@Giq)-0If<(anhA3L~G*0
z?QafT$8(lc-fS4KDRc^rR*?pjne`a(sxQQ=%Mjw$9aM)KZktVg@~>br7P*xM+jdlV
zUdkAd`w2{h!2pt^sOSIyi949s7|@-t;#3Mrf}oV8acLk7)6giG<q$Dsb#}QA%WGbp
zdB?D6Z&cMxqgHE?;!!8iBU+VPo+DK%C52a@xp3TZ*uOoM&uOaLmb(y{x7bo!oVr?+
z7(i6>N|oY<`?N0`qT7>Gy16ZBGj8(UpI4~W*{4|c+=|*)I9oP^ne*++YMGZ*RYpxx
z3K^++x}A{Qj<&*+4z9>bZ=Q5N4fHC6Hs;8r+s$%;x9aRuEozFYR2Jmim6o5YI~s{m
zyl-0KWyOzDnOJR2yA0Bp2t&<rc0LjQ$v+VAA@c*pH7eepee${wE2$J_;<D7A+I4!%
zH8~S6Nj8nA1-aFGm-bp(YMtjnh+CNLJ=H{)J>5xeHp6NsI+T$&RBda3B$FW6*y|z=
zB?wrIumOPyH_}PGc^M}5Go~YdBL2!MUy5HJbtyMB>ssaIVztWJA2O-5YdXoN-<I{K
zZPDTjbvKVPuNfEhrA@G4OOtOrmRYQ_<w0{Ab-0xInQ3PGEl;!aob=0zw2F6*tFxFA
z>o)yzkZBKc`KXWGNOIN|)xS}wNaklbEXtkjZd=q?(?7EnS{)8$8ByMtDRmhP=y<$V
zG#WpLuL1XGiJn$+!<p8d=gmuIuYdC<z0Vt5+q0=Pn_lmS%RW{vwQDXSs?@Gi*i);w
z2Q+QFdZ9%2imQ?7)tjU?xss3>Z?hl6e2)y5hdR0Ed|j8fi8{YC=?q=`z`3e?=DRCD
z*y>yU(R@|8sYSNxGiuaXH5iom5ofbkky49Mqf1r0Cf1NB^=VGV0m~&I7$yvDYnU<&
zK!FfCi%FK?5=kHuNir@hBHZ?Y22Jl)-YUMx&T{xz@Ygq<yp{1Q%=!H8@bhO{5HA{a
zKA(E>n)SCV>O9J2ziv#lY${y3g%YF7rYSDg>o<+?n%%~_m2O<b3Y;o)H3-}}KWAs#
ztId98+cwvNj}qP)Q_d>vJ7#+p-!(Z|8r!DImrAqg66&%moXoN=$6#7Bq{M|C)YUFa
zX1i`z>aMudDAegSIqaePi?;k@*&ZppQ&29i5B$$xHY{qDrQy}v{{WXQ#%jB5SiH>U
zH#%s%pynmK#KReF$EEX2l64ENw{%&))b$<Ne7s`sa+<|TJh_f}`SFF~Ta{h|XI@q>
zhsy$mN4T!;cJqdjYDl44)Z+8}zOXM^^#zK}Q9>e{xFg1>u+<`sPO7SXEkcnhr#2+V
zWz&~V0zm+z#!`}_by`NCd6_0GCSYL}2qcmq2{uff1nF)<Ozb(~&hg!4b2htAvlq*X
zEUs<MzAa{<(JdZST2I@C#k8u9sZgzcW>u<m#`%*Hn+{~xS({<ouU6x<`Sy9##vFP%
zTwAleJzQL|<lR0cof13z$f?D+DmU$W_8auM@Na6gsC3rV4vkP@xe=n-G|2Mk*7PaG
zA+m_GpLNN8YS&yhFOClp9N?2Bnb*D5HXQFYxdQ59eP+}Stw?qnC)<?BzRJuNUul7=
zn+(aPp#nrUUU{Ul<;HT$pObk8gjH`^98PQ49J}QwC9lhkn;ZK}bXC2ln6B27UWacx
zR*^=kTvo*?$SlcXg;7m9wGx8s-`^G@w*|}8u9OFq+E?LgDwdygB}F;(AVC`vV5ku!
zP9cPtG9uz6O`r<{KDW{>i0RAf*M^=%!nmo`AGMFf2PZs0JmS@HP;8E3T~KWQ0NYA&
z#-6t>$F0j=zeW-w2V4~u)KyufGFKuSt9K3&U4Lk;J_I{q`t`3?i&(2(RCKdmxhaB*
z{TB73*4G9VHt&rt*bUpyyH|bZTafJ`3`BBUt~u;5WVtR3Ys~S5;s@+z@psCZ9LD6;
zgUd@BpEIAOJyl{wqs&WAyDe#rA*!-#%u7?YeNduO+mO(WPm?@GWr)JAq_*ov&gY75
zR#&W^M_oM0q|s(msE?aj+I>mNW6-GaU@?19A<*K&r%sO@G0|C@`$BXER}m&uN;Jpb
zX>r_);c0O>R<M{V5Rw$Ri&_a#RHo8k8~FkVP)Hzxp>ZUEBIZm3v9RTe*t)Ezxk-4)
zx8JC-SbmW{r%sU}mRB8zR>WFl7aa1+-O>{xOTn}$#hp#+CvpXXcv67Esh0}lp(s!7
zXz3vU;C|t66=7I9mh_jLaYu5slcWQ@1EtBAcv2-Ur7hW&nKKtEROv5y@})`>*DX?{
zIO4VHl_e`ft`b9pD1uas3lQ*K4NY>`srE`_J6v!&77ATSMJ|+ph3DQ$K?=wtVopHl
zC!-l$O~hnU(m@^*;RG2S2l{+K9Z02HbeSY5FDi!06CqIpQ)wxP0L0rC2W!O$LI_Ss
zBW!x(Cwz4~W41{ioIVt&g=tQ%z+?`cLEk4GhIZ<DjvDJ>l$5lciO3@zcFEma>~|ec
ze~%B%5;#&5xXx3)J>80T&OeV+(BmhK=3NN`Hmb`Y7?J?xW1#>EIu3ZmSOsc<5JvZb
z8^(fn6TX1q^yGve`{0;J8dFMeb~p-?7XS=&*ypcA?Y|uPl^6@UterUb<Bq$Oh;gtm
zM{W9(oQ!Rr75t5Xn}(vWjHNW9oMZe;lO0*#ZiwyEZpVNe&0|&NThsu<tPE^O#5nul
zj@xawPgBKkvG}!+5(1eClXwA0A|TkEBwWb`0mb(`R1JUkU9J11+DuzaF!SPJE5_R%
zxWVg?G5(ks+lG4Uj&wLqG=!*k>9GDIrv17OAL;FW?RWs=CvZMEI61*RI`<giq`DYN
zn{X&~Nf;v}k)PrRY;V7QBv`eT5KMwdnF2^A;DLC!-1W}9>*BHW5GK+M$m<u2;+H&F
z*iB#j=H>mfDr3~>wMqqHPD)|6-FHnh+o}p}q_{!@j}$h_N`VM2>nUC|mrIjX3*Lds
zzEIwrzpYERuKQA#YFxIxdYd6psuXJVw(NPdikuk<2g#QPbS58ZWGDw3NFzy5ESK6E
zm!Mo0gov*$GXDT$*3gx*wX*6$ra%Wvh*DHFB<U$h-6dJrtBEJ!sfOnA8<%KtdQ^*Y
zISL>GP?w|v5~Gxpgs5pfJu!^)Rpb}ccd$1G`BDJ{^o>9>w%F+D{{ZsoGhnl(pui_<
zT<U&ypK2drAKLe3c(1#!FAv=R0FO=O7m8Z7Ak?5pq0D-PV)OE%x`je@*LTtF_ay$o
zqjOe7xniMNr^1J>wH8D2DK7gI57`vkD)H&gHhe3w&JJi)xfgNsCe*&H_|HY6^2Ief
zBI)KW=SZiR4ck1%<|Q_XCZOG*>}ZhVGX=Y*-Fh@;s<GU(uDX2hY;W_QhhTFZ-e=jf
zIWJ7OD}2>z<fgx1!n5E{pL0pLkoq5`w?T<YZB-X)0q~N9MhYMWEm%TSN3q`xeE$Id
z0F(=E&}ft{Yx1YU&Et8}Ex1(reW%TiYI5G+=Ji&Z>tVR5xMA8H(6=rq)y1@RFZR-<
zy&^&bvl?ckU3gR^sL3TtQIb_MRBlNpQc1b<n7%Hwxd9{@0_H8!dY>zuF<oD0&n`aG
z-?U5ZR^{)GZxkH9pUJ*Oa@MOhyJuVS=nh*}Tx)98qg21J+`qD>TuFsKtxkg_xX-yJ
zmZ=BZT$5j`G}B6Z%zSz3{{Sq0)Grp^A?C`td8GG-KM2oqm&0YFbn?oi^9^{M=LHc4
zimO)0p88+6>$7Utt#ad|s<P`+Vo+$*wb#`?G#ZlRqWCYaWq60I@&TGJjLt{d{G+wG
zjYOYdUQ;cK_3M3B?X}!c{e|fhMVnZxG%d@Hw)}c^E`l!V^UOwViPtj^)1ygCY;P&-
z9#>tQv#N5M!M>|DY#vVCwd&o!NT%9<v4sMIbXZp(FR6EJxWz&OrM+&^tG8?QkJ{AQ
zEix54txTFxOoL4U$u3DqD$FK97Up0Bx8?A$kwQQgf<(^aQZ*d9`EDuN*6|%c@KI2$
z@>`X@AUs4;X%x!+COul#<wYly6<azD$8Z_2sCJb)_vZWv*IoHln(ZQ{+$yCmMU@)0
z`#MvUh^U5^=0DGv_TA;<0Tn)L*nG%eh&!*B)o6D8)yl4P2A<}Hn^lb_t|n8DF1f)f
z>gB9SH3piQ27u)rtcq3HQ;iNSsc=ZBHryT}uiEY5cCT>waOSTgTDGg!-#=-b->~`Z
zYwM1vR9<h}Jiq0wQ<rxgvqPBEXp2{=(wM3}ep=CE$Xim_t5p+AWw+jv%3(MBpZjy4
zBD>EU*O)ZQoj;N`{h3SU>o*<QOj}Bsce~81Lg;RdNSjvj)lqKHZr-WZr^JNZ$q?k!
zQ4z!++CeQjq&)kGWwzXT=ZYI`wo;|I>eQr!Hk2hQQ;Ja;Qh*AIvcQ{QIYh|-SeYgO
z=Mw;YrssT0E_iru=C6xNa$fM=QF_GZM=kD0ATw^>v^bP6E~?umG>ZqBc16Pp=@!^^
z1fn68PLUC?kfsGj1CN!~hd+EP{jU6yz8jjGE1Eo?xb53Hl-DdOW$PLRi%N>!La6N4
zxp5A4Z4?yQbrr~Rwu%L={E9t3bxLQk#)!($!*|2Y<#?W@c;T0P@;;|kv2MCk&fD~Q
z_b+L5yPkzfgKxL(Flc<rn5eZ{O+uklwtr{WAzKxZ7BxyOK?aWF?7F6-A-rV$qW(T_
zi*;P5@e@GgJ2y2N)1PxpxoU%$9I=x~v1K%d=T)n%TXjb19?LN;6)v9bDy8PlY54Kb
z+7Ol!I#8k(lm?1Wlqo38Gi3=$Sqjc&PzvCrW+x~Y#9>7P#Uv9Tfgl4GI$wC@xy2&a
zt^3mcq;m4H%qzZ=b@K{sw)3}*muxy&Zi8|=CPax;w6fzc=}WA$4Vcm@5vkH$r=oPq
zhqFv6Q*9~M<#*Xv;)lhw_N_Y;m-P-*T9cn(R5`27cv5Z4ZHUrR6tQf@W7})D^<Czd
z{mO@CQ>yc%I;1DdK+3`o!pDi~9oc)_+?TWLS$xd6ZVGL3LN4A^u3eD|(X?J|xYsO7
z)w^^uVO@5sufG;tnvw-RsTnS<<|&maUd8N+%iqL@iLO{RU$JbSbyqCgPFw{+VOFIk
zg=*Dm*0i?Ul@c9JWf}t^*Gd$Y=Ln3&WmDOZ`z^8xLRg{|;u**g4BVNCFmx6-g9DMn
z6p)o>UGp0RfvAWEcG?8b%MuUm!sSnd4+<6?yWy*m6=^pQGbHko!L)CPt<>SqV$-&{
zV@Z9w1J@_)=G=fek$cx<)h<h>JbAA<MvDD1k2ET$5_E_Brdab=0_w192~(<Vo1&6l
zWhAM1Vxt)jk99a!w#u-Old|-kTaz@eS5;f9RA*GGl`7R*dygt~+N{Uw6XhvMDN~Qj
zkf$7VXE^uNtn4<&5bo2cB8ZtSI?-FOr^-`0&V@yJwU&y~NJ@~T>A^d0aBzA#0%VBF
zVmFvSy*?Nu3txORFT%5wSc?Ea0F1Vc<_SFGm8K^@IX_Tp4>GSxU2&%=*Nc|LVyQ<<
zAt{c!CWOnL;?kuVE+ucvl9rljod|LLN^qzF=$ny|rqlUB%PL()ryjF5k7nD{X?1w0
zTWnOMQYo?N&P{E%ik)pTOm8<r$x=1xB%VCEPv>3RTxu<*OfwSXfj*Y}sX(b}Vd##u
z8f>V9A;o}{w4y*#+(^oP@VuY0^O%)hVEAi!s@(T#ReMVR0J*5r-+xJXvoylEVufP^
zLPcF|G?0{~2xvBugn`BSLzTrOUotk*#WvGeGBt=J%QuOoN~S{ZD0LkSC}h-&N{|7V
zgKS%c;61v<v8y94dom_bq%TMqQwttKGn}7smk7^5LGCzf0+Qh*Cr;Vi^~YjQ^7Z-Q
z+kg>M<xOTYiPY^9yBeZ_oZ*>4wiS)`-N%oq2|a<~snUe2-5%%|11Gq_>%RN<@5RP^
zDJh#J#R!Xu0YhD69YktCoMhCJOHLgeWuizI%m6~B+DZ=QBpq}NKqLZp>JD&!TL3zr
z%<-W~-`(4w-}CGE^!jntz!GvcJ-h9bw*7EB?0!6a^9BaT0|Th)H|h00zdpIJGLR&b
z1VI46fHo3r3FXQ$Sb(J&AvO`ctOVZHx!(8b$tu&IkNNTRq-}x+s8-wm04(75`Ej?H
zpZHJo{Kj+i`f>FkJwPCjT>5<eJRl?}!i4N0L~R=Y2$AYEn3uO8!c>#c<`%IrZ%f7f
za1BEQ?hZ-(Gw~m-_>;a8{oZ5NmE74?Aam*acHI8}FT<x1rvR(a=L2rp@4xl=@5F-e
z-CKcf-ggaJpy+LeEUJ&*Ath`5wQj8~q@Q#W5Vd6I2}+c97&YD>v2qM}ZX;3Qz4^}5
z8xwe+hmZKGb3gi{!y5tbP2*VG&um!DTD1b+fbB}4`WkJdx}>FR2~&k3M5Q{2$QU|_
z*(vvwcEPFt01)0G=ic=xR`mi|MIoiFsZtqQf?r4^7_snw+yXy%;KH9hPJx15;t#}i
zLie90-=NA<REC!0GG#|vl9>rgl$Az|q@9@?hg}}?=g~OKUZFu1DXpW-4aZCA5~MA9
zNgYc_$oHICz$(bok~cU5pMI?jA!NbI0XCB-Ot-n_1<kS9w#$z?lptmVjKcO7*3bmR
zl1I-DEstisTa?_1C{k(7FDq7(42KeOSwYzOV?VuE?d}2zIFPQk+-94B2?#??BnJ?H
zKuS`OjRPG3-z1aJ9-Tna$Fo6%+Xz4<C~1T+5)j%_ojP&|8jn>RZlk{7o)6)&lso|*
zbMBvbWDuniajyqD6Tg3XMB^I{IY*pTTKm<=7AZ(JN=$l5)afH#1a(x*qL~FKNR=5{
zqUt+upcVr`>y6-3N?k#1u%})LQc^~ukWK@x1CP2v&<Vjioa{JOyz(hb7TO3@kOGwB
zp7Ci)z*5RdP%bDF<$<z(@#p~6VHBwPk^|KT{q*Y@!cN{|v5<z_+d$}|oci#Lktt5C
z#?tY1#V=EiDMebA54^s;5^xi?Pfp{AgJmQ{MA~9)1PIU_kIH8f;B!v9A?J(QiV&dU
zoFtQhgQO0bQ6wkV?-9^&ucT9)mZn_*p`(<gkO=cg9_p5?WT0mx4YQGxxd_^PS7pd$
z3Phh_FC_;+S#nF{D5$MN8e16miBJg`z|Q<VY`X@R6gcC090*Dhl6FY@sY*cTcHD!W
zq?~Zi64p{qs)3l8^D(7?69-RFst}My@i!a6f#-*Fk(`{kxz){EOO+P?0GiZFyn#0A
ztF(=%w%j6@YZJ=!oeD&6?(q_^1M{DXz{b3fR@SAjM6#`_4Wn*BW}8B`=}@Tjm`tQ4
z5#d2$EHa#c3fxjsR_m(D-F0hmWUXo@1O1)89+%3VR;!q|JRc_g=9>{}i$sRXWYKLB
zJn9`Q3-{T2Y8GnqTf$ToA|!W4sChOd7JFcgx?}b8{J7ZRj6hXV&^%)!Ac+B>M6P%5
zRSE|}fPx^Cj1D6CQu~Dajoo^}+#^}Px+GfQl>?64XB<k2{{SvNWnQQ8>H7NdvntpR
z=^bDQKV9*ef4{FUm&YCW&I9E9f77S=an&l@ax<PC6YmS((@(um<Ou#<F~U-`r8|0@
z{J$->+dKkOgST9C^dRJV9*5!h<02)fd$>ITB=i`_$myS`>A_=**noXcT!IdJ_35@w
zcE$$^00IZ!*9)giLJtvKv$^lPf-PR!y#)$gCK}=*lRlW#+D!F2@pQQ%<{gVYmve+A
zNqN?i6R0z*QB{0gT<??0s_d&5oV>YpZlxF!+ipa5r@<#mDm0l=BRx!=8DIm4r9O~y
z+o83BIJS$OMOBB>p05vx>M^&>=N}#nuMSw)eA2ZWw{MCZYNSHIG3BKxYNJhbqXGC6
zke@m$p!EnPwf)yyT1Ghap2ho2sO;-ZaIP^zjx)d;NlR4dDWk5TQk?Hgw3W2!ZRPmX
zr75SJQdK?$wqkrcw_e0MDccSsRoWI<6dj|fDOF8rQtBA4OKqW$ii%2wJxUZALJ}NJ
zIS_yrh3Y8}_TPis*0JqVIdfx7GMq}JOR8EH^g5zIKJs6zQW<?g)PaP)xhUUqgmmG-
zt@w2CV^>T{t&$N0OJsXRB0bYFhhw}jRECnNPeFC9S@P8!v~U7ejDQP+&o8q+-F}%q
zvCE5zE1b$4b+{J<0++R<5|E0`4N&Db>E?S2%D~Q*E2S>;GnQU5`B^Sur1JP)6iBW*
zGi%;4Yx7%Wr4*$~q+IbRHP16`UQ9M;>B$LkSpfY%*^b}#L$r&gZ-w^Tw4IiHpiru6
z?kc9J+)9!HQ15)}XjW71DJjg89x*2$F?NUhGdaT1UZn7@55*d-DRrk;z>`&9LgExu
zwb4{j1UkZ26u$Adl(trtM|a^7W{Tt=hgkZVOO*z~H6cm<(gh56*=b(e`@;krjQa4_
z)Vvq?TdPcZckO$!6OXNHakzI?G%{AT6%_<Yq{=Ajebg-}0Bn(r@m5x^H97HKt~Eof
za;KXVsV>MwM%J!aT#}g&sbK{RTNLF1lm0Z7BOMM06GAU0d`deVsR`xn`05=%aRoLl
zXdNm5jJB#^QdPf29-{}K<I<et^gIo1_rBC>*mdM)4kL*r)VP~T&EBab0&EFU8%2ro
zx{vJ3#5lWZN@%!ythS+*2Zub%jg>@<?AEm6O`$+!Ny`dM2oloJ<d27LR6;DmtJL3Z
zZ>~a|tz3~7<IZh>r9q8OB?tj2LQs$hNY16HN>jB1#0`UEMe;4FuEuS(fE|F;r^cW(
zf@Qs^1#}vVzV15uz=}_Y&lHywq`;<f=a`;xBT|K>Dv*TgI019#F%~;uf^uAOAPx5F
z26G$i{{Zo*i(FOdHr)msrM%i)k9S`r&scQfC5m;q3cRJb4_4h<1tTP^bv&mQ?LV`c
zr^)RPZP&(JeL$$x)wJVe*n+ey5d;VX5>pV7raLape`lWA@Rm~74&qh3BAtX3A-)ey
zP|KkbESJSw%TZLQs1y=ZO4g-GCRo?}X2wdNTa~(lq$xmt)3}x!$UA9{!}C;}`gut>
zAQX;*Rd`*Cb#rO@XEbVc3UIR8enKGA!xN-St4m`kOorx2ag;X1NdN_?Mp$`iQ)5b!
zr3${}@7XcVyRKXcr#yM77T2Vew)DCUmri<3S@ex6RCLvA4?4pMRy3DaN?OWEA+#t3
z4?{e*vM9C%rEb}l<RrnN+jO{;ifmv8uOc&PY&i0QQ|8EhK~KqfKq=?kan%x~9z0Xp
zXSBY@(eQ^jFJKyNTtcL(nzM<DVcpYF7SxxKPPbbFzjrV~U1$#JAxlbv!btc30B7IX
z_Lh^2QSq+VKgBr0=p1IYk-jIypL4vfX~a0wj<DN^LYqR9olQJ~mlc#PDo80W#itcd
z$zjE0rMD8jjxs^m9^HL*$IFLxS;5i)CvE;mgiWsv5o5AkAqpeSQ9ERe06!9bgXhBF
z9E^^KamUJ-`ovfP%K%hKI3NNEA0OlO`EjN<2hd|XkB`)SeR}bd7B!KOJwWu%+4RnR
zc;WT^cl`eVGs6rEfRlTJzLp=KEFm%Jj>PT(_?&gf+<eLSW7n@61r+QF10xtGIr#6_
zxIKn=4XA&_KOR2h`tZ!d_($A*{(8s^#kKqBZ?(P{8YDUf=Q+;D8ONuf+rRp8sFtnH
zgzRzDoOSE*>G}K*0XXL2N)n~1T0lu8oMQuXocufIr@$T;Du|I_ZvdG13D@tI4M2-&
z@a6Ef8@q;To~b?o3QJ)vXC&mMIZ*42g%k6~ex;ngD$^sxF@1p(pg$f%6B=>Epg12|
zJhUfL7m_p*P6m|eAms4vNQm3-I`MUSoONqB+Zu^I!S(s$A089cOHrD$E(I=58z8K<
z<2p2*fLa}GNjvmV-8+H~*g+8+k|2@PVRh;c)APat%YGC~ew`i^WWhp%j{6u|Rpl36
zTGUjal<Fj9Wa%F0>^NKdPzdu<mdXLblvRKg-=I0k+b1WX#s>wITOunCgtqNbXlMq|
zmR@PHjX<`Ll_d#D86*Udq3hRmNA^}QX~dW7fg}Q@87Lt=aqff!l1fhMK_rZI#|{^n
zgAgDCrK3+NfIQ<7C@2sU0VV~cL`O&yxz;p@j2A|zrbB_Yk>@>yX=N^H3&2oL972IW
z=t6-C8OYx}JvQ4$JstxJX-p{*7|e3&o%VdTjI-t}l`OV$lC=^^$v+m3k#ADrR9k)|
ziiv&0<tcBthft8}hNWn6r8W+G=^$_Go*sBDmI7JUw*pWBTEaq<M@1__P>h}a>OlB)
z;Zm3vy!6|Z#P!=ji6h-NkS#jjpI^@!N*m;z{V|MhkHh+7uK_q8BxI=XwtDpXeqUVt
zI03^E?+hFN083lx^O)Ni#&PhR4E~S9j%8%$8xPO*`0(W`VIa;6+m`cx&tH!}KAMN9
z{CLen)P6s&^W%pZ!T@YahzG8^b?fQA2<m?R{_T#s)0}Vle_jc$OMZ=aTlJe_;D*gc
ziC?Bnq}5=^NLx~1&S7!nG@;n3wUUJlDYb;HBrPC=PBVm3Qm|6ET2u;D6hQ?l04Nc-
zAdq@*&A^n9K_G)5f@B$xM^JR-wmh%%yOcFPNb@@F<%MClU4seb%D1XcBPpv}(@Ty~
zYA99$O3ZR2%t}s{>Jer%HbBg7Zd1`q#kW+M5Zzt|cF+}tr%nf9k@egjJr#YS9D!dm
z`CtCfEvRMN-<C{Bsf5RGGOG5bJlfSXXd2ye3J_}0lkX`dnT)iZa<}urRf?Z&MAp=j
zi7kTQ3mO&_f)Bf%%E%!(=uU8P$26oGXI8?Blv^QfsF*5YNA_fyGEzZpd*(q=02I$j
zPVjxCtj47(ALmE~QZ@@7AOw#T0AkC_cII2|A(tLni>-oDkU>&D@ZUR>?nVbfcvE{L
zZ%*^sR$GwSLX*CvsBS??2i{2pf;K6^8R39R-lnY!Vbks@4xvYFKK7yMjkX~5&u~W$
z^%k?|raOouQ7yUmh7_)uPX7RO?u7%`=Nn{cvhrL2EL>RXK+*`4K63+YtrM-5)tL|w
zsW2=A1ll<hw=<4cBqvmaDYk)ig%qy|-Nb#><Y&7?FJroszWKo{H_MDa5!9(@)0XvM
z5uAaMo~cmWj@ZsR75!;#sleu)D0}XqK#eNyo%`oFBVv)ZH{rLavg8?l)Y`|Eq86l*
zaGr=Qr@lYL2Ky3ojwMnExRMRXHsnl1YwM`=k2+Lxok)w=9VBaVcKBZ4gj-2*DrrL?
z1qGzzVx5Qs9YN{WhVpvdqQ2@et|Wzf>CQq*uu6cz-vcBKi0XYDWhgx8aX#uD$WX@U
zbs!YyZi^Yt58el^+$HV^LQ6yz#&UA3ZWI9keE$F(?l^NVDTfg1XEI<$#V{;<_46KB
zr&7XRLYZ&^l>-BonN$hfC}tao)^R-k&)M%g{??)?!l=>QvL0n5>PlBA-H3RnwiKAn
z41h8cH#}LCRr;%8{7!!{x5WH*;;w$rL@lRzz}tg#8wn{VsX$%mQ}`#RZroYib%TMQ
zya%UWkEg?q#+|_EZNVTo6A=<F1^S4M$j21xYGuVVp>(K^J?7_mCIs7-m{G8-`@M<J
zpc&8C8+YK%3fKd`q56J4zr%ti9PUp*2d**GINP_Ue@+csa|s#F`)oct{(I~;;_3jr
zi6fq#Tkq=|jjEkbU+c{8*BJVUAZKiBKm!@ZMl<lo!{@+aypl2oPfq#m@y|{-eObxQ
za0%=189$NV;opEEzzIEjWQ_0d_>6GH2sW_W;6Gd{R6)M+Gy3$vf^(6p2h^SMjP3dz
z&u#&@uDR@Temj4e{J841Y<py2?sxuV<ELN4g7=&wI47ykPu5B4)8XGStax<$k@4Ez
zys>ect1OG?H;_k7BVFx{!<h%U)!XDcY<^s994Bsrd~Qhf-{GIbfMG-o4u`+YcHfSO
zR(2;RvG{RGYLGS34uD*X{CEC%(N2TNeK0*Mzyp1|{{Roy=f>fA$;tP6Wc>dCkLY@Z
z3K+pBIQW03<ByLY6y_43Gx+*+>HeM0c&?$WUy(b=-`0BT%MVAqKIiXT3`2t_BN^@T
z^!^y*&bR!b`W?|Ll6<eYsYrQrN)_V4tf?qlj7CJbl?ag~$VyH;rl!9cwI0SwPCz*x
zhMRY$PEJ5MINPScdgp&%LBlQLJCL@2iB3}7{H?s<GcuQ6r%H;F=>Gt8<Lwj$2QXZ1
zL0(&pJm2padA6TODsM^S`&mO>SHtOQxMM$x;yf3MP;shCJm_rK3O5vr+7_I3Nol&8
zz8w8+Jrj>Dwp*=ooyVL*Nm_=l4_hI}n5bB3n#y(4DdH4T%Ja7UJBtaGcS)&XlJ-EQ
zhI_)4sZbB*$hyTrEjFA+lA;fqQt4m}pZhc{Ih5o6=o8R&949U*xr`N`@sD^M6cr@<
zz=AqsJ^Bw&II^D?zh$qA4-FSRO%}f|u5N7EN}B%w?3vb-AyT<wz$#jp6$&G6CRFg+
z0Bp>orfMBJRJPkvmJ<=|&ja2z`QucNYFXYM?~5`#=a9tv<C@g<*ml*w7_24P?;@|F
ztx!`bDpF$8DYGRlLkW)JN#iv8NbEf|3$?sMwA?3!BAF-gwESYRz87CY;s#|?R`Bj1
zrYmVG(-}=G>?QRW$c5%fGY$d8U40bn&{aO`r6HihMdUk}gohe=pyN(3L6o|MsiGw3
zfMQ&IiIf_xR-xlv*g2VRJ4vyTD5<yB!MKG^>v}i}b>*<P8ir-+Lro=NrMIm`ItK<9
zSJ}(We-r*PZz+7qD6_mTBCkWfXUn3<WvbUR>ho!l8+w%>vP+_&0obooW=fER!=TdJ
ziyDy9<VaJ9x*rKX6|9d29EyX<TVAY-w&$tN{?T(z`7zTOcQw}`w$mrcX$59AG7Bv;
z0+k7Fy5x9FB~n~=WT{T6`u&6Ki&Uy$04-Xci>usoIXapO05<PZa5TBFRt^+DGJ8S&
zqel$($?X%hy_yBS1KT=YAHb2s(%OskXyDD#(Nl5OSRp6Bb-HKNlC+oT(O2FEKNiA5
zew^XGh7NXDvs^EU%e6cdxl&prIER%~r=NC}#VSgfZO77#sa8ir2yI17tw|=_x3g_N
zTiTQxD#@b3w=J7)pBkG+q|=&9F`>kYgtpQXk9ls8kf$DTN_p1`oN;Pel&&sAkbK5P
z{{Umf6Cc-Jpa!W`gq42v;Mxd<JcE*bvN}hYzJ^Or;OqgXm@^VmoD~8Fl_h@akfHt+
zB;iR{O!oB1--#XJ_nB?k7uyX!_G8!KzXix?UKK5Iu_-D_NdwGfrruH(Z~~R1qnJL0
z?8DlX7qk92-)VS{5JBwE5M?a!+MwZepTIui3w%i`NmqL18_G-R2n%`U)lp8$OOJt!
z&e!&3eW2lMq+yxjG^J0_hzVJBwEoe9F#-0%lYFTT29~lCiN&*(g!MVkeZFS^eER1Z
z<5fC342*A)o&5*l^gg^6LZ1?)5sA>AOYvm1mzi-VAfbDV{{X_IoTX_yr9h=ygTSok
z{J8xkq^qT`rKYZ;sAjH?v4(1?DyiH<)b%vg4W-r}Vb;o!>n}94xZ8+PO3<LBk_b5Y
zk;c~3i)qv;w;NiJ<7-Ju(6kbjA!#5KsVW305C|ZHd<#pUfG|cjC#Waa_<VjGMDG)P
z%#TB%J8ZQgJ1xv@(^r=vX%XYaWuWw;;*?U9rW|a@b;3(*x#b0^4g>{ATb|*IZBivv
zWj@4WhMg#KLehp>4YaqOl=7B9Ojt}Ia%3$^LVULLY7223dARZG&bRrwPLX9<722#O
zZs-h1s?=C0OonY4j+s#D#VS)W7@c*rTC3Jl@NLvm<iw{q9ZZQ0F|otAbx#m{BAvA<
zDIl$2SsQ~g251DOGbDg5GmjJY+wFg{UduZ)>z$$E3^P~6sozBx4!Wu<(hF>@w6xkB
za4@yJ+f@(uYYeit9Vt*j7=hj;ylSVJJi(U5u$dBV3sG;;t?ar|)kH^Ml>KBBt!WKT
zaSJiBlIr7mZZFDG{G=fHed3B`4r@{?FyyJFYC_qjy00tCI7s%CNl;4EoRtFEIKn_F
zAmt5A@bv;B(5ZDAo6Q0;hU2i&APvED4*)$%KsyuDql)h*ZOL@jsnMBLImVagCZLyF
za!Sh4q^0#atIbKkK1x!Z3LfA=Cq2zS3#e@fNo}V4pfUvl6r}<WjY<+!WR>`!@&McN
zPqm)fIByxRuBv~GaVmvzS5|7CrfDrxQ!=zA32BBLK*-fQX=$o-GRmE82tttIaAs7)
zp?Hs_&W^*e<Gk`6ZMB7_OJNyWLbQ#J;2pw{lfDW@{5g^N<3gEDn#<10inn0ONe&?^
zNGgu#z*|dE#^dick>5BRR><XL(@8>8MXxgATS@YpkjkRCk-C6OfiI+IQ2|<$vFr{9
zHAd!rDVYkF6*3|<9o4%d+8EM?kl9m?YD2-rdw}hr6&&nUj1?R{pprsYIb@FM3PxZA
z_}V2wI-JERJmVI7H|;mGZ7qh^TAZQg)8DnlA8w<&%$Zl=c!*4@EL%Wyn1q!Rh;W%L
zsY)JVbcGx#L~oFHz&Xd@GsTO2p1031t=q<@2A6Ts8Re^!Cd#^P=TQ6i1lsG=x^!AZ
z%5qT|O+|{@gKCo@a?qzy4fZ{q(opL)*1lI<;c5u2Mo`}xpu3&H#==jjO1?m&IZ#?A
zCxv@b?6L)Zvl_CaCaqA15lzR8l<1EEwjRiF((2Nst<|OF4G3|d8&VEcubAQ72DR$M
zHnu_&Am;A^p+X>#+QQYfpru~wl2S;=+1}Paw0E;E9oUNMz7N_2af;HmnjARrn&w<_
zr<+<F4L!st1tU)+$9C~?4ltr!X~Zc3W6=E;^Dcq=<IoLS@DABKc0KkP>@s?}6ziyv
zola!uauwKi#&^LTckRD!APu{HN7BeLkP7kcl@zEe1dyb!3jko8U;r`e!@Etr8&XD>
z)0E)jS5e;^=kX`w#?$;2=1B`}LJUq=HXs?dJ8DSUar3VT_RGV#feNGI6zgo|Ah%GJ
zgP0|Dg%cq$9)58(VO-#+K6W~1QoDL}Bd1=NApH0{H;Zhe9&pYuaNr;vv9RB!`P*Q6
z^x_(Sv{=zw(y0j4Fiu>@T!1o8-3MQXUI?ahY71paRQ3XaAdfXU&QD--jgAQiwl_RL
z-vp|B!dY6pkV%gYvCGSq@zB<LbKtxgulSxZM%tq)i<Kxz1_GdXfhGiRxziI)MedQD
z$WKh{tmEg?KT>}jaFea`DY{z%ONvvdD+pGH5S==+r2E+&v4OsNj2<D3zHr3=skheY
zIT~6DQ8+lxNJ>U_#-$BF1L`<M++5FgrA(B=4M;AQzjfv*2_9-rq!Lo64?sb{B<;53
z@ubgXE7m{3DX@&tkv1Q_79S5g&zkXH?N`}~cS04#n|U${g9XRQL5<o9@sM+6kfILa
z1|_X`o)j3gx$~;bDRj6@hpG-dgvw#2R_Yl+b)=!qLC4)`rqU3iw;VzelBFaVTg{Gq
za(b(7RN&dxr5xN3wuYciV&62z;yvd!U43pa-8F0S*$(+Ymyox-u<I@}uZ9|>f7fTj
zpG;hp$A?j6F=w#TjwMnUM22LB9a2`ENDs$lWja900VC19xv9`4OPM~{q|JpxVHDpr
zGM-GuLXz}0n|-%tp|;ZKeseP&j#SesTL3IF*$YB9C^!+OXS@|P2&zMc!pjcBPBxC`
zASpspOMz;1sAp0ONhF_m4<Gh{?VYaMHvJ7Z3*hxM4$zt>T;qH!RdGZ)S@_XX_Y8U0
z9ATPfX_=%dTa7nRinma<lHw3tX(cwJB6Ouplyyj1Nl`*j*!OS~fRy7Y01S{x?oQkX
zOPl0m6#oE;2THb1k+3_1oSn5R-rpyVZXrQL9-!&Rrswek*N>Weox0=!@$J`dkQ;q?
zkg33>12PT5wF(h3Z{nSP7RQXGwvvP)0VqmRlqD!06r=zGLPm)IKmyUsV{*LUWCN5X
zD+5YELPnyb>B&(#NjUY$QC7>_a{mCT+mm2cX_MckR;f~>$cZ``Ejp(gUJ|eppDdju
zA@&_gn3%y^FSe%EwD5q?cH9hP40XZv{7=ib!;;afAm<704l$4pK;QB8A3h{)_gT%B
z;b|#a2+V~71(cH^Lh2GhkV;IX#vFu%zfDrh&r?-VyxmPDT{DYfrj_=Vg|zbzwo>Cx
zp=d&qw$zm&X-kMHT2i4mdBNeE!<X8(V_Q(Uw=%zK^DCB*xllvajZvr!$*9SUh!N|v
zX;NE#70N=RhvPQF-j6bzx88!}<srDQyAym6{{YGK@Y!<shO6?kot3FP$>fc~-#jYT
zt+zG>deY_<2Dxm=YR!dKrr)$GiwsohQKQPE)>x)Zj?rCC8!tS~RvU6lyeyl>=jG+g
zO}ec*f}vI^Zh4HA1u8Vy<o^J9r%hlfDUk+aV7DQK5J(Aeml=@LFE@64p7BprnL@O=
z-OAfxi=ww+))cO0a<wm^i<W)8Ql?FTbV0SHE6R@jd8A5a<h55ZEWx<krKXE1+HA>h
zt_LZ_xN0ews;Hx+Yb8n@N|F%TT&H@WC}~Sms!nC0B`8x)I7w(B2?YxcDE_d2X8!<h
zP5VZq;am%}{A#L?wtbis)m2TlYE?_x-Vs4o#Z^ZVV~5hZ+D{o}fl{6&O-k8$@ljD&
z)jee!wY)x;!N=O|_CRyb?5^i4l#2Tm8|%Z>?NXS&P4lia6(*lph?2Ppw670mN3zhb
z`b1Iv@&b!-E0J1NW{0XcoeGyzG-sNpJZkSYhm{3EP#AF`O}$bBRCPL&ve<@kDdZf7
z6ozA{1in<C)dTIo@j=N;o9vFfxtRtJF1e-4erncin>Gl)XcFs`dSt7Xs`Wj|a%s_~
z(d+ir<7d=aTKwqs3O#<;u2Y>0ax{ppx5wqj%&ILS*}7$0G)b=1q0pnlg#AT+SZ1MA
zF<E-4HX2(h(+SybEfGVGI`5FvdYmIlQ|6SfthrFi!h-2u3};bDaId*T%ajFYN|-~;
z0^))*E!30+lsZ%TAkBRpV%uqld*Jm8JVg#RhZjiw9Yd}(%Zye88d{F@w6!UwU2(?Q
zEx6)P-9<XwNR_`(m*%+gq|Tc2kH~%URi(u^Tyf`Cyz4qb-F0fp64^b$AX{~0L-SjQ
z2A;HPN?LMdJ{09C0kGSSI48%Fw7Bs?UP@YVrr1)QN)d$(Ac6L1$FtKDf&Ty#aRR;L
z*JVgrboM?=Y6mEMa0iQk<q)3?2r+I@ks1VmG>ei5@PmtF1$)9o+HMYqH=NjX5)3Ge
z4_!s)4oejD?oYW+gxKF5kiZxi*mN7<Zg}S8wKxFsqo=xxV@FQ;KX*e((lLyToROU4
zZUS+f8I}A>K58fGaIiTKfc-x2%;RFLkZ_TYKmb2J6!vB5aq{};qF#24^wMric5`(a
zJw!!`EW?<{P;KEJYcgWGQWSmH*l`CrDLf^(&K!pvX=!n{7TbtWS{8*V3rf;tDJn?{
zN`U}{0tg~O!Yv4K3T?zCZLK8>Ledn4p+JQtNl+<LR0#zn5J4b_#hTimY%kgsWy$ut
zf1c(m=9?yvRON%qnE=3<A_S+|DSFgea<{3F$a5ZI655c3B`z!~T=;MMetcMR`toj}
z&WY4cWl^efX-rq@DYR|qRcUluVycRdN|z3q9+4UNah|MAml^s*iXBosmkW<esmDmC
zE`)f_6)w1ymG_P)oU@(R77kU11cfaA_zEOJHw40nEiE)s5F2eEOk{1e6q1~Tf|P^q
z+o1sJkVolh;VZ|_hYuO{^f~;pyXjCawKUi58!n+xL72p)wiKpfE=zGH1%+fHHBJmE
zYa6tOngQiYS&b!WP#DO_$IGZ2_Br`(IQ+1zoAUGJy~76Vu&#R5rE$|;L$K=<8ia~`
z#*~GnVG41Dq&&)$l=+e0ON=@Oms?s%9A7Vlf46I#JicOyWAn}BTvq6-Q5u_g$Brdc
z;!#mngyn5wGpKyCHbp5jnq}4+nGq5nLfWQA2o4RJI@BzLJm+?)NI_XSNh$#5a1RPV
z@e;5|0K$}DV;Zu7Viw8*lYIFsK=9wYxh6rgbFa7n$FdrwHMfG&;sSz!1u6kSK<$DE
zAdi6req)A`?Xo6S*`}tGUzu*pqt_|5=n@%?8l@SzbjMV*Hn>wlkXdmnaSBT=GzOsH
zNl+YX$o~Kn{D<*5Zp66xIe*cv5iOLwXl~7l-D#3QE;fck#S+xYiA%oDrxwu~T}l^}
zhiXe+@{r;R97!OhLrQ@-{{RU9@7Je&yOXZd?YvM#6*jh=%5_VPEiN{tB}vsQN>n5%
zCJvyP$$6I=Bq$IRl_N4q%A~C&D@af~q>yeD0Wk*%TCP)0dnZvINGGO$e$Xcw`r|n5
z(}*SFo5U42mXzUQQs=Hc+j3E=6CRer(iLyen`y?(rKlZ9ol<-ItOO(lwt*s8QWVoZ
zWYy+n!5Yr8tG5)U+;zHhF^U;!B};ltsnKA<WCVo}m!?T&wXc6I3R9RN7~+F@fl(I)
zYU}0|^>0*aHM;vvHweAvCOigXB)HSBvUPb851SqwX#Va;x>KhIj2<@VY1CyPx~AGn
z0086#<>y*}m;nJ{1`MtWXDJ7u;Axf|k>L-xPNGk8*Z><!vq2ypS%?apH8yP6bhf3`
z>QzxnsLzd2uOYXw?I~l<D~bEZNlS7ZN?UV4AxRGDBi{E<E<376G3DM&(Wx~QK!I(?
zp*dQlCF2H-N@%c&vS&+<OG$P0x;>?704Xm!slr!)+FX<i)#wvu-gH)-U16C90fIsl
zh@}PAmW>-T4W_(?)RC1Xzyd}9us~10ICi4fX4t%+r1Fa0sKbF)yu?b~?DHTyF{&EY
znGDks@kmxAAwWn3oEZ2$K;w}Fp-3`iYg>z2VtcmK%aYuZl@}fjrLaT-v`Hy9=!b|A
z5CBS24EyT}Yy)JJgtS(tAe$iRFdUjaGQ{QgDr3N>(i@dmyXkQ$5H4vCdDS)<tIG{A
zxXW4gw%CwL)TE(E9$MNsQNiIg&ik%4vo6o&>^K3)e6WE-a<_4{<}In!ndxoCFv9^v
z2byiu72Qfu3PB`eq0NPBTXoxtEpnl9rTa?Wolcosc4C86`fD`*04+4w(16NR8xbR=
zZH0TPTFOzC45lYWr}O&oxTV<7HuWN}d%}g~KH|K$DYR)Ra(v>gLr1g%(_v%~Ql|zA
zJ>DA831xYdJPekBN%!4&6+RM4NhGyQl!UB!K`ETd0KIooLKE-0mE}@EhTBq7(uhpQ
ziS-o`V*scSEbLo!74r_~r^K>TG{B<Ls4g=SBc5DQB4XQqQXEp06zj+j1&{$>o93LI
zJbdO|<9)YvT^9A35x5LcY4NSdwTYNqXq5DXv09qbWg#n-AuP)XldVeq?``nrDvwO%
zm4BI4#;-_}CMY!6REut%M=b<MxfKb5AIg2_R~1i3b$Q!L+!zHQ2-VB_E$evmQEt?0
za;sMBQCC&CCOi=u2t*aQwKNc&-DTA}>zD~CCka<oWfBSy;>b$Y6v`43VM+~#K>-o(
zDbko!`|Yl6swn4DPy&;fII>hFH_V_4wSbAtEOMw`WCfKus}YMvHB#`SJuW@RF{4fP
z^5K&<O&9ksO>D1A#g``n;u12K14#g9NDjX!=zQ4b-D2E!uS->jY{HoerA}HKY}A)Z
zh=-ksTxn=ZnuPO8X-=(4NdT6JAt78x+q!jsn)jnK<}RBbm3+9ZN2o<iLbm0-9D++x
z64-6ODH0jOjU=cP1!_)R1t)BHq`VDIsZ6EEeG{(PO0_N2r~9y`Q1d1{X|MECK67bF
zI5<&4LV{9B;T%YSJVmr5C2P$wn5?>#kbF(0q=hIDJW5D_Oq4>BB-sj5fo;5mW+@0L
zCqk8#9H|!o1A7sN(zoJ?7QNkEqFEN{sn4F>Mvl9nG`5lF!YYX_3yVq|OMyxRB}h30
zDMTn_i2KaD*O*jDR!1+b#a1U(FX}a2n$$>feW^{f{Fcg8RFDg4jpjO!IFz9+D7dh#
zB=EMkDD_woVpDC$>9Wlpqf@C}(;W=GDN|O{GX#Z_7L>HuE)tBTPpIT-DkK+CD{`r=
zUL4D=RN9AKwBg91QfV)=*m|P<O^2%ODggi}DW($Ii9p$$rC}olPtD>m2+pW%W)O!Y
z0HRKcLr9Vhf~-iC;xZItGOUz>vH=9Q5}^T61#1ZeO@xo$I5VvBa$>CuQ<V0M7Oi@b
zr$1S~E3LmBan$sPsViLd9OxnF>SXCU%5*I_0PtO8Lb7>ROXkh9T)JXhH#4@Zr(j5j
ziE$xBT3mQC>p1fexR0SkG)|+V-A<JO$14k%Q17(ek)hU`ZlhjekleQ=%JN<hKKfAW
zD$+n{lG<Kigp42*>dLm@TrUoH3>sfDuM*8Zs+n=8R33`UrP_<pnRZc*mI%So?8*pv
zfs*C|#=rut5Teiu1x>ofP@*&Y$x$jQf~79uK!Rk8NC35IAgtx^DYuDL@*ri(kdTm4
z0zd>Ah?$JUf-XnNxlziuC<(imeupxc<cfVIX)&YApC!`MwFg6pOSx|=)-<b0Ku|#d
z@Z;Q^fwXNtUvkweuT$kpy6P2bg<-f78$)f?8_tr;`n9B?DJsDVZDBbLrz%K`jop>r
zVn^lG9>%s!5>*Nmt8%>}8gScjrOYv)Ntd7mp-EcaA;ki+PLiTP3OD8r9(|)vpz`XY
zR;*3An!Ax21FDi*LTR#}U!1tE1%Ly=PPXF6Nl7RJ?{6AHk^-b8BsjH&C0-RN1Q|$?
zWu-|mu5eGkbtMHV1tm&WM$(`~!c>9+WCL{NFieQB@Z)}Oa>A_^1+i6$PD`eVL51Z@
ze?pCRrqs7tl_gpN66*Y=His0w)1g5`j*dzq-4#03Hs84^%tmUj2AObMv}aW7QQBKf
zw8ZvfDL|H-0WGZ=P#*9>+kOjfYnmmzxpv$2TC~w+)7KSL+KWy*PzskF*&fpKY6WDo
zts%9iCQ;B)_XsWbFYElsxT{ld8tbd5!m^;ojY4vums6^rP<ghPLK2i}SaEH;84Av%
z638W3BZm;81SiClhVG&QNXQ_AmPTB_$R6;WLBkGNP$cD2g5m|m$%AlU<s(pF#`v&m
zVj<lWneA5T3#C)+Dr`A&*rzr^7dh0psPW6l&X*rCR;>kTIUz|<Py>dC_O-K2x$D%n
zBS%emL6ufo>tMF^F_)t$xa}$T0+N=VODj&at4fqfDcL~2oVvN&wRt%0ZfzP{>9{Ty
zeXcaJJjw7&54sljo>GM(p6Xw06Q>{$ef_wN+~lED?}(RQG8W8OuH2AmRH$)jp#k=y
zQzW{Qw1&tFQ;f<>fT2l4sR}#ifdHu>48u~K+l06Q8fF#*#-eU8sz^x$_@oH{X(<GM
zlz56n?q_S4KE`&PH<>jUQLV~-LJfM%g>#C_O(zj$Q(RNPA=H9|tuMrJ2|3BhC?noU
zZSE^#fm^;VOTvhU?fEwpH(7@T^d;zZ3W8ANS;$yO2z6d!8j{nxQc{3%?*YP^(dEt8
zZefdR<#p<%E`Zu;Ov=*Sne>+Y>9QeAWl8<#m?Svf5~QU2xEUmHp}gNs2Bi@-STO1E
zDOAU2L5AX!?J_6Mh@`y3N^Iab%dUr7B_T;t2vPtb76L*^)EtsZvkN7$Bp4u-2}}`X
z3xY7ROe7`%D$r#&D%?mgnGk<@BT=hKS*F}KJ(j9v#}WlP=%q@g$)F*p+G-@mpj43j
zh^j-HOK++nQ|%=VC2Cp$N&z}UH3l`YUAtEbw^FOXex+1~R^(Es(1>C7S)8{QsYvr0
zN?m2$06nawNe(4M16r(Gx`^bO-E6q!uY9y+L6a@@DX5hyOt#rl7;vd+VnnF^Qitx;
zg@q`RJ>-Y+j|(xXT(hxxg+RKZF$q=5jOyh+bAd9E0;)uWsi_KdA<r%M9?}Y2d4kz-
zB|#yu5PjK7NJ+^gDnw?ojgI=<DpQ36F_08;#$X5sF(D>nOT@&205C6w1<T4;W#8>m
zth(eXohB6upDqF%eX@Y;cVaAv)0Kw<i*YMb(!4ZOr0PmAgTvX(wr$#PFKqjPGn#JZ
zRF~*gLhFU+Tw@Nl8IXghAxtG+%vPl8N%vcGB_tv3Y9*`7F>G8{ElOoY>HclMHgq|D
zWMn@eB@v!^4V0v%^yn#dv@C~74kRF@2yL#q+xL<xc9NqoRr^iHjN~__TP-;AY{aOR
z(ncLdrk!=frvxPnQdCZOiC5MnfjL1Sg#mE}&{HxF#`0}3IZ}181POyS5N$dtZ-jBb
zB-QJ2X_SQfWhJ-aQsg${$!=0!S^<err>LbW5?fm?Aw;PFDW-yulC>nbR2tpQRDS5R
z*lbpcr^J^;b<_~^6-Z@`3TY$C3sdd3k7-IuUJG-~QdXTw;xb+qwR4tJZs@hThm{he
zNQ)}etv14$#abGSjDwJtoKoF+I?;kaN?br*GP30lHmA|tDw_G2>up=tD-{$W21Hku
z%WTeEc?|_H^DRFcG8<Y*LRQ)rf)&FSk`Ib{1nnRJ9DxSpNQ-Y6kPuRD;WjcLT#k?k
zR+IEIix9VeX4&)QRPGvl>ME+S6;M;nCE*E)NJ7+1mZRtUi@~MGlpJW594T2T-FzhB
z+4L@L)~4O@DlXP7rlcBuKAhu-Y|^DFVv`|;7v&_r+b@P5gr`DK1CON+`^Z`!6I_LN
z3M%R@vjsPW6>%DFLrkTF$XQF0rbNJ618%rWiU~TK33PNuo*D*X4pqBaquSHntp3ny
zd#yu`w*LTkQI7C&(zX_`18R6F$Zs$UL2oUk5th}&9pOT(K@$Na0IR?Tz)T&8u>^_4
zYid$pkZte;5+K0TTW^VyD15uPtop@aa3L77s<2fAMxFz#%Lt067XZ1CWHC{U-<uIj
zSDM@4GpK4=Q3o%qI`rFt_>$I#DNIM#N0zc(kxugzl_4wDmsE(0SC+QiSkQvv5vK<Z
zMYDQbmvy&VnRwJ<KL(jT1#XP!K1_tM2{D|Ki1OM|ay#*s<kpoP?{K9)Swa@twGF7<
z55uhf-Lqd}d6yoaA(bVBCN#F52`dj2fD+@XL$TjdkTof3CkxV5VVKGZ6Ke^)K)=E{
z8{XQj)PMmZ017Zj1OP<aS%7YL8{wShovUA@KO&smhGfT!C{$dX5e=$SQ5_2^b{l0W
zROVTDtJ)&4u;V0$08f{N74n9s7Uz$3S~dBsMwt=EB~oOpEvU0(Bi~BWuoC1~kG_YH
z;L-1U;0H35RZ8`0d@8lG95XNen2l5jnvyD%RXrdj*fCru%u`Idq@^frNK%+{8da@a
zebr5-szl0F4Gzzp1?0_)e6%e}ZKNf^?`cyHsVYcqX$_@nUUmxr$YW7D+(9CKpco`U
z*Pf-IC~9+QGDeyUXb++56J+Nz`DiQjN__aSCCrS%*!`-6s1r|*7$mM!P9a6e&&MDr
z6l4@DRuW0n+{?3*ZQQ6_xbiDBW~lI_$*EH0AKDNjC8ruh+_0so*As=b_zWPaEhj3<
z+X-~6zG+sebr}>H<V>PUYA{o8HKtLCEiN$NQ)|bX;u2kH<dUErXE{fho)Y)X7PDns
zaih_kU0RoNLT*$C5T%(YhvqFRfUPA;LgPB6A+-RctqR5g^2kUrZO_E$BWM<oWSP?N
z96%}{n6Ll<BneKou_nNaX{H%>sF1mTbH%<O$dggAsuI-f_Z(p^#Y@u$l}U7=x0JzV
zpisH7R+I%N4mR4sQQ<+%dy0v1KTdkzg(i_Q1W_f%64_NEvq_Y7N@1tUR@#yl42Z~e
zqFWC6k&sCQC^@}Ntx#>4&svct8b!-TnALTZFqsh=np*+InB-|~^ti@U+L;OpN*`%j
z$vj8vV*GaNi%hm<(jr@TjUnj}S+5`_H4f*crKXh2G9o^e#BKL=D3*fL<+wbCozg-G
zMTmoF69NgCHU_|2ck;Fx2tuF{dyq`~*>vVen;%klcdZoBDist!n+*}6)u{3*QY6J%
zoPz4!N*{|JTs0Dg<*BqRHvCn9>f@otw5@7LkT$)3f;m_%JA}orQfVf!5)HzFxw2?7
z$#JyPs<2e+l4U|tfWx^`kgPfeR<{FL%E~RZcGN0X#YyKZyM{D%Axs1a&>WE+3Xu{_
zN0gw>q^&_{Xau~{MiRFgD9b}huRCSmHL4}Xms14PlH#V&kCzs)9XMz9sBLK>jJUKl
zA!u6TCFL|-4Un}0Bqapum;%xu*m!r>Nu6Yg1v!{GLWJISPgsL#5(H~~LB@x9RBfk?
zl~jn;N|GhC<VeNeB139<K6N|-v^W`a1;G*al#<etw$g<*5*rw(q10NZ)*Xp9i*ZGr
zA~nfHaJ}r$7L*ex!*!&TC9<@MF_e+5lch=p1!O;U1l;zG!Bwu=aGR9Njrr4H%WMcY
zMJG`%rNp!y5bLo9mjmfY4+E_$akH{3{ixZhlPbLu1a_s#o+4Cfvx5#b9Lh(N=1eYx
zHc-RGXfo22xY809qO|*^$?%zjBmzjeu>v-+Hi+xB;#Z1NNPu*h5JZABnDFg=1@LJG
z`nfH;nWxoCpLJSNRTc^=aF)4FwG~MTL`sA;H>LS(0vl~@t%nj)jS2x_1Rd7(mq(pZ
zn^l!nqs4jU)~LvmUXMwb+v5`=1U!b<8e&RHoMFb+)5=PRy{mH@K3r8)q%{(}-33#h
zX$x(|2^8q_W2?+<w^D^Ir<-wwqD?k(Q=!QEnk&@GN>u#Sq}H!HLa$}s4AEsVHJ4}G
z_Z(u(Wictx3lFABQK6JNr2w=&veHtOtt8|$f{`h?zNI7##WQHsYA+hxi{a=JZVsSC
z5jKkuMUAr<v~<K*twXk#Bin6PWkFR~s7Y!vnSPk39XM`PJ!lTaAxj|0h_trq7No7P
z2qYvqdr_lMulew=ILK5gi)k*p(<@9TYB51bdC2Pu2ytzNrC=?hJ>-Q1l(wOC4p>|e
zV@iudsY;y&GM$Z9rAP^WOcxu{(u+%I6nSWLC^IFMI@oNt=PVMEq{YEYxu}gfA?Y$|
za+;_%!<6Z<0xEB%g4$5@a<CL9GTxFjxTMQMai|qGg*-}3$TBtL6jPQYXfqq!O~#mv
z?lQrUZMjX%$v1;0`)xK~T~n<3HOM1Tt1FHqv|on;q@QS~A#Nn7m~O2qSFydRDbPxr
zN>rq|gN;$v1PKvtdE)1z`z<}${@p~aQ=JY|(3f4rxKB!mTnd9FS{y(+#90W|He0C@
zBHO+#O0*YY)GfF(m{OL?W<0W&=`xg*C`EA(C(nw>c<RzhM0b{=pD`q)l2)j-I2Cv3
z%b`A+bmkE$F1MwXXp*3|<upc?lo0NPI=0Ro8B&m>`|XHGL76Hs8Um9gC(klMZO$|@
zWIi;^BwP{)y=YEYiG@wTHn_lvRC_D-Q_}6)jCH)H1gf1S<g}+l?Ie{x&gBbIatf5*
zL+lWsk_q7pQmVOIXi{jbw;hF`y8Lv!J%NegD{M=Q+sPs+kc@|!AT%6Ol!p=)q>b0h
z8m+@Bpt?+ls1+C}NSOwrpDhpQLKM{IpJW3U%_OBtQd1e!DC$#SB|zfLvME(p-fBf{
zcHP+zEzE;00a0bh(tL^Vl(K;2NmvcYY-h=Im8m5z0=EI1#G*VQDhbm=ViOuzSeXzb
zOCTi?lo%G1akPxa2Z~Pmn4NIJN2k;yRV2{W21H5fQ;)N&S|Ysbp6bxB*$QAiux?9b
zZ25%?SRV0Hn`Cn)WveDUYl<AWO;X5b$%wa$?U9VjWil4Fmg<I=USWr0wxuV`j1ou$
z=A}bl?Wr&-6IVg6Q{7jvy(E;<<(1(36oN~MYBZprxRTPc(gMLcN(K-&tVim8(30Zd
zRp2&TpAqK}`qtV~G{}bP0)&<ntSuUR#Oc{811SPk0WdFOb+p7NL_`C5zVSFkq?Hh>
z0w9P0iGo4Y#f89=c{^d+uJZ=1bVyxRko-G|E%``9$b>|wG|OqggH(j1f~6-;7?y^-
z!cLB<I*~VxZO0_rH*8eRW%^TzO+}E0bwgNiC1`nUrDH;rl_(OFDa3`PU^tKiEkb@Y
zGSsBh*GQ{jQN*ZjrPxzkZASuhMf>b2Y9mrkq@6^v;!b##9I(9T_k~haYNaKL9mdT)
zrlnLM6-c*kR-yovF;}KKmm{#bEs~<L6g4ENq$DL+dQt{LnJPi=2I3Nvn3>o~1OQcg
zNd{rikl+Cd89|sgC=qMUxpvk~!5u18+eYS{2JEK<QRGz+-?UWWIqY#{PezSvl0#t)
z%5zB~LXy^}0ZgQntxh2~a?<MbDW&$FY4%<L*$gNFPOLKGQ~T!|Y^k_)Bm=M7VyP@h
zPz!MYlBCF`a<!P$TZZQ4%{`gyL{XhpwG@|B+Rg&sj+mitA#6I@*6cO39A#)H*`G^^
zTV^vNM0rliTxC@4*zfs<JsPN$zYa6%0ZWL|Wh8*hY5`G{+M98-DRI_<keslB6ap+P
zqLMTPAb<!25N;B5fq0N`{FzfGOq{SaRAmH@^w_FSv#>DR*I9<dh9nqCiRV0I!gZAu
z$d4&&N{K;81x+|o1Bgo8Lxd@5!-_h%SA?3}i1JkuIwY9sZF9V&r4AGj5M?M}2Hnyc
zCBcTA0AVgET9=h5u$LXCC%{XSqj_&LB9kDq73UOFm&zO|OgGd>*oJcANLn5L0C==*
z<yxqrF${P~k5X+RrdGC78}_SXN_?q}Blk*{wBfZ#WxW#c6zfWGYcc`=PNapviLii?
z2J%J00%U3o1dsx~1b9ff+!UMaMaPJMB%A6$Dg|ogq%LK=S2`mT0$y#HQiBp>y34A0
z;|#d3XL39GP^k^0+&M$w`KexWg`J^Qw{DsOlIsYhR$-|Leic_Kkrm_?nt$2dN(vv0
za^iJ0q$gWxbvo0i=MGt>N}=Sat`p)ypeZCIr1(`DSRdgNXaF@O&^!yuCqhUvAR9%l
z27q6z99qvJ`FnFzIV;KOaiKJ}CGxhwkiyk6DgkZ#PLk>rpr-*zC|D&b!hs+Wor|ab
z%dZok?h&vK2{jl)9-sF49X9Wuk;4VaMJRG}l(<sI{sTJ@j4bc}0DAPnfC1PKPT!Xf
zTD23BrS3u5Y6Knk8~4xgBaXEVx=@l9jRk@fNcV1kXfy<ww8V{Z$ha8Huh}|DS)bb^
ze)Z4zKLI}xg{b9S=Zu&UM{oRDK_vX}@jtJgF!H|fLBXfT!Nw1_!B+XlK>q-J{+s87
z3y9P~D{!9w0K8YO<G$Vge?BlIqzx`CV_-F?;B@r^^Wnff0EZFI&5%q${xBv7$VM67
zQxZ~JaA++0E=UjrGd#zp7k}*D>l=FmTY623J{^4DpWuERbWbfV!?1@G5sU*q7(3(~
z4>z&c=O3R402Gjadgl8RtwU_&1HZ2S06sQ4h5&KG0nX}C`tCu`L7o2q4h*lITtI?9
zaK@>R{Y&}-p^KbHo{}TEdfcBzYvmvEL7C|`Gs_MFxn*{akz#b){*Z<SJ%8VC{7=)3
zQ_DNF^@AT);9_)5$F4lyoe$Tr>VpnAKkZ!kYd`Dx@z{BVISxEQI5<(;<AP65!#z6i
zu=xJ~)It9M??m$4EJWPjPJDo>LQF96FeYC~xwKuA@sEZV?eebkUc#Ro=R1kejyCFl
zd^Z08UbxRu%InAsdjxE!3CFiW$;ifcd*Qj?w#042cCz6o_s$<fty%naf0rAfN*fm(
zJwL>woOB&e>%R;k*^uf<F<{w?L=S&{oksXTx>T$D7qtRKN>3=TXG?FPx09ty<z>v8
zlm{v?BR35bBd$u5E-S=GZPcmXakmtu5`?KCDM>jy;Af9Ne{BkqpAuZQtk0kAYM|3v
zW(}-_r6@!w@)@gCr^=L-xLb0dnKW2zHROPXnQ>=X(v<oH<zo$+y<W2^YxX;Shd!q9
zQBgozQKdS8I4V*Dn9p1u;Bn()pSNY_&yIQck>-h;DyK-b>ox0uCZ$nyHB7Ucy6Kjk
zCAv#8)TW1@?bKDb3OHmwg6pW(w1B!*CCvUJ350=_Ic{NQ(y6jie@M2+4@*S>XiAZr
zGQ4hP*ffv`LL)J8VK6K~Gvc=!7O<P=#2rHNx@1#m)cfz4Kewuebk>@uQz+6aE2>F?
z^vNNlrHHT*><p=4zcnqPDL_)vg3?>``iC+ryuz-urYTJ~PUa6Xs*6J{`#dO=xU;J*
zLuNQ~G7y=SCn3?}C9*uXCbCf4^ahG7RhC!<4=pKlB_I=p6M{zjV;z9oW800}uT?2@
z>hvmnkjr;HF{%|%c}%UzH1$<!wO?mLjv-D**EW|8ZaBi4acwr^3sRVQ=GR=PkOZ3&
zt+hMIjecEr(n<`R!b!@6>j^+2zz}bHOoCvXPagyGxgO<Ojc@Z(ne7)m>irq(Tl+wC
zSdYh-DaYz;)>=UZMM6?k%QVKPqD?W?1fj-!(u2hJ@rw(Zm*+isQOSEshjCqYTh@f@
zy4JQVN=*8yZX3D!%e46c>SYy&)hb233N#2*_})TVror|`m}#Uo-YJ^Rr_8KYDbU)G
zh;6}4O;TKNwj(tg%l-RBBrV5~QIsVGDk}g5BOr_7@NeUFzYjNUCzw|QvE|dC)*+X@
zuG$w&+oq=qF<ULwp+l<CB{@T<Hi*wT20Yed%cwdNA%~iA=3iopLSaVa#?g4&<+<m0
zIE)Zf;2|IqV1iA|8|kLTA~cJEBq05szCG=ZUedYM&OSt6oVn$dolT2Te(Jwzv|4*s
zjUYP9N}ga`(WF(WEK2jy<w1oVsncb;mZHT|&nHyJxojV{f5lfWCwP1C+aH`<nD9AK
zr`qnLm{V+)?c0X`0H#fY4cnen+Qdnarz)2LO}`c$A$59vF;Qc*($tq732BV+N%q%x
zfabODW4U`>^^2>KG|P_KxZ!f(TXYUq)1*>u*BGhQ8FHUWr_6WGlBnh*66?;^WJCzl
z4Tz0BJ*iLMGJoYmc%<fa9^rqNcE2roHOu&P`pq^K3{hj=a)bzQlxgi$t5xPw)aTxe
z*+jKOrBfo1tqj3y0cvPOgv<oqHJGu~4tB8Vi9(W{6su*8E-fJRI>0loC6|Iv9kvgI
z_hx;Z-)ILidFy|2Ogk=xWOLJ<^tiQqT+%93iFVD?$qsZuQZ5Nd<h5xFjZ?NR8E#II
zX}-4=DyeV5i4JUQCZ+gI@S=-C-2VV&J})D3j>n=?YmsBp`FrAfl6S?EBFDQSJj{wD
z9%EnAnYfi_xk{;2lH6L=omE^$=TBv%&r`BxPVg(u4<DDuipq?-<mj?2`}&<skyMc?
z*oRG~Th$=aljovjN>eZybx%0y4GFa8-7S?cscTQ}*2VHh=AX<SYFieSdb2juvsk++
zV&<sZ^u<edpn)Nh<t?U}ORm$Y<@LE8QK|5h$CMNaX|)iRl&GH#(U<`$gQ7-|dFv!~
zh{J;B#0<a_E3u16Hjs4@zTz?KgP&h$SAdVP6OmP44L@h~Cg0}AKd-l?)H!~O4jp3k
zq1zSu#0gfn`(Wk|IPMtGr1N{2#stcZCd-9k(J0ns2@~Z&r&2t>Y<i&GTRf5F?~I;H
z@@iez3ZV~~7HtL%PIZ%1e&3>Vw!*L6Z81~2V%F)k>eDo9;?=4;^*X5z8<iV=rx8sl
zE12z8M4D)?pAT`W9umIM9%5Fx)ywo<b}i=ZzOGMmvae&edos@}r&DT>8i`{x;#h+Y
zpuny|damU$<<+PaiZpj-&?_+3<vv}Jc);WjCu%+}XxCg@{w#}&n7oIpa?Xj$`0P6_
zt3s{be8iE=tHYc#6x5exP;Dzl-=|XOk!!Qsq{s7oxQ$d)^)^mi+l8gbg(MLmgqv89
zGX(^bq=AV9C>b2CbSA`FMBIWk^9L4D%YU&?m3)-&{+?mKRpqVvh_toW;=6azU^L6s
zhrE|!u~C@1BX3Yzj_Y9+2=!@ol)!N>szkP1aZWQ$9Qg4yKf_h{&D~1n1YTwG#zlTT
zv(0+EN|ehEqh6gp*o#)P9OXRr)R_^ev>G$0sarQf9deghmX#ry&eEoPT~d+x(Ek87
zd|vqL=0zvNT|)F%Ana>~C9y)P%C20s9#q*@^`l6pTJ>x0sZpv=et|)QSDj6paXnFx
z{C6b@h1QFYI+oREUN7sG%^Q;RUR+9-BE56-8v3y$^4a&M`KC7@ITOm-KP%(k^P(ub
z>}%##*F`l8d4N!tC~^|0>Qr_xxy?eMXh1_<;?*UxWF=NDlA|Rt2_<Djra&T9Fcg?M
zK?zJmok@;-wT%xs#J!jHr2Ux{D+-vn{uFufO6K!(<h@tDY5alk$x*!SDAVIO*RxEn
z&0&jHHAbA`&$8V#xNxgdmE}sCCFw0CVuL=@Ul%;a=ie(J+Y}yMj!E(=KQN(7q*zbZ
zrQW>3ylOG2RjCbLeA~ZfE!V4cv^L9*N2Nk2q*4%|l)E`mV@PRjO+*S}*i#VD^N4kp
z+DoAdXuO?HEa)dCDMCp)w$-+G&jtMFqE;{7PjfbpM`|;bPwd2*@mg4Eg^>m3Y7*Lv
zwPVXu(Bi)p3QC5s_m;DzXNc57hF}1)NsR~Ym;{*DnKRIVhNVOllNx|6yeCsLuBOrH
zYH*5)7OdzfeNE_opBYjXl&QoB6YBL@igg1i1@@yxN{|U4D1dS@IJln&b~S3T%XTWX
z_>GvgI^{xJDqNPD^Hb$SjvQ?+tSd^xB$5Cc!p6Xi)a^mE-4?V-F;on+z)PW`v;~L6
z87(x!nfs_nnB$G-K*F1FY<Rct3h+Ifm6nPFgqKlKbfpR*C<d!FC_+*I$V+XdB=<Xz
zc)Lm#6hc%0$dU$c4~V2)GA@}h1YXm&Db_6k5}_&w#o`hQZ#Fah>^H@O+1#kSWE2+Z
zvD9z~0(3A>Ku7!0fzabQ$8MlV$}cAGP}&#!GB_t2Dts}3JwJMS^%*$?bk7mG)MROE
zQrD|U7z<aba&esGZ;gjS0nQ3vdO{oxqy@MWqz}G(^xT~1<?HLlniBAk97iK9>I4yR
ztz?;#HUmpzAg!->wyW}32GPh{LFK-;lpLk8tG3-vqWxwgOtkz&GRoVM%z|9=kg^Cu
zi2x-E-)^7+PB<#QIcap(Zi>Z53@FY+lOeS*;^xI^N=jH|twpuCl_w<xVL%WDanpm&
zLd9C9*Ot9b0TvPlqE3*fUs8rLNX~)Nt~WaXP@KVK&+U!Ck9{Z;+|mMw1O$LHzo&eR
zd;rOXJ>qH{5)!nf60EArm%;m`Qg%Ar%m{)ltxf(Bp9->fhS|bQfJBp&jiSPDt&S2E
zE>vC&;3@=CPC*H%!B)emKfc&w)b$?@8atDfw^D<kKx0-iGd3;;Hq)JW$m_8^cI$%R
z%xq~X)U07zedQj#{X2h7yfxPzQp2GoLkTAtCp!>3f!jaC=Qy%M#UWYHM1p)I%wJ`V
zH|5mMDT2u$ge=$}@e>duU)l2O)Xs*Pe0uVVt#NZZleS#9nWepU{@IF&#Z5~Qm||5t
zzTj=Q5*Fe@h)ZR}g}71_paCEshr6vd-ym%xHao7zrqe2(Vv^psgHbBgA^W830Y}Sk
zC>tlDR7MHlyX_E}Ql(UEYRw{i`ejxOTbK5H+H8m8R2i1@)C4rBk{DVfGV)x?kXc$+
zlC3ya4+&2Vbr;>`1**(|<Ev$=yjR+g3bmBhYC&OP!>du$Qs7Ycw+a~?U{?PCjU**r
z>D~{8F>P(V{Kys?l-X5Il9__7;F%+k6Yk%n4w$~5vlqrUgRVwc_wP4vYqy&g$B1hD
zTaMP0>o#0CDdq1f=`?q)3Dizb-H>P85@hpRo)Y5HIduy1dKJ8j4wqZ3Rv`eYXrDG!
z{hr@$#H(wcP%IvH@;j4O2O;ma?%`aZP;Ba2DpvKxx%K%rT&p^<DnuD~{Q8ACR^%)8
zUotB7+sfvvu~w}?ty3CI3M8LBw(V`Z7RBaWjGI#3tXaIoa*I}jTXu{Wb@Gz$pv+W{
z+BVH%2yUp=uX8|?DwT0i)a06DPWugUh+?5mWzby-`E?XisrNk`IULB1A_dU^dsR5P
z(};34OiGA{%MzG%D0|O~sa|Szp@v)@NT>l(76Rg6#0eTm(hji$N!(fv5dZ{$H4q?~
z0!&;T=Sj3%AE0k4yk7Eu#hkwsyq2w3C34G_6q<#h4i*0ZM7%B=Lfo5a^Kz&t+@I!O
zE2~v%j4H=0d8f;p_Bt(2WLk}w7VGncChnw2ew|Tj6u%36t>#aRFAHC2Je%j0{M5g0
zdz#AT#d^cO?+CSt7gP>o^48wFWJS3gxE-q^yH2Q3t2D|>m1=XfCZ!@AwL_>=mWj+T
z=&<Ym0H2;2$1Ww;dDG(IzHj)Xc86inECy^2PtWB~F6uI&+;o)CsQ0@M(kZn&{_wW-
zIa!%^N9FCKPpj1_6nRx@y~grot>`b!4sy}#OTFlq4=wL&GTr{mRjuo-4BFKzCS}!9
zpCP$E*DB{W)LAoPNO8Fh)Mqy!OOX;{qP7ylj<jqt%PVmK^{KXs#&v)SkN}y=V$)(o
zz?cNss@x|m5g-#{2)qHIB1QU-Ba6H6`_Io4{{U-0i4W}bTbA0fC=e<!Csi#<wZT@M
z%LQC?DX;r&&udX{SrrQNRq5<WK&a9!sdTyn^1w^9TY=QdlB+QBJzKQA5f-g3XWn+~
znJ+37ic~&fbB5XF<tF4^Dq3X1W{1oBCW~CEBHou)5zEP$MYZSD*QHC9<)w#};hUA-
zJMP{?T+-(9(xARpSE>@rHpNzynw>CN^wg<g=jj#YDnzC#avND(I-!!84L-HVFR<`v
z@P_8UG;RKM-8A}bxm<eb<}JxoVy$u1{{U*sx+^vLu@bq{sulZ^u>9%uNy%k}x?Z1D
zbxq`j5CKmUhl%b(SsHSj5{FqrTXAYCl$EUp>KBEm73d0x2ufHN2_-<POv;G>3kz6H
z#*-4Gyo_883z>dCd^~u^qIjvdxhu~b+NaF>i7a!c!|1TDxfbs`IXwKAq(iuE$aE?v
zuu6?gW<yb^H&Yb&jZrH|qdtk$fP|@1{{Zb~zG?m<>GZ~6czWkgE1$dVduE#pnb$Wg
zZu)&LvunkYyOF+G^JbqumWrLTaNE__l%-doM43phDiUQ$j|0wgOm*-B_QF`68g4b-
z-Y@M7*Pm5dKQ83je7v%$bozQ{Q&N}ViezSIPM1iwXf(NE0u5G7dTl~`$Z3VCnd(lC
z7%#Nf?a)_?*_3*3{Kup6PnWSKvMIM6CitsWE{7NmhEk^9gKXNC>ZAaC(!yiAm8C6-
zDgdm}P%2yvU=0FAfD&?un`;25nN`U+ln|zf1d?wWlcYwnBg}}{fru~5PYHEPL!6Yp
zcvma7tuL0=+#hAGQ@L9GVl3K?JV9J4$*oMOLZeb`_uh!>lAkhVh0K=QNsCQ!(w5h0
z9P;oZYx3UEM>M&e%(-Wi)Z3-2ZJU{=Xm+c#8(OtbO?JzfS-37o-J(xwbO~+5W!8jA
zk}7V9ZMPxMDYR3QJkFO~y(v79uhvm=+jlM1ZZTXn*$b#MMxx4-26}4KV@R9rQQnIP
zA;()sob-3l5{)TyO8xFpp?GY*zRAvf!0|tF^6kG5mme;xHXR!7H40R^tb4Y~Y|*UR
zodK1RC5cL}LZj3v49E;RnF)xg9!x1tJH&}fTSBDxffkZ;TtKi90!f`hZM3y2OQ38Z
zOqhXUBhLEy?~e-{{{ZE8Cs?wjT)rNzT7B~tgHe?xr(A<_TUU)nYi_DPkrJeBnduY+
zG{T=$cBawW6J#ACV~!S@6wO$Yx9gWuGzNsH<;zQFDN+oFJk<a;=%oRt<MiS6dL>f8
z<~_etv0RwUYnE(!RH|%cI2frxslL-PsgJOac1$^JJCNIfVYP(3+K}T-sSRH;SYj_Q
zYXUh*LePLz+ESD_rq7b&fgovDo#ls#8!OB!+$)BqQVNJ7NP!>4)RCozkVG49sY*(v
zCIZET2}wywznKS5=%%1jY4s{UEvlkiXi{j^VC_^tlIyXf)KsRDmX0;~sbRDQElEa)
zwR`$VRm^>h&@0uekHmK@=#h-Ll<D^6+XOu#Ja*K=<<}?@-)z3)Z9BY5YfD=tNz{!i
zAf+HstCcrdY=YvCmNrOP**VSt)qpeKY-i`i^L?Mp)n;A%j^-T>n5cHN{!3k)xVzs=
zjK?ompjTtuP$xRWMJ4ena}^~fLiI=nNK=Rjc`hn?buBL=BJNd}#xnt!0iYsAktSqm
z5(Rq155qbf5{s-QD$1`4!;zW@okpHq@#uEbv2H44E3%VSg4+yMD9*6K5@N^#b3SLY
zkQsSod(P_CKmep1gMq_o{>!f7NK81Y+yVapNJAU-=%<0$<9v2Ia6gvwQx@{1sY_Rt
zDNjRrE-gwy5?OH}Bq>B}=8ulsj+`eh7)G60s=-k?iBOipK~lCuZ@3Ui)Il0?gPh~J
z7(8esI$coCj}S`dyD&(En`bdF1<y}BGOBe`HdM=mA;q>59!_N0D;F(62Qr`#A`Hyf
z&E8dBX~rQ%ApZdAd^{W;-@eXzbr{E9G#stGHv*d+oSdI;gh@UB0PVZ=JAND^RGjV<
zy#D~<O4}VVlixiu2Yxs$D#60mHW?a}J$A;g;y2r;c_Him(J=s7vTflfRoENrYjm_7
z<vd4n^Z-BgfVYG|%+;fq=jVml<z?Uoe`m+eGl4c4KZtmYZ`ULGXgOVYFB)m_#^)d3
zVfO3)0Bh;-9e6+mx(UP1fN{2^9kIVp%depH<LFzM$DHmC_|~ELjP>C%JF>wRC-z4}
zdw$d71bpy!l%OBjy%IHjIkwoce8drl1oD>hP6>d>C;tFT;hY1xKksqt{(Lo@*rDC_
zC90{4DW|hooW%wAW6NPqJj9ststS+$w+hgensQXNi~<l)Prs*wBIByt%vkHVTE=jG
z1bs<8asbB&EB>0gohAz_ePOiK*m2Xk)uAxwr0Gsiyh@Uiaj+!rM-}SSwy9omZg^6H
zRR|!&q*(WWbmlhcZ-*9LtYM~_a4k+GCo`!jn`%3tPdgE$Ny9BjhUG!f*eVD?CD(DB
z>QOonMs+x_I*pPtc2>ef*%q5fOK&{FTWNuxEaw9_I97A1^>rtx7#&9h)}^S_R$7qa
z0&t_`wxr<+NGc&@3=*T%6Zen2PWTTDRe3E0pd=#+2m{?xoI90~*WNhNNX`?u1FxM`
z)UKuD;vos22-83$^&)w|7L0m*Eix&a2?AE2Gpy=j;0p^2fzD?Jji9Y<23S_TB@voz
zAKm0&DC4Tg&Q3NvU>xDVrcqj<#}cXv4nF8EAu1rLOF1b(AoNdso|)Ws4{t+eBSw7E
zH2_v{0n%}hgn~1y=LZ06a5o$Rsn%5?PDqg8Lv1BVZM7>YZ2)8p3~rzXrDJn|H_rkD
zB{Cw%l-%kh*!#Ohrf+*U^xvP~JQ7?rg|;1a#}YN*ZII%WKI>@cLKBPu{v(VG9usgK
zenN`Wu-keIkG@hc!UtjiNLu#+Ad(7?!0-lIo~%wm(y-c<hLfO>1_>^>K*CZ01ZQ9~
zo%j^{K&RN_Hm@NoPn=VPnNH_H1m|=lfI6rFk=Ie;1uaS^DIg{;2@^3fd6PfT;lM@D
zpy#IBk6b)9^>W|xTk>T%63c4Rmzr8qrv`HBlu@MX!O`z-akj&W(co{x>bypCo}VtY
z8B#fQU_BP)yOgkfmZIVvQs`FUCn#B~Ok}w&ul)7IpOO~iTC2v~pv;>ln@Xj`dVNB#
zHY^Hk2<<7!H42=^TZ<ATcALtbTe4k4Otv>#j@T!UTz(L|K0xr_$$NgwEwbg;Qc7+s
z@}}4X&blfLwe1nozN&{uWi3)*Cm}vWQt$!E4yjfcrd31ju?FKi=VUYra|zi_6WyjI
zKxa_*F;cFh@a-vg%%THg(VEggJ0U(TH7N$i5}5(Eke1sBLv5ibLJ$H{gd}N75R`zB
zl%xQZq+uXq00G9@lk5C=50Z0?ZGt{I+;{nm{{ReefPLYTa&zcG?e#vr4m~*Pf&xGi
z5(R)v00awZ(@g*tfsSO7NhFd^=TqmdI+qCFZ`arO?egR2ny>gqJAOF9+;8&8_~VTS
z!+%mvPjG&_epuTBkDHPK`i;LGj``_~?c5xW76G<mdS)0*2nyBk$6WmWpO0<2@wWkT
zM&#ph^XswBaq&B3566y)aakEo+25{lj=rBy^T0t)m)Z^E%S(Ov80b<IFr<P9Ope=r
zAD2!8xfPWqTWBP88QApczJ5G+)}M*|Kd&6tqM$%N>Dw3t@A3Gb^&BXhSPdtxlW(Vx
z*x<u4a@lnk<vlJclCYzz3dlJfF^rDe?c1o%$T<w(RQ06|H2F#h2uLU>$6<qvr_^VB
z?Vcq82e}yeZg<;Z)Mw?f`tikVH0DCvLDV<YkX64?+i%Z{2za1@l?qG&boi#*jjiW=
zM7HNe5O3x5`{pqk+OJ+I3vN{yNJ4>1la`aQ7(e3!<T~W~XNGd(<;**Rdy}4_&5Gm2
zUTA5gl<)V59;BR-dgKxDoKh$>_woC^2d}ya1ne_`f%DINXRiecwAxbEQ1*o9AP{yR
z%j3DuGB~u&YMNBGklE&vQOl{FIdbKQl+I!T<#D8dM$veSZf)|!Ua@&?YTHk@I9sp1
zJ+%cQRJ1TWwGO2LXD59)APjUJ4-yrc#u5ULmXJ0|bbF(2m>9tH$saD99RC1hP(Sh`
zJ$eFr?oQsjcIn2Z(Lw7V?UT45{vF2LM(gT%MQd47j^$-gEny_UwwiRC;7e&iFd}1@
zAsuw*%LS{gM$@;P;(^EoVX$%WNI3_6zlUB5XUt62iy||7oTX|7YC#>sj^pQmbJrc#
ztXi>Cfa8l<JCTfhFf;4l^f)+bgHLFJn81<$01*n#-SfWq>zw>}gEB#|^#FZv_&kZz
zua+73)U}m@mWs$DqIT_&P7mRq^IFm9vKI47ag`yUpg~YQjx)LG@Hq6x3&!Izf)IwA
zKqPcP^!SYQ?d!paLQ~LV9X=d1u4V;}{NxV0^}p(=1ewwl0S8@=U1Vbrkc6cJqCf-b
z!HZIqge4_e0D6E&<NWvm#&FC_HV2rP`}6&A#&p%Ttz{)iKjHwK9>;IzoMaD~E0u@C
z;32%SoCRPjDjSZu+y3MLah>zQ`jV9lC;|^+Gsc0IhH%qkJ0Ed7{Py4Gcj1KqoyMGi
z`eA<l;~KFwx3p<d_kh@ew!o2|x$W`jHzR}g-E1cS4Z!PzoOeE-F1>c?!5UjaKI#&j
zbizRX1CF6Y3=h{{5lH|DJDo_p$CoT6hpGJs-|2&emQ)EkM_s@G?cZ--kLAKfsF`cj
zw%l5o$o<ku$Q{W@`@o&gUylablt*5_0sT1FhXNuA8bP?_(BPjhvM=-Xwh+Y&IKyO}
zvy6;y)7SbQ{rFJEq(^nP9FW_kN?MfIN!TSo9V-~dK_?^74ZHAfr6Zz1`VIs(@j`Ts
zx6iL$yM7<%#A*U;Z4>j;?oJ83bf1A3Eld`Y0BxW^zzNfyn~a}PfsUBl>xME%-eeBP
z-P^gwalYp`^(TX2AdchkKhS~k+kQ7pfxbxJ{wxvr5x3#M3~3&^?IX%`-{*pDH#XP#
z3;eKK9vpQoy-X)1L?3WtZ@P1jQNO3)cu{}{KnHFCCP)P1PThdV)MMsH8~aX3>G}OP
z$Lqe_JS<pT?dS8t<CL!d01$g`vHS*qJ@?O2{sz9Vpn7D3o%8v8&*<=8wP0hp{v1Vd
zf4{roKK(6oYZ1$TrixZh-9KBO<@~tUjNm$!PErWL*pb-n@;jcHJUdZfb4<_Qr`f{e
zxj5gpch6z;{{TL|oO3Q?J9OW#`Ek#FhjG91{T`jT&z3u5<)8A~;y89&49Y&HKD*$?
z#cCb?xE{Z+mwq$MJ9a0g-8-Mr<3XMNJu)%BPMvYnujj|WH|v}Oxz5D(>x_(l9=tA8
zbNTsw`uRbRtNr2@+lWhzIF%u2T2iDf3k54elB|U#Njg*r!ht#1<Bu~wH#sD(LGyxi
z2z1poVBP4KbJ+5d0gnxpzD;7@>44=DYspJ3f}$ysX^xc@DSCY~5$bYA=i}F?9eq9{
zJMk6#VEBKF;v187n{GP{s_&r%+;&98q$R{w;V|a9XPQP)8oLm?On)cKO5TqpNGgok
z8GKToJ4t<jRQ)+B2~Eqb9KGvCE@dDs3ADO|2?-|`_<P}}f*e#b>?Ly$l?lkZ*kvSz
zAK+5N8ON7(hAJ@>>ncLqQb^R2H_ms@u6F($54Wdz2~<_;%Xw2obr?MobAhCQcJJ?S
zUq!dwqb{RMnwQv<9-}Fh#F7+;;W~$w+tD6nSW|8?;uM7;TcCo1GB^0^PE+atDIVsc
z2>@dSLkF(uP&mh~K4&_e%)luG<yumtkvbHDlQW?PMXw;vv9z>FDY+?BM$kwKn_dXe
z+j0n;Iq%ins8WkAC<#$P2|EQ5jZG`IN>!-@jj*pm2L(<P)nNb%eAJAfFMSSlDIn=P
z00;-E8}Oa;mfW@<)I$qEWz6SD)qsrl7{CDb2Oan`n;gSFV{WLn?i8&#32EcFR&jur
zHX!Z^)wnqvUPGo~M#KRm6VslY_5fl9u#y2!gpUw0duyP%w);e!7O?V)meE3!p+z`e
z$|bcFh2uT(kZ=hEW7CfH29~7jS_X#>6ad`{$ilj80nSHYPW^Z%mhMz1HLSj&<rJil
z3eGTe9f`_HbLw(8BZC+fMkarEk(9WkmYhnmaOg?LPMWp{pvXTnF!32o3j%&3Pd!Mz
zr(=qaB&35RiwPu?V<v5<#{U2eP0s?&raaDUl#M#mV}c3XsSCUbJvtDfgXnkY39)$2
zXCu>mZMJ^9{{TMN?Oxsshmj+hX(-ULZ1kyH`^ieKjU;sF6n;5Zew<InSH4EyB6r6B
z04|?~*xa5vz8IhQN^@%$CzYLC0ipGsq@A(G@o)Uw$4L!s1N<}#MA&KRg)<8wSSMli
z_4PRIjQVh9mokt58}}z2KQ7&I+>Qw&tY93B<G;f{mj3|DuLcNnVV;=kF}Kg>+u$?C
z%5Emt0G+vM*UoW}vk*p;r%hsYwujFGU0$s1&|{`P9X&pL0oD&wfsVcN@ay#Bql@XV
z+!79R>FMkA#{iT_C#PJF{W3nE9{eF17?KEx^B;ev93n*NBjJwgco0TO+aQylr(U}c
zp8(3TR7o3dGwY0xpzJ#B@Xs45UZiImX9L&y@Darj3bH%rpy{0d0IyJfd_eIK023SX
z&}+Xh=y7qS1h32y9|QL|+szm!Jr8ZW4x>2626rEq8YTQ34gCQ<G3o36y>Y-5IgqR!
zJNECk=luG8Pa2_MkAXX9>z&9Q{{S5PIH06+GZX8j&&QuJH@(z?QVjC^uWj$J_2zV!
zvH{h(A2IYKbp0MRao*ax^&_X#AD-KK=YS|#)0~f7>^kHOpN=#28)u9z0g=}m^%&{?
zU4PGt<t7L^Uw<L_j7rftpqPQBfjV1GSLbg~H7*f@)O>$muGrvv4~>EEw%~g2^3FYR
z{E3@zV;RZYr|10oZJhMa0-9I^9>k2E<JUj0i1^pu-0k^d*Wcc_HJMJO)uWiTT6`*$
zWn>m7M`lY$BN+&F3ILFLfDS+)jv>E0JTAXkiz>6rdc{%{goV2*&|KAue8giaMJe@^
zxgG2eax9lzj_2HMZ0r>>S#&64R^z$b^^V8*ZNQC0Z=Sy%zMnoge`sFJI}z<ig1^A~
zXTa&Wn+`UlQ`V#kel5dXQ1H}n&L+@JRU61q3n@a)JNbL6rYaax+E(uY?JpVZ-C8R6
zRbz}0pk1d?E>ct^YKn?=9__$HfUpCt$x}`taG^#5jQt_`6v;84i833jW>jfSt*K1N
zLX?*qeWwCehY~>qC<A~xjrc!@71s(vQcAKm0G;v%HtXw;<_;|1oLrBhb0#~LSO{X3
zc}8auYDh>!H6%6(L@KIMGU5)%W?l>NjyGF5Xu-&qy;_4<RX(Kwh72^xW}=6jaWmso
zS#^Z6({aNqVc4#<=eW5Z(t-+DEjIEVQk(pa_RsyEdr9nrjIl~qIG<x{-C8&wA8Dkv
zGN5N1FNss6<)h-Pv<kvfqfcJK9IB;OX6k9FKB(-cZ#Z{qsFdqt@Vri)2{qh3XE8}I
zkoyaP-%~iR3RXaIrI6d9Igqzd(k&SiVmmG;mWk29)Y?=De@a5jE`;jP?u8{tDgcdX
z&Jv;vLrK1)(eDdo)x=XZC^h)aPBPd?avWvIOlb*iN-9^p!;47JMh3SP?-7}b+by-N
zNJ0=?R;B1lQ>|D^bt?lZI#Ls<Svo)+hY_!yb_<U*-Pc8qJ*pqSF$^c)akQObMJXGt
zq6tcg&YXkL9z0`;)p1T0z-st)4Pi$Pd8ZnvVa8JTa<^P<0;Po;(-445t|m}3Da3}>
zONr?zyNa5&l=@C&tttd4fT#pya1VVYMnY{QBpCpt+3zf`&)AaDN2xx4WKUS~U0Sk;
zGF%`f%|!dL-z6z{ebgwW-G`V=qw`Xf7Ym6?VI^f{LqI}CO3I1Tq$hGo(~Zf;6_;t&
z{{U`V7WG^#6Huem<u87YxgE7SHY0SqtQ>%H4tN94PZU*47nTxiYFnD`3anuoH9)$8
zxHJa?ji|hZrDbodwx*lZg|_4t-)ZGC<I$a8+W!F9L))hp;@nD;*k>7Pw~2ls0JcC$
zznYq^#8xG@Y8AuLPSWb@_$_m&O2a%c4F_uIYTi;=qgr00TKlKy+hgW`?JB;^`!wu#
zXuYoSy2f~C2JGD$s(VBVn?mZBofOnxfN5$+;y9gsTa0k_X&WWVx|)h|fEC`UOxM~Y
z;^vzMn<JF=T(#A1D~$Ucahi03(V*H12$Z&FN=lN5^X|8NmtTqd*AZ_aG3Q5RQyN>8
z(B0tLo>Jvd=Qy>iQ?eRy4h1W@NLpIdfIZZKq-nsw0C2acQsq?Y6Y6yb-j`FVN_tG$
zvX-~xxVPLcth(!}Q;x`WN-oHC#VJd1SyGC^vKgyYq^KoMIFw{+^7Mm^vOvg5IL~~1
zx8wF>hw#<#np9I$x(dRI-cfBNIN^-TjH<uxfJrGxN+v>-f0zFNY+l)y?U%N^L$+O@
zrtTE$NTT69IhwkqwZgbdD^rxzEiEcSTu@VsdZpmgVydmjpA9t0Wrhza2!&OO+^Fbv
z4ZDz#^I8;@B<UznIRQY791;%LCpqBsQW`+Yf>M#)WF<T8)k6dE;1r1RQW%Lzb;c?2
z+e>&uV7lQ0TZ=2wR)wo7CrXphteyA*>}fL<m!5U>H-sZvio!qxZTB6w>Q7zw<DqTX
zL@lu5lavCHkP`rs0R)7Da6lVl=k=95vb0q9EGb1vX=P44+hs$$OO|at;Src-weCnD
z9g1`}HuGb-fKC$YN<ODxquX!h2MJp2R%BBrMUKO%T!vK~Em{<i9>Z!n308g89AM)(
z^x$G>=Om?B?~TaD-2ekWpT~g-r>!Jp=NK3$J$qpF$lD$Bzr%>s>J$n~SxMYp#vsW8
zJr7?wDb$*GTX*qlbhftKN>r631tCdQz*2&NAPd-DY-a?p={Azp5*xHg%5`CeOM(<P
zN1CLe8F5-ttm`;Y!ir9EFb@uGF58JpXvc>YnC+=$%?vVzkQA*Toh^V0jsPbeNXh6p
zAfeI2)hLJ!>q~C=&YWl6MqDL+nN|SLT<Pn>x?>cpra(B~uIk5J<I``hIJ-cEnOJN}
zNC814Sb;GYF{StO#up#r?j^?Q(N$357J}oAxcb~qY{w#kR7gqpt$Pr6x_J=Rk}wE4
z1QD?XJrAZv*gJIVo($QQQHqk=GTv<}2Pq5A$F2&BicZ~Ak6xtkVeI6L>FRTnxZkc$
zKP+s1Jvo*R#{hi@&%?0eL1+p9DX^gc_?rp>GN0a`OIXG^#(1?$3eQgatSTU_msZ-K
zfC!WnlOWtp@3sn@T!(O8apzB~jxEFVB%MDky)oa7LR6o?o%iX#eDCT0yc>BRAJ^f)
zci6_990QQ9pG<V?u<4(VZW{_nupkYGhnAWTI2+qcFx8iwmljsFpAyzoqHVf~B%OrL
z!q^HHHaWrD;f~*jsr-F7!zCj)-{1kq;&J@`9BQ@z^*i+>{C{81jw)$EB!rwNuHQ`O
z)AH-YD^kE93yYF3$_CNO#Lt<WC=IIM$U7MLbHhP&A^24%lF~zMK797^xdFmThEJli
zwmmp1Vq}J)$!UoXB{JI$%xJ8D@(}A!rMFU&kn17#8hHp<Qc~k>r~tH%7x#Ps`z%UE
z>SaX>Aap|a8+-`-@wW}C+tZYgLFu_aPW?SSJ8_EcW}Z<5i-jbEaWJ4#ZX_N0ZI4Uf
z^(d&IV2BPNcWx1KN+AR+o2V%eP4AfPGxoDZG}S~<kldE$!)9U}Xr)O3<OLSULY1X$
zt5Q^wproi2Eh$<Ske}(oo&*P~ve5uOmeu9Brh|o8SC*AI<s%)=R6zd#x={ls91u!j
zQQmd32+-n?LVyYiNy37Ms34C+jPX&#o45oeM8KJXB1P_f;i)F~=67jc5^0w3b>`9*
zPF$)jtx63N00<@lNhp9+l0rZr04h<*-0V-ojxIP;oNw!#o%?5T)9crc%GjI_p!ska
z%$$s1@4nlQ*53{)5}{&r`}Ot4vtSsu)AZNxmIJNT=Q$$-VmloE9-HH?{5V{z=M~4v
z>$(lsZ!D|;mMfHp9aC^?w9hap*m5uw8hC%ahb=9w$Z|qm2z8?S4>zj-Y;b;KALY~d
zo(rTQ2Ow+);EnJ}>HNCxG0<??kWi>n6bMoj0ZN6W5v{=j(0a^ce}QpsA;5UI593@S
zt^OUwI9*FsbT!ngExk_rBq<9?f|Vx3IMUFzokEn`h+At~RVKdBPYRsO@%Q0kwMFo8
zd)xGCH#9GsV*KWBDKAQkluKr9@o5Pye`+bu$AMKg#qI3!oTpszS!KFa;L<4-m!<j8
zn43}Y{m%aY06r`EDO95~%x+BHl&WN?(d5mlL!!>AN20+^cv^2ttr$!^s(evWjFA?g
z_!Q~POn~%RZW&2H^@qq_d)yp|y9G&<$*Ed3S6OQ4ptQ8**yuVNsne3OmfNeqLW-Hz
zq%$$CaAY{zR>YXL%Tl0IImX-k%Cj#wBC6%(e5*#=ty7!xRZ2A~nkxSQwS#Xd1j~&w
zG)7;9`)o;$xUWW#TX#|$<m$K;6ICugrdF0}7N=D6Ze>_;6y4iQy_pUrVMUsDLx2Sa
zLWn9Y<VWl8u+MH!_WQD^Uj|(h9j)OD4tATfE~oZ2ZC1HT)o&N<@p_@8(bK-PF1fl=
z;;Cu4vyReMr6{guzN7PKyZklt;@0K;L!8x~SKa941S{FzUA@fs)Jd<{tX>Skk5FdZ
zdbrz4ivptMHcVII!=7V2>ux2s(zjBy1{aUlTfmPZY<_llJ?Eb!{73TE$GRzZ_cyQl
z7d9<q(_y=AT@swPEZAtcQrih_Ow=m$_|&_Bii08@Rt-tk<}xYsqqdm-3I5xEu<x1Q
zW-l<M^COor>zu;yb9+{n-J5->mCma2(xpA+t|u?KlKTzlY4qf=ZCy)4Fs?QmOlcm?
zTW#3VIO^W+nzdBPB~2FTRMXkg>QuL>nRQ7kND0cf99M9-g(Ri59``AC>(0n=D!x0}
zt`)_rS#qAbu9&@3O6?o86%3H;hzNd(=U;M`rL-j}tfo`0cMpdG7Pf?@fOuNimcv&y
zV?^aT)gGSTwbfo}K@KUPbhQzO6qSU?mgl&Gp=Gv`^ZFDSBZOiQw-$!mN|xh_N)UvC
zr7db9DN0f@RHZ0@02w5JIC#CS7QGR=1R{|&)fcN0QH2*KDIqFlDjCaAl6{@B2}+h9
zbr=tCBPmVXSOqBeQe(!mpo3x&?<f#K@S#8@ayDI2vJzoRx`;8A0QijTRqiI>f=Yq#
z92V9h*|h0Tu+&DJM0VQ*u3Vtv&Y;?eNRSJz>cMl$MwH=d2uMPe!f?p7x5NRzbx53X
zzfb~z&u#S$&wOKQuaP}b!eb$%MrX?NKkeToMQe5SB!Hr&sag|^G~Sc~a7it0BMqHF
z0G`_Y;n%1N$oO~RO57yJb_Qb~vjRkm!L`8TEdYQ*r2<ksL%f(1;xG+~7PYkAPUIQD
zlB;~=q9#D!cPAZ>U%KKz10O7YTpScolqfP17L%t-?~-(=q^U_RDM>j88h{GwkVbeP
zB3W`Mj_<PukTz0c$7R4iFSgnpIq8D4tD)g4`DnO&kU|HqbKe;x<2#I;?s$z#R{1$b
zM#1%j#*v34PV4LAByDT@>^(uZd0xk`jFsoPD<vR$VMzp%emDbwTy<&HGN7cTwGear
z#?avW78Eh`-@hGRmgIs9iDY9tG|Oy*^9>~+f!73M*NDlR@8kgaeIh!HNF-ZsWXbw@
z@9D|g<c~AC$;(^TlP{9h`;wV;OPd`KX|xw)JZjRCtxQK<F|wwnxJV(t-5Cw!mK<$o
zS045}1#=6YcSVIBpW-K&G@Ih#s`C2UyX~mRvfZ_=i(*4D+C}F=xatb7RYh<>n^?D)
zgCWTD`H50$D3sd&0CExF8<f)OH2z~*^XU?vg;IrEg)SVp>+;@V<{b-4kgO;S;|c{T
z3P~YJAd$zmp9YuJ_cYrTsiKWJw{2>zwOM*eekDN>D-tL*6i$NNW}JxRq)DN&%Z<6@
zw5A_%NyCU4>^L<GPw=N7?$o-KRjsr<w{oVPrYVbvODH8N1^3q4Y8JAxmfJ#F2+Zz&
zTZ`2=-x6Vh;!{ibaO15d1g-ZRcqUv>1cbEPXSzxNDpQLqCo5wU*TnSd+#W|?)f;X!
zd6kGT=@Q~ICmvV#YmScem#|I?k>R35mQqO6^G%I`;)bAJ^@_?VwCm=ez)ekUwJC^5
z)$Mg@Q_z<D!k>T0U@;jDG6)2ftmmf}W8%K0j}AP*d)gNmI-5>0d9@U&B6aU<!zl^`
zU^*muOWb8EJ+e5V=&@>!^A?>~rP3N|*s_rN-}d(q8mrWhk{VhTr2?l4R<{@-DhgVY
z_f>*9Zqmo%P*Iz`MIvLw1gO05X*&tb7nwwq_i_kGoZG#hQSKI%M|7%%&xT52ri#qL
zHyL9r9NA18Vd1_h*JUA!%a6*BDm6vOlo}Hu3B*?=Ew-I~1c9N5@Q~uvoB`$`1mKVZ
zHB{uq?Rnjn+mu<-AVR3F9SORdu9Uef#BB_i(H4SSO94t#OCteFD^bo>!l5^RG3Q*6
zB}%nqRc+dAnGZ~mw5UX4dybdo%~^1HWw=31MF`yp2*PvO*OPqLsAiK|kxnov)RdNJ
zfyVr#`)tCe9FmlrWk^$wuQ>P9r9oK<9COMi#+0^1v~^6jNg$G&oS_*S&VeO4Onb>V
z+Db&UO38(w$dI_SW>%!DGV-bbImFt*8+>wlwaXq>&9W}~x?{sLWY?>6X|DOx9d);h
z6pA~mK{{HIE!MRu!as7-)TD%`JR<ChU2BxKj2f(1>J^KcwI)jt>4hj{L3x%{5Eqh1
z?sOrwI6(_il;Yh=ct5x*SARBZ6pJU#ks<|B;(=AIPeF1*<VT9(efWWCPO^rO;<hSm
zl9Z=b21@6hw>>34*-B=(w0LwnyjXG!RisV!Hrj26U3NP-bske?YET+dqR=W*k(8D=
zl&>pjl(y0xc<P`XUwTl98ih-)<q}d<gv=xiIF%3__m-y{Xe&<wdyu7(5dsq4YXTCY
zWSk{=pK?fynq{j|Zk;ONyI|8-5r~g@>x)#FzcO6)sVXW$+FBD8N^w8-cu`7D>RwyY
zZ&|gv+*(_tQK$%Zol%z=K2tBlW*?UNosd6tw_K7HsRZDJk~`&viEh*0q13O6MP1of
zTh~0g1u9iX&Qq*FZc>6OQ5$h?Yi;~>YfETb+EJwHP?+`|602qMikoj&t1;=-8;L2b
zN{Ut)oc%pXO3$^qkm*~&#$8eta+cOmMt9*9d~LQ=7Jvd)psW7G_iira0p7fXl->dH
zPmby{6e-9kHYou%S9lVnAVs_llQTJ!;g12qRgG&t?cgWX)gA?}S7bFFkqcL`FyHr<
zkuCPl5LEigTvC*kZIx%C;S0<-R@G+kQ+7m0oo3&zyt=gdXbGCwiBCStgaAPHc1c5t
zC`sLV^<yL~*^6?b;WSZHiwfO`Z@^P8t>)3@x}>_N5Zj~`C9;B+(5=E2jk@E2T)ehs
zw^*uQ@Z`ayT6Bt=v?*;rAqjG~I#5JuG8*#}htQO^w5Y6QC@CpW!my!sQ3C7k^CT%J
zFf8U&6=-|2GIL!AQbeFgIYgff!irQ1axEb<8VvA|K?G(=5HQ$UoVDi3q}&s!*C*_%
zWze~A&7U!9it1ucdBnEL5Z;#-eVJ)Ol&l1hf}%ITo@~>mF6pPiqSsMXlW)-}j#a7Q
zal=)r%ArH0q4hTAg(`YlQrQKxE6r?a7|M!`dCTHH&uWhKt8OYds!y(l9*)6r4o8Iv
z)FI`doEF*g*mSm^F(E}Ic_4yW>b)3V7izhq7F?v;rWFaKst!WMMhci^$DG2!^OGl9
zleVSkN`|0y2|N<A0(-?F!bVb@#JbQ}v9gL$A~Zlc&LUEZQiRHi0YD3oa)8>3Y+z**
z5qTg<v4Yzll^1<R75i|&Wy)<zJcQDz$&NDHlia90^XfxMBT5?37NDf4oztXe0z%Q~
zJ|e8;)UE4g>yL3sc`>N(N0Rd0N?4H{rA>6UauSH^km?fdw!>O<DZg-Kz@xEGr*h_f
zSC<#0dhN*;VkTCo@>a&C<;sqr^X;ilDP=_jYi()N99Nc;tdbe~PT=N^lXufzy5zkP
z6=@%~6(vwy0r(SSxQ{ir@Ssy0PrrkdAePnwaIO+_rB5XYaul`Z3h^cs6LK=GDoTO@
zv6U)Bf(`%*3R_c-H{n7=fsm2`w33wt4AIaT<&AkSWZyQMlVwDG*PUu)rYjR*wByCo
zOssz5D##^XYp%GkmE;|U6m!5XV%c@;_n9@T{-0QtPpjK$pC#*hq%^S|x_kzUPRH}W
zDU~7gIp#3xed4V^1(Krb4s~2s1?feiSQhg&c@-*~l^VCWT!%gbQ_!d0QZV9*)RV1F
z9Xd53c-tHiP3ENv@s)U1F60Ytw{+GWN+Gt|LRn2ckhfC$+eiVI8YB0Z1pB330pa<P
znaN3osWPJqLeO&<BzTgfqywB0AjmLC!$>3{DR3!Gg97PN6bddU!laU-G}IXY-wNA1
zkr#dGa9cNZR&uJ7?<jGD=zlE7T{;AH6t??l3tApvH1iEU3Xl`Fq?9Bn<G<~jih~m0
z<@JpoiBFjGQYjTwR8oaDszhgl&AR^D)V*#wrR3#pxKOcxGsC}Q^OnkLkIPmm57O0C
zpjtJRHjwj0Qx_9XrVso+>&tk!wE&=y6ReN~8|NP}sTXH5tY)pdvB*<ysZ|!=eW?o(
zqDoWFd2kacwFb}~!!9?IfD)#ZN!yC)Aww`wN|4$G%77&(Y^WTubogQ-00a@11dB#p
zz2#~$%oPy;Ds?45fh6CZiE7;YxGpMPdzEt=X}4%Jq|uv1b)_%Fn*5g{u5?8sc`T$X
zD6b%?E7nvLR5&T1)Gzvdzg3}6xMF)1y&8*2dOW8=c1!Ajg|{X;oC#VTk?x?SZKW<@
zKouyYf%I-sQmqS;u~d^)b=u6<>T!aeNKz2uvXqrNphD7Ct$E4NP%)8=1?IJ*D%htv
z9^jV!TDe=1LUnIOaV`GpI+{!{Uuc4rEexfkxDJv|K?(<l_)<zO2`W-xsF0JBO$>84
z5-&NGh(gq&3bO?%AqL3+s8}5%O@JRH#EPGEU37{MEb0*^p?4Kxfm3BO+zIodHtbdl
z5u}aQwKk<I%W=Yz6p(_I6&@I_Zi>zIQl!=1yjXs$+?HIH^fz3KPLD1mPu;88$L|>~
zINDPA_mHPbfkp_zf|*gJRBx+x9mO_9I+^5C;?rBGDcIAg6A;-zj-Wt8tv`gQDM%W^
z05}8%B(Dn{njJ##fSJ0?3e#(9RCkiFww-yoPA%_z5Z{vNNCPP;DjHUjQ^F*qixikb
zQv`d#Lc}MK%Nj~_foYL>fjP4QnAi|9l#mRV)RQrAY(XU89qRShec5p6b;{c``IfW?
z>a>ZFT1(WazQ+4%0$Xi_0?Umn{o-07X)0TZ8{xr~P`WCdtAz@oQksiz$$>D#q%CT0
zoaA|GX~!E&T2|XDNkfAwBg<dArAgq6nXJ@PU{K-Pu-ipmXsE+QK`oRuCY;!47IY<F
zy#3pu838ECK~U0mBIIu~9G4!s%bBc4YM~Y*&?cr&zvhIrWFcX^oHwKtEqQUI6a#>D
z5)d+=<uRZ!rf2|OWJtDYjL~6WsU)dzv796lCINtA$$}JoG64e99OXTEx-^;<uSx~k
zRQH^sre#%1QD!`uaZB+fJmSA}mm6BzIB_W|Ua*jd(2|u^-DJ5(qFt4<NqRlR8KkC>
zR)PzWT#|-V!(yg}mZKRJHkgRo9tB8sT2`eXrzDG%bz2IfZBt@aZU&*tsMcb^u2Y`C
zh|iNJOj&WAC2EY7q0}P_P(n&bP7$TP94=>b&cwIswMq@JxfME%Is{lVAgNi<<Ta*L
zXT6PUQf0(-md2-<4i-|Rtb)?kc#J6`0aSqifose~gxrH;X-R{7O$Aqo3WFqArVwsz
zF>B6-R4hg-qnTF^Fgb-ydV^AdIr<$cw9IOZW9A3x?8{6?ob!~X!^mx<xEof0*maew
z3vEfti>MsUx2<Um+H~qt<J?V&6ecE>AjM3CDa6T*EvFmOrsTEdEU@BLhXP$nhDb}U
zs)g@XyskRpBgLXqD~O@ijV4n?#-=?AE3uzSRFn{=U1!<abTq#;r54uaLQ=4G%>Gr;
zuX;oGHNOFycJqlTin&l=w@axh)=(rqtgA$49a0hd)VOe@Ax;n+$dClU02Itc#2Lz{
zQ36m-n*emnsfejjGKCumxQN{%d~pXuHqgc&?oVHJ$yEAUuQfK^yA}9xXcF2E2C1{1
zTXCHV4k^Hxk`&@xZ6KvA>3Njo6r~nNNwWEJnv8gon24(T^rh7xHz&wi%kPw`TWveO
zwj`x(yb+wG(xjXcl?s;d`9ImEO0)0Sv!Ms6@v1O2IEPz}H&RyHtT44|kp*&^K605Z
zE+eWA>A@$73vgfci;J1IX{Jv!2VF$EO-5VmYxZ*G#zT!Von=MHjyk5AcicfjgNX`C
zfGHX8rERQ~5C&ji<{=^hB}G7c))%nUlQz9bP~r%7_VB0yIwSx9GGN*^9ZAP~wwXrd
z1w!bdOphVjJ=El>REL{Vi!8Z4Zl%~xsX(Oxy=!PIAb_Nm5)z;~*g<x!Jy02G$5NEY
zatWT%Ysv@<QsKU|hmsn31rNoLolPwPB%~;uIQKQHSG%msk_5ChS*cQ<hbo;QDF}Ts
zgT7j%LXqb<768`tmQ)hYmZcP|YQkAtSC~;{*U=KXAED2;;joFOd~)1L%|>`I<0>mh
zlJ}b(L2aOFQot%~om@`R<sxJqU;!WM1OOsBji6j&C7>l`AcF&%fD@E}plz5PZGA0-
z`wmrU_nj)QR*3+&a!U3mr}<$>Vd+kPb#N`cO`kY<WiF{`4J}7Yp(xK1Gn;g%v}$d$
zaL0_(C5BmMyv%Th{jH!7qWcTU7;uA*nt)15vU9>^*&Mo&0^qhOQe#wVEU@)LhJfOo
zgy+2D>xmu4$W&Po+(NvaLuDN&LexP+7p@EbiAA>O)KvUAEV#-SC@Hycq`^wl<f2kY
zLxamLhgo+xN133gpaVELfC)1&HL&G>E8EgYj6^_6fj>YqNKRvDf;2qDlLFW(r>4@V
z-OZ`QKFu(yJE@dfEx!swp=(rkP)>&s?tI3Um1$WgO0wPv8=kzF^{1gTA?N1NP}Nq0
zQ;emqpI4+f=ypUU1)%ADNo8m#N>Eym+Cs{gjE}cihiW3O?P{Ln+H@v8hC}VCKe~|}
z=9LlUZ;;4zhBf=DX-ih1w)i=^Z8n>t(eDdBb93qSR%JN#3Q=t{AjwLQ?4}`-a9jvj
zaS1^RAxcRY8R4Lb)iMY$L=!d<F*}3hAjE?GNRUR>BKAoVB#;2Vlt|MF%ciAr)X`F`
z(VC3wWeArpfa7Wr<~Ft)SM3OGFWl7YY6e0ZC|gg3<pm`mL%v|cm2oi^H4ZxH)u&!5
z4aS6zVb<wsB17t0e72Us_f*=-6cU`Ie(0q#@W^iVw&1{^%~dY5MVjxK9bmIDrxKEr
z9brxRniiClc||zX-V|`P>ThZm^rlI!6f)IXB0Z9PP_%#2AUGCE8&N4zUck_zkmC*#
z5HO@GfEY6brbOJq_ertTfon|s4jP~cF{wm@l|B$MftCb;VnmoXlLE|D7WS)BYOYah
zRB2CK6zXGg6zq9k)SAsLwIMGUZ!96@mYFJbg@+weO(#i8&{TLg<>k?APP=15b;%D>
znW?=UFzT%t?L?0~3vn@*A=Ioehg@MK1+C^%^K3fWnnTM<6$*<<uUgd^u_C_R#|8Nd
zZbM-Pu|#w4INR(fg}DLn99v6Z1))V+kP4HftVO39C0gI9HiqR?9ftIk$%laks>w<;
zwJDUXD`Du!SwJ!gaixbFTdKkj4h1DaT0{#($&y4|_+VHaNfwC2N>LJ>MULRwE=Vym
zVKeKgmd;l!>N4x~G_?I%-lPX%%7f(j&(fjJLQ<SGpMFeOYf)uOK@YPX#$RkYfRdP1
zdE0c_M5z@Bl-DHMmDdFL)qN&=kr;7WoMF`@B)G$BQ6(}H=BbsXNK&+=Vc3aysn@P3
zbT|$*Impb4g})#vxsoAi^5ne{4h1S|8&8<F%U*K)oHU`WDZ&;=m2kwFYT2`1{?JqD
zb1HDC523^^Y*yPYy9zTdg4~B%)aREBksxSs2w)_j1p+T6Mg@(D(382FOdWoBLbRI^
z8`uMD1j&#H+D9-%iNa3LvoCqBRzI=S_1%`mHaoQl(ITlPWH?TvGX06<t*J{aoXL+6
zthP#BKuA`ct*IAn!)d(N?R3qq+mk6Wf+0<9GGV(P-a?>1B&Aa+l?d*Ywzl7CQQLT+
ztx9Rst&p69H<i5AZFKo_Ez0Ma?Xg&LGwql~D<X4m)0|2iatoj=OJxm^TXe0o5`=>L
zKw`tLRwUbZOypYi+S~&=8_81t0AbXpxTPV)fV8D;#i*zLt1Xtqh_VnFc?typJ!t|o
zNy~CflA<K02rxj4=t_0IBW*-RQcM{lAOIALo56xjj-bgSE#sxV%{pULnKc?zXU!$r
zoQ4-5MJ!dI6cHLkDeW|^ers)z%Zf_fYFkaA^dMy`CzYDz678q8M!4L1t4o~hS1pR_
zkhWwrw-N)99+ad9oiNDM%ZYftl7%u`$QlP++^<a<T9XA)WJQ~yq*NQwhNZg7idO=>
z7+;pDfB+&?gDkD)^cNIJNlSE#l2x+?vu-e!>U1`q_Vv@HGLuxcDlo^IC)3tOr%)6<
z^|aztTJs4G1t=;w7FKBkAq0_|C<0`g5D1jS@{_cIN-D?%0yKgI?LR}Y7k~~B_cfVM
zpw@h~w^xdaqDXFR#4S|WYeI`Ed6~!>gQaQ<aSB82l_)q?%9Nz=^`e1ro?TOsRhsP2
zC8yPES7J2V$z3^3mm7fV%_(iliifoa5~X?ZkD7(Fa1RMOHQ7G!gEde46u1kHmt@k=
zQu4yv1*YmO#9pj8w1v1_iJ{ig(u>GS0#vzC$@+w2Yqe(Fu#rt_ru)uODyoQM!+pmF
zltz%HHsp1>e6ZWAN>K8M1f$HtloCn^P$x@*Ab6}rvdkD3Ch$e@^d$j6<^W}|%1p*U
zL6AujNx1+K&L$Vy^%{@u=2daj#2U0VQq?Z1kPI4xbf_iz4PA_&za8C+5BsZR<OGwA
zBQ95=!Kt@Zg(?KNlG#)TY4gy9Or$!L<i}gX`@x7-6o^yON}B!J90^DY;z4selM!gQ
z8*UT`&%V;I!;X2>sjWPuEjV>50xX0rAjguEpyx}80ZRrm-(0e<Rtv2_Ze%CpE6Gbw
zB?<oW+DedwR1i*Dl+qNoTX;CrfkY&vWd#u=A^;EwRibvB!<aEV%xY&1T*{_Dbn_ti
zNB|yC2m_Y3j3MqD_7CjVSgk;E9mPX&X@^;Tw8*E{X-+7SPpGn>Q1S~!Or>NgvZ9r+
z@)UF=$Wd*2-7+0&6qxTsl7QRreW7W3n)87RLgBdSQ;nr6SpfmpT2e?Fm7q7nX-#VF
zd2U-3T1V~pOvqF>5bPwmA~WkMN|PDpn+j~H03r6<C~eXby$e=JR9h6N@r6p>shM<H
z4tdPP_QWabWTg;S6|X%hLZeIwMwZv5wYh+jrwAzGT&fAoEJ(~WIioIMInB2k$kdY*
z=2lf3f&qbXBovdR0UOB6ZcyD`wgih_u^MyKr)rd`ZTnhXrr~as6%XHON)p@JQZ%{}
z0?_DC^00PJwN!G`sEdlqp5nZe;$#<7iBa2k8rzc%?bd`Sm4K`i0hBBRf*qQr*Exzj
zT0G+HN}V!Jh^us$<2aIhrliD??}HuWs0lIFm7y+aIT-*Y?z&?Y2vKKMs7j|)Rs$~8
zsUWbyTcDIJ)|=FXrNrX}I$K^&z4ACvNQ|m56#(fV#k4yRk~Je!IAW5Oh$2jb<ZTL`
zQY=zT4tn9?u{rNLl@#2xx{<c-7Ne=DOrf&<9-z_HmSsa;qL`BtpWdan1b2$k<7F!I
z3%O0Z>`xI?xlvlCvp~MG>usit%AbPd_>K96ne?TVDYm4xl|IAJ9CuSiN<(_kv>N_)
zja^J9jUBTxp-6p7R1l>zCQNN5OH_7>wW-k7R^(iiNJt?&locOab*Qmvrmsq<Nwsc<
z<TB)_tp!GpB13vhQX#r@y9PoO0YKK+PR;6C2ycQ=N{WJ#At^=j-9;xdNd#q*NdySi
z(y2tLVIe0h&xnvT06-?n8(z~RTuGT+i{>mM)k+OTQR5{Jrb`UA)Y$CEX~m`HRF@kv
z8;Je@P%MUZEFUpS7*k<$(<RIgL#oo{HBh4BV-qRus0|Gqscy8%UzAW#51!T#QczxP
z2>_Wf%U=*TO(Gm<e8+;#$49QlK$B2HoMNa0nw$2<6v_~`Dh)Ca`h!_app~R*P|~H{
z<6zJ$(9Pjw)n1z>G+-He4Ne-W3rmH?$6Kr@Hk$NAg0|$gL$Z)gk0~ojLY$=(6X8li
z2_;A(%dzUCm2eV#G7JDBOo>WXl#r=Xh0=3-qbQlMC21v46hMI{;9|Kh3ezLYew^zq
z&01S8wKXCWGX2!2+8UP96ozCa2M#9zF1A#V4p6=`hqC5+EI7=)U$)~^<TSq`V%JS&
z8l3k_E|z1qLV-%K($@?)rq!!kfNE<vdK8cdB}C@kQ5H-@Eixhu<rjexEgGZ|mrk}b
zAZP-kKuD57kZ-L20OYEG<mV|t{{YKpVsHNd#=R_b`3@ZIK=<wkufzR50OM{N-b{bv
zo#ijbmUbZj0O(?veq1@oJMZbX{{SE3>Gk8YY~@M?$SF^ugq2AqAjj7nGpbr0P$WTG
zppXfItvX{C0LJ_LNIiG$fH&>&_;IHjs2t~i;p#t!;y3BWzb*RX*ZTgC$Al*-v_+%=
zrIT@eO#EipuD^KNFSkv{p1!#G$7aI7CrWT}lA-hHPBZ?TX`tkG2d;2&*YWNB2OYNn
z1K0q1{7BB{_0xxv6BBYxfIeFP08xPk49N#*-{JT9{Z=vv3F)4LzJ4DboN7M59C~--
zWQ?48`gZ+v`ug$QH?}Z3_Xpv>O|$gRrwqK_`WO-hz?reJ*iSoahbdBTp@IN`2G^1D
z=f1@72`A;g{{XLv<EE3g0!PQc<AK+F{{S8YB|U~n{{V*@cIln*_>K6$jYNVn4gkOz
z1ozH6b?fWG5fd3iLF;JT?L9Rd$-)IHL=ZHOh!S-(rS*X$3+ALZZE|k=t*oosD#P|v
zaM~25xYAo8<fJFxT1pio-9RLi9k$5wm(QMB^CF1%KJEK@z`5>Phc@nuE~dp=*tTj9
zQ7BeD0-;@~J8CK9Hiv~px`azOt%&g#70C4BwYeQgX{S9`^JdVY*EwZt^7`U}YE-(j
zXs^_vdqkM3Tg}R5WEJ`F-j5*)k0=)rrO=frpp}KTRD%Nfo8g<7mBmyia@(CX3ua8<
zw--#gt-2L*5}Z*g(-NxHJ&AO^@O<asR}My2%b`SZp0*x$_Kk#@D}g`72s+zA6En)>
z<8i8{DYCHSf|RsL9^|GTi5DI<1EfFz#ysmn<S#a%az^Be-zzTZ7d6k!3qA`mKeJT_
zD$uRFdW~_^s&df5jATWLKCx1vvSeW?b;^6J0(3Y6I_L2D%zIkVw{F_ig?++Hm3r^?
zk?A)5MHG4s7L?T#(j-(L5cI*3QI{&Ql}nO@E<9FCO{WemR<(a}hsS3v8<S8?$#dKg
zqXjr-+H@NN?ttPD3D(<DEQDN5r3o6GT<c;J2pKArkP3?fbn`m;z9@9cFE*hjy+gI-
zqEyK<FCJT44M(X+N~5Xu(^FixSbnGwr8Z)^ktQ-c(1w~uz9R0Hn<*h6Bm|WM{8CPb
zp5W?5@pM(Txl$FJD3vH6f<&b$2|10l1~m##J7N)AcXcL?{E0AYP^t1>h^TKmU0^uu
zcZy4m>UAqfR#Gyrypx<9ZeLzhSQqa$s}bGhXYIR%`&IN*oO*>sty~72ONd&~`?NY`
zMGXlBuuz#XoNZ1er6nUzn3-dF-Q2gl=oHl0eDR5ASJ6mfnIg(CxlwtUDlz?@LZIC)
z(P|acPIa}NX<cS}Y$*rXXQ@~zh}1q_OXb_MRPC=@xoAw1`sJIZ-=e`N874~A71~_z
ztvMt*;@VGajFQsQ;DQiS5t%9^L4ps4;6b^Bo7nG$CFYFyR+WMXLg6P-U{8dbSOR%z
zs=uDq8a)EC<v!r%%(}&Xkd`1%<;~$ky(!lfEI$#Y$c;8tavESEm8H@eY*kuGj<mYi
zXs^ozG@Hx9_0vF$LAdJt(y`27zipsfl?zGRa%=fQR9UT0g(9IIBf51KeUhsoL!-|O
z10<}jZ`jjpDONKVEe^nW>1&x3*6J1=*yLF+p|I<;YQ1fnrPu+|gb6Vh>~WoNrOz$L
zL2zqXw|TWsjS{bDUV`&!XUrx&vB@^$x|9t`Ey|H<#fvScK>#@&^(bJGgM|RHvXtb=
z5)*u+o?QM?Euh1bP}nCwc$E?liZ!*tN^-!6jML|)8mhx~#e-%@sB-g^SFC$>L^MAA
z?^dT&TBR;CfcX^)g>t;jCRI@gOPbkbibW!j+SZ4gRK|{l1LVcQ%X>E!*<8r9Y1M-3
zbp}}dy9EzLm*)qN;?{>lh?LWxyh_r4cCZLp>%^L|{8rWJwOV}#n^EYNycn;w3aYtv
zep$(q(zFKKc5S@3UsF(=1S!{8rb-EIS#B^uDoc$T%Chb{<;%>zN?+)t)GnB>z^*rI
zQ~70f(<_cTu=r}MZc94mkQ^_xg2<GxA}Eh!_BO^i6H4OJ0#uMhTHu{0P(31K$lnZI
zTWL`566c87b|~0Hq^j|KE+Tfssj>dh${qDadfA6TH|^={jJ+<W$*z4~T$ZX<%tqUY
zDi=IUJrx>k%8QHyF!f=IZ9a49OKmPfTS5SY+}-h`%s7`dV#}mj{Hf$EsdG6Iu4h4$
z%$mi)&Te8+n|-jVW#P@+;w^IMsM4K|!jm4Jh|wv^$^@wLnP@l18+)2p{{SWKNp#L*
z+jMH(I;|OT;x~3&o*j8#ScK}{ZOHX%Wm<&}gEm5&OKycjsVYQC4Lnk|BRrHi)YY~X
z$}bSM-BLZLa@!H^iZwbc%CzVW^1AW5ZS=bSmX;Z+)9%VePBADfNn3F05r_&Yl+u*j
zya}RNFct#AfD|&GzVuCm*+g6eaxkmnEw%t5YHkPZ07(LJ#NRjon39X^4(5Ea@#W#l
z9kokxUnL{+1D4i3W|dN`HO)^H)vMo^^va|(hpB37mh{_d+U4_;W51#LbJccTemkKr
z#%tPA+o*@!%JDzS4rkxjUooy8Wm?r6vhAAVk583!z<G*AIS(w;Xf&o(B&MH3qeUVW
zHUxAu(@Z2d;c@l4;@%sc%I2pg>8;fyR_av_UK#Kdo3LB{4|#t<mh6X1QlQlhXO>jk
zg_#8*Or}*nWN8huy>O}wyp)z_zlJNzz>UQ9!)sbRukho_USVH!*tALX25#<3^G&Pb
zE0}RLHtA9>OUWy^n5eYmroFC+n&f#B79!OqCD|E~6e>BArKJkBmMm_4$hMkE5@sL^
zMCTJ|Bq=Fz*5rbw$__yZCo)VCu7FOtqZGRDH+e$LnC|}ow5u)sFDYvc*Xim`3I+yz
z^<`f1O1;3GoPt75Q<tYS?W>OXwc+yS>w{CL!{x6z=iHI$HAW@Jc*e7v6lB$r4aK*i
z6GG%O=8WoOtpj75!{@hzRNGFobXjoaR^cu6E$edGvAizY{{XWgrZdjHGAiz#P%bS|
zggC%;ZOW}jkjrl3Gj4<wrXh03_-5vtmoF~)qs}{4z@}X=CeWvIMzeYNOrc7!8FCz`
zvrxEp1!5ERs8ZZZaV5u1zV$&Vbxt!bGi<sGjSA3Eg0LjPkqJ;IOv+i-+W-ue5g0`A
zDs?2ODO#Wz0t%Bl5&)UDnwW%UBu|`bOy})tp{L8zT0&vOo|ea&lkAjASSe(vfKRkY
zz*2FncOZ;jkA~Q7qn9>H5ZFj^l!t~uB>O||yd3M2797=_;N*7Sh^6+2_%e6Hmp!G~
zbQqONk1Xo68(Qn+&oicbGuH1l?7EdI+mTbfExP3>$)wfkQ)kAg78#8t$rQGi7Cg4t
zD`>ksJU`njg<#mN{{Xy7Et)Y)i39}$36<pFobIAQ?gmK7II~KHq1O;V{h8C0ABmCy
z1QR_$#cHQod8XWKjLs%i{$mK&SRfN1kW&y~h{U<IX_}JO5Isi686<V|>D->1=ZD6Z
zOIlmlB;XCYk}^7E;0~C_@jM}{`f|f<jDLhH0Cd3w0&$#UY~vfBpAWS%p0Lt#4?&Fe
z=sRz)7(Kgh+l?{dKqqODzN15ZPLU!eBI6k=Q6${h00^C<(%pADa(w(gL0X@<$x1>)
zH1sIoWT{G)Q-RwdC#dVb<0FQq{{Uzz@VM2DlUA7C_yaAtTO)0V8g%WBnBR#f;qI2D
zBIx%<!j>{d`TqQHG4MS{d=A^QSIsP{@VSPPtrgm$LDD-*bYmm$4TcVP1E}JYL@KHI
zfHI>``V0{;4UMLD5HF1vRUAH+=2WE;V(<wDW-sJ9?_$MEhN6-}ci$cMAd&MMb?kTC
zk(S=&f(&QXq>ps%xabagbT|Z#x!ch2{{YLTjVCG6pgl2y4?=V4-=WX0+&0%8Gh0re
zjAbX+IrZ*7KMv!5FNlkB1}<O#E&%6!t?PXBm^zDUMw=dSV*^RBkRnYl_?EM4SHFml
z3zki{Z_l~ww^uRPrP3|RYzL~93e@+ilo1vLI(sN_*|OwF@|$8aZLMy(r71~K0OhIS
z=bF5Rex=HeWpc{ur`>k-W~{okGJO(l9-##_dXx2-vF1~%j7OUh<U^=OD@)BGCs12z
zTS`LLBzcv~s*T6v55V;zi)zqsdY!}0Xm<2#LgtYsH43`TQm1c<lQk8=s?er}qf-$w
zW+By}$t#YO$8@};B>GbOV%+4PB(6?h+s;w>cWiSh>qgS5T(z2Q!{NFO;Xc@=(wApj
zbZ6;)BWQfVex?xB2`Y_Kk5B!jC8}UVirkX7%CYKb)boo{Ty3zJ8B}3P@T1(Z3NS%b
z#0|6<)ndJ-63Yrh$}URMrt+x?0Ff>dQc!<&Fcp~cf(MmqwV?BCGwc>^$xDzOQFOf9
zuEu#GBN~zxw15;qJunI1gq&{=cU5wWb>3*@t???|w&S9G-CDL_T`?&%IPVt_)Z2!m
zKwB{B%)RBU3`wfG(p^#<ZMCULQbqlEKjZ~Z#J@D?mDti%H<tE(hwl1)LXY68<hQF#
z)fpn4N|LTd+EjajH0dN6ZO&J-mQc!@jt-@^^!oAV%HBcp3&RcRZC!T9DXAQrs8u6Z
zA=uYFVx4CH0JJ`4w*pjJMLECP70Wh{RGSJaUw)cv*F$irP{i2{L5j7!<MAVeyrdU%
zr6?P!L5Lpc%6vN;i8dVYu5p@1-3)}dw-o>cgb^|X9Lf++y}hGBIPh<GTzr?e<VCDm
z*9Ef8ew{isTAx%+)fTH!g;b|XZd6GwBBL@}ueijf(Bcr{9Z4x6K%-a_E0w-6{BU@#
z=C#XFp-H;@L|&C=rd6(ZT(jjhBIgK=QF+%SzfhoBc2!D`PKx<c$Zbzj*obhZ(wu|D
zv$wgY%$w@7X>#+Ib%t7<NiDa_s$GF({hSvKdX(G+y62MR<vz%}FURQgCKi`s6C&iA
z)K-gWePy=NEL)bo2D~rw&eE;dIf=`tmlf|(k5sxjkIf5?C9`kGa$~Mbs#Yr%N?of8
z#kH7Be`u6klI=ANu&}8iol7Z8TcLGjLpnea;$C8y7mEWkp%I|ICUc3?v=B&esYFT;
zq=hD9S%mKZ$-aYJR98BDWpbmIT(zI!@0~sexglutmIUS2W!`t^Cf()FJSoOv3gSeb
zx=qVr!jnjS#4NNYS;a|ZM4@iHpFfJE<^KRW?Q43sT)UgMxoZyPks!ZEkq*APdg$vz
zZ!*fGJ5pUuPAsA2A>=UX8gZ2=mE{T~U3W1r&Pv<OU0k&A-!9Iy?2FR77}VQ^%%2DR
z#GQZDBevXVwP<#qIHhw6qh?jhs}QMA+sLQa6$#{`Th3uH(CzXk!kt3Xs{a6N`Lk~~
zQKYUNMhrex^ET7u-DA#?G06VKaH{I$^|NC?3CL(fhhbCFwWRsTOoot_N?b(JJPOc<
z69lA_e3C7iBIXI$kR$*_u=Q~k13^xu#MqG9f=c4n2@)?NWPlBo2H2(Aeeuu7pi;S*
zu3B3Wnt;M8a4$$LzN##WY)w!5bh>-;orL5+EhWXRl*Edrl(iutwFH!(HhfW6xyE9P
zuJPq%C&*hxwk>)U5*du7HXGELb6%*-3j`N6B0@AeLXw1(pr-OU>Eb8D$135-gKss-
z>Xp|Wa_KWINOy-U=|8Ycbd-l*rC&AaW}^FY6qeIWOgD8Yr;#zp`AS@@`cE&f`~Lu%
zka_tERc_v!J|T@7?x@jxH`Q&rogKL9fSP1GPTjMrR@CZ$vJnt7CWk62(AZPzTgVFG
ztEP0Qc+yq`9Fqq?NwflaZ@*P)xtx+x<7g+tpCHYqiIp2p@K5f{;<;ei)XJ4XH5(42
zROTi8<KEd8lWtU%I<~h;^7TPTh?k|hhDwsB+;MA8m1$Tyuw?bYd(m(ELY2$Td)F#F
ziRLvm)*e%Q%BNp(EZY1QL2WbPF4v$}CDSKA<hL4Avgocd3KFKKxR%nwClsDz*j%-%
zK8n5RVaB}I45dv~o8`r&P<cM{i3~!4PPHg><VadHq@oQzIl^+iAm%h&yz1s}G%gP&
z(}=fMPIxfni(cU5Rntsur&a=An!1f5>CjM=>TE-j$SE#`q2f?d&%?Tz8IYwIxFtmL
z+pX<xMnp=AmQ@6yc>wp8LQ)38<|CR?3`sj&j^tM&pi}15xmQT0)}+~%>2`f~+vW{V
znvrNsIT=WkHHTfWEQ)moF=eSsiz2G?)omeRS_@7zs<`F_!B4DQ4Ag0g3JX)HePLn6
zEv2}Ekg@?ILUNLQ000077e3py>lvihZ;o^^OKMVBOt|wXe6pibJ*7y`v&nv!X3-_j
zbpuzHq&mWukbT0QBlK=zS$2K*aMn3d1}$#mt;UeeX6mHYELq5|u{}-8sJSAMc2z2{
zl!oLd%nwwkYVzbZnGG~j5~Tv2#Ei>QZXqC>+9bdeCPc{F&ksdYS>-8OglYf?yaRPc
z#^YP*7sXjcRBbhO-}~-1l|)*I16ow9q$rFKQlLN`(~;AALHjUyr*hJH#YyG!^=S&V
zDzvFn(@1e;*sWI~%%{gh$l#|`cU`2q?01_&!*7NfQj%8MNPc-~%1;w~?s+u|2kp8I
z9rYll;<{|!P78fe`l0Bxm|VY)8miKAQboAMWyGu~KHE4+RiN@`!sSnw;vGi(=A~}`
z0IJ8sjnbgowymdZM06cV_i1!=*5*FZ(hP>`w78Ff@6uZYwq;_K)hP-AFbWAK(-Ckj
zXp2DCYvMYdBTe17g%VVxkP-%BGbbk~i;`rENjAi{r9bR7C^Es*?9$^t51?t(xPAxj
zoxMJMDmkLSk9W^?q>m<h5a%{<2Cq6g5aAidNp-grNCzIIbxD+ha-o6&$LEZ1_#Myj
z;lSn!6E=@z)`0iq(bWO<cP~OH)vIs3RO^L3ND26HqU5FKq6TD?k^qzLr~~K-o}A|x
zEkdcE2IaLO&?isaCLsR+5RR9_PI3lu+itke^W&dinHa`9_B;Fz=R0k{pq!)vanyQr
z>Fd`Xxcs=~<>P+8_;K4f8OS59-TEIvv(hs2GZPzgwz~TB7Q6)J)B4OE?P$_O^EzXJ
zP6@yy4*vkhjw?Mq+>P>au<h479t9~1IXwqof%M;RrsvnU9Eicj-Es0iGlBE;@4|r!
zk>`}i2SKiz@1#UV8ZCJQ#i9+&4~_Y0@(Y4Kd+)Iu@9Gc38QY=h!DUgF-erWk3X+LQ
zcTRrtlGDIv;qPRRyPm$h9H|F8U~SX!{{T;z$8HL0PX;5076uaFBP0amA!pty#s<Xg
zlky`xXK`U1I;$?7$&{T^N|Hvr{YR0Kbod;9d(i&?_i?8@r&-=VQML{lk{V&Q&z7Qc
za7RpI18vR$$O9kM$hBw%@A^)8%V&7(9nt|CEkRvYt@Nj;A9ovNy0j^8Ro0q>g)K3g
zUbY)h!Fgpw1uH!nNCO0ckWSd)>yIJCHWCsGNf<|9tmGFI25=9$5z}GUCmeao5)IDL
zmcWw`G#Y{atuNOew}JED2w<lGH>E+ec1Y~3k@v7j89Qe=&ipm?XUf);_Hk(mO1|mI
z&<eVe0mc9wcL0N)59_sQK5H?fw%@bpamkViD$quhw$o@E6)8lLNx%aD6(|l9&|(K3
zT&KZX?h+yEB<N50ol-NUIL}d>07k6ihN*es2$Yfpt3hHW;`<9g5_Q9q0Lc<RJavrI
zu!HQG1;^c5brb*+!$54?VJGh$$yVgx=U@j47?j{fqopAsC1n2qfjG!O{{XsDiCWZq
z9PF;V;l)aix)gL3FJ3UEWc$k`_1xhp?Y26D!<Wk*Ufi7A<_)LH`#Ldtw|7;Tr#A6I
zmedG@`IQQs(l$&wWHzKumc2vwY%M7&B`Gh2HjK)T3ME7)Oh6_ilP17GB%O)A5Ry&2
zx+HTvfZvw5vtP2u!(uNh&SyTZm<w{)<@CkVEO_$LRUWB&sju%fX3)H))-9-#2auo(
zVyP{M8d!Roym}BT01RbE7$c`{{)g-J>BD8pj$2!to#ox9%WFzFk3_X8EK}K8LQ?eU
zST59RvkFEWom8IWiSpe402A-87)Ss(I>0@Cd!6y?*Xj9ZjmicUPSINb0LOfX9gsXA
z2yL$>&|t&@;c-LW$2VP4Djx6>T5eL_uz!hhG2=HD2QE~Z%Yh1UT?Plt@44H3$ph$d
z$HL<JY){ju@6cxi9N>J99DKx`vy2V1p1lFiHpc$|50>0!p`D00&Q3Qu_1yk^T`DJE
zzqrLL2n#(_0l+(qW9i@W_2YD{C)456Ve|Cc;lA7U4mKMdiNH9|uH)mKw;q_t9A^Ij
z_;z#OBz-p@ExueP3<~Rm(;4Z5*BB#Xx8eA4^!!QwzlQ$+JbHR(faqGk;Tz|Dzt^|K
zbv$(o$o~L@_sIGG01uAcPfjHZ7M*@yTo~MA`TF(mp1z|ejKKB4`h4^98Sl5lkA#7q
zq<0u69sXXMXK%}l^xvt->Cj+l>(}M++lT9e7)a}}$6kj68)N1`;||!*ToJ3O2l$@&
z@A#fRE2tRU><9q*{YOww*XPI4k&NR9vBucn;19=bw)Eh^j2mr^-Hv*8->2~Fjy{dH
z&&&Du$r=1QXOD-W$;cp`hBoWhzhAH8#tq0h_-sxy>OFlwo<{}@XaOg=SEl=X&OzTh
zV~(jpi6rg5z~>(^{61ekI;ANafw==all)2Jehf1pHzbq4ENFz3=O-ke!{ygw>HdR%
z$L09{0A4dcufzI|GxgW?`tQSF%#GlXM=M11)LW=9P97`(<&BV$sGk16%h&b3*yFb!
z5&#1qKgW-}D6j*N7)?KyK4<UaY-bt9ahxs>PqY1C`t6M4IQUctQ;z&|D<`JI`1*Xl
zoF9Kpa0%b<=f1e>#&O45x8Lcu+<glpuKxg+^5M2NAau};zgu&`9Pjt}?lISl<B?hH
zG5P-hFW09Tto%P;UJyYOmN$sjBTIF+JQ4EKmd8$-4p{5Pam&m;gZ1^}HLK8mzQ4zY
z$Rf$VkUYO%r#umB2=l&?9|#!h#;Q<H#QJ<V<W!^7?VnHA>+$2~4T(2_%xP<EZ!vzi
z*8maxtUe!Hbn`wRpZRf~XT$UV04_Oaaq<2;pXJ5?^*{>05(iWI`f#KGCPB8HWKZ7v
zTLcfXc8}0wub6#4TlD<6=B0Nhe0(#<B`^LJWFJBKgV+4VJB~TzlafgzuEc(}#@qZj
z0tpfbzn|%a$JH+<813`}KNI{o)C_k&9+*8oAFcP#A22=Lf%xn_bGAAR=jKO#F-HR=
zXLGm9ILGCj_uCur`AR_2Yz#!;#$<KIK-)Pd)1W(b?laTt#uX%OkO=&ScRru3`;Is%
zYFFJmXK(-=cj|wb^(T!sCt<#Op2M$FH~4yS8i^-(oiA@oojH17$712h(xHs!*KGDb
zh6fr2sFeYZ_`ukXn~Z=-_2WXIF`k>?^ymr3dXNq`+ow&l$1=2zg#I7E{{W{4hAkxT
z%i*ua4@?;E<|v)F$mljB9;c={^y6)6SA29myXSqrTW7xkOUF3_^Xu`(2>dwsTn8r~
zqxkK?2a)(37@<G3dyr`5zcONTg5QD}v^kYAXs;qWWJjf5?Y3N!RuG*mw{b>o%8N%n
z{X#uVkP6!dxT?w4%Ww5@7;R(#a)O+pS?|ys;G7-E#yItD&dya^{O;wA*UM{#C=qT7
za?uKDY%SVNW<T%f^?3OiOVs)8vi8JzjR#m!(DKr+Ew?qLT(c|J1&wvZR11pOsZF5P
zBB&4(Dk{rqlG4h5c@|q*CBu0mOVM3v)MYCibMG*!T7@>B3vT9mp2ib#-!l<xswr9o
zkXu<wN9>gy4IM{*$dfNM4X>J#L^iW~$nYq~ypW|CToiN(jLD568;Swc6$G5*;O-6x
z-wNDp2FGwXP`5TL$Vi0teW)Q!6^v<7XzY~_yifRoz9l>$)}=z4GM_IFc~1=Y1dN@t
z?*XyjrgQ7gLsC&vXf##jK3iLBNIIKzd%8lipL<BgNc=|<DN0C6fE!x!2opN*u;<fB
z0#v0G=9m+ygP{41ez*}e=NVekFbY&kk_iVX$U1T|H7DK*85)vvvB4sVGC#ExG3KW!
z3tF6Tt<qPyDm#0@L}~aOj{GQUtT`m9=YpG%*h*d~KH*XdhnSL`LrK|0XB(&<+$56X
zAwKDGvWFEN*3jYrBi<(oQo5831vYww>@p70H1XVl2KvlE=Xm`29T7~DlfHrhk_m&X
zM&{xzzAUT3Y~wAiVU>~|Xj*KzbCRHwa+cIaeb7dsk&tnXfF#e@?g9bNLF@T-_+xYR
z-yBwtfQpB<wapbcu%{Van!|?}I*_}x1uG}~Nhl)&)bu&x$RfC$V{NhAZ@xDlE}tIf
z8+RNjX<Z9S5p=0SEpG8Z+ezowsmBS%5T@&23K9o*379|Nv`)HMgE|sqYlUQYay@(e
ze~vzX9Pnb&@qm3t&%SybZ@$^@_$TA6WP)&hcpnb`06&ig&8RE<MB}!0>7U2p{5p+<
z0hKU0Njgb8k6wP9`S%qEoDGHbNce(u>To4$N{GkDZ%&@Qv)9w7rva3#6$7^54e&ev
z03U}@-;b+MNeA`mxC8UgY;XnF2q%4p`T3tu=hW@ffk`4k8f(jMj2t}*1P-ytodD8i
zV*da;40cn5{R!W0pN8KLuK}K35_6IWCnKj%&;2;UzjS1PcI}ViejAK;;1q{22nYIi
z$@KURql$_WBkx^)6N{*_ldQ-Szb;@;t~iH2_Eok{0mgBGvD}>C=jYqE8X@k);|Bm7
z<A1N=oxU6baqS@F>D=J=#s>R#{BiU=2TR26qrQ9X^2f`k=iiF!BQSt2MuI<w=V*z8
zsXJp$p$Hn@_v@r|h{Aymf`PVh4zJHS+v~CUajM=<*v39*x6iLr)9b-=Z{TA9fG|Mo
z)ARZK0RwJ1E!>{xbGCLL&%dePJvZXJg20Wee9z?~N1sbdfC8tV)RE^OA<qVlz5(lw
zn8?pg+x7Z>JQ%d@+n)P_f%P7p`k$X}6CuEpvES?X?dkb&J((vXa0lh{&ix6<-?lsP
zS|vte-xF?I$20td)6U;bzP99Wr)}_)>VA0qw(Zv#`W)~jFXJBe<dKp7XV89s9tj(F
zP{}y@e?GhQ>G*WxvRnXQ5x1_`{vH1ST{wT2PrtvO3-lxDr}I8>gM`RAI97TOp6BR0
z_1ykkGCbbp{{Z%eDy~{HAlE7EkuipXbyZ+AlB@*j_vS@TRKdolS_+T4yp*Ne3J2lS
zude?9(~f~^2RYBrarkk^_S3Qa7q^|8;+>c61wVhoxSJ)lEg4f$M^b~Hn!1hEB|)mn
zH^Lub$Wn7BBdBqexZ3r2Hy5nnd`6pzP`Q=n6bVTrw)-l8?K{8`nWs@GSeX`D3RaY;
zSE3XYGC@0I(|x}W;ypO$C5B}%?01_=*?9#ELbnAZVD-TKczgM?VH#AIZkjs)Q)RoF
zq-K+Z!ItX3>qtU=>{&}cyaNelLDjMy0StStC8TRwh}d8Z<wTGGNC1@*ebj-RlYzP8
z@t4|fVEDJQ9@BA7%l3>mQ%V(4NyHZ3N<J;Z9nbh~B*}1;mR&*?iiV2U_*#~#X<SiL
z3OM@Hv%FfHv|K)$iE#CJT!8B!=6af?AwBIgfj0|nL}gcmINFft8CIMlVqDbzUQy>$
zYG9%rEtlm`(t?C4q?g|%ibQodpxP!bWQ0d#IHWWX;#^wL(@rTcI`+F|*XuR8vfNbq
zq|~Vid9*qsM{;6NnQDxOJ^uh^j|mB-)0=&e_<*R+$S9W#YkawZcc$m9&TGmEw`~dX
z=<O9PDR!-MC8aY~EF}d_E<Gu?RY{UHG2}RFEJ-C(DGoTvytJ1T5)ulDQi?ztluk)F
z@4kEd`29Tp0O9lfn`pZM*!r()d{vdFv_8<On?0Fks+_j>1nfhLMMDWdbO%!JAAPh}
zg{UN}g(HQaq?I}q{O^D9X8zaf?Z>n#U+nwX%EqcYE9~CAb$z(3rF@on-?SFlT{xr6
zjLkbq*(Pcprc@OvJ*HiLWVY`Jrg2ScbXhLrL`RNKQrS*(>Q{h%XK$YdvF(SJa`%@V
zJ7)wqvOY;6Jv~>qrwfiY10-$zI(H+X_<VT%A8v}9RRXOhPbj%IF*{DU{AqKI)u=);
zx7O-V(?Uoa4N`Q$bQ*McEG3rG6@pf!sUuR9b}BgOwh{(Tzzz5gss%B{DM6yjmZGHw
ziAqY3RcRok6X*aNbl~(UI0Ipk(`<Fe_2XcaXD1--j2?h~J-#2ui-~2BGUP}D-LN27
z0jN7~I!-fx7gCk2!26+VGPNZ{6<&NmSb@qQUI4;QWw`~Iue{KBt+v#looOJExhLGt
z!zXMLjuFa?wJ0HkDaQ(ul%QmlY9p`&{vXSSaE$5)3Q5}s(-`TE^XPgG0<{V&4i_4V
z({3KCNE(4T&Yb51eeeg%9c#Tr)3!=bf&1A~0gjLWC-j@zbZL0Qtf67v@%0iEg(-IT
zK+35(qD06NZVuQ5NToFeyacQ|;t;3QqnxQf;XuGh2_)lUaB@nvJWRh1z8ewE>g6<6
z>rklFnNFuEdGxfm87KYYj)j7NpcFz8g^*IMX(YBHSzev<*Kh#Fet(aC+hcAH={IG^
zLQ)k+tyHPO1w=O%W6iad9H^EOuPY>yNmFE!N%hTY`dY<MIL8aBZib~m1k^2};7Vge
zfS^*MOy?Pt43Pw!bso-m{{UlnCv2!V-?UE4)%Mr3)XpW^o&`(9M-Tj3(&I%T^{KV@
z?1Uw0G|F+d+>n<FkV<iX7Y~BZ2{t99sdqKgM0R9o+Ll=m3ywGtN%un5@`iJj>`qFC
zds8nxk;*7F*Wq&23zE|>DYeUOYW7gt6rq5e`D$@WAYlp0Ku~dM(u6IptaA$TuEsGc
z_Z?1beu`z;E6}u%Qlu>@DGnfo5Kz5I=t^=22%@4-^(6K9>~Zkvu;ZTKTmy;l_l;K*
z<Fys*(KPKBTcq&;Ds#P3mhQkOz>r1rjC=n8w}0&o?C07?2V=9I&V7b<N7?reKx@C_
zPf^iTc9C7)NNSbpR$8Z|OeCbfO+)KSloDDntYPc0_}~zKhfn3l7e=I=x@7!-&we@*
zH_01(dJp6B<C4}2Q~*5>9YT~2g#0|U>FKD)$tjskOo-BYU;6xT69DXb9=v^bPBDR`
z4JsXqPf@n{8Ts|kLB}HIGn{oJbAj;SJC2-ZCvN+9^c#LZ<-|p40NiLM;AlaEzVjR0
zV&WT7AnZODjc0N3`rr(>$bLMS%TK(tD@i>D*-78f;Qs)p4E)wKsl@34X;BL5a8sxp
z`eSd=;pAHLg%WZG5AfUgZ`&L;*93CR)hrKn^y~Bhoa_1E?}6*Lpv$WOpePRtd^2gi
z#^XckWXxP+tnBm3L(Vc(VPGvhv!^In1FB&E0MqbDw(G1o+w7>J=2n+mP$UqfkVfNt
z9^<&%rv=jsk{ogMB}Gmx#}skZN+m?(U=j&EI*!@k&D4aG*E#5Y0RBBcT|PGBL5VTm
zDM`nk!-sWws00@B27UCML(ypmzZub+!!RyH=^#vAz?gt}#N)YbVF$cQ0+r!OFmq%p
z5&?-JB<7Fx5qu?<H_xd2{{SDCrvRN-yg=*U;jrLqz~|KZWMG{BiRsfH4hr5UeERqF
z89$$1C@jG<)95kKunMB%NVnf1>U6+olu6EdXTQ@wms9Judlx$4QO5Ym82a@)@9FU0
z*N(3&q~L9x^Xb3v?c0L4oWLX#zf7M00O$UB;svar3tWpHqoJQuCtdNgPR?lOwY;o;
zWD8trjou&(6P>VAorpbi@FPD^IFQ~NyhzRDjlhZ}z~rf1wXV!bp4bjPyJB;y2sMaI
zx2<kPRspL+Z3V|!NS6@{l*x}WGCb)7Z<Tk?r{Rz1)3*Q|eX^CIT2zvp6p^TX4l$A2
zusw<5y4*s+Leer31WDL}WPvhmc$C0Un1kQ;BeeW`u)KeV_K&mGN~Yp8E@lGdiiTD|
zev+-Aq=)Hh5iPvYBQi{(ZMc*;k3?Lp@k3qkd(8U3Fm9TNyL=pT(y>CUUbW~fB4taE
z7t_>AHLnYpeq<KZ<!6*vRWg%AV(WB?60ItWE!-@vbeVMq+p>SOGnst0w!8xPkmfb#
zWLX^T<;+e`R%<eBtF2AcY<u>TJ}U`@3T(KlSv1Osl*8;);5cMP{mnuPsePtg9$|bd
zc$cTzVO*f*a^qAvb8sR0RX$y1D3ea2ijY$hX!U001;<^pQx3S&%!HWq$DUW71u^Gc
zga_>m=8rf0CViiNCp<UPY1RH>_*CY#pxh2mSL4bP>pmN+&s>zcrAwCg3-VqvsvM)Q
zKxUvUY2|Lowd!hW)p$D!Z7EIp&uaKP%~4f5LV~q9PPW+zkpW2!i~j1FN`X)s1cILl
zMsL{9V?Nk8Uv0PxTvCDcw9|_z;*<+l;%oaW$EpII2zj!Sx}FKdYKq;VtM1l@oKldm
zmIYHhFUC(ZZEIHCzOF0Q%%H}zZ2OY8T$js!U%7cXe$}k%OR|($W}|XHLbu+k#-&7f
zH$|yRr!zKIxT}=86JX7K);dh0>#9*C_6K4}^*)64+t-h=>Qg2_fXulsNcKkN!HSnv
zsK<uN5h0cvQ5wP$`|lK_sX-~jNz#ObfO-^9QJ+$A`uu-~6-R}(nn!`Q+e#1=<BlsT
zMo_06c}sQIR{>5qwJB>+xylj;&@@J@unlvJzg^xsnun>`3^L-7>e7|9Opp-56r8H=
zQ7yKzpxloU>E;p+{+alHPo~{|JOq<Hqzx_M#g60dkC`8M=W-MB$m5jcEi8fw04N23
zb}3NXKDapl0L-{2;WH>mo%NYIbKBDwQkl8<L;==1#yYz5j~uw7anN)~>Cki?2gLW|
zml?)z+&>w{ahzuc3`rjge5}8@qs<8HSazLm?sCtiJ9^x)=nx#K%%xhi`h_~5KDPWe
zGbM0gOR7Rlw_`Nw;<Wja@=+C+-fP&`g;)+ix9LPBNKdmzAa9g_(smmR00%-7u;>m?
z9&Y}|j&)s}iScbF?zQ03>Wx%6b6&S@Ds54fDHEtOD>n4^n2Ra3rRsdYZKlFoGTTeR
zIuwVazRKKfUd$j=IaSRYX})K2{*s$=s^w)A%c_Q!8jIvq--c$mx1+I$igjT~d8&j&
zwu$Yn)yQo!+j$LlR1ba=gz(n;mrFH?dFLOLs5ero`kF9+feH*MrYXQuiBNq`$S6`H
zkKzm(t|M5!^|19XblYs@Ah}M8R%(iZlwiCZcB3*=Zs{!%<4W^49w^v{RPfi#C^O{<
zkzQifQ__@oW68ZOx6t79a5&ODz5f8-Xg-IEt>t$vpwugJs`Xlgr|mm#D^0<9)ws+m
zjJOe-nJ%LwxuiJUc;%K!&W9Zf$vQ@C!^OQ?jY9Cr%&LubwMeEwV$^;3?Tt&2>Mx69
z*qBOlxOR85Hl*a0B}xDs>Ef<v^_urFEK0LgdGYLPBA-r5WP3W0+^3>E1IvsMg&|0C
zL}eD0k}!0F2v;0uX<+dhbg43jDcVSjum1or;VA+Ek9RRtf|3QUano=CmW|>G%$Js^
zCdBtFfVmoxcmhnpxd35hI;UEz%t9y?NRe$7z2y5kP|$JaR`0b>Lzx?@Q-eYk_q2@Q
zjreRiiFu;zyBV{pNl>@wZl!fal<6_qZI<J-m5`JMq&)MXEu`aGa#Nh18G1FtGJ#Vp
zOQ^{fjSXp+4ygH1dUE3>`7vqeU=Q9p;!wkGm32b*2T;oD(lPJlEY=t7?o_JsE4NJS
z0`pPh4?ZjqHc(QXT5{L8aMqKJCmib5QQid%s~{mOXq=`(ii!kWEM!h$1xhfa_)Kl3
zKH&;0MCMXf09H^^08z9-3Q$QF0#bZnnK^FU)JjeK?Yqj$b~E#7_L~c+&3(eP368dw
zl;ax8klUpNMP)eDrqrd8fH;d+J&h@M^+K@Bl-xBbw@o^h?Je0pdDP>eNp!H4>0zb5
zrKxT$E*9gZAd|S^)}@*+E^T=gnk_-}T-R&!B1V@x2!1RECFyQK1xj&6$ju~`Zd6vT
zgs1|pUs9EA3db}j$`z`MuE=S)>RMLUwQJC)P>d`4!AqqLlnp_)m9YTj067$cl||Jd
z2@?Vk$ZNcl2RK?3;J1hi*o-2w=RvqjX;PL<5HmO&DBO{j5JXxg@fZ<RkmWC%RC{e!
z!*5V1w%t;wA;XAL)P(seeZpEgQrS$F(i&QosYpu6R>~YXGz6mW<+b0<+o{wyOoF$q
z>KIf10KQC^tMX#UYXs_6m9P{N6^|qUNE<ZvjptdpZi}wvuEi8|R;}0Q)b|$+^qPDm
zHot3IPP*8`<T(2(N|aNOg3;5AsVcP^ZR10wTK3Gu#jtG%bt?SWfnXYqRy2oF(0l@&
zQXG@ysUbwGN)_lhM<6(e1b)>C$g}<+OHBZfNVj=W;#AC`24um)kMN3AphiMv0_Y{x
zsHlM#ODTbHLdcEA4k`A0%a+-PB3(iF^{Tp|MT+c$<j0Ln&=iK94g{Pl%?_2TQbI;h
z2FfS2`ZYFFusLe{?Nlpz6xpd;FXg#4G#80_Qi2;qfa9`?5(<{JCk1L4!Dw5kR_~jd
z)uy*vQ&1u#xlu%NT4E~F5ea~@l6=Pt3kmCypr{0;B`S7YwjHTHi*A72kJ~Rx2&l|U
z{(EdgLryQ+68@v5#gKrcs1*VbmHG%$O@gB`Qj%6VlbLApQU*;72u-XC0&<m-VQVP~
zKfC}5Nw(=xE3vw+MTrbdo<dXa7`OfBJ(eQNwJAQyLz@|Gw@;W=G1lQSTnhc<f|V&w
zYbnM8Qbq|@+@pS}YEYsI{U$^T9BHykG}l;DsIJKp9#mNoU0N2EHiay*l_|o75`vcr
zYey1xqsq&|&gB)~M68EnTl3WYP7A0(KHl6nkmBU|*~(fAQ>b;VM@ouRpS{9*_vWQ0
z`Q^=-WLj3tc5b?KhEmh42G+KkX>6(HwWMizrKA;y3h>*cCC3}xJX%qdp)LXxr8=~&
zCoo7t5E^eZnL?65L7xni=2A$+c~Ubi3jM}{lCX0tGKq0vC-;zNFaUx?<pc?1YIe2z
zXGf{sG&)eGP_G)TBBfANP*nXlOUW{oqsuy(UY3K2D9C*-B&SNiOsVIzi<;}@e<G}_
zYLp}M4!<fSX_Ju|IAWGk{{Wa|Bp?>qc?xAEUguRW-yrbW+g09RUUjHc`m{!1(x5p_
za&ssdjPp^YDNj1KmI83Hg3F}|I#v?m6mky}X5POoYM(b@+mtx$*QEZ+F=7bdKB$jV
z>F9BCBDg}5!D%T{04hN)B!yrC1$UMcE-3{oEvco+BsiyvQdFP~)Fdd0GNG9;bpj7|
zlm$wA#4RQur45M*O{55rnGpsEi{dMDHp{Nr4nT!Rp{55i;ZUBA{Kmh$F!KKZXN0X0
zl&q8IJUqr!*z;T~Sa^~5Va)DbTroeff7?1GO^T)A2B?Oep4-tgP)nXsAUH9or7KZF
zQcBuV77mfcjNeyPQf2Y|tDe)91;%AG#;J%(wZ-yfw&LVC#?BQKA#AMs`byLZ(2>Ev
zh%31BFPS`|phTup*@t6LnyyY#lGARuY82(Rh3UX6at@%SoDj5~&Oim|cp#~@AwVI&
z1Cj{}9nwM;PF(p^LM}?-P;(6t#?g^3C1Og_9BvGNN{LcqOvxG5HW4<0Fv#+X%H`b-
z6Ljjt=i^+)E*gyNr77BS9E{>0X(%M6aU3kDEGa*`UsLx%h|nq)<tq5ASQhjJTytRD
z=2bGGBL!6FR{GSD9F*>-6tWgltc8)W1dc2Qr&Z*Y-C23bYBY+aB9|&HMoc`gwN42{
zXJ1A%pE)ioTG{C6S5AO5z8-ALQjLB;R}mmp{idxXqNej`P;n_+&qsNnpbBI#wTB9F
zfTWcY6cLc%<7F!W%*887%aA2#IY>}c#HYldqLoJEX)OS$NrZs___Jq9fKqai69z&^
z&AEU@@ffbUzc*k;VohO!%|3N?#d+&ww<0r2FSn@<sX?&HoK6?!5ru@QBLt*M+BGe!
zjjLz&oj!e0cNG>35GTlKMVOTsGD=jXq^#o$QcBoaLXuFDG8cmNbFSNAOQbtakwvS;
zRH(HHa8%MfmSZAIihUAvoectnDaIUDP^U>rPT1jHY*UTH=RHF)XzkjyIC5Bul_5!;
zN0RaZC}$~2cm#&sbqGNo>${VV9JL@RB_M)R;e{lm%7FrJ2f`9XgsLW0Wl9u5l>&1O
zj%^^5VPKUX71bh0o8lMU(&Ep!YR%Ru5S^=9vZ-@qI);OhpNR=xMC7zHhMXuVQrlSy
z)P$%Ir00T&6A^OWm&u|qwMD2?Y4T8oDNZ&-2I2zSUT8k>3D9@dg=i#<4i;;t(4#%f
z+O&xt()^p5avi71UX?vf_K8f?nodfBKqU(a*ewHCKpKEo$*Ng)yveg8#db9oy%Hmh
zJ{V58wPOVcFv8R{r7xDyw1ol|M&9r^6_k=Ql0mQ%MpP&n5(E_LLA+edVS_P&l{dM#
zNs<5@!S_tXreY)$zc5h-4WnY;s(qN0+kSj>3R>2J>27jZW!DshkV+O3jY-m@sj`xF
z3<Lx#M#-t(cKvy#nu`6zCLxN12NZ>uT9CB5w!$1n>yGdWX=Jvc?vblVEp$q~YnU(B
zEqbJu<Wgy}oI!%>3L7yZJQS6(wCG8F1t<z{DpK1j)1`PN+`Tz-Sfp6Cb<1Wts*<hB
zgLNfDU}i&f`730|X?j#vrjVUWOUNO_rLn0;LbzZnAf+S|bmbN+C^7-qlO$YRZHWLz
zuwW<>tpaB#CrJPsh%hue5?Mr}O{F~nRfrK1+{rD(VrrG;Dx(4=K$Zg8MwB-;IvQB>
z3fHKW6VV_LUleP4vvt-Ub@>qF#Ft7$c_>nmF{K46G8$6bQc~kZu#_P>&cR7vTnB>T
zx8z*ZT5Uo34Z>;-LJQ0`f>I<Re04}9B&ZK*VQX4l(v*iaCDbJ=3QCi=pD62fE?L%V
z^rsajs}`+JnkA(`NliTx8}l@%47=>_vPzV%`!xcr``VTX1_%-W0Ga0iiP1s~8Q#X&
zjtEd5DNgqrrt%|6iSv^eE=^*SM}<qG%$F?2exFSeAXO3Ww=pHOdF)Pz+Lox!q?b}$
zKs%&^kfk7~sPr10&1Tl1!Ew+WqsX66s={c<atL`XGU<JgaO@>53-cODDoc6P1E(Aj
z^6Kr0CYJSubH;@#YZBu<N~x)~mdn^_wM(T)a|<z*B0AhCbS+ISPM!1R;$ZSVt!`9r
z5lymb>Xw>R1w^k=A3Ebd9rY|oakk1yZI)8eTFYg?gsm$|LROMuD*&cMl$@jys3chi
zNHQ)0fYv5OtTc?x{{X2<If1w~BQStL1`<L}*`oJhEsj{#4Y@*^!_n%ssy)6}7_y>?
za$-p?E?N+k;ZHUc%jB{`R^F`vBLMI|g-*4eqQ5fWaplabhQy{96>D7*uL?t<iH-SS
zIuhc;VfCRpl9xhU4mO1p$*SafQx7%$i-`3;>9#9Q#dZc#Ta`te#KwG_6{V-Zeb!SE
zO{ghIQ6MYJPz@#O&94m<Rz09Wyquo$($koVWIl$AtBE0{f)uSmfTFD<4k(b6DB`k~
zl1hOI6O<AxW&udd2?plkMpL%>H0*+qpcJJLNlAk{l}Lc014DTmh!{j#T=-_)k#pKF
zG^9IKi1Ju%Df45uHXK4xE*5nq9&=I9>VjN8U<)mrET93Y&b04Kev@39`!u?pawN()
zn3P8?Yl5{)iiypId5T&Zk{eM$)D%h*+K`d~?Y~N)-L)s_)oXF;J;@1mWw6>JrH1EI
z-(;zmq0T`K%kmJVFJ7d3%6WvLPPPDxeAS@WEgOQJN2aMV?dNB`6gu{(5-GFP>ZGOD
zj)a1?+keT_oF(Rz%PS!%1B7Z)w1lXFq>+@TE$p*shy+-L0}3YM_+!o4YbZ%bC?!cV
z1X=+RWfP$W=>kBUE;((=`qd>DEZbH270B*MTIVpAJnD@mp`mC~(aXtGq6*w;sY&w7
zhsz6WxU?u>Pblt-zK?K8vM&~xb*X;YJ&7_MOA?HQ6(t@+gGLGl5hb-U;?6ZTrKG5b
zJCkd=EyF71PKRU4NvBGN%bJU+Xq6zvQgh}hrKq1J&{UK<goTt7hW`HmqF3*FlhUET
z7T>Q?X1h|PI_qm?#~5+dy7Wm1aY=Vhose^(O}L#UD?(B&*k31#EUeI-t*}jmf$r!)
z5^+Qu3xX0Ppn;sh2_zA6Wb%<QXa^4+Aynf~x~=)o$5RF6#g!H1rD}PpEdt^l)s&Y|
zqp2<hC^`#DZAD5v2(4Q&qVnpY9t5_YdY>t()wv~?hOagmEX{)<A;YYeRfV90tOO*G
zLXr$!wXP_)1w!GcRw``7yrRZSsh;EH!>b5wc?flv5T#*QPKQFqrkpEM!B(XgF4m-6
zPt#tL9%5$FE`uSqqrB)t)T@phWV_`hM1sPl`A!5Rr%Z(@NlMCg3_`PjQbvT{HI#@1
z>k<r*L|!6B9tu?if-@cU2S7Bmh!>Nw0%r$y-MLPwM45Y1<}*&X>0ycTX$u7ilHLMm
zFas(GkdH7aX<Aa1w%dTI3ecwtCz-EAs6h7Uhzw6lh?f+{d)$!1z*~(t5^?6oaJY<u
z7MuV`2LUeXt}AM`wpm3&EE==zguGIuxl5>ONLX<T_Y}&MRD~phg|x45ec)6zt2*Op
zZ9P$l9Bx=*Q^|<6Fw2d+jJH#YoT&|^c`1Fd`?Ba7x~U>qGq8w@#B%Ft5P4fsb?}Mt
zNha_jBmp)W8<QOGAkGk#p<P8HojdkY9iH%IDXLS-Sg0wmwJD!!S`u23<~6M(K2YX`
zr6qdEPY9G<lnQ0Q#j9VYxkZ&wCVd*`SXvx`Dq_HS4v?hztr-b1WHjMg3of>{)`EaI
zeqV<+)Tg1EgHF}xb78*pNzvE+>Ka>FaVT}Hg6NFubUGXT>JW7R6OqGpebX$CU|Q72
zmX@jww(5ynX-X=Tw{h?JZj3seE+<;jpg>wdBi`AhiM@y-NIc*~-(h%*M#3<eOh^*~
zz{pTC48S0Ra3s$6(*_k8bXuv0Z`NTm4(Fx5#Y%&AQNsqK7%dKea;nBc(q5*?N^pq{
zd5F*w)5>keal$h9Y6WJcOuQ|JB1E|@=fp~^W>VWSjEIQ?%`w|pc@4-&S`g|yz}`Sm
z2;l`mlQzwIn^JaTmBUDo<v&eHw1V|8xVIW<QxT~z6eMd&Qc$!N5u-+>0Prq@P3FT_
zk%2A^B2(yYY$s9#X>{p<DL#29b%&eQgfd@g1R+E?R*WY~r!gP`RdS=6Y#|_TB_w!n
zBJ&oELgrt1go0oQi8t|VM1mygrnp{JZ(rIIXzBLG>a3}kB*3f3c`<G(KeTEu(`4xd
z*(}4G=IPd4NNsCqjSE0X8pSRTF)cMurB)MAyKJhe+<u6syt&T9$o8`VX$e@>rB5m$
zQ%Y_^P~$1m;ZY~%?0Y_|bw+Z@qrDHxTTVD($P7FkkcF+sLt$!OJj3r4p<ym1NL!Av
zpryC7DpKw1l1#e8KG5|>BdTV-0ra&!l|gk(>Zw9T8<6WCyG(?svgv5H@?9j9mnAR(
z9LyY}RFMEqf&qbjWP@^8sRYO~02ns$00}V?Z^%KwyN0V-qDGf81$t#ci7k2VQ>PNS
zLq6oT!GBYNTvBqPKy<gINh&1p&DN`ODUzu7OJ3P6l}S}PuF*=KL&<qQ>oQUQ0A~1P
ztfNs#kkI|o{KSF7nSR&BUapkKU^P^J5s=h|P#mRIB(N5T3Ko;0Dw5E{&1YL~r0WSJ
z9tCo1m+teHi(h85Nv&HIS`?<+r&i&|0-IQ6hul&kRFLz=E7D>;hLYezQj*fybt_sy
z)IdlpGnFt&i2xM_%<HL80wzh+l5nUFDM@X=5|ju^0VI=`F^hpB2{Lw>!$DJn`!2CU
zx-Exl)HvvS+GR<nsplDi7G_pnR7EzY{h0yBT9p-TywCuG09H)Nx39a9QI!xug;J+B
z++S{b7+11PjE40wREB}Awki>nlq|Uzg0{l&gp@2PvcD-;moJn10-;HYx@AHtlSHq_
zKxr<#5(|-}C@&FZr`;=Q#d&Uo6(dOpQB@Z4s!%Q3d`hh?#IsUmah!f2EXZkLT9&k<
z-DSaob+po(!=78w(xkn(pp_(ml0Y^m!bv1RDoD^r%*@*YRHUsTN&!a10Ac|GK$s-l
zNVEvjW>m_%B+Y>qV4v-)r!tc=pE(Uml@Y`#9(Yh%2!1NqD0PRMOOYN=?*9OA<`=@2
zyUNMcdMg)ok#VwVRc0|!fhnObkik+s_T5M-OYB7pNo>0v<UIxbNg-$}M-g%#F%xJ#
zNEIeqxNW&9RCv{7E%iu^8EIR7&ovCXWHP8uC^lVdQcEjKYH4Fi%l*r%q)_V8o3?5N
z%WA5U`*bN}7}LDQ^?CI7lBF_<*uoxR<TjZhD?1UiQbY(LGEQu^&2myMU|c|fIs!nE
zWiUjNl_-&H+9$)~A`_Z!ETb2Y4p3V*=yjWBTh$oU%3F6uJ?6h@(<U$4Xm@ob<)jq1
zEew<>IFuz!Nm5yt4e*ueSvYxy=8aubs<kgNgHfWQL@>;{WR`S25M#`Y`Xsg#%*NYM
zLYkJy%G*L#y$cEj;^r;h-4^7iy==~ELk|MCZR(0fU^?LrxZFgzq^z`+g5YJMml#@4
zl$C^(EV4yr7cpp_eCm7D=V7G`wI!6FV3zx2q2#GS07rZ%q@|RiH<*<Lw2<(1w*)J^
z%Ayo<jYQ>0h?u;AXqW(~kS{omX^8-U3=jyJCJYURZOor^0w4j1r$eEx@3d=-L!M{V
zDT?zX(w`y8ECZ~Hr8P)azav^unbDSj;ucE3c+-mECrhv06v{)bRG_%zcqw&>Ej|N{
zKOIXdLR(M;r<hZCEi43<7L_4d6cnQ5)~xkgm8LGL4M@dP!Niv$DaVq0wUFZzqc%Ln
zp&$@kLQAa>N}F|~tx1)txkZrmegufG(kk-{70MINiS%b*eI+5t=pd#lA0#acZ75S@
zl#L5WNw5eiHwQ9cgpp-}kO&6E8HH#8*3bkQNJtk+N~Bssl3<ZLWzb9zB!M%AwnO4g
zLJeY{G5B$ehT1+zbt;Oo;&C11DJ8}nYaU|-M8<W!NkV~EL(z6pZHFk3YOl8q$)3)J
zrBq|+R0_LmLI!800ZNBEI~A?A!qudod?j2ZYV-|Mk#*aJ0vj@YlHsJIOYYM`iOF@9
z;nc@Ngp@q3O@snQ6P2YKI6WF8s9S~`a+p|$C9ot?Weq3JgFZ5qhL?;TDOl7nv=-Dj
zc_21Ym;@?j(j_3lGjL`>>lcABfhz>eL|Z}u14A%Vq;v+r;ZsMr{{UlBr_$q3dTcDF
zWhIrZnKJ1rY@cX|g*c!k!CF+88VGbd9Hh2Tw5)k<4XMmJJw_|E%Cy%l=_`-sw5C~c
zQDwS^G$F*W!W%A!)PS|=TzO1LA?DV!1f?-D*rYvEmZlI)cj@yK;!AE}3qy+}G9(fe
zq1+E-anvtKK0=kGgTwsiu%g+Fy2Uy96zD2i#X*J?R|)kX`O0;qd+7mK*5f(Kkfi`Z
zc0!K{S+s<RFhGD4n28!#Oqn2N1e>)a1pp>wn@Eyi$EY(BB1{Me4>cL<esi!bEAF4|
zWll|<Zr|`@%#{&wRwPK5N3XEdhFxvOoM~u?;#SUG3<aSIanUO{i7oRIZ8oI3V5}OQ
zK4U@HE7$Cg%8bA&OK!SAVc8KDa<%IAg4P260CuF6=MyxfWCcv2WS@AgDVWNbg3Ff?
z2gP+sB2=Pdc)6TqDgXidlO&L-p82~fLWPVA0|@~({mFg#Im&Ddf8aB*Go7>l0DBa^
znaAtl!<agb-4EyUKQE^E-;YByU$f`J9lb}S+w_i7dnF=;Oo2zGL;l|LIsX7;rqd#|
z3KVZ>m3luZ{{SX4EjQ;$edpZMt=CrKl%i-n33yZ;IamJx(Z4bO0QRrrqZMsJWh?N2
zER^jNeD~9k*KBjHaEiAUR9vS3l1GWj0Ga;)m#?lo>ZoT2<=@xnN7wl6#^`7eRi2x5
z8P3~m4mJmIzH`T-kNJuCRsR6XS^ogh$1(o^_OIjU@G0S0BLkJV9-rHOV}I>m!;Nb|
zsHHAnLP9|rf1K$Y{Wrr;1*$jiDddgR>;f$|Zt^aA*jpZUzyN`b@J{&8VcTzBojw`g
zx)3%#yW<`6*W<^b@A->(SN{OZTmJyjzcIh|uH#|gW5U4c%J2S-xr_e*wRgkyo)p%!
zK(nOJiCIty8vt{Y6XiH>_a#-O%6~AY1+D)8+K(^PoO$BVk-h*qAmbfz-{5!oVDW*y
z@HWmsILOD;Za#bV&mM=r<}=}EIsX7<+y4OYZOmW&tGLhkjd)rZ{{X;U)2IFWa})mn
zYVXhI>%c2n0y4R*=$~1Y5@*iXU+!A1Gt-HQ@w>EXEk@rzIrG@lc*aQ^;FGpSM&xwI
zuG|>YY3iR-g9*LWE@XB9NGBo3Qj_t<GIz$`0uLU6hk@@4qo*uC`ZeYs{?)t;gW$Kr
zMK)x4@VROkmleS44x7UMcgt{eSC;kC<4Pm8v?v3(8R4d}s30ZD&`3^}5jm|OU#=dW
z4Nw%4rLmM0=E}DufI%_)Atu(9b+#zOneq`P=Xx_K{lzjA8fz)+kjrUXpkn|Kw-l4=
zQTU)kV_}Sp1CTczhJAirG1G262TSl_;i`0}=1b+ddQ6vA^X{9*{{Tr_jwq>W(u=7m
zNF?l(B`HYRDF6Y$fBBMlVgCTjWz+uvPd;G(0PR`ABCVt)35OvlN>7D4h>|>he7<-d
z;T3MU;`_z`TFQXT;DI&<8agBay~Uzu9)5x`k)+`E!9QFPzCNEZ!(+@2OY*mxEfn8&
z9l3Ey2o1AUl>rg!(EtPw+4l@DWUjzi1caDX1{H&hk+&X{$AWJRL#HhIf9dDU6Z~$z
zHva&bM}|-QwtxK@a|8bXYQ7)%)<}Yf2(^k(MU3g6^Xa}KPXw$<%pYVK2148iY5xGy
z5PXj;c*5pi*{NV$bDODJcU8+rVW6a{fmf+k>XhWRKnYAqw7S*3RYR#5B1KkJZRHRP
zidZ-(8*jiZ8qKIKP^ivwLUNYgRQlZXAmiRz8LHLhw3Qx&=?WtNsFBCF&-s-2Wx)rQ
znFp?KE?^(yb?^<}13ngCI-TWeR(j;#oWtwuwc0q0)KZg}Hn4xvh#E)|v&*N#*s?fx
z5y}#(h7>QVoilJ`p6n8Bx%%V9&2z$&RXFL6{mpbT+Hex8Ra&h;b56raa)(x@EoeC1
zD^h{<-#jI#UJI!-NvfL$<Gm2!Sy%7wo4QjfQihVJW68Q4W#wRkOU<~RzVA$XWM6>4
z3C?}~Q=t5>Zeu6^0HwRf0sjEz1K}eW{{Up8AN(EjFaH2*E}ssZG}JLZ;*XkBZ7w{0
zKIZ`8yg&j2%m8fx$AALUAF?{eJb$aha;q^_0^qDosZ*Z_E;N+QrOCrsE%_Bn6-t>`
zVM!@UirJ_kODH)xCp>As4eUyNL8^pG#qkZsRNBO4^8=ZZU_7?el_%PwOTM0JQ%E|A
zk0mcKq3*ca(p8^f?f4AvpvcnSDndu6_T!l9{0grEM;jjj{uGYql_}4!_S=}*{C~Ci
z96Rw8(g{n3BUCnYjU{##i*)OTo)^S453rC#5SJc<yqRd<t~|QaxixiE68u>AZ8lXl
zOeY~KJx<n*E!HC~0g{MwMM;@Zol9!ciE!PIDY6pcT?-nxPEr2O+YxiA^(X6hx+lbx
zi7v};nB3e_r2yhwRCf^XG29I>qLK<3Skw*)8gPAH#PCPqf(QLmmR?VNuRdU_{{Ze?
ziu4>DC&C|xgz3}E<qaQq{`;?@2hiO3KV1HNIMvgWITvV&N=dPqy3Nd7;y>=5Ad-8x
z>Cl^5D{(U%;hWw_l44EqOV-66n@pur=#EmNp_*dZOCp|>QyM^JAtaPB8Pcbn{{VRG
zhZf_{JXY)Kam6WoAgX>5`Du3DQ*Op?o^xCEiPBdk)lfV^^U{pM3y!V#S&Isn%o=<c
zQ55plrs2Vh7BfjWWtNUOzLxwb@(q<0w_-SjC}5Fx-uOMb8<dRvK+ng4Z1`W~YYNuY
zlHwKX{i(dw+Z%;kL>;~yNGq8A=GLx6r38;DUra`x2U?jS<`Sd($#LLf*8czqa{TdJ
zytuOF*;eH?-K94s;fqgc2#+%DuUD>Gqs^p``t44+I-^#oIs%XPiSyriVIVEikOv5U
zY4}>Q`K4H!Uac|AyJo3UhaME<a`&G+>*ehQ`0U5_a+7LVH{}Z1OOLcP$$d1i{IFEH
zPCDX>jkYt$9#luu<XckO(lDPc>bw(yob8JE^x)}^QF8t`0lGA@2SD}3b4VVYBvu{a
z{{Y?;@fjV9Kq*1E>Q^K3#DCls!C8>?I8m8bc<?4}ZW<=$2^SU~w7<<C4YpPH;O64+
zkyA{?QcUI7EFNTE6RVu;<}WQOlB2<eSdV7hyy2~0wQF*VaMK{SO{&u^dG^|p+4G@G
zidQYUmFY+D=TPO<DwS`a?~Kr?@aZhgO9_wdO+b#^WWHERmKiRFwU*MgX(WJEf_U|0
z?<%=|`gA{TM|nPuOsOwBletvVPUQ7GBWj)+c_UdQ)NEMql68BPyOuWRsl-~-AZI<e
zX|AT3OKt-IPDEZKZt@12fj+WvDmXU~NC_`fsUXOex=1E7LGD4?*Z3TH*0!xBMhPoy
zqyho=P5{O*Mt2($b_W}9?7^fYBn=>7014Z+eMb9r{P*Hh_>{AGd1`Y~nPKwI-bEHY
zCXmdVp>5P_6=No=RCmvd4NI)lY9={{PDFRgVwQE9fe(3wv}ln0i177dU5&8y&u*%E
zRFI_uQm#bE_enT`QHpoK`=>}G?a=V=?-mMjlsY_;on#sR01$GU`EnpU7POK>w7?ks
z=O@qn9er<xC&T3%5N>x7l6?AN2ueZNH!zL!+~-z6+vl?%dDGGTt+~zs{{W||gBSy(
z$3f~2J#Y>%anSK$eCeau{E?^BnB~PCHtUj-ha{-Ysnxv4W47X3Qbl@gO)Y>HuXO<_
zR!*RBF+qI(=l3uuGpe&Fw;EwektR%qIr|=gB(3+HTaG!RRW0U*rKv|sQW6Q$08Rj|
z)l*4*)s!ryz<`(uEAZtP1yCjk5P4r09O2KJMi>idy4GT%RJ^_;Vh?srt*S-rClaz<
zA5g}SbDr2Bk)EV(K107<j|h6js^qYw1gK|VK*F)t8;l(G`E9=u7sA(x%jWIpZJR>o
zjeVPr&Y4`MN3GJFrBNvfew_T)T9%VOflsB>m{4I(Ew!^TrKLz1P#Fi+8ayj<1=JzL
z*l1c@N>-H%p7JSDR5c|@KiV8%gOEqVi$=Ya#D}l`R9IO502rA5a%^!xa9YAF^*Oxw
zl<xb_bajueC>NBT6`Z-eR(N3NL-zot4n|+IuJ&nCsUmbr!}6*A!qQ%lnuI4I`x?lQ
z%dM9br;-Mg^*)q5O89#4+2YKzROaQ`d&8(sZj#*UU9I9L#3wK4Dm19xTv<_VD-)Zx
z#i<fl)Jmozf@Zwv)h1KwB|#NS@b}6JD%*0IXnQK!AhxvE?spV|IuKs1ICK1a@VR2e
zwj(Sph%#GP00j!YWT`mmq^h7u$HN>5;uK)0t%bQN%rhYtFpy99kR%~H8-QllW1I_!
zsYxx>Fw`d@%HyDvl1UO7m?W!tzPk?mpzx*PBa$!>?=Pten@~iE?jpH=bCaH&)~&N9
zI?|x@DR<vAu0u{kge1DfFtF2sD=r{~1cvj)e}#Td_>o;Qqj}$#?Z5jj3aRm%<-a+3
z@5_oih<-vOKDm@DADY(PDtn4r0#`0<C#U&IZKTTxLPA{xTlB`;ETJ=lMC72=>dH=b
z8TY3h$N(QuFm~I5`BqiAH)$~?x;NO?D@hym*%bth{#;6)DMXZ%igy53se}~lL;~fY
zi4Xvr#Lg?8&G9m{tyPQ_q-6^(y`DOr;z=SwB$7dbNCGPQnc!EEe4DKQ0BUVp<C&L*
zZk;?&rMrA{kD2%UYGkI}^8@iIe9gMA>OfIa5Ehr<JeL|sL*8J<hI5_#xO19Mc{gS0
zd^W^+%bvol4q)Bfp_c3A9$K2HO646&#d4)jQg<*V2O}k4y=k;Ml(?ILk;&d&O4aAk
zUvpM<58KxwLC;;0S4bK7a6<n8hkj2<I-j&w;Tz=KcVIvI?R0So;xxoSX~d042}BY!
zBo*szeRbBtcnx?^QtB95#e$2D$QFPPat}L#KRkKZt#~-)42tVl4NVtC$z6!!F2$XE
z^H-f$>+zgn)Vj)0tE-t+7G7Z`A!Ub{Q%XB21QV%K%<fzN0B`Np(5BpVS`;KlYB_$?
ztxvUQrM6O#k7u7jn+B;E4Fe&G?X5tmE-7JZ3%-}UE%GJuRPBzXles_Io6Ki?@227&
zzssiuulPmq^CbnhxqhV}>_EG(q;>eB=1Ctz({7wXYgjrqunouwK$F%KC)R#(iIu@?
zNe8}Ql;~9J#Di@CX;B1hc^hNQVel<r-R?wYx6D3o-7M0)x8hN*o^tah<)gIgStux@
z)-GAJ-zh08KxuK*gar~pwH^%X{uwARBezR{-9f0)S#gFLgDxCaSxSLV?vl(DI?{%9
zYeK`J!>uj_4Dsn^FN41ha9s1Ea`o0-#tPGU-{nMO7&@+%WFG##`0DS3FAonZQ?>)E
zR&$kJSMGD`{{W3g3HZ8rj_rEM@S|vt-|2<^=Hd{UeS?(91;=A;yPlq&xbfXt@B?Hx
z@}|X~%}DO*`|k5%{{Wtic_k%nD!AI#+H#<li=hDoqXYtYKa1gQaYvBd$1*ZfgaB1V
zZRc>>bOPhgOj4azkesc|xTR`Z)TI)5_1t_Ocyl`*UMP=G?S=V{nCbnf->(6j@MGbr
z-Q4A{U;Y($--rJI@{SNyQwfIFCtRT*ZLf~~dE!ID_=$|qut1Gmc$-FqvmjeZ$BYYu
zzylXdr`JfoF6fgcOjL=}DmBa1+G|N!B}P3Wm3mR*Hne1xT5WAcM#%DuV@DF(mHrPo
zQOk;TDK!Xld52o22Ha}1emd1<5u~7nq3V4UvWhfUSXd@B=b_82Hk~2btI8U<^%CEM
z4-G91E%MbU2dGWmehmChE{)H`@xT1dJT{;F*B|{DU%&fQaDt|o8Sd9S;XO7gARB5w
zs-73b6p)hpIYj>Zx1MLZn2Sc3pl2hc04JbE5`+K(5&*(dgn$4_K)?V10Nb|!){JN2
zzBU_rV<)Cb+tlsHpd;YJ!&18P+duqxU*G#w@Ac!6@KxcM=RC9rJ%8`U{{a60+N<IE
z&kq&N2pL?rG^eNe<87l5jt5o$05YGiiNiCj{>TgR5vN$kpTYs{*KgN+XQ$}!;LBxI
zPFS$CjJZLsl#&MFi9mu0>V5ay>T!XeUM~awWgZzn^4b3Y^kvKs{i^shkKqTyv`Td9
zOB}lhr__sTn;hMj!-3^8q^-3FT)9^BDoT=*mK<!H0HQ$04R*1m<S9#lrNpY?Bf<^D
zg`1H&&EoMmot_a=*>ov%<t{d)KvRa~0+MB+V6X|+1>ledJntoh4!iWvU9d-Qr{|5h
z;^RRiU}Yz6nf^atPtT7+2f-(X6O8i9r~aON!T$i-vyY$iBk;lh0G7x90HaP}f9+Yo
zD_gvUoi74)8)uGo-+p+D`<k!*Wj%yOcVqtm*?f89&u)#0KR-j<WRBl3dVV8;Ksm@8
zblcRQ)&_fHJ^c%x1RfWO)OlmRF`w<HF#3P@*~X{9_l47+{01F=^!4T+{?)uM<6F0d
zeQc5I@BFuuCwwpWEm!f={{Xqpn!{dlcbx#XJn}6#?bFlo$ozg78TeqfT`?6y7CVXw
zWw|MN<nQ~|(A%l<jyJ(l(xbje1wBt5iqC<+3umt@{vY_-^AqL&0HJRfp96jt(4e$(
zze<6~KighnAIRO<;-zz`sib{|!h+mMN=o1&<R2MHQmq>Texm0N;m^`nQq;JniWzV%
z#I~iC5EBrPrqGgR_bJ5}(&9ACWEH2%VIZg68bhNPN)Qr8LC3tL^aE|r0i?`)6-8vI
zDQfqMdNz_tB#<`7-FjqT4f24K%-R4!VVaOzNlKE|BF{iTR!4YboFwBqdlE8E4+L`p
z*kKx2t1ZbA240Y;RWYaC(olq$C0Xo~jBT8fIO2^JcqJl+vLXQ#&qmhw2C)W2eR1e1
zub`1Nw2{`OnEwF3pU(?tLu95h6|IJdE8qR>fKR%m5tD=2I~8ZR7&mFOg@pNFIIy2E
zqX$U9(#i?R2~KjX4awi8&9qzg)NOfPRkqX#45d+O2SFnWdCbB9FFC?gMh53Scv3^=
zb(Il?AKJ)qXa~sx1zf4e&-`Rl%8Ex`$t2@A#|&$R*CYihimVwQ{fzX8&_+p(tZ%Nf
zDy|_xwQUp~#X~c(H_z7#*VNob+H9l;)-t{H`6%3_JqRjM+Z!Fh=r_MFvd_a<v~1~~
zAa1&FX5_x&xlOVekk{`iR%%{Jex}%PYeSbLrckC_z$&E0jN?l!PhMyPl=qh>E4<CM
znCA8M{g36sYZ2vL^~GEFeO5rEL?%>-5g^;t3awRg>i$rr$90%xm}-^nPq>6Itolr*
z{i^=}XN3}*0*_4RlQimWE(}_IIs+W2=UY+YK!n3_;zo|rd1w%ZS&rLnHiY}32m>84
za+`+MIZ%@IB|=$iE50@yNOjR2+C-odlqn@^u<@m_{6J^daXM78TV|@AYj#pgZ#Jxr
z+cc1<mB~a8-OoCSvZJV+DP3`#0oOZp9r2w0BaJ!}oNbMc*~f4`xyMb(!Q!~j+SA|x
zXWi%M2ciD}z*)}S`e#4*4RAd%k=xL5s{Yo0008^^{YU<?&UKJ7HtEY^dvxjW*m1S^
zYLEF3fAW|A0MW(=e9Zp<jMQKM08zVKb)J7M?~5GNoa5tyFm}$}etk2y&wem&Hr#FX
z`gi_ZR|ozjo9zDI{{RE(N$;LkbGPPC{$zc1Skr&>@90p%5z-+WFc1U;q+4JE28>Qg
z>1IfGOEW-}cB4}oL8Lnb1SCXBDd`UHzQ22)=icYJe{Ij=`F!5*oxRUFuXE1pC24sV
zBylhqR2dBLj-il6P|eVIe$I9HzKdot32(Rl3Bk8m&%2d9Jcx^Ck#TvtCpz+EeMKHK
z{<zcb-b-7uC1U%)Z|S&2Vs${-r#o3afocYMiia0c((BQtU;Bou_znHyob1E&BXMTm
zs-yG9yZqLb{IY+5S)=hK)_(xnk5?2W%sS@{LHWHYc_HZZ?cpyzSUGrXeem;|Ov!XG
z{r_3*9Co!`D_E>oyynTOgd69=y-G%kBgkTHYh|Okh83Axw<uF0JK?%~)aRPtSh9B~
z-?ep(!;(|E<rw`u$HsFe=}U}s@CS;<=DnMK>{OEK?sP`r-<9C}%l&|0MwUwgMH(#X
zRktkTf<<gTMjc>}?i}nj1zGQ&8Znr&B`Uhb%r%FU?XDyhLOF_q#fCUmJzt!yHZ$HB
z-A@bvF<kkBQ(+lprr7Htau0<tp7Rg$;^>EyzEbt)UuGWE?>S4!mB?O~x2{~K-;a(9
zdDY2I$7J$IfrS1}Nj8QZCMS{KC0~t&oIJW-9XcZ)V0=UWM;YhRS~ki5=t64;uIUUq
zU6J;xz4T|{^<Z^+^W)r|X5#cscQUWv65*P4`iL&tRRFgxJzqO-VBh{mR+#1=U>qlb
zEcqUf#XF*Qg+!`l_zMBsh6&zRhSKGj#(w}*%UNnfr}e$ptJ~h-mbzs{w*ck<W-JlM
ztpCvo!sqsUKVl9q==#>TTJu&-_Qze5-)(Y8fhKS3Y$Goo$Fe5haP+djwX2A%lgf`<
z+>HC5OYB^v9H{macIgYPjZ~QCXxMZh3+s|BmYH|u9!oBBEhc#`yCs4hIZ@et%Sj4d
zVmcou_rLA%UF2B1WZmv_mi*5=j>4t>hENlPHbi-r<o0e$i-0`8z2t!`ffe<0C<Rnl
zDHgWR{X?Ix5?dVn10<E?(eH=lpW7auoh~xHXbHA%@eR3X45NG|?q?X(wNm$=z1&;L
zUK@T&NLIvNq~FH>KW+;+uSHOGzFm2&>Jfh8q3qGj$v};B$S*-I=C=Lg#pIHG_Zu0a
zpGUYUURVcNk;g3Qy^)Rg<>$wO-yv9PfZMF-{FZu#kW88S-T%9TpU^FUu8DiAkP=2B
zpb!35$+E%eYD4D{f4<!(c={?CM~%7eNpD!v08^dVgcZqd3z68h%$#gJRt4qJDur>5
z77UT3>ou6ceF~G?NP?k!;5ZW+ZPe5U5z-?+OO2L7(o=5RA`j-VhB@1LqFvQFR*CcW
z=?T?N$O%mddq1XYp0yk<R`o_^?pggZri}E6IJBV@Bj;I@I|4xeN>tq_N>i0&Vkt-}
zI4ZdZ&+VQ4ky60>6Y@h->cu6~@rdl8{~?2a#6JM~@L1s@`FOusius21<b55{t*+r8
z*??e^)nU^5IhkAv&7RxKtNi?5Atf{o|1IEG1$GyO;DqAZ6J+E50CC$i&En??>mEr#
z)vxSE)O4JV@KYMN3;(;5;jWc3O+Mls3U$=!*X^#$H`w2TVD%}-XY*7-LbKcJ)9#DC
zkZ~t$lXmhPty+G5$YK8WV#46%J<+v?amhaNM*4gp7POy}K3wg4hpnE3PG1MMT-G!$
z?p;nd$FgbOmsk5D8S`&vZEl;m4u4C=j3-Fp4`t4R21O6^3~1*_E~90)>L+fM943DD
zWvmB=;N6LhCMW;5l*)sJ<?~>HPRIczdvjpZ(((7<>NhlC@)Bba{NqU!H#&;?DcAv@
z2INRT8B`r&H;co<_O12n0MFHL>^WhSxh#1r!z6il@amjDuJh8dZtL&eKAkLO-#>us
zSmRw0-_~kh#tz;1<rVW~cSBMMtKywlmF0QUU4A@R_9V<ccW8pwZx;3I;oXMkB<NN^
zlQras@0Hz3)@Cv#H(v&XElJ<2)~19ZUdzvs7D0}q1%)d=Zzj3){}4Ph;<o$@y?-)$
zqmgy=keS6EO9<8*a$0Be(<$UA7<QlISfbOEeu6a|IIqoJRleQ4s`l17umBcvNaNKR
z=<H6!C+RGDcF7_`(b&0nJ)V4iD+2ILKG&XLma`TgxOvXD^}A`UnvkML`ew8ZjwMYt
z+mjvU8zBlFxZT9g2`xUt)&ly{9(y&-PdJ~RErpPakdFKBx9qkoxz#PM-HBDx-p?l2
zAFa!*1>O_1jAfY{+(5Sc5ev9!38k$gx(Q{DFhmLl^3qUM%Kaapw>2oQRqTi`VLhNE
z!}N&$l=X72`980mHO8CbkXiO_+vZLnKi2v_;KlTLZ0G%+5oh6C;OR<WpxmNlSYAH4
zKt&<_z|rFEy@^YoD{EuV-X(-?>ynFpF(dF`JI$k$k4XOT(qrTw0JwG@l%{$F5X9E4
za5N>8RPO8HA3Fz%{STwE219$+RHdiBKK>)n@!!7yi|TV=@%^KXx8P?Mzi|F|!Uqnw
z2Y`)Kx!9OH_;MVZ(n%hfa_u|a$b`ph#^U4VV)>?Q0}t42@DfTg(RQpX^IROsSWhrf
ze}Ijq#qfWHL!~OVJT6`SGvd;#AYaSkQr2t!e9r&v=>9vnJ~m&*{sU}V4UpC)o4SO3
zS$VeVJ6UD;NABu20Qbe&A{$c5fb`33XZ@}?mV-bJtLkAiev*&%sS))3%QyQ?FEkg%
z&O=(Jryfnr_-T&>J9hrClOzn^L1li`yb+oC)QBxd)u`g<05nPdpOB(Em>uhfkXesh
zxGq{5vztu~hp^u2i$qv*jq4p;T7oJOir2!p?z4SzwZ%**%djTv^y<e=Q(g!cbL@tl
zq`&pr2qIul*`NHY2lklB-@D(vUrBqOjy<dEbLS^Yv5}6`jN8h_7cqk8*bJ40^=^Co
z{blf)hCtZ4#?5BJ%B>Q)aYFy<Q=5ZnTIn*$^)2TFyP9c^x`~m5nbcNEA3DjT0p?)I
zwXHATd;S69u&ypWP5d?k;Gd*-(t`I7usRb&NJ2mFae9XZZtRX>3az)4x~P`a`w_pz
zHhtxs?Ts=#*G1+F`o$PR9?rd)kmIH8d!3_B%;B58u{`^@#|K(SJPVhTxm1wh;eZv%
z3LgE0W*93)*g>CC5JoE8V@AjC&S`q8WUUz7F)F(DB8p$8pzpJXR3sNH!A_UE{-?ga
zQ7{V5n6%S^#D;k1!Fc)Sx9N3QIMz02kMV4xV??{tIV|Cz_E+Zm4dTnVNz+Q@!Ud5u
zU8y!dsZE=PK2>|!meq$;QYT)^Q(mbCeVRg>LTL8~cXoSrD86px?=zaGsA#hTEp*!y
zYC03i7Rm(?*G(&)yMI}Z-_`ftc+=4D!82imB|rHQ3+H$G&?CnW5YYW4w55sLzjhHW
znhj++8SMG6En_9O!YqQDa~;-fngmcnlGh3qWvxXfg2g#V6;l5E1N4MK0l!>>h)8yO
zKA65w_M7{o|3-lEGoPhlI_*OBTc3mC;JNUV^=Wh~VV&!=okCji%(T#l3|a|oko3l`
z^)S-jPJCcw7EROa&aOg`WlUXu><>)S#UR3izT?dNN^yU)CQhBP1A84`$nkW;OmZq6
zcc7=b$O6xbFVN-v4rQ&ji3af5WppS<Pfe^b@hC~dtvS~#ho*NrHZ5v4L%i<PyB_d>
z_v9}i@O2~?2r0#0zRfVR8lN^b(=<-5pb*xz`1i`@bZBDEn`zw1h(a`av4t{<$NIs{
zJER<*JTGkM33&=u$$a<A&$f=yU9iok4P;iM4R8sT4GR_H0dx}(K!-!kGafz)3+pCl
zHiaescGL+_qaeBPdqTX;V6NPfV}NB}yxa$2LlMfcJ=uww{!}z^Ut&=HkO@${H>xzG
zy$+R=gWkHaBAxDh3Fa0*?SHd6_E9_~J#3MKRi@>vYohoc;JIAjhoiS{#}Ai=iWf&;
z!P*R7Iur5M@8|#6*G{z5;BMQmFj7JfioC=a>FNy}n_RFe4(q<bo?5_<T1j*7@+roK
zEH=!&%^j}>zb>VjY)r+w=idDimB}8k>-u0KtX|k#MXKpborOR@1@6p}kg5uj;!{dE
zK6Gz)Q1yz_ZChAGHsgVLTpT>Oc**|L4don$;xoq5#&T|3x3<Ck&sM}IEYEH!bUF$5
zB@d8{7B<#w{{Yxf5m(Yx3{8Dkoz#rs>iJotl;p&;C4Dr4@XEQB$jhP7T)13=&K$(_
zaufsoKEa0i{mG4UfJB}$9ElBlbylTePCTMbk^3Vq-W((@WjZ8H$8u+#s$q3ABz-?5
z+HXCU)@|~me_$a7mUqAKD&`Y%_P=1g&#SQhANz-^nM^m9q{mdh|KOy(*leX=416@=
zd_Hi}?@QX*go8Z{&)XyN?{>LdKZmR}$PQ9ye{BY8WVmr03E|)8)RxMtw&2dTyu%y4
zTAWbr`@Y*9aMr(=<A1taw<ku#Zi5bev-{<$|AzU-|9mwwc@cM0^zbZ{93VA64wt~<
z8K1X;^QBnCdG`Z6ERwG}z>*;w^AqM+Bn79oe>vdV;w&^WJEAd+VcyAYC$Pq{F%q>Y
zhzbu3V`cO|n0pM`jUQSm{Oj}Q1@mW06_+nk9^~Pw^Eq~IgJ(-VtJzuSEoImR?01Gu
z{{x7Yt;hzjUXl~S{r6AS)<T?gcD2YZgLKdd_#fZ%Ad-uFvbbD-?D>eT7A+b*p|TK9
z4AN9Lr_nH`nG!1Z$zT2{?&{&K(T=Ms$y%Zrt$DRI?JCfo0{4{Pu4T+|CYEK*pNMyJ
z+J8k>s2uXdIKD1NXhpa;n||rH#>XrNwScv|wKDxX(O*>gPB4`F06T*>RcOQ*VzKjK
zp=tAgd7HjRbG2`xdYcmd*y(6~N<NlrIlfpP*pf=rT}ISH3rKnRSJ2Dh4G7o$`C-2#
zF7$K<`b$Ui;aX6wyNn;(UzxmiMB10xt@j+GhvzzBsd<ihF?h0<`{($363OaEpF^D9
z*ODCGr_SNsRir$h4B2eHXWZ{)jR|CRm!FB^NWr^kjd(1Y1HBv$xSw3SO)?hm_U`-n
zf{l`RBB(9!X6w`!m~EEi?|-(0Txq6`!1{|o2wTY5NvovSEBbl=<0Y4-7X!y@9_L@5
zar^_g?6HP!j?ec?dM>RIu~K~@=7_mxKKQkDGt}VUPj!^=YT(Hnv6t^Z0Hot|&e`nP
zmP_`T=|hXWcl*;N=KlbX98dx>0c4+)asCF&l6~IqW8vBl(*6fn3cyEB+!%^qg{(D7
zca3|@tXY1|44#`JG(WtLP9s!E7DZO(b#XH_GWxHVxRx*}m)i|dCg1&G)l;e2j-o-$
z;S8p7ecjCb2Y5<G$bYOAehUdl8@}WdG}D9ru!Y3WNaIVD3=cARr=_H3RK0}A@gh`c
zZoFssU?z2AHHK>6cgrf$^gbA54w}#gg(>?rRhwJR6v4ieV3o}W!W49iUnOf*YM_<n
zJ(*!9iE=FVLFFPW);ilwQ{pe4gxMFXJu_`s2zidw<G25##ouFQW2iyu^o$Ks@JJI2
z3p)ZJjvlT;%_T`$)fiK?lH)e%w$G8;W%#|HJ22FXwDSo~`-@L-$!eJDHRELTl<TxI
zV<`8Hy?Zg|#&5}my#pH;YHWkb&&T#->b>v2>;<vfb)=j_7Ty<MHk!S`Uo~}VM1qG^
z4B(JUP0Ce~cG<{Tu^xzP8YbG*<mpU@z5`E|a%N+|tHqzs<|%ACsw>Wo`&69oN{`H$
zn#5k%IqcB?n$gX072Tyiqwrvvl<vB8^+y~97tYM4XFyz{ccNd<oGy!8QgQN#&}XqP
zHWc^C#E^}FdwcA`yxDAM+`XN*1*7jzFauHpcsLvN%qR?9)){vie9L;~{OfM>fa{ap
zFC3^wd~Cx90!Y|vFynFf575WG-RXQVoiutG7vCOJmGP<Yn?j|jvX3NcD(x35b;HMh
z0Iz{R8M5{PlCTl#nKN#yyxih>%i?Xvltm5UNcIMHNC^x<i9!R|a7sBnZhv`b?rGjt
zi5*a_n!3f`h<et?ANkK+Mg{3~w4D26I<$2U0(WLGKJ8ye>r-)**m1a3NnpxgAyc}Q
zqx;U$t(pNTB<y;Pqghiu(Ep%$E_P7-`udaQLY*Cm%<%Qb)L&_-m{J$XijX!`PQIyK
z=!EavRJxS2lqOVa6nG>|gEHiB=dt>!w2ZHmA#>R;xt}dv?ZFK7YOavMg}|#v378N|
zihXU-b0f*cru*^cC)ks4{I6Z{y9~fbX22q2!hPE<$r@nXy^=x>dY?bB)obx~^@&n?
zl|GjE_a7i${VfWEKD*E^4#l)oHNg<jzbe6=QZS*ZVU7jI)NtiGQ$BXH7f?NBHMa9%
zpbxgu;Ibl&B#F&!JhN%x6_&!&=Vtn$!8yhK_c%blZ3_7o_9o;`WiQ*Wk5{m>HRS8(
z{{R{jTgiFP2YT|NO#G=j=jgfIGJQ^0c_^qzWv^Z$`!&xKF6Qz60ptUNq<#0X(KpA!
zm}bvo+AHSHBW0Bb*qgj$IXl`=GlXMRV|wQA1~@~mNJ1QQ@3JWV0mklfuyOZpr9|!#
z_t3<^)&LE+joZ;BlXb!1{+H$8*41Yezy}8R+RL6HM}@Kvv5|U;%N_Yrph4`~KR|&y
z4>mR&!j9Se1Awx-wvW#Kau_(a&_59i!!~^!HipkG9`<^zOt~N3MPmE*6g2+<y0P)b
zaz`#X7F4-fZoFsF;nJ=2X3P1N3>Ux39S&t&!;_6(*}k<Vx?Q7Hxfd)cW1LHp$v@>^
zJ6x09BHf84sSo2SxNFBcnR))6kgyf8)#nRIMDIhGER;fe^u{`G25Mdz^{(BJhBz8w
z_oU376Di$%{)RE+dil}O<gP<{l$j6cIyYt}H4)1g=(~=oAgTqN4jdg|Q()z@%WyRZ
zf*Wi3{y#76+X|cfgNL1QQn6{tvg%@D$QCYbib>-KEd$%Rw@%DS2>YF@y^kjc*g{0S
z7!#J&7`u;6m0X(xE4fE(_uVTC@0|A9oh^Lke*BPhls$4i23%XoRVi(#goNG&OA+yK
zm95G=%bNm{=zXjm*WB+ZDJex;7cQ3V`7DOo<;RPUl>@jeZ`|`DszYqNSsz|p9g*Is
ze4Vi|kXs^k>}u(}WNKv1<4fKXzbhq3uBS`vJSwSQG!41_G3>Tm4T8<(hDyI#WR|gU
zxxJSHyK*WffDg%wGjZtt0Z5qd*%H45`E=P~GvMK*?pf^bB1_)Gta3+5-n(|~L&lN2
zs>m-~VL`bHgWfgfP)+7vbKBuZgnDYi+1@lr(QB;Jq<7w%mzpY3-H=-Z3i>490RI6T
zuI(1zV7EL0pZj&vLV$EyI*u1}<t*1+Zf#iz%h7gv^VyEO|D705fGtyctt|Y;HRP2R
zCI5+}_Rsj#+*(I2*&Lkdxi14uZY(F++MvEd8qvfhKP*>&G(s?KcQ_W9Lw1yNFx^aF
zl5jXyZeuTNsl}!7x%x}XKHdEQ>w+}s^|=?7h3wHAONzsV<&x)Dzu~)%lE3A-%rhwE
z%!O2;cmyWar3|r*R7u1(+%~^bBkIl;Ys^0c$>iYX2iEp#KYFAiG9$SO?zai;A=P5H
zcbR52`C1D42ly;UN)P2Aik$lU>3ow|#WVtRF`@bQSN@z=;~U=^vJ`FY`!a_se5JQd
z{#~?Bgr6tAf3+8PSM=ze^xi241cL9=T)TtsND<Re45ACi=jMI@aCg7y(CaMnO6-*V
zouBmP7v^H1<L{mv$1i{2^W87YV*EZ02H_k4Vh)x!)gh;bL#M3CfDA3(e*ge}ZhvLo
z55~yT{g%^}csCD;mvU;K2=nWG)~^a2lEU+ExNiKFXwJ#m!h&bc1&(DuFL2Cmne<=o
z-L$d>1SXy&xJ|E02Adq}9-m7miEi)sum1y(6M^~yWSnCRu`YkgO@z65_!TTk@CUwI
zZp-EdpKJc#lfuqYTwGJW7V;|siYqx@yk!zZ*dLm_Mm;n5$9pamdrznC!E{Cw-Msb9
z(*SQds(H(1ELggnB-O-RuvJxj2Pa-(SHwRX<dCjgdT2LIw<2X+5;_6Y|K5i*YLDKk
z@b<s^tY3-v<L&U+Mpe%d?3w>WQTv;{={KIlPEu_x?$_^H$0T~sJ#hX34q{`u^eRrv
zo}ycJ%oO|`pE8R}<7k=Z-URfn(f`7D(`%LiEoXAVPx!%`>+F~)p;ekq(KRQfX#J={
z2U3N}S~Q<TT0u33nTt397zU9FpF)>DfZ(G;8yJTGE&_0AwI9i!p6yfZ%{8EwyrO)h
z-l*_0=|p!dz=wH~;}6gHcziN3WJeni9!diZEmWEJMC4O&@0&!)?dDvply=CEuCcfI
zxfd=Y!-liYGQJB<jY1vdeRnahwVfr4N6Iv^;hQS_ROE@p!=Eeobict{7NapH2Gpt$
z$11lGJ%!5hm>k*1tj8v+o(fZ&FGQ|_))>?mS(a02Uv}7=n-*Fjr{V*z6Bq(0cP^0R
zmmd-3RED~ZV(WkOqabl43JA#2aC}t9vD<!B$5qhq?whRJZyPq|NCSKAM{v&zpR@ZR
z)k>XJ2yX6;73wVCr%|GezIZ|XeUY6Im)L?053lB~@w7Qd@OQ8m7H6N6<xL&z!5$M1
zW|%6yiSvw`z?axbBJv_^>i0Ut!v4#*eU@SR?>8^QXFH#h+fP=5&o4hZ7#l0<Y2VPI
zR*mW%1I5<Lblxh4*-5@VO8A-~Z)8d_{gdGiIA2_fj87upfYFy%6!AFBL00r69n5%F
zqD2~bunH>kCMY+tsbMeS-ztg0a0gZ!kqwVV(95mFrbXvLQ`?)DsX7Yr3&ci<z|Ub_
zB|q`X#EGiK5dAllt;qr*Z?+mynil&drgE}E@#*Lwpl`F9<K<mwZ*<gCm=Nb+cEzG}
zPU!I&xG0_e_R0Z=;f&1K3&Y|1c(Qf1)Ia3F{+Z{S%0Js!AZy6@9&c@BI;kqNh1;R}
zIxb3r!C4|;989njdl1r74pT{f(IV8J$wBY--NXE7a?B~Lb~mhZ{+p%`t)j>K_ttFc
zTSs0IY>3@_OBFG^m;HVlBX7u`V-{$J#{=%xV*;2?WwRdI34R$IM|%F1Ob2;UWr^4)
zmLPItKcr@G1p-!?&`&ueEnjx$q~sd0u_`+r(QRdIgxDy%;~4B8drCOVTHBRf+FV;l
zHyv$~{{1t>A*t&61jMdU#+$Vt$L_n6PAi}_aOp{8x>Z8F7DyfY@&O>d)GO{%h5dbH
zxZfa0mf^HszY>+{&YD)SuP+g51A~v#PMzM=d(~mLcd{vYTd*Z7Iv^nKvuK*ChdS$W
zXxkWme`b{%WRT&CD5oaUkuwuH?JE<$c2rl-BAef5FL|^TplBVNByQ$z2lda-pm2}L
zozlGfb}Y)Oz7}Ym4E=6yFbDe4zF6yEU@MXBd=d`MX8CRPvT|QJ@TK7ebwzyIhJ@3b
zr}%}<HtIof&eF^?V&4?f6cdHDFM4F7^R$k4(#IBcKA3h!t&(Sr?hue>sClTmWu1+i
z4Hc=Ej+*tkEX6q<WdPCF#r>p6)b!ewmbzm)QdKA~@`-C!L`ylQ?VByJT1b=wMz_q3
zTBrUeh^B1^QBtn<6*52>iN*z{qImS?j!^NsLQQ!l$-GB!iRf;~f=L<7LNpqss1e?x
zz=}A*$8y`yNdKzIntS~0py_~<$GO_{-K%<aWsWQ>p63Um&5J<;X&F*Xe9a$+)c84|
z<_$UI($Gtb&pU@${>o0C6%*l|eZ)#@k*S8R)n^*GLeXc{^p|E*Wi*7jiWBsegHMTf
z9N-P6{NN6xhl8(EW2+0oLpNX;Y0TldY^n<69u+$!4qGjqT%XM@?XfC>WC}MvarWnv
zj-vp(iI7Xs(yOn0@<TtJ-|tUW(RfM51*k46<uM5Pd?RCs$HnnLI*u#RORq;qeeAj8
z@H7;sDKwZ;@*4s-16ahP8GtO;7fLfZ<U#3IV+NLiYj4?|2tJHh#=#T{aC__j65!|b
zGto!Z9$5lk4*j0GD(tfqve7G^uQPG*og!_GaTGJxnkp<3qAcUR(5qLmPVg`y_jKLy
z&)3Gx?5diPes)($CN0j0JzR*QYg*|3mf^_r#+wa9!7ibnLOhDujFH~WntSF%8}($-
zHA14e%`Vm0%x|bPwiK!Ag{r41e~N6=U9!bMPA1bnr4&6%@AYrw(Yq8rhdl1>)7|ES
z`^{P*x_Hh*_}azHP)je16q9#6dPC75AaJMAQc9M=;rji$*a#1@V8jJu-|W*66K4nw
z4}=30!gAt5AJQOmz}G$w`is?(PusE8C=d~)hHT_~s3jpadHnMRl`rlFl{^@$Y@0<M
z<h<x;7mXfB;38csSSaH8x+;W$l-?ynEUHQckMt`(3w6`&AJM2MtL+YBeyF&e*ZJz!
z43QV8#*%Rl9PsSo6pD$ByGji|zayd|e13QrzJPk*l2szYF1)q-Yy`F@3nDa2xwh`g
zB%SF(DzQ~w4HNLFGPH~+FI6pO>VEdu@iy**J2J}$n|$h}11}MX6Vs^$ilvZ8K~VU1
zBwrafT6=a-YZf}~#VP0l+!RmIl{ivT9{MEPp%3NMIElj3W^iDUxdShRR{%rVD2}6=
zP@7LIcvFTb7Edoy-K-k1UwBm5f--UMEw6%3uY=*E_I~?9lcZmxcV>ZlZHNUScoD3d
znnt-}-NgIy#7@UP$svZW>g#Chkkds{OC)7Xx7rt@n=Y&drl)Tz%fsN&37UIue%|Q1
zq2Y;V`=4D=bDw5h?=AKJw(*fI^hUO<$1A<y_CXGDde`v%8BZBSzKfk)`;7w~t2605
z4!ZT8c3Ab2nmeozUGrG)*iU-Jw4h{x;^jtU=Bc!QIu_DNeht8Cf=epu^!O(7;O1fc
znOy2&C2VR?pz2CLwB3}FD0;Kw8S`(NGd*Dx^0a1F`)To)j4a%o5|ixzp!TA)@HCy$
zY%M4U^{WZBrl0i=KKm@f!h=~7>>^^6p-O{aJimIELBx58K;aU|OW{n@VXv9b?_bjN
z)oGSglDJ5zspTlf8Yzcse)$c#Acmo;6y>y}UWs6n1kTR`dXAO6yPN+2Q7St%TuLRJ
zKW~3}G++i4ldfbh@t6>A{S58cbIt!2<y0hn!e(0EFR``HDD}dVknUPl_Ti5@Zv3t)
zuWeAgCT`$<aW2So)J?fs?DR$&Ax)HrslYWVPT_Y$q4`rZH=2Y)AtU{{@1rN{V^iyP
zdKg3sP<5CD|A7&dgp%`Nx-|D(=A_P(U2KzziMqsR8gb9bMpVb6&6HNCS`t7G3{&Kz
zXiq^`iD^wxO=RUX*Gyiig_x;22hR`+8(aUiBv3;g>)%HIG`dJ-t`Yo7+TRda!p&ru
z*13LhS+=py5GV6kP)b_YPRUo?Q}yMK(JXMaP!EYW!kQNa)h#ZHY+L=nW2Lhn8g1mU
zLHL$nP2z*W;cwSTKQ8xa+j{j3a^X$43g>~+#b#Yy6-6&H@}iSkX5?%x|8q_e<%cBB
z0p+?{Bb9Bf-+IKtf9P3!^c&Wn$@p@uRTMp2z)0-9!jGhW+x?s}eO1>gzGa2PwULR&
zR3U@OXaOlPhPy-()UObZ+I3(fuvOKDKzWBrKW#w8YO0YZ)t#D6rRQdP2p$r%IvE~x
z)3=A<=GhD;+S#VGn`#V>{V)oR-k*-n%BXA@`^>rO&<CxW&X2x*0pcQ$w&ho8ppL{r
z31h(E1T+T3U7-c@<u3Dr4@dSXe=v*EE7QRYlfV|<5)8Q)6gjfuvilbd3ek4sxw5+!
z7PJF?Ybqr&_G0<i2ld(%PkGxkL`~7v4=ShsyhSbPuc(#1R$!`Wm>*Bch|V$O@WcR+
zat=!*3W{pO5h>_pFqmCDy+tMZSBg@o{G&wpDR%}9madEN>##00PCK4&V=R#(UEu06
zl}Q!!qZC>xXI}=2DB6KBMF_qW%w*OwRG3`LyVg}`OyH2@3X@?y=siyBG|tI%q$%H<
z+ng?(&{0t|ceYE;DPe^df8fw@^r$O+ie~ji9g*&Sk(QEJT<U+nJ`(VOLejK&Y87F?
z6JcMR0n~w09;WRY3@<xGj*wOGDf;y`HO-)z4T)aVB=7=PJ^Az#X&YTy$zs0gza|hu
zbuJLdH$XJ<7hR%faH&@*-r>@sQ^HAOJut@MDOyG3dTgP@DJWGQ-BJK_<jIvP2uPgV
zK{8w`F9RwUi2^<kWy8*bG7M5$NK?yFzA<%m?x6~?)6LG(E`1P3Vk_e<{%kC$7fbd7
zViPSGsY(<-p~e)#R1tWZn<Cr(C*L+5PR~-|iYXvj`ryN8T2ezb=k-k8SyV#-455=?
zvlacIE2#Y-f!t=<Co0U>B-5pfT)6E{p?+*TgGXA_O!&K1H=hpZ$4tdf^qEn;NXaNx
zdCgKCa}3^K=Q$1e{cJC))y4R9q^M){L63+(5&@)hX6$*FQVhxro0;)H;4ORWv6;gr
zs#Rnr_h9((-y<p%90R8=geeSz>^N}^2;`_Zbv*e%U~R8QStpo=wA4&pT?9_fNA3@D
zt$^`p(LRz_4WFkfMj4|MPTUaN8F9&a)a~Vx$$~%z9rmVhMx8usM<<g~Vs;|f1>MM<
zi@xKGiKqxLZI+k7Wwf{@r%17sTsV#&GDE4q@WBJD>H*V+K2Qjo$$KXGzSF`jj>YLG
ztc?%u<Led$dqn-6P29(eR^(;yx5w&HgX-qGLzdVPLtJ{l?sZRv8K&K{l`H8yA$D<?
zS?5?j8C(SS-Kog^<mW4N7t*bOKq8+beHuzEu0WcDUuZ<)9Gb`FpK2=)RZ799v^8f-
zDNsIH6>#xolh15wFMTYI#=-4+vORAohaV=9|4c@7-}TD#*dxAj09|K_oS%+t#nRnT
zF;9pxf}LJvu*jHtKmFZ@;WbYa{eARyl&-dV%DzVG)ZQ}QG;=X)9o=GR+l-Y&;Wdd>
zNb{z_t5&l}Nh$jE8C&2z4hb}^(#jILKkQxj$TzU$$-FiO7Q2nAF*JGmCS4;-i$v@}
zm+BxrDVy*N7Qhmh5r^ok!lTAQNXvDAuVpS8ezq^Vw`EhbG?}QXaHOQryL`7cFQ82U
z0>BEO>2@!*mqPNf3BB^!X*i#}>$F-HftV8xK_RX_Byr=%0#1BGdlxZud}KLzWt8_i
z*$sU5LcD?Rk7mb)G@<UhI+6e=LLVAfn!&XMK@3WkW;in-jX!ec+UNolR*<b@7#`z{
z^=4*mGljRY#v@PLauO&%W#CSB3%KrP$sYUMS{TidDQuUWsPw2`HzMBeiNBWqF}fkt
ztRC6YWsp7e4m)QpkTS&EJ>4pYpW*&@{N_QsRq&4n-qX)FJyaqOTw;t;UbVHpM~(7}
z{T@eqA`b)!N^;~C6F-uwInI1c%gSV-?|hA+<AG{aSEfBoUA>5$2ZG+Fhw|}+ssbW0
za$hOQs^taPjGg&J=}tVf>vl2&vLI1d&BzfG;1g<g*lR>%zbc=tqjBb%-$~buh+mY_
zBaDz&rietv4D>V}<$GA7gf7#5hg_ZX;C1QGAj9!v?RX$(??|Ly+{H%z>`Cr9-Q@=}
zPKJssgXr%|PiKAxE2g;qwQbe(&)YG$iR|D&Jsl#4bd$apjBrpLW}YE5<|&!SS+mm6
zZ`6tz>m(a;#Yh96eA?d~Q+~+3-!@$es2|Ewn9Cg2o$OK3GBjk1lH1@@c0DT|1Pwt^
zJFZxrX!*&(58Syr0<hRIYbS;1aJF}X<IWb_@e#$}-Y35_X;wUTm~?3LMbee)w5@j1
z4?!IUM`knF$(8-MNZue|ax-$~3LNj-e|kQ=4(haNS)(qYJaw$Jt>TW6{*=Jp&tgRE
zs*`t8?q<H88*Ykk9(8g4=yIXeIll4p<996dK}7-F<ic)A_R-6JF<RFkWsh-<7ki&_
zxQ|hZE}uH&;a^hI*kkV5Px_m|+<I-A0#{T9n~8ivIT>mdp4CC5cO(8rF3^{vWbz+A
z6Yv3ZeU8nhHdB6x_oQoT9S$3L;7;W~9Jf$5db03Vo~n$YRg)e4dXzL&{hbjiJVjoh
zfKOsHl#?v#rMljCI(^5<Vo7@Kk9`%YingT2h*5W(AQD4FxG|g-jnBv9WKQi5qad3*
zIThzSVPT4+_Q#0F<YklncyRYYPw|^RNN8lx$b`NB8>ne&B9j))6g2*zJm*8ZA6CzI
zrsD5J%f7K0jJnMmM)O0VQp;(yw&kxft|{p#x3Q_E8n=<lT-X$~dtDO4F8{X<KE~j+
zrl8^&?c(nY2!}sDrl&j-*y4J7U-3IN5*;2gM+*t``UWpOY0lyB_YwiLr%gD3P{&?k
zh;5!yo{<V<RW6n&#B`*~{^T|E3C&|lotp(SPCw$_A4Mk`Li}Fd*5@Vr!<D2?PlcPc
zij9<($xG`>iI{*Q;N}Iy)WVWWMif{hdSM0VHRoa8pthRGshUV&+p104a5e0bIhU4G
zz^OwrJMxy;qffNM+&DssQ$p?IiOWM1^{EZxN1fI(HiI5N8m)@1BiP}!=x;*5jXyT+
zq!rRbe9QVzE08?TdPYs&Q^%fO>6*DUO@)<>W~P7%L`zf!x8W$R5pv<hswP?m6O+UY
z8XUvJU^a^A#P4_^v>Lq*@48rb9!UZ?4_8m)IQVodloFz#!}9sR8R(vfJh@JP%e_w1
z^&s1{2@N#~?(tsG%gXi}SS8Y*F>-X6;Do^x<D;HP^k>!GG)4~+y!5kcH!os_1wbQj
zjct4w9b8o-yQxRK3`wTqG-H5PFf~>80Yu|t;m9aUIWXk+bWXas0fS;zqlnJVvBSQ6
zI{%W6C*8Z~$>M>$zL&$sLD;r;ZcrIM>LCaeesAGL7#BER8lcB%f+`O~mKdXElm>Ne
zL$yd5({3D*pCUiLQAX1|efn&P8#`suB~P7vNt}X?AYm}$iHeM10Qi%Em=IwzrTk^+
zv=6wd1j<|&P>ueaApxaf#uS67VB7DU(>{tdCXE?_`WU^yjJ8qnGUqyogSfd;jJ(Gt
zsR;pu*O>?jcI6U$7Qz1+a-Be2grs@yKn2zzjW^iy^_FM=5l}-NpvV|4=)m8M7SI#O
z<f><>Quz-Tu`~W=b<_7=pN9O(gG_1YYv(=GOonXBNbirBElYrlVcg_wU{jEl0cQtG
z=^2vSOm90;7m`+p(PS?XvC@-xlhabHMDmbEC`QpSr~qY&aeEuGoKZYv`JM9ufFnx4
zMnl{Z!Pb=`+$jG_HEb=YpoNlT(lA_=aEH)Y6@n{HIlBdBY}t_Y`L@-`7YEPApxbtI
z9<}<<Vg^VIi4~SfO?t~3!F_&C$_NyX+_b}kM$p$}9@Dg`?D)1wQ-Ugr7a2;WpQOJ(
zj<5yu<0=;NgEr(1Rpyz-F$?@rLl|{M@<x8CmJ~dop<f&+e*+LK`+y)zvrU(}Ad2@V
z=r5AvgMKbNK!~ToaVw>Vq6fCd$$;j882T`bIOU93DXEZ7;^rFDPSv9-_xdkgJmpn>
zEhWqvD!7vU1H|^{j9t)a9*~NIW}1{ZyX>@Z)w|{1;nU&Tq>FZcx-~WKkQx9~4Sa;~
zvRBDWPJPuue5}Ifmgp%{`~2I%piP3RTVA*#`nO{$X}+hQ(1-Y8HcTI?cIFgaq$dMI
z>7qm=RgHn}-;8Ia3RXR}fquDy*^ZQxdkfaKQ$0w!(dVFtX~S_=>X{2#(8)vCYz9T(
z!*!q|^4w}k^SimDjsPc!N1Z#dVJq_xuJDdrH7Nl+;meKUlSm@&Pdn<VK!<d-+Rt$_
zsvMZ^2}?SNr5rH`J=ARyeXQFTJIP$&IjtdJZR)wkGUTEgZZ#YO`Gpk;eoaFyNeYv{
zTd=XgklrML3VSJi`0mWwWcO8-myzYRK^cz>&@gZl=$X7ybnJLd;D$yeL8vzqDh+4M
z^D^JKh9M`DA#KWtGIO^wx>&cc37XLQ$7O&~>GB6esn~`O&P8JM^;fo9gRO??a00Bp
znv&E;bktT2mO_CF#16?h_&KMfXYh_H$Qfz_VpteW3*?GDfKV+q`fxTQEzUV27tx*&
zR;cV1iV;Mht{klyedq)Ec}*2LLoZDD*C_M*1XHtSMW#L_nt*sJkB(F+3W#Epjub9R
z0Befs19J|a(B$7`YQXWM#w(512YrPOc|NGQ{6a_dAsvmUI56PjZt5l*!tQVp4D6S*
zu0pC2O>C7^vmvp%4<<5tNdZpHe7xkRK_iN>gg#@IrzcX?GOhE~S%~k|doI112FtZQ
z{j`IiMPd3Wx6`6p27XTJqaYIXC4mG?qAelk&p#<a0jchMK>*zT{*xEIufL%3k0$xq
zaDBpUJky)`*dD4tY0swlJPy=k-s}@X9w6g$tU`Yayf=wes$u)pvTlXVRuPI{bP5_G
z*EE@}A0L!3JIckqtYUgPtjf3J=YTK{;^}g6QI!zbNufn}m-*qv_$L~cd}C=@Ey`Sq
z7x9sdRYIUXwN!`J*nx52m~{-V4*64=h1--#1r-$Pa9&z1hjv#ZfIDWB&*Otm4fxL=
z<DRz;6zqvF8(B)ZNDL0B3jIH=A6|F4^@u4!QC~qP?HXZCClae7deeq6i$dz%i3OZb
z5XAUnvF`{MU}@Pyk6-zJaPQ!&=VwY=ex3R>fP-a$GUccQ$}cf;w8Ms3=G9RWqeN#|
zYLFAxh*+5lCAR9PDwX@ixmLKTJFpBHC8a3BKhvu6l`Bx<sb;f|1mZ^)D`<!63jT$p
zK#ti3g=}ikn1>|$4Miq=fB2y8Vp}<epy*d*U`OSYUH_@aJ<I`<&lryyn_uOs8m~er
zzLmVx`BpA42^f)?T9!0s)F$9{;q|~oUA+gc3N=agROov$=&f@eqss8p(gRMWK%pc%
zEZ>omFtwr*-naw|54*#Yui-d&l^-Gs9zPFG^_;9>)Z3l}_E}z*ykKtRYrIjn$Oyhy
zq89tj_hnEg-bNw|maPp#73BMip1`x^vgJg0&A#)`Kj0r$pq{3f!iajeMH}f$r^&%F
z>{wQ<FEuS0U|t9m;qcw~sj=6glTeXCQGvkedhpo;TMj%PZCk`t9jawyUzC~z;>$wg
zeQuw&rktpMVm17JEzv;uv8=TOmWjfy^u<Qh@M}f+KHzY{kOJbQDw}}bILdwDk3jcv
zF*Oc;I6!sk^;crhQUnKu3ME>AddG_%e^|MWQ#CB;YwcSqXO%|73p4W>hn?ri;t~qE
z8KhD%>iSL$z)n6szjBgf9WhlcUIjCbA#7@<Ok>(A#A=zjsaEyl<YQGmPb$J;*8HuW
z!*}pb?h_9>&-Z0zPh07y))Hh`WE|(s8@^0dmC*`^{Fvi#H5HY@&^ItFKf*R?Az7?u
z^t(BRPKxT;(P$2mcg57T4_vBx8%wi3ze1N6y$_3cqE@U{VH)!;ek3dd+`(c(;&-{;
z{>!*zz)07RXL2Vn3pWlc{?>wk%w-}0jA$H>Lbl#8R4i#WfLcROh=g1!MZp5^9gt*<
z?NZ}wT@>y^N_if#{h>!RJKv3$+ukW%eOik<T{yL%3l<Jv0Jg%WOtfN;)1(WFbQd)t
z;Q9<v>c#mv=5LlG72jyTRW0_(w{?(PSC<#uNyAv27fkQS5?xq-_8`fDQPHXFm4*C=
z$4kJnGpNf%BK;rF?QM6R%;@)OV2T$T9rWi?8=2N^$w>JuCIzDQMG^>r-Ho`Br{d5?
zE7ITd2Z_l}=584>OP)ZZKj_^A{X<qi)=rnSrnx9|83Y^=qi=FgKPV6jctE4k4HW=T
z)lFNtuf0-Mx%@-QgH^zi4-I8gih{gESS_7*bM92hDV~vb<a!mm@bzbVzT|IMbdg!>
zvZ2nv$9xkk0!BgBF_te$&ZA02cViuq-B%`FCKw5;_L#-;Z)wrDLpHYjtvCY|8SLvX
zvaxKos~^BFknbF?2+v&2Oh55d&pHT|YJuCSS!_KydGIGY<YzbKh36Q*vGW?e%0#k{
zLWppT$88K7@mTUX-^IJomN7SV6bXx`+kX2lSX9K>ORi{nS*|6aKV;iKlTk^4kpRYg
zjQReRGk2&q7IzMmEhxa|A`n=p7X$$jEs_YRN=!r#336J&i%FJ-oOzly<Xt{%H&!^M
zlgT><Q)f~4LD6JJF3-SfirX$St3Bm#T<=^7To|PPk!b9()eI>j#ym!bV_QcA9}728
z1*NL-WxXSXa@&H$#udVKQ4mksMmqyuGU08{40vfI^{4<-&?8P7E`^bV&jh_`tM0J&
z0wHq5#{>7wW<R}Av1zTWg2}%;av4?5pxF=a)~(XQhs~^#j*UG??$-EmG3@p*k+Q-<
zerg&6Xo(>Uop$(B`84^-;%<@@?+f>pzUiFWYu(ots-eoMjPC?31$}dr>Ed!-#$2w{
z9$1oNns!o|v~4~e4Z4~*fWTQ_M{Lp<y|e&K5l<>j&hcOBL(cl>8~oq8#4z}w+lNh!
zVfuedgivjaIC6y!e(Zp45BlF4?!JB%(o!Snrez`C-~GkY71L`|KXjgvb$Oh}n?9|8
zrI^JhKgYk{R+|Ar*2#X5VT3=IcRTb`E2(7YSHL{_aYj5!ic(*eHS*=yQ1c-k*p!O?
z8KzA?Y*favg&jtwyb}epeZ?ONlYJ+O?R-zgDp^^eGpMq9*&;X>v+HPos=Ju4I~&gs
zpK!wm%H{mdI!SeihH};UAzw>jq|1N$3JNkX>;*+BMa)xE&tni#F1q&KFC2<%G+slW
zmNjUbR;U#dfE`ZMR4a70JwI}znIMgS5KtHO<S$-v1YoV&lF}#62nCnl^FyiV5AUEa
za=0ss*?_xHQG6S65&|KGs8G&BVNfb1p{#t~bFA8ObBwjv`11s;j`SM#F@o^F*Tx^x
zjXzH+#B1d`UUPvk$IOMSbwx0V-C)dP4%a&AvCqAEH_q;}*ZxNA$jWXHm}9?(?M7rB
zxxKt8@Xvd(CMIC<Ke9e_f;m`qXLpPL6n?N@qyOJZKmQ~6jD3q{j+fG9M?}9v2l-T|
zbY?q4yoNiJ@hzcbnz_EF`=aC5zm+(xzoui&*51A&{Jx<mTKS^k`?Kqhx@nQAo1`FM
z-1ivb9mY56Vh<Jxp6kEpVxkiSl<Gm3dODrvqU3p=^Bb?X6;0Iy)-GkulzvNd4;ris
zd{>olQ`L|nibvZz939o_Snibnnb^9F4&<=ivPd-Z%bKWVweE^l6}j!9tNk~MZHo@z
zl3Ob{S9>N){*-*bHPzK{{CU;W%6{$nZShIvd08P*$^E$qlHv}D<3~X@xz-cT@|v`_
zqvshj3_t-?3?*UV(a=}1#k$2N!CDz)yS$l#`quPjnn(?(G-4*VA1fbTxKcxFxvGD!
z8;2y*+#=XZG-6#n74Hw0g-65-Z@J84pg9-W2N2uhE`!Tu^VFm(deGWE6Vn+`^qJs`
z*z5azCWVh&CH%%Fn#o%c{D@_^&a+q%(OmB19Wr}EF)@Yy7tA=~TGE2aH68h6FIL6V
z2gi+<zqki0?V9JZ_}@+lDi^|?&b_A^ZPGBEG_JrJ-(3PZpzrO$)A+WJ@W{<d%h?%S
z|8;Kb>R`~>$~0H9Bdg7;=Ttt&EENtN5dOi&oo}1{&ZUp3aO)n!LY0LwzX?4U`JO|g
z$^lp}8-IZJh&J}mv!m<ZV;?^3Uk4jDx&CKjF~GG=qJmqoQ40A>a+#wXI>8gX$zZ(X
z_f*?g`Mdo~SV1VKLYe&R`}V*|8QGc=#{WK29JUkkY<pnh+1gb|KJ$NOx>0bQBx7$d
zv3ut+;EJ_EF$b-^kmSR)E!_X!rReuqfoWRa%EmCD$a|9~uvY4k<Eo`HaCW_&C;b1L
zJodf>toy{{w{Bg42x_V=q4e<Qt%xbAL;NVW$@5K<z{uzyAnu$ie^XFcdYcH7b*DPh
zRt-*nW4;HEak6C#Ba*A2AMRB<uIn>FC!L!(6I6(uru__yb&%Y;cnhcQj5jgHHgH4;
z`2Gpb3pV$(_$j>6ByM5j$C?<kvYoV(^bepg5{m2D$PQIdxtof`a|vVIYT9yj@@V=*
znJ*Z?><CBUCFHREEu0Def>jA+^yoso(x&r(!n`ot7r@jdFl0W^D}5==cNqu{C>eLh
zfWpd@&=f}wL*o0B%$IyKtlJxN8<C`Gg^viOuCJ`)mymrlRgT6@^oY2xbO2W$yaFO;
zZ#pKdaslzoTI?V@1gd2O7fguw1b6p*!;CY*98}kT|I1E$h}YD|j0?2I@U1Bb{&A7b
zr9bLU@u!tUoH*Br$x9WN!;x4q>2Be_^824GAfO*G7A2KYjia)lZWP*ifm}}d#le>?
z>Hf9g9P41GD;IA08DxgN92=J>Y+RTvBsK#qQ{qa*F1RRXTKc;dN6V#zi9$Sg3fG*U
zFm(qLUilDE<oj#wC{wCw0g1B7g&-f$U3gUJ*z3IAE`ym%;1^1ZnRv|`-)jf)ZI6&-
z1&$o2UL{wH=p;6MLPW2)uaT16bz{d_-P7w!oPjmV`zVaH$CxYTyQ2rY3KZ6?#q~vW
z5a3M$2jDF;`(9Hq8%;H*RUPJoAN+lRFY$uy6py(+@p7`Mn@}B<M$FFZGGpOi$xd#~
zcvA?IhDvd*tmH92&K6`arZD%qZChK#^CfUV2<Mc&RP>Jc2AL8njL4nnCA%DR**3_k
z1XZ}mi))=C!iGJ<LUEXn1v_6bA}&tm&3}Q}Et!LWwc)6PG*!ITH7Z(#q|9(Lz^Th-
zriv9jMwF!^`o(q^{vR&<`ylv&a<|1@P7se>k-kU5hN`}bXKsAmmmh=7=i{1MQ^H`k
z79h=qF~g$wmKfKCFN{K~mL~6OYCoZFw?1W0@*rH^UD(t%!{u+Gg!}4*)>>$xn2a%L
z$D#43Lj>y3OS=o~pd~&;4_53Pyta$Fx;wb-%%pr5`lc>_eCy<-v7ftaS?0!GPMg?)
z2ZwL#AK(GlWRH4v2-~>^Z1bqjB0U9UI1qt(pj_^Rq(0Jb*jQS)lE@s*x1j@<bqP2-
z(64wiIo2L?H7`+3g&RS)lqG@*lsc&9rH9VC?wS^o#W=0=f0Rq)TN?hjK9P3kZZHu;
zQ0u=SOMx%u!thwOS;?0@I+-#tHV|9$ivkY30z5!MV9XH{A*p1p5|e*Ue$4gJXY;9(
zQbhveG!a~VIR~~47!QbWDm6`4wcl&5EVP`%ueo1Zc=x#FhenoeWJ88nV<|fXtFOR=
z<w=7JL8a?f=oZ89iylFSP2Z)-Ye7u32U(HQh_!;;S<;lB0yz~wHTy;$3R@3&R~Qmp
z3@ht@f;ZG-iP#_g%}B3W0xBT9-OWK_)SrZN1DKj3nmkE8^WD#f-96@-i82}4sF=Al
z@QG(hj;GWe=zt*EidPL186mw)hOaa)qyGW&nR}*~2w0qkc_hO>6@B@k?@1w_aIhFi
zj>o=i1Lk)AMV%T&-g1FbNQ1IcmCU#exbM1v*hyyO!2`Ilyii#Wt|GbZQcxQF4Wqkd
z_mfRm&XbNJ&D34AMri1vMdA;WJL;ky7|iQC2?HsT^+-&fEddmfK0q@hK`qq;)n2+%
zCHe;-gOE%KrZ&sh?hZT?ETZ}Qlxc^^@Q1iKKJ|KqM>x#i^~GAM4zD+cV2L?}6o{c=
z4)-w**b^YxuKQ~-=JaR^o7j7W$b499V^*tx1*MkIR<e^oQ*<%hp%M}ph*>C02@{=P
z-S${n!;A8QRn5Fz*R*$u&)nG4kfGOUFmpqR5BN>gx_U_}8p8IlZXQyFw4Gtyph!Lt
z1pSBfJ4EgeqU)|7CjVeYOFweI?OT=NPyEtH5jho*DICUR-yCZT!S3ymb>z)yH&8j0
zF*y$4FzalmW?huUR0>!un{X51)t0@*0KBD9@Wm~T#G}V_BfnK7A$;5P+Xn=8#UvNX
z<jc=<9}xXyce!c7k%um&H|3<jg5aWm34Q<4n}~Z@@cF~u!y76JCf+q*lp?vfNQhRn
zRK*z@iYaJ+nFL#;s5|&EmCTt<aR??1BFs3JdF(eBrss$~9P!aN<q&*3tu79n5sgxs
z8#TFgEE}5qfOE=18g{BN3MiR#)LUp1m4cyJkFrRs?hqZCf7IkD_LchiMSbqMG?t<D
znicQh;2@Al{>f5}L@dM7{KT^wH#R$*O?}}lc3U=<cXz8MOU`hi7mR0L|7fRm8%U_x
z`!(278k09Dm06%2J=oIMmA`Mc5ns$O+W#-M-aDGjKmPv?v1^8^6{Dg?X^mQmO-Vw7
z7;UXmRH+qvZ>nlUthQp-Y^z4?Dxrwc(xND8#ol}K`Q>|``~Ks5pWoltIXTxk*L9t|
zU+?$x`FOb2am2jjoyZYK_e%<i^xj>)z4yp)Mo5?kZ?46I(rrMR)O)Etz`b?Pub;`_
zj=Rhire%=QLyi=Y(S%Z6W#vSCxB1#=MI@01q+8`Nx{Mf0jgS6}m3jYTz?Ue1xfVFa
zQQWv>I%n}p<i5^z#<Zqwa`{zV<e*60pczjJmkQ`zjZXP}vReZ0KACabZCj8d8m;HE
zgz7M+pA%jExs<tP34-pv({$A!!zVU{3x?*0O0@+DG)Q%s!>FK`o*P}I0fV?D^-j_%
zlU@&j)*~Vd#NckV2Vz>@k*W2lMZF88gsLI%;Z1ERn(qUFpQ$Rgr|(WZXRQC-yXL)g
z7c%QCu<OYL5@6u=5f_F@NmUBw&KBzlyMmxW9?{#Y2W`0=X>LI$zEvuu+^k8vB!(K9
zo%YKx+e6wUh6GLJhb6vP-7rzn&kBP;sw|WiwwGbe;F+u}wAjX`=z;-GG)``zkK)RJ
z(966%QmXi1`bX%lh+P~_F@!@&w$$9H-`;*nDQ7pABD`%F5T%(4A-tU)YZ@BTai$`D
z9FSm=dPAZ2vn<eLsi+uX!A-B$(LQ*AkVyAyXO_j3kw@82tK2=hD~OJ$-~+*f?e!Vq
z<U!Mzh8f(3X<*7-Vf_?9I^?+<9Rnsn->p~-sjEQ`1m-W5k|aToe1TlY5E10bMu~3D
zQLiYNXdpgzn3tDD{%FzwVy|6olLQUe$gl?$r&=-b`<iV5_S0_PgzJ0h36mv+Ww0T*
zPzw6W2o={J=)@%?b>2xy(QZ71xA)3tu~8P&HZLp?5=Qk>*F}UPpmKYJK`{1BPhvj5
zMQC{ty0`|HKMA=$OAGIq5<9M=^tn*dT>ZS<KNdcC4O31tt>f&xSkfRDY(HOg`dY#U
zhfK)SFd8*$`m>E^JmS%XQgn+S^`&e@X#NLaFfWSPu9tTa1@ECky@xp_0ZAZ`?ku&!
ze6arzr{ZDnscQhsBCasKxg+I@qk58zuuff1<j+&1OIkL}&kdj_!x&K!tTa)=mKTc9
zCjzFm9QdL&TJht0;9?O@@3Ss#B@L<nS$wxj=jQ^|u1}W>nfW#8f<+FDfi*Tfrg|;7
zP-#>d>Z8aVX$0-R{lAC-X=#r9%GB+{*{gEHFsL{N<W+Xiv+hgL$-eyKmVGJQydb7!
z0;S8Wpu$UNd3B<blGjfc(Z*5i&4a_;qw1lC!FeyG&CxyP91WD1YB7Yd(u&^O2w53?
zP6Kzh(vs<4s?#^ZN~kFB+)^dN*+n;$<wJ@nwS?o4p7!ELS9@UTU`f#NEHvAfS1QY7
zg@F!s25eewUtQlhKm7hGx}bIbqCWe@ZubC31eP<cj4@G+qwEM$#Qg6|iVgLT7qZcs
zqkjtGzdwFN*OM@mplJ*&CvZ<4tkF`73hCM7FNYK_SiG<B%=nC(J~b^6k(s+lT@Y@Z
zY1TGpCq1P^&xY}ygkBlVF7Su$aedlqvYJJ0#(5*6{rLCCaGkWW6f^}`)}Lf1LNKDF
zzeADF5>SQ%P>73IF54xygbuLh5Maxp-LmR$$;1Jr4911`p$*$(BP7-8s}L?m3c<bC
zuV32;Kj!x%3n*oxUj9Z$r5ALnyh=@oi*?b$?K^<*E)=3(-jkJ-ADG17#ga8-D&@Fr
zBfx4O|06+GW*WV)?4&R4CMW@UvNs;Ak=r?&=nf;b1_$l<dtU!y`LTx6G}SoMY#WpT
z+DrCiW~LZFo;sfGC|dJv<lSVWHF=TBAMMqFrhw#5GLk7%SC)q)qbm5+Ha@LYP4u&@
z!WxYE;<>f2g|AXwV8HJT5L+T!5f~>6W%_zdQu&in?hq>;ia;8cK4l0>I=UeL@(p&_
zX7%gtqrJt@-6oy`+eFcFa?~LB4DZ9e60p)4+w};OmFwm#7}fvULzSLZ6Q%oIaCtb4
zvb;m3x_T-%0{o{H&XY0xk80K<(P824yHAN5P(LzKfFcSOqUYYiB}b2yADdOIYIuA=
z%Mkm}Owc)p;a-e8@KfpdLiBjnUv3{#S%4(}C1O@Q36&LdA8+5Ht9=~+iuD~wdK}wX
z%aqfpp6?iBu;Z~Z>sM_=(bF|^@-xCGMYOB4r`2ETRa)0Sd3ksF`S}>l)4*IzEx7Qa
zZk^_c_hz<nT#C#n$74u(%WwT3<mLpu?>9Ki_K@me_L~z_+R*JR@scIvGF*+i>#Z!b
zt+{pGMH%4+!B(MEmr&?h_B9;Kui1YRj=vr}y-i2)c%PJV^Dz|=_dU?j!J|3K(4=XN
z0!GZu_Gp+<fdGplJTP`e?UN{cMa*B?hqJPn#0$m2PTLLdHA70S`15uPlL+SZ$4vEj
zia#%g0F$5nR_Mk(3%Z0JU1IC0k~BEX%!-GHsUu_cuJ!irbC7RyHrLyX##(JE3k`>e
zKaz4*#TJ1^QzsGRG5*#5-f6gcrLY*~1F|!{_`ON}{#d3w@@bWN_*)50B_`aYqh3j=
zzXZLimc|J5w(D*}Su6Wub%`93RxCNa-VDz&eb>oK-~=5H*leJlz*T7+N2tXtoKea|
zKpi$uFwOqFn>(w+9#)qDqQm{$C9Gwur5QzZ(SxMtukF`r3Yih@<n`V1a%(8dh%ZU=
zBZQUNJ29=HzmYcFAacxI0phd^V^s^B3Jd2~qojcOsz$1P3kxO*ti18~*ZO2I+{$B<
zxi(425l$gk5P<o1HpkEdoU0<!S@<|e%<dLaWjP}gRdQ>rn!u3=jSak~I2%9anooXl
zQDhdMkQlW(dsMMMf$DG^(^&|mkmygK<))&!vJcg3up29Y?X>0Qg@^flZ=d>cKcVvT
z<9(h<jN+);7kacQYu_((@2%S=fxLW++8W~rx6har{dfwnZy8Xga&dbt_Vq<`qMuKU
zS6A^-CJ6&XxS%VG-LPmInbYzw%RJ+f)TkOd>nZmOZ_j<{)?RgZetNluQv}n~jHW!0
zvTw_TO6X<g`2v7Aq;AITdX(Ovy7dV|@pVuk3Uz+bEbx*tegE3u(T;>Ku?h?vG?TX2
zB%Dk{YMu>{X2Mvg0RcPzh=2=Ynj_V*DwM-7#-saAj6sT&iqed)6oGH*m5Y%K?VDrV
zR4H*mXMQuuo0TX{2qQ=>96Y#qg5T|OZJsgBji!c0sZp!tgoXM~CZWyYaD=fa90*BU
zoe`Z?l1~d<Rx|%LNMsN^aYs-(L>3vi2C+jTgiHU3MGt#CNwKc)4!6Wa>R@RQkR-xD
z*rRsX!Bq&ev^nvc>Vg&mRaE<_NdzIt7H5(~l{8#|81POy>NMp^fJbxFbyGUDh8&Mz
zqN-T7CI&Qz(sB6E?fbuec8{e>Q>})!-$+!VRPKtP8LeCHM?{w|LmL=$2jOVDT7b}4
za)y|_?XdQp#vt2Oda!Ra;b6?{x=2~BYq|@q=^npp3~5Wx7;VxB0U@}_mc7xl8T826
z2q^|<S_i_6FDnxUHGlaK-EB!BWUR+!bEq1x&#b~le6Duhr`5_5o{U6dhYlMQ5ykwD
zJA2w=n1TMf*dg$<6(|<6wIMnNM$&R!ZO!x92`LFuiEwRc%tGyk7r-(uj@Q(Wd}%Vc
z9}jAfBL~qDLFI7TkO;ro77jbj$Er~NoS>Afxi-FZw#1au%DFu4gF)JiWi9`xTQqxq
z!tMds#`kl^tl9AZXU@Yn<Gkxt$FuzjpBj5DAB)IxqxtQ$%f5dS?@Vf-zOT-f6Mw%E
z0jC#JB3H3t+dIJU{3|{myD<wRDJbbNp&uzG4E|Cd3J~Vc#_zaGAbo4=FCKkS5dMKl
zVu`GW2jXI#etm=`we#JhlyB=BU3GJ-9Au<`OcCS!jV9!$_M$unscD7OO8J`zs#iI3
zlVc5BahY`y>DM!WRU;@}QVFKs&~Q*mS)aq~HgoF*HBPHrweI~eg-HIy?{W9y<M9J<
zXzY)4lOmn;iR#i`j9AF5JLgN>aDq8XI;uL)=0>{5dOzyRUUC57^_oITkgk!hEKPoj
z;ms6rsY({sD5!#LAwpHwlU2_Oe~AiMUv6YAipd=EPP`3St~LS+^Uk`4D*ZkZa71cv
zG!N~!y@`e7S%GLYS3CoTh3OAbvTERz#r^eh&&(m6%d>+a=v;}$kbIl9U$TZp_f;O6
zf-3j#`mm?k6C!Y~dlkmG5OR+5>z=%Vg@xD(9?&i~7^kH4A1M8}pg~b^ua14DI6T-M
zi)Nade2_FR)iz8@di@&y7df@;$d>2>Tjl}>dk{5+oTf1Kxq4oezCR+9{<#Y2EqL#O
zS@>?`K#IT(lOZ9@<SuR7STbCHTPf25ITh%Hv~<1RSQs2b#$awo=v7`jeX_cG93tVc
z8US_i<=c>7arYGckpSm09m|JEDHE+Nw3-ikPIIYcC{|tQ;z}0EA9HD<Wp<4*QpHNN
z)5?O3j@ARKksyZX41cWw$~LF_o)YLRGT;sWubveuE?6GCf%Q@vvbH0>GYxPnp)y$R
zNx_;Uh}$`XZ+6#0_t0`RdQ@Q+ho>x7u)Dhy`9o99gj3Xe;J;GMlHyX)yORsE<R*7w
zu}EgdUs(r^h&FWmqRk5M$AG8xt@jcZD#eoW+|}oei7ZkvAi7>H#5HqhMMvG)r(}kq
z^Rn~Ll1v1iWW@ujytjwj4d65}R_!E(mO~@zYwEJha=Y!DgfL5=;eeCPTND38WSjxr
z6FOkBjOmogkn>NJm#4I}TqIUk;e_$*O2uD9Js{5{N>{U|o7RvxmwVyz{<=2M(y6Rx
zEa?oy;J4;y*xw*P<tq-UFM<X+BPgsj|4Our*0ZOzd)%$=AM;2iqbo+K7kuP+_Ibhr
z#?!a7TARq5nd7U~0McTznu9Clky_Ewfv`v9<|(G@LGv_awuS#B8ZMaJ*u#B6<ogdW
zA~3e@4xnEQdw<wLq42Bw2>LT-@Uk^%));MgpAsc2>uE@Y2#_fTFL@#2`ufg&2{qC<
z_>33LcU~t^n0+PJh#LSV7&qCCzMkXGJONS!9HFaVM<jod#6Z`mVSCq7-%3?qu~`y0
zVjaKylzs2~Vn?^AQ)B4XZdHSnTYoN%(6RFZyUcD(>c%I@nBecWYjxsvZpS!~q3iB%
zUtcH|q8GoXw)4E63#in7J89ul84FsIYQa+*7o3)Jj?c4E0~y+U7eH|utiJ%#zF-bB
z*&n_p+GClT4RFZjebJ9`ZtwV4tU_Vw(P^|b@msuN&<ASiNwLCbt}3h4&QuzIgxJk7
z9x&P}`%Fdp3`V%Jjf?yVVx>hVRnMqreP2A?Z8pbBS3KUJq4{^EdZnIs?Q>L^u7M#o
z``Z1T8Yx>>D0dZK&Gg+O=L#Z>#vAhSZ?1{0Lj~O(!Oi2kd~qf20Zpax<zzZY(Xz6@
zE_-TX(tyHbBjB)iyIWprNzrbViB+?Y4;?!9D@UR`jEc`^%8gJo>WF0*l3C1WPkC;~
zU~?HBgnjA1etgs&hTwl^I5QxBqpnIr81t=jgSu&e5OR;8RlB)OM&;$^@t>a9`l+>q
zj^LM#lpyxykTZ&$Z?K~o6<+Nmo=-I+L9TIlK>3)xYDJtSmxS*~E2X8DqVio)x2n&0
zZlQM~ifX+wuMVkJ(KhKX*?3^lR5U=lPPI>)6@Nrp5@Sdz(jORgXG84ALMYf98<%|8
zZXM^$v*@pOTqhUb%SLUip_B=)#kfpQ186BF9l;t7_JbHT3tc#aAhR;6Lg@fwSgIgi
z`|A_u`*ItfAFkjWVR|pE0Y9xapX7LC&<?YuS)gH)tc5kc0WJ}GZGT9Ei)*hhN`s3+
zNRWzTR}Xmc`%6T90X{#9ne65vm6oWd9W<yHMBP2+FQs$K7q;Bep%=w)zMeQ56VPY}
zf?paqg(my2Ko5k~@2KVU5ZwlU_;7cVyz>^jDd`3sL+Hjg<aV#DLI%#4g;jTlmq2vg
zS6>f^^l_o;B{?CjZ_fBUDdpW!6umtiah^fR->O2Hl{&1jteka{_oO4<=LpWGu180X
zkldPc)!6IL-JzRTLdjpZn>L5JX04TL=7Q}bEP0pRvJPij4Go-LicSlJhwLo85w?z;
zDLq&mqe$a^yrMfD5iY!Qq2#A5*T-9#W7S>X^upoyv#A>*y|=UkjaLT<DMq>R(nTYV
zx>1MbRy<Ed)j`5P2<%H;2^(X=Riu@D?+y{RFO!w)^|VXjDa<0#Kgg^Dh*Q&#ezl5Q
z(SDN&v3I6Fbr|XN`J8-tTqY+09nDazxZ7?g!dzdU<EHPpH04NStzh5@?=q8ZN1Ncw
zG9*DMlpKwZ5Xc17BW1WLI~7;go!gctcLYp~(kqZ|^l&<HX8n)a8U;uO_@mp@A_#E?
zenFkY$Afo6LWY~f`;k)RFNP<pExr^#+zg7Xd2{`1kQ>cx{R>|n`Cep&$>(^VkC8X7
zD}14G&`+>NW%K>`^hMS+6!Ro`{>&uoA9AxzRqAyrgFcEX$NRDOBLq?J-Cjn{F1~a=
zIIwe9eg5^kR*};JpMCZ>V{#eqF1yIizaerY#UMrb1j7|E*%xc*a?h0ImYhR<{{w08
zNc~^ke8#7vh>>D(o#PSzNdW=PnUh>qwk@?|jG+OE!$TyK$62$_oHN${ITB?)l33<;
z9}*K&*a=AQwD0;o-paXXc0cIXxuNOEH+1Z+g5T(f_1Mni42q7mDL_Oi$9%e}D0JZ?
z|DLkI(edLO9A(mX<{o5De$aMrZDQ08RaP1mmH8kJ6pX`1fGRqcq?xOI@wnaBy*7cJ
ziC--i<Ns(LP+$FcE5YE96WPy@a>u~gxgGKb?I>O)yZ5*Ueo_2%#F5~8R|j|D1oFzL
z*_(I-!^a9C)Kf}eyOM!-=a1jCRD96%Kl-#xlHPaG>8V-J_^2aQ#?km=<)d4dIK+WA
z<mY+PNqhO+6flAENxmU-Xpoub+*E-?!z-UGJH!p_gyk(rncL8?`B7z*gUa0`^-l50
zo6nVgj23j#W&Sp;V<=g8#JbyG1CJpcv@8iIxCZqrrt9B4t=mc<gGY;QWrs{2+>XjN
z`D7ul_+C-=9`aHalJyL26Lz~7+b{Rn*}Wb)$v|Nh_;0t8a%lNyllR|@E``C(tem&V
zH|fGZ8{8LS<1<zm`m`zY=f7pv{<6d@Wa%^<i1ZbfnCnIK-%dNKRCsn$Z8!n+NBQlw
zK&BhEUk2TfRJZeX*{JyWzP$V%@9S(u#<Q-byII37IIv&+@bkupP`+o2I)!NWz-PV+
zIsq|DI?iP6h)Z&<PAt^)EoT1SsgJhXm??>oHndBLOOxs4y#jr)5i|}?`nXXn&vch|
z-b(dM+h{1)E5l=?HYVZSeF!D5X{;Df;+mE$xqS2yO;5}|`uwhXYkcSkms?lzV$FH=
zwxvtz*cZ=<QQS<xU#*d4pDgm;v5RM;Vc@jv5J!xFEZ;=R;~MwusG&yIvOg|Nx)0Rs
zUHZ_4eS=v-6&knyF4Qgd+LjBJm!eH6`*1hq=e$K?lnS@MZTnA!XdHHri+Vgbsxhq9
z`zwL6wE7ppnzdE|bGN2w;ro-Hq0Da?DGJTg>Q9!^o0j8t7S=}~oz+McJ!LIxbz$p|
z^rmUIV>!-?)}{ovXxQs9WtjO8k2wD8T@qzz<b+$`>Zq?*4uQ{EXP-_;LcKe~e$9Pg
zx1hUGUVzO)OTf1(A#+&zpNWIQ9$-w|^LoDFiHmO0T>aAh`)2pw+Ts=-%GcMRG$1a3
zW%r0pd}`_rSofQYM@%>NEc4}Ct%QUOGPg%WTiJNPFf=ZRq9cfeIHH#@n$#kekG2Rh
zov#TC^muAgHwY{9r6x(%usrzIxxh9FIM{$C|25JCBoW7W??1+=Jv&39j=n`M);{$J
zP*~b@O26p%_^{ltaVl2B_a!K{F>3u9miUG_qaKwJ=t3{iKHO-;XVWI7_WS$;wglAN
z`6i!ZLF9!4A1nM(%0_#8>Tlu*izg;o<=5U($xr^xmp4rc;=Pe`Jpnml4sc=Z*UI#C
z`l~N2l6y7LDa~~A0Vb<B(4_mlLQ4zEU$r?1@?(l*po-#P{*)BI5>PYgh^XRJXD@@W
zFa7{i>C96%g6<~~1UK`+OienGT!%t^EOqX4C0tALqX$kJ2#KfK*oSS_9_ViwUBC##
zJY(+OUQw0Dijr63uj5bY-g*ZIQ6SJZnIi<u*pI#8TXtZ%&FeAAF&{sxz}ka+&>7U9
z#9>kLqKL@?+Im_80aP@z2>(@Md7p-Rsgw|eHH*)L>=)8eF^@@#J40;$@+6`BfD89h
zQrmvb6&&<n^{m3;ty<0>ySa35xz~)`r~z>-IMc6BiO0`>UU?WkJz(pnv?;r>&5zG&
z%6_i;P)BbH8SWp`td;SLb9LJctmV&bvYHav1a7<-E#nuuYhmje_6M`@9)+Dxh$3TZ
zA{mSwdBZz;PB)Vwjs+y-ele%f#b13lY9+%urFj~%qg^Tgm%xcW6>~oOcP8k|tvqd&
z*6pzpi2mx;O<_lt^~1dxfnw^qfh$Yv`(njbSo6Jz%U*29zg})`$1LkmLGr5fr*j?u
zsv(N6F$3v3cRAqmnD&Y@&ke;AmHnpz;!8#^GWE=)45GWv^*&Zn`Q>~<dFbY0{-QXC
zGzk3q$?|keXKzp!YI50G>Mj*sOl-gIyroX(2wU`?Vk7?J-s9Y0@G{#mP)yN`ZeY!f
zzj~^6b=Fz%%U+v&!qswRoZ^Ca;(y+RIchZB1<T#$57sEUJ781Nqw16XA)8)#{i{b3
znJU$}SRFQ!edj}FnuU%(r~;bn?8Y8FRpDIp-SE3XDH#^Du^g9vJN?w|a(0UCbpS~z
z&aWXEg`5(9{?+`5at=OHSNx#VT-tQ6Rtu=UgYtJx#k*e_pAPo(tUve52|!!xzw;?;
z+hWodyfJixFC;ufL)DNex}W(+TH{%$XI<r_`QjMLFV)9LEK5XW2Yo5qhKznxs*+aC
z+)-A2OD-Zpmh(4l8*BDkfoJNG(@ufgW=+&ClfJZd93xFZn}%6~vhzLYTpeDtn{51k
zOyYllkYc1RGC8p<P1*L3bB4nAk%<`bP5xx<^v?9~C4<H)wHB7SRm^kQ*mBy758`KR
zapm<>$G>99d>rwI9hzM<-l7|93x|*Iw)G|ZKFM^5b+I(6gvxWCmQo)w3a#0F5v}Sy
zFCbdw?kS>Mw!e0T@88|f-1UAQIQZ8j(EBG`Y@~#z(CUt5Mgs`vb6R^|1D1F*G=gW%
z{J4js7r#wlcvz_>_nPi=ncg;avOZj;fwiJ(e>vgx+{ni_nwsi_!n}xPy?oC4H#@vP
zQfQ_{Pf=uGOG8Wik|Tp;XqcNB=QrI-O$|*Uy`xK}4;gIQK%<-aUMV4tTq?R_wvEFH
zZqLOm=#jtXeJUhqsW{3g>0qq7nu7vGph@jl;ut!N=m&FbQQjLP!7Dx)zOJ2bbEIss
z5O0>Wkgv@UIK#Cv(@hKQI@1iN+t12wCPXtk>YOI_XthIP9d@1hP^w3I=vckG{{#oJ
zKblmxN+@^uJI_O<psOEn_czNPH1P#M>WVusZ_Von-|k6#k2jHx?=Ac@bWi6)U2c*?
zoTwlNt?+FLCD&My7v=|jU|lnbU^S~ZpE<-t{iZbkmA<v1ee?Zidh^iHNGveIkDs8N
zbtD;Zza{47rdXE0)DkR1_*@y&m&L^F%l*=;aMnS=(ENRgEI>)q!&NKUJv9E|WIElZ
z*MER_wb{6jx`?Nli(~hLGH%`%16h`gxZHbt{XW9f*7T|VeWAjXV+JSv1dQyh`n(nf
z1R7mKIaHf12B2JoyzVxOtViFIV<?mO+K5IM-&{domwo%yL4xB!FCzK|dr{z5D{@aa
zxwTP%pL7z=54^)QMOr`g8xKpdkqmz`^GrQ4%;v^J(F{Xtna2!cvOhkWtlz&cVyS50
zJ1##aPf;$^jE<wDipA#M6fsN-`SX6n5$!VdrL8;zZakB9ClC6oQP>~}BtxGnwX$u3
zTf12UXYNI7)Afv0r*@4rP7uT`=vMN>Ox%{j%-=D%jrLq~b5?kTVBeYoGZ#(Vud63#
zG?Z2^c3_7WdMi8EG0bu)#%+f)>WrQZms#R}#o|VsrZP$8$?;{5T|JiTMsAD+F{M9E
z`YfVA6ULv)H2?@AC^>pozjHAx;U^)`>E^%pJzAWd*#loZ{tl|Wq$v___Wf=WZQ7Bx
zUGxDYFUp{sugCeOxcq~;g&%()n(E#}rlt&lAoy(Zf9TDh=kbbhBDd$|4}8Quzd!q2
zkO}L!scqL))OerFeNg0z{_v`mw6}RUbK*~Wl~g@AOEFlA%J!c}?gPJvD=NPzfB2w4
zsBA^=O}S4w_BKY_5!%w#1kaEz&QC3Ct}Vz{ybYv{6Zagn%Q;WU3|d~%qkbS_#&h1>
z?6f-diY~COwouBGlU;D1Q`HIddzS}#^mUD)*`@m#tj{Ss6hNppaWSF-NP2ueF_4h;
zC!=Ej4(9h<>=JxC`J?CdE+RH(&UUI?l8n<o=|s!wB8XqQLpMmDRqFqo9GrN{o4a*L
zTbHOZf;&E3d-_fq4oFk(IpIwjfbN>e>TQ<<VQ&%WPF+1*ZQvL!Ez^SEkVs6RnqO<%
ztvO@b&JgCSud}3!6UIj3FM-S%0|CRVow+{i4<&Jq=29z-<3)cg-xWnsv~v^<4qEX!
zEZBpU7@DP8NB8cCK=r0MCRECKfr%m}Q^lf~Mu@Nas~j0uVy}ehSwvXav$5|TsGYQ;
z>%}T<zB+o}$Ff~Ybk9R%68S>DUI{FA8Kh{)tx1Qos+TegCtA3r#kq5LG9~1ent%+u
zDBgXD7%-d>r7c@0-2Yj4Pw$JR%)<yz7kLSMAxrs@qI10QRCt7F88C$Ewy5q%_yp}%
z&It1n1n4H6e~q#h*jk!8&L&f_;W=}MyleXMGKkUM_3G;`aeNA+Ddzmb7$!oGesu~+
z!-vp>zhtIduQ3X59$H~NU;H4+%|KhNU&pzugo8#exeS~R;3>oA8~G4gF2ip$*QWFg
zZXI_|n`(62BLgs3yJ4Qg_-qlGo)3ZmIx4E{gKWYZ9)6a2<2_WXPFcv)Nm5<S;tZTw
z`X?w9`ASs$?SpI@&C=$Ht26BS&p_i`qn;5utpSzMDFR^NWB>C%o^MCrf08~M0>5?d
ze+%}Sb(llCxx$2{sNK_*yi8K0I^HkDKw{yz!g7#6=#yQQ_2iGLy?4a*VB|m1?o@%d
zDBO=85crjNtc&xJsilP>W~Hbs_@h=$Mp1f&1VT7Iy{{t*TU4xP1S-tXVd2XD5AcC9
zqP8os*Owa|TZ|GU$EFaRxF~kJtH)w;(o8$o&x81!_*~qA@ZT%S;l6S2&5G0}a7fcw
zmcJWS931zs4v=Vk@>@FFNrSDX!*Yl4*aQb9x18?Y&@+4%v#!6X&h`}_GkA23bMY))
zr}4WfEK9>(J_zQlqud9enauqyu4P_<lgH-%XzdY-nx67YviX~_aVU0X`S_Mfy;mdd
zmm-7X6ySQISZ&oyW2|W+2X3US{4pOIJ9|09DE6q2gWZR4YX~i=kzF`R&pnAWpNhmg
zi9i;2%9Z0x26U~x26`7^9{0k%@4vfZUduB_V!tGBYL#lEHOFV+#@)JKuzK=lq=woT
zVXt_-W2IiD;nm*Ca}P}@9WnvD{JH@PC9Pa1NoQfL0>p^57foC<mDb0XVU`$Czc;|H
zs^gJBH%u!Qz94*kKU;&I6O?|_p#4U_;L1}(?V+lf=cwf%cAt%+hbG6cR1>WUEO>Rj
zc){MjEOiXVd<|l{R<j2&UGC+Ly{Xg0%+jup_D&rJkon^O9)y=&(ENiP@X=a6o=VI!
z9`QK2N+G+gk<W(hhMe4%r!`aUps`(S+hwl}(r6z%`<|Qsv(O{TiJR7LE2oBj29_8-
zqkPzY5#iO5HYVu91t1GQc8Nsy7O;5QB<*Z<&ZT$a!QtS+LdkCZJ@!Ln{p!y8)i)(;
zsfvcT6AxwyxyZGrW^tRC$~TMUBWJ+;H0O44O&DA1n);8F#ct1Mk7&IBV6|gIEMRl5
zeZ7jCq{Nair>b&O_q`{4<f7D760*4yC2uHxm6j45@;@=_LDI+nTlQL7`2S0J|38t}
z{}liS?*8Ah+W#xY-6e6-+;-!~o#39r_Ta(y<F4{<UB9%l&GettjtQXXDW1BdQIko2
z6kuA;-#>$w6s4Mc{ilbJa+-zxX>7%KdU-|mjf2MbBfVv++*sNRhokwI8*!pzAMcp0
z-T7d!I{YL@Ry!gCCSgJrV41#eEpDz8*ZX{a)E>?5jq?$v&V)3kG^dyO5D22Q1yfi(
z_Z*sqwoWqUZG+=ayCVUYX-dZ+OiTMz4gBh0OUYuQCJj;SVxGQg`_UL+8^d4Z4j2gX
zUGEAw!L~6r$zP|v?98I1`4pL$=qs$mrPRAU6U}5yK05xy`yW6mFs$)2bNF<EMXBRp
zpyP0Jm6sPYOUMy0B(IcX`=`Zej@2^>^M?h<^pybsI^AfD2-WJHywC=p;H~z*>Q@?E
zZh<nC5F>s75K1n(YQT%;-^nM$;eE3ga-~v8v<<H4ORMJ)bLN@bF+j9FXfw)9A(f4X
zUa@sXOFoA%eBH_j8F-zQ>hNYr#h8`S0k?~DcaOObRu?g7-Mw6}nrKfV7HwAt;}P$@
z&E?<UdiLgFERQd1eO+*&H{87dg+^7jmKJ<~YI3U$Y5aRc`teiz7m`6^4Ypj_-?-hz
zsW<!NouL=$-H~I*WZ#P;RU*7BbPsFH|Kb`(0xm3W=`3zEz~Cp$cl%ZPnMawztF{M`
zGr4TVn(VL_75Vq)eJ|yStu`%A0C6*}KS7Srk4&9kLB%wZD+7?lJ9?SlJ!)!GN2D4+
z`Jr^P;n!vS|9|=a|MgD&?`pvRdub;kC~^0gTuw-K(Zihhp9Nht?+!-txfDh3A6~U^
z$q*AsPz*U3PJUy_Ed%1KhY~E39HMjxaR^giI)0VxUq<(g&*_x%QbF8(wO>D(cB=y+
zzbr;b%j7k($0QS2Y5SAD<;ueUNRr)V%(C-VGo@4dWx#@7BWN(NTWPu=ZYJ3{ttv#g
z#0wsfkH0{u<?};%FV(XSh?1h-tNb=WVBZ^K0@_KGdH;$#<ggj#f=Ps)zAwo|018?v
ztp6W<H<uCZR}@NI7!l<YNRgdzNaC{kyvp-8I1VjKH<XJY<>0oLp{=Dv?+HsBhUlxu
z#t>RuT;ZhNOo2dY@IsdqxVtS~GY+Zh{pY0F`*Y{jss}5@q%nu}Mn^RnoWJmPL@jLu
zuS4TEhvkq0sp786eBFQ*&hLWfa_{heilFnR85BvQF?P>22LBlw`*R7=i9S7EkaD=r
z1mF{4N)m&sQlix<5fY-lApco~FFAsIIn{Xf27_?^_tA7_rEmV+I&)rJ3zwt5UIsGf
zEGD1rD#<%N^)f|F9YD5M4EaFcV`6P%R*gsKV2lp49`(9@<KUj{d<#oJS?ul4Ng9#S
zRpfQv8bBH5v;Cv(Q&b^<-kgR2!2Dv#MZrjrSx-B9kf>#l74KD;rMtL`1x>ohgD8Ai
z*?AvT(*6|(K1wDrxrmf34!P~=rO6u=)|U0eMoq-!Npl9s^xiCc2IB_Z!1=*scnal6
z(S7c~K`2}>{;W=<2GEgbgP`)+L;LzY);vbUQt5ul--nKSpAKfqyDJ;*+dNDIODJ1J
zN|+=19_w~>;rZvp*XoMca^1h-c<qEr05e}d=RJHl#lHfl<KpV2)^ob0a?0SNP|*wQ
zha>+dVWt5@()ek4rZ3wODbM7=2F2REbNZ;u_>QkZVdQw?xq6sQ0D`SCdy3tjb8ku1
zChqJyheJ_1PVd31_MYDHD}nDS{@U9d>m~z2RiTU5KT<_vS@Cmv>Y5|7hhs9t*7X;o
z8bTE9$6u24sk!L|9VnuLqF{R#@4Q2r@e~CTNK=X}8ajF~d@{s#HYZWRqdp2SG5eDM
zusD0M9(lX0M+lCL*PLXavq-1as;Rv#x>&WLFvu6v<v^{_7fI`TFG6F|10$wR8Fq9T
zz^rW%um9EQY0+(^Lm?>Plo}MwO!bAW&N=iLI~7tPJpGH*hhpYsrb_gPm9klr+YX*U
z8;Hi|=yh7qU62MJDG)OCJ*X>Ot0tu)tOLpyimP*?G<>c%Rva|MmOp}s!i{;9WrY|V
z%RUR?J}ur|3H+Vt5>n1gsXprrQAnOc_VxH@?iVl>3rPwaJI9Th$B4oz9K;{{TASBJ
zyia5lhErS==Nw3qrq4^s(GR!gME0G-sq?eYyUVc>GJq%e7cvS-o68=O{%W0-7ptxz
z+J@W1>PJfJc?D;o+A?^X7`T5^e`@UlMUzN_HHA1=uac_5Cc!qUm?9BCZ>&rqJ}F{d
z8@Uf50abkWjV6F@;Edz3V`R@2UGHDuQpFh;^#WE{n{&#QZkk?ZIFl;yLFqFQX_E-f
zI$BF(b8>Kcf=U#^7r7lo(ZI`<aQxc6`!T_o(uDgocwN`K^?T@*cGN{~cH~S6{p9*7
z%N%j!BWip=_j|e0jC<R1`|)w*%y$6PGW1nW?Ue5_boOb%10cUvM$YBW+YoTvJ+Y*t
z^^5jdJI6J&QL*f9Ig|l+?e;Lmmn!pohKEwYsW=^n^o1LPThSQ|LC7h$Tlq%7=VUxC
z<{EGF?Bw|nPSd&d6LsM0%N4i=>wd2Y!k6%V<fS=1IfcKFGq4<brE(|FOZRB#KY(9*
zQSj9JN5}9Hovwq`T9Rj>R_0P+VWDZUlk%jpsIqGB%-IrIH3TdP4)Qy_sPZRyE13TW
zX!X_h@O^>q9*4b<m^zDW({8<RpL)fzhVIv_WvoCZ_R`Y=@TbA$dJfS|qN<ct!!Y`e
z*M!E};F7DYA~4}31he~%M}NSnA2CizfeBu9Qw9%C3p)UU@W5Sn@x|+(7|VRXfDJ6m
ziSGD}(q?M6viNNZiNua<ln=R<&k>2g&N-zqV%QQyi6SuPnTX>7W#xiy>CoDX_7Of{
zX=y?4YRBst#Bx-}(9PlU9L3iZ^)LGzXf5;R8H|R1Ic%uWR&S1l!D<`umY9h<%?+8L
zxFLr022(T$goBSDhGd#18~76DGIAcY%=pAK$EN0f<ut|uCZ|u_5_kND1kv+_7P;7e
z$Y2JUNM{kx!lo?=IKL;o7n+icJkJPZu<S*F?W{Pl>N%}>Dgbs*jbB_4ujSU!)iJ(j
zJqD)l9DIvAGS<q;V#lhB^eCX)C)W~T_qY)pdj7CQmNNo(sKU@d*8@jgv*%@s@6Zr!
z^;af0d``F%iotTcR0~DW;T{RFmrrqLbaE+VxuImbFSV_%^I^VzF<D|!K2nd>1T(W3
z(b9m-0$v}|2#?;H56mV-`cP&By5aB(bM}u`C?m`j1}3x&JCkXuik@4=eu)v%M*P_l
z*U6EJ@C~}2*MbBE;V|ve0-*@!N|8Te5umBEK4U79(mrwrilh1NowPe`CH|_@kJMVi
zHMq?>G&(T_^=;&cC?W|K)4~eGVNUjdRBx5oCIYXsTa#~_JkrgP$Y3=(Cm}JK;i!|N
zvnXi$5dxs00f<)e^^Ny=)kSGC2-SjEY$+_XB2`hE;5ZDyOsKntV}h)(h!eBLUv6x-
z&ZKZLYit<WSDz*3<@HC?I6n6nB1}WPS5$flsf)pH0*cn!`#38E4<xz^KTk5|<=HST
zD+r<=r=&|*Bb?LMBGKmWf?d!;`63z|FLRjT7G{aXGNUxoh|pWI&j#I!@wyHY21H#t
z7fH;LilG}4E_IKdC)a{i(P(fYz02_3MO{payoOL~xpOALEfbp?DRnPh0RRBxX74mm
zg<kkav81;0y`}#N;HFS8kAoy*C?_vG>E44GXxQ=VaH<e`a~xUOalq#~!I>c{CfJx(
zN(FwrrYl#!%-ufIz?afO;}8CN#h-^#1F$!8ZKgInNvT}!5O|r%EsKo*R$Dc(Y;8Y^
zqKUIIMgm{-C;Y-g@MW8&suaCbPHOqHn3kh{*>CvRa3ADjWAzgm*f+8Q1li0);KgHx
zGHbwA_=tF^J1Ace@|PA5fK{*MY?6v^<CA?GAo1mh6*|}V{-2CS(;8o#_qNZU)>Gy6
z)b^JW9Y+$aF>mUZCXyh!_*ds;tnkge$P<6^De=hypCHaV0-CZ~Pv+-Ok<*0u^Kq_r
z9<(no`U-+)Yb8zdZg;mjwJ@iHMWIMda-oEQKyC9imr+3{x+L2xNkd(z$JX`MLj@~%
zkEqFZZJ*!3wbxp*8nj9yFoC!L-bYvwGYODMGh-I(FL456O-QB&ElebH5)cLT0lGsi
z`<Z@v`Dfxj_&Cc&b!%u%INBveMPZgJS{&Gi`D4BeIBIGr`1f)dA0r+<2>?}g+8%FF
zfE-dOr%GnL^H1hAbTv%xj~E)W(!68$ev!>xuYAK4AKd9tPfs8c+|EvS|H$UG8wLI@
zWBQ&zyUQSu55shxO29IT0DjaEoR@cwAVt-r7fokc_iGbD5%D|W|8nSsgq4r=-duah
zi>=@ZS7TI^;ft5K@gKlo>h$zy521UpwRGIgun}EqlmRKj7bD>?aPq%oJq<t7`!CjB
z2Bj3pmvyQIcVzqDATW-?46accgq}6;v4|a`j0cHD&G-`i+X##V!bofA8xr_K10d>Y
z{)tpDj>&h1W@>MKq(&-_CIv#~lr{Pq4(PY&`FKOZrCOKCNxKF!rt2ytcL#O@R_!At
z(ye&RhavVCQbM$9O&SQ`EKY$GAxY-v%juP<E)$7LECBBY>u<CI`pDyZ>0sL&ycS&G
zSfh+1xAQh_)c^}m;9ZXMGGnq47H4YuzKUMh3w1(&pw7?ob!L0R)|7qghZWZn#ez;=
zktW^`S-24HYp!>3w^A8c_2|($8RPHW{;#|2W}UQ9LzL+wAF9Sw+`%&&<KqcqK)Iua
z6M&DI{hhT&U$&>S+OD|K?^Z7aH&|D0Y|Nec&b^fnA^}Q4+3-MRD#ttMLUL$`6(xt&
zTy2j@<>ah3Ys=3Lx@1TwOsiSQkMg?qKuY!UUmikf9JrMmlXP;TijRE7K>OQ(6*Vb<
zA+jf*_9znwv=Q&V;AEP5xHpGeW!ebG-QL7O!(7<%t|+Ez0J`N*9u9v(BliVzYKae7
zV*>413O14LLttcDEG0d2{q$Ndf%=iKcN8wb0hrV-xGW6FIfnR%g1x*O!Wav?l7yH)
z>vVSRy|&=2{sbzV6BH7CY(z)pJnoR;^pEr@{)cqLhAtWG?M!v9n_rSm<tsBJ?;vo&
zLq{~8iKPsr_}0~W%acOJ4$O4weT$qr=A(EDDR(%B-L?pB{8W%WyQTkOD8_jPQsxkp
zOZ!1Y?arR#+q;a8Wr%+5kvm#D^Z<8W<k3n+`)tAK{u8)%Wz%9x^MvQ5t<SNg1~ND(
z<mC6YW3)UaT)FR6_cHfX>Le^QK<X%@{%lP?k>@!@>-lOGL;!zb>s4}Bgt0#U=N7;<
zY!|V9PQ+BWOl@)CJqY*3bsW;hnjqUr`|Ax>xuqdw_a_{d+&CWP->osj{|)9hD8S)e
zlo~m*-SA{}hSc#Q=GId;kFN$#iWpy{)@$^@Zm;hW!*bND7@ro%-ub=Ij18(sXYm;E
zI-BTU)7-Al*-vhv+-|U6(<3%~4{?`k5HQI|P5k&2)ft)8d=bVQrlO>=bnoQR#6Rf$
z&z=eB$e5xFe`&$-?DZm7dzzm=OIueBPQu8_<;#0CBZlZ=J<R=Lkfy{hONbNKWO7vQ
zkEr(#GGD3h5JQ3`Kc7=cp6YLYaTmkmovNRr(_Kc;rto95A+h{$MX`64=m0kf+{0z|
z{zZ<LZ9pCP{05}eLWEu|Ne#caoEc-tU?-mzJ`m*HWEIwjH%R(<<=jy-DBIQ*Ov=$p
z{Rn12a0!R*=1w=w%2+-~vJ=v=r&?GQjPM(*v?uDAyGV(>pWryR2FiwqjWW|v@(ob%
z+9|0^x(fEb|Dg-f@w(P&`;9H=?H_!GgxtGy+ID8q;rivQ!QtW4Yjd++k>xmL-5AUK
zx@HtZPWn1=#sUv?hz0p<R{?DmHfZG539ddTcrxCpe;yX9B*#(eaGPV5tu&F6S39zt
zzgSJXiy8^6%q)&vZ=AihJCm@SC6vYeXsUQb94tfr&H%|@qjdja+Ls%v&rf_7l_<^n
zWfT-?2=O`F`7pN-&mKtHn9}-Go@O37?HAput7oJz_@MPk3Xe-Kfr|ZX%5B7dfNVzD
z=m$ZX7OVRH2~(|5t!^=7)Sz=}kO`i!9ZH{NO8;c-trKi%P6>S*mP!KzS%a)FNAo45
zVPUhW4F<lOxow}AW$LGV3Gtg!T_0^Tf0@4D1Mo4CC#1Br_V?I1E%XB|1a_9{TuRm1
zCM|NSP1r{`yoHxJmyoP<r{o0T!u~+h(Nc;LSb=D7$1GCL_kB&$6wT+FlOCcff@9sK
zpttT(DjwXRVTRq5iT54AS^yc?9uKX57{_HXn6i#}v?ANKyjXaZABkU1Jx|ngO}vo}
zXXn5#`x7QrJ=0TODGgHnMWc!x)&#-(ZRG<RC$_uwlmq$Xd~{eIBdHbUGv{;ORxmz!
z79HEv#42fPMSPiO?GU*~^j=UioyC>>$q;*`{n)q%2944b{e$3cUxV%+J*>?r=J}=G
zJrSM1U487OF=MMcxlN?RM=|*FM=Ns;1P6JXkoWZlyGPa;`Z$U>X3rA@$#ztnpXleA
zmvl}q)}50rgFJRS<Be`DOTNB-?T4GYwQX0j0)`qEi8a)o0sFz6Jo;DsdCazw2<wTn
z0tR{H=8ZA&KGG!mc(dS#{WO`l$+d>2L9C{&=AjfEh?#|PnQNS0bmIG#<Kf*{29xT4
zmK(u21jK_*k5E6(Q&ddgQ+X;#M`EAuBQ^;L`%T8F*GrVbpOt49ElIWt#3jX<`pafa
z88Wkm64@}$=uQuCIGQ?EtsahC%4N^E5z?95I-s3Eb%0V3hi#|k^+&j?&C5<$GQJPh
zp4q>?Vp<IFf^SDKPe~FQR8PZ9T6|g=V<shkV4n>Ou6i>40PZ&u(rbntvaDt>i=tj>
zWKN2O?&&y47mE2Zm^r}1Z{g$IftV67$=M59cF)1I2f+sr!mymPoaU6QCt2WY(Ia_z
zi(_N!9cvzYdsS?0`nrrCBgj>W6@zJZ-hufJwZ<;S)L+}J-ekQoD=RZ#5RLhDp*WuC
zH_L5v9;NF?^hmL<y67P_o1%5;xx0fM!k+X;7z`A7e2!rbzZO>T68-dOie32b?blwg
zQ`<iu@Jp<$Z>c*O0YB1j>5Bqwjdm<_X)qDYlWe)vw+akHUXWp3x5asKOUsQ%-Vck!
zuG=~=&e3c13}ABU^c&I5Wy|@i>utke)u6MvK(20*4Vnga*xh*+8lVAyY}<c3s6IIO
zj?9#ez?I87X{abRHYGjX$6#UsuTj|44Y?sc2=>Q9e7~Uq<x#P0OU^3>1aX0F!VOWy
z@U;B*v3{a6_P1z0^F8w%qGs+mvE;Yd8m9VIfzSt^n|{8-=f}aTDI5aI9iJnEv_s`@
z^D$npU#%#A2eM8nJKxWJY*mWMYsLZ%M5&m>8H~p>*qb0pl8Bi{)r)O|7@nTo4f;n$
zQ&jD(+0oCNrtR~gx8B(m+%?OS{*})le2;ZuOciAD=RBs&o*5RIbMP??sQM5iW*YRu
zIii<A|D$V$K>)c|M2i?=2CT)sem-dAsr1jRmn9?E+W>W&YhS=kXci@_{c|pu<s>2b
zeCGy7DQ?N&&Fdkb1Ki(-2DVg^jP3~ZpcSwlg*m;DkD~r;JHT$}bN@h9W9)(GryOZ3
ze`QrebkG8MCjK1i-P8+PPUL@Sx1N~GWP-39KSCHkTVTO77)_oEE(9{COJe;xv{G!o
ztK8_ZTS-7eWJ&t8<jp|d-0w!*X99BsM&0Vciqba?gP~Os+*8v-zEx?^`xR;>x=Opp
zCs$m`+j)BzjY~IjiLOpdC~4JzN%Lh@RYQZT`qNE<0r7#d+w$4|kaSh`d9yQy@}>@Z
zX!C_s71gqU%{N(9xw8{eB89bvs$5R@jG9_a2J{;pLV~E-wxdeXeY!ptSzIzMen(8{
zTbmD#S^86sgBv#3zqgk+mm@dLjj?NXVqfLQ44vlN+D96<hWYBoa+WafZ=nZ_>S6>P
zU3{(<ShTGASb7|Csn0`9MTFQaeW%X1(=)5|t{60wxYXw{kmV3hoAdQRn<G&AM&|HV
zfuLJNYQx~?3s0rZv&(Qs&vzm9t1_OxLt*a$wUNRIQ4=zCA@|GkA!*fN9<7o5^@<FN
zJSAZCU+8agDj6Ca<VKY5^1k{}yw$qz0FD4Ba~KXUw-SWbyw|&Xl@8B9GHp*vcV{Pj
zlbS=EuxHQhC`9e5ps%_3NWqq6(+X(QM9SFw<YI*2hGM(wH%tQ$#TqloeR4DT+qbX~
ze-Izi=X$wzl@T&6`Ja~_sbR3RvvDHX+V$f|fd%3;icUZ?>BK}ZMN2X1UXHzCmK6_}
zC_Zu1Bd{vjFN%>A&kbWKUFQpdg#>Tr&KRapB5ziTumn1}3jH2dKSm5-_Gssb&qtbu
zO?94ybpO(OD=4m}jo2z~M5RaIb9REs(%e>j-T7&J?mN47fI+h5x(9r}c9U|PqO5Fl
z8>G=qT8)6R@2t;M(xy5a)J`~#+L$VJQcgKgz1>UkkScZ^b^x9)o0OJ-KJET9G%1Ur
zbH2`#9Cbr#0munWm%02K3$XHpq)dOBW!oxs-O2M^&cmQuNy*Jirloww=#0G)1TYi_
zfb&8q+Ci@JL-!{0q)zRAS42i=w6xdn-G#mw7{8ZohFPFXWfd~{MW^$uhrx#r>}5?M
z5!yj(W+z;TmX@X$n*<8-dDNdfm3mM45#3%=GzbVs?_Y*^sqxV>C&e*e<ug@J(gMMr
z{xdOxFDPBZ1cIK*ntFtP(nx+rv0y(ca|j(ON{7xPb<swq8I-cnC_2?wlfx=pC8d&f
z%;il|Bpyi3%PVeb=Y7h0wLMe%wV)l^F}0VU<x(PPZPoLvmQy04yl3)NX)DQ?owb0w
z$76@z9ksoIr+TF`$~==hVDl%jrRKg8?CXvi9(n(iUh*i3<_r2wdJ{dK6*ty!mz7sU
z4$DGQ6Ft5rRxErJCO4AZp`I3SBtjKN0`KmgoaI&WP!|W`DB9QYOoIeg_#|XmMRMKk
zegE9Is{DyrwxX_6oe8o6c3jpgOY;2>r@l9l(U*Tl|2;HPBRh`{+6CW-9DrXM--Ko$
zwSOv2zLEsJWGxaCm|hmr;M;7P^xmC~WXr>R-&lo|B9n2tF|iOwWDh;yP(sk2cOm(P
zLTl-7sRsTa?ZiyvC@Hp^_;#79INwWyM|IwdzFQ{pJ61&N?&aN`yg>sRK&tS+*IRJ5
zCDEMLM?6zn!6CZdskz_wU`~R}JOhC$hj+8g=p{3RXmtE+j1GKRL~7tuEcc51sF5fH
z#PL|?$xDM!^~@QeivXckDVj=N=xjY$hz!-vb&>lpkSW^ma#pRNN!-QWpn@Q+Z-<}_
z$sYO4DZ%5nljfx?u53n@%ju=3J@4XKx^FGK@kaTV?202?%!2lAs5sTnrY-SZltWq+
zVg_=2(R&dv8wD4KJ%`djodFzI^n!fHgOpD9GYoQMvyJR}zLf7hiB*s*7xz*r8xYU>
zYk``3&=?Cjn`Ogl&fe<vR#I>IA3_BK3cjHWml({4pY9G(^Og%DKy<S3ounmstf1~{
zBBsF*f)(7K(4^H;<h;pZ;L1TS=r_3F8L*NTrAQ$6V<i)JI~k>HnHwL?TuDZ$1){tY
z-Q|)?J^i@1)KxqWu<%_F2aal*DefK6t=Tyi)x0Lv!p-{xtJ2Daan;}Z;%LU5WthJ2
zx{ky<-!=l$iXZ?a(F<)VR$5H1D9}dmNyX%1`Im%Io(^QDFGcCrES?eyqB-H3Zv<7(
z*iZ6?8rtLyMmJ_Sy-8emwul(|WV<}qU|m01O8h@;y?0zw!MpAo2wjR4kzPzNBnr}m
z5Tqj{0Rtp}2&gC^g0#?k@6riH4NXcw=}HypQWX$TkY1(tUcLG4yYKnjv(NcEWLPt6
z=AD%_&+~lmnG_UxXTa>l)ZD1Lgx;w(^?*D(tQ=Whkp2Gy3hjvuuV2TR^aV~a)iJ_O
zHay-RELuy8ir4)uO&{hh$V|{Ilj6v0CJ?Mt;_o`oi1}FPm}6X*qQktr1A)%(Q5W{{
zD=Y1r^=o&k7#ax(br(^?!rc~fn80(G8ZLx5r_Ok%nj@%Dx}BaH&da{T0PvITpUK(d
z!%r4G48WmRfN&D-#r@%{m7ky7PoAP+bqrTzudw&vaEl?GOX@|i$ugLdeHL`X)f`@3
z@NyQqDXI^|OZRsHF2ZkQ;xL`g>J=7}!uqeSPaKyja7ohJ3nDU9!o<YstE8~!-ICv7
zKAwkBiGP31AL=<juN3ee__C#qz`cz&d22KBKr-KAlBv@#+7Ov-$6!_ruapjBj8Ra2
zVYTq%&upbgV}6K2+Q@z9DX*{5U!#5IW=RdWI<yh2k_)54AZeruftUZ}1>!5#;+n!I
z{S|BbpQT<A6`{CqgTlsrp#-ZU+01pAEt6x>(e;Gk+q4X7^k^)gH|-6IiY<pK*<TMp
z8S(B6w3TD>LjLb$;YX)h;4gOdk2R09c{<+z;)AbW`<iQ%P(Nn+E2c1{s%*EvE#S77
zRqu!EVk^HFrK*s*QnT*%-WimBnk4<CCWIdrx7n$$5#^YaS0GPjRcT9((%Ta#Zs>Dl
zZEx&PxSd`q_XbhkYy+^g4SSP=9S-==;cs3hg_;F2P9q~T^>^aYo4*>jktXZOLSU+C
zXXp0xp=Z5RkY=(LXS_27=McXhGj^?olj(_8&G@gkp&GU8kZG}1lD4y-C|HJ&ccNzk
z1H!-y>GvORt84q1Y<%o9dk~){Q1##iR`YVzQ0hveL4stkhDh=VSM%Ja{Ie_LUW$)n
zRE)@e2YSreHFaD!H-B`-ujJ8rUp#yAb%mLktpw%tOY?Kj56xE|s~8i@xY+EHvuW(a
zo>iU9{X!3q8`#<{_G1{bS=hoKLEa2vY757<LIoW4hpTYhxn>U_A~#bEZPMuY>7N%z
zJ69!MazK9^qTqZo*D@dP-TXcLVKM`c8<=`u#DWt^kI;QAH87r-nmCE_jPZY1e1k<d
zikAOUvA=C3z5s@gRj?iq>~uMvk9tjyAbWKCmrkEk{YKoS*E^s(onDYsvHz7<iGKV$
zI3$?U2^asQR>7iz_wXLSTHQi<UP+yJwI-Rs@KV2J)E524-+E5>y6KZezc81u%c)N#
zJ@4ZDPS|X&#<Vh{ZoIO;VPcrM;z#yit9CNRew&$3u1c88Rw*8jza;|8GtBVHE?&B+
z`1qO(;c#GV3}8pcr)g}|E+{WpHZuR3zEm})8>=gcKM_nF4V1}z`7j#_d;Q4o3Z}Wl
zN~`9$&nV+847jt^R_Ev$+Xy9R?ytUfg>dU7lsAysnmi5Pf;FYXfHnG=oOib<esSc#
zs&YIo<;#MJdB3?KK&zMXBk+7%_xa~$BzOtQCq)h*G&`)h5+|whd^TnZ<sX8J5G`am
zzJWA@1@Da@!%+%MhjStl9uB^N%7=43uyLieil12J&8zr3CCa>VR(I{WaaQ19N&<;c
z6-WnXt`)frplN|>5*b<BOFt<MjOAfFUR4f!UOC&v=CesS-#btS**8s8{-LEtVBopl
zU)fHo(%#QiJ1|Hxi2g82R$}AO(hKW)##H9yfsXgJZ=#Mh)BUXC#4+#e(IMO2uNoBB
zbdQg{T_p4$Al+|V|24gz9-Xk-NX269(pp)nqQUOjhIFZhnbpm|e&S^Rk9Os74YTs5
zm9oe>AK+ekB)~4SZqD8KsqKX~+={LAT0>&)q~CBOT{9KUs?uOK(GGZ(S0H0=4$ZVE
zl9wkZd5DiqSZxMa?)S-oxCR5>U&jA<7nhNzS*(~3u}mpy2pPC0jKnsA3r{mAG;M+=
zeDBrS?469M>S?||Z;4l|*c$tOhJEQKG-Rj=bzG&pn1P1xesv~+^9mDdcWumBjxo$u
z_bcX`2nWM5Rt+|ra01asTf8Q@P8h3f-H;db4-h;L_n8UCpUj#zifpbvQn^OYqbj($
z042wb@S9wDMaIr>%vE|X*tZ8&HCT@nT^hS*@3P4man9d=tWaJ)*NB*U*g4N#08*73
zz5JqEme3xY?V^X!Yzi>*50`m*b)vYG%I9t`ebpUm;iGra8K+D*od;Soffb`{y3884
z`hFKurB{u)yxk!ggpya?TaH<^>zQL5#pku#+SZ=?gwEu*!{J6U^Sy*TrY{__YQF{?
zYJ$JI&zU@W`qJuAme_4GXIh;gaLmkt<=qInjjbLez<o6GHH??{mBk9@@kyL#;+?$9
zUELl(*R^NyHb}P`Ea!M6p7wph=Mu<59y#z~r%AxH*zt2_4dZ9tT7Gn82KvSGr1z?{
zx0p)R$1wBLezXGF$?ac1`42rRqZtw}6EKnq6IqbjJ?xr9vRNj$ug-%rYq{FJIAqt3
zj(pL4G<O@kp6;HPz3%hA=LHo_=+zYpmZ={zlJK6_gP%HSh#@Gi-L)G^w{oM?ZB8l}
zq^TXmvaL!u(`3`OIlP&xDJlD`7No~iVDju<rQ*!sV6d)Tbv|Ob&!?nus&3A}#2+Gd
zCA_tG+L<q&nF;oZGW04bDgI@aV)>rEP!XCZM7Yz5BR41iBd-8&7y~USYr>-I;n>E5
zTCc~4k$aR)-D`1WR>MW9OLr{&f7aMa6}gO-pel=64Px<x9z&5Xhfb6)H53KyId4y4
zAQn$IEEM(l-*;Flnn;?){<>jk-CKl7sw%qwtt<WX8g$9%eZE-dW7FtcSi*b5Oc9Ux
zJFKv!e}H%apJ6dg%iq(bd-r?A#|wt87CGBqsd`HqH5g6cj^nia0(F&b6DAaP;Rnh&
zNc2*apSs4cC;px{TKs;Ybg)!hSY$Y_OF}wWRrJz}i`;r#esMnx`r*ePCP-JwC;D&S
z^3g1+?s|l_otTWZucNOTT<RHaF)clG=TxCqWhaP+1{zQ$0B!=>10qOUv06_3{(3xj
zj*wfgZS=9G;#PfnDNr;WtcL?diTY;Rz7!9a56EA0{#&L;Hn_X>s4d7#jiu(>Rfvbk
z_2o7Fg^2DMvPzi@8?^n9&$n?eW??IK5y9Xrwen3KPB^XY<=}+X;%ORx8j)ZIZ&+m3
z4;N&z8GC#xr}24YsBXi6M~|k<hnTCDP$pr(N#^QR0@#x8nGgWb`QTC^?$+QJT+vuc
zmmI%{)rS<e>|biIa1~t4ZFm6@5UbNTYUc5iSljzr^^X=0M*}ve`Wt8yRuHB|J_g$n
z7fE?3K<XDsV{dZDrm>3}3k6Gk^b`S=ULsNmSUlLw5SM?uG>08V`XCA*D_Rm12CAeg
z`CsOvzBc_RHu@VZVgyTK4F)>u66S4q&x-6Z1Q7)y6$#0G<RSl{jw{IkP00PFk(?C;
zUbxWh904sSr<ds!{u*tL{PosQ=_4Qi{wKZ2;p!nG<BEDW)jT(?1C3aG#K_4)fMiFt
z1``#K2LM4X`t)m?qPqItTWKWSwwy4d)OqK7Q+2@j=0lFdO_!bS{(!|MiiaFA2fTu*
zlg>W>07@ZYYH!wRhU5PtoUV0*pKPqvZLCxr96P=7_iw1vm6SauihKQb^vO)UdETh9
zE|Fs9-`FIC-xZ7qAW?8O?<??G@AfIWuk4-{5zXCzBSW+YJJa*cA{DDFX6KFXSkK|e
zrNaIF3$NX_p!3f|`n|pSei9j`{Lah@>(WgN{v?NYOM!9H89PI(ntodC3z<u$ZDChp
z4#pQ_md>~Rb7wqhs^wOOmNF;9FQl_@(;-`@v$G~wvcju}Mo@|<h{jpWMtRr%rO*CW
zV*oP{S{5-Udmb<n#*p5>RJ%69|HT3hTx&M0l&tN;uVj2VcklGIE`m7FpG`Y9`bo^v
z%x{8_$Hwg&rF5Jly^Evgep<7wt5aY3!Z-#t;qSjXAlSn0Cx-Qe1|?jlUlbMf^3(f?
z7kEPP>^DmTPCLG0e6jX?P|N;^iUl)4WeT>O=U!Pkb^|W$&)v;oro*bTTbwnoWA6`U
zdkm|-d$x?Xe?udS;7EKW%F00Nq?JeC+VQpb@00Kk2k*eY3!{4`;^O^tb;nKKdJ#oB
zf#zpzXhAg(EN9>ooZh?%ipqRpse;xo-hX^!zyHcxG3SpCz3ev52Caw8)ta@tdUO}V
z;kxy69^-HmDTA?rGEX>jbF~*CX+ihK_?Iqy=Npk6r=QY$QvWoIyizF4Q5uZ*tRK$H
zLkOi*KC@PM(b9Ym#YsL7pdg(L(p`eLqJnw7Hx|_^F1aOAn9i#BZ!XCCCgpO)e{h^V
z01nSsZ<BfC_wZuY<;sZ{7AvilRgMPB($^`ASi6!~>#^lBh(IKB`EswLOlhAm8YL7G
zMoDqw&4FP2HtmISJX`QJYA`Dsolx*?J9hxTDzfn>S7}}XQYbIvss<}biZ0G*SAhU6
zc0c9w*E-mn4}P~QIZ~)7c^r^N)BDPP@7QstWo!5H9u3aVXKSc-<HT1<5iS$}s!pT*
z{Y_=xxXpb~t80aQ#V3Tbw&j_Xkl*n9-nsV<ky$LHT(JGp%$mw8E{S$~ss~j1#X0@X
z<tvSqOI&}#T2behM(IdER+ZfP<s*P+MtLO$fV+MJMW!tmsyoI%==4VjRtYv=)oeQH
zGZq0`PddzEoAx+<GJM(|B5sVw1>7K8(w=T87a)ksmt=u^t$%Hnuk}^dCi0iA)cu@u
zZboQgOlxsLP3H!x%kI4U2i!lO+CB}WvQWCYuGmMDegr$(KN3Z^9P{thJYjr&NgeR{
zGF>|Nc<6HWbS?l-e7JLFpwvG+uLQAs&;nw0a2Z-uRXAlPmCw_TWgPkw$<lznQ6GRu
ztPArO=Femjxr1DvWJ_W|bJ=0m5RGd9Pr!t-nK29ZH~)WtIdV&b^a3~6t*D56>h;Ws
ze}K)9f=O?Wl@69F_4Nzovt)PKHpp4V&p_$8rgF*sJ`b{*@V|RV(hor>$0~0MmfpS<
zGuITb0~55~0kg0hL0jDfH*4f3App{4&{54gG4r^SCt%K?v47GeU`g6yA+M0-dA+kr
zpZjJ1#=yBB#Y|Vz%)>L?mH*Y=^_aQF<ijGrtPfQ2?6Ru#aCnHDoqzRlzh7tD2pPl<
zQ?}kA3$pucJ6k3KT<Uf;$L9~3@wL-@+}F<;$Y-t>64qKfq>HwLZ$Uf6hpmmjo_^X<
z^ws$TDpjt1>@#0>iJSE2-KyaxXFVC7DI>w2Zz}0{lY}NMDRyp5Zd6b6@BAMFrp*1#
zC#%YI{ao-Yne&OP{KY#D3;w=<Pw8aBInh_pw&~9yI^z7VT{c!qmGn4wa^0gQV5p4d
z{yzX^(^!BG_s?@1a!l<7-u#~RwbL^4;9jEdX0aQoVD4Ivihru;V5V-sobcBU_<abl
z{)1^c`SAzg!7X!E?m*+DTBFMA9ed_v`E>i^1!=z}L$D+3h-HNHN(cVQ(#FFxC6)g3
zrQ1o;u|*^JmQ&M+3%Ql1|8$M~iFZJsb61~q{GTHS{O)Dn(*Jkw3K*9!$-*-7<SdVq
zjz0MZX#a4L_4HyWRpn%8v)Mm;JUhN{x`xZ2JaEf^GV;a1A%M&NFWyK006iY$<M015
zEn8~)ZY?U?lKvcj3O#;X8TW_mrEnXMu@*dKCM*4SD$dCFet=%-rd=_BypVEBr$YV#
zVyDQhT>J0Io&2B4-2(5sMOG28kq-TB7zA$Gy{9K1dwnMEPXt&yBjU2HL40;fzgRw<
zC(uT{7EN+WfF3=AILT5@L25U)S5^M!Bw`nQ`A{;{)+((hQat&_7wAJneD!b2<Oc;}
z`q10(#5#=+!Ha0X{8WLgiu@R8w?1vLD1Sw1N4Il+dl|X51DOf?+bQ|8@6zqD+&2U+
zX_*Zo_n>Ohgx_BIPra>%$*YpeUA=iIkx-{^>X1{zw%!Sh)DBZolC{G#@V**~rDssE
z$mY6mJujcQ^SEI?rN4PPO};J2+syu_ST__M%!h-i2pfZhmdZPumm1~zIZpatH)q*j
z{59|$#FRvdXe@Y;tyI(Oq>Q8JTva@wE|4u-6JJiNU=i@(P_YIQ?Y#7O?1>bXM1v-{
zkOg(+9-W=?g7M5MDHOwknKukx%G`7XJtL`~Jg3_0`KuSN4|NgmhQ<6oTlF9pW3WSb
zYuZS~+DIgx>%^L$(m;y7(~N1aQLgVqV9Vm$H~qq?>*9jI%bO{Fdpy7MjuYRxjJajv
zOorYM6HDG&h5LQT;o;~g>Q{~X*dg}KjC6AA?cihgWQ^%C^yT{uVjJcv;A|A$3<S?R
z)3~1yckB_Oth5hgxh><<sa)Q?`Q{;%=z5k%GUcuX^V`X*D6E7na$kg>g^cgea-Xxz
z5A58Ke`soWqmBV>pc(PbNV@tirON<oIjHnlvD|`M_?(abQ`VDgB5VB9uR{wy+q+}V
z=S8;*`Odn#`y?B^_d923mWCo;hpd70t1sP8xTGZM3^-0*gJv`A&q(uqqZd^781{rS
zt&g8A#@a|RM!D7_#Oi~v!9<O>qB`zLv)zaob|x<f_!h(^=nj0(>+rGX#KN?2ot(S=
z$<B9}Uzh{WhSdEggJMa8lxwGXwUuw*QB-ILDRxY{-xe*){ccZZV(cVhr2_s#x)cdm
zC$E~#H=mf9WeXlJZQmH5@YS4@n~t`%cYX%DVW+0!ZCY$`{}#reC+YTW19`7=`55B>
z?r+`!b4HE*!Q|>(TnvySmm6zHweqJo<Bj7Ue17BwTkMx*Q5N-1)Q;|l(#C|K?%Blj
zN>)S}(|^~}u)g?t-Lr_b*9`OUGW|pHUu#g3D_~Ur1B2e$0A43w>6PjDrsI_OPYXnH
z&DK}^2UuSFWdAAa+&Z9__kSxC|L-nVo+%xDNdCVcFS0zzNy@};Z(_S{yz{t<-?{8F
z4-mg#5mer}C1^d0)ZdY|qRRXS_*6O_7qFYL&%LoS^8c?p|J__ExjEgjibLPR8BcP_
zIQ~z`7?azdn&k6Uw(bA3&&(3_5u&%MY(3c|kabkoq>K5VRi~9)br$?SG+EEC%suZ_
zK7a7VqhII6<n&61U=?otf~!C39aMhht>16CQNCnHI|?E8Aqao1)ScsNmqVxKeerYu
zH9j=t@fkWS^vha-Ka6_E3mFvY%l6mMLn`a4FME<DivKA`OThMT1Pt@^r_HZBJD2?y
z|CjDOk&Y&J;Xh^c9sAsiE&$O=uapqzZ(GxG#uqm#KW}+KF6?vF<h|A`IZ!cmiCgK7
z48{5J|GXM%^40X8qXPo@$(zY-zdqU{1=4>uv_@+OIo+{0Gt?#(b1ynt-NEg3Nfgud
zh2--Ns{h-~VkSSslvPPLGvEr3-&Cl;J1op{<>6fa0NGLUeWQG~O2b<K1~_?cJ!sMU
z?nAI-iOQjvuusCc)Bc}*%j(7a*+iT-Jx$}Q4O}_H`2wKcv{CP_D>$x?h+=dv{^U?u
z46lyobn*yRftr~y_b|p_rpG+BDY1&0!|KV)G^llEt^e$V4FB6ssC3*XboC6|07%k0
z|68mR*ECsbjtDx6rPakx9}6f6R^4d^3}vyqbNw3NI=boKw9h$CPH!9iuil3J=Lze7
z?O}U#$i5|)Rqua*Cki=)5)p@Dso$5UL5PajcgV?a)^?D|E@3ogDej~5En^0&I+i@f
z(3CTTVS;-P;W1WC%}K>tQT>llm|Mr>ld3dT(6h~3NN_@iay?pwHXFbkg`D@{D+!I_
zxxzicr1P}vH517GA}^0~Zq=R(k=k_B$GDG;m_Uc$m5l-ZL>sSFS}IL(jQ8bYPSjuX
z#?8|{mp!o`3LN8A5FXUkShH7G*vJs^^QQ$hJ)x#y0}Rh&ZnL3*ML@gF_pS*5Ma0r<
zCL^T-#J*ZK9Z1-%i}PH**)7^LfgVH})x5L+#k8}TrdK7pKMt|)pym5@S041|d9i4Q
zEzYXy&dj|qxf}>L6m>8ixG5(@Ha=RxDG;hytOOlBeHS1kqtQB!isNEN%dcg^J3iIp
zLV%H~{jtezUF6^et)g!SRa$NlLPsSet6`{@i@Q%^)(6h(fI(5Qj(?Jz>wa1ft_%gI
zJyt@GscF)~unooDB0?!8T4*e4K8eddJIzY8I)(9bkF%i1PZSkZ^|bC3+(U44pi;6E
z^3=4RH8dv=n3D$<0c{56d*IuGioRK)kL@TgR*rhtzR%L?-Eji2zv_F-zx_O!wY*>s
zH8|T*bm#NuGK}IvCC{GrOE~x=IyI+SPb!Jqsnei0d{&-(DuuHoLuL16{I=p~+#&ZU
zCR`zkT0^UfivGT?Y7Dz>HbANpFDS-G;6yPALENaARl2-9-^Qe}$*?bA+Fj~o_qZf%
zv&4pjdsVkw`K0C@`K-y#MFKvvj*EY%19t0YPwN}JE>oqcQFvFM<_u*88B<Kf|Ec+o
zgop@ZFo9^R-(yrP5DE+>{Zu9o!+XnyQIVQSyNtdF&IA<iItR^+c~)o073kpHjl=4|
zc3by!$-?qxH``(Kr;iZuLBH=#jzZAH5^yo*l8=e~MJ+aXcM2Su&n$9hVILsUUgqBh
zRIKHyNo0b%-+RO!9o@XEN6-L=r1@qC)_8M#2B@o3KT=vIck0qah_`##*S^Qm$GfYU
zO1O4LL5zV~MJ#=3Qasq*G#`TH0pa8QnsFpFrj$Y%iuqFFIdPRuR*gMDO)oS9s?x_s
zvtXIAm$*vk?Zs6-r{#mV$)2rX<JI!LK6+ZtU-CzCb@D0K7M^|YbwtFmRc8R5G<&q4
zKJ|gfkH%f!a$GzwH+>H3HwI0mf41SdUnczx_Nx{&he+^~VpfQM(iHJx3>S1CMvtb+
zzg-B14Ea@}ngKqYAnto^FTh$=Y^Q&0l)ZGdgxp8H9LjD%vH=?*iA}u7XDOuK=LY8C
zEdxoUw=l(n>pUvArpY<}KyzK!X7;=-&d*bKiX``Tlknf1`?}O$Lup~Kp7U>{bL~D=
zP&o)-KfF`+R<}Wog93K+PL;c3iN}SUEfHZ(4&BE`hKW*M9miNW;t!2b^1LFqU?6$2
z6?>Bw1Fz$;mAWRNrb_EP*y==cYy@bYaBV)Ai99<v-!9MXV|-~R^V(E5O@aH=C|GGu
zx(+f0SlDkhK)3_>D`oF7wVI2hJyv7<7HDdo<Qp10B(hH+tUau+e$$5~iuD!oIopep
zs!92>`Mvmxb^OQ?H>^d6)G}HKxh(DO$iKSU5lVHtxI`O<cYuB?xsS$nV^dMxF#T23
zS|&X&_fYA`rLkFsi%YQzYhE)?`jAcIF%OAXUmuT2<8%`(QT5U{GRiL|6c#Qi(nE^6
zz_SBR*cE|oDkv3`VxOwQMxdPhRvbl``6}1Aq9$si5!qi>?++>C*Q*j!g{q+mnq)Ff
z=aXsR&RR=&;!Ub|8V{Cm_L#JUJN7Eg9dGWyDf#Wd`Dpz|qI75}gQ{x)N`HCzQHy)7
zu6cPfUDOE-M_9Mwjg&%aCT`FqIuMG{Dw=^2cd-SgM|&Z{Etlf6pUJ;czo4cA8nZdH
z>WQ{tVMOy7^R4Oae*g(jrK|uxnxD^a%8fcJf>PpAD^_`p0n5fzmQ3J{wP{7!W7p$l
zRis`EZ4TAdvhS7w--hZ08ho)`AZ{=)s0kPQRTF;_N2T^$W932lP=0o?yzrtJ%0B!p
zwL{|ykcV4EoIg6Q8wrC_wNfa8eM@|_Kt2Zz>{D6X@5igSyJ4@dPih;t=Jg7dM0P9q
zum1xyB$cSt@WTKnaWWj&PB0k1k!b|c?Y_1i8cRqFOdSAFFy#n|&>`v2DrzbKW*S47
z>Jo1}hnU23TOIRN)}q#&2rH$8B#!eiKvhV>m~S=K^>avzxsyPPF>Usy&x{4x4%fxq
zY0+vcE;cf7US0qQ?T+0lrgW{!9pL{?b~B5Lx~&ZO>XMc^Tg&OWxz}O>Qm5W*jPu!&
zu#yBj)oFyYX8Y`Y_1U1HMvrNQ^6)&kS{0f0g8vo<nXnPq3tfbE4^;vnxG>=PqgmhW
zz!#v>(<fBxt{FO*PjRti+%s;;`YFslBzExk>{7T~-xL-j`Q_are1`qiL!Ckk9<=MC
z!d6|&^in3(y@E^+qkLgr*+GMZ?C>Nyl|Ncj0P_WYH2LSsPJ6lZ<pGy`vxs>DMN40-
z{60@LzZO+gRPA^%{q$cYQ+OmOVQR>e4R!F^M0S|bRwo=O*6jzUb=pf8T6exnmO7iq
zIJmEM;*^Yt*VUT2DLUSGz!e#Y_8OZ$g^6V5(oDICHQ)}2R;Z9E2z&tV>MRY20M4kn
zn^oT^xrOFLPwf6ILRys@%=Jmp5P-3!*PbaN`PgU*ZbHhw>)da;P0t`p^B@qgwt32X
zRgRWsEqy~awXa&Z4pw%yL?1VXhOWc0L$>O|`7hL$#gi~jZI*r;y=1%@CJpMk7?gn4
z_?saV!^qK#Wz#%c?qFV-1}*9zO}?!$>UpQycDvfyw{SghNGvG!b2VYX(#j;IvGhuu
zT6DSY5bq&(ADPF~-&;cy;gDgDncIOB@XZasr~3{7s6~d<ZO4D%=4=VRsnQ}olxGd3
zyth4|+n&Gdi~`cyTMU8Xa!#d!MCx<B;GnaQv&z!xi&|V<&0CFaB1$jU;zG>v@!uEX
zXGaPq>>}9mMT9{xVGzJ?&V4Ir#Q)-0>GJTbk$osJDr@#SawWfnhf(0;p^rr3Vpr0j
zwV3wBz8;+e;xl7--aRzu-{PxsqEwW$fWhzg^F{88zK!$yRdctBQc42-o~FZ3ZKv^g
zK1}r`E(Z#hZRLHIKnK@GwWd^4{QgU#-!$^rYBnOHU*v_B3h=?Qw6nG6mwbW&{<ZhH
z)2XZ?U#ryMy4KwnL%{9W%Z12SXQT9lE`@-JqGzUuaPDcqe0*lhEwD(+9kM*t=4rFv
z4-J9b0J9it^D8E@tzVLy6i&0^Pj<@PAO*!UnIS^J?fuJ$kgXxd#@d&FwHwVB5Q~zo
zrDtKcUs!6q|0RgS<Tz)%*3~pMLf_@qow3*q>=o83gaOahLpPDDbX&D8C$60Za%2G;
zZ-2sq?PC~>b4L8b165lT7W3G|_~pW_()303&3XNC@IuvH=oo+<oE7jS?A~0nf;GLq
z9tdD*L1p1U;U#w#6i{w$C$CRWW0zQaW80BdyS=MZd@5uyett+WqAk`nkC@RXIbt!v
zUoIWrI~#{6b-7&DS8ahI<~qnp_`Tp22n2&~QYG%Zw_M1;gBqlmUC9Dreip)-d2CHH
zm1R)Pl{G;N!mN;k{cnhVb~3*QU+lJQX7Yw86jLTvlNNh8(Ds30+=-n8K4m(bkwR-d
zX>8IRaiGyiXg*94=e8@5KGl{I)KnYLV~x1dPWkXCii@kyV?LM>lw_JZ{WSsj1Cc@N
z>p<qOAM~-5J)v7=y6j^D)Q;@0JV(UU&#TRh14rb?7kthu4o=R0)3rtnFx6YY$-4zd
zWCTJWA<G9K7HUE3{1us4$VarHUrEmF#B+yHYWxoD0)Bsib(Yd}N+q^*NGDfp;#;3-
zK7Zk!p7`0gBNM;GhVSodhW30u0?fE>HR%Rzv`n^<A5740SFmmaHZMmDp{TgQ+*?L;
zT(_(|`6Yu@*IE?HALiU=dtb)i(0_ZrREtPpA6KO7!!JAHqIYLaH-%*KVKKaTQMY`K
zGeynpF%F3`PcbM;1QGsT(^(ex%<twzUYzf`STKh_=v90KG)rB=K3MRswMq|C({+(f
z@2GwWD*R||%erEJe)bWFTC_#~(Gev|fze9nnL=`&xwWr-;vc7iY}><!`yq9^sX2|h
zdUP!<E#3SQax*;914vT`p&0fe2%PJngQ8=pPGLK7uV%WFDa=_B?BzH0dnI<Fb(lz%
zw=O}PvC^^=&4`n7MvXf(_^PE&aSpzA0Ed)(%G+4g>~zRp@P!|z<eRvIFht-gy5by>
zmBmeTz^%%zOP4EUWwn*jWcAZg@ZP_yC>~`=oHk=*sa{2<w>c*N1K3S*`?5SnQ8S!~
zF$fC4#rZs>3M-R*PO!8|Gi&8W+S=20VUX$x7jO_E5I^7!nvJ_lkL_$^8+~Ya3*LOp
z;<;2-ui)4k!sC5ns=EO8<D+jpr7xE(XxJZ4kD<Xwm>BV^{rm@DRt4<$F-zpsJonkD
zR3i#G#GOoY(H=~fYIS|98IR!zkDf-!51wizXLN3k2^$NtsrHSI+jG|LMr+s4-)4%Y
z!-4)zwF|1zgNDM=`OXj15w8k&k7qH)fhvi3mtJ*AP*I#GGeL%!cI|IwHwK#|3({8z
zDW^rY9PrMs#n+Z35M*QG@#R?eW%9$3(w9xtcn$wGX5`UZx`a`xl+W2tv>#9mROc0B
zb30`un4<^=<lW~2*>{rmW|dB!E;)XAR?uuBzvAPP3|c&SewPi!YoU-#B%V4BDQZsA
z(9fIaU!%wiYNVGRw?7i>RK#~mEK_YHSIZvsxi@c0u62AHUJ;h>e{iY%=DaCfb@|25
z?Ny~E>KRYf3~`-y%;A`8{B0-w9)iF8>CybsgO2Iu(}PQ|Q#<(Cv^lfNDf{rba@t~Z
zfqAzV^*}7^U<oW?cA!T$z|WX!;|Q0+=ep8zwDNLzMQ$-5xaG#g`$6T<A2Uz$kJbWB
zG{1p(Fsi&9$rD#;n5W~1Lei7h;t1s_+&{~&nx>EXr5*t(92}--o#p`Cw7~cv*X1an
z+J`%_Lv=4;hRGFxh{ya=Qh^?86QDiIrpnZ-Kf(Fo$z;n>Kv+ff)Q4eRH~W_TkyG9N
zy%>4f&)=VnWC(dj0+_!FtIfOD;m}E>d2ImgSkRlR>LH~D%glr&D;h#hpwoLN&p{KI
z?q|~iW$t4J$ZhQIP=ugsS6ng5WE-C%qGBJ?xbj5em0Cz_$%A74)G&@hi-Ejg#AQY6
zvP=|Ef3b;p?oVR_Q04t`ib;GqynMGqY4Dvei%5qNJvEG){92zyFQ;01`*^3tvYI`l
zQ6}?@zj-ZjZxya^@kI{J{WcY52h3nMxnkS_pihXslNXnJ6yevUcpz@-9G$kLliSmR
z*30v;yek^a@qW%AZ46+69Gq#HjRxB|+f&()kbtL7_AlFlUm)YG-$X9fDyf_Du~Cu}
zHi{Qq`|v{~{c72*<8uaMAxf1#41R<+wj!}wI_@i6;=#>VQEpuyUStm;ac^gDeTTl}
zdu6J{4C3Y<jsaFEvH(ogUq8}Jp$4<yRl<O=yON0qLR&+Dq5?16PQ0cryl1x)nC7O0
zd3$`zWJmf*!$nqFWa&3xy3|APL1TkoM-@L%f7~cBiKU(F@Zl4j?{sSA0rYqY9BHO2
zS%i8FYt_fZM}dZ7*@Y3Q!>%IX&GKj|K9}sC5n_^i7nk6J-s-czO3wbi<pY{E2rh{m
zlZ-!3HhxPEXjy@z1ObG6lzn+hVc|Z5k*knEgb12nhPboWe+1O2oUkM=NEBaNdTwUi
zQ5;mO;3SCZqgfj8Z|e1zLju?*g%<pkS6a>GQJm6j9B#u7sK`q)9VC1OX}8L7R0AQ$
zK2*R)mjH}GSvqd>ZfKK~vw@+Ni4`{yb3Qk83;G`*XWgSOgh5cL!N~~wUV?5}QPZRE
z%)T|@-amk;U}>f?n_U)T>vPo`RCJQ~d;Mk}x|Q-tzQ>#F<y>xAQ9Z$&G*fwTQ^c3m
z<xU)Fw9i8dS=WX@$MNKpA)_Fod2*vJ>1lkI$3FMWt$2B2K5W7bgOOXQmhEGvb!k(H
zMGc!B1RdU8gwVc*O5{FALPc)Q<JkdGCw<g}A{b9_lAmEUemuKxRADP_@^~7et4Dsr
z0A{XTS!JQLi8UaVptPAvQiqC0@@84bkZ>6Om#By$OFbrc08C_NewubaRLw%>ZD^i_
zL7326Z%*ZH+!aLT(14gFnD46W?AWV=tUh_;H6RlOnhnQlArvT{>^0o=bq<28u(Q=E
z5;aRHsZAI<TI_k6I=UR-o_yA6prtZ~g4ln`q`u(`v!Tl`f6)#9Wk4L)R!37Uv_^g|
z5)}$m@3%E3zh}cW%R6X)ybWK^L-$egfaMnBy6h7uv4nXZQ*!wJ!ZvGa3)IwBZBUK@
zMb@?Y@^7osDzfNL2R`}D_x;4}($hJRm2==n;O8r*_NsE#?==p+j`HB7y!!dg!c{Ce
zeFQR_85j`CNEI8{$ye#^ej&Knfj=tnSyyQ}KU_OFaq^W}33x0!Z1(P1Xkik4)eM{Y
z3NWLg3}4sLjVY<5^$ieCo?dkq6u8^n!h2b9L8A!oj~uV=Y-)ojc5*Mf?|1gDoO@E8
z>^Di~dHJQcY4njYg0tgUdM0ugc@msuJ0$luV(bDG`<I#zZBuC2t_t8v@)8%3^nUNN
z)W&nnDP_5U{LXOdWa7EY$<p!8WVO-EEn_SX#(5SsNUumS4w;eiW@Pi!ZK{X>J_BqV
zTu0c-P4u-<UcU)`58MWlYYlq>XC9?4ZUJGY>9L$5e9!%XIBdW8fi@HzINZ+pM4y*P
zNXZ={Q+b*weE+8FvsP9?%uhS$A*G?#lPy4=Ao#M!42+OpSY%n4gzARKueF{l1$dkv
z{&DF@RahIsDn5tw>u@Qx|4zsrqF@B5Wmx79%=tidWekV`6N?J&GquT$sN)03{LabF
zK4KnpyQm||NGr7p;!i>#`$s?p6ZF@#2r|gmJSI*wHN1nX9tsgWqDDSGEsqslni;kF
zXDhC=2c&W`1S<GxjP7TZ=?7W}C3(B|>&DNxj5tizo{h}6BpGTY1o9n@xqRTdLcuoL
zZxL89spgZBs<J`E*XF`!elZxxw>%OSQwl{2xxwPLQfENERMghhKET4P(x0c^Tdbkb
z#GA+l)wR#fOXuA!Pev8I%}?=rBL|mFcgpxD<Ap==56$eB-Vb1PhhsY*cTCWB53|QL
zMV>l+8C6Lfj>i?8*RO<MNq$B5HSeWr@?zi6fW?*|mLoS`sPLmX8$HB7km(4%(nO-U
z3Qe*u4h4*hPOgY&FiK_SW8m%p<~DFfU_VW3E={DG=r?H?#TD&eT5lO_@^3v`zYV9O
zR#fi;e=J~=PD*AS_;I1sWI5{`>ySWKS=Qqg^|ijEmgdKedzMjmYtp!@gv1I(fn@#v
zW^nvh?kc8+PJobQKBP&$>fw|P>+^hxq928+v*m^)#k)#X&m0k2hGjzR<=ic|@gx7W
zFi4q?$Zwrf#5A_Zpyg2()s8H&dTW2u$U*t(Hjwn)rB>0=!IZfco12sL{BGk<p7z*m
z`a#Tly|t)SLT!dZ1RJyaGW|+0eu&qia2{KbLafYVLk*9`A(nVJ={oHRME7<0Y7A9K
zwM<OnkdWj4slWWZ-BJ#}^vS8WKt{zmJ8Os_VS|(=9QQ;U-4PM4r8kGBR}2(JbB%5h
z)}`Yl^`D?bpu<FKQAAMxgQ2XTjT$ot&q)-+H1CXgg8TGN*V>T7xh=yxlnDwQsSsPv
zd}g5_7^nQ9za%%HN9jDAk3)|AWckj5qM~Cg&oD=JrKY>E#=*3ZbyL|$?C#wp6sV?c
z#5W{fMG>RGtVE9~q$(!6Wv(E>=WZ7A#|!)OxfrPiaE{Hx%h#>d`}7b+f29mKOJAEs
zHt%V`JysvqJf`~_y;$ovBLs`Ld)a{;nhTD@z86ZgI~yH8(_vW7y<izXjgnvBq-;bE
zVWXt&rx2s#7NrDSR>#<0Cha=3CPQggxRB#EbC1^}QDpZdA_z1TD0NXW$hl^PM7A;@
z#e^YB^WOi_eDh1;>(*M%8@}p{J1&L+f(j1#>bqo5ccVHsb+Eo2Hx?s9^Z0HZ#gjnP
z2b63WC)c1r8p*`^!RD8BXAg5a%eR82$0akrMwkKc+p|rAu3$!h3dA8hZu}B*ywR4^
zE8Ck@{pr_DqU>?hmjn0&pFPp(u&G_QY+w#TPmXDh4b==>Ih6S7AnxNaen7mWU0Ic6
zja<%(Yr9a0*SWmMb3?NE$a|~NPg&h%t%mX^?+n74q`$qt>HpQwfor;d_VhXZ*|C3m
z*%n7bLJCxO5AiFMG^q}~92v@$HCl_67*%)s%cJHdrXv+9jYG5PCXKt0l|d=#j1i`;
zY$?L`!7=$NfjPr`)+qj#>DkU~87(UFJiZ0KK$pbW!|7TOmB6{`7OMamtLxb9eYzON
zmc>&&uWi_^8X7*!Gi$GE*H8LPc_aGWGsmdgN!^(#Irhm=2Ax<2^Z>C0fh9*KXarH-
zrUxV_yW8F9u#Yjh6ihEUR0X%D4hZZdFeKL|il|Vc*d)yW!NnVel+vs8-N2#j<I|m?
zxWVin1v<%;xol*;gc(liy^dAaU~WT5*ylYK5$4b3-uW-7Ec_>&_%8)BCj;VVJ1U5U
zdLhN_Oy;q7WGnbck04h=fN$;GLCCBo;`|ohlxy|iQ3tlzF|L!eHowZesNyE%cHX4i
zw$^5aSS-b@UW@$IV+S98fzHY|0(FVhyblEzVzl3A-;s4Yd4sc{rxI3Ko0TT05gyX2
zWg7s5xNp({CSFL$N`|R%E`+|(V<Qv>8liwN3aNa)=Fq%rtYAhVuN>3+h!6vw?eo76
zBm<c_sxYp!t_w?a;opOi{{WGcnmOs2A>*q`0cEqT9Vd0f`de50-Z%Xz?~PT%FsL1{
z{_Vj!(cyCF(06^htmqi%O;Q<b(;gHWk|Zh981AdRS{)dE`J<?l6VpCJ$rieF%cMLM
z0>dWJXt92S-8V!N{(KKtvA?SI8Y-gcXvL<cxdPa7)Se-rb8^r|0IyblH(6>nLcXXX
zHt6O90&?KVsDHP@>I3DsM@Qm(d)IZph;eRm26n68HGSe@m#<+xc^G-^jSaRU$@rxM
ztw5k(3dmV@TzRCZvy;~sfk!F7P`>?abYeQ%f&TMy4gZKrF>XlQbk%{0Ot-m9rNWX^
z!!ciW6IA4eL}|yLh`tn+<!n+3_~YY7JhPgoM)RBI4}SQRvU?@rn|#Qy<KM&)zi^`r
zy#a<dN#@jCRNuKce_!CA)N!wJ<b?)izbir^^(nzG^hQ~}nrf62%~`rE_WG0s6bdBu
zR)`laYb)nx+lz9P&9O&$kKOLa_NOtYplq~iub9<;%;saGf60Gp=>R$m%iww;mUTmw
zt95mRDy>q}1Lr#WxtwBuq<U1pL+2!}TYn#TIhVY<`%NcGV6TLfF<kbREoTSBLK2#L
zBYVwRDv23pNE7V6cxNcr@~UKln}tAT-8~K0)<<~zQ0RRa)+xaNg_0i+z)Z&%|6Snw
zZA(BeKaYQqcSF%Iftz&Gkuc-V>uK7XA^xfle#O#uk1c}&3Waya-+foT7J(~Le_p&O
zFA33(W7U35laePb+|hii;9F#+Q-+8}3ZL6O1M`nN*Hmtza4%MaZwG|I$Rx<;2M;}t
z(bu3aD2)QKfogG<0c=ScZahE2wx`=aZK7sj5stqt^G);ZaW9~iioVTLfrw25+IFWG
zUM~3D%ldChsWg<aCZDtlihxBh2g|=xT+`6qo^WRN#18EbhD%A-h96v9M#h$UlUJ$*
zye!DKp6TnA*QU&wjakhHbDLT>tbhfE0;VZozcCB$lRvbRPOA`v%FS`A+vi&ftRa$C
zD&{ZzX6>{NbgXUN?voq>aW+ZZ`V)*1`<qV1B4&OZ+TyZX6K+vU%FgdpZ1Px}v_2Rj
z*D#|K9s1;0q<LNHXGGtf9graZsrN?334ULzdu8X0BpBGgJ+n!$Gs@|s)DpX`o3Vco
zx}_&$LuImx3+;+ZhoVM~U00pV%hqLFQkNexX)IZNFKG$>11v4Lfz7)Eb_}|0q3k)c
zgnyi`)mi?>fMzE~+@<PmQVTaX)VpB9%8iyGCU2b>5|UJ<r5N#KM%4AxB0gL>Tj8AU
z9I>5~C<hyzd^M~wX6{<vII7zY8{obE=QDCw-o*ryw-1+c-Yn+eoY%}A8Z*Wk4c~GO
z9S}95OfWOM{uGM@@H-T)OQE`N8~*B!d-$aE-o>|Prr1R!3^#OR2sHSjL`&Wze~_I<
z^&zgX)?+#%q^rY8S#n>o`og{=+WcT^VB<2kX}2F>1v<Jv^XLXLfpOL2-pQr}PXzPF
z$EEks6`4l-_B%v1-q$UHFxY*EfyIgH@piV<`C;zDR+OSLUN3GvAK;|Io+MeVDcyD*
z?|JRZ^XvRoWwwg?pU=ADA4W+f3LVj1i9It6yG3fqmr1T0wf|O->d!sh$g)`Tw3iHK
z8}1>;yLQ_7UV?TmA9FoYO;Dk-6YEX++#Xr%hPa&|YasX!;JLz&conT%a*SWfFXyZ&
z?*3(T^;*QT)D0uGK{}pLPu)5hM%OFRVHQf8f5gO49@LE|v1Yl3Hd3q!1u!S87Egf_
z2W>G?Z`ZBkQ)(RG@PzLlAk+WNOm*)4Alx(k4-)SUKzFP<Gp@bSx%GEA6h8RnfYt#d
z)24z1={+;6X6<KZ7_^X5l}$>*3AGys%Pd}x(bF*f430@*bZxDqIVR`8DA;+=XU{&>
z{R@r^6DcZ_BXQBYp@0DIkNlBye;kyV`O@pu!*k5_L5RPo#QQcq?9CsaXWNKty!`kN
zfR!zGNkZTSOP^AlH)a}qaagL`7~wSVt$WgG5*fy~GWf?f<Cd01smZTEsrQ=en*>>O
z1d{eI1!Sb3Et()Wr^;F`_j$$dg-rYNe3zaoI<TCf7mA;)Dut<ff(@%V>6+a1Jwh{n
zF8V7K=tp{0o;M<!hGuHca53I&8BRXE(;HC^5_pLlTuc2n;z0Iy9qBaI5gvWmKN7Un
zk??jSChl}1M?8-Gcdot6AF&**;ixw4-dkZTsBb2l1?v@(4G2dJ#>mZL0T51&G3O~j
z;{a6F>5$6p`6G)~8-sNneb=9`IK-)|Le8pVMH)V6hr-V`i{}LbIr5mo$%tFPMtfPk
z($8*LmWWd;#nZhg>&N}y>vpJ8Am0;d-qzozrbcuaeXh{cR>?YZ!Yb}$$w+^wDG~P!
zG9VcUp~ds_@5<hbjH`C3Gj$YZP*LeNDyIWNfZ^)x5CvEYLciv1`ca}7D>Nn#uK89G
zESCU)&?gJiVS~7g-DWghVvh6(e<d`0Djj8){4CzornAQy5scU+Ug$*1vX&3LQLxY7
zv7MrmCq2FXRrl>qe*Fen?|xrZ_M6AUt&OO=5U~Hmml@H8Dku3RWlVM-ZD0Pq1GSIW
zbcWyKMDF5K8}2HgwJSMDM7)4S9O8YInC%fEzeo$4`W~H{&xVcyC!ywI?y*+BeZVsv
zNqCjCPlxFeQFbaKh^g=&!LU*ClV0%t>k>aOU$J>r8reC+J%lk{cQrQjTXZ0;DqvP?
zq~_Ulbb2-2jd5?cn$CWT<tc%(e)jVL3&O-l(p_w6Pu%`0vD0AACUrvqF|O0|^|`uO
zef5p<$2QgDYS(X?rM-#e&aa=LbU%(fyDrZ^8_>FrdFFEMTBFs|s`_Htk15^k)`R8)
z*|(UxW9<iQ47v2j@y8oVV_>8F;XGQ7u$)8vvkIr_=V{@#cf{*%`R=JzQM~bpkPzQP
z8Jq|yh}2VmVgMCup}S!AcYduJUVn;F_0o|bQD{HF-&Oj#`52Pk$S(g{+a_TlT1WF0
zs~#aH-a=oy2nm?+V!l%_DnNAm`o<?bH_~ZUtB~uXcV+e`y$chzy_XNvwQa&}{uopz
z37Bf*7r|fN$eUvI<s15II41L)Uq|m4dA3bRhdX_6hlwuNI={Yas7?A{<Mzu;twc$x
za~8X6v-}6EXScU#OK-2lZErk`xG#RKM8o+}fnIL3mEd9YV4cHYj#awwuYB~yo_^B!
zD-4MvAu;WVu){UBKhujl+?QE`zn4+AiKt}Rx2xLDP#hR#NAUR(Zl;b+stQec3Dp({
zRJ}yns0v*-Fqp$-Ipi?Cc`(lme#I@X9b!eY3ktL5UL^{gJMNV7M9Z=5(bGL^#ZBg^
zST&1>esATVfU>{5(I(2B@pc}Ar%BN@sI0FB=(%ZJGmvs_iypX^uR)!$2&+rdHtK&|
z5tqJp?5gPB05k<J4IMNUo-2!UI7lffr}dI{_$YA-`{(Y;k!$C*Ej^0%z1iTGe)iXe
zEIu$qo}SBI)m>`nU|%yo=seh%us_~r?NHR3J$F)0JUN=xsP;a+3>YADmMP)=%>gVC
zn9e!nsM$CE=X0RvcL6`T7a%OO{f|AyAAA2;7kl+gX2E|3xHDe1II?rHO>O5kPCIh`
z4^Zk)gqm4%kIw~scLgo(^aE1++h&wUP6YRL8fsp<lxH<QERS+h;1w|Y)}*YkX+gjE
zY5QQm&)@I#AAn3}t@g1v242uzcyDK$axE)s)#RKC7EDl?`R&DC0#5=8H`*Ncm)$SF
zm|8>t1;rGVA8ZU!-LiBf3j71~&&l=Uh=<42rYdgZf2EWkdlS!TCIrPYj|H=yj_71k
zLbG%Slv(=iEHfiQ`IYv^9dErV5a0+9+sgmkL}dR7zhO%DP|_=Gj606>FV+BhILBHC
z$gYU&yb>xhYh50ll$U_bOC%(yQc+5HD&roP`$?{CpI+!<wE(|In$Kmq0sivG2g;P5
zrZ(r7mnXBWI~DQB&+YaF#4W@#FXY#vU!E^(wvL-V3kAIwv4QFrsyvZMshy)upTkO~
zz3a_~4xW*z6VDXgc6T3N3o^<_yq#>=_5E$js^X?2Q!*%$Q<+VO|FXffn3R35U&Qim
z>odE=B)P3|fhINC@fv5z*3^*(*zZs6ntI6?*M9(?{O+FjN-365B$c4>9KFCR3kELj
zLN@>;y2lDBpDy&o;AiDEFzP`LLv<T82;^(boNq3Cp+X@ZBo09`)NZlev0&hQ%_qlT
z=WQO>i9f#-WU8f`f6B6o*gp^~i)Z8U%eQ~3|K#H%ZQHDe>Q;ZM*TaPKQUn_c=Mj&7
z7l(>fJ}V~Voxu*6xl#Kot|xcYGq^`9)AiMhmBM7#Yykq%+(N+|Ns7O~!AV$E*m#t)
z3iT}{_d7#EG9@FIh_ujE<k!e#MpLwdjHuG;pei~no-83=C1)^Z?rwW;P1}>_3%rlk
z%S$0BX!^Xi?`C8?<{in@b^25b*xNI$d)p90<0dM~q+!V#6O<SeC`DY@s)Yh|akXm6
zNt$vH`75fx!XB58`psQNoxEF_)HDg@Rl<i!^b}Cfmrej#o-_hQ9$}S%H;@(=BbiCh
zpluoIK)PDKtT!xy%LPr+26(!ILuxqixp7>&Y8(j$92}}t`Np)4K9fik$k`cBsvTaS
z3KQkC1%N8xE!c9kIB$ORxP3gPi-8`h&y7hSWZ1O8z+`<J>>+*`Fb(4KYpu$Yb&`WJ
zFo<YD(Md8SJs}8&c}%sNr$)jY5r_f=Iw{T|sT_j=MiMy#!N~)}`4}9U3t*YxL_?>?
z4MC~ui742D^J4Zvkhm%1-<lMyx_Yx1d=gEPfocc60@JB|M;>)PJ+$L4->MKFI0@M@
zUEt&a6iAow+gpnhf(pel^u#3)3;CFuAJ%QLCtwgkF^pmO0$QDmpC8HUIo1g<rRrz~
z1TbT{Dc$KRB0pLLr&{G2PN0W4VGS#$f%^P(^n+!2Vz(H6y9;I9H;Lp%!oilIA2-9S
zgpIq7%FR1jd<J4XPBuNxcPUzc0DO(Pv-b?ZnI0x&4M(V8FqGl*cp{{7U`BZs%D@GK
zVqEzs*>Y=}JN@ELXzzIpB)Q}j+W-<{@)cG9LMgYhF~u2y)7*Sq64$2%Rs*@^l~yn_
zeiIfzOfe(Ha7IUR$Cv>?R1wt^Gzl_dF9V0h1d=26*u3$7kU|`JfaKLQ$|!jdy!!~j
z9MzG8H6*(3maEuPiC*KF)kts+^czfJ5~3_S?wdEKpkZl>16t71@~Dz|ShPUBK{~K?
z5x*1Qo*y2jY77KWe607L;agZ>Z!(MbbSIC$5iZM@qPXPI2ua9tK}67V#yoj*$xj1+
zfTX6dLUU0w{0_{<%q#Fmc0)lB-Xt1la~jv?7vtDr+OH{0>L?J3c1mAi5ei6PAD*%E
ze)f{Yuxgm)LFGu`vz#|l`@ACPx<w4>)EkUuQ)__%5>)Ada4xR1ZXitWtQ$_P!T-1y
zO^raiCH_AYo%dgo@7u;vQPdP?=0Y(r99fPuz}%*S<v_F2hNgZTIl!GO_sW5Y+Hi}j
zG)LyjoaHPurQA8tT)Fq^`|$h${BXmI>$=b5JdXF#i0#C*_dq3m0Wyp(^(o!j@Ce&B
z=oky`IB0Y=!a(CE6G>TTlzaePOTPXi-DSn_fnbyii&S7;hfx;><QXte$^jmM-^ogt
z_w?1w0G3c~2b<;lj6J0nzduV-a0&VD`c?Bb)P4COepM)6wl)CNV#LwjHo0lL({}A+
z>3Mk$7F5qkA1n{qj<7ZGVl!g6iSM`dMYJ#>`$#${n3Ohma>bC2)roD&5QSpLIm980
z?Xn7wC@+$RI;lrkmM21PI15lHVV0yKS5_1Z3SPpdoc&;d)UVsN6FjFhw?ulOwy9Z6
zx!QsD=qi;&-hh*QJ8R4V$tNt8wirxj9277OExsbeH>*)oobi1Qi6$Qa00xLE32B2M
z7gC<dTPgBmz0%9%%owz_JqBqmC@+=B0cBV(Ios5isX>W*5-$%hfQ?DOb*PW-9f~|Y
zDdHy$o|Y(YGH(wL!(kY%Z}04Jot`#M0$f%*7GMUK=VUC)?V-Rh29spDEk%ZIK2-QF
z-%Q4&#?pu4B8OBb0e}D_VFukE03=qxSFCWgq$mJp`mQB8jZ$I@dO+j|Iz`>nS`)~!
z`YEdaT<w(!@#)W~((^U8LzWY>^(MUv-(K45O+R@BOr*zn_nW?|1g3|jZ4`>8C+#!%
zqS_sVX)y@}l{TlVV$s@_k88%|UJ)z>3`-Q+%Up_Z>G9{>J4xo33W{p0hZXq^MwzeQ
zP5mhIl=sH>7VG0D25H$YVz;u(m0W@u5|_e9Amcd%2Hjhjx^*VBXoO246@tfsy=eTH
zhM_HCcRBk*!}3(&hl?lb&W{wYrF63(wvU}6<*Cgt6(LM*8bfLmd7~kw^sNDrfFEe?
zYqare4KG_|8LIJIrN)(-#ac=e+qtlfC7%A0&`-w%v#iMmW0K>-q?Ghmfz&D{L*)Me
z9na&mBoI6|JT@y`I}72J!e)ni?aLz!%FjCqd#ejd%iOG4&9k~GzlS2q<vm`)ILxU&
zB)s2Tr%YPVHydJVsI^G4o_oG^O+>+eQ^4%n)4CRsBhyz2Ub=fMQXaDRK}J8{VSUAC
zt*=EUQcftlvt@4$w<#5cjo9RQzV*L4Vm=))LH2OIWJvpYJGkI_8fm;vhZ7{v(SgM)
zMFWZK)K0*~D}kP*Vn;X^n#fsmegn$rs+mvA*XHr@&|HE(p+~eO#SOX{0Ygv*vhY`n
z*P$C1TDMze)nuE3a%{>>Fzpzsm;VYVZ@Q%$j^DB|wR7ix{v~Y?Qlqrm(tQ*xB9z7P
z3^o|1#5lC6LAJhHdWlKdL7|3|R)o}H&6mqGpV9D^?m48vo~F&Q%fb8eJ#U^J83_$L
z?~MfCZnD%`%SBY4Jb<F)G=v}2Qs{EGPF%jwvbV#iLTegjKf1E}9>T<Oq_Fn6%@`v@
zYvTmoG7r$xl~&{54xJIn?MWCW$SV&1OE(}@{zo1^z|Qqz?DlEwQ|H{j7Tp(yrY1+m
z4FpWQAJ26B>TU#Yyjf0jX}7k_zSW&E2m2hB`>eh&W(osX(H+WP?o4x(@!sMI11%mD
z^G?aC)l!Zh*z}C<cBqKZ(xDNS?2o_}S&1Y|uk%SUg(M7+$n?WmN*k#yQHa+yV4LAf
z&W?vz=30m|lbBn-09dR@icH9^FK!sb4066MoK@DmoyE;f&=TBBWA<WW2ntzF?%h0{
zcx$$6?}Rz6l)<64j9Hm)but-URDca*#RC5_wtw&MGTueBWxI}6l#%?}7<LYPR4Jso
zOs;nfkn-CzEopznujgdJWs+4Mo*lsi3kheHGf|@oGHOm92rG(kqss146%D>nBt8Xo
zYWP9980N^hpI@BtcPId`zi3YnX3_@$-)#qm5AwNkLQAlgmR?L|QnDhw2oCsOR~D~g
z5Z9SOA;}^;%pA8vDS@!V)8B2#a7*120XkjcVrG|tnGF%Le1V?T?Q$YedplZWBEP?J
z;6Zzjfq_y|=th$gjTjWvw$}?xeQGiTjAo{g0LaM*OM|Q|uE+><T7w8(zb@p@KD#`I
z=H(|0KkEP+YHLHhj6`PIlf>LsSnso<I*gD9fp&URV)N?;gxr8~{QuV!-dB%c<Il4o
zDsoVjHU#SOBS0mRywS`i1$ll_55u7(MfAKqixG#M*!<RuJ}jG#<|dThV9qIw!$$Zr
z>kP~x742`TrMq_c0eShdDB{xA@f?N^p-e5;VTc=E)?`)g4l+I)hOGi$*9ypDDiHz7
z+N@Fh#E3$c9|1z__hdK`j@-z}J#>s;FH-DGp=nl@VWNr%J!lf*talIkf1aBnzaSy}
zrvVqU!ZIy7!t(krur|oFnaQZ9x9xz0W=0;4GfYL8b~9lu9|s3}VbRaS(N5+|{^DQ@
zLpf<-6CJA$6gw!z<$hlb$H50u2q9~0n+(P$ar{hou+0uP{rrc=pU{BpdVj<?tEGR+
zGd+XuLfz1eQ{jJrSv}NbAb-G@@>-Ju1NH-7Cuu!&*r=>V7td{^`HH`Vw49N38z%?|
zQr1BpJok?vG_3fGbO$RGBCUTO)TT?<Bm(?Sz5*N(aKU+d%|^yo)l@_uOq}r`2L5Hk
z6RIamAs<qFo<=3gH&tahIgr%kpjSiU&3YbTM72dUY8{B@-U`cNqyR)EN?K_&0MJX-
zTmt#fbBKbvZ_F_Rzs)dGaK02DyL-ZBB2;|ZAl|kMPR`yo!1^S)(2UwyU>bz1nOq<H
z<R&7&uA)JDNnJsHn597;MOr_CgKEUi(St~KMO)#?<<PbAcUH;(&=p(q*`NT?z>8f(
zlIN_<jT>RMbRC$^M44YpOmqlSsTvhl+IspwK(zizG}df1+DRCuwIvPH3Lu?tlx4ZC
zt-yGv19Fwvtuq|I?Y)y(QG26{B_k|R=Ye*@D`IWEjBZq@uN57{g2wq|AC;oW5p$LX
zUmZINBM6j;0)s?>8t(=u(V{(4Xz?AwJ8hE7Hh1ALJU2ODN>+}^5a5r3G|h0+bf_R&
zDvjfczHUYtpD2#1_>$W6JKgqdyGS#M3MM1m;W8!W^i(fcl<Xr~FNB|5yNOvIw)6sd
zQ=Dc37%0j~dpW=)KiAi;YJ0TK$fB6@of4_$<ecp~^Cd<%^Yg>NHIhHeLqqsM7YD3<
zfH16;d^nx_g0H>PYaF2gao;ylYlo|?+S?C*(@?zLM)w((MiaL#3ojxGWtSTss58e*
z=ypsJkZ?*AG3z`p(&n_qKr4gYe0!c9=6?14{{Y!r-ziOVk?zb^1wP^RIwTAn7{=7c
zXfFklKrEjN$JlrmKN^X-%E>49iiQ4_nH>>m5n|xhYH+QsZHROQifqP3OcDemN~^v4
zEd(l%`Cz;4$Ka8(RF$HoU}aF)BU{~&DY60Hq-{RYXWjd7ts~^@3}vgFeO+|7E)%^T
zDlFlEoa>vC@pXmC5jb#hOB`0j0z$R4{){cJ8eMyiqumi2G$tdDjhDl~U2(%zaDYHc
zc-Jgxu1XcoGHjo98iQOC=Ozl0%j{1%tS!mAC!;|A>#Tqor{5^n8^Rbw=#x2}hPtS<
zAq8O}au>Cpe}z|Ph?)4Yd|%QR2=^?rVceb(e)OAySEaztSZuA7k(oAtOA_CJvBJP3
zysKeuY!*eXzsl1C7iSagAxgvZNZP0H1I%%9r~2CFU!>xP2EgyD_O_}5eA{Bb4+R#O
z4j#DZl}rz!owS<SyNgfKss@C=xm;}$b&>FX(M49vD;&&PfQJE2`rytiaxh_fBsWSS
z0Hb#~kN<?)SX3+~_AI$HIf}@iTIL}WRU~KL4av@#ka>U&uyAveAYyLCyGjO>hMhC-
z1?e#v+NL9mt};PSCXNGVII`W<e*Ho7eUo^U8t&PU5MXR>S=5VDJf+R&*SxRjKw^+0
z*!iq7Y|m3&jfD&QK!>zR5(a^g(>Nx1PZu+gRpb>jc3jMi(_==@vSj!k)K|S;;j6fe
z^gZDYVq}%N(-bvmQGJc14JcDN*wSn;hLl4`CBouUy%*F*AZYHG6Y=1I=c}iLu3iqU
zX7dhycEnq9c?55GO99^hq)aTW0W|l}nOyNp$ITI*?~45uIIFo&WJ2O<ml>pILhsn+
zhP+m3cZ#bK7Q)Id#vPIRPTd1zexG`6S2h~pZ2Q~RRiEcxq|*E9;euR?-?M!-I+`~3
zJ1kZVlo$^shd{h%7Y4oF2246Q&EbO>@6waGxuK|)WRn}+VgO#ww4Cgk^uR>_2{Bv3
zTM|d#LkBv<ib5}2sRe`>ENZZg-Vj#q%_-<iZ-hYChT6n}e}xR0gaisq!*@};|1<*B
zj30jxNm9eM6OYdk^P?AZKvF7~U~fg_dy|L4lof^Y=SvP=S3?@y;y=9RLC)z!@`0hT
zf}ww3Ndd{-I#b*;7k*uP$IVKzkj9DQn-6_G%2%w(1suX1rrL^1QBfy(JpOj=r!B2T
zO;2Ns`Ry%$M=q@|fi|Wu3(-%b%9c%<imsYpxoXXjckRxd(=~Jt12{0z2)lhW!<XND
zOG9Q#*8mkexl__L>g(r8%3y=Z3z=#NOdF)heRuctaOAtXt!L^;eMq<GYCQnp;xc{`
za#|VYq*PS@hR?lz{NlA2wrxEwSYSsA&EZ-j_hPUuE4nr@GMnVTmK;Hz7jDZ_m2Sl9
z7#Cfw%^Sprv<dd%3rM<~1=^#0BqSnT^{s=C5&3Vxy4HHP@+0?*p(0nDrPVUlm&iGk
z8!+>9n8MPA+!H3@DxK0K0)K>URAZmq*Nbu;TDJ2Ll$Qgt@};(RCN69x^G;bG1|C*|
zZw9&OX64^;M?d9HkCK(P?8Dz+X7n49!Z<BS9BhQKp%eABJtu(EN1v&<wWntpr50r+
zYx0mcbRNIZd>?9t9Bx3wBQ;p#XVtM#f7wkP3y-|I8QmdmH1;B6RTCJJXQJ4!Y;F4J
ztvfxn;eP<OKwE*4ntP5Y3vc@dtie}hF<2eX%RZcjj$GH_iXxW(W2vjfQ#U?_QiFkd
z1o7en{ilJx1Nu!C|HN79ye9|@I71gtiKwiZ8IV`!1-0N8(cV*Pvs+?C+-;ulF<<v9
zSjyQf@;PUiGITV4BsEQk@8E%9hM2E@5r?s9Rgo-X364D%?yxaza=0fvv#^9KsA}L7
z@g3tKzbz={FR|41DQmFr?=y=r0&6Pgt&Z!AMd5WzhOvp#<VZ~;YuQDqM^qB$gDji@
zClL&D@YvYUIUAfa+_vhsw8p;Y(6elM|LrK=+UlY$@1Fwyoea(ojcpsmfan7~qi^q@
zfK=>5Q*Z1eN!bM}X|wSWcdm1YCI2^fvJ87*c;1jWM9v(wwghVhMx^t^2&qil<@Sf7
zD9&=o4on*&ulr$B&cs^oK>YEULTp;mVfAklyxzCEmf!ENDSD%8IRe||pB`CTN}H9f
zus+&ykE$u(Xekc<(BhrFGa@2>_qLaVvBLxB{MCLTQ*eB&r!vzm?xZjOp4dL&Tc%lL
zBTRHyP9J_)om|V+Yedqc+pP-5eO&GsM-*`;-A*9xE)W0a8#CZHCg6(18~%LN$>>Z*
z{sFi-|HeJ2E4f;c;BXRiM_Br`Js69#Nk?Ft$>*K7t(M%a`v@D%*@nSk0hJziy$asZ
zK`(vJ{SWYJDeyX?g7ec4cN;bSM6|DKaYt+Os|05rS6B2kjv-tD{e9!#B;>Hp;GH|p
zXcn=_TRlU^OqV7m-UH1Tw8j76qi`a#zN_!fVsQzd-pk+DpW;{BZ+u$V^9zX;>6Cb`
z_@9kxAmz3L1n06T9GcOeI%)>up-uSi#$J;`Yu{gtF%?P&J3sQj^YNQ{a(67h0!lz3
zKC#>D=fj&DZrhI&?p0Vq2)*1@6lCd=98S^5BA!+lYB}Nci(+m+QMJ}|+4ZvXa>93|
z*FO5%uF8B1`IIkQM^a3h>zo?i*@sD!qnjUR|68QoU03f;^Rw@Ib35DO4LTR&k%pT8
zl2}jXO29<WQ?6?3Ig}Y&Bw#H{vj{r>F8vg^`s+^lbz`H>k30(cfQei1CVIjppfrcM
z^0O?DO_T2<ekm{T@2Q*CPVxcWkU2|n$><--S=2jQ64I96ArKYYUh1Cl_u6o~SC~P8
z7}?{*do#$#4pqgcZO7ue;|k=Jb343Nq%43g32OxNV(*{seVrX`8L=C;cg&3~I3{P(
z<A2<}s4Qj?x9=(aGkS(@@mAO89hA|p2hF|G7-anZXGQ4a;m<jdMj^L`^kb&?O~(Z9
z{rJ_mZGS81yAAG%g)nK?|F<={QO4aAjm=o(z5Z28VQ$;xU%_~bMB~`AN2;K2Kks&a
zyz2HO<to+rtKJ>w@9YCbzkW*La1VSGZCG7d^$Cli)U%?>aSg<Ux8fqfm(pUb>am>#
zRd?jd%Q$`d^tk-b>D^36MwAF#=@2T2Ana@H|M>Tn);c<!a&qG@y=D0R+JVGcuH(ul
zy{`d*>dHvwAasIjlZV8pD`ks%xdn0i@uOt9@6wo(ynBXR)>(FP0n(Z;&wCERrA&o+
zAL|tsyh^5!iE3>I;J`(#POstq32SqUl%Xd@#_CaF<9<jnXw*KyHu!KSwfFh?y9<@i
zZFU8BVm|oYEj5dJlR&1`YI#`Z#ua~S^0_-$JV*O&_t|biss@W&#)doEzt~^MR2*Nd
z_-xRmVEpRsO|-1S!)t1Jb#Li+u1Ul79>nHYL%$;B^?DMHi`2?%ccc*#@!2lQndf^%
zpyObYy`&%+o|;|7-au5Ff93;a_Cs2u`qY(8D8)I&Re~(3Ma>aPlgyThYY{$+5wvYI
zO&+Yg_DH?ZN=UkH1!n}6k?!L3QujSf>+BdB?6<33v0}T9(tMNUq}fukMSm+X4X_VA
zTG2pzZXe=jP6}_9Qs>j^bEn@kcVe%*!*jw+BAu7_Cb(de;l=OdpL|y3(3%O92ba4y
z_C2t*FIHqDB!*W@r}c=~rZLaB{GP|e6$foZ#7-i2C3E>5jeABt8Lk*Q3rghh*gh1+
zT;rwFCd_iz%{{jp!iEfV%`usM$PQuq{rJhKOR?<)RG_chygBao4p6M?$0aA&`<|Jy
zc%L#CvDtb__khFL``A!hnLXj&*{fO^2ac+o&z5e>a*S5+ivnzu`(%D*B?3t%hm&9g
ze+DV7OdX&y3|md)$@Hw`{=5TMWm9n|y>!z+&dR&dF3F1$#@>c~nLMKb=$Q^hc$9tR
zW!C|Qy8tmsh>cYi22%h|;S&>3fqRsx(H=ik;(xCu?m;PyWaWk3d{HC^l)7CLvDvn<
zC_A~9wOHwOQ?WLZ(H6|X*_F;kIhb@{nLr&8#`C3m)1>>LuBp<Co0b^XZtMvo&BCG{
zUKfPF@ckK*5o@gBZ}!}rluQM|#GSc8(<36B&@>>QJ)C1?;NGtj_oM_2ARFd3!<f-q
z&b*ZN5W|vYMNR+*f0n#%z1$o$!`Pg-U$U)S<1cp*cMqQQk=1ozWH^s5ARU;pK5jml
zbi1Ssfs&F%%y6_(`PF7ReE#@fsFg%D{@$sjvMJAzzB80>KGG<4{)lw%q!EJ8?pe!n
zGZnWOE@op>+McfL-ukC8=7R!T{}f@ho~z}=lE`H@7t&=SLgsim4V1F$SU{=1sVS2U
z3<l>7MTVF|$*93r*9j8SR;v&tQ!QtB;ixYzh)0p0@<-ky$T7|?FC*clAls~soTDX`
zBZ+G}A_xFF%o3zuDh(>@k%iOqI<(gVMl)JFmVoI&R4Hv~7+fIlG6}E7!XoxAk^`s%
zbZ<qD7>i8M=yes(cBj3o)PwgYAhA6;Tyj0w<qUe1z}c@L1dvFnH+$AzwWOP42KO}~
zD(b*rMwpW;asvdK`jpuMql?tD+&HEsO~4eXuM?KneOP6ilI$vUTo49vSEQ>OS#Lfi
z=)itYrjh~_XE@SaV3?8HjfM|>YZC>Eu%2knw5&yJ9OBT)GsR+$UQ%mhf|UqxZ-LxH
zFko6-JmwQ3lio5RC{8<CYGOpRgX^Tz6q4#U(8-c4cf}QEWWuIFPdZr5@?YY~-<#>Y
zy46x$E}5K-m+FQP&Ho^a$l)bOd9jUFFKvm&ws!FlV|HDBhn5V17XH-5rfOPHJQSYw
zJV_5!N+&%cAUSY0>aNuD?|f}pMtygwQ{8}gEsb6j!h6Mk^>{j3^i1=3xjsh%mF>p0
zym|=}{#1Vt#FBBsBB5<z>t@+3>)NfW>m{)Jv(;ic>}?P{ou7~>F0(JPy8Z8g7yYJu
z-Ssmc$l-&!Z0HvO@f7)SpU8d=W)9_xgSN{d(7<ErA#bKYV_!HRsk*UebUj3EI@w`9
z0s|0VTjDXf1`;*YH8}g^S*Mxh-X6sN#Gi%YGi;ioUTQ?!2J8UCg<b@2{kRG+h{*F&
zG_Xj~OC1J@?GLc<o+NPIB0e%P5b}{8MDvQXvpxpog=%m}_X5RPXeW8TRFlq;dN%h?
zU-TW-c^x}FDO2W$W~h_Y?hQfAGLcLVrbne*ja%;Dn2nNwGX-2?pZ1`*e|zdY;iJO$
z?a0){CyVVd2dBo_2tP5}sTiE@;E-sa+*^dPs#Nbw7}u8b!gjh0kCsU6By=6ya8kQL
zD0*(aUR+V=K=K2B78U7PEFxI;<?`7?z-W>275R|{DQ;csjG~IYPmDG&`k%bW?Aoh1
zKzkQI8|W6E5&Q98C>t&}xX=NhxdU>uzTB=87IbWnELH5d)L0WdW^~VybLrfz2yFY`
z5?>xmpSBANJ><NSDcn$Q!yww)AaKcDO2)w8_mYU%3?8b%J)`$sHj^EIq;m3`7+C&*
z!CLwt94vXlZ-b)I^omCJMd@3AS8bg%?KwLO^QWXRqv9JKz0>(D#&NC2E>BQgSJ%hq
zelhmLPn|<=90Mj`pvBazP@7XVy1LKtaj<5yb5$)ryDXHBjRBt=01|zUed&J+)RT{d
zsq|t4ub}<q5sd&Hu~XD(>n)L6k-u(!TY5DzbA>CuR(tZDTkdS+=7fi4$XYmXZ?&4`
zeW>J8zz71qZh#JyjH6Czfz`CF`*7qHxEnubid`6JWCY2GKOo3$mozOlJL7(TnT$sp
zF~jngTi>HD%iFRef?0MaP#~>aK9htp!`HgJKL`P1vL;24II7Z?R(}bLRlmD}YzQsg
z!<bwCN=b3QIjaoy#3O&wDdjDB4rlGCP&?LZMNUz*|KUM5S5FFOnPEeM$kWEV#OuRU
z1mMPB%<iyGh;LjR8iNFXbJQ^>^n$B4#V%g#dw8T^XT&bK1;9**T6(u9tY3Esi?5>h
z>6+PC6iJu48jYUEKGmhwCbi?QhBn?15Of7WXXbO`sq@)8yN8RjJ3Xe|cJJ&HSy}>l
zdQKZysS{5_x~IuA-+?+SIz&MZjA#<L`+lu<<FHa`8ve=cz*kbXJeP`be;vy76ALUI
z&PzjR4?U-*;d^u!K{Qz(6sgefa{o&yC;uqUQ16dQDMj1~3{0&XyTSj=1)9`kkAiKl
z?y_vpSUyvMD#*u5FZBT-x0-65OxQUYYNvY#NoT^%DGGov@dt&d=6o_mErz}IX;iBM
zhS|oU&yB`K1`La5q_buv+5;A!uuH^BWV6j|^`zBhw@(i*oH9nUXvEr|ODrcIZ$w?>
zXpYxH60D96$aLB5kr7)uBma<+T>Z4y1#IyYthn7#+fiBzz_oYSxY_{gYAUwMWYldp
z1um%Za-FK~<SrLWusIuj!_+bnC`6q<*Dj()XVtJ(UVf|fk2*)}4-ckGn2LJ;Q_<-b
z<QR?O{$*&Zy{EO%(LQ0YAfs0?D7T@!;#+$nxSUd3yT@sqbd4g;)N;mSB0T=nYq8|_
zZUWlPCdY!UhzU1!7LT(rwktET`3|`FPRc!B&&%+0V;dq462k6|WlWt|Llx(G%+9jf
z*Kup<hB;lv7LzDw6bWQnkcdE-BZQvL_P2eUpfW1i_CKvCUp~2#pDEkpSUgohD=e}$
zUc0u%-R0;c1x9Cbb~lrkp<7q7PE=42`j@#LUw`AmI08i|4a7Xff)!&9Ts!P;)0{E~
za93(z!7wS*%wS<k#Q*b?lzywSR56C(dp1xSvip&{wk~F@q{5j@$%g{;y)5&ydwV_B
zTR+-#oNqO=L>}DsTd}^dkXg|m>hSWdPig+;y1%*q?FbdwBKkS8@fglYFv{uaJF6lY
zSsmy$0B~{emdho~ABW}S9|>S_vXp#(j&>iw9R4+_Hyd-KHw;|yac$q>?jIhtzCY!6
zUpXqol<oEDF82VP<gQrEW8HtUL{_*n#BWdx=j;hG*x<)&!m+YKP>(dH@0a1HoJp!u
zFdPYHIhw#gz4Q0Kpy2_K%HsA0*@Mq-JRXrp@5qHHFHrQ}b;jS1o99eZDz43Zt>57B
zZ(DtqQ*_*F<^UEdRH_$LCJS&95nG#ZkNKC|9qshO66%=F%f$ysszAT|HJ?(9@QyHh
zZ^tT9&(|yx0k=s{qFbaOMzr9lPDgCWyUffBNm5EA%f^(!w`^?u1*-L^;=AWDeI|mL
zCI;*sc*|*3jlT++78Nv7bb&EYp(a9^Sg}u4<^YL|+U96PHk$lrf!!ILD81WMJjK-Y
zi=-5-mPb*5`<X%K*H$ehU3e}(d-k8#+rn>$;)QR2u9{1$(O!Rz6%yCGWn3aL{g|;D
z{B%nPG47xWStPPq;j+8ZuZkEaU?B$g!<BW|#v=!NFDb>}ADf9PuPXl$kiw@1xw%Hr
zd}1P-+Q?Nd_*oc+*yxr<BD+uOm2*C8Tbq`Yh{af2SJ7gA`AKnN-#qUBEsfCFEKJGd
zFn0Y@FlG7ct)+|9zED_+D83G^I3sN1Q7cr$Ef18|=B3PPZzS`C_0>{5%3UUcQwKed
zCj$u$>8t?C<h{7o#~FtU5Qo~DSSH<YiS7TMz<G3nT!i^o!F6DYj6D3L0qVb^%1EAG
z-e?tn<Ng#bb<P~_BZ6cpV?_R%{<2-44*$mbwJ*n~5a;J$hc)Xtuu9Dqk=z1jS9h(O
zy0=j-!QAro`E78d_1}~Q_+qK-1R>`X?GJmlbn8V(ch1YGFK!M!*(TY5OE;q4FvDlm
zU>}n7o0kU~w5AZ%v^+0Mu$sjBN!H(hip7U!*hw6bjh__qg-EE;o~V4_+3i!)KT&&(
zEBtpM&fswRT(9sy4MJB!;x^dF^|0`_MC&tk_tfc1fD)g;i2Z;a?Wx$zOTeT3@vb(L
zD(>Wi)>~d31_nl`jhs(wv_z*PdZj3RFSUEfBoJV5*rk+o9HPFJe~${XnB+=nv)3}+
zo*5oI+mQ^K%{%W5k4vi_ebv17P5Wh<@U$4DhJAPWlyKVpjj+kIy?YiK?9Dm4hulb>
z)~Oroesr`;_sU~q-_y80>X5kGy)*NYFK92x-m_5{2hMoOjF^&pp}nY*-_o&j0GMY=
zT~6uLXtg2aGh|yonD@xSo;sMmTrY{OA`BO+9eMbRh1R#v1dIBV9n;2fG{2Zf<bUQ6
z$~wlHIyMC6SGEkqW7K}N0TAx=eonal@&!OnL<g5}^$W?%!71iBzgRrc2ih^&%vg@)
zu>RNW4BS#m?5)jwnOG5y^v5xizNJz$gD7K*$GY|M1X8A`9dhEg4C1Yh@JzMpC0X=D
zk(9EujL-<~88k|oL4A72t4)PGx|6n^)F9*AElDtGo|`1xr+q9fGeoZ3$=VejFv(KI
z$R*i7Qv?&yHn;K1EKen6Bx2xU93LzDM$Ikd_+0-MT$8P^n5*NoE<wk_r1eS6InU68
zI|=IP$ckPhz!tB&ryQ)mLWmZs{_u_5{9{-2wOn`aJuOWNS{nmrA}RW<9v|8#uc24r
z6(tYc4S`DxV1T+4Nb(Bsj}Y8YNu~1fLKKxl3H_9p=hlaE4>&c9DJ(F~j8hJn-Oec*
zq8p<&;O1Vv)(SDawWwA3D`>G2#PO~<KR!|aHCR<)A17%B^OE$`-D$;P1}a4n`xdJr
z{8Fw6x7abml2b77e}F&wffADW{J!yjSQ{g^X+B6@oEy(oV~)nuprdc%Laukqx=m;Q
zJud8?GNhfEJbw)4K940h1c`0^aY&MJp%u|{+GDS&=Y-877TZMl9B<xDmyW&nD0H<H
z$DzfQ^zW58qGZ^4`k0Tp$lXvYvPn&SJ)ToH`8aDL`A%}l?8x(9(<ze5gv8w2y<O-~
z;kD$6K*G);qoQ_gZ>BviN=n&5@``3TOI<xWLJZSxrS&C{yT%j{r?PyY0UH5elHe}@
z=ynyn?YF@3!}%|FdOB=QMtgB&{&B;%v~nQ5vfq|t#{TNX3$JPTSO^ST>^rEmaS3hI
zCZgW#Wi%xP3q@ixG81g<@+HvPOn`{FlU3gUQF37;gsmN>p5vlxKxmktpFPh5wU`3W
z_Uf0TvI?$e8^v9^3=ecqDTJ4~o^-#Bn><dN+?yVeXnrD8J5zL%1(6RE^8?9hzKJ}f
zC&lVa+E<3E-hKFip<xfVj7fa1-yLJH&ycoC`4^IoBRw<wA?KyPy3O%cmuWqd#b|DJ
zH>W7*sV61G2IK#3=d=5ayl}>0Z>!+2AK}mEIz=&}pTt)fx@rkG?^?C`0R)^sT(%yV
zl|_J}xGnu&d!(zH78%=g#m34hisjtn4js{&8a%Qvy0UV%U;Il@%oAX{!Uz<GGv8iQ
zDuvzC(hDQz>Ba%R&Xk5j$G88R*r=WD@lYn~;vxzg01VpOZu<nJ#ZX+<);j%YM%WTt
zUKJ>t5M08KHv-{AWhWDz;7&02LtOD@<51Skte+^jy<nfO+H37D05<=NV`m-PD#ET&
z76?qeTR9+YA@A!F*i?K|*QWOfSoRanG{^-|suC8*S}ptyFWETn0&<`{MN9U<VhlHs
z@A2fq8Sksh%XPr|{x{jOoasynuIg{!;fgKr>ZDgSW8P5S&_8~A)8XtN><y8*e%3z}
zO>nd^Rn^3h*#t{jXSlc<WcocJkyxz67zi=zc$43h{{d7+@d^!7N{#CP$=v6UA3qY+
zrM?s8@#S^@S9JNA4Hf^NoAa2~Dn9oFms0tDH0AfD8#lbBUuN9-uY#@O%FQ#q;+|Lf
zW#*;wF^#{!5m(7gQDqxyWrT+=S5A~4My*yDv2$e%t-fA1aLo7WwEmnrZn@tMyL#mg
z16BIYuB?I|EwBic*%t$Ah_iQsYz@G=VUzyC1J5%~w#;tqR{sxBHQC)Dds}6GctPvL
zn#62mSY?UL(Q_Av3w8xj<HM`=y*Fp)-oAeYYYO>BX~))-sl`Q++g1VY(KjLIpO7=l
z-cW%>&R3)yZi)Aw`&OFDe~TkLPSUb)NB$r#++*0PKo>W+y7dafDH)<S_Up3@V%mra
zJLHqpK3i0=?ezM<A@|A$T>bJO^PbS_(q7-f2zGOq($zq{c!Vd)NY^qeUj}r;1mE{u
zT$~q-JXt`@GHOtg<!M%TEK6XOmkWIma{N9cPyxlu7>H6}W~{mSJ9WV&Ft@n5%?r#Q
z(non&@iw+a-kh}AoFs0HU;V?fJ8|twvZ<_^D45p;>AfDp7bob_zAw{{`?K@)Yod_S
zkq<vylw{-X84=v!pA=?z{^@`BsaOn}xgf}962bO$K7(3JQ)&Q))BM{GvwU|4LK<!w
zyG5r>Ixr174L6=P6!VfN&n;iSr0KL__u?xSO?sYjVY0Sis<zS?M|W{G{cF9T?A?T6
zC5(~BDYehnA0|I^*DD~^@I2CBV)(D>Xfc99{cHJu9$<QGOehK;DZ3rSJe{`DT{_hf
z)sYEm+emH|7vDG{1pkAq^96W?_P&)JP`l;&#Ch1CR(&bqqeU;CWKw_MuH<YE1CH<}
z-d?egHd@4^{yx8w@p95}ONzt2?V6RYXTFr~vvXqOCx0K}yE_lFco=9bdwSjIo<?ZY
z+Sbg1k_p-ex%9k;ulup%MBVev)RfAl;D%<P2k_+xIk?5D3v=(%AJ45g+UV)rCDaq_
zp)0Vv=^n)5B5D148*P%tf4xm}2ITQ_x}NL&hQQc{dRdlze}i1Z3V`$VcAM}<G#G9g
z^Ix^*iUa-J3#<>~^bvg+$G{}aP$wirlie($9@$S-FcF)G!A`BUT~Bnn&|wd>VvZ&f
z|JdEoEm9YnxU0cpU$W)9)1oSO{)Su<q3}Jzox>_sjJv)QGY@In`1c$<x^@;YYM>>#
zy0g5ycZ~OeooYR{I5mU-@fuo>rMhC2c5<`M)cATHr&sC2Br6~O4?qhQKH92J-INUb
z*DN6vs<-m|<&EHNQ0408tYLa{bA9A6eT3uXM9Gy0^}j%!RLqT(uv5_H0R6P#@ZKIo
z1GIZXLP+H_aP26$wR|f-nTOH%*DqOF!VxC({n&e1(@WD|7<Sns$ew<tGrdiZc(tMk
zDzQIRI&ILjU@6wjW;8S$2X1}6WnVq<M=RM7G(8MHchuDq@yFApIk-yS`iK$E;q4h1
zrVnm(EB`tJ(Zdg)n+`;FO3qH~4W`U?!z5|JACBm-$iI8TySp9H$ppl+f01;topxCV
z55g(Wl0QA+^<k*w@G;)2m@px{JDR$^yf=-Uk(+?{i%{v$yPv2W39Pn@y6i2K^WKi#
z0yp3-+gie?u^v$@jn%1a+DJJIE$}q#(C0K@rkL$IOXyjP7<c?Y_i}r8X3mi$U+e5Y
z25iLdZ>Zj3;&U$g)~qt+RaL$0=K_6pp*a4VoB0oo1|gTWC<0a0A7j|hi!&^ihjdsq
zh$W=SeIofkWh3f!$<#x)>;E)9Btu^4wt3B4mXv(HlFP>{tzl{zplgw~C<VP~*GB(V
z3_(4$D!Ze=Z`m)SIRLhJfn_-p>-^4E-}le;fsf;zHw{OQ|9uJ}tu6(gw@$lVsvT_=
zb|UL|>BdJ@GvmR>b~+MIZ<gFA$oEVX|LqohTkKVFxhR8wTqxS|>Zhyz3GCYcSpZAP
zT~Ekay<0k*-71eK9<g?=yeaT2@@y&jl*tPFkKqwBe|3kI4M+Y@n)(-M#$SU|mf_rM
zZhYqSm^LDNA-(=qgX}tm@=+6MQQBu2QM&y`p+D|Vx`L*g)A&6snK=wDN?jZntDL=3
zb&`JR&*O~fUfJwx<2NhtN_X7tq^-4<K1Fcf8Qr?kQQ;}FWlg&qT@kt=;JW(fV=qCS
zKf6ES)+l-Tj}3TgF957K8Y)SAWwtcvAT52QlrF_IM&d2~Uct&;4KwrQ)O^Tbrix(S
zJ=kc~3{G3)FS$)H?RnPOXpxM@R*%V2d9M{g0RZ|_S5X~{hvN_M{2bP95j<ar`r1nB
zsrF0F==8lP^h2B5GSV(sK}Xwmwkza_i}U>U+E-)bJFiD~tzmuDkl>abuG)!VNjGRY
z9GD)Jq{9NR<1imm&uO;iu6LUdf~ysqJn-6aK8H?F&4!^wKe?&Y_iMat>b|!2Mp-54
zE1|9vgEL5n^D|J)C#Ob-;%i?Ze+Cj{vC6MwRgGM%hsd$2@(l<00)ec^q!Twb_U^93
zs5k*;5OR3CMWZx;ZA<To#i@ey&%Pvx)!CN6`J@isl`v;}XOL1KMZbJUgmLwNOnet{
zyd#GRCpt3TrFU<W=j(2(%@utsj!368M67V~8ysuHo&c6izR*)Hwg@!4{F1%)+s<qI
zw)?MFnU_>2u*nX*>00v%x9u=}pBFOHuvXU(a38s%PRgimhi|e@OCCJD{Z&Q*%R)uu
zBTzI=bssHp!rwD;$=?M8d%;{p()k-0+Y1lN%<vX8izeJTg*bNQ@dwy+xh;4c!?~%l
zKb8E8aAj!gipZTVd9j)AP0v|x8WrJ&8x1Xo#QQBK=kMHYsmqX%$8ebS``Z2a(^`E!
za3GVft@Oj6itaa<j)%@InZ{1S2jW9n$$cU-Ek82I-z}l(7gcptcJ6VGUi<s3QvY(E
zD>`A^SpjPTP+;J0Fp*U6)CX;q<35-Rl&2D0pE@RQ_WRs&9Qkqk<FL7#)qK8!s`Sr_
zmx1#__w7cCq)IN<5LcIG_p6USxJ}-Ld@!Nh+HsV7U&=>UsF{o{=<(B~Z4Yv=YFZ@U
zsN#$aTIpd?-nu?oQB<KHl@(1BxL|D>pq#4JnQlF1E%KFm&h$>_(*UpSGOya2bu-hy
zSuu{<Ciytk1J68UIv6%+Kdg~LIP#z2e>32j&xj`GcE%U=q<|GSUY32TJa|h!F~miq
z-(W5Ho?Z|gEQl3%btrbIzg>K-%FOX4=@EHF=$nHY`MrgANF|$u;Inwsn-||`o-RPB
zb^PBo8=ms5uRc3+u>1IPSrxfeT>1Tx>f2oF;%lRFgFl2#CA^w`iCNt_Z*&lME9z+4
zeMY#MKKdrVl)&_b0`MRfIpSg!FM@Q9vJGS*?tzI;^`0dq+cU7FP%T)_=g)?Zq$}ek
zIkE;ff80-zSWgkEclkMKR_D0_2)+67fkCd)W!Y{Uz1_DpB2u11CHeJTLi2`~ZW@tF
z>*yhV6Rn+dT8}dY@-YO44Gd>=fvp>p{RhbF`LQygUw6V>cgQTi)Us#j#@8r5=Y}`7
z(OoT)SEkLEx0g@b6&P;1%F=(&=aHI(@<q>wTO*Y-&uuoj-93jHfwSDs2&Q;N=*|69
zD$r;A*B}7WT)>m@3vE3D(<_4~JbgcU$Y{shmDFUZNKI-x_BmDS{$^hZ!akkNjT>cr
ze6h_}b>uL))qHyA7*Ev9C7+vSqz$kp;tKhLp_xkMfn6&C5ukg!kkHnQvH!nyIoy&P
zSPldCR?xYzoU9)=R}UpKyEnTT)+q6{9Z2`yKMkaVP5+VMSkn6K$cUEb8sJ#-Kj<%Z
znsxptk-bshfd`(s3{w6;*t@5vDfB(DK%dhFhKbX`UgP<I<hSP%Ockv<J4khZ)ZftO
znlERI$4^6Urd;`Cy;TfBgCF-V{_?3x<X6azrTP62ps<zHVi@+q3H2{leO=`+_#aED
zy3Mm`G0%zC*{nTKYjGf6<o2RExRpC)#ErWtI1V)f*f}{mZiB#hKu=hs9(5^{A1%A9
zBIOcy`+PF~=n!}BUzWGIT2(U<2YW9F#`|+(!*yeDRTR>>N}+}N%7%)et5)|*e(@7&
zV$o4WQDu*3jaM{RrLodjmo__Ofn}sfpyC+vmrC;4aqx#z<-kB@Bs={+&>pzQlFx$J
zl9Y@I%+jZ0{CJvb+x6lVDNDW$u={K}dkBHLl{Zz<&@Mk3C+WTY6OsY}Xl={h{{5%j
z&k85s9?$VIsto%ca!D?E=I$i;j1F1g3SD!;)?comMZ8yumVWn~w#4^8fYWU^D_K$e
zq^#=!oqW>6H)Z``aPS`HvcfrcX_WJ|@^mM@#WH<(ZRV4ynR^Cyvi!Jw=;Sw}Y$chS
z>XC{;P1$CYbn+V`PE7PU5_eKwBJMRY0#|{M8@p*NN7H8HjD|O<g!(-Cdf3Aqf%P&J
zYKI+8mkbspg<LCjDyDm&Gl<?Bmy<gI&slO>H9j$1Off^=MbCLcppm(cFYk~3<;fS<
zi|<`Qd!t<jC{OL&|HVE8WHL)|O2ai--ia*X=2EhVYyeFUH5QK(V7J-9sB!4h5dF$k
ztQtrf9E<(LOs)`1itCp2N`5U^Y4Ogx{vSWy%U>%a;F}$iU6QHHhAF9v9i+a0dZ_p+
zuN~IMwYD{)Q&e4<4$)>?kcM+H`qHiym}(1-)WRgsmsM|x5n{yCT@><pm?8?r^o|XV
z<hjlZ=FFG-sL!u;Ym+Na*-ZjHK5WC}5$`!bFsKim8Gzz2!G&&Ow7AwyPTT^FcMkvE
ztsgiC3)!8>)c6b<20ZZ0XThdbosEv&7wKaM1h@5=9cJxpx685W-0QGnHf+kt15>!;
z;lP}inz3c+Dp<36mLBX!V2?}Y=JR#qB?1OgMFNO%5$cMCOtV>8aPhc;%iUIiXCneq
z`N_+A?ulGZ!JCgW+x}JWD>A3G%6koyH_kkT;T&)mR!3;GM<7v|13-Td1~FnAa*QiZ
zSzA2}-0kLzT3t>}I@IDTY|0bKIN_Al{97zOi06QPk9#Z!@iJzI=nN?bj1D1qqm}t&
zcr8=@3%PnZ0v*E~xeWAEK)Ck+=1Di2*Y-}Us{EGis`&ccmz%8>jmVX_JFzL+%0>L_
z>MmAl2eC~=jj7K}bo|8l-SxD=vYP;MV$x5dQ7^zDwHgKIM+!Hj)D}tYKXBA`GzyUY
z$hC-%CYNTd<JCkEkbsds+0mG7MU`?H+wcfZOwS%He-{?r32y6Ap%DG5!#$eoeziAO
zX`7P6^0MB+!}53@{z4xB7>l2j9CPFWFH;XAFOizK+l7Ha65<DL&2PebAbo6$TES7_
zlgk*OK-F+=20gjV2{~y$AH<a0AVybrvQJ7zD*l&bZ&&uF>x=2YZHGkWeIMIwYk!pH
zEZmQJp+O81&LX#(tmF<bfjosWmFUJDg!f8*8d9pmNNE!d@J15%F)(SpDTZwv$qC`t
z*!c86fbYnA{(w#h2!%ibnTc%qKM`KqD@>pzmFfu08*TA<uUCM{WflPNiA9Rihg8Oj
z3{uw@2A|1}EtxGLS5r>LdL-sda5;TFZL3?<lN_#QN@NwX2PQWSY3~R;11u8*2Be|$
zaNmL7>PdBQfOp-B@W2Bwm&ln$a7Do4^UFeZ+Okp}VWwZ9GrpP!<_$onKgdZp1FK~t
zF_wlNR2wjr5{wpKYn<uE9N?80g!p)UTRI@3Krzcb?D~o+<XS0(IirWg>%I=$2_+{x
zFq>4j+#danXF79r8!4x`1*D|?Qy_Y$Ww-jLww9s9+?08~%feVGrD^Hne5utYx_D(p
z02E;8-heWGw$vXm9PNTJLiSL7nMxhF=m@dJ(Cgbo-_W%$X%W{dkUgUg&jJoYZAls?
zI$?4~DK-M)l?TfaisN1dB1Rxvek=Cf$<oD^FMK1R>QOMyNnS;M?fX*tT=NTv-yo4L
zHFfZ*Sb?&oNeKjluv+3|4N4?IsQ#nN1N5#xIqV0Ib$WZTq!n<8_ky73iq-Yix>Mm>
zlXWXFyW+yo*RG1-OvCiMWfm@i`{JR#I0t9Nabr7IKmGc_PMP7-71poeS?(=?gr&!1
zA$>74t*#;tWAr5Ub}R_TPmaxXXTniRnHYwe%*T&3x2MdfQFD}L#68Z2XN5wI3Q;K2
zTA1A1JLEFXGL84D3Ll-2*5VdB=5@Y$j9P`SW7bJaSj<FzSK#j2rbrjE$g&Y<c8%He
z)$ojFL#t5=$Nk?OU)cEwL!n{Yont2Wn=#pNc#*`Xe-F0?)9Sel)vnlyiW9{p33`=z
zu#sY|l*+pX?l&)YTHT4@_3~~tO+N8GT1y*_)1$sCm2TuN`erM`C9^@}p||`Ga1nG~
z8{YOcS}d^b;vn?av$N}8V2jd2C3j_>A{eR5b`%5k+T=u70hM256h#eG>=k`gn>E)Z
zj^VktXmk-XK-N3}tD}zJ_10{tpKs`SR6q}B0WQiTAqSJY6L@8&>6n+-#tm-#oN*^#
zr!iG`Wc<chF`+cPTZ8^y;<ypTb8oNKlR8e7wY(~Wb;GEX3JHnssWb4&%Mop&;n)Ks
zks*PGQQJU2xh@8TB_e?)Xk6Tn6%(D%epX1b6da_@2#ZDM$+&cVq0Dc7#xaS2F^C3i
zZK8d#Zz=b_=4{XO`+z~^2ckj~eVn33zWcwfEkhGuQWCTHb?e0-Z5O@qhU&qDJMsX=
z|MHtFxM1R6z>9MS57o2D*CBZI$Q7l-&6z<*0AJ)_qUWGQc8LF9_O?TOX5+HSkSnQB
zmXpJnQfor*H>ZtBH0m;DYNukrTdv43uu4t|Jj(;^Ie5GeQAvjKr?ZIKm=A?U*$jHU
z#*(;rFaCGg;l*+}MooNIDc-3+u%>`^k$jaC3=>;xiaGI6Qx6UVx7*F>X20l5@m4AQ
z=x<GH^i<%WX*mxKIuDBhc`b`n*#x80?e3?QCJK_e?hp5SjkcpB(h_|~Q!;hx{<ZQ4
z?0wu9-cBR6$Xwj1Bu@Shu%J=+T}*kt8u|<NiD3RR&8qJ0wS)-U_>Auz<JJ{6Dvn+6
zo9>|FHMt6Qg&i97bZ!{U4Ta~LDF7yWC6(U)wkOn<x%S#A1*nDFuiSbD*_wac^9<9$
z(%1%LH)|IQ4^JJ17*<Utt6tV>%D~W=<M1<OHhk$<LCER%=$VbLq>z$-oMjTM%};hD
ziTewI`HyOzs2YB9!$#lwaIt)<#HVBbIOIyzs+=8<WhqJEO7dx?Y#OTcw&jhC#7f!o
zJ0}`|#2Z=e+3w{ot0eq|Nn3l3D)i<qF^|0g%C{QV+f$H!k3ziJTdP0*Y}!;MY9}?b
zlvM0R$U=_CC}k)3+U_#gtPIbUDwhwdJEVJx#t1Hp0GL7V2@}Dad3V%dPKEFAp*wLX
z)WnrqvU`ffrh3k`v)B8_X3@LtdPyX<BkIgziAUBIk(WIHlgRs@D>QB#q(x{sX#@C8
zKc^MdV9XhKXzXx!?(H*hr}{H?BcyH>rfmoZ5FQQc13f?dklX-4qRw(<MI@-R8f^v@
z$IoLCWq|AxLP0)8=YZZ4nMN$m$l}{EYLjG~v)}VlX2(11Lo-Hg3yq%%JKEYV%42>;
z=s=GcB&xGOal!$XiKVw4g0W5xWIFH@^MUh47>SD)a7Dw(*Ot5dhpNNFOu$4&tkXLs
zMdU9(JGvGQ(7u8mg*q&teba3h^Gp^a0p|1W<#A%BmE|1Dwzg?@P3A?~CoM~No4^zA
z%z@7*qZlQyntVxy=1h7llZFpSOzpxfj5y!IlK)@i$;LIcF5c+!8K0G?5)>poZFKKO
zu;qU#PUowHx5u5udCZFF)pEm)RFk8bw)5Y%#eCA<XC=jESLy3Ondhk8@3k>jCwBVp
z;7)L!Oks;sM=Zu1E<VqTURg3Q?F{XVOocE&z1ah}kEJu*pQq4F5T=#D<u1SPAa|t+
zlbN)9SGYZ^R`V4E<0m8rZQ6cgqtBU8o|&`+7av~4sSr8wiU!^AEFZM@dg>2-`?ua*
z?a>ar<H|ayNv@nvSwU0B*<GRH;z#muw<?t%noGmO5-V!35zLXj2g_SEI=XH&!V7O=
zXr?r+nYXs7*cd(Y??DOm>aTIz=9}h2rewj2_8q==wmO_l_f5KOt2iKF^v2)g8ecWt
zI}rk<B)@hD)3mTGT4&O|?S}|bjOahm1U{?Y@Zj;zN^YZvMEU$>t}$9JF>Us1YeyYr
z1sk#fZkFq}Ul_T45Z^G5GC0@CVbGl4QSM<NkW6tEO&<ZV*qtKh?+XvlR{~vS<sY3-
z6c4+$3k3M9`@%f9Z`r4n>DjUaWyBeXIG=UUdnOk9K?oO4Sx2{aW?m+7KAR-SUzmKt
z6<igd$gIHfu)+=s(bSBw2d-j&*75VE#<Uxmi>zqOhG+j<2jhe6lOilrKgC)tIxKfh
zaB-(RinR?15)~3kU5@7Bt*%L)N!l7+M~4PG-}gtrv)+L?IcXuvf;xwg?h-bxk#LnK
z4(FIrMw)?Viua0#ytC$`?QY5<elzkeEbu)Oc9HfK_B*N+!4iy|nXs%0Av^A_ng1j_
z@nF==uWssO6!(FgSc2j}K_S~Xb?&WA^;j7^nVF3_CaX>j_CEmkWO$Z97UZ9}@cp6v
zdh>v4m9jrPIR);R5&kfq-*PAb<XAkd1+SDGDe*aAUK|*;3@0f9<WN>^wp{bsVXLFu
zhl+}c(K1ylSTPabZnL^KE}9$7a~+mZiyEBq$PO<f5dCGGkHs&DFXrG+UPKKc`XZVM
zH)?XY!_I>QXf*)~UkLZJ^Ih_LIqvg^t0#$dtEV24@*5-Zv{Q;tw~B24q)Z+tn3x!2
z7Tghf{2GK$x$!rewV|1)7?lUC9cLQjt^;6siFkg%;rx8I;CSl6;G78utBaZX0V7nn
zS~XpYqQ{x_sAsv?Y1(kDtyb?%gbIcJ6WtlUtvGWTz`S+6b^Uku<0~<KunF=GfGwL)
zX*S&N=EmMTl%K`L^?v{-LD;_TH{aqUO_1Qil-s$%CH9$o4B!n*bqiSZ&aT}FJQXD%
zfTaQ(1nzpPJyMTSKLBt^893-(I!aJVQT`O{Nj-_%sLxO_>9+^j*QUO|KTI-XL#58J
zY%TSTCr(mkCN-%^TsY3;X;ZC-SXW}L8W*Ji;EaR<LFhQp2n!^w651o~`ENGzbJujZ
z+7G~c<PN)Z;JaA_A5-scJu|;<nfZ3(VCXp8U~qDJfz<Z=PCl97_<TIK*XhvT3TAI}
zY4DDa4u&-OZy*^Kp{ys%m{6m+Oo;1FGyec|!r#aqx<>u6({^cUc%{`$gd-(NO58-G
zAxa@Si)cgsQB$e|-2`9~3brGF>20>qi87Q!XC<h~SVQs%$Om+&w8%RbR6Xs|+EhU)
z;``3L619+op(HfgQUh(HY$XW?VbGFtwJR!8l&q3@`hPx=g%*hrWI&V5UgXEr^o$Ig
zCoCc}P@ZNBCtGZ?3+YnG!Fl(Z1us5&6_Nr|gtnBUZVU9KvxT6i01_3H@7!Sg{XSdq
z#FYc73Mo)K6dfdV+bO~7Gt_lF3vQt`umO_d!9R7<A4w;%OQFP{s6F^WwA)GfPp0GS
z;lxPRHW#?lUtKP4FcE4=D$;%5P0D?62Tk|)x4;~3*hZB&<AtzOlpq3B>W4v)aFhX@
zsEy9R6P+doLXd>WlNuAAZVPRyIvHA#xGoVGvQpV6Vn@73x-bbmOVC_VQ;^+3R>~|%
z(f|p-32o+G+dZ{`jerAir^+<?53atrXcK81$Rhd(w9lE5d;(I6$j)}(8NxvA@Y@3e
zJD#MR@${6D&~zC+^U&ww4&Cv-I`A;JPF_l0meIi@&1JQLl0U@TsUsVbbQ87!^yDHi
z;*^%^5ONL@9dX#?`T}2R2nQI?zk!TrZP1Vam>Qk0^E0;G#7-9}<scn2<Rt8UVtr!(
zoB<#af%u(|P5%Ig`EWg^QxZE<=CqZE2~;Sq5<RC*!RL|=q{K?Gj_<8LS`Lt<Bz$@!
zsASE3u`K~Pi4rTQc~cz(;H<Kx>57s+c%=L85#=|el`RBMu3N7-<ksFxq=baH+K>>C
zFqV*&01$@K0#JYeN<agEDK>&9VdWPyI^N%w9~O<i{{T4kjC@>|rMS5g7NxqiWkl=-
zHcC<e0VqfTC_-?QBme*$U~yvrEnp8t9Cgo3@7HeKdy|mhgaTG`zTg4W=kx2FeS70@
zp^T2>AbNcIfI0!`pH2xH6Mj><{cy2h2KU}>5-xo0dx9X7fh%=-FcdIG#bGPoBV(&4
z8*YABJO~a#fdSgJOt6UY)D)mjlA<>EP!3nAL^j$IH8|l*Xa!0GfKB;HO5T>VH5sg_
z#Vy1jX-HDeRJ<iA2}x6mQPSIKQr18j;hno~Rad13BdKYnLvdcn*$PLTvYjSNjg$AV
zR+!;w4mQfyklNmP1Is<CdrG19eZbV?Yi6Ug73f=hABV5SnPL*U+Jp=K4w#u-ly}Z$
zVG0UTl;7N+*iZWzc9;8Hdr@bHzKZ@2?6<OR(^mUL?QJ`0Nn)8~xlP&55c7btuF&zo
z+l^C7Uq=q46+BX*ms_T8ny9|yuDxHWJt&2>4J%lK4N3(unL2WCos{$HNOkuVR-&So
zQom<nJ8h70oGL8aI=g+>;#-#VVIq8_y6T*F%tSa*SWc(r&wZwzF`=>wQnyQLDs{$V
zw1*@<%T9iGRMhca(eZa`UsXpE;{0B)tz{`LKUG&!<&uOTYNZgC+d@K6kd!0@qyhba
z@QxGMA7cK_={QdfXM^@1+0V1S&6e6qoNkAM@D9&#T17hjO;tn6fQFc9+N#>xmlpj?
z>VB%F*J>Vd#gfIURN%Md!l=)N&Pu$fvm{4vQi)QPp_dSyM3PCyNjWDxWWNzLzDlN<
zT&Y1-<!-K|hU=6%jwZ{I0FbE;Q>MyG&#^s}DNBflT`=5IM0cA?7MGZjkN8gJgH0vI
zW!e*zqCjRHYFKoTGk_-2p$~>sQ@_K08IEl7Z<{>4vMyV;cP#3cTuXkO^zUJ}oTOLg
zN^uRTNKATcInPwxLKFdz;}BdeG#2I*l%72kv)l*Te`k2t4y|Xi-L3+bv4xgfZoP_k
zh;cbub>NlLcS=!DdESLI5D9Q(1dolqu=`v7!v5QRns(cPaZhYN+2Qv%&u6%kKi>RW
zzp^#_Ylr^;!>!jVC@3nQrQ^==CYwWwqE8J|d`s~;4H~}?lnhRLMDkz6C8q}Ru;(Fg
zB{ag1vgV&ur9I^(#Zqfjmwos$<Ansf8P<@J2yunF!qDQRO)&<W0yGsioe@|=EV#)4
zDW;MTfa7~D3c%k^q?~MhJZ|`R@v+SQL38>~G~}6;N+rWoL~dc&i*a!v)hK9mw3xAC
zxuuv@dK)CFktI!`XmzDVkgsQzB`Wp3%T90d>zx)I6PaALxT05WI^1Ns%!XV*nN5<E
zB+8^#VTA{2wP*_^sgUF)D{WvYA#JI*7x&#G)r+I1{CZhUX=SxlA(g4dkx-<hxP&c1
zCBz|8gsh<%zzWKl%a7!Hw6xp?pO5jBc3JxRzRoqo>sjDcyjGp6J|$VgTc}znDywN(
zb@r)hYAJ(Gy-bJSO*)s|ckg8H6zd_xI*f+_AmD&{6SxF*O1I7q=jGRfi5OOXIXK+<
zej}$|yf#-aH!LeYE0b&24L%EPB&}+F_R<1Vl1_38v5Wz^?bip2-sfN1yUWXRX|uUG
zYE`+VeNB*>eKm%XxRg;f=K~Ekr&~kQraYzp0J~x=WokIq;sGa#2?FOBkbf}{d3yf<
zIqQi9;$rBoUN;@1;oFzXQm-Ch%3GCrZJ*uSwyZJcRcg~hNA8f@I>UO#9B?6|<!+#H
zF07k=!{sfjK;^|Ip+$g-B|WC&!<ABm#X?ZdsTCJkb=Kc?*|L`Gi4W+)-+4zlAP95F
z7!<xvQEPnt@h5jsDV*Hq1Qz97E=;LKk4UiX^{h&ZXi}Vg)j0F0N0#Mb=5~=SwxhI_
zw-qitzqC2);Qs)`Ra&6!uT!@w)ws(Mrb?_(8DeadG;}v2GnGhUM2KXZH1liGjW_^c
zaApe7$%*Id<)_cC5FvLYYqZP{tnPg@#I|kd^#rX@q(_#9_F0VkZ(}1MWu+^qKBGHv
z9{K%NrlFfNmem@gG&XsIUXGf*MpUS<(;9_Kkj$0FW%(}#+NjlM7>v_GqseXe7?8r7
zQr3ptWiB596bi-3Qos3C&faD6s^*^WwHK_5rBwPZpp>PgyFhFRQX{sIN08za(t%M@
zRB^(4mmVFfeBz+r5`0Nr$DK6fTne;o8jX67Oo24pmPFYx6JOOyiva>vM&wmt*i&0V
zUUCF@vV6q}iyU)ZuHiMDcY~{gQmwYw;x$xs{8h!NXjtIk^gF~_XCNfIR>Nwe5~L&|
zp=(j_ge%;?v*)x9&ig9u{{a60RE{@GS6Rio8`<8`aZbQd(z8zb740eB8s`t}R}-x@
zB(~KTX865heW`I}ih|?(5}uSWuf%6eo`vD(lx;G-Hp*nPDk`JD?bSM@!r~T!hkUfI
zXOhr$D_R^Zwt}{lTTv(^aH*hjzn6B3l5JZu*`g`1gay;6l=#k+qo%jpjvZOsDl1tk
zR!WH{JTtc6F1d}$v^P(&Zu$2mu^F<4Z7bFHYAwTM1xiB{de950)7wHwLrgxo(NKVt
zp@xS1KK9*ir&WjM)Tr|4lUq_#A{>>W)CV`z<Y^7zG9##hP~k&sJr;y3ZZ$Yp1>sx@
zm+)L8hfr|JV!rdZpr>w~3Q<ZyTcNZkyl{X4ab-&&0ho+%oxb*&?F-tc98YMyq;}i2
zJ-Xv<(+Wm-pKAEu5aX4!^l5c(CXSWr_un+MO}z8YH%Cqyr)h4uq%xAV6AOG!eVtsO
z=hZ;-0?bnRJI<Kv6Qf@Cykv@1W}wnfm;I=>nk_LYP7o07N&=$Pl#+d^b6QDZal?~8
z?VG~|@Tylc?RP1%rLu~3O0P#ROR{eWt++!~ss%wQLoG@uCHLtS1VyPsbxt6)?CV2{
zxh7l+Anq}-BV*L#r+jU{@Z&1f+I?!A{Whxx9Y&t}ep~S-u-t|mNI3;fx|NMVLm@zF
zN!=tX9BL&|0bV4?Cc;jdY0FLb+BkIyyqOvueGKiduS0?xVz~z9rA4b#q=^ybvX@Y^
zl#!9TRDylgC0^>2*p8%bRV}AT!5uMzM{%6*zkiPiyMEGzX$3PuN}HuEWzz*tmHQIZ
zK+zDdDpY>{TZE|^kG!m7g~~`$LEIjNBw&NzW4QjjBC?a=kUIYWFSE#Lg%iIaG3oN<
z>5L~Hy>Ykm_;G~ebH~LHk(1NmzZ^r!S-=|~k@@3(qlCiRKKg1tK7N?T2mt%r5Tm*H
z4&M&kGW^b%>55R$SzK6B)Y=;atx_h0LQaqYCk(pr*kt3UtGg*^U>x)SoxKj(`29vU
z+pyv<b5616E%?b=id>r7Qc{2H;x&~GiP=uSk~aZJ2d_&ssm$%<2-mESoKMozigl(M
zfNvm?p|ptSsTyt8*k|2k=8hd<=C?oZT3QZzoa#uy8OaBxci=ymlaLY)4l}5OpNQDw
z)27{f@zJT0S;<712*5ZAdBBm8gRoEoBV&%+an&<r5Px`w0*?N3G2Xx%{pXrmj&|sG
z>BhO~j8XvCG;@t?Ir6{jV}OM~W8K+ZGN5{N8~pnYylAH|c1YayBR@Xlq5fmH24Yi0
zk2VAsw>pl8SUDqNJ)P!~G1~(J(C^0=6$JkP<O<r|15*<fu+P1OyxZB-GyWhG+ascn
zzL(eTZ~&8FtMk%kH2H|$PCmB3`Z>Yo5FMP2NzMTcM_I}2G^x@50GW5+fTh4P1_|{i
zrVc%K^gkbu22Thnr$tItEtEShbAW)$>q?T;R3$1pn96p}K*mWSJOWf`ipQ5XNjh>L
zjOqq)xhiPL8y&aKdhebS?t0pJbNk&&W)F}e<LhzdudX#h(~O;o?W+nH?nc8o?eOF2
zDJNo1{c?9W`e)_88~YH!Q*z+1NGBfA<*#FqF#200liMWcVmQGXP$MYw0U7<$+IM0G
z2rVe*C)2*$V}<^oe;?_DC?iYSber<ieZG2QMG>bXeYf=g05RY7fO_KdYC<GsBD*kP
zpSY(X$J2!5k*~{90CmCoC*4ej@*HLM#^7sdXvhTQ0;G(L>`3p>_u$bXM%<9E@ikh8
zbms&m$a2$^`i)5;T``{faE1orZN9S>7Sv7u04yj>3+_IIZwH<IFkF{bl>m~oZce1B
zLm26>$I~aTe38d=zUVpg7OlY=lvUFsI6AU$d*=XPcHkNbUI-Z=60N`<n`HDK)bZUJ
zJCTi#UH2IDJN5eS!G_N(SZ+j2Uzwg>qGJY;B~zO!Zl?uO+jOKM)?5+gMo=r%wv-ZE
zb68q6A@nag07*tvNdExr+<Jpbc7alAc9eoC^6?I)6_83$($(b1z!(LGN|tZ~c_46^
zaQ^_i8Qf$Zn|s;$@9VbP4*Ud4)PfX+DI^_1T8JQmae|x>tc-#P!Nxjgg|q|I{G;_e
z@ggNai9Zw5am<@f&|pM{B*k$|$d2@PlaO0|wKT9n#_3oDdW?<&6VW(0&Ph9O>5TmI
zjP~JC9^k1+Z7`+9O>#K_A*oHN*$t;-mZhaheWH<^6)d(pf;x^}8r_szTzTrJ$XDN`
zOL@1KtmoWrY5-*;SGk99K|7EE;3RY$r0;J|e7V5F#_=Qs*la9j+=O}nErdf!am56r
z6)z-!kV(cr?s7=nV0`!M!N{kkH<qfDrsD;tSY;YsnWXGLaD#@*w!wW({D|Xvi<K%_
z5nHDkTy+9dBsLcGkVZA8Xvio(;S3a{_3Ahx$x+rxQq{VaqEw=OB%G6;yYPU>9#$Jo
zr}NW(SXd<U-UYWv&}$ZweR>_5lMz%CPKbtd;}YbA$e2_I-%5z`nK?N~X#q(C1!~}_
z#XS1d>&`93tm;zMqP3|<e3Ej0JCoFmV~!hY8OR$EoPnOiA76$(oCz7m{djh|+ArlX
ze_vZ03t%94K(qrQdV_ExCQNg=(q~rsAD(yV{W~A$o;n@7=hx@y@%i!dpxAyG<LLw(
z9^H?}f0q0v-x2iF`Tqb&%A&*qt;qs41bnSBEvVNYIKh;tDGE{wPEt~Il>CUn?brP{
z`avJd9sXXt3S|XY0U2HnKpT;_O}g~P{<+571oHY{Z`12@t`HI|2Q8rO(_J<u`|FO0
znzg4)v?5|MGF~6QNZandoH(7jYAa5E!?xWK5)6U_cO7l#4ig>Z<vq4T$O9wdv?D&b
z>%~np$sTD3ar>nE%f|Z>4il5}KMlCiauvE5{mKs7KpOVP-f)daIOqriupAt@PxZVX
z&&v**c!Y~vRY@OTJL+_SgGEvVc2w-O91W7&8CuB3NmH6i6WCy=sAo9G1xk^ilt)00
z*#$UGONs-bal@08?e}zoPu=5GO_at%Pq+qhr0Xg{^(sNiRi9M@*YOgWup|uB8B+_$
z223%HiNRBhD3mDY2i#IS?bCwaf3L@FhPvU<sLc={OvK#(0IEa-YkpWPSW!?=0GyMZ
zf#0rud;LB`KX7*W9Pha4(2t1UJQ=x6ZbC}w(^;AZNoZ<fQa~VpS#uhR2N`K=8y@%^
z6}a21s5bL!ZDVkif|YO60FIk_b?@7QOOATQhKAgT^};Ac>~f3VE(ox^d?fAH7)U2c
z8i@GgC%=8ZLq9FJ)TcQkVT|<zXY%Ru$6tmz1pffS26Nnee<AsCqSS<8D<LH9jfVT=
zjQwzUE!ICfN$a37ZGCWqHLeNhMc|0J9eMKVaq}rr0Dv-j=YQe97)GUZ*c050p4rD;
z$EO;EmE<-Gm5=~P)J{$S2^~q{XA0MKn9bBH&$UH_>U_pTwGVBSoyjp`47#k~VM|I8
zk}|Ah@Yxzjo>Pfbg<1h4_kf5o2joPOM=eRaZB(f<PYDk=l&!;t(nuvoZLmnl>ArT(
z`)$S2_(t$|X40)nA2Rue5<SOtTydgR>6FJ()6|L_7ZM$W<81&E^yQ-qbxs0=k^oMu
zo;>XMqOLtjs#~+I)@DPbp{Lq)*9mYrAT0nb)uB3DQ-doA&H&0mJ?-<tH;u<Cyt}p`
zuD*mKjSdwaZ9Zayjz?5RQqEh}60(K10ZP-9o`B^$<MCqpl9V(`K)RqAI&U|N80Kaz
zZi|5-gfF~#DS;t5pyjx^o#UOrh?~Xp!eRs{Y)6e2BM6Q(p(u?V2|_>s1f?zDd<Yr9
zJX8Mw+HEVv+$v;xrzz?)qjH)&as8rd%Zy`O4M;k|<kclcN4F{gLDT)w#+pz4sulOR
zo3@ufZR-0htJ~ODn~be4pq_y4jX_5_+hN#zcyZsps5K}uV24?l)Rr7+=+7Yzvhz+P
zrAToOWwoJTkWjIO0zuB)bGe>Cf~5ioxt^Mf`4V-$wvMgl+Hndf?(76*17a`E-9$`I
zJVw<dPpeInF0(pqLSo)ob;<9#{GUBaC1Gy5wK%1f6P-sO?YZLhzRS<E>IK&AGsI6j
z=#M``gCVJ0zO<@rr7TqBuywUxsW7k><Vf!0*yB2#FF21iV4x&$;6nQ{t?Q@7H2!DR
zq*5UAPDGe@AhaQBO+syXKfIAo@{m%*N?PS0KD{4#3oRuH0G=+|n<AG=ffAKTVXA#P
z6Ai|R4U{3aV@G8vLrpY<fD)9YAOHtV&iOn&Z>zhB5@JBL%v=HUwddnbj*1*p>scmz
zAwtk12-FkL!>62t$B3?UTbzUCCDY9c>}9)5wQ1>76zG8|a$KdUG2lUHf)dzu<u=ez
z7;OhS2pHqbr!>CR9~Jk-eq~PCz6UL+!NvOp0@tR~meVnkuv$#HRXEdMmnTjGj_PR&
zSyq<7<I!)7svWg{_*>^a0^?E<6&7_$vmQc7*B*5dh16lXjAdB%h7gs3)g*(kJb0FM
z)g{&8WBuaw4!!z;{{VH3_TOT5=`8|7g+)Sjj#DCL<msRzSvp~yR;Hnn-*!k(ys`w?
zgxg34+T4qc@#qJ@m)f<=8qY8-?o;@Nszk0*?zzaNQ7?7Gi%zLiYZBHQr^Txx6HG*x
z5^MTnra)<zSaoPCE+Cv=?NVD6C{rL*VKX`m#vEbjl8}d3eYa9lv^?6<P~&Sth*Azh
zfyM|Yj{#Krv-FyTT8vi|)VMMlml4z*4lyP=!?E5%fk{f*bqHEi4nasc&mPmfHgjG6
zXz~x0*WE#6&9B+ir{}H3g{;(Ajv`G_IXNqk!qy2nAmr|I#8rqWbQZuGDq?SGzR~nM
z#A3}0>T!ddW;wE?+TsM8%#*)TNEbM+Zgzc|)EZs!Q|2!tD~;MMRNSacu5$8Rb-O{A
zCGw}7T^d^pOO(~E(xsv!t-Bd2QiEz}aRTa4Bv7TzqsfQt)kqRvi#2X2sn(xi#UX7r
zf&x$ypscKFS=i(axb$~lk{pEkkf5SmQikUv2PBYs<Zaj2euIiw@o{LiMCKT-#AOUd
zxgw@hnh~MDZe?Cnqm+Pxw|{o(fh3hIoCNN5_)TGiu)Blq?;h;mYtKK|1CCLx)c383
zaRN$!9wBI(L6ag#kR~p16Us?amPk^GB}zHUj(5tA3HY4xu6q1-`E<vrz{k&zrAKj`
zo|(?r^aG~&>)(xfdXLxWanTS)`d`Xo{{S)Y#~P5k=a~e?#0zb0>>@A9BOgfLZT)t~
zPlwAH&mB<v&0x0T(YHjXfOqOfa8Jx}$Nc{QUtauS>5@j<Zhu>FZ*#ExyyMT7+hR@k
z@mxR?sEsoi^xAKx28n=;F0j*~UwL@)-o|?CKmd{GQbEsL=Z!q5ZaMBqOmv*%&riFb
zO>Ly(=0M-CUIJ=QuggCVUr*LJ)j*O686Q8FZ|R-7@N7Q$M*jei_1VY@Ch!DAn7)Kw
zWZYgfpG*o|2?-jI-<pgS`H|F@kP;LINkKYszQiPsm^+>UX>_b1v?)$3fRv<aQ6%&U
z!75SdfH&>Ioi>#^O4T8?`y@7W`$W~Ow8KG1?x{qLYgRCp+tj6ccL%GlMW&%qsf{K}
zppd$o%(dq!IKeT!-Aw_VmZDaA`f#xT85jA%79!neQSz5bi(f&mw@*zYcm~i1E-ld@
zQ(10h!y##LX-lk9V&ziZ?w@OL0+_8Up#+yyld?cL;IgGxkv#!~1jK-hmLRYK8EXg7
zV6A7m*Qr@MA3*OGWURVgeYX@;R9q#%wRR-uBR$C-{#<BcIFOYiOMvWrwF00q{v_<7
zoDK2RAC6iHGh#gXS`U_<xLa6*HV2iUbNFejZesz0Mgbdi>ArE()30(y+;qlH+w}ZS
z{{YvIgb+w01a$|u>l}S2Y;U*o>-qeCoH!VOJ!eDb&}}EJu@O-!i<{U2MC~40U#7so
z`Nn-e%Z$PK_uJF_v%eX_e7`u4>pPq@pP&ZOBtRqKxu1+<@5ANt>DM6j{d_q2#&P!^
zyKRy2{+adRNs<YZr!QTg@A8}$n+O)=(_Kd`O|3k!u8>G4VxEL-d-oVP{d6aTXq9TC
zT4SO@<hF2u9z#f$(FffL4Lp|z%SM$0zDC>uVmjX>CuF2*TZ#lWgy$NRzq&pHIX!{k
zYmyj<0wAcZ&@j0qV{$$3BRil2uvW?=eYi=y^!W4BpU7BkhlLO%##jJaOx%z;UU?2!
zFk95b6?=U@M4^&IH7TT_U5c4;P9tn*Kq(p6jAI;JW-UVsZmNVR01+O0YG9ya?xEI$
zjN@!?pbn&Z5tR~DPUTyb9m&bhe4P59mvNpx44sB|+XLgm@|$Qu>89MG-n-!fq9(!w
zd0OQ25u^{Kn>|II%V~GWQ_QO>4o4}Ff(F?NWUO`d#>8hB-~d;ak`$5@l@L;_r0<OE
zM%~6Sk-x`}tvxCt(&H~W%7NKUI;0=PBy2`@{6_|cxa+AXofahYt4^i7&_scb>5$27
zz@k3#m8hQkju2dlJMa0Ow)FDC5S0%UkS}sI@Wu9x;`^8;33F=-8xEU%e^~VE`EmE5
z#sJS@*Xxd(WQ=$3zUGKs3PwR(x^k39-aweZ&U5!mZlxpOm7EL!c<Lyx$VqaWCLKW_
z=gVeF8jwZ--aFy93F-HBk(_6t;PTVcnAe`&K6s3_oj{*iH}byQf!742;0)w$lfLI9
z{0DvhJ$4&#`|>d!V(x9e@9bQHHyIUgUAM-^B=E<{i8>Y&DjbOG1Z6L_w)P6xr&309
z&=HZ-uMf|M@Eujyu9y@dzW6`%$4~ReO}cR8OoOqu+^6!xRDcppK@kFPsM>iRSda~{
zcgW6qd`F?%Bpi19xE6@{7{=W?bjQP|)cp7yhCs>2-n*RRt_M?t^gIbmeKzgzCvSk*
z43Cc7P7`=04=wc{mF+!kh%=6-(_iP%!8=X?p`U=j#(zG5XY$|cz{D~=4&8SCIX_*<
z+wkB*TF+hmeLknI+3DNUfk<ySz}OwL>#*DP)P4^M8g&NxfMWU)>3qWDmKdcN2S8_j
zQNI5G0T%}V(#bgfTLbazGxR(|&ludkHA_a7d_!YYyJlCg)YO5MDv?uKP}{2`a+s9>
z(o@+foa&C0@itJ;pvJ?~J--e5^!atcb;)ePx~=NXyHG$>I@LB+Iq*^mK$6OvOQ_CA
zn99msZCez$gsV9m3v4Y49Fu9h8%DMgZ(*m$3d`Noh;u*`kf1k7fJA9INi#a)frucH
zobUN@oGEUbc5Sb4RxRq2WvR4^jH-NqK^by0%V@16fvL9wb)i_okV1yU5}pl=<lya(
z&(qWR@s*B@5I`c}i3gZC4C+FXcKCk2yM1^@)EUyH5Idh!jQoBX8UB1OmVu0oy>Z_=
ze?AjcHnIuFWAOO_^56A=!G*$ND!jKy->x!M`Fyyx?*KPQoo-%Md+z1RWcXF+O_gMr
z^#+V7fgtos9)%T3Bm7T|TaZmel@{Ft{_EgRL-_RKY<MQTKeN2&qd|G!E*;YjZMynN
z!dCp2gsOg_oDyflj?zvtJk<f$iD}dWsgnaXQ{-*=gVS+}wT<_b&Zlsk<IM**%mO`i
z#n+_+(<J)ukH~S;K|5pmep&i(Ew+CR^Pai-9sBxiz<|%s7|z2VucrKLgd}Y~e{qgy
z5(mRTCg!iPvDZay-%@<3%%lOI{Y-m)JR^DS2(iq%(FxKdF-(!)eN_1Em3AAcvz%-X
zeil9(5>tLpYa2Ok%<caGg66<haC)8aM_&AG;yxFXe@1st{bqqrb5~_(eq$$d*BSsl
zI(l)KkQ2pJ2k%plh|B)~(HPlOD}p0W1yLUoOpo_Q_>JMC+!OhJU3lBc9}mRvVj9Pw
z{Lky_#@=7Y^8WxnHF1rC&m??56UV~O)8u;oApZa^4LrY(<^FtOZ{wes{{UVL7%K8l
z$MGC$TO;A=k^KJv%Y!o3Gq=<q<^Ern9F*Ut{{RE}$ME36g3^=RY<AoA-;D|qdt>GL
z#{<;fJx9-{<NmyJEfd%uh(GDWN)mRDEEob?2hjY-^Zx)YG%WSo@I8Kq_+x>kzlk3)
z{+wu1q1!(#{{YX1md?lHg9VFZVB`3op8o*lzW~<G{Xbtmhxu@LQV-9u;4<17++*pG
zeq1nu4aO80`}^cR7$_{`C-@)X{CCdT>B6SewjHg^E*2E@SjlncKu9TAVYNK8tew2J
z+CtrZT@u<rR?5mqr8vx3(k04qEXIn%vSd7?gtEg8sn?xR$K7qTscP8llknl}wHh(#
zF${HK6QQ(RS^x!To2Finc2<>ygp-ZiNo`q5iceSB9uVIWuT!-N3a6q<98w4bIO>V+
zkf3Z(GO0=i#HA@9g&c7`x#O>Jju?h1R$Hs$3R_5UShUMw1@)wXWssyH1Q1i0sU#^N
z;mEd1+NDckJWUCC_8XZuNx+PRso1piU=Ye5d50uC2r78QiiXMqFD1v*n-?`F!&icf
z()GFBY9-C$24gnOt4@4`O;;`~bv=4tRkSjq6t*f+C{9yjrNEZobivZ1+@uhmvTbf(
z$Fc9ryP8*Mu&oLur%+rwfXZ!|skk33u^LT23ee)}lBuy5K6F@WOL1SG%qY_zZY$5M
zdENV0e$ko!BAdA8(HwG_Xg5xU$*xUXVf12`XH%CIb$Zg6VJ)GWl}%7!xF)iMGXDUV
zQiM<&QWB2awH!zAbmg3-rWgpVsC7dqd+^~8Q&ZEK%%W-#%HCKR0$WQ2lJP0?F2?Yo
z#VeGgD7^d2JUy1tnO}xAU^P`!QnE4vDI9$aG?f+Raa9V)De}6%iF4Z&Yj2fzOn)IQ
zR{48pTyh#J_ZxQYp~S05I#d8jOS79>s#0^5DM}?{gcbh)&*-oic@gEII0p$rfWYWI
zHrt>(_6Hc^1lRev;w_6}irj<bQSA$Ef|M6FLo})^NC-dxj0B~C0PHc2nK5$e=A?&%
ztiLsDb*!M0vP;O^Hs&%iQ~(P*4Pjf6jy`gE!t;u8Uh>Xm9%?ryO-Y%@*bO$88%s!#
zhSD2N#DItZc>p3~l;TkH6Q1(txcN-gs1l*N&ckqVxBzZ`J8lMX#5=qBp7fPErOGNf
zQTzVr$vEx?JNE0>Y;en5e86$lIFRu<Bxwrx^*=tNKST`YhI*-9eo~ZH=?NzwYB<K^
zWF5)L+diFl955iBgPtB%PJmiPj7LKskk^(TI)6AS*2T>Rzf65)*iYfqCBlTri1K{7
zQI<{y9%V`ZkaW4F%{fRsNcmUGS7cUe5N8=NWv5svUQ2FcQrUD8bUM<qm8Yr~l%AYc
z^s11~l#->Wgp6*bWZ(p(1CmbKK*`C*=Zi-0SN3)Indie(Zm()QtmW)TZPndP$rWx~
zw^S0ZdCOMMkQ$Kh?uJEHqPlEil`>+gp{)$7cZG2^Q3cbeDcWZgl@Og;St(9`7Elta
zC1B;y5upm^_}2w*h!*M+q&HOBG6JA~Y}#dIyGqKF;!-lC`@|hV2pV9jR%(%H6j)QL
zl}dx?j}8Srhh@u@^3D>|5!nlI#UDhcU^Nl|&lf%5Pr*&f?ej^xd4f|GqQfQeMq$KA
zUB6F|kkqMF87=FMD)N|dRQNF&Q_aS5OOL+kTV*Ud+@<jC%brd$)O$XHsW%*!+l4CQ
zsua(-Y7Q)=3vIW&v^NP7UBO&BWO$4zT2i*wP?9YIktWOV{mX{x7oEdEwWU>LLrr40
zT&YB+Mg65ThT+nglPTt#QlkZ!%(R86PRLZL2^ti1=vVPIC8Z_533I|GGZ7vr0zd;p
zb22%cX7H{Kg}#-#5~Q?3)s%Q75tK;+O0TRy1dHiq_D6?PblY%Vwl3>&`OxC9(>8iT
zuvhGH*h6vSQmRfBQ{*_)Xbkxdm|C=HVQ;LAr|ULsnhb|vR3JT1p9y8RqrTGFd9|dB
zp~lt%fx*Zs8;lf^2;wbr-<`9p%G6c2Qd+5U+-+rTJW5+C(x&9bT2+lYNK%4wml2gG
zBqxhYrd)JBcv}p>syPv>vMf}ZC2>kaYL=9s7NJgj1Ls9|WTDmNah9OqK2dQza%-6+
zl4Q@H^XtAlbcFdtTWAr|!)w?KHWrNgOPF?*Taz5!r^mP~yOJ@4*qlLjp8B#QNQo&~
zb{xo$6u(cJ(Mz!;Aq79XD?y>}7CshkzYKTlv{}XK&5>GmM5`L|OCb^KH1rUqLYw84
zHx{`~Lyfgih)4?>CdLYhA-r6*W|=yPK14|^I}%(+*3-=`B@VLlO46Wu5K=}#7~2FM
z{3<K(t$uv+%CE|<Xh#!bJl1K|P=?i1q0|{dg*LxQdDN)0G7{CH)TKeWag_WS8l%cu
zc(X@TY1alzN<K95I%gd~)NU=xDpk>nlv)F*658S<TfnU>WI;Dc=Wu+;t-ij$k^O(J
zI0&}>AJlxi`g-u{b4Qm|o>pI19fw`=+?{XK7a20x)$G+MP5}Kns}Pb&jZuW_5}HXR
zO$Q53Vb<0Ia;DErXC22;^#1@}Iy8`=6bym^2beHH`_mlKf{>*pQWTOw2beHH2g~Fz
zP^P-=pX2_2t+)!d_Rr_j@%|n7Ia_~FKN0<ZT{sHkeSLd+AD`>;;UEu&{DgW7YjHe|
z0DW|wXK4B9e=M_tRky!w`uZP_&;5R3R@Ywrz9Zy+UtSItf$5)7*B{T<fU8H;diNYO
zjU%U~mL_a|6KGUG!h@yfbMiZD7be7lPx`P*wzKK;_4)cAj{ux&8QUHI0N2!fdj5PL
zEx+~0UxEF9F~Bvqx!8P1^!;tZ5#`I~HMPDX1PDlgUKBLB`}Lok>n7w7IM#b(x5Me%
z{P*fO2&Tx`_2_Yv>-dlBw`0Nj*#|p(_TTC|{CXY%xYxt=@IOp{mkfe7kC*he*myp?
zqvy|C+e@2ZiEa1!kC?|_z;)l`MmPxLN7Jw355uRZ-zU&)F~Qr7V{xC?ukz{X>A*J|
zIXyoQ&waPwe0=+!6U$NQuczE}!_s~hzWZBSo<jS?fdrdD&O2|uHy<(nd}jle(av$5
z{yF;Ke=gYLI6`l~q;neI%h2J#lgrfWr%q-(_7NDU^2$jhYwNajkDhlp_+vkZ8-`ML
z(p7>t)CNazaE*@J9Q{2<d3fxc{Q(>NK>2+5=$45YIT<+z85jWPJB()_@BH|qi@Hs<
z<_3l&Y%F>h<*p0ENebBn{52D)KO6y!4&$lo$87^Te3XNNoyy51;DfUFP}mF&C%7km
z2c?{hgRJKrNCRQH0OvT)`T33pHwD!aP{XRoA91ykMsbgH91QGmcRhFD!b*+608Pf=
z7$aDK0JfTHFi?o+e4r0>0#pbCzH&};w&V<s_~W;fqO1VkRfQ6k(SfI-03-pNZ>Jgm
z02jpdG`U41`?}H&2k!@#F_H%E5wRm4hkf?r=zy`Dt}+P7!IKyrjyeZQun6?&f;J;2
z4;T5PVHW62&z+;?f@H^D21rl6t0_nrKBE{p*khm@oD;tr`6|ZBS;C0`sDKrn$T=Ny
zazF&+@4?z(qZw4Fsp-(jaD%^6+bbL3k)-s-cOY@~QR5H%i7WpA)N$PP9o#K+8SClW
zg8-gl_9T(G9L|t5+WX*;Fp>s9I0pk#h#AgtlYx`*{P@$^K_euOh{nf1Ux!bI{2mDL
zb~@!Kcf&0szB>8tV{Z66^cd^iwxVY~%`Ios+L}Pv<0UDGqv`%GycjM&cy%);ZSHTp
zYZuc6Ey$e62t=10YzzjTDSeUY`<V%Kyn2m0oE-Xe^H_5tRWc*F>g;7X3GMTo6e-B#
zuR$LhbQ#YFA+`o|Q=1@v;P<4g{XDhD$-o^G)Mu$2bwWWIL?}qkN4(399=(5l<G_7J
zar4PY7e5oH&koK+N~8$ZPUB-~09eP&;FT~a?+iC8WEC7AE<-4k%1?a19Zk8=V^^}P
z8QdN_w`@t1k6@7we&-2dQ)qmF=^jXrAd|KLXp(XV#O)|}WRD;d-MDdEApF~8ZR!Ry
z>&DoZoQYCXw?sO$Cnu@WkOoh$UYqT~2LAvlzw`O^*9K&tc{6fMcxGd%8*=)SgzBhO
zIO{FHPnwmZeJhOcDFk5b5rC0_u-I{ejVl>cWgrpNz?QZo1G|O2j(v9-BiDsf5-O2S
zW7H-#3Cf#O>vfgqsBxDyHn4l^NgYA!z_Bq898@VZ$-2Jtjk3CX=dS*26|~l^$@ke_
zP66A3{DJcH{&9X@ct~z_P#t5Y>Au{&h|>sTM{xb;A~(}>GA`K}84bL%kUJFq0OyU<
zNo-?W$Vtypi7pZD<Zj$o5;xlb_1u6r;ckdF+vMsMN@CAXb()k=dTvr;Ndr6NCBgvc
zPIwY6R^QY6KB-EbtM0O7m=aF=VVUAMCq0n0@318BNZv;~Y3rxY210$<S3s#SKg(r&
zr^^UIPl^C0Sy|s^qd2T>whO9Yb=d3(`1aVriV_aFD$d{Tn?Uc-`K}E9KP|XeNw%ug
z@#aaU%W1#-9pt#Ci1kb0DWVQW;dmg90Ep!F{yU$`ufv6qbTU5t@X`o35Osq+Ha=f7
zgy*wH00gk{$5OY^zhkmvf;Ze9M{kDwY#M1lb~9vpEpDqjV|@;{-*K??IR}Lxh<lIz
zoBa6S*)|&t{DA(ag|{!Cm-G1a!cX7d+}~U$5|g%wvD1Qg4Ecj`f-vfx89jO&9l#t3
zN@S#DA*Aiq5u&3TV>*)1JvyG}e!L!{DiRd82tp7F++O4%2^mt(0of@8kOyLToP4D4
z+u_5SRB-Hn7F3FT+{HO{DHePDx38<tTMea7!HrdFsNr5-Qe*pC>FuFDVjS|f(k;@_
zR8^(*vKa`cY`W^6sA8QdLO~>?zUyIT5_~Akt$?`28r~;MK&ocy6#ja*LkuB`TB@Zj
zYAHwxO)D>VX_X`uxsex=s}dY93YKHE4qrv7OhUhCT@sC9#ViowVFaa$YeXHwJcKGr
z2EZ9gByYs(qog#-cEQJ{`+qFt@T}!uhZgR*acTB%GdV!?xRKb60^X|LZCVrLp_apJ
zu?2T@Iwd|sx=@rQp*Sq7WP_d@OY_6WIQdZ-5^tVgTy#2fs0)o+FqJxiF|`6x<VyWC
z%%n<fKxHMFi`xhMLymQ7D^iqqKP>?C80wo(c7&$(18KYoB->N0ks4?x5&G(^`z$wd
ztYHVf`whGF?bpA<isR=c%v^Fn*RU%ibGY0M$8Mwe@iTdwQ&f15fS@py1GoenXXXz3
zjQugc6@|@8$$4_Jv-g|;=djcU`S|D4IX@@1FC=RKZN2cqZ{^Sri2KtK-l(HiuB}T2
z)>sO0TacY<B`x6f)N-|_W1R;-9^bPf5J60YlfF{o6bH#Al#n{@tonMM52&;$?!@-N
z3PXls)bK5^;=pS-XK)Szll#Qv?i|={!J6oj(0_Q-Y;@W~@!2>z{{RcFp<g|T{J7F>
z5QN-b3~zX}bJBTljHi{I#T}*xkofuG9-2&S?DL?WnwU-o_}xfwpZ#!m^#g%$t;cFJ
zB0+}pPDz&~n9QROYEzFmme2xxq=gct0)6hCeL|d45S`tb5eLy8d&(X2mRMVP?Yo2N
zjPazZ+crfe<hvrtbkCq#mps~XmmMv(Dnf@fm@gqpbxsAxkn$upe4s+wN`?r?nU?#<
z5Ryt#r3}gfNJX<K0|3C26L`gE+$^%=fgwdHB`GE|EWkoZyagzMFm>KBw~T8F(vK$3
zsB-4rR0<Um(Wl!riH!xlHnUi#E!SSUD<wLTnRT}%I<<rkXNt=ap&<Efx5N#lC2dGj
zJL&@ia&T~Qw*LShL+Qi2WBB5r{>5g4%w{C9Sf`{yT~)SKA|*kFl9V?gWv1P6w_HXG
zsCB#oNDeu&xHo^q&xgkr<dUc@NKh(U@o3GtC1it~7UHGSv+6<L2mb&G$_^-4jMD~W
zNs=Ob!Gj~^jl79~GJyaH8W;c`r%n0B7rcYzHTlik_S3NJD{856T~~c-4HDm^z>MRv
zs#OWEC6-x^kdl>vrRsIh_e?aEyz-l63tD~l@@9$QYwQ>BcUix@Lh}aPk<M$5gC47L
z#E&{4tXAr*u%{{3MV(Gs#MMx#(;f1r)*NXK&Y7-Kk}(DnJPL9@?PREUI=Sv!{{X{H
zuMz%dR;|gFy(ay-X)z_vv!PU0-|ZQen5ZI3DHVB<+DtXn+oroQs4hs27F1Cs^5jUk
zJVbNH#+N!6=0AyEVBCDchYFx7vY}S$v*kgM>uv{FfRsvo^}N!S6X&hx9AA;GhSbwe
zXiQ2`I>Z7j49$k5TWz{eNf4Z(!VcE7SWcIT_-i}fCF;*Re$sAhb34WdFtct)=Doz1
ztXd1$^QiVcC4mlx9bxZzmZdTK_|0k=YxjVZINFQT;6uhAfv!N;?@mH<^OBYw(^a=G
zT8$>H&pB3|7Vx>_NIDx;K7A_bO->YQJQaD7p)QE!5tmZauE;Xx>v2&Zm%cD%(Bm@+
z9z!(v(V34PD<Cq<Oh;@shLGEOP?V)00G%KuI0*w7;*q)SU#?Jj?|9#q+@-`t$y}FJ
zbs%|>WC@R{_oGXW=BA`F;U`jDN$#W+uL>I67mF)|*0oYwL&$DMM;k+#2_W~0O2Gw5
zivmT769j|L_M5Y;_KSr-KwhY(E)=XePW!a#Sw@Ij+E66~!6_+HO45>0sEmG>oTugY
z+5Z6I9t|d;$~k@+FX=T^u^E~vux#p0!38UAN@!GRH3}b@7BfLUS(E2I2`T{ze<dS_
zUg!HJ{6AbV)YVtQw<>BZy{Tqx2Hm#l&#f!gtxU|fUZ%@P$ySovpp1-t(T~l8l-?(3
zaaS1=>Nf`~?gokjcLlXJe2N3_5`TL(15yz_nhL<nu$+?9Xe4_g)RLuI&ny1W{{R}c
z6+SbZz40Y`R_*pulO5_s<2tVZHh=<Bxa)h`Vtc(?l^QdEY*H{!9<NQ>wb!5)#|WuJ
zO53U76!j~TN4yz!flbG|;-^&D=2408I?reCaK}^^TiPmR0usx#oOS9Jz(@cPw`lmH
z9#JHy<fvu={{RgFap>=!-(shP>SSrPseHe_`8P{vLS)xzmrUf*sqV;m3`bk&yc2NK
z*=gAiG|NfW!)`5YGM56B0j3WZe`STu;r@#@^W|?e>D<e<VzT7P_WXufpkDOYXi0I`
z6A~1M>D83SYbtly*8)<|lBS?KPJn~0{jI(-?n)%fcJ}54R_UZvV|y)1pIm)YqRn8C
zqSUDJkn<0=R04}`Ag3WD08)}8<>TY4oR>S!Jyo3Kg}h03&3$eqV@XaijA_$=1_06m
za0d>q9htABaWxz&nwGUf5mCa~a*Zu20L)qM7TcG(3kGC~1Y%wcdw0SsP^59!>v(H!
z8KdI02;vHPj|3%EDru)%a&wH#lmx;~RSe0*QSzqe21COi;Zv><cJ2uyzMao)w#Oe#
zXUWRLN+SmfX{8J&p&?BxBj>T(BW@Mtku0i8kPxW^zES`ICGXx8g!`Z+C0alj7#Q1+
zh7v%@Nd0|3m)DOeC?Jty0U#YF`t$TXcgMaZMM+81Fa|kD)6-2bk1-Ujl+<N(>e5nr
z=Q(U3l5@E|wip=WQwaxeXJt7DbQgvWPBE7i(>n|ifxlCgf3c52zo<KU4YvNgXkq*}
z^w<ITAJ?x9$gW>8`r$#0BTNQ|R#%ggls*zZAAOY*j{Ez-<0G#cntXA&OoS(Xg{O!b
zPWjT-+J^f82Xc5<svgI0$dAnb0IwX(BaWSYPT$KsCR51#Fi%0Y!*47kJ%&GDG2xAr
zRUJB0>IqBAIRuaJf<|^2#~i(ZynC;-4#x^@^qtAbB@Cz>b?c8z^b0>>82h8=ow(4#
z0CX8AIRmfq&IjN+a6#mLA9~?uUcP^?*9hTFP}wdpq1XNHj{QG)5PRo*V|?Qref^gC
z&XlygXCV?9Q5fs89V+>3Guu2XRTN`kzn}y9oPHyKrW$*pBRg&N_#7XI-{Y|1FrIRK
zf04p%RLNlf0M%bO&T!L;8NerWg$;)NcHccX47g4V`HZ-oJ$1H6QJ(4BBjumRg(-xA
zwvG4P6Or=Arg6CR&UiJZ+gB|^-lxT#<%6im3wAto;BKQK(%V=At`twe@4!eGBmvaG
z`Qbn+umqi;PUEJU{{SpEi;NUO#{KpqAY&apI%nm^h9DWhBjB9i<9u`^{y#1q{{Yxf
z>7)LfxxDvL{{WKuR;q)!837BD_%WKn&OrwqiO$>|t3_u@DKuD&6pwan_L`Y6ov^S1
z5W`B_J0--VpLf(ZG{gdDeFoc|L7k@$$_Ko#nA!nU^#J*5ewb||+cjy)^B9ESWbS0Y
zi1Cs#FiX#rAmgdQCj-=QEi@WjFM54YN_8Y+EiEO)=W?W(k7;EiJ0B$u9=P=inuNLa
zA9{MxD5vg)mym&th8tn#+fD|<N(VvTf`rFqO961wGDrKjT}}?e{?Tt8j!6T2oroCV
z0Y_2?mHBQ*<S^{$0sx=&bG67Gpvg1KorKAlr_>s3A(*X!<;G+XkVe7BRDJiJBV{_Z
zDE3a2fRu&UdTse}%&j3?C$Z`2p8o)r`0c;19UIi?2|`IHpd0+j>;UVMag3bcacuq1
zkp6Mg<(GSEG#2ttEAA|QrZMyvk%HQmobGV7V4m6S^4qD;#P!lZ{rXv2&I(&7NM27u
z;@e6Tk^ca4RjETHgybuXQqsmk3Rdn&Q-cKv^-434rGMzcJ=3~61(3;jDL@c%qrOjF
z_b0jB9Or!gNrlXyBU$C>ZyK47l5aW<$U}-gV__r%r6_Ys06SqJNpT>2J_CN^;+tbm
zpE1O!_ESmFkUl6`QR&l9r^k=E8R`$9$j|8Q_;HDCZ@7k9L2=g(ge5zYr5p{1Q=eUj
zQ^Ls~e|)gm1c@1roQw#KIbTz!EOQJW@I1oQbFooDB=-IHm$^G_)Z?!L(-BZo7a@}L
zl6}So7SkXMh07@lNzQVZ;Xsly<`aak6t-!)n`uqGJs^d?l9yPFPQ?r>-b;_9=TpPn
zZ2thd)PHyjQl$kI>QPp8DOozQeeGE%B}AUN&tAFUpRxx}h@An@MkEOW;9XI)#fLLC
ziRrG`-POA5s&)4irwX#AED}xt00Ge{9TJp)02m1aVT7qkBUid}*!1}1{<@5D)XRM%
zK5CSau?_(0a1M4$fk5q_hBnyos-&c-1v1L@9OWTxkT)0swWMVB_j8|s1A=`1IB7~$
zpi}`OAo<0?o9VCvoD6Z!oS$9C$FERMah>z|_TzE`U@1UrKJr`6_&pZB;BSzUec{*w
zG9fNUX<=$<#JB>qf}}c>k`9#=Eh)(a<tZy50q<(*z*2;{twul#-9)+^1!r<{q-y}2
zlafbld=nA@U^bbX?FKxr)bb~6)}>`jR!Jo8M&n_P`Tz!yGt;2haqt`ioZ~q31GdMh
z`VPDCvRQFy!b@t#`AeufY)A<z3Mb$JBRIz&6x*%jEejbK!2}Wbj-M^QJvdu(*hiR)
z`rqS*on~^20j;JcM%LSv;zl%5&PW7c50F2^f%#+CemX^j+ej5UgF#VH=9tk`y$h&1
z3HL?_a7Awe+8sz6A1Mn9UZ5@{7K1CPPf<)nD@!r;X?k<%PJEU?$qgrOXnc(=gQX=)
zQd7ZnnJ?5I^Q0&pAuYDjQ=yhwM#yQV{{X;*jeyQc+~k!W8l=p5g9rM+-aa-54@r#;
z`t1cE#m=K^5i@*mCPVUGFD*b5vuSBQQ%p8CLrkF<4Yt~Fl!4H7B;=mWPMsJZDrA(W
zuAe#0Cu7wmMJmrjk&I+?+kl%4;D9#Rb^g2U>Q7=g<m!|F17WA8{q`SRdi^uN5&^LO
zUmv}2Xe5KMu@N#YCO+ca%*|d)z$O0xV|;ttKL#q)tnaB#CA2+|d-<6g`V4es_%AG}
z+GKR02r6~x@+B}^N=U+pamfvpDEp~OTFFrW1HmImTZ+=y)IcN;KnChPfJog+JAHTu
zHlW(E8HHh%)D)$RW=o@Dyx=G{KI<qu0hOP5M-eLI#=uUVQ~7^PTw$ER5(dY`q{#V*
zG6e0;NhdejVyDX+-4sPtsr5!}ddu|RXMM8b-;EL303q~w4m7vRUQ&n(B`eTQo|P#V
zo7e3m0UqU;`cZ_TxuKb$1nq<EEjVySz-s6=J@~h&G8&T(Tr#2)CM(gFF{@HtNo`3Z
zP{>$ONdWJi&lFi*ZR#~%r%0GeWYcOhDer1YY^iZ1IKtKvNjg?gR+F723Ir)b2agl>
zo51M!m1hp9tD>i@M{w%|R8zF^85~QA60|BacZz{L;7rfy5B4thnc5!2a8B6pzRvcO
zjP`Nk#Q0|vLE#);w}zLL{VTMOxS>f<(p)Wm7Mv2Gq6*M70wgpK5;uz~37HCuIVl9J
zt~2r0pgNFazJvqZdzkoRi$Cy@;tEY3#df-`Msp^mQM;!|OSgT!Pim({G@4YYFr!0)
z)3X_Qwvizc<V$q2T#);SN1C>x#tqTEHaxo3PM=1lFy#83R%B=t_-vH<vZhRVEXQF1
zMJWn#)ukazQc#@gQj&y~4^bW+ENAS#Pjddo^3vp+Zr+Cqt1>uOu|HN`xiwYBbzvdq
z{klWoIE(=GKnlO5e|R17$2r&z#rA%ekAHiy!YSCPqG82SyoS^e)6T<rlHP9UFS{-T
ztRN{MoP-<W)W5aw_MG;?$9<BIXM9WAM;qc?8?^jhjXZCMKTyMu*YMsM{{S3{da9tv
zu3abN+o5@Es;D&ktfRa`fiZ__+`Hr4F(Jzks#LdSHir`irx{TtvPsEl=JhEkSm>mJ
zt<FKyfLG0_DM=+|M05wB2Lxadj-#&UrrxCx=+W3AN(D<vBr79r!Ov~KKjviU2nh)!
z;Cg3nxI6Utjy>1UACv%PDj<`X>m2|i?@UD=cla6b#o`gyYFFniDY5QXLd%zhtm~G|
z$nxA9JuYoDHpNY7I4J$C5}=gh2}lHk4J}`@LjM5d9Zt79!*7Z@^{Yy+ptDr8FMCcs
zc8yVN6(xf*Wh$diN~Ok1(j(Mk(W1>lLYq^nVb>W|w>dB}4x@|%({GqN`UBU5eZzNC
zXmsgy8kDwULx$V3B}jQ`LrgHz6t^95#b6~UN=lW#Yz@u|gBn=#fhWxG>*a^{iy#cf
z27~YEiekTh&7T$5x?GcWbMKb5C`%5PmTFg3FeRc@f#o?weTK7;rF-vaNht+n9JjXL
z*-y@!a&t91AD(=?wQCK>TWPD(DEAFYV~#B(Jha>rl9$@^HU(7ZP+AG!$Sca%w?4c;
z^DoA~HsSIgkRqz9E|&9?D=$Hs?Io(b8e@&SHlb0NrAPKi?zoi2fR|m^yxM{k>x$6q
z+av8l<l$Iiz_odoXfQ$`+Nz&QT#9@)l7NVm*|BO+s!8(NZ7K658j9XtR-~<JRzgak
zo9H&QY4G*HJI@WqnvX&z+W!DOjj9X9S0}tnayIN{i_e)?1;G+>)a|`^rn^zD+LsJ;
z1C>(e$~cWJq?HL2$&A9N#w3>_`73Sb65OBh2=^>p0uxTg3Q`oeT4gJDDgOWx+$$?k
zIRvBtJvPYV=y`$TN~3UFGc1o2z6be`XcDrTr8q=xze`K)6N!)<pG~7Z4og|{W6O;(
zFS1Uio>$&9`OMn~k+)UX6`v1}^8%LTdS{Urmsj<_AysG+94jempI)cEK0L@Er^`U7
zsi|y`r9C0$^60Me+GP$pw_9PRnp2Lr;*#5Kw%Rke<BlkVAqYxJl%)`qr6iLB8r&k5
zyNFiO@XjAV_Y>kgMyj5MiiVP%%DT$hx~H3BmX?y0lr8#-s)yV|Y%szU>&`7GLKLDB
zZX3a$iQB`(Mdc2~p-YkELX2uRHASVo(y5dt-EEiOR-gi1dB+=x6lEm7@(Mzd+Q_=t
zl*m+=aVga18;MVW5twmfG@UKA9freAHj#{wlpti1R8Himoblxo!w-nQW&NLZo2`o1
zDVeE5z86YGMqN}$g8Q-QB1)sjrPbMPOc$93W3ITyRs+Bl=_$f(GSK^C`43r30_L_Z
z+j2vI2T|n5sKsq$4O$;%ZIvVva7$=7&tBy<Llt!F)l)vrRXsuy>kreq+swMs(h41E
z*3_of+Q9`XLX-{2<%5s#jw#vxEnmR6?+D^N3ypA!r?`I=;XGD~qla-WA74(g-9;sR
z6;o|g($uiDmfU6bn{l-Qm82Y7(`<o)HaN%K-*7YW`EGii{CreYlbm5hdLH>bx7+z{
z2N6${-ZnV{&NUWoTf4}RmdmMXu}+;zX+RK_ArmFA+&325hLt4}6rs5w0iGo^I+R+2
zO-hF*Jh<*8DX9^kZRS=LjnLz2QWTsJb|f6<Y>p?!G=p)DiEVA?9XgKwxcLs}ug{L5
zN>C%zVBmDy@Z6670EYw6ge)COK<G)-2h8u==11qiDKEl~H<rjz$<SO%h#;M|IUNqz
z?ZJh;fsyt$`_~*&R)TsFox-w79+=0cZ(qZNl&Wph3bdM~9=<2hq=wTz*R3N`W33|w
zRT8So45+GB-fSs|l@WSJlBk5JsZs3>D3v8zvH|ycABgX{Cw`xY8i&#j>B&8_jE~2+
z!})MvvFQ<{f`2c)@zhBr8=$2}BT3w6<~|(>_~+r?Its9|00VLc!#y$a`0>dAsnAf8
z0)|NV?diVx?~a|f$(n#d1_9~;9ldku_563w1`Q`q>B#<{rW02*mZ|V1%y@v7SaD!v
z0HBl=V2<11e-DH&ye7FKR5ZDbe#V(kV4ro#t6S+#F_1%QZ8*-_M@_hYIje9u^tyey
z41%de9)Cp=9d#|CzJv`!R(cQzrxD8JlH7{S{4|xNw~HuPD@h5CkitMAS}+of1E<p`
zuNqXXKngY_6A))n8}#MK<1)3>p9SSHVFrED2#M$-1>nexCyv1+9Qtk40yaDL`Em6s
zJ(M%hWE}lSI0y7k9Rg$HaPTB-q?D{=^vEed0G__~M%#5fd<aJ5IHYfnc?TPHB%w<?
zAN!xni{q}IoW{prFI};nl?2YW5FnTXENnI-r!g4#6tbcMjt5_!{{SQT_Ue25E6zby
zPhQ{*bO$^Bh#k1xw6a1{^D57MWgUSdE{69Wy*mu?&)Hu(j*WQ63rY(IsR3G4tYm!t
znc$LjKhI5mA5M@2rb4Vqktc6=E~kFCwaxG`{Q@)~J<_J%aYW|}E0Cmx4fC*Q1B13V
z=y(bN@3t|33GJVc<JUWSa5icb+907pWQa&OBWBd&uPtcXeTwyGsn2874pq<qH|deT
zt_N?3&fSj)A|~c^I(hB-b;6q&^3W5@QgzbC*U%h&8|R=uQ}Fm7hTCV4gp73u8}`WG
z{Px>!r#%nE<ZcFjJqh^kI&HYg-1g%>I3sXRr+lA|Jq9-U?4ZTQpvX8$u!|BdVA^6%
zksF_`IwAMl`;r|-!yqk59=HQg9fsXHaG`}ZLa0@b-vv0#s$7(LsBQG%E=vU^FC}PD
zK5|b&2?OWCV5kssH{S=hrby3W@%%V8q&StpxS1rA?9d%a9RO}~X*-So0PQo=2Y%y*
zr~*WSZ}v^jv3+piIYbx`2?o<Kawhg2eB&IOn6;$&tixG4vP5JutQBN~<asF_a5l~{
z*N(yX+K`h4ILReUNqw@R-61afN&xyD_ag@!1V8``3=d57$Q@2k&yB&{5_)}m9DN7+
zZ-c_^_xEf?n3FcNY$t2zIeJdG7wlfz<1N6CE6h@qT@E_ih)PPm#TQW9LA3qywK;%r
zG?9azUdIj+)F#LhmY;bspgE}}L;NqvDJ_KR>KY3qWCbMQTycHZQrK+{xP&|Y^$1#$
zm6VgDFHXl!vJ;+}R>YIQM2rFWpPvpIUrSB)v|CdjO9(d-q?iUI8*+%(%hG3XAYf~=
z<T!;i!drsFpM8j>Nef5-0OO>Wo#~UUWM{D80Lp#AzS+s@I`lcl{{Spx^y8-*l?)sm
z$LIZiJRtyqX}Phvu(zadXucCzxdfX4XIMRU03N!D!K5n1MhbkSIEUh^A;>b&i7^}*
z=%!o+DLDTC6J-h=j(8fc?Cn(Um0PloH$YUnTdO_PG9*Mv>6CfsPInw9vz@jijq%eR
z4*vkJ=f;Wv0i0j}cgAy*k`6j=!4NjzNH8tSPmjZOxyu*RU2gybdsv^i!L;jos|h~P
zSWKt{6*o|T=e0yB&-mPLCA@*1FC_|3MGW*O^D)%q^dsxPrsMkUz?c<UttCrcI%CZF
zomxt@GPIxYxYF|4(sPU{BoUnOe2LVm(Mxq|YN1M25A7OSLR$(}GUSL_e6<|oK1!M$
zPLtiLR#=Pg@*7-z-wwPPB4hwJv<>gf06J@YCIZf~2H@|JzIW;Q_WXT2qg$%d233q>
z86@=n1LyJKW&MeN*&Uxxmm0Ypq6uP}qGtr0;6D|3d858ggs5N>kOs+D9&rS+7%@Uh
zl2D`+ypof+QCQYGWAer^!lhH!K_3f7`bD+EMc{xnI*W^acf9Frb_}+_N~Aanx5RV+
zr7JkVT7kj=J07PUy5k&@a8k=?VY~uRoT*Cx0K(kaL??Y95IUS}Fj`c;s>v$cownS1
zlhhvlJ$-i9*BS4e^xLn)>)4QZKK`G7O)!}ZcwkQBbjTXsOz8)&BaVefI*th=ZS#-w
zAIE+^e;l0e_-~({{BzDmdVLAO`HXFk_2b|moNjveCs)S=?bGAe>%#v4Q~G~Se+0;4
z;K)&%Y(hlMqII#*#9sdZRyQObglX(fdt~<qILGtjTwvhieZe~p-vWMw{{S8S6$FBC
zKqEbS=dt>HGl8BoE+nTIJ$Bq=cRf0f$2mLj59{*R<*l(Lgah;%S}qI?;7;=x4)WY(
zNLy+sIV30?5Ull1FjI_m&Ui74S9=;IlO-$30niq-o}_}HRu26Vp^Rg5!BfC#)KmsK
z>OBC!$Oqx+kLf3TAaWvCh%RKJBAR#m4Qx8xi>|WX0|;7lt*SE*kffQi@(COHYy~Lb
zl<^zxrKVKjj|xwjKe{dt%gaF+u|rI1p6<x-$RwNE#DEO>*xOAf7B|Tcvs0G*#O0-_
zdfd0A*B+^K&|+2niiDbMc(4Ta!^}7R@+7BSTWzf+dX(5I&H%>h3a{BCWr+n*d98CL
zqmqW@&?xd&kU!#ixe<bi7(edD`Ob0&2#*xsYA-GPE6Hz@yq>k=UN<GP37TZL1yC_<
z+p31hWx9K=G>0FXIj{kJrb<%YaHXYw>1#YLeX&zHi+WM)j&xg8i+o(NL@HIsM0xZ<
zi#7FPG-`tq+;K@mswr&`rO&=VAaxwG)s?CxNLqkY<$^#UM=gfFgcyu=%+c_+${2C9
zcbQXTXe0|8%-;K47`)))on8hlUk|n=R{9sc+fa#2Lw<EanP9zhNvEkrTBNy4q)2i0
z<0ntQDJdyq?<|3WY3Ur!v98+Wie(o0O=_lx7M9qn$D2o}$SF|@2#rwz1$hLP7=6Vf
zI0@TtVoA8;%4gm!NR0Xhq^nD<I?B=r3qtiF#@3Q@l>!u%bRh9x-1_@JJRWnNrBJ$V
zPFm6F7aZf}O0L?nBwIBPG%HYf0+j4_41#wLc?H6L@loMvc*seLf=ZKab0s(QnXsF6
zlFH5km82SIOp8GhECgw;ktcoak3Q8{6#B$>DYbZUr^Qyz#hB7uZ2th^NN^l{2*D$U
z?v2U{MXykkShH%?$|04!np<@e?I}qISVL?)*?poFoN0XQbb>~ZEx(+;4Y_-5+et->
zaMT4x--Nbd{@0!=6DPxtlBT27AHp1Y=F&7bC19@y3o6dgZ<c(lyg8wI3j)`I`_*>d
zTXh))3NfinC1JND%vd1}w91mDb=16R0PV)Yc&#gqW|IJ!0XLW$5d_H4&b;>Lj|Q$~
z@Q{NFAc;}Rp&%Im+BGE1-rHc3&%LgjPFz=0SD5Po#Ftz4g&n#m0<Bm8W2aJk=R8<H
zE;-98p%I52b!*mvg*dWyI2bzx9QMv}=sQXKBkbhl-9C*Gi{hhSxT@=6l}nWhd8Wie
z<v+blcA9NV^2+c5acVmPatQ&D=SLzfK1$t?sdhr=qJugUa$>}&OI+CuIG=IgsVWIt
z!k6!WMi3Me(*umh-lVCz5<-o(@e6$7#QOEd(=66fjIR`ggJI$zSZN@bHr)I~VnJHm
z-*JXe)9$4y2^vCA_;&A{=ea)}usC?BoX?FfLcOFU6y$1HPUQ9*p8FC9@x^bNgsOCB
zR@qT?46SXa87fdo(l9~XkO$@Jc=OlIe;1tp08curm6*4^!$*&4+%n<P=uFLa92Bt%
zSxQ@%0j&(kL&341ISM7UcFE$8b3X22&nULn`<;BTd+`cwIh6zmowox}MW#CP$FLrG
zy(^hqn&wrPMxGg~+%}bBmrp)+0;I@>?~;`-DFF^R657soLe;p(9z1V5YUQx2RT?eR
zNvKjP(BE;HF{j0Sg!zpqp-X9QAt-URkW_~oQj(ygkVqi$=zqf}h?e=^%6nS)WqK-7
zB6|(P9k&TF>yWb^dI~T!A=d(&Y;XIurv&fAw{qI{eeQspp4Xw*Qb<t!txSnESx(~$
zeWj>l=j+4SUvnVIlVfWnM=3Xso_gW01k`{5ivu$|jR~Dir*nRo^36n~Tz8dP4Zm&D
zDs_sbMdstjjZTXqLW<p3NLrNJYfEjQ9I0y|2mqB4$F3g^6l$+4IStEBU)3K;soQqc
zNYjHV)Raqj885a<hUJyIS|=S)NX|xEt8T@z?InfVcBQ{TSilZbDRAMhNy*2U%P3al
zk_LA<KAbCW8~z_I>|2`jp2PE@+jO~AN8(0Gl=I<+^`(}81SL)pr&0G)oT!1n2;;r!
zfRK?fedG;#Y5HFZ+h&<5N={)Jm1~^YY&zTZh>Sju+%ukOXe-NVDjJVm5w}5(o$xR-
zpI#!5iTfqnyO%R6u-GzcR;$LU!zfDEA?Uhv%tIwA7$|QJkhG{2py|QM;jZwB<DSv+
zJ#gICT#I<v)#`JB+5|d{Nr?_z5jPI1Hk72MOBgD7fK`NGq>-K{w2D&=$Cd4fOo&D-
zlQFk&P^igeetK3gK~I(xRofXSfus0WQnEJ}f_EEq>8_J}E2&jeN)kkaVg!*EB0eO~
zPNsmGaZ1v!c{+x4o}+Dn9W%g_s~O1v?gn$W&pQpk{#`hFIlW>~ZMw`mih)o}s}k>2
znYR62D{7GqwITJi{XI@Ms3qvHrEQcbg@B!tws>mSM}0~2DeuOqpp2*3oGW+(u-6!b
zzLW6Ke+=>1GT?a$T1bTnI{{%naTm6i^5E)PEWD&BK?<;qbUH<>BuM$37A0ilV?7UC
zbjbdF0ORhUb~_yI2+!gCy-ym1tqv4A+S^zMQdW|Z55y}6@f;pgXj3X}xgZe|p2h@<
zl#g;NX9xU8cUA!Z0CwJ`X8?`I57O59^7Q_v7067;5in$02#u}FkoX&tCAF<-Z3tS{
zvH}o<6_p-<05u;>3>=Tgg>-stE{@V=*PJg(C@Nxz%7}GJ>Vq-xKw$%^Yyz?lFr0z|
zJ6?%NLy+hwDsZGF+N<bDl;#GNdoWNYJ4IO_j5ws@I(h`rQr#uj30tem)U^^+qmXh=
za!EaMa!&sM4hV>m%htfhOCO2&21pu>w!WOMHG)a&wg%LzGO9UiN+UxHDrO9PqAN!r
z0+a*qD;Nc8DpHQ*_TaR+r(it~Q-O`XJ$@(rw>uM_rw6v%=W*+|PMmIVa&n(Rlefn{
zzb@NwbvOQ7ed&ilwEpn}amql@#mEv&86cBvVoAX}lYxP@KOFV-&f|}nQcj>$HwR*N
z#&humbUS0$w;7R=Gu#~heS2W<*L<9H<LXZ5r_-jy=daH`hk$GF_0!YhMiD~bkU9tg
z@(7EKrgtAOB{H7K3kZ1_+&Y}A>am4`@CzBi>DWOqUH6oi;<=5251hxtN>)<hNB$hY
zhX6s(A5YgEv+37>1N~#CKQa9$5tSW40Eo2QTp2UgG$IUgu(1tm!D+_b&p?s_&V3M~
z6i>hce-XfU8gZ2rIE5gN$^;)x^Yc0D>EDe3Ac6@55JnCTdti?Khk<O&lvU-N$O}3{
zZjU!714&MxN_NQDj)Oc0uOaji^1d1`dxK%+AOUT3Gq1-104g914Ck**V4sik{CFDN
zKoF;-x*BO9X$kk7c<1i6lhA+NC}|%aoDN#xMN)j|<x+sk($a$2LeKnZAc99ygs3Mw
z91aVeLgcM$OUQFk7)irR+#m2ADf%SfcH4dnTK<18FNVZxd^iXx>u(@qSpbtVV0l{O
zA6=Zc8xfmI7>tAd<*-0e?za?oTGia_k=P8Jh1&yeyXQGL`gHj1*S6ezQ!X-exP>KM
z4xxZYsM`kzV0X^@<EPKpZ{?m1dCi1#*mBTmt_28^E(~qGypNFQG6tB~44;Nh<JTXL
zrU&!mU$57U{Q7^VA4WTj^#1@q$AizO%M6fDFQ5=4K-6jmok`mXJ;~eW`0vIXWaA`%
zm(z?pl6^_z=0Bgq`R;#1h2>-DIm8V<$(zl~m=S54Z82dm2G`zqo97=vBXCGPh}imU
zM&syzhZqh&UjjJzP6kh=eg|{-Z?GH#%Sa&Ua~q!{8uPxmP&rP<+gxf)1JFSi!P6HN
zUOE!klwN26k0w%4DWZZvC@sE~r%Chx9^j57PaveCak|zZLx`|wMQVtL8%xDsweVKS
zac!idK_kitN!G1NI2etTdMwK9uV;vomfIo8GM+jkM`<`Jao10}2ua8tPA~yHO5Q^v
zj@oXDZ77)@!TS^2Dk~%zkG^XI4Wl?rb^|0b21)Z4qt|CNyvxg_%pFL9bEIjg)Xm75
z!afglvm}U2f(%Y{2(i=QxjGC!>1dzy8NlhkZu@Qd@Ffi#bjMDcboieBxI7F?SRS64
z>)W>2*zA9o0+Ae@{-Zv<urNCR03pzgt%S%L2)HJ1r#%n-qj<()BSRZRm>W&B^O?*I
z_rNr_(<3LT^clxqncJrQ^T4Dx+~D@lrpFlRo%5g11nw;{`e(mf<0JL*{Em1Qh7vm;
zna)pbhi})><0@hVk#B@=@zanbP4L38wE6F`-_}Q@#sf6TJ%;|hdi*~_)MJ6jYYD&`
z^xqq9JNle@@6(RRXeYKl9sd9y<Bq&`1JHd3^!ji?R)XHKU<cFJ3?_PfeL7pDVyrxC
zSRb)3N@eQ~KA1OLPa<-Xlc6<=VjF2{Q2?bTOcNDp2X!rn)w$0Qfk;>Qao3?Irx$_Z
zBEUSs<z2%}Wsf$kOlS7>7YGY?+o_0g*BEQQxsZ&gX-GS*<Q}OQq?cMPtwBJAB$TKg
zpn`Lrz54wJ8MQ5z-8_}z2e0oBjr~SC9v=65PLNNDuL0)(cu&IKm<C5<u|2c=KAaUz
zYg1|f9N_fz-0z;pw&TACYDiaKOlS4;;3MeBIqVL4eGk_^>BW3r!(ln1g(!i8*C2EQ
zK8O82ye%vnf=#<{(Cg6@Qzng7fm2|DK@Px@)T9iK#IzE3-6}cTR!FLh;ZAIGlh^~k
z`}aL}{#+MQoGrSLqmY$?J#^<iGr!9{ht&m@BVA{xi1>bg1RxMWxFQJV4n0IsDiLdR
znq6uNyvUVmbQ+vh4vJ!QX5}(Mw%bFAJvPq$#|KGlp1*+K^ZdGT8hjvK!tdlws9kr=
znQbanuPo;)2&TA|)55Yz+L<O2K{+Q$JCJykX>1U4oE%_$y+5C+<9W4bLKXZ;2h@xF
z4YA3(g4>I1{^Hc1Kx}<Q@bh?gDQ}r^Tge7ZCaTEqoeZ}Alj;8Ck+)DdS9qU=rslTf
zfH3t9=5xQisPo-f$lsulk?2RM&j_wW5Z5&A!JK)isxk>DD%DGrpfjKQoS&Bu2Z~5V
zF4@wE8=|tnINRMc_dq0UKJtj%_c$2eHO~(fWRKotgYa|m0~+mkxFtaT3V=nw%+C92
zeEg>n;5J7@kIRj`vT>Y$9DKImX=@+hKTMu8%Krel`1Ss$^89$!#x4Q*e;>>I_|&#~
zU=jND{#*_y1E?GPIMkpXn;+M13>Ysc9+>po^`GO%BG&x@{J$Ol0AF4V3P>A`zK4wp
zQhR<IaA3i4Y<x%0^`1GF_B#Xe>+|WsijYUde!7qK<ARfo$4}wc^5DUO^54kg*N!Ez
z@gJ{`1`1AhABV5UjwA!ug9Z!MkD>MT{-gMQTyV!+{s;JQV6^8T{BU>*q=TNv_1A<T
z5%fH;V5Y3pr>S)&pr|5quqHPRXHU5)$nGJ9d&yFL*Gf;kl_zg_5s}0Jm-dD|WkOv7
zdq`&BqAluF_>&{(n+|Lhsx$GVFrldrFzZDMO0oinTyMpYQfX6bbvRUtdr5kILPK#P
zGN)N!J0a7CoAX~=Z6vs_bsCnPODRHfr6d@k<6rEp=8rXKH9l|h*59Nx%=#QK^-|W0
zQi><@3Y`@p9$Z%0NrY~AQPQ7bazwUGPAWfVI<>xtK3<m#<BH(Qaj^Ot{6<nqPy`g%
z7$g`o8KTiP5=J)|?8-R$T6I*;R2od-DN0F63(8ap0QiIg2Bd6A7^?1mc-ZELI~g=L
z>vLdRNjOwC-djw#ft>1PwFbj@!6O>ijC>7L^Anj%y)RmOY`UR9w!$gYv}@Fd64Jwx
z=I(T<a^Fc>+!#ZO)berX5yw7iUzJJ}+RcVyRA}}3WXZH^o;^wos%1uzHXEypK9KY&
zjI%C0=AJ{5=7*X>qmZ_ME)u5LDDn$R1m_^-D$X(R-yJ(-{5}UGw0vRCAWI?jJd#ph
zb2(5}TcNZQBfCkGOvYf4Cn?86**?y-!jPJu!y=rd5l+rria=O}zThHrtPH8m2QFe~
zGGa+rFZC&qJoB?@NE*7~I{-J&%U}*jC#MXZcIT5ZN>UstP{`bz6cdt@xWZ00JwmWZ
z>I!CEMb(3qD1p!exyM{%Z;nS_h~YHz(`7hXj>6Wmeb5K5{70fd9dob)eYfM1grr{P
zH|8UxU+=GPa&?(8Xx<>)pDneR<~m(fDoIgM3hGjNr1~Am$v7Q-F`v92{{RpE6M5(2
zcBX`K{@QjWuG{`iPX4%3^*Yn11mHY|=BcH-R+!RGeS(n0$th7!oS5iWnwA=$Y!xU!
zQc!urx?>|gQhSdvV+CX%@Pnf{$yZK2ME#!}&a7NqtA)#JiMamVU|aMA(qCnUW39>@
zsOn`fq_n~tLf)mm(pvU{faC4RY&=x!N_E+(Qit9MaY{%sQW7qrFOaHjB5nbbYg#MT
zE#??5wuGpH0*a@=l@K$8gW@@$K_WH2m@V+r_H*)2!}?&{HJGU8hcVa<x~rn+gv#l(
znMwDFwr%GOh?M^TEk`X+n5orJQ|2`)Fi~YTDM75yw(9V!G`BpdFr5lYLBnn|MweJ|
zBN~}`vZmZmp~`Te2<Eo)@y~w4Vf4ZD>GeEygHCdxGCVd@smU)k$}l%cTCi4q5`==a
z9E>F-k}<~LblYhtN<c&qL_i`hJngKKZ+qjL@11qTtgT9OFex)6Dn?wfVR(Q51nDC9
zk+chT)TmrBxs?-4c<!)gB9!n-S*BMKr6y#>IB=gTISO&1grzb`kc9-ahR2<sv`fXB
z`R&ZPbh;Gx70WJNKQfVQveSpz>-A9KVyAPd3HKcK*IV{#TGSL-rL>0=p>re!TGx+W
zbR&`;9%Ne<^v`9vuhx}jQ5MSlxl!qBj#qP4kWfO<p#^J-my&fiHmbv*g$(iKhVHAE
zqzGtG^4LE32W7mV2|pbm=^lqz-@YS`5@u9Vp9^`QkO8nJ*NsU8`ItEA*=#m|GNdhJ
zDZrZo;Q%aw%61my1jZ%3r{lAq)GM0Ss7k%3O{80}DKwUCxd92HOQureu?Yy0grvRg
zPDWt?>210kQ~7;KSt?H+u)GO)%%XEP)}YRdRPu|-X{5C4=@My`1O%BBnRrpcn{eVg
zgWPqsHnbHq>wI}{`#kw6%0CeI&BtMLUL8hSX_S;)w&OI)q>4MT9*p}?s>~`(QkR@U
z8kGh~juaB0(OQ8@6gZi8cP?(Pv+J64yQa>YTd#5|?3~m$Ott$&x)i`l(@d#2${J~M
zm_S?fT99p(Ph}DyK0T$hIOKLxZ|AR<OAu%7*qB>=Jihwl+iD}xIlo7avh;XYd`ReO
zEY&G3u~=oafZQsA$<m2v03saIfTZDx1x<#WWrw(}%Z86D*eKDIs_I=VyAj7)j<y0^
z^4vrIdfP}+h$#tDhH<N)PGQf4e-p4Tx+NY&8pBV@Tv+m=yqAKTsYEGClD5^W{qhI8
z>Ie!XYAFiV1(sY-$G#|S-gH5mhK|E+*CI9ndSn(-5{acC>QnIB8eLWtry?XM;IMVV
zK?V*b1Q_S9!Z$vfn`;_kll*n^_WHN(+fMGgC^8{KuhCqlM5+ZfCLD=0xeIww47kob
z%48v#!NfAPq0-P&l9eR{rUb3AjDhp`e1ETA-G?5dW>f6WbXZk>SMv@ED)#+xklK=^
zCAx(!qSz*%Sfol=QlV8Ky@khp14Fnm-$SwAd53)dc#81zcKCU|BwH2c+?z$3Uzus#
z?X*z>;-jVAD0vtvOnQW5sSQ;r<z?7!s1fEzc02CwaQc*~q_U$9HV6awlQJWj6O@6l
z2T6{9iPEjNRQg1=;S&SgQ~?GyR7gC`8^p$?qw($W{-3Xh0G5pBZMyB-`hQLiokn|n
z`yPV_>EF}kz!jsfui>B9`thf)*BMwUQ)Kqf#C86>23uYK05SZ>^zFg2kUcPeT}Slb
zGSi%%<EY19pUZ^%pNB6i#13GK;X(S(%xS!ir$TNHr0zC%`1bx|`1<e>P5d+Y5!Y{z
z>uwF!**yk*I_>c9{(rzfkn5@mX|=erc1vhd)UMklAd|i^w{gN4*H1e}oTBj~P<0SQ
zLxGsFKba&*zcU*hMutuaoNxS(@;|R#xCG)r-1Ivf?SuOK_;4avmxWZM#J8$`TF5DR
z=*o)G9W&-j@==583E@=>k{4X1W@FU)YEI|OeNt8i*~@W|<7DsM(eoJMvg#N_=5ZXL
z5Kht|H?+-$qDHv1-81Wqtt^B7QUqH0jk)e)L!iSD>Hzq4!S(Ogrha{XTmW%6&fA0O
zz6tG&bnXvL@$i+cayo?tu=RT3c}W|rw3yWPvANyZ3y^zYY?1KWjxN)=EpKO9;M875
zMi%tCy2(xn1-3QD2O}6LPW`c-E1JfMhSKAtSY$!@%zZY~Oj#5wOn0hjsnj^)LG%gC
zew^eGF%(eB++G_(+&z+n6`W(yAe;^Hw!m?mN#}W~XHs(A65Mo+fGtIZPHcbxBoqf7
zQO0&tV4UuAo->8-st%N<Kg{Y<cG@ke_)gJ>cNCw!RFXsjLKH^Z$jzz0NW}`J<YW}X
zh>Rcn7UP-UJsx%3gRmo^7#w#?u9W+!VX!-<BvcW;N4y#bug5<yPIXII><7=U`FwhC
zIi^xjoTR9nl6wLP8NeX#_4;uXN9noW?qdrlpXJDYLji-b`Uwvw9YP!^9=~-Y4!h?A
ze%x>6I_BzAi|_BPTldert@G+O;KeNfb_q%EfHU>Sug{Ip&cJ0#$8tvd=Y*SBTWvad
zdUW3B1fFN&a8@H~{{RXIB;i2qf!yGexyb$?aj=LoHb-9B&(mSQ2HsYBfIpAr{dnq@
zPBFgQdVe3~!Gys|V&I+CgV+E!`JDWJ9y)s{BoIg)2q)pxY({g}=e9A94Sb)G`k&+n
z8wLpNk56|$T#=v8g_ARHfa%kx&jt#_WD*D+Hw1gY_8^0w$bCWMx>*2YY<3+7uR-6}
z_;6sBe-DNS>peSh(JW_w%NZYB^!#{DaA3SM*kB&m89$#+I|g&M`St6!d}D9N=fQ$l
z>G)&%0sJ$^bg}UG;~4yg`5!UEf>d_++xg(ZdRRFb{{Sz*cl7DUVI1Ub`3(F$PxIi&
zGmH#pKApb|0r}^*9m5~T;4z<3x&3tE!LhmcV8K|9cE~?H`u<yddU4e;MtW!0sUM$D
z$AfmFKH<YmzV20z-87}=d;yRN_z#ca!Gm;(r2Fk9l#TNx)?@A8{rjzgb|egbWN@&7
zV-wW*ZTGJ%7)*%CBwz!!`+mP1kCz*&C|1QI=bz6VzCCl-g(_(v9KAjZY4|$p>hvQK
znRH|xxlqRZ3Qazkll#fCSJ!Cpk_T)JZ^&g{pr0##xZouNVes-F*Olh@FilUBQGm4j
z6zOq#4J|z2Z0BGLdbBJ501ipV@sixV@cZHmn(PUdrz36~?wYWi)sbsRr^H!T+)Gv6
zG`P+>?m}BaA9ZdoWT8i_NWAaH?0J-=(4&)7P+YG*e~|haLRMR4ZO8I(9SaLmRJR?_
zP!y1pq>FX?AwJcr-y?iV+16J$B$}rvxrrzHJ951}XptI)CQ6Wsb!Dbr&V@&iQl~>%
z3uP|0Mx~=0d^?6w)i$SU)cmO`H1zbrw%mEaX3$@8D-9PF;X&@yn}VW|B|Nts<GfCU
z_gpQSHI~-b;$N;?#g-Z>L3zN#1ui?>GE0RiSW=2g5($Zd6<$zQqD`Mns`CEvwCdEk
zG9lDqNo`IDGNQV+WXF{rYZ2x~ax=}Xw_9;VXi^lDxI8A{a@sS?QJGs|hEjClrh|@;
zd!Zg+8i4!Q3c>HU9=d+p30$7#J-t7f^csD>r#Yd@+n%>gs#6gdw=&|Ru}bpirPeSM
zxzwtJ2`w)q$XX=5y2^^YG}F1SQgv%bw>za|xZ{alRFx@NR+4oBvPs590KvvE4=D4m
zwBnHqXlj(Wk{n756y^$&3`FfS7L0bZBATw1m&26rk}|mEE6H}8yn~U@(};kiCBUSN
zz$j>-6(bfaX!0wSRfujiU*<g;n7Jribw#YzqEQ0dd9sI6l{~2KYAI5*si#3lT|j`Y
zA@_+$Hs6Me?%lUJ33aXoN^P#0_f>A)uga^m`xObGQ)$VSE>%IM))4`7WqUJ;F9{Kg
zgrot%OfGB+bXT2aO`**NZa8qK-cmtUU42^Jb!P-+#}r230FW^dE=tWt<hbe;nv;uq
zWcfwateoKh1TutR4Jc)lA+!Jn5Ru<JRxY}rL2*P81WAGg;DK+JF9sP&3Js=GWhW>k
z8(b448*3w<Q7-JC8@&Gjw47;9T-5uTGBkr4<fB7>Qa~9=nNLkNetU(gN{&uWu7=Ec
z1NPQ)2bUqLeCoa5VncWaXGNq={@K_S1TO*MR<bM1zY$TKNnW%f1yRi&>T;qF6oYJ8
zwR@Gsu?4n}F@?V+z{>~+{7PDe*c<fe(~BqY&-P98d&Nu9n6m3~7MV{7=$i)FdQBiY
zG8{{FT9rzV9&(x^OQ@wHdySEo5Rr_@O-oZ)=w^|JY8@b}BS=!z5RoccvV)Zf7gE&;
zNV=2-@eOr#7Y?UYO?^`ol<6r+dZE;^jOrjE2`WA%sYC=JAxcrO1e{t8_2SRM&xvb3
zO<JpH+xAu3@<PAbS0kMb+wRDGlbhp|H3y4y*OsDI?5kdF1=J|1U$G=$CyI{d{i{Bo
zSB!|2Ds96+tV#`1ZfYCLkxQJNSzBvMt+gry_M0VADf8HkEsZDlYHWuUEBr|Pg;yVi
z8ccfCPwfTp+hX%6)>Ni>eRJ1q*7eAw<5-PQa^8z`CMsO_Qd_A+ZYd;(6@X6_?`A>f
zmA`sc?0#fYqm<L)ilrLywktH-lE%E?w&{S~LYG^kJpC$6#@=;nTTQ8naoSpuE*uv%
zGQAVR>sV<IJxt;mE6QCE<5CFy=E{T<?wKf21_{PP9DjvZIORPpYfe6v^Oh8sS#$yc
z1UC8_Qk0NoNk}R{Axi>A92K&!Ew&1rEU?-cZKAalA-2+#r71x;N<veB00Uq#&>lh}
zR6r;g8vsV&d^6B=?eOiM6#m7i@3A0bbLrRlbw9&_4by?a1EJjfd+)!m%N#r-L#H!3
zL>`CCO}XMe^uW0$E_IDJC+l!I4HBXc{mB>@7#)Ui5Aqw0{Wxbi{KN72XH|8Aw57)c
zDJo8&63qD0qK$fg!l&F}BpfFtJM<h$a{yx)9fsfQ`0e~SOx_k_H+`>Lwx1ygt3Y--
z9@D7Dk^pujfS>VsGFxfF0m%s<V>#kRMpdCiT1=673bFYezx*pi?q?8Fd%+h3NQEcn
zE@RJ9N1m#|*Co|-Jr*|vDLY_;(;9GoJ-8$U0-f@D_Zj>)--jEU7L{JdyQ<WByeDAF
zVpEODWoS}R+vQm<GNk|<i!5SPN05BC8FStHgmBiE0VMV5zS#u)_TSSZ&~b?KWtUdj
z{nKNyNxD=z5JCBCj)8{*%^|@)B#8tGO6{2nyaJVYOnO+{@qw&?oB~15z~kfc^zXk9
zEv0oeLym?TAs)EEI=Y;UbU(xDIAWNQr(#Gwzh55ypIni`S;}y{V4Z@Ga6uRt+qwMs
zixUE7e6_R-4P!$)ZLIGvA@e!JBmnuw2FWL3wt62!xIO-SBJVo%Yl(%a)rCHt(xqdl
z8+FOfeLg2U=Y}1slZfcDI(H*%di4A=wsF^iXs9@~V69m={{Rs`!~?k)9Y*{ZQgyKL
z0n9~#9WD0*2Mufv-4ASxU~C9E8Ner~8*Pkks-avJyLL)tP^#4mRD|JPY#C2RDm#7j
zwy>3szUzrlCnSvUm5OqbFfgSgp1H}$BYpioTlL`CvAH<OKJP*P9AJ0&XMUeEmmzCy
zNm>-7s1QPd%Ai38#At1|E?9|erNCQp0cj!%RFI^QQjrBJk!T}GI-RBdrg)9!G*kwv
zPgCv&(2?)d;sndkoDJl~Qz}`;23CciP7WOLCsT1MY+5w+Nmdft{{U%7OF?QF8Ee^!
zmH{~l4x|1ZTt@J%3dr2x^~Nwp-99)VZPNp;csaMCnw`mS!3~8fZEBSdNXggjQ=_y2
z1Fzr5t~zc2<4GK2i43UxQq&Atz?Tlwbp<QtV8rsqQ@js_sbxx`X(w50Ggr2$ZD~wc
zXd*Vb0_dSK{{XSW3tE(+7CxYIqy>3M3ets@gn&i>-x%t5;7N=W4z`$Hd-(`Lzw;*2
z+26iN>U~aBO~ENj209FM*lF9o2pesUv%rB*2dMey0H0Ie8QX7x>z%CSlP7pHd7BeA
zu{YD1<S|_<umeB<(AZiv9KN%ri4y`kzVuY~-L<@q`Omz!K*zy9A&#8?0A|G`>23D$
zz5|GGZ=7seZ{gKP>9-3NKu8(VN3TPH-=;q<o%rOaU<`~N{RdB`N8~e)UIG=dKO1T`
zB=zOX&B4xObG@x?qvz%|!Z}oi4siO?a&jGD5s#ZrI!X1)LEom?Jilag(EN8dAcN*K
zK+eba%{QNqy^Qz9NLMZ?&)ql!(<A4Q57+bH(wS;j>k89OrOK2w1Q$@zLn$X8dG(aA
zpQ?g}ejGHYr&UA?%pJg)Abn=WaP*Zb01{4s1M`U^c(wXrx-@x2oeiPUzC5QHaD$zJ
zN*q#wI}8vvBYp$9O_YJ}#FC5>2~!Rv91h1u2;2~JjmG=%{Ueqv)9~%jT!TnP2{Bq)
zWJ^{?bf=)zoc+e$$i^}_(KSm(-X%8u8S0G0kUwbET~KVPBk#8uY%p*~?wC6dd%q3u
zkM4}xNdgDNnD|eYCGN-)vXpctPJsKOPX7SCmkf*xPPtf65Git>LEFwPmgA%yiBryK
zYXiO%Nc73z`F0gHlmnMF!449Wg%}j%nbVX<R2&U0D}TMAXy|o!;bBs`ZVHxC?BzvZ
zf{_*y6COHJbCi&rsbh1qt62DOlUhm1ahUF_Im((!NhhvLC8a3rGID-|<Am|9CKEd+
zQ>C*j&p@9egF8vkXCe+|PFu(Bq|9G)CNzu}Dy?qPh)ut4q4$xHiiL4PQ@IE4qACxR
zg=`2?RDw4JBc}uvI@NNn6q(frl-cPSq9esX7y%)MbRdC^io%pVPYNZ*h_ja<wlRVI
z-S?T_p*V3*jQlj7nBY3;)a9Lo#zyB(wjaUjKkVaexzE6Gp$&*7Dxcz1lX%dbJs?KY
z7z?FV%#bVsQwaxQq)(c!gfNMWfShmXk@M-s!arOAox2~8Tww6CG>C)}iHb_M!e59|
zJ{c@IAnrTq90oL%W89GuXKl5uqm$5n{kD7TbGOre9s)W1WNRK+W)f~jBptT;^!kmD
z%RkS6$&2qKjlJaKJM`_5{zrX}3gyx!;OSv50ypxVY2Qu9lH&H?)8+?G0~&mW@#aQ-
z7$BWZIG>j4NdBLQJQ-3=kEGAv&ju!gYo*C6REm1yp#?gmLzc9myn}(|%1n)FUsSdo
z1xIY85=RxLoUmJoJ#i3!#WE^^Us3{`inqxh4=pL*Bpd<@o?4bbDN0)hN)VH<{->!b
zR#c;mpSz9=1a-y^G1TYgMn*gO;BD85H6PF$U(e&@F;Ec_V3|7FW(m_>wGvH;ykONd
zi3%Bv>`7paU$~gTS=eNTU0YHzf8p}AcE<r9hb}ICrYr2{VdgZnf<Nw5q=2A(K_k%c
z329DA$ls{^{+)h(_v}8J<w+@8qs)FBCQe^}&stkZC*4a-Y616^k`l^NNhc%(WQCXq
z@&xkxHrtjQ1OPc>gmxX0@07?H2_<egpoZFP5LDx<RuY6H9;b8A1ri4xq)kM2RSulB
z0_q5tF<1+b0l{sIjZx$0t`+7xv0jw^><oIm`^a2j8at5GQ;{M&Ns{qSN0|GugDX<b
zbp&TiWDPkWsDdt2Rj15``zIJtjUXu?5xTs&Ex1V=oO!4jILI6%+e!1-Nav({#jvCS
z7WLOnZ|TnQ7r}FW;zmHo2OxaA<2(1`pkCO=u1BZKuUvz^bLcn}sL-6#<x~SC<mr_i
z*2Zzu%#ZCOa!%wVcJIcfl{lZ=dpyLf0t`uPysQzN`9*1eAZ$TsC~h&qfW?O3M2XNv
zj>Am`$3QR<N+kB{(>s%lbOWg*9k<|0R*30Qz+8oUqgFI9f(}RrWx8;8Af*ZEm3`h)
zBfAA@ZN}aYC}qVdwIL0SwrNTLEnpvgX*xkTK>q+29J+Mhwl?d6cR!iV`TRIJ5$H#u
z{Qm$<9QGE}>U6j1b0=Yqi7Lv8IXNdierMyy!f-Np%mcnVbUz*Xboue3))EhV<aOM3
z`u98a--8RS_TDDLNWHwTwlyx{SpNVI$mjC}5PNj#*Mm50sVFrGF1o}9l%ymfT3wv!
z84;KY+Zf&Fw5T-R<Q1t2R|r(}y3*&(TBFlgR)sl$9hUYom~jF7?<*j!&$z>Xyl~{9
zDi1n)liUg+Ei}?RsIif|aoGgvLt}7BKJwfr%yD{@vQI=%n?a4ugd2Z7xpl%7Zf14T
zN0H_9vA7r&Dyc4O#n)2TmXHw3K1vkZ45vC8K_gmH2I^5(rK>7gDkmX}&8Xo~l7Wr<
zmmEfVoRZ;p1oQw5dJcpapsgoPt&aK0$Jf`>ewo4Ju~;KX=r+%D+~;rQgTD))j#j?A
zef`-c{{Wr#zb=~Tw3#CULgEpWm(aW%C1DPyJu#^&LEqH3osQe*jg=6(q@}0YT9<$u
zC1_AlKX(d9PEJk;S?V|7v2FwmfJw-}0OXUf$6RFk6S)JoA1c+v+mz(Ucq`jv<*2N-
ztUL)oQn0)b(Lx9>yg~9%w1n$@*zG%)#<;x)0pYcLTZ&Yol7fYW)Kt_tV3Z;uDFRB|
zaYQ!LNCj@Vq&9?=ECbwoI`)0q?`nOr?C)SZ3&ATpL)xy?aVmZl!Z=+LGdWRG`iWDH
zxTt25j+LP8Rdszzo1~$mVfxCa8K-5}5(ed}$G6024m$9YI0E|E4Xm>qtxcB}1Ichj
zN|2<uTh!~$CB!n*!IyNVeZHFWzFbO_XFc4gNK>#|NGGUvb8(qkv(*S$Rt9l{o*Vgc
zo}DG>auu!l3kz{xx>A<Vk&;f9+d>;aB$T#<rzZn|{Crzm{iS<YIK^xHH;3?l?qxio
zMMqmo`KnDiB`vM$hAU8e_W%oYCo@PSp#lbVe@T6o{{Y~z><s%l?AHwKpKJZ0r`k(A
zF}Hh7+Fr|Xt`x@xspC}uJ5f(V!T7&txQIL_hb)>pCHIuIm5nv{y0tdr<%V2BU6k94
zid%gx`<agOQd6vxfvP&)Ksu6AK~UU~dLApspR=txP2W0?bJOM0<vjBxiPcIxwxGDV
zXbTRrG_*lw1<&3-*a^m@g(x9dw=WKSpoetK{@dM6JZKbYO|FRp8WCHpM0qYH_tr>J
zrc)nn3R(~}O`4G%ZWd!qj{LX3d0ET;Y11XpZ(CB2UZ%-Po6|BA4miLm)2cJRS#mpw
z>e|~<RD-x9amUa-hV2g*?e}Mg7vtO!jt<-Ir~AA!P~-mqjiyM2)b}qml`zp-N*R|{
zT}dt`5tU2)eg4(n%zFj>lKrqd?Bm%#wJt5~9>0UqEB^o(D!YSGaK`&F#ok(6r{F){
zTtA7_F~&HX6vR8lklhCkYlgbxG)q&pqOqDN58#i(&xJ|=rr+_oiOZg6^98V%np9f#
zK3ofF=a^a@jZdackeO<hggCaGn*3Is#<VocXe!lf4#|z>Bt<bx2?xveJswaULQoqT
z0!DBE&p>){TWI?*yfj6s8l65J-vL=usbUqx>~uDzs4pmawgi-fk(7iwFni~I9~vKq
zs1|DtF>2rZ$fhBL>1C-GE7evT8x#*FqTA>x1nv&RWF3Y$@2TmTrAKzdNNqfjkeTXZ
zQ;&}L?;qlQqN`PR72*|@)e8Wu)H$6EoeCIi1fjOYvZMjNr&&Ja<s~>N>IV4E2T_b<
z9-Z^R7o@+0t-ZnOM&#|V#{U3QzS!-<H4@wAogw6p_K3}15Zl@77Th-<DF>mG3PeQ}
z<0Ds=cibmDI`rq{xWWXm-<T4RwKfV6Q~(5}Dk>-hgMdjRILXfQ;|Nb#^!VCv5^IjF
zwd)@7IPcK!lYj>J-(o%_ZN*M~rTp-2!sVlObtZD!xGsl1nb@qn66dfes5-Y00aun*
zkbr}Yc{tAFi&VR-)Z1R)t6UXV+KUF44f#?Yc|iz58EI}PsYl%aX~sz%x6c$E$m=d|
zkM9{3zGPf+opX~Mrm4r4=vZ-4YjWdAb^09<f=Uvk&5;;SsG%D4Ky4^>Bima%DCh8z
zZMF2}eK3l@hWFMs5+wefr)*e9*{k7y{f%;RE$MaB(%&(8m>IY#%aqAX`b`b?kg6>R
zt$0!b8UFyJWgw+L-li=oDh#$omx#^hat1MsV;Smq-{t5&csyu@u+wcY%2I~fN*h8F
z5&{s|DMAJ@fPex(#sWab2K;a4q?``FhI)_VjAO3+CLM4hOmg|@_BmsW>SZ=+e2Gz-
zlG>AnA?A?cap+Q{;{<icImgF(^zlVY<+Tp4N21$yt-lWFPHMH9v^rE6^I^nV9BvE%
z`%$&(oTpuy_)E>W+i~I*C2h+J6WZ;$DK>qtTDofvtuQF?mm$P5wvi%B%1~+~2*vfb
z*_S>_+KU-0aj>UdKq><#il!91>zo%Y!(67)-mO&RNE7NQVc5*K5vd9+!i<H>eSlkK
zh7%SmVQYA?8zd`2*T>J^-aB1WNy6#76~R*VM;Pr0E30OW3Vx|PDH*dcmYGW3&0OLX
zf|P@rnVOJ53Y>nufAFC80l>KTZ#d`noA#Yk!nhZ+Ut*57*9PMKrLCmlJPGdK*S5=a
zb#**Lh`Uch-9Kh2D_X7Z9(}BwZ;1AMwxy{nL6dyfv~4?gkdb+DTIKx%m~*9DD{W9J
zaRp75?kc2N6$x^p$!(bue5UF$-S$VDEU68plr`mmgbMWJ-`Tn0=ax1co_F}Bti9#a
zsP!wY+XecOqSB#6jvtv0B&f&P>oq6W6}Gg&^O5ZeaSWE<3Ob&;mnk`wN&(5XMZts+
zps2L>DkUVHAw%|mwJ2}ZLtr-~Cw?M7h#wACty0&o-Z#aka8aM7(&fxGnQc~JwV2GQ
zZMLs$(-`VdOK3s@2_-22k_Q=mnD)?~6;Hx=2N&!&8{pLRtWj{vS6NHd040{%re`}f
zG?WV&pcQ3Ps*|FLIPbl;{{ZmIsO|R??eDeEXCK<b*;lmwGujR>+HTx&`YQ85!O-PL
z5vr==d`Qu8UJKfe*s|)7r=9N8RMi_nuz+1m37S`hvrM^sF~sIqENn_GCUbVnmn{<2
zpu~?%jEY%pb0bq?sxu)a<kOVM^GXSj`c&extN`Erp8WP-Gn~D7aZssLXq6UYH&%;E
zmbJ#J(kfBbBUG7)R1zPFErlUrK^bZI%GQJzNa4u)GdbC8bBDt{2E$zF3%mJf)T>Il
zL~+E4&(LE?cl$F_R7I=JdNb5R77LP46w#RqLKLL0-Qg$Biw>D!bMD5u?1}@nozd-u
zaqD!}7Q{-rR`!WdBnF4G$trD1OVQl{MW+(52?0p@RVvJpw18m5f?~$-2++r^u0IkT
zZ@YbH3eFI+g0uos;0GvLRhH>gPJoljV-`bCvSP+@PR*;_6&VR90&QAjjS>b3@(}B6
z41h6)hCW;>BhsP7{{V8sX;O(QQh_VMJNwHgbHBvrel?^@kx`}7=FDhEmh?s)klH~2
zI=0ePjq;EbayQ5r>)6#Tslm5lw%ta49s2z7_29!qY&vf|{x{#5-yIofWR9B*9-RjH
z0RKP$zs^Y8)4yS!4A^b6j3gfCBfc;X&u!0Ru;Y|=a6R$Y7$>ke{CaPb`0!%d5}YJ$
z^4p*|_29zu``mrs>lo_WNF5RZ?s^^Z@$H=d07ITSJc5>1qDC-J&~@D7AJ6z~oNfsl
z<LBSMZrS|%@KJM36#5lPQ8+Eddq~IxsGy|)5<tmXk^s)<ZTI2H8I+X&01*S?W3B=~
z1f2kx_<Vny?TC$4t2I-<Dz!Z7i%K(INX`;O2<t;fAoVYV5$aBOXx8eTTAfiVTHIQc
zulSUrbJNt2M_ljQg{(?_LM;~Os67H&Orsi}!;4|h-g{H(lOe<?B<leY#<dKLD|5Kv
z2%NX>l14g(WD%T@2sk6IaDU5<ro;f701_hin|X8G3q|ytH&UWz2qcTd?wF2HBQ)}!
znCaA#4_@P_3C8>5zA`b>je!L9-vi`(oP2*<@uHNIwnjk7>4I=O_38T9am*3e`t<zz
zZQtwo@h<-W%kt9@fMnl(x6)uuuR8w#UCN30b?NwT)6=h}<Bb75z98V7{{Roj?bELu
zwS=oqGo0l2J#*aj?Vh{uo<6B#1b|LTK*q;&+vT?8Y;%LcVZz>e&sZF^)8lU=iLxAS
zOKl*O2BAViiU|QqF<MfI!2ps~lb)w1(*gYDk_w1X!5}FpSjp;6M)>W%-Lc2YfCi&1
zBpe}avXDkJ`7NQcoz8vIj19X3$07zm!1$bFC$JvBE%-nP5Oou`GIrYE3?idz=r1Dn
z8}d3uzb>WW-G+(TMM+A~Pr*Se3H3W95!{~Jg+@?1nsp@SX5LB0Gn@sstmi(xF@x$G
zxz0`wKm>Ltw@^3V)9?e}80>cK)Z=W9n8x|XucqgP+w$KH&3(YIh=K)#=`pAg=@yT!
zGSbM>>w!2q3T-ERXR2K6IuZdt@Q%D2(4)47E(XKRxTk2#P&h4=si{#_twCuR(g`J5
z(viQtxdjR!B#eyr$3gnWF_E_iHt15HsWgBTsWeKHL@4wgNN{7PcEI1Zb{N<o>7nL!
z^umuabo3%DM_9P?9%anOc&AY*SngYOrI0}bBqeHAG5{L@dXI-f)96xi+n^FKRE2yA
z-yb}D0VBTwTS7n~LjY%Poe104ef<gJyKX55_ij4hyguWl1mhcE9O)U`8TfYK+nyR@
zG{TL+wZYyw>DST*HCV!uRCXkgbJyNKU-R5=$1&4CEP8YuJ|8{z^x#CNROgkgYFXTc
zDM4o>jPIVC4!<3^1Tlfv1gj)<8w?J^e*JPiI9c-LzJfK|X!4oFi5ZeEL=ZIA=@ah=
z>(8t~*=L~6_#@-n`h2+HK|Om6=ciuB;p>cT*N&v5{Dyr7KaMu*`1d?=Nm7-dAxb#F
z11dPq4sbKL-(kUfpUMZ_#+>H{P$FV=I$j7cY+#Z%=N$3TvY>tAw?H>I{{UURc+4rn
z5|ON^U}JON_#eZsP5AB_LwGN&1AwC2WGQ?4^$7>lbBz1EY+M8svOJ`8IQz;^{nD}D
zAK?ibV;%S>@8NGD798+|+$lHHVQZv~x=FC}yyFuc3}@O^?<8srv_jTLUwnmO9-UN1
zdUxaFkLql)%6*-q)FDSwx6izzl@r_Dz{g-X;sD=C$s@QvyXS9Bv;J7XjU;X}j)d=y
z_y<3aUJRLqg!QnE2^af1?Sv=zPKM`ez=5`!jWpjKB0VM>-h63KM|HKOXj2Y2+R~)w
z3I!*we!F^}6|G$iPF^mWV5=cRAG8@-A=O#~ZAIiHw<L|Wkd+gUyf-`}vH?~J$;WP+
zocs<ueExiVI!a1F-0kc289Qfg{ju@k5&~zDfqs!c&f{IM=-XZTL5m%PZh7(=ES<LC
z)mksw)l^Sjtp3TEl*6i^9*Ig;uO?9gJFvW~0}1FjM@)?}p8BIsj`T;+aHgMWO)MR;
zke~?%s3R#py*T)Qww0|8skJ16l_Zd)sC-8Ib|CZ~oGRG7<`x7B%vg5>6ln-<qSm=B
zCj=25YDkdD+~eL-Mml2yfY0uUk}OZ@zoz@)z`(S?2Vu-w^8-oNIUFNG)-ZForr6KK
z4gUaL`1|INbAh?^IUW8()22Ij#|nkgXmyV<+AQDMQkI|_rPW?fl1U@oW_}W!XCWzc
zB<=UN;HFKxUxe~lew`#KYA9{ik><y9wxmgKQ%Xtd6|V$tNZ=|+_pD<<Zd`%BvpsZ-
zAiO~2FX>}*YYi>&!Ec(Bq?M4LU&|f4`e$>$4@WCJK668ya#<FIzUpa)NRIt(q?aL5
z*irY1^VEeY;sMD+4Y;kqP)It1T4Gz&88IbYQ-O}$sD@N#76@sw;4TN81gA<;2vAOa
z+~kr#;?=C57<{j`Xi%w?2A+=wBTY8T5u-NKBsPSPFgS&2QkFncmPt~H$@SumWm4Kq
zG?Jx6lMn<&wbt|LVYW5sC|Z0H^1@;QK~N?{ZLPquiLtzi#TN7V%l^;i9ZQppP^y#~
zl56R=pjIjnWkGVj^5wS>NTs(e1N)qZRz02OiE(X^<`bPG(%*&NTT?j)$m?5|)XgcV
zxlU$%%~Bu<l{)nHJlT?@zksI{(w!|dSDgrKBzz;a`^`>6_=}ZjwR&68rB^KbhM#g<
zHJ1>}bE8j$ptLaLu#&f7x}cRk8A~W7DL4w^LNj)u^fu!X8*#OLz=b3YIP3xF2Eb!G
z9Aj=dw`wXXGY3h_s7NM7?rpsJ>2Z#tmYIrjg))?81H~iW_eT28=W;ij`I+&T%V)V;
z;v<+g{E5P>)kdW4%NC;M&%VWZ*C%L@k(BwYIO3WmCkhA$18`#dQ(mXM%$Sa@JMo@v
z`0qAUm9q0HO51S+V4+Q{1tg8Z8xh6t_~h`7a&zXlOXe>u-lVs6#HW7CtWqj+6%93b
ztSGq=*z&Zgrr&6(XwvBkQdRyEIIjpFXTOM7(<Xh+n`YFY!Dd7Ar&KEqKKdDo%ARnt
z#8kQFdx%*{B_UdH266=Ktv%XMsU%ohZD;_+t>x#wAgN2DqrC`8Cnz)1bJ8L%Wb8B-
z`{1jdH6C$zda|q4XOt`S_=}-e99ovYI&B>&jqO^=AwokTr*clpSp?)B9NWgNQDwQ(
zRXC}Z+gj9svNA$Sk`e;R&rEkYJ8@Y50A{x?`IF3OwJUPpy`@{+l(XbL7QaxW$7!mi
z&s2G2Dhw%Zm97&`vV!aK8Eia&w$cbu$i0hymiA4rPfa$RPehbA_n)e*Rf%u<m!F(o
zTbi@)bQ|Dc0mgI8q&QTViJR+q)Dx)Kl09+I(Nz_)60`ucr0gONT?`JF);Z(NFF!n0
z-8Rj~SAiBHoox>-gstT}l_Zid0sFxx1GqTbuMUsd>*9x%oV=lPF7W0ZMpPS)yKu*b
z#71CApE=rV458yKgto@NDRLw@+LB*U0hK9O#}5Ah+C|TvSaP!Ofy$xCJ38d6+>x7>
z{m*bwlNuCOWCf%q0g8qmdSfd0l)o@EgyT6pRD@|X_`2Gs$Bh~q)TdgE#_4TKR!Rn}
zm0?E+&%9C+4->S)mWzNz$W`LdN9QMf1X~nps@p=qLWp!uo+6=Z4IpW*+GEn4qvNlT
zx16+6=~op^xz3Q7%t@eCknD$6NJ1JzQJzwUM&u2K4^9%ECZ@rzy=T^9x}_yi<bt;w
zak93FLedHyLL5T(B&BHz1FAvD;h*q7$cinmVp4gZb5YQ{!oJCqPIgOe<_#6V1Ro)k
z0@!i(u<x2jnS~CD&K*Az)dVV;MvMS#B4e+iApjGp0R(F6fIDXgJ@~GLcWxL+fI*Qq
z&_(21rucK&oM9?aIe?G|iGnq;=VNJ*c}!+n*^#>R;AJ3S4Td)8HvN2|2Z=8PHh()2
zHs!R}9@OR<ljeJR8Y`w&l$4Mes<74+mluGPOK5qGk~Jk@V9TQ~_h={}Zb9F!HqP7q
zdH^^=U)~{kVacXqs`|K@r#&?aax@m3T$$1vNeL=thLTsL9kr_o&waDS<P|PLW;8su
z*8W(}aY-p5PysMR00@yWxjzxqMi|ckJeB89BU!&~Ze-J<M4(BX4x>SS6-}9}$&;Z?
zN^vMb3PKi*3Qk#RX;4sDQ6TYVjJvW1Fh&l<?e+Tp974Mj#~+5f&U|`IOWnFXPD{Q-
zR&EH-QyG0_&n*c|mq)XL?#gW|aVpYqpbp$k3VZEIOHQ<=UTMT7#@%JaI?~Xv6qO-J
zB?<}$AxSC(9f{k9tqK50Fi6+#XUg~Kh9Hj$8zg~aB_xZ18qYl<C(8;Lz`CFm6@_#=
z<MHdiKo7_2>spq}6-J(oHY+k>N@+|=k1e!68bdB5rN*6Q&|7f}O0cAmK?ekM!Ump{
z1tDtFgy4bm+kc0CpB#7L__LpB4WuE&5=c47J7fXAMtweG>T4=Mv4bGnQxWvH(-#^O
zWzCadR7{y3njJ)3b&OY3U$WJTKZ$BbJ1lG79jj@=x#Ha`v>?)*ZfjDSP<BiRa+-ND
z8>P!$Lyak%hL)r!W1cNqrEW!f9Eh$G5bF;x^2W+2eF|;B4hX>tQ6P=JJSrnT3J`S!
z>@Y&GcHi;G37fLJ4g@zxnvmj>bMJw^;|HKQ^&5Kn@Z~Ilb2czevuFd9`E!WACkaT{
z2s;om%yhl=8j-n@F;N`1<(0_g7o9#C@9G@7eKyg!s@IPzFF$8e;ZKiNnC!M;F(J^V
zNk^Pob*2@lB(Eq1DJBufr&XynnN*ZDA*!@FZo^wlC4PEeWx|3$N5A)zt5EE7(~F_L
zE9|H^^Ad<&;1m!_MxKC!k`HVVliSj;d9_+{nRnMsHKw7<oR(aZQb0+P=ykFlOHLix
z)-)FsfC`F62ss>X@P|}Vrqv_}AnY^|I!BeF<l6k-9i~d04*(OGjMn$P(;!|Z<4td2
zFq=(4(PNQ!zY?)Lp!pPn+iuBiAPp*;JOnN<&T!CD)}TJ5s!ej8ax@usbczxhPKKZq
z2dODYJAb+jxP=l4Qi>cWsXQQ((%o9r;@0AvA#OP0%G9N8l_^RkM|0eqleb<3dol)+
zR8Eo(1^^>`YVJn=03(1paj;UNPl$=ogAwRNbkuXlJDnjxB^CrG2nRwp)_EUX9=&c=
zi$+X#W6y@1{{VWYyom__V1l$H`KZV_AxOw1f_C76OK}P<<e^B&DN;&QJ{oWjZO3i~
zM|J4Vd9faTI)MZ!m8l!|$VmY8#xQa|92%;=xg;X74joCfq=4~dG3N~DD)zQQ99h_Z
zy$kQL?%|j~kgM)JG|--1ei(*xDN6TmAcF@e+79}G5HGHnPo$NrO4d4jk5RDezovHl
zcn~{#yAik>o%(Ki42+HbJR2q*0(!F&q^e`<J26pdZZV$85?RPeKk+R906p%T{hM#q
zpd-y(bje{r6v>3*B{7b_eU&dqsS61{pm6PW<!JH))cSnzlOSH?f)0=^wSbY=Ym5^d
z41w#MgWI>^o<8dI^c^raz|U@(&chq;$0ZVwQl#Zw4{T>WM%X_OPMh(}5;q>7kK^*-
z*PQxvj$M933z$vCfZi@nPzA{o8w04mxEd5d^#t#LM}EJ=pHg<|#=d3`Y;WtG_V4TR
z`ES5N^2fW4Lt=a5;qd&pG-0M&LSLMGw#mvFNdf1v&?Py_5PB7y0rAMecpQ$CrLDcX
zbi#OGf(-uvF&cs<E(j5<-y1U(`3PH$B_R!jsmB(uhR{ALJxS~m2`8Z7L$g?Aq_GhN
z3OO%JS^etOjnLi+^4lH2B}&+mI&fJcTHPL7d1ZjCrIeGTY(OOE-Z<(``RTV#T2fLD
zrFxO-PWys!kH_P{N#18m{o4tYMdoB}B#8ucjzB@a+jh#1;N+8>9CZHxJbq*5eiEUv
zB%Eh#4Y$tt&q22zGLeIWzfv+W@ay^;@v$lDK{*)6+;<xj(EJDI!VkaG*A9Vb1kRIh
z;gT+35IGK~QUo_4<RvK!B{&}9@U$NLrCAuyU#@oGL6IH667*o%8OxE>5~6-6UbOA#
z3VM2QUKNZC05CC=zBk`tkH;RH?Z*5ry8*SmHIs-*AlzDF=0O&Ty^XpXoe03cA*GOG
zycS8>x0B_pbO34uwxitPL$*B!HzPjLK4VJ&bs%Lw4|zFH=f@mmb>Drv0pB_OZO3M0
zy&ra6Qgio{)hGV|3Q5XU^&A7t>DO{3TWk9HoDvMrgg}if3|a=aiRU+oz<iA3BO|xW
z<M{Eg8Q5cUx6mI!`S&A%s+z*GUxLcX#$0FjE&x7RLbu-qBRk~e=Z~ILN4Jjpn<t}k
z6Qt*SfZ}qK>652Dvz`{?f1UO-Zg#)vg&^38HiBns8*hIz%g7pzkWRy52m~DCugg3h
z&~3RDuQFtbD5lY(lBtykfznV2)YMe}0NcKx2uenD<P{C~Ii*_6A}Fie4tW&B<hLEA
zW=%n98iQ<O1udO|oISDt;GVf~$*UIQA+$lI#u_41*dAMLAw3r0Py6ST04s4>Dm(PY
z5vUSIQe&LN`h0%l4@rxWaz)6J00|bEgKl;aJq1^*%&m{v6a+4xMQK1Q2NG%vNdwQ6
zvANbppw@IFI0J|G!vb<|fA~lCYdt&v0B8<=XC9+Fe0Yj@0XuXA<2`@F*B=hJ?ne^e
z!rDTO@Bq#~vt16u{{R{c<eYkpeMb}1fEEc87Bi{vkuy5$toh=-SplVLU=EQhPM$03
zeo%K3skXDwZR&nLhvB!c$nZ6`um(H#?tWjPpTKd|4fe)ykC6HQ0H0j+&jLa~_@7=b
z$yJ9>kc<8O1~Lhrf+N$Z-yD+I1a{9%?sonkmmNYt?e)(80MLCn?35GNKL9%M*)9D&
zd!EPXw*LUjhXivzgYWO26C45w>$max4g?{i^xLNA>Uw`6>Bn?6_0He{xgQ*UzFZ1R
zU=7F6f0tAB;y@z91_GsouPIOkBoIb53=z0FBz!#%dT~eIBRP1!Tys+7qcqWKmp(`B
zx+x>vRWhcfKGSXB0iq-Rd>-d9i8v>V(MxBz0B7a5_53)4emMDjYt~&R`h>t#+e%lk
z)E0q-u8mZ64YswAGNi<)27+^hwu!GVJx>*D8_w2XE`vUX%KVR}FYxDkx55v)=*WN6
zE|c+;{{YpBnd6(F6qD!=>*#-3;7Xg{azXwie2C6^pI*FkQgn<Qk&I`lJqK+1@so~+
z2@0bbNjUZGll3E~%j3d1C&_$v!R$}3eENP}ayo}1b2`wlN3X}@kOmK5%O0nO?x5P6
zbe@<w1dg8r*Vm_9pT!lV^11Tded`!8Y~N=!>8bnP#C^b1CNv9@17%-z$ZIs}j+B$K
zoMuHmO51SABn%EMWhej){DA!Xe!jeU@bGhcn?Ie_JhvY5q19)bc6L>SDT?b#r?=*I
zC~jks9?1X&HWkzkJq)EgV@~58ep$|aH|w9T8q`b7)J@W&Jq^dy{4~cu#GA`enjkok
zuTkMYKz(Np4<_6(`Jrg9BL<-BLpu-O!jjJ3r{CLilYzvJ@j(<jK(=N70N{$mmNItQ
zR23}g2h_zMpKc>BEmj%kC7R(*0Jv$0BptBilsE7L?_l-$5!PLJl!#rh;=Y~zmf(V-
zK+cf#N$qO*45=XF)NjQ~uMZNVSMdy|;-UH5t}W4w+$Oy?vh!R?_ggmq0B#^=ladDb
z>yDg#(65Ib03#%v_UVD}`t{=!aFToHWBh*%jD2|4#u+Ab5pC~()91DD9E^fJc;VB5
z9BNPwc0Q*cqrrv80s$C2a#BiuBaY-?{5p@98k}I~)Ajn>g9bQo9FCy;j{-Ok!GjzK
zBd;8mJAw1yQh*@*0V9qI=zd3o1_C+T>-zpY1t66WK7Wt;@GX4@&-MIx<Zw4VxG-Tw
zK(wp35OG%8^wwalsr2%NggzzHm-|71AF7ohON*j90L!nb4UN~upIA3SFB?XOU(gwo
zG81B>7zHQUYHSZ8qaR9uT2hH^z2y}ER?%%>VL<U+Jg%+^MaLMa)im4AH-({CDRBw~
z3J0JmPz5Ik3IOazMS<Ee8KqBrMr6mPT#I(48MI(9#Z9CkGnqh0Qd;xcN@O7lSyGV7
zRFvvkhZ($5o4u#+k|k`CNaop$-|hFjfyTcEtnMm>I?OjxAv}Yl-StqE+j22YKWk6f
z4{rFtq|~|R$f|WF*YPn#r<ZCl)8x~r{N$&=V1}tx$FPX;FBTbX3{Y-2w6`q@ZjoJg
z**%J(N$~Y?+xH!naaQdM!iQA0u8VG`E{|TIR-wO7s?sWO9aMRcXTp+(-j5-NkfbfO
zpdEouQbLdFzOkd!j>LY4>l{)~+Q;@zT3$458mBjTO;3Sr_?@*V?mYrqNM;o`n)KRp
z3tLu=)aUNnMQ6%Kk!@U#tIUS!Zktnabe9n2Kb}L80FxUYR~q!USmbfmsS|Oo;@9~6
z{{UQgML|LPz!aYSN=fgxUx?~Djry7}q@)0ll<YI43=!CjVD{_$dU5i<Y+V+0!&tPg
zn|`lAxu_K>REpgOtpZFsr7ouh^~aYATt}NrtiHp@Q)@z#_l8DNK`UENm$kan?Kw3L
zQfZkAaoH{Dl(ZenV?|yZ3Rghm!3~V+NOX-Q%T8;EpE#Wao<{INwWJ+pAu=}?wxZF{
z#)ia^=Y?l0toJU;(+<gO{>G)c+?tDuPq^}utxUmBK&8l92bz((BZm}lRM=I{cn;<z
zg%g~&hc9N_wCGp8R?Vl)pxe?MEl8`xVtkkCVgrf+hvmRxI}#j#mp!n<aoKIMsPSbj
zs-(I(i)(Ur)=Ws=SeBMnnsqI=5~)*V5J{0Fk9|c;Ax}K8l#GOpErcXMyKkG<-M7t(
zA2=vgb;7<a`-&aON~kFT_M=LI=vxuj9n7};1u~UGkrB+dCM%Az@KAMRs|)UG8d(8Z
zRwQ}Y#>9YRY;8N?l?@t-cUqjXk^;5y0u(jakOGdo2);e#DF+_A4YAZ?ugB&7d0W`9
z0;S2QI)v$t*kzR{oQK}en6aI(+bLR9Ny<y9J7+vqKY`D*Udi!J%xf0&Vx3}hvOIFX
z*hzV4px$h<g14vIFH3Q62}o@!er3NU*Jj3OE$EL=irdb|o8BxrxYr=OKUF5ikeK&{
z-pkhQtk_nU+o@I<S(j8wP81VGr0bGbx>GSR86+v;otn3k_;6b@-a-KY0~aJ%2r(eq
zZUH>``U+L1uqDK0ET_C9WA20$nKqvgf<=#9Q)k)<&#}!Oa97-?O!kXb!fo3+)=FH~
z#Fyf}p;)T6KH|*!m~^4koH+s%E&bjq)UHKJYl&qlb-}IWlbj_XSyPK&LAl0B8;~~c
zy1we_lPlR!;+7dDPODK;l_7uc3W+}QhQm?G3fG;_1Xj@y==Is^_g#{<p&@4(2yFq?
zfKGN>jw2v$bPVJTu#|HW28kNX&YZ2UTXn}sH~xR0uPwG1n7#&Yrnzt8E0mST-}ZPC
zt^`}PMU`n!vt04yP@Ge$*c3GU_Fp=-9!gJCgU6{`&d#;@p=eg@>#m(1v2WMmt`z95
z^}?{GpJC87$C(w-i7_O#rP%TtZPv(I0prD;3au`i85K61Q!*jTOo$F6DRH-&aV|$%
z6gLV(sSYJr_j-bHwXXPdxO`#Sa3c7Yq*vYM9ieo~nOVAQ5n7uvWQsd8-C}dmsIri#
zqC;tp`s0dIi=Pn<w}xI%n8yxDu(T3BmIs_2wZZ@fo?i$bmLx|l?mO4O{{TDx0NHKh
zQkM5Gt8<M@m)DBQkr+pMNJ9=dv4*3((~CqZ^e{tlW)|lmA`H~HuS|X)dH4HrBnrJc
zTSBEB4JM@!EhV`vs9>+l$qq)6l5vo96%;EVd({5`dRsiR@uA45(&_RWTNPNQr)$>I
zhSgKFZgyEHQY0ZKS`^EwR64W*w5DW5ECLCR@*^LFUVmQvoxk4XmouDpmw8%p#XgZL
zQ>s*2#W^VoVj7=wNSPK~O)@D`!3I<^k^8w!V2T;M`ts%J>xU%42jhRgxH$EDanqY&
znAhE$k|?rVPwi@ZMM^X|&Jn2!N=~oYl3XN5S=uw$j-@23I+h~qw5)FuJiD9A`|YG_
zaiu#(ttALuQroS0N^Uh?oZ^&%R)SKAamv!n_{DLgf)olF9!GPY9QaJsqj_>^)7kba
z?HTeOYYreK_8n;Kw3L!tRxs;&R0>=P((zq1#_YyfzHK)o&9-H&3oI}T(kXHrAf^P7
zuv1GUh;p3Lg@NV0rNBdxrAk7Al1fyQAd3)2Bv4C<DNqF~5K=%OgA?%PbUSH}KfLYa
zmG8*w`k`T6&=zGinKWvoMxAn-anapclM=5<bf+&zcmju-AU_UL9*H3-d8G~zP<elN
z)k;h|exy>MFzfNv5t0e(=F0L@jq|ZPZ^xm_pP3xC=1nS}LFRWa<<5l(<Vb^XQL89}
zb5a~}DNK_A$rSlfJc%hvQz8qgTQ8J0vY_isxQ0KQeiiFATVhS=;cDck-w~N@$KJ8-
z){_?RX$_}Z<5K3vdL1gMIUC{>$keBv0Vs;8ZmkWus*Wb&vY<BDSpXHSWF($?2%T=O
zo_NaPZ6v8`TdGKv2HQw039*SJl0?V440RW%s62+d<mp`ZsdUtLOR^Uw;0`nUxXrlP
zBRvb?b>BO1s$-E9C@2osE+^K6<g3YUGzNw`<>@Pvu=N2s$8HeUMf=Ry)d|#U?AoOY
zrB0Om8jUE!6nU^FMsZBYiz$N3Q&@eM5~kc~)g@?BPNAIe)=!&0der3UvgRz3O65p-
z^&k8>)u`lgXg6Br*HGI){{YHHZDVprp_7Vz?F(nYOyi_lUS3fmKXo&>HXv$zu_Dz;
z<bAc1CPg}+^Lfa2T#Cb_kNB8~Twor(T26gB4ggB$4UI-YX5F{ma~mMWg9?(uvD~Zz
z{{T#2sf^>WJ8>IUkOoHI59#{pz-JN;{fX)E_5FW7145O5itEnv&fy6+00<Yq`mfNL
z3OIt(J<CioE$%i6_?=_RdAJvMs=V~B%GN2=nsg9J(zy$MYs0T_Vz-goEhq!mJU2By
zV&3%<pzV5F2qSjjrKlihsMQ$_ynT0Y@3`SOw0<3r@;|Nk476|Y?0tTGN}5`B;H9L9
zgCrFj5M-4SV%HWrm^g&h)Vc3G;T(dp1ErxbBdG_Ff^ZI0iIUb_mnuZJHzjgjb>)-S
z?>eQcIr!&17dnjY2m1d2pZT5));r^I*X90P192UPexJ|v@#0*tL_mYcSlUIPM0kdl
znH-_aXHreI>m1~b3QUp#k3zMhQS>8km#;v7AE$mZftm>*5&2|v{5Z}M!&n=}yt*Hm
z{%)Q?{DgG57^*=XAP`4iQ@_X&)A*j`@G-Wq0Qi4|Z;szAeRvRv?mT~X(~chDv?*tQ
zf<Zn10Ee#zNTbxTsZm{JJA2RRjGg*>&#AQI>Uhod`#90TVp_&BKs)1MpVmDO&~dmx
z1a&y;o%8wU`1){cX@vk6rqh}|G3`l`uU*6>%1}EFsTnx!zZ<s_0)O65b;G_yNNy+|
z=iZX+LOp)&0LNXxK7Y<M=Y@mi=40iq3sTrPJu}!2x&D7cjyePmfj@}P@#(>$e`g~&
zW^2mmlBd~V9k(S2W%Jh?d559gZH}TtDL=cXMIFMQT$h#dBhN!*{Mzf=v2aN+VElpk
zkVg895!8JD08AA5XQB5-HY53PC75r#aMKUGdSRxVU;h9~6mz)v@MMXyfz*#@XzVh~
zNX?Osm{@CGN3N}2q?{f;yE1#@OVebyo|+XQ;*I)%-mL(3z(@xJZXJ`L^(6fO7)y2d
ze>`y%N{#_kRWLKwN}Gx?f_L_p8yx}P;nSvf{hAS<Hf#p4a7VN%LBQMH5RoN29=rAH
z(~T0&`8|C|`S$Dhp84Z&)<_r!uE1pca54U$P8|ng2RI+8F@?7;iT*>cFO~WxEChg8
zG1o9R5#f~s)BJKDj6lf7bP^8u^%9X!P6KhKJCX)nkkcv2^+Rm9cg8k%)Pvk=+az_u
zM?;VlP7lNp>x1|V9tF1EH}%Fz#`wq^V@StNgYn^|KyFp*8-u6=`DuimK0N17m+O3N
zg@A*i3^X3gbjW#m`0J77;Qs*XJ&txGZUi>;gk-j+n*RXQ5u>%S?pB7v@_Onk&#v2X
zs7XBs!{N8($54^qf1m?@hja7cvJSJi<vPjGSjfY3Z)n`w0Jf&U9%AQv;~ZRv$u7x|
z_EJZ_^UK@ntO46UhaA%#0Yrq3naIHIHaXAFf8)TUq>q5~8+!V5>-|R^gMIKlGNHNr
zaz-}qo&lGyQETaKM*jeI!$Qg2YB`7oFC33pCJvT>L7+MhfxyoH00KXrdj1`d&gZYo
zY>+za4hO^X;9^_OM(5Xj0oW1;`kn+Kk=Ld>;~V@j)Q^eicoHTpZTy5!U#_+oVOE5l
zZy@X<{I=NZ$}ti7)TOm{L`hH~bZDyp=iLHC#2-$oNjbpkdiCM9fjU$<k!8ktO-PFS
za#(c-O51gnhg(`yoDf2i2q5tH^X`c9U!vEWK`j>DrN~elAz^Bh8#w8#Do*6=QahdF
z>uwE+AcXF6anl=r9rygW>1fq7?2vAhfjSUVZHc&#ImanpfGQpY6PSWGl&B43S&}cf
zBU#0T__y)BdvjmH<%4J4HQ7}M?I<znFxMtZ+;ysZwCPmGBBe_uUSIuCDI<Ka)_(4I
zsVYU_w6uj6vQ`5A_I~grZckt^3CF;9;Ip0AgT@0CL@b!?ILh2;DOy#f^tw`Ujg+8s
zjCIdkaK*v66qKZDDF6%&MBop)GD*$`069q@XC(B&?IlvG>-*;wozlZ7Qq9V{q~uJQ
zyd(j>o>=KSB}Cs3;VGwK0k(e?QuAm{lAir(bx;5SAgxL|>Pef<C9HeD&O(s42@1gb
z-MT9|#(xfk^v?#6s&JO-R;?uDV?Kii8~*@IY)7f$EX26TBP+(>`g}I)x7Qw>vg6s)
z)n2$MRL?a@W=xbBD@u-06_8$(u%XdmhSm~ujcOf1;{^y)i$iD<rKlw%OQ^uVE8nI%
zcOFAct;Z~e&{m>#2}lH;E_EZwbH%jySmot5;F|{KyV+9hsPCav$}*OwTdqFR)2c+h
zB_&k0lnM)JAk1(rvZS!m!?w@PKeVFa@a4*<d2z_gm0Z2Qt_o~=LA&UXV?8R?p$8i>
zqR^v;RLlq8h}xqz>rE2Yu%x7E1X7(Rny*nJ#bTD=i5e3vM~K5J(%Ve3fQFk&dnE}-
z0Ous`PDv%3zU#F+#<1mHY?AuQbd5_S1P;S<(43!4_QnsZaK*R5xNEeONl$-LfQqVu
z2YBF6@xs02Bxu+KWETfHDn22`SaY;|U5ef&O6h3b4$;x5=4GWIrA=mR%WG1KLY~Z%
z-Yddo03>j}Ifr_48sVs27q!h;x@*-b4oI6=txS4k*-ou$Qk-#bEkPw^MM_EnQWQ=H
z3;s&;CZT3r@S~M6E{9i=+zOpCq~EmD)Tv5KEle@iqLfIE;?S`BdRz?`8!9PMhYWCO
zeKehb9f0~A;Qa~5eh%mmB}=VQ;zwFg?3%qbgy&MU`Lh{qO2EO?l&F!o1b|8Rc+YgH
z)H~kha4icCW|b94xifOD`OWpdHYw5?TLF-k`?a^-1b~E~g$%F&2}tGu0to~}j9USy
zS`z|AQqx=)4$755nzk@c_=G7TYz%rNkFNt7wk-ON1v2aQ2Ub8tdi)m{1ODYxBbBnA
zxYwr}XXKf6oSi@%00uGXfw3cT^ZI;r2|Em9>5e&G=z?;sX^k#aEgKp6TUe2f=e;N2
zLKa9D$`VGC;z2~uP;@5>=Q(F_sT%35!L2ede9A=l^A3^!0HXDw{OyoDwI5Cr@~E{c
zYo)pL`EZsF3S~xhf=JIo;t&phfyg`YvqnrzKORfb97a}`*?DX!vNzNnLXf268<KJd
z%Z9?`@uN<$T#-sec17y+Wfo*XRA}`WNp-RkS$3m1BpfR!T9|eHBoTskEj{8OoQekG
zd?dtjCtI5j$YD~3)@&R>iLnkO7y|Q<-U!w}-vRlL$u3)SVmevAEvU6uT4b`tL8l&r
zRE*k*Qc%qJZZ!FAD>~B4s&SCNd&||6#2>nT&6{dmrMqYIBCSJV#i>b!UZY2?w#X!q
zgiDDolKE`|2_9=Mxq+29v%}MM`0#$R+M0#S8&-t!i2|h-MAs!_8z{zY$T14RIXaT!
zIwwgT8U%Q%y`(%`YP}u2tKE+>iA+-o@1!k;ns6un=)6=m%7*xb#Wdu1%_xyzV5?dE
z<f=ft#B2;}iQ7Z%$!XMH2}v<GAG)AYOl62CYvG8ve$GyE(}Rv%w>67%Hk{~Z+v-$V
zt^tiWYJE9T5~TumT|fc9y}o#3E)NLaByE(u<i1x|C$P>+pSR>wE)=OC6R9mx=S`E0
z4T6|Tv$l{<II##GEU#GD_PR~0SzvwT#xo#3ci$i0-()EN0O~RU>M_HIO7VSbx&kYf
z?Pip-fa8#4u|2WA<srchWNo&Ry@ylRh<l1f`>QEDvkMp+=1Dr6`U%$)_w}d%sR>oJ
zj!;AdkRoGgwkZOyZ(Y{QzD>n!TvR6#LQ8duEk>H5gVPfuwVwSp>-5?HTcryir(krR
zxFiwq8QA?tPA{5oh|W~jX!RC_!drDz`DK{ZNKd4fJ(*z$_t|zfvb`Vx=}AB0&iqky
zX2@}R(}ipIlA(ozt0WYh6z6S@+hF!QR(+JUmn!pxX4qOX@;8vKnsv2?DirWoQ&|df
zi;@D0u5A|gKrnZ~>_m`}zg1&#(*S31G3s;Ealx~G@=^}jUJg3@#~pr|0~=)UUcz*x
z10$lB{{We1q3_dgo;qWL1Y=GzGI5NI4&!~h1DySMulj4Cx9j!P^PHWcBW}7+tPka;
z1ia8jl^|p*BN)!-ae=-+hfEH<IQ*G_DqPm(>}57po5F(PkVm?t$DYKM3}ZiaqH)j+
z6Oo=9=h76=SNtG%1AWJTOr3`3w-5J(>wbOD;scjdnq)U7%QY&5)|hC1@qe@Ebvc<%
zr39n`!d9gzNk{<aY+>z*aT5`lGERU<xg$V1=r^__Syytn1~Q#4qH@e6o0F*A+S)<5
z#6?Dvwg4pO^Ty*nbM*LevZI8I015aUdgmV<#s@-wC-N61YHYTdH#JV5L5LHn#HrLs
zc_SLMsanw)vyHRnxr|_r+;&;zg|1YXP~=@x+aK?q30y$Fgz9u6DFbts*n1sycRJ<t
zn;<E|CddXh7g>aj_c+HC>wsJ-WD#PuLbMkMl6iwS9Pc<|>DI+&utF)c*;0WxD{YhH
zqdDDgC?%u~w<=f%^5JU7D;Eu~Yr1OiXwk^elpI5{R56l}r6~;s{19JPU_De-E@D@t
zpvR^+8jB4%N?L~4Q>jmH-z;fK9<4Od-{He~EXbVceq@K_x}tLH?ycpLPIpq&qCM_|
zAbNZZudh;;f!RJaZO{QSIr`ycgbM|{p}9TUCfiv?Pgpk^YN9f^eL~7<l$Y!B&_<b4
z$Pu*;g(2i=R^x3kJCELEXM!r7^Kwl|VTanKM8QapO+aL&10W~QIe6e?e(g<+bWctT
zOm4&KcG&$$BjtnqIO3?GT}Mw$jAy4%etFv`;5SgpLCmRHjaGAB*8tdQu-@21P~i}m
zX)*4gWt|42#9(e<i%$4VJcnLUTh2J^iX^GW7N-`Yxye$Blu7PXPUk&%3aH?3gOk2`
zgY?IKna2vHL`cB{bAjl3V0xdQ@Z*Z2jAKp@e&Bk8gX!=eP9-26g}Q%VzF3PfFiF4A
z+T5p4JS7z$Il#f`kaNFIhjEXA9rL#VR~Vd}XMdOF(>rcD{{SUYqJU3Lzh42scOz~0
zM`O1C0N3N|(>NR?4~OzM_zV-Y*lXtl@;iKXDMiM{GCJ>`$2~Ez8TIM%<B4Oo;169y
zengMJ41G9KsxjZw^6Tk?^Zr|K9dSC~0CC%5J{alg{d(}3c@xiWojM5Ed0PM^YDv%$
zXg5!p`9-g65Ec`pjkCX8<YTu}@h2l6QMV;W`5yTnT>2dTx5(i4*;G1%-*eab50B4n
z#~PTxYytJg0msDPaAhMxP3GszUnrUMgMce|BH%<p8UYea@5(mP>Gd&_&>q-5yXPAp
z<NPtj32~#A*0gRmO4gB_^}xW}JNz@8o)4EF8)GM+*q;4?+~;iie-OotkO&*8I}GQp
zF~6@(fW~-f9QKJYdR}+mmn~vcDgim7Ev2@d&F7`hDZ}#O^(dtvY)Rbb7&~_K+t+;j
zxv5InoMj+vJq~v7k_S((UIcqPF0Ecvw#HO&i3o9}WSxef9c$nTaUha2jn4v2Jy3$x
zEw4HKAyMJ9w7HysQv9;fQ9~FYrLm=N5&<Z0B~scnzNGZ!{QWT=QWbJQ6S0|#$pqY<
zV)|*04Mjm{OO{mBLcJ}eIs@{QGpQ^keNqU*-&if6oC3AsCyVkIB%lPPrWqPoj@Z(M
zQcrATsl&N()#_S~NmekPIllAKWG(q5d5a?{2?#@J8>P0}NC`t|8zBh+DIEsn@$&$0
z)DylA-A`;DpFX`fOewX1jfXfeWONgzkTnsEBc^uF+aA3zPfXzT>D#X#2nV@3ag*!c
zW4`0#x33s5P6w$VfsMD@w@eIt{RbKpII>dMD?N7DB_pbd$GQ?XQC3ngbGKC<T7IL`
z<aPKWK^n!iI&26QFg{?xu*cLPPPm4UlD8aI5RfyIgV!ej00|`E00}t8c-_X(!Ba_E
zTv6Fhp+_0+loQk=Bo!xR9n-cm$T{U|ODZZ-y~h>_1wmNUl%CD@BdYuDvH6Yv0D#Ug
zK7{1&=sI@Wgv0gN2!b_}roBNH&;iWO1;?E_E&~$ep&R8Ma@2#K#kCb6jO5^_8}Kbv
zClsv7hfbBN?-j-jEc%}|8I0zyii)@29;Ji&W4CeNw{w%<@Z(i0{vrl8->L17p~tU$
z@NEN6mfy?efS(Z&0xj|9(8pMiZG!^sB}u}fON^x-yv&ro*d6}>bo)tO25<q8PsgtU
z;?k+|!sVi*v_NTTL+g_jQQR&oB{7*+x7t(60Fa<?+A!+Ik))SGf$gd;zM{o8Dw1W&
z7%ECn{gWwH1F{^(ls1r}3D&G33nQ%AX_llRrjs5Va8VL62?=Gga8{xYT#)bHedPkT
z6mfurp$Te&j76i7^3-`>eZdolA!tcClQJw1Fa(?1uk^sG#9FmQ#>7bMxe_Bms8Qfa
zk0}f?RHZB2ZN)mLTwYvx)wCAlgp~n+kd$?akx!Q<JMrA^mzi5c0lEJGc$A)*BOboF
z;Ka5;$Wa?(P&iP|`(T1UE%)!oV^OIwk1lkAk)LtZm)ZkuyqC+39QOqTd@y)u3kKxa
z+WUe(Df`vMNG5WClkpx<4UW;J&I=NfcT%!Q*&`VncRTKT`gZTfH$g%*4D6sX6`cGB
zp+2XBpW4O5fijs&e=Gawj9|ZmzC!8ijDn(bf~J->-=;Y1+Gr1<Ps(C-H7z($meBiB
z+mf<L_ZnIwx>Avn;=JVqr0FE7Lxd_+%B>p>;0sv!bJY1_${Pd-K)hcmQHT~YB%hf#
zH^Bgt5}6U|rA7Y$EF~JEwWKM<I4~0Cox*`u5ZYIbYu{ucN({|rwJy0V%ajt@K+?o!
z)KuJd_V+@{P+fIc3VK42g*?5&8fh)E({p|E($s}~*R4wA>2%dmXEz;>HVcV_>u$ti
zOLEj>u0n#HOoAFo0Sw2`meLlv4m={4dfHW?nq9+5mPx=uW;ENR`UYN8Zl9t!_*>hz
zY`aI=E-v>2Z-?<Z9?fuig&`rzSK3b!t!S3lSyG^qg41fwiZ)cQ0&_mJrPp$|{X>87
zuKv!R$GwpD28Y^>e{8!I+J9|6(YQS;?zc<ExO4CJBePY_qOzB>Tr!o{lUAN5SjyO_
z?H>?B3GZD?TrQPLqoZ=7y-&c1tvK|S8)`D<IHwV&BWZPOk%OqT62T80X$2?BAz%_x
zK>&d1_sT*&^0EQ~ed406fKD^0l0X>FdvRqR9XV9pkwq5`S|~-`S8VyqSk$^zHEKfH
zr!b;0hh5T#sw+TFr?kflaj2+q&noOMVmO~}c*=Nf3H&<@Bfqb&TPk^)HUffEC<Q5X
z=U3omg0y#pEk!}L+){q!{?{Mcudv_QJK2++we3SH<D7GhR4;_~GqJRMKydCO+I}gK
zE2zm>mTFz$+%JYxtu;JTiz1crMjWMKrrfNpqiNQfiQ<-lMvBEYrOT?lDT;V%6EN+`
z)cL558afclN3m4}0LM!yM)BHqOQ{I=3$80q3Tu1E2ZtG#6gxt*a#k#g{P)CYZC>`h
zZh=jd>xBW7vtD{Dlpo%yVJ+sQ618lTjAms_G2}K9{3x<O7%6@;4u#~5l?M=VdYpsQ
zaNFEGqUA-_1J^$;Y|6{3PK3KI-=``<6TU)ZC4lk)$r~#;JblT)cu#J4BTZ6Pao!2X
z=-Fv4vXyXWI4w(QZ7D--hiIy5X+vpBNhuUbP%sjpm<j$^y{Y>`{>mQHE2}u?0QODo
zTiFL_c$I6l+(qgSX;j|TI3;yWQ>E(Ho}=w|3*cON6%V|nx%iRVcfeYToThqC91Tsn
z+j1Cj4@Y&hxYMmID{1DIkfgZVi7G<dQgBkVk`xFa@urNDR6>F2`uKMEaFVnvi*m!J
zCWB~GS4E*V>X#aj+}ebw5K=(Y)jB-sQd3WkNhC#y<i<(KLqL<2mzAfc`046CLm#il
zj`amaDJuahfte{efIEOl5;+(iSotO3$a%!mt;Mh$P-SnnhFw#6p$c`j-F*$LrV5ak
zok~oAwQ4~<87m+FH_kFoZ`ZF+j|G$7gGq?&*=tJ-GTV>3;+239+ElVe-iar1w_cb8
z@pwQkXBtN1vCcRAz8}YkyW&=}bN>KgY7~n~3-ub^Vmp-DY)GjtJoL$kQw$*hV5d@?
z8Brl9PE@m`WIGWPZ`0GB{Nt6UOjSROPZO8Fik@ZDJS2E)jUq~Fl><(@E9|Vd9n{Bk
z3W0V?6aChSN^BVwImD#7kr9+F#ic8^uMNH*EguZrrMCHXZw8j^D6Pu4Yc3$BMSkRz
zgs!Vqkfjo=I`C6*St==w4GhO<CA0y=0Pz0+%R4*3&9zjxE*2TQdEtH)&$;HYptV3{
z^{PuY>l03=62xazrzfee-cFaLOa0qSr2?y7GAmV@h<>e8OjeMvh?Ll*GZs5}_fw38
zI-%WesHl_B9s_UGN#)M}0B39n3RS?9ZFUwWMa8GBjqYa_xh=$&*5eK(N<rA9?s}YT
zdSrCRZs&%%>gO|QH8~HpM55hPQt4Yz7?SlCxZHGs?lmRhDg>v8yiy)+Fj2yF?~w)R
zel8=&NO9_dG^a>fLyfCD9ONlq9q>AL>Ii$U?Fh7N$~8)(At|2iIt-~wj+Yy4$5g{g
zQW#|9k2&>#%Sj{!IJ9mD4J%4PB-jbu+9q_x)~G5f0t-k|v#2CM18^tBHs>)Ab{7fa
zU&enet_!K&P@3e6I!&JQZ(Y<|jkY1me&cnpxbYm333Fk|W|al@+-$Q@Q%^{o>3T9A
zgvyft0QhyiY)cm1jBZ9N7X3o%b~RZS6<&)et9qkNlGbP_hg)ho<0d$S@t7E>E<A|y
zCr(K~KtbcqKO`($zs0ABh-^O8iB&7=@{x956;^|bYL`TQt@}>nnB$=9Wr*>gR2U$u
z{qwNnB>TzZ*K`U*7!cW~GZB$ZVV2{^h^Cuc4Mu4JrkP7+0V!z=q$Mc90V5qa^Bxu0
zIt6y`h<56ts<x)J#+Jo1HC@w`^iD0d*eazcZ3;kcm@TH#rK>7mbjeYieYNcy`&D+d
ze`QX?{{UqU4Z%Az*`CT#S24$U{{R#0`&I05Zq_qTT~oxFM`%q|bxSX<yN)`JDOl?)
zupEDdaORjxG_>NM3aHa5^)?xs0!(?aA3$}9F<ouw?>4Q_<4!cCB}rFel1BUPILWLv
zQHt~#jWIS8=u>XPmeX=$JlfNtNOgyjwwyweN>r7kr9j|=(}dKA?fX)fE~ex0D74s(
zso4uIA~Y70)RNv($~7Epl!B#gzd}<?y(v{RrRdY+ycPn`T68(?sAL@}85<FRf1y5}
zKstbY#N*+#y0+&k)Y(?K7Nq8#tVH_rz8E^kg8oV->u;FczP8%sA2cDl^qO_=%YbML
zOotLY#_JaBbt2raQ)HB-GwGEYYmCcmsFk+<hmdVeyabBeE?RTKiA$s2zSHO0_X1;-
z+E?+5@1mz^Oq1p=ms?9<IZ?IdNHr)~bi{V0Pi#z7g=V6+edhh->L3%Hz}%ht0Cws5
za0chJt-JP&^#<&t#jDdK4Sr07kmP63LYbQiLNv&MIxC4o@n=MJnNglX9c9EVAwU2N
z0RyHGsE{vlX_KX`uiw;r4J9E7ZvhDb2;U<K7{+mqgKpT!&N`U1-T(&#_1op^gZ(`*
z#3s3F{QdCOBuHX~TJaglmN2v~p7RLjC5sRosi_UVS%b_POk|LTWCtKz4K$2PRY`e#
ztGQ9*BamFzk}0%1_M1q#5}?!8jo=-%Ze||}30ohs>nVu0*4q8WDjSkpQic+<vEjfI
zpeM)^t{IpEtQ}y-PeZS+CDI!JWRH0D?lbks<FYZReqV=v0<j^d8$*e43vECtE+B<A
zw5xDZph!?T*n&YEb}l7J&OlCn@^;^*GyOaLcuh<VMx$}*g}}t=&QDW}WBC0)pH3Nm
zdsYlPQJQ;XhbnTLX<5dvC4e1p<6;JMCm?T}cj44jl!7$ikO}qqZT@)p@fJDbSXD;7
z0+!OSm@yKir|*9DQ3}(s2ks%W{JQ3PWQ95;*#s!scOIL}VhWYyX-871NW5I>=Lccv
zaNSfSNu^pA;|)rEm+F&hb!91+Tw%npg`%Gr1))e#N|elnjmC0M!-4@{ss)caNt=v+
z*W<>h3?yU&?X5gO18jHSr*n(hY5l1RnAr+$iAbi?urZ}BqB>rZJ_`1i-PA_pgPr(E
z6oc^k4&O2Oe=&|W5d;YmZ|8FxgN$Vr8-sE{B;G}*?#It_M=Gd$QlwHTPJ{1iWrfq+
z&s^pcth74q`=ST@AZ&C?)Ta_PLY~UHl{G!5(a_|1F2q9d(C+zG<mxyXFE|P5^V_J#
z-93Apbog<AZLr2Z9~^JLe_Zdv{rx{rnZkuC(+4jwE-k1V7_^fgEDBUwbIJv}gY6TL
zq{@VJq~~B9j{D?+w&k(#18zDoLtD~YL~4~WdX$1SN%9n-r~(3IqCQu-0SU<`rbhe$
z1dM}@m>$0q)cgluT=n3_nSoJ+ohe$qp@jr5?yF0QQAzj_u^Z=c!u|d9=x~QnNCwe2
z9KL-oe>`@mM4o0%b=d24IVtsr7|`+vQ;H#4np1!k4f_yqHtboY)SNikZ>RyplpO7l
zLV!^@8xS}Ac;rHZjxQx8OHl<1DN;g-ILdd(C$4*BpHVH#n9@d>Pn7yN;+#R-Vi2;S
zkOue%IL5<<nY2M0>!rST@|+MaYuj%lufhn&BBBV=02}1(*YN4S*~fhGnw5{K-vb-;
zAIH;ghe1BtvNX8FM^l`VxXqzN=OF7~G`+9}b!36Qd*_=CN-1&z(wu{;JhvOz<dLQ1
zNe3g-9=$V_!bA>zbmT~|u;;Ac8Onw>9}If@Mn9hlOHdV6!+9USg;8s^#c-q)?~cj|
zJv)3z;G@f?yl@_!6r|*9VW}uPfx6pug=4uPqv!$ZR5q-5>9{GyGZ=lPy5nk2i48cU
zILob(rETfoRz@5kj+`BB9)D&!;leBcynsp5Kn8#fxpUO$l{r$*ch5pLKQeplGt=d<
z2aSm!{Q7s!<7^Cc-x>Am!2bZ*l9Z*Tki+2)DJk}O3_5h7MI+rqg<6x05L4-~;5)IT
zus?jm$SL37X<&6AokckB*Ekp-P#nTQ>-W%NGi?NEen3aOci%&x<v8lw(c8;%A|gvp
zsV7)*Z9K_Bmx9XEl#M}WQdWf}S`*U;JshW{_Di(KeW|gzXYR^DUNE01?65i&wn-y9
z4#AKc0Odd$zfmR9tR#YzCv_;5D{Sll0B@grae#A?i<Y!D3~(62`nT?{0X<GO@4xWd
zJSj3s=l43De)>A&LDfWBCn*N=d)ytyITjMe1f>)?lZHYv;OVl-z(>fEdi3kYi;|&~
zGTIq${8|atwPyoT)s<(y1_s$1ZhI<ucqJ7UQz#F+Apjy;Ho!W-33nSDIFp}Hc+f)*
zAx=biNkCQ#4jYt@ikQx&k3xkkXVZi8>-{{&-gm;>4d+lK9bnHX=wusdfVtnO$vN$v
z`gH0}a8IY=cS^lRQb6yG^VAQgbMWh)H6$dItKCpLq@<*RHaSTd9-I8Qz@T%5XTPS$
zr(VPG@7I87JCDCe=6x<O0kI&+Jb=&<Cqp*|z)vmqE)Lij1dgEK{QIBd$I!KU0fCM4
zzu<6j`RBGc(+M3&$83SN#GU><{W$rpJA29L>ND`$sVDW@gQw?hzf1m6g$V!>qMcF<
zO^u?{t@XWtF{m99qNNkm4*AEx@3+IJU*VZZ89jH~vGgD1^B$aY){rs?J-^pIH~RM+
za#EC|r6EdD*(n>6t@>bYcNiEaZ;u7O{{H|?b-+j)$0D5Dl#R{(WSIUCarMUrM^G?w
zbMPHN?ff|6ggqhjGZ~j3b;1H0X(eka*kee}cgOSK_AM!fk|b9oE(04B#|R6U@_L^s
ztc?L%0ON%q5;3qi`t`!7tvecq!fC85X!eo<>TaiSN~G*s1b=~@I0qV!UJLpSwwROa
zvEN~YCf3>kBqn3Su8=Gs3*Jbb1{zE%N&}VYVW*Y@iKWHT{Opc_^(9_ZP_4!kr8qVP
z9rzsAFzT?vBU2E}N@D{@u{e<-FQ9@5lBabS6rr&x(gsOL;Q-^SQp%lCTGUBWmO)aK
zdXiK!PfU}Xo%`?+*(7X|cgWR&kC#ku*!KK*LXcpPbn*vIb3UGWTMkQw0D)nfak-1@
zp*m}&<4h>-2JMTkEW|#*q0E$>D)K_4Q<O?bTFYz8tg9re3DkkM0LDW@3YUIbX-pKh
z<;y`OMlEWZv@6JLF9~LBbUIejkT5k60+KU;bA=?CYe*wk#Nz<&agBgGb;;QJa9a+o
zQKU)p>GGD!l(M%Fk_&6j=getCLct$=6sQrAk;Qju&_TV3xRIfY0TMOep^dR4RZ4AT
zV8J9<Oci)d;OYmI^}ZZ?R_t+3#%4pTwIm!i$a_o5!N5|z4&9EgTz47bd!C%vvAH_c
zSC+ROMvGI0SAr+chlih!PxrOxE+J_RDZrFCNKgQg(4G;m+!QL4jjpEwH2LWvNvTp0
z+bPy?b-xe*+PB?GY^6se<0ok$X27&>i+$Q{MYvU%s%cTG5g%;}OYJEkB)-azyRSLG
z8y<ubILLmT4EVxK6MewYe?E5j^b{3^)d*CmYLy!p0@jOzupbeHFWL3uzCS-9v&&v+
zDT;qIX|T(%Drd`$3hs>7lwq_LB`wwyl3k3Ehtrj_t8|Mmzby$jWsh`FV7ct_>oh8@
zJ`&2bAu^`Jb%xa88>EG(Z;|)1PBDsnpm+}DGnd`Dci6WD$zfEf70A_OGf9`{#Pef3
z9u2gYPnj7Slcgc2G^IZ2PMnS|zLQZ(*o=cAPnMZ&wLGjPZm9@LORL5KTZ9#;;~6J!
zOr;PMqLUYxHn5MG=uM{Nna4ugq0yCT%U}hjO|<%pN#7Lx;4j3D&*4hwzC1efBA)dM
zdM*d+(a~3I!WC8&u^snm&bfq2Z0SK|Xj0Io@}a&*7i$B>uPdj=jIY})#gi)uETo52
z94QAGN`TYT-p(_efx`jL9}Zlm=d%!=z9<a8TBV(IYl;&6inmK}rAY=n=2PaWqDU%?
z_n5+n8Aft=i?aM0$gz^_>t^q$)x=bJvEo$QN1EYJR{YlXQNZ^}Knf>G#@s?mR;e&g
znHIL%&bnKiVdb}5yJQ5Ng}@epsXmiqzd42Cdy$;J@qf!1h<+<f+_bo_%d>9OG~c$t
zsWgJ?2t%YTONAk64M}A|NK#Zt1gDQSkgdDA+`1rBZtGgPMu8sVVv!=DQm0CbPIbuh
z#AlRcJknY6ohT$LPzp+c9dX6_a*vzS?Eu{h=1QZO=?oSe1+W5k*#u!ZJLefac#t<D
ztgc~F3lphy%A7f<Dt;X35#%ydq6l7>kbV4spy0x_VB{URwA%Z$@05X<Z+l3a+HKM`
zwkei-)uqEFX(Hi6TU*HWk<!Bmdw-pl)Jh#Dl?FsG#WI-+6HUj{<hI;+=xHfNj12%M
z14zNx?VcOXZCrHQ-V6f7hSBV$)vamYsP{%yfrE?^Kh>V*SBEOBX%1C+c{x#%y-Qsc
z=?)={BXF2%$?~v0)S&yA*bsBXDCQqHCUQ2V28qohI^JDP1yCeZ8;~H%315|lr39&h
zpr8p!P$4^z2N5VTNx2ieYjI<7%F&?brY?8Y7D!BiwoxX-S-G{&;7G&cT%6@SMX>n7
zRCh_p$j^M_9Bgy)_03m!^0TV98fd)1q_*VNXt3O-)>>>SN{<~*7g&}+`>dr$L#qD(
z2`MKzIGYjqscYU1HuW~YOqu2(D?(#UVf7HRg!`?yRlW`hNZcIs#{^eJF`DfbsY{g8
za$;2BKNZ%NkW%AsHl&=D4#i!6!`prMxY<e*8jU2|mA2bazL?FaN|Yd^q*#L%o=^$(
z(lmo?dFx#FQtOylz))U2?P)0Yf{;c4DIgKt<2xQLv%v@25G>_W`CZN$lkQvLXp3&$
z4=k+H6ylQGaH@_iMP?W{4arilz|OItWK<>nO?uY8E=mH5R~nmFn-vR6(oz!J>Pk>Z
z+?0*8lhX$Wgu>;eI!k&^N4=io{LgG`J8#AQ;4QIvkRl=uoS;b7+wO6Yr~d#B>Q)Ma
zfQ;z8C=ii1HXs9`fhU#y%TX_@eyL4vuL7-3l}vIvWF~VnqdO1CQbN4%Y7PcNVJA^h
zUNq$G#1-)Y_N?;jlJaEQe6MO3G4Cj@E<Bkin50`&$I_yerTMYKl{sw?NoF#%k~FEr
z@5h$^0QRAMK%=US67;!PqAMX(Xw|BNRP`ZPN|Wr3J{c(^Wdhhvow2q`el1(fSDC40
zYb32jV^~oj<dSku=Y7e~#Nv>pN=YgccoS&puT6K_BN_<eK}9KTDpJVMgJ~X90>;+!
z7{9pRZGVWyokND+<@2!+r72KV0&9AKNYbBZOusb&B=x~j0PVOuOKwPgsFwc#h$)O&
zH|-@hUGX_hwM>%=SD$ay-&!_|+Mg+Y6p-f4w!LYQl%*<4h7XpA)s+xJo+(dlN*#C3
z;O(7`emf90GRML%EN>2M^PbD5*^y?-l})cxDs>r=Lc%GK;Y(^uugZ~+Erh8FQWL9n
zl>nZcM^M@VCNHD{1k6c406tnAS*3mTx{#>}pAw-~xE%xwo9hDG<I`PA=%^{>u<Dkg
z6hKn4LC1A(+-!awx^WKqk2*~Iny|SI;Rsu4WUP!9!((6w$OBiY2Vsr4wVGce>CV7n
zeQHu;1h$g2B_U6~q@-#H86=gEKvq2n#yG4G6}P7_ZTpIB2woVfbc=G5Bt@s*DsHh*
zez?F&62(Q;(wkfqg(L@3%YZr*RF@B296Gs{R$E*on7Ic~eu5(B@;H-<@aHNTO4;!g
zkgLF*Bt(nJ^b#WtLS9042dYMM(?31>dS{KpirXajz&?Qb_4M20!(Yprp8CJ8noXq#
zm$j*t8pMWT#7#PzP+4J4xRe*Aq_BL5?FIRdyuB%H3CZ7MB>9=jYxk6OSoF)@j^#7j
z(xpV0GVB?FIM1?5NC<UF1Q!vVXvhU4ZaOyV8Cu~k1DmYu4x3o@`CF5Ejr1g!8c;iv
zVQ7=Mu-@Fa!+0D~=uXGbd^=<1*VCsOl1a(y_<s&LYSoYw2t5eF2kWr^05P}6qILjd
z_4xk299s0&V|{emHRXROgP(I_I}^^t88SH=Z(+)Dm>z?H@M=@3u7{w?ek+5jnpsXk
z>J*>4phm<f5O@Q}!a(YA+vZQNrwcs5zO$g5rf08REvD^Jh!#CSF}9{P`FhS3Yq}Yj
zl8W6T6!M@!mlzs+@t&(wtR+o4zxYFpka`o;o=wszHC2Dn6;;P{ji6Oq@|IL_?jlPX
znpoToP6o$v2Ly2-KQ&5FDP}uBso5@jt)U?90qWw<M7E5nN4FiEmWCT#XbA~HI9!8}
z`=lHbkX4}{_bDT8y>Y_{Fmmg#I~f<759#D^0R+taNQsU@(eVe=V0^knnj%AvuwQuR
zC9mH_XpHG4!Kn*SBRJV3zH_kxoKw!J*Hl*Gy60d9M?s7LI$&c1p!FRFsZge@DlDgy
zla;oAddmI|G_a&CJ+P#lj@iKmhO14PlT@U(T~Yr4ty7dDIuBA*(F<W`zBHq+Ufd!H
zI*w3CJpOxa>4j8Sf=&0lSZ+X{t>BC&z8S~Q^Xb2CGxhrZf6smo)l7jcB~-ebWzNv&
zC)u7SuuF<QON4HbrDHvD!EBmkLJ$UAN191E4k@$ct8DwOCn#3OVio!DvnC*e&MZmg
zw!U2ju%ZN>WNV}hwzxW-hT6&3lVmA6N$-=MyXP1uuWa-qrupNj!OC_S17VK6@z>$;
z;1E^_!NK?){d#BXz_chRWcC{;J;r}LWBBmBMxA{p&i??@0G%M{BKjLgl-ttMH_V;E
zz~3hzd<NaWS<f8@&m$k{>z|3+JZYZ2v5e$wGo7$8oNO|4>M_RIDf_9;GB+TBo}b4*
z4ibJ>!W)YK35#iH5@ylRN#{4l+<eH%9sBLZg;@g|5=UGddiUGwjP>A5D9_E3)M$+^
zL(V86w%bWk)TJB{0Ni?#dU}o*G)!7~o&L?WHwRdT1Sm|{Mei|vpdBQ}w+B)&#YtJx
z5``&cKqV;zsFSe3>a3lx2YweYXz(rOo2p!i^JY4aGM_{X(%~c(CHdeJ<+2VG8b12E
zkOoH`$FSNt4kZ(=EhOkrO5)QLtdWdt?1YW=9E2!szWgF(N|7=5B*}Hh-gJ_;99dZ<
zTalB{4D6Ax#@sO^l0t-9#v=CDL8Q;e1(E`6Nr9y7B$3wBc^DZ{tj?bQ0Gzkhog}5U
znmQV30Fsn8oL~fvx(tEw+%jdQNzo=dGBdiJI+}f5uv~9r>Iq5joacaluh&o4ZZmB6
z$IE}iKhKBtnddj<&s+S3@X~aHGpvvS+WK<z0{WZ@Q!tl+!^@AA9Hvmqc*;)CG&c0g
zk+wZ|;#&AxjN@YXQk2@8U-o1n#+*xtSx5GOD1r$i0H<XE)EspjL^FT~LzACOZaZht
zAFof0xbUZp-?$?m_pN|FR~G*OU**Kiq?M<v#jm6j>FGL?7_CyUTUub~FAyxGPUhCO
z-%~Gu><8=h-;U@<e@>^cAFtP5G)8>}J$s+>{d({%0N`vsTmJxGukqtR05l%E<1-r}
z8)W_6yBwe6-|+qdQs1D!JN!={5)N~KRs1pOxWM`M<G9#@KqL<RH|xUS#vvYq9~0l@
z`W-m#lzI%GU)IBqgI3wV9)N!w^vA=F={W>o00uBVKOfg#3>f$u+uk`p4Y(k>ZJK@E
zZdWauqCChI+HAUHkW-R`%4KaO<Q~3b3sN3wLv*;>RGbmQkR3e$+vojw>7<^x`VId8
z6a6?s0R$Zlh~_sQxKK(+BE%U7ks2REe0kElt*Q2%!&<j$O%|t7YI7;FP)3j(i2IEd
zBUb8d%|2siqMIpDCm@u$K}f+HZ}I*a{dD4g_~Yfz>|4^AeZh~W1>X?IsHrLa+AFlC
z+i68*Jry#ZV!E8*sd3~hB;@e{m#GAd4Yof&>FNHQVYq_Y)Pt%_d5uB!1RQltxE^T^
z58g;8qO?%-P$LCW5R#Gx;Df&Xus7+`eh`(G2BmG(XJL$eI`8l!KAx^4smMDF9PN(&
zpI+Zy5_M)ZB%EZ7^~N{rw_i+uJ{gH{S83Frrc|NJVQOkjNi0Z?;z>%HeTP!(O9XUM
z970Y<LxY~&diUiGn@HwAEo?jW+T52}yDfSZc(F@EEG4zig2ah2S0Y1FRHd^aPRDe%
z!zxOUw4{OpxbfK?!o<XlhrN-HP)1JU8ys~xKgZKofUgnOoulAN;=8X(gKJkL?h2i{
znoyR?DwTHYnk#m-HlD+))~6>-sZ6IZ;!vg;L^mC9hS+ycbJ!Gc$9Szn97%>9Y|%LL
zDyWi#E}ckP<uVei%$F2%B~TGy3BQ;7RdbBfa5_4^4O39VsNyYB)Cyn&jx|`7G~6x<
z(G>xt0)-~-+}L8psob5mn|Z0R6;X>O6U@HMkzaZ|wq9XLTTif$Ii)GYETutBG)_Sz
z5R=EwX4-tls9N%2QtrtW$SG1Ks*zuf4nwZH6o*(t6=<>JPH9Czr!o~SD%3$vaIQT5
z^Ed4a@g09v<jA1iD&@5c%vgg%v{;PGtVh&CUfEoe8S1R*MJM;KCHS$_uuCx5P7)be
z-YI-V&PvR_cXK&lrv)jz>ygl}fkbJHjAt7G$9-8<*;<5_mB89~B#!OmQ?X98#1N*|
zk{wON{^26TYmX`6v>mvlS|3MgUtvlT?K_oqRc)*h3T@`snTIWFX8?&xrXuC2cN|*K
zog6mgN~I!FpjIhw?Ixc!1cHT)g4u8dE<5QO9Y9yzT2_RfsbGQtJNo?d_58S{4+@?p
zZn&KKq)@qqa|*LJ>ep(_ktU-idVg+7kn@)7$eTO+)3Rhr4Z~U=am_B&UP@L#3O7=v
z0n_7;^FObr9%ow9O;jx`g@#oNX)7SDC{)5$M(H4?cLGlM_I?`k@6ooZtcs{d?A}{I
zhL++olD6g{Dhf#;SQ0?AV{S7z8<0D7{eHT1Jah9tAD{VgsZluie;-~dV*W8i5=i5k
zhEjeT{{U0Q+-F`47!Suar?}6@`u?{5VzejI^E_x!dvE!0V8Bi|tvJu2+wtIONZb*>
ze_zLrYe*j>wlVzpFkrPv^%?X$aZ+)(>HIh_T0q~i{EzGSam8r_6Zrgd`u!8ZgB+ng
zxRM)vwG=700@6X~Qb7lN`X8@OEMm*Nn5*)l;;1trkz1kK)oT4EE-Av7YgW}ZMNJJY
ztb(*kVkU>s-jJpnQdFQwBDY)^J9bvz4~ODA@U);`b&GnLQ>H`=IToi9Y$wqn4mpNr
z#C8;<wp(?gk2Wjrw4w;gR6)oj5JV6}rAaAJH<YMB7wOLkLbD-AFt*l}pox%DL9}0B
zM^G?Ba(Kb#9bqLAt2FC*rDykaYD`2eBRI#jPZOkrj)g9zK$1ZR95S_jXY&T@aHgww
z-8F);NsjGSdyEoy+AD8+I!D1RBmvN4g*=K4Fa!qakrSm_f{R{boeF*Bx>iWRJAKkX
zI&;4pMW&r$5m;8DG@-T|ImXxlw$cg7&cGhO6U8LcHry1p+Ipn}c>UrExnHK3(^Xwd
zzVh8Ore_EnT!3~5mqCateE4*t^Va#jD7WV?7fPkfwI~v;u5eQ$z=Lp8u6S}~rgc5n
zTrJA3#Fqv{Af_hAmlcG-ail#R*U;lkl}qfcx8I;#F{zyEx#Cyk(&sg9O+~jxW(_{9
zrWPsEDy%sobM**K$k1g+gzYv%jcN?YX+b<(g(H^Ntz!lSwNz41N1u+UjFGtnJ2bL_
z2+0I2?VJtxap|5O?@1uJP?bofHV~&27a_@ygrz!&4a9A26=Q8B@wmoD$B0}MV4nGH
z1#fYiZ{0x#(`{5ErYtl4<e~#T>QiV5K~i%7nei-T5(VIZWZGn(&s)V$hK_sqYrf;#
z{PBPc>gy7x+t(~AnrieLmIO%wi4rLjk{erQGp;mb)1}6PJ{Xf7av`*dEG@|G1(I;1
z*Pv1CJ$_pryAzD(8_)j$v}eWDW5t&^((6{li(b;@bJrD}Zd0YzBu#RAP1hexn}&36
zEr^uLtxXYPrd(KI;L{OeMS5(*6%TO%8+<ep5PY{b_Y_G&)JAk=M>)aCDLBc__&j5&
z4JGw=Wks+?RV)xqgv90Cp0GO3IwsWe*g<q9E|KC&U<BMog;6326Jw>K6jbV^MuAeM
z*639^w3^i(WNL*jsZEmXI)y%TM^gN0aV1Au9*-hB$xE!d($cgj0+I;Gv&!F&?qGPL
zr&<)gZ&YEqb#nIAT^^kDR?`kO(&AlHvupArB|(H-a~VV?s;$ODY)C`|%ZSS;FS5;3
zA>_G|ot6G1osN5tfzQK#P4WcCl=N5GlNHsmA%_s_E})dHr&~}`77jCzpfl8V#t#l(
zj6zQ+<O~7y=hAQ`0VI_~*c(A2bOh=)Bdn1Z#NC{=KI4ukl{n(b&r(#glhbl?ekVU3
z6>;e5RUxP=TH6`(oYRke#hj=pkVzQAJ<<sS<-!)hs3PsBQ|f@Ex{Nn9r0yD?&I73_
z+@UHZFSZVUbhh)paP|2KX@a%vme8drkTZmh^YX`U=fxcj{EyfoemIp;wwCkQL9~21
z>&XKxf?bVGZviO6+`$7#Pr5QdI3+zn?nkEApZ0U!4b}NgT(VtRGVHqgoQi^=N@*4L
zl`((;JEau{Dt(9^VnON$6pKlYsZPH=z(0QCv=h_I9RS?nJAFVMcg2bQp4Vug^UXHP
zu7pLts5Kf$LY0KBsZDIwY3jy6D=oyE8NTIGbb<o0!_#vxFVjef^!eKeZSo%&^PY!8
zuUuJMQ>FM}<_q`jCOgXH)%#Ito@P*DG^H_US0uaT#=a@hTgqd>lJkL@<1C>FO4J`C
zOQ|d_yjpSwKRNB1UoyFH`w8YXu?4!VwNa<Kgd*po;7@Lnsg018EkucwIYnAy%wLqH
zB0RYS8}lx(^%bK}soC=`D?)T9*t+TrhTdYCPLzV%tA3ic)a^<lSW?}bBNF2=!j^`f
zT1#aM$qU);PF+;~Ox)EcC-Ua(Thn<lc1e(AwGl5QNp{AaJxWqmSVO*b73Unxn5#yW
ztwrA{*DzCml*~@PU(V5k3a<m6FQ?T=pxiDl9pgg&;c-!=0}=V`#dq1<mLj=@H8Lx~
zO-y8`RB1s;QbSJweG+n4nw06#Ta7Jj)h){79z?i~kfz*a-~+9xB}dDBwH-qkTTY-H
z{{V=2b@6S;O2wUUx8hrr4Xzz>j_N00ba*YOdwh2ErQ4B+%>W--SRPfy6anpUN4M=F
zJcYeAd>weGhjh^4RinwnTA7V<P{YA*(kdYXRE7{pC5Myy*zSxXOmb499c@WNNX!8m
z#qYnT=NyihP)Pi~U(@;wT|YFre&x3@GO5e<x&-v9RVHdZ=G}~=lEaEf0WzZn2A^!;
zj3vxzT2Bq-qkC5DO1pI`RE381B{N|uY7yqL6bhPkAmA(y_fI4Rw7e)10ZDy1Wqi?Y
z>wEh#Uy_NGD#Jm_bo7+C<vvo|!xJOwIZBXKrPlJ4xZbv$8Q3y+{hLs<D-tQwkQCV^
z$g-LxQRT;3C8-QAqLAW9AbsQ<r9depaULWiFa#I_tU&yuak%(k$Hbq9OHaj}p1xvo
z^$=;C;-y6Q!7RiVb1|CF>>Gfc2}N0^(i)>yomLi|5au|zN@4hPD_x=0E&8QGiCd@3
zrB*32-h)x5&S7z-!kHOrY539^btzj;HsVSal>ve?k};dLw6AKtjah1^O?gGFNldtE
zQ4GstR!eID;3+vJ3&x}<p4zfu;)lcKvEqi%{{U)Sw2I6=ZPDrH+u=4)*}UOGWlH^#
zP(nyRxFaDYx;;pQ`&)ipI%3q<vb_^dinO*vE~xir$x*pMv;+Q4zso$d$*-Xfg*?y!
z)QMU~jsORUXfs4uYrW1WU1-KZ=yv^lM*-BFWFCjV>%Rxp7&4$rlL~Za;Z26~v1P-Q
z(%6$4Lkm++$9<OqTxI55N|57gN>+u1B!ET%Lebdt>JRJl{{T)mEP8|X4E-Y*8h!n6
z0ZGQkaCi!|oyT$0<NSZugC!%e+#de`u7~yOz-6QSj|Tq$4>Q+m>paJlVc#wJa^I1(
z6EJ=_Dq4H?J0I7}fXYV4xcvVBUoH%sM^lfO{(rBZ0hF9>I)4rtJvH+iMft(9xkTOu
z7IoL3Bh<!+OM_vxfj9zCGq%IO`Ei^IDF>+II0|I)(0v8D?j-LRP_96qPc5e0pju;|
zD$#Q44vj8MmZTAl219`u+ao|wP7Ve}pUe(4LNZ2jekc6>dTqbq$3&oD6S?^I`hQ+K
zr5?YB>-ce;lxR=G^`Dse<5L`hIuM_c-yfdbcL*661pGSZ_4skRQ=XUranvLOwn^>8
zkOqP<W0-H?2gd`A!+$fsrr%z?2|_mjZln7B6Z6}FNn`#cf95~bkL9<=gd`1455K>^
zECfqOrU}640YB%*bTXs90!PQLJMGuEd}o1aKu_IHJ7f%<`)9A`>Bm5W-*3SG08#vS
zVP7HYeLnseNd~~l>FK_k^XD34iW^Eg4f~V1#(x3y13PDq$wqfO56_LlK<)KEui?i;
zrzhY#{{TVj^Zx)Wv*+>h2cO5L5R-0uBta+4#fG!>#~^?`ejUGGF^-&eN(shx9-ryc
z`20BTlxLs=)a*Ym$LH|lsvF#Y6VQCW*YMwi@AS8k)a!gUXG!I}oi{!xn_2-ojB`pd
zH{1B*`F_5=Qr|)c)Su7vKQ06Y^MV0519S8K1E$~49Ck_uNBEDYZT|ocpB=mKe4_ln
zQ$J3EaKf!7OpzNCr@LZre{_G<p~nQH&}95^w*LT!uS{{>4d>(WJqPvuZO3%AoDTm0
z4xj1z90^Nl818*Bf!F81eDvYq2pi6VFQ~ABZg)52NQ^Z^SWc0puWxi~A_$)mpWYY_
zmhydnfcg55!})L}4G#I+zB(UHzpqbG2tn8l`V4eP^gl6;j{{p^ZIS7}Q=Il6fa|vZ
z06rcPIcg$2qBk>f*UW%M8+Al!Yo3v%=ko+vSV`R0#7nM;I*BlpH!-|5AOKeuN(fUD
zP&$&^fMj%93fm_NCyMmHsMU^MOnL=+6VcR%R+eTIEJK$ZA!<aJ(lDer9Krx^DRH$d
zCDfpTIJ5xP29Sjj>To{{k>B;O<45AREC%E>+v&zbZ?=bk$3m1il?_1TgVc2!ac-Wa
zY^6y8Qb8i(6Q#xEbp#KND!oS4K}k^|NdicZ5_QTzAzRqUiPYkSD;6&?`JGi-EgLrC
zu7{t(WJRYwh)7BaBh08t48Ut(l03-?>$&VpE^iN9@UfsOr*d-Q;g3yizcK01TaQ_d
z8N3o#De5$d;wlmWDqN2(AY_w)o;?Lcr=<lt8$)S87zjv6$Dj!q8x4RM;KF@UiA0QK
zS1NERv4Th|nEOnH`h+2B3UK2iN>Wc<vQHErU{tuL7PSQsIb}}T5hmxDo|x38eA6_B
z5QLN?Nz4>ahHeaAAX?o>oOz6HVM+Vj=L8djoZx~!2W$`r!-rRu^`u3(Tw9CKvrdqf
zNg(^>)-`D)^)2fd1Z|Owacf-Ojp2gwqFnVE)=dJXK9x>+_pWG=%?Z}zsX#QPROzl$
z<w|sA*RblJZ_8=LI4}nlVLslm{{U#Jb&GPUI^(#dw+eiwrZ=Mi7WHV2Eexq8NmGs{
zLV!60k)AWqw9!^HqOR~Zq$x^DPlOUR1lYltlOud+xXYE)Pb4EDbqj4NQi5c_1b`sr
zp9xe0Ga6z?#kt&bNK>Ul)GIkT>(|#CWPA>IRmYyE(3J(`k+|4{-+X*F+Z%j%iB!w6
zW?JDi<8xk)g13Yvs!M5X5Q0O20V=}C1Obp$xX3tkDOZx&4TQ8@Uzpk)Y0{=jP^F|T
zV5kzMAtb3OKqX~5Ng3O*V!ekz%JMV@0-%{7T{?mevMp(haCJN`t(6d1a74_A5(Jo5
zgg`&N<V@Z1Lxd$tQ6z)6U`_@AAZ&d{*VORp@`1}~tEm;Mrn^g`({1D?pg(C#ZI#QM
ztx1N&c1~V=p<!}X8ba_GKvoN>1~tvSp)i7ht%Uhr(z!BPahR+#tt^+FeP~Na1;qy2
z3voKsMv!yHx?Xjr<gG6h%1T~s_Yk0&2wHWaZLEzdLXm|hK_Dj>+pJZbMYJHa(}-J(
z1tt^~0K~}#<_rKdo8oRA!ryVkzWZ)8%VjGWl2TSd1uzJlmXfH08AZv9BCYtD<z*}_
z5o$FW<H*z!DRkF^OHk+o^NcpaPQy}ld;tS?Znfg>X)8syX+~i?hTp7Ba!SXdjA)2q
z0Qb^lECaSwH{u$lvh1cHGo{J0SLMcvg#}2Evz#TSLDu2h03Z^5Gq(jVKJpw>Y6?P-
zN)(k1Dhf%`prnzp1YnE|9D}&e7+vusfTYT7K#5GoyNeC)9+>LC4wQhRg%GQxkpWt0
zYzVhAhx*|0AI(b26oYUzN?_y`sW4*3#(D(2>u<>Eus(Ngpl68lSF6jNDooju9Fs0v
zu0J97R#xNBIHI>4acA!-N>M63NjMlC7S`7+d53$cKiRuhvr}nAC)&hiM}Uw|_@~SA
zVka5N1?=OXJ>(U+;J)jf<;c7)8hr_arA|VoB~?m*PRBx>SCI{sZgQlmPy}ob1US6{
zl@Kq=+mjj{$mfJ5v}jV3U_gR))-GdFK5>W{K2wTO!qwFD&ORMFbo@IEa2}sUxofT#
z=#*O3S<IA?O{dJ8gPy7}npjWAQ5|<Xac<V%h0ar33T@|T@7$AG0Q*(M@R-q9##ERH
zZJKz(w;JQRp|I3&Fzq!$g$b0#ffhU{%#963i5;l%(2<-WwwX#0l#fKD0lr5K3=?%I
z4Zn!(y@s*RZE$`mD2%DhXZMHz+zIAlz=Nz0T0@b_{%*1q=&`QUr8!U{l`$&7J#ZV=
z4hBHRcEB5OmYX8>w+@QMKD$g%I74-6e8}L0<YXCaquo6Yg=BOGi{5gSF_YAiNWnh2
z+i*YBb>K2=`4!TrQK-&Uyu|5TaSPhoI`W+^1tD#Ok<___^#qN$Vwp@F+HW8j)8VbI
zG#X*;*DXX2=o4!so}cO)`trpYMyokkfVC=Q81mL#Zv_q^U>pFVP*=M5RxmV<<QxHX
z`W$I`TbSH=3P=gm08t|V4K97*)PIOzobA(#vzg#-$h(p4S4D|!QB=H@KTT<L>X*EJ
z@|8q#5(Aw{E<U9Vi5xU{M}ZDdQCM-ibC~x<7OL8mQyKL`x#EIJ!)j+td2FE@1cz!~
zU>|vF>S-wlIS3)iKIjEmW;ck5+@FSm@?6Z2R)W-SqLCnxBUwDX-z-)-EQ(v7?$srn
z?S|e81oRs^m67x#aCqvg4j?;Dk`e&UP|}F_X9)*lGq&09#JZp1Q<zYnSft$cy<LPW
zQ!dC&N|PaJ2P0D=Jw>Frb{O;2kWbzts?yZ5MY6Z!^DmHJ?Fg1uh;<uA^_^@!%gag8
zA>ke!dYd3NyerCfffY(hN(zZqpuNMO0$L>R&t0NKp0ngm8Xjnp65;{sb+EsRJqIh^
z_=4)OV`<Bk32HzC-3VkWV0xV^+c?i(_=ip%uMWJ(<;Np0XZfL7xhvG#y`0@rJtCV5
zh5K3if>hX2DS`_UlOdQ;5L}Ra*Cxl(rkg8EfkXtomA*^f_q|DP+I+pH^7ewIVVHG_
z>+&UlGD4n`<aZ@KjEwm(AvColsVt4K4$SZ!T9tKDp1&?DKCfxHQ)+EmoF?4Vr<=>V
z-16i>qRw2l+6z*=m6)D>&8hg|ML;aO;8I&7LVO_W8%4&u7}tCO<^fVW#BN|JHWLOy
zLAi+_4u=+lOug64iX|rNMM8Y&b+~O$jqS=>R+KrAL19W$Z7B;%lclkz02KSAa3w7i
z<Y^y1fRB;e^f+@VJgcO83`iDr&u+_y35MfDr;QZy!!0L6Y_!9EW`u-*kPB^qLC72N
z#-q!N#+nM=p-GU+PJH+tT;|C2{_3Y3N_rfvwD!pD#<CnlB{|ZYCPZa9pj?Fk5=O!&
zTxBh%B}yn!1e2H?<JCZ@de7Glxom1Af(hz&A53G7Jb-d{J#uh+^&1|X9=i$Flu+{z
zGPIm2w-8X`cfr<`jYGc0Am?s4i2Xpx80*jscF#@!03rFz5|g~zH983E@e#@+cznUO
z-wn1i&rX;pG5dgb`S1B2IJn3M?(g#-j_2#RJMe$yU}UG@Z~-H2k4zl=HtFg(=BVl<
zWhZ}8gYw%Ry*Bx6!H{fY?0wsP_Q5(>-X_{<*4~pB<Zzo?0QLD0d-l#odJ(Y$=f@Jp
zbGGBJZ<l=k03HvVj0djU?VSEN&V4o=dhx+b_1p0u%znCX(t<W8%hUP&b~q!*bB=y?
z{&*l%ak&ErsUyGTzt3_w2;&1713xZ@(>?n2KQeexEuZ_6FgqQ$J-TncbNG$|IT+;U
z^Uq(Ne;v>A;jt&qK5^wbjXd<heg3x8M!Su_Qy5Pe+2}g<1M9K${PFYKk&loz-+qH_
zx@2#^u6NIUxKSAY00ZCC>9T*1<VoX#qx?R7&i#HlAD6EQ`Tqbfqz{G=4Q_V%M^2tm
zf(1sv`24Z-8}%K|-k!X0G0*%xHqO}Z@b%lb^-vZ!BlzR7=t05T=6e1-OD8zN8)Teg
z1L#l7B!5r~b@RgC@6)HBFD^;f82m`vU=H4cui>8ia12KZS`&bM^pB3}9W%dghCaCA
zO6whV+Xo*po%4+3`kah)>Uau><hX&2wV;he9l`6c->*}-@4?~q+fIj<uF-3pC5h7e
zO}~WvW9b-kirJ;QutFcHrAh%gOOfFybR?vy4@wH?GNzeUbp@~8Nnl%!IHy##7gnOB
zx}_+sO3z(?c=qqx81&>5jYl7No}`?DMoBxL>DP{-Iq8nShx(JZ#2ySd=^$z4%zOpM
z%=rrTm+%7Cms5ZMc_H1hNc-t40F#e&jQ8!w)jq<~LgJ+dI0|8FK<l5nvg&*9fCoZ4
za1lg;M&Np9^gpK?HWZ=~R1%UvQjY0LNybju*meUapvmCE5JVD2fa#z)W=Xi*fn#gh
zC$buj;=Rc#XbgY8Xz5AMcN#7n4xaOA$vro~-a}7@e2BhVttokNY%DnA<vW0+U^<r5
zu?>^}NYtRE0gi7tjR|Fh>1iq@N+Sz-eKoIRfCe-+4wP<AR7!|%%i<0X&*#&F@9*!>
zU;r5)>(^Zcy7_)s;-or&5~kLLbs0%Yfg50j0DEuOeef_39Kl|pl5!8d+~>A(Fggu~
z$G-**NO`alm8hh2Lh#}}bD?0Q9>?9|i;`JdhnT};g$${nrd6;#la}%h!}onQ=r}O3
zrnZ1iwvaUWPtzRBx<+tw`F~BlGt<8YRQh?G7W2vsK#mf*a+SDjD1ek90|nRJ!AmV9
z5=bghOKDPukg4(Ksl|uhh{Guhkn@cPm}Rnb;H?F<d9HoNP#Y!1U~B;(Y~;Hsw&6i>
zlLdpRh7z>2>#k$pen51#r=L(5*c724A)o?xOxMaTPS?Mje7`GUcE9t324c}Mu7{>I
zojnpz)M%|HGzh8D8I6mI#_EvzfC0%5ediWN6SHW-5|9gl>7L^o^f@^@W6<CpojBxJ
zlNjlJhZ)?FskH%}`Wz5<$4~3V;d>mPmfPn)ACFDHhYmh-_x3$GMi_P?Z>Rut)=%Yb
zde72E;aR{r9R>&E+tV5TL7fDQ?SZ}sJ&ykXkLEb&NZWtN_XqJ92c~z&ryZJMQWj7O
zQh<dm)vVzSw4c1SA3@h0R7RA7NCgRjC(qC9;o&DqnTa|~<r=`|E^im*fK4=)Qsb{L
z%8tMbb;2`&oCG$Uq$$<?*3*&id&gv+3ntETOMsLFGTMB&?4XjCn@J=BPD+%cyQ?IX
zsFiFmo&;1S2M@Ed0%Eo>*gx+Uqny0v4xcet1P+a$r6VULMD8miI}ie~*kt~A^c{Nk
z;uCpMF>YqY0iRx`!%Yq~>E==h5C}|?W)qYc5P6H6k*_RQH;j4;q2AW@#}+tgiv1A8
zlJH3Y&!aq0r7VG?Td^g@N&&%AV=GQVPZ0^Xl$C6?g#)^hvNtE7!P}>)$IFX2@hfX8
z^RwecVQsZkq|a)7J;yb9YD(F5G`1Yjg)AY)oC*p^B`&nmloXMUE3Tc(`{t!ug+Zp<
z?o_8#=f$Vf#79t|{MnD9G<L_E<*gx4IFyws0U&$Xz&P;E)NrbV@p`vgVM=PCrSPCE
zryR;0xi=-rRDYZk1`a<){fc(`g}K;12Sda-lT@|b84mFG5b-UgG_<NKqgWv!0V$*?
zL0M5zQ%VXq09l{e!N|(R@n4zEo1$$@*%pld0AaT&ZpxCVwcDkHu=?b@%Ze>IPoTEr
zF1A1++N#?Cpuk#Oy;hKf1f?m)2E=C=JLl`$hF`<yDI@Y%l-7NM&|y<3bcUO&zZev?
zHn}jWb!uoB8oi>T{Dq{eQPH6~jsfB1E-fUSV<QJU@6+Y;&i#FIJFd>~dTtRw+FD_z
zs%lb)YgUHRmAdp>yi#ty>=K0LCn%6LGx8s{FKIk$+DB{Zs_VF|ZFdFW?o@Ej%u>`<
zzfn&?!qD*~(lF}Oh7D@cDryU9NpWgQR8*Fm%hkoC3=nd2j9~OQ_58TyoQ!}Eee<_o
zfPWF4#~hTgx>Pj~GmruKcJJ$snBzsek9PzN;Ag&1Q}yZa@18gD<rwN5_q$^qM{c8T
z{{TNse0b~}+pc!ce&3&dhko1_Da<606_K5XLU-zZC${^1_zNm?QKCH}Lj0!KX->N0
zln|7q2_)pGfB?qio%k?){V+v-N4X@@i?*%N8rG^q4?pb{8a!I%8d?KH`87x`yADZV
z3P@j>3Zn`1`@_s2j8bKD?QMIP_w~)o{$z5}hjYDcRHjisw*0ECxFXMTJB6i6g+{M7
zrL&S0+w3B^uPx-d(p_;V3Q`;G2>V6rDw9~`za^^Zi5MnDI_$dOKdw^sg);3XnIWbA
z;Yq^8x6(_1klSS^Q5A9F{{X}9H@V$*Mv2RtdD`7wPY2{xsx7Hhnpkye%-V#f+i{eT
zwd+A%r76LbrApg_5{AHnPGWBx2#EF9mr*)ft?$oTFFa`N+;&|$u|`zZ+;FpZu$ok+
z7IA>Kn|@xjsamwSl@zaKAgKf>)u%RVH{G>fNvt7pqdMtRGGa(CMUX<&N>b`F5TKF{
zg@i1m>I10~OPU{Nw~k8^VrtPFnR!M+Qt^{$)fDqAxRH{<rI8gw7ytyYpuCZfSigVU
z9wMPzbErJW<(<fe)Tru>RhvYqLzfOjXF}4T;AFDsS`xO@kd*2RQS%fwCbyaWAbyyU
z2P9>PnTXclka^ErX=`B|?=tIRISHt|oq50xtP}2$lY`h~@9J_72}T!ma~k8JS(H^j
zQLf$<+Eogf5l<)yRT`}JB0*(JQBZBQNqw^7&O#CtwQLFDF+sF$%Jo6YOek-O5!2>K
zOq8vW8MN$F?y;!=WC998vOyhqeC%5@ncS(X(mBmUx2D$7%gX#2vggxcNt+UtHAsC>
zpO*VfIGE@{+ftJ9(h%FeQCR_KQGrc@WT=oW1C_1k=62;_uAU_3P=?YODQq7I0ZIlE
zN=1na=>(4=aq2U{XM($H!e1{Or@JaO$;^w0Gb;1D8)POst3m-{i$xBkKFt=Nsa{{0
zQtZhJT*r{woI@<jnJG(T01m{A5069m_4*Hw6!+oF?OwHR81XIcV>GrZ>TM0Sxk_pa
z%5-4`2$18R$t_DbEjEJ7$~YP}JWJkTc<ki0hisdotku^kzi}d+Nw;Ork_wNz<~*Gc
z+eye)rz9j}peJr6N<tHnA`>$LB1j)!*GywnzU@QHedVogEF}eQ6J($OgeFM|N<f5w
zVlB28{N8ljvnf_Ac2w(A9%@}p3T&2?(`p5jFFx*_V68;sVS%0;i&n;@(c-dI2_Dc;
zfTg4WNI(D#3;;Tu4_<>DG@OI+0n2X@)LA#BolCFNT&KtopKj-&yGoi0(4`@9omp}`
zrWd7N{CC_4R#L4h+lfg7OQTW8r|Ymd$j0L*8QX_Vqt_L{1kSS`ksq%-YRm@PN^~S7
z0kA!{+v0ZXpTp2%8&hK=7(WA#$bElXm;|7mjyCJC^uW$PTVs!bT28<o<0B_;(E0FT
zf0tj+U%Ox%tSM+v8wCszfOqYXK^yu3)MvL0Co=pp@^6};$h&M>1j>@mqgHO85sHy;
z9HnMT81ojOMs+NySvdzF9wb+oRe(U>W41c}ALaGqo&ngL1K))Nf(X<Zz+mbD8-t<e
z_w>XPkKt;wV<~FoM>B6rQM9O*sV`QiR48qrD?U;wvz?a-2mombZZc8^$p8)(w95BA
z?O<YDl<4<Nc<CCdP~kSG8~`f{TX21yNz^cMn5s}#$0LboV})RWj-7{o{{XL!{(;O?
zB}-5zDgYl%h#yYa$D!fj$ugh}#o`UTu6{p32?J>z2Af5+w0=fLBkUe>Q_7ItYMCkn
z;E=Y#!hr;g24p5Xr~d#jC$>BA%{wIAcj1)c9$YC^K>2aRk){g@E@M0FnC%gPoDulW
z1<@%}P*XY_X)Wm~T4b`*$snD^mk^=!$jHDa97b#8(y12}d{N^@g2gV98bFNFT5H=T
zpfa5(NJ>)TeB*$SKI!y4TcyZKvZpNCNj)I$b@cqGRi)C{%%K55*a<L2tr5JN@8^aZ
zr#RHA)hVjZWXyfzo|s#NryiI|01R#L>A*0elat?UblmO+bK9myK7DW~NLeZ_A%{u-
z0F9Q(BxDRNDN6dB=TRrVc*68`U@jm|F_OcoLC-_(x#lN+gBZq6$8IzQfCrW{$rA%n
zCiaj(<vWitC)6^IMlt{%yWk$(dTqBDl@Y$%pQbZ`zpuyR(~jC=uQ+w~m4ma5hf)qQ
zGN#;0v+{3mi8vbw`2eO&Ws*SB6ys_cI}%+(Y5CxsciV>zy!O`zIi0<3KdI&{HNbr2
zp1;@S`rCoDloeGYyQ^lB^Q0cB3^41ukHBfwlhXrk1340EK`4&nsRcl-gon}qJ=D*b
zFmeWaord|(T48k(CAoryw@sXMs1)i8j<$$70F9g{rsrYbfD$zLbGWt+U!R~i=c$A7
zz5-{ycHHFTk~;PLI^>^0jyB^#&}0Fy)$j*B#@NpP04$z12S2aZeEN@%355bQG0SUh
z7qz^HoZ|+>Z@;Hq$;kXS`h2+U)mg#M$e)oTY<KE&(BqCH9-kfY)RVt`_Tz6eCm?!f
zrcQVC&rE)S!u|Par(86GVC^H$eMpOR=hqu6Z$NwFJ@Rp$nCZ83^5E*(I&1V*WN%W4
z4o*GQI+Tz`+Ym@Q?hZTfMoBsP<2&O&t+*XXaShdJjwp>NsKQY>*lCj9<op2NzBAXl
z8OmZN@jT+!<$wb^o4^`gBGPX$>3NITB&4Y`Bmy)PzVdXCK~9%e03eKm>U!gD!#LcD
zEsQqv&5h0w^Qjpb7%2+@K#%x=+hex|HRcOd>cR-dij2f{$iR7O13Bx04t578=u$_#
z5=VchVhJGh{CCE2wnXTY{H`K-e6XMc(k=0WXgB&=H-a_!FTM~SSYCxIK`B6AyuW)=
z(vYQn(Wg;XkX3*IJOfsAV>lYKp1lD4a(zA>dU4R;=_elX2k1(&K4ZVrjTA<Za!AP=
z<8Qlzox#UZjlO&?-yO8m)8QYM9Bg7lUJob<y`xRZF=9>i(|jF=Q?WT8%VWP@{{Rk}
z;Gl(|6s;#ANhB#GV1kuwK^~*0(~h67_2XTR<F5G5<887%KA&FP8+x7Zx7VC`?Svy~
zB!~c7;uE0}Y0!1j4hJf7WFRJ{(R)uxZH+TfG6tP_(CTrpOQ|P)mI()rLIRhmboUcE
zqBRzq7?{}He)2gABn;zIYH=s8aySY|)9-9L9QQvA9_Q20@xYa~;#^_Xvf>V;t+go%
zN$f#R2*K~1diwBBr{0}<P7sIy-e5{}Rr1K+ob9JfY`tKqC9;)n4x@zw@f%=|LOA3B
z&H&u)f=2t`;0^kY+x|Q&Y3w^xX~$~e3`J=<HAnFsN>ENhO0@p~d|r@L5|CDKJ^lFN
zmta%UBv4X{ytD<Savw&s91=lWP?kO72S*eYfxbHM)hZ)-{Gb7S{HLX`gcW}Fk+~Ov
zaW|fGG0xC<!l630J+h*)Oo5%>kd<n2Il{e}gr7Cl<6)!(gN&#R#z?MH>CG-R3Ly&A
ztyNipE>3YLAbBnB)MT9G1nO{fE6B-BOPelZi*{4*y0sjrIHeqV0F!`_I|P7`I|6tF
za7Y@7#>YLrUH<?P^Un{P0}u{}eMR-x;5lJ^({mvvHI72})^DY?(qwAian%<cQruei
zD_Yc|quk|LJaH!{Kau%<zsrsUo`jrq+diI$9DK?3IrY!$<HCVs%D`W8LAaZ24wl&A
zwl~<p784|k6F!FDo;GmgkD%M|>DzCorv=X?T9iTCeZE;cckR${HALW?@A>}#P69Zf
z5=VS~f7gN}LX1Iyq)3UjzOw_QU?xE-w<t1g0@~?u)8~R`$GlaLN{C3?rr7JZKo73x
zf@vz!tN>4KhQk|u)A)Zb4rHhu&r%hFK-h%-k4*mnH0+g(;GTr`?YRTDr(EZTEh!0!
zy{B0sQ>MC4PbtF_Dj-INAcOm$Tb<0tfRoDPz4y1y+Yg2}>M@_grgOIjHof;zvMVjs
zA~?0ORF>sM)uk^nkXD`c)Dw~k7#JJlguO~oYf`n4GmMgPka3Qq9}j`yCsL>(mK5WQ
z4Hq(md8bGvTO{ss6Os-`Z1F|%GK8rrP&&Yo6a7!pHO8GVSW-($%Aq7g@0V#L&F7#4
zY+6l+&4|;f4%g_pedgGZ`%xC5lO?8>q(@l?AxdxrXKjvg#drSz;#NFG+xNXq4a2jQ
zN2b*uhUKeJqraanGv%jRa;6_{TTiGUk1;4HNg(J@+}M=^l{9;Ela`drb-3%E%_0>_
z;g=oP98}p=80eDoyOn!^#RRmF5)h4m11E~j@hRbQHRR<=_vQKo8?2Q}sL}=-i(7FB
z0cvOgrHP9P8R~~reee$BAxU7XDn#A~J$2iV`<!&GxcWc}%Ww>+8$=s!2GT`^_r1_~
zZTm*K9nW}_>NQSVe7oiX(Ar+NYm*xgXTCrSG<u?xmLEcwlG`qnJ_Z2<f;gIYZ!m33
zPSdPi_Z>nc8VwSkB7E78KGIrKG1)F@ZPKkSDbNBC6OyGU00|==4JFp9R_yt3Dlw;0
zt2EgzN0AxrOiGC*m3zZbDOyy6g(XQnflk;wA6y*%=CyX*{>jxjg?P`m07_Fun_j8N
zr<A7!DJ(r9ZLKL7_f(RRfrO4BG>FZZ9H9DgnY3$vU9A%T0C>3C6cm!B4U!3wYm3jQ
zonqw1FJG4)HY0QI#BJM4Tv+r=YNH+G*zwl2DfRx!QvAa6-spBkMT6$H&}}6pI#Nj_
zaWnas%}dI_<z3rxSn!>lb5f}9$fiSCD@vrH1cj-!{ovTknnzNQ2*KaT?TgKt$1X1G
zdhVt=rO&sj@hUAN%~BHRVbqseQo$!f&1-E#9TYL~^>NBhV_W>$u<e`1it|&cw+$*B
z^rb}$0Z+7_J}ap^YiYvcP6Cm*&M-$2K$4Mkf&e61Eqm(+4@0?-6an!jP4qjb$Xo7C
zA-{xAwF3M+)TY`#AgYX2?Mt4Z)h(LCl<3hUTQwJ!8)exJFqT25mq~5X<7zDrc&O(*
zdH}t-Ny@%(P#dOSHhs5x&?c~nF_Tq-#MVo1AT77zJg`>LT1ZkHVQEnW9Q4g8^MCB|
zvAMB1>#D$<-G_C$;+}pmZO3R+WvN=rs%5erh~m|fR>9MiWVU#<&j$8~G`V@n+I5l6
z3yzs{*61=FiAAYXoO#8H3t<8jc~3rsE!Wu@Myz8%LNo53A#gyxpomcN8)|L@+n_pP
z?K0M8Ou>}`2(XAd00*EO%wd9^_E&gHRajOiwhZbcy4-L>rQH?Sa8lyb6bd7;F`$Gt
zuX(o8u-Y+%j=5Y+@Qq|pX#$r`qp!$}k0p|4Op_%or5Z+FeaD<p80w|qozCZp+=r36
z0V4-&jQ;?q#1F3>OG$8&QVAmpRslHr_0Lb271Xt)T&Mu?Kn}lY`9_d=X?V6T0Ee_0
zjfql-I!4-V42!|$ZRIn^&)L}BCYM|0e=8|<$#+7e`)x|!5*u<P#*_l(%VoEj4kgqf
z3R!Kp+e(%G6)5dQEXSWRy&BqbB&d~BEJAi1mRx1#Wd-O{ZlH}w!o~^4I+4fd^Hj1Z
z7c&n-tW#r5W#p77Jkm<Es1%$Ml0n?>+o;bKm*NlXy|AvToXg{u^m;Wu<0VeG%kbj1
z<d>9ArHM?mBrSVkI?2aCKqrY2Us8mWpyx<PfjLY-yqTUv9dwa1h?T=>Do5>5oWQ_X
zxswF=K@oCqBuwjIJee`!zT<Jm*FLoh6jdp&FffJ4eJLarp$XCg){(0PL?ozy2^r#R
z^4F4n9TN&A3aLbuQm-pYU71&tA&2F<p`YC$g*M3C`>0AvfWRsw9wjyZ0LY7vmJ{Vt
z?m8TpZZNWf@|#(X;mJrXx<(Y0X*y2X93d>5HOlSVO@#^~7PjS~Wz7L<Z}*A!ld)1y
zp$9#2oE*db<ocY*u%JNA3W6e1A^?M|?l+s-%RCa5lod7x;1C4K(q{TdAdz#fhYrs!
zJOy}pxh6)HQnKYZ%a5Q27gngEG552QhTYCHgQR3AY@k8f>A4Nbj#+X}fQUT2vME$w
zHMFhASdIhkK2B7pWUDW{HEsi|AY)(#IB$71VX;P|#SgL^bs@8<!IdRJAQB1O5OddY
zf%7v~(Wf^cu-I=oQ)vSL?dUc+>ApQUl}{C<l}U&o3u-_S7Mc4u#6_^u(v%Vo^8{#{
z>UkYayzhk-wN0B@kcG-^Z#YVHvf4Ez86X6Jlz;*Gd{3_v9?h}grksUUQ4F-(A;S_{
z8+a>Zm1||hC}BGjgs5%Xx^BpiN20eK0W7^C(11eHf~2hNjFJ8moDWU&=<7D)ZAc1t
zDQ!apr>2v>G>}0AbpQ~4yjK@dR1jxKh_K#uzgrG*iHej`QxZtqriM1?PdUXG^Zx+t
zeC3ZTxuJ2`JhkLI7hG#juP%XEx|JfGZZ1s74=Oc8(wdJA*PdmEkmGH+DaOO48nBeB
zg^j!7tHSq;`)O7z`owx2$5LRJw$0jvK&sQKj<QmRsS}n&39c~V_k4+9y`&{=X;B<h
z$J!s^e*NWFi0j4L9jjca+1$gp<lGj8Qk6%WIf(|a@OnitYJkJRnQ`Vgv<BVMrM9H3
z6%66m<u};r&u(CH{w?WoUGyGX*XoTXWfIt|!=Cj)hV*%nq|cKT*40mtwG@=LgqK?f
zB|$)eeWkYALc^yzZvxh}k4U(@^V1kBO-kKUPBd~E@oqtgBFgEceQ>6_ydQJw-MJ=G
zDAr`#mXKr<Os-R8!G0{LuB`bhd0u)vhe9-$kW-}!I6~Bso)zqP7x60O2IY$$Glgji
z5!tQNRVa1<v*+wd>{XCDk=k|mO13;la*ETF%HI+RVyRTNs-Ls%OST<RHAr_Ix`vRr
zZmH)MsVR{ZA1O(Y684m(O4LE(WK=GeXz^C-vIAaG)Ql}bDjOY!ph-Jzu+LI>wf*+^
zT2c`xFeIl^U`aRna_UH~&(o<Hl%bePq|KxbN3WRVAWxfnzRJ6-Dy)hX<8RdM>a=x~
zITE88Y^!7Un{x%1n;>N_GUC#tkU`&q)I@GHcBRx(18c*LMM)me_yp-vl6P&TZ-uLT
zYyl^W7xB5ws$Izfj}6BoO06+D5+VYI*6c`r&n2}eEGJMZT98T<tYjqM?Zs%m^O7Ad
zy0tj94b-!h9BtRrr{mkF9W^_Ob+kBAK~M)R`X87azLw)_7)uYWrqmRXqK)HCPM};^
znfTzsWcMZnrAQ30pZ5`(1uZg@(CO$`gYPJesOP2!00Kbio<5A=ZcnCt4<AYRcm6-q
z*NK1}rsDJEBWwOsdrm6fLvDUb0$}sJZKQ*yGxhrUahzw@A3yTrKVPrc%YyJP2GQkc
zBG>D@2)+xOK^cULlYT_a;$+Uchz4<=$mjh2V}mG_nxrIoOwDx1$SR8VAC9aH47BJ{
zIuZr|z&mhTw*I*v=lr<LXKdr+`uzA%Bu6QWUt<>ATkAS<!D0!%q(!Y^KN}r1^o0|3
zDjf9bsZ$jaM(5jUiqM>p2B#t{mee!3^3;RA!vh=&Zh+LpDatiU9P*Tvn2#*Nnw%U2
zrI{K~?yjIR>eNo<J024ulmJRjPRAny1fIv}eFpn+*Gf_ba&gdu*I~cI;qvs@Fx*&>
ze1vVc#{1g>W_;t7!H#5D+tOl21<HXo60}N){AG3yw6tV(1q6T;4haew$j<oSCKN%*
z#(qGZzgv9s@iS)RtVC$VOuuV{0Rk042$>vhkKKntl-}4MyHa|6cu`U*@h(PQko7rq
zcH@Al6PbA`fDdq%-}i#m*$t?H>Awi2Wr+mXN#8+#E?>_NZ6#pAi;KZFv5-Z*Is=5|
zDw8&?F%cpltx6+Pgaow9V>*`eham`0Qg%Chh*wFOPqvv<3w}am)Cf{1Rf2So=l!cN
zm6B3`LXup{RImXU&jKbX(@y=FYI`!`Ejp&Dmy&8y$}|4;wHDU2U=o&^2k#8$VZ&@t
z<abuf=y{cekfb`5HbRC$)vE_PfO>E0H{vOk0~?Ra4O(*M8LlJ9lNugkdfx(8wJmB|
z)TOOtm8nNkl%jG@qmq6El6chg*qnC<r}Q}6^7?!k?b{gcPsii=`ugMP&UYBxpNGdB
zO^8W?C&jN_qQXemSsLln=NLvkK8HMKA8;|>J^el#^&i)T>Ne@Hh&r3jzI%)}Nwg6M
zO|2F)bFBSmA4$j^_c_kqg!K9U0H+e?!jRAQ@MP!y^?~?f`$f<UZQtdC#6>*^%>MxO
zJWJmSJDc-8K(({!zxI!(;D674EHOFL>LdP>^POXIX8J=^e`Kw!n{>>Zd_mgU8;BDP
zBXBzp*XO{t`~5$k0nj?1!+|L2_2T|A@FfESJ<sstx>7JQH{+5{Fn&iI2;jkt<FZBo
z{C^%ejmRFn2>kdkW1<tjPi~(d*XySpIKi+3(~gNqBPZ$b!QjD$C&XQY{?R#4a?+S&
zy;P;K{h*?yAQu%rl!qNtE$m5DxJs1~DI1l%k4>nuQzZ&f#tKPFff(p<)2>HDp4jcj
zq;)r(f&!APf)3*cvVj=E9eZ}-jr>RQ@BN;0O68<7$!e84NA0>U5>kUrsuez#o9sk6
z9(*l{{{X9J{9I>Nw{*A$z7=_kr{jNs#>WeG&N5D)v`@$=f7*RcBWsDkKAlI?^^ebj
z8SMonK;x%zoDSIjJ-;p#uBRCv@SVO{{b%LDG_(Q;BWxbuJ^pwDe~%O~u0GE(vHRbq
z8p@C?I+s)a6>p6F(s%UE_&DDkdT{UASCrVa8PpeRFT}Uz&4pH*Ph7P#O@5_MW>iQs
zB(k-omC21Bp)r{5EES;=TtacLJT`U6`z&CRK_hYb5$JQ*r+tax0bQd>x~%)2*^2AT
z&8X7kwFSl;Q%@#qW6y*eS`>u^DoahI;Xo)aNgxx&idvOYR5wtNR9hsJgBg-R3q-+;
z$t5?DeKAtLi5x<a>P3){@Bu3+3dppnD{XLhLeiC3gKH3RAnLr!p;D@-g0kDtL^Vm3
zS#ESO4l9{(Hx#s7^PP2mSt|0=gasgwpj1&EIg#Ru+ovV^eJY^YRuqM*DukJ5AdM|F
z*(qyQG?yP+K{?JxUMuFKXIH5cpQT)1wxi9CzbaHZtJO%78z5k%*zz7p$pjIUZZJkt
zLF0$^W}Mnef^?CBGNmhX@lhn7Uyj)u@p1muKD4PUup1<pD^_BZz!_mFPLVQ9$udZQ
zGAX+iOxlvViiJEA0Hw5K3LxB)wJzkCgr*>Kl3mt0;c_{5+ZR<K$0_F0xhWStA(H7+
zi>lFQF;IynW68jALFN*aw2|es6ufIuD_6G50`#YI2FJ87szZrgF7UQ!mn;P&q=6c@
zPK{7$8A&5kLH__PV<aU>P|sdG8@Cy#n9y*LeMWK6<EBSLlh9yo$Epvqm!0tM{{Rj2
z%K~Kf-MM*LKA}NeRlJ2ra@>(ERVpN;wp3gZ<2O(=pt7GY`;%xvCn-%j8pj`~aK5so
zJdi<D4-x=`qzC|IB!s5I3=5oS@fsGX=^6YpA+#`}6chX|WtFJvqE-?LjF~5FTF_WM
zc0ZRJWO|Rsg2X;Of2ZbuhaH2-BeD4(%NReFc-Y1c2XUMN4|W;(WRK;*rc(3DN*Y6s
zEnjsFpt!TYWTX`zpga-=rZAurpqy{V!f-Rf&XvoX^0lPX?P|M?sEj=PMZ;i&fuA~I
zj?o7of)&4Qv%`}~@acWdDKp-rQcy~Am!&F8=m)Rv;x^+%fw)PKGJ28Mh!;~%-@fx{
zJhK9?_K8=^78|3gcl<hcRo5W`{{ZGt1LuhRrD{3-ezV6H2m|xaZL%@*;%3vlF;UqG
zRchp)B}4DGPL9MT!SoKuGS)^x-^)qILOO78Y%WJx%0IOgNO9K2rT*Kjdt=8NXW0DY
zp;_PEL|w`0u;Qw?oj5SsU3Az0+7IU+OkGb0s*KL5mIpT+0yLS4*y$tbFj=Nvl)Vf#
z<EkWK4WUjfo`Xsd2`At^cve8=we?pZz_u$6AwUr0@s$Of5wY{8mK(=?lu76}--&4_
zojjqn&{?6x4`~Dj=yXIyM%cjfWTp~GJA1&apN{-DwXYP4I*~)QP(Scn^-1bcz}qU1
z6{O=Md<jHnBPWFXRcoK&Q521f%FD{-Cn@+C^TLWg9@qHw=~)*cgcTjE4~%-0=za*g
zSBDGcc9$v=DD-yDNe{|$T!0UME+Z~AkUJRzCjgG8h3qd4R7luWX6BzPr**diD-asn
zs4mD<#gvn<I#5Th+(#a2c*n0;mc>TvxoeQEx;$MCA(~x1mCczc?D-IB;#rdW^B>Tn
zgr#W+LL7O;G|OvoG}q0qw7;A8JgIHl(vv}@scTGmb*XRGYQ?M+hZft<H%E%H30IWd
zC(_n*hgXd8R-yW~pg&UEB#8~Mg0;kp-U50Oy^Lb*D>RP+X{jB3DIgagbGm9^N<akW
zIuZg7(f}hKjTL5cHq!*umq&TlvQ#RyV?E+fGII?Ml&F!_35$b(0!iVyyL?c1ZRLv!
zM2hvhN=swiZG_V)MS4bk)Xa7ihc?(2*>tHy4y5tqs`K$*ecV2BE-q+XGh1+|xe_f^
z$dNKiij(YA(;hHL!NPp4AQ9g@M*6=vA}woiq)3?Ri6z&ZQ7a<{DpJW=C;sa_I*v0`
z`W5dQhmSWM$e;EkD94h=Olr4E;(gT8(~eCvR;{nzD=3{}P=03~t8ZVmf0DE>Xky!m
zF23><q%`D6^Ccl_83|UWnxw?gPemeYslX~4l5@mlpZ2@VlQq)2HnPnxASJ3@R*6TH
zv62=0=`@<+*d;i|mt84V`+>)r>X$dG3rdp_sPX!pYASI<9-E~*XMBtgO|ip$Qon8*
zfl_2ur4%bUZKe4r9WpT4PM}9jsOR%B_tEY)(l?x$&&9&OlwSJcVNX8$&o5}tkvnJ_
z2pq-vkY?D7eCW8TS8p|Wt9H_8?_2a+o0vDXexE^?HM*3FG%Cf#Q>e$KNS@4SZOn25
zQWF(&8;HUlEft}pg#p3sr(@G@x?Cv>jMB%mu!NA1ttAa5Dj?t}5~LELu?HzQ;kCOW
zsy%M9+LpX7W75)|fTmiEl$@06J32u+w@^Pm9BxeWB9U*-X4<YKLy0Bwh}Ab79?u=;
zmZc<0Dg(%6N>WfA$wCP$aG@HMEL6h62!IF#6S*K-zyJ)|e>^q64q>bqBc_^=bu&El
zI54_-165T$+4j&c%!-oXr-b3jO}3n=xau8bU>_~DY_)rUq>-5QN{c?FQjbV&f$h)B
zZVDTcw&IjZb<oONdC3ZG3=rW6S#+czf)$K$aP;eXRA_N3a(uY)rK8V?6s=E4juudv
z2te5^Eof3&TGTwylHw4i@U=%?Vfc5q?+c=(b3m@UKyt2>yEYRv_FrXl($AFS)|^b3
z-ddz6A^9jRth*q*@0yi7N@}4+CKRG0ZEhmkOn!Ru#Kk#)AV!uxm%fp(kFAUOUCX(a
zB`#BSIW0-4R3xHH=!#aTv69n%TTM2%5Zatx3Y7D@5D6(lLekiAZyL~v5u9l6<{+g*
zxF;P!9-X`P_@^z~dgh=|qtdH0+qj&ip)sRYnAC|gVj(zV+afr(97L$;!z*zPz8`HZ
zy0!VLa08en%_~tV!jwi7Fmj!<f-*Yv+ox_LB$7$^^RWJ&m<nwl0Ch8z6JrCEa`@mZ
zRznF4C;$<Fk$?dMe0?%D$3wRc4=rxj><(br*Q_-ZKWyBTipkPcHM0t9FG*zJ{nz6M
zSy&%=4k%#mI7YgHef0GmN6VofF8p&j04QMU8BoT+{0841{<+5rB5&z<6W4h1-Y*zJ
z3Enic9egG(ZJ~+eBW!y4x1~_-D5fFu98|bSlN>KXgvxxzQsZv44$dSt>I##CgsBSL
z5=3j}zbEa=l?tQF<sng_Mq6^|@}R3kn{uX=8PwUdg_5sjdYJ2|EV6<cZKAj(0x2x<
zN_Ec|+|ij?<t1W`QJF+zmDCCaBvYeJciFBvboh)yt4*w-K3XKVSc<}8CNsgr#bA=s
z{PnHFdRFCPHQ{bhu9#%59mhwe*5WNhDN2u2hRoKrC>$wCOTi9clc*?l&k`i{*IVyy
zoR0dNPWWx_^85LEV3Uy?&aGUu+Q%)qiiW@16^Pt=eQcJ%jdM_>wzN_%m`%7<=R~V8
z+LJ8@SCKUj$9wmQP~sPJV#}_0Oy-nMY}gDu=PT}c!aaJ7$RaHkRJXj>=`WxS4O6A8
zu0;Y;fJ`Yt%6ilq@`Lkr`#v)6>vr>tt}Ske)Y@~;u#|&TpwwC_l}VY?%w?&K#;C+n
zvZ&HyFUl!Im(t?;<)TrqOLnPk*I=<$qE?{02BQW*${&pKNFzUa4>X{cW4?lyBff^-
zX=!n=q=0~CH@KL!zg=tu#G7El_u<c<aK$o*Qf6wVS~mn}^Px&giB&mrQj_Kcf=XHr
z6*n=0H8Sc;hyiJFE44Tks%JDUlv`C93<|4k`S#UOYYIx82n0l1o8_rU2}U((DlNJ&
zq^K*-4~7de<>i#C_mvfgWYjJDdTcv}#jHu(%eSk}Ohd5TPyqs6I%Fc5Xh;Lkd2gWs
znJs3^c~i_ebU6{|)1|Eug46ptNm7A`=w4fFIh>`vcv3Qb-9;dQgp^WdNb}m_*B_tU
zxhjLu+sp6oQ!d@X7F8;Am@^t%5+gd}PPX7FQdZiE6cmy+Ac8yo94PsB%n8<AVW})U
zvkldyGUJ61m7_S;05}Uyayn|jNg!bGYs@;FOU{(d$iZnB6)~hoxEXAOs(eI*HpNv9
z;AO`B*5#3$q_*MNDm*c0k~7!TXSQ?Ku6=s-{J4(}P>&GY$Rn>aJL)#qo(ueZa;Dy`
zQ|Y|@vm&(~O!+bCm;7jrp%LW0B|0gWBaOBIOvfJ4OsYHo0Ff(pp8Ap=G8}fRoJKZ3
z9D0w|-##s_^tofo<vsmwRNO8^mu=5eEv$tE%ZkaD1=NL{Ww}f=uUsb}f&t>Eo=*7u
z@%8ET<DlWLsm4kaWVEcHpWz}>JuW<>9PboqD19y@KzSLDEa@<-b+IwIHr$n|Jwf0y
zli2+~uf%X*q;@+I-}Tgfy?6|?<R4L=^y5N5Ux)O@aMW+K92YG)`Hi>=v|}f?aq0T>
z{R1VZJC47{_53&twC#{Se=lFx^5H(3d|*J1eD?T&yr<CLTYSZ&ZU<0sTu^hiHz(=y
z+io+C>rOsLvEw*Mo5|Zy0oz#@G6nrGOlSwp^1j@GgQv?CVw873hxOn>QQZC?*ZO~_
z9Kh%Y%Yh(d<McSAjcj65ow@<nj=>;w9DM^l2jD-a0+7~|lY&9*pUdm~`*lJ<*ZJWI
zk29y<!uQ9<TgDc8_8x<#PtUh(Z@zXEl!Mo|>-m2VuAwCM^!)z-UrzYrx)OQ~`<~y&
zh>0Z4^|#93KaLQPe5U*9cpS;(Cw=1?#>oWq$Jgii{YS6Ej)_h>?t6R(>pA}bUOJ^D
z;P(9foHq?6MDm-2k9sX~W&r2PV)*8ij-5~Df2Z`%Uj2eL-)*~nM_vB_EDgKyxJc-c
zlk5Ixw@*#`an&gUbJz9y`SjrX`hE4b8dcB)jZN|mIRI8pgF*4f#2^e3HXR4AUcK@B
ze!GbX1Frs~JAS@@JaO?UI}`Ny{C}tUa3v_|k-6wUug8ZZ9Y^QPMTPES2KvVMZfNy^
zC-X?QWq#^N5CnoGk*ZPO7*ApA*Yfo^{ycX|GCj}$2jQQ@;GbL*@*8c?HU>3rdx5v&
zar{0<7~^k{$G~vmV*=#p2Dgn*<RoF4qS1Z8GD)|*p|Ov3IvX5pgr_6{f!C=gw|%}i
z`S;*L5tFdM?~Tsb{#<hj1E*h)>l_SZY3q#bx6cFokI#t`02@uFU|->&hydGjsTgWT
zV{xaJx&h?_Pu4NJZFJuN5uVxjeDT+8Z;l5cypf%ixKE%PV1PT0`*l5sO%OL3=#WXq
z-y?v2eKtGs-3s@@hE7HZ?gw1_ar!+tP)QO2(kIjaE&vk~dqD#CI9br?Zn3C=Hi?Z$
zh>LUC(#&RDl_k_P#CF!}&NxC_LJ&16N+)E5fKIG*>OEL{r^Ic8K~s^bKG||lK~hqP
zP5U)HD@h=SXGsYqI)>&vc>v(=&=<mUD47}Pk1`#O`WDm8IGm-{)-<gO2W=_}(tDB6
z@fR;24Ai=#u1&P+OQOkfN?M>yOOom9T8>YY;3iaU@^G(cK*-XR0C-_4*m;9uH{J!U
zJ$4a^8}9!Aep7P-BIlezBTEZj@BoIk=<y+a*29d_mloQJtw0KLOS4K&ajtZLRFwhL
zu+tmv030!u3iVQ`^5oSjQ)&_xqNP1DOY$93k9}^fO2+>HbPxw&!+~~kKbba@4@{Rv
za;Z&c-g2WvQJ%v|{{W6dC`x890)Fz`jvG!6T*mw{vt_A*u%c2^oP&^{K->^;MlrrY
zBjLnKD*f!&=ReQ^@EEp)qySQR4-LHz{{TZ{h0Kcm0m>itUa0aLgI#W1Ij;v&fQd4J
zWVaz_b{3{|rI%Hdp?WnW1qGP3SLB^hi=EnZXWUf;M?|Dn-DL#mSQv;}ZPca7Xmcne
zDGikV``rW}rMZmk=~Z>fhU<(r<87hf+SUW5yrn8o3P{uur68*(7z1&R9j;Q<D^u;N
zvg&mu%8Ld}XfPRl&o)GTG1lY6xV0(Z!h)DfNm(fiZPJ1YNaGRYtqXB^z2!_QNbwN_
zUr-=@bjIT<N|4)mN=i@%zzGr5$>%!Y6(Yx{T8~JP5@gvbeT1;INh}7&m4)j_X{0DC
zVg^)ng&)1t8M7=VV=SR~Q?4bjN!uiVHqQI+zva{?ug0a%X}{U^XQ|J{THGF6&NkEf
z!bX>iL?{$smee(+Axg>)proKE^=g$oL~^4j$dMXyRHgZ$<td*vBm(B;X9ZiUaFPMQ
z7!g4uH1ZHk9ix{m`5w5QQj!D^0gzxA`<_D+E|RvD2r#rqb(I8_Hng_tR#J5jF)G!S
z1*9n_2Lxvzfx>#xzpe`X@l>VBr<N^P5#>gX9EcRlkH>kYntaMzdRF7AOQk4msVHaw
z6R0V|K+}#L*nP$dz&envln(o)K#U)T2q)L6s;)Rz?5lQ`mPCq$!%;*CQP5Q065C<v
za#p6=c|<gYAOz@0Tdt$cah80?n}ujA%L-5+g-U!R<sxSCdV^v%wk)>zX(|N>SW-%S
zLSr`KLGezO=MlTD%U=&JUHs{Za5Y>Dh3!t(Qwl*SavGzj%yj|M;SWY+lDM&%X)DP?
zYXPR5adu^G@++2B^rtFO?P`4LtB)>AwF;wVr2hc4IJG+CjG|(nWr9{phmg}@IRG7o
zDuONXcS4tRzX5d{b|ng>N~KXM@tk%9xl<Jg&8kU``aHLk&Rl9JC{mbO0RR<w<A<uu
z@qf)q7nKg8DYv|K^o<oLg_@3loj4T=Uy!8|GE0)!kgV>atdMp%Vp(OitwI*H-9&{z
zNJ#(#Fl3qBojPK1XKE@OX&<=S074R+uw<uQ^bw};F=+*aG=PSXmYZw@rL?6eLQ*!u
zP=EqJ=l}x)0~{ARg07q3;Gc$i{eCC<@gM9j6!rzmxbg3ZRc>D`&vn_JN^VFg*n7!L
z6CQd&KjB<Vr(mU?yiQvN;qbXtjNGO<t8LfioGCCWwPxt@+*ldV&A%tu>JO_s`C4Ta
z0CqVf=_;|2021LQ!6Hx6E$Py6mWoH!szLx4Qpf;Ya@HqU0yV=q4v#LT=#K&nxzDKJ
zH4ZzHSHE-RpoD>ul`jbZjq#2b^qxxH6(W_-OnNMAf<vTAn4#zxWA|t{{{X?Sqe<*~
zaPZVQqd=sj#k8n`LkJogaV#R61xXnxaSb-#p6W+meYT3a<YRWuvwvOnq^*}KYJnAG
zg+!$%*wdusX<NxAQpV>YZ)iPq@52G9bV6H8DcG*+I!S;nYu{7OEbNrcfthM~LsYln
zO`<$jo#!d?whxCdd3R`OcI2MS$tW2S<vHfK;(;gKro#$%NjU!idKQd*<BXmQ>U_+m
z!H!|tcJnN@k)^p3(A;KIj*3JWzVe50<~-ROYDaDxq{YgVrD|G~tf^`xOHn`KQj|)R
zqwyr?zg{s>6s(evFfojb<JYD?m>!%xG>Ie^TvMbFV3<tWEG_7H+YL1(Af=Qgq?>qC
zDvN5U*Q{<%qHs-cSMGa&d2{O0e1cA4#Qy0Q2cT0?!ULEaWzyk2&Ui;RNGTt8VYa~j
zc^UNm9B|`^88{$x`2PSu!+*!OAAN&=x;kgS{{Um3%lL6PZ3z&R<r+W{%csxIcf<v1
zSG=VvZ*oqtzr&}%;Q-YgLwskpF}JDc3I1FPMHdI|kATMi03U|qzWoOarr-d2bll*7
zQJ=_-_u#>}EsgY!nBNCJzW`6eZ{fn_9Z8J|14xf45$JCR3?x{aUeiAtdD?V1L@`NL
z_(pNq4w?R+EPQx0Vwj)+DBpbT+iZRtf1e8G;-w&AIL`YIm+|=IZQp?ii-Vmw-?<+%
zf%+To!hr_B3tv)X!9HR%>xSn8Z-$>c*jquS!wKdo*dag=p^OylN5m0~Za2qFaI>Xc
zw^bmIV6N0#LUs%|@sS%x{31M%>q+^gAdcS<&Bo8;wl?4Co&Nxa+m1RVk_i|dore8?
zFNd!PP?c%{^qxmu`b1jTRJyd8NhvzmnH$`Le=WT*;W5nWl!knZhJ{18Baj09q9PfP
zQ<0oHQuAq6+i73}&~(oOQvU!aYk;PsMXXx#Rt{gMI;jy5qB}O(d)?0e0QDq;gRmPG
z&^6R;k4$4H<&OTjKMpzw`Tqd3AY-mN^xtu}(EM@3JCqBjGB=c{q-hr#e64>hNGe<>
z#uDJMg`g5<H$E*n8~pI%9#z{FO-9wf>2nlOtq|&I3`rRWN)@3=c`6vj@Y93T0y0xo
zPE%f#)Tz|c#YKdqtInpp+>xgT-VG9o1Rc)pXKzju3yhU(+Xp*rI*y02+qa?V(;ON>
zxUPCg#WuTAh=4E|OqIDDq;I86JX~i^HVN{^I*s<>xnEDZ=vN@(Zx+<12<7gZ?Y<ry
zVS2Wtb0}T5p9=Fp<>DT@BBxU3!BUYn6qt?zK}?A5vPaRxC#OONN5_KW92|7tU@?sT
zV17HEA6VSnxSCIqSf^4evB<*2sG*luk~bwyWsO)pOma3q4n7+9EGtXJV%C*HaYuLQ
zcw0$P7}TL1OdMqD{{X72j+iGL9pkC@+A+<t6}Y?@R{BKY*&0{4@S9o0l<U+LC+0B0
zsgMZRVCSYb8+6-0m-XX{*asNt-`C~2KbQK*LCfnFwV&+m@foL7PnQ;^8bg^R;Tl~q
zpU!i-TXQ3(PI5_6<lWm93U(7QDy;QNp-DhelY{RD<as3L8)z%^`0%0jmElpyPJv*g
z{{Zd)1Ae2CI6}jqNKSFh1T25;C*}qi)iKnO_1OOa9nb4-11X`Ll$_)bP%=L;_-~WK
z(xq<JX=_p{RJqWKP70((b++->XG(mf5Bw!c7&*^=2vpK?LC0`5*yG|3KBRp(c*<ac
z2sX9tYnag6P%Ss-h{zzp1Rg{Xeip$Zm>D@v56JKF=tr-i{J7$#3QuFVO~y~pC;0H7
z@{x=VxcKAdJ|3G8dT<?Vj+prW0G2v_11E-*#C}IzG`9Y~3@7r!app(|BN^@2Iq9C?
zG6C=3fGKNA(s$WO-{X;u@#=eyzay0+vG9^luW|eaz-`wb4^9FiI8xKA{vnRp!RfXR
zKM#Q50H2?k(0+Wz_Y;KWuRVOX{&&8(5|v{*j@x4-oL~%N(-=KA$6f@CX#^gp2fo|<
z4*1~B%55r1A{|@V)HM_{RF1Yu8c7Kfqj~HScN&~a0B1M=?YbxxBsQm1*nT<^73aWl
zxy>EVx;>RnC^$&L3raK*mFXNepO@d3-x%kGHWo9cy+U>z=GxBI!FpOs@>HPPXx+yS
z`al~cBm7HN!3Z0u<FF)gTZmH6mW>Uh;VCC8BR_d+=vJ%}bo-;CKm&emxUk`EX(&Po
z($<m+Rgt=Z!73xFmDd9R066$Q0Pl=?eFssWm&bnQ0ePNc!g^cmdQLhO0x*7_i38)g
zKOFrr#;0uV4%t6H(DXgNTzomm9XH=Um>(b4%RaxaU+df8I6nUV7+8t6n%_&0)&`@N
znD|OSJvZMTxgXDtl=^G+7aR?gG{Y$_%97#3G1|@wmY@z)Nz&V6-f>4t0pA^9(%-2_
zQX5(sWeG0Il<_H#6@=ue*Omdm2i-ydD{;jo2n9+5g9*}@@{<Cb3smM;t5UXlY=AIj
z$-%~@bY-8r9jqj3Sz6X#LA(#15R<P+jnBIVcE8h*10N>JWyH4%6JeMU^MvFFWjl>4
zl_aO{IKGHRN?J#_o}{R_fC8{Fw#0u<-k%P<XG69-0x{4Y<NbCR+ipI93O(H9C=X17
zx#%;Fx%qrJSRmg~6Q@muxnYx}fK2q(+FDF>xFQccc4g<Az-`A7f_>28#-KXmI!@UH
z5xz*{qmG3PKOQ^9K%H7VmjNK}syS#9dgW<Y)zlsXpx}~vA5OU-WQ_cA*W;c#sA~xc
zJCXnc8Qfq2@dS>ahX_alO@}+*PrtE+8H&P0!8f$nYI;TH0JZOIat%auX+V<N%7Ri7
zQ6W3~y%ZTxBW=o*1~)zU(sNEFltqZPmfDn6A;pl{khFV&4XI%$EU<HoI&$V#qkxc*
z_XS>;Y{F2Iq`y&p1ST>Tb(H{ryS70(5(?W~*+dY+e72FP_fXT!SN4Lo9&zTXwFv%W
z&OPNvn<=(XTyVHsZJ_Z=SxGuj&ge^FErFl`$BBDH_SL~V1H|b#Kj7WtTtPrP#3`w2
zkjM9JI)GCl)vXQ%)jX0G-842sP~(m_ov^>s@9cU10K;3_clNLBXC3x|{{V=oJ(_kx
znbSepJ~PKS9bXhrY`CpE#l9qp3RWwq9%F;>#UWJnTxmavY0e{_hLWD8%5EU4M_tIW
zThttBz(@GPH6)I?)RLrh{{V!Mz$cQhF@w0<VmI48J$j#peGdru_tkNh)`vtHic*rc
z-H{nhI>|^Q2sHO#g{4OdSbRFHfu%{`Ca0LmZKoG9l-!2fZ&^#mG=*RctfA%p%v^M#
zAdscYSkhD!p^ZwX!auYxv(78sqN=Bea97q+j_--lElmPoNT{GSttA6Or%OX}5;4{L
zLjM5aBmJ*?3HX|h3&8s&?JtH>p~rs}*q+nVH(FV21xmO-YMSid5P9_v58?Q8b?Ykx
zB&{JTDQmV6nH^}-3V<Ugpaf$X9XH2p6OTcI{{RP^p>E;kqxZE&ADu?A51SjzZ}(5!
zGSX8Cuv8QrR0fNa6hG{o_EoC{jw9&tVd3WGnKqm+7HAa)Uv>(GN+m)h10j`^DQ!x9
zx7l^ANl-(LNp&jNpb$d1vo1vQZ^P}YVp8d}E@ImgTzs01R%=sI(0->eDO2vR%t}Ut
zq&CA@Ck?caI%AJebTv@zJBV=$ZAc49C0;a;6p|98q=^J7;9FQY_ypJS9uLE~hYvK)
zH&B;eqO4j}l?rDVQDyWk#?+){4k2xVm8cRWDk3p6$y&D5R1W=m0!}m2*QZ`NsiH=5
zd-o^PZvOz6LEokt*17A-Ly#}4eBd1a0Df;lAY|c3We%7ik@yY`qjP_jwF295FB$`m
zERd86gBp~fu>ci}jFHnHmlk3+h#vvBrZ{OD&#do-ua*)HR7#Ka+wkmm-;Qe@?t1h+
z&(wUo;C0WYcn=n{NvI7_>Ja5*Y*>)Xr0v)tO5ghQ<45F{!jg`dBYfj0u<kp3ci0V#
zC^rV*2?pPu{{S2pRqD`b5G2l@CAe{;Hn$yl?{x`FXe&`9kOlxGoyWv+L_R#e(TMKR
zYFx17wOP?nl(`h@-O9l!_GsX(m)fVe75@F)DIwetg!{=E#%CvwzHu|lzEIT`slG&+
zjkyvtXmB>CoOvM{ai}PRs~8!``Qwi&tVO6@HKqA2xbw4RtwljDDF`mPsHtis;VINf
zB$L;JZ@<4UBY`(2M1+m~4Z7=Yv(T$~Im+9MoZQHwTJTXOT$;^Ml+Bli9&rhE&2GBl
z_fp(<3IRlwYEfFY1fOL-9JwKC@)wshdsc%>i4t<-Ms~F^hLD%0$_<Q{+zASE%g%&_
z=S~g)JXR;!f#HR#S_}NquEa=nC@oT5b+qe~G34lZ_R^&5OEFr@O`mrzDN4>k99@$M
z*QEBwe_n_3C)crqIZ@37Tf;o2XVi}?3=C7LDAJ%0agZ<x#&MsQ>wXhAI<2Tw3Z+)-
zg$hL;nF3Vl#$-71Qkb#XTAa|+s9AC6Mj2tG0=J!U4Iw2;N_bPHq$ps6oc7#x`t{sz
zzt@O$;|rK9MWs-AZAy5FH3Xu&bAXiX0hh5uf~DzD%!!OYP<^zi4zwV^St@E)4;|ay
z)iK!K%W*z7wIlH@wcK#lR%7uTMgIT=GeBxmgPHeYNM)xLwmy{p$lk#?m-dwQ_t;-$
z)XAtv2Cc6C_U)GtU=Vm$V)!zfs^j%(bcG?Bm+8VdZw^zQ1@T(?7Dyq;#dlnk8&c!1
zRx8e0bO;aC<x6;?6*?qmV?~ngrr;uESn*^y%yv@C0Ys%vhEn3jvQHLK$eu`A)-Nq#
z(p#fOi!!>)l}nZ*@lxw=%c&(wL@6xDarCV;_$rT2aRo&VI>YXSk2gq)Jch7czHi6{
z_^Nt^Z@A4~wBnMY#v57voejbpTWVC<s79t7DGx(pX#|$^n@#p6*<oP?Ad*xF+!C@$
z&JK4Z_V{G&$BF*{XRa5<D#sh`UlXt54^vbvbQEkqQu^uYsub!fE9+Fs)>~T8uI+}M
z2{5HqCd6Cx+y4NJPj0=N_I9J$hxU8y7i0S&!uY=cprq|rY52Db;5;gyi*SAr)eGDg
zvAvaJi!n|(gA~i5O?MRH96iUwZZJDJQgcAXBzTGYC@Fl$zaP4JQ&6PYaO#hT>a;XQ
zTNKu0uiud_oZBs_xc+L2mZ<4VZKYXK2nqv<3CPa`@%brjOQK&_%h&BPLk)&$HCWBb
zVk69er8f!bA#xDG0VoY6Wu&BGEvID*9d=tZ#w5&=@*~D!rMn^L6cUD-Z3S*EN>|-V
zQj$sR2K(_JY<s2NZq#bmWKyGRvij+k(?DS|BF0kFBB-)57P-&rEq{eETVtsz<LT0V
z{`vjf-|)<v1e=0H1GVmC3DoFhUNpFicQ-d&vnoH?J8p>%*{4#RQ&Azpj?*nVhS!kr
zE$9v{YXwVC86=*ktn1}v+>55vrB#-I+?V2@%0XA%eK`ss5OjrOAtao9HXJY<>Et{+
zrkw2fsWEEIC2q!&jDQq?r2yba%8*rnPH;NzcqZ_}a!hFzTL!PGs_g;5r6EZmNrtkd
zB1=m@c>!c4V;<_Z_?e6?1$q>~fCcU~KEKuu7$hnQ)IjC7+j7$rpt_TS3Bm3OKVIK}
z<B@%7R(hv943X)a{PWxM;4=YbAtSe5oBHJAsX6P81|>i7Z?FTtJ%0|{@eU>UACKSl
z_<c;I6$Gp)vU(CWIP19S_36~~;6Pe&kgurUu76)IrbD|K3Iy&BF}B}_r_=M`2xZnu
zA;P4b=|LF-@a@yC{1{9fdB6fr=dj!Z_4*yg+y`2Mm7E0UwtYMF-|*vt7ES>K^xXV+
zKY{D%za0P>$^3fYem^|pg9qQ=-#&QSLeRu#opDJCWu-c^&?N~;Qj|&P02`l=;|6YO
zf~LZ()E2EyRx9o)k_ji-Vh0tZs~8}avIall>%_U{9Y9ko+U$U}HtVolio%j`e91q$
zPB-5gijF%2#4))40J}q>)5`MWRPizNpZps+#ke&m{x2jozT+6*9B5IC7#AuZ0T%<L
zo8IS~VufMQ5MwDb%;o?M4xpZ#_QFK~b;d9=jmP<9cRh2Dr^CKUB<+sBp8o(3kMQGQ
zcLab3=bx6~eGcB7YDpyL7&+TJ<M12rx%qnMjUT_KN&B~4;5Q-;v(nobn*ndv8)*e3
z<EB0X`tkGx5!_=3eev6De8=lNd;}y6<m0DIcJvv~r_&r^IXik|VU4{u&#$ihCL41i
zCTuSoi`wu(A~_Cc9a2;jLR6uF_mW6E<2#Rz{e4E`g9vgZC91m1i*X31p$JNcni97s
zLqOTUq=Ds^0nXm>7&@`RP*DfB;n&jyV;>RI;opJGK3k^MHD@bS76I&}spY;>eN~v~
zSHmAZ7C?#CdHHQ`OY`%=l!0PE%na*c9vSqGc;c5rl9J?j>(5=5(F75L`<1qxj@Z&i
zLUMZG_Dm4A-$57|ZNx1Y$NVcmSIaIPyLxa*$^j}ERtM7^zIhw}06sQW3P(^nW7loH
zHu&}Va1FfthTHwd6q7T*D+^d`Ba!E@*4+}+Vx?%2jN}hFr6&h-_nPx|&e<bvv(V#H
z9eMXw%bCafw^NcvdL>0G^#1@3`wxc!$Ei5RayIIB-~9&pJr5sn2?wq^eSeQnUAQOj
z;reg&zytxW&>pco=Fwx0i)H4)D`~`Sxl#!E9OEA>9{gz?)TUfT@9s*DwE{7ep~RiX
zew=+vjx=>N;?ST$%2uS~9)u7F@)`JWEfZfVOOGiJl$4TRX}48`ocpU%3iS{$6{{fN
z4uEjgXnej~{IKcMYsR|RM_okxglmI)yrmaKbvq9-p!>jo!XF{jf$<4gN!WYY>^M$s
zs0@sp5JuR^+ow(YaJRjLQFK%aqNQnds(ggFmsZ=MQYrCXDONS0=_~Go(;bfqK-5J9
z61goaZDT`kCv4|V7Rs<e&JIY}WaB&{Cn)76Id%Sim`H_9<~{^Pv<7wkOkh3-yT3vQ
zO~&W0{{WxEZoFtux_caxz5wm{XSO~)xD@MXNoY3m9n@4v2yqHd6}F(Xg!|b)bxYYN
zpwb9Jbc6UDVC+v%kHq?X2Jae<e;s;3``U2%BmzuL`I|>BWJrPrx5p<GQVB`uaC7wN
zKZ)z{#~ggc<n+$}04=)wJA6Jo8bgI5qUsom%H3MXNhu!U0r#@whY3K~>MBsc$HRfr
zVN+<%VpEBz%E<;SX9$jyoxIo4lCHfGjPI3jpjv(t<}NLG++KNF>=Py=i(ANoNadiu
zwwQ<*ErCs`RP~7L0Ml76$Z<(+hLW6ROL2He3C{h`U`_`H;p={ejco&8sEqr{3TBkT
z@J12{^Cgf^-cUnigYFT6ODYu^wM3=26c~zxfZQmcM~(mk8Ew23sP|Kv)N#6w$AZI@
zpdh4y^3E}^_#FEB^x-xhcaBga^YzyVO{D2~w)T!u7PX^M7}}vwnO1Ymmh#kug$CJ4
z(#t^ap{7T;fI1BzdS`;v>SaM}sZBVQ1qHTrtYGA6BOix;hdd2BazNXD<86mRbDR=C
zACCdlJ>Z>=<L-<N@t@17;4p4(d7Yv^nAc6PW+|~3kU0Y}BJyH(f(K17Vf#%ok)ov?
z4yfldSwb6^j+t-`Exrd|c_~=~b@U)Rl(&|TIs)68#tMmRK5Iz_{?(K3q>lP^r(=Z>
zGr&?XaB+{1q4ns0A@bwnOL>KdSb0r2la#3iNg$7r`HUQc-);c{2ooE6TVGheTSfwO
zBxMHEAl}->mbQ~=wBR{O8O}(^*o<K3aq<3~d?y1t@O|ykWn=ccM4SR9L`oZbSQsVd
zuo`(Jjm{FkLUX}vs47wv^)<v)BLS$XkbL&Q*!j`2T|fspUKE4W5D4JTVoi@Z&|6J4
zi~P00Z#e+i86qdn)3vt%3t+9sh6+YPj&YH(1HbFjso)EaDMKWTfwtbK(~XqjQ9ZsH
z+<Xu7*k_GAw_H+C%PV<nH~|UNM}6=P2d;1jQ@0E%zT^qgV{4IMeDAT}3?!(K1nzmA
zIgAoMrJY)d+dVQgk+*)I4u^gB>PqBS<N~I~5;3XQ6cEc}sViE&)c5Lh=n3Iy^D&_7
zGneMR5=vq)p`;VA^IaK8J(Psx`rz=5s>pg;5-^sTPC^)HXl*_7q+?RHIZ}xv^&_VY
zByHiH;0e=v5eHbDC{5J>7y{F9B_xrilVfO(cuQ4eu@5L<w=wkO`RhR}v~z%3ZAT7u
zI9rLwLJ%{<A9%ej_MatgJfnr>KoA#$&;T$J2*LZk0QBMFogGJ31`Yr_?YHq8_3NAr
zfx=3oO-slrT1nKLbQ#B79k=h>93V}hP^rD|Zwy#+j(pFZmK`JfJi$r6Yk(DK5j_0F
z8M)R=cy948HsQ5du`2b(Vb`co{{UvoraZ9Ps#MtN4aJohIiED8ge4B8B&{n7Bx6b8
z)vi?IG8Fq#TO~xV30N5Ew_S<bpxd_l3a7jIY|Tm3%%@0~OsO!i<1=aRxfW6u2s)7K
zDngTvyC@8G;hwnb-Xd)^C{iy8HF(Jf_Z3!=AgKeUT~-_<1dWuesQcSzjOwZ=g|lT6
zBxq#Ez;6&Xna1TcQSN2+N|1|^M4p5YVg|9!F)aK`@=}G&#--er$&X9EqOi4;g4!cj
z17SopAzE;mN&qFNjx}tRWN}b6<yGj9Nv2fTkp`s^^)mb^Y&grUtt6#+ONmBMbma<3
zDOezaM*Ka~`Q_p@r75>xVmZmlZk)*nIoK7gM;j6d$4^cgYsT{CCDgX%UChI%yvjpq
zlDaGuNK0xt2@j!=`iG*5@}E(@D}E8e3YJxxM}!lXX$DLkNZ&(;Ca=6O6r83?i77B-
z7zAl}yo>e3;_zqTItMwqg=#^&%H+}HBvmT0n?_csY#}lflBH@$L*DC4JA129PI5T(
zK~S}=&Q&)^q1iNeGz)G7Hkgl1r?i;tGFSmBIup@OY1ULe^0K49T6gd@&1wa=dD^uZ
zGh;xHGJ?7sknDuUEXsMNlHR>aNJvwyY2VauzZThf^Cp8*j+Uip3u^%?)w=VNl9djr
zAoT|awm}?LTS{$26r8000Q6@~xdCC<eFhYjGIEiaD2{SuX??&T$0M*9HNUy%SmoC(
zt}D9Uq9Wm{(V#ADYI@yqrruf-3X01}Q-!w1R<Mu>NIvl5zwE!ZQ=N30f)!fjt&>-!
zA>tl|5=By-Pz>Y+B{J6hgn6k*AQi9^ka7nS&8xbNA~B4}Yshs9ZPwjTTW%r56s@%(
z&6Jg-;YlL|5;|v!!|^-edAe&=Zf0_&g*wA(etmw`WET{c*Y7<lln`|kq?IXgG@ZWS
z9XMh`VEF7#lNPul-wE>55AR%n8(vc!taK50*GW91TzVVu!Q;!6J|-YD9*;EI_sUs9
zsy0<}OAXW-aX^(A5=lcfMgdQ{<b0?CHK8YNCe(V+JL*XU;0;;E<2#IXKg9ZP`TNlM
zfl;GXqSWZqr_pOP$q8|Za3sA7Y*{QT{4TVn-a^o^g(p2h1bW+tB>vZKYS}cnlul&O
zAafE7Mo_~QQ6SSR-dYk8lOjqru`PHW^4&(I9n?wOwNz<v*vLD44Wm#&kVimmiw*H4
zvIlyMqHiKEXdvsa%b3Tj$hFw0XsyjDC<RJdmF|Ey)K1A58=XXfjFYz!`<OmA{4jF9
zTl8zcn%4As(`7<UE}Ez76Jn_t3ldRHZc12CIT~D2Ro4k4JbA3~0rso&H=9&vEh{RX
zu3FpE5}{O+3Z(Rk^yD3kWK<gRJ(f29@MRui)3TSH&1%iOS1IS;mnCmH=`KAX*OueX
zsYI16#}=ZstddHKlu6D>IXP-5Qj<BY9%oUci*LEx&kk1@Ns!8OUP+i20K~!Hk+>UQ
z9+mt@c-ruD%nDrAY5d2fKP07Pr|NW?yhfUP3es00_(^CIR1lqO2~I&#1AZE>4c6tk
zQIg%+O!j$Es_ij4n<=%25c3OOq`1k+1+|PVBn&Ae5Udf$ntP7mZmI<}hp;8Q+XsH0
zbFH_m?oI|yMgiDwo;@J)GOtLpEt@heIk1S-ss%0=mNF8ynu5!I>UP0WflxTleY26y
z@iyuyYFS!DwzWYs77?_W8tWPe$6doJkz2!;uY7=@Ko%K5i^TE+meV-3t7tULWM#xM
zfrT850uD*&Gml@ccFzu#JD60<b+hd5Hsp*G<`t4t?(L*$!0)m6?t8+x*WS2o`#gfA
zJd~*fDCHWnuqUQEbpy9!!6jnw@)=kU?!7}LStoCv`Nz*W>7BM3K~fT6Tm=G1+ykiJ
z)bg3OIk%lsT~r?uNdys~(j!eoeL7CK{N$GW)|C=k!-3GTm4ojCw@e&u(EPr0!oj-H
zbx|OyTkbb4Z6{NT8A8>7NgdJ-Z~+G$4*T&$)-Ay*p>R^8A;O^|TWQ8sxGMLDQ`jD(
z*F0QjE16t)v6O@qw9{>*0-{tD0yPW+woXad9+}2Cjl_|lu!%a61Pcf=rLAwJ%2&hS
z!8wEhw2}nJO;6qAe7b5Rw$pMMk0mV-P^TM0w4S+6ph`%<-8es95%&w`nu1oHO`#ia
z?xX?n=ms_$dgO1y(k$kjZ6U>^VIY&J3~Y0gk&nyQW5NRQok^b=`ggRphuv*RP8>*c
zQ5zJeI*9mz@b9&3)-pg57cd3KrM^STF=0Vas}m4l2{8cmzPjm#7nxTaXK8IXmyp}h
z<)P##oVcAJg#p|GkaB$na(J(=6<q7NEqi8??YkH)6J7RarWaGFIDzkJZ%|nn!9M0U
zAS+Qk9r%H|=W_b#mqT&+QXX4PJ%z2*x8*#Xx1&(T6}ZMu;DMd^r*9FSBzcha$NMx{
zwMvzrL~X>h^9&|RrA$}6<IN?ar&5Fj>HXl?pN7>qhZT2+QwoY&CGiIvBP$IBD3TzM
zN<zpHB$J?v94`%`q~eukmZrTtH3dE=T>%+0Kpy&$n8^~6uCfWi<yPUiZduRPYx3TH
zL&^m{U{-{uB!o7f@T3#4JqF~Q=YWWGsApsNWBDJ3=lrAHqv9r=an#tQ&9`dtUXZZL
zBg}y-%WXs-c}}4TZLly%D<gf5Mh6lmF@+?1u6r8P0ZVWD$Whp1%t}%dj-K!z*R1Tv
z9e0oL-^RN@{{RhfwU*UR@*GG`QviabCoohKX^WE>;=5hI8|?QNO&vEArsDMPqrPsc
zokP3^0Vr_+O2|?zsgOiO<FA-T1_#5gKS#IWx#RA$+;;8j_0RD9dU4s<kFo($btHgw
zwnL5JjEp#fr1b5a{P+wAKbZQCI&f?+eRcl;Ok56~A_kgcmO8-liR&f_zPek;YBAg#
zjN=*oe_lTDANBhB@zK8j01SNl{<{AF6T_tH1V>Y}O^M|e<<Dd`-<dKwfw}1y+Bx4H
zIM3JX_4DKIe!tTg{eNCQaDeHk>!_I*gXlH=2nC4|7BkLZUTz1b-0_(>$G{Eu*nCd>
zcS4CyGwYMNCq1<H+o3<paOldmN>roR0hJ$s19RAX_TPsZk3ow@Wvac(G&a0B8kdkH
zNXF<>qpNMGkZ^ZWcLT2tQl`M%9fvHp0P#Q$zt~<hw=5-r5ikKdNCrR`A^{e#-<H6r
zw!3m7Ia;i^s1#-va_YU;<*zwQ5nDfasEsOKG^8H8XN@a&8?_X-3KK#FA}I3XL2KPf
z3ER$mkN2-RjHyH(xJdO6aa?liuZ@4WhS$3m6JF$Y8%Y`hP%x6L4|trCPhJygQBfZ0
z2foB-r*Zjo8*hQbQVbl|^Mh+?>-3lya#VkGm>`og1~QGd9ZV2)0LC^2NmyD|q^&B-
z6on8$&UPVNWPp8k{7#s!OimFkEYz3>c=KEHaq3X%9&=}M4uy@$Bp$pHC}4rmeq%j;
zC#T1a!f<nvf1l5;f2iSLavu#k;8wCpg9qs|)*#NCUMC7*t7>RE%*q@3au(PX2zvVh
z-Wh$cf9_P^19S1>?Y&Sft@uihSB`<J&8I$>od`L>b}1>6$vsG0LmT5Geh9ew+MQ+4
z^A9+~sW}cbwV_*lQbK_KUYOzVb%J!g`atM@J3!wN0twLSAjIn*1H9jyoNBE|B`ZRZ
zphzij6p%(i$RH3w*o<x5@$?gnD+g~(5!bjUAfM3ee4C0=&>N`6g;i*5OtumvfzbJL
z8qoSq<nE;m?niO5QEpEfqdhW=;TyF)nQ?U;y~o=D)S%~Lw4FQWJMf!C&z{<I^4n1!
zK$)-rn7=5n(ql~lAc2JW=ssugIR5}XCI^JzPxknF8(TQWz?+ZYJ8z$#5pDZ=q}yfo
z8*XfHKo3B55|VN=l9tMyK)@u0p*S6Jka(3|5)-WR1teieHmFigQb8i*10e1?AH$0b
zKyf;PX4`v&_2)M}mc?q2Lrd~cEtH)uN!xy!3`{hqI0K;lemn|7GmWr240Zi}d~{1E
zJwBMg{5$<VybNuFxAg7l@Y~ZTi}=gOBqJXZe=pZ_$8g`SN%(%hUYrR-9}ngJXW_tv
zvIf{c9^a3C`RnxH!GJ-sI|1?A{LdZG(ds`F{D;T%co>$z{{S!6PaP5lKpO&nycjSU
zEgbF%`HT<O>l}7U2l%)659|8*9>R1d<MZ$RKZhSe5)MZGgVXr;^gTT|KK}mvuz-UE
zTz&fEfM^m9Fg`yl^e2C(Uyl%H#~&_@X3eBuaATFqwWX>BNl0%}jUK4B(uZ77-$Y7^
zSxQ0oP$oK~gp<VY&q2@*gRtUCcwg|@Z+NJ@uFhB8+uL(_Z+EJGKJq0_f%_VhAs_-n
zkSaA6YHX-rhoH7FMtH4Oq^6zKF2De7tmYYhaXz=j$^^Kowi4WCQlQB(mI++{0Mjwd
z#+dRSC9G=Oa8GPxcNqPC91uuJ-}!#MK>T=ld7oj`d2M~(HWh6eYSwkjTehk?P^6_&
zsI>_c_nd4f1$j>@IdP&!?X4>B!$~b6B}3Ea=t%wpjBr5!jSf0M2(kJb8&16D-m@lf
zhpREE1weEMJx<-T+kO2Gaq<Wlub34?t2i3cM)<+VB#)LyOmxT_V~0w6TANt-6M^`R
zyY?6yHWfy+ya)#%o}Kg49=(1Cee>6ZQGqiN`FU-Jq-G#Q&)?kJo+K|cd0}sJ)0T*<
zH4-Z~qzX!&q}7{35hclRn^1O}F~oqU;mdKgASKOS&f|%BtPr%WnW}o>y6X<5NLwp$
zr&~}u+Htk1D@uXsp+P}IsK=&wy&he*?FPkdbrNH#F=b7BI&}LxPK7NgR(cSClAwAL
zLEk)4ZTDD<Q@L)6j6$DenQ&HQ#?g%mVcLw9vQw}cRDzWbgoE20W<-;e2nsvxu(u)0
zow0gg0et~Hr$BcyphU^E8*)X}YG`38_lBhql#ho}eK!2EJ{(z}*=x@=^245N)1HSO
zT??3rquG^-D_R<nNqT)vD5O*xeb-xIxUE#2Wi>Q9LVbxv@Zwbz1yp@PO5{xP(Uoa9
zLO{vXwQqnj4hG%801S+9{qllkV%wVnu}^TYV$|A@;)2Rlx0_|vFr*L(D2Vb{%D&)v
z&<6P;MxAlDP^RNBP|6OIAPL-#Vszhe6RjcEl!txQC&mTgG7Q1cg9K_O0hojO5Yaq8
zUo{Yg%aKT=woc*sOO*OH?A#{ZX+(70^zWVVf?b+dhKe%@LzTOte8qqY*{8)~5;4@I
zIP#`Bjj{Jr)DeTnj`?3|FOHg^LJx=wq61+GLK94dZ&S!hMiMg`jMh#78OE%f=R75<
zo;kc=T<IvSc#h`emd?s)o5raHg#u2-JO^U2jE%>af;x<hofA=9=e+708h8>4hME(8
zf4%jbXQGmU7Y!}qEPK_EC&*az@Y}9Ex3SC4NLndNwS`fF+W_mY){^t8Am={Fxd?53
zgb2hCF^q69^OKUcvt^npSbb;&1Y7hZw3QM60HqGK1(jnRL(3QhjP1vW?qB%7=gpgT
z(QZlH#=I`rH2ICYQnxNEilb1aR-xw-AxUmx<sqW;WQOH7(S9?9F0`Pe?|9xCd{|jt
zBjQ!#QK@wsZs)hzjV7;eRNi7%VM$qKx`i@)aN1_XOn?}Yrz1vsGp<JtvJ)Yts#dAm
zs31R6P~y+-sZf<zY41k%kWMSqRKG|Hn53p{yGqiW#U?<!giOc*MI;R|Z`FSlF;WzY
z4W#Rb1SRUM^fEpK#)#9WZnzRbKBF8p^=}be#i*4gB${m*wR9BvduwzIor}|zEntnX
zQKL8+J$PVJv!op-80-Fc`f-J4u*c{8xW0-CM)YMWJl87!0JxAo7|L^rS2?Xh(m5g#
z^GFBhg>_o@yQ_*(s@#>CiC#*YcA+3Kzg#edp@fh7kk|u!0m4PqsFfW=oE(yJN$N=_
zIp3~(=hX3{mx1pqVZP^oPX7Suz*Re+jz16A<He+<DG-#UBai@nJh4qnTFk9VS>~k`
zABiUzyr_Dg_36Mjayo8sKAWG{f5VRIcN=v1b;kYw0AI&~_a0kldBmq$(9^4J2VkcX
zg((R;kG!A<QP-&I9Bqb+kU8R>d~Ne~pM2i2tb2N(Wz%_kDxpuU`78eHyP?+NE?a2;
z{`FMY%W4vwBM6pfu;2T)6sm3Jq}q&X{HEl{c%iid!(nO-`#QoF)`V&Rd#VLQ1C?Zw
zPEQuA_G@z5%JBi>Gn|&!JE^q`ii08pHAqVpiS&YRnYB8Uh|Rq!nJOID9H~*_+%kNW
zyX88%cvGOMwo}4`?S=41VsaYU<<~bkKS!w2t%=o1wpHZ<RaT=~ZY@>#%c|Qm*^yFy
zOtu=9%u3WLL2njP>lE}LrEiq0jeW&B>YY%G=0N0;;RDbJJweBRNYWT#3?oK{RdXsJ
zD3hkSr%fU)iZ%VFR8FNG`js5~I}&~aj!T@Awn^)_IqUEwAItIK7P(5v_xIl$<JaSk
z{{RvO2TnLDpimB6-yPMGGmLH5>IQM0_=gs7sD4OL*x(KJ>GeI&#B}He=YppskfYF!
z+Z>Vb-yL(0&xGrhhS9Q=PBmkFhC1hchs=I?;GSK{9gt3Q)M*E=agLof`0u_k!Gi&>
z8ab*K=f+Zfp{Bf-Sy>1UvI>-fg%g0{3YIXe1*KnkB>*Y3qEHuAuEL`{OhwdX#fDyS
z8S+&n<gn7zf}{eHw^N)i?t($c;XyLydRcKTCBTG?Yfs%Ioyk^C0M2ueF~7_dDOEJi
zfc-pq(}aaR2`F`kR+pk^kX$UOe(De~u%{A~D@h3|C{PlIRgfUTk93_x`PhzAr=S>*
zyAwK2qhk@)+I;coPsZ;fn(*Dt-}YZaYC`O)MU!DQV^p1SZW@)n3ecm`%!46iLFo-u
zDU}HFx7X)3T~GnUaS0Ua$t03ab}HPDm-+O^7RAV~6MUiZzhUxqT=%A#*N-i#G?<qJ
zc9zpJ>MEupGAk67t@NwTfm&&Xr>dOk1@=g3w_1EHNSi(<d<*zwU7c!QJhii_b8aqW
zPxebLmuB7%P-*qGM`=>3;Z)Tkbv^{TYf18?!$c@+k2Tb>B`H!$IAVbYb~hfkgVzp8
zv~Da%m9ggtJfZ#~aC5LH_-*n2qlImqVcp!!xFFirRl8ETE*g`GZY(NXXCHfW?>!}8
z24h5Q61SzvTT$6SD{<5Sc(Yp<mR<ww>sn>)&Dtk2D{aE2y;p?}-mg_IDn)I!W~v~M
zO<fv|Y&k8ZsUgqW4^&yDrN8>bmeQuw<hHW;uTGzCS~Twpe5h-Z7QI@n4jlPn*|jI$
z_mzFrvm%LUGbVKDRH*FFiu=<h)ovP$i4T6xsYGGONQvzeTZKAYPAEs2e6zhdMR?V$
zJN}CO4&$S(36UAaA?747`gO*gPnOA36QD|O3u07tt+kCwB`zVvA-hs^s~Sl`7~246
zx6};$_8W0}UMem6w~ES5CYxWft*%}3AC}T;4pup}E_{d<42wau1UnL3_t<$YKPIN@
z0g5X#>u%HPO-?lVlAyaG*C}f0v@RP`Vj$cUne^4lWXq>WlNLh}s+98cvD&H9-F>En
z+I#M@>ROV}C@MnGtq!4RLHGCfY(}Y>h?`CArRLTLL(@zn)(8Y=U`7r$DJNsMr^BH9
zIKPjx*7I`v<QyAm^6bjRg<h#z?IkHw&$&yJ<yGjZLJ}0U22(yn7Lt&EbrlV#?i7jz
z4iG%II)Xqy1HL{)oTsSV<BPNVFKH5Oj$huF%BQ~1_Lk?5Po}bm3t~DgsEbS029^j?
zUzH-N>{Tf^!*G*=b*Kj<NsS`*^!w?Coqqm4rcT_kWs&XqkJIPX63YFaEA7Jy(n0f8
zmA|+CiAZfL*l90gs2~N66-Zb}2PA-T@%ns@-Nz2qh0Pl#`bEoc!KzcH)~$-8P;Q!g
zD{Ie(GOEhww<1d@KYD2MR$VF5w~+dE6|}GqsrDRIPL)-Xy*B+Vw9K0FP78@D36BAl
z9<pY=raJ?5B`Png+-YZo-Yf~X->$!70f-#;_0l)<>x7#$Z`styPCD9CCUa_#RiGu$
zWh+pQ6s&5)ic5|p93;2pENrk!M)bOAHWjy2xhpTW#9Dl3UK*4VryWWPkkesAWlAHb
zVd`*_=~ZW<Ytm|SR?Jw<rEe$_mZL<9$_A9DBnIQfj@l57M+j{I9)y}R@u}j1E!kI*
zZ`*RzZ7L(nixjl74Z~4r;ZCG?gwueiEkjF~Le8YN!BnC|erL!<giQJL*3FQ9{J&9!
z>O5|9j^gJXflH=bvZ6(;UQ`=;mu=IUVJVeOs#PM><%*N8H1wHlihIu)CHD(h3i8`+
zMI|?R4ocl^DmxR5{0Yb5zA?9cql!2CKD;d4^;@!?;yaoVq*LQUZRdG=L6*wekulj!
zxg9qP(cS@3>G9*b=%gWO4$FPPQ1@DDJCZIo_P?#pSz0w)zUG*Sl-g@5QWL2m>5`TY
zkq#;pr1`QRSki>&0U=8yB_#03l1Knr+ey>o<!OoPa@Kd{w)WS{`856`xu+W2VufHp
zlG~Rx>nF+)2fphxMiiCQr7bB3%R*y^LRRLKm4tv*k~oboBXf_3(DwRv+qVt1sW!RH
ztH$ByMb^TZmtO`2tp&oRCY5e9vKdPWP)?M-fZBD0B)U@j*a(mSbXEpFc+cQ|yZ-<#
zH)t6xGnmY{K_Kib5+mYAAV#>r;x7jt2u;I4rg^BrSHb}E2L%o%9eR(?_0(_`V|@DX
zV&Z%C>~Xlp`~0{D;y=jx{6AklG%=rm3K%4QA1*j8I6njW#{$+eGwJ*|4!)lw{$J08
z^qsZZ)934djuw9?=xrzOrz{68<n5o9Gx&7lINKyBW6=J;KhKQeARPvlzd{evem;0`
zF>fPoxlhm^jw-kyB=^t9{WucZGo%b;_x%3=06&LJ@Nsa^pP<#}QzU9W%=Q{^{{Y)Z
zSk}Y7nOj5^0kT#UoO`(73kmA2_xC{c8*lO7Z=vhkKQPOfTo{Y<{#VAS1QG~>3=nod
ze;#<~gai)SyPxIq{4<Q>j;Tpk>-Y}-oMKW={lAaPj_DcL4ZHTn{{WW}87BIh?Wg7X
za>EIcBTkblI{_O`<LP{S01dlu*ZB6|)8of<jfUHw;(uRGK4<{veYos|_s`4q{Xdrm
z_tI~KG5`^jz(|8&EhhF6w>a{~B^&$QKV5O1xa^dZ(_l9L058LgN^*W!{eHjGumB7W
z558Znzs>-|Bm~JMBS1+x*KG;Z2@z<K(-;RtkLmOMep~U>BcVI=+xZ^9uZI|fp1!@m
zhJQSMJatNS9=Pw*x5J?Hz}v41HquN1$ZaRrowX+ny`&84xCD%;O`w2GNZ1?3qn^n|
zFizbtI(|P61fe+hi0k)3{y6-Gat`}+<3!-8Iq9~3Ab!6OLBN2LqDa_$zlY1e<HNTA
zOh^EYq5)S}5d=o&#|<!aGvXjy%QF1UqmbnTA5x5rlgB`iIt~8-KiA8TxC3F(an%XI
z3hTDRuThQm?Vg-U5(VM}TR@}Bt?W+Qj37*&Ls7BiH@_qF*B?@WfKP4C`-9khaq-80
zP6j0bAQO(c1GaIoIVaOTzMJjGG$5R09BrKR>(_qx*yE>7@<1Av^<W%n#&N$*vAF0u
zZSy+;z;@hftuztgALcvh)WMuQz<@n=JABNJUSm<KXC(B-G23(B9mwhQ<GX1}PWdF{
z4^Ez*y>d?295#1vHS9YnYi6fdYDDIetkWrD+h*$nX50uNh82<l5?^SJq-1XzZm$$|
z>3(AtogN(-lc*wW^ZQ1jq>Ke6vE{>ISRj<C5`tBXDC0aeN(m+nt>J+pJ$|u0Z!Swq
zQ3WCrU`g6Hn~&wOIGr!ahY5!zPm>xHW`R?ZB|O}A8vti2b>$@q7|A6^=hKE>>hTfE
z`(Y0^9-{5ZJ+!C@)HZ|6Yr)yc?-rr~or;-T#C6cDab341<8$3FDn-FvsZ`bpDH3F@
zOg2t%8H|#c?Ep>!P})Xz#>0eDj;!@jI=xQYd<F)3cI&?kE?NKskvh-v6Kyxd$zUb|
ziBUTX3q;8`h~xpbB=zg!!uhNv*tW!Ywwxt`pEaT<RFsXzeWCW!%Veix<;Nu?`-&I@
z#ER8MT}n)ev!uH+WT#f_nJ>7fUU|jjmAJJMN|Z^?bG87$z~i)sa1X>D`RSjgPfYKR
zj|39kI8oa@ch9Kpo|}L(kUl(Dab(z%VDA>t2<7Q>rz}}*2?PKJpc5PQ`oS^jI7d~X
zwI#LXAe`(^&|{`gTmpN1hYk9et5M%nicIMcoN#GSX=EYP<bao&IcemKl91w55>8Tb
zGsKUuZM#P4t_pqSddITq{_4G{_zz1m$<A16Kq-j@zyKln>q{VzQkN7o7dq{~`76ta
za;^SN+D%=T64_j79KyO|s-~#xP%XIS5)_uug5k*xyxd4JlC3KZOhHQch@mP;&Qbt2
zxRIrR)K6Ftb;YphNeN08rD<fsK(?wj7S<%}M>_bcNw}pIrgcJ6&`#}wSwY78wt#`x
zpd%ib7~wXi<+q(LIy2Wxiy0X`aDF*FJkw~EN}H>F_WZXUTAXpmaFr=bB}zV8MnTEW
zk`f2_aoDxnMJ*>&?gPGZ2yG*#Ny+W;JNjdBNl8jc2{H#vT1ip4F{Jt1edqJ?!?9&t
zZq;ct_d#v<8fBRBa!MRa?I9>}E}ZVA6o&yR-75#acvwAjP@&3hqcUY0B<eyRX^Aea
zhiAg}w$daw9ZnUx+p-#MDOy-SaZLh&?x=$r+k}XUP=_i*C153H8}2d{gV9SyfS@s-
z@pZ^Oc<UO9%ANB{6zY_sqPGcgN>@@;rDaMza&v=|-(ySgZ!Ky8#e@<_F$75xCP$R?
zn285PHMH%aC-CW8!U0iKpu`Ew7A65V8^Oesre9S1p~-AWFS$#O>rSyyoVQy<*Fqc%
z@|k%kT3SI~l!aigW1tR)>bYsK&|9ap90RA6l(Nyl9an%=^lXfG#t#flHIT|c&O$%{
z9mf3t&p-&+bl*F0uZp5T0QAN>-~vb=j{QD-UuKvzfP$qcB|w=b<xwYZlxYwIV?Ls(
zZn#`hQWSECLI43G1-yql-u&>fk#N*yf)L=0o}ak{D;dt~Iaum5rx`uFa9W2JR$Ot#
zDa4SZxK_0<UUpJeqpMKc2PYUf+ky7&xm~&{EK+UiT<XO}Qo<O80yENISvUn+8A^%}
zoPxI(hR~2ps!B#pf^vJo6YjYZxy_kjhLTY8c7-+kyzsyw6^f%uC}jkK9f?j-+$q@3
zXzD<|(<Ip_w><}`H#YS+%6g&-N|Y^fE=e~Qoj?Q-NF0fgWcP%tr=E42o)icZs?|<i
zL|TzukzGpW(%`a&PMEaW($BOvJxlV^)JSisEu~&`h~boyt3Fd8t2pR4$FKDt(Cx=6
zJqnjVr^TbuY4GV(xD5s&)2ZwtG+6B?qFQAMN<lw)N;;O}iBi<160Qx>$R}~PVZM9x
z{b#QlNJ&CKB%5AM<^_h)t}`5SGNb^J8+8JGeun^(z$2&d{wF#5anVsg9XoH2>;9Y>
zA)FDmJ_B?3XB&^}jytA0j&?o1@gw!}?e*dOzduOp^8Rtn=gRYcL;Yg}LOI`W*W>ts
zw`0cs&(M_pPBHrY{Wv=@jz{t*A5upf2&DQA$3jkiAFcg3KQ4ReG559!I}$y7hoQE|
zLmFVAF@PJ5{{WWX50LHY^BCMxLBRYwW9#^CeE{IZMFZEcI{}}^f3ExpZIY02zTG<S
zzh1t+r+{_-Uc2+S_+c<wn4}Jxe_n%8<FaFI=t1l?et93jci_=1fHyn$*dM3Mzt6uL
zhKU_AGwY6rY;XLJrranRZE<t7=trdAk-??DoUQlt!D3_o0L800?XV+kXCwLjcF!9a
z+w3v_0Ed4ryL|q98F@!L1J@_G$6S7o=f^<M$8Gn)9W&eM!4v1p;rF?*+X*_&qn`d>
z92O;_2?GOfy{8AUBRhln{#<;}tbi17ayt5Nx6>Q{03MtV2s`09-{aHp+aI59+4xWo
zO^7>=-9A8`$LHUI`$3*wn%m3Qt_i;5YsSB?O~ISsz1FkP>i7~)llc5Ij=3H92Bx}_
zobCxYBoC;@KE3{&9C>5|k(`sB{{X}1x8uhZG@R$&9-wD%J9PSQ`0c_(k@B_g=NjOj
zy?X6}HyYG4f<fz%*XA>@9=}oBjy_I67#Pkmw@$}y!}0YQ--Goq6gI{;z$1L*^*a!A
z*L-K;z;&`xbGX34-y<h+-)!{hx2fsDyhq<GI4V9<z3p$1y^iMujzvnkpmg8YJ+KZB
z@z2+R)au1{img<-wD@WN0D+lKhPNZ{GE`bn>_U)r4Y%Mzno@ToAwUhjMBw+&(0zCc
zruzH1#(I7quKvCFLIJXXK4RNi^RLeiN|cfaQ5swlIY^PqrkGem=FQs^-JFVjU7xyB
zE--1rox%O&Wj2CO{7Y%VdxO6QKihs;)>ad9*$%>W&77S~Ehy^73W}qc5<+vnF!A_m
z;jnR`^gTW~^aOO+d~@~S8;k`X%yi$>V{D&XZ}QI&ns$khoQIkeQSuhoOJc%moq!fX
zz}aaF(m8^zvmjgG@G8sYHFTBR*P7{$uLTimOG<PojHMo2_Tjp)4^W9N9kG%|cum#0
zJ6~ZT>Qu^YUOKW{TTYnEaXpAjp-kl9^pHl~cj38qI!Ge`W8;E*VDF#d^zFPEm1<i2
z%56$?6Q~_AWW3S|8+*t~f)qdSq>x6~Jvd=$(e68#2(yW}u-rk@<<wq4<0_2pNBNsk
z6aN57k&bm+TH&SY6R7i<Ks&k^Q_TUt{j(v)urr+Nz~M5}dY(!!QmtTQj1j&vK^Z-F
zAJ2zcFEXy!UgW3aRNDjYOpcJf@HcgjC1)TF+}G6iJR327+VvGA+;*EjVFO%<h-LL^
z)t_`MM|~js*#Y&Fwh7@2k0Q%#C<wc1@`wiWy@`qCgviS5mz0BRID!V#<4lf!K2wHF
zvZW)<bKGd`6|hr>BPnbUN{9pARy3evDkPvEiIVaN@*j1dERQS6ac!2#JwZy7l@c;l
z_le&pZZY>(>VlL2N<c~*NYa!b9Hl88Ff-Gti6um+<nh26IPcu;*RRv%pH3f$V^gOf
zH1ZK>9=h7tH8siQDMX;fNg#W|pu!|9q-O)#J;_M}7#d$1Mld$O_|)12g<@P8^wq2W
z)|&DrMg)>_VazSOFfs0;Z>|RgW1!d#&IjY@ak&1xX`vYk#*z+qImpg81o!QYzCE};
zqeH&mrVg81&;c3%1kJxY#t+p;jVU^*HM(rFR-~ngj+#`wXDI~}bVn*sA9cBF_qNH{
zo+!8LesWoU3z3@vPB}5ukqMR?-EtQtA#E0t27SdWtdNu?MM)eL#-}}1eK8{?B#>Nj
z#hop(+7G_#%IJpMP70KI><7KK3NciZN{EV08e7f7W#2LB2_-I6BoyiM7TSuEn9Zjt
zj?Y4m-Z%@2IBKMrNsZv`5xib!<b1H;QZArK(19eKBanc38T`Rbs75i-O{MEaJ(Xq0
z9QR+SzLI~uzB;8NKi%V;h7fW|aZ5ZEi~-l_jQ;=~v+@2sAF8m47!?{#Hevq&8?CZn
zNhi9z=w+mpgSaj<;41scBO{N6n|4l}5^6NHsDtImX}W||kUE(R81JA1*v52_Gm=5d
zlavWM*!-u`d2-NO0)iH#<xEC{LAB%?X=|P11Vuq!xHuWW$vMwnm_N{gjPcMc<4748
z#!tt&2N~ZZuVc3c%eUq&0mu@m^&}pNhb^-w2W{a$<jT$t;Vmmp4o=zNp~fXeT9F}_
z*ibmo`%7s@83)~3QgD77A5+(aD+1Tp?aR;WfHI<@2=J05i|jYJi<7a9@rqCz5=W=c
zZH9I~>&HnG;ZR|_QJ%6CmdeuF0#x`5Ne!h4Bp}FrKp}v&r70>dxTH3fEjqNeBcaNS
z_fXp{p=)7<s3*(~0$q@>22&lJ1vpRNI7&g^EJed{POnUTZ#<z1FRgK70i`(IB1`?(
zCDeBR0CyRpnCyZ>(j@sGwV!FU-GJb#O*+|sv^+rzM+u@)p6~Zp#41n-Sf-{oKqWtj
zs0n2!Cw!*=06@R6PxdC`{{Y&<+DlGxT6*3Y?1!>7bhTZ+?IUUKjamUq>~>3nys%Qf
zHOAW+9(A;>JRgRs{vh}-egc}b1zM>huQl0^<vPhrO!<m%FvujKpyGl{iWw!xG^5OL
ztzovpf)ZQCah!g4*H=~XD$1TAUr_B`ZDa0KRaCs9w_bVG6}aNn%}OS~1f)Vz0zd=$
z{_MYH`#spM&Tvl1_D_UR@D9y(bB0oIeh0z0Yaxm*8^dT>OBA%U?TH~Rwt<;zD|OYC
zI`Z6gYg)632gq(t#pYc~p;5VEdsUlBZOHQDIJKdw%}v(Orm1dd067h&9QK-%WyFUX
zRCudt_9ecQ$Id0akK%TXW?RrL!^_FvvuRNpWtCBDkYAfE{1wZT<VuVxL_s1{g)T#@
zT~GIpI;}+@XO7$1qg|Fgs-mjxcM@iUhH&+wu?;@U?zdf5(}*<m?y07nLsaQs?VnT1
zLRN%#V=!8>{JH(Oc&E4OZ(zNq;Gfyku-sF%{kQF76+NG=;yfpbaGEOa$#!<OmDc#T
z7~#~F+)9GKiSd`%QQ_Prju6#NMI+TNaV2+aqo+keZ=c=^xleM^pwn$$U)z+rq{$6L
zYDGSp!!0x&P(qw>4K$D&Y$&+1fJ#zIakmn0ls+0cQOUbLm1$5d+HCblhaI||Mtn9T
zy*f%$m!DEzZD~SO@|;pzKnY4tHzOu7USDYsBy2P~{nKP~vYg^lm9(YU^x08@#zK<S
zLKVp-3#B`Pwx3&I0#dV*OvdFGHSC^rSo9uZ^7^vfUf#H3CQNq$2$c=wkeM{<oKU4I
z6-pDqOiYI1*2~CHB#kORp;Q(8JBl#fXAP^RuBTFeX8kLzyxb9>Q)GZ*#8~a7KaP&n
z_B*ycg5tG(pY5M!`1fUa#XE{kUkc;=I=6+^Az?%k<vm+%E((DuR#KHoDI^hv6uwb%
z%AgWvShl<V=?7IB0LUbq5QY*m3C?kx{5VEV@Z-r@iz`)$MPb5DT!xtt)HBp4*`7jE
zxjTR{jj%X-LyiPs?bADC@89YN=f<hYT6+?6xb+#y^#1@c(__W#a^MNjb(p=!m!6}~
z40KNoJhG=rZe1!Rew^z-XiOWb;EsfyTDD7b(l;PvbjC(FT--9~9J{q9)oV3GQ)tv!
zk4lp|uRX^S)OgJ)#kl;rj;+FkAtb3wSynTQ?ZS%Tx@k6*Dxq7i&yP-|(&D`?WXTSp
zmYQXT)Z&R!$jQP^z>-PF&&$7$pC2~|h<g1;mi)bwCY8$Sbh8=7M_EjpvP&x|^Pf@_
zNT!7VT8;=0kQVM!r6j-w;6RzYTHNCeZ;Y=KH6Iil&3YBI<d*Cj6t|;MLc-hqq?XmC
zb!XX8CA2&eOlI5xz{x_LN?cZyz8(xb99KE9UWHO!IoOtsHd8LuYVU%SN=s@=osSnF
z2OTL=lAxUVVC7gl9v%pM3EkY<eg)fhMVUjfL+w7dU1YT;w3gipF`|`#P{P0-Y@84h
zqL#r~$n>FMSrjV*fd<>QsnMyF+Is<}<Htf!jfM+~#_L+h%GRu@M3PQ-;1WLmyzng|
z$$~POCf*`I<p<>-k;ScP(d{ZFHiJcm)GBp4Gcltu+7guLX(1tM(h>`c`^#1dDp4mq
zD^aBw>4EO;*W`buem%J077&rEaz0xD>9%(KusG(oi6HNQbKAKC9lCr@JMf@Mj2JDx
zuR1p_Ec&JAU3EUiO-nvhG%2wzr8W1H9t|!M9$QFqWcf}t8I-BSBU^z>S{q8%nt{A7
ziiPQPS1zidNSj=!zd6Q`Np3SsR*0~eBn24oBB6+J^$mVQ4eKgaNq2l#-;=KHYg24k
zvfVb<Evao)Dr~mu40-pR$i`r|A++R|E$e+H_EMz;rFR%~x2?7uOn&3ykL?B8<Hh?(
z&t~af&BOaXfNBzhD0hogCSF>j-Zac93?goYE}#g`Mn9+j0R9jE0NL3-&b^FrUu|4}
zhnBlp?Rudo;I33PmZF2O93A3{7TL@Knol3%$f@GB8A(M=Ehhz862K*OW%DZb<>9Cc
zLb&ZEs<Pm!s~AOrGCe^w<;Yw_NNRjpAtAqNl909wF9f{3E~M!xkhbrO>y{f%HFH{&
zirR{>#EMkOG#48|N&zxjkkxIOPU;I@rc(t6Qc@dEf~CX`Gmk3ZJ-h9HW?M@<6OY%?
zQy{5Hqwf<@M3S}liz%b3OVr3KT&ZOZB&exGnNo@S>)OZmP5#b4+-slW-qd}N_D8h*
za;3IfsO=e~e}nd#p%lzDO-h=c(eMhM7sl#SOH9Kw^vS5Nbu2K;Y_t;65`gD;s_|2D
zT->xaor!MLt=DdP%^HDmTvMu4rr}d4)p~;vWVsdgXC|PhT`#4TDab4~ge^-h54**K
za#qucWY`wvxY|(Kpi|jx^rub>p|tAlx^jKp@CGn&c=JEwyO@qbq}zPCrpa4!DsKM(
zXe%L?G^j&}wKYs(%?DC^$wBEQCm9SfunxzIW&1t+b6LFbu`P~TUX`R$xz}sb8l}&V
zR$DQezG2glW5ljd<t@afWl3=m!K>4Bw=FWf=}a>0MHf-`2ePg`+CI^CPM3^!nRM%^
zu6g4|rYVIomqOBm4Z8XguI#$|&Aha!q&9-rc0y%${#gG2x8JgFV?M>dv=1BhZR|du
zjWxjgFT(g+J*97p@r7~3)Apvlqr~c{I9*e$Cah8L?i*LbDW7h#rn03xKvlM<VW`EW
z){`CTOtj$v&nZP2+~k5VJpt}I5<89~=P#^O(=K`UI+B#lmX*iO03n4sSEnZgjD+XY
zsNaXx^@kbjl(>U~o}i9{J$m%P_3U^9PiYJ-Lr&dB1_H1$3H8TLfMo1;Cyz`DAP^0X
zqn<t?AQ(Kf`F@yG#|j9^2YvVS{de!jZ1v8-clGuBIOf8=&4*v-^**1j-3cAY`tX=^
z`uY9+?`a3<UO@ou@gLXuai+W+9@}l}pPx=JCmW>fei_f<jsv(<GlRG!ci(QL{PX%8
z7&U-CAJpn_Ap~#GZ}8vxk<+Ie^&kz;r|YNdusm>Vd%BL;!R@*0`R(}e)dXaaaHGC+
zf(M}|VT03y2_LWD#|-Z`Wu{9MYjHAA)73etcM3w(6w`Ta308tia_W*nDLbblej}yR
z0#!=8G{Iac9!i^t+bEeGw^H0Tn~V|UyyH$44=DSn3-^yxo!pDUsqOs4b!$;^i+&=V
zBp-DKBTAB^>;CoBgVgHAGs6h`hD)wI?pC*5am6dSQ;RAmC)B9?M%-&twxooa1H%T_
zxdwT3zR`@TrvjDY3W*RoL|SJ_CPj~&8S5&WQG=5%1lZ{$l(^()gJc4CO3HL7XCo;%
zJ&%41g3zS^2qfg=q4ftFZcg7J+#K*}8l_Z#2eHqY6aqcgq&k+!2Ouf1y#!~jMhMSt
z1}eEJ(3MSzOrCejq`+klC}3wYBPKkB6WFQ3LGF09zR~M$w&nMw>PU#!LTAv%(V#P8
zb^;CwGxOV~JMHQE>7FzAWBoCV?05L|;Ot7E$Vm^;<-%D62Wj;cDYUC23Nhxi`Bn#E
zApjodB=O0}6sHxKwYM1G?o^<yq>cJ1=x)p(4PHupZ~@)9w6d?r1N1m8%nv_LGdKI3
z6Yi9fJ>m)Lw*4{uchB?SdrCrR(pJ0$y;F$T$jAabS!*~Wp;w*q+vGUicI{bUt{bo_
zNXQt2QHJZpbr^`ZTAA0c?ne83INj)TB2pqXG9-xZxl)+&kn;|<pq7}1%Vg_F9aQcx
zR0uf-fG8@^dGgcaxf@}`8(b4QPm~`h8;Bx0!De<Hfc5nB>M{Luw;y-F1Ezo1e!ri`
zew<>8Is=k3s9^pCV{eyV%a54@xZAcz;lr?i1LezcajDbSo<3(MV0z=Y+u{iw&OV16
zVb1>m1CToGKD+O}{<zrS@%LeokDlJW{{UWx(~R`**!(um<EQ%YVF2s*_jsO?ZHzbr
z&<u3{0505pQi4#ez#VqZa(CON`S^|V>JJ|ee%bHz`HsW4ry8sUB|!J->FP0^zYhID
z8}JhV&XIA<a={Z3I{yGG$kP7+Of2seDayMql!U5PB9S2VIR*m_1CmBY8yLnm9ZB1S
zqH~@4_wF!9PT+d_`g|4FVwSURx?4DM*rfoiI0{o~aSHd2az+6=<Ygd@#|a^lQgPV)
zJ8pX88NuJ@(}tkP++5hjhTF#HQ*SH|0h-njlNX2~JM#wm&pmOvVab^LG2$}phn!JL
zTV)DblyzWWC)ab5e!L#0n@pr>Reo81QgtZNsm`Ht5_Ie)N!_UFDnIVq^B(F7Qc1ul
z&ej@*HB`X*SU%2~@5fFZX#~g(C(Tdq8bhDG3(!DON<xmnaGcTsQm|B|kW{rOl@dtY
zlhl)q$<Ez<9xg~E03tcu3+_ndExwosx-}bVs1N|s(KDd8Nf<qTy(RXXhZUA7@PWc3
z#R>$WC*3bPN|x&J)ma%o;T!Nzi~<UY$r;a5dXISL8+|=}c*GDgHXZu!x&9gBbB|uX
z9gcnnZVmn)PP6)9KqVtA6Sz8y>o$=eJvAd5ryykKbAUZ|IP2SU^~V^ooMauwGo6NZ
z-|_E{uWiQN2Yj6T_vw&+AD<sR?wvR5>O1u(eDv+YVDTG9z}RmI=X>sU(|N}wr71^1
z4l$kf{ylTQP4aQTWuzPcdJex*cOM;&I*tZu3eNjy>9<Y3ALp<mjw)$M1pA}|o~Jn9
z8}0mh@Ud-qT6G3A*nRT5Oq{WJ^N1N@<3p?vCiXL+B@7Y=L670axBz+p5BmOJ$AKzH
z!5JCPZ>IkMKHnjYk6r-k8gr1XyPOY)Z(q+mEu(3XV?8HG0(YONl9H1GAWUgCB_{d_
z6L}LmoiWM91>>f};s75b>z)hJ<fyX5h>KfJB|xFZi3>`ABW!lg#2kV;jt`ipy!PNF
z4Gb3_aX}5GApZcwt%=+2fJy8+amjB+jpln2L+_;H+MNU?BLhA|M{c8KtP{6Eo(Pc;
zV4G<ZZg!o1QGrlE5_(93ZEep}H@TfmU`Tc>^r`y$D2U>)Q7$VXsZO1}_aY@B52W-{
zs`80F6rwS}Iq~PW8O2c+%e1{I^PPrN<jiR$e$<5|zS>CLNeR%NnvYUg@|O87IJK>6
z&Pu)I9)rKYZT&XjF1O<>ITl0l+)n!1TANaUJ0#$ZNhj|lf)q9*97I}DNKqzrf_yzm
zjqk6Oux0`Y5+L}8y%08wodxE1+X;uBTGp+UqD~IHr>=9c!Os2h^x(2ma*_Z!Phpek
zx2Va_&woxFWyqyY7^}xy5>5y0I4z_ssNe<2j*yf(0o_VKLdolszXUTaxs4%Gp}5^j
z7D*Cg9F&az0Nb(t^`ngEQgn<G6~s~j8yT3>kr6ul{cx$7Ibtpdf-L}E;K;UwTYgQv
zmK;zyNg2-A#s^$v{d4MicHov%8*Dcj81J^kd_H;3al+PH3QClv1C-+l+w%DSeK+8V
z)`GGzgMxF8_|E>FzZ3BsNIXNR78dD!fg5z*ZHb!7p9w0Jzy#@Fl*oyX5C%DJaD$f>
zSW&?_>9#TGH~M2Ajxu;e)hT{@SC;h*V3GkOcgXb5LHJ`lI`Si-%#7gtz&RQ0bGN7D
zI8MrkfT8p6ob8W~uWbJSA_?;|;s$r<Bt%Z%ki_CZ%1nbZ1eqiY=w!vj>#o4!JytDf
zkChVA0)RW|PE(BhI%nsPL7p0GipXJMU?dVoc1X$F8Q&Pd_>Yo$@hWFP1RR17Vnzr*
z0gMoOA5rVVGN(#H_9*iPFfcdIY-3<LfsyH-f-IpR5(Mf1i|IOzJvPD#Zt<AF1jz?c
zCfh;04?PAUWczBXO<RsrWz37Aeq&BXbhbj0pi-ipU}{fMx$S}1h3zB6CqF32VhmfR
zRcV;W4VLOqnVzQDXaS{8Edk9TBi&b+Fb7^9xwdm`M>FbRL4|@5<|jmn1aGB=wCYz}
z1rQUCrx@Xgy4YN$2$YE4!w4+-t53Tj@wf_k!G#nk5`46)PWaQd)Z9v3i4nYwZxgSV
z^wivC)0H_h1(ilXMp%^WbT$HJI+-}M-wCW=ob0zF)arFOhI`W<Y2gwwm~J~QC?zX#
zzcpD=-ytdkS4=01AEx+oofZ<aUVcaoq&UmXw3bvAvd#vj9OR8BVmj_Pp-&5*C@X#&
zD&Eg3molesIV4Fah_tFhD{z4FbUl<g8A;02(NIudypfJBqnBT4ABOAw4Z@dsN3$x<
z1hnjHk%#Hg(!7M^PIaWkKq}jJG=q)6<C=ZZ-{m06OpEK3fhRycIbU&(u@udg(n7?D
zHz1OHB#lY2H`A=zA%BVAvyR_=n$I)sI=l1=r8+dJ(`Yc@vmzbCHwDAxq`1nXNOfan
zASo&;%7%C1k}Gm*bPBARRb~YE53u6e4L=R$5K0tNkQJvX+jS#QKE1g0{{TAlwl1iC
zeI~a?xL`?ZQ%k4MiBMtITuyZ)u<MD!f!L5fJ8=d1wc#?z=A}p5=fq+@3W-w*X`<Q`
zqNReNf-}=@hX(^ZD5-s<6(ypuE&(JRgoqP;#)eKK6zo)}Ht@@!3j{#W=yJ)}NwKi$
z=gOMZMz*yzOG+P*l$}k7J>h~jAe`eE$jKvpwmdj=4ockBfg)wyS{7|0C<}6Onncu?
z<K9!DEV=ICIZ#UQNcio=)zN%4_<!XEImt<+(bX|&%I4H084oQ<+=5*=&UFBgkT=_7
z#Bb-b{Jy)b$8Gy@xUgSlQe>@BfJAx8Y-tQEB;d3Mz6SXqXJeiz)p0H$mXzZZ$#H2;
zZtpY_t$<RD8T|aQr%l1QN)*y6YP*yzX&Jy$l#u`x7$-r`pPa)>2atS~zH3d<XuS1Q
zn#*eeET)RocO6?QN`l&MVw>|2Re+s3iODHeMtHXxU6*^?7TqR12=Z<?l;|;`uB!?*
zU31B3HXME<WlL!315i$(oSgLnk?yB#n_+R=jG6Inl*o_!F~|iCINa7>Mujw_1g%MN
z%>bpv1gjeZo;^AEU#C{8yt=ekTVci2rBG>(&QgF2c1w}aTw9}TtxEp@ct{@hcjF1F
z+MY5p)KR%eS};S20bO#ca;O6$!`_tMG0|1f((rV)x+>&VGWj7TI@~4{s52%&hycMc
zHxbg>=0!r7+Nt%Zv!kiAfaB~s&`xql33Ml5H`^T#KsQuN=2aPS)aqt7_)bYFeZ98H
zz|KxRFb@_#Gs7J^>8H6mO*JJ>r`}LX6R4D{3K>qN9A{uhz;zr(i|@cyGOH0!!eV51
z!q!_`N?Tzn1oXy(vFHiG1AVyJW~aGr4S=Nt!hCk*27`W9-*8Sao~J|0E@sNL5L6N*
zZ6@dP-^&gE04TYEM~!jN>nf65g$|<~>0y(pX^tEL-La8`l2w80jE*n=0G8Kvm2um!
z>ejVEiIHDp&5&Dj-f3w_^8@K17S^4z2*+K|9%s3O;YXb|O)<%QxPGQ;RQ49MK`0Vp
z)Y95iw6Nj{Mu%KKyGqi&_*Y<49v?hTc#)yjpXJy4Hs&3<a7kH*Q<U{8LT%XXv=o=7
zNRcB;C~Yd%Q{_16aRns_CyRaJ9Z5>YQb>zyy}btHe6dUiX`Ju`sWBvp8s)T+F#<)*
zK%Ft^XPkWh0JFJUMt)Su%}l8|9m5Kr7E@wE-zg!zZR8Muq6)G|BRhK2+^-)O9Uk_m
zhU21j;-xt4DaxZ|>NPc&%7bfeKb+bm$Y2dkg=Mgy3#m}px3y~zo7cTnQfp62l_BH>
z2b~T$!+FL^0Z2+lPOSreqa8Bi$nZ}V^X2$%yIYk`z9BsALf^UR@EU2#Y=;mMn6jfc
zr8A)&BU)WL#-gN@sAThed5XH4M_8b6vr?dPI01>agun_j3DynFYmUEwRngK_u>EsE
z>TpMRf&r6j6rEGgL&%!~TVrz{{igF)g;M8LLS@Mcxl%(lSLD3gX^b5AVkIrMlp(kc
zETsxzy&)|q<ED7Ci}S*Vhr6nP^f<O{CWk3;(&aw2L1}SiHnkuuII`QQM5f>ORKGYc
zB<dTUDSpiGed3lS+fAZXYSzP+vMOw@ZQ~Yti>^};@(abfYLV@2PFrC`Eo_F=Q-=;S
z#l7=OoOYim>?X{bn%s7qN@@fIyt3Sx(qb@(tTqziD^rg+kXBSl%8AJd&lr7!XO7V#
zsg5ulD-QzGk0=#5l@TUoQUnMwa%Y@tdqb$;6{eD_gf`l9FcSN0BO+QOE?WeMF{}**
zz%hz0zihUwYu4no)urXpYVx5a^)iGw@*8mIbztsFn<+c@J#ctUrL~@e0Bn<lf!H0k
z82+P$1>JPayY4#0%TiKTGOs!LuM~^`r&W}s44=A?2E>v<IPJkZDoIEi@6&FClb^54
z(>=KNN_3R4(rlBI5|sP10La??I`qfR@4OXM`2av9B})>!7>Pb8jc3XQjtwHqdMFBM
z<sj(^SPCU4VUVPsbc6E7JMc8jha}=mZ!N_Um*Qc+hrGgpZC@QF83U+0@Jq5!Q@H?V
zeBgHKc<9*QbJL;v;Ahvb<N43H&}rrCKRiPqoumo1gn$ml+wM)rEE*~on4loKnSg>y
z0P>$m7}&D2l^(dzrRN)P7$I$_rNpTU+-X=TIR~Z=Hym-!6bK|JV@?j^extreufu_j
zR32wfpXJMCB;~m&)v?&<UP91DKm`gI+v=deo?CfGO~s5{^@D_iajaNL=K>}KUQ8V?
z)MJ^(H~jIx>-zTNymr+4iD|SK9B_oTgru!YQ8)o01GzhTZ}8xJIE>e%A}uwyS(f1%
zSSc?sPB#g09{N%;4yA=)XHoCM_sD@^#9NTG)b1x+()8dHA{8vJDJ?XN9a0BEr4gk4
z-q~SrX*L1`k0a~K;w>;R5p!WA-*Xo0c_u$HEr2l~Q|z`{sMXYoRo9y<g-T8om_Ys4
zW#{~PB%vGb2KmlX6$;GCyr*T)eM@=8WCQn7k<lnl{^(8s8vq76a9<`v(%*7Krxxq(
zlBXPXT9&d&$vFc9Ct=iMjss#hBpmKfO|lR1{dGj3gC-BH{U#=UCvET;BXB^2VRJi+
z5(G@^Yh2t{m<d)%z{WamHa)s@-yc3UNe6I8UAM>Mp5IKLfZ#9V*SCL%0vi|~@T(`U
zaq2QYoqKTq0KZ?)4$|E8=5&h=aiJf*z45ZMpW*!X@44&8+@7OtigI)F&f5=w?Y21A
zY~v>x{JnmCJ8$sgqH&GAPh54!Z>OinpxcA)b=U7n_+JR907xd*5D2^iGzUo1;swq(
zA09r8XSf~v`uYLa)91&*jr#A?9XfxfPl@9XQ=Yx}Jf=7Gk1Y?OAYu(9!PNNxp#%|V
zI!2Qg*o^i4XN*0vI&|26J-?rSUNiOj{CLd&0AI&|YCPlV_4(fdO~uH#fHX1B&(=)L
zOyi_?<im774olHp2O-8>QV7m7x=6?%ZWWMvbmDDzOsUSQs{a5r1vKl73sXz!Wv1jf
z9sbf}KI3RfcTbiI3i71uUjFvbhl!=&^y)msz(4s&_WuCjpSbJt?e*ezKgC7=0E)!&
zNxVh5Yd)IAQ+5_an;-#cveUPr-_kUjC_-_Zcg8=d>)(M01L3!9e7EC@4&Pp%uD-kq
zVYeMvZKl@h)Nquxg*c@g^hih~{RbKt%7bmEN&EZT9TBHH_3U`)2t7Dh(m88>S2UV^
zt65uW!AsI2Dhmop=%l|m#$`$0ISa-<nR97g8!ySBwa<QyM{R$2KQU6|AbR;QnR%n~
z_L05;BRS#))YG@`yxLDJz^nbDPs<h&M^x|lY&xOLB!u$!j1BqWg5x-v6mJVurovpV
zT{EUD{7lnfF$n<o9%O~hSsUzpv=i3@hXtNb@@~~_5^Av^WdIWW$5<r_(leDZ{DvYc
zag2F5IL0@@s=g^qlL+q}I|LyA0Qf~eAaQj(8m!&I(<!u<79>a)gytK7WQgAt=+iI0
zw6?+=b;WF!+DewQj({Nmsb35O!q%0`JNC7M0@bXzm2Q`wil|Ir;|ed%_IB`d)GUrB
zo4nEFt)hiDPM1asZ~n&JrFqI$H^6=*WX4g?O>!}llYx`M60zc%-Hui$meo>z*h94$
zF{$X!ua?N1wF9=rNIiEPGx3#<e}hD!KfLOoZ3g)Un`XoR0K4cKy+;s1zq-mnCcx?n
z$ky_nnv1p6uMSu2%?h6NB9Pg}p!~&4c{#x+%7)Xe5;qw0#{KcX65GO}>7E!l`(sqD
zn}$1<=QAPIIdeX$^nYQ6O0P`zYNfcBopJYq7@YhWQH##4w54GIKxza;D$j}w=3#JB
z;ZbPFQNkQVXJ^Pr-~4jjTM9kN_Fxa7#_(6hhdFOYygTzsyH&jEajG;L66?0ChF)qT
zaW6`1?LBC?#C8zOcN}uN>`|7|n_6Ft`|LTEopXqvXNWw~`}Y`appvB^1N*R{BmzVc
z{6^zQ)@o<?WjoFO9lD2JD@qcwV0hss(vWrj4x%l9{{U`>h4(p8;|{xZ+3*`x51cmr
zKbX;Bwou3wNiWN!+)?5c1T^Z=Q>LnVn@aVDYK#G><BAEYrlkef8=Xv@6=6gazZOGh
zZ$&8pC~vVzBOT5$#FoE)*y-LUIep3t3&m%)(Jy{a#jH_jmz0WY&!(qEtD=^bMVV4%
zrzO19c@&mjjw%f;QPTUUOxKZx@Scy)PDRvWB1~Rw+K7zqOGZUv6n%IDI#T?W%CzJI
zr8!ABI6HBYhaN&;4CxvWCNvQvmm(+A8|rPPnYu|J9j0T`PhTuYmMOKGvC#sTG3{UW
z%VkVPNIl$>AU4WC*paB5bR9TX+q|=3iA~L_DY}(K3QLW!(o|`*@(x3*b-<r&l9B;V
z5|$buC~H;-8F+Y>@a=21<I}l~0=D`RqTD(XjZybV2MNqH$w~r<BP%FRZD8OCEzPeT
zwMy(+R6bTwzq62CN|{}1aBbSFjVKhAMvj#@)OQp&OU}6Jlaq!JtQ4Zu>g=PDCt_oe
z(^K;Lz?8Jv1u~;MdT#&(LHoY7&q?~aUN1TM63@2ea_-itq1%$I(xcSgir^}y!gU2M
zsl_2#Y3CA3BcWJul?SjA-W5`gPEd)XIl_nppIm(U^w{8h&jV`HC)DN1s8nP~nKE0e
zktST17W41C;<YVqy5TEY)K29@o&7L45ou8oTdH|)Bg~5#3VGx!I#yJohES|ysnoDL
zgb;Qoh93yA*zbL>yq$Si+X@b1CLraXjKzq70yN%mK}<w1Xjy#{m5`+=QCJclb-=H6
zvQ**&O{knHV^IU5Nl+<w?Iq4L6YPx7YCGwU+vaO*$A=Cp3-f%Md{n8|oRJ~Gl)WL>
zFc1`Ul`kN1qQ`|b))-;7nofe2+e%WOc?mys4!yCA9=@Z6oh~X-qX_^3o}KZq^&Lqa
zbJSzB%(4kei8h5=!gYy~WFIe)7=`DGN}EWKY)R!{HV1hdMfQTNilQ`}X9qul>G==G
zg<LgYfxhFXY>Z%^z~jH;!e$~)Q|pj%^~pbibMem#Sc%+xGEc*A>a1~h6$YyFk5B~t
z^ug<AZMzUb{d~AoTh~R$YRpwe*{@b@>CUjIu1%s;=2E3DI@a5ZVR9in!>eIVG}6@4
zmRl=rwUp{YNJ=%^{{RUe%k}i&Vm|2l{{R!fExpG3`QTRa0T4_ZgAo!xEe`m5V0eb-
zy)z!e&JJU+0mvWQ3gf9CB)v7n<9?XO3kW_gyh_5sZ=83FzJg@NXN`|>Hav{{LC7Pn
zcEoJ?@$@K;hld5MXr&J&5&7aW+j*q6k_i3;m_HA>#Jq{)m&E*BXPJ-6!O!=~1+OC`
z9S*uKPj3GJp8P1H{h?kaBPbVcYkqc|XWFd#2-Si*n6YA=`eYIC;t-V+)c*i4;l_$q
zHtK(e&-!rS>!U{({`GY0&|!w1gL1<_PVJ^oKmfLp<))ahc;9J9h$cdPq7N_TfIaUz
z-k!-&_?We}5((}?20ILNI%DlR=JQD&*JE<>SisfgwQ)pJyAhFFd<^&ZPs14EwiLfp
z@dNez{yYS6+;{%~FMuAuKd-@i_rK;S`I-986YzA$R#EVREH%nUow@Cc9PmfXOM;2w
zUJZ7cXT43exwm*GyyZ$FCJIfzT(oI-<i==lrmcd+hSwJ6oWN<>4M{^x$5BGc@UKKZ
zF?lfq#NUOEX>#H_ZAhry7Gw3BJ=LWr+3xx~ZP)FG5WcO4D)6I3khG~PR7nzAIYX;S
zq`$JOnr>7f^HY&iB_DB!ywJ4R3IT3E3Fs7?t^yRVdB)};7TVJtvXBs(o53VH>bSpt
zQddm-c~rL)9913PCA_O8P~X(-QV0AR3Yt$*rJ#1z##7*h6zqx1u*$U+Tggfz(;F-V
z<q8H0{pr^-Qj~SPB|7WWlaJ1_y8E=(o{uHBBfiV7u=_5gp~fC%YHjA7LV!{nX=zea
zg#c2dke~>`NV8CtQ=Hv0A~eZ;=Hs#L4x%$}IOzeThg>Obu(c^6E;zI!xmr>IHa+&Z
z@(ccNUNU)w3LFK+v^kiu&1*Czl8C}B)hbf!)aD2Ql%|(;N35`hP(fk};F6Sw8_jXI
za7?KhG8}~+`L@g;+$W<q9wV!#MSXHos+5GGKGLWq-3>{2scgmxZA$XmPAlThKD|J>
zl^NL*V*blMT2}@wMZ(oWrb?E8+!|^S?Dt7p6qLAFZH-w9c{+2#epMCIA2k(Dj)@Gs
zY0o8srs|T~ZZplrZ7T>`S$PsPw6qtNw?Yt7J?%1Lh0IxXTW08?OSBrS)$8?oZCw<a
zH71U_xPwV$+LI;w(xUv!vVlku*8BB&bU5+dsHLc}rd1-xQDseZx|=l`bpr9E8cnHD
zx2kfbNrN4_tfj`Q)24pVqKb4fCca`WAcY;pO_bb59*FdrG8}$msU{3I_LfCylm?Kd
z1{rh~Q6x0l6Ng_!buF<a#*yYNES0CuUJw)y1FE$PdM(7|R@|mfZiyOVn_8qPawMg<
z7%|&&P)lt>WpZCjl91CXZMM{<GTIW`X#vRBao=^jo~dWjY-kXxCZi^Ea^hN=VKr2m
zr`>KFHDpv~Q&Akg5gKd-u<U5*N*6EM5b@xusd3XEx6^J^Ua~22m@uWtdfJC@CF_Sq
zuVjH%VhhpjR#6oXdq=duqzR?uC(M-Myws?{g-<BCt8meswy5^i!6J=1g;%?-C~bQi
z5#ZLUwd!TI$){DMq13KpQ=YfODNL|^jSa_k6U|8@MZ)-e@uc<nNsmvQ;HKVoyY*E<
zgDz~DZ&0e!BezVcT^4%NHX{<HxfP~SC8-H<6B5L4+A)^=NL3Cf9-gSExaqpudOR6*
zIIS(HQk2w)j5zulON>c%52-H4O8msQ<7*{I$?LR&u<Z(yw*-pi9yQ>)MW<_v+NUNY
zD(g<P!%``bg<a{eVz{UfB+RM9l4ePf8UXgzVk%)%jrpz$iyNfsKTo}I(wVrjhK4@7
zk?V`p<zIuIZBi+={{V^`?um4&$++%nb&tyHir$AhrDp#CVr+|A<bv~3C(}KyoldMz
zs?lJXmZe0qR!a@koSg)FV9Vh|=e?;pwOO>Q;;YNr<p@-%uTcbeQ7v2EnNW<xDRi2p
zMaB?ml^H>~(bGwN=BchzYK}IE;#!aq0{IK$y5zM*OO-<MsnPALwzi3E+Owp~Rhe|n
zirQPGRpwEqJpCRe;TkH^)JmG;uiH_sBAhKh>`%HB&Ru@jnF)2MDZJ~~1=TUja;pM6
zv8C3Xo|sKhsh1Tw3SBj&(Psq-C66cC<G9Ke;$oqtfPe&xgQ47XBc7MI<Z#fd!SIkY
z{wu`qY14ggt|S%5%v-mf7YVhcqLXgeHcQRa>o#32>2T>jO*>0aX>18q89%ifj)qVl
zeVI~U21Kf)l|AJb5`*#m&C1t^2W+aPm1{dj<tHm_iaa`P0+UHowEH@lP<<4r)2bC?
z9Wq#ta8=Oq>CMYiWU#mnElx?8;ZvAsw0j1kEGv$N8B!G2_NM9)v^?cvIwdtWHMvZQ
zJ&1AX<>fUMxz$9yDqB%SNtR(ENnv&k$@?3Z)E@$#AgdQG07s_O=-ka!%~q^9#M+g1
z1s0h57NH6YbugKLg9bekn1@_M387M(P<lz>xO^UaYAk1;-k%8a*&(fXP)Nu-cGNfS
z0pGaq`C`XBFZh|Yd27i#iqff})Z7-+)q2e`65MH~t1Q)@ZD=e!wIF$rraDB%LRS9(
zvuJgcJ%<wAd}#{{#@O7aAK}kl;{@&VKOP_cMEG}?&&qc)Akt-~9mQ=?==BSG+7wey
znL13_Nq(C(dP<rTB1Lr!NEs322G-(K*O)j^WAE4Nh>tE^BU{P8QP-Y>6T`v<+#p;M
zCtDWnLQU<>y4+ROq(yjDmsD7g^EAk>ElO?n8;$3@@bbsskn^iM=}qQU>dTKyrCJf+
z4#%UQJy?|5!jV+3xRRMq1*c~r)4^04c1a3t4#@-=L<-^XUEy_)4Yu>QZGGWV=2gcJ
z*`vINTwE)9oa!8EQmL)406e`;#A<m$U2v*f&3S2VD!6cbN_d5*@=DEhFr={c?OkQo
z=&;s9h6_b1ZQ9JHPDy2j9Wh&2(;`*}yoTHyJPizT@)MyNlh06mh8yS8Uzg7e$BsV}
zk*zvRzF6Axzv(G#rMs$hMeBY$FaH45?f7A`N~#mGlO-u7OtMmi1eK_Uf5LBqxpyT>
zo6Y`v(^KUnwLa11%*1L#4dgo#rE{|2!k4mNYLK-1>(b>#BTum<L*Zw`ZBFH_vCl4X
z!**RtT!q!_>vFJy>&&|;&p6$c*zbasROJ<Ul&G&KFxpaPIF!g+36E&)Jj5mz>#J>+
zSZz+a>xxPnX{OVuYg*JoP=p{7qM`yo&OjRmNdQa(cs^fCZDTk<2ERRi{{TJkV^OWq
zZAv8Cy=q)qRT_~EawSQ0p_XIEWjF{x8d6RGZI+SmDMc-y6(|lW((Age4;6RfYI9LC
zm&uzxW3AC?s#2N#zcICp$bBRI^U^>`ebbb~h(ir%edUy%b6WMRc#*u7Xj^k%hsrxz
zVohSE!jyzuv)NG?WyJfhG)}ZaM(v@!b5;~f1BXVLOM^tGM5NOqwF(3llEi4tq$LfZ
z10BBdlyavQtgUM*Qq)vQ;{7EkQSVndbpZbH_|8yunUVlAc+Re??owK8%cMb2{lt(p
zxs|J9w3A~P?3Nmg(@e*046?!y(@i#%p$)c#grNvZKuS`80#cAL003>rHwNS4Hu~-d
z*FWdqfevKj^ZDcW_0PwSD;XPl56f@lc-R`4*&zCeKRrEhgMf=pa(j3Ff7d@eoreJ2
zNBJM?!1Vw@1Gw+&`u_k<1Fa_*@7MVs!+*nxC)RE}tv^{G3q}kUEjZkI@B009;3J9Z
zIs^G1(BR2qeD*sZpZahOX}}=%+#lEB!u|dEVMf16`}DoA2n;9#(|ylFw;9IkI2q}K
z*Eq&~IL;C|?fj3_3=<lCn@`MQ8uLbn?a^aanntJKkj%0N--_zUZE77)kov$F2i<*n
zAS8|$<e=vr0LJ5{J7e{?65b->SE#KzQkUUXAnrCN%97Dbh$kNE+bU8NM(A-T1P~7q
zeyvP)k5ZXTbP}kKsidgw<}^rC4v&MaDGTaxsDeoZ@qtXTQ{A0VY!1Nf7tqhgd~{W9
z!h@;zTmYEZ$3CL=>!pqh(wyuD0LSa%d;b8h9g>`EIQo&$50~Tqe0EB3H|zS_i#}R?
zbpElnC>wM!B%6c|Kuk<&Ywsf1)FZmTkMaKiUOJ^Y*lY*o#>q~jzQBC{01wys@z>-r
z^5H)IKg;g;ic$b3LP@skTt(H%Huc*d0KmuS@vsD*n|C~YN=m*1`R&_|z+++lr}_S|
zw+aQPVf8$^^XY)xg{v??fQ0_>(?O>*I-MsUejRg<$G7qPc<9<s%R3LpAIERUj6!j`
zhf%hBe1E5XzYz#Y`^Rhyr#<%rZ;;{RSu<cPHWDBc%;*K~LBbOxsL4?m0>LS@j)r1w
zjqm{=40ibXZ;rePNGAi+Y~%R<04$z4p*;>a>^(nUuKW#YvT@TreR1$VF1<RP^Tde|
zB+T{D34k>w1@zNF&kO*QdF!yY-^$UpHA{Fn8<W?j-%g{h<Kf3<+sVlX9;a`>b?w(V
z_;KAR(}a!5>7P-)Ps=2eo;sznt&~B?=$}!)U-JNPvJRRX0z^)NK(|;X*1m@i%mCyq
z9OBmi`ri6)j!E4~N<j$+2Lo&mi0%Dzz?C)~N}J#Jh*Aj((m+rt$UESTM2)(ShTRa+
z7#P6r0m(Vr1nrIb<GI-N;6Q5wU<dK~oNjjYIpGKfBf<ruW^M_X21$-^W8UP`s(EZC
zNzj>z=x<}GBNd0t-dJ5WEmm6U5#&#!zahsVS6V{djQeX@Q({wtSF=mPw7ARVB~Aq?
zlIk$78fO99W43d*=#DN?#!&lCM}4NGF!D=ovhou1PByFsA;z2vLeNIVDi}C92W}gw
z+=u0jc0f~>a|x94i3y~;Iu5m{=SYhI_Lw<VaFj9uJw`Z<O~l***H4e+MW*<+hsKH?
zWDg=F8_n<f*wq`sAS)+11d)u9@yElj!>J>$1rD5i@sFwggMKcm-|%H-Pm1hktSFHp
z%>gQ#SgBP6)=;s4<Yg{fvm>nl>PbUQWZ)>2oCa%|KW7zEl*{#QUR<cTS#2&jyMC^d
zO`4nqC^ZJ40;5hC!cZit0*C;qYbP96an{?_X;I{hk>{ZK;?r%o;RGQ`5vsg8$5|tl
zue6;imOxUD5)`6wfSi(hkN^ic*zM`^$YVsP%E1kJC>xc(l#{<?fLGk?LUKlPj1u(S
zHtOst&eCowWAr+#a-=%~R7V<?N>o#nC1}g7>IX}yTAE%p2MFP{pK}rvm{EcN)uqSO
z2|aP8wBaD_fvIZi>NcvU99fj0fiWuT01^+FI-Yp4ls1ofK+Jo-n(e8HH}bR+3tloZ
zscx=80FsgWrv9K3q6fueu_GBA6v=j#11M`ot?-r-6ml_;rH^!wb|Fg&2dK_Z9OlfM
zFq0+qtvUOt_Zz_2VJQJ541fs-9SPrpcTh4$0q=q{k?YfP4_+EuSMQRm+zx-t^cr(G
zlsKDZ7S?QLK)*X{C$E+P%&N&*Qe(1~LC?NOad_{9kP;7Ff>)iebHZ`<-H@!lw_Q@R
zjd{T8PK1CHwt8b6C|1UErvz`YJr7_%sX525bIWqiuidpKDE8$deP*X1fZRHCXJk2o
zppxT-0HKysk>)<}ZI*${jwB56DiVujNSU>XRG*3bu!U&=lB)qXGa6WJ=rBQT*_HdI
zqSY$eqEstY7nYEil<3Y$bR|S2xZ;qNA%=#1=bmx4l0Nc)#}lT;@Edg1=>l!pamBVO
zPoOG2GBh;S7Z@vl@9&~aW&^wFEX7-?Pg44bDH7kp{{SSeZdF?|8oKAxo|jm8xu~N-
zhZRPUpp7d`iqacQiSM|bA#8=Y4l0s;na32hsLN>4K_FoKcH9oXtasnBCi`^YfL08j
z-O@bBCi{KPGheJ+!%zf>P!d)C;Q(}lp}7)qRWd%${$ZiaQtul+TROIKYjt{ag&>?2
zHq<(jLb2P<KLf+FVfYA*5p7Dp?*9PVDQtx*lWay@W}U*bq1wGc1>)MVg$60ix!DgV
zWeXW*G1z0%sQqXCdhlq>Vm2cK82J7e{CzRoi3KxBAb@oS>L<(3pe8TmF<EtPs6v&>
zU;uWJq<QIawj28wmll67sm7aV+t4ViEGN!!hPBL=q~rxnp6<Dl)Ct*A9&jWQ5)zyO
z<TA;~SLKeIV}F*|#{(IRG0=9&JAbcEzsGV+6BrD4Khxwk+td9lB_L=cm8bZ0^Z@>M
z#Z@ShNjk^qHS@p`7?hP`Ju!}_ILEJVk4>?Wu#`mD6SfCjdi;9#`F{=#T4Nw>obUSS
z(`@G${vwedV}a29as2-PpToL=Hu8zR<YBTt<B&U^Mr}AMLjZQ^wgBmmjx*nU@4sFI
zhJYJq=lb|`--9&99WkHJ>;9*X!ah5H59Ut*5`M=nhwkTm1i;vQ{{Tt)^uai1Jw|;t
z1Ni6i<6yw)q;Kj+^5Eb{9dzV(*lqFXKaU%T=WVw5XCK4)fy07MqSqEW?0tE`iwVMJ
z8XbT$evxf=!9rLV>GH;L^(VK(ryB-HJAuACj-#L-41IVu_I|q_ox%RU!;JDj?tUE)
z=={zP01ALW-cEx^j=r5I2uPiIMWhW6P)uk?$4nOn$i@#$?fG^YJvQ(2<FXptJ0G9&
z+kwesfw=i^jDCN|j-iZn0~_ZfeY)Tilkwp~XJ6+KImrYO>3G5w0THhH#Mn<;10Or!
zv&tQC56F}GbmQWh>#-g3GmrHAKbHnxNEyLCxY9m*XZdlen*%#%<({6n&rg?qy*LU$
z1}1f%DBdmRBY8H!6(;d<r^9I@oNvfp2}wa8cO7@zABU;qP~LVa0QbhgXZ7ix3|81X
z^#eaJdww4uU&oM01mqLGI$&p}di22IBVz;4QE+vQ=68Xv6dm;>Tnp?b)2_hVmCQ&L
zG638h1Gb-Emfa7_`SGD>=^zqM$FJl1{CF`a9TG5c+wT1{-}!O#LcdtY*T2VZ8xkN)
zi~1Pr`CMNMFmD?O2l^fT0PBLl*#mLdgNz=z-|+9iXA!u@;El(_f1&Te!jan;Bc?q)
zJv!(0o&qhs$>>K-InQ6$sPy4<I*zun7PM~@F#<jiPfkMnAD*D=HzW&5!D5>r5|Bp!
z0CXOsJrBd>>%c{{tehm{xX$BlgQiDejr(;R92A01M_gkaekAt(JOptn&U3O(4*f^@
zA5q_gB6&r(J4dagNc^zxyY<s=zdRARjFW@YILP{e+oxmo&jGXyb-@F#Z`arQaBS;D
z1!HuAFmt&1_t@-xbMfFJn**pA2V?mE0H4E#jRySZ(|s*(JCS=~WRq(hEH%?<gQk|>
zY!@lL_s`GQw@>Mh;lOnxJ$63759z^^i1fxgXKWLYJ%7xe+y!wY1CS5IcIr>%`0v8&
z=jmzt7y*s`TEtIDze^G~!8@oYI)+XT{{S!P`s<zmhSasA0YGX<I0WEluWiOp^7JO_
zN!)tp9*4i{`SFajlC&g&y3><^*yr#cp9!bw8(Zvs4kibA0^c1k%tgn{;UK?LzA}3r
z<EOxU$OLWEJZgRir&048XYtRc^7?lGjN>>5JweGB9Y=oMj=+rZ#Y@0A)G#`o@=vDu
zALrYz5P4zQh!L!SK9@7lYtKvT*ZlrJua|C|Zx$o<2`xpAf>!2r5<o+3fK=n|sNgo!
zX$8j|I7(2GPp2PXL6=gH+*pZIuQ*Dyq@5^2GF)-R5)#`;PFCZKAt(T;L=J~?CA9&C
z(rMZhRHB-VNwpHW+D=4v7mT6<OHNXOq{v_IUCMm4Aj4*Dxa+Nf0@G+8lxvOUdlX3D
zv#F~qNzy0J8iJ}1Aw=OF6x=3`e3tSHhxe|Gl%)lQBN+7qf0n@i0H+uM01o~8{{SC{
zr+=>>dgrhNZ`k+lKhJ^%;6&mwWQ)v4Kn1jm+fB$FMm_)%4tM%?@A33Lp1g2Yf<YT^
zf;~@c<2^qQmwt;^Pysm@7(Tn_&|}x}&rSoAq#oLOY%+7yp1WhFJ{%u^e;fcCNG3>)
z=asytQ*FiX@oD!*O<J>_nAq+ykM%qm(`q#|Wl|?ddYaP06&g}R#$Rzj=#0ZMTX`v3
z#z|5_LueX_2S_E11intUJhodJ-gNE|*w~N>-D@X9Xc<zJKm!>d9O(_sN3*9>Q4)t4
zLrGaeytfmj$5gh;SM3f0O5H(9lB@>GQk3GV%JQtBB}>Y3g`BA>j|fo!l!9O>K_q}l
zgQ42t?6O^8R4L?Am83kjl9jra^CvlN3Q`cY<dTG`NlKLftsuy4?`yRc=lz}=5hKTG
zWIXjh%tU#i1to^ig0&;r;}D{iG<=yZ>5v17Zabv|#5TG4fy{1HUlq$nY~@wp(kHDD
z4Plb`pGc4sCYdP{0vM2@<VO(Og$^kV$Zhrj%S3RuqWF%XzLwKnq)UL|z;WnKCQ~4u
z{!^YyiBGTZ96Ww@_WQFPy5gOo;=EsrG~W@cex<;)(K<+_X{8i3NX;|-+sI~}u$J3G
z1B8K@N?VIskM;filRdZp0A)VG`yuQ{v)^a6^_`6D{{Ro+G_@4(_M(g-?mu0`8fv1y
zv>Z>3aN$!yQ^a_sLxuX6>QzLBk`YT!PfbNlO-|I3<2Xc7Igw=CI#W%!U@7H)<UE%>
zjqrcr(Ihpj{{ZSTv78L#<At(Rm82;u3QC4Tl0iuxpp1e(BabVoq^hHEwO362GlInx
z47kew0NUbGeRRj(yce`Q2efpluI&E+8{s^1jbIejaGoJa#8|!HyGZM(2KPxJK-hq7
zkGy9Y!6nCVQ!Q#8O5m(WL~4C5E3%()L;|e|IvH<2dDq<1(@E~Nr#KlRHkx(!TVa;e
z>(4lbnr#57ZaCtC5QHRMN>YeQK)ECgU9YdA;Z!xePl;7AL&LarEk$*GZBvP6nv#x@
zrN2{CQ1Zw_Ot8yqb=MX`P=u*OfH1-MpysVNmsSM0DfW3cCCJl|=&;^t4~9^GcP6Ck
zYsg9?wzVad6p*LX5;793Mt=Z4H)nWQza&xbCn^<gP+n6TUC9nGREZYlRb?%r>ZQfO
zFDVUx)m{rFwati>I@g&dBMiM8dA)qq`JHxDt~!d88(P%OG9V<k2AtZIBF1bJ{uCWf
zs0~g!w;WN)*^PFaA;&{VO1<OM><6hN1M}&OXXVG<p2_<t*JFD=ig#3##Vgc`z9_uF
zfaywmx>OPW0HsRV$VenD)jH&Wpa=3<{{X}f+y4L%{?gvp>bTDjWz=>HvW&gi-onxr
zl-rMR<kXeb@!G_bKaS&-DHRzM5@{$Jp`<dpcO7@$6_tA09K*M1cYTj>Qm%Vqw!o20
ztx=`5HXNi8?<6|X)EjxF65H|J4ai~8rk-iH5~P6_HF}S0(xz8yl^FEuT{=6`<;;@u
z8D)s<Ag#w1;?$Icgn~}{_RoJEJ{bH~bBDr}aZ+r0qG~qO_t5=*#;h&r7Uf-IN>w4Y
zkm4PtRKrLOH&cR8@j_6E2$Iqg(7TDgDZDfI^5u}_#dDZdPD)+%M&pW&yI89;MFvY}
z_l(o72}wm3u?^LdP}9n0NoXX!39<;|*O0WV0ypGs7Uewp{=c17G%v8~k`Qbxll~wg
zCO|NEj&Mndv<LCs<Eppf2Dq+H@@=Y{_MC~$z*Dru$$F`E&-24=M1>wEr=E=Sg(*Ww
zLe}{@bl{x7UJCxp32c7K=5L7T!YheWGwD3KLxE2q;Vv@u$t9(fHsW)u_G?8&3c!%&
zpr*wB@TuTOke(V)tKQz73jMt$A;8VyRH##`@?b@K3NfgSLjnu{LI<5PGk(_iQA*zO
zu-KB9b>^m<TNLnhsHiBRM{SNs$8vM^`es0qbR7=yF|NGFmrPOy5M)@Jf(TI{3AL>v
zHyp{n72ervS}-G0;R<ycpAm#dVk>Ho6_#6RAt5M2N)nW%I2qg5CmeB)e_2G~S3MoI
z<s(U+!8_z(BrN(K_|DuwZe&fVR7`|C<EjhESq>{uBoVh=hDpx(Bc~AVy-JkKg{V6D
z1gS&!jsh@8-6V~PCmZ7j*Bm@Fq6y{musr(t^u%SzFa^X!k}M2z+8}Z`y~JEpNkJ=t
zRfQ~&3Vf*zIjC*1(6jhs8;_R*+NsANsb#Wq2n38MoPZAdq;(@b2|ciU@wr*KXv*^;
zRw^-6+Kz>>G3L~qC>@lQg=b;YZ2Ympik0G1oi>PDkuGU<I5C=a)x)Z}?Tx9X8(Q>*
zJNv}pDI_Q?5stX(sbxlFfB-l2wYB+tuZJ}17Pi3>7UC0a^DF`YiyQ7D`(ifpXT(+g
zGoPH{xapOIqL)<WHPDC@#m8bq2I&;4oAg>L8)?)ip-H3Dpth$QT1hC>I{>Ai_?xJd
zp*7ofEQA08pQp%jGphdpx-B{+H=OUKCA9Y2uMkotb=u6?H7PD@lRjLDkFTbur99*A
ztFLvqq5#_m9R_$?#e9UP2VyoP{5o~tasGX{`Ioglkl;L4vZkWHgwm>|_grz>hLEaf
zoLZDgQr)L5xV2toWk>j=-ygUh!v6rYXSI&N_J4zLj>`K$<Bf1m7ehx$LBcDaYmD%!
zYI=5BLu^v;{wmdFH7z<qNDWe<goMIV00^*}KR@gmnQgg`Pop}&z3tIUj3o9Rd__Nz
z@l$F3d^u5X8&-5T=ft=vQX<A>*$=I`jFmLYC@wm+vQ!>OLIEc&gRuiAZYuQ;k_p?s
zaB<TFe6jK1va0IU8T6q_1#KxON{&b=Anq}o<cu8Td^q!pk7WEJrPPW_>e>*cfKss4
zQ(+}SLURV31`UdwTt&fykF+>9{{Rp_Xq*~>)%J_B{h94Tnqk7*)ZdQa6^=R@{hFRr
zO0S|=&ND3x(9@LyQk5V<4F@@HncT?c4RYv`m4r@~TBk9ntVX8A0hmlAf<Ot5+Df`*
z#VJSc5?dxyQKd_bP=frLeCSddl@e@MU5zR%h87%VM0pIU4zlx3B`a;#)|U{pg(X0M
zc#@WNhx=|siS8gOJU|#|5Kg%&0d9PMa@K-#ftQj2$Rmdd&P~UcxQ>*90ok<@Rg#>a
zd%wk79Bs$eou6%rP8mf>OxR+Qm4>NlngD=?SV9|ZBE*<TxxA2M%BLUCx3$IbUeb2k
zw7sL_+(pXX(DD8+U&pxBW0_Q{o+-tu7hhECq!5r)>+2~(AuXXvKuS`af^>K``&1sK
zw@l@?iK#Ekg4dG@jm;LBQ}UQcxYJDC@mNBglG+9Vu0=xM3HPV4;0{dU_-*?A3gxE3
zu3Obwb!LrHjNH0?R+llE&?ZHFAx%FXOAa{8s8Bf?6mhs#2qTXqb9_3PK~6>vCr;$(
zJ@7UJV+517F@gZt48A;zsQ8@l?J>z5tGu3af#!QvLdLinkyN!Rfh#(-(^T?(ib9mN
zYMV-2IeYugsUt$VgfzUO5@OLlT~3oa{{S=K)kq0=q^SX5!Ha33m;!u_#ph5xP(^Sl
zumRPBf~|nb>G=*jtva!{LVEtcUHGhCQ2nB|eD<PIdD&-NT&l0?Lr+zjfj;80q_|WO
z=QUNQ#a!xpEBoqAMgm)of)eDnG^x%kCer2=nSN87tXX$G3g@M|0Zh6jQY7>Y_Hi-Y
zTa2sK4>sDs`^g#M<p(HG3foa{OL~r&r)h~3(1XiidrlS_bfow1jq%s<{dx{Qr0UK<
z+Zfx|KR-@Bp<zIivDl3IdUfmZ>9*Z?+lcUO_xJMk#&#aP{XU<s@&z^2$6@ITI7>}9
z;`hJ_LUkygh6eutQ}PxHuvLTDfs>Kg{Jxv#>BD!;3fQDswTBX|5+t&i413sFT%u5-
zl6NHx`KrgFPI!A@DQE{mp{5$*icqB|P$vG9`iw>ArkM@h)y27&CoIEjJyY$Hyv2m%
zWa2wTI2bs`L7X762*6f4o}C9=ZTR}06fa^uwN61+T%SH<)eQUIO9?{_WMB*uSBzj1
zorekSB<=_Y9kM+)>FJ!~9lktmH}06+$H;Pxe)h%^=P?8lP3>)AQ?F1tj&Y0!efP;2
zKR%fUr>~}Zbld4pNbUz=fsU95u5-u0H^xRm#xin8U&L*Uch6ov<F`Ydj>M1$`S&@-
zdhsRsbpBs=`C=h(XPB_(YZ;5}a!K2n`l0|nzv=xtcLU+Zy|Q-ObshWqbiwPk-kf0=
z7$9%l_CFJk!|T7N(g7IkGC}_U4_=x0cgF_t%Krc<Gv&)|FiBA|A|eEh;`&I`=p=L|
z{L_Qm3I}3OO!wI1V~>tc;-GS=QHKhcmL|$VNR;Bx9a&0`o#m$}B&9(qY!DO_J>_fx
z&jcr_B<yjYL$KR#fyh7W!JO0*)jhoKAf;pwK>h2_Ik&)!cFx@fH)#OIZ6s;u7+Zo(
zfPw%~HZu}+o_g;ZU{Y&Nzk@cPOPn%POORTQ@`*orPr>$A6t26eO3!?Ojybxj3*kOx
zI(!!i$Z{0azR(#Y{^nCfWbcuQ3G0A6@LC%w#ub1D4{rYeUc35s<Koh+=Om2hslXZO
z@H>4$^u`xx=>w<VS-=g&$6mU58<KCSzP5t|(<x33QEP~7t0T&(M0zn!F^s(&%xOf7
zl2zq_-x=RkP$%qTnDc=D0M03lKB56X_CaZQc0Ti9;~5>eEGX6nP5?P0;t$h1Y<q2i
z$2B%J0tq=FgPw}dsNX%t`+9I*(F94?eK|(odYmkS6SxO{X^RQz^VUu}NM=MuX_X#C
zb$UF@jqm>ehb1}sdXAg}acNseN$RW*T$Abb*yH-}bj4n;5dkbul$P*ElBZPTSRIth
zy4z42;3)+oJM<h4MP)DLGpRI*fP{dv3`2W4CsB5usJfMscT!c`IpL=_AZ>WtPG_$z
zY(^h8lLUV&Y0w|)a5~}EX?BCFBYGid9PWIHk0g&wCABu6m{+d}fPLZyF^#$&{{W8N
zG0=QA;l`}DM0VM=pOBf+GK#ZorXre>hC*hAEhRDwYjF!&vX9@Or6Wn|2uwFgroX7d
zuEskghUzh-!CC4wmA08t!hzTl@=`|o4Di$_L<2V>!$UXFbJls_cf>%j5Sg{^kryW5
zkRrqKz$$%CbuL05g7IZ%0mPK0Z90IZe(mO*3T?z3ot6$eV<dyXi)QF-Hu95gTrLt&
z@JLk(bAu%%UjC>~xN?)Ac_l;<fN)8t(<D=r$DFv%w)iS#=(3oS+QJG-{{Y;$qKtWn
z7;z{h<N@xh1x2)}BoytEd+bT<dmZ~@hbcLTAc4+jU;wlcHtE(d)UPRnyg=opwlmUi
z14|5it5Ir{7mF1r#k4ITvmvwQN05%rH1Nt6lfT_L9dVuuQcil{<b2Nf>z?0^`}`JE
z>!M{fg9ckoRjA6sUZ&0g*1|KN?(Q799cQxJBmU?So(Hbmqg)7FyGm!1D?xF~c6!1j
zw~XpU83zfLfJeHF1?d1|g%SivfGw@`>-Qd*6ah0nEp5o^E_Jzs5g-eLI79=Ip`G)$
zrrmu&^y$~vZa$p)?U8^!Ju-a`KR*39`1=wfJhmk=<af}mD{a&%wIxG4VL%a&p!CiM
z8Y3zvB;+4-oq#=t`2-(dhYr>ajO;lN*ID(#g=wf7TWQo00B^X0b&F$g04D_cU~ktr
z?0RFr*Nh`07|wIK0B`c!@%|v5KI73PMDL|JB}dQ!x!<t|uHKvtZZaA`dTXA{jAbmH
z<TyP8XLR)0O9KGx4_*`R@8gBE3me`9a}xnpJNTp-8Vg{R5#N&ckjfO}q<z$+sE<-`
z3Bc+}z#Hcq@H^Pz(}+a31c?od`#TE@Z6xI4L%@&<Nf|?A`fA4*^-0tPvkVBa+&=nJ
zKYHLu0C}$f7DmLB3?yWXZ@F0|L=_TA$R`~>eL54l*kf;A7w=EG^}{4cH#Qd_U)>p|
z1e^V5nc7^ZWNf2^1B5n%hMUJkr2}q&Z<2N-oyP!sZ}rdf;6{LPkU%FS_TL-t_4seo
zkA(@r7|&mb+taU7JwJ}h2p5AR$_AJE#f(Vb091`)2>F5a(s$Ny8&A9r1~L72#y*^L
zbPS|v7&+e`kjF#uCvLn51AJiaexvvfo}-NjNj~vDqkMG6eKWUWf5}dllVDB8@FZUP
zMzA#k_&JVndL0A{^nwpQxB&0GIwS$V^c}(cxCCB)Duc1yQ%g@mg(zwr!j5ou>JCBA
zso>FQNY#(vF@b~Izfqs%(7E%Jt3MIxwh!z1@fyI<Q_3`*ARb;*Yx0oAScP6qqgfUj
zOi!;{V+6V_Ng<lVHyM1K3XBA$3P>bizaJ=V;0Xkjl&s+6D&aX=w5G#Bod~y5r5xy+
z42Lv;KJ119i|j2pAcq^k?4mc|W2ivKQ;-JO$=k5>8QA=I(TC+ga6bw68E_RSl&pl2
zla#Fr$`pbI=~_s}GB(c<+)3M)lno|#=3v^`oh2$rLhqJUt>6K@%;;^_4Y1rg8zhWm
z<ob*p@0@H1J&ry*jBs51V4z6u2>gB@FGKLhLBpjb>Sa~q`$`gF%XsNCpf-;!#b*Ie
zL>O%9{{Rx%DN#F+dT=FNy!Hexp;(^Nbd;yfLZhL_B|epIgrSnyD9G7MUJ{d>0x`lV
zKnXg?5GMTRVl8MQ*O|oa02`8XUU`rS5G2_3^Eyr$7HAa;yWY<VBaf)(DoRRQZ6g_5
zt|+Aqp(Apor~&JM4;-gNqgw5_+eMn)ccPt2LaDGE&)saF`pd1Hjd&<ZvH?~&aI2NY
zyB*416@*f$TcN<t1gUB2S1t4Jl2245geRsC4YRNs1nW-V`jL`8e-E$MhUF?UMTC$J
zz{C;{&PLux4{bv<g+MkXAV50Cgh?Xy)@>IJC32rSsOysFx$O&HrF+Dbpbm*`9TG4|
z0U!VeQP+m<O}3RNkkSaj1ZnBM#B|?1vUriN)7Vy^q#R%!Bd1NVzE8uq@!>Nfh=AY$
zv8N>GJu{t-eqSv9P_4BPKrtjp0%RDpa^-S#AZl>to$ggA1l&Y{GGg(jv!OSG7C4Qw
ztrWPIR2#-}dSHXlVD5XK<Kj;U8Jxe5BU@@=L=r(BSs?Ck4g!*-^w^EMp1e!BbXMC>
zx}7AF2*$*K4t+8I02k<Rn3YFTLY3vGuF6VA{rBzIkIZLd!#@t(nQUk@NY=wpFV@rN
z7m&XBIkT81ETs}4fp8#!%3{OM5l$7Kbz8Fiy3)C>ds<U#D{bm6UUUKo$J`N~Z8+(%
zNl7@!#}2g{#Ak~eFnc5(X3Dr>kUzWKFyqvgQlGqq%Pk^i76AmQ(s~e}bA{Wqw+dCI
zIVYeSb>FbZZ{&MmjruVv0c``^oM7ah#{+(+>%&7Wq()Sb42w@Kt*24bYe?m7MCJs*
zBi)TmZ3;JozG#g$YwrI55`65qWi8shwGL#0N19lhEfAJQbLBCuURqRgND3$Z91g7g
zZ<~DHl!BP_Saehd)ZVD^*80zwHzn7dP$~fIbR9bl#==a!KxnC7yBX_(fJxgUbDzfq
z{utnrRR9tG=oF~u?j=LMdTa(a17HdH9vHfGDI@@a2SNY_NT1yV`p;Rh#OSSfkfp6;
z077J$21mRNu6iac1Yxl7smr<i&F5tXqkT+zR5}#6^*7^AN}Wu{M3kaCMJgdEZ4Rh8
zw%JNR8<EGbu20dCN~XhMg%2$ap|pfyDMCR3Atan&bWZrd&(F(WE9!07_mdOeL24BC
z(*i?{G&MK-)VRZ-fC^HFP@P9mAtgi&&lk<f{(rYsw_wGEE;*SAgfi<$R<*6RQj{g_
z&ZDaYsExC}eL32Oi!}=>2n3`A1SZK6AOJd&PV!EI*yw59Q`GI0twl*W))cFm2)*+H
zU<fjH0!+ouTUDlM@R^KVO45*=60k`JZ+kh;K3jC*UgdU-;!mFQT7Si>agO=u2U0gX
zb<W&YO$(h;gDUf!!iE4OlALZakaL~$*C2J{TZf+y#)RTpc{-K~R6$mE>@s#az!>Y;
zbv!XGwnvFDL>s`9ZhX$4A<s>kgs2SOip(b2LD2b|{{SpnlN7slryU9g643H?&z5os
z>^Jr3Mmy|qI7>_ACA_&xlGIidw>qf^Y?27c8nlu|4n02(Ak~+A+!N_BB?qJgyxLaS
z4mvby18i;U{vp^7B*mx93hPlBMMZ0QeFBuF73du`4yWVr->%$MTAOU;P*9tI2@?cb
z=W+2I@pL2|^IxIXEOq2Gf;7XPiwXoBB@wXLJwj5T2hl%{+h>I|dIUsAC`@yV5L7`M
zV1uz8F~8l$`0LZPu~u@ZLf+M<8CW2Mq-Uv7+taB%hB{>}&VF%Ne4d~g_dUZ)rOKRw
z)iyMTwaSp<!AM&X87h$KP^@ZFP*R+X?Y|JM`c_AH<H>2U61P?YMTAM17b9!Wo-8p>
zQ2K*RFyqcBcoN!k5(G>DJ|qo1h{J1n&4+Bf@I;g{+Ei3QS5E55!R|==xftAbG+oY5
z5_CRo^GfTtD>GuTPPOY2D6}yd<RAuOt3%Rdp-RxV*C8Z@BqSvR1f95+{OIuxsL<wB
zT%H#N_SGsn(4;6x)(@BEjFLk2B$N&J-5~Kxl?zVTxh^{0#=2sgms+SlHTN5lA*`-T
zt93*Mok#~!)JOo5ckVcYiEy4F#%b9cCcUb4g@qTC6sFdK0U1gOHY5;1KLBK*<CGj4
zt>MOaYt?MVMX;42E~RpiphJ+Ef_F$0<%v%!O&T)LVpieJE|ml_)2*#wfK)Xh3sFHK
zBxH;dFgHARZa_VbG1%?CI(|GdcBQ96x7FvtjivRRspk~87NSN6yyDbOM^b(VVs>-e
zlYlYYXQAnn>!09p^3NTQ0Hfl(K8d=1DO%NYr~x6ykhI8w`^!0$ZZ$|h9C`0*>NqbJ
zuT@t7;ji$<RRP9o9!h~wu~HI%Qh^%-wW4DR0O{<dZT|pukN&IYz^2wtHD{)BNXGp$
z`r98K37U5x0zEP6bCbCKgm7TXflE%r=KychCvC?}AJ?w@f)2d-d<}=p{4vc!n^ID^
zn_OwIxg)09YDNuEbF1UO<DL#^R@Fk{n%qcf1tgV7kmtI@W|NgE$JVSQB`Fy@lePfQ
z1MQn$O>Da|OR1(&qNyfjN=B5l5)MmD<o@;bq~Q&u{7+64b<2t?QN;?`jN}?p07LQ>
zpKPfuIVIT+rvxCK($a8%21q<G0%i!%1LbJjXup@nWhiL`+z8NIh!^u7T3Z9<RH*j6
zXK1#f()^_)w^gqw0_26Cb!<ZH)O|qv;Ds*$j>m)mFSg>GVdb>7D^iq&E8oufSUCzR
z>O#W1?sJ|#p#=#fbT}&CIsASfm&c9w*!|yuB$M#L{$9K|As|7M)SLXU%YiwgPoMy7
zcj_d?vAB98>QZVk0aC#J_W?;_LR1gmQ)LC0j@>k*pZJD&*}6cHsKAh!I!02%x?{^J
z^zxLVm8fKF($$^LIOaj@2H5Mc&iKb}=WUL0zZ$6pL=dGX8Nmkx9-Vscz7L_{zyM@O
z^(U7z(+MPleSVfRq1>3#V;ok?v79J<ry5!nx*SPDhCKnn>-~Ch)Ez_+K_4GY&vCvw
zWcT=B@Hwi4q?ENFrc((c4arDeK<t+Y^AK^+r9&MC4^FO%Ti~s*>=%Lef|Os3Nj<tc
zp12x{hh6$`?R@Mt@*ih@kZ^#-^t5RMmAp5+K^8mn1*fLRV~vOz$EiM@Fn&1W6M?>R
zHrvpi=eF4WZIRAX<fWqXU`TH`F0ijLBfjZRyqxL)YDga=z#uomlY&X>oNPXRzcImh
z^FOCMZ)4Q$hYNx^5=jtDTc11JA24RyAf5VbPW{j8Iqi<y@xI{g^!Xp_pO5h4PypyV
z{P+6tgpfe>&UWeY1M}O1<@xE)TZ`&CVk@lpWLiXl1b`;PSRz4_<&UTE`EmF0#tt)s
zp5Kq~>NCeZL}U@z;GFOD{LiNR45vhLqaep@q+k^~>WE7$G@aJtiYEan87I271AGn(
zMxU+!07%|-(*QvOKupLp9HK3FypNVPhY9JfhMEHaYjwpCmYHaM_Z?aHP?V2ey}FJq
zC+z6urMJwd`L`ZKs*EU>+IfGe$R;`*sy|jYubQ_UeW!y>Fe#`@DMA!*^2t_n#bHmF
z${G~PdXyqIKfFl<p~>%L6)9T+mI8)aWaMKCR!QP)cqh0k)JFNB%^I;$r8PhM744~~
z%X%S`?4s@w!>eIvSq%F_+Ec4f?-h`C!h|^Ig_ZYfB;{FymLRKbNCXctrOptkmWFql
z@0$b0jM17%3B9BRl$qo=(B5P|O!AJ{X%Ez?@KjqGjJt}ewKlAGTW`L^B0A)G8csLQ
z0@uuLOWEzIs1*tWOKfc#-lrx~mDq&4PmHMjarfT?;xWa0zbaJ4m!?UPE!FO)Wjy2V
z5_^@prKsoBoSy#x4gnw>fx`a)c9s7Ck5u!Vz%U}#@fF(Kh8TFVTmJydQB$+XkQ8>;
zC`9SGJxS9OdaL4g+h8bBt@^!1KoEt^b}c!gdIez$n(0Y9;GqW|hi)56uZe5cU|K1Z
z>Lnox$V&W|=gL6e2h4rs$0{Efx_v?7I3qbeo&Nxr^W(1;5yPnw{{W;Ed90~lB69q(
zUCt|9<o?*88)a=NKm(xzH~#E6)jn!-4ziUAw_RB+tYJ+;cvD&+=Vc<En88^cm7d#d
zI6+B~B14LDM2Doht=8m+7VCvw^)14slecrn0HOu}9~0k?ha}|n{5Z6h(18d-P&p+a
z50J$by5oeG99qvctxEp@xZ{%2pfi)C{{UaW@AdpR;-Qd!8}Zd@$-wA8j{I<0?fO5j
z<MQG7W&=2ZkAeO>?l`Xx9XG{^0tK&QUaU&0Q(t%cQ!a-dWVmRlI~i}orJ`z~xXaH)
zWzjAF04L227t+g)Azo4du?I7pdVd}Gum1oWz8mY@-lbA+OD!msc3M!R!;?l*v^id)
zIOnychzlS#DsW^e_hYi*Z4(-h^C8bY5zxCdg@F1$5Qf}n$SHLpZIVPJtqKJyOzSoV
z39vY)UYdndEK@q`PJ)$ZWom8Ul#o;#T47010wp9WBmxN-s~i6I<bCVQ=@u~LCAm$Q
z{D==O=YdqJ34yq>JoPadQf10>4kZmX`_3~R#jGr$u$6HTsyv9~okw(2?ixd<BU3X`
zIizjZM1=r5ANOROWaRC`nNfi<moiKWgjo<~!+CM#!<NgD<i>rq6u8sOI+VE6ji_O0
zT0(&ZI2&+FA;qAA54cVV#!6MO9r1!P3Be%aJxLpG&`>-9a*mZykdRSK%XZuR7SIX4
zu_o6sj(v*$Ax=nUzO^#4q8C|E^eDuS+q&TZ$GJH~m`I#3HO~$<LlPr1NWQ(6Ow|_R
zMyk;xx`nt@lqD)$c+4fRrL8Tby6DuS?&=`n3vluh@3(@28mCo|fK-zOX^irK$qNiR
z8bQd$&A#Ezz$lHSE3bRR=OlGG{yqB)4^6u88T#AlXW5=tp3u&eI&~?%`k_bONY8BG
zbsz!8HAiRoYk@^AmQ0MQX-g4c2q{roNhV?vAQ%!xW4%q<UM|i|&ZeXfcs|+=Vo&at
z(%QY)1Qi?jq**wwTY?12W6nmO4n#N5cV<gUWx?AzR*{_b3Qkf+;E+M#$mNYCD5Ne~
zN%LmOT9&Sd$!H}Eqz_CLtP_BB=Lc-O{J?6HSAzQ!*<xF1O27oAQX@IhC8tO48FeI#
z5Tu>PtfY`r)+IR!r>Ue2A&305jkZc!YaKf0`D1?EhY{i8g+U?E>P(dEq=|!=2~171
z4NTZ$x#2ua@dTAAqSBH=RSL|75&`g&3fvNsAObu}n88(69*U7502IRnWBwotcg9Ef
zI^-Pv4+fB#(gxTkuHT3C#&-9<Tpip{G|!BpotF&&>{FdCIyUKy1D?N39P!RHe!vcy
z-(mIccl`dRglGIDc@LGpEKK#BRBJZAq{YvW>uoK8(Hq-8OmFZfKTH9?u6R(zM|0nA
zkE!^20C(xZdko+t0Dc~)zBk*hO1c5^8!IT(O1)vl$D~r~HD}px%yp`488e(|qOg+V
zjmBx!p|G`~0cr_JQj(nNP#jB!fD%5wc;JD7pI)C%1gGwgmlEs4w}ZZAbC&6*qPcHZ
z?EYWJeJ<DTYNa{)TaLtNg5(+tRTdDb)hS2!Exg=!;le6ZiDda{j`fU4`!D$@;36&Q
z%(#T~*E-sgl>Y$XrrKpheAl0ktmvn8z*LmjTf}nDl<ViFDmz(D(()}*V9rkv6B?1H
zmbw_eDAgw*d^Y?z+l#4__FC8q)M4{h?qF}FGHA3}D(G>N(&Bf=_(yzjo0axh(+F3x
zbCz>i`=(Ww9r3^XL932FcJ#-u3;0L>0E7Pka(Z?9gNCPwQotSI5CFOt)BL}FSf^zy
z^dFC0@xe>n_dcZe;@IYWmX)+AUc=5hOUWCj+N|l3$@m{CzbhYtvGL&@JM6;dQ+mCN
znATK{&XDvf<WfgLl8DkkCu6Za`i$_?PVm(S;-A+J6||=1;XP8XmxjaUcg12Y%x8a@
z@16D^AJE{YT#X=rak0<9W2S$P%naZW#gI??G<o9KSF&9kx0En(uB&iHStM=ut+x^m
zPT6y>Q`3h2r}lGrjgP1@-HAA0;KsULK|2sICDLN=)R0KVK+jw!a_{gf(*FQVJXO;e
zhnthuISur=8sa^8Ugs;klJN=44q-VY#-vkjNVMyfMMuk3t6mGDTuOBy;m>BJ&yhKl
zt0_dNtT;DDq3g!VoBf%-kr&JYpIZxt(Mo}2t!LV)<p(7?J@031f^rl<Cp>vYt#|<O
zJq#~Jn@FF4f9iK_ysVwZ!c6GrByWNN=ssSFd_T;-s$L#>RVx1gr@u<(Eu%w&ZCtFq
zE*$5LR?{M%4x;3`e3?<CIaQ`cr`8->Z>WbSsSX4>m84RsX-UepB!GMdK^pjz^Pf}9
zV)Y}<s#2E{r3hF7K$(ygq0>z{b;M@-bUZB9IpN{{%;u$uZ%epu{!LwJY5ILGGUZh&
zRxRi3^y<u5(W8$(QsCEO+qDEVlC?7t6*n44TdLLO0yiM*lzvvty>5B@v4ri)i4?0p
zmmk|0)edyKDhud(eazjRZ5oT#y%v}3QrMX9Gv-hvR-?B1Ew~i~>yXFj1ueK7z_O%6
znuNUq<)XP7S_m0v%8sVqNI&6vE9FHC9`amiDhE<VJZpHQ@QqoZ_@2Kl+YZ})t#RHo
znfEn4r|T|2qucUmbqb4@`_5C?h+V5w*BT(M2A-<Z;8R<g>(4PzZ`on5KTK(hfO+Bx
z(z#c5$+KEbR-<WH6uQ+erFPP57bRwePJZyGMVT5BBO(l1gvz69g0+;=SgA!sXNaFM
zhaEBAd6rh635xBtB25A$SeFeNOZ6(E>NP|<{OStWXU(3}cfbWSc}yvCqd|_jvstMw
zKxI+lzEJx!Mz=Xx&dOD>;x@&(ZyOH)=Rg?0m(r(4=0&f|n$x!3$69I-FatuXa?vhI
zT@c5ZVEM12-G;QskmPpd#HcN~Y{$G%ko`uPZa|qbu_R8Xvm&CZd$HocaVqoth_44y
zY7a#YMQ)*{F=1{AF+H8swdI&G%41gD#=EMf<WoYIO@~Bfsw6kxj4JgssZ89JB?Z%5
zro>;Eg~?4ZKeAem+lgiyQdb$|xK63C7KxBOo}VI}MrFxV*A*4CyHb7jSc=n9Dh;&~
zpy`g{-js%v>SKA0FZ;S%(Ar#kPnc8-GKqI`-r%$?Yl+L{R7R@TZB?oA>ioZ|!IwF=
z>XzfQ`AtQYDm)sK&COz46QanM9I3FdhTK{!n0DZ^Uv`Nm>$NVbi>^ePx9s`fw%}8k
zKzB=Ptu-DrCA|A@<;ZlGX0n3X1c?kf(iu^M2M}-Dt`y5cRZZ#?=yrTK6dGusLbs|D
zDE9j2$*d{3EJ}dm&d6!%l<6@lvKf&zhu=$#Ol@gwqvgSP*Q=820jq+(<s`gmmfT9k
zUBfjt+G-Ap9Vyg#;iV!YEXPZYAp$#YvW2B7{n;)2F*an06KWLMvy%!Ml|9(<7TmWY
zmeA7+^CdSo4aba77(ULHn`sEtNKXCg)f-7do{M!i8F2+pNfon9P(*~tL(Tgt;b;qF
zwv{1a=F+b-3rQhb5MaaQWYDVjO|Les1;-~<`E<mqj&xQd%#%5~JuaaJGm=E4w5ZBd
zQ9MadE{2f`8;+@dVp7uVZ^QS9r>s6;HEQ2ilH}S?+^}mfFM4p7Q&pfV1*)WJenfHm
zMs+fb#ZTEL#)el>VG&$zIw~rR%w@q334S2!o*%h^Rk-Pv{SM)Wa?xwn9a4>R$#yjx
z*e?jp#ax<$t%8?g#ZyhXT6rO-5S8j$LV*OeJBB(gc!_}1Y$mHsqL{H_MN?51Iy?x}
z%9L7mhSG^lDyIrdu;jK}RMwwu;-x&bq$ng$TOPPV0f`zJ9S%LIb92HK@#1R4<;`-+
zHg7j5Rmx)zRC%Szd)|W<fpO9r0H!rjnya*l^qR|2)Tq^OA*WtK&|8rXoh1%KYO;J~
zbAI0B{SM;rpUS>$!@JtL1s<)<yMEEHJ9JpqjYf?yII0aU=#W?YO696divm^V)fvG^
zgt~laZa+3`sfmY9Rv$Mnn_ihwq1(5u-)z$BP5V7&l|#8JG<X$609#u%NDwB*k2N|<
zl3SM3xe8KBaIA3T@*kEJu4wbh%%f2$(Q1(7O?t6$vr?5%g-JI39y^sf>or=HF^Myv
zMV}5j;k7ZAmf~g0V?hpSP)&ZALuoo{ObhH!Suk%SZEyj$9d+iB9j6{~#e^ZIn^TTB
zRCI>Wgo351TL6>-O0WPsgMI%1XE%pB{gulLkD5HdqEEM>U6nX)!G}_g>>7<imrY^R
zQlc{%_R#w;Ri(+DB&oy##VMpz3Us?2FFHOO`K!n}HNd(xt;$OV&6z;DTDPjSs%%;-
zw}faB*(#k~pDFbwxhe|Z%MhwQL#?{wYW9^j9YT>dxyj7>bwv|u^5nBcvhA2}yA=+o
zF%~>Fld45Q<dtbunPn-!-PI&A%0X7fPV9_?#4bpKI&1gv#9iW6RFDj$iJNKx20Dv#
z_~JhEXPVS5TU%9Y&g6BpA(R&B)aFWCc684#Oe$OkiT6;Hr3e~EnDLOO7w)8!0l6K^
zYR^Bfc|85*t3K64H4^QgK$4QEbKHdCOi7B4;3-`el2hf=nNoC5mfGel7Lbo<Nfcb3
zGWojnxqjJ9<lUPrFycasX_V4dmlH>fQgo`VSwc|#UQ!B`Pp7RcHnh07t2T2<r@*9B
z;ZrHGn1xTL#bO*Nk<gZ-#)}=aw95>(fRrJ&n?ewjqyPeNJMjL4XwzL|;jH-_C*R-R
z_*6nZQUX8;0BzV0Krw&-18jD{`PaXTpAr<<$UMBGRb)q@Dr|Un#b%T|`4Spa=|qYg
z5{D2L+bGuUOotF3EsAhi3VjMt_@?nI3zzh{mW8)c^6QT_S*+BeIF&z2Y19&$Y!a0Z
z`es@V6rg|T_{uJ*q2(oP)Jz-9+?5%$`sz|3)f7<?3SLBI9gxbMPzqAqAS^y`uW1^#
z3&LK65HsZ^DS|}m1Of*;2|l14F-rjD%?ee4v?QG-d7U*At+8~Lbt>JY+Z1^AqM3Gv
z^fqR~l){6Fp4_(5@@Fm4{_%1Wq^zicq!hLigrO)0>p54*0r+jiGVq6X)R6+=<%MEH
zk_ETr)-9<H5>&b!LFKn5DhVeDg*!shjQ;G+TWS5;8{%air@tGGsVZ#>PKp-f0E-V_
zpwoU`<Sn;Wg_2YhWSNsUlRW1bz4Nz0{02TAoCodt{eHIZ$8~+uMsvP>H_v~T{{S)H
zjvl-Get)c<CXpy0Z6BA*^u8j;5;2kKztH~xJ;rwJ*Vlr^`SsuR`Wv472vTv9I)7d{
zsAr)0XVdBM>+$p>g%T`vO~+BZbNyqM3;}UDBzo>YUytL!CkMmSAJ^l-nv;-r-?#GL
z)AHaV)104%<N5x*IC$x%-dHrjZh}q-+t(Q!X97qmIRkFr!+tY_Gq9gn{J#FGBXb^;
z%ggLy7IKQLS5K8flHpU37ws_;RCkK{&zzL%#>~F0L}c#x>4S~=sc-9QEq*cvsQO|~
z03Y`&Q8Ar3+xKrRO%it@*2h7R*jp7-L#{xc2@NIC)Sy4d72*)~Qab5L^AqT_BjJfp
zIwWeG2{4}tc0AbYWko*lD0Kt}5TV^U3qr?51gK!+j&a#(@aBnMy&jpY1adK~<ECW(
zBAmCXkPLL)I*HasqTM49`5$}f_;K8BK>i(Zz>0-7MJAyppCEqrBg<t(3<ae>?%YVp
z${j&Nh}`8W2aX{J<=;P}#mjl=_qX2r<1JvxOc@IjIivs#odB7!<zZ`d0|Nt(q?5*R
zoH)#Kh#hZz{J%^w;097Z(;Gmz9WmKBz{mN6*MSL0NCz2F-#tJZj9~Zu4mc!xsmFb`
z_1izk@!(Jd=}6pw21kDX0MDlm1C(fxCh%33OniSUi!|nvLC_#4kR&ExUMHqEN^&(F
z^U!}Y`oaDJQk;-Z<nBLT55RHE4Zs6ojkD>uUH<?sy|@&Bat<@tci$Q5^3QG_kTrn-
zz#c$KwvumiH<*kv2_OStbp+luSFG6jW4mn}<G+0L{v8JWc0IfBF)2F)j3jkY@9J`K
zpPv4_b8iPw!36!~c0T}5Z$XZn4`~JECAQL~sF0MUDJoGtfJhl6<6r^F+Z+UdM2WrR
zN<e^f3&AlteQkKdiO>Yh7y=}0W;Z&;=bpIL4fG&%*pr-)ah*B!>~oJy_7sMI0|0N2
znaLgT^7ZMs;b%zY_0d(*q*K=hIRN`bLsV1*oE)X4gCR*NIZlR3emm!fT8YXkV<iq&
zY7b0UN=c6pdovmC7UGKDa1q@;M_!vAAyq?29wo{C5OW@c!Pn%S2Kbq}SKNXSpd=Yt
ziwmBo${=418!Rp52HI_IERYi0X)02Q#uAjIY9!|v0Frue;!-(la@3NCR}1!g3K{dK
zlEQ#EKlOYnLEE>K0ox>TAX<rP+01#~T`r8?oO#bJv_9a*;5zD+Df6~;g)K*XBpwm9
zZgAW23frSalUI<Or_NY0Am^r}t<;$gW54%y!iPnIc!%*Wxn@~6KJu<PbRKs*V%Vc)
zs4u($AGneMi%A9vJIMfg6FB2a<rN-29ji-|J;A?_#v(?~T`N#7NLbsdTxUD%2Mach
zmu9t<u9r(zk^8p79Gv1n)%Q{6OK_i4k+{hmN6ObSZo1B<#MIMbsQ&=f>8UZ!p1{b;
zq>@vy0pz6iNCzAvkXGW9<BC&@St?T2qP3|+{pBe{sYH->B$J)`o)t9Cyk+NMKfs+f
zk;q!YM!Fthsb#A$$dO{TA9^C-T|{}t-jWWh&WKS#Zh=U0Td4#lWkr5VAmr{Mv{v(}
zI~*zI4(A{q8d~N50C?O5X`NSnn95Pp3ZMPXC`ss*A%c~>0NXFP^1W5T0BtzI9ea9x
zKd*i_@&Vr%_?&-2c(&auE&HjJe-fcbZgv`S-t&kYseR9R!UrVyM^S6R>QBgF0drY)
z_2UJ~ZO=x7T8Q9LNSMM_^9oQPxfW2<CL{Pi?_;>rowau28S@Lliq;*da_X>?_uTz~
zU0whKaMUWY5~5YrEuwQnwz+x9HX0b*e+-kKk5B2w;gRTb-*4gR+lds)6d^)-*d4d@
z9Pt`lT0PYe4x&sSO*Q%X;)rg(UETI%l|i}f`h^|jl9ZWDEJuG%+M`QrTxlphbujY4
z2M2OT0BwF*UpLIO!?f+1wP|?)Z^ek>V6mv<GO7;waAPE7oXC=l;NvH)_qh%{hQo3g
zYD0O+ZT67!dcG)eDoOk|?T!Vr6$nBaX{Op~BM51x(%WeOU<9EF2^jPV+wtNb!la*g
z#N0qUx0`y7zH$nsCu^Pm0NbDf+gQ%rhATUlJ_lqvwrBG$yX@#mLyEU;(j0kP<hL@g
z@;s)G_*_I7uN)KQO-aJIpB7gxEZYvAnq8r8z@f(XOUjJVRJn^!M<&j6xiVVD29-#8
zz?@+LBLFz9)6`X+ILOaopIl&lduP7}j6+Dqr0227`VF_(eSUqonYNp5$pUOaFjWu)
z&!*5iVh0{^W>icKjDdL3JI7FTwwNu84Qj#02G|%sfbZ#(>PMmBK^_(`LU#4^$Iq|k
zdV}y3!wJFCI(PbfvxC0F81>-6q;wve4yS+e;$R{tUb-6%Vm7&vVbI1PDkn|g&7{Oe
z))t!`{c)o)l9DsmuKxhjCmn|QKQ0Yhj*vPI+5A6`bHCRdd}*<q{C)@L@xbaczkUpw
zZymSz_V}NP{{SzC4haVSv+%JI0C@u%6Kk-T(^LG1F+U%a<CATH+izd#*X#NA;9G5j
z+pkZL`Fd~1R@?4z*RS#)*W=%Th-@4U#!pV4kAK$OJPYV9WS@cQCU4MNc*JDRyI<*R
z`r16_7}HrDGEe#U+a&h<Mmr5dAb>{S5t01B9sZs8*`|(8Ko~h2_8z|<mfxQPn?|4j
zJ+}DzoDx4@J;aFh``3S#_QDe})92UafT?H_J_PUAr%d+74{wjpfdQR?>(gwF`*!J%
zp4<x!gYfwRHuxM2{{W%mbfn~9bvPLZKOXoWPf?r>9fZI{vC{(?_+)L{B;)Y(#(i_h
z1AU0~>yL&3#yvB?25Cm)JLhfs4E{Ov{P@_jwg~ERk&}V_K06<W1`R&_a8?-^>67vR
z51(Jh8*#UgHrN7x@RR&EKcm5qlcZ;0N66>pkCyo-ZZIR>Ag2dAcI)-)_;w?M@16_*
z@;)6m8;{FwGszv&JM})lUj6-k92%4-2XoWD{{ZW^9K%42jC?mgq5ApoV8LIPj^nQQ
z8xNOU{5^Q$w(xp<i0X2G51)RWhUThiAnmc=zBlw3`tiZWjyLrD$9}ziNA=u~zn8D9
z;QRaK=@=(dWD|e}{WkB9*KRo}3O{&vI3uw5@4<rG^%y&EzCK6!{{S)9fdm7qq0iy;
zCx+z_7mIvsCr+31GlvBk9W8BQLHxAR@qkKfV<hj}x5y3ipRd!7VD{et4bSJ2exIKM
zic){W)1m%^oNeEZN<rvGQ@`-<gYn;DKaU730g)g_`9_+aWFI1Yu)34DJH!(arqLtN
zYkUK7I)TSg@!Sp1>*2t4B%Bg4w)<xUciXPye74|kmO<Ec$v%hY=yv?iuNYfaH~F3a
z01<*uZrwkJ1j&!|lNY_dT5s~4E|Ipdbk+<KL`}}Nv9#P4DLZ31?g>7JbCZsl#{33a
zGlE9>*nyu-$^K)f$AdQzlkz<X!T4jo+y1b445Xxz0VB3DcE&q&!2KNX$OZ+(pFUj%
z$L>ZQa0ZYDo4}7b-{pPqP^Pj;PTh#f-{3*p2d~5(!Qcwel$;PiIXLtuJv#yN_1lA@
z+H<koX9wZ=XRpWM+kkE*AzF%ak=S&|!S9S<Z?_2(ZD&dIHr62hZOq|8{$tR3Z})r^
zEdv`5pY{440yu&bj-#gjzf<X-pYbwq4N3rEC#T`RUygVR;zvLarguB_J^eBA>^gAL
za)CZp8Xi&QcoS?c{-e@7uh*UmoNr^X`FebM9lu>T(VU^y!AL&(PH<0E4!dvL(`;~L
zrokUAvVV_kZ?~sI(}1BGR+4fKuzx<C4}YF|Z;`>R!TbJS*ALi>9sdBCJ9U_tGa8g@
zsiiC^Gb#Fd!2}{}VpAC*M2~8U*mWbIPN-|f`j^n2ap)CU&a%`do17nTHrtTiY4(DN
z+_<ExQz;!*r_k4yoRwe$z$Riyp8Ihkw&aNqxEpDvldZ=TaspDHh}@H~NF<N}Ayn(E
z+mV+{rM#DFj)bPGR$)hA2vX_P^?(W(LV!$}DIrqUj3oOw!t0chY@#hZqfeH)`RH*e
zDHky_5gJS%PP1s&Ol>{rv`DI=Qr`3AEEel^Hu99oT2vM65QzavfXc`3T?aFrNLj;3
zY!t{y8-uVt&Hy`~sN4>{dt-xT)nz_Mx3wCioCJ?*XnE-ax@EAYWrMKUPZXR2QhIUG
z4N_kke91J&6b5yp+v0^0jnshDrcs^94a-m)0Hf7KqWAUMFFSgiHbtO_^NvseF)^X@
zv<w#@lAXuH8*i}q{Qm$A_|a};0gaBwzWL|}euw&YBiyA-NK&Jzii1fS^}%^AuSn0l
zxT*-4&;xVlM@QcHa8TjUqLK<o*<ghvgXmI5bMWol<nTz-%YFR4N5`yTGR$-XTk?%H
z79(9rBOB+YHXjlPUHWwO#yjWJeVSo%+zmIUD(a=FC`uAHD^XI05ReL#tl$7o%sABQ
z(%WfLmZFrT0g|Flzz^tqdT+pq52i8|4ZkgG)tOQfNg-fhFxs)Y5&r;aph$7Su_#JO
zX;d8nwCXue-|LA`-M}h>BF1zPHY5Q(cifBxnB#gxXru;PI*Rn<zUBsAP*BJK4J{;-
z<)G*9scI#TB&1{lK+X!gpQldb`gF!P5~o8zq@)s3r3GghI2!}kKgWP>JQe~v0-$r8
zdS@Lzhpsygf+#UDZD!p!`VTRz<5r#mvfnMI$UvFUXd>3@d_sR0c5-IZX!pcO#K@!O
zlUH>K1649Zt9BF5EP}F_b6i_U83{^fx}{_zBE21T-k|%ZJv|Qp06w3uTcf?0YDFGg
zSCEHUeF|+&ECr#!ur(oRUP6Hx*ynxzP^#kOrLj~Cb(kWU@e2uZ3yNS3Lpd!rM0G42
zkfq07KJNT^7i#-G-*E-;3S}WGsDkrrN`O<T8B2j;$twX83|taPB%FQE>`U74;k}fl
z?6(=Ft8uOv>!{(?)UF`pqjh1?O7l)B3s9$hZud$;i0+n@B?%1-(A|gBf{+S<$RSB3
zI0JFGKd!s*yP;n<O~17&yHSeXLGpx!xXH%gDVIvyBRxS$&UjT-xgA)Ckx8D+v?pYy
zc3EC9dc4DHLe-I+c?}E@2_$5os<xHKZWN}kPIaXesX<Js659z%ighhfl<Jz)Fr=mA
zw6dK0xdid&JVS%`iCZ<4XsBy6DGoH3+b3fMD@+ljk0UTK_77t{qzYPwE4w?|N{$y?
zhSIj*rQ#3ps@Ah13R)7hxlZbeWCfN~wAjfYD-T^G#C6dKrMkU3omXi%3ULWsDN0Bf
z&bEq}Dm{Pd{{UR{Yq{sm`P{^h4v7jI)T$F95+p@i{&SON9*TWUrL-xi<7N<3_m;J&
zWPls=$ZgdSg(XM64?;T;*#3F?@DifRR@lfIfgOf+KD+EQzovR^zdysfE!qAZ#i_WX
z94VG-Db!TaL2(VX;)DlNPn)?8Bu+&J!9gUZ6agN;+h1>9*gIkD`;B%JiT3-6@jlOS
zcG_!*HByQ<>nf=lT2`tTIKSb?6LyxMgnl8F)-5lk9owNzsl=(NdXkJ0<$!&CbKBnA
z9d;dhaA!obR`S;>TrV|+3^avnLe!E%lCV-oTocrS2*$^ER?4$gbXCAxYE?P{!sV+3
z2b{u-aguR@Mgradk{i+p9%4w5>9Zq@COar?AOw-5VIepHI)ET)ImZ5<G3;C!PrkG`
zu&j#EToV8Qb6zBYuU#h}o1W4d;hZ(KQd6O`Qkn0RfQUd+L^e_r@2X^|8$cH-v@?H~
zG37U|IF%V?M5PWP3r3uD3&Iw6#sZQ~4#f50FEf?(wzA?Qsq`yW>?o<sV1IxOK#{l`
z<88+l0L6}#6pa9qGmw*ypeKKj_-=ZW$o2wIeATp^0q*1-ML>1woc70DW1t*&j56R#
z6cq_0He0F$iIZqNukzRC4lh?u7Oc#+vX#M5vWy8DK@d*!B<MB8YDI&6TaG1EdbQ0&
zeWQS3)v8q0rAj#|PqV(pGn|kylbmO|x+VVr&!}rcVsk&3>;ZtED)P7jLC$thx1Wb&
zpMWQe4QkJI8pej6ZED?#QQDHp2LOVH(BK<?h!mfe*cQ(&ZJ7)H{cW(El1sF=-G<;K
z?yn)j^krjzbtr5dvT%6NOAZ1gnB73h8fXp1r)}?Xj#0{%vjEzAu^^NHa-9qVAPEt@
z;$ru&^>a_ep;kZIk1(AI1O4@Wp(9pyNXzal;~kEEMCXCAIgjE<4QanFDJWPOMMT7?
z44fU2HXGqTcd<`gjrg$Uc`;|pPxlIfVmLu5ja!Jeb#@68BKt&sy8_^B41#bo!1Ktr
zqqK*`DXB~laU!0!Y77tt<tm8dxF<LvKoQ(^;$G=dIoBju5+-1IUw<vO#2x!(#L5DR
zQO!AyQQ;s?nP%Gc8;n={erfoEN=hV(RcmY$K8qElWUB}FkPIS8BXUV2J8zsQA@eJk
z^%#?Bm0Kd4=G0)xgqe_~N{V7COABN@?C%-D(%+a?5*}|_fCMCO#LYaqrGmD-lS_jD
zrA=wZFmOQ`{$qXyH(^1Ir9vxdQUEE!cTpgL+>dyuX9EO|oK|@+Atgw3n@LTTBt`5%
zzm~V=PNfofdY($2r%IHCiy)XKF>nUpfMCh=0Ei!H@=<DOZ`2g?Oh#!gI$HhND>(>h
zD#E?;K`I{%k+%ww%9)7@R7s>ZGo=y`95@3b-$87g4E0I>0EamlGq$m2$EL-n(a?k@
zPm-F2NdP4!w_i@E@rlXR<+4MIPBt!qu}Q*s+5mtM+D_X72*yF%IR~e}00;xqjxUIC
zW}hmS)JeEeR%0e66XA(EZLQ2>=#I$yL$2XSY*SXDv?dT4Q*EgM0U!XRkVFo02qwmH
z2A#34NQx=;L`g>KCOW`S01V|X7KuGQ)OnlmLo%BC2yrsv$!TP0LL6bltgS=<fR!W_
zlBFa7fOC<IgSCS<XDzME0bqb~Ql5vX?mB&X4i6#OOt_?%q6~Yb1xZOth{o9?ZLkl>
zfs#1ES7jV=$!%+BN^S2*1Y9d%WP8@zu0492+o#~ETyKf++DhejN)47DTN1S-<<6BQ
z^r;|{U?nyLOqmh$mzEdo+9U{W#y)sSc3IL%RF{vM>WSM{G8;)y`;DbNxO^%0notq@
zfrE{-jq~4q`t{C6!=T)`^!sI~<sdc*Amd?-4S+gvo`-yAPv)s&k&F-k8iq5l$OAhL
z+xm}}UOf+o&=#6)y;6iFJ|O@QQzQ*MM)r%r8k~HU+OE+niPlxttw1|bP_?YLB6AW#
zK$r<gAt_0d2@}r<2o|FU1#yzBr*cz+frE{P*gcNf!RfhjAX_mY#)?BtmnDZJ6qeJe
zEG0#zz3#sHkm9l3At%2FwAxaiki=AO<L<W5NWk}&w4o&6>=T@*o`WakeK9RLE#D-5
z<$@!|J%4b*Lughu#<Zu*I0N2Vj^v&?CQzh;6=7rKBwI)kKU>Jhm)5RTohmR-t;n#0
zYl*PDSYU;^EjjcLJ`)at2qDHBSRn0;DJLTs_j8TM)FV8;wppIlUYh{WYVF}o)ouAw
zs8uAW9=_L0dMnBVjnY)45rCwTj4E1fLm&cnB;b60zMrh{VAwbsfz^y}*Qwi}$IE`)
zS_04j1DPEKz|!zH^SptQwO-RRm>Gh7(bHQW(+i7Jm^{q33qd!mo06W<%4zp(7}ZA-
z-hbVquN2d&$|HR%mo8!7bgLLL8imiuFN7kyLwXUw3woU>O=zndtTg*k9c={e5*F%*
zOsM3Tpwf=RY#zDz{JuE&{{SJ$I2(5u>$k%jcI<nPo_J%F?YJW%Qf=Y@B<d%puHxn{
za3-bX%($gMFcfnEF&ceMue4%)QTc~u)&fx)y9t*a1NTzaVmuaq!=^xQJ#&<)L*w6u
zd!G-kbZR{+79VX+yHI(?7Tcj<pfMlrEkuKtw2%lS9PS4Zs4oYpK8ItGryX<k2Z8qU
zE>vzRR978XZBrT7?<k};+WglE8-M~5uZHAz#}Nu-G)lpk7LhTf{Ku9Q)vf0HwIqz%
zsU(6-SOFZ(k3BT8)!4{@{W_8oplP(Yk=#;&8GY1yOpk}Ux3v4a4J2>ESZoe@b;vz(
zeRezTjQZ|<4y!fFgu2a9=H)GM-j?!^(!yjgTT6u~0jHAVX&Mp%2?M_S@D$H!VLp8_
zBd0i1(Tk9sDd~ivr7kGPT>CfRcH+V$B{l+Y$|m==yMCCgxGPeDgJA~x0G?9<0oMil
z<a8&g{u$^7J|8ci8skbqBc^>bgZSsZ*gblV4it(jp(UAfVYr~3P0Nndwo<Ny2{8+9
z=@}>fq_qHho;kZqSyDt<aA%AKe|D3hTa4-QW}+m8FMMf3OY4E(i9qIKa8CMl^7|NM
z2m}yG(qcb!YIV52m-IL-1mkg$wmal?-#vPK4t+DmZUHA@_>fPgK6`KJ#_z|K8G2-}
z{Cu1wI)%5ZfAE!nm1EQueE8y}DLr$5J_P>1UpCvEi)p;Zljq3!U;<zQboA+P0Xpr=
zo;LSMNg3*Tb<W2JsXcoC0IvsCG!#jSg<~yKY3Vvn*<425ApAja=i(0AXMzIe0!A~O
z9k#|u+#g-e2lMEmtf(fhIli7jVmSvofsY-ga7S!t#yb5m!8gh|Mb4K8=1vfUmiCwt
zc(iE)p1{mW>4KFM@AtF5+jZY>U+2dxt8zCO+xdDPoA(E|z(R^ZJAg<eZU%lo9=RVL
zI0Ajq*Cg-LAb0*9zmed#+27&v`QfR9%xTJY1FTNO5n+6M9|6<hjARUxz6tn#W4;^#
zu<MSS@4tSh2Y!d;*BPFq4fBo8Gk{Ka>9+ghjYiv&0r_V+-`4<d+Z->ipHJ7)`r8Ur
z1@#7YGZq7BCLo#Vv`^EkzSt+;_;wq1KV1Dd`IEjqGt`W3ck9&bPB!>)zD74W_~2t7
zOpe|6&l=}B=n3k3gy3iJ+idUXI5)RVdGD`W0EtNkW-N7s6VMpuJ|qk)CI0@-q9~lI
zJx-|JeFLp9vXTdXbqgDJJM_T=LrQU-&;I~Tfs#9XPQ>)<o)l>ba>z!JyB8aoCvSDw
z2*Eh@Es^pAf)F%;oOH-J?05bk4*U1V3_vMPw<MkB=6tR7!=6wINjhakfF{HP2cYOR
z+D<t=)v^Acdwg%xpy}JLbHHrp-RuE4{d(tbuL55<EoZqPch2MR{D*!5m5gn<8R?Uf
zdUn9{`0)O_$(g?+f1a1aQVa+hn;0iTlLxHx^0qmze2ff{jP2Ls@W-$6;0l(u-SZk-
zjXH&8E;h1-ppNNMa6#B_p1cmuPEK%kz&YwVbr|_~<3z`HL!MJDsmByDQWMY)rAj0O
zi~w~Kk&X8QfO%`n%xFKRxRmL5kWw_f=taqyv_uH7z7)~!mMU#C2J4O|r31@ms@W~n
zV*)@5TEWDW0lJd0lj?f#B2A)7J+g~XW~oflmlq)*q2?PsL-E!7z)`wMPC}GF!?y`v
zCM;E-F(Omx$L@l&9SZIgv|zYX{{V1w<YOmtMKxTlMUd2(vR1;8fEsHEjuJoYi(@G*
z?m-I9tddUoEiwcq$89&)`e8W*Se;_R1Vj-#M_r>G9Ge=PwW1S#W61?7obpIH85oYz
z#v2226uhjHu>*wi<So^>;>lW;td$Z}Njcvqx%KPlHsQofyJqgpda6@z*3<%8s76oy
z9U;spVoN0HV68<Yx}1!XNEpdWRxLWczO<Q)hoiZ>6XPu}!+k2<3qz<XNF;mOSA`^;
z5w{41nZ3=-n9#?@XRf~hi2$b1CvpfdIhlzu<$i=|StC1d*E{s>_5Pe{q>?s29BugL
z>(g`BJbg~XNlxIOdwgT^J%7`$8zpEs*ypB4)a3LZEayEt9v|f&0p)qH7yd%f-9Q9K
zqzgpa0GT~R!HJm;ayCCv>4Aaye=nwV_;l~<zDMhBI=BEJk&VY(osNA!A70txm*z9_
z&OaYs6*eQ&Zljc)t>|s80c-fYGA<9ga)ihRZ+@CYSYwNW2Pdh{ewgD-cK$p603JIn
zB$1>X1Kf<{{eB1FIOe33<Iw!N@3&Lw!h&rC4<YFqUIyFkCNQ!l*Nx21va4S~<}}k>
z23j%S?*cK{e?I=a7RgQmhfHtjosU30e?Gqs4BS$4jNp#B_<(lcwm{Yt5DJQh02m~w
z?Sbk}a0cY$3?30sV}Gm&iR&|c^}|$VJm;taCVn^c!BdF`a6ryB#sJ1Q7&$$<4yWh9
zh*UbAUC_h`#oU6WsGTjefH!gHRfM+MLCTb)u<4R`SU|K<7BXsgD~hMYz;Zl1;%vZ1
zbfK-3-mQRIhBymZxEAzLOQbRTB9szBqp-ZcC>@HWNB}L&_edc-bUatok?1;HKsPg|
z&Uu_V0!Svt*+!)45fT8o7n^~C*$AQA1uaH(n%#LAKGNf1bozUxJNYOi`%{3D619y9
zDbxYL;TblgSAJ6FyHb$r#GL9{iU2qz0UvN98)(2zIt~ObF-g>Pk}<w=K)}ZRk4?Al
zp1g8#l#oc+cNjbUHpj~w@Ptfe9}&m_zW9|c3nZ8jB$%<7GB$y7ZD}1aUhC9qsR*h?
zG^tym6$*M1V=Y8sE13kS9>00m>I)lXrS#!FRJLWsPqeq?R3H<S&Vr)*0FVevz$7^x
zcsr%kr{GA(2X946zB%deJ^S_iKOFJ$E3)7@=EQkTEN-NNbS!KNTtW9#liex=5J1NJ
zy3u2l=^JgP`wxK{Vnh^9P?7->NRuj&A`SXTGkq}JILRtd0{{$T7&+h9;lIFb!DF$G
zckPlv#yvY6^%?KJ!?zBr>84a%bK4j+`A!m{G9y88N|pZrgQBN&l6NX-?f(D{F~JQ^
z*qa3=P7^j7k(5h_pz8!3#;gr(EGO?Fz?BX5^i4>c9&@+?KVMu(0TJY2jixk{H`76L
zY&UMi4gyq=aCYyvZl5mazE4BJW3<#1sA*9I5(yh%cJ)p%@XynQgN%d@hZx8Q=6=09
z?Vh{=S^*?}9~}1h{{WW-z=NUNn2mXf>Ac(!Fp^S2gl*{&7QV4!PM5=S?J%WEz#30n
z^~mj#03G^~obS_u*%aWCRih^Z2|4OdbCJ_0rq~^^!;1V(N3qXv0O^cvzw7bfs!TN`
zk)$ioeEV(q4&M=+aGlx+5J)!G^PqzR(`dPjJ#MIo01_a|M4dn}Cu164;vu?r22M*O
za51(H20CY_Z%<ADyG-{^S{dwdj=1^!JCJw!I9|l^)*DMDYgPbC5=zc`3;~~?Zl^fk
zfiKb-f<L{J?YIg|RN-iB9)<O1-B#z^1dw|5;tLB&`h)3j&kEbJ2~vn8fCA%d7#hJE
zLBB9`X^kHU^WKbEYkdwmfD3>U5`uRs&wcT}`|w)L(aftVQYw};S-4UooozQW&2fi-
z+_dOzX<2Px5Ok6;*qr6alO4zN=POxBR)m42DF?7g&&wxsjr*PnpQeW!DN+<hPebrH
z*l&zyJvYbJC9>Ou6{INZ@aG(dDAe^BxZPUWvK9a_U_l1L$3qce8+iy_TK@oO1@~_u
zm^{VhqqPz=2WqyQv`9;dPC}Nba(sm)Sl?x+ldv85dMJK7IWKoki3X`A;I$Ovi4K0<
zqrTD+gN2amWo#%XI8IzhBptv!M00LOTTX`?&asS?Cpg@0NGHDd-|9F=RBRY>njoNp
zK^x$b2sr~FWOvx~?Zsy(nqRx&Hj@%;G}IrSoV3NZ>)b#{P)UpUMai*%6hMm^yy|Zv
zJ%IRAr&-+Gpi?E=HCT0sD5u4iRS=<gVQ4@?$VpZbzr1nNBz59$RJnC(Tae$WRZBGZ
za9CUK$$3GfG}}qkqDzVcI2{fN`tjqB!jFmT_rl%DNUGblnxdjppKLz`$uBz<=s@9d
z7Z|9aY?OPcXo8S%q=b+Nk^V3~)gE*6@|bMv84lU>M}ox4m_m~-LKKjNp|+5er3qdM
z9$`|Fk^s|!c+IKdp-LH3pC}tiyjz#Asm9e86;F5jVuX0C6kvgrO~CUv9L6R`iZ32_
zR2!lDf0T27V^L_*l-qKdd;?Q4-1pSs0HsVm5}-10l#zpyb6eH#5LY)h?kP3P^5R8G
z;%Q1@nCXy$#0D}#Bg0_0za_Adf<X6(DkstcA?xa>Lv?GauPL>uMP)9nwXa%=loqsZ
ztd%I>?Y=SSE(M6=QcT!R%W6}K1<3|OfyEP%l`A<pJ9Z>zwsVQvF2$pc@Xx~vwNko3
zRH6!G06<fADj?hp$<W*!bbXuc;(I;Bg;J?gRZfh-KqPme1dQ1fQ~;gxa`Q=-ywI!7
zkwl`(dZ#K|Fr|o*Dd>MoOeJH@THQb@^Abi#Qigr)9Wju0^wh{{wKkHWfr6}d#(QKC
zbMwc`hT`3aHH5a+QERG4KpAF9TY)(Q0+s42O2EgwPeIUh;q|qsG%3gi6y;K7fuuv9
z?=b4mPbNZe8~*^g4kQ8BIL8}3o8c848;4U+y;iEFFalEPLQqIfP>@n2006L(M>DDB
zyIIHSJ4MDSIE@`3qiNtjVpIx><wZ^tn2gJqfUKiwoG4)hEhy+Sf-$$I$8&-<8=cS3
zg)2>EAz9xWoP0CWKM&=%1<q0`bdu1U71kLgDNE#Pj^G=D+sGxg>HwXO^Wg3?CBWKR
z1;w~VfRI#FNf^K#cfk2$ryWU91_>4u&g3Lq&fa?Twm8*{#Eis2l1b2bZ6YRo#_|l{
zLkKE3Ny#7poDQcOlehK2-`9su*|QWQCckm1RO%~dEGJ_osIYPwih@qWY^M|g5|R(D
z1W_$mHuPqzms48bDND5KANZeeZignPa@#!=5}}s>!Qeew;;7c&4^3D@XazB%wlv3#
z&^SwMwlI_=Bmi&$KjJyz$+@}PefN*Ot)?PcTgpg+p%8Z@d6V$g#OP-NZVLRG!dr(O
z2&d9wkeHPA5CdpRcJo~UL(F|+1#YV+R&WM3Pa*Yc0~>+djrJg)kEsXxaj9?&_a49N
zzsqms#-rU(&ckz@?Y@3F`EfQ-k|HM3G>tbh5A`Q}L7KpFv9XArQccdJS_QffLxDho
z00Y0wW3cP-<2v=p^*#H3Uxssx?Z-BhazMe<2VaJ8KDoyoeKyJ4(;ZKJ^Zj$2fsPYS
zx_$n*aNI<h*xK8Gt+bht3=t#@eFW?>JM3|c4_))OZNDt>^ygqeQ8~fy^Yq61cKkTZ
z4Y&2%C#mQ&+vndI<7@>0Po{hK1LMJjBmgGKF$N^<rSD)byptBkFn*_CJ^*wB8|3Hd
z`HhZ2BzkYK#{U2e^!#_uc-uf8y^mi(x8?p=;{tK(xZfx8+vb0l3mmi&f4;h43PB``
zg8~TCPNQ*dyXXeYKKym1aot;MN!dtQ8PBNLW3dNq_uzVJ4La^>F&lgz`$*tLkO}_)
z5mG{%aD%_R-u*QmycHdfYz?|#{c(-PF}WG~o<87YZb|8p>+{Fq>HH5pE<XIEA3Y%7
z0F7dI)aYX5iyLpX{IF=KjJlv;%1fGw(!<zg@J8V}i7hDhDhnCLLQ}ve*m;*rZ?fY`
z3D55mMzE~lr9@##Kk*=_5zyrE!Ac3hKA6u#lfPZZZ0Fa%2UNvXW-P^EwDe@8t>H8U
z#9;{pscKU9YXBS+kV)8QJRGKPZgvr%o_?H#u-E|3`U$?%Y4g-|Gp+#BDe|haeV#s)
zl!B*TalnR|X&|X?IJFUkqyj+PsNf_Lc<nw+c93b*-ARm>2enB#4$XBvTv@;=WD}N}
z83T13sGbfaO{KWs?C5APSxE)iZR&9o92v=Q6XvCzUvvd1V+5x-;GOzpfS)mhrc-#%
zxZk`d;-mxSCj)$Gz}q;-33&hs8qY6Jhn$Qo$pD@}$1SEtmelR(g4B=)$EFGT^*sk%
z_1_##zXwVMT*mdqpm*<|?Lq#3T>LnMY6S=00VOAJQ_$nkj=e@RoaY=(p9cgJ%uo(+
zEgpwB&-R}m!2C1w8JeH`RDad-L7Z2s05IjjFo*!?Gp6yUOLOaaz~58y{+xB=f=&)`
zpY`kW<6^Fx?VOQ}ZT#{-T{zOlK01wvKAd++&gbKw>+|~j_zaVgpNalIp~m2m)4yNW
z^x(o7+Q*;Q9TuVp1Ghu)-?z`=c+*n1-0#K}WMGZ+*ZF?EIM;&<=lA#W#&OAge?0z&
zZ?DgeymDE}zCaEP804@B&q6lXcH6J(`0xSr<PnU6xgB;n2lL;90x}53{l8y4ejEl;
zayIG?ewz>1(}VBt>|qA|59AN$i0RGG4m_pj8%kZ>ZM5BCE%|KRv}ZqNSJ?q1ATDD_
zQ*)baY}*wkCa{5>Esnf-%;%dnpD#J7df7ImN~dv9EsDeRhAR@$6*6Q=h7#RHwWdFo
z!-<Db5+SAbgGqcaUJW)Cr;kWJB>9w{Q1W8?zFJxZMx94oN*YN3xm~L`ie)6>UwAPx
zOLARE8S+?kfwvx2sy=M@<V%#}k|fG`*$>EdMQ=SJ<*CPAac3%8+;M7J)UDK_Rgy_O
zMDG!)rO4YZ825@)0+I%RWmb}8n2iTBi!}T$lC!*Wp`d0Em7tc@HYG(#BQyveAfbPU
zXRgX<8#v%N=%$<`9^(m0fIU0l@7EaNIX>-(gs8Nao>uxmLXrvW3YG@r89Q(B0~`gB
zPb8D4u6Ib!!=`q?@3&m<+__ZDoL~=3=fAGl?Zj&1Rf-o3gUlgaGzDY>ZDYzYIy*l=
zl>${ztt?i80JgB&NaQ+bP7(9plT&$0T70I|wJbD&-9(Z}8xxXLecjGa$;hy&#KxAA
zpSdBkjAwN=0MA_g(~Zu4nBbW-%qVOR%jNR@boIll%i4FjQW(w^6pgWsofz9Y?fG}@
zi&(X~hZeF_qm<A6LqIG56JR47)J-(bM%qqPBoS>-hVn@&Cfk_XVT9e;Ptx@{K_mjx
z$j&e@g|@GU{AV4;`5+8}b|T|opG==jbR?0tLVpmEzV4OjPYG(8=AMqegV#Rt8c-Vy
zbx!>cru-utU<?49eLt5{ekapBF@r59q>q`z&Vk;j?{E7+w@cs7_zuefKOc{BI{-Jp
z{LkTw-up7SS03HveZkEMjpn7y3Zm(h?QJ9mXcokYF?BSv@BaXOtT{W*`>0wV#ULFz
zjT*GVmb4)VQr5KuAt@PJ)}y5<N=8Xilt2Iso|~RMR`No}PcC^$%c~$Z8g}2b=<#QO
z04l0G6%wk>kT%ryP5DkJjkPc7#+4E?I#flFlL!39!{t6+qZvF+(w0(zZt+*@l){Le
zH6uxw^TVOW+iXsEJu!ig%dXux+#n6k{{XK}HBx~94ug$MVPg)EoDRDj^*wrLwmmrF
zvN40-ryG-v&jHr1r||w?=fQ&kmUdD3{(Kj@qBHX&>AwTl_fOOKjtkxE{{V*_{{UXU
z%ZOF)92hKlM}Nop4^E!Hmjv<^@$ZejJAOd^KOPO9{zLfwzt?UFpY8Pid<oa#^#J^d
z!_lsre57;rpF3@W3A?1@Z;t(NI9qbEcvIE8aph&X><RHxoB<{>e7C|uIM(9|ZAA6a
z7@mnZMamfmZSnkv_59BOXtgy^?h0j5B}qg{ZLQ)usxrxHN)KWe9d4wKgE<&DJX5M~
zyh747Qe=OuT|Y21+Zr@Z_b)cNuv{vCfWTI|z%$hAiIvK_s)JQ4ef4|rpE9E$?fu$8
zK4MZ1HbeT9b^r%Qeze{8!tx#3l@1>@Xi$*36l6-PR2Gound~h^W);lR646LdR2JzK
zwYH@K>S%IOfTvaxZGt4!Q12RS_LP$fpi>>k5^&n1%?Z%F<4HnS<v32`0Q~qF;ughX
z{N;tmPIen}q`-*vS{!Fu52i}twBeNrO(`l4qJ25ZkjqL0I9^ClJacLn2blTpJ~-?f
zAcN=e5I*^1!KMAp+4E{qYZRs`)QX)()J46_<t_Sgq+Txn0B9bQ73kLGCX+{n3W**B
z8%?ECDq^s;+%)$qiJ02t#Ek(nab5S762Q3aNY^xYR>Z1}4kOf=w(J;J1zXx6q1T&g
zT$nCb>9Of(ffh98{kbq_DN8|pMb*cB^1ZDaW0ZXJyls1<+Fmpo^U-KDgB7*KnL(^2
zsWeHGrM%%Qj%l*vNqI5QSLZae0@{+LgdaC-snj_aZ5s2SQm8j9Nl1l3Y3jpO`t^EC
zHAs|tn`vTz`kRd=BEz*9sHniFi7XXFLKh&$Wo^Wmi9XJ!+Dw&3Y@j@ri>&EsPL`V)
zLcvMawWUqC>$*ymqDqyiVDNuPp|K(zMzZW>R3yWwHr$(dGa-=tcijy6(Hw<^CAK9v
z!%wh}B%v>`8Y&7QBWo7re%z)`Zo6gNHuX}QS&IT>n#D4yN=#>@LvconE*(LZM0u!G
zb;<XTi6yd9>U1f+JgC?0>uJi7E)29bx{VF`A&*j}K&nPGnIcPIM~hU6C5E1B+GUuP
zCK4t_ap#uAgcn@YV8QG-bl8<DulA~|{hg^(DbgSIc4^XU?$sQdLTQ*36-uX6*9xBM
zl0jN!p}*PAsrd62rz4ncwvi%*rM8-ADnzBBv?Eedr7cbbq#&t41gUrfB`FEXQ5&8G
z(jsf9#)Da?Jxha9oe2|^<7!-lu;S9B%nc|dwYHYt1qaL-3&;h%Ts}2EUNKjy{{Uin
zduUuW>z;!&ij3&-=1oG|i>*=}am2oe3{xbiq1d$-;y`WITUzjjok3ZH2-{_Cs;f?2
zZE%xLaTJ746#oDv^_p-}l!s&ppoC6}%TE=DRNTi>(Q5};UlIzNRJSP?oGCSX!jAnm
z$JZ#+WJpSAS86CN%d61i$Bu@o64LEzTT$boxo{-C1yc~jrkVjsZC~OZ$?&_$YjVWp
zoq&1US?1#H%Qougb;WbnZ3xzETgGj+)R~qorDRj>Rw~rE_GLn=Tc<ANtKPQ>xY~8O
zQK=AOE;NP0$gV_gbb$I6h>|1ar}QP)QgW>g>>C=&lp1kELP#3Zj1-dwBwcp(Cghn?
zu0F9kyt<9RvK?kx)RlSjWclw#Lv0x;N)}6LX|lE9C~Z2Do-6~v_laZ3-e}P-x26<Y
zRmlGUvaYo=PiCVjbXk#}4a$ncxNxpJuc60VX>G0O#zQF{X=zBUPEbE+)Nh+UCFIKL
zwBPLm2BOTD(GdcKnAJ4a8-84m-2&_-w&O0P#FpeTl67G!2bN7)RM_#Mw<phTIa4e=
zMwKoy98zPIkNCWR*k4dcI6H0w7Z^e$5ziim<#Vr>7YB>ZRx=itX;7@Y%?#hvZe=Rg
zr$Co=sn`wE9JS<BM3p;3l|s2`>8Df-kleKi4<<sKYFvdj{BzFgxjaJNDde{;<_PwE
z8TO>#S7Tb21uvn{J)N~D2$qOsEfC?MT4vOer&d!I65d5D^17gl?uY)(ssXWAa%s5v
zS5c6pC-z<L8Eu)C@sR0BYL|XfnN2Omiqgt!j8UYkN>wGpX?_v;)yvCMm33CGB8z6H
zMXyL^u8D6yGObphA+YHpDM6g4VT2d~ohoiR7(pv+I8v9Sl5G+NhJp#Xx8K7NDKKp}
z1Fn|%bm!-Z{{YL&3W3X;UYBaykwj{BF@S(og~*p7!dEJM*MLcWY{$yqkn)GTwUnhP
zZ7D)n9}#{gXneD!&Y{pM48L-g)YRFrl!w})d5Iu2(A~K;w}#Q8?%Z51OtJ%hQsZwq
zyl{u$O{Cbt$_y6};|r<2<14u;2_U4Roe7n=ic?MlgEmsu-~^V^+Q8LV)%&8SbWL((
z_gCfljxC7g#kd<Tt5V!?#gez=xJF)(=`J|0M1-VSX`*6mn?{msEpD?X^Tl@^36PQs
zwB`ZpaVJ|2SHZQ@b<}R!ysD)|=T=^M*BWitmhzG2tgXi#ab&6KFR1yFA6{1Lgye*T
zBqu>2<Qx&WBd9*S1xd)?sN=d0Mm;}=7XX0+L1Bt>Cil&7Nt3L>*5l7;#J2GJ%}?yj
z#}cD4K6|XjT{5bXk3LNvL#!#uEN68;9oX^Rbp!q4n@A-g;!|sIXGN*QjZlL7a-qy+
zxe=r^pr+kv)P*5wBh($n#V08s5Jw(=sneuWW-&4<^gPPKlbq>LJ1GkQjG<}DRy(Ag
z_&ixBhTd^S2#al1B$QHWPJ~ljeawnYRmBfB0@QxwS&L9Dt7M`=lI8+rIHW5p?pKjV
z_D&O!=o@gKbn;5?8wGL(aRp08rM~qe_RRnm2ClXM@pV!LyOi@HF**mK=zo_@`)8(p
zJaACbeh2INBe&Cm3K~w{fRA6-eEuABT5>W6%cs<RGq>f}jSvmT?+cHV`PvVrGBL!C
zp#Fy(52v9&ub1^a2<(0xKN0orPCmSGP{BVP{{WBq{IkQRa;h&deSfdzd>9O`=11X=
z;hcPc;4+2@9lx&vmN0)msq6eW4!`Js9l!dK`TRI=umJ62e~0B8-v&6T104rl^V9X7
zGmVG@VDX$O9b@`~`A4o45H_FcKSS}wU8e++2659JGr!@Ti2ndV#FypmSXHg&8F6IF
zrIf*cCsLH!6PV5%l5nPQjYo2}m+|5>BVtA|p1(2j{eKP|Zd_K=O0P8;<pCC|pJQ_*
zVKNG}LvZJ8`J}PGM7&R@7;mFHWDQf|9(#|3=@V(?jhYv7xRP{HDOaC{H`vGBu&CyZ
z00R=g9RnWhIr@7Y%vY6;o9ba|SAQV`(}sKL@cd5Sk3qz~sz8rar_83vPFtA5nO4B)
zDgd_PbC4F&(uWXnve1*;h@~bAwE2=C$Vf}^9&v|2>8Z68<vHB8umX^O#DxV8yfT@2
zk(8UJ!~HvaH27j##z<IDB`ICZTonKe6TP~L`WN8$2Y#Q&(Dwd*hmC>>JMHlAkB48+
zfqE0^`JON%=5x1Br*DQ&%YVm<QVzNc*a0yX)MzFSzZ_I3%^8VM7rbk2U<u!sTjNv=
zk=P_)dS~m?KTK`uz@~sYx@TZM9rLzxoObwn@TH^KR~2ZbQK`<f!9VqxKt*RC@h8pF
zw-b}qrrgf{hlfs!$`%l$uCGvW^WHoZ`A9o-Q|_fsC}fYg(`1hMJVvLRLGcg_%nO*X
z&|Dh`GB?_BAf<J}AtnswCc;b!6Mljw*4GT1ZIxgod&k|vMpUADU=7Z!>^uE<TT(0=
zmaZF9H1{I1wE|>MKFZh!zJ>n%#F2~^+EB(0Pk9+kw`dd=!r@b)#Vw=-OLPUi0RI3I
z<j7Lp1FrsHNazP{3hG?MwrOQ(_M=gGI){@@N1l?QoCQ9jn7|S@A=MF#=p<mr_@@_U
zS}NL1o?UIO>NeLF6GGE)UUDn}0O~C;Z>-D!55!3g7nC&U<qp;=FU(j8Dq<KBnJUQ2
zRN~UNolXV`KwzBbZTNMmw2N}tX-~(AO{FxH;ZmLQ(&tU}OOmBJatB2?aykweI<GaW
zQk9~W7CkkhNK1<XT%>`Xif|%2NgabKDJ1*d4+yz6N%cp3`i$u_ojnyH<+u=b_fmx&
zEr0+4C<y>y05As!aZvC0u4Ny>owU{<515@}3SXyY%{CNla~QUllP3Daez=j9j%r(U
z;G{zmYcdi@(HMDAin{yqoxmyeQ%$@!+iYd7s`EPNsHI4Rxb$f2B!6^An=em56)EjS
zDjE9}o%<ux-yg^4lDXfL+mKBzMMTWpRhXD-S3)Sc%*;KxUy@?XEi$*<E1@)(+?BZ$
zGMS7vjWo-hFqhAF-~ZtJu)WXa^?W`ae|3ibn9=(~gX^1<4_RU?el}9v7^B-;H+*yn
z*<E<#5w-R?*|9mE+sdIS&pn6@IM>$M-1+bGy(!p78;-IoWmZ2IFzEWF=zy)wd#!i!
zl=e|?mYpW<xQx~^S>x&|F-pS-h-;9=*<QgRx5?n0bRWYoYp#ANlQ&-TOhbP22tcSz
zDT%TEYtV|5O@e*SP&diHhzEd)tcSdUUqICrWH84XTrBio8gq|rn%FfEyEz;uoTgd*
zt!-B4!~?X|bmX<a@k2#_h)!o7MMJXyy7J+DH2b9Dob+A7#xX9Gn{bB}dl<ve18_d;
z@+8cV|NP+?V+SLC#4^05pVkaz(CKkmTRov=IAp^5v1`OtB^S=6Ef#EM54pdtijNo~
zFOlfSg*!b|{{UJLU}!IAn+1prn-*xbMQ$uA3K1&lZ>Iyk4vF|~r#<Tx>)c7umSmsx
znw90>A*?GKe_YG7ZPoIGIa+?~wqeTGft3RbKu4NN0;u!|dfT3l{-CUYZw~!1)vc7&
zeU}n%vn7V#)R8bj2mA0tkaZFhBpCrfPRCY}*JT|Z4k?4^R5YE~s2qpjQiMf`v~Bn7
z94j0~`LxM~A>YKg)0bmSUK$B3_<+JGGD5T?6FE6uc9O`3T>R}%wkwee+AhU*bNl;;
zjVG&vG+|M4l(81%k)0c`d0cYZ``E2!pY|*A4_O)6<=$^x6A&0=Yy_1ivsS#fYtmrD
zlmnfTml=I$6s9Y|IQ1ntIdf!webVcC5gi{_c$~C;xF?$|PpDhjrZJFSwTCSx0HCRf
zJI9$BV2fL-5gNC&zJiej>{*V7%Ey{=4;5`umVuPXydZPHvavgVoZJaK?vRI3i~*ub
zV-1w*H}FS~`x(p?g7-T%a(92jQj1`pm`PmR$OFkafFDOKS-DAn+KaU36U#3XAjo<g
zDo$-^U@!;}yqP3t#L%8k12Y=k^GPQJ|6`d;$gMLjUY?M|laZZ;ZiM!X8blrIo0JkV
zMj}TKK=H>M;~YeT=+@Q8gJj7aLfJMm3f)!QJD?}`XJC47!3TP{2ang=HZe86snx4a
z6?jj_6mGLxRt#F#lBB#z>U>XDVo<nT*+SB>myG;Kjl51NqVTXAoY8eB(r|1*=fn2i
zW)2Z(@_b~Z!G!q2AwCR6`h`A<)mL5|cpwFOL@QH>iP+zzw}7_eFT_{??{pfO2(-?@
zIRgN_gWJonV_BKo>M|=x#8k;6S;$UCn4FvIKRq0$3K-p8^OltbC}Rw?U&B*O8VLBK
zOcdfoZfGwD3FU~0GiGhm(tmE${5EOe>b@lxzIWW}KEmdl@woojM1CZGRGE{e+@+06
zS~t?;WY+^l$~DW1;P)iIlimhv6J?k=ZIt-sfPbUpsCZWWdwqLvtps3^6Ise&di1dW
zpv+0GU|N|X-PP073o{0|Xw8_A$p!2YH<dIDC4+%p)0vr0Oxa*36T2s)aZkwAR4-Z|
zwb$_l*#pM(TJJR(TV!>UYNA(&Ak9ZPn^NTY-ga`IDTs}-9qU6P#v_#D@`oiEIO;b2
zxD=w*^}>RDrK`XJGUGGKe7MQ<XtUipZ7I347fz7&G4R+0ncR64q-5n7Celilr?Uul
zgbms}fGJOE5YT>b>WLP<)MJ$Jt>@WL^Pnb5#7IZxCrg=f)^s%JB{0A{l)2OZz*#H-
zK?A`T!Wl&5Kn&c3T|g@_HZHY4u-lleJ!c#cgs^~RG#$3Av<SciV=S<u=a<0Lb3s&;
z-qd)2nSu?XW2G)9u@4tI=2UXTb?{GS39pqNMm?KmknRx%60|soh6(b!0+7Y}GN^H;
z4}E8)=N_aIbY~00N>RCq^3&h2=@p;I9M9m|i<sD2@<P8UDdj)e`U8ODm!(b0m)4Mg
zfgS9sy*v*4K6S>0+mxklH+~%FGDvS{AGIUP=4g#Uk7K5dK6>L=Av8tkrCO}wgzhto
zgOH;A`F<>sPFhf|=6D0Jv+)}Dh(3b(97XahG91Oo_8@{IOCaO0MZFrILy|$^LKWC!
zE*OK}XSDwAV=sLmwu>`0Q7k`f>Iz|bI3I{;ReK%j$XN8d%GhkR^hM)aH<uD`xOtM(
z6!X{?I<MvOU5hG$Sz*2*@+RnG{KdSZ%GOBtZq-fc8(HG6)(gu6`}$HVT~WJhM?&&Z
zrKSBQVw0t`J@k5&iwb}8>)7HJ2KLxvLn4vP7#<IYWsZ5JW-Gw;5^{S0{57}s2M#O@
zYM{IAOiU@L%Uzv7%IvQ1K2HkN45ieup2D$PD@V}YgmhNb{4rUum7Lst%S4~J7JcFV
zZr4`J68>V(q{Ibrm~ez7OE?4&*_1qd-_zok9o?+Myonnh5YbQWsEpSXB~y896IywY
z+d>I4L6TIFoMm0guh<yq$;UL^w6lOA`{U)|oOUtdOfhHZ*g<ljbH(qobEbU0R$zqp
zVFQ!tdHGyrVs_|h(;-e_Hj&OR7VG-7S6?q^-&1O#@0^l8?FRoh;H5N4gI{`${5KZ{
zNr`8?x(5;JaLz)gOn^?<<1!4ru0I(~0C)WyT=#R#D?OATCN(;YNn>k8Kb&M0sI488
zuK3O7$u87pJHuylau@{Bk_yjk6WOJZjs3N(NWUxq7T*+?vi&o9-;?Nn!b7~8mJ50u
zZ~GPh%wJNY;Q6hP!H3VKTq37Z?OlRU8EWP|_Pu{ijUENLRkXv8LZwX3g{~c5lW+Dp
zeY(Zf2Jetu{wh)IVsi~=oqB3w{vg=nmdh2Bc^0DY;j&IT@N_pKR7L0ld!8!hV~(gx
zTBy*Wq6dekC>kTB$mwz`2^P<vs86`+;`MBM;Y7l_r=DEYq|xz<@*)pZ_%P5Y#hjYk
z32+Vru{jqXndlY{{NY8RiSK#-@L6xRlA_`P-L=L+(4f>W^Q$k_{A6u)1FYl80!qDt
zzLG%pbA8{?9ym@5mxZj*Y`u9c31W_-XJI}OD~ZW7(xMBfcKcv5cQI#gJFRVB^_Aoc
ziq|u|d!sScdP_hD>nkEMIAgO(C<~I)axksL_f=^ZI^I`Qz5~XR$M|2=p00g6>24mK
z{CXIZjjP*tk7UaR=8nUD-k6(HF?fCdxW?>Xi)+{eK9|DVla<SmY%6eFDAQwwT)nB*
z)vxVcCE~ahL<0{!9?rG83J0FG2MAr<xks|Qrhan>5R`XEw%F248CW|wwC`oabpU!7
zxkT!db~wX*=J)wujpOoeAq(*BVdI&}a(xNv^&V@T=0qPYVZE=)(N~rmSaiq}b;0!X
zdXlJVjCwxB3a-}Ytyi@`O*H-9Wu-sd8n7IlxiuwXTQ}s<zM55N`|>KX64Ynv9AQcb
zrd3kep*X$@NX&weE#&MXJ~-l7|F7Qu0Z(pxa~VgA^AhW0p3Y4F%OXXHpZw8oc|+qJ
zYxF=p1sOc^i#kK~9|0lHf9Nvkm%QqHZB286&FbD&>*?&QQZYXGgPwRExNh;~`Q+xd
z@XsF*ne0$rb%s->_`w>q`yuK)<X{vuDORa0?I@a+n<}l;o-MY@pQUFdQ~XXBY(T>w
zZIM!zRn63_6AgBiK^U#lhB3Jgseu|)b{1l~hmJYgU{It6=GvtNCBI*|P^F**<NgVR
z>P=o2y6QC?`5(aVb!1Xz$JQ#0vF!9#{qu>Fs#m{M46@gO?`rDyS%ccARV?%BtYH>h
zJPyhMV#Mx#gTGw1B`+`5*_PL1lNZ?5&O`FVvbBzdgQM8+A^oZBx%m}R2!4Hqe40WH
z<g~)W2Ha9$MoZ(+WK>zgH+$)2Q8t-FgkS`@%Vd0`>od%Wmq++Y$_g5=nWW&#`0&_p
zxV^FC9iZs~TrV2{k@NN!YwGv=F3_C!sMIFbKxjVEC{p@`npmru)R^->2Dy$t8~r|B
zR-8yIjRXjiGj=HoC?aipkk(#S$yNggB#Z}eFI&2`O;Z=5XwQ5t98QBP*C3Wo${`9&
zFaGuq+>T``iGcMCK%;GQqjn5I_edu?-c(Y?BZoEa3oO<yKG+qVJmm>}UZFk!BJaMb
zf8c00p3aip#Bf1x72F&JfTQW0J{%A)JjHfz{1YQt{_xY09w-)i2o)Ek(?u4Pu^CaN
zW{)fD)pD~HrhjXDLjEXZ8b_+0y!~|07XB*cURhT5i#HNKL#!ZxLgYg+;mV{eCxxi!
zu?ITOJgc|U-l>ZEzWG)tR*Fu0jb-~@^{MK~@z>LQ*%AlC*3#zQZ)8<!lPgR3rU>nh
zY{Qtjj|tPV+kaq8RC{~5?09WZ?LAd7zZ2~r?BgA)C!C&!UKFzUaVy4St$uQ;=H#3&
zue7iYTQ2sls2A?xwrsPin)46qY&Z{O@4ZU4>E@XQHs-vl#-}TuHZLlrk90#O<XlGX
zTNl?1AN_iosC7;$MdY1DYHk)bp^?D38PNV6a&okK7+G&AR8?gpx%21X;a#`VI1VXE
z{dv>;3yEeutntq-1eeVfWU<77*Bt|j|M+h0mzLyEDExYj%k8#w2<T!<_DnA*H-#ey
zqpFtS=qWCWd=YTsuW8Gh(o2%FHNS2J*I7AU4_2vH%c{CBLY4btLW))(SH80{FEWU?
zu-dgakWFZDU14lef3*7v3nu@~28_8QJ_3xT<Z2oOt<Rz>Q7&bUem#M80=n(4Tk#e#
zFWG#nRQ!OuO|zUFS&?(XNcb!F_h0M2@#f^d3{j~Y;GNDrxXg;jm=0W&9O(hzN;1S3
z)p!QYoQEbw!075e!H+-Dm2WjZRE|{LS5h5MdQcip#>y<ClEpOR0d)OABLJC(DZ|OT
z#iPa_q*Zd@xpydCar{T<7KFs#8K<Atd3I67H!Z?#b-fU9<)(k9o@rl*0_0y?rzAeK
zS2BBOGxF@r+1f!z$Ur!3!eUw#t*S3qQec45Xr6#~001p2!#dJrq?Zegt7=gnsCB{n
zi~>j7$RmpvGGB1fRoZ{QBK{8tzV7p5+Jt!n3S~J$)^rKY#<;k&+`~PdMUQRB?pO%L
z1ibNAo8I@>;~(svE`UcZTB9D4yhO>$o^-C=hJhjNIme>M7E7|H%3lI*&C0G&z=0J;
zn?khDlRXy@)m*>XIK1Seo6<MSc-Eig1e#jppbN+@l&k(A0}tkEkkANZ8%*3s^`t0x
z@34&CpxBCP3m^hk=@THB3h)XnDs}atweAej-rZ(p=2;gY&;ftwQN%9?8OqiYTK*C}
z{j+$zpM5L-<@sFh8J%JaCLIF?bEYR`Yi&`Y<?a52Q>`UV5)Hg+jbgNCcaL3sG8zFr
zQgWsB-SIoD((GSgjeBa{+75Ju-gg&}aZ#o~;d9N^Y}h6kJ6?SHGFTz3S5p4cvfgww
zGpO$U)RWCud7j)lGd6_Vu=r1@WRXI7BZTTDDLVd0bfJ=Eg^bswET)Ia^9vr=q}Xsi
zQh#k9$IV;keDg_)cy8WBDY@}KQiDC$(|2dn10y}Dl}Vkc_1z}#B_DZxhH)mo=H@WJ
zDAr)4h^n=XHy;jZ8{Hcv#2olE?Jx!wGWViTYskZ>!&vAV;fuhPTiXMIT$;v(Mw)1R
z#K2*U0(EB)lF>_MdbJ3#s}G{q4-zIl#e%I0FN7B8J}K<rN%WqH^7wI+5ZE@#Wq@2Z
zt_dM$CVQ1Z=`Hpl*%lF_6o*+h!sM#4i<bfDV<sj}L$m4<^bbPF4%2VoCGXI}7t%5q
zB3I*Zr1>I^B}h&*{qRx);yw|@ovGn!_~hNfJMPm~mtHvvmLH$VtNY;1uIU(c7%6gK
zX3a5{WS1W<J;DWU1uQTUTj^?$)vEHZJy3%M0A~ilEGbL(FT#wz7obhdOy*wzZ8T0F
zHWfeC3^{z?E9`l`j>!3WUx4R{#BUFa!><cA9$y=NT!2`Z-z?@q!IA?Q+J(Gl0jj5w
zpC2}AkJtTTQ&vvm?eHFaHA%_PJ-Zy`ox%zG^K|K8G0eHLx$lXLw_&g&nye&_A6^b(
zlRD$=mDH#J%eHQs^r~f0WTQi?eh3+nT;68G*qz^1B;dK=1iQz&^Nk_*vB4MRu1_h>
zw)CB3$DYb*Y<>bLiF)SSO!Kw()5?;?a+$l3cgwrA5(Tx=1pK`hu<7ciOSB#ZQz<a8
z+E|{gH{Dm1`sS@{oyhe!qSbOPv48Y=U=kMugUwb-3aQqw&O@E+Y|L@jzB^WcN7r&z
z_#a*f$(j7vHk%mI-!NioEMpVGh*r3*9;74jgd7;6CA)4Fx>mXoD5#Y{LQTO}SY!?h
zoEK-(ChIpn&de!p)zNU207OA*G2za>JTYauL+6Iff^czkH#T~_7U9GIrunzwRNm~%
ztN!WKQS>Bq2vSnM+BW*b@Kn-6cILjo+IVzJKR%1|q1YQS$V!Mo0+%L_HKz!6oVl}t
znTxx#*N>A8gHERlmy~{DW*N&0>I@CS9X-_-l9x3soPx8&nkH|6>>z@Loax>^z<BBA
zWlrJpV^OWl1R0Md{pnC@S65M}NfoPnt&(l&RLce9F#zF7k5WEBl^AC#r}9KU2g{87
z(M**@mt&TG%B^z>!`6#$Ct`lcup9_tWMo<|z3(Z-ajtoFDoqlzsA%q72A5u_uVPyc
zT`T#7-L(B1ei&QE3}s9r$;k)%u~GAHMXeySPl&m}huwx;*>SVXHDZ^z@k0i7eJlh6
zz$L7%1_SKw93b(Jj@ygWOp3~{Soz`y1=am}5FbF`w%eoG=BCQXCQ|(I_(-hh-O63N
zW?1g?lb99dpy^ra!t0kU^u8^|VYgl9&mYP0oHl98Hp?0Sj$xlW!0UI*@gq62o7tL|
zLpfhvO>wE@%+8uYfA@!Eek?1|iFHX<%@+k*UT3@No!1a>kHkIP1%_FeSzAE)vn#S$
zQH;^$TaeO1);mQ$lswNo?oi1%ql?vIX#LZnusN$Fo;d^gYYNHv(89TICCQ(g)3j?U
zlc+r#&YCf(Z%v92%yZMj{s@(Ue@FQ&;VouESprko8ZKfQy-mfGVz`gxNy!;w4R%IW
zdmg;bWA=)I`BMlia(}2tbRsNtmB;8~(mI4c`q&UOv3k2$UBiM!Y1Mz<Os_rv`6d`>
zEglzcHDvuQ1rl#@c&fI_z$=7||Jj+kL&GZgY!GZ)4ET?X-8Doxza~tYCjIdm-D>LA
z1H5EG@AVc>LHxiC;L5YJW#2S(op(NHi8Gtntji{^C#RGinDJWmNw5NY;i<eQr_;TX
z&kbs;zB?)HB}mBn(MJxwYv$f-y4DVd0|TLk%h{{dL(*0XNhv4zWfS#emdfQ*`K<Jw
z<d1}sOVrfHMLCexs@8s*#P;AXIKSKWn$aH?0=QzN3Mz}&6q&xL^I9R%8cyt-({_27
zU%!dItukqSpsUK#PsnZ4Ytx6VB!z7PF_o*rt5EBP^9N-;m-wXTUKKpG1B1Y;O{pEt
zHPEvtu-7&!x<>frbNgzXb#5NM%+awjTPL@;7qmqg_eoXit55j=$$|Nga+;2#-U?R%
zM37=3EC%xfk5vz$a{(`bdw7uUelhD=gTzA4oPU>V+zK*S>z2Qx7ILn61{ZdjvkJgs
zV*sq3x?-gt{hRmU8uJsszT6U8Ve_;Z-@4sQzvdXE483|gu|fy^aWo-5IQKQWFYn&g
z{t7*?`{v_#UFofk%iIMQF2mFC<C<C3_I`QvXZK6KIf`btl!m!EUl+!%sV{wBJ*~iQ
zHDuty(N{ZEHlxB*U9dC!$LhPoZPCAy2x<y<dcE>jN1mRrPnGOEi0~VL*Ad{Hf-4#Y
zBcV^vLRB9R2s4HOm2X{>g<Gbab`vr2@V<z7@Z#}-sy(5`^{?I5QRsZqfR}Fp@a8kI
z<#VvF>y?)!fAV1KI0Ey5JNOIHKf>S$n_8=Io9E6iYvds5vc;;L@wu#PRL?fG&5GB~
zwx?&TKkz@m6ACf*gkjF>^4$<h+a7=Tp4><D7<_w;9Bd-wPWtSH%|J@iD@7JzEJSFn
zRKf+lQ<|nlpBS6qs~)0cbEgzvhrNtl1`+i5hspC3t9nh6<QUdoCyVm|f;mvM-m!e4
zpBzvM<R6d}TWWi3$mZg`;41@q$7M?CcH{=*&B)b}=AmC(S=g5Fq^f<}gh}2fh1q}<
z+cft3T*+Vl=;=LC3VV006~w|^(c(-IA(i3GbrIVIT+XZ*&Z~|>YH(ldeP4STQc^e6
za~KZ^fYBPqVv|L`HM#Z3rOg%(Q2&kfU@6tmyHfCl(4SYH91vZtBr1E^e_h-zi4)^Q
zyr7o<%Qm9`*4hRP<O&S_>8~+*EJ~l-+>AXtZ2m-bJlom|3{mIIty4ZU^Hspi%Cx30
zUJlfSvV=xHQWS;tTS^>It7-3&3eIf;35Doj=ND)J6a7C^5eI9}uKeM30Pt}H>r2h@
z@rg`aOg}XgUg)4O>`jC;C=B0abC8&qf4Fy`+E~#(HQKXdCaYXMQ8geJo@^xb@SEC&
zq$U#iwC`xP-Q_osq-j*|Z2m+&EGNrMQh^rWWAtcUpsHKo%HU|7D#YJkdM3zwLA~l8
zFR-gD77*0l1GF07!rVv7re9$_m`<FO^07*r^cPkK=0>mQqxGS^#wBGtM(vsL92pfv
zrO}WPU-hcyM`Ol}G$h`UM=4O<8v+2@ER-Y}xkfg>vNbosf0sFW+Ss(%k;o^;##y>L
zXg!D2A9V#(auh2dd+&r7-Vzyi$pGotTV}67Q)!*)@qbgtarK}1Mdc<ca}u$0IlSyA
zKFtzxU1KN#3S9Sv?2M48+?#IvcTZ_tzUiyw3nwWnUGS@9x0=o`XK5}zqCCavBTt70
za#^JqXTvIgx2w<e9rF<tubXC9u+urEsk~0&iE-iCLj6W29D5~DHREtAGEoXj-<I0m
z^Fj9|FD9IliNB9D{5|uR>oHHBt4ftU8&4~{XYd~{m)_1DyeOA+m-kvyVgp7yAz_C?
zG7Q$)VIk^hYM|6R2P{!A9p{tc`}E=xKv@Bxx6-OVEz6?)Xz2b6^{So|G{ANf%J$cv
znj-<#8Xj9u+Hy9=aaZQ*-?6)L-ZK4^h4g|@-joi49eDgEHMwP0EeQs)3tsYX%NHE`
zGY;y^AMty&^mw2$n6loXV7}_|vYdFU!5-pjB79ot5+!c)uR^&&ZXg<OP~52pl|Q{f
z5Ksp-E7)DqsvDm<ijuL;gTCY)&OQ$*!g>S*e_9!Hv6(Lqe!Nt`?e7?DbsDNqsofWx
z-uLnPcztH79)VBJ3Vu|YO3RsyCLrX5e$2y7+9jc*PWU+kkLX@0gA%<f+F;|Ga+S3C
z*6mpqEGulD&%*W-_tbCx;6-E0k^%2}Rjy@M(3gT1aOG@Kf%2d(dgZfH?6O#**(^jT
ze}M!4$S1Z#?e2JPva*U5c${sPRt^#>2N`VharrJnV*m0}<%$jwK;#%{JSgy!5tNq)
zd}tYx@o$u3+&0EH$Gw|o7{B>5YNbuKQT<C#d;yj-`##{*xSWR-*zEU<R7-_Qam-Q-
zzK2mdVj_5``m#rz%J~PdMhb|Kp_cSSrxAcQ1Bf1om!xvQ8Xa?7<Rc^2_cX(-=oW5L
zC7|vzv^)=BE@O8E`fJ@>G%MKpiKGm+%QaUCf*Sw_hPT{_eaBS|1yok%9GA<mTZu+D
z`0DjA?l++=!;Op!PC6n#Cs!A$L5o3i)__daPp@TU8D?-e<+{bDBfpCp#r1|ie}DPh
zd0oDMhZyT>r=Rw`NRkZvCK9f!q;y#!p-J|%;`cwek9VDy*>Bgmj^UdTZzLvY_Uz5<
zUoOPVUE)2_W1&saSGnO9<v(hj-6H#N@wqH|!udn}9r)1TD(n!*?ZT(M$Wg1fg<1sr
zeiCeValXfUMzBd5@rj)OD?oE~cJgYTkXqGg>o=FOI5H;ZjnlsIa{s;UnA;<DfH~a>
z;KXA4WZ$Ud;vhBMwuER|R2Qv<jefEHtH?II+S&WlZHr=++t1Fzms8%oWNo}ni4uu|
z+D%gPy`F#Yt2&QYU)=WH0)YR07HNK0b+)=rxbap{sAESbFGYW}?{bZ*SXC<2!0u<I
zyU2<AVqEuoR{2p{6Sjvh2jj8v+(7yUc^}=v7xCudJL&LyA1^3<X6sNnkV*RY%*x1+
z`H*ehVkURydR9o+fs)+4=~eaTGwA2`LHIfIqT6=m);$V`+`sOg0d&@bP_VTQx)B$^
zw)zvMvOs~MxB<+XITHlxs%f#?G~^G+Fjyl6&c$VxlclJ}3z!1dXrqM~%^re*eb{}n
zk~vQdK<ylAW7ze#iH`*H4VOxAlTwA81nq}f-7MRp1#D&6F76VRXt2#_)n^bKh>`=w
zaerb$_BTH97h{f^ijU&X*X?i2g5Kk4HLjr)rhF;q+QP-|>1V<CR!caWqED%<hC-MK
z`?qrK%#RU9%xL4d=Su@#-F68E+xzIP76$9sDI3F~EPIaZ&nyt($e(T4NnQcCU7X@_
zxl#|lbJ+B%NQ#xUXH~0>B8)$#A42yl1^!7Yw=ilN>=xVfkHQ9itn9CKQ}14_wt6*u
z`6g2oQ3YeX;=cFT@j}g=po3a#i>TF#<Qm9&;u+e_pWp^{edb!~Z(Tr6S;s*oU%{l^
zg4S@cb!@$=){Lq-uv_uc$khOgdj_prBZEBFj_{t{+#pdNLrG^p^i2AL?QBlS`3v{r
zg%_{<9?kk799%$)Q?0*av?yBN%DDbqPFt<Qaq^VNhyMUkg{84&dxK|<tZ$le>P|xq
z>RqsX-e4&iFAlucx{R=~TLDvpyorh60&0Y`Nk*r&iTV5AJ!NdJ-npWP-Z5CZ+qOrO
zT<IdGi*4=+8tAl0IXaKL)oscaPsvsB@mk}TU+fZ${00Vu@9eKIw`pqtE@O!$t&ux5
zc@?f&)@`Q}o{yT@woeZvElEnZr<RneMc=;%5jHAU(9+~sUgk>GDt=a9Tax1T-lUH&
zX#DM6HSpUyjX3YVnTHC{A-jLMHD}@Dzi#Al)}2;X(KnqgFm=j?_YVFEj=ec>%zB|1
z6LasS_O(5Uv8`xvKjP_(g&ekHAT|F1PMYk*&7cL~T*ZS1;KHNr+Z$VpV`3rcH0Y>K
zQ)b5an}8^}<03RE{xFOW_?EB^iZztf>XsVtj=~skQ&5A);KNqU<b<~ul>w!sz-|H7
zpi~yN(f&OrKG?(^qp3B3lLTsakJS8Jpsk?_nMhXPx|RxEn+3#nrv5ggT1*>Ppt}b{
zX$g`LIV!Eqh(H1Zlb2)(Z*w+V3i{lf_0#0JHzz$okyDE&$fG4!hd=zyCg%+!!;8>O
zHc?m64laHrU#39SXD+?E9PX{IZB(tAMMIMmwUMnfv%8ZIXFBvlqNm@x)%?7k(vP&c
zXKh{d#_@i?*@U(Ai<o~-a+fR*&lAv7*EK7lmAF#Zv!?p+{WW}4Y5pUDcrqz*-`*4M
zJD@b+X%pdC37veLwS_o+iPxNb(@{K+KQRxIXn?-8?A`I^$J1-VNQD7hr^l}qBhLba
zO@gnoW|vbWm*79KN=y`g<c1S0t>>6k97fSf^d-wy(wA!YqqPp9O=Hd0r6bEX^i_3t
zGLYn{!&kPir5I)7s`kF>UtV8R8Z4Bw4dk%V{X5`Wt(~$fTyr(J$UL9j^yGhlzbt53
zDl6wMPf90<Vf}1U?rDMH35H`^#C+WsAsyzjPrk61ZIZ9Lx^sG}v2n6tncIiV^@Yuy
zEVsG}juQohV8HJ6KL%p0yQ!ONeU~k-qbrZB2)|4k1clBQ5*=S88XqcH@EBD6>x^N~
zbij0&uIEn*QvH7mZGXm}Jh;pO(w%0jFI&~?;-sLttFMH}2m6^3T-Be)f`-jZ7BSM}
zKVbmln79&SSL5ej>>sGvFVEHvlYvrdW}|?=9mN~?$on0o4Tys{{$u<v7-~KBiabe>
z#Xc4r2bnHhY?H%w)d<~q>@T^+S1Q|x7azik+J3jIb<Q#y_jOiMYjeDs8YH{`dsHt=
z6>Y>NmJ@0NmhiBZbs7F>E#mxVg`+|V=&KO(^)7cGCyA7|FT5?q*{szfbQ;vpn*9gJ
z5T8Msy-&(2blY|KOhLC@E_m>IFE^H_WePpIaZ1}TS3t&8en*XmRDA~}teful(sU5Y
z^f`jk2=|IJ@32y!tPYT&>p-mj`35`e4xM$dx)ajt9lE!0+|>~gW*UXuWQ+?jdd!0n
zQM+=u(+d7c(&uYP%=HtqsLZ`?L)qhKL3gvQW6OBK-Twf6nOnd3CDkIsKtaF-#G$yc
zR%z;{q3lPZaoKUVF%Jb4>wWCODv!%%#IBvfytqp*?baC^;SA=o93%bG`VTOfx!4!(
z0m#W%w;PM;2KVJ{kWkOZaVwjK!nO!5z129u)J^&N*0lbb$!(6cLC=14*+Q(GBqKFE
z$KjgWw`$`L%TXm2)(>wDXSEJmzL(9xwSgQ)?QV#71ZaJF-s}%=AU9Ulo1w}pByJ;w
z)@X}0VI0^Lx*&^MoATwbJnsBL-O#m15B>Z6g`YKrv|cf1bE>av`r&5%6KxrA05dc2
z=$Nf-&HrqH6tq7lHRy_$x;ar@bLGZ+yNrw;M{!Y|#IVOtv#q2ISDYS#(1v4?rQ5IF
z6N*A9ASB=1qQTWOR-lQrDF=?<7fNpuiq7Npvh3SpzC`I=ESsp3tiKvOTg&Z#PKkN#
z(hNhl^0}-)omuO7jXKM)g@fVEmyNO~xPO%kGX(na=i3usZFsi?JxRbnzlJ@N#0&dn
zm7r1LJ$d^Qqu?)W>uq`SyT_$TC;7Hw>OO0)$gJ=$+<rJTbo<?WlhidUd-vqD^Y79G
zEMo%obmwY~XEtU1ih`QNTg7>!)84VaOLQXSzRoF*Rqk+^ogA^Ie_+ghZLmLAhv(B7
zIh+5MrM|i%K}@(=$R!TVg<XU*l@!UZ&fN2?{`yfgt0(<M#U>`Dqf5=}lHduSl8cyo
zlx9ZkYL_bhKY;36KGC_#Ev`~uvQAOrJ+p$wZ=%TWPA_%73!XGTdM*(7MSMT+MReYX
z?-R#Y=io?<Gv{M_>O-WM>K#XUTFct}iq9^6EdQ2E#X!^)f7Ke!fR*5AC+V1{x97qL
zG4IdS)}~)P`Kqe>Vra9)oA+|%Ao1(PC9^D+ns)g^?x@O?Q#Tz)Mv!)cXYUf1V9TOG
zWK{dAV_VA?o_|$7*|WLzA>oY7$SL}@Qvtl!RGIZ4f{IvC-8a{A2UYCy4Y5q8-zOiF
zQU9XvRox|&w{E&P@=JP`5m(x>?_O&7a2=ikjUCU;ZKh#zn+rBPVPy2gU&+OR7rwiF
zXAFDKt5<_UACJswY_nny8nI5#0+qToJb#h%tXl5b**a#^wB%#Kb`Kv^Xr?vIx7J!+
zZVmS7Rkui3RN6jcB8DIw=ov<CeO~-t*O6*ioD_E1g{0I!%J-Q3?&ajGYdnanwO_7O
z@KQ44oK!RGY+hYdU>To2xm<ljmUZf_t|6#)^;DT((r)|y>;C<kej&RS{fhxD+-I)d
zQ?^F=cRI>u=MUJ=;NIP|H{Js~*m3bcJpLVa?Zvjtg?qoM#e&JYpU&#utWdSPw(1uq
zZS&3S^>tA85HijA#o4U-{6(YZN)9U97BB81E@vOq`=jsAg-~1kZ*SWFJyYbX_28?s
zzqY%Zg}1Gfm6Me|koR&p0Iu|FIkk|0U%eTVAIr6GyI`F;WR21~n^7ld;`V!z9^D)6
zQmcP;%-&x^=3-uoz^#;k&y)3|j=7wzU5e3Xg2#&TuR1SZ6rE|*a0wQjY4&%985uug
zmw^v|yYlK%wbse!wRYzfbn`ogL!LR;-iALc<l>L~_)h=Cm$8|3|C8K756)RejH=eL
zDmTA#Q*;^T=QxypA5KkGstZYoXT8*=_cQz><0{7;NAjebXWswakNb$MF28g=9#(d0
z0m_3|utFJ$V~J@MZjGx3!PM8}YgVd(HCIX%OEsGhg!-MnO*y(|XtnTN@M_I^F8z?@
zD`4F}fT}Y6O^a3vgE9Gz=v;jEatj%#)GW}Rbpx-fKi{hc<B;8!7Yop-<=)?JW-{-l
z-^UcBRGd5mn|74wn}NyRLuOT~@>zDIRKa<9fj1R|->mfwblTTlgM8`mThSJEZpNP(
zx%*z~<S;RS9(?oe2~}tMvh}@dt{zG`r-#JE^JlT;cAXkSEp@$)%L3(76{qctx4&1u
zBibsvVAK_K$E_WCG0j<AAvm8W-{R&dGc&*Do=#_4)Fkmf6X6jk7qNdMb)s@!HR^WG
z?*@Q4c-T8z8kqLN2i9TH_gjyyTuKx+T(|b%D>i(*K}0>j9OQ^|xIM&T;8w{k<m8EM
zj3Q!dlDI5?^BndZyRrqKHf3TjC2_^BG1?3tctM8}j_+<tb+w99;%c^N?}R$HB#+}p
zFzUO^IAa6wnot9m)H}nmNw3yrW3QB$diOhmQPxupo>`UE)=s#xq+~0E-qa`@+Us}`
zg2IR#a?gurl{p3qQ9j9FTAgdl@*utDmHwj&8Qca(pNE3AU#Pn|Kd!w9hX;3GO;7xi
zDk1)=Q|q*<-|g#gjX@7p?%ZJKMh9?ki;l_B1)-k*0Cs~L*0|SQuOxP^;|ho;C1Q-t
zy&WOmS>oBzgNTKAytk6IWo||JC-nh43QHmIk)y!5=wEtTBhL5LGXeaI59i)U2}4vs
z!w885%iKIQoh-u^QSn5_tw8)U@rILfbmD;pHAU*^r8-xH{n7k_&DXl?PRUsNaki=h
zy0p&xcLQ_8%W(+b&AY)C;udrN0UpPlAHk>{Q1*O}d1(!GMqB$CT~LtOKKfH;+!n!g
zg~%Yv{EfxAii)Zq^!y};5y!-}dcDw_;B|_;c9&5kwF!$4Sw9Lt_DNuQboZk7=KEK9
zB$9%nrlsUfK1$9frPEMu+L&hs(f<KR>GLQeePpa*gcms19s(|%`}Nk`ltobwOi|@C
zAAgxr4!<ofZf2cjp8aM?Au-F0QJO&gm*Y?Jzjx*Y%>0FeWY*^82YdRv*;|XvP%b@z
zyw?U^20;r>`WD^j;jd1>4!>X)xgkV#n^xA#la8J|UrsxTz^8pFH%u9;J+;Kh$e#}L
z7H1twA5VC%8jcPiQ*~!v9nZZqtF5g08kUu&BDt&d;h<$ex9@72nyCrZQBZGQB<jaW
zwN6KM3rwFxn+pFJUl`tg<_AEV6_Gk|yQtrf+xmMxc6HG*RW9{PjlJiAz{NbBKAh9Y
z6eCj|rK-w{wnqE)<>pqZC@4u<2VtjonpZ`&v%?7ulmD1UAp?;iAJNt*a~lpV&KXm%
zZ9|6VxQp+l=gyGYn(9hPF=Hp?e5qw0HQ~I|!=K^)f38WF#AC5-@a%Opg;1CjeA^Lm
zsP9~KJJnkCpR{)<G(&kt)~*yh{(9`u?Qy#pUh9x?4}LuoQ0E4_^D9<is{D-h$laln
zC+XZSekyJSO_SD-E$lxGBFfBE6jsU38c&ZNU}2RT_hP)Xk7hJwvc!qf_Kj=<u2c2Q
zCBvHnU29z(X<By&2l`RkZ>L|?_!hnsJL4hQLEg<<fG14;K`SobC~mtl>}_{%3EPy$
zCt7*Zdr?hb5ub|-ltaItrf!=}wlz5fi92{`^UG!5&wLOkSL=I%AK#ET$&5l~^k2wL
z-k#7Sqe|Ty8aihWuben2qlU_t#<`JKEgq$N%miX{d+pT}1;%oFIN8JWaM$m6em@OS
zQWSd3(<aK>_RN<9sLcp_+PCxFFSu&aw5kTAiV+MpZ2g*i;ivYo!~oSN-ZX(lOaRMd
zv(AdFDCnSczTOXm;`Rm9CQv@jkRP=sLgYZ%#AzItrb<{@n_AiMw++h4*d?=brACVF
zJE14)vVDG@v6+6t$q4CK$*iw>I0TGMQx1B&w1`=X4yX4f!2!|uy&SyVm*a<qoTekm
zE6MRfBy=WegX+h|!K(SkxdgTM8jf>M5mXhv<Z#>~X(>BA@y>?itj-{k!_Iu$$bqgV
z6dwt)LhhJ91~k$RlZpNc1_=H?Z7wOZOF4>sn5fg9`FPyi41gW9e1`OLHE`%0eD;8i
z-SVtE36!NfYV5w)Q%z*0D7x8jv0XTz>2$Omseu*qc*IH%<Rok!yR4VF(jm)%o=D&W
z0Jgc8BA8jKW$el109LIeaI^dfo8$ylgx(sHPS72ofuZuOWbQxeZ81t4eG__IN=gkr
zZmR0GQN$m9;j{R-?*~aE%e&awIqeHg9SWEOW@C-uJCp#S>Tt5GAJIE(^vJ?UmtzA8
zUNANkFprR8h5@1aW9y?-fejL5pB&jHp^SPmHPt2d7Eh|fJSy_{?wOhXrb5`yDeg3R
z8)F6Z>KPbE@A+&E#2U5!zz-1!#0Fwu(&S;J91$E)SxSnXUMt;{Rgp&Ilm7_5@ZJA)
z0g*Jg)gg9fOVRMtWsVFN|28QK>l0*x(dEEX%<9X$YMdIEjUOGS5*k4EgObxiHiBJ6
z96k6Mf<x)n4#AF4<A#Gm3K}_3M<0E=ingY!Mq8lY1VT+39s_NHF5<f+DJJKa<5-bw
z4j*tirG~M!P4&0MCdP!cxW^yGl?oB(8?_%KG-oS2Na)5}NM9SoR3kTtxoac0<Zt^M
zb+fty^7VVt<V))WyUe@$Yx`leWf^ddyAyG7L%yPC3fuZu$nIC19K{Xv8<zP#2z8|M
z$qA&}w7J+aTQE@P53KpZU))VPij*Mx5E;`#3?{t<b{cG?D=*k-GFa-$TH;nZW^Z4}
zY|>|u(KoL(#7+NWV%%xm8M&H^BFcRXl^@w(S337s(AbC-OYRP&fXSF4)OhG>oV!it
zQm=wvkeBE*8JQaAPO77CQT;@SNY>@rh95~bIX{w)d_V0~%Zxtu0m~yg_{}x7a6V{O
zFxu|90L*n7b;gsZy!n$nZ`f)4AE5XjL8n3?9Y<rey#B;OnO+&&aw*CS!501aSa~Nx
z_;{IC*8;9I^R4a*d69&9Aymt{I@a*$N`GypT=LBh+v!+|w>n${-1ME8=FQE%z-0t{
z`yZfUAN|h7YOgevVbsN8fToPtT?wNgfT%3_2G_L#x)q$@l!5<a;_fDTIiddZml78l
zp5G?=J!cTu{T>SXj}E~^1pwz*q--4d)W{BVQ4_TrXIY@fcY3oWT)q%LnVspdL!%hI
zHG&b#$%SegIEsy78*?Co_IN9^Yy>Z}Vl^c-=<1i#CW!8aEk-owxSee~%_z14xEHmt
zUgefb?;^9x`y9=jIe4C9`F>37t)W>jgQ$eVy<pp#VVgDfC0fkkzccEU7E_%Sv|(e*
z6T^~F4iw4mE$knqm1esc<t1NYN0gPUFUJRk;9;m`U6Vmnx9s(wT+}6?7nxQolv+;3
zjy)&7O+r7^TL|*6#k|;L%5t)1+vk>8npC5`-&BCl2CL7XMs+|bJZhZ|3?Z!(2;gqE
zsp1wXgT#<Vax80!rGkAK$9Gt26rOP&LYUBesa@(=13)5Yd{yv=ykO~_CJg_n;yZ$Z
zKlYJ_ogoz26KIGxN7F2SI3?gPYKhc!D5>dM>AlusA4v_$sgdDdW4UG!TyH@5S#McX
z&y~cJIgOMqHsj=|oxPQA9z9I=^JUYmz66Ce|I5>Zq=~2~T24GRcSmN23}S}u1)cPg
zvhQW?a+Fi82US&pMx7?{1ga35#I;>B4$h@E6WQHEpnyGWtZKV?+I<wf7y(H@8t$4r
zx4YwQ>SND+7(R_X>@pdN_XoBO(vz5!U##W<4!3P2$YmnrK%y;2P!-1?Ed>_PndHf!
zcmZRl1!qOwgu9Wm^c2X^_7g}(ddUmlka#|;Avu<5BbCiLK3qmP>L}s}xlIio5R6S-
z>QPEs<D?k@M-Ee&>yI}+d?@CRXW=N`%n!{56U!Fq=--;In<2#3J*Mm~1v<1E6G{Cx
z!MGecmDJsnLD-bqL$<Kb!CBcpMWJJ{WnlCY3iCsjYdm_=gT@PbKZ}cA*X{yF@62OE
zP)6XzFTTzEh9V+w4%3%)$Ta_z#}riRQVWC8v>N#*>jS$eu5x9Z=~eqD)+K$1Rs!>;
zA~$=N;|5VJ{RviJE5H&cTp{k0rq+?k`l>?957t)luxNgG+=|P~9>tM=9D}UP&{0+G
z?Nud16~dG^*EVQctiQ3moo#2t_8x27c{n8fZ>-M9lp;@vmUrW_yesJUa8b3jUI5XG
zT{{b$yZ2@%?6ZI>=e(*K+U*ydx+U91Wo*dvD{%HK(f!>U@@RK9UODDZcpE3WST{GP
z(`G<c%9b|!w#7={`Tv@;S?6-|f6%a=Vho=}Ur~0DoG|H2jt|OZ1#eYll)xM{GQ%;B
z&d+tYCUE8X*>B1php9X!mb5~a9i&;;f!bw5pmlTUqgLp^k!A?FdVh_`k%U?r871W~
zY83yh_Y|8Io9ULgbL>k_CW>1C?IVC7!3e_O(jh@w1vF}~^d~0v<{w=GD8Ctthszwx
zYZTGI^TZ7E1bVl_ekf(qXMSVe`1n6SwcO8zH%jKem}?JUGvKQfm&cA_f<OKuq7E$?
z^j`lr)H;uZ)rHD!gK!fQ^Qb_xWuL5YpuS92oaH8=+^Ekun@tL+dSiV@Ik5Q2;a-}(
zz)QuAnxCb2&}B1(ghzXbWKkQdggV&ePoD}T)h<U=cFo=wu5o|(2~YG|J0*KPR|y>V
z2ojeMy*_!b&HBk_UW0lYCxy4w40>RI<vq}s%X&&0AO3EHlwaYoE7)@><b-TsZ;C?|
zUoMNkXr3Bt)OE~m{dT=rtsvOheye2DE8QDX*P9gY^wt*=rskmZC_ALdfa<Z-g@{Z+
zD*17y4eJ)oY}Kd|=h?$mDQWstMs9)q1QYaz^VvS_S<|1*@s~S>m$O1reMi*=*b$#u
zrRYfy(Dpk9kJPTIq^!6`5@;=4wso!E<v~_VN{{97p^D{otG-LY5_UEmjrwwK+<z)s
z5JfZ)BDR=NeaMNftc@>26WR1ReM|(pWUpT{R9UnFq;)KNdd`FuH&tU4t+Ja7tN>Pp
zxeVXshnA+A&kHTEB4$E_hk57x;4XgLw?i@>gseghQWWYSUcf-UFA7<eb;@{{7Z}Q#
z(kl4eU5*TTfz^PC7p%4CBZRWb@(4zjouD54waLHLW91ZCzZT!k=CtO4@lMl1@$Ztu
z13$h?nN7cv|208IZ@#oBgDLt>@+YjZHJ(9^Sh0v@{T2qFrbNZ0nx{==t}Of{Z_ADw
z4|1P&k0@v0m|;d6xP|CF{YpnCHFM!Au3Og5f1hvEUIaDO5p=<jc+upA6R=7JVFc7k
zEtUQH3EiesPERKaKA0V-AGru;8cnnZKaKATx%ffluUJ>4jD5w|ax-MA7mWOF{qItr
zBR;wkXNgHIa{Pf-NZeeng49-WtfEzX0dpQKToBwO%1dj8ByK*XbXwt#!<i}Kf@k=d
zAd3y;?nxF&e#BS6G9VP0KOs634B-3^kk*H;|E%g0h8j}k422skc^G)e708s7p10Zf
z=w%P!Xako`d&!$4bjj7QFs5)>S)yRbw$yY^%UzbHYvpre0f4QX=n~dC0ch=fqBr33
z%#rlsLJ}8O5?oAiT;Gh*qL>w=)uqS4E&K;y!{}`eZ~>$^6xO;4sJHu+K&~pu9)M3H
zhfKB=(_@<)Lg_Xg?Y$iiSw*Mw`+x&t@94^`uX-oRMAp}1$^<G#e)an=tNV^~w=xVy
zX(xW#13cJ+1wW-nUtpDz)Y~_PY;h$?q}ZdV!$&CG(tIx|TW@Gt>m3gSNkJZ<h&6#w
z)$T{gt!ZzL%`vBJ-61KUayJk7*7nc+0Jtz<B4P`tV4nrCQ-o_;(POyx+(GKEu8OL$
z+t6NwU3_mGG$`kV9(243A05u3UcCf{IzazkT|Phf+PP{{N%o`CVmo@*K0Ao)i{Ke2
z-c><p0<88=bnM;FG)u8js4l-@RfqUn{Y!Z+LF&@0F!q+QdnYQO^U{*nU+O}9z$X;E
zS?wY$E_}X@$6gI4IRZ4ht2bRV>kHCSRbo^9;sLPzwRAo&`DdU`YmY(?V?&aH&P;Xn
zNE+W+MiYVv(bRN~@z80G?ieH8K^Y9!8U0BZYCPK@fRzqLu{PUrECGG;vTX5a5E{Qf
z3b&eG`UR82o#S}KGecRVKgi}GjYX7i=2mk4IkDxhCF9>b1jb_H2TiRE7Q~95K*>Ok
zy1i%<jf9s?xiy|4?Og_c^@b>oJEQ&J<e102mNo}9_$cp{$(8YNMvHfua&-2i;`Q(W
z^d^I}Ie$(+$x{RTg-l;e7|wemUSuU~)<qJI`ka7O^fFHz;J&#l0TWm8_Q26N&&mW^
z+JYsmhORlh&ReSNuaZvM^n@`*Yj*^+UzV4J!5Y)<Qj?XkJ~UWls9Ix8)f8IH5r`~J
zHVCqd7J?6-j-ZZ~5Z?9IPTFf;pRO4IpLX+Ze194~I&=9lbfPIkEk*{E3Vf`A)yp&p
z!%8eE=ZjqAgYPC6r6noq0&PPRc6uvkI=NmRJgps<v*vM>&V#>b#gtbb)T^RPFKx_n
z2S9vH18{dC92otl*E%(S6}fA*uxXvmntd`4<&YzT96e>TENb{vL2yJQgwDv)YE?io
zGE&F3Xxu=V6DX2VXKYESoBUh`Bw=Im1OBk-8tG~MX~&DjY|n0U7UjfN(}0fZuu1zm
z?kD#L5I0twNiS+GRAsVVpR^=J0+r74fRXs=vhoK?8mF!74XQk<Oqt?Y++bu^t893h
znzzz^qj$H+YCFvkf32j5HD_&`^#P&Vs5>9uzAbZbynh0nBFyf`idfDHU<xxHS0&m7
zZ>H8X@P*QUP59i>+B|+Q880pxQk&EyGHxb+ss30s2eTkpw1nPUnMQ8WE-C|mf(|n8
zuuz1CLG{7574}x59+MBw%QZNa_|*xhQ6QhP!9(V7lQ2<Na1Dav?WCt;^zg-g%UT-e
zg@e~sc5W4`m6vgk$!GsozPy^8le|1&eIJ&arLK%@-lNy{nBtuvE3HpT;_grN-Ej~7
zr#zm3-=j}*P-GH_DPdv0sg`(E<K^p5gswq+mDOB#C-bd4#q)2g5)L8Z)VA>NzJ($*
z>*}i>Ls>)~^ni19{&lLE%0nsSCE#iJt?8u@(ubwfXWNzr0%}HT6pb!cru%Xy_DNp{
z(4R+t7Ry3J@|^G$6-XmJZ@8dKc2)Tz8Vx~U%S9oSJ84tQ2SL^_e%a#owLd{z{V2DJ
zyI5>yX96UNj$<;Jhfz@*Y05JE0osgKAar0Mf)b71QZ5HYt>xgTq4X{TdD}sPs0;n@
zn7Z=Bwj()%pIh-fu^?>=;1ybRc@b>fW`rLciv|RRuo#q$KuJ}O`QrEMJx2nq-`=N)
zGq-0w0%AL3FKy8p)+r2P9PKzJXKih5zj;V2PLS%Fvyldi^0GPS!_8qL*BL?CIfNdp
zrDw-$C6p9J0EyKU4O~F|Wm#b%(;!_sd2yZgbfS#M0oY`4bO9iL4kMvQ*BYgUV6{zb
zG*!?1NE!SYv9<Rntn1ShhOM^odd}m+rQqW2eOuVPGSGw9A}X2{3ubHkdjXx%3(9ml
zj67v|`uvbvy|F8g-&!JnSW7(D@y5*|7F{=6h>dG{pdT+}XSYeA_lnj0EcS9w-s%6P
zz}<9)B*F7+OdptEJrl!XM#!h`hyDjZ7*ny>t|OrPHqG5e$UW78GS9%rM#oTq^KGLr
z!Gkz960+6A4nxTA)Ety()GK_pV!|ygvK0N`orTfdC1r4{5#H$05++h1Go<Ct!P<BP
zy@aBu8HKGyQjQ{6l1v8SLY|OK1Vw%%?yU)it)(<y_Qaa>mm!%9p*LS1_~h%F&-vaa
zpY`<!XjZkd*B_ik#hZd@UAk2Fm4_qN(MvLg2{mGc_dTCl%v@@~w>au8lhX*Enozbp
z@AQm!ddl>Srgak&n~g0GV-Dih&QTca_*fbj5v0p07|#Qtmo?#wMsq|`<w&l#B#wTO
zu`ZYdc1Y?;sX$1b4V=%4ZLuRaJ7k<H6s7>s{2xbW9oE$UxADPf=}>Ak5(-kn=n&}!
zQ7J*-i*$Dk7%92YGD=!WC6xvlp)?K|N(>wWk?!z0zvtimv1>c$T%Yrf`+nWo)aKt&
zt@5v)jf#CuZ%IX@3T}=ek(A1oSY2=pIT((G-dXu2>08?_HfqeAHfrHq=K3^(AaKIL
zd8P5N)JH=Hysn7zD(5yp?WA?6JKq~sjym@qAA9`HB(CPJc|H^Q7Xc0gdnlxdFW~XV
zKO64pYnCjPBL^IjR5K<P7IF8iodwlETl7XNV0bjU85yJO7LaaB(jmD4Y2Q)<Wg+IM
zaW5rQqB>XPuVHy~#6g%xO&cms42@ODJ|h#*5&I7L^UiPe(cOP(1J0t_Zfqh+;4#gL
zQ5nXKtLO=p^^8G?(Q?VTPg|O78fnt(KhUq@HwG`IECs4~)Q~i#k%8pTrZ^)+`@m~t
zeJ(<gm#2ht-@SEsED_MrB5oogF95#n?$ni*k*c_K{DGWe(TGUW_sF|Sr7Q9yB^0JH
zp>R?uZQFnuAx=vvX%wd;gf`Om=olQGV#>-dr09g_<~Hmm#}WFDSKuh`In++^W$+c*
zm5&v1R<!`JAAqG~19?fFxo}GTf*E#)W+dFzv5M|4^_OFqAZ?^~31NM3sw?>H4<$cr
zvKCzxGCz5r)Sf!k5d=?lO5LCL1jMh0*9w3Aq|-jO8!h=wRn`eon$7uS3yJ_~&3`h9
zMCGBwT1HTsql?G&_@0AEiP9Q+vJa#&t^IdpThrSZzNXb4D-_+;xNH8OD$P;$>aeAW
z4ms3JYn=R(C6$g44}9>W?h~mS&sFQ{PO^$|2e-yPSBlrAM3XzrQ9Df*T7kqyL#bR$
z44%)j&uVII%{b#`qJ3XGvOZ+ffeyEz^1t0r6Z}GB&uE4uQ==;Czgxzs7CR%7ouEUb
zk*cAeFRzbW`r!wGD!d*wHen=_q-L=ddN5)ora(BHdg)Xvq9Ve_cbdhwr<-!riqEt&
zsMcsMZIw!6d-w^yQwMtm(X&aW;Eee*eN-y~W8=k80@*zgK9d%Lx-}zyK-vXDL=(9^
zA>t;aNDM?8s!6Cyz%)9xa&d9mR!*A!yl0G4d232JPQoIs@QUIwBRa!9$$`p%aJOTw
zK!&-g_m6qHb&#d`X0`(BgV}HCe>LuX=yK$tF6IL12tJj5Dem~lKLku;HIOUy`0X$T
zQ`xz&<6FgUD>Q4eMWLEMae1W`vLxU{Pl2u8?j@TKlerM6d{m=l6O8zw#w<+x+S7IH
zb{0lNAX2j5fdj=={Mmb%tG6-1NzK5`=;i%TowWEH-=ws8&eVxg1c|FOe{q)Ycq}3d
z1x8UL<y5Il4zHkRRWa&BJol<MwoCFbZP49eALrz|PKW8PJ(wQ+YV3f}+!gr*=4_?a
zutR|qJj)ZSa|}JkHoh<db?F(MgW{?2Wne|eY6H(6-z})3FVFEgjQgt(>2G4Bo{?V^
zIal>HKoi!8woje|(eV*2E=Gtc^NZY8Bo;!cVGzmrX`fcoTz8Rv<c~5C!(qjrPdQ0^
zLGd0@Y|2uS#ogqlMQw_yK3)eb9qfLRbF@DQMeWP-N6Hx>i!4HFY-BhNra^%oae<tr
zCL>%Sv~Bo_E4+24&)XF)s~7^;5fBwqLL5(w$f4;;R0L*q8P(%F5G@OZ*kEkbXAcF=
z6GePa(8}qU`ovo;THkBwB0#`$h<i1ci2tNPZ0!uH{c(@<KG1Pj-zMruYo^v}uJRPY
z#rdrvK}_riN_Y&NI<JW)nEV$#hzCAyozyA29aoTEZKp4+_tR>QK8^$lz<o$!kp6`J
z84(jg&7pJL2ul0!n#1FoA<ivikXa6f23`S62IOkVvsAb29*gDNvCPcddH`xisjf-x
z5joVY!-myJGDG+z^J=w8fjsu)QK85KBmd<x=&G)=x&qwGEMN*TF+I|UQb6$dcM*dG
zQiy6|>UaDdp?s0zdS<9dyO+tlBA`lP<1>>uAqpL%J`nk2+KO(8zF9ZoST>P}R@-DA
zauqAnHP$M-<_pk-{M(3FSJu%wx(mWgJwNz4B9#4t&H`|+%Sj!7@+*@`AET%K23>V{
z9C3?lEIzYV-@uSZQQwMjbl`U^Ew*Nr2#D1Y;+?)nBD?pPtfD-7#F<u6KOn0kH2db{
zK|>onZGF9rAB40JdtD^LOJGQu=KRq)ozbEZ@HcXlW&^b1qBmx#Ku@70{FFfefnvb$
z@1gOta8_wInTitUNR>y4r_D~h557b=vfDaLRS0v%#l<_mO(3H@Y@6NSalg}j;r$-D
zMyX3;*tN_3$*Dxqf6%VuQ_crJB-!PksQfeVnQwBOE;u51z!+xx8IV*%EC$-|X*#7u
zy<N-LrC(gG_*BOoXjuJV=#V8=FR%p_tH!qSrqa`>vPR_hU}{H^;b?lJ!aaENqn!=q
zJ+rqt;M0VVfKi?Nq&w`~#W%K&HcHGJU*(WIg|{H(UtQZ64Ad0T$$Ss6{!`wuQQEAE
zCwzG%0;p6x&}1fh;2Q_I6Uo17@|z0SN2@7c`~ebBmVzb6k~kRJZ4;Dff2xEZqe-jn
zERzbs6C}H15>smyI-sPEuM~xMhmCSM0*jjT@@o(F)8m}H)D~b#z+A2mUAB#O;2;qY
zh;x)@4<1oOp;Aj?E?gXkG|jS3)feoUFdIF~b-R5rOb`q0QZVH6h4&^Mr9%f&9?ZZE
zNkI4uEHhdSEe0sH@{AI|<{h^Yv6eUzJS8Ef=wosBMHE=oh+JyGk1D}@3BC^r=1PoA
zB-2n}$Pv!WPA&R)unc?g{R(<JGVjv1^1CR2Qf<8>8fLxVdG5@STUPc>#cg6x1iJh(
zcm*+z(Laj0ssPu;g1_pd&hiwh&uD@?xhF|-zm<!wW;2dOzPZK!HP0kuGXqkF^lP;j
zaiSI!5qz!)f?CbHHNC2f`qFAznOVdnx}~F;oT3P2lrv*L;<ZZJBsY@k4QS=#DV-{3
z_hg9&Et=?Y=Vt$bAOqra?ghFERQt$onz6F0P0;@6pS0`g)}B4vd#m)V&Wi$3S#>D!
zpzh#{3zs1h`QMCA3>j(ZA}o(L`Y#XCB0hR`R0y<wv7UC|o3($8`>d|cFQjS!Yn<Kg
z<sd@?(z5$5Qvj|<plBbF8Zdcqeih=UPOrlrwgXdcOKY~a)sX^mWQs8~<RR+3W0JTw
zxjL3RMkkgr=^K<98i~J_gdyqVWmk%UST6<H?6|aUg%||3N4wDo8-(-Au8H=?wEd7@
zj&M};6=0OfKifG<@f%8JQ|nAoSBz>3D^}ahXxbQu3o_b|AsF@DNX47B7Ojj;W0497
zlo#a|)Q_X*&AXPQ_DDWu4_*ZZb7w7xYuWaW*v(%ph0VzBi!C9apP?cX>Q7C4QP&C)
zy()6TT-C?R7Z>~V8mTXIS_<Z@rsX#FTh>g>-Q6@N3J;5fDpqGQTxR}~h+*|wZ=0{M
z+zi&j0^SLNBV;OX)}DhL#Y6;c17eMVxS1aT1^1FoULT1F|L_=5_Y9HeiLP@qwh@ts
z0HAo|hreakY@N~Uz9h^Yi(|KuwCYqw%qoR@Ju$E+g^ml`re!vnMnwPB&DbL2Vk*Lw
z)?);VL@uMnbjjJ&AzYbdH6$Jezi=BNm#i;i{~J2AylP)6d}Y7n{`M&eWIw%JB~dka
zBMm*+&XEp}I6CLfpmmf9r`^;rr24c$T+_1qxL!!|Rvh@PvL+3Y5Y)J^0w^{nDcyd)
zw`pIRHmz2{Y6n$TsszYW@Hlvkx|{3k0eQOWcBMg#EnmIVo4H=lNf=i#sPzf*yWUX@
zfJ^$9eU~VjkWR0lxy(4mrf#Q42VmLGajGSd0mcfX%8eXJ7W`lv3sx<LLiEZ<-gPBB
z7t!#uIBY1Qk(wd1+)hyh#jT@`H|16b@P=L8VO9rD{;WxML%O$#SBPBi%KS1`ZXPZ%
zM3{w-+VhI&h$~&brgTlnO7l`^=mR%xm48qd*z+}gr<Fk?^V*D_O^32Tku@y5R%lri
zYY=ec`hom&`~y*WT)bJ;P|y>tN<ls*WA0al)pT<<<hwbX*=UUzF&PPpfov%srsa}b
z?rHHCzlgy4!ylB%n9nq0#i{KA#&}-*evH#WPovi9=^B7e3qaVg?Sg25y`?%T@GJ-t
zgp;0iXp{Zpy96NlU7CbExOz*@k5{#3<<itPAAT3-S8pyDBnqI9kkWJu1K*L8{Y~4>
z`ZaAhQnvrvb9=Vo=Cc5)izp?!A?!-^K^0DMe=jl$y6h!Q`A27a&M9M(`+;#D1!aac
z#C!FE2s2KLR7>U{4w!ou(2R(@z)?VwRJlqX6`${1`M1pOMFjum9=zm(UE$a6Fh^(C
zF!e-%>=D}-ue%xW1LI50e;}Ox{y$KU#|?Dpbj=O6Zx(j%RV-6W=#7)>>v>Y!*<7{=
zm8b)8*-c;B{t4eHPmF5g5I&>J2goh;{vDyJA|qLtj&k9=`gTDb=6&UValDH*qGp|t
zo%7K$-j<()VQ`JyzUjSlH*8n_@bf);Nnoc6olwCYV~(#beGj4A@Q$<Nb1rIL9&KC6
zqu?vm7yR&>=Qt$#(b0`+<M(S-acJ%HbMJI&8C{D_P)bTkucBWk`e6(vV#P~g{o+dc
zEMk&Ue*$0qJg9Os_=(vXA@>_&t!;h+dY3c9AmOOB<%cq7z{8EwOs&e)onjVrgeR7(
zU`tgSqa@iQ;Ce^dJ9BBa@;O4lLR|hNN9#U?B*X9V{P9Y_9+@=7YpfTRx094U?qJk)
zkcrhbPtmiOXJphtYUqLsl4t!r<eQk+%nYbk?D|OQA1;Cv)mRT5zP?|4|8@K?p=Vny
zYO3=+<Cd39yqM>Z^L+MD>{!n3ZJwb=3~Ups0b`V)odKqClAV&wf1pSGs2aaj-7wCD
z54_{)YXt~)b8&R$V2yxSbwQwTU^Tt^EsYsKxJ^Og+ZU^l-VGhJ$P!?a6DnvaMjB5@
z&VfLnTOd&SBm0OZIyG#gDWP|;I_i!k6^xLFRAXOJkQ=#dXwp)F@2&DN>JF<yI-Wl(
zt?HSAp5pX$Awe|TH^SGDj^u^En42usTZh~2XeKGxtF$YP;fDfr(j%IX;p$t311g`x
zLMhqQ93uTsogNmwj-+dVK^ES|`~>#J7ry)rvhZxtcUn@sN?k<%K(Tu(6TfO9(t|8|
z6&CMXg_*51MOfG?Ep0-WHzlpjKm2EqyTz6PNtmI^#WmDZ=&5Z5V}+7jol4UjERTt&
z@yA2QLB2{KXdbt+Z+m{VVcPNv{xg(19#Pf1P8Ieh^72}&p`ubCxn8@}Y;Mj;NW+4O
z$h+%<UT%)KUkgFRWNqxsy;Edd)LS^z(dAha->}1lAs0h~Duj}_%vZ;u-QE9}FaLv%
zt7GNLFUUs}&J`pri}ZOGH7-@ZI+neS6OF4O_e6wUDHY<959L&C{OIbShbinLmc<%<
z7ct5*Xg(>5V?g~6Rn9;kr;{Kl1%h$NiG^Lv**?JC7MlG08rRktXqx4wRv_DIS!CFb
z>!y^--4J65PN923#RFEhn;5h4EO|K;rynJqZ0)LtQZssCScW}Zd6u~wK5_G2RkL=!
z>WO$*cr$|KouHZ6eVz37?WZK!Lv;;hZ(uDJBboDJ_&3RHkB|0t=WF-hP5q3KUIgDV
z7k5jMa#k@n)(Y*ET-PcjI-7mjGq@wW{a`q<+S-aZv$>Z-(L66x%xXSrg=HMM`tIqE
zs==Tqqbf3|_U5(vZ~iC*++mHU8HCWy3HIPVvWUBH`x2cSRp!RJL*w(zni@g$nnUiF
zpV$z7x+Ja+DZ;*GMmT5H7Ew~s<iaW?tLpnq#6%?U+JR$7Zv;?dg1WEJd#a6xEB!A5
zt~y9|VOK(DF7aPHn7d^88y?aTuAm~Yh>W~{ApQRF!N#)w3(gE&zxkl!f$9ZelGdo)
z)4Lmu$+HV{Aar-W$k~uQ+K7ERL$}&H0#LsAb5qxE+RkoV2<=ot3HSzD|FpKJ=%~wp
zl`0J>S}f|?7&b|AJUU6^^X#x~dV~mERUH0;N!HPNgq<r-sQAqRR}7FR8HKJl+j240
zl%M_;0<=g9Hk3$4GQHOe;zB?}kjiz3bF|a+mF3$ft``UiiNe>pTSm`n$jp<cIe0)e
zS=9A&6-Z9H&{{T)BsF8FODv4$T3r!%7jVgT+t2N$8|wunOlJl89cZM!BFG~|i)Xbg
zZpV^Y<T`(06rp%Na+hO}!!b2%9hR`kl)drd!opLTsKh+&*X_-(+a!Hv{uKvi_QJFk
znx3FTxTJ@Q!}F!@Z77Stf!g5`>cM)`A}i(!K661}$@aFiS8QFx&I;fd=$J`VAVpzs
zR9{|~2Og@lM*58p?LItLbYD7tcRgs^OpwW*|CwRZiF^03?`ONu@TZ+tv$gNfqAWr;
zYt6Rx!}zz84%W5C`IM(a3#?nW?{@!ZV=nBkk@77UB220O#x{(4Aw6Dd+oSil?2#*t
z7|o}g@R*^kHIr$TDK7_ezK`smJx$(w@s?&O$h6mP`|5J<a=IECsEH~zp1$#m>_fz*
ze)w_M+_#QVz?J9Rs7gkfA#JXqk3-YblPtlzC+ni_T>a$X8N-Hrid3_MO~mg8ZQhr)
z-wNLvY7hm#JF?3CEc@ldk)JL_#?$KWR1DG8C_9@c>CbcTh|4?ZUZ;$^(~fL>V-rUI
z!E${sv&zf{fluqE9W)+|^?_=Cx(WH|u2p)$TJ-*b0^=`9?%DkWoB>YcF3{r7<=<>%
zTZI}dvB^+2Eht=RVgK4!Nq`D3bMNqWz2k{9qeGR}^38~LC50z*Q39uV+)fRun2DEb
zpYl*H#f~Jafw|!X3F=6RD(6aT`0ILb@y(+%z|KNJ9aJMNTQT7L04%^KVO0S&QrTiR
zRh1kv@9By<csZGVLCBaBXKA^uTqf+5V@N7uI#>IIaptPK=hE~iRGw0ZGqktbU%$9(
z4@f`VfFwVuWkJ^FL2Mttu~p8wcdN*v&f@kL6())a8-%Ep8MEYR+k^VrRj<MHs`thG
z=OuP{nov<XTC0N-n=zIYmg(K_hhBTZKehsMKmP6b*~`VG!&AxREL#^B)AGJf?HKbN
zM~Q-yk@PDT#kX?yHr#zeIH|XjtMvGRLVm>mY`-5b!cdb-N>&|iIb%^z88}L#eR7*!
zBU@>dR^x!3%{oPoIO##2Tgd0%`ZV9Kv<{KWdx!4&8cuwesCUZ}=XnpaazeF!mK(>r
zOnt|NsSUlZTNwYIEHfu2$a#D4cg1I;=)y-imKz_(ZmG8r3~%>We5p_tAR!#O1qKze
zuxHPMF9`tlKQCF-_Y0#j4Qec|b5dS3pq5FXd-pS+`CpZ-xnM!Gtyyk)o37|29ffQO
z?VDR@)X@P#VYM@%FMmcit<G^{){#}}^ZmbeSU<wP$F0TV9#-m}ck^}!aKkv<hhy32
zGQ*|XuU8!U?8Mu};&OFfN#T;MkUt)Y3Gx8`H(O(aqV^jl5-Af2B8Wy1x#Kx?1etMF
zh^u#xyIQ&Q-88lAxz90S`GFpphk)xx?^menc+>)-gil^j$6s$*O-JvJs98BB+`qOY
zV<60r^<_4rpe9JnfwK;zEbltwR8rVJ^~|<RH{8su)ZL83@{6lwg}IqJx}%gcFE(-o
zD-fG!K1j6)kW|l)aaj)TW+<!dc22Y0weNc0TkE#0Uz?>{R0;!7Kv98pe9iZ1B)N^}
zq3YloOhp{nHWO{n{q=q9_O&*p=s|^MV2bVxPCqr!lYD<T3Vd;ljUljdH<n(&?Bv^0
zLB<#VK$$ydSC=tJa@@h{g46D1!LPulwFeCN^dwfc;~UOkwXLWUKmiF8SFErnI@@!&
zPp3(jtjcZFaiNeJxYL&oEp@`r!Wz9XgXv4G-hT_07Q@_N=ILo$y820GnJvO1qPikx
z7AWRgQI1OWXFO^B9Nt559~!Bqy_8=r)pqK33Fn(}dp>h>)U39a!ewpf#Xx!ZEP?^>
z*Ph;hdBRyn65&vZea6jCglVCK?U}XS!1T0uOC34;i+7fYLn@+2zjTze)~KRIBw9E}
zp7M{6>=KeqTFU#%#5yuL*+&$Umo(GMZ~p_076+Q1zc&bz{`M9TIz!K3*S_SlHAdn3
zgx%GSGpcyI1L(<)ge-HN+-|+p%qtg?-@UPp;xu1$YZbNFQkAYN&`-9k>`11o?0Wyz
z89bi(wF;>gN>uM#Ez#(EHYPeUl_NSS|NQGGRhb=VJByq?lZpB5Rs&4^qO&dqz_T%W
z%C_=oYI&H;!F9fJT?reUU$dJ@T(@?=qF_#~yY=w9E+O^Pr<Vhja-L81TAM-XVUyBi
zvlSg%5Vf<^J#HY3i<mCrI)pYz2><1SabhTD-FWuTu&CoINhVqN(e@rUdJhL(a8V2d
z?x@(=1T$O~baBjGJwAmDy}ph~nv`wVs}SfkExFC7HfFY+{Jlx~h7ji#8o9^ean()#
zM8#9X#XKN{&d|qM1R<s+<M0m@kQ;52$khJx=|`mE-iTN=%GX<|wQFls9J)2PHdpu8
zqH@br;3BJ}Z~qhfk<t0mE(R72M6<PHQkj9r`kt}@otk(=#kpgd?aOajIV}YDf?vAV
zVuu4?emU48Md>%>p&z+qs!C2MUKxZ;@ZQp!8!vSW{rx@D#O&}r38RL3KjUkqgi7r+
zS*gKPJ?Db^HC*+d;yO?()WW2oiWT}&^?uGr0<vYDpa{VJt5{sZC6FPql@Q5$@o0RW
z@687sd-_(=MKUD`o;NRcCY(g9<%m<ZvXq`VJ0{QOEt&ZptcJGrGHnG+I-bhT14Hu8
zL6={@Nd2llLQuX$oyPEG&v=NJkAZ6p|4)M|#AP+J8Hn`66u>9^{P5Q3>EO$ZPm(e4
zRB9kJoMGrw19r1+MrhU!JLw|E)SG=l+s28#VX1IKTd)X~t=*Mp*qrQU8P3kj4;;4D
zlH35M0G3$?COqDR9?7A(l!<&fk-ehP+v68uoR4kN3C@pxK9lX(XJzO@dMjKmdXG?}
z!uEKGL1(nRXaL0wPNjxQ1R%p>(h?MocS?ZeNu1ONEweC}i1Z%-!_>EPg!SAvjORr*
zp?1M&j~c71fRpDVJywPEWJM-ORv>b&h80|@jII@TGWtCGss^I(DfjoG4VW&Dacc$7
z+1P}dKrze8y4$mDK|AP|*h-#P6N3Vd9APf31j63V;7j|399C0V5uL@g!wHgN$49oU
z$t`LOUOnMoTH5|lSD?Hsv?9Y`D%A8+T0iAf>84kt@4u%Upae%;a6&G2ikE50%PKEC
zd^?u8>-M%84c7~9BZ*(D^J!9m8=4+?Fv$J(^h~9M*c<FbJ^Klcz*WOCE_?(jAv)(S
z)sq=%GIh~pzDSt$ZpLa~G#trH!C#HWH(jh;hXgQr)88(%Nul73b93?2e#{s4ih?kH
z!T4|vx2ABka~9E?2)14}o;<(F7*8`BNScr+!R#Na4yM<))LqYz=|bAD+>Q9b=vc9<
zI?`%eQd}`JNak`X>Jix5NbL+Sv{6hhBc($qN<IrjZ=fl5>SE%M(!H}V1ADypAY7Ke
z8<ibbk(Pu#ih5yphu~e`jy+0Qt#UF<=!)+=K<Y{h0d(QE;<GcysQ^Md%r;?ArJTO#
zK%F0VMLxKqEO&PDlBoieE%JQ1YT5k!1U-^Y{ia&y&kt1%30g%L$3t!i`W8fiE*C+-
zPz!i?IMyDsLv|EKg*-@In^SR{vfDk1MEfgWvIDSdK?DL}wsCNKSdL+;6q$C2LPhF;
zJI+of6n&hQ0;}27`?kX9%67LgQOq9pec!)hX18Ic2_rM!<J|P9E6_Ep@qCY$l8w*=
zK%`$_yi_VHi<)G)KEqU}CLwTr2vaIf87AJ_u%yKC>M^cnimB!Ovu1@Is6!`aK(;7&
z(X(PA_Us~#*hiL|&b;q;ArP3j341hKd#su_oNv`9!jU$@5#fKZeY{hY5qV4fvJ-N{
zdVF+tyxPb0W|aNl*RW?Te(I%EWRz*OVZ;3>j^s!7MV|n#|40-k<s(?1S2%p{!uLzP
ztxV0)#L)4Q%kg<C(a0k>n|eQ(ZOa!6@x3@&T`&mptUG1}w{K&%mz7xCzT=b?TsXiB
z_#PlO>zrNj{qi`EV}tPv00qv_pXH&DX}*!EjXy?Xd?ZWqXhhi!xL~wekGs0|9AnK>
zsRNZyCL4T|6>;eVZ68YLHdfiUr!PWsZ?~9Kj_r$mtpF2>Ch2Io{YAz&CWdS10(1%j
z`-R1n6o-3BXB01K^9?$5y)ZHGQ}}i1>JKNHDKSkAB9ue}n=ejEjo?vM^v|;lyOOtx
z`%US4U}420MVemjDP=lhQ+B`+{BZ;fkxs|%o;%{ET%zCow}01h1yl?t>=`RZ*_AM1
zIQvKfdGK82Q6+Wz^J3AIW5M#v?R{5K%4Z8&A>oT4c_>HL8Mx`_rYnG<gkmC-%otsE
zyfcUQgYgdfbl^9bvSMa^V^CQ@geq=W5D8=;3<vG(AF%<^Wi^}ulp(|@mVjaM>cQS^
z2stqjcdI;$q*IeT<|iOfd-i>5Gi?)LH$2{mLjXa=X|F!9l8&y5dXc<y9U|?S!|55T
z6$EA-HZ}>yR@-*WwPi~Ak-=21KLUw|ArkiFIX&lRPDJM=8^iJNDQcSiIhUSGFD)sk
zoEKlwX(4+Il<RZRr>xXnLN9xLrL3MM9PuGNj1!DP(e}<N;^4chaMH(b$#76G8waF)
zdG%m&F#4SidFgUgk@UW@@0N=4nS$6o_7)b}LeLW+QDa;+1C%X2-MU*G?ZVCZKZz|m
zo+MV~JVK^Fwi?7nd9>VvZ#TmAdJ#Wh9j5EMaKUW@$a3so;R`2fMA4*8#-@S~#DFPP
zwtO~HIZFBCfuhf!-^<~<lN+^DZuWo)S`GGmx!U-92-U|W0sCW)l8obXpHiEL!bL5o
z^5i{OqG(uR<iyIYCe%L=1qtVRdiinh<V(uGNACjpy-N#@RXQX}e3($F2$ToW`3`2I
z7qmn!kN$dkajke2qGItlbptB@mmCd(iJcL5jFA+{FM&I;s)W5s+U9j1`vM()Av_}0
zG5s;mG57d2?1lN07Rq77;iT{R4%YD+RG+6l5vy+654iwp8zA4@xTtgWKbjuL7s^pb
zeHvLPN1k<D!{9|k2yI0mmgnY$YF;DQ@-|Z4NJ3#f3VH@JHZ6X1>jy{i3PW1k_R(he
zwV$@}bBum*cTjqVasbxOoP({q)4yN8W=o~yD>r65`WE5%MjMXje-Ab3=h-R7meiml
zKV3=phvkbZ(tKK{_s6m=&#FWRbIQQoX&z5}<gc%e3`heB5)|AwrilC-E8JXA#M+;6
z{5;gx#(Ou8(a!~ksPW5Ma>IVw9%=iXSWYfQHtQn(GRVj6*{F`C0BjVI9E)q{$C&DG
z9w!Tovcr;Bl#@32r0<k`7mUUzI6LL{;NN_{0wd((FLZA5wUpf~2Hg=P=(<Nbqgi@^
zQm>gXw8NxQ1t#2~qAoxC$D)_2ldY*lOw4q~^ll@O6hbd)DR}<)!;3l$wSFrXQ4Sm#
z*;`E)dB0D!WzMxk%Km)y1{wK>nyZ^OyhM7UkliuuafkcK!_dm?_8l!;xms;2z`cD9
zm!^*;;uk?8;iuVk$dD?k_&Ig3{e!j>!u~e2EnCo@`W;pGn1dw0?Gdrqxc-WbC5!x8
zc6M7_^|#1*l<XiypD#u-D+Xw@>)m-N^l~fUE$vue9XADwq`GyfM2bUZ9rj-#@YwAN
zr)WKEqufj#BjaH438T5^HVSth-XC+DTFX6hJ090cUuvzOkDWK|)KGZi0pH;L{zF&v
zkQoqzYZ-LiuX!Mn*jNY|$lgBW{dIf&M30i)k}J_XwENy1@*#a=sLJNZYQKHaPDTDf
zMxLFOgZ?cY0XrE`vAT3=CeJa}dR32^N)|*9TEM9?Vdc5X74h=eWC%>`rk4(P=99(Q
z*G%ghwg|<-b_7{Z7ho9KWsV&b0CtBhg!XlN3I;<vHiuTcQQ@vUj(*zes7$$4U9g67
zL}Kap>8MXHsoxpKJ|WS~-sTUdkvGWl>>p@ynZo1JCTEr0JNkK;vZ58U0BaCHe-wnZ
zpK#wKe9s+(UE<2aaIoFNK(6kdeD6y-U?^*?8KK&e?QP?EeJT`@8le&)Rv+25ZUv0`
z)#O*dh~BU)xaYjs;34=ct=(PuTP8YV#7L$C_Ke=0V#+8u0${-T2DRez?{r10`ph&k
zH8R@to(bmbP!1FCSsolFU`dWeIQjYPa;bmZM?X3JPs<ZcY?FCCsp(o}y;SdJ_PbJ^
zaw3zqwIq<IsDs<`xAy~QksA63_nv&RRT8Ngm1E%)*J!6R47lq``h)5;!<NR?Xkm?1
zP4@DDkm5<od=^u{o+JfY<U4F8#LT|%E8``2zZd_cOR4=Sj>leh)&WZ4*+NoANlr<L
z#Y8X4o<^$_#c+R3?>rthejD*3m)?jeZ1GVo_)=GkJPICK0Of~7$>W~92;v1a$(~}5
z9TbUtr!zci)(w_~-hHOUbF%3&c_%TH_9_Q;?|y$l-&r8Qp>xCd-$NCvG=B0gB7ZU!
zfiw%6o^ZPSojyTSO)AONew!S}@fpq|;B3$E`cv~^#!gXndW`BKyS4}T9|+MoGOVo4
zi3wkDBbTeJVb&V5VTQL4U3#scf*^g%F#=#%G3L(TVa=;bnukI@MI)JE&ma;Zlwej?
z<q<5*`~YWG^vDC82{Q68LT?6hb5SsbEkx75pP5rU?Qo^!IU?-z=K3Gt%7cs2t7YCD
zw;-uzi2T;xmVr$-Ej#m#$f(k_eyDPB>J&dELG&cp`)~gi80q7*A*M_tNjI&?;GZ-Q
zB}|(Qyr>;}C9b5A{UK2WcW9%RLcNko@FvCUj!Z?<E$b@3op&=(!2QwBoLPEqy-LeC
zyYYO?a;7(^<wV5Ff<m5OC}16XG8jCT@MXtcRFR}o#TKnKxLXsAJ3Fb@yJte-{xYJX
zO_tCPJ6Zgq{j+Pw5uWuA6k*|~w!r8s;pm^fJm148{=lmZ6v&R=_K{?q>q1avk<BXH
zD$+fWuGonu6w<1F-Li0*^S|5#nOAIR?-D#|A3Zl(kJlVa7O3HL)FK@Hh|6yk(Dq5a
zR5mSRbI{zN)EuTx+A>m}!Hp%6(VAt-YNo8Axx)@y&4~EPR?E}+Nn)vcet<G^eZr3J
z%%?0Kw6t%*T4W+`Lh`ozNdofWN+YUb0e6-?_$bYEr3KWp3*aPLmxa+ma<>P%7Y#Pw
z*hERCxH#$9zqNSs$B02x3gzI!u}Ygmw@=hdL}3<vss|b+_o0|LTaHZJhz?pPD0cWU
zedqV1Ua|i;L6_fbj<OjgV<`-#m?hf{Tqo^AxEfw9cx7GcZ8ZPhfQo<gF<luqB8;U>
z-xaK^JF!WcVb&FVF0fZ+UPkZj*>Y~<4YSeCvERt@5y(DBX3Vs|dPpn=WvOn95@H)U
z%feJi6H<LbJ!h<HpO`q+$Qf0ajUEg6e&9p1&#`n26q!8IA%B+(I1CF7abpF#H@jc0
z|9i8~cK^wHi=2<|p)<)%PM<7j&mL%`BQiqO9N`6d%i^zO%i<YtK2*)$n>jS`WBK7d
z;w3}TFPQ)SzOhxI`NaKCYfmc(8bs_dt8rPBOly)o7svp1M!Dh;i!%G)Qfi=){H&0}
z{DUGs$?vtwPux-$;c;}Xp?aP@#paZ!&s{-8mBOAPz|qr9N9s^ffp3Tm0&mX&b7=J*
z-|P<$KC_Al-$|?apl4Pj$HG&yj$>t_6e<OI`49iTZU!)(X+_l-k0p!9-Ye-wCX&88
zw<(DaRD-=>Dq0J-ncoT&AOwgFD4JWsGNioYbtut4IXq-1uo1F=A2O<&+^9P&49I8+
z-^+V^{E|E5*Y`|$?9ExtI?8(%OY2))lz@LJy?hzza3oh>8M6$WCSZX;?qx;5eZv9i
zu%>ZrENX0@^_`{8sglZBvdJ#gB&thV_po24GMm<2h!^5Oq@@S3j_hP?1>@dw%=Ty`
zU{^ewju(zccbb<x2OKZMU(%~}*WY&(x;fii81~Idj^1e+!8)|FdT-OQ!`j-?wY_%)
zIU37|Uo9&G;HJb1X9)oYj^u;mw1-fpH)bG{yF{6eYMvmF7~gEXXrGCYki!kVWONuR
zy=YXPb>){YLw*d1Q7M<YfCG2=btREj7s|^p3*mPFvfDbx#36^{r-D+6yM^ji595_8
zms*^J#x*R~5H(-H)=63k!yEdRWcVn*&SXae1fRyPzV-u!b{#{s7BBn!-!@4(0RLr{
zofZx9?#teEy0uA*V3;%uC~4r-7#h>%an6^PMJl*9AG9%VEjhA5IgV9d6dU_vF{u=+
zM*?`L>Yz6|uC%vKr5Ee2-K2Utss+#s_NFmWeV*-6vNy{MunP{W7uN@--E#jxBg@9)
z$(k_3n`>X2c%8U=ul5QH4Kw6_k*G7pn`lW!YmZ-(g{Sq>jN*19AcrNTijHSTOBX)b
zN_|bI|3JOrnrXcU73Ejas>@+FwlTQflbfOK>(-X=q6P)Y1x}`}C3?AKA>ZSbVr_iK
zO;1)F<&&#h*i(DMPtNQ#hHdb86<~+FkdEgF1bd=AN1;c!#~+x33Gh@GLh&Geme5Wj
z(i<A3VSKVUC8RSCoN#lV(Mws^r#y7yRpI+b%cyR}cPA}m!Q7|cwAny4#Hu~%D}R+G
z{Fek?8MXEFyr38)wh$WVY|+q3O8-=7N7=Hv)O6Q^y+K>wZ=;GtOVBWfUS%~ECz&6(
z{7a_1lz2r)NC!yf!Nulzk%=;vguPd<G-l-Tbw0^FR`3~1UewfPTpZJ7Gq3wpSv0Dg
z>^brBV2e~7m)~RmTujdo#iQx^^a-UD=LtqF{E=R<jfuXlKy3?3h*y&~X+O&EAIQx3
zWNk`R0Dnj94gfJ#`LUFBD6ia+#7m_2r1Mq*J6EJiSF?SdS;G99lx~uAO+mAy*QX^;
zc|w}25&QEJi?>R31h=;XZaxV{k~=<dDYMi+RBI2w5yjOX{(KsWJ8ub`b>E4myQWi4
zW|T?mx43hQDYoe$GsQaoB~_EY?R9q(Bkh9}P3{nvOMNYQ5l{{F*M-#7w0%U;*(OHf
zzHDwDdr$q{r6t~1ov%hsRg(C8<jF}^@YReuH@qXdi1rtgq0pD<&H}j>;?mAWW{+E%
zvpNa}8Z_lCP9r+^ogPK15ZugZo0=l2Z1jv&)bI^Ha<lUMRdj~Un?Yxet5{s0mi(l*
z#DYV_NbB9^)TDXESh#6gs(oC$tm6d{Tfet%zk<$kn(@O<b6z3rwydMRi7BHnAkg9a
zpv&Hk)cj$p2M{&Y-G#h^J$Nl{p{rHkxrb1<H(A0H|M7~lKQns8G#M39$7@Vf5`b5h
z;~om&rhRCZY$Sv4<ltT>H&(}Bq6hwL2rRvUJ-ol!fP{U1dM_YfyZ!Ty@9)u6UzD?R
zQ`ibfM=URBA#*;l5lgzhlj!j4q-&_?V<!JR=QGIlkx<V9dHgMMSo*XltoY8}7U({o
z!2%H#nP$zT^#Nxi^!YSa<+1Zhbm_N;b|-bN55`}Q@Z;h$Wug7hmCy2LM;x%c*~3Ya
zsm}QEDnelPKaltRsVf9!?(;i_%pIFjQ(Jor#TMPX6<Z>@V3P?-HgV4WjWg_}w@a+7
ze5dfj2vqq$c=3W_I=q)8-4T}{a*LjrMVUO0*T3w7=|kNWUG;go1kjf4PKDu)=uBe<
zo*h#4alpL9h)|FQs|SxdRF9XuB;lL>vr#fnCH~Ou{W|fr^dsu5>5#{I@AfhJ#_W^h
z21e4Ng0Q=D4xKFC#J#{)!MNcj|4F<(CwzGd$121M#rpP8_Fr6?C8&NuhGnHj`1h>i
zy~@euSB2B<7xV<)oqYU2G%T)n*GD=l!&8x(bLCH95Mgw}eu4Cv;jRlJIueU~9p<^{
zbyE=poN*M0GA`I;<1CTqfBmAxu>p6wk2hGKoKB+oRc)_jRZAM#Yv?J_<BDFYWmlJb
zK%MjIHa)*w_glcV*q|rp-z;A^wbO%3mAg&=MjyTIY8hwoqgum*7;KO-#qo$rV*J;l
zxAsw1FJNM)g98@C5uysOa&(?1=EkANBY)Z1-C;3lkfObHvSZuDkXf3WSr6T9+LVH+
zFzk4~?>PgrjzSLM@Qf<#sS??T(5&%=z$V;P--ov?f7qt42zQ=PCIl)%)P=>x{phK(
z%c70eQ-fBOyl-BV=^LMHeVeHB^fy(3ontS~_xd#7>2y6lCz9J};>OSc7>~*9egRGT
zKz3pw-R_+h2aAiA^XHIB^<vy{dbNiSE07-&w7mx){QiMdm>A{Z_O%9ra;+5~^rC0|
zrqeH?K?sSMtfmPmEpkpeiTivMce=|u{(+`))0P0kKccs6@S^}-2>3hSh5PXqzkfnm
zYe)o@e3jM{Mm0V)a22q|k!T=?0+Sb8SlRy^95;{~7#;qm$h18FHjn%b)(Q&!2O2{H
z@7aH#nXh=R(qLTaZ&HBLSJqno540@E@eec$<D%YFsF#)u1UqiG-awyxXl9H@O~19!
z`7MK2^sa(a{W&=zV73pG?3Hg|vs3>-CEj+7syoC3!0-Gu{SUN@Oq*@L(F#7NEm4s;
zBpw{bw7xa=zFaSdU3gPirVJp-iua0wJB0`efv%ok`w}oUDfcQ2t7O(mqi41%-#5On
zA)1Rcx(?d%Q|a=*N5RJ9y}fW1+|QAzs<I>qTO>`=747!qBU`v5#_9qfbuO|t6%hk%
zH1lIg)7V-|`82045Y>NK#D7Y4bN44kkygb3OjNN}T=)S*D~Pg){1kDsN=E*uN08!~
zfs^g76S62f2vK&_nrc6mqE_?tm(S2EIR;dN1wNZSg{9%0)z7D&bc_fZew9VhY?D;X
zPhNdrw0)VdDEdUQma1OI>9%9>R_u7m+Q>-2Zmb+Dnu5I-dVlM+f#m~zl_CR;fL5bq
zziE@n&mSxZOhloBskQC`>wn0ghHr10iBwN_T^VKB8?01RN|qJzbCFshHiR3Qf1nO)
zeDALXu)9K;C8L^NXOckwrY_?{F1;U(dNnHR$=;u~|1wtF1X{h$j#S3Q9D&JsXro1+
znXr<BBesUm<T<Eu`{&-%N<dx22HbOj;*L(?a{uL<&RP5+HlqZ)edm8I?<0?YpbcHE
zQK1Mt*2wq9u8T)3jT!OvKk~e1_={yKlNudiQ>H5c@RZ);y1O1uBTK?_GZPB*QE_1_
zrxRCx=EkIghVjHDp`yC|B#tEXVHt^sD{(Kr^KzdpF0%bG9MzhjdvTSv(|qRG3sh*-
zoGIUDcH2+V)7nc%3YU9mmmY)^hRiy6(_eee$kRv!J27goG^}by?ebzmHzeut=3aQS
zMOO@`)^@-bP^<u`6VbOImN;UDG*b{L+LPmSH~Gj~oG5DPKJkRNRuCidm$|Bv`S05d
zeg%|<`haC-&<v#z)Ga6K*=vD+Adelf%artttH_W0S7(btQb4HsW}Z<`eaHbj;Am&>
z6ybfO%gWCr5q?=+Gof`Qk-e2u%5Zm!J%9V?2p_NSW(I&#)%i6u`2;458r?(fzYTpF
zf9?7^cYMTD4;#QNMiMwjF(QwJgsj={;52$7KZFIMU#y2%l@~76c4g<cr_H+#6q{ET
z#zOp(#$x-1|7#OG_lgbcOndeh`WW**_aWQz->$KZ<Clz>+>)4J>~3#48_{NM&7DPl
zsL*&nzef;wc&1{fswlXr{h(`g+bJ%!%;qb&vYtGzf{<#pS2R<9GEAmDw0m)NM*Fn<
zCFp2)dHV<wBH(w{JQvg@W=2bXBg0&LJ$c%lab<mDLl$)OA$iQ3<0*(J#>Xrp!t;8!
zl&jD_%x6PMfO=)|KQ*RTvxpY-{YO6)%qTQY+RX3bu098xdBPKwk6pk<lF?*gf!kL%
zB!MenobD8(kFGpgBg}rchit{sizsDm)TfN{bG_3&9yh<$3SJ?VcNTrwF|z`3F`Z~<
zw$Gie+RoKq2rlz(`Ev;fpBb)r7ENctFIBFZi43T?(%fU3xdxO>z4Y$gP@PyOJD2eS
zCPG4GPO|({_7bWjGNPvR#0}pDD7s7rtKsSDJ(!B`hU6B`i`#Q#h=`tAzdAA>WB2jP
zEbsUp&@NcXkpD_6c2vc}GUIbvZ^%}g`6Rva#(U*}6%bUY0JfMzKF?>1_f*&#rhIr|
znVmkO7g-}nVXT%NovA<zP8k@1Jh){8Ilb=Ho4AG@NORK`K`pX%1$7lP8QhcGRjRz%
zwU|EpJQu6cIyZR#v*pjrK9FWfa_kREBc0g_M=;09gntIc4lL3w4??O7fqQ(^hv^2v
z-00}7uKRB#ubWyYYaU)a-DjMTJ&RD`Bzf}Fnb9}cTG5gB;e{!Ocl&95x9V3P7J*kS
z{d_;NW`bvgJWu&45hI`7mAdX~BJNJ#SyTWwP|tnW(&6|Uj`HwNFFc;0*hNc4BehV}
zPC*xG={N_>0TlG*rxTJ{9Qy*Q`1<;u7l1<v+wOs`Z2bI>DPzaEO$+xAbmyo%rsVoU
ze$w-E(dAyjbg0PU0n+HrviJBJ$^HDlOLv;bj8MO^#UCfcl??@-aaB9EH(XC{w>!R1
z6KE^y;p(QVQrta0!p83I*yid2Qq#{Kw97}w_x8AdMFEa6f&G%j@%zN2Sa0qd@fn~O
z-LQ6SQ=QYV0aY-k_Ic6N-NjGrb1bcb^$`?)L3^SPLFzn#7@c0zTMnc`ddv!t#4e*S
za5{Xy56}T@WfAUKttl{LYi5p~P9?4>k@;~tOjTv;KqrdSyeQ;XRX%_CHi2>eq_zzF
zvFxIevt;`WqoPmy-{d?i$}8m_b~SW<@k9DX>t%zorUaO>&QiTb)roJHWTq*cTTe*Z
zi>zdV-IAjHgtHv(l3&|t*e^Nsr7>dbb3)@~zo<`1Y$0)T+IFKL`HJ(ol@AhB^oNvx
z>B-c^{=?Qx+ZeaW<VYMK^JmKymhz<nsVhE;<%q<)fiC0KUC~`}sC1@*osX6|Wls%T
zcReT@%rYEPVWC)DGkLWQ7fo%%x3X!C@}aK!cGpRgWSJj<uMKJ#8OcDtiOwP-CKF1-
zEea@)CjV?fMPb&q@=X4kwrQ^rK$+9XXu;#2ovy9JAf-uHks9G8&jT><BWSPHmQ{Ka
zi5XbFKturlU`*#SC}MQv49`hzyF5-+z3ce%_B^fEhH0LU*}Q?Tt#S5N<#}_AGCe*&
z=7%eYmW6q|J;!qH!Q%YAvGIoab_rLLhSxGx&+L5iD#dCOEmii^DL1t#3si?x`2Bx}
zMMV0l`YVbrUiQ)3e+^xrsXFP;VV|j<!BusKb~vh0-ip^7k=jb>Gh@t-rD9hk6;Vs2
z&EGP#?W|s6G|%KSdt1?JT-B19;3y-jGn2;qB^zf7$n}@!xov(sciO(G&H8)kyXM2;
zeX=7VGoU(<fY@;s*3%+mh*@q2adg#vgWk+zMV59h!}88Db{`#b@|an4WFn}F_%ywx
zg+eit3_TD%Ms|Y~V&)vt$DPE6Em#}TH>8v5he8d?!HOrW++0^dH1u_x!B@lKF1_eD
ztXzF=Y{}(L8ySK8rlgW6{hZ9<SYFW^(@sWw`au#Nve>}`Jj?3ZSmpM-t6nZ4D$TnV
zB}s&kcIm6;7ae{?!WL(mf_F(agiNRnlaXP5%8#CJcV6Jwu-jN1Itbg(MVOIJrTIWt
zjc%+muDZHA8@{lTCYM$xjgh0_Z)V+o;2neYSofW?J5k>bv#JGj-06rb<#sQ?>P5H9
z^Z{|Z+2lKB&P(NEqF^ORi3+HL-B;&^(9)n+-v04w0(gA8A1#1d>CHVqVl0Ml3>aSq
zzdX8GSS)me?a=U(dtYBEhT(hBQ7X5#(5%D<t&&r)Wfo5FHd^X$%~@F))%Jp~N+S77
zl9f)R*PQ~>-<dUu$7c#W7j16qGg@a19%vUh+D3T=ZDUq}nikV@K{t4)I<l90XX7>b
zjcibHB%oo9D#uG#&(RrhDWq%-^Q&UrHEB-d1X;NUvC`Xzla#;sZUiXXyNVran5v2+
zeS+O3SD#C&{GB1K^9oSWAg!hfAV%SP=wM%gss*k2UYC59<RZhU1j8*^%=q6`bK;F<
zTk^S0fd5&BJ9>K+t@$FCi|7gA)jEtYs!iT_bHjP{=?Y3b{VA)A>mcIh_e;%J62Qo7
zT>2|q-sy$DI^s5o&EddT!CO4pe<gDQpoDqo(a|3X$$?KP;Wo@<Lm@NW4P>hUi?JjN
z_q346*zpUvE6-nRVdVqb)pBi#`|2f^CoRFl%ZqvdH@u)^Q0Q>QApF;0?iTCK&mRWl
z6jVWmvzpGiGZdm`-#g3yM(a?H{SN}qpEUpTOSaIp+QFhxUjNSy=KNb@VWKCuXB?kN
zgi@>QK|VgXgVL$iZQY6?#V@CV=On^J+%&T9(8!ZJKhPDT6oB`Ae*LS#jG!RgoTaj?
za7X;3!ToV5t{J~P48#aJuEVC|`V52@K&7+2NtF3RR`xbUzx&VcRar@K>!&PibaOv-
zq1NeaF+*rw(S!U65U-n{HOQja8~goY{3zYg+SJm=a>nbm!a_Lt->$)|TVAoUyhFl}
z1G!ajqQPj2o3`P%p<UQ|u$z?MJqLLfX`Y3cy^aldDbk1_@>C-yl_53^UVMq@H8u(P
z%31Uow|!PpJ#xG<%DKHEHdtBs?(?g@{Ew|}$#!MZ@eHw@CXsbAD?+~nTV;DXMxZM+
zR*mCH^#uVv9tYp6Y3vS6yu;ldKIZugZsM+O+j}-aq1AmjIJ0I{$+PQw(0z2i`r36A
zm105`Ib&drd@27&{Q!!;xKf=x-!HfhfON|qt@1V4KXYC9^&PSEcPZOB>ZL2|u{;{>
zI}B^N^}h{}yEgE~(gUVvReO6a)<a3aTqihL;UGQyAbJW57x_D<N_c8G#I~spf;c`7
z(;Zoc$O%;gaa7~!Z?c09$-QcMT&ns6Vg}^puH$RK;a04>g}JHZxSh|w*vrWAKi(0*
zC;yvud81XZD90&B)eOoa@F}8wSKwePYTcjJXy>Ksf9nTh#(RYnh+4cq=P=7HQ5AxT
zg3eCc0xJhy(xzh3$(l=us@>Jl1mIx|dp22pedtAACVx%K!*~w2k2OB|HA#sjztn$>
z9{dO54_d}yFpZ4k18DhBRd1MAueZN-?wqQ}?cNVJn4bDD@78eDlf=mrU#S{2>iJ>8
zgV3<94~JnR-%}T=%>b2~(^jc{(kbj&OUyXEMOoy`@MAb-n;A`RrstjC9!d%KGkA{V
zaZqRTwR?l7rjvF?oMHY7V^{k&xaupMk}3i*DQ<+rTvtEWg#GbOIiJ1)DgvKt--4f=
zfHDoX^OTTSm`+gH<Y0=9;(;0cLP>ESrtbX%{R8FAX2Jh~ke)e!TjeJnwt=2rdyok^
z$Bzzf!WKPqmaA`!0H}Ny(5Slt-$=k*to&WNA^itxeo@7B{fNiKM<H;x1T(mbp3yRr
zytw+DUKr+s{s)?n1}@6Y3l$?rAW$+e2ZO)#KKGry@wMYlv<vg|ae1k_7?^X$ec=sP
zP)%0-%W<)KOP}wS`;qQ7E!SJMzX~zeF#d~4?jXxS@;z1VjX{xrAZQ8Q@_D4Z{6A2=
z?ASlhkLAHsF8(eRA=NWT=fmUQky$0z>EN?H7vufvHB}p#rq7SuN&NH@*Nt;K!uE^y
zq%#tH_jV7_Mpv&)BoWxQ%Nq{-#-OZ{c1WbMJYn>MQJBBVs4Csnb%{-&QpD4wWx9^#
zViXFX{}i0)2wcF{wi~@O$O2&OQT)dP3AQ8}x3yL(wH~x~TH&^dRwuoF6?M#2%9D7I
zo$Zw5MTGqc`Hy8yad1=7ACu*X|GF*I3rtp0CXa7aRq?#5z_a<F{Vp&F5WFSy59AU7
zT;Bh`VNoZ8pQ}|j8uLCi&R#ftX?UI+`IXAc+UQ5ejCn=XXZ6bY;o^8`38U5m;Oo@N
zZCni>{Nk)RzP=GRYO*w2BPqPK+~X=7r@q@fvP0;v+2>u|M5<!j?|zU(+|1pFXOvva
zBigQ^XAwGQp`-smeLJIX6`8(X3dE$P8}EFjGb-l*C_L4l6i)vOL{<GCPiGz1<QumA
z0i#1&IwUs)B^@cvHjo&j1|kSZH;5o8DIqb&Mo36(j3Mnvky2U#Y3W8lL<tM<_wIQ<
z@B99_f9~D;?7pw-xX$x9zemuTs6~gch@RWtv#!9n{{YNWRC6Oc0;twGw(U;W&8?I<
z8viSKc_;JVN!#~6udY9M^K@cwQXYIEdlJ*$d@j5lA_bErj)X&$h;WG&zi=?{;tJE#
zKLfv`ECnJDhRdPjZ$6yM?4{eWh1|~j)Vpnw+Rb`e=d!5mqazk6LoKL0Eoqwf(U()@
z(cv2b1F+-x+k5^k+2=jn&9xx@rA)bLam>4R#7e+n5WsBgF8OV(z~7A-rF|m<e(Vp6
zsCo6Y<AJabJ7lW5mHe;((Wb0EP200buQKQAFso{F#U1A}BbhP7ThsG>mg)E^8IZQ|
z=Rx~|(Hks6n5|1a)k5${szArH*+rXueEV5PO;{TyIVQ~rg>1C2&cH0bie0jSP;y>|
z^|3j=sup}DS3LA`_;utu)kJlaKX7M89``zGOcv@K{Uk>3@~ut<J*uJaH2xiF`pV+`
z@m5C<A|4(|aAVhn@LhWougx$|8TR^)jujrm#^c0cU;u~M7Yp=lnr+g+XxjA%4<oQ?
zoGTFR_D15S1>(u0h}?&NUe3*3{N6@u6a`U=Kw}c`_Me$(t3%4B-3n%5<3nk?Pn}gn
z#Qsp)=EWDKlBYBUwyrW;w7xR+fzE2LD}LwvTmQTH@*4&FnA`pH)#<yp=qQfgKgxT?
zLg!i!_WDq(Z~YeECO<&k@@Nh>a9`iET@J}}N*{@pBn)#8BMSU=r3{m5WvEO9MY!2C
zo?*!l17AOETQY-wp`{piEqGaylZputuY1%Nk&)qKaz6EU-N3w9An1=cg$mc7G4^MC
z`}>-@p5WP^;BwF2;2EW*p;wVoAV(N_qzI1tg>ZzAU~F2@#uk3x^E%X%TpU#Gv4Ug2
z$?^i*x~gBfeM`10EWxj%e<9xK3|my+d9Gwpbc`8wHkCUOMmU-iWF?CaJWbf29#|YC
zw1@djz5HsoHys^RB_WoTyt^11z;ZO7{#1ndc5_R;?~7FlO5c5Br+6Y<6L$Nc=jxH5
zQRDe&<&udtZg!92#~xm>q!GS^#F?u~3mHDGy<Nw)ee{R2C?3!J4Hp&SYg0Z0KIs-=
zzH4FqT{3#`-k`8WJrJS(d~|0;ak=a3>=w&Q@d#~>E8YSj<&#9(SPI4<Ww28zW*wu^
zsv3FEB(ne);5HxDmi9;~)kd&uC5b=qx(2=}4?iv7Z%(?dg>Si9L&$>y#XZDOY|mlG
zmUEj)tQxEfL2MpO9Ey=ydP4;qNy<Y9f9L;cUpdj@)r#vfHn*5A{-^zzvT$>$Jn;=_
z+09RjY5&l5Z;5LeAs9f*dEDyrTF9|_VnHy24u5`No%YKTTS|iSL1hB2Vn{Z06(4iI
z@@E(k)fT6=+IhB2;zz4a93Hyu>juaLG#|CJPA}N5c44gFVaXh{{vW8R?AsMN8MkhX
zPaYH47%mG7&BQH%k_V-8x`y6wKjk<~YtXcw@r`e{I`a!|7O_2wsCK-Vt{Tj~mA6-I
z+^kMyeU|%o6P3sOC4+9qJCRnw@Rf6y>vbh;t@)(SOxsuda12h$U#>{2#DCBs;>AU?
z_pEKpvVX)(T@rbN8_}}lZ=;I`F)_h0rQA3VFd$Pv!DmG)edorFBS(=ywMZ1I{jj51
zs#)QZJoLaRKU10oyHg#s1uHSk%~Z-0fVcDrAtM=3yzvMGd7#3PJrK_)cJU*m*j!~Z
z09eH>%e8)s0%Xvgp-c&0&2HiN2fmP=le3%~A7{-p>691D<+2k-td`0x+E&f*CXO$j
z(rqO3Xs}c+n-wTlh$9?O(|=JRO2t3nXwq!tAXuNoEvR3sRN6q6YHPfQlf=5;Fneg(
zinWTXH}w(wrn{IbzIHGmqpYs%|JJ2FsP4sb&1PTPa*W65!x(vs^G3JP;GYhL`D`FB
zcm4bYDeLK8KdqEegnP{L=Chw2cJg<e)%=?}V*8B_3_r={><h;1;oKpYcL(Wyqddim
zwjCrS*vX|;*B&wf@rO0c$FqMIg_Z8=V;HbGA%((b`ATZ@Cv!adyRv^~BF3$+3WkrU
zL9IWSCMmpd)bHL<#`Hk>#M}YK>oR;-SaIu^kyg<MgwV2%i=9*TEm-iJTM|W0c$GTZ
z!Vb0~O*A7rg7dm6KD@ZAx9bk?04Yi8l()VNdChB>w<O8g>KtO7326#}AyU=VR}=5p
z71+)wmLHrM!uUU{?7Xb*tSg}E2vsUNRTsOG(%VN@L!Im>IbK(}S)gP8(6uJcf9UcF
zBx1(S%${TK=DQ#gM=Zx)*w4abb1%I22@pE$k)&0Y5!i;)*^@GFYvzQ<?58Efwj=_N
zYHErNU4XGvjKDw){4L#}mhpbK&Y~Vlwk6{o!p`umdJ>|%YLnuyFdVl30u7Nf;a{(+
z3AKBnTHdnh-MaZ|nH913%BdI_ufIKJ)~fmq5TbNV$OV`&j8-eZj?t)IDTs_rIDN;x
z={>z8f&O?h5p5VoJ*8IraMH^Pr|=q?V3w|SQaSWM30b$NUxYBt6#ZV-S!?1RZ^7a*
zxS^IL>d5<n{}(rQU*DZ1S2@L5vp4+28lJlb^r5OUVg|TwCDAhUoJkWcF{Bv}8?ZGm
z%&A}pNyOz8MP}t)#k;xFdJ6-D_y;RGV(FW-(3*61f6zsNU8^D$sfan{T`bi}>fF6i
z_Uh6?aUJ4R3<aQDUUPDdl2OQ%Uudf`5;FWzC+#XNv)=6xv(n~|(cEZU=@1Jff`#bX
z6J=;P;OD0lVsUru{BKFV`f6b6rma}5hMw#Dxb{(B3(EXKNO0y`ZRpaETx_gT5{uh~
zB#U1R-D(e;6hKm!F9jz%lKv8XetLYh=Vx}qh4Ob{i)qR{Bg+e40N0dg*`-C@yKX=}
zf=&saS!{l5b#C+YZ;-pN@9T_9-j@`VbD`6nIEfPUttHrsgnhTJaxCO4c5f3MnHZOc
z5@|=#Sxl$@_;kZWjPsn*d6}*{{4vv;*g4dZQlQ4jJ5^+{{Npo?j80Mb8YG813{BCg
z3W5Itnl@df6(TS_B7~j)0O#_Q04okgPP5@HSjIn5`R|G}G`rn`L4u3o{{eQ9f&ZN6
z{sVXnj{8%@TXFEyKV|j*#uKP3`&bjre2K?rz41C<D8nFJ14~qfzs1-e7zzGDk5d%h
z_f2A}K4qUC>b{uxpU=ICHplbl6@gtZIg$>Gga7sCyTPqgJ|~K=MVKncF_``}H%4pE
z#h!n}K&{{=S9l5^A^%7{HfaaBhWNur7M?p2T58CrMz0(Ubk9?>xk(68X0eR;{D_0c
z+(-qdOwZVf>tR<6A?|d!N9T>pB_vF~up`d0@^*k-HFir$;F@HC@_n*aaf<K9@QK8?
zeArxWb0%Hg&x}l|4u$rSTvcq6Ft7kMU|GVdZBJPV5Z*LeIR4N)Rr<Q8Ta_k9fPMRj
z{DZ=vN$;}`!^+AjpKMeClQnomgz{)g>BelyYnBa6b8ebT`L|(f!2k+7IOb{A(}S~(
zW-Z9cShkDZ%k9glP{f@wOLVKZY91K<Q76MHC^9Z!<OV69ypSTr`7V>tW=)1V__um=
zcq;uF9-&s-sh3ZsZ$9x8Iy<e7c~a!7b}R(95fk)rbJaMZGqIHZIUtu_+l<||0?fyn
zWtl=(H_P~fIfFt6f|l8WLUOuQ{sien^f%r9yZdKTR75#dxzexkhtQz%D6U!azSi@9
zJWt90@+->1mxb#nQ;d_1R!hHbpS_$L%{;tor-R2W;SM3{{r3rbjSI%12bU02f?<XU
zAZk}sJ8Sn}bU6GcO+9h6mEV4O<mI|3RZ{ZL@~zL(8+D$1fSKK#teSL+@A;*$>uLm^
ze)dq~d;6Na*YW7YHvzJV3MW%eEy>FYp2BaUkHCfVuZ#Zq*CphG)a&UT(*7QtF1mXn
zD$yGYPys{&Zm!>WQ8Xf!c*1$EKG+#>o><ZjnX!~vi}H*o20FgoWgfp9A$Kek>R9*Y
zZnf4yk^{ZtD=b0Yp3<GEQ*47keI;Y**n+!H7UvFHsRaQZCOTi{sr4jx+g1V8=4?F_
zkU4-l3=rwKw{^4f@9G#Oid)WT@u7_5-CH7*1IqZe^^V%l8kR8Op3RMK2X75I!k5a#
zgi*fDx=+6a0dtDa-6Z|H8N)h_;SCX*E?cKP6vk;l2u!<i(9RZ9EU~OXjhk?b8K4Bp
zN$}s^7@HrmxhhlFb#HV#F>WZDj+<?zHHZNb@Fr)P%BeaLP5<=BAgtu`(D2Y|rd(IO
z6esOss3aih<>HK)r(nEcS<zbf*&t&mI!K#QxI5(t{rIUf$|mQa<ZV}SQqG5qCx5Oy
zV<Bzn&@f3vJ68}^!|>Ek4ts3}lqatE3SS9WZh|bHM?6k^d4Ak6b~E_0{MDvR8zrXq
z%KE{Vf(diIc}(!j?Sq!x&9=h<P&t54eJrRfUAW;&=_+Kg9$4bJ5v2P+*EU?un~=G)
z_b@(6^ibF>;Lmu=Rsdbp;i4Z0s4MVw`&)%R0@trPa9=9LLDY$f_?w=|N!yhS^bu~Q
zky!s74O=r6lL;}V%vOa5gj2KW0$kjMaA7innT%TF@7G4uuf+DfIgfZECFmUCD#%_I
zJR2vtc69jS;gV4LUw3xhxR`r#0KtVr{Y>qt5Zl*FUt?N>_iuqdOWE@=+E5X}pS4xe
z0mc8mpK1Cp0uSRKZ6MeYssQsnONl2v@tV|X!+fjJyU%{*lv({={2R!plxeV@g!&Wr
zv;}S*?aUxM^eZ50LGL$OW^;vpZ{YAmCZCB4+;wy_IKA>qo&QvbHkqbtkWbruE1^%l
zcbAqTq&s^SZ$G6ul4NmpCJiXYYq-#wBWmQL1C%p<Ttp07cMm2%_}?G)KQBo#YxLlb
zvKNzEenc-{ul#cOX?F3LzULO(mfR2Zq2H@2e~NOlem;-k79rgVfBF>D?d8rMny^UY
z)~5=VdQa+p%t&QW3QTBZ0=l>hLntZ2XKSc=)1H^X1h$utff%YmOC`F6w-bs-tZmA2
zzq8)2D@pve{`cvxt5b>RiIg5HGATMK`xVn0->vLcBmT8@2l{ZD9PB3PYo_PP4SoIg
zgy<r+%CGhE5?1qpS|yiJZe8>Y-$!0ZG5OL1zG9T1`$a+=4ZVBmE=MIoFRse87X*du
z?C#7kz3%{DG&T85$l4_xnpceG1UllPsu5d!HmHO<@+r?_*akJ05RTr6va)S5DchjA
z`W1yjyKn%W$NSHHCU}S6D0{X<A_cQrTbBipK#pf@wG@a8%&`t6tB-7!yef`a7iZ<c
z5=_Mzz~T)2*m6!5DMn6$pd>YnI>@-oH&p(uo>pHMBaQ!6|3`sSOw^AwS$3nd=SXYd
zcEU$h59p5SA2b`{dB-~7sL1VS*4y~9AAn6F<B|JxIlfeKjiXJSJ~}=`Pl95({~n^4
zfgFg(;Qgo=wT&;E)aV29fdIOmwa?5}m)j-<T`%Qz_yP={GCf_mZ6;FUdtw8W3>CSg
zDeGSk7TfZRLI!82yPTdK4nBx%{IJGTUm(;oZOnPQ<(5d!9RCzz=|aPE!X@!VKG?1!
z+*2cd(x%k~4ejBlaQ<}KY5dcTW7XmDy?kSPJzweO)em0T^9uwg<WO9JauYA-N`JHP
zb6kKZdh_yTi-lTbIeYo4QvIn&8uf8o(=CWNj6|(jbUkMgz<xzFH1x$g`pe1_mTXGC
z0%5?MjiKkVoPkD%s4nT>C)>E4P^Ny+6jc@12%=x^J>xsbXnUgmdYDN@zDC4sRi*C1
zrz2b_eAec{YlAqL%CE0!i;5)7mgBMH3-Yc{^|Q1$iXP)nc)0GE^XOmq3UM<D@ckSf
z9q{Z~Yf{jDM^dxRKs6Zj$SvlhY22?pujRU!=8h?I#XGqL$+kFT$B2{cw?erv0^O*J
zLf1zd12cl(r?OVCojkF_ppJl*17mqR$7(^(Cd;Lf)b8uuLYq53(b!Py{Ez9Ij9m)u
zG>g$T$_LZvTVK@p>H<$vfu1iqM``Yt-gr|X@}md%Z$?ujmaF@n`g)gq+X|CqsVacr
z%?uAxx@k^9za`&o%*g~MUbVquxart(2!=u&i7z|pB6=mXEnJB&EjYTZr|zl$;qUiL
z`N#bqfczvsIDgmT7Ej`h7o9_bYY+Z(D5BLgZ5U*<V?yJ)OsKQeBfFY`#1|Js>OG*V
zA1C0i(Km1Vcxvl>hy4Be*&Cws1xPCg1Qwk_#4a~8##F-wHj{qcP`COh;)4_-9*^hc
z)!&pciIP+1Bg-!|zx#T_!mwZ0NN>T<ZZYmKB~CpUr#j2NAvS7{Doi`hwyo<bNh{dz
z7^(Ey^PX^eQc2pGCwkyhtus6KF;h^BBajax_11BAb-2z3ziX1#K^mif<qHK!GZ&St
zJ|~jE<-*A*qerQ29cC5j8H#wHNN)a<+t`H+eC{P}N=$5S76tyO3kyxbWPfya+mosP
zx$}iz#?RlH|BHpyUde_1+fQpue>2wTu|?Yz#}4=t@ZoN)PjA%<<IdgJRu9*e6ryGd
zjL2)2)*mW2KJ82?XsEoPh38$y<ybzf<|Bc>8^T1Jtf-IbS)C|NEvHof(5pGEXT-1U
z_g<NY5CX=Kkg$}dO}%Wp934(cJtO({sr&Em8g`0TIv)0)bZ#dG4?Xl;5Pk3%k$G*G
zb>sBurQha~>FfHIBlh)u$L3BYf=Zoy;*>3tRvAGM4=YF$4Q4iZH0o<><~19nv7qy%
z4i_M`@L)e}!F5I)-xlAjvi}^$5Q)Y`3}FPth8q)4iVk+UB1I2P3w$hs3cr1s_Y@=Y
zAi@(C`2a;nN7SE%j&?a4{{zGY7No-XrY<`>ZbBg%gNOI&Lsunf!&Va$Nd9_8k5<Lp
z;C;GcTk#0pu_%HzeLcW)@vM>*<jY(+%~ye3$?aErbq!eQ-OSI<ooMdE^2@<YJ>VT;
zqChtDB+Uc<E{>iib0(a@SeHm`nl?0#=!4JEI&d=5!bfm&vcPS4X6)v5HI{cSiK#aW
z;>2Kzu9A$J+2hO{V`IUzul@s2k1J6&q8p24+PahycNL{^-jg1_6#A}cf&3q!xyw@s
zpvwGhf2@ueY%3Cb_~Rf`DlqW~*jy4Z(H{QM!7gO)=f~cS$GJM9u8y;{-S_J6h1SXC
zwg*6KkQE^AGT%=diw`qUHai93X{|Xr#es8z{;b_*=uD~A)Oy+_^jj^b(8*ql=Lc~s
zUQ^$|DDTNS1smuaf6bl1uh3@Gm8ct!?Ox0^JEwoFS%0XsH&e|idZmts2|G~foMC=K
zd+zvk?w^Km67fl8YpSB&d!OHFRaKC;R_jL-cHg5!-*uz~2poXDO*e*b*fN#QXcRd5
zFb`AGu6~}YBD**rRb!^St)~yC$QyfTQSYDows+a&PqFgSCF~=GV;eR_+;|ynOXaa|
zp*SBCwf0PEJ)pwx4x1!7w+^4KZ;SvTG(+!VfTmor&_)o;iFE-Cfdn7|M~mXQG3EMC
zePm_bVrUu<OBf=P{1zVi4{IcQhobs-wsnLGe&pS2Od9&2#-ctx;I??*=@iU8lr_!g
z-Tt9vQhM-M1OP`&ggjTc^7z}@o(2M`pBYr&VUD2>Ea55&-ou{xPdB7JL$3RKxI|=h
z^li6tPxgABs_a8iNG&MTl0OlTFS_MDDkopdz)U5Xn7hPIPO9Yoj4&hUel})JXV(px
z8D|Sst5N+p=0zD~D*U$ZuTB%~{pvD=O?f^@*y(6jIg#YFv=g5?0?(ijOEA`rV`olP
z5!%M@l4c^_W$fvHU-o!Z_!8BeQSd>;b?KtL)Nx{|{=*x463WVT=#`Be^!|$44DXBe
zmps*>s)88R2bHGvy#(lU5rdB=conjG1p@Y^IBr<m*u1ReVJ}3iq(aMfz4Ly;^Kw$O
zT4Tq+mq$r~%&)A$R;EHG$y(kA-n>xGL*+ed^KDx3_ayb#Qo3^FS1zrqipzN@gO5A9
z{GUVMyoGnc3G`*}&~@P_1v1M!tIDww_X~gS^NT9l9{h8P7CP8fpAQW!SXF+q>|D~_
z4BIO?Kk5VaJJVUCLyI9g#72mwr{7N+`T(8tYYhzMRQ#(FK~#gfs?o=En*Ian6iFM*
z`+v9c8x|VsAKU%|_&R;i>Hc*dF4`GEuj+hhvGHj7gjkficv%~&9ME^s(Re^P);P0+
zT{4p;H~oLgNJ^&jxMvp7#Ju4e<Wae$(^dRtw~NxFdH)@@^F)U3|6UzpLV2RJDT?6r
ze}KW|sjS@FKBvEfzlRnUsf+&RX~*TX%*{+(8NJ<nd$gW)EW72(=4#n*j@B>1ZGkX)
z?I=$_|JBX!YZQrZ&hr0urI0~LWM}QTs(SXESmDO*(ex4WsAM@}T;Nq<(SohsPM#uz
zOxfEyKhgZlO1(k9-9!d|7aIIpdWM9=Tubm=7vyguk1P#ZNl$w~J4SheYjqA7^uX?i
zXlie^Xy419SyRl3CvGp+wn8=Y9ZR|w9diQf54F!v|AY&%_!eqSi@TiM%GbVm<>%NI
zL{b*Rb#59Gp&8hCrX^+|CWL_kUHqpuUychW57H1R_E=qRw8@=k%f>p|S4KBN{`YIn
z=Us-f)-BFW_LAz)ZFb6&yFa`+2Xd;e*om+`91<m`%5>lPIi|<|Y0M{7RU`O=@1dkj
zICI}xU&?%OHH~Ic;LP19w?uDm89~tq8j_~_*U;i_nlHgUG8}kxM9=(Y-Q#a+r!o-1
zqn1ZbBmbnLEmq#GCtSOobo)@Wl6UvT#Ux~0ss7m5_|A4PSHfac-uJ&hzK7ZsEXrJ#
zuX^gVhWCW#bpJEcJw2Ecjc3^Oi`duLJlmU&*u1M7ru{fxZ7KSxy_U4cQ;y#+-zLBN
z|Nryw&P!zmi+@1P&D%e~hxKboPy7D^K)G7$9twty8Jp~6DGLQRsK-5a0hASXbkN~J
zqK|D1r6eF@O_r81hpDvnOghBi{ipZpoq;zuQxWi(qewBy^M2GU7Mr-XtMQsxHUQPq
zZZb{5#GHPMOjq?XH`2FOx8bEA>STKnJ=1VY8<LS|r+#LlkEO*D9FxpR*bkFpa^~7b
zTMznaZ?Cg#-E2x_qdxu#PxY2VF|qT}R#fOt6ZsvJ484Vb)@2}fcIu|`HS;1e^)$7E
z6$(qP0(RhV+*j4$+B3MXH}M2HTanrQT%3<VTyu-<UD%0Ao+`a1zKbkd+R%`pAP?II
ztN;&*Ffqpifo$^0BX)*kP8%Fa8Y+H=deQ5>Cwt|xx0jS0njl%$yLB@Ub0Qv~L6AYT
zSX$RgRt)(8Fh%jaSgn@Xrrj=4PHvo(p`0XMyaBZ)nY=U$$0E29n=o^%3><?I5f?xt
z+hT9p>c^bLHigS%nmX$FF#KA8XXV~K*v2JEl3HdBd_fLOPy{9kG>uQDGpNvi;AiHz
zajSa{-J1Z^nP&)O0JF;a8hDx8!qeEvAihUbvE9q0{-QD_kb~S#Ua`B{#?>;g_pFm+
z<TOnRiaVJBVe`tE3y&>TQ}IT@<KsGZc*~ABD^ave9t`3>-VF_0|A2U0nN+7NK^&zk
z$yVFRwf!eq)>5`tADg8p1|i6eSsK$2n)W#@G1T#~<}@i>H~oWDxx7STkIDAB)Io0D
zFA`g~)mo`bOkLp+5RJI0MXqW+8zd0|03qPvxy5#v%75+z*%%PYk|9`uVs4X{p<=C-
zo3)I`#*us<0k0xBizAtLrQVl<WW^a6rBKbRQj;o)SSi@APk3}ul^D;nI3ecD_e3}O
zS+TB*N7Zz`AC=bprCi}I+TsG8<z*z82TIV&?c=Y^@+9izh#i;Igc`n<ggZCg?#RK7
zi^1>`dv8{fk(_g}lsCxIUOqk^{a9Wjhk&w~A(J_m;=^hnLlc{+@D&H^BvbtqJyRgQ
zEC5oZQp(A_1JiZ+4hwb;uw1iJhtqW{x=?RILm7`pq6ZL2ytoG#3P)N9Er!FXnx)Kn
zuFJ|vO5#X~1ZF{Cskjsf&YhhU-<T*RB<UmOBjKO;wbozj2%;T+etz7u>rS%+VK*j=
zgY0q_-D^NPUP0nM)5(HNY&^K@wXSe`_~ke6N9aTq?6y=S3R&7Lx%OoOchzcJ3QQ}H
zUN_#i@@GIio|c^|y~RuMEsGDGTuib4o)R1Pn3G5e81kwH<_Vk#1UP~msRma3G(H8h
zd`kpAP-*3Ri10pk$`VE`p_lB6T$y0-5y=h&p3pFYRN*Nz607y3GBOMUWK@(sUvUu*
zP+;+nH_?nqk6}W@qGp8xSBzD+$^vOg8q*E2n}08lBVfnPoLB-_p!Sp`$7ubW@t2;h
zz5x(O3&Km?X;}xG7I1Q7tdo4K^eo%hQPt9xhV`E4X@{wacYD**&-OlfSi~@6c{8ps
zd<C@)A;Tl<s(`uZaJ1s>M}M#JC<=Z+Q}alDAH5U#+<0=;+Cy5|l~Ilf9&<qgdgxYh
zJ&CTT8?1+Em8MMRv@W0iJ{+gkW0oY`5&L5Tdgq>dxpm$i=>ay4YJw@W=rW@ac<y6Q
zUB+OSn#fp?yDWi9#{r(V3`1c%$(A^f7o$NUNmt|=HqqwewVGc|ywlU&zCY*x3OtwM
z@ObPaj9$w;zmGl$SxjGy`=cPm;Qzgu4rzaFjJ>$z!z~=I#L?49kiSp*C$^?UNqApD
zumWU<+F2uh)FYXb$n2|>O|5m>{Qg*zVJSS8B7#@#<HM9W=%*P5eBeu$2Xg6&vXm(E
zK7%Xbx7!t{ErlPo37;VF$uu4_lCtX{wpNTINXOQekxd0l>+#lsnSyr>hBLys@j^<A
zWf^d&!_uSE6hu|Xet=08Vz=ch>5+0ib~Rgkz@x{&YB~6{W1sqNlC(ZeU@A-Jw_Nmz
z77v0HFvBC2zn_v<n11l(foZk>?&Ro|;YjugZklnzGpETsI$pdK>#L6_LDY6UFr3DI
z;=`(Qv8SK3YiPr2&HK=T+0|ScLI^Uy-&|6yoUFVfUn9<nxjUPV6UR6?SfUUj2&^vZ
z8RYkV!8>zLHVvjBg(QiOrXw&p_{a(r!O$CFj?DRmK~|3AZ^NE*kX!4lU+>vl%Q-P-
z>gBhNOziKr#BMUON)`B~(7c*HpCCY{GOlMLN1xn(o93a1Z=~HR$rdpri%o4+3eb#Z
zfqtLZ<M<UKvp)xh!S0dCmYngpSgOXj3EfV^`BP49b=Ob^WzE6efNXkymI20@9fIT^
zdl#rR43$?49#NXjDFZt{8^c2u7(kXF{cx7E>s?6p9bv-=Cl_yN10$GU2cPdSq8KH}
zkGN<;EaY<U=Gq(yE`_d{$@dcsSZ^+7b~#@eMQ;?}(V!~kNrJ~rra5_=jXWt?9L<(*
zSwT3XanzYCdv}Z~5$<#MqLhz?KJiMa&Y`Tw%)+e%A81bCd;Nc6`c;4V_}h?<O<i{?
z27(7>o2h}v6HeJr>^hxRG<>ej>-!UiQ(BA1^|-1IuJ$28zTShpmCxJIO3l|H2Odp%
zwkt}!EzKlz($o(7q8=W-Fd4Ny6zr&A5>&QTJ0MJ{Zh`QiJf;d+q1s+jlO?%!AT1u9
zDDR^MxN#e-U*edsAlYSWyKcbRLWGBn%x=7JZQQ|$@7_hQFJO_l{a={+x10Y)9xRos
z?XTR?z;3l0l3Hm(eR71ZxDQkz3qaP28?ILP+#+B{ueGl^nu_kB+9K8%9iVbC+=tVH
z&OV3&$p3T!+<ftzlc285{f-$ep^yA5)if`!=b<+!B9Du=L?_8V($5XQYKN}%%#kPk
zLiq!4?LsFPxD&bMFJy06!>zoT^*|ovXI#5JPy=tV*vIZeuCLNwyx)e}s8!!l3c03+
zGySQ)ZB;yx*r@6|9cznKnUCpP#pPNy5Qs7Z548%cMwo2)cV8e7lP{#&_QN3cQa!16
zq-1r2T3RrOgdO#54>1yB963kB*F{X^{(@f+CX_vrS|dZXIA!a)v4*+9M3GrUxlUic
zbF##U_t02Uu>$EvL%E2nxn!BW96Wbkj~)sQ%;nt8=eArhh#L=Qax_cICV)c?G6`j`
zMlHc$HlVLTniLfEo^5&heW^zMp^@D1{i5?sqqIX94xT19wSYePVtrC!;<U%n;D~VT
ze;^?j%u2>eSDhtI7Cm;Pc5;9*R88F-_PKus^(NHRCL<TqHEO+3Y-Fukc@ksf>}0lp
z8CO+1+9<s+<l6TeJG3+szn)c4pm$}3W~`M#w7b+y2!gLT(`5W&iX$uMW{O4U4yVWo
zb1&4oOuiP(1`5zx6`t65aa?5ZT*@^`vQ}eaJ^14dd3iK}N2vw9m?YokBwxc(<~@Ar
z9LJ*<&P*A{THyYkTi)^EsqYhOr72j3l0G6&(DYTTuw#bWajcjmc@s5ZNu{56r&ePr
z3WG{jKz<4Ss7HSHoQ+nz>cRD9&=ru*<61G}n8Y%urCGR2Qs>uF#5^zWgx*c#1-)Xm
zRT$Z|*EU<*r0;qJx$yY8OUB&y)=q->9UjOtYD~g6(qI@#UJ9SYK{9G^q^gAt>65*8
z7C++Cw`&y?aiwx7{hQojNm5LfKpgcfZ>cIIME`>Xq&kX%dzH=RfK^RaoPP?E?25+@
zp%>F@=P;vkY~%(@6guUb)G3gzNZAk)K8$^Y?E6cES9Wd(-x&yj8r>nOUcHMZO4hQy
z=1KD@)7JjJe_v@c<Q~&?@+uSUDW@mlLdJ0+YT@T9oxi&MQ+D2VHASL$3zuGim=rz8
z)FV(FDsE1zUM3!pE*tl)6i8zIT6&WyP7oT*WY1Fn%ZNc2G4eb%@xX!h-8Yi?evdn$
ziER&N)wAIog55V$)k-=3?9u*J*A)hp=Z1{z5}Gxdi&=9WOq0m52c<Zz^2gJluX;7j
zchV0KyxBZ*2Gs#(w$)eEaNwIybXq*fi~B6}lgt4bAWKI*Jwrp*2P%qq<4uFNWAT62
znBs0-%{XgLrMord_)@=<ocOrQl^M>Hd=pJ%*T-TKwQJ?q_WUT-c{xcR{hTv%2<Gne
zx;=cdNTYkXg}|*Ag0xL+fjgQ8Xw*j&<iPY6)calu0&*(vIJ|1#lV;|tJEsmFYD^Ai
zevmE@pR*6Q+LHDu4pH_pO@FM!8BW{LNitUXWC04U|BEUXdBBE$#vwcGe_d<v#fCXv
z{D$}(@{ct*^KXJ_SSf$xz=D}qVYKnHAX-N9@o&Ax6s}eSJ{F=N{JB>I$kNJRkCxdF
z|8MjBT}CUOhxkEmGL{T^>*eagoy4rmXxD`&=o#iAaM+5YL=T9R`=2;>O?-`TpOc&_
zsrQaXA>8_~>wWTNwZ6m~Y0Zq<xUWM#UOyk^NVVJz=e!22^?~QHlUgSm&hJno>E{WJ
zNYv*LReiI3Id7sR@pII*imqlzmb@OB#HQwmfFXKiKtK=Znc7~P&cj)mO+PU53Ph39
zO<&^#V73sW*x!GPVAzQ}kdwXKe^-ELNYcW#RHn!x(kAklV{5@D?1|3?rB{PgT6E31
zIg;?ej+G=IFcZjXvf-_%sS(IFQ3D=URTbh^X`~Q-7d6;4oXR{T0hhe`8QnZ&J#0T+
z^$%rQ)u(%f{0u87em#z;U!a6|5&s!;;`dgPKtzwcQ=AVmNK%mZp4x7hs%y(mN^Duz
z9f8MFY1+TnqqpCiD*hwr`gySDea?(bkcN+mBPAIcz=aO0?N%g+_m=@8y{%##%(0{Z
z-d=yWrRBUDp~+^c6W8V>>s@T>y38y^R{Ct$5leZ(^`Mc=CytaFbIX1TVz6Lv#EIVL
z_1kRb2g=pno0n_3g)rA7NOM(H5oR<%!x*7IK&B}Ji6f4wKWogEFW5$J)zCZ3_PCbg
z#J9+~oeh{|>dT3mHvZ%IE3mc|m*1Xsn|ED~+pgBw58aad;~&g*Ytfe_B7BBkFM>^+
z9O=Puj6Sw^;Vp#cZIkqRa9+PATf<sx9fQT2*?nls@~Gfxv$07&@L?!3*cnI9g~orS
zq{y)AA|8hK$C`d6$)cG*O;YrNAP}D*>`U9PhRu>>sjdJ1O<!^4j*h=#wclrs=fU7$
zAskNtUy~qqQc|0zU!K8{<SMmO?Dc2Ze_Ec6I{^>DXT}e>&~UA96F$I-e`Y6skaT9b
z6f-A!&xUIqo@uaej*-T168s|rDfe~P*6GAF5Zl%guRo1#OC&AJf>}%Dn}fk&c-+1w
zId>#gykD(65t#K9!I@awGRcG}l1)~dEFFoI^M4N#n6$&nnd8ZL3_{>BlS3dJi&+>;
z=dSVT(F)+ahaL@@kNL&B;2@9Pe`5VS3?S&=%v08%CkVG3&4dKOn|<x2b5pOWALfP$
z%imIq)uUmS2<0H%Vh`!R*mR)L_vhnW^sl8yVF)T%_4p=7d64&X67MvD@Cc<6%O2w7
zj@d_)X!2+Jc$>Fv*e>J{1h}IsM?wB_o(@zBfM?Ux7&L?ag4IkZRhUMflgH2L0u~MY
zzaO-%4%ScGG)7LfcF$vD7vt_UaF$~hMho_5i{-C!mM)-c_RNtub|jI#h+GVT!W|v|
z#v}5uD@l>=85OR<z@7x4@VKQ~tMu^YB+I}jyy2h7-rZ<M#}^Zc=#2}a?Fc8}xR1fo
z1Y4_strE(kzR8owZcuQKO3&0oHe7vJ<40nZlsB!MuH^tyrG|DBp=WFW7xN+tB12kj
zlb!9B<U#%N8B%1<F9-v1X0IH|N{!OTZa`62tDTHnCiKF%Sq-b&N#4OQIz_nt1ZRdg
zD7^oQs^l60Cd97#`~tYBTPu_QcP(e^@9N~W@P#LWLJa;J4UDoVva8V)K|sKZAUkxg
zo7B=+EN;}t9?z|}=>frDo{h3?H8Fa37SqbGlAFay;!MsslJm)PYael+K&`71j7(sP
zSDrN^mkF~2d&Cm2MXpLDI3Omeem(kHa9xtFkLHh_oNW@2@V-su58R;L*@0oUSptMw
z)_0WEw`KSeU|dmPmf2PQ?-^`iZb`WH%LA&G&Lci<AqIUqUM_+{hob|aoj^HuLfCjG
zH_+A?eA#<%+uUKM6HOj@5nX+!NjxVxc1;geWZZ;n3vXGUeg?;2y+HbUq4vRj6J#Qj
zn2@m5FF=jdS!{u~_j{5+ECeAmO>K!y=B%8KV|w}lWs9XoF4+D>>5S!)u^v>r2n>=e
z?k`SAMil#haeS_W;Es&0W9{q^#WJLG&0ea;aeQxmSEotZR>RkpTXLfi*p^QuHd>w*
zwo+TiPk0UjOD8rUDbf`-<D&~UCe-9o6smDC8^J?PpOY8AE-N?DEG|W9axOkj7-fu^
zDP!ySn;P7L9rc)L6Y$H`M-#;RlEY$&Oib)kX`u+p%N}8!L0-*2Umq-*+8M|^2w*2;
z7K)=#llbk`n=e6)njq`mex--d+xZ$8`F4R1uoRk+9&KpnQ$62B=g0AiL%fsUnzSb3
zhpoi+W&w!8Fg5BTDyTC7p9D$FiES<=7WM)OAO<)hmeIDf9Ld=o3H~*#Yj4s~%)}ri
z?sFm>>doxZQ4u@p!}0|x+8JmHzfpRC-p{3yVssqKD?(TbdX%o~t9YOmnGtZ_;=bj{
zhV>czrsZrHaPL<_ta~gMQMx$n3D41AwG^s>+VLla8#5fYQv=Rr!$n_PalGyNIjAZw
z!KmMdg$h2dx~)_TS)KM46e>~2a@Oj6`5N*THmxSf@$Dj&?>|6?_9ISmsUNNu)xeY6
z1N{=hhOB$T$(fTCHz;aJx5-*2u|n%LT~XXKhI{4u1&cp}K*lvQmV!*9;<41vy~V10
z;o4Kh&mPLO=wG>S{ChKoPXLRT0?h-tLHAfO5xx7!C;W#4+X9of<SYdc#eI#_#hB9C
zVH&VGK#(I=dBk39y=!G{8XhJ3D4;<bsy=Q|Qb}=Vte%RpgjfbW-X;Xl;XqWfwkrux
z$YT3=82ZtNQ*htaZ&(7WxY%L(%QxQ#J4$Q5h0b}XA<A=-UR8!f6>+2oSOi+sT@j>f
zVpBP9pO>W-Vm(dA=<X}FEdOXv5Quco{^n{TnIzL%MH6!CoMb#dH1>OkGcLPhjLkY7
zSUfbaRoro20XZ993*l#kX;5eBhQ}3;1rwjd2GmhX@_Kw2>kfqOsJC6G?y$HaHBUvA
zoM1+i#&;J?giPei8{KBS+*B{aUuUPUI|w`rZHgQEouTQcn11PBjzkn)KRR+Xq-wE=
zRdo}NS=y{xbTc%P0$X%8+yd;vp<^)<<}p#3$xk{1zrM2kHQi8jUQxQ}niy;SswHO9
zc$uD#g_rIbTUb)GO_f_+k0g;Y5x#u3uRO4EyNx@MBME>+GKdwqis9X&BOo$6k5mkm
zcsgu1-q34rX#59A+?ALT%lv)RgY5_HtHeSFIHN>=KLlJb3O~AOcKKD}j89fEl@XB(
z;{)<g-_!seV)0kbF`8`j?+Bw+@aLQ?cJ8qJ6UF=e={RT}*z}dD*=t_SJ6Bg@=C~8p
zMp<hIx$y)LA_eFb$ZzUT3|qsMvB{o}Veshq7=$X@$eNR*NaGW^b457bR&EO1miEGf
zS_*#G85#_OdM6^-Jt;}XpZ#&ZK|CsWY&|?(GAmz{Z&&Ew7!v`p)kgy7NwfT{mLIyg
z948IlH1oO7E1+n{2s4Wl(>$-Ip#H)%!axEon<$)gnK|hr-llBYTa_s~SsV#!X0XsN
zrgM+59sMMw8!4~OYrxjhQtW!#vKdeYMd?rK;w&ypMC8|+UYVz^i}uq%3Dz6}_<qft
zi<PJ{^N^Cc*XH*Q)v7Qa4T-!78So5w)@I?I51s<L6s&USyI;!cR|Mpl^IPauBb}G^
z@_=4;ADPa{l1|_FeJ~PZA<cBu2UVFDdBkTA3Ru-nV39CpMy7NHT`~NS=-cyw>(`%b
z`fixTL)DWd^88`9wp&m836~|SuA(VV$uhVPp<VMktulW+M;UGYetaWxXH=~<_}-O|
zrEvEBKxUoQO7L}AQuJQB+$~|SQ{^f20Vw5w)47#t`~p*;%3ljh+Qew_4HGA?<>y4}
zNE5`_`UnQ8*9*S4zt($TYJSJ#m&EnS3a$KV4^Hd_{*CymvJmcv(MIUI*s9k<&QT|h
z*dTB{zYR(?=>v1gQu#DxVRJF7vT{MrS58Y4u;OHRHtT0ramM3WbawK?_47Mj6V;dM
z3;w<X#8i`OPz~V+g=2C9nH!XZQG+IsDg^V~2Qs@_Oz@^<3m;@bh=8$efO(GzzJkV=
zS?}0PYk<9ah+648r(6D^4aJ$lH^}2(iS185YOLN6N2+hThgK$iunK8rJb$uSgR-OL
z3~xWb-kG*7au>BmJXhHP`#)w$Q7vFH{qbNBJ0-3-ca8MHb{a{DZ=(9_?8>j{DIu)f
zFk;>PB*{N)`Pbb`hwPx02<_oVPS$zVHX*z9)8D}4kHd5}#`V(fzor>wZj3kptIo7|
zq@Hn7GdR}mK1A#zCv4H?1OnsmVwf6%T0@JW7Y70XWOr<ak%l=_uBCAee5r6C2FSqM
zP7Qco?0GjjS@K7^5E#_}<x`(UXX%@(WPb-%m88mKm21Mx9f9>7Bbj>N^v#15(Tuhg
zjT%uwl|ShTI69Q2`5I6H#g0UC)-sst%808kGublAja{KTIUJb*sXY4zK2%yO0LPi;
zzhBU<fRR6Ej((_;W*G?w`=#XU=m)pD)z$64C`Nd<xK9^8yuT9OUl=#`#NG=5mA-%N
zJ-^ry5t}g1c01XE;mI{E$Gf3^t5<|7-n73Cn%q#ds#Ody&a6^_a5^I&y;cy|Ha7$F
z(5Vm?gY&a&tAiYK4{oRmb+#12{o#fG0i@>+<zE^QY)V5O<7_?j{USj%mYyfhy*@1-
zMiC44FKt3%4~^4KntAt4Gx$_dRXS7C!~0bXl;DtI^vfQ*j4b{qjFAc9t6CXvBA>#u
zZCfg=UfEt+=Qe;_aPK@VA57QLaYQPM7=hpFbfy)Z=~X&49DMg-X*dru9U^WBMyN{s
zLz-k%Ay*$nWdGyanvHI?tWJ~F`gFe}&pf)-+FWZYa+}aebbPXcUT313rpaa+?RN&`
z3z)agx-V>eB8R^Ja@_+*GOT*f%nZ!udb@T;x4>oTEcS2UrO-d-_NS<wtXrL`FK#Q4
zlw3z^oqra88hzZi(z06pAr)q1-0_hVJpGEh*@C1AB{JolR@#UE@mKmfLBvAp?CjYf
zwq)w^2si>;O4UVel^8eY0-*7Wa=M)^+TuBIlyQEoepKOs-B(kKysJ#Ew}R}KTF4^h
zlhudT)g0gn$3l&rn&sw+MIKp2X;HUV?@x*{pKV=rOH%15xvMRf4pMMug;Uw{?_=Ys
zXr|Y;PWi?;#bg<sod$m!#l~K{)Z0s03Z~VSP_qQk8giNw4Fm^T$m!B7DrW{DunhQ@
z9)K!c1{gQD(j&M@KgUI7F8YQ5z`Xv)of-Rz-<IwnO>_|eHpn!8+6)brS4*fml@SvP
zA4Wjo2r2|NC=t&C(q(<7&e)hMIBA*H`TEtb=c_B`#=1+1Gzmne9vKSG;Ae5?F91ry
zytCcjmE8?soahP?bf*q^a*VAbTJ5W{a}mV8!h&itp(nmCvN}p^7M*5Z*_H7wR=yee
zdw22>j@(a7!RA$s7W(U>|2!x&tu}ptq!;!sXk0=@iqDVB=P^oEO*;PUcepCN&f$Y}
zV0E<F7pDDtyIA;#NUi+-mQPBdh!$SS&NPb$H!XPM=8I<eb>YCjN8gwK1AtzkpNMKH
z%`Y`{UWkXPKhME-HkN(HG6l+jZMF61I>9Y(sa2(ca~snu%`%@qEajA^&frw<bO__?
zoZ97IY}S5xBEuB>T|zzkR?5WRgsXt#_g@KMket0?0=u5%2lFmI4X(Ly5oG;s#uYig
zne3pDr|+MFJx#EAFY83^t<K8p3uu=GEiu=PmA-dkkc%|U0R7y$nRNb9{s?3)Zr1t2
z5T&t&aJ}=8$R<?4zJU~uAui!Kg^~sz=tj0kNWJgMMUdsqq-G>&XCNEc{mb!?`hUpX
z<b&sV4Zcg0-&@B8!M{tE_JR*bZHex8TNcTUU?0#VF4WG~)(Eb-V&?MkzIco1U5)ak
zwwgLG@8&n#-G_2Nk_~=rZlt{(9}UD=s+&Ly1FZb3W-si#L%=-u<|n}x)jRE#2ybND
z<Trr=QlwHb%2Q(+a??$LsMvN$lJ_@75bkXALkng%11%1c!o<macRz&E<f=4uCe(1?
zOLF^z8B)MYa?ufttJ4_8tkQ3=O=2TUB3f039~jpanm~!3EfeJ`;cnc^)T()QoEYB>
zl9XeBf@LIJr)accgLStqU;ME`pmim`TDQKVk`O!<y!ic+{ejSKea}7U>I7HflqJTN
zf!?o*g~gAl<(uwBkcQA^?8-1Er>&>=v-ZQYsc%JYWfJ}=V^=vy)l8HG%J=ahXk8t6
z&)BjmM?zN5W|HWQiqAjl55N{TH_Z!N6dyW{t$YG`Nt3{z0_r*JgnUB1b6B01F2$7v
z(i{tUT(`x_O~F*}^Oc!l)DcQ_r6O<EtM5pENd`-ySe?_;X!V7vV^G;@bIDei9|2(|
z?^AfZmF%wJRLKO{2jQw!0aCcPtUKF^(z@E0xosD-f)$E^?ZQ7FDBFd+HLpej`4k$H
zeZr<EclCnPaN6YdYZ6V`)iNc|a<0jJ$YYOLIG*aKzsN5Xh>(>RU~ODadv3QQOhFj(
z|MNJ0&}v)Yja*3koPMNSZ|><hgIvfk#pH?^*Eof5TjR%qZxpNyB=4$%B5@;E{%D*%
z52#Q&!2OK+<Ta*?dH=cPs@hjM-tx8pmGv0bq3!TJy;=xSa3-;V(6+})5ciOev+JJb
zT>|E43@OuO^QKaZE&SbB^IWofv;>gI22elj%pq|FMGWrhZkcdTDO5>;k1txOIm04T
z_PKJ<XiOqrZl&kjBZm7`!iFqQ`xyCu2T;8H!f!*nxkd*)y4Mv7HVpE!JFhr#26VF;
zg~5ut>a`tnLf+>dkiDdLpBvS|bqg#jtOMwGtT*0RKD?`!<?iI2BiS+c!qun3C5&Eu
zp7lq@>#0DZQ)Zix0}M#5BJnM}ZM6<u-vdXo#Ot-n|LH&UlPO9=nE&AeQnibvXHaw)
zef?%e&*%KV$0I3F2dbvd*yIrEm<?*qWSxy+2|jpc7{CI@N9yz*%<K9*#?(5r2$0=W
z-!Gg0e)aRT`OPOZGNO07-bQ_I(+$hgaZI5!H-XQ<lLYo+DH#D|QFcN`91Q*@p*5iJ
zn~6=10}))TAw>jl5t-0gRtaoxjVq8IeWreq)s-LeKN{sX<vXsp4G>_*&!PTij3SS-
zjDqf_v^w4p6E;gEoKiDRLgDv%0N#=W!Ydgz-s$r4Z!2TbqLg%)?(Y_3CGe2*f~&XE
zo&<(oyE_$VrJykqX==aiFFlF31y936XW+upVb9^0c~Tw7wW?8^bY<(kU|emm_*L!V
zswI0};1F;r?xsYQ1VZ(FZD|b}o#W3KYxdl5xIywb{Shvli{ITeS-%(=or_$i(|YkZ
zoF5+PCGtL%6PW^w#(CesLKfYx3VLr~TV6Y)>!T@<XGQ5=V(poNwnp74$R>(1hhYZJ
zX{Z=TRs6k`Yo{g&{UJqaIx#b0x_;}ZWScTOf3!~3@!F1Fu6=KOl!-+3MTsQu<h4Dn
zSY_$alm5;deW_69X^FS^nd(<pAzr{^IB1rfyJTE$?EegPlKrzhCiCp*H7fc3J<<=V
z`=Po0J3JqiX3A7~lawaA1&f)0)!2eif9!M}T&4Q@!}2=G4!mhmN59dR#<@EtFL%UA
zk<C?r3Pl&=O3&PKt$Kepp%&Z3VH(FOVITvC)~@%(9-x9*Aa1ItNQwc0jDWzQKw8fw
zpnKSa`7#rdr?x>q^jobM-kn9r!!YBd(H8oZuIJD16&LGaV?m$~AN{D6&VFbt6B6(%
zR`a}?UkqI`63-3okr9V{zGoRTH672OiDqMi6ta)6u1*2+lA~G#rj3Pk5%zLo)J#md
z?0WQa@P>yY939Uz7He|80ZZf1)T6$Ob~ZfjXOpF+&|er`^);)Mn}o;2=(r?Kx+sp~
z0X2F{&8WixF;D{nU$*mhed`qpt{Q-xj2mIF{XLC<(n76z=~%djqclNmS_jv~eHcXU
zk8l#XaW&#{L5a93$ufp%?#&mDUh@5T&IOO&fEg>xl(bI!R$=MNe5J2{K7oIH<LPly
zdvI+%OBRtA&<%A6uS&{xe%L5{)<WE4>5nAIHDuA;_9UhRk_G;?)!e>9-FM%n%qR=>
z=2hol`wr^i8C#x1h>-#_JgU&7e#S>ty(!_<^E<@J?W^`lin~q*!MM5=%DH#g^T*nI
z9@x_tD_2+Kt$nO{-^<k(G<mdYsMt9rP+{w_KXN1%S4@LDx7sU}gcP{7D@L5);UHTZ
zS!uB)E@dsUMkss4f?-RuGy>zEEn&)i*mZe(A$W&x=FlCPW0V*AX)nBWtzD@QT6}I5
z>dR!1;`c5QbV|y0gQHCAUZ10Ebc7NIF!?7!k@X-06$#OBJ^NwX(y}fF0XQ9-#`(x^
zPfh20%D1;pVyc8XiGxpYLvKP0tVko+OXG^sOfQFUm_^5TZ@+UMru71!rOcEXwcJrf
z(A4x6PJ`ll=&h=Ia7-)^df5r??A)2jco?$rrwsCJKeu+<plT5}PuoLK*-G<pNU7(Q
zlwdQ)CPs1=UY=a(oW#@#B@sfIU|q2*>e;p9<^~L8?)L;(3sFD3xh4M=#5*@Wo?)`?
z&xkEX(*wc;J6i@zR8d$wQsnHH9j_BIu<4vpMcb18jX<~P??GSfe)XK_M}e5(nCxOO
zFr0Eu!BFuJlx0%qrcKZ#`NHFkvFX6Lj2<c@qq}1dfk&-Z-raOQh;p!UX2Ri#=J6R)
zj>S+r=LLA^@xTQqfToOpeEjL=1>~xv247fKNAdpw#y~m00a_50q>nKn8uWpcXQr{9
zq!XS1pq`z-f%))Yz=VKL>mz=LvB)RpJu%1C0yBfQaz{g-QPW|!9}<!XCj)V|cOV??
z*VBOoqH(z2q3%8#1HWVI@;n$Zz#&9{eR>Xur%ZpBf1r&i7}Q37zb{^%ojQE@z}kWL
zKo}eP3~Wg6o$_}4xY#6;0XfFwY=gH<dj3C73>eXP*bbww)3?X@V~$E*4lqyG_<s+l
z1B-fcqmTi?^-1mydJVk>cl11PbIZ;~4tfKE4}A6C>-crSg8<1<&vBnq{4uuK@7wU~
z+a+B=_4;~zet#|V*Rx@=NX|e`{XIa&F`vtUtf3)k0B$;GR@egs9rAkYb~x*vh71D?
z9DAwhx%qmW4uj)^zg|8T&YTgDM^4`j@ww}<_3PZZb~TA{a}MRE+7_G^s#W^J-EN-=
z`kgM4)2=eZvRq2%)@M`c(UOK4b$X=BVFV*e30jhsO&SN;z0O*TkyUZr+^@9I=tAW)
zD&(nLQlcSA*0hz`bQ_Y3DndpQ5Y=Qdr&N@gO`tgAZBo*b0+azd0&Z~Nl`B9`UA{VE
zwpSeNFj8}c1E_2|j9~P}NZfq75bBOfy)nMPVL)xuVf9Js2HkkLici_MYqRG&cJqRu
z>kOb2Lbq&~v7C@p5><-5Qs$BDs7lI$6lii(wBc)QqDnYW#qeL@ve#$KswVlmCFweo
zRk~rrfIv!;bi}vlG<m66BoJ3tbtzUbI)f3YXnyfNK;hw+6`%vmkB<EDN$O}PI0Irj
zCwy)Pe#56tv&YmhN=8mj#1c1A2P1D@<2^Cd_2ThtPE`0zlX6Yv-OI^}6q*&oNO88R
zG44CMop#fzQJ+JNR4x0aReGfSI-6{%(wOxKb$fP5NKHoHp2`r~B8Q951eA_JQXumi
zmYl<W_vNKlsS=j`D(0mcKQL^{oaQ9Rj}EG7!bP=m(bw#*#)))NWzr?heJ9(j`Vtnw
zc~JXnIYfeV3L5+g7#7OVoW=;;gE92}v&wM`tPWRS{LHAxrSkU8xGxHXHk*2D6e?_)
zq6-eJw$zF5p&rc&I^0P@9+vY>D5XIwIu(gGNBchfO;wvriPl{z*ov?Te&)LE`0Gw^
zbt<1romZ@9aj>V8wlwErZ{SAl7PmO%#FFu1Ey-wADacShSX|gIM5;s^1F33iB*cXr
z5F8^RE6*18Z&E^vR9p&CNGo|~u^{O_=>xyL->Ak6Z$7rwl_4<`BprSrTkosdWiBT%
zCd9}D4I^7f5Ow)!ip8LPnAcmaH6rfj?V&|Nh%U8k+tur}=;#D$1XkB$HWmg-0}i-_
z6s0B9@1=hqz;}jgO~`Csx92u)w_TqWBaYA}S{5TNCTonb=7uU3*Dzd+V=ZfQPqj!6
zjR2OwP*l*X-f{vK*mNT#=m9AS0N{k<Y~bgv{=7%4ri08Y;rE-g?MtTUema|ZZBQsR
zO2V61SyNj70B1yzpeaepe84qnRsqtiS1-DMemsC5mMn%E034+0xxB^VY(58EGu+4f
zFYZR^&)htO<^?yH5du{qn<Daz#hZHu)C+-{O<}o{?0bzdn#f$*g<{K{HPq;bZWXLG
z!Yl0lsta$J{J^4BDe--|yK$FKw!?<>+I2#STw*KU#UbeKy$(xebAi>xd8I4LP71UI
z3w7mBE%~cPiyTdUiDXAxZ8<hQ)pAi{KTlieA;izL*_k%$ZPr#WwxQ8eF(Z8?8gmi(
zRp5@}u{o7+a~GIA;IQfJ)nwNfCY#H;9o=<Laf<Av)Er1|=%?6FBR0gw*dFa-Vu}a4
zx5jfIc&)XiY5>5>bR_E*^48kl5vh=eP^1GBBy1uyo^#ih*p>AQ`7@bmb7egx*vz)e
zZc38l>PsxALru1))TJS|&;k&Y;2|SQZ~@`Juk%gHe0R)uG~u<3fQ)UDFma!cuH@~E
z2O`z6c`bI<YIZ;N&ibQOTZGHhyT)}cfi9Tjr737~HCD=Edvl`1b5mhe7&n~R5YUx7
z`yQgDraB3#{tS7`OR281)gspCU5yQ?GHPw|^5UqwIr?%~a6Gwmbw;CKcKRY}ZN*lk
zTMtngT6LKdnM;kXt}KnFFMAt)=pKHS+V;d!w|T#DPPuD7%P=ZI2vk;=8JP_&##?!5
zO3(siI21rg4asdu&Olm<QWqTew0Zvk&JIvhD0CiDUNc*I_O)uU>gkT<8r*GE*-|PC
zsmPmhs+&rW8MdM=k8Bku(wAOox76EifaJTiDpY<~TW!I#Y&!2M9jVKyNvKgO6`8e4
zyK0b_m<Hr_lSG|Tr#h6S$gI3(HytW5)bLn!hKuCi4Jj*m_flRuj#loatdWwX5)M>A
zB;fq>!ldOOjgA<k=aHt?ivbtwF&5K8aUY>_6Pau>%a=WFz_yU$LBsb;7bA&Jl-s&o
z784hG8B(?RU_7>hTteG%Nhv%Zv*B8|dC^{}S=`dG>Qf=hR4Md2t96<L*CeDNN?i(U
z=zp;#$I|Laa^S04s@Q_j7}d)9<|<f*^3b5tQk5tX)8FU@kO2c32?POx3G2gM$_{Z>
zY4r;GF(o<d?oLyQZNP%pnBrrNYD$u_a!^uG+S0tQI+KBv!|aiJ0b%goI?fUt#_-*C
za&wtB(k@y}PndKoimgdvZE}}xT~zyCi%fS>sEIcrWtt^P!#R}0W=*wStyAPg3wf#S
zJLT~qBu=m+)8Rvn%Z^x>bk~z219c8x+czB8QjiF4WLovtOs?E4&2L+(W?HJsksr@^
z$915raJIbsMbsej&h0|cRfM@v;L(*TjZl#sN^Y@Ng-cTt<9kCO)88_DxlEVkq2`uS
zxa&d35$4jfIk9}ik2=@o)#X^FNF@lYvqY&Pg@m{PT#DoI+oMHgB!J`6XEeiS1;vcy
zEyQXjV*2SnQ9hVxDN>>)HPDl!NFv<%^1c?e&SK1!96@??qfcb1OhQxY_C^++SS-a#
ziw&zPQ2pC!01^f=a^2Cn{Z-}d%-Dq;6QfkJrvs0zhfpG*X)P%sX~`?VN}5^d2KhWW
z3h>*^iDoFcYW6LR)kWy-L0wAjgK^55sSYK-E;JhnH*4)Yl^rD2O)fB5(DbGNT9Daz
zhVYHeE>GLAuZwLLFE^7pbe82nqFL=prrEKbOz+!ODy4eMtzL9RMsc?3?X^#nbyMq+
zB+O*Xq9q7<EG34bM=$Az6v%)8Holy+<-Ybj@cUnU+2n^XtjhIEn;gHkt5YISst<~t
z%V<)rNzAtfoT`CbI@&4nYxL&YVXT)TE)&VzAz4t*o2Q_<{H6OWb)>x^&n1@9rIdxZ
zODIZmO0bnB3C5yS03@7d{{Z<14$P`@-fQ>ID{0lr?8=o=n<@?TF2<UtLuw5z2#U=a
zioFh>HK#(I4=%4ytT7>JTWA^^(j15v97`Q5{=`x3US1LsmAT8yQrNK_kcQOan@rd3
zIz=8$Lmpw&sqad0O3<~bMF=Ud+v#i=3Q;>1KoM?7>59%WRzQ%FHMQ@S4WJ#qX858T
zZ^H*a?x@k{Qh7~#e#?{+BiCybIX2b1BUo&twQ<~nkwRWl;uZe@iyY}%Rxp(Up;xbj
z?-2aHimH{-${Wf(9V`h8uhJ=~y6vPj)E6#WP3q+dg#qs^r|Kwi3EgNyPI$LV!<ZAC
z6CQGN&c5=TE=XI-Q>!Z_MM_%KO3Jn*sH-FbcO#CxsPT7QpuXHHtv%Ur;z*F&GO2R?
znrd5!Qjay3UoIi%+d<T@+}4+|aV;b%LAQ#flVm12NuQ3NEI07U07{IWmeftP()#o_
z)`3iI3Q$-nP#7SLC?4RX;Dgs24&&p;FxKE;>~c0c`Vs5+>^Ss4&;DR|T;_Kxue#OK
zX<G7cNY=$pMIL?4Y{RAA4OV1Cb&64sbiqV<@4jk9g4HqV>&>{mDO^Q)>PqMda6&*E
zf_(wbdXfMb8Tnuw<FVq)Zg+s3r7&U%ou^xUF<ofLK#*ilBkC{d&k6N1K<&QUY)7ZV
z*Wf-p22*7u5I4x}-?902;YO%xQ3-4vN+U?z<o^J|2UC-bfvENaCmbp&Jg(*?9+cI3
zw_)BinjEH)A|-02Y*wLC<uL9%r{m9;37C$u?nZ}D@|#vhl^yt!M?5nPq1JkX=zciQ
zU)DI?I=T>l$PZ5V_4u9k;N8f6Sog9{bcE^OBd<bz3Hoh~xCUDQoCDuE%5mxsPs8%y
z!GL8)IL0%uB>sP{zg{*4L;z1;mfwzdJLLTL#~q7#-95VX{yXu}D9HmD$EfN4d>Apq
zLcd?b`F~zD=yU17!jDhSjR+fUxXyb20H;IS;qc(WfQt${emVX-?mnKpYIOh(ao0UN
zpW=QUKOQ@;sQG@spBz>;Cns*7!}a-kaA3zB_s;n_-}ra@c;=!{L9pE8d>*}hN5kX4
zUOFF!Guu3Cqhd05{5tx7p9TzbQb@*j`5#Z$#Bs$*BOP!De~-hj@%*?Ip*Y_=4!@sH
zoM=cO05|pT*Z7~ypy0uP`W5N=`0=PxhT8y1-#Od2QIJod*bMvKh@1^M&i<d*^ZdB@
z8wv-f^WWlq2jS_#g8@>UDP2x+xjFUsK<o!^T<|0UJu&jZABM;99CQufZI74v_xw29
z%g7t_8}#^-j-SJ@&jt)}2R%PuFYCV@P!4)vXRmO6AFkYe^2bA-zYLFo{{TOxJN8OJ
z13BxDz-NB{0G|d7U?8g}IL12Z{P)M_lg4q)#DS8dg!axl=cw!JkC$FEg9Zkq6$JuG
z0BknE-2VVxfc!DXV4MTF1tX~guWr51#Bb@xz=aY{_~>*002h4Z=R0kj_vkuz2|7u}
zzzm+m>@l9_ao4v73}Qi7Tm!lIU;=)d4*vjLafKmRJ8nn-o|<rX&Nkn!MsdF#G#__L
zN!te*ARe8PF^`!aKH^f)BXpz@f})YIJu)`$**!Drci_Q1ugjO;#{fLC2vHeNex3Sb
zuH<$(AbZ#&egp&sq#S^t2`NZYfCT%aIaUsGNXB=`8y*KGjgkUz6S8tQ->SPDo~HxQ
zW49X=B^w0gMO`tFbKO91zA{hKJOszzJQxPkVJcgMf|LQE94M9NBOrhP02Q2q4#+tQ
z$X)WD#Qy+l{KcSh`HHgW?^l;KD4xZ=a9y)Pp}~H4lM36mAy2K<=0EJkwjx4~qDqU8
zI?D~Z>K<PRoTae2@6OscE3fL!!9%21C>LakJj-^WL8BLL8U+$%!yYYmxp6|ML7>no
zQE8Ln%&xahsyRqokmatOGCMD}Y@!b(IU#Jw<nM@|55601xHbikL9EQ?t%2evoVMpR
z`K5h@+)}x9Ch=m&ff|!XiDz5aL}{?(RA_W))mn8(QY$kl@ol<`NR{MWy7rStz^f`d
zDM|R+e$-dcG~WoVajqWM3Z~+mVw;Mmv&eR*id3}A?$_6Fn#y(<YM!k<{W_bfOHGiY
z)$lIPJzSb@DNvS|!W*estx8;QzG<l5q7~!2r%Ih~BUQ{RF(@QDlG!H|{{YX9QdfBa
z&JJR7V&|w+YSr#u-4kuum1;wC*rruc9Sz8bQ;8n05}j6r)j|}QlKqOS0u@dQ-CQ~G
zW6ELH(%MGBMx%m4v7CFuI}DDXWBKQcV)1F>)5B*uxs^iaXDNIpa%ziWa<vyvhCX!i
zs^y`vK%a1PX%w23!$Ia<DgItevTCxa^x)}YJz8R#lTwduw?{GrdW*7Ht?QQR<n_-2
z&rdAvySm%2(x_}xxtxoEX-y8Lb|IK@RaCQS@+Va4@F>!~rb-KSI*Z<TYAf;Bf*gJ$
zTD^$vS7>;x2MDC?A7(h67Zwza(s7<7!@MG+g*V1%o2YMyrO`#i9D0opIZWL}IulOo
z1sqC^mfmotp-j`_+$xTdRW8zTI#*f_71L8FRJT;+E2~Fvv<Ddtx%)Me;4Y=acTQ(O
zAOedp!on4xeZ>!RWB1mOv(#rJ9kQGZcO2Y`r6eU;0V5wxfhTNd1FvJg4^9;<$7M~h
zNeR@>Ko|t&=aN9wtdF`0&ukAv$5)}U5vd>!fkz`58*PN1r+-eTI6QhrFh2gyo|s4&
zt1H_DDk*Se6Vzo%ISIkfx<Cg}0~y;Q<I~o)4Gg&9SqajFscJg3q$RWiscscxLQY9m
z1_(NMP%#+~E<AYcxclxpwoub8t!_NE5T?UuZ7We)iBL)ql_^9IUL6W2EIGWl7@KeM
z)0mT_M0PBOB~q;0npd;P^MjC{OR*`-(CK}&`3g$4DQFr=AYrQ{C0SsrDaw@?3Q!gV
z!GKHxV8Ang0!R=|z%VA;pU`Sg#~moX7(7Qyx8?I8ejoXgzF6ATXi@H~*1KukHsys+
zNvg-Et{rCZsz#>KsY!N1)e>8-)Z>^b^PYWi(;e3vvp*i+XP-Fg*RLgRo>TaH<xeeX
zyv?O1%!y}m`ts$qvrc;Vi7LNZrL^@9M?HCx8L7>*l}Mwiy8UK=-QRFif?``R>obyy
zx--T_{o+@~{{S^_7>!2f{T9)<Ecz!k?ha7i*2gs>a+axmSr)~&N|#TyV>l|b8om8m
zkp)$mrOSTKgze2LsE7u1g3V5$H@O8L#3gdz<^6KP<To&`DxH4fzF^dOS<Q<!oQZSd
zn{MibP<{oo%=^cb@bB73EiQ_!2D?dS73E4?>TMbnmfciV++pvVJ4@Og+0ePcyMM&$
zct>XGcsFHxZC<VmQkvk?l@3#ImGI6P#}`$`cwHys8e3J4t;Q+eY12qe6=GU&DP8vu
z;k+r@YTgu{_M)ZUC&F75A$0jgI89-yewD;9^fndT1+B*tlp)A<w8EA=_TOBK=HDw}
zM5yxu!>?P^YK=~%NTppRmTH!bUZ+TvCJj=bN4#jyPPQu3Y11K0jWRR}tcO^3B$O!$
zEjUuzn8<r4PM0&4E1*!ubGg89k-0favT{<am0o9wZ?kXhEV_A>a@cm)Dkj_9r@Zcp
z-#4vK548Sh@|8Z#RH+6<O6;U^s+-OZU|qD9n~<v8UR0XB&?zv9f@_i;g)&Tme7OGr
zli~J>a}o!)Cfwz9tkRhC*;UERx_C01Lc?#SD4|p9jmh?M;ylM0bxabVmfc%{Nl&i!
zFSWG&qu`u3h*a@j&eT=$I#zgvJ3Jb-E|0-gw1=s~tT_AbH&TG5wNQrMsAs%wN@?XJ
zkd9Y~@bgVl^Hl8BmRVYwQ;(q~Dsi<bDlIzD4Z6ypDYpPlV13vCnk#BL(7YX5kTma}
z#aRSpK%6TWIn#{rbi`D+6rewNgrz|RBo$!cK|b#1{^a97;VS9F{{Z3_!+$h<Epuw;
z<bOJ72HU?acf)Qaxh+qnRjJRFs+(7%RiY_zDwJBQDGx!M(GE1UxejwtrpJ{UGQYyF
zCAm}1&TP{8WzF7tMey?mxR#?)FM9Qy<;`umRa2=zqt<1cn%-{TOU*1f4x=sCDa&;w
znQy@kHtU_SQbJ1S!UV_!+gT6^KA6je6$F8DV&n)suWpBX+X6f(cy+Y=LQm#{x5qZ4
za*EI7<%r)iZ%UxDs(1Bw`xPF!Poi8EY6ZIjt3eetTTWGJ^(w3(R%UXkPD+zbiBfhG
zv5lel7v=YY>+6wzFnK*#<_|ZeP%5`A*q&eWMz?12%Gb3gTbA_>+Ko-UBP!*!IfHfB
z6>61QY8<&Kmc`vns@1JXQDIau?9QRL%GLWc{4Melb#k{%`&2m?sW%m$a9H;wM{QnS
z+*I0~8sm(XUT#$mMe%u3r+&_w#XhY8nv6*xPN&6n#-3!o8OZO+PE7J6k&3?T3RjLw
zH#KY<l9yj<r*7L^q;K}6Vx=~r5<3?>hppR&Y;`kCrm96IB|bH;PL88fL6Y*rFypo3
zU9IfL6YUQbu78eph1B*&kBIhfi*U{u#YI02YLxJ?_=?BsYFpu`;y;ONiLp;vOzWIg
zRLf~<U^7m(()K$37WE}HGfgo@rEw~TD`}o|C2lQCamN1u4wjNCvMIM2E;RB|z*<T|
zh;b_^#d%k)@3Y2b*3GSG_>1PP7Ml{EP>U;@wQDNc=1(VTw+mAxCYri6TGFfA7pwM+
z_>towyNSyoa@n6#K$%B}5}P7Smea%shHLx7o7QU={JS0b_nihUd5Tr3eA@SIUfx9N
zWiGiAmwQoYlcv;dD#VH{c9B$#0=FJIWkr^u5$P{OsI?NxtG)-m%ufsc45&3q-TTfy
zYxA=5<ihWsM%$H|Y^w^}<~piZEq2~&1k|xh_UI4WwJKcJt_m!*La0Aa{ho?U=Ul2q
zlr5I`<uBQzQsuWMDffRYDpjiWsbgFBoA$3aIi1fNq6L*|RO!fzanPbhw>hP3IYOF=
zw)+t2^Xm*&5X>rTq1r^2A~M5Vnf9cf8QU(y@IC=q+K$xlj@4H7s*0=eoHmj4A@0sm
zel7PnM;NJJ3V5|oRaBZf!BhD9bsA5@Q@u@7PgaVXU-)^-t{26tpQfdwcZYrih0`ra
zOMi`cw%D#=OJ8;t+b$NBPT5v<e$hD;+J}yz8KIJ}P^70Ir9E<XI!GM{aHN6Q9N=>H
zXA}r%g@lqx^6~}`-YGazaqEPIbq5$cSRX!S{hxQ=G;b%l8CtD!kC*c2*GDbu&D^hZ
zYQeh^5|Ii`wM(bG?Iw+IQR+7xT-9l^6)v$_rqZ8)(-CCUmnjP1o5RaI{p5`fui|pg
z@ZC)3FD5Ozp`czDMfu69ef`U*5=vSQL~_4gx9b$!dZ^N6#ckOsD?~TuK|`b3Bt#4M
z3SQDt)TMp<RlFs{IY!P-HA?3V4?kWN_*Q8uY658M9&t!hebpU9?jg*maVS#T&B{MO
z>mAW9Q@)o&iUyJP>QsQqNN~K<N-nV(fd%9?79^mkB}6$qq2{+Id0XI4>A7HX%fpoZ
zdqw75!OKgc`R65{Y~Ho1ZIR3x0GVT5wpAARs!NEA{()O&zf7h}qg#~<S}Bp(ez{Hd
z$T8+gw=?4|$+_&`4}6?WGnG8+nc=^YajNxpFKIUA$yl%4cI|;>+sTo0*fhsp_84>1
zDyE8rTczro6&1e`QQ3FM*Tr+%zied!s|KL-U$f_s(IX<ERHqpg@RUZA`z~{l3ysn(
zie0@K5sKPz4YuT`5L(;-PIw1f`%CC`CAWQ2yfX4C)aJ`Hv@=X;izTXcr&qI{OR^Y<
z+S$6BxULuFmTB%5eCDa^TtFq$CFo{n9xvK&X1$tUY5OzUo;$?&l~eRxw&NU6g;CT8
zE7^Xhw0t={Kl`$!r(CI0cz+L?g;RG8u|~@^4YN^B<E^t(j?aa0SHHWsmk*@j^s7<f
zG=b`pLr&8sh2<^EwiW|mJ5q(A4xz<5>WgJfEhsB!SIlm0b7RGo5&De}!Z$Cdv3ZDM
zT~t{-p5*;rom8@f3AI{;x(%~B+ln2yD0LR<&cms@bG2WnMvqISw;o(%!$C8b!B>E3
zoW!$yOCE9fW#`3e@}XF?NqnNHMYcK1Mx)T{bK~3-B`#b$3zpZcx`oS8W)&^VUY~bE
zquDazw^;qHa8lk>7aWjY5<b(;V_lLt^G@a^^UF>_O1Hc_-SwXj@~x^|`xe=@IjL@3
zwyo04)w^!SuH1F1)ATwuUOWm4BUR*F(U&sMiv`xJON{SN17B$mH!a@{9w>ZAU;Nav
zt9~VXO7m(}i#qSPUaiw82%XE@CHU6mW`krdEk3ODre)qPR24*#5{*TYmBeaH7J-ow
z+>dH~r|qW%;GM4EJ%Q|h5Nf}N@lMC8mcE9&i-lINjMs3NYHFzsH4@q3{4ScBp1PNb
zidvVO3t?><B(A+~rJMtWQE^(TI-VoND8d%acrDh7W)PH7w6zA;`#`#ihYN{Y9pX@>
z5<hBC)MA}ucy;HShLr4%Qs1<QHMwbpNvvG9#Zue1r$}*SC<fuUW76m`*-C~Sl>Fvc
zZ*sR$g&r;2z~6)a02Um!q;vK?Ta*(j+`8vaB_~;rRctPA^2(Q9q+V3I-5T@d&3>13
zLa1IQ++8;0qcs+zSdB!gROwX8oarzq^*Kx;3xGUnc$D!}_cS>p;q#N}xjlu>P~W%3
zIj&RN^Xd0ZzNypcHl4)|ixR|QJwBgq+$`L(jcp9kl-#<bktDYvnFtD74QqH{`(XS?
z-f?dyIa%T^jTSwy?UQiR?J9NE%ZfeO{hs}w4%WIV)TNpwCF<oyhLQVXxa??asZ}CA
z;!)*~EstNVq~jf-p?`&Ti-+)qaEinQxl_Zqm19+Hy-i%h^ho?8w4jnpZ9L=1tx{Wc
zwX|7rq86+MMJ)|NUZj4f@l7oEXmN(iMJqy*wHK13;t3}x?$Tt1B!vr2Kl!-$@0H6h
z41Aoba_-8a^4pU9&ai8BTY87h+j;~R=TI*>H&s&ibXOa*8mP;iGE(c6ryHKSteS+k
z8;eVliIPy;Z_fV!vtz{fKRiNnPng%&ie66ge%i0x6v|bfPq=y3nv==pyjw2Tg;BR>
zL88>9(qLP4+oBapr#9P7QanehtTkJH6ORVZ4VNbTFnFHj$2{q_ACBHZc!jmOd3V^i
zrCNgB#?mQts^$Gjrc|D@sMQX3(IMXN+L0>K<Hu@rHB>2Y2ij#XH=<&JjuQMXPro_0
zcygAX%nLi04#lk1X%y<GH!lj@N)u?0F>&M5RdGhPR`o&h6_#Z^Z&MnW(`HC%fZ|)@
zne07BWq4;E?N?#=F9LIdyG2y@YHC*VF1<&^o#T~-Ra`~4D^{w7RXJSJ)Z!F}8%trA
znt4HC4easc@i*vrPZ+JLO=>DwM-Fehb%x!fO&f5URU(=a8%rxmQ-vriTZ(L?s1u1V
zcYTsPxU{UB-sq@!_2mstM=m4LReLJgvubx;r%0P})2<q&wMIqVYh4whx`odk*Q>|3
z(>93#xs^zwktJ}dGihv1lYH9n+u_C!fRD4T>hUS!YnnEnDCSZv`eZ5{waWN$Yy7^a
z^Ktu*_^e#_lM}g$EXh=>dS~r7<yPU@4|5^=aa35d5m-|Jgt$Lv$JoElpAX!d=f@}I
zbF;xWGHo9bR)jdUU)tQrzo$?rw}rD?Rl&>q-L~mA&8JnJP_-w?d7(*SxkhTH!^A&R
zZ48Fp58~(Sweewca#EFUULGnuG4nRR%ZDirR1i6jOtWZ}xFObHwHhn8O=5e|AEHrA
z)s|66Tv@VTLnv}E4@_Sx+J4UaQSC==_!UE3UW<fwPqSUDXNyx-26#)gi{Xpxy-gFV
z;jKAETK@p|lDL-=uA{715bmj(qGplWBtB|tjXeB4?#|J0s^qy(ROb?@pj#+uvb8ev
z%BpPlb!%~G3^3bGrRJ4N9C6jDZM>$^5|?|<@Y~>D!j-*q@}|=9mEtbQwYl3?rp1|2
zs8qQ{L7Mey(SuN~(5_knT(+fDY<j&;oSLPvOt_kz2BkTg%l6Gxh)AwPi2PYcFn-ML
zSYB|iYfqcLDK2`umUO#(OsQC0wx3R`duuQvuH;ohi6V-Jt3@=>B(h0}WXyU?^wynP
z6nl7t@I%Uv5MCi_ch@*PN%D5n<<uTjL$N7Jrt?0@m2@?6y?RNmy;=)$r#6<;P>~Lh
z<TWHaB~zJMb)do!9pwYT-`MBN+d3s0@bThXuG1qbE7K!$9?zQUrUw<}rX{^f<;2Gt
zU?a(4s3KFTQ-~olP+ipDrtt0rt{cYP;z&F_^TivUHN+RfXlc0JQ_Qm4EjYd-!`r46
zDO+sOv)sQ(Lrqd99a_|YjHl|5?++BAFQIhnL8NE#Zmy689~oUUrG47c3xqh^fULWe
zwv-}FFK3!RW8WnywrvWd$uAI`)UK_V7TY%!QmYz;F5r_9Ap!f24JPWOQlo_XON$P`
zfL7Ypw4t@72vC~*xA58FGWF+ghwfi<Tfq-F{4lGY(<V;ktiEP*4(f|$-PHN^<oSHQ
zVzk7mE!JB_*>kyV(`PY7t<hxDX|>3!*2D876h}UC{heHc<;*@$^S!SS)J|%0{`9+S
z3db#ZM@hG8a5=lpi&o^m1*s}svhpKUsL)-5BA;4=E=%zhA_VwOLaNg#%8<b~7vl!%
z@Jr#l#iuPfSK}7{0IXeAs+2l=R9<jgwopYX$BS*+G#IvHcT1GJyAo>e$EVTh4pwNE
zxJsqO6&EAJEJ!W+S8n~S@RzvFFJZV39Ii?22MO)PEl(KW+&i=!M~d)zzR&QgMJl6$
zF~X?Us@3r7iuTo5T3J2n5kW|$*B22_tHQfERJvz4g-ty(Zc=^*sj6zDO4~I|KU#`&
z-mUfbXbutsNpr;DIm#5!QN@1vyK|Jhhvg?Bxgq|``4e~Zlae)>mEGb3EfUXl%T=iL
z`^L9dq;i6;^-44wscu^q?LwPk*KZ25Ox<%Grp8pNla)40jlv%j^$!ZXyXBWAZglu*
zt;FVcH|*EBlUt&4`<e9!G;4Av_I8U|ty1YU%7rGY5j2V%i=LYrfYKv5HTPqox}@5I
z9Cc#sIrB*HGiB2zUHr%J*JoVyu5aCox337Z?|IgZ!%=>xQB?SMP3Lyg>9gX0()Fj(
z6<un-QmaFqEstw`xb7Fx1@GS)J`?HnC^ZTvfLkh6a?+wdXV7c6hdD2Mx%ySO!s)EJ
zNPr_oqeAvK#S)yS-AWu((H1+7Jn?NSJzujf#c<BeaHlv>;{0oj@#odVIFB3RRZsDr
z5m55@<$XnELaAt;s7R!yZmo3;(7ez!4KmUZ-{wT(4$$#RnzvhhbkuaT4VI~>nFyw?
zZ3?7qutMK0D7sdKp=)HH!+@ZaHkN=$r3f^cGpXsRH5yrjw%U0z40lUuOUX*xO4L%6
zAmM3AN|p|zr_=)X83`&+_=fl+NeA&edgSfgcjCaQpKW(EZkQE|JCr^cIUCBlO%k&r
z+d@+9@mgVVpOoUvuV;;1qDPS+IuiSgR1EgK#@cbzxSTdv9%FMV>gLb0KXY5$w53Rn
zjpkW=v$d?*a$F#ixwQ%$7!?Yes#<|BRb<Uk#-%AoR(++HOOi5sunEmNj-V2CCw(U8
z9AmAesFlp<3P?7I=g;YVVmP|M&glep0}3BL{{S8SoCI<*M*EGsbjk07+qMA%u*VBI
zG{v?;Hd2xTf^_J}BPXr^DegKCQQSA|<&l!w&t38dPQL?>pL4P8J|UU<k1xN=o)HU-
zpmGLsN!Sv1?~jh#4ENt|IwmWGow|SkJvw}j<EHrErg&311mydmB_N-8j^3M$=dj%8
zIPb?X6<eQ74B(u0_>W$P=6i5qCzNVF7VEA0eI%s~s3ZfOhW@9y$G~>Z*vB0b)_3cJ
zkPZnM&U%CK7##+~BZDtz)IKNk>DM1q*KYp+4#FwZrw2LJfKqdu?g2gebR($7M+O3@
z_0w{EqTBP=rSM!@0|X2VVE6ocXSw<fyK*gneqZbL+paPIKVA&h-kz!IF_Jp<!P_34
zcHDe83{jJe1A=k5^y$9m)2CmT1`OBI(gf|O{EW_=rvOv{>G*H)-}!oeJOX?J(-}D%
zeMu+gr4V*IgSa^y8ZEq)WMc<x51!crw|?3DcnsuiSOc#3#y%&1UH8Vve%U-2b_xg>
z=tc=04o)-NZR^{%IK;QB1PuH%<eYp5P&fGCbl_-?ykLbLk5Dj94lqGGXB|?Vy$;+6
zZGesOfKEok-5cyW@4gSO(}M;Jme~LuI0SpU_S?4j8~i%)qe~%SB;h20dJK(eS6q)z
ziS3>DF?qEpfC#`n@tyOzJ$ns+?~~gA8+rIs;>nKk8j%`YciC`&pxcbRmk_cPm8C%{
z0YxfGl5j$XGB|sG;y3=Z{{Y-D$1H`ONLSF{-A*heXmLu;qEr-5ma<cyd&)bw!C#sJ
z)KZcb3Q(;`TB@5GhbECdRR*ThDuSIpZ6c`UMi{3~n+3>noTr*_r?B%5Nr3#8;ydln
zDe3M(VU#7MI1gKz<A+$K(qqb!DpwsQsaB6F;D*AZM61x`h%%|9Dfp2mdsRAVtTYuS
zBQ7cws4QsH4G7>(E}LuB==FAgWmRaER&A;EniW!^Rzt8WlPI%byHkdy)l7)XO*=<w
zvFxFlFR4|AVM0pOw-l9izzGm+VgUpbDV(4QgSGTLw&hCgc@RvHbb=t0X-pY0V*~<i
zC05lA6~i_?AyqL3wN#THolB1F6{<3(JnxdyWy}(rL_{giEd|pZ^@8fw>QaCe!8Jag
zI((mFj<#8G4k;=#r@^GgY2p;1+p=ns;6!0-agc-NJ*=$>Z90~erC(`9GL+j7*Wys4
zvmr0Gxn{7YjFlx|NJ~_BRTuo!rKB*q31to>DFaynM~?OCESplT0h)+~RzvWpcMNr*
zQ-5dG>2;V<YSBvE0-aNBw`0CzOG|#oE<4DO&~>NU3JJ8w&!E_wY2_yin*Q~Uk}L=!
zZvw`5GXp?%I;NK`O2QhrphJC@7f7g2rA?>AsYt6*UtBpzW(7q}NK8~qrb_mvW<;AA
zw-{S%^V~j5VK~E#MW3y47@r*vhSL(Fsd3tQq^K+jF2k7x#0N%7iX}2sHK_}11Rgi3
zOs&?@5@fiNUXM$r#H6(;n6D)$feF1Zo0BXc`Hn_{Sc=P!62D_+Gh4FC06%K-kh^N9
zK&#Yh)tJ-iuthzY&bae-?Ov5uZRn2El`2b^jO8KPgh$gEh{#Xv0z8LAL^`6|5(cRS
zI#^i2>GRtN4X6D%uNIIb4<c*`fHXKPxf-LQri9W~%TZi`OmX%ad2-u_Q*s+gt43y4
zxBa3VYKkQLBgmC3I~h?)dDW@aHl?ITi%p``>-3qj=SYH|*%PT#AR-bAcO+WHDpRbM
zYBLor4aaRU<mzG+n9o#UKFD8|w^W6tJf%-zAF>f!an+>>r#xyNTkbYeFhxFGIgS*!
z<_#@LXG$0M(hvYpT@KO`#k}nnQ)!J-p(3d=i5^6$(P;I@XVjq1jD{x2l;l-BicLC6
zZRehSaV5pp^X(-iN;!}T8i6t<!($^fNIHRi@T7<WOcMZ@AjBw%v7EDWa7@8E1-6|_
zH3nWyaxD?Yo0<ga3_B?yO~y-+P=>=#WXh5QLGLXBI#gXgVF+biuXVVKny}0C<Wc8D
zl*CGe2<|XgYNZl8QL2tGnCMJ!%hd)RlE`Ht2}GQ0bt*~VzTAgRmo2kUtWzoILyZPw
zPLENRCcow&B@ZS5Kw>r?P<i(y#~xEo2K71+4)=Ji$GU6LE+<U7<vyn>lTvhsl(!{P
zofPFLr6~zfKFkyq?<r&#N>)KDHXzQaB4Rf-6C-V-aeY%TDhEhO1ob5lNw6YDlQFa#
zC_I@GtYYk#Zvjr18R|rsZO?j|;w37g&3!Z0g+BrvVb<8AIEB7rKI9l|sR3bZo(gT5
z;xqEz(J-mXZB?01#Egm31wN$$RW71})AAT$rdJkZhs^gih_5B3DJx0~YcaAKtu31L
znne=euQ~mjty9+;olAOrD9u#q@56p{=b2N=h|M(;8=8zocsTPdHm4b7)w<dVZoI<X
zX~OGHqs(FE)E3jJ!jcxl$oDW4rARF(CrQXD0V&}O*z)ENLL?nT81xnzVFG~6lfBF+
z9Y6=lVtmfK;YnMLyLPWG1R3r>5ExTq$x46^u=@;DsqQ|~RJM!J(C|x*tu6#Smr{}f
zfeIH_Ch(UX+I-m0)TuO?NeHT@Lh5z&Qy8dK<y75eEKPu9HwlHd<5TCUQ@w$t1<X>F
z9VL%Rqdjd-Ze=c+N~)o%WcnPK4m#u27L4kIDw{Kk<kS?)>(tDoG@(yznDn<0+YS42
zRQgs0UUe<iNPy~DlkS8`Wi0zsC9*KM&$!B@Mq7ymw+jw4=OJ!1vbM{OsJECqNFdx_
zO<;5;(`dn%#lg%iFh;|EMqu(LMZm(Qi&=t~Wd7YlGvK)yxUVK#N`9oDDhY=a)1Ml=
zlvCuQD#L%eL$H|glvU-Sz6;_ew;GRAlNOgDbee#V25nWiGgTA_QW=&QOpW6qOO+lp
zr+mTYl{S<lG|HZBVrjH0JyL^QsMG4RjZWR9HCL!Zl~0PyDGj?@qtU|@`H85!{D)dK
zV<pn`7C}Tcr72TxCBRomt|E@a<gpb`$*91pQf969wZv2!gAq{4W+G!Y<8q=%WpYfH
zCOpfEF-NktBR*vwcayB?=d9>@-<AyBG$K>Xf)5}j+UewVG>-x)w_mLxb7D+~QKvH<
z$K6Y9RFJVO&;6RDA%&tvDaBJ9b)-s?{wAU2p@bkQeCjtei83kDATC4)Y1Cv=%(D7d
zGFU?9sK}7=8e}EqF*n$W2`+g}wz9Rj-~h6ZK&@A`B99Qu9%30oW%#W)^X{#t8;>1_
zo^9DOl<bDkhGVwl#ZGEUPrg!rX;f*^KWjB`H$yaoO{=u?6DhHzR@YIRO{l=7ze|1S
z%cyyj%B+?qxYSvYQWDRY{{XZG+Q2rG0GR1=o0-xrdFx<o6RoolCsIg&0Tv{Xq78+N
zfB_;;81$6Fg-)-gqXK<B>XS6tiBu_XA`_*rG_d<KAdvC)HL1Y#R-95@!ehFk78Dk_
zSY_!mpwZhgZSz*BPo~35dLBz}t@b0h{<7)zgwy<(u7;F`97}0llISZb?{1XqEXGpS
zBb7AQlG;-qJC8CD*l}oJHruiimx>IRTXFRzOUlSro;HHzFvx9HV?8wRl_`I-lF^jm
zOL~(XwaL`eI>FFfQe8tqAwjnaH51SY>TU5lU;|4`9b;I7BtbqzbMhEj+q88mbt0oy
zr`6-oWyyye)+5Of9Dv)4Et%+jao%mf!z@c&Wac=Os7`rqAxL!~n&Pj|t4T<gCD|#4
z+G2&SN~DPfDiH}Y9C;)+CR6d_w1=f60{R$A)~60!QJu`RTCLTsdV8vu2Cj=<u=JOm
zY0{*-M@>>24S^Z2E$B|wW<+)LEeKc+w5F0mLQtu6kTTw*l9HtYJ@T{ya+PNUsNjVt
z>KNHMP&BrY`FZ|#@;C&TR_8;{-8PNBGDU&0!ObPsg-QsMDJ(}XwdOitwN^?}TtUP1
z_tuuBv=)%-%sQflVM<C=qMd3!VmQb4%Dowu;j}5UO&|y{n}<y<(%KaHkHLtPpCTN&
zEITeD0B^`;<ReA`0#5l~5`0R#7e}<v+N4pUNUzo7R3yfeGF>i&;%B=Rnp+J_s-+cK
zQCg)(lk9CkGN(rp<g(HnlEYCVQ_@|1=iG7kR_dLQ?1Brfslufdyt3nqD_JXXWC9hj
z2L&Lh&|3chmHzh7b2vdWv_}4s<$G(P&_TeskExfKc?1t7#3@J*Erl#3rFu(<aW6Jj
zl_?sVQhdI?={kzrm<o1HX%_>CWPfR)H&t<P<~1%d=eW{atRa`$lPI{`6N~ZO4!WoH
z1&3Vo65!#u3euJ24|D}A00}8jP*ByU-XlwT#;{3B$qFTWIu{wH$*^sS>ZQn`PN&F=
zNP`vU+*4JWEQV)GnQ%iA8$<6iCc4b_*5fOY6_>;8AfPBljt|y3&n+a_9)s5oG6;jZ
zLDND2o0ypb!e?S)$jWtIMJ{tP<33_YWICT|ZYvWUj@zuc5yx6$S#g!U9xR7MViv(=
z(A&+p)P~aYYRjfQHf=Ty%SC<AiLR=TDwO3lxNgLgN~6+IE}(@+mnE0ms=VWmzVT)%
zks!X5Go?Dz+4+gWmJ~@Ofu$-LKm=t<4X6BGSP4;3SD1{9q-AYqUCW?LL-Hz8oq+}A
zJk7rHmhCp8xyejv-qKe0v&U@#5v01cGU${dv*w{*Lq)V4wvm2YSPw~^1?Jds&F>9D
zbg+<0Ne8HlX(yGWwwYRyNvTJvvJ&jLOY@+i#VjH$mKyToNlQv94lXl@X~M#_C1s)>
z$^jf5rj-t>7TAYMTr^fHNvO9erO)zNONLx{uozQvA9>jGWhpWg8(BxR2cxaHX+pA7
zm1;8Sap^PBIwbg&WIXI=V0&%>hESPpA8UsYsc3y=l{njPu;Zvw*?CdITyVY}MapE>
zst`+RnHgH5y5MncGbOS-nQR0Ur`lO}L(M7OX!8L5+JGn|MUO&x$4*|B<}d@A6guiH
zW1)~H_wyFCf@+$bMjNe0_Q#v{Il+1uS{AfE+EEcsG@_EH9ZO6EM_FE$z)zH0C0IH~
z?CX-dbk0L=QlmKCda)I0X@M3pJ(_H`Ajv`!>JlZq+<JUQSt;^lNY&=)XyhF&RGGHb
z%_gGCQB{t_cPTTTn&?!jqqTZ+mj$Sxc|KZb{{Xfnyrl%KZ#Nhr=FpPT(ixHEsl*om
zDpD4$3eYvFwVb+yB^gmt74HxNR*g72kXknzfnlH?ngMT~0eP881}B-ZwakuF7VztA
zC>W?tMJA;Qn3|wUcAlxy(%b5Bw_>>J<6=S&klNH-bs)Uj^rcD&I)bt_>YNtobeRxZ
zVT$xR#FzE39@f=0rsBH*kaE)96GXQQsZyNsn`8#i+7+y_kz8g4Cgi8O?A5NROl}+&
z0vKFWKDxCsp(azMasr}0TBf14++nE;aB7adDRerIlnO()6sZu~l-ef#&#BZKV6^j!
zd75QDZEB#f;Vm-3Vhk7DZB8x4y0tdjNOWZ_0Bku6d^ER9L{6HL0AyV0A|moEF9K}@
z+yQa0lA)xw^##j*^L55*bmwaF8j%(}w~-<FaN3PNY#B;%ke4+^ml;nX3zE~mcaZ2R
z4j?BWAyqn)Q5uUfQIPX!ZZu^O`jDaLIIW}12uN%#(o)jfZ*{2w2m^pBtxr`ox+>o)
zr^lNjqQe2G`C@FQ+K&6B)iLMkTP-%*jO$BFQX5_Zn?c~_-*T2Iw>*lPAiP?my4^7@
zIM=uS*p%~VhaxLZIqeH>GiFn=jCPzuN(?Q}DFivfOvT^=HNEUbt*NvS39z=fSb%2w
zPN2ZnVssOG^$;<&%O!(aegktv+HD$4npHAeY6ULRA<L8O&o)%)A#wwS=J24>Jkn8>
zIJGFsw<<$6b+t~A!_kzP^}32z>{6n|brM>nvlS?D<{FPCSxjf0dQ4)psxqO+Q=VLQ
z+714_$U3!T5Tqz6YH)0JNGsI0Fs+mlpT3=HDGFCtrq4wZ*`dg!PNyQ59(2Ow#)_3t
zl~s9%pOVO2c2<brv!c?{hFn~d+l)ISQX7z#*jrzjh$16VJ#^*E(3kLOZEis@0Fkdb
zBK+n7!0Sm))IV)dqf2S26`DGjZP{{Mj}ZRPeTu}A=uCMHD45V3OG|awPPU{arX5gO
zjOhdlo3!Zx=x+vr5+fuawh4_oGtlRP9xpAWEr%A`7N*O9C@7!;LV?pIDVaz~mh2{`
zB@yMyj~%(PksVI7w*x5(L&fDG3QCgN<0?i2YIn+g)e-k)85Y&WSfRH++y4M&NnAzA
zLt-zSq@fueQdII0p+!N!T-<;arNpa%=s%g|7Q99D0B>?k6LL9;7B<-5bES>rVQd)O
z5a7`3ZpEg_cgRaH3$7+ha{Py;(jq-jiiu32nDPrUrOStuCriw<ooPXFN#G=xnyImG
zz^Al@RFe_-b3z+!rzJ`D$xDcWthU3>80uw~N*ArwB_YD6)>3;?XVTGZ-4SH91kaGn
zGfQ#!Q5=yRqN5S%OJ-}M&oY-CwZ>v99KxeJE#<ZgXi+MnRa>N2DOFdZe$Z->G8E?`
zA@<{??`ClhX-uCgdkvJjmV<H}W%TO_^CQ2yI7?dRs1Z6}a}l+`xSeoZ$bo18oANSj
zJxH5_y|6xYLH__E1r9`aBd(J4^0wAP&Z1ni4Y^IafRgeS!Gzk0ZAZ%urGUa#($=9D
zD5=1DEf##_Phy(}3$RoW*)2t_#EDuk(DK8+LZXQ%L(H~S7A&DG1SM}iw~6Azs@&Cg
zlL?3C)TOwoE;i8*DcKK5NhwRtI)J4(rvOG?E-lg;Y$<CAAm>Y$K3u8wIWp=KWIG|*
zbE*<ulO|)@hF*3{&jrYJ)hkMgdP3BorGlZ1FQuj=&By>pTM#d#3;>H<6BhsiFTUgr
zdJs(ELve~cSuy_rVl7CCBA-inO_?oATT+~1f3zEIz=oBkG_<`Pzc~!KCOK|XK@lZ3
zleJ>C3PpMyPMaMfEOw~PA&GGrh^N<2ro)Rl>1d4ef!5{BW=qbxTuS6?Q|oRzl&H*x
zx+ySdZ_${GE!SM1K&8~`47^xzP$tVut~ms$uPvuMlqIDtE;OeZ*W@@gwy=86sZ%7`
zv{((QJ5@?mUZW;helv)jJ{?(z35<yH6BSVx4wR~6zG7aI+?BmoO5(+JkvY~)CQKO?
z9LzvAnG^S50B0csXt@#-7qk#TAav5^ZWePDS<E?eNNH}dP^rucl!YZhGj$?Fl)C9r
zQV9}TTb^Q2l!c%aB`&m8-l0v876rdOnaYs;RwT(!MO1Rn?9|0|QIeAS-gLg(-dS2*
zP-R6SE;iXi?YOe%tI{5$K)2m#pJS#}DwPJbt<*T{(_+)3yd6s1TPI62))LF;jMS1;
zSzF3!rdwzN-+j*|mt>ZjLJ)=nig@`gJ^S#KHazEo3Z2wZt4VP|LtYAk4!t$z0J!O|
z=nUYvk5d3xgP<}55PpVC8N&R|p<CBnDX<$8>D2mtCRlCchhx+x{>ou>5T;}}+lhwl
zO>!ASVNMYcAxy2sd12H$#ASHbk0~!afB*ovq@`MtprU_xw$2>#%2Sl3WZ}gNs!^uU
z)lPD3c9zv*o+>o82ZQWOjwQVWxY8p!zcDRIi8dhC_6xDy_qDdB%7)^m(CIZBVYVjK
z8>h^p(dt!s2xW;5vs8808ms=wj?jk%{{Y$QXs{CN$kiq*%$Xzo=L%<Y9V{=chPMLo
zppKY97Rzv;AjGEGKqSuO*y$wBk%C%PHeFgnu$XB9)IffEnMq+jbV__9HbTPQS_mz}
zL(^p`G8CrJ7V(Ty%JdHuR+_e$xE8l|te76i>mh722~m?FiLx9+sB;sXSCtkzV>INZ
z;mdUo1V&o8`%=54%DJo6+G|LO`*Af?H4UV#VHEnSGNBkKOlKQhWHk;}l{Oq+r8Jbi
z?JYRsT}|r^tM|_>N?XNZD^BZ{TmeXAKPWa^E+@@il0&P>T2|6B5yA)p-8PF@X)`b{
zGaX|JCPbXNTdA26Men3*tY~m?UXe^yVyPyOls8ON>5Hefx0NAihU4q@R$cQG?GC84
zmcrhVga?btOKD4t<QVdn(Oa&ploo;`FdI*lP})>{$vRt)84sbAINDnhTvw5$#RV+7
zvaqDS>v~y2(~W*hUT#1ng1HZ^3w2>COJ&oQH>9jKrWB!r$drd)rpc+7p*+(ST6HPZ
zI^>38H8NZ&ud?f|w8~kMT51fk;Y;A9O&17~i3Lgsk~h@Y#jJW*Yi>d{j4Xf!$rg=C
zzdy0d91F4~GPE=VSYgyNCFa9|B2?nr(B!9ds!W9`()k7d05u?$7640X302qam0PeS
z8Sf+Zv|E~?K|p};ke7uujdd3rLKsU>(3z8AA&)KM>b%#Irc#wN$4c9<sZy%&=;%|?
zs*$0|rCbIoJ)P)Ox`B@5s#;|}+Uazu^=MNaRE7DEG`P&bZYn~Zal|ybgo(3e&2~~3
zDtx&z=gm_{j)lm1=N)<0nPHavw5@U-2}2Db)V5TVM`5hAOAe==yoUVaS+N|!Aq1Ev
zK(UKl5DvHMI_t`QI*{9mWoSp3+TFt~kODVJK7RP~28HE?7Tih0Zm9vJG<(G*(%@3o
zy~b9MR2H<AjgqCd0uqG{1f?p<h|{DYDFqw*$PK8bG$z#3(_|E>%}T+>pp`b4RI*)6
zNX?dlinOVI<I)mq0o2Ju?KYn(GiyO@wP^|}P$g?x#*pLd!hFD#q$MG=BnHE1MLPKW
zBf9?p>D&JRzBjK}8{*{`{$-*5zyAPcsW|LWwp@56N!cx=6)#92j0Ag$^#Mv92K#OI
zLI=8qA;m2uscP4x0-!O3r#iKNh$%o|l0Z8P43q$<Kv%z%kk(3p1Kj{0qI=^9uTlx$
zjl_4<l6;~N2+GJQ8OPlO{p@F;3Rd~)$2pDc1M=2ENpZ9zB<Vs(D#ivjKsY0&v)ggg
zj=n;5Cu9?WkGcUE?vaG&uIFM#{kRYs3CLO$r4f)Yq=D*s<l}#UJ#q#(?vxcI1f(Om
z(g@o<GNN(o*XNvI7(!$3s2`ZXBO4(}At=r@ZWD}jDI1k^?32`<r#x(y5}X93D%4K-
zAL8E{LbYRH0QW~gK|Bo%>Nz>bWQ=4V`=w(CrcbY^-+?J$U}#1a(Ek97JB>KPb~z_I
z@3t}A!V?~*(YUss9W{v~0EBg&iW7m4fZP$Cj-$|#l1_NsMgyWsj>lFANe4RtjGUhN
z9Wjg%!NX7%qDz@<W8De?N+;7sK^tf9=^Z-fgC=1&fC37Yoyx#IgJk5S=Y5n8{SJ6O
z{`|0ni%*z80~QwBZ4URseGt~H1h%A%4CetoyODvAM#P_)+m4O@0A=aoTi0FdY}qjx
zfi6rbH#x5*ip@cU1;?OMKVeX-kD9eW<+zKeHB6)-X;Gb5fP$9_y^3p#B;i3IVG1bH
zI^zTdYyjWg)&UsD4(~1eCG(%eJw`nzmHdgm`Nt(FngdqXFY8xSNTI0y)hsSVT5OnX
zt;S=82G;9N$Wj_*w7Bbywxl)&@zm{sDg{7gQnY|IJmXL_5dg-xVrlT9RUe3&b-{10
z1jnMX&42dQJ|(i2Wfrtem2k?G%|09!Jnd7Z&yvd&@Q0H%QP&;hx85~6oi0SiX;&4!
zT1-h*cv7a)E40Z}cOIimTp4SFUT#n9O57*jY`IOS(JD0>ZC*Otew!{*90b~1zhn=O
zE@i}SG%p1l>S~CJH2_Pe-&6<|*pX9(1|gcL@N4s_4hZR~w&SrFb~+zz0kW{-(5Fik
z&W`~;Cj2UL{dK-^cxL98FFAQmFzKtRPUY=ZZKF;0xk5B{rq$!cnLumIlBD@<zcove
z`>g2>E%a(&aU~#yqGL%DF);v=FKE9h-x3ziY^4s7pHl#3F>+vu<(33#t|4q{V&u1_
ztx8JtskF8=CBU!<R;^%=QbLlT6_JCG4tVz)_Huo%KV}ysyfyNwz_=(;{5x|R-LdFY
zPGXC1k@e}6+nVd8L24CJ;WrmA={IFk;Cj6wl~rAzUvV`RJt@S=Lj@tU`4XerY&y~u
zh_RBA5<*hbC@M;h+E6f7k&twyBp_}ukOvNxD#C4+(78#B!d*xq8e=Weoj3=}CoJR~
zjb)I2@^u_=^)Ma)84za1C!VPw>1$h-AVpDWN+|Jd<B}s?WL`Cldx)(4yuW6>HZgjc
z&702Xe@e<A(K$WL*wU6z29zaNCADwF3U?$nS1Bn3A2CgW38Vi2wO8$p<#&x=57#$_
z?pN|o>lBNIziif1fAbOART`y5e%P!>tTOEi*P>0hyvY-cb5C-0M!il`Fr~^z?1>9n
zOLXT&v5`2T48lNVwIwTe%No_4ldaV0Q3~8)1t5%X--q_o<U<qOZAzpxw5<&<Q|XZ0
zcC{r+3QL}7Q;TsSMGYjp<GM&`rJcBQR0#wqgCK({HV{GD1dq};mbt`TP|9I5A`lFb
z0%q##U`M8yswteexuvB7EH(mEJ<tG1BRC#wfFy!;$Xb9McECI*UF7BJhZMOGS!o(d
zh8@(U4xqMyoS=i0txD3Qf>5QAjxWNS$ch6<ZER8e;=+PmoLF~CoKWb?D)Sm-oG3Qq
zpgf=uw6`6^oCB_ME|l_AmMIk!zVJG9r_6CqEAF@hjJl^i^Y=f+(2<;*UxqnzNdOIC
z-eTjY+~Sa}NKgQYn}IR)zdu;l6g?M|S6hiFQ!&_SOX`xh9Z>D4gd~x;I3OcCgoSXg
zrt&(flG5iT?FC6uOKp(1Qa$Acfyq(88>A4N;YtZSS#6Qw!uGVQ*8`l%=MCe{#8fHt
zr!AUQ%H2K{D$9=4%9E8kU9Sm+$(0V@Y)Pjx3X+Klg-%*r^4xjn<b|YpkH|h}-gj*h
z6kcLPw)rU@qTKtE%A`@7i+9&vflMNn;xCrKsMFhGvg@uc4Iwm$tEPoVoVuBirsKpK
zIc7XrvXscsC<0_@r_^G?pH6(Gz!FdupSxCtDNq0yRNe;Lo<`xm#y_&dz(<K*PgOaQ
z&u`is#O8HA^sUgPa+XIh<l8jr9SWS)J?cGPWg63$Lc8h;tNT;#`)rEO>}3f4$kZ=B
zG^bqjPYdj_`#K;+rNc*q&PB;)jZJcs1$ApaEpAd^yE07TnRBa7Pn%Jai4xx|&#1_k
zK07KzRwTC-mRWDZw=FqgQ=(70DiUtGl;{!bs)1*+BSwo;g-(RW@7i5vET<+^9TKFj
zGu3IxW%V}=vE{!10G{K|!;txpR#0pEeS4-dkfzHb=C654N`~V~s*3ZqZX8pp)S;a1
zgo@^g$4+qal9d@sNH*KU3IKw409yCg7KL*x42oq6PzjYJiBy2E5Gf=<)DmGr!XV?&
zSC9Vyv$O1iu=x$ly0zC~a<7qhr8>*6)GT_9mwZpL?s*qoJ_MO|+(;I*D&vu^p(eQ8
zCZ43dY*vi6bu`-n#5T746i=hiQ_2d1FsNjb7;un1NWdCE>Y%NL$2rKmc>WyIS$)@~
zJf|LTDNf3LryOxeAZlEPi>p}4Av+gTvUH#+L?nQz_+o<0eJmlOl5(XK$x4aA(zWH1
zoB&Rgwp3HLtemTf+M-$k1!Y8#Ng%+`b@ks)QHqZ72Ha3NQh)&fB!Rf{+?|E-NX<}c
zYX{1w&M7L!wMBIZRtf8<0unX=4M37f8w7<VI>oJ2U1mE_-czqQ+ifz2)TdPAge56T
zQVNQcNC`+zR7k+i0k<gL9%Dv`7;&U6&uMu{Tc~}^rE1G<wi42@zDAOSr%@+xN#J~*
zMntzEzZN-yi-uxX8gnWHzeizb3y2itaKjVUr0AaGQUlQtr9mle!!-$cV1p8pNYY{m
ziIaGZ^qm2`VS=S9yZ|kEnXu3SdFRlaRb=Ze%2H8JWyYO+po#KysZ9lf6e6;uwz9UG
zQbxBMDnsuQprx{gmZ26`EGw7Q;cVGdG(%N#?zrf-wHY%VF`_wDxGGVpH1PZCWoeHb
z%a+fY^N2`gvRu+ia3}oENJs>sO+s@A%uz&$WRS8FN1CS+R&YM%q6SKWcgbn_68rbP
zO%>+(Q_SvETy{NnYtX8<GNZRnxMfl+4W@-&wk1;O)c*k45~-3|QJD|+t##)n!fteF
z?MHcR#$jndgw53<HY8XBC*!5$UNItF%#|!<DM3ze6c|z19c?;k9bjK~DZk{rTuY_L
zbDX{`DHJ(1IL#vEwYh7`^KvkxrO49TjZM9-yM~1#GtlNoLX6Z|z)Nde3t%v^7P+r~
z$yw!`$d4w4;{Ni1P{}dhta5&ZSBs6vZbK07sw>OY?u9zshQRlf8CF6BaG&<<_`~qy
z7K3hG@1va6df|gZwSB*naxPK(a<ep1?WXUmy3MaxRO@nsGN=Su^~thp7blRHrqiwa
ziS}M(Kh_7^gX71U^lF)BlH8%Ns#J>HyLPbcX2RwHOiA>X*?O}wkY@87HCLoX*6VR<
zMk{Po14?o#R1|~7GR;_7PIQy0AcB|x8xokXi5kY&zKUO=Eg@wJ3HL@|a}re=1xW=&
z-%lZmNBd5`$*y#Loe*q$n(5{RgUqg3Uo~~vcCB{TVs*V;fi{s$a;msj6{k{5rG?ax
z+}e^S(rWd%iE%DOp8GNv8FMOPB{>o?f|d3mBozbk87Cf|zPlbT`^GmkyiWMitx{%q
zg08!CQtgN8583vVS_~=`w{Dt(T11zi(<w2d8FQXtmK%DdRC=XQ^3qvEhU2KTV4IwX
zO*AdE(foxVjD$yV0T>w}X;XOz9;9G(9mS^U-AVvl5<TJ##rK`>5_L0e@j=>_R^jgK
znec*RmG{@q!UWm`8DiIUxW&^E%}=<78Ojg8fE{&7Nf{+0$pioZ^G5hMJw?3o6jEb4
z+Q;4sX-POZAnpfT=OAyLhpgtE$~82oaYQFSyTxhg0BjW^Vnl<a=otR$sI93g3J7ru
z2P6<l+~s1)SP-4YeZjHswoZ?GY>WVrw%Eo4(#p3_Jr9%}c?0S4XMCQY?j0@j`?SMV
zQ5Kl9oh-Pdp@gG46aZ4>GLw~Q+uhVQJ$Bq26w0YiNRZ1dvnBW6bqp}eC|l1u>#7a5
z%PoLb<Bm9>ls15+DN53Wl_&!|{{Yz=&Qj;PBDhwma9PKfvQVbxI;9Mfue{PTfI5xI
z$m6w%%hlLi!m;^-9+KToRf~7qH;ig*#5~+8gsW<?3bxD%f-B6vB1?J_Sb1zd)4`V%
zP_!>k4epj^6X`p^)^yi>?aL1ir^6(Pjm4zF-`3aZHp0fk`yD>ezHVAH`E<Vre8f~o
zWXY=1p1)IRSgH0o)adbq)@l62t=sh$UwsZKrj#Nf_u?ti5~%uAp*PpqW%ifQ>9QKB
zct^Qwbn+I|n6w+4mUns{ZK8vLO`%>jIdW2^=~7UbYfFJSY%56v)(<Z~<p+3El@5m!
zo>oUPxjAyxsx*ogB15KMR=ld^ZRaA>AkwN7>D23%Q?(f^x`>h2X(7dwsR&!;rxqp5
z{{XfNz-=wLBB9Ltnk@LMC~}gnRr4vy#DJ0%hZwdUrl~3l$Un3JI6DK3(9Kd5r1vss
zF##%6Xf;WWSN$!e-O?1Hefa{wD6AwBBTU0xER$_<`Oxzh!)GwOKiqJvtMii==OvW5
z%|nSrzd3nR<@D)?+1qM;LNrQ*Hd~s)>MuVeON#7<^f-(yDZ&!Zu8RJ$+QL#>QAx@)
zs3|8-4iFTg2*<tCzBu+#_PKqeT$1s3;jTv}c`?i0VBAqvecKg^r#0@|Av9Z7+ca06
zn9V+iGE=iE%v?3c6&5HGA<@FAPfKLD`H-d)=5njc7nJ`1w;_g-+~!!C(maIc`_p=#
zz)N0P49X9%azepIz>$$<q^zI?Af-dXQx~*tXeMS4EL43+4jilR5@6;R25k~1Kq&%6
zg|QDCqPT^H6eNr(D@jM*Lx81t0An~-cOwS`9D#zFbb}S+tO0|NG~py;V}Lpkaz=k6
z#J*oGWh8;@?2_QhMwYfGJxNLO@wP@&r)+_@1(jY^JuV`YBcslabU3X^N|b^>a<nX~
z4rx}V)Rg5|^0a3s669ARbos|#XY=0>g@b7$&POfuItxxB%w)9E!<cP(N|3ayFG|{2
zQXFYmBi&jFNzO>fDIkDC-ps!_jmnyfm3~z7Cj8~aLPAQDSg~&#j?bvL+D^^8Hs7gJ
zo^#7kDAJ|jN=P7KNhIcXDQoSOE;}Je)Id*~lCpp9k`=8Wj9{n%j)a}K;SZLVidLu(
z(A;?vJ?M_>B`in--P9236d95*+lo=b73Dm#8*O1tDKT`CH@B6~PnRq?DjO(BHn`T?
z{JBoM;oGlx+VQ1++mo#e<Hiq&yN1?OWW6$jadYnYehpcMUXLAA`4Ovk6qhPd<h1dK
zx^y)m_XLxps*e#)6{B*}X>8MF-q*FkXtg4tP`2$Gg0AH2e#|v_&s3*HwJFPNHAjst
z*&bx3qkz=ck?m_jWVrg5>zC{pvVP4u9I3f!9wzN>LsdLaj%8F|rnS%edfuPqT1bIL
zMYkHrk$$r#*i^Jsn5(}ridbUcOr?)$X~?LC=N_pecwg|NP^ajJ;orm5>Qu<cZ%kfN
z^4?88R7EK+wtyM8*B$8PT3td$rpmOfBRD)%Td8Se7Rb^MyCML##B%kVUu~7T+E08g
z2v9yf><s8YiQe(1zmu{ptEvK5UZY<(B?g-N&Cu#rr7nC}^vj~3A}oh$j91|yB4tJr
z8g?>cra&;5l=>V)YJDmM9GWWdx1%M@0(HmTN{%y(;EhUTlYqR1G=0~4rA~gIywm$5
z{?1NqQ>8+<{3&wAf~V55ijOX!OXY<4Zzv=gQI}y%x8r&K;x(BOWHjhPQu|Jz1o7fW
z?MLug$u9`rC+d8u@cDXN_m!rLW|MGFhje=!+NGUZs>-P)>rML1C~z9BGad|Rbp|9o
zPmd|M^%kMbRL7WH$q#ANxJUs&l1=U+z+O+n-7v@7Q%OltLX%|L$|RfG1dGL|nTf?N
zh^j#)VMrrwSoe4JBRL15AIEXW-(^D1TUv{|l8}+u9F%+ND>=?`0=wXh>3JpC6Qrf}
z$6>}6(tO8TN(+b$54_+`tw~Br_m8|A1QVoh!V-O{R)>(d(iGSvrA)M3!jDspN$fL_
zdk(x$2bL;@NY`-?bb=x_=dURz3+_dDjOV|F`>FfOkUY=1xouvY%y`vF6h*{#4Q4D?
z7W8Pfx)n`|jS9COGp;)1c51ZwXpXmCTM2D$ElRomQh&-!`$Bnr3N<RdN#q|h8IFV@
zQm)$?<D*rjXhxD#Cds_*syh!lzuvf&P}I_usVt?Sq&6r4=H#TQFCo;poR2Y0s1<3(
z1BW9D1N=j{%JNB90Tf+AhzdH7x<N{|&s^kgMt(Wp95qNvz2t-EiGzws@U8@n{cU|`
zru_~*NX`EMl|$mG+H0{9;jfV}s_A7Y6IE8`GNYnOMi%ev;ap|^04+x(M^#KMJ7z+$
zzn@<hUMcy{<4>J;S3ddADu(Ubbw{UCAiGDAR7DcfrCapm#ivkd_N_qF=c<&WBukGe
zSBA9AYOv&(vK*)($gGt(E>IC>`|Rn`+=QV;=5TP7Azo2at%0B1ETtf9hZ+Ru(`VVW
z{{Sb#iQ@kN!^NxOGn^hGZYv_)<~#Mb?A~437LC0&YgC#YVr{&ehO2W{r#`evtIMX!
zb*d^TpWNVx&aP>CV~jHzgKU7HoT5M^YX<#HSWIgekqdF+QWO+I3V=}n<^>>YVs^Za
zVm0!8K&jo%J1UcL+cfAuv!qQ`KJKSZaH_c*&q^brRV>ex#63(XI?s^O3xN+NW*jI-
z22$%1=(RdDiM+q8URL~xZ#7mn_02}MB(~BcEEPnPRD)Ivml5Zo$#sv}zD%gvqBQ(>
zoe~-MXFL8%r-tWPcvHMkbD}JjG^DWP%UZ^t6{iUI9C9lR(_MK9I4W%t*eg%F<|nTZ
z>zhCFR{8NyqKLem@lVQ&^iw8PCsS$s!LTkqSWSJY>4>8Z>b1R7=2UmzYuQV2oRbzi
zDk~mi(V0;Vx4&${Ldd<z2TPqu-%Lx~xg|xkn-2&g39v8$7l}Iwj=1tGREVadxZpqt
z_X>2ZEF8Lw0I;P3MxYdvx^Q!X4hY-E-!Y#4pX;}-II%Ap{{Uv+j9&tgT6@GlDQDZZ
zonofVDv8WW4Mv}Ja{9MY1#%dH9^|4(lOCT_lNvm!QE1inX%)BP#+3V1?<zcnw_Xg4
zb?M)15t2Wl--*Er5(psfFN)+4V1fwL5d?Z13QBW=exDqEw(t3HcM6vxp!{gCn08FL
zkFgpwR*<J&enf?(mKkNF5~m$`<)IBFBP5+TB;b^#BxxTl$MM@edXC4hP7YA(&7rrW
zxVD~Xq0qEt3rf&ILeQbQRu%%1q>P0CQbu#a;V}Etd?<6?YmA4i*67VELd>e&a)nM)
z2wsqtJq5~=s$)*dQ)s6;?g&njRFs#7f#6o`eZcL}%o{?D8OBLaqQS1*br#&)_kPPN
z9k)%?2fdWmv?SnbP|hWNgUqpf*%rmjr6f(8OlhjSdVvhp;2&eCpoEO2E0n_DWDp5q
z)|3HB1fM^2kcR_ql@JIxI2{H$>~|+_{d)05bq)ej0znowGd`sK`eNc3L5q?M9Yyre
zTG4z*7`_ZSX-{H0ZVq5xb-4)&T%}WKR6AXS;ZG#6$&&Tn>w^M2f%gMCL3yyz!)^t`
zJgo4&WVHT{O-8(&)Z>iHzHe*pWVqnA(hz{vpI))(&!x4rw-RL0Tq-ZPmwd+3(i=Le
z*5taE6kZ@JIZ96Yk4}etdSDD>?~WU4%!MruYSy(B<L@b1C$Jmmzq$r~Ttr@U>a*zy
z{{XZOUvhCWS!@78MB3y}EtNdJWZ}WI;dpiC?Jl{=i}#lnuP>vvS*qC_(dDhHLZn~z
zROK=3PA;&x>_w5x`%z9NGOKp|*HM0`8&aiP_1Zl0>gCs$H~B+Y<i+_^v8wedO?hyU
z5^Xl%x7?KN7UH7Rm`ti=W}EHNq0WxX#uPl*bD_qU5=(DIeW12?lXkBz`Nvqfskc3o
z%WLYtO=ab?CZSBWD>7+<E3O#NEp-&dFi;TY<x715w_4n!r-xIWej7Q*%vznLSgbi<
zTJb5ix+rsMHx27SGh-qxLR{!g&!k(^E*prc5vnDo(9H;z0}eMZvgeeZBw^wem1^*i
zZlj^-Pd;9}<|mnu3K4r*BWnmCYaIOc7_Y8f+%H+z#i?{ON>@Rz(<%!nI#j64No>n#
z-~vO@OU)g|QnS~m7rM_d9dV?XjwH77Qlu?9mKK*%hZ07RvxS8u<O~6vd!XX8um1o8
z9Nx3JIUAo=<wDcu-z;L(CQ@%ZgO$=Q3Z$-B)MLt2Xo%(=y<N9$+k%HmtQ;Cm&WdEa
zW<#gg9jmiaQ*f6dd^S$3^FE7AqT8*exp7da3>v*EH9{Dw#*0rYf%`#J^~glGV<<Ax
zoPD;Ig!!lrC~HVBsD+^`Ndy8!jz&Hayo@o4N{SQ+n~5G=>_(d$N!pdyG2|;+l$GNe
zP8EUN00MT-!)))q{TkY|ip5p`0A;6B=hP*-N?MNwGx8sGWDj+wSVN0hB#n}l9OJ)P
zS!;3+obYNC+onaQ5B7Z_AGTKxu>vJYs)R_vW%k^r)M3kmDLMlG0Cgp&+ERiPT2esa
zdhax=DTE`M<w_(SD-F}2NnJ9Q${o^NX^LGt*(uSRa3LDoW;1Q8LUNK)o+;wxf%6`h
z${<hQON>_3E=Kd}UEM{lwaa^glTVFNVQ){mgiAV}sFIKpwKF>Fmqm*xDlCsQCNr+7
zNhlzD!!k#mejjemWpbW<fg_n*wYBBXn?su-J!VC2<<T0KDY>qu6ze*HaZ}oo9Br`B
za;ApXJlM`S%TGA8yH#tpFS98i>L)8Msd-Y)p8o*x909tIO}#MERW7$4N|4K{14@8W
zh`<|xq#nuaFn7k;$tnp+3L1h4-s1v*T43l$t@@9JwVXwZBf<wOIW=`#*M-l``@-u@
zCZNKl(=AIvk7}V&q?JONQ(vpxcT0|hMt#+?+U<zt%?R@xU=jtC)Vw3z*9#`6$ZGU%
zYg_L%?SHY}Lo^O!QQ20aQBt)Gsg2hV%2HJ2LdvLI45fkXbr{rw;EsylzU$i6DTxwR
z=_y~{QSXtGH4p&KM?wh3+)R!_bJndI+o7#;Uwg=EA`>B}l+5_DBB3cRGWrTv<|XFT
zK~YIdiAs>_F_NlUmSsjrwt#&AoHZyy0m?e+OzH94pUVQ#;cuC>LR*}ZPmqPFw-{<V
zpLM4YN>q%#sKE{)V@XPy%2l$vjvc!7*;<O|w{BXT>YR!J6w@B1G53<o@Dd`qp@$q>
z46G>xgtU+V_izB>3wV|BDbDG<$GT}$UTI%2s0ngA$&U(i^qPWPmkEgyjLM`^imgP+
zTg#MWJyCrt59tJH(m3*-?7HsS98FBz7bR)2G)$UWpH-+#D3I%ll`23IWXM=-r7k}5
z)Z&zdDZ{90;zhEgAS{u5w!HX+;v~M894(|7Ovxl=Fj6*?ta8xeVa>eSWhqhu2{=hc
zq@hIh&$>wL4{YPM<A(0?y&ObWH9MqvX$eYB<J`#vgSjM<NhFd6z;M`^)q0sNQ=m<f
z_rH|29rX~j94R4MKneva$R{brFbUs;Dl~-GAj#%c0_%3oON3S<+jUBP7UOm+h*C=F
zGpiJO<t@2QEl72y=Ri|0lzTefjplnpP~yP*JnS#`IBo5#u}J1S5?GTdrMi_RZ!r6)
zIuh$zf{GMU5J@3g@|7G7B#;d8Z<uwsR9d{q?w6xe=yPg8(Bp`l69yZy7L=(D23&P(
zZAoPLOoW{UMDC#9(s=>lqLosCbW>=2&$%T#8Z63ry!n#MXlQ0)8<eJH(`+kt)0&|6
zq&FriZg-f}gN3-Hw(4ZXBK?JHHj!-FHbu7?wvZY`YjU4kl7fMxIEu~Uo0`6d2qfjY
zssLFF2`d3yC@?|R2r<quin>UcKb@k-%y~`mUA&s8^RJnY)x-!K#pXp)H9-nP>4R|I
zF1E~u@P?G)+o=W_N0g<8%3EorIJZGbc&N!$@)w%3pQpmCF2}X2RY(1r6(+yTYZjAH
zkttzbR9SSd+iIIbd1@L0>kLyPA$ShD*aU|n^XHA-RcJ<^Ua3il(IKdg&V5l?Nx=d%
zK(QV=07^nyWwy{XrwPCqgtzxGCPuDMCbKDSKNjJGA+TIpN|YpSHGmY5br4jOk(`0U
zmY}tj1my-G4WI$A8pPqPBfCIJB}9Jo8_aqAeuoZ~-{Jc9<<)8mdH(>*{$bNCIf+ud
z%UY*Rr@K>%l7*$~cIuTxx~(eXBo(D!v!0O4>DHF25!}PPHypj?{{Sy--fu~I$%T7e
z+^=#KPODI3n)J!EDU8?Txj>0YrLI+(cP^b&ff1<nIZ-6Gsw3|@@KWi@LQ9U=Zz%ju
zUDPNL*pF~drNXGR+jA*%l+AY6sOdphkyfHrBg~`DLVTh}?OJ28(}bO2WMviN+nm+A
zk$k=o#R}M?RUN1by$;Kx)97~Heq}x>dKGF^7)&jg^(F{gepMOTZ6$4~E`G@m>yoB{
zCOQ-71f3@ewLsqF0iYKm^CL<6>xCsI?nMSMV%??M*3uU09z*myUf+XQWTC}8fQy|_
z9J<{NEkSLWRk;qM2qD5!I80q!%%1b6O-`v&s=g3Xr{+z5WB5BKQ_i}#2}(%;N>Yde
z13AEt3|-IR06wCSjq!t%?vaD<ZU7wyNjrdeOWfBS#~LA|y6c)$5Qf_-D<^U8plVux
z8vvY=I&hc~Vdi~w5qK8YXzPwV&gQ(7R_)f}Jf;F>rFjYfg$FeyWhyE;3r<KW(m^0&
zIZORx^ZvI-6!+w{G#@RunyXv2B}bnT<>?6`42dkb!c^XWeHx_mswzP8P*zYP-2VUz
zT;t|d293<S67J<C#Y(2khc@Z7;oh;@=1sLrT&Qtnzg6Y!!p*T=d`A;iC6C!I$&WZe
zeVB7ybv|0z?oe|@7wzqC^2U=L#%{XZY1%C+G}qanz;OtD-BYD1;axE_#U?vRobXJ_
zgjf*Ek4&mCBPb<AZe!ALq$^bV+nFB;^cI|12R}L62K}SkbKR@ASgSVt))!EhMT;8Z
zeWno{7HYMpDe<e71VwS&G>V+rZKZ1}X#?I+g>~x8sVFL8D^kc;xSdBk4!9faHa?yD
zVpr9?F<0YU*5uo-oBX7WZ&H|^i;B{>AzmEAxZZwDrk2>GR4Jy>vD8xAOIwmveoke#
zoCpx)pd36Yq;d+?XH659^-GcDBT8Pqu4OY!k?w*Wa))Qbp;Xy(8TSq0F|bM0UP;FR
z5x6t=e!Vb=n7BIXcbLER_{J)b+4Wo9Qz?yKHf@bmbRoEZ+r`|J$P(Rnl!p;ir(3mp
zTvSKMamChUQ)B4^ORG5?GWTo-`8jjOvaV7qa}z{nRYvNvYc%@pqAOFMl9xS-qXl)C
zvmmXM!ga$oZMPyT(qu67av4B+<}OZl)GcZ)RaR{_*X8?)i1K5}v8}2#zg>>gX;PBP
zF4(Y@dP+ii5jx_S;=sd-IXO+(+~}lU6dE)>XGXXAi7-M$Wj)N=JZkl2#@q!;k50Pk
zts>}zpM5I{pjY8IoVLF+ILZST7;y<C1$tgL6X$IQ^fkd?a?alI61uge8<>i=D6P|C
zRI0TIw#yd{ShGx*5yqoKr%1S{G`UN9QqG09a<%2B&r*`<A*ZAjvEakP)t=##Ria+J
z)tJCaLa%G3cAc>L@G!S+eqW-QaYy&Vm~A}El-7kMB`Q)iu3p<*iSYbyO3m{{oqY1%
zeR_tPLzIdPN(JR&wBVS;q)UlUstP6X1wl=(&w6$Dbp(kr6%w3`HqdA9%1SM(f}=@d
z;E8at5lJ!XwAQL|B1%Ke`GHA|R)tTR(})Vt`W%m?4y9>r=i3Q&$vf8qa)n0cEsVe#
z#O=@dL|Sc2D$65m*RUf{40%YnGt&n&N`<A%hJ$>vu(^B7mm3YY8f}wlQ7JbQOtFH~
zO1@l)CjOk*a3#kLTIinZ&ZP@|*A$RMd3VHZR@vr*v+5OU)Twm<;g>lwUY9AwwEL|%
zX1ce%sl+WL0<5`^kd>Sfz>2lRsAUYHF24J#2xX=cr(IggvXr5u1-PXvaFn2A_Un@k
zkrLs%YgfI-C^dRyOG=*fn&g_q1w(|*E!vTc%=pf&!7fR5O!%kSn25K8b(srKvLV;o
zXfkC)`N=1zJUFHR2?EEU+m@H#^Tm!#i{Xc!>23SRmb|mBRc3ikyFNW7HZ9dH*yOYQ
z=Cf)WUf`%|)#W-R&6bz6Agx7AwzNQ>8J-jQCCTd!1^dgXSG78&Q@9~gf3vm9wKl&&
zD3rv>FMi9D`zD`Qh?vdC3T-oL6}71;T3vfmgNf3P{F;<)R39R{?6jiG>ZHntQxTni
z+ZjXa_BS3}B&JlAljfzBAfX}Pl7x;U--vs%=BdcE?HY|%s;XTc--}Rkiza->A+cGR
zP_3-Yatq50H#Icpqs9**uQ3t-0CJURBpWPdD*!l3K$4l82>jq!3u3duAtaRej)oxX
z&*Ss!h@z;ePJPmL&s80c{Xz8OPi6!B2ewW~-yQcG{)XH;{JrH5GkLpQO|{DIUtV0p
zuc@@V`y$G=D>pSk3<V`Bko0;yDQ-uM-a&Rt$!&(yl`Uxio+kCR_GR-)vWYzAzqxD4
zh@c_YXpdJJ=0`A8){v#P)v3#;YjmnrNf{|sF8I4FsYoED;K{%?)U+esP#$Lg01a_j
zC{n%Dlj(1cn5<PWF^wRNiNMl(;O&g{+vn4O&N2c43CPJLk~RPy+YjgIk<#3%9vOTx
zSRsfeKQTF<HbUBoCbe``Az1Xx7g6U*rdrmrs#9sQN)og+`$qJ*qo-I>qAf#%)%~9w
znC3J`CGy*vmra8|%Tn8-Ui8{+?E&}PDN-91$|`LdjXEP~DoI$NTrvnsN%x9}5q=@5
zi9T>+_4tfGxpFK4Jfu(PeF?=eIF$Aq{sYwD{v9^?a1^H}ru*P^#(o|6uv`1=;qfbK
zIVt)T9@yqpIyzLNI>@=9xci7g5JFg?T*<cXX|JnL31**0n6<1ZHdG1}xKnjm7nO@p
zG^^Uxxa}H|NO2G@S{+J<Ep43XakeT^qd4PA$GYkgP_D{6N|mL4>Vfh&jHOA`5#}(8
zC?lr(ae*p5zaQ5B08RvydUpK&Kz~2s#%MV0(_lY``S#)1Oa>_<<MQKQ(BMv!zTZBa
zXj?my4^nbIKbPnA^e|vLx?><`{c-U5@reKpzCW(tz;U@sfa$+(_&o=&uNs6X01kIQ
zUs64Nci_Q~ynV*m{e3?_!142pCj)bVk@)_P1`KSS&i?>2pNC$@KkLTirvP*r^gmzY
z-`6{xxa0`WT>Osz0MCw!832yo!|U?&-#i#GtC%2#5JAQ^&IhRL*KGC3J%<^`2UMU5
z+W>*M7{&nl{&>dyv78t%t!)}nm3zH#k}#zZNbE2`#tP0e+b1AwQRV}%0QUKB+vDr}
zINeB5DkOqWeY*SrH~?cEur>o2;{p|^54?I{=j)HAdgFr$ymbDbo-qul;3RsJ=r_qE
z=f6{u4+9X$IY`FGbAysja&ypuj)a0UkPi6x4hE5o;A-2iUWYpmUAG|i#{*aZCnT%x
z^$7>p8{}=%CmRv4CxZ#0iRrgZqv>ET$PH4$m4J;z5_U>TiN{=L1nw{ge*JO9kn)GX
z*C}q=J*_jE{wXZ3R@JVBQ<#-baaQ!`*3a#UG1!Qj#YNkmI?&@x$V>Gy#Xa;wZ8DqC
z`r8D-3QZEFR!~JYl~$-E<f%{~$(pi4e8&=j9fg&;5rC8rc&SJP``O`J1Ckuyy?vqj
zFDiM1RL~f4pJcSI2~8nLQ(nRrw7?-KB?&4~T1$z_im|DDQ?3uLndH*EhAKO!JEg5D
zSWCqRx>Ay|l&L9PDM=(|0to=##Xdmd3$2$BRE*G6m`-36L<yLf6R$FHZd1O^KMkH4
zs~p9v^NYuIGRx*)A!gQQOXaPVLKSXqPnk<?>6ZHK+6Bm~Vv$i7l^sy3mg5MmN`qFV
z)uSQ#j6C!4nwow9JUe(;sM;^v-00?4h$Opu)vrkto8|{H`8!dWP_-%&BFv{os9aF#
zQ?F_gWHAOLq*#>e%B0L1yOSX@)Xi+V^;u215zTKFH)k_ERrp7_`I{!GXxnv2RO^SD
z2<7)L=BhN?HkDAK)~b!x?8)|GEbBq5hM!ECSH5SaqL@)D-?FF3i87HjpZiv<I<*=_
z66)}3{q0q>Y_4P2H)RUYvad?FF?@(st7eZ`tlDnYZCSM#m&-Oq@ZznPs)%x;rL{?s
zB21G10JN!J8P@PV(0f5~{>Ap+wOy#;y}f&a@b1&_{w2eBcV#$74d7LrJ(d&w+rukp
zQBlULs9WPaO*JTUiYAfe_bWveQYvVw)_rc7#`psYuHkg;RPY*yYIt+*hwGN($$4Nn
z>1koMDQeY8P7;(Qb*S#t3x#dC+HfLYE_@-`eAVaG$<2;K^TCU*rOwJtjUJNEIW6i<
zg>lgBId?s;JDP0MX4_OdhJ;+C(W6%$r&Owy16W0MsWh4KVXft^Y**`lW8W$&;+l?1
zTz7PsOvjyApGm4oyCN53`K(HZ`&EnHZ8oDWBaq#VDl}N{Fo`HFwe1b)dDz=<_yzH=
z<13o=9%7p!(Tx|F@hu;0X0cdXl~<O<pKntmnuNM-8f8u*5h|F3)MKhlXWeBAg8Be;
z*!(%Xy!#M*LQ^BbwkkZxuqd&iy!<BG({R+>jM^QLeVHXtVF!dvh;6v18(Yk@hulgQ
zrLv!N_HRYn_SpPqYk0kVJxOGKGlDF!SwJeCq~Yi;P;mfPRF>&#DQj~y7ULBHx4c11
zX=SE4p3}R*^P!FnLrnW)C})U}wyH~QI`j&rAq*A1)69O;DjY$lC{QXcEpGiI?FIWV
zZI>ytEU&Yw*t(%Ej=7KrFe#AOW~1#3DE*?zc9`tA%{1y3pJzgzZLc}JZs>H=-#Tw=
zXPDgCzb|VR!Gp^yLh7$ctI+HkQquJ{){7|(s8XOf+blQiZ8{z?!WnF#wWS3<?oH@Y
z{=zDiF4MQzx;g7kW@Q2#s40~O*8!JeJtZ!wq#BjQ3rI@S9U*E;u%wgaoRP&|c)9S|
zL-5Vcd0eokT>k*t+EOjL9m5K`>ky;6A-bTI9rhh+pDtunt~BT}nLb<PT0%pJO7ovt
zr6@8&lvb%HGL%FD1c|WQOTas0imC4ax>6D%2mle#<<{iuZ9K6VxjD@1!;#$6<^KRW
zY=ySf+sfP4+vWwi?L|f_)k|8d8l=>DsA+7vxN?%p*p|{3+TMz{n+x}W7TtCK0LlmP
zdvnd177s3YJ4J3&$*Z;OwEFD!<H}{{l$MaqTCGr7X+h<AiE;G<sX?zK5;&?T)anU!
zq{w-cw5543gYIReq@mK1g)C&DL~KU=H|usj4(uPX_M_qY-?;otRc+g6n{?`h(M!8x
z)hqnUOVin>Rm_TAS|mC=x1chKRC<IczEdb=vh)c~INC{4oOM!D-R3FGL_`8$5(%9x
z1L$W7NaBj}0umsTHWq*mnvHb>3f~O>0BrAxZf(?gg-7T8{{U>#xqoi*3z_omN)4H9
zS+<o%4f5(~QLT%LopRLa<Jcav9Gf!da!mTvII-bU=SrBlEV1lTAQf-M$3A)G%nJj=
zmpVD%YnR1=U3-@nUo#-R9+_@a#5K=VRt#8HBpP*vQj<BV<cYOO4L-x7IEc0#W(#b(
zt466_zw&b}N@Z1~-j;(4b|m;=sJ6#4ZV6H&Oor?^ky>45JFz4)E<A_hIUUDPhnrH+
z;?xvLQQ7>e`webS2u^c3H!WT#gevbort;e6nBA3Gq|mJ{YCC2wp%PVECAymRW|bPT
zOZG}=uS0c+EXbDzB|yVltA01nUemih*@{<dyGzITy+;d26sX|5FNYNHijFl<hufy&
z4OH-oDmr9Ut?&FnOt%|;m5M^`YmBu_@~T=bQ)9jC-w}G5OfuCNtaXG|E${fA<PhSR
zG|$g>nWfS^l#t+E!pC>rxC4R}b7REkI=Q{$Kf_lhuHI(Y)>Wa*YXhEj5BbK{IdtbR
z`M+h+tSb`bxUPG4%9kE{QYOH<ZHe<~OSTw}w<-#&N_Cgpf68$zhc~aE8a%6`C&FJW
z`JHxizr%e!`hPNcYs^b$msee@d`4oR%Av7qPo&I*^?J&u(&Sa^bY)vjNPZl-ab?J2
zOo~&K#@U_IIq&vk);w)^dgO;EJUq3{{#a2dm9}ZVB3<TX?@z46nOf!J^9ng@CKXcN
zxUG3?H%OaFu2iDUP^kH_!e&HEZMdri@tNYz$MAQ{4o2J_896I%)p>JHyweAql>6r6
zuH1LUHruLHDCmInJEBGNa91i-$CT}Lq`Pp`YYeg&j?-_ll`zx%V;!zziu+0I?-JqN
zhwV2W?4?I$X=^xLQ+<u$B8Hc=6i#u<+DF~u?v{AZ3gYOeNu#IXTvhrODPQ6(g;KWl
zdYw)8_;ajqXK5;HzXMvT$5QKV@dAdMq*5tR;aw7yoTY0ZnwD5`D{Znvhw#e@^7i+I
ze;S<HtkdK>$liY5b4*WUrawN+ye6!|L(aYI(IifQ5ZrV~dF7?HN*VK3>cVxYXNGH=
zJd)<0ChLyaeCe<*j$GX$pBj8>P1j11OsI-{l`KY>+j2@hrkvv1b+0x$o<mPG>Kh@}
z-emexvwq$FS@VyaT+ijblVe-lrlZ@nN2%Pn=8eNO6KJw2_VOQ{aZJ7F*A#ng>TJ0b
zuP&)hrPAg-B@M!;u>sqbth#M7qfP!fKGD8&c*3H>vw4wh^1QWVTr=fcH$AyWhUIP|
z3YQY09tFy}dlhHsRdlwA9>V*{i1UeuEpddX%s9u<otW*NKWQCykvuPpaGL6B9vj3e
zxPKR*a*C>&pNh7%(v|p~rc;4!KFvc7R5<M`?6}kDZ9zG>ekZ|P;mtQtx`tnE=ig<g
znSH0)b=qY%9!gZwlyZ*ovWGp#P@txiv>d{`C|sqd&>_;D6&g$wTy@m9?X@S97MBGz
zij$14T~1$==#Ni`>!w7RB@X#9khcm|prqXIFTTQm8n;z0k9*j+&xM!h6<Cp`QSND%
zZF2CXy$*C&7O4=SLgnRNn>DhR!$v_%j>mbFE)#%Z&M30AcGM-%8@FALHA`XTDVa<J
z7TamZgUTLQ2~koOrvU({EHCdQaH-|Th@Tz2v8T}aW6CcQT;;NPX8mqOMXPq(x~h<=
zG}!VQdHRR!*3#%qHXoGCa_m(n_ii0cp`xW{Ym4yOeksGM_+?{V^%Yu6bxi`KcZ`yS
z6cU0Jl~I*xm|9Abs}hr5f~i!Ml=W<@E9~V{OE9dC08$l|K#am=CJ73K3yXR>=1<te
z<8J00n`*gsa#FoS<&;_t3g@U&>9@pMwOWe~Wa$%O(W(+8#HP_{jWIu58bv;ZNNrUX
zov5y%0#!<*=C2`m67g$8yss)xG&zgP3YRDU0J1-^xpP{rU33d(@25?vKO!|&9p6k!
z<)%|mVS58ns-Lwy*=Y|KVZ%^TT=R2t^QXoY!78Csxq0i(o5lq?n)Ozq#QUzhR*x1m
zG%d=E_u{0wlp&-yu0yLrklJ_Dk;b;?j1OtI=+-iCHtUxi-LG7l+9F1mZ%(Mbnp?4C
z)}KL8hLp!{WKU?B9z0U>jy9Hq&M5iU8KL04l%(v+IB#Xy;;-<&BI_I>npV=ft^|%S
zhgDx#-9xRqXqa`d;BmD(PQ$4sq^%(-Na}cd^?Y6aEV_;;<r*q!Qtfk(DjMPoqElgp
z3usaU?jcGADoR{iWM?QcN%UXgU;a){B(3g7+t7LY&pMAVCs61g+RC+Om9@K8iDuI+
z#a3$dxK|V!&BZ~jDAQv_f={+FF~IxOnTla5N;J1Id@uNE@U71-MN+NqR`dGto8bqR
zH)lE9yev6f#pX4;SLR!3x@FNWLfaMv@oL!@ZMATVKlX*b<;`SVRhUStvm%sf4@pcx
zO<phgw*8mjZ^5mxKbWvND}QpX%jVsebwsLEIg3T+#qCPEd51}>$+Ev?(P*=&&slJ2
zRqJ}|ZFePh1bY24wq#JCzYa9CDYWGmhzidu`D4lsNLyDlj$JF5Zd=s|PuYIaK9PGx
zxbO5;RUvhV%bQH4BEG2d;Z<qUWmDxqQ_`cRJVE3(pAqf#U$tJ`_IrnME(W?rS>fK+
zDL8))MF#_{tb2t~a2n1z!t40g5?jvICy3M4H~32G7kFzd(|#G%($*Cv$3`~$J4?W5
ztE;K_g2gRE-I{i-E2vc(gUhNEZ?jKN-xV~69%W9pqUde*Tq$vqTt(;ajc)<}0B6nJ
z%MM&~*TRP}k;s^wz`SL0<s6IgDNW|}nF{E*P|{FXqFxE23$K;6+JJcuLAtM4HywvI
zdyPIMEwL$s=X$i&XTS$AExY3T@Zoq~R9lLlbJDqcBbb-1mCjC0UJ$6VVKkX`ZEAyL
z)@@6IpH2=_pH!Hyw)CoPLL<cuMV{K-onAO^{(AFM#1A1nC-Uy8SE*XO>5YB4U9>3n
z`m6Oy-A>774SI;Eie@CrvkRxb!;dUd++cZVQl%9z2;fbZ_D%hvJkXIv<;~%4^D4by
z*|f#T<z*7&t3{_#?U$|z(xu!qx=dQ_T@BJ>NHJm5q~JvgTgufPtseKiBeHyQtBFuo
zR(64^`bMj26;|8kyM@&=LRqU-7vK}Z>zbiFL7J7(BBG(%Mukl}YLrS8X_#x4{`RJ%
zr>duFiNrkPXe_NP($uzAR?=K;<v&he6y>n$n@DlO+l8<M7aUZg<Zs)z;JOWsK)0?>
zv&PS+^ExdxGAg5%);}z$G?_8nS^_0ER-0+bp2LOW5c@C3Lupym+CT?~Dp%V70O3CN
zwJJ1e-)FxoXIM1~vlPpPyY`C)^rA+oNg-6%XVUHaa*o7#F35ye8bntEsd^e8Y19^w
z_-dj3g!dmM7`gec;)|L*yYS`98*<5)QJr(#*EOqNdaFG$TSYdJ5t=>B%|0SusLX*G
z*)__|B_;VWnTRF6;6rsu;;WI|tnmGGy+WaQj^@>wYh5kUE_k-p!OA*?e$~Dc20Y|b
zZvI|#A|j}^moThrg_$i?ZL5wQHVmaxsu9ssjT&TUS>rpjoxS0y;+#{m9iM)_tF=@J
zrZpy$f^n`VNy0@_bhRi|RaGYm;xwtMRTWEbu-ek=NK)BNab!NqUc15gEAFvR#cSJc
zpM@-{1w~CY8<lEGoJLx4QBz0WHXdZQ>1n{|NKt7kC|O0$Kla?*maWuk9H{WA;gXFu
zoe5N`b=d}mc$%Q4JnK>(rUle4N8b?Jl*=l16QNQ4t~Z)mb3<wmzlC46&&2mNJY4vA
z<$dK&u`G)Zn)khK&$?=qdv2WcN?cd$+T}(R@Fp;a;d?B)Xj^V7Q_LmxG^uD@Q0h%P
z_&S~7H=Oq>>>J;lx7~!g4Zly5QoGM7pjBYp6<KrE(%6Scf0>cqp~Zs@yiA`eWR{(j
z=bGDWvhriG=<k$YV)unkWK6L+p~*iMH?@9Ekz1wTHl<?Hi)hf~(`!(cU55Pj9dfw%
zjNVkr;!06v;$La!Br>lo^mWvAoO`fbLXwiMuZHpNCBQg^6(<y`qNw3jG`wBfSE*Ry
zDy1k6Qg>B(D%(m?ohS%eQ6(wHKv<^Z$qpsAID0jXt;T7p8mk|JDs5_Mw}OgYP-$5+
zD3q0?rAmNFWBDQWqjM{o9xFMq;#Zj!$_=$>^3ReH`2%ZMoV^p+r(QCuceB?VZf3)$
zT#=naZ&kl#m!Kk~<w+EVWj4!edNb1=s5DeR9F<#+iR1qOn7rnN&M8zX?e#y{l&kKH
z+m@Fu>^lm9bfx<WjVgmCk!n_}Z%nN>T9-)_!&lK2nTU?t1y0CH{{YyL%U)jdVx!C|
zkBYm3V-jdpSXE1RoOg5zt-mByDb)&VPc*h_R`p5)G=$F;3PflU(;AsMmK}oA2uGB*
z4yoX3z@Tz}oSdn>Ja~9(oW5$ieKAnFpv-QQHkU`bt*ExlNKH~3tX$G6Qz%d)lBsUa
zNtUpZ^J#Fpr#zRlUcxvZ3hl=i?XMVepO4gWjsw6rQaF8eI;+vco#4lZ)OX*EuUn4s
z2mb)PD3w;#bL^t0_MsrQmhv8+zqKiUgVOM-N(Sg$q^+xU-Xh*aRM#--p6(i0Z8FLd
z)8Pe#ytcxcN}*&WNTuuZ#}r%s>8Qz1E+s&-x!qyd5jkUbQ7UH1t=P_6a3)QIHva&i
zS&c)qu6w@kp;OCM>dKJB=@r@SshNwXu$pj*Q7>wTJnrZ0ZeCs&tCXf=!AmUON@AFo
zDorJFE3!>#_`cOGFUdKH0dw4L1V%|=#5A{5zh>SaYd>QzhJH(On$5i`T!7{^*~;5W
z)TBFhH_Hbus*PIVwy6wLS8}1(Ey{`*s7sRCrWcEihMrhkMX-?J<6Zl4KE}IVq^d=m
z9A9;%%~d%xD+iO--1&0nNOVC>IksM0WqH$9QxqXl!j?c}p;-vy)79Ai8%SvX001iK
zC}}E_T&fp%ja!r@_8OyRo4aB1@ug*!sS-Q7C#c&lJ5u`4<F#+CSnYAA)Z6KN)4coC
z{{V$U$fRKpG~0@KZj!dcVb!Tlz*FdWgrTG*Nkc89c@(_7A#)m|L28X~-4dqI7UWrC
zk1DYBPM91)QlqV=^*jPvT8pSc5E6oQr32kOJN&r&27F!H6D^z4;^oj5cQqr??mK=(
zD!*vgD>TbWuBRnas+9|FomqanOk#93hoXCYD8a?~ab5D{w(BF(cZ>L*5$QaMd&O5V
zd?Ir{!o8IB{cPB)d;3FV(Rq(htz9+dX+Xo|3@XH$Tsai>)h?}4rdL&HR=;LKnDbE`
zU$cd!zR?~@Q+zaX&c^W(ad_#EE11^wUS9H|*{;}pgHycUs`C9%q_aq3=cvu+4Ec46
zRW+(-?K;4LPq*mvDy^AIrhe62M2|e}f405_N!tFwa9+*v?g3lFxVIYPTsO2qsy-*i
zs-AO(({T9V+!gK*o|#-inx?&zUf29xLjmeB_%$KtTxt9xvsJH9@oI|3>XNE@YIi7<
z+hjMH)vYB}D{zMCTPSTxLyxHq5Ziz&GDaEk;lstvg~_i5H9IfC$27Ui&5s3-^Iq7q
zUU!;yEthH3EUT_UYZQrc;m@aC_bc}$CTz(N=~U$Z0A}csBT}JDW^2wkV4}9XN_bE4
zGtItYa_5?y*zldss;$9!-<F+wnN<3%Zj;Q}c2l!1=i<x#qS!?qT#8-4KtocVdYKBS
z+EFp6Y(Qc?F%La#_793Lw40X~)w9VyUHG8zx8g=mGi?Z$jh9}l*!<11q0%YhmshN}
zOua8^oeJi#Vpq{kr_A%?HFShSlTCd!W+{r16%uRG`uj<K)u-gSbvaz+l`h?>+!q}N
zfq7XJE?!?2U0Q9mEJdg$nOuV0<-O$j#I+$0u&2tM0Sa3WG}3lXli2M)9HH$8X9AVl
zE;Q|1{4MI2c>8t#0D|pj7~_0l)+o4V6ID7H;Z=N9d~UUrri1`nsByKawo{h<Q@y49
z1y2jBT9d=*ke4diQfV?J>ISK)yXRj@7U-!<O;fU=-vkknApodL&*BH{{O3Q8Zxm1z
zorhbJ?Zbv~=15Z<<thiLpqQGPD|0KTh&XcRE=XL7Wo56k+#v#PbAW<d!<m(PYo@qu
zxKq>0Y>(f^_b0${@NhrZeO>2S^MpYj7bH?%D2DC3uRc*dh0v9$%|Gp9fH!nCp}h9Y
zFp=IpmX^@FvuEO+e+QWF>2=G=uG~K^nYC<1gO~fTBe<?><JB|%&N8)?6fLQ+8y{>$
zi*g~r##{3n*X*!pL_uUv${q?j!dU5N+oYC#Ze9j2KT4As%H7c|ckrzJ_i_k#2BknJ
zc%Rhf)90X|#FBTp&Pa^j`_b@u$$ML9+@|3+VY@zHQ8U*8*LgAd=!3_>U1>0kxCETv
zdz}FmIN#BR9%!XCi4#OWmP?2q<P-y1xz0+M@!MWh75K~%87Y4}EPlli)j3`OxBvHP
zRqldiV$5=Ez+r5{x3f3zQpDaA1bhi6T=5aHkBSV~eGZ#)ymHmNDDt>|B(K$}DDFHA
z-e(@x3d15OVwI7+SlO&?9_^i+kV2VO>0`YR`}~ZMa+@xO=q^eymF`yBanO}w9Y4ug
zN|C!$?h{o}XslY_;LVsEf=BDj`<VQwoqkUY^Ge_BfNBg_=IyxEkP%7y=es*q6?Puq
z1*=9XDBMQG*e-GmZvTBu*<36Y`xCqXIlZ+Ku*$+8y?L#%)HVQJ9V6FHbS&s5d17Bk
zT}TPrNgms;Xyz@PPT*W+pmx7fsGU1=)3+~U<=XEq<@w)!h%KrNcs8%5fBsZ;K)EZ<
zxvDn%GxqE$#DN#n1^?B&ByZo#tGv+0+g%EccFn&Yfjsl_ddJ*(A+Or1Qxe;Fj@IHV
z`3`h)M_W#bKUl#o0xVX7=IFD@U+vtndhrc&v_X7j02y;fRjs!E3v@Gh>(F)YvTuYz
zedrrk+u6=o_wp~=Dw<35SH(2T+Csr9al;K~F<a`BvovV|$yYVwPkR^A1$m-}4qu*H
zU9P^rl6qjCtE^k#S=+~$T{4&KJYG(b2ECWy^RJeU9!mo+ZsmF0K0k(Ug+|{V`^<mC
ztrI@}_(XS;L)2wRr$jiaF7JvP!&Y0vWBy45k>PsA=?$j9E+CpqwZXzJJ3aU4w8R7F
zay#S?#m`1ByH2NiE#%w37Vn~#dPGHywAb5FcFNEi%Lf7ucXsRBg?U64-i<u836WD?
z&XvpaAIfnGGbUSy*y}$U4RCz)o4@v3p2yN5Z21=EsjglBZ`T!##m`@#3}8CGczb-S
zJ?HlcLHRue8Iblbq<cakB**W;M)tEa<)7Y0zYSc;KDX4Rp<vg$81oF@eLnfq7{1ft
z$3<0d##rloN+-D*-Ih)On!7<y=l|>NPIq-1sUFGvowGH3=R$owuAY&}7Kl@ck}2iy
zh$-@kWU#4t4)xtm{J-9oreu2H*){mcu{5IXkZ)0_cNpk6P`#`*asT$!yvYnTQk%@Y
z&*#am7aG_r<QD-m6|Q@ypOr*gIUDy?v0v+UNy~WXde^mzxJLDX5c8_(4HMl?=-pKX
zXm`ic`uCX*^~-segw+mcp`&%vd(q$I%z6+-_r3K*n6=#Ha43rpP%Qh`sBiCfmPL3e
z*nCi+h;A2M6VT+^?uEoKN_5TLtD}n3*^C^W!?MPIvc}@5BfuBzJY>o1zXx>Zqc^wA
z7u6YgNwqf7|6N~~{ac87A1N?qQNTAr_AmPuM5t493_L8|Xy$6iW#8UbI5h2>`kj#Z
z)u31Y9Y<}%{f8AxC`oM+O>nLgB2P3thc{I{h}Sl{6BHry?PeK6S$l>MP39eoaHS_A
z5_)?;oOezNJy^a?Q#o9HVU`>?{Y{?c_kqm=360YF{JZSi(CTR@u&;-2<kI)I5xhUR
zW#xt(%T}{xn*lWL*tGBtL@}3}Hb7o=W3!HnaEDG*UTr?SakSH3SF4<W>eAS+Y2|&}
z4qKMJSUp#Zuc<w-te(YuS}#YwfZ81@w5`Z&l2wzzHV^bSLfhI)B87Bj#5b}#nB{FN
z<_OCAd<8IBL7rjf#E&oo#j6M-gT<+w6}B7@U`0p|08}s?7V)Z6&entHvTW(&g8ep=
zdpBXByw;IKt)$%dY_0MABrc<fe_!7A?-+FJzSgXJe(z}Lcq{m&Gqs}Kf%ZE3g<n)T
zJo38||MB;v2AjMyaR2xFkq=9bd~ri1d=Y^U{1c=CU#p?BtxspQUyAE1`KBUp;+)uk
z4xV|>x}fIGxhoDnHYj2h^!;0GRl#P8I9cbnnimoTfx=atIN*?r+ySm_8<yoPSZftn
z5J4=@2PIMoLcIcFbeBU-i%pTJ2*bd&(tiberusi4zrd9$o*CXZkUO>ZC{KWA7@7NE
zrZP8?SaG6XNj@Q)dQGK00xZb&8c7g-vu1RN6y{@3e5P(0d-Pur8a?M+{;d6dxJf=J
zf)fc~U%%Vmi}|`3z5iYtXnZ@&rM!Z=Ufz4hC3>8)EV!Q`5hf2Ou3VE|^{?2-Y9~lC
zY25K<?_O`uBW>kAPYb<tXwDQ{s18dC*cF}K>e`(lrhcT?f;}Mq*YtZ=i$f!ybD&K@
zml{9I{14!H`S6U5QkQQ}IV#px9{1C4?5J&XDGxV@b@cSfF|B7|1Snz;LX_3X+Jk0~
zVOH=*2FdM)&=zLLcveRWOwhW5*4KDhh=J^7TtWtOw?Y<=T&3D3Qa^}{AC|+~W~g=#
z5+95}V!!n$Ad|a<as6&|)=C}gnt@5pvb+v!fh3{Ow(F$SSFLA}#UQs!>bTeGk@eQ?
zwEk4+9P~G1e1YrF&R)~ffJ;2J{?y*^R5Hi_Khywy1~fupre<s46;el7mweXP5nTeS
z{U(i5F6foARrP43mJ0OzRemUEfGdB#^aNa)r?s2o;;^cDUr-kC!azg71@0c=e-Hak
z4uIC^k07G70sM~-j#$I~MsreU!owor*le3yOH_;73Oy+j`MDKcg!N<NaR$`1h8#t6
zvjV4QHfo6@u&ShYZ7VlMs+%=}hTNS~%}Jla>^qUPFmeZQU8${YLxEBR&Xo3|1ASss
z3v&;&r7+Hduzj=0S908pNj^`Kmw9VvHQy){7xwH0*8O{uF5T@b`n^N1O-qAOGrYE+
zHjw5NHBYN(bxsiNxJm1H1Buvsq*E;mYCYM}t%eZbFxtn(ibQ`&ZL3)JfOCSxL_!I8
zfRyow@hIR+ab#1tf#hp+7MgM8YHs+<4H8^eMt4-#X1NjFeXLy7uepSY4t}7ZG<Nks
zMX?)w?96lifv;uE*22caQZ3f5zgi^h299dtDNRY-LsgB3i34R3ZcNVQ=@bT!u|$fF
z*5{#nn|B%dW*`VR*)Pk0j|&Osa@x?Xi$_<i2_S(kc|$a6vAAkbBab{W_aoS%K^vZW
zvGd{{;E|f6Ni)D$p3Crz*n6|w`fttgdaF+*C#7ef{%uGQkm%)I4}06O7yWbghR&|$
z-kbo4AMeg0IW3ko9os-f1B?Xp3XgZLmUh%Dr~-j24mpvQ^kmXrADSjhOh^F%@c<yZ
zKkrP!Dsh07IvQBgX_8#pl!@Eu9f$Oe$tMEN;VkzoX@8eCFMD$Nw)}t%8>^N5lJeP~
z3ANb2U9SOBLm){+%~r9)cvKmpkjMSIAsCccVPhYWD{l)(j9&HBJ3WtI@Wt`T?<>AC
zJ}A0*J#~jSra!@!8P-MR9<6q|0#4H|XTv6;Vo?jA`gWy?((x8C4Lc$?NuomiO8U_>
z>WmG)X9@y`4oaId&=@aKxPLG0e9m^)-prDkLU2iX6u@?f6AcKrJ<)av3v2eO_6eaW
z)I4iMS6-?A6?*&ZoAkP0aZ$zl)0<;4-ofZXOUcbC-0>3wZEt@OL9KyD*D*%kCA@gw
zW{ncQSx7E6mu6Z8nP@nvvSoW;N4JXvuFiDxwgdMiZ`qm?NM#TX94|=fGnb}4pJJb%
zEx{gBw`R_6jBrQ=iI#olhd;04NR@UNLY-7?snj(rWy~2wC=BKu@W<!`J4RM}avXO}
zT)dhjcmH1Mho)a-7>!#$&+Q?X2}<nt6(#RmR>M&i$ryIobu7z6gtKq<q>HivEL70~
zrzeQ<oTtn@?piX(!yFh`WvV^ZvN%oR&OP=pj;Y?8f%;pxUpd8&Xhz>Zf;qH!SY$!2
zXKwUj%~wnf<9$|-J!RPvlKWoA-yxwBU12f-47m3KHc_B#hVCk$R24*RRS2Q7YWiHB
z2~nRq+}2(O#<M|=Z~X%AdJe(rd$stbJyBZ%4yoN-*E_gvmGSnrKz{kf5u2H7J!!h_
zd!&~uS}O+ME-yRwU>2g5MGugJ3tCPy)VlZS^cgqW{{Zu7iEN3BECEYvoHR{Q5i;5V
zo7JP)n{Ri`>9tFDx>Zj-SgIM%F%aTwVjLA|pT)bA%N<Y4;LY0Xp8K*1+3g~DJ!(DN
zu*GDXq*mqn5o>zLp(HEY4BYO9&Rmhyjd|bT5^Mww%*ikDWUy35HO6uj5i3AtyZm1R
z4@>X^U0(*z8@JXXSZ0QnBVP;T_!X6VGJ0ps&^g-3WcLYg?l+&#lQPUY_VjeSa;gOa
zg1Ai=V8IkmTnY@Ga!FfM;ad@A7sqgUufg}R>x)oFFP>89oDI1)zg4NX=Pbg|^@P?u
zDYnzR-Z1gsH?|Qca<Ckx#Xm9;i?caTwJQ*>Zy_@uB0h=f7Q({b{P!&`CdaALUSaUe
zS6jzfDqUf&#qr5Rh|wZ$y96`13l^B4IaY-jpY^-~@^Zr|?xt?GH{5}R8FxhZrjJxY
z#Y66GURI=T4pVE;%5CFUpNJtuz0<2@|CX)Lw8r?jZJU+yS)<Av%R#;KVG-$x#vt42
z$vS|DLmImdu#m~yzW1trcRGyMn^O2yvfYN^tXTd)OmzNT_h$716uSwv$H1PmP6cB+
zwA~4L)u&~%Hg#4j#%NZ$(j~~U)DHvpd&!-t8FC9Qte_F%{u&8(+pC_Lcdu%`LL60G
zES4?c_9=3%9`<0m6=sX!FcV7IRDig-v`|I?Kyey|!;-A}`7@G~n^@w1EsE1clQYU>
zJw44ZyPQPY;|A8r{wny%vC}4}I8c<pyK~#nJ~lr`w6lk*k4OO33Lr>inxMdtONB0-
zN>3p0>cZRspFY$yP(9|-BqT9<ugAtIt52_f!)sgumOHoYy}I$~1|4h3S9i%d;}WB3
zykR0&A#CW80?p9li_EP&wZ{p*b<PI}8t`pY_7@2&N5%{LWT?ZaE0mh<@=y(p+W4&0
z>Kaw*gQ-T1tpt&)%_7<Nv6Cv&Bt*<iEBN-%-eT>UIU?XhV5fn~LvQ{9I3YAFDot!w
zcOcGMMgj3GJ&G>d(=(yV1s?}G)>m?lXRusoa##SV-ZYVqqp4A|(NB|_awtYK-K2g_
z-ZPY}mo7FH0D+Ui@IIG1p(dT;9h9vBcM`!Q06yw@|Fa6h+y!7n;4{CFnM^$&NXlxu
zty4LJ#qVZ0W3&d+kmU2<i2;4t52n$AEz0(Bbf={oD7E`+KH{R2a|XYZ5TJ-dh0y;*
zWlT8~R#qfu-043ZCKfYT?$S~Jt3<D^-6v|iQ`ySLYQ+B{Ub*6rty3V9Hj4<d#J;81
zFBhSA%;Oez|4n3CM*f6B@L+wEsuM~f5b+CxFoPgX5%|rre_vL|qKe6{=MOwrsxF4!
zAIq|?@D{yJp3_Tb8f8gfSUPjpp^fIXmR`+&vmKne_VNQ%BPj)O^HRAAS*Pkd?FRMb
zAKi?ka;xqw(yYL(q)kE;l7P%j>KaJ^WQ|;uFWOhe$v#v#tu6qdk2p06oa+W~1yT2l
zoG#S8=Yg0RKB*Hrez$qI7mk`Ia=?eg(FF1aAYMO;p=*7)`Ianpj9y{99LW6b)G;|*
zT&wGqcC~FUs+dTzYn`v`bN~ig<T|}V-dbjJj_bc+)o?W$T$yp7tEKpncf-)yi2z4*
zMJ2<7JKp<^vrA3R;h3lNx9{~oZc5ktYGFS6+%~{C%Z4}%{x%yz=Q-K`E$my)+v#5A
zrrCPa^b+Xu@}eLBE^hl3sOo(8uF^dN8_n-<J$cR$Yc!5DSqB3ZMZw<P4u-0P%qCY#
z&v1a^D+!SdD=fb>KG@JyA9+K62q8fv7ONqEH)|oi?yJdL;2^5F+8_Chj-aN4`yC&^
ziuM=PbT3wRFS%zQ-%{?b@(JZ#f#7iZSpZTUPtF7OZ;)oX!zBYmlet>hUo2NT*BJwS
zE`gUmNw|N7ryeyf@cMIE$jjMFjZb|(J+o1lX+Zi_e53j4{pDJd8v8p&r<_%HE7_kd
z*ZHv<18PCUB3<@R>WZCzA=N&?qun2>{cvOEEQQe$q^x0xX>XAJ%QflsKR|P>1j3Oi
z$-djKcE}O2Ro}lt@)pAKo3l_7)lOq+99DJD%;@b-SRJ^wRLBij`z3PM>?y>9KW<xk
z$tE)c9m2*11aFkHgF}GPqn6(oFJU#9mmy;UTZ2|R9;(GJZ|MBUbS<SDpzB@t9Kpk~
zh|0bkIfyNO30>uwBk`oXC&l;|ahc@XBh{`QXI}!FZ4lEuy%HU-c<(fa;^p)s`!vHf
zVeejuFHk!wnPyoHl{(k0gtU%KkqB0R_Bjd;)#hNnc`s}4w4%sY9kdod7ihc8b<G(z
z!<MwFl)Y`~7oc`n<DRaYU&Z+pl^jRE2sZn-ZA}2V9&#VbI3XnBsgI(Q14B2I3{1Yi
zG3eWsPBi0}r&$If+68)*q<T<`3@?n+CC#M^H|!J7M{?yUy|;(22*(Fl_Hv)K4BkdQ
z3+Enu_im0(+*Vi!WOpk%c7+j9#<zkVte{>GOUgikx%c?z-|cC#`ArVcXC|3g>&Kf)
z-%50Uc^%qj_U{GgJUkP*)f;8*?E*($l(qg=C0W1=O4CXz_0A)<K2*D*Zd$_{MAl3g
z+UXsv$oJ%E7>6j2=Y_gLa1Dl_j(%WG=3P(FY}rHmf|*J!An+1xfUY|@kZA2vN5!(x
zNo}QXyWMnULvNiKS&UDYw-nV5!EuWZ<sIn}R6+q0lL^x+jvg{*o5;ML<1UePJBC|w
zhhXnB0anQ!66u;398?BY3F0J(Csl(ncTw+N2{He0+ncM+ujno)*vA5|()9m&*7J0P
zkA|s-ymk)|j|~%<g$j_jU=UTo$SySy_%<Jpk({9!|16QXmj)6+GyzUr%I2WCJw-Pd
zNc^JCIm8H=2x%z(sq%#NRx>G;IyB7{cHc0{o51W;wyTN!c}o9FdL-`Uw3*=$!K`F6
zry<$z^q5&Hr!!MT$sC{*&Mwx)FUPx~yFZwYoRH3?d2!ayaBy*pCD-zU0L-UqP0GDY
zhEDZ@2ADIRQc7y`@!!FcW5ee64!TylRwH^!bjQ53Tg4Gs0!AYWV5Q_Z9p};#xvt{&
zHB<CM=2(C>_LNRMi5#nC{3EMteQL7YQHQ-DkbGzDC~$Xs89PUxskAIS9{GAVDkIv`
z`GCo)Dqq!laose)S&OnEG#(~a*Qo%jcPKw%>TT33v`g+M7};{$UN}64<^=F9lnjXx
z-VDfOS>hmB*2!?u*uLOX9sTrJGOb#qX~QlwapMN!4~t<S7|AW`N9KyZ<+i(Kb2TGk
zbaKH5Gg#9JbF3+|bj!bQPc>5TYv%qL>C)Egsi-&MHxVc8fomNWus(rA#JzO@5v+IN
zeIj?`UXT8!;-{`S*AmF%`*&6zDw=eBw;I1nw}~(r7}{h(VkYFjOhJM2PaSVNzx`Xv
z@;KVj+qn6<NKz@xQrpdX`?vc?*)}Z(^9NolMZqmmm&YxadG3x1JWcUhU^2yxSm9+0
zcob0rj)kB3{%4rk+05eLTY~qEjBOt$*d|D_^6c3@Bv+%@o3*G)MBH{6D<!ItCpFDw
zcyknJr7d9?TB4!yJy$kT6;mxTCc~;v&Y{;&=XCm;AcP~db~=b_kV~f598JY_Lm|uE
z-`9p{Qc?DNjtDZaut57w##!(A0&Hl<=lT6C>s;NAS6-CgkWgFu+w{B6p?bjF>nt`1
zSyUv}J%=US#wEy$S3ISW!^<aUnIxHW7YY+hDGH%?ZRhb=7xz6br>VE>Uv9N)o}Sra
zEQOln*PFVU4Y9_8AYxvLkFJ@pL-+>fmWPv*XBsOaQ=~B>&l@q12Eu)##d2~<R07S!
z<L^cqB3_W+ocJZd-Gl3O4<aF4KtMJ6q?%c;qa13(*6Y6x&nYI@j}G~MvkoSdxLjx!
zp~?*zdOgz=FIk2#Pb$l0!e!X8J-^{qFFq4%U9S1_)Tz%Zvs{}jm8oyxSTYo?(3J1w
zs%SSJrlVKtMbD7i)qvO!3wLky845__hKnO%<zeTQ=MP?(>@bu|Y>zf4k0|S2r<BhZ
zQ;u4%#}4F)f5Pz$(zR$p<;V_ZHM#@!ML5Z(a=2x4W*uIA$+u0ym)>kr*7@HP(m_bI
zLju<%+LPBV`j<=W(aZy4Tus@AkPR;XASnH1m;CZ9R6=rnq{P(+T8^aJhanUPsxN!^
zFI#@!)ckYpw6@VPBE=jETw!*qk9)^vj^7wTBNk=iO`FG!dRtQ(m35oXm?DVc#Go&!
z&7I6NEzVCWrPL<7amq^MpJd{GtcI+0-&O9rUe$0>K;IiARl$J@<ZKs2`ZdF?LSW`8
zCx^?BG<4RbMbwr>f=iJ=fq=xMwoFSd8>s&dOG{?|@oB!23O;LV?nN_XQ`D=)4<(xd
zH92KYn4=|A+Qd^J*w7RaA`RT+RzXwYyw~O-UHxJ!7{C{4>O#)Kn0Ot6pvD0a=B&L^
zLP~Oql`oJJo;uC->;P~>QQ4ZhOI?FqU;wP+y%SG*=XWGfmro)p+HV^8WFa#DxVEFH
zZJ3-nWQ-E(#gko#x3u^5oOch4a@ZGQxkteUCfI9fbi~^59i^F&YSN*|Owh<J(dj*p
z>@ilm3~ooxb45dyvcwJ~SyUw_R_h){7=}ezjR}M%>!oUa%1M^cuurCw)awV=mQL_X
zC%Umrw;N&9(>k?GzT6r$_1S>u>xJf}cs6{y*4)G24j-FM+@XkEb;mJb{$+Lhd?%7w
zlP@pv7g@JY=frWpR}yTJOr7WE%Q(20r5>`ru-D1M@2Qu%WM1TaQf#|%d>RmEhl;$8
zw;Pon(*+~!BdI~rd|9I<K%FH7TX+I)<HNO%P?*oa%)Q9A+--fzyo{$^50*nMb8IeW
z==jXXnpU9r8Q3K~ou&`Dt{fDPFtKtp@Hdi>TCWG(DfP8$5eGg7x6Qk)ROgi-$(Gx&
ziLZq#Ft${A)Cu<U48CVp=cma_$$Hr?l71RdHnZTsu*p>}oKDK)x`CT#4YkV!g-b8<
zzB@>UrrNIB>g7wB0?dd($Me5=<RmDe<6V0xu6HOKdfi?vIm(3$QPf-rjrTD+Ne<Rf
z_66w}2J0!j*BBBcbwLWVCh>sii$K-X!O52FXUf(Pb)fLid`9rcOFy&0LS2ojmp{x<
z^@gYw=9MidS%}v!^sM)Z`ibNNH&^)kM;8=53kX|!-d|rvPkFm7nD|&@og_93a_x@(
zX6ij$ws<qOUk|40|5R&)tp|<ylIUvu973^aa6r2pRmB1(OZf^u>x_jXoaqnJ;ff%d
zVM0fKv+^}lzTZ%upZN=@fb(TDK{nd3D(<K9hJp?XS`~Vk;EH>Lb)cW|^*zaqodtU1
z1iu{yF)w2Ws~tD8F{i4Zy0BEKy;J;U?0b@BN_~qpmA1sA0M8sV7yl^@MC*zlrHGCZ
zS6N@Q6f8oGw7t?eb*zD?m-)cr(~s}2;vS$LU(b~%fx(vDMvkRvhyWp7@^E!ig_34@
zjb+~4Z?b(M)6W31PD<7zR#j@1Q#cTA?ZD_Q-0?KWjqs|6KA)cZD8KRbVn=>M+0W0}
z+3Rp=725J4X{w3Qd7y5TaJ8>I){V?N%>^raZ>vJGQrJRpH;&m5WdNX{bGn9e@!GB2
z)#ztia`IxyC#(47l`p6b=X(k|Me<u@r_hz&g219H?kG6=SUvG5or51Ym1G;0Bb4eK
zY@P$Y{%u22Fz2<4buf^Ur+n`}UF|FCHqLb|lGLUV3wk7+JcwBPAAtAs*6R_KsEwFS
z<W9+y`YZZ<NV($Q9et3F-?Cq5xO8I3;w-|<kWcRUF4RCSZI1frLGeylfA(k)(VW7;
zKjk7xQ&ZAE12=pWx@Pb{fQZZ|10lUz2+8;h#i~Fv18zBpQOxM2&$Gr-!&Pn1UgI59
zq@;6LfjCvc`I}86JSH7)Ww$S;ZQ|vRL|Kz<UvdIfxU+^0z9St62-bg*Ki<xw+xGOO
zQyc0HxCy!0W!$;59sDP55;cX9w^UNNA}ZT*wiJeK^#$?IRNqHL>#e66?Lg5pH@of<
z!B@#TE&)rQ3?LeHl-dJr_DD_{SyLtL){$si)v%ftVVe21waN}!;*~vVQhwGxR<!bk
z0*jHNpe3nnZ@Qnr3Fm-|@N4^>$%q2I*G|jgU6fo!kwsiPxkdOPMt)gdDV)4p2Jl^?
z@KD_V{*Jjb71J{&_IBM2BpVo*)fHaKdqu-AxQX5#_dSpe|KeiZf=XV7s+|^c{rOo?
zbYLF#Yi<p}MsgvFSG2dDYBWnX@}_<vN|r0jx@ZEHPOB|E(UqY{RO_W&XN7qnJzakN
z^(Vcyed1+hZN%Bp!6Nnf#Gz*$@#uB)G>&;u-IM)7mn8j78L7Os`B~h9Kd*9_Cl`+<
z_e_E~{m$6O!(~$AgO2nsU@5JBwE(#XK#nOJhcvfSBYxQ>{H)vlXLy+E@50)M041Cm
zghQSXf#<o_F??bg(=Z1GI@wjYl+Tp+RqJ$-J>%p8@YjdG)T$<~o@Q-C(`#Zbw!rC%
zp!USqr>w4*g9k&s{4ogE@+dbr#{<d4r0heO06LXB=)o+tx{|T-kjlgV{2S-`NnhN{
zYQ=~_5Vbc=UPdIeOkBetQ9bP9;G?+g+<S`7_X4J0?Btj>*BC#`!Cdib-76kHTJZDw
z)8oG!+6A`WPjiBnjV6BJo5S7<j9_j_gAqXnQNV{%!Q0P%c^QBCG&3krIQe)=*v6)9
zC4G^q74~*s_KsRaPd~i+39_a_EV75KEGUO1v{>u^8Dg}(_SmAqQy{86=IC*apMFB|
zwo=d;ZS59XcvtfawjJPQErY_MhbvSe5XEscFlChMBTqHbwpSJ5(sFV7?oe0QUynpm
zKES%-cbcMJesgnMM^4SuJ8|B=%v_UQLr=en*f7P#zo$PsO8JU){wHm}UpWvC#x!Uz
zn>~1b%`+Ssot!6<dOXsK5jz`ccBlEQQZ|EI76P#q|Gd$E5dSIf_R+aw*=#1}t8gTI
zJLOT7`za$y&@${XM@Dv@V&MVO75!8I^sA7uZXRM8kYP(<-$kt8@cM8R;jub<Vb$Y|
z(-Yq#;q^OqXCxNeh?xoT_dhHB_dO8sslNJX-PJ01$vwJW9|e=gB}{Y2=g#uzUlw~~
z{o@V?5HXQd$0yqKH!xh!XrNe;*R59uk@ai%e}JR~Az6jc+35#s1C)ErpSZ(U5Ckt!
zl!AUR0~7%Q#hLFOX(j?tvsh;I7)CkAlj3HLddp_VxM`b<xPJUt91QP~PBl<U6Sdlm
zDph|5z2H>2i&(MCaruyzdc{g}6vlv$ys^k`8R_NoO6O?VaW+tM^0Lb^Z+m->R(&-#
z-CJtzPB*=-&6|+tkvKj>W9P*_URnXPCb7CUyE{Lg5vb>0bMiY$0xZcgkEnr{yUmg_
z2NCfE747VJq0wpI7?yuV<;}B`<z?XUfDO6{A7603rX}0)VRFo{W$3k=qs3iV=DM<{
zu-8+B&;348KuL*dhgUPklC56iwJIv=9mB}NN^FX*Rgm?aprF{X8B#|@is9bF!j@fD
zrJx0=IqXMdHR>(Ztqh4v>CdyiWBk7Nl)@=JuAJBRV$(4L>McivFa860BE<;<@zqBc
z$=)xrfa}|ti%#oOq5YY!eQPCG+y4i^)GKTUj@686EkMzUQ4j)EOTh{{k&KyP5ORY<
z1Vn_6l9vrLFf;uWs6G=>q>8>Wa&3xV5oDP=&F-IE{O@4jP*6)M7xLZ-Wp0;#8?of|
z;Z5ooP_7p~Ga5k^p^3{w;I01&|Kl*YHBozZd0Y4EP1o(-#(wV+y}wTsx~^Ml{%$5t
z1~eSs+OD@#H`wlppWq&z+kytsRNU*ZLA7_*QaFS4ng$Uvuk!D!cZDwILOwdLVuUSy
zbOw3i``N%&9Ik6WjE0F0t8hL4^V0g=5?Mz1lN+8Aw<U`1m$tu2u<T^mPgOft81FwC
z!@DZ8D{SIFb|VL$Giz=&F<a}+_ypY1t`|{l?3(c^pDzZKPZ~U`g(S&KwWd_YOm`w?
zH|JWsEky_%Zmwf~4DK`$am8O5a&?|L-!Qj9m8-;X?kMdXr>>BhN~e(d8y6*ZT%vpo
z6>#>N2PUoqUE1O)dMU9J&K|evVQVrGcd!07xhH!iz)1QQsD8wM$gL;Wp5d)ipiZ-p
zUWt(lCjCt9QFW$As6=LgO&8`izR|w8QT_+`@HAv$YtHSiX_ftV#>I0VKD}RL2inms
zzgEl^P1?~uy;q);>+@>8Expto@b=Z~G=Z;eA5xD{sP|8B`UGlQv1oZAIrxeYJn5hO
z9}o5CDPpvtPk>P?p;(tZ@pyak35T()39e3UcxOS<y|Bi#h$aGX#?6$UtJ4+$-~(DG
z0upXmE4)oV$L-zr$#DwWuJY5#x1*MF34PKxU^c(I)=5ow1%J!3pm}rJm+`=#@k11Z
zCjHfXCRP16-B}S$Lwr&B|0~j1?Xz}~uW7$`;qxC-Irz-u`Blx`?hT6<i-Vbv!D5Ed
zmc_HJ@$omm>s&N4`kp#>)Jj0C@Yt=WVDo0T!fy$`hpQ&OJSM)wK`d;etgBWKK(5gC
zCtj${n;9CMGr$#jFgN(^n;`c1FOCVpzIX9P@BzU5Gn~%!aV&-jN~9@3kk=Lc_~cgw
zO;4A$X9lngSElM$UoX2=l*OB+DWUvI1Chm_wd#NSLxN5OI}^s-$Z}!YWY}%Mjj@^B
zVxovPn!i^HjJPxT{1O=>im5T5VLP{cJY_}zFz!p=hoS^n%xg7#@{!&<B>b5t(qUp#
zOlC(OArOJ)^oEbQCU-r4TP-8M)e|>;QL0tLWjW8GGhjxeG|=ckx6|SAhhS~H5iHK!
zFuGh~KU;%IVMM;h!K-x@RR4B@>qZdotnZCComSTF1ptiQT&d^mUMk!aiF9xf6lt;?
zZ4xOG!C%Z5y^(V|HDqtT`-Ug^?6oINMMN)54uAP}EGhMoikIt&899aYqDni`{2%5s
z39@n-4LsND893**Vus&wm4FM=f}2*x;pU?!JW1<5&XqSw5L0^bKJt&9Ohqte%Z~78
z>98Ix{`;d8(xAqo@wCfcv9OwRwlU3Mn-lH<71*b|vB1YVLfQwaOZa$vr(Y5G*s@su
z@q;d=j`^3I<U`?GvZ|);1`UkF@OtL%%v)Lch*W+M$Xj_R<hy)EkvGmCXL@w4H_y1+
zT=mj8@+xaD+WpH(1bGgX$D4(-!9%Zi_2UsOYr{F(7m&2!HRn~j1IKmGN(D7r@9M3E
z#nJWOi_rS37ca~2@?qcAL03``o#Bv27sKGB5K~=O#lfia2b!B{5MqA#nLT&mGOC)5
zSZ(i>tmp6}FG_R+;tRGC-Ll8x|B8uhIDrA~>20#pSBR@)NbH_*th1j(;{Kr(iGhmC
z3X_LjAXP9GM=)<R{=nwk?ep);|1_6DA;q-+wqqKzZ0+JTV2FEg7#(ck={DxF+>(-9
zC!Pt-+bfEN+XX}53f%IwhW6%Z(<6W$NuutV-S-T-Pc_`D{6?gz2B?E1u8JiTshWYL
z2$hjc)ZoH5>)Yk6@5#`VhFJgq+|E=_<Z>q2Kdp8urMoCKt*@EcuMpo>_5?1!v9m8Y
z#TLT}rVQ4Bp^BQGZ)6P^WBX9ur&C74w_vd)K4kYI*VgT^N8Xl*K=RL7!lqXuF9c74
zI%?=C&#aQA5*%Vg;*M3jUf3_FWPRjs>yq>Sckk%e-OQmJNF*$MEbQly@%09WIF@;<
zR~;NJo!QR@_Jwnq!3{^?WtY#L!wBA6+J@CMSgwRVz2?E}D(1(Jf6IUsTv7k|CGfc~
zZPwqloV^T`3Xs8svgAT4wRVa%`V#X;zZG16!-zcoK5}Uh&b>8yT7dU+p$j0PS<5d{
zB2HJyWnBCaWJm+iE^SBAlZ(<I98l2Ndk3QP|G}tEC0{l*s}trJFdYOTs?J|Y`oYB!
z{$XSfN#H;~cdvdpk|B}{J_c_Y&!*Xs#03vKfVO<W@f)=o;%oe%pltn>=jT64w_;BE
z#L(#UQ<UXNC>RN?q;IK3^OFtsZ#o%3oEf$~J?oZ^jOl$QW^Or7hdG-g%F(I|qAh@3
zW$@Jm&PoOh<owEbPhmPwhpQ`LBiKqn1fb$)Dq`Eb@OVb~$BwC|c=5M4V<6K`G1+?2
zj-vt9#%aZ|(%);5E2j)M(q@9Mr;E38Ya<o~IjH^srmU?gK=qhE2Ip5T`%0xIQ5Nmv
zu2C78P)9?m1QM+KrQ_eG3A)l|<J}a-zo#c6Xw3HrxIXJrRz(Hx0K5EfAztrYjl@|>
zb-c4PsyJ)qh|;}zj2O2#(_@s|`8G8JB!_hW3kz?SNzl)~)a|<r{XV~a$$E846uUL9
z+D0G4sn@RTOPH1*FO(^l@aCf=Th$e~8_M3zd_G|$`+*}%jof?|9vf=mCLmJA>~~r{
zpwXy|z(58|K3)&qqm*`DBMCbT^D=NXcv9JRU_!g%5d|_<S>Ai15cIQE^<6RAtB=?U
zzW)6|3aE^V`xg`ydux(`>2#t$1Ge9szW!vd!8*k;$>E_BV;}_@%9wh2$2g>d`6avK
z&==RXqS44dW=bHHBeYGSyMC6-miclvRXmJAhN|Un`ioyga(Ee!_pkL6>|OB{d4sG;
zwbPV80|_$U20sT~*<I_hn=^D6RL*`KP=E@PzCju~c4oAuPKS90CD;ErQt6Mnr+O$C
zbRzN1r?;5Jwr;_I2Xg@qz|;a!#$LS})^#_h@)=||v{yI1E=?EW^iJ<%^K7nRXkK7X
zFx$asXJ)bVw`9$x-=VO}0g*6@^t|Lj>-~nnt++AY=Sj?`KB7TyU%=1%v(#*{{{1i8
z&)$qIbrKNbP6lgG-*_MWs_3h9Y*rs_X5l53J&)n`67S+^+Q$-Y6&y;SYuuS1hxFGS
zz+tM+DLhd0%^;L5zlf=TG_@oY`Q!a5{#cw2*_A|6eg~@Ou_W4ps+MeRTYL7oz7%aY
zCN;Rs8*Bx>Zr$Jh{%`3t)>Yae3;OMjgtV0~NOPkOja!`5(h^Y|!7<Plrzlk&-mYfh
z3Sa@^+;fkCuvMA^wuF&?A=p`tyIXUWS(qu}?WAJj#~@r@vz6mL(ef`auGB;*w%k4A
zrnl^a7EC+dM4iqYZ<$K0)o4co7h^6owAA9p?(u7Y^WIvRSM%O=0PmnF%#L@iytm6f
z{j}SBsb`Qe>UC!`W{uiYITKbR*s9x?<(%GXZWZKQb03|bdE60=XNiO`2i$@c7RN;w
z(X1KeDh6h&lYgXBkYAoq#_5a~>QxRBl(o2G|JP7zV%<AbzEvBDZb1wv_MPNj4vgS-
zuuvX|uc(jS61o~e3$(i%PN*W$PHxmZuzr2(1j+zs9(x_L*y4_3QG)0lE1jXchBJ>s
zki?YaE`nXYDi`SE08#S5Dupqi9-Hb&@xew1t5eJFAAlJ=c02<7)BIDrJt%qMhd4(M
z3q`K+zKjIsuw6QcK&)Vv(W?&=wM~sSRE)14jwY;0o9-_h@-B{^&xv*GZg0y8^Zn0#
zT#4xR3k1nS?ZWiEdXFd-*0-QX)8hQ!;}O>A7?7Oz870CoUi;x0`x1{;Ne@1*=a27^
z&*qO<4|69Z4ScPR+76B>Ia~W%mwmbqsw%py^C^ldUv)AbI2{`MYQ-Bxr5bGadZs5*
z^o=FO2mw{bsguJncD$7<YkdV>44YFB7RO~l-8fEg8LV3}g{#6_tcRn_N<Q!}I9MyW
znkNA4O|{`2t@Yy$4u?7yuAcvKi{`qV<C;BQZ=Wh{<$88x$!qQYhORbgbV)<a9+QoA
z1O3#fJE07SbyoErZ<2A2(fxhbGYCj(4_%%6#R-6p8c<o4nX)_(1sS^Ej+7qn+%um_
zmQ0N~)q-x#2gwsc2xOUXjlNQZk|fEr^Lj3%j+E2V5wuN=r$|})GnfiwjyJ=J*oA|a
zn~;7HUKlvZp>saW3OCItn-U)SO<7zw1y*)du{QB7d&}-{((-p?P|_dmQ%;giqW<Om
zDb560?h#G8(~0XSF~w-()XvYI9kE4IFJ!*jQL_B|KFdtdR=$Jy8(eDgPV4+ExKd)}
zV-UCuo}m+=r)Fw3&U_rsW??g41-4X|64sT$%pn)Yt!Urak-FD<rwuy8x{|M-b{&N#
zy}St48+7|rZKM9oQTO*9iLhV|b!?GX2J=p_fHNA@0IGsMYKFW}_-Ov;`ER9r_CE@{
zeqNa>Jg04NYb+aSn&ox@g6|3%`??a7Cgzi1fKnK$HdI8HhA9GPHdkHJ6kRNzr?v!k
zJrpy%`dbv+XypanDG_3yQk+<!g^8SQb;Qvt-xB&(@$^l?L-7>i9tsZ=oY0un+nZ?@
zK**-rlX?(lTu|Hix>;8A(7IP`Oi2p`Rki_l3ud3!Nai$4Rk9NJkgu6l91GnhD>8z-
z&R;pG)u^37Yz8aT;Mz@dfklw5_xP<7d-zIeu!*!6Zb1K2SO9CkzKI3VFqU>osSgki
z^3)8!5{vQN%5rlKSA07Dw5A$a>!$i-4Pwt)t)5eI-aR?@evdSJ*h_e=r<NWc_&j+e
z7-{mhJPaR~UV5HhTmEd+D<h|U?vkr%5k+ns-9abkSY09JWt}yyx#x+f;b}z(89=+o
z9XcrDZC7!_p7x<H?w!3^L~5xR-gd~1S_+d=wZBu>p;}-WgAjKk%{Cw`86=PMSv=P*
zE@bovmYqBc#)Wq89<IX2Nb$L3gEV;}XL2npg{d7ga0<K^1N8NacXOfjkx&4HGZYyV
zZ(nqrs~qX@q*GKHfpUNfd?ljG=mNfcQ*KP7dZh-gj^4$S?;^~19+D&=(DIgbpvf0|
z%{?d5W>6U>Qpo^~$8raW#JG-B68r3;LX@?=^T!0IY#zxm6$8W=$dSx37vS<VLH53k
znU#`rGs@jAYf$6rc?CwBO-q&`Ucc4a+``5v`MT$L89<Z9JM~}hY=&Yn6zSCVE^3RG
zkaYQ^lWT}OVB}(s*4TIWiG0>siq4V>f%r}c(SBv?>7#3L^jc@+CeS#AJDwI8kfP%0
z*hQu8qzR6^6#1vo4NY*|e5m`eRxz;vQT(@9)-_}_SJ~$GE>L}WUso*-7@W*~Nl({A
zX9q~iRe_bmi(A#8py<mKnaF2p!Ph-qK2Mc6s4Dncl$#v6*~(ztBf$=g%Fa-C{vf!&
zLygu*WSGwTDCrTX(73rY`azw)a7&)YO_0JJB2yuw+Vm6s1~uNs`7%t06=1zLnGWZ+
z&XCX2%ZSCK1qS|o_V2<$mDeNu(HHW?ohL2Hs#aOiOJ6Zqb3SKA3^=OVHgb^888}=q
zeC3B{@GS8m{KZdr@koX!&ZS#Rry#`&a_6+3ln@6MU=EdSq`dR3+k^}Q0f!Bc`SsT6
zBVY9rh1TC$DRp9O7a)_sX{vO24P_M12hznOAcUqt_{_uk5|}IMTeUR2#|{r5pED@0
z2FKdB^`(=7;#U+aN!L%To}lN9Z+zw*_P&16bJzYM|HanovESJd*Qz8QW6v$$efjw8
zw_xb<v$g*MJ8xp<*S!g$i@JkziW41X;&i-cZS$_q8SNlv##d<Zb@qNS&r<@D?tI8Y
zgHRuMO%0#z9J+7ta`Qi~frA~|6T<?(g~#{W=;J=H(B~5mUI&=Eh7}5CLZDX)Qq=68
zf6O26DvE=3BrYavE~>4-^}!ZgpoA_WeDU4g*B7!p4ju&Yambr;eQX@|iPV;LE@L<s
z`i%hI8(_}^{=l*)Y(ON2!6CnV^#1ftTyyaU!{gCPnCiE=c;v;uflYtz8{f+AqwsQY
zN3Wa!WQrb*jIJ#B_a3{$J@J0m&VIU-b~dTmKxz7SCn(Gx5&!!||JSV6{)G{v$zN9v
zo?<NqMbE-qci%gm0CFxpM42LQv3fJ#A*|uJVZc<2`hS%91&vylyqznrpYGwsO*RA*
z?DG)qYnCX4TYt7)0q--YS6GTTgHs%sqSursQJkJEzOw`yN&Z9EcKX<?AvQHc82i?@
z5=&MXU_b%CYvD>#XAIVdJAGbe+<)J$`bs11@srN-1OD<kDSIhpp5+x$w?ArZX@p;I
z0xDJrDrYToIBfTXKSm}P$c3SyUQNCM0Z(=FPU~j7b^ci2G8&baCn&++*tUK&Zp+Vh
z&llY-uBKXBMEvv#XZa##s`f7WgzPuGJYmLd$U<yMzl}8<BN1xjRC^F^WU7dx=e7ki
z820=ACC*p(n5)4C*Sz!&DnXhf?&c@=WAf}vE6i8zvJD`^k4KyjyQnFVXF=Znemdk2
z6?m1v*{X}XFRBcq5AFXt4a5KL41WwY+G%$#O?vJqp%vlHrzM$FH9I?QZh+PNxX_t}
zBH+hs><jlenFbopM?R+P_xwJ$BZ@QQhUdJs0Ex!1B;L->JJ?Zn7G|Jjp?yTheB0Ti
z%*>KU+mX9%UolDJP8z_RPOxR>{d1-#EWW%h=(=W7^*ESvF3t)Dfmk5xNTbf9S@EQu
z@8kZ*Ox}HG;bb037DvjX=OJ$jPt9D+`6tqic->vz&E~Z3t5r3i-`o|ZF-XhB{0Hp<
z&E^fSw%Zj8yvkgacCnRk#!!xcvxa_})@zJq8}YN2Db>CBi25ao=pt!gSok~ga8J&p
zC(k*>u1zDgk+Pr27EIfd9V*9&9);=hxr&c@3L4S*7#(V}gwR9vSizTj2lwSdPC&xn
z>)b-EG>6p;N?NsEqZ9*3W1V3jG~I#u%Wb(J)>TJOyhN>!Bwo-TeH(j!y=+DMyf2PD
zN@Yx!K0X_4us7-UJ<_F<Qz!m|*m#Z4l8wu8_sYRf?L8LDSnirPVHw|QB*1?)HJ;2V
zaZ$9P=x^3%Us@{+m;>b&F?(JKSLD7rgUo$IKHoY#baIRbnmrTiDjX^hfH~4|Ir?S1
zJPF6()Ehz<T_Im!124d;f`k<p&`{+1nw=Rr|9x2f({FM8w$(0RI}Lb|Xs(v6U1<A3
zJcc4N?$9>t@N?7yA&p}yfE4)6O*zK58dDmDj2Aj;R%<J7Cw0<|C-1+_aekuq{XY%N
zxBmg4HM*%$>zXxk{U+eGDDUW0S5eT#v(GW5FOg36H6(6J+}8>d7R+e2|DwLk*0t2B
ztKO1d_42(XR6n^;UE+v$*G4Y7zR+rhl4HEWb+>I(|4O5<<#NHOo%;EEWCT-Z{Xahr
zcWqM<zr}$)1Iv4#eOkMgiCBR|J}E@D-^rwVPq>q!;-a7Q)il2%*D(Yf16*vS-j_Tu
z%$<$6^RYLpeH`h3b!YjY=E8q160nglZ;8TZk}K^S-ODog`77=nSe>pYs?KbESHKhS
zC;~ApGLud`d9d~Hp~ls#;_l?%XDcnc50-FJqFCnlnIq%mU34zEGa2zvS<5Z$l`^<`
z-B5C+o`x|nznNYVbo4WtJ@CKj^#sd*r|hd|8oX{6tIbGIl)-gss2eywmC&e#RZm&?
zBlW1&5p^y}cV%wO=oVj{D6;yXXmCc+Q1ndp>79fc1eU;dOs7p<by@4mlWnM)Y-_BU
z3*l#Z+heaDNW*{&^zNz=3^Id3|1bjgbopYbs=wO0*$(NvY7=sDJn`?gH-*XQO5QNt
zTH#<D2|zRNp4>Cif*SnYz!%=#R1+|q-3Gcf#OSCO@YoGelWCr*GK~!W_m@^>@4P$t
z$yIMx`^;@-yE(5ZqHXxi_vfDh;l#-HfLm*t{FivTN>Ue!d*3qp$q}z*yDF#1k<LHO
z#wa%)=}J5fuki}Mda7PCuwB}avY=UW5wBa_Ck@BH*LjaX50wEqffQuxdT!w-4Wob{
zwe@FaRZb0_>LbkBfWY}JY4O{xyjM9TgcECU&@(sQc$phpf?N2l#p^yjYMis1G;}#M
zW1nM3doDd;Z<5YT8Gb$;j@<}N`AICmFn^Cl4vQ=Uf%WN>3Q`%@oFx@-v+Y73Sv8&?
zBnW`Z3tLc5GI-Gd(5O7XVc_WNpQ%d<QTwH<rQ0&<t_Jnvd#*9jOfK!;EtNC$)5J}E
zvnbb?(v{Ga1<PcjH{rk>X824ia3b$2-Ub@*$K^-$)-9!4Em(#{E-MT(bK{uCdcU9>
z(0#xw?O{zRd5CWJDzmK}rdtpiq4xflG)vAsOK{Hb8%Xex6#5K3>3K8LHb!l#KYJHn
z$pAg@yqZT43}>1ts0iyk`N&!Si2IF##)$@|$4pS$lFRiAJ^5pr4}HEp0PbsO()6hh
zJngTUw_=pdnMs*ajOjdCeiY$OjvVgh-)j<k#a{LdjEfZDj3kl!dTj30@*aYD6Nz7z
z>hP+XIjFqyg_bTMq3sN(R=>nEd#e@i9?|$h!3u4bY3B{f<r&w?4*u3K^!Z$9yF(Sc
zJqOQ++3DGS<|Cw{YesZ`ZjAGX6Kcm;2kWwrxz-W|=~caCh41)w9*NUSB7tMX{c+Ld
z0_Dr4+nzXVERI<Vru{J7u^@flbG1XSB{@DI-;J{xlW^+LT!EUSJGD!)S8#f*436`v
zKkd}QEs{Gjn^{4g@!agZ5XZfLCeCm?tK4!F!u`e;EdSPji_^qC^Gk!2@N*f9^tc@#
z3!w{%tzG-I{J1It(WRYTn>QCBL$C@EDW%l4$@FVF*T3_;5MYeoXrR>4hE}nmMGtb_
z+88req&=rwE7;(G{Bj{lmkM)l!P!J}7fE%jW8z9f3qdA$w?Q530D*N;X;;@E97>4n
zNP;%+n&qdD7f0VpYKB7Yy=e5FJ*BpCvc^a9*j```GKRJ*eI@+ZtIp=%^t814&o_4B
z*k|CA-TOCEj|AKrlm>pq{p)B5bNn*2&{dS+m}RgzCuTf5Xt3?F|H$N#4#cVS0YfCn
z#*>qD*0LBZXj4jYS$FDRnbd&)NPadKFuC<ny>{l^K!UqjjrWa50Uow?Q$wmz4ofj(
z<tte~vqvK#la~4)NmO}N5QgyWHDZ2iAC~Rm-u-l|@Oak>ImW#H>CiI11j7HU#=$k*
zPu$w(?`Qgr{&;e*H=xE>H+^-dMk0L@@x&<>dfu)MNk$d#PPtrxdSx5GxC^@56Azb{
z>$oHC<<g_fCqHs}elZPW7k_fVJb_zq%vOtA#`k}KGnps1J}P{GO7N<`iF$oJ?z@E<
zsGwoozlu&SsajvW1M5dxwFeqkP~+)+-S4s`;|rqlifa!w{BL8ox^KV27(c1=eK{FN
zM-;`Zrd3!HXIQg#k$QhCrFH1SW%^`lXDn+4zFO{iE4y8HNoC?>Ii?R-R>sc{I^>Np
z3RJmt>#fv85PKN1i&ll4SJmD!t15=L6~|_`)`2}n6d)fA6OvdF{abR}|AHQup4E{)
zxX}2xvB$fFZ;+w8me-r7=bPn`<<<2w(hw~;R`I&_->ldDnLWGou#%fA_2^oc?ev$V
zeu*yQ9|tFNUwCJ2rEx0V6j&)5E&4Z?VEd^v+6e}ccnCQz4R_hs`#Tz{fv%WfZ3(vr
z=|*}A5I<Y^^@JVWr%9!#t(?KVYZL98?6}50Q`9&FSa#iTD)J&=X^t>L3dTJo!0jAF
z)t1j|$eMtZVS5uudX0M6m{ll|LGBu?g<2Wfv^^DYq0ZEt)alQ@YrIonGN_@9;?Ho;
zUb*pq0Kq^$zbXUBa|a3t6DbN2p(H`r+i}*|MFp6Jlw4*Y3yVr`a0r`%AZyPJI%{fu
zAticOpkxD`L}NL@JqY)*J8#zkIb5oiqpf~!NJ%Ghk}w8w+ok{*8;^$wbk`)yl`ZCS
z>Ry#0NLwfY1TEF51bJ!D0Y7ypI#LEPfv^gVD(kDIXp0SNNlLd+R^XBe0RcqkbAmJI
zFhSuk;4CL$A5YMEY<I&I&5Q0d2rs=NP+~GNhgM69DN2+9I6_=jHDGL&9XUAb!ACDH
zHC1V7b`@?s*osI_xNbF3jN(DSY2c4Jvf34fi*IGbA)?xn*c&|*>Mt%SF{+e)b#f{0
zXF;lh!!zkuMcHZG)EvJZ{{U!$+*wXrwKRo9PwwSY<H|~1S{kZHL+*hZxuMGnq?+xx
zzC%-P`)1R%>C>W7;oa$BHQ^GYRhL<f9z}MCqOU1&M24fY?UgwwEh%nIM7Px8T7p55
z_i^@mdEhAu)WH)Sen$2Yr&2L6ZL5h?rm$*KVj<$%n^OpusLZ%fqO|)f?Yj|{l(K}Y
z*^t2r#>yvG3MzGhS>}P8bKBL*HF}o&&NuCr^yqa+(UjIx<V!H6Jecy(kbL;hDK4_$
zC~*L#KtwAd?&g)95lwRz+p0XwM`QUFs*rZ5gYA+vIp@_W6QDdB^L?QSM7mpoEOoG-
zX=FIuZX^#XJP}y*I+T86*7^H(TEe6gTBh1OkEGU_x#2;Sp(;HRy?)*=TCnL88Et4x
zsT6u8{R}AK23Do1E=WSbC0Q&o_)HxquPwK^#7+kqT2c@kpLz)Ji2x8}q=^>3qS3m|
z{{RZN%;}8Hfl`|qY$wqw6t-kLPkJ<#aJHUeOhl!|Txn_6hY&-EAP}Ie9vuPUv&Jtq
zEjrbqcfBt6vEFG2lUcm!6gs<58wIjoUHx=GdSw_PET=^275GbNr7A<{N)BbUC&X0C
zCftQ@*t8gKxdjVl7r!$FFPS{Vn2nO#lj<^Pv}-iF$`X*wh?Xo_sm8aa$at5`bLPK2
zFU!~!UH7HIaQiY;VzX7N%aaZcMgl4DRQIscnE>GoL5#ylNx~Z#;h#K66&JYB>o7^?
z3|e{Vaco42*V*)o3{F*_&ATS!y`eC=yS6m~?4jH>^t2lCnTJcR)SRQ+bKHIQl!l>O
zchag$b;nX0*W`g({M@p6p#K0ftebC`oVDf;FWq!eE!Yun%WAPelQFrqb*0%b*Hn6I
zbD=26Dr#IxjHaDNr3ah@I%j(q&A`RpE0GrL-)L!3QqYi=-DQ}Q9!eJ9n}*)j;?$6h
zZK)t&DMea%nB2edL0DoJ_HJ!M%Ys!M_o!9K>`tOgd8MUHIQ1g3)S4|v%UgPoOnE^)
zQbtZ>X?@a)vXV%(&8Kh-k4!Ptm!Ua;%VIK%fe;A<PLNb&jlsa@xu;!)XhE>)Qj<fn
z=`mP|3evY3k3+XxZZZ&t-(3!nh;+AQodL(DDjMa<d-u{GdE76C2C;D$3!2xY<z2`m
zZZJx^f;yhZBiD(WF0IO|*Z21ggHEQ%d&={we7c^iMpMoyDk^nUcj8xVB!D!N9+^R<
zCDK3Z3=*YrUYz5fZ(H{@dYNv`sZOQFULr`UM~e!l{_QGt5+XsBJ(U)oDrqh<>GP13
zI;LZ(YGt_a<fINp!sAOs4~X&+pqRvA=Y7z$B@m;$T6y`=0u~lgp#kMQrwZ^$2~rWM
zAONsRHw8om<?k~tx+Bd$4z(#wMuzm&qC!(OI$2@aVV4%;0ra@ybT-<PAuXpEDJsEA
zir(<=bn~|Ai9X%u{{Sa#nRDHU!mLa7xmB}j5gIHKryH4d(2-}=W;ik!W(@xTJ;LG|
z_Jq2YlHo^)D`qE$zHC%^a`m@ZFeKCI3#8U+wJKy;6-7*nggoMA(NR~oUy8btT|{L&
z`x)iK0Ii1*w%&QkPym7^{{W{yxxl0-nMvD0uE0lG+A$<;ZxuDD(POuBQ_$*GrqH=`
zc_|oKN*3yjNp6G>Eh<4$Tb!b@tu3KS!b~9X(a(4s&Xa0b)Eb3GOe;=pN~2zfAu=Pz
zja-n#XwjNWPa!P1A}nJmx7>{5?S;GLsohAxTES}9n+BUPHP%@SI_r|*&WiJmy(Q9+
zv{UOel+L5c2wQBhg{{VxTW`!U^QZ_9c(*b8vgCGav7}CRy;XW+u$@$x%6;jtIOvTa
zp&nxhTGWQsp&sgf=*Bp;PLwF-8iCB}WACrlr9ml3N#9a=2;WcWbix6sy0=j7JL4J2
z>4V<@4!v{Oa3k2$fHA&49W${Tb?Oe?J7<0lT82^4B&d*Zk*KSuag3aL9^3TC662BH
z1^i5N{s_4&zFkVA^875KS2X#7HWx3sXB4-)%{6&lF4Jk1neC*N3N^T@&2{`~jZ1xM
z2{y?9Ngxhn!1$b20FwX`dSVs(AWBYlBy~CHH#iyJAmHSmryLg<I#jZB0sjCP7#JN%
zNh9b0J-$3&wU73F_*mrvBh>l5de^*4U2G>)_Pvs-mn``=5?gu}8j*EW7)LU%s6?g4
z-9<K)%JNPZ9;EwNQi{2Q&s$oFbkX^7K;_>iZGK$EjVfpRJEn5h&5>(3?4|n?Z_SBb
zr`D&}>MS!E)F!!cRI4?txK^r(R+5_PsX}a!SI=Sd5`Gca6DFNxN{CK?P4)7$L7h*Q
zC`rT-jDx>IcG&*_hz{U>2eIFd3c`Bid{2Ln$4;I2yV|cLJSTG-REd1IRi{yuP~(&N
zX>rQ79rFW0vJ*<GF>~51Fr{JFS&3~#Qk)0Nd7xF68tnT!Ak1M?Ic3fW551D5Qh9}M
z%A+L-R_(DCy==d9H#xzbDtcWGgvNJKY<r=}sA*b~pE3D~!&J(~gD~bloO2%$inJpn
z5u7OZ#(p~k&~d7pBpi;N`u_l)IFwhfgZ}^!HYs^?d4Ev2AvCp*+BQq^Zy3sK5R|^-
z7W=bmP@8ihP5#n>1<WZSZ6QZMj*mokGp|OF%dzCgb;cw|eYLXtFEpattiH>MLyWxI
z(oo}WBrOX`N`N4NFj7<{BoWYqh{z*QN0^Kggz4?^$?K2l#^4eU!`G%e<Kyt(InFlE
z0*ia+Ve{+i2K~F|*B=f(DHsFd4(D&f*FRnt34jl2P||f^?s1fzy)m49Gq=F;oPAql
zoPoGKPeark<d5Py_v1J|KQ3dR-n+&OF3^xk7{)R|#s*34*VO0o*zwr5l#&XDyc~cC
zz&$|scPH}f2K*SeAIc!9vR1T}A+yy0or;J60!DO<bRk$sDGJ2HdB;7*R&$I1lA<%7
zozG41I|G~?lMKzsMugmHZ8jS8_~=$pbJshMo;q$f*l*l);KDlFK~A8h1ogr~h)D-l
z0aoM<z}ry=Q5$e}-4ar;RKXb-1xV6&$RB%PNe3S9#2z{(lH);cEVdhO%Lgh>R<(tB
zZGw^xRFthtNjWJ(ijF|w`}pBfXQ>wW$CodawTxJef#d%GlbnjTsFu~S%c}GAN(6X@
zdy>mB<;w|ar)yPtEyZT2U#QJ}Qs*g_P6=@gHXCiW+DD-)r^R=HUkO#dTgUM$Rp!LL
zUUTo1_V+nC0nG~{){*^=zi2fYV&_*a`m{2HT=vD=ZK%^7ev2ukrF6TRg!}U&Of?#O
z4;S+7sS*Q^Hrvt^w5d)8*pTsaDIr@j)1c)l##8|Jw-_fjM{L@h@cTuqo=ox_Q)$i1
z<b9`RTGqAWeDgP!oTKH3DeXEXK~xE|DpVTnvfb-`T(^xPV~kVSpxlngdZ8IjPJteu
z3KOHj{jnpBQ9Id=B#zhDc2}`ze~MCe-nxbU8A(-6#a%le+}uK+h*#1+sz)h!gGILz
zmG^Zt)h|<`o~FIZ1P;@)LY}FvBFd>6sp1W^%ltW&q2(dq(ut~RUE0!NP2?cJ$|Y)A
z8%mammC7HqT9<wJ>Am@xX4_n@nc)h9B4xQo<>xS{^%||wbJL|yefxUvti`G~UiNCs
zapFjf{1wQ9O)GUPh{^*lDRbBDTk#EA=YNELR&!6m)ppdd?%xl*%8PV!5xRXA+iKs1
z%lnRpQ@7@-CAD)ydYfBnn_ib~Opz8<E%nEa<jF9bb;PS*pU!poCBA;o{{Rx`<X<*q
z(Z6oq_Pjc^xjGG2199&fTxilJDyMJLjY;a1nACYotiYKh#6gbqchdP}sV#^H$u3`W
z>aXKJo}LpqZF5DU4--~xPM)fT-t}SnLv&aV!{&oajUp(JA-^6)8m~!(=OD#Oo^~<<
zB`zwH!g23oU6<`ky_)uo*zPx1#5+U6skkEePadk`kMXV<+71fZ6GdLGEk@yajwMl3
z!Rq*l@0e|eT&)ZT0YVEn+Tq=zQXTvk8lr4bq}HS{Op!?S9Yd*c+F?%fYXC5suH{5H
zT}WuHL30Yl{&-FMU@pr~n7qlYbMKqhO`l*#<@FAWLx(}K8fv!|vr(ATdy?a^WLoc0
z1!tIMOKeP_Q0oc(gC3D4y;5m~yKc2euG3}h<KM@9#dTiFXT>itsy5lUE5hEDPIjq8
zT~e0SLRu+v-;U)@QscWi7-mE9ij-S%)waD{N_#8p81W@lmkOnG^S;hh$g{nnG`MsM
z>#*Y#INL6%H4_jmAyHKEVJ)`camIsgsixgi$+zq8>}RkqTaKMnvg)w;TS19yTU2>e
zIClJs{F<d=jZ6^hS3Ie*tI%PyQLo5txw0cdg3LzbEyba&Z!JgBdk5L0*(&2qYkNt>
z8RE1-x`9*zI0pf9gE2(aFs5p>qll`jjQ%d6PCn1#T7AkF9I6!VDWyA0v{lODs9j5K
zaLPq8@>JRxSXE_mYMgkuR+@RGWx624Ks2u8r4<Mb2S8R&Iq<o`&&%G8Y}}RZZSxxN
zhg33IsWn!w%XOHqt+t(xw%KiMr5fF0T3rhYN|M`QLpU4?sWEZZ<S_iVrc8Z?P{LO7
z+;zmV7PnG>r3EWbn(K=hB;{%(<l~P?oU8jC`Af_DUae_Y?|Z7@YF%ymoLYla$~_)r
z1UR=IY7}%WnxkeTOIx7<TGkTaNN^Aj5YxwZg=-hX1N^p`XH_dwskf3YRwkO;(PX&P
z${*}iGNu&{95l8bW~Av`N<xa1&?qSZLyuvjak7w!8HrHL2G)r@jC0qmj}KOdXF2yF
zG9*}-+sxRBw)m*1)@^ZVO3Z044D5vK$Rr%}!n3|lLNkreRPE);%C&h5jNCa1epGd3
zuoRWA%ukZ`prvjUps>ANPpAipUrer2^^f1mUY?{f>wulJq+p%;eK#cac)1(Q%RiSq
z_~h;TbWv&b>t^1*sqNj=s{JL3jWSKGQh6|{jz0=(Pq8I&U`wdXj+a?*H7$tlr7BVe
zE~p4Uy<={CzCSBW69YZ9ue<^Z1-w@xWNm4QHW#-%R)w?S-lb8E7M|2(F#IQHM07fY
z>kdbKr4*oOI@F}R0zfC-Nf;wzJZY|T4%P5MefVgj+8ochD9Ppxdz-Q-T(P6YW>wd6
zqS2?qv}N5=YVEfkvuoOQYk9>^w<*gtS*xqSs8Zufokk6xOt%k=ue0NpHCmI>@7__;
z-DYEfhv*cPO7j%IECn#_4&Rd4AYkFQNYadCX-^3`UuwVE(9;eRd%bWl+m02gm1<WU
zW#`kA<bTpix6r(0BqX@fldB-*K=H(Ole6?arlO*wt!ZIgGmP;5J3{dBs-C}wKi^Y1
zk^ojvR*3~GY^*xc(DQArJx>m-cZSqEP|}-PYG|LKeWj#A+I_HvkfU_05QU_GV5cg9
zN|cl28<ZB+;bvXl9r>?Nc@!&ZuXxj~>y91N8s)`8)UTHyQqe(-E-I{b-3zR@K60sX
z=`fP>>7~n#Y30UL5hgrgTO8rLd~0|>u`Qd5@tJIMuA6jPZ`m*1Ra#|{TDh(7Zk0`w
zQ>Mw3i)D2*uHb^yDbr%AN1nt)HoZw@BhYle7G4QFODd}`mVOg?pU*T|a;bHS^qO6Q
z(rC84xzgN^NUK%q>$-0WeYlrpq2{UeDuJgqg(1@0$Sf=-O7kk&wfrn{mT!tKb9h*>
zxp8dSY^Hr0CpbJt-4ZSqZaJP~w0eCW-{rNNc0`9;sV*#Nu_M$fFq&cf`*g@D*X8o>
zcAKz0h^|iusN;Meh1FN_1PVR~s;>V4iM?A;ieQGCqDz$(^)I?zrdSQIla=O9SaB;}
zgQ?<NT?lo=yHcdH-7cUd4Is9HOac<yX-WZ9$uMS2SWrDn?1JTTt5;_xdF$erlw6nb
zY0ap!B=U!lw*_t!P1P=HZ7Sc9Z#zD}0=6no&#pfk%%MF@v#ts|lA4<czWqQp$}R7g
zfAVx^RH$^ftK8S+#7ET<F<K!~Zra+PSd4`!N^(c+G-c<OK>?=6mXNfB6@+m1_;coG
zgU_@!?d2zonEd;z^1|nG#<pF*xeH6Q>}tej>-1WMLX$d?Czy9ti*a1D8DgOw%2|Hf
zs#51kgBAqH?!bM}v;*cB+Pz+;c&X<XhBM91YWRA!?Ha`9d2!9EABWyu^A^ILZ_{l$
zHD!ZRtX^{<)MVA_vS!MOO^r{4nB~T!C2~upXdX$}FK+aQw7$~#FB;<fbBLbLSMd%k
z)d}p|&D3yi4NJt04O@SNr{L6eW|oWb95o?D?lSYEy{uJkSJO<^_Z#ez9H-!KQ1Iv3
zHFUIei*>;IDXOd7r$W*AddFW|buLww>K)3IQ=tg~wwqE=rDKbK@^`IB5u~K^VGdLb
zcN?b&e7vVcf|=e>_Ek!Db;DAS<Y4hqqz2N<jy6GPw&H#7KAt7H9d&qO<^|2lPH0;(
zZR?(p=~X@CMvf_UxL#;#4SIo7OHDN@oltM?zS7d_L2@M4+LX)8H)Gb<jGr4GC@d~v
zUfi_%M6PSinlCcsShjyHB-&EEICEO}rA1A;i52+P)it@47|@w^=B6~)m3YIGHSqK%
zBMPBr1d6-o+}?Wga;)Vyo7Z*ma#pQ+g;E+Dy>1HCUav-|7ZDb%6;4-Nn=(6!eiLm=
zkLMvJ$ml9YrqBn{J)iAI2<;N8S>e^~KJ_Y6D=3|9>Rus6Rt8_hP}MTUQ%TH9Gp(?W
z@e6D#ylup%fZ`Mm@Zi$jr+I+lp{Iz<!`X7EggO*ZvI3H*NhTDMKuHG?ij~c)x05%|
zE_tnIQy^AlS(ha`<f~cLkfqV@8ZwbKonNx<SW8QcN~71Qk|sf&8bTD6C1`O2TWE1U
zuzU`4JM2j3PbndDAv}WcapB7LV5$w@YV(GHX2GgbtB*Eh$W=D6dDZ5ouGH1G>(QKs
zTy<z{hCsrSuPE{P8D3@AT}-J?A>EeThf?w!KszDKjF6oBsz#Lql9G{-TW)XoRk`lV
zF~(?;<1rx>8g#c*<L^gHZNZe8l9+jIB&{z=fW(x=0SanMni~ZwE(B;*@ID;-i>!Kr
zjoPJCG{dznQ!?Yu)38>ynp=u&sZF+AaJGdgr3J;1kW^+mUMW!4R$HlgEh)t<Ev40^
zDO;IBmVlF#6#$&X4-gPY0At#(J3K~xlC|1%)O)(^@W*-5;=+$kejT;ThOU<rPKsKM
z5}se9TlF^|hQkdu%n0r{W3d^4)I>De0!$F+A3uJ@3+mmpd2?|<T~f`mD^M=GBHFd>
ztD4k_M!BdSW6&y;7%8b+A&C&AKI5^6vlbe4@s^s_b$Q+J&&fL)b#|R&a|@dm*CT1S
zeRi8{)33|U6>3GZ9_6T_Olkxg)AU%9pQgc`QBy2PtxxhPG^QMWboni|))buaQQ>39
z--a$`R{2vukX3n=N@S(f;$Af6F<qcZq*P*<(W?{-vMEh9`Xy34Rm)6?53=l0`<jao
z-)yuvPSN(KgZ60&;MBEzB9D!J6`HOe!+5nrd=rP7HMr$DewwPNF-caMWi=Hvv<|yb
zN{1LPw#sTL%e@y0qNw7vgu2~JtQ_U%sabNisbwLxC@H3b-9}=x!>=SEMqrbtqx);d
z57~`xR_R>8vphRrSFPb}%&Nw>ZyNPRlTNKtT%8@1RRuO>ZsU^eHM*o?hUF?7O|>nc
z8gVYAI8Dd$pPSsv=Aw}npW)w^+?Sv;YumTnYKJ)a?-9zxt0L)QTl5>InQYm1rBPC;
zlbeGqA^A00Ty|x~eiXOkNoCek<l~iI9xpn7h8ugB_wBt*w`xz+DHi=|*1B#RHoI}w
z<ko3xefy?_DAnq_^*ep(?MQ<nJm|Elj16#1Sd|)Mj?a%^m(9h?YX1P)t;%{;an4-O
z>pmQADz7dj-dCM|lWM<V@~-n{Qx@eIT-Ow@IdLl&37|)9D4N_v7D69Xbu#9^JME`$
z_^nT7yC+@PZq)W-m98_|gV?UpcA(Hd+72Drt~TWhuTr|pDXXMnp_h1zEpVh4*0$e&
zityF4wS(Q%Xwq;>gz;`CL0`i-f?cGd{`aHd>j|c<tKq3}0o8!uFya_jexMRNrrLb1
zBfC(<`{d_}Zb*Hh+|TE?C9XbVa}Lpq$cvVM<)_V`4~{0E8=02ux+Ij>s59s{jgNiQ
z;uv+hEaou8Gf=ESi%FFQ>SUEa3B)Hi<=eh6`R&a=0ykGL`SpExTd^&hc1^d;I9!e8
z{{S@Yn<h;|mo)m^T2*E>(aG7jr7rTRRvxdn0;1L7My*Bim_p;lZHJ^EHr@w(N?Kfu
z<xeqKwkoKy99`1mGP##TrAw`}<r!~cJQdVpH7XMiB3#!XLUK~j7R1Kciici#Di$9@
zym{ry>W%ANh0c4%RXdwXvaiEUi7~2Cq~_Ze>}FQ%HM+N-mjaI-e3wtNJcZ3%M-a3`
zWqf(ZX1g2hCZpR=v=^&*=V`b{XII(Q=_xqVbd*%}^;}gA_H~9hk}D4j6qR)4+HN6J
zL&DalX(&-uRKjSPXol0&@hYy)qp~~!#$Pp@L3L!g!i{fvLrqSjTI1omV50jK1wV#E
z)c}OLv7Q!OIDyUh9pvvRZkyVhU|+R9P4gW$)dIq^c~9bZk(U=KFN@|C$X#4&`!CRL
z8}^e;qb11FTaQqf#ClYvGSe*8e`v`4oYZXRPcM93@&}&Qr8Zr`bXYdwgC!SuvTnyD
zTGbd*snqL|gE0}}yr}AOzXGXFb~J+)JxQ49TN1=)n07j3M=7iP_VMuViE1Y@D^FiF
z3j>|kM=ESt)9F*HvFLO<V~m<{Dvjq#l~9M~xlm!nN@exR$CT_w-77=S%1;U&GC9}F
znO5!N%iH$z=5>{O-Zl-zc2-vFZPzAS6;leESbnc@Nsb;w`dXnVI^*k0NJ3j$l2WGA
z^;H!IXz3m<R`Kd?CBYX;=~XpN3v6*VD|^Z$(*7QzkhH_JWu#WBr8O)rq`c!D+r82h
zk>)FVhdQ!~dK#815aJSC4;N{iWVYd1QdW-fE`<g{0u)e2e8duvYnt%!6GP?omwj72
z#evNF_0@k;;x5U(V9u$D^x2Z;I+>HA%6XNkQ0ejEw8JZg;ce*-R3of5>QM7iv%{Yz
zDZIty+&*cGf=$Yb)F?43h%+CkD$<nul_kcZ+z}?cX2-2Q+$k>yC6@i7J4M)G=*15^
zEv}EV_wDJb^3FAbYf|}tGnG86O=_XbK3&yo+?$zm#bT)-)T&hbdSt3Ji4IAqPkvO!
z<5sRzvY8Jpw%%z442sC*z5Vu+a?_iX&RF<^qjRFrw5U?#MZD}g<uI*w7a79yv0al)
zLvfy~#g9@kst_JqlA*igwCqO~+8f6!!+2k7mD-`kDtLbfG|A#BX$9Wa@ruN=!U#<#
z;&^`v9h{@4qv8)yu*<JeyH`<5__yk^)sjQ*ZB|t9q1p9NrlPT`qRN(_&k3V!JyM02
zTWYGg&LHE@Go5My#8Wit5Zh?Vv<OV}Ux!GJLzC>$W6EVMEP0WcY?LV@aN}jPNN8mN
zAx<G7Y6KxlI*Fw2OLA_VPUc~cOR7{O)-G$@sw|ciVY^G0QK&l9Mq)c1Z939os#4OI
zkn$cHi-{>HZx^v^bJEJ7+%)yyi>$Y5Dn^R3t>wi1vcn50)Z+$2a$5lz%J9SP00Bcv
zR@_>Tg3q(F?2YFIZi#wWoXh4l(RRn4)oL}pb6?c@bhfH!d(RQoOrue$22$8wNs0SF
zNm$7!LbU1iUL=;5mVgV&B&;PdAw@nJI+zx?7n|da;f2%QlA$CgyUcVT8<G4nMD!gF
z8(*|01(S2~gThaWJE_Yl&Rf;FduZCc-L|TC#aR&Lc!A~Z2sJ}-=59*cHCwLhiA|%_
zDG8rZ_PYIMjc>IL_iL?GnhULNd2^GQ+{op6xv@p&Ri$64n}U?9B9!DR9rH$^$E7~{
zT%T~-cT(rUt1^VUA(d0B6hTRt@+QZ1YHcJV)9*EY%zi@Ov^m_pRh8}5!;ejr+!<E|
z!zC@rkk_!iJrQSAWk+VD{4kjA%4H3{rVtxa^d%rd`Tqd&emNMc3cF;{FOF>Ts@|zo
z8>+u1!o3-x)nho*QWy=I?5K{_AAsUk>3)+cT$*y1mwlBl6*#|~yCdu)gK!%D7sPnC
z7p&uM_F}(|BeLuoYG$dacn=h=tg5A=;zFQSJ6FW0>FS!IsN%HlQai*c_<aH&KnxuI
zhWBf@iQ#n|CYh!fXNfgVc#G>>%XxJy2GUhbrq;?4N&{!Qr*#e?lJn|F3Uk9m{L|;Z
zJ3Kr10Jph;X55mhx6LlZ<qakvszqG5waWF^F59KdQs^+HwvgoI)aE?JG85iYPbs!p
zON}&?DjE1%v^;OrdAC5fUGT-vhPhA8d!fbE=(kk@?u$U7UNaq?S*YH2{{ZbKDKwg7
z*tAsDp`rmxblDWe80EFjVhf|z4ej<|cv))0r1I~Z9RC2JwP)Iu>msuT4b^qp^qEGX
z%ej>L#k#7R)mWzrqb<sV4n(+bv>{C+%8?buRiH>X-0ARR$%5@p<MDgSiA+=2Q?gxZ
zYt>{op|Am3Eoe1hk_kGrk1Ze*t4Plt+~*FXsa-pj6v=<^jt6PNoOQIc`)h5+A4*zU
z2YpPo!kBc*+6r+kkR4c8G5D9z+pV_gXgq@3iU9>nZAmF{wH2jOhf+v!77K(G1CU~z
zDnDmGi0aKAZDN(lnxbPwON;UztXpl?Wg#G>`z0w=l~f;C!boT^m8_gLm1GVmQ<<Ea
zzqxbFn~saj%MR?YD^A=s5ZnvC+N;~r9AV0X$!YdmszQohWo@Y|ZT8EJ7S2$mCv)s3
z?E7*4&Wi~WT7}N0IfBD85d+(->ODY1GrX0_5e%D<&=MU>DJv-ek~(V`!v)P>wiCkV
zH|;S_cf*Xna$7Y<42W^>(QC<~%4xx&5*ubkHsNk5N<zz0B07nUq!qO47KE#fQtOpH
z+7#TBoWr{WPJogO+ekAqVoc*X3^hy?v@8Ijm&TxDmBsIP5N0&A;=VjJ+CC01X!Kiq
znmp{Pa^7hvjHSW1D79KIvBn5#wvBE@#>3GjI@r{fU86YGydev9Y9TkR%CEDJ!KG%^
zzUaOl{8)23;g`*O61QPpl>1JrZ8IjjXx18J)T2ELJ-Yn3ZLrWE-<t9#!9$NKEZB}b
zr5`#Ko<mCUbzH2<@PXk@sbkkI=rs$Xy=ht3tzPY=OQScbN)h2)BpPK+$qQ|oT|SvH
zq|{zng9@6r%ScR)`!#tN_K5gh@jrI>rsW?ZDxB`+y16><CV7L(dS^1NDt|J0bIc0W
zDv@4=U8(Xu<h*VA)xB}kYc{<;+pV*AQYaO4QR?+sQNxTzS|0N+YW=j}oFB6tqo-Q<
z2OQ%xTrgHQ*zPM|!df-82m+^vHC0VnP|8q;UZ)RI{vk~VoM3kg?^2ZwPR`Iiy4q#5
zO(F})Y;i=X=8(yB_iiY@l&GKttwF^hDuk0Mi3UtszhONiksQXj?i)j!T*8$}thYXu
zTeNO@OQ}<8&}KI3B*&_j7Y=<yI^2@uu_{vKG^ad=iW~A-3EPu@W3-M&#lBvf;sUdE
zF7K+rtG`mX>}oAKO)i&7hVvBK3og-W6u1&2KwPQMH!?(4-f?oAE&_ey8@Z9of42sq
z%}b`0KE2PXoAqh3uKJa+L9TMv4c!%0)w?Y#X4B-f%5%u0M@vd+x7~{^*-{bZ$*D?t
zYH2Y?naJ@?Zq=Tl^Q--~Q*H<?fl`6Y2-jR1gKI(pRP>njW}`fmkW!}{)V96kkgO>=
z((ET|8SQ5T;gwY!PqV7x3!$Y=Wj_YvG<EbX)%RsiQc|TZiojS(K`qr&G~;1i*e+yR
zgZRBOd@`lx+imv{mlUq`OgNIDa)mlpQ{Abz93&xVS<VJ^B?Vbc*78e{einQpa;AgJ
zyNjFLuyToORjXH8CG!StxBE&}*H^h}cYQ+Pm+f^a5*n$R-BJ0lrLfvn5G9mF&>3%o
zTf4{ifJ#Ick$3oou_{z`JgRhsQfbvIf&=d%3qhuZ{>pNlEowTH5FcAaAxm1&kWU^>
zJXF<Z)wyc*3QbN^iMXmLg!8D7@1B_HgFDR)xUxyYo=MZFr&fWa>fXQXZdKM7LZVug
z3gn6Ox_w@3%6v68lr+?us-w2~N(Y*vr#zsbR;M&L^X0IR^NBsnjRuxm3-KJP1v`~R
zyjt>+eJ2^sx?MnXC`ghHV?GcrL=Ivg@|)?8T-@L1{{Yzq%!)$h(78Q&+>)PCn~ikx
z=8q1*c1xjaWywq`Ez3owPCDCC{OPo5jj3sIAQDxYqUMDolhSG`m&wNO+GQol02)6q
zYBUPHLAFX1eBW!LQ>k&2p?VriN^WA-pE1QgjXDcYK(=F1=+wGYHl7iwP~*mJZKUba
z!UBBNw~Zu~616BP2U>~FNgOB@8E60%p*TAQtqm&#>_A$ubJXclx6U`tG+Jz-AQdS_
z1cGEt0d4(l<&3vo4igAMMA(4}fu-k`(a#B!ZOoe{Ej|oaXVfYWw-yWt5hY2VGHc2S
zW+X^)T5;JDA6k;zEV9zpw-l5mB}8#*J_fuF_@A~sMe=_8wkkZL<)1%nXQ}+`vAGfA
zHLJSTx_O0QQ>H&fx@vTIPg?I$qDzZOnLYYUiS=fyHq~5F?s*hN#D>yk5BnhQ_?GXD
zIt{II)~)+y-R3=mdfD)+X|`XgU$E~faU)bMx%NfeWj4);QKr32T=7|EG}fvNN0&gV
z!;=E8UV`g*qNiS5w((EQ{{R%;Bsu3=yE%<!(`IsSm3H(RQ?!v5l<S_=HOd7Ex|7k{
zX5@LHSBj<`jTM?)?8}=WwXhiZ1KanujwQkSL&g1*@aj4$XSk1IAL1sWzK@C4)OLY<
zX>V|PE)BxzDXAN!G;4TN{{VgQ5AQ}Fqo!#|rc+gFZyuf4PQ@pTGS?Y({H;^hHj;m1
z+|r_*UF}6hM|$FW)wG1R5lNJnS5r<@lET!m&iMB5PvbAdKZ`o$O5wRVU3>Go_oK0J
zQn^ykiYo%QU5{)cWmSr0Gnck)*7c1ox+NvHB*1np0+~H>su8DDCP{Hm<rRBd@Mq$}
z*{xhO2l)wqR_d0!DwT0DWKoYWnxHTrlNm~?%CVogqQFyc#C^A0l=2;9x0g_asXCAO
zjm_HS-OXlsu?nGHrd+gk+Kq12=U3%TuTk4(WXbLb^&sQUMM0^~pE5LPkD@##-D*1@
zyI?I^_)zgF%$`Dc;N;zJmqO>6b#qDk?w5E}qh58YY$e(&qR6b>b0)2)r<Y}kY*VVG
zl*fvRvY|4=v*SN0FAn$FuLAbB*-pXmUL1w{KTS0UW%zIRUj=)Hc7lQWek8Ra*XXPG
zf;i6>4ALT<WeIt@O6rtVDMd(IErhQ(v{hZ1;yh}-ZMntWeRc0P<y&dt=%rf?Bf4$Y
zDVt)P49h@<KxHXtNLrS!3}!K9#9G;(4rM+=ZY{T1nHA`+w(~>>T3b$`rx4>rq%E~1
zDH?{LG70D-ysgreEg%&qDLB{?ai{^)I|Gc6eF?SS6`nY3-wd=1y%mmLTk{7zrPtvL
za;FM)_X>SQfc<85eY#!aSD#IyONSzRO}lW>n}b$Eb0X84e8=(|X0GXqgIA<d>kyrB
z=rxEDY7k_t3L)rnnhvt#c>sZ>SWw5hq?9WQ2OizRs`#~1>eIxybuA-I{uol#Qdh36
z6@|u%s)E^ej*-emQ@R2WlB$%x($L^>3(m?o`qnAfOKPX6Tcv&ITWe%8wo;OS+KQ6n
zsB^qYzEYBck_aHBSV_o)N|Z}r9;9js+;vV4cO;Ahqz=3APc9%tNly92tudc)VJgZ%
zZATiyebbDL=}{d*Rg4wXh%3~f$WqcX>+{Bv0XXZ^Jptbw5LKB|RO*MAlpPSIFG9ge
zj)s=4CqV>i2_TH5;QA59<A35e{<Qx9+%cN95ZZ<P)9GP(_}i}M4I-ok=gesj3?F?d
z@|FscGE!Q?NDKGDb)^-1<v<lFCsZv88e4xx#D=6G6l7~xy1#uH!O{xbX(XtUN4yUN
z23%P3oLf%qrMDBQB}G9wL#%{276}VN3n~DN6&z!O$1N+lxMHI1v0qg<qC(rKnnd#n
zXo|y+KH?^(KeMe7qegw_NO@^xrd@GiEg@%)wh7QqIiloVzyWeiw%!Cs!{vf?g&>C(
zoN6i3<10u=AS4|jIZD-lm0`7jl155MAT5}^g$Czxzhc62-;Uia+H7bwiLve(C~AEK
z(QB!Gdg+wLrL|P{nv<=?ToknyEVNV4w1~-&^LP{v=}<vAJD!J70}4){Ho(aMdYtZi
z7qtRjX$}%k?-PcO-tofQC~0JqzNXw!1f*jC@CgJc5(v<OL>UHcxFA8)Z4z*Vf|8N}
zN~}_#6bOJI#o`PRd5g)@aG(J>aT!X0(vYO6i~<f;lcxuD60OccPBvXrxruesY3rp^
zW>XlYyp%O6G)he+hh{Q_MrGFDnEWMGToO?krOHcEQrg~AuA!!s;XrToHg$P!tpl!y
zN4kCBbcLiTD(Es+8%{twY>;a{yIYw?qg&Hvy8RyCdZzUr51N-Ez;?FeSL$v@4VN3&
zImmI9AdIO-J1Ha-00|>a&F>o>Eqm>5dqE@_k+rN3AZBJHP2imdhYnXfqf+4WO6z*x
zF&d#(<wm+_@gkJF77RO{3~JhGh-pD(gG_d!`~b_yL#PqAN^+dE%_VO*hT3V@opr>v
z({aMQ*IZc$X|~dk;Zl~R1fdB=RIDXADmV@2DIkQnq@?vihQnnbB;*7fB}xTaQbAE5
z0#6u+%WfgW1)<iI+l@ZMnpB0Lm8D?mSPpB_Qc|R)B_kuaQbAESf@fJbJm6293^gS{
z07#Gkm>^g{gvpI97aZ{ACzV{rRXQb6+g6~&I+SU1psu1L!j(28DrDNcxsf8seX4|*
zty7^(l&LMSxavzoD=IC5-Rn|Pm3zfGP$U526hcOyaYIgbIVD7Ztb~L2p8j60r^-Hb
z(46Lcd9){B$1Awu*4tB4RYAP%Wq$R>*-V^@g}-qkdn}=aDQI;KdpcZKmX<C`8)8Gr
zY1Ka&54eUUw$j=Uu$L5;pAD>}x8|oyg|(<D1n5x&93B#oq?rdpm>CcVFg7zefgtEK
zk`kb$Az7p(NGVW-0}7H!6Cez>Qg^X{Dm0+PmS0P3K3RD$2HrwTZh2}732~K$$66LZ
z)Z2)0wE>}MTV$a_>XrJ1S=y72xQMZ8b%`~%=`_|Er_k7_N?YpJ29Zxo6xc1Wi4RAG
z9xPVcg%L(HWH!mrQ^nkz0u+)-9%4qLxay!3p{M|G9Ka=7ags}q6PGT(N|RHccvuuA
z$80*?Dx-2A+cPysM7EO_n+hdG)tN0gfXd%f3>Op-rxJDv8}bo759=5Tv`M|ej(K1M
zZc;DnZE%7L!6ge$z~rEm5*2_z*X5~QNC^qa1z9-2;L4Q6W~n|UB8wh;%8go65h7FI
zHuB|9n;~I{%re^my&>0Jcp<jIR;9Q?Kq?$`yKS1amvL1sdg5DZuSS#Xli6?0Q)qcj
zHu4mg7SkYww(1rM(ySfQF~V>-P)d@ewy;Uoh35mN!M#L-(`B3kgPr(OnIw%ABzYYU
zgnHiiRFGhcf&sSR!Q^%F*KM%#^8%w0c5g0i$trd|-)1iNw{Ch<?8t6yJd2T4NNvkY
z=uz|0CZSe_>n=O(5!{AQ^G&Blriiae1uIfj*Y2q$Dm_5bq6okq@dKtYwn#GJR!PuF
z)^NXcleYO<k~b%)&NnzX8PzUz$yyV(tq08Csn~gFINt+a52)+H6ER^hk!|1rP02Sm
zB5g1>7)aO6M)5FAfdD5-iHm`I$-vS|&Oke3KX8yp8;y_#NZ1li=W?Nv=S1aoN^B{v
zw_dgtSf^X{%bsnq7NII-Vig|Ug6#T)iOxoaB9j^N!z%J%{?t_E>r1PO+-**!pz}uK
zDJL1hAqv|&<8m?7=~2iT_l7d=@{Z`HT9vDcxm=kI4XVVuX{|)6itMlL6Se9?)G1c<
zIdr;pRS@b^>Gdgo$uhFr6lklCRVH+0`#x1AAb_pNok#*;k`pQ;$XHKI1So<)B*7vw
z$&dArpZ7o}(}WCq<ys9sr$>cVs70mL{fqX^IxM$ZfmHpT@}xlhr5T5Oncl@AYI-1&
z+n&zri*b<J)K3NFS=%YVPxzKXf&T!94(LhWbEP@l<0pdP_O6&Djqs%nAm^ryDbz^L
z*&U8HJYt<lNFhoa3}r3jIZ)k4Dj@BpL=cq)1rwwW8KjXHAf17-MEo?rOYGnYjldSZ
zlW+lo1<C0%f!<~gqEavbSGuI_j=#IooPmt)Gt}pN{bfmY=9&@=aN?57uX&2nlsK@J
zDbzAN)v%P|PBcS>MH?WUC<Xp!m<E!KK%GlYuue%<<<b+5r)?kvkZ?1@-^<G<m)GUP
zY}nDO*JHP3&sTv>W=bivW-W**eJ#5!OO$6!smpbQq4t|fV8?8{lqpUrI<VjgHZVZ~
zW;OHYeq(*C9|$rEqD%l|Y1(A%eY7Cpo0%6SBBqN@-lNPFICdQteXSb0mgdBTUy6&0
zvssT-g%YUDdYpD8IaiRjTc|>XF%gVbWI~SfP9aT_T~ED}tFQa9<_vB<<Eg!|l^=AH
zM#&?fBI{{U(WyXTAcY20LUI8mL3z|v3X%tGk_Iu)%qLOm2E>NLfjb-(IoAY(+XQC-
zU;thOkZc6lOaLYYr0b>59+Ut#i<^_V1|X7crn3Wma6Gs$oF`I_J>PpE1t<`3f)4oV
z<~K<yAnbKOmq%itpWCx4@ae8J<5HZVrK3IO-Uvgnk*&ovhTdqnm8wEi$=MDiK|wqv
z1FFUX{n61rVv+&MNjf$eAPnqANGB(akm81wsVXgnq$q@hCm9MLIycE0zV_r2PIyl^
zBXD%v*4Hu5d@fxtrt(KEJb;Za&wM&J&9_IQ)2!<C1<H!4cbzh=Sce|3A|vx+M5bJI
zS^^u8`w*Zqr=3+X$JQHbKn@@U6`yswQuC4$Ry66xmkw39Io!9f7{~`<w@ej%`F$~V
zOMxDbOEeo=-);DItp)m;>ys%I*)AeOv1C?d!+@%al`qYdrKS`{ko1`asOa-tD?q7g
z1wLjI+<A%8F^pqM2CNKZBn%9k43m;lVCV``V8AIbnHG^_tQeb#oFY>bCi1V|l16J>
zfNmg*0s)Pu1IxWYUYul)c^i-XA+mz3Y1k}k3g7P&!sf!cDfV?)+rY|wyO!Nl3HFR5
zNoq|#p;Aov;!vs1a&u49n2Q8GEt1q~f~HDJB4~sh6B=!cnaWb2pn3!lglACS_kbvl
z!&Z}=Z|>>iHK{oS1d)(PNl`gD#!^ZS<8m-CdXa&`NHgMyDIkcnK^lm;7uV3?&;U>(
zK?Fga2<ZoN8uPh0GIiC+b=Mnh3D&hZ5ZF;db&|4_mt0bU5=lZrvQm_%BRp`{0M2ku
zuBuan<m^BROM7V`V2#NqZIW?p)*;ens#M!znRL9Qp}3H%j?@(eFPGErDiuC$K2+Z^
zDO(|wNX}LW0YEE-=Q?OKdt&LL)9EzzQ+(?V#I02#G}DYSD;Ev90=rW3^6Snt%W`T4
zD=jT0##)ZsZmn;n$5s$B=CQbt0p>T-3=`B5c_#=IK?%!fH}L2qK_yY3z4hA-X>@cX
zp13Y3r%p<U9$FN$xg_o}ums^=_rT+d(~TN71dKG<Na&K{v<>v<Dmm$cu^a;r6!a}8
z19cFW7Eet6@F=A8>7)a=#~Y+NP#p+aY!HOJ@0i<ZT5xnBdcrf;2?a!ql%#fGP!Z4x
z5i{=jLAOz9^LO++^76cM)@0%IsM76eoTjSXknN^uvmsr!y}3w~+=`s3)i|^1*F8e9
zQK)-V`H&rP5@~U1>?)qzcx|>6g|cNU&Mc91CuM<>LCd7LQZf$6)RbUgoGG)NL<|gJ
zL2_O1TrWGK9X{WsIAAF@#j+>Gx0rqeB*GG!jZvLYl4U-%N|^JnNRx?E=Bhbihy0W!
z!}<rf8(@K`DM4y<lY%gP@RC8wRD?7-oQ;PHS0E6WAY4FzOj<_3=uPYr3||dON=XwU
zY-HR*K#-}8Ha&ME0~=G=^FTTfu%s!#8)TG`ww)md-bz7ASGmG)brHgz^19V_RoR{y
zkr}AeicKm!Ma)e18E%(OW;5C*2#}Uyu2Lk)i5bQoRXQ5u)5Mu5iX<%(l`Yavl{%nF
zQru9}jrLNNpr>s6%2)(#fT70PkO}h~)DA|5LDC4x2`j>z87B!XrNrkW-2|QhM93ry
z$lLdI7Y9M6gGju%q<;!+21pVuXfQ~z*o$g83iFC~7;hzDfE1?yC1WZl0SXz;%Sk@r
z(l^e?L&{jfR2H$2r$AcPaGl$1Ax^k*FiH^NAw-=%@!%MJXgZk*kD~=H1p@KL;YeA~
z=B(g?*hV@W5yIb>Gb@O?7+oH4g!8RF-1?L1l!qbH9c$U@GMIiVf<rQxj_TDN#5h4(
zkQ{AkB|JD3k}n>2H;#Au&e~y3f!}!Nrtoj&$|OwTEasG~prPkoAO(4$OrbbeK$U1w
zPQ>L!ppZ|xFiLeYT^a&ZoS>uz+70<`0(EIvZ6yv2r3oRz=0-IQmBWF~N%XppH1GM8
z$76~qx~nYEV$<|3mZ;GtE-fXt)D)K5X*A|oLt`&IjUg^JR7v5t^V}%b%OX2q6nVK;
zwPPeC$a5!9K*okNWho!KBoavgkvbT?qAd}&o<Qy-VW~0#j^GoQO#s$3>P7yKr!yXi
zn^TwRT4>NN2?FVxa5qnk%TL2;$yDf+3SW@aNMIr@CJQei=2>lrU707%eQ${YEV5s1
zDk_eJ6$NE7U(<xF6)6fzH3k|{>H^EkNl__LB=OR%an>#eDeJ7%>NUsdw7P8$nB_`C
z(w7R8N?|c+w3xnYig7gf5s-+mVx>rCGb77skO;^!*g-3v_-jwRBOw7&6r}_JlF&(N
zHoz5m%56m{B`vv>>I%Y+V*r>2CL~7S0UN|Xn35!rBqjhh1e*+}SsRh1j<Rn9OdZtj
z88vv6sB+ti`_#s#G~C8xrMiU0PMWEo-{z@qJvc{M^5M2n({Wi*ZKNEyrwdf!Yy`;4
zQb@}P`~K-j8A3`LLXwYnD?WA>PBkbH7ur;?Q4y5KZ6F0KI19upE&lpSiZB!ol9tlL
zD;U(-JDvf?ngHqZTq8M9A+(dLDbi9@;Rzsxl^_LzG^rpcrexUlG0tpF&4#di>~Ihc
z!<L>=r$N59-Y{Z`4ipf^7;D}^cO@%xSC~o*$vV_ll_(Zj2tm}4rpPK$)wPv6ltyjG
zWGQD$iAt8@mX+&Il-ERzByO)bkO2V%sUSlXij=6Tsz{AIQ;@LI<uwiG&=ea}!KRXr
zEtbGxmAaDSj53y5Qqrs=00*@?pjd|4WwmKaf<ZDJ8<FR}8w7#?Q9?Ynh7zSWlof!e
z2>B8=u-@mM#DV1|`*r8Ee7`Iz-?b}HXiVJ`DbgfS-;!dcYi_pW1j|VPN0T9?lBe8C
z3ed|~FEjhp$O%IDa`_8cewBQ)aK7Pon{C0UR%+CAM`27%qSIhan=vl1<cRH<F<xRb
z(^$~*rM8gBVoZY4IQe+E<&nxuQp0{E*Il}6-|b#3`DqEK)TlBj$+hUOz-bOGE<}k~
ziF3BwjywJ3<tfKwG}=;$3`0yQ)T%?uEXE2cTje<gSpNWY%0NhU+!X%pB`Hc(sl_ze
zD+`<hC{*dljMfG+#jHRDK-%W>hCv}g!QmuZDGGxTAz6gPUNyX6>8hPYQ^bmUl3`44
zSGTt!JI=K&5}JS7y|Hsprk2X%x`Oa{EvDF5^HLC@tZgEww%&G6p5)rBhZg*bw1*1a
zFT50|9bs+{IoV2kF1t{WOqX6rS^^xy&XK=2T6~5=nP8ErB}HyNLH_`GDa_?+)^#Pc
zfYW5CwvfF_U(BI_`@yN~d#w<3v`<wy0#XXWQBqk~xCT7ZLVUHLAo9Fg1-*8XLAf`!
zxRN~wF1Eh5Fg3n{H^7vXfE;)zl@L(IGPUJJT9)QQl9Cmatst${0Fk7A^lg>MaBEr;
z+hi5Ec4>qa1F0xzDJe#>wIQ~Xmvx;9D_Tk83On@&oG4NdhFdSolKCD?RuHE3Jn=ft
z0@T}Ww1g?w-6)L9ZaU_LX!L}XhFA+kcGgyqappR(2k%}fNCjBZ5P+hF5*MHqt!r_@
z`fq=fTGxwf{IEnHg!ve`*QM@oHbk<v(;7au;kMvjgsocMbtS-=59E}o;M$Uw!f@Ly
zkdy-BuR881`zlHjpkyryOPErMnM#n5V}O(Hx}f8Tc?$mkcG`<a52ac{G@%^=Le5@L
z1}kbvAYhc43dth~DALMsLY*pE8XCij3sTUm-qU2jp(Zo)nq@AcE7C(!st!2eY)7ZC
z5?q-rVNN`l?IB7GGO|f20cruT0F$7NPMQJzemDtAM5urUq>u&T3Au}yvC`UtaBFYT
z=?0S~<*UwR_>{RTj^zm|af!1YS|fhW2z0htTzQId^6O}EG8>NqbEnHnn{>I(N@l-s
zRxWUhdL&zknq^9#LbhLwrY+bFDs?s$3RFf){{Ur4g$@G&5nL}h?8}V$+<DhtP)$_o
z^je*%S+L+cYEa_ZwItlIYLnWSs?Fh7OOUOZl&VEWG-|S25}BO!z@*hG6uK#=P~CJs
z-0xt3_<mK#5(RB;he*vaDRDYN0)U^W5VWKy;3arUv-`xA0!ht2AZC%&iviu{vAORN
z8h|Vg(gBz^AWudQe%j3Vg7SkN5tc@it;OKPY9N;$J4ibrpo5>ikXNJ)!BUW-l^o+z
zG>yP1C!wnp^esmTS?+hvGDb;O+wauu0pEe`Lx_as211pNrIZ9@<Q!q(q6PsUaA&G<
z)m3f5qsXq&*{{r<4&QdGPDN@&D9x^HdP3zgij(kJQ>tOvjKeOjGj6FZI`R;g77|Y!
z;MaRz+WKQ^<o$p)^v64D%&lFOSab_siCej=wFgqgHi>W2rPb<_U0woOjS8IHnNPc(
zjj+S2Rx$4N7KzFK0I`4V8Rq;*^XQ%&t_w1YA;yrJhcs$b9$PFl`Zaq}==ViR70&En
zoyysxzpG%{6r}{8bv_MzEci<B>B_rRzYBIHp-;D~cJ(Tx&oClKiC4WZXf-Ho&W%{O
zuQ%FVYO3V+o=mjGazixeUTI>TPJtN+jNHrw1dQ!~I{dh%s<H_PL~Kg#cGy4~8%guV
zf+&*!tz^gs5fP{H5M+4)Y<On1{{ZCNc=5R2jBh*J!u6X5Bnb5OS%Gw4bxMMj6}15_
zpqLgL@g90hC6=8Cn6iltKCq>*<41w_Z~U9T88)pxWlDo|@=KV{L}gB~M4;W51q!1*
zNo=plVOLG3NTzv(L&`!VRbioOQdR8@rzCq{sa=#RFp#$tzc8=Nd@~t9xUht`t#2$g
z(v%Q{AT3UxbqPp1QZWg6(e{-1VdPh~w|rl8r|R)g@Mg=j=102kX|Fcg)P_|>r8*3q
zcOcaNAIA|gGD8uv4tG{&NM*ah;ha5+T-<T?h)~&k-r1YujH7h6Qua>gjI6RlC?kr#
zzn}j;e}4Y>yg%>v`}ul4AJ4Ub62%X<xIGZ1+AI&><x<QDjG{Y90Hw!soNl9LkHZV^
z4*;WUjAY}}iF3?XAms0^Sx?d?ymBzhDy)NfiyfOnxt-j9HpY+a-ZsDj|F|pV*4R^u
zs>e`gui%VAFV8Va^|1WB?S8oOaFSwd`i2F`jmiwujuw@%yOeKrnLmI;QNZE3s2JC@
zV0A&07dIRRtIo21DU46NSh(m=bBK7l$hk9As)x=~h_;Xp=wS7)v-qYGyE(ICUc*MM
z-A&~iaf7DEq8`k1@2vIW5*JcL+4_Q%p8;+!2?<zS=CA0|jhyO4vZ%zuU&LNlwZhK@
zmf*#7Fm;&ztIpk<gW(YSL@_8m4YLGiIxcFGGu=f_{c;_K7wMfET*hmiM|iR`U;U@W
zi6`CLLXai6+H9=!GQbto+ptire)Q!=0HKv0`Ut)X<z#1^qsdCW5aoYU=kKI@eb2jV
zn;BhM)=$DnJ&p!Q6vxp5MYtxpdQuu3;n8J#X>#6a7cr?Tl=;>nJV2t_YEITjUf}>R
zXk!CZe#PZEZ|9{WrjpUzc%^Wa;U*uF*2Sp0NB+si&F9!%t8c#U2px1YCqe5+=@c0L
zjRcdqIz_8lXr-+SO=Vp%jM6L?fZomk{30+K6WUs`CSS2D_d`C=uWV78({(4ug1I@k
zxbN3FSft28vtLr~jPU!;WcHYz*+F?!BCmFlsLd!3M1n+z3c;VH0@*AEZ&<{;lk=nb
zR<uI{1{bht_g~v!Y4x+oDVjV`ZK*5%c`warcs{g7YhQxG9zL;OZ7Stp&4~huEa=g|
z3xt>wt~x)gx6{h&XCJ=SS&za5Nmx7j8r9D1CIdZe@9mg_Cf2ixHT`!#GIXwPjwFoM
zQGUO>>}47{+PA|-$;WtuJ6MF0<Z=Co8l_iO=`H9$CaejD=V_v(%osO+@F;pfvLx1<
z!=Yz$+92Pu6P7$g7);*4lp)v#s?2h8>dBacSm77*C2XBPsAr$osY`5aguA@aAgJ8x
zz)w*(^9<(mi5-%|Td~$ky~_R=?TQL1khcydTvzw18(!&No!Jo&U4o$a3G#BstWzz$
zME2M|<`Q}4C9<Te59fy&I3o1MB1O)e>>{<r1IDthp6NuYi3?-@`}Ci_UrBF?RD%=3
zujieYlalQ6lO^hT!+M-Wg62ET(!3tQ;N3BbB%k!#<!Wt=a(W&{Q95<k3wW?h^86po
z9j)s}$_2%edvNqob<ybNUGe%v(x|UlmnOIZTygjx19lp@GUs=z!o2$9)3;XS8cQj>
z(vL2{;t8}qfqVOB*=OP>d70wI5Zm7YXAjn?3r*E7era<%)_v<pd35vhsoc9VSzj?G
zy7o+|{T~CUWuI3DBWg5^Exu>eyuQUz15AmohUHoR%vkx`$nRUYu@2TRZAnn+C<>yl
z8u%tB{{}(ZpLSNF*M6Bcw&pSKt9jnCV9);S+L_<RPvW|S8-J;e$WY#!S%Fla+HdEL
zst9UFW~LSUGlaGc%l>q>@zPy7F?Ov~JFT=g=>HUeft_A>MAIJJ)-QYoQEJcIks{d}
z`qmDY&%h|?q1Y;1uHodeoFa2NS>7LFJos`$2SpqQdp%uLJ)?*;q?uHkR3avJVU`jg
zOPxM^i0Sn0-?zV#x-u7^_WC}dgRv1dG|veSWW(4v=p#U0?147Hj(*=aO5zuSh{tu9
z^;`z{*gI?ofp^;%O<6V6w`-QHF)3ciAixus;Mt2v3$0-vN>9O)<;@gRen&a^mv3t%
z&FP!pbK{=_fj-wbRCXaBMawdhj%#7{IS3x^wIoq-9hQ-6cE%EPA)gR_b(EH37>gMq
zA63a)ySdGZa2=CUO1ROM@a}b|OPnDqg8T`K`DjNySJ+V>?$Lkt&oZ@6o&VOBsINhD
zsWA{C0fRvhX3ft9QPMm2Vn61m=(Ej~<I1iGG!aBu(u@j?wJHDLbA{`Ha?a8*8U)Rs
zhJO)4$tleAmFmAB+KXy<S$dzg@@G{|;(Yc*d)4o>^mjMN@qV{pB1NJMh$ndIOh3G+
zNMX&T*$UCt#Pda5X=oEHrb3xin><kRH30iaa3=RH(irqNE6E+r7E5@9y{m>YO(F8L
z55rn`O^nhf%F`=qRBs5Hi(WQ<VqpQ57`V!-UlW#yY!y(ApvTa^3+79Tn390=AtFd1
z6LM?g-nAmXl6<Q)<tHYgsZ+;Cj26CyF3&UQo682e`iAs_B(%B#B51ovFbjhy)M`Kn
z@g0|AlVe$Hg3Z6LI<pW~mZP8dsUt>S>!xO|^wGMzb^dC?or<zyFQsjm>_asqD&5nC
z>AEKE75~vGPit16Mj+G`b1j~R%{ZN=IFv0_AW1wUDCT|7fxvJjRlvEwJcsKyNUoe@
z;R(<oeFLl*$ATT<dd%$ML!P8|?kgnm15vA5c%E9gZjrokj4KZ8au2M_ot=lu&K7U!
zbN@kT5jR3JdEH~eW*6wWL-qOt9ZA%#C3yoEtpKJwB8D<vTGC*utqVw)_Ct><39kA5
zs5snfD82P|;4Dv{W#Xdm|7ey6taGZZPqV}K>`@GGjysX{b)zgm8vJ94^u;{=tkrw=
zJsS2F-dvNpFKMoDUsb*dbru-T$o<d-X`V2DP2B|bJ^ZCOM(m1R|9Ypr+1^VwJ_seM
ze4SfsM8C#=bG(SV!1R@A^gm4MG(4<5%jPLBP!-I9B*?X08%Cc_R^rc|Y$+&c=^qy7
zO$a-5+t!vN-OX>8FRHC#pJzus%78>!6edo0B#!s=85krXE`Q07t?TY=85OXUj-A?J
zH`^lGlRPI#Hm!qizGVG*+2QyWSua0bHsIB0LDDdeUq4IV=9)`E9PR9nrVjqd5|*vb
zBgRjte9fQhDd~-q3OO1RHnVNLmd0K<{rY0Zf~VQ6?l&p|;G7%u_p*X9!NOcK$}o2=
zi-^m2CClyjv%ol%=5-5nc`$Nl*a|2_nxVWLud5$Z33o9#aF*yF`g)_ly*2|1W3_+v
zGkwQ3oi$=#o9z|-Ce5`z=DeGcTBlpqQW}C>e*Rx`kL4{XRppm%Ps`ssSyI#ueLs35
z{wn+9o2vH3P4V8-+lh6xQHFKUs-A2~4d(UlsF^f;;f~+=CPTqU!DwdJ_{P%73;WLs
z&mq;@mxSez-wvaGb&pI&m3~wYxD<dL0x8|D#^sjucE_P9R<UeagT$QN=4H3DEB`I`
z6wlt(xPol7sKv1m-l~rLD>4te75YZ3K&{bKe|>;M+a;g_Anbr2jJP)%fu}vVqrnz)
z_tphaA!qg=src#PNKcC7l3;X`+<ObL)O_h`b1W>P#D=8d1CJMj`6-)~i%skC>^y%{
z3dfY_1Y(V3!LB&F)F7&`N2fV6GZ@+@0`!phh+H>~j$u;t$ck&3zn8;Z8{A2iAd(EQ
z8#0Jn9v}#_gnIo53q*oVhbs!LMaa@_&CwXjeBr)CYYc$t5lkjUz+!qO!TuJt<i!Az
zgq-Y@q{?f%Y~6z4#kOz=EU5}WZTX@LT_IP7JOPe0&G417?@I&2N8VDF-Fk8m`RBhJ
zBV-wmjjH>NFOSoK)rL@;D53r`2>W|#5arPe_@i{k^v3XhVeaXX=ffy)ki*BCdjO^7
zsY0Q__uAH7!E-Oc6I)3Mk6(eHVP?iD-|S7U;%=P``0czBp=-MCns=DhQe~WV&t1_{
z&0D7Ct-QPW#^)!b(q<W!<aE}Tk*YO77KAG8KFL6xN@r-woxj$C{(VB12TtOO<=$~5
zcEnD$Q0Gg`p5B8B{EAlTS#qxd0KL$YjODOd_9%eGyrNYcs#~<h-u_p)*6LD-Gc&_h
zMcZmNLFRyjv4TV2X7#9D)IU_JkfT;zsV{@LXy!nx>T6|P?+Pm-ra5fQowJV)k_ES!
zpz+LEa;0o+q-R%-?iLxoRrm2%PbUa9wnX<8o3UrTuo>2*50ry)=9$U;2}M2vLQntg
z`24lp^!`t*>TSDsEA0wGTy7>%+cTP5P_|u^HQ4H-0nC>wQTacbZ!MFBuAHGi*M?q<
z*&x16EsCVR>58rqmx5++4Sk=0@6agFu-P!vII7A4e-Hks#Wa=PxvnL%jEMN19~nHM
zO`#DfEUr`@kfSO1TAVY#8u;(d3x!Vjb*+OYb5M-8V!7@OV=@t2Ci?N^v@U2jRTTTj
z+2F&8BSp}bzO)prP9@r<+Ll{1hG4bQky=gV_%*5JBPKK;<i27BWFYWKlJ9$>&(1XS
z@o@U}c)318jA8mYJ1s0qppd&;%NPRYiljqKVQ5A0#Pdb9manqkvB(_Za78a2pUjwn
z;#=8x*UYflGA+u>Pr4s8_$SU*xMy4|HyqNhjVFKHt<02KOW^y@Ku&`qs;@KK%Y0iz
z^<9FxM~KGii~cw<^dvFpp_&)(0;hnUBB`KC;@0~l_InUO8*c98_vUbAkCDD2IL8zX
z{60e?Xsq^Nx`c;{i*J_E!!^gz-9$*<^7<aRGjGr2KkiFBO>iC*Vh3oej6IDzv#5-e
zIU3}M{nJX2!68|1=PnMsE_J&5XX9kSm|S~2642QY=Ys%P_KS|3lY<3YmWj}og0i=d
zV&`&9Qk=3^kyT0KT9aqI>y0V5;Iq|-U;7P6ZlCJ~P?Fz>haHV3ZPKR?757*yRPTl7
ztHzDnQWxN{1tS|-?BRCLTO%9h&ye}DXC#9dc4H2u+HG6=4Hm-q^ERza9dm8+7&Kmz
znc`c%^kk26HN)}hQ_Fe=pcD|%pbdB7j;EvFR7?_m|6uy|jg#-*eP#U{DLB3&woeuF
zmKu0h-s?GbK`U)C$e9s@#eQw!HVgfZnFtfWs9hncE)Vv;u`?ev?Nm#hFY>j*OmrQ0
z<O?yS0Ap6731lYz_`U$OKJ{Pei$R=Ia%Gnkpv~~aegewz1}}S--FuG!jQ$sDCp3q#
z1Wt5N&h^YC6O|<`uYnIt0tl54rN!>?9|>!6SM*z-J$@JF=r7YZ{?BOh07z=&n7ON9
zoB0p=HO-=K>By_rWB@g=@gHWmtML{(DHa5@0P(hxp3RK$D+=iyApF&?X7kxrOY7R%
z9IzwIXcBIWHK|bZx|r!`d%6FaAOr*FV~0?pA94h*Xc9yiDQwd|%GxyP%=E7k4(wik
zt+J}N5DX#6%l`4@Y5o%rHV)3F2qAED@VLzMHH>FH4^ilC>OBj&m@+*Ul(wvzb|AAv
zQ8PUWV(WQuKCWrxPrdPbx7r{-|31pU9AF7TN;;TheA%Iu<a~WX5ofkuDianGpa2~q
zFra~ET2d8elS(a@PRZ1lW7y16pFsC8mC|5-XeOT~PqMHaLoVHict$s~$A7}V^6=3i
z4NCKjxymAoLnH4zc{(NWvGCZnoxeqL@Qy?q%22j?0%2@><+S$`7pg2rh^x7C<7xrD
zhemX<NKMytidBvtiT}<#7EV&E@g^CQ$Uy9ljq^qao{mZSIdp*Cj8@QwK{)YnL_4%l
zn-<+~RTy~f)%zOYY3zU7l()&~4^lCf=Ofh$b|_8qk-7e<OFP@2Ymg}5lo~6xtd%7%
z1Y+IVcjySDRxjo*9#%fDLBvSu<R&ei+=zNkcR!##_d_JYP2Pnej#$`|=_SS(o!c)w
zg`Ukn%ncUm=hyxYwXH+unQ73x%w88+=VYW=aiil<e5$meX0jV3iV2<vQf~NI-Lg<+
z1DZB<tYr?gfM}&%%cgl$MY$Gx%$#Nws}3>UkT#f~d*IcZVM0oM24ad5YqZn!k$#oy
zbP+!XEqb!8MZK);u(R0E@-=n3eE&IDx#mb*4WOCO#G4Vxg4CIdnu;H_C^H6+=<i}#
zBI3;Nx%6O^N&-G4fB3=7twJAiL^m*3u*~$|v|5Pu=mIROSj2N=tRt|1wuARpZcvik
zSaGdGAW2qiw^gD+CT%P}(>|gRmVKNzA2>t+*@hY?#lH#jdj`Km<!WeerDX7K9RqmI
z%R_(6r~8i4e2xiJ28Vc11O8jr%xvr+&}D{AT4`w55-ARCE>k;-AY5txgYT(pO1AbX
zny<$-n@b5GIVeIOl<^T<!zdi^2QN9*YY&>N`#42vXO`vVOXXp83wLtTp;)H$=!RaI
zO_cYUDF#69&sS|j(oHIRqIX<%Xf6~hXZb_YaXfMMuW<FcP2c6S&P#RDjUy%Jej9#L
z`Gc0!bnV?_%Tlerb;OT^HAIPMWimtDTg}Xz>Yo#&=#RDZ9`Za;{9}okn>DH7X1JcK
zI`U2lC1KyRdFj+Rk~Ff%J~Vd`+mxFTZ>t1TviNOvkqPEYhcjBE{mR?k3?M}_cHZ-G
zX9HWfX)aei9gSunCmgP1ddUanE-Wq^!b3W}7oL9Y{8padZx<(LUPx?PvXjjVXlK)T
zs+`&^@8GV`M!qu{zB!qo{og;^1TDpuM60zKR)OS9SM5B_!TpK0JO}g^g{)`-8VVR&
zq5Du+b~j;p2_nwHrny?9lAS50ua}}86KAKiU<c*nE20NKu*=kDw&AC_a{6y|Q`;-X
ze*pTzh075OQb2rz{0_9r$Fc<aq2rN8gM0ck#)<am2lIFKRLlQ_Y9uV*zR)`i?yHy;
z56kGRS?tL|>0!zOwO<+6^c3h-5BupEn_fOKmM9VvgOtY;Qbovu%+SJ762nlCllQ2z
ziCU~9y02?7+v=|{3xoyC3aikD&_e7XdN04lth1}?Mis9>=w>u7&o*89@gh!(2g!7J
zvR}u1mS)T)-T=2LkmMv1#i%3Bb)#r;?~PoTezUl7gXMf!t6BWvMaz@#4DzM#9~({n
z^jE*>4`yIx&@)e%(lWep(SP3s=1yYOfmsIeO{LU7ZaK6zfm$s@Ki{hXh%;+QxFzv#
zE~SmKKOrG@M_TvbE}x#mENv~pRN`rL8gLuX=$3gd*Y4NV7rZ3Jp<#De7|3v)@<tOl
zbMeq9`Y7eTX}Uf91Hl&XMBT<Zld<sHHYGHCe<N|M3Bk-MpApvKpA~Kxg$*EI3irCW
zOn(lRcyZN%3_6R)E-tQ_BDq;+n*{bJsdAlmom^J|Lu1`6{_(UA{^rTwObjHyL{{>K
zj8}SZ0zf_@pqzJ|%C5R3C6-j=1yeP%6u&k8{w3i(lMc?&SsV>R7p7EKkBVtU6J<aM
z2WE3Kk;>-S$b3Z5X@V0IJ?&I<vr$HR3A6{XrUWbLv`Fy0^A{QV;GiwLL`Z81=uFY^
zl@o%4#B%PMCt<Fd3~_DUIta7TOSVbk8X7AIe8~Pn^I|Jd7q5WNakWupNdHr&{&*<<
z2sL=Ct%l`Dfb}xFeC`ez9rCT_8O)z(R$EOcGWDTE2w)m7NRRen;6l~E;9IHh3+=t{
zxAR*14YZ?YHiVmP8%P09w~rH1z(3O(UWq4i2*l#e;($zXLk@@!dEu3;(pp0Zmf$5R
zWp*KWRE4qH^TT`FDpDpxKJC5x;{CZ+PD<+E2AMiM`y#I>NzSbB#T7v2Rh~zpEd11r
z6~=W|C)KkTT4>5>yaugxauR!jWW?Q<j2-q|#j*jBIdl=f*^5SE4Zk0&e+nNG+3U&V
z=8npY)S>ZYUz755YlIKd->&a}($k#c-N(Khww)mN`JkLbp?;*_5hQ(ODTojPX}V^%
zuOc^4W04uj{f<RM%_)s-G5=@Q1RTr3e!_oagY@jtOut{wsJyE~aG=}>&x5CBxOdq8
z+DYKdk|J&j1o6@pM$hAB9ejZayyz@I4V#rJ8^>~q$P1mM+p!@C7uox(QaWC-;l`=e
zyuTNpW@oe@>b>88p*ddI{kiy4OuoZmE~`ReG>ZkMl<O-h5t6K)V~!VmURljQGyvI7
zx3UgT3iKN|>(uZFGyht)%y-#6hn+<uGPQ>A7>68j2ug-t?VO$O;=A9MX<=8lOH)OE
z(>Vr6FjP`~$poZ-NqcF9yU)0$A!Ov(B4|SkGLBR`eAkF&YMbBkv~JUif2f#HhOQ!o
zO*zypWLQ2BROIE=V3T9PWUddKyq-4r(3I<?aX_f-E`tN<)p(4!BW5?QDsTy?B-Q@z
z!1yi42^%LGRBKm#OuS_4aEr)qHdwl9<z16jrz~SAIf9MQ1&er*U-lR2o2veqcc<=R
zg@GkTmvzVTf0~!XzsPs`)Q61mG|JtzimE}NEvP)igBZ0<7jW+AZ$0GZ3y{~}uAD#S
zNaCf_GJ*MTRG_B*yyjd4#;SAyQjBYtc+F{(z6O*f{H7pwi(QcZ!mcgl+BgrfZ|)+y
zH`KZ(*UWP$uhYS-xgxn#Hi<>1br-caz3Bzs8B~DOZzGVnwMvSiwW9p|$)Jp#>HY|R
zi{l&VMDQ)Sb|gB%=SL|5yaF@d!XGX&qE+%ogZe=dhUj14Y^ggYRs64bD_{39z)E{w
znP>4<+3TUb9EL@;J$y(#&3tT@l!MOA)CJ7&!&LZ#s8+ph`lI#6Wzn&<Ft=8njD?8a
z(u0(<C_Wv@f3gw*c{?1Vj|1(k4lY4VdRZ7%NHf0&txS$tftY7C<GH+koM51v#5WRD
z!p%3?XUgHON_G00b8jg?TgcYx&qpbGH|NQq@6WC%Jug1g4HP<rP%?uCu9ndU?oLU0
zs?GA649q_xj9)cfgbWyd`6}E#ydUc0{PjiSAaf#iS8aGxs5NLXEJuW@r@&?)I%M&%
zbJUe2!5KM~Xrn>l!%4@`=(Ns%y(?E7;s>o5mB-qdE9Bzx9dg>8eTVaj!8tNA>@){O
zo{Q+Gu*L-op-+2BhR;nYfRY0)edZeDC~eDyCJ-pO*@8O-h@dRCE9&x!M&r3^N>pO4
zR(%}UZg4w5d2mE-^`?Ex>8XDuFAo8&R)lV5c>`jf=4Zv1%RCEF2X7RhPzfVD#4a2I
zU7+Xrxt@t<pwpq}7f4n_vp`>QUju7mH2xjL7gtV;^cU&!vf!jsp@`}!m+?G-B25^J
z1?`u~+>ka(v8Mz%&I#L3U;s}re;9@8l+JKgs#S3T@P@(kqO7KEJIb$FM6s3C^pWg_
zTY>k7VL@`k4jy0q4Xm7@*+mL+91p7bebKtyX03Jz!JAM-eP%{Vn?}lTvEO3Q2IhOS
zhV2V$cfNm$^Bd51Q}V6_8b{=UTJ7m<8yiX+8{V-N?dvSNMi@j^iW1aQVhAAjge&TF
zCY3}Q+No;W!3Xn;dc%?BoZlGkKH#*-op%u#n_CX(`OWs2gr<HMxrU?7s`lg#`qamj
z_G<7-aSkFgz@ofcL>m2Xiq-dC(b3CLPv)VU1O7#n<r{xqjfQTZIynllgXH~TM3mLL
zZzS|vFQxM{OqT6+i7xC&hhg?=SMxo1E_wS%yldA)e%JF66KN*B_cK4%hl&)iaA#L}
zd3UL=QnmVuRjKbwxZ;53WaUk>s6+AGhvB~O7vk-7bkb>xJVPEGWan0y&Yh@TBI*1o
zJGCv#I0|MpLtZwt@ikCKAu+VFzl8rfcMLB%!F<#JLV2e_&3iTW@U7Q}cG*#jg06&3
z-ofYOi)VhdY8=XPb{iRdnA_02{At6#ZSGWdN3*Su7O(p6^iNx+0ofALg|5B)Sh(0n
z*6<$&X$>F0N84G=s)!AQt6jEcd@^wPkq5YxhLE)$rVZ6wxy7Nq^(rw<(LicjWRWh{
z%)!pPet@OsUQnaYCmV23AcmkskTcM@qV%-ud=9*g|MnsduH5_hus1Pw();;#RrhWA
z)|<{6w%>lAZ5*K!#tygyo6GEFsW%Hxa!`FG<FJ~xl(xuqmT+CXi9sC0Mho9U6MFWC
z;n!2GO+iH0<iBaz1NO0xsiVJBevJWDz9=unfDSqZ$V7Onw2^M~0%8mm7^D7%H%Dpk
z&RV6kTyx6~)Urp@@*_b80oAe5uwIt9jo{dr+-q4B16k7sf`r{^-0meGf1SD?^y9&m
z7$`211p*P^G(MbVA`?F1AuNzcgh2v5Cpe`!^|{?Bu&cLhUf{FKTvyx1cPv0|jQpcR
zCRj!<JR{sHpY&+sUikD94DP>wA_xdES;btC|9qC*jS64NxFqi}$Jh4aYm@W5?*IVs
zzTCA>?@=GZ*?GVTD)+g555&zQ;Klssss5sILV-O<MCsk3n^%1cvldTw7vfJLb(-Fl
z_in1MF=6{5_9kuLP^D2Z9hDM)z(=|?GL+1KNWTU;h!R99Pbor*4#7<W)&4GGnEg6!
zYb(vj{{q^W-$I`ckUupN`IGtw>l0G(^h?mvxOVZ5&WQYTkgI}H=0csQ_e_21?Nq-t
ztFit{LO}IuW6rY7UhTO2x2+N-nXu`WItsPUG?!=LujSt8PA~bC^}UH|OEHRX+E57+
zK8k78YpuJJ*;HMFmB@6k7dy)0Vgo6YI&ZU;dDh3Y=*Ip<riHNHq*1?Av3Ph&f+HKb
zc;`{@u}bc(EO|#;1#&MjQ0J3N;#vCl^aWI8wuJ^RcF{M7Ij}jz28v7KsTKY35?8p8
zA%XS@e8sIphRax1*<T**pxPn~+L|_1V2J{zq;!d_DAPSZCsdq308UQe)daU05{XAk
zm0cBC^Pv&%7A$ICW~<SGn8TrvA@lpES8A?K-CB!%guh;TB#$BO27N2*cBpFl;1_-T
zd&SC?94(=~AzvUh8c{_J%Mkg<k<B#PVR&KU;ooaAZsFXDDs4^2Yf^Ak)O1ASPXOR?
zX3+4UNoPDyCZ1D=Ug(!IXJrgH>iHx5R#EfJp*R=(T>yaGxrxsa1f3eLU)zzW69wM#
zLh9-UOZY7KH>NL3)dZZod=q@z{={6cUc1JqK7<oQPWzJNTZO+r#ey7IuHqSjC55?)
zlI1?MjId0hIL;mt!O_inFhg6a{ZRoTmLNd`F=N?{UgufIW~4u(#rW;^Up5Z8BBfgx
zE|uB&mJPFq@&tG}I7>cFQxE3QcYaOEu5gdNLaryboBUWzBHIQeSsA;4ja-CmB#u`2
z_r!TQ<S<m*`p!x&yse@*lFTO0k8A5*kERUCO<@dW&xrPWZBuaa#Q?3q;x*L+NsG~%
z+5KWihs-@LP<`Sa-XY4^lF=eiL(Wpl{w-q64DII{!mD0K-O1G>3>2nTGn%D5{_p6g
zo)Gz=uYbgL>HOP<#J-No#GE@)Q{O2dODK5|(6u4Q(KhYm+Pcxv6pPN-7)@^`ypCgu
zN7PRJY+ZSgP5D<9J~;j$0G=k&DU9pc?t1gqT;wuDgtrUnY&dNL5(809y?1_uc%U?I
z<<6Pe@qmF6;JojTlLA}1KQYzULSLFO(nPvu1}14oRbC7wTU$$C=p5PSs50@4^nrp^
zumeb{;rEjnA+Hrw_Rnae%gAU;i~$D$cvxWh6!1bfyicX@TBz91QAX;fTvbwMu0wbG
z#eEBVY<0!ZRsi_-JEiyYJ*wSLCvdTDOZ8+p0(fjikmHw5Bmnf{Kk00$Ja8-<>MD5s
zCuCR+Sp+T_9epNwAjLvEsFC9jY5SAO10D9|+8=s7L;B2CNg$Vz+Ppf7>?}@L-XXAv
z^1q4eaH2_urfVE;olJy7by4_6CIsZ$Uw9&}1>ISA)VA#O_WJ*5z!^vVL7Y4HPnFrC
zA@l4{{4@@~dfKKbh3tKMk*%_A+zqZfig?Z@Tf-B7ZC-7)NLP@7JhS^5F!L2+2R6;}
z0I+J$2-0dZVSSI_OTT!ZXcohu%@=o^GWFwF8dy=wD0@puxN%U-tiY91-pWIJCUmGQ
zYr6sv^J1aKvtraF(BG*oJQjut)B(t2oZgm%utI&{eJI-r?KAI;QG6B%*AW&hX3EVN
zT|XF*oz0D-xnfFIDXmr)_VA!yuQme>#orW}8@$7G!Z>(6BbRGjGg7Bp?!&{Os928@
zCtfYf$(?I6f6C}u!|nE|HkkWInAtDyHJ;~`K+uoK*x~EImW9SLCy#*n3s`9Fybg!O
z7X)9lO(*YFmk-siM~342q{qr+cSHy+X3_2-sU>Fc?m@t?`r`cX=D$H5JYN~Ke)_v=
zw*BD(QLjKOPfkvqj&HD4FQlaewQ}Bi)4qD#sACNT0V;$)%2OL(@~{Fd7q*vL?v76_
zBV`(9eQX1J&3#HFQI3hm*4WTd(OJFB(UvvdkjmRiEqG~J@LD@111C}CC3|h)Ggf1j
zM|la)O_1g;dA4X!?gl%aOl?c$h5o&n7$Apc0b3Dhm{@jH)<iC14b=vn#HADuo^DgW
z9A>Ya3iwO7Nr^-y|4^#me?gln6xs(GH#JM(gFuD`@GU8+76+WFj{_%p*qMh`GU`9q
zTJ1U3;=hjWIPPKz^32)eA39?h9yIkP$X$XFS$LsYmdUFHh$IEQ?D++M=m&FtE|<RW
zi-$V#E2Hnd>~8Q7_rzW=f}$VWL;!4Vve+u!4u)|T%0&Jq0PXY;fyA^BQSIu4hu~0d
zRvG;5F*Jqy%NJ>BuvL+!U*u)+y|y$LF(t9-ZPnBTqm^{dIAUVsu1c7uzh67rx~4A8
zTWL@gi%y+>d@hbf^v^yjBV`w4{M)+}QolIpmzhYGA+Y_1cNk}z+8f=vnfjiVDM?r(
zelX#_a6bW9G}lDS2iDz3xGU!y8x`9V<HWKDbE9IRxFJUO8&e~}Ld@@4#BF=^bPTy_
zQ=?zKF2YVIJevgHY$}ki#%kC1V=4j_pMK`9uCm1N8chqNm`3(+<`ky43WV~Q5!$9A
ze6gjDz6>7PAUo7Qj-EJ$KXF`ve*qu$x=N>2wLAi#<C<@nPabAvqoy1}m3}HFtCQ5>
zx_-sL-_3#0n$P<fz%Uk;YC=FpH2l+01-XcS&!e%xiz$DiZvR?TjV)_Azk~6&31J6h
z#_#wtDgGVn@RnisP)!osZ6j$Gz(qf*E!3G1z`iCp(i?@jVsty06%5Er8FIy?m~g5T
zuqg@YAdotY@&L(R-`&H0w@0!Xcz4N3QoP8=H_MBI=1E`MBE}0eOG~s&Yo{*fgs{{h
zi{!4#sQnTJD1`+9fo4~}4E}IaQKlffJNAGBoWr-f8S~Drc5rgRDxAJ*yIt>dW<cDU
z9<1KN0fNZP0Ud6y7=1m$*FCy+a@o;vt{e8`gLihe<HvEQ$B6BWNX$@k=|II)ULv_}
z3?I6LBjVi6MYmbyyZtOHbeN&pU7SeAg6lt~Hh5#RYyXpOAE?W2;wXG?{w%xz-e79c
z&f+JxFrnFp4syJiMdH5owx;kyCVSbQqT^}gskG5q18rlBNTyM*-p1BV2I!2D&wM4<
z8uDe9N2G$t_Kn<@fu=?$l))y$7dYY2I_oKeuET)X)a0lt%k-d6BecRWdb(YYPO7-6
ziuKwcuLf<OsI<R~)BCOuKVhqb+2m%2i-GmK%Gfg{vAg!f@dA(WkO21+2H=cP#}ggn
zn(Trm1nc-fdp-eX4`Yvo^6>WW4{W|G8iHXgZ}eKr$#!#4XGLq-4Bxq3I#b3qk1YWP
z*hRsm#%|4%bYUvtAxqMOR|a+oOqJw0w#3DxRrbwF|Ik(+?M@k$(5b9jzPyqcJkxa{
z8$AQBRs@VBcUtJwtf?QPMd0<g3i*(ezLf7ye;~QFb9L;oy-aZ5Q6+KPgBG3nIJYGa
zvP*vWli<-?<KHx&hlt~IV7;&GH6IO4R-Z!ew;Omi6!*<3=SE1h6xQ8ib%4mWO>IL9
zd|BX?zkE+y?;UtKe|lOI;DArc_q5_3Gq42Q6H`@UMKkGx?rY&bR$6=kLv5psT_n^p
z>Fk|FXa`|Wie{#VF7i&dE}JGIkeFW<!fzhcEN~L<Hk*_m<QktJj{i5|h<Bsx$K48j
zXIW2As*0QstmMNrxMd5*cTt2}8)0v={bpiZGJN||p4-d#et@vH6XneJp<yCjG#|<G
z%+j7T>#fr@s5DI>GZ9XjcuDW>PaARM*#I$p;~{dA!O+R_`C^}4mjZC$`k`z4I(gK?
zX$uNra$5JiLnD60>z!{gXykic?e}*(Q-z2}SawNqkR~#7iq*`PUjnTp6y8@OArbQf
zETxvU`mpCfebbHtoT0~<?7`}c9D=>r?Wjv#juju7XT{3wTY)KeBR*FUUN@~x%Q$gj
z8x=q7K+TLH>j$q)IT26oe--6<Ec019y%Aa{-YQ)TDCnq0ncLtl(4JJ%-{_IRVY)I!
znwzgz$8ftcDD<TQrfI=#iQ9fCT=+)O&{^b_P{`r+UoS%n)znU$YT&-0I5ngz4KlVM
z{F5A$G(7#5ouj)TflSO!7)CU)Gzsr|6r8Hw!9y@wn|26pL`)~UZc`OEPN>8gN@=dq
zFH0|{5dg20Zm#`41%_n!_`MHg|L#IC%Kd?H`0~22MYw@cC0bs!JrIl>HWv(W$0~0(
z*Nk_}0F<w@qBFz6RXU`>m~*ji166Bo3SnW|*2^CMv`W2Y<XgY$rigAWu$dmvJS7RS
zk1~frL?IkF8FL}i9fkNNBIeTHszMI<dfbO^zd+1e;mc24%FicvW#Vl9`$Qoqwelis
zrdFGF_*o-e0ae+@@h`z4p4FrNV?(0ah!jId-M3~nRv?8=C4yB6sM;+1JZ6w!QY89C
zX<fY;Xy6fkYPB;{fd}eu*bYZ@X)D{N1S5bJE1kkcu-4U9BbiW{F_Yh|LK&9%y>D)(
zQxY+#zh2#U)LVdWX2_L93B`|Z)1E!S_B?lM@zcI|!LFb*Z<Z%Oq<bN{-R)ozh=QhM
zInOq3PccMH_!sGIrF{4w&7-sz)wIj57yqLXe9{u?-KIYAK;zp_)%KfH#dE`hgWJD8
z2@0oz#mk0H?p<iQd0V6$6}1&`IV&CdXeR$2==DFmA2*o%Ei4;Z_)_hr0RD{>zq*z7
zkD#kk?|lb+9`{~ih<$c6KvocOnuE;Hz%%wDb#on{wm_mE)5B-n+E;{_>93ufeDY6a
z(GMip_V~6x?DEV?UfU;bt?X_m`=EqcJ}%9C(&pA0582VCM!y6fOhuHsMe+W+qb1=-
zXBsd3RFU21nvGSG=WJtb<Ogg8L+i12x!O^po_o%t%$PgL^>S@;NR$Y^AIcj*`QyFP
zGwTc3c>y9_W}G|_xc)L2tG1__ljamZ%pw`L102cDI1qG8Q$4I}wi6Q5MW5v3@ADdz
z;re3Fla-~0P7Bk|U@tXexmVBx9yU`=DCE#O$>&^9OXivDuXhf=_%E&EoIJNi2xHP=
zO)ke9CSR}SD$8L^F29P}${B%BmAlvX0%NGVR_g;obp|AJ0}z`@jhVf<F6x)?<UL!+
zoYR=E{EV-f2j-a@^Mz=wM_gG9mC(^K5-NYjlAmbEJtb2EOCxz#ccNJBbmK>Y+6?Zl
zfdnc&X?8!l0z+^mS5Q542)uM5QIbZ}B|!V#g}63K1@}nJ5)nqI$p-Runpp2-y2^fM
zGkB$)@W8nG(Jj#yJG(_qxaF%}=7|XX!=ysLT|RuS!h(H1ACcgAHRk}S5wmjG9o&~L
z0V(}x>CoHSU~?Q=KY*;NJ^l^Q#m@DE{zns<c4wJ-?pAT;^?K_tD!Z62?Eaxt9?nYA
zHW)BCx{&Yr*Kc3IRYRqAFVI5lOUuc~!cOgA<~pBKhnKDFjeKasRqAZ>efx;p+w6`G
zyHEPAKF~rRc@ZX{F-n;o;lmFW{c}wjKLeHXE2gDpHDXNba#aSNQ1En!YfXX<-+MCq
z0!017u=^T&My(F4EmZd(LQ<}FE(w*tts0YmjXY4=a^K;BZHHI-Xm$kr94NrHu-%6=
zTBJ~sO-Jy}Dmzo}-do=ar4oL|?RwympNV4c^7Vn$Xnsyg(#OBS1vci0$n8TCTn$ga
zR;p)uofiE^D}T?er}80hgaRqauXr}P!47HLN=!Sd$a6UE=8z{KZ#N8w9f96KqU=N4
zl^T5>G6(FCYYT&b<COwq(ivY8W0QIfo-SA_3hw<p8Co{?2P9fD3~tJ$aXWOlth9=c
zL?>jj`Kg)=q7V`Wgb{2Y%kxb7c%V~WS*y}q@WDf#6Jf01RK76xpTUWp9A%Oz7az}p
zSBn3qSK#U%!iT~<z7xaLwt&BmyuN_<F%1Of_OkUF_sB|^g0#r9)y+M^__FEOuFvbi
z3V*@_A34-lEoZGncBp=W5Ug`NktOBjugQ|0Gb;&o)fymyZ&dC^xAakO_203-)`SP|
zS?;+ML<gn4?t0q#_Fe9to9nY_aq@AYQ54nEr=xh>S9i(4W&3vHnuFqL-K~ZQ5>>uC
zsq3Fbn#xuv+Fv$E%m0-RWl!N25wuDcMAyE8|Br^*#&rsbc)28FI%P50M#nehei>(B
z1J4UEnei8yfsfx#bT=RLbpz+itYw5bFc*!j-rz%m%}LV!V!MIBUJRG{XtRvnJ26x@
ztR1-Rg}nRuL9#?|sLJ=IJl_F{*Ui0kqkFTzyp^sc@GW(^EsPJkN`rWX`2(e)FJ~GT
znA#!{u~Y(3ll}F4IQ!H8(Zq6aJ`j9AHTVa;Vz<4Krc|rdxG~0VBe}9ErPw$i@JOT*
zQEOcft(Mx;Bn={K7db@h4AkCrO8#s`bsKa!l$viYs_k{1@Uw(gwD%AHXK&tKG9mLY
z$3M$=uBBV4J<DZ*ck^q)z2DRCJeC4S{j#in&!x1oyVqEJQ&d%2CC6uW{f|adlY2C!
zGMxWM@4Tgv=ULp1AJw<N@rGS(5oAnBmFh#YaMp_VK8vx~^Qq1xPb2Tatj*yRr=Zws
z(4jQ)bt_sJ{p{$$!ybok+tu~hb)?VEY!L>342?>BT!{p*?oZ}$j~uBu=<8C<Dj5LU
z3h4jQpmS2s&!%>iLx}$*8SEsg^9@+oG>ZU$EFRIfl5Fz)BL(68q9(Dk`<X@3^gMf0
z5l6xKbx|_8r~SKOH(5jGxOPv5Pu$5{0KgkjGkzj0gorvOQyh^`C#`Pj@*r`Q^w#3i
z-7TK+Dz<w~`7zBFMTReio{aivu$|mV3B@%7FInukOkBO31ltgIVh-j`uQQ8oQ|28O
z?&9b`QKMBjvxZQx*7HDdci^eEjX6Z)@mP{KBa?81wy<IIMoe_&rtV8KZV^@wfkpd_
zcc*Sd9Lr~2`!wb%q-n?61h=6kcXSI~tH_$!K`|fG#?sTKg+0@v=(b^BY3J+(s9;)L
zpeWk3Fl#*yQSKnl;PhRB^OPbjOLu4aob8jzq2HZ*Szo;_WUm`@=?X%*a701xm`gs;
zS0L~d>EmB==BG}%Rvq$C-s*LC$!;=bUAn+{@xwYj<T{<kt53zCg}%YKU`ZQQmLIOq
z^*gkPcqs=&i7zHOCrZhxS$(Yy1`bmvNJvCCcf9#5HB<~mG~9})Q1o?ts)DX>7j%O+
zUUKIKRmyD6_voVzJaNb3f)1*;v+f3K@H)NT1JT#Tmi}WWF75>I%?A!VR^W7n_-Iyr
zaL#dU;#s-O6Z0nfIIk@HIQRwgM$~fdPuTUfikV`g`%K_lr2xvV>98*Hhi1T^!#r&_
z-NZsSkwSWz3ylNDf*LO*j-XvR%*aC@`Q(Y%HUFXkg(k<Kyvdj4l{Ems9apFh^Ze|>
zgqr!k^ppP{`FWRI^tC8FaE<6|YEK%imMv(-^AbiP<~QGQe=A;M@hzUSHAZJ=S!RjJ
z635zAbm}c{>4xJ*fi)39^S9j%PJ^7Zs!A76!#7s4Zz#!!D#+(=JyOCby};TdJ+dnc
z!cXTn$@7kW9^{=+vDegLwPTdhny0K`b&Y%Kc)7pz57S@DW1-VZt1W*BE{8i<(PQLe
zaO%IyC8`J@FvO^=t0P-JN5&5K5k&0*NKG-12PdBXOA*#u_gB=K@h_a&_~OKiwruC&
z=knmN<8~W?Ma-P5E!l<JU12S*Li}iIOUrRBYiFUIDX@zOTzfxMTNh6J)v!2e{X2Z#
z>%Pv1$*O1nqoLC>f6v_4sX0nMZeCO>POXkr{}*T<2$Na0w1g6?yoyw6SY4+gZcv^n
zprwhOn*9t0QrErOW2h}VXTh8XqN^&+sll~gq`|p5DECL9uYOYy*svK0D3`uE+H+Se
zr0m<m`7Ps(`S$00WcT2IYG*Dfj?E3nl&V?KwdtC8M<xF(*miBJWJ^0Fjp59Ur$mM}
zjz5qsE%ik+boaer+Dc<VVRci($ktsnb&%*V8i)GA_ixav8(J4lDRfz_FbAGqtKgs4
z<Ki_9()}i1a_4R3k91ty<)D5l`vE{BFi4>{xmDEqDH0?2v72Z)5@r|JX+g9Hl^PR1
zlc1Jjz|ckeA9u}?7ZQ|iU6KS2FDgYuYBh>}ha6=U70YUg`wPc858|KrQ7#Cx8Yzs2
zRnznWMRl+axsLT6yC-j8nbc|Iw~sX+jYHT6yvK4WxHaRrWsmM3m)6!xm=h<4@E0>O
z0qB30bDgxxb9^PPfwV97GrVWbrK#OR*YaF43eNx`cooG|X2X)k*R+tnchNHoUP|Mt
z0Dufn15zM;1f7vV3);5<n+pSQEwmwUS*}6=(8=b=zDTfhodo~0jspD6QTzd*0w_;`
z*M_Uhzl5sr&kA)~R&|ui^MT|(Ty}~X`2z1W)LP1SGaB0-S7~jJdwjXBQSCM9-C9&T
z4GJa*=lOSof?K9RlnrZ9WwVe!jUClh5Zvkp-R>vStV1x!ZpI3H%sZ6ET9}{24#*kZ
zhaUd7kY#0&7^<wcp>{WSejx-F5jHz-F;-Tkwf<)}lP^WUj7%hG!FF!PmHd8gTsCjD
z(F(7ipjGCm7%dQ&^PD-5?Ed-jTi$A0dD(Jt6Y_wtT@izbdQ&MfXl^w;ZN(vkEjWxZ
zr+E>cP>UkA>kr;qMXI1q7u+i|Y|Z-B?I%PZs6>l;&@c|0J~W5)VZJa~I_eSy0=?Dx
z+Nv%moap9`^e|c|6Ack7ax3q!ayF&`HC-uopMAUw!)gnVPVuH*;FI^Ev%Em4k0G=W
z4Ca?|dFG*!H{$ULzYi^Unwhp+th*0Zz4>d$lh0D}Rtm9MG>(hZ&bI4W7Ga-g0gqAH
zu@3}@f2q~5Rm<St#;dLLJGUg2KdIw7CNtu5gu=l(SNQEt0L)S>(}ln2!|ct&B>mlT
z0zIzgJFIP_RG6b{8qD^M6rMYFMp9}>>GJ?Xv_*1)tomyl705yvJNs7o2f-z*=lFOP
zXqRa9l8aN@DpSPf@Lm}0K*&n1u5RXP;zt&mS3XP`rApp46k1O2)ujC2Sz#k@c5sZ5
ziBl?&G$nC&yR`?Cx^v+(l+tRgW;rY``pQTM#FoL?;PrZmLdd`IWq13qx4*bnpBK#B
zkg=^&)h%=SI`1)Z5o4IdKd?6CZnA*CSB0AvNX=~o%c%;(-mKNU;m=J%MyCQ&Uf{=U
zPVt`%oA>`RY}2JV=Jwrc`i%QA8q_J&dVT#<<Z<kiF1vKf$B+bbO3RE@Z-N=bT+xLZ
zRL4JiEx;)MWz!Es2$MY;JQn}a1K_MLXR5?xArd13Oov&5+Kf0FFEr{a2(^xCfm8R)
z;iJ3Ga6^~RfgrgW?H*h*0Ybx#W%<fYB>47>PACb|XwC~FlwaXE>!Z0ZIZm!72Yl_H
z*uNeI|KZhblk@U|{CYSMfinGl*UcQH^63Xb>5{u|6~7A#k-@WXrXL5-WfR!0C*msF
zp$W{d?PkB+UFjeg;XNI)6rLC7s1g%O=r(JoFg$ttJ<sm*`fuyvsQd|WB3CPz%}eAS
z5;j@As>gV4k8m_w7rbyYiE^x6G9w&4#HIJ${JaM_k|;;LGbfsO3ECp_%JSruxdxYE
zeyiJT9ms`BhDyzxk;}Unj^op9u2TZ2cSAwUg(5|j8;#xeb1t_!5Qv7VzQH2BI>rrE
z#Y$`p46EA6iLP<U>f~Ng3hzc4tQSK-X1mwS<X0H?^QxObXLj;2_~_S_9r-aglv*ZH
zSi*<ZrdZsZ{~ZxQccmQ=Q#e0$C$lQ?CCDeH8nlq^FD)kn1g3E#EquVrGYjX;VKRsB
zQC@`6P)C#Q`5}eTG6&P1PLeZ_9h||xdHG%inyf4dfHg5?ERWK{HVW*{XLmR^dh18g
z`#+C_x8uyW_Wq4&q9RsQzk@fSg(L_WJ*NEQd&^!<^xQA>OrJy~Q6*OFjer1dTl?P%
zU48rD@4chHssE!<EWNi14BC2QRtkIl)ZU@J$|%KuW=mT?jz|%ONAY!nUGn4xDohF!
zn~GeouD2w}t1TL3Iq_?(tUlSJDRtE9@4PVZXFqTC+#=|a{Pw?Y296rGxxC_UPi&;t
z|Hb;rLHM4_bzH(RslzG<?kRvgzg0$LobT+sfWpCb@KIomuPX8w)KF99_>hCO*5F?9
z`l=-=-!1+9Ny`W4S*zOU|AeINzo`ZAYVRT+CLI8y94R|jn8I0WL}lzzlK8Gqq9K{(
z_xeOdo3FA&xv44C^*oA%Tc3enh3S<p&uj>={f}l$^FVojIM}3*ctDlU|LbyB$z!*c
z>SzpJAtsZ@toZt@%wqVyu-GRdFRYVZuv}C-t1Oh1gcUt?FueF<G9?e@Eyv03nAujs
za>?B<OO{r=Qkup2r#8aFipUqId>syXpK7R^1}@d+q=&fmtSu@E><g8s10fPV((J3p
zMLhWPh%G{3zYQ5J;2JYc!u9wmV|2N9cJ`!3eT|>5<fL1T^yt1n8{uQmn$_sV#m=l|
zM{*X<jCmH!KXzA5(@W+%%j8?-#L2oLEF@kr=(APzz)zE(D;ND93@>WweN$TOOO?me
z&*r{jOheD#U@-Ljawx>6$U;{uOR)_<X|GgSK=4>K1Ei_-(N&ns4)jlvUpf7~F(=Q{
zr@bD}YTO=StvYSOvir;xcBIIk=de3SXGzZ#>2B3hiPZVd+7jdF?0pFCEWxX`J>@0Q
zg0JLmH_C0!0@)@vr1kGt!FcX_VcBKJh2!V%Ge)gG!_vlgn%SF;asS?gTc?BxV9PMp
zR@53kYMhwmj_R~-=7>4OAyBjC?QgTQn4fP~Lr1r|0a_-{+~54^92GYApLq-3xS_Z&
zY&I!&BuPS<>VHugP#99tz_;IE2r3fFeX}uMO$~rQt>ET%9(T|OJ`z3;{{8lg-B-7F
z@4q>)CisrbzrWTnZt?3ssV_$NVti^N6#5G+m4I!pLh&6N))CA|RWg<Lc)$3z&H1=x
z>r#EiWT*0%eSm%cSp<fo@AV;O(Lg2%DpY$RF0?z|RLxyQ*~OCND|ytL>f>Qh`*@Z{
z@9W8*Lq3Kf8si;m%bt1FEUFPC4Hic047+vO>d$7ueoqiP$RJY9G{}HX&aZe$sdD2T
zoH$`120OHq&+G;gr6$w`M>nnlz3UF}){Ey}yR9o0JL#BglEGOsmq3wSwJA|;&F+@M
z;J+eai_9lOsPFsan3i1`UEEc||7ggtBIO^KjB&gZ(}nPv?dF!$+TjGlyD`m2s(<|9
zWg}IILTk3wil)umaH}7QMUoal$0G6gfVXDIN)0G0+T5iqkF%mbSfxvLG5D+8irIhT
z|2;W8&zyd`ZT_b}WPWir&ba+aLla87&Y;|Gr0y$u#8EQ-==F}5WpPWb*975>row9q
zF8ocm?r*m}P*daUf61TboEGHM;)4RWzO3#z-sY;-69nky9XXoY4_MkQOpxSd;w&`x
z!cmqoXoO(6vrX@6AyakoF9w!c7QkDFXocAK2mY4uM^Fb;!*0874iL!Rk!_D^y|K2B
z(B`!mZEQZ@<1v*awcoh$zzd2JE`p}l65#m@KODG8b22{9?IiC4x%rF#$+h0c=W=Mj
zOxquMdR_e!<3-gk$Ixd}T_G`!4QIqnLIJ9;ok+H4#Rvb7MhW0>iP#fv>v>Z5r54|J
zkG<^QKRn5N`<Lr@^ivheyK)r+Q-|WsxEKZ293zd8jFC@tg5S!If>cYe`g!a_TmKY!
zShVK<PtkeDv-Q7yIA(=X6s=h!MncqHMTwOJDG__rEJ4&(TCKfjB(_=!iB0WlOHo@}
zVz1ULidLuUx4*~p-}(ET<bIv=x!>>W>Oh5QWk3}p(H_r?8{Y)ue9O&iXkPCd7lVD#
z)o+4EMAfAzX{I3~<+mdx9G`1OdOHX`+cAg5+BP`y{xNTMw=ygwMw#m`@=AeFX|?Yy
z!sQm5T9(%^6f#_X1Q|D&wiwcp6<*bOp|>eo7qc6=T(PODeJd@f_;{RI=0SA^ZMNxE
z!gIZsQXRT;TIe|>HdrNDq}H_hMP$c*>tJyu`O()1A}slCSW>xnlKRl<$^JWw_Gjp>
zVzPf{7jIeBz9ky{(Vw73+Bnd($>V><p;e>41A_L%-qGrl1a+?_YS>4kqJL0#3oR|R
z!t$O<jHI!-6-P*(JP7^>QNCJXobboYb%sVu{jzNL4!z!JuzGz=piMb8Z-echcvF2g
zF`S6{Db*Z|A{!T2J>}0dhmjB_#h(<!hP;yK!(#IJafB9yMUx)9*QQk=Zr!Q22lwD;
znA_L17M#Bx<c3u^2&(CJkk{Nvq;_JK#8?<*FQ6C49*|E1j$rIg>lTb7v~pOKw~}KU
zhmw?q0PS&1diO^0NRwjv_Bs6^lv;9<HAUY6-OUOnGIE#fuwtB;goE_|QnzWW*wY)e
zn0l^VTFxKtBJ*JwN3$f0B9Yrc_-?*|uDdpw8aW1@NpP7epD+!8axh6r)YYgnmvP@R
zZ%LX-I5QJ#S@b0AGwB@@x$$>;pLKD{7R=8f&hrz^Gx^PAR|-S5R=g;mtF9~Mlff)D
zIR;1pJTFnkbNj0YA);w9g9l?)P}xI>oDg{^iM=Go&1vdoAohTbM#s;PM({y1BnE?G
zR10Ipx35c|h4u^yO**pJ;H#L1$6a%@Q_7zv^R<2qDI%NzU-C9S;SasRrluP8x1*`#
zVxS~mEm9{7cttgu6xrOg`@6VvH2;IOO|EXBNC5gQY$=e7m-jHrS*_=Yi;Q;0{@fe5
zq1f~4<I^8sr?#Gy6g03!{rej6$gxXUD)-!&=s-r}N^rKSHpR;;X5xbrVYY_8LVWWx
z2fOSH)A>o))P<BM_PQXO4@CCVrO(Ptdm-F1M2EYI{s-(OlD%P%zjafI#W<w!wVx$4
z!Nl&I|Ef5AXM~dyy66fIE}GUo;NX1Or|NzYCyG=dYR}&72^Z&~a;s!L$~We@2Acp@
zFJY2)+M`s3PtAkr7!0{pL?tT0m_EaM@WAW73Z?$HZ2QyE=g}+wphvgko(f{7tRn&r
z_GN$n;*V-j9ePow?l|z=YN<}-t+lnS4xIPS5X=3Pe*#1{6&j5IbRfchDC_PGbnkg;
zuuIczs!Ba=E$C*4j9g*yCCz^QvSxjS(>hv-fBHIjvQDM1uX3g?vG#c|amI4X`$&23
z&%arN&3J-(L-mxYKpyTQb@cZ?KJ8}l+n=$}sd$mBNsatd?Bl7xw{f4PsYu4>V)v<N
zLf6zvbYb7pF8O3~c_Tx%V5CE=Kr)2;6ZxA#&gxS0>NPXJPIF}8Vc0#{_H+kT5he~s
zX1}AUc3kAUgZA*~VwIGZPha1&&(ZLG>~}lPlW@ZVQ0_`os(ElV{Ye96^Ie5)A->}L
z>gFJoWiCk&KgQ;(((CX2F1B`JJn-%f`qH9I?_gsim;~oyz~@(InPG{Yr@NOv$RASP
z%e3(qf3<2W%rmI6@@y6JouEX^uGst!a3^rX^S`93&ui)o)XyitI)_`*MvKei?X!|;
z3%^xWZ->{Z9byf5F_YKw4?q9oT@F(^otTUWV5I7XS&#fCT1Ok11~jHc$Ubel_ms0P
z6gr}O!J5T7`kDHO310+4;W_#OeY&#s7g`(e@k-URE!~;z4c#8=Dc0f99paN<H6ncH
zTc^>I<nJ5Lm~;#LR(`6!=h~xuHM3cwD2CX-cgEDcuqm>p$a^kee@;cQT?+-vedy2V
z+UcN14Iq`o)yO19D%L8q2Y;2KQUw6e;U077PL008mWw{J3wc;5w6rV9>NW6I*K1is
za6k8Oea`d!{@)krd<FNdy=Qk{*J+Am>uyDPLWUfGah}Rt`{4PDPX~?ea^U{}?jwm4
zm+<q}t(&Z)wHu{7+4t*&Paas^WP76nJ*e$KTHTo`c5gLL8!(g{a_vnE=5g@~_`vI{
zlg;w^7x2S<n)Qs%kjZB8N7`OeQ(NUfe%J=P+juyyzVUfoKxRNo&3l`=!0aJv65oMo
ziu_HbrlzLWn*DSYs_E?%3#tJ)pmNrthSvVFbA}<7b=scw#xrC-ckpYg-IqGUOdoO%
z%7v$s4XUNr#~p$UYJ-LOHCDP<&)t{nHs(_Jj*84Et6fY+kDUad0z5?>h=46I%9rZO
zfWFpJ&Ud!{o=<OXly11)kUn6xHpuz=kLYn{?F~-Xy-Q%fnm0ey;PL{N!?4+E=>osZ
zD^=tYEn}zYkW03<pFDZ?{348(TyUX>vR9Q&%f2*ydct8h7JNwV0YWY<lax{Zw%}IV
z3XMwpYJC|NrXf#;5vSzhzy}!mlumc6hXD5M2En@o51_xs(pL~+ln63!)ZSV+RoD;i
z`h58Hn|Uv8<>m4Y(|h;1#sh-Zj(mqx{X1x+g}2q3VaoOp6|+*x_Yvske~Zb-@eZ`B
zD5&bt>)W~UU*Z4A|CCNd99;;$wsH;3I8#W0QTI`C^n{Y{;exfA^ALG{?WxZ?l77>A
zYXqmr^Ipy*Spez%crsZ!rFQ&I``++Eau<^l@5SMJk9lp&VO_^fdfA|LcX}XxRzbGP
zEkjTb%?GB|LO}o*<J@$fFBj-xne@DWVz`N_XH)VP)(y19q?LPLdvSY)NF3N!yN-a=
z?jb~F!l;0ea;Xw2F@pR9^Ddc|m0ST#;Z$?X(KWAI(nGfp{kObEG`!g&vcuhOS_THl
zTCe>NFesg&HNl+gynhT~`yo||ZvS(!!8O$<A%!EO_e@`Rmveh0E_{h%O>2K2q$JW%
z<1Yh!JE%sc4uM<O)e=;Q1@kj_Vtf1suOx|J)A-^i_V;LwUBmmx)^Uf+sWfGAj9}dB
z$oyli)4l?{sC9iX@$(hK=*{I~$9C1ptWDU9N+@sJ!L@<^0TS+TDfa0*ufE$YNb)-;
zgdW}?PA+zq3N*UkR#<MD4{$6tg6;QITKf=E%-^8FJP`JqOVNp?Ci&l}VFO@X>*37s
zxnAGRyBJl|_MQUlZC<chs%5=bozp0mo!H3HVaei#tF`Iq5irYd!5Adm9}J23kMxhD
zG4M<Ibe1#K|C;tEn}a9qdGnikY<lh+$ruMDydMN8ixJ(@K}7HIv~}=G-h&x3nj{;N
zMFAYIBRAt5yjn_Q=m~E;!ngqZpy}e0A0y>Vzd3eqrd+w&Rd%=NZ%Gra2aMPbj`Z+R
zx2+yco2>iq$R#^yeIZQE$XM`pTOH<47{_wetZ$HuVa;lQy_dnn*fX|UuWRLcaN`#}
zO72Lv`wMc<werp(1$?KOsGhnbh0nFSx`gS-+8Us|S%Da>?pE%giz}`fN+JXIr%pNt
z2aYlk6pXm>tCQ=gNPD;6^M~ze?i&_p!bZEzjZ8@}OjYJgWr_7&AVDUFDPZn@fF1GR
z{Dz~6f8(0!MyXnBNwu>|e|ZHmQkSA}3217X??$*8?d5e?&Q?svp4cjwq(y2;_7>-<
zIp)oGWugB9&jzX=pt>JGbC7Wu6=o@Yal_Lbogn$9?6z-%uat#x6TXYRXC6|1=+eiH
z2F=t1Ohiu2is`-eo~sV%^kWK@-LM3OW5LaV;dcl#^&3MYOVCMq%ixV7p~3dEGTb^}
zN1oSOK^U4hpj>{v`>IJNMHMoougLE+4-O%#vtHe)F{8Ld<yA;;0J-k<{M`9Hvp2js
zb*VrBH*IJ50G?}ErdK&oqNU9|=9J1_N9Ob0)I!%3xdO8j;6ZKcs(FLArZ~bwPXARc
z5GP%5A&~uV6k>!(yhG2yYXWS)?e)c)cl2Iqg`;B%oh5;uk5mg34XT9s5;{{Yz#Jr@
zAxaJ(Q-<A}DqKzX+lIdobPIO~4>!F(UFHebgd;F3uq`uq?r5Ji&!}`q2|0JY&Qq^d
zk~oA<%_R+51jULtUTKS)?Z+ovi{mDCCl}}ZP29B}cG?Te$Z~U0UCEENE5da88E-Yx
z>di-L)>X8~&Cu`4mXF<EZ+2mBDs|4FlS}+q;ryF7Yy3EPQY~}wJbB_up%mVVN{FLY
z&R{((1x?Qw(kOWcO2gx88dhiPRZNYuXtKVy_&ixj*TV$ZxyupVb(yq-Z?YV>!)c;z
zQ?L(ZTw};&`bR%Te+qa6?N7lkt0ZvzmPr&HN+=l^*AoHrNg>(~r0xSelEAFU&vak~
zWC;Bu@n3xOd!@!CPL3CJ%S-_sdUZ;RWkz*0tkPOqJ7W=MA2k?pr_V!U;puqVBT_pb
z2m1KK7YyM*%n~FvCuzU}Qu$}yrsrQKYZFXwA2#zamO}5)bIJAe(HyUzrNzuX<FV=Z
zctIjvPNOR);u5Q*y`NL~54r)ZutxJ<U#J;wF;M<m?c>)$&0hJ*D^!!3w=q5J;>fB|
zuU4^mu_2!zw=!H`1-+S2)%HDQfXg<WlqQ{2KZ1dSKTcoVoK(XlHKS*#02SX(rELI*
z<;cj3;Fu)i;k2NIbcL8h3|zy8%{7NLm}B*kX&S#(fQ(QmBiV5W<ZS_KWB&K^qcla7
zKX>$e`H4nk#!E*hnxIyZac={M`wHKh{Km7R^Y9|0W*ROsgkmlEiuGz35NYI2L}81R
z50uKX4#$G7bap_INde3j-`;PS687c#I-lac_x=$K>)>0%=`oI8fK$OTXiq4JaohDv
z!ey!wLg`8pKwPD#%v)bLFa}SiC&Ye?FGiGk>ZOQ-xLNQL!hHYWrkNmax>2NnP3aFU
zotXyCixMeDxi@ud*P;SbfJ8O$G~7s1_%N={@K;|ri<#wvcu8~xS@f)t^6*%N1kDtU
zKgq4vlXMnlZxE^0VYs$pxyr~H(#UW5=Ar053UTYW>}7mX-nU(kf(!ZkEC;YKeR{pZ
zyth2&`#?!uC{g1S(}IwE*N_M{IRU?E<LS8CjV|a}{l1mvJOj(=P}9Gzqkc(Z-4Y@I
zU*uuj)3`-%p!V%Z7ITr}w6pvrbZQ;@l1CNL8k>_qjob*R&deB+iIq~8)zEZAoZeWG
zW=zOO?Bi=Ns1LIKj3AaBzW9emFH1J^0UTYqk2_};v~nqYXRJ5zsCLOCd&Zb5eNX@!
z>z%$Rk|u>S0{JX166>h?aAvF0A)l-i=CIlA>u)8~Ubv3*q}5J@N~W}8wkU|mA36Cy
zVq)5uBN!5TxG<_FIV4#S^Uf9U-LH(~`5)~;H0tY7=?cVF$vB=M#z8hB5qY@I=ZzZ<
zpjxaYbe__durCdui<|x$43je)crkj(gC1l)nu}xq@;z2UK~cRMA^J413dk2PQK=EF
zc@~U55%HXAe$SY^N`!Ta+uDWIvb7!~d3#V5^CgI&?&DDyX(l6iyD&oxE%Hbuu{}X+
zOR8YPREwt*gJ89@!K)20K|ks-e3PD~GL45UNL<1p7cWP73jh4Xa!I#GSclw?S0!(M
zzSFbIc`L>l9s~&e6?&|;!kFgbZblcGunTZ9i$is-#@0Hi$^hstI!>Z8*+9TD2!Urh
zQV0aSXp4FG;nub&L)rAWs9XkJy}uBBps^|0X#2-6XHs3)#feG{y2L7R>=*k6cIA_c
zL@VfAF6zg<{PQJu16hREmE^uR@7A4+@$atL+t8OlbMY7<n&KieEto_70xG*8%2CP|
z?zwc*d6%N2crkh_N7|gse2%JA!n=SX7@w)m2`rNrR4oBtrTjWh`~&ep=(}_TX86Aq
zm!UBR>+x_=yLb<fqrT!aeD5u*AbzE3ndo8IY+|VSDc+nyChKteCfe2x*ISieQR`5N
zu4A0Pfi%5{KJ~Ap7{pHi$ubPh>nLQ4K7@f^D>#s2h#QvGf8Mi_{B3CR0EhbC;rsop
zRjR13VP{e+Z8?{BWT|c?f7KN2Q#fh6T{!)+S3pW>hzOJd6&`EPdPQ9o?%TXdmcNMr
z5vo@ibF6w$`o9o}@k>sj(g{w96o6hXU_jx5W)27waQOC;tBo%vgo#_*P+A7W$pXOZ
zwQ@<nE!;fKUbksI&XC)uG5@x~^F?icbo~zcKJr#ofDp<zAWau%L&yn9DBvNx0^qv7
zsSKI}Z|Ss;-n6S`^}ZU;OybCn5WP>7xE1g)sHR<xo7l_o_|pJNLH}1Q0?xl*u^slY
z%^$?B$=}`6)14K<<tojs_v4#-N?d4JUlubl@xU@j>-nX$ablOA1u+0H(nrc10B{B#
zFVFpn0Q>!Yxy#<_5*s<c6t{DaY@BUQon<d~cCVCI4)x9GC2I!xk`Errp?>~>JWZke
zVBqa(n9SNYfP^uU4t(O@i}_d;UHXgQ54>8+j%QhQz5KO`z#V8%oOF%{{N_1s9?(11
z3S{C$!`gO4GkGr4xwA;U`I)}BSPBM^5ok{tV-lC*LoRMP)oX;DfXiNHrZb+S24*G(
zC)%45qF|arvJ)CVfeb@6n<6Z5tPT^!XrQGQ!Qeo;EoE$)m#iUp%%S&V<#%rXeH}d+
zCQ;vk^GefE>FW-0X{hs@50I0xuU{^lIA`);(M(f;_KcsFzmoo=lNF5m(uU}f2&vea
z2E3|yeeVM!wj=3}-uk`0AG=1p)q>r0mpsqBOc?K<{1lDh*b5Hod@$vKc#XdEJh1@P
zfW5`Y4P^XK9%lDO?f5!XAmRZi{+XMkVMc5WX@_5;38Tf)b15?{Y-Z8r_jE<X*Z_+@
zo#@em#fryD()x1NbGnZypp_kp;78Yuhp1xqE}hFOl+?jr?x&mcy(D`YB=aNs;%i)1
zrP#VhkF+ut%!rwTd?LS+?{TJ>C5Wd?m?c!H>K0(W3E^(M#1f%cZ{J+YJ5-ve8VStl
zJ(;pHZd2f5=)H>N(3tPKz~0MTLhA8r!Lo*)KcW<lKpm?>rj20Bl;;5(fz;3mO;ujV
zk@-DF8`<}VGcx6C*ZG#R25Gdp(mZ7&b8H57qCZS-#~}(5=GzF<b{&fR!9UB7-GeRg
zQ-jN*J8dP*!q<XGa%#0~2sTlQnC1+KK-Im@D9=vAhyr^!J>wopqZxBGTv?Ho_9@^T
zlv$10r<;myZk12_w1+-FiQ3H4mxaH(8e4mv)*NQPU+Y>5KnS@#sFh@eMQE_|R_Y0V
z!Bi4C;svHvz6-<6ec-R>cdr<B^#-zxLTu;}AfZ}YSl~m~h`%!I6*s<i(`g8nM@Pc<
zvm=nH{i``_5|&@Ij-|HHOjW-M2dg&1&v%;sxY_&Cuov?1M7wURHROo3+#y!26%~)U
zm#IZ&N;SVNFQm0yhr6e$=2?@|xm5Tcq-KT9!PyBc%10!R1R=ZY0%+2c1(IUoD$FiV
z-iGt4Cfm5qX5@-UFmWzfU}fE}nl<X9#FFCrE*8lM8m5CnA9kUGQqrnle{<^tK<Sbo
zsk=3g-2PqmAwbBV#bFGcHF9sja<&ciS8A6vMNBlNnlF0|FZET|z%6Eg{<XdWoIggC
z?Ygu+=}lRnnCT3HMFw%+gLVRW-+l-j6CSss1u#E&tH8}+nl24;(<}YS=!r*c)S73V
zgFheg?Y|^VW&2r3FZ>U1Zzwzr?Sx68^%_c9I9*&*rOh<B&<Pr<li~6mfTa8`7Fb&S
zcjQ{L4$t^x5DNdDg_lvSpfH*PR%htzFa3A)_&N3Fo5-$59hC0%(C%d(m3XjdY3(Ef
zeP~_<^VgjOLL6fpTnc37fSWNa8OpZsHBE(^rsG;kWn%EK=?c!86(%2>D9O#(mr<Ok
z*xeb9Bz#Bt*XI<T+!ip7QB8SO!%2{%<O?ITJ-*g}v~|f+Z<H1;$a^K*KY(K^t5Sad
zPGQv`k_qumi9V0Uqe3{e(}2?mg!nizT{p@E7y5gJu+ntx&wtR`n>l;QHvL7|3go?K
z2LEQAIy4o1=Ks_3cv}ort*c7s_G@|*^Vh_4vWDKwZd!{1j@|_!vJUvIP~Ms{m_zU4
zzk{7eKOHiSI|IgF(6heA%sfidt_4#fha0_Eq7Z3490b0ZuF{Zk9E%JNRQl>Ut^`%>
zRAN&-CySO`?ijaz0b#;DkH(nhKg4w)yCplpL@P`!nkF1<%?n96(gVww!$kGjkT&&U
zrfF2Q4(Gzpy+ot|erMbs#&dph(<&=T0LGbVrwKHGPnQb6@dWYgNPq$SqMY4RQr-&c
zS6v@p4}ja*`1i+)o7Dtg2c)E57ag5Bg*`}YS+aB>N_t$U^OE~<X&sFhzJSpKk=zST
z$t)}Jz3dY%owA|n`5RArg<X<$p*Fd?vRJPmss3ngv2h<p%{{H5q}MrJ7N3wYv<7b^
zrY}KAz1~8DiRKk4eH|z;Q`U8h7Zji959H*B=Jd!X1=Gi4ZM^Cq0r)Ku_gz&A((O?^
zF|9d{f;^+*Kh>Fa%*=9Y$3cwrmxoMBGoByZtYm)gHfcJ`b}}0MAoAB*(4I&L3UgQ|
z57n<G;A>e^=bG0vfQ;T*<T3$k&CN0JxC6^K5Li>=zhw;fIP%%Q@0E6vKDhOrLxO_E
zAQCGLfV%34J^bLcNl3`5zAV;q0k?4(`lKRu_m#%RIu4W^emfKo_tSiXVND7aw0O&G
zKLgkfeHWE;Zvz^br1|$|1ESCGp`*U`7awU2I$zeyp`7|M_Q9|L#60Ho9ZxJt*e#)D
z365%~kVG`xSpElifZm+V4r}3gC(u&0)hNq&B|@yKf%4xMV-}^;QrrC3e9KN2Kx~^c
zM8cJ)fk~sf^~OiY81ib4h9Ga<!z<6ut#_FFhRDC)s}!vGP$CmYct{F~qMm0)wE8;d
zU`?%VJ(ZSQe?7L<OMIEW<o}0z82#;)n7@CvmZeRCB)bGe_ZN|$a7>3T1u-o0HU@Nu
zR!W*~HMbjODDq1g#^n9CGe3aq*k<_rnRxkwr{ozB-J)-HFQ0yJV)9&MsoLJgdEeKJ
zavSlYuA^J+v+V(AO>(6}gI>H-y-y-A|556Xp5bEjdnv0L6$H3&bCq4YMh4m$T0rj-
z$Z6npyVscI{1C;Kc2dDz8fGsB|2T0coT30%FnXD^wJWcp#*!zYko(X)Yaz2^ojvQ%
z`2Xt%lE*pjA$sa_OAYdU-R#=EiJJT1vcR?Z|I{{{Bjr0OK2-7bbSc76|AB}TkX%}>
zgd|>@=%yvbve<-=vySpFA&v3qJ1<CXI?R7U2DTkv?gp=vdzcVJDy$E_FK>?r#?#&J
zv8*<v8r8l`!*2>Sz+1MgrKuJYcd|``0)R@JTHE1HJ{2$c0Ah&`4L_H@B6ApLmbw~C
zi#+_meVHsV0gF-0>F~jGQkv)!@r*8rUxq_~%X$KfZ0q!rbXTwCNdf58-|36SAe8+I
z(-E9WD@lp+5k<RT4MTv<@+v<ovPOnsyM>SQl^p%~(8J0EFgG{<!Wv<dZfwQCT!ou+
z`D(X;4+<cF0MQXCL<-f&BnB?8yUX1eAcrSIy#RT=`4{M2FkBRD>d-HY3Eygadby%Q
z=n(xz_~9yO&%){gteo0eP%1-_95EgTA_>bS%<9>9?=%VD;PyEFA7J8fA&*VU7K_;Z
zJxGwGmz-;P*mWk^K%uw~5Lnn1IilC2`>e9h%B*nIns>8aOG+YW^yEFk8KU-S42@ff
zz$gmcTXV4Y>be^SZ4lBpHj9|h$C1QzJyYe0Roda)6*d=-yg`(klTaz^m@b3OUybxZ
zCYqHF;5aLoI)EKajR8Dov)iD0?(OOdI#7*@1-XltNe?<w7QLs>hYx$TQLxiAA$(=O
zrt|Puch9pGM{sRFY`M1mg)f8=UJhcCSl(qM#*og^%zUU2UqK|All<~?krJIk{;%l2
zNfwP@IFR=3)dQ6rQ%@56x}EMO(ipaem1X09rD}w<CCmV<n!%tm#F{3ZG{hm5u6>)g
znO{uIB)b`Lg@+K6w1RZRwKseel@=g2Yvp%%jbIeY6+PL3GlcSp*zuW2$J0)dh*Rp!
z&~R24UjJI*%;M+6i7=xbs1Z`yW)TiY!q73SF-ZM)goFgL7A$;8iGhGKu4e5B&coRr
zpKn4FqZcaPR23bX7jTyu6>r{8%dq1)-D`R0e%3LvQ6~M<L(zh^Bx2=Xi4uHZ)4AFl
z!Xby8>hoIaC=R=)I_8{besiSu9TxNJ;K$JG;!QK3*$g|d;~fPe#sR+?E&<L3{|}&c
zdqH0Pz?MDg8SoBzxqh6&W0Z2<z>HNEau6i*Dmii(`T~6giY(Zn1jfcTAhT%&Q{v_E
zLdL84qWJsTZ8@IlqX1JnR)-4-Qz4$H4;o3JQ!?6y%=0O`KY}8GKs2FI1I{`&Z=3_L
z1m%!ExRyV-?5`}^qdoGpK1tR~%Pmcb4>?1>tp!Oks1_5=#GN7RY<MQ*yhENd2@l8g
zG&TA;0=-gpkQ_2E9p4LqxH$?N+H7Kg?0j2YF+@-hNL!<Q_RUvWpFYwP??*2TD;X>r
ziM(p1)Q2P<HyT|n8h?>RDZ^f5>BAqv1k0XezIan6ohy)+j(N3J{jd3)H~FO`x9JDI
z6@8Q6rB;oVBu@gVy8{X~uKpFqlSiZ1u!L20W^j+!K*6j7G#cg@U^z?vh1U}W)EGyM
z&vsp!?2kTyLRc?;N=Ut#1kj$C3_y}WQ~JWDMJe6>LaBW>o)#E~>IVR)?+kj-LPt)w
zSngry0HK{NxW<!A^rp$()~~eap$T2s?{8lRKh9+Gt?XRUy<hLJ7{?zV+##<czSmWu
zkSOUt9E*GoRvisp?9qc~Gj$&k4vkASs;IK+N5SXFCN(p}Iw*kUlY`AnBH!4~Fdr;#
zMu{=at3&{4qe#$5=G@dGBXnfPnfMEr&4~E~0NAS(`Zvy)hmJ0e<;DrC4IQhgpAght
zJ3)nWG%V@YTw?vCO=X-@gqK`yMl87vHH!E+kVJ!}aYy1A7vsAZf;t6+AL<>vb{}K4
z;9{^~5yT4hu!P@lzWP*Jv(Cvx>Fj@isglOzSoxW~yS#I=Lb8_V!S?RiLb60~^m{I^
zTM|e;fGXxs)Vi1e9HMDCPQW0>(6rzVp}gL))qfI24`S#s$5-p&pd9)x3&1wJ^A~k#
z>7I{%_r(o~!eH#>PC?TPIaB^tTMPo#HNVbX-AxDT{o0STX#h<VBt^LdjVc~#mN)1P
zAuTcI!^W>Y>-`X*{V(g6;k}Y1&reJ@zHECee38~1xnFSQ#q;rDa`&mU#*w^ik=%Lx
z&waQilf}nGwas_U4}dqpDTxU5qaPaDZBo-^tjZ~zl`slI*It!hLC}DmNBF<E>$n!>
zm!78gC()=%{^S@3PxF@qWF)ue>wA936ph0fTSb%>e1;)Q3T;!x!BZ+D!;^rw%<+bW
z<N#9W5!d>BuH0^&&TAq#6{#mok&H=xqkryNa1;EXHA`l8QW(1(rY=4zs>vxqX1nrC
z!dMUjkxcpIt2u46JkM4Ntv-FJoe8L&l58g>mzbWRf|;F>)B5|J#(S<Pm-^sTdZgnV
zip3ID+Ib$2PW=@<cNT*k000o9G?emCdS}lQI1K#*CNxiTK=_J#whLQTvwpiV$L?av
z#t4?N_?EIJhPYc;G_!0J7vcg`pOIoN-CJ;0MBMKVAm=dpxU$UX1aVS?assRphpn)m
zGGb!IJt?`l!U^60s-I7-Jy6SH*;;Iipq5D4zX^SXbIczcz?4MgQ2QC{ntG!gatS0*
zp%2!qj@!02!osjXf$Zn!P<&-7Tu#lw)XoamqVkN3q;efAfM&(h={t_EHtx}{*#V%h
z0d&k4;E^|7BJlCH=rUF@>Ej%Ov9V7qT0u{1E1!ht7{-dSCtr|ceFFOr2q3u}9Q9?s
z=vnZd#?ybmM|w-z4HT!JYhOOgx@3nIV<^_)5@t?(kS`fE!T~j})I8o75k*YBuJSS3
zSPQ$umXYt8pjCO3)6TZ`SKc>2hf!wmJlB}FNC>8j|2{|+YNQosovC*t^r&@fYDYX{
z3g_o5cTw<4GCkcM$L)F;dUBQpyRbMoG9g*?$J4WT+TR5YSF+ALS1W?MEjzP@xZPB8
zD6@_1awMv|OdF^1OxHb<z{kZrIy2uMkAyZaIZV}kY<&4KNFL0FxyQ*<0+6=QPiZew
zXK?bj4D!a>n?i8%YH`8*VCT8QS|fT;Nk2fauK$Ly?KSl?Kb#RJt?bO}^=srzQGt<w
zqJzE#hzW^K3&!Is5&@O*uefB3bZ?zG>IE1+jM@tLP#9y8gnNL7Ja(VWf%(n~rkWsu
zpE@_fTsbX(j9-n9hBCGibr-H@x=APrz=DlKhy;@KlRh~AVrfQTea*_v38a~)(mw={
z9qu+)1|V{-1W@}g@}nsH<AW??hYg^szGGUjCLrh0ar44Xa?gmbwOD6KKq%hExP1R`
z=6?X*k<_LKtB*kkG%**aH1p^F;=VE};aiG2pN?sd;&rRle91!?suiPMBNd42^iUS=
zTt*UHf)-!=n-avhL9KG|6;(8>#kNXqCrFMO_fMjfZa0ysyLzVrP$1%KX3*A`^j<2|
z#5wFudTW&=V@_tA=fv!Zx=<XsEhF)z6=mN|f4J!OefR?~+6_JrGdbZ8g3QJcVt5D%
zBuOzDq#hDY&kbP6R4YPqaxMX3Mls`BhXQ#@k6kl7bS%gXy<ew0av|FN0G1q4qXa#A
zab_`4lapw#Eu<0U-@u#cZ>`b^0I4xx7Gf@4*E7CAJT~h7WF-Z^DHC-?)*>YZVsSGw
zX>9<QBYwy`y=dflHApDqt2`v!<D&9}jZ5@q<dKmH>jz6{YJ8tQ4<A1-c$DXCQ!}%p
zHj7gsn&yflO#?p|xccU5c@!fI<f@}ZuQ>-H+!8d-Gu6m4;^uLBd7^f9hc9}^cGQR5
z`jL8!)Ib12Gph{#%1&_7UGvm*Q1wV{Cp&P)k9MvbYa)kivfZ6Z|9oUM-|$c&t%n`>
zOghKCKdx5b<~aJ%h=j^Y8-H0uu%8m1=3ou}Xh=3W1vj)xfliZz(WZHluYkw^!?R<a
zS4zgY1w5<a_*I{;g+A6}mPv(^7BZJ1(2k249SZGSA!3Tr7C-KhEPzVF0=XQTR+(1r
zV8vyttR_q<l-K!lLjoz2IP3pQbHoX+e|z=<&OVZob2|}qRfzTo#?yGl7LwmMKX%-2
z*)rKqp|AEJJn(*w0HnW8nR4Sd^|h$W>~2TYVg&3gVDY&Zm2|Kq;$Y)9o;5GyKrpKh
zdd53ZC^WXmROGqZh>@_A<polyR6>*Tu_B6u@!gfU-@S2cHfJ?tq*1=!nM~+x*+ipf
z#~reO(`&J!|0D$cLrza#C#}7xFKsI@?fcXrUG3DmtEv>2*xj{dlr20gb~dxAQ8n?Y
znBn^c)0KlV@$?`*s!EHp#sOvn+E`OrfflW-;@s4iNq??#3Aj51E(_sIk?B|mp7uh`
z93qHf^x~uF9R)ei)_dooi52Mr+8ZjLSF>^Fht7mb^I0*a!MFR1no4%ePJ441O@>_?
z(cY2)GWZ8}A3UyK->m<9r~Th#xQb8dM9Z;&4uZuX*f+ek%?5j=0l+J!;B8t<tE_w=
z%QdruFh9=LnPe)M%5J|osQd}{WLcJoZ<jRcYB>00<r!n@3w;yR)}BZD<dB2fcgRZ=
zu?!`;ncR{G8?GUk`tNAJ_Vy1y3Sy;C*rs>^V}X|JJNraSKxoV28>vOahCQnmLH~`;
z3<4PloX!cwKmIDvq8w{~krr+i*Yy1*uGu<uz|P8BG*#>jNrpzuRjk+?O#}_y`&eUD
z0Po#HzZWo{GF61+3ApvPZ9l&g^nr3yA=&epShVdqED}=7#k?5%a5Z?{;P8rZ)d>0Z
zMXM?TG+qS#)Ay;lO9T||61KUjUiRM%eg(xVVQv3A{;SC($3qk9N>b_C3%5C2A)1U#
zlo2c%t038>#_Gp=|2V7gvuW03C-qBlD*sKD8Pd6XA=c+<ej2Gakq6w8D2bc`TbiYE
zHE@Z4QB%`sb{z5<WYcqSk(Y$SO;XJK3hlf={Ciw!Ly3>R`HI8b@BT{T+KB|SHO~p_
z`3Rl4>PWhZhQs^$HLh!XT-~YFx%tr8<H#Am=NuY23KI_S&-N){!Y<xs5ALX4M~J;i
z%dyczJHgs8{=JudrX=%>)7r^ws4D7cU?MLMC4VR3KwngvJs~G|SJDt~dcB>$ZrokY
z_f~q?9CKfd_XRy4jGSrco;ZN>GXQe*q$M7OVnKquqkCNKi%(xMWL+F|^MhY@#%YZ*
z6utZQql9ly0sD)I>F{ZWxV$#<;i$L5R?9bK5CP^1mBF$79L;)lgm5GWxN8xJP!O+5
zSkZa_>r%!?Ae!afCNfntky1(X!oHycFyv7|rO8@(_bvP<1d8;mAs%;7VdEJ?BXuL_
zzR}F<t>u#Acg|~XJPzg=PqnZD+7{ET(OGAjNc!TejbmXdq%QVTmqjg}mhX?$f2I4f
z$ljvQ9OFjleu@9F_pMYF3;^Vb{;qkFCcZ1R^eCzC%UbWD5n@O!dMKx|3FU0bun}T)
z07M7E*_q$>jH3o1elWSnALH5*!oHaC1Q}oOLnaggKPv-fYUAd{AP|swWqjFNI+7I?
z39-7m7e|le{-H=XxV^<@Wi73eaC|j^QtzMe<<$;RK;cE>LZW_`L%dD8We_A)k<}>*
z`(MSM6d2Fd%ED<T_DBXvCOd{CumutFlkroyh_miJL$^<6jpFN)Ai>PhYo~ww{N<V-
zzMds7_~l8BnyK7&s2d9kn80e`|DJJ(s_~7zzt9o{?>3I3KCrCa8Y0&k_ky`9-ViaQ
zhYnXADPj$L*R7~13VVh;dRgBpoz>Ls0a8#J^d)ImwONX6Uk0gmju+z?yGyV>w_@r5
zn@rB^XfT5E@Em+f!MS;_mBu=u%h4y^6HQYwG73#A(Fe2CPz@{7Y}=F{MjK+j7YJT6
z<8=)t#@JfXt(b0-Ixv=~Jdb9oIJ~XXAOTzx8v)uq{TiVJEwWWp0x*YlG^cayU5mfX
zC!)|WjhNSDSNZ*jWEmN6-dArujZ?itqSfb5C=hya4ja{$mFpd}iIiPl)*`!Dzp7>t
z61lFGLm4pEN?m96%i9_<DDAHm+jUo)7{(OIi;Y+~kG~_qJrg)d05;ccxuYD7mO53N
z0w;2R{d?)bIy6M_dI^d$yWxxBZ`tk?&K3tH@pL|QdqX3tb<)tJ9Q_Y(v#?I6<`<5s
zcKR+BdPq1OJ-3)%j2<lpw0b0*_5gY*ct!Ri-`i3}<fVd$1gar{XH-(0u8@y!7{2xr
z(33_pvBj<0lm+!KkEN>~5cz*OjdUmFyI~|U%F@;%TS~nzY4Ge%l(WB7j`XtG6CT_w
zA*dXJdtaPzt5O3kc+Kl)58AJDkreM>de>eBJGC!}8K-<U#x|Rqzp{wjp&8c6MU+4y
z76$l5w?98%S5nao@-!?Rx_FmS+EVf`#ddA!4yJ;`YL_A*xHqK;umc}a5&_~gUe(k_
zle(AJ#QK*kfdKIkX>e&3kluYhFR4CmMzYq?6<qZJK8XmCw`S6tM#e}=s6al@`HbXO
z(kUNlHj>R74<EM=?(0QY|M#YS+yfpeX*!Cfwtzp$^PFKZuOeMDXBuanA<{@5?)G*}
zvO^G^ugC$K1Vvcd=q=_%Tzd3XOmpf&i1%2s=h?(Lf4gzV1!-5FQSHa|oP$%DFMiCI
z<qo7It|_~`WtU*_%G*{wPkL7^NYBGtDkGGcqLcmm+3%=~Fky{P{4PO-pqQ2d#uQPg
zm_^j|{n>KJxmSl5h&vHVmT`ty83N5?Gsp^e`acd=Sv^I*P6)#<5BkY4l4ULX_0jsT
z=W-MFK)EpwbukdrXV_=^SB%5x{oq!QLs;q32%e1x9z_l&`F9=GVrn^5MxLI&X_QcG
zD*l3;&CU2RI&vrWM((Y>pg}Ucc$1#tzSc4<2acPo4lP4~B=xxSN=4R;|DqVj&7Ayb
z{EU8;S1;v5>R(s%U@{X25HS^oQv+HdvmC<W@f<jv9+VL<h_QXsW^6v0Gl*;eNR$@-
zwRp6WDQ%L?#fl?GdS+lvn^eNzI<x6(=-kR;xj%8tTLv$RpxrYw)WWkJw_crg%(4-b
zF`MUH@q*UA4KhdRTN>chRlyKceA@W#FWvioe;x&yMtL!p0Ec^o74K=M;(<%DM6nJv
zGGi^BTq0i%Lc@~I39^Pn1Fvb-HYNGHZw~cqf1xRK@xc(lBGyGxtbkyl_)4hSFu}OH
zE)<gU^mTcGFg92f$y&!fGiO{T8mTO<VVWQrpoH<bof+gMu3gh|$WBrHHFD$tHJ{J3
zq0E7mi;Q5|x|rm0!vm+he4Z^7bbh6X-^WSw>$Dm6D@hqIh|CP{nhppfvtpk&8TeTF
z_{5u5YgOgXk|pJJP(ed-KO9r+9NzYI+)PxxRkFI#Ee2V=cq!76OMH&g{-KnSZ%?Hp
z-ZBqksa0FZvqv(>ILzkPfs<M~SAr3$gj3enaqt$_9F@ha>bqdtkPEIL_?H(}$_oT`
z`AV;!TU8O2P=ajvXH$!GOxzuEZ@<LsTr*2zy2OocMC5VNE_MQ_c6@nXh77%^yAL1X
zzR>r>@p}Ddwh?37gXK$gpX-EQoCoOK6Am>jol^DndwcKh&maMw?)QZcW_kW_9xN(x
z7XXF!Ud?n}ry7vV!UT%!!b?A!yxT<a-D!I{Za}dRO;nAkJQ4lAxvVYsU&1Q&<yoxn
z?}e|DVQaHJ<st8U=2q?(gcI_8!he*Q69ZIHWOX}=xqB_9ZsD47PM0rK-<*$8Gf&7>
zJZiJbgK$tMfMw^sywRzjG6%p{KjdbPFS@pHtvg!cE%ZAR*Z%+<?Ypd^Oq5!g5-yO_
zK%03htaSDZThQIdQpZ<#otpL%{-IW<7c<^d+aDt5yX?~uFE(3JEbDExr9a%}`_<v+
zFOMh}u#2~^H9zIQN9lBoF(T_zM-7cF#dUO+WW35R`0`K|$1#7&IWdvNz~pPhn1;q%
zfQm5R?_7ePKYZ!n5^eQ!di;*NW==7J7<5N#HjTE0>IAW*;|zZJBGP*mOkNTi#ExG*
zW5DyK;8!{WvRv(FU9!$CNy?UFn`(nF8WgHs*a3k@etA94m%m!7>H|jqcLd`JVl^as
zaa72R5%NNs(rt5hb;KwBUWm-|pHUO@XE<|M7(oEQq@!87*;T+8w{<pu-`_9In^sR<
zln$Ksw{NF7Bug%gPdFB&lPxODUd$qUe6dDoYxhO!<AE2A?>S2Dn#)V-essXpN?RT@
z8|J*Y+(}&P$TPin(D5ns{FwJ5745M?qgk(3-ifXc?{PL%yX|XObK5!{;uw(X66`aL
z!PNTZ=FDCNN!8UXXwL6=FLq5oVb8qqN{2i>dXSJCirF$Xu$AeCB3Bf#{}wx|YoJkI
z`k(`rVSf@x$UOS!F5cbcltldr@ac-<^n9=8eS02xH%E2e66=|cBw3y*_LqcG$z}f`
zgu+2CrlEG(?d2A@|1~Z6sdRO4*@s&0ih@!!p`D0~nG7CBEqSO`c|Q<;#Th`&Ix66_
zHhayPw6GQv{{e0}eUS;_G4{~KwjybA=|=Ay!r5V<q`&iPY>$=G3`QYv+DxSh_+16}
zmam0{){E^@z}noIH<qx|Gsj4zcS6K-l5g{k7UExhz41V_EGa@dIc%k_EL5GfOv}kG
zf^+ggN5l^k_qqgp;g@<2LjL>P*8^0YhuyZ%f({@Mmi!gXVCy;Hp4%v46(Ohl9m}=d
zrC7V!J>bAsB%|1t=!-z*HoES!!E}z)V{;3hX!41FD6`tu65Ns_#qfyMdXPWZ4dhgM
zT&0;$i@!}VeN4Q6y1YdlE)X~T6Xo+MX+I-n0(Zq0Y$=4j(*@npc$@Pr<&?JAkAw-C
z`UZ8(v)dfyllWHbr~eRm&^*S0(X-tHBh&#Mwap=Ivw6ZVNC2&foyz9SC0h9o#T9}^
zRb?=dWoM5M;1|0>28~VX4$70^B)j+V{>sZM3$H#dH0un*jF3trzrlqqrN_7nET7iP
zOGOwz$g97w{<0ZI@2$sCv4UG=_nOrlggCm%LR@i(k*4zO50CAIOrky?O!Wkz@3Vrs
z#OII3+XbeStWeO}>qX}HR5>UcY-UrTv)@u5+0LEQkUMyxkW*OZO(dH#gc2VPHb46N
zpJLbJ)<0jGMK2-7@r`=EtHNJ`={}(X>BhdV?oYlMExbD0e6#$=Fy+DMZdmMQ)A;sY
zs^8;{x*1KX+Dy%I-}i#FkWj~@7e-!bUg94!3hx7D>N>?<(6{|fX}vgzDZ6MGi4_Om
z&12vk_~iuf_Aifcsl?aJWz{lLAv*dJTKES+k=(%cgZ#@;C1G{y3fQ+8+@7a`Jy(D-
z@31oJ6u<S-6o1b+Yr<4sMp?6iNOt{%)`wOpliBnE59?TUPmvMRzv&$R1OP9&KX_kb
zX%%><H~5St_qKx8WiRUrv85Y*bh=T(5}!0rGWpYmx0y1C484K$Iep&OS93yIe~b>i
znQ&yKJoo*O^$GbRsb+b9CW*|eQk!PWZy1U;Oj=>lcx};jwX6dyy7JP1M21^T;|be`
zi0}PiI)l)>IJFfCAvSr+<<=ayBuJJ~h<!STB?z*i$pnE*xN4N?fk9jp(KCmwrrwnr
zSxF-ZGHK|B#gp3$S2={ulb!W(`m-51aN#GfgY~DClyid0eraF%MjGP~>zv<x@;V`}
z)N@P1qg49VcG>eUIbWy`SAHC}-H|z~=euySY?XQiZ~pq}X=H>99(3_4vqy(j7IB<K
z?JMOtT+ww(`WiHB`0exY$2O=u>itRs<_srr5EN3J;7FZ^s4SaFV<slBOYgB}BNR+=
zr1`$Tq9d8iL??OwlAba8okbO1yEg-;vT2i3VO-A6$p3Eom5{A3MfD&K>0wolo@c(O
z|H2_!#{E~H76S4XUR}LAs4nF;-6`9C9QZr3VF7z<{^+02Gymb3Rj~Bs+pv1un~+A1
z1(hCujjdLxTUHr`S?wpK$@7$EV?|xbo4yYv)75m!ChTH(B>9AE;bhv<FLaK>b6>N$
z6VLiJ#`<$Os-e`iRH@7PSBP_PCTyoi)|Tfq(0jpmw(c9x?V-!X38`0vVgO9h0O8g_
zMNsx^<JR}AV1>e0+We<cUg(BGr>V}!C;oL!t8W)sO#jaG{V?H&z6qxp%u9@Vp(WLM
z{a!7jOXxUWexw_Qp4odp2;BC)k!#*@Q^enTJ#CBG{C@yUyzk0o4YH)k;!z3aPER4$
z4(=fFO++>zh5*h6*Kp3>t80rRFpmw4fsWytXCft0M`drBuKLMCwUAk50~fbR@MPoc
z&u0yVnCTH(<fF@H`yR;$`(MSZ6TbJ@L|0CroO}P?t14)yXWdA*HC1%);)*HhY!&H>
z^5a^@acBj=whrK7I~u2Hb3zR_c={&W&(8hsKD&9Cfij%4DzGiGD}(;rnuKE&H=IV+
zIff!XOx%2v+a%ivg@?5*jR3Vi4^dfZAH)!%-qhPyOD}t7o$Yrj581zz602PgBgb_v
zG-^eNAuL2=)TZ@rn{6e6$`HEu0*mzCffz>Vf(=KroxO4Q(|31I;^nO$OpxKPG#Q6G
zCdxURjhy~0$ow6p1-N`m{Sb5btpRw2+8a%dLJDl;`j3XCLEU!1p(Czi9A_O~Asg$G
zatEQ)=1%G-YM+1e<(*g@Xul|N>Anzu1Pp{$j(Zui<Z^`8Z02xI`lgYpZUJ%KpUgtl
zYxE!Z?}h%xL}8*bsP|`)64&!2G^{KuC+NB)2v7)eHHCwRn@=R8#rk?Z%wEbxIp936
zNPSLZ|G8hVJmT~F${APN?U9%sZmMM=cGO(QK3%xrU?;H%`V3O>cS%MM8o7@XYhSGm
zZA9Q)W!OLz1hd=~&6U8&E!{@^GG@zHMw~V7kr)iECK@MY2Hy+09;?=;if(dn_J;=|
zvaQp>d!^|4gXB`S@t~bd6mO>!D})KjxLszV4DJ1R;WBd>@Z`N56ZEut>y!F^+3$>l
z0IgA*r1xSV?#;B+(D>4N`02am^B1BwzPgq<$!SJ7nV$sCL$!>I8M=hQ`8(!hO>j*u
zA5W;JlpM_FZ>OUL-Od|>i)s3ICR??QDr*UZ#kAz$Dq=+nvtm7oWMk_h2zS`xnLn!c
zbZ}0*n#xEWIKlnu&HTDS(O9|uQCc^cA4aQ<+GfaIXgN>{$@o6@W<>B7P1n>Gq9u|q
zsU24psx-5NQZg<x<Q3^2g+<dHi)h_Uw&!K6>;xlV-!pW-1@wNf8)Ze8vRP<og0Kw2
z$^47+0>Js3XPfe;-v&>VwT;D}U&)`vNmx}eix7>Qo!(RC#t6SqMZ5w~F`A}QBOeC|
zm~Dtfxc1KQG$I*N>ZfjS{GHqGu<5XQUgh-D=)^Fae?nhzi`TNLQXI{t8E<9htn`R^
z>x!niB>EARN!%=u)YytueZnrZ)G3mFx7}Jvr4YS^5u<%N?jCk1lUKCN78mM-KbFmC
zjLO-PWM$=_U#E|Ys~x?<D+0O<a=CgU;;Lv4Cj0@l9PHD&xR;kqXP%zAp}{z#te9j_
zZ+lmPSMTBanS+^p`P(Nokb?Za9bN=&TzCxWzSM1)E!B!POdKYsP`uuy#kU(*P1#2-
zVciPW<H0;X|9(^SN}3V08kshhqWL?7<gV9_C+pQCe~!3g+{W~H3tLLEI`OM<->9Me
zdin;Su13lK0pzsS??pfCKLKMcuL+iDFSYpu3!u?IZWJ^>X*d1YRSh@HU(S@DBg}P}
z<)mI#+bpKK1mcOEgt3g>qd-U8qKIH*z<);P5e4d()OHZTSE<yH`MzYI$sVS-ackE8
zodaC&LvxMI_-VzvJ@Ri=J*$xGo=FLrH=hSV#P!tIjW;jfCH_6TUhbo{1XsT$%m_>T
zg}>>>P`XUUx!iHl9_sec+u5lOTT@rMi~Svl6M)*(+xcF22nOHVS1bITe+v7qQSg2T
z+(wV@i!s{$ZFM(Q-mFPjdYHH{;TPVY<mfhf?P#?4L}y=N5yu3b#T~Mz*EEBtfM)kT
zgb3G1Bf|oG8;4Fy#jXa1oD{anpqASY4*AS0EJ%Xt1(-UMn^0T9caBI&i-zAAA8YXo
z&e{u`fJaqG!q!2MAG)e6>SI{5s?nMucko9Vio-ZKWX}1qt58Oe#M@*>=6<0uNrQ<3
z;*Sl^XXa}{!@g1hjEv<9_dLq7<-4%H55~VxAJF6<-Yy8LYdI<Q2oQAXnP$3m|8#S!
zPLxmu^*YqmnGIZiPdG(8=6`1`RTb*eGEyv^Fu(hI_^bZUB)g8gpMUHNsEZys66Ie6
zptk?hx)uIn4N23>^$Q6QI!ruIQ^38+6Fa!5g(4)yF)~>)Bj(XdU7q8@-z=Z5R1N`w
zj*XQ@@<gq_iQG%*I6eR}dO_vj#@2Psj*Ed?TxZa=Yd@Q7^1Q*fm-FaJf%=XJ@2nS%
zNFv>qU#jo?##M`5N}H2j^!?h#%UUx&!{T9z<c0Xlh0!8?btOhKgCr<csR`XRe_zbj
z)X;aeU*AuQi1~r)iJS>wOKZe5+ics2julvU*C|6fH04uM0vpGkZ9KM0n<H{=J+GG*
zExjNPI5qZuL=wvEEv0Ya$)36RsLv>baMwqVpx@@(<?06w^JkJldfT{_BShhIwnARb
z4i0PD#y9PE!?jOd-m`6(gW4JTn(t28lu`8{M;VLkd=PU;{e4?VyH<HyU8PA0q)cUi
z@|ybkXLmqj!3%sP>i;M@^FXHmKaS6tBiBMXbIh@6ZbA}sZWy+?kK7ECvrvTGN0`m6
z92<tYa;M9YGs&H++#zxlmFoN3@8A9X-uv@<zh1BB;}K;b@F8uYVyqK?_3??9y!!40
zsV)^FtRL4>8c#Cd(R95UxAbf6g(Om}Qy7GY#aHQZtE#IP#)BM;guz5UsFcY^ahXq+
zVsb)QIAdm$%F%1a!%x<GroOWIK$Z)C^n;Af8M2ME!oGcago2=GL>05TWp>eno;t>F
zkE>%o|9+S*EWVfb&iw6c^(7^^W$)}HCxM9@KJzG>PJ@xFirL@&kmvYGGxkJsbuNPP
z{)v}-CLO7R?@}J+n$)TOu$Q}dBulh!*fTM4TsygwNF|cMV0OWf2&GL6bzeT|)&5K?
zKUK<40~R7|Ohzh!Vou>Eg9p$)-9+{BP5q)S0i<xo<Z+yOz-Zr_l5W-e?EMPKKV618
zt$bS|r#wcxYi%znSG-ccz3;I99MT|w$;;SUdv|xGm}joiz~Pc^cH&zJg@_lM$ui)P
zXV>0eESbq2du%tk;l!8bcdN--3s7ZRQwu3}uh_)l%o<zAXvsV6DMU*64NH%4qJ-8}
z92enlOpwk)VGY1Nz>g{O_cs90T}dD;8O^M4*1m%4B_<0*vca0S_{uLx!lxCZcuNj~
zf_r2B18mo7f=$Y&{{ysqa}MiX4(CmsF8JYLo+DZ+DtSU0tp<O|m5|rJBQ2>jbS$a(
zC8Fl#LQ*qR0OXr;m%pWQE$_k$2kn$2H+cB>=|DCUGTPIvO5cLQ=f@L_UI{KBd{mwx
z=Q}Bl`kI<VYQ{w^^h`Djo2nKi>W~AMSe=-jSu0mSchh~-t+M2`({7+Z$^`WEcVo*x
zJ|14!NM+z>Tc9$qgWkOVjo@wE+w*_u6v+Lz3u8GzDd~P%)oudvX22PIQNrp7{@PxB
zRPu5FZoLkC*F}PIum}D!yB|}rejrxg!RDD?QZb!`B7xAgAtF|j?C|NFfwI2C_r7Ma
z>*$*7I?P;=Df#0?c}&RU6oJC2){c)iLGhOoZeZ63JHGM*6D|lC;X_afQim0sH~-+X
zLtnB^E8%ncOE-xpYkr?A<#L^<JzekZt8JIP@&ayXHHOVz1{+Gn35qBet)JK>e7582
zOL3^K0aSa`2@a4a^#p7HGH31FtjgB{BBQ>gnXEAwiq)iF%+Ga&ww{!Jr&kJg+Vyzd
zkvu&0<at9;n13qRE@Zs5r|$9gOnu#uwPrH^j4(}$ZB2fC!HsIbGhlU+KPVzk-k#LF
zGy=I<&0W*Rzy0DtdfK`j6Wk!>d%>_@oJF*rLr>wu4k0$M00bEkPJQ^S!jN@i=8sjV
zL+WsQ2n84b5rT%wl{}k!_T-)PJZaj#Y{6n!@79XKjXcJJgNH9k+EkO(kJ<wp*OL$d
z3t7nxW|k65-)Gs%PyCDPUvF6`7vo2qWGNG$rzI)|o=J=7!BtJ8Fhe5<ed};4Yfw|#
z-Fl0t@)6iWi^i!-OqdsC7po?%zx_JNZPndy|4E7>M}6;VxLlX-71QNF8DZ)Y4X9p7
z$s@FCc(j=(ew`kwzaRt~i#S~LVuK+w;`+Kq7Z|J;)8gnhwzO;O`8SOxc*!(Q@ZWMK
z*SP0&W5nzWu$uvaneUJ;p$8d@|HL#cd|mQETfnZ8foJReoA*?mA0%GY@`{?Nu3G8@
z5oIYKFJ~5qBErPMrv%S>5r-8nD(jDewgY5n)KYf4O*4Pr)~b8&bIke?%+Z@^mQOOD
zk9=KfMmfJ~ww@N)nso8YPVDyRQ1%lXb<2)(;|3YN;eVB#q1$cyC<Szu3ZX-Q=J{B&
zqp-{h+sOw$>Va7GQsv%sTh;rbgtxBttt^MsQRfO&&OYaauhq`<unLBdr5x7TXclab
z`eX&lb7*!#JEVkb!H1Uc_W{>`{ZYU2Rf8{#mXKX~@ua|ZhT_yA8cnrwu7QQYN_v}w
z@=YmfTT{D1OCvVZBM%CdO7+-q10YhK`e}oFmcY!*GJFCaL&hSI$N|r|qou5!rwyvW
zQgxwp?yxCRmL;@7XeB6=<#l|`Kdjt6hoB6iXc=R<CW`oYm@%i{tFjAO(^}jA)+C&Z
zW;KpAHS9(7beX%kLD&F%lI-BORjB%!%S%12+m}<jf3<5GBmOp`9*I+cmGTt&Lh;k3
z2xFY(Vxd))&Ut{wx7MMk8*i?)d<fbUL2BMxT_12J2hZXT?krk2I9frwm1}3@atjFp
z$I#TwLS|tTC3zD_#t*|`dFA8EF41tC8zwCN<592=B8ZC?md50c^sCh0eT0(NLM-z+
z*E6edU4U434=y!MCY52_eE0=Qqi;Z=l4o}UI52u9ZwO<ner04Hg#?KGSUqmr%{K?P
z!}5`hZ$q!#RoN1rOqx`K?mtQU-OG;;JC{IObZ4`yF<5D?`rI(jrtz$PZ^VuWWZg+2
z{?`6zp|yw`NVUY&AYX@1V#-AuMd?gN)b_N@o>X8qyGQ;5JezViSN+kTJuoTLtk!u9
zJ3P6Qf(MC{%k_sRTGV~-lMxUxplg)H-kDAiyC;eDl7CKnUZ(eo4ZY8$s4=y4YJY9M
zY2Dy8*^d2pO=U~0Qf<`42D9+aMFir*LA`dSJ{@B{*3?3#m%PrlYuHEsxr@Rn04GW`
z>QPMi)J)_~MDi=l2ynBumu=lG14uc~oN_>1(%Ofkw(t<xm*PO1Yi!Z)a9~T&sOjV3
za$A?^096Xmb<7DHwxbl!MHC^w^=i{ve0<+KKS(<09HA{wBUX4X0r&TQUDnr=&2;NB
z@I;pU9-ib0QW5{n5R`36egz$NhXF~<pF7u|ICvg7wTcy{NStV4tLxoTqZ_&9Oh(L8
zQ|JMi-ceW0l!SW^i(^7V%7M+1(|#T27+>$FX0<EIo|vk>YW0e?f2X8BL_ORYdRu3a
z3*@CIPxbUuqmFz3LJz0jvBb&MMn@f{Dt1U``OLUY@7JUujwIBaLj<DIlIPKn>&#T-
zNrfCqvtJE1dpAP=1H5h2iahL^E;u2M*3s?bRJ<I3paDNKHQAlORVtI3PJ2t{6C6xR
z%_kTM7f>vj5YS^Yb(pq(Ty%W*`|dq~p}oh~t{VlkrKdDaySSD{Ug6h1VjymS+LtFi
z3p;ZG*(}XsM!t+J3{NiIQ~jOz2}5)!S|~oTTntb-h!d4#mBkSfpm2oVi7<+Xz|>j6
zGAyNV4%HW@a}2yY&b+w6lW`^^67^W*>c?^_;evTF!<;)Wx<yxr_n=`==#Y2Pb3C%3
zxuW}g(pjIU;w^S?L+3m}yvojvMA?24?1vD90Xz8H7y%eqL`Obt=3&4k#;h`uMu1<x
zah%&4y|miwWG>Llo=!{qxB`sSg@6q!hms;$miK+^t^K!l%N%&`c=7qCQTX#YLP=F1
zmID(@cA_N#^*NPZNPIYyL}5FPsPEo^e<0iN*_|stKv`<u3;5Jw4IF5yUP&CpAss@w
z3hz26zl-_{<;ft~xPI*LLS;!Qegd?N!IcZ@HIA_KdD^F#HGg7H+SX;M-8qh_v2(WV
zXLU+f{-)y8LO)bZF|<^9EbgifdMPGt8wDz1lcakie>S#BSkf?{QZO~GSRywGUrG`h
z!`8zWotw3Uf+*r}Fxw-LK|CD@r>Le9Dx#zr`Ed39oBV_;IWC=7+WrKd9L-Z9jSzoe
z&MLmw;1s<dHp0jnU{H4=`f}QMIqgRXl~Y9e;x=kui&3+6va7J)%h~NGRgMl~@}bnA
zgyM3X_Phk2+jOJkNy1Ty&t?7!xC7}J#HD*psUmL@K*yRQ7;AB`gy(Du`$-QNxKp0Y
z)>_A4b!8;CN%JP{C`~-zDu4Z@iSV_(2r(IpnBGgfaIrOkI_To^nt2f?g|LZwTpZW;
zXe7|lCbD^qO)AF#QDBYIyIYAun}*zk5C&hVmwge`GnEy;SVqx#P;K{^_o*6$zeE50
z`mc~tV2<VUJK!xVw+<K2$<Hx6klCtYm>WD89PFUIhC%d{<s^XJ9OS||3aq+%*bDx2
zBRj|ZN(aStFFvEFD|Ot;1Eadv{8}bk`L44;E(r=n8IcCCrpG@@5`I0Vm_~2XC2AcH
zG4wn+{4tJrFLNz0+VQ(-X0g%}kB~!jLwYyUGeqO<0K4xy$l~t#maC=ed4F}vUC0=x
zn(mq({L_1R8`mANp%rh!i_vkX5yztJtcc3lt!^NO!>CcQY@HFu+b@!L@5(Ui4N;(4
zBb!rg+0CzEbw)R>H#7+R{ciFOcud|5Nh_7J(~=iRs6^$p02n`u+P3w`CEcxzvpGac
z@cnckqO{v6c_OBPmNrwtZ1*rT2q(Ax4lBguh$s%n{Zx<_n)#CLuMgXr>W}Zg*z3<~
zIJSbNe4~@WCCIyJ!f-T_D%M_B9?<a;Y@468ApEII{)<yZXYKXy7sk{pm|t_bt+jkd
zcK-8~BT-TN24+$9lIQ5heVC_SxQboNg(b76H>>idi*<_s#@8+$yd?%&d!QkA&(qPl
zZZodbJknH-wDw&7e$4#<{-=H@=M(LB@=|(mMyD6(ugN`{L4O(g$<If9y6#xk42K6|
zARN}<uif6#TI(1&OjJz41~PayI|p2VG<CE)o8>nHm;Eg)`Pk9$#C2&#KImb<!;U#j
zG2TDCvyI|k^$x$ciysqE_R-lb2Lpv3PY0Ea-E|-Is%IWr<K%Get<$*Ay6R-!pkUS)
z&?NW47H-!uJBrm$i`>0JMvoAv<2xMEu1RPycfY(9K2D82y+rCDuRY8O$0BEGi2xp<
zDJ&oo6U7hcWiT$A`+8t-jpgLus}Ui-so+n<k1tI}I{ji6C3uTP%QaQVeL1$2x7dEe
zOyzQQ{itR1*Z?P)DAo1^ivN4A7BlI%@N(mF<f``^R4^B_(33Xf9z~6P=TOn_K)W{g
z+0u>bM#3z2@0cVk>vjBnQsH(UV4ynnuDw|Ku<q0~<bGbsN%DJ1=7MddvX~DM)`fRl
z998_ox(Kx;d1deFMyiaX%viHj_cC6)MT8I1A(nz^+<yL<I@qIan>y7fv%9^lM5~(q
zq!DynCUQ7?5eooR;uZN`Rr4)<oud!U;M8j1>&x$df0sP-T+iqStkhGn$R`(dB9Bqt
zR2E?MY&roSQIO>WNz==uBZrNN{{Z*Wy5nfE2rsUlq{&1gW%{0PFcd0J>9rBjPdki_
zPaq~n+R-M5_V0g}!pd<j+UM=KZr&OF28{n*kIQ^+Mc+qKa`?@eou$Llt!EnWZfels
z++wHeAMAYfIeV7+o9{a1o(o6%crQ+Oi@bTaH{QOiBNot5Xjo|_5a}j0@Nm}CW@vhM
z*aTEV%BU|Pn*4s6`st$fGs02luboj@`ErBqF~_PLdwkY41rPpQNLV%rECqo%%yO!M
z0@xsRr)@tW&ldIlw(5&^dolHvRJlBTIR_TFn~ERru9qf~H@?hZawVIuF?i6h6zfo8
z!qM5Pp4gcnC1-~N;{;}a6$B|+#xamCZHYsD0WV}Jr|Uo<Kz$&H#~!Rr0E(djI~=sK
zd9>N_F?3aHJcJ@uq_&7Dw#TQQY+4`O%U;+_P|bJthKi~|^Dtkqa$#kSjtMoqS@#l>
z)3eyMiJR5QqqCb$Un4MD`>Z1dr?vlP&=kxi0kx6)$~1g{WsS+1XwvtjWmZ`|*klWl
z|3iOt>FLVPm`L}hqbn{a>c47}N}@Am+hw!)L{*v>viI=jQDi9=7^&q^1w*pqJ0=f1
zZ6&9Tb2A0`sE^k#D~KJ7^AGUv$DJ#Cxlp2tNIwHKPLPE>J4ZE5>(s5hN#2AmDXa{m
z2%K%LkG@iiMQ*f&wwAzbQoK_=9$<LHq*ujiXL~mn4+Qb~igElB!le+|)&dp&;-5lf
z7^xS%jD^-sUy^tp_dPgTF`Po*L!pv{?!aXkFLNTJ>XtRGa@-vLa)IS{G^cxBGDymo
z-6p7oxql;DneMfW#_sjSWI+yTW&-)cmM?=Csjl&MoFwS4#wR29Y%bZtPM%GbSMyK8
z2<bVYjE^1s=k{K9Mm|so&9vdt{+hP&5nPS-o6PZF3PDXRT(YQbU%GrXD4&mV(Zmcq
zDs~av<^z5&8t-*tOgJslpL?iwjm?N~8CA6WL7&_$a8^q5X1tm%u$m@p)4gy`+Thfl
zt4KE_(w)w*Gv(t|Gi6Z=_(XBUG<|Dqm4mU<=DU`NBvI*KY6c$ovrX7YRhL2Mm!s9W
z0hen#Rka&h&M?(llBb#D=5+ajZyu5S0z?Ac{iNKG6Nq19VFGMrd%h+l#9dDJV|t@?
z8<Ez`@oyMw#Rg`P002W)yjM^G(a~7jmlN+<_}#Cb9z-6WqN(7weVB!^#_pDkc!ESm
z|KSV!Ud1MUi|*jue*f+m8up0Yd@OiD4f&^gW!NIu@Ax0dA+$k11VZbFOv2tw5=n$Q
zo!!<|<F|K`Az>TKD~noQFcL*IEy1(!coV}(%JbZ$cg*5${yNB{VY7W@n7OxRE>V4$
zGTGqRn-6*A@AyMQ%^#o0uitdLegfR$m~UOBB(0ub`9hsRVbE)9ntyT$k*y~nFzP9R
zuOQ1t{%BfkVDk(5SQBk7*>h1@1dTgu$jRwBP|p~lLxSL!XV6@&!v_;0s7osv81C3M
zy3$A#*;7}!hH>DvmitQNo6{G^?XlDLR+@Y<aE11b+Ni+%9p3OETw%8RE%AO>rgLPH
zV~%Cg;&^9k`y@#msgaN<t6b7^?)q&!<da#*NuE<xE7%(GD730gxlZ28ttMzEN0@N_
z7{Z%&zcG6e4mXI93!`FRo9g-NS!6zKmMmD2>&glbeg1k-OVjf|fRwzB<AT!<lB31)
zWVJKKKkBTayqn1U@mZyWKWBrZdTSB2W#5Qwkf`J2BdahyU&=bCPx+kuMq&Qd=c=)`
zKW581(A|H~u4a>Jy>75ta#w7f#88FPzwvj0#UjPZvy^An?Yr5aE16^IQA=&`Lz40u
z3FXmqndg>F@WXw>`QI^D`!rr%e3%j}Wh;@%_Vww-uiLz9&J`7F;n$Lhy%BrwHddDe
z$?^=Q=e8pyj@I&M2{P}l<iySmNwn3^BK4iyHB{doLkCf8t!h(7d3S63XU;qm%OJ|y
zBn%M>7AwfPYn=M6m9u_%J<@LK^DJc++GtbikTr@lwRrxiyc{#U#=D)vc@xp7@j4i3
z9*7^tq|G(g(!g#I*)<U>^l7Jy4wp9a<nH`-e#!{-=}4{l-aEf&Z}Q0e6aGC)w|!e+
zdhM6LnSRe{hjG0tp!NlP+b>^IskpYYdy40(JIZEldi}=d?fvj0rkLnT+uJw3BCbNZ
z?v1R39FNx&=l8wH2{Nr){2n(7`K!z%vDUR}oW)s;d_miGvfikoG8Oy)PmiQGj*<1f
zf>D2WBdF&VSGSWTe>Dy*-pW(Ksdr_%ISap{EL#gDsm{#?rU`w=%2rO6!w?3xmE(j~
z(_*wc+N;Xm`IZ7T_)lNQ$_Kg5TkVf84eY)sJv7pY{p?&AT$Jpu@sPVQfEpg~0)E?O
z6X@(-moR5@q%Kgis%=z+ugxHD3sTuw{O`q|K1{PYy?yxZ<vT;DVYs`soqoo1<0W#3
zFiZ&1OJj+0=L7i%&^6)6@-}61-L2dMlZlrzPXcXz*~dhrH~q197B1{s*Y6?*Ik(?Y
z7H!@=?N5=eNR6*k=S{LklnmkeP0gx`q7$Y1wHzIIy{8ENenNZR&}u|=XR;GwttdjD
zN)e2MO&-dV%60{XhlS!bd}7{lU0IRqQ9WV)53mt^t3ON8bK;Jy(zQMPb4N^#Q~UNc
zNc%<_Q3vXsqub>@`x#Z%K24A|*UF?9LROU0u04BKag`2245({ywd(*k(-SxmDRUZo
zV~umG8Hc!~>Sb1KA0A^py*IgG|NiFfuDZL9q1Vn)T3(jB+)R~$CY4iF@?`5mjC)9l
zpYiO28*M8Soz6bK$ydML;%fM;4LuN!xOe5V6C7K+#yc}gU;gc2;q-aC<L4o<Bbg^_
zX7mJ&a}FqFc<V=xWU}>j7*=D_vA#C2%GU)p>4?7YI$4;G<BaJ3kS*!?S_>+1BPgNZ
zxZ7IOjCp->wMDsY#~XAPuU3L*z-4$InA|iT3PRShoMbz~Ce~CbZQ@aEY(aX+Ckd{u
z8+U&Ot912^j^F;M2xa?0bx5|#y8p~2groA@!Ew%-wTQ#PoM)G6BN8&*639&5T}JTf
zpUc@4`=Tr6#Py=0m3}AQoX_<%&exN_TvXZ07Merj*u_cKHj7xsUHNkT?N89r?#;q|
z8RmT-ma6q0)+75qIrd@iN{Pjrn>Y5VqRH)F5ZN?~?Att+coYJzhsYA|m-UZuMt!L(
zM)PrO%Hi&bLBS53YrOc2Ms89NK)jNW=HLkX{UUYfRNzv5pEJZue7jbWoPQ<I{WGO2
zM>ORG0#DcMGE?0%l!KX4W@lNTwX9Z+=i7Z!+q&CV#cGibf5ta6QG6lu6!hA4nbAPu
zJfRv`F5d>VkWiF(ZM4c7d_cy%tAgk9VJ8m^3qSE)*tFXHzFEP0NnYsd^^LL)vcJhh
z_IF~>uAU`>)jjY?OMO^llnA$tf`Dq|q-5V+Gy4zO6q4#Fo?lgUWW}CCF`p17wV6F>
zLkl+}SS@qY4}ZHzjDF`MytAe~Z(f*Mo1L3PrlsARs9N!w&EutsSK0_rb|wfS1uRzB
z(O1hq!nSCoPnGM@gO3<FHI*}R>j`FxVFRxHo8S_8>MfHYh@*_9tZ*nGts>HD6vr9@
zA9_Ku#g9*`gRwK{;(*t2A-YK$QLW?~;GLE)ylF*mSfcYcE>sU^hzjaVJ#masr}lP7
zLRX`Ph~ZODioaf#8c;jkGt;l>%{P5Y7Y+_wer5$Eo9F$}stk+dRh_PY=WyCNS^x4X
z+q#|zxqMnd-G@$>Yk756S6m>qBrT(6s7$S$1P}vW6$HwJe7bSE`6*%V%A8migpHg;
zQr{}HfNoGs>?FbV;*O;73%F+)>!X6FDjy&9IeiW%M%S)A5b(DWzLj#?(aJfc{04mR
zrI5o`aaXoL7a>snjh9d^4nZ|o&$cZJcDpX@>~wl?sjs;F(1s*#&(?oTTM8lPKckVj
zsIb>kU{+QW(WGC&<Hc8tW~t1-h(HlCWWTDfv!wh@rZ%ePn{~k@=L*A+sx}j^6i#io
zw|6mJOmDLnHgxjUIvuX^&(O|0z5}P6{m%Gw6ph=l+%UwJLkhkNPTPYi<*Y#Zgqw8V
z8>Lv0PF5_)onq<X`m}2h^XJC37{-Wq##z8Zdb62o7|c;0XM`QN)SjKK6()Rb@vv{L
z<q&6Psc8{?^TI=jIimEODQ~hOD6h)ashVa)t|1Q2lCDNn!$$IMKHya{1D|YQIiyJ2
z4tZs?Oq+5W#ne6)M4{=PFmTX%GLAj?-!B%>SzIt7mbOo#%g9>%nqIx_tHkrD<GjOj
zxd#_d@cUHw^RBK@$f9t3ruB=48Wnj>)!oVMX7zMCw~v;!*R}ae+I_9H7&X2WY|<C}
zUJ7sKsVyF}WzZ3;=}8XUtUTVSgT3o)6r|DMYqT!26@9&4ixS5C{+jYlBbjtV?5!z}
zbNGM}wkn%IFL*qbT=6sJh&p<k(`jN8V`}uNL)u9VBK3ZBcVU-Tu&MbQ!t+gWEcz1L
z3wG4bof&b8(#OcbOc+|8w+%XnM)YhoX&X7}i2HWrX9OC5__gSD4&3o8_3Dtxo6YnJ
z5g|e;d@`ERNbfGATxQG;rwJ`E8~%2^966K#Oni{|`bElIunxz<e*mAQ=>F>;XQL}m
zliQYy)*+2t|8685b@24>bn5?+JN)v_u<v$bO?AMleuk9V>WHe6DX?7V{Nld(EylXl
z<?_|q@ZE(5&KWMA)hdFrtc!k{>3b!NFbdUynYS~=bn*64N6x>ls$<#vvsCMEH1_=|
zE?Ta=4Gq0e44sl|e3$abPp@s=@dqOHZ|9V_rAIe~du^ohZT6>UbJ`T%xpk6OhZ*5W
z=rsLUpV-sUXrnN06>@eeM7;2#Yc|r<M<B#6{3AybfB)`HnRDH~77%ZO{I&UB2qJH?
z!1vk_%df8W#=bi@HFI2#7ii<=#igZmtB%{<)SA<}>2o@weMwiXVWCdGEq=_W`h6|5
zJK885ZdG87XzH5Mhe})F6w&*@ziko6@hi{vyA6$+(cN7{KNKx(&++j%49o{-Wxl}@
zK9Pm>*0G@nxWtkZWFLLM;}hYp%@rGjWHlOXoi0&GnzZadzWjRTmek8H6`RKb8KdA>
z^x%hOAl+4eKaqyU#zxA)oRz)ZJ|ZuppL>mbJ;aF#oDfR}O29!SEYCIT?!6&eZD%D%
ziG<8=sdepNK2wlq4=%jbft_wORFM&E^<MUzadiK9nv_G|G=tVpJ)Q&VajEW}_uWfe
z@r@vKV1?gr{s)k3WPdBQTWC$WY;fO2pD>bWxYMX+8)Y8je{pg-obT?I3V2TX>NnqT
zx!Xnf3k{rT2jN#_yY^+ll{RRtvzq!6n|_8Bg}3ISycQUWzU_N{(R;G&1da~mej3fB
zXU`^?{HU*u=oWErbDuhlv~}E?ZiZsjh>nD0elLkz`wJU;X%C6uO|1^pCX%9bnD4|T
z&c>0zsLmxwl}T>4?B0sNsXRcG=Yc;pa9sacO(}F7SMHmk0|y7RtRGOTGRoP*2V!~2
zd^W+g`NjJ3);+bJ(7@K$Ru|jXQ?U>SM-T~&#fc;6k(ftS+6OmJqax;7uBGNP%9~Pt
zDoRqnf52M%N0kSI^KvLI!+PZD+eENA2-x`{yDN>sRH;-_*v4>2;y-{IyeUwS$%wb}
z&U1c49a9BZ4$#yeWh-iiWziqgCV~=`e{-(|g_NeQe}|W)wyd?c#_Ss;UM!dMB%Y73
z1st%wT0>;N_#Icnf9vT>c1@`@$dm64ZXXqydY3TI_>an!M03Lw31#JZ`6w)rEyH`9
z&CS}rm`}{@+T)(vhQS5FVxV_Z>XX;trQ7vUC~NwgTN@3kw%<bI0r9%Kn(MvEV5!l>
zut{@7GTI4*c>J}h7>wgG#Pt{QO#ZTiLQi1}`b8{=G&m!}V8ttrlI=szD#^)T#Nn-d
z1R<sQqxmS>Ip(13x}?5uaP6|F)6OyW4e|oNXMeJNRYE=ZmlbzBaE>-J_}Z{#3;~%n
z9)Ee*D&zv0B~|4LUk}v{ILO;}T=jGM`(pZ)?p=pjU|VgzfTRV7aq_2&$6d?p1=GJ3
zl)7%}ZrxVc(fMSt3H=WcGZiqpc2u$+a?7)yJhl5J02YUO%JUmeo!0Jbs=e0PpEnh6
z$T@NPDDLjPgqv?W&v=d5R#iv5xMn*=psn4>+<oxiYvlv69X7Oaj&!IjSuBS`?WV)7
z{<X>EWlP0J*+8HQSkGTvf@$N5qzALY<kO*-MoavE?mx=An+4r%-$W_KK)v6`!J<lz
zO%Q~<ttmlS(@L;ueNWSg9|YG=cEEewQ+#mgc;#DNEg8MJ%x0F7jwpyJH%U5Pdx_5n
z?wLjsscr4$1WFq{TS$qksCI<&D=b%fBOpd8usG@ws?Om%VaRoPslL!Y73KbkQWel?
z%ORkKh?4r?4<qXE7IftT8x09HZ|1MH(?nc%p69+gPKi`-Y?T_>QcDlAmWnhDEVXO7
z*|6gLy7dK(?)yCI^R;FUB7y2(4D@huM`31oTA_57*HNRNk{#tQ7gMVFRKL+^xAKY&
zU&`If>C7G<Y9*@1Z~34Lafwpw;00E&9t37-Nh&uPi>*KOWHfPz52*p`F@ZH<X^2Vo
zv$f=}`I}j3rob$pPih^M)*>nEqIZguekwc1W#fTzhrJ&apI|#sk|WViq2IfQ<k&d&
z5SUz1r@zI#fwsrLXEqZ%VzhA2Z5AK-qnBc`3)Q$jW>-jGlJ5eUddZtXxs<kPbJ!iJ
z!68JR@x{ge0DkwBG^_p5cm5%dy9eW3=VnlTi&W<hGGZ+T-5N#chFWo<aNUNi9Pl_)
z(jU$24Qtb}o`tMJvdMJsthRH+;0t}~^YI0~WD6Hm?LCES5E1o&Xdj4IH+5Vdl1oj<
zE#LBynvP!MM&?9Ui3E$4i<?*}b_w8C70pQk7jhV{WT5X-X|Ru3`XmYfulm>MJhM4y
z<%+i2yy&Ga`#T|b^4msA{6%L&DC(ugFxM#o;O>mQ^=?n0ik%zZg*o*)Wz4W#RCzvT
zw>XG`7vNO;53qKL!0$U35vu;SqYp7zwR_!KP`lJ*>Cxpyvt;X>OmX5ysZ5B<=EHvC
zV2oUThv8so==~yFYb3Aw2cD7rZObS@&#}BQRbO(8eOwtt&(447c$(H8KiY2p+8J3<
zy#E}ZGj`t2o-LySPGPCJB~db6LlPIqoRz8$uJ-_MR)B_-C3|>32eadPvm4PAazdvr
zD(Mba3gZ~3Z6@QJM^|k8fXA5jxY&@NJ<6^k&$tyr`8VtD&%S&)|B$YvrAE`JHZ)Kz
zuu1Jpa)6bL&SDXvbw|y94CR|@Ta>|DTV5xKp<~iaE9pOv{-v+)T9?=JqSje~k!YN+
z^CgZ&e0s+c2X&liND^}350kxlGao=Zafn#aTiRM7NRIV)2xr9Z<L-Jv$H@l4=O~QR
zC1+RS;3eM5e6)1cSNCJKmR<HZ-FS;jPYag{HtRp{qlieNuk~DF%uI)<lNa9)cp*Dy
zZ^6V(#~hB=KqUW@@^@$|juIKKt4KG!qo{YibAGTs?*=Mwi6vtal<m!`C__%YalD6h
z+C94O{&R3MATV%7{HK517{+N5sx^?wJn`byHeH}430A09`zQUaN0_5`o!_)m)&`%U
zTEa8sDEkm?Y<l*h=-tTc{wFH<%bRD+BFZH{8ttMns}Qmj%44kRb?qyOT<c6u#?uqD
zTcWIDS~@$H@GkefwVwP2+@*QPw9T=5sm4~)HX(Il-Jl=^p77hFpQhqUUc}9`Z9#|O
znm7)zFAPRT^i}IoIkH#fwM_fO{TP|FK5Kr-X@W1|;qUdPgA3l#FBs~pg$D*RcG-1T
zrSGHK?E<=!cPKeOjlh%bJN&T%;nNLdUHbF!PPTV646(XlYwSnpnGYlnMwViSeB-TP
zPlYgvC8UarF(fTakw!}&s9AciQ&E&$DZ$KTp0tdg0k#sYUxM_WOy4VZ_fQe#Xld0V
zZsNC4^!ErY{@<TIoL|hC!oq1tt^{#F04D(p@VxtWy?I<CA>6SdKrZ7oIkBbRW+4y;
z18zV0J?s#NWEHO(;btB|Os_6VrgI-Qt_uF${tqA@NqJw~?&U#r5!4hwX5J`VT2CHb
zTr9*(4rQN!dF7CApOu?Yoz>=#T>jQMphH}(pngVar2{rq&GKwsj%(Wf38(jyH2Z%J
zcwjI%DhawBDodSP)>r+iI%VSc{^iN2saeyAaQGlEZ~^}I-fFEJ1T~<=yO#iSG+TLN
zP^fqT?M52bc={i}>-NY00K*Ec{)K<GNIw()EgEcImI{!Ag+Berw!t2#=J(^(-sMZG
zyPgaEol{=q?r8d{8jQ1hK2IBXaP_{mk)nR^)||yc+vm_XgO6@=hyHp<+rc7oy2G*r
zg^L$Px*+^y)W+ryB>CLXa>umZa$~T@2H;)rwJ3SN*gN3|xVDro0oia<-M)Hx@X`Bc
z|A;yPjlic~)eGWop&^4?H{%;zZnyhrU~NAsZ2tRDabJ7dqGpkQy@dqXYV!l`=F*lq
zM*Y~QN7M%78Su3q$T3qf7b9}dRUSy&_58{je(4ik@t|{aF!hP&bKp0kQBN1&n929L
zmGFJ*T5O%!7L<oi14zcyDM6ZNbSn7If#~ElBYEcJzV9pZIsG&*mhDyazp2{AuXngs
zSq-nc`QA`jxDMHQT3O}wSoIrr$F>(Dvifkj4cAZ>OkZT=WQdmigESJszPI&x#?d_A
z4$0~Bd%E^sCogZkbX0Xre1>oGIpQFsd&(h})SlqUafW0P9~-i((J@%G^d(?twkje+
z<lZL?2ETpnfX$v>6PncRjjn=64v5$Vw<^|)h#h`kGQ~fK?Yan~F5%`%=zLMxIp-3t
zkhA1GLbYU&o(X8bgP)Ej%<wOA%5}&0i~2;|d4bK{<#mv%e^)u4jwrNiylGo&R8Ct0
zUc5Y=j(Bxbx%y=v-OnaZW1Q67@&m>GWI?R9-cO?=_Mzv%&Ej!+)QXKW1Xmh#i+R1+
z!fDjOqEPS23DU3&%vQ5_qRKo{k|kKt5ev(%>TS93F}m>d(LC~lWb$LWg>kz6cLB6^
z>QCbJHNX3b>Q@i2PQiTgG!rT6i>dNQ6zub&sP%w`Eq{fxN#p8FYr0Y3kpjB&@d3IJ
zYy}?SM6ob_(VJK+1$t<6R$mhNP^#nVn4$U2Q^tXQ`h&@9!T3eXahurSLB3xf^7y`$
zWq>;zEfE;{B%<nXHhdYEAt;*#a5XHr*TAPTq0=VW&LK9?Ab^^fO$VNZVUl&1&AJI%
zCFesXH<C?9OkOj=Wu)YV%k^$>1!3RJXToieCXDxfER9IdZfQmR{;K}6U@bN?qco7Y
zr0jbt$UizLpf+Aq&}$I)gQqpNA{8#fNI_OEJ$O`du8)-66@!Y=KdnhirHdIBSKuas
zuYucCpq{)Oth$`)ZD1*c1z|mwInO5PIMdM0Bq)}@VEgLYFx>72)}_>BNQ}b|%qAdb
zA|_Kz?OwsJ3Dey#_uS+Jh0EHF*gPpj@s~F*omwJE^Qp5elSe(-t_BZ0*d*`V$c<Kr
z_SkgW*oB;yIi_#!d*l-wX4)badCx9~&(wv_-;>hn3hO}S{ejG|Wz=%qRR5zfJ=2@f
z?KDjL`vh2zo%WZ15)*?Ev1%hkSR*R?YZ@69R+|Y!;S*TVJ|-as6n0ar3C==$ZP^l`
z8ed74HF-@hQ%{oC4MeE3$_M_|6$A?5>B7au=m}6$EQo74+e9mGUE8>&hkPv|O9Gka
z1d)Vrbh8x()4A*-2%~93efHV_S=tN5P+ZRvL%ui&mgW+7BZ0gCbg|`{&o+?{%BA$c
zj3jRNzJg+d8hoIS5YuxJ7k9q0@9g@8R>NY6zMAkMO+>u)lq93q*N({GJJascl@Cvh
zMw(q4q?A3qS5kv)4j>6pm7EBi<qrQl!F$CUQcPV6n9BlrpBw|u;aaVVdnW>RhzWZK
z<c_7d?xQ6+jlF}?xWWFTbo}0k=>16$FG;**Z(MUzH8wk`&@{~sm-JfeN`U$T+cXM@
zv0wwl^Wq}|6a*8paUPU{>-?`_sVx=P0u+L960<q4>fQC6geyDvT$h~&H~(%cf9-(Y
zXjy8L9<E*d(!QL%KVU|A=k4Hr)9$In4cVBY4Ryw($-<(vwx(l7>!vz16`#)#``HbG
zy!oNT!x98giO+fT_}6>jZGtVdQYgnoqTV0h0nAnYR^?!QKe!7I2r+!)Ictlq>WeeS
z=2s2p+xUgUo~(aiN#-CD;gMiTrSMB40lp_}6Cv7Uvi$Xo+-HGIjCi;vg1!U99TE|h
zt=wK?!Uh-RGs~`!(ygfx0Zeey0Scv6fi`P!hcw>YH6$jMM2aQSlK6o5dt!KAgV-Cy
z_J_SfpBgHf)ZdIm#eE41o#4p2A{r_92zf0rKp$br&Je;IODD$houcvf?%trpSL?Vu
zqKFU9M90IkWc@5q7A$fd9NbGcbVrB-GgX8rcDQOntA9+vfX_r#RI(-Wb;uoya@!Xv
zpBYH(cCmMb-Yms6w0N$$Gf(x*8}&6VIf{%-8uuhz<RR`(zD)4Y)sTFtZx9cd>AC=O
z?1hPda=Q^>Vs~=B;X}W`5xSs1KN&@2qL~~^h@P$-aWmN$0^);i>8PP5VJ)ALpFabd
zj94^edv!&E?hWcs95z?YUe1{+pT~LZx^AD1em~E+0##_uCbuQjd3HvBm%H#s4i47%
zMk>v6KEr%`@VYzlo}GE0_e?&F`ft1e#bKDzEY(@-HGs%5s)Jpdw#(<0FjvR41CKqb
z%)E4}*I%Y`G_9L>zHC3)^#7v9-5B;m=kN}z<b{gIgYL{qZ+8o~=taC<9ELZi97J(H
zApJ7FiL7dg+OB4?#IsnAaZ(iZ7y){W*`9lcoz0deV)1&+dW`WbOFWUK{jM;l;AaE{
zivT`=b<RY2#7wrb5nie5$GWx7O3<zz=)jWQAW$pA*W^FIsxjk%F&!cAa_rRZOhy8n
z?pe-DU@NgK!;`*ERb2+~`D(gBQj(J>igl7dj3E4t0M;6L%NerL@ZwqTCQq3b?t=e6
z?+1^8bLZ&~+MhmVB&zDlN;P5B?=y%feaj@i3_Wi>FOw6>ep>68z=J<V(MetHF}VN$
zqNl<EQEraHBArlnpAf3S=fGT&&l)d3M*XYhz47_MtEk;<5~Yp#@m)(PcF_c=G58js
z{7^tr%wpE{EA);M{~N6bJ+JhV7cQ&RFS<P5RHnVc@@**a41&oE1&y|}zvjs#^n9Qr
zCe0caz$VPsTjX`FI!FPoSRF5U^(LsFB>j`5j##&aeguB8`k07#{!4H4#z4x^x)R?r
z2qjR7ziGD!TUGh1!G<!!q_rkEy_Y~;Mp8Z7zwd=C5J&wse<&1S^6m&q%@|hpZDtfn
z_3rz1=#_Guk(P4~Y}{zA#I;`Xs9RCUPRlOG^b<7s)Zt?L+!MKi2Q!VKhQ%&7y(Kv+
zCdjXhs}P8d(UKaVl)P(}4p|2=+xbD%VTxW$-%KAn7p88rm+tr|)iTIlk@QpF6A{PF
z?8;)o4wCg|mQ>vl2q5FQ@nxt+o={~xk&X!khd^}UaB-N=HMbYabSBJNv|mo(4j4U+
zx2zX;M08Dcw{ga9gSXUP{So}E@liucY=1^iAHa1a#aQBTMLWpRjX^@6OZIbQfGpKH
zL=VEk_T%q|Fi*N>u|p9guLx5Mzj9Dn*^BlmQryI&lFFN*89|@8bc*(>k2_zq^><8i
z5uCzxoN@P^K1V&6@hlgA%?xLheM}+>XIzxI74{(Nh!QMtHeG+-p8#mQU$v>HAriAA
zDcS>&zbJy_)}4=DpT~|^bQ^77V7TGYa94lai;ne#WgbMj@kxWl@}@;VpvspBklBzD
zgX#WvrLwkuWNIV>_)@u+2=wHyqNXx`JiFH2Tc;G$Sm6xWWK@-LRoF(<lb#2TyACb?
zY|2a^h+#2?Gjvyg%oHGQKIr1ce}I>Lk}<X7w=b$C)(H%sry~3PE>y%bQG=}A*fIq_
zHCVe{xa#@NuMqkr@k{dz1SRN%(aN{xSB@qh3XfhSX`T2695P5xM$tvKvTWVq0jvzt
zwG9I};EI4PWHt!s-3yPEw;}Gz3~|!4ST2rD(#c4<Caj9_U0u%L-45&tP_4e_0z1hH
zE)x#g4gewmj6U6mQKU;x0Mw6xadm6~0rW5i4}lxZO{_?`43qwY!>eN^gVv&d@w)q&
z1fvzo>z|(w%f{ySNP3GWd)onEMgu*qU5O9PxjWk<Tj>wPcCb%D8T3w4gDRP44ls1-
z5Q{F23Y(JiM9p!}UM@<{;juFRgMqq-M|@s4!h4B1JGqbP)ID!Jvj>|n=`Z6*bWbA(
z<V@igKz_mYp9I#+&>Vp~r-}5@Z=?HtM0o!x1|dywZJ>3pxOjV&W<<rHJ^#<er%)e8
z5reCFIn?g-)sYUlIguzLdmiRv%p2318JDM0{SA74ut%(s?bXf9mySJ+(>B6~Gjg}f
zJ3iSPcu!-FOFr?bfYo$@rXhrd%1hu}sE*5(#{*1$mg(+}6C(Qc3L{Roj46*3RivOj
zJmlUFY$n&<E8HR3*$zC5ppoiv&&la`siIZSkzcF+&A07QT;={{HKPA)iPXG~s5|>m
z@<4p-VkW4JT#LTtJ1sqJYAGRb;$^M~rk<-_aYv8e`Z`e%Y-$iuADLJ)7Wp_&z!Zlk
z%iO!n*24sPZDc(p`XwWc;U|vKaLlP+McU3%%xp^+xjPb?=nnx6iS6hJ-!sE!qzwCp
ziDJbqfQm-MYm%du^GvD>yhvS#xX(({eAF3@L}7emq^YD(4xXkxNuhW&yv~W|dgl-Y
zDick(DEoQ++Yd1h<f3P3CoqYg-U)x!0xC(U;Tv)Y&bI93<)^zEK4@w#7cFPCnB=Yf
z!pzsh@y<5wGBjR#^nLIS7KO}96&N0A>QKr3;Ca6q;8`ZNEgAC{KY_dq)hoNl%4ACD
zIq&1}KT}4+N}=&OyN_QdTN|hnC4`_P*;SM%LbT|`F~XTu?=f$<ry_S#Zh2s536M)l
zmx4vnSxFfhfO0bJ*xBT)hK3Mn$>`=)Seyjwj}`aX&4`UCH`o5Xk>A)$lobg^N9H6y
z`!hGP)#-nLh>CoWT-kqs`((QE=GR^<Hmq!@-$z5B66m01=Ku3rYjHzos4ymANVq@C
z-nYy*7q-<u>cB>tKipBL8`5NwW$GunGM@K8ITxlo%6p1`0WH(Gi<+rnEWgQCVlNJr
zlnJkoo1*MKt9oH_>3-z9YWw+>LDo>xB`qPA)<G50pgEE`mCZBfDq7|WI>k<2mgiAo
z1{M+bmRlEWg&;JA4%#fD@cFkR6yIE65AUH)vO>)6zJ`Q7%AqOBK-v6jbPUPHdHlpj
zHh<e3ULI8M@ZNC0G*zvHNShv6HviMKtW#=`Y8k>SbyG*b&XcBQo1H(sN2tA@`77{g
z$yO83Xw<t#v(w>8pCxre=Hq<9sCoPbe}kJuxP*iVw(37Xl<cQx%Y>0)Hg9y6`ecd6
zsC_Uzwi2LwUD;$TTP!puNLSs8{;mDW#g7K#zD?@lni-`~tXMH26Dedk4&&MA_qtX_
zFZ|HqZ-cH(#VkhOcUQaSO8{?)mNS@*zNRjA8Cfdbl$>wu=V)5=5qC%06nYK%Wk^3n
zynDNZP+t9@@LKl*KRMY^%YqT>h=W3cS)*yxzOZ;0P;Xoqb@xUIL2{L%&m^<n@?Zwo
zc8!~pKwD?5#>wiM1gK|QEF+AV*ENS+uTL9hhzvFDD1}N4T4A}wid|0IE6k#<J{<+R
zY*TDCpSc-2R~wR0^((rIA!rOxPPO*NaFz31p_wuG`|mcV8UK^3wU~v|SunW9+^ZV+
zz4J>l*FyeP3FGL)YWPJXPq!VzhtG}b3GJC$guPu8Ey)hb42X|AZ?di0sL0ezd?bC;
zECln%FN)vtWY@tGe}p(L$bib~Vu)p($CiYa#Z<VXp66JOY^4Le02ZX!M+eX7MXs#r
z*-0621a^|Ucay4x9XePG4e%8OIeC}3>2-UqNW*28QvvjPGyn~~Uh7yP9%Ek50^kNn
z*$Sq{x^J3@vu9nT)EodrgQsN{ycpwRk0&seA8dOh%MF`gysI?q`A^Q*=z-h8&@#W^
z83mY-(Roca5~-K~0td<_h(ka@JZ06iN_*650!hBcN8g%}RE&&1<5g5$XJG{Q67IYm
zA3FgiO)mO+(X#H*la()>!{NuH4UICW@u3U)daWFE0XPpay7Oip()crVZV&xO45fKA
ze7dR#?pge*C1UpXTN4N3L2P`8<%EV2tCiy;`<17ByBS&HiK>KhNch>x^dgUkq^M`1
zJY)8v`34g=rj25PBXu56ER3!zQv!dPgGiq#gS;=UwTuAJS=tqN?ny-(GT-_ES*(U6
z8`d=@PM+HNrZC@D9^w+&NQ?IEXNAuJ*~v-^R+gDpO2pje=$|^Y0(dq8ee5Q+4kXUf
zK_ypXBChKAi_@2y$`{@DV+)>yxlrH%a_8&&QpWmNh-LB>T0J+JI^D(jaxW1_)F_MP
zY|(-W>cW`}4UG>H{;pLvA(6pP0I?zT2-}yJ$c{BN0YG&toBsfZxjCdq8FYbi9~YIT
z>b0Mxnhu{?9Z;0A6>|?RQI3(sF0yPd4|S5Mt+V-(`l!&3_87a~rwdkJ9zJzqkJ2{;
zyJcrVpAj`meKE<LZ)WynSdk`Pf@rel8Ena3T9NwuuaSz1t5xlk_$yU(QL*5~RPH$q
zbrHpWg1Wsja1y`c*=UJ%agWuV>GjoW2|lRF&1T0+8Ju@A%2@4XD>LhAjB7kCX^MH_
z6@lHx4Lq3K)W4gSCeksw8;<Gj`?{2Go6Ax3T~<MHgwh6K0$C7&2;Q%$P|Yn(a?22U
zBB2HXHvyPQhd;^-piiNBQ<mN+vh%me$Rc5IZvL7jY2A3tr2-QM6J}|Hz&3^ZF-a$_
zb&0k@t&s4#yS?NtZ!<E=5A{v3RNfz>l?aPQ7NYdqziKTW5pNb8eWVOmG_`*oN!0xQ
za@2Hc1lld^Pz(X%5KI;Myz@9cEFD4?;Vfz&%*0s@VK>braTTaD)?dA+X<}Pta+aHg
z+5Z{-*~v*g-)mRzG=$K^%N7cLr<aSraNb%zEQG(1N09sWSV(9KLMw)#v7$U>#WX~f
z8B2dI?vkROq6&`+;{nq;p`hz^mmKt0Fg`>w(f`bdPu!KZo_=eU?qYmyq7<R=k56j!
zs#K1+?N-g#Tje&Czq?LWbVh4uMu}w!^`J!8c%$oAgkeq9%Di+MCOT_Bung`&coQ3~
zjg9adJ}Mn=5G6BXM5!j593L@_^(exS^v?VI8Uh*d`fMb;tXdX@gj4NOt3zC$etev}
zB02rUCvRcRoAq0E80~Z2l#(d{tvX)|d`<3$>9<fO3Ij6XFsBmHV8|P~suvVH69F))
z4_7*AL&o(cc3~n?P##mFp4o(7H6=M9&a}U4tIx|69x%s;#iQD^w2r(P-V0~o8@5B>
z2Ngze%}<)3!~22@;eW7jh=#zTz>vVNs5?Kt4<hJ2>?L*092D+YIFGA>WPTcMFJG!(
zSYUT#&6hz5Y86*wvZ==3%(KKnfFMP&x0;Z*6-dAZ0A8^y&bb3o>@$C0__8daJP(_F
z^+ZI>ABKUvYc$cE(1$q03Yhw6%Zr7)L{r<O%Njo(E;HevIKE;0CyRq%I@k(a(&9;*
z8n1Ao2^*c1$xPZP4qBjOW@MAesZI7T28G!^l|-njzxZMNIIr+6L)@m!7z9|O318R}
zGi)$>q~&1pi9-&iJEpe;P^d0Vmh|mGvVy~PoCdP97A>aJ;_=a`N-are!+ZjYwu)^{
zlbsXOd)rd%cOg?xE_?56-k>V4?O81zbDMJKFn2H5gU*Mr#K|dPt;*OA!fxJ{^7?^X
z3=h}we}Ivz&*7+hS6Ht|c1#6$%<a7iiHxD$P@>~o<m_zvdrPtER|J0j_{Ay8{X&m1
zg+Z5Tpg)Wj$4#GSNzcq-P&RCp{^#>B_GPSp;=uNM&f6ce?Cx4W8sl^x+BW}-A}a-k
zRD7#Gq2~zfGObz4{!&NL?UYzp&nL7?=vy1LNsT`FUO|}J8BZ#Va?CV#A|B2?3>_`(
zS$^^B;TRVe?l>yPW5G(gXr!?gx^3R&kMciuH!d`&pK|tkWSnDcYQYRLGS~vORM4c*
z6!QT;t%;XocQ~#SyCCGTI)RbQx!`3;Pt`IcawxwtW0Y!G`#kVXO=ch(*To|d^A<r!
z81^nz_uG+IlGcqbR2%&l6w;!QQuIpxvpLbcQwHu_$Xo=iOS&npvOgMz$uUWHscBt?
zexKU;&elEa)_Dvvi{?m%6(ckri{NNsdN=tSL@=Y5CF&w59_XXU?YTGRJfb?@^jpY7
zC8LE*?d1$6zWoE&B(lmv2!we0P(8+kd8w$jfMer)TU+(UTB`KivwF7BHq)y0hG|N6
zNis)L@1GGvntpe8=7I=1qp5FV6_MR_$Jnc?QoD&y;Mb+o$EaUl{>tB0c%b<+p0dEV
z7}6LtsnD@M;^e^Cfo)kcGFSWcY_}QQ?1Q<OpD(~^jaeh|Y=B$JDpH^{{_#ZP&&pSo
z%X7DG21Z&+hsx)K7V%+!PcQ29HP@)lf<JuS<H|R;W@`H3vS#YF_v9N@8`LE(J|Ff!
zhR(wg3iprWW>#dEnQ_LQD0^16yR+}kx<e6V9qu?q_$piW-t!J;XPgnq=19ibWN#Ws
zN%i~rC!Xi?JfHXb_1Y@cJ9_h9ajt8umwq_J9_6t}syrTes$`%HCcxa9+eWS!<l>iF
z(iUP@Of@*VMJRLf3xP?SW`otx)j^h&w*KukA$%;g<}F?J?Jfc2>j8H6Zkkoxlfl%M
z5>m|Q<MfD(G>imFC?mipvrxGm^U2I}wKKQG@-9^N=V%o-|Mmj&Msc_48)HSu7`aK8
z2N&p_YTrT>+e02qSEh*_t4X<O5jSyNd~;fB(7?LkG<{K$AOe;>NV`8fEN4Jys1-9_
zlV)%PnSftG6da+m)8@M7j6Y2@zAAJY|B9-dv3z8(A2fB05{-dxlHb5dvPhIqPpxTX
zKgLHcO}U*y(wFEuhPhf6$TFI6LxQYr0-I1o8G9lc0%IrT>QTt3@AIxu*q`j9hfIUn
zuJq8WnSjQU=&G5Pk|l_tO68HTct?Ye)HR{fPq}7V{PhKh-zgd^3Ian>nXxiVS5m5W
z2^}5vxRM7y>I?}6Ht!ZO5%B$Z$s%JXmnNPTdfAzHJfuLJ(SE<md^OM=DzMTvHsliZ
zTG+l-!qq@Oyr2<$o71oG{rl)SL6Iu04>g{!8P1qrWd9QDzmg(A!$okpL70y9wN~m=
zo|R`(0O(GOPDJ|El1p|(hEjah!-ra0_G)`exJSIqVbX>wPE^AZUnFy;e9>Nxq^*JE
zar)H#`R+*l;P03RBfmalGSvh%`rZaXj#O(00Q`acx-NY6O<=aH&U<=7G$ky^2BuQd
ztF%<Ph;4helvvIw9m<zII0sMbuPuC;vD{GeX~}^o+i)Y0)8oOu9=H;r$F3p@MY_~s
z9rCd(?vCXp`8NfyV9}IsoksBRNWYrcgsWWM?AFWJtSE@()x>?w)RLCUWceQ;68)7`
z7CM-NND<djKvNc%`+u8pH^VPSEGNQD%f(z+&M1zC5+)GE^1EXgW7sk>v!$}K7Habu
zWXWf#`Qtt|R8U>%1t(>KviXtTNndoPLT%NTTa}K64a+#c#U@@Pe$ivHBQa`SMiH%x
zTfQ}%Mo)Uuq+!y06Dn+pYFev+YnQl6dmYI10Ga0cX9>EcrU6=4k-yk9i7g|iXt%i2
z0(jw}J5<y>w?%C;LX<R-!ShT)uYxxfzfE$!dx<|Opl&@KP_@|c&4H*yM3#FqScd**
zLRY->gD->e`?{v=NUB30#3Vx`k`8F5)ymsklDX(AgZa6FM7c+_ZB`p!l{^kp*G*Mu
zGiP{Vf)P{Q`_NMM<m~_?w^gOA`z$cU+Wf6bL&p1^_WH1mMUQ*G$9^l<(^y?A@P!-L
zosU|PQ*(&YZdYZGI1j(?#1r;R%ZMr>KrKb~tX$Ir;kFI4(?}Z$l#oB<e%6QxtM@q%
zu^kzgY~jYUg~MP>Qf5KlmPahdssZ{mjA@mYDaC(3_)Dq0%~-J42GS}FN3!cMG29Jz
z06!4Bo->NixM}67@EmIINyT0C<$I&HCQb3YqnWCOg{2xu%9|5g1x3cfITE2@etW7X
z&S}v)OcpD)KN}UeZ#Yglk6Fku06#_26!X<g30mxvBF1H)<7+A~!I@VTQi6KpdZ)c-
zyFT~o^MtCOXU;IrnqoIftvouLc4nH!a+>)G4@!(9jfx*}zYNuHm1VwyQQ1hAD=m2X
zhYk~aQ+R19(GIzDAbuTP#TNwtNu_VG3ISoNuVU>8A#OM)5dxlI42Y$^`h5z=apGvu
zB#CCgK;~xZQ@zLV4W|YA3V_n)fYJ3H*MZIh+D7hForwwoR|Noj^F92x<Te*oi{uKt
zJ_we|4jcW4WMAaWoOj39X6bnixr>(P@%7ShRWq$Wvr154k**K}PzItLBz}r@PUPI#
zHzCH!pw)GxjpZl)TQNj;X=`i_c-1S_=RTAP#02?yd{00nIbqMUK|e!+3UsTjZ<WH+
z*R(U_x#v@Pr=|Jx17{*geXQ?9w@IU(zW0bCJV0&gb`h$Fg%uO%SQ_4|W*0QG>@g>k
zrAh-8<V@)KEyY-9IoVgj#N-K+x!v^#EO`gklV!>Aj|svj?|2G3<wO_LZMY(?=AO=c
zdVN<EIu(%v5qS-ny2g{f{RF_gga2C*%9dLq?^ySFj;ArM<~JUNlnolL*K;`JO_zRZ
z0G%k<lFPs-HTh1XJPM2pBs;RKf4fYTmdlKqHZBCDSI4zOE0i{z`%`)3f`7v5K}C=l
zayg~yuDENU@BUFY5Pd|r2t^vU;C*Y`rel$*YZhKKl?vM8_ap-o*#1Xlx%0@?lz;}(
z&u|ylXj?+4wS^=AVa1PQ>6YM&rm==)i=k6T4Iow6Y`;}IAH?1mdp#feqC^H~S3Psf
z1R>i9wIz(ZKWfj)$Y2ppC=>JNc5UV5ESK`oeFcWH#dy=Sxa{}Ht^<hfWNckqwd7mt
zkY87~Q0}k?y_j%u{S!QV$pq?;;||Nvh>0f=<=p8nWP)^iFf*L?uZtn#LiaTOoID6g
z;w)hY#K7u`ANR!2nntjd|Ek(-&&YUi5G?XqKZlbjzy%0=MdBZQlQjb4E(gHV)A4uM
zzqvv|d&$Cj2FB*UUK?^1c4C_^Fp^q>c=q0W7Dlri3<a8)@5b~3A6`RK|1R0Ero`4?
zGVDaxI%V~0)o`G2?fKXJrAYen^tbm+Ets5>_)YCTJ`VJ-=S7?u3XX@2DE8Y%JJ)oo
zj0mdXS-vnNr*z&Zzm-wh7tl`g6wKQ^e~VX&_4p^Vr<GBuMCm4CEza1}t;7x0V7Wai
zy9bM#I_m+hVWHs>@z<%QKSnB2Wn<&~FLG0RhfmHmMwmn@Fc~-eJp{h?mUfGpcZ&wa
z%3xfouf)%#h_cs;`MXkpEtj=#Vaf5b9+YBC<YS^b-`Cd~KBUdodX5}kNihGPKR@zP
zAp;S~_3Ruf;g#$n=GyB2-KTq|>^&N8#>A|1i{U-vErCtVC(*`P9DT~5T5Xa4d|SM;
zdeiSy+Ws=5??+z0QoVpYuQ&og1K_yXv7eb10+EwyQSa|@9<3t*NdH=|4pA45NY(gq
zVhaNd;#c8W5_3)7`cd~w=7j0@f3kA$cfSD3oLl49^0!>1xl`4gzhrBsmrq}kX+H&<
z%>9ae*azDFLQ`_qANp?JBk;#<86eEu^n?1t>rVuH_B4H0RXr|tnc@lbE|)}DNB%RX
zY04js?=nKLRS{x#9Y-olgOgS&qSi=skT)$q<ttm^-cK_%dBTXikj~#CLthaIAe6|?
z>0kUqB9mWE_R$7r#nZ+C87pbFH<o8&!ZkgrvtMswBPXgLxiQIb!tvS>a@txD9P7k=
z$-kHU@x3D=a&czRz;RhlqqG$<#sttbgO5u1$Yn?twq_B%flvv1^N!n#$~c`8gGz@#
z^<^^vbrpXG;a0gTDifs=L;Q46%40~6XxVv*jk@0+c#?s?&Mvl5SW3yWO!Jz^{N1Zt
zpy#&<a8eUdW-j9sNF&<zHWtJP@=$6I=-z}-n0@2LXBR{63}#5Hz(I6TD~#uaQ5<m0
z`o{Z%;fK$up@LRHuc8xO8<}INs<5Ez_UTnSxSZ+A0dlAmY&hzGJ2@Gw+wGQ22c~vc
z*Jll*3+kVGd92eY9?65PI+mm2syJT}2iww$RF913Uws-&sjV_N_51GZE=G<qAB&;I
zvq-GM<B0NnCtPlq&S54&sFm70hZ7_Q+n>bay(33VA;lPCDg#HkL#+;_*5WfV)~1sf
zOLya27@c0@^AQjrKV;c^eg(m7;u3Ljw^$ZHuT;Jav}CA6qCN~#{fw^1^aIz^Yb#~m
z0m8)<(o5VlOoTQD{pUCQ20ex7slQRbB}a(7a;if;N*7q7<260Rjnr#86rrlkDn|;5
zQ+SiyKN*nZtt5|-A-yUKP~eKOFJ1~KNKFzlt{w4}Y3hG+t0z5^pl94X&sKJh(<$HW
zWx8SDOE0N-Tw+GML&KdRqb?|dt`d@`HXx=Z!{A|CykQc0EFhR<O@-MSRiwu)DTo@|
z%m6i!G|*zhW%+kS@hW@WHoYJ>m2c8k{V072PiscJ0te~<46N@{cHf9l;a@yv$M?Ha
zai2{}ZSE@5q~p~9sf<`iR}8ew?+U$Nw0_ddmvh1kMsW{#KskyQ5a(pQXRe}{&BhG`
zCi-Tz9Bt&Yj@gX+&AV0#*}K`OTTIy#hHPd@l79O13F&NQR{~W&Em5RvbB)v$#Tf8|
zM%O?7hc$_#@zpR@wa~Zc>yJzmBi&E7`fWNg+!2{qyU!15&07hLs^Xg8rDFx`{RGAr
zoyAPR3IWakjJ#h2Jn1R@%=-g6N3?j{M%kH>6GMd-TR$CiS|0R*q}@wX0j<V|70lh~
zlL06dD9?;JI!vNH#-eVuR=i}HqD?MLvZH#b4#<S!VJ<W~o6z6lW=ePb8$5AUZ_Jyw
z{7bx*4n5pWpouLdTSO2Vd{PJ?%Jh&Qd{F?4eACSNQxkMterXSVQc_jTlEXFpxJ?u>
zFQLq+M~0I1-O+8Z)qj|We9)n6H3L$7?+#m`_*WW$XGh>s+HQp2xTKEo{`VKKV8H7e
z?|jn~^zHP}paI@4(W%JN0-MC-eW}YcAihzXS`+T%+7q6U%Bek={Co}4;vNI#=7FOj
zb|Bc}0Ss7sFtXzE)WGx8X9$dH5MQl{k+K{m=j&fvEhnP~ds`$d3kEHUx$E2RPZ%oG
zCiKj-X<-5;FvY>caS%;c)5>S+hbbf@lb`n)u8)+z{a5{$^)If!YyF;+)RfdZ|9V7Q
zU<jlgh<0qgc%%O-GTSEjInb41$=cq8|7Yg(R}n>PW2c-^7MP{A?y@b^<GSiquAD{q
z!Ns$Wi#+Wf_BfDL%2=Dyud6}<P34Ary2s|kg11_pI|c6+cOXG%_*UA6r-)Y8W-g=&
zk+$DKDCN1uCK&HN6SDuHV8yI^l?H$16n+g7U-pk7jlfybg|7nah(mpTCWy-pth>tl
z%ve)Y>3-V}PFj{ybeZW6>}w4*2X6J=b|DNm*^bDU52Xm{XEqI}x-I?pp&i1BQUQSZ
zqCWJ*B!o?bCop@99BZ{L>imSAxWtODSWuY80>tGN<izKL-KA3(9kj_-6R)}N>kJR~
z2%UZ?)XF{iI$$1CXfE1DdZy^j>u&N`Ri{Q{W<b~2?St{1>FNYC4=y!YU`2Ms)@5HX
z`Oxq9`7WA|l>IL7<>+A<nTc)Wb=6F(?6=e_ff^U++r&m%{)KPqye0Ehpy*^A-U%w9
zOXpTAD6s=i*h^E-_J0kLCw&sc+fq+#LK`~#D$vY;B1F=iAOWiDYt(6Jui}f~2QR$T
zyPjdkf4!ASH}ljhd*}`l|7wzDi{dblFjXNi<N4nZ*x=9fdvLLsWxZG+@WB%glxM}&
zV$iF1wnzW7{*X76JiRm2U5HhniD5)0zq7ni0Hj!_rw06FGgFKF2MG2%Wynh~D>W>c
zu31FP@<v_?ITC!0bIh`*8u*Ho3?gDqO50$<3C2$iBV~+h)st_{-5`$VP`8QfjHU7O
zu|GAOowMz)#~|g7wK>08h)V@jDi&M2gi+^>fB5QU@NT@6!u-*jM|lCe?_1ThG5u^f
zaqIb0_+sj*uWQ@lRHVukFMN8N9yr()wl1o&Z-5JDZUQtRbU9~K>Lpx7zXJLBDy)QU
z0V=TcR<@T#KYTE;&lZ#(GIeL!U>a)WYWdXFkg3pD^GAl8buYaP85o%h`jqKCy#3QX
zY_butZ1^nB0BcwS?)q!CfCE*&O`I{TvDBdWslfh!6vi#aA%zGL&U$W{pJrjEVJGuP
z;&y7@!TP4@t8#U1Sc^>s0V`3qdmB)D==39eWh7uNAxz{<B$D>ET5ZweYE$O(r}n)u
zROx$$3WlS0x{9Pe&BTJ3rjEbf34t&n(%pmpdF~cqE06D6+H=ZzPE`4}JoWD&yq<%0
z$C=xA_phK}R~<}0;b;8yn2-6<>h#*u9z`Awt)J2%Y|B5gRS4=+84_-Cljzw)9vX6L
z7JKo>8KEhAIv_vPD!gCk2A+dXsYraoVaQzbHRF(Zudac@NsiD-OfvQDCXYb?c>f#!
zW79`HH)X8I!#6uaUC7R+3!^iX<9$`0fLD-k-u)>T(p0IWCd^g!*tAPOeYHg`Y8kyP
zLOh=$=pH<K?d^X`^X8h>+tJag5|dEf+3h)0MT^H0%MGPhX@1LWa5u|R)h)GeSXVn)
zBA}L8!a&P}?4t$Zt$sCnZNA|m^vGW=rm6POx=5vqRgRwa$i`txPNs_UWb+N1c1_>Z
zVWQe1N@j?4`}pJK`{PvN&-<SqwI5JPGtJREhdg!GxiuBbbLCFcy+@-9YoMaKT1Ra}
zDeazKc>Z>JI9ktqR%d>1e&=V*%WDg<<{?)6Ar+%lsTbA0hWRbg)~%9A%I>lDrQDU3
zJx)EAqkOCF;4|8o0>5*ix!&Cy9e?miBhYVnv?BNH6T5#k@Ok|mkyXQql7+b+jx3d-
zJNUk0*#D@|6nDp$m6O!On_i!s6Hq2CB15Geqch!@S^OAV;2Qzf<}dgB-a-IhLPHDl
zRj*u*%KPiP1=dm;H9`0|tG*}8@}Q%uD}wUp>GHISz;UEXjwQhmp74-ofEO=vVfHdk
z<USkl8qC?*a8P|cQ6*ZN#bkb<E)~81r-dUN!rhS|Sz=LaU2IZ5TX|YO{cPHURh{39
zKZ0R7L8C}cF;;JKYcQmO9}`W5X`LX&;iSVfxUmRWr-+OOmWGq**N-VMRZ*Ch{f))j
zBcq=A)(#2h(O9IW<n*o#J8D;mEi)qOXxtf?DK6Hyn;GHE+P}d`$?+x)6<A<X;J(1i
zEMuHHzXl@t`z3i{i$JZffyKFOLWRIG{5sU1<f-VwUd*`bxU;d!iThSF#vC3#;iwbX
zlLdk`1<W@3*;Na~l(otsgsH`pZPM5L>6(sM4#E&+IXiX17RAXI0z%IgxKao@gJgR{
znkn5W2F`NA#$3_!rhpk@u;at#+73PLD#S1OO8*yAG93HI<x1`|ab@x*2N4wZ*wN&i
z>#CA^?ty3_qdPK;H!4P_GBlF4LF8Hd6IXUBJ})Y!v%#QeiLXU*V6TK5B@(2pN+o+U
zXt>NL7}Kbfb$y^|c%+nG=Au2V0`)5{I_^~ZGY*cqe5Aa96^nLbOnm-2()Nw}E<?UP
z`GN<n)_Xz_JPJA!xg9IDrQkRBdI&^TA6ZqSlks^}KEJ<Ij_GqUsgEx1XRC?Mb7fU4
z^*=y8R<R0STA|wv`NRzF*xsMuZVaN^+Vu{9d;fQEm)Z~vih$wh;(b(#n+eYA+Ux-_
zbY|1Mq}={hW(jk(@ugiX)-dS!<oNw%7^YoFH_%P`a0w#vI6l8Hx?H|6Xa4K^Wr3mA
z1E1HZ#NDoZU?3FxoNt_sA((dJ_(PypS2Y>B9O$$8q$Gk1Ph+%djY$df&42zwP?a-@
z@c!q;*C@yRHr^!`bn@Y+ng>Yt%-O@bmzr$gU{N5w@%16}(C4XpOVX$}qSQt)MJS>J
z+zM207=IQ;^cf1$BO1%8Oa%Uq3dp~Z><{*I%q-Am&_Uw%$kumR`krgHTaHSn-H{8J
zbp24Gkb^^Ezm!-YE9abNa@m|S)UMrVk%t?9ZRnqyjc9N{014#a_<=VMK%V)f?H5ro
zoiW?E5w8hvDC+KV3aIo}+zQlrPE4!HN+q3meKIdYNZ!L+=lrLw)9&a4dw=(sg~&di
zk!tc>&D0K}Y}Q>R16z3HfwP{gp{##+ihjfzXg1-PBbsy{cM~D-G<^XJeI(jkf?UGt
zwT|UTTJdtX1EuYQ(k3%oEe>@uOr7LN)5kzN_raBLaVanmUS-Bs6D1rwB9ppG>}x-k
z=z_F6*S5<G8T(vd@v4naIy14S-dq*r>?z(;=F4M9qJ7NKPOG~4#=Cr)ZsxtMu3Gm+
zF0_Yg^QlaZh3E-sGSbeNDG&~vi(JA?iCZ7;Ll8r^Neh*F2&*bh-}LC<$g#eHC8Fh&
zlcV9Zz+hVxq4ZD&{F&-N=bBhxymnkfI|B*|OI1pb1Q3{d2Gc6p1>NoFWHiIm(<Yi*
zK-}dAlQL%`aQB<^3c3<7PfB!Q0zB+D6O6aNoRZ-#B|4Z671TlUq!XR2V;TCAM2_@D
z$GuKV31fk^>)wlh5=*qkuBGepY-x@aKE4uPYEuwPUo30hMM(o?ob}p4*Q~o^{z0(;
zXU(N2Kl^NeJYa0M`72c3M_X)r4`$XK_W7L8%ecrd^LWvyNLcqxBf1(E^IK>%UTumq
zGYv;BuaoOOd*i5T!KtBhE$F(dyn$t&{5NnC2VZn?-kZ;%&wJ~89wodC!a;A|4L0p&
z&a6nLc-&Q><DE3i6K&d7=HD`A0u!Jq$)<YR74J8+pU>wbwGJP41tWinZ39HkzPQ2U
zMn2++??QVL|9-NAM~Xr`w8Iu6&5((l2C!gR<`p9|jKc$wU{<^Q(XyHL$+aJmmx^Aw
z85ir5LxNd;$U{Gtl!sYzZJUi>-r32>Y2-fr5#(pU+Rp{E;beuH7I)L{KH;@b+`_eG
zm9?#=pUR;1)uQ=;&{T_Bh%J&PRfnbL6GwSLR;QaC^htjn)XF=^zVHcHEeGcVPdx5_
zUE)$ROvl){7b-FkvwBl;Y_(-lI`M~UidJ$t90ki<l=F7^WM$^$qsGizOT9N~JAbJA
zxow-uS19RKq^eathyCo%O1mfGuIE&R29Na{;h@@KKcR}nhH~J~#q`{ecGjJJ%d3;I
zP2hp<>dBQW#3ueb;;5g3cRyu*-NECotv1p#FI=EZyI&}AKh4Ur#m#bd=YAyd`)fmO
zZ5}>OUD&;A$r4mF5VJKe6();ObnBW4yAB{n(nvj~t>Km8Ehw_$HV%U94uB<7@mHj5
zmEL_ab}VLK8`YE_rm`CRU-D9&{G9q)p_M-YK%bI-yd-tsEJS{;^01KO&W!bjf25aR
zYS7nzh28g)s3bm;A%Mq1!x!g#pB&!XTMp*x%nq9VTzp_N@qvq0sM@L}xq*<6POPW{
zYX-kv1^Dmx$@<%HF5LinKM@Io1?AJeRtWmj@vMSb;~1h@qLI1LkS<EKt-nQG;g!Gp
z@V3df2TAMjBCYx6qOMwg2{wbqB_3EitS-p-##@D=?Lc2ieZ5b^72RsGPT}g;RThzQ
zBla)8sC>WowQ2XH-=wv?stjIhR^BnTP6OksRO%bX+Kaz6PIV67CH4M@C^>$B%pi&e
z(n*@3l#~CseN{Rg#+9Z<=lPOOje!;xYy@N&LzN#v+YJWA7K-BQj2)NXX9U}Li#xsz
z4A%<+{6+(3#56#drx5uSF&&JUz7f~acz@_a()5-@qr+4EKuBO@ZPvJv6dg=P$<VF?
z6(A;9beu5hJ{o^W_OQ}z<>4U25MxGt9&A$f>PX)W!-YjG9$n)FaB<Snl25t5J-lv9
zXdQF?;MQV;b3>Ez122Z5F(<arW%#Edw<p3VSN+BepEh^EK1bogcZbn{_MCue9}jwc
zq=M%gm4W|J`80u$Wz(IR>^2T9I}$mCU`z{95$FWd<%yi0d-p1|$`pp+9w{gARE0b(
z{NrJ27<1s!P<8hqhl$GAvyGeF6$N%DQ{&^nz7la8u#niCe&Ah2NzM&pr#XS-tR<AW
z!l?(0cPYM&vwRua1D(Kc1BA4txdy5NU<XzrX(Egiw`Ub{k1TZw+X~IwVb{kJ{2PSd
z`9BB^Z?}13r!`Ummzi}Pfp+X!0g7BJVF1zzTZ9Kv$ZJ0^8p+h3{YfQOKE?uv2LdoM
zKw$yk6leAqU6<xP+rE#kpr5`aJMjbu6{!*d+M%pBG#l^RZ5+Hew?8h}wRjNR?t;>Q
z&IJ~%K#(3z164vs8(d-1fhNOsnG~D~=T63($n8f<)GzGLHTJc7w|;2+>R31OR@SHn
z*IxypiEw7rlmsO&hzI6nl-^7$nt6R^>$P?78oPklzCFVS#qjb}slrJLE;~HB1vxbo
z6LG7+<+gP95SR1*rIx!@Z(Iv?JGVyVgD2HVC77)W$I>kE+AMw?Ej?84W5?of?}T6H
z<6YL4_3Gq<H@EY&hMKbLr%R$9HfB<6t&HD(m9k?qEwKo1%EoOl^9NNNS*CWc5YQ@2
z>@N!*xqW)W7J89+;5}3$0K>1x3?z^%Po*V2gl&!GpUrM+{GGE8q;NN$vJfSUfKY27
zI+9M3$G-D@2Rd#nPI<;_S&1c$F+(B6AGSMLO|5{^j{t|tLNcG$fYJS0OJt}q5ouij
zu{KTtm(hFB_@r~l*Q5rVFidl_+g~+4OpIc}IRhC}l?!fU3Mcyi>LQpT;%vk&kTX|9
z=9>3$S90u(6$!s@oP7M-ue-?!s7VCnJg8(_T+n?Tef@@bZK8)?)IaBWY)3zNX59jd
z{LhQx7O?%kKYP*<x&1Lu0&#$r6I27g*q;?(qQBFy`2`@uU#hZbwF{Ij@&~D0HS^iI
zX<#>qmLR^V`}$$uF0Tn`oCFkS!X~2)h}=YNY2wh-vM(p00w^k1zoN|t?y+13^`Nhp
zK%wv)ksO7`uT%kCp_y;r*duP#mALDsS6W6=iT8Rxy>mxv@K;`DMZ`Z{>^f7<N3+K!
zyYy2ZjH5=kbyrK~kF-*`?P~n^n|PF=WeoH;#1@N(pd+HW<q2}cUBT^o6gLwo3$))X
zXKFVM6Ufuqu2IxUu|fl3u)MhaQ-^nQu9>sN>owMRrN;l3B>)n4M5+(KOqg3!A#2aY
zrF<+;Xn!R#OU*C~NR16^ZW8woSL>f7RhazfXuZFEYwM0Ip#wLVW<pBB+|z$i3Q4R8
zxoT&IRA;mh<Z6A`n=)#M`aC>BP-J>dM(tG&5TdR=4%v`Ag{~v!$EO$lrNNe72iE<v
zNGMn!JsGSixO+?F+uG;W+bKdnvKU1KX~3%?QP0mbH|u#mj(x^-n{<l85+1nh9Y9^k
z2qW9`W(n`w=JGpsIwYw(5;CxP{Y+sdFa{9b`Qq)(A4L`F+xsg0z0Dh+UNI41w^@M=
zi=7$386#>>Xh?sggx9VG6C=>9>?cq6jTZiW;`CIX73|2rqm&PsPUOh6;36WYXcOF-
z!IrpYlET9mSf(iZ#`hxjRl1e9U&<2q_|J1+z}99<l8cn3^Ncc)g;Q{%_!#RuA)|m*
zTdG(^nhm65%p+avuxX+#^Q?f3FCY@IRq?NmIqmHSGnJ9G-VOB0ZvWkTM^!<^7Ii5w
zlEm$=0g*kztV_<H%>H{Jft;DGQqnybgdbxz<kd@Yiogmg3-xzt!`?6Ml~-UFt4AH3
zO|4_N)Nu%G?PF^YTLP;Xt^{WiMDUTAi^1x5D1QP0p2F6hqtZpCHv}3lSul5X-S<9!
zu@Y00Hm+A|0j{8HxYcNkO?lKlhYWBhn;Ex^$X!uoM|aZvg`a*_bmKujG0pa&xQ(;8
zFJ#=R1(tUF7Q!kS3?#{--!GHOs6|q<{EH7Pn6l|Uq}_al|1&5q!xRR-$#G8|Wr>xX
zR3&A**RL|#%m}tCq#5K%q_^dmAoje~;v!s|8<BzK*jdDDWfJ=(o5V*M<24Bpt>C!b
zX9+B_=SRP1oC`jpBq~q#kC*IsTbDberq(rjpm`N$Rh=uYVBMeW$QnqQhFSCmP#soZ
zok40T3btIgI$n(A-y)d0-Y`nLW)k?e5d9b^Lr)-rpo7d{Drt6Djo`QEAKe7sY}FFw
ze(uyFXBwp^l?Yb+y=6*&hRBHW^(o>pgNGI5tD8+4TVa0=bB|3Xdt{{uT{aD*ffg3%
zv=s(Ors_<i!sQ2I+Wv5wb=FlS{C=lXt+HE5d4?#}bb{wK?<WIBadQh-=*^^~vvScv
z<P>RR$SJcoPlo}=W5ni!jp|<i=r#WCi<-QvDaLZWT^{Sa+{70w3h4FDY&J<<dN!^<
zFvDf(YU*wm!c4Y$<|z4qV(4*f-V}V-&TBEff@N}b2fbt-E4QB+&)awYv2(Y18huX2
zmX{+wLW`R#W#!#JNzg0x`SsU)#$9CHU$w8YZ#jsFe5g{3%>DB_zXCFoB>}|@>_gOa
zv6)L|S9|6#&O5DOgx{U?@XJP*S5BT`a*)r9k9Z2|!8&Lr-J@VTnAqdATt%*yB;qUP
z+?DYkl&zb~>3<=W_r#~yG|r-3E-<-r8Ww#%8GAnCfddjuOokU!T<td+>1ANUb~e94
z_ir6mi$kOuAomB2gxs5FhQR1%ZqhYI-~C(nq4@yn<%C|piO1dqbj-(iKwzRYM-~?m
z|8kzX=6b3Q9Zv<r!{_Z2&^uJT>{=biD!(^Hy`gc5_>qM7=eyHP^$Ub6V$HQwGoua|
zA!y&+fNNT<=Zm4*1YDu!UIMd-kmpZ?UrK6sNBUZ_Di!T(@VeKsm^Nxa--`wwP0c{X
z`ai0bBQQNG-UYyxrrKwku)cT)nsrb8l=HO1dFr<L`IF4^xwljMH~j~5K}heHIU~nb
zz~+81%Czo2=w{(>_RA=&QaN`zGC5)g7O$O5f8H=5@JIGZq}xra48ijABzeEt<qxra
zT<e=X-D+CU8ObZ=d!;-uGm=T?vM=Xna5L&pXA^NxJx#9Ocf>sPw1$LOtN38Da6oGp
zABEF;bF)>>hxNg=?EKYevaDi({e`pQTghKpJ3>6M+@99Hlq|ummNa>`f%3ND2dJC(
zo#2vfD7nUVi&b}0UY*~s{Lc0~v+_ktG0O`a`Q1yD^&IF3yz$0uYO}=73I4>$7+Oma
zSnw#aWRqFsK8iUq!0ak(v$;D~g;W2PTT8E12Sf%?h0g&tZ!PaqHsg0eyzgjWh1$y(
zMZ>84O{-jgG45c`*-L#lN!1+5fY?daPmUpvmdQJ3d9y#-zp&Ib7kK3P&OU=yzCR**
z$i2^i;*2@6(M3<4V)jnT3|yO=gh-1}SdKWkh@-VYBXdQJep()3N6(z0lfQ}640z0B
zaScsVx=g;aL6h{?gJnqI`mUh%qF~tOh93Ep_k?m<ZPUrUS$Gn=6#R@<NagnWIt4#i
z(b?Qa)>o(fx2Vun;3)+08|`)61GAMprqX;C^WfjVAN_lZPuv<b3$zB8R!4bnThwA-
z|GS#omRq7BMA=Wui(h4Bylqdm)QO<cGk4!QPkGk1^z=YP_0web3?kS924ll;NdI77
z4nZr+6KnVRQJKlpu~fLzd9$?e*PKswnO8!_eVw*GPtUFxZG~2NLF*Ztz0I*wSuyX_
z!$TGm9%YrGDIW4$bHvd+ol@n?100iV4itB_EP9GI6=kwa|LuI|&K0^$cP=>amt#}!
z=+7AqI|#<Zn<~`T60HvioJ8Ro%Hr|B4*>^;FN)oVNyNI+)EU_dLO-=)z6I*{GYvd(
zp2z~y*1t!~JV9gpIbcAPA*mj_Q#Nj!h&`Wv>+xK|qvq`CetI=BT%+DL0MD&&(XW9B
zgsotpWbUXX3rBn5PIDOhsP~K&LZMIgs=IPnZEUKvNS7fy#B32E@!%v~n`SG4*!(M9
zAu6*J3Zv1n1bm3$gzVj?{=Do{)Uw(8<C?}K&*F-q<=pFt$#ny2eK+j@oNIKWu5bO9
ziwBQIu6r-pJ#=p*F88&1FRDr%Doe{;v31~$U*cROcc8>+VedC0!`ufEFH$m;f0^;W
z&VRm;YnPpQ<z7Slw|)Ch-Xo#>&*k079fNMCUtZgz$x?`e=RT@(ZWs?Gk2~N*Xh7ZH
zT5SXCw;UL8k_0h#zBJIOF~@rd>Iiq(p9rRT!S|hh{bd$U5eF%Hk<X=}FJMl|#g^Nn
zHp^u~Mh1m=d7r~u(i=3RaTL)%mmN?%21)vmWL};EzYB7UUk%69dwd>!=g{{KwIIhc
zuzWmYd$cMb2#+|I@2I<5nC-jRWU0F=RLZnwuR(fSzTzC)@kLR0bB6v7srVo{ANNNw
z`g<;$c&{hQSc%1mqYSRhGm36*-ta)mwvlWKwnbTha#X#;MhTE%=E#*_YM1uGV8`as
z!?Z%#3pDv9S4NAsgI`rE?@4?6I`7fW9n@<p$&gTTi|7Y~Zk?7H-I(7t`lXF$nXdhw
z=kivN-5lFAyR2uiMcmCQPVZ1Prlb_B(@C!JCSZDG8yS^I`wajogP>wS$wk1Ot(OO0
zZ9IjocB9_NkVw{*$v^sYf##!8cR@9KGo@EgIMK_vETfv~*(F1*mrw%m63Z_-;)GY_
zmk?FjmX)oIf<+53M?XA?33ge{F#goj`5po<vAPHx)tuU|nyYN(LToR#CX86WLcjC4
zLWxh8Ps6I{74pCxk0sJ1A_JA%uL6L`1@Y~NM_-S9n)0PuGw!Dytvadg(v}~`x(-Z!
zkMpRb?X7%KM7zFh@H@gcU}eJrZ=jd4jkZK+bQ~C-D)zxv_&E`n)$`RxdsFhW7h!s_
z-jQ;Y**OMcmEJ}pAzi5@DhIF2n_OBtEnBNjTRpDlX;ECy8!D}3aDsg6EwJ-HsvVaX
zH$T4P|5Bpz7g?>1^WTR*`|wmRMdTe{bAM%*d3F{2OMhI>Bp>Ei&))hCIl;xxcPpP4
z^nmC;d)fdFYJ&9n1!kbNjwlNd>$1OH2A@xz-q1(HA^=%%mjT7f{3hv|UX0WH&sD2S
zPc69@N!wR!?9GavhmrrI;`lREGOnbqvT`lb$MTR3l`NdZS@buj>m#hmPu{E?4tQ{O
zlW2uZvrOTke7L%!dHPz1|7-L)n)@!W_OE{Pb{Z*U^mf5dg5*wj`^&XK@=kwX#%Pd|
zOk6v-Y{8=R^UR?4Xk+jquIs^i`8zQKPOBc)K~(Wnj_bT<%2%VsAEpwD%QmecDaWm@
z2gDc0s@K1?J?CDxvZp@yQ90AFBBZlHiSvt$vV}U-Z77}jw>Wt)F?~h!1uwR-_;2Lq
z=C;1JYOyl-{7-h!V>z%{{d)a(b!kdDh<$^CCA2)h7e5MuA}Wa^cNxm^-ru;`-q-;g
zSiRNViVR4Drs<`Du`ZzBAeq+1e}_l~%cC?@(0csq=}CYxL1Q&AxdH#dhjY36>Gl?d
z{PBT+SlLsA`<y0|Q^bKixbE`472(>%f7o3AtS$9=CK?5Vc}Jnd_TTeQ*p*Lo%AcCT
z`)))r2^P1=5huz{ubp(tSZ4TYiqZEN5$8}(KgTcse2AW{m?(koQVuirxx}=M8*E=k
zPxI}?qFg&1roBzdD1e@O)k+uK?Xn$>jhkE>wb9gi(!ME#fdJaa8U=r&7mPTMzY3Kd
z`*0tBVkNG{+nkpYLz36>wZGx!zI_>O)zSVaUF{dHaVdkXYUv<vm6w(*mh1f`XRWC8
z*l;bzg$nf@>=A##DL=$A3(5};-Da%qYAadBHb;2EWL0cE1l;l5q_i}3JNfB8S<*nr
z=+iDn_H9uf-W@_iSQc<bTKm>G=W}S4d@)#5qyUrlp8DE=C_K-#+1-o&I=gSG_VAMU
zTk*|r2Ws{IF>biNec>qhp6H>7J{W)|AKZhr)D<YtuY+|&4O(HZH|<1#Ajq<}muXI|
zsN)gt$QO3FYI@duk8$L3)$C7D7w2o3-=|1Js<ymGTfsjxR`cp1UpY&vQtuwHe$`<2
zZ+qJo&tF!hbHt{xS>f<cIQwu_@U|`t%T?sKmQ*w}5i0PthsBDzQd&Rpst>}4`<Ud+
zy$4y<+&hd<7?EnI@{#B#cFQIk-W$E%tUcUAiRz7OpaxW?`n7MGO5H2`FL>-?X_ODo
zQ7;qn_g@vrAJ=vP6$qTT^j3|UD*K8L{P=hI)#Yq5lO|nS4=yND_#K2eC3P(?+O}f6
z9D17X3cT|%aqAh))W$1y;|T6eO+nT+{`RkxB~u5p8$30h$QTKLw9r4)8oH>0&dLZG
zMU>`e)}@fh5DRHrHkF!WwmsN$HJdp>(Y#kTZx?HxBy?vhb0{#Lb#>OORTtX!B)L0!
z!FNa$oOb1>a&YfGnpA)xEHOQUYlki=@ft&@u*`|QUHX2Fk$%NeV00b~&LaYpqX!T)
z@U&k=j??3V8LTgJrbH|*iX_Vf*xqXRDHiG3isrBZyS*$aewRbEN%1twYA~fWs(t+`
z%Zhu86Esr?+TcePr5f(5q2U5Q{wUfRnti|aS-~*(h5qsxMZn$*L$GM5+waF$rn9n6
z`6m^&VgB3teae;dC+^a~hw)?vVi5gkYkNsIv~0|CF@$EWYy$Y>w<-3{i{BY?SwhfM
zz|G`8^oCK<JLY<0Jnv(bE;ggnW(2wi8Deq-!$=DSWMqX>ooD&tE1wmy&1Ur8b0O@L
zMBTC({scB9GIvmM=0`Rcw{^nA43x=n|6|KM<z4E+JGZQa0&fJsIPA3WdE<xVQ@_Vh
z`kb>1ehc<3_qT$$tR-Y~a&zT2L{RtN%au^s3sVjIy)&dzqTNtCs5gf*=h;-2Lm3Je
z3-RE2P)PylKX!ueAL+SfT-z>HI)C%^0gRNcrJL2D{6}i(k-%{Rk0P6I9p(Jd>u(2h
zrhe%kEv<Y#;!Y|In2{m5<e#u(E>jItphu1sH38`Q?Wez57psknEdl4@88=~#xHc7s
z-8j7UvIFHFP^=ZUbUg#X$>Lqz$waS1k0;&!U==%dmn{o%N!tCJJEKxzP{3SvP19Rz
zOC^)+stml#JA3j*Za_O-03$L4n@TRFvf4di7`h9}+1`E?XcKtDWwo(tb_{umW64Ah
zh_>2b44z`~>Ly7l^eUDSEa)lxL#oj$5%avaVe+47hp-3i-X8y{+nBvyu+qqLx1I6O
zYi$wFWzTlU9l&{PSh3>f^16|F>{Uui_vyJN5ELel8$1f9PUUH6NlLMP=yc=ZnP)1c
zwWtW(dT_p#Z4R?9SCswH|Ay}%xIM)>7j;)Gvqj}!@Vqw=eQzBudnTy&Rw##f+-2id
z_3pupYtSztdd{{4tn|U&CqFBs^|aFXGaL`mr|m96w(i*fz?EbVowVR4%V`cQtby0}
zHzeXP{h-^Xvg#ofA24w*kSk^gP=P1Q@RUuqnh-ozT2>mYS)VP;te!9~>CFb6Am-QZ
z{DGe3Jf~04?UuA5W*EAfoadhPFU_&SnvewJu*(sQE?`i!d9+UH3{Y#@7Tx>33ckL8
zJB79K1PxZgZ<=AJrlywK{&SaYGldJu6@fGrgp=n3JhSyBUvJBZma?+FxLr13b^bx8
z<qOiS#?rg0_JZHUK;tshxk~VT0oKU>9mlWnu;t2HSv|Yi0@Jog9<HHw7NgAkiqa3R
zWP@m*{>-RUfx!9e<kWOLtA=ncKr2JAz*vS-sz4BGI|F%;_Vd0_MxLvK<kO{qH2pbq
z1H~FYhGgNo+r~s+wWwYys$|HurvaZ;x094Ynd{zr&D9CJoMh#2zpL8sR)1s@uG_lN
zxLln+aS^DD#oNuUbZKbu;=wKZlUp~Xdv&c(z0EThJ1bzDjLo?Zqi?X=U@`hzf9I!o
zA{h?v=odGZ&rAl^kY6{ZRdNuR)zmizY9E-}oe2ln+wa9l47Pt|VV>FkGn@d@<c@$J
zEp`o{Du&V7M=Bdta&jBV<du+J*s@!Km<Ipo_Q)${|5ed0X1@TxdOORjo_T(dSL%bW
z724*s%7`<s7GpglbBM{bleE)S$rhc>*QgSfE@_gMA;JSKHO+l5TorA7Y-;>TV<RrT
z1%xPjEa5p;HcSJdp<Ckifn6#G{tXm~>#Ww8b_c_T^Xvi$qD^UEGTpvyH-p7X(o?2a
z`55AIc2}bkU9em^Jf31(glI`t1z^Tbc<tn&uP_+pN30)qmurhSFvi}JzH1ox07c}}
z%{uB^tdO9L%o47<hjfWVN*I0h`5%>AAyJ(cn>GVb75u*C8oj|bl7{}w9YBy}tz8rf
zNsmAr{|@t#X!pOMmO!UO5Ppr*8zoP|Vf?;NsA`eR5TuUjt1xPQD#H%c%d@@&S}<Ct
zorQ`+QYWUF+MSC*SYCL0=DWW_Op7`OFq}vho8D0&_tmOQP{*XXv`vQwyU=bci&B8U
zK1P(uIFXi&kpGFQmq3$k#AFb2^A;!%y-NR@E3pxVtvE9u{g_@9ogwP3ky@I{)Fk{2
zd+p1X?2_0_`@&sAjCZ$wosriiy?1WLW$Kg4@RBo{2$QJp&xS9;po^%x8U+c6C!;2y
zxD_n(jm)vI#r&XLs|;7!t(&Dh1?Kmdt*K=a@%1o=Sv_|cX9G0#arPWqa`&YNr1g%A
z>=1itB!C|9KdS3k(zz<tKIU!n<Tumv2>sR)*oEqbN}gFUH!%*~JtqB4T)RTl<788w
zv-JqG1kDxKHZ_=VNTfb*1xOgDuB<mPXTe_yyQ=?cVZ<((#LO_7wSZ)fHHzf3asmmm
z73`a?AiY>iW(YF_-S@4<J$#P^hO^|Ygj_^hG&P&TDIhhgtb<corBns!uNFx!;jR}0
zgRP%P9h*k4m1UD|O14jff)k;BcM#Lwa|fIbFBWhb{@FDMr|A{g5@SUDqQ%pg##4?t
z?nBcqHfSnQJtO_q?Phe~6{HC;?m(AVpwgYGEPXI~^@u0Gy;o8~qfDzOuxEJ6wO?5F
zOkQ2)M(40wHCQi3dnPH04b0curSav3`<H(@C-3+5EbBB3R6Iou9(BJFnj|8l>O(YT
zyxT_T*rMY)uO1Og8SB<$WXWRuqx=t<EgU@lzwKqPEStzb1Tlk8u;_<+YXE#{^2u4{
z%Q&@bZ`<Gfk4n05%{jQkAZvutAHw>8l<FOq5xQQf0&5XBZr-~mn|=I#v4MB8vW>kM
z1-tJDT{K8<4u8o*{TMD~7k2fL^|WoUnA!T3(J&YGq5R3f-e+N|U>Vb@(4`cQ$#tvf
z>?n|>`*4zS@&Wf^xH4mH$zY2}GXCO&v=9g);G6Q~!}F+Y7H8-&&OB7{)%gx$+ZZQX
zjhqlf%hd*5O^<43I_gVK@PE929DXf-Z?|oJ0%^aSXtHp#C19uZ#yvN|q7qeCJ4Il+
zWHoo(%sOVdiBOv3IaA)Y&2-QN2aFO%bRA6~+3;XswO02#Pne6*PLf)CZRp62Zeb)y
ztEW=aAh~Ty(0yw#T0c})Nx=a+^fS23slr)4r%!E{VN(zl<12T2K>DDqo~7c-)l=qv
zR_g_ytv%mgw$rhYFoShQ7C%KvNPmTe9ZGm2XN+!CJgutAB#=Pdc!hOWCpjQBAdEm)
z?xY>7%BjCC@BeW{FmY=|<-W?hu_eyg@~I6%c0<+Nea`Dqo1`L~bVNHiy^C5y+dWeH
zjFI_rO!oMk_<~~_k}Buz#hhv<!=wb_u{M_LNHCzTDu61>#d9|@>Mj#iK3iC4G1A4&
zlwn_HQ1pqznK&LF!KeD?Ht-N5H02mF0v-2-jAIq^zYeH{RQn_8gT6GQ2iJ!Zc$G_-
z&Zo^>W8Sz<qH5BCMZnTzy~oWE-EMzEYr|k+TxnRt+=~k8HaaR3bMc$2KLb&G&3_=u
za#0qGsiH;-F>N<ri(Kdr72dzLdix}&Q^|JXa{~D@a{1<2W=oT>Y0#H)%X!?+x2VE%
zPY?Rd%pW%b#ZaCwM#=_QDpI!OyzRxtcY3GEyQA0ghQ}d`s(Ngucy*0e*wvdUVU(=W
zQe<|GX{0VVwVX#xBR`@@KBKuYg5F(NqUM2(yo&3C{Amyfv*WDi$)ArIaxgZP&?j6u
za$2a&s9}jUk2jNGnF*3<ZVQ=RIjqL`ev<5O2R4C^66S+&#JrcjPI@o)fV*)j^C;$@
zb6i%20Y<+*vZTWJ0EA(d2Af=&m0x3XV#btHn)M&o5m8KNS@w)tqX8n7evHVQotxVt
z$9D}5$CG%LdooXd&b?uKY6kBZO|BWN%x@{@sWm{t21=N@BTJ-QK>DrAOd8NQ?E%&o
z3)`xS!aIP%#}tniv&UjVPs$C<s^J-y9h-!Rs3kda_DP1Ny9O@RUO$4TR>y1$fQq!n
z>E>?;rVvfluFh87&f!M(wAbag%`94^N|!8+Ytsn*B`DvXQ(b|d)lAMx>dH(J5k}E$
znvE_ab{5o`wyrX`Io{Asw<{nViJ@iA4$oR6K`mlmnQcM^NG)@6?`plTh^!*Yl|X%~
z9y8HmS;J^frz`Goo-7@ieZO&@_)zZe_I;I=Hw>96`_={6y>~uzsBcv>%G2VrJU;aZ
z<{2}bp;qA7c;MiZ=9qZI{CN&?TZNAL`}6grf(LXy8cBEm=$`DD#v)5BW{_nAr(zW8
zo616w>byA`pKGUALJO=2A1jqs)XnbwEZ`g9l~n4FAilpV)tj|=BlMT;R&)%TL910Q
zwk(hIcVgwMd8>DYmB(0Dx!<)<#nb4FcHt`($*upITu~e%R{c-Ki5=WkT6;-gD+}k^
zKiG=no8MKRA+77*2=L4nwN%Zqu0p++w|`u4nt=Yh_f)rbR?4PMrq{u{RfFEU3_=(y
zGqj&?23v|#8%2%Ytrg#{`*f*)yvuuDzbO3C+V{)&w=ezQf`0Dt2UV34>J%Rtc3i9a
z^_+LzyFytAenYLpg`!f4maap~zK@Gy)%a`O-IShwKY#ttqwn3Z#Et7EXUb-&aFd30
z_j6Dj8S0=r)f^!~udh<U^kuC|@x}e`6@i}xKN7I#_2$J(nKJ&+<sBjd3=TK<t{OEV
zMhnCYrO_}y!kK9t%)i;~_=axj#MkOCp;Ylq46>bzsfM~!#fmBKwWZ2e`{*#xKiONR
z3M196@XTJ|$)X02C?xrS4B=mb>(IN=ns*WOKHr+GM5|6B?7>8K7qYKfFv(@#%Lo=m
z3!XacNWbw}H(z&36$WqH+?S*6t5lPvDqA;EHHB6b{MUi@guR^0$eB}=^-yTxZ2483
zYGU>tGjITU5ot#x`gR<k^wejQ*$f8}fGx5p@E$-wJNuU7uk>2;TI?*r7~k+`?sg?S
zOH#`v@X!SOMO|Wnp43|aLj_i@2f>LzJG-A2U?Q>EMRu2$qz#)bZHZVrxT?T1SkxwU
z1O?@PSCAur{JcEXJh$D8k&>qjWkw+^a4xU8dFw5j3OXL=lcuVk5~coK>?u{ftFL4L
zS-iqiG9lz;)I_tQs0*i`m}cG@4a3b<myY6wtDRf2LA;N+so8vD$`l!TokP9WEt_B9
z7L`4Fz$#l()Djqe+)?|Xyt8G7P|ii)L(t{9&xfkC_}OsQny(v1ciR<0RnYbyh?`Ma
z(%ytfH0r=?H*ez4mu1M>OYfUjCti(aDM;Tt_OJrc!D2XaMLC|<bo@qaP+D0M@e&5!
zY8$gH#bwqtS0%NEEU!VL#G}TlhfM&W)OC~DKRnfZ7Wxrfq6tQ#K$Ll6yFZ&Gnpzsl
zn8(x=+dPoiS*m?VcqR;8Mhq)@E!R4cq8Nr=^c%f9=0n^R&eFdsw|s#xN#O6$m~l_Y
zKtFu4IuO|9<6Doeob#N_$0)2bkinxdm_bBIy_92^q0TL4T>%kqzeTsXJEO!L3B?lP
zY!4OKjqs~qFe3TX1MVW@o1a{>E5gysUqQZrcU=WVR<tvmG^q<ZUWIpm+PG%K>Y%~x
zoi}gNqk(cP`+`xpjns~Op(9@s?j5vR_$zi6EyvU6Pwl^)QVT`x*#FLOb`}gIB~QTX
zj1tLUmds!D*&{eKi6=?kaSz&sUv*TMf`yV<%nH_a(^V*+jUNS9CX93-Mxl9%SwG|;
zr#am2O4T!$193mJSq7th-&fQNKz|cP(=2N#;)un1a)ubfeg7nTRlFeC-hHoR&^m*G
zb2BIp23Ds7f|zefIp2G^s}+>-ZScp-g4<8K7RbN5)+%p~TC?`?7a9H=H>&QdDn#Cw
z!{wMM4H#D#tI~Vl=cM(&Xt0kX7gQ4P?-yO${`e&PkBX#M_wDoOIYZ2S=*Q=@KCPXg
zv;@l;t64?;ZSl4LQ*<7VQ21{gKYL`Jk)3hI;e?PKXWgBBcgRde_8uY1-o&}HH^-fw
zy^^eKG9pLH43*WA^!@q$51;ispV#wxFLl;U+6d-7c$i0cYu2@BVN#=(ZM1c(wkaI^
z<GD+4@L$8UQ{Bf+l><eIJr8tiJQmKDj!cx+ro4oPNMG?E&Ps&xC^D-#*zr9Ud|`$J
z%YKQ#gkIFmC)f9MaNU(<q_r>9*LdRI1hUi<A&}XjJSF#O(K*+k_}srJgsgQdXGCfL
zp2F?Si1S=4#iqmdqk-+(#Yz(TMrm(8Qu2lSQV*)ez)9o_G<H3d6;)^PXaprK`kgK!
z_p-@#6wKH*?L~TD|Er`e#Ad#FvV<qjuu&&mdd`R@j?JMaoC%iRJ&h2%(=5+k>!Q%|
z8A0J`Q<pbo{epCRGIg5kt3-K^q>gk}`C~Fn<)37;*Nm-g1orsDasF4W4<4bXw)ni(
zXgs(+6`Q7orYI_W?dGnicSmWM;oiA~SN@i;ZKx@cU;<!U+Z#ExNBG;n+Rn)7yq{(N
zVJ|Aq_^mjAEQCQqHF4-ZJtEGN{yO90TpRQ8j_CdL$8NVp&zW=-JvS_O^di(BRgBeF
z_E>~`H+VSIDFV*JH_0ZC;V+EEl<96OSC((3c6a<U4I^A?S$&i$9su?jZRgz;`J#z9
zXSADa7_VH|)9?-Kwcy#RdmuesZ%Mye^U|tXvNNCP`k)geF%_7&T9U$G5COqVcZd>L
zJr#*s)lW18^297F2+!8Qv;mTq2z?Q0@~p=+d{94z{=-wgzUOZwKRx)7=7-Bsc@n;Q
zb0)(N=DlWRtUazsa>`~MF;4s#^(Uma@S?yfUI^_{XD1|>Z+e&I2{X@^+s@tFcJw)^
zKcB{SWKxV0em7IsLUPwW{e|M(dI+vH=y--0FKrLFbobg)5-*a@MA^nfZj|&lh){3$
z4%s_{{Gj7U{P`|lFz;IB5l<z$!`{7yVNZyQlr`Ub#fm_g#8XA*@y_E~52@votnWiq
zHzOe+w-1zj0+eMBbMHOA8iRA8d>aw52V*q32TNZp*#6zb9*OE=E+xnW8-1k9yC>jU
z8`@f;?_$JN7b@Z06jFYWkDqJ;*#><)-t@ONqw%2qR~GEiYTmfu<CW(RDT17*xp=iG
za#voJc7J^O<4@!Tuj3H(R`Ms0>&#yYGa7-D{{ZwPn-HpsC)mat5|)#2!MHaHhDeRU
zS90{4=O#~PFb4LL%L$=NS-9Fru(*2Uqnb|JpCR(=gj$v75=3{CAfh)G-0>zTO3%Ad
z$iNM_74<<$t`L`i`XDswlF!Uuaq{d_<`y|mF5P=Dou{^j2*K6W&Fjk9*!be;eCX<G
z)ftn^UI|6cYmno<rSIR0#4#r}d|kF5tCw_-?<263XbV26me^q@>XH`+Bef?cxHqE_
zzu1u>*Y-V0L}CIt6FoYo7dG~Bn{qp|aXh5`fD6KwMIuhQe3vw7!vaI4v=Ki=#A|QV
zo^KM5;@&;|H%oojEP#&oEbCIIDo{HB3^>xX!Pug#e|3a=>T84c)l}>n_iQd6K1LoR
zG`gJaED*LKH3@75xzlP3Z;LmavaUdMXqDFrzshQ!=ydR)^GL4aIM5rcL$JONpQ4PU
zJjPN$BA6`~&EB4q(|T)=`x~%2JC-gO6GmH0Zo09_%fVOdRu@nWjBt*69u&)k#F66w
z+F9B~(-d-?cfwx07^)_UN}80%GMm#=+IrpE@z>Z<UK<a<BuL{x3>TgzffTwNo?4*m
zJZs13yP(7E{E#p@a~N+l$FjJ}ICv_KM$MPnWK|^7y-c*4GwxM4a&np5QATxn@j+H#
zbiX4F5Zfr|U0w2Kq1!aGKKYasWuj*;-WrWg)cT#mt#)YYz-M~rAp9Nak4MlxmtnTZ
zb|-1oZ>}kN+o{Gxw&PF(*_uT&F-_pVY?Qdg_KLS9g;{f$^}hdj))sd<35F~Q-^b>z
z`IPl{T&FKfX!(7RROT%uSK~oBN_So2SXhNbB{M7G06IW!E3II4gM{NDAfr_wuL9;|
zD32zcmOj#vxpNHZDhQBKYN^5tjlIJ{Ky2MyW@BRy^T`=(Op1Fhj{EP=(#jguI1c{y
zq_M9xm4YAM1QCJ{`P7<A`Q|$>o+0uJ^f@}{YMTb!Em-MMEgy`$eDgbP@d@zs@1c9^
zAzT5NY6+|ad6@8?0r+$7e*ozV>lt1|g++nRo&xDxVNJb6VxFK;yX2P<SA4!?2y0n^
z31<C`^F+u)svEYZjg`y{QBObR1TMS2^E7TxSuB+qsId|X7)nJv3!YB;fO0JRz&Tt8
zwUc5LV*K<%X3I*tZZozwBh8|DEG~HM?~tinW8$F&m*`sDGVOnW_l2Wf1~qzyIKe!j
zN)7Yn37_sQDDck*T4f-J>LxHc?xUpz8_jE+9(*R39f<)5JMK=Rb+uZ}c#!XUm_#LM
z;c;bySV9=KdNRk~yPTb%WhvD6^%XDK2`?y%-ZGE;MLHHzS+j(p9g0l`g^FYfL&-p$
zc9yi0xN?^)?ID1;_r9dc_#oFuwLr^xGw2eq;#e@cX6cEik2dUq>8Ut>Z^&UDE9jW7
zvtidTRb%7}wdKNcHN!EscLDV|Xawn~&DR(;xI-25YBAsuP_amt;`HT@qt4#dFLpMW
z&^YH7vw79)iAd4=vv*a-R1daw2Rfg3ZzV>=UlOgZCMJa7N5$3qPpg{s^i1e<bIS(d
zXI1}BPjluw8v$9Gr#`-TjmNwvH|KObuSg;`CUjvJsq{2NKRS25ABg#ZZFME%N>jCL
zRgaE+oz7^sVBY(IYoSX;U#H<>CX^|(L08+f_x{KgD}3bU-J!bMGCr5fw1W%y-Z@-=
zbQP7FxLTZ$Fjor>_H-N2wjq5BD47ViHlJ*{vncR+y*MjNE@ohYi#I)Vo1@(MhLrLg
zw3xr`#e_(wHjOXIwffIRk#UcHVc?<Ga6AQplZ|2uu6o{;B~C5ss}D#%fQyjr)08Fv
zWg}aI_~HgMmI(r><20E}nqAK}A&5a$ZSx_2RZ3r=CLKa+-TO`^L`{euoY}>KPX{wz
zYY$`I!c8|#1KHVg*8NIVaq@Cs9qyYej|7&vgP3)JgDQe7Ex2DIujp@|kPofJ?LL`}
z+fE$6$<{a%pF?3Dpz0aApBa(8y8r5BXXtmz??)vMO!{e|yVxfc4zp1kCX_Xr`p-r_
zo~3YWXl&=K)bd4+zZX`4DX&fe8eGcyy4o@lcb_~z$qL&#ZvWDS`DlVbZsBrI?)>{Y
zXz1b-jV%UfD1D407PJ8Fe^C^fg0FZCVN`R7IX!Xi&%4tZnT9FD$5BbIS|vK~V1J+v
z0whW1!#))%i*f0tnn}GicN*K($Z_(AKTWORLA?9m^DGRRs=hxWEoGerT`m_L@SXlO
zDBV}qgqoDjz~u7T<a&CIEjG~P_oPApT`mwq`tfH^^_NU3IqFr_dNU_E6(7R?-ox_A
zG~^M?d<)U_V<JJ2pX-sc9=}RF62RvCXlM_^9f+!Kvm0`L+eB##Q4}uJ0rn{V$A1y?
z?EF>HF@3|$S1&mCWiATHS33#8KM!(^%aAz_-@Vmg1%D^BTtmU~t}P!5X63~ZSqAxM
zi+J)LLtojD-qTEZjU`}h@|eG^HWej?_8dF^<<3Y!r_{Uu0FaA2274Oy(}(imUH9_S
z;+w2yUPz_YFE&Qlai{?=9(@Z-Q;p<S)Xzgi#1n!Z;fFdPTihY-<4MTPV0L!0z(a3f
z|0Eq4Lv~VghhbD0ep<~Ez(Ya~Cve}P-j+%gYNaMlqN!aITtQTlf;;zNCL&JvgR?p$
zWXVLP!*Ua~1rHAK1in~adXWkW^^o&5cSrFx+<ySx@$1cVtD7y!gl^U_nTE^uJ|)YU
zYazBken<1T10EG95ORXU`wnzKM!`$&wDjhpf(pPp@zHFh%DGF$SfV@~{p-w+=3JEN
zwO1ecLm}0Ce0;v#0O0M0$iNXcL9Qb;_=^#Ykr9mIAty=O>tM>u5rskjMp&|E(GA%M
zLBv%q(?1IFo4`aguEOR;`?L5d4@KZY1NpoSp59UH`ZVUH0OAifL?U1e$yWY_TAqx|
zfFe*o=$PL?1-MAzCaV0fy&}tw%2%3ysL=80sms>{3DJg+dDMSddjL7C0lc=>N}buW
zdMD&gfDF0|UvJRJ>r8VRUd$c_Y7+D95ODBAupw%D{##YLH(*S)0vn5iS+$iPcfUJ(
zJu%58iNKW-kxL{uzYpHZAH{@XHBv<Bxdaxre!!K#Ehy<w8E`=ox?`2X(leC{ZmWKj
zf=7jel7J!2+>^yN^p@~LyhO2YP{wa)Nig|aHIK%xP3QRN?ATC&O2wA5vhmOG0h$!;
zN?pgAS>|J`c9c$S-#_XB7|$5&9IdpS+hq?TP#qsP-lstJHLj=Uq+d?{7^747zmbZG
zoQY_K8S2R>;bN&d8{v|0Zf=j^&X4=PDnwT}T!)}6NJ(y1fn$5CEtp-BiRTNk3{<{<
zCrU6JK-=+$@ef-h+wQNG2Qh<la?vsIjV8}V>mdN7z5;s!So^+^>$JBvB4&<<19BY=
z-T?$~30Z%}#zYqf10n-5x<^JaW&)8<)C2Ek{Xt_@R%=xCE&sgP5Nd=Y22NqWx_=X=
z+ZA+lGD^<D5m6OSoYw)^H`<#UK6*2gmS>Aybb06buWmQJIN>61f3ErLX<-I@@SI!D
z-|ZUTHcKALau7^^t}$|?Yo@g!dE?nKHm*K;b_zA{5$2i&*I~@5(4a=sEgeQHpYtP^
zS6P%kzLepRpp=pnnNM(QqF((w`yYUDu<f!UFWI*Ao6VrVIK{u^*SPX+A6m<P7YJ-I
z0i5kM+Q3lc?hA5I;5qB$3~BitPP_7B)5*WDg;Y6FWafE5oJ#Rc_0B6x9<>gxo-Lil
zX_;^^1<7xw<CTx(rUX1^&DP%TN#ya4JiFtrKDVdb3+aq3^vcc1F)#!Tv{41~dY0%1
z-ngwMK%cuP%yk_|u;zp0%SxP@7R|c>@wD4p>4i*HC=^0MraWK5n-!tmA5$AUEG+~o
zN441}zl!>HN(OrzK9uvs{?J?y8xGYCX%HP1U_Q2eepTb}%i`MxaJ7v!;GLM&qqmSc
zCkdsH{ww${EP~^eVQL-^-h3_G_b#GZ!9_zr*;n2kyX_g`X}R;*1>p#2t*;(GAse5t
z?9tAjgi{r;Y3#W^`h}qBMNy1~1FrquRH!X6YSu>aHGUn4(qT!+LkS&6b-bGzB_n0&
z?>VEL%zoZyA+?U8@5IrMXDe|-u?Eh~($g4bDE*c~MOQl^cGaNzg0Y9Ea1HxjA2dTI
zl>?^y1hdMm)xdzq1)%JfFYjZvuEt0bQh;dvoE8eulaaqc#mq(wWb6Bh+G=n)nt3MM
zAf+X{O{VP0_1cTTTfE-~fANR!c3+PAcEeGbI1Zwo!7<pe80W@YS}RcO9WMwtI<(;x
z{EYCo3yb?@#-vcC1|Fg{p@rFuWhx6nS}C4KoskzkwC2GCCG=JoR}3V82W^QeCh=JV
zih-!(X4|HV$zM<Z;XDx3Eb+Bbj1^o6mMkn@kTP0s$V1%0veZh=Z+1+a@`w6!T!Z4#
zFJ<7DJWg#X9y5i`bXUfzCLk^@;}-}A*4@=DnS;%!fCowL+V2f*@p_Q<HEMkK;SWxd
z2i=C3$itQiRa4r4^&%nGHFvP*4dn73wOQhPiSNK=lc!IOH59QC;3x#9tbba=CZ_jD
zmDv8~=9e8jN(|hZC+SzATYKwg`k>1(cLJabtx<`H+yoPj#3)Di82kiF9KEhF7<*aU
zrLjSGz!F@E6csvlR->;2WhXy$zN|qV0eVz+axRCmcZr0?{mXV|Ovy%A<1VvwpUT`d
z-m`jLmvoOE!USH@srjXUyD3TIigzyGY}$w&ya#zv8W&?MKB<*0REccVj_1SQmIf*o
zQ{?hmDmuGys+R}svGa^11MI%H8<gEUH}XsP&E3(l<l_|nG>nJ2RRKqQiR9O^6_wmb
zv?%+Kg(>HIpx;V{KwMLG?$Hl7R9+)PUvnQmiB-DrmGw6u%RS6(-NGW45KC1(OYjMh
za}SN9s?QRWfQi*v;QrpI%xRq&UN-T|-e<Dk#~s4Db=9O?f`>w#JtQ%!177+!3n5aw
zX`_wQUzG%nS-0nx#0SP5oD3U@e_#<6!A$_XBlJrhA243A!i|=eK;fPVh=78#xQq(e
zlgSWCCzc!V8-ZREhGd#QSsboYHfrpJ)|=27URcu&q)N6|Wt-KWu!Ovd3Vp$S-|ZAA
z-i#HQ^n|DIW1qfp?-jziJ;3y;rMC*FJf7Q~njWuA@_Vvi-|pG!UCTZ-_x2Xli&-IQ
z6@|l(c?1cMd+Z3kv#)G?1C~lXhue9in@A!!FOz9Y+&6g^g8wA^r2Izie^0K<?u4bB
zFpVs)<e=n!P6r1`IBaR}kpcB7ckUPW3}NVl$mPrEW6N2*uT^O8Mqsat6IXybr!Jt*
zzmM%6E{XaKP|QeFco?QP8Y^eDXK}9OVq}r%yB~FHf$@rrH{eE&_`Vh%yehU%AFVZq
z1+F`iPg?BUG=DBzN;X1axUjUPFhYAa51+!=jb~za*fFuV@%!dO+5GTz?2eF>Y7Cj~
z4xyI*HyaisxA?T+U^9u_(Z*LWB-&T6SswB?S3^O~-I>tOb|p?8*myM`kn^oXhaxbL
zzLSD@U4Cz>TR(pP36ZUQZhcZf=Qi`=J#+z&zY#*)hd$I;X21%K!TICjc=-bESKL3y
zUJq9O8*mlj*Qwn7s*Rfk)8sXnp8_;i5|_qH^14m=94u!)HHz|sOUlURRtOic?kFr2
z2aF$T+0w&<l06w(iPQ}4KCZR9Y9-W3%--w`EREEEHdI%iMy$zDOGhL*_b6UxEwL*m
z^a;b<<tI&K?ZUrftDg)UB08i$Ng%LL!z7dPg^%DirZT3;7qM=L=r?Uj<=XHR4j)jj
zKJ|k_TEVRR3<3?J?hf;;Pi`@kJN50-h(7D?sF(7R*{V1y9>9KC7w`)p;N0XWz!^Nr
zV`&E5tQquKS!sSYx0pVNc?kqi`e-KAs>JZj3UswPpiM@mzfNZ<+<jHU@|EP7|LLi&
z{;eoouy4;-DwmG{_7_5+XaK+sz!1U2Xwy2pBd9G9udrPqIU8|wj;2-HkzjCSE#BR)
zAvI~>g{pEgt7tyU&HI#I`i4a|rjg}0zR9!D_EjS=$u5|2NFoDeYiukPTC1=rw>_LU
zuCoN&Ie+K%!lL2o(cgCzzVCOBI{ldt+jwM31Z_!^`im69!PF&+kZO+p_Hjo={szbX
zv&~Gb(v-^~awCLxY;>fU&2c^cQuVfgTMhpsQU#AOhnEj*z>k)gqE99{xn91wT!{05
zi~I_DOJ^22LZr3zLOftY4bBNcG(GHYGA@RqoMBzkV00q!XXRiZheH<xxFe_3zxLV!
z%CABAH0IRLV2%9ntB|#-hnv*wk(=+s(7MLsQ7zg@@}bl5sh~ix#0yg5X<>8-Bmf2g
z0JbGtTTtCLu7Zt%k8GNNFnYiZD%QD;eimQqeWp*>xaH-cP)ANSZ7Y^67ST+XrA0B~
z<f``0N=9?)gE`5&P55t5lh<C29rKj0T88cSyb={jM3EP%ZcZGTn))BWOTLyCjs(ib
z{+fR}=SP{lasF@7V}QFycfgq_hw0mD^we(JVB*RU%H{0sa5v4ZMNYZ9cXM)fCgpa3
zJHTSD0k6m3ZUl4{yLR->Hj6F`iH>zdbJ|){mJ>i!>{&1_wE)bn&TQG5a))-77(fIH
z6cWrRx8-eEK*<W#n8oTN%S92!{gOz$E?2jh>_(>HS@hkVOv}J8cVBf&Px*t~xQFzV
z$>u}H*5!&xC-*)b7jfbjec-L&&fz?bS5{q{L|bDXk4G8~H|8G%{q(wF3|USrb>L&Q
z$xX+N;rLHTGgGzv9$4^-osLg62Y8eqN(WmfBFyPv6vXS9pOg1iJuhA6%|$P81os3}
zL@8kj{fCuYL}Ip*NUzH8;E%0neE5bvcOJbJORv<`rsEYDP9=H%f{l`&R!NmlDg)&z
zI<^LIKx31I&lt#QmskS`A_82IJYmpNp--9@r+21i{odMmW|q3Y<F0v^t;+ZQu?1qi
zNNhDNR3{06#-iMpNjBFXGQvyt2^x8+>f?qXfu%+V_N<>U+a@k<$4V`M`T+?51H$oU
z&z4bG!hpy6^gjQOr{+%i3V(L(rJ~cRH|=07m5U-%VW1}%H$}!fAP@(o>Yukn7Y=Y$
za%w{tDT8ssSMzKkF>7%)0Z2wS%b6v62PY9<p<-?ZC{?Ws#gZ5W$A##o>0;>sSw5WC
z8?>dpIDn%msm{TlMcY5RIt>gKqC@jeV#v(Jc5*0;6p^137I<_Js8k^^LR%7v_0Iy{
z1?>Q6rsjbu*iaAME`He4y3jx!H<ZHPjJ4Dk(L1j(e3%mB)~MA<<eTCG;lJ?jt9y6k
z%W!56<}zNHH7FwxIZm&(@#&*#zHDKK)?3`3n%6n>*u2o>!%6Hmt5rP#Es;-u^umzL
zL$lYaIPwj!R_>kiQLWn8Rm4Fu83oj>*rO(|;O5I-FJbwKih8)D2^ubLb~F(5Drmjr
zeCUxqtF@}F%5Ub<;a9$8#@)E)wV8edjw*d$9KokG!L=&1L^faSOZ}Uo%QGYi=sd2o
z1X8CCw86=%rjTf?3eWU6wDg&%hbscu>Wt1QgZFRA?Iw}}se5NXlsz8t+il}0<logN
zzU2-%n3>ekSM#uRmHpFSyDb3-+N;n51Auu71m?$SQ8{*gc`dB`kc0;uw2(R*=t7l;
z9(I!5F^>h2?LY3}%GS$+4yhCR_xDQ-BjeORdz<3A7@qwio$$27>hXy6%$=V#D!wBj
zfQ}%|#rBijI!`mPG@!P%H<@KXI~m2CFrkgkulLX1l3n-;U%(p|Jds&-J9P=)`zfSD
z`Ts^?Pe7w?eKUQu>FML3@Bt^0YX(hq@RY@%m&wH(>Q|ug-Nxv#huo{v?AjC1_~|V=
zd;Mm4<Wd(JZV9IlWH>H<ZuEon+2r8b|D^id`9$!?svGbA>8&IhWW2w|dk}xL%o`E@
zJ8iywamCvz-)BQVHcB_46P@IQl5S-kc^kOMY4~ZL*E6;+8oyxO>axUxl-AJb>kc}m
zk}TVEUy#X(rr@BzMCC@YZhSTi_26s%yGIr3HLLCyWj<)Xdg`;b@^##$rq7Ju(&v+=
zBB!7wQtXEUCHb|q`*`EbcGZz?;0@FA3J)n-l&iLsc<RW`%|vDf0nWe1EBw2DO2^%N
zL%BbmRz$2SX1Z-~eBZd^)rlAVq2a%{hmeyDEHCUBwK<neF0e8uLPJpO>yI(}wM}Nf
z83(>SK3JZ0f~9!OqdW0DI>~{qPrU?_SQbwfcREab-c~CY1hOi&dqO{TR<b9|h=1`u
z@tsribP)WO&o@4xl8wHB+U&eYvP*E+&H4dR2uB{|hLE9C(QuSt1>~O4oX0b6M&(sx
z><iB$;zDODdvDDK+`-I9n8`861!rgDG-Oi6&rieLfHF;>l20l?nz2KJlo9lZMXGQ|
z7CNI8wDw(mU9+N*F0sxZiy(vD5AYV;FV{Rl=B&qNX(+u`h}-%Pko8Yd<tlig>Cwfm
zWutk{%vyECT@X&zT*cgY=ZB?~toYc#A(p#yc_pyJrfOl+_futWeZ1-2n?EBYg>;P$
z`(Blkov?lq4KOlLxuatPLq`6vXbLfWZDtwO@b0QgFr8x0MSO#j+<-BP^waUTbvKXy
z{AVlvY~_Sp*LfN6BDcqA)IzrveLX|>+OrcR`|L<`i@%Q52+@I?GYJFYjvpD953DoN
zjiI~`6ce@#vxt)H8?!RO$5giYIgufK1YZkQuaU()6X`#wv3s0es=wely&%c?wIsZ$
zgPOOU7P#8AYl}`il;y9j_<UQDnmc!0!skuY9Arm5nm53F0VPiy5bZheCOw@WU0XQ3
z%frFKox9r%e$XN`Q09U7yC!E-RA=hSz`~BH@i=3{BqgFgi2NI821dr7X51)7_toiL
zeM;QRvu?DIp=W<T@2ON0)u(SE1`=?ynS-IVecLz=b8<Hv3U`t6k`Uy<*=Ei7Pueq>
z)KaY*nlB)Ex7!HcJ<nxz6)!Pv$Xckz*PwtUF2`KH!ERT3B2zF050YgX1rCBSdUy#s
zL&s^|_&o}9agKTx50*(j97H;rJn3KMB=(@-4iE?{z<$u@Tf3d^>yBFa4`4{@R2<6b
zeRsua4>?1$VP!JR<G96XOgI=vq5-rN>U3VCxE17p2M1VI#P+Atp7x_Q?O2CGo0JT;
zYW)HT)1)NwdAqw=&;%60ix~g4+F@o76Q58cS9N>Z^Sk)*oC%o<3`x`f9{zf+@B5fR
z^GHBBc}|7hjhNyi{Pt(z#RCi)1BX<?QpTTye>rlcjjYM}E={G9n)EU>d4V;0nCGer
z-67qhdA!#jve|_?uRXYjqRmvsf{QabFs}39&f;1-MWtH}v+VDdR#POBmzM6RMx@fE
zeCrW5mYPyc>`*w=)@P@3Iz#q_kn$L4+20C>(BtLu7Y|aA*mbAN6tAD@W>txHE)9}e
zS__w88#Jc9z1_6vkB80)*nM12Adg3FF!ue=3lBw}SU!C?vwpVpU;tt$)v+@tIxAb#
z`?coD9Z8@u=8oSxk(FFQD1tr(!7fZ$O(7Y>nS8RBQNz?Zq+0EBET^aFSr>AMj9a?@
z8a((PAfs-o9+~p_2Kd&g1Rr@?{){Y+^XP3(_t1kl6nq_sx=hB<^oE*G2>e7fkcaJ>
zhm{~Gi@#}opBq;G*FDQjchkY#|7*z{an+k?!@%^p&dH~&XUTtG86jw&2M7=U?qPbV
z`IUaP#X3YwxD9Sia#fL6nWYoFbW#4jpig&D){B-8i<DrWAB}ksW{B_IIlO8klk%(u
zWY8u(C_I#}#Q?W*r(H!WtGgRqK=HR(E7dO4(xdf1hG;~De*d&<jDXz41y5i$jKUWE
z=)ZIohj>751lK77)m$+BU+U7M<+14rzK{771La@$*o3gvrse+wKFbwIKCQpqyEc<<
zuOs;GvDv>D3Eoe9Ybvo_TrhDiRu^3yAxjCCe%WI-E-LZ?_FCi>WsqlZ1piaTK6}EO
zDoZ@RV+6m1eK-}x1cv*J6-EknCm}2<JVd1yDlt$~mOtmG3=h@+8tNCP$WtQ=<J$>u
zpfQ8CkS7BVd9y5`@~RTvP9?rCgV(K8za5TR+7%v1Q<~796=&v8Fuw6s_Ci?ussgd?
zi9=AiEV2n16kf?lW-Ah80}w-WbP3-T6XZgfB>cv5M(aKY!i#Lk=`yRI+u1x$X7VKo
zaQ7$%1&#eqLl-@=Uht{;M&sVlC27QUlVc9nnP(MF^-!2YC?vFwgG$_Xh?hAW(t7~q
zxY@6MRdY?EBJBghbtZf4W^ex3lrJ)CCER>)`_bD+8`xy_C%MKpyH#SK$vXQEr<nxd
z6oJ;Q0;9=Ro=k3U>4Ox$=~v->p=W2Oon?LBNC|}r9TpE$DSPqIDpSI^?p^y7#y^G_
zO6!b1(He}idTc_8h*Jpt>fS5yzkWe?3;$y3&o&DoXD0Wg!{OYWDk<9a_CRrk;hP$L
z@{JRR?NXsH1#bV8lg}}2LiyB|7?TG&Ek86uy2_gE-aWjw6+!{&74}QyXq}V-OCmO(
z1;$g9MUCfY1g`qu%a<m4{ME8119TJ!-c_-LVjA_Gm6FpVD$6*XP5Y-#H!?4oAhoL@
z^geqf&{WRFMgo=4h%`Hd9)`5QX3?rEcG>BvA8ETJaIlc^ck)IEl>a?F81)Y{9eI_y
z7KJn7Tk0m99Y1=sBDjKF#_MM57Z>^rqZ5pY+D@G_5l`gmzK@^O5fF90V5na|DudQK
zh_~$TU=y;WQCR%}NdX4jf0Lx^Znj!)n8N*@wX%Ok1DyO8a|C;6Xk@^G*{d8n0eb%v
zk@rmiC4;=E7h5<>pGmu=%92|0pz+u^o{4A|Hs=@Qf3_T!Wk{SutoeP%^)hd>HE{P#
zGeR~Lcq1%~!Qq|s9szadmG_Xr14l;qd|1@7>J|$SttIoaL!SSQ(*`3-)PSh>GeU3Q
zposD3&M1yabw)Gj?JW;4kG)$lmX91mDytg_9u5eA+4<eDu;=>*$+uWSqj1}|hBP|#
zcEsg<Ci%0c3QG!nZMvEjq^HhWz&{@O^4wD@M^pp>-}#NFnBju7j6Bej^o}%a#<ova
zkU<L%B=&7W|JGZ+OVU;73n_GY0#3B9>px<Z2qaE)ZI@pf-d5fYaOz&@P`<FiF4!ZN
zwBb!j@6O7uiiPmvLIWY}@eO;F$tBS@X#yI5dDzyn5B9Qee>S&csll)#s4Xg8s*5I4
zjK&w~bQ_K|lqP=vI666=_kT=wt<nCo?OXErO9aD@qp`MZodi`oZWga>mm%z5IAAVL
zy5jROIFHQq%V%A8Bs(U<z{=hOa3UuBHSpt#W*-;%)33sm<?MG4y#nZFFU;u{SEbUl
zwZ4R=8O7}?m!rb47-m@ok>6E82mSgtgL_=a<~_e_Fi+olb8wW&f8<b8u=EGlBN!{&
zyDX|(T;px2fEMl=Fz7<P-IwsSyi$_#;I{m7C0EDRr|6GmU=(u|w)F(XYH5ytIUzSu
z{Pye{d0&%<T$O${j~#DKqUb1Q@k^3TgDmn$M$~!w{D96)-=H6-3e6#c_^<^*RAMsp
zj%oZTmf-c(jMpNOR^Q&?#uG%Z`;$4c-XUuD<HF3SNA5$M6yh8Dcytp}G1_Mz0w}Aq
zi7L>T*JH5HPyU=>v&E`;Z4o7R;fq*F)DA!QV)h<Oql)sl^2E2W2rq2%AIx<j6vtVf
zEyH4rlz{Sv5g_qBLf*S_ApCFF<%7wpqx)KBlhhTyv-Fzx;{>z6(T1d|FJ>1<3!8@R
zDyt@vnFcH--0=Q@3cH&!fB)=I{etg~$b_YNesqYy0q6V&s{a7$cb3JgqqndvpO!HW
z9<^A1z!Lh%OT2s)L*w)FBSyX2@?($pwC+7Go#x3-7d1{98-f}RUM=-Y^LxZN#RUD5
zP2F9-PP6p_?z<({Rq#f`&KwZ^7Xw42M?&66%{m<-dfryZ8j5Krf-0_^1c9`m#9E(e
zn9QYmO>ERx!-qdp5oq=VydD^=LV-xqng2Q>MQ4H07L3I(zUDa=2{@%ZN;Ae)eL!FY
zsmL*+)GEhb{K=H=vJ)!;nREGzZ&!5)QqUOp&T4EuVrYRKlLxFwAg3;7jTtty%3~qU
zeVd66>a~mXX8s+bUS0gWAEx$AZY1^9*I!Z!b6@S87{<RTQXgdI{>3XQju2(*ZB)Y*
zgWI=63C!!u)?v-iM`O^c1Y}Nwi$>45h~Rct?dOQE!`jo=E0U7UUmK_y@8K+B+oM&X
zl@=FVM~0nA=Y`E@B#Y3|h>pF3yG8_kJ9vU<F)$)_FdR-?xR4Em35@FVjf1Pl&w(|$
zTL-Ph;q-Dh>X7Tnrn%`lS*?6XbZh<@d)GWm-p-Lskr9f*%*+h1!=Eh9-x~D$?^x(3
zA&8gBfjOeX%_;OhfZfx30#c1~;hF{w9%+yUiB+Z-9?z3jHKV->xk7&Ohw8|*<12i?
z@dW%5hTbC23`sq#EZ(%b-l=F%I5du}&Vmi66WB`s1N7OZT)$U(1xqJ*T?6aV4VzvF
zFT|MD8oeY22iQDKUxwcN`rykNzftg#*bs^sp{{(SYL3FN@^xJ1*~2_CS@M=U0^eI$
zetsOnS>?NoANH-H=Wvq$bWgMRSHaE_@zY1_T<y!<o?VmV+Df(EdY!uY21R-}h^kg`
z2jK$HU3>Jly9@t?^But4C!B$$@|qc1`12rt#oS4D-T_6yPHYl`aw476DSJ7|Fq80K
zMYLlUE$3u!eAng0YC2qSU*pbr`7<w$NWMw@%E5jKL<Q9t<+)$J-N*8pPxJ2$^T|Gq
zXw|PcN)P$|eQc9CQ}r}u#O)Pa{67F(#Bck-hwjZ!I{&yITrCaqhS`8VL`2Dkel_-7
zBF8F?k$?f28+SIN2592HOyI58_xA#o-u(HR{xnhm!%HLXWNNzo-0tVm*;tr~DM7Sz
z2@gb7@AGb-Y<3@=9A$iVMv4^Vi2W*x?D-2I@kz=T`AFHMP{8L<-TX0Q7e_zl81!bq
z1(J6D&Ecb*i^VRDx}wVb6PBwYAC{vvELNyoUsJuGNvIRVeqr{6q6vij1>klz`&rbS
zr;g_h6i-@(vZNM2SL%r5-}A51E&FZF=7tH{6o6s?J2W=4>@iPlqQ8Ghx(q~os9EhI
zbHK#@AD`z<jYlPZ&1-u%Lf(7n(tj0mgj%rv_M&3$Llh>u>YER(y4GOQpQvd=4l4^I
zYqLeuv5jLOA(!eW^=9{BR3LV+YF5xMOmVuaX!)+<{79-#hh4Ts4XU}2>e{pth7=#o
zP~AoV0co64vv-BP&OaSM|0Zq-EX1BoQdi#k<~)&_Iw{%y-J@pR+<8T)(Zc~q94t5`
z(ZfuyZdvGlrc$Pdx#A(<a|~NVdMrAQ7{@ob629}4YibKZh=&Mr$$A?n^TaH<d%Mli
z<*|HujI_0s1y&QY$So5X;i5W$>~!=rqH6g2;K8p#FdK>_#)KVb%MQH9<%H-xSu+!i
z_GaXX(S}|ii%6N=&|T*`Ee*>BXi!P`FCgvEtQ@YCQV+W@VORxGCTGvR27f(%S>pI(
zF_pADty*9;iPLh%q%0n;qQLVXYU$1e09L_>qV&#1GoPRnuG_fK>5e*uh&4ik9o8la
zp44Qc)(lG%ixNc`26E8-K5plZ61joE5ns6*KJ_$YQmG_e7);vUDagH&JlfsKUzQ4d
z!P;Za5-+}1Nk!3^;x6jttLwI~;{j>(43)02&pchif+vfzO?j4ZO4oeZMYj!~&yr(o
zx(CWnsS@^@9{Rn^0rV_B^BFo)@xfc?nIgH!rtaG3YuQN7Gswi5db?yZcQpG=4jZ$X
zN1P>WLKOwc0?X{3UnO(zFdPU-bZ0y({ixMZ8N5_k7mJl1|K&2BmR6dyyKw65uP&z<
ze>d4n97+B8OXHZ<TyyQ|r<ID|4!OCuw&)5WLwaZtN>YS-2&<2w{c=}O;+o#`&)%b1
ztN4_;kpO!%+V#!$-!_J2S-VqEL$?Er>7Ntwdu2nAkv^EmJbNk1-px#WM}u`~{VYQr
z_~W!>wl9Aojc4C?vIb)4!+yk3D-i>^jZ`RXEyLLdgSqLEb#TKt%1!{l49T8FkI_<v
zrCb(!Cb7Wj%s{%)!KKeAd`tucoWk^W8>kD34^|lKonwg4ehs72m~^5g4t)wuYCUtz
zUSNscEf3CF5dJ~K7D`s}X^Osm^!$r6g=1ZuzwyunM_Z=8a`zk8GkV6|yMoe<Qs8pk
zrC9X>iCN_ooL8bA{8!CffmrYaz0F3Rybi{t9}h%qM(sjYEGyyWHmNC~9}}MhuHf$H
z<e@aG$^W9B{0Asw9NN1TsQ;nw`}dLlysg~r3We_Cy0(j`Nmzjp@#jV#@I_eScOv~t
zq&>9F!DBhWGbFecEP;#$yS8BC$4FE8d7>nZ$x%{}<+q5oRGSsE=4CevJkb;2JXd`A
zO%zNfL8ncJ0J2200F`~q2t668UE}LH#lOBjw|g4v>viOSwhVZM^f&!eHmr8yc=PCK
zcGn#ZgMBA0yDo}Z(HR*j9vJ0gfgX+X0qRS##pIU}=m&G{6~3aY$4W<1+OKsQ8z3E-
zJ9rOze(I6T{7;{|@d_j<DKl=w7_-SopOt4O*OQn5Jjbg2mhX}Lxg)yDe|XVJOJ>7D
zh{ZkCYP>6?`dbGjK~zO~P(1Di^{;#U-s)8WO|1c5n%wI8mRYIn@1#uMeuG`Zj6B6w
zIDXG?>2d;%wleapT8(?Kv(y{Q-Y989xwuy*+GD$oy!~~O-shi1SS9q{GnM$e@Rsn&
z6GWP4o$TUMJ>XAlIaWm@UMaOWA<sqF`MF1eo?QdZtg|$M)An<CElDT4`b~g|ZWR8>
zO!sg(UW#j$W1W(y=9tF3`yW8w-nC^Ep;Ok&NbHGO;DchS<5lrr5UmEstjD!5Ys%{S
zq|Pmpr3;s8ut;{1zHoSTZ!8YPN?axRJB@^YkE;>7=KH6-YI7e)`Mwz-1bt2G-N^gW
zp=xa0-cn;Pp_4)2T<WxcWa#DdJBKU4f7c+OYc*&J$^PQ!GRz?LVK0>LXITL4I-!^3
zF@!AbYm0`1vdAc%<4Qv;U6+sP6QK2)_Ldb8ze9paeh<c_qUUx6{+`e>c%QR6TBoVe
z(;;e?GFlhj|DZ|zyX#^-hYdqAbDJ1nuibm|2M>QAGRg08hX@U>4GPJC%4@-|;b7G?
z{&Sva3(6xp!HnBiZn@o!dK!q4J#y{jY3*25*ox17eoHDNCsB^h##xhO&_}!`3v0>f
zhsKY(xhS1gJ_YdRp4T4SaNTY=Tp)k>Y0)XWGm7bA&fB%<<kQwb9C($}RBhV;Z<+Qv
z1NLgwQ(f(8YhEi$>RDi-`!Zkkvu9-N`|H+BU1SLE-pkv$3X|)hqQhvnRa?67t^!&c
zdu^y?v5Tt^+zg3Gw8Y>*SOQyaJGhOWb^J?Y=I?dr{1z0WU6!oW&VTzB<n(^43Nxzk
zt*xBBj}22SuW0xtfB>v4Lq=rD%il%JyPfxCJ&seH60SAxs%cH!9?z^{gvR&}om+N{
zc7u^aAB~ego5Kyia&%(s9)8ZOxXrs>ah9n<C7B!>orP_5H|;g~t-|$s)->ux_G%Pq
zQq$JVeRf49PIA4<tU{s7W!dZO<3hOtmQhzlGALahjm0zyxomS$e)OMK&yop%|NXP~
zSS8Zj?4Z5xdG2~|*8#f6ztrvW`uHL5Cb=f1_@uU9EbLFDSVb7NeyABmI1c-&gXwf;
z#{*t-i~Tmsb9m1Gj(Ap>M`mc}qWso3QheQYb=1G~Y^fZ|-uj_A;0D5yB@c)bo4RP;
zo*KFdUi!{tNdjKH@gIS7lG<ysb=!GS0>_x$3A5Cl6k|bgok!0N3#U?E8&y*to2y@(
zcFcYAxAbIMw66;6+$fCUSNa7JQqebP`&dq&5TSGSjV{pc#?%o9?Tb=tQC71Iu+c<q
zfU{9mVdDwU@zjc)R$b?sU@Rhrl8l;Rx}c*Y?JOPClVT8*wJfEdVAV?q-sfs4OfL*5
zy^{F^EY_h-QMz`KPq5gSnfv!31J#jRKz1Ar#c-_nPMdX+e9d&(n$HsGm7L5)TKH|6
z4OB{Se+Og*G4vyxcwbWd*qI{Xu4q4HSo(h9e}ImYMwFLzpu>6H`tsiN_xF}4pY9g?
zw0*=jZO#KpNt?gD?5ZQRb_fiwq~%Xzr?B9Yg7MV=yWS&QGn-Yv(x8Q8W?@3YL}6s-
z*mz(d_O|Wo#9VE-%e<hG56!fG0`}CkbwgIL8(l@Xc}MW|I~rl5HyQ^6{0)MMLzL6m
zSYFBlfXTjuu*opT{?x2lkVxT=XRCaj?J~Rrgnr1RD|P<gV>b_R$*11AZ@*-1b(NS*
zl>QCn_7OEvj*ks1?R*g3Cp;lh7goGarTQTtUg><jarf4j%U}6GyGc6>O`^kjw#%9?
zSm3BhL$mc#R7*@a4~t)EI{&$2Pq~)69>ILu`vi@B|F^GNul+Nnbab<)XECc1p+lU`
z76%XFY{T(!u#SY)Z`9jxQsgfdr~d?OKdT|}F$D9A*xSrxksHX9q0e_zkJL{^(2Ugy
z%0YDtR2asZ!I{6?I$V#BuUiwh1PK;gnm5By9)Th6wq-<$hl)veS5!RR;ez84f4ZI3
zi=s?-B|}BaOezgrE*pu?A0T;>e@*(P>rE8%wj?u5_B*=7XQG%Lj;8|8D-8?J?4G)|
zP1DW_A5_6CE1Lyp^9=pt@qeB)mWXi$c@ET8Olm)N=+7A#aXDW4TI_c6W9V+~4{;|k
zHJ@%M5{u^+H_=*`aAA*$MI;8iSkMn^EI<{>w*}?g;}3Y;r*BulmMd68$@*?Z<j?uY
zb%_%RMEZ4STK<K6`0}C6a;x}B&dsI#U;$5*E#n38(R!V7r%#jP8?7tSv$oBecgbf9
zy*$PK5~FD{&mXim74GtUs#+#+Oq%_qZxrY=$}=JkK9d0(O=igDg5+ClC`Em$?t_Iy
zMJ1W-3nID`Mz79aRJT{F4-<kbe0mc=okxC3$adv~=;}sMDL9~(l49g@RnUj*X;nSV
z_or+gi#=V?1P+Bm<F(7p)}BUhEfXDB<pU$ZNrHYFp*z)hcE*V}Mk0MN>%9;>e+dGU
zFr&{VvprPg@oC}9cyS*oBqKT!<`k(K3(G{EJ^wzEuSi{v=hs76l5ugbemy%_=~{V?
zyN=&X5Up->5xgW)Zb!P5oZMN@x>rnU{4Mur-%0Q7r^2h4nKdczCw5chb;6{`tqR3j
z+l;1n5zwuTbUlOKuh7LJMPEvyXKhQC|160Q+x_k4RlzDoup*ChI&s6hwR6MA#_s>_
zgO+LuFg>&j&Slll%yH@tkP$oxSa@?yGlsHK+!ovEzu|SxYnZywRw2_<6?H9{hI<nj
z7aOundmG%;AwIV#p9)0k&=5lnH1M^B9QR+a3cMLOP^d$l)wC=QkOVL<lohRSgMBXf
zJni+~y#MJRRq}BQQ}Dy##QM^g;?TEzTRu)tVj-&^SEa11!VU73tyl^kOuX3~H~Y}M
zP7g(BlQb3@v?id6P;AHrIIWGLjdc`ENR(c}WBqvqoJ1`^N67*c92Xv8t)Ov|eG`^)
za(9NA;csz_X2*mo&ehmnU};kYZ04Dw*T*nRmt&fZO#Y$SsGE-!hA0*HZu_FDy>7o@
zZipsixSR+6%uvl*o<I|ZW8k?Ph-QI$Y6WY>!Y9(ISd_^656PhRePKl5clVje(slZR
ztWHe9fNi<Vp7@%ku*&l(Pnz3)A3V-AzqKEvl9zaV;5eNA&EB1b-V!u8b5q_bv-Oh6
z)$JH(sjNs80(Ww@pO6qIzCA6uAf)r9x@_LMA|r!-X0E-bRbfFLBwzcsfyZcf-s*LJ
zwoNK(i2FH%ab++m&sg>QaF!WbZTj_HOtNH7#VMDp(*g)a$)@ZqVYjgR<&Vo+y<%Yk
zlMR<{o)4*#A>Tqz>5~`qpn1sX(EeeDFJ;9zCT>zc&vFQ<%>elipbzfd8*oD%CN|jC
zy->o*qD3SXwFQD0h&E>1KyG(@m$T;Dt%va8WNylei#OuAe0@!NoflDo7BU5rL{8u9
z=cTSEzEM9wDh&3N%8vF$wI*IUL?`ykSnGRvQ1=ORp{8~Thw@<(qJJo(^p>GFo+@!6
zIyY_&k=+QPOi0I4QPkFiy@cT=rZHI+9xLV*8KZj&G%J!XM?e7Fe(dd*cD}WB;G^w|
zyJXY5w^USW#|z^u9IQ9HII1sAmHr$o^?2k!vDE~K!-jTg3i|O9UR21pQWAu{Ov#FS
z?RMt^H(eTHcjhPX$RUsFt8JtN-H*DsGfE|NBa~l>9xJ@~u>5K@_$OC-F_p(Gp8Y7G
z2-yXv7e5w}^p<K~pY=D9hqloC=IEjz)!ud!;IZa53us~QAe+ax$A6*SFg#ma`2b4)
zFdiL5Nhe57031R(eu<aXa;FlkVMh5`f;o*1Ku6jm5o4E60!t7|%JS~Y2nl|-rzvyK
zOlq6fgVCJx`Yr6O%-=XxUhouCP&8|4bE#FAa#8{-lRr<Q74|9S%*3M%0sNq1EJIa|
zwuse@f3{~4mwP|nQqS%#*Q5J<t*4;8H7Msi;IO9|6pt2{=wd3Ns|@@;vEVf7&ewS2
zkJ$o{YXR&I+CBXm|9*tCB_<GcMFj~ZfEDvY7bCst@qU(Rd{WeiL^w>}q(sFfbck#m
z`63Ix)ZiS|o%7B#t_)Z_(&Dfek~VQP(DSJETrR(EBzf4+ax+Z*M(DDb^XXxpaQ03w
z-&G7}xf!xKm|a>d45=deDebimgH_KD&4jHxBNWn4EYvW$S6Y2jyi88o(zo+1f?L~H
z-1HwCrd3i8)7wOLffu%kY@^S@dQM->3WRU`Y`6KbFN}kA;R`!nx~(<8)aqz_{>Xbc
zx=>Vr?X$1ii}y<;l*8>gIv>VM(_EG{50(35lhGWkZ^hv;#9gsrGx3|N6;i-caJCDr
zc!iZjM-2n*ZlWq4R%hGsn6N^nblnCW%Mv!MG))pKvPhEXW^qOf8Tu5+3D8?&rqc22
z+u-Yny+1Whm5ZN{Rl9QKV?H1^SIt-9%O3Z(kXSek2yCDcG@R}H`(>|hZ<J)*>>+>c
zwOQ8GLmIUc1kLxnSt6;*b4Jo*E@=PdxY>Tn=Qx)6BQQ!Xq4WJ!X|)%kIIkyQ+`(m_
zK)v^sXECvU+Mi&vzH+bAr)CF2<y!Yl_G>p7I~}5|1L65W<X~jHk%NXD+4`&h4hM51
zU`xg|Yr&mK+Yi&ck-tRsq17>}e4S!$XPU*8im%NB6%>2%QXna<!S!n9Bs-u9Y>*pt
zYNaU{o)<9PD>%}5h!PsDzG?J6VEYY@$-B!RZ;&;zca?}@P>RM;jcYS?e}wWQ^&xR3
z{W1HZeI~Zc^-i8X;)ueu5Ykzdo#jglDLRy|UJv26N%gf|0&bQmCJaTkf|L?~@k3#M
z+x3KNHjwsA1@}|PmNdW05W3!Hn2T8JTIm{WO$Xdq!1sKat%cfZJ_M^;*xm$?g8~=G
zG6v;(a^wc`)0OV2*xA_nwrM|?h-dw(G@XE|lUj&Ldex>_CPxHIE#Uu6MF80mv1nOr
zil48QL<qC9VTdAX5B@NTgkLwqlW<nNSy&m>s?j>7si2}L8NtpUn!01T?DST##oa6(
zPpNxwrg6UKBDriT;LydQEJ1sP6bsLnRQtoTa2*^~Ypo<x>r(A>nM@<1!9d4dT1_<I
zKS0Rv=vL8?fuhRP_#gY@$x^q##Qy*-Jr7Kq)~ytRLd=MPV!cbME}n*j`^GAHkH%t0
zet%h9eOjObbi;Q#!mf4p5&{u_X@*Sq_haDj)x*c#i%3AhqH$*@FRgs-U{>{Qlni-;
zs1Gm$BtelNq?_(j?5s>uR(E5m$_+ZcVO)(qLPtz{oE$6=Pgu>deHfgn>ty^xFhumt
zmS#MWE@M}bZUSc2rErJ^j+Af@2i5-0_H{9-D$AQ{0x2xt>Rqg6VNPIT_0R9s=FvY7
zQng;+c{%4Ecv)QBJ#dlW)G<wxeEX7cmw$6=W#=yc%?|23q^G_92h?+jGzWUk$5^x{
z?Wg!U_)#b!v!CN@QE7W&Q7Lba+t0YGJoZ_`v(laa0FQ39H%}?OnwpICG?i6Rv#l6u
zc=qU<RK#rE+lrArH;JPL;R+*+Sf31YUdTLei6kR@9M#V#Q!ATu`3q>#14d@!oSXaN
zO3or2|1fs<HPa8sG@k#A3@RGdQyqKMHIrBx7$y9<x95d*+viXm(W-c-_v*k{JAd6z
zbvi;_au=CC-12G3C)<C9AZPa6xXh>_a^{MlcGG;6=gVWyg91KiVN%B1(4Y==@l?p0
zOZi_e-7_%7AH|j_AxjM+C(TNvXDROVNsKz+<D$S)+`Gqpw4EOa^%b^hK4(LR1P+r$
zlVy$jo1v?CtuQ=2qR6IHRPSMR>mg?NV)BOe%yIkX8~)7*v5o%l)q-@(1E#ssB1Pmu
z=ypRd(Z~d^2=}d(le5)<XD+?tD?Es*&B8Nqh?=hqZ^n6YI4ljQ;GE9}Ew;^$+9x6U
zA3cngL8ux_*OtTsEWL$8`K_pNF+0@^!=G$SFA>!oCd9^MAED(tk^ceOxOO2^?udr}
zF?1e|P`_~;KP#h%3)xwRJ6kr1v+mA5XOGCp$zDYivbS?*l<m&l+1aG*T@q)HY*{Ii
zO7;8sAD-{?Jm2T@e!pI);<=9^U$@TcAM-76Y|RQ;f<wcBdkwjNR={canKXL5LPFjy
zh^pXv<G9~om{I2Xr@`%Mub|&=JU^oUeKIO{y0P8xlY}-Nl3|KuOv)=G?JgU)?oLk;
zING_RCmaL7q7ivbbt6yI*7$@p%@(==>s_+3fvx7{+Z?>#_o}@M{HF=mg-M_pP@<K2
zu2Hfv9fz{fLnisaf8vWw#LMZ$6J6W={hvW63Bl8Nxi;W*ya|&z58c3(ltyC%D?q9C
z3ywPI&;G4t?kU@?Mzt2dvMn*+(Q&kOx14+VZAovqFS-?ERmU*7Ra-A_k`K>VnowoO
zcI|B#+dB?z4X5~-I)(TJFMPQBc)pcx+$veWL-=j`3>d3!jGNk)hbZJfRe~0QD&rEI
ze>_4gnft$I3I|tRZ9DSo{-byoMjmde3R<Z(d9kU0ZgClB9*s*n7HV4!X>2XF&Egz;
z>CvZaM)LcJsAy3+y1Mfqm3K4$-0_9S?YycTDayw$h)^P%<#t_>dHfYRlXKBr`_P~R
z<Fa2f;$?=hTb-%Xjw~uWsudfnlh2xJRc<_s|K>bmLkY+bF&x}GU`AI(6fJT>`${5k
zV+I%fxMp|u&uAH`b8n;14&jN<7CxY_R{AyOrA?PN7MCacTzP_5PsyWp#jEDcWP^;X
z{mu|zvm`K`7_;__)Wfpd0w<*v=hc?UJs~a<`@Q2O{5>|luevYC_M(4l`3PG|g!Sa#
z;$qTQGhZ%uw|AInKf<LUC30&uaGVdMYJR74{_gU5Sy$kv66B=fuWtQ4HMZvLKS0Q`
z3AFBAxN(2R09QQ8ZlZ*CdAKzAibwUBk>_!@Z=2A^PZcZGEtGL^PzAL}&a}Ka4w8=>
zz#PWw8(H3(V;_{IeM?+~3OtL=@Cr&e*>-G`P(Ys*yRWhx&cAcS%}W;8kil3)5aBR;
zwLqBG>znTT5h}a^f-hqVxm02F_H5C#H_U9Y{>s|kCWq4gx@p_rjd4X>Xra>BK4hO;
zu_dNO9yM;oT-&&hw5^7kZ!64#@6{4Xr##L|gBmIp1H9gtqEIy(=>8{k+f-kFZyRS{
zh9{-DZxVBfAF$@kUIh_(y%L4jRy7yi{Avn(BQ!?Xe&(byT3L41#!?`*Q~#kZ-=}#s
z_QbU++_j}%Fkz}RE_-02RLjfQ5REC%MbNKWYXh!3X1qMwfAUSWBkD)+DRo=9Rd1L%
zNy0h)mwA~<m8OosSEk?}!8-5>Aly2_H$#jW_v1m(W%$crx63c0ak7=NY0hR!P{3ac
zPx=o~{XU#dI}0TM2Rw_5HhW@Fr49*0qkD}Mj}-gO*`Ik%d-+nMK-!{I`8g_Lr)f92
zs-ip|#u6mRQ0+04dk+ueq`l%GeMg8%>EnXee)~Q`7wWAfF};v#=nK+tJdpQTEgJeV
zD;If@g6QhopGCmUZEmC_KN2g?#l^Nc0k9&H7UHz)g6@A_wf_uxU9EC>@wFCOEGZjQ
zm*-S-SE%s}x?5ybb931t$+Sf;N9BjNW%_fkxP;%#f)A33z9*TvoXvM1v`J~G$4#1M
z{uWrqPhU26sh?+;m-PjvNmOf4N6-u;SD|UQe3328Jv7^d_vO9{DmD^@A%bLAAq6Tx
zQGBxcr#&~)@C)UtWQr0HhsTnc=$M$`U~{lF0}>_}@5dlA7k@_?x;kYZ-_dG-1>5q&
z=lQNZebryEkuaC+|MU4yyn+bheYJKwl0w!ZFOtp~M~&ZTTr@zeVE0d8;%a?CNZx%7
zG#%Jt=6S1W1VH8N?u|Ks&*KGGeP4n-H5KPgS{hbi>2Gq8--=E3!B@V*iWF0`18@6F
znqKFz|1MF(-%8Uy!hhpD<8RNMAQ(-w6=^S<F<Dj`<|U~78*nebxuF~bgdw15_ot9S
z71@OuoYxvwv$1JDrt_cg(0_2v9M8lhCFkg8Ilv@SDpvv<wZ1=sdwBEGU^`o{M6lKz
zrLQ(1jJXygNB9Qri*lJKsQ_8BWONq)1KcVWugzH#?{f+Q$s9%u|C{D{4=J%vRo|?e
zg)n!$`<eF6!#id9^VejCD3I<#$d(J<g-Q^u#iJ(a3yO2->S{uxy=a93j(*>FnxgN#
zJW4zqs;#v_`hDdQn4rhLngXln_HbQO{7ATGnU_g{cI2ISX}PKThn4Jw`^@EhSbgm!
zSemwY{f#S^29hUZV0+7BsyIBWvRV%!dH(x|IDC|QGyidC9%tSqUn7YULjzkBzFw!^
zN&`V(h2BRpM;A0uMp%983ksE4f~scWhJSh4ML<*x8H*t?MN>2`;&*8#snXmMGX4X6
z&Ab08DFo)xUL6Rb@`9pj+|21!X_*rMKixFGiF+6s2Ovs(C14a(i};G5e<7bAeVw82
zPxyy!=_<sX%KE@5u+-&b=r<0*p%!;#`VvocvWmv<nRUUf0SB*ECFlR#(b_yncGm-F
zZNj^3m&Q4ACayPr$&NaC`@NxJtl)1+=h_o#ixi`MB0|E`=!S^;;u4QhI?R;_bu>z^
zhx^Vh`wo^_t>6Ef-_|YWOPZx?3+_<PruH>8ezs(s>5IO-ErZN=n9NNmWC-`;OR%4)
z$tD%c?Em|=w_Z8ur+eeq_5<}zxNX=S7X0?mXLFExh{GWTY0V%4&1Dp1#i(p_`**i2
z^&V9yTaJ>J=Nx+VT1i<#AIsEt9*OBkgmA;);#{oOWv#rL8gk1tu64UQHNVjcrj>Hb
zB7bg2y-?1S?Km>tJ$i~`d8SZyXBS#uZsjY+`(>I#&mnv5wUre(kB?9rfc+Isg!0+Z
z$*5Wlo?1vW-C(61nZ)BoYhAJsUqfOUwB9hxhw*;Xwl-X1)Y+w%tNCYl;<>s_sJD50
zEO~#R%qG0#u@#5@{qE2i+lr68FRGM;6<(r$eQ4XMyW0lBQWHShTVoj!+84Tqrf$oH
z#2v#sK7P&=l4)P~kebOu;R;S;b%K`WXXKi-A56Z=RJk341X^v^wq<RgvYJKHDBqlU
zcDWujZM4J;RjEGtW07%ro{=6UOuZeH)^|Xo=o$z0jhNdlLcm-0?1e1jQaqP$?^Lek
zTR@r=IvviO{OGV$y^Ynyi~)CY6&4F_%vuje{0JDsFd{zYacqMD9+HTJ3QPp{>&yC|
z#4SS^E{8|m%2K=@vpjYZ)lOL0hfcPvs}@%B$Xu(q?b0zUdnu3!CYC~Y9M$e`V<ld&
ze7b8U?_@rn?cG)cr2~6k4&2aLE0z*IBtFnpQ(#~r3&iY*^=tJzgzw+ctHJ$IdCz8-
zJIQ%DxN+~Em{6xS4tpn#eTTl_S750b$Oj?P3~S!(6l*{FybyM7HT2#}wVV*vSo;G!
z@1eF5I0szvE!UQGND*qr8)K{i)H^a@dFS`KpIx!-Ewaj%m?0pX?U);|sMUVv793T*
z3M4^{y{*1!{UdAsu6TuL^z}ZnHf}Rl@=6xggUPwy1Rxzw2=(fyvM<c~gzBi8M+12E
z50aYFr$92}O#Mhnq#40(G7o!^nUK4pbI5A3BYL+`1jcALdJ?$y0JA*M`p0_G^;E1N
zXkm`Ibj8_mDeMo?nxrCf{SB0?Jn5v|HDH&uGW9i3U~>Fn6qAIPtnCN9YRKp0=pq&z
zH4|><H4gM77Q-<~gP~t<yAiMhuFf|x@~5|R1QWS0J$%VRkgL!s6b5rGUQCA~k*0gk
z@kk`5bTL?4T-98p%#5&eEr%^ybM2euhFi(Ez3-`Qd75R7zLnl`;_B0qRm+czq=y3`
zSxFq-Xg^UkpdHIlAZ5TZf**-m?BP?PE?!LhYpo%;MIr<V1efj;`HjT+Q`};*V29MX
zq(e`3JV$BFJXrjeoI>y?-pGW<#)#_XI5d>$RY}5b>7S?foK<*TTam!RVciYU-slIo
zV;?s)^KG4pHJJJ}a;ot`ZN}*bDhdVmZ8cq~<u3DNX;$=<Xn!bTB#*7<Mj}#scIwS2
zBM&FCmPNSk&$A%T>&jla_MTRAY}P9Xlgq(<(v-&&6d3Hmp{mXo*zFmC;7#H?WobVV
zX>4ge0a71ERM;{>`*H}P0z{IUKuLnezd+gI+o;3GK4eDef4^Kxp3t(>xntxwzPPRI
zy;5CDX(3aU(^YOU-lpZ=e|nznnQYjtqu>HzIk997PxU9(L1Kdyq`e1$+g1Y77O7fM
zGR@!|=ac&%GPSdLY>BYYS38OWv+GG8q+iuCgpjqq^4%>~)|z|#5AtjLb|IUl(qd#&
zEu3h1Ujt6GA~)IjMXDMP7J$YIpBUt5J;t2sZ*|B)EKH*h4v?Yj=@<TOPBGTR#_Z&e
zs~HFIz80ZL<QtIa-z`$Sn;=cAYLe_@^B|+@Ahnv#j}{PJc;L>|Z4727RxvGord8v7
z^Zjd`!}G?K+6_n9w7?0Ts{Mb=W&;wR`Tjg&t@N$(lR%pUn_5m;y)r}Q{RdzeP9YFc
zt56;!^)l1p<40bqiC2t1myy5RWzW5sIlrdfy+D$_v$%rx_KF91bQP3uB@NA(-TEiE
zjMzlhHGjPSD>dvkgJbe&0^AOkDiE0nK1%416Ra#DVF^aand87fEv85V=STO%eXDTW
zc6oN~x@WGa0*i22NI75CSeO*9jKQ~kAEned?d8g#D=oxaN}Enis?B6#Z}m{<jOArc
z1fmMAx3<Z#E78gIhN8twuWJ8_DVBD_Id-<yJ~X98xP4K`Ein7yHpBo;;`M70flcf#
z-}%Ak|KmwxQSsqv-JRZc73TF!)lVUt6l}VR`KAZV4*H4lI2VH_=rh?Nuvr8|wCeb#
zqhEKba>7CN{=Ru4^;F)f{Sp(S1e}?}gK4asIu;t8#X!69On*mF{rM%L&?|uW35|dw
zO;xz5z=DNnYaqiA)YOpU&SqmykoEDUe^KnkMeCH8JUO6>xvfqk*a4@kN19skg-C1a
zzJJYs9V|49trsN2LnR_5=S(720}+H;JSU3D@sZ_(yB|Z}OPFBv(;azA(aETjBjwHh
z;OCPq!e>m3rw3^Mm1FrtMnfp!Gs3GCM>-Ri-lY?OVi27XS>C)O1Xdj;rW-*btMvC^
zH(TYwcU{&3)y(43ngGvlU<cFoZWGS31vKw0LEGLRFj2YGR@QNa-pm4=PzEJlr2OeG
zY1h+^k7s3Px5Svv)%+gGh~2EErq(t^%tmcQDB|#<5B}&y?9zCzZ0SSh2u@PV4QK<L
z#kCRlVf0LXI=6^X6`I)6xgbG_E7jP(tS7T74{SO0=VP2)o4`NjLw$x=K#iv)UxY8V
zy%CtH<SM~rO&yF0{D^&Dn_$fpV`qVpLWG#Sd-*BqH=p#wvhy2QHk=^0Ff_S?UwAQj
zTq`KCzgsB0Xu~G|TF?hvGb3*9p6_iLZp%~)X^n_n0d$_E3Wv@oRo%1&TjS6n_ZbiM
z(m{D*iG>+Z<Vb0IOZJsR|KFAkjsE%+3FZF)Damubuk<P%Y#vA*rGCkL(i5hW9ljLy
zLX!1?QPajN8V)<FQNKE(auNJ5W(Il#r=Q51+4OpFsaWV2P1sNG7U`wqKG{?U$VH8#
zX7w(#6on4Cy0L9M@E&hxvo(LR*54`ZeWoO1+fv2vDm%TVn@zo2itudX<b7vVpKjej
z*r;o=YVERGzUd43y&bx|WnT-xDR(+qLqJp2m$vo7!^(nFe)kK-9|N&VMu>&LAN-(C
zX%|*Ux7zrLKXQhi-2F5eX1OreR41-iw;Zro$z5}F7p)q6=Bw0S1qNeNI=wSKeCxz1
zOcfKs<T7`w+qNqpSA5`8V()8^j(#7>`%~cJTiIc7@jYrI*sYcIEja?}(M-|WAB|?T
zQM|G0eBj)Z@&zeUy+E<r?akeulC-xvCmJPhl_Kw)JSDzo8kY8bUH;nkjan4ivBumR
zow_>_k!)4dPr3}>-`p|`A~IcVq6iyijqy=Ros`^u)c@_!688NPb+TIY!#|jMi5Qf!
zxGjQOBE(Jk+P{Bo+4-WqI#yHvqhCbG7Wjq!YtC!|Ud2RVA<C!}*xuf~&Gh&*0hDP<
zSV9q<*%zI(K*A*mR}TyF_YwJ}WT3nxNV;L!b8^wV+!`Otjw$?_TQc?pbHeaC>thjT
zWS9r%B`f=z2(7ozSX#5te*jVZub3^+khU$0wB-5Y(~|qn13w?IAGPsRZ9<z;f1p~1
z9;!Zj(7qJnXc;%9GSHqJhAV8LgmSo!iI@{Ul9iGXoRdf-;znNOQPH#O>zV@b?Cc}{
zNgUJ72OH(&@Z2SdKSs53_oT$X@z1kFf20x>^@uBUO4R(fq@}y;eDiRhsHn;QGx!_t
zhfQen{nd{+{W1%Cl^b6j{>{v7KH>BH(#|GqZ1iu`6hDLg7Ub|4L-D*9&enhUyDsX5
z^WDN7ap~|>&wB#w9rK%^7mc`gRs4V6$yi#(?Vko5E%D@xzaAr47B_!%9rsYsH>f~8
zt((zu-wc?#SHwx9bnN*vux3@M%Hxeu*?8@2HSlGkG2T+BL%mGPk_hEW<&KlyEwpAz
zLZE<gI6jbQGD``A(vrYdyDy|$rYcbOswcDB!HfL&^1}~Nwo0Ufmqt%Z(MjPyvv(U7
zi!=6@jr^|UwcB$L_n4l!3^%RhY--+kb?5bw|AU`1p|-W_j^V2+gAXnH9MQAOp6PY0
zN8#&;_1ZE?_o)=c*3E}zk$Ji%Wm;j!-k+=6<CP47YwW3|=!O{+&{Z#2e`*|^7Q_j?
z3;c$R{bOY5f)@p;CHLJbe9KZd@+f^5zFnf&AwQ9-K5KMBZaZsxe-$|ExtTUT#mh!+
zO+O7X_e(s0>)z{%hd;MXl%C_&7pSmAEZMI~t=>CjQ9?l#)w|%#nhus$T*&)zwW=UV
zS<o9^R&5O|2`mDq9qBwyxY~xBQP)2m>qLEVL6O>8v^xGx9777dt(rKJrV6mmh3|TK
z_ydzzhM7k)?d;sO1LvGlrH96T7S{z&Tu=Hei@F(p@?$f{u#O_`c<K2dTJPFFqKj%j
z^$6N2ux~8|rM!RcV>zhKj~yUk1S$;uOq4=xO1$kKfBAfH5!~B;?5S~g5d7lOA+@1+
zy=~y)()}GURwW>$19SdkV#TZ$hTD0JnP%;eRO_^{j#CyuPEJ-;nbO(ywG-L!RY3_=
z={qK}S0lXd0{g#|wFt>#oAI3^$U^0ib}VTNL1lmcy7b|A9CA|_KWz+yBKb}zsKu~p
z5|Fx+xo3no+U)v!$Sf+fVj|R3QiK<f-r6JZ+`s>8I616{)6%TlI3~#KhiB+`L=hq|
zMKeluJOgGyhPjq?<`Q4{^FK$^^H(SicyJh04tWUKckMQ*h136mL>akpgL`!)AiX0r
zZhK@ogE*7nQcYs^_p@QHt>*>s=ANXOGRpGHU%t)jl4hkJLSjswi&^%>VGT1jfA@;4
z1U4kHZg4b!1L>IP=|lrug?oMwQJwF2qUa*7v<Y`}(3>MEEhA;koApA2tT!qp&6l)c
zS~_Z)(pL7lCzd=W2DTZuw}*7Ayp;(+Z9UI1uH{1@mSvN_J^08J6<mjs;2Ub|FmmcR
zR6Pb4gz~i1+Hw}2{mRIcw*fk&(@A7*x98nF8qJvMi+c}4WI?`ZiS$2qkRWYXeOF{|
z-{<n0nUO~%76$;AB%E|><GY$K;WVW<5)GD195}7GZ4^_vXqg}ySLR2HA0X>Az^Jv~
zxzNxSz2Yrs=u1fP)glJh4(uT$vYPQy`1R{~liypT&G)OqaCiwJ_jGLWm0y+{r~O6W
zo~~L!LJhjT=l1+$=%|JynNg5D$>61+90xMIT8Ua(jae_qIJ|i1l9fLaB^oEj7xbEY
zYc6?0--N8<O<8UG6&0+VeW*|_<0NC!Nq*mH=fLL2bRS38oCjb;{ReP+ct7s#Ndm#l
z3yD5ce(4}HoWnc-^409SG%Y!ppI?5<V=qHn(%5U6kY?tAbBRYp&!4i*EL2tt{}euL
zs2T!w;Urys!c(ER&J`#yk#p(IJaWm`b?2&I5?!06hg-wp-%uOR_UDcU@li8Q>e$NB
ztNcp@y7F=$o}&--DtlCa1j&+rLbcJ<cbqmFdeNVsn?4wX+*!FfI2UQv@xVAwxxioH
zY(bicpY|R858$mesKw9U3KZ(K^^{7yl_$-j7r4$hWU3u}bFf}Umfq)eVwO)Z{e=lC
zm7`6qf_gJI<#sw@$SIp=vvSrp-HfQbScLtDha1Ir%iX**!hPXfYmhjb&9!0DcriT#
z*SW(oz-qAO7Kl;L;F3)3#}VZHU?yTJMMbl@u`E_a$uyB!Pj3k*w{u9VJZLvjp<Qo2
zdZlw|5OFQVAb>!ire#3{4FsgO8baO1X8*Iutq@8cR736M@#Viv^`L=hPim(>daL>I
zaq@+w7vJ-o_X6;bY8F8{Z}!4czgOG;u9U&?%zGbKJ4nA_DW`BV>dkq5SI6m44f94V
z$ljs)yq$X@z;-ih_Vx1HuP-5zo!t*Vg$>R`*{s-Oi6u|pK(U>V3fnm99la&l8}?06
z1;WVaQ$7o=mukstme`xqm}kwi(%rU}6RrjoM(H4L2%RXdb8%+*3&+WZ;Ln(^;+}SV
zFLwsRRudtGGxcLnU99d8alkiTa&+<+*%r<lv1lD!lN)mb>4SZx%kUEHpLsu3QpvP*
z$S50QJlS*Jz8K{XzyG>>T@{eIPy@I-<#H{Y#PZo1-(Ff81|ACtY~?7jQ~Lz){Yk|b
zsK7wUS|VtNli<=|Ll-_DYF5N6Tq#=Pz`ttfZT}rhOB2uH)25O@=_c-kJO$%;4dSSA
zNHZUhrg+c8VzP7}b=5-~pZNH3$nKNu;-`kPbrOEB{6=0|nUMQ~URo-@Gh|;n%SBJe
zJz7pkG;hTuWVx$uu;*6P`}~F?HxnVO))nREjAF74Ij-aP;cr#xYFl%PhLMXmxUnsl
zy;`gzX}HTbki_${sjjuMLBO7kL=DjLY{s#oF!M+jIn#akkbKTCzZZOh{pr_HLH|i0
z5WYk{&xm+Ld*WvhZC<1Lak;f-@53LM2#D!2^#zCD;lLh-G5=Z`L=*}F?S}4MmX;Y|
zTHc1C%F6rAf&e4Y`Oj+H*?}6op{;HGW7--y%IXtw2GddTwLFE~Vx)U8?<dZa^F6ws
z`@|Ho<fuKQr2Unz0Pe#>sYHwr?nRD45!@0A!dha6Fv)wlI5Fdp@Bhv&lUF`eX`NHW
z>2GNk8&##J>guGKGcQ`ao#(kEwC#tVbzx(vdbu_a{1Z46?JdhF65y){$^?$OJg`jv
zeJ_`g*Bt|T04LzPu#da%&BbT6Uz@JzIfl<iKiauI=i_3|J@g*{7!)?|qr5~<QvDsc
zBBQy;gu?zpEVq7T)KQ1VnC_Wdz-htd?6uM2ME*B#3Y-rU1`NM7kC=d{^sadtfu~8;
zS{G^3giU+O^!`4Ru}#Hg6)e%#?p(CFUMY`7;YN+$Qp_E@aOtk}7D1n@?)F!jG`qum
zs9S!ny&M()V0qRPn_nfWymxgu+*?RGCp|?}>Kb)K+3ZWfYvC#4(O*<sXDUXS`CH8)
zcC_)#vkZp-dthPOT2@65aGz=@=#f^%{U8?gkfo@Y&-DB+!iVMJ2xdZRLX9|V+Vh+*
zoABO)S`iU(k^AuUVeC-pgsbL6-j3;-d28akf4Z(b_bO@29TSqlp)d+NCp&Z!Usxog
zT#A<##UMCiF^}$i;Mbh@FIg=MECksG#*kxSODGT4=2#s{W$_f%nC;z=uhI%-*+R@}
za|;xF`}&fqZqig=#<RYIv}&!-OrN4N)N^qaBi5yle#8d18tA$)^6nmU5dC`q`FuT;
zqxCL^-=j2y$^7=_pn^XiJ{8}Rlr6}#UGCV4!m;#kw|xGj1a5wTx+vdm`VZjir1?f4
zSXz|^|MRBfhIz){HuI|585L`XhOv8|e4a&Uis;u79H@o=VXwe>J9Or2FRduwrS;kO
zQ&js}0cNVSbv2Mqa80p%QTzCd3IX7DA3(!J@0y{(Xi;o_gNM1=#a)+y3BZPFWxUpI
z@F~z(qKHC}j5Bf-EusWNSn#y?TR-qunE{mLcyB?`c~KA8BI7$xrEe1Zp$&rQrNsh3
z^cbqFWVIbpIH5yfrM4d?g|ZY%r0e>45!!#ATXSC7LtuFk!L7j9(hOqx^<mg2J}Yhn
z-3S5b0D~Z3jumN7Y|pY&zvLFgftY;UU8g&Qka_%~1c<rmzTE=j-g$07+;2baqyCKu
zfBK>pYNfe*M%l5Zalh_8jQS%dWW*>cMUrq~y&`95aqJ&!FpTKdQfK_)#sX@aZto{U
zZ0Y$07AW7j7;Vjr@n0_Yk}2iz$!~xXFqgH03f=ZKkyqo+E_a@=4Lvb>_KSt~{<F>V
zxuRFebn25qjOW1l-d;6s!Pe>0qSmwYLxz_aS;jeM`;dQc-`euz+CRS5?&971u8*Lo
zLz@oq1<gG8b9ZITV6kv$w_0(*pDroDgEG!wnW4r(=<4I82YJi)XRxP5hf3E&)6%|v
zK1rG1{%iJQW%}L1jFQ7F{vdphf^dDRarQgZz%fC*VZ|c>lrP(uyTDAVNEDDEfqZGn
zJ1ch1;?w3;OJOFdu6BP2+aiym+GGg2t>l{b9S^g}Gx_ym`r}Wmx$_)I?{wh~1sNpy
zSS%i#$15(w5RH@Qu}K0z(=!~Bv)s9ugbiXDRMVtz5+DdfCl<wIDGD;b#`>BKM5WEm
z6H5yZGRE$^dicai5CZ!m@dUUad;2OC5@Q)3USKQe9;>=ZW*Ta=h*g2jq@Sz9X|rQm
zUtz+&Z`eFuzw|CeS_XS#@_Si}s*(GX{H_une!aCz-y>=sS!0EyG_|qj8&gaA!>k0d
z{aA9!NbFX$4ab)Bt5>oT`ban}Hd9T9rP?h{ZgYaqC+(1qmViLOqsxJ$G1!%XWOLdt
zj4IjU$Sp9!mky3VA#q?KeK;bCP6sl^6s^nzhRcIQj00!V(B~N!MI#?vV&$|{nRpLt
z+gI8|$<I11<D!FZ6sZTleU+{rV2b#=96Ik?eyJ}ZxDGqPdl9ku9+2-~A=w({q3c;s
zpVMQuJ2yf&0JA#GLPE^DrRvBlu!%8IQXvLDy8cQ~`;vwzbjB%=|45e~@L4ZXr8fzs
zS8^O9QxhA=?Ar2tzIItg)-h+hd0n;FoR;lt=Tu|9U%BdGd?t81bODLL;=<@Zd9*wb
z!l$=OF)~r<{Xz?(k*B56+7|T3tc(j1h!HjVGR;U3qt*@|4+gmopdqTq_~c-7(l|nC
zLejF>8FrpNH@TAg^MKr|e($v8!!wyDtYG7=1w?MV5R<r36_;0b$JCb)iS!I0d}76n
zhx`?aB!IWd=p>jRj6Ss<-VEn4)0gNffzOimxaSyH$XGaU*^DUAG%KnPe%?5@JQcRY
z#m#$-g$@t$VnLu=9n43<MH^b&eYYF2WSO*c-#DU%^nj0cSV_%2;s@P#I=vz#Q?lm=
z&6_Dj6w|0l(~xND+tWf|08M6sAr!s_6{&`WZdYo!(}9de16^`rr@`Z?dyQXnn`Q>S
z6}#)*`XWi^@btu+HSux-EH`K0@*Mg}*_d4uL9)jNWSP-p-uTlMJ+R5IsdqNKCx>AV
zPVdVITXqZJ-rKG3Kh-#j)eF8d{c9xYVpYxy^3;?zgq}g<{1lkC%8MSqtbw>itA~4-
zimnlkntD96roVW21xng+J9t|TA_T8}4%hb<{rx6qGHi`&NJ+I;M6GwlyB83L_hVtv
zv4dL0QlH4lz0GdYG1&s30tnSi5Zdbd=?(0x+N!snaId9r{MivVaoc0_YQ5H<KlOC?
z^s*lNK$|vi5!tBNR6YJUo*HRZkTCt0$}Hb;`APn#4Ab_52Rc5DMI#0|1Vb1-#2L}c
zWucy;qqWA^v&O2X%B7XB_UD=5+rO%EP!3ia={b>D>Nve)p~+H)*{PEy1`&FPJqy8j
zAtF6gt@ry$$r~c=V%V^lLlAT-!9mi3HcK5O_@#xEg%uLqs=Wk8xo3B*FK;U)`Z=FN
zz@bZ3N>@slG+NXtGloXnDaLxz3lr1kf0D9x-+M41%-@l-Hfx7poV;sJWaY{8hKFmJ
zH7O1RSDafQ@{wcOeV?2;6ASMka%Zum5@}}q-sWQtwdPF;q<2Qo-!kUkK0he^lEx!I
z49!={#zK~P9y?Zc0xiF45Dnai;&5<N*CGh`?^+h4FkK7p%iet2<jEE!63Py&aH*gV
zloK3H)!{jryOI6c5YzUTJh6o7YdQFO^i==khj2l?<4yXPflhf!VeLmeIZh~hJ%i7a
zWx{s8p6NTV%nK#a*5=Og7`n;z0BIvML0JK{KUMj)#>LfyecvVkg9APS3;Jr-de2Gu
z+`9hf_*J=S7~S~0RO*R5F}>8PY@1|dg7=(#l}rgWNQ)PlA66^9J>bn21f6$<U{6Q9
zH8LQ8+HJKo?7H}hb`Lb@5r8G`_m}cVqD4O=251eSvKz4Hq%04xMKplB=5Ck)*GJ52
zRgQIRttG3JffX1~6)XwKAVZ$}aD{)wq)Xkjch2Gqz4W(fuN8sRjo_aH;%Xn1=j!xq
zu)+l#lI(_}2HCThxNM<KUjaus)0#A<)(vqW1d;;8mU560;_d_yh`1^sRQ$PI()X|I
z$2gg=pBVw9kL((w;wzY+`yzt5=7z_V^{Xz1Z0~X|lk~*8-3fV>?>)KeoDO;~@&l8;
zP*>VXOhddr{EfB`T2fm;=3a%XF%!<>RfZXJ=D-qY31hFCoUH*5#0l@jSfKq_?!f^d
zypi92+4)k6PGHbhd0-UyFmQpTo$&Xsw<Me=B-%ku8)5kcPa9XJ$_N0c{!Y{#M_hAP
zB{Cs3(@j*%p8$$XJe*EOKk;AD5j=R)JiU%Sy^YVXRmnWad`_CGf8ukEH7JahEqi$l
zbG^s6H?#QATo(_Eq{S<rATI)Y1c~ov*{@d6UU_=(Y!js2T1+#)$mI#m7Si?(oE@)i
zWU|64A83;iy^IdAT2%i5f&!FCvQ2L*a#QXtyEHbmkP5ReYKzY<-ly?pF#8kE1+0Jm
z`OP5KV4wm1-d^6uLx)%<Uq!;jBa8HV9u3XYtoO8MU;D+7$>xoq6qcw7NtZFeWV#Oa
zAVyM+(S**EK4iia3bqWe5H@-VZns#F%vu+LHq1lKF)f{^8SI2ydmrh!l|UG}5<}!O
zM<6h6%07>4HH<53R7V9(i_`EFM`#RlGdoTC^b1=iR|0DrB^!bWP2foj_n+-IsZ-pG
z6kqL*to<9H?2a`=hb%fIMaWD1_;pmMW**4IM8#ZvU4@E}ZY+nV>uL}kp_&}GNXD+2
z&T9YyO3fpp<r~z_&S4_^+JdD|GVA95>Fu7iQCB3cfSM&f1IUAX<jN&erosSMZ4gb}
zg0&(ZSc+LLeaQL!H0PO)j|`psb`5zLg_rwCH%Ji7$-%bHtHT4|u~IDvg7x-HO=XZp
zLiXRI6_pn`@XD)E6p&~}!Ezzl8)A<okoCT0OSb{g(#qWao@0jC#`<rX&B~GGo9$yU
z&=eq65$EM|qhCtW9J*{UiexS2qupepY=pS{2k1{o7F^rp7PH_zYSUKkSPh}fKYV`t
zz2}2mNf)q&&##a_dI%9hI;7V<S<*E1zmBcim8s)JzOt<Qh@Zsg`E4VG#?o5RnES|^
zT8M`kR$Ro_oFo^^L9G`rB0ILLn$ke&*V_|q7{CE(dE=>(!hDKPP{S|GjgmZ=U<_y(
zT8>L9OSz^io;VT6Bq{_k4-fYbc6gMjENxqOw!^%6|D-XpZSPU~=!2;lhx(7wM4<^S
zC*>5JVoKA8x0?Z<6e7<ZJuOe}{lH{Oo9PyfN{$zn(lJb+s9p6y5=caHCR3z#VQYS_
zblq=Ogf<Ev?>-V7o1IVMBj13S3l5}zrPxT`@Pn*4uaQSB&o0BHWi}*OfCTv04A}1-
zc0VQ5@8DS4DZzBfEp}PzP_E&LAmPI>Tr?`c(5am_=#^gLy_#3P2r^3A-Kwf~Ny#2B
zYFVXZPs70|zh}jmg=||)mN7PX8RYKiuDOgxgvWJtOKJk*9H7hCM#Uks{H!v(nvh=7
z`wM(LI)L6fC*8R5Gw-2WGSKt9AvS!3BI&>{u0zWxn#$jtB&eqs(vo!ZtY^Xd1i37&
zjvBHO;f5;|(!58+HpTW)yJ0tB4t}+FkC~DbtLe$~q%Q^<yMDVGEbX5%=;l~BNHsVP
ziQRYSI7+qXmk5l(ujRmo;KnQ#71c4T4*rBC%oCR%G(=iGgYsE9&pv<UE%l55!2PA5
zpCQR@vc`N!o*!dzun(%n_vFpS)exxx<z>hRomt)Al-Tm}GO8qKqT1W*8zV@EDa0iB
zL|=@MrF+omIh&Y>e_7*c;fS3PoeLS8ZV&K)jX|kKpn;|heBMe5)rtqcW}qs)`vEO<
za523$hl>t|M2^6FH02NmT9>Wm?)hT@&BQJ!xG(X!8+LyFBEJ9K8!UU)?YOixl7DOv
z1MAxYH2gmREJscgHvMqb&riG(ux6MV<vY^zGqQ#4iL(;j=f;K{-)U>>XNPyu4d&NP
zgsKvvfsZcY_|AH`vXlw6@Pcj7c<A@evaI|T8=gBE1a5f`5QDEE+1m~v4niQ1Fz6EM
zhn+7O$mH5D4z|hV5H`h7e`GER>C{n`X>YA4jph7m&Fb`7DRV_A={>{89#e}V)7SW%
zI-^hFGjy!bD+w0S4robA3km_m0K^^%W(QtTL)Z6Bb0wQf^rH0A%Bd*B;0)ruWR@9$
z#Rl>|MBe+0@rfCB9cM=BOZhcTH1gAlE~xg2-!_fcpNWlwndYe?tI{8;wrI&fM#861
z8~ch}6XXYo5RV<nx*P42hPb%sA`#vztx6W!H1(D8f4XJojG2@|UG1Ee&yKU_i~ikX
zZhs8pE%?4Sxwsk?Fh!mLpCsM7fL-h*6W8y({BbV)D;Zf}*KYJ9YQ}`Ub6Tp0oVbBV
zIB%Y+h6=lBE|n|f$%xdpiA=EVYHfOj`zlZ8fgYaf=Ghcl@7SNWyt4NgD07v2XwH`v
z-M|jK)J1v>h0w$+2_+OkV-T13X@UDiWcAY|-)8bKCzKZov~J@pr$)w!Ly%(`S=d;(
z2#sify3gZgY00V$lTcA`mA$nQJ5h&L%_fkED)<J)(%!lf_aDGHumxnn_n~_Ih$7o{
z73nBQ1CWrE0=V_FN*NCocTzMh7Olsf7CFb@3Mf3*vjb+6@&HAYL5sda?;BXz7jY2O
zkDxSQ1S+&!K|^8z<WTDexHE||yUbsP(SGAR{satp5@^ZmxzlXx3AT3(yY{2{R7ZPR
zOzP$>b8~u#Sz}F_pY{iVFv*#Y#+Nvm3T5LqK1!pzX4{p9Pq`Q@*q#@`d+8o&CP=pe
z7lBwn)=Z0<w|$|<OzY*EZL*^m_laeR@I6^tA9N20xO0wQ>}BH{z&w@ztTRaXc6KYM
zL}G_1dQd}q84G<R^l)P<9Jh&7m=;!&f0=vuOh&}X<huFibg&56JawyVR}N<PZ)>=n
z{#eKQ@$<H0)q2zWn%Ei73nlp$Z|`I?8F>>#;!5ZcwxvU8ePMy6t2rlO%rcsb$7Iea
zfyT!MQX|O!Cj~o{_$DqVVbuT*p!03#68(B)F7vRm<~I)q@s>L3^n+DYu8-|u96@F@
zYultix^?kJwBt|(R;Yo<9#?hB{(c$*jN7^OmH@16ZoUeSrnjt9*q3y!`r5u9%Xq5^
z0Wf{t7h`jmy*G)o*Gd_uRS$0e_QJBRohehVtaXa1Fm%@{PGKBAwh}&g$yH{ur(p5L
zd{t4(N?_bj^lnS%e#ko#X9!15wF7IT=Iq+qXXISj!i%5{UjJ+O_ZcqZ9u=m<>7zMe
zGQ=<B7w3ECj?j1sJWf@lH=|Oh6%Vp-^JeiD_$cK4WLz&;qU};IhuZG&Bk^H!?WzWQ
z!8G6>5shroca9*?9MYON?^PF4c7bwB4E@2a@yp7Apq+NnSe&7@fxmDRZ8ApJj0py6
z!u!Zw_t~91|Nc*t-b9V|OE%^a*Yfo(*r&~dr9@MuO9h?~%ffGzDO2g3s3D9Npjhdy
zo-FVKg~)wl*B274s*wqA@szk>R^MygRU+f7g)gE5P~m%t5+pT@X#-{zU|MQ+12*^C
zyjy7Mhq#$^+Wii;yDdJ;fZJ@;bDajA?|&72oi->XoQYmZ*b2Lqs~&N9=gHT9_R8sy
zQKDg2orJG3_9wDd{TddyVqoOWsFafGp{i)h63g26>cZOoPQK^u+wAd0ZSM2mKa)Ej
zDj`NI401&ViSH{6GmiWon$YI~Z@-c>({z(7Um%SbNtfk+5o*>1jd;9e{6Y?SnNWIW
zaxs=Mo)PY=!lN(qhB@g~zK8T+Dn~w+Tw|Ed-7I$dnsNhHh(`4Klcce!MkF;R3uYh7
z5yTKjM}_`-+U!9uk9{LuOC=*whLE#|+Y3vxu)=5=v7-A19*_0F&9yVP$nW!zq!ARk
zi9hg{0-v>G=q}?WxA+o8P6eg{!x&*yf>-uQzY$o=^kl74_wP&7^}}4h>b)s)Yg(g$
zix|sem&yjA{k~8av1)<h(jbH!KCOPmG`N^|uNl%xh<iGL)d36h2c^mtidzWDSFw=N
zZX91Wlf*Rw#UIBd(E{iaI{~Q=Sv8x#59lPKf+dU#RNkRN)lHj%o^l!81tCQFFWe*k
z16<F%w>y~jw|Kd^?O}`2>-@8%Llh+UT@w4t@MK1#+G$bKj6caZ#nw{GBM+<+kH|cw
z&zK-`)t>#u?=VXH$gD(Yyy)7mbj$6oc^>EpOXK2X0FF*FI65fcafvfS{R@97zZY+c
z9!dX(zrBwXNR)YKY7ld!mJNB0$?>u@@8E4^dhJa8*5&QDEn9$T%pDBpp4mp=LzE-+
zMEi^}(WO>wkH>GngMH%p17`GVxs0@Pr*XsraoDWYNtmODxNa2QA&+|~1}(^!-lO53
z{#T1HYPRIw$bSG+HRDIBA7^J9KkANqDetrp7=03R%HSt+wGgBwjxKfqdL|@d9eZih
z<^d0gdLRHS_(Q;%=$czBPs@8_{BY>GfYF#Q6VeW?P4*BhbiW|O063|`EXGe<>)PVl
z#_NnUNc!TdYU%Jq=LT7CC7s+)&ymevB#`!@jDZkueKCgzE4E+|NCz#>V~r)TA{kBw
zA&J|+;#Bw_Sl<l?iVXX9AK5z7mwtZg==khzmpSDc<fz5Z$__QwqV5YcJUlnwVlq)K
zoqn}b1B1>T;qvlr(L`Xwi^mQb#PLT6)#?sZACVmzH3QTE94-4i`e1Qz`Y9tbep-Fn
zRC*wb4-7Wxi-w8Izlq7FY@ZYxrdunV)(R0krQ+jBP739*H-!E2MNhK3`X!D)cxo%N
z=ti9}8*Ui?h{#B2p=2aA!${9(`95g*07$jcMkl@&VSYvPMGk@|;R;R8J;V0;a8*Mj
zv@hZM_3u^YmrFa^fa6zs_x11VY-XiTqCD_mrYSNb?WQW=%ab1;`k$3eF}|t%kt~wc
zcKXXezR6yXRsH%qv)#nh>@aB_(IhMI_dPglP767G`2#gwDz~*aHrZ|zP`}{TWggdw
z1ABl?w_NoD5y|Fx$`3P4t{Y+gw2fi<UzA|>i$h|ss+(JHe2*^7gsNN}@exk;LTxK!
z+ji^d-rNMl+DOSnp4*G_DzOv`jW8~&SouPFY?-{pFZQe>ieDF<Xly<^Ieh%o{I+9Z
z!^@%(x_cIQM+4rMeHd--3EwNxJui=FQ?If{xXLOiPGgg&meib$nkimAqlR6SbL-F|
zT*66lh3#6F<$5jpR*P^21P1!ql$FJ<Vt(QV14*bc%}aJ78y+iQSFLr1sJ`<?gz{_I
z{`q+Y3lb09o8J`Q{N<m~C0;-Mz5mq$J8KQ6H>yo%s^$VwacC7S56<6b;>{tePRBCP
z$3If41tUA`+@=8@?-loFqIO=EFr)9a*gViPBEhl=TjVMuty7)w$-*MIpg0dSvc(4z
z)+6$EVgAR`-Rp@giAo!y781>+S$7h1bH`nI>4X+2+cr)^J+Z_pZ##+-^_$W8Z#*%Q
z+C@ybz)|_fv-@oL8{<GRYJO2~)|Xtdj)=rjdZfEgprfTPoE!!7qnY3U0&`!=R`VA9
zDT-=3XxnnG_I8j2hm{C1@q#5Y_DwIouxCA!-Rw{56kf?fAr07dE(zulhu8gex|tUF
ziCRPp{M3Clp{rz+OOJ;{;Kz&6#upjs5<24Q%kv=hWDS~PYCz7qp!29aD@$onJ#jZ7
zNmLXj8ZE<uXBG_Jt#PgY4^Uuux69$=-;c&{ew`QZ?NMSPhFy3H&SwdQXb#WXm*=T+
z^afk{sJDOCH{h2ts#Y@z(oW|vvcK)3#rn4IsryL<u5Wc$C5hLw?2%P5X`&`oW~F`(
zt$1EVm(J#bs!JJEu8?X@dM{(#AwT7AWO;zD%s<Jx1GMGT?-+lg9^<~mY8zuvYFW{n
zF>SJE`9(SA=!S<Z9a3x}d&j5%G(~iWg$_GfATzJ>!_WR?e&2lYv}0J{n3t-CETIP=
zc!+YV;XUOPsTJQ6n+WUaa>GIEGCQ_`!Rw|0Swd<sYYSRv@;g86hQV8A7aT{S%_R%V
zXEn|L0kEM3t%~A{mOsxCx+*s$b=8}&n9XRm_`^`Syy5wU33ZL@qpyBFcUyI~M^(C_
zc*u)0VD%tf69UBw9Wxk3$=kPB8a>a=#$7jjF@5ms)?Uv|BDr9)Ea|qhpS>tKctQ6H
zy9hsny@k9{Rx$&sR-dga{{z9u*L6lgk)t_~sjNB%I*SDAcSUOi|8^Z)M?pT8=e(D^
zH%ZD&64}k9X}bye<8_iZP=xH+y(#=9RU{AFCTXP}wds5r&GogTG#gl{)6Cwx4Zd*)
z6Zt!BcY`s+Ow6(Ut7DdX*P^X}&+A4%Z|nn+zAVQ8h2{i)>(Ey7Qf*2^Ty~b3Nz>l&
ztNkOE#NesQ$uAHmtqudSTzd<XmGzAqd#57pOpcy<aFfn{lKCCZ=g(v1w1qKUu0L7Z
ze!1s`cZ@xra$E3y=j9ZZ8jh`Y1+ExL&3vACdt7|PJ{nl*(Hk}R+C-*or^HcKp7l83
zH-*|hST1mwDRu`*kVw+wC2HRwb+pUL=M6r7n04y`*f$r0i55a5WNbza-17nHM6bkm
z?#h4tKs`NI?kwpO97&UMF^~|K8K;IYZtoU>^2J2oOE03itE;$w!oqSyakn#n_}9{z
zU;f%rK!VT(vRW(Yq%dwVImYo;EBG@A*m7m@#d~+<ilP+;u(n|C{Iu=pw1pd)R(+sZ
zBCe==rSa=|qS=%CcMh)!DBEkX<|xEkl>J>%ZmwkhwMn-w`MxRH=*4>qmHBsP_nxWi
zQY^&x64nD-Zcm?!a8Epwtv4-%xS>oJ_@CX|iuitu<%T@^fw<o9h(>MNu7f)UI)5*i
zUBX5`>m2H=ZKt@ufipU)gc)27UL$2yM295v#L&9x!0Gs{(w-0G@Z1NAPcgSn{|@GH
zU>W2r^=40IMf4R_g7ypbB!Gm$zl+{d%Gxuz7&cXL5ExCaD+I#R3J<<f(d2rgcs!&#
z2cH@TRhn<c$d`H3k44y<<G{T|QzKJ^7)<l?%UoJzHLQrGd_d)vqm6Ermtfbs1V(9i
z%GZa^q?3ifkttvR`*<~?)rQSz;8@giunOg8%k}^sBRfJGcF10l)VsOhJ4>CA6R*VY
zt0Kg$Wt_00qqVnQWskv8)se-Nli5B5-YkUJBXThvSwXC#)Y2G#`B&Yh?RC86hn-&>
zTB8nRg433j7-NHT1k2<#iAZegTvl$h5gOe(neYumjf6wSG8rQWcAk%0<V3B?fb9UO
zDRt4evuZ#cFoX`TB!F6rt3TmyU36LQ*!90t2-tCZ&)v+r;NlpLhfO37+BKI=`nw;x
zpP5S1alpZ}%uj9JPVddmcMHkUl`^n~HPDRbRxtcFyxoxve|dD>X)YAX`x#}Ay?JnE
zW2ta;bn+B@y44=18Mi*4$(|!%X{<?g@@*JG`1bB1!UnrCqfEG>3o9_nQ&&_=pQ!Av
zwOIXk#xZmGDC()p)5POo)^Hhd=v%l5Qq@5?aPLh&EgA2&T=Jux_We=){ao6xPhVf=
zj>2q|?X6F!wDB^WB$sy$D-Noos&COc8JFo76=_gYrencL<>F;9#-?>xu%k941|1uM
zWBiie9IgEasL|$k@lPl>Q}b7GkRbOHjCyF^>)#>O^HEbLCtZT9E|y%@MW07Mrn~vl
z%l<nB{K^~ypy>S(EpA7Oh4KfL8rDChpJ?SQ@@-#0Ormh0OFAKK+AZBy2Gvgoago)o
zFbL$KAj{t9*(bl!<5tt)IU>slBQ`4n`1F`x{bAfYMf0Sop5Hpz-v%6Zl!{zGy#-5q
zZ|hu;TP4GYIo3o6o0gzeyiLU*(Q3g-_>DlGg{OPULvqF7kDva6JvAVo!ASL_Ol6d_
zNTl*YB&BVC?he_Zv*TW*Ll}lksY<`H8zJ4olL`+iv+^itR$gymOM!R?eJXM^k!SrR
z({W*Yq2md)5KxPmK>RUdy*B^jo-FCieno+(TfTHQkV5Hf8Cm{W-+iy5|9<gw*5<!K
z+)=uk(5|hKm`>KusN7|!Z^Go)i;ak_=K^HiEqXP`D`iV72ENwU9{Ls%^vh9-@wY)O
zAbru&+BPJ@w6t8cJY(C4#6%^kp*9+qg|D={9dPX(cYEt|o;n!<H4cWvYQ%{Pegj`#
zxFh8Z92<ZP<M;EM?_(lwJ??C-j;w#Jsdg$rc`ftyAr$lOsr6}WW?*7X{&#N^QzgGz
z!%lMc(PB)E&E@euCxVpp{EWA7jHa-@Gpv$sOeswAxIO}sYTZmxTL4?oXti^FaLS;6
zR!AZLr0e=6q}N$z(4`rCBbT%GqeHx1y}Wg!%nRu<-S+D_MkWSVLnWlAC7!h!lfJTV
zJ#xFS+|j(r>LgVK550-I4r1O*j@CX$u4b2*XI+6$m=4$XYkJI3b4FX=WR4LWfiamg
z7Tl&8^K=WYM&R2M*>h91+f9*z81r}z?MaNAB^zl{?`LbgC#exjV4F_ckJ1;Ze7X<K
z%b7pwMyiJXx@lH=vRlaMJNk5LuZ<t?O<fQOt<la@C=w{KgeP=X8^aKN?o-wWp<+%K
zqw*<$OESgSiw9yJYGvpoOVTxdu1~I68s{SiOV2x;Z{e*LLW#odC>;cnmnVe8eu!b<
zrr!zN8}za7y$rS|bV)vI((<$mJboxec@a9kKZRd1mbcH=>)iW>Sww#@sc1YD%dhX;
zCqJ};Z{7X-H=3sMwqc4B@qL-&8Gg#m(o@kfu(hI^F_K+MRkxAH-5Y&1KoZd}-I}Es
z&t97C#r}yVba7)#o--NAe!g$~fs`lUM<@MsY&>1p_}3JVk;SHhW7LeuV!p4RYMzt1
zC3AhEaQym3mL|dS#J|{U2^twGvE=wV<>i<5jT5DzuriL%%{&pqU1qJb{FYC@N&^+Y
zx(uQnay=}u=eSGccHFiBmcVuPn7OQSxxnlZ)xa>O()pS?p09Z)-W3i<@^Sl`;&M>c
zk4x{LY?pw4afDm@zrKIQ5fS;s)XLy68QQix{W4XHFF|;zraAG!hv;o6L4M&Y`TMSe
zX?}EjTiovJNZla6h3NdQH(Rwb&8Gt17WZ~2am%TpE+FZyR77q*`xQmfP2J#o)#B>V
zmbhc4Uu7F@FKy`5%k;y(<mtARAfj7+#qQg+w(G#A7D|`c_CkgoU^M7!>Mek)srCtV
zeDPQb32)86`W^oRvp`J0>4@AyTuDhj5;=K62bkJ7@*@U(+VFeg50JJkpUj?UT1-)`
z+s3IjkxqV}aZzp+)9R2B<_J}_P$yJkQf0|YQqvYYlFQz0HhT}Di4jX>ifosXsR`24
zhb6|)k^-Da8kP<)1H&o_)%ViokP;FFnthj?@u73?l-$|-KDpl{PN3W`%DQ<^R+g~2
zmepEn*D_RUbIz$jg9^6FE(&5oNL1-l>CUCb>fTonW11YSxw$LMTc4LVd~ar}+Vw~2
z@<`NKs6@}13aL+8!7jw9Lt8VTyc2@ct?I&(q>U<f!+?bWnI}Q~Cqo;MM_b00#x-p}
za#BR83V;cZ3b&YzNe5}aEFoEQ&R``81!yFpYgSYTRW?S+(xdlI6jGy&f{r>Vw&b*?
z<Rwou=+dU!0Ap;WXd3{u91*b2G^pW3a4bVaNhvLo`%j=e!=PzPh)~K^fL2C8_mWl=
zhZ5^*!jMNDq$DN3Ijl4af?s8@2I>H%#DTd=j>`m)hXPJ8;y|`1?sd04H@DLi0E@|y
z1ZxC>o7{=Np^+C6goE_uFiUGGPT6T^a<mh&fCWSj#~=_vO1<Dm62gaaE`0`y`E<JL
zuo-RjD`k5`MJglSW=f8=t%B*_bhwr6tPUfvX)+QJq$N6aDGoWdl@LABqEe8DFaZZ4
zD!~IfwJa@)xrp1;*N!}=OUX`^0D`<W^J*kvDhh4205Q2y8Qk$wtp!caq!33kJRtM}
zVC|+a(Ku4^N{@v?(Q*ib1JYvL^qfAePFu$%M<5-6+pgOUwi(}k+hpgCZ#Y-cTlCx1
z4E(T1^6SE0B*gowD#w1g?c5Js?mLdZ6Qsy4l&Q2WN;m^b4oSz$u>E>v<7Fb#z4aX6
zNId|E`QwD8Xaz-JV>$Y6M{SPz+rJ2^#bpfz=}<{X&U3y_-3Ra-E?%Kkr)4d)rqHlG
z_X4tWwn7KJoz4P+N5_Cp^4We`-jf~KO93m&(sU000B{{7oSX#}W2XEVd{_=q^2B|p
zK)f!;qeHgs+U;%njOOW(1v;57LoZK!E6IvwA+s5`Tn)HV9eEkhttVrM{{U98E=z`>
zsvGg%g-{Y7W$4pTwj5>nsBuomb*EAk%fW3HiW~r?XF`A{i`MXy;tJTY>h#`DbDfmI
zu<DMgB?|K`7R{S6<)}uBQ*nmW<CIwvA6ZPdP_NkUX<M#)1CA;lc>e%LgbQ+<i=&n|
zMNa<!=Td7F=#Q$~rZ&4qtqpBR6BkpdMMP+dt3hd|R+@!1RW&->WvR^vU5@ZDxTLOC
z-x4iJhS<C*&r~f)>M2Z?+t)IX;$D=e*G*GvFD)^eY`pb3Nj_t04%6LJ>2fpEI@7sm
zHAFi$-m1;GEru#)n%!v8>omCPl-dyD<1-?w0vl7%*1sV$;3`ZPB(~!Tf6qeN3{-AW
zRBI8%O;o86nX4BZax=QZ6w~TbmeEoaNYmy3ljaqt2{}m{E^Mh+XD4M;<J6<GR<h+%
z<~pR;*5kDA+K7)m=&j0bD+_j<>qQZpRJM?&s?pH4<d){Q9q?geFoCQY(@vAA*4OFC
zcIJU;`@&&q)UubL(w=WF1^Jq(>?LVY%CtOOLdKF3gRu8b3fbu~T6M*=`%7AeQWm`B
z2Pb7W+-w0#$p90KV}*rJnN%)iS{Br*EuU}1s52^~A=|o^?ZAqKS_|^zrJ7{ObLwxx
z_BwbG{e{%PYH}M3OV2GTP*GA7=A<HXiD)G{T3AlEQ>6XZ5CAGb+ydf~v}9va5)d`n
zIod%NfCa%YMo@2kdW{9*_~$B<-MpY66)3D2=5#!cqTXF_kCQ-Q#1uM)ooT_6*a1zb
zd`1F68}HN-Mh5&%j|u)Wxr5=FuL1>4x%cNPeaKU2QkI!jn`#MBN}abPO>wll5sg5i
zk0MJ^bhd;+lT1-sUW$rjvZ96%RuA4$(&$h<6rCWW1bx*FTOEnX%el)B4;<>}T!~2K
zUoP(3(9_#n(`HfWju<fmXj6rU>M{#7)JSzHQdo!WKG7*d%3+sWP(gEuLXipy0@6tW
z3CnpF5r0WH6NWPT$XF@NNs*KTF=?;_kp@i1n6@lOoc{o9ebZA!nkOJRV@R_YaV4hj
zE9qa_8u<YlQzDygLw%|pE#R;mY}F=QC><8SS4y4ccQ^U9&dRv0^JkbBRqs(koH3PL
zsXDk&1Bwb$RLUzJMIM(N9ATPl2#FhPNjU*nwP#amGbwYa(kT^K5}k)pg;0#_84;#O
zQk#A}i1Jd~(PcK`RNJvs+BCQdLJ*)E;H?l4g#<mVYf8?floTZd3>2J@wImP$Pq;=1
z$lR8;!)S<2_0mZn>eBrP9=b~HQ;UgFB1p@i&=X<E9rWe}@LLiOl$`;x_M!+;2TppG
zB{<4R?oUy%0C8Ym4zC-3l~n7#?@ugwVS8Tg&!@w-Zf;=Pin`?3<q_YIxwic-Y}DKB
z)E{1zqGak-LQ5--(~;d|C2hF}!!9;JD$>>myQ2tNdgn;OiQDfI7BjINKYXjGq7@pf
z!)sbYwJ5JCD^St{aipgS0Pni{r6&aLcx^<6Rw5!ak+_?a%i=eP!A5gFlR3O5LD@h9
zAQ_mjpDat>Ve@yGJk+Zi)%|wWu1SsRM0VypmZ{JXR;31MbeO1OnM{t7qos%u7;J2G
z=Y9}MsVE?O<PnjK<Y#^M>(ut>e-tvR;blY}BPReH=RY!joqL?|@l#HX*Nt5<kU`Ec
z272J<Z^OSCSlk!%i^YJpo6h<X(hd!$)YLL{Y8my(1Z{)AQGuS{E*rY-Z4ET)%D=)-
zQGf^_5_@2J@%E`z@|19`_rT9xy))nS(;PHc8}$maiGfdQT&XfhZK!ctarqKlU))1Y
zHkB!ACuF4{l1SK+I56-&{{Szz^1~a<%i0WOpKO@8@m-YMcOOed@W5J*mloPo6k7xh
zdIFcEk`hl-Yc@ov@mi^{w(4}Hq0cI(O;?{3Ep3v3@J_Wdpj<&%)S!>L=}7=^k>+0{
zd7#BL`u)RT-0*FP)m1=#qdJj3D=kkEV$5y1215w)n_PL!si%~LGV7Y!Y4ZCnAp}-!
zy?k=!$)C*&dgZ6JPNLP{k5;!9>Yb4`6v-6Wke5D+>q>_{A|$#ZvZcPoL6C_~$6C~^
z@K5XT!-7h*xs-sN$tKZmW1RBdCRGZsmr&V5iEt|k3kn4w?4lAzH^NSSJ+~Qlsdsdm
zdK*I2B(S#wX-bw-`VNICl&EDcZa(XSJK#7797H+~Ho0+Gq{yyR8mZbh1V~NHat#ul
zKEFx0WUf0aF)1)9@m{F0R&~dL6xXA+=+~$`_7$b>sWDrkwMTlVPniXovD%!|lB2r9
zoJ^(}TS##(r3;TCw$`-25#+Zamk_qxZ7OWw!%mmmZoG$HS{cNbr}J_}qaDkR6-7~3
zM@gvp4mu*ZwM0r^4Fv*LJkkRp)=G*>jx(qZCTE3D7o3deT%=o-YPxxOeYnyT<-K*S
z5&gPCklAr`dYTHL*3h-7)gicwO;5`nW3<MQm8~?P&ADH+qg#;zNkD3Jw^T-weCK1Z
z&{lR*P-3`7=L%8(02cf+?NggdP=X7HNeV$hDN{;Hfl83z{o+)WCr}`dcm-}iJX}RO
zRM;etq9hS;FUxuK#(L_M+l3$k1W#E2+ms7O(gr=MQn_@@sLjfyxf-Jx#1%It6og1&
z(UJ$e(NG5|AfS+-K?)mizol}w_KFbP$So8!ox_c{r@!7((~*I{P%u8D%m;<vv@4&U
z8|pOHRZ~33uwyBvWZKtk#s1J@8WK`bMz~gq5=xpvzjYF(%~B$8lrq#boqR1kReh+w
zA$&;tWwUR|PbT?qATB$$&6g$CYc<&C+)=qMfEuW}htrbnK9*_p+$gm3Qoz=xei7XH
zU`O#yqQ^~U;>2sdCj4VrGhTm(dv($}^fQZ7@kQeg!dHiNRBffc$2B>N3_8iPY*`T>
zYM(qLgf(#82@le!rMEC2ir4K5qiNKi+4_jjo=*|JDfz+TGE9nfT6gv`##Dm19KW=j
zdMzEcfFYq*no4Rn43vc^xcx=tMk-M;pv7-XX=hVSWgv+gB$BdHMztwNRzch^B$7(~
z<s7R~Jw!1HYswg9Po(GfK_yOO;s6T+7~KaQa(i)Ys$`<_6rmm?1Ovzmf%831Go7qc
zk^vz+f!2Ad#`B;6LDKhWW7#Z2bq*Ggq$OaG(h`&0edLS`9-{$Arbfg&^cc@6l(yS?
z+H7E@LjkezUdjr`{n6BR(yfOB<3M4IIKTI!q-=tXk4F|V2nQOIjq`$_bHU3*K5$YP
zMoNdXwv;rCj=oUP6O)Xn5_)W-*2+>rnHL{IJ~JBn$=<5g6e8r45hG#&=b+lwzStKX
zwpatoQdH>x6+Ba;QR-R>7*Oejx|9$*1MhG-wj5DOSaG$l-9h(?oKlVeZ9jQH?2vLn
z=rV9P_{(WZbEHT@cJp!WAd|OHJ?ssOqc|rC7z*NGcyQ)r7m`V;a~^Lj?EC)YN>dKa
zm3pRZn0B>Qr6JVTVAC6XL7OECONk~^9(y6Am{TDvx~CD>14t_%m@xt_OaUj;`5YrG
zspW(M5<TS-CKG8gH6+9V8jXYnrzboS)hhHBd7<J8;%AZEph8=eiS=f)dR*)P+R+-_
zx7O06l}~BU?($xU<L)O^h_tz_B&<4o#qm>aSoXAzQ+QLgk12U>TJ~za)RKjBBL4t+
z0Hswb?RQG1)7yJ0EyIr`Z!m>uY3NL;P?H(?qt6~-^P0UP>E;#9GQCq#Sc=lhW78>2
zICJcDid<ma8f-u`fZS#fr%FQPE!Rq%G4{V%4YI9HpYdaT$A5><rsLzrORufda|zia
zLHV9{u-FW4Q`0iY83e8_vIb%#OdSBV;`XtfQry72-D#;$yy~4=i;g(^t14TLER{I5
ztwgPAC#saCD3xTKo+0Z^F?CkuROJsfMPa5Er4+c*P@*t}B!wgcpSpUIM_isf`sTz-
zbrE7MGNm~>NsgxBEt4gta8&e^vg+GQ-cZsM*jOqmN_t@MLCdR_ja81=p;VyP2uX41
zU%jVS;)A+_^qIO8{+yjoLVe+kl#Pkv99jZA%umA-GTDPvr-Uk<FiCB{yB==a4L<5+
zG@md6tbn&0kfh;R)r<$enRcQXWJ^ob=NF?_wC@}!l%w}@(mk0;TZ9Axww_i-wvc_^
z89D{Q830FhA~{I~NO3A@&bS_8R+PAsNj-7jW7&Sp*wa+QFP7C11wOQ_f*vPRY@@g-
zLDu4uK=-`0e2g#O-!HSSC7&<3zjs+uM7v(=s!^3C8YHy}NiZrA%0MydH1|B(bxJFU
z!X1w~G??x-RE42QQ3b%O*Le}mLfbsz<vciZRJEx$&ng^Z*Q>I%B`Hg@trw8(rBl$L
zU32z(cI<~WI6bF2aRt)}5zm`Nog$v#_p~E2VXaC&>Q@osTS63~5LFz<T8T(22YwW>
zZW`@13H_-ZG8p$WGMXHD0As7M76gWR?i*CERVV^*VWnSx4eha>P!FCTDyM>~Rp@~;
zlUKz9nk+aLvuIYD6f61|NC(Ppi&I)9RPYJ+?fQ*%rot4ZA+R_=#_+LlP$IodHr-m2
zQIj!jS1Gb1$x12B!gWeaMYrU$t=Co(`uynaErc}MQWRFR!o!zQs#n#;L7-5S_^4MV
zMnyV9Vb;S*3sG{Q6o8c$ATrz1o>~vOhFrl)_`Awg0@SfB6;&=;j5rjFewFQ&dhK>%
z5ZiF!wXOP{Ms$^ew_HjT^q1dRan~GLmzNd+Fa=DLU?TqjbMTUJOLX4{^*Qm{U{dw8
z`+jPY>naSnqe_#j&Im|SP6*TiB?-pojNu>S3&(|Lne`bqHzMUuvpIcEmx;GzUpkj@
zUXme63t`x9ptU-MZ?xlRdOIzyJw~ar>IIm@K{>^g(=9*}LT2!0V%qiA-(s?>8wLcZ
z3rHe08egfnk-t1vj7~>$F0AWlr`cBl^Ga0O<iK(ZMJwAO$;E^YnzNi^sq7re2Zx@0
zSn^uCDRC%t<wR-JNQ+aNne0@dIFi(=bn1K%=#>srN?R|or_hxks0DAHF4Oj9J^uhC
zr^r}HK}q*WDI^htxH-wj{{VsD9aaP;(CZFGY1Wk4Ndd9<Rn!0mHzb3$GrwH%O0`XK
z3TNo5>6oabscCG~Q@()fPc*R#LeQ%aM$tQnB5^f4MwQmzW#?OYrH31FwG=H2Nd+oO
zg~1R7j@OyTmI^;0d9lepWIbE7ZMgN?4Pu!#-<2T{sg+r@SXH*#YN}zPy4vJHd9^Se
zk5{D@s_evmOc?L8=eiu7S8e&>+Ru^7J1MHLr1MVkv#C^Rc9RevLuO*?^~c$Ivgw46
zDxo23OgOV7%~LO^7;%!~kfk+eHx-2$*9z&dnrYVxfC*q@C!s1@ahx5(Kp*&T5MP+y
z3I71M*UdWhl~1HMa?$2NlSr*ef)_RmuqFwx{I^@ue7N#KeY6vVFU(p3ON-2f#V8>@
z=xqV85|{-b0FbCABEmWe-wp@^F(jy|S)`dD$R;hhl6sPL#eMkC<+5vhpsGxT89vi(
zNMhuTfJ*$hA;xM0ARK{Bl{I94iEX#J(lNK#h0LRG^Y54(x0MJ<r{7jfRp|0eMM)5A
zmQ3Y)B3yJb;$g>|O}J{wb>|#uw`E0v9F@4XfU^4k0ELV4>t%G>#ZrpoDQHw_46{ac
zY&_GcDR~NNM8{C1t*t<zNl+sRBLt2mKZNfH7LO+6t=a`5EC~<j_QxskqElOvTNy{R
zHwB2{^r1i$dEwH7g#s`*VFw`=o}P2dTu2NV#e&0JiETFGV==7ZNzfGD0m0aA2Knqg
zM%!`ntIGRY?yFiiWz%lbs#U8FWcszQK1(I%=#yu{Tq&|)xT268b|EcgNhwJQbpbA+
z3rnR!pfb}5PK0VoQ<KwR2szH#7|woQ5*5zV*lH7npp95*2PHVek0AsQb^zpq{{VBp
z&M*k~XO*@DL`c%sKA_+v5eD!<6Vfg67n!ir0_czfXhyUEkOq{Ij0^;gzdY}rz4&mT
zFdEXNWjV({LFw{49-aDa!b$3d9^QnhcP(~@Z$fH1oN`@itpb%5w!%OjWSQ^AWf{mR
z)UYsf(|#CBzsFyL{#ymHad?2RrcG%@E<v^`4&F0RLR3n8n_4|s4MjN0l#~S#la2UL
zl6nqj@A-AW3~6l#%zbe*qRlKNB&S(J%`9XSoh~Iw$pD|c26pL#pG90Mqwkfn5E7;C
z0&+*ZP5>htbt5MmZ|TJ{-QR2vhG=iKN#*?)nS95rO?TPp%u{XH)Hu`Sww1_RaX)QT
z8>>B{Ja^w&Ziuy}J5D@X^3dT+Yd7sr=k;Kgd2`{Ol|%#gNT~Ay?|J+!T7nC-*bpdk
zK}jibX-tf4q^DL!Bugt%1puleM3Z}R=jT3njc+!C`$eTEsRQN8{{VNwyT<i7RPKFN
zrn`i$t3kJ?lAw&aq7tdW!az^Eh&p!#Ug6xQPZ2r=Ri@-6A$ce00r~v?19QI%n(r{V
zv(H)W-hA|@*{t0yvHL0{YX{ru^oHn6y5y(~N^WVDE$Ph2n>8-TOwt`-MnY2B+ft6y
z%3N4-n|du8j~z%*!k&VvqP@^GsEW(g7PFkIW{@>>0AO*@upCQGq@)N+Ma}dQZTGI4
zW1D?QQ?3wm0-`}1f@a%(v3^(+279lBrKBy@6ztPTQ;Si?z#$1L$pfGS{5s)Z29I8p
zohFkxh9<J~BILHcjl8^_4UlD)O8mF{m4vnwecge<;Y`hHthmiEs+5M9LP!ilD1jVj
zVgzU?j=;#+{_m#Vm@asYVclyB1Sl&bUZJ{9uDJ)kbDjHVizNyv@jwJ<B<mLj(R=xM
zVyIeVMC+}F+^&6e>4NK5o42naqE}~Hw&Z)-ZD|qXF5YgkU?G`N)aux&$dn+;jJDWH
zo?*sYa4li<ooNkZMV}M@0BQdKjLufjDU~%_77dw9xM#UZfg+tta^|Z-m?1qe2$KCy
zuH`Ycyv%3ZZPQI&7TVI3HgT#<)mD#bb<zf>33&Ud11^nc0{{$_9e}{-I%9};;{wrx
zdGbc=Ly?4ucKV@R5P>676-#?WvV{StW}7BxS4<})?VRV-QXxrOgp#zPL_h?l4diNI
zj<!1EMwYeK%WU{^X39wfm{Ebe2q%^yXD)nwc%$(T&3j9iSEo7e>P<54tEQOzi)wW;
z+<lO!@*im|w?u&j8Fl7R$u2taNN^C^)wdH4{p1y&7MD<~S87*v?^Z)jt#dAWo~u!i
zwdp#PLLOx$K!9~9E2cDo#Z~eJ=u|Fpa^|J%aadFfwv6YP8f-W<%1cWj#e4dKTsSEt
z6VM*_4Rl}d7P$>N<8HRFyrd9PLi4B)dhBq1T{wb?wp7~7iAt0g2`Uo<Dq`9|RmqLU
zC$4$m<7q>RN=gACCM4!JwaFlkfB<ki!Y_;e000Q^4bGnk{waA~Y|(r`*!Km)Q?Plr
zMx@%d{{S#=I#j8TRqbi6-nAGHPLoogN|iR>sng%~=<@Bu4GV@;g6mXQU!-_Or`)wV
z?RukCxlp-MB_@ok!ZS#Gl`TkNW`_l-P32lrve5($N=iv1g6|r(a-O>tU$-d%=yLqU
zOH&Cxb8eMt3P?(Dp}NwbbC6SjF_B*jfmc(dq*CW8z;UC>aGdqV65d9A0r_>~#%cYO
zCxmgX)YowS*><*)gSA{?&N)-UQN)zGY8twh+eKP9Q|{+}hMJ{l?-au-N?KWlicpjU
z_Y|F_WmGgRuYz#5s%aT5Dy8JO>fVAf7n)ks(Nk#wFp!ig>L|>m6LY+x`#`)mcyF0c
zukx?Mot^!vrM((uI;d#O+!NqbAW1}+Q={CMd}eBqW;Ekyak(&KCCJJEGO|XlEc28<
zYBw{ycGfGm{{S_qw3;n?(@iSVrm6{BlB!nwY`-c5nzW^%uWqQY`;#NB)U<>*7)4+e
z`DJIy^|#9V=Hzx7B2!;ssf$`0b!@2#N}C}rB}!UJ3Pz-;qzvInS49KGzj!v}P07oK
zDsr8g^Y7PJ4O19EQAz|r>1?GVDpmuI1t<Zr1ne?4`!VdhvYnpo8arD}Nn2amCh00@
zTjP9NiP!Ne*68YsW%_2^sd-3CPZrUgAq2`2b7lotr^owK#Q3)i{_1_oR;a_xyox$X
zI%;;qh|zztX(|RRNKgd8Ad6!9DE!e&&7`T(k_J?h*8@8N(DWJW--}W3MdLe=-WmCC
z&F*LOWpru_bau@`yM5FhPqk7lXc6M2nrU;%b@;GkRGo55jK|dE_snFLo?Ljr6gLhG
zi(-c!?7StrXjsfX!fKbTY6VPCsj$%NNvKX*;zN}#dsNuVT*+~%ai+~IwxqKi*NPiA
z1LBA5l;#D|$O{s;;70SH_=!Bzx2f`PsMpO#p9_{ZwX0o+Osdc>OG;!2&$k{E1juw#
zYi>^!Dt$qhM7YwSlsn}g+Ru)5O1rRB9fafkrhkCF+a5o|8l-ZSZnDi=To%5XyNc0O
zaWpjTCl4y5O3MnYO4<BsX@l)|C2CCm%_v(>Xbo*|4sNoAiVEbom)5p}FFQ!#q<J9@
zGUJI$>1;R~aSK~Za5hSzCLQ>S`&7I(eWz3^G+RE~qr~UGCNGMd=5G65lU)>=k1i{2
z*J%{$S}t3T-lSA&56F)ii&d2gFD5ivgHqQCk0h<cw9*3QLu#VqvsseUEv9=-$$!~o
z7Sa%z$Ydy?ryNe7Yi~(Ho(g%gkm+d`DfW2%jm>gflU&%Yc>S}vXHdGQ`y}f%Jh-?n
z3ROFobP82Eag@t*pjD}`rPL%!akmn;DMf}@Z`qPwZTC<sC&CYozp>MqRZC}+Jmt8#
zxy#;e+*eYqC|8@yFWEH;wOX_(R2TraN2|o8vnki3LveL@3yz1>>#}FH6=_pgp2fYV
zdp_(pWO(Oi_zfp)c$W(7#}{s`=BTK+pK4XZcwZi3rlA$>xZMREW1JBcd@qTT>l6!W
zol8h%%7#_nV&7`}KUu|iqYlz1hqQ%K1`3kvRIJq0vb3#Dv!1T4F4XrmG~l#~g*-?g
zvfsOgK0K7ZR)&z{s>liQ!kkw5>!(+y#EzdWjb4PJ&ZRAe6@iq$C4@K*+xtGU`iA++
zS|b}04%}T&JO0WpU)%J_*LN-aRM=E2f8UbLGn=#NHq9M|e|X_Yy(zQT14<jzP^ah&
zr$SZcJb((#Yf`)>bN=+@g?F7iyyg7<VDf^8BIa$rWLh&RwHtEcr&<*m)T-6VXeHTk
zs~1JAnN-=X!?-B)sZ{Ck<E~^!-HeqwK85Uewm)Y5yrngLn(cQ6u4N^(xiu-LakpJa
zQW;t*ODYdU{>%cYO2l{-936jW_{R-VMQ0DGXv%<=mS-;T1b}*gd4Y(7Stw--#KgM2
zCjpio2?`wnRD`k6_exYVjA|S42zmbibJXIn%ywYJaD^$x<h-Yp^Fw5~l!n%X1h}0c
zX;!4{lccRFB3RbzNpP(pSWYvYl766^<eY7j*W<KH=L~eznrlcaAUH|eZk=`{0)2Mv
zw;qh>N`Zr$HpVZemKWDc?TqHmMJD%|j<)62Z#^%FuWnpYV^+~pTo#;LXj)euRvnJ-
zm^8SY>Ppg*g0hzprN-1kn^0Oo4*gOsHm3nq$}G3#($Sz!fi^*Mbq)6tkXn|UggXgt
z5}0)cn@evbB@UsP0JXzNx@e5zl2SsFt+BE71JsY6`|t4U8H<7}l**(D1<aJV&}~mM
zC6$m>8cPHg<go4lTT4okKm-7Ac&HmnZj_FrSsbs(Y305z7Yg+;07c>=Iz|3`u(V>O
z0w6$1Z)1^+b~!ydkD&P;%lLf6_DFt1Yfi&$D;oeYk+ug-#{Kh*Zjq((cIv#NJ5sml
zGUB?zQsqvMA!RCvm7FSVJx-r8MJy<dX;}7{AxIB-tzrHbRDTXPliEbNF(W4fQ7T)d
zIl;!s8;$d~;CPX+NbsP87X(~suE);c>M;w6K(dsT4SIdvI&X%$;=Ae-l)VbbB%I{u
zC%z9%4_}YZhRyl)7u+LR)NlYu$=@4qlhdaE0EZKHABOlX`}Inci3&<arr5(MUNN1>
zD;m4$DcBqkLE&ph<vq1VSTLxO99YJeU1cvi4so4s1-MBV{{R+7-n>5|hOj)(-!bvS
zd(@^OIld7FK10as>xj|GnpNcOL9*Q``LuT&Kz2)r_I1S@g*zHkp(t5MP*S3}Ttm8W
zpCxC_O!1|1>fvz+ki&vR6{saLn#P>tWIWkY)gA0^T5(5LR@UM@?gddTT8n6CHwkRV
zY;3ilMqpzYA;)~ShS=OI(}$kjLa7*7t;CGAq@~8ArF8=9N*?=8w3PcBsXfxUI~*w`
zD@sUmLNb!2N!>RVw<$XB`pzM7N?Z~WJmdk=L`)s$`6;<4Z$q(fI#tzKVr^PHN8`OR
zml9g3=23>=kr=K^O*<iku<B5!9f$<7*O=UQ7<EW}l*igF%PW(bw=K!dK0#YF=vU7>
zU|Vu&sH@&<mq)1cDh&F=msC1+LhG63z?*eYTDB>)YkE~mJV$C@wAW5{BG$_V*Mm}}
zzJ)l{8BUhdsl+(7Mrq@qYVuIWoaqWyPm*MZ5|W>J&wCN8#H&}GZ<f#4*6JT}fi~iz
z-2>Taj{e)VXInJ}s}y(b*>yJ>VVP}CipxS_F33zZ$YEY#bh<uW_O0yWv`za!;l9#4
z0yuNk)%+y(SG9a2i8QK;D$W-B?W}PJxN0kC(Zt+fw@g&p)E_~krc)~gIob8j#P*AY
zIly1+=V=9ES){6072vhhuC13?smPGJRMht`3S_NGR4Xc*S9<DHn6s3d;fCj%%`Xvk
z9!_(Hj}F$YK#O(5Vu<S#p-FoEwO&K=t-7(5IVK9z4w+wMw6L({Nr>>)0vy&Y?Kb-q
z;?R*<r%{Yu2w^cCetd>df#rlWidr8+G^7NNGD9FFX(S90=g$7+M>e@Nb(+n3(W_qc
zq+B1`2d-H$=S-VcOOs5g{{Y&j>92~Iku55DRTaA=CB-=7%}OddlWaZ=d`xn-RkwFu
zeCDlMoW8W-OQTXP(|AiXm`SWHxew2!P+qLm99;0kbTaGFn~3>kml<D}3s1Ox%Yg7o
zKF%=W=+i`sYPxC{9H*tGODbZuC~#E(^47YCm~g43GSkIsrzv(8pzcQa&L>j$7InV+
z@g3t1)FCds@o_G(nX<~ev;?->sR3bYMo{WYWPnjBOv~|K&D#&hMWM^CT0omXr9!Z7
zsFxkrQiC#_i>jSmqQbacuTW#K>S9BYM3qaAY{jibTh2c9PQ3<eczYs2)Vxq%RC<f@
z*Kt=Fl;Se`jmvT8UQu-`DlRF^sd~Nq6#_TF>BM{H4>K&TZg|S(CGlZbX*V^I%Fanx
zyt%h4HuTt4D}Gf@@~BR|t5PX*V6DimxfQ=6l`(PGt+&{AEBZ@%12N3Iy^1vo=dZr%
z2%}Nz^+v+T{o|0Ky&<MXa1>s32x%bT9cdeN<5f#8D5%K2fjVhn<?;2LM26CYr7$D`
zBn?jF%-o)GdfOI#;gg$GuN_r;^2(^)GV4up!U0sOl3NTt8sMuMoN8Se+MDp455<!0
zGNkm>v}6_pG^svWeF}25JRn<F=YmhPX3^z8IqiBAcBeF@Q!P2v=fY~XyXN+S(yaQ$
z6>K)BuT^Q+G9yx#F>#d8cvfPC`#YvUmVaW!l`7Nl<yOCzUrk?{clCa{x7M8sc9THz
z?U(^h9I4cP(}`Y?6_JxIL?nT!R?BnpFP2=&<_(F=%g)$EQtz=UG&+^FQ&Z2U+2z}>
z)TYq{h7!La=4tf`q`HJ;xQwP+nsG`cv?M*cl_xqEDsBu28G(YB%zt!~an20L!xq9x
z3P=G`0VJ3ykZuK}M=i*U;=w3CvZyfA8Jb*H7(iG|SWGn1T-i;QksXv4@aCdMNI*u#
zSW)4r<_CpdUGowos<pOU<@M1pdCGR0${wOhkf0Ql)hLD09G!U%Jx_WP!C6`JlrU8k
zdW-30w<bJYR!WoZq?Yv`bpt|DNCN}kCmZjM7f@@CHrAvzq$dF7(i5n5!cbH|-+ZWV
zj@>Jz=MZHirt@NccZ2XF5-q0I2vR{2YYolg;rDVYTG8g68|>caZ5s3ObKx#uKlu+^
zitRn_Y1+|RyJ?)Wsy8k%iCm3s)dDF~U6mcznV$mZRVq|;veVQGgonh4(vN&qTfPbY
z);rdrarhDYLaIE!=Uqyi(kXryd`8K;Z5~$DrL`TFnSsjqmozxAtvTxQP|3HgzwIRz
z$Cm5R>9n>M?1k8rneNvZl}xC$8eJYsYmYV*xU9btQw}7y>~|TE9Bt;EZAA_T5~L|4
zr%wD;CyB4JE0BEUa-(%}f=Bxf<}1rownYt<J!92s1!-`5b-3G&3Obaul?it9u#(!z
zb#P@U0mqj1zuB1W4<8+|;QglKoty1r6sTf`u?3zr!5Sz-C?Vd@@l-ubmS1g_(N^CM
zdxojv6#86lu$qIRK~|b3KMHBudYGt{pyp}S0-~rdHbEsMl7ghDr%R>)^Y7wM!-tJu
z1Q+zGe?NJ5esZ?pmg1PB-L15_c4f$v>S`&X-4vBew<^(>?tgM_Q?4|XB@*JY=_uk@
z&-+Jti{QSwVN<_r)@ISJSZaEwM^~3tqC*tq(}bZeg*n#25*?nuG5Ra?%7bk-pn~eu
zl#4**kBg5Q-VM2JdH5*t$;pYnCixkAP%cY<lzh{!zSaFpv8z&T`iZ1QlV7+ZR2it*
zjLl{w_UP9K?8~0m@?U<2B*qL=n)5;Sg<JI+iY<GdGDGk!*;DEB)Yw^Zv{n-YGa*}G
zM`}eqG0KiG?52kLiA~<YaUS2)yT^EUv<}bk&Kp<3>e#2@e0za$2Or?Qtf76P=l6{-
z4X9I<{1N69gwxgV`seD@+v-uLsd<8xs!H@x1Tf_j>RMh(l<N+lcl4`410tLW32`gT
zRDzHMB<7PC^`qf`?OEiPJL#1F0NXR6+jC~2Iw!<^`IHA-ONKg&sgT=siV-fQz@}=k
zR?8X`7d?0<i#nv;7TwbYnuQLh3a0{6O4yYOOEOt`3Bd|&=A3c0r0jB%ch7ye{NXt<
z;)S~lmF;rkC6^L)d5elwR-JRxL$U5BV@paMZj@e*wnL1fX?@iyOLYRKmeWlz$Y3p2
zBgmg0{P5)S^w|!}lNJ-MB22nvHfr55!j4lKTxn`F>XB)(1L_S$SDCFWxKa>LTSZyK
zYHI74tKkn(F-=gm>1z#5Gp$!JG6vpC5TNrVV3XY~qmwFv)(HT`QBO?M6z(%xiiaI-
zDtUm@t*V`7b2g<Y6f7f5=}^rer7<z>np_yJ<ml81&UVgooxOYgN3U4>;z|`Nt>MSS
zB`L^jd)s*%&Ki2dXd!MH9J#q!Euf`nd1@uVf$aYIR>)9R2(0T5?Sr&x9J_X<TC^&+
z1<HnfjvH2*TR@jl@^z)UoI113Jx5XjN}hSQDl8q8%5dTmVP}XRv@^snGkI~$D|VT0
z+FZ7>t{V>Vqg9%hE=A3E)M)ifcC7-T3N*IW7M)0TWJxZvWVID?BNr03T=NhVItpf%
zr<oxVkn4Gfv4FJ96-XA+#BUt3>K$z@ItsugwSYA;QewjY08RJBf3xE1RfkKb+T4xh
z?WfD8AW|dKDtFU#2=y*yR4M_X`$nM6YP|JbiaSnCQ?IiUI|*^HaqSVDBg*UHr=FJ;
zvEp9JzqyxlRB!qf*FDP~?4NMWm0odFYpf;#5|J_4DTZltpNCK}5`41EH`|DpSYERQ
zlH;CQ5R$beun^c$Bqb?EFiMFT#`)Ei5tR-1H=<XnHtkLwR+}y8vY|+iCABc&ONDXX
zOUU<!x|O!HC2YI9jJT9M-j`C94?_!Ba4K@am`$TeDF7sI02@r>gD6fym<o{+zZPS(
zk_k79-w*eS&QC9peD%I;1jBJOR_bn6Ecq|%Q!?#J)@l@GFr<VBy@i*JCPK=V6*dHc
zjAMxCWH?9(Sx(z|KsE;8@8#$Na1Ku7?~r#gr^FA4Z~4MdEJ#1uw*|#zMVA(J$y}<g
zv3A#?xRiNJCDg}@8}@v4C2yDwCFfdrg|LJ)9#fGdd9JHULe{_d5|U2c^ryJ*w%)#u
zbqNcG-OiXwq$Np$QVB<mDI}nhl5UbjrbHYyrMk3Bjh2<2X(=TNl%-`USSV7G1Bn^H
zJ|GMb6b=UY&A0%Npoa)QzCa|EV{bJHI6n5uaU?IPQe8O%gSwj1G=(RsTm&f!&i?66
z2FIw#BcVt<aV>;n&2b3-0J#UuUO(`b^#q@S)Pvu+&ghieAcP~%N&Cr>lG^q-{o869
z6gq`@gpPpq%OG3hBHMJ@ExoZIm=n`Wou*Hm%zSaG6!Ojx6r<>r=NUQ90LQN9<G{G?
zJqb!#l7@n@<}ftL^OKNtJjcAk$9*rTVBp{!5FKk<>HW)ubpGkGNhce&5E7RMObiDG
z!wbPz0Et%NUf~3Tkf3rpj9`(z-3I#;*Mt|F069haPtRzzjtKM8%AYMiJA6UG`j<+R
zlO3T7S8*k3To*{k`?RMjh@}vH$qSOkPJGr9kO6d|Ev5M~QsOi3B>*KYC=;^V4Plj`
zT~gzDLWT%d2L;-aG65v-o$x;azv4&du+}OsHs6r2nGp#pF<u0=3D~Wb0vut({{S0H
zK|5;-Nx@i+FXnXeH$I<CFFOIqX*L(P&fL92k_S=;<DR`RJ{`~b9;lY2r$UgIo5lhi
z$qD$jQc|YK9W<yXJE<xI91BG~GgIb3Q9&pEsWEA3+@8^%AuY`Vd?B==N!TVj_g4k0
z4KSr8&oS3hq7>ee$`YV=3f7-A;DQQDT31cS1cPsg<@cx~(r|=;0lahb>2Hwdj^zSD
z0fj43&Lgh@K%K~KKm<55&=7_82{_LhDTOqxG87n41NUp)?Z!azhrE(O8#r4SJ$D)4
zsZJ15j5LF>LqkrXzRF+w#f|zcYUAQ$FGxdxI@s7H&Z!4%A;3bAFgj;OcPTjFzw+Po
z=^nGT5UoE;#lKt#OYO3xse~Ue5K{At_mX;ohR{M%at1Xi(Z1Qnco6MTQi@YhL6MC9
z^|Bd#B}5%Wr6s3GJwuHtY6k(t91si2VZo`V6s3RXI*3a4+X-}l+lR0LAxAqTk%Ad&
z(!DtH)t|e*zeAlzQSMdSuD}2QBj*xkcJj3BEriVgZSXtX2oa_Ao|+sPn2B_1i1K6%
z{{XpA4NC(VKi$fYn}MC!TfH)%o}2<&f(cHQ1p|Uy1Qd{W$_L#fbqdw_?ZpXNloEuM
zFQ^FxM{V<f3EKqcwlmv<B)*Z9RCLNpa5RMlOHLDjl*>sWumRaFnF&D~$2~YMI{kGX
zLOJQz24Y36*KJ1j_(7ZpZfv$&b%^riGR%O4Nsi2invE?8P+A+5!WNdLHirOPXnhMx
z906$oKpq!dysOh~yUK-Jt|AjKV90UzJ-(F9Za7k-Jce9$i6ys@DJXSlb-hh!ZAnXr
zN|cmg9hO`G(-xLa#5W|R6G`co<(x9UxB;UTPGuo1DCC(1;wH1<mR%E*6t55VUF&XL
zR4!h_i_a?c(_fWUrCyxFlGF)L)NNQ3nU6A&0t>6C#C^3zhaLRJY9x1&4Ap9FE|jgb
zfaS>{NzuHppj1f(Axe;(p;EK7lZDC_+p1AP03;MDNN_BKkdX&811rox3Flx;{8IC#
z+vknpZeJ95GL><+Xw#^dg-TUEEj9%C^o6+=oaHW%#F<NNi1g6I3zI#?y(bN)$zd#|
zCM_-J96Fp*lzS4Qae;saNdY6WMgYJ7V~$^QcU9$KNg4?K=or*g8`Yd+rlO6`0VEt}
zwx<{^rDrMy)Bg2Ae|bSiDbzp0R+T6dkgV*Nt-z%fkdRDSA_jm=T;4M%>QqTGP9kh~
zXbB2g0I159n4HSYM$i*5k)TKk5C#Sz_tKpXsViwI05u^#U<p<?X)5>8u+^!hBmV#j
z-v@s(8paz+<18;BZe{ie#sKoprL>XvxAwIYk9cDwxUDN6yKoilv$#n+>;e0#$N+Ug
z-=H98s$$6?y75dl2_QWr6a{Hf&yv_moqa>@pCz{d+gV8Wg9?&4^OVNDb|=no;8nNl
ztWEYCog!{$9b94HHSF_XY~xA}At~J9SofOWCrgQJjn15J#x}yrLyJ&hvyvQekX6$@
zS`rG}J+g$9gZGq?xcDj!L{L-&DNm;unIH{GQ0k^50=Ap)g*vC#(2p#PamjTR$X>aq
z53NLMeJ9G0a5Uts1vImb^6M)(0}2B<O#XgwC*d(Ybm@ZIoBTxeAWy^n*cK$R$RU=J
z;>aLKkO6QV&Zb%fw%PCd&uCD=DN=d>t8loYrMRW6?n=~DqITOmlhk#<0FP0|sfvk2
zh>{XO!7WNCj8T(}`GsE0Ms~?@wWyJ$vPlDy)9j1F+ADZ;Q>jpBX*kPiI4>svX;QF{
zL?~fg8KUv7^Cx0{x>$4=E_JZyu+VL(+VXMSG_#c`Xm3`ZF<YRW_6kO=MCn)D3i#uG
zI-**m<VSM_TjgY7K}iE1Q7dnAoG68>7%3^i1gyU5loVW9Qg8<601ki-fg}D9G4SJ~
zVaX05w%RT@O0<TPg_3f61q~_PMMWTil@*K=!si>>;v{V%{(6zOo)gMv=kolow44qy
zTXWuhw5dlbQ;jILwGcog`>JS+owT%-D?NH(OAvjjDsiXVX_PBU-Iz>f(xKG}S=NVF
zjlvsIaX=I0fC&LhP@)1{aWiD3Z5b*ljLFYOWF=UTMsiz@q#*7~`315LOo<PudCDLq
zAt-Gr4Yb-igtXEETS7aHDFH{`B$J*Sn2n%mZg%q<7#(K#TMce`Z#LBaSKmW}bwBJR
zrZY=IwBy^}NY<mB%uouOWjMhO1vviz_>$vUDBuE}B}GeFQk1`Vt12p5hH^>CB<Ccb
zso)wPd9XqpQb9Q*IZCtFQcgmF>Oz4T-x=Uwaf}abXD1~=5tbQsM1VnYI#$bRCpiJ2
z;mN>2A$%xbNjANJ^7{RBuqJddwx$P39QyK-PBubH_ZSHn%E|W<2q$yCNdT0Al`8}!
z6So_OP}xvm<w@C39hNrSHZntC^a>ep;QPtSkOMiP@B>dal&2*OxSwYUz{V1FEs{@l
zt<bd{&gAjIX?>xErASJ$21mHBT?)ZT8}&iQ264EwUqdtZ`i@Dan`(ZM%j@N)9<D}Q
zoU^gHpJv{?=H=tu+2w^Itt0zW%eXgdmW@K?VN}U2#$Z)o`L$RPqfV0!df#c5nVam3
zr<rXBT_{A?XH)C9J;6}7sEyEV>9v}y`aKd%*Xk&@D3a&C{W_HOW<gBZqL&TEVEb%^
znG;mcnxv`cbd=O~GRTuHW;9NSAv&IvQK%N8w7iAy?ztg&Wuxw`N?w-Ltcs7ElrYmG
zEJl^7wi;17jtKK)DMK&5phzn^QjzX5hLAMy(U&<{CoxJ>1gN9{NwQ>suMq`7AeaD{
z0w0{@2!w=%XC4upk`f3jjM-oU0XadE1e1eh%7Vfa)j!W=#R7+?C<U$1K?`m&6kA+a
z>drN4T!&Ns@kmOGAh*d^R@R4e*$cwSCt>BRA;lg40K%0Ij|Jgls#F4q!P`meoSj8U
zQn8#8pm#fxMmn+_SlvlV6T6PDIuM;fBi;b(R&qj86s7b|PH^y{^e1t!*4F|jl-_XJ
zoxGygwwqtC#@G^+yR4uB7ljoCWjay;Qk0-b000R&7~5_55UD6_wKB><D%2g3m8EV1
zN4VI^LKz_-;YjlqRCSc64WuEcx|aNgRfaYzOQ1L&Qb65kSSSG`650R(Amb`?Dp$nF
zVL%146M!<dR#Ul9PE^~TV8$|VlF$IBrb0=aZhltU_tWx&b8Heugzc|8Thq`*w!YzG
z*B>#F^T^-w>GA3!EO+L<+-R-&&pM(Igp`~R3Y4X&l%=+tPFCZt6rr>wOInhYl?`J=
zGhRe^Zl&j(ASJgnvU7q;i-kry5Rj6!t;dj-&=j?lpkx?IbM|Wsfe%u=;ijQeY<})m
zl?9lwT?B-{LV`(9A#+?vb<8%FTSKIM`GNW2b1ElmdYfBch!MFwiG+%}>G7SUQ{@>5
za3K{b%TJh@Wh)EzNQsb@7O9Ong&mN&uB9>_N>GUGutr~D!-dBQI)3vGDXgnt2}6P8
ze8Lidt-2hN1up8w`6D1DcqCwwMhPTj<eX!v<L;oLk&Jf1+id68<FFuSw*ZSrD|uUQ
zh5)iZGIc+CV0s#9<s}Tfb*(`tZPwHjr4xXJmb}oSNdOfF#z`kg0Ff^=>n*A~06LID
zq`w_$c@D4qDGF$-3^Yf(sQc?B#dU2c2CwdDEsy%!sKdF~#%XB>$~{6~bqXGC`DwG|
z5EiFWfPqR$1Z+ldd-`mlxW~Zodj0x(>o>mGc79{eri09HV|}-`a--1i+i}zK&%-->
z_}x03SV9n@w-geTqa{jGjuMoQc|?*xNCzaGaQbpPl6MC=E51aEwJy`MphBwDtCy9_
zA&9iN5U9~nB5GnPQj+yTOFndB`w;xY8JATd^4bzLZFTasHXW{S)@u=}G|835sCL7M
zi#7|@HfF`C%VOxJu~0^4QqdBg7R%^ywXr6l1;-GT1f;knXGG1EtwxCfM45vC5M%=)
zBIYpO`MuR1B&6;Fl&pyaiPb=+`Vr!bVWX(Jm~qiYWoad+Jo=l-IrHiXN|KgRuu4?T
zJql9@Ae62`<vf)s4mG5uF0BCRQj$8TB;_jkfOMZy6`j3v$2}-m${tQh`>ul8jyF4<
zO@K#o;Om~7@voNRcPUXw{{R|rq<r<GD8}GtS6#858X_<AwE7=EEwLp1{3GKwz~^Va
z`WR*R6#H?SQ!!BDmQxj_y5xm783|HQ(j0x~pIQ)*mA><@EEg7~9`Y2!ZK5_EZB735
z{1i9~?g5k^_h<JF>1#<+i*I?uePodEbfs&Q>Qc6$q&uNwDRuI!Mqu<R3wH}~83eG~
z#C_aw46Ln6T8fI6r723z<dc;XoyjL8ob}&?i`u|z7QMFeA3k_rzlH?_4b<DHJu#A7
zR{ehXNZ8~YDB~IFgT@f^c_b(S?vh5N^alZ3r=c4Iz)eT8j{9%?cPAf+;L4L3Q))3H
zmloS^K7k?RsE;Nyd3H<Wq@9?KmmVtW5`&CmAx@XL-hRJh;e!S>MTqd}6x<C=#Z^XD
zG7q&?{I}8n0CTl96wpSWb$((_H{$O;#W?DHUL@R)O?smIfA%`IlaDqt0ZHbf+;&3=
zMyUiPpr)H8ER73W>3JWzG-FVyxlo-dV~sSSCHEamYCywHDMQL(D?v+vwp&UXLPGGA
zr`^Hdi@N(66qPH)X-YJa{>X9yi5vd_wF8h3yg$X&O31+51ejd~O&Q-QnUU`#+(_3;
zY2|DoAPI>8K+qVl8iRcf_Z;tw`)RtMd(W7}?=+H?DdrwQ8Zm?<DFG-$V1%W#fQHfn
z5)v>tTvDYKV<!Xv2si`Kr+(w%zu-7->9XZV3GyXKXJP*7_fdn8dZj}h0qfWk+l7=n
zhN#d5RS6F62@)6WIVmb2VesHMD^bQUbsfEFkYWT|LL^5(K3c{hFn3q1AJYr=pD7(i
zF`l`{!~JoM_%Nr$omiG3!AF|uN|xbL(9;pwZ{Bu9nGTlOjTw}C&c6GIX|at;2ZG8>
zxwGT0bwS#68Z1=?<<(`=A)QWnX~Z~5X@;aus5pQNaanOXN%Q4B9gwLB`%>l<B{1bO
zmqvpEjjbzFWywv{Di0u|Oq!I4ve`q50V^@#genv-HD#nY@l=NynP$LrC-_aZzPHc|
z3z!ga@PvRAvOv@bAxqOuKu`I-08!Ca<$eXWhaubVB5hScO-#9T6ox{9OR=r=Je0c`
zq6tH_R}hKPQ|`t@CQALK8mWF^Dq8YXNhGT~oz8RLeB_<Z`P)1qrd~8wG90JAMsfsd
zfNbQIm4Cj8EMo-$KjIorRCQ!09>1um%1aei0o^4li7yyH+~?UfWqBWYI7UA5x~P=u
z37g3#cGe`vF%UUn6)PZSNCQO42@@a1xgv8DGjd>I#;FuYisL{96{Ljx@$~fkzJ<7Q
zoh~s^LNcFJ?m#);)E}03_%HitpMIr1owxJpT5<0H2oYw>&$>#E0agYRsN;e3+s4wA
z;*~1ljUEyT1gVcft0gUKD#8LBf`Igbl#+%TaYcE~tq65(r+P1aH4u7q8_d|=Ho}IS
zI|IFnd4H(+`A42LqSL3;pL8};9wamg6&dms<wb!MEhsW1If6=*wFEI8pt&+$C}J~C
zy0oCUj9gK}B9TT^lu`q!acYp;P0gu1*wTqpi$!`;l__eA1U%~y(y{{Hkf)@)K)SU8
zyc&x}s@vk2!3%C0E3~%d%6Tn?nRBAamc*y!lqjVkEEZVzqef0cg-5d6iEYu|tkhBD
z!Hxi2hC*aE7G3g^*j#lu-nBSF5H*c!Izi5OP^74WND-is(r>?BU2uge11L(Q>R{hU
z1E!vH$}q2{P9sQGPCjGt-}E|Th3zszm!qHup!l3))28F+^vfA%-4y$=mu1n@D6+%B
zrwg%PXlf%;aHXIjdXfqERIFg+4!k|oCR9R686!@|bLu|6oAlyj5J-b#$}hjv3`F2C
zL=Z*bkEqrl&K+6`LV`}6$EN*&_!HCP^6$g*Xi;Fj7F}|<;^AAgpDfOjl#e=Gg{4c4
zNT&sRu2g4eDQ~NBnoE-3!z`;)Rb<c?RB>)R=z&Ur(3e=Myp<|FIuKAvT7bu!CFPLB
zD5*YVsY`8?4a$;zblwQ6rad;A+Th!?kn2>cc~CALXZO_^>q*f4PIi<4c|eB0Dogm%
zgofiV6CIY29->roAi*M3q5Gin=AtG!d&bZV2u4JQTu+943DB)W%HaU}$9tqgq=O5t
z@p8XBNGNI)2#g4Hic<<EEiRnWmE^@>92G3&yDCD*oi0+{lJQfHD-Epq!9<Nfj=0+%
zp1pV6bk5y4Et5MW;PyM`<NXf(zX8D<i7HVfow^UhJ0FnW@*8mQ0zd-5Sbg(9Gl+>(
ziYhWmGEe2u0RRmEu*W&l0*UF<0D7O+-Erx-;UP6)S;jJVKRg_KGB6LQ_2AM|<yix6
zgJbpY^8Oz%9-mEet0=Ok6CN`yIWD0wz<j7sW27!bmp2-;q=dBCP*jNvW;<DR)Fi~U
z4Q9jneSR`Lv1OEzYu+t8o>uG6eeta*id<)I2@2hpOnOvhm11o`Bq+M1<Rx(F$Xjp8
zN{LIaE-Y0fw)>^BW!{%mPcd;WI^1_0TGpkrRhrt0*PTmIL&?cdCs{j@vD+MSxN7Xr
zloJ$r6!>k3wCLo5S%`%wq_{`Axe^wo$d=#$IVIN=kdy==DJPu=uTRJM{BV7GV~D^8
z<Ow{*z~#O9_3{{>F%|@XIUP-;?Z`mr4y58n*q$-`Lvr*Xie>Wsa-7}(q}{QbxFLk3
z0F*TRqMD>u@Bq;gqa7IEPDwmUYj^D?=0l8xR;)WVTlzpQ!g94wNmfo&P~`dGgRs(_
z7{+xgI2C{pO0{78KAUy^U+2NJC;Wx%Gr!E^)AR4sKZFaTrErxggc5ZiWuNwui!ImI
zG%}*4&^83;1Isv64uaUU8kdhgVb@Tmn6~X|TxEg^8%0)2r3y$M^UhQoZCXx9!wKA^
z5OKar=9l({(iJ<dJz3fJQ?5se4w-Pf0z66_2LfN1#CM_2X|>eqNOmAwtU9$si7B)#
zDSIXcS~1+NRUy-o@3XS%%abLmbVGo`RQ%a%PT53gt-9`<jbsD^l@1+BozjWbCtQrt
zj{-Uwg-nZ*eVUmK31SmRB<0T~332r&{p0I#WRjvvrjna7Qif81pAwXktlENsnq*3^
z6QXa`u2<G~OIwevWk(`XthsImVp9Mdq69z$s2!sV$LKt@n591CJI)%^Km|1_HBBnQ
zPIB6*w3EApW8VQN826NO!3{#+<@9h0YS&C`s0De}wKhv=NI_9onHK0S9H;~*_c-5D
zh#5#vHD2>nhQ@MxWk=H(-)wcj+avJfI!p49q$5$!x<>nFrcYl@xBN#JJF-3393G)w
ze)?6fPI%4l=iX_hUP#KM4Zr27KMyY~19sZAYEKp*-jH=ECk@mnw+uH2xK^N6%`$5T
z3Iza(1SwrM!ibtTEh9G}x7fICr8<>;$LeUOZ-SzA)Y^oE;0$i85>k*g5|PG{L@1J8
zlcW#{K<U(NleXQxGq!j<r_&8yw+58ciEG<u$B3s@l8Eg*@=)xB<NnS&N?Xp8vQUL6
z_u&c%8H(hK%90|{s6bATbm!%V2SSQa8v!aIJ{2rn#Q2m{bvRev7F~I|RkcBanq21?
zhW&1OB3u+14kn{;DYu!@hN?xyGHu8dC(xv}TT0(~L2B~>EY(uZyP_becGYl&43#%c
zl=3h^P{NvNX*odE)cd~h%6H&(>sMy8UaHhtZA{0LG2;n^oS3xc$YPreV`7MO_M^o>
z0O1WJ3=DAA&XnUyD`nSORtVIG7L$?+Ny=0^ZSvcuc!&oAQVNse@tHv$B@$F5DCs%@
zZn&^ZB}64EAZ17;K*~@8K>(*xkR~lU-yG({sIsyoz?mG72oJ@5rD-`J;lw21;NbK)
zRx&|67q&8b5Jx~p56|=C1<P=-K#g!#qXe9Q%~Eqf5tM=gA4td>1C55mZVcjHcS>}X
zR-cj+?twj+wG@%l-bF!)C{{C{cprP->$p68l6^@30Ps#05&TLY^n)I`g!~3MwAoQg
zKqRSYP6p*gL=C#`ayG{gFEyiSyQ`G^9Tetilr*JB?xK%Ir_zEklYk6Elz;+#FpvQS
zk8sqg_cgmolLp(Cnw@fy1xsDAL1pBLGnkK*y$%djq=4qE`GYC|sNih2yss!z?z^5`
zn@ZfCmuuB!CHEI!i7nQ|`6+3|y8^o%qT`7PQ;HGrvz?L(cx0=*5{b%%PErrNqycl5
zJ=3oHbCMI>tH%LOqBA6mp)2K^b&F2IdPNgL(Iv!`ZRQ>DI%JQ_;C^@~94n|1-k{d#
zb?EW@_0g*I>Z%%2w58?K<})oVl>kao;+fD-U{Aw^!_`|=*R@NtUS(Q_4Jzc793NkD
zr2?!@PD+SzBLDya%8I(0&5bz;LSbCc3X+@^&!trKA9#?YighniNx)COl@GpkY>pqT
zvZ^BX5f<c4uN<}Ih>Ri>7LY*(ZXkj$a6ZSTFXNZD<pY^^g%<O+<azYk%tqhxmQp0Z
zloABGbk@>OlQI+f*nP9HDGng1rM9&#IHcZE^A4xVI*FfXT-7$<NqMzZXf;|>QYjTS
zzzI^Gj?Gw>q#*z$nUO;hkOq?BXqL^3S{^I8U2rnXb&2m=H3cC7=I2I|^ba(Td&-={
z3Modc;K^lx0Uq+ORmV3~!(U}Yw1v9Xprs_KJrn@BAH<MB)WNXqD7eKnLI8PaW#IsY
zEg=gw@gYRT{{V#CX?<}gIL;IFo3huhB&vyVQ7YI{kfhV<kfpeVpy6$}+b=D~+(GwN
z+lflhphA)e#|Qe8jO1gkaxsi&IqB1Xmi%WBL4pW8h=cGr)(T3l2q4@LLAN_&?+qV6
zD%7ecC3&Gxtp=4&MU!8Q>u)42x1OH?=n&W_KY33~lO3cEp-Kc1jD?NGdD~XhIWnsE
z4HlRpw6|Om=Coc)5R$cMhSH3um84`LrqrTv0#10QKNo&2Pczt&%iADS#i*%~o~%|T
z$9|e?354)^JUBG>G`h_^OhZx}kt`xqrx|GlhM7t8ZBkP>`=}`dAuCBzjer1xKqk`~
z4S55KHPww%u;i#06on-S7bQeMkTw$}>9pcGS<RxOPP%RKNBu2Ac5EbLV^N^2RhZHV
z16txWJ~9tdA1N8t!({6~XJOaZImc6se=O(oHMHyMq1PyN7ZMcIN`z&|ZCxCST}yJ>
zSN+S8l<F6pgPa`aj<;<&R4a<JNFbELs7Ps}xC@W0t}}_q-7d#lPN0scSUnE?NVAF?
zECmlV!d3Fgjwp=HC11d$AoL3Hr{-7k9Pmikz#6&}pV#?z>A}2UG5|OS8+<q0=uf8D
z;DxtI+yjjN08^3E^moDF#hD=_d~@{t@!O}N-)<ztcv?jOqz<5V?eHh3$3IS(;dJ~#
zaapn{?-jW!-w!MeXZQB?NyIlHfO0+BeM!{1fHf&ds>o5palj45K0sGO2qffWXSwN)
zx%zhDdu-NINvcGc^Ip>tDpNHG+O&yu=_yos@l-+E&WhuRO0Yb)G`O581Bb#?nTw=@
z=N5o}%p`f7L=>c`gQA925>2FtGaC>OG6W1)=P;}~<*is!8I?KeEVoOLT=s{YWwJLB
z+zW9@ON|0kf;T|OBoa7pRZW_a?>5T70VF#PBdGu@Uq@L`&PP#$)Mo^PV*J#!g5uR_
zA#KTJ1v2T<kesFV6cZ*4rm{&$lNoI+0(Atqq$~rG#737$E#V4A6qRFP)A{46!T$h0
zB2o|tF#%UeJz(p${cq)oQsa>YL=>E)1%D5hnE7<WD5#DE>0Brd=_|&#ETn+4Gm^?$
zCrKGjNzif<0Na9x>CFcc`*f&HKHAXg9AR|^mW87QDnUfjmev*m!jgfdKosc%96rgn
zi@3rD4*frmQ@}UvB0(hpV|~(lZMN9-{P*HA+75;fG3oc`et3{PuxB*KFgB0N^}|bZ
z(V$joiMyMoxMeND8s>`*Qdm@as=elFsY>HX9>-g43tNOXl(STBS^|*U(NMN}Tv}R6
zyx6l@N4>FjJNOyfC)uNdKmZ+pQQQIdc$Cnfe#)G*$!SkhrL?$JINhYcc%#iu`9OJ<
zr4l1JMp}}~PLH~HYp;7fbSj$SDEZMJWfLj0l9HCEQ{-gFl;2U<w)!_L$Z6(R@3we>
zNG*^J#;H5UDc8fa?GQD^z~FReftWyWKmtrctseOo{{S@Um<(SR**W%Mczy8cV!`nx
zQsvAF&px@t(yth|HQ@>^UZu;cM!bYeqT5zO6B~J}S*naBBDYzU1r1gu$f_D-*@~yr
zp~8=L{W@_GJS2FHvbod98y4!M%!=Jgg+--Wx4jXSw3$}r$wa2chdH&wKuX0vXOx<a
zCDb;QNT$hTwvh90Fx0b)Dm2y`lM(i$$8>6K=2jNk$3ulAk&t#E?g$`&MmXjj3Jxza
za+0N5APbuggKn3{WWtbIMnz`<2pP2}!U!buz3(8%#4h_qsAlBwZ_XMhNLiWw&qzTT
z3ifVk*%I-A)c)gdjyUsQ2a?IAz)ec5><Sez8kD+~Zd^)5IiS!{Qk<7iTy|0bLV@?x
zNkIW87#@ax)!W+Q<=22NeqJ`6K+^6CLU~}CeL*b8khrF$&Td`OWjNbXnt6iZg+4-C
zTH8@+#U<9tTtXB)EL|MLysw##PrR<m^~)tnQ-O7gq`8T0YFS!?Ek5d*j*V(kf*3<+
zNm0T^c#je(S$3bkc(!V{Ieay8^_QEd-p<~&D63LMHo&E>sM6dYc^|iDDxF3EbS|+f
zR-Htp3n1b+US2pPJ?#+rYs;zyu?<CSF<QBwUD0rPSi)Qkgu<gmkO9a^g*6B`(xqcO
zSCpyXjVW*^2RIuH<F42MoMWf?mKh|Rl@NYovHpV}KD{_FnTgO1x0{kQ(@DOU-q(Ka
z{&RBz{#uiG-gVm4V6QQ%d-I)Uj>3Sz5$N$t6xJ{fKXnl#@3}c8u9ID9lBA;v*;(IW
z2;AcYjq|_2bl)h4=dB-fo}_1BM}GeRE&l*KaG#ewWc$kBf0hTY^*I}GVMN=dj*>LC
z_S1Qd$%s0vR}~>E_sJWKXC27+40j)gZW!yOUT{|Wg0*zpupYVS2VR@-xS26J6b9t=
z>9EcZp*hDv^5L$yXQ2sR2=_q%<Zq1i9-D!-{1{Q|8s6}20AJT}JK&F(oXEI2HO#AH
znHJQE5h@nlRxFnl89@%a2`{#(OpKA20#F@cNBz{4H0T*X<I<Oj+ZvJMbHg>e;<J~O
z__BGS%i1e3`GZcRv!%-QsM{!-x`2$5R;ALTz58mORnn66QUbikpfHB~v?^qJrFJD4
zyvr_B31zjsR8U_bN<tN+92W>ENB!AI$ln(!_HTH@zq~mMyO)uhp;skNw`x(Sw2PWN
znY0R|H&Eo3+j=x<aUFg7aZIGdjHiQ3_Lm~OR>aK-duuJNDjOS)V{!Mr^~7&Bmm6AC
zEJmYHMubJ|Z?2PlF&LqMxax@|X-b<~orR|!>zK=t^Rfb811;c?my$Ypt5+QwSkhM0
zDZ+^va|9?WAwcBm!N&Li=Lb2`cvf=_qSe`2l!y>1NvhN&)?-7bu$YwCEY%)zVq#Nc
z6{!(nLvhC<MPN9!Fv|#Rtz|ltmQjvc_LRIFT1rtNw(>$8P}$9E0}Z{n*(4>vMnElt
zwv_^us_>u>#A$s!ck{<Mq^Sy04yh$JBtVci)LO@IH3uAIHIbZ>F|kPa0zvg4<QxvY
zGmuJpt5^M(9oglVR_r!bqT2&6%4rEWDQu}F*IB?idN|rh9{Xcbkjy0ov;fLixL!T<
zoxo69vZ1!h3Dc-{Bqs>Uy8+CpIa-c&cNsa)T$9xH>FPHE)0sI*u^&+zK$zF{!ZxCX
zp+JcQ8Qb?o?>`uu+W3FGJ4&H*hTM9y25aJ@O`PpIw?L4TwLXs_D_^piETvAZai_44
zX^SBW4LX9h(tPG0N+(6J$+F{3tr75?4Eu-P1Od}xPCAl$e7L7e4&kkGUzia2foil1
zFKLH!(Uzi!wc0A(3wjiU54$0frAVeu^47Rgz|N*zd8fT3cyhQcUT;~{8;;wS%(%5k
z<;Fr3JocnApovf=v!_&P(45rNmK?&;Qc6KWb#ajMC8d9qn{yox<aZe8Dc(zo%V43X
zwfc{{MdM60lwL|Oy#;Y{Ndp=(I)UkphI{$~FnDvLauOt_LraE`l>>z6Nl+)g2s@9+
z5`6~~a*@mQlGpcSrDIQ+fRK=)Ksg(36nkUw95@oFcD<!blW<+tS~asmfWdlgUcEjY
zBAFGmB&kK&vz=v>ohd%)a476BbHo_4AZl?{_a}si6*R1vX>D#NKu~QUEGs7}!a!CD
zAdr!^+YN^F9|e@w+CZtqjZg?}*5ZfTcM+8GLS2%deJOTE0(2?Rq&Ac`lG?NdaIojk
z+Lhs7mf~#}myOi<&2vTbBQkBYCY5KRN=B5bMbl7iMpGVX8FG<LsD-5}((dV36w}Y2
zv{S^dI#Bf@6>2{#?I%*EMZL?hBAX&hDgh)^u4i0wyD3Xf65?Y@r^Rq&h`@0=DcxLK
zC_AshJtpQcU3D!Y#L48CKN1N7I{ISF`Kwa!{o%fz+dRO%t$1=6Y^|GgK8m$^SqTdA
znxfNFE}(@Gf#y2HOoadx>PXKOAI{Gl*5!V6Mw`j5SjLS3)}Dv^e)we%IO-i56!c4O
zE6QOYjF!blRD=ViYl>8mIE;3;DEW)c%aJsT9@V-p+m@o?Q_!gJDiz9?n)1%66Q688
zrrJ`nw<k<>4L6k+T}}#&@w0x-=yq{tt>UYibY4+LY$4;z>sc}HernG^_mvUIkX(9+
zZYkhGTbnvm_S#a1n-~C7#NEp+32|AEDdov2IgR%=h}#v#L+;3F5p8w&k|SSSSEntf
zUh*qWiM3Yd(&{s$&T=DE_;FO3^MU}69jI~I@|g~xEvU?+N}N*EoP`t%M&;Lnj&NUe
zc-L*q5|PR~5oNV1_vW<p+BC<bs0At7RW4u^s>8ttEVmL0SdyR;B(|kzhj!P$`7Ov@
zY<Oqn)gFUbWeSYnHMy2szPXDa6r?U}Hm9X@3wA=(3Xt748;rIBN*hVvhI;(wW$Axa
zovvQjWoqcDsH+mI6XZ-Rg&j(6D=sLp4V}i8BDB*f0|`I?02;ih%F+N6skXpa0y%C@
z*1~=Vyii-t6%YW*ldgv9F>fJ<#+^s-d&pLkA~hDV;$HKEmm8|yD0<Z8WNFC?!r|JG
z)+;rr&AEjsioE4Rm7pj9g#d;lnEpID*HO7`1k&$m7Ci#ju2Ur2_N{`$Hhry1L^spy
z;fg&KF{8>Xr%FqeA8c`GPKB*Nl&O%pt7>tF6Rh;>zi>tX9SG70$EU}Ln|{<V^GnvP
zXme5uR6z<!1RUoh7}$;e8OIeAwXW(>Cuy+w3lBkyjkJcq2tW`cc|K|~dKnUW40;l{
zpz?pmjlEBD@p6sIzY=MJ#A-h>VXz`vT*7??2#ZX<A+(iyEY};<%M~VY>~#c~t9g*!
z6;)x)K2UQ5lXqm>BbgS=+kUwS7aDoQ2@vWK6t%X+Qjt?^7?pZNg4)9p<2tPcD`8=`
zn06`x@-Lfm-i00oQD{rigG{peFqBC~fRq;otR_eq9`2ClGMp@g@oe_bGHf1qSTOlV
z;to5t%W0;ZZqdJ^pucw56Wl;<ET&}yIWBc6h2b(He)Yo}Ej=Eh!)!)o!xbuT!l_a=
z=ANQ;1Cc&ht5rsaWoYm?MeQh2v;_#)kpgCCr7AwcVvIPiG_NEEj;59ppfl$y-6I8A
zC<;(M=_w?Du(Rg0+<C#j-H$yg^7EY`4Xrz<`^xG-C#W5^20(a>@S%P30#j4oRBO|g
zmB$kOtIRqMC0q4~kCl5Nlw+;oMXRZ{)(lxI0mU}z7;-{ec@4rk&G|^Mgs19=s5uqH
zA;!@XDy2SD98wn6gefRV(zKMi>Y8b33I##K<%^FH>nA6RG(iWENZV`8z#{ShCmGbi
zO;mui<RBEQHqr!Nac@#@%t=^NOS#fied3(;C)XW&?YFLX8}Ou!8cf{{pb@NrlaYbz
z(1CzH8~Sw`a;iP4d(x@ZdtS8`w#4-imr$%0-bzwjiy?;!T#GTCU%iVVq&$@X08kkd
zGSuY>k{NMrkT8;0q#P1I4132103C;1@sdFnA`c^t<iP?ofNh~Otm|m?k%*K2&z_RM
zHED6zR0ciL5HNk;cQ`n~1gMa6ojdNEoorWaN|ZX}H|J6(Q)DJgDx@E1W>hEII-7Ne
zqhaP&l>wz~kU&w+MnSc^XOmEpq?aRyRqo)dU~aCXAdQFd*y-WGsrY%ORiG$23ALd~
zAwZyXBVa)XJr7OJ`}QUsh>^*E81~)APdu*iI}vcHm83Tcna!$YIk|D-AeRtay691u
zc@D)|$YxDKogP7Hg5a3}@|DR9CybvB9vLYR;(xL3aM9=9%61F&OK#C=75hf13ZfS_
zB-bjG=i7%umE|qjON6It3v~)<u}+2vc~Tzo@PSm1F;3B7H7Ww0^PHwV=7uCKT9fAL
zX~vezsBL8-<`&z!c2QG#LFU(mc`~WcDQ(isG(>DDNJBZ2sc&J~(wr#`vR3=RG?G%c
z1UT^-D^HTGMhsG<?ncyU)d-UzGP+EJxCG?IZ4Xf^?0HN!mZ}k5Wzil>ZO3Ubq$LYO
zBmL4NElPN<tPW;#BbPqaN55&2Y8K>(Pt@JF?xLx-`aH%Sn(}BBk{pu>5Y(l#n2xR3
zj`<}q^82U>w+ok(*6%E>sdc_#S18mAZW~K7Dz)d?gB&F(DlN0;DK1EqppqJk7(F57
z4K22{5CuQ;<Hbdq>S~sECTIe_!;6s(SB=k4TXf%NPzesvXfEiK>)`4wOq#f;2}($e
z;#5ZtLu*>RGsw@nFRaAP<6g0B3wfkAQs5IRP*C^GfFSA$L4yQtZYFS}tzJ}Hw$g<W
zt45C&p&GF&Ok0u^y30}<qe%0lCW5GP>M|iND-XTqGbP4-xdY2%%qdcmv;!<h2U9>g
z@E>twNI>c|1CKm)`@tK7sih8$A1miwZb1=iH5Te@B)H=$5n{!03wWhVG7%l7)29eZ
zTM0s0N>jE}HE{Db(^(2m1Dj+YxtwlBNIiDJ_jc|v#<M9XX&~J~f6W|+I5W0{!HqG`
z)jA5vNU;J84|qnmz4bTLbe%kfJG-Qy<4&SIzyKcVQ;&BCI0yuG2_1M6hQnhEKyw5X
zxJDfV7|IocfI#T2Kz0D03>j(1f%DKx6OB(CB}fE}Zg7?7d?N&u{n7?_Ff2C00;6I^
zajoT~`@XtZR&;eZab;N>qe0?Qb~ck7`ELVh5v}=Rp(Kfs2VLT0n7P#XUUb1&fq)$=
z!(<cXsU=S+b^){09A{Y}00MK7gQhTau$3}S+ZAe7dS!bk9QGJU$RuZe4U-(YtwgB+
z<0@HEN|oFtT}rpubjD6V;!^m1@Sn_%e@ax!L?$h(76Q~O+{d{J;81Cduma@>t|=+~
zttp0bwMB?RTEG*hLTO%a4PI0xR73%}fgnW0-rT&R@&qAnC?yFhQGpjcu1wk{6`)Ap
z5lN_WUU3YqhaY*uLv6-y&5+>$le0jT-~z6SSpbzB4Dr<ocOSY>n1qw5w1bopoz~uU
zqye&*(05->EcW~H4dJiAowaaMJU7tkoY?0RG?@_UJnFn7HBhC%s5rrC)~$MZ!!9si
zQkzRqyr?TcNtIHrAdr?a+~&83{{R$J78~aEvmcV&)s)yHn;fpDA**JwE!-$bzN{A3
zmX)c)nKe6g=4L3VOI&i41e(IJ0c3cx&6OTPa)>$)<$Guz9K4x=lb`rSgxG);?vv-~
zrJ@{1<1*?8m>rO#q_vz!PEIhVQgZsUk8~t9FbP|^BZpG8Qb2)8q#;QH8)f&@+ESFQ
z=WsSkJ<yc?^9ch=b>Sli0c*@p2^`bqym<F)Wl{N?%O`)lz~*Nzq^`L@dNV~CMO87{
z6KFEfR@x-9SBk-9<teXed1xsN`7S>2T7d-Pu1d3k?w*+^IQj3eCo$E!m4t+-C=)Ua
zjjS|?gEpRe;%YV&*;ra~szN}53<xBf36f?_h!)=hrcOgKdX(WKeTGIckPdsD{s+^B
zF7vruWrwtty0R9OHrOgrSsBN0k+;01Y&Q61`F4jUq!8LtbmM$%Nh1IOgV3Cu;N*OB
z!ggOP<jGRk?B&$uMM*8{&fBPr?nh5tjj(v5jWC$&%S#J%o_#s$aaNbziB#r2X-zo}
zY`KfeRQS<aa#M`qTGClz2vU~dDGOW34Y~qy7KEb#11psrz_FXA)aFoYPeZIlYE>$!
zIhl0kUZ%d3$!eiXsQF5e;?T-k)$hzw6s&4s>qxT~7@f<TiOQv~T6WmEqeoF<NnuMv
z=u?Q-2|?Cgj`}17k1>bP>K58n?gxCbBu%;Ff0xr}s<FIIa-f=Ilo*M>Z7Of=T0D0i
z9!RKHZ8<I%5T<o`{?kl)O50irnWnJdNd_Ja0w7;<0U`|8>L+-y8tsbv6uxlSb``aG
z+#lKd_RFkAfa~z;(-Td+t$9<Dml>wHSJ+E%rDzHZRN{vRlC`i<wQ#75&F)^cMRuto
zu~DMTjHqlmYt?BJ<ki->F0~D$(^E^2Gxn=!Qo`L_bS=i%O5c1okWUr`e)uxwCqMZx
z{m;q%e_5u`qB!k(WICN<Vr^jh7+M&QU1i#g+NG~l)U~wR66tD7k7z<^;N?oF7dcOM
zP@Z*kiQn2vG!VB_ZPm0*%gi`d$|&+(W;~{0KY-g!MR^Ko3QLH9ta%|c7n7!g(qMe>
zsYzMN3PFNpN(mMO#G6To19Cvb=tQ}c<T9BEkr=q5;*j$$Bllq`G4wd0g=*H~me%0~
zwiI-$ZWOVuW|(8mkn((%(xtlM2vH3n65uJ{D<Bl1AmM6KQj?Rk9JM*GdfM;12B!3s
zM_bP#MJnuV%8j-#`Adk4J;tNYqBP^7X^h=LxDm?2LkoQ+8G94Vt4eKHQcbB+VVSg~
zvss3U@k`LEdfJee=`XGuh*WPWv^rwRZPh3^5`fYY6t^N2q=9)N!&oqMF?c!{#BU`{
zr9_A@V4W3}SxhKMDGEshrbUU^;qm29iXLuqiso{)X-}rqY3hCT8)D;x%!o1I$aPLX
z4wq0vX`4)KXd$(nKEWqi*jmXYY2t6jCo}v?F-)P<<HWM8ifSXgEc<>->W5USwh$ev
zR_3TM<xNOhN~zHcEy99;7KrMWRV7goPAw-4jckHdlC4gt9Vadj0ZyGe0+gjYkex)5
zAg^0G!io}3J?vzZ?ot6da(#Bd-1Z!5hESCyK>!;@;2UZ-K9hY(#xkFENhvEN9lCPz
zu(k@96+t_p1t9+bygA!A+ua36B;yz)b=VAy<K%}m0Fs?4-$+TydV|vgax<ucGI6#s
z#&Kj!2{-BY^ylk{vFMJOY(_+O!!c5IBq$wOBT>i%5w<XJGmPv9UIfXZH0#T4F^b#;
zEd=QWC1okXK_jY4fG4pebsSSIzxJ)({KTQody{;vrO2nisXb0ze&nw-`)x`~4M`0-
z5-REWaV$L3r73zsbf{@sj}6UV#t)2I`E@Pdw$+@698;cMy+wlTgek>^Ww+);oZ!+9
zQlTdx6P09SbIq{hfDn@hLPQO@$2@JV=8#BIz#~zq+iy^Dd9%55J(n4iIq2{sEqaM`
zrM&<otw60uPJj}kq6kRII2#Tc+ozZujj|N$H%~NdibUAkzaC}5O-#JtsU$;f=Orks
zYy`AaLELYSD30r`b9a~_D&{9TxrK9$)?&X~o`@+?N>Hsa9hV`5jVTEsrW*<XV@Md`
zB%WT{6u6OO%Z&X(W8QP_yHJ+<$?`QNriYXkmUR`f`qh@mA!+T5*%Xd|0m_qYPnDno
zFY=RoLTeftW<HV2pDp~YIJny9jvouw=~7@_GVZt9Dn3oQL#Rnf8Wc0_6PTyQRt`>}
z=|{Vq=}<gJ>&NYS<zFw-p+d5x&61?0NjDwINTOvaE^X{o^w#DpBp`xNf-s?=_KbEl
z)5~@_8_a7-F=^D9RXVLkmi0muC=FGak0O~!S`>%eVNM2CuQ`^&&V>ZN+H;iz);-J1
zE=IFfn>ymG)G8&Qr+kU^s#Pn`LKL?Yjbqse1v-L%yd;uGypy@|-~Oo7jd6}Y!Yg=R
z5oV);@g-3(DcV(8;w>SjTorBjSZS24ZWJY_9$5h$;aCa@9fEr_`?Op#wTilBH(yMb
z-0xHw{3^=UlFEQCEy9qHO45J{IY5wcWtWfJq0MT#o`GRNu`RzeskWYlZP)I4f=a#6
zL$xQGg0-izg)L}N11QGAbN!W;_lm!@zn%9LmwEV)=a()yM`ha+EBDpUVA_#wSa9k-
zWJr`tTAx`&2o!->sy{5eA~=bXQ34$4iHhnYElKnJYjc;wH!fUDw968JnQ?Tbhu0m;
zwxHoo<;5yX5^1cs6p@16Nz&%MMQKWKXICcv-(G%rYN|`Aaz>h|lO;6cA*<0%3w2Hi
z=#LrsHtj9Nds-MvZGPc1p)GB)(>`)g1~|^#_LthX8Q?rihkG^bZAA|mt6(!l#<>3g
z5T)VF(gzE9-(|G5R@0AnJ?UvmsVHgQ?Mp+jrp|>g1?=@H?>Mh$X^N2A%2=bNdZ;Pj
zKW2wcWH^@8V=)X827rs=NO-*P_iJ*8$Crq&4@tZEgUqW-lvP_skw&ib7U+7hbI+Ai
zvhC{4PDNU57U|Iz7ge1**`vpa97c#E#&J>|X>uH`pBVhRRhL?^?i)e3sP_G4B#IqU
zH9hy+jGDAJl`1@!H8@FnbQumIN-ET}Q^^A$<<aF|K5wpjb0e8t>*l3-R|hiruXI0m
zUUfwVSq|1Ja%9YXD2W&*GzJ<nLon&l(1t0nn~e#UnnMA!zZ~eGMZWn}T8J7CRH;b*
z&{D}tTv8;`+gpoD8zhAp5e%r~ZM@J%IQLG>(D4dB%Wz6QGg6xVHBG^|a~xBMB}HPh
ziLpq_b+sXCN))8jRHfHKicukAP?-rHZ&^@3yq2c(CY?_#A-w`yQ5i;E0RW}}HX<<>
zJU!V?PPuu1R!Yow=r<iQswJg9Vw8j>=+jwsMOo201i4ULSy9rN1xHp0HwQ{)I+l~r
z5(yh_LEooszb(3PSl$>baS*>P=Nd$UfY{aV6cVAVfJVfD?wx@f0(TrwnDt7MCOq6`
z9aBhfhS!pyrpYC>k&-Y`gPfhdxZ9#w5(p+0KNu1{0RDPn4j?Xt8SzSFUy&C0=moSB
zi46rzp*YHL2Ye0255x2L>`35a)d*~1OLe4fJAe-V0Fd?haLG41xgi(@ZSB`3Bpv+;
z>5kyz9Y#1$)Z|o>>Qelt6hRq4BcMKjWR1=@J#)sPSQ{Jt^Tt_80!g<02S4SBLd9x2
zn*|OfLv6ta=j-|%xY63877CM$ALd8v@*@L=j@ne$m_S2Mtt2FC2vKc07zC){BRS6G
zb@`qa3XLHkd9TM~ev5HVsExM*G9TY=iYUe~am1O*faL@A`2FvO<OwknZ3o~!`p;Y%
z)n@949#{l`U5eoy0-DnEdXN3mA1O%3Mvq~R8T-M=^{O3ehb2SEtJ3Ne$FqVwsnK1G
zqCwc{4rGqwKA>>mI<^-QqZ7}N_()=)kc77w6B$L9LRRA6QT@!P7Dti+4FW+UA(Xpn
zf+J4*G-eXC<fU&Z$JTZ}=><)&pmI8}Mg~C}g96rJNfHcz2pbsKk<5JYDnJA%Y6?e5
zwZ*#6U3%h}C<aXu`lKnwRNJ)Mk{_Je0I4d4P-!ltg!ND@ka6E24DH3Ey=7b#(5GTk
zB@m!iTzDocK&S(=vXs+$L07zW5D#7R#1-aksVx_p>yTqM$|qFB>8VLdP?wyM=SX#w
zAvi#BMN18Ulp$(30R$vT`)8Xarivy$uQ3P&scOoJ$7LLojqpi5v5uTjX(a(^AORvd
z9VCIV`#904P*6&eGb<^!hG8-Zi{558pHVj_Bjd`XR9v{E)1#$PmRs{R&3!JE`>8{0
zAx)K~L=&m@&;k3$JHmROCTMi&FD<tnnv|_!3K3a=71;|Z3YL23Db|${wxsr!mv1!_
zQ$pjV@EXAdAzPAho~Hy6x5py@9vG^%%EH2daBh9k)E>K>^(VJa<Xp4`8H>bi8jG89
z>+!=IE&weP1jO4*0yXpeh80|jvc+EFV$G#cQ#O5B^cq7*WXo~7qeCPu$qFp79q8U-
zUw!W?Ga)E_^|sS$aX!#I0R4>ig@bI-InU!Br%0CKVKH5%@}do95-loJ6*P%areC)O
zI!T3FUz4TvQK?e}6{KMkr&Unm<2PBK@@aYT%k}e{p1vM#epu4#R~IlSl-kuFm{aI5
zsxjAYQmM0J)$BTjLR$}eD|LrncB3AdlOC>!bCV&WxJ+w>A857p;=jYcie7&BWVbo3
zc-uZ4td3+?S>-<|qRe__64d3@*34_R+P0v~nXX!`h%oD_a@wMd!?$VcMFO5hHk%qd
zKO=iV?a#Cx+jir$p2mHhxk=eBEx_q$IFAzI{9)G+t}(%@*r!_Rcr)}0b=q{Y{Zmx$
zQ!NbCKb6%Q%2WiiQ{HgS5yGh{D7eQQb@wT%np>=jMq8;;3vaEC?Z(}8goiUQ@9hel
zN)AuiE<%LU{{WOZ_NUudM=f6aJiI6J>dd)$e{j-bR4+bg!-U#swzD>EVVTIbYzkah
zQR(!@Lf}Mg>yOQK65>mfOQgafZqDMfKFe>kx5X!go>%hfJtp**T(vDp6`CY_D&mzY
zrEgU&wks0kN2L}N^Gk@tMNE*y2VuCwu@c$?D)Nw&2s0)vQm*6D>TgS*E#xgPy(ML8
za4RIGL1cutlYo#k07wb-Ff$poXcVQyjS@U|S`nks;zkh~M8dLGpD8J6wve@Xk{*2k
zrD{^QTZ+KX?U%9s6WM=dd?T`4N|CP7y;a8-#JJBFsY{L;jyY9HQrnd+2UO~)gNzi?
z)2W5ip{D83s6(rh(RNpiwOz+}gOr7I)MA9P)f>t~igu7V&SL$Nm(`si)u+2qN}PmB
zQZeXfo1bidiVqZV>Q)Q(g}=*d3ZW89Z!<@%l~t;enNcy@eWqkpRA4-j=c~-BGD!$S
zkTMmDNQuZ^L%niRZuRoQg$nAUONCN}QKY**mc)9cJ?7-ZsD8|WHHuTyqswUzrc=;d
zb#Ejs-!VfxC;4f8-c8pjt+vc53ZE&6?ZxsGr76iO(B6j-zi3fPbzo~+0y3o_VDUHM
za^4*|DO-&wtw9P|QPef40CI9k_p{LBJrAz$_Gs)!4ea}UwWguqlyqD!u{;%$8&mZn
zt;UhWgWdbpZqz>NgHItUN}NyuKqVn2F<aVYctbs&W|i{OtS-IOHp&rB7z<SvRfgF@
z5>&M|Pk5lEt0>H(Mi`!Za^AV(Vm+}=yt$2jH3roEq`Ew4HAJ}-J5)q8Jh?EcEX<DQ
zmF#U6{IthVN}NhuMzh6`{hl5?Igj>Ja{HMUpExf|o0^^*D$^}mZ!aTP+J57uSrn?(
zUIjYiQ&zJT7>T6Fr~cHdO{q~S(&19;<i~T`Q0t{kvXpCfG<^jK1dMeZF^qNCW1-yb
z@ZoJ#v2CmR*R5EWbtSshwQ@vu1x}u(*6H%yNeGi1G^X7|h89xd9A(Dc1t7MxI+ol=
zxN*N^y^!L)m~XQ5^eW)oI-aqr>QwMooS=4*<Ww4m#VhC~+Cf;CAE&BSGTL!;^$)g{
zpePZ+Qg*|OH^h$+t#KSx*BLbL4j|fILx?Q~n^KZ8g{_RJajfNO4mO1;Bv`B}6t4|l
zFl5%QPYJYMez$tvS6Y(Q8aFLkm*LXesy?Sy<&^`NaO#ywbb8Hm&5bhEqt_hrA-y51
zazw?66#9apg<F&IWW4JYIj;v9dC2k@Tz?_h?=rI6%(~OKTW&VsQWlkANLolx3IuV>
zmHgYizR#=6m-Y?sax-MpExM;RBKS<MQEvIv$~5}tHK>y9nCs?sf`p-WG)rn_W|dTG
zy<Ya1Q7ZK4FS{v;PAn=}(CqZXp+PsD)Vlq}>}@$&sM6{0Np`1HATD&*o|@zaTU^J>
zvKFK&Mi!+NY9!|e+1s7GrR@)FI45YSoL^>mW0ZgRV~JK(n%*GlOSMd{omF`e__}pa
zvBRr_t_0N6RaMl{KBv^ssdo2iskj)S;T8NT_RW1_TvrgMZLZ<A)>4NQd!j&KvijVn
zLR(Uh^G&7XrLaOV4BO<LzZv4=kwldzd_RRG=N_0DJAX04%8$#~F`P(d8!e||ls3Xf
z2<y=~APnbzr00GmoI7rxH6b*6Qhia?FCppA$d;X0zyXS5Fq&_3xOzjw1Pw>2aw%M-
zzUoW@!!Rx82ssU~%qPIly{JQFQeDb(yYG^%!B%s}uXl{5GnCKymB@{S^qqPRxa0$F
zxuO=Ui;UT4oU1Bgc^KYe_>1&gBCky>RN%*Yp5sbOt<I2Jr!%CC6s6gUVW(SKN|53K
zS{zAI6qO}KC3Y?9b;7i&9aftbvfFENp+%;$<fAAwQ?2?!7O0V(c%Z4*smw@lBS~^G
zEgvnTE@W7@C6hHR)YR;_6A%{)s#|p|$lLdfEG(?EA*COAl`Tb0>2(E3QNuLs*V%m!
zM=v(}YYsH?3sM|u#2le$SRqMLNCYT!I6j;`04X_=vHo1Myc>`wesUvBG^C`d3rGYQ
zDLReBKm$z;!32YaEYWY%mavL+>XWF{l`5$$M{7_dWW=Yo+lavclo{@4p&RgB9_Z5X
zZJ6}>V{Ty}K#0pO0-e$Xr*+BHNZm?&WmqaW=rQWEH;YMTTPTHgAsQ1QDN7LUAd!SE
z(1D^YWl0!Xz(jfKI+Picl{(qUk1eSSZc8g=<{erbZD}cS3qc`CT2u~_k_aG=;k$x@
zfeN~{1y_p!AV3_xSS~FfjfemOEo*Y*Wbe4d>*Yr%EiP+N8?VH><<C<~TNO%TFqzc3
zp!@M=A=eyQTnNI_w#jAGl&z;6Zv?-TuMXBlEkOx{sqT~{dqm}}?2d}c0YhmRSKQD>
z*xwl9t}Uyc>ac4FyX@M-^m?2$gFYG+m^G+O>LxVUjugjy5C}+EN`WE9+-cN@6J>mp
z@h52WikBS0of0*8G^IZQGE%VkKuCS)WoimoWn`jEb%7=upSyiKrAo@FQ|%~)6#$@0
zV!(@X&;zKOL5-(oku=LrbT*K&WdbEYo~KY?ncm=wVeX}Jrrn0ZP}?!1wAw}x!!4m3
z;Dm&vBxk5N-?m2pYn-pP<VSQl6_o`iPuxK{An&IKBW#nf&UjK9o2W|AT+~6vG6~;&
z5H{Ezod$R7$JI-H{{VGlgn%|V^iVzaCpp0$y-qQmmPsUEQzHI<anl+Ak*1us#1-bZ
zhdX+#%f-5LD+<&KOG(BK$6z`hn9erA+lr#`J>UY1&8v1D2@8`%a*H}uN|h>|rLSj^
zC7{FMY!=qT&B#I-OQFWf$CiTIh#-}E9;+oTA<b#jl5jyChJIdy;&%1jpRQ1#OAeJm
zO4P1}AZNK5B;&7byZ7rVK?9WY^xIj9-)rG9=HHV34ljQXmc7|;vcj&%E*ir%MATyz
zB0R$ppf?eSZZzS_^f~P>d9AHFy`Uq?NkLMJE}sgV$>yapqif2cRVj4ZxsHj`TBt>c
z^HExs%!d+%xf*yO(9f2%80!V4sU)Njc=SA*E-IFP=*9plBq_k9pP2w-r^I*Zo;#w?
zi3|X!tm;aFK}!h)hYm>7oDh?~NdOJ=obcg0nI_|FTWzpnIrv=V)10d1m6gjXL=hI7
zY0zR(;U`+9KIvpBa^*>qw%S7FOq92#%XKl@Y`pu0w%bO8CU;x3^hQEeG4~|NT1KTU
zWVF~D=xL%t5s&dJNK&vm01^>&xN)iAsVpT91cZ>%09vu{93*^t<81XKuLeS_>kna;
zwkQ7GdVTDHfEy>{oU3ei&dpLJ+T8wM%=O&h!_f)$!U91dAYmguhinYz{P*rp3I?W~
z0S5plaj+x-*n`xb-=ZVL>#4{Q-kUn39uzpK)cfwb+(=9$1C_{<^1>NHR0g8sqp8>f
zv}xu?+CkxGlTAMkwai#oZDu=aQKHyMH&mkF11-H#gtJ7B@lhb6T~(DNg=+wS3KVta
zx0Uzntb8wn7EEfvwy>0~cmy379lPhQ<2wzr!d`9W^izPeM<W3z?<npLaG{L!z{cd~
zzZ73D?PTU3H(spM{5$e`nF5<mEHf(X=4EZgwGnc>(#RA`eJJy!tqi#1Y`0gC5`=}m
zl<PuFXTAA};v<=&O1YoUdziqGR9&{L6f<Q|P=#(|IB98WeAW|^+C=9cSx&`SCyCQe
zwSYo=JoE=kj+W31`HVp2Lruskk~SAVf6taZ0`m{Wmmw^wRH}D2d6#6yZN^+;U9D1_
z#a^o|wR@^dmbE=IYEGqSDo84)d1WdiRsyj=-Y+?c;b)m1V;qp>{nHIH<j6I-HK@$N
zwCWKZLbW$cq0N;#b4{tj3KHUBuo}u!6*)>%7iZF~%Xx04ntLJj$PX%|D^%HTsVQ1d
zn=VqEcPdfy3iSl3M=Hh>!cMJK0Sii3fKosJ<Y4qZpMdMW2MDATY9fCiKU-i+$yfvd
z<zjaEZ9cnRKmP!;+dkQuB7G)-Pp3&yQjqIOD^nq33Jj^`xLHDyNKzRMr%BQhl>4Bq
zX?A?ZVz5Hpkn$OAIonf<(375k54@!xbPSWzg+0$a7Ts38_edo7?s7T;02^Z?>A)Ue
z$1cc|SCEh0M=D|=Rtj8kL-+2dKlm-O8wwxdabO&yXEuVh0kqz9jqlH<7`HNs)B&XR
z0tx%jz_uhkxVZMcCM`Ay0W74c#}o=zB0~M=-*6GS)S^Oieb&NIk`j;y%bMVsQn%}|
zwXJ2!C0&#@-sMHge1wE)=%TVn?nqGy8jk5FYV0W`CB(Mi8)aVV{{Zem0F<9hkO%}7
zYzG9@NlprFToMumDyX1^>e8|75;|a~R-yM)g<}fHINOa@hF2O$fHR;78v;HYx49V3
zZ~~R6i6ts0TiEjah7nx6y6C*O=Ea|P%eE*S+qbOivW;7xXWcaUD7P<qWj<RnXHcr}
z9&J)tgHvG+!gWh!#WGfx{Fg!lOF8G~G3XrO=I!sy+k2Mwe<i4QbxoR#E?QXrYOSkf
zEz{w{emy0U+kQ$WNsR4ILqUj9kuqd~8Z3DJQ%PynF;kKodBm|G4JdUw8D>wTa<u43
zcdnUE6RhDf4&~$)DGNfBg`}ZKBrPf$N=WQ;)9c4p8yUlfbA%SblkVn9jDSK6kPL(Z
z0f_?G=QA9Ixfx2r-~k|n!0~(01lnNCkVppt()%o_D`g9D#1N!9>Wg|*k_cK5(F#g|
z85wm$AZ@Y9s_H1LC(E4bAx$UUn%X?5vXn_Us4~a_E)qx+kb<Id?G3r9Pqv#XNF&}S
zVX}I6>PXm*haGzyVDYJN=U@~0oxA6!;0F>BKYxFA(40n8k^G?Y`ssdNSQ#cPh;FHw
zEtZx5R^=rtLWWS|OGzkorKjFQt*J;_NGMW)2Y}j=4l+*tIu4z3dwP2QTn&#<{n&>&
zvoaQa#N;MSMJVLC3E~yyl6PAw3Xb<xwj9#pH<d_ScEqGU+mIAM5(rXVZA#7=lNCDN
zk0Su#3m#K|6*BXU`}`!vw*2|V`t7eQCTY-l$-cb4bEXT6q;8xKOl(0L?t1!e2+j`z
z5Vc7<7KN=?+2+72NjTloc5wp-Dp5kmUo#2PelXa5_M*axCVaQn8)dY#<BmGwuo8x1
z$JXPEQjQQcxL1$&VB`myKZkyJ&t?&Gm$x(-HCV6ID3n>$dDPmSY7|{+lPZ@?b|XdB
zSOAr+eo-Mv4eKjFDiWm-5|UI%002oOkpKa5Nr4t5+71|}LIG0L5|n~eO_GqCsHtYa
zMdnD?NW(PbM6rcD@)m+{3{oEoJxWWNOGs8aq^V0!cJYFF83{-GmXO*10KtpHuJzB}
zQbH1bC~YSjXO2q~A<2F-v7Kr}cbtzZESAe_Y3S=Myu_9qPq^bw1tDly4mPx_I#iv$
z`D{Eg+qz!Df4ikYTGTWC;p3$vIaW};Y9jzCT7V6hv6+~?wSZ(8pDV{q6Ch=<JNzOJ
zrY!(`@y$-D#S*0{Y6JpGwJWv{QgA*vAP$%VgA~n6s14LmA8jf3U)82-Nk{+&-2qB@
z2>=AOAucwNgrQ95R|Jc3NF@OtQj$neAo-fIbEv3l1bSd#@xYQ!NhJE6&kZXUwEUyU
z>-54&^V3}qoa^@o2hK%Cg+B$)ZjO<uYX~TPk$_L15GiYHCw#hvyvE>piB{YcspS%P
z!b!qaj(`ve0~_oKBd-4d4f-<Fh7{b7H`uUsHuBb{m$5i4p*eYZDIgReq>w>S;K<LW
zK7YJ1nOHych;0dNYdsYGJ+&pbbAy*s;#a=4u<G&(W>Jm3HPe@#-2AY*h?wbMG#Ao(
z-hb7$3mI-p*;*2G3<Wr{5Xx{j)V1LWCmoaybAi6Xy!h>anIu#(j3pYHOJDaXkU)7!
zPTt~D5O?>xjuV=egrV0~Bt|<kA%$y-Ny*ZUAt9Axt1dLtqq+dc1?ehUf)J9W6VPwd
zbBua*&jcuoN&f(=$~W5yp|{Ly>H5z;P;9rB`b%+Eme5GVRDjaY!#N^J=t7jT>D*}F
zfC^KgMFc4;1xYC>AwZ~rQ-io5fB?pzc-Kl3lC_dZ$V+4^1YiKAebf!|boqo}f)aXm
zGt{JcZXqgbZ6IgQNEsVQR;Mxl0HV}Z$T=aPcK`(LMw1-;I*Her>9!4eXa^|t&<;b$
z0gieCPw!Ml>IzD5rvV*x0zghxvD9@9&V#_jRNg`o!jOlfglY1m1v*D^TYD*fIVXHa
zaipAk$yY)Ipe$vDYsTfZVJ?h%0HT*irh-&(No^yh&BcAh`K!|%kV;h{@}}F$LCR7v
zR_fAomf1s&4YH6jcrua5d<mN!Menc@ez*k9r|u?pj&r8?7FvfS<%j*5)gSj06g;&k
z?tHm`B?Bio5)jY;Zt~Q4=BN@|!lWbFTUP0H{H3*xw`8O!$m%iV2LT5;#{6^hqQ=@g
zW=o)x?Glm$X;=JA#mbUM+Y6GXLWU2J+PL_doWND)I$v#M6)_-r%p7bm+VYmj0|`@F
z6oG(+Cj$mU{cX$7Tk1Br!uWUBrk=O@K;&`1p2U0>5FK!T+ek`O0Ug?obt7ZYyj>?_
zp$glMYnbz=Q_d~yj0C)*v4hz<i6|Qk6cmAhf-!-<Aj&@BTo=@KO0~ZcY9wGKV^o$h
ze&|?~GxwZ8+-m$6VSuSgK3bGQ3kySyxIj76As%B1Aazbw>VL-4bDk6=2$E-&y+-mm
z#se|_UYdIE@e+FDR0iKVThxaL9_|#j`i)8|AG~QPPrP!MdK{>1IN5Cm5LVz0oZuEz
z6v#NnR^m^*LB<fAXRf`lLaF5x=uR7Nx)G2S=vGN3WOgbf5AcMIxX~+G6_hDSIO+~Q
zhtwZJ2-|+#E<y93rq&$Bhw{Q(?`<~IpF`6foPACV6NHbrgn)!6ee|U}0!LG)C;UX6
z_}#gWG&ChaO`p8esY|UB+=ko>Ksf;F2@3>dC=dwVI|`Smsj!C8k1}4QvdcLq1>&LQ
zl1JTby$-lXxR({~kp)rW{{YkqCOkj#Ez}gL2XFecH#Y=lXWR~}ZAe2394rkr={`d7
z<PXqcKswBQPL=~x%a>d#Z96WteO6#lXcQXFLbp?Kw(0bm1ShK13B^jnmen~qd4>X2
zt=W&h+(wa=jHM)TC#xO~FZxZxLgmBv4Vy~l4Qh)0Zf&M3k*2*!jM`*4)JvA52~W9C
zs5;vTSc>#y#LMlLu$@jHoB+i@I={W=ZA+8fih93f$Ei>+o1R6(V^uDiM5wVGlM&`6
zOQ%h8QldLik5#8W^4w}u5}SG8(imxNGM5S+Zvj!OY$wGv`*6ms87=s2ziM!+b!gJv
za(u~Ao_RGm^$Dm_rO8By$Z-;zd27@bwJedICQB(o+bacWA-4)fWPZ(AR7PbW`@_H%
z0Z3HDf+htxwIOLtGP9kw)U1jnVnA6+SK>-+ve_w7Oa&B~BDEe$*>%QOq^+kG()5s|
zmA0iJMJh?cl1SM=;Po3GF|RdQ2sl6?N-H>NINWR0bauc560f=eBn|~8POK_>X_5%Y
z3jN%}wnB`AfZzljjDYa&8c^JPSdAp%hs10VrYxUz10w@Wl!Av8u7$_Y$NW0U0C5xx
z_+WI<>8wQhh>6&oO&^uCCr>|1lhYcR45I<Gs5lg*83166je|{<0DzTrUPFXq9$CmC
z_c<YHSs<xfl&BwwSOG_Heaz?Lc=+sh*(1$uNJ_VDe|fhDa)%R^)}KW-wS&I<arQe7
z%5%$MAw(xy)KrwV(_?b$t|){w+D7GTQc^NE$pEAPHj8T!x0bQwPP2mgMfrR-`zIei
zd8i{nD^W;Fbe%+;00M9c)K9uGl1|(lHlax&QV4Qp$`t)sVX{WbsDYHNL$9%qd!Ue}
zz%4I`n$<ihm?{rQAwG2Vqwe4l<-kh7TPOo5GKfTn218;xa+MYZHnK@2Dl1V^f!2|o
z@ud6t2dayTBp<txl7ItvfDN^ix0sKP_Pm;T+tYh>`FZSRBBkxF7iTh;7D7@Tjzo1O
z2=`EgvJ$AtLJ|N=Z8FFM10y_g@>zEt%_Rh$jmZK#hkk)YYha&DzLKuV2LpgQ3Hzik
z-6~K))TDveT7L3z*Cb$#!6S~Xw%QUOl1f_JLtud8_&CBzKI2&hDtLkdfkFb-6cV{p
z^dEe!$}Q7Fq5Un+ev>-bX@P#o>toE4g|Num%u;r6;~^{@guGO6H8!Oo0EMkVJDx7c
z3c^r4wo|$q2P3cEaF7G89DB=BM!+N`DM(1u+hhaoI9os%45MZOKm#68$`zbtMM+Uw
ziBigxNk2UHmPeYxQg`>`;iY8vEs&;&AMl|K`UMUe5o_G?x6kvBOcvVSf2j4_<6tl?
zCmBjf!TYBK?oQv~*#7|B;{zQB9b?CKQ|-r&l{oXHB?!hfD4oW4N>Y)PDQhW8P?afV
zDFpHHm};2wY(iI@^Qs7Gg@DtlCno@v7H|eilwD2$Dj_KZ@MS5_*-WksUwQYCTbocw
zI$clrqCj(CVkGSBgzqs!Vk4yi#3{HFGtw>0{ewMc02`eKvG@Hv?Tw_m)CQLZ6M@$j
z0%{Z6IZMjx>~T~&L~Mdq=)$HrH4qs?XeCX$>qjj(w$FVEDbLRY0tncHkVeOD0|k+S
zHY0qEx6iL#hA?xS_0JzmgzQod$2r)NM_h~&LEL1W_V^Pjz8XRKi9Wu3u#=}xzrLj4
z!80<Tr`ToUGw%fXE)sK+R?dK<gN(R^_B}@i45k|m2}*IsA9E^)9rSt3<Pr?07Sd9$
zEwuucn=#avTpE-V+e%8yBO#)NNs*AlTLf>aOZ`&96fi<@?>ykome}eXaipu0&baf7
zdCVxNBkp5L2Am<b(l8Q)AOxi;0VzsA-~@^1w8hMTZ?EfoEc1h~5#_jp<*xV^TaZ+x
zfSEZZMNF(XqDeVYk}~L44&_Nn)AzH~a4wKR-6{$h1e_1Qo`7Q+9kY-&B{?CrV{mXr
z{)!mtN5p(PgTDe(CF7+k!}-8U9YA$QKIlqG1;q6O2v8$nI}Qm}<c?ZuBU$s`To&^A
z^8SBLxRzcYSmrf7w<J?2+`|2dc_vkxYuBjo9+PUuuGQo<0!XMh<B4GjdQzfB0j3>H
zm(Zr1SD4yU!`=3fTr}!;Fu85XdNZ16+?nN_5|CI)1R}3oj~Z*mX-)^2Xi@FmXHKnp
z_Qr7=DO~Pdi$u4mG%9TRZC--xSEfseT#}d#OmEF~=OIN)ZOMyNOr^H_vV`{=W>2)V
z%S9epOLxt#VN`jyd{pmg>QI+Zk4lJ9Hlpn6i;dE$v1yGxP^e2oDxEdtMh-gY0V&j$
z7;OwP(i35Bg33Z{P!b_UM5wCkKf)3r2@#a#$PRJ|5d<kKl9Upnxl$4mQjk;KrDUk7
zYw;@S89@sqB0y7oH|g-(q2H#*2Y;6vC2K(nLX?FLg(Rf@BL{$P2U}3{P^73}jcCC-
zbBuHaB%R35VhO<DY$XEfq&fj&A`8wTT2zOZs0J7*AO#0qDN4rY$quM})n**x`u@0<
z4917y9e+FzdRvHP5f%{P3iIR@qu(znAt*weNkgZ|Yu&+6D0RoiJCNGgS5&ytw)c`l
zsU12YdK3oT-B#y4utAwVYRcUtxZ;Y|vH;Yz9H{M)y0UYCI^^;9Qce!605gNOLD(I}
zalXW06Sn*)h!Gsf2b@j6U9Hm#nCxxH>mGf29cN4p(3O9?b){!~DEUeo4CFbb1m|E9
z;>qk!P7W#Pb`%P=ML|eVX}V-r066oiUSWKtLuDjWqs(bVB;d(x=W&$gKVP2*liqR-
zK9>awQ)==TR+JK=33{RsW2HlEflXo?s0#b0OMn5Wl_?Vg%U*;N_ZpF=92co0PF+ab
z1mVMs91-#DjPy7v9lM<4e}(A%i)aq3#D{EuvF?Yt{{U)7A546{Tjq<zpyoo_Y2C(G
zpf;|V&Zf!=iOvq7qn@C3;`x5WNKRDb_>hSLG>H=AJIQt!jL=kvUU|dKWTCcOX}xM%
zlrf|NbAg?>jngfw()(&R`_SPekVMXqBIe`c%UL%!#pp1VCm00&euL}N2OhjHBhukf
zqO(@Il=BFAw&YT+=9T4DD($NUG9)VnRH{PKG9|i`CTa-%p38_Ul)#A}vn)gqu?n|%
zA!PX_O-!QOi%tM96zh#ytG04{l$R+`R*~i^d-~dp+RmFkt1bD}881wkDQb2^nG0Kv
zy0v}fEyXCPo`8A`0000A5?Ah+NAYg04~LN2bvs%KbS1m06um+$Qk^~iXZ(Xh?|%*t
zE4PJ0u;M(>+YzH6vjPNE7GTrk?0krfYEVw10^NCPazvL&dP~ndr7WbLogsR%Rk_>(
zem%Q&?ZAN;oNfGb-?v;3q5ge6iv$%9kr~hP_4OP)0000$8Vp8BQ6!lsbNA>5!q`td
zms~kkqqcLL`u-mgjtkz76bauW*Y)-7u=wz^5EM=b*pI-0obUSnXB7KYr<?Zrk$OEX
z1;nLIAbUjl4WKL8A%%?~ooM!nO9hyXt5SoGsg@mTk~Pr$XQY0SfC5Ypoq+02!wrLU
zB}!$<j;JvPI+B;3!b+Cnw-MtZN*;8DAQc3IrL+$*)i!~Wo~pE7N?2*K#3<`<#)=dc
z8`f~ATyP~Ge1`&39eqg!K`BBKhLDER>(?84Lx{w5M~@w_)M$((rHJjP1SKgYN?VIR
zym|K&w_b3mZYYv4kb0h{Ny-S%z@OpQ@!#ddWx0Y=I!Fh~#`^0dNc0$!y(s}HHW4I?
zpDECC9;c9N-;7cBNlrWDjlud6@F4d2@D@k4$c&iJzVngLu&~nBwKfztN`grs6oZ_B
zw{6c31d29Ezy}{gw{y2l0z2=)G^%lJ3inQMM&H2xw(Xqo(%6_xq>&J2dEWP(2Ay`p
z(&#V`IlrJ0^|jAU=0_!+b`_aS5T(hA+R~>KBT0RfsnnIDQo~Lp6@--_DEq-BLu~OR
z?MEw>nuAp6Q`E9sTe4)%TW&>(36ujSWZ4pu>ROE*hV?CL)Nq{*g*ddKaht>aBBxrl
zq0;HmoS8O7PE=UUBdH;NVw9y464Ol}mAdMRTWPc@#|l!FDKZMZUV&@V+_dO26DdVw
z`$b)3sD9d(%JLyYIl!U8a1SG3Y7!Cc&kX`AY|Ahbl!2IlcJPY=qx1v!h~x<jNH<!E
z%9Tc>6|49`z2HiX@`yJjAiXyaG2%yv-M2$bM`#dSOODBQofaGS1wpkEy0qpZgeA0%
zPBBi36g`p(f=MzRkm8$J7o22j2AKflgOo0FN+$$#6I9sAP$&0ebbv53mPzW{<ezx&
zpYd)#pQhb@TX0zQMb}R2C$2ZZ@3&m-(?6FF03<-R<nDC2j<F}>Y(}%3%Anc+fdB}I
z8$=B~WSl#aFFI*=_q4f4P6!^!Rc#n0BL_^1e4;^6Q7P6oP)JgA>O2k6L3D)XwHy+4
z63hvp0<*XRO*>v2!62j(p^T(&!%l}v`jeBtQ}z9K<EF9(NyZOe{)6Yg=k(!Z*ycSX
z`E#4w?BTYFguxq)q!Y^KE_K76YIH}|mfEPw^A@BfDSDRjRjELoIEwt$6>HLjgaxTY
z>@YLJqP}VLs$<sNI_(_KSwr_0w`Rw1%4b62(U7;`w$W+<aIR8AsSBxjsC;6d9eg#^
zchyFWE*A<!(zUfhX+u(zA-tvPu>@cu0U;3zzurzzS_u%JPYBwLRfwrm(qC;F%9OP@
zur(_sMMRUSM3dB<=Q%mzKX}<*5O)IV1QE(W^uLs0@&ZSO<~LM?*ltOcYjF{+jutM{
zWaQ~xJ@82b+3OUSiNeYU?%SGN0F>n=NJ%O8@u2GA8&$1Bq`Z_*VxrhlPM4ae%aa&u
z1f&@ZGUGs$<v?r6NYn;6YAzf4Dm=y@4`^_V2M9h`IqEy8j{6T>kT+<i)n_h8wx!US
z8p?vo60JDF7zYCY4w&DkLyi+U<~0`pn{IXAmb~EL5J-@3Z+H%0<-fzJ#LPp;EjIE}
z=aTbjakV(pjfEtnC}230o`f6`k&&NXJFvE#QO|Rc^3QM22l3(@z0B@mp(t&eva1=U
zz)Bj5?~vL+(m)AmDI1ihAmkhj^aG7)+{@;DN~anMZ#uDUYEq;*C2UD$h^=dWQ|m;Q
z9YISi2OLo;I*L*bPLaYX?7FAcV$pNC`eIbGoPZT_KmsJ($1%Szt}Qmqr!hyh9H~Au
zO}SKKFcv-LXmMX2a>*wtH3_W-fdJ*0ZVZ&XcsoTtkoY7%q%Q|#okKX^IUP6Ke105O
zBc3R^zaBtg6<SqBkqsz^PK8#t=`WUP@lvMZu&GfaLYQ!mePuEdrMjgksO&g$ZBH4V
z%K8y`a^8;n1cbRV*s0fP(ovF}ti-6*Dr`A~>e3Rn_faZJ@Q@X!(vb>D3Q^2X*MJ4h
zp)tr<n@r)AG|O6mLeg78LQ){f-Aag$5{Wv<7T8SWW*kVfLd)8l8n8&lay{L<<EBR5
zydAV!Dj~H6lejp}JqAa9pVx}R=J$!3&2syuo?6uFcHOqjIEh?Uy-S=W$aTW&>X?ai
za=+anO-Djf>NJMjQBf`&P3u~*P+}BUYV+mDeN8r2{Az4s+oZRsog$$eBq)@hbsGXm
z17wNP@>Ep;P@UirxA2m8<>iWsrCL&wREbphWP&aP9LY$V&ZnjwiLFTl>2X7D$LsX`
zeghl~w;y(&7UQd|opC8n(_*-x?)!avRXCuL{{U(!2C*rHY*OS@t3K)BH~pidyb2tu
zDS|czT{3D?tmy!g3{S@8S=ebxN!*a04Jy)M#kJ_sS*%kO<!(gE^VxOyzR?k<T%ytf
zgxK+lR>P4ij}J4;!!-uif|VqdQ;G12x`-R;srdpuZGom%3YI|dB$04@Mgm|1cqU_^
zk%sE1`PP5%r5?REKO^$`kB<mR%OtA`JwHJH89ullRg~z@y@j^y7q(J?W~WYk=?D%S
zrKw9$P)Xe-ISRr^)wc-BgbJf;!s*iz6jYR}+1)8wK^pX|Af-h)8nlyxvBAjUs!&m}
z@)AE>N`w@M%6<m~O3tJ6KRoAd2Qjt>)AIiSE(=~RvZ9xpTT49>w5bc<e3YyMjgN2P
z#*D~TNa??EjkAI9BRd|M;V|qzT%AC3m^Q<z!AuH)s;mqG1tEv3dC4FIk7d+%18w%`
zTOsv4TzSO;r&i;uQ90DNR8+MSl1U``o%hM(?<n6b*RBeP+)->x!k`LskhiH0(%Lz}
z1NYSw44h!#j{Fjt7;J!Zo}WDAfHoWS>)UPkVt>V1<d(+V)=1|B8;|LU93QZ3Zd`R-
zq(e#9%qyQkjmb-j2XDRbIXy<??Z5Huo)mP~)Y3u7^v?PCeGlXC&s4M}rN!Xy)3L$+
zc>I1Hcyb_8T5*IZ>{K$G9lB(6+v-0aEG7sisQE;1&V2Dj!a&MKzmfIU`WT!U#i|6P
z1uGp18R|b@o<65c)fyN&@Igr+ZJZqLeq*OkUJ>%?uCNN5R&X(Zen<7UVZRC2Wyod1
zFtVI>&#w8&>N|{WzT7;Rz9T>+z%lkT>SOh`9;?2*SgB2t%gRFCdB>9DP7tyr0O?S1
zI#hBT-C6g#=L2TarGM7hh_wFPsv)GOKtQO>2@QZ!lw-~#NJ-OxG?eYrp)KoFlGKLA
zg{-?xq(~SbkM9(yPOAkwd#h4_PC-Z-PDsxURO#~NvZ&>S5WH+hy|zBR`wk$?3Phzd
zlw5#$a~(dMv1=m2$<9UOq!Kp<EO~r>cpF){X4Lhl%zbKBLY!NUDQX=sR#a4>*Qq-k
zb>TG4Vz(JU#;a6W306`XnI#DYDbfH+90LI(0Apd>9Cd1+ASW)NNl7CB_WodvzgwOT
z$4g{{tnHn;ll1BO8|Q|Ug;<Hippl^?$i@#^ylzBk3aL8&0&pfV8ftQ$fTm=3)3#0q
z3Uh<^fZ^M|ZdtP_wmsG$(59y2wi%CAGbmKImTQ*OmnhSLl8DVoNp>?d*@d(`kc7!f
z5Cb|;BjU=(UyeUNnFoL4*M1!OOtV(yeQKQH)gsWip;qH1M|4we21P2QmWNW5&WB5N
zW1ub-6Ta}cgoQS!5EYcb0(1CAk$m}1ob<%)xV0t5^C;$Qtst3#+$hBV0FyWandM?$
zZfME`J8IjmXZ&pn)HMyaDNJg@8P21U14IwH5)-ictAgHAP?xP|n^-tfp;q5#xjyP<
zM5v9v=+sm+^(t4r!bvWJf_KMH!{9%T`*!1tt4LR-bDu%*{{T<R2Z?fz^Li;m=y48p
zf0X&51nvG^ZHGpcRJ7gFeTw6ZKpiI2W`M5eNrg`;0E{I%f$mk2rAx?$)N@HqTD2cI
z{{VkOh~P*&5LF(sr4TcKq_>rQ;*{io#Zul%N^nQ=>$iTt!_$S#IV1tN-vjso&||-E
zi0{II779=X0nnJV>IuAIs#fI*RCLS#0BIjDUGV<Pq*3eE^9zr3QVaA{rX+>bAy(on
zQ>D691y6fDGJbuQQ;$Vb(pJ(FA{=n$JiSrs;N>jWTyg4sUelTsRJ4ZcLK3&#BNdpm
zqm#eDA9Yw-f=ce(thE+;8<&Msr!?g{rjRva6rd2dlAfx18-c0ufF!0=Rum50eW)<~
zK5UwFwIr@Hs%1qADs8|%<IODn_FrhB)>aR`+S0MqWC$db=e5)%12RPH2q4^f`hcxD
z0`g2*Kq$<B09DDhQG0AjvBLz-t5Jsfqt0#uR2QHa)p|tapS_HG6z9|q#{i@fH^*Eb
zxnkC2MiL=Xrp#qo_v1!=^bj-e1+v=GM%_U_KzI3b+BE61)gfz1ZO?ga@3M)>AcL?c
zsP)b|@Lvi{Yh9H!PAY3`;VV$w9rJ<@bCaEix;;2dt51ZK!2bX#=x0%{%G%!mEvQHe
zzWIjn{!n>*uz;`IlOgK%s(hH*NguwB>tGOYMplIG4&Cr}#&}7)LPg_7lWDI=uE9*2
zg`DZexiX0JCfi!_2mLCP7wM^2x|*wDgan#{hlg6F%nGiO8mZ1?Bw%?`<Terj#=tCK
zV{CN59+(YHUzj%|Po_h4r<S%|ORXwXQKqd9wxF~v3YOE#3qrzHg#t)%A!FZ2A|)Y8
zNl40K2r@(~SQa)q8|Zd8nU$fn0-~rkT0%hzNr@itf(Vdc+yk~7E>QEcn7n|z1=nEJ
zU4r`b#ja5%d9G2e7%eSYskORzS_7y-Qv8?FTAKyc7a~5(y0u?Ng|D;=mYl~isdH;g
za_;k(wvi^(xaPK+MM7(!BNQsUg2YMbb<mVC9e%}DB>7@9hym5nW%F>eUW|*bH70_$
z-&!Nw(f<Hq(^6QhC@h+gd6@0U@@ru#n5?)1Q@yE>LOhVBI;C8Sl3f%!N)!%BXZC|R
zz#9z{^rUAh8d3l`*e7l?-C+-iSjwSk5J<S0m;?_oBH)R}yA>;?Pz|p$W)u>jKq(@8
zBxWfj5)2C{5L2!_DE+XPb2U%1N5q3`WV0zq<o=a5q`Mi?IrGZWvV{Uxjj}>i2*BB7
z<BtmHoTHu2{e3t1<0tjE7IV)Z7ChaV;j5Uuj-PSV>U_Vs+O%1ElUS%Ou!?GE7sah{
zQ-vZ;NtsnR4WeZhD?ZB>pwvHSD^Ig1pL(fSdmv{dk@O?B`}}{F++x%)SaTt~q$nO>
zk^$824(A;OGwG^pI(Al7a|8quB!FTGyh)94dZ*M*$|ocf{7>i8^f=<D$j;|IdYt|}
zK0EQn3eMO&dhNDx_>S4%;lBH=KYKlKxgU>xk8Zp{i$Wsac8&h_<!lCWLb5?Q8|+Sg
zeMsMbpI!<jIy;<WKEKcUb@_~qc}fI?Axl<H08Vz_;B%Z0pL3oGB-3hh3bX*gI|97w
z-0$v#oPoaNV_}Z`7$aEJ^S>|C35vZ%ETLd16NP84!2EZ>BW#jB9e8Bx)8<c7nuyzu
zD^ioCv?)Xbl1@|b!Ow5ci=VLk8}c^g<oz3&)ivEWBh3g^shF%e35fMb53P!g4xttb
z62j?<f6Zn>Wis=Mj9Qe35Wgv6IryFAT^7W@DVG(n+dtSoW7B`MR`HC>aHB+=g)-H8
zh}ckVq$&iLnUt2$kP{l9(pyjNRf7wPm8elGt<Gj^USxR@UQC8uDJpfhSz25|h6Vsi
zllOCi2fR1l$!vNHmwzv)+{d$2V%?V7+I8lc!j!p@kcHH#q;9<u8~yBHtbpc#R7S8{
zDK<O_4k?7KnQx(_E!DKPmbA3`oDsvRZA$Xo4Wmkjx>P}40alQCVcGObebY*$-KM;4
zX%!}BMvY6jYjj90*IQd@rcSCwrA>s@RhVyv)`;`G=<Tej(9t*?7%=toF0PA)ooL;W
z(!+5o)Td*(+;Bs&s?Z)s?Mi%trJNQOA~cBLwv~A^4xM2tDQlrs*29a#dfHkGG7v_f
z>k1&LB&caZ(x8_bPytQ6ge@mhMkGa3maWaIT-H4{Z9GkWk0Sp7r9*b38MM)=wBpQq
zu$+fn3W)~04pJNQUI=XxP|}p0DMt}Fyx?%5)#y8rGq#;YCjmJ~C|FWYKuU4}3LI+F
zIF&RKbx(x+pq(}6sOOA2)^a*ri3+^@1Wz#+>0vh*Ts)+*=f5FOG~#^N>p&yUWmyPP
zin0<?K}yn{dK^m8owLTsQIwS>v;?Rp?|?E=1`bxPgaNQf85?Ka92HXEM5faKq&VW0
zsuPPjDR_VkZ~#8+gQOuOl%?>3N<y5-q<M_2`R;o@58Y5vc#ufamPY9#znWT4P!+xn
ziGv355PDj79=i3@8R`){i~x2Q1c)7PX)(3T1$GNgsYTp42q9w!3Q53PRH8TAp&1~6
zLCQxD?}l!A+#VaRmZq@nMe7EyEw^hCBBgR&r#uvdBEL$Cr(0!JIB7~*oeNuOsKo&a
z%F!8IGs#?aG?!yDsaql6IE83gPgJs>-GnOyq$s<B54<oB8aNDw9AZk(l(DG=KovCR
z4wbf^h#gX(Fp`BGwFDHkZKY{~2?Sh7Cv6F^jYnKe!^&wuq?iW7X@E$MMhuNCA~&^u
zYW=epoAA>~<Yy`=R{XTZOHbci#8Y)DgYyG^Te9gEWij(jfQ7l2qoS=?s%ZCHb{IJV
zrFo^!zIOA{tZMw%<|Wg8$tzo|!K=@4G$>lmOLW=<K^~7zX#nU-Vnb;`AO$F>YT%A-
zJxw^KgmR|=8dL#LP*565LO>W+K?H-4LFtYa{JW~XXkNCh((Ed1wOh9ZBC_Q+sR}hp
zB-UU}W<!yuQzW+Rc@f=d3QMfYZ_8R0?<GJUB1;XnWgr+H_NQKEVCkUcwee)sxc!RA
z1_4fqy|fzj2XhvjDtS5J*PguWTXQU%9&#;|C2vf;?pG0QSv0mANn6iIxGJ7Zc?e}7
z6(XF8(ufHmjFJS@wfr)8N96buIlX;VyhB~F8yakmR=pzH<?9nbIgMGpW;U9oU54FA
zPnkq+I#;BJSW*?F1m<su4ry~fM5y<j-B6thG^gW7p~NVqTd^98A;dJ?N)<T~sm-*6
zr9M`u>v1U~E-SAL;izgs>OKIReQ}RL>Fe{P<x7e%Asbre-B08Ory32?wwNlFn{8`E
z_(t6f>L8p-ipPn&jujc(OO*5rZ;@6qn+%(0mT-|skv+EB42Nr13KELFR%4Bf$bC;T
zA5l`BK~j`e8fq06=e+EhQXY`|%2SR!`-^qg99hbi<E|AgYbxDKQp%KaPD#%R_a+0r
zaz;qp=Q%yQ{C^IEfaXy>PIm4(Z=Sn!{yT%ka!E2tCz-j$pa9AQ4WeU_(jXpSbJqi;
zNeNCeK*!7FzCCh!bRL6*l}=KKBri_nkTyMfjrZxc+4SIasbdEx^UmY2&wsCOgkyvy
zW~dtk1z?b@42%Kt`JC_R+zfD-5;=1dI_Q(>$d6H^VI^@?f>Pp2#=w9wG7fs3`g9$;
zZJhBNZWkV`)Ds3XjQc~YS!g=yTGxTFY$;ltUYx7TY%OIWY6;Sn5aV5yl>p)zAgG0F
zT8J7(;1m6OV}2t=#OZcZf8L&L_M{?0WX4+1sO~kWw&QQ0g&}BgrD#$}-9LD6Vfc_%
zOxZN)u0nHDPH0M8K?Nl)GJ>sW$vH}pG7my9GI7M?<+m~9Knz2k{{WiGfk1qcr&=JO
zC(HnAagYzZ=Id{-zJY|m&Rg7cd%;mCmmJ3FcTiJI(yMAHW<5?qUVVn+$sl=bPkFRy
zOHXKzQPjU?%J72!05=}1K$M8JILl$}Sz+{r1|*<+rEM=bIrmDNQ44I5sXL`a>wtnR
zbrwEg>*#O#;^VnZ&&f8;8g-v>Q)$=VEG|$}a9GvQ-1=MXzCU?Bkn75DK%a~{9AgpX
zx`x*!rMTM<vseB$`A5l%R`iEg<el3-v1(lnzcy{9TBglzt76n#OL7%LH3>mYRv?C?
zC)u3yq&*o33_miUN@Xni&An#Q<ObBT{XOKQh^kh6rxpNl$hwu5lt}lRIB9t$T2_3(
zf#;1@nNqlYnmo4OQeH&4O#~>o$bOGWX_PM^DMO>mUbf4Cprj~`(iLWutGvny%0ZF0
zLU~_*Oi`-?yDBj$fRmvY7QOVo``*@wwq087<!#2A{ev}7-BXEF`W&5dXqA?Ni1MdE
zE~PFgq^L0KN@jFr5~z|}P{$Xc;RnTqnar5+t*ea&i*rX{B3%xk@Oq@rl8_vkNPTH+
z*Qp6V?;2?Ww@*S;WX6)xTY1WBT{$=^Z3!q*B&z{SPrPxg=>!eN>B3d9*zLzAsg6gH
z8lf6P^y-vH+K~=?H<uo4SqvyGxeUI^OU*jkfGKec3jYAY)0WM*X~UakP>4|9YwSnN
zbAU!FHB_dE1m;OFQ$AB1kLNRwVRQ>_4CwLX!c$TsJlY*)=*vs3xP=UY6y8WsJ1Ghw
zNg$<ZN`X%f><d-TB@Gt#_Yyta>@l4Czf-n8CwzJM@O$=w*K8WKHq++osFf01(WA9?
zI<G2~Q)wqlDY_Vrf{H~`AuT5Ar!(xY1ccV21h%)AW4!nKS9uf5IvOdwrl-i}-!oiF
zn~_3_R}Rs&<hG@u)ZABVZM_<Eh*EVm2Hj0X_mQPCU#2Xmrh#S9yqO7CL1^bXM>&Y!
z8e*ZMjQM~Y&4@8Eefe|RaX)JI<tl+nn_Rf&(rA=QTy@H*RjYGj(<yKxBxTp-&6c*<
zjM5X5rLAdB!~#x`Y4gOt+GEPQ8C45+!~F&?G%hBB*j4X6xlk+`W8jo2bjEZ?s@)1f
z$xDb7>QdE(H9Bixpw-Vmyjk<p#PvxMIk$B_{R%S5>2@u?r|8yI8A%vJk*G~Rrm7Os
z4h>4O?LwxoG3{tb&?B<x!7Y_13upv{sX6LKQiUa0(4qm^fAEr>Lvv}WL93^zNVpLM
z=03Vx%-a+m;sZu~+e*m3y9-B|>0x{j^OKo8&ga#Ab^d2vm0ON?nBt&Akm+KHOKrs{
z`!yz!7&T9(G&N~TV@63(1iax^Tr8`0vSGRs{Cwly(cc@Kh5N&BGw$jN7{T0d`#S-*
z!AbyWcsLl?^%`|!Z2bZ0k-6Y1=&OvRrej0MP*L*LyVy87n@&QSD*pfi)(R9i2ykQz
zVIe*gr8e5*KsJ%_-senH?{gAVqE7Nj<!?)C14y<LHq=L3DE3gTK;$8`6s<dZz=4uL
z?yQ`R&Js9vBM9XUm-H9%3DQ;M4CnpuKq?B{XUX>f?g`k2G<33ps7Oj%##~6$Ur5^}
z)r9IPI0WbcobRD3DjXcJgkTp3myj`la;=9{3=j|ee}YxRw22^IY&@-Ki)-l<d_c7l
zL<@5=HHnLeH{~Q9Bw*D`kfIQ<l_LZ;gy1%m?UL4yaU-Eo9Y`fvIXo@wyDH(nD|GvQ
z&!SYWYl5J(w+fR<itM>7SvXP9(n&10kf-D<w;6`Pb@vk3QiP=N^WdkLJl24l()pJg
zl)Rsg+9%Gt?xZFRilhYLW$FY8i;Sn*b)vr}u`$@x+~?WXHEC3JNot>o9$0vEqE6-K
zgsWC7a^yGcb?$N8F`AuUtT@<GTy~n&rgGvnk1{**n~zV9qN56of~3ge2WnE^g+3*S
z5DkTfq}*)+^S&%GLbpg#&vt_lNF_=ZvU7Zi5gg_)S8w=X<nM<{L@VdTon{ruc)1y>
zg#(f{ywu5Dh2R#2%O)X0R?-$ymlB8KQS~L(%(|j-!D0FN;{x^Od=KoUDVTh|<%Kl~
zjYsAEs00d1Vz7`S{?uG{<Ep6Q0urR5#5V<n?-~<o)TPJ!w&<+fwORG5{Z@5euTphy
z&#2U;J2GU4)^eq~`^#I3SNK3D2}lV*2>=Ej?5rvjcb2sh5S3t+0fT~fCpgA3ao4{Y
zt~$3>D>JD8SPcb-!<p-imYQvmk+i|KWoo5+x}9(E8jLY~-?$x~>ybR=5bLS)0Vi;k
zg#nH73Bl>mZ;reSu<jQjG{Z&W*lZynl2Vhl5<>EF4m**!>5dr7vbt(D<RGm>7;tAe
zCsL9W4?}^R;G7ZxBVoeg-;$CL0S6%<?~r}~X9qsNpv+1HYJB>W9+9@1a>bW&OT-=d
z%PNX0HjUFZkhekvxM^@mrBxe7-c3rB`Em@_ib+C~A%&2VbSWh5F63NZ8M*jdUDrix
zkzB}>ptmn8IuVo0ip-@Em#fyVndi_Pb!sYlWg%`yT7h;-TN?_0qf{SYG^SQdV;O87
z`{xI$N1z0cf!hxK66r$7Xi3oG5(3*%AmogYGlaN6ASj@#Nf<lr!G+)Q^NYtJeRRGo
zR-@s@>a@gp(inkpTNBiyN4+gcO;)XnqX}2IwyF_zh|X!jRC%b5@>F!CD*%$TpmNGF
zN&}4K=@}&<K>N5mV{@FG{W0qhxns`@@0PDVZEF0e&}Wb*(IhC$pwv=yh5KbDLe&v#
zT0l><G=^oRAO@tjlf?Ap=ZLOW-QLL_<&2ve;CDh4>O+!kX>O7}?1C3Al5(PPFiBwv
z_g6gN5MYsRx?ur%cv7}6s9I#hZK*}IsWKaE0t%9F6cd1?<a*~IZg_<}!0<DA(jrRz
zl%>_+lqE=x=a{u1G@?>jP*<HDNdw$VYg0KOy2FFr;`!)wCZt4SbS1{9z>%d)%80Z`
zW!BU{Lx@@mlBV3-%W)*3f8bFV;l+n!$DZ0lkrRTF4yOM0LFvBRcKRL0I54>LOKSLW
zn#D1~x+PMFR+XwHQEz!DZfi^|EvH>-EOuFt;+zDR9c8C<sYBe>u;QKX4VA{@`%0jR
z(A@VECL4N+03!)~y*kjK269pX>JIti(DhT1w3+B|m~Ao?2@6vpDN?cz{3mrBVOtV@
zTvcz3e-xG<h6q&)0>c#R$DLBp8g`Q2iF8X5mk<=1jnv~l>$O6Kp>Qpx-At7NnH42P
zjpe3Wl9eokq)9(=c@DU0mX^{~qX2LEb;Uz?ilkY*qokp$orWt_`owi6hiin7+LI93
zC=W?^wCbVKV>mRsB0^Mx;!8|4^Z80)H!ddC+^Ef&S8ATy(%p6BH&0<vnQ1RPT=Edo
zl%#|*f|i1t0ZU2}Rqq8UO8cD`75j5luPe5%HotS$q$*WPr&GeDKBK6mw%bZl%y`U<
zB0N~gZZu}_+btozhOnrMim>U_g(M`QBckwfcj^Hnt`1Id-xu0pEx|Wlv#>VP%bus?
zGheAL0+4(#Ko-#7Up<HBVbzM`ZfRPSPyyTC-9+F34(d+ClC8iSbvulb`bu;uDIkQD
zl#CEEqDG;yDjmowIV7m#gv2+TDN0-b;}|_Kk<cWkZ-xjz(BUOIe8R0s8zqyJmlOs_
zQ40S6c7ykdNLuzn06Lc4!3u(A+g<^;-RI?sc-Sz4k2%Gi7{hI3A=gwDg%oPae75p(
zv8z&sgs1P6X8|O>T~YIa3m5|!N>CDT8%hWP2}l}3Mgl;<9eB<i=6wgHy8i$^xGna7
zm!ICJUuMVIh2tBYmJNPSBe_9v-IkQf>gp!(u1=v@w#=z4u*?-hrBv=}oi(bn@xv-^
zNu~Q@8+|S|^4e1>PY;)gKLvg#ydO=YHR2DIHJcJ8!l?|<Yob*yy=&HFL~qT0Bny(?
zn^L5zdrc@jx@*#ysHK2kF+&5);_og00JhVV{t~ZlQ*z>+Nae&HM==IlH!WxTaX_@?
z+Hj*LTQO-Aiy_GDNSdHbCz*aLioq|l?1Z5zGRwrjkG~0jXn)zM;%Y@2w?)39TK1)K
zp>Eaar89rCoY1qWvF;0X^sVz2WiDD~$fv=a>nTZ*L#<4Vu=Gifw(sXx2L9Ea)+jqy
z!QJh5vh>h<JMAADqT#$Vh;Y_xt1I|>JWGh9hf%AE*NT<WiuF6*yl9OLB9?@uC`u6W
zYH{vdYuRNv{91S)7GsK3(9$LPl!}H}c&VmKwM%Z1?2B@hl!U2oG`CWeEO^wW-Aa6R
zJ5^;~TWL~t5)puU6%YY9_~$w4>#*S`bX?KW<Dm~AG|D`N@S%l<Q{;u^CkI}Dqw1v+
zM{tp5t0~g+iET<Pu<OI!?g2x49VC$Ao5<T6=cWsFRdMo?mFv{3f=MLroyPemZ(hAg
z>&NI>T*()Rnd_(X`#A9+fw`ZT^ZDW-_=2iECaT1Ul4LNH87X)$;@j37@`^mb+kiNf
zlq*QWw5Xn%&LY#2f|N;9&K&i|PI1tcD}4Mw-|58Gy{!>dnBaA#tONxs2~pFl)bs$H
z?oKheK8>n*X;1Tk^CGsKok?~}I)*mDVFgc<u=}W1<a8Wot+1u3NlIl<R$xqs601ou
z9LN~bX~=CUB$R<+HWPJgYZ-{r@<oOtnth?tLoppuH~_6gXQnnt8T9+z_ThPMa_aE7
zoNL*lI?E0epENX5fRYB~WM@4-WOm5nQ*!&2G-{nzEO!!A0)bkXh+h8y9>n?XM#sdA
zkQJOO7&FF~XIob7IffzA7UPIQL2^^A`Cxy<mSeKg!iERleMuyA8R1aMlthA4Z3n~o
z^0C7lstK@wqAj@-9JDuxxjiE6zlZ)_RBUQ%NRp$i)8;sGedQ|$Q3p9WJ7;h^cj9&1
zl^-$4jk<+8(%xyOlC4@?ZE8wgLV(Utv?)m=Z*-l941-kz7$q&1nMlC>(h@Z19S-Wq
z=uUEXKBI#uHKn^zr=c$`YxdZoB}*h~^HKmLoq#>DjBGf&B?$=v01+hYB7DB|#RDr@
zQ8OeGV#i4Y?0OM~uF_O{6Pnj00k7S|fm)Q9NpR!)ili4|q^l|l#77zm$N0h9YzrN;
z?}|NUA|%9d$5xdsnFvcs2t$mOH>EEZJ?w;}k{iZUt<E#WOLG!r`n~-=M0F}6qfe5<
zkFu>UNNuTZmcz;$pDiN@BXE*NtZl@s<VA5%V@ZPhnozGT*2>g+fI`o_f5Zw-K<Ey4
z#u-Y5AeC555gwfH%x-5%!|K)+*nxDJ6DMdo12&jEv0{*`3@JamgvzybG9Gcv6OX!<
zOmy_@w66s3ov=eylBJb83vCiW%MG^CND3qkZKW$X&s8Z$ZOH&(uZwrbWB%C(VV`@`
z`iy>w;2lo)U`JMm619>}2|FL<_4N2}q6!GPGHxW_XaeV^+v7A`K$+6>GxLpYt|UFH
zAtk&i%|{_XsY+6^HaRLMJ@-DIye?gNvVuy7O}z%+mwukSMJo>cdR0ipaR~|2?x`T)
zpN>v9Cx3=U-QNdlPdW}2f=5A|cid-lk^0|>P@qyG@dM;J`Tm<?H6+N91jfEXM!tZb
zq~pCtq|*|ROMoHLrW_iN`>6?2E*|@&FIdNPjk|FkZyKZCbL}jY`D<HcCnSX=>A^TT
z!3R5IZ&Sm$GCR_;NFzIi0DA5|Kdtyj-8Rd!W%;T|0$VM-6p%Ms(gWKKfe!_PkPg|w
z>%>lG&0!#ot)yOVEw-HTAg~e%0xUI)Z8IQ_d-TLYx*8Kyprq#=`tR3mzlQkkIBDxN
ziS0DE;uR#6l$3yXNx(e-++!UuPBXrEn``BRQk@0&Nf|pOBzN`IxyE<+oN#`}E2u2S
zS#~01tts2h+zq-b0B5l7eq2S}lclUrFe91%UzE(300PEDYB@yj_vmq12&C6$IuM55
zbwuL`N{&g-VV%JwZN4_)UrOaQ;aXVo>CXh6KJ)ltJMFM=p+w^w0DgGuJXyA2!g!&W
zG1<~~^4UPZ&PL!Ik=sA&s-@8;N^~X^IWiZJFvAWxjEsY&vCsjWo|q@65s(kp?)Sdl
zv4im{HbZj*skOEpei(dy$Da-UBw~1?a;?fM*2c4Hv@3XBQe$2f8EB7MRTgtfj+l_4
zu%%QJ49R(_s|HMBDU;+B7d_yGkBWY8!trtA%br%pGOIkks9x4trE=EbsPf7rmaNsz
zwO^Y{qSfM5r_?7&sXpWQrp}P!n=#`CBQIaE6_jTz<gU)UsB-J`WmD+26;!PIsueb_
z)EfNjHvOhdw62)c#72BdW}=E!P3PfASZmqjGKY}haR@v@9!c|O?Ed6c&Ch#kt5d&u
ze|Xx=yFg`i`eb<&>x!{!UJg=ZCV^6>Myg#B>XpV;)kO%cH#vxL4A;__VlvA9TCU-T
zv%lIWi}ufm@Vf3W&l2p{W%y4BPXpjfexru7Us}E&U&OejTNO!NQ%qD-GKUc5BdTJJ
zLDrl>XS;jVXo9%EVJT=@sGy>DhNFqN>g(U`oTyu1R{jc@xRnGY=9HDRgqDZm3c|DZ
z#cjyC-zF&*%<1r6jFzQETdX?Ui3Mm=WTi<t#z-LV?&q(3n*RXtbpnp}Bbw$fC$9-i
z+%`WoYJ9lnod#VxpB?%<hax>LfjW%werl&u=c){pNRsm~q%$#0M?-35#~fXb9~OL<
z=Ht}y%QkA4z1X1THn;mW&Acvm*$|S`P^vQ4id1@X3+y1dCFwCWt4MW8@{|-~?MK4R
zBJ8X4!X?!G$rjS*V(m)Q)~Hdb)Y^>(?6)R6DRU{%=EYnzCZLjpyqPguRAVAo2z5oY
zC*8YqPsCTks9mCERRW)kaK~%7SYnE&`_G3L#XWNiX0awamL64mOKEJq_=+~Ntw<_q
z&NH(rrbT^1Us*tQhN(2wWy*$yEm&{7r*t^Uzj(IAI?|-Lg4@fKq~%&;C)nH1Xt2C&
zP;FjxQtkd_*__Jd?=kG^gbTq)h^hdAYSb?1mD?_4Nafl^;}(6p8Hh6BCOfaflTe8C
zl(gXo(}i2be}sD{n6B5Wyrs47iyfN~SgrD%`VFrZ(T_R0pr8KG8Lh>)lgyRhN@1}{
za;W|A>?diX3#S=al04%*;9|+;H#NCQ&0bMf?`jJ+ok~qEwNJb2bo+{}T$ymen@D1>
z0<A}*+Hoj`DrT%ZPHvMmFSOcHnSsE!97S^yzjvnOnI2toW9V)|)9?9fQAV?sDP^Lf
zqmHFV(>cy#;FMI9iFT@viQX8x^f0Q5OvR?#RWMs^MH?@>Lr(8@ui80E5~s#a{Yz6w
z2(?^P`;ha9s#+x}eL$^BO0uYe>xoOsNK}9pVK*rND*lBlJ}3Uod$sC}OIMcM#N|!b
zC54(gqui74iy%}~pjt$#J#{VBnTX=SORhIvbVk-3ZZpY8vpAU*m%<39MR|zsC*2T|
z%{DsHMic)4RtQ?qq#a38kaZ8A9!B}G;%}LD4>474TaHp#L^M*IZlx|0vgc-VO+4WZ
zxhO#aI`Dv~iaP?VoCNy$wwDrp3Y6}@EpJnyxrY)GR#zRh6%>Jls1kA#NbEKobU%!J
zu>nCu#n<B^BTUot9}H!xiG`^uQc7b~wn9PEPzItSQzKrKPxggaeB9>+BDc=CFoZjE
z!+qH@hfTKLr^s@>P^2x|al3CQbJo~f&|=ilPLSIv%yd)X%$|oEkr~k<?))BB?f!9i
zX5{ZQrczQXHTz0CRn<%{NK)%mc@ikKDXpdTs3E!X>CR0`5HQ+gd0|Q^$uGZocJ<$E
z+_uVQMKJDq1!jdMPc&XaTC2d30ZLPA(w9SMk*J`k1!)6N)sPp$M=LH~K=KyP<wZ_(
zDuk<fRppr!_g{K4TdUWqRaot|xh+R=#YbjiO*rD&XsN_3r2#nLcBs731cWcVK?zTU
z6!&>lPFMtzl<P5|i8CWqsBLKp5|D*}RpKI46p?u&QY>`VU>r<}661+-V6z@GZAVDL
zS|JGo`~@jM7|%r{bWj`Q@aI#IJcJSMl#Ku#!32bmbAo%0=dK9iG{SbLPMT^B2P7%O
zm)g{zRgwYIk94SGAao>Y$Q$tVQ!A-;rb@LXwS<rt?(Q;30D-tU$m~WtaY{_dGJ2bz
zy>DxJV#T)m8(~Xx+Z21gfimB%!c3TwLRFNI9ARTpkuE!=6(QDDl7gMV1S=>}PZhb$
zZco+h8rzJ@X>%zLxvrg8LuyM8HleG?e>n`yZ3Js?B@S-3RI~*ISu<6A+49s1QP8Ml
zoaA8Y9TW*YGn^f|akXXz2J@uKpx0v|*piwlQpV3P<`0znOaB0~b(JeyYZ$@nlobVB
zrK(d(0NoNLGpL)y&EN^=>57$9q4dgOE)5mW&+d5~RCJ0HZV{tMSUCzCDJMH`j-%K4
z@4?unLaj8Ibv31m&V;5NUB#5QFG6&;4yI4K7C=fO&A`w=ZcelmtqwmjIeSy(&0W?W
zZF1<ZteRb63Cwv2IX=%JK#<JF&@$snAS@3toS>a8qp}%V309J#0(u-|4Znx<>4CU{
zhmsVV5(E*bh#-qv4%&_2>CdP*($w04kz$iK5+We!$b-GL!xhY0J!TAQga*{)IX+9Q
zk%AP3l&K>l1dwx)g%F{*B{<Df*|%pmxf{;<bQqJWEm7;&EF{H{+wb{tACUT6Zd)(1
zLy;vg7lz+XL#%@qQe9~27j--{UW}SuNwqw*AfgRGGPhlZ4@RV|w5i9TYC94XxXH?q
zmco!CE#1rZzqZts&u$w}#F}KqI-8K=zRc6lA=VPtnU>01Bs#K$goP*^jj6l?fTc&o
zksuy^@50bxV8j6<7bzCBDpPc*fOjCs1lZf9z_E>I6Ys)LkA7eC#c$b{1$G=u?uS%<
z-IXOvM0Tn*7&8nL4s2xv3T0LIg4WZE38&Q1JjhQaYD{h{?kh`iwW|YdV`5I>Ky=(}
z2W_*{kI$2yRU6O4=ZQ;>>9gm_q$;gY{?I~F0)#r0d9H=jVALaxElFh5Tau-=a<;Xx
zDW$ak0G8r?CH<d2YIO?yvuSqsHAINM$)cERGL*L`Ql3C*07zI;m07paR8rMZv<dJ?
zEX!%sBo?wViJ08-*4MY($;R-|N!VQd?~AmmVYb$iKqO=W2S7+UC%)LudSmK^c}=*b
zX-ZagVMD4xCj)SL{v-|X2K+Mo?D2i!<Cb)zI=#)yEr*vKGFyXBt211xINPWWG+U+7
zl{$G_$WlDLOd$hMDpEisRW0rI%UF@6J4xjaEiOCKrj?eX)NU!Us1$EACl9V1Q&6eA
z&r(q8;H^NY6(<?tz!L%tk)YS*zn7*0q>V@s*B6lr7qln>fD)sFr8yuB=O;MW43pOx
z`X%{=b@KC;(N|aI9q(&dbf(ayA?t#*0+f}ugegQanUA#Ox6}u^+;lkNkGg~v5D%Yf
zuZ%Aj+~p26FPc=oP}{Th1<`qJOA)GVvi8M=S7t6vQKbZXrPgX#2PC!*PYJ3AEIE3r
zvzG<xn$I%p?vUfvzF=2sHypLdBq+WZnEwE=D3t<2ACBl5#-yKpGoqQrT*7*jbEWc)
z`W>-Vb#0<Rl^&W;o-FF|`$jnd5^RcRD(IKzJS)s8(1xsQa&uI56lCgpwNz#*Qq}>>
z@u5s>0H`ZY3aZnbUuzdTE(vpD^7h!Zxp7WbrkZ)ymvdYZ@(Na=HhLJPHuh4b1qw5T
zwI~!h?&pWPMeR(qAch2LYzh;pRAxVBvcy=3Y#@a&wjzd%M|3M5TF`>x5?0EbK=U}L
zo^<l@+6`iTUe_kCXi0U);!2D|?^45xB{6C#MpTf3LK>E!8hHR~QXR@mou@6ODoHE3
z&uGdm1|-{AGt1SCRToxLup1CE-g6naodMF(I^1egyw33t&JJik>-Xm{uB()(!lcBh
zR%X3UWUG9}rKQH{kw80y$A-`y0PB_xMClTi6Xv+{ids?=sFHGXr7872Fa~l!I46#>
zi-d%zt0PvTdhL$;k+9o*XK|h$uMQRycfT~Kh?y7KDE8_8(pB=3ww9WEh*SvA5$@=f
zQdCylZCUdphtM`klpsP%)Dkx!c@B7;#RQD<2m>%OCLj@L+{A6tP3*&vmP+|k%Q{sx
zV?}bP!YbDi97s}CP@daPE+X4nLKGmdmSB;jrAv&b0m`^q&yfmYbqWcJ`jh*#mEt*9
zpjwVw$?2_1PJhG!z!6ZGq@hbzr66Dfo`7KQu*Ullo`dDW9%P`rsGh1P1oYoH8+PxW
z`|+$25(EGM08Zur>SwRc_Qp9;QIcj!Kdem0(@Zy4)iGhWlC-G=px_<0=m;aOtn8tX
zM&OaTi?vtlH0PEZS#~*51&2XWH1GEnvf4d{k_P!HH~>tEvl6xy8e2)74=4M(iqfPN
z>{T7~g5-6OPRZ2T$VqjjfB<CfyLvfo*)+BLLI$<D5#W?gV14Z99_*IVk(E5g;AKv-
z(CWn@D%W0iKUu`Bt1gE7&i0Kr5pUBG%A{n}NePIy%Y+35tqMX(!bvLkN|KODwg8ck
z5>7IH%(T;?H4Tq-rce?FcUSyMBRC~$B}8-t{J8ru)S*fNAQ7>~$8M*f$EMx!@!>S`
zCQVst9CxI+bMCZ~vx1U$z#%FB0J<auk-h*2hyVyGgE~pK%gWkZz#~zKb1l^b?4Dc9
zNxvhhozI}xt0b&~uy@Afk?4AC55sH?&fFL`R4!BMP5Fu_RWhWFISWYD3E)(nSqUdS
zQ;&NcI`D&$Pnj9QCOX?I&h0kpBsz_{DGaG-1RaP{h7VG6l3@-&YCP7NjPvSpB$fk<
zD#-JgTS0BM*xdWTjHu@rBLML;Dn094%F*!5ozAA#(gd3vG3K(ivzarMK*^J)hfr)c
z(_L_!)CMq|5uMMy*SH%bW3~qaQz0@?mL@Faw1h{La-}kqgQcf{1#U+hB{<618@3jJ
zSx_}JmXG&|4YWWRX}m~xIZ50hURnk+3Rdz~H_AcAd6|fBA(j!SZRS6v^$>Ci2*71K
zk9RGtKpchVemf$h^YtDSorfdU-~Y$2y&|rW9k~~mD0|Dby7$t>b@|9jMp;*O5wcgt
zb=_-Zb1(ObQrRIZJA~}LN0e0weSi1&N4(GboY(95d_0Q6QbeAvyQYTPbZn51Qe8%9
z2^<EV;_l2W9mmw<I*x}1F?MF|K}8Fq&;+byW8YeaLLQwR=_nw!h6f*busTl0`ZJr@
z%q;|by3TE3xqT!>>CNq6Zz5BsV`Kg;OJ{5Vq4r@U4w`o!&-}z4llNp1#v&MxiSaME
z@`5K)Y}9sIBy=(^R<6!f9Z%-!3dp;QziOuAbEh1*)GRf8QO~szLVw)rW@Zb$QgV~-
ze}L%se5mJ;G4#p=2Tx?HPHnV0PWbJ{m$J*OisKt6AD2HEW<R*hHgA~ox8wLgdo$WC
z`QvV4y`zIsEgl-f@&s{|P`l9poVDaXA^NNyAvdHuzb*M!?Fjtgy>70qYqVhRJeTRA
zcn)vau)1HZ!8^%$ygy-+MkYtx%vO<?dNptYzXE>$#{*kOUraK?zz9zxIf<ND8Y%Sw
z6pR&iXpBN5&EYIq@i-Z<hP5RteFqHRf&YVhyP6{a7o#o4QEHmAQ%oLY8<!aT%<Ye`
z_us$0elPa(j|UZR4nOT#NHni`PkMZitrnNNVFxqCk8c{}$!J<*@#MI(2igM12j`o&
zQr_G*-8}u_zj$NS{}blXTWj1r3~41jUJxT%giKqzUECW?5fqZVY0d8xN4MdL094;n
zfjT-{>yPQ<iecvFV#Mg%P<n4D{q>SnlV?t?J6Tg&H|;9xd=wlDps#z#(2)L3e3Y(G
z^+2kk!EQ+6Yl<?zAEzjur1-tU4mh3F%4#s@*S^a`_<i3Vfg=()zW13!SQ^E;Ia#Ad
zGs9Fcq<auny=M>x8U3TeQ;>f2hd<f|i}dtD)9&yVOWSmtHVKUx&(=*a&!Wr1En|~7
zBjX~g$~!jY)kcm-gZQ(<>`h_9mbIB9|7{);y||3+gfE^1Mu1KLS8(v1hM%k5ZDWD9
zyvXNWn<AnlgG}B30qP(sGM5}t_nqsTgN(C9UKw!9a8K(c&rrtKj11)NV%%PQSPG*+
zLK=kM@_u;=$KXq44Lzitcqs7c9ls4;?d3kv-FayyU;NMXn))I?4q6_<vna8=$Z9AW
z$4<5G-iCHsHjjU=-$P{K#pyxi`tW<v(M|{$qdYaP$3%w{Lg;(?fN3;XOl%zr3*KY(
zG--i)3_yE*9ET8#a6r(=V^LShuN&U<EoURNp$wih3RBy_F{}L8=2hcT%YwfLPybL;
zv}cDiahlN;g6aUy)wCj6v%rsUf4fQXLmc%JdsyZYkBqv_Bq}x^uWbx??1()5GaKq5
zd|F_=J6T#su6A9oHY9K_$w*1*9QSsUe7K3coGj|w03lp3;HqWR>9UV_GYuR8Dms@l
z;>@4B^D)FtR{z64hBFM7#h@5a$hH*Zftm@C^{&u(qNfKJ^9B|qQBPFsfb<q)^}w{4
zmDY<ke%QYUkn3;lInu?=@g&tl3v-wsKK6|kc^Eyn(q6s*YZnZwtB?|RN@IZZWsU*U
z<+IL~1{jPBcN06hDko0dWI+#CkA;dB??T78cb`i=tm)9`3C&*yLM6n~^{H@|w6D|H
z{{eoe`e<_So$s>O6rJN%=!OFLJ30AQv|>g6__%&)xbaK)tzUyVviTuY)9@sH?3|rr
zn(Kzvp;gJRtl8RKm>5sBPS)5MLPY;lXZ-|GmTa-tvu_kMk<DUa8WX2`RIAMVKL9I|
zwZMk%at`7*@56bQcBb-fbf&O4ukop;+^~ME<hR$03VFzE?0ZG+)%sIfgH&n1*Co6v
z*B-(w(_Lwhcp`YcqQsCla!%25fgOCag%Oyz*I{AbIs3pb!p>82RaN_EjrPc`O_h_F
zjkJf;@2CI^wSD>Y^ALzA3VHtF8c3F^0YNgb4+Rg;yKg{eSP_r8Ay6@}Ar<U5e0w}f
z3PCd?*GQ<1`fZ;1iNVvdibDOO^z$qbxK(sE5V{}>?|@$qjHVG$)%KYc{vRN;TCU!g
zEzQ*v;KD3a?Ru(7+W;WPZp9ACRn3~osnu2VJz>(vg==7bE=~H%!B`if9gt^Gnp;u=
z(_%p3d6(awpdggRs25SpGc3!p07v|H>hg^p$eVsn+D0lx!#X%z!L86pL{fi9yGj_V
zkXhqQAJc=DmLKH6H63!JSsjBehyP~v)s!{$r>s*oJ=v&tk$~|u&bQe|bJ<mU;Vk@e
zzsqNT47(6rf)Eh?hYash2qKfjf;3X}ZKbGK59EdneM(W)#Pt-bbqZ|a_S$1skB)pE
z&9M$lcgBpnIg{wY%vweYpNg@swr190seb6Gd*&v9an}tAP_r(~5B6k@=DuMWEga+%
zCkHlbW9*%AS(jV*+elIqk(n_At!S$$ru{vp)y=te@lWVNYAY&L3m8E0Fx3DeCQzAN
ztk|yP9$KqwPqC%d137*$I!%{?1lq!i<N(L7(xt%!o-_1sgLl}H@i`*VD=lD55tTim
z$hSs+g&_YTD^7vtldFdwsW-?oS6oUgp@>G)y!fdbzJBW7!%h`nuB59yHhu~AZZ4R6
zWGa!2Uf7$6g+auqQCrSuO8gUhFJ$kIp8bekY&r9&{~sW~AgI?Pz!7gwkOmX4)OUHX
z*L=P6+`yy#+YFM^y2Z`Y;&(dj?(x)xx*+^?#tsLaqjbL8hH10^%E1NaUhnr^evSr}
zFx@%Sx`MyG<<P~Ni0mc^Z<Ua4iuGZ-P15jjR7&gwg@!)=nv0zHCJ?}YtY*l_*l0X3
zHs^kqw0B*YGid7QVt)kL$T~K;N+4gu5{Zo>ejW(z8odDPY8G?Wv1~q`IuMwZl?Ari
z*A%{{`SS5sqU|Z`mo?wnZ%7C9zD#S|zAA3~2@xe)Zb`m5T%ZVzGtH_{Pz~c2*>sK#
z@oxTw?Xp;r?b?z!J2l?w{^$QJyY50;W8k0Nr>8df%5_Oe_~yONS*fOT;H&w{0v(in
z`ge=cPe7V%8|>*L))ga5E>~h_`thHio1V$Swstb$_cK8<h>vvyKy5USqUH@2rrV6&
zEYWw&3d$#z;T+(Hq&TTIA8j^iF~a-OD_{c%$|ujs;BObn1cTX?F=ueI<K<=NkQRXp
z0Hi&K72%*lWxF^-Z@u<8ty3yvl3$8Wh-*G*jq^BBkoJ8v^k{;1)M`|Ol|f?(5LIN5
z@9QrCjpy9ISEmMkW{KXMC@l)n#5SFueYLfQ9&xU&H)a-G5hHoQC7)E?D<iD?>ptL)
zrTbenw1)6^6({uvLzCznh5ek=a}j#<HQh$oB;<OWti+%<wqi08szbDTH~>%1Nv`Pn
zM$Sow+6@4}@}_RKT;d*Dq$_Wf?$H|D13d<3iVz@<0hI=+CF1Py3g3s66{ukXV{Vam
z1z1!x5>AhMM%M|%j4>C9|7G5Z%NgJLv@KVBDmksBARI{O3Tg7_F~N8m##Z=|Eb>Qp
zCjk9NY-Biy^n5Ea^raWX@?jlF8p6sT)3?L~nc$s{^EPwx>*c~3=kNB7r)+7=@h@rY
zq#k#SNi}gnOo?^oAu>ooe39BrposdfSjw%lVi0|8c36DElK#|zc!0pv$d7Ro_Sz1Y
z@xqJxvme_E-HdBsS*-qKNmh>d{V|ks<3Ah^r$0|@3}wt;-?rmFDaq!44Wj?OS{*>C
zTnz)cuo&mNBaF?lSbS_G?OmiU<u(aoVsh{~#FZdv{lEiZF`pzSrk=m$v>rsC-g4L>
z6*Ee#DN?w%>!p76J+Y-@@9Spr9Q~RmB06$6qa)`cak0JE@m0ak2jg}T&o4sG)=I4h
z4oODu(Ll}?inzLfW=5lC8uxj1&u0UFE#>Y6{2WHv(QhG-{UOwInAUhbt(yP<XeQA`
zu+3to3NYp74UT>uChmGNwv%NwbpG%=TOH##uDc$6*aE~>Gj4w8i!8*A$*m)H70JAt
zi^9DK^B-iI>6{Xu8E%Q%<|qQHjZFjQr>{1OMC5$`o>lz*JHLqm&H-w;)2D&x5J2;L
zO`j_w#~k$-?{`AE+BvdIO}=)%^pS&1Q|K1;6E4R+2fai~^iqQOwdsIL{|;+!Mq>Gj
z7OH6S&-<nckNu0wrlwN5WOR4a6tSF#W6$a0i1EMZ1n%oi3r8LNWWYEhH;sPf1=OUE
zu-q9ezj7sK4;A)j*|YbDGj<rhlhtRZqY18`Wup9N*`D|_4^QHAQ_h-0HkhW|CW=Xe
zmMMsbCNkpeWh1P9u2(>=(X~ooACj~;Za0nK%9pGsZiJMYm&Qn-vR@;B1nKYawb~@P
z*u<~j;`7A40<Q?%N{MdaMA!*HTxAc6DF|ePeShANWBZP%XsDeBz%1+9kWDBuKkhPk
z*O-1#epeqoHsi(uNt=yo_s-vCZ8u5wJwMP?<SRQ^p{7fa3c2zn5cWo5F)mxkf>nQ5
zXTjZO^uy>faqA9Uuip(VVuAq7T<DErOIbmK9F?YO@J){KX}eT}C`XZeeQxW&ib6J#
zwc-B(Zr`~Xz^3s#@<A(kS3pKeV4&^avWpwd(whs>aTD~Pf!EEf4_NJ#%lp_&GHIdq
zoiWjZ(F8C|L)?F|?>BCoOe1D#X@SeK!Oz+u(BHE`w4G}`-v7={8F&?oGkya>RLmqE
z<YsV3W<>LQtY_M~%@<XP_J`g0SR*e@-zxgXH6rErg0aC{&9xX7a~c-<UbyP)oRC?5
z58%c{?QwnE1Dm~s!OksZ4VV7K(EGxDTWZpji?faWmdksC30YR~@6Z@O$r4zRY07uf
zP?SYF7@ZqnTXi?-2IP@xpDDOE_wEnW(t`lX@9M3gm#ZTmN@s$-2P@w?RM;v{;Wl&!
zO6+-OOp5KkTK^rrNIa>(o{n(qRwY3c#@3<$Tk(5uk*cf`KE+s=^>PMQSHd}zYicU~
zDSX(TI~R_)nsncvWMpl)F$5PQ1DqM!>8}2`8Z3C*oUekOKJF1p-=~FSq|3D;sgfw^
z3kC|iKa__+wD2OMzAw6C@ULH>u}}9q@Y%B-@ei9sM4hAE;C51d_k+5xi@yh0K4^US
z(3LUDAiXWlrx4I-ARE~H*SFg>dl5ijAc4ipX%SJn0VH<eTju)scfUCd)Eh*p$%ER)
z26ThHg}98Y?NQke`e+h&f%L@fP;Wi^kMP=|of<AO-*j%xxH&b4e|(b3l<zgVY@N7A
z%|4w$HN<ZfN6i7$7i-EsS%GVinvXG7BJ0H0#<d)8R8f0QPkv|3pe*x+890Nryq{fx
zBL@bo=6SHbp(5v3)<aX<w8Kr3p=^jO0?j)_?bf^PyCdF3UGW>*O)mrHY|cb(y~E9y
z4W1Q^Gb&FH7U+U*zmEd{%C$@I9S0kH3H%Grs%tD&V?iXYRijEhc?EEtck#yq3bQu!
zDkA(oN)9w#3Zrvyff<NUzK<pW;<xh6(+u3eGlU*5qj<19ovmzhF}XYn)Pz;sC=KGp
z@or?KCW0hoMlN47jXpdH=I=e2M+9W#H<yeDG(vL>&BTxHXozs|(KBo2wl;G_-)d7~
zeWF2gkNWZl>s>Ib-=X=zQK99x{rJ036TwGqwQH~(N@2~^&P@KEFkb)+wCN7;)g5BN
z67L49)hE!pWmIX;!Sq`{YbI!)Fb`Vq%T@H2nFx*)v)?ip*kx*-5uksp{owI*n6TN!
z)*Om2vygg3(DJBm_S45S_KBriq$gYnMDP&U_~%o{f^R5ubA}wX6CkXt@HqA>bmUZK
z34_6q-eNVk85|*3b;0unz7$=F=^ji%nmwxI36ULRO&X&JQX@CMKy<L73Hz%4V+UUj
zW44n42e_E)W7$U)W)|(+#iLShGDfkGIEWoxX8KXzTmxNMCn%Dt_d6ABZM&20_Zb!S
zezNHAK$F?0yfftW#i2(AcmG8eohx2u#?hf=-9CdA4yH?_)U6Pi)^Ws?wFe*WQpDKP
zcKlozq{K3b9Uqlu$F2yTQf{xY=zIMvQAaMb^BT~E3?REP@1`LjtYl%tju7|Kot=rN
zOK0*FYj5|%oXRP?%Zd2G+DcovVRB@@iKQ!6zYK+I!ETO>Sb9E!n7GaOjc|VLG(!{r
z2bjZ$GZg~LhpPc{U|E}}rbFIKO}6|e$c>=R+3;pJuoZtw)<j}pZibAa3>e`E9LG<U
zGnQS2bbpd&;MDUVR&P9y@>G`19-1;QL9eJ%eMIB<{){psCy3F_nry+bcod>fFv-t0
z-_In-#1?O+cri5vUiw|hVs?Owx5LzTnvdU99y6c2qBx71Gp&tP9-~FY#-{kXF&g>M
zh<2eXyT-?7c7Zbo)c0865hD$qPo7J$wyKDl29<^DE_?#IJmQL^;Kab)X(71M&?45r
zY16BUNJ02S6>Wt@oNKBKzlMYa9o<xHN~ND*ORdWrU4C_;2(3eiRgmLDO^2#a8e%l1
z)q?B~TeXDgzc~+yMDh3hi_Ir|w9k;zUGTn7U{AIt&DQ>Xp4<te|7gV1fQX0oTO;BF
z;-s(9E`Jl-DSg|ZoODX{M?}eq2%}z1q{|_!DNC5<Rf)mqKN`$hTyx|*T@!x`8O*C@
z312NzP2zZaA7mYSgXL5kgi!_N`sTBoJfy}t&RB6Vf^;Nf@T%Q7#d^cxA+RaP1a2|r
zK(cznkFYM)>y$*kzKe)A2XYJ3#XUw54*C-7;}Qm@?|l?}=|EaM^$aNV%%fQDrq6P1
z&{G=j-?A(gSE2mOs-@IX%*G|u3E<5~I_Fss*Y*QK&Je932DD*uo8e3KreTvD*s$<a
zfLnmTMvv@L1juLs%#;8?LDd_mkXs(|pNlmIr{s*Xxt?0h+S)5`E&^IH<3%i@f7|wh
zU1T63?Um0#y&fBV?ymQ)${}R?L6>)i_NT)CwP^4PvXj8QJg-YXuy~=ejPw_&_)n4#
z?+tc`UJe@FpD){3dJXZbRkK<HLw2k48Wt>uzh2jV+Y$67$?fV-Uw^iq-7d(n?#tlH
z#ae(Sfen;t#sGo<mZ-KyKElm8Nefq^dbHlV##~V5szQL|WT%2BB1&w_Woe~mu3<{&
z**Y!!AYl4?z_Cz7yy7$4vg~gvaXBh>wxvKtovi%^x|gDf>5>(K2C>g)Slr3<WU>o=
z&%dB!|8^?zz_H##c(r<7wOaKfU)b4)eOs-kM*j57Nr;E7z--=Ex%f*|Xr^godxDq_
z*we1(rYiVL+UE)JS^@+G_$niih6PC3c{sbSd_n0RCwZ`At(_onYrPw;WZD~QpWcYp
zK7<Twt<}G9{FKg!?n^}mZS?u}R_M78QV{KzL#~*OdL+uN|Gw!nj7UCqRplYEx%R)_
zm^(bzre3n;<z)*y+B>Q~m7x%X5J`jNYzKw<*FKY?kKRgdCdhj+yN}?<K%<QG>ZYn=
zGj<BLw=_19dp+f^ybWz9PD@NbKb`fmyl-Rc8B`pnYKNIvmuC>KlNY{$BWfOPeu0le
zSTKFhbYmevx@co3nn=SO`i^%|Ap4-G*`V>}`UQxEchUeHksN6b1JOEN=Z%l`VG(b>
z#jAasb{jhmGb8Y6!Y%z=RF!Kw1DacEFE{cbQ*3Ef*}@h#Q?0|AV_sXnl?wqyQt9WJ
zSQ_=~rY>>Hb=k;e=`E(FKNnAbWW;oaZ{|%PGEzG(f_wh#HS{LEkIdnleR_29&OR4Z
zaIb$Wb~L$qm@z!yEPXkmg^rr3{U3k>sdQ04w|qzU`g1ixcEP1-lT21z#e*jCS@eXJ
z50f-L>GUz=XSO(*>}Rp_b$uZGv*u45XQf-(IYR?k<>P#ygggv3QIS_%!S$WE-;%w@
zJ=K~A36N5QcaLuSUclwBVbe!K9>0bMF*@og^f(mNYWRZ&c#}CpQ7-JxM?YzkI5uWb
zY!z_>WSlGk`6Llbhu^Xe72didN<5kK4u5)a^?v|2R`%xaBr(?1K3>7w9UMw`)3(tK
z(CM-{k~r7ci|&aK7A8c^f0O%F8xhq&THf{A6}xfJtw*cSl<12YACZ#=QBA&;z78>v
zFxeL#JmB-;KkNlMM0tA0hh0)*n7`am6m6I>D(60U@IOHJ`5W?jp@biU2|^{3hrA&M
z)+GkjDBgO>ezSgd!J;W^P7nw?%vq8#4XJ!I?VcYEo6(p)5fVw<DJ<KLc<yU@!r+SI
zcyZ-|X>fch!QqvYG^k9=MF()QpP%}P<AQIHL}cJB%9`m=@98@3S<n;}HovixRyMXC
z&;Sir;0$@-8?JoavC;iMdeVj_7BL>pp_FcxeeY89P`in1nE%u>P)K+6@|&}Svz(?^
zG6OH8AiqZ(8D}Y1-f5m+v_z7)-qMGLIjBq7CI_BsrG3O?oVo1vob=46f+<(zyjw*!
z7u_cN5pzKew4=2Yb#b^2D_jINLRo&I<cSU9EU8M$7>jV~TVh=?por}=NM*cJUHmB#
zGQB!Jm)JD&fj5?+6|y<~kj_nRD=X_2;wg2L1n_?T7c=lXfAG}9yJkBWte`-~3d043
zV+>Ok<dxO{0Jl=9dW}dG&GTdpP$650LBL1bvKyOOu}Oh4rn!UQ7O<7-0Hn47n}6`a
zYbZgi!dD3MIS`S~^0%~)RWscx>=Jpl`*cnxJk(D+PR2Nry>y*6BJ%GleKa1bdst*R
zqc$(JH^{P+4mN@_xnv$+^!VS=Wn-&^P7)w89W-zY_|huw4p;g}D(GVhHr#Ko;Q{$V
zm2Nz`PW#RJkGbpF6)&=SKQY6wYO{vDjxX3hf2qm-yOeb`!>&>h;8~$lqr8KVgdxI5
z^`SIF!nAtyoQl3oBALDukt}}GV~haN8Ds^L<+tBKZiXWYCc+AXXhrkDSETJNeq6lB
z)efeX*Ot>){y7%C`F=Z?Zw_hq@Au#c+<qX66>aDL82Rydyl^_hzPSqW(d89y5+{U1
zM(3R=5iHl~bFHv){|k)OBchZ15~4sk^5^%<=ERdr9z6S*Wz=CZLHBDyKN3f{A%}P^
zVq_@HBahBq0RcI-&D$ja1$yBhE(h^XV^cVrTQ@vVdH02~c253Y-kUsSZ<h&*<H<;c
zL75(QSw46>h9S#RtTq}1V%Nn5CeHWh#2fc%c~<-8=oZYZ@D(7HV(@37XYIK!=_T+H
zhdRNZ6W|9sJry4<6lt0Z>@m9Au#@>=k!^xdfPR5z0XlAjSd9pN$7c)Vj70lFxOk&$
zN?GoA`sQa6a{MsQs@h1$EIg7z>56f>wPbUrkFezHshoXBJ;^cLIjGtiw$D2^tLXBv
z`GrEysS~@W3_ar$mA49v%G7!0N~nK7FHiLw27T09%@`Jd4n{-iNxj1Gb{8%hc5*Xo
zOpb)P1#1VrNXM{3z1GEtPRO*FID!T=Boer#Bw}<?BaX+Gu5y;@0i->qI*o>C-eitk
zW3t*Tl3$Vfhuc)4m|}r+hmVG^Yu}rwC~r&CR5TnS0T+z=_Kr?qMRZI3%zl&jVaUtq
z8)w9&k)LW0{F`|?JHJ5Bz<j}nXd`nSAq^J(-mWLhcc_D7B%5eTsb3^qw5X`J_(DfB
zp7f=5kNXhtkU`eqNt8s${Oj@TPWe)!ok#YjUl&OW*0mc=h&Z9aBnP7UT3QcVEZsdx
zkD#N{c9@;JIjS=c4rUNjI_VuR`AUnz6%)W7Nn#{-YhSA4W5<>Uh(O~|#fmJeMKTIJ
z9>Kev@UQo>dd{Xl{6}t77!98q^P332OG{R>`sUS^y{$6)8Pe?{+N)^*`yZg|6-S84
z0W*qu{-<P#9)L*fPG$eQU@4WObwy*q^&Y;&H7BEyby9NtQo&PACp6P2EpDQa(~ci8
zAI68p1q;^EL_QDRHVfz!X<kqzYX9~A^FcsL)b;6HkXQzmBThtWIYLK0N##0cL-nBB
zx0{2V6i3SE{DJVoK--VsKXLt<j4SC9`Jt(JTrA!`dtY7+PtHh@YSMWzQn&lIojmAl
zrCPQ@LQZ&~o6MAVtphdouNv5G%dkRhvAb{p2nPf_4F}mcGW6%xw3bc6w7ZS@`B~u2
zQP(%<MWl?(v^vI-mhNx=LtPF3bayK5_ss>&T(VIs*xl5wE!Dcgs_Hx`S4JTd9=H|`
zdu<d8tl|}W?fqE1Ey16(`N}V_^2#qnkhtTBq%;a0O=CeEuAn&RA0dNWKtzw_N$?0Q
zeV-Nm-1qtm0dErzUr)<vl*7ZGdE-olAf8A<*?%ppNg%IL<)3N5S}cvwmnsZ?XqP2p
zBi5b7Q4$ghiiUm(#L>nAf`BSZZ`cN3V|-L=%*!XrCo|u%K_NE1=K4`g-us7Z(TfZY
z0aH82e}03gVu`gJSTVG@63n%W>8X+wiC`Pj;ljx9QhO$#?T3Cd>KK%;>s5Ei#LVw_
zg--B`8Y^N0n$nQ*gN5hOZGuxigObg26qJU#&PK$OJYelI*=`VpN~qAD;OVuzy^UDE
z(m09$&L1bKS2H@FYW(U#MSuf}fr~|QoKed|TW{Ia1N3o<ZA*n$f1X}6`zAb06zB@t
z^&iiV{U}&1GF&F`KS0@nlgROhbq~QrriJC*n?b_QRg7^z1$sQOtJhmAG#`KD4S&in
zBt^gMqR0?4K62U}0>8%nQ>nbudCSaRo}Z995U=%E=<in8iz1{jD?ZAhZs#<%T83<a
z{?=+ef0p*yz(?zena!NUjBN(|KHNHXY=zSG1_mzlNKQjddnob|_Ye>J(-n*~gwowY
z)-v)lrhNUP)otxeDEhA&Pc_4h<s``+6=p$y{LQJBN20v;H{QC)9BwW_=YjCk+vC-#
z1sXg?c=nFzBr#82A+|n#bOrh|!I`;6H97<e$n49_2S0A!T+U3_4~Y3G5%w=lZAHS|
zWtdgxsaWdA)85|G`e*<BHyeCqM&Y_y*2&`nx6KJ-qWbIrUmSY_B0Ao<S3roXQ_%af
z#DAtz6sCwzy17dgQ{N^f>_oN-u@O12mxe}V%$^I1`htEK1|ZG0+UZVP@6`BC7q73p
zrCWP3kqlHDj(8sQXX{CtQtpk@P@td<ULQd338EPf!}*O<<t^##;oXq&4s#6PmTM!^
zB6Z(L&kl0YTHkN_qx@1&Gc|a2@$P99KSQaG?#Nc+Ic<Hj8}yN<^`*R>XPiwkZyc<m
z<?bt6nHj}3X-RvPj97#lNgD6TAQfyFk*?u8apc+)lvQr|Sd8a`dHDd;A2g}o4Bq_Z
z*FsSIE1I?`;^x7@9z2KWA|=U{{g9>iq|f(eUXnVU$9JJ;f_6bKQ7);i)}&lsS)-G6
z?Q<_(H`JVr%|Kput8vbvS+-8oO_ew_^D1t9q0;K0kMW%U(DrUZI9TyTpz%vt6Usry
zAzSf_SBq@ltKa^JWF)TMI4(K7Ongi0t7NiNeuv5wdi!>W{W72%8u@-3saSR83MhXK
z6M1k)p{Zvcw!~A%n)<e1Yqga_>B&&VjYwPPyE$3-rfXIl0`fbZKc}(QC}o^wh52yt
z*FXNrQ@2CH^_vMIv=zE+)x(&YuyRlInNMe7));zq*2BlhZ!^!&^FRD5O@D`mwt2+N
zhx67kJzbOgf4S0PV!7rU3(mjsFU>!BVshqEs|h-TBVrh83*K*9Vi|*xtcTIe>ZbxD
ztcjDM1uPT7e$N@WK7^dK_s@HCRN<7mV@i(>siIn}Z%M<)(G%*Nv{y<*J%}9k9*JVp
zfSZfqw?Hl{sYl`AcLj2$x^2pj4o&oie2c4l8<qB&=;$-sf|vYtjQchQQ|n)R+}RDH
z2ZnCdTyO-R3}5B$%pFuFs+P91plT_ap|0!#)8CN`%|GVi%Isf1-0Zw24D@T#Q>Vww
zH3XbW3G*xPozblt{}+FLCnxKhe^<o+0C5&*&u?{R=*eQ^R0}sY&&u3%dF?p<F=sX2
z3FV>3tVBadr}l=ZL~mlD*YV@eH(A*kH%d`*mF$A|-;QJQd}vJ2Q8LU)ybYv2lQGAj
zS<i{@8=fA7b4$ptV22c*o01>;;zev7OkJy4LDD1^YZdnQtbQ?#`-giyUz^mR#Lf&9
zl@6C{mh{Guk}2|t-WZF;H4xj5^4tK|pEa&V=?v2>ck-YAiFj6BXz}Moh6$oD=&J5<
z`#NV$)+>3!8K&Vqtz|6nc~htHze8<ZH71FnWS3VG8k?&4YC%qesP5<e($<V;eS7JS
zTQO<Qe};aZ4<r;+*l~Os3Z3x1kG6BDjTpd8MDu|D1CeeIm=|M72HYy1n!H%Q2g1{b
z4Z}XJT9QRjw64SGR5eTL6T(N!@Ct4sQ{@jZ8_e#p`b$y8_}~CBXSCw#DmUQ3`_6-`
z8x98U?-WC>61T4|X-kCsyhL@ky8piNF@Czt9J?#=&1on?uc@*>Ya9!zj}MY#|G?)g
zm_q|cwM5!albkkFE;ZluhvdH7;3SoB7>C!XZEk@p_@-@9q~}dLaXdKUdWJx1&Bj-8
ze_5Z878J;cyJyh7EwE|G_{X8@-pRd#vwmcK!~XzbV|M(<W_)rh#~o6dPuRj$MyCCm
z!XK7g>5ureiH`9Y%@kO;tSl0BHbRt-LMM~BZpZ`MVg7c8(LTzvHir;>wVc$Z3#LM)
zMc+>>`d9jHfO@iOjmNdZayPSfnYl&<V45&*o{VU-wjIr3`1XI1p)?&oviDOZUD9}4
z3lv9{ux}DySU)v6kINUiMMq9o0nGNwX|p|hzI9dhtokY;|8Kynu#<P<hW}-nB%HH;
ziMx*y&K1PXhp_8jB2|JKGa*&~Sy%-N`FGlzxF5}Xe>+;Pj4{tJD-tzOa)M<tmN8nI
zq^yTnELs9f;b}Dv7;1vr-B!fJ3$yM9L*%Uv`jiZc4Wp#oIW^{oxD<RfonwX?yP1HD
z;a6U|vtWG;)8X7{<^q1QGH%gpZs4nB;d3C*i4UoCVR5biefY`R`<;zwlKOH;^-H%8
zMS%rlB<@Jd6k&!`y_EelrYvCy!~3`5?IQYZySL#TIzV(j51D<erexyDhlmIBw#hxn
znf9f%iS^|Q09S=iMN-@8dAhwpmRNvjo~fO$vTA*Xx~$z^co|DAI9u&V^vQyshXh;7
zUUyv9yzX%b1m=rh79a6b{Qd&sgwwBcivO+AM-MS{a-nV*C;tAd%o_Oio-3d0w=td=
z$cjp&5#vs&+OHWA7EPOozXtv+cUHB55_Bg?`@I>{?o6GCR-jr6lHX^ybWlEniO`Iu
z6Z-ZRp_r=gA<H;eOkfgDudaDMQnD9m=rC|ue*V>|-!aG}hW8t=xU>Q_YxC?ie~0Dw
z#<v;#>TAIjRn)*WC}t|`h3I1I@3WstQ7R<M+=0>Aym0UMI&v)7-6XMx1aUlS88r?)
zP$I_`cKWJAWn_jGE)-c#MgFc$rTmwf@wxm4dxAk&;1y}A-n$<H`(rr$(jI6SvVu;)
zSBd=Io8MXwI2Cz*q5iqen8cCOJAPX5mpbfF@u-t#r}I~;VbX0q&S;zN^~vXdXPj}9
zm>+xfXL?In+tY1EGk+v>F7eQvInD3c$))aoY}gqqXqy$}>Hz~~j#r?}4yT{4@TwNb
z+m&3EHa2+)fNan^RjtuepmI?QNPGzZSPED*=&j|zZ>P5@kq^qIG(eBXeeWXYIM}>`
zy<R^242fppS2ruaYZ~U4ACrIZoZntl>ihYok;N+`+YdM55DmLLuL|@r#ya<`;8^sH
z`ctl+Ou-wJAZCBGgZ=OOloEwCaDzni*>gGQUKh6RBgd&#YslERa3`+ofYeFssv565
z8|tg*gRo@q1wbxmXFG9-Jd|As8%DKh#qP7mhLyFNv_@k?!3G05M|pQG^^N_x_{?XF
zyp8VhTe}fB*2*G2wt8Chah*OZ%>F;p^_QaepS`H_ZdhBK?<yA{yy7PKI9ji?eCcxV
zs1UC#;c#PBzDtxZF%BsO?wFJo$!PWgZA0Yb${4l3EC##Eg!k&q`O9Xk@zlo};J0cc
z``EBUMzHZMIr7^UE0J$SDuTwOE&o4XH3&n9i|78s;e)F7*ADLdbzX0^K;J{AV&2=^
z3M5u~r7C~_J%=dms2&Wje^_#&Vc~I7zdEsDtNnpIk6)jt^aDP?lBBQ8>7Ch*U@JJ^
z*NJ~qh1$}X!@&^HmBX=>^#!Cd+#@=M!=R?zI6=k2LY%ypAuzpdH`GX-@!DBNdASm!
zxyJ>gke_a~Qp5VfVptXy?jM{Og(^pSZ#gMend&D0`{VppM%Yu{6KY<%Cb~Y$y0ljL
zZ^x1Ozi2=QOBii^5AA4d(DoenL1lg%ulUtO6O+MVVkR<<s>8y~oKLf`!a4-#^zm{5
z5e<VJ53Iib{aG5n=#hhtKM)K|UUfcqsqT5C!)2Q_A1@NLE-6@XL*D}_VXJS0FnHm!
zcewYjz+LfDaIs>b*jzAvA4y;~EU<ElpB$)sOKs(6H72o|fNz$#AB*Vw6X?qq1WUT!
zCMi^LLJQPJ6D8FW^UYV8A>KHhPJ-c#-bNhVKLSirb)3D%y?20>C*^>E<KZi4NAWP?
zIB+_P2@rL$NJyjj@-_VX0z1l!wSEg-l$u?#P&5F-1Rw*|1;<m1`S3;Vuz5&#bk^ik
zSvPtLXzRx{8iUA(_u}aBm;Op0)d?Y~<mYcvcIfGGaRi!;YJpB%un-SH9A;a)+*j+k
zX?8Ct<GGip-Y|_O7d=b{=>1SLgIt$bXuB+V-#r9cyl03dX#$?5AM&N~NDv<T7Tg!Q
zSuG*#dz;Ne_GQIPk8(capes2aBIaF{zfYDv$c*%L$Id3Q3NA>|Jl0egWw?6i<P?V)
zr<W!FjW4t;k=CF1^an7(4Cx>6BbFhzF8G&9`e_3rjWa(<FfEIvZn5R(FfHU6^{Hy!
z`&^$iJ<Nt$9?QbdaB$bAMt`7I-RUYEKyG$VUW?Iuy)ons8AZj9oPTS+izjCMhFKdB
zQ^#WC-d@0AkUqs<(&rFOhb%Sw;Nfzdax@z<?z%>2RrCNOBV&TdK<$xyb=QV8Zy5+&
zTp+GN^-#iLmow@eWBJ0*J8V|;3bW~LB}~HN=f6K@DG}?L6v`BwZr>sv<@UBuxKZV8
zk-w^TyYi&-um7#IdabS%Ta`TwB>M0HRPOq1{5$cYU$1_=C@_yJYtoQ%4*fMk$175M
zRhdlQ5~uqiwtjUn1DpQ~fUE9pHdg1|Dz`y^UDa<3g#&O}fWI&Hxf{+q&M*7HUoty4
zX#ehP)sFO?4Ix=@VgOTjjN+Afo7v+hu}<9PY(B-^mwU;6%mx%zdiD1x?urXgQ6Mi}
zzH8{=ql=2VmYaV<8YtRbn?m1@EArm2Nrp@IC-xhC^fA+${F*1~5}}vDbw~=5`EZqj
zRNF$42Ox%-50qIwb1E&zArDC!;0i$ui~Kb~Ooa19-BrI@dMO!`grQ;DJQx^i5@_{J
zu}Q9dwe>RzkA?mZ;9o$$PS@m!)|&>JIs7TJUV*VdlX7p!i`j4yjV=yJhNI#pDC*0V
zlOwX7;I>JxrzZF#iFbH}Tf1i~4obUCu0uAIs*}D}v#OG7H3K{c>||VV`}($Au>v2m
zj*EA%NGc(Y41@eVpNbnU3omo3>b5=)YdA||rYERZVFN}V`$VRk?gsboB6}-@3$aA;
z`_}EQ2Rflo<}ZF<{2A`4X=40&b=x>Y$lLhRm+!4Pm5o2lHSwbXn)2hPnMHaw*PXoV
zhmW!~8q;pJ2tKC)?OBWlk^n*Xt%3L-1Yw%|pC=1-@4KHy11k#5t+O(lCW7JjsbNb!
zDe}mL*qXM%Tu+8|H5^4!uN85v>4X}%4|8NR{NQ<B9bzHn%s9{gjO*-F`)B8D*i4a0
zP@vsWj=Uh$HbxOW#@`4@VgpOcu9r~0E4^l6^`kJuS?nWe?SP(1e7wejUVH?j%5Mq`
z;7wFDuQUgQ<(Yz_L=tARfZ5inq#Nu7XS<sd&1Yl#CHag~xN@wJYqR#VevyvfM3gRT
zcI;s6Uz`xWD~ek57etNm;INzK#HirMa!u`t1e1fA*z<v;|H5U17yQaA3kRwO^o=BK
z$G!xETqEbn9<XQlioPTTsEx)&+rM9J9X(=D&?1yexVRr1&R#nX>`6kyty$#wdVkmj
zK&X<AAX=q-x~P=Q`tFR*RkopKtTm0y@5y34aW74L?ednJ^x7glca64!^@z&;t3A$=
z07i+xS9z%+kdM+|9Ue*L^O?tcVO3;|be4rK|HdHFW*1-~If?Y7AklYsotMdTJReKr
zd?zSBUC`hz;+IGEWOGSz4x>!DdIw)Ht4Z~)Uxfqa{Tg&EPIKBKwrd~x=1Y9yj^m@-
z#GA#G``B4deOhXtVijFm4KX1W`RU!H>0B)EQ#=#3Tj%;Fqig&1AUz1K)2<uq3e5l6
z-CHUC4I-x=sGK$J;Re+s5hF=bU*($}ULX}HW1+&nmE~5Y<1=}duVx>ZN}HW4$&O@Q
zB1|6XXvnfK$<>KF+kGL&woLpd*mtbR3z0F0P2~Lfmy`4vES8(tw1H{qDO*YE>K_3T
z<WcikEv%n^tHwA_${sQV(~Zx13LU;O58qs?3?|o3mCMzaeUz)~y8o~jMPadki@wyj
z6EUN9DGBzRe>1i_BroHpC9E62@!`6&D+EVklEBMC2)s|aAN&D9;9}1Tt4%BIS=}o0
z+9t>0a`lnZ2;S<us7dbFY%~s!i^MOpGc!4o2n|CV&NlTMwv)9QQ30ddgy{ogin$XS
zKf$B8ZHLlH>J4f_5+K<kk4z>ioYdDi8t2k<NfEnWNoZ#CJea2Atvdqzm9mCpPX9>O
zd&C{FmmJSeKW~PYeDc(h>2r9DD-@{2?q<JgeUlL!pwFCcLAqaJWB4k(e5+NkED#i@
zcxn&%!y~cD+)uEAp|5JDv+y!)pm!Ci*9u-1`5`j8qU}2+v%KH7Fhj<*VxnP@0RGmv
zH{3$fTphrp{o#v-XvJ!9`Ym`nji%L~@4WfzIF7k3rnK*3y<L%{P87m+*K*qd5rt@2
z8tkV(Xpvg5>d7(D)5AF<8|oYQCfhT%TGbrw%F*7+$S#lLdb%4_F3SQ8DrJeuO!d&{
z>=z=2($Z)Q2d)=Zy478&2CRQCi7Yv#W6;82BdC!MX1nTEGUcsYSCg$j>O;Y)SiV%-
zwz$^i@Up&(q!yeY4u;tb1-I_s0#<nj=@CmZ;ylI-(zr;1D4x~FHMz7~CJ*l2Wc+0J
zx&0+zHYICR1jHFoQi87@ZacjGM^-Eqem?N~|0ReQL1S<!7A;{HfRhuZp7Az7h`r{v
z`hurCx$5<j*7Em)NET+QJ>ae(5dg#jrhU1*GzQO5OkX{F|L8YNV{lLw5k^?Qfa}~g
zV-^+TI=bBR+BO+ow*un_xVmO;Ka~(z3KPxIT2tq!drl-p<X#Ul5Q(JUqW>j@=@Wj;
zwOO=D^9LDY7g2xvK}dKJZ=20mO3VIcg7|B-Z>Zy}@BP*oAVqbzk#Z`PM^KTUlxq$n
zj<2+8D-$%wwve96JM7&-WUu>fsw}@=9Jzdcs<n=8QT2a|#Xn%xPTnNm|Mgp?>E#gZ
zkO#J!Ete%GV5Hs~p`NN*7W(Nf#(et#VUseSA)xfwD6P*g*JSy}=O5DAh8Fv0YMs-u
zl?$Re&bV(zo3-cW-sN?7!;eX|BP1#_mu(CSI#-IzOrd+y(r_rZ@&va&LRt9r`KD@Y
z;`fNLWY@-8o|UXld-#3FYPv-vOJ_ZxsPB$@+jMxbrIJH?V}<iozWsY(&w`cJit}F$
zvA&hbp7|H*qrQfR5{BpbkZw2EN!Ie?_iSWaT-B1tPx;=TD)nBCPem?x*-pGLpKq%N
zSbcNbRBV3mCOA*?4i67cZCUf}4@?j)@wTzSTkTR&MIX8fTE51t-0G_Cy2NhG3cTCj
zO}KS)H}K`FQ;LRZot!60|E*cMVHH8e_O+#_RdR}eH`>tyXmV9ee7)+~qjMdN-sK+B
z7yh6n{>f9toznUnYN7)^pYGSog#@vfk^2j7RNNyl`j_gBjVn-opv&%}mgM24@j`Mh
zbI$Er+_ctcJ2vltA<igwHFjMcj=~NPj|%e{Vt=}2DL;7vcU)!V)R8UT&Qp;!*93A$
zgr(og_{QdweB_fH9-4`MX?{;<=JnP0gZ}0T1y}Ccr6l@u9tqlgsTTDJs?r{~c+c~;
z<i&?LDbMF_-?!@VI@SAXLdzmm`wzG=R6z>sYTDN+s&jQiM8G2qEU&#>6280A&2Cpq
zHiBY)y}E^s7Zz2TZ4-gc_&_=qJaO5nmZ<T@=2~=Z1%%hSLIjb6dev9K`B^bX?yag7
z8r*B1Ujh;RS8<vC!sU1RN4MPk4F9vAd(Q{r$5uYNE!Jt_lGo!DwMnM6Z+Cu!AXQu>
zq?#ew{Ce1veZg;U({&<rb-R$y{)n}agZDoTao9eKi3x#Bc_;I}{4dIEE67^b$K5h{
z9o?KVxJZsq!pIMQ5d66F1!9D9?OM2Twd-83X~D}M$D2Ly&v{X}>=T8xv_bG!-GY~u
zF@rqa;ku!HPdj;ZvG5(cvz11I^#In6gM=%7Yw_vG{w#jMapEv&^;-AH?d@;>{2#Q8
zy~ps|&urdX-{=||>;wyr`-dCPzeIl&@n4I`HFiLy?J57YKpW=vd3eVfCT3Nv<h#th
zeJ4MB*mh^1t`^<;dRbW;l@Rx{QvNp08pwL;10s3$jbi3K!)C^vMgMZUkRaD_O2sT3
zm2af0WH7y`VcQj+^{9#T3Fdj7<b4g85Q+2*bsZ$Q63_d|58*HdSa^G}!bV6~Ra=<$
zqPJbx;l{@Kz`*xeS5Km?+;4a5eZ<F;evayT8B<FiX62n>gYZev`-!YvOSX_~L6bP|
zMm*)<<>us-?Xm&Ci{k5x#S--F?J!i|3E%*JD&#12QE~7f;OW2Miw~P$9=&z^cm{pu
zU!HEV@!3fA<-}{B?$A8T*Mg*k%d$sm@1|s}Aj#R!nI!v-JUCxR^fV?`jElAW$dl%=
z#h22$G}lJcA~&>tO98GIpZ%EHYwHMpmp1#$EH*eRXB_Wm%(I#atE(>0H+boRd6wo>
zKNz9hkMxjhtRE15kmDzKtHbJ}>6@Q?N9nWojZrKafN2~~On_c!nD^0YHh9%Me5|?#
z*<J+2s&4xo?{pr0@kf7*PX0PjH}aAsK?l;tF|IYo7u`Dwn81yGm-)CM!<B{g^@pAc
ztqCTM*soQ%bX^X9WVO7;%kEQ8W4a0No0E{yC5B$PvQE?MNF*2cws1dGEnqx<(vrtt
zFGD0kZWzMGG%j@2U!K15df8Mt%r|@w=}Vs)@7f$tWbsq?lc)$Af_odq28D0mF0e~+
zqNVu*)I3?zRzD62*|gp@u?s=$D)Ht6Gjrt&njf#!2+(P3PLfhZif;Xe$N)sz`+7p%
zr0Sn<O=NT@@^QJ-t+}85d(7Fq4159%oX@PNP>M~}OwvUGUxYH!{3vW%s_))v8V;ro
z&U1cMl||N)sT6j&#lQO+{X2iy8^a*M<I)(h5(vP@Z%Jf$W+z%R;=Zl^yGm~JYaE4p
zeXxbmuO<ds(G^+1F)06Ud~GDGA8;tngffn)CTSuYCNll1*kuS+xuzhl(SC&xp`)X{
zc-t{5EF=`fgM-r1sV}{Vn!9fAcLQ?rtq~8zDFQkhMAWX|dJx|${FF3<F|e^hR2xSX
zR@aGJX^0)@v0GYzBmGhmKq@g<U+7>qEpIC?JFuAmi{*$*b`k8kjnFGR8oS%9=a(5B
zis`O);|9X(<K<}Qyxz1qk98@?pn*`S;<=Di7kH<brFkqCh12`)&#`3oAltFP?Ed7*
z0718KU$a2oc?Nf(_DxXfEm%%7LsD}98wX~d%uTXOHb)>M>)7FgB|xt$<TniRnatm5
zzj2~nW1{t2{=O=wzZK?IKHJd&@Ea@9tk9^)%hoj6K|ke*ZLACN2v)Qb*R^wspJjDx
zm_wLjaU_zM57Sk13qFA1^B(Gjh3omBx)f#<G#W0o8B7arO&m21<qOKw4+ybu*f}|F
z9KDD<UJep?1ay;=(NV5aJKl@xBp4(Y{kV#jd1($P)xuaxWPZ9^_^Wr4hH6-Ot%y|Z
z3FzD$dX$N3rqp<uLjG`DuRrBXm{0qpT>C*duAX@7DK2(rz@LLf>yg=qN3-|~=80$3
zYj8M<ZkQ)h=bQRw9oLlZFAkX2Nrn0U0DkN^5>UwoaHXgG(bvJZruNPSX3@ncd>p`)
zSLUH4^QhM@GSB&n3T6QR_mh+DegaG#HRk|r*XzIUA39`y*9uZ^p6{*s(|<(n2_*?7
z6L5w9uW=U7-(=d*b>n2tPMvw;le9dSB+89DINW^jeFHrZSXv*&BIX3(u0Qt<z4F)B
zKvA(1%}h7HV88?rIgI33laf&H?egA|y~c^ncyUK*&|Nk6s0}Bb$CWdTV~Q0~dHFKw
z-K8JUej`wt#k67<sJ;2(S%V;^9?!GLs{QG<R-7jw4r`Uq6|E>c-hC?}!phOdK4Qje
ze714VTm4;dsiII-52e2E5m@hzz)depM?0gFTc}51SySweEgrMF98XfNC28V{OY#GS
zmJdQRrgR$kMI=&3oJ)xfJZm%|6F^@Tr}ZBVE+=!zY+#>+l&2lykO1jnJOe{4-5dKZ
zRR_sK#e3`2B8(hZ7w86`u2jT55lF_|Ftu45S(4RAUwz)m8@$y}9c5`HxouuC;G@F+
zYM-xW%;BNJt^%I87k`B70#RnTg!Roi|Di^uMiU@jHI>?xrBfT4aaN0@h_8(UlY0rj
zKBO|0%h4?RkqqmnohZdXS{~x5d*M2DyKoG$96R(*)to~lijh-z#nu8Qu6M-&8eU^P
z{2_R}j1t1*-kL9#a79GRNtin(B_{t#;mry3wXu|bxH+9-WOK?q&c{sG;GQ4%J;we4
zj3Ui#pxnb}FEN7o=!fSB`3R5W!lieVdIs7g*OAuJ_D6wdnVa^7BYZCX={i2*eG`4}
zg-7QqQ@{HghMRaO=39%dJbgZCN1g-?U_4OP@6kxc^-~%C`ThJKg)>rd4kOFK@n2@2
zgsQZ%GITDWC+%{DVQ!@1<FJk9#*~)Crf^T&0+bD6f<$rM1KVG-($IKOyL;bfP8QKW
zE;TD`$H5g{3~;g4<R%{IX~<~MDwA%oV#H?QlN=Y#cRQ!?xS)%7=7kcB8lS-v(zixl
z>IbPW1=eN-=HuWKUr&aO7u&kOv*pdX*P>kG<dnDJehha}))K1JrF0*}x}^ETp|&Oa
z+ZB)IxHYrpH$tlEniQ_-*N<GAeGAtlZ=Cj`bgE?3?VsxWayZiNnTi9$&Eb6KgUvkT
zlkLxwNkP&WdC_EbI*lI%{Tk{kXi!?FSKt;<%3cywty(S$yX#D|m;ZRHk;!G^Nl^la
z2s;!6%2x&=f`s$81fdcd$bc!(lY(^iYF24)b`L<t{8~g=g-b@8rtc;cA?Ph}=b6Y@
z6=!I4ep+uumv>>lnq;PGT1)Mu+SHJ(Q|IRjn`6$~%u=FdVg+f_OB#KDPPKkMLTBk)
zPg_968fo8~=L=VhU5*C)pgA=Ef%mdB@MN~$kO4hLpsT{im;sM<{$1zbFf!r*;jbf`
zI+(~3n|=j70aH@3i6D`_nm+}bH(c(gxiIqjkseFgfM_CF=C>rgPsC2=e{{T(l9d^I
zN5x>!hmUGLKI|CrS4wU4$v{2CH?sEZGC&3rF?zyLKZJ|doUpe;*`?wS{%xhpYj_E$
zu&w@XkaPcwE^hwf%mds3kj1kKL*!fPoFeDg)mJoVH0BcMw~ZR+Dhi7OE`B;gCuYm+
zYm;gPPh3qZhN!&+F9?Tfi`!MzD&E?2&(67^_tg1HIL+H(Ph0<{Cn$y0?nmJ=`V-AT
z&KCY~)a~1YL&bGmx$L`Rc0t);?b_Ya(ZyMzC+CPWo1`~mXO_^`v(NWo;<dJc@OL}^
zN6~pdQvLmL{Mvg{_Q)0Yin8|>_g-9Fm#jpQ?41!pcE)vGBwP1#uk7q(Z-uz_%*+-d
zqds5Xf8hPo`~5!Wyw3Caco=wZXtd(tNg}vBOjuE(V{GCLp+_@?6V|TQYJFl?3YV@B
zx5<17#q0YLZei;lNpku7x6EO6w9t;#!w0qO(XAlN`AiUQDo-c5@NM0Y4><Y_DlNx^
z{NL&Jb+cR2C9$?{2oq5kg)n4$@j!Kz{Nc!v_x3`T1kA?3W7{(mVruw2{`nn7sX7ZX
zcP7JV=T%>0dd$ac)6#~77T%{kejF5A+O0Ei4X!Ek4Mm7Z7Gek0z>fS5W)x9ILmxd7
zA%H9qsX8AEmy3SBI-KBI_R`}%MTeyr`~-_TigZON*t~eu-n8S-Ax>P0?Cnj^uDByS
zefX83PkKA!N~=~orUfz&cU-p2tKm|bcbc1C9onsnm(%WAcqxPCg!*Lgt~VSBO+^hD
zzr!e^ssWZNjCaZ}?HhO##R%+gjOGOPj)ig2r9c-0El^jib|;0TW1O6;5;~BhZ=x*(
zQL9DHFluy_HsNl+#-Cr)x0NYi^BxMsAEqxv=l|)`)9ZhIlb2UcoA%mD9`kT}YxI@x
z{)^kG1zOZ0N!(vn_qIev!nSVhJi(llDOqR265%M6+%s=RR6(G<PuD@uryq!X_abVW
zmRN5TWktdtM_z$c0w1FUH#8L{%?rOR*V`oRm)SYKq@~oU33P6$mH+Vy;?STvDMT}c
z)GG&Q0^DVCou`%hW>-%jFa!rVC;5yYdFW~TJ7!8y%POW=wA&+QRe^`>f$SfLnZltn
z?}$8%3I+YzGnD*xfpK@t_o^>^Jc`DhqH1xEf8{TCyC3y;<JGg`iF&992xG&4ufjPM
zf7mb7foP^$#gdP`^%h$$`AgMgh(0e2eK$4k8zK?*yH(}JYOig0Z#~JlI4;yEnk<EJ
zpg8bi{KH)1STrTVS52XF^?sxG<jTkiXoA;a-}(^+Oj18H_v%|P-BjGz3Q$tI(~cvW
zBLaeIlt~7w5IDPHX+*gW;EanTJiLLcic>4X->lJrKomlOcEoQ-YThGdE%u&R51WVP
za@Ov4f*F8@%|kTIc_&=$fz#dZpPHj%s1wZd{Bs$kP+530TO~x-kMg3QiHPHZgTr7K
zl`G}Oo|dDN;ky@ZUPST)Dcsa9A}7QVKVa#?yjBE#!$KPX@_}mShHX8-M6Gplnz)PI
z;8u5Zl2niZBz<}M8B!`Or0}J1wCeIvs^Z3aa)LJ?|87{acO??C<8*WhV~qw;*%jZ6
zU6z$PX!?AajN%wPsK4ci(I!7Ee+s?b%J3|BX{WX|TMKL$S(;I5!!p&M2^4Z^%#kRk
zAZ2nt6XxU_=pW{lzs;wN<dFE;b|MUHD9-@+!qF<fFGFj(6AX1rO>RrMPvi)OAG^h%
z3tygdbrpE$u81(;`I`Z`J|CrY>C2@F^-8*89OZX`<Q|hCkwM7=xEy6C8Mj_g&P3^H
z>Q>^)!{lO$-=s=jqkB(P2FgLbpjvj`g<In^rV9)agF7<0{H30(9M5xuf>YZTblLF1
zi6SS-we!^Kp7Tk0!omRo!;Oy$hcYUBcnoONOgXBTLXs+6&WS$NL$UfL{n5ql)?e$%
zWk}A6xD^NT^n!#TpJ@>o8Sp5Y{{t(9kVdx5$%dMSp>*vU0(ptt6D`5>axwke2AgtH
zxJzR*aH1`FQ+jf&0A9e$WNCW@=aciNvV?c|V=fw{E{l1sYCZYCE5O_>Mc@$FOL!-p
zJxi2a4_3E<ji^t$ft5znGZ_}7NM%{fuh%PQu0FP_mrw+LghfrHVH9U6XrW3&5EH>|
zVP08jxhSpV^E#g3C)qVk9j?s6{S)17x%Kn;c~X=v*Mu@8BBP!o$W)LuFMdFYJjpA<
zZ{d<HpTnHd;Il!UXIc3-A>@_kXEl&!SA93m5WVE9{?qK4B2R>#-piUaFH_Exd7l*-
zhLtGxOif)UW+?&#9$#yo#J(#*VIL8_#c(KvFW28Ve8BsT&r`7G{%rvX`2vjrqei5u
z8FvTw5a9a_|3cGQF#oQLpyFGA9}u9+^;O|`GvK0Q7hB{+&IRTE7N5!j>`WCeP(^(2
zGk#rwP#1n37uKfg$y_Y$9lfTUbr7Ydseb(F=I({5%IJ?2q0d}uT?9Sx-BDqy3$KvH
zCaE+l4z=u-Y$&t|Lq#ihcX}v70BCaw0}%sLM5?(M`ooDR;X33WpR%cf#_K>HEuOWU
zc!fV<*Z=fRBDv>`bqSMR(;&DCFB$%F3-MC1Kb*YL#2Rt4negSF%;<;0NZGx~zMn>A
zF2nRxyD})krV%@Gz|5rd2pX^;fD$@5L+{l*PgX^yD?x^AOk+_CttVYCW-^jO2M80n
zXdQt5rt^|RRQI8I&0NzXKzp{!3md!qmwmOCW>A9)rLBiPy7HHL>3E=6-A+iuF$p&c
zN_+K<(05d+en<EKs9c?CrEzvx0Kzdd`m@sJne@?G=_KCx5A4Wm5T2y*Z}}L7I+za|
zB7Oxcj~9|z(bs7~5bUVNIg9;vykl}CC5K&=p=VeCdx+`|Ml1mKTU+)LEir=z%71+y
z{l|ac*m*da;s&60r+{l~LkK-g{|XW9U29eyLGu8ZcMtG3k8=GjLv<mkuI=$VGNX}&
zgFC=?Y$<1pjgLNy*L}7gZQKpa`+jqkOe@D2XOxG)6E~HavRLyVrLuovp)t%jAqEjJ
z2#Uz=Fy*mp__p?RVKV3L-$IKDy0ZEFefehB1@=K%SjDZvL4HT8x@`CUaN!OKI^%ak
zH|CsqJYqh84)Hn7_GFVOcEoe$dT+z%sT%)PHMr9Jh1t4}YY~lWIPZJ+pJprSvanKf
z7r&B;(tcA9Pu<Mpo85<hOC;~#ttuH+qm$<cTdx&e$9ASC_pTLo&BZY9Jt%nyB@<5(
zpsx>0%!D5dS;rVg((=HCN*xvB_nRfomk^6cCwSoZ3<}i37Fcb?Pue3((j+Msit=N4
z@aIJx+$rvJhctQ0Zp-i?N5=Efd~!X@)^F7_z4)ImdfrdhcMu^S2IHqrylx?EJz~|H
z`fYPjYhNNa>ptLIuE6i=WV6#Ovi*BM^3O)hI@mB18xj!NL5}vorujmS2Wy4mQ2pEq
zt7F7t6CUM%Qb}9S^?IV<yJmSKD0!Yf!q@m;VU4gvw2e<Az$eREkvLqAzcn=;(dhvd
z`{_df3H55~x`rLt7;9igyID?^J$U?&dE3an2mzT1V|2TszAGRXAgd-!ZSo_mkvma~
ziUN?LSgG?-N&F|Nw%(v7=b{)u&^i2#n%~TkC*H@k@G}gO`hc|51#F$M$v5~|sux`v
z8`5nh%}g7L8{lrO9XN6vn8Fqcm1N+ymQ0*t&2MxkkD_DNfb!BiHPJ=-p4>=dqy1n1
z!h-}aM$%rlOL(&rU^~!@{Or@yOK+Fkqo^5!{kS{wKKu9Y$?eTY=^$>SAd7aRxW!kP
z`j6ypm3d5m=U%(0YwYvVxw5irtT-=*!<n?V9jJ=mS+4LV7!R759dNjCn?$h2=D`2x
z7zv6rj7xiCM1(76e~`51^av<+mXwZ#KVRFOdhmSBR9MLPAt_!vrF20{hdxi|uxIpL
z#V_16%+jtxq@EXhO9OO4OB>wvMMX%3axCpTLjypYRYe2@U|jIg8Ii7Tn6k0_i701f
z>=C~Sn4z#}L=onr;E_c2*WWHM-C(5=glw-j{W=~HmaShF|L<^GD4MjA>3*D=M%4uQ
zx0n`&ivaZ&cP~!Lz~9>oTcyS*GBTdiOU8JQej3C}Kr&n`x(Jw;m{|+}o^lc49c+z!
zwvG>#`T3vC(9&=jD8p&ZH<NB_E%QUi3Q5twsHongRJ>xV4TQ0hn&jr47AcacjYwCn
zqm8Kwh7S)7?=q&DIY15MD2*T@LSmR=mb;2%fCsDS;!C!M%uQThmzIG?9n!obaHZ+^
z5t!#cKpiJ!=oDLw^d~7eWRbox73t}}>&j0=0ZtHM9p-7(2d@HuFHfW-HJx}iGz|sZ
z$GIG122K3$t%webo!9fOxF{+0hqKYC{!>Yvo*vMXUC|Ay8bZ7g8!{oy^KmtBuYL1R
zA>YctL$q4lgcwHL&?OBqlCzXMy^!(y4}c=M;rT{E%O0ROy+lbKM%-O94am4pD+qq-
zYV95|Sdy_SU6|WJ)arwZbONzX+Fs|?>VGC8J0s$EH}Dg7*1y|iPo8QC_D@J7yu)xk
z0!~ihH8b9%mywH-Lz;RadINMTGM{dXxca(g2)SO3aya}-BFR8$cK`rctmUFKTAC~E
zR==;~?Aoh#`$wy~J^uqt?;fpms=vvc;eQ6QFOz<=LXU|oI!&U_xLN!n+mPP_X!?*f
z6Dic%ncfj_l2J`o%3hdh2TVUeEIMT?89juGZaaPp61)|m7`%9VYtENiFYqKI+WElE
z1hn=sz4eGExaNbBxYuInDOW&us*4H0^N6T$lM)n-Ir-yt(O;!vLz9dwdB?xW7xddd
zNj5p<n}|(?=Ic2{Ow!-JTGlPzHzP$3#HNNtDw6<l6Q3K?RQx@!k4-|F`MF_d0U)pq
zxq1Zp5texez$N02Mv}g&P@d<!x>&hS^M=ZZh}w;}{ZldEBTmQ4%;TwLBBW(3<WVL|
zL~8_P8!DC}V91|bD}KL37C5-lT{eM@TSMtmGu}l#*mnnz0OOWSkkog6`Wvc$FXg+E
zH?%x71}}79nnaTZc|Q^o59>E$Wdq&_L1-Wrv~LUxnF*}y3I+^^NuXZ&8A--kFvviU
zPl@&|J?7#qkjsxf9n}mk<^L&c=9427o5INJCyBqh41dFzqcvey>hW4;8y8L3bOD?B
zz<@}!f3s}qy`D$f@emUVV<F8qQau~wH{E_sq5JqeH*qTj#-d&vjKCm~I6j!E=^z+*
zH3UpY8&{E~o0&!2c_o$`0bo?Z7-~Yg{0;RFIj~{G0ahN!j6#a~JE;x(37m+V#s$T_
zVpWu}$$XhfvgmgqN%_mmyBdV^)2q`ix6<yt?8{3!5`!`=T5U`Q{W=zd4~fuYI-21p
zm#@9-cC&9<OB|1p!ZEV?oug4U77Aby8dJbV2c^EyE&cqa9TyMfrGq#`No%wycjiGg
z-3vezvXGIQ3~WLb$nSvx#ea@*KSfjf>^X~hsWb}w+amE?0WB~{6zLCN8d`SlMqizD
zbj8jLIkYCQ(n5UfU)Vf;>(dET{M2+`x{-#;KvPsw(Kc+7U5p*?j?g0KZ&D&VS&N0w
z?)hEI|9#D`l0es&r5VQAm*oo!r}lQ}Vf+J&*wf+~3OnsQ=lnzclL=lxa&mZb>3vtY
z*5s0n#xrhFs7@p*pvl6UXDmHSjxCwfM2&h)FI%^infSD>ZD)Mm{oZY|w^m&yF-0l_
zm=FjyfAbNX-$l#lYJZT!1yG?(C7-#{dMYDjD|toDFcRNHbq6KHej}g9dwnw-J{KOf
zdxq^}XE^<Tuc<xc3E5%+E$MCc+KCJ*9y6Jp2XyYY5aq53>>{*DpOPUNA|-QXoiK;S
z(8BswgS{88{*{U}4)$>cvS8QG7@CSF;#2_L2L%0MeTrVIKB;BFwA1BPnTe9Xwatnn
zy}$CEgL~=)H{J8AtCLPOiN6Y)&&-bc19^NhGM7C1a*daC;t}lX6krm~>wfMCD1a3D
z|IMDL{SA)|-oe;P?OA-u%<Tg~4e-c_kerP(_9&DGC$Y7+-XO%nY`KNcUP<6qc_Wq9
zNjsJdpYvGAwqeuv?<uZ`4h&-Igzt+8R>Y720EfS>+q3!KQI}?r)a$!gqBh4DsD#J_
zukL7_!>RelAwq5>X&8CriiT9Z`<lIjvi5srYT+V~lGdMS9Qk^l)!IjtW043k8sbP=
zeC-sM139prxa#xU7HTlR*)NA2vBjV@3bz{z+n6s;sVY@2ppULfP0G`vs~8lG2Vr76
zJ`q2_yU7h>7kD8s3{??NAp#bR0CWOS+Ilmchj~pK1*zS;mw&ywVliP+%Db!p8}}CL
zQav9bk3j<Y4kJd4J=0zU8a9y{JgM&(#cP2MQ~e_RI=A2+z<6uynal9sEP6zG-K<vW
zt|ZB!Ld0$E_X+~P{ZXfNd-OP=dInSNCh+snOlBLGUdlmWT|Gsu9wX^{Z&3YO0~W2<
zjbF=2Db^;gU3OQ341CtnoAvk|L}tv#8<HSeCn7}fbj?@@#^nJCbpJtn-rqfJVi29O
z0Ybb!NTn4u_4~C^vn!CvUI3XWU1|&Bbm|Xs_}N+Pci3a)V)Kl=ZnMEBCE<k(ntI-3
ztqL>o?ieUr>#gI(!nMFRcup({@ubQ}zW%|>jzT~Lqok>o$e9DlL#Y?|qrIicUf68(
zr<bWZ-W-72+vc4FWl(zbaqJ7Br^fG*FQJ08cjopKmJeT-FxYc$3~ybI&~G;E-QtR0
zgA4U*i?q>lppj@{c}7{(gt!?Nr?Z5{iaFIC*+RGu^i8DUf29FH=Z%SQDRVAZ!1UWP
z@h~@^DI%sKgWzha<YDCn5C^>I=;-Gu)}fmnAZXW;*g8@E7TcmQsxkw*mkYH6odIm=
zaWM?%8|%WSn|J7UBl@PU$W{Y1Z0!*d!lG1MR7L%Usd1k2#0-I8#i3f5d{^L*Hry;_
ztwdebec|~6@!6o$<SB!CmD8(cGPB`(Vk}X4Oc`Qc*nIMbrLZ)4UJCg&$>FeA#A9s~
zAm9ZoZ;(W!4)@T>MWh-9uMo`VrA}x-KfToZ{8eu`lUlWH)Rv3LDvTg7vtlo*;&!E@
z;<dgOb4AVl<`XtlT-AB@2s+dkK#wAb!{x9^HwRDY^s$tlfKCAcIF-d+1?5sn-OyK3
zfrE*;>BYQ`cU5Jb1y+)Vp-N=0b!tFN>=G`M(FOi1zsWt(B!gT$>%1&U^ij;3fNeF|
zyZ-^`0_Kh$@P(7D2ydmdhLB#-4=wYHj;$q{=wES+-NK0pKf1CWLBZK_U-m)xbAtb!
zuvQS$ng>DrR$Y3u+CEr+;J>}xsGw7Zvzrl5(1&rPrfT}ECOz4|=?75Sg|umVl0Cm}
z{{H|p`WUX71($7Mnp92qPPmq^2K)=v^lrPhObXLeZD_|tGoR-21lNuRy>p|T(nBY=
ziBey0096xzd#Z8TZtag)>qcV13mq?uQ=ErZ0FBRkQ)Oh<j+l=~<MVB$=ecztdRK#V
z{deSM?~(A6@ns|Wu;Z>sH9&%tpz-F*fBIxXri4?yY`pnevEex>U&;48E-&qQMj4Zj
zg;z^o1LW6X!8Ep~=#!16hcyZ{XYbPw3^R9@QOA)!{p?7b3yBy_A1g+PM9iZux~NWs
zp#f6_x=~Yj8K4@mEsaY7PW^TP4?PuEM{p9ZrXny?B~u_eP`&k@V0E4#K&GKPyggqd
zR&NQ76AV7Q4BI{GVsnF#{wkR(`=wz-dGe8klI<YvS3mJTz>_C&cJyiF;{1odxwg~V
zcdNqb-zNd6AnFBAhAaOnpYd|{r)B`y&_46NuR`@V{Z3V37(>4HqOI1yBSL0rVSww4
z-vYi5kc+&kRG*U$C$^IIPp{R2)Jm-e!a8tutkRTgeiMcLH)~cEc0z017QR)ptj4IO
zFyfb=p9}e{K98HnWP0V)^7sm8D8IE>4stNRd_yie?^Iu#?lqCSWD_lV7L7@KMcawq
zr7g#^aV6B65lq)f8WAs9jbgc@8aYU;5aa}BU7#-7t7J?>?<R=<AhT$ecwjSDw8&vu
z-t3ReKG}!Kd=q){=~-S*3plAI16btzXb)llk>)err_xNC0HJ#pZVb)WaZ5g4ttXYO
zyCbZnd;wj^wG@zU2FTSEfq_GTd83Sz({|a`Ir1OWwbzF+J9%M~_Vj7dMbvQSc?n?y
z_y03lB!n2`ql;)rvdZpTFYGaf1a6=7zwV!oq>g|UR%maMlhkUCvu*hKRZ_GdO`<s{
z$Mme!Mc4opPd1Upf<nSjiR6c=a&ACJwrRdL^53JQzkbNvWragJE}ftHwO57nf>@&J
z*>*zywOpS5)cpNJ4XliS3VRk*Wj$G!>84H&Q$JJYBtCV-3#c7M-1MHJFqvpvWHf~s
zkmK1Ryy6s_m!Q<4q^5{Z+=@9cI?>-}A}mb(2bkj<%(*<Omz)zBI*<NHJGq%O-$3Cz
z*eI-3-cNXv5pIVlpPIuO;+oCMwK%d2(&o~PlS`geh>bkqdwD2-AVA;RojUM&ZmqgG
zgQCm{p8TlZVnWWvXN|bph{Vc)eAd6P$hcGuBAj%zoocV>35?{y36C94w)VU}HR}vX
zdikw&?{BSo{`$ppD}&_nv8|s(FVV?1OQaX})_V$AIo*hVL=gt>PJ2|26w)vW9Z2Oi
z%&4vIBvY@TwayV@oi{M3Bt?*Ryo2ePi<NyRrHc1-=DwEmkXy=7N}I!gvx`YnU&5h2
zfiP`V%{S80;5#SI>NK7yUSrLEp$ma>cH}DQ?`~^LzF@w0B3Yn=LzJ<Hgh|O!Z7(5T
zBuzbjnixN*V>AG>X!a$p^67d4`Lut3=CzU$F>|&11vau?DkNqW*HhpLvzRSDAs7{~
zISs!O^`Te(kI<E_=TOY#;C=e@>}sJoAD4sKdqW?rr*l=_`?shSnLkw>F8S5wnxPah
zhaIjgpkTVX|EYE1GPhwF?BZe&D0g@1<78(#?1TB1zTmwtjM?%ATC}DlcF*ofC?oZH
z3SLohb*?J2j&F|_Q#zt!o|9@(>T;sUla1B9TMdy4me`p4;PDKsAU=v+5DiQKL#uOG
zSV~wvNluO5+JF;3txFfQt@&?b(lgkLz@}KF;Daa}0P_P|YCQm1rp&$8{rdqEdodgO
z$8o(k0rByKmOey|Hreu%(-8g(_hA?V(XAp_PE78P-!ron5Hh2WE)tw$2`f>OM!w98
z9qtSY8oq-53_brPJnTinTUz6ay0Fo2a1Z&tA2wkR<xpwxb;)9wcGN0)V&Ik)sM@3J
zlNf+ls*wMVmH+<ky02s)s?#%kXj;i*RD8FmJ%Q)_Y_-QIhl1MaU-9>uOp?u>DNklp
zv9TF<nLo^W3vy*1FMlpWDg{z}Q+|uY?4A%~aU$fP?I_~ofP2+ASv2%M#XY!z1T`%e
zI{`2RMcsE%%qSV}Ro*E>#7$v@C6qjBP3#6ra($o_5I90tOtjYln51zo^127hMCMnq
z%*HQxxT7}jI9A3qpE(VB+_0Zwn^-p#WnFJ9#fd}wWby;A`^<W~1nl5O#2>tU{pAhk
zXp*>ez?F=u#zaNF4ly{v*AMLR^yik*mSvkLtkM+B4+Et=ei`%7FxZ<z;(m>^np%LK
zogwE>Ls(MKz)5!eM5V;F*TAPLH`0Tn3$2!N%!zNKcF6*>gz`o&Wr12eAwR~<wW`y$
z;jRip7H7x@5u>^tt^@|-7F0~_2aSvSLm>|(hc@<O+$34|TNnzw#$7%Y60!*Y0jkA_
zmKAqPy31W%2FfBj-)Gqj@xmhYcDdX<<li?U=OPYx;C_PWwU~#x1A@85z(3JF@kvZb
zq+|lNDZ<FCkB0=J<x-uL0MX*o^JPa-Q{JVA)6divkMFyFM9!mU%@Nx!c;=0PZ0Xzy
ze|B|S0;mzpEDUNaHE?(rt%#9-S}zKl;uVp=ukVllRPR~jE+>VdL67*_O?+J7QIM2g
zBZMz0+Mf`OKRnpeX9|0X{-)<P96y>xfqLhEhRMCP@(}V|%%p>)S3Y8`Uy!hMtJoI`
zdQ|aLOC*}tnUnK|*sM8l*j{SOe_x0(!aQ5VAVypoDgz*Sijt1xErH8C_Q5en%nr<e
zpxUdBLm8{uUsj>Vkqtb-s-He@*9>jWP5#`+!~_pvjqaiJmkhQY3^50k+DB4tD=Eww
z-0ZQmsMA0$yMMbC67>wfT9Bxa{iZ>|>!7d+1A>-`EhvMU4i**l<7+w>)N%#{cIqQi
zlb>%-B<EMyF%%i)#1cdlO^>%eUp@SQ!HeB;C52I&Sl2sI30bKe@JZ63(*Ld8nE*QP
zZjZ8r4;-up&x-$f+}?igq19=913Nl`JzOAmkuu~pTspy1Ls`eYZamZ0auGD+WOF#?
zF?M~@Bsf3_c;6a<{Z?Wl(<o|oR!>u^(TlnGF4*_l_)BeQ2T30)PdH8>>tvM!WOk3v
zT01}(R`h;fX)mLcg8!SvJs=8=NqufYEQY}WKWZJrN1PoiL@T;#e>c2$fZ3$deHerw
zf<1Hp`Ap<<So~J|tdU9l>G&eNUE$l9=80Nj%B-fP3hP(GNdae{>W+&bX%Z$t&-ykh
zADdUp`1fR@`dZ<~`KE+xce15<<D<F*3xT@g;swd?p7BvCtWR4VC*SM3=Cw<~V|S%@
zwslIL(rrt8T+k!6${zJS*81wwn5PDVt2X;vKh&zrYq;N6p@kS{`ZK`?Og(b8C-`;0
zD|)6756Pyyvw|P7{KE^Lk8xs@g=rc-ANJw;plE!^)?UeT!AQaD4*w6p^!Psj?|#F}
z-3|_Bvtu=NHL0!&<Y$kK`?HmQBsL7j!Llvuasb*RcFQ*=ZlVw#Wj$PEfq#0{8FZ`j
zj3;X3owR?XpP7S%E^98k`Qy?G5#3iU<GE4k6F`Ml%FV8a1EBbg_Y14R`9WU38}X1w
zm+Ude|2V{w^;pSylLShrE_lP+9?w!K{q>msHKO?FL)Nrwq?x~S$%jI7u&#2q>!P5G
zZ~EP*>@>ohKyhJSD&P5Xt$`c}p$DXl%r+6x7u@r%Qo^JWdDH$0hVVtyp@lTJ9a#PI
z<lgwGe=#*`DhRHByJPZlN7tq8Hpk$IiPCKtYCingr1%Xvp)RVbHPQTTI^4@0E&Eww
zA(tWLV#t_dE8wQxJ$PV981OZSK+UlmW4eO}JWBdo=CrQnype&xygxNd4%)}TkB3{H
z_GK}A_BLP88U##v(m3Gk*P!<_9hm`&#%2xT2SqFo`y0q(2#Wo-Y>mUEo;e;}f(DLX
zqt?=i&Vt5;EaQJN#u2Nm<m`1r5cwz@?Nr5Pg$su&pO`KGD4Dj!2K8)!^Tzaqs>|NP
z8^w-Z<%LS%4Aazt1P6tr*j2Wg4>s3Xqv~-#87B_tRhW`vpTC9QZrAiF==T<c#|<#y
zDpb#MJYpo-BdF)Arj{qHh(+%kGk<8jqN*C5;8W-14KS}QtcHksw(t1m{o~KEKibhN
z5yQGb$oTq<hksq%ycxGgG7Mrw-kE`sGwHxwy#%no<uO)Z$-SGgCGN54U?52y=*ee4
zo+3-c7^xwHLb7sB@bXrCcM2Qn<{4>#YFmELLwGT$j8EvBV5EG7K%1tv%P4(v=YN23
z7-YBI&@=b3%<IpoDU4fV;c?;o+p@i7(OAXtF?>L&$*P6yPuq8Rs5UBWy`0k(_9+sD
z2qcTH-PSy#T7PwOd#3U)ND4=K0wjGcT+tjk9$F*4m{jT;jTSCs+2(I@&oJ)mVZ4|J
zTx&3;Zp!pe{UB%6*7M6<^GVH@{}J+6aLsWg`E0)G;_OdolO&Qu9wJO8z%aP%8y4O^
z9COe)_IG~meBcLJ;atzP`jc>ru9D$)(J}UTY2u9$Pn?8KIX5*usje70ChhwsZBeoB
z@T=>!^;^(OmB<&?z7KpA_5u}!C&)?`9v0D9jZk%@em_uowi@(k-VfN}PcC8i<e@yg
zzpcCERmwZHU%3OxQ8?`m|62kKsnaZqH=(jdsk*tfft;BqMkOy6?pM}4v${<=qGG6f
zrS1Fg7qp~Jbi7`?#$4Ss2O@e<6IttR)BAa%J(Pa`Us%ZL<yuUf<hp{lWo}19^=+`K
zm_h}pbpsk6wViB1)49+L&0Qq|&Z8Z3uRaUD`M^0a+V2so-mKmp*GXWu)#Tq9WVt&W
zlPV~~o_d<IAE)L$@%}tHB6!o22l-n`yYBBkoC3GNH$Zj6K`?m`_F7t>G$)8;qUuzb
zittY(Kj^Nw61hKBvp~mbzx)1fzd!y|N#*)KfIwE&&vp=xhv)#`zb8+}?0-oXCXc6A
z5Bzmj8XXl#OLD~yV8QpAP2oLY)th=F<ICer^o=QG)b`*NBOBhd-z@*;8L2&9m%AMi
z6)kJKNdjZ@Q6wjg`ERs5s{>DxfSonMYhxiND!<7d#d>_RDK{l#)S2G}P4PUWte)GD
zIGdIyvo135iGz)4yf8zK;0RQ6&vkNlFt`|0G=BOnpR0}kG)EyeV;tlJ<JJ^`-xaj7
z0G!uvSy;f!Kc?K;Tlt!RZ1jFQWuxmAW^K~@us#cf?gWZZu(IP*n#!Yfa_$`&nOQ+V
zCSukwbX^`M28+VtomF_Fs5ynhnRQt*R~Z_qbhvru?yRwbU`mgG1A>RNEM6kira7#}
z_vBg!UdkcnD)h2g=>*L-S{9lP;H96rHm%H(TOLQsi;>g|f}o&rEGaLn^AX4A!Ti9f
z?JR`L@9B+i4Y=OSdCb->Vv<`mcHHi{p*~m)Uj{yoisCWRN$|!I3D)d!uX>ynMFz~R
zyBdySseL(I%WqXljlr{-9mr9b1_Yfnzo|&it_KYaYF)%`ZT3wy0|??z<onb>rPDsj
z_l1f@85;wP5ugU3An6{$uU^}}Fq1cc9g;$<xST*h#z4xu{a9#{@lKUSvuhVJfx%*|
z7;-0Hh&TkDKWP0e0q!JUSI+xYP31^m`RaIJQ1{($@iMlWJcF90mviwkvb(Ny9v%2V
zV0{t9gqEVN92*${UwBCM6Rn)_A3)V(Z0*mQSIRZ}7d>wvnnaCJ*}1*+m*VM<7?^VU
zrskc{fp)8zrAt_BHWY>87<ra<3l<003;C*&f8UFTDVz6g8~Cgql3g!fakg96zy0Yc
zsO;J;GaV74s~bO}=P6=w?{*nA(`PRFuZ9Cjx9g;1dPhH9mann|%pqXJM7fs?!I?x#
z2KlD0qCqF@+Vk0T1GBQ9==Gxq8EkpYvCfElZ&L>lJudAvocUdp<nep9m;@Inl|8np
z%e&lBzSJ~NQtVb^7tU!|yug3X?=V`sMR>A;#^8j+$x9ha1i@MJFpaKAe43Tu78^TB
zSG-ca3j&3}W3Y}}8F!x%k~;j8x44Ng7?Qfi`r6bRi9kVq;;BX;+u{E6LdrHibwFGQ
za&C+ShSo%|=Q<0%$z{vy3zz(IYmC~3!pI+Da_-aCKVj16*Z!pRCeZC6vdhY0N08=|
z=M(#4oG1SQtP1fllxF8k1H)!rGXG}G>>w6Q$V@371MHi#&LV?CH~d)bO}4&n=8bd)
zP~&D3oX>>s0|ms8lFhg>U#=<2dIVQ_D~aL@F@9-uhFF)DXo);~9hMbG!aKTADe_x-
zNsE?Fn-zh{8&@t}8thQk1W_p|_8T=B`U&TRV%94(=7Tf7@^~(Ve)#H&ZWgF>J4Ulq
zfZl4B-Zi&6+6iCl0$Y+Ndt&Jm6*e2^7)F;|!pCE@@!A`YTaT1o<Si}Bl{oQr*sm>4
zF_UyZB!LykG>8*al68;-sO=&N#Sg!9pT@#-Ku*4*NXIYIj&U64nb!nK#j9aa5txsw
zDKNeL77MKYRgdVq+ZudSx%2GP)@hDF{76ancKd8^-AVesp<p{?{fT6bNA2qTziB@j
z2C<f<jOZ`$dY41-VOp?GQZtg!i~@w@GkxxTb|Rb?y0~?(-_eipq<s4NCa{5{`jQw)
zGkO#+%Sn@LVDB<S!typ6g{&9%{j%X48}92@sYAW75%;LP3w*r(Xvxt`qA4C0h1^SA
z|E(WYJPVXm4b0DEO)8ci1blTBjb3KFF0zqs)jWaDpKT<ePFm|WSge1@iPU1QC|vgf
zd@|qQHx7k%fF)Y$R{m?qvF<zT9AvGaS01<8-n+!hAlp2IME_w>hOUlzx_vbYZxY)Y
zg2R06GUDs#;LGK<li65mVj_j~V>|2xkwok*Mb;uisqk0-55pcxh#>^cEgILb+;fU{
zy_lCls7;2_0h@4xJBF^h7e1Ae_Q*9Xsr6e=vnQ4*$B{IHA&&987TN6UnC(?f_%FM^
z1+Wm}(c$o}PMZ8Mo<R+~SlX8pgd9h&sukn>V2MB_p&l^-4eiakqBONJSX10IUwD;W
z9{8hOIa2%v#|7GEE0f{R0c~+KBbLK@6+h&%W$+3NaZHNM0z?VTe_p5u<+aGtRXo(2
zVr2_bJ_s@7g$^0Zgv$O21^x-$V0WwBNyOkP-A@u2rgkL;v_tESisrvzI&h$%6V70a
z*@B+7U2LnEq|`}HPoQjYN#pXD`^vp9b`japr>V}^ZYqxlAePX?P~FJtV_^~9qzVHI
zsOOFu0!vV?Nk^+`{+{`L8BP`3&@KwHq}@)t(ZW?S{g`O*Y3IP;#D)??3Ar{f1d5at
zk)OF99+<tQ_$rj~4;ud`<d?boBGW+F@Y8LRM#+|-uotc$Xtw6V6~!2Z=(4${FnEe!
zQpDKoIiH{W{u$~|C{_U(x$2c!{bAtKMFd{F)ksRYNT-tcO#ZLr8q5TsYm+aHN=Ouj
zi5pgU{@6j0eckWkb457S)ytkR-7#R2EsnDe%Oaf%s3)bhh>0eEImZjBmB{!D)JL8$
zTijgMR%*f53#71(=DL@vm*jXhKDwZLMKJVNM`d>A>qq_z>>@&d{wMjdBTr@1g(Yw0
z(#}7mTU6O@B6=t$7NM>l(vm%hO2?CH{o#oxCLymW)OQR;@+90QxqA2J1QaQX+lrWO
znv%KEO_`Gsa`|$I87EjbIJlD_`i(dbHBlUi#<Uct=en9b(+H;G{4u&!1@csfo=C4&
zyEO-y0dH^1A(L5lksuNH_|A<8r$en+p7jcZNOCD3i1%$U?{=?}*nE5WCKX5`q<%zh
zPu{B63$>0kh+7=rMElzEdH~<hlHZ)#Wu6U>9oJu^rv!r0$P8)()abyYJ~rPj&7Dfz
zwu3Z*QI@fTyaDSO-~yqBYI2%(5M>L#pml<uDvzDG4dazagcp>kKz3EF89<C;t_uQ&
zhLZnkp~H2U*1+LXm@{&gWMzn`g&wuaeg_QGP*`V<SE*7)MA6!qE)OHl$+3SI1*393
zsTBhXx9gtZCvtz>nO>qOcid>3uKVeq&_GjmVsDo7(hR-U6@9Ea7H5(9o!bTswV@5@
z%u_c=ZRuL@c5_h#w!}EN3_pDM`Kc756uAnII60^u9$V7+(f`iJNOjiQ_eO+<#lFGk
z($j;0)#oa^<$dA2vGYiMGn~)7CP|PIEm)A?3A`FW5GzE5Nx&dbrP;zsuuSk~kj)vN
zuZ~88FeR}RRC$}s!<Kmt3U;rJEG`~;Q2MMePdr2hw5D|ChpxNo`tBA<^x`>8w$>j<
zVZ<zdRsilYO*v=g=-sPKfBN+`lwRE8LebO|kaWJCbjo?*eQXn2hdPMb)rX8zgOrqn
zMLB<O7o_^6@P`|j{d|<nS8AEYjr=Y975~u%;={rH>>JJlo>b?=1f&rCCT2<j_8_8T
z#7bZYcR@7j-J-k_<R>FZALYzo-y)+jqs*@gne*L?Rr&E|I3J8-{j~p&I$w(PtHbMB
zSn`NI%|1aSInh{mf4-80?^DWu0D2#}7n#bc4Zjr#n(ngp{sVoB-huNTZNhQ<IgU6j
z&^;h;Al&aF#94(tt@920_phn+tbg-n)1FqiY4d{q&YE=6($Z@6VezhXP;xO=>g^jw
zj4x%o6hlcJu{bvO%wJ-?S)`Lv37X6ib>8~!M^8~#1QsXMV2ZspW&Yai!nbFNePRz-
z>Pw=h3E1Lq5}*$pS&%<>B0RHXhh@wLnu|45d@)E_JK32WG&FNbL(Rcbv%#>j<#%;S
z(p|LqVXivv4Qn4^G;cV1J&zv`d@bVd!pbk@i8E{)w@@pmCku+L0a+>GJ%=5h&WPsV
zVIHS|HV0dz!Snp;c4xWUsBD>B7!5MSpPk|x9`cjU)Y8Ay!$EK>HnoRp?ujn;lSzZB
zk`0TSZ|$kv3HNUNuK$Y^H-uqM$c*1`mYD_0HbJ@Rsm=)PwwcXxqF-AT-Ey{EX{F7-
z)w0JK1QKf;as4(KH6rmk-W1KkO^zhMj@NXYGI=;5aK+k1>1khDvkl+{L+fbA>W6xd
zV(n1Z?SoVqVWW<=+qu`jSZMcTBo2@^`xDzKOd`AaD=Aq{Um*cN$vl1K*@)zu$YMLF
z-!Z0$Rzg}%G+N;vxKT5emc!>vz!1`#Ikn(DKUy(Omp^_y4ucWV81g!dJVNd#tp!Y8
zjY|**(}c++p#u0+R>;Oyk}o|O;R`Ca+G0%>0zT+i^4oj>+o-(+0t~<-IC%vv?zAR^
zZOc5=liFyVz7Lw-bebn@^Mq?ueT`sZTEk7p)ZDJ#^wLtt4UPlcPRjiL-SsA{{4BpB
z3OYzLac;JtxMoE|a)V1rLfw>*@`oXU8U8}g7=<)JU@EF)2klp6UlAr#m~zz*nVD!3
z*gR-7yEd{rB;(LY)4|e2cu<>donDn>Qs{fey`;ayh{B<o#&@*2BErk?54~wXqdKaR
zh0BZZpiw}c$L_xz7G-`5(vTz$@cZb-ePB~&ly-&yiEqwitxm#>NQO87VkeJ)I>ChM
zeeW|z4QhJ4sew_or!BgvAD=H2=?V)k!X7+$K4C1<)qts9p;hkli+WI8QG><l-V+B2
zq6)QE&eA=<HG^4PUjCIgxBH?tw&1F!EIhu1*<LnMm!S^Wnr=2rLa|1$*SWcXkEadZ
zC41@ugl$f<HF#A(cUUF8FgNHrSH@qY`sLbM4EJ93KKVQueUI#rcg@}#_Nh%;DsNyW
z&B3S%8AszZ9yY75WKq5X>4QLd+&q-X3mz!tL2KqkyUbIE#Di_eeuV{S*W>pZoU}If
zxZikMxPG+1sn1pFnx#TBwM|RXwangXTJvU^C(b=_WGL%Bs$Y{t{nbfBaczYCb-(ji
zKF@9B4P^rV9(Fu&CgQY-y<UxLvUM1QC^1`jSw(?kN50SDDshrBH#ee)9u(FtDwJ2A
zNvnD5CR2|cYqJ>z@G#FMeAP{jrcTJ)yeDN91;i@1MvOC)<_5d+!(+CfjHHMiiyQT3
z7jcDZm~NS;U8p1$R2VnTLD-1MP|CwR6I`#(<!~V)w`U<{jz4Kt#-~5uYdOuaJH!s)
zj7pm{BaXG1=M79rAFB0m)LuJBAku_N`CZ|(H`<OoD6~=ta-V~>Z{?oolCUVCPz)nJ
zji@UKDl&j9b(kQT?fDq0q>9M@=Ga;nQ2=M=dTs(ZT5Oe3hF?kV<EowAzIq#3T2BEO
zl>@|b?~!JRhvGq++hB55waFVIhx<<J7Ul~%!Sh}^N)K6VeB)qQ=A<e`r1+LED!GeY
zy&tRlJBHK(!9u6?Tm53lWA-$<BXYfKaYX^-@@oM0@;96QdK#<K)fSAiT!Z`5NoAiT
zBkm5~RxS4`DV#5vYWqej6z%m6O{2obG66}6u<awq;h1GhMMLSmCjR9Ay$o&IDU(eA
zaSqUt=aS)_L!WVyGv~79W9^+|desvl+TKWWyx0moTDt*2|EzH2&$Xft{$=qJ2<!|R
zB;OufZtmy={1z>|{AI%}_3LVx#p0t2D5=Hjge~d=3aSQQPYu>xxfw$^EI3QLPJK!9
z0sm-n-!Y%04|bPi?{OjMLoFr0=!H4_{IwAqmA*NUAjE&nY(Qh3%jWIdnfMm0J=+OV
zhBHd*+opV25Aj$I+Wi`?J-OOah7<Vu+ze!;6R-a+rtrYz1V-!8H$oz24I#=gh?CfN
zt-4G!+x#f)xec=K+(<GA|416c`^s7JZpYKNfpbtv2~Pzh&pR_O(>GgJTNA%X4H7|2
z1hIEnQTfjjm%m)go`f&N1sQBSmfp*7?r}N4JMPLZTU@W@E$z)352GJs0CK$lq9ip@
z2%6r;Ye)VN)qMG*&Qm$`?CzBNZe@<}<GWuV!G9D{)G$Nqw@eL9BP#fYJtds!l9$Bo
zb<n7@eB;o~05H%%J`5fiZb@jW+HrjJ{=;M0uEkp-(D4Eh$;WjKh|y0&DL9d?4Jita
z+o4S*^b}%)cj<%UtBz~G=rax$D%{PpaV+pm5TOl`FsE;b7Rj0q5TZe_jw6z7@`%J(
z+efX{8~d|QHo~3X2S_tmGzv9<>j>X-&B5mCtXklg*fof6{^K+$NbJNh9TZ`QcpQXg
z_+Zyi@$#w?c_5A!Q8jmCy>*Q>1Nnf`5TB~QbJMZR(2i3!%HDqLC#kxYLU5Cy7#w^t
z{-I@|%oj)@0wRG3X*N_qxg!Qitdt>QrlJVAqK>rSe0Wm`3}9jny(^6eOXuuqk+ZQ$
zks7YF3_tz4Ic^hY6#S9<2r>Eo@pEm?HxjO}1=CcqX#KEi&GEWh%P{y}(}N%e@MuVd
zo4K>;0iA21gll=GTaDGnURJ()<PV4~f$vQw;bd+$gp;SrtGQ-{(!-r#F$d4jFJFW2
zz{(SG@;M%wr8n@kWI9jPb=UMNpuTGsM=yIEac;@L|ECco4v1AGQX*sW0aoTgGI)>o
z{!=22qKp!Ke6SfyI|!JjQ#<kRhF~<IcIj5yM8ftsP7$4UyUn5SV(ET)e<j$$5yqa|
zsZGv~2IiKKN4Oh;zds{?`y-qHjU_V@|7zVy7beK=U?oCtfBKXCN7n$5lr7I`<X#Il
z_K5K%?M#NiAM?C6eLm&%$o>a*4)*pNmK1`n+J6Ck+9`jvfX+{uv=R(LrfjU4|NRhh
zULao)6M_wCj~Fkh@I|g!lRnGkR7kGW>$?0JT9X>#v^q%h`h1vd(c`O_G~*WSLQGl`
z(1~Uc$l(ass8c$u-D-pHf28rV(CAL0Qj^XV%l)@U@4UNTL3=|xdv!P+iv8Um)*zU)
zp5!x&?^8CtqfLsbqv(tOl6j;Nu*H&Rrw2EAz#;fd|DY?Qdyk?qSyo*;@Sn3GXJ3v>
zY;?8@9pXR0&R1sXP34v&a);>s=v>goD?*oCIjPS%adk;DgWwE4?E}z&u8IHvOk*+)
zoHY&0NDkKY#}EA777bKZq_SsxPzV5sXkr1Ru#l8H%1}w%`h^Qrse^Hc1}Ho{;tQuN
zA^@Bo+Sv09PQ!Ctc1N~`DHWsG+3TZbfJs;fT1x?cQM{rcIyoH$gLlM+x$YnyP_iYt
z02m_rb&`*L&57&iAm&E0JTn}K+XNwhgDY?8H%o6GF*eI3=_if5RT$d`i~Ew~GWGyz
zJ5NFlAUNsJ0PshNV}EzuIVHt>j!inCCfqltPI5s~5=5>k4Fnh+1>Z4&C<*eet>ff*
zj^~KcQS8O6?7Vh9_$WD?AS*K(M}FYVUhk8u6VtGA{p?sVMU_wi!-4!oZGEKPW$cex
zyH|+n3`%@UiIHEkMq~(;jx(G1HcN);W<K86O*PfYI48h4_m%go>IJ~MeW878u@?NV
z=R_*P4IFU5<~(%3k9uG=sNoi|Vg2DF^sZ-cQVU?n{A4?ZR2!}54PWenue`C2EsOE3
zGQuPx9|4>1)>*wev$jf#xGF<d@ax!(@;P|Q<2dS;@?y0#6t3WBp}Px?zuw=?GnWW?
zUWh0pOu3O$pqYVpiiDL+Xlebv(D4IDKfW}sGkOm^x{O1|xnR&SO|6kr+GAKzsRW6%
zGzd!Ci6(;jmiTi&(X7z^3~pdfLk7G;cqr*4K!GnJAu?G)K`2{>$5WYj3?LS0d^KzN
zvIrhT1YI_4yB+Nh`9aVV#i9>(nEO#=gv=Nlrq;CqANAD<E(cUG3VJp*q92mzm3!UN
zXp!Kv1N~@7CZU6^CNL`2i!o;bm19?HQIIL*zrwtSAS-U8nm;-ld0zYczG?OvK@-8y
z=g05AeYwxY0X-eeLe3g$dS>pMnr^!zUwr+BS7B9sE-d6Hs1v=Q58J5lMdzzlMW1OM
z47|*WI@^7#@u>4N->mbFV(P83RrXz>%nU6v$gsQFgYl2x;os);W(~0}b_jz^Qxlla
z)Gu|(>03W|^&`JGOa|Uwl@NMwL0Et#4)MF3BkKua!wx0fK9kRVl%iy(Ip`M)<Yr0K
zwJdzF%z6*PZV-E>QQ^6ESy6EFutMJKje7o{N9TUNr5Tf-zuo+jhK3#we>0H$w#6j%
zRIgO;Y0cwW3Gnqz2C0GrU#>U@W}7f91<Sg~qysgbWSS!G^p<E>Jt{OSeP0(M_xz)t
zt8a09C4_z3v-c#6S3`U@bJfP67c&sX5EBu%2+!hhW)AfWvflU`HyrNZ*PU?+6G*Bw
z@@>($bFFf6x8d*lXa1TOW`#zj2=Q~ZPex^C+XUb7I9t5g&c{;yaQ`!Ko1dBR?f0$%
zEw4PQ_A_ojR}B0|zxP+;#p_n_n*?2t72yZ++UcHxIc!Z;;g_oPr}(2f;h6RwTZeo(
zyDV^-q7zB*=ATy^1}_Unu4s%ppRCqP__PV`lX8`SU0eu{1uZ>#z%^oc&wOkp-b|!h
z-zbA&63H&)MXqgIcb_XzK<&Oj^=O*(wS!T!o4R0Sr3Z4$Hoo1AWw`jQMdUZ}=0tkY
zzZoR)J6>6Jb%cl^mUm{c+EG*W!R<vhHK=IzKC&A*FBLE(H(Vu5PceLQ<e!tDFotMD
zyRrG(`Ta}x`C4N+zOqSIzg_sF`^xhH#-3IEFMYfH=iK%zfS)L1c$l|Ya*}V!K<Hon
z0Li}lhLa3_fgpVes}~LHqw#>Mu;oU{t0Xsl+S8~G4XozN+ouqCk^ckk!>Bf|t~6&q
zO6GE=_>e-B)idTjj8VYwTJn8<_WK8!Gw955d(JmWBhx;Td_B7_;%GTEqKkfPW9cdk
zTs{VLTRlSJ)U6QcwS;SgwPZy8$!FSu2yHD6>34I?(a}YmB!cWIUnmy?)zqL|yWO3R
z^JWas(}5Ekcch&fa4?^kx)H#mMV}4~pEVp{syMJs+!?>gZoRMZGQnXLt6mxg(If(H
z3d-5X%rU<Kt{$uKb-o7Ftx_Q`5%V8YAL}{eZJjP+RgSTv!Me2#-JXitHhL)Sl&o7a
z)yqD6Zeew#v}mT>^rCnkm*f1_VfUsckcTd-h_2>sp6u$Sj_r|O2^Jet1ZjaBWb~9H
z<ViZ0B+-%2SS&RlSC1BWkTIkksVL~x)e!rQA&!-^)R53pOd3Y$>GIHJHa-x(tJ4eg
zhdE)-27ynX%>UzYpBa`eJA{`(eERv07ef2vW0Y$*QAGRs8#eDnYL(!tS*UPaTijC{
zcFOS=r!Ysk$kLIg;_9xADxeL))(;KRrR<s=N~<iEZ?zEd<Mwt_tWb5I3wlGbOrv8G
z;&bKXx;%ew8|J<|?N%@~?T2|IP4}dtzQSm6Ei(VFgxmbeq`vI)9l7gdvmo`yT9da*
z4KXLl<v3{YIj;~z8Hr{uPQ%_TOeACOfYpA!Qn4a81ONi%?1C2~yiq896UGgda8*sZ
zk^E;10cSZ-n048Rww@-4e{2=a2mr7X6ldt2i-Z%l3l7<x1X(i4e{YQd-nxf8tuR-%
zq7h8LOW(sl9a%rxbJAtRrivpO+iK=(In~(M?v8_@_#Ehn)Pjy@{U;p)+Dwm|oLq;4
z^F)-0(%#Y!AU~=3!o$vftAZ=Q-+eIE$BDKh0Hr~db^0~@f!>9hJnxG)%JEX|@9N%d
zC(=Qu?ZPP9vw#2Y?&tf~AedUP>sK)Cr{+w<r2+ykQz@Dd^XEZAP$f0?a4hmS$D8O}
zmfyesg(+{T@)ZFib5n1kpr^~1H=?h_rW$hJ-@8N8GkH>sv3+NGYeSMsOY_M`sZQ{T
zvV>qR9pZ(<3q<^YZ6Jwuq(BfWDr~7Rf5BkK$)hD#(abmcN{2zwM(?JXlUu>n7uM?v
zzYt7Ct%4SkgMHTw^cM<fvLeVhgQM_X&ccVFfsM(48x=QW;Ox}Kq@f1H@DbzV_#fj?
zmAV~F-Hrf7oYW3APcB=!EvgRpKLEf$Kfle<;U{7ViPF${pDw!GInUZD27Ey(^C==s
zbqX3xfGjPCl|&q<Y%|eABd>AsJqY@Y05~m@RNzp+=%M#O029-vu6{fEaiEYw2fQ*j
z#>YF1;Adbu{6}6j)D?m{oSn`)oww))aC?6fj!}Je=Q`TbbtY%2n+$GYDLy-7sU;ws
z;EnoYr%tCI9OV4MZFE$)PwtX(a54`0>5+m@!ydUk_+LqDRy7XeaB;BCcRLL92j%q*
zlr@k7e!K2^?n(UpHt)kojls6wmihkxOc+PCY&Pgn5!>ukrC<Pi?WedOFn8RJKFGHq
zF`Z~_0cisPBXwicj;GKZo)oTBG$BDd1rk0)5<XZ5BpmIGci|ybs1ckm-yvEGj!~<q
z$OK?#0O0I0M_t^M&b@ywop50(UZhiyfLdh)jfMh9J&8F^+jSkX26#p$6gJ&Q?wVGT
zebR)e91L%eaj`r0$RPINLs6?C^n3p9a0n!1C~Tyjn}q_M_wTshgu)gSwI~cHR>yt8
z>5kpUY!9DMq=+#wrnAoRq!Y|<(*_hUpwjXbnC%aDBMqk+C!iz{NIPSE4i>b)$`VrA
zQh;zqow{v;F^q4%H|%<F-91vKQQ|o^uTp_XfY1wiZAx1Zp|FrX`s7M+rW*hZt5VW7
z&t9?K^6}5%*O#xk6*rN+s>t^lq*$?4aJu`tibG<09FIi{Qh)^_rlo*SxK06bb4(i#
zE0b@p>O7E;H6VGI#ehM0qy-fYnFm(edgSfXY<A&5ny6_hCB&gPD#=(K2i^qj(>Xif
z0fUYzHb;uj6x`Sk$K=l=Ay`)W)S%7d%}HVt$z<V3k|{DAgOar2Nkll+<n9OxNd%HP
z$X;)A5ltR_c%ix`!;rGMHkU3EswD(8;3396sn(z{`ZS*`CHrm9-Rd50`Qp+k-gDhS
z^Hd~%?vIx-&lQ}kVY?NAc_bAdD+7xT=5LFhLUOH6wRm$v+=o$#lDbtcPwncypp%I1
zQz)sQEtROGq=_xCfUFX+zZKog{{Xf&)1jFVxm{pXt~c=V8mnEi+o3>9fR8QqsZ`Ta
zsLN?bQ4PH+mgWLM(p0S!o6Q<3ZJXBSx1+rvGe@k{X^BhEd5*XuN_C*O))3fn(h=_z
zpf;r|DHtP$fz*XQ2*D(Rqm1qeIV9sdYz}wE2Ni(^U>g`db{`KbYl-t11Vz9)Y-7)J
zq#Rx!F8Sr+$Ho;ZwQx)3>E$JpPN@o7socJzDxE%S%VoK5vc*x^pS4;H$9gz%=W7lS
z9!{8rB$B$dye;yY1w_>@w(C5_ue$Jc`nB^{l~{GxinS@l$JESMiipWfw8|g=oZ~rA
zcn`K(qIh$nE^|av?&^hNuOrLQxhy=HDy7A!v#Z_n8fu=Bwt-4tjH1HISLL|dzi`v#
z(CP)Uw69Kw8hN9wnM^nW+kK^hg*4($Qb-C(%2t#uDoE93l%WV(n@Y1KDw8H=73gQD
zTkDKEnwLw830krxMI-|e1agCZrZziaYfQK3v?_B^C{&t#A|puw5oxgF!j2LE#u<*=
zO^vhL7|&h{X1YQg%0h4mJCW)~e0AUB*RKXNda7qrQm{c<GTW)uf`tG`$oPYhdy$^l
z;D)N{P+13JN!zCTZ@+%o8~S4$Uswu2$^aVyU@gcFpLQacCJ8ck2KNvnp1yqK2*YPy
zdp=<&rhEK$7|+msI&Z@vbi9!YO0q!!;QWunJ-)u4h2XeUtqx<U1e~9bUGtpn^Xfed
z19v{OMUav}8Wpxi<bpbN+c+EVp5$>{h!A!s^7``X4w!ozi|g^z=cmsR4)u6Pko&Ep
z2w5R&PNGtxtZKr091@@o-9RLf!!GI_mr-gt2qHtRw%JO8#vD*iyzB@_%8q?H<A;{u
zN~Jpbbl?&~Nc9Ab_9HuO(|z-{ctb~{Jk+GfWgsaBAgp5mr9k690(Tfaj@aUxl;Eo}
zObbZYai)=PJvA8BL!}7HM34j@fP<lp=J9#M>l%+vn@DYRw4}z2(`^=kK5T6XN>Y~-
z_l7zX{x7@<Ny?D&9%h>)hcl;E>F7xZe2jL%1Y_yGI4q~vYL@)O&5YtxfKdAj_t=!t
z*-X5Q`^iww4$5rdXi!kk0PcybRU2}zOa!*9Dr_>XZ&TbS8Nk7EGO?7r6R`m<1e|5y
z1VoZFi_DR0>l$9#&h{*VsUS(YfDgxg&G}(Mn(S9zY{%3>MwJaX`UMW4bs5{?z?l~i
zXBt3G-BhlgoeszH?SaErNOq+m!nn*SO@r^cw57IDoaC35Lqh{3``G|=>A}0}hTauE
zc#z>Bsx>qhaIEJFkmiO)FhSAge7z*^5^N-xm;jxD_+RuGOsat(4dj>;v`zP$0zk&~
ztBynZkl8B9z&(lBY%`9eZ{Gmm=NvaR2zA+IP8>yNd_4IKv@^azaAiXS9^y$m>_{Vp
zyR}jVifk4lgODF_KGQGLK5E8<WB&j}pkSQmZVOBqGgs!kU6A2BYs!f4?vF!|MgSg|
z;iM^hWf8xjgUoaIP8B5yg0C8e!g7h|K_}rFYlKvI%`^v}B27u{VMPojQKF}8>09ms
z`@?l4`7O1a<U7OT%d4)jMv}rH$BfKmuTzm&X=yG3G?c1Jl<ci#Bm}rzRumFQSi(pe
zA1f~FjZLPLMUuAHrxG1Pm|;D$=Q@<7KyQ?zRyyOklYF`442nzbO1NbpzLFdfBY>o*
z17N2J83Q9=04HqkvZ103k(k=>b+@LXN1hSK(gn&;HvkFHS|E^g8%T^eG*qgz(kH-N
zmok*C_|lHKkw{KXrR<3<r%BTL01N<KW;%#R3z~JgHe0DLf|ixPyf8v{+qokizMG72
z;L)g2smWzA8$(NJAS9<_(2e{505hHQo!l6Z;nY$Pq_+a0kUY{tAjud2Ye)mx9yr~=
zL{*Xs#Bh}@Q-mn(Z%K(BaT=M@_@bw$KthSokB>NxyLw>>2GfAsL-#>M4yUf!I{~ok
z{#$Hz#Sw;pN*irGPr8sh=WsFK)DKUZ#WcsFxLJ9<3r5QXcl8H4NFWU=Ng+c75(qqW
z5p<rJ8)SFE$A13+AV*I7@j6kt5IsFLv{-YSdPNch$u^tK?K3B!2g?bx(}D;%10Tcr
z<GA(p<DrhBumk`$KR=i2ayHwA6U_hy!#D#N$vgTClk)?=rg#FN2ImBR9R>g!XCA*p
z+lS;&+<s%}&&vb>$ZzB=Hsv5+Zjpi);}Dau+vqxce?0XY@56h|7vE!)ywHlIvix^B
zb$yW3hRXbx4XIWMemcj#%cv<zlchnm6r?(pCvF`#^pUvzcHilf(0z8{spiQj<&QHJ
zp)NFzU0)?gaZ3nLO{-Q=N{UJr60Bg9sVV^bq${EX0OMrI@g!?|5J&0dX%l9uLR3VF
zNt^3os57+4zsD4rN0c5y=<^zOMLI&1=q)x~kxh_N5GoOXBMC?dOvY5CwIzh<Sxbmz
z*7;ARH%WiVoh2`oBh8E{<T~8A>LfP%a@GSWY0Mlc2#~hal{V{5ttv<+exm!R@_|cC
z<P#l)hL{-08A?VRSQtKQn$}3kTJy1;KBF1tKV#LGm@8V`gEvZ)?IKf(KfF$yIJi#`
z1lYqnA82JhazA;{6<m;FVt!ZN`w#)r`(qRkZK>FsM?=$CCfwjo1FCY7?nOgz!2o{j
zl}J#|PPqyt+?;#KXtdEFA1GrS7AfFWoz4^pS6t)}tmg+fCmyGBw;iWIl~0(sk`jFI
z5T=yT^Ba)Ui3(-*9ZAEiyxB_HaT<csdk{e9?BTKf;b~_i9RWUL<Zduf2nZeh@|=PQ
z)r@eNiO@yve4-?s{Q6-G=yuyk+f4=a>y9dMMLQ^flZ<M@i0pb~oPF#l@4f)vfw9#h
zGScdtOmyf{3LH+N>t#4nOmze1C1Y=VCAAPY>A+zl%gBy|w~>!ASX;+_p=4pRxBZe(
za7ZOxcn(xlNl_${Nhfki^(S-Fx&AyP^E33@<E8ZHCkdzD-{t3nrv!Dhxiq#yRDh*P
zY2qAuIQNNmGE`IyU<OKwapp6n#jPMbqGc^hQBu@YqtvL9e-r#T`rD2&w7SyN+lV1a
zT1g5?9+>!Tj)WW#K_i1^p*dL#atjG=OL|O(wq`4ZOVV6r#gw$d)K9$?N=PRviU|G7
zX)-@8y!`pk$80XT3-TQ~exD6s6LH;$&q&m!(T36f@z)4xmh;nFt`wmpj)^Byx*!v=
z6RMpLul*$;9+_J(8#{H!mnK$|o}SF!M^{pK1tw&PBnMP9ry;hGl(xf3ILK*)1h&{a
zXG%do;w4!nFrRkx``-GD3l2hvprokHkdg{j`^KU+pg{^wG)R1d(5S~iBXl^Prf$_+
zuBEoB?|Bl?3S(4If*JRTCAra=NJ&XiIGDp>^mTc;ASXg!KMtOm9gkdm_xW-2Khx8L
z3nxvvbMyUn+Aub3NibdVWFVlB7TUs+ww`R0rPdy7mfmH5;c*I5PBD-{04UU=5|Bwd
z1c98B*&t-^fB^OB!PF^*hCPy~fc-H<tua<{EtRQ1@9FCM(Og%$RHfoO;~r~oX&A||
zJeCzMl(PLXL?Ln#KfW-ffrct688OyQLJMF<k&L#t6cm)7e}B#}M&tR9<<{PqEb`FV
z%#{+M{{Ujzl2@LDEq?M^#tuf6tPlZ0K?jW&Axi-WN?LCq`EBP4BcWM2D^ToIP6;}2
z4mjb)aI?z8?|-p7VK6PJMF|bMpFNzP-K^nFl^m%|I0;iKCj@{CYa{oFSO5*2juaI1
zMVFfZsc6QT45SRGxY#*T6W!+ZH;fheM1&3z<3B0SEr!(MuvDyIB?upR#}=Xx(`n9D
z<BCcWH&TG$#STQKEh}kBojC_7aB2`^sCPj3T$te8WkI;Z{s~A>AwK^87+*a({50pa
zww<-d1|hoZLPN_$SeYZ*UC8rFPrQijC-;(E7{-(*LJprf#(@gss_G5LNotzfqk;-o
zEy9yE)SQA6r2DZOP}sK|>L8Rl`@?=Uepsowu4|rLoCGF72gp)VFqAmT1{g|40#z9S
z0~@ePl;8sEE-;{%6OBVs6bMorPe8WTl2GCa+fqpx1RM}RKK}mvuxY2qeZC%@M4WOY
zl1Vuya!*oyPXeONlMPB#cM1Z=ms?OvjJ}NLL+rQ|)5t&YxP=bjXMO_l-L^p<W6JWH
z{{Rl!op&8WNZTVh1;v!Mk_gmR0u)63`e86;hM-i)OCdDbs_NQ`*G+pEB}s7Wb`Ccx
z4;P~jrReAw0c1vYn(vnTAih!*g*cG53KTYRgS&E4f5PZ1V32f$?4TKMl9JO&@>w{_
z5=m2pbW^L?xJOVhmeO)igpzV1HAUtd_IDE8xMY%H$qHK_kaaDU1tr+7k)PhjaiyJt
z%G2(Z(@&0{57*={wmR7J8hVYq$H3qc*0&T^;*_<h<w{v9Q9h)SN&22O;M_rtJKm+Z
zL&tMXl(Y#1?X*c4ZJC3Ab+Q<gNYaKLKJhO^SuV&C8)4N+D=qmN6demrbtOn36zIV#
z)ubQ-R8j#UFp-WaQj$WDqLl-bsU(6AVhF(p;tvW2*^0wxe!AL<mXxkMSn3T=kdi@5
zlFl@>8A;z;sS@N27Dz(8^oR2!Qg9mbrqsK?gu4m?y%<V@kupku@OpuY%D>!+3exgQ
z9CgQ5w_RG@acU}B)}pr-qJ8BlN+n7p?nxw`r-c)s-*3GS&kLttr}Of+<%0>YKQM<9
zq%JclDP@T1EwvG>=SpJ|RM_ZTbeBBElBXYa%}U_6kEvRlA!u5Vw49}BB`QhmK^P#8
z#2oM=&TZYKH}7_Rkd!%`lb0LWx4Pt?-8iFyr;adAzJGr{WZ^Iyj_gNM#Y!p-vfc~N
zuR0q9>^20gYQYV(fL5{&29&8u6x}?jrAsaa!fgBQv<Y~Tf?7)o0l=^db-1LM&FTca
ztfVX}@=L)eN<(ZkaMLLygq2_wsYeCJRsb$KKq}~fhQb>_2TA)Mt`|*xI{tCj24=G8
zWiX3ql}|w*xS6R=xu<ZWA+@FUFmhXEhmy;A!jkDLTbw<f46Wiw_E%5-Le5%33C3{D
z;FL3hdI?C35-<zS6P^n<-}3(eKd&D%u<lOYoAf^%50T+8PdokX`D!{~L-C|VSVV?g
zWkhODw2&5zkQ{Aab;i^|(&J@FP~9pcemS<<-Ej>xg*fAjN*h7}Qr5MQl%**dDpHg{
z0B%XZ;9ObK+X6FZ+8J?a9>()xLoO_w0ESc)Q0j@&9ALKoP7<(j!i`F%Q<CE`T}%qw
z&1ikqDakOY+Vv&aaO9vZ_9ZO@A^8dtgBfvzNk{J-CIA86JpTY)3D;Qq!E=r`L~U`S
zsV-IBL2hKW)D)U>77AR25oshDL>&_4Aw)JcMqyv?R!G}*#<QVB1q>-91tCMxXiz9n
z-)%`a>Nn%8h;kz7Q?35(WQN~uNp?G=b@HS%R?C>~5VBLzKpnUZ!GQcZ559c=04T?O
zOu6^aT37sSWl1Og>7}b|oykJd5;KO**!Wmp3XoFj03@lSt4JMGq+mFNjAK&Jl$>lx
z!8~{s6|G8B%UYUYj49U;aJ-!8WuyN9gPtIz9g+gvSGd}^U4Hz%KAlbz9V51eoA%iW
z3qVm!c2&|#$=yXj5PhAJQe7h&)Kbb$?kTXYIJZ=%98p`2D5**(a!*~l0n-2g0KfwP
z04hZ9YI9VEkWc_^q_%vuGTL*Yv?v0V@0BfYA;q|&wUq^}O5=x;mHz;_aVkIfEzC6F
z`4t~6et;!<)z`}%lke~OVEg@lmNjYjm{@VA7ShMvTWV8lPTLfzBoXxM!Sx}T*A-Tq
zLyJsRTB}%{5|>V58a%3ux`g-979@5{NiDwgi4L~feD+;Zl%O>X<R_GsAw>&HkfiKV
zq?D+4+z<%Z=YH7j#JKQoq*8g1?dt;Dt6djul8SXw)2GL_>Q@a7iLxZS7HvYlDa<%v
z2ym38Ql&oQ4YfT<l!pVc5K|*fsnvueNg$X4NeKl+04`KOgn@EM8{v*RmXV!i5)^<*
zAS7p6Pzs5#NF)`g*(n5@3`nkS_%X3<8}8WU>?-V$SvKXjQ@mfHMVBaAiL6RA=A5mj
zOS5A-r<ERT#-0yT+?LxVz{GZ(XH|Xk8j{t!c-QS%a+5lhYt`zM8dX7*7UR_6(<i?b
zHCC{<5Wm`rX;W0RIN}xO1fgZLql@^lBV9bGv3zCth~^{D8}8(xR4WX)>nsXgHMsOD
zgbOZ-MwHyyf<#Ju>a;ikDpOA&vdUD2tw~z^>Nil9*iu8K#@t$#wjWAlGNq`JrKy*a
zwu;Fl>(i_q!hrzsJwiLFZEa+9tf-X&m7yR<cBB&tlL|HpNd-DsM#|FYL#;d<V6~JK
zWm+6E2z4tLHU%OSQlN8dbHEXvxi}l=Z|R)>03JT)`V8%pzx4da13cP%f;`3-1!RwY
zE?#3j%A>mAbq6^)M1qh$>m3If`#tiNxfxB(Z6KV*TAW%^GE}D{s3J>X0g|<{mh;hM
zZ^cYc9==|mta<5<B0{h=>2)0dbZWr#O7a{)&iF#np7|RS83Bf3vlwe(`2o3d0X|{^
zRF!)pN+U~%NNHwHFzHZ`*jK#Rz$h&t=ai?x_Gs;@Op*=>X}o2itoy5w;@gbb8Pem)
zBoGfAWIp7V-Fd}+_0_4x5HOHbe(F=41f*<)3<Mx0BV>*bzq76vZ##Vq{q@G>hcHx-
z9Y8oMXzK%P<v@GL9))R6dvV97PCg|>9D-6(c2Fc>jCa`QCvRRmhsw5f2zMF6m9vCw
z0*i<#QnAo^n!p$x0K(g-KN0$mfx=^scE;U7&waD`9PjcRDrgeq!HZX@rPYR^L-u&>
zsFkv+g-EI^B(%Lv6}1=JBqu5V0LXA~cur|$e{sUvzu|Obe1naR&T;pfZ6I}5sr^Bx
zAkb-0^pL5}zgLu`kfz8a!>6`ZoS>94)QJfJN8OeWafHH+&mr?RA6e@Wg7nLV>BG?c
zqB5ZDHTh(a2r686HL|aFCqqh%ov;pZ#)cbjWW<)k+OmA7^uv%cciGi>1ne*ylC>O=
z5Ho^UPCmUpe0||&b^M1R%ct_eJwGqMG7i3266-I=K3tZaWROVn5KvS)1tcgWI1WfE
z1wlzU&cN~Ld+ZUU&aAJ+OK_J7ZlTUaptUBYPJrUe>gM_z5u2z>im69ZFr>x~DFtZO
zk*pKviJ7vPNo}{4<r9@MygI^&?xtJ|XrDq+k<<`C<Ir!|PjD)jJX1LmEO@mC$0U&5
zL89VajMh26ANE$%rL`VI+R&8AWH##vO47%cT-J!(lG?zDAPdPJ@Y+V3e?fscWM-JW
z#=eFP&ruz5=}-0@e%XrIk3y(TuDk-#HWWD%;L#I=tsY#MNp?H6oGVsB)YUM7q^_a}
zr>CQ}DYX<!Y38J;mAE7!X?aRgj#R%i1(g+KsH-HCl6XnMswE!s7NoB^3PQ?AJ&r-o
zQ;>6<bn19;>9@_y!cvI$9c?WngXF5CDdrWYpi>Vx<0=PmQluyp`=k_{8gQhL3>%$|
z^ne7LbnDJ=@=$C7k_Li8uW2U9ldb%s1+Y2;Y6KIuudYV<$6<~BK=;QBNB|5Dq+@(z
z;ry}m`EXXv`Bi(~n-+mQ;H68IZcxzr!6_$PsIX&9Q95^Do*Wrb3(AS%RY|yM(o24A
zvq=P$hZh!2W;=?&!6*x=NsfbzbdFQ7At6MbB?>2Rfd>4q7-S^qu7*-Xd<wq#&JAKV
zTnPyoCj)NTIp}ko^!bkbENOJptSQ9g>_&QbBj<tf`0yr@?V{mGdX-;>rGcr&YSj72
zLDiq##&VMZY5^wzE@4(c%C{svb~T@B*AptWQLfdgmZbzV^?Ic;h|F}5;@e9!nq%?m
zwE;4*I2REXIE<5}w<I`(u-l4Eh18)ksR9L{lQtVo&9Z?LH|K~=I-FQa3JlzmLP!yE
zWCN8TT<L)}J*7`DBwkli9Aea@$wLgqLcEzbMO`5dqK8gaq__|eq`g&~*jj1ujz{;G
zqc*aOqUosIwJ8-Tr48Y><3ocO7NApLM;=^Cbv=McVkB0Qlr-2SN8WYCE!P&ct8U7x
zS6rCv(<_$zN);uO2HT*wDtrjks%jK;rA}61!D;E!6g{S;Imf)olHD#iq@Xt2Nd?+f
z*VC9$qg3(+1tO_RtGZ5f<t$Ss%X=h{cWfVcZIUq7)DP_)P)d~{DJB9FZw<_5Fbas7
zHU}ufol24eETKw3g5r`h7ZyKz!*GG3MWfz6B@i3hlGIRooP(3T-yg%j!-N#X9Ymi0
z051LU_+#_mhc3B9uT#*aO`}yIBy4@I1i0P0pE;KB2;6$@gM-6sF-p{P^CO|@oFD6t
zUMC7kups$g<}He$3(XlyPPYVaZNHWivXTH+2L6Na`E8${OlO3Y^$<wT52y13KMu!k
z74lRLK*3SY4)`b3V0^KI+vmie@af?uug<ygt~-@d=)AXz`=R=S3PV%w2@zdOZqq3m
z^)04Sy=}~@7K==jE<A5GP;pVKKJ!eVxZ<*;T+Za|0J%|!fy#NDU!|vZp~SS>GdQiZ
z09chMn<XjSo^h-L7&&vwYx|oul+f&3Zf$NrDE7%{Z_1_8+gZwAs#PA*4hv)gP?wz#
zJEcN9PdEa2wJuxzpO(}LT_L_^Tr(=mhLb8q0@`)TZ87?sgrrG+p;mDQrBL$Fltzdm
zH%Uxp8~1$2U47@LeVJq0e7&H<wyfG58Vwo}0$Pg+ppxRi!lX-mTBJ;t>Gz(MDc7Vt
zvQ*=WCp;?n=PG!c&lqZ1Kr$fs&7w-S-ZI2aryX@C2B&2?p8@v>yxFwe7zzF1VL7B8
zLlGa8-U2)qax%SDyE#|ki<0)0<6W!HuhuU}_9YH|=TWRw<-0y~`8RD|Ec=B{zcKfp
z(3*-_X>KdXX|$a@OGeshl<8%r+DO0&Z3#kfIt(NMwoW$h#^FgNNeW3)aj77JQ>bKW
z9Y#juILO>__l(j>)RQEWH@VdLo$;;!5C8xH009szAasBSpu-!?4nf)XZz%bx%4<bO
zlk9V54e*-H+sisl0*iCgE<R!zj$Jp^E$69npnq+u6DP{5F5sOCWW`mSO-0o^CA2I=
zI}_}b@J-3SR#Q1!$c|RU<m5_BcF4FbS#sa6Ts3q?YCE?T_b#gZ)n2vghmg{$b*jm7
zu^}i7u~3T2TWuCy#&F~~w$v2b)P)OzlONZpHaKIAHtJM|P?e=onJNH-8hVXE)Ej~^
z`LO>0$|vx}dw4wOJ)>56iih@RpZ5J`13bWw4arm{?n`lqbSGY;&zBj++qV?^LTqLx
zP@1T=v?deNqqiZKJ+Xd(yeCtt_V0rpLsc$X6ZYNXck-IXqb7|r9^Xy3XtWx1NphcW
z%V|-atG^aIC4!K)nr=*GlB6qFp$`<?h2_VHo>A5;US!%-3$hGpaIOjpYt%YzclI^K
zN_4IjTAamBG^V4?3^^(apJ@qr!<!|Ps}2#xKwop(s@GghDE`Ywq%j(aK!bo23XM!`
zM}*Q+lz^432`|5}Dt*@qvT%6Y;ge9~t5kTDl{}D`1|X!(?zMuV1Y9a)5C=QPN+}p&
zpa}>{(@vtPPzC~%wUFE;DkPhv>XJ)a?1=!YNc=I3ZNA+)ci<zDMhVhCiO=Ww`uy-!
zWweB-W7PKF{JZu&agGb#Yhpq`-#^oTro*p(Iv5e48fkq!Jm;q@as|Z_OzXDWexIJW
zM?U~7SGqbK@$u>WcF6hf!eV_j1S{MFr@-eQ$K~+&aOAD9LHBd;_+y~xH~jcdOk=OQ
zdhPHT>C-(rdSll-Mx;iab&ut=pG;1Lld0uBG{2N}>#X4c4&5`K&=Y_N$;WU0l>U8p
z@5GelRjU>iUKK(3=v*6pm+ncaaVaQ})d_`ETZryX0w+mfhyWg{k`gyi!d}&)q{dvO
zpc3o45u6XZf^pM3_vyE<4_HW|ST&gl0S{NC!=bhA<6J0<ZmCi!SQ!dTmZ-=o8y4PL
zNcXsDK*)cIaFG!{Bd?eee5VdWr@aI~N+o7@%LD_p)d}_65$dlMRT*<8N?CqP$KI16
z=XYDLyyBd7#}s!eTZ&TDuIeP6xIj*#wpOwd0Ub2#0mtzh>_>hbISEPCp84(ldz|CY
z{{R%kq-9Dt*b*`8`TA}<{J3#M0TXSu+f6)$q}m1%E)s9gc$>kQ5)F?`HF7A~B!ArP
z=rR2B@*8i#TBy5_Q?WV52f+I6&~)jK#mRl3a&Rzzukz0S08%$R7b%VRACdlBAD<EB
z9KSEVoVLWD%G|ym(+JinX=sI^DhdZ7Ln&59<8X6;dT+7G_!XTlp>Rbh5UUk<xKc<%
zH5rVfBTf#KJQI<nBXN&$Bexqf86@D0kCsPXox1-36Tfa0)R+cDsLeE!t=F1q00W(F
zEhtDB1mu&9V?Ds_!emb1A3OTq*l<#T@ToxQVn@*7#pfM*>ZUtDqPJ2GHy*>aot(`0
zFe-uB(`lw;hg|)q211tN#H0nNldBmgR-?oxsMTInr^MTK)0|YJl`4T20*Uv*C3KJ3
zs?JsShkPEuiQ&&C8h@A<D+o|qPz5@Y(F6p9Qt0q0<tf1$aO8FSpbQhx5<rGEN@4`Z
z)2HsZp^^uw+w0fm_2LGaM|6c`5>N?&1m*zk2HJUUV-{b1!26*tDiX4bl1GLTETBff
z`QaE|w-=Sku_@?L11hD~YcP&?%94qaDvbg*7zhc#P{!baklE#{x<u+V?@Z_lsr5P~
zRS6q!<VvMd)~$iq$_H_i=zfY=SQtpyZJwRF{<r$@Il2pL1Kb%n-%nG}Z;#J7KRvjA
zb}f`RpC=W}M9DjC7QdK_zft#++Wgx`)gTzRKg$J8QTcT6KF4-e>FPKE6}v#`0E7em
z;*D9VDMuw^XoKBOt&~CydUD^K-YvWl`0%Pr<fZ4!TicZ!(7xzA$GENAs(sN<W@RF)
zPMb%mSzog%Y$<Kks{+-iB8gUm32~{F8PFX=NlR0bt1Csgoj>mLjrtD158>N<aa?{Q
zxi@gv{9|}yx~T9f%cN7{OOaodPGM#vf7y$Yn*3B$-AY!3A=q~%Otf4;!V@JdxE8aD
zb<Gv9GpS@H)}#`H;Zo9rZ~@Sh%F=JHj|{0T)F>ge1ud6ukgJp@yaE)ZBuPNqoJJfT
zPx!y(pNcAnFsc-LO|DBjcJp1R_7^WN4r0;nOP);0pV}9ybSY9MHAbpMuR*A(#^%yx
zLwM86&}oiTB~Bjvho8%9wm2m=^;ysXB~f8LF|abARjw)?Ku93_+Oe_87}|@u^Wgfc
z%YU_Fk@qdL%??%a&zJn#xMlOweMg_%%WIVUs;5`Ee5ln<U{Yq?lG>9`Zmm#m6e`8F
z7NE#Xy3J*pVpfzTvcE$&Rfyfc9@wheyw2snF)8;=8a;lUUF8+qGU~U435Y|m9YuW7
zXz^v4(Va}F&eM}BE3uZB6CkBv6{m5;sm2th!qBKl$h)=@kQAi_5D5cQsem<r>gHKe
z8LUDa?w)KZc~*cMaH!@$N|IEf6imT^Z3G-J(<l{qMM;@Wn;S{r+G4)I9)~WWKD~D8
zJ$Oz_h@h-#!N%hs4DIv&UZC+I7_RdYoPd~jZN$nFpsy?Tq^DUb)DOJNt~k<xAZkL8
zq?`g$alk5t-FCW=YE989<rxIkt!r{}oB*WZ$6lou)tw)ByQw)*3I#;*Xon5*woc?N
zT{bE5_>WxB7(c$^eA`JLQXB`L?&3cCF#u$5oMYfl;~2=>sN;H1lQ)tQd_+gA+NYM#
zF8Z~TQjqP-76ozzc9$)-bS|4!W}gOJSy80Jkix0eiM16i^)P9J$}TO|RmmOItWL6R
z83VXx6-Ja!*!N8?sSOBG8CJ*$1dnq7CyzT^pynl$;ycBCQ<OCHUpB`tmCjrC^}2aC
zWL;Mstz^ie(*<GJw+qnK9<4`mOu4Zw*6Q+|S(#LsEo?a34apd%QtQo@LKBrsb0iQJ
z6`-*M5py$WwztNW4J9kWp>C|Hw%Q8JGa$BP-blQG0C=G6ZI4P^i@9S{Z!1=Nst!@>
z3lyok^(D8dcNAsQUGoyKm8Au#iExF4l<69PAmGBiOL~V`s?nd>%3VTa75r5aLyVOU
z_)thtJ;4NQaljf4KbNbH!kJy^Ni3FpoU=r#hJ37OI-7cqqEV$9N?B|IF@d)apEGEd
z-Cm<kx)XFYPet8Er&ZcBXte^{uA!9E=Q`r4!l0I(RLE~GLl{z;bz~P^B&^vk1iF$?
zvECvKp-04nA|NX8rFta!;-7R^PN0>xqSLv6?-CA207|{$ofMP^w3Qf~Fd@N=91I-e
zzCMFEKge(?wGEE@b^JfCeh-|pHIk?|b)7XQWTe$()0`yf*ru-ro)fx&{{VPEAm?CD
z9aylgrJwHcVN?^G152#YszjV*VG!rM;Ur*>a1)RY<PIe(Y{aM}_3-Pjyauz&^TmGQ
z!6YD`^uor1E}6IU!6-P~et)m08wHW^>D2x`yZnDX4&>R_bTsReZdX`rd){j4Q@o-#
z84q~{wIt~v6s&><Mn?P<DTmlTTkW{g$5c4lkg#)&(x3?3kH@GRaKNOQf)&smG`)}Y
z-ZyHHwEM|Yf7Fsbqa4b+3?HrrdvCUJ{BevP17FjgO}!$%!a|>!9p>E$&RVLqp_lRj
z+uBm&6$F!nl}T}=WU{;r3@aoMejtwj06~%R+oz!5&MhR@;8iVMId-zsZ_>d8V!2KZ
zI|YQ3xm87nCQ{pPWUf@mt5`ltaE8~IjZaPf8u~`~b9W^N_o63E;L3hCM<JR{n5mnt
z*IB5^lJZpJt~$3IBxIGTWT^D+PDwf8673*2{{Uo0I&HYd-&6A^<an94)t<Pr99d}T
zUR9kq+=58yfI%JdMlrv3R$UDwpWWbto}Z6V)6<3=vO<Iz*PO%~a~I{l__&7&NP}q7
zH0C`tkL8AC%6_m29RSV;U50w(?eX~Mg2!npR^=pb&~!Q9ujAbG;pANv3D3Ac^BjCW
zUzRum<sCU7AQ9<}`+g_B{{T$zu!DPSK9>3qmbh?P9en=)TtxnHQWTC|+-lM?1urM=
zfDLY%4o*fk+dck0;VgG#(QCA8f}bQcQKrhJRp7i56dIpOkkgDfueuxpR4}z91qGz(
zQjVnqWBmE1C5~5JE`g*0MBMBKtB#NfJ7d1bx6qCty`jt7%b9bTq1e{FX6dT2D51#I
zh%U(tH7zMEIW9;@Vhm(B%eth@dOUO~%&FAm@kXQstVt1&Yvy%2bH;@#l%z^Q%oKXW
z0ieCF%Glv}b2pg$!CL<SwbzAetqo3>+oPsRp-|azKmy}*ctw~R!V;8ut}wTXKniex
zFq4Z8T&YaOi5bV8c}QwBc<n9cU2%9zY_Q8oQr6)mDNASySyli^CyN2MycSXHR$|tC
zN^>TYVMkt<Ke0B$@#~kIrpV8f;@fUicuNIHQB+tph7{S}Lq{q@w@>GnE4e=yK=9wn
zYDEgD%S(=VnR~F!!Fj%gYeUXMZbGE9PfPg<Eg4V5(sU-8zyTvYPqf&C08b={9~k|9
zIMGcr&fRAy=A$QV0KSo|eD5E*Rp4iww@hSR7pqjBOxW!pJ38g&WQ5VA7;hy>S%pD)
zO;nta<7&)yr;1xoC<5G~a5#QwmiL5iORcx*G+K{{tJWe4e`;N9E{|eFnw`V3XrO~o
zX%44QZd_^TQUX-XNd-rSLha@y?aUgI>bITISGZ;^M4;4WIP7@(m8ha5B$UL4&^;N7
z!%cvG?+M0~5Ry`H*8`y^2Y$q!zbt2p%YDVn9H8u-ddb&revz%DQ?%YwlqlHdS<u@-
z5%NC(aUyST6I|83U<whfrq{LGZ7eft*{r7Bq9Q0rK#uDWl!xXt0NI(3zR)?)gbjlT
z{J`Q)Tvk+aK_HTPl6TybzI{&Tf`{Z3sNnU_PX7Q;L%8|;Iu*MobHA^A=f6Sf2HWSa
zULd*G^PaOYiIOyt0@2sqfqOyat)OWbGj>)=u%UpGI-HZAk57s8JSQhg8dta(2iLxF
zu=US<`w_-FB#l|ddgmwCe~+)=cumieNH{*|?Vq0N?d!kO2YwU?(+>av7u0XAf_%CC
zFjGE3NGDe3Bfh|s(|q?G_B&&K8rtmT0-z2$^})#Br*ZgaVd!{QRHk4kk_N|Yk$^o9
zrrmRc@EkRDiHTCwNx&q5_1Jp$9k=>)FrWZF&n^8v;9(nAe9C>eh|%WBbu2U-Qc#sT
zv!y9gmQn#K**QC%w>TU~KMZ`#x;Y2T>K#Fuu0w@Xn-#@6$yshR#vMUv;8mb`%s3iY
z00g+g<T9Y7xU5BsfGtV$8d8IZT2|82lC(I51))Jh7$HdqBxfTajAMxpZ9rZ3X17sm
zN@`L3l*n2M%o?O@DH2il+#&1*D;ffjw-J>L<ig|Ar#<;|NAZ*4-kr^R9hThYeUVL-
zEmZathhLn`Mv(o(YJ!ukZa9>twLtTA73*!3l$q|RQOi>rg6S*Fh2cqYgc63dsA+Mh
z99jt^X9OVyIU11YP#jG!vya82woPrjX6u?_LQ<Hf+z5HaA(+lUac#n_r6ntHxdY5w
z6Oe?2NT)uPsJNyZ^4kv@uJV#+Ijc8^C8rryh2W*trp1p=kph`cx|ZQJ==5PB4J~x3
zGFFO|a;6wd4$F}qJ8Fo`b*lXv+O(}b<dYWCMgAk#rZRYiK93_?1&M%TC<+@0(l5|r
zIMm;90Hq7WX9t|XNGVF&I|8)tml8sob5T)B(x4PZI7!KUM=5pD<tXH&d&&TGR-J-M
zdW@809AJfKj*L}Q@G%@AC@N58N<Z%0>4mK9mfgTg@q~k+WCVrey=*$Qt61`rtw62K
zf>fQ92E|1~8>J~yhQKE$i_&iwupVXro@05wx0#sB%0Za5$QF;?1~lIDZkikv%4b5#
zQa#<YsC8OM1Su-Ua6t#Q-Eel`wRCo;prS%j+e^-g4krN)5rPTorq_@h0IVeGbdPfi
zStYpYWVFf)@*5hOb?`J3zNXO5NKqt`+MZIvjz^S|v81_8DZ(?UOC2&YKmhx`fC0Xc
z6M?Yw;hAQ6h_;%5e^K)!Xk|+8dxH^i14|nM3}2R!1e{3^3ViOH%IlVuVArO(9){&b
z2GguaQgKA8xadk~Pc2F*O)h(iA{thuw$z6g6ptc9O|$6hlr@?!FzCsf6|^^3iRH6b
zrnXY0vhhgMDUp)13Q#1nwGdF^Tx61_^()Dgx@spfxbi=E_m)teo1q|-k1+(OJjejF
zP)f9<B`QH}0NEdc4;59bR^+5ntJ6#OH3cY+p)tY{eOj^HKzWG{V?VYaGL#41_nc8}
zikcF#nQe+SEJy7UEvkUiZxGn)c;rdOttCJ(+Q`rp9%GU87U$`YM>M-d!K5LQgn$Xc
zK~Naqe%tzEKD;cEOr}xcN~u(2M}Z0yb-yZn*P4$GBzBNi^odfRS{aVZX-bQZy0jq)
z1gSs+#1ZHB+MVH#lGF(8+4JRdbC?xcYct|l)|0KFG#4bJ%x*pFayXZ1bQj}mD3?x)
z`&O{hn;_HBg(czV&%|Gi&k$ZIBs&uRxj$lA36Nf=^48K*^t(zkX;Cbisu1Cqa?NW|
zQJY(SQA?^(h{RU(w3u6AYl9h6%>F}D@*Qzu+LoHs=2poX?XN9kob8LA@iF$Ta(k8u
zsoH#ugBzU}>jlWpS5YN#Ib%bVg0v}4)#Iz%uBVt<edv?`%{{?^`+c<qBZ?5`M?X2s
z;wrQIcbj*t>xbFib?R-q6(X5wP*Uj`MIPRYQw4&QgrLlPNvS%JJ*H#Cl@`Ge+If=v
zWHj52U`URDmdBQI6CtDk0BB$(=F|S^!W57ja3#NuHRUW23e~nU4uDQaLIF?!_rgzb
zp~cqOLvaFC{6;!yu=<V8GhL}$mQe{w{n222`Ssh=1V)+@l_d!YIn+o2Bpe++swV?D
z&OHF%fbY{XpD~1GCrVVJGFwsV3VICS=uq852Pse~;cDbU@bgi){{Rv&FoD>l3<S1!
z2-^Vrr0xk2ns2ixu1D_n!lM9{I<%Yu9Z48zDoNQ+VbtX-LuUa(a1|qCG1qOk5JkQ*
zis?{SPG-<F{cUUQgcKS=*5GX@F6$#wKf-c1UQWp=-0L_>5>BsoIbT!haiJwEU-zd6
z_*1hDtaJ`3KJ&^M&Jsgi2wSK;2wZfAgON}Z4^S&%8?C1_>>gPf-2@dDT~R3e$wFIF
zRDfd@lB1M>8z3dkc?mrT8R`@|q$l3Sb}1^#!PMOA9zi^!4%%xS4kK}Yx&+TD+BtlU
z#lgYEDe6cKNegy4-6=>&G1RZ|Fp-2LX9aAHC~-Oat^~M~&nz*IG?lin7RsB*4<mdi
zXBtOkr9e1?vXPK*WoKAdMekXMZ`l+og~L~ztT7%NAi9Kuha8gPl$g+CGzc!slIu*i
z2wI&$I(V`RKg0JYJU39|-o7GhbnBw(Q$lqgmyrS|!d#?#$!WTKo?Er|QlOTk$(|uw
zj3}*{377kqRM#FuHz%119`>VRZNDMwfrcG?!hO*awMa^C4fK<t5Kk@fA2|)-PnjI^
zahd3g{f@C49&C%ww!+(n>|`lka;XtirXH=Sw4uPK!>m)IsSY9PgDOC2QbN7X{y_Li
zgErXk{{Tv7m^{fsBtfim8nzjkO+%qN6qaX4OD3YyTp2|+iXl>R+iu94Ezq>M#B;;N
z#r4g0-=INIvMdIg5o22PM~qcYh|oe=MQ&7b(3sFmZE2@6hG~qHjWOJCdBzIdbyl#w
zE)Y-;_<+g!^!WAs2HDS4E!%sj*&~1T9sYxsHmT`bWC$6S1=gz>kWN(GBmiJV`si>)
z&;E7Z+{dg`E=%I&sMqT9lC*~<x<q)46)8!HPlV7+ND!LTLvf-s(+S*^l@$`(@(TN?
zQ7SD>rc@+Cn+BvGW=u&AF(NC;bU513<7!Kds3>b~X;3*%ph@Aj<_$==T}G^hYQ|5`
zBxk+{d~cttb!b#yrc`~h3&p2`f=>Bu(4DkAjlz;h2eC=r1u7t#__il~Z?7v(fP8kh
zILD(3Co=305%#<*OPx(dg>l1Zvv2bXGi*kf#D%sJ+GV@tmf2gbB_7e|AynC_A#&P|
z>u8W+k2rZRd2)8F`xQ2xpG9?LG~121t|p&QWnj3&Qc%A!5oS2f95Ebq#Ha$eugGm4
zXk<BSe~FQpN*(fMlqb)Er!rIl(zh7Zg7Zhd2BaJ%#HT4ztaFt<AZbt0mCN35QvU$8
z{JNVJ6y&_>6E?AIFrtuy1rFs?DUsBW<8VC0NT)bGu9EXkx9soOW}$5uGNgYAI(1JY
z(@(A{R8lthka9VwP!TZ@6f_`hxVNn|^FsNo&>EThI*S&3&mos#FyzM@TMi(ot>>5s
zQrwQD5aJt4h<~6VY^%>hfyl0VP_6_;q}4UXoRt$Ukn)>M$jTro*%b1%Av2*Ut5y;N
zjr3S;SW4x$i$4ODJ8F`?ZgO&>u3~bgro!rokxW|ZRcn4Z*6YiZ8bFaM3_=u%Pq@-5
z6xAhdRT)WT$*xqbQq?TXW}_8OK&mk6UyUvr)WfNGC=|F<*hyu=PN1}ttn8$awJg|E
zZN4+4_>TI)1423JKM}4gA;r^>(#BAd01;vVkU_NTuAW9tFP6%;>9y#wrc<11TvtL$
z9%Q9j2>|GHXIoB$^=ZVV#GRCoc##wv9hOjq1OiAKU=i{^(|x+}OWq%RRadMUoLX((
z>urTO9y_&##tNp*WgqU-S%}tzw(3HPQ&NnOrjVs6N@WFP-p?rSt6!M$SQMAqMO{%7
zE=3@?msX}Uq?y$D4U)|IdV+$3tzpJdg-B(fQl-*b6xoFc<aRzsd}%h~ToRK!#{U3)
zaA!@m5Rj0Tf%QpA80;~yBl7&XKV63wV+sz(O10%DC<@q&4x_*0@!yAP9lfOqUXTtu
zjk;}(xA|ahdJTwJ(<sC?fTn;?T=mp)2KX870M2vMbHgzFSGE5D;g*|SY4_s6LR8>b
zQarFytelMG0yjS&&xY>I@cCc2eAZ>Y^YGhn2$7W9R<yK)fZI<>BibB}$Gl?3EAm=W
z$<m;fQq{W0wpx8SE$T@C9E^YtI_=OL4CD>C9C>>g?Epq;MMqMO5}a+edTr`GPX-KD
z+gzFwqoqrV66Zsf@KufSJN<U;^o(92>U_TB1-JWl`H&SVXnCu8+Jd&1UbrPQq!!^v
zQCF1}wJAQ+QIZi3G8A&Py`h&UM~q(-Jh<?qKwTl9W4k%MR)$=+>`0CUBA&~nrK;WE
zDYCEG6rqB+(7^qtRXRjg5gW~z&zSCKUiY6lF8ZD8eO4Z?Ty+KDhcMK55p^j|Q>hUW
zqQpvcU0PU;9Vk|kTyQw*opjF2CC?GE0oQZTe!mGb6`!a}ViG}KvB+CpudtcJ8O@8{
z>*p2HYj+b&#HB`CiKAO_(xp>rQB<N*k`|HelUzXpRYBy3o*^N>C4{uX7B)L@V#jHS
zd4l>9kmOJ?9Y?8gm4ZrrOKv4Z44*ke-2mI95a3Fi%6BSChA;pjM4hkz2Ys>g;LbEO
zw6W}iWMGw@lt@uI10Qe>gCy;f{{RTkN>Y#lKul>Lnb*{uW-Y?KNhI8oXIRtpu(p_X
zn33fmBWDzH7prgvH%c%_Nhdm#Fsx-D;GQ>mfanWnaz^OyfG`3u26}WjP&)u{PYJj(
z)DV=ulJX7#(z1sJ<Yfy1Kr61wLePK2f<Pf(6|otl%>MwbBqXVp90e<EC}l25Z(*S-
z(xm7sL!fF_8z3rNz}#6@9S)Z1^2B%!(tU*i*^LKE{{VR&Bgx!_07QoY8j{wKJhsk5
z=L#wEhrV9&+>o`%FDd61a^YFh??3<vDj`jP0#W7t)T9E2(h@i{nCO<G^o1>MI!ROH
z>QFt&&N>W$ld?c5NKXWgu&qkab++HUT>zwGI2#?px_hHJCt^U)3NL$u)?-jUHjZ<)
z408h{k`9ECsbe63bAUJZi5VbdbSGd5<CCh&lBV(y54tmzqzvw?V3Uu$tYGbf>ASKN
zq=Yz0N>rn(ZFyGeQi=QIkO?ZuzzGTo0B{j`AG}AroR4`qJM_UA3Q6n%11Ij44h1L+
zZzJV@($>}ivB809QE-G5m90ujQKV%>N;m^Z`^1tkHYA<SIOQQ;N=r<uQ9C~BPIVlQ
z-2w^y$_N7_Vb$eXDNA_jrvnWHANtbLuQ@>D$wG!aleP<_XU<T@kV9F|nh9&FAZ04|
zf$9$ZM_&DNu^-2VDO2~*bv%#U;KqswSKi1t8;!bSKA8M_{P@lRxaty;w@Q$a{v?gm
zNdOHQ9R}o#05Ay28O|Gn4-Y(i82G91-zg09vyptl<?JUGhT>Q1lo=DP8R}ZJA-Y}Z
zMl~x+sHYB)l)$XWQj(ycG_49-IPF%uMX))+LWpHXsmbLH-0d~SRHoixFR>amP{(Y7
zp!3O>Op5!BAqyy4nQ*Nh=N^Ok5%$~GtCW^)4q(oYQl?Cb+zE90+8C%(Uy9)J*BVqA
zh;}TP%SzOj8hy1kw5X+MBW@x;jN4zr)yaI>T+HN*D|*bXUy&|0FV0!gr83<Dro(Bb
zE=^+Bq9x#}RVq+*sMiH96Gn{=W3*?ZM2zFbF7chMq^jdRo#GrmpSu++Lk_Z%wKj*{
zq^e@A6w6%r8>#L;4&hNKDRn`?-R8$p!HZl!iqh4%N}EEKg`BBUn?ublg6c$gme+aS
zrT|bW8D&8+<A8ZhIHfkEr8<cjP#QqaGq}e=(CmLZdHX9lq0J~f<&{FR<yK(O<=FQ%
zGQC-a9pBk-Dbr+99+2GnnMbh15){)>v`Kj$Vr1z`PNBrLv%D7a0*gJmg*%qk`*H+_
zpGxa2%DX~~uc725$Gas~sgcVe32r%qPKsJUSwgisq9-M-VbW>T%3UdxOm>}3Weh^6
zzfhd*G7AC4yX3*9t^WXEgu!vetT7flECr~jBaVBuJRZNby`Qh(Dy5~NV~bLnXP>Tc
zRlP_FONn_jRN1NOTy4Z5ZJ}I2wB|@!lwhFjaH^_q5yUC0((}~|q;tGOY$LjD?+Hml
zpLC_h(6lK@Srp48SZY;@&1TZOIS)#|YuwbH${<oMS@Ty_rOk^XEmirUmTCV0vm}+a
z<wm7d@=)p^$5V=gwYVQK)gD^ghrT9xVb1&3*0y>5c-SJJ%GMC$H1g#|QY+M0b*a?$
zX_X7IBkOKb8m_*$Y(XrcO+_Is&1xHxnpBJM=6{E)Lz+@Ke(im7(+0%5<KApiSW`a3
zSExdU^k^~aiFKzG<S5QOWENZU%gaJqaYdy#g@Exin{l5GoZO{ciH?dKiwfb4;B^gY
z6BPl&Nb&=#N=($%(*)CkNO06Vk0|-21CHy5)I7yE52t-etEg=(BB}K-meWwQ<V%hQ
zbFB@RRutp~ttiZt0&<leYNC}6Jyh}v*=c>@Ww7RA*i@9Hxs@b@2tY6j;Hbobh-=_N
z+_gE4$+}zei-~&It5hvn5ToKeVALeWp9MZ+NlT?lr_~~*MJ{K|N{WFwBGWA{Sy~jP
zkf<~$32*?PIc%mw=WOot<;OGXqM~!(VZ~>CoVK%+jz>~uH4*3^+A8gGwy!l#srfCg
zQ*`L^A1)FUOloUQGEy{qJ8Y;DqN1yNx0?+{K-^#eRh^V^)DFK6opX$BnX4U9sCg+Q
zAUL2Bli`Wb0RjetOF)4bWh+TbEfN4(Z6!)En3x2TZ*#4Iy@vQvQz=bG4VI9Wv=Osm
zAP_Os05jMfzb*Jww#I$ncUDQj*ypZ6?a&P1gVP&uTM=s0kTi^aetj{y{I~DHlWvry
z1mIu*LHKppcl92fbHx;$hd-O|+lFI{EmW<vM$(8?yLPRT1VN0dJ!@2KT6@o;5wTjk
zg4ooqwpQ)pD~h63t7>bhR?**^_diHJpX9mk=Q^+RIMnU=?v-60`Zx{uWYfE-e(jgU
z)@<-D`^4m%EvQWWnb!6iumukwM$kmv8K-#m>J4(N7oL$a3@i%wjo^r;$;^dNdM<p!
z7sXitSF-PPl+D^t<;lM9ZccN$?iccUIeQQI>&FbSF+v1yjF9<OeUC>9xW9c2wp#JC
zf*7)I;w&QPZ5)s^e2|Q+&zd5(hQU0!_|Q?nc2HJ|n#UiHM)@JvH?y4n>Sfx7^>S}i
z+r7k)e#pCjoHY=DSjK)DOv)vq#8ISRVUD>tTBXR~65dWI$)9`F_?)f4v!s&`j}ZiH
z`ZC@W{i&>SzIpa_{e`zy8qv9h1T$4xRdcQ0xcuwyj|!9l09Rv7o^9`~#(n6;;eZ0{
z$%7lqKZftJ-2u^6`#O}~w(o68M3t@l?4EaRDl2%~rI2#1V+KH@(WzNDefqDLm7-1?
zT>GnbOjU?P14RX>F3&Dsm!?FsU|tFlYrY3;-~Vmv#T4LH6iba^%DR$a(}I<)o#Sb>
ze$HXvZIdTB0WbMa<pZkbf9}mMN;DbBc{<EwT*K5-G2c8MAt_bh1Mt+2X|aqn=F7f~
zDvP<d-D?@^DCEQ)Z3tBZl_3q^N|96W?&G6@3Rc;LyWW`XH=vSQqO`fBqPSr+`Je?*
z%3UDEP{s0^MG-%MG)$zdf16WA=F<7*85e$2&rhU@&PcBUGu*BPko-;Du$4o9(cFIw
zl`0fE9Z3frTFj|hXS|+W{j_O-99=|Eojv8EH$pj4t9;kypFHTT)N8FjBwU_6)6rLr
zBU7-gebe;9_oyJ8<nGbs8^0$@x{pfp8NY|{tY(qF_fb0A>j4>FHX$rji}8%hY9+A&
zpZ>n`DK|8aYlFg|@12E(p?dh2t>%=D9t}feKw_O>rGwsS5_2T>vMDS37KZ)P`PcJv
z0l|{WjdzZu%ePS-XbY%vqEz3zE=3NuEzw5VZc{!Xwl3bip(o!Mo}%@BZgsxs?tZFk
z@eLKfqY&ou+6sjWDEEhp*zSuJ#T^I}evK!y2}^C9W&K;G02huVq}9q-NUW9;LuAsZ
zO$aOcUObde2+zoF=`2Z$t0Wq@Fr~&Kw}MDqvU^_d?Bgq|c1>@1@c8$%n7buaBk6P*
z_$UJ4#`Ce&DwDB_cil~{)-$<EKVKj0`6@GsS=uy!1XI%WcQQE_%%yE&O(z0)!=7mF
z0+-XDyis|-epFBsQk%3RkZ<Af93GhOkw{);rI@y+)9q_(NGi<qokU&WEJ)!8z2AiD
zmhYn@<3<bbpwBi>KLULl_3~HD#%!OBTBL9{){09%8fCce0FjasLAes+RH<BIj5Sys
zQ+*0haeKEkOI`kSqFtlPS8_Y-@}54iyZ(Cg?(1-cVB1qg<?MK4bo<r^gfejMBlx&X
z2VZ|PoN@Jk051=vMxHO#pNz>q-<#-!*-Xo8o2(hFFx0ib{9TAn9O~b>|Lh@u<1zkv
zeE$P@1XlJqltOpdKyt*c>TB_Va>PBWFL6R_vDm>^6MJmW_YTcJXT=EvP^mwVzb{+T
zBqd3rScXY0WdIRH%i86mcg;Ey>(xxV<Y9C>0+P6zTM@Q+*{HZ(PQ2x)r1HVWH)O}Q
zOTwr3yZN*GwZHfih)`W&VA#xLFd?U$b4dpzM~G$MF&Ue<^|94;IGU9{pQn;gredaN
zm8;?=MCYBiejid<XJt@W9n`#5(bCXSX5cY_r8IQ=0NBiACVkoX&=G9bd5l;1%hux5
zzK=QCi!nyq<@?IBUX^7CkkON@xAqF9I~kqD=85q}dYs=hZ>>;rM?|Qv*(MGwY|T56
z#l}!Qw0SlHTxuBKv-y1XOj1}iJ?|S1Bxi~DXBe#dq&&jP@;Yg>Z^!EUXNNNehZJx$
ztgLVKzmm7N!-51XtcuJ%)o$x#@z8%2^w2Dp&5C8aMXxd~)sgm1B*45om(lF0_31M*
z*>)%O>3YS2)|+o%xF2(h=lj<!LBoVf-RoJ>ur-O5v?w7%ciSY=2#(EGT`!N<rUb!y
zF^<8oZQ_Ye)Uw?SV9Ly;Yd!Si{6`1%)N4FLsd)VqzM#YXKtZGcaYzF7!um61FR_!A
zAgwiDJ-^c`CNF}nK-3Hyr8q{_;CJfboB0`44x&q-3HN&vsdnaFD$cDsPs)C&rjNe>
zaqFd~-i3ohSNT7vg1+3V`wXCd42-2OE&gy&{>Inf{j*1bx_M`NHM)WDypU@k5Mf6=
z{}vZ!3+^RE+kk;6-~S&V*d(a?Gsaet=dQ=w4eSo)oyXht<~*>?tE~oIRaf=iJ=kZj
z_hHL`H^#Zr8=kt)_~pyw23cE|F#5RUWfTao41fx`^70C>V8=sDOBzE(g$-slAMeUG
zuiix~%$1oE^!fk-`+%K>={~OvxiaoLkOfk7a_pv@o0p4>oRotxfB7werB9~*E#j*E
zls*pEM_AY1P6mZ2Ln^6Jx)AmhN`l3hHBUt`oJ^@6uY4%^9Ind2WNsJxrQispvpaXj
z!Q?D?YVkdlNmfwvGPUm>)bOF4VU*Q30SoJK>;eaOJ#A%OaQ58xoJZNA{+Cod)zj~{
z&KSx;LQ}8(Qhs|IX+dEnB&7vyFD`~co`I$9n%2Qbw3!ADpT=nT)HYo^{s*8A>f~%a
ztbuQ;RYL?b!r5LI-P~9Z6jX7nvwJH3^oH(Q^zqLbVul|cG2J7df#=%E8fp)>4ft{K
zkO(TF;@?P$u-n2G-IC`|M<tgr%_Y+OZW%<ymGl^SxjHE-E#P<yt45dH##1=}?I|lo
z2D=psT}18-kO_7aMxo{x!Di>W>5yrBpBOGtx*ii+Q}0I@8MT&Slt3tFu)&-=xM9c~
zK7~@DliRJOrRgXu@WFq{>AvBbeqSrxA6GL%GPz-R)b(JB3*1D3>qP(twOMN*H!9%<
z8h?)m)$~qOBkA8s+EBjd!qEg{H}^LV_5<KSl2gr4B1>mhKx{P?=aMq4E?q-LjkfZf
zn#z{2n8YlMCG9YoH<H8!wrF(W3|K7~cue{8=ju<h?qW(4%wgV(v_f@_N@`xb8dGxN
zr~P(hm77+zB+Z#6(e~YzoXo7?XAy7d{pCArBo9yQ@J503>dAQ;w=0hl-Z0J(@64_I
zqCJo$@1>Fr3qD{^<)s#IKQ#s!uZ8J?dC0DSN($2-K!iF*_}ma&GLfon-%?7CWO(YW
zrdqirtO0~@7?@=mFuYw<N80)gYOv8Re!O3bBW2s`e(0H<aIje(z+*uE<;8?tZ&VI}
zq-;iSV|wr%9=BzX#z(5Z^PAU6XjE&eU04h~E+8>6%$4hun3(vcjr$o-PR;y}*{?4?
zoI7$#ovIuHh}q>L+<IQ>8=t?6<_R@iAKXtQzBI@4(yn>x&}2FNrgHeMysWkXmQe~9
z6Krq8zLUb5XG>!MLupQk;5r1Kjs<=h)@ta9JVZZU+o%~ZHQP<16O5?jc+9Kju2$U7
zw;a$fA|%<1um3)Ue!Lp#hmQg*x~ik7!@^7uPpu0XHriauL%d~>M!Z7S!JPG@%WI^O
z(Gi59k5V!Qt%cGO3T09ji2Kf9(qqEFqOa*>Jx)OXdvSAw!7r~bcm(`XUq_3dN_ki#
z+U<A$(H_~C{bgI+vtZW$0j6uFo4%LaxGfNQyIK?w{9UO-lzM&!-OR!(i>2SDlzBU!
zU~%;N6rqhrmD<_q_o#^D;JA2Ir-buRfy<sODuu-A1tCzxp=@WsCHq9&7zQ!A?B~!m
ztTi_6c(U?C2-wztQc{xltFV_jCCicde*m?iBl0v8BKJCIKxCX+FZ9ewnJQdHZC$O>
z+t4P>%n3hEK*eL$P8hr-Nn&To>@WCGeIcU35>0tO??@?gz0LJ`Gl2@Ad0-OOM^zd(
z+;_9dVH^B}=RGoD-q2e}N?2Oh;RIdnN}LlU4hgan7)KeJ?%lejz~O?NRcZ@a!9P4<
z&dQR!`6T2|2#sI<#>t;!s`p8PUj0Xx5sz1+zZ5sieoYIrfb8H5-T_f_R`hog+rcIv
zldA`V2Q>V)7TNV>B*Ss^@*!K9KI39SaX*6(n4H1cC%ElLf}u+uca!r3)Lu~W?<t8a
zkoP_P`K`V~z$x}qS1}GH36aM$L17~?pFHGa=Rl42U%nEuiyOil%M*%IA-CV+8`Mg`
zDY=J5*{eR6>?SEA>Wb>iruQYz^Uz}^(oOivBri-~d+jH5y&y=50ZAi-dtw@-9QOhF
z)L~0Af!tJQ<t|SCtcFx#Ae;Sqe=V`${f>@BdwmfUC~gLeq>V+MQ;qmfU=J^1!Ib0R
zKjt7&H7Q*&KbR|?SozD(SJ8r)z10Sq@DLY!BvhvikQy+2%Bw~vR(Z1rr$m)v<WaRM
zxGivL($sjRywbe4UA-;3mZ2`;^ig!`=>>oIkRDVOt_XEUYugZznNsV_$uERanl83L
zqx<Y_N}15P1~oZI0mwd0mMAZrOXy1aT9jP_7pEn9+8}Iwg(yJ|(uPtMd_q^V-JvA<
zbNQXai_0qprXF8uv5I_2F_Y9WW9gcAzY(6)=4euHsGg<7=M?CBcDE2O&m6FuQqJ$+
zRo89(IvsSU^9OzkOVzllfMe_t{Uc4=eW^d(P~tyrp;ARX>jZ+_=-B7&BFqCX7=XIH
z667ym#MvsMU#Yq8HEKuNmonC1)pX^25CVzM|Ezj5lF}RPb7yexgbs1yK-G7}pv-Vx
zF-SX@KrHy+p;k_yt(5#9AZ>v8>Fzp(MkC|ZG<alE1lFhHLZ=2INeD0~S9y|W`fB!n
zfXBD)4~c%lam#_j7-%I<wh&_ThXjSd2}z=4^Vl!1Jc>#0jTKjeK?n&o_LWcNDl$e|
zJ^}dq_wkj?BT`Qu^*CRR6Kxm5P~IN^4BpRk$NoFl6VZ8gln#b2Fk2-l5rw_P0+_@w
z-1uB5QrXm0Sy(HcQB<_rR|#7!IEJ8te>TL#3!tgg8uVaR@<gHBx(d+CPWrJN&QoX_
zlOcYln8l(P)k}y4U<+9}8@`b<S;vB}wc<HC1l`40o4zdBK62dqF|aop9r=bLQ22(z
z4G?hcII_XN|03vEzMgws9O6QS+v<?Rt=aDc&PN}4?g-nfZv&*+UU%S7{G*48U5w*)
z=#5Ob^0P1IfjS8!3Whl_r^g~*E?0q4LY#}Y#c<~e5pX8#Ctph(r~OhENCRQ6Ko|s%
zT*;X$&7uqduYr70rO*E>nyJ7il_OD0VeLL0rC!d)y|cp;*dY?rp&SF?q-5ETQZi-n
z(9nosJrm$(o&`CW={?CTmNvwp_?T!^Ib%C-KBncEU<~<^SP8?#JAq}~_p`kR?PaMI
zE<pzn(mi%U94WX{5NZg6I`pm2{e8^2g1Z~K)HtwZe>92OkMJe8?{zAMYis)^X(w*h
z#tYcQ>;8hJM`fijf)uA}yC$&l+_qw>e*z<w0?)3?ofAHC=9+z~nib3SzOs24IA>{u
z^%-=Qtw<enQtlY=4if6^s+Sy#mNy}qzwkmUJiO{(|5i6DZ9-OYALk2|dJ#6=Fz>S9
zTWilRWwr0}V#^@9)U>FYWB(yhbz_$Ft=cqGvu#=OUbsBAAy?T4n&f6!cihqVlO<#1
zwHOnC@{vS~c=58=qvLm<o1_gre$dAtuG>A1Y~fd`AHdL7YialU#L)402xI9S-%6-7
zcw6TxlHCnob(<MruY>hT)|@L>C68ohR=RVC6d~oHH+Y)4t~%9^54;l3p)bDOP1yt0
zt+jfjJq>+xp=sUJSH&Ez4ta$xNl!B4K45yJ15Pm4vV9ewU8OduAJ(o={XamYu=|GX
z>qeW)o?m+p>g^WjET=uQ?d#_%=O0>9|J(RZLWXROQyTsaY}_wzU@-CcxS&SUJ;j?X
z>n+BOX1f;Q#V-PNNwT0i>U)|_@mUXL;e}}~ZlO11H_i8?yC%kvh94x)ec_OGE5n%f
z=g~jFgK@3Idbf}VfjuY|4?PKSlf>`ZqAXEtl5Je34{RK;?{x&kLkL{Osish|2d24@
zhse}ewAfLcS#j`9h!RAh74@<kA0O~KO^9gJ02k;@5=x}zsrXV^f^9|VHa3mBU40~M
z`MSFB`Echm!f5fyGx~x7wDHkhe`ammHO(QFV%~EbmEflneIMhsSu3HHUpX?v^J)X4
zqirw!q64;+TdG&Lek<Ro`468fE%K)2G~SX=4{nyqXNEv9)+8QX4ExXOpjO<mMU^B&
z3NxqO+icgw;RQ=*UmuMVJ)jQ|P(vAKS8j3_Yiq4(CEzgHqwxLkgH9UtGq-r?R%Z_o
zn?cfZqJcJJz*8~~`ZpOcMQ2IQLNxo@E39<C|5<DPqrev?04K+4F*G}uBRAR01qA=u
z{<}-HGvZNT%a1y)ysc?lV^w7j91fO@=-z2yK+T}@K}qgH5i$>)2}ZS2!!H|DHwJy;
zqyvLuO}QDLai3a@P%-s$&iou`6XVxgjp_j1ZrPidpp81c_;ZjY^Y!&@+vm6;D}Oh`
zCxqrcH6kQ~G?GUz;9S|TZ9?(JrlS}9Wvmr`4z@by4YEz!#?_J=l2~9%S^;9IMXcQ0
zIl_c;VR8R@29T~&#O%1h0B`z?h=NkcEj2*#C~a=TN7m0#lnxr=Y9qZ5Kp#}(szO_Y
zJ>Gj8U8wf!uw3=#ZK?Lz5D~@f>jRTsdkfY13sJ80hnVqYi}aw1a=sQ)U*dU?OPT8}
z3u8kY3?6Ad3I9{(<ABP-Jy^-u_K72ddoE)*N9G+v@;UYl1FCI>5drO#Q%s8m&V=R$
z!d%!M?`5%Gb#Px+Rjj^3YKZ$UYt19~<UlC?n3%VhfrFIz2n{qGc%s9WvZtD@{(I5k
zcM*>UyVP5?@a4uusPgb~#^zt2J1Yqb*o(8nC;VhaEHGP)Bvr&yfSldWDG~&6+qy!M
z)G^u^L!Tr`$u{R(gadfxB%WaCHJi<6HeQr&Vb&m?S3zh<;?T(ko+?6zE~bP#;&m&t
zdO8XAVfP+Am<k0@#S#)@L5UD&F^W@$gW_Y?5|lK$HxxJdT@rHdrLAohtNM9#tLDEq
z3sN7uQsO7vZ|uQ6^JWLAlnvoXIv^hehnhqFf7OWy&O5nXdc-)hwmj_&M5Xs^4eKYb
zXvkq6P;>=^c7JBTK?e8?=0txE{(V<=?ra%2DuCDC`NQHCqM4FJ%~tK((dNmxbZg1B
zHtOns07>RRxdG+|soQNbh8aaWD;|?N@%E2q!qQOO+KiaKX+eCF6cUB8Y8Qh75#nZ;
zW*i|F2sHpu;gNlN!x{Pb^+<f%>tZp+=>m&}cvG$<_Xm{7>eH$kb)%f9nW;b&qcP=o
zsU|IFdQVu|i>kE`^T6KdCB{Ca6mF{X_qF8hah>9%jSYHH@=oKKDTVfNrEtMH4X|e{
z7i!HVT2_NFe`i9NFg!)#YA6Bz^x1~nJ@HYQkk(IU@$1h`a`23zuJ};pz0#3|tf}T*
zg964dKG+o2CMTEk-!WKP38_pqS5_B@Gob3%c+Hu8iI?q+{Jq=+F!?lVbg#l`GVQ0x
z0{bBDVte{$21}-rk!i(5642jyo<QgtB%Ow&P=5*zXW*y@_c1WUX^#iD<ePd;W&isX
z+gVPsJ=_c-nY7d#5}WsSXdbRtvVbb0X^XSeeu4FszOyg*1hkrVS`dWk&{EEA<wE%O
zIx0~xI_U5>-x~E}x!bcsBl2o{PX?l{E|vOA_epL^WlE<misFwXPFxgX<%n<BsVt)4
zV?S4Q{REw*;P-@5a6j)8^W;S3EVq&X-0NA?tHIO;&%b4NSZ;L?6u8SWQJe=)t8aS5
zK@tA0OO<l3h`*{uN0AJu^)@7(_*|g`Q$YBOpO}oZ8aZt)(F^%E8nx5{2xU?6aG<%*
zZNJNJb{ZNMDeM-Rs#lk11Iw;a=h$~sXS*TLUJn}k>Ni`Y?^B9Os@j<1bRyh1_OV6k
zF3N2LG0dE$#5Xno_V?9_R2mx|iTSnY^F*|1b#*XOm@{i9%!#%pg@c}2kRMOA%b7#!
zJ-{#F(DWAplHKf+^I@*8Up}h32kb`v?M<$@-|*4!DcXKQFNK#R^F5dEbnHJ%4apC+
zbOQkaTT;x}t`mV!b6*j-cJk@Dv7QIQwmPI{jin>j>g2Glg3rB@v~cYcqglVGAXA-@
z*KhtzX49%ZpB5G|=aDqk(t_RaFfw?emf>nS+MMRImpX#nD7S8py(ghfC=Tb)Pe&RN
zkrqTG6vBb#L}0z(A#JMhdgZQi7CP~XSzbaMdfatzS`Nlnwy%d3m3EE?C!;M83M5X6
zmYp9vnNwHwFB&lSqUq4IF)Eg*L=`MXkM<q(_@d=Mei7lX5f;I>8oE?M(<uFkzAnd?
z^CG6=M}}!ejd#%nANWZkOam~zB(o4gf63`RTw1`VkdHDiiJOpve#+YJ-7lTxw(PR8
zAa);8PV(5IlhOmeG1atDaB#0qD&S9LTDLeX&_!cL3D^xO5;4PT;n*;QA==o)r|c&j
z7U&b|KG&3+7^1K?(hP+U<i_j7{i1bB_#qe~DVEVz*?UJ>KeCU(-k3wMk5?RnsT$FG
zm5|k3s5|}aj))ra_L$JuWd42|OgLRnaO-^NZRMqiA3WfM$KKM4tOX}F-jDEogukEX
zSK4H|QWM~<`8*VrgAfBHQ|NT95f#b;KvPYMhH<X-&qC4$0Y%^!1+$SvP<Z~Q^w_)a
zI{}q%yKnbg6flLj+feXbunGaK{{ff;D9^`|G#yNK^TsoJ9uEgo)u>Cw4thkUv=Z}v
zLtCAjGJS^~80obMH|n{2_`)V-$X}3i@9mw%?H{W&ZyC@dSuNj?=_a_JGr3V`XXa?C
z(vW#8ZZc`*qEQ(6#~*@B{5M-su&3de5DQ!ux4UDxC04SNwGW8|?mBg>-d*_XiU_cO
zAuW09?w4_j(-2D$fDi#iXLQ;qmG3|e;MehXmD?YQDxBVW54lrK2P`vXzIGI3hdV_~
zw&m8fVCK+)f$rMzRWY6)E7a3gUzMqglvnno!Amv7Q#i!c(wHQ$Z13Pu{Dsr7kYt@8
zC6!vD=zxiy5HUD}V*2tgtLG-cgyL0y3HV1_E6|WilS`R@ZFi`hkD3i;5Up>9QPQQf
zeVolvyx~2!n5WU2iAwK&o4|ykMp6hbo7E)5y=>{6NS=_)oVQ>9T$DC0Z+cY42;H^y
zcb1`$t{9nha3;pOeBe=)e%}632xq+f`;)8Gti0*83O0(;$K~qk?$XHdxu9Psw`9s^
zKR9X(sUoIq!yU>eW^H5H4A#DT<95ovseke%s_OxY$`NKp;*YhNQK=+e5Z%S#Y!KWM
zhQeqTVxe!OMwZx|XZ{aR#S%`JCQ<&8%+R#)J$!rX-DsWAhx<K2$Ka^Yn>2q<*BFeG
zGy}<-W#z9ja;d3SJ2#$<2pob@QXOVxqYuoMeFp(7)Q@-ON*zm_guroGQ7+NeG687w
zX(?d}Z`eS)gFP_fpp)(3jfoUdoPv6K);M%_S1N8dfE+Kb$GA_M*g-!?7Kpw(@;Be%
zzs}nG_pGFN(q{$n#{m?cz|cqvy<l)Ybj}-eKY6`Balq=bkS%JSQvYsvFU+hBq|Kqh
zglX+HFQEasVu_U?3n%?nCu>GXPR#ru^923J?2tL00f;=h%3M_XrDMb7Xo4P5&Y*1)
zSN=LH`=Y>fCh~lC#akXO?oX0<)bl$9^N_XESFQ(}t7Ti-Dy)owT0Ddcci&;f8pjr1
zOHaoX+wznR8=8uEc@Z1t-Y-1C2%GaY*XK5be$do`e5@14nr%5K&d*e>)Q)=T+H!Z*
zN<2(Mn+-}nwB51jX5(4*fN=mn#s@XSRF3BU2cY`ry=1Ze^eG2q6S<`IgY#1VhdhCI
zuHc5o5;Hct;M05RNQa|1m=S4ZI#b6NF!14TtNCv<J)<a$;U-%`+4(l#YJ9c#`zNZM
zd@6iX(O}sOmdJ3<0qsv;QW_(+_uk$$i2dfQ!vE~=Wzf)j<Vor*aJl4-OZa+$PA9}6
z<fr^zQ`xDFLC>Sp{n|p?Ix<1g+0+}eE^(<_$9|`?S9{v1WIId#_C@<;T6?v4Uv{>A
zCQ}dN+{<?dPspibm{xt@n99l;PxlMg`#SQg+c{Z<4DZlyQg4T&(E8EVt11i>ed_8&
z>KuVfSmd!x>3DQkb5fTOoivN_RNmIkkDo)N<BbWgl^@>(ZNN5}`t~h`u4ixl!(`IV
zR<;=FmUoov*@Jf@MC{RMkr8n(_dJbSQ^T|@Q$M*}RMpH*v*+m(vz@sfH!EkYIL^vf
z{1EH!tgVAmWwb;_9WC$}WrCJ=i|+|jo2yxvOx;TzW1Z7R6T(T4mJR&W<8x(yx@Bxd
z-ln`MfvS(WpqK5N?~m~x*PpgCYr$T75}@)v0~7ZPMPNAILuF&R2bH>s)O$N@a8no@
zlsMJQMGyQ<2q>a?p;*J{wZp{d?AH$V6<lk7+rUC{NHZr&<t#S9%G6mlawcC1w<}yA
z!iZkt*rB9y8w>6tqE<o@M9j@cOWkz1ids8awALa?vgdN4cUw@oPe(u5R$o;qk)_hD
zsOBicfBI9jh>HCrn@^AgKJSfHwbK6pTOwaOBgvJf65NY~c8l`<Vpg+VMc!<exs6em
zvQZazl|bjwkZ!C#?&sP#t0n*-Ll0P_nqf!Nw9e{2)2#U*caf;nY06RU;GTPXRJw}*
z)dRGXSZnGP8?03@T{2Dve8T}nys{tW2Qx`bC<}IXmW*u|gTZv6Z&<3@yD~@KMovcF
z*pCj0eTV_foJ~=lY4*$-Wz$-Xa!vmc+L^Rw_-f~yyN<3@P5Jf!*jmfTIx~N3EQq8l
zDTlXM<JU<Y8xAnBOh2d&wetS8n{cgTYu>w^sfZ-A%e_-`0y7HL>Fx3}-`Qil`i8l#
zUIzp;+`H%cIG!%)Z5NaeB-QhZn#GSgI48@sEs4puu(gsHHdlUk5Wrb2$GTzcm#jGI
z5eYfy*wA3N@4OtL+e>YF;uKdx8Ki}~{)z00$kl%Z0Tukdrz8HxJ8wG&tjq^I@yfLs
zoD$r(5~)^Znw5{WyhV;Li^A`8+^YA@8zP;qBS-t}eG3iUa=wH6Xs>Z+l&G@(Q2Tas
z7lqe^P`y(Rj2i#NXZbI;+~DgqwH;o!FR2({zd+I1`DJu<^`IKpJC3f(3=X6~c;@gb
zxpN^U+&<S|t(RA<*5gtkY;Je(#hKLXmXSZ0+>wzHZ}6s{U+Vb~P^yt+P-~9Q!FiZ(
z4Iv>Bl@YpPNCr__pTIjS?mBoM?wnor)xE^gb@h8p)JyTV{JMT#6x>85iVma*QV}Xa
zcMs=Ll;$RNy)ST)ZAI)n8!97EZi{q?ar<v$?0Gi%EEmgIr%_i0ekd^aT{_A4I!m=s
zwO~j``75(Va)qWvLEMp7$+~QwSF>q%?)8!0;)0|by4ArMLK#^CdmW9xqF>*y@1?dQ
z%|Sk3K-8wIB|nP{5$Jv~FNjhi>@x~PsCHsty=8~^$ALVN0Y&LMZ{KJF3KMHt8j!vV
zG6k4_Fqn#bAdHcM{5D(JEQ(ZfWuSyIdjsJ*$rrATUkd*j+#T8KpKSkSGW7d9yF)3<
z?_CCTFU(z;A?o+v(usg~KXzswv_<XvO*rNkiF4G@7;n$}(@hE%pTPjX)G`is<}Q1V
zS-oy%{W+yfo$uH#XFMJ~%6i9My)~R}6|n5*`0RM+*ZN(PciU-wu?!>A)Vx}>k;4%o
z%iH94cK^@@(&dE<M9MqC{SG^YhloXI=90b#D{-xgH(v4w4F(Rp$`Jg$TwQ(@Wx#GC
zYGYL5xwQ0e|Bkn!V(=`TT&|L*nYa+EggazgjT#{;nyehyvED6gFh|3iOZXO6xnIq}
zUK{&IZ;Cod1moe*89Bs(xf-+<Q<+n5n~IY9S{Lbwps7X|j&N2rFB)wpGptU1sji-W
z=h%3u`OCv7-)+o#d{cQpspM}7rpQWbl=d3<N5-Mj2ur4yknw|Ixu9Q^Aoj<<A_M@%
zp#l}njn|8IEiT(hovWYfA^j#;1kbHb7w)Oq3YO^^jtgMB`e<n8F8?X7nNlvMN|y|g
zER-q8vyFZ%<!FlxSnw&u?YxbOC@S*r%ov69?lV*w9E1BQE!blKy5xzM>CI?su`>=r
z5zP06;6Llt1;Mb!A6x4Q&wG1+q(uZyB~3}YEVVt{d?0s_ZX&(->Sj%qee{3r8)|;h
z<kuFY;4u0Y;L=NlT{{og3CjU@^^H15yasC7Dk=15oo?qrZA80x{Q_v&M<HIvjIbB=
zYd=}EEr+!I8Sd3~NOX&JtCo5@aF;IT;AhNJb`GAv?vp7SQinKq&$aL8+2b#m%6-k@
zGi!+Q2S#`J72jK+c7Cje*M+OtxgovSXLl^(nJjbO7wJ4O#K@C|>cli9NriG!Z_-wM
zZHwqSx&MBl@YoIY1J#A^Av)y{OhrA+ToHf%)nAqTla37i^R)U;(2vd!H(bdz7LAq`
z-Gggeb@UYNi-YmdK9?`KY2rq?b=iy+@k`!Zcs<vH+po=hgIEkm`l(f5uP?B>Nsg}~
z-kT&I@ye>G7}fl#`gT{yJNml!!u{LWe_p6sD}joI1GU51PG5w@I4$ZL{WEl$e)au>
z)lbG+#9QWOyN4t5ZP#GWLK~LyUf=%DT^>7QlY<4uf5v?jDOsN5G<~`+|DJEofVm3T
z{I184gD~Bue>J$Y^!tg1n6{0b7%~8k0j(kC36kZ8I+mH*66T&5JR7%Zyf&P7^4h2C
z#jH=_Zot4c^O$TPDs`Mmzs$Y8Z0X|Z+SdF<=Z!=HN7a&7n*vV-Fo04*$_23>@rj##
zVaOL>75Cc<fj++WEOdqsjVf-i4M}%(R@IikeA9J@YccUbVij3R1Z;?WLXvQyO1E9a
z=xRqqk!$tI#(d8V1q!R2*p)=hom5G=Zo6>jQZtIWFbW+H1~Cj?7ws-c`50);{jipO
z7gMKjEA!p`6U+a$A7YFgeF9+q&l3WdV8X^VAl9LPL_AGB?rvH;60BpvaJ4w`I942*
z9&2*kQ}l|0gb9lIbUd<swXtwOUH`<Y*Y}_8z0FMYUdFbh(87*-UzHv1Q((4r&&NPB
zFW=F&&DkP*2Ub;*f%$BPcv+NW>)+Lk6{nkG?61fNiksKdU%V*5b$?tl=zn)h9ckEE
zleZN&#b(rB7kKOV-G3rg<aT=B2@$A^<+CU&(H2xX<=}m8kNhO}vTG7nnAP%rB&s#W
zCFN<)htT5n>-`o5z3Y`rq5fqnz0Ymu#!VE&xkp26-Z&YR%UdUj&%U!uf8JJEh08US
zm{PdLpUKpudOxprXv^f&Ae+ES4k>8(3sLcY>o?@L&*Vq)o(65O_79YGiOd^0-d0~p
zH`_(~TUb<H)n;4N`q$ZI4cQf7<(Z7`XR~!bu;xzk@QTkBD%4JL$Dy2U;*CD!Fv!Tb
z+xpD-|0I*7G)(a+OwKbD*&yR|;SFJGdTa4QIyot;I1>uQ1XeSJ52vCSJT7Jb+y%j7
zI#lkX@iOZN0`c~;LmAgP(M?LQkp~R^GbNMB{TC!m?6PQb6&?qoA9RwDQQ9G^VNcY8
z*R=!RRPEM(;fYA6xuAHMqp2Bh{BlW3@8u|dMH-Tawq*6hs=58BrAX?MwRL7|{s)kX
zZ{JK3J3r`9`5Vz-yuZu+%zEnC)ec(p)eJQf9oMnUdU2-lPo3HhfVbjG*e%ZevDy*C
zRTTN;{@5cX3<?2<sZ491Z*OM}3KZpceF<lMCm4Qt@^@!&95Hjcd7JCUWyM2!p`0uB
z`PGJh%2H|KO+cG+OK~&6V(JM|4$wdRK{YNG$a^|^4lnHWqZOUF12*1ta^||JNE<9l
z#g#~)${~aO0|*&h=P&_}U&p(5X-4!E*p$=+Hw6BAto@0R=6cN}qGOb$mCf0Zbb7)2
zBw*-*(uOq??7o@3m2h^r)bBvTNj=Y#ZCmzEw<u#AcE|+DZv&vBzh45;IN7;b#RY)o
zWSW&!&+cMK^^4GAxwT5o<qQ&&ZYKQs>&bF2iq}4>SX&xUrbLt2YL->zN<o3$9*M&$
zApz9DQ^48LPR`Ho^5n$Bl>BUwd9q~qP7=FHH&eW*DyA-Gj@|L~*NMW@DH}ViPTgzo
z6@{}##>0;{0#h8T^PE0jZYkOjQ!Sae)}&s^>f2dV*@jgcRf`dcs?Dj@b}iiwU<_a5
z7eWP6waQlE`D?^tu|z0%kZR>-2-HPbW$b6)a$1UU>?7{oBq}ZVNn-<Yk)&g%4=m+-
zmHFmvQ4%QoNKJ&6hkV32$QiWsKD-#EG&V}Z;PX#qRrDPT%hO7dQ)&|0nL$e@ZkIk0
z=a=>Y$!GbwLnjB~HnG83f?{&R>+}+C-x&(epSZAmFD0WAr}uz%#~76zNaikIDV5GP
z^-|mX`mXbJd_@Hn=-eK@wN4j4O%YE)>+%YLh75Out-w_h8u1i5Qq<>RJ3elw<tZgo
zrdRJ?&-|KF%^coXJ669Yp0$X1GxTePv$T9Mp8je&CLj2@r!YYSL7RCuk?lpXRFt4N
zKg2N1kAu4@179=9@Il~K>7%7<;oGte42KfZOe6}#amHIxDs95jfySb$sD^w?idF6r
z8`<jjQEFJF6j9-?pri`VZnT*6@J{^V)|*>T$0O_sq$>EC&#iKFK!t4MJ<E>efZGyC
ziEw7_-#itDNdxjj89%V>iz;-{lWt+YGOvw?=QApaE@vIH2@8S1Q3j!mBp;J&LCD%p
zv-HWTx#Eb9zo4M49(s$M1s{$|Ukgm-=H`#gA^i4}BnhoWS|I1T86GHSqM0x)umT^R
zn;r0p7(iuQ<G{pm0cBvHzxg#Ye`-gzd!dbMCUaC>52Y41Cvcl7p94_iMIj4>PM%gI
z)X>Zf7WjB$_r~y`KmE0g$CL(?=s)Xey%TiA@)eoFUx_?yOyK<mIo7xx(HCu7Qs#89
z(5PwPTjajsX7l$~!l+h@l03h_IireU*HQNl`R^&8W^vjfyTx0rv8iQW#I7da9>qaK
zqC=@neP$ShHIe@mcX20y)i!9)_7-lYeI0lj7u2?-C{)ZaIJug4s7w^hIMs-b*gV+l
zoIAE&QyEj%K#cP3Ju6(*e6evO{#V2Z!_AU_W(}q3pGR3#J)scREVUSx%O^4wec^U|
z0<7EQZ~9#lQIsb?jP_EAW^0celkel7M?wO)=|J`PfH@Aeui=+JT1F~JqlY~*OK3JK
zvr$08Oeo~pamMKi%XZv+NNQcruX0;yqa>>F1AQsQwDu6G=fRKNmHDw4E3z+$r=5P8
zPSr47#{vVimN|M?Rmvi3K1703g8N5i6kj-sT3_?$)CiNP+m`*0%s(aqUSoWAN$2AN
zi4YQNLQeK4)Uqh-EA^AEurG|*3zrseOYu&7kFzM?mSNXd{p!A}7lBHaJVyEt<|kf}
zYBI$|I65ChYZp>md}nK~(y@Ce6|_n)Q+Yh8V(P4rqunL&Z)SPdEj~#vZ++tQRFJ#e
zANt7iPPJ!k`nOyLkg|*m&4;!k41yJ3tjs$s!{DU9J%=rQhN;*BdoADEzbd_Re_wU?
zd6JpVu&t+*(;X?H?4;JH%Xp-Y1tFn$6^0!u>#=t>4oe3bqJ=8yAlx-j13ojx@wPR!
zZL2_Pk!}}+KOc({W*yy;$`HxnkJxGERpC`$Jm^ngzxL7BaO-_&Y0OM1+k3X*Yk5oG
z$<kil8rs_Y@f(to@9_-|yMpen!c3;-cC$_&Yw9i55jw(1+{3n{n&=&0>Xqa^#Mn=(
zugr#C;=+tnkR3YKF<-m!Ug`0M!SECQ!zTE1uCp!G0sMt&1In1mHeh4iaerO_SZf$y
ztk7nhd$pF&9A=v&hKXRdD#uz#N868M&oSTiJ|2vK$1ESl9nmT$!Qi3hrg^TKfbmi%
zXSgtG{UM`a4P>j=<o0H;=94B2-o^qbE11^xuBzp90K4$%5w!Ar&&<j$*tzkI>HK?p
zIp$@!IG`0T-#-9R!8r9c+Yts#Q~E?D9tpFm3kU#mh}9@9s%V=ji#4dsx)ws3g!HMF
z%5X=~IM@9Hu?-aq;rwMg>4QnP<kO-E@tlONdEzrqcU{B!F6}YH8Yt7S3_{2oF<c<y
zk+(vLLM2^_<zBF6_2|#&nW*2Co6+ZP_kvvlHP1#|(2R(k%&}#EwJaOVPpb_i5c2O2
zBm}ZC2`MV};7>;Bj0v$i1so6BCf(MX--MZME1WzxFK<PmAd(T8Jrl8QUm@NYZ7sMB
zQ=(jzFiAoiv_iu~3+L2Yq4?MZBRQ*?Ox@u^@yiLcnh!Upo<|?1L_eIx9%opYihgOy
zmUR-jSlM-f__aAPiFCDvCFmkhDMxw1L@2}qE!Qp<Gq7aQGMB+}Y>%mKE-U;`_w6HJ
zj=jmAeUF!_&6Qy-6Kqgy3$&AG>0`|r%Jv?kZYpYOE4S-wgc*kWZm670V#2@gP$4Kk
zBmCzqp}GQ(!^?jlkSd7XuO6Xr9SiS@md-HT#cyWsFe}ei5{JN^v~Z*dmIr`P-D|4k
z^fOlu=fSw~f`qujzCp5*hyOhs{pQrx$Cy5DBeXk9hz&34LL*222jB@Ro~HRoS-jtO
z<z-Wd*BDI5L<!J}C1k1yT_jfS%!P@I*iZ#%b2{*0y#Y<4{GURcMVWny#8|12Qr$06
z|BWaKm|6*-EEI5WbU%xIZ<4`-2%I1FDrt`BXyUmffp=!9nx8W7ac*}a`YamK<h1z@
z?^R+WqS$~-%w9vv|IOM8BT-twQGj3quDQH5{udpDQ0MYQ)4QP1X;RDR$<n*X+-uG$
zK$x!Xmw;~z30pfzsjCqL`J2RgVH#K)p*ceYX^%?EFQeiHpVfotE%KK8n5Z_JoQ;ve
z>R{L;6iO#PoFtUNGvSIr0WL^d2%lKnnMxM1g#l3=KTi#q?NwTzl?Y=O2)$ug9HXWm
zOB2UR>Po#a6rUT5AxS%<>x7bMVZqHwki<3qV&1#&gss1dEJ_P@#FxD~f`yQ1{i@4G
zhu1t@yC66N`lrtPx*r4${PBdEB-Mof0pjzrGiqXzo}j=cy~W~lOJFwZ!1T*+pDh)h
z^2G1YB$Z!d$~k|AsP6bGzF<j`f>!C|<W|Vv3oHTNQt-&bKLG-`L>3^004yY@SC2Cy
z&NUg(UJs!I870QGr>3?P%mu<q_&w`W_ogN&o6P}bNG!JIaJh^<3KHv|a9D?$UAIGE
z9{vw-EAras&Q0at4ZnpC?SJmH-EzfyH&jT42Geeh*d>7+^FC+-J*7PBEiuV?Q-zYc
z1xtjsF%(QvUHOk@9M9S}^&gYbzIiW-QDq&IkL?m9<t(!4@tt2%knwZz98Z&b?wdu*
zxno>qwqMZ6J}oYRHT?@Q4(RDku2HIEzV*V>bbdeF7J>S>sb=nvyLwngkob}#bB=Hz
z4n5_NtWIb9=rjMi{-h&za>pf#ej8H~3%F)l7A#C<P!x}li%fdsmqr)-=jqmCsF+{i
z??H`D6TPAGfZCP*Qr>aH#?FTJ(PYXkd7-*S>RvbbvewNnfI|e4VYbz$HoQ}3*B+Mp
zI=Ml!{r+>EEemf@Q9g8lp=;6hsa5ie8yiNVhLUBpN{JBK#LMyc5U%FFKHwf%z?HT*
z?yo<g27LmgbL2n=blOj&FMj>nc@IL$Q7W)G(T=YCa0CDXAS5`ci<)^ZQJpNIsXmJL
zL$$i}SA)6!<g6;Mx~`TfuT^wQq%l5b3(rU>xsqR~;XC~vejMeGoaMp1%p4v%h%5RV
zzTLQy%)eC&hvS$AFtHUxu?!a0pAoLgeZ%O-Q!*}QGX~YGBaF83F5c~Wm`v>gJTyi9
znS6-)n`!)1(`V8a><fw;MIh8bnMEm*rl-<RAqFH!wfSmy9#=B-F<42r%(r726Zoa_
zP+;lY68-X9{PE9L8*4UUl(h{aB!N()yvUE2;SNLvYB5Df8uny6IxRnL!nflmWb2rI
z;wN)!h%B9^7)-AG9q0|axgB<~q`Sm*$0q~BRg#Lbl{>Kd@DU^B)380CzHs>o7d;DM
ztonb#!(UG9%&e{cj9Vmf9zl_`9NO@86YJhl!(Eqa0f;myU*Sqalf(51iBD8RoAeOX
zH)3#;L%Rnz%ybBOT~9Fw;tg#_h51|mnYKaG%4uH<(s6E%)A$9iN%i`t$l=~d{6=o(
zp0_w9_cNcBl|_&`3LFcY`4LwqVYC~nS|juzh540+ok#kM9fu|-OIurZKM(l+!*p&-
z-Ri`mAA}Za&;r^!;;n?yQd=F{t+;xQ<%2ON9*g_arOfKx+YLO#4~}dNBQNcxu1)oH
z`|h}iN^72V+F7b9MfSM;ru<cvCz9jL;a9Uet+Rgx<2qn6Rpu+tP<8Mzjyw<<bZm9$
z61{$dK|BPHpqqrxCj(FDEeb8&R@)_fU$S-jT3+XI$TWTf#x~>^_(SjI<Gz~9iE839
zv6?CTAwt)Lc4#%2%^zYSheyh926Tvqv?&+W0*bTN*AaUW%#%myEA=)xo@6LlVs1y_
zQ?p~Z<nzeUy=NNv%MU2xhlw%Nr`a~#J6R#IoHF<W;ZIu(s<+upj5BJ(H|H82J`_GB
zzZ?yeLT9aW^SIf5Wc3Oa?aMTb-%CqBAIH^9U`i~j?egwOT-yJa&sO8SczIB*Cst)?
z<JC6Uq%;w|CxO6RH%l#6v7l?P6r-68E!t0A`)2IuSVZhqF%JIF=I8AKCl?|@m{AF*
ze=`^?T5bdb#e@(U=h(haRP4>`R?8onPtd~GXR21UnXdC!$H;`m7(FDhk;UM!K_xXX
zn<Z;E=kfd9KmI>*+)hCG#t+x(^?^~}ymq=ud~{^QC46H3>-6EuG0eqLi+fR*ikjM7
z=E=)W$Pmq!!zz`ha$DCq*1_6LsF}(nqL&y1&V*#rArrW9IxXEl@>$0}v|xN+dzb{~
zo4axM0@w|n_kT94ZQ;>1U&AY*;su|*s&B|=D5~>3c0Ef*mm8<Jtg@)=e>cQxV2z$D
z67$G~*O*1Bp^opeV!2P+4E_gLsWt^VWy_9dHCG)LVpI+l=GfK1>_+wviENDblOnTH
z44;vG9Osl-%DA@n5h`j?Xaqwb`-ocTd%HiMFZ2)o89XnQRDs{h4GHqXBI54XCw7{3
zs)VlHu&r=WXaqZK`-l~s`mZk%dqG!jU|==sS+s)Y9G#W3MYsK0AW5p=#HAqrzCvWu
zU_Kv+LvNflZzAsY9Vr6m4PpS{nqJuLk&4^~k($pp%6jqzL*A1XN&@^4AzSdRv9OQ%
z;DBGs6&sB`>vJ1fT@~v^P<NZL`yldc?!XF1vCiZB=3V?Faw?C&_e@RVUW$L#)t(7b
zKlhtpc+5KJ*juNlmcCCi>6R8>8QHz&y@fF+i@(}Nm<8-$h;NBqCr_>XxhXsGIts#+
zK7F??s`ca%QVWWLeTEMMCBT@<qKMZuMNS}p<BjG*nn~w-?U1eE+|nR5>Q8;r2{UEX
z&GN0Wb9#-|_YXl!x)GJRu|z5BeoQI?0`e!sQ<$kmyJl~-no+@Xo_hD*@^B#DB&YCI
z<^;N(D5E5s+iE5A2n30ntF{R9axD&;hOZ0-W3-8cUO6l7wb@m=@ru!8)9<r;Y`&Ap
z7FL60H`1)AQ2+hARgAjfgX2jo?y_ynTS?q?%Gi+bvSvae)QARG>p_doPF#n$qT`#N
z@{x4!&wYEpGCh<?utf}OMH}jQ!f4N>a7czp2Y~^5Aubn}`Bk%7_K}?gx@^%-&gN4b
z^B%&Sa}-Hq`r8qg^N)34*)tPe&1}lb9rirJb>~S}dy`FWjq>%64;V~MS6sg_f|Hd$
z`l<-KKN2?|H<N(X5=_iWx=;H=os<Oq(U=N6mC2uWY7m3bcFRG>`J#XI0IgqBagUMp
z)iOQX1KeCwz*e#q2pIwh^C*K3Qy%gD8sB0u6iAMTdSFPjP1_;=n3M!u*tOiMvItZk
zJpKB21XsWJ{1<$loI*8JTnIjxImgyl`p0&v3_z~In{ZFSQE~kE;9Z?z^Oh;bKB3JG
z48oKaS6;%>r{5E9+(v098h-7o9=PA!H##a>g&q-Y{PL0vxS@ipK{A<5=5rBPlAw8W
zY&;b_F_A4j9F_4)CWXJpnIe>`Y`s9Biu~)jvV50fTzJYRQ+&PvGm_EEiwTo_?VB*{
zfoqeLp-nMnuAOwxJxp9;Y|gT-Hf;>n7*zbnJM~WL_V3?22{*0UwtZl*76^y-uA18>
zo}Ox%CTQfk1x~(4UrjKceU9y`YiHG+jrawU^^KiBC4FwVZ~*<bMr(vWwH_{3hqCM>
z^z3b@nfUjBgxDY)P$;1$`Jc5ceg!+Z3l(A!R^!ang)!a#qE@us(+t=t;#S`CfMGCN
z3_4lMMPLav&Q+#<8UWm_$b(t7`{rE8&3O$L%dMTM*M}dPj4KA7@iS+m4CPAfQYIQC
z>6CtQBpGO}n$8-gF){Ip*81gt5ovnPuIkhH$lmgAL*EwtBMw;e-Y2bg=(T%wv!rIc
zZOXNF-RxU>q5NJQ#t22(na*Fz_Z@^Kw~VR`dNzc_?<osEk2A5n7vjw5Sle68U6h04
ztP99o+vXiI&Qhi7y!-A=!2bMbHmJq8>f=|`!w@+VNOCuF^pJr!hs_n3&95sB1KQq}
zTjyEo;l>4#Q+i6vJG7KX0U4Wz0SmCbjEpF%^_qVZQ(kjTQ~GzXRz*>tdb=A&+no%b
zbX882S4fIy!kc$v{VZjlrxKG*t*R=9QrkDC(AZEJCPS}r<o#ZN=8^8+v(tn3PbPe=
zt~9N4WI8J7R}MUjrK<Do#JCioIYnYGKLa4U@D&O$M3>xk)Ug6NlF*NvWR8CM$ljtu
zd`|qOr#Ds!WnmK{7QkMvRgMT?Q#kPqseWJsroeTE=W{D1lI%ipghTn_srp|6e|_~o
z9j(R*x8*{eB!INotYZE1o5DNC%Sj+c5j{>?8@3A8vdj=(mo%$R!H!H3h1o@TJN7x4
zzL@8QK>~=DS5ol?w{@n{oac{EI<{VU{60`Ar6mxEBNl{{0Wf%k6EMqgI$PHT7_3a~
z*ZJ{^xv4EJboy}=N*r<+P{cZBwzrU!ct4od-3y~NwsQ1VH9P~H^)+6;9~83b*RbKN
zelTr!>-qswxLJFVI()lD8FsuHb#XA_W~>SVj-W3#DKEJ+8*$5Tm5`lx;HJy~+8Ua-
z`sN95!~e3UG=aG!swjs__^)9N|4<c;JAAxrfrY=QBR7h`!z_~7w}pHI*|peXQl_^`
z?%2I7w}v>m;i#0SjbFVpyG#M<&4Ipb*|K~s+K*uEywNSH5xQY!?IY}Nt<0p+lKlre
zckt)&R|KBLnscjW`?NoS6ga9AyDF3&Z!$PXwTlkQdhMEeJ}Fdb@wGSSRZB77G)3Me
zEV}lMZBsC-_(`D0eOwX;k4y+h(NW73eR#&%-{RpXo<|dDX6xizq7ypVsxNu#<(9K{
zB+bA02%|gN<sSRzwwYFdK!E^tPYmx9W;<TIUUp1oWmwpHlE218_CE~7dLUNhv&#El
z?Z?F~8ahY`7qu+8JLco?hw`r7fx5f8jH^EIzMy7?YH;tO*$TYa6h#e~6B3rsBZkc6
z!oUBQ28ft2+|vnhV_<}@b=NpHH9er9G%D~ktvAg~0oj$_;#N4e&j11cc?-Yrw4%J;
zW{zsM2FL|zbT!hIZ+I{$BQi9-FV=Xf@LnwE^tP%aVwfAkE8FB~h@FoP@=~vRp2_vZ
zV%p34?veM;1z}O-xW$U64l^7n0B5hY(LW!B#mXIp9VvCZX>I}Qet8OH9Z1)|`~HUb
z19t;3YL<BOhexu8qGi{(1(5?Sn>DzxN}1}JXQ_2+7=n=+N^01g(x1zu{%Phyr58hX
zX}!Qq7pc32gR%V660r=oyOiGM@dmB`A4TUG&eq??@gQc+6tzjk2-Oy?5ql@m1_`QG
z&8iWb7Nz!RjUZNQ6QQ=+Rl8=3qDG^&YZf(X`#*WEE7x`2=EXVZ{+;_fK9<oOx=e_M
zGW{569Kb~>ItMu<Bi|hgRipG)!8}*ghJ8XQNl3)cHDz$a0a2g*bY_MHPcV{hf8weB
zj?&|Y$R<ZJRG?|N`t(BK-ut#PY3PJWS%|ON)5nMY6#qO^0@LWOz7(|#2<5h^FQ&-E
zCiA!!8<d3&XZD2FGtuq~mT-sIokaY-jx1}i^G?dZKey8+e!l(0Z;kW9PePNE5Fmv}
zrn#mc+3^$l>As%HD#6+idFW-G3(5U^^Gl$L)?2=*GSlTbm)sxgld#Bvd*X@O`V9a4
zI-|deW^Z_bJn6%(I9Q~+qTXp>I-!rb$o+$7tk0DK<0&Ri{(>&d$90~hS5C6Vf7Gb>
zoK^;9FietavTc>cp;MOQp=LlPZebf8G3ON4rOq_VH#5Ba)P<t`Yr;36Tl{DeRvXBL
zxVeG@A~IW!NS4OF>6V(4_W_k%ii(g!Bb8B1JH1#FXYz2Xukrq`uV`M6FIQj3vnR(j
z5#~$x2xTt-WiE!0)HHuca;n(`?piNjP8aWyP-;7K(Bbaqr2Sv-@!nJ49QdH@T+f8b
z6-yfGoreI%>q$7JzZ?+cZq2D+UU6>bhewJ=K4n0knvUXY7S@^4<rPA=fQMW&iEDyv
z^D6#FDp?jKv9Dvr;0)VHjXwWPjeY}zl2hhNT~AMZ_DcinOZiQoNq5;M^b6e)KZft^
z{Z+6X>Cm9vL(;;Fn%{E^m;0ZMUDqyO-Ojru^J>;Wyc|s#HiDwqh|l>D?~%~BsUS#`
zvkfv!<%Vi)!(w<$@#PE}KP5E7kYo8s(;s2T6r>3bE~z(x(`9C94Rqo@@yLEDM@nSU
zMm7mu1vyQ>LVXk@qHanNjD*ZAhWdUyy92uAbyoxiQa#(9wp4AjsQeN;99A=KX^=U?
zHBRQiVkNjBb#0A-;=&q+^CF#TP_|j6yjJx-*ztUDbWq~?1rIN?o$U?hq+3Ab@YvL+
zp6iC;c%sorbTI(00OJs8qi9(eD)R&quoZZP1cW&~1>78gj8-CVlW1mldn;e)njnVR
zloHxn-^`DA_G2Kos2C;zHsac$0o=fVzL~`*7187MB6{dL*u@^rPnN0$GMA@|SPExO
zF-AaA<Tw684*6+dc`@$aUAoyD(pqvxC=7WWj#Ox1SNt(_r}s;X{93~%Y%22NI>kEr
zL)zehm-|;{+9kLBgtf4C_s?bBKYeFoE{EV~E@@vG#B^qR)-|U8k^aoOfi#I15&Ovt
zkiBS}Ior{4|LK*%L1-&2&!_sud)TL;Hs&NyKE%iqzmQ?tX!999n5r@gZsQNdD%`Hv
z_QdDMZ=+BzG|9<OC!?)l=J;;Wr$7?nO5xSB8^+OSRx2a8pl@z*!jOUO-Vura#Hz1q
zAcv4{;kS0<*a9oz=K|RVAO;mlB|ksr^1K%I-{u$a`5?(s?1WTn?iLfXLuP<&oUkHL
zG`R`mTFGta%A!GH!CQ=kn*TN1CJvl*m4?V_DKI`qYmza0Z=r~&CJl3=+i%WGzljEs
zb&hR%(hhdw+I>uk4DfCCOuZ;tL-V&<++zkV3>!CkrBZ!2L0olXjxAKf^o`4RBf~t-
z+@oP5;yp-vZ~qONTj@W5pHwojX)0i-=?yYBSxkM36`#gVw2~2NHr`BMegnfdu@fqh
z8!bkV)Fw1yfSk11V14gqkaRmchK<~P(Z`3RM-^lf?154ZL^MAZ0kv>Jb21<XahI7&
zeu7n`IR<(e>LxL>vw-c87aqm)9C7wD@Ak#VQg@mtQ@VxvH08jG<ia?T;4Yuy)?_Yy
zD#xIt1j-VfcmgTYURm=-KvveOeVSP6uTWQ$_|`2Q-}O4qC#esxJQ>{jhL|O#NI>SG
zXX!omar}gf^EI(u4jqY!f^l=Yr{V|dK;^vy%Rv%sIz?{25Dkl5rV15yWvNk>=h=#u
zT6_lCC}=DihmbI*((J>WMMkDt*EEea7!0Ab3W{CaeK1_^?1|?RM$zb@TfyMY4UWjw
z5;ALNp22gsmd6v68qXRSx~r2I2}mEmJ`H4~+M4%iUt8^ZE6fP77gq8m)t(-Xu1yz*
zQH|LBJH@{G<Yn1h<Pe%nHL~)|9<CgAJ*cxANnMR35~Q?aNzPOZVCYbyY)Zkd_*(7g
z6BPS5A(~E#8X8?WrTEbQ`)dbSG*bQTLM#8#mRydGE|NC(M41Yx_@xsXXUNVT(qfXe
z00@R9435uTv{goT$xlt?AlN_#6<lMRx1^6^%b2#6?1BC#FAbI_UU~`-d!>P=@aE<W
zrfJ2vVzS|x2((#o@>qDW!+yOuY$q|dg?m#)%{n6SZCh7F(&*{gpLSAGsTa~_<S$=r
za@AGf6OBf`;6T@L#y2xZyr&CY1D@`Ygo+Q8ZD?G0+kJ-83SSAp&3m8S18H)N`V8x`
zZ#ql}yb+nH<Hp>nFH9@w#go?&{LFGYd4{^GVq31B#VKjRA_`(<O4$(?3QGTemsj4W
ztSJ_C^N%q8QR7C-o?WIXrSm2H++xG|XmyGOUF_gRzn7z|_VCWA?Es3s2S*nbDpSgK
zjq+9*n?0-DMN>DU?nG`@e@_W);VMY5KTIkChUfx>B}U|5)Ml@pF*AyGC!+$q9P1wk
zsAzNnJ)$7-1ZPv3GzczV4&oHvP+E+g_Y5M7m?xJ4Ju$@*VrB<%YhNtV&$n(--qJ`e
z6`Bd-Yw^8lw=}L~MD7};ZPH3Ic;F^I=`ro|O>%&{kERzphYLJA3s#UkNX$<26{8CI
z#QYyXQ+jfFxo>eX;tJ$-q~xT;`n;3W!3=b@g&@LKi&-L3bE{MGYqV3}Ug;-6H=hz|
zd)KIFZKp$Gs`q#Wij?2HKPQ$d1tvDDZNgPP+T4BVuQ0=sH#)&Do7D62aw>1_#Iun3
zgME<s-=Q7@*?oFD(R2R8y!5w!s(>+mtSPA3{;EJqasa%Tsfjn2@ds|Q5RaPVyiRDT
zOwgyLfL>?4e}e=7o(^2?h046#!#8yY7)0VU`bhRZSK6<tyk#6|_%`Bh*GHBp99w39
zd-Y<!^_>+f7dMpt(=;YBt0U=2(ICJ~7tFPEf5W4S^+gGAkcYlT*h)CqCgi19%`&Zi
zW_K7yA4#UWdqAig>m4O%fvl){ez-Zh2F=s%qMad`Ha8(X<29+bO1ukEtp_8SWWE-e
zS-kNI=7l5u(Xqg6#%xGi$hQZPQB9RU%3nWf8+zsSP;+19Ff9VQCP!sKu0~@J{$fr~
zO+BI~@?BB?%Sz`<uCmpyr>`CSXJ2R9`d6B8rwmcKRTlgPzKxTd*~FEwtJD2RdNC{5
zo2+&uYM@2D%gj#Te&nObD8y<9lE2=3(9rutfQ-^n(<HYR@m_Qe@Lrt!5s=-V!tfIm
zi#f!%(@Cfvi>eAjBaZpL)OUh#3x8j<^Vsv0_0j>}*ji2_HU^UOb@KWbF@W)$C{SO$
zu6sd~W|RyCrx^A+<UH(+5B=i6XCq#q)VhG^3Rs2h$IN@?!fx4Ik|uV8Hl<0!#2#{*
zwBrYe_VNt_#&fJ-c9x2Hpo<GF9F6nGc;gjVZoZ78*LOrXNAfjsM@ARrA2Ki%QRw##
z`F(Y-U<r0n+GB}dI6prL$rRf?T07=4>G%4W5WRo^-(O#6nsBVtfR@!qF0#+QF@l3|
z$t8IrNQ#hcy;uQcN`_ZMeM9{wJ1L=zoct>;cxFzI#MPHliy#ca2q9Jtpi=^-v<wVL
z1Ko>UDK`xs!^uN(GY=P?R_}Y=V-r!g{ANxe)kv;xy*o~mp8J>q+xmeilr6mJsaz6t
zYJxoZrgsd86D2o(9i084s-7M-_Q6(ucgB)+VTE;?S#(?{Qdifw5TumcZz(f6-y5U0
zKrS#;(U@9*Vj=~;;KJ_~w-w<3mRBo&)B)omxX0?^6bLc!SMBDdai8$b^kPN=3@zR1
zUE#!~Kt7kL{$J}~;J>r>TTRLOsV~<9f3Io&&d0}?Izt>Dtk~yU01$zY>o`IgVu#|C
z{thdUI<Uv5IQYQXS_1uypMh3bV%E{t*q>~s+CC8Td5Zsz>>j`WsMQ%cM&bR=#R->d
zF(8Ob3X7m|l-sg{jK3@fapCY$YOEj>h#u}QgRiKJlKcs2?$R6%`)Oj3`NUloD|MuB
zExt<OfH$BZZysy|JVkU(H8?Xln_DwgUPA^JW~W<d9qE~{H9(+j<G9vHd^t?tO+0iM
z31GX4&_vQ((BUxou^jo__YP}U(0qN(Ulp@N0ucYAkcLxRzcv|2P;H&a4Yqe+39X{E
zf&EZ*fQA}Zhd58vs@iDrK3_bq4_l%mtI(@YXbG9VUs|rB*Jxj6<Y`>XEQn8EE@O*n
zeGrpkJVPPjx}SY5p!*X&y)!_Bu`cmz%@8Pk*3DnbSyMyIEd_;)Ej{Cm5?LQv8%PO@
zRG^_pPNZ?>sSAH~bVAFdQ8uQN-q4<1hVY3a?K7|PnAC33X3XdPtj2n7dPij5`(<I(
zy;zQU&%uSl5HNG@=|WY$KHxq+?bvN&T(bebGIUmJRb12Z4(o2(3hbw`<9#`Ts=atX
zqvO{!k@OV>QguPoiqzEDd8OP03Kj{4dSUBHuI5NwBqTDFkKQ>7s_GMYuN$TOnQ9k*
zq=n$R-7E*B1f}R@)<ZUz&~=9C1L|;eESR1dR0@RJJT(L`=I1f(ve8pIJa{L_mY6O|
z@mt$~Fy${bC==#mkusiHmqmQE;V1sbI1^N;l?L*WVUw0R^<a<2&v<Jp6CdM-jN=&F
zQa~ycGi_@TUvu>ilJFOuY0fv_$&Ke2w^o;NoZb4t4~jBPv@DwBEyD0S+%~@7%cA9s
znMMA5O&V?G_i7Y8$SeaxEsRpku@+K6H*yUwZdcgTLDq(J+3NgaI78c2yYp`6ZUhSN
z+-nfiig3Jl;KVbF8*h+1m*BeQJSoLMORcP$wLb{;l=|WAqln_eV4G_)5vGR0<L(6v
z&@Ys!icx{lN|R}F7A~b?!X}Qzty@xM2uUPmEKnTMDJJUn9&M7&GFz^WKQqTU*2Uyt
z<0Le*4rZ_}`Y0NDk<cYd({uzlKR>ab;zPU79#zZMw1;(8pIY4CH=z2IRy#IkLi|Uh
zL=PzKyFQ_HDUO+ckl0rDp*ePWmQg6o8RH^VDWM;WPFXT$FixXHlXuqaI9+x+23q@w
z&o3VIYRpkd7tAjT=Qfe$*tVm!!wzYxVL=MoU4ec<#ue6AvCBnpiyd&uTZ@rqP1fjf
zB4-2WE<T?Uu~7qD%U^C&xHDqj1D2{A*DOW^SX;jMno6|TSqLjlVU3Jx-Tc(|&dUK3
z@9+Bp+rpXlTg=>e?saM$T^fY{jT^w&w%2s=VS&!t#D4%YAB}xh^{wC%nGHFT{f%}`
z`4hkWi_@1BToYdmQ;J(wCW+MuZ{f_43=V{%zzblZL*FsIz64{Rk)q$KE4J>G!bI#5
zxXE-SEv3mGZrwDAqTS&)Rmo=xHy_U!yNj3GG_(}4f(5=}>o_=j`Qq!pzIndoqj@nR
z14!rhm9>Qdm~$=MpOkU1w!cv#*O$Fwt7Vr$M>c4;0{uo#NW^NM?BJlh{m%Inug<^F
z7J9nuG^l#e2VQ!a)UZgxLLq)gowQqd2V$>(#<nW?c42@){TaP@fVp`<xas)!1RW7=
zNMn65hg4GvDb}F9KGIg3=a<v!M!m0mea_wF<Kwl^d=6H8H~~b7#vzO#wnCIB#J2p%
z&p@sq94zvqe5nQnwnvH8q=gwtYZrda&Hk5U&`*04*qo3>eEml-0_tz>jh-<CKhzcj
zIzkAuB48IqEovqgi`B~)Rt6de<17WVXMBQBi1YIr-&{aT3d<Gk`IbOf48X5UC>xJ(
z9BV8V%1#5XR4R&?ja+brA<K4Be)4#CbS|a0>TfCtEWefv$*t2+@cD6bQ|xx{GXS01
zliRXKr~fVk_p)@SR8*w)e|Z{IYaJhU4&n&vFYZgF)fZBZ5uDBWu~z(!lN|Nudcn+f
zO}vjB`8+wG=rjUYM>{k!6p1fXCnKcO__k?IH>M*LOvq_C)+v(DLUY?&-+Jh8<oBJe
zL^S$B?|U|FLG$o?1?14T9ga?dX0eD%aiu8vj+y+<6ZA(yhlxc*$4+vUNjJ}oEDqZ0
zWO+tpK6vyyv;+~$`-ivJx5--5{@Qio=(=LA`SoG5hmLYfUOQEb=AHx)!?T1+HDCU5
zmth1LImo_}1HC%Ub9%^8nkJq?03pa+?V>Vm@`utOB>V4&fq<qQcTGO*p%fy3MFin@
zo6;`^RKv;1k)xqyN?zrY9c)J%XJ^>%PUXa0D`Dcp+X0L8C&3q2hw*;cX&yrhSM&`s
zI|4<=&kR2z32o;GZ?A<Ryk*bf2wRugJ9_HkBmTGbhOQrA7(C#xH>lJ^z=D0%e*pfD
zCm^q+B<{(7f}wv7dH2-M8*zGCB_Ew5D0Abt5Vs+X2Moe2HHD4G<bdfus4+cAZlCut
zH&g>LN{N4{lEZa%b#|}P%7iT{Ed4B~?g;|?b<jDAbA;b(vH>?~1C|}CZ?7q!&Za8o
z)+8uL>{LeM87wrr^mmJ+sKFVmHDnr;l>RFz)dmjezvz;w2L8z{F<)|J9W({7-5s}B
z8xp4m0#IJkwf|(=>%ffKys~b+wnImsTuV|Arcyz@x+T!RI>G0WO<o<tQpvBd-eZA0
zRV5|vDG-0RmBWI_KZDFcF)k$juDNHzFe(y8ag58Q43`@TN<En8+HL>&A0X!1^)G!f
z!Syo<)$+NI9z4hPbEB;sKi6+LK(Aq4G{@98(;x(Al|WW9$ti-uFbQH;#C==RZ8)J&
zxyIlm9h53yG$^7ol?v{@>nNY2PE@krJ0z>qOn+08yH*8c=~+yOjTu4{lWE|zY|)oT
z;r5zjJOtu^V87Fcb%sDEL31^CRF7iiWd$uxbx(|rn>X!Fl>BpBvC?jsY|!R?IowLI
zvp!~V+&EHsf<`QJx!qx0Yy8c%py5Q4_+z>NM|gKiI9h{i$e2zjT&^!CR&f)yRwch&
zk(D%*veGn%UTNL@<@MD})o!Fv7cf!0jVDq7fJ6X*hT&~4kIRFSz>xI-7paH3G!zde
zA<c^hCm1QvJ2;otv%VMVbo}yTsmev^Mer?eO^xv$?D5Hg($d&&QvL9`?LW6!L8l7=
z1Zip_JuM_b)JYcn9oRuKcCoS!{wk_oFj!Keb9=MGQs!n=nTcKXP1!x341PAVfBEU}
zYu0#e@{&$H>l!ewdd*Oua(qjM<3|C_>~ixj)7PC%C5-g-4L<Z#Wpc!R%hrF7#kNf<
zdcZ8iFLObQP(4@-x7S11M0_Q~xVa~La|+!tdm6AD1|LDIS}8=8SU6Nl2^C9yhP8-1
z&h|V>m?S(5GXy~32}_T1y|!Qb+3L{gi?dSbW5e)VaKv%!<oo`6=033JWY3(QQPNuO
zxqU>2^}oQNTW$EZiwi`s%g__|o9q~ly7lhYIcDAn{jN#QUU@PGvCCJEY82R7m~O~<
z7?oI>I5V|~(hPk}HT;Ypze&>gsg>XWHzv*nt3xVQ#c6+HYbedJN^a5bkQVCOkzu5`
zdlSpG6LyMQjX9!x!TTh$%ZdLtU-|!~Q#)}jK1FtJnwmr6MSwUKkpe8)vxN3!W~YM)
zL^_qK#LgT6{}NHTMQVJ1PW{x@`i)hWRK_&l0aHk!QgtX9O%q&-u7<g9h0{+%rM=)k
z6Rxk+;<^%FI`JRye>qC5j5*1+SMnRNc4Ph+qybp~hV^~XNEX#%n=!~NyYqpckRMfV
z8SISBCorBmx)>gFf);r3%-L+y!&SMh+!Mnz%q4=hP0qD6RNo)pF`4I$qWgQ)Nfa>?
z^g~|%#l5}65_0W28i(e^r?1r~M;6*(-e~G+H;71Tm!v3xo5p{I?6b=)Jp3$D#t|UZ
zXJ~8&e($DoIscR>ms#qiFfs~dcyTQ99pr5Qv{@D)x-YwB+Xxg@!LVVIdo>;_s-7ML
z%uX3yhz>kU%<4@~=hcZ~r=frWW_K;`4>zS1*C91OtUVOLbe4|*ozucE{|=sjiilq^
z<}(A7`V88!y~%aj(a0YR!rnjdd~hKtz@JXO-9%#Z#?0ZU<;4kWZx-95-+BR4H{v<&
zH9*S5-W!9|(I`0Dm;pYbOV1}yo0+sW@$g=3zkmw;WpuJ|3svv4;9?lry$=<Y<4pcw
zQ2v&U;>hp-I&yTZ*9KclQu{^X)VuTtF%15C0E+eS`wzeiW{6&Zj||$zaE6?p4la-N
z&-nH*mG_oQuf&XfmQUtF{;;^y^ykT+=wjuSkiWP`fBFql&U=CQYK=bg4&Te2yKcT?
zESYCd7FUzhYs~2<2=wYC07cj#6&L?qRa(AVHu29+^N0@{7iF0WrMJQ+o!tIie3+QF
z@2<-pu2${!xA0oa@nVvha7O<Om}bYzMUUZ($?HNS8Xt}jVs0}<&^(x%OSlO*IK8+V
z%C7<-C!!Ub4!ZY$5+)@vOJur9PKK)MfSvMFOl3cxQD-MNJrYxfQmBxN?oMAyi7eAt
zsxmDw_l+~<ua(ZK8fJVmwH(X*w!YDnk6prk2+7aR<GL|iC8l2fKm%8wS*eGBe?q%v
z_zvEK1(jKC8QU6FNxX4IPPljZvbT6l<mkTI;ASf4$ikMMQe7n_62w&()bHOq8dTis
zc=9A}G~}vzvFKl<_<w+C#{5^@wbxWAT4}D1Z#{Tr$Dnuep7p~8U^DE>zHp?cQ!UU$
z)7(&conmB`c3S12sY-4>^bYEKLjQ96y!8B5QU>r%)=qZz*;TusQFf9>SKx}1m|9-Q
zr@%{Cwny&-&&%iM=Sp_%Mlw&`LXOT3yS7p_cJoT${ngWxudEfbVu0bV*d|sFMlF-9
z;uhsvXvyYwwSM8h3oruCt6bpYe*mlh07>+rBElZEQ9P?Da%!1k#GZqZ`P-DxHM)WC
z$rH34`7=!CFB=yKGJa0K$ll2(Nxzkr1#{=5O5rZa6kAn=Bvcc}_-BUe>(|@~kCBw)
z%L(P+8FqYSnGYs`1y+hn+ZpnLYucbbQhdpw{q=Tn17v68PX5^wrM^au+`)8lI2gZF
zC9yY64Y{PZo&Dq~r)SUzp&FOC^T_stRDE{+Iew@Y%Ak397(i&E6u?e>lR7CL{V<>X
zg~T`5d`szV+3M%tPH7T(qV@}N<$Vmf7`R2EB&CkK@V?n3s^z+HmkqVlGd`<4K7x<L
zQ$nZj<6V$$<egsoLG9R$#N}w!jP)PTT4!*Ys6+S+g)HB<G;@!M{|B3$*#Exz|Ml5&
zW!;aT0loLgx96PSXF?-MQ`fkmQd<NH2bLj)05T|ryY?Zh%6-2dk}G%pbw2x|w3rBz
z+H`d0Oq$iw;u6{tL1Zs^m89KP3}c^L#uIZ^8S@aw7ikTZqQ#vJDL+Y`U<pl?obI;}
zJ+HczQQZe$6&V;OE_xNC<XV!aWIxOL4Cfq`H?C&EK6<`yd7@$I(62f6+L5Vdsg@a{
z4eIrk@kuwzFkU<mk?J>IN>gIrQLTxjDoy32%2Hw`2GM^Gd|l%F?zRHi9pa7Z67~*Y
zK~wJ?AC&iET~00kQT9IH>Szg6LZ#i;%NIdneESe6<CR_<L|K!48R_Q&e^4K(w;62W
z28JRNa~j3$Cjggf;G@Ol2=m(tgtiS#qIjh%`Zc~m@)x8uXCH-7TBDta!XtZtVv<`Y
z{H-=?*w$_T`NYO#JVuU}<}A%w6rgH;&G)xg*Q2&o`%T{g!REZh2eH7N=VDnfiWrN3
zOEn?Fif2xWSC4m-tgo$1WebsQ4ZGN+{X;75vsD3!_);bbeihvrQqz-fe3T&trOtY7
z4Q_adLkg-#P$1`T?b0_x-itfOmjU+5VC^u$@%hJ1YPSSGJ;o#kxSDPW0brX{ZVN}d
zxyzfHJ4x2%6IpJWWs_h&hu8^1T?(_mICir5aurL0oUMK={Kjtb=Yx!8pM`53Y$e4j
z&G*W>O~Q|J<PyLiqcK7Cw;w<$q9KeAv#r0p3L7$JWi1jm6BV<$<EgmrH_!a%=2m%M
z!Q4^H_=I8?rw9$@d$z?%`YiJR_aXBy{{%6mI-GgNua`I~At<aQwPg1@#c7C+h@H*{
zcYX6%)n`d^=>;`|^aYd9_zU%0_=qck-XCiL#-yjSMa#qf`Z86I2NWi6Jo1v>Sbw~!
zPQVm?aY)@MDXgPmH#TR$f29|aROGz~;XU)n+caP$&_z{e39-WO-pYguo8_i9{Ke{f
zI_TQjLbLu-7BQH_pVxu>_c9aiI?7aITl1e38qWxcvpuYmA-RkUif}OK=zI~TQtJ>2
zN<bX@66d`q{q(Mqt2_B|M-q7$Q?KOrS|;Y!>I0~P8xYExgl=?hh@q**MF-h%p-A!|
zQX8~!)CwzH1rH38%TZTsJm=b8$6RXv2l%Pr@9vEF4^S-jJDX@r7QefTDs5_gCsOhP
z%$>R`dVPV(37Yri3P%Xfd&6l|{|=1WYNnjU)IBI1W`IB%tcnX<6-e3vvRrtd8aSgv
zX=GSARirsSC5Y;;(!VptvzKT8Hm4{?<VVy5r+X9@qL?_;HUa+uNEtw)uilxl2KgW4
zZA6jee)f(lkIwixeuzKUG8BO)%BTb3wnQ$dm@jS-C}{{07Z7lV>-lqZJvYh5PF6(>
zziTgw5_wpeVHp}rr!dZ*mWLfrYDJjJMkESP%5#pVG|pM*^F}o`fDuZ3#raXp#DXQ1
zck60ZZ|!NdiGQ_WFzYj82?y<A{6$G-vPES<c*zgEl>>)dPpm1aK>yg}yR_Q7k2m|J
zHRT1)#&eX>cZheg4`+i`lCu;wr(Zm3j=GcLk7!b8L-DjQg@-dEOf^W=!wR%i3p5L!
z6OR@YGKR~z$@0O9lUjOUw%>e-LI_{mrlf|f4e7%;%2cqi^dYPU4e}d~qJiwgsk|VP
zkZRaoeoVz2UXkKi#xpc4XLZ1k+u61vz}`E_waj>_cqIyWE*jQM4<J5R)eeI;UxDc2
z8orPP-<QW#pe%^EwW!7<lhnKY)A*auaF#<}P2O-)zL?w5{OZM=crt@JFVsw-6L8pd
z_2Oi=lfg=Nv>UVi{2ma8%;Vs(vga0JjeSq}#tfLOkg)w88ea^mSs!z5#QL4=IX^ei
ziK|<w<xVe8FaOI*bWn&Mk5thsx76u2B`+N6I-i(4qxF=6rsS9LFcx1R9bTRuc0&uB
z>CuRHFT$PlU%WQRSbL+n7cf{V_bHj?q)Zc0Z7szeU-_>;i#aleW1C4%e#{AfHRfey
zI+1KxDN^Aje<Iqn{&(FNCc*;)ML(N-9SjXkjwEDCbH5HvZlp<%G0L+#QCv<4URB-v
zX_QiEU#OEpi#r|c&qvq1e#+|%U@YT~*N~7mQbA-p{eO&Tz2O>>jbA3u3WeBqv6sR#
z0z%?-o6)y|d@}cJo1Yy=a+Mws%J3W?9yXhK3}05FJd5R`nycNz$}Q!?l?Qf*t7NOK
z1xRn4ZJ!w-!)kdCg*~6s^t#6WbZ#PH-1DUvSkWQc{NxOiP=u$~O38A=ZELHaeioWr
zM8yY{Myt@cTaprvQ~NKoaKFINR2qzp3Xi@`!7~MzX;guv>&=C$Q7gGsPqxB5<LJZ4
z)VjhO=r6r&SCAHtew-dz3+jJU_t$IDlvYt{&_v=IV_$n|^2$iV?@*HJRDJm2JAc==
zuL3|NXl+M@{8-sH=oG_o0(kR==9Aawd#g3u&bawNzUDgCl3z&@vgLMKEOPmrq%W#b
zb;~Xka4!jDD0I1`xa^??ge}bzUH>NRCjIr7??Kw@4p^}_RYg`*8&H{9Lks=6RiRbm
zkbO5;ta9Itw!wmu`8IbRduMvv*V!@P4Qj9<r2NO?E&uV->U-*geXzCY3!+*c@m1o<
z$?+)5BkAt)d%VnhwC0=XOXA-}5=Q@6IDc37LkaFxuK)T{Lk}S+j!5_1`VcYWPO&x3
z->#>|61y~^CyV{v8anjg0hCsPXqLh<HT4-832ZBEeIP}PKz5s^hN%Bygu_Pe(V>F!
z@(hLr^744Y5@NXf2Dz1%seJOL|B~XoIOQ}MVy}RH7eOI0G+*RsQuMseHZGJdVgPSZ
zMcIFnhCQYY*19I>W+1yqYAjpR?X${UcU|?p1~4}#g(Zhlnf^iUF3js!RNii^6#Hp-
z4L%?gE|Wqh7B;=wHsNhQdGl`cM%sE@`GjHePW{A=@|RMfWyl1vR)z+3zeL9Byb6-?
zj{?!909?7!s`9@K<}-ueV5&4K1f&`kit6;}4Z<yIEgb2ZZRF^N@Zh@7w)LBI&aK9m
z(A!Am`+Bz|(~^?s$NCknyD2bs60OEzZ!S7XCcyn(ShXP)Xle<At1%7%^0Do0O2;4n
ziRiwqBda;-35#EwR<dt8xI*)Ep!8!0sf3AIEvNoUYid+`i-o1qgwNrCuFgJ~-&PHY
zpVlLD@#)_cjh2S6+)u$M-dMykn%lMKk&G1;_02J%u$=E9KYIB8DX#17E2Ej3OzsVq
z{v(_k&O@<dMKvQYTSUl@lmfaYd9}<*0*dnR=o>=5ls=HMSwwI;4?qMjUU25mBwPs>
z@XJmosSVOTHU#E0L44PB4Kx~2{(}R98yVIVo>T>HujV>Bl(C+l+3N{RTK!kO79f5i
z&B>g<O6|;!JgMYFc(p6rFA8v1uJ7DkcD{W+hH3Q!#xmA9elyG)1_J%AZXfs8WG>|R
zEuWwWNPwY`b;!PZco97atARSAOK~HfY9srlSNq&~tW;_7nSedNtm_CK=fJAM7_KoT
z6e~^qj+{!3$hj(N7F^4PkrSff&$lVWY@1LK3M8?P9%WZb#;i9QaHe{K;4kq~4u2RZ
zISt^`(ydE3f}-r>Xb%fVTRpLI<?b)Z+bd>n88^v}-}_>~<I8q<c^99+pdCfYYl!?1
zb;teP<*)Yuie|167`AIA$hR3}(2>_B4-n`Kn^5u-Yyau_DMBOI1t16SoafE`6m)zN
zHe=7H;Qyz1c^o~QAUH29KJ==WJZn{k5L=Bs9W*zXfEG5DN<}*fIFLGurl)}SkpGHz
z`;l?saOh#c1M2#1Ckxy#IsJm|OXt&yHHRBoxFAiV7}=9kCzKzEn{txmG+Tp5GCRLt
z{M}p5vB;pbU~v9_%#dH~=h3G0$=bm}SKPtSU~-$Dw|A<co%e#}!!DOBvyj`s*zc`Q
z_zY`0B^m<0(CFFfwFII3?3LL6083ALf{|i3H#0bprEwV<QV@9Svj#=+HwJcCMS}R(
z0=cbC=WBrv?m=hPgZHi8aVo(&UKpEQnH{8`@3ntjxcsF4#`|?W;I$R3@L(GQo+^?&
zZ#%{fQSCOC`04q}@W)#lIqDqJ)R>i%GP4i=vQC<3$X1yrJoIb2E=t|N{edPzy(orZ
z`94E@cjVJzV?Km$+ZlgusnI)&ebX%MJ)2(PrW?W5@;+6g*GcZmk@``;2?D)+P3ffM
zSuJp5-ofK*2b}x-7~7@C0X3Q!`FykPA_{tcdHh<s%D4<!TUocJ5XwpP^g3>5R!JJ7
zb;j24IbItZHwmA)4apforjl_Q@c9tpl;*hG%ci2?E~Ex@oKEm|r@)EeicK$v-LH^=
zX6Vs+CA%nJ@ojsATb^@xLxA@zfYq2FLy#gkM7FV|#_w5u$qkydf5&Mdi<Q<Z>`uc(
zfof$OjJ&7vtW>^7gD3O{;#-4;Z6*EX>*0?X9)z!8C7lNeA?EmJ^<~}?cRrWY_el7V
z2vUtjb%r@kUoGAmvW05a6-4f^RPvpqbez6;SFrI<hyPK-594V2xo?wO_gs`;dq-en
z{ceD2&XOago)POw`jekLL{KiwWFj9uF!!Bbk7+*6A#CVD@Da&Aj^4|7;|9kxxzuF5
z7`@?B^6@6e{m%ufdYCwg7nDD=u#E?0ev^%PKl>$^M0D!6lneTj_^yK;r;pfUx1p+N
z>2~Xv*Q-mexl!TQ&U;*VUN}_*{dq1sh=h*k6V7~{))c|c2o4>&A%d<W6Lelq(&L8l
z#FiJiN>%7CPPS(%8h!q7(8e)<2?<yLuUt;cj@{IxsZTAY1?|ItsTE_2n76$YyY3VT
zh{^uSH7*lY&bs(op?B&L_8yq)!XtNIF*s%R)F1C<R^@p11X^e-Mo>t0b>138>^qdX
zOyj;pRX$aX+S9+r6CRUMpd%r9>|4qQRp^p1?4v^(Yp6(f@Qp>M;I3!fz#(RYuCL2U
zs9lfz6E7*0`sjm5`Y$2c$5^I;qW}Po^h0A7!G-+{0aSqXB+TQ|g;K5q`bZY;NSd39
z592;-R*>P|303ODvP31SQrrU)&)wyRgoo@d%r-IXGUlGI66zg96wlv`G_bG4i!&+b
z7_@2dBqD^XOiuV#vg5C3hsz18%*HOiwe&+IaGTeh7g(R7{6r!Fru$vpo{{AKuz)JL
z6l3aub$yZ2%JiSk5))vT-k9We!@Gsia4K>A!0a&s*r1t`;$CcRSU{pta6qV?#;Ux7
zxo>EmtS7}P(P%?qnVYHhx2y`1?H8A&w%{(40`6rCAkQzY9)Zy8&hetgLhGYMdO5zZ
z$Sf_3%l*LY%JD)PmpJds?HeO7T?jDTORu2YlZJ*`(vWM%e=bE1;I|2Lr#ac`Dw2Nt
z7Q<tT0Ru{Id`j4Vv|Z%{rugn4=P&+ZQ60RhfP3@nIHy8tqn>yF9f<`f@#CFiV`1Og
zXvM?WmM+GpmY6s=#WP{a&LKnj?m9Tq6ZKh}5eIW)%*Nglry1urKiu#PD|R^2gxyi-
zLjOZB@KEqHuMo;;5eDg@g())#3I&p9@KSMdxG^$Gt6hPcUjmo^LwA7ZqFa;Ko?6jw
zniC!UV}y!)xWccHo!62t+Hs<D4HKCCF^%idaYmG4&u&77o`yV<`yp-fGHTD2ndq#!
zCZ=?I$m-*8*&f&XUP7%&V#a%%b@%co^9sWFXSNIk+=cy-Ri%_WC&#%QTA3hzn!5BO
z!g>7qa0fH~sg$b=<oV5k=5O@PiR}$(a?6KsX3Ax<6dv`-tUSgg#k6iWr8lxfbJ5D~
zPn8K)$vR5(15Ae}F-}zE-Xuivp^IisH$j%MqK`!?Qm!kQNu+xSG;4$!axX?G9;0-Z
zsY2!x{kO*A6SM8x8p>Q4<ba{np$SqgzaM1vT`FN4e;}^|^Fc*^8gCFhOrdXnO{Xbu
zetC;uTbmRe%2TzEI>kJNdp{_<b1Q}T1h-G-20tD|PZbt*SW_vAi?2aa^AcwUxVRP9
z5yHF?-3Fs0%m@YAmFN6>KGUy=J&9L=^$X-$XnSs@SA5uck5I12%ddZJM4u~H4}JUe
zZ*n7Fu5-g9-eq8<f30yX_!A9m;h03uT3e(bXx&dv))e|w$(T9X0pHS%xfD;pyu>;H
zAV73ublM7~KT{?mAAuS6Cn@wbv?YP%437t(8+Cf061og%Ae8cX8(i+?uW?)M0S_xX
zS;<?@)G~{B7b<`|Wh<-fWLS^1Ng*noP_|M*k>?2kuB__la1EOJ6z7~n;{Qs`5*pR9
zQ{9*`kc@OT`;I4V!F=;Nf|)Px+Qo3|_F&q%HNPnP2Cn;0uW6oNW*V)f7gWD)KDL)=
z*LN$%_($*apI)8wJLu_-uBgwp-?1ji2}<#-7C?K?Ae)F96>sL1Ki#G#9a51|eOSi!
z?Q|27`CG|yN*cXo8Sf<M^^3k9ut9>Zme42}4rj}$y>F^Rj_>Eps*J@q69>vUaYPPy
zt|8T?qCw_+`zq@9O2f$X&dbTDY?06XYf|qY__p>WoBRAQCIy&v!N&{nmp`HAL&LGw
ze$<VT06$3@dSR`~B%@)bCdtzV?)SbQ&6hRGFv3!v$)dWCU^qTWO*ZL<m0?1w?5b*U
zSswtZfwqwT;r;$!ac1(&draD&djEHRzdxn91iQ(CrEV#wq;$B(f+ieUsMF+Thq`|Z
zm)W>Xl?&E8Os@Y4z?d1AK6L3$mAI2xFLEaVW^Jyr+Jp<DC}zw5rLy(~sZwBFV0NFu
zO11USujwJjdg7NPByKb1Nh->qJu<`4l8OEnD*j8vZzZ<5iuNb3Iwpp$USN11SXem)
z%jKmPF$b%9v~RWB8a}<%Pr}&yL1RanXW+DDeo$S#2W#Ha-6ew`OGpoESu4@bU}tq(
zJ;_*DS|2*LbB05vB0qb5e-eqO$ruhAQHjxhKax!O!6E}`JJj~pQi~x2gXcpM^owig
z-Id;8M9OZ3EH*&`hTN59YT4-4Wih37OTJ~-_UCM!(fT3(?m;E!&Do;>^qt~{!n`}S
z#44QA*^<vUcU|lF@8}#g3Ht|lWa8$#fT;SHo%K@Gx9gWB5U?<^o#ItD2G=|Ph~Ijz
z`eEg?gwOl$@<?-UtfuD5Kmg+=y+-i&8|=Ic;?Jaz$LerlF32q<Smqbef?;poRA|90
zmAD1!rrn$rVG@sz;?#0Mb`G($ejp%)=$)5pW`F8IQoIuO2~rLV6fNjUb@)(Rr}7h`
zhxoNOrF3hrrfuYo`W*EOv>UVbN)a=mQoOrCOj52kO3t2@s^-RzN`aB_<&SJ=(LQ4o
z*?-#xd^hN{P_q0c?03+D;0`C-F*tQhie8#fyq&%)V}3TIIDD7i^c+h`K1WoJmw`nX
zAn{W4LYw<=5s{FsH@dw*!CM(E(?FYqOI?-%;L6Jv4M+QeA<3^F@qN7#FdE)oxNeAH
z6u~#G(u~{-1sM@{Lhs%MbfJ`3gChDr_q*#7Zi&?4cWQT{SOeMOsgsj&%t4972+r50
zln{<|wjDyJ_p(I<As;@4qgQ=wNCk-!hLl3;rFa54jS<*qFkFRAa`}G%8geh6;Wb1b
zS*%i^xVf<CiC#x@6dB+nLB))zX>NX$H0*_UH9v&PacycBOb&HF>GTsrJ3#ogS6+RB
zQ%er^S@vh;O!7gJYoOMkf=VI$a;v9?(DeyVdc?8GWMU)}8pr|u3H8<(FBvb662WO0
zT5JfNpLAi<m>`QN$`lasX-yc=V><8guaFma!F^1M^=03(+(mB7^m(Vx8Zv;ag>t6o
zZb^SvKdsu(jclXn&H|ik9H)K%)>`N7T_at(^Za~<Br)SvNT`;uC}*KA(>HrOXg=ay
zToE*AjoJi8eCsV!@_K(ynI*+1Vdzn0Yihzj;HLU^?as0vFek!h>!2$XHNnS>FBXbO
z$?!|MCFCS2IRJn#=>sWqx<gI%s989lW5=uSC@IfOE(qHo8OHfN%IHL{4GvgqXc$Xq
z@-Vn@&UpZ&m?<?!Ef@F^6cz+Tcg(NOK|Z#j#ECGZhiwZPk__LCvZ0kfR5xY$No6V^
zqRIS`OS-mYYn6AuEArs0!ca6P=});Y?Av4%OYH2kN0yD7hD-iK0LA5x2t9n6OzgLh
zSTQKG@&do~@f)(t)A+b=Q|p;fX&FBoy{*g3G;riX%YT5PMDKJ^UaM(QixKTG%2Y#0
zL}xtbPOEXnJxy|Y#o^Rh6ERNG-bv2sev~HVf_^<kj!Z_fRWVYhiMaUbdu}pxNgzE#
zX}ai<dd(mJ9R(OH1l$Jjybd?cVHT7Y;)kqA2{8gV$W@_!kNH!>z15M-`Kf6De_>A=
zSiC*0aP53`KHrTD1_~iuAsx^Spa@)3QCAA|<5B?MwfT0+lUznvvDbe~?&jqhP!OV|
zp_|E#OwMJ<@k|a6rjZ@<2vwn3c0XU{56_5IoU>ov*hu*J(kJomov&u<v--0T8%n)T
zX*NOmViJ(;<di~?3?m@e{x|J!RfRM2+fk+BG-Ei^1}8dd4Jfs+gc13@1{VXCo|i$K
z08ing$G#5tvf0apkB7Oa7lN8<ne2Cnkn^D@++8uN8^M=5c2j)qABNd->sEP)`l+b2
z+rkwFiOb9~L~{|iS=SIk%&vl1FnPUsKv}QcpnK(GbRC!W*(Vfj-iLdEdg+^_NrQA3
z(7a!IxGqJoG=v&p45FucV_)}DW_-DWy#u9HO6yPwO963Y;|hx78N=e;L#X0%ocHT8
zwDl?P$??#^5lr=w;p7Mr0OSq(Q`4{Rm6R|i(gxj6zaiQ398oZ_{^#3x+CZ=okEGW^
z(;VdEZLPev4C!63L6&N2CruE(fDWEjf6O_8w;|>$^256ZH)$8UI5;H=>Pe2p#bOs0
zfV<gZ0FU@(V!ogNr;)wLXUa<Q@V#p9*vejx#cOx9|L(DHcGn8XVa~jZ<zH=mK5%lZ
zcsMY}|DoyS8j*@GaUJ`amW~?2=rU9O6Sxq#!&0IbqNMfu8=a|aabD<dP7?N0a3EFJ
zyLj6|N(~0_tue~{=UrQk{-gy8WeGi0;G9b;&26S?;m4B}G?d!0q4isj`{WE&Lp|bm
z+hyn7Th?9XcfLoq;BW}wKc&3Pu8pIuPILl2D$O47Z_XiN@}FYAM^Z2M<GIvO8NhDX
z%#qT{?%`sm<@%k*TKjRJxo|~ROGJkol68?><<G4`i`|#&$K+fo{r&bfTn1IBKETx{
zzk4Y?T{S2Focg<NQ@)yE^^~(O(p5c!_<c>gq}R<Or3EA4h~K`;Fr~C1#;2wKAK(we
z-d~&66|?6|n&;W$CYg;69K#N6(gl>&hTiY={1_x4A3?q~00`K69eo<;`$M(k0awj2
zvGICJrGg?br*@<9Dz86;Zgr}#rssX|zaQ$@&r+`D7D!$=Y^p&#6i-l;AP3i}#Q4w+
zL4U5TJ(0-?%p1D>1pOzrDy{CjT?h2OVi>hHxGzJ>w^i$ob9Z`_?t6mj9>Q8<ksh;3
zRBXv!_EGE^k@&2W1=o*`(oJ6~s}$)rW#x9ADgDw)b3fhrPH5rvN_DTBtVBi#Vsaa>
z6`Q`#%N<uAwi%K~_c`Z)_H%#CM`|*d>$jAgpH3m#nRCE<^?g9uTuoycG?|CDxR}w{
zp_h9W2_NBp_vEu<!RX-qw>s7CR_tbnH-rrmRNG_YMN5aTCfN4U!AjDxJ9S2E8q6q*
zD!Kg*?>s3>U44U|HK}LJ_2<5#TOh;y2k+0LO9)T}SiEB-23M(NMs|hgSH%GBbjKHK
zAI6hdGoQ*L==I(Dof+#RBkItRB2c8RKO9c=(yz1myUaVNIUaJ2F00<PK7gLY?dMnO
z#h{5sIdqDC^L%>qKLA@4q)d|9dOvo~N#*V<s-(n_%*9*#J>%WoNv(A(RtJffdWO2R
zi;2v+*U<Dr3lTXG2W)D>+2MS9&ti9Q^C*3UBGhm?b%tte?PbCz8dYsCPsAY&EEAAq
z1aq$Zn?m<%iZmoV`S3KW=beGa7h7Hjih~P1a(Rnyx-pv4km4k$Xl>mm>B(|Gj8RQG
zQhbd<AcCu3GccRKQN?GPD&nx7cLdIxoE-vKxH!K!_>8A-*=WvO6&jcm43$&BYcq)g
zV1dCGcMVp=8CR%s`d}-*8;$eKYfB0OX|&Jo)BKx8rS~>oYRTw*K%9my-Q@pwoYrBj
zI0(f8qZm^o5<VpMH20Ssl0xgJdA%`vIi~5GhO3$*g_PD_g{33c*R#aQ+4lG(tzLar
zSj6b?>C7AFQDz#X-rpH(rbFclxU_=qa4su59HqPPkEC`dZikjJNoJGPCH;?GjCg)6
zCVGp@lpX)^c-Dt3p>=tHnFV5~?C5Euq5>_pIqE8+M06w(Br=R3&|dK275A5CzwbZ%
zEIiE2KUKUS(CLxfQ6;;-)x-uu!lhYNX@surR=C|;;V728D>~+=yuubRL&qP&SuL?b
z1uB5X2YrDZSnmlD9#$ftkFG$v*~h$xOV(!J4MYc;%#Dso1et^;Q+$~X`);;#ry%pW
z=b*LRVM|g~fq(+0yxVG=*$S{ht>tNoyUR%r0kFfVVt7&^difJPh8UzB@2#>n_wXN-
z$mg9fPhA6RqED(x$$8U_8fm=G*@f7tvvSQQh$jD{@cw-EK3gLv$i+Nto@z2X^-@)c
zF|jCrA<KKLF!=9D*kS*}+D3nYP|xgS46UL9;CjoSzh`6%L+c*=$Pv#Gw2*U<Ft9;7
zvELu%lqx$}62jeo<3W`2pB~L^epH1-^jlqV&s}&TgjY%Kw6fshVvwQqTsFD>b1Zpg
zM@@id+FeSK4n<~;no_7nP>HF241U2ZGVNl|%H`La;=SJU0K)RAY|S`&k7kWQf@`Bu
z!PcCjMez1p!B5IHi%WNLhz(-dnCoasvwvO-ctYLJ8yy~BPHzao=f-s%3FIFN(}pXB
z|FO%T@OySm(s_*gEe=((DkohUmILnH7?c>QOHDv3x@O0*6&5|JARIsc&iOW&(3^ev
zeb9`tQGFHxg=FKNleQV!6zZ-UM9@oTrqn0hU(?@d+wuI7ZmEiKScY>!8OAFX`1**q
z88i|-eIXAHa*FnQ2R)9BOEd2>+b~79K3pOpw#Z;@G8|S)s;rT|%WuiTqa8)S!G#5%
zt6UW`tFT4cu4UtYcQ$cD$Tg)?oBeGnFKcnS@;gs20!EbU5dqV_rJ;l}b^G_Ia1a|F
zr;hYwai{u-Fr?onk?}`001Zg)M?h-o^m0$MpS3!T;-4D=AH4R*`j8;_fU(X8@kDzY
zAVoE}s)!0&H$?<x{*mX0*s!0E@MZ68?xWVY0Bns4e$O_|yZy>g_FR()g^lS&Qq9KR
zqT(~}-<#!w*oPC3I2DDD$HTKw@s|s!yQM7Qx`@rdxS*%r0kLIRKY3u(2C@c(9y9D3
z;0aHQ7a&L1a+;IrRzupo*4ne%!g?jm9t^g3Pf*GoH5BF4{QL%P-+aeZ-{27sObOoU
z4As~=Wr-n6{1Z7s`IQWs#x#hL-j`m9#r%U?9bG?*e;5jdrkgn|F!Ix{t7fU}8;2A{
z^&(NdBK7}B{JO7_P95A|<Va;*EZL)QLc2lUpV1qp5y21FhHeRe*>9)`FM7;sK3*2u
zu0E2}H#@=+POoyQ%Ig$^%s>!&ky>nK9=6Tuz=h{ZdHuho<M$*~M1tJp0D>`-HfOJ-
zni#}=Ckeu4+++p#*T+A351cNYkd*E^+mJ4?X{(U%o(Ff!AN1K#pB?Zpi3a*~qVf08
zH52Z_49FkoSN_Yc)VJ>ywWymL=X0v8+(GtjP(|MV>~VJ@-10t0_si0{f;yZh!z>y1
zEcH9CCssljBGmwGAUKZrOQ>%H=I!^+a7tumMVEcJgyA+cRx(Pw;C7j?r0us>ks4fa
z6l@H_o`P>3PoEXSS4x>{{ACgLX6_krqe!_M`kPIDW*7LzoVoFb-#nA0=`|ZSlW>g@
z|I_%?)LN3@Xv94+kB{vdBY{p6dnZ?q#eAN<CMxqhmOzfhWSaXF{O0G$3TWFw*Dw1t
zo1*jCQve)#Lb>fRyesx@3ul4$k(5rQlTSQ@u?>6q{02RX8*3ioEwIo$t34J==2>2k
zONI4cIa<HwU+%^)Pv@&<?Y5lyF!7~maP7RJX!QEq|HL4sH#{|GL`LaIjBB*#m35Dz
zGL75Ko}A*7r~P&wuhySzpZXr0xQKSo`KSZq7XlajsJ5oZu3q}+cg8bE*daQFuxF#y
zAymp6;(Y*mCBM-JM^`zj*<M<$HPT6;>&$_Nn|cP-blTpzmi21c8kcu{uU-ZIdX>xc
zCQi&J)YD)EaC%H7s5<BMB8LI0a0rX>SkC>pyT|7R))NHp&C@PVV)y3P`pN}%R2{PI
z?WcX_`CpYT7C((kh{+h!?VWk&7p)<mB%WNsJzs%S{$k17S*4T4^{wiD^(@X{`$rwC
zRT|RwP%BR0@NHnMfUATE*1eG|q|kGq^KNGe_2KajgxmG!lKQp9GHvW?Jeq3$2l`y#
zXG(mK#m9Wq0rWyEM*>;G{2_W&XHF4sRqQ}q?12X!Lxq({4626J2`y;-Yns|s;J{&F
zFxnsk3>8s$Z0Hr~Aanc9D(CrH?bwn7ZUyY{l&ZTtm2>ic99?%f8{YShO=^$U7L}CH
zs4ZfTlEjYD8dbAKQ8B92-dZza)h0%?6d$`<tG1#jiq@{8sJ-=<@9%l?JozK*=H7G8
zJ@=mTzHk5OmH@9XdwPQH(Qg%pPcI7!dwu$}ga8~2S0Rr+%55DeH)G5y#7bL##_Nqn
zL->Q}_WJkl=m?X27KR|Plr90$d>)8&&?=y$e{4;V(Eo;D;y|ov{B{?5uPyDX@e+aS
z9z||6UNCL4jrvmDag7x<ZreHc?%Mow0LRXn++^aNF~>hzKW`t?&>g)iS7kWAZan2Z
z+8Cn{@ohO^=C_<F@0!p4c8lI+4dhIp2n@mWo_g}!gI68X4Xo5iKBW0>agf(bNsLG1
z5n*KxTPCo#eC+G_HEI~s2zkJML9mTuW?t}0t<_tTR{(cb_F^ymAJ){UghhbdB3Hu0
z8#CD((*}+OWdJ;Z4&scw$(=a-gxmVzTn0Udc&vdzoaFqwFEn>N?o+*bsl}Jz=6!1&
zIrsBGScw_gRqO|rA^zv)Dc6ECKgmepagS>3rUig+D?RVxN}Ay$V-Te6*yu35-zn_w
zAat}x^WM<7<GAF6hq3R_C-Ku`hEs3jPmQTXYt-|-t@96YIYd%`7|h{Bf%uqElLO#<
zOL}h)0>L&ZKkxYT(r_!NsHJ{P>Fuv4u~EM5Lm!qh3v6m)vID0p1;4edMZ@%q8lbvp
zOmPh^*KubhquzF<F|eR$YhkS^xY^^ZJ>5I!O}KD5?Af32{D_ISY^e)g-q@Xl{5u-j
z&sRhC4I1mBhc6eI-PJkWuD*p5viJGzkDF$CfXJjj4}K(_`y$2%Z{|iwA=oRN#5BTz
z8slj5h;%SX7?q#V_{}@DPOgd$m#lRm>ls)?sm|O_>o^q9TLop3O7V{3YF7Fw%p)2`
z_KkSAK6IP6|Jx^84+=5g$hx+Aq6qweJ<O+fVPT<KqJORY@LbPU;VPuP|F4M782Re^
z0Th{fT^@#)hLXJj|C^Gzu<11lV^H=w$`wI8o)!3EM0i`2vIu;Uz&D2+<lLxm6$_w&
zhte350bflPqb%dW>8$AZ0a0TxYf0Xy&El~*UCx(JR!^~`Ypz{E*VpT-UNF*`K9!GO
z(`}}r0(Qb$NX`2ajWVEv)I-Ypg)r>FI~1|(vk`L`Ts?C=3>-}ouuU&jivSt`(f*Xq
zLP=VOy))Z0p~@HeZ9$6pKVEuVhQ^=e{=IB9oWKJZKQIR7AUjV^4!T+<i+|gFcQ0j_
zH@2LXk^+#|ce{3{IS8trNxIT~lZ;wLYZGBiGD^|l|2`So6!ahRIE3^~G``qnn*ChH
zL8;_aIw`LDU-Yf+3PB_+ruU;-m^yOg^ZDP_Z0Z7I&-)Js?eBYw32s&aZ*)rjFh_b5
z(ra>|Q0@mtkyJg<hAM*#Eo@bNb<~Xo16x)~L!nXQLtkV;fl5e;Nz1J%Ck|GM{jQ8e
z1|64V6|2qt;yT7f*f?W3EoD*0c+(G1OpXPB#oo~}WODUvU%R(dus$N10%xafPWUhR
z@4$-|a9Da{*6Yc9z);?8`_x}VsOvkDECjxRFNzHpW1&W?9Y}mAhPAnPWjSC>*VQSn
zOz(ZPu(2MMT7Q-otPnK%2>T(ad2?#ztyL1dxcufa>6(TWg~1p9k8J`qp!{Nj)Y4;p
zhpH!|V$B6Z@il)OtZgC4SgJ5ysJ-3xlca8D=Ydm$04+Jbo!V>)M48<dtE4pm+^gA4
z(h8tO_WS$;P_?G6eM-@Fgo)QrQ#(K>Gf6||6GkuiAp9H<JjlVHUaKz?qghf)@p9}n
z(8~Cz(mUkjJeD^MGdnDQ$zZF>#~Gt^e7Gd%6nQyXH^=7UU8iPuhdcrV@@h!M(VgRI
z-Uy){u9tf8d|BvZ+}ESv$%3DELl-khcOv`_-_hUY6uyksP4@_k1o3|VDYyH?gKX&K
zJ1e&IXC_aJ{pLI^o0_9?M1Q^goXl)&S^mIr(oUQG+z<0eJEJmM^*9Q?8EED8H2e1#
zrP(!g;C>1@p~raYP$@+=GR!8flvi*my$)@e7JV}>#QM=sv7jdhs$FaC134vGx!uh{
z65eGET8%;`!<g6h1!fhsn9A?Rr9<BLqb4iI1+@yzAhS2GI!$tW#9`1LOmW>e#J&I2
zPL`!5EUZv!FZ`Frd~OcYC-y`P#O3L6-Bzy|#isw==d&ErX@;?+i{DuH;=z;okYM8y
zTJples_X4ro~Qif$t_z+dGd1(1?BG_mnlB&9YE(|jG~B7E$Gk~U`DAJ8R>kxnpOi~
zMfI+~W+|Kru?!O8*!#;$3rf*mOe#!@;-5R&?i!J=GhLCn8u^a}T-5C6=sfqUR20oV
z@rQcew0XPS=!!s~;e_rF;U?L5*{N@1lsAZ;PI{iNo>yUucwfG)AOiWHF7ANjszflz
ztQw8tiZZ?OUrI#QM<&(pxiGb1DH3==Av%wGCcnlMeB-Pdnw1qmSDnFow(FVatCYmf
zSx_`Fz2p3FEN3d=m+8DbmnTFi<ot%@tzTU!k@zx8Fd<dpTVf`}u}T=`Vkbfmij8#P
zFw=JF&KPu_;I*(y$ul<0SmHcb`b1`}01BOz1M&hO$NA6ZR|ta`O<)D)r!=v!{0l@-
z8oK8E!>zarwO{8QvqoY7SEoRaE!{1;U&Z@=RDExiv9_8bKxjJa+Q!nG6LJ+Cs&kYt
zz0vD+N6G%Wfdr`K?hH6uEvhMrB9QIEH~$7TrU0j-MK(MbVK<_B6C_q+W#p(ks-9Ym
z&v}&Z!k0$|)Q&cbHJI5OAYgCjEcITH2(%oaRsKlLC>Ni5=H_Z!DoI9$bWfH=cUOyu
z$ju2BkoX?HuN3L^QnKRIu}9_b=V%<jGR81thTn?L7)^%B#dhT0X+39}o^m)E%bIxH
z9z#zdxwgw0L#iG3kZw}1z`<Sq%2_GzrEN2QrYuJQIEp-oNK4b`LOk&X3XLoD!Vpq`
zNJVBf(4QC6;lDFtF&X88hJsL9PYnr3O==CDWer#+H9_JGL{^&Vu!)I3+^YV1wiP50
z8XC&rMUk*I5&pi*%Hu*4t(O(8ep^#*38>7I^8I9`)t`(pEK{OXqA7=aVA)E)epVnQ
zs(R6n?)lvZtn6>Z48YJ9?;Io0<UHy|JeR}88?@u60;T#nJC$;~_Wdn{okQNIe*oon
z-Icc?kKPU1SYp<O&&jh~ZK3Sc)&?emt0K%#8NtyKgPrV$%v;3cx+tkM%PA6t<ZH~l
zB`J<o5T9DcWALS{BzWTgqM3rQlKoT@iC)bz7uy4UYDtn!uF@i+G4T+zG3jN}W0d<Z
zS<AG~8Dqh;wV*0fd%@4t$f>s)nl6c!wv$;J6dou>>dIOk9*E>Rd$Wxzg=5c~_`47V
zU2;TnmP}xBRq0Tvil{NOY%8gdVtQMMC=J@gx@c(oA(K|K!k7XzZu*kjAfygze`pRP
zR_@6ami=&b^Y|>{i@Awo$0@7RL?~DuG#p;ZCEPtY-BCFcK=!Fn_c(nNO^1McoYWEO
z<HUO`M9Ca;x&E$vuh14};j88E=r1cD80$)3mDuxC6&ZZAh?`|4r=BhEqG}{m^$=mD
z{XOyGh#GV7yTzEdTET^LRn$L9K^aBJS4)9Vnx886heaO4zKPG8AdQbleqt;&T~UfI
z0sjCtfj2zXBIIvf%nSUwGb0*&0!EZu3t?)=F)~H<V9KJ#aXC#70;ODd9R|P$Um-Ps
zinH;(37#?|ma|8wqr()?<6dZ9jk-+cV&y}as75P$Y7-xN<s)uc%bzj$I4y%c*tGxT
z&42<X8$u?87W&JUu$XwV{)wr*J!VESSvOl;>&4eGKB+tgnSFzY!hTTQmz*B3#v9eK
zGF4@rCUFL|<Xh657WO%0juWoo`cic=**J3_(Zc%OXw*Y8Ld9Bhg<Un#T&MmZ<LK^h
z<NM}~gJ{y(j20g)20h?;D00u#G&iaWNEel#mDWjTjiOjU#qIT)&zPi|`wv)IwRVD6
ziN*Vhw-Gc9lZR|H)yJpF$;d}EChybZ1hNl5l>oYGB$Ry$G6j5cBc2N@)7V@c>>r(C
zKO{7d0WsdutjwE8D>vwTR27&|;m85bbDhIrp08xypjcNmoS;kmZ-QoJhCa33RyicA
zk6Qm5|5%1oQOh0<peq%DFY6HcVUK2yHy)QPfR*D0%(q+}Jb~8&0*|LxF6H~1jVJDC
z@L=!LgQ4FUN$kL`kiID?+9@6sL*&W4h}wV=FD31#x!rf$!~5%D26IbltH?X#Y>b9=
zLqtlYigc<XAPcwU_=LUzLlbYA=5HyEZJYiZ9@<dMk(*`k@7->%{~(!MHnM<aw4ZR@
z*VO2uhbQI{gnL{l(B8X&JJy+xp$yR}JRYik8CFP-7?Xbh?;#OQ*HbWCJ739Usm`;0
z2<z?DG)4@?UY&udQ8b?(?9q*{8ABaxu`~>H654&ngaDpl54rW|+FwG`YjSBXIX6C$
zb3`V7l&%qeum2Cgdu<&grs&`v>~pj@F;qHC`hjKQv)t=nD67Bb1`<5Ds7ft&90rec
z(*Tee3?l~sYwDTw<+EHE=8v-h5b?ej?tYSjrLb6>lvG*nL(0X)?XIx=2U{o92tC`#
z>Q4`nRcxApC}jix^JgTL9=~&9m7l24!ItGKHl6ZM7j6S&CZ$aFVG%Sx1y3%oggqoD
z4Lbg2bsj1~SD9=Z7HdyzstukO?#Ml;H969ZNoU-!PXB^c0P)e9%TdN6d9oTOeD*tJ
z^B-KPINGL-xGo3%QZp9V%_1vZJu$JpnVC1jnvqc_VLbp||1UkE&(hKPdKeH(La9&E
z{50+W$LJ0KSc_?lf`U&^PD9$KPv7||KILH!+U5P5GrBN>C3S+LsKD+T;gl@l?Li5i
zj8bxa0@~dblt;VmL93T^+mZQg&sp(>N{3|_wT=V7fOs-N5M+|Ql{NK*<y}1;xUr;f
zY~G*I^5vir7Xwo0r{WScB`S*b<ynOjl*XVW;qQE7Loz;+Wz=>4r|M87Z<wech!sT#
za5pWrB?+hJo%@aI_wgsIba8V$X))Ogt5g;(GJTRQlv?{!<`j45r6Mc|+ZSi8=L;v4
z_S(Hifxu^OeFjRK6GBxSmj3zCE_!8;y;el5=<h1+<3g6lcwDUrcxEzSAAi)Rj`LFU
z8$ZPyCpOc$ePeI+ueJT5!`+7UMEk^BVD%6Yb+`sR6)Sba3U@Nc0?h|w6x$NDGi)-i
z=P+CG39DRpT84Jeca(I7^uveojb$tNm9K%&@uie(EabjTw^qfjM3vSefKLOtpiHX%
z`7ixU;92{kKs1C<Usd)pnq--?djQ>I`mc(hb;YTVD<po|*3`R|^*m@munG32u(Mlz
z+O7Swu+1?2DAP3Oagu(~({I7~mYICI$m@xzZ-OPV6?C0fxQ^f^(PzRVqqU9J7|=n0
zneewetF`amMz8y<4?aTNmn+<gS|s`uqSeKO6wkox+(<5(yO|vBVZ}&uvx`+0yKLy+
z<e%+v9pg`ad*&4~1rpi_rTQm{0^g}Z_WDaT20bGwONC`nC^`XUH_MC$;!~2GI?+wk
za<YV|`~RES2_6N`O=}tDi)y34=$`(h9BhEN{IHwaReCXppU^qEer%10Fw1`MeDt`U
z+8^@yezg{@Hk0|~TA>5THj2RgWA&q!fPH)QYY((JkLR!YFIp4@e&WccHTbN$@*@U(
z2?_#NU_04kohY<Ksz2m5JPqhe-=kSN5cuBKwfYY*yfd)H81rR))S6k;GJU?lB(iDs
z`Ptr~a)rB2-_aSVYBCpXEykGn04ldDqkuIPgVMg1Yh9x*-i+%<3w|q+p%ebmmrH95
z2$Nr2+tKxbW?UY_c4x7BJA);r8?xrsJQw|XT%$^bUf7JZ2{=VG2aJcK^o|zQ3;h)*
zC&iJ78BKj7$`cZ;i!me9Yo~`E);>Sx6fawMJ1{5(CH_f|w-G6&cdE4BnV6<U2v0bD
zR#0?&sj0upmdjF0k||tFL>YH6r$Zg1q7o-fktFoCu(uar0KCWu8OGgJ-$$IWtdCBr
z$DvKrfM{F*6e7H+2A3}Gc>Y%YdpGelSH^t0ircv9BqvLlb&F@zPCJZ~p}rtQbL)v>
zU|v9ds^8|xc08<D+U+%}Tq2I$1!9Lzq$-7~d#2*6t@|=o2Sy?^aRvVBx+quL+2#Wo
zQ8(C&i^(5W-qq#3JuUigO)YP@2^`DRDScmo2Ua%76`JTLEaQ+q1_+0;m!5_z?SGfS
z6&1e<1n(@5Yvmbq?NficEm28Eai>zkyb1}T)!Ik3mYkHir+C@U?F%7>v)+H?Hg&d2
z<<@1a%3SGpa>ZuO_%%R!^Icuhb666Ad3`Ag6n4Mi^!bI>M%Bc|ajc4ECcmlnOf*wg
z{ppB-y^jl7z4%6%wnmvG3`%$4hHrc#dl$EwB{3NbRyGcwWN8gM<yR3YT!#xj<f44O
z)$Xu=xZP!HB5N9!N!2r6Xot$PU6|xzl~jf~9KIHFQloGxvH^?Aq~2b3*W#H8ci61_
z_6w32Jket?@S*BM<?YmW3isc278GuLTO06{u5M?UjG#zFIyJpfgwG;{!Z~idvepmL
zmu!L507siB!OjS^+fswC!W790M)^&-0%oe~FD)4R0veo}vi;nfqn)9co3kXYrsqbW
z^`P}=A^+|DiQCft4YL^lkj^cLtqgh0$`G5(3T1)=fECcWBJme{hd;H^(VFQ#9paC&
zWPQGh?UVAzPY><}CiJJSg(?L?+FHIM=A#aYIM`eug4@q6-2^|YRP&v}D9|xO2!Qi4
zZ8XIpd%yEO&{0%!d05qW7#Mvb{ue(un1*ch5zXSGK+}fEr>ZHY5hqarzk0oK+N8^3
z<2#j0sdCoDXTAres6gFjPBKIu)@@vZnhs6@uyqK_crU*2(bG-;BM*i}3iAM=Mp?`u
z1wYti<9(o28du@xis?sr6>)!D>YnK4@-*Fg1)@_>LrPW*qmyPI4hMd&mb<8=bxKKx
zstZZI8qSIX2qF$BeHU0+kJi(>AFZu#8&kb?eGq*Av~m89jh~<Nvknq$?%l?H{Sr0-
zEOUw6@RQV1CInvqnB~^;r#doGh*dg?cq4CMKykg=XPUV5`4_kTg!jAguw=Coi5}|t
zxZIc(W2nRTWjmouZ{KQ@R|>}16{6PSUv>VkZ*o~zLT?9$v}`1{?j|;WH0bxJrKQ6p
z*^}t7aZ=@09RN0YaCT(E;9#`MpY-&YUag85k>mhd7im%CKY$2wj;AZwZCt9P{aH6x
zpW*sMw4TI%9Ox~L7Y#P~vvZ@0B6g6WZHse?AaVj7P`nI3^IHhD;i$D2#7CARv=P3b
z)g5Y8{<FE)P|6$G*Ka~qC)fwVRbgi#FZyf2%_h+zq^<DmWOQhMqiZmatYTC5E%!X<
zRx{6Yp7RyYg;=V)9|^WXi*je4*s&1Bzn-5zuV6Qt=MEO!eNPjcQ$hMiw?1Vi7tDMX
z=MZ5zymOA+;!{-;V-cbBROGewo%?(F;oR$XZg={tT%dy%<oo_i%vT|hxMqb5ybuAY
zsd@?y!xM07TuXO}C49&H&0CkTK@J|tH1)s;*DnvY%AJgVlj`CYC->1cRJZToWJ8Xk
zbkmjVB-`$;l65sVqav3<I@ut)HJ^|y^z*J<uKHU-g)J%($W4T;*@30~doMGHhVZe^
zGg{xz@3~X;${XWkroPRvcP4ci0Jvy&4jFv+ZyK282ChFFZ7TZ*$mCr$n^Hd{aV4Ct
zKPz}Y8nxOQ5ij~JOh<3UgQTmje*F^5SwrC%Cm?vT)$(~2{VE>kJeHGnc8PtLPKhIr
z)tq<s_*BxeSTwCo;`@D^6s&l17U;K<Ha^+5;`w3yG&Hlj8ZK^iv5gD%$-VNw4ppHS
zr=dZ?M~9TJv*uJcro;cd$F@%|6(kq+O+<hd^FNaMO!jv7NFbwMi)^WR@rTM6*EXNp
z03%rvWp)8PCmjMzu`3f3tItDW<%x>8X?$K-mCel`U=fz+kdgR1WhMy`#nJHeCH05O
z;R?$tJx0ADG+VWoWZ+PK0bp8X^njwdsP<9L@`neQS4eaeFeuPIcqtdZ1)TvCa56a4
zYQey(@qo6->w(ALgl<B&7v7$_&i?}}q_-FUjk3lWX}=6yTs?*hFKrzzahVyEimV>N
zJB1W46%S{U4RU#ldhV%FfN`{3bJZ*B8wU$v2lg<RDQyXC+60Xv#n#5yO5t*7dzt7A
zPoD1;;&9$Yf;<b*Au3Gc@n3;W&hxpAxsr(?RKmo29?a80I!{Q?ef;JtjWCZ_3C`wK
zVCHuaQG~%}FTyzn(sY%sE=utO><p*a+nPI2hMSFVsc2TgBTGLMA;6g>wTp5ZA$#eK
z#xt(LhY^fX>~qGq=}zs&)hXQx1#r;Hq~<+&LA=U%#2glpLdcDf=LuF9kW51Cakj}E
zm_yE-j4r=>d_d?cH&h9ZExDDm@Q*%-D#>kZS16H<F_q2Ww+bV2n>z0DT2*D_T0L<R
zy?s8j@|DXAG2sdBx5N}}3X`yfCp1f^$y>d)m#QpRFOpdu)=9FwO71((HplFhs={Yk
zqtN%gn=)^rMgL?!yR%tVTEX@`O)k@<ShPe}s>n=8u>U=@B@SEVY7;xhD6!HV`S()i
zXhkAKAnv-2Q^HE;Nhx=lZn8ygk3lVe9^IQNw2Yx`q7hM+t8CpMndVFCA3a@s=3_VE
z{FDFWmMspfzgB501$Ul?2%Ya`sWN>IwV~$}t9&QR$Cz3GJ5HY~^IxE8S{d8Z4pC{5
zz5Q)n^q%gM*Cec<l&kg!5feLPKt&TTN3pEe`+g6Xr*l@;+{KfH$#QxFuQ%CWd@P^Q
z+$P-!K_9qBHvfLE++6h!Q2#1d$h#!-s4?%k(x&X8>sNx*KLBoD$jrq|hu;GNMl51B
zQrUH#f5523YL|DJEK^NqP)YknPi!OTxSxU4FUz^wEC`BP8%DTEM4BrVn1V8r6&JK;
zet0vt%DeIp0WlY!<6`c50)FyC9X&x^7;Pe||J$6Mb-erDds_?=ytp3oXmzJpezaTh
zWMeGxQ@gl8KE{TlX{XUeR`dvMrm|daTJgzD+vh+?Qr!9hZ+X8aoB5${YkZ;%e(j?u
zBlHH9s8GyKsgLRRbWuL-Z1-Vr>D|5n@i`f|;Vo{j`bFzOEpGQUJdp+{)gT-s!q=w}
zQ4gDRqDJ#FKR2S20BW7$o*d_Tds4!O7^y_mOn?yit86N87Xf_}F!7`QGbQNZZd3W;
z=s6<-@^GGI;`ASY$!1<8)MLz%`H973??^7x_f<nT)i;3`>$2SG-cqF0l2TLG6^-^~
zRW~$Mc!EgFdT?Ln*r;M$tc26><0|)~=8rW<R1l7Ku$NBiB-S@;LG#u|sOk{Me%ya?
z4=!+qM5N*9<YH?2vw{qr(B!?#3orMfSX)HW+4i(5?{%^Py^sma0u<x<otYznFbyMO
zEfk%pd=b%uyN|;6eaeH#HQ@5GPvs$&t|w-B#)ukOvuSnpQMFsowVKA{xFA|&KWz5>
z;PABJfC$q4IiLRDqJ}(xGHZRsC7JMA<Be=l5UY-15>l06^k{B6^4tt_U)&M3_t!dB
zuqlFFDprG}LF}ix;&eQi?MLGz(@>Zo7HRJOG*PWg>85Dl^KZ{gi4Q~(<zNN19E^wB
zmd^dR6{n6==+{OBLi}InE+Yfqq1fA!0`y9A&b53=eWCY<(`kos4DZwn!ndNL@BA&I
z!O(u1U98+8H1^z|{ESXBcrz<J!Cq34CDoV11+j{TMN{?oQ*H#u8u_D^k}D^e-ZZ$v
z!B?~+Gp8)`K`)cQ1c|4|D|^116;`^^4gzgWE<Obw#Ds)JqReL6*EPAQi%t%%or>Qs
zq#G=QTp->wL8M|kf^1~nVQ;Ql8Syt_nXXljm1({|o`vl;EL>wTk)7;j(^+g$ic<Jb
zNo#%udtx%Z^@#bYz)bf>(}i07v0`BA<%@%#2F2*w33rd=m~KAAc3;VYKnjHo$64hu
znl;t20$*Z0u8`>BNR}d1os&ZCjRd6r8u*?iN}tGu;{Fz~#IwUFk$7TI5Ue0%G4kRI
z$vHWcd5{aI>7%>T+$6Xw)jz<A8Piqbm4yAapQ$-ta082A##K>0;8ua~$q1Ev?bsF_
zw$zvM9+{@X%C4}&N8`4D9MRbV!$`w2RW$yJ1Dws4mqYa{7u&*mliNvs=8h)OqoN;n
z#wq5Hh(JwJ!P#p{qu&LD2?QW5pk8c~n<yj2B*M{%(et6u@BB`)N9*{9PjaxI-Mk}o
zuEkc7$H0gIBRXz-mHirRH9)Srw$FBSVZl$Nq=26LM6;1e0Ofp0-o0SwwbxNiFcXBd
z6qk!<aeDaJT|nuxv`J<iz2iSGyrEOBn6!*@TL->mBlSb&lex&BmKbZQ-)O@uKBpE2
zR*iVrMfGp!0vboCI7TS0+Fg`cy%l?=XBY8~Romc)7hr^jNMeNjwerwKV)m>1svO3&
zUqEJ^VmdT?bS!XbqV)U5<oK)yVhqzbl2#WZ;U(Fqwh^YS&hvNC#N!qn%@7>C;@MY*
z*q&HP;(euDUuGWGm?S6Uo;oq<znhdd>PgS3IkA1L+ye`vqrgZorhBC3XOCzbj{YjS
z`Bs|kdX>sSz?U9C?vu;(xuD=Z;}4aet|1$?ZXFNJ$++fO#*W|$eL;av7L0SG%n<-6
z72*bZ7h>Cg3RUp<k+|+V<NSQQ(<=*2o`_pnj4h(o`jyT8!spZ4i36j2zj<>trC5sj
z&zTc4w7q6%kw6MKsg+p~0O;uGW2>fmGq=J0MszR?B!}9_<t^unF}U!Azs?7>+3nxx
zHt}(lMd$d(O1#m?dF^O9WFM@aIjE6#;r;TdDK{I`c<gV=R$7i?8A;708c@+enO5_O
zIVBYwhREuyH?X)Z<YxJXp{VioNOS#$ri+FjtfxwiMB4HLjR^y!vn7EtRg~PlL-9$Y
zjqhS-f0^y^QI(f`1<QE6GL2ewAzITOaO1X|fzKiLW=#Q>w{9zz7;;=K-|CH3R#IzG
zNyb!$+WnE|#nRQnbRNZX>jmrR`ZJhui*l^fj$3=`CQN8_+*NaV_E~}bQ2K+5hN)^7
zz7$H~)2^4cVC#SOYtFaz7JVq5=RD{2;py`0hC+*?JDw$FVRQMlza$oYp5|G9UH7>E
z%%<V!mAYj*<22!{#^V$vijJVyy317^#>##;zKJ)&F{iaN=p(`z)`#f?1+$-$rMvuy
z7g9lYP&hUl;x<6Zu)w%MGGGR=BV)3t^ac_N{9)7XFI4`c>*M@7<q9vKR;iphTAL#^
z?HYDY7DmhUC)bfIzx%a|8US*e=H775dCoE}&oY6ib-sOOr~Y)V3S%1fE*iX~U&8fm
zf)QpV%!311&^WQ@H3zy@BHbI+=$j?#!|TGwG1zHKbMkS21<v25KymI{x20Lt#9o?U
z7r3?G!-W~{hEeOqj2r$K2w-B#Z-arP=4kmR>#PyJJ<q5dSKd}r;$`GI)uxWUZ_YWO
zn^W(sYMp6q-cvl7cP;Gkm*&T|q~02QCLQdzKe_m$!jQ(aL&Fb1YlF#XYomfJNZyAs
zKq0^zqI80qUXq<@hT7rL^@L#@*_3%gH`<gIR@xBO0wQc!SX!!`q^`B%ZuL>A{D~WI
z)nVwP(l1f~fR2C^5GNp&y6&WgY5NOG0w7TR1Vg9N&T!Cfgm7HvaXcJlB3H||47fki
zS6(f)AKw`DIxcdFoJ?*q?Y1qsxC2JxviAuM`vDuz0jK3i@z3NREi7s;D@@Ip?g|Rh
z!OlF3=v=4z$e1%tWeJpEzKmd<azAD-FY1?hbuV}*C0Lui@wjXt&<Sk>yN^%NG=Qn?
zOhlbYN%&F^+K^y$G~9N9_~>$t6jNM;%mx$=rK6yrWC@dOoTr;&?3#Fb!^ZxeoYE?f
z0dqXpyC<mM9u8RIIZmcAsfbD?$d{eZ@-f1MD9&tPgwK_mD}<tuU_x|ZMObbG1$J7Y
zSF#{=;p!#nQ0AP6!OxPvL3VFpBDg(@)gXNwJ3?MS1a6Ux&az*l_C%-yVHf(sPhCu3
zeUeuQv<*ajoO)%Tj{9pJMHJM(EfjBV-qqE6N5!(QTuH<rBOI|?A3nU__BdbO`-Wk|
zwluHgs!V@C{{{e+KZ4z6AVg%KG2{gS9ezz$YmE!g7ZK3$q2XdFwI`w+?<B^$fH+!4
zl{WH=EYXu6qGRj?8J=fonhC+FpRCNwpQ99h(WLK+4ga{0o_;$F9BiPXqDoX(S6e*F
zrdR49N)(9lR8!|8zs1!ZZkf<gQn4eVU^9I`A@x;23oFJ7X$|3Egf-`a#uNXzxNlu2
zY%Y26Hv#!x^r?i-wzTkK3-&m=1D)m;5d$v(*;svef-Sy+KU-MA96*`<jJM#$UEY<D
zs3QS-hs%!?raEaTs$xPZaXT_aqvnqji2#jPq-o5fhB7Szx%_E)M5>e-;Y{qa_5}r_
z`i!R&-h?y0Hx6j?L<En>6BFtupQZ{80;YrCm#;<BWaE&X6duW%)9Vw{OIsbMao(8m
zIopZ~*1!!w<YZFLd2)<&$1A>e(UMpKl}=)cMt#WMn9oi<qZf_Fa!kRgMjWWQM&z!P
z2Db;SREW!9)3OnfVYp!2F`(#d3s~m0A{X*>7z-(Qaw=N>HCy{8GhZnG{#0%$4Q0q5
zURT9GCA)q?6t>0eQk%3U0mfVg)c&KPNmqe+y_e7pyfcan2DN}w82GC)C1dxtyBpN%
z*7S5k-2LPt)COb7dUL~5u#>!(+A7qySh_rDd!3$DwFwf4Xybk|I5;gFM{@~RiR6Pn
z*uVGrRSU{TS)=Vyn%SDZ`Ag#=I%n&gK&z64N_BK!E|*_dlNklZ5<g@B@6=jFd{6bK
zxyS8|KhT#VGa)tK;Ls$L3SmW*lRwIF-5b<!VLu$v!tjwD{+&_KMP$(Yr#GfBFAkv*
zBY~+eb%9zk7uxo89{}TTG8E=J&m6V}pBYq6Sh(d^46@nlHdRt8ifWnT7M)I5$u$$<
z(MsPL`=B>8=44Aot1;6exgTF<&wr|^Wa`S@Ff&hbKxu6E@_E%=S(u(=NhQi5vZrb?
za*wqTByt&T54UH#QK1}u1x)^WRvO38JznCzwMOue#M`OR=`JJ+^dhrLDPCg(R>K^l
zi0`@_cQB98TosKz?w`OUri1*>2G`y%sk$HEHq1UXLo128%|4QpX^j+PxnmCQJ>YQ@
z8?sVwCbKUBL-mQx+mQ8H35Su-Jdd(dto-UJi4MjT6gL#W+c<9$2~qx{FP&RYQVpht
z-XF8&`JXK8T}DPGYlGnDhEh+dO;#%lpeWM3J{o_fn`ydbZl<AEnfBGbN0tlc#y>y}
zPb61uRB9SxULm;Hi#a(pa_KZrAaz~83q|wHf0TY`bR7D3M?-#w;Zp%~pfhn1#KXr}
z<M2zO5TBxj1jPeh`%tU%(SC-n1z-4EG*qS|d{i4;zM;nNn8BdW(rXU%RT@{mZO4nh
z)pNtyHVzV`#wnz7G%Qo*DqJ&5kc`gW>zQUB)IYf!?^I-LuyVz&4!8==4wsv}KYluS
zJV}gyS0~Hh;!?y=D2`$YYN5UN-n&J0htO-ma95Gl2*ubHAUc`J17bBMLM;py@dN@D
zK`gHJ%j?n)tY*OZmaY2!Cxz$CcyX1?N`p+MjGemZN+DVe?gMbj(0w<ubt7|TBZ|_|
zN24<fFA$z0WzsJG$T2l?bzw6u1&^B%>h%@vcR43tKcD>sy+ws6)o6Zbujug-P1(<S
z`?JSA;Q`9#KTo>t#9zjxbZ_bT)iqRs>(RNh;|{nY-rTcUlWi(ZmGcfb%#$wZ)=oH4
zOxz7K@l|YW^FDk3c#f}5GM8sjLv)5|<77=bppD#*gUAUS$2{+xyj$P+t<;L5)zC=C
zL%2wQo*co~3;*_1{(0`09%IIAutLBJ!{x`#{S8n~|FBlphKhgAqDdTV<0JxCXc}Ga
zd)F}$1z+$|r=$W!q*GQfOa7O9QgV0I9jGy|8C2(OGV#+K_?(M!k&p9)&MMLh*biH$
zLQ^=&r|4=q`;!MR%GhZl0^6e9e<SA1$xT^J$|=ZzhFZ*I9hA{bFE~73q_OBMY>jfa
z`Y~%O)yNPS!uY&QzJX6h{CM-w^Lt+ytBPyua%^PlYD_0SFw25jqRTHC!KI%`G@(Gy
zm4QY$azK$;yRWP-_#iw#%GUM|6Zt${LdtKXb#y}MyR<*wNvD6C8Ow9Ld~TzfN#stn
zKxm-h&lxr6@jg#0?}I)_4~zFEkJt<0VR|@*)HNN3c@zvMd&#nv2&Y1s45*3dMhza|
z8{kdmrp5oIwUAg^Dhk?jS64kz3&cgQltl}yn32D+u@CqyrVa((L5-}Yy$xCyP5`=L
z(B2tk<aF98F#?oF?!Hc)V}&7WFE?N!)Kl$&hT=YFK`S>Rdg@~{jQYnnW@Hm{;RCS4
zUYb+Gj)<a)u))XwT_mPh(}?+V&I>f>7lK$?08f>@Q&K30A(=OjD%ZG7vqXquo<1ND
z>``%1s^jrBqR`E&*{dyuEg?KTFd;V~%;%GIdvGjkILIIcHnjlrxFSnz>)#I^U$)l;
zUTi@mNGLN$;zQAR&|BLEk<VTgZl+p=#4nbvx|qn-y19o|Tjn|$iE(3OCsS=<Breyw
zLT{eI4jQg|a4U6AZhQkygE?xav`URvP|=w?9t<L{BO4opy6d2Gt)FzgA_LvC;5=yW
znf#N1648*t<C{yBj4J6pM)AG*56-o2WXXD4VUU`{{WnOcW8u>dWz*BSFP3|md;l?J
z=Au$Mp&XWm&2e(vyQPOS3CA;kbd0AJ-F0}NUF66?oKH)K;<H@<ie|A;r${J7GMytm
zJ+#F@>2vN560V`m$ZJkZQv)=nq=(WOWX=LM@9Hd+{<V|aWFJKOLEICf)~UWGwR)?;
z3LTty*8$AruaJ)6yD%CNaF{ldOOYal7VPX~d&0%31QTw|jQ6ACHXzfMSL-~{xkOP^
zCT%JbL3!h>*;a1GY9KN9=SEwEggmuC7LwNF=NA%sD}@g5-V0twCgW+<yACSlyxxA}
zgX|dtVpuR7yDM0S(M5q05w)?3DHM)Zhb)y&^#m0S%nq$nDNAV|HJMF%Xn5O2Ya`}r
z{ylme(E5|*-MTr-T-&=?+vjNH`SwO<ybNHM?T)S9)6lF&oJ_~<Jqn%H#(|OOMAWxU
z1p8ZnBOyYqtBx8z0&h*Ua#A~*aZCxx<~-%k;@s5s3Q|$l+1g8b;U!%`vobb2A1D7h
z+1RsjTb$LQS1<*bqppnD*qZR<4Rn$c3Wp$#ghV+(o^pp*!G@%3#N@<xF#Czy&7^Xc
zIk}ty*8r5SbGv4)X7NkhT}R=Capsb+I{AU#6&i<6WE9HJ=SZE8QE9i=)!QY6S0aJu
z?sw!k;UK<#IQ$#we(8Pni(9ZLNHoZi2~NN2OksT3x3<3mAAxW)2}aUxMm3d4ngoAD
z6m<sbqKqIwETIAnC!;J}5v3CWAA&r3ZXNvBcS|+5d28wid4tw}(7#WrIiJrI%e{%*
zc7j3%6TR<yTl<?;;MSD;wFFuS9{+2w;ePLXwHx=rRWolyjJVzs?fvK$+py3Vrb#i3
zuu4tv{y<3K9i<6yu1i9rOt~ZbqP^;YcFxV8zwU=5>N3h2mVMJTn#K0CmE}zEO_mIM
zrN09;W76TJcL`wFQ*%?Fgk=qy=V|0VJiB{67Rn?ZQ>wCAzM2c~F2`t9&RdLY4ZMzy
zxsHCnv2!6Gc3#vfJ`6aVdL501YFhd$I<f|?69xK6Q}!n3=jjzSm&rBDZ>=D&-<TB{
z_T-Oaxg>a;|J>#2!(w(n2oS0OqKFJ{0UdH}Zyk)xj7TRk{S-L7qL#R|D_~gI`5A6J
z#hxw%66VQW^_W&TI`!qfsmhS-q0L5se2g$q6bM&z@Hicjj*sKI-~J-lBvzP2EM7r+
z#w^&?8ctF(Ch+G(PB(^p3{|0cM|JB1fEqAE;yYyv*$mw{PXL|t83|uCg9~=bDZHq)
z{kJ#$7h1MD^}IDJKq-YE)gN`Dz|1c_X-F0WJXGBfI8G4X_y<56R@;RtNl))*h{>8#
zRS2>Y@E|)u5K)H$Ng1A&fWuDa3w?Br$@hvi%JeqaBGa)gsa0m|7Jg6q8tT5`V2;;W
zo|O_SQDO|?lO8pjI_j6&*KKm&WT?jrBMN2N5^_WM!@_h9|7UcrlK}!ltR;qzCujpa
z?`b3zGj^+zYll3hcUNR&D@<>T;$UX~2u^C=s0Cfy?&Uf&*yI<y@mlf+$TQ0xbR`-)
zsA;gzF|;k|x*a%1>~}sCMPQIFws|!Rqe>h@A$lEz{&YbPLItF-CPq6gJSGL-luPeO
zC`cxa)a;h=onNwuO-aN6k_;UF^u~>{bDsq&gZnNp8sLCBc>S7}<#5z9uN51gFrE>n
z-Ye^o5E<bux0QbtqU6lg6Gp9Jt9P9h#YWds!xAhh2otl<w$^&ENp`|}Y+uUWjE}wH
zDOme1z*zyEgpDwe2ROttJe!%CmzYTCG-z8fd1L*++8L8#O53YVyPzD;>&(@ib3*f`
zeFvVn?`*O|Vl2INuoY{-C&xoaR)z~pAR~~C`OkU3JpWr)uH)_)@!oflKEXEOu&?5}
zh2)IFI$Qq$i`V5`8{lkk+RL1R9}71&+3)Z@6hkQ(T$~GJu64gBPox-dKhqIKqvrj<
z>rH#3q-pQ~sWo=*cYM&YdOSqVAI?#>9}^P-&Rv=O6RJWt`5tOONiwN<XRf*FiF48d
zkWGA3HI89m%KSw$K0^gv%are(`7I$w!NbtFNJ#+WajD;g3;zLbJ&rr)mrhummihS)
zkkZ{t<Z+r9TU^qUm5LY49Ak&RwlkUnFgC^~v486H;ZElzs(5poYZ^j(n##ZU!tVUh
zCN*lN<-H))kuphRWV7WECDDtj$IDKgQb1$IN^SYCLO_=^<&?3`v@`(lTX(<SU^vN1
z7)z=@2BEqHhJ&>wR|y1<F@Yh@t#jp5fDy2Uy{KiLnX!Yf5%lcuMic2<x!;xC+$Uiv
z`~*VVas|}wZfF2sCHWFold}8DpRM%ieD{F3P<UvOV^ic$L&c>NmM(;edPk`N2Ma(M
zeoe~vGB|R7z<SVbtq^f^s|<cm7s?1Ce+T;v-eDZHRPR;q?3}BXAdM>S(O77qfCYKT
z&93BNRRIfRL3GV;qc>XIb2sN~TMRRR^Cm-BZyvu>7t8#lLP7)IYC3Z)mlLoTNMfZ@
zd*!5@u{wmZ8X>X@xVIkUJG^D6LZYxvAfgsoS`C~N@V{`WR`Bww-6TH$KeyK!3BG&6
zfK0kD>@G`~zfki=N(%O1QM&exHh?k$!Iu9IaBuYe|AJR5Al1&7?sS>L1BN}~{LyG+
zWN^Wj_z$oXcTMp-&`U`!Y^I}ERr!Ln=)gRc|Ahwl$2u||-h%QU*X<KLe<u!7drI(^
zV`#>_pq5X#VwF8qgIfzqCCXh}p7K&M*O}4qlms`zgzl=H+r2$`aGf43sZ|@=s`aFB
z^vYH0P^Q6?%fv;qKcGGV+?wvLG`13mz4)jm;#Zw8tb4JUNlib^O1D4ur=sf9Cb#-%
zM!)4Gj|*!?YLpNiT8$J&Yj?#){{gx<yJpUki#nmgl<UQ{hXMtoAqu1svw~@F&e%yF
z`l^y$_8n~}A>_iExYdPkKq(`efgoOIkVE5w66t+6B7veySE-`<xAQ4j##m$X4ffYc
zNg6PyG@;#_`)vXAF%BXSQ7cier;8Eb7G}r)#DyyDwfstZ^GMp9h7}4xbPT3mgdGMh
zC4n`0SKw~J3kvy7h=cBQC(gz<0rVo`S+%p7<a*Dok}oi6j1?F3iITHvkQ*jl(vC!Z
zsnT+zr<M`GICV5R2H(!r>qQ(3U@BwY3>uy0>iA9HxLIIAoZ?Ja*-$6(zNDB$y+@%B
zd2^#+z(XUF%d^;QTr2=41CpyLlrEAhpgqnMXjXs*j{$0I&XtUz9GoYD<c>F{(n=d5
zt@m>_K8t{v9mp?pD=a0R2;U)zI?!TFasL~C6}VK5kfOI4&md1<XF4QHJ3J{6H#?P8
zjD7%#s%k`mT-1Grrp(JO*D<pxv-R{VaQ(j2GZxNA$ysNSs(gP9&(E$u@k04kYk%Xv
z|E-B{kd#n{YMKnob$2F<a>u0dBBEKhh}7yo=mHp^`fo`?xAHT}r3i^wV2S$hS_F{5
zY9K%AWms{zf}Ol11&m9TES}tiU6N%h(k1NBbX-5YZo3gHXQq5O5VM~Z04m3L5vqXS
zJrJ{9Iez6dtt$o)k1B99IEfT;I-~hK^XNqvGKOwLtNQff^>iSTvwj$*^b4`4;!uJJ
zD@oNHTQ9OyUsQvqJi6cI*uo4TNkODcz=Q-rf}=29^VO<pHLB^GXuJjnXf)@djm?z_
z**y<6oLt&$bZMA4gp(^TeVVKAXzajW_EoFXsKyGgBd7mr>)4b(DB_PSWBQ+aJ^vqN
zESD-{cJBr{>HCplAXD}8zDJ{;SCSjaqtiwG9i-K^?dttzS*YGD_Kwe_;_K4wTW=^*
zyVeIZZv_0JrA=wX_|?QVNMveQ`(>g{B3ipq*k%sR3e?-%dfA$mQwzD-R6t9m9@y9;
z1uRL??WytCB2JQHkbLe)<;;$x1f-OFHPCreMR<R1|5~L$X)EvW_**$~M8<6^cU}1+
zsm+<|bJi0%Ay7hU{^DYC>Q&H-)eR9Y%GHZ<@Ci+jFOB;u+5c?PwsZLFpFP{&r%;d6
zFJD4~h|^O|IVkL-@gY~JlOp9)KdY*qikMi0DODBL26h%N;#Y@<cW>tnVK}j(Pc*ew
zGk$8uiz@W0k(QHL!A?K1g{iRfn?1X!2~k#?o8<@b4k|<uVlx;mwWwx7i#0&}Y)gkh
z*5nw!6xE02vxQn;^90EW^a=m3@%pwezvf2R)^C+a0m+F)pSiK*^*Nf2)Xwb&y7;3(
zUldAQVx`BR1kOlpiCv7g4elY<WRm;hA_~(XS|ZL|U7`b~p>*fGbpLaj8|6bGK?AI-
z6|nUmm?^b!d{VpyE2-1F5W-OCPU1%3VI;@?FZR)-oZCr$jVCpppSg8_Aubq9<2(`&
zwxtX7=%52r5yHIGD4iqeu-}=B^*zW+2e7MEWdr*rYs};+>FHIX7U1{d?5h_<<p1&=
zd43%dw!bTpw0}xG=*-a^A`JQQz|K;O;h~3W9^WCgzi%GsRXKYH5y-+T#NZ<o<&_~N
zbP@m0Hf+r~LVdqLoWH(igF)f?STSDrYyKR?NWyO`@x|crdMHYf5J5%?3-p|bijMe;
zn+$ekAM?(<AK6WDVLqk{63B1P@`<-bzuPHVzuBiH7ardGsQkVe3)_FpuK284lBU%S
zjXb`Uv>#}{b!+1}QOhK1L((ou>S{ve+<SbkYO>dz6nkAjxOx`#zq}z=H)aKXF~-!_
zZk>ABJR%*1NLKA%?EJ>6`9)b6J%Dy?a5{TR){8GONJ*$FjTU@JBLp46<ab1FyuQ}|
z@j<6qe1WaK!LC@(1;1l56&#NCnOPkux&Q03qDoiY*l#9DNgdY_K(-2&C&JQ8EqbvA
zH7VU=_T=_3e(PF$JoyD6Ox+iGTm8h3=GM`RDYpl*7=4@nAl|>w7;E$3DN8hKlqA0*
z^n^2!gHW0^45E}7XT>M1;#;}36Bhq4Qa}IAWLQA@9}fXw0DzYHc2~E0Bgg`R2IJ7x
zD4f%Sw6;acdSRd6lK%kN5R0t>^)8GXD|wPUfcIqgkTlEuiI-`IUAFPPJVM3;pmpMz
z??z{psP$}M+YH-!r!Q};-EbO5hdQUAJA5{r#!H=twA(O(_|#PFy$bQ!D9{0A<Q}KD
z$mPPXXxP-S)z0ceB$T$m=#kk+As&~?JNDSWy^=>m1I|9J8<o{B8_s3Zy-;P^_P(fe
zMN8lvc?gGy<k;_2eKY0HP_i{dv`pDlCN4VKmOXa`USb*r5rt}CoNjBVN!V+J%P-{1
z{I<q=3W{Of^heBKXuU`W%2Xi-&XlQkv9p&UCT6BY%M@Z-fstRIi_crHacisvrY)Ys
zB7sE1zs-_gxSKJNJ)hH1B@*%tooQukY5rc+y24N<!R<SQ{a1cx$4EK;|5IYQn{{=-
zNj1?hQ`<m2`y&S!S(eNU1dL-&K}F4H;joONCIpGn05`g>3<O^nih_hJrw`%r%GUp4
zA_^6C3^V!G;2eCuMVehXHGZCu4V6zkD|uaI1;&|>dg8RasDK}csg<ekebC>cr=nb<
z4^|GYbDg<5FBSxfy>bc!kKo%0DL52OtwQg{#zJgy58CDO<1fAt+WpNsD#YAzF?mLh
zc-gX<a`R_^<#RM9W8O#fYNiXrXht$;b>l)Fjs~IJ*07M<ePwqiLSGpymG>(~a9L1#
zgXZ~arX2~S^fvK&=Lb!9xV~;c6M)o|UKeie-+QKTc{(Ef8vc%y6$0T>^Fd3l?w%^k
z$Rn;FIw9-~AWFt^p`ZejvrutT8r_wslhu8bs%mt<&wS4C<D>(?fudrx?8P5y$)pQ`
zj)K0!7bDWKclP8zUAugKF`oeN_8;*-RBlfm4PjhBy7jw&LYD{EvLNek;|UX>Ea)7k
z?vq*tE#6I&cwt{g>4arrS)KFLe*o8>m|)V`z4Y-l?K!Jb5|54*%9tlCFzh*8F_dYg
zQ?HDNyT8B7XWD(`Xo8n?^r*2@`nxHm#-+&XJGyo15a#%@+^1%1!IPBsR$eU}F^$rL
z2jACyitpWaJQDT_R@UiWI=gJ<j!>s$8)Nw^tgOmFiUF~9r%F-F@#Y2{?j)t>>3Ax?
z@av&7ct5ARNp%Y+-_P{NC_iU~!KA1S;hpgCM$&YA7QgrtdZPIc@MropLuj<wKfrtr
zfAldSfRk-4Cb|KC*R`+JR69gx<!FxQ>II8n4=L5!E)?6EZvT9(Ns6aA98LT>o4L22
zq*YnvCBGlq+k7!~8!zkmoRf!?>28tMmDBnmO$1Ly&6hQ^LU|~voKyb+x6a3E+57P<
z%b6u_&G9tfF(xF@j_!P2ogd>>4<hN-+F7M{9IW2SEFUH?=&F&5D;)zH`6Ryg?By_E
zsTw&3=irkruZ;cv*Iu6+oJJXb$ClidF*1Xa<l$Vsp0cD(<A1wm-*C`B0Nd4zVTb8G
z;ZxG*7dw;N%%9CZlRa+14#m+zj|2ScTbRHEj$3wPYmEcwkqt6weiAT(M9bQ&(2Mnq
z{RfciJO2j|dc|w_4<KlA9sUmxh&9CfTSuCeen}{vk87ZnvUsTKH|1Er%;b=$=ID%V
zqPd)YHFRrjjN2fpMM)RRNvAtL^F+4?L{CXv&nT4d4a{$I=ITSYUv>vuSsz6=u#JHG
zph|mv<)lW^b)C5+T<jeMJ-T%YhL~bTZTZgKX|AJx00YJP<;)ap4S$QOGRf5Adn*qv
zW5jH~&?3$A_Hcna5@gpe|2lBhr<Z~qMRM1xyDv$aZZ;&-@v^g`RurP6<rHpI=iG>p
z@ac*(b35Ey>v(5YBm~vYYJjFr5D2-hPOHK^dA0MT2_yq-k{w+9mSDZ#3F>c_Z0?Gf
zXx`kOHzncuhL6_`U+ZO&+C=^CV?dLRWxO++sp3L)DX}X`E4nb1*+Y@ALdg#9;qyRI
zR>6VB3O3wilSApcC9(6RF51e~LjNWaom{0Zi0&q%dc@4OL;5+6403A;K%H;XF5|<-
z2-8_<-k-8Br{}5#3ud3%&W&B(@TuGgi%%)j_Q|lTa33_OzmisHvhVQ|)2biHD$K}#
zkeS^Aq!Sb4j%Z6JBfbDHM)7|?i5oTEBgHW3O*%13oPn{ovri)0h{6#77?q%;6Vb}?
z^n&&pMY9ulpF)KdQ*rXD6BJ8bmK$+HBgm<OlLU$7+D7w=DkyrR785V3yiW=Uagu%?
zuT+&Dg~qxiw5AKBr*nCx4-&01ma=NdH7g6yud+p<d{gERlEPo6Xsg!-28(km7wEna
z1yo$LfN_Re=gGtWGfo<lUm?x2hOH_m-LXLSV38Bax>k=|Ui$6ds?rHw73IB-6>AFP
z1Tf=_f`G~V{{?;qf%y~Pe!OQH!eK_L^ZbS!C@^CMHH2Ujq~il4C(sW-eq)7{C^5{2
zlcOH<V<7L1K|R3-WfQpT#&Mh&TvEr{YvSLXRv$8+<Ryb%i(}dE(jv*KRjsJc!@O$<
zn!qnZmvB8YN}@yEN%H8iX)Zd2sS+M}2LhH_KwHi{>08gdwK)8T*0-cS;_{`q`_2_O
z>xx!NmbDcql1V3w<2cf$10qZbBuRmNHRp_~vU|vr7qpo8VAi0+VNqNO_nwH!aQ^_r
zL0cgF${I#bbCP#F7p;bnge@r=l$9u`?}83C2Oxd~`VcnbIL;><`F>*+G0h|1DarRp
zP$wF)zq~V!gn)65x%E6B(}ol`Cn~|ueUDx<jNw!J-|0V=3^??)DT!)|(bC+AZiiKY
z<{U;`l<8hFjV`v53N(_9O{}R4Qc1*AfTWS=PW$xEKVQpkGmPO;ucziP#ppc$03(GP
z8<C#+LFwOPz^BF*TS+KE)2S&q3eFA`cPaqx0XrSXelv{XO-Y@Nx>#br?+-Ko0BUiH
zZ6h5?(hg5iwl>B+Kd%QY$3(X&o@r1oB13Me1O+HWNb-ruP}Ea|EkI>SNLJ1jEm_8J
z#gjUnPtiCLsT*YmI?6BS*8m-o>*O?5p@z;{j@P)$Wke*9oRX!Kqy;+Smg>L(#}$Eq
z?hLZ9dL=$$M`Wn2C{_nxp@N~%sVO5EInFbOr$N*LdY*Vg`@M2cS(%?W9|6k%qqdhE
zUc9I_lAxU69f`uRgO8C1<H3t6E<To2L22}c9B)c=Xi@h{QH?26YQv4F4|QWFAgL<O
zGlBsskvES>20k~yJ>-9>BhnHh$_e=4F<Ma+hY~ghTv5}1a7Y0B$XN$D?Tll9)}U?5
zq*(4W+R)@_l1h}4R2Ln_5QKq{g4qrzttvu^IKqI~=NZODSNO~H`eS;F{1$)Gey0!p
zIfm4PgOCDp03ZRj*ciaaU<No|(y7svps6ICC^<OK_=o&BJvYvC#&Mii#nGVh7=5g|
zWF)P(Jd_ol>PlCQf!HY|1HVu+)6<9QJvu09vKzrC2N)lF1oQ*H@jPc4!G*?>p~rQd
zDn`KoU=jh;RHKocb>F8A1>0xPWhM1L6Is$XDjD~V5BPlt_0Ji`aA3qX=3R$v#*H!d
zp_Hi!aA?+_Eos3z7M%c*l!6FQT2uniq^&4YNx4%-jV=UO@|~3>m@;Pu8-3v7N*J8{
zXze+v8B<I)jJAxAd1}^HfP^DB&I}ln5$Tb9wBafraBZY@9|Ys&+u^z4T}`9I@|rkv
zE9>u%mNBOtJwf9*&I}lDIliW?K3!fHbviU>>U0}&u~ml5^eN~rNr4e>Fqtg0wjFVj
zur;9%w50$5T6*#3+Nn~gb0XuDb>35CR;yE9Mz`cI_e?UiDaPT$jt7$#9Ae^=9y2LR
zZGuS(SyGO1oLHv-uHYRt^TleCLPQcZ(8lTgPsb8}l`SF@fw;rVLV`g9zDXHAryFGN
z->D?Y2yG$cs5mtQwx<9%`^f~3*$F@50DyD9L5$-#(b##B>1$&te)07B3~_lQC4I@y
zKnGFLAOHa902l*oaoRa4Az8>#NK#JdP#8EP(>v@z2Lup6JZBleb@U%Wh7DEc`3xBb
z8f43LDFtmMu-?2VB)ox@gpq=@WQNLt3H!tq0H8qmIacQ&>~p?y4s+|B^Tu(UDfd(V
z09V%wf~lm0>I8yL4h{j&Qb+W_9fuqPif%FrajC-MN{-|t6oQnV!9bl|&!_~0oM#Rm
z>VMQerv^T1FEZhC3R6vmC1e7;2N2jvQOPL@R>1C@BqW54a1<z<4#xxO{(bn)Glz}*
z{{SI_9VGzL7-1jo-)uhae)85_DM%_9IuW2L2^(uAO4WqvBUZ$ZPMl{M#7p;&-opkr
zLW&9$oMhxEDIrNxNx@3epi-of*n^FT!2piaz-7cV(9qwM)7k=*Mz>nlz0{==G5{GQ
zgn%=!<2cR`*xQi$3>YSL#T@p**o}{0pVvOS@CC%Bz?7{Z>U9Yx8{n)bKQIp4b?OM)
zjN>>=DAak6t`ijnd9oIz00I@|wuIy%2u8_DK_uV+GD#&zDp4vVkgX3ex`mRYr6EH&
zBpfL9Ae<Zxx()CFIpa9a3@InXCc{Cuyf77}Qsd}tM1-gkN^l7G3a~aK83VD~<G&fk
Pahw>DAV9Ftepvt6@9oIb

literal 0
HcmV?d00001

diff --git a/configs/agents/rl/push_cube/gym_config.json b/configs/agents/rl/push_cube/gym_config.json
new file mode 100644
index 00000000..b78e7f37
--- /dev/null
+++ b/configs/agents/rl/push_cube/gym_config.json
@@ -0,0 +1,129 @@
+{
+  "id": "PushCubeRL",
+  "max_episodes": 5,
+  "env": {
+    "num_envs": 128,
+    "sim_steps_per_control": 4,
+    "events": {
+      "randomize_cube": {
+        "func": "randomize_rigid_object_pose",
+        "mode": "reset",
+        "params": {
+          "entity_cfg": {"uid": "cube"},
+          "position_range": [[-0.2, -0.2, 0.0], [0.2, 0.2, 0.0]],
+          "relative_position": true
+        }
+      }
+    },
+    "observations": {},
+    "extensions": {
+      "obs_mode": "state",
+      "episode_length": 100,
+      "joint_limits": 0.5,
+      "action_scale": 0.1,
+      "success_threshold": 0.1,
+      "reaching_reward_weight": 0.1,
+      "place_reward_weight": 2.0,
+      "place_penalty_weight": 0.5,
+      "action_penalty_weight": 0.01,
+      "success_bonus_weight": 10.0
+    }
+  },
+  "robot": {
+    "uid": "Manipulator",
+    "urdf_cfg": {
+      "components": [
+        {
+          "component_type": "arm",
+          "urdf_path": "UniversalRobots/UR10/UR10.urdf",
+          "transform": [
+            [1.0, 0.0, 0.0, 0.0],
+            [0.0, 1.0, 0.0, 0.0],
+            [0.0, 0.0, 1.0, 0.0],
+            [0.0, 0.0, 0.0, 1.0]
+          ]
+        },
+        {
+          "component_type": "hand",
+          "urdf_path": "DH_PGI_140_80/DH_PGI_140_80.urdf",
+          "transform": [
+            [1.0, 0.0, 0.0, 0.0],
+            [0.0, 1.0, 0.0, 0.0],
+            [0.0, 0.0, 1.0, 0.0],
+            [0.0, 0.0, 0.0, 1.0]
+          ]
+        }
+      ]
+    },
+    "init_pos": [0.0, 0.0, 0.0],
+    "init_rot": [0.0, 0.0, 0.0],
+    "init_qpos": [0.0, -1.57, 1.57, -1.57, -1.57, 0.0, 0.04, 0.04],
+    "drive_pros": {
+      "drive_type": "force",
+      "stiffness": 100000.0,
+      "damping": 1000.0,
+      "max_velocity": 2.0,
+      "max_effort": 500.0
+    },
+    "solver_cfg": {
+      "arm": {
+        "class_type": "PytorchSolver",
+        "end_link_name": "ee_link",
+        "root_link_name": "base_link",
+        "tcp": [
+          [1.0, 0.0, 0.0, 0.0],
+          [0.0, 1.0, 0.0, 0.0],
+          [0.0, 0.0, 1.0, 0.16],
+          [0.0, 0.0, 0.0, 1.0]
+        ]
+      }
+    },
+    "control_parts": {
+      "arm": ["JOINT[1-6]"]
+    }
+  },
+  "sensor": [],
+  "light": {
+  },
+  "background": [
+    {
+      "uid": "goal_sphere",
+      "shape": {
+        "shape_type": "Sphere",
+        "radius": 0.02
+      },
+      "body_type": "kinematic",
+      "init_pos": [-0.9, -0.6, 0.05],
+      "attrs": {
+        "enable_collision": false,
+        "mass": 0.0
+      }
+    }
+  ],
+  "rigid_object": [
+    {
+      "uid": "cube",
+      "shape": {
+        "shape_type": "Cube",
+        "size": [0.1, 0.1, 0.1]
+      },
+      "body_type": "dynamic",
+      "init_pos": [-0.6, -0.4, 0.05],
+      "attrs": {
+        "mass": 10.0,
+        "static_friction": 3.0,
+        "dynamic_friction": 2.0,
+        "linear_damping": 2.0,
+        "angular_damping": 2.0,
+        "contact_offset": 0.003,
+        "rest_offset": 0.001,
+        "restitution": 0.1,
+        "max_depenetration_velocity": 10.0,
+        "max_linear_velocity": 1.0,
+        "max_angular_velocity": 1.0
+      }
+    }
+  ],
+  "rigid_object_group": [],
+  "articulation": []
+}
diff --git a/configs/agents/rl/push_cube/train_config.json b/configs/agents/rl/push_cube/train_config.json
new file mode 100644
index 00000000..f1558fda
--- /dev/null
+++ b/configs/agents/rl/push_cube/train_config.json
@@ -0,0 +1,64 @@
+{
+  "trainer": {
+    "exp_name": "push_cube_ppo",
+    "gym_config": "configs/agents/rl/push_cube/gym_config.json",
+    "seed": 42,
+    "device": "cuda:0",
+    "headless": true,
+    "iterations": 1000,
+    "rollout_steps": 1024,
+    "eval_freq": 2,
+    "save_freq": 200,
+    "use_wandb": false,
+    "wandb_project_name": "embodychain-push_cube",
+    "events": {
+      "eval": {
+        "record_camera": {
+          "func": "record_camera_data_async",
+          "mode": "interval",
+          "interval_step": 1,
+          "params": {
+            "name": "main_cam",
+            "resolution": [640, 480],
+            "eye": [-1.4, 1.4, 2.0],
+            "target": [0, 0, 0],
+            "up": [0, 0, 1],
+            "intrinsics": [600, 600, 320, 240],
+            "save_path": "./outputs/videos/eval"
+          }
+        }
+      }
+    }
+  },
+  "policy": {
+    "name": "actor_critic",
+    "actor": {
+      "type": "mlp",
+      "network_cfg": {
+        "hidden_sizes": [256, 256],
+        "activation": "relu"
+      }
+    },
+    "critic": {
+      "type": "mlp",
+      "network_cfg": {
+        "hidden_sizes": [256, 256],
+        "activation": "relu"
+      }
+    }
+  },
+  "algorithm": {
+    "name": "ppo",
+    "cfg": {
+      "learning_rate": 0.0001,
+      "n_epochs": 10,
+      "batch_size": 8192,
+      "gamma": 0.99,
+      "gae_lambda": 0.95,
+      "clip_coef": 0.2,
+      "ent_coef": 0.01,
+      "vf_coef": 0.5,
+      "max_grad_norm": 0.5
+    }
+  }
+}
\ No newline at end of file
diff --git a/configs/gym/action_bank/conf.json b/configs/gym/action_bank/conf.json
new file mode 100644
index 00000000..3c5e9850
--- /dev/null
+++ b/configs/gym/action_bank/conf.json
@@ -0,0 +1,237 @@
+{
+    "scope": {
+        "right_arm": {
+            "type": "DiGraph",
+            "dim": [
+                6
+            ],
+            "init": {
+                "method": "given_qpos",
+                "kwargs": {
+                    "given_qpos": [
+                        0,
+                        0,
+                        0,
+                        0,
+                        0,
+                        0
+                    ]
+                },
+                "init_node_name": ""
+            },
+            "dtype": "float32"
+        },
+        "left_arm": {
+            "type": "DiGraph",
+            "dim": [
+                6
+            ],
+            "init": {
+                "method": "given_qpos",
+                "kwargs": {
+                    "given_qpos": [
+                        0,
+                        0,
+                        0,
+                        0,
+                        0,
+                        0
+                    ]
+                },
+                "init_node_name": ""
+            },
+            "dtype": "float32"
+        },
+        "left_eef": {
+            "type": "DiGraph",
+            "dim": [
+                2
+            ],
+            "init": {
+                "method": "given_qpos",
+                "kwargs": {
+                    "given_qpos": [
+                        0,
+                        0
+                    ]
+                },
+                "init_node_name": ""
+            },
+            "dtype": "float32"
+        },
+        "right_eef": {
+            "type": "DiGraph",
+            "dim": [
+                2
+            ],
+            "init": {
+                "method": "given_qpos",
+                "kwargs": {
+                    "given_qpos": [
+                        0,
+                        0
+                    ]
+                },
+                "init_node_name": ""
+            },
+            "dtype": "float32"
+        }
+    },
+    "node": {
+        "right_arm": [
+            {
+                "home_qpos": {
+                    "name": "A",
+                    "kwargs": {}
+                }
+            },
+            {
+                "bottle_grasp": {
+                    "name": "B",
+                    "kwargs": {}
+                }
+            },
+            {
+                "bottle_pre1_pose": {
+                    "name": "C",
+                    "kwargs": {}
+                }
+            },
+            {
+                "bottle_pre2_pose": {
+                    "name": "C",
+                    "kwargs": {}
+                }
+            },
+            {
+                "bottle_place_pose": {
+                    "name": "D",
+                    "kwargs": {}
+                }
+            }
+        ],
+        "left_arm": [
+            {
+                "lhome_qpos": {
+                    "name": "a",
+                    "kwargs": {}
+                }
+            },
+            {
+                "cup_monitor_pose": {
+                    "name": "b",
+                    "kwargs": {}
+                }
+            }
+        ],
+        "left_eef": [
+            {
+                "open": {
+                    "name": "aa",
+                    "kwargs": {}
+                }
+            },
+            {
+                "close": {
+                    "name": "bb",
+                    "kwargs": {}
+                }
+            }
+        ],
+        "right_eef": [
+            {
+                "ropen": {
+                    "name": "cc",
+                    "kwargs": {}
+                }
+            },
+            {
+                "rclose": {
+                    "name": "dd",
+                    "kwargs": {}
+                }
+            }
+        ]
+    },
+    "edge": {
+        "right_arm": [
+            {
+                "init_to_pre1": {
+                    "src": "home_qpos",
+                    "sink": "bottle_pre1_pose",
+                    "duration": 1,
+                    "kwargs": {}
+                }
+            },
+            {
+                "grasp_to_move": {
+                    "src": "bottle_pre1_pose",
+                    "sink": "bottle_grasp",
+                    "duration": 2,
+                    "kwargs": {}
+                }
+            },
+            {
+                "move_to_rotation": {
+                    "src": "bottle_grasp",
+                    "sink": "bottle_pre2_pose",
+                    "duration": 3,
+                    "kwargs": {}
+                }
+            },
+            {
+                "rotation_back_to_move": {
+                    "src": "bottle_pre2_pose",
+                    "sink": "bottle_place_pose",
+                    "duration": 4,
+                    "kwargs": {}
+                }
+            }
+        ],
+        "left_arm": [
+            {
+                "init_to_monitor": {
+                    "src": "lhome_qpos",
+                    "sink": "cup_monitor_pose",
+                    "duration": 1,
+                    "kwargs": {}
+                }
+            },
+            {
+                "left_arm_go_back": {
+                    "src": "cup_monitor_pose",
+                    "sink": "lhome_qpos",
+                    "duration": 2,
+                    "kwargs": {}
+                }
+            }
+        ],
+        "left_eef": [
+            {
+                "lopen": {
+                    "src": "close",
+                    "sink": "open",
+                    "duration": 10,
+                    "kwargs": {}
+                }
+            }
+        ],
+        "right_eef": [
+            {
+                "ropen": {
+                    "src": "rclose",
+                    "sink": "ropen",
+                    "duration": 10,
+                    "kwargs": {}
+                }
+            }
+        ]
+    },
+    "sync": {
+        "grasp_to_move": {
+            "depend_tasks": [
+                "init_to_monitor"
+            ]
+        }
+    }
+}
\ No newline at end of file
diff --git a/configs/gym/cobotmagic.json b/configs/gym/cobotmagic.json
new file mode 100644
index 00000000..6eef0718
--- /dev/null
+++ b/configs/gym/cobotmagic.json
@@ -0,0 +1,120 @@
+{   
+    "id": "EmbodiedEnv-v1",
+    "max_episodes": 10,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "random_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 2,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_robot": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 5,
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [2, 0, 2],
+                    "target": [0.5, 0, 1]
+                }
+            },
+            "replace_fork": {
+                "func": "replace_assets_from_group",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "fork"},
+                    "folder_path": "TableWare/tableware/fork/"
+                }
+            }
+        }
+    },
+    "sensor": [
+        {
+            "sensor_type": "Camera",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "enable_depth": true,
+            "extrinsics": {
+                "eye": [0.0, 0.0, 1.0],
+                "target": [0.0, 0.0, 0.0]
+            }
+        }
+    ],
+    "robot": {
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.3, 1.2]
+    },
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [0, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "ShopTableSimple/shop_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0
+            },
+            "body_scale": [2, 1.6, 1],
+            "body_type": "kinematic"
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid": "fork",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "TableWare/tableware/fork/standard_fork_scale.ply"
+            },
+            "body_scale": [0.75, 0.75, 1.0],
+            "init_pos": [0.0, 0.0, 1.0]
+        }
+    ],
+    "articulation": [
+        {
+            "fpath": "SlidingBoxDrawer/SlidingBoxDrawer.urdf",
+            "init_pos": [0.5, 0.0, 0.85]
+        }
+    ]
+}
diff --git a/configs/gym/dexforce_w1.json b/configs/gym/dexforce_w1.json
new file mode 100644
index 00000000..42f0f073
--- /dev/null
+++ b/configs/gym/dexforce_w1.json
@@ -0,0 +1,109 @@
+{   
+    "id": "EmbodiedEnv-v1",
+    "max_episodes": 10,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "random_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 2,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [2, 0, 2],
+                    "target": [0.5, 0, 1]
+                }
+            },
+            "replace_fork": {
+                "func": "replace_assets_from_group",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "fork"},
+                    "folder_path": "TableWare/tableware/fork/"
+                }
+            }
+        }
+    },
+    "sensor": [
+        {
+            "sensor_type": "Camera",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "enable_depth": true,
+            "extrinsics": {
+                "eye": [0.0, 0.0, 1.0],
+                "target": [0.0, 0.0, 0.0]
+            }
+        }
+    ],
+    "robot": {
+        "robot_type": "DexforceW1",
+        "init_pos": [0.0, 1.0, 0]
+    },
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [0, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "ShopTableSimple/shop_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0
+            },
+            "body_scale": [2, 1.6, 1],
+            "body_type": "kinematic"
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid": "fork",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "TableWare/tableware/fork/standard_fork_scale.ply"
+            },
+            "body_scale": [0.75, 0.75, 1.0],
+            "init_pos": [0.0, 0.0, 1.0]
+        }
+    ],
+    "articulation": [
+        {
+            "fpath": "SlidingBoxDrawer/SlidingBoxDrawer.urdf",
+            "init_pos": [0.5, 0.0, 0.85]
+        }
+    ]
+}
diff --git a/configs/gym/pour_water/action_config.json b/configs/gym/pour_water/action_config.json
new file mode 100644
index 00000000..42f036a8
--- /dev/null
+++ b/configs/gym/pour_water/action_config.json
@@ -0,0 +1,938 @@
+{
+    "scope": {
+        "right_arm": {
+            "type": "DiGraph",
+            "dim": [
+                6
+            ],
+            "init": {
+                "method": "current_qpos",
+                "init_node_name": "right_arm_init_qpos"
+            },
+            "dtype": "float32"
+        },
+        "left_arm": {
+            "type": "DiGraph",
+            "dim": [
+                6
+            ],
+            "init": {
+                "method": "current_qpos",
+                "init_node_name": "left_arm_init_qpos"
+            },
+            "dtype": "float32"
+        },
+        "left_eef": {
+            "type": "DiGraph",
+            "dim": [
+                1
+            ],
+            "init": {
+                "method": "given_qpos",
+                "kwargs": {
+                    "given_qpos": [
+                        1
+                    ]
+                },
+                "init_node_name": ""
+            },
+            "dtype": "float32"
+        },
+        "right_eef": {
+            "type": "DiGraph",
+            "dim": [
+                1
+            ],
+            "init": {
+                "method": "given_qpos",
+                "kwargs": {
+                    "given_qpos": [
+                        1
+                    ]
+                },
+                "init_node_name": ""
+            },
+            "dtype": "float32"
+        }
+    },
+    "node": {
+        "right_arm": [
+            {
+                "right_arm_init_qpos": {
+                    "name": "generate_affordances_from_src",
+                    "kwargs": {
+                        "affordance_infos": [
+                            {
+                                "src_key": "right_arm_init_qpos",
+                                "dst_key": "right_arm_init_pose",
+                                "valid_funcs_name_kwargs_proc": [
+                                    {
+                                        "name": "no_validation", 
+                                        "kwargs": {},
+                                        "pass_processes": [
+                                            {
+                                                "name": "get_fk_xpos",
+                                                "kwargs": {
+                                                    "control_part": "right_arm", 
+                                                    "fk_func": "env.robot.compute_fk"
+                                                }
+                                            }
+                                        ]
+                                    }
+                                ]
+                            }
+                        ]
+                        
+                    }
+                }
+            },
+            {
+                "right_arm_aim_qpos": {
+                    "name": "generate_right_arm_aim_qpos",
+                    "kwargs": {}
+                }
+            },
+            {
+                "bottle_grasp": {
+                    "name": "generate_affordances_from_src",
+                    "kwargs": {
+                        "affordance_infos": [
+                            {
+                                "src_key": "bottle_pose",
+                                "dst_key": "bottle_grasp_pose",
+                                "valid_funcs_name_kwargs_proc": [
+                                    {
+                                        "name": "no_validation",
+                                        "kwargs": {},
+                                        "pass_processes": [
+                                            {
+                                                "name": "get_rotation_replaced_pose",
+                                                "kwargs": {
+                                                    "rotation_value": "env.affordance_datas['right_arm_aim_qpos'][0]",
+                                                    "rot_axis": "z",
+                                                    "mode": "intrinsic"
+                                                }
+                                            },
+                                            {
+                                                "name": "get_frame_changed_pose",
+                                                "kwargs": {
+                                                    "frame_change_matrix": "env.affordance_datas['bottle_pose']",
+                                                    "mode": "intrinsic",
+                                                    "inverse": true
+                                                }
+                                            },
+                                            {
+                                                "name": "get_frame_changed_pose",
+                                                "kwargs": {
+                                                    "frame_change_matrix": "env.affordance_datas['bottle_grasp_pose']",
+                                                    "mode": "intrinsic"
+                                                }
+                                            }
+                                        ]
+                                    }
+                                ]
+                            },
+                            {
+                                "src_key": "bottle_grasp_pose",
+                                "dst_key": "bottle_pre1_pose",
+                                "valid_funcs_name_kwargs_proc": [
+                                    {
+                                        "name": "no_validation",
+                                        "kwargs": {},
+                                        "pass_processes": [
+                                            {
+                                                "name": "get_offset_pose", 
+                                                "kwargs": {
+                                                    "offset_value": -0.05,
+                                                    "direction": "z",
+                                                    "mode": "intrinsic"
+                                                }
+                                            }                                  
+                                        ]
+                                    }
+                                ]
+                            },
+                            {
+                                "src_key": "bottle_pre1_pose",
+                                "dst_key": "bottle_pre2_pose",
+                                "valid_funcs_name_kwargs_proc": [
+                                    {
+                                        "name": "no_validation",
+                                        "kwargs": {},
+                                        "pass_processes": [
+                                            {
+                                                "name": "get_offset_pose", 
+                                                "kwargs": {
+                                                    "offset_value": -0.05,
+                                                    "direction": "z",
+                                                    "mode": "intrinsic"
+                                                }
+                                            }                                  
+                                        ]
+                                    }
+                                ]
+                            }
+                        ]
+                    }
+                }
+            },
+            {
+                "bottle_pre1_qpos": {
+                    "name": "generate_affordances_from_src",
+                    "kwargs": {
+                        "affordance_infos": [
+                            {
+                                "src_key": "bottle_pre1_pose",
+                                "dst_key": "bottle_pre1_qpos",
+                                "valid_funcs_name_kwargs_proc": [
+                                    {
+                                        "name": "get_ik_ret",
+                                        "kwargs": {
+                                            "ik_func": "env.robot.compute_ik", 
+                                            "qpos_seed": "env.affordance_datas['right_arm_init_qpos']", 
+                                            "control_part": "right_arm"
+                                        },
+                                        "pass_processes": [
+                                            {
+                                                "name": "get_ik_qpos", 
+                                                "kwargs": {
+                                                    "ik_func": "env.robot.compute_ik", 
+                                                    "qpos_seed": "env.affordance_datas['right_arm_init_qpos']", 
+                                                    "control_part": "right_arm"
+                                                }
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "is_qpos_flip",
+                                        "kwargs": {
+                                            "qpos_ref": "env.affordance_datas['right_arm_init_qpos']",
+                                            "qpos_ids": [3, 4], 
+                                            "threshold": 3.455751918948773, 
+                                            "mode": "delta",
+                                            "return_inverse": true
+                                        }
+                                    }
+                                ]
+                            }
+                        ]
+                    }
+                }
+            },
+            {
+                "bottle_grasp_qpos": {
+                    "name": "generate_affordances_from_src",
+                    "kwargs": {
+                        "affordance_infos": [
+                            {
+                                "src_key": "bottle_grasp_pose",
+                                "dst_key": "bottle_grasp_qpos",
+                                "valid_funcs_name_kwargs_proc": [
+                                    {
+                                        "name": "get_ik_ret",
+                                        "kwargs": {
+                                            "ik_func": "env.robot.compute_ik", 
+                                            "qpos_seed": "env.affordance_datas['bottle_pre1_qpos']", 
+                                            "control_part": "right_arm"
+                                        },
+                                        "pass_processes": [
+                                            {
+                                                "name": "get_ik_qpos", 
+                                                "kwargs": {
+                                                    "ik_func": "env.robot.compute_ik", 
+                                                    "qpos_seed": "env.affordance_datas['bottle_pre1_qpos']", 
+                                                    "control_part": "right_arm"
+                                                }
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "is_qpos_flip",
+                                        "kwargs": {
+                                            "qpos_ref": "env.affordance_datas['right_arm_init_qpos']",
+                                            "qpos_ids": [3, 4], 
+                                            "threshold": 3.455751918948773, 
+                                            "mode": "delta",
+                                            "return_inverse": true
+                                        }
+                                    }
+                                ]
+                            }
+                        ]
+                        
+                    }
+                }
+            },
+            {
+                "bottle_up_qpos": {
+                    "name": "generate_affordances_from_src",
+                    "kwargs": {
+                        "affordance_infos": [
+                            {
+                                "src_key": "bottle_grasp_qpos",
+                                "dst_key": "bottle_up_qpos",
+                                "valid_funcs_name_kwargs_proc": [
+                                    {
+                                        "name": "no_validation",
+                                        "kwargs": {},
+                                        "pass_processes": [
+                                            {
+                                                "name": "get_offset_qpos", 
+                                                "kwargs": {
+                                                    "offset_value": -0.05,
+                                                    "joint_list_offset": [1]
+                                                }
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "is_qpos_exceed_new",
+                                        "kwargs": {
+                                            "robot": "env.robot",
+                                            "control_part": "right_arm"
+                                        }
+                                    },
+                                    {
+                                        "name": "is_qpos_flip",
+                                        "kwargs": {
+                                            "qpos_ref": "env.affordance_datas['right_arm_init_qpos']",
+                                            "qpos_ids": [3, 4], 
+                                            "threshold": 3.455751918948773, 
+                                            "mode": "delta",
+                                            "return_inverse": true
+                                        }
+                                    }
+                                ]
+                            }
+                        ]
+                    }
+                }
+            },
+            {
+                "pour_water_start_qpos": {
+                    "name": "generate_affordances_from_src",
+                    "kwargs": {
+                        "affordance_infos": [
+                            {
+                                "src_key": "bottle_grasp_pose",
+                                "dst_key": "pour_water_start_pose",
+                                "valid_funcs_name_kwargs_proc": [
+                                    {
+                                        "name":"no_validation",
+                                        "kwargs": {},
+                                        "pass_processes": [
+                                            {
+                                                "name": "get_replaced_pose", 
+                                                "kwargs": {
+                                                    "pose_replace_value": "env.affordance_datas['cup_pose'][:2,3]",
+                                                    "axis_str_replace": "xy"
+                                                }
+                                            },
+                                            {
+                                                "name": "get_offset_pose", 
+                                                "kwargs": {
+                                                    "offset_value": 0.05,
+                                                    "direction": "x",
+                                                    "mode": "extrinsic"
+                                                }
+                                            },
+                                            {
+                                                "name": "get_offset_pose", 
+                                                "kwargs": {
+                                                    "offset_value": -0.10,
+                                                    "direction": "y",
+                                                    "mode": "extrinsic"
+                                                }
+                                            },
+                                            {
+                                                "name": "get_offset_pose", 
+                                                "kwargs": {
+                                                    "offset_value": 0.125,
+                                                    "direction": "z",
+                                                    "mode": "extrinsic"
+                                                }
+                                            }
+                                        ]
+                                    }
+                                ]
+                            },
+                            {
+                                "src_key": "pour_water_start_pose",
+                                "dst_key": "pour_water_start_qpos",
+                                "valid_funcs_name_kwargs_proc": [
+                                    {
+                                        "name": "get_ik_ret",
+                                        "kwargs": {
+                                            "ik_func": "env.robot.compute_ik", 
+                                            "qpos_seed": "env.affordance_datas['bottle_up_qpos']", 
+                                            "control_part": "right_arm"
+                                        },
+                                        "pass_processes": [
+                                            {
+                                                "name": "get_ik_qpos", 
+                                                "kwargs": {
+                                                    "ik_func": "env.robot.compute_ik", 
+                                                    "qpos_seed": "env.affordance_datas['bottle_up_qpos']", 
+                                                    "control_part": "right_arm"
+                                                }
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "is_qpos_flip",
+                                        "kwargs": {
+                                            "qpos_ref": "env.affordance_datas['right_arm_init_qpos']",
+                                            "qpos_ids": [3, 4], 
+                                            "threshold": 3.455751918948773, 
+                                            "mode": "delta",
+                                            "return_inverse": true
+                                        }
+                                    }
+                                ]
+                            }
+                        ]
+                    }
+                }
+            },
+            {
+                "pour_water_stop_pose": {
+                    "name": "generate_affordances_from_src",
+                    "kwargs": {
+                        "affordance_infos": [
+                            {
+                                "src_key": "pour_water_start_qpos",
+                                "dst_key": "bottle_rotation_qpos",
+                                "valid_funcs_name_kwargs_proc": [
+                                    {
+                                        "name": "no_validation",
+                                        "kwargs": {},
+                                        "pass_processes": [
+                                            {
+                                                "name": "get_offset_qpos", 
+                                                "kwargs": {
+                                                    "offset_value": -75,
+                                                    "joint_list_offset": [5],
+                                                    "degrees": true
+                                                }
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "is_qpos_exceed_new",
+                                        "kwargs": {
+                                            "robot": "env.robot",
+                                            "control_part": "right_arm"
+                                        }
+                                    },
+                                    {
+                                        "name": "is_qpos_flip",
+                                        "kwargs": {
+                                            "qpos_ref": "env.affordance_datas['right_arm_init_qpos']",
+                                            "qpos_ids": [3, 4], 
+                                            "threshold": 3.455751918948773, 
+                                            "mode": "delta",
+                                            "return_inverse": true
+                                        }
+                                    }
+                                ]
+                            },
+                            {
+                                "src_key": "bottle_rotation_qpos",
+                                "dst_key": "pour_water_stop_pose",
+                                "valid_funcs_name_kwargs_proc": [
+                                    {
+                                        "name": "no_validation", 
+                                        "kwargs": {},
+                                        "pass_processes": [
+                                            {
+                                                "name": "get_fk_xpos",
+                                                "kwargs": {
+                                                    "control_part": "right_arm", 
+                                                    "fk_func": "env.robot.compute_fk"
+                                                }
+                                            }
+                                        ]
+                                    }
+                                ]
+                            }
+                        ]
+                    }
+                }
+            },
+            {
+                "bottle_place_pose": {
+                    "name": "generate_affordances_from_src",
+                    "kwargs": {
+                        "affordance_infos": [
+                            {
+                                "src_key": "bottle_grasp_pose",
+                                "dst_key": "bottle_place_pose",
+                                "valid_funcs_name_kwargs_proc": [
+                                    {
+                                        "name":"no_validation",
+                                        "kwargs": {},
+                                        "pass_processes": [
+                                            {
+                                                "name": "get_replaced_pose", 
+                                                "kwargs": {
+                                                    "pose_replace_value": [0.7, -0.1],
+                                                    "axis_str_replace": "xy"
+                                                }
+                                            }
+                                        ]
+                                    }
+                                ]
+                            },
+                            {
+                                "src_key": "bottle_place_pose",
+                                "dst_key": "bottle_place_qpos",
+                                "valid_funcs_name_kwargs_proc": [
+                                    {
+                                        "name": "get_ik_ret",
+                                        "kwargs": {
+                                            "ik_func": "env.robot.compute_ik", 
+                                            "qpos_seed": "env.affordance_datas['pour_water_start_qpos']", 
+                                            "control_part": "right_arm"
+                                        },
+                                        "pass_processes": [
+                                            {
+                                                "name": "get_ik_qpos", 
+                                                "kwargs": {
+                                                    "ik_func": "env.robot.compute_ik", 
+                                                    "qpos_seed": "env.affordance_datas['pour_water_start_qpos']", 
+                                                    "control_part": "right_arm"
+                                                }
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "is_qpos_flip",
+                                        "kwargs": {
+                                            "qpos_ref": "env.affordance_datas['right_arm_init_qpos']",
+                                            "qpos_ids": [3, 4], 
+                                            "threshold": 3.455751918948773, 
+                                            "mode": "delta",
+                                            "return_inverse": true
+                                        }
+                                    }
+                                ]
+                            }
+                        ]
+                    }
+                }
+            },
+            {
+                "bottle_pre_place_qpos": {
+                    "name": "generate_affordances_from_src",
+                    "kwargs": {
+                        "affordance_infos": [
+                            {
+                                "src_key": "bottle_place_qpos",
+                                "dst_key": "bottle_pre_place_qpos",
+                                "valid_funcs_name_kwargs_proc": [
+                                    {
+                                        "name": "no_validation",
+                                        "kwargs": {},
+                                        "pass_processes": [
+                                            {
+                                                "name": "get_offset_qpos", 
+                                                "kwargs":{
+                                                    "offset_value": -0.05,
+                                                    "joint_list_offset": [1]
+                                                }
+                                            }
+                                        ]
+                                    },
+                                    {
+                                        "name": "is_qpos_exceed_new",
+                                        "kwargs": {
+                                            "robot": "env.robot",
+                                            "control_part": "right_arm"
+                                        }
+                                    },
+                                    {
+                                        "name": "is_qpos_flip",
+                                        "kwargs": {
+                                            "qpos_ref": "env.affordance_datas['right_arm_init_qpos']",
+                                            "qpos_ids": [3, 4], 
+                                            "threshold": 3.455751918948773, 
+                                            "mode": "delta",
+                                            "return_inverse": true
+                                        }
+                                    }
+                                ]
+                            }
+                        ]
+                    }
+                }
+            },
+            {
+                "compute_unoffset_for_exp":{
+                    "name": "compute_unoffset_for_exp",
+                    "kwargs": {
+                        "pose_input_output_names_changes": {
+                            "bottle_grasp_pose": {
+                                "output_pose_name":"bottle_grasp_pose_object_unoffset",
+                                "pose_changes": [
+                                    ["framechange_extrinsic_inverse", "env.affordance_datas['bottle_pose']"], 
+                                    ["rotation_z_intrinsic_degrees", 90],
+                                    ["offset_-z_intrinsic", 0.025],
+                                    ["rotation_z_intrinsic_degrees", -90]
+                                ]
+                            },
+                            "bottle_place_pose": {
+                                "output_pose_name":"bottle_place_pose_unoffset",
+                                "pose_changes": [
+                                    ["rotation_z_intrinsic_degrees", 90],
+                                    ["offset_-z_intrinsic", 0.025],
+                                    ["rotation_z_intrinsic_degrees", -90]
+                                ]
+                            },
+                            "pour_water_start_pose": {
+                                "output_pose_name":"pour_water_start_pose_unoffset",
+                                "pose_changes": [
+                                    ["rotation_z_intrinsic_degrees", 90],
+                                    ["offset_-z_intrinsic", 0.025],
+                                    ["rotation_z_intrinsic_degrees", -90]
+                                ]
+                            },
+                            "pour_water_stop_pose": {
+                                "output_pose_name":"pour_water_stop_pose_unoffset",
+                                "pose_changes": [
+                                    ["rotation_z_intrinsic_degrees", 90],
+                                    ["offset_-z_intrinsic", 0.025],
+                                    ["rotation_z_intrinsic_degrees", -90]
+                                ]
+                            }
+                        }
+                    }
+                }
+            }
+        ],
+        "left_arm": [
+            {
+                "left_arm_init_qpos": {
+                    "name": "generate_affordances_from_src",
+                    "kwargs": {
+                        "affordance_infos": [
+                            {
+                                "src_key": "left_arm_init_qpos",
+                                "dst_key": "left_arm_init_pose",
+                                "valid_funcs_name_kwargs_proc": [
+                                    {
+                                        "name": "no_validation", 
+                                        "kwargs": {},
+                                        "pass_processes": [
+                                            {
+                                                "name": "get_fk_xpos",
+                                                "kwargs": {
+                                                    "control_part": "left_arm", 
+                                                    "fk_func": "env.robot.compute_fk"
+                                                }
+                                            }
+                                        ]
+                                    }
+                                ]
+                            }
+                        ]
+                        
+                    }
+                }
+            },
+            {
+                "left_monitor_qpos": {
+                    "name": "generate_affordances_from_src",
+                    "kwargs": {
+                        "affordance_infos": [
+                            {
+                                "src_key": "left_arm_init_qpos",
+                                "dst_key": "left_arm_monitor_qpos",
+                                "valid_funcs_name_kwargs_proc": [
+                                    {
+                                        "name": "no_validation",
+                                        "kwargs": {},
+                                        "pass_processes": [
+                                            {
+                                                "name": "get_replaced_qpos",
+                                                "kwargs": {
+                                                    "replace_value": [-0.6, 1.0, -1.2, 0.0, 0.58, 0.0],
+                                                    "joint_list_replace": [0, 1, 2, 3, 4, 5]
+                                                }
+                                            }
+                                        ]
+                                    }
+                                ]
+                            }
+                        ]
+                    }
+                }
+            }
+        ],
+        "left_eef": [
+            {
+                "open": {
+                    "name": "execute_open",
+                    "kwargs": {}
+                }
+            },
+            {
+                "close": {
+                    "name": "execute_close",
+                    "kwargs": {}
+                }
+            }
+        ],
+        "right_eef": [
+            {
+                "ropen": {
+                    "name": "execute_open",
+                    "kwargs": {}
+                }
+            },
+            {
+                "rclose": {
+                    "name": "execute_close",
+                    "kwargs": {}
+                }
+            }
+        ]
+    },
+    "edge": {
+        "right_arm": [
+            {
+                "init_to_aim": {
+                    "src": "right_arm_init_qpos",
+                    "sink": "right_arm_aim_qpos",
+                    "duration": 10,
+                    "name": "plan_trajectory",
+                    "kwargs": {
+                        "agent_uid": "right_arm",
+                        "keypose_names": [
+                            "right_arm_init_qpos",
+                            "right_arm_aim_qpos"
+                        ]
+                    }
+                }
+            },
+            {
+                "aim_to_pre1": {
+                    "src": "right_arm_aim_qpos",
+                    "sink": "bottle_pre1_qpos",
+                    "duration": 24,
+                    "name": "plan_trajectory",
+                    "kwargs": {
+                        "agent_uid": "right_arm",
+                        "keypose_names": [
+                            "right_arm_aim_qpos",
+                            "bottle_pre1_qpos"
+                        ]
+                    }
+                }
+            },
+            {
+                "pre1_to_grasp": {
+                    "src": "bottle_pre1_qpos",
+                    "sink": "bottle_grasp_qpos",
+                    "duration": 24,
+                    "name": "plan_trajectory",
+                    "kwargs": {
+                        "agent_uid": "right_arm",
+                        "keypose_names": [
+                            "bottle_pre1_qpos",
+                            "bottle_grasp_qpos"
+                        ]
+                    }
+                }
+            },
+            {
+                "grasp_to_up": {
+                    "src": "bottle_grasp_qpos",
+                    "sink": "bottle_up_qpos",
+                    "duration": 4,
+                    "name": "plan_trajectory",
+                    "kwargs": {
+                        "agent_uid": "right_arm",
+                        "keypose_names": [
+                            "bottle_grasp_qpos",
+                            "bottle_up_qpos"
+                        ]
+                    }
+                }
+            },
+            {
+                "up_to_move": {
+                    "src": "bottle_up_qpos",
+                    "sink": "pour_water_start_qpos",
+                    "duration": 20,
+                    "name": "plan_trajectory",
+                    "kwargs": {
+                        "agent_uid": "right_arm",
+                        "keypose_names": [
+                            "bottle_up_qpos",
+                            "pour_water_start_qpos"
+                        ]
+                    }
+                }
+            },
+            {
+                "move_to_rotation": {
+                    "src": "pour_water_start_qpos",
+                    "sink": "bottle_rotation_qpos",
+                    "duration": 24,
+                    "name": "plan_trajectory",
+                    "kwargs": {
+                        "agent_uid": "right_arm",
+                        "keypose_names": [
+                            "pour_water_start_qpos",
+                            "bottle_rotation_qpos"
+                        ]
+                    }
+                }
+            },
+            {
+                "rotation_back_to_move": {
+                    "src": "bottle_rotation_qpos",
+                    "sink": "pour_water_start_qpos",
+                    "duration": 24,
+                    "name": "plan_trajectory",
+                    "kwargs": {
+                        "agent_uid": "right_arm",
+                        "keypose_names": [
+                            "bottle_rotation_qpos",
+                            "pour_water_start_qpos"
+                        ]
+                    }
+                }
+            },
+            {
+                "move_back_to_pre_place": {
+                    "src": "pour_water_start_qpos",
+                    "sink": "bottle_pre_place_qpos",
+                    "duration": 20,
+                    "name": "plan_trajectory",
+                    "kwargs": {
+                        "agent_uid": "right_arm",
+                        "keypose_names": [
+                            "pour_water_start_qpos",
+                            "bottle_pre_place_qpos"
+                        ]
+                    }
+                }
+            },
+            {
+                "pre_place_back_to_place": {
+                    "src": "bottle_pre_place_qpos",
+                    "sink": "bottle_place_qpos",
+                    "duration": 4,
+                    "name": "plan_trajectory",
+                    "kwargs": {
+                        "agent_uid": "right_arm",
+                        "keypose_names": [
+                            "bottle_pre_place_qpos",
+                            "bottle_place_qpos"
+                        ]
+                    }
+                }
+            },
+            {
+                "place_back_to_init": {
+                    "src": "bottle_place_qpos",
+                    "sink": "right_arm_init_qpos",
+                    "duration": 24,
+                    "name": "plan_trajectory",
+                    "kwargs": {
+                        "agent_uid": "right_arm",
+                        "keypose_names": [
+                            "bottle_place_qpos",
+                            "right_arm_init_qpos"
+                        ]
+                    }
+                }
+            }
+        ],
+        "left_arm": [
+            {
+                "left_init_to_monitor": {
+                    "src": "left_arm_init_qpos",
+                    "sink": "left_monitor_qpos",
+                    "duration": 15,
+                    "name": "plan_trajectory",
+                    "kwargs": {
+                        "agent_uid": "left_arm",
+                        "keypose_names": [
+                            "left_arm_init_qpos",
+                            "left_arm_monitor_qpos"
+                        ]
+                    }
+                }
+            },
+            {
+                "left_arm_go_back": {
+                    "src": "left_monitor_qpos",
+                    "sink": "left_arm_init_qpos",
+                    "duration": 15,
+                    "kwargs": {}
+                }
+            }
+        ],
+        "left_eef": [],
+        "right_eef": [
+            {
+                "rclose0": {
+                    "src": "ropen",
+                    "sink": "rclose",
+                    "duration": 11,
+                    "name": "execute_close",
+                    "kwargs": {
+                        "return_action": true,
+                        "expand": true
+                    }
+                }
+            },
+            {
+                "ropen0": {
+                    "src": "rclose",
+                    "sink": "ropen",
+                    "duration": 11,
+                    "name": "execute_open",
+                    "kwargs": {
+                        "return_action": true,
+                        "expand": true
+                    }
+                }
+            }
+        ]
+    },
+    "sync": {
+        "rclose0": {
+            "depend_tasks": [
+                "pre1_to_grasp"
+            ]
+        },
+        "grasp_to_up": {
+            "depend_tasks": [
+                "rclose0"
+            ]
+        },
+        "ropen0": {
+            "depend_tasks": [
+                "pre_place_back_to_place"
+            ]
+        },
+        "place_back_to_init": {
+            "depend_tasks": [
+                "ropen0"
+            ]
+        },
+        "left_arm_go_back": {
+            "depend_tasks": [
+                "ropen0"
+            ]
+        }
+    },
+    "misc": {
+        "vis_graph": false,
+        "vis_gantt": false,
+        "warpping": true
+    }
+}
diff --git a/configs/gym/pour_water/gym_config.json b/configs/gym/pour_water/gym_config.json
new file mode 100644
index 00000000..4207f438
--- /dev/null
+++ b/configs/gym/pour_water/gym_config.json
@@ -0,0 +1,459 @@
+{   
+    "id": "PourWater-v3",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_bottle_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "bottle"},
+                    "position_range": [[-0.08, -0.12, 0.0], [0.08, 0.04, 0.0]],
+                    "relative_position": true                
+                }
+            },
+            "init_cup_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cup"},
+                    "position_range": [[-0.08, -0.04, 0.0], [0.08, 0.12, 0.0]],
+                    "relative_position": true                
+                }
+            },
+            "prepare_extra_attr": {
+                "func": "prepare_extra_attr",
+                "mode": "reset",
+                "params": {
+                    "attrs": [
+                        {
+                            "name": "object_lengths",
+                            "mode": "callable",
+                            "entity_uids": "all_objects",
+                            "func_name": "compute_object_length",
+                            "func_kwargs": {
+                                "is_svd_frame": true,
+                                "sample_points": 5000
+                            }
+                        },
+                        {
+                            "name": "grasp_pose_object",
+                            "mode": "static",
+                            "entity_cfg": {
+                                "uid": "bottle"
+                            },
+                            "value": [[
+                                    [0.32243,  0.03245,  0.94604,  0.025],
+                                    [0.00706, -0.99947,  0.03188, -0.0  ],
+                                    [0.94657, -0.0036 , -0.32249,  0.0  ],
+                                    [0.0    ,  0.0    ,  0.0    ,  1.0  ]
+                            ]]
+                        },
+                        {
+                            "name": "left_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "left_arm_base",
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "name": "right_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "right_arm_base",
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "register_info_to_env": {
+                "func": "register_info_to_env",
+                "mode": "reset",
+                "params": {
+                    "registry": [
+                        {
+                            "entity_cfg": {
+                                "uid": "bottle"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "cup"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["left_arm"]
+                            },
+                            "attrs": ["left_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "cup",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["right_arm"]
+                            },
+                            "attrs": ["right_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "bottle",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        }
+                    ],
+                    "registration": "affordance_datas",
+                    "sim_update": true
+                }
+            },
+            "random_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 2,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_robot_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 5,
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_camera_intrinsics": {
+                "func": "randomize_camera_intrinsics",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "focal_x_range": [-50, 50],
+                    "focal_y_range": [-50, 50]
+                }
+            },
+            "random_robot_init_eef_pose": {
+                "func": "randomize_robot_eef_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
+                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [2, 0, 2],
+                    "target": [0.5, 0, 1]
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "bottle_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "bottle_pose",
+                "params": {
+                    "entity_cfg": {"uid": "bottle"}
+                }
+            },
+            "cup_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "cup_pose",
+                "params": {
+                    "entity_cfg": {"uid": "cup"}
+                }
+            },
+            "cam_high_semantic_mask_l": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["bottle", "cup"]
+                }
+            },
+            "cam_high_semantic_mask_r": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_r",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["bottle", "cup"],
+                    "is_right": true
+                }
+            },
+            "cam_left_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_left_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_left_wrist"},
+                    "foreground_uids": ["bottle", "cup"]
+                }
+            },
+            "cam_right_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_right_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_right_wrist"},
+                    "foreground_uids": ["bottle", "cup"]
+                }
+            },
+            "exteroception": {
+                "func": "compute_exteroception",
+                "mode": "add",
+                "name": "exteroception",
+                "params": {
+                    "descriptor": {
+                        "all_sensors": [
+                            {
+                                "type": "robot",
+                                "control_part": "left_arm",
+                                "offset": [0.0, 0.0, 0.025],
+                                "follow_eef": true
+                            },
+                            {
+                                "type": "robot",
+                                "control_part": "right_arm",
+                                "offset": [0.0, 0.0, 0.025],
+                                "follow_eef": true
+                            },
+                            {
+                                "type": "affordance",
+                                "obj_uid": "bottle",
+                                "key": "bottle_grasp_pose_object_unoffset",
+                                "is_arena_coord": false,
+                                "follow_eef": "right_eef"
+                            },
+                            {
+                                "type": "affordance",
+                                "obj_uid": "bottle",
+                                "key": "pour_water_start_pose_unoffset",
+                                "is_arena_coord": true,
+                                "follow_eef": "right_eef"
+                            },
+                            {
+                                "type": "affordance",
+                                "obj_uid": "bottle",
+                                "key": "pour_water_stop_pose_unoffset",
+                                "is_arena_coord": true,
+                                "follow_eef": "right_eef"
+                            },
+                            {
+                                "type": "affordance",
+                                "obj_uid": "bottle",
+                                "key": "bottle_place_pose_unoffset",
+                                "is_arena_coord": true
+                            }
+                        ]
+                    },
+                    "x_interval": 0.02,
+                    "y_interval": 0.05,
+                    "kpnts_number": 2,
+                    "groups": 6
+                }
+            }
+        },
+        "dataset": {
+            "instruction": {
+                "lang": "Pour water from the bottle into the mug."
+            },
+            "robot_meta": {
+                "arm_dofs": 12,
+                "control_freq": 25,
+                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
+                "observation": {
+                    "vision": {
+                        "cam_high": ["mask", "exteroception"], 
+                        "cam_right_wrist": ["mask", "exteroception"], 
+                        "cam_left_wrist": ["mask", "exteroception"]
+                    },
+                    "states": ["qpos"],
+                    "exteroception": ["cam_high", "cam_right_wrist", "cam_left_wrist"]
+                },
+                "min_len_steps": 5
+            }
+        },
+        "success_params": {
+            "strict": false
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
+                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
+                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"cup",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "PaperCup/paper_cup.ply"
+            },
+            "attrs" : {
+                "mass": 0.01,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "restitution": 0.01,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters":8
+            },
+            "init_pos": [0.75, 0.1, 0.9],
+            "body_scale":[0.75, 0.75, 1.0],
+            "max_convex_hull_num": 8
+        },
+        {
+            "uid":"bottle",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "ScannedBottle/kashijia_processed.ply"
+            },
+            "attrs" : {
+                "mass": 0.01,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "restitution": 0.01,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters":8
+            },
+            "init_pos": [0.75, -0.1, 0.932],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 8
+        }
+    ]
+}
\ No newline at end of file
diff --git a/configs/gym/real2sim/reality_config_PourWaterW1Single_v3.json b/configs/gym/real2sim/reality_config_PourWaterW1Single_v3.json
new file mode 100644
index 00000000..e7801584
--- /dev/null
+++ b/configs/gym/real2sim/reality_config_PourWaterW1Single_v3.json
@@ -0,0 +1,582 @@
+{
+    "id": "pour_water_single_real2sim",
+    "max_episodes": 10,
+    "env": {
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [7, 15]
+                }
+            },
+            "bottle_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "bottle_pose",
+                "params": {
+                    "entity_cfg": {"uid": "bottle"}
+                }
+            },
+            "cup_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "cup_pose",
+                "params": {
+                    "entity_cfg": {"uid": "cup"}
+                }
+            },
+            "cam_high_semantic_mask_l": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["bottle", "cup"]
+                }
+            },
+            "cam_high_semantic_mask_r": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_r",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["bottle", "cup"],
+                    "is_right": true
+                }
+            },
+            "cam_left_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_left_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_left_wrist"},
+                    "foreground_uids": ["bottle", "cup"]
+                }
+            },
+            "cam_right_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_right_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_right_wrist"},
+                    "foreground_uids": ["bottle", "cup"]
+                }
+            },
+            "exteroception": {
+                "func": "compute_exteroception",
+                "mode": "add",
+                "name": "exteroception",
+                "params": {
+                    "descriptor": {
+                        "cam_high": [
+                            {
+                                "type": "robot",
+                                "control_part": "left_arm"
+                            },
+                            {
+                                "type": "robot",
+                                "control_part": "right_arm"
+                            }
+                        ]
+                    },
+                    "x_interval": 0.02,
+                    "y_interval": 0.05,
+                    "kpnts_number": 2,
+                    "groups": 2
+                }
+            }
+        },
+        "dataset": {
+            "dir_path": "",
+            "instruction": {
+                "lang": "Pour water from the bottle into the cup."
+            },
+            "robot_meta": {
+                "arm_dofs": 14,
+                "control_freq": 25,
+                "qpos_to_control": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 11, 12, 13, 14],
+                "observation": {
+                    "vision": {
+                        "cam_high": ["mask"], 
+                        "cam_right_wrist": ["mask"], 
+                        "cam_left_wrist": ["mask"]
+                    },
+                    "proprioception": ["qpos"],
+                    "exteroception": ["cam_high", "cam_right_wrist", "cam_left_wrist"]
+                },
+                "action": "qpos_with_eef_pose",
+                "min_len_steps": 30
+            }
+        },
+        "success_params": {
+            "strict": false
+        }
+    },
+    "robot": {
+        "uid": "dexforce_w1",
+        "init_pos": [0.14, 0.0, 0.04],
+        "init_qpos": [0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.57923,0.0,-1.57003,-1.2,0.4,0.0,0.0,0.57923,0.0,1.57003,1.2,-0.4,0.0,2.5,0.0,0.0,0.0,0.0,0.0,2.5,0.0,0.0,0.0,0.0,0.0],
+        "solver_cfg": {
+            "left_arm": {
+                "ik_nearest_weight": [5, 5, 1, 5, 1, 1, 1]
+            },
+            "right_arm": {
+                "ik_nearest_weight": [5, 5, 1, 5, 1, 1, 1],
+                "tcp": [[ 1.0  ,  0.0  ,  0.0  ,  0.0  ],
+                        [ 0.0  ,  0.0  , -1.0  , -0.04],
+                        [ 0.0  ,  1.0  ,  0.0  ,  0.14],
+                        [ 0.0  ,  0.0  ,  0.0  ,  1.0  ]]
+            }
+        }
+    },
+    "sensor": [
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "sensor_name": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "intrinsics": [487.39422607421875, 487.39422607421875, 320.3005676269531, 210.7530517578125],
+            "enable_mask": true,
+            "attach_link": "left_ee",
+            "attach_xpos": [
+                [ 0.70711, -0.40558,  0.57923,  0.09   ],
+                [-0.0     , -0.81915, -0.57358, -0.05   ],
+                [ 0.70711,  0.40558, -0.57923,  0.04   ],
+                [ 0.0     ,  0.0     ,  0.0     ,  1.0     ]
+            ],
+            "set_near": 0.005,
+            "set_far": 50
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "sensor_name": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "enable_mask": true,
+            "attach_link": "right_ee",
+            "attach_xpos": [
+                [-0.70711, -0.40558,  0.57923,  0.09   ],
+                [-0.0     ,  0.81915,  0.57358,  0.05   ],
+                [-0.70711,  0.40558, -0.57923,  0.04   ],
+                [ 0.0     ,  0.0     ,  0.0     ,  1.0     ]
+            ],
+            "set_near": 0.005,
+            "set_far": 50
+        },
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "sensor_name": "cam_high",
+            "width": 960,
+            "height": 540,
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "enable_mask": true,
+            "enable_depth": true,
+            "relativate_T": [
+                [
+                    0.99996440327,
+                    0.000856048544,
+                    0.008394008265,
+                    0.059684025824163614
+                ],
+                [
+                    -0.00085599875,
+                    0.999999633588,
+                    -9.524764e-06,
+                    1.064844737251626e-05
+                ],
+                [
+                    -0.008394013343,
+                    2.339165e-06,
+                    0.999964769647,
+                    0.0002219304982263564
+                ],
+                [
+                    0,
+                    0,
+                    0,
+                    1
+                ]
+            ],
+            "set_near": 0.005,
+            "set_far": 50,
+            "camera_position": [
+                0.35368482807598,
+                0.014695524383058989,
+                1.4517046071614774
+            ],
+            "camera_look_at": [
+                0.7186357573287919,
+                -0.054534732904795505,
+                0.5232553674540066
+            ],
+            "up_vector": [
+                0.9306678549330372,
+                -0.0005600064212467153,
+                0.3658647703553347
+            ]
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 100,
+                "init_pos": [0, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": { "shape_type": "Mesh", "fpath": "static_scenes/static_scene_3/circle_table_simple.ply", "compute_uv": false },
+            "body_scale": [1.0, 0.8, 0.8],
+            "init_local_pose": [
+                [2.220446049250313e-16, 0.0, 1.0, 0.7],
+                [0.0, 1.0, 0.0, 0.0],
+                [-1.0, 0.0, 2.220446049250313e-16, 0.92],
+                [0.0, 0.0, 0.0, 1.0]
+            ],
+            "body_type": "kinematic",
+            "max_convex_hull_num": 1
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid": "bottle",
+            "shape": { "shape_type": "Mesh", "fpath": "objects/object_6/xingbake_processed.ply" },
+            "attrs": {
+                "mass": 0.005,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "restitution": 0.1,
+                "max_depenetration_velocity": 1e1
+            },
+            "body_scale": [1, 1, 1],
+            "init_local_pose": [
+                [1.0, 0.0, 0.0, 0.59013],
+                [0.0, 1.0, 0.0, -0.02475],
+                [0.0, 0.0, 1.0, 1.06664],
+                [0.0, 0.0, 0.0, 1.0]
+            ],
+            "max_convex_hull_num": 8
+        },
+        {
+            "uid": "cup",
+            "shape": { "shape_type": "Mesh", "fpath": "objects/object_7/paper_cup.ply" },
+            "attrs": {
+                "mass": 0.005,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "restitution": 0.1,
+                "max_depenetration_velocity": 1e1
+            },
+            "body_scale": [0.75, 0.75, 1.0],
+            "init_local_pose": [
+                [0.9986, -0.00476, 0.05268, 0.66128],
+                [0.01116, 0.99248, -0.12189, 0.1],
+                [-0.0517, 0.12231, 0.99114, 1.0],
+                [0.0, 0.0, 0.0, 1.0]
+            ],
+            "max_convex_hull_num": 8
+        }
+    ],
+    "task": {
+        "name": "pour_water_single",
+        "data": {
+            "0": {
+                "trajectory": {
+                    "path": "demo1",
+                    "sample_ratio": 0.1,
+                    "scope": {
+                        "right_arm": [
+                            8,
+                            9,
+                            10,
+                            11,
+                            12,
+                            13,
+                            14
+                        ],
+                        "left_arm": [
+                            0,
+                            1,
+                            2,
+                            3,
+                            4,
+                            5,
+                            6
+                        ],
+                        "left_eef": [
+                            7
+                        ],
+                        "right_eef": [
+                            15
+                        ]
+                    }
+                },
+                "node": {
+                    "right_arm": [
+                        {
+                            "0": {
+                                "affordance_name": "grasp_qpos",
+                                "master": "",
+                                "slaver": "bottle",
+                                "timestep": 122,
+                                "mimicable": true,
+                                "trajectory": {
+                                    "name": "load_trajectory",
+                                    "kwargs": {}
+                                }
+                            },
+                            "1": {
+                                "affordance_name": "after_pour_qpos",
+                                "master": "bottle",
+                                "slaver": "",
+                                "timestep": 436,
+                                "trajectory": {
+                                    "name": "load_trajectory",
+                                    "kwargs": {}
+                                }
+                            },
+                            "3": {
+                                "affordance_name": "place_qpos",
+                                "master": "bottle",
+                                "slaver": "",
+                                "timestep": 502,
+                                "trajectory": {
+                                    "name": "load_trajectory",
+                                    "kwargs": {}
+                                }
+                            },
+                            "4": {
+                                "affordance_name": "pour_qpos",
+                                "master": "bottle",
+                                "slaver": "cup",
+                                "timestep": 327,
+                                "trajectory": {
+                                    "name": "load_trajectory",
+                                    "kwargs": {}
+                                }
+                            },
+                            "5": {
+                                "affordance_name": "before_pour_qpos",
+                                "master": "bottle",
+                                "slaver": "",
+                                "timestep": 207,
+                                "trajectory": {
+                                    "name": "load_trajectory",
+                                    "kwargs": {}
+                                }
+                            }
+                        }
+                    ],
+                    "left_arm": [],
+                    "right_eef": [
+                        {   
+                            "0": {
+                                "affordance_name": "right_close",
+                                "master": "",
+                                "slaver": "bottle",
+                                "timestep": 123,
+                                "mimicable": false,
+                                "duration": 20,
+                                "trajectory": {
+                                    "name": "execute_close",
+                                    "kwargs": {}
+                                }
+                            },
+                            "1": {
+                                "affordance_name": "right_open",
+                                "master": "",
+                                "slaver": "bottle",
+                                "timestep": 502,
+                                "mimicable": false,
+                                "duration": 20,
+                                "trajectory": {
+                                    "name": "execute_open",
+                                    "kwargs": {}
+                                }
+                            }
+
+                        }
+                    ],
+                    "left_eef": []
+                },
+                "sync": {
+                    "right_eefhand_init_qpos": {
+                        "depend_tasks": [
+                            "grasp_qpos"
+                        ]
+                    },
+                    "grasp_qpos": {
+                        "depend_tasks": [
+                            "right_close"
+                        ]
+                    },
+                    "right_close": {
+                        "depend_tasks": [
+                            "place_qpos"
+                        ]
+                    },
+                    "place_qpos": {
+                        "depend_tasks": [
+                            "right_open"
+                        ]
+                    }
+                }
+            },
+            "1": {
+                "trajectory": {
+                    "path": "demo2",
+                    "sample_ratio": 0.1,
+                    "scope": {
+                        "right_arm": [
+                            8,
+                            9,
+                            10,
+                            11,
+                            12,
+                            13,
+                            14
+                        ],
+                        "left_arm": [
+                            0,
+                            1,
+                            2,
+                            3,
+                            4,
+                            5,
+                            6
+                        ],
+                        "left_eef": [
+                            7
+                        ],
+                        "right_eef": [
+                            15
+                        ]
+                    }
+                },
+                "node": {
+                    "right_arm": [
+                        {
+                            "0": {
+                                "affordance_name": "grasp_qpos",
+                                "master": "",
+                                "slaver": "bottle",
+                                "timestep": 163,
+                                "mimicable": true,
+                                "trajectory": {
+                                    "name": "load_trajectory",
+                                    "kwargs": {}
+                                }
+                            },
+                            "1": {
+                                "affordance_name": "pour_qpos",
+                                "master": "bottle",
+                                "slaver": "cup",
+                                "timestep": 400,
+                                "trajectory": {
+                                    "name": "load_trajectory",
+                                    "kwargs": {}
+                                }
+                            },
+                            "3": {
+                                "affordance_name": "place_qpos",
+                                "master": "bottle",
+                                "slaver": "",
+                                "timestep": 692,
+                                "trajectory": {
+                                    "name": "load_trajectory",
+                                    "kwargs": {}
+                                }
+                            },
+                            "4": {
+                                "affordance_name": "after_pour_qpos",
+                                "master": "bottle",
+                                "slaver": "",
+                                "timestep": 532,
+                                "trajectory": {
+                                    "name": "load_trajectory",
+                                    "kwargs": {}
+                                }
+                            },
+                            "5": {
+                                "affordance_name": "before_pour_qpos",
+                                "master": "bottle",
+                                "slaver": "",
+                                "timestep": 232,
+                                "trajectory": {
+                                    "name": "load_trajectory",
+                                    "kwargs": {}
+                                }
+                            }
+                        }
+                    ],
+                    "left_arm": [],
+                    "right_eef": [
+                        {   
+                            "0": {
+                                "affordance_name": "right_close",
+                                "master": "",
+                                "slaver": "bottle",
+                                "timestep": 210,
+                                "mimicable": false,
+                                "duration": 20,
+                                "trajectory": {
+                                    "name": "execute_close",
+                                    "kwargs": {}
+                                }
+                            },
+                            "1": {
+                                "affordance_name": "right_open",
+                                "master": "",
+                                "slaver": "bottle",
+                                "timestep": 692,
+                                "mimicable": false,
+                                "duration": 20,
+                                "trajectory": {
+                                    "name": "execute_open",
+                                    "kwargs": {}
+                                }
+                            }
+
+                        }
+                    ],
+                    "left_eef": []
+                },
+                "sync": {
+                    "right_eefhand_init_qpos": {
+                        "depend_tasks": [
+                            "grasp_qpos"
+                        ]
+                    },
+                    "grasp_qpos": {
+                        "depend_tasks": [
+                            "right_close"
+                        ]
+                    },
+                    "right_close": {
+                        "depend_tasks": [
+                            "place_qpos"
+                        ]
+                    },
+                    "place_qpos": {
+                        "depend_tasks": [
+                            "right_open"
+                        ]
+                    }
+                }
+            }
+        }
+    }
+}
diff --git a/configs/gym/scoop_ice/gym_config.json b/configs/gym/scoop_ice/gym_config.json
new file mode 100644
index 00000000..eed397ac
--- /dev/null
+++ b/configs/gym/scoop_ice/gym_config.json
@@ -0,0 +1,254 @@
+{   
+    "id": "ScoopIce-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "drop_ice":{
+                "func": "drop_rigid_object_group_sequentially",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "ice_cubes"},
+                    "drop_position": [0.5, -0.05, 1.0],
+                    "position_range": [[-0.12, -0.12, 0], [0.12, 0.12, 0]],
+                    "physics_step": 10
+                } 
+            },
+            "init_scoop_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "scoop"},
+                    "position_range": [[0.45, -0.27, 1.05], [0.45, -0.27, 1.05]],
+                    "rotation_range": [[30, -25, 180], [30, -25, 180]],
+                    "relative_position": false,
+                    "relative_rotation": false
+                }
+            },
+            "init_cup_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "paper_cup"},
+                    "position_range": [[0.455, 0.112, 1.05], [0.455, 0.112, 1.05]],
+                    "rotation_range": [[0, 0, 0], [0, 0, 0]],
+                    "relative_position": false,
+                    "relative_rotation": false
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [0, -1, 2],
+                    "target": [0.5, 0, 1]
+                }
+            }
+        },
+        "dataset": {
+            "instruction": {
+                "lang": "Scoop ice."
+            },
+            "robot_meta": {
+                "arm_dofs": 14,
+                "control_freq": 25,
+                "qpos_to_control": [6, 8, 10, 12, 14, 16, 18, 24, 7, 9, 11, 13, 15, 17, 19, 29],
+                "observation": {
+                    "vision": {
+                        "cam_high": [], 
+                        "cam_right_wrist": [], 
+                        "cam_left_wrist": []
+                    },
+                    "states": ["qpos"]
+                },
+                "min_len_steps": 10
+            }
+        }
+    },
+    "robot": {
+        "robot_type": "DexforceW1",
+        "init_pos": [0.0, 0.0, 0],
+        "init_qpos":[
+            0.42241, -1.11061,  0.55116,  0.01815,  0.00002, -0.43273,
+            -0.30339,  0.2412 , -1.20074,  0.72621,  0.40264, -0.41044,
+            -1.34341,  1.27664, -0.42869, -0.30873, -0.23608,  0.54272,
+            -0.12095, -0.16959,  0.00011,  0.00002,  0.00009,  0.00003,
+            1.50006,  0.30045,  0.30028,  0.30051,  0.30037,  0.90003,
+            0.23262,  0.24298,  0.22003,  0.19901, -0      ,  0.59305,
+            0.6033 ,  0.58056,  0.55942,  0.29999
+        ],
+        "solver_cfg": {
+            "left_arm": {
+                "class_type": "PytorchSolver",
+                "end_link_name": "left_ee",
+                "root_link_name": "left_arm_base",
+                "tcp": 
+                    [
+                        [-1.0, 0.0, 0.0, 0.012],
+                        [0.0, 0.0, 1.0, 0.0675],
+                        [0.0, 1.0, 0.0, 0.127],
+                        [0.0, 0.0, 0.0, 1.0]
+                    ]
+            },
+            "right_arm": {
+                "class_type": "PytorchSolver",
+                "end_link_name": "right_ee",
+                "root_link_name": "right_arm_base",
+                "tcp": 
+                    [
+                        [1.0, 0.0, 0.0, 0.012],
+                        [0.0, 0.0, -1.0, -0.0675],
+                        [0.0, 1.0, 0.0, 0.127],
+                        [0.0, 0.0, 0.0, 1.0]
+                    ]
+            }
+        }
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "parent": "eyes"
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 360,
+            "enable_mask": true,
+            "intrinsics": [337.0, 325.0, 320.0, 180.0],
+            "extrinsics": {
+                "parent": "right_ee",
+                "pos": [0.09, 0.05, 0.04],
+                "quat": [0.36497168, -0.11507513,  0.88111957,  0.27781593]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 360,
+            "enable_mask": true,
+            "intrinsics": [337.0, 325.0, 320.0, 180.0],
+            "extrinsics": {
+                "parent": "left_ee",
+                "pos": [0.09, -0.05, 0.04],
+                "quat": [0.27781593, 0.88111957, -0.11507513, 0.36497168]
+            }
+        }
+    ],
+    "light": {
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 1.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.05
+            },
+            "body_type": "kinematic",
+            "init_pos": [0.80, 0, 0.54],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid": "scoop",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "ScoopIceNewEnv/scoop.ply"
+            },
+            "attrs" : {
+                "mass": 0.5,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "max_convex_hull_num": 8,
+            "init_pos": [0, 10, 10]
+        },
+        {
+            "uid": "paper_cup",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "PaperCup/paper_cup.ply"
+            },
+            "attrs" : {
+                "mass": 0.5,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "max_convex_hull_num": 16,
+            "init_pos": [0, 10, 10]
+        }
+    ],
+    "rigid_object_group": [
+        {
+            "uid": "ice_cubes",
+            "max_num": 300,
+            "folder_path": "ScoopIceNewEnv/ice_mesh_small",
+            "ext": ".obj",
+            "rigid_objects": {
+                "obj": {
+                    "attrs" : {
+                        "mass": 0.004,
+                        "contact_offset": 0.001,
+                        "rest_offset": 0,
+                        "dynamic_friction": 0.05,
+                        "static_friction": 0.1,
+                        "restitution": 0.00,
+                        "min_position_iters": 32,
+                        "min_velocity_iters": 8,
+                        "max_depenetration_velocity": 1.0
+                    },
+                    "shape": {
+                        "shape_type": "Mesh"
+                    },
+                    "init_pos": [0, 0, 2],
+                    "body_scale": [1.0, 1.0, 1.0]
+                }
+            }
+        }
+    ],
+    "articulation": [
+        {
+            "uid": "container",
+            "fpath": "ScoopIceNewEnv/IceContainer/ice_container.urdf",
+            "init_pos": [0.635, -0.04, 0.94],
+            "init_rot": [0, 0, -80],
+            "attrs": {
+                "mass": 1.0,
+                "dynamic_friction": 0.05,
+                "static_friction": 0.1,
+                "max_depenetration_velocity": 1.0
+            },
+            "drive_pros": {
+                "stiffness": 1.0,
+                "damping": 0.1,
+                "max_effort": 100.0
+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/docs/Makefile b/docs/Makefile
new file mode 100644
index 00000000..864eb2a7
--- /dev/null
+++ b/docs/Makefile
@@ -0,0 +1,21 @@
+# Minimal makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line, and also
+# from the environment for the first two.
+SPHINXOPTS    ?=
+SPHINXBUILD   ?= sphinx-build
+SOURCEDIR     = source
+BUILDDIR      = build
+
+# Put it first so that "make" without argument is like "make help".
+help:
+	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+
+.PHONY: help Makefile
+
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+	@rm -rf "$(BUILDDIR)"
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
diff --git a/docs/make.bat b/docs/make.bat
new file mode 100644
index 00000000..747ffb7b
--- /dev/null
+++ b/docs/make.bat
@@ -0,0 +1,35 @@
+@ECHO OFF
+
+pushd %~dp0
+
+REM Command file for Sphinx documentation
+
+if "%SPHINXBUILD%" == "" (
+	set SPHINXBUILD=sphinx-build
+)
+set SOURCEDIR=source
+set BUILDDIR=build
+
+%SPHINXBUILD% >NUL 2>NUL
+if errorlevel 9009 (
+	echo.
+	echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
+	echo.installed, then set the SPHINXBUILD environment variable to point
+	echo.to the full path of the 'sphinx-build' executable. Alternatively you
+	echo.may add the Sphinx directory to PATH.
+	echo.
+	echo.If you don't have Sphinx installed, grab it from
+	echo.https://www.sphinx-doc.org/
+	exit /b 1
+)
+
+if "%1" == "" goto help
+
+%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+goto end
+
+:help
+%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+
+:end
+popd
diff --git a/docs/requirements.txt b/docs/requirements.txt
new file mode 100644
index 00000000..cacbd083
--- /dev/null
+++ b/docs/requirements.txt
@@ -0,0 +1,9 @@
+sphinx>=4.0
+sphinx-book-theme>=0.3.0
+sphinx-tabs
+sphinx-copybutton
+myst-parser
+sphinx-autosummary-accessors
+sphinxcontrib-bibtex
+sphinx-design
+sphinx_autodoc_typehints
diff --git a/docs/source/_templates/module.rst b/docs/source/_templates/module.rst
new file mode 100644
index 00000000..b3160842
--- /dev/null
+++ b/docs/source/_templates/module.rst
@@ -0,0 +1,58 @@
+{{ fullname | escape | underline}}
+
+.. automodule:: {{ fullname }}
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+   {% block modules %}
+   {% if modules %}
+   .. rubric:: Modules
+
+   .. autosummary::
+      :toctree:
+      :template: module.rst
+   {% for item in modules %}
+      {{ item }}
+   {%- endfor %}
+   {% endif %}
+   {% endblock %}
+
+   {% block classes %}
+   {% if classes %}
+   .. rubric:: Classes
+
+   .. autosummary::
+      :toctree:
+      :template: class.rst
+   {% for item in classes %}
+      {{ item }}
+   {%- endfor %}
+   {% endif %}
+   {% endblock %}
+
+   {% block functions %}
+   {% if functions %}
+   .. rubric:: Functions
+
+   .. autosummary::
+      :toctree:
+      :template: function.rst
+   {% for item in functions %}
+      {{ item }}
+   {%- endfor %}
+   {% endif %}
+   {% endblock %}
+
+   {% block exceptions %}
+   {% if exceptions %}
+   .. rubric:: Exceptions
+
+   .. autosummary::
+      :toctree:
+      :template: class.rst
+   {% for item in exceptions %}
+      {{ item }}
+   {%- endfor %}
+   {% endif %}
+   {% endblock %}
diff --git a/docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kernels.reshape_tiled_image.rst b/docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kernels.reshape_tiled_image.rst
new file mode 100644
index 00000000..510de4bd
--- /dev/null
+++ b/docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kernels.reshape_tiled_image.rst
@@ -0,0 +1,6 @@
+embodichain.utils.warp.kernels.reshape\_tiled\_image
+====================================================
+
+.. currentmodule:: embodichain.utils.warp.kernels
+
+.. autodata:: reshape_tiled_image
\ No newline at end of file
diff --git a/docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kernels.rst b/docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kernels.rst
new file mode 100644
index 00000000..fb1ba6ab
--- /dev/null
+++ b/docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kernels.rst
@@ -0,0 +1,6 @@
+embodichain.utils.warp.kernels
+==============================
+
+.. automodule:: embodichain.utils.warp.kernels
+
+   
\ No newline at end of file
diff --git a/docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kinematics.opw_solver.rst b/docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kinematics.opw_solver.rst
new file mode 100644
index 00000000..7fec8013
--- /dev/null
+++ b/docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kinematics.opw_solver.rst
@@ -0,0 +1,6 @@
+embodichain.utils.warp.kinematics.opw\_solver
+=============================================
+
+.. automodule:: embodichain.utils.warp.kinematics.opw_solver
+
+   
\ No newline at end of file
diff --git a/docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kinematics.rst b/docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kinematics.rst
new file mode 100644
index 00000000..0e0f9b9c
--- /dev/null
+++ b/docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kinematics.rst
@@ -0,0 +1,6 @@
+embodichain.utils.warp.kinematics
+=================================
+
+.. automodule:: embodichain.utils.warp.kinematics
+
+   
\ No newline at end of file
diff --git a/docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kinematics.warp_trajectory.rst b/docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kinematics.warp_trajectory.rst
new file mode 100644
index 00000000..aa9760cd
--- /dev/null
+++ b/docs/source/api_reference/embodichain/_autosummary/embodichain.utils.warp.kinematics.warp_trajectory.rst
@@ -0,0 +1,6 @@
+embodichain.utils.warp.kinematics.warp\_trajectory
+==================================================
+
+.. automodule:: embodichain.utils.warp.kinematics.warp_trajectory
+
+   
\ No newline at end of file
diff --git a/docs/source/api_reference/embodichain/embodichain.agents.rst b/docs/source/api_reference/embodichain/embodichain.agents.rst
new file mode 100644
index 00000000..1db72b60
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.agents.rst
@@ -0,0 +1,12 @@
+embodichain.agents
+==================
+
+.. automodule:: embodichain.agents
+
+   .. rubric:: Submodules
+
+   .. autosummary::
+
+      dexforce_vla
+      rl
+
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.gym.envs.managers.rst b/docs/source/api_reference/embodichain/embodichain.lab.gym.envs.managers.rst
new file mode 100644
index 00000000..afc9df9a
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.lab.gym.envs.managers.rst
@@ -0,0 +1,130 @@
+embodichain.lab.gym.envs.managers
+==========================================
+
+.. automodule:: embodichain.lab.gym.envs.managers
+
+   .. rubric:: Submodules
+
+   .. autosummary::
+      
+      randomization
+
+   .. rubric:: Classes
+
+   .. autosummary::
+
+      FunctorCfg
+      SceneEntityCfg
+      EventCfg
+      ObservationCfg
+      Functor
+      ManagerBase
+      EventManager
+      ObservationManager
+
+   .. rubric:: Functions
+
+   .. autosummary::
+
+      observations.get_rigid_object_pose
+      observations.normalize_robot_joint_data
+      observations.compute_semantic_mask
+      observations.compute_exteroception
+      events.replace_assets_from_group
+      record.record_camera_data
+      randomization.rendering.randomize_light
+      randomization.rendering.randomize_camera_intrinsics
+      randomization.rendering.randomize_visual_material
+      randomization.spatial.get_random_pose
+      randomization.spatial.randomize_rigid_object_pose
+      randomization.spatial.randomize_robot_eef_pose
+      randomization.spatial.randomize_robot_qpos
+
+.. currentmodule:: embodichain.lab.gym.envs.managers
+
+Configuration Classes
+---------------------
+
+.. autoclass:: FunctorCfg
+    :members:
+    :exclude-members: __init__, class_type
+
+.. autoclass:: SceneEntityCfg
+    :members:
+    :exclude-members: __init__, class_type
+
+.. autoclass:: EventCfg
+    :members:
+    :exclude-members: __init__, class_type
+
+.. autoclass:: ObservationCfg
+    :members:
+    :exclude-members: __init__, class_type
+
+Base Classes
+------------
+
+.. autoclass:: Functor
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+.. autoclass:: ManagerBase
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+Managers
+--------
+
+.. autoclass:: EventManager
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+.. autoclass:: ObservationManager
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+Observation Functions
+--------------------
+
+.. automodule:: embodichain.lab.gym.envs.managers.observations
+    :members:
+
+Event Functions
+--------------
+
+.. automodule:: embodichain.lab.gym.envs.managers.events
+    :members:
+
+Recording Functions
+------------------
+
+.. automodule:: embodichain.lab.gym.envs.managers.record
+    :members:
+
+Randomization
+-------------
+
+.. automodule:: embodichain.lab.gym.envs.managers.randomization
+
+    .. rubric:: Submodules
+
+    .. autosummary::
+        
+        rendering
+        spatial
+
+    Rendering 
+    ~~~~~~~~~~~~~~~~~~~~~~~
+
+    .. automodule:: embodichain.lab.gym.envs.managers.randomization.rendering
+         :members:
+
+    Spatial 
+    ~~~~~~~~~~~~~~~~~~~~~
+
+    .. automodule:: embodichain.lab.gym.envs.managers.randomization.spatial
+         :members:
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.gym.envs.rst b/docs/source/api_reference/embodichain/embodichain.lab.gym.envs.rst
new file mode 100644
index 00000000..24c568f9
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.lab.gym.envs.rst
@@ -0,0 +1,34 @@
+embodichain.lab.gym.envs
+====================================
+
+.. automodule:: embodichain.lab.gym.envs
+
+   .. rubric:: Submodules
+
+   .. autosummary::
+      managers
+
+.. currentmodule:: embodichain.lab.gym.envs
+
+Environment Classes
+-------------------
+
+.. currentmodule:: embodichain.lab.gym.envs
+
+.. autoclass:: BaseEnv
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+.. autoclass:: EnvCfg
+    :members:
+    :exclude-members: __init__, class_type
+
+.. autoclass:: EmbodiedEnv
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+.. autoclass:: EmbodiedEnvCfg
+    :members:
+    :exclude-members: __init__, class_type
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.gym.rst b/docs/source/api_reference/embodichain/embodichain.lab.gym.rst
new file mode 100644
index 00000000..e788b8f7
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.lab.gym.rst
@@ -0,0 +1,153 @@
+embodichain.lab.gym
+===============================
+
+.. automodule:: embodichain.lab.gym
+
+   .. rubric:: Submodules
+
+   .. autosummary::
+      :toctree: .
+
+      envs
+      utils
+
+.. currentmodule:: embodichain.lab.gym
+
+Overview
+--------
+
+The ``gym`` module provides a comprehensive framework for creating robot learning environments. It extends the Gymnasium interface to support multi-environment parallel execution,
+custom observations, and robotic-specific functionality.
+
+Key Features:
+
+* **Multi-Environment Support**: Run multiple environment instances in parallel for efficient training
+* **Gymnasium Integration**: Full compatibility with the Gymnasium API and ecosystem
+* **Robotic Focus**: Built-in support for robot control, sensors, and manipulation tasks
+* **Extensible Architecture**: Easy to create custom environments and tasks
+* **GPU Acceleration**: Leverage GPU computing for high-performance simulation
+
+Environments Module (envs)
+---------------------------
+
+.. currentmodule:: embodichain.lab.gym.envs
+
+Base Environment Classes
+~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. autoclass:: BaseEnv
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+    The foundational environment class that provides the core functionality for all EmbodiChain RL environments.
+    This class extends the Gymnasium ``Env`` interface with multi-environment support and robotic-specific features.
+
+.. autoclass:: EnvCfg
+    :members:
+    :exclude-members: __init__, class_type
+
+    Configuration class for basic environment settings including simulation parameters and environment count.
+
+Embodied Environment Classes
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. autoclass:: EmbodiedEnv
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+    An advanced environment class that provides additional features for embodied AI research, including
+    sophisticated observation management, event handling, and multi-modal sensor integration.
+
+.. autoclass:: EmbodiedEnvCfg
+    :members:
+    :exclude-members: __init__, class_type
+
+    Configuration class for embodied environments with extended settings for lighting, observation management,
+    and advanced simulation features.
+
+Utilities Module (utils)
+-------------------------
+
+.. currentmodule:: embodichain.lab.gym.utils
+
+Registration System
+~~~~~~~~~~~~~~~~~~~
+
+.. automodule:: embodichain.lab.gym.utils.registration
+
+.. autoclass:: EnvSpec
+    :members:
+    :show-inheritance:
+
+    Specification class for environment registration, containing environment metadata and creation parameters.
+
+.. autofunction:: register
+
+    Register a new environment class with the EmbodiChain environment registry.
+
+    :param name: Unique identifier for the environment
+    :param cls: Environment class (must inherit from BaseEnv or BaseEnv)  
+    :param max_episode_steps: Maximum steps per episode (optional)
+    :param default_kwargs: Default keyword arguments for environment creation
+
+.. autofunction:: register_env
+
+    Decorator function for registering environment classes. This is the recommended way to register environments.
+
+    :param uid: Unique identifier for the environment
+    :param max_episode_steps: Maximum steps per episode (optional)
+    :param override: Whether to override existing environment with same ID
+    :param kwargs: Additional registration parameters
+    
+    Example:
+        .. code-block:: python
+
+            @register_env("MyEnv-v1", max_episode_steps=1000)
+            class MyCustomEnv(BaseEnv):
+                def __init__(self, **kwargs):
+                    super().__init__(**kwargs)
+
+.. autofunction:: make
+
+    Create an environment instance from a registered environment ID.
+
+    :param env_id: Registered environment identifier
+    :param kwargs: Additional keyword arguments for environment creation
+    :returns: Environment instance
+
+.. autoclass:: TimeLimitWrapper
+    :members:
+    :show-inheritance:
+
+    Gymnasium wrapper that adds episode time limits to environments.
+
+Action Conversion Utilities
+~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. automodule:: embodichain.lab.gym.utils.action_conversion
+
+    Utilities for converting between different action representations in robotic environments.
+
+Gymnasium Utilities
+~~~~~~~~~~~~~~~~~~
+
+.. automodule:: embodichain.lab.gym.utils.gym_utils
+
+    Helper functions and utilities for Gymnasium environment integration.
+
+Image Utilities
+~~~~~~~~~~~~~~~
+
+.. automodule:: embodichain.lab.gym.utils.img_utils
+
+    Image processing utilities for visual observations and rendering.
+
+Miscellaneous Utilities
+~~~~~~~~~~~~~~~~~~~~~~~
+
+.. automodule:: embodichain.lab.gym.utils.misc
+
+    Miscellaneous utility functions for environment development and debugging.
+
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.gym.utils.rst b/docs/source/api_reference/embodichain/embodichain.lab.gym.utils.rst
new file mode 100644
index 00000000..a0c9f265
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.lab.gym.utils.rst
@@ -0,0 +1,48 @@
+embodichain.lab.gym.utils
+=====================================
+
+.. automodule:: embodichain.lab.gym.utils
+
+Registration System
+-------------------
+
+.. currentmodule:: embodichain.lab.gym.utils.registration
+
+.. autoclass:: EnvSpec
+    :members:
+    :show-inheritance:
+
+.. autofunction:: register
+
+.. autofunction:: register_env
+
+.. autofunction:: make
+
+.. autoclass:: TimeLimitWrapper
+    :members:
+    :show-inheritance:
+
+Utility Modules
+---------------
+
+Action Conversion
+~~~~~~~~~~~~~~~~~
+
+.. automodule:: embodichain.lab.gym.utils.action_conversion
+
+Gymnasium Utilities
+~~~~~~~~~~~~~~~~~~~
+
+.. automodule:: embodichain.lab.gym.utils.gym_utils
+
+Image Utilities
+~~~~~~~~~~~~~~~
+
+.. automodule:: embodichain.lab.gym.utils.img_utils
+
+Miscellaneous
+~~~~~~~~~~~~~
+
+.. automodule:: embodichain.lab.gym.utils.misc
+
+   
\ No newline at end of file
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.rst b/docs/source/api_reference/embodichain/embodichain.lab.rst
new file mode 100644
index 00000000..e8a7d565
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.lab.rst
@@ -0,0 +1,29 @@
+embodichain.lab
+=====================
+
+.. automodule:: embodichain.lab
+
+   .. rubric:: Submodules
+
+   .. autosummary::
+
+      devices
+      gym
+      sim
+      utility
+
+Device Management
+-----------------
+
+.. automodule:: embodichain.lab.devices
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Utilities
+---------
+
+.. automodule:: embodichain.lab.utility
+   :members:
+   :undoc-members:
+   :show-inheritance:
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.sim.cfg.rst b/docs/source/api_reference/embodichain/embodichain.lab.sim.cfg.rst
new file mode 100644
index 00000000..dacdae33
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.lab.sim.cfg.rst
@@ -0,0 +1,21 @@
+embodichain.lab.sim.cfg
+===================================
+
+.. automodule:: embodichain.lab.sim.cfg
+
+   
+   .. rubric:: Classes
+
+   .. autosummary::
+   
+      ArticulationCfg
+      GPUMemoryCfg
+      JointDrivePropertiesCfg
+      LightCfg
+      ObjectBaseCfg
+      PhysicsCfg
+      RigidBodyAttributesCfg
+      RigidObjectCfg
+      RobotCfg
+      URDFCfg
+   
\ No newline at end of file
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.sim.common.rst b/docs/source/api_reference/embodichain/embodichain.lab.sim.common.rst
new file mode 100644
index 00000000..2d8ffc14
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.lab.sim.common.rst
@@ -0,0 +1,12 @@
+embodichain.lab.sim.common
+======================================
+
+.. automodule:: embodichain.lab.sim.common
+
+   
+   .. rubric:: Classes
+
+   .. autosummary::
+   
+      BatchEntity
+   
\ No newline at end of file
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.sim.material.rst b/docs/source/api_reference/embodichain/embodichain.lab.sim.material.rst
new file mode 100644
index 00000000..61e7bbdf
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.lab.sim.material.rst
@@ -0,0 +1,14 @@
+embodichain.lab.sim.material
+========================================
+
+.. automodule:: embodichain.lab.sim.material
+
+   
+   .. rubric:: Classes
+
+   .. autosummary::
+   
+      VisualMaterial
+      VisualMaterialCfg
+      VisualMaterialInst
+   
\ No newline at end of file
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.sim.objects.rst b/docs/source/api_reference/embodichain/embodichain.lab.sim.objects.rst
new file mode 100644
index 00000000..34928803
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.lab.sim.objects.rst
@@ -0,0 +1,111 @@
+embodichain.lab.sim.objects
+==========================================
+
+
+.. automodule:: embodichain.lab.sim.objects
+
+  .. rubric:: Classes
+
+  .. autosummary::
+
+    Light
+    LightCfg
+    RigidObject
+    RigidBodyData
+    RigidObjectCfg      
+    RigidObjectGroup
+    RigidBodyGroupData
+    RigidObjectGroupCfg
+    Articulation
+    ArticulationData
+    ArticulationCfg
+    Robot
+    RobotCfg
+
+.. currentmodule:: embodichain.lab.sim.objects
+
+Light
+-----
+
+.. autoclass:: Light
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+.. autoclass:: LightCfg
+    :members:
+    :inherited-members:
+    :show-inheritance:
+    :exclude-members: __init__, copy, replace, to_dict, validate
+
+Rigid Object
+------------
+
+.. autoclass:: RigidObject
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+.. autoclass:: RigidBodyData
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+.. autoclass:: RigidObjectCfg
+    :members:       
+    :inherited-members:
+    :show-inheritance:
+    :exclude-members: __init__, copy, replace, to_dict, validate
+
+Rigid Object Group
+-------------------
+
+.. autoclass:: RigidObjectGroup
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+.. autoclass:: RigidBodyGroupData
+    :members:
+    :inherited-members:
+    :show-inheritance:  
+
+.. autoclass:: RigidObjectGroupCfg
+    :members:
+    :inherited-members:
+    :show-inheritance:
+    :exclude-members: __init__, copy, replace, to_dict, validate
+
+Articulation
+------------
+
+.. autoclass:: Articulation
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+.. autoclass:: ArticulationData
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+.. autoclass:: ArticulationCfg
+    :members:
+    :inherited-members:
+    :show-inheritance:
+    :exclude-members: __init__, copy, replace, to_dict, validate
+
+Robot
+-----
+
+.. autoclass:: Robot
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+.. autoclass:: RobotCfg
+    :members:
+    :inherited-members:
+    :show-inheritance:
+    :exclude-members: __init__, copy, replace, to_dict, validate
+    
\ No newline at end of file
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.sim.robots.rst b/docs/source/api_reference/embodichain/embodichain.lab.sim.robots.rst
new file mode 100644
index 00000000..d6428af3
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.lab.sim.robots.rst
@@ -0,0 +1,6 @@
+embodichain.lab.sim.robots
+======================================
+
+.. automodule:: embodichain.lab.sim.robots
+
+   
\ No newline at end of file
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.sim.rst b/docs/source/api_reference/embodichain/embodichain.lab.sim.rst
new file mode 100644
index 00000000..87b82a41
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.lab.sim.rst
@@ -0,0 +1,101 @@
+embodichain.lab.sim
+=====================
+
+.. automodule:: embodichain.lab.sim
+
+   .. rubric:: Submodules
+
+   .. autosummary::
+      :toctree: .
+
+      sim_manager
+      cfg
+      common
+      material
+      shapes
+      objects
+      sensors
+      solvers
+      utility
+
+.. currentmodule:: embodichain.lab.sim
+
+Simulation Manager
+------------------
+
+.. autoclass:: SimulationManager
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+.. autoclass:: SimulationManagerCfg
+   :members:
+   :undoc-members:
+   :show-inheritance:
+   :exclude-members: __init__, copy, replace, to_dict, validate
+
+Configurations
+------------------
+
+.. automodule:: embodichain.lab.sim.cfg
+   :members:
+   :undoc-members:
+   :show-inheritance:
+   :exclude-members: __init__, copy, replace, to_dict, validate
+
+Common Conponents
+------------------
+
+.. automodule:: embodichain.lab.sim.common
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Materials
+------------------
+
+.. automodule:: embodichain.lab.sim.material
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Shapes
+------------------
+
+.. automodule:: embodichain.lab.sim.shapes
+   :members:
+   :undoc-members:
+   :show-inheritance:
+   :exclude-members: __init__, copy, replace, to_dict, validate
+
+Objects
+-------
+
+.. toctree::
+   :maxdepth: 1
+
+   embodichain.lab.sim.objects
+
+Sensors
+-------
+
+.. toctree::
+   :maxdepth: 1
+
+   embodichain.lab.sim.sensors
+
+Solvers
+-------
+
+.. toctree::
+   :maxdepth: 1
+
+   embodichain.lab.sim.solvers
+
+Utility
+-------
+
+.. toctree::
+   :maxdepth: 1
+
+   embodichain.lab.sim.utility
\ No newline at end of file
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.sim.sensors.rst b/docs/source/api_reference/embodichain/embodichain.lab.sim.sensors.rst
new file mode 100644
index 00000000..b52a9185
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.lab.sim.sensors.rst
@@ -0,0 +1,54 @@
+embodichain.lab.sim.sensors
+==========================================
+
+
+.. automodule:: embodichain.lab.sim.sensors
+
+  .. rubric:: Classes
+
+  .. autosummary::
+    SensorCfg
+    BaseSensor
+    CameraCfg
+    Camera
+    StereoCameraCfg
+    StereoCamera
+
+.. currentmodule:: embodichain.lab.sim.sensors
+
+Sensor
+------
+.. autoclass:: BaseSensor
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+.. autoclass:: SensorCfg
+    :members:
+    :exclude-members: __init__, copy, replace, to_dict, validate
+
+Camera
+------
+.. autoclass:: Camera
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+.. autoclass:: CameraCfg
+    :members:
+    :inherited-members:
+    :show-inheritance:
+    :exclude-members: __init__, copy, replace, to_dict, validate
+
+Stereo Camera
+-------------
+.. autoclass:: StereoCamera
+    :members:
+    :inherited-members:
+    :show-inheritance:  
+
+.. autoclass:: StereoCameraCfg
+    :members:
+    :inherited-members:
+    :show-inheritance:
+    :exclude-members: __init__, copy, replace, to_dict, validate
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.sim.shapes.rst b/docs/source/api_reference/embodichain/embodichain.lab.sim.shapes.rst
new file mode 100644
index 00000000..724f5229
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.lab.sim.shapes.rst
@@ -0,0 +1,16 @@
+embodichain.lab.sim.shapes
+======================================
+
+.. automodule:: embodichain.lab.sim.shapes
+
+   
+   .. rubric:: Classes
+
+   .. autosummary::
+   
+      CubeCfg
+      LoadOption
+      MeshCfg
+      ShapeCfg
+      SphereCfg
+   
\ No newline at end of file
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.sim.sim_manager.rst b/docs/source/api_reference/embodichain/embodichain.lab.sim.sim_manager.rst
new file mode 100644
index 00000000..e6f74aee
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.lab.sim.sim_manager.rst
@@ -0,0 +1,13 @@
+embodichain.lab.sim.sim_manager
+=========================================
+
+.. automodule:: embodichain.lab.sim.sim_manager
+
+   
+   .. rubric:: Classes
+
+   .. autosummary::
+   
+      SimulationManager
+      SimulationManagerCfg
+   
\ No newline at end of file
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.sim.solvers.rst b/docs/source/api_reference/embodichain/embodichain.lab.sim.solvers.rst
new file mode 100644
index 00000000..36fcdbe5
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.lab.sim.solvers.rst
@@ -0,0 +1,95 @@
+embodichain.lab.sim.solvers
+==========================================
+
+
+.. automodule:: embodichain.lab.sim.solvers
+
+  .. rubric:: Classes
+
+  .. autosummary::
+    SolverCfg
+    BaseSolver
+    PytorchSolverCfg
+    PytorchSolver
+    PinocchioSolverCfg
+    PinocchioSolver
+    PinkSolverCfg
+    PinkSolver
+    DifferentialSolverCfg
+    DifferentialSolver
+    OPWSolverCfg
+    OPWSolver
+
+.. currentmodule:: embodichain.lab.sim.solvers
+
+Base Solver
+-----------
+
+.. autoclass:: SolverCfg
+    :members:
+    :exclude-members: __init__, copy, replace, to_dict, validate
+
+.. autoclass:: BaseSolver
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+PyTorch Solver
+--------------
+
+.. autoclass:: PytorchSolverCfg
+    :members:
+    :exclude-members: __init__, copy, replace, to_dict, validate
+
+.. autoclass:: PytorchSolver
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+Pinocchio Solver
+----------------
+
+.. autoclass:: PinocchioSolverCfg
+    :members:
+    :exclude-members: __init__, copy, replace, to_dict, validate
+
+.. autoclass:: PinocchioSolver
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+Pink Solver
+-----------
+
+.. autoclass:: PinkSolverCfg
+    :members:
+    :exclude-members: __init__, copy, replace, to_dict, validate
+
+.. autoclass:: PinkSolver
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+Differential Solver
+-------------------
+
+.. autoclass:: DifferentialSolverCfg
+    :members:
+    :exclude-members: __init__, copy, replace, to_dict, validate
+
+.. autoclass:: DifferentialSolver
+    :members:
+    :inherited-members:
+    :show-inheritance:
+
+OPW Solver
+----------
+
+.. autoclass:: OPWSolverCfg
+    :members:
+    :exclude-members: __init__, copy, replace, to_dict, validate
+
+.. autoclass:: OPWSolver
+    :members:
+    :inherited-members:
+    :show-inheritance:
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.sim.types.rst b/docs/source/api_reference/embodichain/embodichain.lab.sim.types.rst
new file mode 100644
index 00000000..5b1c4bd8
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.lab.sim.types.rst
@@ -0,0 +1,6 @@
+embodichain.lab.sim.types
+=====================================
+
+.. automodule:: embodichain.lab.sim.types
+
+   
\ No newline at end of file
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.sim.utility.rst b/docs/source/api_reference/embodichain/embodichain.lab.sim.utility.rst
new file mode 100644
index 00000000..f64d3ce3
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.lab.sim.utility.rst
@@ -0,0 +1,31 @@
+embodichain.lab.sim.utility
+==========================================
+
+.. automodule:: embodichain.lab.sim.utility
+
+Utility Functions
+-----------------
+
+This module contains utility functions for simulation, mesh processing, and URDF handling.
+
+.. rubric:: Submodules
+
+.. autosummary::
+
+   sim_utils
+   mesh_utils
+   urdf_utils
+
+.. currentmodule:: embodichain.lab.sim.utility
+
+Simulation Utils
+~~~~~~~~~~~~~~~~
+
+.. automodule:: embodichain.lab.sim.utility.sim_utils
+   :members:
+
+Mesh Utils
+~~~~~~~~~~
+
+.. automodule:: embodichain.lab.sim.utility.mesh_utils
+   :members:
diff --git a/docs/source/api_reference/embodichain/embodichain.toolkits.rst b/docs/source/api_reference/embodichain/embodichain.toolkits.rst
new file mode 100644
index 00000000..cc2639d5
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.toolkits.rst
@@ -0,0 +1,29 @@
+embodichain.toolkits
+====================
+
+.. automodule:: embodichain.toolkits
+
+   .. rubric:: Submodules
+
+   .. autosummary::
+
+      graspkit
+      urdf_assembly
+
+
+GraspKit
+--------
+
+.. automodule:: embodichain.toolkits.graspkit
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+
+URDF Assembly Tool
+-------------------
+
+.. automodule:: embodichain.toolkits.urdf_assembly
+   :members:
+   :undoc-members:
+   :show-inheritance:
diff --git a/docs/source/api_reference/embodichain/embodichain.utils.rst b/docs/source/api_reference/embodichain/embodichain.utils.rst
new file mode 100644
index 00000000..52ad4a4f
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.utils.rst
@@ -0,0 +1,100 @@
+embodichain.utils
+=================
+
+.. automodule:: embodichain.utils
+
+   .. Rubric:: Submodules
+
+   .. autosummary::
+
+      warp
+      configclass
+      file
+      heat_map
+      logger
+      math
+      module_utils
+      string
+      utility
+      visualizer
+
+
+High Performance Computing with Warp
+---------------
+
+.. toctree::
+   :maxdepth: 1
+
+   embodichain.utils.warp
+
+Configuration Classes
+---------------------
+
+.. automodule:: embodichain.utils.configclass
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+File Operations
+---------------
+
+.. automodule:: embodichain.utils.file
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Heat Map Utilities
+------------------
+
+.. automodule:: embodichain.utils.heat_map
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Logging
+-------
+
+.. automodule:: embodichain.utils.logger
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Mathematical Operations
+-----------------------
+
+.. automodule:: embodichain.utils.math
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Module Utilities
+-----------------------
+
+.. automodule:: embodichain.utils.module_utils
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+String Operations
+-----------------
+
+.. automodule:: embodichain.utils.string
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+General Utilities
+-----------------
+
+.. automodule:: embodichain.utils.utility
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Visualization
+-------------
+
+.. automodule:: embodichain.utils.visualizer
+   :members:
+   :undoc-members:
+   :show-inheritance:
diff --git a/docs/source/api_reference/embodichain/embodichain.utils.warp.kinematics.rst b/docs/source/api_reference/embodichain/embodichain.utils.warp.kinematics.rst
new file mode 100644
index 00000000..d6b6c286
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.utils.warp.kinematics.rst
@@ -0,0 +1,37 @@
+embodichain.utils.warp.kinematics
+=================================
+
+Utilities for kinematics implemented with Warp (high-performance kernels).
+
+This subpackage provides Warp kernels and helper functions for inverse/forward
+kinematics and batched trajectory warping used across EmbodiChain. The modules
+documented below are the main entry points:
+
+- ``opw_solver``: efficient OPW-based forward/inverse kinematics kernels.
+- ``warp_trajectory``: kernels to compute, interpolate, and apply trajectory offsets.
+
+.. automodule:: embodichain.utils.warp.kinematics
+
+   .. Rubric:: Submodules
+
+   .. autosummary::
+
+        opw_solver
+        warp_trajectory
+
+OPW Kinematics Solver
+-----------------------
+
+.. automodule:: embodichain.utils.warp.kinematics.opw_solver
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+
+Trajectory Warping Utilities
+----------------------------
+.. automodule:: embodichain.utils.warp.kinematics.warp_trajectory
+   :members:
+   :undoc-members:
+   :show-inheritance:
+   
\ No newline at end of file
diff --git a/docs/source/api_reference/embodichain/embodichain.utils.warp.rst b/docs/source/api_reference/embodichain/embodichain.utils.warp.rst
new file mode 100644
index 00000000..cdc62d20
--- /dev/null
+++ b/docs/source/api_reference/embodichain/embodichain.utils.warp.rst
@@ -0,0 +1,27 @@
+embodichain.utils.warp
+=======================
+
+High-performance Warp utilities used by EmbodiChain.
+
+This package exposes Warp kernels and helpers for various high-performance computing tasks:
+
+- Image processing.
+- 3D spatial computating,
+- Robotics kinematics and trajectory computating
+
+.. automodule:: embodichain.utils.warp
+
+   .. Rubric:: Submodules
+
+   .. autosummary::
+
+        kinematics
+        kernels
+
+kernel Operators
+-----------------------
+
+.. automodule:: embodichain.utils.warp.kernels
+   :members:
+   :undoc-members:
+   :show-inheritance:
diff --git a/docs/source/api_reference/index.rst b/docs/source/api_reference/index.rst
new file mode 100644
index 00000000..fa3112ae
--- /dev/null
+++ b/docs/source/api_reference/index.rst
@@ -0,0 +1,19 @@
+API Reference
+=============
+
+This page provides detailed documentation for all EmbodiChain modules and classes.
+
+Core Framework
+--------------
+
+The following modules are available in the core ``embodichain`` framework:
+
+.. currentmodule:: embodichain
+
+.. autosummary::
+   :toctree: embodichain
+
+   agents
+   lab
+   toolkits
+   utils
diff --git a/docs/source/conf.py b/docs/source/conf.py
new file mode 100644
index 00000000..311ddbf4
--- /dev/null
+++ b/docs/source/conf.py
@@ -0,0 +1,66 @@
+# Configuration file for the Sphinx documentation builder.
+#
+# For the full list of built-in configuration values, see the documentation:
+# https://www.sphinx-doc.org/en/master/usage/configuration.html
+
+# -- Project information -----------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information
+
+import os
+import sys
+
+
+project_root = os.path.abspath(os.path.join(os.path.dirname(__file__), "..", ".."))
+package_root = os.path.join(project_root, "embodichain")
+sys.path.insert(0, package_root)
+
+
+project = "EmbodiChain"
+copyright = "2025, The EmbodiChain Project Developers"
+author = "The EmbodiChain Project Developers"
+
+# Read version from VERSION file if it exists
+with open(os.path.join(os.path.dirname(__file__), "..", "..", "VERSION")) as f:
+    full_version = f.read().strip()
+    version = ".".join(full_version.split(".")[:3])
+
+
+# -- General configuration ---------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration
+
+
+extensions = [
+    "sphinx.ext.autodoc",
+    "sphinx.ext.autosummary",
+    "sphinx.ext.napoleon",
+    "sphinx.ext.viewcode",
+    "sphinx_autodoc_typehints",  # optional, shows type hints
+    "sphinx_design",
+    "myst_parser",  # if you prefer Markdown pages
+]
+# Napoleon settings if using Google/NumPy docstring style:
+napoleon_google_docstring = True
+napoleon_numpy_docstring = True
+
+# generate autosummary even if no references
+autosummary_generate = True
+autosummary_generate_overwrite = False
+# default autodoc settings
+autodoc_default_options = {
+    "autosummary": True,
+}
+
+# If using MyST and writing .md API stubs:
+myst_enable_extensions = ["colon_fence", "deflist", "html_admonition"]
+
+
+templates_path = ["_templates"]
+exclude_patterns = []
+
+
+# -- Options for HTML output -------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
+
+html_theme = "sphinx_book_theme"
+html_static_path = ["_static"]
+html_logo = "_static/logo_e.png"
diff --git a/docs/source/index.rst b/docs/source/index.rst
new file mode 100644
index 00000000..2058a8ba
--- /dev/null
+++ b/docs/source/index.rst
@@ -0,0 +1,50 @@
+EmbodiChain Documentation
+=========================
+
+Welcome to the EmbodiChain! 
+
+Table of Contents
+=================
+
+.. toctree::
+   :maxdepth: 1
+   :caption: Introduction
+   :glob:
+
+   introduction
+
+.. toctree::
+   :maxdepth: 1
+   :caption: Getting Started
+   :glob:
+
+   quick_start/install.md
+   tutorial/index
+   quick_start/docs.md
+
+.. toctree::
+   :maxdepth: 1
+   :caption: Overview
+   :glob:
+
+   overview/sim/index
+   overview/gym/index
+   overview/vla/index
+   overview/rl/index
+
+.. toctree::
+   :maxdepth: 1
+   :caption: Resources
+   :glob:
+
+   resources/robot/index*
+   resources/task/index*
+   resources/roadmap.md
+
+.. toctree::
+   :maxdepth: 2
+   :caption: API Reference
+   :titlesonly:
+
+   api_reference/index
+
diff --git a/docs/source/introduction.rst b/docs/source/introduction.rst
new file mode 100644
index 00000000..404541da
--- /dev/null
+++ b/docs/source/introduction.rst
@@ -0,0 +1,58 @@
+.. EmbodiChain documentation master file, created by
+   sphinx-quickstart on Tue Nov 19 11:00:25 2024.
+   You can adapt this file completely to your liking, but it should at least
+   contain the root `toctree` directive.
+
+EmbodiChain
+======================================
+
+.. image:: ../../assets/imgs/teaser.jpg
+   :alt: teaser
+
+📘 `Documentation <http://192.168.3.120/MixedAI/docs_dev/embodichain/index.html>`_
+
+---
+
+EmbodiChain is an end-to-end, GPU-accelerated framework for Embodied AI. It streamlines research and development by unifying high-performance simulation, real-to-sim data pipelines, modular model architectures, and efficient training workflows. This integration enables rapid experimentation, seamless deployment of intelligent agents, and effective Sim2Real transfer for real-world robotic systems.
+
+.. NOTE::
+   EmbodiChain is in Alpha and under active development:
+
+   * More features will be continually added in the coming months.
+   * Since this is an early release, we welcome feedback (bug reports, feature requests, etc.) via GitHub Issues.
+
+
+Key Features
+------------
+
+* **High-Fidelity, GPU-Accelerated Simulation**: Combines realistic physics for both rigid and deformable objects with advanced ray-traced sensor modeling, all accelerated on the GPU for high-throughput batched simulations.
+* **Unified Robot Learning Environment**: Offers standardized interfaces for a wide range of robot learning tasks, including Imitation Learning and Reinforcement Learning.
+* **Scalable Data Pipeline**: Features a comprehensive toolkit for automated data collection, efficient processing, and large-scale data generation to fuel your models.
+* **Efficient Training & Evaluation**: Supports modern training paradigms like online data streaming for Imitation Learning and massively parallel environment rollouts for Reinforcement Learning.
+* **Modular and Extensible**: Designed with modularity in mind to easily integrate new robot platforms, environments, and learning algorithms.
+
+
+Getting Started
+---------------
+
+To get started with EmbodiChain, follow these steps:
+
+* `Installation Guide <http://192.168.3.120/MixedAI/docs_dev/embodichain/quick_start/install.html>`_
+* `Quick Start Tutorial <http://192.168.3.120/MixedAI/docs_dev/embodichain/tutorial/index.html>`_
+* `API Reference <http://192.168.3.120/MixedAI/docs_dev/embodichain/api_reference/index.html>`_
+
+
+Citation
+--------
+
+If you use EmbodiChain in your research, please cite our work:
+
+.. code-block:: bibtex
+
+   @misc{EmbodiChain,
+     author = {EmbodiChain Developers},
+     title = {EmbodiChain: An end-to-end, GPU-accelerated, and modular platform for building generalized Embodied Intelligence.},
+     month = {November},
+     year = {2025},
+     url = {https://github.com/DexForce/EmbodiChain}
+   }
diff --git a/docs/source/overview/gym/index.rst b/docs/source/overview/gym/index.rst
new file mode 100644
index 00000000..7781adfb
--- /dev/null
+++ b/docs/source/overview/gym/index.rst
@@ -0,0 +1,5 @@
+Embodied Environments       
+==================
+
+Overview of the Embodied Environments:
+
diff --git a/docs/source/overview/rl/algorithm.md b/docs/source/overview/rl/algorithm.md
new file mode 100644
index 00000000..cfc92421
--- /dev/null
+++ b/docs/source/overview/rl/algorithm.md
@@ -0,0 +1,67 @@
+# RL Algorithms
+
+This module contains the core implementations of reinforcement learning algorithms, mainly including PPO (Proximal Policy Optimization).
+
+## Main Classes and Functions
+
+### BaseAlgorithm
+- Abstract base class for RL algorithms, defining common interfaces such as buffer initialization, data collection, and update.
+- Key methods:
+  - `initialize_buffer(num_steps, num_envs, obs_dim, action_dim)`: Initialize the trajectory buffer.
+  - `collect_rollout(env, policy, obs, num_steps, on_step_callback)`: Collect interaction data.
+  - `update()`: Update the policy based on collected data.
+- Designed to be algorithm-agnostic; Trainer only depends on this interface to support various RL algorithms.
+- Supports multi-environment parallel collection, compatible with Gymnasium/IsaacGym environments.
+
+### PPO
+- Mainstream on-policy algorithm, supports Generalized Advantage Estimation (GAE), policy update, and hyperparameter configuration.
+- Key methods:
+  - `_compute_gae(rewards, values, dones)`: Generalized Advantage Estimation.
+  - `collect_rollout`: Collect trajectories and compute advantages/returns.
+  - `update`: Multi-epoch minibatch optimization, including entropy, value, and policy loss, with gradient clipping.
+- Supports custom callbacks, detailed logging, and GPU acceleration.
+- Typical training flow: collect rollout → compute advantage/return → multi-epoch minibatch optimization.
+- Supports advantage normalization, entropy regularization, value loss weighting, etc.
+
+### Config Classes
+- `AlgorithmCfg`, `PPOCfg`: Centralized management of learning rate, batch size, clip_coef, ent_coef, vf_coef, and other parameters.
+- Supports automatic loading from JSON config files for batch experiments and parameter tuning.
+- Can be extended via inheritance for multiple algorithms and tasks.
+
+## Code Example
+```python
+class BaseAlgorithm:
+    def initialize_buffer(self, num_steps, num_envs, obs_dim, action_dim):
+        ...
+    def collect_rollout(self, env, policy, obs, num_steps, on_step_callback=None):
+        ...
+    def update(self):
+        ...
+
+class PPO(BaseAlgorithm):
+    def _compute_gae(self, rewards, values, dones):
+        ...
+    def collect_rollout(self, ...):
+        ...
+    def update(self):
+        ...
+```
+
+## Usage Recommendations
+- It is recommended to manage all algorithm parameters via config classes and JSON config files for reproducibility and tuning.
+- Supports multi-environment parallel collection to improve sampling efficiency.
+- Custom algorithm classes can be implemented to extend new RL methods.
+
+## Extension Notes
+- Users can inherit from `BaseAlgorithm` to implement custom algorithms and flexibly integrate them into the RL framework.
+- Supports multi-environment parallelism and event-driven extension.
+- Typical usage:
+```python
+algo = PPO(cfg, policy)
+buffer = algo.initialize_buffer(...)
+for _ in range(num_iterations):
+    algo.collect_rollout(...)
+    algo.update()
+```
+
+---
diff --git a/docs/source/overview/rl/buffer.md b/docs/source/overview/rl/buffer.md
new file mode 100644
index 00000000..91852074
--- /dev/null
+++ b/docs/source/overview/rl/buffer.md
@@ -0,0 +1,65 @@
+# Rollout Buffer
+
+This module implements the data buffer for RL training, responsible for storing trajectory data from agent-environment interactions.
+
+## Main Classes and Structure
+
+### RolloutBuffer
+- Used for on-policy algorithms (such as PPO), efficiently stores observations, actions, rewards, dones, values, and logprobs for each step.
+- Supports multi-environment parallelism (shape: [T, N, ...]), all data allocated on GPU.
+- Structure fields:
+  - `obs`: Observation tensor, float32, shape [T, N, obs_dim]
+  - `actions`: Action tensor, float32, shape [T, N, action_dim]
+  - `rewards`: Reward tensor, float32, shape [T, N]
+  - `dones`: Done flags, bool, shape [T, N]
+  - `values`: Value estimates, float32, shape [T, N]
+  - `logprobs`: Action log probabilities, float32, shape [T, N]
+  - `_extras`: Algorithm-specific fields (e.g., advantages, returns), dict[str, Tensor]
+
+## Main Methods
+- `add(obs, action, reward, done, value, logprob)`: Add one step of data.
+- `set_extras(extras)`: Attach algorithm-related tensors (e.g., advantages, returns).
+- `iterate_minibatches(batch_size)`: Randomly sample minibatches, returns dict (including all fields and extras).
+- Supports efficient GPU shuffle and indexing for large-scale training.
+
+## Usage Example
+```python
+buffer = RolloutBuffer(num_steps, num_envs, obs_dim, action_dim, device)
+for t in range(num_steps):
+    buffer.add(obs, action, reward, done, value, logprob)
+buffer.set_extras({"advantages": adv, "returns": ret})
+for batch in buffer.iterate_minibatches(batch_size):
+    # batch["obs"], batch["actions"], batch["advantages"] ...
+    pass
+```
+
+## Design and Extension
+- Supports multi-environment parallel collection, compatible with Gymnasium/IsaacGym environments.
+- All data is allocated on GPU to avoid frequent CPU-GPU copying.
+- The extras field can be flexibly extended to meet different algorithm needs (e.g., GAE, TD-lambda, distributional advantages).
+- The iterator automatically shuffles to improve training stability.
+- Compatible with various RL algorithms (PPO, A2C, SAC, etc.), custom fields and sampling logic supported.
+
+## Code Example
+```python
+class RolloutBuffer:
+    def __init__(self, num_steps, num_envs, obs_dim, action_dim, device):
+        # Initialize tensors
+        ...
+    def add(self, obs, action, reward, done, value, logprob):
+        # Add data
+        ...
+    def set_extras(self, extras):
+        # Attach algorithm-related tensors
+        ...
+    def iterate_minibatches(self, batch_size):
+        # Random minibatch sampling
+        ...
+```
+
+## Practical Tips
+- It is recommended to call set_extras after each rollout to ensure advantage/return tensors align with main data.
+- When using iterate_minibatches, set batch_size appropriately for training stability.
+- Extend the extras field as needed for custom sampling and statistics.
+
+---
diff --git a/docs/source/overview/rl/config.md b/docs/source/overview/rl/config.md
new file mode 100644
index 00000000..bf5c04df
--- /dev/null
+++ b/docs/source/overview/rl/config.md
@@ -0,0 +1,55 @@
+# Config
+
+This module defines configuration classes for RL algorithms, centralizing the management of training hyperparameters and supporting automatic loading and experiment reproducibility.
+
+## Main Classes and Structure
+
+### AlgorithmCfg
+- Base parameter config class for RL algorithms, supports dataclass-based automation.
+- Typical fields:
+    - `device`: Training device (e.g., "cuda", "cpu").
+    - `learning_rate`: Learning rate.
+    - `batch_size`: Batch size per training epoch.
+    - `gamma`: Discount factor.
+    - `gae_lambda`: GAE advantage estimation parameter.
+    - `max_grad_norm`: Gradient clipping threshold.
+- Supports inheritance and extension (e.g., PPOCfg adds clip_coef, ent_coef, vf_coef).
+
+### Automatic Loading
+- Supports automatic parsing of JSON config files; the main training script injects parameters automatically.
+- Decouples config from code, making batch experiments and parameter tuning easier.
+
+## Usage Example
+```python
+from embodichain.agents.rl.utils import AlgorithmCfg
+cfg = AlgorithmCfg(learning_rate=1e-4, batch_size=8192, gamma=0.99)
+```
+Or via config file:
+```json
+{
+    "algorithm": {
+        "name": "ppo",
+        "cfg": {
+            "learning_rate": 0.0001,
+            "batch_size": 8192,
+            "gamma": 0.99,
+            "gae_lambda": 0.95,
+            "clip_coef": 0.2,
+            "ent_coef": 0.01,
+            "vf_coef": 0.5,
+            "max_grad_norm": 0.5
+        }
+    }
+}
+```
+
+## Extension and Customization
+- Custom algorithm parameter classes are supported for multi-algorithm and multi-task experiments.
+- Config classes are seamlessly integrated with the main training script for automated experiments and reproducibility.
+- Supports parameter validation, default values, and type hints.
+
+## Practical Tips
+- It is recommended to manage all experiment parameters via JSON config files for reproducibility and tuning.
+- Supports multi-algorithm config for easy comparison and automation.
+
+---
diff --git a/docs/source/overview/rl/index.rst b/docs/source/overview/rl/index.rst
new file mode 100644
index 00000000..2d78b85b
--- /dev/null
+++ b/docs/source/overview/rl/index.rst
@@ -0,0 +1,80 @@
+Reinforcement Learning
+======================
+
+This section introduces the overall architecture and submodules of the embodychain RL (Reinforcement Learning) module. The RL framework supports mainstream algorithms (such as PPO) and provides flexible components for policy, buffer, trainer, etc., making it easy to extend and customize.
+
+.. contents:: Table of contents
+    :local:
+    :depth: 2
+
+Overview
+--------
+
+The embodychain RL module is used to train agents to accomplish tasks in simulation environments. It mainly includes algorithm implementations, policy networks, data buffers, training processes, and utility tools.
+
+Architecture Diagram Example
+---------------------------
+
+.. code-block:: text
+
+    +-------------------+
+    |   train.py        |
+    +-------------------+
+             |
+             v
+    +-------------------+
+    | Trainer           |
+    +-------------------+
+      |    |      |   |
+      v    v      v   v
+  Algo  Policy Buffer Env
+
+- train.py is responsible for entry, config parsing, and module initialization.
+- Trainer coordinates algorithm, policy, buffer, and environment.
+- Algo/Policy/Buffer/Env are independent, making extension easy.
+
+Module Categories
+-----------------
+
+- Algorithm (`algo/`): RL algorithm implementations, including `BaseAlgorithm`, `PPO`, etc.
+- Buffer (`buffer/`): Trajectory data buffer, such as `RolloutBuffer`.
+- Models (`models/`): Policy network modules, including `Policy`, `ActorCritic`, `MLP`.
+- Trainer (`utils/trainer.py`): Main training loop and logging management.
+- Config (`utils/config.py`): Algorithm config class definitions.
+- Train Script (`train.py`): RL training entry script.
+
+Extension and Customization
+---------------------------
+
+- Users can customize algorithms (by inheriting `BaseAlgorithm`), policies (by inheriting `Policy`), buffers, etc.
+- Supports multi-environment parallelism, event-driven extension, and flexible config management.
+- It is recommended to manage all parameters via config files for reproducibility and batch experiments.
+
+Common Issues and Best Practices
+-------------------------------
+- Config files are recommended to use JSON for easy management and reproducibility.
+- Parallel environment sampling can significantly improve training efficiency.
+- The event-driven mechanism allows flexible insertion of custom logic (such as evaluation, saving, callbacks).
+- It is recommended to use WandB/TensorBoard for training process visualization.
+
+Example
+-------
+
+.. code-block:: bash
+
+    python train.py --config configs/agents/rl/push_cube/train_config.json
+
+For more details, please refer to the source code and API documentation of each submodule.
+
+See also
+--------
+
+.. toctree::
+    :maxdepth: 1
+
+    algorithm.md
+    buffer.md
+    models.md
+    trainer.md
+    config.md
+    train_script.md
diff --git a/docs/source/overview/rl/models.md b/docs/source/overview/rl/models.md
new file mode 100644
index 00000000..8bf7986e
--- /dev/null
+++ b/docs/source/overview/rl/models.md
@@ -0,0 +1,50 @@
+# Policy Models
+
+This module contains RL policy networks and related model implementations, supporting various architectures and distributional extensions.
+
+## Main Classes and Structure
+
+### Policy
+- Abstract base class for RL policies; all policies must inherit from it.
+- Unified interface:
+    - `get_action(obs, deterministic=False)`: Sample or output actions.
+    - `get_value(obs)`: Estimate state value.
+    - `evaluate_actions(obs, actions)`: Evaluate action probabilities, entropy, and value.
+- Supports GPU deployment and distributed training.
+
+### ActorCritic
+- Typical actor-critic policy, includes actor (action distribution) and critic (value function).
+- Supports Gaussian action distributions, learnable log_std, suitable for continuous action spaces.
+- Key methods:
+    - `get_action`: Actor network outputs mean, samples action, returns log_prob and critic value.
+    - `evaluate_actions`: Used for loss calculation in PPO/SAC algorithms.
+- Custom actor/critic network architectures supported (e.g., MLP/CNN/Transformer).
+
+### MLP
+- Multi-layer perceptron, supports custom number of layers, activation functions, LayerNorm, Dropout.
+- Used to build actor/critic networks.
+- Supports orthogonal initialization and output reshaping.
+
+### Factory Functions
+- `build_policy(policy_block, obs_space, action_space, device, ...)`: Automatically build policy from config.
+- `build_mlp_from_cfg(module_cfg, in_dim, out_dim)`: Automatically build MLP from config.
+
+## Usage Example
+```python
+actor = build_mlp_from_cfg(actor_cfg, obs_dim, action_dim)
+critic = build_mlp_from_cfg(critic_cfg, obs_dim, 1)
+policy = build_policy(policy_block, obs_space, action_space, device, actor=actor, critic=critic)
+action, log_prob, value = policy.get_action(obs)
+```
+
+## Extension and Customization
+- Supports custom network architectures (e.g., CNN, Transformer) by implementing the Policy interface.
+- Can extend to multi-head policies, distributional actors, hybrid action spaces, etc.
+- Factory functions facilitate config management and automated experiments.
+
+## Practical Tips
+- It is recommended to configure all network architectures and hyperparameters for reproducibility.
+- Supports multi-environment parallelism and distributed training to improve sampling efficiency.
+- Extend the Policy interface as needed for multi-modal input, hierarchical policies, etc.
+
+---
diff --git a/docs/source/overview/rl/train_script.md b/docs/source/overview/rl/train_script.md
new file mode 100644
index 00000000..cc7a1568
--- /dev/null
+++ b/docs/source/overview/rl/train_script.md
@@ -0,0 +1,48 @@
+# Train Script
+
+This module provides the RL training entry script, responsible for parsing configuration, initializing modules, and starting training. It supports multi-task and automated experiments.
+
+## Main Structure and Flow
+
+### train.py
+- Main training script, supports command-line arguments (such as --config), automatically loads JSON config.
+- Initializes device, random seed, output directory, and logging (TensorBoard/WandB).
+- Loads environment config, supports multi-environment parallelism and evaluation environments.
+- Builds policy (e.g., actor-critic), algorithm (e.g., PPO), and Trainer.
+- Supports event management (e.g., environment randomization, data logging, evaluation events).
+- Automatically saves model checkpoints and performs periodic evaluation.
+
+## Argument Parsing
+- Supports command-line arguments:
+    - `--config`: Specify the path to the config file (JSON only).
+- The config file includes parameters for trainer, policy, algorithm, events, and other modules.
+
+## Module Initialization
+- Device selection (CPU/GPU), automatic detection and setup.
+- Random seed setting to ensure experiment reproducibility.
+- Output directory is automatically generated, log files are managed automatically.
+- Supports TensorBoard/WandB logging, automatically records the training process.
+
+## Training Flow
+1. Load the JSON config file and parse parameters for each module.
+2. Initialize environment, policy, algorithm, and Trainer.
+3. Enter the main training loop: collect data, update policy, record logs.
+4. Periodically evaluate and save the model.
+5. Supports graceful interruption and auto-saving with KeyboardInterrupt.
+
+## Usage Example
+```bash
+python train.py --config configs/agents/rl/push_cube/train_config.json
+```
+
+## Extension and Customization
+- Supports custom event modules for flexible training flow extension.
+- Can integrate multi-task and multi-environment training.
+- Config-driven management for batch experiments and parameter tuning.
+
+## Practical Tips
+- It is recommended to manage all experiment parameters via JSON config files for reproducibility and tuning.
+- Supports multi-environment and event extension to improve training flexibility.
+- Logging and checkpoint management help with experiment tracking and recovery.
+
+---
diff --git a/docs/source/overview/rl/trainer.md b/docs/source/overview/rl/trainer.md
new file mode 100644
index 00000000..1a2b0fe3
--- /dev/null
+++ b/docs/source/overview/rl/trainer.md
@@ -0,0 +1,53 @@
+# Trainer
+
+This module implements the main RL training loop, logging management, and event-driven extension.
+
+## Main Classes and Structure
+
+### Trainer
+- RL training coordinator, responsible for the interaction between algorithm, environment, and policy.
+- Main responsibilities:
+    - Manage training loop, evaluation, and model saving.
+    - Event-driven extension (e.g., environment randomization, data logging, evaluation events).
+    - Logging output (TensorBoard/WandB/console), tracking rewards, episode length, loss, etc.
+- Key fields:
+    - `policy`: RL policy object.
+    - `algorithm`: RL algorithm object.
+    - `env`/`eval_env`: Training and evaluation environments.
+    - `writer`: TensorBoard logger.
+    - `event_manager`/`eval_event_manager`: Event managers.
+    - `global_step`, `ret_window`, `len_window`: Training statistics.
+
+## Main Methods
+- `train(total_timesteps)`: Main training loop, automatically collects data, updates policy, and logs.
+- `_collect_rollout()`: Collect one rollout, supports custom callback statistics.
+- `_log_train(losses)`: Log training loss, reward, sampling speed, etc.
+- `_eval_once()`: Periodic evaluation, records evaluation metrics.
+- `save_checkpoint()`: Save model parameters and training state.
+
+## Event Management
+- Supports custom events (e.g., environment randomization, data logging) injected via EventManager.
+- Events can be executed by interval/step/trigger, enabling flexible extension.
+
+## Logging and Monitoring
+- Supports TensorBoard and WandB logging, automatically records reward, episode length, loss, sampling speed, etc.
+- Console output for training progress and statistics.
+
+## Usage Example
+```python
+trainer = Trainer(policy, env, algorithm, num_steps, batch_size, writer, ...)
+trainer.train(total_steps)
+trainer.save_checkpoint()
+```
+
+## Extension and Customization
+- Custom event modules can be implemented for environment reset, data collection, evaluation, etc.
+- Supports multi-environment parallelism and distributed training.
+- Training process can be flexibly adjusted via config files.
+
+## Practical Tips
+- It is recommended to perform periodic evaluation and model saving to prevent loss of progress during training.
+- The event mechanism can be used for automated experiments, data collection, and environment reset.
+- Logging and monitoring help analyze training progress and tune hyperparameters.
+
+---
diff --git a/docs/source/overview/sim/index.rst b/docs/source/overview/sim/index.rst
new file mode 100644
index 00000000..fd6e56fd
--- /dev/null
+++ b/docs/source/overview/sim/index.rst
@@ -0,0 +1,23 @@
+Simulation Framework 
+==================
+
+Overview of the Simulation Framework:
+
+- Architecture
+
+- Components
+  
+  - Simulation Manager
+  - Simulation Object
+  - Material
+  - Virtual Sensor
+  - Kinematics Solver
+  - Motion Generation
+
+
+.. toctree::
+   :maxdepth: 1
+   :glob:
+
+   solvers/index
+   planners/index
diff --git a/docs/source/overview/sim/planners/index.rst b/docs/source/overview/sim/planners/index.rst
new file mode 100644
index 00000000..0347197a
--- /dev/null
+++ b/docs/source/overview/sim/planners/index.rst
@@ -0,0 +1,36 @@
+Planners
+=================================
+
+This section documents the planners provided by the project with a focus on 
+planners for robotic motion: path planning, trajectory generation,
+collision avoidance, and practical considerations such as smoothness and
+dynamic feasibility.
+
+The repository contains several planner implementations — each has a dedicated
+page with implementation details and examples. Use the links at the bottom of
+this page to jump to a specific planner.
+
+.. contents:: Table of contents
+    :local:
+    :depth: 2
+
+Overview
+--------
+
+The `embodichain` project provides a unified interface for robot trajectory planning, supporting both joint space and Cartesian space interpolation. The main planners include:
+
+- **MotionGenerator**: A unified trajectory planning interface that supports joint/Cartesian interpolation, automatic constraint handling, flexible planner selection, and is easily extensible for collision checking and additional planners.
+- **ToppraPlanner**: A time-optimal trajectory planner based on the TOPPRA library, supporting joint trajectory generation under velocity and acceleration constraints.
+- **TrajectorySampleMethod**: An enumeration for trajectory sampling strategies, supporting sampling by time, quantity, or distance.
+
+These tools can be used to generate smooth and dynamically feasible robot trajectories, and are extensible for future collision checking and various sampling requirements.
+
+See also
+--------
+
+.. toctree::
+    :maxdepth: 1
+
+    motion_generator.md
+    toppra_planner.md
+    trajectory_sample_method.md
diff --git a/docs/source/overview/sim/planners/motion_generator.md b/docs/source/overview/sim/planners/motion_generator.md
new file mode 100644
index 00000000..5aa75a0b
--- /dev/null
+++ b/docs/source/overview/sim/planners/motion_generator.md
@@ -0,0 +1,142 @@
+# MotionGenerator
+
+`MotionGenerator` provides a unified interface for robot trajectory planning, supporting both joint space and Cartesian space interpolation. It is designed to work with different planners (such as ToppraPlanner) and can be extended to support collision checking in the future.
+
+## Features
+
+* **Unified planning interface**: Supports trajectory planning with or without collision checking (collision checking is reserved for future implementation).
+* **Flexible planner selection**: Allows selection of different planners (currently supports TOPPRA for time-optimal planning).
+* **Automatic constraint handling**: Retrieves velocity and acceleration limits from the robot or uses user-specified/default values.
+* **Supports both joint and Cartesian interpolation**: Generates discrete trajectories using either joint space or Cartesian space interpolation.
+* **Convenient sampling**: Supports various sampling strategies via `TrajectorySampleMethod`.
+
+## Usage
+
+### Initialization
+
+```python
+from embodichain.data import get_data_path
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import (
+    RobotCfg,
+    URDFCfg,
+    JointDrivePropertiesCfg,
+)
+
+from embodichain.lab.sim.planners.motion_generator import MotionGenerator
+from embodichain.lab.sim.objects.robot import Robot
+from embodichain.lab.sim.solvers.pink_solver import PinkSolverCfg
+from embodichain.lab.sim.planners.utils import TrajectorySampleMethod
+
+# Configure the simulation
+sim_cfg = SimulationManagerCfg(
+    width=1920,
+    height=1080,
+    physics_dt=1.0 / 100.0,
+    sim_device="cpu",
+)
+
+sim = SimulationManager(sim_cfg)
+sim.set_manual_update(True)
+
+# Get UR10 URDF path
+urdf_path = get_data_path("UniversalRobots/UR10/UR10.urdf")
+
+# Create UR10 robot
+robot_cfg = RobotCfg(
+    uid="UR10_test",
+    urdf_cfg=URDFCfg(
+        components=[{"component_type": "arm", "urdf_path": urdf_path}]
+    ),
+    control_parts={"arm": ["Joint[1-6]"]},
+    solver_cfg={
+        "arm": PinkSolverCfg(
+            urdf_path=urdf_path,
+            end_link_name="ee_link",
+            root_link_name="base_link",
+            pos_eps=1e-2,
+            rot_eps=5e-2,
+            max_iterations=300,
+            dt=0.1,
+        )
+    },
+    drive_pros=JointDrivePropertiesCfg(
+        stiffness={"Joint[1-6]": 1e4},
+        damping={"Joint[1-6]": 1e3},
+    ),
+)
+robot = sim.add_robot(cfg=robot_cfg)
+
+motion_gen = MotionGenerator(
+    robot=robot,
+    uid="arm",
+    planner_type="toppra",
+    default_velocity=0.2,
+    default_acceleration=0.5
+)
+
+```
+
+### Trajectory Planning
+
+#### Joint Space Planning
+
+```python
+current_state = {
+    "position": [0, 0, 0, 0, 0, 0],
+    "velocity": [0, 0, 0, 0, 0, 0],
+    "acceleration": [0, 0, 0, 0, 0, 0]
+}
+target_states = [
+    {"position": [1, 1, 1, 1, 1, 1]}
+]
+success, positions, velocities, accelerations, times, duration = motion_gen.plan(
+    current_state=current_state,
+    target_states=target_states,
+    sample_method=TrajectorySampleMethod.TIME,
+    sample_interval=0.01
+)
+```
+
+#### Cartesian or Joint Interpolation
+
+```python
+# Using joint configurations (qpos_list)
+qpos_list = [
+    [0, 0, 0, 0, 0, 0],
+    [1, 1, 1, 1, 1, 1]
+]
+out_qpos_list, out_xpos_list = motion_gen.create_discrete_trajectory(
+    qpos_list=qpos_list,
+    is_linear=False,
+    sample_method=TrajectorySampleMethod.QUANTITY,
+    sample_num=20
+)
+```
+
+### Estimating Trajectory Sample Count
+
+You can estimate the number of sampling points required for a trajectory before generating it:
+
+```python
+# Estimate based on joint configurations (qpos_list)
+qpos_list = [
+    [0, 0, 0, 0, 0, 0],
+    [0.5, 0.5, 0.5, 0.5, 0.5, 0.5],
+    [1, 1, 1, 1, 1, 1]
+]
+sample_count = motion_gen.estimate_trajectory_sample_count(
+    qpos_list=qpos_list,  # List of joint positions
+    step_size=0.01, # unit: m
+    angle_step=0.05, # unit: rad
+)
+print(f"Estimated sample count: {sample_count}")
+```
+
+## Notes
+
+* The planner type can be specified as a string or `PlannerType` enum.
+* If the robot provides its own joint limits, those will be used; otherwise, default or user-specified limits are applied.
+* For Cartesian interpolation, inverse kinematics (IK) is used to compute joint configurations for each interpolated pose.
+* The class is designed to be extensible for additional planners and collision checking in the future.
+* The sample count estimation is useful for predicting computational load and memory requirements.
diff --git a/docs/source/overview/sim/planners/toppra_planner.md b/docs/source/overview/sim/planners/toppra_planner.md
new file mode 100644
index 00000000..3ff756fd
--- /dev/null
+++ b/docs/source/overview/sim/planners/toppra_planner.md
@@ -0,0 +1,58 @@
+# ToppraPlanner
+
+`ToppraPlanner` is a trajectory planner based on the [TOPPRA](https://toppra.readthedocs.io/) (Time-Optimal Path Parameterization via Reachability Analysis) library. It generates time-optimal joint trajectories under velocity and acceleration constraints.
+
+## Features
+
+- **Time-optimal trajectory generation**: Computes the fastest possible trajectory between waypoints, given joint velocity and acceleration limits.
+- **Flexible sampling**: Supports sampling by time interval or by number of points.
+- **Constraint handling**: Automatically formats velocity and acceleration constraints for the TOPPRA solver.
+- **Dense and sparse waypoints**: Supports both dense and sparse waypoint interpolation.
+
+## Usage
+
+### Initialization
+
+```python
+from embodichain.lab.sim.planners.toppra_planner import ToppraPlanner
+planner = ToppraPlanner(
+    dofs=6,
+    max_constraints={
+        "velocity": [1.0, 1.0, 1.0, 1.0, 1.0, 1.0],
+        "acceleration": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
+    }
+)
+```
+
+### Planning
+
+```python
+from embodichain.lab.sim.planners.utils import TrajectorySampleMethod
+from embodichain.lab.sim.planners.toppra_planner import ToppraPlanner
+success, positions, velocities, accelerations, times, duration = planner.plan(
+    current_state={
+        "position": [0, 0, 0, 0, 0, 0],
+        "velocity": [0, 0, 0, 0, 0, 0],
+        "acceleration": [0, 0, 0, 0, 0, 0]
+    },
+    target_states=[
+        {"position": [1, 1, 1, 1, 1, 1]}
+    ],
+    sample_method=TrajectorySampleMethod.TIME,
+    sample_interval=0.01
+)
+```
+
+- `positions`, `velocities`, `accelerations` are arrays of sampled trajectory points.
+- `times` is the array of time stamps.
+- `duration` is the total trajectory time.
+
+## Notes
+
+- The planner requires the `toppra` library (`pip install toppra==0.6.3`).
+- For dense waypoints, the default spline interpolation is used. For sparse waypoints, you may need to adjust the interpolation method.
+- The number of grid points (`gridpt_min_nb_points`) is important for accurate acceleration constraint handling.
+
+## References
+
+- [TOPPRA Documentation](https://hungpham2511.github.io/toppra/index.html)
diff --git a/docs/source/overview/sim/planners/trajectory_sample_method.md b/docs/source/overview/sim/planners/trajectory_sample_method.md
new file mode 100644
index 00000000..0b8c16ff
--- /dev/null
+++ b/docs/source/overview/sim/planners/trajectory_sample_method.md
@@ -0,0 +1,17 @@
+# TrajectorySampleMethod
+
+`TrajectorySampleMethod` is an enumeration that defines different strategies for sampling points along a trajectory. It provides meaningful names for various sampling methods, making trajectory planning code more readable and maintainable.
+
+## Enum Members
+
+- **TIME**:  
+  Sample trajectory points based on fixed time intervals.  
+  Example: Generate a point every 0.01 seconds.
+
+- **QUANTITY**:  
+  Sample a specified number of points along the trajectory, regardless of the time interval.  
+  Example: Generate exactly 100 points between start and end.
+
+- **DISTANCE**:  
+  Sample points based on fixed distance intervals along the path.  
+  Example: Generate a point every 1 cm along the trajectory.
diff --git a/docs/source/overview/sim/solvers/differential_solver.md b/docs/source/overview/sim/solvers/differential_solver.md
new file mode 100644
index 00000000..5f68cad6
--- /dev/null
+++ b/docs/source/overview/sim/solvers/differential_solver.md
@@ -0,0 +1,99 @@
+# DifferentialSolver
+
+The `DifferentialSolver` is a differential inverse kinematics (IK) controller designed for robot manipulators. It computes joint-space commands to achieve desired end-effector positions or poses using various Jacobian-based methods.
+
+## Key Features
+
+* Supports multiple IK methods: pseudo-inverse (`pinv`), singular value decomposition (`svd`), transpose (`trans`), and damped least squares (`dls`)
+* Configurable for position or pose control, with absolute or relative modes
+* Efficient batch computation for multiple environments
+* Flexible configuration via `DifferentialSolverCfg`
+
+## Configuration Example
+
+```python
+from embodichain.data import get_data_path
+from embodichain.lab.sim.solvers.differential_solver import DifferentialSolver
+from embodichain.lab.sim.solvers.differential_solver import DifferentialSolverCfg
+
+cfg = DifferentialSolverCfg(
+    urdf_path=get_data_path("UniversalRobots/UR5/UR5.urdf"),
+    joint_names=["joint1", "joint2", "joint3", "joint4", "joint5", "joint6"],
+    end_link_name="ee_link",
+    root_link_name="base_link",
+    command_type="pose",
+    use_relative_mode=False,
+    ik_method="pinv",
+    ik_params={"k_val": 1.0}
+)
+
+solver = DifferentialSolver(cfg)
+```
+
+## Main Methods
+
+* `get_fk(self, qpos: torch.Tensor) -> torch.Tensor`  
+  Computes the end-effector pose (homogeneous transformation matrix) for the given joint positions.
+
+  **Parameters:**
+  + `qpos` (`torch.Tensor` or `list[float]`): Joint positions, shape `(num_envs, num_joints)` or `(num_joints,)`.
+
+  **Returns:**
+  + `torch.Tensor`: End-effector pose(s), shape `(num_envs, 4, 4)`.
+
+  **Example:**
+
+```python
+  fk = solver.get_fk(qpos=[0.0, 0.0, 0.0, 1.5708, 0.0, 0.0])
+  print(fk)
+  # Output:
+  # tensor([[[ 0.0,     -1.0,      0.0,     -0.722600],
+  #          [ 0.0,      0.0,     -1.0,     -0.191450],
+  #          [ 1.0,      0.0,      0.0,      0.079159],
+  #          [ 0.0,      0.0,      0.0,      1.0     ]]])
+```
+
+* `get_ik(self, target_xpos: torch.Tensor, qpos_seed: torch.Tensor = None, return_all_solutions: bool = False, jacobian: torch.Tensor = None) -> Tuple[torch.Tensor, torch.Tensor]`  
+  Computes joint positions (inverse kinematics) for the given target end-effector pose.
+
+  **Parameters:**
+  + `target_xpos` (`torch.Tensor`): Target end-effector pose(s), shape `(num_envs, 4, 4)`.
+  + `qpos_seed` (`torch.Tensor`, optional): Initial guess for joint positions, shape `(num_envs, num_joints)`. If `None`, a default is used.
+  + `return_all_solutions` (`bool`, optional): If `True`, returns all possible solutions. Default is `False`.
+  + `jacobian` (`torch.Tensor`, optional): Custom Jacobian. Usually not required.
+
+  **Returns:**
+  + `Tuple[torch.Tensor, torch.Tensor]`:
+    - First element: Joint positions, shape `(num_envs, num_joints)`.
+    - Second element: Convergence info or error for each environment.
+
+  **Example:**
+
+```python
+  import torch
+  xpos = torch.tensor([[[ 0.0,     -1.0,      0.0,     -0.722600],
+                        [ 0.0,      0.0,     -1.0,     -0.191450],
+                        [ 1.0,      0.0,      0.0,      0.079159],
+                        [ 0.0,      0.0,      0.0,      1.0     ]]])
+  qpos_seed = torch.zeros((1, 6))
+  qpos_sol, info = solver.get_ik(target_xpos=xpos)
+  print("IK solution:", qpos_sol)
+  print("Convergence info:", info)
+  # IK solution: tensor([True])
+  # Convergence info: tensor([[0.0, -0.231429, 0.353367, 0.893100, 0.0, 0.555758]])
+```
+
+> **Tip:**
+> - `get_fk` is for forward kinematics (joint to end-effector), `get_ik` is for inverse kinematics (end-effector to joint).
+> - For batch computation, the first dimension of `qpos` and `target_xpos` is the batch size.
+
+## IK Methods Supported
+
+* **pinv**: Jacobian pseudo-inverse
+* **svd**: Singular value decomposition
+* **trans**: Jacobian transpose
+* **dls**: Damped least squares
+
+## References
+
+* [Isaac Sim Library](https://github.com/isaac-sim/IsaacLab)
diff --git a/docs/source/overview/sim/solvers/index.rst b/docs/source/overview/sim/solvers/index.rst
new file mode 100644
index 00000000..8ffa5570
--- /dev/null
+++ b/docs/source/overview/sim/solvers/index.rst
@@ -0,0 +1,96 @@
+Solvers
+=================================
+
+This section documents the solvers provided by the project with a focus on
+robotic kinematics: forward kinematics (FK), inverse kinematics (IK),
+differential (velocity) kinematics, constraint handling and practical
+considerations such as singularities and performance tuning.
+
+The repository contains several solver implementations — each has a dedicated
+page with implementation details and examples. Use the links at the bottom of
+this page to jump to a specific solver.
+
+.. contents:: Table of contents
+    :local:
+    :depth: 2
+
+Overview
+--------
+
+Robotic kinematics solvers translate between joint-space and task-space.
+
+- Forward kinematics (FK) maps joint values q to an end-effector pose.
+- Inverse kinematics (IK) finds joint values q that achieve a desired end-effector
+   pose.
+
+
+Forward kinematics
+-------------------
+
+Forward kinematics composes joint transforms according to the robot's
+kinematic tree to produce the end-effector transform. Practical builders compute these transforms efficiently using the robot's
+URDF or internal kinematic model. FK solvers in `embodichain` are
+optimized for batch evaluation and for returning both pose and link frames.
+
+Inverse kinematics
+-------------------
+
+Inverse kinematics is the core topic for robotics. There are two common
+approaches implemented in the repository:
+
+- Analytical IK (closed-form): when the robot geometry admits a closed-form
+   solution (e.g., many 6-DOF industrial arms), these solvers return exact
+   solutions quickly and deterministically.
+- Numerical IK: general-purpose methods based on the Jacobian or optimization
+   that work for arbitrary kinematic chains but may be slower and require
+   a good initial guess.
+
+Analytical IK
+~~~~~~~~~~~~~
+
+Analytical solvers (see the OPW) exploit kinematic
+structure to derive algebraic inverse mappings. Benefits include:
+
+- very fast runtime
+- exact solutions when they exist
+
+Limitations:
+
+- only available for specific robot families and joint arrangements
+
+Numerical IK (Jacobian-based and optimization)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+Numerical IK methods iteratively update joint values q to reduce pose error.
+Jacobian-based updates use the task Jacobian J(q) to relate changes in joint
+space to end-effector motion.
+
+
+Multi-chain and closed-loop kinematics
+-------------------------------------
+
+Solvers can handle serial chains, branched kinematic trees and some closed-loop
+mechanisms. Closed-loop systems commonly require constraint solvers and may
+embed loop-closure constraints in the solver as equality constraints.
+
+
+Choosing a solver
+-----------------
+
+- Use analytic solvers (OPW for 6-DOF arms or SRS for 7-DOF arms) when available for speed and
+   determinism.
+- Use numerical solvers (PyTorch/optimization, Differential) when you need
+   flexibility..
+
+See also
+--------
+
+.. toctree::
+    :maxdepth: 1
+
+    pytorch_solver.md
+    differential_solver.md
+    pink_solver.md
+    pinocchio_solver.md
+    opw_solver.md
+    srs_solver.md
diff --git a/docs/source/overview/sim/solvers/opw_solver.md b/docs/source/overview/sim/solvers/opw_solver.md
new file mode 100644
index 00000000..f4dd1bf1
--- /dev/null
+++ b/docs/source/overview/sim/solvers/opw_solver.md
@@ -0,0 +1,111 @@
+# OPWSolver
+
+`OPWSolver` is a specialized inverse kinematics (IK) solver for 6-DOF industrial robots using the OPW kinematic parameterization. It provides fast, analytical solutions for robots with parallel and offset axes, supporting both CPU and GPU acceleration. The solver is suitable for large-scale batch IK tasks and real-time control.
+
+## Key Features
+
+* Analytical IK for OPW-parameterized 6-DOF manipulators
+* Supports both parallel and offset axes, with custom axis flipping
+* Fast batch computation for multiple target poses
+* Configurable for CPU (py_opw_kinematics) and GPU (warp) backends
+* Flexible configuration via `OPWSolverCfg`
+* Strict enforcement of joint limits
+* Forward kinematics (FK) and multiple IK solution branches
+
+## Configuration
+
+The solver is configured using the `OPWSolverCfg` class, which defines OPW parameters and solver options.
+
+```python
+import torch
+import numpy as np
+from embodichain.data import get_data_path
+from embodichain.lab.sim.solvers.opw_solver import OPWSolver, OPWSolverCfg
+
+cfg = OPWSolverCfg(
+    urdf_path=get_data_path("CobotMagicArm/CobotMagicNoGripper.urdf"),
+    joint_names=["joint1", "joint2", "joint3", "joint4", "joint5", "joint6"],
+    end_link_name="link6",
+    root_link_name="arm_base",
+    a1 = 0.0,
+    a2 = -21.984,
+    b = 0.0,
+    c1 = 123.0,
+    c2 = 285.03,
+    c3 = 250.75,
+    c4 = 91.0,
+    offsets = (
+        0.0,
+        82.21350356417211 * np.pi / 180.0,
+        -167.21710113148163 * np.pi / 180.0,
+        0.0,
+        0.0,
+        0.0,
+    ),
+    flip_axes = (False, False, False, False, False, False),
+    has_parallelogram = False,
+)
+
+solver = OPWSolver(cfg, device="cuda")
+```
+
+## Main Methods
+
+* `get_fk(self, qpos: torch.Tensor) -> torch.Tensor`  
+  Computes the end-effector pose (homogeneous transformation matrix) for the given joint positions.
+
+  **Parameters:**
+  + `qpos` (`torch.Tensor` or `list[float]`): Joint positions, shape `(num_envs, num_joints)` or `(num_joints,)`.
+
+  **Returns:**
+  + `torch.Tensor`: End-effector pose(s), shape `(num_envs, 4, 4)`.
+
+  **Example:**
+
+```python
+  fk = solver.get_fk(qpos=[0.0, 0.0, 0.0, 1.5708, 0.0, 0.0])
+  print(fk)
+  # Output:
+  # tensor([[[ 0.0,      0.087093,      0.996200,      0.056135],
+  #          [-1.0,      0.0     ,     -0.0     ,     -0.0     ],
+  #          [ 0.0,     -0.996200,      0.087093,      0.213281],
+  #          [ 0.0,      0.0     ,      0.0     ,      1.0     ]]], device=solver.device)
+```
+
+* `get_ik(self, target_xpos: torch.Tensor, qpos_seed: torch.Tensor = None, return_all_solutions: bool = False, jacobian: torch.Tensor = None) -> Tuple[torch.Tensor, torch.Tensor]`  
+  Computes joint positions (inverse kinematics) for the given target end-effector pose.
+
+  **Parameters:**
+  + `target_xpos` (`torch.Tensor`): Target end-effector pose(s), shape `(num_envs, 4, 4)`.
+  + `qpos_seed` (`torch.Tensor`, optional): Initial guess for joint positions, shape `(num_envs, num_joints)`. If `None`, a default is used.
+  + `return_all_solutions` (`bool`, optional): If `True`, returns all possible solutions. Default is `False`.
+  + `jacobian` (`torch.Tensor`, optional): Custom Jacobian. Usually not required.
+
+  **Returns:**
+  + `Tuple[torch.Tensor, torch.Tensor]`:
+    - First element: Joint positions, shape `(num_envs, num_joints)`.
+    - Second element: Convergence info or error for each environment.
+
+  **Example:**
+
+```python
+  import torch
+  xpos = torch.tensor([[[ 0.0,      0.087093,      0.996200,      0.056135],
+                        [-1.0,      0.0     ,     -0.0     ,     -0.0     ],
+                        [ 0.0,     -0.996200,      0.087093,      0.213281],
+                        [ 0.0,      0.0     ,      0.0     ,      1.0     ]]], device=solver.device)
+
+  qpos_seed = torch.zeros((1, 6))
+  qpos_sol, info = solver.get_ik(target_xpos=xpos)
+  print("IK solution:", qpos_sol)
+  print("Convergence info:", info)
+  # IK solution: tensor([1], device='cuda:0', dtype=torch.int32)
+  # Convergence info: tensor([[-3.141593, 0.793811, 0.0, 0.0, 2.522188, 1.570792]], device='cuda:0')
+
+```
+
+## References
+
+* [OPW Kinematics Paper](https://doi.org/10.1109/TRO.2017.2776312)
+* [py_opw_kinematics Documentation](https://github.com/UM-ARM-Lab/py_opw_kinematics)
+* [warp Documentation](https://github.com/NVIDIA/warp)
diff --git a/docs/source/overview/sim/solvers/pink_solver.md b/docs/source/overview/sim/solvers/pink_solver.md
new file mode 100644
index 00000000..c7de6d61
--- /dev/null
+++ b/docs/source/overview/sim/solvers/pink_solver.md
@@ -0,0 +1,103 @@
+# PinkSolver
+
+`PinkSolver` is an advanced inverse kinematics (IK) solver for robot manipulators, built on [Pinocchio](https://github.com/stack-of-tasks/pinocchio) and [Pink](https://github.com/stephane-caron/pink). It supports flexible task definitions, robust optimization, and null space posture control.
+
+## Key Features
+
+- Supports both position-only and full pose (position + orientation) constraints
+- Configurable convergence tolerance (`pos_eps`, `rot_eps`), damping, and iteration limits
+- Handles joint limits and safety checks during optimization
+- Allows variable and fixed task definitions for flexible control (see `FrameTask`, `NullSpacePostureTask`)
+- Integrates with Pinocchio robot models and Pink task framework
+- Supports multiple solver backends: `osqp`, `clarabel`, `ecos`, `proxqp`, `scs`, `daqp`
+- Provides joint mapping between simulation and solver for flexible robot integration
+- Null space posture task for redundancy resolution and secondary objectives
+- Torch and numpy compatible for seamless integration in simulation pipelines
+
+## Configuration Example
+
+```python
+from embodichain.data import get_data_path
+from embodichain.lab.sim.solvers.pink_solver import PinkSolver
+from embodichain.lab.sim.solvers.pink_solver import PinkSolverCfg
+
+cfg = PinkSolverCfg(
+    urdf_path=get_data_path("UniversalRobots/UR5/UR5.urdf"),
+    joint_names=["joint1", "joint2", "joint3", "joint4", "joint5", "joint6"],
+    end_link_name="ee_link",
+    root_link_name="base_link",
+    max_iterations=500,
+    pos_eps=1e-4,
+    rot_eps=1e-4,
+    dt=0.05,
+    damp=1e-10,
+    is_only_position_constraint=False,
+    fail_on_joint_limit_violation=True,
+    solver_type="osqp",
+    variable_input_tasks=None,
+    fixed_input_tasks=None,
+)
+
+solver = PinkSolver(cfg)
+```
+
+
+## Main Methods
+
+* `get_fk(self, qpos: torch.Tensor) -> torch.Tensor`  
+  Computes the end-effector pose (homogeneous transformation matrix) for the given joint positions.
+
+  **Parameters:**
+  + `qpos` (`torch.Tensor` or `list[float]`): Joint positions, shape `(num_envs, num_joints)` or `(num_joints,)`.
+
+  **Returns:**
+  + `torch.Tensor`: End-effector pose(s), shape `(num_envs, 4, 4)`.
+
+  **Example:**
+
+```python
+  fk = solver.get_fk(qpos=[0.0, 0.0, 0.0, 1.5708, 0.0, 0.0])
+  print(fk)
+  # Output:
+  # tensor([[[ 0.0,     -1.0,      0.0,     -0.722600],
+  #          [ 0.0,      0.0,     -1.0,     -0.191450],
+  #          [ 1.0,      0.0,      0.0,      0.079159],
+  #          [ 0.0,      0.0,      0.0,      1.0     ]]])
+```
+
+* `get_ik(self, target_xpos: torch.Tensor, qpos_seed: torch.Tensor = None, return_all_solutions: bool = False, jacobian: torch.Tensor = None) -> Tuple[torch.Tensor, torch.Tensor]`  
+  Computes joint positions (inverse kinematics) for the given target end-effector pose.
+
+  **Parameters:**
+  + `target_xpos` (`torch.Tensor`): Target end-effector pose(s), shape `(num_envs, 4, 4)`.
+  + `qpos_seed` (`torch.Tensor`, optional): Initial guess for joint positions, shape `(num_envs, num_joints)`. If `None`, a default is used.
+  + `return_all_solutions` (`bool`, optional): If `True`, returns all possible solutions. Default is `False`.
+  + `jacobian` (`torch.Tensor`, optional): Custom Jacobian. Usually not required.
+
+  **Returns:**
+  + `Tuple[torch.Tensor, torch.Tensor]`:
+    - First element: Joint positions, shape `(num_envs, num_joints)`.
+    - Second element: Convergence info or error for each environment.
+
+  **Example:**
+
+```python
+  import torch
+  xpos = torch.tensor([[[ 0.0,     -1.0,      0.0,     -0.722600],
+                        [ 0.0,      0.0,     -1.0,     -0.191450],
+                        [ 1.0,      0.0,      0.0,      0.079159],
+                        [ 0.0,      0.0,      0.0,      1.0     ]]])
+  qpos_seed = torch.zeros((1, 6))
+  qpos_sol, info = solver.get_ik(target_xpos=xpos)
+  print("IK solution:", qpos_sol)
+  print("Convergence info:", info)
+  # IK solution: tensor([True])
+  # Convergence info: tensor([[0.0, -0.231429, 0.353367, 0.893100, 0.0, 0.555758]])
+```
+
+
+## References
+
+- [Pinocchio Library](https://github.com/stack-of-tasks/pinocchio)
+- [Pink Library](https://github.com/stephane-caron/pink)
+- [Null Space Posture Task](https://github.com/stephane-caron/pink#null-space-posture-task)
diff --git a/docs/source/overview/sim/solvers/pinocchio_solver.md b/docs/source/overview/sim/solvers/pinocchio_solver.md
new file mode 100644
index 00000000..fa2f0dec
--- /dev/null
+++ b/docs/source/overview/sim/solvers/pinocchio_solver.md
@@ -0,0 +1,94 @@
+# PinocchioSolver
+
+The `PinocchioSolver` is a high-precision inverse kinematics (IK) solver for robot manipulators, leveraging [Pinocchio](https://github.com/stack-of-tasks/pinocchio) and [CasADi](https://web.casadi.org/) for symbolic and numerical optimization. It supports both position and orientation constraints, joint limits, and smoothness regularization for robust and realistic IK solutions.
+
+## Key Features
+
+* Supports both position-only and full pose constraints
+* Configurable convergence tolerance, damping, and iteration limits
+* Enforces joint limits during optimization
+* Uses CasADi for symbolic cost and constraint definition
+* Integrates with Pinocchio robot models for accurate kinematics
+* Batch sampling for robust IK seed initialization
+
+## Configuration Example
+
+```python
+from embodichain.data import get_data_path
+from embodichain.lab.sim.solvers.pinocchio_solver import PinocchioSolver
+from embodichain.lab.sim.solvers.pinocchio_solver import PinocchioSolverCfg
+
+cfg = PinocchioSolverCfg(
+    urdf_path=get_data_path("UniversalRobots/UR5/UR5.urdf"),
+    joint_names=["joint1", "joint2", "joint3", "joint4", "joint5", "joint6"],
+    end_link_name="ee_link",
+    root_link_name="base_link",
+    max_iterations=1000,
+    pos_eps=1e-4,
+    rot_eps=1e-4,
+    dt=0.05,
+    damp=1e-6,
+    num_samples=30,
+    is_only_position_constraint=False,
+)
+
+solver = PinocchioSolver(cfg)
+```
+
+## Main Methods
+
+* `get_fk(self, qpos: torch.Tensor) -> torch.Tensor`  
+  Computes the end-effector pose (homogeneous transformation matrix) for the given joint positions.
+
+  **Parameters:**
+  + `qpos` (`torch.Tensor` or `list[float]`): Joint positions, shape `(num_envs, num_joints)` or `(num_joints,)`.
+
+  **Returns:**
+  + `torch.Tensor`: End-effector pose(s), shape `(num_envs, 4, 4)`.
+
+  **Example:**
+
+```python
+  fk = solver.get_fk(qpos=[0.0, 0.0, 0.0, 1.5708, 0.0, 0.0])
+  print(fk)
+  # Output:
+  # tensor([[[ 0.0,     -1.0,      0.0,     -0.722600],
+  #          [ 0.0,      0.0,     -1.0,     -0.191450],
+  #          [ 1.0,      0.0,      0.0,      0.079159],
+  #          [ 0.0,      0.0,      0.0,      1.0     ]]])
+```
+
+* `get_ik(self, target_xpos: torch.Tensor, qpos_seed: torch.Tensor = None, return_all_solutions: bool = False, jacobian: torch.Tensor = None) -> Tuple[torch.Tensor, torch.Tensor]`  
+  Computes joint positions (inverse kinematics) for the given target end-effector pose.
+
+  **Parameters:**
+  + `target_xpos` (`torch.Tensor`): Target end-effector pose(s), shape `(num_envs, 4, 4)`.
+  + `qpos_seed` (`torch.Tensor`, optional): Initial guess for joint positions, shape `(num_envs, num_joints)`. If `None`, a default is used.
+  + `return_all_solutions` (`bool`, optional): If `True`, returns all possible solutions. Default is `False`.
+  + `jacobian` (`torch.Tensor`, optional): Custom Jacobian. Usually not required.
+
+  **Returns:**
+  + `Tuple[torch.Tensor, torch.Tensor]`:
+    - First element: Joint positions, shape `(num_envs, num_joints)`.
+    - Second element: Convergence info or error for each environment.
+
+  **Example:**
+
+```python
+  import torch
+  xpos = torch.tensor([[[ 0.0,     -1.0,      0.0,     -0.722600],
+                        [ 0.0,      0.0,     -1.0,     -0.191450],
+                        [ 1.0,      0.0,      0.0,      0.079159],
+                        [ 0.0,      0.0,      0.0,      1.0     ]]])
+  qpos_seed = torch.zeros((1, 6))
+  qpos_sol, info = solver.get_ik(target_xpos=xpos)
+  print("IK solution:", qpos_sol)
+  print("Convergence info:", info)
+  # IK solution: tensor([True])
+  # Convergence info: tensor([[0.0, -0.231429, 0.353367, 0.893100, 0.0, 0.555758]])
+```
+
+## References
+
+* [Pinocchio Documentation](https://stack-of-tasks.github.io/pinocchio/)
+* [CasADi Documentation](https://web.casadi.org/)
diff --git a/docs/source/overview/sim/solvers/pytorch_solver.md b/docs/source/overview/sim/solvers/pytorch_solver.md
new file mode 100644
index 00000000..7677a3cb
--- /dev/null
+++ b/docs/source/overview/sim/solvers/pytorch_solver.md
@@ -0,0 +1,112 @@
+# PytorchSolver
+
+`PytorchSolver` is a high-performance inverse kinematics (IK) solver for robot manipulators, leveraging [pytorch_kinematics](https://github.com/UM-ARM-Lab/pytorch_kinematics) for efficient computation and seamless integration with PyTorch workflows. It supports both position and orientation constraints, joint limits, batch sampling, and GPU acceleration, making it suitable for real-time and large-scale applications.
+
+## Key Features
+
+* Full support for position-only or full pose (position + orientation) constraints
+* Configurable convergence tolerance, damping, and iteration limits
+* Enforces joint limits during optimization
+* Batch sampling for robust IK seed initialization and solution diversity
+* Efficient batched computation for multiple target poses
+* PyTorch integration for GPU acceleration and tensor-based workflows
+* Flexible configuration via `PytorchSolverCfg` class
+
+## Configuration
+
+The solver is configured using the `PytorchSolverCfg` class, which allows detailed control over solver parameters and robot model setup.
+
+```python
+from embodichain.data import get_data_path
+from embodichain.lab.sim.solvers.pytorch_solver import PytorchSolver
+from embodichain.lab.sim.solvers.pytorch_solver import PytorchSolverCfg
+import torch
+
+cfg = PytorchSolverCfg(
+    urdf_path=get_data_path("UniversalRobots/UR5/UR5.urdf"),
+    joint_names=["joint1", "joint2", "joint3", "joint4", "joint5", "joint6"],
+    end_link_name="ee_link",
+    root_link_name="base_link",
+    max_iterations=1000,
+    pos_eps=1e-4,
+    rot_eps=1e-4,
+    dt=0.05,
+    damp=1e-6,
+    num_samples=30,
+    is_only_position_constraint=False,
+)
+
+solver = PytorchSolver(cfg)
+```
+
+### Dynamic Parameter Adjustment
+
+Solver parameters can be updated at runtime using `set_iteration_params` :
+
+```python
+solver.set_iteration_params(
+    pos_eps=1e-5,
+    rot_eps=1e-5,
+    max_iterations=500,
+    num_samples=50,
+    damp=1e-7,
+)
+```
+
+## Main Methods
+
+* `get_fk(self, qpos: torch.Tensor) -> torch.Tensor`  
+  Computes the end-effector pose (homogeneous transformation matrix) for the given joint positions.
+
+  **Parameters:**
+  + `qpos` (`torch.Tensor` or `list[float]`): Joint positions, shape `(num_envs, num_joints)` or `(num_joints,)`.
+
+  **Returns:**
+  + `torch.Tensor`: End-effector pose(s), shape `(num_envs, 4, 4)`.
+
+  **Example:**
+
+```python
+  fk = solver.get_fk(qpos=[0.0, 0.0, 0.0, 1.5708, 0.0, 0.0])
+  print(fk)
+  # Output:
+  # tensor([[[ 0.0,     -1.0,      0.0,     -0.722600],
+  #          [ 0.0,      0.0,     -1.0,     -0.191450],
+  #          [ 1.0,      0.0,      0.0,      0.079159],
+  #          [ 0.0,      0.0,      0.0,      1.0     ]]])
+```
+
+* `get_ik(self, target_xpos: torch.Tensor, qpos_seed: torch.Tensor = None, return_all_solutions: bool = False, jacobian: torch.Tensor = None) -> Tuple[torch.Tensor, torch.Tensor]`  
+  Computes joint positions (inverse kinematics) for the given target end-effector pose.
+
+  **Parameters:**
+  + `target_xpos` (`torch.Tensor`): Target end-effector pose(s), shape `(num_envs, 4, 4)`.
+  + `qpos_seed` (`torch.Tensor`, optional): Initial guess for joint positions, shape `(num_envs, num_joints)`. If `None`, a default is used.
+  + `return_all_solutions` (`bool`, optional): If `True`, returns all possible solutions. Default is `False`.
+  + `jacobian` (`torch.Tensor`, optional): Custom Jacobian. Usually not required.
+
+  **Returns:**
+  + `Tuple[torch.Tensor, torch.Tensor]`:
+    - First element: Joint positions, shape `(num_envs, num_joints)`.
+    - Second element: Convergence info or error for each environment.
+
+  **Example:**
+
+```python
+  import torch
+  xpos = torch.tensor([[[ 0.0,     -1.0,      0.0,     -0.722600],
+                        [ 0.0,      0.0,     -1.0,     -0.191450],
+                        [ 1.0,      0.0,      0.0,      0.079159],
+                        [ 0.0,      0.0,      0.0,      1.0     ]]])
+  qpos_seed = torch.zeros((1, 6))
+  qpos_sol, info = solver.get_ik(target_xpos=xpos)
+  print("IK solution:", qpos_sol)
+  print("Convergence info:", info)
+  # IK solution: tensor([True], device='cuda:0')
+  # Convergence info: tensor([[0.0, -0.244575, 0.373442, 0.853886, 0.0, 0.588007]], device='cuda:0')
+
+```
+
+## References
+
+* [pytorch_kinematics Documentation](https://github.com/UM-ARM-Lab/pytorch_kinematics)
diff --git a/docs/source/overview/sim/solvers/srs_solver.md b/docs/source/overview/sim/solvers/srs_solver.md
new file mode 100644
index 00000000..3cabb57e
--- /dev/null
+++ b/docs/source/overview/sim/solvers/srs_solver.md
@@ -0,0 +1,133 @@
+# SRSSolver
+
+`SRSSolver` is a high-performance inverse kinematics (IK) solver specifically designed for 7-DOF manipulators with a Spherical-Rotational-Spherical (S-R-S) joint structure. This architecture is common in anthropomorphic and redundant industrial arms, providing high dexterity and redundancy for advanced manipulation tasks. SRSSolver supports batch computation, joint limits, GPU acceleration, and seamless integration with PyTorch workflows.
+
+## What is S-R-S Kinematics?
+
+The S-R-S (Spherical-Rotational-Spherical) structure refers to a 7-joint manipulator arrangement:
+
+* **Spherical (S)**: A 3-DOF spherical joint (often realized by three intersecting revolute joints), enabling arbitrary orientation in 3D space.
+* **Rotational (R)**: A single revolute joint, typically located at the "elbow, " providing an extra degree of freedom for redundancy.
+* **Spherical (S)**: Another 3-DOF spherical joint at the wrist, allowing full orientation control of the end-effector.
+
+This structure enables:
+* **Redundancy**: The arm can reach the same pose with multiple joint configurations, useful for obstacle avoidance and singularity avoidance.
+* **High Dexterity**: Suitable for tasks requiring complex manipulation and orientation.
+* **Wide Application**: Common in humanoid robots and collaborative arms.
+
+## Key Features
+
+* Optimized for S-R-S 7-DOF kinematic chains
+* Supports position and orientation constraints, joint limits
+* Batch sampling and multi-solution output for robust IK
+* GPU acceleration for large-scale or real-time applications
+* Flexible configuration for DH parameters, joint limits, link lengths, and more
+
+## Configuration
+
+SRSSolver is configured via the `SRSSolverCfg` class, allowing detailed control over kinematic parameters and solver behavior.
+
+```python
+from embodichain.data import get_data_path
+from embodichain.lab.sim.robots.dexforce_w1.types import (
+    DexforceW1ArmSide,
+    DexforceW1ArmKind,
+    DexforceW1Version,
+)
+from embodichain.lab.sim.robots.dexforce_w1.params import (
+    W1ArmKineParams,
+)
+from embodichain.lab.sim.solvers.srs_solver import SRSSolver, SRSSolverCfg
+
+arm_params = W1ArmKineParams(
+    arm_side=DexforceW1ArmSide.RIGHT,
+    arm_kind=DexforceW1ArmKind.ANTHROPOMORPHIC,
+    version=DexforceW1Version.V021,
+)
+
+cfg = SRSSolverCfg(
+    urdf_path=get_data_path("DexforceW1V021/DexforceW1_v02_1.urdf"),
+    joint_names=[f"{'RIGHT'}_J{i+1}" for i in range(7)],
+    end_link_name="left_ee",
+    root_link_name="left_arm_base",
+    dh_params=arm_params.dh_params,
+    qpos_limits=arm_params.qpos_limits,
+    T_e_oe=arm_params.T_e_oe,
+    T_b_ob=arm_params.T_b_ob,
+    link_lengths=arm_params.link_lengths,
+    rotation_directions=arm_params.rotation_directions,
+)
+
+solver = SRSSolver(cfg, num_envs=1, device="cuda")
+```
+
+## Main Methods
+
+* `get_fk(self, qpos: torch.Tensor) -> torch.Tensor`  
+  Computes the end-effector pose (homogeneous transformation matrix) for the given joint positions.
+
+  **Parameters:**
+  + `qpos` (`torch.Tensor` or `list[float]`): Joint positions, shape `(num_envs, num_joints)` or `(num_joints,)`.
+
+  **Returns:**
+  + `torch.Tensor`: End-effector pose(s), shape `(num_envs, 4, 4)`.
+
+  **Example:**
+
+```python
+  fk = solver.get_fk(qpos=[0.0, 0.0, 0.0, 1.5708, 0.0, 0.0, 0.0])
+  print(fk)
+  # Output:
+  # tensor([[[ 0.0,     -1.0,      0.0,      0.0],
+  #          [ 0.0,      0.0,     -1.0,     -0.33],
+  #          [ 1.0,      0.0,      0.0,      0.3625],
+  #          [ 0.0,      0.0,      0.0,      1.0]]])
+```
+
+* `get_ik(self, target_xpos: torch.Tensor, qpos_seed: torch.Tensor = None, return_all_solutions: bool = False, jacobian: torch.Tensor = None) -> Tuple[torch.Tensor, torch.Tensor]`  
+  Computes joint positions (inverse kinematics) for the given target end-effector pose.
+
+  **Parameters:**
+  + `target_xpos` (`torch.Tensor`): Target end-effector pose(s), shape `(num_envs, 4, 4)`.
+  + `qpos_seed` (`torch.Tensor`, optional): Initial guess for joint positions, shape `(num_envs, num_joints)`. If `None`, a default is used.
+  + `return_all_solutions` (`bool`, optional): If `True`, returns all possible solutions. Default is `False`.
+  + `jacobian` (`torch.Tensor`, optional): Custom Jacobian. Usually not required.
+
+  **Returns:**
+  + `Tuple[torch.Tensor, torch.Tensor]`:
+    - First element: Joint positions, shape `(num_envs, num_joints)`.
+    - Second element: Convergence info or error for each environment.
+
+  **Example:**
+
+```python
+  import torch
+  xpos = torch.tensor([[[ 0.0,     -1.0,      0.0,     -0.0],
+                        [ 0.0,      0.0,     -1.0,     -0.33],
+                        [ 1.0,      0.0,      0.0,      0.3625],
+                        [ 0.0,      0.0,      0.0,      1.0]]])
+  qpos_seed = torch.zeros((1, 7))
+  qpos_sol, info = solver.get_ik(target_xpos=xpos)
+  print("IK solution:", qpos_sol)
+  print("Convergence info:", info)
+  # IK solution: tensor([True], device='cuda:0')
+  # Convergence info: tensor([[[-0.022269, 0.045214, -0.022273, -1.570796, 0.045204, -0.001007, 0.044519]]], device='cuda:0')
+```
+
+## References
+
+The following key references provide the theoretical foundation and algorithmic background for this implementation:
+
+* **Analytical Inverse Kinematic Computation for 7-DOF Redundant Manipulators With Joint Limits and Its Application to Redundancy Resolution**  
+  Masayuki Shimizu, Hiromu Kakuya, Woo-Keun Yoon, Kosei Kitagaki, Kazuhiro Kosuge  
+  *IEEE Transactions on Robotics*, 2008  
+  [DOI: 10.1109/TRO.2008.2003266](https://doi.org/10.1109/TRO.2008.2003266)  
+  This paper presents an analytical approach for solving the inverse kinematics of 7-DOF redundant manipulators, including joint limit handling and redundancy resolution strategies.
+
+* **Position-based kinematics for 7-DoF serial manipulators with global configuration control, joint limit, and singularity avoidance**  
+  Carlos Faria, Flora Ferreira, Wolfram Erlhagen, Sérgio Monteiro, Estela Bicho  
+  *Mechanism and Machine Theory*, 2018  
+  [DOI: 10.1016/j.mechmachtheory.2017.10.025](https://doi.org/10.1016/j.mechmachtheory.2017.10.025)  
+  This work introduces position-based kinematic algorithms for 7-DOF manipulators, focusing on global configuration control, joint limit enforcement, and singularity avoidance.
+
+These publications provide the mathematical models and solution strategies that underpin the SRSSolver's design and functionality.
diff --git a/docs/source/overview/vla/index.rst b/docs/source/overview/vla/index.rst
new file mode 100644
index 00000000..dc775db1
--- /dev/null
+++ b/docs/source/overview/vla/index.rst
@@ -0,0 +1,2 @@
+Vision-Language-Action Models
+==================
diff --git a/docs/source/quick_start/docs.md b/docs/source/quick_start/docs.md
new file mode 100644
index 00000000..c62a3d71
--- /dev/null
+++ b/docs/source/quick_start/docs.md
@@ -0,0 +1,18 @@
+# Build Documentation
+
+## 1. Install the documentation dependencies
+
+```bash
+pip install -r docs/requirements.txt
+```
+
+> If you have issue like `locale.Error: unsupported locale setting`, please enter `export LC_ALL=C.UTF-8; export LANG=C.UTF-8` before build the API.
+
+## 2. Build the HTML site
+
+```bash
+cd docs
+make html
+```
+
+Then you can preview the documentation in your browser at `docs/build/html/index.html`.
diff --git a/docs/source/quick_start/install.md b/docs/source/quick_start/install.md
new file mode 100644
index 00000000..8a365939
--- /dev/null
+++ b/docs/source/quick_start/install.md
@@ -0,0 +1,71 @@
+# Installation
+
+## System Requirements
+
+The following minimum system requirements are recommended to run EmbodiChain reliably. These are the tested configurations during development — other Linux distributions and versions may work but are not officially supported.
+
+- Operating System: Linux (x86_64)
+    - Recommended distributions: Ubuntu 20.04 LTS or Ubuntu 22.04 LTS
+
+- NVIDIA GPU and drivers:
+    - Hardware: NVIDIA GPU with compute capability 7.0 or higher (e.g., RTX 20 series, RTX 30 series, A100, etc.)
+    - NVIDIA driver: 535 or higher (recommended 570)
+    - CUDA Toolkit: any of 11.8 — 12.8 (we test primarily with 11.8 and 12.x)
+
+- Python:
+    - Supported Python versions:
+        - Python 3.9
+        - Python 3.10
+    - Use a virtual environment (venv, virtualenv, or conda) to isolate dependencies
+
+Notes:
+
+- Ensure your NVIDIA driver and CUDA toolkit versions are compatible with your chosen PyTorch wheel.
+- We recommend installing PyTorch from the official PyTorch instructions for your CUDA version: https://pytorch.org/get-started/locally/
+
+---
+
+### Recommended: Install with Docker 
+
+We strongly recommend using our pre-configured Docker environment, which contains all necessary dependencies.
+
+```bash
+docker pull dexforce/embodichain:ubuntu22.04-cuda12.8
+```
+
+---
+
+
+### Install EmbodiChain
+
+> **We strongly recommend using a virtual environment to avoid dependency conflicts.**
+
+Install `DexSim` manually:
+```bash
+# If you are using Python 3.10
+pip install http://pyp.open3dv.site:2345/packages/dexsim_engine-0.3.6-cp310-cp310-manylinux_2_31_x86_64.whl
+```
+
+> We are working on uploading DexSim to PyPI for easier installation. Please stay tuned!
+
+
+Clone the EmbodiChain repository:
+```bash
+git clone https://github.com/DexForce/EmbodiChain.git
+```
+
+Install the project in development mode:
+
+```bash
+pip install -e . 
+```
+
+
+### Verify Installation
+To verify that EmbodiChain is installed correctly, run a simple demo script to create a simulation scene:
+
+```bash
+ python scripts/tutorials/sim/create_scene.py
+```
+---
+
diff --git a/docs/source/resources/roadmap.md b/docs/source/resources/roadmap.md
new file mode 100644
index 00000000..89bf504a
--- /dev/null
+++ b/docs/source/resources/roadmap.md
@@ -0,0 +1,25 @@
+# Roadmap
+
+Currently, EmbodiChain is under active development. Our plan for the feature roadmap is as follows:
+
+- Simulation:
+    - Rendering:
+        - Improve ray-tracing backend performance and fix some konwn issues.
+        - Add a high performance Hybrid rendering backend for better visual quality and speed trade-off.
+        - Support a more efficient real-time denoiser.
+        - Add a new rasterization backend for basic rendering tasks.
+        - Support 3DGS rendering mode (If we have enough bandwidth).
+    - Physics:
+        - Improve soft body simulation stability and add more examples and tasks.
+        - We are also exploring how to integrate [newton physics](https://github.com/newton-physics/newton) into EmbodiChain as an alternative physics backend.
+    - Sensors:
+        - Add contact and force sensors with examples.
+    - Kinematics Solvers:
+        - Improve the existing IK solver performance and stability (especially SRSSolver and OPWSolver).
+    - Motion Generation:
+        - Add more advanced motion generation methods and examples.
+    - Useful Tools:
+        - Add a robot workspace analysis tool for better visualization and sampling of robot accessible workspace.
+    - We are working on USD support for EmbodiChain to enable better scene creation and asset management.
+
+- Models and Training Workflows:
diff --git a/docs/source/resources/robot/cobotmagic.md b/docs/source/resources/robot/cobotmagic.md
new file mode 100644
index 00000000..ac7a959f
--- /dev/null
+++ b/docs/source/resources/robot/cobotmagic.md
@@ -0,0 +1,112 @@
+# CobotMagic
+
+CobotMagic is a versatile dual-arm collaborative robot developed by AgileX Robotics. It is widely used in simulation, education, industry, and service scenarios. All examples in this document are based on the latest PourWater task environment.
+
+## Key Features
+
+- **Dual-arm parallel structure** supporting multiple layouts (standard, face-to-face, custom)
+- **Configurable gripper models** (V70/V100) and material types (NORMAL/NEW_UV/NO_MATERIAL)
+- **Flexible URDF assembly** and simulation parameter configuration
+- **Compatible with SimulationManager**, supporting multi-arena parallel simulation
+- **High degree of freedom**: 16 axes (dual arms + grippers, each gripper includes 1 mimic joint)
+- **Customizable control groups** for flexible task decomposition and extension
+
+---
+
+## Robot Parameters
+
+| Parameter             | Description                                                      |
+|-----------------------|------------------------------------------------------------------|
+| Number of joints      | 16 (dual arms + grippers, each gripper includes a mimic joint)   |
+| Gripper models        | V70 / V100                                                       |
+| Layout types          | NORMAL (standard) / FACE_TO_FACE / CUSTOM                        |
+| Initial base height   | 0.7775m (adjustable)                                             |
+| Mobile base support   | **Not supported** in the current version (fixed base only)        |
+
+> **Note:** The current version of CobotMagic does **not** support a mobile base. All examples and environments assume a fixed base configuration.
+
+
+---
+
+## Quick Initialization Example
+
+```python
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.robots import CobotMagicCfg
+
+config = SimulationManagerCfg(headless=False, sim_device="cpu")
+sim = SimulationManager(config)
+sim.build_multiple_arenas(2)  # Supports parallel simulation in multiple arenas
+sim.set_manual_update(False)
+
+robot = sim.add_robot(cfg=CobotMagicCfg().from_dict({}))
+```
+
+---
+
+## Configuration Parameters
+
+### 1. Main Configuration Items
+
+- **uid**: Unique identifier for the robot, default is "CobotMagic"
+- **urdf_cfg**: URDF configuration, supports multi-component assembly (e.g., dual arms)
+- **control_parts**: Control groups for independent control of each arm and gripper
+- **solver_cfg**: Inverse kinematics solver configuration, customizable end-effector and base
+- **drive_pros**: Joint drive properties (stiffness, damping, max effort, etc.)
+- **attrs**: Rigid body physical attributes (mass, friction, damping, etc.)
+
+### 2. Custom Usage Example
+
+```python
+from embodichain.lab.sim.robots import CobotMagicCfg
+
+custom_cfg = {
+    "init_pos": [0.0, 0.0, 1.0],  # Initial position
+    # Add more custom parameters as needed
+}
+cfg = CobotMagicCfg.from_dict(custom_cfg)
+robot = sim.add_robot(cfg=cfg)
+```
+
+### 3. Control Group Example
+
+```python
+control_parts = {
+    "left_arm": ["LEFT_JOINT1", ..., "LEFT_JOINT6"],
+    "left_eef": ["LEFT_JOINT7", "LEFT_JOINT8"],
+    "right_arm": ["RIGHT_JOINT1", ..., "RIGHT_JOINT6"],
+    "right_eef": ["RIGHT_JOINT7", "RIGHT_JOINT8"],
+}
+```
+
+---
+
+## Common Issues & Notes
+
+- **URDF Path**: Ensure the corresponding URDF files exist in the data path (e.g., `CobotMagicArm/CobotMagicWithGripperV100.urdf`).
+- **Simulation Device**: Supports CPU/GPU simulation. Set `sim_device` according to your hardware.
+- **Multi-arena Simulation**: Use `build_multiple_arenas(n)` to quickly create n parallel simulation environments.
+- **Gripper Model Switching**: To switch gripper models, modify the URDF path in `urdf_cfg`.
+- **Mobile Base**: Not supported in the current version; related parameters will be ignored.
+
+---
+
+## References
+
+- [AgileX CobotMagic Product Page](https://global.agilex.ai/products/cobot-magic)
+- Related URDF file path: `CobotMagicArm/`
+    - CobotMagicWithGripperV70.urdf
+    - CobotMagicWithGripperV100.urdf
+    - CobotMagicNoGripper.urdf
+- [embodichain Simulation Platform Documentation](https://github.com/dexforce/embodichain)
+
+---
+
+## References
+
+- [AgileX CobotMagic Product Page](https://global.agilex.ai/products/cobot-magic)
+- Related URDF file paths (located in `CobotMagicArm/`):
+    - `CobotMagicWithGripperV70.urdf`
+    - `CobotMagicWithGripperV100.urdf`
+    - `CobotMagicNoGripper.urdf`
+- [embodichain Simulation Platform Documentation](https://github.com/dexforce/embodichain)
diff --git a/docs/source/resources/robot/dexforce_w1.md b/docs/source/resources/robot/dexforce_w1.md
new file mode 100644
index 00000000..69c4860e
--- /dev/null
+++ b/docs/source/resources/robot/dexforce_w1.md
@@ -0,0 +1,54 @@
+# Dexforce W1
+
+Dexforce W1 is a versatile robot developed by DexForce Technology Co., Ltd., supporting both industrial and anthropomorphic arm types. It is suitable for various simulation and real-world application scenarios.
+
+## Key Features
+
+- Supports multiple arm types (industrial, anthropomorphic)
+- Configurable left/right hand brand and version
+- Flexible URDF assembly and simulation configuration
+- Compatible with SimulationManager simulation environment
+
+
+## Usage in Simulation Environment
+
+"""
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.robots.dexforce_w1.types import (
+    DexforceW1HandBrand, DexforceW1ArmSide, DexforceW1ArmKind, DexforceW1Version
+)
+from embodichain.lab.sim.robots.dexforce_w1.utils import build_dexforce_w1_cfg
+
+config = SimulationManagerCfg(headless=False, sim_device="cpu")
+sim = SimulationManager(config)
+sim.build_multiple_arenas(4)
+sim.set_manual_update(True)
+
+hand_types = {
+    DexforceW1ArmSide.LEFT: DexforceW1HandBrand.BRAINCO_HAND,
+    DexforceW1ArmSide.RIGHT: DexforceW1HandBrand.BRAINCO_HAND,
+}
+hand_versions = {
+    DexforceW1ArmSide.LEFT: DexforceW1Version.V021,
+    DexforceW1ArmSide.RIGHT: DexforceW1Version.V021,
+}
+
+cfg = build_dexforce_w1_cfg(
+    arm_kind=DexforceW1ArmKind.ANTHROPOMORPHIC,
+    hand_types=hand_types,
+    hand_versions=hand_versions,
+)
+
+robot = sim.add_robot(cfg=cfg)
+print("DexforceW1 robot added to the simulation.")
+```
+
+## Type Descriptions
+
+
+| Type                    | Options / Values                                      | Description                        |
+|-------------------------|-------------------------------------------------------|------------------------------------|
+| `DexforceW1ArmKind`     | `ANTHROPOMORPHIC`, `INDUSTRIAL`                       | Arm type                           |
+| `DexforceW1HandBrand`   | `BRAINCO_HAND`, `DH_PGC_GRIPPER`, `DH_PGC_GRIPPER_M`  | Hand brand                         |
+| `DexforceW1Version`     | `V021`                                                | Release version                    |
+| `DexforceW1ArmSide`     | `LEFT`, `RIGHT`                                       | Left/right hand identifier         |
diff --git a/docs/source/resources/robot/index.rst b/docs/source/resources/robot/index.rst
new file mode 100644
index 00000000..621c5294
--- /dev/null
+++ b/docs/source/resources/robot/index.rst
@@ -0,0 +1,9 @@
+Supported Robots
+======================
+
+.. toctree::
+   :maxdepth: 1
+
+   Dexforce W1 <dexforce_w1.md>
+   CobotMagic <cobotmagic.md>
+   
\ No newline at end of file
diff --git a/docs/source/resources/task/index.rst b/docs/source/resources/task/index.rst
new file mode 100644
index 00000000..7a83855d
--- /dev/null
+++ b/docs/source/resources/task/index.rst
@@ -0,0 +1,7 @@
+Supported Tasks
+======================
+
+.. toctree::
+   :maxdepth: 1
+
+    Pour Water <pour_water.md>
\ No newline at end of file
diff --git a/docs/source/resources/task/pour_water.md b/docs/source/resources/task/pour_water.md
new file mode 100644
index 00000000..a5be3b73
--- /dev/null
+++ b/docs/source/resources/task/pour_water.md
@@ -0,0 +1,3 @@
+# Pour Water
+
+Zhao Runyi is pouring water now, please do not disturb him...
\ No newline at end of file
diff --git a/docs/source/tutorial/basic_env.rst b/docs/source/tutorial/basic_env.rst
new file mode 100644
index 00000000..a0b8fabf
--- /dev/null
+++ b/docs/source/tutorial/basic_env.rst
@@ -0,0 +1,185 @@
+
+.. _tutorial_create_basic_env:
+
+Creating a Basic Environment
+============================
+
+.. currentmodule:: embodichain.lab.gym
+
+This tutorial shows you how to create a simple robot learning environment using EmbodiChain's Gym interface. You'll learn how to inherit from the base environment class, set up robots and objects, define actions and observations, and run training scenarios.
+
+The Code
+~~~~~~~~
+
+The tutorial corresponds to the ``random_reach.py`` script in the ``scripts/tutorials/gym`` directory.
+
+.. dropdown:: Code for random_reach.py
+   :icon: code
+
+   .. literalinclude:: ../../../scripts/tutorials/gym/random_reach.py
+      :language: python
+      :linenos:
+
+
+The Code Explained
+~~~~~~~~~~~~~~~~~~
+
+This tutorial demonstrates how to create a custom RL environment by inheriting from :class:`envs.BaseEnv`. The environment implements a simple reach task where a robot arm tries to reach randomly positioned targets.
+
+Environment Registration
+-------------------------
+
+First, we register the environment with the Gymnasium registry using the :func:`utils.registration.register_env` decorator:
+
+.. literalinclude:: ../../../scripts/tutorials/gym/random_reach.py
+   :language: python
+   :start-at: @register_env("RandomReach-v1", max_episode_steps=100, override=True)
+   :end-at: class RandomReachEnv(BaseEnv):
+
+The decorator parameters define:
+
+- **Environment ID**: ``"RandomReach-v1"`` - unique identifier for the environment
+- **max_episode_steps**: Maximum steps per episode (100 in this case)
+- **override**: Whether to override existing environment with same ID
+
+Environment Initialization
+---------------------------
+
+The ``__init__`` method configures the simulation environment and calls the parent constructor:
+
+.. literalinclude:: ../../../scripts/tutorials/gym/random_reach.py
+   :language: python
+   :lines: 25-46
+
+Key configuration options include:
+
+- **num_envs**: Number of parallel environments to run
+- **headless**: Whether to run without GUI (useful for training)
+- **device**: Computation device ("cpu" or "cuda")
+
+Robot Setup
+------------
+
+The `_setup_robot` method loads and configures the robot for the environment:
+
+.. literalinclude:: ../../../scripts/tutorials/gym/random_reach.py
+   :language: python
+   :start-at: def _setup_robot(self, **kwargs) -> Robot:
+   :end-at: return robot
+
+This method demonstrates:
+
+1. **URDF Loading**: Using data module to access robot URDF files
+2. **Robot Configuration**: Setting initial position and joint configuration
+3. **Action Space Definition**: Creating action space based on joint limits
+
+The action space is automatically derived from the robot's joint limits, ensuring actions stay within valid ranges.
+
+Scene Preparation
+-----------------
+
+The :meth:`_prepare_scene` method adds additional objects to the simulation environment:
+
+.. literalinclude:: ../../../scripts/tutorials/gym/random_reach.py
+   :language: python
+   :lines: 72-84
+
+In this example, we add a kinematic cube that serves as a visual target. The cube is configured with:
+
+- **No collision**: ``enable_collision=False`` for visualization only
+- **Kinematic body**: Can be moved programmatically without physics
+- **Custom size**: Small 3cm cube for target visualization
+- **initial position**: Initially placed at a fixed location
+
+State Updates
+-------------
+
+The `_update_sim_state` method is called at each simulation step to update object states:
+
+.. literalinclude:: ../../../scripts/tutorials/gym/random_reach.py
+   :language: python
+   :start-at: def _update_sim_state(self, **kwargs) -> None:
+   :end-at: self.cube.set_local_pose(pose=pose)
+
+This method randomizes the cube's position. The pose is updated for all parallel environments simultaneously.
+
+Note that this method is called after perform action execution and simulation update but before observation collection. For more details, see :meth:`envs.BaseEnv.step`.
+
+Action Execution
+----------------
+
+The `_step_action` method applies actions to the robot:
+
+.. literalinclude:: ../../../scripts/tutorials/gym/random_reach.py
+   :language: python
+   :start-at: def _step_action(self, action: EnvAction) -> EnvAction:
+   :end-at: return action
+
+In this simple environment, actions directly set joint positions. More complex environments might:
+
+- Convert actions to joint torques or velocities
+- Apply action filtering or scaling
+- Implement inverse kinematics for end-effector control
+
+Observation Extension
+---------------------
+
+The default observations include the following keys:
+
+- `robot`: Robot proprioception data (joint positions, velocities, efforts)
+- `sensor` (optional): Data from any sensors (e.g., cameras)
+
+The `_extend_obs` method allows you to add custom observations:
+
+.. literalinclude:: ../../../scripts/tutorials/gym/random_reach.py
+   :language: python
+   :start-at: def _extend_obs(self, obs: EnvObs, **kwargs) -> EnvObs:
+   :end-at: return obs
+
+While commented out in this example, you can add custom data like:
+
+- Object positions and orientations
+- Distance calculations
+- Custom sensor readings
+- Task-specific state information
+
+The Code Execution
+~~~~~~~~~~~~~~~~~~
+
+To run the environment:
+
+.. code-block:: bash
+
+   cd /path/to/embodichain
+   python scripts/tutorials/gym/random_reach.py
+
+You can customize the execution with command-line options:
+
+.. code-block:: bash
+
+   # Run multiple parallel environments
+   python scripts/tutorials/gym/random_reach.py --num_envs 4
+   
+   # Run with GPU acceleration
+   python scripts/tutorials/gym/random_reach.py --device cuda
+   
+   # Run in headless mode (no GUI)
+   python scripts/tutorials/gym/random_reach.py --headless
+
+The script demonstrates:
+
+1. **Environment Creation**: Using ``gym.make()`` with custom parameters
+2. **Episode Loop**: Running multiple episodes with random actions
+3. **Performance Monitoring**: Calculating frames per second (FPS)
+
+Key Features Demonstrated
+~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+This tutorial showcases several important features of EmbodiChain environments:
+
+1. **Gymnasium Integration**: Full compatibility with the Gymnasium API
+2. **Parallel Environments**: Running multiple environments simultaneously for efficient training
+3. **Robot Integration**: Easy loading and control of robotic systems
+4. **Custom Objects**: Adding and manipulating scene objects
+5. **Flexible Actions**: Customizable action spaces and execution methods
+6. **Extensible Observations**: Adding task-specific observation data
diff --git a/docs/source/tutorial/create_scene.rst b/docs/source/tutorial/create_scene.rst
new file mode 100644
index 00000000..4f8dd314
--- /dev/null
+++ b/docs/source/tutorial/create_scene.rst
@@ -0,0 +1,93 @@
+Creating a simulation scene
+==========================
+
+.. currentmodule:: embodichain.lab.sim
+
+This tutorial shows how to create a basic simulation scene using SimulationManager. It covers the setup of the simulation context, adding rigid objects, and running the simulation loop.
+
+The Code
+~~~~~~~~
+
+The tutorial corresponds to the ``create_scene.py`` script in the ``scripts/tutorials/sim`` directory.
+
+.. dropdown:: Code for create_scene.py
+   :icon: code
+
+   .. literalinclude:: ../../../scripts/tutorials/sim/create_scene.py
+      :language: python
+      :linenos:
+
+
+The Code Explained
+~~~~~~~~~~~~~~~~~~
+
+Configuring the simulation
+--------------------------
+
+The first step is to configure the simulation environment. This is done using the :class:`SimulationManagerCfg` data class, which allows you to specify various parameters like window dimensions, headless mode, physics timestep, simulation device (CPU/GPU), and rendering options like ray tracing.
+
+Command-line arguments are parsed using ``argparse`` to allow for easy customization of the simulation from the terminal.
+
+.. literalinclude:: ../../../scripts/tutorials/sim/create_scene.py
+   :language: python
+   :start-at: # Parse command line arguments
+   :end-at: sim.build_multiple_arenas(args.num_envs, space=3.0)
+
+There are two kinds of physics mode in :class:`SimulationManager`:
+
+- `manual`: The physics updates only when the user calls the :meth:`SimulationManager.update` function. This mode is used for robot learning tasks where precise control over simulation steps is required. Enabled by setting :meth:`SimulationManager.set_manual_update` to True.
+- `auto`: The physics updates in a standalone thread, which enable asynchronous rendering and physics stepping. This mode is suitable for visualizations and demos for digital twins applications. This is the default mode.
+
+If `num_envs` is greater than 1, :meth:`SimulationManager.build_multiple_arenas` should be used to create multiple simulation arenas.
+
+Adding objects to the scene
+---------------------------
+
+With the simulation context created, we can add objects. This tutorial demonstrates adding a dynamic rigid cube to the scene using the :meth:`SimulationManager.add_rigid_object` method. The object's properties, such as its shape, initial position, and physics attributes (mass, friction, restitution), are defined through a configuration object, :class:`cfg.RigidObjectCfg`.
+
+.. literalinclude:: ../../../scripts/tutorials/sim/create_scene.py
+   :language: python
+   :start-at: # Add objects to the scene
+   :end-at: init_pos=[0.0, 0.0, 1.0],
+
+Running the simulation
+----------------------
+
+The simulation is advanced through a loop in the ``run_simulation`` function. Before starting the loop, GPU physics is initialized if a CUDA device is used.
+
+Inside the loop, :meth:`SimulationManager.update` is called to step the physics simulation forward. The script also includes logic to calculate and print the Frames Per Second (FPS) to monitor performance. The simulation runs until it's manually stopped with ``Ctrl+C``.
+
+.. literalinclude:: ../../../scripts/tutorials/sim/create_scene.py
+   :language: python
+   :start-at: def run_simulation(sim: SimulationManager):
+   :end-at: last_step = step_count
+
+Exiting the simulation
+----------------------
+
+Upon exiting the simulation loop (e.g., by a ``KeyboardInterrupt``), it's important to clean up resources. The :meth:`SimulationManager.destroy` method is called in a ``finally`` block to ensure that the simulation is properly terminated and all allocated resources are released.
+
+.. literalinclude:: ../../../scripts/tutorials/sim/create_scene.py
+   :language: python
+   :start-at: except KeyboardInterrupt:
+   :end-at: sim.destroy()
+
+
+The Code Execution
+~~~~~~~~~~~~~~~~~~
+
+To run the script and see the result, execute the following command:
+
+.. code-block:: bash
+
+   python scripts/tutorials/sim/create_scene.py
+
+A window should appear showing a cube dropping onto a flat plane. To stop the simulation, you can either close the window or press ``Ctrl+C`` in the terminal.
+
+You can also pass arguments to customize the simulation. For example, to run in headless mode with `n` parallel environments using specified device:
+
+.. code-block:: bash
+
+   python scripts/tutorials/sim/create_scene.py --headless --num_envs <n> --device <cuda/cpu>
+
+Now that we have a basic understanding of how to create a scene, let's move on to more advanced topics.
diff --git a/docs/source/tutorial/create_softbody.rst b/docs/source/tutorial/create_softbody.rst
new file mode 100644
index 00000000..cfaf85c8
--- /dev/null
+++ b/docs/source/tutorial/create_softbody.rst
@@ -0,0 +1,68 @@
+Creating a soft-body simulation
+===============================
+
+.. currentmodule:: embodichain.lab.sim
+
+This tutorial shows how to create a soft-body simulation using ``SimulationManager``. It covers the setup of the simulation context, adding a deformable mesh (soft object), and running the simulation loop.
+
+The Code
+~~~~~~~~
+
+The tutorial corresponds to the ``create_softbody.py`` script in the ``scripts/tutorials/sim`` directory.
+
+.. dropdown:: Code for create_softbody.py
+   :icon: code
+
+   .. literalinclude:: ../../../scripts/tutorials/sim/create_softbody.py
+      :language: python
+      :linenos:
+
+
+The Code Explained
+~~~~~~~~~~~~~~~~~~
+
+Configuring the simulation
+--------------------------
+
+The first step is to configure the simulation environment. This is done using the :class:`SimulationManagerCfg` data class, which allows you to specify parameters like window dimensions, headless mode, physics timestep, simulation device (CPU/GPU), and rendering options like ray tracing. Reminded that soft body simulation can only run on cuda deive.
+
+
+.. literalinclude:: ../../../scripts/tutorials/sim/create_softbody.py
+   :language: python
+   :start-at: # Configure the simulation
+   :end-at:     print("[INFO]: Scene setup complete!")
+
+If ``num_envs`` is greater than 1, :meth:`SimulationManager.build_multiple_arenas` should be used to create multiple simulation arenas.
+
+Adding a soft body to the scene
+-------------------------------
+
+With the simulation context created, we can add a soft (deformable) object. This tutorial demonstrates adding a soft-body cow mesh to the scene using the :meth:`SimulationManager.add_soft_object` method. The object's geometry and physical parameters are defined through configuration objects:
+
+- :class:`cfg.MeshCfg` for the mesh shape (``cow.obj``)
+- :class:`cfg.SoftbodyVoxelAttributesCfg` for voxelization and simulation mesh resolution
+- :class:`cfg.SoftbodyPhysicalAttributesCfg` for material properties (Young's modulus, Poisson's ratio, density, frictions, solver iterations)
+
+.. literalinclude:: ../../../scripts/tutorials/sim/create_softbody.py
+   :language: python
+   :start-at: # add softbody to the scene
+   :end-at: print("[INFO]: Add soft object complete!")
+
+The Code Execution
+~~~~~~~~~~~~~~~~~~
+
+To run the script and see the result, execute the following command:
+
+.. code-block:: bash
+
+   python scripts/tutorials/sim/create_softbody.py
+
+A window should appear showing a soft-body cow mesh falling onto a ground plane. To stop the simulation, you can either close the window or press ``Ctrl+C`` in the terminal.
+
+You can also pass arguments to customize the simulation. For example, to run in headless mode with ``n`` parallel environments using the specified device:
+
+.. code-block:: bash
+
+   python scripts/tutorials/sim/create_softbody.py --headless --num_envs <n> --device <cuda/cpu>
+
+Now that we have a basic understanding of how to create a soft-body scene, let's move on to more advanced topics.
diff --git a/docs/source/tutorial/gizmo.rst b/docs/source/tutorial/gizmo.rst
new file mode 100644
index 00000000..b0d39b2c
--- /dev/null
+++ b/docs/source/tutorial/gizmo.rst
@@ -0,0 +1,270 @@
+.. _tutorial_gizmo_robot:
+
+Interactive Robot Control with Gizmo
+=====================================
+
+.. currentmodule:: embodichain.lab.sim
+
+This tutorial demonstrates how to use the Gizmo class for interactive robot manipulation in SimulationManager. You'll learn how to create a gizmo attached to a robot's end-effector and use it for real-time inverse kinematics (IK) control, allowing intuitive manipulation of robot poses through visual interaction.
+
+The Code
+~~~~~~~~
+
+The tutorial corresponds to the ``gizmo_robot.py`` script in the ``scripts/tutorials/sim`` directory.
+
+.. dropdown:: Code for gizmo_robot.py
+   :icon: code
+
+   .. literalinclude:: ../../../scripts/tutorials/sim/gizmo_robot.py
+      :language: python
+      :linenos:
+
+
+The Code Explained
+~~~~~~~~~~~~~~~~~~
+
+
+Similar to the previous tutorial on robot simulation, we use the :class:`SimulationManager` class to set up the simulation environment. If you haven't read that tutorial yet, please refer to :doc:`robot` first.
+
+
+
+**Important:** Gizmo only supports single environment mode (`num_envs=1`). Using multiple environments will raise an exception.
+
+All gizmo creation, visibility, and destruction operations must be managed via the SimulationManager API:
+
+.. code-block:: python
+
+   # Toggle visibility for a gizmo
+   sim.toggle_gizmo_visibility("ur10_gizmo_test", control_part="arm")
+
+   # Set visibility explicitly
+   sim.set_gizmo_visibility("ur10_gizmo_test", visible=False, control_part="arm")
+
+Always use the SimulationManager API to control gizmo visibility and lifecycle. Do not operate on the Gizmo instance directly.
+
+What is a Gizmo?
+-----------------
+
+A Gizmo is an interactive visual tool that allows users to manipulate simulation objects in real-time through mouse interactions. In robotics applications, gizmos are particularly useful for:
+
+- **Interactive Robot Control**: Drag the robot's end-effector to desired positions
+- **Inverse Kinematics**: Automatically solve joint angles to reach target poses
+- **Real-time Manipulation**: Provide immediate visual feedback during robot motion planning
+- **Debugging and Visualization**: Test robot reachability and workspace limits
+
+The :class:`objects.Gizmo` class provides a unified interface for interactive control of different simulation elements including robots, rigid objects, and cameras.
+
+Setting up Robot Configuration
+------------------------------
+
+First, we configure a UR10 robot with an IK solver for end-effector control:
+
+.. literalinclude:: ../../../scripts/tutorials/sim/gizmo_robot.py
+   :language: python
+   :start-at: # Create UR10 robot configuration
+   :end-at: robot = sim.add_robot(cfg=robot_cfg)
+
+Key components of the robot configuration:
+
+- **URDF Configuration**: Loads the robot's kinematic and visual model
+- **Control Parts**: Defines which joints can be controlled (``"Joint[1-6]"`` for UR10)
+- **IK Solver**: :class:`solvers.PinkSolverCfg` provides inverse kinematics capabilities
+- **Drive Properties**: Sets stiffness and damping for joint control
+
+The IK solver is crucial for gizmo functionality, as it enables the robot to automatically calculate joint angles needed to reach gizmo target positions.
+
+Creating and Attaching a Gizmo
+-------------------------------
+
+
+
+After configuring the robot, enable the gizmo for interactive control using the SimulationManager API (supports robot, rigid object, camera; key is `uid:control_part`):
+
+.. code-block:: python
+
+   # Enable gizmo for the robot's arm
+   sim.enable_gizmo(uid="ur10_gizmo_test", control_part="arm")
+   if not sim.has_gizmo("ur10_gizmo_test", control_part="arm"):
+       logger.log_error("Failed to enable gizmo!")
+       return
+
+
+
+The Gizmo instance is managed internally by SimulationManager. If you need to access it:
+
+.. code-block:: python
+
+   gizmo = sim.get_gizmo("ur10_gizmo_test", control_part="arm")
+
+
+
+The Gizmo system will automatically:
+
+1. **Detect Target Type**: Identify that the target is a robot (vs. rigid object or camera)
+2. **Find End-Effector**: Locate the robot's end-effector link (``ee_link`` for UR10)
+3. **Create Proxy Object**: Generate a small invisible cube at the end-effector position
+4. **Set Up IK Callback**: Configure the gizmo to trigger IK solving when moved
+
+How Gizmo-Robot Interaction Works
+----------------------------------
+
+
+
+The gizmo-robot interaction follows this efficient workflow:
+
+1. **Gizmo Callback**: When the user drags the gizmo, a callback function updates the proxy object's transform
+2. **Deferred IK Solving**: Instead of solving IK immediately in the callback (which causes UI lag), the target transform is stored
+3. **Update Loop**: During each simulation step, ``gizmo.update()`` solves IK and applies joint commands
+4. **Robot Motion**: The robot smoothly moves to follow the gizmo position
+
+This design separates UI responsiveness from computational IK solving, ensuring smooth interaction even with complex robots.
+
+The Simulation Loop
+-------------------
+
+
+
+In the main loop, simply call `sim.update_gizmos()`. There is no need to manually update any Gizmo instance.
+
+
+
+.. code-block:: python
+
+   def run_simulation(sim: SimulationManager):
+       step_count = 0
+       try:
+           last_time = time.time()
+           last_step = 0
+           while True:
+               time.sleep(0.033)  # 30Hz
+               sim.update_gizmos()  # Update all gizmos
+               step_count += 1
+               # ...performance statistics, etc...
+       except KeyboardInterrupt:
+           logger.log_info("\nStopping simulation...")
+       finally:
+           sim.destroy()  # Release all resources
+           logger.log_info("Simulation terminated successfully")
+
+
+
+Main loop highlights:
+
+- **Gizmo update**: Only `sim.update_gizmos()` is needed, no `gizmo.update()`
+- **Performance monitoring**: Optional FPS statistics
+- **Resource cleanup**: Only `sim.destroy()` is needed, no manual Gizmo destruction
+- **Graceful shutdown**: Supports Ctrl+C interruption
+
+Gizmo Lifecycle Management
+--------------------------
+
+
+
+
+Gizmo lifecycle is managed by SimulationManager:
+
+- Enable: `sim.enable_gizmo(...)`
+- Update: Main loop automatically calls `sim.update_gizmos()`
+- Destroy/disable: `sim.disable_gizmo(...)` or `sim.destroy()` (recommended)
+
+There is no need to manually create or destroy Gizmo instances. All resources are managed by SimulationManager.
+
+Available Gizmo Methods
+-----------------------
+
+
+
+
+If you need to access the underlying Gizmo instance (via `sim.get_gizmo`), you can use the following methods:
+
+**Transform Control:**
+
+- ``set_world_pose(pose)``: Set gizmo world position and orientation
+- ``get_world_pose()``: Get current gizmo world transform
+- ``set_local_pose(pose)``: Set gizmo local transform relative to parent
+- ``get_local_pose()``: Get gizmo local transform
+
+
+
+**Visual properties (strongly recommend using SimulationManager API):**
+
+- ``sim.toggle_gizmo_visibility(uid, control_part=None)``: Toggle gizmo visibility
+- ``sim.set_gizmo_visibility(uid, visible, control_part=None)``: Set gizmo visibility
+
+**Hierarchy Management:**
+
+- ``get_parent()``: Get gizmo's parent node in scene hierarchy
+- ``get_name()``: Get gizmo node name for debugging
+- ``detach()``: Disconnect gizmo from current target
+- ``attach(target)``: Attach gizmo to a new simulation object
+
+Running the Tutorial
+--------------------
+
+To run the gizmo robot tutorial:
+
+.. code-block:: bash
+
+   cd scripts/tutorials/sim
+   python gizmo_robot.py --device cpu
+
+Command-line options:
+
+- ``--device cpu|cuda``: Choose simulation device
+- ``--num_envs N``: Number of parallel environments
+- ``--headless``: Run without GUI for automated testing
+- ``--enable_rt``: Enable ray tracing for better visuals
+
+Once running:
+
+1. **Mouse Interaction**: Click and drag the gizmo (colorful axes) to move the robot
+2. **Real-time IK**: Watch the robot joints automatically adjust to follow the gizmo
+3. **Workspace Limits**: Observe how the robot behaves at workspace boundaries
+4. **Performance**: Monitor FPS in the console output
+
+Tips and Best Practices
+------------------------
+
+
+
+**Performance optimization:**
+
+- Only call ``sim.update_gizmos()`` in the main loop, no need for ``gizmo.update()``
+- Reduce IK solver iterations for better real-time performance if needed
+- Use ``set_manual_update(False)`` for smoother interaction
+
+
+
+**Debugging tips:**
+
+- Check console output for IK solver success/failure messages
+- Use ``get_world_pose()`` to check gizmo position (if needed)
+- Monitor FPS to identify performance bottlenecks
+
+
+
+**Robot compatibility:**
+
+- Ensure your robot is configured with a correct IK solver
+- Check the end-effector (EE) link name
+- Test joint limits and workspace boundaries
+
+
+
+**Visualization customization:**
+
+- Adjust gizmo appearance via Gizmo config (e.g., ``set_line_width()``; requires access to the instance via `sim.get_gizmo`)
+- Adjust gizmo scale according to robot size
+- Enable collision for debugging if needed
+
+Next Steps
+----------
+
+After mastering basic gizmo usage, you can explore:
+
+- **Multi-robot Gizmos**: Attach gizmos to multiple robots simultaneously
+- **Custom Gizmo Callbacks**: Implement application-specific interaction logic  
+- **Gizmo with Rigid Objects**: Use gizmos for interactive object manipulation
+- **Advanced IK Configuration**: Fine-tune solver parameters for specific robots
+
+For more advanced robot control and simulation features, refer to the complete :doc:`robot` tutorial and the API documentation for :class:`objects.Gizmo` and :class:`solvers.PinkSolverCfg`.
diff --git a/docs/source/tutorial/index.rst b/docs/source/tutorial/index.rst
new file mode 100644
index 00000000..11eaf5d7
--- /dev/null
+++ b/docs/source/tutorial/index.rst
@@ -0,0 +1,19 @@
+Tutorials
+=========
+
+.. toctree::
+   :maxdepth: 1
+   :hidden:
+
+   create_scene
+   create_softbody
+   rigid_object_group
+   robot
+   solver
+   sensor
+   motion_gen
+   gizmo
+   basic_env
+   modular_env
+   rl
+   
diff --git a/docs/source/tutorial/modular_env.rst b/docs/source/tutorial/modular_env.rst
new file mode 100644
index 00000000..53175e97
--- /dev/null
+++ b/docs/source/tutorial/modular_env.rst
@@ -0,0 +1,237 @@
+.. _tutorial_modular_env:
+
+Creating a Modular Environment
+==============================
+
+.. currentmodule:: embodichain.lab.gym
+
+This tutorial demonstrates how to create sophisticated robotic environments using EmbodiChain's modular architecture. You'll learn how to use the advanced :class:`envs.EmbodiedEnv` class with configuration-driven setup, event managers, observation managers, and randomization systems.
+
+The Code
+~~~~~~~~
+
+The tutorial corresponds to the ``modular_env.py`` script in the ``scripts/tutorials/gym`` directory.
+
+.. dropdown:: Code for modular_env.py
+   :icon: code
+
+   .. literalinclude:: ../../../scripts/tutorials/gym/modular_env.py
+      :language: python
+      :linenos:
+
+
+The Code Explained
+~~~~~~~~~~~~~~~~~~
+
+This tutorial showcases EmbodiChain's most powerful environment creation approach using the :class:`envs.EmbodiedEnv` class. Unlike the basic environment tutorial, this approach uses declarative configuration classes and manager systems for maximum flexibility and reusability.
+
+Event Configuration
+-------------------
+
+Events define automated behaviors that occur during simulation. There are three types of supported modes:
+
+- `startup`: triggers once when the environment is initialized
+- `reset`: triggers every time the environment is reset
+- `interval`: triggers at fixed step intervals during simulation
+
+The :class:`ExampleEventCfg` demonstrates three types of events:
+
+.. literalinclude:: ../../../scripts/tutorials/gym/modular_env.py
+   :language: python
+   :lines: 36-76
+
+**Asset Replacement Event**
+
+The ``replace_obj`` event demonstrates dynamic asset swapping:
+
+- **Function**: :func:`envs.managers.events.replace_assets_from_group`
+- **Mode**: ``"reset"`` - triggers at environment reset
+- **Purpose**: Randomly selects different fork models from a folder
+
+**Light Randomization Event**
+
+The ``randomize_light`` event creates dynamic lighting conditions:
+
+- **Function**: :func:`envs.managers.randomization.rendering.randomize_light`
+- **Mode**: ``"interval"`` - triggers every 5 steps
+- **Parameters**: Randomizes position, color, and intensity within specified ranges
+
+**Material Randomization Event**
+
+The ``randomize_table_mat`` event varies visual appearance:
+
+- **Function**: :func:`envs.managers.randomization.rendering.randomize_visual_material`
+- **Mode**: ``"interval"`` - triggers every 10 steps
+- **Features**: Random textures from COCO dataset and base color variations
+
+for more randomization events, please refer
+
+Observation Configuration
+-------------------------
+
+The default observation from :class:`envs.EmbodiedEnv` includes:
+- `robot`: robot proprioceptive data (joint positions, velocities, efforts)
+- `sensor`: all available sensor data (images, depth, segmentation, etc.)
+
+However, users always need to define some custom observation for specified learning tasks. To handle this, the observation manager system allows users to declaratively specify additional observations.
+
+.. literalinclude:: ../../../scripts/tutorials/gym/modular_env.py
+   :language: python
+   :lines: 79-87
+
+This configuration:
+
+- **Function**: :func:`envs.managers.observations.get_rigid_object_pose`
+- **Mode**: ``"add"`` - appends data to observation dictionary
+- **Name**: Custom key for the observation data
+- **Target**: Tracks the fork object's pose in the scene
+
+For details documentation, see :class:`envs.managers.cfg.ObservationCfg`.
+
+Environment Configuration
+-------------------------
+
+The main environment configuration inherits from :class:`envs.EmbodiedEnvCfg` and defines all scene components:
+
+**Robot Configuration**
+
+.. currentmodule:: embodichain.lab.sim.robots
+
+.. literalinclude:: ../../../scripts/tutorials/gym/modular_env.py
+   :language: python
+   :start-at: robot: RobotCfg = DexforceW1Cfg.from_dict(
+   :end-at: )
+
+Uses the pre-configured :class:`DexforceW1Cfg` with customizations:
+
+- **Version**: Specific robot variant (v021)
+- **Arm Type**: Anthropomorphic configuration
+- **Position**: Initial placement in the scene
+
+**Sensor Configuration**
+
+.. literalinclude:: ../../../scripts/tutorials/gym/modular_env.py
+   :language: python
+   :lines: 104-118
+
+.. currentmodule:: embodichain.lab.sim.sensors
+
+Configures a stereo camera system using :class:`StereoCameraCfg`:
+
+- **Resolution**: 960x540 pixels for realistic visual input
+- **Features**: Depth sensing and segmentation masks enabled
+- **Stereo Setup**: 6cm baseline between left and right cameras
+- **Mounting**: Attached to robot's "eyes" frame
+
+**Lighting Configuration**
+
+.. literalinclude:: ../../../scripts/tutorials/gym/modular_env.py
+   :language: python
+   :lines: 120-130
+
+Defines scene illumination with controllable point lights:
+
+- **Type**: Point light for realistic shadows
+- **Properties**: Configurable color, intensity, and position
+- **UID**: Named reference for event system manipulation
+
+**Rigid Objects**
+
+.. literalinclude:: ../../../scripts/tutorials/gym/modular_env.py
+   :language: python
+   :lines: 132-157
+
+Multiple objects demonstrate different physics properties:
+
+*Table Configuration:*
+
+- **Shape**: Custom PLY mesh with UV mapping
+- **Physics**: Kinematic body (movable but not affected by forces)  
+- **Material**: Friction and restitution properties for realistic contact
+
+*Fork Configuration:*
+
+- **Shape**: Detailed mesh from asset library
+- **Scale**: Proportionally scaled for scene consistency
+- **Physics**: Dynamic body affected by gravity and collisions
+
+**Articulated Objects**
+
+.. literalinclude:: ../../../scripts/tutorials/gym/modular_env.py
+   :language: python
+   :lines: 159-169
+
+Demonstrates complex mechanisms with moving parts:
+
+- **URDF**: Sliding drawer with joints and constraints
+- **Positioning**: Placed on table surface for interaction
+
+Environment Implementation
+--------------------------
+
+The actual environment class is remarkably simple due to the configuration-driven approach:
+
+.. literalinclude:: ../../../scripts/tutorials/gym/modular_env.py
+   :language: python
+   :start-at: @register_env("ModularEnv-v1", max_episode_steps=100, override=True)
+   :end-at: super().__init__(cfg, **kwargs)
+
+The :class:`envs.EmbodiedEnv` base class automatically:
+
+- Loads all configured scene components
+- Sets up observation and action spaces
+- Initializes event and observation managers
+- Handles environment lifecycle (reset, step, etc.)
+
+The Code Execution
+~~~~~~~~~~~~~~~~~~
+
+To run the modular environment:
+
+.. code-block:: bash
+
+   cd /path/to/embodichain
+   python scripts/tutorials/gym/modular_env.py
+
+The script demonstrates the complete workflow:
+
+1. **Configuration**: Creates an instance of ``ExampleCfg``
+2. **Registration**: Uses the registered environment ID
+3. **Execution**: Runs episodes with zero actions to observe automatic behaviors
+
+
+Manager System Benefits
+~~~~~~~~~~~~~~~~~~~~~~~
+
+The manager-based architecture provides several key advantages:
+
+**Event Managers**
+
+- **Modularity**: Reusable event functions across environments
+- **Timing Control**: Flexible scheduling (reset, interval, condition-based)
+- **Parameter Binding**: Type-safe configuration with validation
+- **Extensibility**: Easy to add custom event behaviors
+
+**Observation Managers**
+
+- **Flexible Data**: Any simulation data can become an observation
+- **Processing Pipeline**: Built-in normalization and transformation
+- **Dynamic Composition**: Runtime observation space modification
+- **Performance**: Efficient data collection and GPU acceleration
+
+
+Key Features Demonstrated
+~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+This tutorial showcases the most advanced features of EmbodiChain environments:
+
+1. **Configuration-Driven Design**: Declarative environment specification
+2. **Manager Systems**: Modular event and observation handling
+3. **Asset Management**: Dynamic loading and randomization
+4. **Sensor Integration**: Realistic camera systems with stereo vision
+5. **Physics Simulation**: Complex articulated and rigid body dynamics
+6. **Visual Randomization**: Automated domain randomization
+7. **Extensible Architecture**: Easy customization and extension points
+
+
+This tutorial demonstrates the full power of EmbodiChain's modular environment system, providing the foundation for creating sophisticated robotic learning scenarios.
diff --git a/docs/source/tutorial/motion_gen.rst b/docs/source/tutorial/motion_gen.rst
new file mode 100644
index 00000000..712a314a
--- /dev/null
+++ b/docs/source/tutorial/motion_gen.rst
@@ -0,0 +1,134 @@
+
+.. _tutorial_motion_generator:
+
+Motion Generator
+================
+
+.. currentmodule:: embodichain.lab.sim.planners.motion_generator
+
+Overview
+~~~~~~~~
+
+The ``MotionGenerator`` class in EmbodiChain provides a unified and extensible interface for robot trajectory planning. It supports time-optimal trajectory generation (currently via TOPPRA), joint/Cartesian interpolation, and is designed for easy integration with RL, imitation learning, and classical control scenarios.
+
+Key Features
+------------
+
+- **Unified API**: One interface for multiple planning strategies (time-optimal, interpolation, etc.)
+- **Constraint Support**: Velocity/acceleration constraints configurable per joint
+- **Flexible Input**: Supports both joint space and Cartesian space waypoints
+- **Extensible**: Easy to add new planners (RRT, PRM, etc.)
+- **Integration Ready**: Can be used in RL, imitation learning, or classical pipelines
+
+Typical Usage
+~~~~~~~~~~~~~
+
+.. code-block:: python
+
+   from embodichain.lab.sim.planners.motion_generator import MotionGenerator
+
+   # Assume you have a robot instance and uid
+   motion_gen = MotionGenerator(
+       robot=robot,
+       uid="arm",
+       default_velocity=0.2,
+       default_acceleration=0.5
+   )
+
+   # Plan a joint-space trajectory
+   current_state = {"position": [0, 0, 0, 0, 0, 0]}
+   target_states = [{"position": [0.5, 0.2, 0, 0, 0, 0]}]
+   success, positions, velocities, accelerations, times, duration = motion_gen.plan(
+       current_state=current_state,
+       target_states=target_states
+   )
+
+   # Generate a discrete trajectory (joint or Cartesian)
+   qpos_list, xpos_list = motion_gen.create_discrete_trajectory(
+       qpos_list=[[0,0,0,0,0,0],[0.5,0.2,0,0,0,0]],
+       sample_num=20
+   )
+
+API Reference
+~~~~~~~~~~~~~
+
+**Initialization**
+
+.. code-block:: python
+
+   MotionGenerator(
+       robot: Robot,
+       uid: str,
+       sim=None,
+       planner_type="toppra",
+       default_velocity=0.2,
+       default_acceleration=0.5,
+       collision_margin=0.01,
+       **kwargs
+   )
+
+- ``robot``: Robot instance, must support get_joint_ids, compute_fk, compute_ik
+- ``uid``: Unique robot identifier (e.g., "arm")
+- ``planner_type``: Planner type (default: "toppra")
+- ``default_velocity``, ``default_acceleration``: Default joint constraints
+
+**plan**
+
+.. code-block:: python
+
+   plan(
+       current_state: Dict,
+       target_states: List[Dict],
+       sample_method=TrajectorySampleMethod.TIME,
+       sample_interval=0.01,
+       **kwargs
+   ) -> Tuple[bool, positions, velocities, accelerations, times, duration]
+
+- Plans a time-optimal trajectory (joint space), returns trajectory arrays and duration.
+
+**create_discrete_trajectory**
+
+.. code-block:: python
+
+   create_discrete_trajectory(
+       xpos_list=None,
+       qpos_list=None,
+       is_use_current_qpos=True,
+       is_linear=False,
+       sample_method=TrajectorySampleMethod.QUANTITY,
+       sample_num=20,
+       qpos_seed=None,
+       **kwargs
+   ) -> Tuple[List[np.ndarray], List[np.ndarray]]
+
+- Generates a discrete trajectory between waypoints (joint or Cartesian), auto-handles FK/IK.
+
+**estimate_trajectory_sample_count**
+
+.. code-block:: python
+
+   estimate_trajectory_sample_count(
+       xpos_list=None,
+       qpos_list=None,
+       step_size=0.01,
+       angle_step=np.pi/90,
+       **kwargs
+   ) -> int
+
+- Estimates the number of samples needed for a trajectory.
+
+**plan_with_collision**
+
+.. code-block:: python
+
+   plan_with_collision(...)
+
+- (Reserved) Plan trajectory with collision checking (not yet implemented).
+
+Notes & Best Practices
+~~~~~~~~~~~~~~~~~~~~~
+
+- Only collision-free planning is currently supported; collision checking is a placeholder.
+- Input/outputs are numpy arrays or torch tensors; ensure type consistency.
+- Robot instance must implement get_joint_ids, compute_fk, compute_ik, get_proprioception, etc.
+- For custom planners, extend the PlannerType Enum and _create_planner methods.
diff --git a/docs/source/tutorial/rigid_object_group.rst b/docs/source/tutorial/rigid_object_group.rst
new file mode 100644
index 00000000..4ed5a3a1
--- /dev/null
+++ b/docs/source/tutorial/rigid_object_group.rst
@@ -0,0 +1,52 @@
+Rigid object group tutorial
+==========================
+
+.. currentmodule:: embodichain.lab.sim
+
+This tutorial shows how to create and use a `RigidObjectGroup` in SimulationManager.
+It follows the style used in the `create_scene` tutorial and references the
+example script located in ``scripts/tutorials/sim/create_rigid_object_group.py``.
+
+The Code
+~~~~~~~~
+
+The tutorial corresponds to the ``create_rigid_object_group.py`` script in the
+``scripts/tutorials/sim`` directory.
+
+.. dropdown:: Code for create_rigid_object_group.py
+	:icon: code
+
+	.. literalinclude:: ../../../scripts/tutorials/sim/create_rigid_object_group.py
+		:language: python
+		:linenos:
+
+
+The Code Explained
+~~~~~~~~~~~~~~~~~~
+
+
+Adding a RigidObjectGroup
+-------------------------
+
+The key part of the tutorial demonstrates creating a ``RigidObjectGroup`` via
+``sim.add_rigid_object_group``. The group is configured with a mapping of
+object UIDs to ``RigidObjectCfg`` entries. Each entry defines a shape
+(here ``CubeCfg``), physics attributes, and initial pose.
+
+.. literalinclude:: ../../../scripts/tutorials/sim/create_rigid_object_group.py
+	:language: python
+	:start-at: obj_group: RigidObjectGroup = sim.add_rigid_object_group(
+	:end-at: print("[INFO]: Scene setup complete!")
+
+
+Running the tutorial
+~~~~~~~~~~~~~~~~~~~~
+
+To run the script from the repository root:
+
+.. code-block:: bash
+
+	python scripts/tutorials/sim/create_rigid_object_group.py
+
+You can pass flags such as ``--headless``, ``--num_envs <n>``, and
+``--device <cpu|cuda>`` to customize the run.
diff --git a/docs/source/tutorial/rl.rst b/docs/source/tutorial/rl.rst
new file mode 100644
index 00000000..d3c18883
--- /dev/null
+++ b/docs/source/tutorial/rl.rst
@@ -0,0 +1,365 @@
+.. _tutorial_rl:
+
+Reinforcement Learning Training
+================================
+
+.. currentmodule:: embodichain.agents.rl
+
+This tutorial shows you how to train reinforcement learning agents using EmbodiChain's RL framework. You'll learn how to configure training via JSON, set up environments, policies, and algorithms, and launch training sessions.
+
+Overview
+~~~~~~~~
+
+The RL framework provides a modular, extensible stack for robotics tasks:
+
+- **Trainer**: Orchestrates the training loop (calls algorithm for data collection and updates, handles logging/eval/save)
+- **Algorithm**: Controls data collection process (interacts with environment, fills buffer, computes advantages/returns) and updates the policy (e.g., PPO)
+- **Policy**: Neural network models implementing a unified interface (get_action/get_value/evaluate_actions)
+- **Buffer**: On-policy rollout storage and minibatch iterator (managed by algorithm)
+- **Env Factory**: Build environments from a JSON config via registry
+
+Architecture
+~~~~~~~~~~~~
+
+The framework follows a clean separation of concerns:
+
+- **Trainer**: Orchestrates the training loop (calls algorithm for data collection and updates, handles logging/eval/save)
+- **Algorithm**: Controls data collection process (interacts with environment, fills buffer, computes advantages/returns) and updates the policy (e.g., PPO)
+- **Policy**: Neural network models implementing a unified interface
+- **Buffer**: On-policy rollout storage and minibatch iterator (managed by algorithm)
+- **Env Factory**: Build environments from a JSON config via registry
+
+The core components and their relationships:
+
+- Trainer → Policy, Env, Algorithm (via callbacks for statistics)
+- Algorithm → Policy, RolloutBuffer (algorithm manages its own buffer)
+
+Configuration via JSON
+~~~~~~~~~~~~~~~~~~~~~~
+
+Training is configured via a JSON file that defines runtime settings, environment, policy, and algorithm parameters.
+
+Example Configuration
+---------------------   
+
+The configuration file (e.g., ``train_config.json``) is located in ``configs/agents/rl/push_cube``:
+
+.. dropdown:: Example: train_config.json
+   :icon: code
+
+   .. literalinclude:: ../../../configs/agents/rl/push_cube/train_config.json
+      :language: json
+      :linenos:
+
+Configuration Sections
+---------------------
+
+Runtime Settings
+^^^^^^^^^^^^^^^^
+
+The ``runtime`` section controls experiment setup:
+
+- **exp_name**: Experiment name (used for output directories)
+- **seed**: Random seed for reproducibility
+- **cuda**: Whether to use GPU (default: true)
+- **headless**: Whether to run simulation in headless mode
+- **iterations**: Number of training iterations
+- **rollout_steps**: Steps per rollout (e.g., 1024)
+- **eval_freq**: Frequency of evaluation (in steps)
+- **save_freq**: Frequency of checkpoint saving (in steps)
+- **use_wandb**: Whether to enable Weights & Biases logging (set in JSON config)
+- **wandb_project_name**: Weights & Biases project name
+
+Environment Configuration
+^^^^^^^^^^^^^^^^^^^^^^^^^
+
+The ``env`` section defines the task environment:
+
+- **id**: Environment registry ID (e.g., "PushCubeRL")
+- **cfg**: Environment-specific configuration parameters
+
+Example:
+
+.. code-block:: json
+
+   "env": {
+     "id": "PushCubeRL",
+     "cfg": {
+       "num_envs": 4,
+       "obs_mode": "state",
+       "episode_length": 100,
+       "action_scale": 0.1,
+       "success_threshold": 0.1
+     }
+   }
+
+Policy Configuration
+^^^^^^^^^^^^^^^^^^^
+
+The ``policy`` section defines the neural network policy:
+
+- **name**: Policy name (e.g., "actor_critic", "vla")
+- **cfg**: Policy-specific hyperparameters (empty for actor_critic)
+- **actor**: Actor network configuration (required for actor_critic)
+- **critic**: Critic network configuration (required for actor_critic)
+
+Example:
+
+.. code-block:: json
+
+   "policy": {
+     "name": "actor_critic",
+     "cfg": {},
+     "actor": {
+       "type": "mlp",
+       "hidden_sizes": [256, 256],
+       "activation": "relu"
+     },
+     "critic": {
+       "type": "mlp",
+       "hidden_sizes": [256, 256],
+       "activation": "relu"
+     }
+   }
+
+Algorithm Configuration
+^^^^^^^^^^^^^^^^^^^^^^^
+
+The ``algorithm`` section defines the RL algorithm:
+
+- **name**: Algorithm name (e.g., "ppo")
+- **cfg**: Algorithm-specific hyperparameters
+
+Example:
+
+.. code-block:: json
+
+   "algorithm": {
+     "name": "ppo",
+     "cfg": {
+       "learning_rate": 0.0001,
+       "n_epochs": 10,
+       "batch_size": 64,
+       "gamma": 0.99,
+       "gae_lambda": 0.95,
+       "clip_coef": 0.2,
+       "ent_coef": 0.01,
+       "vf_coef": 0.5,
+       "max_grad_norm": 0.5
+     }
+   }
+
+Training Script
+~~~~~~~~~~~~~~~
+
+The training script (``train.py``) is located in ``embodichain/agents/rl/``:
+
+.. dropdown:: Code for train.py
+   :icon: code
+
+   .. literalinclude:: ../../../embodichain/agents/rl/train.py
+      :language: python
+      :linenos:
+
+The Script Explained
+--------------------
+
+The training script performs the following steps:
+
+1. **Parse Configuration**: Loads JSON config and extracts runtime/env/policy/algorithm blocks
+2. **Setup**: Initializes device, seeds, output directories, TensorBoard, and Weights & Biases
+3. **Build Components**:
+   - Environment via ``build_env()`` factory
+   - Policy via ``build_policy()`` registry
+   - Algorithm via ``build_algo()`` factory
+4. **Create Trainer**: Instantiates the ``Trainer`` with all components
+5. **Train**: Runs the training loop until completion
+
+Launching Training
+------------------
+
+To start training, run:
+
+.. code-block:: bash
+
+   python embodichain/agents/rl/train.py --config configs/agents/rl/push_cube/train_config.json
+
+Outputs
+-------
+
+All outputs are written to ``./outputs/<exp_name>_<timestamp>/``:
+
+- **logs/**: TensorBoard logs
+- **checkpoints/**: Model checkpoints
+
+Training Process
+~~~~~~~~~~~~~~~
+
+The training process follows this sequence:
+
+1. **Rollout Phase**: Algorithm collects trajectories by interacting with the environment (via ``collect_rollout``). During this phase, the trainer performs dense per-step logging of rewards and metrics from environment info.
+2. **GAE Computation**: Algorithm computes advantages and returns using Generalized Advantage Estimation (internal to algorithm, stored in buffer extras)
+3. **Update Phase**: Algorithm updates the policy using collected data (e.g., PPO)
+4. **Logging**: Trainer logs training losses and aggregated metrics to TensorBoard and Weights & Biases
+5. **Evaluation** (periodic): Trainer evaluates the current policy
+6. **Checkpointing** (periodic): Trainer saves model checkpoints
+
+Policy Interface
+~~~~~~~~~~~~~~~~
+
+All policies must inherit from the ``Policy`` abstract base class:
+
+.. code-block:: python
+
+   from abc import ABC, abstractmethod
+   import torch.nn as nn
+   
+   class Policy(nn.Module, ABC):
+       device: torch.device
+       
+       @abstractmethod
+       def get_action(
+           self, obs: torch.Tensor, deterministic: bool = False
+       ) -> Tuple[torch.Tensor, torch.Tensor, torch.Tensor]:
+           """Returns (action, log_prob, value)"""
+           raise NotImplementedError
+       
+       @abstractmethod
+       def get_value(self, obs: torch.Tensor) -> torch.Tensor:
+           """Returns value estimate"""
+           raise NotImplementedError
+       
+       @abstractmethod
+       def evaluate_actions(
+           self, obs: torch.Tensor, actions: torch.Tensor
+       ) -> Tuple[torch.Tensor, torch.Tensor, torch.Tensor]:
+           """Returns (log_prob, entropy, value)"""
+           raise NotImplementedError
+
+Available Policies
+------------------
+
+- **ActorCritic**: MLP-based Gaussian policy with learnable log_std. Requires external ``actor`` and ``critic`` modules to be provided (defined in JSON config).
+- **VLAPlaceholderPolicy**: Placeholder for Vision-Language-Action policies
+
+Algorithms
+~~~~~~~~~~
+
+Available Algorithms
+--------------------
+
+- **PPO**: Proximal Policy Optimization with GAE
+
+Adding a New Algorithm
+---------------------
+
+To add a new algorithm:
+
+1. Create a new algorithm class in ``embodichain/agents/rl/algo/``
+2. Implement ``initialize_buffer()``, ``collect_rollout()``, and ``update()`` methods
+3. Register in ``algo/__init__.py``:
+
+.. code-block:: python
+
+   from embodichain.agents.rl.algo import BaseAlgorithm, register_algo
+   from embodichain.agents.rl.buffer import RolloutBuffer
+   
+   @register_algo("my_algo")
+   class MyAlgorithm(BaseAlgorithm):
+       def __init__(self, cfg, policy):
+           self.cfg = cfg
+           self.policy = policy
+           self.device = torch.device(cfg.device)
+           self.buffer = None
+       
+       def initialize_buffer(self, num_steps, num_envs, obs_dim, action_dim):
+           """Initialize the algorithm's buffer."""
+           self.buffer = RolloutBuffer(num_steps, num_envs, obs_dim, action_dim, self.device)
+       
+       def collect_rollout(self, env, policy, obs, num_steps, on_step_callback=None):
+           """Control data collection process (interact with env, fill buffer, compute advantages/returns)."""
+           # Collect trajectories
+           # Compute advantages/returns (e.g., GAE for on-policy algorithms)
+           # Attach extras to buffer: self.buffer.set_extras({"advantages": adv, "returns": ret})
+           # Return empty dict (dense logging handled in trainer)
+           return {}
+       
+       def update(self):
+           """Update the policy using collected data."""
+           # Access extras from buffer: self.buffer._extras.get("advantages")
+           # Use self.buffer to update policy
+           return {"loss": 0.0}
+
+Adding a New Policy
+--------------------
+
+To add a new policy:
+
+1. Create a new policy class inheriting from the ``Policy`` abstract base class
+2. Register in ``models/__init__.py``:
+
+.. code-block:: python
+
+   from embodichain.agents.rl.models import register_policy, Policy
+   
+   @register_policy("my_policy")
+   class MyPolicy(Policy):
+       def __init__(self, obs_space, action_space, device, config):
+           super().__init__()
+           self.device = device
+           # Initialize your networks here
+       
+       def get_action(self, obs, deterministic=False):
+           ...
+       def get_value(self, obs):
+           ...
+       def evaluate_actions(self, obs, actions):
+           ...
+
+Adding a New Environment
+------------------------
+
+To add a new RL environment:
+
+1. Create an environment class inheriting from ``EmbodiedEnv``
+2. Register it with the Gymnasium registry:
+
+.. code-block:: python
+
+   from embodichain.lab.gym.utils.registration import register_env
+   
+   @register_env("MyTaskRL", max_episode_steps=100, override=True)
+   class MyTaskEnv(EmbodiedEnv):
+       cfg: MyTaskEnvCfg
+       ...
+
+3. Use the environment ID in your JSON config:
+
+.. code-block:: json
+
+   "env": {
+     "id": "MyTaskRL",
+     "cfg": {
+       ...
+     }
+   }
+
+Best Practices
+~~~~~~~~~~~~~~
+
+- **Device Management**: Device is single-sourced from ``runtime.cuda``. All components (trainer/algorithm/policy/env) share the same device.
+
+- **Action Scaling**: Keep action scaling in the environment, not in the policy.
+
+- **Observation Format**: Environments should provide consistent observation shape/types (torch.float32) and a single ``done = terminated | truncated``.
+
+- **Algorithm Interface**: Algorithms must implement ``initialize_buffer()``, ``collect_rollout()``, and ``update()`` methods. The algorithm completely controls data collection and buffer management.
+
+- **Reward Components**: Organize reward components in ``info["rewards"]`` dictionary and metrics in ``info["metrics"]`` dictionary. The trainer performs dense per-step logging directly from environment info.
+
+- **Configuration**: Use JSON for all hyperparameters. This makes experiments reproducible and easy to track.
+
+- **Logging**: Metrics are automatically logged to TensorBoard and Weights & Biases. Check ``outputs/<exp_name>/logs/`` for TensorBoard logs.
+
+- **Checkpoints**: Regular checkpoints are saved to ``outputs/<exp_name>/checkpoints/``. Use these to resume training or evaluate policies.
+
diff --git a/docs/source/tutorial/robot.rst b/docs/source/tutorial/robot.rst
new file mode 100644
index 00000000..8312ad27
--- /dev/null
+++ b/docs/source/tutorial/robot.rst
@@ -0,0 +1,143 @@
+.. _tutorial_simulate_robot:
+
+Simulating a Robot
+================
+
+.. currentmodule:: embodichain.lab.sim
+
+This tutorial shows you how to create and simulate a robot using SimulationManager. You'll learn how to load a robot from URDF files, configure control systems, and run basic robot simulation with joint control.
+
+The Code
+~~~~~~~~
+
+The tutorial corresponds to the ``create_robot.py`` script in the ``scripts/tutorials/sim`` directory.
+
+.. dropdown:: Code for create_robot.py
+   :icon: code
+
+   .. literalinclude:: ../../../scripts/tutorials/sim/create_robot.py
+      :language: python
+      :linenos:
+
+
+The Code Explained
+~~~~~~~~~~~~~~~~~~
+
+Similar to the previous tutorial on creating a simulation scene, we use the :class:`SimulationManager` class to set up the simulation environment. If you haven't read that tutorial yet, please refer to :doc:`create_scene` first.
+
+Loading Robot URDF
+-------------------
+
+SimulationManager supports loading robots from URDF (Unified Robot Description Format) files. You can load either a single URDF file or compose multiple URDF components into a complete robot system.
+
+For a simple two-component robot (arm + hand):
+
+.. literalinclude:: ../../../scripts/tutorials/sim/create_robot.py
+   :language: python
+   :start-at: sr5_urdf_path = get_data_path("Rokae/SR5/SR5.urdf")
+   :end-at: robot: Robot = sim.add_robot(cfg=cfg)
+
+
+The :class:`cfg.URDFCfg` allows you to compose multiple URDF files with specific transformations, enabling complex robot assemblies.
+
+
+Configuring Control Parts
+--------------------------
+
+Control parts define how the robot's joints are grouped for control purposes. This is useful for organizing complex robots with multiple subsystems.
+
+.. literalinclude:: ../../../scripts/tutorials/sim/create_robot.py
+   :language: python
+   :start-at: # Define control parts for the robot
+   :end-at: }
+
+Joint names in control parts can use regex patterns for flexible matching. For example:
+
+- ``"JOINT[1-6]"`` matches JOINT1, JOINT2, ..., JOINT6
+- ``"L_.*"`` matches all joints starting with `"L_"`
+  
+Setting Drive Properties
+------------------------
+
+Drive properties control how the robot's joints behave during simulation, including stiffness, damping, and force limits.
+
+.. literalinclude:: ../../../scripts/tutorials/sim/create_robot.py
+   :language: python
+   :start-at: drive_pros=JointDrivePropertiesCfg(
+   :end-at: )
+
+You can set different stiffness values for different joint groups using regex patterns. More details on drive properties can be found in :class:`cfg.JointDrivePropertiesCfg`.
+
+For more robot configuration options, refer to :class:`cfg.RobotCfg`.
+
+Robot Control
+-------------
+
+For the basic control of robot joints, you can set position targets using :meth:`objects.Robot.set_qpos`. The control action should be created as a torch.Tensor with shape (num_envs, num_joints), where `num_joints` is the total number of joints in the robot or the number of joints in a specific control part.
+
+- If you can control all joints, use:
+
+  .. code-block:: python
+
+     robot.set_qpos(qpos=target_positions)
+
+- If you want to control a subset of joints, specify the joint IDs:
+  
+   .. code-block:: python
+
+      robot.set_qpos(qpos=target_positions, joint_ids=subset_joint_ids)
+
+Getting Robot State
+--------------------
+
+You can query the robot's current joint positions and velocities via :meth:`objects.Robot.get_qpos` and :meth:`objects.Robot.get_qvel`. For more robot API details, see :class:`objects.Robot`.
+
+The Code Execution
+~~~~~~~~~~~~~~~~~~
+
+To run the robot simulation script:
+
+.. code-block:: bash
+
+   cd /root/sources/embodichain
+   python scripts/tutorials/sim/create_robot.py
+
+You can customize the simulation with various command-line options:
+
+.. code-block:: bash
+
+   # Run with GPU physics
+   python scripts/tutorials/sim/create_robot.py --device cuda
+   
+   # Run multiple environments
+   python scripts/tutorials/sim/create_robot.py --num_envs 4
+   
+   # Run in headless mode
+   python scripts/tutorials/sim/create_robot.py --headless
+   
+   # Enable ray tracing rendering
+   python scripts/tutorials/sim/create_robot.py --enable_rt
+
+The simulation will show the robot moving through different poses, demonstrating basic joint control capabilities.
+
+Key Features Demonstrated
+~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+This tutorial demonstrates several key features of robot simulation in SimulationManager:
+
+1. **URDF Loading**: Both single-file and multi-component robot loading
+2. **Control Parts**: Organizing joints into logical control groups
+3. **Drive Properties**: Configuring joint stiffness and control behavior
+4. **Joint Control**: Setting position targets and reading joint states
+5. **Multi-Environment**: Running multiple robot instances in parallel
+
+Next Steps
+~~~~~~~~~~
+
+After mastering basic robot simulation, you can explore:
+
+- End-effector control and inverse kinematics
+- Sensor integration (cameras, force sensors)
+- Robot-object interaction scenarios
+
+This tutorial provides the foundation for creating sophisticated robotic simulation scenarios with SimulationManager.
\ No newline at end of file
diff --git a/docs/source/tutorial/sensor.rst b/docs/source/tutorial/sensor.rst
new file mode 100644
index 00000000..1d5c4dc9
--- /dev/null
+++ b/docs/source/tutorial/sensor.rst
@@ -0,0 +1,118 @@
+.. _tutorial_simulate_sensor:
+
+Simulating a Camera Sensor
+=========================
+
+.. currentmodule:: embodichain.lab.sim
+
+This tutorial demonstrates how to create and simulate a camera sensor attached to a robot using SimulationManager. You will learn how to configure a camera, attach it to the robot's end-effector, and visualize the sensor's output during simulation.
+
+Source Code
+~~~~~~~~~~~
+
+The code for this tutorial is in ``scripts/tutorials/sim/create_sensor.py``.
+
+.. dropdown:: Show code for create_sensor.py
+   :icon: code
+
+   .. literalinclude:: ../../../scripts/tutorials/sim/create_sensor.py
+      :language: python
+      :linenos:
+
+Overview
+~~~~~~~~
+
+This tutorial builds on the basic robot simulation example. If you are not familiar with robot simulation in SimulationManager, please read the :doc:`robot` tutorial first.
+
+1. **Sensor Creation and Attachment**
+-------------------------------------
+
+The camera sensor is created using :class:`CameraCfg` and can be attached to the robot's end-effector or placed freely in the scene. The attachment is controlled by the ``--attach_sensor`` argument.
+
+.. literalinclude:: ../../../scripts/tutorials/sim/create_sensor.py
+   :language: python
+   :start-at: def create_sensor
+   :end-at: return camera
+
+- The camera's intrinsics (focal lengths and principal point) and resolution are set.
+- The ``extrinsics`` specify the camera's pose relative to its parent (e.g., the robot's ``ee_link`` or the world).
+- The camera is added to the simulation with :meth:`sim.add_sensor`.
+
+2. **Visualizing Sensor Output**
+--------------------------------
+
+The function ``get_sensor_image`` retrieves and visualizes the camera's color, depth, mask, and normal images. In GUI mode, images are shown in a 2x2 grid using OpenCV. In headless mode, images are saved to disk.
+
+.. literalinclude:: ../../../scripts/tutorials/sim/create_sensor.py
+   :language: python
+   :start-at: def get_sensor_image
+   :end-at: plt.close(fig)
+
+- The camera is updated to capture the latest data.
+- Four types of images are visualized: color, depth, mask, and normals.
+- Images are displayed in a window or saved as PNG files depending on the mode.
+
+3. **Simulation Loop**
+----------------------
+
+The simulation loop moves the robot through different arm poses and periodically updates and visualizes the sensor output.
+
+.. literalinclude:: ../../../scripts/tutorials/sim/create_sensor.py
+   :language: python
+   :start-at: def run_simulation
+   :end-at: sim.destroy()
+
+- The robot alternates between two arm positions.
+- After each movement, the sensor image is refreshed and visualized.
+
+Running the Example
+~~~~~~~~~~~~~~~~~~~
+
+To run the sensor simulation script:
+
+.. code-block:: bash
+
+   cd /home/dex/projects/yuanhaonan/embodichain
+   python scripts/tutorials/sim/create_sensor.py
+
+You can customize the simulation with the following command-line options:
+
+.. code-block:: bash
+
+   # Use GPU physics
+   python scripts/tutorials/sim/create_sensor.py --device cuda
+
+   # Simulate multiple environments
+   python scripts/tutorials/sim/create_sensor.py --num_envs 4
+
+   # Run in headless mode (no GUI, images saved to disk)
+   python scripts/tutorials/sim/create_sensor.py --headless
+
+   # Enable ray tracing rendering
+   python scripts/tutorials/sim/create_sensor.py --enable_rt
+
+   # Attach the camera to the robot end-effector
+   python scripts/tutorials/sim/create_sensor.py --attach_sensor
+
+Key Features Demonstrated
+~~~~~~~~~~~~~~~~~~~~~~~~
+
+This tutorial demonstrates:
+
+1. **Camera sensor creation** using :class:`CameraCfg`
+2. **Sensor attachment** to a robot link or placement in the scene
+3. **Camera configuration** (intrinsics, extrinsics, clipping planes)
+4. **Real-time visualization** of color, depth, mask, and normal images
+5. **Robot-sensor integration** in a simulation loop
+
+Next Steps
+~~~~~~~~~~
+
+After completing this tutorial, you can explore:
+
+- Using other sensor types (e.g., stereo cameras, force sensors)
+- Recording sensor data for offline analysis
+- Integrating sensor feedback into robot control or learning algorithms
+
+This tutorial provides a foundation for integrating perception into robotic simulation scenarios with SimulationManager.
+This tutorial provides the foundation for integrating perception into robotic simulation scenarios with SimulationManager.
\ No newline at end of file
diff --git a/docs/source/tutorial/solver.rst b/docs/source/tutorial/solver.rst
new file mode 100644
index 00000000..dd190f01
--- /dev/null
+++ b/docs/source/tutorial/solver.rst
@@ -0,0 +1,114 @@
+
+.. _tutorial_solver:
+
+Create a solver
+===============
+
+.. currentmodule:: embodichain.lab.sim.solvers
+
+Overview
+~~~~~~~~
+
+The ``solver`` module in EmbodiChain provides a unified and extensible interface for robot kinematics computation, including forward kinematics (FK), inverse kinematics (IK), and Jacobian calculation. It supports multiple solver backends (e.g., Pinocchio, OPW, SRS, PINK, PyTorch) and is designed for both simulation and real-robot applications.
+
+Key Features
+------------
+- **Unified API**: Abstract base class (`BaseSolver`) defines a common interface for all solvers.
+- **Multiple Backends**: Supports Pinocchio, OPW, SRS, PINK, PyTorch, and differential solvers.
+- **Flexible Configuration**: Easily switch solver type and parameters via configuration.
+- **Batch and Single Query**: Supports both batch and single FK/IK/Jacobian queries.
+- **Extensible**: New solvers can be added by subclassing `BaseSolver` and implementing required methods.
+
+Example: Using PinkSolver
+~~~~~~~~~~~~~~~~~~~~~~~~~
+
+
+.. code-block:: python
+
+   from embodichain.lab.sim.solvers import PinkSolverCfg
+   from embodichain.lab.sim.objects.robot import Robot
+
+   # 1. Configure PinkSolver
+   pink_cfg = PinkSolverCfg(
+       urdf_path="/path/to/robot.urdf",
+       joint_names=[
+           "shoulder_pan_joint", "shoulder_lift_joint", "elbow_joint",
+           "wrist_1_joint", "wrist_2_joint", "wrist_3_joint"
+       ],
+       end_link_name="ee_link",
+       root_link_name="base_link"
+   )
+   # 2. Assign solver config to robot config
+   robot_cfg.solver_cfg = pink_cfg
+   # 3. Instantiate robot (solver will be initialized automatically)
+   robot = Robot(cfg=robot_cfg, entities=[], device="cpu")
+
+   # 4. Use FK/IK/Jacobian
+   qpos = [0.0, -1.57, 1.57, 0.0, 1.57, 0.0]  # 6-DOF joint angles (radians)
+   ee_pose = robot.compute_fk(qpos)  # Forward kinematics, returns 4x4 matrix
+   print("End-effector pose (FK):\n", ee_pose)
+
+   import numpy as np
+   target_pose = np.array([
+       [0, -1, 0, 0.5],
+       [1,  0, 0, 0.2],
+       [0,  0, 1, 0.3],
+       [0,  0, 0, 1.0]
+   ])
+   success, qpos_sol = robot.compute_ik(target_pose, joint_seed=qpos)
+   print("IK success:", success)
+   print("IK solution:", qpos_sol)
+
+   J = robot.get_solver().get_jacobian(qpos)
+   print("Jacobian:\n", J)
+
+**Note**
+
+- robot.compute_fk(qpos) internally calls the bound solver's get_fk method.
+- robot.compute_ik(target_pose, joint_seed) internally calls the solver's get_ik method.
+
+API Reference
+~~~~~~~~~~~~~
+
+**BaseSolver**
+
+.. code-block:: python
+
+   class BaseSolver:
+       def get_fk(self, qpos, **kwargs) -> torch.Tensor:
+           """Compute forward kinematics for the end-effector."""
+
+       def get_ik(self, target_pose, joint_seed=None, num_samples=None, **kwargs) -> Tuple[torch.Tensor, torch.Tensor]:
+           """Compute inverse kinematics for a given pose."""
+
+       def get_jacobian(self, qpos, locations=None, jac_type="full") -> torch.Tensor:
+           """Compute the Jacobian matrix for the given joint positions."""
+
+- **set_ik_nearst_weight**: Set weights for IK nearest neighbor search.
+- **set_position_limits / get_position_limits**: Set or get joint position limits.
+- **set_tcp / get_tcp**: Set or get the tool center point (TCP) transformation.
+
+**PinkSolver**
+
+- Implements all BaseSolver methods using the Pink library.
+- Supports custom task lists, solver type selection, and joint limit handling.
+- See PinkSolverCfg for all configuration options.
+
+Configuration
+~~~~~~~~~~~~~
+
+- All solvers are configured via a `SolverCfg` or its subclass (e.g., `PinkSolverCfg`).
+- Key config fields: `urdf_path`, `joint_names`, `end_link_name`, `root_link_name`, `tcp`, and solver-specific parameters.
+- Use `cfg.init_solver()` to instantiate the solver, or assign to `robot_cfg.solver_cfg` for automatic integration.
+
+Notes & Best Practices
+~~~~~~~~~~~~~~~~~~~~~
+- Always ensure URDF and joint/link names match your robot model.
+- For IK, providing a good `qpos_seed` improves convergence and solution quality.
+- Use `set_iteration_params` (if available) to tune solver performance for your application.
+- For custom robots or new algorithms, subclass `BaseSolver` and register your solver.
+
+See Also
+~~~~~~~~
+- :ref:`tutorial_motion_generator` — Motion Generator
+- :ref:`tutorial_basic_env` — Basic Environment Setup
diff --git a/docs/sync_readme.py b/docs/sync_readme.py
new file mode 100644
index 00000000..a3198b6e
--- /dev/null
+++ b/docs/sync_readme.py
@@ -0,0 +1,30 @@
+#!/usr/bin/env python3
+"""Sync project README.md into docs/source/introduction.md.
+
+Idempotent copy. Exit code 0 on success.
+"""
+import shutil
+from pathlib import Path
+import sys
+
+
+def main() -> int:
+    repo_root = Path(__file__).resolve().parents[1]
+    readme = repo_root / "README.md"
+    dest = repo_root / "docs" / "source" / "introduction.md"
+
+    if not readme.exists():
+        print(f"ERROR: README not found at {readme}")
+        return 2
+
+    # Ensure destination directory exists
+    dest.parent.mkdir(parents=True, exist_ok=True)
+
+    # Copy file
+    shutil.copyfile(readme, dest)
+    print(f"Copied {readme} -> {dest}")
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/embodichain/__init__.py b/embodichain/__init__.py
new file mode 100644
index 00000000..1b3998b6
--- /dev/null
+++ b/embodichain/__init__.py
@@ -0,0 +1,32 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+
+embodichain_dir = os.path.dirname(__file__)
+
+# Read version from VERSION file
+def _get_version():
+    version_file = os.path.join(os.path.dirname(embodichain_dir), "VERSION")
+    try:
+        with open(version_file, "r") as f:
+            return f.read().strip()
+    except FileNotFoundError:
+        print("VERSION file not found.")
+        return "unknown"
+
+
+__version__ = _get_version()
diff --git a/embodichain/agents/rl/algo/__init__.py b/embodichain/agents/rl/algo/__init__.py
new file mode 100644
index 00000000..6aca3d5d
--- /dev/null
+++ b/embodichain/agents/rl/algo/__init__.py
@@ -0,0 +1,52 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+from typing import Dict, Tuple, Type, Any
+import torch
+
+from .base import BaseAlgorithm
+from .ppo import PPOCfg, PPO
+
+# name -> (CfgClass, AlgoClass)
+_ALGO_REGISTRY: Dict[str, Tuple[Type[Any], Type[Any]]] = {
+    "ppo": (PPOCfg, PPO),
+}
+
+
+def get_registered_algo_names() -> list[str]:
+    return list(_ALGO_REGISTRY.keys())
+
+
+def build_algo(name: str, cfg_kwargs: Dict[str, float], policy, device: torch.device):
+    key = name.lower()
+    if key not in _ALGO_REGISTRY:
+        raise ValueError(
+            f"Algorithm '{name}' not found. Available: {get_registered_algo_names()}"
+        )
+    CfgCls, AlgoCls = _ALGO_REGISTRY[key]
+    cfg = CfgCls(device=str(device), **cfg_kwargs)
+    return AlgoCls(cfg, policy)
+
+
+__all__ = [
+    "BaseAlgorithm",
+    "PPOCfg",
+    "PPO",
+    "get_registered_algo_names",
+    "build_algo",
+]
diff --git a/embodichain/agents/rl/algo/base.py b/embodichain/agents/rl/algo/base.py
new file mode 100644
index 00000000..1cb23309
--- /dev/null
+++ b/embodichain/agents/rl/algo/base.py
@@ -0,0 +1,52 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+from typing import Dict, Any, Optional, Callable
+import torch
+
+
+class BaseAlgorithm:
+    """Base class for RL algorithms.
+
+    Algorithms must implement buffer initialization, rollout collection, and
+    policy update. Trainer depends only on this interface to remain
+    algorithm-agnostic.
+    """
+
+    device: torch.device
+
+    def initialize_buffer(
+        self, num_steps: int, num_envs: int, obs_dim: int, action_dim: int
+    ) -> None:
+        """Initialize internal buffer(s) required by the algorithm."""
+        raise NotImplementedError
+
+    def collect_rollout(
+        self,
+        env,
+        policy,
+        obs: torch.Tensor,
+        num_steps: int,
+        on_step_callback: Optional[Callable] = None,
+    ) -> Dict[str, Any]:
+        """Collect trajectories and return logging info (e.g., reward components)."""
+        raise NotImplementedError
+
+    def update(self) -> Dict[str, float]:
+        """Update policy using collected data and return training losses."""
+        raise NotImplementedError
diff --git a/embodichain/agents/rl/algo/ppo.py b/embodichain/agents/rl/algo/ppo.py
new file mode 100644
index 00000000..2ecc195e
--- /dev/null
+++ b/embodichain/agents/rl/algo/ppo.py
@@ -0,0 +1,184 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+from typing import Dict, Any, Tuple, Callable, Optional
+
+from embodichain.agents.rl.utils import AlgorithmCfg
+from embodichain.agents.rl.buffer import RolloutBuffer
+from embodichain.utils import configclass
+from .base import BaseAlgorithm
+
+
+@configclass
+class PPOCfg(AlgorithmCfg):
+    """Configuration for the PPO algorithm."""
+
+    n_epochs: int = 10
+    clip_coef: float = 0.2
+    ent_coef: float = 0.01
+    vf_coef: float = 0.5
+
+
+class PPO(BaseAlgorithm):
+    """PPO algorithm operating via Policy and RolloutBuffer (algo-agnostic design)."""
+
+    def __init__(self, cfg: PPOCfg, policy):
+        self.cfg = cfg
+        self.policy = policy
+        self.device = torch.device(cfg.device)
+        self.optimizer = torch.optim.Adam(policy.parameters(), lr=cfg.learning_rate)
+        self.buffer: Optional[RolloutBuffer] = None
+        # no per-rollout aggregation for dense logging
+
+    def _compute_gae(
+        self, rewards: torch.Tensor, values: torch.Tensor, dones: torch.Tensor
+    ) -> Tuple[torch.Tensor, torch.Tensor]:
+        """Internal method to compute GAE. Only called by collect_rollout."""
+        T, N = rewards.shape
+        advantages = torch.zeros_like(rewards, device=self.device)
+        last_adv = torch.zeros(N, device=self.device)
+        for t in reversed(range(T)):
+            next_value = values[t + 1] if t < T - 1 else torch.zeros_like(values[0])
+            not_done = (~dones[t]).float()
+            delta = rewards[t] + self.cfg.gamma * next_value * not_done - values[t]
+            last_adv = (
+                delta + self.cfg.gamma * self.cfg.gae_lambda * not_done * last_adv
+            )
+            advantages[t] = last_adv
+        returns = advantages + values
+        return advantages, returns
+
+    def initialize_buffer(
+        self, num_steps: int, num_envs: int, obs_dim: int, action_dim: int
+    ):
+        """Initialize the rollout buffer. Called by trainer before first rollout."""
+        self.buffer = RolloutBuffer(
+            num_steps, num_envs, obs_dim, action_dim, self.device
+        )
+
+    def collect_rollout(
+        self,
+        env,
+        policy,
+        obs: torch.Tensor,
+        num_steps: int,
+        on_step_callback: Optional[Callable] = None,
+    ) -> Dict[str, Any]:
+        """Collect a rollout. Algorithm controls the data collection process."""
+        if self.buffer is None:
+            raise RuntimeError(
+                "Buffer not initialized. Call initialize_buffer() first."
+            )
+
+        policy.train()
+        self.buffer.step = 0
+        current_obs = obs
+
+        for t in range(num_steps):
+            # Get action from policy
+            actions, log_prob, value = policy.get_action(
+                current_obs, deterministic=False
+            )
+
+            # Step environment
+            result = env.step(actions)
+            next_obs, reward, terminated, truncated, env_info = result
+            done = terminated | truncated
+            # Light dtype normalization
+            reward = reward.float()
+            done = done.bool()
+
+            # Add to buffer
+            self.buffer.add(current_obs, actions, reward, done, value, log_prob)
+
+            # Dense logging is handled in Trainer.on_step via info; no aggregation here
+            # Call callback for statistics and logging
+            if on_step_callback is not None:
+                on_step_callback(current_obs, actions, reward, done, env_info, next_obs)
+
+            current_obs = next_obs
+
+        # Compute advantages/returns and attach to buffer extras
+        adv, ret = self._compute_gae(
+            self.buffer.rewards, self.buffer.values, self.buffer.dones
+        )
+        self.buffer.set_extras({"advantages": adv, "returns": ret})
+
+        # No aggregated logging results; Trainer performs dense per-step logging
+        return {}
+
+    def update(self) -> dict:
+        """Update the policy using the collected rollout buffer."""
+        if self.buffer is None:
+            raise RuntimeError("Buffer not initialized. Call collect_rollout() first.")
+
+        # Normalize advantages (optional, common default)
+        adv = self.buffer._extras.get("advantages")
+        adv = (adv - adv.mean()) / (adv.std() + 1e-8)
+
+        total_actor_loss = 0.0
+        total_value_loss = 0.0
+        total_entropy = 0.0
+        total_steps = 0
+
+        for _ in range(self.cfg.n_epochs):
+            for batch in self.buffer.iterate_minibatches(self.cfg.batch_size):
+                obs = batch["obs"]
+                actions = batch["actions"]
+                old_logprobs = batch["logprobs"]
+                returns = batch["returns"]
+                advantages = (
+                    (batch["advantages"] - adv.mean()) / (adv.std() + 1e-8)
+                ).detach()
+
+                logprobs, entropy, values = self.policy.evaluate_actions(obs, actions)
+                ratio = (logprobs - old_logprobs).exp()
+                surr1 = ratio * advantages
+                surr2 = (
+                    torch.clamp(
+                        ratio, 1.0 - self.cfg.clip_coef, 1.0 + self.cfg.clip_coef
+                    )
+                    * advantages
+                )
+                actor_loss = -torch.min(surr1, surr2).mean()
+                value_loss = torch.nn.functional.mse_loss(values, returns)
+                entropy_loss = -entropy.mean()
+
+                loss = (
+                    actor_loss
+                    + self.cfg.vf_coef * value_loss
+                    + self.cfg.ent_coef * entropy_loss
+                )
+
+                self.optimizer.zero_grad(set_to_none=True)
+                loss.backward()
+                torch.nn.utils.clip_grad_norm_(
+                    self.policy.parameters(), self.cfg.max_grad_norm
+                )
+                self.optimizer.step()
+
+                bs = obs.shape[0]
+                total_actor_loss += actor_loss.item() * bs
+                total_value_loss += value_loss.item() * bs
+                total_entropy += (-entropy_loss.item()) * bs
+                total_steps += bs
+
+        return {
+            "actor_loss": total_actor_loss / max(1, total_steps),
+            "value_loss": total_value_loss / max(1, total_steps),
+            "entropy": total_entropy / max(1, total_steps),
+        }
diff --git a/embodichain/agents/rl/buffer/__init__.py b/embodichain/agents/rl/buffer/__init__.py
new file mode 100644
index 00000000..8e6f6392
--- /dev/null
+++ b/embodichain/agents/rl/buffer/__init__.py
@@ -0,0 +1,19 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .rollout_buffer import RolloutBuffer
+
+__all__ = ["RolloutBuffer"]
diff --git a/embodichain/agents/rl/buffer/rollout_buffer.py b/embodichain/agents/rl/buffer/rollout_buffer.py
new file mode 100644
index 00000000..d99a8966
--- /dev/null
+++ b/embodichain/agents/rl/buffer/rollout_buffer.py
@@ -0,0 +1,106 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+from typing import Dict, Iterator
+
+import torch
+
+
+class RolloutBuffer:
+    """On-device rollout buffer for on-policy algorithms.
+
+    Stores (obs, actions, rewards, dones, values, logprobs) over time.
+    After finalize(), exposes advantages/returns and minibatch iteration.
+    """
+
+    def __init__(
+        self,
+        num_steps: int,
+        num_envs: int,
+        obs_dim: int,
+        action_dim: int,
+        device: torch.device,
+    ):
+        self.num_steps = num_steps
+        self.num_envs = num_envs
+        self.obs_dim = obs_dim
+        self.action_dim = action_dim
+        self.device = device
+
+        T, N = num_steps, num_envs
+        self.obs = torch.zeros(T, N, obs_dim, dtype=torch.float32, device=device)
+        self.actions = torch.zeros(T, N, action_dim, dtype=torch.float32, device=device)
+        self.rewards = torch.zeros(T, N, dtype=torch.float32, device=device)
+        self.dones = torch.zeros(T, N, dtype=torch.bool, device=device)
+        self.values = torch.zeros(T, N, dtype=torch.float32, device=device)
+        self.logprobs = torch.zeros(T, N, dtype=torch.float32, device=device)
+
+        self.step = 0
+        # Container for algorithm-specific extra fields (e.g., advantages, returns)
+        self._extras: dict[str, torch.Tensor] = {}
+
+    def add(
+        self,
+        obs: torch.Tensor,
+        action: torch.Tensor,
+        reward: torch.Tensor,
+        done: torch.Tensor,
+        value: torch.Tensor,
+        logprob: torch.Tensor,
+    ) -> None:
+        t = self.step
+        self.obs[t].copy_(obs)
+        self.actions[t].copy_(action)
+        self.rewards[t].copy_(reward)
+        self.dones[t].copy_(done)
+        self.values[t].copy_(value)
+        self.logprobs[t].copy_(logprob)
+        self.step += 1
+
+    def set_extras(self, extras: dict[str, torch.Tensor]) -> None:
+        """Attach algorithm-specific tensors (shape [T, N, ...]) for batching.
+
+        Examples:
+            {"advantages": adv, "returns": ret}
+        """
+        self._extras = extras or {}
+
+    def iterate_minibatches(self, batch_size: int) -> Iterator[Dict[str, torch.Tensor]]:
+        T, N = self.num_steps, self.num_envs
+        total = T * N
+        indices = torch.randperm(total, device=self.device)
+        for start in range(0, total, batch_size):
+            idx = indices[start : start + batch_size]
+            t_idx = idx // N
+            n_idx = idx % N
+            batch = {
+                "obs": self.obs[t_idx, n_idx],
+                "actions": self.actions[t_idx, n_idx],
+                "rewards": self.rewards[t_idx, n_idx],
+                "dones": self.dones[t_idx, n_idx],
+                "values": self.values[t_idx, n_idx],
+                "logprobs": self.logprobs[t_idx, n_idx],
+            }
+            # Slice extras if present and shape aligned to [T, N, ...]
+            for name, tensor in self._extras.items():
+                try:
+                    batch[name] = tensor[t_idx, n_idx]
+                except Exception:
+                    # Skip misaligned extras silently
+                    continue
+            yield batch
diff --git a/embodichain/agents/rl/models/__init__.py b/embodichain/agents/rl/models/__init__.py
new file mode 100644
index 00000000..669e2b33
--- /dev/null
+++ b/embodichain/agents/rl/models/__init__.py
@@ -0,0 +1,101 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+from typing import Dict, Type
+import torch
+from gymnasium import spaces
+
+from .actor_critic import ActorCritic
+from .policy import Policy
+from .mlp import MLP
+
+# In-module policy registry
+_POLICY_REGISTRY: Dict[str, Type[Policy]] = {}
+
+
+def register_policy(name: str, policy_cls: Type[Policy]) -> None:
+    if name in _POLICY_REGISTRY:
+        raise ValueError(f"Policy '{name}' is already registered")
+    _POLICY_REGISTRY[name] = policy_cls
+
+
+def get_registered_policy_names() -> list[str]:
+    return list(_POLICY_REGISTRY.keys())
+
+
+def get_policy_class(name: str) -> Type[Policy] | None:
+    return _POLICY_REGISTRY.get(name)
+
+
+def build_policy(
+    policy_block: dict,
+    obs_space: spaces.Space,
+    action_space: spaces.Space,
+    device: torch.device,
+    actor: torch.nn.Module | None = None,
+    critic: torch.nn.Module | None = None,
+) -> Policy:
+    """Build policy strictly from json-like block: { name: ..., cfg: {...} }"""
+    name = policy_block["name"].lower()
+    if name not in _POLICY_REGISTRY:
+        available = ", ".join(get_registered_policy_names())
+        raise ValueError(
+            f"Policy '{name}' is not registered. Available policies: {available}"
+        )
+    policy_cls = _POLICY_REGISTRY[name]
+    if name == "actor_critic":
+        if actor is None or critic is None:
+            raise ValueError(
+                "ActorCritic policy requires external 'actor' and 'critic' modules."
+            )
+        return policy_cls(obs_space, action_space, device, actor=actor, critic=critic)
+    else:
+        return policy_cls(obs_space, action_space, device)
+
+
+def build_mlp_from_cfg(module_cfg: Dict, in_dim: int, out_dim: int) -> MLP:
+    """Construct an MLP module from a minimal json-like config.
+
+    Expected schema:
+      module_cfg = {
+        "type": "mlp",
+        "hidden_sizes": [256, 256],
+        "activation": "relu",
+      }
+    """
+    if module_cfg.get("type", "").lower() != "mlp":
+        raise ValueError("Only 'mlp' type is supported for actor/critic in this setup.")
+
+    hidden_sizes = module_cfg["network_cfg"]["hidden_sizes"]
+    activation = module_cfg["network_cfg"]["activation"]
+    return MLP(in_dim, out_dim, hidden_sizes, activation)
+
+
+# default registrations
+register_policy("actor_critic", ActorCritic)
+
+__all__ = [
+    "ActorCritic",
+    "register_policy",
+    "get_registered_policy_names",
+    "build_policy",
+    "build_mlp_from_cfg",
+    "get_policy_class",
+    "Policy",
+    "MLP",
+]
diff --git a/embodichain/agents/rl/models/actor_critic.py b/embodichain/agents/rl/models/actor_critic.py
new file mode 100644
index 00000000..1c40043a
--- /dev/null
+++ b/embodichain/agents/rl/models/actor_critic.py
@@ -0,0 +1,96 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+from typing import Dict, Any, Tuple
+
+import torch
+import torch.nn as nn
+from torch.distributions.normal import Normal
+from .mlp import MLP
+from .policy import Policy
+
+
+class ActorCritic(Policy):
+    """Actor-Critic with learnable log_std for Gaussian policy.
+
+    This is a placeholder implementation of the Policy interface that:
+    - Encapsulates MLP networks (actor + critic) that need to be trained by RL algorithms
+    - Handles internal computation: MLP output → mean + learnable log_std → Normal distribution
+    - Provides a uniform interface for RL algorithms (PPO, SAC, etc.)
+
+    This allows seamless swapping with other policy implementations (e.g., VLAPolicy)
+    without modifying RL algorithm code.
+
+    Implements:
+      - get_action(obs, deterministic=False) -> (action, log_prob, value)
+      - get_value(obs)
+      - evaluate_actions(obs, actions) -> (log_prob, entropy, value)
+    """
+
+    def __init__(
+        self,
+        obs_space,
+        action_space,
+        device: torch.device,
+        actor: nn.Module,
+        critic: nn.Module,
+    ):
+        super().__init__()
+        self.obs_dim = obs_space.shape[-1]
+        self.action_dim = action_space.shape[-1]
+        self.device = device
+
+        # Require external injection of actor and critic
+        self.actor = actor
+        self.critic = critic
+        self.actor.to(self.device)
+        self.critic.to(self.device)
+
+        # learnable log_std per action dim
+        self.log_std = nn.Parameter(torch.zeros(self.action_dim, device=self.device))
+        self.log_std_min = -5.0
+        self.log_std_max = 2.0
+
+    @torch.no_grad()
+    def get_action(
+        self, obs: torch.Tensor, deterministic: bool = False
+    ) -> Tuple[torch.Tensor, torch.Tensor, torch.Tensor]:
+        mean = self.actor(obs)
+        log_std = self.log_std.clamp(self.log_std_min, self.log_std_max)
+        std = log_std.exp().expand(mean.shape[0], -1)
+        dist = Normal(mean, std)
+        action = mean if deterministic else dist.sample()
+        log_prob = dist.log_prob(action).sum(dim=-1)
+        value = self.critic(obs).squeeze(-1)
+        return action, log_prob, value
+
+    @torch.no_grad()
+    def get_value(self, obs: torch.Tensor) -> torch.Tensor:
+        return self.critic(obs).squeeze(-1)
+
+    def evaluate_actions(
+        self, obs: torch.Tensor, actions: torch.Tensor
+    ) -> Tuple[torch.Tensor, torch.Tensor, torch.Tensor]:
+        mean = self.actor(obs)
+        log_std = self.log_std.clamp(self.log_std_min, self.log_std_max)
+        std = log_std.exp().expand(mean.shape[0], -1)
+        dist = Normal(mean, std)
+        log_prob = dist.log_prob(actions).sum(dim=-1)
+        entropy = dist.entropy().sum(dim=-1)
+        value = self.critic(obs).squeeze(-1)
+        return log_prob, entropy, value
diff --git a/embodichain/agents/rl/models/mlp.py b/embodichain/agents/rl/models/mlp.py
new file mode 100644
index 00000000..d839f63d
--- /dev/null
+++ b/embodichain/agents/rl/models/mlp.py
@@ -0,0 +1,121 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+from functools import reduce
+from typing import Iterable, List, Optional, Sequence, Tuple, Union
+
+import torch
+import torch.nn as nn
+
+
+ActivationName = Union[str, None]
+
+
+def _resolve_activation(name: ActivationName) -> nn.Module:
+    if name is None:
+        return nn.Identity()
+    name_l = str(name).lower()
+    if name_l in ("relu",):
+        return nn.ReLU()
+    if name_l in ("elu",):
+        return nn.ELU()
+    if name_l in ("tanh",):
+        return nn.Tanh()
+    if name_l in ("gelu",):
+        return nn.GELU()
+    if name_l in ("silu", "swish"):
+        return nn.SiLU()
+    # fallback
+    return nn.ReLU()
+
+
+class MLP(nn.Sequential):
+    """General MLP supporting custom last activation, orthogonal init, and output reshape.
+
+    Args:
+      - input_dim: input dimension
+      - output_dim: output dimension (int or shape tuple/list)
+      - hidden_dims: hidden layer sizes, e.g. [256, 256]
+      - activation: hidden layer activation name (relu/elu/tanh/gelu/silu)
+      - last_activation: last-layer activation name or None for linear
+      - use_layernorm: whether to add LayerNorm after each hidden linear layer
+      - dropout_p: dropout probability for hidden layers (0 disables)
+    """
+
+    def __init__(
+        self,
+        input_dim: int,
+        output_dim: Union[int, Sequence[int]],
+        hidden_dims: Sequence[int],
+        activation: ActivationName = "elu",
+        last_activation: ActivationName = None,
+        use_layernorm: bool = False,
+        dropout_p: float = 0.0,
+    ) -> None:
+        super().__init__()
+
+        act = lambda: _resolve_activation(activation)
+        last_act = (
+            _resolve_activation(last_activation)
+            if last_activation is not None
+            else None
+        )
+
+        layers: List[nn.Module] = []
+        dims = [input_dim] + list(hidden_dims)
+
+        for in_d, out_d in zip(dims[:-1], dims[1:]):
+            layers.append(nn.Linear(in_d, out_d))
+            if use_layernorm:
+                layers.append(nn.LayerNorm(out_d))
+            layers.append(act())
+            if dropout_p and dropout_p > 0.0:
+                layers.append(nn.Dropout(p=dropout_p))
+
+        # Output layer
+        if isinstance(output_dim, int):
+            layers.append(nn.Linear(dims[-1], output_dim))
+        else:
+            total_out = int(reduce(lambda a, b: a * b, output_dim))
+            layers.append(nn.Linear(dims[-1], total_out))
+            layers.append(nn.Unflatten(dim=-1, unflattened_size=tuple(output_dim)))
+
+        if last_act is not None:
+            layers.append(last_act)
+
+        for idx, layer in enumerate(layers):
+            self.add_module(str(idx), layer)
+
+    def init_orthogonal(self, scales: Union[float, Sequence[float]] = 1.0) -> None:
+        """Orthogonal-initialize linear layers and zero the bias.
+
+        scales: single gain value or a sequence with length equal to the
+        number of linear layers.
+        """
+
+        def get_scale(i: int) -> float:
+            if isinstance(scales, (list, tuple)):
+                return float(scales[i])
+            return float(scales)
+
+        lin_idx = 0
+        for m in self.modules():
+            if isinstance(m, nn.Linear):
+                nn.init.orthogonal_(m.weight, gain=get_scale(lin_idx))
+                nn.init.zeros_(m.bias)
+                lin_idx += 1
diff --git a/embodichain/agents/rl/models/policy.py b/embodichain/agents/rl/models/policy.py
new file mode 100644
index 00000000..cd21d0f7
--- /dev/null
+++ b/embodichain/agents/rl/models/policy.py
@@ -0,0 +1,94 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""Policy base class for RL algorithms.
+
+This module defines an abstract Policy base class that all RL policies must
+inherit from. A Policy encapsulates the neural networks and exposes a uniform
+interface for RL algorithms (e.g., PPO, SAC) to interact with.
+"""
+
+from __future__ import annotations
+
+from typing import Tuple
+from abc import ABC, abstractmethod
+import torch.nn as nn
+
+import torch
+
+
+class Policy(nn.Module, ABC):
+    """Abstract base class that all RL policies must implement.
+
+    A Policy:
+    - Encapsulates neural networks that are trained by RL algorithms
+    - Handles internal computations (e.g., network output → distribution)
+    - Provides a uniform interface for algorithms (PPO, SAC, etc.)
+    """
+
+    device: torch.device
+    """Device where the policy parameters are located."""
+
+    def __init__(self) -> None:
+        super().__init__()
+
+    @abstractmethod
+    def get_action(
+        self, obs: torch.Tensor, deterministic: bool = False
+    ) -> Tuple[torch.Tensor, torch.Tensor, torch.Tensor]:
+        """Sample an action from the policy.
+
+        Args:
+            obs: Observation tensor of shape (batch_size, obs_dim)
+            deterministic: If True, return the mean action; otherwise sample
+
+        Returns:
+            Tuple of (action, log_prob, value):
+            - action: Sampled action tensor of shape (batch_size, action_dim)
+            - log_prob: Log probability of the action, shape (batch_size,)
+            - value: Value estimate, shape (batch_size,)
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def get_value(self, obs: torch.Tensor) -> torch.Tensor:
+        """Get value estimate for given observations.
+
+        Args:
+            obs: Observation tensor of shape (batch_size, obs_dim)
+
+        Returns:
+            Value estimate tensor of shape (batch_size,)
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def evaluate_actions(
+        self, obs: torch.Tensor, actions: torch.Tensor
+    ) -> Tuple[torch.Tensor, torch.Tensor, torch.Tensor]:
+        """Evaluate actions and compute log probabilities, entropy, and values.
+
+        Args:
+            obs: Observation tensor of shape (batch_size, obs_dim)
+            actions: Action tensor of shape (batch_size, action_dim)
+
+        Returns:
+            Tuple of (log_prob, entropy, value):
+            - log_prob: Log probability of actions, shape (batch_size,)
+            - entropy: Entropy of the action distribution, shape (batch_size,)
+            - value: Value estimate, shape (batch_size,)
+        """
+        raise NotImplementedError
diff --git a/embodichain/agents/rl/train.py b/embodichain/agents/rl/train.py
new file mode 100644
index 00000000..e87d4629
--- /dev/null
+++ b/embodichain/agents/rl/train.py
@@ -0,0 +1,270 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import argparse
+import os
+import time
+from pathlib import Path
+
+import numpy as np
+import torch
+import wandb
+import json
+from torch.utils.tensorboard import SummaryWriter
+from copy import deepcopy
+
+from embodichain.agents.rl.models import build_policy, get_registered_policy_names
+from embodichain.agents.rl.models import build_mlp_from_cfg
+from embodichain.agents.rl.algo import build_algo, get_registered_algo_names
+from embodichain.agents.rl.utils.trainer import Trainer
+from embodichain.utils import logger
+from embodichain.lab.gym.envs.tasks.rl import build_env
+from embodichain.lab.gym.utils.gym_utils import config_to_rl_cfg
+from embodichain.utils.utility import load_json
+from embodichain.utils.module_utils import find_function_from_modules
+from embodichain.lab.sim import SimulationManagerCfg
+from embodichain.lab.gym.envs.managers.cfg import EventCfg
+
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--config", type=str, required=True, help="Path to JSON config")
+    args = parser.parse_args()
+
+    with open(args.config, "r") as f:
+        cfg_json = json.load(f)
+
+    trainer_cfg = cfg_json["trainer"]
+    policy_block = cfg_json["policy"]
+    algo_block = cfg_json["algorithm"]
+
+    # Runtime
+    exp_name = trainer_cfg.get("exp_name", "generic_exp")
+    seed = int(trainer_cfg.get("seed", 1))
+    device_str = trainer_cfg.get("device", "cpu")
+    iterations = int(trainer_cfg.get("iterations", 250))
+    rollout_steps = int(trainer_cfg.get("rollout_steps", 2048))
+    eval_freq = int(trainer_cfg.get("eval_freq", 10000))
+    save_freq = int(trainer_cfg.get("save_freq", 50000))
+    headless = bool(trainer_cfg.get("headless", True))
+    wandb_project_name = trainer_cfg.get("wandb_project_name", "embodychain-generic")
+
+    # Device
+    if not isinstance(device_str, str):
+        raise ValueError(
+            f"runtime.device must be a string such as 'cpu' or 'cuda:0'. Got: {device_str!r}"
+        )
+    try:
+        device = torch.device(device_str)
+    except RuntimeError as exc:
+        raise ValueError(
+            f"Failed to parse runtime.device='{device_str}': {exc}"
+        ) from exc
+
+    if device.type == "cuda":
+        if not torch.cuda.is_available():
+            raise ValueError(
+                "CUDA device requested but torch.cuda.is_available() is False."
+            )
+        index = (
+            device.index if device.index is not None else torch.cuda.current_device()
+        )
+        device_count = torch.cuda.device_count()
+        if index < 0 or index >= device_count:
+            raise ValueError(
+                f"CUDA device index {index} is out of range (available devices: {device_count})."
+            )
+        torch.cuda.set_device(index)
+        device = torch.device(f"cuda:{index}")
+    elif device.type != "cpu":
+        raise ValueError(f"Unsupported device type: {device}")
+    logger.log_info(f"Device: {device}")
+
+    # Seeds
+    np.random.seed(seed)
+    torch.manual_seed(seed)
+    torch.backends.cudnn.deterministic = True
+    if device.type == "cuda":
+        torch.cuda.manual_seed_all(seed)
+
+    # Outputs
+    run_stamp = time.strftime("%Y%m%d_%H%M%S")
+    run_base = os.path.join("outputs", f"{exp_name}_{run_stamp}")
+    log_dir = os.path.join(run_base, "logs")
+    checkpoint_dir = os.path.join(run_base, "checkpoints")
+    os.makedirs(log_dir, exist_ok=True)
+    os.makedirs(checkpoint_dir, exist_ok=True)
+    writer = SummaryWriter(f"{log_dir}/{exp_name}")
+
+    # Initialize Weights & Biases (optional)
+    use_wandb = trainer_cfg.get("use_wandb", False)
+
+    # Initialize Weights & Biases (optional)
+    if use_wandb:
+        wandb.init(project=wandb_project_name, name=exp_name, config=cfg_json)
+
+    gym_config_path = Path(trainer_cfg["gym_config"])
+    logger.log_info(f"Current working directory: {Path.cwd()}")
+
+    gym_config_data = load_json(str(gym_config_path))
+    gym_env_cfg = config_to_rl_cfg(gym_config_data)
+
+    # Ensure sim configuration mirrors runtime overrides
+    if gym_env_cfg.sim_cfg is None:
+        gym_env_cfg.sim_cfg = SimulationManagerCfg()
+    if device.type == "cuda":
+        gpu_index = device.index
+        if gpu_index is None:
+            gpu_index = torch.cuda.current_device()
+        gym_env_cfg.sim_cfg.sim_device = torch.device(f"cuda:{gpu_index}")
+        if hasattr(gym_env_cfg.sim_cfg, "gpu_id"):
+            gym_env_cfg.sim_cfg.gpu_id = gpu_index
+    else:
+        gym_env_cfg.sim_cfg.sim_device = torch.device("cpu")
+    gym_env_cfg.sim_cfg.headless = headless
+
+    logger.log_info(
+        f"Loaded gym_config from {gym_config_path} (env_id={gym_env_cfg.env_id}, headless={gym_env_cfg.sim_cfg.headless}, sim_device={gym_env_cfg.sim_cfg.sim_device})"
+    )
+
+    env = build_env(gym_env_cfg.env_id, base_env_cfg=gym_env_cfg)
+
+    eval_gym_env_cfg = deepcopy(gym_env_cfg)
+    eval_gym_env_cfg.num_envs = 4
+    eval_gym_env_cfg.sim_cfg.headless = True
+
+    eval_env = build_env(eval_gym_env_cfg.env_id, base_env_cfg=eval_gym_env_cfg)
+
+    # Build Policy via registry
+    policy_name = policy_block["name"]
+    # Build Policy via registry (actor/critic must be explicitly defined in JSON when using actor_critic)
+    if policy_name.lower() == "actor_critic":
+        obs_dim = env.observation_space.shape[-1]
+        action_dim = env.action_space.shape[-1]
+
+        actor_cfg = policy_block.get("actor")
+        critic_cfg = policy_block.get("critic")
+        if actor_cfg is None or critic_cfg is None:
+            raise ValueError(
+                "ActorCritic requires 'actor' and 'critic' definitions in JSON (policy.actor / policy.critic)."
+            )
+
+        actor = build_mlp_from_cfg(actor_cfg, obs_dim, action_dim)
+        critic = build_mlp_from_cfg(critic_cfg, obs_dim, 1)
+
+        policy = build_policy(
+            policy_block,
+            env.observation_space,
+            env.action_space,
+            device,
+            actor=actor,
+            critic=critic,
+        )
+    else:
+        policy = build_policy(
+            policy_block, env.observation_space, env.action_space, device
+        )
+
+    # Build Algorithm via factory
+    algo_name = algo_block["name"].lower()
+    algo_cfg = algo_block["cfg"]
+    algo = build_algo(algo_name, algo_cfg, policy, device)
+
+    # Build Trainer
+    event_modules = [
+        "embodichain.lab.gym.envs.managers.randomization",
+        "embodichain.lab.gym.envs.managers.record",
+        "embodichain.lab.gym.envs.managers.events",
+    ]
+    events_dict = trainer_cfg.get("events", {})
+    train_event_cfg = {}
+    eval_event_cfg = {}
+    # Parse train events
+    for event_name, event_info in events_dict.get("train", {}).items():
+        event_func_str = event_info.get("func")
+        mode = event_info.get("mode", "interval")
+        params = event_info.get("params", {})
+        interval_step = event_info.get("interval_step", 1)
+        event_func = find_function_from_modules(
+            event_func_str, event_modules, raise_if_not_found=True
+        )
+        train_event_cfg[event_name] = EventCfg(
+            func=event_func,
+            mode=mode,
+            params=params,
+            interval_step=interval_step,
+        )
+    # Parse eval events
+    for event_name, event_info in events_dict.get("eval", {}).items():
+        event_func_str = event_info.get("func")
+        mode = event_info.get("mode", "interval")
+        params = event_info.get("params", {})
+        interval_step = event_info.get("interval_step", 1)
+        event_func = find_function_from_modules(
+            event_func_str, event_modules, raise_if_not_found=True
+        )
+        eval_event_cfg[event_name] = EventCfg(
+            func=event_func,
+            mode=mode,
+            params=params,
+            interval_step=interval_step,
+        )
+    trainer = Trainer(
+        policy=policy,
+        env=env,
+        algorithm=algo,
+        num_steps=rollout_steps,
+        batch_size=algo_cfg["batch_size"],
+        writer=writer,
+        eval_freq=eval_freq,
+        save_freq=save_freq,
+        checkpoint_dir=checkpoint_dir,
+        exp_name=exp_name,
+        use_wandb=use_wandb,
+        eval_env=eval_env,
+        event_cfg=train_event_cfg,
+        eval_event_cfg=eval_event_cfg,
+    )
+
+    logger.log_info("Generic training initialized")
+    logger.log_info(f"Task: {type(env).__name__}")
+    logger.log_info(
+        f"Policy: {policy_name} (available: {get_registered_policy_names()})"
+    )
+    logger.log_info(
+        f"Algorithm: {algo_name} (available: {get_registered_algo_names()})"
+    )
+
+    total_steps = int(iterations * rollout_steps * env.num_envs)
+    logger.log_info(f"Total steps: {total_steps} (iterations≈{iterations})")
+
+    try:
+        trainer.train(total_steps)
+    except KeyboardInterrupt:
+        logger.log_info("Training interrupted by user")
+    finally:
+        trainer.save_checkpoint()
+        writer.close()
+        if use_wandb:
+            try:
+                wandb.finish()
+            except Exception:
+                pass
+        logger.log_info("Training finished")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/embodichain/agents/rl/utils/__init__.py b/embodichain/agents/rl/utils/__init__.py
new file mode 100644
index 00000000..f6f9f4f9
--- /dev/null
+++ b/embodichain/agents/rl/utils/__init__.py
@@ -0,0 +1,21 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .config import AlgorithmCfg
+
+__all__ = [
+    "AlgorithmCfg",
+]
diff --git a/embodichain/agents/rl/utils/config.py b/embodichain/agents/rl/utils/config.py
new file mode 100644
index 00000000..2a89e243
--- /dev/null
+++ b/embodichain/agents/rl/utils/config.py
@@ -0,0 +1,29 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from embodichain.utils import configclass
+
+
+@configclass
+class AlgorithmCfg:
+    """Minimal algorithm configuration shared across RL algorithms."""
+
+    device: str = "cuda"
+    learning_rate: float = 3e-4
+    batch_size: int = 64
+    gamma: float = 0.99
+    gae_lambda: float = 0.95
+    max_grad_norm: float = 0.5
diff --git a/embodichain/agents/rl/utils/trainer.py b/embodichain/agents/rl/utils/trainer.py
new file mode 100644
index 00000000..0ae1fb1e
--- /dev/null
+++ b/embodichain/agents/rl/utils/trainer.py
@@ -0,0 +1,265 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+from typing import Dict, Any, Tuple, Callable, Optional
+import time
+import numpy as np
+import torch
+from torch.utils.tensorboard import SummaryWriter
+from collections import deque
+import wandb
+
+from embodichain.lab.gym.envs.managers.event_manager import EventManager
+
+
+class Trainer:
+    """Algorithm-agnostic trainer that coordinates training loop, logging, and evaluation."""
+
+    def __init__(
+        self,
+        policy,
+        env,
+        algorithm,
+        num_steps: int,
+        batch_size: int,
+        writer: SummaryWriter | None,
+        eval_freq: int,
+        save_freq: int,
+        checkpoint_dir: str,
+        exp_name: str,
+        use_wandb: bool = True,
+        eval_env=None,
+        event_cfg=None,
+        eval_event_cfg=None,
+    ):
+        self.policy = policy
+        self.env = env
+        self.eval_env = eval_env
+        self.algorithm = algorithm
+        self.num_steps = num_steps
+        self.batch_size = batch_size
+        self.writer = writer
+        self.eval_freq = eval_freq
+        self.save_freq = save_freq
+        self.checkpoint_dir = checkpoint_dir
+        self.exp_name = exp_name
+        self.use_wandb = use_wandb
+
+        if event_cfg is not None:
+            self.event_manager = EventManager(event_cfg, env=self.env)
+        if eval_event_cfg is not None:
+            self.eval_event_manager = EventManager(eval_event_cfg, env=self.eval_env)
+
+        # Get device from algorithm
+        self.device = self.algorithm.device
+        self.global_step = 0
+        self.start_time = time.time()
+        self.ret_window = deque(maxlen=100)
+        self.len_window = deque(maxlen=100)
+
+        # initial obs (assume env returns torch tensors already on target device)
+        obs, _ = self.env.reset()
+        self.obs = obs
+
+        # Initialize algorithm's buffer
+        self.observation_space = getattr(self.env, "observation_space", None)
+        self.action_space = getattr(self.env, "action_space", None)
+        obs_dim = (
+            self.observation_space.shape[-1]
+            if self.observation_space
+            else self.obs.shape[-1]
+        )
+        action_dim = self.action_space.shape[-1] if self.action_space else None
+        if action_dim is None:
+            raise RuntimeError(
+                "Env must expose action_space with shape for buffer initialization."
+            )
+        num_envs = self.obs.shape[0] if self.obs.ndim == 2 else 1
+
+        # Algorithm manages its own buffer
+        self.algorithm.initialize_buffer(num_steps, num_envs, obs_dim, action_dim)
+
+        # episode stats tracked on device to avoid repeated CPU round-trips
+        self.curr_ret = torch.zeros(num_envs, dtype=torch.float32, device=self.device)
+        self.curr_len = torch.zeros(num_envs, dtype=torch.int32, device=self.device)
+
+    # ---- lightweight helpers for dense logging ----
+    @staticmethod
+    def _mean_scalar(x) -> float:
+        if hasattr(x, "detach"):
+            x = x.detach().cpu().numpy()
+        else:
+            x = np.asarray(x)
+        return float(np.mean(x))
+
+    def _log_scalar_dict(self, prefix: str, data: dict):
+        if not self.writer or not isinstance(data, dict):
+            return
+        for k, v in data.items():
+            try:
+                self.writer.add_scalar(
+                    f"{prefix}/{k}", self._mean_scalar(v), self.global_step
+                )
+            except Exception:
+                continue
+
+    def _pack_log_dict(self, prefix: str, data: dict) -> dict:
+        if not isinstance(data, dict):
+            return {}
+        out = {}
+        for k, v in data.items():
+            try:
+                out[f"{prefix}/{k}"] = self._mean_scalar(v)
+            except Exception:
+                continue
+        return out
+
+    def train(self, total_timesteps: int):
+        print(f"Start training, total steps: {total_timesteps}")
+        while self.global_step < total_timesteps:
+            self._collect_rollout()
+            losses = self.algorithm.update()
+            self._log_train(losses)
+            if self.global_step % self.eval_freq == 0:
+                self._eval_once()
+            if self.global_step % self.save_freq == 0:
+                self.save_checkpoint()
+
+    @torch.no_grad()
+    def _collect_rollout(self):
+        """Collect a rollout. Algorithm controls the data collection process."""
+
+        # Callback function for statistics and logging
+        def on_step(obs, actions, reward, done, info, next_obs):
+            """Callback called at each step during rollout collection."""
+            # Episode stats (stay on device; convert only when episode ends)
+            self.curr_ret += reward
+            self.curr_len += 1
+            done_idx = torch.nonzero(done, as_tuple=False).squeeze(-1)
+            if done_idx.numel() > 0:
+                finished_ret = self.curr_ret[done_idx].detach().cpu().tolist()
+                finished_len = self.curr_len[done_idx].detach().cpu().tolist()
+                self.ret_window.extend(finished_ret)
+                self.len_window.extend(finished_len)
+                self.curr_ret[done_idx] = 0
+                self.curr_len[done_idx] = 0
+
+            # Update global step and observation
+            self.obs = next_obs
+            self.global_step += next_obs.shape[0] if next_obs.ndim == 2 else 1
+
+            if isinstance(info, dict):
+                rewards_dict = info.get("rewards")
+                metrics_dict = info.get("metrics")
+                self._log_scalar_dict("rewards", rewards_dict)
+                self._log_scalar_dict("metrics", metrics_dict)
+                log_dict = {}
+                log_dict.update(self._pack_log_dict("rewards", rewards_dict))
+                log_dict.update(self._pack_log_dict("metrics", metrics_dict))
+                if log_dict and self.use_wandb:
+                    wandb.log(log_dict, step=self.global_step)
+
+        # Algorithm controls data collection
+        result = self.algorithm.collect_rollout(
+            env=self.env,
+            policy=self.policy,
+            obs=self.obs,
+            num_steps=self.num_steps,
+            on_step_callback=on_step,
+        )
+
+    def _log_train(self, losses: Dict[str, float]):
+        if self.writer:
+            for k, v in losses.items():
+                self.writer.add_scalar(f"train/{k}", v, self.global_step)
+            elapsed = max(1e-6, time.time() - self.start_time)
+            sps = self.global_step / elapsed
+            self.writer.add_scalar("charts/SPS", sps, self.global_step)
+            if len(self.ret_window) > 0:
+                self.writer.add_scalar(
+                    "charts/episode_reward_avg_100",
+                    float(np.mean(self.ret_window)),
+                    self.global_step,
+                )
+            if len(self.len_window) > 0:
+                self.writer.add_scalar(
+                    "charts/episode_length_avg_100",
+                    float(np.mean(self.len_window)),
+                    self.global_step,
+                )
+        # console
+        sps = self.global_step / max(1e-6, time.time() - self.start_time)
+        avgR = np.mean(self.ret_window) if len(self.ret_window) > 0 else float("nan")
+        avgL = np.mean(self.len_window) if len(self.len_window) > 0 else float("nan")
+        print(
+            f"[train] step={self.global_step} sps={sps:.0f} avgReward(100)={avgR:.3f} avgLength(100)={avgL:.1f}"
+        )
+
+        # wandb (mirror TB logs)
+        if self.use_wandb:
+            log_dict = {f"train/{k}": v for k, v in losses.items()}
+            log_dict["charts/SPS"] = sps
+            if not np.isnan(avgR):
+                log_dict["charts/episode_reward_avg_100"] = float(avgR)
+            if not np.isnan(avgL):
+                log_dict["charts/episode_length_avg_100"] = float(avgL)
+            wandb.log(log_dict, step=self.global_step)
+
+    @torch.no_grad()
+    def _eval_once(self, num_episodes: int = 5):
+        self.policy.eval()
+        returns = []
+        for _ in range(num_episodes):
+            obs, _ = self.eval_env.reset()
+            done_any = torch.zeros(
+                obs.shape[0] if obs.ndim == 2 else 1,
+                dtype=torch.bool,
+                device=self.device,
+            )
+            num_envs_eval = obs.shape[0] if obs.ndim == 2 else 1
+            ep_ret = torch.zeros(num_envs_eval, dtype=torch.float32, device=self.device)
+            while not done_any.any():
+                actions, _, _ = self.policy.get_action(obs, deterministic=True)
+                result = self.eval_env.step(actions)
+                obs, reward, terminated, truncated, info = result
+                done = terminated | truncated
+                reward = reward.float()
+                done_any = done
+                ep_ret += reward
+
+                if hasattr(self, "eval_event_manager"):
+                    if "interval" in self.eval_event_manager.available_modes:
+                        self.eval_event_manager.apply(mode="interval")
+
+            returns.extend(ep_ret.detach().cpu().tolist())
+        if self.writer and len(returns) > 0:
+            self.writer.add_scalar(
+                "eval/avg_reward", float(np.mean(returns)), self.global_step
+            )
+
+    def save_checkpoint(self):
+        # minimal model-only checkpoint; trainer/algorithm states can be added
+        path = f"{self.checkpoint_dir}/{self.exp_name}_step_{self.global_step}.pt"
+        torch.save(
+            {
+                "global_step": self.global_step,
+                "policy": self.policy.state_dict(),
+            },
+            path,
+        )
+        print(f"Checkpoint saved: {path}")
diff --git a/embodichain/data/__init__.py b/embodichain/data/__init__.py
new file mode 100644
index 00000000..f97508ac
--- /dev/null
+++ b/embodichain/data/__init__.py
@@ -0,0 +1,35 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+
+database_dir = os.path.dirname(os.path.abspath(__file__)).replace("data", "database")
+video_dir = os.path.join(database_dir, "video")
+weights_dir = os.path.join(database_dir, "weights")
+database_2d_dir = os.path.join(database_dir, "2dasset")
+database_lang_dir = os.path.join(database_dir, "lang")
+database_demo_dir = os.path.join(database_dir, "demostration")
+database_tmp_dir = os.path.join(database_dir, "tmp")
+database_train_dir = os.path.join(database_dir, "train")
+
+
+if not os.path.exists(database_tmp_dir):
+    os.makedirs(database_tmp_dir, exist_ok=True)
+if not os.path.exists(database_train_dir):
+    os.makedirs(database_train_dir, exist_ok=True)
+
+from . import assets
+from .dataset import *
diff --git a/embodichain/data/assets/__init__.py b/embodichain/data/assets/__init__.py
new file mode 100644
index 00000000..875628de
--- /dev/null
+++ b/embodichain/data/assets/__init__.py
@@ -0,0 +1,23 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .materials import *
+from .demo_assets import *
+from .obj_assets import *
+from .w1_assets import *
+from .eef_assets import *
+from .robot_assets import *
+from .scene_assets import *
diff --git a/embodichain/data/assets/demo_assets.py b/embodichain/data/assets/demo_assets.py
new file mode 100644
index 00000000..8480d468
--- /dev/null
+++ b/embodichain/data/assets/demo_assets.py
@@ -0,0 +1,46 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import open3d as o3d
+from pathlib import Path
+from embodichain.data.dataset import EmbodiChainDataset
+from embodichain.data.constants import (
+    EMBODICHAIN_DOWNLOAD_PREFIX,
+    EMBODICHAIN_DEFAULT_DATA_ROOT,
+)
+
+
+class ScoopIceNewEnv(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/demo/ScoopIceNewEnv.zip",
+            "e92734a9de0f64be33a11fbda0fbd3b6",
+        )
+        prefix = "ScoopIceNewEnv"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class MultiW1Data(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/demo/multi_w1_demo.zip",
+            "984e8fa3aa05cb36a1fd973a475183ed",
+        )
+        prefix = "MultiW1Data"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+        super().__init__(prefix, data_descriptor, path)
diff --git a/embodichain/data/assets/eef_assets.py b/embodichain/data/assets/eef_assets.py
new file mode 100644
index 00000000..fa1e9aae
--- /dev/null
+++ b/embodichain/data/assets/eef_assets.py
@@ -0,0 +1,264 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+
+import open3d as o3d
+from embodichain.data.dataset import EmbodiChainDataset
+from embodichain.data.constants import (
+    EMBODICHAIN_DOWNLOAD_PREFIX,
+    EMBODICHAIN_DEFAULT_DATA_ROOT,
+)
+
+
+class DH_PGC_140_50(EmbodiChainDataset):
+    """Dataset class for the DH Robotics PGC-140-50 end-effector gripper.
+
+    Reference:
+        https://www.dh-robotics.com/product/pgc
+
+    Directory structure:
+        DH_PGC_140_50/
+            DH_PGC_140_50.urdf
+
+    Example usage:
+        >>> from embodichain.data.eef_dataset import DH_PGC_140_50
+        >>> dataset = DH_PGC_140_50()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("DH_PGC_140_50/DH_PGC_140_50.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/eef_assets/DH_PGC_140_50.zip",
+            "c2a642308a76e99b1b8b7cb3a11c5df3",
+        )
+        prefix = "DH_PGC_140_50"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class DH_PGI_140_80(EmbodiChainDataset):
+    """Dataset class for the DH Robotics PGI-140-80 end-effector gripper.
+
+    Reference:
+        https://www.dh-robotics.com/product/pgia###
+
+    Directory structure:
+        DH_PGI_140_80/
+            DH_PGI_140_80.urdf
+
+    Example usage:
+        >>> from embodichain.data.eef_dataset import DH_PGI_140_80
+        >>> dataset = DH_PGI_140_80()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("DH_PGI_140_80/DH_PGI_140_80.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/eef_assets/DH_PGI_140_80.zip",
+            "05a1a08b13c6250cc12affeeda3a08ba",
+        )
+        prefix = "DH_PGI_140_80"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class DH_PGC_140_50_M(EmbodiChainDataset):
+    """Dataset class for the DH Robotics PGC-140-50 end-effector gripper.
+       DexForce modified connector and finger.
+
+    Reference:
+        https://www.dh-robotics.com/product/pgc
+
+    Directory structure:
+        DH_PGC_140_50_M/
+            DH_PGC_140_50_M.urdf
+
+    Example usage:
+        >>> from embodichain.data.eef_dataset import DH_PGC_140_50_M
+        >>> dataset = DH_PGC_140_50_M()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("DH_PGC_140_50_M/DH_PGC_140_50_M.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/eef_assets/DH_PGC_140_50_M.zip",
+            "3a9ab5f32639e03afb38dc033b44bb62",
+        )
+        prefix = "DH_PGC_140_50_M"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class ZH_CTM2F110(EmbodiChainDataset):
+    """Dataset class for the Zhixing Robot Technology CTM2F110 end-effector gripper.
+
+    Reference:
+        https://www.changingtek.com/service
+
+    Directory structure:
+        ZH_CTM2F110/
+            ZH_CTM2F110.urdf
+
+    Example usage:
+        >>> from embodichain.data.eef_dataset import ZH_CTM2F110
+        >>> dataset = ZH_CTM2F110()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("ZH_CTM2F110/ZH_CTM2F110.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/eef_assets/ZH_CTM2F110.zip",
+            "0e7c3310425609797fe010b2a76fe465",
+        )
+        prefix = "ZH_CTM2F110"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class BrainCoHandRevo1(EmbodiChainDataset):
+    """Dataset class for the BrainCo Hand Revo 1 robotic hand.
+
+    Reference:
+        https://www.brainco-hz.com/docs/revolimb-hand/revo1/parameters.html
+
+    Directory structure:
+        BrainCoHandRevo1/
+            BrainCoRightHand/BrainCoRightHand.urdf
+            BrainCoLeftHand/BrainCoLeftHand.urdf
+
+    Example usage:
+        >>> from embodichain.data.eef_dataset import BrainCoHandRevo1
+        >>> dataset = BrainCoHandRevo1()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("BrainCoHandRevo1/BrainCoRightHand/BrainCoRightHand.urdf"))
+        >>> print(get_data_path("BrainCoHandRevo1/BrainCoLeftHand/BrainCoLeftHand.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/eef_assets/BrainCoHandRevo01.zip",
+            "ff9ac77e7e1493fd32d40c87fecbee6c",
+        )
+        prefix = "BrainCoHandRevo1"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class InspireHand(EmbodiChainDataset):
+    """Dataset class for the Inspire Hand robotic hand.
+
+    Reference:
+        https://en.inspire-robots.com/product/rh56bfx
+
+    Directory structure:
+        InspireHand/
+            InspireLeftHand/InspireLeftHand.urdf
+            InspireRightHand/InspireRightHand.urdf
+            inspire_joint_data.csv
+            inspire_joint_data.npy
+
+    Example usage:
+        >>> from embodichain.data.eef_dataset import InspireHand
+        >>> dataset = InspireHand()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("InspireHand/InspireLeftHand/InspireLeftHand.urdf"))
+        >>> print(get_data_path("InspireHand/InspireRightHand/InspireRightHand.urdf"))
+        >>> print(get_data_path("InspireHand/inspire_joint_data.csv"))
+        >>> print(get_data_path("InspireHand/inspire_joint_data.npy"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/eef_assets/InspireHand.zip",
+            "c60132a6f03866fb021cca5b6d72845e",
+        )
+        prefix = "InspireHand"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class Robotiq2F85(EmbodiChainDataset):
+    """Dataset class for the Robotiq 2F85 robotic gripper.
+
+    Reference:
+        https://robotiq.com/products/adaptive-grippers#Two-Finger-Gripper
+
+    Directory structure:
+        Robotiq2F85/
+            Robotiq2F85.urdf
+
+    Example usage:
+        >>> from embodichain.data.eef_dataset import Robotiq2F85
+        >>> dataset = Robotiq2F85()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("Robotiq2F85/Robotiq2F85.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/eef_assets/Robotiq2F85.zip",
+            "53ecbf2c953f43f1134aa7223e592292",
+        )
+        prefix = "Robotiq2F85"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class WheelTecFA2F(EmbodiChainDataset):
+    """Dataset class for the WheelTec FA 2 fingers robotic gripper.
+
+    Reference:
+        https://www.wheeltec.net/
+
+    Directory structure:
+        WheelTecFA2F/
+            WheelTecFA2F.urdf
+
+    Example usage:
+        >>> from embodichain.data.eef_dataset import WheelTecFA2F
+        >>> dataset = WheelTecFA2F()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("WheelTecFA2F/WheelTecFA2F.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/eef_assets/WheelTecFA2F.zip",
+            "feaf13f25b1c6ce58d011b1f2fa72f58",
+        )
+        prefix = "WheelTecFA2F"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
diff --git a/embodichain/data/assets/materials.py b/embodichain/data/assets/materials.py
new file mode 100644
index 00000000..784d6c6d
--- /dev/null
+++ b/embodichain/data/assets/materials.py
@@ -0,0 +1,107 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import open3d as o3d
+
+from pathlib import Path
+from typing import List
+
+from embodichain.data.dataset import EmbodiChainDataset
+from embodichain.utils import logger
+from embodichain.data.constants import (
+    EMBODICHAIN_DOWNLOAD_PREFIX,
+    EMBODICHAIN_DEFAULT_DATA_ROOT,
+)
+
+
+class SimResources(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/materials/embodisim_resources.zip",
+            "53c054b3ae0857416dc52632eb562c12",
+        )
+        prefix = "SimResources"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+    def get_ibl_path(self, name: str) -> str:
+        """Get the path of the IBL resource.
+
+        Args:
+            name (str): The name of the IBL resource.
+
+        Returns:
+            str: The path to the IBL resource.
+        """
+        ibl_names = self.get_ibl_list()
+        if name not in ibl_names:
+            logger.log_error(
+                f"Invalid IBL name: {name}. Available names are: {ibl_names}"
+            )
+        return str(Path(self.extract_dir) / "embodysim_resources" / "IBL" / name)
+
+    def get_ibl_list(self) -> List[str]:
+        """Get the names of all IBL resources.
+
+        Returns:
+            List[str]: The names of all IBL resources.
+        """
+        return [
+            f.name
+            for f in Path(self.extract_dir).glob("embodysim_resources/IBL/*")
+            if f.is_dir()
+        ]
+
+    def get_material_path(self, name: str) -> str:
+        """Get the path of the material resource.
+
+        Args:
+            name (str): The name of the material resource.
+
+        Returns:
+            str: The path to the material resource.
+        """
+        material_names = self.get_material_list()
+        if name not in material_names:
+            logger.log_error(
+                f"Invalid material name: {name}. Available names are: {material_names}"
+            )
+        return str(Path(self.extract_dir) / "embodysim_resources" / "materials" / name)
+
+    def get_material_list(self) -> List[str]:
+        """Get the names of all material resources.
+
+        Returns:
+            List[str]: The names of all material resources.
+        """
+        return [
+            f.name
+            for f in Path(self.extract_dir).glob("embodysim_resources/materials/*")
+            if f.is_dir()
+        ]
+
+
+class CocoBackground(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/materials/CocoBackground.zip",
+            "fda82404a317281263bd5849e9eb31a1",
+        )
+        prefix = "CocoBackground"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
diff --git a/embodichain/data/assets/obj_assets.py b/embodichain/data/assets/obj_assets.py
new file mode 100644
index 00000000..6c2310f8
--- /dev/null
+++ b/embodichain/data/assets/obj_assets.py
@@ -0,0 +1,215 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+
+import open3d as o3d
+from embodichain.data.dataset import EmbodiChainDataset
+from embodichain.data.constants import (
+    EMBODICHAIN_DOWNLOAD_PREFIX,
+    EMBODICHAIN_DEFAULT_DATA_ROOT,
+)
+
+
+class ShopTableSimple(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/shop_table_simple.zip",
+            "e3061ee024de7840f773b70140dcd43f",
+        )
+        prefix = "ShopTableSimple"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class CircleTableSimple(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/circle_table_simple.zip",
+            "42ad2be8cd0caddcf9bfbf106b7783f3",
+        )
+        prefix = "CircleTableSimple"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class PlasticBin(o3d.data.DownloadDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/plastic_bin.zip",
+            "21e00083689a4a3c4e4ae3fd89c61e55",
+        )
+        prefix = "PlasticBin"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class Chair(o3d.data.DownloadDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/chair.zip",
+            "df3d7d1a05731d45fb2c678a40a39cd4",
+        )
+        prefix = "Chair"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class ContainerMetal(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/container_metal.zip",
+            "ceafb87f8177609f87aaa6779fcbb9a3",
+        )
+        prefix = "ContainerMetal"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class SimpleBoxDrawer(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/simple_box_drawer.zip",
+            "966b648bca16823ee91525847c183973",
+        )
+        prefix = "SimpleBoxDrawer"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class AdrianoTable(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/adriano_table.zip",
+            "8453583a9a1a9d04d50268f8a3da554f",
+        )
+        prefix = "AdrianoTable"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class CoffeeCup(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/CoffeeCup.zip",
+            "f05fce385826414c15e19df3b75dc886",
+        )
+        prefix = "CoffeeCup"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class SlidingBoxDrawer(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/SlidingBoxDrawer.zip",
+            "b03d9006503d27b75ddeb06d31b2c7a5",
+        )
+        prefix = "SlidingBoxDrawer"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class AiLiMu_BoxDrawer(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            EMBODICHAIN_DOWNLOAD_PREFIX + "AiLiMu_BoxDrawer_v3.zip",
+            "9a2889151a23d482f95f602cce9900c6",
+        )
+        prefix = "AiLiMu_BoxDrawer"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class AluminumTable(o3d.data.DownloadDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            EMBODICHAIN_DOWNLOAD_PREFIX + "AluminumTable.glb",
+            "02991d36ca9b70f019ed330a61143aa9",
+        )
+        prefix = "AluminumTable"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class ToyDuck(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            EMBODICHAIN_DOWNLOAD_PREFIX + "ToyDuck.zip",
+            "2f5c00ba487edf34ad668f7257c0264e",
+        )
+        prefix = "ToyDuck"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class PaperCup(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            EMBODICHAIN_DOWNLOAD_PREFIX + "PaperCup.zip",
+            "359d13af8c5f31ad3226d8994a1a7198",
+        )
+        prefix = "PaperCup"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class ChainRainSec(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/lianguijie.zip",
+            "2387589040a4d3f2676b622362452242",
+        )
+        prefix = "ChainRainSec"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class TableWare(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/tableware.zip",
+            "403e340fc0e4996c002ee774f89cd236",
+        )
+        prefix = "TableWare"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class ScannedBottle(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/ScannedBottle.zip",
+            "d2b2d4deb7b463a734af099f7624b4af",
+        )
+        prefix = "ScannedBottle"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
diff --git a/embodichain/data/assets/robot_assets.py b/embodichain/data/assets/robot_assets.py
new file mode 100644
index 00000000..60a33678
--- /dev/null
+++ b/embodichain/data/assets/robot_assets.py
@@ -0,0 +1,463 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+
+import open3d as o3d
+from embodichain.data.dataset import EmbodiChainDataset
+from embodichain.data.constants import (
+    EMBODICHAIN_DOWNLOAD_PREFIX,
+    EMBODICHAIN_DEFAULT_DATA_ROOT,
+)
+
+
+class CobotMagicArm(EmbodiChainDataset):
+    """Dataset class for the Cobot Magic Arm robot.
+
+    Reference:
+        https://global.agilex.ai/products/cobot-magic
+
+    Directory structure:
+        CobotMagicArm/
+            CobotMagicNoGripper.urdf
+            CobotMagicWithGripperV70.urdf
+            CobotMagicWithGripperV70NewUV.urdf
+            CobotMagicWithGripperV70NoMaterial.urdf
+            CobotMagicWithGripperV100.urdf
+            CobotMagicWithGripperV100NewUV.urdf
+            CobotMagicWithGripperV100NoMaterial.urdf
+
+    Example usage:
+        >>> from embodichain.data.robot_dataset import CobotMagicArm
+        >>> dataset = CobotMagicArm()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("CobotMagicArm/CobotMagicWithGripperV100.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/CobotMagicArmV2.zip",
+            "14af3e84b74193680899a59fc74e8337",
+        )
+        prefix = "CobotMagicArm"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class RidgeBack(EmbodiChainDataset):
+    """Dataset class for the RidgeBack wheeled robot.
+
+    Reference:
+        https://clearpathrobotics.com/ridgeback-indoor-robot-platform/
+
+    Directory structure:
+        RidgeBack/
+            RidgeBack.urdf
+
+    Example usage:
+        >>> from embodichain.data.robot_dataset import RidgeBack
+        >>> dataset = RidgeBack()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("RidgeBack/RidgeBack.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/RidgeBack.zip",
+            "f03e1a6f4c781ad8957a88bdb010e9b6",
+        )
+        prefix = "RidgeBack"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class UnitreeH1(EmbodiChainDataset):
+    """Dataset class for the Unitree H1 robot.
+
+    Reference:
+        https://www.unitree.com/h1/
+
+    Directory structure:
+        UnitreeH1/
+            UnitreeH1.urdf
+            UnitreeH1WithWrist.urdf
+
+    Example usage:
+        >>> from embodichain.data.robot_dataset import UnitreeH1
+        >>> dataset = UnitreeH1()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("UnitreeH1/UnitreeH1.urdf"))
+        >>> print(get_data_path("UnitreeH1/UnitreeH1WithWrist.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/UnitreeH1.zip",
+            "339417cef5051a912693f3c64d29dddc",
+        )
+        prefix = "UnitreeH1"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class ABB(EmbodiChainDataset):
+    """Dataset class for the ABB robot.
+
+    Reference:
+        https://global.abb/
+
+    Directory structure:
+        ABB/
+            IRB1200_5_90/IRB1200_5_90.urdf
+            IRB2600_12_165/IRB2600_12_165.urdf
+
+    Example usage:
+        >>> from embodichain.data.robot_dataset import ABB
+        >>> dataset = ABB()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("ABB/IRB1200_5_90/IRB1200_5_90.urdf"))
+        >>> print(get_data_path("ABB/IRB2600_12_165/IRB2600_12_165.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/ABB.zip",
+            "ea6df4983982606c43387783e5fb8c05",
+        )
+        prefix = "ABB"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class Motoman(EmbodiChainDataset):
+    """Dataset class for the Motoman robot.
+
+    Reference:
+        https://www.motoman.com/en-us
+
+    Directory structure:
+        Motoman/
+            GP7/GP7.urdf
+            GP12/GP12.urdf
+
+    Example usage:
+        >>> from embodichain.data.robot_dataset import Motoman
+        >>> dataset = Motoman()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("Motoman/GP7/GP7.urdf"))
+        >>> print(get_data_path("Motoman/GP12/GP12.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/Motoman.zip",
+            "ee5f16cfce34d8e2cb996fcff8a25986",
+        )
+        prefix = "Motoman"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class KUKA(EmbodiChainDataset):
+    """Dataset class for the KUKA robot.
+
+    Reference:
+        https://www.kuka.com/
+
+    Directory structure:
+        KUKA/
+            KUKA/KR6_R700_sixx/KR6_R700_sixx.urdf
+            KUKA/KR6_R900_sixx/KR6_R900_sixx.urdf
+
+    Example usage:
+        >>> from embodichain.data.robot_dataset import ABB
+        >>> dataset = ABB()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("KUKA/KR6_R700_sixx/KR6_R700_sixx.urdf"))
+        >>> print(get_data_path("KUKA/KR6_R900_sixx/KR6_R900_sixx.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/KUKA.zip",
+            "da7a2dfd0db3f486e407f038d25c7537",
+        )
+        prefix = "KUKA"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class Fanuc(EmbodiChainDataset):
+    """Dataset class for the Fanuc robot.
+
+    Reference:
+        https://www.fanuc.com/
+
+    Directory structure:
+        Fanuc/
+            M_20iA/M_20iA.urdf
+            R_2000iC_165F/R_2000iC_165F.urdf
+
+    Example usage:
+        >>> from embodichain.data.robot_dataset import Fanuc
+        >>> dataset = Fanuc()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("Fanuc/KR6_R700_sixx/KR6_R700_sixx.urdf"))
+        >>> print(get_data_path("Fanuc/KR6_R900_sixx/KR6_R900_sixx.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/Fanuc.zip",
+            "0a1c562f4719f7cdc1b24545fec4a301",
+        )
+        prefix = "Fanuc"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class UniversalRobots(EmbodiChainDataset):
+    """Dataset class for the Universal Robots.
+
+    Reference:
+        https://www.universal-robots.com/products/ur-series/
+
+    Directory structure:
+        UniversalRobots/
+            UR3/UR3.urdf
+            UR3e/UR3e.urdf
+            UR5/UR5.urdf
+            UR5e/UR5e.urdf
+            UR10/UR10.urdf
+            UR10e/UR10e.urdf
+
+    Example usage:
+        >>> from embodichain.data.robot_dataset import UniversalRobots
+        >>> dataset = UniversalRobots()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("UniversalRobots/UR3/UR3.urdf"))
+        >>> print(get_data_path("UniversalRobots/UR3e/UR3e.urdf"))
+        >>> print(get_data_path("UniversalRobots/UR5/UR5.urdf"))
+        >>> print(get_data_path("UniversalRobots/UR5e/UR5e.urdf"))
+        >>> print(get_data_path("UniversalRobots/UR10/UR10.urdf"))
+        >>> print(get_data_path("UniversalRobots/UR10e/UR10e.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/UniversalRobots.zip",
+            "dbd12f7e36cef4e5025b82f748233b80",
+        )
+        prefix = "UniversalRobots"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class Rokae(EmbodiChainDataset):
+    """Dataset class for the Rokae robots.
+
+    Reference:
+        https://www.rokae.com/en/product/show/349/SR-Cobots.html
+
+    Directory structure:
+        Rokae/
+            SR3/SR3.urdf
+            SR5/SR5.urdf
+
+    Example usage:
+        >>> from embodichain.data.robot_dataset import Rokae
+        >>> dataset = Rokae()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("Rokae/SR3/SR3.urdf"))
+        >>> print(get_data_path("Rokae/SR5/SR5.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/Rokae.zip",
+            "fbfb852d6139e94b7c422771542f988f",
+        )
+        prefix = "Rokae"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class Franka(EmbodiChainDataset):
+    """Dataset class for the Franka robots.
+
+    Reference:
+        https://franka.de/franka-research-3
+
+    Directory structure:
+        Franka/
+            Panda/Panda.urdf
+            PandaHand/PandaHand.urdf
+            PandaWithHand/PandaWithHand.urdf
+
+    Example usage:
+        >>> from embodichain.data.robot_dataset import Franka
+        >>> dataset = Franka()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("Franka/Panda/Panda.urdf"))
+        >>> print(get_data_path("Franka/PandaHand/PandaHand.urdf"))
+        >>> print(get_data_path("Franka/PandaWithHand/PandaWithHand.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/Franka.zip",
+            "c2de367fe1da02eeb45a8129f903d0b6",
+        )
+        prefix = "Franka"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class Agile(EmbodiChainDataset):
+    """Dataset class for the Agile robots.
+
+    Reference:
+        https://www.agile-robots.com/en/solutions/diana-7/
+
+    Directory structure:
+        Agile/
+            Diana7/Diana7.urdf
+
+    Example usage:
+        >>> from embodichain.data.robot_dataset import Agile
+        >>> dataset = Agile()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("Agile/Diana7/Diana7.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/Agile.zip",
+            "fd47d7ab8a4d13960fd76e59544ba836",
+        )
+        prefix = "Agile"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class Hans(EmbodiChainDataset):
+    """Dataset class for the Hans robots.
+
+    Reference:
+        https://www.huayan-robotics.com/elfin
+
+    Directory structure:
+        Hans/
+            E05/E05.urdf
+            E10/E10.urdf
+
+    Example usage:
+        >>> from embodichain.data.robot_dataset import Hans
+        >>> dataset = Hans()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("Hans/E05/E05.urdf"))
+        >>> print(get_data_path("Hans/E10/E10.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/Hans.zip",
+            "c867c406e3dffd6982fd0a15e7dc7e29",
+        )
+        prefix = "Hans"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class Aubo(EmbodiChainDataset):
+    """Dataset class for the Aubo robots.
+
+    Reference:
+        https://www.aubo-robotics.cn/
+
+    Directory structure:
+        Aubo/
+            i5/i5.urdf
+
+    Example usage:
+        >>> from embodichain.data.robot_dataset import Aubo
+        >>> dataset = Aubo()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("Aubo/i5/i5.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/Aubo.zip",
+            "2574649cd199c11267cc0f4aeac65557",
+        )
+        prefix = "Aubo"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class RainbowY1(EmbodiChainDataset):
+    """Dataset class for the Aubo robots.
+
+    Reference:
+        https://www.rainbow-robotics.com/en_rby1
+
+    Directory structure:
+        RainbowY1/
+            RainbowY1.urdf
+
+    Example usage:
+        >>> from embodichain.data.robot_dataset import RainbowY1
+        >>> dataset = RainbowY1()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("RainbowY1/RainbowY1.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/RainbowY1.zip",
+            "5979a3aaadb5de6488b13765d523564f",
+        )
+        prefix = "RainbowY1"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
diff --git a/embodichain/data/assets/scene_assets.py b/embodichain/data/assets/scene_assets.py
new file mode 100644
index 00000000..bd6e30a3
--- /dev/null
+++ b/embodichain/data/assets/scene_assets.py
@@ -0,0 +1,63 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import open3d as o3d
+from pathlib import Path
+from embodichain.data.dataset import EmbodiChainDataset
+from embodichain.data.constants import (
+    EMBODICHAIN_DOWNLOAD_PREFIX,
+    EMBODICHAIN_DEFAULT_DATA_ROOT,
+)
+
+
+class SceneData(EmbodiChainDataset):
+    """Dataset class for the Scene.
+
+    Directory structure:
+        SceneData/
+            factory.glb
+            kitchen.gltf
+            office.glb
+
+    Example usage:
+        >>> from embodichain.data.assets.scene_assets import SceneData
+        >>> data = SceneData()
+        or
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("Scenedata/factory.glb"))
+    """
+
+    def __init__(self, data_root: str = None):
+
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/scene_assets/SceneData.zip",
+            "fb46e4694cc88886fc785704e891a68a",
+        )
+        prefix = "SceneData"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+        super().__init__(prefix, data_descriptor, path)
+
+
+class EmptyRoom(o3d.data.DownloadDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/scene_assets/empty_room.zip",
+            "612ffead4fac95114bec2e3812469f96",
+        )
+        prefix = "EmptyRoom"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
diff --git a/embodichain/data/assets/w1_assets.py b/embodichain/data/assets/w1_assets.py
new file mode 100644
index 00000000..b46e807f
--- /dev/null
+++ b/embodichain/data/assets/w1_assets.py
@@ -0,0 +1,210 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import open3d as o3d
+from embodichain.data.dataset import EmbodiChainDataset
+from embodichain.data.constants import (
+    EMBODICHAIN_DOWNLOAD_PREFIX,
+    EMBODICHAIN_DEFAULT_DATA_ROOT,
+)
+
+# ================= Dexforce W1 Asset Dataset Overview =================
+# This file provides dataset classes for the Dexforce W1 humanoid robot
+# and its individual components.
+#
+# Main Asset:
+#   - DexforceW1V021:
+#       Represents the complete humanoid robot asset,
+#       including both industrial arms and anthropomorphic arms.
+#
+# Component Assets:
+#   - DexforceW1ChassisV021:   Chassis component
+#   - DexforceW1TorsoV021:     Torso component
+#   - DexforceW1EyesV021:      Eyes component
+#   - DexforceW1HeadV021:      Head component
+#
+# Arm Assets:
+#   - DexforceW1LeftArm1V021 / DexforceW1RightArm1V021:
+#       Anthropomorphic (human-like) arms, left and right.
+#   - DexforceW1LeftArm2V021 / DexforceW1RightArm2V021:
+#       Industrial arms, left and right.
+#
+# All classes inherit from EmbodiChainDataset and are responsible for
+# downloading and managing the data resources for their respective components.
+# ======================================================================
+
+
+class DexforceW1V021(EmbodiChainDataset):
+    """Dataset class for the Dexforce W1 V021.
+
+    Directory structure:
+        DexforceW1V021/DexforceW1V021.urdf
+
+    Example usage:
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("DexforceW1V021/DexforceW1_v02_1.urdf"))
+        >>> print(get_data_path("DexforceW1V021/DexforceW1_v02_2.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/DexforceW1V021.zip",
+            "3cc3a0bfd1c50ebed5bee9dadeee6756",
+        )
+        prefix = "DexforceW1V021"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class DexforceW1V021_INDUSTRIAL_DH_PGC_GRIPPER_M(EmbodiChainDataset):
+    """Dataset class for the industrial Dexforce W1 V021 with DH_PGC_gripper.
+
+    Directory structure:
+        DexforceW1V021_INDUSTRIAL_DH_PGC_GRIPPER_M/DexforceW1V021.urdf
+
+    Example usage:
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("DexforceW1V021_INDUSTRIAL_DH_PGC_GRIPPER_M/DexforceW1V021.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/DexforceW1V021_INDUSTRIAL_DH_PGC_GRIPPER_M.zip",
+            "06ec5dfa76dc69160d7ff9bc537a6a7b",
+        )
+        prefix = "DexforceW1V021_INDUSTRIAL_DH_PGC_GRIPPER_M"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class DexforceW1V021_ANTHROPOMORPHIC_BRAINCO_HAND_REVO1(EmbodiChainDataset):
+    """Dataset class for the anthropomorphic Dexforce W1 V021 with BrainCo_hand_revo_1.
+
+    Directory structure:
+        DexforceW1V021_ANTHROPOMORPHIC_BRAINCO_HAND_REVO1/DexforceW1V021.urdf
+
+    Example usage:
+        >>> from embodichain.data import get_data_path
+        >>> print(get_data_path("DexforceW1V021_ANTHROPOMORPHIC_BRAINCO_HAND_REVO1/DexforceW1V021.urdf"))
+    """
+
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/DexforceW1V021_ANTHROPOMORPHIC_BRAINCO_HAND_REVO1.zip",
+            "ef19d247799e79233863b558c47b32cd",
+        )
+        prefix = "DexforceW1V021_ANTHROPOMORPHIC_BRAINCO_HAND_REVO1"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class DexforceW1ChassisV021(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/W1_Chassis_v021.zip",
+            "6b0517a4d92a572988641d46269d063f",
+        )
+        prefix = "DexforceW1ChassisV021"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class DexforceW1TorsoV021(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/W1_Torso_v021.zip",
+            "4f762a3ae6ef2acbe484c915cf80da7b",
+        )
+        prefix = "DexforceW1TorsoV021"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class DexforceW1EyesV021(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/W1_Eyes_v021.zip",
+            "80e0b86ef2e934f439c99b79074f6f3c",
+        )
+        prefix = "DexforceW1EyesV021"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class DexforceW1HeadV021(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/W1_Head_v021.zip",
+            "ba72805828c5fd62ad55d6a1458893d0",
+        )
+        prefix = "DexforceW1HeadV021"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class DexforceW1LeftArm1V021(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/W1_LeftArm_1_v021.zip",
+            "c3cacda7bd36389ed98620047bff6216",
+        )
+        prefix = "DexforceW1LeftArm1V021"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class DexforceW1RightArm1V021(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/W1_RightArm_1_v021.zip",
+            "456c9495748171003246a3f6626bb0db",
+        )
+        prefix = "DexforceW1RightArm2V021"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class DexforceW1LeftArm2V021(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/W1_LeftArm_2_v021.zip",
+            "b99bd0587cc9a36fed3cdaa4f9fd62e7",
+        )
+        prefix = "DexforceW1LeftArm2V021"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
+
+
+class DexforceW1RightArm2V021(EmbodiChainDataset):
+    def __init__(self, data_root: str = None):
+        data_descriptor = o3d.data.DataDescriptor(
+            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/W1_RightArm_2_v021.zip",
+            "d9f25b2d5244ca5a859040327273a99e",
+        )
+        prefix = "DexforceW1RightArm1V021"
+        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
+
+        super().__init__(prefix, data_descriptor, path)
diff --git a/embodichain/data/constants.py b/embodichain/data/constants.py
new file mode 100644
index 00000000..3a4aa144
--- /dev/null
+++ b/embodichain/data/constants.py
@@ -0,0 +1,21 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+
+from pathlib import Path
+
+EMBODICHAIN_DOWNLOAD_PREFIX = "http://192.168.3.120/CoreEngine/Data/embodychain_data/"
+EMBODICHAIN_DEFAULT_DATA_ROOT = str(Path.home() / ".cache" / "embodichain_data")
diff --git a/embodichain/data/data_engine/__init__.py b/embodichain/data/data_engine/__init__.py
new file mode 100644
index 00000000..e4655620
--- /dev/null
+++ b/embodichain/data/data_engine/__init__.py
@@ -0,0 +1,15 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
diff --git a/embodichain/data/data_engine/data_dict_extractor.py b/embodichain/data/data_engine/data_dict_extractor.py
new file mode 100644
index 00000000..d56a5a94
--- /dev/null
+++ b/embodichain/data/data_engine/data_dict_extractor.py
@@ -0,0 +1,1135 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from embodichain.utils.logger import log_warning, log_error
+
+try:
+    import h5ffmpeg as hf
+
+    has_h5ffmpeg = True
+except Exception as e:
+    has_h5ffmpeg = False
+    log_warning("Fail to import h5ffmpeg.")
+
+import h5py
+import os
+import random
+import torch
+import numpy as np
+
+from functools import cached_property
+from typing import Dict, Any, List, Union, Optional
+from embodichain.data.enum import (
+    Modality,
+    PrivilegeType,
+    JointType,
+)
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim.sensors import StereoCamera
+from embodichain.lab.gym.envs import BaseEnv, EmbodiedEnv
+from embodichain.lab.gym.utils.gym_utils import map_qpos_to_eef_pose
+from embodichain.utils.utility import get_right_name
+from embodichain.lab.gym.utils.misc import _data_key_to_control_part
+from embodichain.utils import logger
+from embodichain.data.data_engine.unified_state import (
+    StateUnifier,
+)
+from embodichain.data.enum import (
+    SUPPORTED_PROPRIO_TYPES,
+    SUPPORTED_ACTION_TYPES,
+    SUPPORTED_EXTRA_VISION_TYPES,
+)
+from tqdm import tqdm
+from copy import deepcopy
+
+SCALE_FACTOR = 4e3  # Scale factor for depth data
+FAR_CLIP = 4.0  # m
+
+DATA_FORMATS = {
+    "observations": {
+        Modality.IMAGES.value: {},
+        Modality.GEOMAP.value: {},
+        PrivilegeType.MASK.value: {},
+        PrivilegeType.EXTEROCEPTION.value: {},
+        Modality.STATES.value: {},
+    },
+    Modality.ACTIONS.value: {},
+}
+
+
+class CompressedVideoHDF5:
+    def __init__(self, save_path: str, chunks: int = 20) -> None:
+        """
+        Initializes the data dictionary extractor with the specified save path and number of chunks.
+        Attempts to configure video encoding settings based on the detected GPU model using the h5ffmpeg library.
+        Supported GPUs include NVIDIA A800 and NVIDIA GeForce RTX 3060, with specific encoding configurations for each.
+        If the GPU is unsupported or an error occurs during initialization, a warning is logged and default configuration is used.
+
+        Args:
+            save_path (str): Path where extracted data will be saved.
+            chunks (int, optional): Number of chunks to split the data into. Defaults to 20.
+
+        Raises:
+            ValueError: If the detected GPU is not supported.
+        """
+        self.save_path = save_path
+        self.chunks = chunks
+
+        try:
+            import h5ffmpeg as hf
+            import torch
+
+            name = torch.cuda.get_device_name()
+
+            if "A800" in name or name == "NVIDIA A800-SXM4-80GB":
+                self.conf = {
+                    Modality.GEOMAP.value: hf.x264(
+                        preset="veryfast", tune="fastdecode"
+                    ),
+                    Modality.IMAGES.value: hf.x264(
+                        preset="veryfast", tune="fastdecode"
+                    ),
+                    PrivilegeType.MASK.value: hf.x264(
+                        preset="veryslow", tune="ssim", crf=0
+                    ),
+                }
+            elif "3060" in name or name == "NVIDIA GeForce RTX 3060":
+                self.conf = {
+                    Modality.GEOMAP.value: hf.h264_nvenc(),
+                    Modality.IMAGES.value: hf.h264_nvenc(),
+                    PrivilegeType.MASK.value: hf.h264_nvenc(),
+                }
+            elif "3090" in name or name == "NVIDIA GeForce RTX 3090":
+                self.conf = {
+                    Modality.GEOMAP.value: hf.x264(
+                        preset="veryfast", tune="fastdecode"
+                    ),
+                    Modality.IMAGES.value: hf.x264(
+                        preset="veryfast", tune="fastdecode"
+                    ),
+                    PrivilegeType.MASK.value: hf.x264(
+                        preset="veryslow", tune="ssim", crf=0
+                    ),
+                }
+            elif "4090" in name or name == "NVIDIA GeForce RTX 4090":
+                self.conf = {
+                    Modality.GEOMAP.value: hf.x264(
+                        preset="veryfast", tune="fastdecode"
+                    ),
+                    Modality.IMAGES.value: hf.x264(
+                        preset="veryfast", tune="fastdecode"
+                    ),
+                    PrivilegeType.MASK.value: hf.x264(
+                        preset="veryslow", tune="ssim", crf=0
+                    ),
+                }
+            else:
+                raise ValueError("Unsupported GPU: {}".format(name))
+
+        except Exception as e:
+            log_warning(
+                "{}. Please make sure h5ffmpeg is successfully installed.".format(e)
+            )
+            self.conf = {}
+
+    @staticmethod
+    def is_compressed_hdf5(data: Dict) -> bool:
+        images_group = data.get("observations", {}).get(Modality.IMAGES.value, {})
+        has_compressed_keys = any(
+            (isinstance(k, str) and ("index" in k or "start" in k))
+            for k in images_group.keys()
+        )
+        return has_compressed_keys
+
+    @staticmethod
+    def get_chunk_name(name: str, id: Union[int, str]) -> str:
+        """
+        Generates a chunk name by concatenating the given name with the provided id, separated by an underscore.
+        Args:
+            name (str): The base name for the chunk.
+            id (Union[int, str]): The identifier to append to the name.
+        Returns:
+            str: The resulting chunk name in the format 'name_id'.
+        """
+
+        return name + "_{}".format(id)
+
+    @staticmethod
+    def video_save(
+        f,
+        chunks: int,
+        data: Dict[str, np.ndarray],
+        key: str,
+        dtype=np.uint8,
+        conf: Dict = None,
+    ):
+        """
+        Saves video data from multiple cameras into an HDF5 file, splitting the data into chunks for efficient storage.
+        Args:
+            f: An open HDF5 file handle where the video data will be saved.
+            data (Dict[str, np.ndarray]): Dictionary mapping camera names to their corresponding video data arrays.
+            key (str): Key under "observations" group in the HDF5 file to store the video data.
+            dtype (type, optional): Data type to convert the video frames to before saving (default: np.uint8).
+            conf (Dict, optional): Additional configuration parameters for HDF5 dataset creation.
+        Notes:
+            - Video data for each camera is processed and split into the specified number of chunks.
+            - Index and start datasets are created for each camera to map frame indices to chunk IDs and chunk start indices.
+            - Uses CompressedVideoHDF5 utility functions for data formatting and conversion.
+            - Progress is displayed using tqdm for each chunk being saved.
+        """
+        import h5ffmpeg as hf
+
+        f_images = f["observations"].create_group(key)
+
+        for cam_name in data.keys():
+            data_ = data[cam_name]
+            if len(data_) != 0:
+                data_ = CompressedVideoHDF5.to_bhw(data_)
+
+                if dtype == np.uint16:
+                    data_ = CompressedVideoHDF5.uint16_depth(data_)
+                else:
+                    data_ = data_.astype(dtype)
+
+                data_chunks = np.array_split(data_, chunks, axis=0)
+                data_chunk_ids = np.arange(data_.shape[0])
+                data_chunk_ids_ = np.array_split(data_chunk_ids, chunks)
+                idtochunkid = np.zeros((data_.shape[0]))
+                chunkid2startid = np.zeros((chunks,))
+                for chunkid, temp in enumerate(data_chunk_ids_):
+                    chunkid2startid[chunkid] = min(temp)
+                    for tempi in temp:
+                        idtochunkid[tempi] = chunkid
+                _ = f_images.create_dataset(
+                    CompressedVideoHDF5.get_chunk_name(cam_name, "index"),
+                    data=idtochunkid,
+                )
+                _ = f_images.create_dataset(
+                    CompressedVideoHDF5.get_chunk_name(cam_name, "start"),
+                    data=chunkid2startid,
+                )
+
+                for t, data_chunk in enumerate(tqdm(data_chunks)):
+                    _ = f_images.create_dataset(
+                        "{}/{}".format(cam_name, t),
+                        data=data_chunk,
+                        chunks=data_chunk.shape,
+                        **conf,
+                    )
+
+    @staticmethod
+    def uint16_depth(
+        data: np.ndarray, scale_factor: float = SCALE_FACTOR, far_clip: float = FAR_CLIP
+    ) -> np.ndarray:
+        """
+        Converts a depth data array to a uint16 format after applying scaling and clipping.
+        Args:
+            data (np.ndarray): The input depth data as a NumPy array.
+            scale_factor (float, optional): The factor by which to scale the depth data.
+                Defaults to SCALE_FACTOR.
+            far_clip (float, optional): The maximum depth value (far clipping plane)
+                before scaling. Defaults to FAR_CLIP.
+        Returns:
+            np.ndarray: The scaled and clipped depth data as a NumPy array of type uint16.
+        """
+        return (np.clip(data * scale_factor, 0, far_clip * scale_factor)).astype(
+            np.uint16
+        )
+
+    @staticmethod
+    def float32_depth(
+        data: np.ndarray, scale_factor: float = SCALE_FACTOR, far_clip: float = FAR_CLIP
+    ) -> np.ndarray:
+        """
+        Converts depth data to float32 and scales it by the given scale factor.
+        Args:
+            data (np.ndarray): The input depth data array.
+            scale_factor (float, optional): The factor by which to scale the depth values. Defaults to SCALE_FACTOR.
+            far_clip (float, optional): The far clipping distance (unused in this function). Defaults to FAR_CLIP.
+        Returns:
+            np.ndarray: The scaled depth data as a float32 numpy array.
+        """
+
+        return data.astype(np.float32) / scale_factor
+
+    @staticmethod
+    def to_bhw(data: np.ndarray) -> np.ndarray:
+        """
+        Reshapes a 4D numpy array from (vdepth, height, width, channels) to (vdepth, height, width * channels).
+        If the input is already a 3D array, returns it unchanged.
+        Args:
+            data (np.ndarray): Input array of shape (vdepth, height, width, channels) or (vdepth, height, width).
+        Returns:
+            np.ndarray: Reshaped array of shape (vdepth, height, width * channels) or the original array if 3D.
+        Raises:
+            Logs an error if the input array does not have 3 or 4 dimensions.
+        """
+
+        if len(data.shape) == 4:
+            vdepth, h, w, channels = (
+                data.shape[0],
+                data.shape[1],
+                data.shape[2],
+                data.shape[3],
+            )
+            return data.reshape(vdepth, h, w * channels)
+        elif len(data.shape) == 3:
+            return data
+        else:
+            log_error("Unsupported data shape: {}".format(data.shape))
+
+    @staticmethod
+    def to_bhwc(data: np.ndarray):
+        """
+        Converts a numpy array to BHWC (Batch, Height, Width, Channels) format.
+        If the input array has 3 dimensions, it reshapes the array to have a channel dimension of size 3.
+        If the input array already has 4 dimensions, it returns the array unchanged.
+        Otherwise, logs an error for unsupported shapes.
+        Args:
+            data (np.ndarray): Input numpy array to be converted.
+        Returns:
+            np.ndarray: Array in BHWC format.
+        Raises:
+            Logs an error if the input array shape is not supported.
+        """
+
+        if len(data.shape) == 3:
+            vdepth, h, w = data.shape
+            return data.reshape(vdepth, h, -1, 3)
+        elif len(data.shape) == 4:
+            return data
+        else:
+            log_error("Unsupported data shape: {}".format(data.shape))
+
+    def dump(
+        self,
+        ret: Dict,
+        video_names: List[str] = [
+            Modality.IMAGES.value,
+            PrivilegeType.MASK.value,
+            Modality.GEOMAP.value,
+        ],
+        dtypes: List = [np.uint8, np.uint8, np.uint16],
+    ):
+        """
+        Dumps the provided data into an HDF5 file, saving specific video data with
+        compression and specified data types.
+        Args:
+            ret (Dict): The data dictionary containing observations and other metadata.
+            video_names (List[str], optional): A list of video names to extract from
+                the observations. Defaults to [Modality.IMAGES.value, PrivilegeType.MASK.value, Modality.GEOMAP.value].
+            dtypes (List, optional): A list of data types corresponding to each video
+                name. Defaults to [np.uint8, np.uint8, np.uint16].
+        Raises:
+            AssertionError: If the lengths of `video_names` and `dtypes` are not equal.
+            RuntimeError: If the configuration (`self.conf`) is empty, indicating that
+                `h5ffmpeg` is not installed or configured properly.
+        Notes:
+            - The method modifies the `ret` dictionary by temporarily removing the
+              specified video data during the HDF5 file creation process and then
+              restoring it afterward.
+            - The `hdfdict.dump` function is used to save the remaining data in the
+              dictionary, while the `CompressedVideoHDF5.video_save` function handles
+              the saving of video data with compression.
+        """
+
+        assert len(video_names) == len(
+            dtypes
+        ), "Inequal length of video names {} and dtypes {}.".format(video_names, dtypes)
+        import hdfdict
+
+        if self.conf == {}:
+            raise RuntimeError(
+                "Please make sure h5ffmpeg is successfully installed before using `dump`."
+            )
+
+        pop_ret = {}
+        for video_name, dtype in zip(video_names, dtypes):
+            video_data = ret["observations"].pop(video_name)
+            pop_ret[video_name] = video_data
+
+        # Open the file once and pass the open file object to hdfdict.dump so
+        # h5py doesn't try to truncate the same path while it is already open.
+        with h5py.File(self.save_path, "w") as f:
+            hdfdict.dump(ret, f)
+            for video_name, dtype in zip(video_names, dtypes):
+                CompressedVideoHDF5.video_save(
+                    f,
+                    self.chunks,
+                    pop_ret[video_name],
+                    video_name,
+                    dtype=dtype,
+                    conf=self.conf[video_name],
+                )
+
+        ret["observations"].update(pop_ret)
+
+    @staticmethod
+    def decode_resources(
+        f: Dict,
+        ret: Dict,
+        name: str,
+        slice_id: int,
+        condition: callable,
+        function: callable,
+        padding: bool = True,
+        chunk_id: int = None,
+    ):
+        """
+        Decodes and processes resources from a hierarchical data structure, applying
+        a condition and transformation function to the data, and optionally adding
+        zero-padding.
+        Args:
+            f (Dict): The input data dictionary containing observations and metadata.
+            ret (Dict): The output data dictionary where processed data will be stored.
+            name (str): The key name under "observations" to access specific data.
+            slice_id (int): The slice index used to retrieve the corresponding chunk ID.
+            condition (callable): A function that takes the data as input and returns
+                a boolean indicating whether the transformation function should be applied.
+            function (callable): A function to transform the data if the condition is met.
+            padding (bool, optional): Whether to add zero-padding to the data. Defaults to True.
+            chunk_id (int, optional): The chunk ID to use instead of deriving it from the slice ID.
+                Defaults to None.
+        Returns:
+            None: The function modifies the `ret` dictionary in place.
+        """
+
+        import time
+
+        images = f["observations"][name]
+
+        for cam_name in images.keys():
+            if "index" in cam_name:
+                continue
+            if "start" in cam_name:
+                continue
+
+            start_time = time.time()
+            sliceid2chunkid = images[
+                CompressedVideoHDF5.get_chunk_name(cam_name, "index")
+            ][:]
+            chunkid = int(sliceid2chunkid[slice_id]) if chunk_id is None else chunk_id
+            data_ = images[cam_name][str(chunkid)][:]
+            # log_warning("".format(time.time() - start_time)
+            if condition(data_):
+                data_ = function(data_)
+
+            if padding:
+                chunkid2startid = images[
+                    CompressedVideoHDF5.get_chunk_name(cam_name, "start")
+                ][:]
+                start_idx = chunkid2startid[chunkid]
+                zero_padding = np.zeros_like(data_)[0:1]
+                zero_padding = np.repeat(zero_padding, repeats=start_idx, axis=0)
+                ret["observations"][name][cam_name] = np.concatenate(
+                    [zero_padding, data_], 0
+                )
+            else:
+                if ret["observations"][name][cam_name] is None:
+                    ret["observations"][name][cam_name] = data_
+                else:
+                    ret["observations"][name][cam_name] = np.concatenate(
+                        [ret["observations"][name][cam_name], data_], 0
+                    )
+
+    def safe_filter(self, f: Dict, slice_id: int = None) -> Dict:
+        """
+        Filters and processes the input data dictionary based on the configuration
+        and specified slice ID.
+        Args:
+            f (Dict): The input data dictionary containing observations, including
+                images, masks, and geomap.
+            slice_id (int, optional): The specific slice ID to process. If None,
+                processes all chunks. Defaults to None.
+        Returns:
+            Dict: The filtered and processed data dictionary with updated
+            observations for images, masks, and geomap.
+        Notes:
+            - The method filters out camera names containing "index" or "start".
+            - It initializes the return dictionary with None values for images,
+              masks, and geomap for the filtered camera names.
+            - Depending on the `slice_id`, it either processes all chunks or a
+              specific slice using the `CompressedVideoHDF5.decode_resources`
+              method.
+            - The processed observations are updated in the input dictionary `f`.
+        """
+
+        if self.conf is {}:
+            return f
+
+        cam_names = []
+        for cam_name in f["observations"][Modality.IMAGES.value].keys():
+            if "index" in cam_name:
+                continue
+            if "start" in cam_name:
+                continue
+            cam_names.append(cam_name)
+
+        # Only build return structure for actually present modalities, avoid errors when real data lacks mask/geomap
+        present_modalities = []
+        if Modality.IMAGES.value in f["observations"]:
+            present_modalities.append(Modality.IMAGES.value)
+        if PrivilegeType.MASK.value in f["observations"]:
+            present_modalities.append(PrivilegeType.MASK.value)
+        if Modality.GEOMAP.value in f["observations"]:
+            present_modalities.append(Modality.GEOMAP.value)
+
+        ret = {"observations": {}}
+        for modality_key in present_modalities:
+            ret["observations"][modality_key] = {
+                cam_name: None for cam_name in cam_names
+            }
+
+        if slice_id == None:
+            # For all chunks
+            for chunk_id_ in range(self.chunks):
+                if Modality.IMAGES.value in present_modalities:
+                    CompressedVideoHDF5.decode_resources(
+                        f,
+                        ret,
+                        Modality.IMAGES.value,
+                        None,
+                        lambda x: len(x.shape) == 3,
+                        self.to_bhwc,
+                        chunk_id=chunk_id_,
+                        padding=False,
+                    )
+                if PrivilegeType.MASK.value in present_modalities:
+                    CompressedVideoHDF5.decode_resources(
+                        f,
+                        ret,
+                        PrivilegeType.MASK.value,
+                        None,
+                        lambda x: len(x.shape) == 3,
+                        self.to_bhwc,
+                        chunk_id=chunk_id_,
+                        padding=False,
+                    )
+                if Modality.GEOMAP.value in present_modalities:
+                    CompressedVideoHDF5.decode_resources(
+                        f,
+                        ret,
+                        Modality.GEOMAP.value,
+                        None,
+                        lambda x: x.dtype == np.uint16 and len(x) != 0,
+                        self.float32_depth,
+                        chunk_id=chunk_id_,
+                        padding=False,
+                    )
+
+        else:
+            if Modality.IMAGES.value in present_modalities:
+                CompressedVideoHDF5.decode_resources(
+                    f,
+                    ret,
+                    Modality.IMAGES.value,
+                    slice_id,
+                    lambda x: len(x.shape) == 3,
+                    self.to_bhwc,
+                )
+            if PrivilegeType.MASK.value in present_modalities:
+                CompressedVideoHDF5.decode_resources(
+                    f,
+                    ret,
+                    PrivilegeType.MASK.value,
+                    slice_id,
+                    lambda x: len(x.shape) == 3,
+                    self.to_bhwc,
+                )
+            if Modality.GEOMAP.value in present_modalities:
+                CompressedVideoHDF5.decode_resources(
+                    f,
+                    ret,
+                    Modality.GEOMAP.value,
+                    slice_id,
+                    lambda x: x.dtype == np.uint16 and len(x) != 0,
+                    self.float32_depth,
+                )
+        if Modality.IMAGES.value in present_modalities:
+            f["observations"][Modality.IMAGES.value] = ret["observations"][
+                Modality.IMAGES.value
+            ]
+        if PrivilegeType.MASK.value in present_modalities:
+            f["observations"][PrivilegeType.MASK.value] = ret["observations"][
+                PrivilegeType.MASK.value
+            ]
+        if Modality.GEOMAP.value in present_modalities:
+            f["observations"][Modality.GEOMAP.value] = ret["observations"][
+                Modality.GEOMAP.value
+            ]
+
+        return f
+
+
+class ActStateStatistic:
+    def __init__(self, data_dict: Dict, min_len_steps: int) -> None:
+        self.data_dict = data_dict
+        self.min_len_steps = min_len_steps
+
+    def prepare_state_and_action(
+        self,
+    ):
+        proprio = self.data_dict["observations"][Modality.STATES.value][:]
+        num_steps = proprio.shape[0]
+        # [Optional] We drop too-short episode
+        if num_steps < self.min_len_steps:
+            return False, None
+        # [Optional] We skip the first few still steps
+        EPS = 1e-2
+        # Get the idx of the first qpos whose delta exceeds the threshold
+        proprio_delta = np.abs(proprio - proprio[0:1])
+        indices = np.where(np.any(proprio_delta > EPS, axis=1))[0]
+        if len(indices) > 0:
+            first_idx = indices[0]
+        else:
+            raise ValueError("Found no qpos that exceeds the threshold.")
+        target_actions = self.data_dict[Modality.ACTIONS.value][:]
+        # Parse the state and action
+        state = proprio[first_idx - 1 :]
+        action = target_actions[first_idx - 1 :]
+        # Return the resulting sample
+
+        return True, {Modality.STATES.value: state, Modality.ACTIONS.value: action}
+
+    def statistic(
+        self,
+    ) -> Dict:
+        EPS = 1e-8
+        episode_cnt = 0
+        state_sum = 0
+        state_sum_sq = 0
+        z_state_sum = 0
+        z_state_sum_sq = 0
+        state_cnt = 0
+        nz_state_cnt = None
+        state_max = None
+        state_min = None
+        _, episode = self.prepare_state_and_action()
+        episode_cnt += 1
+
+        states = episode[Modality.STATES.value]
+
+        # Zero the values that are close to zero
+        z_states = states.copy()
+        z_states[np.abs(states) <= EPS] = 0
+        # Compute the non-zero count
+        if nz_state_cnt is None:
+            nz_state_cnt = np.zeros(states.shape[1])
+        nz_state_cnt += np.sum(np.abs(states) > EPS, axis=0)
+
+        # Update statistics
+        state_sum += np.sum(states, axis=0)
+        state_sum_sq += np.sum(states**2, axis=0)
+        z_state_sum += np.sum(z_states, axis=0)
+        z_state_sum_sq += np.sum(z_states**2, axis=0)
+        state_cnt += states.shape[0]
+        if state_max is None:
+            state_max = np.max(states, axis=0)
+            state_min = np.min(states, axis=0)
+        else:
+            state_max = np.maximum(state_max, np.max(states, axis=0))
+            state_min = np.minimum(state_min, np.min(states, axis=0))
+
+        # Add one to avoid division by zero
+        nz_state_cnt = np.maximum(nz_state_cnt, np.ones_like(nz_state_cnt))
+
+        result = {
+            "state_mean": (state_sum / state_cnt).tolist(),
+            "state_std": np.sqrt(
+                np.maximum(
+                    (z_state_sum_sq / nz_state_cnt)
+                    - (z_state_sum / state_cnt) ** 2 * (state_cnt / nz_state_cnt),
+                    np.zeros_like(state_sum_sq),
+                )
+            ).tolist(),
+            "state_min": state_min.tolist(),
+            "state_max": state_max.tolist(),
+        }
+
+        return result
+
+
+class DataDictExtractor:
+    def __init__(
+        self,
+        env: Union[BaseEnv, EmbodiedEnv],
+        save_path: str = None,
+        compression_opts: int = 9,
+    ):
+        self.env = env
+        self.save_path = save_path
+        self.data = {}
+
+        # save all supported proprio and action types.
+        robot_meta_config = deepcopy(self.env.metadata["dataset"]["robot_meta"])
+        robot_meta_config["observation"][
+            Modality.STATES.value
+        ] = SUPPORTED_PROPRIO_TYPES
+        robot_meta_config[Modality.ACTIONS.value] = SUPPORTED_ACTION_TYPES
+
+        self.state_unifier = StateUnifier(robot_meta=robot_meta_config)
+        self.compression_opts = compression_opts
+
+    @cached_property
+    def robot_control_parts(self) -> List[str]:
+        """Get the robot's control parts.
+
+        Note:
+            If control_parts is specified in the robot metadata, return those parts.
+            Otherwise, return all control parts.
+
+        Returns:
+            List[str]: The robot's control parts.
+        """
+        robot_meta_config = self.env.metadata["dataset"]["robot_meta"]
+        control_parts = robot_meta_config.get("control_parts", None)
+        if control_parts is None:
+            return []
+        else:
+            return control_parts
+
+    def _get_arm_control_parts(self) -> List[str]:
+        control_parts = self.robot_control_parts
+        arm_control_parts = []
+        for part in control_parts:
+            if "arm" in part:
+                arm_control_parts.append(part)
+        return arm_control_parts
+
+    def _has_exteroception(self) -> bool:
+        robot_meta_config = self.env.metadata["dataset"]["robot_meta"]
+        return PrivilegeType.EXTEROCEPTION.value in robot_meta_config["observation"]
+
+    def extract(
+        self,
+        obs_list: List[Dict[str, Any]],
+        action_list: List[Dict[str, Any]],
+        data_dict: Dict = DATA_FORMATS,
+        save: bool = True,
+    ):
+        if save:
+            assert (
+                self.save_path is not None
+            ), "Please provide a save path for the dataset."
+        data_dict = deepcopy(data_dict)
+
+        self._init_data(data_dict)
+
+        ret = {}
+        robot_meta_config = self.env.metadata["dataset"]["robot_meta"]
+
+        for i, (obs, action) in enumerate(zip(obs_list, action_list)):
+            self._extract_vision_obs(obs, data_dict)
+            self._extract_proprioception(obs, data_dict)
+            self._extract_action(action, data_dict)
+
+        action = self._collate_action(data_dict)
+        proprio = self._collate_proprio(data_dict)
+        robot_meta = self._collate_metainfo()
+
+        extra_vision_config = robot_meta_config["observation"]["vision"]
+        obs = {"observations": {}}
+        images = self.collate_sub_anns(
+            data_dict, extra_vision_config, Modality.IMAGES.value
+        )
+        obs["observations"].update(proprio)
+        obs["observations"].update(images)
+
+        extra_vision_names = list(
+            set([name for list in extra_vision_config.values() for name in list])
+        )
+        for extra_vision_name in extra_vision_names:
+            extra_vision_obs = self.collate_sub_anns(
+                data_dict, extra_vision_config, extra_vision_name
+            )
+            obs["observations"].update(extra_vision_obs)
+
+        ret.update(robot_meta)
+        ret.update(obs)
+        ret.update(action)
+
+        statistics = ActStateStatistic(
+            ret, self.env.metadata["dataset"]["robot_meta"]["min_len_steps"]
+        ).statistic()
+        ret.update(statistics)
+
+        if save:
+            if has_h5ffmpeg:
+                cvhdf5 = CompressedVideoHDF5(self.save_path)
+                all_video_names = [Modality.IMAGES.value] + [
+                    name
+                    for name in extra_vision_names
+                    if name != PrivilegeType.EXTEROCEPTION.value
+                ]
+                all_dtypes = [
+                    np.uint16 if name == Modality.GEOMAP.value else np.uint8
+                    for name in all_video_names
+                ]
+                cvhdf5.dump(ret, video_names=all_video_names, dtypes=all_dtypes)
+            else:
+                logger.log_info(
+                    "h5ffmpeg is not installed, saving dataset without compression."
+                )
+                import hdfdict
+
+                # Open the file once and pass the file object to hdfdict.dump to
+                # avoid opening/truncating the same file path twice which causes
+                # "unable to truncate a file which is already open" errors on
+                # some platforms and HDF5 builds.
+                with h5py.File(self.save_path, "w") as f:
+                    hdfdict.dump(ret, f)
+
+        return ret
+
+    def _init_data(self, data_dict: Dict):
+        robot_meta_config = self.env.metadata["dataset"]["robot_meta"]
+        extra_vision_config = robot_meta_config["observation"]["vision"]
+
+        for proprio_name in SUPPORTED_PROPRIO_TYPES:
+            data_dict["observations"][Modality.STATES.value][proprio_name] = []
+        for action_name in SUPPORTED_ACTION_TYPES:
+            data_dict[Modality.ACTIONS.value][action_name] = []
+
+        for camera_name, extra_vision_list in extra_vision_config.items():
+            is_stereo = isinstance(self.env.get_sensor(camera_name), StereoCamera)
+
+            data_dict["observations"][Modality.IMAGES.value][camera_name] = []
+            if is_stereo:
+                data_dict["observations"][Modality.IMAGES.value][
+                    get_right_name(camera_name)
+                ] = []
+
+            for extra_vision_name in extra_vision_list:
+                if extra_vision_name in SUPPORTED_EXTRA_VISION_TYPES:
+                    data_dict["observations"][extra_vision_name][camera_name] = []
+                else:
+                    log_error(
+                        f"Extra vision observation name {extra_vision_name} is not in SUPPORTED_EXTRA_VISION_TYPES {SUPPORTED_EXTRA_VISION_TYPES}, please check again."
+                    )
+                if is_stereo:
+                    data_dict["observations"][extra_vision_name][
+                        get_right_name(camera_name)
+                    ] = []
+
+    def _extract_vision_obs(self, obs: Dict[str, Any], data_dict: Dict):
+        robot_meta_config = self.env.metadata["dataset"]["robot_meta"]
+        extra_vision_config = robot_meta_config["observation"]["vision"]
+
+        for camera_name, extra_vision_list in extra_vision_config.items():
+            if camera_name in obs["sensor"]:
+                is_stereo = isinstance(self.env.get_sensor(camera_name), StereoCamera)
+
+                data_dict["observations"][Modality.IMAGES.value][camera_name].append(
+                    obs["sensor"][camera_name]["color"]
+                    .squeeze(0)[:, :, :3]
+                    .cpu()
+                    .numpy()
+                )
+                if is_stereo:
+                    # save rgb right
+                    data_dict["observations"][Modality.IMAGES.value][
+                        get_right_name(camera_name)
+                    ].append(
+                        obs["sensor"][camera_name]["color_right"]
+                        .squeeze_(0)[:, :, :3]
+                        .cpu()
+                        .numpy()
+                    )
+
+                for extra_vision_name in extra_vision_list:
+                    if extra_vision_name in SUPPORTED_EXTRA_VISION_TYPES:
+                        if extra_vision_name == PrivilegeType.EXTEROCEPTION.value:
+                            if is_stereo:
+                                data_dict["observations"][extra_vision_name][
+                                    camera_name
+                                ].append(
+                                    obs[extra_vision_name][camera_name]["l"]
+                                    .cpu()
+                                    .numpy()
+                                )
+                                data_dict["observations"][extra_vision_name][
+                                    get_right_name(camera_name)
+                                ].append(
+                                    obs[extra_vision_name][camera_name]["r"]
+                                    .cpu()
+                                    .numpy()
+                                )
+                            elif camera_name in obs.get(extra_vision_name, {}):
+                                data_dict["observations"][extra_vision_name][
+                                    camera_name
+                                ].append(
+                                    obs[extra_vision_name][camera_name].cpu().numpy()
+                                )
+                        elif extra_vision_name == PrivilegeType.MASK.value:
+                            # save semantic mask for monocular cameras
+                            data_dict["observations"][extra_vision_name][
+                                camera_name
+                            ].append(
+                                obs["sensor"][camera_name]["semantic_mask_l"]
+                                .squeeze_(0)
+                                .numpy()
+                                .astype(np.uint8)
+                            )
+                            if is_stereo:
+                                data_dict["observations"][extra_vision_name][
+                                    get_right_name(camera_name)
+                                ].append(
+                                    obs["sensor"][camera_name]["semantic_mask_r"]
+                                    .squeeze_(0)
+                                    .numpy()
+                                    .astype(np.uint8)
+                                )
+                        elif extra_vision_name == Modality.GEOMAP.value:
+                            if not is_stereo:
+                                log_error(
+                                    f"Camera {camera_name} is not stereo, while '{extra_vision_name}' is in gym_config.dataset.robot_meta.vision, please check again."
+                                )
+                            if "depth" in obs["sensor"][camera_name]:
+                                data_dict["observations"][extra_vision_name][
+                                    camera_name
+                                ].append(
+                                    obs["sensor"][camera_name]["depth"]
+                                    .squeeze_()
+                                    .numpy()
+                                )
+                            else:
+                                log_error(
+                                    f"obs['sensor'][{camera_name}] has no key named 'depth' while it's required in gym_config.dataset.robot_meta.vision, please check again."
+                                )
+                    else:
+                        log_error(
+                            f"Extra vision observation name {extra_vision_name} is not in SUPPORTED_EXTRA_VISION_TYPES {SUPPORTED_EXTRA_VISION_TYPES}, please check again."
+                        )
+            else:
+                logger.log_error(
+                    f"Camera {camera_name} not found in observations, please check your sensor configuration in gym_config.json"
+                )
+
+    def _extract_action(
+        self,
+        action: torch.Tensor,
+        data_dict: Dict,
+    ):
+        robot: Robot = self.env.robot
+
+        for key in data_dict[Modality.ACTIONS.value].keys():
+            part = _data_key_to_control_part(
+                robot=robot,
+                control_parts=self.env.metadata["dataset"]["robot_meta"].get(
+                    "control_parts", []
+                ),
+                data_key=key,
+            )
+            if part is None:
+                continue
+            indices = robot.get_joint_ids(part, remove_mimic=True)
+            data_dict[Modality.ACTIONS.value][key].append(
+                action[0, indices].cpu().numpy()
+                if isinstance(action, torch.Tensor)
+                else action[0, indices]
+            )
+
+        eef_pose_dict = map_qpos_to_eef_pose(
+            robot, action, control_parts=self._get_arm_control_parts()
+        )
+        for key, val in eef_pose_dict.items():
+            data_dict[Modality.ACTIONS.value][key].append(
+                val.squeeze_(0).cpu().numpy()
+                if isinstance(val, torch.Tensor)
+                else val.squeeze_(0)
+            )
+
+    def _extract_proprioception(
+        self,
+        obs: Dict[str, Any],
+        data_dict: Dict,
+    ):
+        robot: Robot = self.env.robot
+
+        qpos = obs["robot"][JointType.QPOS.value]
+        for key in data_dict["observations"][Modality.STATES.value].keys():
+            part = _data_key_to_control_part(
+                robot=robot,
+                control_parts=self.env.metadata["dataset"]["robot_meta"].get(
+                    "control_parts", []
+                ),
+                data_key=key,
+            )
+            if part is None:
+                continue
+            indices = robot.get_joint_ids(part, remove_mimic=True)
+            data_dict["observations"][Modality.STATES.value][key].append(
+                qpos[0][indices].cpu().numpy()
+            )
+
+        eef_pose_dict = map_qpos_to_eef_pose(
+            robot, qpos, control_parts=self._get_arm_control_parts()
+        )
+        for key, val in eef_pose_dict.items():
+            data_dict["observations"][Modality.STATES.value][key].append(
+                val.squeeze_(0).cpu().numpy()
+            )
+
+    def _collate_proprio(self, data_dict: Dict) -> Dict:
+        proprio_dict = {}
+        for proprio_name in self.state_unifier.proprio_meta:
+            proprio = np.array(
+                data_dict["observations"][Modality.STATES.value][proprio_name]
+            )
+            proprio_dict[proprio_name] = proprio
+        proprios = self.state_unifier.fill_in_state(proprio_dict)
+        return {Modality.STATES.value: proprios}
+
+    def _collate_metainfo(
+        self,
+    ) -> Dict:
+        meta_info = {
+            "arm_dofs": self.env.metadata["dataset"]["robot_meta"].get("arm_dofs", 12),
+            "observation": self.env.metadata["dataset"]["robot_meta"].get(
+                "observation", {}
+            ),
+            "min_len_steps": self.env.metadata["dataset"]["robot_meta"].get(
+                "min_len_steps", 125
+            ),
+        }
+        return {
+            "robot_meta": meta_info,
+            "instruction": {
+                "lang": self.env.metadata["dataset"]["instruction"].get("lang", "")
+            },
+        }
+
+    def _collate_action(self, data_dict: Dict) -> Dict:
+        action_data_dict = data_dict[Modality.ACTIONS.value]
+        for k, v in action_data_dict.items():
+            action_data_dict[k] = np.array(v)
+
+        action_dict = {}
+        action_dict.update(action_data_dict)
+        action = self.state_unifier.fill_in_action(action_dict)
+        return {Modality.ACTIONS.value: action}
+
+    @staticmethod
+    def collate_sub_anns(
+        data_dict: Dict,
+        extra_vision_config: Dict,
+        key: str = Modality.IMAGES.value,
+    ) -> Dict:
+        ret = {key: {}}
+        for camera_name in extra_vision_config:
+            images_list = data_dict["observations"][key].pop(camera_name, None)
+            if images_list is None:
+                continue
+            if len(images_list) > 0:
+                ret[key][camera_name] = np.empty(
+                    (len(images_list),) + images_list[0].shape,
+                    dtype=images_list[0].dtype,
+                )
+                for idx, image in enumerate(images_list):
+                    ret[key][camera_name][idx] = image
+            else:
+                ret[key][camera_name] = np.array([])
+
+            del images_list
+            if get_right_name(camera_name) in data_dict["observations"][key]:
+                images_right_list = data_dict["observations"][key].pop(
+                    get_right_name(camera_name), None
+                )
+                if images_right_list is None:
+                    continue
+                if len(images_right_list) > 0:
+                    ret[key][get_right_name(camera_name)] = np.empty(
+                        (len(images_right_list),) + images_right_list[0].shape,
+                        dtype=images_right_list[0].dtype,
+                    )
+                    for idx, image in enumerate(images_right_list):
+                        ret[key][get_right_name(camera_name)][idx] = image
+                else:
+                    ret[key][get_right_name(camera_name)] = np.array([])
+                del images_right_list
+
+        return ret
+
+
+def fetch_imitation_dataset(
+    env: BaseEnv,
+    obs_list: List[Dict[str, Any]],
+    action_list: List[Dict[str, Any]],
+    id: str,
+    folder_name: str,
+) -> Dict:
+    """
+    Save imitation dataset for a single episode.
+
+    Args:
+        env (BaseEnv): Environment instance.
+        obs_list (List[Dict]): List of observation dicts.
+        action_list (List[Dict]): List of action dicts.
+        id (str): Unique identifier for the episode.
+        folder_name (str): Folder name for saving the dataset.
+
+    Returns:
+        dict: Contains data_path, id, current_episode, and extracted data.
+    """
+    # Get dataset save path
+    dataset_path = env.metadata["dataset"].get("save_path", None)
+    if dataset_path is None:
+        from embodichain.data import database_demo_dir
+
+        dataset_path = database_demo_dir
+
+    # Create folder if first episode
+    dataset_save_path = os.path.join(dataset_path, folder_name)
+    if env.curr_episode == 0 and id:
+        os.makedirs(dataset_save_path, exist_ok=True)
+
+    # Check robot dof validity
+    try:
+        robot: Robot = env.robot
+        assert (
+            env.metadata["dataset"]["robot_meta"]["arm_dofs"] <= robot.dof
+        ), f"Control dof {env.metadata['dataset']['robot_meta']['arm_dofs']} must be less than {robot.dof}."
+    except Exception as e:
+        logger.log_error(f"Robot DOF check failed: {e}")
+        return None
+
+    # Select data format
+    data_format = DATA_FORMATS
+
+    # Extract and save data
+    if id is None:
+        ret = DataDictExtractor(env).extract(
+            obs_list, action_list, save=False, data_dict=data_format
+        )
+        save_path = None
+    else:
+        save_path = os.path.join(dataset_save_path, id + ".hdf5")
+        logger.log_info(f"Save episode {env.curr_episode} to '{save_path}'")
+        ret = DataDictExtractor(env, save_path).extract(
+            obs_list, action_list, save=True, data_dict=data_format
+        )
+
+    # Update episode count
+    env.curr_episode += 1
+
+    # Return result dict
+    return {
+        "data_path": dataset_save_path,
+        "id": id,
+        "current_episode": env.curr_episode,
+        "data": ret,
+        "save_path": save_path,
+    }
diff --git a/embodichain/data/data_engine/datasets/vla_datasets.py b/embodichain/data/data_engine/datasets/vla_datasets.py
new file mode 100644
index 00000000..a3edb854
--- /dev/null
+++ b/embodichain/data/data_engine/datasets/vla_datasets.py
@@ -0,0 +1,521 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import fnmatch
+from embodichain.utils.logger import log_warning, log_info
+
+try:
+    import h5ffmpeg as hf
+except Exception as e:
+    log_warning("Fail to import h5ffmpeg.")
+import h5py
+import numpy as np
+from typing import Dict, Callable, List, Tuple
+from embodichain.utils.utility import get_right_name, pad_to_chunk, convert_bytes
+from embodichain.utils.logger import log_warning, log_info
+from embodichain.data.enum import Proprioception, Image, Exteroception, ModalInput
+from copy import deepcopy
+from typing import Dict
+from embodichain.data.enum import (
+    Modality,
+    PrivilegeType,
+    ActionMode,
+    JointType,
+    EefType,
+    CameraName,
+    TeleoperationData,
+)
+from embodichain.data.global_mapping import GlobalMapping
+from scipy.ndimage import gaussian_filter1d
+from embodichain.data.data_engine.unified_state import ActionIndicesGenerator
+
+
+class VLADataset:
+    """
+    This class is used to sample episodes from the embododiment dataset
+    stored in HDF5.
+    """
+
+    def __init__(
+        self,
+        data_path: str,
+        batch_size: int,
+        chunk_size: int,
+        state: List,
+        output: List,
+        img_history_size: int,
+        state_history_len: int,
+        precomp_lang_embed: bool = True,
+        online_config: Dict = None,
+        camera_used: List[str] = None,
+        indices_generator=None,
+    ) -> None:
+        # [Modify] The path to the HDF5 dataset directory
+        # Each HDF5 file contains one episode
+
+        self.precomp_lang_embed = precomp_lang_embed
+        self.batch_size = batch_size
+        self.chunk_size = chunk_size
+        self.state = state
+        self.output = output
+        self.img_history_size = img_history_size
+        self.state_history_len = state_history_len
+        self.online_config = online_config
+        self.camera_used = camera_used
+        self.indices_generator = indices_generator
+        if self.camera_used is not None:
+            for cam in CameraName:
+                if cam.value not in camera_used:
+                    log_warning(
+                        "{} does not exist in {}".format(cam.value, camera_used)
+                    )
+
+        if self.online_config is not None:
+            from embodichain.data.data_engine.online.engine import OnlineEngine
+
+            log_info("Init online vla dataset.", color="purple")
+            self.engine = OnlineEngine(**self.online_config)
+            self.DATASET_NAME = "online_whatever"
+        else:
+            log_info("Init offline vla dataset.", color="purple")
+            self.engine = None
+            self.data_path = data_path
+            assert os.path.exists(self.data_path), "{} does not exist.".format(
+                self.data_path
+            )
+            if os.path.isabs(self.data_path) is False:
+                self.data_path = os.path.join(os.getcwd(), self.data_path)
+            self.DATASET_NAME = os.path.basename(self.data_path)
+            self.file_paths = []
+            for root, _, files in os.walk(self.data_path):
+                for filename in fnmatch.filter(files, "*.hdf5"):
+                    file_path = os.path.join(root, filename)
+                    self.file_paths.append(file_path)
+            log_info(
+                f"Init dataset with size of: {len(self.file_paths)}", color="purple"
+            )
+
+    def update_data_size(self):
+        """Interface for update validation dataset size generated on the fly."""
+        self.file_paths = []
+        for root, _, files in os.walk(self.data_path):
+            for filename in fnmatch.filter(files, "*.hdf5"):
+                file_path = os.path.join(root, filename)
+                self.file_paths.append(file_path)
+        log_info(f"Update dataset with size of: {len(self.file_paths)}", color="purple")
+
+    def __len__(self):
+        return (
+            len(self.file_paths)
+            if self.online_config is None
+            else np.maximum(self.engine.episode_limit, self.batch_size)
+        )
+
+    def get_item(self, index: int = None, chunk_size: int = None):
+        """Get a training sample at a random timestep.
+
+        Args:
+            index (int, optional): the index of the episode.
+                If not provided, a random episode will be selected.
+            state_only (bool, optional): Whether to return only the state.
+                In this way, the sample will contain a complete trajectory rather
+                than a single timestep. Defaults to False.
+
+        Returns:
+           sample (dict): a dictionary containing the training sample.
+        """
+        chunk_size = self.chunk_size if chunk_size is None else chunk_size
+        while True:
+            if self.online_config is None:
+                # offline
+                if index is None:
+                    file_path = np.random.choice(self.file_paths)
+                else:
+                    file_path = self.file_paths[index]
+                valid, sample = self.parse_hdf5_file(file_path, chunk_size)
+            else:
+                data_dict = self.engine.sample_data()
+                valid, sample = self.parse_dict(data_dict, chunk_size)
+
+            if valid:
+                return sample
+            else:
+                if self.online_config is None:
+                    index = np.random.randint(0, len(self.file_paths))
+
+    @staticmethod
+    def parse_exteroception(
+        file: Dict,
+        step_id: int,
+        chunk_size: int,
+        camera_used: List[str] = [],
+    ) -> Exteroception:
+        exteroception = []
+        for cam in camera_used:
+            exteroception_full = file["observations"][
+                PrivilegeType.EXTEROCEPTION.value
+            ][cam]
+            exteroception.append(exteroception_full[step_id : step_id + chunk_size])
+
+        exteroception = np.concatenate(exteroception, 1)
+        _, cs, kn, _ = exteroception.shape
+        exteroception = pad_to_chunk(exteroception, chunk_size)
+        return Exteroception(
+            data=exteroception.reshape(chunk_size, cs, kn, 2).transpose(
+                1, 0, 2, 3
+            )  # cs, chunk_size, kn, 2
+        )
+
+    @staticmethod
+    # Parse the images
+    def parse_img(
+        file: Dict,
+        step_id: int,
+        first_idx: int,
+        cam: str,
+        chunk_size: int,
+        key: str = Modality.IMAGES.value,
+        camera_used: List[str] = [],
+        np_ops: Callable = lambda x: x,
+    ) -> Image:
+        valid_len = min(step_id - (first_idx - 1) + 1, chunk_size)
+        cam_mask = np.array([False] * (chunk_size - valid_len) + [True] * valid_len)
+        if cam in camera_used:
+            temp = file["observations"][key][cam][0]
+            imgs = np.zeros((valid_len,) + temp.shape, dtype=temp.dtype)
+            for t, i in enumerate(range(max(step_id - chunk_size + 1, 0), step_id + 1)):
+                img = file["observations"][key][cam][i]
+                imgs[t] = img
+            imgs = np_ops(imgs)
+            imgs = pad_to_chunk(imgs, chunk_size=chunk_size)
+            mask = cam_mask.copy()
+        else:
+            imgs = np.zeros((chunk_size, 0, 0, 0))
+            mask = np.zeros((chunk_size,), dtype=bool)
+        return Image(data=imgs, mask=mask, name=cam)
+
+    def parse_hdf5_file(self, file_path, chunk_size: int) -> Dict[str, ModalInput]:
+        import hdfdict
+        from embodichain.data.data_engine.data_dict_extractor import (
+            CompressedVideoHDF5,
+        )
+
+        with h5py.File(file_path, "r") as f:
+            data = hdfdict.load(f)
+            keyname = (
+                JointType.QPOS.value
+                if VLADataset.is_real_datasets(data)
+                else Modality.STATES.value
+            )
+            step_id = VLADataset.random_step_id(data, chunk_size, keyname)
+            if not VLADataset.is_real_datasets(data):
+                data = CompressedVideoHDF5(file_path, chunks=None).safe_filter(
+                    data, step_id
+                )
+            else:
+                # Real data: if compressed structure is detected (containing *_index/*_start), also perform decoding filtering
+                try:
+                    if CompressedVideoHDF5.is_compressed_hdf5(data):
+                        data = CompressedVideoHDF5(file_path, chunks=None).safe_filter(
+                            data, step_id
+                        )
+                except Exception:
+                    pass
+
+            ret = self.parse_dict(data, chunk_size, step_id)
+
+        return ret
+
+    @staticmethod
+    def random_step_id(
+        f: Dict, chunk_size: int, key: str = Modality.STATES.value
+    ) -> int:
+        obs = f["observations"]
+        proprio = obs[key][:]
+        num_steps = proprio.shape[0]
+        # We randomly sample a timestep
+        first_idx = 1
+        step_id = np.random.randint(
+            first_idx, np.maximum(first_idx + 1, num_steps - 1 - chunk_size)
+        )
+        return step_id
+
+    @staticmethod
+    def is_real_datasets(f: Dict):
+        return "robot_meta" not in f.keys()
+
+    def parse_dict(
+        self, f: Dict, chunk_size: int, step_id: int = None
+    ) -> Dict[str, ModalInput]:
+        if not VLADataset.is_real_datasets(f):
+            log_warning("Using simulation hdf5 datasets.")
+            return self.parse_sim_dict(f, chunk_size, step_id)
+        else:
+            log_warning("Using real world offline hdf5 datasets.")
+            return self.parse_real_dict(f, chunk_size, step_id)
+
+    def parse_real_dict(
+        self, f: Dict, chunk_size: int, step_id: int = None
+    ) -> Dict[str, ModalInput]:
+
+        from embodichain.data.data_engine.unified_state import (
+            StateUnifier,
+        )
+        from embodichain.data.enum import (
+            ControlParts,
+            EndEffector,
+            JointType,
+        )
+
+        if step_id is None:
+            step_id = VLADataset.random_step_id(f, chunk_size, "qpos")
+        obs = f["observations"]
+        first_idx = 1
+        proprio = obs["qpos"][:]
+        num_steps = proprio.shape[0]
+        camera_used_in_real = list(obs[Modality.IMAGES.value].keys())
+        camera_used_from_real_to_dualsys = {
+            "cam_hand_left": CameraName.LEFT_WRIST.value,
+            "cam_hand_right": CameraName.RIGHT_WRIST.value,
+            "cam_high_left": CameraName.HEAD.value,
+        }
+        camera_used_from_dualsys_to_real = {
+            val: key for key, val in camera_used_from_real_to_dualsys.items()
+        }
+        # Now assume it is from W1.
+        camera_used = [
+            camera_used_from_real_to_dualsys[cam]
+            for cam in camera_used_in_real
+            if cam in camera_used_from_real_to_dualsys
+        ]
+
+        # Assemble the meta
+        meta = {
+            "dataset_name": self.DATASET_NAME,
+            "#steps": num_steps,
+            "step_id": step_id,
+            "camera_used": camera_used,
+            "instruction": "",
+        }
+        # save all supported proprio and action types.
+        robot_meta_config = {"arm_dofs": 14, "observation": {}}
+
+        REAL_SUPPORTED_PROPRIO_TYPES = [
+            ControlParts.LEFT_ARM.value + JointType.QPOS.value,
+            ControlParts.RIGHT_ARM.value + JointType.QPOS.value,
+            ControlParts.HEAD.value + JointType.QPOS.value,
+            ControlParts.WAIST.value + JointType.QPOS.value,
+            ControlParts.LEFT_EEF.value + EndEffector.DEXTROUSHAND.value,
+            ControlParts.RIGHT_EEF.value + EndEffector.DEXTROUSHAND.value,
+        ]
+        REAL_SUPPORTED_ACTION_TYPES = REAL_SUPPORTED_PROPRIO_TYPES
+
+        robot_meta_config["observation"][
+            Modality.STATES.value
+        ] = REAL_SUPPORTED_PROPRIO_TYPES
+        robot_meta_config[Modality.ACTIONS.value] = REAL_SUPPORTED_ACTION_TYPES
+        state_unifier = StateUnifier(robot_meta=robot_meta_config)
+
+        qpos_index_dict = {
+            ControlParts.LEFT_ARM.value
+            + JointType.QPOS.value: TeleoperationData.LEFT_ARM_QPOS_INDICES.value,
+            ControlParts.RIGHT_ARM.value
+            + JointType.QPOS.value: TeleoperationData.RIGHT_ARM_QPOS_INDICES.value,
+            ControlParts.LEFT_EEF.value
+            + EndEffector.DEXTROUSHAND.value: TeleoperationData.LEFT_EEF_DEXTROUSHAND_INDICES.value,
+            ControlParts.RIGHT_EEF.value
+            + EndEffector.DEXTROUSHAND.value: TeleoperationData.RIGHT_EEF_DEXTROUSHAND_INDICES.value,
+            ControlParts.HEAD.value
+            + JointType.QPOS.value: TeleoperationData.HEAD_QPOS_INDICES.value,
+            ControlParts.WAIST.value
+            + JointType.QPOS.value: TeleoperationData.WAIST_QPOS_INDICES.value,
+        }
+        qpos_dict = {}
+        for key, indices in qpos_index_dict.items():
+            qpos_dict[key] = proprio[:, indices]
+
+        actions = state_unifier.fill_in_action(qpos_dict)
+        proprio = state_unifier.fill_in_state(qpos_dict)
+        parse_dict = self.parse_core(proprio, actions, step_id, chunk_size)
+        parse_dict.update({"meta": meta})
+        for cam in camera_used:
+            parse_dict[cam] = VLADataset.parse_img(
+                f,
+                step_id,
+                first_idx,
+                camera_used_from_dualsys_to_real[cam],
+                self.img_history_size,
+                Modality.IMAGES.value,
+                camera_used=camera_used_from_dualsys_to_real[cam],
+            )
+        return True, parse_dict
+
+    def parse_sim_dict(
+        self, f: Dict, chunk_size: int, step_id: int = None
+    ) -> Dict[str, ModalInput]:
+
+        if step_id is None:
+            step_id = VLADataset.random_step_id(f, chunk_size)
+
+        obs = f["observations"]
+        metadata = dict(f["robot_meta"])
+        first_idx = 1
+
+        proprio = obs[Modality.STATES.value][:]
+        num_steps = proprio.shape[0]
+        min_len_step = metadata["min_len_steps"]
+        # [Optional] We drop too-short episode
+        if num_steps < min_len_step:
+            return False, None
+
+        # We randomly sample a timestep
+
+        camera_used = (
+            convert_bytes(list(metadata["observation"]["vision"].keys()))
+            if self.camera_used is None
+            else self.camera_used
+        )
+
+        # Assemble the meta
+        meta = {
+            "dataset_name": self.DATASET_NAME,
+            "#steps": num_steps,
+            "step_id": step_id,
+            "instruction": "",
+            "camera_used": camera_used,
+        }
+
+        assert (
+            self.indices_generator.dof == metadata["arm_dofs"]
+        ), "Train dof {} but dataset dof {}.".format(
+            self.indices_generator.dof, metadata["arm_dofs"]
+        )
+        parse_dict = self.parse_core(
+            proprio, f[Modality.ACTIONS.value], step_id, chunk_size
+        )
+        parse_dict.update({"meta": meta})
+
+        for cam in camera_used:
+            cam_r = get_right_name(cam)
+            if cam_r in obs[Modality.IMAGES.value] and cam_r not in camera_used:
+                # insert camera name after cam
+                camera_used.insert(camera_used.index(cam) + 1, cam_r)
+
+        for cam in camera_used:
+            parse_dict[cam] = VLADataset.parse_img(
+                f,
+                step_id,
+                first_idx,
+                cam,
+                self.img_history_size,
+                Modality.IMAGES.value,
+                camera_used=camera_used,
+            )
+
+        if PrivilegeType.MASK.value in obs:
+            parse_dict[
+                cam + "_{}".format(PrivilegeType.MASK.value)
+            ] = VLADataset.parse_img(
+                f,
+                step_id,
+                first_idx,
+                cam,
+                self.img_history_size,
+                PrivilegeType.MASK.value,
+                camera_used=camera_used,
+            )
+        if PrivilegeType.EXTEROCEPTION.value in obs:
+            if obs[PrivilegeType.EXTEROCEPTION.value][camera_used[0]].shape[0] != 0:
+                parse_dict[
+                    PrivilegeType.EXTEROCEPTION.value
+                ] = VLADataset.parse_exteroception(
+                    f,
+                    step_id,
+                    chunk_size,
+                    camera_used=camera_used,
+                )
+
+        if Modality.GEOMAP.value in obs:
+            if (
+                hasattr(obs[Modality.GEOMAP.value][camera_used[0]], "shape")
+                and obs[Modality.GEOMAP.value][camera_used[0]].shape[0] != 0
+            ):
+                parse_dict[Modality.GEOMAP.value] = VLADataset.parse_img(
+                    f,
+                    step_id,
+                    first_idx,
+                    CameraName.HEAD.value,
+                    self.img_history_size,
+                    Modality.GEOMAP.value,
+                    camera_used=camera_used,
+                    np_ops=lambda x: np.tile(np.expand_dims(x, -1), [1, 1, 1, 3]),
+                )
+
+        # Return the resulting sample
+        # For unavailable images, return zero-shape arrays, i.e., (IMG_HISORY_SIZE, 0, 0, 0)
+        # E.g., return np.zeros((self.img_history_size, 0, 0, 0)) for the key "cam_left_wrist",
+        # if the left-wrist camera is unavailable on your robot
+        return True, parse_dict
+
+    def parse_core(
+        self, proprio: np.ndarray, actions: np.ndarray, step_id: int, chunk_size: int
+    ):
+        # Parse the state and action
+        state = proprio[np.maximum(step_id - self.state_history_len, 0) : step_id]
+        state = np.concatenate(
+            [np.tile(state[0:1], [self.state_history_len - state.shape[0], 1]), state],
+            0,
+        )
+        self.indices_generator: ActionIndicesGenerator
+        global_mapping = self.indices_generator.global_mapping
+        state_indices = global_mapping.get_indices(
+            convert_bytes(self.state),
+        )
+        state_indicator = np.zeros_like(state, dtype=np.int8)
+        state_indicator[:, state_indices] = 1
+        state *= state_indicator
+        proprio *= state_indicator[0:1]
+        state_std = np.std(proprio, axis=0)
+        state_mean = np.mean(proprio, axis=0)
+        state_norm = np.sqrt(np.mean(proprio**2, axis=0))
+        action_indices = self.indices_generator.get(
+            self.output,
+        )
+        actions = deepcopy(actions[step_id : step_id + chunk_size])
+        # FIXME: handness injection
+        delta_qpos_indices = self.indices_generator.get_all_delta_qpos()
+        qpos_indices = self.indices_generator.get_all_qpos()
+        # NOTE: Ops `cumsum` equal to action[:horizon]-action[0:1].
+        # TODO: action = action_chunk - current_obs.
+        actions[:, delta_qpos_indices] = (
+            actions[:, qpos_indices] - state[-1:, qpos_indices]
+        )
+
+        actions = pad_to_chunk(actions, chunk_size=chunk_size)
+        action_indicator = np.zeros_like(actions, dtype=np.int8)
+        action_indicator[:, action_indices] = 1
+        actions *= action_indicator[0:1]
+
+        parse_dict = {
+            "state_std": state_std,
+            "state_mean": state_mean,
+            "state_norm": state_norm,
+            Modality.STATES.value: Proprioception(data=state, mask=state_indicator),
+            Modality.ACTIONS.value: Proprioception(data=actions, mask=action_indicator),
+            PrivilegeType.PROGRESS.value: step_id / proprio.shape[0],
+        }
+        return parse_dict
diff --git a/embodichain/data/data_engine/online/engine.py b/embodichain/data/data_engine/online/engine.py
new file mode 100644
index 00000000..8b49e391
--- /dev/null
+++ b/embodichain/data/data_engine/online/engine.py
@@ -0,0 +1,525 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import time
+import sys
+import numpy as np
+from threading import Thread
+from typing import Dict, Tuple, Any, List, Callable, Optional
+from copy import deepcopy
+import threading
+from embodichain.data.data_engine.online.enum import (
+    ConsumerTeleEnum,
+    ProducerTeleEnum,
+)
+
+import torch
+import torch.multiprocessing as mp
+import copy
+from embodichain.utils.logger import (
+    log_info,
+    log_warning,
+    decorate_str_color,
+    log_debug,
+)
+
+# Must call cuda init to prevent cuda error in subprocess.
+torch._C._cuda_init()
+
+from dexsim.utility import NumpyRNG
+
+import threading
+from multiprocessing import shared_memory
+import pickle
+from datetime import datetime
+import zmq
+
+__all__ = ["MaiDataEngine"]
+
+rng = NumpyRNG.get_rng()
+
+log_info_produce = lambda x: log_info(decorate_str_color(x, "cyan"))
+log_info_consume = lambda x: log_info(decorate_str_color(x, "orange"))
+
+MAX_LOOP_TIMES = 40000
+
+
+def init_context(port):
+    context = zmq.Context()
+    socket = context.socket(zmq.REQ)
+    socket.connect("tcp://localhost:{}".format(port))
+    return socket
+
+
+class DataPoolCont:
+    data: Any
+    count: int = 0
+    tag: str
+
+    @staticmethod
+    def from_list(data_pool: List[Dict]) -> List["DataPoolCont"]:
+        ret = []
+        for data in data_pool:
+            dcnt = DataPoolCont()
+            dcnt.data = data
+            dcnt.count = 0
+            dcnt.tag = str(datetime.now()).split(".")[0]
+            ret.append(dcnt)
+        return ret
+
+    @staticmethod
+    def clean_data_pool_in_place(
+        data_pool: List["DataPoolCont"], clean_indices: List[int]
+    ):
+        if clean_indices is None:
+            data_pool = []
+        else:
+            if len(clean_indices) > 0:
+                log_debug(
+                    "Clean data pool with data indices {}, counts {}.".format(
+                        clean_indices,
+                        [data_pool[index].count for index in clean_indices],
+                    ),
+                    color="purple",
+                )
+                for i in list(np.sort(clean_indices)[::-1]):
+                    data_pool.pop(i)
+
+
+def fetch_data(
+    queue_data: mp.Queue, data_pool: List[DataPoolCont], worker_info, debug: bool = True
+) -> bool:
+    start_time = time.time()
+    try:
+        existing_shm = queue_data.get(timeout=5)
+    except Exception as error:
+        log_debug("Timeout! {}.".format(str(error)), color="red")
+        return False
+    log_debug(
+        "[Thread {}][Worker {}][Get] Cost {}s.".format(
+            threading.current_thread().ident,
+            worker_info.id,
+            time.time() - start_time,
+        )
+    )
+    start_time = time.time()
+    scene_data = pickle.loads(existing_shm.buf[:])
+    log_debug(
+        "[Thread {}][Worker {}][Pickle] Cost {}s.".format(
+            threading.current_thread().ident,
+            worker_info.id,
+            time.time() - start_time,
+        )
+    )
+
+    if np.random.random() > 0.5 or queue_data.qsize() == 0:
+        start_time = time.time()
+        queue_data.put(existing_shm)  # put back
+        log_debug(
+            "[Thread {}][Worker {}][Put] Cost {}s.".format(
+                threading.current_thread().ident,
+                worker_info.id,
+                time.time() - start_time,
+            )
+        )
+
+    assert isinstance(scene_data, list), "Invalid data format {}.".format(
+        type(scene_data)
+    )
+    start_time = time.time()
+    data = DataPoolCont.from_list(scene_data)
+    data_pool.extend(data)
+
+    log_debug(
+        "[Thread {}][Worker {}][Other] Cost {}s.".format(
+            threading.current_thread().ident,
+            worker_info.id,
+            time.time() - start_time,
+        )
+    )
+    return True
+
+
+class RestockCriterion:
+    def __init__(self, data_pool_limit: int, buffer_size: int, max_sample_num: int):
+        self.data_pool_limit = data_pool_limit
+        self.buffer_size = buffer_size
+        self.max_sample_num = max_sample_num
+
+    def restock_condition(self, data_pool: List, queue: mp.Queue) -> bool:
+        return len(data_pool) < self.data_pool_limit
+
+    def expired_condition(
+        self, data_pool: List[DataPoolCont], inverse: bool = False
+    ) -> List[bool]:
+
+        if len(data_pool) == 0:
+            return []
+
+        if inverse:
+            return [data.count <= self.max_sample_num for data in data_pool]
+        else:
+            return [data.count > self.max_sample_num for data in data_pool]
+
+
+class OnlineEngine:
+    """Data manager for online data production and training.
+
+        The objectives of this class are:
+        - Manage the fetch data in a separate thread.
+        - Perform data synchronization between the data production process and
+            the training process (main process).
+        - Provide data sampling interface for the training process, which is designed
+            to return a batch of synthetic data with the different scene id.
+        - Data lifecycle management.
+
+        To achieve the above objectives, the following functions should be implemented:
+        - from_shm_thread (static method)
+
+    Args:
+        insight_config (List[CfgNode]): The config of insight pipeline.
+        episode_limit (int, optional): The maximum number of frames in the data pool. Defaults to 24.
+        max_sample_num (int, optional): The maximum number of times that a data can be sampled.
+            Defaults to 2.
+        target_device (torch.device, optional): The target device of the data. Defaults to torch.device('cpu').
+        annos_param (Dict[str, Any], optional): The parameters of the annotations. Defaults to None.
+        data_gen_func (Callable, optional): The data generation function. Defaults to None.
+        unique_scene_frame (int, optional): The number of unique scene frame to be sampled. Defaults to None.
+        port (int, optional): The ZeroMQ socket port. Defaults to 5555.
+        buffer_size(int, optional): The number of max data queue size. Defaults to 10.
+    """
+
+    def __init__(
+        self,
+        episode_limit: int = 24,
+        max_sample_num: int = 2,
+        port: int = 5555,
+        buffer_size: int = 10,
+        multiprocess: bool = False,
+        **kwargs,
+    ) -> None:
+
+        self.episode_limit = episode_limit
+        self._max_sample_num = max_sample_num
+        self.port = port
+
+        self._data_pool = []
+
+        self._duration = 0.01
+
+        self._context = mp.get_context("forkserver")
+
+        self._queue_data = self._context.Queue()
+        self._queue_data.cancel_join_thread()
+
+        self.buffer_size = buffer_size
+
+        self._data_gen_proc = None
+        self._fetch_data_thread = None
+        self._restock_data_pool = None
+
+        self._is_started = False
+        self._is_restocked = False
+        self._socket = init_context(port + 1 if multiprocess else port)
+
+        self._restock_criterion = RestockCriterion(
+            data_pool_limit=episode_limit,
+            buffer_size=buffer_size,
+            max_sample_num=max_sample_num,
+        )
+        self._lock = threading.RLock()
+
+    def start(
+        self,
+    ) -> None:
+        """Start the data production process and the data synchronization thread.
+
+        Args:
+            wait_for_limit (bool, optional): Whether to wait for the data pool to reach
+                the frame limit. Defaults to False.
+        """
+
+        self._signal_gen = self._context.Value("b", True)
+        self._signal_fetch = self._context.Value("b", True)
+
+        self._fetch_data_thread = Thread(
+            target=self.from_shm_thread,
+            args=(
+                self._socket,
+                self._queue_data,
+                self._duration,
+                self.buffer_size,
+            ),
+            daemon=True,
+        )
+        self._fetch_data_thread.start()
+        self._is_started = True
+        log_info(
+            "Now start the thread to fetch data from share memory.", color="purple"
+        )
+
+    def start_restock(self, static: bool = False):
+        if static:
+            self._restock_data_pool = Thread(
+                target=self.restock_data_pool_static,
+                args=(
+                    self._data_pool,
+                    self._queue_data,
+                    self._duration,
+                    self._restock_criterion,
+                    self._context,
+                    self._lock,
+                ),
+                daemon=True,
+            )
+        else:
+            self._restock_data_pool = Thread(
+                target=self.restock_data_pool,
+                daemon=True,
+            )
+
+        self._restock_data_pool.start()
+        self._is_restocked = True
+
+    def stop(self) -> None:
+        if self.is_started:
+            self._is_started = False
+            self._signal_fetch.value = 2
+            self._fetch_data_thread.join()
+            self.empty_queue(self._queue_data, self._context)
+            self.clean_data_pool_in_place()
+            self._signal_gen.value = 2
+        else:
+            log_info(
+                "The data generation process has not been started.", color="purple"
+            )
+
+    @property
+    def is_started(self) -> bool:
+        return self._is_started
+
+    @property
+    def data_size(self) -> int:
+        with self._lock:
+            return len(self._data_pool)
+
+    @property
+    def queue_size(self) -> int:
+        return self._queue.qsize()
+
+    @property
+    def unique_scene_frame(self) -> int:
+        return self._unique_scene_frame
+
+    @staticmethod
+    def empty_queue(queue: mp.Queue, context: mp) -> None:
+        while queue.qsize() > 0:
+            try:
+                queue.get()
+            except Exception as e:
+                log_info("queue put invaild data format")
+                queue.close()
+                queue.join_thread()
+                queue = context.Queue()
+                break
+        return queue
+
+    @staticmethod
+    def empty_share_memory(queue: mp.Queue) -> None:
+        while queue.qsize() > 0:
+            shm_name = queue.get()
+            shm = shared_memory.SharedMemory(shm_name)
+            shm.close()
+            shm.unlink()
+
+    def restock_data_pool(self):
+        return OnlineEngine.restock_data_pool_static(
+            self._data_pool,
+            self._queue_data,
+            self._duration,
+            self._restock_criterion,
+            self._context,
+            self._lock,
+        )
+
+    @staticmethod
+    def restock_data_pool_static(
+        data_pool: List[DataPoolCont],
+        queue_data: mp.Queue,
+        duration: float,
+        restock_criterion: RestockCriterion,
+        context,
+        thread_lock,
+    ):
+        counts = 0
+
+        worker_info = torch.utils.data.get_worker_info()
+        if worker_info is None:
+
+            class FakeWorkerInfo:
+                num_workers = 1
+                id = 0
+
+            worker_info = FakeWorkerInfo()
+
+        while True:
+            time.sleep(duration)
+            # always clean the data pool first.
+
+            start_time = time.time()
+            with thread_lock:
+                # delete
+                clean_indices = list(
+                    np.argwhere(restock_criterion.expired_condition(data_pool)).reshape(
+                        -1
+                    )
+                )
+                DataPoolCont.clean_data_pool_in_place(
+                    data_pool,
+                    clean_indices,
+                )
+            if len(clean_indices) > 0:
+                log_debug(
+                    "[Thread {}][Delete][Cost {}s]".format(
+                        threading.current_thread().ident, time.time() - start_time
+                    )
+                )
+
+            # after clean, we check whether to restock data.
+            while restock_criterion.restock_condition(data_pool, queue_data):
+
+                prev_data_size = len(data_pool)
+                should_fetch = False
+                for i in range(worker_info.num_workers):
+                    if queue_data.qsize() > 0 and worker_info.id == i:
+                        should_fetch = True
+                if should_fetch:
+                    start_time = time.time()
+                    with thread_lock:
+                        # add
+                        fetch_data(
+                            data_pool=data_pool,
+                            queue_data=queue_data,
+                            worker_info=worker_info,
+                        )
+                    log_debug(
+                        "[Thread {}][Worker {}][ToDataPool] Produce data: {}->{}. Cost {}s.".format(
+                            threading.current_thread().ident,
+                            worker_info.id,
+                            prev_data_size,
+                            len(data_pool),
+                            time.time() - start_time,
+                        )
+                    )
+                    counts = 0
+                else:
+                    counts += 1
+
+            if counts % MAX_LOOP_TIMES == 0 and counts != 0:
+                log_info("Can not find the shm after {} times.".format(counts))
+            # queue_data = OnlineEngine.empty_queue(queue_data, context)
+
+    @staticmethod
+    def from_shm_thread(
+        socket,
+        queue_data: mp.Queue,
+        duration: float = 0.001,
+        buffer_size: int = 10,
+    ) -> None:
+        """The data fetching thread for data synchronization.
+
+            The queue_data_size is used to control the data fetching thread.
+            If  queue_data_size < buffer_size, the data fetching thread will fetch data from the queue.
+            If queue_data_size >= buffer_size, the data fetching thread will stop fetch data.
+
+        Args:
+            socket (zmq.Context): The socket send signal for connect fetch and generator.
+            queue_data (mp.Queue): This queue contains information about shared memory.
+            duration (float, optional): _description_. Defaults to 0.001.
+            port (int, optional): The ZeroMQ socket port. Defaults to 5555.
+            buffer_size(int, optional): The number of max data queue size. Defaults to 10.
+        """
+        counts = 0
+        while True:
+            time.sleep(duration)
+            counts += 1
+            if queue_data.qsize() < buffer_size:
+                socket.send_string(ConsumerTeleEnum.SHAKEHAND.value)
+                message = socket.recv()
+                try:
+                    message_str = message.decode()
+                except Exception as e:
+                    log_debug(str(e), color="red")
+                    message_str = ""
+                if message_str != ProducerTeleEnum.NOREADY.value:
+                    log_debug("Receive data.", color="purple")
+                    shm_name = pickle.loads(message).popleft()
+                    existing_shm = shared_memory.SharedMemory(name=shm_name)
+                    queue_data.put(existing_shm)
+                    log_debug(
+                        "[FromShmThread] Produce queue: {}->{};".format(
+                            queue_data.qsize() - 1, queue_data.qsize()
+                        )
+                    )
+            else:
+                if counts % MAX_LOOP_TIMES == 0:
+                    log_debug("Queue is full. Skip this stage.", "purple")
+
+    def sample_data(
+        self,
+    ):
+
+        if self._is_restocked:
+            pass
+        else:
+            log_debug("Now start the thread to restock data.", color="purple")
+            self.start_restock(static=False)
+
+        worker_info = torch.utils.data.get_worker_info()
+        if worker_info is None:
+
+            class FakeWorkerInfo:
+                num_workers = 1
+                id = 0
+
+            worker_info = FakeWorkerInfo()
+
+        counts = 0
+        while True:
+            time.sleep(self._duration)
+            if len(self._data_pool) > 0:
+                start_time = time.time()
+                with self._lock:
+                    index = rng.integers(0, len(self._data_pool))
+                    data = self._data_pool[index]
+                    self._data_pool[index].count += 1
+                log_debug(
+                    "[SampleData, worker {}] Consume data {}: index {}; times: {}->{}; Show queue size: {}; Cost time: {}s.".format(
+                        worker_info.id,
+                        data.tag,
+                        index,
+                        data.count,
+                        data.count + 1,
+                        self._queue_data.qsize(),
+                        np.round(time.time() - start_time, 4),
+                    )
+                )
+                counts = 0
+                return data.data
+            else:
+                counts += 1
+            if counts % MAX_LOOP_TIMES == 0:
+                log_info("Data pool is always empty after {} times.".format(counts))
diff --git a/embodichain/data/data_engine/online/enum.py b/embodichain/data/data_engine/online/enum.py
new file mode 100644
index 00000000..a93b00d6
--- /dev/null
+++ b/embodichain/data/data_engine/online/enum.py
@@ -0,0 +1,34 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from enum import Enum
+
+
+class ConsumerTeleEnum(Enum):
+    SHAKEHAND = "Data is ready?"
+    CONSUME = "Fetch data!"
+    NOCONSUME = "Data_pool is full."
+    GOTDATA = "Feched data!"
+    NOGOTDATA = "Not fetching data."
+
+
+class ProducerTeleEnum(Enum):
+    READY = "Yes"
+    NOREADY = "No ready"
+    FULL = "Data_pool is full"
+    FAIL = "Failed"
+    SEND = "Send!"
+    EMPTYSTR = "Empty String."
diff --git a/embodichain/data/data_engine/online/online_generator.py b/embodichain/data/data_engine/online/online_generator.py
new file mode 100644
index 00000000..979f3543
--- /dev/null
+++ b/embodichain/data/data_engine/online/online_generator.py
@@ -0,0 +1,191 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import time
+import zmq
+import random
+from multiprocessing import shared_memory
+import pickle
+from collections import deque
+from typing import List
+from threading import Thread
+import multiprocessing as mp
+import traceback
+from embodichain.utils.logger import log_info, log_warning, log_error, log_debug
+from embodichain.data.data_engine.online.enum import (
+    ConsumerTeleEnum,
+    ProducerTeleEnum,
+)
+
+torch._C._cuda_init()
+
+
+class OnlineGenerator:
+    """Callback collection for online training mode."""
+
+    def __init__(
+        self, port: int, max_limit_gb: int = 50, multiprocess: bool = False, **kwargs
+    ) -> None:
+        self.shm_val = None
+        max_limit = max_limit_gb * 1024**3
+        self._context = mp.get_context("forkserver")
+        self.port = port
+        self.socket = self.init_context(self.port, multiprocess)
+        self._duration = 0.01
+        self.queue = deque()
+        self.queue_memroy = deque()
+        self.max_limit = max_limit
+
+        self.validation_config = kwargs.get("validation", {})
+
+    def get_validation_config(self):
+        return self.validation_config
+
+    def init_context(self, port, multiprocess: bool = False):
+        context = zmq.Context()
+        socket = context.socket(zmq.REP)
+        if multiprocess:
+            socket.connect(f"tcp://127.0.0.1:{port}")
+        else:
+            socket.bind(f"tcp://*:{port}")
+
+        return socket
+
+    def generator(self, generate_func, loop_times: int = -1, **kwargs):
+        self.signal = self._context.Value("b", True)
+
+        self._zmq_send = Thread(
+            target=self.zmq_send, args=(self.queue, self.signal), daemon=True
+        )
+        self._zmq_send.start()
+        log_debug("Start zmq sending.")
+        scene_id = 0
+
+        # -1 means infinite loop
+        while scene_id < loop_times or loop_times == -1:
+            if self.signal.value == 1:
+                first_time = True
+                try:
+                    t0 = time.time()
+                    return_list = generate_func(
+                        time_id=scene_id, **self.validation_config
+                    )
+
+                    # TODO: support multiple trajectories for each scene.
+                    if len(return_list) > 1:
+                        log_error(
+                            "Only support one trajectory for each scene in online generation mode."
+                        )
+
+                    data_dict_list = [return_list[0]["data"]]
+
+                    if (
+                        scene_id == 0
+                        and self.validation_config.get("num_samples", 0) > 0
+                        and "data_path" in return_list[0]
+                    ):
+                        # create shared memory to store the validation dataset path, which will be accessed by training process.
+                        import sys
+
+                        data_path = return_list[0]["data_path"]
+
+                        shared_name = self.validation_config.get(
+                            "dataset_name", "val_data_path"
+                        )
+                        log_info(
+                            f"Create shared memory for validation data path: {shared_name}",
+                            color="green",
+                        )
+                        self.shm_val = shared_memory.SharedMemory(
+                            name=shared_name,
+                            create=True,
+                            size=len(data_path.encode()) + sys.getsizeof(""),
+                        )
+                        self.shm_val.buf[: len(data_path.encode())] = data_path.encode()
+                        log_info(
+                            f"Craete shared memory for validation data path: {data_path}"
+                        )
+
+                    log_info(
+                        f"Generate scene {scene_id + 1} time cost: {time.time() - t0}"
+                    )
+                    serialized_data = pickle.dumps(data_dict_list)
+                    shm = shared_memory.SharedMemory(
+                        create=True, size=len(serialized_data)
+                    )
+                    self.queue.append(shm.name)
+                    self.queue_memroy.append(
+                        {"name": shm.name, "size": len(serialized_data)}
+                    )
+                    shm.buf[: len(serialized_data)] = serialized_data
+                except Exception as e:
+                    log_error(f"Error in data generation process: {e}.")
+                    traceback.print_exc()
+                    self._zmq_send.join()
+                    break
+                scene_id += 1
+                self.empty_memory()
+            elif self.signal.value == 0:
+                if first_time:
+                    log_warning("zmq recive full signal, wait generator signal")
+                    first_time = False
+                log_warning("Signal value is 0.")
+                time.sleep(self._duration)
+                continue
+            else:
+                log_error("Unknown signal, data generator stop")
+                break
+
+    def zmq_send(self, queue, signal):
+        while True:
+            try:
+                message = self.socket.recv_string()
+                if message == ConsumerTeleEnum.SHAKEHAND.value:
+                    if len(queue) > 0:
+                        log_warning(
+                            "Recieve {} and send [data] to consumer.".format(message)
+                        )
+                        self.socket.send(pickle.dumps(queue))
+                        queue.clear()
+                    else:
+                        self.socket.send(ProducerTeleEnum.NOREADY.value.encode())
+                    signal.value = 1
+            except Exception as e:
+                print(e)
+                traceback.print_exc()
+                break
+
+    def empty_memory(self):
+        total_size = sum([x["size"] for x in self.queue_memroy])
+        log_info(f"share memory size is {total_size/(1024**3)} GB")
+        while total_size >= self.max_limit:
+            shm_name = self.queue_memroy.popleft()
+            if shm_name["name"] in self.queue:
+                log_info(f"remove {shm_name['name']} from queue")
+                self.queue.remove(shm_name["name"])
+            try:
+                shm = shared_memory.SharedMemory(shm_name["name"])
+            except:
+                continue
+            shm.close()
+            shm.unlink()
+            total_size = sum([x["size"] for x in self.queue_memroy])
+
+    def __del__(self):
+        if self.shm_val:
+            self.shm_val.close()
+            self.shm_val.unlink()
diff --git a/embodichain/data/data_engine/unified_state.py b/embodichain/data/data_engine/unified_state.py
new file mode 100644
index 00000000..fc430def
--- /dev/null
+++ b/embodichain/data/data_engine/unified_state.py
@@ -0,0 +1,381 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from embodichain.data.global_indices import (
+    GLOBAL_INDICES,
+    STATE_VEC_LEN,
+)
+from embodichain.data.global_mapping import GlobalMapping
+import numpy as np
+from typing import List, Dict, Tuple, Union
+from embodichain.data.enum import (
+    ArmEnum,
+    Modality,
+    JointType,
+    ActionMode,
+    EefType,
+    ControlParts,
+    EndEffector,
+    Modality,
+)
+from embodichain.utils.logger import log_info, log_warning
+
+DEFAULT_EMPTY_STATE = -1
+
+
+"""Unified state utilities for EmbodiChain.
+
+This module provides helpers to construct and query a unified state/action
+vector representation used across EmbodiChain environments and agents.
+
+Classes:
+    StateUnifier: Fill sparse per-modality state/action dictionaries into a
+        fixed-length unified state vector where unspecified entries are set
+        to a sentinel value (DEFAULT_EMPTY_STATE).
+
+    ActionIndicesGenerator: Query index ranges in the unified vector for
+        common action/state groups (e.g. qpos, delta qpos, end-effector pose).
+
+Constants:
+    DEFAULT_EMPTY_STATE (int): Sentinel value used to mark unspecified
+        entries in the unified vector.
+"""
+
+
+class StateUnifier:
+    """Convert per-modality state/action arrays into a unified vector.
+
+    The StateUnifier is constructed with ``robot_meta`` (the robot's
+    metadata) which should contain an ``observation`` mapping with keys for
+    modalities (e.g. ``Modality.STATES``) and an ``actions`` specification.
+
+    Attributes:
+        metadata (dict): Robot metadata passed at construction.
+        arm_dofs (int): Degrees of freedom for the arm (default: 12).
+        indices_generator (ActionIndicesGenerator): Helper for action indices.
+        proprio_meta: Metadata list for proprioceptive modalities.
+        global_mapping (GlobalMapping): Mapping from names to unified indices.
+        output: Action output specification from metadata.
+        state_dim (int): Fixed length of the unified state vector.
+    """
+
+    def __init__(self, robot_meta: Dict) -> None:
+        assert "arm_dofs" in robot_meta
+        assert "observation" in robot_meta
+        assert Modality.ACTIONS.value in robot_meta
+
+        self.arm_dofs = robot_meta["arm_dofs"]
+        self.indices_generator = ActionIndicesGenerator(self.arm_dofs)
+        self.proprio_meta = robot_meta["observation"][Modality.STATES.value]
+        self.global_mapping = GlobalMapping(self.arm_dofs)
+        self.output = robot_meta[Modality.ACTIONS.value]
+
+        self.state_dim = STATE_VEC_LEN
+
+    def fill_in_state(
+        self, values: Union[np.ndarray, Dict[str, np.ndarray]]
+    ) -> np.ndarray:
+        """Fill a unified state vector from given values.
+
+        Args:
+            values (np.ndarray or dict): If ``values`` is a numpy array it is
+                assumed to already be aligned to the unified layout and will
+                be placed into the output container. If it is a ``dict``,
+                keys should match entries from the robot metadata
+                ``observation[Modality.STATES]`` and values are numpy arrays
+                with a trailing dimension matching each state's width.
+
+        Returns:
+            np.ndarray: An array with shape ``(..., STATE_VEC_LEN)`` containing
+                the unified state with unspecified entries set to
+                ``DEFAULT_EMPTY_STATE``.
+        """
+        if isinstance(values, np.ndarray):
+            UNI_STATE_INDICES = self.global_mapping.get_indices(self.proprio_meta)
+            uni_vec = (
+                np.ones(values.shape[:-1] + (self.state_dim,)) * DEFAULT_EMPTY_STATE
+            )
+            uni_vec[..., UNI_STATE_INDICES] = values
+            return uni_vec
+        else:
+            shape_tuple_list = []
+            for val in values.values():
+                shape_tuple = val.shape[:-1]
+                if val.size != 0:
+                    shape_tuple_list.append(shape_tuple)
+
+            shape_tuple = list(set(shape_tuple_list))
+            assert len(shape_tuple) == 1, "shape tuple {} is not unique.".format(
+                shape_tuple
+            )
+            uni_vec = np.ones(shape_tuple[0] + (self.state_dim,)) * DEFAULT_EMPTY_STATE
+            for state_name in self.proprio_meta:
+                state_indices = self.global_mapping.get_indices([state_name])
+                if values[state_name].size != 0:
+                    uni_vec[..., state_indices] = values[state_name]
+
+            return uni_vec
+
+    def fill_in_action(
+        self, values: Union[np.ndarray, Dict[str, np.ndarray]]
+    ) -> np.ndarray:
+        """Fill a unified action vector from given action values.
+
+        This mirrors :meth:`fill_in_state` but uses the metadata's action
+        output specification to determine which named outputs map into the
+        unified vector.
+
+        Args:
+            values (np.ndarray or dict): Action values aligned to the unified
+                layout or a mapping from output names to numpy arrays.
+
+        Returns:
+            np.ndarray: Unified vector shaped ``(..., STATE_VEC_LEN)`` with
+                unspecified entries filled with ``DEFAULT_EMPTY_STATE``.
+        """
+        if isinstance(values, np.ndarray):
+            UNI_STATE_INDICES = self.indices_generator.get(self.output)
+            uni_vec = (
+                np.ones(values.shape[:-1] + (self.state_dim,)) * DEFAULT_EMPTY_STATE
+            )
+            uni_vec[..., UNI_STATE_INDICES] = values
+            return uni_vec
+        else:
+            shape_tuple_list = []
+            for key, val in values.items():
+
+                shape_tuple = val.shape[:-1]
+                if val.size != 0:
+                    shape_tuple_list.append(shape_tuple)
+
+            shape_tuple = list(set(shape_tuple_list))
+            assert len(shape_tuple) == 1, "shape tuple {} is not unique.".format(
+                shape_tuple
+            )
+
+            uni_vec = np.ones(shape_tuple[0] + (self.state_dim,)) * DEFAULT_EMPTY_STATE
+            for out_name in self.output:
+                state_indices = self.global_mapping.get_indices([out_name])
+                if out_name in values and values[out_name].size != 0:
+                    uni_vec[..., state_indices] = values[out_name]
+            return uni_vec
+
+
+class ActionIndicesGenerator:
+    """Utility for generating index lists for action/state groups.
+
+    The ActionIndicesGenerator wraps :class:`GlobalMapping` to provide
+    common queries like retrieving indices for all joint positions (qpos),
+    delta qpos (relative mode), end-effector transforms/poses, and
+    hand-specific selections (left/right/both).
+
+    Args:
+        dof (int, optional): If provided, a :class:`GlobalMapping` is
+            constructed and reused for queries.
+    """
+
+    def __init__(self, dof: int = None):
+        self.global_mapping = None
+        self.dof = dof
+        if dof is not None:
+            self.global_mapping = GlobalMapping(dof)
+
+    def get_all_qpos(
+        self, dof: int = None, handness: str = ArmEnum.DUAL_ARM.value
+    ) -> List[int]:
+        """Return indices covering all joint position entries.
+
+        Args:
+            dof (int, optional): Degrees of freedom to construct a temporary
+                :class:`GlobalMapping` if the generator was not initialized
+                with a ``dof``.
+            handness (str): One of values from :class:`ArmEnum` specifying
+                which arm(s) to include.
+
+        Returns:
+            List[int]: Ordered list of indices in the unified vector
+                corresponding to qpos entries for the requested arm
+                selection.
+        """
+        qpos_name = JointType.QPOS.value
+        delta_qpos_name = ActionMode.RELATIVE.value + qpos_name
+        global_mapping = self.get_mapping(dof)
+
+        all_names = list(global_mapping.mapping_from_name_to_indices.keys())
+        if handness == ArmEnum.DUAL_ARM.value:
+            return self.get(all_names, dof, [qpos_name], [delta_qpos_name])
+        elif handness == ArmEnum.LEFT_ARM_ONLY.value:
+            handness = ControlParts.LEFT_ARM.value
+            return self.get(
+                all_names, dof, [handness + qpos_name], [handness + delta_qpos_name]
+            )
+        elif handness == ArmEnum.RIGHT_ARM_ONLY.value:
+            handness = ControlParts.RIGHT_ARM.value
+            return self.get(
+                all_names, dof, [handness + qpos_name], [handness + delta_qpos_name]
+            )
+
+    def get_all_delta_qpos(
+        self, dof: int = None, handness: str = ArmEnum.DUAL_ARM.value
+    ) -> List[int]:
+        """Return indices for delta (relative) joint position entries.
+
+        Args and return are the same as :meth:`get_all_qpos` but select the
+        ``ActionMode.RELATIVE`` named entries.
+        """
+        qpos_name = JointType.QPOS.value
+        delta_qpos_name = ActionMode.RELATIVE.value + qpos_name
+        global_mapping = self.get_mapping(dof)
+
+        all_names = list(global_mapping.mapping_from_name_to_indices.keys())
+        if handness == ArmEnum.DUAL_ARM.value:
+            return self.get(all_names, dof, [delta_qpos_name], [])
+        elif handness == ArmEnum.LEFT_ARM_ONLY.value:
+            handness = ControlParts.LEFT_ARM.value
+            return self.get(all_names, dof, [handness + delta_qpos_name], [])
+        elif handness == ArmEnum.RIGHT_ARM_ONLY.value:
+            handness = ControlParts.RIGHT_ARM.value
+            return self.get(all_names, dof, [handness + delta_qpos_name], [])
+
+    def get_all_eef(
+        self, dof: int = None, handness: str = ArmEnum.DUAL_ARM.value
+    ) -> List[int]:
+        """Return indices covering end-effector (EEF) related entries.
+
+        Args:
+            dof (int, optional): Degrees of freedom for mapping lookup.
+            handness (str): Which arm(s) to include (left/right/both).
+
+        Returns:
+            List[int]: Indices corresponding to EEF-related entries.
+        """
+        global_mapping = self.get_mapping(dof)
+        all_names = list(global_mapping.mapping_from_name_to_indices.keys())
+        if handness == ArmEnum.DUAL_ARM.value:
+            return self.get(
+                all_names,
+                dof,
+                [ControlParts.LEFT_EEF.value, ControlParts.RIGHT_EEF.value],
+                [],
+            )
+        elif handness == ArmEnum.LEFT_ARM_ONLY.value:
+            handness = ControlParts.LEFT_EEF.value
+            return self.get(
+                all_names,
+                dof,
+                [handness],
+                [],
+            )
+        elif handness == ArmEnum.RIGHT_ARM_ONLY.value:
+            handness = ControlParts.RIGHT_EEF.value
+            return self.get(
+                all_names,
+                dof,
+                [handness],
+                [],
+            )
+
+    def get_all_eef_pose(
+        self, dof: int = None, handness: str = ArmEnum.DUAL_ARM.value
+    ) -> List[int]:
+        """Return indices specifically for EEF pose entries.
+
+        Args:
+            dof (int, optional): Degrees of freedom for mapping lookup.
+            handness (str): Which arm(s) to include (left/right/both).
+
+        Returns:
+            List[int]: Indices corresponding to EEF poses.
+        """
+        global_mapping = self.get_mapping(dof)
+        all_names = list(global_mapping.mapping_from_name_to_indices.keys())
+
+        if handness == ArmEnum.DUAL_ARM.value:
+            return self.get(all_names, dof, [EefType.POSE.value], [])
+        elif handness == ArmEnum.LEFT_ARM_ONLY.value:
+            handness = ControlParts.LEFT_ARM.value
+            return self.get(all_names, dof, [handness + EefType.POSE.value], [])
+        elif handness == ArmEnum.RIGHT_ARM_ONLY.value:
+            handness = ControlParts.RIGHT_ARM.value
+            return self.get(all_names, dof, [handness + EefType.POSE.value], [])
+
+    def get_mapping(self, dof: int = None):
+        """Return the :class:`GlobalMapping` used by this generator.
+
+        If a mapping was created during initialization (because ``dof`` was
+        provided), ensure any provided ``dof`` argument matches it. Otherwise
+        construct and return a temporary :class:`GlobalMapping` for the
+        requested ``dof``.
+
+        Args:
+            dof (int, optional): Degrees of freedom to construct a mapping
+                if one was not provided at initialization.
+
+        Returns:
+            GlobalMapping: Mapping instance for name->index lookups.
+        """
+        if self.global_mapping is not None:
+            assert dof is None or dof == self.dof
+            global_mapping = self.global_mapping
+        else:
+            assert (
+                dof is not None
+            ), "Dof must be set when dof is not provided in initialization."
+            global_mapping = GlobalMapping(dof)
+        return global_mapping
+
+    def get(
+        self,
+        output: List[str],
+        dof: int = None,
+        white_list: List[str] = None,
+        black_list: List[str] = None,
+    ) -> List[int]:
+        """Select and return indices from ``output`` names applying optional
+        white/black list filters.
+
+        Args:
+            output (List[str]): Names (keys) in a :class:`GlobalMapping`
+                whose indices should be collected.
+            dof (int, optional): Degrees of freedom used to construct a
+                temporary :class:`GlobalMapping` if needed.
+            white_list (List[str], optional): If provided, only include names
+                that contain any of these substrings.
+            black_list (List[str], optional): If provided, exclude names
+                that contain any of these substrings.
+
+        Returns:
+            List[int]: Ordered list of unified-vector indices for the
+                selected names.
+        """
+
+        action_indices = []
+        global_mapping = self.get_mapping(dof)
+
+        for action_type in output:
+            if isinstance(white_list, list) and isinstance(black_list, list):
+                if any([temp in action_type for temp in white_list]) and all(
+                    [temp not in action_type for temp in black_list]
+                ):
+                    action_indices += global_mapping.mapping_from_name_to_indices[
+                        action_type
+                    ]
+            else:
+                action_indices += global_mapping.mapping_from_name_to_indices[
+                    action_type
+                ]
+
+        return action_indices  # keep order.
diff --git a/embodichain/data/dataset.py b/embodichain/data/dataset.py
new file mode 100644
index 00000000..f5c775fd
--- /dev/null
+++ b/embodichain/data/dataset.py
@@ -0,0 +1,170 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import sys
+import shutil
+import hashlib
+import open3d as o3d
+
+
+from embodichain.utils import logger
+
+
+class EmbodiChainDataset(o3d.data.DownloadDataset):
+    def __init__(self, prefix, data_descriptor, path):
+        # Perform the zip file and extracted contents check
+        # If the zip was not valid, the zip file would have been removed
+        # and the parent class would download and extract it again
+        self.check_zip(prefix, data_descriptor, path)
+        # Call the parent class constructor
+        super().__init__(prefix, data_descriptor, path)
+
+    def check_zip(self, prefix, data_descriptor, path):
+        """Check the integrity of the zip file and its extracted contents."""
+        # Path to the downloaded zip file
+        zip_file_name = os.path.split(data_descriptor.urls[0])[1]
+        zip_dir_path = os.path.join(path, "download", f"{prefix}")
+        zip_path = os.path.join(path, "download", f"{prefix}", f"{zip_file_name}")
+        # Path to the extracted directory
+        extracted_path = os.path.join(path, "extract", prefix)
+
+        def is_safe_path(path_to_check):
+            """Verify if the path is within safe directory boundaries"""
+            return (
+                "embodichain_data/download" in path_to_check
+                or "embodichain_data/extract" in path_to_check
+            )
+
+        def safe_remove_directory(dir_path):
+            """Safely remove a directory after path validation"""
+            if not is_safe_path(dir_path):
+                logger.log_warning(
+                    f"Safety check failed, refusing to delete directory: {dir_path}"
+                )
+                return False
+
+            if os.path.exists(dir_path):
+                try:
+                    shutil.rmtree(dir_path)
+                    logger.log_info(f"Successfully removed directory: {dir_path}")
+                    return True
+                except OSError as e:
+                    logger.log_warning(f"Error while removing directory: {e}")
+                    return False
+            return True
+
+        # Check if the file already exists
+        if os.path.exists(zip_path):
+            # Calculate MD5 checksum of the existing file
+            md5_existing = self.calculate_md5(zip_path)
+            # Compare with the expected MD5 checksum
+            if md5_existing != data_descriptor.md5:
+                # If checksums do not match, delete the existing file
+                os.remove(zip_path)
+                # Ensure the extracted directory is removed if it exists
+                safe_remove_directory(extracted_path)
+                logger.log_warning(
+                    f"Invalid MD5 checksum detected:\n"
+                    f"  - File: {zip_path}\n"
+                    f"  - Expected MD5: {data_descriptor.md5}\n"
+                    f"  - Actual MD5: {md5_existing}\n"
+                    f"Cleaned up invalid files and directories for fresh download."
+                )
+                return
+        else:
+            safe_remove_directory(zip_dir_path)
+            safe_remove_directory(extracted_path)
+            logger.log_info(
+                f"ZIP file not found at {zip_path}."
+                f"Cleaning up related directories for fresh download."
+            )
+            return
+
+        # Check if the extracted directory exists and is not empty
+        if not os.path.exists(extracted_path) or not os.listdir(extracted_path):
+            # Remove the zip file to trigger Open3D's automatic download mechanism
+            # Open3D will re-download and extract when the zip file is missing
+            if os.path.exists(zip_path):
+                os.remove(zip_path)
+
+            # Clean up any existing empty extraction directory
+            # This ensures a clean state for the upcoming extraction process
+            safe_remove_directory(extracted_path)
+            logger.log_info(
+                f"Removed zip file {zip_path} and extracted path {extracted_path} to trigger Open3D download and extract. "
+                f"Reason: {'Missing extraction directory.' if not os.path.exists(extracted_path) else 'Empty extraction directory.'}"
+            )
+            return
+
+    def calculate_md5(self, file_path, chunk_size=8192):
+        """Calculate the MD5 checksum of a file."""
+        hash_md5 = hashlib.md5()
+        with open(file_path, "rb") as f:
+            for chunk in iter(lambda: f.read(chunk_size), b""):
+                hash_md5.update(chunk)
+        return hash_md5.hexdigest()
+
+
+def get_data_class(dataset_name: str):
+    """Retrieve the dataset class from the available modules.
+
+    Args:
+        dataset_name (str): The name of the dataset class.
+
+    Returns:
+        type: The dataset class.
+
+    Raises:
+        AttributeError: If the dataset class is not found in any module.
+    """
+    module_names = [
+        "embodichain.data",
+        "embodichain.data.assets",
+        __name__,
+    ]
+
+    for module_name in module_names:
+        try:
+            return getattr(sys.modules[module_name], dataset_name)
+        except AttributeError:
+            continue
+
+    raise AttributeError(f"Dataset class '{dataset_name}' not found in any module.")
+
+
+def get_data_path(data_path_in_config: str) -> str:
+    """Get the absolute path of the data file.
+
+    Args:
+        data_path_in_config (str): The dataset path in the format "${dataset_name}/subpath".
+
+    Returns:
+        str: The absolute path of the data file.
+    """
+    if os.path.isabs(data_path_in_config):
+        return data_path_in_config
+
+    split_str = data_path_in_config.split("/")
+    dataset_name = split_str[0]
+    sub_path = os.path.join(*split_str[1:])
+
+    # Use the optimized get_data_class function
+    data_class = get_data_class(dataset_name)
+    data_obj = data_class()
+    data_dir = data_obj.extract_dir
+    data_path = os.path.join(data_dir, sub_path)
+    return data_path
diff --git a/embodichain/data/enum.py b/embodichain/data/enum.py
new file mode 100644
index 00000000..5c31ed9e
--- /dev/null
+++ b/embodichain/data/enum.py
@@ -0,0 +1,349 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+from typing import List, Tuple, Union, Dict
+from enum import Enum, IntEnum
+from itertools import product
+from aenum import Enum as AEnum
+from aenum import NoAlias
+
+from embodichain.utils.utility import get_right_name
+
+
+class ModalInput:
+    def __init__(
+        self,
+        data: Union[torch.Tensor, np.ndarray] = None,
+        mask: Union[torch.Tensor, np.ndarray] = None,
+        name: str = "",
+    ):
+        self.data = data
+        self.mask = mask  # indicator mask for the data, e.g., which part is valid.
+        self.name = name
+
+
+class Privilege:
+    def __init__(
+        self,
+        data: Union[torch.Tensor, np.ndarray] = None,
+        mask: Union[torch.Tensor, np.ndarray] = None,
+        name: str = "",
+    ):
+        self.data = data
+        self.mask = mask  # indicator mask for the data, e.g., which part is valid.
+        self.name = name
+
+
+class Mask(Privilege):
+    pass
+
+
+class Exteroception(Privilege):
+    pass
+
+
+class State(Privilege):
+    pass
+
+
+class Proprioception(ModalInput):
+    pass
+
+
+class Image(ModalInput):
+    pass
+
+
+class GeoMap(ModalInput):
+    pass
+
+
+class Lang(ModalInput):
+    pass
+
+
+class Modality(Enum):
+    STATES = "states"
+    STATE_INDICATOR = "state_indicator"
+    ACTIONS = "actions"
+    ACTION_INDICATOR = "action_indicator"
+    IMAGES = "images"
+    LANG = "lang"
+    LANG_INDICATOR = "lang_indicator"
+    GEOMAP = "geomap"  # e.g., depth, point cloud, etc.
+    VISION_LANGUAGE = "vision_language"  # e.g., image + lang
+
+
+class JointType(Enum):
+    QPOS = "qpos"
+
+
+class EefType(Enum):
+    POSE = "eef_pose"
+
+
+class ActionMode(Enum):
+    ABSOLUTE = ""
+    RELATIVE = "delta_"  # This indicates the action is relative change with respect to last state.
+
+
+class EndEffector(Enum):
+    GRIPPER = "gripper"
+    DEXTROUSHAND = "hand"
+
+
+class EefExecute(Enum):
+    OPEN = "execute_open"
+    CLOSE = "execute_close"
+
+
+class CameraName(Enum):
+    HEAD = "cam_high"
+    HEAD_RIGHT = get_right_name("cam_high")
+    RIGHT_WRIST = "cam_right_wrist"
+    LEFT_WRIST = "cam_left_wrist"
+
+
+class ControlParts(Enum):
+    LEFT_ARM = "left_arm"
+    RIGHT_ARM = "right_arm"
+    LEFT_EEF = "left_eef"
+    RIGHT_EEF = "right_eef"
+    HEAD = "head"
+    WAIST = "waist"
+
+
+class TeleoperationData(Enum):
+    """Enum for teleoperation data conversion script specific string constants"""
+
+    # Camera types
+    HEAD_CAMERA = "head"
+    HAND_CAMERA = "hand"
+
+    # Camera positions
+    LEFT_PLACE = "left"
+    RIGHT_PLACE = "right"
+
+    # Camera name prefixes
+    CAM_HIGH_PREFIX = "cam_high"
+    CAM_HAND_PREFIX = "cam_hand"
+
+    # File names and patterns
+    METADATA_FILE = "metadata.jsonl"
+    QPOS_PATTERN = "pose_record_*.json"
+    IMAGE_PATH_KEY = "image_path"
+    TIMESTAMP_KEY = "timestamp"
+    CAMERA_TYPE_KEY = "camera_type"
+
+    # Data structure keys
+    OBSERVATIONS = "observations"
+    IMAGES = "images"
+    QPOS = "qpos"
+    ACTION = "action"
+    FRAMES = "frames"
+    DATA = "data"
+
+    # Joint keys (common ones)
+    LEFT_GRIPPER = "LEFT_GRIPPER"
+    RIGHT_GRIPPER = "RIGHT_GRIPPER"
+    LEFT_HAND_PREFIX = "LEFT_HAND"
+    RIGHT_HAND_PREFIX = "RIGHT_HAND"
+    # Joint index mapping for real robot data
+    LEFT_ARM_QPOS_INDICES = [6, 7, 8, 9, 10, 11, 12]
+    RIGHT_ARM_QPOS_INDICES = [14, 15, 16, 17, 18, 19, 20]
+    LEFT_EEF_DEXTROUSHAND_INDICES = [22, 23, 24, 25, 26, 27]
+    RIGHT_EEF_DEXTROUSHAND_INDICES = [28, 29, 30, 31, 32, 33]
+    WAIST_QPOS_INDICES = [
+        3,
+    ]
+    HEAD_QPOS_INDICES = [4, 5]
+
+
+class Hints(Enum):
+    EEF = (
+        ControlParts.LEFT_EEF.value,
+        ControlParts.RIGHT_EEF.value,
+        EndEffector.GRIPPER.value,
+        EndEffector.DEXTROUSHAND.value,
+    )
+    ARM = (ControlParts.LEFT_ARM.value, ControlParts.RIGHT_ARM.value)
+
+
+class CameraLoc(AEnum):
+    # The difference between CameraLoc and CameraName is that CameraLoc allows duplicate values.
+    # And the value is used to indicate the sub-network ids, e.g. LEFT_WRIST and RIGHT_WRIST share the same sub-network feature extraction.
+    _settings_ = NoAlias
+    HEAD = 0
+    RIGHT_WRIST = 1
+    LEFT_WRIST = 1
+
+
+class CameraOrder(IntEnum):
+    # This is used to indicate the order of camera inputs, for both simulation and real deployment, training and inference.
+    # For dual system, the order is HEAD, RIGHT_WRIST, LEFT_WRIST.
+    HEAD = 0
+    RIGHT_WRIST = 1
+    LEFT_WRIST = 2
+
+
+DEFAULT_CAMERA_ORDER = {tmp.value: CameraName[tmp.name].value for tmp in CameraOrder}
+DEFAULT_CAMERA_LOC = {CameraName[tmp.name].value: tmp.value for tmp in CameraLoc}
+
+
+def link_type(*args) -> str:
+    l = len(args)
+    if l == 0:
+        return ""
+    elif l == 1:
+        return args[0]
+    elif l >= 2:
+        ret_str = "[{}]".format(args[0])
+        for i in range(1, l):
+            ret_str += "_[{}]".format(args[i])
+        return ret_str
+
+
+combined_members = {
+    link_type(a.name + b.name, c.name + d.name, e.name): link_type(
+        a.value + b.value, c.value + d.value, e.value
+    )
+    for a, b, c, d, e in product(
+        ActionMode, JointType, ActionMode, EefType, EndEffector
+    )
+}
+ActionType = Enum("ActionType", combined_members)
+combined_proprio_members = {
+    link_type(a.name, b.name, c.name): link_type(a.value, b.value, c.value)
+    for a, b, c in product(JointType, EefType, EndEffector)
+}
+ProprioType = Enum("ProprioType", combined_proprio_members)
+
+
+def parse_action_type(action_type: str) -> Tuple[str, str, str]:
+    splits = action_type.split("[")
+    assert len(splits) == 3, "{} must contain 3-[].".format(action_type)
+    proprio_type = splits[0].split("]")[0]
+    eef_type = splits[1].split("]")[0]
+    end_effector = splits[2].split("]")[0]
+    return proprio_type, eef_type, end_effector
+
+
+def parse_proprio_type(proprio_type: str) -> Tuple[str, str, str]:
+    return parse_action_type(proprio_type)
+
+
+class PrivilegeType(Enum):
+    EXTEROCEPTION = "exteroception"
+    MASK = "mask"
+    STATE = "state"
+    PROGRESS = "progress"
+
+
+SUPPORTED_PROPRIO_TYPES = [
+    ControlParts.LEFT_ARM.value + EefType.POSE.value,
+    ControlParts.RIGHT_ARM.value + EefType.POSE.value,
+    ControlParts.LEFT_ARM.value + JointType.QPOS.value,
+    ControlParts.RIGHT_ARM.value + JointType.QPOS.value,
+    ControlParts.LEFT_EEF.value + EndEffector.DEXTROUSHAND.value,
+    ControlParts.RIGHT_EEF.value + EndEffector.DEXTROUSHAND.value,
+    ControlParts.LEFT_EEF.value + EndEffector.GRIPPER.value,
+    ControlParts.RIGHT_EEF.value + EndEffector.GRIPPER.value,
+]
+SUPPORTED_ACTION_TYPES = SUPPORTED_PROPRIO_TYPES + [
+    ControlParts.LEFT_ARM.value + ActionMode.RELATIVE.value + JointType.QPOS.value,
+    ControlParts.RIGHT_ARM.value + ActionMode.RELATIVE.value + JointType.QPOS.value,
+]
+SUPPORTED_EXTRA_VISION_TYPES = [
+    Modality.GEOMAP.value,
+    PrivilegeType.EXTEROCEPTION.value,
+    PrivilegeType.MASK.value,
+]
+
+
+def search_sub_str(sub_str: str, refs: List[str]):
+    ret = [False for _ in refs]
+    for i, ref in enumerate(refs):
+        ret[i] = sub_str in ref
+    return ret
+
+
+class ArmEnum(IntEnum):
+    LEFT_ARM_ONLY = 1
+    RIGHT_ARM_ONLY = 2
+    DUAL_ARM = 3
+
+
+class ArmName(Enum):
+    LEFT_ARM_ONLY = "left_arm"
+    RIGHT_ARM_ONLY = "right_arm"
+
+
+class SemanticMask(IntEnum):
+    BACKGROUND = 0
+    FOREGROUND = 1
+    ROBOT = 2
+
+
+def get_all_cond(suffix: str = "_cond") -> Dict[str, str]:
+    cond_dict = {}
+    for modality in Modality:
+        cond_dict[modality.value] = modality.value + suffix
+    for privilege in PrivilegeType:
+        cond_dict[privilege.value] = privilege.value + suffix
+    return cond_dict
+
+
+def is_dual_arms(dofs: int) -> bool:
+    return dofs > 10
+
+
+from collections import deque
+
+
+class HistoryChunks:
+    def __init__(self, history_len: int = 2) -> None:
+        self.deque = deque(maxlen=history_len)
+        self.history_len = history_len
+
+    def inqueue(self, data: ModalInput) -> None:
+        self.deque.append(data)
+
+    def __getitem__(
+        self,
+        index: int,
+    ) -> ModalInput:
+        return self.deque[index]
+
+    def __len__(
+        self,
+    ) -> int:
+        return len(self.deque)
+
+    def isfull(
+        self,
+    ) -> bool:
+        return len(self) == self.history_len
+
+    def get_list(
+        self,
+    ) -> List[ModalInput]:
+        return list(self.deque)
+
+    def clean(self) -> None:
+        self.deque.clear()
diff --git a/embodichain/data/global_indices.py b/embodichain/data/global_indices.py
new file mode 100644
index 00000000..518a2e4c
--- /dev/null
+++ b/embodichain/data/global_indices.py
@@ -0,0 +1,132 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+
+GLOBAL_INDICES = {
+    # [0, 10): right arm joint positions
+    **{"arm_joint_{}_pos".format(i): i for i in range(10)},
+    **{"right_arm_joint_{}_pos".format(i): i for i in range(10)},
+    # [10, 15): right gripper joint positions
+    **{"gripper_joint_{}_pos".format(i): i + 10 for i in range(5)},
+    **{"right_gripper_joint_{}_pos".format(i): i + 10 for i in range(5)},
+    "gripper_open": 10,  # alias of right_gripper_joint_0_pos
+    "right_gripper_open": 10,
+    # [15, 25): right arm joint velocities
+    **{"arm_joint_{}_vel".format(i): i + 15 for i in range(10)},
+    **{"right_arm_joint_{}_vel".format(i): i + 15 for i in range(10)},
+    # [25, 30): right gripper joint velocities
+    **{"gripper_joint_{}_vel".format(i): i + 25 for i in range(5)},
+    **{"right_gripper_joint_{}_vel".format(i): i + 25 for i in range(5)},
+    "gripper_open_vel": 25,  # alias of right_gripper_joint_0_vel
+    "right_gripper_open_vel": 25,
+    # [30, 33): right end effector positions
+    "eef_pos_x": 30,
+    "right_eef_pos_x": 30,
+    "eef_pos_y": 31,
+    "right_eef_pos_y": 31,
+    "eef_pos_z": 32,
+    "right_eef_pos_z": 32,
+    # [33, 39): right end effector 6D pose
+    "eef_angle_0": 33,
+    "right_eef_angle_0": 33,
+    "eef_angle_1": 34,
+    "right_eef_angle_1": 34,
+    "eef_angle_2": 35,
+    "right_eef_angle_2": 35,
+    "eef_angle_3": 36,
+    "right_eef_angle_3": 36,
+    "eef_angle_4": 37,
+    "right_eef_angle_4": 37,
+    "eef_angle_5": 38,
+    "right_eef_angle_5": 38,
+    # [39, 42): right end effector velocities
+    "eef_vel_x": 39,
+    "right_eef_vel_x": 39,
+    "eef_vel_y": 40,
+    "right_eef_vel_y": 40,
+    "eef_vel_z": 41,
+    "right_eef_vel_z": 41,
+    # [42, 45): right end effector angular velocities
+    "eef_angular_vel_roll": 42,
+    "right_eef_angular_vel_roll": 42,
+    "eef_angular_vel_pitch": 43,
+    "right_eef_angular_vel_pitch": 43,
+    "eef_angular_vel_yaw": 44,
+    "right_eef_angular_vel_yaw": 44,
+    # [45, 50): reserved
+    # [50, 60): left arm joint positions
+    **{"left_arm_joint_{}_pos".format(i): i + 50 for i in range(10)},
+    # [60, 65): left gripper joint positions
+    **{"left_gripper_joint_{}_pos".format(i): i + 60 for i in range(5)},
+    "left_gripper_open": 60,  # alias of left_gripper_joint_0_pos
+    # [65, 75): left arm joint velocities
+    **{"left_arm_joint_{}_vel".format(i): i + 65 for i in range(10)},
+    # [75, 80): left gripper joint velocities
+    **{"left_gripper_joint_{}_vel".format(i): i + 75 for i in range(5)},
+    "left_gripper_open_vel": 75,  # alias of left_gripper_joint_0_vel
+    # [80, 83): left end effector positions
+    "left_eef_pos_x": 80,
+    "left_eef_pos_y": 81,
+    "left_eef_pos_z": 82,
+    # [83, 89): left end effector 6D pose
+    "left_eef_angle_0": 83,
+    "left_eef_angle_1": 84,
+    "left_eef_angle_2": 85,
+    "left_eef_angle_3": 86,
+    "left_eef_angle_4": 87,
+    "left_eef_angle_5": 88,
+    # [89, 92): left end effector velocities
+    "left_eef_vel_x": 89,
+    "left_eef_vel_y": 90,
+    "left_eef_vel_z": 91,
+    # [92, 95): left end effector angular velocities
+    "left_eef_angular_vel_roll": 92,
+    "left_eef_angular_vel_pitch": 93,
+    "left_eef_angular_vel_yaw": 94,
+    # [95, 100): reserved
+    # [100, 102): base linear velocities
+    "base_vel_x": 100,
+    "base_vel_y": 101,
+    # [102, 103): base angular velocities
+    "base_angular_vel": 102,
+    # [103, 115): dextrous hand joint positions
+    **{"left_hand_joint_{}_pos".format(i): i + 103 for i in range(6)},
+    **{"right_hand_joint_{}_pos".format(i): i + 109 for i in range(6)},
+    # [115, 119): torso joint positions
+    **{"torso_joint_{}_pos".format(i): i + 115 for i in range(4)},
+    # [119, 121): head joint positions
+    **{"head_joint_{}_pos".format(i): i + 119 for i in range(2)},
+    "waist": 115,
+    # [121, 123): head joint velocities
+    **{"head_joint_{}_vel".format(i): i + 121 for i in range(2)},
+    "waist_vel": 113,
+    # [124, 128): reserved
+}
+
+
+STATE_VEC_LEN = 128
+
+
+def get_all_left_related_indices(including_end: bool = True):
+    if including_end:
+        return np.arange(50, 128, step=1)
+    else:
+        return np.arange(50, 100)
+
+
+def get_all_right_related_indices():
+    return np.arange(0, 50)
diff --git a/embodichain/data/global_mapping.py b/embodichain/data/global_mapping.py
new file mode 100644
index 00000000..24ebcb34
--- /dev/null
+++ b/embodichain/data/global_mapping.py
@@ -0,0 +1,161 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from embodichain.data.enum import (
+    ControlParts,
+    ActionMode,
+    EndEffector,
+    JointType,
+    EefType,
+    is_dual_arms,
+)
+from embodichain.data.global_indices import GLOBAL_INDICES
+import numpy as np
+from typing import List
+
+
+class GlobalMapping:
+    def __init__(self, dof: int):
+        self_attrs = GlobalMapping.__dict__
+        num_arm = 2 if is_dual_arms(dofs=dof) else 1
+        single_dof = dof // num_arm
+        function_dict = {}
+        for k, v in self_attrs.items():
+            if isinstance(v, staticmethod) and "__" not in k:
+                function_dict.update(v.__func__(dof=single_dof, num_arm=num_arm))
+        self.mapping_from_name_to_indices = function_dict
+
+    @staticmethod
+    def get_qpos_indices(dof: int, num_arm, **kwrags):
+
+        return {
+            ControlParts.LEFT_ARM.value
+            + JointType.QPOS.value: [
+                GLOBAL_INDICES[f"left_arm_joint_{i}_pos"] for i in range(dof)
+            ],
+            ControlParts.RIGHT_ARM.value
+            + JointType.QPOS.value: [
+                GLOBAL_INDICES[f"right_arm_joint_{i}_pos"] for i in range(dof)
+            ],
+            ControlParts.HEAD.value
+            + JointType.QPOS.value: [
+                GLOBAL_INDICES["head_joint_{}_pos".format(i)] for i in range(2)
+            ],
+            ControlParts.WAIST.value + JointType.QPOS.value: [GLOBAL_INDICES["waist"]],
+        }
+
+    @staticmethod
+    def get_gripper_open_state_indices(num_arm, **kwrags):
+        return {
+            ControlParts.LEFT_EEF.value
+            + EndEffector.GRIPPER.value: [GLOBAL_INDICES["left_gripper_open"]],
+            ControlParts.RIGHT_EEF.value
+            + EndEffector.GRIPPER.value: [GLOBAL_INDICES["right_gripper_open"]],
+        }
+
+    @staticmethod
+    def get_hand_qpos_indices(num_arm: int, hand_dof: int = 6, **kwrags):
+        return {
+            ControlParts.LEFT_EEF.value
+            + EndEffector.DEXTROUSHAND.value: [
+                GLOBAL_INDICES[f"left_hand_joint_{i}_pos"] for i in range(hand_dof)
+            ],
+            ControlParts.RIGHT_EEF.value
+            + EndEffector.DEXTROUSHAND.value: [
+                GLOBAL_INDICES[f"right_hand_joint_{i}_pos"] for i in range(hand_dof)
+            ],
+        }
+
+    @staticmethod
+    def get_gripper_open_vel_indices(num_arm, **kwrags):
+        return {
+            ControlParts.LEFT_EEF.value
+            + ActionMode.RELATIVE.value
+            + EndEffector.GRIPPER.value: [GLOBAL_INDICES["left_gripper_open_vel"]],
+            ControlParts.RIGHT_EEF.value
+            + ActionMode.RELATIVE.value
+            + EndEffector.GRIPPER.value: [GLOBAL_INDICES["right_gripper_open_vel"]],
+        }
+
+    @staticmethod
+    def get_delta_qpos_indices(dof: int, num_arm, **kwrags):
+        return {
+            ControlParts.LEFT_ARM.value
+            + ActionMode.RELATIVE.value
+            + JointType.QPOS.value: [
+                GLOBAL_INDICES[f"left_arm_joint_{i}_vel"] for i in range(dof)
+            ],
+            ControlParts.RIGHT_ARM.value
+            + ActionMode.RELATIVE.value
+            + JointType.QPOS.value: [
+                GLOBAL_INDICES[f"right_arm_joint_{i}_vel"] for i in range(dof)
+            ],
+            ControlParts.HEAD.value
+            + ActionMode.RELATIVE.value
+            + JointType.QPOS.value: [
+                GLOBAL_INDICES["head_joint_{}_vel".format(i)] for i in range(2)
+            ],
+            ControlParts.WAIST.value
+            + ActionMode.RELATIVE.value
+            + JointType.QPOS.value: [GLOBAL_INDICES["waist_vel"]],
+        }
+
+    @staticmethod
+    def get_eef_pose_indices(num_arm, **kwrags):
+        return {
+            ControlParts.LEFT_ARM.value
+            + EefType.POSE.value: [
+                GLOBAL_INDICES["left_eef_pos_x"],
+                GLOBAL_INDICES["left_eef_pos_y"],
+                GLOBAL_INDICES["left_eef_pos_z"],
+                GLOBAL_INDICES["left_eef_angle_0"],
+                GLOBAL_INDICES["left_eef_angle_1"],
+                GLOBAL_INDICES["left_eef_angle_2"],
+                GLOBAL_INDICES["left_eef_angle_3"],
+                GLOBAL_INDICES["left_eef_angle_4"],
+                GLOBAL_INDICES["left_eef_angle_5"],
+            ],
+            ControlParts.RIGHT_ARM.value
+            + EefType.POSE.value: [
+                GLOBAL_INDICES["right_eef_pos_x"],
+                GLOBAL_INDICES["right_eef_pos_y"],
+                GLOBAL_INDICES["right_eef_pos_z"],
+                GLOBAL_INDICES["right_eef_angle_0"],
+                GLOBAL_INDICES["right_eef_angle_1"],
+                GLOBAL_INDICES["right_eef_angle_2"],
+                GLOBAL_INDICES["right_eef_angle_3"],
+                GLOBAL_INDICES["right_eef_angle_4"],
+                GLOBAL_INDICES["right_eef_angle_5"],
+            ],
+        }
+
+    def get_indices(self, state_meta: List[str]):
+        state_indices = []
+
+        for proprio_name in state_meta:
+            state_indices += self.mapping_from_name_to_indices[proprio_name]
+
+        return state_indices
+
+    def ret_all_state(
+        self,
+    ):
+        state_indices = []
+
+        for val in self.mapping_from_name_to_indices.values():
+            state_indices += val
+
+        return state_indices
diff --git a/embodichain/lab/__init__.py b/embodichain/lab/__init__.py
new file mode 100644
index 00000000..e66036ce
--- /dev/null
+++ b/embodichain/lab/__init__.py
@@ -0,0 +1,19 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from . import sim
+from . import gym
+from . import devices
diff --git a/embodichain/lab/devices/__init__.py b/embodichain/lab/devices/__init__.py
new file mode 100644
index 00000000..29525240
--- /dev/null
+++ b/embodichain/lab/devices/__init__.py
@@ -0,0 +1,17 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .device import Device
diff --git a/embodichain/lab/devices/device.py b/embodichain/lab/devices/device.py
new file mode 100644
index 00000000..4e75cd9c
--- /dev/null
+++ b/embodichain/lab/devices/device.py
@@ -0,0 +1,44 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import abc  # for abstract base class definitions
+
+
+class Device(metaclass=abc.ABCMeta):
+    """
+    Base class for all robot controllers.
+    Defines basic interface for all controllers to adhere to.
+    """
+
+    @abc.abstractmethod
+    def start_control(self):
+        """
+        Method that should be called externally before controller can
+        start receiving commands.
+        """
+        raise NotImplementedError
+
+    @abc.abstractmethod
+    def stop_control(self):
+        """
+        Method that should be called externally to stop the controller.
+        """
+        raise NotImplementedError
+
+    @abc.abstractmethod
+    def get_controller_state(self):
+        """Returns the current state of the device, a dictionary of pos, orn, grasp, and reset."""
+        raise NotImplementedError
diff --git a/embodichain/lab/gym/__init__.py b/embodichain/lab/gym/__init__.py
new file mode 100644
index 00000000..eae2638c
--- /dev/null
+++ b/embodichain/lab/gym/__init__.py
@@ -0,0 +1,18 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from . import envs
+from . import utils
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
new file mode 100644
index 00000000..286d7824
--- /dev/null
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -0,0 +1,31 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .base_env import *
+from .embodied_env import *
+from .tasks import *
+from .wrapper import *
+
+from embodichain.lab.gym.envs.embodied_env import EmbodiedEnv
+
+# Specific task environments
+from embodichain.lab.gym.envs.tasks.tableware.pour_water.pour_water import (
+    PourWaterEnv,
+)
+from embodichain.lab.gym.envs.tasks.tableware.scoop_ice import ScoopIce
+
+# Reinforcement learning environments
+from embodichain.lab.gym.envs.tasks.rl.push_cube import PushCubeEnv
diff --git a/embodichain/lab/gym/envs/action_bank/configurable_action.py b/embodichain/lab/gym/envs/action_bank/configurable_action.py
new file mode 100644
index 00000000..9c285aa5
--- /dev/null
+++ b/embodichain/lab/gym/envs/action_bank/configurable_action.py
@@ -0,0 +1,1472 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+import networkx as nx
+from copy import deepcopy
+from typing import Dict, Tuple, Union, List, Callable, Any, Optional
+from tqdm import tqdm
+
+import torch
+import matplotlib.pyplot as plt
+from functools import partial
+from embodichain.utils.math import pose_inv
+from embodichain.utils.logger import log_info, log_warning, log_error
+from embodichain.lab.sim.cfg import MarkerCfg
+from embodichain.lab.gym.utils.misc import resolve_env_params, _data_key_to_control_part
+from embodichain.data.enum import Hints, EefExecute
+from .utils import generate_affordance_from_src, get_init_affordance
+import functools
+
+
+# https://stackoverflow.com/questions/41834530/how-to-make-python-decorators-work-like-a-tag-to-make-function-calls-by-tag
+class TagDecorator(object):
+    def __init__(self, tagName):
+        self.functions = {}
+        self.tagName = tagName
+
+    def __str__(self):
+        return "<TagDecorator {tagName}>".format(tagName=self.tagName)
+
+    def __call__(self, f):
+        # class_key = f"{f.__module__}.{f.__qualname__.rsplit('.', 1)[0]}"
+        class_name = f.__qualname__.split(".")[0]
+        if class_name in self.functions.keys():
+            self.functions[class_name].update({f.__name__: f})
+        else:
+            self.functions.update({class_name: {f.__name__: f}})
+        return f
+
+
+@functools.lru_cache(maxsize=None)  # memoization
+def get_func_tag(tagName):
+    return TagDecorator(tagName)
+
+
+tag_node = get_func_tag("node")
+tag_edge = get_func_tag("edge")
+
+
+class ActionBank:
+    _function_type: Dict[str, Callable]
+
+    def __init__(self, conf: Dict):
+        # 轨迹可以是qpos或者xpos，不同方法检查一下shape，每个姿态qpos是1维（16维），xpos是2维（4x4的矩阵）
+        self.conf = conf
+
+    @property
+    def vis_gantt(self):
+        return self.conf.get("misc", {}).get("vis_gantt", False)
+
+    @property
+    def vis_graph(self):
+        return self.conf.get("misc", {}).get("vis_graph", False)
+
+    @property
+    def warpping(self):
+        return self.conf.get("misc", {}).get("warpping", True)
+
+    @staticmethod
+    def get_function_name(input: Dict) -> str:
+        """
+        Retrieve the function name from the input dictionary.
+
+        This method assumes that the input dictionary contains exactly one key,
+        which represents the function name. If the dictionary contains more than
+        one key, a ValueError is raised.
+
+        Args:
+            input (Dict): A dictionary with a single key representing the function name.
+
+        Returns:
+            str: The function name extracted from the dictionary.
+
+        Raises:
+            ValueError: If the input dictionary contains zero or more than one key.
+        """
+        if len(list(input.keys())) != 1:
+            raise ValueError(
+                "The input dict {} has invalid keys {}.".format(
+                    input, list(input.keys())
+                )
+            )
+
+        return list(input.keys())[0]
+
+    def get_scope_names(
+        self,
+    ) -> List[str]:
+        return list(self.conf["scope"].keys())
+
+    def get_node_names(self, bool_attr_name: str = None) -> Dict[str, List[str]]:
+        scopes = self.get_scope_names()
+        nodes = self.conf["node"]
+        node_names = {}
+        for scope in scopes:
+            node_names[scope] = []
+            for node in nodes[scope]:
+                if bool_attr_name is not None:
+                    if node[self.get_function_name(node)].get(bool_attr_name, False):
+                        function_name = ActionBank.get_function_name(node)
+                        node_names[scope].append(function_name)
+        return node_names
+
+    def graph2id(self, type: str = "node") -> Dict[str, Dict[str, str]]:
+        scopes = self.get_scope_names()
+        nodes = self.conf[type]
+        graph_2_id = {}
+        for scope in scopes:
+            graph_2_id[scope] = {}
+            for i, node in enumerate(nodes[scope]):
+                function_name = ActionBank.get_function_name(node)
+                graph_2_id[scope].update({function_name: i})
+        return graph_2_id
+
+    def get_edge_names(self, node_name: str = None) -> Dict[str, List[Dict[str, str]]]:
+        scopes = self.get_scope_names()
+        edges = self.conf["edge"]
+        edge_names = {}
+        for i, key in enumerate(scopes):
+            edge_names[key] = []
+            for edge in edges[key]:
+                function_name = ActionBank.get_function_name(edge)
+                src = edge[function_name]["src"]
+                sink = edge[function_name]["sink"]
+                temp = {"name": function_name, "src": src, "sink": sink}
+                edge_names[key].append(temp)
+        if node_name is None:
+            return edge_names
+        else:
+            filtered_edge_names = {}
+            for scope, edge_list in edge_names.items():
+                filtered_edge_names[scope] = [
+                    edge
+                    for edge in edge_list
+                    if edge["src"] == node_name or edge["sink"] == node_name
+                ]
+            return filtered_edge_names
+
+    def _infer_fill_type(self, scope: str, label: str, edge_cfg: Dict) -> str:
+        # 1) explicit in config
+        ft = edge_cfg.get("fill_type", None)
+        # 2) built-in eef rules
+        fn = edge_cfg.get("name", None)
+        if fn in {EefExecute.OPEN.value, EefExecute.CLOSE.value}:
+            return "still"
+        # 3) explicit wins; otherwise default
+        return ft if ft in ("still", "scalable") else "still"
+
+    def _get_unit_pairs(self, legends: List[str]) -> Dict[str, str]:
+        """
+        Return a symmetric map executor -> partner within the same unit (arm+eef).
+        Priority:
+          1) explicit config: self.conf["misc"]["unit_pairs"] = [["right_arm","right_eefhand"], ["left_arm","left_eefhand"], ...]
+          2) heuristic by side-prefix and name hints ('arm' vs 'eef'/'hand'/'gripper')
+        """
+        pairs: Dict[str, str] = {}
+
+        # 1) explicit mapping if provided
+        explicit = self.conf.get("misc", {}).get("unit_pairs", None)
+        if explicit:
+            for a, b in explicit:
+                if a in legends and b in legends:
+                    pairs[a] = b
+                    pairs[b] = a
+
+        # 2) heuristic fallback
+        def side_key(name: str) -> str:
+            # prefer token before '_' or '-', else prefix match
+            if "_" in name:
+                return name.split("_", 1)[0]
+            if "-" in name:
+                return name.split("-", 1)[0]
+            for pref in ("left", "right", "L", "R"):
+                if name.lower().startswith(pref.lower()):
+                    return pref
+            return ""
+
+        eef_hints = Hints.EEF.value
+        arm_hints = Hints.ARM.value
+
+        from collections import defaultdict
+
+        by_side = defaultdict(list)
+        for n in legends:
+            by_side[side_key(n)].append(n)
+
+        for _, names in by_side.items():
+            arms = [n for n in names if any(h in n.lower() for h in arm_hints)]
+            eefs = [n for n in names if any(h in n.lower() for h in eef_hints)]
+            # pair the first unmatched arm with the first unmatched eef
+            for a in arms:
+                if a in pairs:
+                    continue
+                partner = next((e for e in eefs if e not in pairs), None)
+                if partner:
+                    pairs[a] = partner
+                    pairs[partner] = a
+
+        return pairs
+
+    def _apply_bubble_filling(self, packages, taskkey2index):
+        from collections import defaultdict
+
+        if not packages:
+            return packages
+
+        # group by executor
+        per_legend = defaultdict(list)
+        for p in packages:
+            per_legend[p["legend"]].append(p)
+        for lg in per_legend:
+            per_legend[lg].sort(key=lambda x: (x["start"], x["end"]))
+
+        legends = list(per_legend.keys())
+        unit_pairs = self._get_unit_pairs(legends)
+
+        # fill_type lookup
+        fill_type = {}
+        for scope, scope_edges in self.conf.get("edge", {}).items():
+            for edge in scope_edges:
+                lbl = list(edge.keys())[0]
+                fill_type[lbl] = edge[lbl].get("fill_type", "still")
+
+        label2pkg = {p["label"]: p for p in packages}
+        global_end = max(p["end"] for p in packages)
+
+        def first_start_at_or_after(seq, t):
+            for pkg in seq:
+                if pkg["start"] >= t:
+                    return pkg["start"]
+            return global_end
+
+        # optional sync boundary (unchanged)
+        dep_of = defaultdict(list)
+        for e_label, s in self.conf.get("sync", {}).items():
+            for d in s.get("depend_tasks", []):
+                dep_of[d].append(e_label)
+
+        def sync_boundary_for(lbl):
+            deps = dep_of.get(lbl, [])
+            if not deps:
+                return None
+            starts = [label2pkg[d]["start"] for d in deps if d in label2pkg]
+            return max(starts) if starts else None
+
+        # unit-aware filling
+        for lg, seq in per_legend.items():
+            partner = unit_pairs.get(lg, None)
+            partner_seq = per_legend.get(partner, []) if partner else []
+
+            # middle gaps
+            for i in range(len(seq) - 1):
+                curr, nxt = seq[i], seq[i + 1]
+                if curr["end"] < nxt["start"]:
+                    cap_local = nxt["start"]
+                    cap_partner = (
+                        first_start_at_or_after(partner_seq, curr["end"])
+                        if partner_seq
+                        else global_end
+                    )
+                    cap_sync = sync_boundary_for(curr["label"])
+                    cap = (
+                        min(cap_local, cap_partner, cap_sync)
+                        if cap_sync is not None
+                        else min(cap_local, cap_partner)
+                    )
+                    if cap > curr["end"]:
+                        curr["end"] = cap
+                        curr.setdefault(
+                            "fill_type", fill_type.get(curr["label"], "still")
+                        )
+
+            # tail gap: cap by partner’s next (≥ end), not global
+            if seq:
+                last = seq[-1]
+                cap_partner = (
+                    first_start_at_or_after(partner_seq, last["end"])
+                    if partner_seq
+                    else last["end"]
+                )
+                if cap_partner > last["end"]:
+                    last["end"] = cap_partner
+                    last.setdefault("fill_type", fill_type.get(last["label"], "still"))
+
+        return packages
+
+    def parse_network(
+        self,
+        node_functions: Dict[str, Callable],
+        edge_functions: Dict[str, Callable],
+        vis_graph: bool = False,
+    ) -> Tuple[nx.DiGraph, Dict[str, List], Dict[str, Tuple[int, int]]]:
+        """Construct a graph with self.conf["node"]&["edge"], and node_functions, edge_functions be its node generator and edge linker.
+
+        Return the constructed nx.DiGraph graph_compose,
+
+        and tasks_data = {"scope name" : [(scope_id=task_id, skill_duration_{i})]},
+
+        and taskkey2index = {"edge_name": (scope_id=task_id, edge_id=skill_id)}
+
+        Args:
+            node_functions (Dict[str, Callable]): A Dict consists of key-value pair that key be all nodes (affordance) name and value be its generating functions
+            edge_functions (Dict[str, Callable]): A Dict consists of key-value pair that key be all edges (skill, a part of a trajectory) name and value be its linker functions
+            vis_graph (bool, optional): Whether to show the graph or not. Defaults to True.
+
+        Returns:
+            graph_compose: A composed nx.DiGraph representing the graph defined in self.conf, while the node generators and edge linkers prepared,
+            tasks_data: A Dict consists of key-value pair that key be all scopes' names, and value be List(Tuple=(scope_id=task_id, skill_duration))
+            taskkey2index: A Dict consists of key-value pair that key be all edges' names, and value be Tuple=(scope_id=task_id, edge_id=skill_id)
+        """
+        nodes = self.conf.get("node", {})
+        edges = self.conf.get("edge", {})
+        graph_type = self.conf.get("scope", {})
+
+        graphs = {key: nx.DiGraph() for key in graph_type.keys()}
+        disjoint_names = {}
+        tasks_data = {}
+        taskkey2index = {}
+
+        # key2index = {}
+        edges_flatten = {}
+        for i, key in enumerate(graphs.keys()):
+            # key2index[key] = i
+            for j, edge in enumerate(edges[key]):
+                edge = deepcopy(edge)
+                taskkey2index[ActionBank.get_function_name(edge)] = (i, j)
+                edge["type"] = key
+                edges_flatten.update(edge)
+        for i, key in enumerate(graphs.keys()):
+            tasks_data[key] = []
+            for edge in edges[key]:
+                label = ActionBank.get_function_name(edge)  # edge label in config
+                cfg = edge[label]
+                src = cfg["src"]
+                sink = cfg["sink"]
+                kwargs = cfg.get("kwargs", {})
+                duration = cfg.get("duration", 0)
+                if not isinstance(duration, int):
+                    raise TypeError("Duration must be an integer.")
+
+                # function to call
+                fn_name = cfg.get("name", label)
+                # normalize and persist fill_type (default + built-in rules)
+                fill_type = self._infer_fill_type(key, label, cfg)
+
+                graphs[key].add_edge(
+                    src,
+                    sink,
+                    linker=partial(
+                        edge_functions[fn_name], **kwargs, duration=duration
+                    ),
+                    duration=duration,
+                    fill_type=fill_type,
+                    edge_label=label,
+                    scope=key,
+                )
+                tasks_data[key].append((i, duration))
+
+            for node in nodes[key]:
+                function_name = ActionBank.get_function_name(node)
+                if function_name in disjoint_names.keys():
+                    error_msg = f"Function {function_name} is already defined in {disjoint_names[function_name]} but re-defined in {key} again."
+                    log_error(error_msg)
+                disjoint_names.update({function_name: key})
+                graphs[key].add_node(
+                    function_name,
+                    generator=partial(
+                        node_functions[node[function_name]["name"]],
+                        **node[function_name]["kwargs"],
+                    ),
+                )
+
+        graph_compose = nx.DiGraph()
+        for key, graph in graphs.items():
+            if self.vis_graph or vis_graph:
+                nx.draw(graph, with_labels=True)
+                plt.show()
+            if graph_type[key]["type"] == "tree":
+                assert nx.is_tree(
+                    graph.to_undirected()
+                ), "{} graph is not tree.".format(key)
+
+            graph_compose = nx.compose(graph_compose, graph)
+
+        if self.vis_graph or vis_graph:
+            nx.draw(graph_compose, with_labels=True)
+            plt.show()
+
+        return graph_compose, tasks_data, taskkey2index
+
+    def gantt(
+        self,
+        tasks_data: Dict[str, List],
+        taskkey2index: Dict[str, int],
+        vis: bool = False,
+    ) -> Dict[str, Any]:
+        """Given tasks on different machines and skills within tasks that takes a specific duration, try to minimize the max length among task, while respecting:
+           Constraint 1: For skills of a same task, which occupied a same machine, do not overlap with each other.
+           Constraint 2: For skills of a same task, the start time of skill should not surpass the end time of the before skill
+           Constraint 3: For sync edges define in self.conf["sync"], which defined a skill, its start time should not surpass the end time of the depend skill.
+           with a set of start and end time of all skills. Then draw the gantt with the solution, return the solution packages with start and end time of each edge.
+
+        Args:
+            tasks_data (Dict[str, List]): A Dict consists of key-value pair that key be all scopes' names, and value be List(Tuple=(scope_id=task_id, skill_duration))
+            taskkey2index (Dict[str, int]): A Dict consists of key-value pair that key be all edges' names, and value be Tuple=(scope_id=task_id, edge_id=skill_id)
+            vis (bool, optional): Whether to visualize the gantt or not. Defaults to False.
+
+        Returns:
+            packages Dict[str, Any]:
+                {
+                    "total_num": int(solver.objective_value)=max length of a task (among tasks = scopes = machines = executors),
+                    "packages": packages=List(Dict=assigned_task={
+                        "labels": edge_name,
+                        "start" : edge.start
+                        "end": edge.start + edge.duration
+                        "legend": task_name
+                        "color": color representing the task_id, the former the bluer
+                    }
+                )
+            }
+        """
+        import collections
+
+        # https://developers.google.com/optimization/scheduling/task_shop?hl=zh-cn
+        from ortools.sat.python import cp_model
+
+        machines_count = len(list(tasks_data.keys()))
+        all_machines = range(machines_count)
+        # Computes horizon dynamically as the sum of all durations.
+        id2key = {i: key for i, key in enumerate(tasks_data.keys())}
+        tasks_data = list(tasks_data.values())
+
+        horizon = sum(skill[1] for task in tasks_data for skill in task)
+        model = cp_model.CpModel()
+        # Named tuple to store information about created variables.
+        skill_type = collections.namedtuple("skill_type", "start end interval")
+
+        # Creates task intervals and add to the corresponding machine lists.
+        all_skills = {}
+        machine_to_intervals = collections.defaultdict(list)
+
+        for task_id, task in enumerate(tasks_data):
+            for skill_id, skill in enumerate(task):
+                machine, duration = skill
+                suffix = f"_{task_id}_{skill_id}"
+                start_var = model.new_int_var(0, horizon, "start" + suffix)
+                end_var = model.new_int_var(0, horizon, "end" + suffix)
+                interval_var = model.new_interval_var(
+                    start_var, duration, end_var, "interval" + suffix
+                )
+                all_skills[task_id, skill_id] = skill_type(
+                    start=start_var, end=end_var, interval=interval_var
+                )
+                machine_to_intervals[machine].append(interval_var)
+
+        # Create and add disjunctive constraints for each machine.
+        for machine in all_machines:
+            model.add_no_overlap(machine_to_intervals[machine])
+
+        # Precedences inside a task.
+        for task_id, task in enumerate(tasks_data):
+            for skill_id in range(len(task) - 1):
+                model.add(
+                    all_skills[task_id, skill_id + 1].start
+                    >= all_skills[task_id, skill_id].end
+                )
+
+        sync_edges = self.conf["sync"]
+        for edge_name in sync_edges.keys():
+            task_id, skill_id = taskkey2index[edge_name]
+            for depend_task in sync_edges[edge_name]["depend_tasks"]:
+                before_task_id, before_skill_id = taskkey2index[depend_task]
+                model.add(
+                    all_skills[task_id, skill_id].start
+                    >= all_skills[before_task_id, before_skill_id].end
+                )
+
+        # Makespan objective.
+        obj_var = model.new_int_var(0, horizon, "makespan")
+
+        max_equality = []
+        for task_id, task in enumerate(tasks_data):
+            if len(task) != 0:
+                max_equality.append(all_skills[task_id, len(task) - 1].end)
+
+        model.add_max_equality(obj_var, max_equality)
+        model.minimize(obj_var)
+        solver = cp_model.CpSolver()
+        status = solver.solve(model)
+
+        packages = []
+        if status == cp_model.OPTIMAL or status == cp_model.FEASIBLE:
+            # Create one list of assigned skills per machine.
+            n = len(list(id2key.keys()))
+            color = [(1 - i / n, 0, i / n) for i in range(n)]
+            keys_ = list(taskkey2index.keys())
+            values_ = list(taskkey2index.values())
+            for task_id, task in enumerate(tasks_data):
+                for skill_id, skill in enumerate(task):
+                    machine = skill[0]
+                    duration = skill[1]
+                    start = solver.value(all_skills[task_id, skill_id].start)
+
+                    assigned_task = {}
+                    assigned_task["label"] = keys_[values_.index((task_id, skill_id))]
+                    assigned_task["start"] = start
+                    assigned_task["end"] = start + duration
+                    assigned_task["legend"] = id2key[task_id]
+                    assigned_task["color"] = color[task_id]
+                    packages.append(assigned_task)
+
+            # Finally print the solution found.
+            log_warning(f"Optimal Schedule Length: {solver.objective_value}")
+        else:
+            log_error("No solution found.")
+
+        packages = self._apply_bubble_filling(packages, taskkey2index)
+
+        new_total = max((p["end"] for p in packages), default=0)
+
+        if self.vis_gantt or vis:
+            from embodichain.utils.visualizer import Gantt
+
+            draw_gantt_data = {
+                "title": " Sample GANTT",
+                "xlabel": "Trajectory (steps)",
+                "packages": packages,
+            }
+            g = Gantt(draw_gantt_data)
+            g.render()
+            g.show()
+
+        return {"total_num": int(new_total), "packages": packages}
+
+    def initialize_action_list(
+        self, env, action_list, executor: str, executor_init_info: Dict
+    ) -> np.ndarray:
+        """
+        Initialize the action list for a specific executor.
+
+        This method initializes the action trajectory for the given executor based on the provided initialization information.
+        The initialization can be done using predefined qpos values or the current qpos of the executor.
+
+        Args:
+            self (ActionBank): The ActionBank instance.
+            env (object): The environment instance containing executor and affordance data.
+            action_list (np.ndarray): A numpy array of shape (T, qpos_dim), representing the uninitialized action trajectory for the executor.
+            executor (str): The name of the executor (e.g., "left_arm", "right_arm").
+            executor_init_info (Dict): A dictionary containing initialization information for the executor, such as method and parameters.
+
+        Returns:
+            np.ndarray: The initialized action list for the executor.
+        """
+
+        def initialize_with_given_qpos(action_list, executor, executor_init_info, env):
+            given_qpos = executor_init_info.get("kwargs", {}).get("given_qpos", None)
+            if given_qpos is None:
+                log_warning(
+                    "No given_qpos is provided for initialize_with_given_qpos. Using {}.".format(
+                        get_init_affordance(executor)
+                    )
+                )
+                given_qpos = env.affordance_datas[get_init_affordance(executor)]
+
+            executor_qpos_dim = action_list[executor].shape[0]
+            given_qpos = np.asarray(given_qpos)
+            if len(given_qpos.shape) != 1:
+                log_warning(
+                    f"Shape of given init qpos should be (1,), but got {given_qpos.shape} with length {len(given_qpos.shape)}. Using 0-th element with {given_qpos.shape[-1]}."
+                )
+                last_ids = (0,) * (given_qpos.ndim - 1) + (Ellipsis,)
+                given_qpos = given_qpos[last_ids]
+
+            if given_qpos.shape[0] != executor_qpos_dim:
+                log_error(
+                    f"Shape of given init qpos should be {(executor_qpos_dim,)}, but got {given_qpos.shape[0]}."
+                )
+
+            init_node_name = executor_init_info.get(
+                "init_node_name", f"{executor}_init_qpos"
+            )
+            if (
+                len(init_node_name) > 0
+            ):  # so if you don't need to inject it, just assign the "init_node_name" to be "" in action_config
+                env.affordance_datas[init_node_name] = given_qpos
+            action_list[executor][:, 0] = given_qpos
+
+            return action_list
+
+        def initialize_with_current_qpos(
+            action_list, executor, executor_init_info, env
+        ):
+            # TODO: Hard to get current qpos for multi-agent env
+            current_qpos = env.robot.get_qpos()
+            joint_ids = env.robot.get_joint_ids(name=get_control_part(env, executor))
+            if current_qpos.ndim == 2 and current_qpos.shape[0] == 1:
+                current_qpos = current_qpos[0]
+            current_qpos = current_qpos[joint_ids].cpu()
+
+            executor_qpos_dim = action_list[executor].shape[0]
+
+            # NOTE: hard code!
+            current_qpos = current_qpos[:executor_qpos_dim]
+
+            if current_qpos.shape[0] != executor_qpos_dim:
+                log_error(
+                    f"Shape of given init qpos should be {(executor_qpos_dim,)}, but got {current_qpos.shape[0]}."
+                )
+
+            init_node_name = executor_init_info.get(
+                "init_node_name", f"{executor}_init_qpos"
+            )
+            if (
+                len(init_node_name) > 0
+            ):  # so if you don't need to inject it, just assign the "init_node_name" to be "" in action_config
+                env.affordance_datas[init_node_name] = current_qpos
+            action_list[executor][:, 0] = current_qpos
+
+            return action_list
+
+        INIT_METHOD_MAPPING = {
+            "given_qpos": initialize_with_given_qpos,
+            "current_qpos": initialize_with_current_qpos,
+        }
+
+        init_method = executor_init_info.get("method", "current_qpos")
+
+        if init_method is None:
+            log_warning(
+                f"No init method provided in action config for executor {executor}, please check. Skipping.."
+            )
+            return action_list
+        if init_method not in INIT_METHOD_MAPPING:
+            log_warning(
+                f"Provided init method action config for executor {executor}: {init_method} is not accomplished yet, please check. Skipping.."
+            )
+            return action_list
+        else:
+            init_func = INIT_METHOD_MAPPING[init_method]
+            action_list = init_func(action_list, executor, executor_init_info, env)
+
+        return action_list
+
+    @staticmethod
+    @tag_node
+    @resolve_env_params
+    def generate_affordances_from_src(env, affordance_infos: List[Dict]) -> bool:
+        for affordance_info in affordance_infos:
+            src_key = affordance_info["src_key"]
+            dst_key = affordance_info["dst_key"]
+            valid_funcs_name_kwargs_proc = affordance_info[
+                "valid_funcs_name_kwargs_proc"
+            ]
+            to_array = env.action_bank.warpping
+
+            ret = generate_affordance_from_src(
+                env, src_key, dst_key, valid_funcs_name_kwargs_proc, to_array
+            )
+            if not ret:
+                return False
+        return True
+
+    def _prepare_warpping(self, env):
+        if hasattr(env, "affordance_datas"):
+            for affordance_name, affordance_value in env.affordance_datas.items():
+                # NOTE: take only first arena's affordance data
+                if affordance_value.ndim == 3:
+                    affordance_value = affordance_value[0]
+                if isinstance(affordance_value, torch.Tensor):
+                    affordance_value = np.asarray(affordance_value.cpu())
+                env.affordance_datas[affordance_name] = affordance_value
+        else:
+            log_warning("No env.affordance_datas, skip _prepare_warpping..")
+
+    def create_action_list(
+        self, env, graph_compose: nx.DiGraph, packages: List[Dict], **kwargs
+    ) -> Dict:
+        """Create an action list based on the given environment, graph, and packages.
+
+        Args:
+            env (embodichain.lab.gym.envs.BaseEnv): The environment instance.
+            graph_compose (nx.DiGraph): The composed graph containing nodes and edges.
+            packages (List[Dict]): The task packages with scheduling information.
+
+        Returns:
+            Dict: The generated action list for all executors.
+        """
+
+        def initialize_action_list(
+            scope: Dict, total_num: int
+        ) -> Tuple[Dict, Dict, Dict]:
+            """Initialize action list and related variables."""
+            action_list = {}
+            end_time = {}
+            in_working = {}
+
+            for executor in scope.keys():
+                end_time[executor] = 0
+                in_working[executor] = False
+
+                action_list[executor] = np.zeros(
+                    tuple(scope[executor]["dim"]) + (total_num,),
+                    dtype=getattr(np, scope[executor]["dtype"]),
+                )
+
+                init_info = scope[executor].get("init", {})
+                action_list = self.initialize_action_list(
+                    env, action_list, executor, init_info
+                )
+
+            return action_list, end_time, in_working
+
+        def generate_nodes(graph_compose: nx.DiGraph, nodes: Dict) -> bool:
+            """Generate nodes using the graph's node generators."""
+            node_generators = nx.get_node_attributes(graph_compose, "generator")
+
+            failed_nodes = []
+            log_info("Action bank start node generation for action graph...")
+            for node_dict_list in nodes.values():
+                for node in node_dict_list:
+                    node_name = list(node.keys())[0]
+                    try:
+                        log_info(f"\tGenerating node '{node_name}' .")
+                        ret = node_generators[node_name](env, **kwargs)
+                        if not ret:
+                            log_warning(f"Node '{node_name}' generation fails.")
+                            failed_nodes.append(node_name)
+                    except KeyError as e:
+                        log_warning(
+                            f"[KeyError] '{node_name}': {e}. Node generator might be missing or invalid."
+                        )
+                        failed_nodes.append(node_name)
+                    except AttributeError as e:
+                        log_warning(
+                            f"[AttributeError] '{node_name}': {e}. Missing required attributes in environment."
+                        )
+                        failed_nodes.append(node_name)
+                    except TypeError as e:
+                        log_warning(
+                            f"[TypeError] '{node_name}': {e}. Check input data types."
+                        )
+                        failed_nodes.append(node_name)
+                    except ValueError as e:
+                        log_warning(
+                            f"[ValueError] '{node_name}': {e}. Check input values."
+                        )
+                        failed_nodes.append(node_name)
+                    except Exception as e:
+                        log_warning(
+                            f"[UnexpectedError] '{node_name}': {e}. Debug dependencies or implementation."
+                        )
+                        failed_nodes.append(node_name)
+            if failed_nodes:
+                log_warning(f"Failed to generate the following nodes: {failed_nodes}")
+                return False
+
+            log_info(
+                f"Node generation is finished. Total nodes generated: {sum(len(v) for v in nodes.values())}."
+            )
+            return True
+
+        def generate_edges(
+            total_num: int,
+            all_executors: List[str],
+            edges_flatten: Dict,
+            node_linkers: Dict,
+        ) -> None:
+            """
+            Generate edges and populate the action list for all executors.
+
+            Args:
+                total_num (int): The total number of time steps for the action list.
+                all_executors (List[str]): A list of executor names (e.g., "left_arm", "right_arm").
+                edges_flatten (Dict[str, Dict]): A flattened dictionary of edges, where keys are edge labels
+                    and values are dictionaries containing edge details (e.g., "src", "sink").
+                node_linkers (Dict[Tuple[str, str], Callable]): A dictionary mapping edge (source, sink) pairs
+                    to their corresponding linker functions.
+
+            Returns:
+                None: This function modifies the `action_list` in place.
+            """
+
+            def get_task_in_time(tasks, time):
+                """Get the task that is active at the given time."""
+                return next(
+                    (task for task in tasks if task["start"] <= time < task["end"]),
+                    None,
+                )
+
+            for i in tqdm(range(total_num), desc="Generating edges"):
+                for executor in all_executors:
+                    if end_time[executor] == i:
+                        in_working[executor] = False
+
+                    if not in_working[executor]:
+                        pkg = get_task_in_time(
+                            [
+                                pkg
+                                for pkg in packages["packages"]
+                                if pkg["legend"] == executor
+                            ],
+                            i,
+                        )
+                        if pkg is None:
+                            if i >= 1:
+                                action_list[executor][..., i] = action_list[executor][
+                                    ..., i - 1
+                                ]
+                        else:
+                            end_time[executor] = pkg["end"]
+                            skill_idx = (
+                                edges_flatten[pkg["label"]]["src"],
+                                edges_flatten[pkg["label"]]["sink"],
+                            )
+                            ret = node_linkers[skill_idx](env)
+                            if not isinstance(ret, np.ndarray):
+
+                                if isinstance(ret, torch.Tensor):
+                                    ret = ret.cpu().numpy()
+                                else:
+                                    raise TypeError(
+                                        "The return value of the linker {} must be a numpy array, but a {}.".format(
+                                            skill_idx, type(ret)
+                                        )
+                                    )
+
+                            start_idx = pkg["start"]
+                            end_idx = pkg["end"]
+
+                            T_need = end_idx - start_idx
+                            T_orig = ret.shape[1]
+
+                            # fill_type of this edge
+                            ft = edges_flatten[pkg["label"]].get(
+                                "fill_type", pkg.get("fill_type", "still")
+                            )
+
+                            def _resample_time(x, new_T):
+                                if new_T == x.shape[1]:
+                                    return x
+                                if x.shape[1] <= 1:
+                                    return np.repeat(x, new_T, axis=1)[:, :new_T]
+                                t_old = np.linspace(0.0, 1.0, x.shape[1])
+                                t_new = np.linspace(0.0, 1.0, new_T)
+                                out = np.empty((x.shape[0], new_T), dtype=x.dtype)
+                                for d in range(x.shape[0]):
+                                    out[d] = np.interp(t_new, t_old, x[d])
+                                return out
+
+                            def _pad_or_trim_last(x, new_T):
+                                if new_T <= x.shape[1]:
+                                    return x[:, :new_T]
+                                pad = np.repeat(x[:, -1:], new_T - x.shape[1], axis=1)
+                                return np.concatenate([x, pad], axis=1)
+
+                            if T_need != T_orig:
+                                if ft == "scalable":
+                                    ret = _resample_time(ret, T_need)
+                                else:  # "still"
+                                    ret = _pad_or_trim_last(ret, T_need)
+
+                            action_list[executor][..., start_idx:end_idx] = ret
+                            in_working[executor] = True
+
+        # Main logic
+        scope = self.conf["scope"]
+        total_num = packages["total_num"]
+        all_executors = list(scope.keys())
+        edges_flatten = {
+            k: v
+            for edges in self.conf["edge"].values()
+            for edge in edges
+            for k, v in edge.items()
+        }
+        node_linkers = nx.get_edge_attributes(graph_compose, "linker")
+
+        action_list, end_time, in_working = initialize_action_list(scope, total_num)
+
+        if self.warpping:
+            self._prepare_warpping(env)
+
+        if not generate_nodes(graph_compose, self.conf["node"]):
+            return None
+
+        # After node initialization, check if env.affordance_datas contains updated initial value for each executor.
+        for executor in scope.keys():
+            init_node_name = get_init_affordance(executor)
+            if (
+                not hasattr(env, "affordance_datas")
+                or init_node_name not in env.affordance_datas
+            ):
+                log_warning(
+                    f"Executor '{executor}': init_node_name '{init_node_name}' not found in env.affordance_datas. Skipping initial value update."
+                )
+                continue
+            affordance_init = env.affordance_datas[init_node_name]
+            affordance_init = np.asarray(affordance_init)
+            action_init_slice = action_list[executor][:, 0]
+            if affordance_init.shape != action_init_slice.shape:
+                log_warning(
+                    f"Executor '{executor}': affordance_init shape {affordance_init.shape} does not match action_list[executor][:, 0] shape {action_init_slice.shape}. Skipping initial value update."
+                )
+                continue
+            if not np.allclose(action_init_slice, affordance_init):
+                log_info(
+                    f"Updated initial value for executor '{executor}' in action_list from affordance_datas['{init_node_name}']."
+                )
+                action_list[executor][:, 0] = affordance_init
+
+        generate_edges(total_num, all_executors, edges_flatten, node_linkers)
+
+        return action_list
+
+
+def attach_node_and_edge(
+    cls: ActionBank, functions_dict: Dict[str, Dict[str, Callable]]
+) -> ActionBank:
+    for tag, funcs in functions_dict.items():
+        tag_function = get_func_tag(tag)
+        for func_name, func in funcs.items():
+            setattr(cls, func_name, staticmethod(func))
+
+            class_name = cls.__name__
+            if class_name in tag_function.functions.keys():
+                tag_function.functions[class_name].update({func_name: func})
+            else:
+                tag_function.functions.update({class_name: {func_name: func}})
+    return cls
+
+
+def attach_action_bank(cls, action_bank: ActionBank, **kwargs):
+    def set_attr_for_cls(cls, attr_name: str, attr_value: Any):
+        if hasattr(cls, attr_name):
+            getattr(cls, attr_name).append(attr_value)
+        else:
+            setattr(cls, attr_name, [attr_value])
+
+    action_config = kwargs.get("action_config", None)
+    if action_config is None:
+        log_error(
+            f"The action config is None, but it's needed for Env: {type(cls).__name__}, Task Type: {cls.metadata['task_type']}."
+        )
+    set_attr_for_cls(cls, "action_banks", action_bank(action_config))
+
+    vis_graph = kwargs.get("vis", False)
+    graph_compose, jobs_data, jobkey2index = cls.action_banks[-1].parse_network(
+        get_func_tag("node").functions[cls.action_banks[-1].__class__.__name__],
+        get_func_tag("edge").functions[cls.action_banks[-1].__class__.__name__],
+        vis_graph=vis_graph,
+    )
+
+    vis_gantt = kwargs.get("vis", False)
+    package = cls.action_banks[-1].gantt(jobs_data, jobkey2index, vis=vis_gantt)
+
+    set_attr_for_cls(cls, "packages", package)
+    set_attr_for_cls(cls, "graph_composes", graph_compose)
+
+    return cls
+
+
+def get_xpos_name(affordance_name: str) -> str:
+    if affordance_name.find("qpos") == -1:
+        affordance_xpos_name = affordance_name + "_xpos"
+    else:
+        affordance_xpos_name = affordance_name.replace("qpos", "xpos")
+    return affordance_xpos_name
+
+
+def get_control_part(env, agent_uid):
+    control_parts = env.metadata["dataset"]["robot_meta"].get("control_parts", [])
+
+    if agent_uid in control_parts:
+        return agent_uid
+    else:
+        return _data_key_to_control_part(
+            robot=env.robot,
+            control_parts=control_parts,
+            data_key=agent_uid,
+        )
+
+
+def generate_trajectory_qpos(
+    env,
+    agent_uid: str,
+    trajectory: Dict[str, np.ndarray],
+    trajectory_id: str,
+    gather_index: List[int],
+    trajectory_index: int,
+    affordance_name: str,
+    slaver: str = "",
+    canonical_trajectory: List[float] = None,
+    canonical_trajectory_index: int = None,
+    canonical_pose: List[float] = [],
+    vis: bool = False,
+) -> bool:
+    affordance_xpos_name = get_xpos_name(affordance_name)
+
+    current_qpos = torch.as_tensor(trajectory[trajectory_id])[trajectory_index][
+        None, gather_index
+    ]  # TODO: only for 1 env
+    affordance_xpos = env.robot.compute_fk(
+        torch.as_tensor(current_qpos),
+        get_control_part(env, agent_uid),
+        to_matrix=True,
+    )
+    if slaver != "":
+        assert canonical_trajectory is not None
+        assert canonical_trajectory_index is not None
+        assert (
+            len(canonical_pose) == 4
+        ), f"canonical_pose should be a 4x4 matrix, but got {len(canonical_pose)} elements."
+        canonical_pose = torch.as_tensor(
+            canonical_pose,
+            device=affordance_xpos.device,
+            dtype=affordance_xpos.dtype,
+        ).reshape(1, 4, 4)
+        can_affordance_xpos = env.robot.compute_fk(
+            torch.as_tensor(canonical_trajectory)[canonical_trajectory_index][
+                gather_index
+            ],
+            get_control_part(env, agent_uid),
+            to_matrix=True,
+        )
+        can_obj_xpos = canonical_pose
+        obj_xpos = env.sim.get_asset(slaver).get_local_pose(to_matrix=True)
+        affordance_xpos = torch.bmm(
+            obj_xpos, torch.bmm(pose_inv(can_obj_xpos), can_affordance_xpos)
+        )
+        control_part = get_control_part(env, agent_uid)
+        qpos_seed = env.robot.get_qpos()[:, env.robot.get_joint_ids(name=control_part)]
+        ret, current_qpos = env.robot.compute_ik(
+            affordance_xpos, qpos_seed, control_part
+        )
+        ret = ret.all().item()
+        if not ret:
+            log_warning(
+                f"IK failed for slaver {slaver} with xpos {affordance_xpos}. Using the previous qpos instead."
+            )
+            return False
+
+    if vis:
+        env.sim.draw_marker(
+            cfg=MarkerCfg(
+                marker_type="axis",
+                axis_xpos=affordance_xpos,
+                axis_size=0.002,
+                axis_len=0.005,
+            )
+        )
+    # TODO: only support 1 env numpy now
+    current_qpos = current_qpos.squeeze(0).cpu().numpy()
+    affordance_xpos = affordance_xpos.squeeze(0).cpu().numpy()
+
+    env.affordance_datas[affordance_name] = current_qpos
+    env.affordance_datas[affordance_xpos_name] = affordance_xpos
+    return True
+
+
+def modify_action_config_edges(
+    action_config: Dict,
+    duration_updates: Dict[str, int] = None,
+    trajectory_updates: Dict[str, List] = None,
+    analytic_planner: bool = False,
+) -> Dict:
+    """
+    Modify the action configuration by updating the duration and trajectory of edges.
+
+    This function iterates through all edges in the action configuration and applies updates to their
+    duration and trajectory based on the provided mappings. If `analytic_planner` is enabled, the edge
+    name is set to "plan_trajectory".
+
+    Args:
+        action_config (Dict): The original action configuration.
+        duration_updates (Dict[str, int], optional): A mapping of edge names to their new durations.
+        trajectory_updates (Dict[str, List], optional): A mapping of edge names to their new trajectories.
+        analytic_planner (bool, optional): If True, sets the edge name to "plan_trajectory". Defaults to False.
+
+    Returns:
+        Dict: The modified action configuration.
+    """
+    modified_config = deepcopy(action_config)
+
+    # Iterate through all scopes in the action configuration
+    for scope_name, scope_edges in modified_config["edge"].items():
+        for edge_config in scope_edges:
+            edge_name = list(edge_config.keys())[0]
+            edge_data = edge_config[edge_name]
+            # If analytic_planner is enabled, set the edge name to "plan_trajectory"
+            if analytic_planner:
+                edge_data["name"] = "plan_trajectory"
+
+            # Update the duration if a mapping is provided
+            if duration_updates and edge_name in duration_updates:
+                edge_data["duration"] = duration_updates[edge_name]
+
+            # Update the trajectory if a mapping is provided
+            if trajectory_updates and edge_name in trajectory_updates:
+                edge_data.setdefault("kwargs", {})  # Ensure "kwargs" exists
+                edge_data["kwargs"]["trajectory"] = trajectory_updates[edge_name]
+
+    return modified_config
+
+
+def to_affordance_name(name: str) -> str:
+    return name.replace("generate_", "")
+
+
+def to_affordance_node_func(name: str) -> str:
+    return "generate_" + name
+
+
+class GeneralActionBank(ActionBank):
+    @staticmethod
+    @tag_edge
+    def load_trajectory(
+        env,
+        trajectory_id: str,
+        gather_index: List[int],
+        keypose_timesteps: Tuple[int, int],
+        raw_duration: int,
+        duration: int,
+        **kwargs,
+    ):
+        from scipy import interpolate
+
+        f = {}
+        start_t, end_t = keypose_timesteps[0], keypose_timesteps[1]
+        trajectory = np.asarray(env.trajectory[trajectory_id])[:, gather_index]
+        sub_trajectory = trajectory[start_t:end_t, :]
+        ds_sub_trajectory = np.zeros((duration, sub_trajectory.shape[1]))
+        for i in range(sub_trajectory.shape[1]):
+            x = np.arange(sub_trajectory.shape[0])
+            f[i] = interpolate.interp1d(x, sub_trajectory[:, i], axis=-1)
+            ds_sub_trajectory[:, i] = f[i](np.linspace(0, raw_duration - 1, duration))
+
+        return ds_sub_trajectory.T  # (D, T)
+
+    @staticmethod
+    @tag_edge
+    def mimic_trajectory(
+        env,
+        agent_uid: str,
+        raw_edge: Dict,
+        raw_affordance: Dict,
+        target_edge: Dict,
+        vis: bool = False,
+        **kwargs,
+    ):
+
+        GeneralActionBank.generate_trajectory_qpos = generate_trajectory_qpos
+        if isinstance(raw_affordance, dict):
+            aff_kwargs = deepcopy(raw_affordance.get("kwargs", {}))
+            aff_kwargs.pop("trajectory", {})
+            aff_kwargs.pop("canonical_trajectory", {})
+            getattr(GeneralActionBank, raw_affordance["name"])(
+                env,
+                **aff_kwargs,
+                trajectory=env.trajectory,
+                canonical_trajectory=env.canonical_trajectory,
+            )
+            xpos = env.affordance_datas[
+                get_xpos_name(to_affordance_name(raw_affordance["name"]))
+            ]
+        else:
+            log_warning(
+                f"raw_affordance is not a dict, but {type(raw_affordance)} and {raw_affordance}. Using it as a string name directly."
+            )
+            xpos = env.affordance_datas[get_xpos_name(raw_affordance)]
+
+        # raw_trajectory = getattr(GeneralActionBank, raw_edge["name"])(
+        #     env, **raw_edge.get("kwargs", {})
+        # )
+        # base_pose = env.agent.get_base_xpos(agent_uid)
+
+        # import time
+        # for t, temp in enumerate([env.agent.get_fk(raw_trajectory[:, i], uid=agent_uid)
+        #     for i in range(raw_trajectory.shape[1])
+        # ]):
+        #     if t % 10 ==0:
+
+        #         print(temp)
+        # env.scene.draw_marker(cfg=MarkerCfg(
+        #     marker_type="axis",
+        #     axis_xpos=env.agent.get_base_xpos(agent_uid) @ temp,
+        #     axis_size=0.002,
+        #     axis_len=0.005
+        # ))
+        #         time.sleep(0.01)
+
+        # trans = np.linalg.inv(base_pose) @ new_xpos @ np.linalg.inv(xpos) @ base_pose
+        # ref_poses = [
+        #     trans @ env.agent.get_fk(raw_trajectory[:, i], uid=agent_uid)
+        #     for i in range(raw_trajectory.shape[1])
+        # ]
+        # if vis:
+        # env.scene.draw_marker(cfg=MarkerCfg(
+        #     marker_type="axis",
+        #     axis_xpos=xpos,
+        #     axis_size=0.002,
+        #     axis_len=0.005
+        # ))
+
+        # for t, temp in enumerate(ref_poses):
+        #     print(temp)
+        #     if t % 10 ==0:
+        # env.scene.draw_marker(cfg=MarkerCfg(
+        #     marker_type="axis",
+        #     axis_xpos=env.agent.get_base_xpos(agent_uid) @ temp,
+        #     axis_size=0.002,
+        #     axis_len=0.005
+        # ))
+        #         time.sleep(0.01)
+
+        ref_poses = []
+        target_edge["name"] = "plan_trajectory"
+        return getattr(GeneralActionBank, target_edge["name"])(
+            env,
+            ref_poses=ref_poses,
+            duration=target_edge["duration"],
+            vis=vis,
+            **target_edge.get("kwargs", {}),
+        )
+
+    @staticmethod
+    @tag_edge
+    def plan_trajectory(
+        env,
+        agent_uid: str,
+        keypose_names: List[str],
+        duration: int,
+        ref_poses: List[np.ndarray] = [],
+        vis: bool = False,
+        **kwargs,
+    ) -> np.ndarray:
+        from embodichain.lab.gym.motion_generation.action.arm_action import (
+            ArmAction,
+        )
+
+        # Retrieve the start and end positions
+        start_qpos = env.affordance_datas[keypose_names[0]]
+
+        control_part = get_control_part(env, agent_uid)
+        start_qpos = torch.as_tensor(env.affordance_datas[keypose_names[0]])[None]
+        start_xpos = torch.bmm(
+            env.robot.get_control_part_base_pose(control_part, to_matrix=True),
+            env.robot.compute_fk(start_qpos, control_part, to_matrix=True),
+        )
+
+        end_qpos = torch.as_tensor(env.affordance_datas[keypose_names[-1]])
+        end_xpos = torch.bmm(
+            env.robot.get_control_part_base_pose(control_part, to_matrix=True),
+            env.robot.compute_fk(end_qpos, control_part, to_matrix=True),
+        )
+
+        # TODO: only 1 env
+        start_qpos = start_qpos.squeeze(0).cpu().numpy()
+        start_xpos = start_xpos.squeeze(0).cpu().numpy()
+        end_qpos = end_qpos.squeeze(0).cpu().numpy()
+        end_xpos = end_xpos.squeeze(0).cpu().numpy()
+
+        if vis:
+            env.sim.draw_marker(
+                cfg=MarkerCfg(
+                    marker_type="axis",
+                    axis_xpos=start_xpos,
+                    axis_size=0.002,
+                    axis_len=0.005,
+                )
+            )
+
+            env.sim.draw_marker(
+                cfg=MarkerCfg(
+                    marker_type="axis",
+                    axis_xpos=end_xpos,
+                    axis_size=0.002,
+                    axis_len=0.005,
+                )
+            )
+
+        filtered_keyposes = [start_qpos, end_qpos]
+        if "eef" in agent_uid:
+            filtered_keyposes = [start_qpos]
+
+        if len(filtered_keyposes) == 1 and len(ref_poses) == 0:
+            # 只有一个点，返回静止轨迹
+            ret = np.array([filtered_keyposes[0]] * duration)
+        else:
+            # 生成轨迹
+            if len(ref_poses) == 0:
+                ret, _ = ArmAction.create_discrete_trajectory(
+                    agent=env.robot,
+                    uid=get_control_part(env, agent_uid),
+                    qpos_list=filtered_keyposes,
+                    sample_num=duration,
+                    qpos_seed=filtered_keyposes[0],
+                    is_use_current_qpos=False,
+                    **getattr(env, "planning_config", {}),
+                )
+            else:
+                ret, _ = ArmAction.create_discrete_trajectory(
+                    agent=env.robot,
+                    uid=get_control_part(env, agent_uid),
+                    xpos_list=[start_xpos] + ref_poses + [end_xpos],
+                    sample_num=duration,
+                    is_use_current_qpos=False,
+                    **getattr(env, "planning_config", {}),
+                )
+        if isinstance(ret, list):
+            print(ret)
+        return ret.T
+
+    @staticmethod
+    @tag_edge
+    def execute_open(env, **kwargs):
+        from embodichain.lab.gym.utils.misc import (
+            mul_linear_expand,
+        )
+
+        duration = kwargs.get("duration", 1)
+        expand = kwargs.get("expand", True)
+        if expand:
+            action = mul_linear_expand(np.array([[1.0], [0.0]]), [duration - 1])
+            action = np.concatenate([action, np.array([[0.0]])]).transpose()
+        else:
+            action = np.zeros((1, duration))
+        return action
+
+    @staticmethod
+    @tag_edge
+    def execute_close(env, **kwargs):
+        from embodichain.lab.gym.utils.misc import (
+            mul_linear_expand,
+        )
+
+        duration = kwargs.get("duration", 1)
+        expand = kwargs.get("expand", True)
+        if expand:
+            action = mul_linear_expand(np.array([[0.0], [1.0]]), [duration - 1])
+            action = np.concatenate([action, np.array([[1.0]])]).transpose()
+        else:
+            action = np.ones((1, duration))
+        return action
+
+
+class ActionBankMimic:
+    def __init__(self, action_banks: List[ActionBank], prob: float = 0.5) -> None:
+        self.action_banks = action_banks
+        self.keyword = "mimicable"
+        self.prob = prob
+
+    def mimic(self, id=None) -> ActionBank:
+        if len(self.action_banks) == 1:
+            return self.action_banks[0]
+
+        if id is None:
+            id = np.random.randint(len(self.action_banks))
+        assert id < len(
+            self.action_banks
+        ), f"Invalid id {id}, should be less than {len(self.action_banks)}"
+
+        acb = self.action_banks[id]
+        ret_acb = deepcopy(acb)
+        node_names = acb.get_node_names(bool_attr_name=self.keyword)
+
+        ret_node_grap2id = ret_acb.graph2id()
+        edge_need_modify = {}
+        for scope in node_names.keys():
+            edge_need_modify[scope] = []
+            # if np.random.random() < self.prob:
+            #     continue
+            for node in node_names[scope]:
+                mimic_id = np.random.randint(len(self.action_banks))
+                action_bank_mimic_for_this_node = self.action_banks[mimic_id]
+                mimic_node_names = action_bank_mimic_for_this_node.get_node_names(
+                    bool_attr_name=self.keyword
+                )
+                temp_graph2id = action_bank_mimic_for_this_node.graph2id()
+
+                if node in mimic_node_names[scope]:
+                    ret_acb.conf["node"][scope][ret_node_grap2id[scope][node]][
+                        node
+                    ] = deepcopy(
+                        action_bank_mimic_for_this_node.conf["node"][scope][
+                            temp_graph2id[scope][node]
+                        ][node]
+                    )
+
+                    edges = ret_acb.get_edge_names(node_name=node)
+                    for edge in edges[scope]:
+                        edge.update({"mimic_id": mimic_id})
+                    edge_need_modify[scope].extend(edges[scope])
+                else:
+                    log_warning(
+                        f"Node {node} in scope {scope} not found in action bank {mimic_id} [{mimic_node_names[scope]}] to mimic."
+                    )
+            edge_need_modify[scope] = {
+                v["name"]: v for v in edge_need_modify[scope]
+            }.values()
+
+        raw_edge_grap2id = acb.graph2id("edge")
+        raw_node_grap2id = acb.graph2id("node")
+        ret_edge_grap2id = ret_acb.graph2id("edge")
+        for scope in node_names.keys():
+            for edge in edge_need_modify[scope]:
+                edge_name = edge["name"]
+                mimic_id = edge.pop("mimic_id")
+                mimic_grap2id = self.action_banks[mimic_id].graph2id("edge")
+                ret_acb.conf["edge"][scope][ret_edge_grap2id[scope][edge_name]][
+                    edge_name
+                ]["name"] = "mimic_trajectory"
+                ret_acb.conf["edge"][scope][ret_edge_grap2id[scope][edge_name]][
+                    edge_name
+                ]["duration"] = deepcopy(
+                    self.action_banks[mimic_id].conf["edge"][scope][
+                        mimic_grap2id[scope][edge_name]
+                    ][edge_name]["duration"]
+                )
+
+                ret_acb.conf["edge"][scope][ret_edge_grap2id[scope][edge_name]][
+                    edge_name
+                ]["kwargs"] = {}
+                ret_acb.conf["edge"][scope][ret_edge_grap2id[scope][edge_name]][
+                    edge_name
+                ]["kwargs"]["agent_uid"] = scope
+                ret_acb.conf["edge"][scope][ret_edge_grap2id[scope][edge_name]][
+                    edge_name
+                ]["kwargs"]["raw_edge"] = deepcopy(
+                    acb.conf["edge"][scope][raw_edge_grap2id[scope][edge_name]][
+                        edge_name
+                    ]
+                )
+                ret_acb.conf["edge"][scope][ret_edge_grap2id[scope][edge_name]][
+                    edge_name
+                ]["kwargs"]["raw_affordance"] = (
+                    deepcopy(
+                        acb.conf["node"][scope][raw_node_grap2id[scope][node]][node]
+                    )
+                    if node in raw_node_grap2id[scope]
+                    else node
+                )
+                ret_acb.conf["edge"][scope][ret_edge_grap2id[scope][edge_name]][
+                    edge_name
+                ]["kwargs"]["target_edge"] = deepcopy(
+                    self.action_banks[mimic_id].conf["edge"][scope][
+                        mimic_grap2id[scope][edge_name]
+                    ][edge_name]
+                )
+
+        return ret_acb
diff --git a/embodichain/lab/gym/envs/action_bank/utils.py b/embodichain/lab/gym/envs/action_bank/utils.py
new file mode 100644
index 00000000..52fb7c08
--- /dev/null
+++ b/embodichain/lab/gym/envs/action_bank/utils.py
@@ -0,0 +1,69 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+import numpy as np
+
+from copy import deepcopy
+from typing import List, Union, Optional
+
+from embodichain.utils import logger
+from embodichain.lab.gym.utils.misc import validation_with_process_from_name
+
+
+"""Node Generation Utils"""
+
+
+def get_init_affordance(scope: str, tag: str = "init") -> str:
+    return "{}_{}_qpos".format(scope, tag)
+
+
+def generate_affordance_from_src(
+    env,
+    src_key: str,
+    dst_key: str,
+    valid_funcs_name_kwargs_proc: Optional[List] = None,
+    to_array: bool = True,
+) -> bool:
+    """Generate a new affordance entry in env.affordance_datas by applying a validation and processing
+       pipeline to an existing source affordance.
+
+    Args:
+        env: The environment object containing affordance data.
+        src_key (str): The key of the source affordance in env.affordance_datas.
+        dst_key (str): The key to store the generated affordance in env.affordance_datas.
+        valid_funcs_name_kwargs_proc (Optional[List]): A list of validation or processing functions (with kwargs)
+            to apply to the source affordance. Defaults to an empty list.
+        to_array (bool): Whether to convert the result to a numpy array before storing. Defaults to True.
+
+    Returns:
+        bool: True if the affordance was successfully generated and stored, False otherwise.
+    """
+    if valid_funcs_name_kwargs_proc is None:
+        valid_funcs_name_kwargs_proc = []
+    try:
+        result = validation_with_process_from_name(
+            env,
+            deepcopy(env.affordance_datas[src_key]),
+            valid_funcs_name_kwargs_proc,
+        )
+        if result is None:
+            logger.log_warning(f"Failed to generate {dst_key} from {src_key}")
+            return False
+
+        env.affordance_datas[dst_key] = np.asarray(result) if to_array else result
+        return True
+    except Exception as e:
+        logger.log_error(f"Affordance generation error: {e}")
+        return False
diff --git a/embodichain/lab/gym/envs/base_env.py b/embodichain/lab/gym/envs/base_env.py
new file mode 100644
index 00000000..123c2c04
--- /dev/null
+++ b/embodichain/lab/gym/envs/base_env.py
@@ -0,0 +1,506 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import gymnasium as gym
+
+from typing import Dict, List, Union, Tuple, Any, Optional, Sequence
+from functools import cached_property
+
+from embodichain.lab.sim.types import EnvObs, EnvAction
+from embodichain.lab.sim import SimulationManagerCfg, SimulationManager
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim.sensors import BaseSensor
+from embodichain.lab.gym.utils import gym_utils
+from embodichain.utils import configclass
+from embodichain.utils import logger, set_seed
+
+__all__ = ["BaseEnv", "EnvCfg"]
+
+
+@configclass
+class EnvCfg:
+    """Configuration for an Robot Learning Environment."""
+
+    num_envs: int = 1
+    """The number of sub environments (arena in dexsim context) to be simulated in parallel."""
+
+    sim_cfg: SimulationManagerCfg = SimulationManagerCfg()
+    """Simulation configuration for the environment."""
+
+    seed: Optional[int] = None
+    """The seed for the random number generator. Defaults to -1, in which case the seed is not set.
+
+    Note:
+      The seed is set at the beginning of the environment initialization. This ensures that the environment
+      creation is deterministic and behaves similarly across different runs.
+    """
+
+    sim_steps_per_control: int = 4
+    """Number of simulation steps per control (env) step.
+
+    For instance, if the simulation dt is 0.01s and the control dt is 0.1s, then the `sim_steps_per_control` is 10.
+    This means that the control action is updated every 10 simulation steps.
+    """
+
+    ignore_terminations: bool = False
+    """Whether to ignore terminations when deciding when to auto reset. Terminations can be caused by
+    the task reaching a success or fail state as defined in a task's evaluation function. 
+
+    If set to False, meaning there is early stop in episode rollouts. 
+    If set to True, this would generally for situations where you may want to model a task as infinite horizon where a task
+    stops only due to the timelimit.
+    """
+
+
+class BaseEnv(gym.Env):
+    """Base environment for robot learning.
+
+    Args:
+        cfg (EnvCfg): The environment configuration.
+        **kwargs: Additional keyword arguments.
+    """
+
+    # placeholder contains any meta information about the environment.
+    metadata: Dict = {}
+
+    # The simulator manager instance.
+    sim: SimulationManager = None
+
+    # TODO: May be support multiple robots in the future.
+    # The robot agent instance.
+    robot: Robot = None
+
+    # The sensors used in the environment.
+    sensors: Dict[str, BaseSensor] = {}
+
+    # The action space is determined by the robot agent and the task the environment is used for.
+    action_space: gym.spaces.Space = None
+    # The observation space is determined by the sensors used in the environment and the task the environment is used for.
+    observation_space: gym.spaces.Space = None
+
+    single_action_space: gym.spaces.Space = None
+    single_observation_space: gym.spaces.Space = None
+
+    def __init__(
+        self,
+        cfg: EnvCfg,
+        **kwargs,
+    ):
+        self.cfg = cfg
+
+        # the number of envs to be simulated in parallel.
+        self.num_envs = self.cfg.num_envs
+
+        if self.cfg.sim_cfg is None:
+            self.sim_cfg = SimulationManagerCfg(headless=True)
+        else:
+            self.sim_cfg = self.cfg.sim_cfg
+
+        if self.cfg.seed is not None:
+            self.cfg.seed = set_seed(self.cfg.seed)
+        else:
+            logger.log_info(f"No seed is set for the environment.")
+
+        self.sim_freq = int(1 / self.sim_cfg.physics_dt)
+        self.control_freq = self.sim_freq // self.cfg.sim_steps_per_control
+
+        self._setup_scene(**kwargs)
+
+        # TODO: To be removed.
+        if self.device.type == "cuda":
+            self.sim.init_gpu_physics()
+
+        if not self.sim_cfg.headless:
+            self.sim.open_window()
+
+        self._elapsed_steps = torch.zeros(
+            self.num_envs, dtype=torch.int32, device=self.sim_cfg.sim_device
+        )
+
+        self._init_sim_state(**kwargs)
+
+        self._init_raw_obs: Dict = self.get_obs(**kwargs)
+
+        logger.log_info("[INFO]: Initialized environment:")
+        logger.log_info(f"\tEnvironment device    : {self.sim.device}")
+        logger.log_info(f"\tNumber of environments: {self.num_envs}")
+        logger.log_info(f"\tEnvironment seed      : {self.cfg.seed}")
+        logger.log_info(f"\tPhysics dt            : {self.sim_cfg.physics_dt}")
+        logger.log_info(
+            f"\tEnvironment dt        : {self.sim_cfg.physics_dt * self.cfg.sim_steps_per_control}"
+        )
+
+    @property
+    def device(self) -> torch.Tensor:
+        """Return the device used by the environment."""
+        return self.sim.device
+
+    @cached_property
+    def single_observation_space(self) -> gym.spaces.Space:
+        if self.num_envs == 1:
+            return gym_utils.convert_observation_to_space(self._init_raw_obs)
+        else:
+            return gym_utils.convert_observation_to_space(
+                self._init_raw_obs, unbatched=True
+            )
+
+    @cached_property
+    def observation_space(self) -> gym.spaces.Space:
+        if self.num_envs == 1:
+            return self.single_observation_space
+        else:
+            return gym.vector.utils.batch_space(
+                self.single_observation_space, n=self.num_envs
+            )
+
+    @cached_property
+    def action_space(self) -> gym.spaces.Space:
+        if self.num_envs == 1:
+            return self.single_action_space
+        else:
+            return gym.vector.utils.batch_space(
+                self.single_action_space, n=self.num_envs
+            )
+
+    @property
+    def elapsed_steps(self) -> Union[int, torch.Tensor]:
+        return self._elapsed_steps
+
+    def get_sensor(self, name: str, **kwargs) -> BaseSensor:
+        """Get the sensor instance by name.
+
+        Args:
+            name: The name of the sensor.
+            kwargs: Additional keyword arguments.
+
+        Returns:
+            The sensor instance.
+        """
+        if name not in self.sensors:
+            logger.log_error(
+                f"Sensor '{name}' not found in the environment. Available sensors: {list(self.sensors.keys())}"
+            )
+
+        return self.sensors[name]
+
+    def _setup_scene(self, **kwargs):
+        # Init sim manager.
+        # we want to open gui window when the scene is setup, so init sim manager in headless mode first.
+        headless = self.sim_cfg.headless
+        self.sim_cfg.headless = True
+        self.sim = SimulationManager(self.sim_cfg)
+        self.sim_cfg.headless = headless
+        self.sim.set_manual_update(True)
+
+        logger.log_info(
+            f"Initializing {self.num_envs} environments on {self.sim_cfg.sim_device}."
+        )
+        if self.num_envs > 1:
+            self.sim.build_multiple_arenas(self.num_envs)
+
+        self.robot = self._setup_robot(**kwargs)
+        if self.robot is None:
+            logger.log_error(
+                f"The robot instance must be initialized in :meth:`_setup_robot` function."
+            )
+        if self.single_action_space is None:
+            logger.log_error(
+                f":attr:`single_action_space` must be defined in the :meth:`_setup_robot` function."
+            )
+
+        self._prepare_scene(**kwargs)
+
+        self.sensors = self._setup_sensors(**kwargs)
+
+    def _setup_robot(self, **kwargs) -> Robot:
+        """Load the robot agent, setup the controller and action space.
+
+        Note:
+            1. The fuction must return the robot instance.
+            2. The self.single_action_space should be defined.
+        """
+
+        # TODO: single_action_space may be configured in config?
+        pass
+
+    def _prepare_scene(self, **kwargs) -> None:
+        """Prepare the scene assets into the environment.
+
+        This function can be customized to performed different scene creation ways, such as loading from file.
+        """
+        pass
+
+    def _setup_sensors(self, **kwargs) -> Dict[str, BaseSensor]:
+        """Setup the sensors used in the environment.
+
+        The sensors to be setup could be binding to the robot or the environment.
+
+        Note:
+            If the function is overridden, it must return a dictionary of sensors with the sensor name as the key
+                and the sensor instance as the value.
+        """
+        return {}
+
+    def _init_sim_state(self, **kwargs):
+        """Initialize the simulation state at the beginning of scene creation."""
+        pass
+
+    def _update_sim_state(self, **kwargs):
+        """Update the simulation state at each step.
+
+        The function is called internally by the environment in :meth:`step` after update the physics simulation.
+
+        Note:
+            Currently, the interface is designed to perform randomization of lighting, textures at each simulation step.
+
+        Args:
+            **kwargs: Additional keyword arguments to be passed to the :meth:`_update_sim_state` function.
+        """
+        # TODO: Add randomization event here.
+        pass
+
+    def _initialize_episode(self, env_ids: Optional[Sequence[int]] = None, **kwargs):
+        """Initialize the simulation assets before each episode. Randomization can be performed at this stage.
+
+        Args:
+            env_ids: The environment IDs to be initialized. If None, all environments are initialized.
+                This is useful for vectorized environments to reset only the specified environments.
+            **kwargs: Additional keyword arguments to be passed to the :meth:`_initialize_episode` function.
+        """
+        pass
+
+    def _get_sensor_obs(self, **kwargs) -> Dict[str, any]:
+        """Get the sensor observation from the environment.
+
+        Args:
+            **kwargs: Additional keyword arguments to be passed to the :meth:`_get_sensor_obs` function.
+
+        Returns:
+            The sensor observation dictionary.
+        """
+        obs = {}
+
+        fetch_only = False
+        if self.sim.is_rt_enabled:
+            fetch_only = True
+            self.sim.render_camera_group()
+
+        for sensor_name, sensor in self.sensors.items():
+            sensor.update(fetch_only=fetch_only)
+            obs[sensor_name] = sensor.get_data()
+        return obs
+
+    def _extend_obs(self, obs: EnvObs, **kwargs) -> EnvObs:
+        """Extend the observation dictionary.
+
+        Overwrite this function to extend or modify extra observation to the existing keys (robot, sensor, extra).
+
+        Args:
+            obs: The observation dictionary.
+            **kwargs: Additional keyword arguments to be passed to the :meth:`_extend_obs` function.
+
+        Returns:
+            The extended observation dictionary.
+        """
+        return obs
+
+    def get_obs(self, **kwargs) -> EnvObs:
+        """Get the observation from the robot agent and the environment.
+
+        The default observation are:
+            - robot: the robot proprioception.
+            - sensor (optional): the sensor readings.
+            - extra (optional): any extra information.
+
+        Note:
+            If self.num_envs == 1, return the observation in single_observation_space format.
+            If self.num_envs > 1, return the observation in observation_space format.
+
+        Args:
+            **kwargs: Additional keyword arguments to be passed to the :meth:`_get_sensor_obs` functions.
+
+        Returns:
+            The observation dictionary.
+        """
+        obs = None
+
+        obs = dict(robot=self.robot.get_proprioception())
+
+        sensor_obs = self._get_sensor_obs(**kwargs)
+        if sensor_obs:
+            obs["sensor"] = sensor_obs
+
+        obs = self._extend_obs(obs=obs, **kwargs)
+
+        return obs
+
+    def evaluate(self, **kwargs) -> Dict[str, Any]:
+        """
+        Evaluate whether the environment is currently in a success state by returning a dictionary with a "success" key or
+        a failure state via a "fail" key
+
+        This function may also return additional data that has been computed (e.g. is the robot grasping some object) that may be
+        reused when generating observations and rewards.
+
+        By default if not overridden, this function returns an empty dictionary
+
+        Args:
+            **kwargs: Additional keyword arguments to be passed to the :meth:`evaluate` function.
+
+        Returns:
+            The evaluation dictionary.
+        """
+        return dict()
+
+    def get_info(self, **kwargs) -> Dict[str, Any]:
+        """Get info about the current environment state, include elapsed steps, success, fail, etc.
+
+        The returned info dictionary must contain at the success and fail status of the current step.
+
+        Args:
+            **kwargs: Additional keyword arguments to be passed to the :meth:`get_info` function.
+
+        Returns:
+            The info dictionary.
+        """
+        info = dict(elapsed_steps=self._elapsed_steps)
+
+        info.update(self.evaluate(**kwargs))
+        return info
+
+    def check_truncated(self, obs: EnvObs, info: Dict[str, Any]) -> bool:
+        """Check if the episode is truncated.
+
+        Args:
+            obs: The observation from the environment.
+            info: The info dictionary.
+
+        Returns:
+            True if the episode is truncated, False otherwise.
+        """
+        return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
+
+    def get_reward(
+        self,
+        obs: EnvObs,
+        action: EnvAction,
+        info: Dict[str, Any],
+    ) -> float:
+        """Get the reward for the current step.
+
+        Each SimulationManager env must implement its own get_reward function to define the reward function for the task, If the
+        env is considered for RL/IL training.
+
+        Args:
+            obs: The observation from the environment.
+            action: The action applied to the robot agent.
+            info: The info dictionary.
+
+        Returns:
+            The reward for the current step.
+        """
+
+        return torch.zeros(self.num_envs, dtype=torch.float32, device=self.device)
+
+    def _step_action(self, action: EnvAction) -> EnvAction:
+        """Set action control command into simulation.
+
+        Args:
+            action: The action applied to the robot agent.
+
+        Returns:
+            The action return.
+        """
+        pass
+
+    def reset(
+        self, seed: Optional[int] = None, options: Optional[Dict] = None
+    ) -> Tuple[EnvObs, Dict]:
+        """Reset the SimulationManager environment and return the observation and info.
+
+        Args:
+            seed: The seed for the random number generator. Defaults to None, in which case the seed is not set.
+            options: Additional options for resetting the environment. This can include:
+
+        Returns:
+            A tuple containing the observations and infos.
+        """
+        if seed is not None:
+            torch.manual_seed(seed)
+
+        if options is None:
+            options = dict()
+
+        reset_ids = options.get(
+            "reset_ids",
+            torch.arange(self.num_envs, dtype=torch.int32, device=self.device),
+        )
+        self.sim.reset_objects_state(env_ids=reset_ids)
+        self._elapsed_steps[reset_ids] = 0
+
+        # Reset hook for user to perform any custom reset logic.
+        self._initialize_episode(reset_ids, **options)
+
+        return self.get_obs(**options), self.get_info(**options)
+
+    def step(
+        self, action: EnvAction, **kwargs
+    ) -> Tuple[EnvObs, torch.Tensor, torch.Tensor, torch.Tensor, Dict[str, Any]]:
+        """Step the environment with the given action.
+
+        Args:
+            action: The action applied to the robot agent.
+
+        Returns:
+            A tuple contraining the observation, reward, terminated, truncated, and info dictionary.
+        """
+        self._elapsed_steps += 1
+
+        # TODO: may be add hook for action preprocessing.
+        action = self._step_action(action=action)
+        self.sim.update(self.sim_cfg.physics_dt, self.cfg.sim_steps_per_control)
+        self._update_sim_state(**kwargs)
+
+        obs = self.get_obs(**kwargs)
+        info = self.get_info(**kwargs)
+        rewards = self.get_reward(obs=obs, action=action, info=info)
+
+        terminateds = torch.logical_or(
+            info.get(
+                "success",
+                torch.zeros(self.num_envs, dtype=torch.bool, device=self.device),
+            ),
+            info.get(
+                "fail", torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
+            ),
+        )
+        truncateds = self.check_truncated(obs=obs, info=info)
+        if self.cfg.ignore_terminations:
+            terminateds[:] = False
+
+        dones = torch.logical_or(terminateds, truncateds)
+        reset_env_ids = dones.nonzero(as_tuple=False).squeeze(-1)
+        if len(reset_env_ids) > 0:
+            obs, _ = self.reset(options={"reset_ids": reset_env_ids})
+
+        # TODO: may be add hook for observation postprocessing.
+
+        return obs, rewards, terminateds, truncateds, info
+
+    def close(self) -> None:
+        """Close the environment and release resources."""
+        self.sim.destroy()
diff --git a/embodichain/lab/gym/envs/embodied_env.py b/embodichain/lab/gym/envs/embodied_env.py
new file mode 100644
index 00000000..4dcd2412
--- /dev/null
+++ b/embodichain/lab/gym/envs/embodied_env.py
@@ -0,0 +1,506 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import torch
+import numpy as np
+import gymnasium as gym
+
+from dataclasses import MISSING
+from typing import Dict, Union, Optional, Sequence, Tuple, Any, List
+
+from embodichain.lab.sim.cfg import (
+    RobotCfg,
+    RigidObjectCfg,
+    RigidObjectGroupCfg,
+    ArticulationCfg,
+    LightCfg,
+)
+from embodichain.lab.gym.envs.action_bank.configurable_action import (
+    get_func_tag,
+)
+from embodichain.lab.gym.envs.action_bank.configurable_action import (
+    ActionBank,
+)
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim.sensors import BaseSensor, SensorCfg
+from embodichain.lab.sim.types import EnvObs, EnvAction
+from embodichain.lab.gym.envs import BaseEnv, EnvCfg
+from embodichain.lab.gym.envs.managers import (
+    EventManager,
+    ObservationManager,
+)
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.utils import configclass, logger
+
+
+__all__ = ["EmbodiedEnvCfg", "EmbodiedEnv"]
+
+
+@configclass
+class EmbodiedEnvCfg(EnvCfg):
+    """Configuration class for the Embodied Environment. Inherits from EnvCfg and can be extended
+    with additional parameters if needed.
+    """
+
+    @configclass
+    class EnvLightCfg:
+        direct: List[LightCfg] = []
+
+        # TODO: support more types of indirect light in the future.
+        # indirect: Dict[str, Any] | None = None
+
+    robot: RobotCfg = MISSING
+
+    sensor: List[SensorCfg] = []
+
+    light: EnvLightCfg = EnvLightCfg()
+
+    background: List[RigidObjectCfg] = []
+
+    rigid_object: List[RigidObjectCfg] = []
+
+    rigid_object_group: List[RigidObjectGroupCfg] = []
+
+    articulation: List[ArticulationCfg] = []
+
+    events: Union[object, None] = None
+    """Event settings. Defaults to None, in which case no events are applied through the event manager.
+
+    Please refer to the :class:`embodichain.lab.gym.managers.EventManager` class for more details.
+    """
+
+    observations: Union[object, None] = None
+    """Observation settings. Defaults to None, in which case no additional observations are applied through
+    the observation manager.
+
+    Please refer to the :class:`embodichain.lab.gym.managers.ObservationManager` class for more details.
+    """
+
+    # TODO: This would be changed to a more generic data pipeline configuration.
+    dataset: Union[Dict[str, Any], None] = None
+    """Data pipeline configuration. Defaults to None.
+    """
+
+    # Some helper attributes
+    filter_visual_rand: bool = False
+    """Whether to filter out visual randomization 
+    
+    This is useful when we want to disable visual randomization for debug motion and physics issues.
+    """
+
+
+@register_env("EmbodiedEnv-v1")
+class EmbodiedEnv(BaseEnv):
+    """Embodied AI environment that is used to simulate the Embodied AI tasks.
+
+    Core simulation components for Embodied AI environments.
+    - sensor: The sensors used to perceive the environment, which could be attached to the agent or the environment.
+    - robot: The robot which will be used to interact with the environment.
+    - light: The lights in the environment, which could be used to illuminate the environment.
+        - indirect: the indirect light sources, such as ambient light, IBL, etc.
+            The indirect light sources are used for global illumination which affects the entire scene.
+        - direct: The direct light sources, such as point light, spot light, etc.
+            The direct light sources are used for local illumination which mainly affects the arena in the scene.
+    - background: Kinematic or Static rigid objects, such as obstacles or landmarks.
+    - rigid_object: Dynamic objects that can be interacted with.
+    - rigid_object_group: Groups of rigid objects that can be interacted with.
+    - deformable_object(TODO: supported in the future): Deformable volumes or surfaces (cloth) that can be interacted with.
+    - articulation: Articulated objects that can be manipulated, such as doors, drawers, etc.
+    - event manager: The event manager is used to manage the events in the environment, such as randomization,
+        perturbation, etc.
+    - observation manager: The observation manager is used to manage the observations in the environment,
+        such as depth, segmentation, etc.
+    - action bank: The action bank is used to manage the actions in the environment, such as action composition, action graph, etc.
+    - affordance_datas: The affordance data that can be used to store the intermediate results or information
+    """
+
+    def __init__(self, cfg: EmbodiedEnvCfg, **kwargs):
+        self.affordance_datas = {}
+        self.action_bank = None
+
+        extensions = getattr(cfg, "extensions", {}) or {}
+
+        defaults = {
+            "obs_mode": "state",
+            "episode_length": 50,
+            "joint_limits": 0.5,
+            "action_scale": 0.1,
+        }
+
+        for name, default in defaults.items():
+            value = extensions.get(name, getattr(cfg, name, default))
+            setattr(cfg, name, value)
+            setattr(self, name, getattr(cfg, name))
+
+        super().__init__(cfg, **kwargs)
+
+    def _init_sim_state(self, **kwargs):
+        """Initialize the simulation state at the beginning of scene creation."""
+
+        self._apply_functor_filter()
+
+        # create event manager
+        self.cfg: EmbodiedEnvCfg
+        if self.cfg.events:
+            self.event_manager = EventManager(self.cfg.events, self)
+
+            # perform events at the start of the simulation
+            if "startup" in self.event_manager.available_modes:
+                self.event_manager.apply(mode="startup")
+
+        if self.cfg.observations:
+            self.observation_manager = ObservationManager(self.cfg.observations, self)
+
+        # TODO: A workaround for handling dataset saving, which need history data of obs-action pairs.
+        # We may improve this by implementing a data manager to handle data saving and online streaming.
+        if self.cfg.dataset is not None:
+            self.metadata["dataset"] = self.cfg.dataset
+            self.episode_obs_list = []
+            self.episode_action_list = []
+
+            self.curr_episode = 0
+
+    def _apply_functor_filter(self) -> None:
+        """Apply functor filters to the environment components based on configuration.
+
+        This method is used to filter out certain components of the environment, such as visual randomization,
+        based on the configuration settings. For example, if `filter_visual_rand` is set to True in the configuration,
+        all visual randomization functors will be removed from the event manager.
+        """
+        from embodichain.utils.module_utils import get_all_exported_items_from_module
+        from embodichain.lab.gym.envs.managers.cfg import EventCfg
+
+        functors_to_remove = get_all_exported_items_from_module(
+            "embodichain.lab.gym.envs.managers.randomization.rendering"
+        )
+        if self.cfg.filter_visual_rand and self.cfg.events:
+            # Iterate through all attributes of the events object
+            for attr_name in dir(self.cfg.events):
+                attr = getattr(self.cfg.events, attr_name)
+                if isinstance(attr, EventCfg):
+                    if attr.func.__name__ in functors_to_remove:
+                        logger.log_info(
+                            f"Filtering out visual randomization functor: {attr.func.__name__}"
+                        )
+                        setattr(self.cfg.events, attr_name, None)
+
+    def _init_action_bank(
+        self, action_bank_cls: ActionBank, action_config: Dict[str, Any]
+    ):
+        """
+        Initialize action bank and parse action graph structure.
+
+        Args:
+            action_bank_cls: The ActionBank class for this environment.
+            action_config: The configuration dict for the action bank.
+        """
+        self.action_bank = action_bank_cls(action_config)
+        misc_cfg = action_config.get("misc", {})
+        try:
+            this_class_name = self.action_bank.__class__.__name__
+            node_func = {}
+            edge_func = {}
+            for class_name in [this_class_name, ActionBank.__name__]:
+                node_func.update(get_func_tag("node").functions.get(class_name, {}))
+                edge_func.update(get_func_tag("edge").functions.get(class_name, {}))
+        except KeyError as e:
+            raise KeyError(
+                f"Function tag for {e} not found in action bank function registry."
+            )
+
+        self.graph_compose, jobs_data, jobkey2index = self.action_bank.parse_network(
+            node_functions=node_func, edge_functions=edge_func, vis_graph=False
+        )
+        self.packages = self.action_bank.gantt(
+            tasks_data=jobs_data, taskkey2index=jobkey2index, vis=False
+        )
+
+    def set_affordance(self, key: str, value: Any):
+        """
+        Set an affordance value by key.
+
+        Args:
+            key (str): The affordance key.
+            value (Any): The affordance value.
+        """
+        self.affordance_datas[key] = value
+
+    def get_affordance(self, key: str, default: Any = None):
+        """
+        Get an affordance value by key.
+
+        Args:
+            key (str): The affordance key.
+            default (Any, optional): Default value if key not found.
+
+        Returns:
+            Any: The affordance value or default.
+        """
+        return self.affordance_datas.get(key, default)
+
+    def reset(
+        self, seed: Optional[int] = None, options: Optional[Dict] = None
+    ) -> Tuple[EnvObs, Dict]:
+        obs, info = super().reset(seed=seed, options=options)
+
+        if hasattr(self, "episode_obs_list"):
+            self.episode_obs_list = [obs]
+            self.episode_action_list = []
+
+        return obs, info
+
+    def step(
+        self, action: EnvAction, **kwargs
+    ) -> Tuple[EnvObs, torch.Tensor, torch.Tensor, torch.Tensor, Dict[str, Any]]:
+        # TODO: Maybe add action preprocessing manager and its functors.
+        obs, reward, done, truncated, info = super().step(action, **kwargs)
+
+        if hasattr(self, "episode_action_list"):
+
+            self.episode_obs_list.append(obs)
+            self.episode_action_list.append(action)
+
+        return obs, reward, done, truncated, info
+
+    def _extend_obs(self, obs: EnvObs, **kwargs) -> EnvObs:
+        if self.observation_manager:
+            obs = self.observation_manager.compute(obs)
+        return obs
+
+    def _prepare_scene(self, **kwargs) -> None:
+        self._setup_lights()
+        self._setup_background()
+        self._setup_interactive_objects()
+
+    def _update_sim_state(self, **kwargs) -> None:
+        """Perform the simulation step and apply events if configured.
+
+        The events manager applies its functors after physics simulation and rendering,
+        and before the observation and reward computation (if applicable).
+        """
+        if self.cfg.events:
+            if "interval" in self.event_manager.available_modes:
+                self.event_manager.apply(mode="interval")
+
+    def _initialize_episode(
+        self, env_ids: Optional[Sequence[int]] = None, **kwargs
+    ) -> None:
+        # apply events such as randomization for environments that need a reset
+        if self.cfg.events:
+            if "reset" in self.event_manager.available_modes:
+                self.event_manager.apply(mode="reset", env_ids=env_ids)
+
+    def _step_action(self, action: EnvAction) -> EnvAction:
+        """Set action control command into simulation.
+
+        Args:
+            action: The action applied to the robot agent.
+
+        Returns:
+            The action return.
+        """
+        # TODO: Support data structure action input such as struct.
+        qpos = action
+
+        self.robot.set_qpos(qpos=qpos)
+
+        return action
+
+    def _setup_robot(self, **kwargs) -> Robot:
+        """Setup the robot in the environment.
+
+        Currently, only joint position control is supported. Would be extended to support joint velocity and torque
+            control in the future.
+
+        Returns:
+            Robot: The robot instance added to the scene.
+        """
+        if self.cfg.robot is None:
+            logger.error("Robot configuration is not provided.")
+
+        # Initialize the robot based on the configuration.
+        robot: Robot = self.sim.add_robot(self.cfg.robot)
+
+        robot.build_pk_serial_chain()
+
+        # TODO: we may need control parts to group actual controlled joints ids.
+        # In this way, the action pass to env should be a dict or struct to store the
+        # joint ids as well.
+        qpos_limits = robot.body_data.qpos_limits[0].cpu().numpy()
+        self.single_action_space = gym.spaces.Box(
+            low=qpos_limits[:, 0], high=qpos_limits[:, 1], dtype=np.float32
+        )
+        return robot
+
+    def _setup_sensors(self, **kwargs) -> Dict[str, BaseSensor]:
+        """Setup the sensors in the environment.
+
+        Returns:
+            Dict[str, BaseSensor]: A dictionary mapping sensor UIDs to sensor instances.
+        """
+
+        # TODO: support sensor attachment to the robot.
+
+        sensors = {}
+        for cfg in self.cfg.sensor:
+            sensor = self.sim.add_sensor(cfg)
+            sensors[cfg.uid] = sensor
+        return sensors
+
+    def _setup_lights(self) -> None:
+        """Setup the lights in the environment."""
+        for cfg in self.cfg.light.direct:
+            self.sim.add_light(cfg=cfg)
+
+    def _setup_background(self) -> None:
+        """Setup the static rigid objects in the environment."""
+        for cfg in self.cfg.background:
+            if cfg.body_type == "dynamic":
+                logger.log_error(
+                    f"Background object must be kinematic or static rigid object."
+                )
+            self.sim.add_rigid_object(cfg=cfg)
+
+    def _setup_interactive_objects(self) -> None:
+        """Setup the interactive objects in the environment."""
+
+        for cfg in self.cfg.articulation:
+            self.sim.add_articulation(cfg=cfg)
+
+        for cfg in self.cfg.rigid_object:
+            if cfg.body_type != "dynamic":
+                logger.log_error(
+                    f"Interactive rigid object must be dynamic rigid object."
+                )
+            self.sim.add_rigid_object(cfg=cfg)
+
+        for cfg in self.cfg.rigid_object_group:
+            self.sim.add_rigid_object_group(cfg=cfg)
+
+    def preview_sensor_data(
+        self, name: str, data_type: str = "color", env_ids: int = 0, method: str = "plt"
+    ) -> None:
+        """Preview the sensor data by matplotlib
+
+        Note:
+            Currently only support RGB image preview.
+
+        Args:
+            name (str): name of the sensor to preview.
+            data_type (str): type of the sensor data to preview.
+            env_ids (int): index of the arena to preview. Defaults to 0.
+            method (str): method to preview the sensor data. Currently support "plt" and "cv2". Defaults to "plt".
+        """
+        # TODO: this function need to be improved to support more sensor types and data types.
+
+        sensor = self.get_sensor(name=name)
+
+        if data_type not in sensor.SUPPORTED_DATA_TYPES:
+            logger.error(
+                f"Data type '{data_type}' not supported by sensor '{name}'. Supported types: {sensor.SUPPORTED_DATA_TYPES}"
+            )
+
+        sensor.update()
+
+        data = sensor.get_data()
+
+        # TODO: maybe put the preview (visualization) method to the sensor class.
+        if sensor.cfg.sensor_type == "StereoCamera":
+            view = data[data_type][env_ids].cpu().numpy()
+            view_right = data[f"{data_type}_right"][env_ids].cpu().numpy()
+            view = np.concatenate((view, view_right), axis=1)
+        else:
+            view = data[data_type][env_ids].cpu().numpy()
+
+        if method == "cv2":
+            import cv2
+
+            cv2.imshow(
+                f"sensor_data_{data_type}", cv2.cvtColor(view, cv2.COLOR_RGB2BGR)
+            )
+            cv2.waitKey(0)
+        elif method == "plt":
+            from matplotlib import pyplot as plt
+
+            plt.imshow(view)
+            plt.savefig(f"sensor_data_{data_type}.png")
+
+    def create_demo_action_list(self, *args, **kwargs) -> Optional[Sequence[EnvAction]]:
+        """Create a demonstration action list for the environment.
+
+        This function should be implemented in subclasses to generate a sequence of actions
+        that demonstrate a specific task or behavior within the environment.
+
+        Returns:
+            Optional[Sequence[EnvAction]]: A list of actions if a demonstration is available, otherwise None.
+        """
+        raise NotImplementedError(
+            "The method 'create_demo_action_list' must be implemented in subclasses."
+        )
+
+    def to_dataset(
+        self, id: str, save_path: str = None, folder_name: str = None
+    ) -> Optional[str]:
+        """
+        Convert the recorded episode data to a dataset format and save to disk.
+
+        Args:
+            id (str): Unique identifier for the dataset.
+            save_path (str, optional): Path to save the dataset. If None, use config or default.
+            folder_name (str, optional): Folder name for saving. If None, auto-generate.
+
+        Returns:
+            Optional[str]: The path to the saved dataset, or None if failed.
+        """
+        # TODO: To be refactor data pipeline into more modularized and extendable way.
+        from embodichain.data.data_engine.data_dict_extractor import (
+            fetch_imitation_dataset,
+        )
+        from embodichain.lab.gym.utils.misc import camel_to_snake
+
+        save_path = self.cfg.dataset.get("save_path", None)
+        if save_path is None:
+            from embodichain.data import database_demo_dir
+
+            save_path = database_demo_dir
+
+        if self.curr_episode == 0:
+            self.folder_name = f"{camel_to_snake(self.__class__.__name__)}_{camel_to_snake(self.robot.cfg.uid)}"
+            if os.path.exists(os.path.join(save_path, self.folder_name)):
+                self.folder_name = f"{self.folder_name}_{np.random.randint(0, 1000)}"
+
+        dataset_path = fetch_imitation_dataset(
+            self,
+            self.episode_obs_list[:-1],
+            self.episode_action_list,
+            id,
+            self.folder_name,
+        )
+        return dataset_path
+
+    def is_task_success(self, **kwargs) -> torch.Tensor:
+        """Determine if the task is successfully completed. This is mainly used in the data generation process
+        of the imitation learning.
+
+        Args:
+            **kwargs: Additional arguments for task-specific success criteria.
+
+        Returns:
+            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
+        """
+
+        return torch.ones(self.num_envs, dtype=torch.bool, device=self.device)
diff --git a/embodichain/lab/gym/envs/managers/__init__.py b/embodichain/lab/gym/envs/managers/__init__.py
new file mode 100644
index 00000000..946165a8
--- /dev/null
+++ b/embodichain/lab/gym/envs/managers/__init__.py
@@ -0,0 +1,20 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .cfg import FunctorCfg, SceneEntityCfg, EventCfg, ObservationCfg
+from .manager_base import Functor, ManagerBase
+from .event_manager import EventManager
+from .observation_manager import ObservationManager
diff --git a/embodichain/lab/gym/envs/managers/cfg.py b/embodichain/lab/gym/envs/managers/cfg.py
new file mode 100644
index 00000000..3f5c8da6
--- /dev/null
+++ b/embodichain/lab/gym/envs/managers/cfg.py
@@ -0,0 +1,311 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import torch
+
+from collections.abc import Callable
+from dataclasses import MISSING
+from typing import TYPE_CHECKING, Any, Literal
+
+from embodichain.lab.sim.objects import Articulation, RigidObject
+from embodichain.utils import configclass
+
+if TYPE_CHECKING:
+    from embodichain.lab.sim import SimulationManager
+    from .manager_base import Functor
+
+    # from .recorder_manager import RecorderTerm
+
+
+@configclass
+class FunctorCfg:
+    """Configuration for a functor."""
+
+    func: Callable | Functor = MISSING
+    """The function or class to be called for the functor.
+
+    The function must take the environment object as the first argument.
+    The remaining arguments are specified in the :attr:`params` attribute.
+
+    It also supports `callable classes`_, i.e. classes that implement the :meth:`__call__`
+    method. In this case, the class should inherit from the :class:`Functor` class
+    and implement the required methods.
+
+    .. _`callable classes`: https://docs.python.org/3/reference/datamodel.html#object.__call__
+    """
+
+    params: dict[str, Any | SceneEntityCfg] = dict()
+    """The parameters to be passed to the function as keyword arguments. Defaults to an empty dict.
+
+    .. note::
+        If the value is a :class:`SceneEntityCfg` object, the manager will query the scene entity
+        from the :class:`SimulationManager` and process the entity's joints and bodies as specified
+        in the :class:`SceneEntityCfg` object.
+    """
+
+
+@configclass
+class EventCfg(FunctorCfg):
+    """Configuration for a event functor.
+
+    The event functor is used to trigger events in the environment at specific times or under specific conditions.
+    The `mode` attribute determines when the functor is applied.
+    - `startup`: The functor is applied when the environment is started.
+    - `interval`: The functor is applied at each env step.
+    - `reset`: The functor is applied when the environment is reset.
+    """
+
+    mode: Literal["startup", "interval", "reset"] = "reset"
+    """The mode in which the event functor is applied.
+
+    Note:
+        The mode name ``"interval"`` is a special mode that is handled by the
+        manager Hence, its name is reserved and cannot be used for other modes.
+    """
+
+    # TODO: maybe support simulation time-based events (time = step * (physics_dt * sim_steps_per_control))
+    interval_step: int = 10
+    """The number of environment step after which the functor is applied. Defaults to 4."""
+
+    is_global: bool = False
+    """Whether the event should be tracked on a per-environment basis. Defaults to False.
+
+    If True, the same interval step is used for all the environment instances.
+    If False, the interval step is sampled independently for each environment instance
+    and the functor is applied when the current step hits the interval step for that instance.
+
+    Note:
+        This is only used if the mode is ``"interval"``.
+    """
+
+
+@configclass
+class ObservationCfg(FunctorCfg):
+    """Configuration for an observation functor.
+
+    The observation functor is used to compute observations for the environment. The `mode` attribute
+    determines whether the observation is already present in the observation space or not.
+    """
+
+    mode: Literal["modify", "add"] = "modify"
+    """The mode for the observation computation.
+
+    - `modify`: The observation is already present in the observation space, updated the value in-place.
+    - `add`: The observation is not present in the observation space, add a new entry to the observation space.
+    """
+
+    name: str = MISSING
+    """The name of the observation.
+
+    The name can be a new key to observation space, eg:
+        - `object_position`: shape of (num_envs, 3)
+        - `robot/eef_pose`: shape of (num_envs, 7) or (num_envs, 4, 4)
+        - `sensor/cam_high/mask`: shape of (num_envs, H, W)
+    or a existing key to modify, eg:
+        - `robot/qpos`: shape of (num_envs, num_dofs)
+    `/` is used to separate different levels of hierarchy in the observation dictionary.
+    """
+
+
+@configclass
+class SceneEntityCfg:
+    """Configuration for a scene entity that is used by the manager's functor.
+
+    This class is used to specify the name of the scene entity that is queried from the
+    :class:`SimulationManager` and passed to the manager's functor.
+    """
+
+    uid: str = MISSING
+    """The name of the scene entity.
+
+    This is the name defined in the scene configuration file. See the :class:`SimulationManagerCfg`
+    class for more details.
+    """
+
+    joint_names: str | list[str] | None = None
+    """The names of the joints from the scene entity. Defaults to None.
+
+    The names can be either joint names or a regular expression matching the joint names.
+
+    These are converted to joint indices on initialization of the manager and passed to the functor
+    as a list of joint indices under :attr:`joint_ids`.
+    """
+
+    joint_ids: list[int] | slice = slice(None)
+    """The indices of the joints from the asset required by the functor. Defaults to slice(None), which means
+    all the joints in the asset (if present).
+
+    If :attr:`joint_names` is specified, this is filled in automatically on initialization of the
+    manager.
+    """
+
+    link_names: str | list[str] | None = None
+    """The names of the links from the asset required by the functor. Defaults to None.
+
+    The names can be either link names or a regular expression matching the link names.
+    """
+
+    control_parts: str | list[str] | None = None
+    """The names of the control parts from the asset(only support for robot) required by the functor. Defaults to None.
+    """
+
+    # TODO: Maybe support tendon names and ids in the future.
+
+    body_names: str | list[str] | None = None
+    """The names of the bodies from the asset required by the functor. Defaults to None.
+
+    The names can be either body names or a regular expression matching the body names.
+
+    These are converted to body indices on initialization of the manager and passed to the functor
+    function as a list of body indices under :attr:`body_ids`.
+    """
+
+    body_ids: list[int] | slice = slice(None)
+    """The indices of the bodies from the asset required by the functor. Defaults to slice(None), which means
+    all the bodies in the asset.
+
+    If :attr:`body_names` is specified, this is filled in automatically on initialization of the
+    manager.
+    """
+
+    # TODO: Maybe support object collection (same as IsaacLab definitions).
+
+    preserve_order: bool = False
+    """Whether to preserve indices ordering to match with that in the specified joint, body, or object collection names.
+    Defaults to False.
+
+    If False, the ordering of the indices are sorted in ascending order (i.e. the ordering in the entity's joints,
+    bodies, or object in the object collection). Otherwise, the indices are preserved in the order of the specified
+    joint, body, or object collection names.
+
+    For more details, see the :meth:`isaaclab.utils.string.resolve_matching_names` function.
+
+    .. note::
+        This attribute is only used when :attr:`joint_names`, :attr:`body_names` are specified.
+
+    """
+
+    def resolve(self, scene: SimulationManager):
+        """Resolves the scene entity and converts the joint and body names to indices.
+
+        This function examines the scene entity from the :class:`SimulationManager` and resolves the indices
+        and names of the joints and bodies. It is an expensive operation as it resolves regular expressions
+        and should be called only once.
+
+        Args:
+            scene: The interactive scene instance.
+
+        Raises:
+            ValueError: If the scene entity is not found.
+            ValueError: If both ``joint_names`` and ``joint_ids`` are specified and are not consistent.
+            ValueError: If both ``body_names`` and ``body_ids`` are specified and are not consistent.
+        """
+        # check if the entity is valid
+        asset_uids = scene.asset_uids
+        if self.uid not in asset_uids:
+            raise ValueError(
+                f"The scene entity '{self.uid}' does not exist. Available entities: {asset_uids}."
+            )
+
+        # convert joint names to indices based on regex
+        self._resolve_joint_names(scene)
+
+        # convert body names to indices based on regex
+        self._resolve_body_names(scene)
+
+    def _resolve_joint_names(self, scene: SimulationManager):
+        # convert joint names to indices based on regex
+        if self.joint_names is not None or self.joint_ids != slice(None):
+            entity: Articulation = scene[self.uid]
+            # -- if both are not their default values, check if they are valid
+            if self.joint_names is not None and self.joint_ids != slice(None):
+                if isinstance(self.joint_names, str):
+                    self.joint_names = [self.joint_names]
+                if isinstance(self.joint_ids, int):
+                    self.joint_ids = [self.joint_ids]
+                joint_ids, _ = entity.find_joints(
+                    self.joint_names, preserve_order=self.preserve_order
+                )
+                joint_names = [entity.joint_names[i] for i in self.joint_ids]
+                if joint_ids != self.joint_ids or joint_names != self.joint_names:
+                    raise ValueError(
+                        "Both 'joint_names' and 'joint_ids' are specified, and are not consistent."
+                        f"\n\tfrom joint names: {self.joint_names} [{joint_ids}]"
+                        f"\n\tfrom joint ids: {joint_names} [{self.joint_ids}]"
+                        "\nHint: Use either 'joint_names' or 'joint_ids' to avoid confusion."
+                    )
+            # -- from joint names to joint indices
+            elif self.joint_names is not None:
+                if isinstance(self.joint_names, str):
+                    self.joint_names = [self.joint_names]
+                self.joint_ids, _ = entity.find_joints(
+                    self.joint_names, preserve_order=self.preserve_order
+                )
+                # performance optimization (slice offers faster indexing than list of indices)
+                # only all joint in the entity order are selected
+                if (
+                    len(self.joint_ids) == entity.num_joints
+                    and self.joint_names == entity.joint_names
+                ):
+                    self.joint_ids = slice(None)
+            # -- from joint indices to joint names
+            elif self.joint_ids != slice(None):
+                if isinstance(self.joint_ids, int):
+                    self.joint_ids = [self.joint_ids]
+                self.joint_names = [entity.joint_names[i] for i in self.joint_ids]
+
+    def _resolve_body_names(self, scene: SimulationManager):
+        # convert body names to indices based on regex
+        if self.body_names is not None or self.body_ids != slice(None):
+            entity: RigidObject = scene[self.uid]
+            # -- if both are not their default values, check if they are valid
+            if self.body_names is not None and self.body_ids != slice(None):
+                if isinstance(self.body_names, str):
+                    self.body_names = [self.body_names]
+                if isinstance(self.body_ids, int):
+                    self.body_ids = [self.body_ids]
+                body_ids, _ = entity.find_bodies(
+                    self.body_names, preserve_order=self.preserve_order
+                )
+                body_names = [entity.body_names[i] for i in self.body_ids]
+                if body_ids != self.body_ids or body_names != self.body_names:
+                    raise ValueError(
+                        "Both 'body_names' and 'body_ids' are specified, and are not consistent."
+                        f"\n\tfrom body names: {self.body_names} [{body_ids}]"
+                        f"\n\tfrom body ids: {body_names} [{self.body_ids}]"
+                        "\nHint: Use either 'body_names' or 'body_ids' to avoid confusion."
+                    )
+            # -- from body names to body indices
+            elif self.body_names is not None:
+                if isinstance(self.body_names, str):
+                    self.body_names = [self.body_names]
+                self.body_ids, _ = entity.find_bodies(
+                    self.body_names, preserve_order=self.preserve_order
+                )
+                # performance optimization (slice offers faster indexing than list of indices)
+                # only all bodies in the entity order are selected
+                if (
+                    len(self.body_ids) == entity.num_bodies
+                    and self.body_names == entity.body_names
+                ):
+                    self.body_ids = slice(None)
+            # -- from body indices to body names
+            elif self.body_ids != slice(None):
+                if isinstance(self.body_ids, int):
+                    self.body_ids = [self.body_ids]
+                self.body_names = [entity.body_names[i] for i in self.body_ids]
diff --git a/embodichain/lab/gym/envs/managers/event_manager.py b/embodichain/lab/gym/envs/managers/event_manager.py
new file mode 100644
index 00000000..fa06b9d8
--- /dev/null
+++ b/embodichain/lab/gym/envs/managers/event_manager.py
@@ -0,0 +1,353 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+
+# All rights reserved.
+#
+# This file incorporates code from the Isaac Lab Project
+# Copyright (c) 2022-2025, The Isaac Lab Project Developers
+# (https://github.com/isaac-sim/IsaacLab/blob/main/CONTRIBUTORS.md).
+# All rights reserved.
+#
+# SPDX-License-Identifier: BSD-3-Clause
+# ----------------------------------------------------------------------------
+
+"""Event manager for orchestrating operations based on different simulation events."""
+
+from __future__ import annotations
+
+import inspect
+import torch
+from collections.abc import Sequence
+from prettytable import PrettyTable
+from typing import TYPE_CHECKING, Union
+
+from embodichain.utils import logger
+from .manager_base import ManagerBase
+from .cfg import EventCfg
+
+if TYPE_CHECKING:
+    from embodichain.lab.gym.envs import EmbodiedEnv
+
+
+class EventManager(ManagerBase):
+    """Manager for orchestrating operations based on different simulation events.
+
+    The event manager applies operations to the environment based on different simulation events. For example,
+    changing the masses of objects or their friction coefficients during initialization/ reset, or applying random
+    pushes to the robot at a fixed interval of steps. The user can specify several modes of events to fine-tune the
+    behavior based on when to apply the event.
+
+    The event functors are parsed from a config class containing the manager's settings and each functor's
+    parameters. Each event functor should instantiate the :class:`EventCfg` class.
+
+    Event functors can be grouped by their mode. The mode is a user-defined string that specifies when
+    the event functor should be applied. This provides the user complete control over when event
+    functors should be applied.
+
+    For a typical training process, you may want to apply events in the following modes:
+
+    - "prestartup": Event is applied once at the beginning of the training before the simulation starts.
+      This is used to randomize USD-level properties of the simulation stage.
+    - "startup": Event is applied once at the beginning of the training once simulation is started.
+    - "reset": Event is applied at every reset.
+    - "interval": Event is applied at pre-specified intervals of time.
+
+    However, you can also define your own modes and use them in the training process as you see fit.
+    For this you will need to add the triggering of that mode in the environment implementation as well.
+
+    .. note::
+
+        The triggering of operations corresponding to the mode ``"interval"`` are the only mode that are
+        directly handled by the manager itself. The other modes are handled by the environment implementation.
+
+    """
+
+    _env: EmbodiedEnv
+    """The environment instance."""
+
+    def __init__(self, cfg: object, env: EmbodiedEnv):
+        """Initialize the event manager.
+
+        Args:
+            cfg: A configuration object or dictionary (``dict[str, EventCfg]``).
+            env: An environment object.
+        """
+        # create buffers to parse and store functors
+        self._mode_functor_names: dict[str, list[str]] = dict()
+        self._mode_functor_cfgs: dict[str, list[EventCfg]] = dict()
+        self._mode_class_functor_cfgs: dict[str, list[EventCfg]] = dict()
+
+        # call the base class (this will parse the functors config)
+        super().__init__(cfg, env)
+
+    def __str__(self) -> str:
+        """Returns: A string representation for event manager."""
+        functor_num = sum(len(v) for v in self._mode_functor_names.values())
+        msg = f"<EventManager> contains {functor_num} active functors.\n"
+
+        # add info on each mode
+        for mode in self._mode_functor_names:
+            # create table for functor information
+            table = PrettyTable()
+            table.title = f"Active Event Functors in Mode: '{mode}'"
+            # add table headers based on mode
+            if mode == "interval":
+                table.field_names = ["Index", "Name", "Interval step"]
+                table.align["Name"] = "l"
+                for index, (name, cfg) in enumerate(
+                    zip(self._mode_functor_names[mode], self._mode_functor_cfgs[mode])
+                ):
+                    table.add_row([index, name, cfg.interval_step])
+            else:
+                table.field_names = ["Index", "Name"]
+                table.align["Name"] = "l"
+                for index, name in enumerate(self._mode_functor_names[mode]):
+                    table.add_row([index, name])
+            # convert table to string
+            msg += table.get_string()
+            msg += "\n"
+
+        return msg
+
+    """
+    Properties.
+    """
+
+    @property
+    def active_functors(self) -> dict[str, list[str]]:
+        """Name of active event functors.
+
+        The keys are the modes of event and the values are the names of the event functors.
+        """
+        return self._mode_functor_names
+
+    @property
+    def available_modes(self) -> list[str]:
+        """Modes of events."""
+        return list(self._mode_functor_names.keys())
+
+    """
+    Operations.
+    """
+
+    def reset(self, env_ids: Union[Sequence[int], None] = None) -> dict[str, float]:
+        # call all functors that are classes
+        for mode_cfg in self._mode_class_functor_cfgs.values():
+            for functor_cfg in mode_cfg:
+                functor_cfg.func.reset(env_ids=env_ids)
+
+        # resolve number of environments
+        if env_ids is None:
+            num_envs = self._env.num_envs
+        else:
+            num_envs = len(env_ids)
+
+        # May be add more useful reset logic later.
+
+        # nothing to log here
+        return {}
+
+    def apply(
+        self,
+        mode: str,
+        env_ids: Union[Sequence[int], None] = None,
+    ):
+        """Calls each event functor in the specified mode.
+
+        This function iterates over all the event functors in the specified mode and calls the function
+        corresponding to the functor. The function is called with the environment instance and the environment
+        indices to apply the event to.
+
+        For the "interval" mode, the function is called when the time interval has passed. This requires
+        specifying the time step of the environment.
+
+        For the "reset" mode, the function is called when the mode is "reset" and the total number of environment
+        steps that have happened since the last trigger of the function is equal to its configured parameter for
+        the number of environment steps between resets.
+
+        Args:
+            mode: The mode of event.
+            env_ids: The indices of the environments to apply the event to.
+                Defaults to None, in which case the event is applied to all environments when applicable.
+
+        Raises:
+            ValueError: If the mode is ``"interval"`` and the environment indices are provided. This is an undefined
+                behavior as the environment indices are computed based on the time left for each environment.
+            ValueError: If the mode is ``"reset"`` and the total number of environment steps that have happened
+                is not provided.
+        """
+        # check if mode is valid
+        if mode not in self._mode_functor_names:
+            logger.log_warning(f"Event mode '{mode}' is not defined. Skipping event.")
+            return
+
+        if mode == "interval" and env_ids is not None:
+            logger.log_error(
+                f"Event mode '{mode}' does not require environment indices. This is an undefined behavior"
+                " as the environment indices are computed based on the time left for each environment."
+            )
+
+        # iterate over all the event functors
+        for index, functor_cfg in enumerate(self._mode_functor_cfgs[mode]):
+            functor_cfg: EventCfg
+            if mode == "interval":
+                self._interval_functor_step_count[index] += 1
+
+                # check if the interval has passed and sample a new interval
+                # note: we compare with a small value to handle floating point errors
+                if (
+                    functor_cfg.is_global
+                    and self._interval_functor_step_count[index]
+                    % functor_cfg.interval_step
+                    == 0
+                ):
+
+                    # call the event functor (with None for env_ids)
+                    functor_cfg.func(self._env, None, **functor_cfg.params)
+                else:
+                    valid_env_ids = (
+                        (
+                            self._interval_functor_step_count[index]
+                            % functor_cfg.interval_step
+                            == 0
+                        )
+                        .nonzero()
+                        .flatten()
+                    )
+                    if len(valid_env_ids) > 0:
+                        # call the event functor
+                        functor_cfg.func(self._env, valid_env_ids, **functor_cfg.params)
+            elif mode == "reset":
+                # resolve the environment indices
+                if env_ids is None:
+                    env_ids = slice(None)
+
+                functor_cfg.func(self._env, env_ids, **functor_cfg.params)
+            else:
+                # call the event functor
+                functor_cfg.func(self._env, env_ids, **functor_cfg.params)
+
+    """
+    Operations - Functor settings.
+    """
+
+    def set_functor_cfg(self, functor_name: str, cfg: EventCfg):
+        """Sets the configuration of the specified functor into the manager.
+
+        The method finds the functor by name by searching through all the modes.
+        It then updates the configuration of the functor with the first matching name.
+
+        Args:
+            functor_name: The name of the event functor.
+            cfg: The configuration for the event functor.
+
+        Raises:
+            ValueError: If the functor name is not found.
+        """
+        functor_found = False
+        for mode, functors in self._mode_functor_names.items():
+            if functor_name in functors:
+                self._mode_functor_cfgs[mode][functors.index(functor_name)] = cfg
+                functor_found = True
+                break
+        if not functor_found:
+            logger.log_error(f"Event functor '{functor_name}' not found.")
+
+    def get_functor_cfg(self, functor_name: str) -> EventCfg:
+        """Gets the configuration for the specified functor.
+
+        The method finds the functor by name by searching through all the modes.
+        It then returns the configuration of the functor with the first matching name.
+
+        Args:
+            functor_name: The name of the event functor.
+
+        Returns:
+            The configuration of the event functor.
+
+        Raises:
+            ValueError: If the functor name is not found.
+        """
+        for mode, functors in self._mode_functor_names.items():
+            if functor_name in functors:
+                return self._mode_functor_cfgs[mode][functors.index(functor_name)]
+        logger.log_error(f"Event functor '{functor_name}' not found.")
+
+    """
+    Operations - Visit functor.
+    """
+
+    def get_functor(self, functor_name: str):
+        """
+        Retrieve a functor from the configuration by its name.
+
+        Args:
+            functor_name (str): The name of the functor to retrieve.
+
+        Returns:
+            The functor if it exists in the configuration, otherwise None.
+        """
+        if hasattr(self.cfg, functor_name):
+            functor = getattr(self.cfg, functor_name).func
+            return functor
+        else:
+            logger.log_warning(
+                f"Got no functor {functor_name} in event_manager, please check again."
+            )
+            return None
+
+    """
+    Helper functions.
+    """
+
+    def _prepare_functors(self):
+        # buffer to store the time left for "interval" mode
+        # if interval is global, then it is a single value, otherwise it is per environment
+        self._interval_functor_step_count: list[torch.Tensor] = list()
+
+        # check if config is dict already
+        if isinstance(self.cfg, dict):
+            cfg_items = self.cfg.items()
+        else:
+            cfg_items = self.cfg.__dict__.items()
+        # iterate over all the functors
+        for functor_name, functor_cfg in cfg_items:
+            # check for non config
+            if functor_cfg is None:
+                continue
+            # check for valid config type
+            if not isinstance(functor_cfg, EventCfg):
+                raise TypeError(
+                    f"Configuration for the functor '{functor_name}' is not of type EventCfg."
+                    f" Received: '{type(functor_cfg)}'."
+                )
+
+            # resolve common parameters
+            self._resolve_common_functor_cfg(functor_name, functor_cfg, min_argc=2)
+
+            # check if mode is a new mode
+            if functor_cfg.mode not in self._mode_functor_names:
+                # add new mode
+                self._mode_functor_names[functor_cfg.mode] = list()
+                self._mode_functor_cfgs[functor_cfg.mode] = list()
+                self._mode_class_functor_cfgs[functor_cfg.mode] = list()
+            # add functor name and parameters
+            self._mode_functor_names[functor_cfg.mode].append(functor_name)
+            self._mode_functor_cfgs[functor_cfg.mode].append(functor_cfg)
+
+            # check if the functor is a class
+            if inspect.isclass(functor_cfg.func):
+                self._mode_class_functor_cfgs[functor_cfg.mode].append(functor_cfg)
+
+            # resolve the mode of the events
+            # -- interval mode
+            if functor_cfg.mode == "interval":
+                # sample the time left for global
+                if functor_cfg.is_global:
+                    count = torch.zeros(1, dtype=torch.int32, device=self.device)
+                    self._interval_functor_step_count.append(count)
+                else:
+                    count = torch.zeros(
+                        self.num_envs, dtype=torch.int32, device=self.device
+                    )
+                    self._interval_functor_step_count.append(count)
diff --git a/embodichain/lab/gym/envs/managers/events.py b/embodichain/lab/gym/envs/managers/events.py
new file mode 100644
index 00000000..1e089434
--- /dev/null
+++ b/embodichain/lab/gym/envs/managers/events.py
@@ -0,0 +1,610 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import torch
+import os
+import random
+
+from copy import deepcopy
+from typing import TYPE_CHECKING, List, Union, Tuple, Dict
+
+from embodichain.lab.sim.objects import (
+    Light,
+    RigidObject,
+    RigidObjectGroup,
+    Articulation,
+    Robot,
+)
+from embodichain.lab.sim.cfg import RigidObjectCfg, ArticulationCfg
+from embodichain.lab.sim.shapes import MeshCfg
+from embodichain.lab.gym.envs.managers.cfg import SceneEntityCfg
+from embodichain.lab.gym.envs.managers import Functor, FunctorCfg
+from embodichain.utils.module_utils import find_function_from_modules
+from embodichain.utils.string import remove_regex_chars, resolve_matching_names
+from embodichain.utils.file import get_all_files_in_directory
+from embodichain.utils.math import (
+    sample_uniform,
+    pose_inv,
+    xyz_quat_to_4x4_matrix,
+    trans_matrix_to_xyz_quat,
+)
+from embodichain.utils import logger
+from embodichain.data import get_data_path
+
+if TYPE_CHECKING:
+    from embodichain.lab.gym.envs import EmbodiedEnv
+
+
+class replace_assets_from_group(Functor):
+    """Replace assets in the environment from a specified group of assets.
+
+    The group of assets can be defined in the following ways:
+        - A directory containing multiple asset files.
+        - A json file listing multiple assets with their properties. (not supported yet)
+        - ... (other methods can be added in the future)
+    """
+
+    def __init__(self, cfg: FunctorCfg, env: EmbodiedEnv):
+        """Initialize the term.
+
+        Args:
+            cfg: The configuration of the functor.
+            env: The environment instance.
+
+        Raises:
+            ValueError: If the asset is not a RigidObject or an Articulation.
+        """
+        super().__init__(cfg, env)
+
+        # extract the used quantities (to enable type-hinting)
+        entity_cfg: SceneEntityCfg = cfg.params["entity_cfg"]
+        asset = env.sim.get_asset(entity_cfg.uid)
+        if asset is None:
+            logger.log_error(
+                f"Asset with UID '{entity_cfg.uid}' not found in the simulation."
+            )
+
+        if (
+            isinstance(asset, RigidObject)
+            and isinstance(asset.cfg.shape, MeshCfg) is False
+        ):
+            logger.log_error(
+                "Only mesh-based RigidObject assets are supported for replacement."
+            )
+
+        self.asset_cfg = asset.cfg
+        self.asset_type = type(asset)
+
+        if isinstance(asset, Articulation):
+            logger.log_error("Replacing articulation assets is not supported yet.")
+
+        self._asset_group_path: list[str] = []
+
+        # The following block of code only handle rigid object assets.
+        # If we want to support articulation assets, the group path format
+        # should be changed into list of folder (each folder contains a urdf file
+        # and its associated resources)
+        folder_path = cfg.params.get("folder_path", None)
+
+        if folder_path is None:
+            logger.log_error(
+                "folder_path must be specified in the functor configuration."
+            )
+
+        if folder_path.endswith("/") is False:
+            folder_path, patterns = os.path.split(folder_path)
+
+            # remove regular expression from patterns
+            patterns = remove_regex_chars(patterns)
+            full_path = get_data_path(f"{folder_path}/")
+            self._asset_group_path = get_all_files_in_directory(
+                full_path, patterns=patterns
+            )
+        else:
+            full_path = get_data_path(folder_path)
+            self._asset_group_path = get_all_files_in_directory(full_path)
+
+    def __call__(
+        self,
+        env: EmbodiedEnv,
+        env_ids: Union[torch.Tensor, None],
+        entity_cfg: SceneEntityCfg,
+        folder_path: str,
+    ) -> None:
+
+        env.sim.remove_asset(entity_cfg.uid)
+        asset_path = random.choice(self._asset_group_path)
+        self.asset_cfg.shape.fpath = asset_path
+        if self.asset_type == RigidObject:
+            new_asset = env.sim.add_rigid_object(cfg=self.asset_cfg)
+        else:
+            logger.log_error("Only RigidObject assets are supported for replacement.")
+
+
+class prepare_extra_attr(Functor):
+    def __init__(self, cfg: FunctorCfg, env: EmbodiedEnv):
+        """
+        Initializes the event manager with the given configuration and environment.
+
+        Args:
+            cfg (FunctorCfg): The configuration object for the functor.
+            env (EmbodiedEnv): The embodied environment instance.
+
+        Attributes:
+            extra_attrs (dict): A dictionary to hold additional attributes.
+        """
+        super().__init__(cfg, env)
+
+        self.extra_attrs = {}
+
+    def __call__(
+        self, env: EmbodiedEnv, env_ids: Union[torch.Tensor, None], attrs: List[Dict]
+    ) -> None:
+        """
+        Processes extra attributes for the given environment.
+
+        This method iterates over a list of attributes, validates them, and updates
+        the `extra_attrs` dictionary based on the specified modes and values. It handles
+        both static and callable attributes, logging warnings for any issues encountered.
+
+        Args:
+            env (EmbodiedEnv): The environment instance to which the attributes are applied.
+            env_ids (Union[torch.Tensor, None]): Optional tensor of environment IDs (not used in this method).
+            attrs (List[Dict]): A list of dictionaries containing attribute configurations.
+                Each dictionary must contain a 'name', and may contain 'entity_cfg', 'entities',
+                'mode', 'value', 'func_name', and 'func_kwargs'.
+
+        Returns:
+            None: This method does not return a value.
+        """
+        for attr_idx, attr in enumerate(attrs):
+            attr_name = attr.get("name", None)
+            if attr_name is None:
+                logger.log_warning(
+                    f"{attr_idx}-th extra attribute got no name, skipping.."
+                )
+                continue
+            if attr.get("entity_cfg", None) is not None:
+                entity_cfgs = [SceneEntityCfg(**attr["entity_cfg"])]
+            elif attr.get("entity_uids", None) is not None:
+                entity_uids = attr["entity_uids"]
+                if isinstance(entity_uids, (str, list)):
+                    entity_uids = resolve_uids(env, entity_uids)
+                    if entity_uids is None:
+                        logger.log_warning(
+                            f"Entities string {entity_uids} is not supported, skipping.."
+                        )
+                        continue
+                else:
+                    logger.log_warning(
+                        f"Entities type {type(entity_uids)} is not supported, skipping.."
+                    )
+                    continue
+                entity_cfgs = [SceneEntityCfg(uid=uid) for uid in entity_uids]
+            else:
+                logger.log_warning(
+                    f"'entity_cfg' or 'entity_uids' must be provieded, skipping.."
+                )
+                continue
+
+            attr_mode = attr.get("mode", None)
+            if attr_mode is None:
+                logger.log_info(
+                    f"Extra attribute {attr_name} got no mode, setting mode to default 'static'.",
+                    color="green",
+                )
+                attr_mode = "static"
+
+            if attr_mode == "static":
+                attr_value = attr.get("value", None)
+                if attr_value is None:
+                    logger.log_warning(
+                        f"Extra attribute {attr_name} got mode 'static' but no value, skipping.."
+                    )
+                    continue
+                for cfg in entity_cfgs:
+                    if cfg.uid not in self.extra_attrs:
+                        self.extra_attrs[cfg.uid] = {}
+                    self.extra_attrs[cfg.uid].update({attr_name: attr_value})
+
+            elif attr_mode == "callable":
+                attr_func_name = attr.get("func_name", None)
+                if attr_func_name is None:
+                    logger.log_info(
+                        f"Extra attribute {attr_name} got mode 'callable' but no 'func_name', skipping..",
+                        color="green",
+                    )
+                    continue
+
+                attr_func_kwargs = attr.get("func_kwargs", None)
+                if attr_func_name is None:
+                    logger.log_info(
+                        f"Extra attribute {attr_name} got no func_kwargs, setting func_kwargs to default empty dict..",
+                        color="green",
+                    )
+                    attr_func_kwargs = {}
+
+                is_global_func = True
+                ASSET_MODULES = [
+                    "embodichain.lab.gym.envs.object",
+                    "embodichain.lab.gym.utils.misc",
+                ]
+                global_func = find_function_from_modules(
+                    attr_func_name, modules=ASSET_MODULES, raise_if_not_found=False
+                )
+                if global_func is None:
+                    is_global_func = False
+                for cfg in entity_cfgs:
+                    if cfg.uid not in self.extra_attrs:
+                        self.extra_attrs[cfg.uid] = {}
+                    if not is_global_func:
+                        asset = env.sim.get_asset(cfg.uid)
+                        if callable((attr_func := getattr(asset, attr_func_name))):
+                            attr_func_ret = attr_func(**attr_func_kwargs)
+                        else:
+                            logger.log_warning(
+                                f"Extra attribute {attr_name} got no attr_func_name '{attr_func_name}', skipping.."
+                            )
+                            continue
+                    else:
+                        attr_func_kwargs.update(
+                            {"env": env, "env_ids": env_ids, "entity_cfg": cfg}
+                        )
+                        attr_func_ret = global_func(**attr_func_kwargs)
+                    self.extra_attrs[cfg.uid].update({attr_name: attr_func_ret})
+
+
+def register_entity_attrs(
+    env: EmbodiedEnv,
+    env_ids: torch.Tensor,
+    entity_cfg: SceneEntityCfg,
+    registration: str = "affordance_datas",
+    attrs: List[str] = [],
+    prefix: bool = True,
+):
+    """Register the atrributes of an entity to the `env.registration` dict.
+
+    TODO: Currently this method only support 1 env or multi-envs that reset() together,
+
+    as it's behavior is to update a overall dict every time it's called.
+
+    In the future, asynchronously reset mode shall be supported.
+
+    Args:
+        env (EmbodiedEnv): The environment the entity is in.
+        env_ids (Union[torch.Tensor, None]): The ids of the envs that the entity should be registered.
+        entity_cfg (SceneEntityCfg): The config of the entity.
+        attrs (List[str]): The list of entity attributes that asked to be registered.
+        registration (str, optional): The env's registration string where the attributes should be injected to.
+    """
+    entity = env.sim.get_asset(entity_cfg.uid)
+
+    if not hasattr(env, registration):
+        logger.log_warning(
+            f"Environment has no atrtribute {registration} for registration, please check again."
+        )
+        return
+    else:
+        registration_dict = getattr(env, registration, None)
+        if not isinstance(registration_dict, Dict):
+            logger.log_warning(
+                f"Got registration env.{registration} with type {type(registration_dict)}, please check again."
+            )
+            return
+
+    for attr in attrs:
+        attr_key = f"{entity_cfg.uid}_{attr}" if prefix else attr
+        if (attr_val := getattr(entity, attr_key, None)) is not None:
+            registration_dict.update({attr_key: attr_val})
+        elif (
+            attr_val := getattr(
+                env.event_manager.get_functor("prepare_extra_attr"), "extra_attrs", {}
+            )
+            .get(entity_cfg.uid, {})
+            .get(attr)
+        ) is not None:
+            registration_dict.update({attr_key: attr_val})
+        else:
+            logger.log_warning(
+                f"Attr {attr} for entity {entity_cfg.uid} has neither been found in entity attrbutes nor prepare_extra_attrs functor, skipping.."
+            )
+
+
+def register_entity_pose(
+    env: EmbodiedEnv,
+    env_ids: torch.Tensor,
+    entity_cfg: SceneEntityCfg,
+    registration: str = "affordance_datas",
+    compute_relative: Union[bool, List, str] = "all_robots",
+    compute_pose_object_to_arena: bool = True,
+    to_matrix: bool = True,
+):
+    update_registration_dict = {}
+    if not hasattr(env, registration):
+        logger.log_warning(
+            f"Environment has no atrtribute {registration} for registration, please check again."
+        )
+        return
+    else:
+        registration_dict = getattr(env, registration, None)
+        if not isinstance(registration_dict, Dict):
+            logger.log_warning(
+                f"Got registration env.{registration} with type {type(registration_dict)}, please check again."
+            )
+            return
+
+    entity_pose_name, entity_pose = get_pose(
+        env, env_ids, entity_cfg, return_name=True, to_matrix=True
+    )
+    update_registration_dict.update({entity_pose_name: entity_pose})
+
+    if compute_relative:
+        # transform other entity's pose to entity frame
+        relative_poses = {}
+        if compute_relative == True:
+            entity_uids = (
+                env.sim.get_articulation_uid_list()
+                + env.sim.get_rigid_object_uid_list()
+                + env.sim.get_robot_uid_list()
+            )
+        elif isinstance(compute_relative, (str, list)):
+            entity_uids = resolve_uids(env, compute_relative)
+        else:
+            logger.log_warning(
+                f"Compute relative pose option with type {type(compute_relative)} is not supported, using empty list for skipping.."
+            )
+            entity_uids = []
+
+        for other_entity_uid in entity_uids:
+            if other_entity_uid != entity_cfg.uid:
+                # TODO: this is only for asset
+                other_entity_pose = env.sim.get_asset(other_entity_uid).get_local_pose(
+                    to_matrix=True
+                )[env_ids, :]
+                relative_pose = torch.bmm(pose_inv(entity_pose), other_entity_pose)
+                relative_poses.update(
+                    {
+                        f"{other_entity_uid}_pose_{entity_pose_name.replace('_pose', '')}": relative_pose
+                    }
+                )
+
+        update_registration_dict.update(relative_poses)
+
+    entity = env.sim.get_asset(entity_cfg.uid)
+    if isinstance(entity, RigidObject):
+        extra_attr_functor = env.event_manager.get_functor("prepare_extra_attr")
+        entity_extra_attrs = getattr(extra_attr_functor, "extra_attrs", {}).get(
+            entity_cfg.uid, {}
+        )
+        for (
+            entity_extra_attr_key,
+            entity_extra_attr_val,
+        ) in entity_extra_attrs.items():
+            if entity_extra_attr_key.endswith("_pose_object"):
+                entity_extra_attr_val = torch.as_tensor(
+                    entity_extra_attr_val, device=env.device
+                )
+                if entity_extra_attr_val.ndim < 3:
+                    logger.log_info(
+                        f"Got xyz_quat pose {entity_extra_attr_key}: {entity_extra_attr_val}, transforming it to matrix.",
+                        color="green",
+                    )
+                    entity_extra_attr_val = xyz_quat_to_4x4_matrix(
+                        entity_extra_attr_val
+                    )
+                update_registration_dict.update(
+                    {
+                        entity_cfg.uid
+                        + "_"
+                        + (entity_extra_attr_key): entity_extra_attr_val
+                    }
+                )
+                if compute_pose_object_to_arena:
+                    pose_arena = torch.bmm(entity_pose, entity_extra_attr_val)
+                    update_registration_dict.update(
+                        {
+                            entity_cfg.uid
+                            + "_"
+                            + (
+                                entity_extra_attr_key.replace("_pose_object", "_pose")
+                            ): pose_arena
+                        }
+                    )
+    else:
+        logger.log_warning(
+            f"Now compute_pose_object_to_arena only support RigidObject type entity, skipping.."
+        )
+
+    if not to_matrix:
+        for key, val in update_registration_dict.items():
+            update_registration_dict[key] = trans_matrix_to_xyz_quat(val)
+
+    registration_dict = getattr(env, registration, None)
+    if not isinstance(registration_dict, Dict):
+        logger.log_warning(
+            f"Got registration env.{registration} with type {type(registration_dict)}, please check again."
+        )
+        return
+    registration_dict.update(update_registration_dict)
+
+
+def register_info_to_env(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    registry: List[Dict],
+    registration: str = "affordance_datas",
+    sim_update: bool = True,
+):
+    if env_ids is None:
+        env_ids = torch.arange(env.num_envs, device=env.device)
+    if sim_update:
+        logger.log_info(
+            "Calling env.sim.update(100) for after-physics-applied object attributes..",
+            color="green",
+        )
+        env.sim.update(100)
+    for entity_registry in registry:
+        entity_cfg = SceneEntityCfg(**entity_registry["entity_cfg"])
+        logger.log_info(f"Registering {entity_cfg.uid}..", color="green")
+        if (entity_attrs := entity_registry.get("attrs")) is not None:
+            prefix = entity_registry.get("prefix", True)
+            register_entity_attrs(
+                env, env_ids, entity_cfg, registration, entity_attrs, prefix
+            )
+        if (
+            pose_register_params := entity_registry.get("pose_register_params")
+        ) is not None:
+            register_entity_pose(
+                env, env_ids, entity_cfg, registration, **pose_register_params
+            )
+
+
+"""Helper Function"""
+
+
+def resolve_uids(env: EmbodiedEnv, entity_uids: Union[List[str], str]) -> List[str]:
+    if isinstance(entity_uids, str):
+        if entity_uids == "all_objects":
+            entity_uids = (
+                env.sim.get_rigid_object_uid_list()
+                + env.sim.get_articulation_uid_list()
+            )
+        elif entity_uids == "all_robots":
+            entity_uids = env.sim.get_robot_uid_list()
+        elif entity_uids == "all_sensors":
+            entity_uids = env.sim.get_sensor_uid_list()
+        else:
+            # logger.log_warning(f"Entity uids {entity_uids} not supported in ['all_objects', 'all_robots', 'all_sensors'], wrapping it as a list..")
+            entity_uids = [entity_uids]
+    elif isinstance(entity_uids, (list, set, tuple)):
+        entity_uids = list(entity_uids)
+    else:
+        logger.log_error(
+            f"Entity uids {entity_uids} with type {type(entity_uids)} not supported in [List[str], str], please check again."
+        )
+    return entity_uids
+
+
+def resolve_dict(env: EmbodiedEnv, entity_dict: Dict):
+    for entity_key in list(entity_dict.keys()):
+        entity_val = entity_dict.pop(entity_key)
+        entity_uids = resolve_uids(env, entity_key)
+        for entity_uid in entity_uids:
+            entity_dict.update({entity_uid: deepcopy(entity_val)})
+    return entity_dict
+
+
+EntityWithPose = Union[RigidObject, Robot]
+
+
+def get_pose(
+    env: EmbodiedEnv,
+    env_ids: torch.Tensor,
+    entity_cfg: SceneEntityCfg,
+    return_name: bool = True,
+    to_matrix: bool = True,
+):
+    entity = env.sim.get_asset(entity_cfg.uid)
+
+    if isinstance(entity, RigidObject):
+        entity_pose = entity.get_local_pose(to_matrix=to_matrix)[env_ids, :]
+        entity_pose_register_name = entity_cfg.uid + "_pose"
+    elif isinstance(entity, Robot):
+        _, control_parts = resolve_matching_names(
+            entity_cfg.control_parts, list(entity.control_parts.keys())
+        )
+        if len(control_parts) != 1:
+            logger.log_warning(
+                "Only 1 control part can be assigned for computing the robot pose, please check again. Skipping"
+            )
+            return None
+        entity_cfg.control_parts = control_parts
+        control_part = control_parts[0]
+        control_part_qpos = entity.get_qpos()[
+            env_ids, entity.get_joint_ids(control_part)
+        ]
+        entity_pose = entity.compute_fk(
+            control_part_qpos, name=control_part, to_matrix=to_matrix
+        )  # NOTE: now compute_fk returns arena pose
+        entity_pose_register_name = control_part + "_pose"
+    else:
+        logger.log_warning(
+            f"Entity with tyope {type(entity)} is not supported, please check again."
+        )
+        return None
+
+    if return_name:
+        return entity_pose_register_name, entity_pose
+    else:
+        return entity_pose
+
+
+def drop_rigid_object_group_sequentially(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfg: SceneEntityCfg,
+    drop_position: List[float] = [0.0, 0.0, 1.0],
+    position_range: Tuple[List[float], List[float]] = (
+        [-0.1, -0.1, 0.0],
+        [0.1, 0.1, 0.0],
+    ),
+    physics_step: int = 2,
+) -> None:
+    """Drop rigid object group from a specified height sequentially in the environment.
+
+    Args:
+        env (EmbodiedEnv): The environment instance.
+        env_ids (Union[torch.Tensor, None]): The environment IDs to apply the randomization.
+        entity_cfg (SceneEntityCfg): The configuration of the scene entity to randomize.
+        drop_position (List[float]): The base position from which to drop the objects. Default is [0.0, 0.0, 1.0].
+        position_range (Tuple[List[float], List[float]]): The range for randomizing the drop position around the base position.
+        physics_step (int): The number of physics steps to simulate after dropping the objects. Default is 2.
+    """
+
+    obj_group: RigidObjectGroup = env.sim.get_rigid_object_group(entity_cfg.uid)
+
+    if obj_group is None:
+        logger.log_error(
+            f"RigidObjectGroup with UID '{entity_cfg.uid}' not found in the simulation."
+        )
+
+    num_instance = len(env_ids)
+    num_objects = obj_group.num_objects
+
+    range_low = torch.tensor(position_range[0], device=env.device)
+    range_high = torch.tensor(position_range[1], device=env.device)
+    drop_pos = (
+        torch.tensor(drop_position, device=env.device)
+        .unsqueeze_(0)
+        .repeat(num_instance, 1)
+    )
+    drop_pose = torch.zeros((num_instance, 7), device=env.device)
+    drop_pose[:, 3] = 1.0  # w component of quaternion
+    drop_pose[:, :3] = drop_pos
+    for i in range(num_objects):
+        random_offset = sample_uniform(
+            lower=range_low,
+            upper=range_high,
+            size=(num_instance, 3),
+        )
+        drop_pose_i = drop_pose.unsqueeze(1)
+        drop_pose_i[:, 0, :3] = drop_pos + random_offset
+
+        obj_group.set_local_pose(pose=drop_pose_i, env_ids=env_ids, obj_ids=[i])
+
+        env.sim.update(step=physics_step)
diff --git a/embodichain/lab/gym/envs/managers/manager_base.py b/embodichain/lab/gym/envs/managers/manager_base.py
new file mode 100644
index 00000000..d89503bc
--- /dev/null
+++ b/embodichain/lab/gym/envs/managers/manager_base.py
@@ -0,0 +1,408 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+# All rights reserved.
+#
+# This file incorporates code from the Isaac Lab Project
+# Copyright (c) 2022-2025, The Isaac Lab Project Developers
+# (https://github.com/isaac-sim/IsaacLab/blob/main/CONTRIBUTORS.md).
+# All rights reserved.
+#
+# SPDX-License-Identifier: BSD-3-Clause
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import copy
+import inspect
+from abc import ABC, abstractmethod
+from collections.abc import Sequence
+from typing import TYPE_CHECKING, Any, Union
+
+from embodichain.utils.string import string_to_callable, resolve_matching_names
+from embodichain.utils.utility import class_to_dict
+from embodichain.utils import logger
+
+from .cfg import FunctorCfg, SceneEntityCfg
+
+if TYPE_CHECKING:
+    from embodichain.lab.gym.envs import EmbodiedEnv
+
+
+class Functor(ABC):
+    """Base class for Functor.
+
+    Functor implementations can be functions or classes. If the functor is a class, it should
+    inherit from this base class and implement the required methods.
+
+    Each manager is implemented as a class that inherits from the :class:`ManagerBase` class. Each manager
+    class should also have a corresponding configuration class that defines the configuration functors for the
+    manager. Each functor should the :class:`FunctorCfg` class or its subclass.
+
+    Example pseudo-code for creating a manager:
+
+    .. code-block:: python
+
+        from embodichain.utils import configclass
+        from embodichain.lab.gym.managers import ManagerBase
+        from embodichain.lab.gym.managers FunctorCfg
+
+        @configclass
+        class MyManagerCfg:
+
+            functor1: FunctorCfg = FunctorCfg(...)
+            functor2: FunctorCfg = FunctorCfg(...)
+            functor3: FunctorCfg = FunctorCfg(...)
+
+        # define manager instance
+        my_manager = ManagerBase(cfg=ManagerCfg(), env=env)
+
+    """
+
+    def __init__(self, cfg: FunctorCfg, env: EmbodiedEnv):
+        """Initialize the functor.
+
+        Args:
+            cfg: The configuration object.
+            env: The environment instance.
+        """
+        # store the inputs
+        self.cfg = cfg
+        self._env = env
+
+    """
+    Properties.
+    """
+
+    @property
+    def num_envs(self) -> int:
+        """Number of environments."""
+        return self._env.num_envs
+
+    @property
+    def device(self) -> str:
+        """Device on which to perform computations."""
+        return self._env.device
+
+    @property
+    def __name__(self) -> str:
+        """Return the name of the class or subclass."""
+        return self.__class__.__name__
+
+    """
+    Operations.
+    """
+
+    def reset(self, env_ids: Union[Sequence[int], None] = None) -> None:
+        """Resets the functor.
+
+        Args:
+            env_ids: The environment ids. Defaults to None, in which case
+                all environments are considered.
+        """
+        pass
+
+    def serialize(self) -> dict:
+        """General serialization call. Includes the configuration dict."""
+        return {"cfg": class_to_dict(self.cfg)}
+
+    def __call__(self, *args) -> Any:
+        """Returns the value of the functor required by the manager.
+
+        In case of a class implementation, this function is called by the manager
+        to get the value of the functor. The arguments passed to this function are
+        the ones specified in the functor configuration (see :attr:`FunctorCfg.params`).
+
+        .. attention::
+            To be consistent with memory-less implementation of functors with functions, it is
+            recommended to ensure that the returned mutable quantities are cloned before
+            returning them. For instance, if the functor returns a tensor, it is recommended
+            to ensure that the returned tensor is a clone of the original tensor. This prevents
+            the manager from storing references to the tensors and altering the original tensors.
+
+        Args:
+            *args: Variable length argument list.
+
+        Returns:
+            The value of the functor.
+        """
+        raise NotImplementedError(
+            "The method '__call__' should be implemented by the subclass."
+        )
+
+
+class ManagerBase(ABC):
+    """Base class for all managers."""
+
+    def __init__(self, cfg: object, env: EmbodiedEnv):
+        """Initialize the manager.
+
+        This function is responsible for parsing the configuration object and creating the functors.
+
+        If the simulation is not playing, the scene entities are not resolved immediately.
+        Instead, the resolution is deferred until the simulation starts. This is done to ensure
+        that the scene entities are resolved even if the manager is created after the simulation
+        has already started.
+
+        Args:
+            cfg: The configuration object. If None, the manager is initialized without any functors.
+            env: The environment instance.
+        """
+        # store the inputs
+        self.cfg = copy.deepcopy(cfg)
+        self._env = env
+
+        # parse config to create functors information
+        if self.cfg:
+            self._prepare_functors()
+
+    def __repr__(self) -> str:
+        return self.__str__()
+
+    """
+    Properties.
+    """
+
+    @property
+    def num_envs(self) -> int:
+        """Number of environments."""
+        return self._env.num_envs
+
+    @property
+    def device(self) -> str:
+        """Device on which to perform computations."""
+        return self._env.device
+
+    @property
+    @abstractmethod
+    def active_functors(self) -> Union[list[str], dict[str, list[str]]]:
+        """Name of active functors."""
+        raise NotImplementedError
+
+    """
+    Operations.
+    """
+
+    def reset(self, env_ids: Union[Sequence[int], None] = None) -> dict[str, float]:
+        """Resets the manager and returns logging information for the current time-step.
+
+        Args:
+            env_ids: The environment ids for which to log data.
+                Defaults None, which logs data for all environments.
+
+        Returns:
+            Dictionary containing the logging information.
+        """
+        return {}
+
+    def find_functors(self, name_keys: Union[str, Sequence[str]]) -> list[str]:
+        """Find functors in the manager based on the names.
+
+        This function searches the manager for functors based on the names. The names can be
+        specified as regular expressions or a list of regular expressions. The search is
+        performed on the active functors in the manager.
+
+        Please check the :meth:`~embodichain.utils.string.resolve_matching_names` function for more
+        information on the name matching.
+
+        Args:
+            name_keys: A regular expression or a list of regular expressions to match the functor names.
+
+        Returns:
+            A list of functor names that match the input keys.
+        """
+        # resolve search keys
+        if isinstance(self.active_functors, dict):
+            list_of_strings = []
+            for names in self.active_functors.values():
+                list_of_strings.extend(names)
+        else:
+            list_of_strings = self.active_functors
+
+        # return the matching names
+        return resolve_matching_names(name_keys, list_of_strings)[1]
+
+    def get_active_iterable_functors(
+        self, env_idx: int
+    ) -> Sequence[tuple[str, Sequence[float]]]:
+        """Returns the active functors as iterable sequence of tuples.
+
+        The first element of the tuple is the name of the functor and the second element is the raw value(s) of the functor.
+
+        Returns:
+            The active functors.
+        """
+        raise NotImplementedError
+
+    """
+    Implementation specific.
+    """
+
+    @abstractmethod
+    def _prepare_functors(self):
+        """Prepare functors information from the configuration object."""
+        raise NotImplementedError
+
+    """
+    Internal callbacks.
+    """
+
+    def _resolve_functors_callback(self, event):
+        """Resolve configurations of functors once the simulation starts.
+
+        Please check the :meth:`_process_functor_cfg_at_play` method for more information.
+        """
+        # check if scene entities have been resolved
+        if self._is_scene_entities_resolved:
+            return
+        # check if config is dict already
+        if isinstance(self.cfg, dict):
+            cfg_items = self.cfg.items()
+        else:
+            cfg_items = self.cfg.__dict__.items()
+
+        # iterate over all the functors
+        for functor_name, functor_cfg in cfg_items:
+            # check for non config
+            if functor_cfg is None:
+                continue
+            # process attributes at runtime
+            # these properties are only resolvable once the simulation starts playing
+            self._process_functor_cfg_at_play(functor_name, functor_cfg)
+
+        # set the flag
+        self._is_scene_entities_resolved = True
+
+    """
+    Internal functions.
+    """
+
+    def _resolve_common_functor_cfg(
+        self, functor_name: str, functor_cfg: FunctorCfg, min_argc: int = 1
+    ):
+        """Resolve common attributes of the functor configuration.
+
+        Usually, called by the :meth:`_prepare_functors` method to resolve common attributes of the functor
+        configuration. These include:
+
+        * Resolving the functor function and checking if it is callable.
+        * Checking if the functor function's arguments are matched by the parameters.
+        * Resolving special attributes of the functor configuration like ``entity_cfg``, ``sensor_cfg``, etc.
+        * Initializing the functor if it is a class.
+
+        By default, all functor functions are expected to have at least one argument, which is the
+        environment object. Some other managers may expect functions to take more arguments, for
+        instance, the environment indices as the second argument. In such cases, the
+        ``min_argc`` argument can be used to specify the minimum number of arguments
+        required by the functor function to be called correctly by the manager.
+
+        Args:
+            functor_name: The name of the functor.
+            functor_cfg: The functor configuration.
+            min_argc: The minimum number of arguments required by the functor function to be called correctly
+                by the manager.
+
+        Raises:
+            TypeError: If the functor configuration is not of type :class:`FunctorCfg`.
+            ValueError: If the scene entity defined in the functor configuration does not exist.
+            AttributeError: If the functor function is not callable.
+            ValueError: If the functor function's arguments are not matched by the parameters.
+        """
+        # check if the functor is a valid functor config
+        if not isinstance(functor_cfg, FunctorCfg):
+            raise TypeError(
+                f"Configuration for the functor '{functor_name}' is not of type FunctorCfg."
+                f" Received: '{type(functor_cfg)}'."
+            )
+
+        # get the corresponding function or functional class
+        if isinstance(functor_cfg.func, str):
+            functor_cfg.func = string_to_callable(functor_cfg.func)
+        # check if function is callable
+        if not callable(functor_cfg.func):
+            raise AttributeError(
+                f"The functor '{functor_name}' is not callable. Received: {functor_cfg.func}"
+            )
+
+        # check if the functor is a class of valid type
+        if inspect.isclass(functor_cfg.func):
+            if not issubclass(functor_cfg.func, Functor):
+                raise TypeError(
+                    f"Configuration for the functor '{functor_name}' is not of type ManagerTermBase."
+                    f" Received: '{type(functor_cfg.func)}'."
+                )
+            func_static = functor_cfg.func.__call__
+            min_argc += 1  # forward by 1 to account for 'self' argument
+        else:
+            func_static = functor_cfg.func
+        # check if function is callable
+        if not callable(func_static):
+            raise AttributeError(
+                f"The functor '{functor_name}' is not callable. Received: {functor_cfg.func}"
+            )
+
+        # check statically if the functor's arguments are matched by params
+        functor_params = list(functor_cfg.params.keys())
+        args = inspect.signature(func_static).parameters
+        args_with_defaults = [
+            arg for arg in args if args[arg].default is not inspect.Parameter.empty
+        ]
+        args_without_defaults = [
+            arg for arg in args if args[arg].default is inspect.Parameter.empty
+        ]
+        args = args_without_defaults + args_with_defaults
+        # ignore first two arguments for env and env_ids
+        # Think: Check for cases when kwargs are set inside the function?
+        if len(args) > min_argc:
+            if set(args[min_argc:]) != set(functor_params + args_with_defaults):
+                raise ValueError(
+                    f"The functor '{functor_name}' expects mandatory parameters: {args_without_defaults[min_argc:]}"
+                    f" and optional parameters: {args_with_defaults}, but received: {functor_params}."
+                )
+
+        # process attributes at runtime
+        # these properties are only resolvable once the simulation starts playing
+        self._process_functor_cfg_at_play(functor_name, functor_cfg)
+
+    def _process_functor_cfg_at_play(self, functor_name: str, functor_cfg: FunctorCfg):
+        """Process the functor configuration at runtime.
+
+        This function is called when the simulation starts playing. It is used to process the functor
+        configuration at runtime. This includes:
+
+        * Resolving the scene entity configuration for the functor.
+        * Initializing the functor if it is a class.
+
+        Since the above steps rely on PhysX to parse over the simulation scene, they are deferred
+        until the simulation starts playing.
+
+        Args:
+            functor_name: The name of the functor.
+            functor_cfg: The functor configuration.
+        """
+        for key, value in functor_cfg.params.items():
+            if isinstance(value, SceneEntityCfg):
+                # load the entity
+                try:
+                    value.resolve(self._env.sim)
+                except ValueError as e:
+                    raise ValueError(f"Error while parsing '{functor_name}:{key}'. {e}")
+                # log the entity for checking later
+                msg = f"[{functor_cfg.__class__.__name__}:{functor_name}] Found entity '{value.uid}'."
+                if value.joint_ids is not None:
+                    msg += f"\n\tJoint names: {value.joint_names} [{value.joint_ids}]"
+                if value.body_ids is not None:
+                    msg += f"\n\tBody names: {value.body_names} [{value.body_ids}]"
+                # print the information
+                print(f"[INFO]: {msg}")
+            # store the entity
+            functor_cfg.params[key] = value
+
+        # initialize the functor if it is a class
+        if inspect.isclass(functor_cfg.func):
+            try:
+                logger.log_info(
+                    f"Initializing functor '{functor_name}' with class '{functor_cfg.func.__name__}'."
+                )
+                functor_cfg.func = functor_cfg.func(cfg=functor_cfg, env=self._env)
+            except Exception as e:
+                logger.log_error(f"Failed to initialize functor '{functor_name}': {e}")
diff --git a/embodichain/lab/gym/envs/managers/observation_manager.py b/embodichain/lab/gym/envs/managers/observation_manager.py
new file mode 100644
index 00000000..cd1dc70a
--- /dev/null
+++ b/embodichain/lab/gym/envs/managers/observation_manager.py
@@ -0,0 +1,213 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""Observation manager for orchestrating operations based on different simulation observations."""
+
+from __future__ import annotations
+
+import inspect
+import torch
+from collections.abc import Sequence
+from prettytable import PrettyTable
+from typing import TYPE_CHECKING, Union
+
+from embodichain.utils import logger
+from embodichain.lab.sim.types import EnvObs
+from embodichain.lab.gym.utils.gym_utils import (
+    fetch_data_from_dict,
+    assign_data_to_dict,
+)
+from .manager_base import ManagerBase
+from .cfg import ObservationCfg
+
+if TYPE_CHECKING:
+    from embodichain.lab.gym.envs import EmbodiedEnv
+
+
+class ObservationManager(ManagerBase):
+    """Manager for orchestrating operations based on different simulation observations.
+
+    The default observation space will contain two observation groups:
+        - `robot`: Contains the default observations related to the robot.
+            - `qpos`: The joint positions of the robot.
+            - `qvel`: The joint velocities of the robot.
+            - `qf`: The joint forces of the robot.
+        - `sensor`: Contains the observations related to the sensors which are enabled in the environment.
+
+    The observation manager offers two modes of operation:
+        - `modify`: This mode perform data fetching and modification on existing observation data.
+        - `add`: This mode perform new observation computation and add new observation data to the observation space.
+    """
+
+    _env: EmbodiedEnv
+    """The environment instance."""
+
+    def __init__(self, cfg: object, env: EmbodiedEnv):
+        """Initialize the observation manager.
+
+        Args:
+            cfg: A configuration object or dictionary (``dict[str, ObservationCfg]``).
+            env: An environment object.
+        """
+
+        self._mode_functor_names: dict[str, list[str]] = dict()
+        self._mode_functor_cfgs: dict[str, list[ObservationCfg]] = dict()
+        self._mode_class_functor_cfgs: dict[str, list[ObservationCfg]] = dict()
+
+        # call the base class (this will parse the functors config)
+        super().__init__(cfg, env)
+
+    def __str__(self) -> str:
+        """Returns: A string representation for observation manager."""
+        functor_num = sum(len(v) for v in self._mode_functor_names.values())
+        msg = f"<ObservationManager> contains {functor_num} active functors.\n"
+
+        # add info on each mode
+        for mode in self._mode_functor_names:
+            # create table for functor information
+            table = PrettyTable()
+            table.title = f"Active Observation Functors in Mode: '{mode}'"
+
+            table.field_names = ["Index", "Name"]
+            table.align["Name"] = "l"
+            for index, name in enumerate(self._mode_functor_names[mode]):
+                table.add_row([index, name])
+
+            # convert table to string
+            msg += table.get_string()
+            msg += "\n"
+
+        return msg
+
+    """
+    Properties.
+    """
+
+    @property
+    def active_functors(self) -> dict[str, list[str]]:
+        """Name of active observation functors.
+
+        The keys are the modes of observation and the values are the names of the observation functors.
+        """
+        return self._mode_functor_names
+
+    """
+    Operations.
+    """
+
+    def reset(self, env_ids: Union[Sequence[int], None] = None) -> dict[str, float]:
+        # call all functors that are classes
+        for mode_cfg in self._mode_class_functor_cfgs.values():
+            for functor_cfg in mode_cfg:
+                functor_cfg.func.reset(env_ids=env_ids)
+
+        # nothing to log here
+        return {}
+
+    def compute(
+        self,
+        obs: EnvObs,
+    ) -> EnvObs:
+        """Calls each observation functor in the specified mode.
+
+        This function iterates over all the observation functors in the specified mode and calls the function
+        corresponding to the functor. The function is called with the environment instance and the environment
+        indices to apply the observation to.
+
+        Args:
+            obs: The observation data to apply the observation to.
+
+        Returns:
+            The modified observation data.
+
+        Raises:
+            ValueError: If the mode is not supported.
+        """
+
+        # iterate over all the observation functors
+        for mode, functor_cfgs in self._mode_functor_cfgs.items():
+            for functor_cfg in functor_cfgs:
+                functor_cfg: ObservationCfg
+
+                if mode == "modify":
+                    data = fetch_data_from_dict(obs, functor_cfg.name)
+                    data = functor_cfg.func(self._env, data, **functor_cfg.params)
+                elif mode == "add":
+                    data = functor_cfg.func(self._env, obs, **functor_cfg.params)
+                    assign_data_to_dict(obs, functor_cfg.name, data)
+                else:
+                    logger.log_error(f"Unsupported observation mode '{mode}'.")
+
+        return obs
+
+    def get_functor_cfg(self, functor_name: str) -> ObservationCfg:
+        """Gets the configuration for the specified functor.
+
+        The method finds the functor by name by searching through all the modes.
+        It then returns the configuration of the functor with the first matching name.
+
+        Args:
+            functor_name: The name of the observation functor.
+
+        Returns:
+            The configuration of the observation functor.
+
+        Raises:
+            ValueError: If the functor name is not found.
+        """
+        for mode, functors in self._mode_functor_names.items():
+            if functor_name in functors:
+                return self._mode_functor_cfgs[mode][functors.index(functor_name)]
+        logger.log_error(f"observation functor '{functor_name}' not found.")
+
+    """
+    Helper functions.
+    """
+
+    def _prepare_functors(self):
+        # check if config is dict already
+        if isinstance(self.cfg, dict):
+            cfg_items = self.cfg.items()
+        else:
+            cfg_items = self.cfg.__dict__.items()
+        # iterate over all the functors
+        for functor_name, functor_cfg in cfg_items:
+            # check for non config
+            if functor_cfg is None:
+                continue
+            # check for valid config type
+            if not isinstance(functor_cfg, ObservationCfg):
+                raise TypeError(
+                    f"Configuration for the functor '{functor_name}' is not of type ObservationCfg."
+                    f" Received: '{type(functor_cfg)}'."
+                )
+
+            # resolve common parameters
+            self._resolve_common_functor_cfg(functor_name, functor_cfg, min_argc=2)
+
+            # check if mode is a new mode
+            if functor_cfg.mode not in self._mode_functor_names:
+                # add new mode
+                self._mode_functor_names[functor_cfg.mode] = list()
+                self._mode_functor_cfgs[functor_cfg.mode] = list()
+                self._mode_class_functor_cfgs[functor_cfg.mode] = list()
+            # add functor name and parameters
+            self._mode_functor_names[functor_cfg.mode].append(functor_name)
+            self._mode_functor_cfgs[functor_cfg.mode].append(functor_cfg)
+
+            # check if the functor is a class
+            if inspect.isclass(functor_cfg.func):
+                self._mode_class_functor_cfgs[functor_cfg.mode].append(functor_cfg)
diff --git a/embodichain/lab/gym/envs/managers/observations.py b/embodichain/lab/gym/envs/managers/observations.py
new file mode 100644
index 00000000..c628384c
--- /dev/null
+++ b/embodichain/lab/gym/envs/managers/observations.py
@@ -0,0 +1,615 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import torch
+import os
+import random
+from typing import TYPE_CHECKING, Literal, Union, Optional, List, Dict, Sequence
+
+from embodichain.lab.sim.objects import RigidObject, Articulation, Robot
+from embodichain.lab.sim.sensors import Camera, StereoCamera
+from embodichain.lab.sim.types import EnvObs
+from embodichain.lab.gym.envs.managers.cfg import SceneEntityCfg
+from embodichain.lab.gym.envs.managers.events import resolve_dict
+from embodichain.lab.gym.envs.managers import Functor, FunctorCfg
+from embodichain.utils import logger
+
+if TYPE_CHECKING:
+    from embodichain.lab.gym.envs import EmbodiedEnv
+
+
+def get_rigid_object_pose(
+    env: EmbodiedEnv,
+    obs: EnvObs,
+    entity_cfg: SceneEntityCfg,
+) -> torch.Tensor:
+    """Get the world poses of the rigid objects in the environment.
+
+    Args:
+        env: The environment instance.
+        obs: The observation dictionary.
+        entity_cfg: The configuration of the scene entity.
+
+    Returns:
+        A tensor of shape (num_envs, 4, 4) representing the world poses of the rigid objects.
+    """
+
+    obj = env.sim.get_rigid_object(entity_cfg.uid)
+
+    return obj.get_local_pose(to_matrix=True)
+
+
+def normalize_robot_joint_data(
+    env: EmbodiedEnv,
+    data: torch.Tensor,
+    joint_ids: Sequence[int],
+    limit: Literal["qpos_limits", "qvel_limits"] = "qpos_limits",
+) -> torch.Tensor:
+    """Normalize the robot joint positions to the range of [0, 1] based on the joint limits.
+
+    Args:
+        env: The environment instance.
+        obs: The observation dictionary.
+        joint_ids: The indices of the joints to be normalized.
+        limit: The type of joint limits to be used for normalization. Options are:
+            - `qpos_limits`: Use the joint position limits for normalization.
+            - `qvel_limits`: Use the joint velocity limits for normalization.
+    """
+
+    robot = env.robot
+
+    # shape of target_limits: (num_envs, len(joint_ids), 2)
+    target_limits = getattr(robot.body_data, limit)[:, joint_ids, :]
+
+    # normalize the joint data to the range of [0, 1]
+    data[:, joint_ids] = (data[:, joint_ids] - target_limits[:, :, 0]) / (
+        target_limits[:, :, 1] - target_limits[:, :, 0]
+    )
+
+    return data
+
+
+def compute_semantic_mask(
+    env: EmbodiedEnv,
+    obs: EnvObs,
+    entity_cfg: SceneEntityCfg,
+    foreground_uids: Sequence[str],
+    is_right: bool = False,
+) -> torch.Tensor:
+    """Compute the semantic mask for the specified scene entity.
+
+    Note:
+        The semantic mask is defined as (B, H, W, 3) where the three channels represents:
+        - robot channel: the instance id of the robot is set to 1 (0 if not robot)
+        - background channel: the instance id of the background is set to 1 (0 if not background)
+        - foreground channel: the instance id of the foreground objects is set to 1 (0 if not foreground)
+
+    Args:
+        env: The environment instance.
+        obs: The observation dictionary.
+        entity_cfg: The configuration of the scene entity.
+        foreground_uids: The list of uids for the foreground objects.
+        is_right: Whether to use the right camera for stereo cameras. Default is False.
+            Only applicable if the sensor is a StereoCamera.
+
+    Returns:
+        A tensor of shape (num_envs, height, width) representing the semantic mask.
+    """
+
+    sensor: Union[Camera, StereoCamera] = env.sim.get_sensor(entity_cfg.uid)
+    if sensor.cfg.enable_mask is False:
+        logger.log_error(
+            f"Sensor '{entity_cfg.uid}' does not have mask enabled. Please enable the mask in the sensor configuration."
+        )
+
+    if isinstance(sensor, StereoCamera) and is_right:
+        mask = obs["sensor"][entity_cfg.uid]["mask_right"]
+    else:
+        mask = obs["sensor"][entity_cfg.uid]["mask"]
+
+    robot_uids = env.robot.get_user_ids()
+
+    mask_exp = mask.unsqueeze(-1)
+
+    robot_uids_exp = robot_uids.unsqueeze_(1).unsqueeze_(1)
+
+    robot_mask = (mask_exp == robot_uids_exp).any(-1).squeeze_(-1)
+
+    foreground_assets = [env.sim.get_asset(uid) for uid in foreground_uids]
+
+    # cat assets uid (num_envs, n) into dim 1
+    foreground_uids = torch.cat(
+        [
+            asset.get_user_ids().unsqueeze(1)
+            if asset.get_user_ids().dim() == 1
+            else asset.get_user_ids()
+            for asset in foreground_assets
+        ],
+        dim=1,
+    )
+
+    foreground_uids_exp = foreground_uids.unsqueeze_(1).unsqueeze_(1)
+
+    foreground_mask = (mask_exp == foreground_uids_exp).any(-1).squeeze_(-1)
+
+    background_mask = ~(robot_mask | foreground_mask).squeeze_(-1)
+
+    return torch.stack([robot_mask, background_mask, foreground_mask], dim=-1)
+
+
+class compute_exteroception(Functor):
+    """Compute the exteroception for the observation space.
+
+    The exteroception is currently defined as a set of keypoints around a reference pose, which are prjected from 3D
+    space to 2D image plane.
+    The reference pose can derive from the following sources:
+        - Pose from robot control part (e.g., end-effector, usually tcp pose)
+        - Object affordance pose (e.g., handle pose of a mug or a pick pose of a cube)
+
+    Therefore, the exteroception are defined in the camera-like sensor, for example.
+    descriptor = {
+        "cam_high": [
+            {
+                "type": "affordance",
+                "obj_uid": "obj1",
+                "key": "grasp_pose",
+                "is_arena_coord": True
+            },
+            {
+                "type": "affordance",
+                "obj_uid": "obj1",
+                "key": "place_pose",
+            },
+            {
+                "type": "robot",
+                "control_part": "left_arm",
+            },
+            {
+                "type": "robot",
+                "control_part": "right_arm",
+            }
+        ],
+        ...
+    }
+
+    Explanation of the parameters:
+        - The key of the dictionary is the sensor uid.
+        - The value is another dictionary, where the key is the source type, and the value is a dictionary of parameters.
+        - For `affordance` source type, the parameters are:
+            - `obj_uid`: The uid of the object to get the affordance pose from.
+            - `key`: The key of the affordance pose in the affordance data.
+            - `is_arena_coord`: Whether the affordance pose is in the arena coordinate system. Default is False.
+        - For `robot` source type, the parameters are:
+            - `control_part`: The control part of the robot to get the pose from.
+    """
+
+    def __init__(
+        self,
+        cfg: FunctorCfg,
+        env: EmbodiedEnv,
+    ):
+        super().__init__(cfg, env)
+
+        if self._env.num_envs != 1:
+            logger.log_error(
+                f"Exteroception functor only supported env with 'num_envs=1' but got 'num_envs={self._env.num_envs}'. Please check again."
+            )
+
+        self._valid_source = ["robot", "affordance"]
+
+    @staticmethod
+    def shift_pose(pose: torch.Tensor, axis: int, shift: float) -> torch.Tensor:
+        """Shift the pose along the specified axis by the given amount.
+
+        Args:
+            pose: The original pose tensor of shape (B, 4, 4).
+            axis: The axis along which to shift (0 for x, 1 for y, 2 for z).
+            shift: The amount to shift along the specified axis.
+        """
+        shift_pose = torch.linalg.inv(pose)
+        shift_pose[:, axis, -1] += shift
+        shift_pose = torch.linalg.inv(shift_pose)
+        return shift_pose
+
+    @staticmethod
+    def expand_pose(
+        pose: torch.Tensor,
+        x_interval: float,
+        y_interval: float,
+        kpnts_number: int,
+        ref_pose: torch.Tensor = None,
+    ) -> torch.Tensor:
+        """Expand pose with keypoints along x and y axes.
+
+        Args:
+            pose: The original pose tensor of shape (B, 4, 4).
+            x_interval: The interval for expanding along x-axis.
+            y_interval: The interval for expanding along y-axis.
+            kpnts_number: Number of keypoints to generate for each axis.
+            ref_pose: Reference pose tensor of shape (B, 4, 4). If None, uses identity matrix.
+
+        Returns:
+            Expanded poses tensor of shape (B, 1 + 2*kpnts_number, 4, 4).
+        """
+        batch_size = pose.shape[0]
+        device = pose.device
+
+        # Create default reference pose if not provided
+        if ref_pose is None:
+            ref_pose = (
+                torch.eye(4, device=device).unsqueeze_(0).repeat(batch_size, 1, 1)
+            )
+
+        # Start with the original pose transformed by ref_pose
+        ret = [ref_pose @ pose]
+
+        # Generate x-axis offsets and expand poses
+        # TODO: only support 1 env
+        xoffset = torch.linspace(-x_interval, x_interval, kpnts_number, device=device)
+        for x_shift in xoffset:
+            shifted_pose = compute_exteroception.shift_pose(pose, 0, x_shift.item())
+            x_expanded = ref_pose @ shifted_pose
+            ret.append(x_expanded)
+
+        # Generate y-axis offsets and expand poses
+        # TODO: only support 1 env
+        yoffset = torch.linspace(-y_interval, y_interval, kpnts_number, device=device)
+        for y_shift in yoffset:
+            shifted_pose = compute_exteroception.shift_pose(pose, 1, y_shift.item())
+            y_expanded = ref_pose @ shifted_pose
+            ret.append(y_expanded)
+
+        # Stack all poses along a new dimension
+        return torch.stack(ret, dim=1)
+
+    @staticmethod
+    def _project_3d_to_2d(
+        cam_pose: torch.Tensor,
+        intrinsics: torch.Tensor,
+        height: int,
+        width: int,
+        target_poses: torch.Tensor,
+        normalize: bool = True,
+    ) -> torch.Tensor:
+        """Project 3D poses to 2D image plane.
+
+        Args:
+            cam_pose: Camera pose of in arena frame of shape (B, 4, 4).
+            intrinsics: Camera intrinsic matrix of shape (B, 3, 3).
+            height: Image height.
+            width: Image width.
+            target_poses: 3D poses of shape (B, N, 4, 4).
+            normalize: Whether to normalize the projected points to [0, 1] range.
+
+        Returns:
+            Projected 2D points of shape (B, N, 2).
+        """
+        batch_size, num_poses = target_poses.shape[:2]
+
+        # Convert to opencv coordinate system
+        cam_pose[:, :3, 1] = -cam_pose[:, :3, 1]
+        cam_pose[:, :3, 2] = -cam_pose[:, :3, 2]
+
+        # Expand cam_pose_inv and intrinsics to match target_poses batch dimension
+        cam_pose_inv = torch.linalg.inv(cam_pose)  # (B, 4, 4)
+        cam_pose_inv_expanded = cam_pose_inv.unsqueeze(1).expand(
+            -1, num_poses, -1, -1
+        )  # (B, N, 4, 4)
+        cam_pose_inv_reshaped = cam_pose_inv_expanded.reshape(-1, 4, 4)  # (B*N, 4, 4)
+
+        intrinsics_expanded = intrinsics.unsqueeze(1).expand(
+            -1, num_poses, -1, -1
+        )  # (B, N, 3, 3)
+        intrinsics_reshaped = intrinsics_expanded.reshape(-1, 3, 3)  # (B*N, 3, 3)
+
+        # Reshape target_poses to (B*N, 4, 4)
+        target_poses_reshaped = target_poses.reshape(-1, 4, 4)  # (B*N, 4, 4)
+
+        # Transform 3D points to camera coordinates in parallel
+        # Extract translation part (position) from target poses: (B*N, 4, 1)
+        target_positions = target_poses_reshaped[:, :, 3:4]  # (B*N, 4, 1)
+
+        # Transform to camera coordinates: (B*N, 4, 1)
+        cam_positions = cam_pose_inv_reshaped.bmm(target_positions)  # (B*N, 4, 1)
+        cam_positions_3d = cam_positions[:, :3, 0]  # (B*N, 3)
+
+        # Project to 2D using intrinsics in parallel
+        # Add small epsilon to avoid division by zero
+        eps = 1e-8
+        z_safe = torch.clamp(cam_positions_3d[:, 2], min=eps)  # (B*N,)
+
+        # Normalize by depth
+        normalized_points = cam_positions_3d[:, :2] / z_safe.unsqueeze(-1)  # (B*N, 2)
+
+        # Convert to homogeneous coordinates and apply intrinsics
+        normalized_homogeneous = torch.cat(
+            [normalized_points, torch.ones_like(normalized_points[:, :1])], dim=-1
+        )  # (B*N, 3)
+        pixel_coords = intrinsics_reshaped.bmm(
+            normalized_homogeneous.unsqueeze(-1)
+        ).squeeze(
+            -1
+        )  # (B*N, 3)
+
+        # Extract 2D coordinates
+        points_2d_flat = pixel_coords[:, :2]  # (B*N, 2)
+
+        # Reshape back to (B, N, 2)
+        points_2d = points_2d_flat.reshape(batch_size, num_poses, 2)
+
+        # clip to range [0, width] and [0, height]
+        points_2d[..., 0] = torch.clamp(points_2d[..., 0], 0, width - 1)
+        points_2d[..., 1] = torch.clamp(points_2d[..., 1], 0, height - 1)
+
+        if normalize:
+            # Normalize to [0, 1] range
+            points_2d[..., 0] /= width
+            points_2d[..., 1] /= height
+
+        return points_2d
+
+    def _get_gripper_ratio(
+        self, control_part: str, gripper_qpos: Optional[torch.Tensor] = None
+    ):
+        robot: Robot = self._env.robot
+        gripper_max_limit = robot.body_data.qpos_limits[
+            :, robot.get_joint_ids(control_part)
+        ][:, 0, 1]
+
+        if gripper_qpos is None:
+            gripper_qpos = robot.get_qpos()[:, robot.get_joint_ids(control_part)][:, 0]
+
+        return gripper_qpos / gripper_max_limit
+
+    def _get_robot_exteroception(
+        self,
+        control_part: Optional[str] = None,
+        x_interval: float = 0.02,
+        y_interval: float = 0.02,
+        kpnts_number: int = 12,
+        offset: Optional[Union[List, torch.Tensor]] = None,
+        follow_eef: bool = False,
+    ) -> torch.Tensor:
+        """Get the robot exteroception poses.
+
+        Args:
+            control_part: The part of the robot to use as reference. If None, uses the base.
+            x_interval: The interval for expanding along x-axis.
+            y_interval: The interval for expanding along y-axis.
+            kpnts_number: Number of keypoints to generate for each axis.
+            offset: Intrinsic offset that need to be substracted.
+            follow_eef: Whether to follow the gripper or not.
+
+        Returns:
+            A tensor of shape (num_envs, 1 + 2*kpnts_number, 4, 4) representing the exteroception poses.
+        """
+        robot: Robot = self._env.robot
+        if control_part is not None:
+            current_qpos = robot.get_qpos()[:, robot.get_joint_ids(control_part)]
+            robot_pose = robot.compute_fk(
+                current_qpos, name=control_part, to_matrix=True
+            )
+            if follow_eef:
+                gripper_ratio = self._get_gripper_ratio(
+                    control_part.replace("_arm", "_eef")
+                )  # TODO: "_eef" hardcode
+                # TODO: only support 1 env
+                y_interval = (y_interval * gripper_ratio)[0].item()
+        else:
+            logger.log_error("Not supported Robot without control part yet.")
+
+        if offset is not None:
+            offset = torch.as_tensor(
+                offset, dtype=torch.float32, device=self._env.device
+            )
+
+            if (offset.ndim > 2) or (offset.shape[-1] != 3):
+                logger.log_error(
+                    f"Only (N, 3) shaped xyz-intrinsic offset supported, got shape {offset.shape}"
+                )
+            elif offset.ndim == 1:
+                offset = offset[None]
+            # TODO: This operation may be slow when large scale Parallelization, but when small (num_envs=1) this operation is faster
+            robot_pose[:, :3, 3] = robot_pose[:, :3, 3] - torch.einsum(
+                "bij,bj->bi", robot_pose[:, :3, :3], offset
+            )
+
+        return compute_exteroception.expand_pose(
+            robot_pose,
+            x_interval,
+            y_interval,
+            kpnts_number,
+        )
+
+    def _get_object_exteroception(
+        self,
+        uid: str,
+        affordance_key: str,
+        x_interval: float = 0.02,
+        y_interval: float = 0.02,
+        kpnts_number: int = 12,
+        is_arena_coord: bool = False,
+        follow_eef: Optional[str] = None,
+    ) -> torch.Tensor:
+        """Get the rigid object exteroception poses.
+
+        Args:
+            uid: The UID of the object.
+            affordance_key: The key of the affordance to use for the object pose.
+            x_interval: The interval for expanding along x-axis.
+            y_interval: The interval for expanding along y-axis.
+            kpnts_number: Number of keypoints to generate for each axis.
+            is_arena_coord: Whether to use the arena coordinate system. Default is False.
+
+        Returns:
+            A tensor of shape (num_envs, 1 + 2*kpnts_number, 4, 4) representing the exteroception poses.
+        """
+
+        obj: RigidObject = self._env.sim.get_rigid_object(uid)
+        if obj is None:
+            logger.log_error(
+                f"Rigid object with UID '{uid}' not found in the simulation."
+            )
+
+        if hasattr(self._env, "affordance_datas") is False:
+            logger.log_error(
+                "Affordance data is not available in the environment. We cannot compute object exteroception."
+            )
+
+        if affordance_key not in self._env.affordance_datas:
+            # TODO: should this default behavior be warned?
+            # logger.log_warning(
+            #     f"Affordance key '{affordance_key}' not found in the affordance data, using identity pose.."
+            # )
+            pass
+
+        affordance_pose = torch.as_tensor(
+            self._env.affordance_datas.get(
+                affordance_key, torch.eye(4).repeat(self._env.num_envs, 1, 1)
+            ),
+            dtype=torch.float32,
+        )
+        if affordance_pose.ndim < 3:
+            affordance_pose = affordance_pose.repeat(self._env.num_envs, 1, 1)
+
+        ref_pose = None if is_arena_coord else obj.get_local_pose(to_matrix=True)
+
+        if follow_eef is not None:
+            gripper_ratio = self._get_gripper_ratio(control_part=follow_eef)
+            # TODO: only support 1 env
+            y_interval = (y_interval * gripper_ratio)[0].item()
+
+        return compute_exteroception.expand_pose(
+            affordance_pose,
+            x_interval,
+            y_interval,
+            kpnts_number,
+            ref_pose=ref_pose,
+        )
+
+    def _check_source_valid(self, source: str) -> bool:
+        if source not in self._valid_source:
+            logger.log_error(
+                f"Invalid exteroception source '{source}'. Supported sources are {self._valid_source}."
+            )
+        return True
+
+    def __call__(
+        self,
+        env: EmbodiedEnv,
+        obs: EnvObs,
+        descriptor: Dict[str, Dict[str, str]],
+        x_interval: float = 0.02,
+        y_interval: float = 0.02,
+        kpnts_number: int = 12,
+        groups: int = 6,
+    ) -> Dict[str, Dict[str, torch.Tensor]]:
+        """Compute the exteroception poses based on the asset type.
+
+        Args:
+            descriptor: The observation dictionary.
+
+        Returns:
+            A dictionary containing the exteroception poses with key 'exteroception'.
+        """
+
+        exteroception = {}
+        descriptor = resolve_dict(self._env, descriptor)
+        for sensor_uid, sources in descriptor.items():
+            sensor: Union[Camera, StereoCamera] = self._env.sim.get_sensor(sensor_uid)
+            if sensor is None:
+                logger.log_error(
+                    f"Sensor with UID '{sensor_uid}' not found in the simulation."
+                )
+
+            if not isinstance(sensor, (Camera, StereoCamera)):
+                logger.log_error(
+                    f"Sensor with UID '{sensor_uid}' is not a Camera or StereoCamera."
+                )
+
+            height, width = sensor.cfg.height, sensor.cfg.width
+
+            exteroception[sensor_uid] = {}
+            taget_pose_list = []
+            for source in sources:
+                source_type = source["type"]
+                self._check_source_valid(source_type)
+
+                if source_type == "robot":
+                    target_pose = self._get_robot_exteroception(
+                        control_part=source["control_part"],
+                        x_interval=x_interval,
+                        y_interval=y_interval,
+                        kpnts_number=kpnts_number,
+                        offset=source.get("offset", None),
+                        follow_eef=source.get("follow_eef", False),
+                    )
+                elif source_type == "affordance":
+                    target_pose = self._get_object_exteroception(
+                        uid=source["obj_uid"],
+                        affordance_key=source["key"],
+                        x_interval=x_interval,
+                        y_interval=y_interval,
+                        kpnts_number=kpnts_number,
+                        is_arena_coord=source["is_arena_coord"],
+                        follow_eef=source.get("follow_eef", None),
+                    )
+                else:
+                    logger.log_error(
+                        f"Unsupported exteroception source '{source_type}'. Supported sources are 'robot' and 'affordance."
+                    )
+                taget_pose_list.append(target_pose)
+
+            target_poses = torch.cat(taget_pose_list, dim=1)
+            if target_poses.shape[1] / (2 * kpnts_number + 1) != groups:
+                logger.log_error(
+                    f"Exteroception groups number mismatch. Expected {groups}, but got {int(target_poses.shape[1] / (2 * kpnts_number + 1))}."
+                )
+
+            if isinstance(sensor, StereoCamera):
+                intrinsics, right_intrinsics = sensor.get_intrinsics()
+                left_arena_pose, right_arena_pose = sensor.get_left_right_arena_pose()
+                projected_kpnts = compute_exteroception._project_3d_to_2d(
+                    left_arena_pose,
+                    intrinsics,
+                    height,
+                    width,
+                    target_poses,
+                )
+                exteroception[sensor_uid]["l"] = projected_kpnts
+
+                projected_kpnts = compute_exteroception._project_3d_to_2d(
+                    right_arena_pose,
+                    right_intrinsics,
+                    height,
+                    width,
+                    target_poses,
+                )
+                exteroception[sensor_uid]["r"] = projected_kpnts
+            else:
+                intrinsics = sensor.get_intrinsics()
+                projected_kpnts = compute_exteroception._project_3d_to_2d(
+                    sensor.get_arena_pose(to_matrix=True),
+                    intrinsics,
+                    height,
+                    width,
+                    target_poses,
+                )
+                exteroception[sensor_uid] = projected_kpnts
+
+        return exteroception
diff --git a/embodichain/lab/gym/envs/managers/randomization/__init__.py b/embodichain/lab/gym/envs/managers/randomization/__init__.py
new file mode 100644
index 00000000..6483181f
--- /dev/null
+++ b/embodichain/lab/gym/envs/managers/randomization/__init__.py
@@ -0,0 +1,22 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .rendering import *
+from .spatial import *
+
+"""
+Randomization are all implemented as Event functors.
+"""
diff --git a/embodichain/lab/gym/envs/managers/randomization/rendering.py b/embodichain/lab/gym/envs/managers/randomization/rendering.py
new file mode 100644
index 00000000..7c0aed82
--- /dev/null
+++ b/embodichain/lab/gym/envs/managers/randomization/rendering.py
@@ -0,0 +1,469 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import torch
+import os
+import random
+from typing import TYPE_CHECKING, Literal, Union, Optional, Dict
+
+from embodichain.lab.sim.objects import Light, RigidObject, Articulation
+from embodichain.lab.sim.sensors import Camera, StereoCamera
+from embodichain.lab.gym.envs.managers.cfg import SceneEntityCfg
+from embodichain.lab.gym.envs.managers import Functor, FunctorCfg
+from embodichain.lab.sim import (
+    VisualMaterial,
+    VisualMaterialInst,
+    VisualMaterialCfg,
+)
+from embodichain.utils.string import resolve_matching_names
+from embodichain.utils.math import sample_uniform
+from embodichain.utils import logger
+from embodichain.data import get_data_path
+
+if TYPE_CHECKING:
+    from embodichain.lab.gym.envs import EmbodiedEnv
+
+
+__all__ = [
+    "randomize_light",
+    "randomize_camera_intrinsics",
+    "randomize_visual_material",
+]
+
+
+def randomize_light(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfg: SceneEntityCfg,
+    position_range: Optional[tuple[list[float], list[float]]] = None,
+    color_range: Optional[tuple[list[float], list[float]]] = None,
+    intensity_range: Optional[tuple[float, float]] = None,
+) -> None:
+    """Randomize light properties by adding, scaling, or setting random values.
+
+    This function allows randomizing light properties in the scene. The function samples random values from the
+    given distribution parameters and adds, scales, or sets the values into the physics simulation based on the
+    operation.
+
+    The distribution parameters are lists of two elements each, representing the lower and upper bounds of the
+    distribution for the x, y, and z components of the light properties. The function samples random values for each
+    component independently.
+
+    .. attention::
+        This function applied the same light properties for all the environments.
+
+        position_range is the x, y, z value added into light's cfg.init_pos.
+        color_range is the absolute r, g, b value set to the light object.
+        intensity_range is the value added into light's cfg.intensity.
+
+    .. tip::
+        This function uses CPU tensors to assign light properties.
+
+    Args:
+        env (EmbodiedEnv): The environment instance.
+        env_ids (Union[torch.Tensor, None]): The environment IDs to apply the randomization.
+        entity_cfg (SceneEntityCfg): The configuration of the scene entity to randomize.
+        position_range (Optional[tuple[list[float], list[float]]]): The range for the position randomization.
+        color_range (Optional[tuple[list[float], list[float]]]): The range for the color randomization.
+        intensity_range (Optional[tuple[float, float]]): The range for the intensity randomization.
+    """
+
+    light: Light = env.sim.get_light(entity_cfg.uid)
+    num_instance = len(env_ids)
+
+    if position_range:
+        init_pos = light.cfg.init_pos
+        new_pos = (
+            torch.tensor(init_pos, dtype=torch.float32)
+            .unsqueeze_(0)
+            .repeat(num_instance, 1)
+        )
+        random_value = sample_uniform(
+            lower=torch.tensor(position_range[0]),
+            upper=torch.tensor(position_range[1]),
+            size=new_pos.shape,
+        )
+        new_pos += random_value
+        light.set_local_pose(new_pos, env_ids=env_ids)
+
+    if color_range:
+        color = torch.zeros((num_instance, 3), dtype=torch.float32)
+        random_value = sample_uniform(
+            lower=torch.tensor(color_range[0]),
+            upper=torch.tensor(color_range[1]),
+            size=color.shape,
+        )
+        color += random_value
+        light.set_color(color, env_ids=env_ids)
+
+    if intensity_range:
+        init_intensity = light.cfg.intensity
+        new_intensity = (
+            torch.tensor(init_intensity, dtype=torch.float32)
+            .unsqueeze_(0)
+            .repeat(num_instance, 1)
+        )
+        random_value = sample_uniform(
+            lower=torch.tensor(intensity_range[0]),
+            upper=torch.tensor(intensity_range[1]),
+            size=new_intensity.shape,
+        )
+        new_intensity += random_value
+        new_intensity.squeeze_(1)
+        light.set_intensity(new_intensity, env_ids=env_ids)
+
+
+def randomize_camera_intrinsics(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfg: SceneEntityCfg,
+    focal_x_range: Optional[tuple[float, float]] = None,
+    focal_y_range: Optional[tuple[float, float]] = None,
+    cx_range: Optional[tuple[float, float]] = None,
+    cy_range: Optional[tuple[float, float]] = None,
+) -> None:
+    """Randomize camera intrinsic properties by adding, scaling, or setting random values.
+
+    This function allows randomizing camera intrinsic parameters in the scene. The function samples random values
+    from the given distribution parameters and adds, scales, or sets the values into the physics simulation based
+    on the operation.
+
+    The distribution parameters are tuples of two elements each, representing the lower and upper bounds of the
+    distribution for the focal length (fx, fy) and principal point (cx, cy) components of the camera intrinsics.
+    The function samples random values for each component independently.
+
+    .. attention::
+        This function applies the same intrinsic properties for all the environments.
+
+        focal_x_range and focal_y_range are values added to the camera's current fx and fy values.
+        focal_xy_range is a combined range for both fx and fy, where the range is specified as
+        [[fx_min, fy_min], [fx_max, fy_max]].
+        cx_range and cy_range are values added to the camera's current cx and cy values.
+
+    .. tip::
+        This function uses CPU tensors to assign camera intrinsic properties.
+
+    Args:
+        env (EmbodiedEnv): The environment instance.
+        env_ids (Union[torch.Tensor, None]): The environment IDs to apply the randomization.
+        entity_cfg (SceneEntityCfg): The configuration of the scene entity to randomize.
+        focal_x_range (Optional[tuple[float, float]]): The range for the focal length x randomization.
+        focal_y_range (Optional[tuple[float, float]]): The range for the focal length y randomization.
+        cx_range (Optional[tuple[float, float]]): The range for the principal point x randomization.
+        cy_range (Optional[tuple[float, float]]): The range for the principal point y randomization.
+    """
+
+    camera: Union[Camera, StereoCamera] = env.sim.get_sensor(entity_cfg.uid)
+    num_instance = len(env_ids)
+
+    # Get current intrinsics as baseline
+    current_intrinsics = camera.cfg.intrinsics  # (fx, fy, cx, cy)
+
+    # Create new intrinsics tensor for all instances
+    new_intrinsics = (
+        torch.tensor(current_intrinsics, dtype=torch.float32)
+        .unsqueeze(0)
+        .repeat(num_instance, 1)
+    )
+
+    # Randomize focal length x (fx)
+    if focal_x_range:
+        random_value = sample_uniform(
+            lower=torch.tensor(focal_x_range[0]),
+            upper=torch.tensor(focal_x_range[1]),
+            size=(num_instance,),
+        )
+        new_intrinsics[:, 0] += random_value
+
+    # Randomize focal length y (fy)
+    if focal_y_range:
+        random_value = sample_uniform(
+            lower=torch.tensor(focal_y_range[0]),
+            upper=torch.tensor(focal_y_range[1]),
+            size=(num_instance,),
+        )
+        new_intrinsics[:, 1] += random_value
+
+    # Randomize principal point x (cx)
+    if cx_range:
+        random_value = sample_uniform(
+            lower=torch.tensor(cx_range[0]),
+            upper=torch.tensor(cx_range[1]),
+            size=(num_instance,),
+        )
+        new_intrinsics[:, 2] += random_value
+
+    # Randomize principal point y (cy)
+    if cy_range:
+        random_value = sample_uniform(
+            lower=torch.tensor(cy_range[0]),
+            upper=torch.tensor(cy_range[1]),
+            size=(num_instance,),
+        )
+        new_intrinsics[:, 3] += random_value
+
+    camera.set_intrinsics(new_intrinsics, env_ids=env_ids)
+
+
+class randomize_visual_material(Functor):
+    """Randomize the the visual material properties of a RigidObject or an Articulation.
+
+    Note:
+        1. Currently supported randomized properties include:
+            - base_color: RGB color of the material. Value should be in [0, 1], shape of (3,)
+            - base_color_texture: Texture image for the base color of the material.
+                The textures will be preloaded from the given texture_path during initialization.
+            - metallic: Metallic property of the material. Value should be in [0, 1].
+            - roughness: Roughness property of the material. Value should be in [0, 1].
+            - ior: Index of Refraction of the material (only supported in ray tracing mode).
+        2. The default ground plane can also be randomized by setting entity_cfg.uid to "default_plane".
+    """
+
+    def __init__(self, cfg: FunctorCfg, env: EmbodiedEnv):
+        """Initialize the term.
+
+        Args:
+            cfg: The configuration of the functor.
+            env: The environment instance.
+
+        Raises:
+            ValueError: If the asset is not a RigidObject or an Articulation.
+        """
+        super().__init__(cfg, env)
+
+        self.entity_cfg: SceneEntityCfg = cfg.params["entity_cfg"]
+
+        # special case: default ground plane.
+        if self.entity_cfg.uid == "default_plane":
+            pass
+        else:
+            self.entity: Union[RigidObject, Articulation] = env.sim.get_asset(
+                self.entity_cfg.uid
+            )
+
+            if not isinstance(self.entity, (RigidObject, Articulation)):
+                raise ValueError(
+                    f"Randomization functor 'randomize_visual_material' not supported for asset: '{self.entity_cfg.uid}'"
+                    f" with type: '{type(self.entity)}'."
+                )
+
+        # TODO: Maybe need to consider two cases:
+        # 1. the texture folder is very large, and we don't want to load all the textures into memory.
+        # 2. the texture is generated on the fly.
+
+        # Preload textures (currently only base color textures are supported)
+        self.textures = []
+        texture_path = get_data_path(cfg.params.get("texture_path", None))
+        if texture_path is not None:
+            from embodichain.utils.utility import read_all_folder_images
+
+            texture_key = os.path.basename(texture_path)
+            # check if the texture group is already loaded in the global texture cache
+            if texture_key in env.sim.get_texture_cache():
+                logger.log_info(
+                    f"Texture group '{texture_key}' is already loaded in the global texture cache."
+                )
+                self.textures = env.sim.get_texture_cache(texture_key)
+            else:
+                self.textures = read_all_folder_images(texture_path)
+
+                # padding the texture with alpha channel if not exist
+                for i in range(len(self.textures)):
+                    if self.textures[i].shape[2] == 3:
+                        data = torch.as_tensor(self.textures[i])
+                        alpha_channel = (
+                            torch.ones(
+                                (data.shape[0], data.shape[1], 1), dtype=data.dtype
+                            )
+                            * 255
+                        )
+                        data = torch.cat((data, alpha_channel), dim=2)
+                        self.textures[i] = data
+
+                env.sim.set_texture_cache(texture_key, self.textures)
+
+        if self.entity_cfg.uid == "default_plane":
+            pass
+
+        else:
+            # TODO: we may need to get the default material instance from the asset itself.
+            mat: VisualMaterial = env.sim.create_visual_material(
+                cfg=VisualMaterialCfg(
+                    base_color=[1.0, 1.0, 1.0, 1.0],
+                    uid=f"{self.entity_cfg.uid}_random_mat",
+                )
+            )
+            if isinstance(self.entity, RigidObject):
+                self.entity.set_visual_material(mat)
+            elif isinstance(self.entity, Articulation):
+                _, link_names = resolve_matching_names(
+                    self.entity_cfg.link_names, self.entity.link_names
+                )
+                self.entity_cfg.link_names = link_names
+                self.entity.set_visual_material(mat, link_names=link_names)
+
+    @staticmethod
+    def gen_random_base_color_texture(width: int, height: int) -> torch.Tensor:
+        """Generate a random base color texture.
+
+        Args:
+            width: The width of the texture.
+            height: The height of the texture.
+
+        Returns:
+            A torch tensor representing the random base color texture with shape (height, width, 4).
+        """
+        # Generate random RGB values
+        rgb = torch.ones((height, width, 3), dtype=torch.float32)
+        rgb *= torch.rand((1, 1, 3), dtype=torch.float32)
+        rgba = torch.cat((rgb, torch.ones((height, width, 1))), dim=2)
+        rgba = (rgba * 255).to(torch.uint8)
+        return rgba
+
+    def _randomize_texture(self, mat_inst: VisualMaterialInst) -> None:
+        if len(self.textures) > 0:
+            # Randomly select a texture from the preloaded textures
+            texture_idx = torch.randint(0, len(self.textures), (1,)).item()
+            mat_inst.set_base_color_texture(texture_data=self.textures[texture_idx])
+
+    def _randomize_mat_inst(
+        self,
+        mat_inst: VisualMaterialInst,
+        plan: Dict[str, torch.Tensor],
+        random_texture_prob: float,
+        idx: int = 0,
+    ) -> None:
+        # randomize the material instance pbr properties based on the plan.
+        for key, value in plan.items():
+            if key == "base_color":
+                mat_inst.set_base_color(value[idx].tolist())
+            else:
+                getattr(mat_inst, f"set_{key}")(value[idx].item())
+
+        # randomize texture or base color based on the probability.
+        if random_texture_prob <= 0.0 or len(self.textures) == 0:
+            return
+        if random.random() < random_texture_prob:
+            self._randomize_texture(mat_inst)
+        else:
+            # set a random base color instead.
+            random_color = torch.rand(3).tolist()
+            random_color.append(1.0)  # alpha
+            mat_inst.set_base_color(random_color)
+
+    def __call__(
+        self,
+        env: EmbodiedEnv,
+        env_ids: Union[torch.Tensor, None],
+        entity_cfg: SceneEntityCfg,
+        random_texture_prob: float = 0.5,
+        texture_path: Optional[str] = None,
+        base_color_range: Optional[tuple[list[float], list[float]]] = None,
+        metallic_range: Optional[tuple[float, float]] = None,
+        roughness_range: Optional[tuple[float, float]] = None,
+        ior_range: Optional[tuple[float, float]] = None,
+    ):
+        from embodichain.lab.sim.utility import is_rt_enabled
+
+        # resolve environment ids
+        if env_ids is None:
+            env_ids = torch.arange(env.num_envs, device="cpu")
+        else:
+            env_ids = env_ids.cpu()
+
+        if self.entity_cfg.uid == "default_plane":
+            env_ids = [0]
+
+        randomize_plan = {}
+        if base_color_range:
+            base_color = sample_uniform(
+                lower=torch.tensor(base_color_range[0], dtype=torch.float32),
+                upper=torch.tensor(base_color_range[1], dtype=torch.float32),
+                size=(len(env_ids), 3),  # RGB
+            )
+            # append alpha channel
+            alpha_channel = torch.ones((len(env_ids), 1), dtype=torch.float32)
+            base_color = torch.cat((base_color, alpha_channel), dim=1)
+            randomize_plan["base_color"] = base_color
+
+        if metallic_range:
+            metallic = sample_uniform(
+                lower=torch.tensor(metallic_range[0], dtype=torch.float32),
+                upper=torch.tensor(metallic_range[1], dtype=torch.float32),
+                size=(len(env_ids), 1),
+            )
+            randomize_plan["metallic"] = metallic
+
+        if roughness_range:
+            roughness = sample_uniform(
+                lower=torch.tensor(roughness_range[0], dtype=torch.float32),
+                upper=torch.tensor(roughness_range[1], dtype=torch.float32),
+                size=(len(env_ids), 1),
+            )
+            randomize_plan["roughness"] = roughness
+
+        if ior_range and is_rt_enabled():
+            ior = sample_uniform(
+                lower=torch.tensor(ior_range[0], dtype=torch.float32),
+                upper=torch.tensor(ior_range[1], dtype=torch.float32),
+                size=(len(env_ids), 1),
+            )
+            randomize_plan["ior"] = ior
+
+        # ground plane only has one instance.
+        mat_insts = None
+        if self.entity_cfg.uid == "default_plane":
+            mat_inst = env.sim.get_visual_material("plane_mat").get_default_instance()
+            self._randomize_mat_inst(
+                mat_inst=mat_inst,
+                plan=randomize_plan,
+                random_texture_prob=random_texture_prob,
+                idx=0,
+            )
+            return
+        elif isinstance(self.entity, RigidObject):
+            mat_insts = self.entity.get_visual_material_inst(env_ids=env_ids)
+        elif isinstance(self.entity, Articulation):
+            mat_insts = self.entity.get_visual_material_inst(
+                env_ids=env_ids,
+                link_names=self.entity_cfg.link_names,
+            )
+
+        for i, data in enumerate(mat_insts):
+            if isinstance(self.entity, RigidObject):
+                # For RigidObject, data is the material instance directly
+                mat: VisualMaterialInst = data
+            elif isinstance(self.entity, Articulation):
+                # For Articulation, data is the key-value pair of link name and material instance
+                mat: Dict[str, VisualMaterialInst] = data
+
+            if isinstance(self.entity, RigidObject):
+                self._randomize_mat_inst(
+                    mat_inst=mat,
+                    plan=randomize_plan,
+                    random_texture_prob=random_texture_prob,
+                    idx=i,
+                )
+            else:
+                for name, mat_inst in mat.items():
+                    self._randomize_mat_inst(
+                        mat_inst=mat_inst,
+                        plan=randomize_plan,
+                        random_texture_prob=random_texture_prob,
+                        idx=i,
+                    )
diff --git a/embodichain/lab/gym/envs/managers/randomization/spatial.py b/embodichain/lab/gym/envs/managers/randomization/spatial.py
new file mode 100644
index 00000000..70bcabe8
--- /dev/null
+++ b/embodichain/lab/gym/envs/managers/randomization/spatial.py
@@ -0,0 +1,261 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import torch
+from typing import TYPE_CHECKING, Literal, Union, Optional, List
+
+from embodichain.lab.sim.objects import RigidObject, Robot
+from embodichain.lab.gym.envs.managers.cfg import SceneEntityCfg
+from embodichain.utils.math import sample_uniform, matrix_from_euler
+from embodichain.utils import logger
+
+
+if TYPE_CHECKING:
+    from embodichain.lab.gym.envs import EmbodiedEnv
+
+
+def get_random_pose(
+    init_pos: torch.Tensor,
+    init_rot: torch.Tensor,
+    position_range: Optional[tuple[list[float], list[float]]] = None,
+    rotation_range: Optional[tuple[list[float], list[float]]] = None,
+    relative_position: bool = True,
+    relative_rotation: bool = False,
+) -> torch.Tensor:
+    """Generate a random pose based on the initial position and rotation.
+
+    Args:
+        init_pos (torch.Tensor): The initial position tensor of shape (num_instance, 3).
+        init_rot (torch.Tensor): The initial rotation tensor of shape (num_instance, 3, 3).
+        position_range (Optional[tuple[list[float], list[float]]]): The range for the position randomization.
+        rotation_range (Optional[tuple[list[float], list[float]]]): The range for the rotation randomization.
+            The rotation is represented as Euler angles (roll, pitch, yaw) in degree.
+        relative_position (bool): Whether to randomize the position relative to the initial position. Default is True.
+        relative_rotation (bool): Whether to randomize the rotation relative to the initial rotation. Default is False.
+
+    Returns:
+        torch.Tensor: The generated random pose tensor of shape (num_instance, 4, 4).
+    """
+
+    num_instance = init_pos.shape[0]
+    pose = (
+        torch.eye(4, dtype=torch.float32, device=init_pos.device)
+        .unsqueeze_(0)
+        .repeat(num_instance, 1, 1)
+    )
+    pose[:, :3, :3] = init_rot
+    pose[:, :3, 3] = init_pos
+
+    if position_range:
+
+        pos_low = torch.tensor(position_range[0], device=init_pos.device)
+        pos_high = torch.tensor(position_range[1], device=init_pos.device)
+
+        random_value = sample_uniform(
+            lower=pos_low,
+            upper=pos_high,
+            size=(num_instance, 3),
+        )
+        if relative_position:
+            random_value += init_pos
+
+        pose[:, :3, 3] = random_value
+
+    if rotation_range:
+
+        rot_low = torch.tensor(rotation_range[0], device=init_pos.device)
+        rot_high = torch.tensor(rotation_range[1], device=init_pos.device)
+
+        random_value = (
+            sample_uniform(
+                lower=rot_low,
+                upper=rot_high,
+                size=(num_instance, 3),
+            )
+            * torch.pi
+            / 180.0
+        )
+        rot = matrix_from_euler(random_value)
+
+        if relative_rotation:
+            rot = torch.bmm(init_rot, rot)
+        pose[:, :3, :3] = rot
+
+    return pose
+
+
+def randomize_rigid_object_pose(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfg: SceneEntityCfg,
+    position_range: Optional[tuple[list[float], list[float]]] = None,
+    rotation_range: Optional[tuple[list[float], list[float]]] = None,
+    relative_position: bool = True,
+    relative_rotation: bool = False,
+) -> None:
+    """Randomize the pose of a rigid object in the environment.
+
+    Args:
+        env (EmbodiedEnv): The environment instance.
+        env_ids (Union[torch.Tensor, None]): The environment IDs to apply the randomization.
+        entity_cfg (SceneEntityCfg): The configuration of the scene entity to randomize.
+        position_range (Optional[tuple[list[float], list[float]]]): The range for the position randomization.
+        rotation_range (Optional[tuple[list[float], list[float]]]): The range for the rotation randomization.
+            The rotation is represented as Euler angles (roll, pitch, yaw) in degree.
+        relative_position (bool): Whether to randomize the position relative to the object's initial position. Default is True.
+        relative_rotation (bool): Whether to randomize the rotation relative to the object's initial rotation. Default is False.
+    """
+
+    rigid_object: RigidObject = env.sim.get_rigid_object(entity_cfg.uid)
+    num_instance = len(env_ids)
+
+    init_pos = (
+        torch.tensor(rigid_object.cfg.init_pos, dtype=torch.float32, device=env.device)
+        .unsqueeze_(0)
+        .repeat(num_instance, 1)
+    )
+    init_rot = (
+        torch.tensor(rigid_object.cfg.init_rot, dtype=torch.float32, device=env.device)
+        * torch.pi
+        / 180.0
+    )
+    init_rot = init_rot.unsqueeze_(0).repeat(num_instance, 1)
+    init_rot = matrix_from_euler(init_rot)
+
+    pose = get_random_pose(
+        init_pos=init_pos,
+        init_rot=init_rot,
+        position_range=position_range,
+        rotation_range=rotation_range,
+        relative_position=relative_position,
+        relative_rotation=relative_rotation,
+    )
+
+    rigid_object.set_local_pose(pose, env_ids=env_ids)
+    rigid_object.clear_dynamics()
+
+
+def randomize_robot_eef_pose(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfg: SceneEntityCfg,
+    position_range: Optional[tuple[list[float], list[float]]] = None,
+    rotation_range: Optional[tuple[list[float], list[float]]] = None,
+) -> None:
+    """Randomize the initial end-effector pose of a robot in the environment.
+
+    Note:
+        - The position and rotation are performed randomization in a relative manner.
+        - The current state of eef pose is computed based on the current joint positions of the robot.
+
+    Args:
+        env (EmbodiedEnv): The environment instance.
+        env_ids (Union[torch.Tensor, None]): The environment IDs to apply the randomization.
+        robot_name (str): The name of the robot.
+        entity_cfg (SceneEntityCfg): The configuration of the scene entity to randomize.
+        position_range (Optional[tuple[list[float], list[float]]]): The range for the position randomization.
+        rotation_range (Optional[tuple[list[float], list[float]]]): The range for the rotation randomization.
+            The rotation is represented as Euler angles (roll, pitch, yaw) in degree.
+    """
+
+    def set_random_eef_pose(joint_ids: List[int], robot: Robot) -> None:
+        current_qpos = robot.get_qpos()[env_ids][:, joint_ids]
+        if current_qpos.dim() == 1:
+            current_qpos = current_qpos.unsqueeze_(0)
+
+        current_eef_pose = robot.compute_fk(
+            name=part, qpos=current_qpos, to_matrix=True
+        )
+
+        new_eef_pose = get_random_pose(
+            init_pos=current_eef_pose[:, :3, 3],
+            init_rot=current_eef_pose[:, :3, :3],
+            position_range=position_range,
+            rotation_range=rotation_range,
+            relative_position=True,
+            relative_rotation=True,
+        )
+
+        ret, new_qpos = robot.compute_ik(
+            pose=new_eef_pose, name=part, joint_seed=current_qpos
+        )
+
+        new_qpos[ret == False] = current_qpos[ret == False]
+        robot.set_qpos(new_qpos, env_ids=env_ids, joint_ids=joint_ids)
+
+    robot = env.sim.get_robot(entity_cfg.uid)
+
+    control_parts = entity_cfg.control_parts
+    if control_parts is None:
+        joint_ids = robot.get_joint_ids()
+        set_random_eef_pose(joint_ids, robot)
+    else:
+        for part in control_parts:
+            joint_ids = robot.get_joint_ids(part)
+            set_random_eef_pose(joint_ids, robot)
+
+    # simulate 10 steps to let the robot reach the target pose.
+    env.sim.update(step=10)
+
+
+def randomize_robot_qpos(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfg: SceneEntityCfg,
+    qpos_range: Optional[tuple[list[float], list[float]]] = None,
+    relative_qpos: bool = True,
+    joint_ids: Optional[List[int]] = None,
+) -> None:
+    """Randomize the initial joint positions of a robot in the environment.
+
+    Args:
+        env (EmbodiedEnv): The environment instance.
+        env_ids (Union[torch.Tensor, None]): The environment IDs to apply the randomization.
+        entity_cfg (SceneEntityCfg): The configuration of the scene entity to randomize.
+        qpos_range (Optional[tuple[list[float], list[float]]]): The range for the joint position randomization.
+        relative_qpos (bool): Whether to randomize the joint positions relative to the current joint positions. Default is True.
+        joint_ids (Optional[List[int]]): The list of joint IDs to randomize. If None, all joints will be randomized.
+    """
+    if qpos_range is None:
+        return
+
+    num_instance = len(env_ids)
+
+    robot = env.sim.get_robot(entity_cfg.uid)
+
+    if joint_ids is None:
+        if len(qpos_range[0]) != robot.dof:
+            logger.log_error(
+                f"The length of qpos_range {len(qpos_range[0])} does not match the robot dof {robot.dof}."
+            )
+        joint_ids = robot.get_joint_ids()
+
+    qpos = sample_uniform(
+        lower=torch.tensor(qpos_range[0], device=env.device),
+        upper=torch.tensor(qpos_range[1], device=env.device),
+        size=(num_instance, len(joint_ids)),
+    )
+
+    if relative_qpos:
+        current_qpos = robot.get_qpos()[env_ids][:, joint_ids]
+        current_qpos += qpos
+    else:
+        current_qpos = qpos
+
+    robot.set_qpos(qpos=current_qpos, env_ids=env_ids, joint_ids=joint_ids)
+    env.sim.update(step=100)
diff --git a/embodichain/lab/gym/envs/managers/record.py b/embodichain/lab/gym/envs/managers/record.py
new file mode 100644
index 00000000..157064a7
--- /dev/null
+++ b/embodichain/lab/gym/envs/managers/record.py
@@ -0,0 +1,237 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import torch
+import os
+import random
+import numpy as np
+from typing import TYPE_CHECKING, Literal, Union, List
+
+from dexsim.utility import images_to_video
+from embodichain.lab.gym.envs.managers import Functor, FunctorCfg
+from embodichain.lab.sim.sensors.camera import CameraCfg
+
+if TYPE_CHECKING:
+    from embodichain.lab.gym.envs import EmbodiedEnv
+
+
+class record_camera_data(Functor):
+    """Record camera data in the environment. The camera is usually setup with third-person view, and
+    is used to record the scene during the episode. It is helpful for debugging and visualization.
+
+    Note:
+        Currently, the functor is implemented in `interval' mode such that, it can only save the
+        recorded frames when in :meth:`env.step()` function call. For example:
+        ```python
+        env.step()
+        # perform multiple steps in the same episode
+        env.reset()
+        env.step()  # the video of the first episode will be saved here.
+        ```
+        The final episode frames will not be saved in the current implementation.
+        We may improve it in the future.
+    """
+
+    def __init__(self, cfg: FunctorCfg, env: EmbodiedEnv):
+        """Initialize the functor.
+
+        Args:
+            cfg: The configuration of the functor.
+            env: The environment instance.
+
+        Raises:
+            ValueError: If the asset is not a RigidObject or an Articulation.
+        """
+        super().__init__(cfg, env)
+
+        # extract the used quantities (to enable type-hinting)
+        self._name = cfg.params.get("name", "default")
+        resolution = cfg.params.get("resolution", (640, 480))
+        eye = cfg.params.get("eye", (0, 0, 2))
+        target = cfg.params.get("target", (0, 0, 0))
+        up = cfg.params.get("up", (0, 0, 1))
+        intrinsics = cfg.params.get(
+            "intrinsics", (600, 600, int(resolution[0] / 2), int(resolution[1] / 2))
+        )
+
+        self.camera = env.sim.add_sensor(
+            sensor_cfg=CameraCfg(
+                uid=self._name,
+                width=resolution[0],
+                height=resolution[1],
+                extrinsics=CameraCfg.ExtrinsicsCfg(eye=eye, target=target, up=up),
+                intrinsics=intrinsics,
+            )
+        )
+
+        self._current_episode = 0
+        self._frames: List[np.ndarray] = []
+
+    def _draw_frames_into_one_image(self, frames: torch.Tensor) -> torch.Tensor:
+        """
+        Concatenate multiple frames into a single image with nearly square arrangement.
+
+        Args:
+            frames: Tensor with shape (B, H, W, 4) where B is batch size
+
+        Returns:
+            Single concatenated image tensor with shape (grid_h * H, grid_w * W, 4)
+        """
+        if frames.numel() == 0:
+            return frames
+
+        B, H, W, C = frames.shape
+
+        # Calculate grid dimensions for nearly square arrangement
+        grid_w = int(torch.ceil(torch.sqrt(torch.tensor(B, dtype=torch.float32))))
+        grid_h = int(torch.ceil(torch.tensor(B, dtype=torch.float32) / grid_w))
+
+        # Create empty grid to hold all frames
+        result = torch.zeros(
+            (grid_h * H, grid_w * W, C), dtype=frames.dtype, device=frames.device
+        )
+
+        # Fill the grid with frames
+        for i in range(B):
+            row = i // grid_w
+            col = i % grid_w
+
+            start_h = row * H
+            end_h = start_h + H
+            start_w = col * W
+            end_w = start_w + W
+
+            result[start_h:end_h, start_w:end_w] = frames[i]
+
+        return result
+
+    def __call__(
+        self,
+        env: EmbodiedEnv,
+        env_ids: Union[torch.Tensor, None],
+        name: str,
+        resolution: tuple[int, int] = (640, 480),
+        eye: tuple[float, float, float] = (0, 0, 2),
+        target: tuple[float, float, float] = (0, 0, 0),
+        up: tuple[float, float, float] = (0, 0, 1),
+        intrinsics: tuple[float, float, float, float] = (
+            600,
+            600,
+            320,
+            240,
+        ),
+        max_env_num: int = 16,
+        save_path: str = "./outputs/videos",
+    ):
+        # TODO: the current implementation will lost the final episode frames recording.
+        # Check if the frames should be saved for the current episode
+        if env.elapsed_steps.sum().item() == len(env_ids) and len(self._frames) > 0:
+            video_name = f"episode_{self._current_episode}_{self._name}"
+            images_to_video(self._frames, save_path, video_name, fps=20)
+
+            self._current_episode += 1
+            self._frames = []
+
+        self.camera.update(fetch_only=self.camera.is_rt_enabled)
+        data = self.camera.get_data()
+        rgb = data["color"]
+
+        num_frames = max(rgb.shape[0], max_env_num)
+        rgb = rgb[:num_frames]
+        rgb = self._draw_frames_into_one_image(rgb)[..., :3].cpu().numpy()
+        self._frames.append(rgb)
+
+
+class record_camera_data_async(record_camera_data):
+    """Record camera data for multiple environments, merge and save as a single video at episode end."""
+
+    def __init__(self, cfg: FunctorCfg, env: EmbodiedEnv):
+        super().__init__(cfg, env)
+        self._num_envs = min(4, getattr(env, "num_envs", 1))
+        self._frames_list = [[] for _ in range(self._num_envs)]
+        self._ep_idx = [0 for _ in range(self._num_envs)]
+
+    def __call__(
+        self,
+        env: EmbodiedEnv,
+        env_ids: Union[torch.Tensor, None],
+        name: str,
+        resolution: tuple[int, int] = (640, 480),
+        eye: tuple[float, float, float] = (0, 0, 2),
+        target: tuple[float, float, float] = (0, 0, 0),
+        up: tuple[float, float, float] = (0, 0, 1),
+        intrinsics: tuple[float, float, float, float] = (
+            600,
+            600,
+            320,
+            240,
+        ),
+        max_env_num: int = 16,
+        save_path: str = "./outputs/videos",
+    ):
+        self.camera.update(fetch_only=self.camera.is_rt_enabled)
+        data = self.camera.get_data()
+        rgb = data["color"]  # shape: (num_envs, H, W, 4)
+        if isinstance(rgb, torch.Tensor):
+            rgb_np = rgb.cpu().numpy()
+        else:
+            rgb_np = rgb
+        # Only collect frames for the first 4 environments
+        for i in range(self._num_envs):
+            self._frames_list[i].append(rgb_np[i][..., :])
+
+        # Check if elapsed_steps==1 (just reset)
+        elapsed = env.elapsed_steps
+        if isinstance(elapsed, torch.Tensor):
+            elapsed_np = elapsed.cpu().numpy()
+        else:
+            elapsed_np = elapsed
+        # Only check reset for the first 4 environments
+        ready_envs = [
+            i
+            for i in range(self._num_envs)
+            if elapsed_np[i] == 1 and len(self._frames_list[i]) > 1
+        ]
+        # Used to temporarily store episode frames for each env
+        if not hasattr(self, "_pending_env_episodes"):
+            self._pending_env_episodes = {}
+        for i in ready_envs:
+            if i not in self._pending_env_episodes:
+                self._pending_env_episodes[i] = self._frames_list[i][:-1]
+                self._frames_list[i] = [
+                    self._frames_list[i][-1]
+                ]  # Only keep the first frame after reset
+                self._ep_idx[i] += 1
+        # If all specified envs have collected frames, concatenate and save
+        if len(self._pending_env_episodes) == self._num_envs:
+            min_len = min(len(frames) for frames in self._pending_env_episodes.values())
+            big_frames = []
+            for j in range(min_len):
+                frames = [
+                    self._pending_env_episodes[i][j] for i in range(self._num_envs)
+                ]
+                frames_tensor = torch.from_numpy(np.stack(frames)).to(torch.uint8)
+                big_frame = (
+                    self._draw_frames_into_one_image(frames_tensor)[..., :3]
+                    .cpu()
+                    .numpy()
+                )
+                big_frames.append(big_frame)
+            video_name = f"ep{self._ep_idx[0]-1}_{self._name}_allenvs"
+            images_to_video(big_frames, save_path, video_name, fps=20)
+            self._pending_env_episodes.clear()
diff --git a/embodichain/lab/gym/envs/object/__init__.py b/embodichain/lab/gym/envs/object/__init__.py
new file mode 100644
index 00000000..851d86e2
--- /dev/null
+++ b/embodichain/lab/gym/envs/object/__init__.py
@@ -0,0 +1,17 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .geometry import *
diff --git a/embodichain/lab/gym/envs/object/geometry.py b/embodichain/lab/gym/envs/object/geometry.py
new file mode 100644
index 00000000..b95faf3c
--- /dev/null
+++ b/embodichain/lab/gym/envs/object/geometry.py
@@ -0,0 +1,138 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+import open3d as o3d
+
+from typing import Union
+
+from dexsim.models import MeshObject
+from embodichain.utils import logger
+from embodichain.lab.sim.objects import RigidObject
+from embodichain.lab.gym.envs.managers.cfg import SceneEntityCfg
+from embodichain.utils.utility import inv_transform
+
+
+def get_pc_svd_frame(pc: Union[np.ndarray, torch.Tensor]) -> np.ndarray:
+    """
+    Computes the pose of a point cloud using Singular Value Decomposition (SVD).
+
+    This function centers the point cloud, performs SVD to obtain the rotation,
+    and constructs a 4x4 transformation matrix representing the pose of the point cloud.
+
+    Args:
+        pc (np.ndarray): A 2D numpy array of shape (N, 3) representing the point cloud,
+                         where N is the number of points.
+
+    Returns:
+        np.ndarray: A 4x4 transformation matrix that includes the rotation and translation
+                    of the point cloud.
+    """
+    if pc.ndim != 2:
+        logger.log_error(
+            f"get_pc_svd_frame only support the pc of 1 object, which means that pc.ndim==2, but got {pc.ndim}"
+        )
+    pc_center = pc.mean(axis=0)
+    pc_centered = pc - pc_center
+    u, s, vt = torch.linalg.svd(pc_centered)
+    rotation = vt.T
+    pc_pose = torch.eye(4, dtype=torch.float32)
+    pc_pose[:3, :3] = rotation
+    pc_pose[:3, 3] = pc_center
+    return pc_pose
+
+
+def apply_svd_transfer_pc(
+    geometry: Union[
+        np.ndarray,
+        torch.Tensor,
+        o3d.cuda.pybind.geometry.TriangleMesh,
+        MeshObject,
+        RigidObject,
+    ],
+    sample_points: int = 1000,
+) -> np.ndarray:
+    """
+    Applies Singular Value Decomposition (SVD) transfer to a point cloud represented by geometry.
+
+    Parameters:
+    geometry (Union[np.ndarray, MeshObject]): The input geometry, which can be a NumPy array of vertices
+                                               or a MeshObject containing vertex data.
+    sample_points (int): The number of sample points to consider (default is 1000).
+
+    Returns:
+    np.ndarray: The transformed vertices in standard position after applying SVD.
+    """
+    if isinstance(geometry, (RigidObject, MeshObject)):
+        verts = torch.as_tensor(geometry.get_vertices())
+    elif isinstance(geometry, (np.ndarray, torch.Tensor)):
+        verts = torch.as_tensor(geometry)
+    elif isinstance(geometry, o3d.cuda.pybind.geometry.TriangleMesh):
+        verts = torch.as_tensor(geometry.vertices)
+    else:
+        logger.log_error(
+            f"Unsupported geometry type: {type(geometry)}. Expected np.ndarray, torch.Tensor, MeshObject, or RigidObject."
+        )
+
+    if verts.ndim < 3:
+        verts = verts[None]
+
+    sample_ids = (
+        np.random.choice(verts.shape[1], sample_points)
+        if isinstance(verts, np.ndarray)
+        else torch.randint(0, verts.shape[1], (sample_points,))
+    )
+    verts = verts[:, sample_ids, :]
+
+    standard_verts = []
+    for object_verts in verts:
+        pc_svd_frame = get_pc_svd_frame(object_verts)
+        inv_svd_frame = inv_transform(pc_svd_frame)
+        standard_object_verts = (
+            object_verts @ inv_svd_frame[:3, :3].T + inv_svd_frame[:3, 3]
+        )
+        standard_verts.append(standard_object_verts)
+
+    return torch.stack(standard_verts)
+
+
+def compute_object_length(
+    env,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfg: SceneEntityCfg,
+    sample_points: int,
+    is_svd_frame: bool = True,
+):
+    rigid_object: RigidObject = env.sim.get_rigid_object(entity_cfg.uid)
+    object_lengths = {}
+    for axis in ["x", "y", "z"]:
+        object_lengths.update(
+            {axis: torch.zeros((env.num_envs,), dtype=torch.float32, device=env.device)}
+        )
+    pcs = rigid_object.get_vertices(env_ids)
+    body_scale = rigid_object.get_body_scale(env_ids)
+    scaled_pcs = pcs * body_scale
+
+    if is_svd_frame:
+        scaled_pcs = apply_svd_transfer_pc(scaled_pcs, sample_points)
+
+    for axis, idx in zip(["x", "y", "z"], [0, 1, 2]):
+        scaled_pos = scaled_pcs[..., idx]  # (num_envs, sample_points)
+        length = scaled_pos.max(dim=1)[0] - scaled_pos.min(dim=1)[0]
+        object_lengths.update({axis: length})
+
+    return object_lengths
diff --git a/embodichain/lab/gym/envs/rl_env_cfg.py b/embodichain/lab/gym/envs/rl_env_cfg.py
new file mode 100644
index 00000000..34448747
--- /dev/null
+++ b/embodichain/lab/gym/envs/rl_env_cfg.py
@@ -0,0 +1,33 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from typing import Any, Dict
+
+from embodichain.lab.gym.envs.embodied_env import EmbodiedEnvCfg
+from embodichain.utils import configclass
+
+
+@configclass
+class RLEnvCfg(EmbodiedEnvCfg):
+    """Extended configuration for RL environments built from gym-style specs."""
+
+    env_id: str = ""
+    extensions: Dict[str, Any] = {}
+
+    @classmethod
+    def from_dict(cls, d):
+        """Create an instance from a dictionary."""
+        return cls(**d)
diff --git a/embodichain/lab/gym/envs/tasks/rl/__init__.py b/embodichain/lab/gym/envs/tasks/rl/__init__.py
new file mode 100644
index 00000000..f8cf3031
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/rl/__init__.py
@@ -0,0 +1,32 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+from copy import deepcopy
+from embodichain.lab.gym.utils import registration as env_registry
+from embodichain.lab.gym.envs.rl_env_cfg import RLEnvCfg
+
+
+def build_env(env_id: str, base_env_cfg: RLEnvCfg):
+    """Create env from registry id, auto-inferring cfg class (EnvName -> EnvNameCfg)."""
+    env = env_registry.make(env_id, cfg=deepcopy(base_env_cfg))
+    return env
+
+
+__all__ = [
+    "build_env",
+]
diff --git a/embodichain/lab/gym/envs/tasks/rl/push_cube.py b/embodichain/lab/gym/envs/tasks/rl/push_cube.py
new file mode 100644
index 00000000..412877e7
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/rl/push_cube.py
@@ -0,0 +1,227 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+from typing import Dict, Any, Optional, Sequence
+from gymnasium import spaces
+
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.sim.cfg import MarkerCfg
+from embodichain.lab.sim.types import EnvObs, EnvAction
+from embodichain.utils import logger
+
+
+@register_env("PushCubeRL", max_episode_steps=50, override=True)
+class PushCubeEnv(EmbodiedEnv):
+    """Push cube task for reinforcement learning.
+
+    The task involves pushing a cube to a target goal position using a robotic arm.
+    The reward consists of reaching reward, placing reward, action penalty, and success bonus.
+    """
+
+    def __init__(self, cfg=None, **kwargs):
+        if cfg is None:
+            cfg = EmbodiedEnvCfg()
+
+        extensions = getattr(cfg, "extensions", {}) or {}
+
+        # cfg.sim_cfg.enable_rt = True
+
+        defaults = {
+            "success_threshold": 0.1,
+            "reaching_reward_weight": 0.1,
+            "place_reward_weight": 2.0,
+            "place_penalty_weight": 0.5,
+            "action_penalty_weight": 0.01,
+            "success_bonus_weight": 10.0,
+        }
+        for name, default in defaults.items():
+            value = extensions.get(name, getattr(cfg, name, default))
+            setattr(cfg, name, value)
+            setattr(self, name, getattr(cfg, name))
+
+        self.last_cube_goal_dist = None
+
+        super().__init__(cfg, **kwargs)
+
+    def _draw_goal_marker(self):
+        """Draw axis marker at goal position for visualization."""
+        goal_sphere = self.sim.get_rigid_object("goal_sphere")
+        if goal_sphere is None:
+            return
+
+        num_envs = self.cfg.num_envs
+
+        # Get actual goal positions from each arena
+        goal_poses = goal_sphere.get_local_pose(to_matrix=True)  # (num_envs, 4, 4)
+
+        # Draw marker for each arena separately
+        for arena_idx in range(num_envs):
+            marker_name = f"goal_marker_{arena_idx}"
+
+            self.sim.remove_marker(marker_name)
+
+            goal_pose = goal_poses[arena_idx].detach().cpu().numpy()
+            marker_cfg = MarkerCfg(
+                name=marker_name,
+                marker_type="axis",
+                axis_xpos=[goal_pose],
+                axis_size=0.003,
+                axis_len=0.02,
+                arena_index=arena_idx,
+            )
+            self.sim.draw_marker(cfg=marker_cfg)
+
+    def _init_sim_state(self, **kwargs):
+        super()._init_sim_state(**kwargs)
+        self.single_action_space = spaces.Box(
+            low=-self.joint_limits,
+            high=self.joint_limits,
+            shape=(6,),
+            dtype=np.float32,
+        )
+        if self.obs_mode == "state":
+            self.single_observation_space = spaces.Box(
+                low=-np.inf, high=np.inf, shape=(15,), dtype=np.float32
+            )
+
+    def _initialize_episode(
+        self, env_ids: Optional[Sequence[int]] = None, **kwargs
+    ) -> None:
+        super()._initialize_episode(env_ids=env_ids, **kwargs)
+        cube = self.sim.get_rigid_object("cube")
+
+        # Calculate previous distance (for incremental reward) based on current (possibly randomized) pose
+        cube_pos = cube.body_data.pose[:, :3]
+        goal_sphere = self.sim.get_rigid_object("goal_sphere")
+        goal_pos = goal_sphere.body_data.pose[
+            :, :3
+        ]  # Get actual goal positions for each environment
+        self.last_cube_goal_dist = torch.norm(cube_pos[:, :2] - goal_pos[:, :2], dim=1)
+
+        # Draw marker at goal position
+        # self._draw_goal_marker()
+
+    def _step_action(self, action: EnvAction) -> EnvAction:
+        scaled_action = action * self.action_scale
+        scaled_action = torch.clamp(
+            scaled_action, -self.joint_limits, self.joint_limits
+        )
+        current_qpos = self.robot.body_data.qpos
+        target_qpos = current_qpos.clone()
+        target_qpos[:, :6] += scaled_action[:, :6]
+        self.robot.set_qpos(qpos=target_qpos)
+        return scaled_action
+
+    def get_obs(self, **kwargs) -> EnvObs:
+        qpos_all = self.robot.body_data.qpos[:, :6]
+        ee_pose_matrix = self.robot.compute_fk(
+            name="arm", qpos=qpos_all, to_matrix=True
+        )
+        ee_pos_all = ee_pose_matrix[:, :3, 3]
+        cube = self.sim.get_rigid_object("cube")
+        cube_pos_all = cube.body_data.pose[:, :3]
+        # Get actual goal positions for each environment
+        goal_sphere = self.sim.get_rigid_object("goal_sphere")
+        goal_pos_all = goal_sphere.body_data.pose[:, :3]
+        if self.obs_mode == "state":
+            return torch.cat([qpos_all, ee_pos_all, cube_pos_all, goal_pos_all], dim=1)
+        return {
+            "robot": {"qpos": qpos_all, "ee_pos": ee_pos_all},
+            "object": {"cube_pos": cube_pos_all, "goal_pos": goal_pos_all},
+        }
+
+    def get_reward(
+        self, obs: EnvObs, action: EnvAction, info: Dict[str, Any]
+    ) -> torch.Tensor:
+        if self.obs_mode == "state":
+            ee_pos = obs[:, 6:9]
+            cube_pos = obs[:, 9:12]
+            goal_pos = obs[:, 12:15]
+        else:
+            ee_pos = obs["robot"]["ee_pos"]
+            cube_pos = obs["object"]["cube_pos"]
+            goal_pos = obs["object"]["goal_pos"]
+        push_direction = goal_pos - cube_pos
+        push_dir_norm = torch.norm(push_direction, dim=1, keepdim=True) + 1e-6
+        push_dir_normalized = push_direction / push_dir_norm
+        push_pose = (
+            cube_pos
+            - 0.015 * push_dir_normalized
+            + torch.tensor([0, 0, 0.015], device=self.device, dtype=torch.float32)
+        )
+        ee_to_push_dist = torch.norm(ee_pos - push_pose, dim=1)
+        reaching_reward_raw = 1.0 - torch.tanh(5.0 * ee_to_push_dist)
+        reaching_reward = self.reaching_reward_weight * reaching_reward_raw
+        cube_to_goal_dist = torch.norm(cube_pos[:, :2] - goal_pos[:, :2], dim=1)
+        distance_delta = 10.0 * (self.last_cube_goal_dist - cube_to_goal_dist)
+        distance_delta_normalized = torch.tanh(distance_delta)
+        place_reward = torch.where(
+            distance_delta_normalized >= 0,
+            self.place_reward_weight * distance_delta_normalized,
+            self.place_penalty_weight * distance_delta_normalized,
+        )
+        self.last_cube_goal_dist = cube_to_goal_dist
+        action_magnitude = torch.norm(action, dim=1)
+        action_penalty = -self.action_penalty_weight * action_magnitude
+        success_bonus_raw = info["success"].float()
+        success_bonus = self.success_bonus_weight * success_bonus_raw
+        reward = reaching_reward + place_reward + action_penalty + success_bonus
+        # Organize reward components in a dedicated "rewards" dict
+        # This allows trainer to easily identify and log reward components
+        if "rewards" not in info:
+            info["rewards"] = {}
+        info["rewards"]["reaching_reward"] = reaching_reward
+        info["rewards"]["place_reward"] = place_reward
+        info["rewards"]["action_penalty"] = action_penalty
+        info["rewards"]["success_bonus"] = success_bonus
+        return reward
+
+    def get_info(self, **kwargs) -> Dict[str, Any]:
+        cube = self.sim.get_rigid_object("cube")
+        cube_pos = cube.body_data.pose[:, :3]
+        # Get actual goal positions for each environment
+        goal_sphere = self.sim.get_rigid_object("goal_sphere")
+        goal_pos = goal_sphere.body_data.pose[:, :3]
+        xy_distance = torch.norm(cube_pos[:, :2] - goal_pos[:, :2], dim=1)
+        is_success = xy_distance < self.success_threshold
+        info = {
+            "success": is_success,
+            "fail": torch.zeros(
+                self.cfg.num_envs, device=self.device, dtype=torch.bool
+            ),
+            "elapsed_steps": self._elapsed_steps,
+        }
+        info["metrics"] = {
+            "distance_to_goal": xy_distance,
+        }
+        return info
+
+    def check_truncated(self, obs: EnvObs, info: Dict[str, Any]) -> torch.Tensor:
+        is_timeout = self._elapsed_steps >= self.episode_length
+        cube = self.sim.get_rigid_object("cube")
+        cube_pos = cube.body_data.pose[:, :3]
+        is_fallen = cube_pos[:, 2] < -0.1
+        return is_timeout | is_fallen
+
+    def evaluate(self, **kwargs) -> Dict[str, Any]:
+        info = self.get_info(**kwargs)
+        return {
+            "success": info["success"][0].item(),
+            "distance_to_goal": info["distance_to_goal"],
+        }
diff --git a/embodichain/lab/gym/envs/tasks/tableware/__init__.py b/embodichain/lab/gym/envs/tasks/tableware/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/embodichain/lab/gym/envs/tasks/tableware/pour_water/__init__.py b/embodichain/lab/gym/envs/tasks/tableware/pour_water/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/embodichain/lab/gym/envs/tasks/tableware/pour_water/action_bank.py b/embodichain/lab/gym/envs/tasks/tableware/pour_water/action_bank.py
new file mode 100644
index 00000000..8938aeb6
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/tableware/pour_water/action_bank.py
@@ -0,0 +1,233 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+from copy import deepcopy
+from typing import Dict, Tuple, Union, List, Any, Optional, Callable
+from embodichain.lab.gym.envs.action_bank.configurable_action import (
+    ActionBank,
+    tag_node,
+    tag_edge,
+)
+
+from embodichain.lab.gym.utils.misc import (
+    resolve_env_params,
+    mul_linear_expand,
+    get_offset_pose_list,
+    get_changed_pose,
+)
+
+from embodichain.lab.sim.planners.motion_generator import MotionGenerator
+from embodichain.utils import logger
+
+
+__all__ = ["PourWaterActionBank"]
+
+
+class PourWaterActionBank(ActionBank):
+    @staticmethod
+    @tag_node
+    @resolve_env_params
+    def generate_left_arm_aim_qpos(
+        env,
+        valid_funcs_name_kwargs_proc: Optional[List] = None,
+    ):
+        # FIXME FIXME FIXME FIXME
+        logger.log_warning(
+            f"CAUTION=============================THIS FUNC generate_left_arm_aim_qpos IS WRONG!!!! PLEASE FIX IT!!!!"
+        )
+        left_aim_horizontal_angle = np.arctan2(
+            *(
+                (
+                    env.affordance_datas["cup_pose"][:2, 3]
+                    - env.affordance_datas["left_arm_base_pose"][:2, 3]
+                )[1::-1]
+            )
+        )
+        left_arm_aim_qpos = deepcopy(env.affordance_datas["left_arm_init_qpos"])
+        left_arm_aim_qpos[0] = left_aim_horizontal_angle
+        env.affordance_datas["left_arm_aim_qpos"] = left_arm_aim_qpos
+        return True
+
+    @staticmethod
+    @tag_node
+    @resolve_env_params
+    # DONE: valid & process qpos & fk
+    def generate_right_arm_aim_qpos(
+        env,
+        valid_funcs_name_kwargs_proc: Optional[List] = None,
+    ):
+        # FIXME FIXME FIXME FIXME
+        logger.log_warning(
+            f"CAUTION=============================THIS FUNC generate_right_arm_aim_qpos IS WRONG!!!! PLEASE FIX IT!!!!"
+        )
+        right_aim_horizontal_angle = np.arctan2(
+            *(
+                (
+                    env.affordance_datas["bottle_pose"][:2, 3]
+                    - env.affordance_datas["right_arm_base_pose"][:2, 3]
+                )[1::-1]
+            )
+        )
+        right_arm_aim_qpos = deepcopy(env.affordance_datas["right_arm_init_qpos"])
+        right_arm_aim_qpos[0] = right_aim_horizontal_angle
+        env.affordance_datas["right_arm_aim_qpos"] = right_arm_aim_qpos
+        return True
+
+    @staticmethod
+    @tag_node
+    @resolve_env_params
+    def compute_unoffset_for_exp(env, pose_input_output_names_changes: Dict = {}):
+        env.affordance_datas["bottle_grasp_unoffset_matrix_object"] = np.eye(
+            4
+        )  # For the overall transform matrix calculation
+        for input_pose_name, change_params in pose_input_output_names_changes.items():
+            output_pose_name = change_params["output_pose_name"]
+            pose_changes = change_params["pose_changes"]
+            env.affordance_datas[output_pose_name] = get_changed_pose(
+                env.affordance_datas[input_pose_name], pose_changes
+            )
+
+        return True
+
+    @staticmethod
+    @tag_edge
+    @tag_node
+    # TODO: Got the dimension from the scope
+    def execute_open(env, return_action: bool = False, **kwargs):
+        if return_action:
+            duration = kwargs.get("duration", 1)
+            expand = kwargs.get("expand", False)
+            if expand:
+                action = mul_linear_expand(np.array([[0.0], [1.0]]), [duration - 1])
+                action = np.concatenate([action, np.array([[1.0]])]).transpose()
+            else:
+                action = np.ones((1, duration))
+            return action
+        else:
+            return True
+
+    @staticmethod
+    @tag_edge
+    @tag_node
+    def execute_close(env, return_action: bool = False, **kwargs):
+
+        if return_action:
+            duration = kwargs.get("duration", 1)
+            expand = kwargs.get("expand", False)
+            if expand:
+                action = mul_linear_expand(np.array([[1.0], [0.0]]), [duration - 1])
+                action = np.concatenate([action, np.array([[0.0]])]).transpose()
+            else:
+                action = np.zeros((1, duration))
+            return action
+        else:
+            return True
+
+    @staticmethod
+    @tag_edge
+    def plan_trajectory(
+        env,
+        agent_uid: str,
+        keypose_names: List[str],
+        duration: int,
+        edge_name: str = "",
+    ):
+        keyposes = [
+            env.affordance_datas[keypose_name] for keypose_name in keypose_names
+        ]
+
+        keyposes = [
+            kp.cpu().numpy() if hasattr(kp, "cpu") and hasattr(kp, "numpy") else kp
+            for kp in keyposes
+        ]
+
+        if all(
+            np.linalg.norm(former - latter).sum() <= 1e-3
+            for former, latter in zip(keyposes, keyposes[1:])
+        ):
+            logger.log_warning(
+                f"Applying plan_trajectory to two very close qpos! Using stand_still."
+            )
+            keyposes = [keyposes[0]] * 2
+            ret_transposed = PourWaterActionBank.stand_still(
+                env,
+                agent_uid,
+                keypose_names,
+                duration,
+            )
+
+            return ret_transposed
+
+        else:
+            mo_gen = MotionGenerator(robot=env.robot, uid=agent_uid)
+            ret, _ = mo_gen.create_discrete_trajectory(
+                qpos_list=keyposes,
+                sample_num=duration,
+                qpos_seed=keyposes[0],
+                is_use_current_qpos=False,
+            )
+
+            return ret.T
+
+    @staticmethod
+    @tag_edge
+    def stand_still(
+        env,
+        agent_uid: str,
+        keypose_names: List[str],
+        duration: int,
+    ):
+        keyposes = [
+            env.affordance_datas[keypose_name] for keypose_name in keypose_names
+        ]
+
+        stand_still_qpos = keyposes[0]
+
+        if (
+            stand_still_qpos.shape
+            != np.asarray(env.robot.get_joint_ids("left_arm")).shape
+        ):
+            logger.log_error(
+                f"The shape of stand_still qpos is different from {agent_uid}'s setting."
+            )
+
+        if any(
+            np.linalg.norm(former - latter).sum() > 1e-6
+            for former, latter in zip(keyposes, keyposes[1:])
+        ):
+            logger.log_warning(
+                f"Applying stand still to two different qpos! Using the first qpos {stand_still_qpos}"
+            )
+            keyposes = [stand_still_qpos] * 2
+
+        ret = np.asarray([stand_still_qpos] * duration)
+
+        return ret.T
+
+    @staticmethod
+    @tag_edge
+    def left_arm_go_back(env, duration: int):
+        left_arm_monitor_qpos, left_arm_init_qpos = (
+            env.affordance_datas["left_arm_monitor_qpos"],
+            env.affordance_datas["left_arm_init_qpos"],
+        )
+        left_home_sample_num = duration
+        qpos_expand_left = np.array([left_arm_monitor_qpos, left_arm_init_qpos])
+        qpos_expand_left = mul_linear_expand(qpos_expand_left, [left_home_sample_num])
+        ret = np.array(qpos_expand_left).T
+        return ret
diff --git a/embodichain/lab/gym/envs/tasks/tableware/pour_water/pour_water.py b/embodichain/lab/gym/envs/tasks/tableware/pour_water/pour_water.py
new file mode 100644
index 00000000..433b76de
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/tableware/pour_water/pour_water.py
@@ -0,0 +1,147 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.utils import logger
+
+from embodichain.lab.gym.envs.tasks.tableware.pour_water.action_bank import (
+    PourWaterActionBank,
+)
+
+__all__ = ["PourWaterEnv"]
+
+
+@register_env("PourWater-v3", max_episode_steps=600)
+class PourWaterEnv(EmbodiedEnv):
+    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+        action_config = kwargs.get("action_config", None)
+        if action_config is not None:
+            self.action_config = action_config
+
+    def create_demo_action_list(self, *args, **kwargs):
+        """
+        Create a demonstration action list for the current task.
+
+        Returns:
+            list: A list of demo actions generated by the task.
+        """
+        logger.log_info("Create demo action list for PourWaterTask.")
+
+        if getattr(self, "action_config") is not None:
+            self._init_action_bank(PourWaterActionBank, self.action_config)
+            action_list = self.create_expert_demo_action_list(*args, **kwargs)
+        else:
+            logger.log_error("No action_config found in env, please check again.")
+
+        if action_list is None:
+            return action_list
+
+        logger.log_info(
+            f"Demo action list created with {len(action_list)} steps.", color="green"
+        )
+        return action_list
+
+    def create_expert_demo_action_list(self, **kwargs):
+        """
+        Create an expert demonstration action list using the action bank.
+
+        This function generates a trajectory based on expert knowledge, mapping joint and end-effector
+        states to the required action format for the environment and robot type.
+
+        Args:
+            **kwargs: Additional keyword arguments.
+
+        Returns:
+            list: A list of actions, each containing joint positions ("qpos").
+        """
+
+        if hasattr(self, "action_bank") is False or self.action_bank is None:
+            logger.log_error(
+                "Action bank is not initialized. Cannot create expert demo action list."
+            )
+
+        ret = self.action_bank.create_action_list(
+            self, self.graph_compose, self.packages
+        )
+
+        if ret is None:
+            logger.log_warning("Failed to generate expert demo action list.")
+            return None
+
+        # TODO: to be removed, need a unified interface in robot class
+        left_arm_joints = self.robot.get_joint_ids(name="left_arm")
+        right_arm_joints = self.robot.get_joint_ids(name="right_arm")
+        left_eef_joints = self.robot.get_joint_ids(name="left_eef")
+        right_eef_joints = self.robot.get_joint_ids(name="right_eef")
+
+        total_traj_num = ret[list(ret.keys())[0]].shape[-1]
+        actions = torch.zeros(
+            (total_traj_num, self.num_envs, self.robot.dof), dtype=torch.float32
+        )
+
+        for key, joints in [
+            ("left_arm", left_arm_joints),
+            ("right_arm", right_arm_joints),
+            ("left_eef", left_eef_joints),
+            ("right_eef", right_eef_joints),
+        ]:
+            if key in ret:
+                # TODO: only 1 env supported now
+                actions[:, 0, joints] = torch.as_tensor(ret[key].T, dtype=torch.float32)
+
+        return actions
+
+    def is_task_success(self, **kwargs) -> torch.Tensor:
+        """Determine if the task is successfully completed. This is mainly used in the data generation process
+        of the imitation learning.
+
+        Args:
+            **kwargs: Additional arguments for task-specific success criteria.
+
+        Returns:
+            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
+        """
+
+        bottle = self.sim.get_rigid_object("bottle")
+        cup = self.sim.get_rigid_object("cup")
+
+        bottle_final_xpos = bottle.get_local_pose(to_matrix=True)
+        cup_final_xpos = cup.get_local_pose(to_matrix=True)
+
+        bottle_ret = self._is_fall(bottle_final_xpos)
+        cup_ret = self._is_fall(cup_final_xpos)
+
+        return ~(bottle_ret | cup_ret)
+
+    def _is_fall(self, pose: torch.Tensor) -> torch.Tensor:
+        # Extract z-axis from rotation matrix (last column, first 3 elements)
+        pose_rz = pose[:, :3, 2]
+        world_z_axis = torch.tensor([0, 0, 1], dtype=pose.dtype, device=pose.device)
+
+        # Compute dot product for each batch element
+        dot_product = torch.sum(pose_rz * world_z_axis, dim=-1)  # Shape: (batch_size,)
+
+        # Clamp to avoid numerical issues with arccos
+        dot_product = torch.clamp(dot_product, -1.0, 1.0)
+
+        # Compute angle and check if fallen
+        angle = torch.arccos(dot_product)
+        return angle >= torch.pi / 4
diff --git a/embodichain/lab/gym/envs/tasks/tableware/scoop_ice.py b/embodichain/lab/gym/envs/tasks/tableware/scoop_ice.py
new file mode 100644
index 00000000..46f6afad
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/tableware/scoop_ice.py
@@ -0,0 +1,214 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import torch
+import numpy as np
+import pickle
+
+from copy import deepcopy
+from typing import Optional, Sequence
+from scipy.spatial.transform import Rotation as R
+
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.data import get_data_path
+from embodichain.utils import logger
+from tqdm import tqdm
+
+
+@register_env("ScoopIce-v1", max_episode_steps=600)
+class ScoopIce(EmbodiedEnv):
+    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+        self.affordance_datas = {}
+
+        # TODO: hardcode code, should be implemented as functor way.
+        self.trajectory = pickle.load(
+            open(
+                get_data_path("ScoopIceNewEnv/pose_record_20250919_184544.pkl"),
+                "rb",
+            )
+        )
+        self.trajectory_sample_rate = 2
+
+    def set_scoop_pose(self, xyzrxryrz):
+        scoop = self.sim.get_rigid_object("scoop")
+        pose = np.eye(4)
+        pose[:3, 3] = xyzrxryrz[:3]
+        pose[:3, :3] = R.from_euler("XYZ", xyzrxryrz[3:], degrees=True).as_matrix()
+        n_env = self.sim.num_envs
+        pose_t = torch.tensor(
+            pose[None, :, :].repeat(n_env, axis=0),
+            dtype=torch.float32,
+            device=self.device,
+        )
+        scoop.set_local_pose(pose_t)
+
+    def set_cup_pose(self, xyzrxryrz):
+        cup = self.sim.get_rigid_object("paper_cup")
+        pose = np.eye(4)
+        pose[:3, 3] = xyzrxryrz[:3]
+        pose[:3, :3] = R.from_euler("XYZ", xyzrxryrz[3:], degrees=True).as_matrix()
+        n_env = self.sim.num_envs
+        pose_t = torch.tensor(
+            pose[None, :, :].repeat(n_env, axis=0),
+            dtype=torch.float32,
+            device=self.device,
+        )
+        cup.set_local_pose(pose_t)
+
+    def add_xpos_offset(self, arm_qpos: np.ndarray, offset: np.ndarray, is_left: bool):
+        """Add offset to arm qposes along end-effector x axis.
+
+        Args:
+            arm_qposes (np.ndarray): [waypoint_num, dof]
+        """
+        waypoint_num = arm_qpos.shape[0]
+        dof = arm_qpos.shape[1]
+        offset_t = torch.tensor(offset, dtype=torch.float32, device=self.device)
+        control_part = "left_arm" if is_left else "right_arm"
+
+        arm_qpos_batch = torch.tensor(
+            arm_qpos[None, :, :], dtype=torch.float32, device=self.device
+        )
+
+        arm_xpos_batch = self.robot.compute_batch_fk(
+            qpos=arm_qpos_batch, name=control_part, to_matrix=True
+        )
+        arm_xpos_batch[:, :, :3, 3] += offset_t
+        ret, arm_qpos_offset_batch = self.robot.compute_batch_ik(
+            pose=arm_xpos_batch,
+            joint_seed=arm_qpos_batch,
+            name=control_part,
+        )
+        return arm_qpos_offset_batch[0].to("cpu").numpy()
+
+    def pack_qpos(self):
+        self.num_envs = self.sim.num_envs
+        left_arm_qpos = self.trajectory["left_arm"]  # [waypoint_num, dof]
+        logger.log_info("Adding x and z offset to left arm trajectory...")
+        left_arm_qpos = self.add_xpos_offset(
+            arm_qpos=left_arm_qpos, offset=np.array([-0.018, 0.0, -0.01]), is_left=True
+        )
+        right_arm_qpos = self.trajectory["right_arm"]  # [waypoint_num, dof]
+        # TODO: add z offset to right arm
+        logger.log_info("Adding z offset to right arm trajectory...")
+        right_arm_qpos = self.add_xpos_offset(
+            arm_qpos=right_arm_qpos, offset=np.array([0.00, 0.0, 0.02]), is_left=False
+        )
+        left_eef_qpos = self.trajectory["left_eef"]  # [waypoint_num, hand_dof]
+        right_eef_qpos = self.trajectory["right_eef"]
+        torso_qpos = self.trajectory["torso"]
+        # TODO: need head qpos.
+
+        left_arm_qpos_expand = left_arm_qpos[None, :, :].repeat(self.num_envs, axis=0)
+        right_arm_qpos_expand = right_arm_qpos[None, :, :].repeat(self.num_envs, axis=0)
+        left_eef_qpos_expand = left_eef_qpos[None, :, :].repeat(self.num_envs, axis=0)
+        right_eef_qpos_expand = right_eef_qpos[None, :, :].repeat(self.num_envs, axis=0)
+        torso_qpos_expand = torso_qpos[None, :, :].repeat(self.num_envs, axis=0)
+        all_qpos = np.concatenate(
+            [
+                left_arm_qpos_expand,
+                right_arm_qpos_expand,
+                left_eef_qpos_expand,
+                right_eef_qpos_expand,
+                torso_qpos_expand,
+            ],
+            axis=2,
+        )
+        return all_qpos
+
+    def _initialize_episode(
+        self, env_ids: Optional[Sequence[int]] = None, **kwargs
+    ) -> None:
+
+        left_arm_ids = self.robot.get_joint_ids(name="left_arm")
+        right_arm_ids = self.robot.get_joint_ids(name="right_arm")
+        left_eef_ids = self.robot.get_joint_ids(name="left_eef")
+        right_eef_ids = self.robot.get_joint_ids(name="right_eef")
+        torso_ids = self.robot.get_joint_ids(name="torso")
+        all_ids = np.hstack(
+            [left_arm_ids, right_arm_ids, left_eef_ids, right_eef_ids, torso_ids]
+        )
+
+        # TODO: read xy random range from config
+        xy_random_range = np.array([[-0.01, -0.01], [0.01, 0.01]])
+        xy_random_offset = np.zeros(shape=(self.num_envs, 2))
+        for arena_id in range(self.num_envs):
+            xy_random_offset[arena_id] = np.random.uniform(
+                low=xy_random_range[0], high=xy_random_range[1], size=(2,)
+            )
+        # TODO: apply warping to container pose
+
+        all_qpos = self.pack_qpos()
+        all_qpos_t = torch.tensor(all_qpos, dtype=torch.float32, device=self.device)
+
+        # to initial qpos
+        left_open_qpos = np.array([0.06, 1.5, 0.2, 0.2, 0.2, 0.2])
+        left_close_qpos = np.array([0.13, 1.5, 0.5, 0.5, 0.5, 0.5])
+        right_open_qpos = np.array([0.3, 1.5, 0.3, 0.3, 0.3, 0.3])
+        right_close_qpos = np.array([0.6, 1.5, 0.7, 0.5, 0.7, 0.6])
+
+        all_qpos_t[:, :, 14:20] = torch.tensor(
+            left_close_qpos, dtype=torch.float32, device=self.device
+        )
+        all_qpos_t[:, :, 20:26] = torch.tensor(
+            right_close_qpos, dtype=torch.float32, device=self.device
+        )
+
+        first_close_qpos = all_qpos_t[:, 0, :].to("cpu").numpy()
+        first_open_qpos = deepcopy(first_close_qpos)
+
+        # to first open pose
+        first_open_qpos[:, 14:20] = left_open_qpos
+        first_open_qpos[:, 20:26] = right_open_qpos
+        self.robot.set_qpos(
+            torch.tensor(first_open_qpos, dtype=torch.float32, device=self.device),
+            joint_ids=all_ids,
+        )
+        self.sim.update(step=200)
+        # save warp trajectory as demo action list
+        waypoint_num = self.trajectory["left_arm"].shape[0]
+        current_qpos = self.robot.get_qpos()
+        self.demo_action_list = []
+        for waypoint_idx in range(waypoint_num):
+            action = current_qpos.clone()
+            action[:, all_ids] = all_qpos_t[:, waypoint_idx, :]
+            # TODO: sample in trajectory
+            self.demo_action_list.append(action)
+
+            # TODO: tricky implementation. Hold the first joint state for a while.
+            if waypoint_idx == 0:
+                for _ in range(20):
+                    self.demo_action_list.append(action)
+
+        self.sim.update(step=100)
+
+        # apply events such as randomization for environments that need a reset
+        if self.cfg.events:
+            if "reset" in self.event_manager.available_modes:
+                self.event_manager.apply(mode="reset", env_ids=env_ids)
+
+    def create_demo_action_list(self, *args, **kwargs):
+        logger.log_info(
+            f"The original demo action list length: {len(self.demo_action_list)}"
+        )
+        logger.log_info(
+            f"Downsample the demo action list by self.trajectory_sample_rate5 times."
+        )
+        return self.demo_action_list[:: self.trajectory_sample_rate]
diff --git a/embodichain/lab/gym/envs/wrapper/__init__.py b/embodichain/lab/gym/envs/wrapper/__init__.py
new file mode 100644
index 00000000..3e39714b
--- /dev/null
+++ b/embodichain/lab/gym/envs/wrapper/__init__.py
@@ -0,0 +1,17 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .no_fail import NoFailWrapper
diff --git a/embodichain/lab/gym/envs/wrapper/no_fail.py b/embodichain/lab/gym/envs/wrapper/no_fail.py
new file mode 100644
index 00000000..e5806d11
--- /dev/null
+++ b/embodichain/lab/gym/envs/wrapper/no_fail.py
@@ -0,0 +1,31 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import gymnasium as gym
+
+
+class NoFailWrapper(gym.Wrapper):
+    """A wrapper that alter the env's is_task_success method to make sure all the is_task_success determination return True.
+
+    Args:
+        env (gym.Env): the environment to wrap.
+    """
+
+    def __init__(self, env: gym.Env):
+        super().__init__(env)
+
+    def is_task_success(self, *args, **kwargs):
+        return True
diff --git a/embodichain/lab/gym/utils/__init__.py b/embodichain/lab/gym/utils/__init__.py
new file mode 100644
index 00000000..e4655620
--- /dev/null
+++ b/embodichain/lab/gym/utils/__init__.py
@@ -0,0 +1,15 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
diff --git a/embodichain/lab/gym/utils/gym_utils.py b/embodichain/lab/gym/utils/gym_utils.py
new file mode 100644
index 00000000..42692190
--- /dev/null
+++ b/embodichain/lab/gym/utils/gym_utils.py
@@ -0,0 +1,617 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+import torch
+import dexsim
+
+from typing import Dict, Any, List, Tuple, Union, Sequence, Optional
+from gymnasium import spaces
+from copy import deepcopy
+
+from embodichain.lab.sim.types import Device, Array
+from embodichain.lab.sim.objects import Robot
+from embodichain.utils.module_utils import find_function_from_modules
+from embodichain.utils.utility import get_class_instance
+from dexsim.utility import log_debug, log_error
+
+
+def get_dtype_bounds(dtype: np.dtype):
+    """Gets the min and max values of a given numpy type"""
+    if np.issubdtype(dtype, np.floating):
+        info = np.finfo(dtype)
+        return info.min, info.max
+    elif np.issubdtype(dtype, np.integer):
+        info = np.iinfo(dtype)
+        return info.min, info.max
+    elif np.issubdtype(dtype, np.bool_):
+        return 0, 1
+    else:
+        raise TypeError(dtype)
+
+
+def convert_observation_to_space(
+    observation: Any, prefix: str = "", unbatched: bool = False
+) -> spaces.Space:
+    """Convert observation to OpenAI gym observation space (recursively).
+    Modified from `gym.envs.mujoco_env`
+    """
+    if isinstance(observation, (dict)):
+        # CATUION: Explicitly create a list of key-value tuples
+        # Otherwise, spaces.Dict will sort keys if a dict is provided
+        space = spaces.Dict(
+            [
+                (
+                    k,
+                    convert_observation_to_space(
+                        v, prefix + "/" + k, unbatched=unbatched
+                    ),
+                )
+                for k, v in observation.items()
+            ]
+        )
+    elif isinstance(observation, (list, tuple)):
+        array = np.array(observation)
+        dtype = array.dtype
+        space = spaces.Box(-np.inf, np.inf, shape=array.shape, dtype=dtype)
+    elif isinstance(observation, np.ndarray):
+        if unbatched:
+            shape = observation.shape[1:]
+        else:
+            shape = observation.shape
+        dtype = observation.dtype
+        low, high = get_dtype_bounds(dtype)
+        if np.issubdtype(dtype, np.floating):
+            low, high = -np.inf, np.inf
+        space = spaces.Box(low, high, shape=shape, dtype=dtype)
+    elif isinstance(observation, (float, np.float32, np.float64)):
+        log_debug(f"The observation ({prefix}) is a (float) scalar")
+        space = spaces.Box(-np.inf, np.inf, shape=[1], dtype=np.float32)
+    elif isinstance(observation, (int, np.int32, np.int64)):
+        log_debug(f"The observation ({prefix}) is a (integer) scalar")
+        space = spaces.Box(-np.inf, np.inf, shape=[1], dtype=int)
+    elif isinstance(observation, (bool, np.bool_)):
+        log_debug(f"The observation ({prefix}) is a (bool) scalar")
+        space = spaces.Box(0, 1, shape=[1], dtype=np.bool_)
+    else:
+        raise NotImplementedError(type(observation), observation)
+
+    return space
+
+
+def _batch(array: Union[np.ndarray, Sequence]):
+    if isinstance(array, (dict)):
+        return {k: _batch(v) for k, v in array.items()}
+    if isinstance(array, str):
+        return array
+    if isinstance(array, np.ndarray):
+        if array.shape == ():
+            return array.reshape(1, 1)
+        return array[None, :]
+    if isinstance(array, list):
+        if len(array) == 1:
+            return [array]
+    if (
+        isinstance(array, float)
+        or isinstance(array, int)
+        or isinstance(array, bool)
+        or isinstance(array, np.bool_)
+    ):
+        return np.array([[array]])
+    return array
+
+
+def batch(*args: Tuple[Union[np.ndarray, Dict]]):
+    """Adds one dimension in front of everything. If given a dictionary, every leaf in the dictionary
+    has a new dimension. If given a tuple, returns the same tuple with each element batched
+    """
+    x = [_batch(x) for x in args]
+    if len(args) == 1:
+        return x[0]
+    return tuple(x)
+
+
+def to_tensor(array: Array, device: Optional[Device] = None):
+    """
+    Maps any given sequence to a torch tensor on the CPU/GPU. If physx gpu is not enabled then we use CPU, otherwise GPU, unless specified
+    by the device argument
+
+    Args:
+        array: The data to map to a tensor
+        device: The device to put the tensor on. By default this is None and to_tensor will put the device on the GPU if physx is enabled
+            and CPU otherwise
+
+    """
+    if isinstance(array, (dict)):
+        return {k: to_tensor(v) for k, v in array.items()}
+    if torch.cuda.is_available():
+        if isinstance(array, np.ndarray):
+            if array.dtype == np.uint16:
+                array = array.astype(np.int32)
+            ret = torch.from_numpy(array)
+            if ret.dtype == torch.float64:
+                ret = ret.float()
+        elif isinstance(array, torch.Tensor):
+            ret = array
+        else:
+            ret = torch.tensor(array)
+        if device is None:
+            if ret.device.type == "cpu":
+                return ret.cuda()
+            # keep same device if already on GPU
+            return ret
+        else:
+            return ret.to(device)
+    else:
+        if isinstance(array, np.ndarray):
+            if array.dtype == np.uint16:
+                array = array.astype(np.int32)
+            if array.dtype == np.uint32:
+                array = array.astype(np.int64)
+            ret = torch.from_numpy(array)
+            if ret.dtype == torch.float64:
+                ret = ret.float()
+        elif isinstance(array, list) and isinstance(array[0], np.ndarray):
+            ret = torch.from_numpy(np.array(array))
+            if ret.dtype == torch.float64:
+                ret = ret.float()
+        elif np.iterable(array):
+            ret = torch.Tensor(array)
+        else:
+            ret = torch.Tensor(array)
+        if device is None:
+            return ret
+        else:
+            return ret.to(device)
+
+
+def to_cpu_tensor(array: Array):
+    """
+    Maps any given sequence to a torch tensor on the CPU.
+    """
+    if isinstance(array, (dict)):
+        return {k: to_tensor(v) for k, v in array.items()}
+    if isinstance(array, np.ndarray):
+        ret = torch.from_numpy(array)
+        if ret.dtype == torch.float64:
+            ret = ret.float()
+        return ret
+    elif isinstance(array, torch.Tensor):
+        return array.cpu()
+    else:
+        return torch.tensor(array).cpu()
+
+
+def flatten_state_dict(
+    state_dict: dict, use_torch=False, device: Device = None
+) -> Array:
+    """Flatten a dictionary containing states recursively. Expects all data to be either torch or numpy
+
+    Args:
+        state_dict: a dictionary containing scalars or 1-dim vectors.
+        use_torch (bool): Whether to convert the data to torch tensors.
+
+    Raises:
+        AssertionError: If a value of @state_dict is an ndarray with ndim > 2.
+
+    Returns:
+        np.ndarray | torch.Tensor: flattened states.
+
+    Notes:
+        The input is recommended to be ordered (e.g. dict).
+        However, since python 3.7, dictionary order is guaranteed to be insertion order.
+    """
+    states = []
+
+    for key, value in state_dict.items():
+        if isinstance(value, dict):
+            state = flatten_state_dict(value, use_torch=use_torch)
+            if state.size == 0:
+                state = None
+            if use_torch:
+                state = to_tensor(state)
+        elif isinstance(value, (tuple, list)):
+            state = None if len(value) == 0 else value
+            if use_torch:
+                state = to_tensor(state)
+        elif isinstance(value, (bool, np.bool_, int, np.int32, np.int64)):
+            # x = np.array(1) > 0 is np.bool_ instead of ndarray
+            state = int(value)
+            if use_torch:
+                state = to_tensor(state)
+        elif isinstance(value, (float, np.float32, np.float64)):
+            state = np.float32(value)
+            if use_torch:
+                state = to_tensor(state)
+        elif isinstance(value, np.ndarray):
+            if value.ndim > 2:
+                raise AssertionError(
+                    "The dimension of {} should not be more than 2.".format(key)
+                )
+            state = value if value.size > 0 else None
+            if use_torch:
+                state = to_tensor(state)
+
+        elif isinstance(value, torch.Tensor):
+            state = value
+            if len(state.shape) == 1:
+                state = state[:, None]
+        else:
+            raise TypeError("Unsupported type: {}".format(type(value)))
+        if state is not None:
+            states.append(state)
+
+    if use_torch:
+        if len(states) == 0:
+            return torch.empty(0, device=device)
+        else:
+            return torch.hstack(states)
+    else:
+        if len(states) == 0:
+            return np.empty(0)
+        else:
+            return np.hstack(states)
+
+
+def clip_and_scale_action(
+    action: Union[np.ndarray, torch.Tensor], low: float, high: float
+):
+    """Clip action to [-1, 1] and scale according to a range [low, high]."""
+    if isinstance(action, np.ndarray):
+        action = np.clip(action, -1, 1)
+    elif isinstance(action, torch.Tensor):
+        action = torch.clip(action, -1, 1)
+    else:
+        log_error("Unsupported type: {}".format(type(action)))
+    return 0.5 * (high + low) + 0.5 * (high - low) * action
+
+
+def dict_array_to_torch_inplace(
+    data: Dict[str, Any], device: Union[str, torch.device] = "cpu"
+) -> None:
+    """
+    Convert arrays in a dictionary to torch tensors in-place.
+
+    Args:
+        data (Dict[str, Any]): Dictionary to modify in-place
+        device (Union[str, torch.device]): Device to place the tensors on
+    """
+    for key, value in data.items():
+        if isinstance(value, np.ndarray):
+            item: torch.Tensor = torch.from_numpy(value).to(device)
+            if len(item.shape) == 1:
+                item.unsqueeze_(0)
+            data[key] = item
+        elif isinstance(value, dict):
+            dict_array_to_torch_inplace(value, device)
+
+
+def cat_tensor_with_ids(
+    tensors: List[torch.Tensor], ids: List[List[int]], dim: int
+) -> torch.Tensor:
+    """
+    Concatenate tensors along a new dimension specified by `dim`, using the provided `ids` to index into the tensors.
+
+    Args:
+        tensors (List[torch.Tensor]): List of tensors to concatenate.
+        ids (List[List[int]]): List of lists, where each inner list contains the indices to select from the corresponding tensor.
+        dim (int): The dimension along which to concatenate the tensors.
+
+    Returns:
+        torch.Tensor: The concatenated tensor.
+    """
+    out = torch.zeros(
+        (tensors[0].shape[0], dim), dtype=tensors[0].dtype, device=tensors[0].device
+    )
+
+    for i, tensor in enumerate(tensors):
+        out[:, ids[i]] = tensor
+
+    return out
+
+
+def config_to_rl_cfg(config: dict) -> "RLEnvCfg":
+    """Parse gym-style configuration dict into an RL-ready config object."""
+
+    from embodichain.lab.gym.envs.rl_env_cfg import RLEnvCfg
+
+    # Use config_to_cfg to parse shared fields
+    env_cfg = config_to_cfg(config)
+    # Convert to RLEnvCfg if needed
+    if not isinstance(env_cfg, RLEnvCfg):
+        env_cfg = RLEnvCfg.from_dict(env_cfg.__dict__)
+    # RL-specific fields
+    env_cfg.env_id = config.get("id")
+    env_cfg.num_envs = config["env"].get("num_envs", env_cfg.num_envs)
+    env_cfg.extensions = deepcopy(config.get("env", {}).get("extensions", {}))
+    # Add any RL-specific parsing here
+    return env_cfg
+
+
+def config_to_cfg(config: dict) -> "EmbodiedEnvCfg":
+    """Parser configuration file into cfgs for env initialization.
+
+    Args:
+        config (dict): The configuration dictionary containing robot, sensor, light, background, and interactive objects.
+
+    Returns:
+        EmbodiedEnvCfg: A configuration object for initializing the environment.
+    """
+
+    from embodichain.lab.sim.cfg import (
+        RobotCfg,
+        RigidObjectCfg,
+        RigidObjectGroupCfg,
+        ArticulationCfg,
+        LightCfg,
+    )
+    from embodichain.lab.gym.envs import EmbodiedEnvCfg
+    from embodichain.lab.sim.sensors import SensorCfg
+    from embodichain.lab.gym.envs.managers import (
+        SceneEntityCfg,
+        EventCfg,
+        ObservationCfg,
+    )
+    from embodichain.utils import configclass
+    from embodichain.data import get_data_path
+
+    @configclass
+    class ComponentCfg:
+        """Configuration for env events.
+
+        This class is used to define various events that can occur in the environment,
+        """
+
+        pass
+
+    env_cfg = EmbodiedEnvCfg()
+
+    # check all necessary keys
+    required_keys = ["id", "max_episodes", "env", "robot"]
+    for key in required_keys:
+        if key not in config:
+            log_error(f"Missing required config key: {key}")
+
+    # parser robot config
+    # TODO: support multiple robots cfg initialization from config, eg, cobotmagic, dexforce_w1, etc.
+    if "robot_type" in config["robot"]:
+        robot_cfg = get_class_instance(
+            "embodichain.lab.sim.robots",
+            config["robot"]["robot_type"] + "Cfg",
+        )
+        config["robot"].pop("robot_type")
+        robot_cfg = robot_cfg.from_dict(config["robot"])
+    else:
+        robot_cfg = RobotCfg.from_dict(config["robot"])
+
+    env_cfg.robot = robot_cfg
+
+    # parser sensor config
+    env_cfg.sensor = [SensorCfg.from_dict(s) for s in config.get("sensor", [])]
+
+    # parser light config
+    if "light" in config:
+        env_cfg.light = EmbodiedEnvCfg.EnvLightCfg()
+        env_cfg.light.direct = [
+            LightCfg.from_dict(l) for l in config["light"].get("direct", [])
+        ]
+
+    # parser background objects config
+    if "background" in config:
+        for obj_dict in config["background"]:
+            shape_type = obj_dict["shape"]["shape_type"]
+            if shape_type == "Mesh":
+                obj_dict["shape"]["fpath"] = get_data_path(obj_dict["shape"]["fpath"])
+            # Set to static object if not specified.
+            obj_dict["body_type"] = (
+                "static" if "body_type" not in obj_dict else obj_dict["body_type"]
+            )
+            cfg = RigidObjectCfg.from_dict(obj_dict)
+            env_cfg.background.append(cfg)
+
+    # parser scene objects config
+    if "rigid_object" in config:
+        for obj_dict in config["rigid_object"]:
+            shape_type = obj_dict["shape"]["shape_type"]
+            if shape_type == "Mesh":
+                obj_dict["shape"]["fpath"] = get_data_path(obj_dict["shape"]["fpath"])
+            cfg = RigidObjectCfg.from_dict(obj_dict)
+            env_cfg.rigid_object.append(cfg)
+
+    if "rigid_object_group" in config:
+        for obj_dict in config["rigid_object_group"]:
+            if "folder_path" in obj_dict:
+                obj_dict["folder_path"] = get_data_path(obj_dict["folder_path"])
+            for rigid_obj in obj_dict["rigid_objects"].values():
+                shape_type = rigid_obj["shape"]["shape_type"]
+                if shape_type == "Mesh" and "fpath" in rigid_obj["shape"]:
+                    rigid_obj["shape"]["fpath"] = get_data_path(
+                        rigid_obj["shape"]["fpath"]
+                    )
+            cfg = RigidObjectGroupCfg.from_dict(obj_dict)
+            env_cfg.rigid_object_group.append(cfg)
+
+    if "articulation" in config:
+        for obj_dict in config["articulation"]:
+            obj_dict["fpath"] = get_data_path(obj_dict["fpath"])
+            cfg = ArticulationCfg.from_dict(obj_dict)
+            env_cfg.articulation.append(cfg)
+
+    env_cfg.sim_steps_per_control = config["env"].get("sim_steps_per_control", 4)
+
+    # load dataset config
+    env_cfg.dataset = config["env"].get("dataset", None)
+
+    # TODO: support more env events, eg, grasp pose generation, mesh preprocessing, etc.
+
+    env_cfg.events = ComponentCfg()
+    if "events" in config["env"]:
+        # Define modules to search for event functions
+        event_modules = [
+            "embodichain.lab.gym.envs.managers.randomization",
+            "embodichain.lab.gym.envs.managers.record",
+            "embodichain.lab.gym.envs.managers.events",
+        ]
+
+        # parser env events config
+        for event_name, event_params in config["env"]["events"].items():
+            event_params_modified = deepcopy(event_params)
+            if "entity_cfg" in event_params["params"]:
+                entity_cfg = SceneEntityCfg(
+                    **event_params_modified["params"]["entity_cfg"]
+                )
+                event_params_modified["params"]["entity_cfg"] = entity_cfg
+
+            # Find the function from multiple modules using the utility function
+            event_func = find_function_from_modules(
+                event_params["func"], event_modules, raise_if_not_found=True
+            )
+            interval_step = event_params_modified.get("interval_step", 10)
+
+            event = EventCfg(
+                func=event_func,
+                mode=event_params_modified["mode"],
+                params=event_params_modified["params"],
+                interval_step=interval_step,
+            )
+            setattr(env_cfg.events, event_name, event)
+
+    env_cfg.observations = ComponentCfg()
+    if "observations" in config["env"]:
+        # Define modules to search for observation functions
+        observation_modules = [
+            "embodichain.lab.gym.envs.managers.observations",
+        ]
+
+        for obs_name, obs_params in config["env"]["observations"].items():
+            obs_params_modified = deepcopy(obs_params)
+
+            if "entity_cfg" in obs_params["params"]:
+                entity_cfg = SceneEntityCfg(
+                    **obs_params_modified["params"]["entity_cfg"]
+                )
+                obs_params_modified["params"]["entity_cfg"] = entity_cfg
+
+            # Find the function from multiple modules using the utility function
+            obs_func = find_function_from_modules(
+                obs_params["func"],
+                observation_modules,
+                raise_if_not_found=True,
+            )
+
+            observation = ObservationCfg(
+                func=obs_func,
+                mode=obs_params_modified["mode"],
+                name=obs_params_modified["name"],
+                params=obs_params_modified["params"],
+            )
+
+            setattr(env_cfg.observations, obs_name, observation)
+
+    return env_cfg
+
+
+def map_qpos_to_eef_pose(
+    robot: Robot, qpos: torch.Tensor, control_parts: List[str]
+) -> Dict[str, torch.Tensor]:
+    """Map qpos to end-effector pose.
+
+    Note:
+        The computed eef pose will be in the base frame of the control part.
+
+    Args:
+        robot (Robot): The robot instance.
+        qpos (torch.Tensor): The qpos tensor of shape (N, num_joints).
+        control_parts (List[str]): List of control part names.
+        to_dict (bool): Whether to return the result as a dictionary.
+
+    Returns:
+        Dict[str, torch.Tensor]: A dictionary containing the end-effector poses for each control part.
+    """
+    from embodichain.data.enum import EefType
+
+    eef_pose_dict = {}
+    for i, name in enumerate(control_parts):
+        eef_pose = torch.zeros(
+            (qpos.shape[0], 9), dtype=torch.float32, device=qpos.device
+        )
+
+        # TODO: need to be configurable.
+        control_ids = robot.get_joint_ids(name)
+        current_qpos = qpos[:, control_ids]
+        part_eef_pose = (
+            robot.pk_serial_chain[name]
+            .forward_kinematics(current_qpos, end_only=True)
+            .get_matrix()
+        )
+
+        eef_pose[:, :3] = part_eef_pose[:, :3, 3]
+        eef_pose[:, 3:6] = part_eef_pose[:, :3, 0]
+        eef_pose[:, 6:9] = part_eef_pose[:, :3, 1]
+
+        eef_pose_dict[name + EefType.POSE.value] = eef_pose
+
+    return eef_pose_dict
+
+
+def fetch_data_from_dict(
+    data_dict: Dict[str, Union[Any, Dict[str, Any]]], name: str
+) -> Any:
+    """Fetch data from a nested dictionary using a '/' separated key.
+
+    Args:
+        data_dict (Dict[str, Union[Any, Dict[str, Any]]]): The nested dictionary to fetch data from.
+        name (str): The '/' separated key string.
+
+    Returns:
+        Any: The fetched data.
+
+    Raises:
+        KeyError: If the specified key does not exist in the dictionary.
+    """
+    keys = name.split("/")
+    current_data = data_dict
+
+    for key in keys:
+        if key in current_data:
+            current_data = current_data[key]
+        else:
+            raise KeyError(f"Key '{key}' not found in the dictionary.")
+
+    return current_data
+
+
+def assign_data_to_dict(
+    data_dict: Dict[str, Union[Any, Dict[str, Any]]], name: str, value: Any
+) -> None:
+    """Assign data to a nested dictionary using a '/' separated key.
+    Missing intermediate dictionaries will be created automatically.
+
+    Args:
+        data_dict (Dict[str, Union[Any, Dict[str, Any]]]): The nested dictionary to assign data to.
+        name (str): The '/' separated key string.
+        value (Any): The value to assign.
+    """
+    keys = name.split("/")
+    current_data = data_dict
+
+    for key in keys[:-1]:
+        if key not in current_data or not isinstance(current_data[key], dict):
+            current_data[key] = {}  # create intermediate dict if missing
+        current_data = current_data[key]
+
+    last_key = keys[-1]
+    current_data[last_key] = value
diff --git a/embodichain/lab/gym/utils/misc.py b/embodichain/lab/gym/utils/misc.py
new file mode 100644
index 00000000..92098663
--- /dev/null
+++ b/embodichain/lab/gym/utils/misc.py
@@ -0,0 +1,1564 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import re
+import os
+import ast
+import cv2
+import h5py
+import torch
+import inspect
+import open3d as o3d
+
+from copy import deepcopy
+from functools import partial, wraps, lru_cache
+from collections import OrderedDict
+from importlib import import_module
+from scipy.spatial.transform import Rotation as R
+from typing import Any, Dict, List, Tuple, Union, Sequence, Callable, Optional, Mapping
+
+import numpy as np
+
+from embodichain.lab.sim.objects import Robot
+from embodichain.utils.utility import inv_transform
+from embodichain.utils.logger import log_info, log_warning, log_error
+
+
+def no_validation(*args, **kwargs):
+    return True
+
+
+def add_xy_random_offset(
+    pose: np.ndarray, max_offset: Union[float, List[float]]
+) -> np.ndarray:
+    """
+    Add a random offset to the x and y translation of a pose.
+
+    Args:
+        pose (np.ndarray): 4x4 pose matrix.
+        max_offset (float or List[float]): If float, uniform in [-max_offset, max_offset] for both axes.
+                                           If list, [x_min, x_max, y_min, y_max].
+
+    Returns:
+        np.ndarray: Pose with random xy offset.
+    """
+    shift_pose = deepcopy(pose)
+    if isinstance(max_offset, float):
+        xy_shift = np.random.uniform(-max_offset, max_offset, size=2)
+    else:
+        x_shift = np.random.uniform(max_offset[0], max_offset[1])
+        y_shift = np.random.uniform(max_offset[2], max_offset[3])
+        xy_shift = np.array([x_shift, y_shift])
+    shift_pose[:2, 3] += xy_shift
+    return shift_pose
+
+
+def mul_linear_expand(
+    arr: np.ndarray, expand_times: Union[int, List[int]], is_interp: bool = True
+) -> np.ndarray:
+    """
+    Linearly interpolate or repeat between points in an array.
+
+    Args:
+        arr (np.ndarray): Input array of shape (N, D).
+        expand_times (int or List[int]): Number of samples between each pair.
+        is_interp (bool): If True, interpolate; else, repeat.
+
+    Returns:
+        np.ndarray: Expanded/interpolated array.
+    """
+    arr = np.asarray(arr)
+    arr_len, dim = arr.shape
+    if isinstance(expand_times, int):
+        interp_path = np.zeros(shape=(arr_len * expand_times, dim), dtype=float)
+    else:
+        assert len(expand_times) == arr_len - 1, "Invalid expand_times size."
+        interp_path = np.zeros(shape=(sum(expand_times), dim), dtype=float)
+
+    idx = 0
+    for i in range(arr_len - 1):
+        sample_times = (
+            expand_times if isinstance(expand_times, int) else expand_times[i]
+        )
+        for k in range(sample_times):
+            if is_interp:
+                alpha = k / sample_times
+                v = (1 - alpha) * arr[i] + alpha * arr[i + 1]
+            else:
+                v = arr[i]
+            interp_path[idx] = v
+            idx += 1
+    interp_path = interp_path[:idx]
+    return interp_path
+
+
+def axis_idx(k: str) -> int:
+    return {"x": 0, "y": 1, "z": 2}.get(k, None)
+
+
+def axis_str_to_list(s: str):
+    if any(c not in "xyz" for c in s):
+        return None
+    return ["xyz".index(c) for c in s]
+
+
+def is_pose_axis_align(
+    pose: List,
+    vector: List,
+    axis_str: str,
+    mode: str,
+    cos_threshold: float = None,
+    degree_threshold: float = None,
+):
+    """Check if the given `axis` of a `pose` is aligned with given vector, under given mode and cos_threshold.
+        i.e. the cosine value of the angle between the pose's `axis` and `vector` is respecting (leq or geq) the `cos_threhold` or not.
+
+    Args:
+        pose (List): The pose to be checked.
+        vector (List): The vector to be aligning to.
+        axis_str (str): The string of the axis.
+        mode (str): leq or geq.
+        cos_threshold (float): The threshold of the cosine value between the pose's axis and vector.
+        degree_threshold (float): The threshold of the degree value between the pose's axis and vector, only functions when cos_threshold is not given.
+    """
+    pose = np.asarray(pose)
+    vector = np.asarray(vector)
+
+    if cos_threshold is None:
+        if degree_threshold is None:
+            log_error(
+                'cos_threshold & angle_threshold are both None, illegal for "is_pose_axis_align".'
+            )
+        else:
+            cos_threshold = np.cos(np.deg2rad(degree_threshold))
+
+    axis_id = axis_idx(axis_str)
+    axis = pose[:3, axis_id]
+    cos_value = np.dot(axis, vector) / np.linalg.norm(vector)
+
+    if "abs" in mode:
+        cos_value = abs(cos_value)
+
+    if "leq" in mode:
+        return cos_value <= cos_threshold
+    elif "geq" in mode:
+        return cos_value >= cos_threshold
+
+
+def is_pose_flip(
+    pose: list, ref_pose: list, axis_str: str = "y", return_inverse: bool = False
+):
+    pose = np.asarray(pose)
+    ref_pose = np.asarray(ref_pose)
+    axis_idx = axis_idx(axis_str)
+    if axis_idx is None:
+        log_error(f'Axis {axis_str} is not among ["x", "y", "z"]')
+    relative_angle = np.abs(np.arccos(pose[:3, axis_idx].dot(ref_pose[:3, axis_idx])))
+    valid_ret = relative_angle > np.pi / 2
+
+    if return_inverse:
+        valid_ret = not valid_ret
+
+    return valid_ret
+
+
+def is_qpos_exceed(qpos: np.ndarray, agent, uid: str):
+    return not (
+        any(qpos < agent.get_joint_limits(uid)[:, 0])
+        or any(qpos > agent.get_joint_limits(uid)[:, 1])
+    )
+
+
+def is_qpos_exceed_new(
+    qpos: Union[np.ndarray, torch.Tensor], robot: Robot, control_part: str
+) -> bool:
+    """
+    Check if the given qpos exceeds the joint limits of the specified control part.
+    Supports both numpy and torch tensor inputs.
+
+    Args:
+        qpos (Union[np.ndarray, torch.Tensor]): The joint positions to check.
+        robot (Robot): The robot object containing joint limits.
+        control_part (str): The name of the control part to check.
+
+    Returns:
+        bool: True if qpos exceeds joint limits, False otherwise.
+    """
+    joint_limits = robot.body_data.qpos_limits[0][
+        robot.get_joint_ids(name=control_part)
+    ]
+    # Convert joint_limits to tensor if qpos is tensor, else to numpy
+    if isinstance(qpos, torch.Tensor):
+        joint_limits = torch.as_tensor(
+            joint_limits, dtype=qpos.dtype, device=qpos.device
+        )
+        exceed = torch.any(qpos < joint_limits[:, 0]) or torch.any(
+            qpos > joint_limits[:, 1]
+        )
+        return not exceed
+    else:
+        qpos = np.asarray(qpos)
+        # 保证 joint_limits 是 numpy 类型
+        if isinstance(joint_limits, torch.Tensor):
+            joint_limits = joint_limits.cpu().numpy()
+        exceed = np.any(qpos < joint_limits[:, 0]) or np.any(qpos > joint_limits[:, 1])
+        return not exceed
+
+
+def is_qpos_flip(
+    qpos: Union[np.ndarray, torch.Tensor],
+    qpos_ref: Union[np.ndarray, torch.Tensor],
+    qpos_ids: Union[List, np.ndarray],
+    threshold: float = 1.1 * np.pi,
+    mode: str = "delta",
+    return_inverse: bool = False,
+):
+    """
+    Check whether the joint positions (qpos) are flipped compared to a reference (qpos_ref).
+    Supports both numpy and torch tensor inputs.
+
+    Args:
+        qpos (Union[np.ndarray, torch.Tensor]): The joint positions to check.
+        qpos_ref (Union[np.ndarray, torch.Tensor]): The reference joint positions.
+        qpos_ids (Union[List, np.ndarray]): Indices of joints to compare.
+        threshold (float, optional): Threshold for delta mode. Defaults to 1.1 * np.pi.
+        mode (str, optional): "delta" for norm difference, "sign" for sign difference. Defaults to "delta".
+        return_inverse (bool, optional): If True, returns the inverse result. Defaults to False.
+
+    Returns:
+        bool: True if flipped, False otherwise.
+    """
+    # Ensure qpos_ids is numpy array for indexing
+    if isinstance(qpos_ids, torch.Tensor):
+        qpos_ids = qpos_ids.cpu().numpy()
+    # If either input is torch.Tensor, convert both to tensor for comparison
+    if isinstance(qpos, torch.Tensor) or isinstance(qpos_ref, torch.Tensor):
+        if not isinstance(qpos, torch.Tensor):
+            qpos = torch.from_numpy(qpos)
+        if not isinstance(qpos_ref, torch.Tensor):
+            qpos_ref = torch.from_numpy(qpos_ref)
+        qpos_ids_tensor = torch.as_tensor(qpos_ids, dtype=torch.long)
+        if mode == "delta":
+            # Compute norm difference for selected joints
+            qpos_diff = torch.norm(qpos[qpos_ids_tensor] - qpos_ref[qpos_ids_tensor])
+            valid_ret = qpos_diff > threshold
+        elif mode == "sign":
+            # Check sign difference for selected joints
+            valid_ret = (qpos[qpos_ids_tensor] * qpos_ref[qpos_ids_tensor]) < 0
+        else:
+            log_error(f"The qpos flip mode {mode} has not been implemented yet.")
+        # Convert torch scalar to Python bool
+        if isinstance(valid_ret, torch.Tensor):
+            valid_ret = valid_ret.item() if valid_ret.numel() == 1 else bool(valid_ret)
+    else:
+        qpos_ids = np.asarray(qpos_ids)
+        if mode == "delta":
+            qpos_diff = np.linalg.norm(qpos[qpos_ids] - qpos_ref[qpos_ids])
+            valid_ret = qpos_diff > threshold
+        elif mode == "sign":
+            valid_ret = (qpos[qpos_ids] * qpos_ref[qpos_ids]) < 0
+        else:
+            log_error(f"The qpos flip mode {mode} has not been implemented yet.")
+
+    if return_inverse:
+        valid_ret = not valid_ret
+
+    return valid_ret
+
+
+def get_replaced_pose(
+    pose_to_change: np.ndarray,
+    pose_replace_value: Union[float, List],
+    axis_str_replace: str,
+) -> np.ndarray:
+    """
+    Replace specific axes of a pose with new values.
+
+    Args:
+        pose_to_change (np.ndarray): The pose to be modified (4x4 matrix).
+        pose_replace_value (Union[float, List]): The values to replace the specified axes.
+        axis_str_replace (str): A string specifying the axes to replace (e.g., "xy").
+
+    Returns:
+        np.ndarray: The modified pose.
+
+    Raises:
+        ValueError: If the lengths of `pose_replace_value` and `axis_str_replace` do not match.
+    """
+    axis_list_replace = axis_str_to_list(axis_str_replace)
+    if axis_list_replace is None:
+        raise ValueError(f"Invalid axis string: {axis_str_replace}")
+
+    if isinstance(pose_replace_value, (Sequence, np.ndarray)):
+        pose_replace_value_length = len(pose_replace_value)
+    else:
+        pose_replace_value_length = 1
+        pose_replace_value = [pose_replace_value]
+
+    if pose_replace_value_length != len(axis_list_replace):
+        log_error(
+            f'The axis asked to be raplaced is "{axis_str_replace}", but got {pose_replace_value_length} changes quantity.'
+        )
+    for axis, replace_quantity in zip(axis_list_replace, pose_replace_value):
+        pose_to_change[axis, 3] = replace_quantity
+    return pose_to_change
+
+
+def get_offset_pose(
+    pose_to_change: np.ndarray,
+    offset_value: Union[float, List[float]],
+    direction: Union[str, List] = "z",
+    mode: str = "extrinsic",
+) -> np.ndarray:
+    """Offset the `pose_to_change` given the `offset_value`, `direction` & `mode`. Returns the offset pose.
+
+    Args:
+        pose_to_change (np.ndarray): The pose to be offset.
+        offset_value (Union[float, List[float]]): The offset.
+        direction (Union[str, List], optional): String as "x", "y" or, "z" and 3-dim np.ndarray indicating the offset directions. Defaults to "z".
+        mode (str, optional): String "extrinsic" or "intrinsic", indicating which system frame should each offset shall be done. Defaults to "extrinsic".
+
+    Returns:
+        np.ndarray: The resulting 4x4 offset pose.
+
+    Raises:
+        ValueError: If inputs are invalid or incompatible.
+    """
+    if isinstance(direction, str):
+        minus = "-" in direction
+        direction = direction.removeprefix("-")
+        direction = np.isin(np.arange(3), axis_str_to_list(direction)).astype(int) * (
+            -1 if minus else 1
+        )
+
+    direction = np.asarray(direction)
+    direction = direction / np.linalg.norm(direction)
+    offset_matrix = np.eye(4)
+    offset_matrix[:3, 3] = offset_value * direction
+    if mode == "extrinsic":
+        offset_pose = offset_matrix @ pose_to_change
+    elif mode == "intrinsic":
+        offset_pose = pose_to_change @ offset_matrix
+    else:
+        log_error(f"Mode {mode} illegal.")
+    return offset_pose
+
+
+# TODO: This one is not for work
+def get_offset_pose_list(
+    pose_to_change: np.ndarray,
+    offsets: Union[float, List[float]],
+    directions: Union[str, np.ndarray, List[str], List[np.ndarray]] = [],
+    modes: Union[str, List[str]] = [],
+):
+    """Offset the `pose_to_change` given the `offsets`, `directions` & `modes`. Returns the offset poses.
+
+    Args:
+        pose_to_change (np.ndarray): The pose to be offset.
+        offsets (Union[float, List[float]]): The offset or the offset list.
+        directions (Union[str, np.ndarray, List[str], List[np.ndarray]], optional): String as "x", "y" or, "z" and 3-dim np.ndarray indicating the offset directions, together with their list that have same size of `offsets` . Defaults to [].
+        modes (Union[str, List[str]], optional): String "extrinsic" or "intrinsic", and its list, indicating which system frame should each offset shall be done. Defaults to [].
+        return_single_pose: Whether return the single pose or not
+    """
+    num_offset_pose = len(offsets) if isinstance(offsets, list) else 1
+    num_offset_direction = len(directions) if isinstance(directions, list) else 1
+    num_offset_mode = len(modes) if isinstance(modes, list) else 1
+    if num_offset_direction == 0:
+        directions = ["z"] * num_offset_pose
+        num_offset_direction = num_offset_pose
+    if num_offset_mode == 0:
+        modes = ["extrinsic"] * num_offset_direction
+        num_offset_mode = num_offset_direction
+    if num_offset_direction != num_offset_pose:
+        log_error(
+            f"The offsets {offsets} have a different length {num_offset_pose} other than directions {directions}'s {num_offset_direction}."
+        )
+    if num_offset_mode != num_offset_direction:
+        log_warning(
+            f"The directions {directions} have a different length {num_offset_direction} other than modes {modes}'s {num_offset_mode}."
+        )
+    if num_offset_direction == 1 and not isinstance(directions, list):
+        directions = [directions]
+    if num_offset_mode == 1 and not isinstance(modes, list):
+        modes = [modes]
+
+    offset_poses = []
+    for idx, (offset, (direction, mode)) in enumerate(
+        zip(offsets, zip(directions, modes))
+    ):
+        offset_pose = get_offset_pose(pose_to_change, offset, direction, mode)
+        offset_poses.append(offset_pose)
+
+    return offset_poses
+
+
+def get_rotated_pose(
+    pose_to_change: np.ndarray,
+    rot_angle: float,
+    rot_axis: Union[str, List] = "z",
+    mode: str = "extrinsic",
+    degrees: Union[bool, str] = None,
+):
+    """Rotate the `pose_to_change` given the `rot_angel`, `rot_axis` & `mode`. Returns the rotate pose.
+
+    Args:
+        pose_to_change (np.ndarray): The pose to be rotated.
+        rot_angle (float): The rotation angle.
+        rot_axis (Union[str, List], optional): String as "x", "y" or, "z" and 3-dim np.ndarray indicating the rotation axis. Defaults to "z".
+        mode (str, optional): String "extrinsic" or "intrinsic", and its list, indicating which system frame should each rotation shall be done. Defaults to "extrinsic".
+        degrees (str): If it's "degrees" then the input rotation angle is degree, then it's not degrees but radians.
+    """
+    if isinstance(rot_axis, str):
+        rot_axis = np.isin(np.arange(3), axis_str_to_list(rot_axis)).astype(int)
+    rot_axis = np.asarray(rot_axis)
+    rot_axis = rot_axis / np.linalg.norm(rot_axis)
+
+    if degrees == "degrees" or degrees == True:
+        rot_angle = np.deg2rad(rot_angle)
+
+    rotation_matrix = np.eye(4)
+    rotation_matrix[:3, :3] = R.from_rotvec(rot_axis * rot_angle).as_matrix()
+    if mode == "extrinsic":
+        rotated_pose = rotation_matrix @ pose_to_change
+    elif mode == "intrinsic":
+        rotated_pose = pose_to_change @ rotation_matrix
+    else:
+        log_error(f"Mode {mode} illegal.")
+    return rotated_pose
+
+
+def get_rotation_replaced_pose(
+    pose_to_change: np.ndarray,
+    rotation_value: Union[float, List],
+    rot_axis: Union[str, List] = "z",
+    mode: str = "extrinsic",
+    degrees: Union[bool, str] = None,
+):
+    if isinstance(rotation_value, (float, int, np.number)):
+        replaced_rotation_matrix = get_rotated_pose(
+            np.eye(4), rotation_value, rot_axis, mode, degrees
+        )[:3, :3]
+    elif isinstance(rotation_value, list):
+        rotation_value = np.asarray(rotation_value)
+        if rotation_value.shape == (3, 3):
+            replaced_rotation_matrix == rotation_value
+        elif rotation_value.shape == (3,):
+            log_warning(
+                f'Getting shape (3,) rotation_value {rotation_value} for "rotreplace", make sure it\'s rpy.'
+            )
+            replaced_rotation_matrix = R.from_euler("xyz", rotation_value).as_matrix()
+        elif rotation_value.shape == (4,):
+            log_warning(
+                f'Getting shape (4,) rotation_value {rotation_value} for "rotreplace", make sure it\'s xyzw quaternion.'
+            )
+            replaced_rotation_matrix = R.from_quat(rotation_value).as_matrix()
+        else:
+            log_error(
+                f'rotation_value has shape {rotation_value.shape}, not suppoorted by "rotreplace".'
+            )
+    else:
+        log_error(
+            f'rotation_value has type {type(rotation_value)}, not suppoorted by "rotreplace".'
+        )
+    rotation_replaced_pose = deepcopy(pose_to_change)
+    rotation_replaced_pose[:3, :3] = replaced_rotation_matrix
+    return rotation_replaced_pose
+
+
+def get_frame_changed_pose(
+    pose_to_change: np.ndarray,
+    frame_change_matrix: Union[List, np.ndarray],
+    mode: bool = "extrinsic",
+    inverse: Union[bool, str] = False,
+):
+    if isinstance(frame_change_matrix, list):
+        frame_change_matrix = np.asarray(frame_change_matrix)
+    if not isinstance(frame_change_matrix, np.ndarray):
+        log_error(
+            f'frame_change_matrix has type{type(frame_change_matrix)} other than np.ndarray, not suppoorted by "get_frame_changed_pose".'
+        )
+    else:
+        if frame_change_matrix.shape != (4, 4):
+            log_error(
+                f'frame_change_matrix has shape {frame_change_matrix.shape} other than (4,4), not suppoorted by "get_frame_changed_pose".'
+            )
+
+    if inverse == "inverse" or inverse == True:
+        frame_change_matrix = inv_transform(frame_change_matrix)
+
+    if mode == "extrinsic":
+        pose_to_change = frame_change_matrix @ pose_to_change
+    elif mode == "intrinsic":
+        pose_to_change = pose_to_change @ frame_change_matrix
+    else:
+        log_error(f"Mode {mode} illegal.")
+
+    return pose_to_change
+
+
+def get_aligned_pose(
+    pose_to_change: np.ndarray,
+    align_vector: List,
+    pose_axis: str = "z",
+):
+    align_vector = np.asarray(align_vector)
+    pose_axis = axis_idx(pose_axis)
+    rotation_axis = np.cross(pose_to_change[:3, pose_axis], align_vector)
+    rotation_axis_norm = np.linalg.norm(rotation_axis)
+    if rotation_axis_norm >= 1e-5:
+        rotation_axis = rotation_axis / rotation_axis_norm
+        rotation_angle = np.arccos(pose_to_change[:3, 2].dot(align_vector))
+        pose_to_change[:3, :3] = (
+            R.from_rotvec(rotation_axis * rotation_angle).as_matrix()
+            @ pose_to_change[:3, :3]
+        )
+    return pose_to_change
+
+
+# TODO: automatically routing,given kwargs automatically find the mode.
+def get_changed_pose(
+    pose_to_change: np.ndarray, pose_changes: List[Tuple[str, Any]] = []
+):
+    """Change the single pose given the `pose_changes` that indicates how to change the pose.
+
+    Args:
+        pose_to_change (np.ndarray): The pose to be changed.
+        pose_changes (List[Tuple[str, Any]], optional): The list contains tuples that [0] refer to pose change name that indicates the change mode and parameters, split by "_", e.g. "offset_${np.array([0.05, -0.10, 0.125])}". And [1] be the change value, e.g. "${env.affordance_datas[\"cup_move_pose\"][:2,3]}". Defaults to [].
+
+    Returns:
+        pose_to_change (np.ndarray): The changed pose.
+    """
+    for pose_change_name, pose_change_value in pose_changes:
+        change_partition = pose_change_name.split("_")
+        change_mode = change_partition[0]
+        if change_mode == "replace":
+            pose_to_change = get_replaced_pose(
+                pose_to_change,
+                pose_replace_value=pose_change_value,
+                axis_str_replace=change_partition[1],
+            )
+        elif change_mode == "offset":
+            pose_to_change = get_offset_pose(
+                pose_to_change, [pose_change_value], *change_partition[1:]
+            )
+        elif change_mode == "rotation":
+            pose_to_change = get_rotated_pose(
+                pose_to_change,
+                pose_change_value,
+                *change_partition[1:],
+            )
+        elif change_mode == "rotreplace":
+            pose_to_change = get_rotation_replaced_pose(
+                pose_to_change, pose_change_value, *change_partition[1:]
+            )
+        elif change_mode == "framechange":
+            pose_to_change = get_frame_changed_pose(
+                pose_to_change, pose_change_value, *change_partition[1:]
+            )
+        elif change_mode == "align":
+            get_aligned_pose(pose_to_change, pose_change_value, change_partition[1])
+        else:
+            # TODO
+            log_error(f"The {change_mode} change mode haven't realized yet!")
+    return pose_to_change
+
+
+def get_replaced_qpos(
+    qpos_to_change: Union[np.ndarray, torch.Tensor],
+    replace_value: Union[float, List[float]],
+    joint_list_replace: List,
+):
+    if not isinstance(replace_value, Sequence):
+        replace_value = [replace_value]
+    for joint, replace_quantity in zip(joint_list_replace, replace_value):
+        qpos_to_change[joint] = float(replace_quantity)
+    return qpos_to_change
+
+
+def get_offset_qpos(
+    qpos_to_change: np.ndarray,
+    offset_value: Union[float, List[float]],
+    joint_list_offset: List,
+    degrees: Union[str, bool, List[int]] = None,
+) -> np.ndarray:
+    if not isinstance(offset_value, Sequence):
+        offset_value = [offset_value]
+
+    degrees_joint_list = []
+    if degrees is not None:
+        if isinstance(degrees, str):
+            degrees_all = degrees == "degrees"
+
+            if degrees_all:
+                degrees_joint_list = joint_list_offset
+            else:
+                degrees_joint_str = degrees.split("degrees")[1]
+                for degerees_joint_idx_str in degrees_joint_str:
+                    degrees_joint_list.append(int(degerees_joint_idx_str))
+        elif isinstance(degrees, bool):
+            degrees_all = degrees == True
+            if degrees_all:
+                degrees_joint_list = joint_list_offset
+        elif isinstance(degrees, list):
+            degrees_joint_list = degrees
+
+    if not set(degrees_joint_list).issubset(set(joint_list_offset)):
+        log_error(
+            f"degrees_joint_list {degrees_joint_list}, not subset to joint_list_offset {joint_list_offset}."
+        )
+
+    for joint, offset_quantity in zip(joint_list_offset, offset_value):
+        if joint in degrees_joint_list:
+            offset_quantity = np.deg2rad(offset_quantity)
+        qpos_to_change[joint] += offset_quantity
+
+    return qpos_to_change
+
+
+def get_changed_qpos(
+    qpos_to_change: np.ndarray, qpos_changes: List[Tuple[str, Any]] = [], frame=None
+):
+    """Change the single qpos given the `qpos_changes` that indicates how to change the qpos.
+
+    Args:
+        qpos_to_change (np.ndarray): The qpos to be changed.
+        qpos_changes (Dict[str, Any], optional): The list contains tuples that [0] refer to pose change name that indicates the change mode and parameters, split by "_", e.g. "offset_123". And [1] be the change value, e.g. "[0.5, 0.6, 0.7]". Defaults to []
+
+    Returns:
+        qpos_to_change (np.ndarray): The changed qpos.
+    """
+    if isinstance(qpos_to_change, torch.tensor):
+        qpos_to_change = np.asarray(qpos_to_change)
+
+    for qpos_change_name, qpos_change_value in qpos_changes:
+        change_partition = qpos_change_name.split("_")
+        change_mode = change_partition[0]
+        if not isinstance(qpos_change_value, Sequence):
+            qpos_change_value = [qpos_change_value]
+
+        joint_str_change = change_partition[1]
+        joint_list_change = []
+        for joint_idx_str in joint_str_change:
+            joint_list_change.append(int(joint_idx_str))
+        if len(qpos_change_value) != len(joint_list_change):
+            log_error(
+                f'The joints asked to be raplaced is "{joint_str_change}", but got {len(qpos_change_value)} changes quantity.'
+            )
+
+        if change_mode == "replace":
+            qpos_to_change = get_offset_qpos(
+                qpos_to_change,
+                replace_value=qpos_change_value,
+                replace_joint_list=joint_list_change,
+            )
+        elif change_mode == "offset":
+            qpos_to_change = get_offset_qpos(
+                qpos_to_change,
+                offset_value=qpos_change_value,
+                offset_joint_list=joint_list_change,
+                degrees=change_partition[2],
+            )
+        else:
+            log_error(f"The {change_mode} change mode haven't realized yet!")
+    return qpos_to_change
+
+
+def pose_shift(pose_in_cam: np.ndarray, axis: int, shift: float) -> np.ndarray:
+    shift_pose = np.copy(pose_in_cam)
+    shift_pose = np.linalg.inv(shift_pose)
+    shift_pose[axis, -1] += shift
+    shift_pose = np.linalg.inv(shift_pose)
+    return shift_pose
+
+
+def expand_pose(
+    pose: np.ndarray,
+    x_interval: float,
+    y_interval: float,
+    kpnts_number: int,
+    grab_ratios: List = None,
+    ref_pose: np.ndarray = np.eye(4),
+):
+    ret = [ref_pose @ pose]
+
+    xoffset = np.linspace(-x_interval, x_interval, kpnts_number)
+
+    if grab_ratios is None:
+        yoffset = np.linspace(-y_interval, y_interval, kpnts_number)
+    else:
+        yoffset = np.linspace(
+            -y_interval * grab_ratios[0],
+            y_interval * grab_ratios[1],
+            kpnts_number,
+        )
+
+    x_expand = [ref_pose @ pose_shift(pose, 0, x) for x in list(xoffset)]
+    y_expand = [ref_pose @ pose_shift(pose, 1, y) for y in list(yoffset)]
+    return ret + x_expand + y_expand
+
+
+def parse_mask_by_uuids(
+    mask: np.ndarray, uuids: Dict[str, int]
+) -> Dict[str, np.ndarray]:
+    from embodichain.data.enum import SemanticMask
+
+    if len(uuids.keys()) == 0:
+        return {}
+
+    robot_mask = np.zeros_like(mask, dtype=np.bool_)
+    robot_uuids = uuids["robot"]
+    for uuid in robot_uuids:
+        robot_mask[mask == uuid] = True
+
+    object_uuids = uuids.get("object", [])
+    foreground_mask = np.zeros_like(mask, dtype=np.bool_)
+    for uuid in object_uuids:
+        foreground_mask[mask == uuid] = True
+
+    background_mask = np.logical_not(np.logical_or(robot_mask, foreground_mask))
+
+    ret_masks = np.tile(
+        np.expand_dims(np.zeros_like(robot_mask), -1), [1, 1, len(SemanticMask)]
+    )
+    ret_masks[:, :, SemanticMask.ROBOT.value] = robot_mask
+    ret_masks[:, :, SemanticMask.BACKGROUND.value] = background_mask
+    ret_masks[:, :, SemanticMask.FOREGROUND.value] = foreground_mask
+
+    return ret_masks
+
+
+def project_3d_to_2d(
+    cam, poses: List[np.ndarray], normalize: bool = True
+) -> np.ndarray:
+    import dexsim.utility as dexutils
+
+    cam_pose = cam._camera.get_world_pose()
+    cam_pose = dexutils.change_coordinate_stystem(cam_pose, ["X", "-Y", "-Z"])
+
+    intrinsic = cam._camera.get_intrinsic()
+    height = cam._camera.get_height()
+    width = cam._camera.get_width()
+    keypoints = []
+    for pose in poses:
+        pose_ = np.matmul(np.linalg.inv(cam_pose), pose)
+        rvec, tvec = cv2.Rodrigues(np.eye(3))[0], np.zeros((3, 1))
+        image_points, _ = cv2.projectPoints(
+            pose_[:3, -1],
+            rvec,
+            tvec,
+            np.array(intrinsic).reshape(3, 3),
+            np.zeros(
+                5,
+            ),
+        )
+        keypoints.append(image_points.reshape(1, 2))
+
+    keypoints = np.concatenate(keypoints, 0)
+    keypoints[:, 0] = np.clip(keypoints[:, 0], 0, width - 1)
+    keypoints[:, 1] = np.clip(keypoints[:, 1], 0, height - 1)
+
+    if normalize:
+        keypoints[:, 0] = keypoints[:, 0] / width
+        keypoints[:, 1] = keypoints[:, 1] / height
+    return keypoints
+
+
+def camel_to_snake(name):
+    # Insert underscores before each uppercase letter and convert to lowercase
+    s1 = re.sub("(.)([A-Z][a-z]+)", r"\1_\2", name)
+    snake_case = re.sub("([a-z0-9])([A-Z])", r"\1_\2", s1).lower()
+    return snake_case
+
+
+def print_keys_recursively(h5file: h5py.Group, path="/"):
+    """
+    Recursively prints the keys in the HDF5 file.
+
+    :param h5file: An open h5py File object.
+    :param path: The current path in the HDF5 file.
+    """
+    for key in h5file[path].keys():
+        print(f"{path}{key}")
+        if isinstance(h5file[path + key], h5py.Group):
+            print_keys_recursively(h5file, path + key + "/")
+
+
+def hdf5_to_dict(h5file: h5py.Group):
+    def recursive_dict(group):
+        result = {}
+        for key, item in group.items():
+            if isinstance(item, h5py.Dataset):
+                result[key] = item[()]
+            elif isinstance(item, h5py.Group):
+                result[key] = recursive_dict(item)
+        return result
+
+    return recursive_dict(h5file)
+
+
+def extract_keys_hierarchically(d, assign_data_type: str = "list"):
+    result = {}
+
+    for key, value in d.items():
+        # If the value is a dictionary, recursively extract its keys
+        if isinstance(value, dict):
+            result[key] = extract_keys_hierarchically(value)
+        else:
+            if assign_data_type == "null":
+                result[key] = None
+            elif assign_data_type == "list":
+                result[key] = []
+            else:
+                raise ValueError(f"Invalid assign_data_type: {assign_data_type}")
+
+    return result
+
+
+def get_file_list(path: str, ext: str):
+    file_list = []
+    for root, dirs, files in os.walk(path):
+        for file in files:
+            if file.endswith(ext):
+                file_list.append(os.path.join(root, file))
+
+    return file_list
+
+
+# Pattern to recognize an attribute or indexer sequence, e.g., foo, ["bar"], [0]
+_TOKEN_RE = re.compile(
+    r"""(
+    (?P<attr>[A-Za-z_]\w*)   # attribute name
+  | \[\s*(?P<index>"[^"]*"|'[^']*'|\d+)\s*\]  # bracket indexer with quoted key or integer
+)""",
+    re.VERBOSE,
+)
+
+
+def resolve_env_attr(obj: Any, env: Any) -> Any:
+    """
+    Recursively replace any string of the form 'env:...' by evaluating it as a Python expression on the given `env` object.
+    Other containers (mappings, sequences) will be traversed and resolved element-wise.
+
+    Supports:
+      - Arbitrary attribute access (e.g. env.x.y.z)
+      - Arbitrary indexing and slicing (e.g. env.x["key"][1:4])
+      - Any valid Python expression after the 'env:' prefix.
+
+    Args:
+        obj: The object to resolve. If it's:
+             - A dict-like Mapping: each value is passed back into resolve_env_attr.
+             - A Sequence (list/tuple/etc.) but not str: each element is resolved.
+             - A str starting with 'env:': the suffix is treated as a Python
+               expression relative to `env` and eval'ed.
+             - Anything else: returned unchanged.
+        env: An object whose attributes, methods, indices, etc. may be
+             referenced in the 'env:' expressions.
+
+    Returns:
+        The resolved object, with 'env:' strings replaced by their eval results.
+    """
+    # 1) If it's a mapping, recurse into its values
+    if isinstance(obj, Mapping):
+        return {k: resolve_env_attr(v, env) for k, v in obj.items()}
+
+    # 2) If it's a non-str sequence, recurse into its elements
+    if isinstance(obj, Sequence) and not isinstance(obj, str):
+        return type(obj)(resolve_env_attr(item, env) for item in obj)
+
+    # 3) If it's a string starting with "env.", eval it directly
+    if isinstance(obj, str) and obj.startswith("env."):
+        return eval(obj, {}, {"env": env})
+
+    # 4) Everything else passes through unchanged
+    return obj
+
+
+_EXPR = re.compile(r"\$\{([^}]+)\}")  # For searching ${...} marker
+
+
+def resolve_formatted_string(obj, local_vars=None, global_vars=None):
+    """Given a dict carrys "${...}"-like strings , `eval` the "${...}$" values while keep the dict structure.
+
+    Args:
+        obj (Union[Dict, Sequence]): The original "Grand" dict or the iterables in it.
+        local_vars (_type_, optional): _description_. Defaults to None.
+        global_vars (_type_, optional): _description_. Defaults to None.
+
+    Returns:
+        _type_: _description_
+    """
+    # Gut the caller's locals & globals
+    if local_vars is None or global_vars is None:
+        frame = inspect.currentframe().f_back  # caller frame
+        local_vars = local_vars or frame.f_locals
+        global_vars = global_vars or frame.f_globals
+
+    # 1) dict
+    if isinstance(obj, Mapping):
+        return {
+            k: resolve_formatted_string(v, local_vars, global_vars)
+            for k, v in obj.items()
+        }
+
+    # 2) list/tuple
+    if isinstance(obj, Sequence) and not isinstance(obj, str):
+        return type(obj)(
+            resolve_formatted_string(v, local_vars, global_vars) for v in obj
+        )
+
+    # 3) str
+    if isinstance(obj, str):
+        full = _EXPR.fullmatch(obj.strip())
+        if full:
+            # the whole string is ${expr} -> return eval(expr)
+            return eval(
+                full.group(1),
+                {"__builtins__": None},  # eval with given locals & globals
+                {**global_vars, **local_vars},
+            )
+        # par tof the string is ${expr}：replace ...${expr}.. -> str(...eval(expr)..)
+        def _sub(m):
+            return str(
+                eval(m.group(1), {"__builtins__": None}, {**global_vars, **local_vars})
+            )
+
+        return _EXPR.sub(_sub, obj)
+
+    # 4) other type just return
+    return obj
+
+
+def resolve_params(resolve_func):
+    """
+    Decorator factory that applies `resolve_func` to each argument of the
+    decorated function, with optional per-decorator `exclude` names.
+
+    If `resolve_func`'s signature is: resolve_func(obj)
+    then we call: resolve_func(val)
+
+    If its signature is: resolve_func(obj, x, y, ...)
+    then for each argument `val` of the decorated function we call: resolve_func(val, x=bound['x'], y=bound['y'], ...) pulling `x`, `y`, etc. by name from the decorated function's bound args.
+
+    Usage patterns:
+
+        # 1) create a decorator
+        resolve_formatted_params = resolve_params(resolve_formatted_string) and use without exclude:
+        @resolve_formatted_params
+        def generate_func(a, b, c): ...
+
+        # 2) use the same decorator with an exclude list:
+        @resolve_formatted_params(exclude=['c'])
+        def generate_func(a, b, c): ...
+
+        # 3) or inline:
+        @resolve_params(resolve_env_attr, exclude=['env'])
+        def generate_func(env, path, mode): ...
+
+    Args:
+        resolve_func: function whose first parameter is the value to transform. Any additional parameters will be looked up by name in the decorated function's arguments.
+
+    Returns:
+        A decorator which can be used either as:
+            @decorator
+        or:
+            @decorator(exclude=[...])
+    """
+    resolve_sig = inspect.signature(resolve_func)
+    resolve_param_names = list(resolve_sig.parameters.keys())
+
+    def decorator_factory(*, exclude=()):
+        exclude = set(exclude)
+
+        def decorator(func):
+            func_sig = inspect.signature(func)
+
+            @wraps(func)
+            def wrapper(*args, **kwargs):
+                bound = func_sig.bind_partial(*args, **kwargs)
+                bound.apply_defaults()
+
+                # Resolve each argument except those in exclude
+                resolved = {}
+                for name, val in bound.arguments.items():
+                    if name in exclude:
+                        resolved[name] = val
+                        continue
+
+                    try:
+                        if len(resolve_param_names) == 1:
+                            # single-arg resolver
+                            resolved_val = resolve_func(val)
+                        else:
+                            # multi-arg resolver: gather extra args by name
+                            extra_kwargs = {
+                                pname: bound.arguments[pname]
+                                for pname in resolve_param_names[1:]
+                            }
+                            resolved_val = resolve_func(val, **extra_kwargs)
+                        resolved[name] = resolved_val
+                    except Exception as e:
+                        log_error(f"{e}")
+                        resolved[name] = val
+
+                # Rebuild positional and keyword args in original order
+                args_to_pass = []
+                kwargs_to_pass = {}
+                for param in func_sig.parameters.values():
+                    if param.kind in (
+                        param.POSITIONAL_ONLY,
+                        param.POSITIONAL_OR_KEYWORD,
+                    ):
+                        if param.name in resolved:
+                            args_to_pass.append(resolved.pop(param.name))
+                    elif param.kind is param.VAR_POSITIONAL:
+                        args_to_pass.extend(resolved.pop(param.name, ()))
+                    elif param.kind is param.KEYWORD_ONLY:
+                        if param.name in resolved:
+                            kwargs_to_pass[param.name] = resolved.pop(param.name)
+                    elif param.kind is param.VAR_KEYWORD:
+                        kwargs_to_pass.update(resolved.pop(param.name, {}))
+
+                return func(*args_to_pass, **kwargs_to_pass)
+
+            return wrapper
+
+        return decorator
+
+    def decorator_or_factory(func=None, *, exclude=()):
+        # @decorator
+        if func is not None and callable(func):
+            return decorator_factory(exclude=())(func)
+        # @decorator(exclude=[...])
+        return decorator_factory(exclude=exclude)
+
+    return decorator_or_factory
+
+
+resolve_formatted_params = resolve_params(resolve_formatted_string)
+resolve_env_params = resolve_params(resolve_env_attr)
+
+
+def transfer_str_to_lambda(
+    lambda_string: str, locals_dict: Dict = {}, globals_dict: Dict = {}
+):
+    """Transfer the string represented lambda function into a real lambda function.
+
+    Args:
+        lambda_string (str): The lambda string to be transfer
+        locals_dict (dict): Read-only dict that carrys local variables for lambda function to use. Defaults to be {}.
+        globals_dict (dict): Read-only dict that carrys global variables for lambda function to use. Defaults to be {}.
+
+    Returns:
+        lambda_function: The lambda function
+    """
+    # AST analyze
+    node = ast.parse(lambda_string, mode="eval")
+    # Assure the top to be a lambda
+    if not isinstance(node.body, ast.Lambda):
+        log_error(f'The lambda string "{lambda_string}" is not illegal.')
+    # Compile to be a function object
+    code = compile(node, filename="<ast>", mode="eval")
+    # eval to be a real lambda function
+    return eval(code, locals_dict, globals_dict)
+
+
+def find_function(
+    func_name: Union[str, Callable[..., Any]],
+    instances: List = [],
+    module_names: List[str] = [],
+):
+    """
+    Finds and returns a function by its name from a list of instances or module names.
+
+    Args:
+        func_name (Union[str, Callable[..., Any]]): The name of the function to find,
+            or the function itself.
+        instances (List, optional): A list of instances to search for the function.
+            Defaults to an empty list.
+        module_names (List[str], optional): A list of module names to search for the function.
+            Defaults to an empty list.
+
+    Returns:
+        Callable[..., Any] or bool: The found function if it exists, otherwise False.
+    """
+    if isinstance(func_name, str):
+        if any(hasattr(instance := inst, func_name) for inst in instances):
+            func = getattr(instance, func_name)
+        elif any(
+            hasattr((module := import_module(module_name)), func_name)
+            for module_name in module_names
+        ):
+            func = getattr(module, func_name)
+        else:
+            return False
+    else:
+        func = func_name
+    return func
+
+
+def find_funcs_with_kwargs(
+    funcs_name_kwargs_proc: List[Dict[str, Any]],
+    instances: List,
+    module_names: List,
+):
+    for func_name_kwargs_proc in funcs_name_kwargs_proc:
+        func_name = func_name_kwargs_proc["name"]
+        func = find_function(
+            func_name,
+            instances=instances,
+            module_names=module_names,
+        )
+        if func != False:
+            func_name_kwargs_proc.update({"func": func})
+        else:
+            log_warning(f"Function {func_name} not found, skipping...")
+
+    return funcs_name_kwargs_proc
+
+
+def validate_with_process(
+    env,
+    input: Any,
+    valid_funcs_kwargs_proc: List[Dict[str, Any]],
+):
+    for valid_func_kwargs_proc in valid_funcs_kwargs_proc:
+        validation_func = valid_func_kwargs_proc["func"]
+        kwargs = valid_func_kwargs_proc["kwargs"]
+        rejected_processes = valid_func_kwargs_proc.get("rejected_processes", None)
+        pass_processes = valid_func_kwargs_proc.get("pass_processes", None)
+
+        ret = validation_func(input, **kwargs)
+        if not ret:
+            log_warning(
+                f"Validation function {validation_func.__name__} returns False."
+            )
+            if rejected_processes is not None:
+                log_warning("Processing with rejected_processes..")
+                for rejected_process in rejected_processes:
+                    rejected_process_func_name = rejected_process["name"]
+                    rejected_process_kwargs = rejected_process.get("kwargs", {})
+
+                    rejected_process_func = find_function(
+                        rejected_process_func_name,
+                        instances=[env],
+                        module_names=[
+                            __name__,
+                        ],
+                    )
+                    if rejected_process_func != False:
+                        input = rejected_process_func(input, **rejected_process_kwargs)
+                    else:
+                        log_error(
+                            f"rejected_process_func {rejected_process_func_name} after validation_func {validation_func.__name__} not found."
+                        )
+            else:
+                log_warning("Skipping..")
+                return None
+
+        if pass_processes is not None:
+            for pass_process in pass_processes:
+                pass_process_func_name = pass_process["name"]
+                pass_process_kwargs = pass_process.get("kwargs", {})
+
+                pass_process_func = find_function(
+                    pass_process_func_name,
+                    instances=[env],
+                    module_names=[
+                        __name__,
+                    ],
+                )
+                if pass_process_func != False:
+                    input = pass_process_func(input, **pass_process_kwargs)
+                else:
+                    log_error(
+                        f"pass_process_func {pass_process_func_name} after validation_func {validation_func.__name__} not found."
+                    )
+
+    return input
+
+
+def validation_with_process_from_name(
+    env,
+    input: List[np.ndarray],
+    valid_funcs_name_kwargs_proc: List[Dict[str, Any]],
+    module_names: Optional[List[str]] = None,
+):
+    """Apply a sequence of validation and processing functions (by name) to the input data.
+
+    Args:
+        env: The environment object, used for method lookup.
+        input_data: The data to be validated and processed.
+        valid_funcs_name_kwargs_proc: List of dicts, each specifying a function name and kwargs.
+        module_names: List of module names to search for functions. Defaults to [__name__].
+
+    Returns:
+        The processed data if all validations pass, otherwise None.
+    """
+    if valid_funcs_name_kwargs_proc is None:
+        valid_funcs_name_kwargs_proc = []
+    if module_names is None:
+        module_names = [__name__]
+
+    valid_funcs_kwargs_proc = find_funcs_with_kwargs(
+        valid_funcs_name_kwargs_proc,
+        instances=[env],
+        module_names=[__name__],
+    )
+    valid_output = validate_with_process(env, input, valid_funcs_kwargs_proc)
+    return valid_output
+
+
+def _get_valid_grasp(
+    env,
+    grasp_list: List[np.ndarray],
+    valid_funcs_name_kwargs_proc: List[Union[str, Dict[str, Any]]],
+) -> np.ndarray:
+    """TODO 懒狗了，总而言之言而总之就是一个函数，可以集成一堆validation function，检验grasp_pose是否valid，也可以再特定的alidatrion function后面跟一堆process
+
+    Args:
+        env: TODO
+        grasp_list (List[np.ndarray]): TODO
+        validation_func_names_kwargs (Dict[str, dict]): TODO
+        validation_func_names_process (Optional[Dict[str, Dict[str, dict]]], optional): TODO. Defaults to None.
+
+    Returns:
+        np.ndarray: TODO
+    """
+    valid_func_kwargs_proc = find_funcs_with_kwargs(
+        valid_funcs_name_kwargs_proc, instances=[env], module_names=[__name__]
+    )
+
+    for grasp in grasp_list:
+        grasp_pose = grasp.pose  # TODO: be a func?
+        grasp_pose = validate_with_process(env, grasp_pose, valid_func_kwargs_proc)
+        # The loop is broken as ONE validation results is False
+        if grasp_pose is None:
+            continue
+        # All validation results are True in the loop
+        else:
+            return grasp_pose
+    return None
+
+
+def lru_cache_n(maxsize: int = 10, max_count: int = 2) -> Callable:
+    """
+    Decorator to provide an LRU cache with a maximum call count per key.
+    After a key is accessed `max_count` times, the result will be recomputed.
+
+    Args:
+        maxsize: Maximum number of cache entries.
+        max_count: Number of times a cached result can be returned before recomputation.
+
+    Returns:
+        Decorator for caching function results.
+    """
+
+    def decorator(func):
+        cache = OrderedDict()
+
+        def _make_hashable(x):
+            try:
+                hash(x)
+                return x
+            except TypeError:
+                if isinstance(x, np.ndarray):
+                    return (x.shape, str(x.dtype), x.tobytes())
+                if isinstance(x, dict):
+                    return tuple(sorted((k, _make_hashable(v)) for k, v in x.items()))
+                if isinstance(x, set):
+                    return tuple(sorted(_make_hashable(i) for i in x))
+                if isinstance(x, (list, tuple)):
+                    return tuple(_make_hashable(i) for i in x)
+                raise TypeError(f"Unhashable type in cache key: {type(x)}")
+
+        @wraps(func)
+        def wrapper(*args, **kwargs):
+            key = (
+                tuple(_make_hashable(a) for a in args),
+                tuple(sorted((k, _make_hashable(v)) for k, v in kwargs.items())),
+            )
+            res, cnt = cache.pop(key, (None, max_count))
+            if cnt == max_count:
+                res, cnt = func(*args, **kwargs), 0
+            cache[key] = (res, cnt + 1)
+            if len(cache) > maxsize:
+                cache.popitem(last=False)
+            return res
+
+        return wrapper
+
+    return decorator
+
+
+def multi_output_factory_function(
+    func_name: Union[str, Callable],
+    instances: Optional[List] = None,
+    module_names: Optional[List[str]] = None,
+    output_num: int = 1,
+) -> Callable:
+    """
+    Factory to create a cached version of a function that may have multiple outputs.
+
+    Args:
+        func_name: Function name (str) or function object.
+        instances: The instances that may carrys the method that match the func_name.
+                   Usually be environment that carrys the methods wherein the function may be found.
+        module_names: The list of modules that the function may be found. Defaults to [].
+        output_num: Number of outputs expected from the function.
+
+    Returns:
+        Cached function callable.
+    """
+    if instances is None:
+        instances = []
+    if module_names is None:
+        module_names = []
+    func = find_function(func_name, instances, module_names)
+    if not callable(func):
+        raise ValueError(f"Function {func_name} not found or not callable.")
+
+    max_count = max(1, output_num - 1)
+
+    @lru_cache_n(max_count=max_count)
+    def cached_func(*args, **kwargs):
+        return func(*args, **kwargs)
+
+    return cached_func
+
+
+def cached_ik(
+    target_xpos: np.ndarray,
+    ik_func: Union[str, Callable],
+    control_part: str,
+    is_left: bool,
+    qpos_seed: np.ndarray,
+    instances: list = [],
+    module_names: list = [],
+) -> tuple:
+    """
+    Call the inverse kinematics (IK) function with caching for efficiency.
+
+    Args:
+        target_xpos: The target end-effector position (usually a numpy array).
+        ik_func: The IK function or function name to be called.
+        control_part: String of the cotrol part for IK computing.
+        is_left: Whether the control part is on the left side.
+        qpos_seed: The initial guess for the joint positions.
+        instances: The instances that may carrys the method that match the func_name.
+                   Usually be environment that carrys the methods wherein the function may be found.
+        module_names: The list of modules that the function may be found. Defaults to [].
+
+    Returns:
+        Tuple: (ik_result, qpos_result), where ik_result is the IK status and qpos_result is the joint solution.
+    """
+    # cached_ik_func = multi_output_factory_function("_get_arm_ik", instances=[env], module_names=[__name__], output_num=2)
+    cached_ik_func = multi_output_factory_function(
+        ik_func, instances=instances, module_names=module_names, output_num=2
+    )
+    if control_part == "none":
+        return cached_ik_func(target_xpos, is_left, qpos_seed)
+
+    ret, qpos = cached_ik_func(torch.as_tensor(target_xpos), qpos_seed, control_part)
+    if isinstance(ret, torch.Tensor):
+        ret = ret.all().item()
+    return ret, qpos.squeeze(0).cpu().numpy()
+
+
+def get_ik_ret(
+    target_xpos: np.ndarray,
+    ik_func: Union[str, Callable],
+    qpos_seed: np.ndarray,
+    control_part: str = "none",
+    is_left: bool = True,
+    instances: list = [],
+    module_names: list = [],
+) -> bool:
+    """
+    Get the first return value from the cached IK function, typically the IK status or result flag.
+
+    Args:
+        target_xpos: The target end-effector position.
+        ik_func: The IK function or function name to be called.
+        control_part: String of the cotrol part for IK computing.
+        qpos_seed: The initial guess for the joint positions.
+        instances: The instances that may carrys the method that match the func_name.
+                   Usually be environment that carrys the methods wherein the function may be found.
+        module_names: The list of modules that the function may be found. Defaults to [].
+
+    Returns:
+        The first output of the IK function (e.g., success flag or status).
+    """
+    ret = cached_ik(
+        target_xpos,
+        ik_func,
+        control_part,
+        is_left,
+        qpos_seed,
+        instances=instances,
+        module_names=module_names,
+    )[0]
+    return ret
+
+
+def get_ik_qpos(
+    target_xpos: np.ndarray,
+    ik_func: Union[str, Callable],
+    qpos_seed: np.ndarray,
+    control_part: str = "none",
+    is_left: bool = True,
+    instances: list = [],
+    module_names: list = [],
+) -> np.ndarray:
+    """
+    Get the second return value from the cached IK function, typically the joint positions.
+
+    Args:
+        target_xpos: The target end-effector position.
+        ik_func: The IK function or function name to be called.
+        control_part: String of the control part for IK computing.
+        is_left: Whether the control part is on the left side. Defaults to True.
+        qpos_seed: The initial guess for the joint positions.
+        instances: The instances that may carrys the method that match the func_name.
+                   Usually be environment that carrys the methods wherein the function may be found.
+        module_names: The list of modules that the function may be found. Defaults to [].
+
+    Returns:
+        The second output of the IK function (e.g., the joint position solution).
+    """
+    qpos = cached_ik(
+        target_xpos,
+        ik_func,
+        control_part,
+        is_left,
+        qpos_seed,
+        instances=instances,
+        module_names=module_names,
+    )[1]
+    return qpos
+
+
+def get_fk_xpos(
+    target_qpos: np.ndarray,
+    control_part: str,
+    fk_func: Union[str, Callable],
+) -> np.ndarray:
+    xpos = fk_func(name=control_part, qpos=torch.as_tensor(target_qpos), to_matrix=True)
+
+    # the xpos computed from robot is in the local arena frame, which is equivalent to world frame of the
+    # old version.
+    return xpos.squeeze(0).cpu().numpy()
+
+
+# FIXME: remove
+def _data_key_to_control_part(robot, control_parts, data_key: str) -> Optional[str]:
+    # TODO: Temporary workaround, should be removed after refactoring data dict extractor.
+    # @lru_cache(max_size=None) # NOTE: no way to pass a hashable parameter
+    def is_eef_hand(robot, control_parts) -> bool:
+        # TODO: This is a temporary workaround, should be used a more general method to check
+        # whether the end-effector is a hand.
+        for part in control_parts:
+            if "eef" in part:
+                joint_ids = robot.get_joint_ids(part, remove_mimic=True)
+                return len(joint_ids) >= 2
+        return False
+
+    if "left_arm" in data_key:
+        if "qpos" in data_key:
+            return "left_arm"
+        if "hand" in data_key and is_eef_hand(robot, control_parts):
+            return "left_eef"
+        if "gripper" in data_key and is_eef_hand(robot, control_parts) is False:
+            return "left_eef"
+        return None
+
+    if "right_arm" in data_key:
+        if "qpos" in data_key:
+            return "right_arm"
+        if "hand" in data_key and is_eef_hand(robot, control_parts):
+            return "right_eef"
+        if "gripper" in data_key and is_eef_hand(robot, control_parts) is False:
+            return "right_eef"
+        return None
+
+
+# FIXME: only for v3 W1
+def map_ee_state_to_env_actions(
+    robot, ee_state: np.ndarray, env_actions: np.ndarray
+) -> np.ndarray:
+    """
+    Map end-effector (gripper) state to environment joint actions.
+
+    Args:
+        ee_state (np.ndarray): Normalized gripper state, shape (batch, 2).
+        env_actions (np.ndarray): Environment joint actions to be updated.
+
+    Returns:
+        np.ndarray: Updated environment joint actions with gripper positions.
+    """
+    from embodichain.data.enum import ControlParts, JointType, EndEffector
+
+    left_eef_limits = (
+        robot.body_data.qpos_limits.squeeze(0)
+        .cpu()
+        .numpy()[robot.get_joint_ids(name=ControlParts.LEFT_EEF.value)]
+    )
+    right_eef_limits = (
+        robot.body_data.qpos_limits.squeeze(0)
+        .cpu()
+        .numpy()[robot.get_joint_ids(name=ControlParts.RIGHT_EEF.value)]
+    )
+
+    def w1_gripper_mapping(normalized_state, eef_limits):
+        # Define normalized open/close positions for the gripper (range 0-1)
+        open_state_normalized = np.array([90.0, 0.0, 0.0, 0.0, 0.0, 0.0]) / 100.0
+        close_state_normalized = np.array([90.0, 55.0, 30.0, 30.0, 30.0, 30.0]) / 100.0
+
+        # Convert normalized values to actual joint angles
+        open_state_actual = eef_limits[:, 0] + open_state_normalized * (
+            eef_limits[:, 1] - eef_limits[:, 0]
+        )
+        close_state_actual = eef_limits[:, 0] + close_state_normalized * (
+            eef_limits[:, 1] - eef_limits[:, 0]
+        )
+
+        # Interpolate between open and close joint angles
+        if isinstance(normalized_state, np.ndarray) and normalized_state.ndim > 0:
+            return (
+                open_state_actual * (1 - normalized_state[:, None])
+                + close_state_actual * normalized_state[:, None]
+            )
+        else:
+            return (
+                open_state_actual * (1 - normalized_state)
+                + close_state_actual * normalized_state
+            )
+
+    if ee_state.ndim == 1:
+        ee_state = ee_state.reshape(1, -1)
+    if env_actions.ndim == 1:
+        env_actions = env_actions.reshape(1, -1)
+
+    # Map normalized gripper state to actual joint positions
+    left_hand_qpos = w1_gripper_mapping(ee_state[:, 0], left_eef_limits)
+    right_hand_qpos = w1_gripper_mapping(ee_state[:, 1], right_eef_limits)
+
+    # Get indices for left and right end-effector joints
+    left_eef_ids = robot.get_joint_ids(name=ControlParts.LEFT_EEF.value)
+    right_eef_ids = robot.get_joint_ids(name=ControlParts.RIGHT_EEF.value)
+
+    env_actions[:, left_eef_ids] = left_hand_qpos
+    env_actions[:, right_eef_ids] = right_hand_qpos
+    return env_actions
diff --git a/embodichain/lab/gym/utils/registration.py b/embodichain/lab/gym/utils/registration.py
new file mode 100644
index 00000000..a3e9c61f
--- /dev/null
+++ b/embodichain/lab/gym/utils/registration.py
@@ -0,0 +1,204 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import json
+import sys
+from copy import deepcopy
+from functools import partial
+from typing import TYPE_CHECKING, Dict, Type
+
+import gymnasium as gym
+from gymnasium.envs.registration import EnvSpec as GymEnvSpec
+from gymnasium.envs.registration import WrapperSpec
+
+from dexsim.utility import log_warning
+
+if TYPE_CHECKING:
+    from embodichain.lab.gym.envs import BaseEnv
+
+
+class EnvSpec:
+    def __init__(
+        self,
+        uid: str,
+        cls: Type[BaseEnv],
+        max_episode_steps=None,
+        default_kwargs: dict = None,
+    ):
+        """A specification for a Embodied environment."""
+        self.uid = uid
+        self.cls = cls
+        self.max_episode_steps = max_episode_steps
+        self.default_kwargs = {} if default_kwargs is None else default_kwargs
+
+    def make(self, **kwargs):
+        _kwargs = self.default_kwargs.copy()
+        _kwargs.update(kwargs)
+        return self.cls(**_kwargs)
+
+    @property
+    def gym_spec(self):
+        """Return a gym EnvSpec for this env"""
+        entry_point = self.cls.__module__ + ":" + self.cls.__name__
+        return GymEnvSpec(
+            self.uid,
+            entry_point,
+            max_episode_steps=self.max_episode_steps,
+            kwargs=self.default_kwargs,
+        )
+
+
+REGISTERED_ENVS: Dict[str, EnvSpec] = {}
+
+
+def register(
+    name: str, cls: Type[BaseEnv], max_episode_steps=None, default_kwargs: dict = None
+):
+    """Register a Embodied environment."""
+
+    # hacky way to avoid circular import errors when users inherit a task in DexSim and try to register it themselves
+    from embodichain.lab.gym.envs import BaseEnv, BaseEnv
+
+    if name in REGISTERED_ENVS:
+        log_warning(f"Env {name} already registered")
+    if not (issubclass(cls, BaseEnv) or issubclass(cls, BaseEnv)):
+        raise TypeError(f"Env {name} must inherit from BaseEnv or BaseEnv")
+    REGISTERED_ENVS[name] = EnvSpec(
+        name, cls, max_episode_steps=max_episode_steps, default_kwargs=default_kwargs
+    )
+
+
+class TimeLimitWrapper(gym.Wrapper):
+    """like the standard gymnasium timelimit wrapper but fixes truncated variable to be a batched array"""
+
+    def __init__(self, env: gym.Env, max_episode_steps: int):
+        super().__init__(env)
+        prev_frame_locals = sys._getframe(1).f_locals
+        frame = sys._getframe(1)
+        # check for user supplied max_episode_steps during gym.make calls
+        if frame.f_code.co_name == "make" and "max_episode_steps" in prev_frame_locals:
+            if prev_frame_locals["max_episode_steps"] is not None:
+                max_episode_steps = prev_frame_locals["max_episode_steps"]
+            # do some wrapper surgery to remove the previous timelimit wrapper
+            # with gymnasium 0.29.1, this will remove the timelimit wrapper and nothing else.
+            curr_env = env
+            while curr_env is not None:
+                if isinstance(curr_env, gym.wrappers.TimeLimit):
+                    self.env = curr_env.env
+                    break
+        self._max_episode_steps = max_episode_steps
+
+    @property
+    def base_env(self) -> BaseEnv:
+        return self.env.unwrapped
+
+    def step(self, action):
+        observation, reward, terminated, truncated, info = self.env.step(action)
+        truncated = truncated | (self.base_env.elapsed_steps >= self._max_episode_steps)
+        return observation, reward, terminated, truncated, info
+
+
+def make(env_id, **kwargs):
+    """Instantiate a Embodied environment.
+
+    Args:
+        env_id (str): Environment ID.
+        as_gym (bool, optional): Add TimeLimit wrapper as gym.
+        **kwargs: Keyword arguments to pass to the environment.
+    """
+    if env_id not in REGISTERED_ENVS:
+        raise KeyError("Env {} not found in registry".format(env_id))
+    env_spec = REGISTERED_ENVS[env_id]
+
+    env = env_spec.make(**kwargs)
+    return env
+
+
+def make_vec(env_id, **kwargs):
+    env = gym.make(env_id, **kwargs)
+    return env
+
+
+def register_env(uid: str, max_episode_steps=None, override=False, **kwargs):
+    """A decorator to register Embodied environments.
+
+    Args:
+        uid (str): unique id of the environment.
+        max_episode_steps (int): maximum number of steps in an episode.
+        override (bool): whether to override the environment if it is already registered.
+
+    Notes:
+        - `max_episode_steps` is processed differently from other keyword arguments in gym.
+          `gym.make` wraps the env with `gym.wrappers.TimeLimit` to limit the maximum number of steps.
+        - `gym.EnvSpec` uses kwargs instead of **kwargs!
+    """
+    try:
+        json.dumps(kwargs)
+    except TypeError:
+        raise RuntimeError(
+            f"You cannot register_env with non json dumpable kwargs, e.g. classes or types. If you really need to do this, it is recommended to create a mapping of string to the unjsonable data and to pass the string in the kwarg and during env creation find the data you need"
+        )
+
+    def _register_env(cls):
+        cls = register_env_function(cls, uid, override, max_episode_steps, **kwargs)
+        return cls
+
+    return _register_env
+
+
+def register_env_function(cls, uid, override=False, max_episode_steps=None, **kwargs):
+    if uid in REGISTERED_ENVS:
+        if override:
+            from gymnasium.envs.registration import registry
+
+            log_warning(f"Override registered env {uid}")
+            REGISTERED_ENVS.pop(uid)
+            registry.pop(uid)
+        else:
+            log_warning(f"Env {uid} is already registered. Skip registration.")
+            return cls
+
+    # Register for ManiSkil2
+    register(
+        uid,
+        cls,
+        max_episode_steps=max_episode_steps,
+        default_kwargs=deepcopy(kwargs),
+    )
+
+    # Register for gym
+    gym.register(
+        uid,
+        entry_point=partial(make, env_id=uid),
+        vector_entry_point=partial(make_vec, env_id=uid),
+        max_episode_steps=max_episode_steps,
+        disable_env_checker=True,  # Temporary solution as we allow empty observation spaces
+        kwargs=deepcopy(kwargs),
+        additional_wrappers=[
+            WrapperSpec(
+                "MSTimeLimit",
+                entry_point="embodichain.lab.gym.utils.registration:TimeLimitWrapper",
+                kwargs=dict(max_episode_steps=max_episode_steps)
+                if max_episode_steps is not None
+                else {},
+            )
+        ]
+        if max_episode_steps is not None
+        else [],
+    )
+    return cls
diff --git a/embodichain/lab/scripts/generate_video.py b/embodichain/lab/scripts/generate_video.py
new file mode 100644
index 00000000..4b51b3dd
--- /dev/null
+++ b/embodichain/lab/scripts/generate_video.py
@@ -0,0 +1,162 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from embodichain.utils.logger import log_info, log_warning
+
+import h5py
+import argparse
+import numpy as np
+import os
+
+from tqdm import tqdm
+from dexsim.utility import images_to_video
+from typing import Dict, Callable, Tuple
+from embodichain.utils.visualizer import draw_keypoints, draw_action_distribution
+from embodichain.data.enum import EefType, JointType, Modality, PrivilegeType
+from embodichain.data.data_engine.unified_state import ActionIndicesGenerator
+
+
+class VideoCreator:
+    def __init__(self) -> None:
+        pass
+
+    @staticmethod
+    def _sub_function(
+        images,
+        output_path,
+        video_key,
+        exteroceptions: Dict = None,
+        multiplier: int = 1,
+        drawer: Callable = lambda x: x,
+    ):
+        for key in images.keys():
+            imgs = images[key]
+            if imgs is None:
+                log_warning(f"No images found for key: {key}. Skipping.")
+                continue
+            img_list = []
+            for i in tqdm(range(imgs.shape[0])):
+                image_i = drawer(imgs[i] * multiplier)
+                if exteroceptions is not None and len(exteroceptions[key]) != 0:
+                    image_i = draw_keypoints(
+                        image_i, exteroceptions[key][i].reshape(-1, 2)
+                    )
+                img_list.append(image_i)
+
+            images_to_video(img_list, output_path, f"{key}_{video_key}")
+
+    @staticmethod
+    def monocular_save(
+        observations: Dict,
+        video_key: str,
+        output_path: str,
+        multiplier: int = 1,
+        drawer: Callable = lambda x: x,
+        draw_exteroception: bool = True,
+    ):
+        images = observations[video_key]
+        if (
+            PrivilegeType.EXTEROCEPTION.value in observations.keys()
+            and draw_exteroception
+        ):
+            exteroceptions = observations[PrivilegeType.EXTEROCEPTION.value]
+        else:
+            exteroceptions = None
+        VideoCreator._sub_function(
+            images,
+            output_path,
+            video_key,
+            exteroceptions,
+            multiplier,
+            drawer,
+        )
+
+
+def visualize_data_dict(f: Dict, output_path: str):
+    observations = f["observations"]
+
+    if PrivilegeType.MASK.value in observations.keys():
+        VideoCreator.monocular_save(
+            observations,
+            PrivilegeType.MASK.value,
+            output_path,
+            255,
+            draw_exteroception=False,
+        )
+
+    if Modality.GEOMAP.value in observations.keys():
+        from embodichain.utils.img_utils import gen_disp_colormap
+
+        VideoCreator.monocular_save(
+            observations,
+            Modality.GEOMAP.value,
+            output_path,
+            1,
+            lambda x: (gen_disp_colormap(x).transpose(1, 2, 0) * 255).astype(np.uint8),
+            draw_exteroception=False,
+        )
+
+    VideoCreator.monocular_save(observations, Modality.IMAGES.value, output_path)
+
+
+def main(args):
+
+    data_path = args.data_path
+    output_path = args.output_path
+    assert data_path.endswith(".hdf5"), "Data path must have format of .hdf5"
+    with h5py.File(data_path, "r") as f:
+        from embodichain.data.data_engine.data_dict_extractor import (
+            CompressedVideoHDF5,
+        )
+        import hdfdict
+
+        data = hdfdict.load(data_path)
+        data = CompressedVideoHDF5(output_path).safe_filter(data)
+
+        visualize_data_dict(data, output_path)
+        robot_meta = data["robot_meta"]
+        arm_dofs = robot_meta["arm_dofs"][()]
+        indices_generator = ActionIndicesGenerator(arm_dofs)
+
+        actions = f[Modality.ACTIONS.value][()]
+        key_names = indices_generator.global_mapping.mapping_from_name_to_indices.keys()
+        log_info(f"Arm dofs: {arm_dofs}", color="green")
+        indices_dict = {}
+        for key_name in key_names:
+            indices_dict[key_name] = indices_generator.get([key_name])
+        draw_action_distribution(actions, indices_dict, output_path, smooth=args.smooth)
+
+
+if __name__ == "__main__":
+    import argparse
+
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--data_path", type=str, help="Path to the data file.")
+    parser.add_argument(
+        "--output_path",
+        type=str,
+        help="Path to the output video file.",
+        default="./outputs",
+    )
+    parser.add_argument(
+        "--smooth",
+        action="store_true",
+        default=False,
+        help="whether smooth joints.",
+    )
+    args = parser.parse_args()
+
+    main(args)
diff --git a/embodichain/lab/scripts/preview_env.py b/embodichain/lab/scripts/preview_env.py
new file mode 100644
index 00000000..9357584d
--- /dev/null
+++ b/embodichain/lab/scripts/preview_env.py
@@ -0,0 +1,149 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import gymnasium
+import argparse
+import numpy as np
+
+from embodichain.lab.sim import SimulationManagerCfg
+from embodichain.lab.gym.envs import EmbodiedEnvCfg
+from embodichain.lab.gym.utils.gym_utils import (
+    config_to_cfg,
+)
+from embodichain.utils.utility import load_json
+from embodichain.utils import logger
+
+if __name__ == "__main__":
+    np.set_printoptions(precision=5, suppress=True)
+    torch.set_printoptions(precision=5, sci_mode=False)
+
+    parser = argparse.ArgumentParser()
+    parser.add_argument(
+        "--num_envs",
+        help="The number of environments to run in parallel.",
+        default=1,
+        type=int,
+    )
+    parser.add_argument(
+        "--device",
+        type=str,
+        default="cpu",
+        help="device to run the environment on, e.g., 'cpu' or 'cuda'",
+    )
+    parser.add_argument(
+        "--headless",
+        help="Whether to perform the simulation in headless mode.",
+        default=False,
+        action="store_true",
+    )
+    parser.add_argument(
+        "--enable_rt",
+        help="Whether to use RTX rendering backend for the simulation.",
+        default=False,
+        action="store_true",
+    )
+    parser.add_argument(
+        "--gpu_id",
+        help="The GPU ID to use for the simulation.",
+        default=0,
+        type=int,
+    )
+    parser.add_argument(
+        "--enable_sensors_in_step",
+        help="Whether to enable sensors in each step of the simulation.",
+        default=False,
+        action="store_true",
+    )
+    parser.add_argument("--gym_config", type=str, help="gym_config", default="")
+    parser.add_argument(
+        "--action_config",
+        type=str,
+        help="Path to the action configuration file.",
+        default=None,
+    )
+    parser.add_argument(
+        "--filter_visual_rand",
+        help="Whether to filter out visual randomization.",
+        default=False,
+        action="store_true",
+    )
+
+    args = parser.parse_args()
+
+    """
+    TODO: Currently, this file is only used to preview the template.json config file.
+    We may add more features to support more general case parsing from config files.
+    """
+
+    ##############################################################################################
+    # load gym config
+    gym_config = load_json(args.gym_config)
+    cfg: EmbodiedEnvCfg = config_to_cfg(gym_config)
+    cfg.filter_visual_rand = args.filter_visual_rand
+
+    action_config = {}
+    if args.action_config is not None:
+        action_config = load_json(args.action_config)
+        action_config["action_config"] = action_config
+
+    cfg.num_envs = args.num_envs
+    cfg.sim_cfg = SimulationManagerCfg(
+        headless=args.headless,
+        sim_device=args.device,
+        enable_rt=args.enable_rt,
+        gpu_id=args.gpu_id,
+    )
+
+    env = gymnasium.make(id=gym_config["id"], cfg=cfg, **action_config)
+
+    if args.enable_sensors_in_step is False:
+        pass
+
+    obs, info = env.reset()
+
+    """
+    Run the following code to create a demonstration and perform env steps.
+    
+    ```
+    # Demo version of environment rollout
+    for i in range(10):
+        qpos = env.robot.get_qpos()
+
+        obs, reward, done, truncated, info = env.step(qpos)
+
+    # reset the environment
+    env.reset()
+    ```
+
+    Run the following code to preview the sensor observations.
+
+    ```
+    env.preview_sensor_data("camera")
+    ```
+    """
+
+    end = False
+    while end is False:
+        print("Press `p` to into embed mode to interact with the environment.")
+        print("Press `q` to quit the simulation.")
+        txt = input()
+        if txt == "p":
+            from IPython import embed
+
+            embed()
+        elif txt == "q":
+            end = True
diff --git a/embodichain/lab/scripts/run_env.py b/embodichain/lab/scripts/run_env.py
new file mode 100644
index 00000000..5fcb07fa
--- /dev/null
+++ b/embodichain/lab/scripts/run_env.py
@@ -0,0 +1,301 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import gymnasium
+import numpy as np
+import argparse
+import os
+import torch
+
+from threading import Thread
+
+from embodichain.utils.utility import load_json
+from embodichain.lab.sim import SimulationManagerCfg
+from embodichain.lab.gym.envs import EmbodiedEnvCfg
+from embodichain.lab.gym.utils.gym_utils import (
+    config_to_cfg,
+)
+from embodichain.lab.scripts.generate_video import visualize_data_dict
+from embodichain.data.data_engine.online.online_generator import (
+    OnlineGenerator,
+)
+from embodichain.utils.logger import log_warning, log_info, log_error
+from embodichain.lab.sim.cfg import MarkerCfg
+
+
+def generate_and_execute_action_list(env, idx, debug_mode):
+
+    action_list = env.create_demo_action_list(action_sentence=idx)
+
+    # TODO: To be modified.
+    # if debug_mode:
+    #     env.visual_action(action_list)
+
+    if action_list is None or len(action_list) == 0:
+        log_warning("Action is invalid. Skip to next generation.")
+        return False
+
+    for action in action_list:
+        # Step the environment with the current action
+        obs, reward, terminated, truncated, info = env.step(action)
+
+        # TODO: To be modified.
+        # if debug_mode:
+        #     xpos_dict = env.agent.get_debug_xpos_dict()
+
+        #     for key, val in xpos_dict.items():
+        # env.scene.draw_marker(cfg=MarkerCfg(
+        #     marker_type="axis",
+        #     axis_xpos=val,
+        #     axis_size=0.002,
+        #     axis_len=0.005
+        # ))
+
+        #     for key, val in xpos_dict.items():
+        #         env.scene.remove_fixed_actor(key)
+
+    # TODO: we may assume in export demonstration rollout, there is no truncation from the env.
+    # but truncation is useful to improve the generation efficiency.
+
+    return True
+
+
+def generate_function(
+    env,
+    obj_num,
+    time_id: int = 0,
+    online_training: bool = False,
+    save_path: str = "",
+    save_video: bool = False,
+    debug_mode: bool = False,
+    **kwargs,
+):
+    """
+    Generate and execute a sequence of actions in the environment.
+
+    This function resets the environment, generates and executes action trajectories,
+    collects data, and optionally saves videos of the episodes. It supports both online
+    and offline data generation modes.
+
+    Args:
+        env: The environment instance.
+        obj_num (int): Number of trajectories to generate per episode.
+        time_id (int, optional): Identifier for the current time step or episode.
+        online_training (bool, optional): Whether to use online data generation.
+        save_path (str, optional): Path to save generated videos.
+        save_video (bool, optional): Whether to save episode videos.
+        debug_mode (bool, optional): Enable debug mode for visualization and logging.
+        **kwargs: Additional keyword arguments for data generation.
+
+    Returns:
+        list or bool: Returns a list of data dicts if online_training is True,
+                      otherwise returns True if generation is successful.
+    """
+
+    def wait_for_threads(threads):
+        for t in threads:
+            t.join()
+
+    vis_threads = []
+    valid = True
+    while True:
+        _, _ = env.reset()
+
+        ret = []
+        for trajectory_idx in range(obj_num):
+            valid = generate_and_execute_action_list(env, trajectory_idx, debug_mode)
+
+            if not valid:
+                log_warning("Invalid action, skipping trajectory.")
+                break
+
+            if not debug_mode and env.is_task_success().item():
+                # Create a unique identifier for the dataset entry
+                dataset_id = f"time_{time_id}_trajectory_{trajectory_idx}"
+                if online_training:
+                    dataset_id += "_online_generated"
+                    num_samples = kwargs.get("num_samples", 0)
+                    is_save_dataset = time_id < num_samples
+
+                    data_dict = env.to_dataset(
+                        id=dataset_id if is_save_dataset else None,
+                    )
+
+                    ret.append(data_dict)
+                else:
+                    data_dict = env.to_dataset(
+                        id=dataset_id,
+                    )
+
+                episode = getattr(env, "get_current_episode", lambda: time_id)()
+
+                if save_video:
+                    video_path = os.path.join(save_path, f"episode_{episode}")
+                    if online_training:
+                        vis_thread = Thread(
+                            target=visualize_data_dict,
+                            args=(data_dict["data"], video_path),
+                            daemon=True,
+                        )
+                        vis_thread.start()
+                        vis_threads.append(vis_thread)
+                    else:
+                        visualize_data_dict(data_dict["data"], video_path)
+
+            else:
+                log_warning(f"Task fail, Skip to next generation.")
+                valid = False
+                break
+
+        if valid:
+            break
+        else:
+            log_warning("Reset valid flag to True.")
+            valid = True
+
+    wait_for_threads(vis_threads)
+    return ret if online_training else True
+
+
+def main(args, env, gym_config):
+    is_online_training = os.path.exists(args.online_config)
+    if is_online_training:
+
+        log_info("Start online data generation.", color="green")
+        assert os.path.exists(args.online_config), "{} does not exist.".format(
+            args.online_config
+        )
+
+        online_config = load_json(args.online_config)
+        online_callback = OnlineGenerator(**online_config)
+
+        obj_num = 1
+        generator_func = lambda time_id, **kwargs: generate_function(
+            env,
+            obj_num,
+            time_id,
+            online_training=is_online_training,
+            save_path=args.save_path,
+            save_video=args.save_video,
+            headless=args.headless,
+            **kwargs,
+        )
+        online_callback.generator(generator_func, **online_config)
+    else:
+        log_info("Start offline data generation.", color="green")
+        obj_num = 1
+        for i in range(gym_config["max_episodes"]):
+            generate_function(
+                env,
+                obj_num,
+                i,
+                online_training=is_online_training,
+                save_path=args.save_path,
+                save_video=args.save_video,
+                debug_mode=args.debug_mode,
+            )
+
+    if args.headless:
+        env.reset(options={"final": True})
+
+
+if __name__ == "__main__":
+    np.set_printoptions(5, suppress=True)
+    torch.set_printoptions(precision=5, sci_mode=False)
+
+    parser = argparse.ArgumentParser()
+    # parser.add_argument("--task_type", help="Type of task to perform.")
+    # parser.add_argument("--robot_name", help="Name of the robot.")
+    parser.add_argument(
+        "--num_envs",
+        help="The number of environments to run in parallel.",
+        default=1,
+        type=int,
+    )
+    parser.add_argument(
+        "--device",
+        type=str,
+        default="cpu",
+        help="device to run the environment on, e.g., 'cpu' or 'cuda'",
+    )
+    parser.add_argument(
+        "--headless",
+        help="Whether to perform the simulation in headless mode.",
+        default=False,
+        action="store_true",
+    )
+    parser.add_argument(
+        "--enable_rt",
+        help="Whether to use RTX rendering backend for the simulation.",
+        default=False,
+        action="store_true",
+    )
+    parser.add_argument(
+        "--gpu_id",
+        help="The GPU ID to use for the simulation.",
+        default=0,
+        type=int,
+    )
+    parser.add_argument(
+        "--save_video",
+        help="Whether to save data as video.",
+        default=False,
+        action="store_true",
+    )
+    parser.add_argument(
+        "--save_path", help="path", default="./outputs/thirdviewvideo", type=str
+    )
+    parser.add_argument(
+        "--debug_mode",
+        help="Enable debug mode.",
+        default=False,
+        action="store_true",
+    )
+    parser.add_argument(
+        "--filter_visual_rand",
+        help="Whether to filter out visual randomization.",
+        default=False,
+        action="store_true",
+    )
+
+    parser.add_argument("--online_config", type=str, help="online_config", default="")
+    parser.add_argument("--gym_config", type=str, help="gym_config", default="")
+    parser.add_argument("--action_config", type=str, help="action_config", default=None)
+
+    args = parser.parse_args()
+
+    if args.num_envs != 1:
+        log_error(f"Currently only support num_envs=1, but got {args.num_envs}.")
+
+    gym_config = load_json(args.gym_config)
+    cfg: EmbodiedEnvCfg = config_to_cfg(gym_config)
+    cfg.filter_visual_rand = args.filter_visual_rand
+
+    action_config = {}
+    if args.action_config is not None:
+        action_config = load_json(args.action_config)
+        action_config["action_config"] = action_config
+
+    cfg.num_envs = args.num_envs
+    cfg.sim_cfg = SimulationManagerCfg(
+        headless=args.headless,
+        sim_device=args.device,
+        enable_rt=args.enable_rt,
+        gpu_id=args.gpu_id,
+    )
+
+    env = gymnasium.make(id=gym_config["id"], cfg=cfg, **action_config)
+    main(args, env, gym_config)
diff --git a/embodichain/lab/sim/__init__.py b/embodichain/lab/sim/__init__.py
new file mode 100644
index 00000000..9ec8105a
--- /dev/null
+++ b/embodichain/lab/sim/__init__.py
@@ -0,0 +1,19 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .material import VisualMaterialCfg, VisualMaterial, VisualMaterialInst
+from .common import BatchEntity
+from .sim_manager import *
diff --git a/embodichain/lab/sim/cfg.py b/embodichain/lab/sim/cfg.py
new file mode 100644
index 00000000..396c71f3
--- /dev/null
+++ b/embodichain/lab/sim/cfg.py
@@ -0,0 +1,1051 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+import os
+import numpy as np
+import torch
+
+from typing import Sequence, Union, Dict, Literal, List, Optional, Any
+from dataclasses import field, MISSING
+
+from dexsim.types import (
+    PhysicalAttr,
+    ActorType,
+    AxisArrowType,
+    AxisCornerType,
+    VoxelConfig,
+    SoftBodyAttr,
+    SoftBodyMaterialModel,
+)
+from embodichain.utils import configclass, is_configclass
+from embodichain.data.constants import EMBODICHAIN_DEFAULT_DATA_ROOT
+from embodichain.data import get_data_path
+from embodichain.utils import logger
+from embodichain.utils.utility import key_in_nested_dict
+
+from .shapes import ShapeCfg, MeshCfg
+
+
+@configclass
+class PhysicsCfg:
+    gravity: np.ndarray = field(default_factory=lambda: np.array([0, 0, -9.81]))
+    bounce_threshold: float = 2.0
+    enable_pcm: bool = True
+    enable_tgs: bool = True
+    enable_ccd: bool = False
+    enable_enhanced_determinism: bool = False
+    enable_friction_every_iteration: bool = True
+
+    length_tolerance: float = 0.05
+    """The length tolerance for the simulation.
+    
+    Note: the larger the tolerance, the faster the simulation will be. 
+    """
+    speed_tolerance: float = 0.25
+    """The speed tolerance for the simulation.
+    
+    Note: the larger the tolerance, the faster the simulation will be.
+    """
+
+    def to_dexsim_args(self) -> Dict[str, Any]:
+        """Convert to dexsim physics args dictionary."""
+        args = {
+            "gravity": self.gravity.tolist(),
+            "bounce_threshold": self.bounce_threshold,
+            "enable_pcm": self.enable_pcm,
+            "enable_tgs": self.enable_tgs,
+            "enable_ccd": self.enable_ccd,
+            "enable_enhanced_determinism": self.enable_enhanced_determinism,
+            "enable_friction_every_iteration": self.enable_friction_every_iteration,
+        }
+        return args
+
+
+@configclass
+class MarkerCfg:
+    """Configuration for visual markers in the simulation.
+
+    This class defines properties for creating visual markers such as coordinate frames,
+    lines, and points that can be used for debugging, visualization, or reference purposes
+    in the simulation environment.
+    """
+
+    name: str = "empty-mesh"
+    """Name of the marker for identification purposes."""
+    marker_type: Literal["axis", "line", "point"] = "axis"
+    """Type of marker to display. Can be 'axis' (3D coordinate frame), 'line', or 'point'. (only axis supported now)"""
+    axis_xpos: List[np.ndarray] = None
+    """List of 4x4 transformation matrices defining the position and orientation of each axis marker."""
+    axis_size: float = 0.002
+    """Thickness/size of the axis lines in meters."""
+    axis_len: float = 0.005
+    """Length of each axis arm in meters."""
+    line_color: List[float] = [1, 1, 0, 1.0]
+    """RGBA color values for the marker lines. Values should be between 0.0 and 1.0."""
+    arrow_type: AxisArrowType = AxisArrowType.CONE
+    """Type of arrow head for axis markers (e.g., CONE, ARROW, etc.)."""
+    corner_type: AxisCornerType = AxisCornerType.SPHERE
+    """Type of corner/joint visualization for axis markers (e.g., SPHERE, CUBE, etc.)."""
+    arena_index: int = -1
+    """Index of the arena where the marker should be placed. -1 means all arenas."""
+
+
+@configclass
+class GPUMemoryCfg:
+    """A gpu memory configuration dataclass that neatly holds all parameters that configure physics GPU memory for simulation"""
+
+    temp_buffer_capacity: int = 2**24
+    """Increase this if you get 'PxgPinnedHostLinearMemoryAllocator: overflowing initial allocation size, increase capacity to at least %.' """
+    max_rigid_contact_count: int = 2**19
+    """Increase this if you get 'Contact buffer overflow detected'"""
+    max_rigid_patch_count: int = (
+        2**18
+    )  # 81920 is DexSim default but most tasks work with 2**18
+    """Increase this if you get 'Patch buffer overflow detected'"""
+    heap_capacity: int = 2**26
+    found_lost_pairs_capacity: int = (
+        2**25
+    )  # 262144 is DexSim default but most tasks work with 2**25
+    found_lost_aggregate_pairs_capacity: int = 2**10
+    total_aggregate_pairs_capacity: int = 2**10
+
+
+@configclass
+class RigidBodyAttributesCfg:
+    """Physical attributes for rigid bodies.
+
+    There are three parts of attributes that can be set:
+    1. The dynamic properties, such as mass, damping, etc.
+    2. The collision properties.
+    3. The physics material properties.
+    """
+
+    mass: float = 1.0
+    # set mass to 0 will use density to calculate mass.
+    density: float = 1000.0
+
+    angular_damping: float = 0.7
+    linear_damping: float = 0.7
+    max_depenetration_velocity: float = 10.0
+    sleep_threshold: float = 0.001
+    min_position_iters: int = 4
+    min_velocity_iters: int = 1
+
+    max_linear_velocity: float = 1e2
+    max_angular_velocity: float = 1e2
+
+    # collision properties.
+    enable_ccd: bool = False
+    contact_offset: float = 0.002
+    rest_offset: float = 0.001
+    enable_collision: bool = True
+
+    # physics material properties.
+    restitution: float = 0.0
+    dynamic_friction: float = 0.5
+    static_friction: float = 0.5
+
+    def attr(self) -> PhysicalAttr:
+        """Convert to dexsim PhysicalAttr"""
+        attr = PhysicalAttr()
+        attr.mass = self.mass
+        attr.contact_offset = self.contact_offset
+        attr.rest_offset = self.rest_offset
+        attr.enable_collision = self.enable_collision
+        attr.dynamic_friction = self.dynamic_friction
+        attr.static_friction = self.static_friction
+        attr.angular_damping = self.angular_damping
+        attr.linear_damping = self.linear_damping
+        attr.sleep_threshold = self.sleep_threshold
+        attr.restitution = self.restitution
+        attr.enable_ccd = self.enable_ccd
+        attr.max_depenetration_velocity = self.max_depenetration_velocity
+        attr.min_position_iters = self.min_position_iters
+        attr.min_velocity_iters = self.min_velocity_iters
+        return attr
+
+    @classmethod
+    def from_dict(
+        cls, init_dict: Dict[str, Union[str, float, int]]
+    ) -> RigidBodyAttributesCfg:
+        """Initialize the configuration from a dictionary."""
+        cfg = cls()
+        for key, value in init_dict.items():
+            if hasattr(cfg, key):
+                setattr(cfg, key, value)
+            else:
+                logger.log_warning(
+                    f"Key '{key}' not found in {cfg.__class__.__name__}."
+                )
+        return cfg
+
+
+@configclass
+class SoftbodyVoxelAttributesCfg:
+    # voxel config
+    triangle_remesh_resolution: int = 8
+    """Resolution to remesh the softbody mesh before building physx collision mesh."""
+
+    triangle_simplify_target: int = 0
+    """Simplify mesh faces to target value. Do nothing if this value is zero."""
+
+    # TODO: this value will be automatically computed with simulation_mesh_resolution and mesh scale.
+    maximal_edge_length: float = 0
+    # """To shorten edges that are too long, additional points get inserted at their center leading to a subdivision of the input mesh. Do nothing if this value is zero."""
+
+    simulation_mesh_resolution: int = 8
+    """Resolution to build simulation voxelize textra mesh. This value must be greater than 0."""
+
+    simulation_mesh_output_obj: bool = False
+    """Whether to output the simulation mesh as an obj file for debugging."""
+
+    def attr(self) -> VoxelConfig:
+        """Convert to dexsim VoxelConfig"""
+        attr = VoxelConfig()
+        attr.triangle_remesh_resolution = self.triangle_remesh_resolution
+        attr.maximal_edge_length = self.maximal_edge_length
+        attr.simulation_mesh_resolution = self.simulation_mesh_resolution
+        attr.triangle_simplify_target = self.triangle_simplify_target
+        return attr
+
+
+@configclass
+class SoftbodyPhysicalAttributesCfg:
+    # material properties
+    youngs: float = 1e6
+    """Young's modulus (higher = stiffer)."""
+
+    poissons: float = 0.45
+    """Poisson's ratio (higher = closer to incompressible)."""
+
+    dynamic_friction: float = 0.0
+    """Dynamic friction coefficient."""
+
+    elasticity_damping: float = 0.0
+    """Elasticity damping factor."""
+
+    # soft body properties
+    material_model: SoftBodyMaterialModel = SoftBodyMaterialModel.CO_ROTATIONAL
+    """Material constitutive model."""
+
+    # --- Mode / collision switches ---
+    enable_kinematic: bool = False
+    """If True, (partially) kinematic behavior is enabled."""
+
+    enable_ccd: bool = False
+    """Enable continuous collision detection (CCD)."""
+
+    enable_self_collision: bool = False
+    """Enable self-collision handling."""
+
+    has_gravity: bool = True
+    """Whether the soft body is affected by gravity."""
+
+    # --- Self-collision & simplification parameters ---
+    self_collision_stress_tolerance: float = 0.9
+    """Stress tolerance threshold for self-collision constraints."""
+
+    collision_mesh_simplification: bool = True
+    """Whether to simplify the collision mesh for self-collision."""
+
+    self_collision_filter_distance: float = 0.1
+    """Distance threshold below which vertex pairs may be filtered from self-collision checks."""
+
+    # --- Damping, sleep & settling ---
+    vertex_velocity_damping: float = 0.005
+    """Per-vertex velocity damping."""
+
+    linear_damping: float = 0.0
+    """Global linear damping applied to the soft body."""
+
+    sleep_threshold: float = 0.05
+    """Velocity/energy threshold below which the soft body can go to sleep."""
+
+    settling_threshold: float = 0.1
+    """Threshold used to decide convergence/settling state."""
+
+    settling_damping: float = 10.0
+    """Additional damping applied during settling phase."""
+
+    # --- Mass / density & velocity limits ---
+    mass: float = -1.0
+    """Total mass of the soft body. If set to a negative value, density will be used to compute mass."""
+
+    density: float = 1000.0
+    """Material density in kg/m^3."""
+
+    max_depenetration_velocity: float = 1e6
+    """Maximum velocity used to resolve penetrations. Must be larger than zero."""
+
+    max_velocity: float = 100
+    """Clamp for linear (or vertex) velocity. If set to zero, the limit is ignored."""
+
+    # --- Solver iteration counts ---
+    min_position_iters: int = 4
+    """Minimum solver iterations for position correction."""
+
+    min_velocity_iters: int = 1
+    """Minimum solver iterations for velocity updates."""
+
+    def attr(self) -> SoftBodyAttr:
+        attr = SoftBodyAttr()
+        attr.youngs = self.youngs
+        attr.poissons = self.poissons
+        attr.dynamic_friction = self.dynamic_friction
+        attr.elasticity_damping = self.elasticity_damping
+        attr.material_model = self.material_model
+        attr.enable_kinematic = self.enable_kinematic
+        attr.enable_ccd = self.enable_ccd
+        attr.enable_self_collision = self.enable_self_collision
+        attr.has_gravity = self.has_gravity
+        attr.self_collision_stress_tolerance = self.self_collision_stress_tolerance
+        attr.collision_mesh_simplification = self.collision_mesh_simplification
+        attr.vertex_velocity_damping = self.vertex_velocity_damping
+        attr.mass = self.mass
+        attr.density = self.density
+        attr.max_depenetration_velocity = self.max_depenetration_velocity
+        attr.max_velocity = self.max_velocity
+        attr.self_collision_filter_distance = self.self_collision_filter_distance
+        attr.linear_damping = self.linear_damping
+        attr.sleep_threshold = self.sleep_threshold
+        attr.settling_threshold = self.settling_threshold
+        attr.settling_damping = self.settling_damping
+        attr.min_position_iters = self.min_position_iters
+        attr.min_velocity_iters = self.min_velocity_iters
+        return attr
+
+
+@configclass
+class JointDrivePropertiesCfg:
+    """Properties to define the drive mechanism of a joint."""
+
+    drive_type: Literal["force", "acceleration"] = "force"
+    """Joint drive type to apply.
+
+    If the drive type is "force", then the joint is driven by a force and the acceleration is computed based on the force applied.
+    If the drive type is "acceleration", then the joint is driven by an acceleration and the force is computed based on the acceleration applied.
+    """
+
+    stiffness: Union[Dict[str, float], float] = 1e3
+    """Stiffness of the joint drive.
+
+    The unit depends on the joint model:
+
+    * For linear joints, the unit is kg-m/s^2 (N/m).
+    * For angular joints, the unit is kg-m^2/s^2/rad (N-m/rad).
+    """
+
+    damping: Union[Dict[str, float], float] = 1e2
+    """Damping of the joint drive.
+
+    The unit depends on the joint model:
+
+    * For linear joints, the unit is kg-m/s (N-s/m).
+    * For angular joints, the unit is kg-m^2/s/rad (N-m-s/rad).
+    """
+
+    max_effort: Union[Dict[str, float], float] = 1e10
+    """Maximum effort that can be applied to the joint (in kg-m^2/s^2)."""
+
+    max_velocity: Union[Dict[str, float], float] = 1e10
+    """Maximum velocity that the joint can reach (in rad/s or m/s).
+
+    For linear joints, this is the maximum linear velocity with unit m/s.
+    For angular joints, this is the maximum angular velocity with unit rad/s.
+    """
+
+    friction: Union[Dict[str, float], float] = 0.0
+    """Friction coefficient of the joint"""
+
+    @classmethod
+    def from_dict(
+        cls, init_dict: Dict[str, Union[str, float, int]]
+    ) -> JointDrivePropertiesCfg:
+        """Initialize the configuration from a dictionary."""
+        cfg = cls()
+        for key, value in init_dict.items():
+            if hasattr(cfg, key):
+                setattr(cfg, key, value)
+            else:
+                logger.log_warning(
+                    f"Key '{key}' not found in {cfg.__class__.__name__}."
+                )
+        return cfg
+
+
+@configclass
+class ObjectBaseCfg:
+    """Base configuration for an asset in the simulation.
+
+    This class defines the basic properties of an asset, such as its type, initial state, and collision group.
+    It is used as a base class for specific asset configurations.
+    """
+
+    uid: Union[str, None] = None
+
+    init_pos: tuple[float, float, float] = (0.0, 0.0, 0.0)
+    """Position of the root in simulation world frame. Defaults to (0.0, 0.0, 0.0)."""
+
+    init_rot: tuple[float, float, float] = (0.0, 0.0, 0.0)
+    """Euler angles (in degree) of the root in simulation world frame. Defaults to (0.0, 0.0, 0.0)."""
+
+    init_local_pose: Optional[np.ndarray] = None
+    """4x4 transformation matrix of the root in local frame. If specified, it will override init_pos and init_rot."""
+
+    @classmethod
+    def from_dict(cls, init_dict: Dict[str, Union[str, float, tuple]]) -> ObjectBaseCfg:
+        """Initialize the configuration from a dictionary."""
+        cfg = cls()  # Create a new instance of the class (cls)
+        for key, value in init_dict.items():
+            if hasattr(cfg, key):
+                attr = getattr(cfg, key)
+                if is_configclass(attr):
+                    setattr(
+                        cfg, key, attr.from_dict(value)
+                    )  # Call from_dict on the attribute
+                else:
+                    setattr(cfg, key, value)
+            else:
+                logger.log_warning(
+                    f"Key '{key}' not found in {cfg.__class__.__name__}."
+                )
+
+        # Automatically infer init_local_pose if not provided
+        if cfg.init_local_pose is None:
+            # If only init_pos or init_rot are provided, generate the 4x4 pose matrix
+            from scipy.spatial.transform import Rotation as R
+
+            T = np.eye(4)
+            T[:3, 3] = np.array(cfg.init_pos)
+            T[:3, :3] = R.from_euler("xyz", np.deg2rad(cfg.init_rot)).as_matrix()
+            cfg.init_local_pose = T
+        else:
+            # If only init_local_pose is provided, extract init_pos and init_rot
+            from scipy.spatial.transform import Rotation as R
+
+            T = np.array(cfg.init_local_pose)
+            cfg.init_pos = tuple(T[:3, 3])
+            cfg.init_rot = tuple(R.from_matrix(T[:3, :3]).as_euler("xyz", degrees=True))
+
+        return cfg
+
+
+@configclass
+class LightCfg(ObjectBaseCfg):
+    """Configuration for a light asset in the simulation.
+
+    This class extends the base asset configuration to include specific properties for lights,
+    """
+
+    # TODO: to be added more light type, such as spot, sun, etc.
+    light_type: Literal["point"] = "point"
+
+    color: tuple[float, float, float] = (1.0, 1.0, 1.0)
+
+    intensity: float = 50.0
+    """Intensity of the light source with unit of watts/m^2."""
+
+    radius: float = 1e2
+    """Falloff of the light, only used for point light."""
+
+
+@configclass
+class RigidObjectCfg(ObjectBaseCfg):
+    """Configuration for a rigid body asset in the simulation.
+
+    This class extends the base asset configuration to include specific properties for rigid bodies,
+    such as physical attributes and collision group.
+    """
+
+    shape: ShapeCfg = ShapeCfg()
+    """Shape configuration for the rigid body. """
+
+    # TODO: supoort basic primitive shapes, such as box, sphere, etc cfg and spawn method.
+
+    attrs: RigidBodyAttributesCfg = RigidBodyAttributesCfg()
+
+    body_type: Literal["dynamic", "kinematic", "static"] = "dynamic"
+
+    max_convex_hull_num: int = 1
+    """The maximum number of convex hulls that will be created for the rigid body.
+
+    If `max_convex_hull_num` is set to larger than 1, the rigid body will be decomposed into multiple convex hulls using coacd alogorithm.
+    Reference: https://github.com/SarahWeiii/CoACD
+    """
+
+    body_scale: Union[tuple, list] = (1.0, 1.0, 1.0)
+    """Scale of the rigid body in the simulation world frame."""
+
+    def to_dexsim_body_type(self) -> ActorType:
+        """Convert the body type to dexsim ActorType."""
+        if self.body_type == "dynamic":
+            return ActorType.DYNAMIC
+        elif self.body_type == "kinematic":
+            return ActorType.KINEMATIC
+        elif self.body_type == "static":
+            return ActorType.STATIC
+        else:
+            logger.log_error(
+                f"Invalid body type '{self.body_type}' specified. Must be one of 'dynamic', 'kinematic', or 'static'."
+            )
+
+
+@configclass
+class SoftObjectCfg(ObjectBaseCfg):
+    """Configuration for a soft body asset in the simulation.
+
+    This class extends the base asset configuration to include specific properties for soft bodies,
+    such as physical attributes and collision group.
+    """
+
+    voxel_attr: SoftbodyVoxelAttributesCfg = SoftbodyVoxelAttributesCfg()
+    """Tetra mesh voxelization attributes for the soft body."""
+
+    physical_attr: SoftbodyPhysicalAttributesCfg = SoftbodyPhysicalAttributesCfg()
+    """Physical attributes for the soft body."""
+
+    shape: MeshCfg = MeshCfg()
+    """Mesh configuration for the soft body."""
+
+
+@configclass
+class RigidObjectGroupCfg:
+    """Configuration for a rigid object group asset in the simulation.
+
+    Rigid object groups can be initialized from multiple rigid object configurations specified in a folder.
+    If `folder_path` is specified, user should provide a RigidObjectCfg in `rigid_objects` as a template configuration for
+    all objects in the group.
+
+    For example:
+    ```python
+    rigid_object_group: RigidObjectGroupCfg(
+        folder_path="path/to/folder",
+        max_num=5,
+        rigid_objects={
+            "template_obj": RigidObjectCfg(
+                shape=MeshCfg(
+                    fpath="",  # fpath will be ignored when folder_path is specified
+                ),
+                body_type="dynamic",
+            )
+        }
+    )
+    """
+
+    uid: Union[str, None] = None
+
+    rigid_objects: Dict[str, RigidObjectCfg] = MISSING
+    """Configuration for the rigid objects in the group."""
+
+    body_type: Literal["dynamic", "kinematic"] = "dynamic"
+    """Body type for all rigid objects in the group. """
+
+    folder_path: Optional[str] = None
+    """Path to the folder containing the rigid object assets.
+    
+    This is used to initialize multiple rigid object configurations from a folder.
+    """
+
+    max_num: int = 1
+    """Maximum number of rigid objects to initialize from the folder.
+    
+    This is only used when `folder_path` is specified.
+    """
+
+    ext: str = ".obj"
+    """File extension for the rigid object assets.
+    
+    This is only used when `folder_path` is specified.
+    """
+
+    @classmethod
+    def from_dict(cls, init_dict: Dict[str, Any]) -> RigidObjectGroupCfg:
+        """Initialize the configuration from a dictionary."""
+        cfg = cls()
+        for key, value in init_dict.items():
+            if hasattr(cfg, key):
+                attr = getattr(cfg, key)
+                if is_configclass(attr):
+                    setattr(
+                        cfg, key, attr.from_dict(value)
+                    )  # Call from_dict on the attribute
+                elif key == "rigid_objects" and "folder_path" not in init_dict:
+                    rigid_objects_cfg = {}
+                    for obj_name, obj_cfg in value.items():
+                        rigid_objects_cfg[obj_name] = RigidObjectCfg.from_dict(obj_cfg)
+                    setattr(cfg, key, rigid_objects_cfg)
+                elif key == "rigid_objects" and "folder_path" in init_dict:
+                    folder_path = init_dict["folder_path"]
+                    max_num = init_dict.get("max_num", 1)
+                    rigid_objects_cfg = {}
+                    if os.path.exists(folder_path) and os.path.isdir(folder_path):
+                        files = os.listdir(folder_path)
+                        files = [f for f in files if f.endswith(cfg.ext)]
+                        # select files up to max_num
+                        n_file = len(files)
+                        select_files = []
+                        for i in range(max_num):
+                            select_files.append(files[i % n_file])
+
+                        for i, file_name in enumerate(select_files):
+                            file_path = os.path.join(folder_path, file_name)
+                            rigid_obj_cfg: RigidObjectCfg = RigidObjectCfg.from_dict(
+                                list(init_dict["rigid_objects"].values())[0]
+                            )
+                            rigid_obj_cfg.uid = f"{cfg.uid}_obj_{i}"
+                            rigid_obj_cfg.shape.fpath = file_path
+                            rigid_objects_cfg[rigid_obj_cfg.uid] = rigid_obj_cfg
+                        setattr(cfg, "rigid_objects", rigid_objects_cfg)
+                    else:
+                        logger.log_error(
+                            f"Folder '{folder_path}' does not exist or is not a directory."
+                        )
+                else:
+                    setattr(cfg, key, value)
+            else:
+                logger.log_warning(
+                    f"Key '{key}' not found in {cfg.__class__.__name__}."
+                )
+        return cfg
+
+
+@configclass
+class URDFCfg:
+    """Standalone configuration class for URDF assembly."""
+
+    components: Dict[str, Dict[str, Union[str, Dict, np.ndarray]]] = field(
+        default_factory=dict
+    )
+    """Dictionary of robot components to be assembled."""
+
+    sensors: Dict[str, Dict[str, Union[str, np.ndarray]]] = field(default_factory=dict)
+    """Dictionary of sensors to be attached to the robot."""
+
+    use_signature_check: bool = True
+    """Whether to use signature check when merging URDFs."""
+
+    base_link_name: str = "base_link"
+    """Name of the base link in the assembled robot."""
+
+    fpath: Optional[str] = None
+    """Full output file path for the assembled URDF. If specified, overrides fname and fpath_prefix."""
+
+    fname: Optional[str] = None
+    """Name used for output file and directory. If not specified, auto-generated from component names."""
+
+    fpath_prefix: str = EMBODICHAIN_DEFAULT_DATA_ROOT + "/assembled"
+    """Output directory prefix for the assembled URDF file."""
+
+    def __init__(
+        self,
+        components: Optional[List[Dict[str, Union[str, np.ndarray]]]] = None,
+        sensors: Optional[Dict[str, Dict[str, Union[str, np.ndarray]]]] = None,
+        fpath: Optional[str] = None,
+        fname: Optional[str] = None,
+        fpath_prefix: str = EMBODICHAIN_DEFAULT_DATA_ROOT + "/assembled",
+        use_signature_check: bool = True,
+        base_link_name: str = "base_link",
+    ):
+        """
+        Initialize URDFCfg with optional list of components and output path settings.
+
+        Args:
+            components (Optional[List[Dict]]): List of component configurations. Each dict should contain:
+                - 'component_type' (str): The type/name of the component (e.g., 'chassis', 'arm', 'hand').
+                - 'urdf_path' (str): Path to the component's URDF file.
+                - 'transform' (Optional[np.ndarray]): 4x4 transformation matrix (optional).
+                - Additional params can be included as extra keys.
+            sensors (Optional[Dict]): Sensor configurations for the robot.
+            fpath (Optional[str]): Full output file path for the assembled URDF. If specified, overrides fname and fpath_prefix.
+            fname (Optional[str]): Name used for output file and directory. If not specified, auto-generated from component names.
+            fpath_prefix (str): Output directory prefix for the assembled URDF file.
+            use_signature_check (bool): Whether to use signature check when merging URDFs.
+            base_link_name (str): Name of the base link in the assembled robot.
+        """
+        self.components = {}
+        self.sensors = sensors or {}
+        self.fpath = fpath
+        self.use_signature_check = use_signature_check
+        self.base_link_name = base_link_name
+        self.fname = fname
+        self.fpath_prefix = fpath_prefix
+
+        # Auto-add components if provided
+        if components:
+            for comp_config in components:
+                if not isinstance(comp_config, dict):
+                    logger.log_error(
+                        f"Component configuration must be a dict, got {type(comp_config)}"
+                    )
+                    continue
+
+                # Extract required fields
+                component_type = comp_config.get("component_type")
+                urdf_path = comp_config.get("urdf_path")
+
+                if not component_type or not urdf_path:
+                    logger.log_error(
+                        f"Component configuration must contain 'component_type' and 'urdf_path', got {comp_config}"
+                    )
+                    continue
+
+                # Extract optional fields
+                transform = comp_config.get("transform", np.eye(4))
+
+                # Extract additional params (exclude known keys)
+                params = {
+                    k: v
+                    for k, v in comp_config.items()
+                    if k not in ["component_type", "urdf_path", "transform"]
+                }
+
+                # Add the component
+                self.add_component(component_type, urdf_path, transform, **params)
+
+        if sensors is not None:
+            if not isinstance(sensors, list):
+                logger.log_error(
+                    f"sensors must be a list of dicts, got {type(sensors)}"
+                )
+                self.sensors = []
+            else:
+                # Optionally check each sensor dict
+                valid_sensors = []
+                for sensor_config in sensors:
+                    if not isinstance(sensor_config, dict):
+                        logger.log_error(
+                            f"Sensor configuration must be a dict, got {type(sensor_config)}"
+                        )
+                        continue
+                    sensor_name = sensor_config.get("sensor_name")
+                    if not sensor_name:
+                        logger.log_error(
+                            f"Sensor configuration must contain 'sensor_name', got {sensor_config}"
+                        )
+                        continue
+                    valid_sensors.append(sensor_config)
+                self.sensors = valid_sensors
+
+    def set_urdf(self, urdf_path: str) -> "URDFCfg":
+        """Directly specify a single URDF file for the robot, compatible with the single-URDF robot case.
+
+        Args:
+            urdf_path (str): Path to the robot's URDF file.
+
+        Returns:
+            URDFCfg: Returns self to allow method chaining.
+        """
+        self.components.clear()
+        urdf_file = os.path.splitext(os.path.basename(urdf_path))[0]
+        self.components[urdf_file] = {
+            "urdf_path": urdf_path,
+            "transform": None,
+            "params": {},
+        }
+        self.fpath = urdf_path
+        return self
+
+    def add_component(
+        self,
+        component_type: str,
+        urdf_path: str,
+        transform: Optional[np.ndarray] = None,
+        **params,
+    ) -> URDFCfg:
+        """Add a robot component to the assembly configuration.
+
+        Args:
+            component_type (str): The type/name of the component. Should be one of SUPPORTED_COMPONENTS
+                (e.g., 'chassis', 'torso', 'head', 'left_arm', 'right_hand', 'arm', 'hand', etc.).
+            urdf_path (str): Path to the component's URDF file.
+            transform (Optional[np.ndarray]): 4x4 transformation matrix for the component in the robot frame (default: None).
+            **params: Additional keyword parameters for the component (e.g., color, material, etc.).
+
+        Returns:
+            URDFCfg: Returns self to allow method chaining.
+        """
+        if urdf_path:
+            if not os.path.exists(urdf_path):
+                urdf_path_candidate = get_data_path(urdf_path)
+                if os.path.exists(urdf_path_candidate):
+                    urdf_path = urdf_path_candidate
+                else:
+                    logger.log_error(f"URDF path '{urdf_path}' does not exist.")
+                    raise FileNotFoundError(f"URDF path '{urdf_path}' does not exist.")
+
+        self.components[component_type] = {
+            "urdf_path": urdf_path,
+            "transform": np.array(transform),
+            "params": params,
+        }
+
+        if self.fname:
+            self.fpath = f"{self.fpath_prefix}/{self.fname}/{self.fname}.urdf"
+        else:
+            # Update output_path to use all component urdf file names joined by underscores as directory
+            if len(self.components) == 1:
+                # Only one component, use its urdf file name
+                urdf_file = os.path.splitext(os.path.basename(urdf_path))[0]
+                name = urdf_file
+            else:
+                # Multiple components, join all urdf file names
+                urdf_files = [
+                    os.path.splitext(os.path.basename(v["urdf_path"]))[0]
+                    for v in self.components.values()
+                ]
+                name = "_".join(urdf_files)
+            self.fpath = f"{self.fpath_prefix}/{name}/{name}.urdf"
+
+        return self
+
+    def add_sensor(self, sensor_name: str, **sensor_config) -> URDFCfg:
+        """Add a sensor to the robot configuration.
+
+        Args:
+            sensor_name (str): The name of the sensor.
+            **sensor_config: Additional configuration parameters for the sensor.
+
+        Returns:
+            URDFCfg: Returns self to allow method chaining.
+        """
+        self.sensors.append({"sensor_name": sensor_name, **sensor_config})
+        return self
+
+    def assemble_urdf(self) -> str:
+        """Assemble URDF files for the robot based on the configuration.
+
+        Returns:
+            str: The path to the resulting (possibly merged) URDF file.
+        """
+        components = list(self.components.items())
+        # If there is only one component, return its URDF path directly.
+        if len(components) == 1:
+            _, comp_config = components[0]
+            return comp_config["urdf_path"]
+
+        from embodichain.toolkits.urdf_assembly import URDFAssemblyManager
+
+        # If there are multiple components, merge them into a single URDF file.
+        manager = URDFAssemblyManager()
+        manager.base_link_name = self.base_link_name
+        for comp_type, comp_config in components:
+            params = comp_config.get("params", {})
+            success = manager.add_component(
+                comp_type,
+                comp_config["urdf_path"],
+                comp_config.get("transform"),
+                **params,
+            )
+            if not success:
+                logger.log_error(
+                    f"Failed to add component '{comp_type}' with config: {comp_config}"
+                )
+
+        for sensor in self.sensors:
+            manager.attach_sensor(
+                sensor_name=sensor.get("sensor_name"),
+                sensor_source=sensor.get("sensor_source"),
+                parent_component=sensor.get("parent_component"),
+                parent_link=sensor.get("parent_link"),
+                sensor_type=sensor.get("sensor_type"),
+                **{
+                    k: v
+                    for k, v in sensor.items()
+                    if k
+                    not in [
+                        "sensor_name",
+                        "sensor_source",
+                        "parent_component",
+                        "parent_link",
+                        "sensor_type",
+                    ]
+                },
+            )
+
+        try:
+            # Merge all added components into a single URDF file at the specified output path.
+            merged_urdf_xml = manager.merge_urdfs(self.fpath, self.use_signature_check)
+        except Exception as e:
+            logger.log_error(f"URDF merge failed: {e}")
+
+        return self.fpath
+
+    @classmethod
+    def from_dict(cls, init_dict: Dict) -> "URDFCfg":
+        if isinstance(init_dict, cls):
+            return init_dict
+        components = init_dict.get("components", None)
+        if isinstance(components, dict):
+            components = [{"component_type": k, **v} for k, v in components.items()]
+        sensors = init_dict.get("sensors", None)
+        fpath = init_dict.get("fpath", None)
+        use_signature_check = init_dict.get("use_signature_check", True)
+        base_link_name = init_dict.get("base_link_name", "base_link")
+        return cls(
+            components=components,
+            sensors=sensors,
+            fpath=fpath,
+            use_signature_check=use_signature_check,
+            base_link_name=base_link_name,
+        )
+
+
+@configclass
+class ArticulationCfg(ObjectBaseCfg):
+    """Configuration for an articulation asset in the simulation.
+
+    This class extends the base asset configuration to include specific properties for articulations,
+    such as joint drive properties, physical attributes.
+    """
+
+    fpath: str = None
+    """Path to the articulation asset file."""
+
+    drive_pros: JointDrivePropertiesCfg = JointDrivePropertiesCfg()
+    """Properties to define the drive mechanism of a joint."""
+
+    attrs: RigidBodyAttributesCfg = RigidBodyAttributesCfg()
+    """Physical attributes for all links . """
+
+    fix_base: bool = True
+    """Whether to fix the base of the articulation.
+
+    Set to True for articulations that should not move, such as a fixed base robot arm or a door.
+    Set to False for articulations that should move freely, such as a mobile robot or a humanoid robot.
+    """
+
+    disable_self_collision: bool = True
+    """Whether to enable or disable self-collisions."""
+
+    init_qpos: Union[torch.Tensor, np.ndarray, Sequence[float]] = None
+    """Initial joint positions of the articulation. 
+    
+    If None, the joint positions will be set to zero.
+    If provided, it should be a array of shape (num_joints,).
+    """
+
+    sleep_threshold: float = 0.005
+    """Energy below which the articulation may go to sleep. Range: [0, max_float32]"""
+
+    min_position_iters: int = 4
+    """Number of position iterations the solver should perform for this articulation. Range: [1,255]."""
+
+    min_velocity_iters: int = 1
+    """Number of velocity iterations the solver should perform for this articulation. Range: [0,255]."""
+
+
+@configclass
+class RobotCfg(ArticulationCfg):
+    from embodichain.lab.sim.solvers import SolverCfg
+
+    """Configuration for a robot asset in the simulation.
+
+    # TODO: solver and motion planner may not be configurable inside the robot.
+    # But currently we put them here and could be moved if necessary.
+    """
+
+    control_parts: Union[Dict[str, List[str]], None] = None
+    """Control parts is the mapping from part name to joint names.
+
+    For example, {'left_arm': ['joint1', 'joint2'], 'right_arm': ['joint3', 'joint4']}
+    If no control part is specified, the robot will use all joints as a single control part.
+
+    Note: 
+        - if `control_parts` is specified, `solver_cfg` must be a dict with part names as
+            keys corresponding to the control parts name.
+        - The joint names in the control parts support regular expressions, e.g., 'joint[1-6]'.
+            After initialization of robot, the names will be expanded to a list of full joint names.
+    """
+
+    urdf_cfg: Optional[URDFCfg] = None
+    """URDF assembly configuration which allows for assembling a robot from multiple URDF components.
+    """
+
+    # TODO: how to support one solver for multiple parts?
+    solver_cfg: Union[SolverCfg, Dict[str, SolverCfg], None] = None
+    """Solver is used to compute forward and inverse kinematics for the robot.
+    """
+
+    @classmethod
+    def from_dict(cls, init_dict: Dict[str, Union[str, float, tuple]]) -> RobotCfg:
+        """Initialize the configuration from a dictionary."""
+        if isinstance(init_dict, cls):
+            return init_dict
+
+        import importlib
+
+        solver_module = importlib.import_module("embodichain.lab.sim.solvers")
+
+        cfg = cls()  # Create a new instance of the class (cls)
+        for key, value in init_dict.items():
+            if hasattr(cfg, key):
+                attr = getattr(cfg, key)
+                if key == "urdf_cfg":
+                    from embodichain.lab.sim.cfg import URDFCfg
+
+                    setattr(cfg, key, URDFCfg.from_dict(value))
+                elif is_configclass(attr):
+                    setattr(
+                        cfg, key, attr.from_dict(value)
+                    )  # Call from_dict on the attribute
+                elif "class_type" in value:
+                    setattr(
+                        cfg,
+                        key,
+                        getattr(solver_module, f"{value['class_type']}Cfg").from_dict(
+                            value
+                        ),
+                    )
+                elif isinstance(value, dict) and key_in_nested_dict(
+                    value, "class_type"
+                ):
+                    setattr(
+                        cfg,
+                        key,
+                        {
+                            k: getattr(
+                                solver_module, f"{v['class_type']}Cfg"
+                            ).from_dict(v)
+                            for k, v in value.items()
+                        },
+                    )
+
+                else:
+                    setattr(cfg, key, value)
+            else:
+                logger.log_warning(
+                    f"Key '{key}' not found in {cfg.__class__.__name__}."
+                )
+        return cfg
+
+    def build_pk_serial_chain(
+        self, device: torch.device = torch.device("cpu"), **kwargs
+    ) -> Dict[str, "pk.SerialChain"]:
+        """Build the serial chain from the URDF file.
+
+        Note:
+            This method is usually used in imitation dataset saving (compute eef pose from qpos using FK)
+            and model training (provide a differentiable FK layer or loss computation).
+
+        Args:
+            device (torch.device): The device to which the chain will be moved. Defaults to CPU.
+            **kwargs: Additional arguments for building the serial chain.
+
+        Returns:
+            Dict[str, pk.SerialChain]: The serial chain of the robot for specified control part.
+        """
+        return {}
diff --git a/embodichain/lab/sim/common.py b/embodichain/lab/sim/common.py
new file mode 100644
index 00000000..d129b5a6
--- /dev/null
+++ b/embodichain/lab/sim/common.py
@@ -0,0 +1,105 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import torch
+
+from dataclasses import dataclass
+from abc import ABC, abstractmethod
+from typing import List, TypeVar, Sequence, Optional
+from functools import cached_property
+
+from embodichain.lab.sim.cfg import ObjectBaseCfg
+from embodichain.utils import logger
+
+T = TypeVar("T")
+
+
+@dataclass
+class BatchEntity(ABC):
+    """Abstract base class for batch entity in the simulation engine.
+
+    This class defines the interfaces for managing and manipulating a batch of entity.
+    A single entity could be one of the following assets:
+    - actor (eg. rigid object)
+    - articulation (eg. robot)
+    - camera
+    - light
+    - sensor (eg. force sensor)
+
+    """
+
+    uid: Optional[str] = None
+    cfg: ObjectBaseCfg = None
+    _entities: List[T] = None
+    device: torch.device = None
+
+    def __init__(
+        self,
+        cfg: ObjectBaseCfg,
+        entities: List[T] = None,
+        device: torch.device = torch.device("cpu"),
+    ) -> None:
+
+        if entities is None or len(entities) == 0:
+            logger.log_error("Invalid entities list: must not be empty.")
+
+        self.cfg = cfg.copy()
+        self.uid = self.cfg.uid
+        if self.uid is None:
+            logger.log_error("UID must be set in the configuration.")
+        self._entities = entities
+        self.device = device
+
+        self.reset()
+
+    def __str__(self) -> str:
+        return f"{self.__class__}: managing {self.num_instances} {self._entities[0].__class__} objects | uid: {self.uid} | device: {self.device}"
+
+    def __repr__(self) -> str:
+        return self.__str__()
+
+    @property
+    def num_instances(self) -> int:
+        return len(self._entities)
+
+    @abstractmethod
+    def set_local_pose(
+        self, pose: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+    ) -> None:
+        pass
+
+    @abstractmethod
+    def get_local_pose(self, to_matrix: bool = False) -> torch.Tensor:
+        pass
+
+    @property
+    def pose(self) -> torch.Tensor:
+        return self.get_local_pose(to_matrix=False)
+
+    @abstractmethod
+    def reset(self, env_ids: Optional[Sequence[int]] = None) -> None:
+        """Reset the entity to its initial state.
+
+        Args:
+            env_ids (Optional[Sequence[int]]): The environment IDs to reset. If None, reset all environments.
+        """
+        pass
+
+    def destroy(self) -> None:
+        """Destroy all entities managed by this batch entity."""
+        pass
diff --git a/embodichain/lab/sim/material.py b/embodichain/lab/sim/material.py
new file mode 100644
index 00000000..fe6ad0db
--- /dev/null
+++ b/embodichain/lab/sim/material.py
@@ -0,0 +1,386 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import copy
+import torch
+import dexsim
+import numpy as np
+
+from typing import Optional, Dict, Union
+from functools import cached_property
+
+from dexsim.engine import MaterialInst, Material
+from embodichain.lab.sim.utility import is_rt_enabled
+from embodichain.utils import configclass, logger
+
+
+@configclass
+class VisualMaterialCfg:
+    """Configuration for visual material with PBR properties for rasterization and ray tracing."""
+
+    uid: str = "default_mat"
+
+    # Basic PBR properties
+    base_color: list = [0.5, 0.5, 0.5, 1.0]
+    """Base color/diffuse color (RGBA)"""
+
+    metallic: float = 0.0
+    """Metallic factor (0.0 = dielectric, 1.0 = metallic)"""
+
+    roughness: float = 0.5
+    """Surface roughness (0.0 = smooth, 1.0 = rough)"""
+
+    # Additional PBR properties
+    emissive: list = [0.0, 0.0, 0.0]  # Emissive color (RGB)
+    emissive_intensity: float = 1.0  # Emissive intensity multiplier
+
+    # Texture maps
+    base_color_texture: str = None
+    """Base color texture map"""
+
+    metallic_texture: str = None
+    """Metallic map"""
+
+    roughness_texture: str = None
+    """Roughness map"""
+
+    normal_texture: str = None
+    """Normal map"""
+
+    ao_texture: str = None
+    """Ambient occlusion map"""
+
+    # Ray tracing specific properties
+    ior: float = 1.5
+    """Index of refraction for ray tracing materials"""
+
+    rt_material_type: str = "BRDF_GGX_SMITH"
+    """Ray tracing material type. Options: 'BRDF_GGX_SMITH', 'BTDF_GGX_SMITH', 'BSDF_GGX_SMITH'"""
+
+    # Currently disabled properties
+    # subsurface: float = 0.0  # Subsurface scattering factor
+    # subsurface_color: list = [1.0, 1.0, 1.0]  # Subsurface scattering color
+
+    @classmethod
+    def from_dict(cls, cfg_dict: dict) -> VisualMaterialCfg:
+        base = cls()
+        for k, v in cfg_dict.items():
+            if hasattr(base, k):
+                setattr(base, k, v)
+            else:
+                logger.log_warning(f"Unknown field '{k}' in VisualMaterialCfg.")
+        return base
+
+
+class VisualMaterial:
+    """Visual material definition in the simulation environment.
+
+    A visual material is actually a material template from which material instances can be created.
+    It holds multiple material instances, which is used to assign to different objects in the environment.
+    """
+
+    RT_MATERIAL_TYPES = [
+        "BRDF_GGX_SMITH",
+        "BTDF_GGX_SMITH",
+        "BSDF_GGX_SMITH",
+    ]
+
+    def __init__(self, cfg: VisualMaterialCfg, mat: Material):
+        self.uid = cfg.uid
+        self.cfg = copy.deepcopy(cfg)
+        self._mat = mat
+
+        self._default_mat_inst = self.create_instance(self.uid)
+
+    @cached_property
+    def is_rt_enabled(self) -> bool:
+        return is_rt_enabled()
+
+    @property
+    def mat(self) -> Material:
+        return self._mat
+
+    def set_default_properties(
+        self, mat_inst: VisualMaterialInst, cfg: VisualMaterialCfg
+    ) -> None:
+        mat_inst.set_base_color(cfg.base_color)
+        mat_inst.set_metallic(cfg.metallic)
+        mat_inst.set_roughness(cfg.roughness)
+        mat_inst.set_emissive(cfg.emissive)
+        # mat_inst.set_emissive_intensity(self.cfg.emissive_intensity)  # Unimplemented
+
+        mat_inst.set_base_color_texture(cfg.base_color_texture)
+        mat_inst.set_metallic_texture(cfg.metallic_texture)
+        mat_inst.set_roughness_texture(cfg.roughness_texture)
+        mat_inst.set_normal_texture(cfg.normal_texture)
+        mat_inst.set_ao_texture(cfg.ao_texture)
+
+        if self.is_rt_enabled:
+            mat_inst.set_ior(cfg.ior)
+            mat_inst.mat.update_pbr_material_type(cfg.rt_material_type)
+
+    def create_instance(self, uid: str) -> VisualMaterialInst:
+        """Create a new material instance from this material template.
+
+        Note:
+            - If the uid already exists, the existing instance will be returned.
+
+        Args:
+            uid (str): Unique identifier for the material instance.
+
+        Returns:
+            VisualMaterialInst: The created material instance.
+        """
+        inst = VisualMaterialInst(uid, self._mat)
+        # TODO: Support change default properties for material.
+        # This will improve the instance creation efficiency.
+        self.set_default_properties(inst, self.cfg)
+        return inst
+
+    def get_default_instance(self) -> VisualMaterialInst:
+        """Get the default material instance created with the same uid as the material template.
+
+        Returns:
+            VisualMaterialInst: The default material instance.
+        """
+        return self._default_mat_inst
+
+    def get_instance(self, uid: str) -> VisualMaterialInst:
+        """Get an existing material instance by its uid.
+
+        Args:
+            uid (str): Unique identifier for the material instance.
+
+        Returns:
+            VisualMaterialInst: The material instance.
+        """
+        return VisualMaterialInst(uid, self._mat)
+
+
+class VisualMaterialInst:
+    """Instance of a visual material in the simulation environment."""
+
+    def __init__(self, uid: str, mat: Material):
+        self.uid = uid
+        self._mat = mat
+
+        # Init properties with default values
+        self.base_color = [0.5, 0.5, 0.5, 1.0]
+        self.metallic = 0.0
+        self.roughness = 0.5
+        self.emissive = [0.0, 0.0, 0.0]
+        self.emissive_intensity = 1.0
+        self.base_color_texture = None
+        self.metallic_texture = None
+        self.roughness_texture = None
+        self.normal_texture = None
+        self.ao_texture = None
+        self.ior = 1.5
+        # self.subsurface = 0.0
+
+    @property
+    def mat(self) -> MaterialInst:
+        return self._mat.get_inst(self.uid)
+
+    def set_base_color(self, color: list) -> None:
+        """Set base color/diffuse color."""
+        self.base_color = color
+        self.mat.set_base_color(color)
+
+    def set_metallic(self, metallic: float) -> None:
+        """Set metallic factor."""
+        self.metallic = metallic
+        inst = self._mat.get_inst(self.uid)
+        inst.set_metallic(metallic)
+
+    def set_roughness(self, roughness: float) -> None:
+        """Set surface roughness."""
+        self.roughness = roughness
+        inst = self._mat.get_inst(self.uid)
+        inst.set_roughness(roughness)
+
+    def set_emissive(self, emissive: list) -> None:
+        """Set emissive color."""
+        self.emissive = emissive
+        value = np.zeros(4)
+        value[0:3] = emissive
+        inst = self._mat.get_inst(self.uid)
+        inst.set_emissive(value)
+
+    def set_emissive_intensity(self, intensity: float) -> None:
+        """Set emissive intensity multiplier."""
+        logger.log_error("Unimplemented: set_emissive_intensity")
+
+    def set_base_color_texture(
+        self, texture_path: str = None, texture_data: Optional[torch.Tensor] = None
+    ) -> None:
+        """Set base color texture from file path or texture data.
+
+        Args:
+            texture_path: Path to texture file
+            texture_data: Texture data as a torch.Tensor
+        """
+        if texture_path is not None and texture_data is not None:
+            logger.log_warning(
+                "Both texture_path and texture_data are provided. Using texture_path."
+            )
+
+        if texture_path is not None:
+            self.base_color_texture = texture_path
+            inst = self._mat.get_inst(self.uid)
+            inst.set_base_color_map(texture_path)
+        elif texture_data is not None:
+            self.base_color_texture = texture_data
+            inst = self._mat.get_inst(self.uid)
+
+            # TODO: Optimize texture creation method.
+            world = dexsim.default_world()
+            env = world.get_env()
+            color_texture = env.create_color_texture(
+                texture_data.cpu().numpy(), has_alpha=True
+            )
+            inst.set_base_color_map(color_texture)
+
+    def set_metallic_texture(
+        self, texture_path: str = None, texture_data: Optional[torch.Tensor] = None
+    ) -> None:
+        """Set metallic texture from file path or texture data.
+
+        Args:
+            texture_path: Path to texture file
+            texture_data: Texture data as a torch.Tensor
+        """
+        if texture_path is not None and texture_data is not None:
+            logger.log_warning(
+                "Both texture_path and texture_data are provided. Using texture_path."
+            )
+
+        if texture_path is not None:
+            self.metallic_texture = texture_path
+            inst = self._mat.get_inst(self.uid)
+            inst.set_metallic_map(texture_path)
+        elif texture_data is not None:
+            self.metallic_texture = texture_data
+            inst = self._mat.get_inst(self.uid)
+
+            # TODO: Optimize texture creation method.
+            world = dexsim.default_world()
+            env = world.get_env()
+            metallic_texture = env.create_color_texture(
+                texture_data.cpu().numpy(), has_alpha=False
+            )
+            inst.set_metallic_map(metallic_texture)
+
+    def set_roughness_texture(
+        self, texture_path: str = None, texture_data: Optional[torch.Tensor] = None
+    ) -> None:
+        """Set roughness texture from file path or texture data.
+
+        Args:
+            texture_path: Path to texture file
+            texture_data: Texture data as a torch.Tensor
+        """
+        if texture_path is not None and texture_data is not None:
+            logger.log_warning(
+                "Both texture_path and texture_data are provided. Using texture_path."
+            )
+
+        if texture_path is not None:
+            self.roughness_texture = texture_path
+            inst = self._mat.get_inst(self.uid)
+            inst.set_roughness_map(texture_path)
+        elif texture_data is not None:
+            self.roughness_texture = texture_data
+            inst = self._mat.get_inst(self.uid)
+
+            # TODO: Optimize texture creation method.
+            world = dexsim.default_world()
+            env = world.get_env()
+            roughness_texture = env.create_color_texture(
+                texture_data.cpu().numpy(), has_alpha=False
+            )
+            inst.set_roughness_map(roughness_texture)
+
+    def set_normal_texture(
+        self, texture_path: str = None, texture_data: Optional[torch.Tensor] = None
+    ) -> None:
+        """Set normal texture from file path or texture data.
+
+        Args:
+            texture_path: Path to texture file
+            texture_data: Texture data as a torch.Tensor
+        """
+        if texture_path is not None and texture_data is not None:
+            logger.log_warning(
+                "Both texture_path and texture_data are provided. Using texture_path."
+            )
+
+        if texture_path is not None:
+            self.normal_texture = texture_path
+            inst = self._mat.get_inst(self.uid)
+            inst.set_normal_map(texture_path)
+        elif texture_data is not None:
+            self.normal_texture = texture_data
+            inst = self._mat.get_inst(self.uid)
+
+            # TODO: Optimize texture creation method.
+            world = dexsim.default_world()
+            env = world.get_env()
+            normal_texture = env.create_color_texture(
+                texture_data.cpu().numpy(), has_alpha=False
+            )
+            inst.set_normal_map(normal_texture)
+
+    def set_ao_texture(
+        self, texture_path: str = None, texture_data: Optional[torch.Tensor] = None
+    ) -> None:
+        """Set ambient occlusion texture from file path or texture data.
+
+        Args:
+            texture_path: Path to texture file
+            texture_data: Texture data as a torch.Tensor
+        """
+        if texture_path is not None and texture_data is not None:
+            logger.log_warning(
+                "Both texture_path and texture_data are provided. Using texture_path."
+            )
+
+        if texture_path is not None:
+            self.ao_texture = texture_path
+            inst = self._mat.get_inst(self.uid)
+            inst.set_ao_map(texture_path)
+        elif texture_data is not None:
+            self.ao_texture = texture_data
+            inst = self._mat.get_inst(self.uid)
+
+            # TODO: Optimize texture creation method.
+            world = dexsim.default_world()
+            env = world.get_env()
+            ao_texture = env.create_color_texture(
+                texture_data.cpu().numpy(), has_alpha=False
+            )
+            inst.set_ao_map(ao_texture)
+
+    def set_ior(self, ior: float) -> None:
+        """Set index of refraction."""
+        if is_rt_enabled() is False:
+            logger.log_debug("Ray Tracing rendering not enabled, ignoring IOR setting.")
+            return
+        self.ior = ior
+        inst = self._mat.get_inst(self.uid)
+        inst.set_rt_param("ior", ior)
diff --git a/embodichain/lab/sim/objects/__init__.py b/embodichain/lab/sim/objects/__init__.py
new file mode 100644
index 00000000..9c4ba945
--- /dev/null
+++ b/embodichain/lab/sim/objects/__init__.py
@@ -0,0 +1,28 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from ..common import BatchEntity
+from .rigid_object import RigidObject, RigidBodyData, RigidObjectCfg
+from .rigid_object_group import (
+    RigidObjectGroup,
+    RigidBodyGroupData,
+    RigidObjectGroupCfg,
+)
+from .soft_object import SoftObject, SoftBodyData, SoftObjectCfg
+from .articulation import Articulation, ArticulationData, ArticulationCfg
+from .robot import Robot, RobotCfg
+from .light import Light, LightCfg
+from .gizmo import Gizmo
diff --git a/embodichain/lab/sim/objects/articulation.py b/embodichain/lab/sim/objects/articulation.py
new file mode 100644
index 00000000..c9f56090
--- /dev/null
+++ b/embodichain/lab/sim/objects/articulation.py
@@ -0,0 +1,1487 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import dexsim
+import numpy as np
+
+from dataclasses import dataclass
+from functools import cached_property
+from typing import List, Sequence, Optional, Dict, Union
+
+from dexsim.engine import Articulation as _Articulation
+from dexsim.types import (
+    ArticulationGPUAPIWriteType,
+    ArticulationGPUAPIReadType,
+)
+from dexsim.engine import CudaArray, PhysicsScene
+
+from embodichain.lab.sim import VisualMaterialInst, VisualMaterial
+from embodichain.lab.sim.cfg import ArticulationCfg, JointDrivePropertiesCfg
+from embodichain.lab.sim.common import BatchEntity
+from embodichain.utils.math import (
+    matrix_from_quat,
+    quat_from_matrix,
+    convert_quat,
+    matrix_from_euler,
+)
+from embodichain.lab.sim.utility.sim_utils import (
+    get_dexsim_drive_type,
+    set_dexsim_articulation_cfg,
+    is_rt_enabled,
+)
+from embodichain.lab.sim.utility.solver_utils import (
+    create_pk_chain,
+    create_pk_serial_chain,
+)
+from embodichain.utils import logger
+
+
+@dataclass
+class ArticulationData:
+    """GPU data manager for articulation."""
+
+    def __init__(
+        self, entities: List[_Articulation], ps: PhysicsScene, device: torch.device
+    ) -> None:
+        """Initialize the ArticulationData.
+
+        Args:
+            entities (List[_Articulation]): List of DexSim Articulation objects.
+            ps (PhysicsScene): The physics scene.
+            device (torch.device): The device to use for the articulation data.
+        """
+        self.entities = entities
+        self.ps = ps
+        self.num_instances = len(entities)
+        self.device = device
+
+        # get gpu indices for the entities.
+        # only meaningful when using GPU physics.
+        self.gpu_indices = torch.as_tensor(
+            [np.int32(entity.get_gpu_index()) for entity in self.entities],
+            dtype=torch.int32,
+            device=self.device,
+        )
+
+        self.dof = self.entities[0].get_dof()
+        self.num_links = self.entities[0].get_links_num()
+        self.link_names = self.entities[0].get_link_names()
+
+        self._root_pose = torch.zeros(
+            (self.num_instances, 7), dtype=torch.float32, device=self.device
+        )
+        self._root_lin_vel = torch.zeros(
+            (self.num_instances, 3), dtype=torch.float32, device=self.device
+        )
+        self._root_ang_vel = torch.zeros(
+            (self.num_instances, 3), dtype=torch.float32, device=self.device
+        )
+
+        max_num_links = (
+            self.ps.gpu_get_articulation_max_link_count()
+            if self.device.type == "cuda"
+            else self.num_links
+        )
+        self._body_link_pose = torch.zeros(
+            (self.num_instances, max_num_links, 7),
+            dtype=torch.float32,
+            device=self.device,
+        )
+        self._body_link_vel = torch.zeros(
+            (self.num_instances, max_num_links, 6),
+            dtype=torch.float32,
+            device=self.device,
+        )
+
+        self._body_link_lin_vel = torch.zeros(
+            (self.num_instances, max_num_links, 3),
+            dtype=torch.float32,
+            device=self.device,
+        )
+        self._body_link_ang_vel = torch.zeros(
+            (self.num_instances, max_num_links, 3),
+            dtype=torch.float32,
+            device=self.device,
+        )
+
+        max_dof = (
+            self.ps.gpu_get_articulation_max_dof()
+            if self.device.type == "cuda"
+            else self.dof
+        )
+        self._qpos = torch.zeros(
+            (self.num_instances, max_dof), dtype=torch.float32, device=self.device
+        )
+        self._qvel = torch.zeros(
+            (self.num_instances, max_dof), dtype=torch.float32, device=self.device
+        )
+        self._qacc = torch.zeros(
+            (self.num_instances, max_dof), dtype=torch.float32, device=self.device
+        )
+        self._qf = torch.zeros(
+            (self.num_instances, max_dof), dtype=torch.float32, device=self.device
+        )
+
+    @property
+    def root_pose(self) -> torch.Tensor:
+        """Get the root pose of the articulation.
+
+        Returns:
+            torch.Tensor: The root pose of the articulation with shape of (num_instances, 7).
+        """
+        if self.device.type == "cpu":
+            # Fetch pose from CPU entities
+            root_pose = torch.as_tensor(
+                np.array([entity.get_local_pose() for entity in self.entities]),
+                dtype=torch.float32,
+                device=self.device,
+            )
+            xyzs = root_pose[:, :3, 3]
+            quats = quat_from_matrix(root_pose[:, :3, :3])
+            return torch.cat((xyzs, quats), dim=-1)
+        else:
+            self.ps.gpu_fetch_root_data(
+                data=self._root_pose,
+                gpu_indices=self.gpu_indices,
+                data_type=ArticulationGPUAPIReadType.ROOT_GLOBAL_POSE,
+            )
+            self._root_pose[:, :4] = convert_quat(self._root_pose[:, :4], to="wxyz")
+            return self._root_pose[:, [4, 5, 6, 0, 1, 2, 3]]
+
+    @property
+    def root_lin_vel(self) -> torch.Tensor:
+        """Get the linear velocity of the root link of the articulation.
+
+        Returns:
+            torch.Tensor: The linear velocity of the root link with shape of (num_instances, 3).
+        """
+        if self.device.type == "cpu":
+            # Fetch linear velocity from CPU entities
+            return torch.as_tensor(
+                np.array(
+                    [entity.get_root_link_velocity()[:3] for entity in self.entities]
+                ),
+                dtype=torch.float32,
+                device=self.device,
+            )
+        else:
+            self.ps.gpu_fetch_root_data(
+                data=self._root_lin_vel,
+                gpu_indices=self.gpu_indices,
+                data_type=ArticulationGPUAPIReadType.ROOT_LINEAR_VELOCITY,
+            )
+            return self._root_lin_vel.clone()
+
+    @property
+    def root_ang_vel(self) -> torch.Tensor:
+        """Get the angular velocity of the root link of the articulation.
+
+        Returns:
+            torch.Tensor: The angular velocity of the root link with shape of (num_instances, 3).
+        """
+        if self.device.type == "cpu":
+            # Fetch angular velocity from CPU entities
+            return torch.as_tensor(
+                np.array(
+                    [entity.get_root_link_velocity()[3:] for entity in self.entities]
+                ),
+                dtype=torch.float32,
+                device=self.device,
+            )
+        else:
+            self.ps.gpu_fetch_root_data(
+                data=self._root_ang_vel,
+                gpu_indices=self.gpu_indices,
+                data_type=ArticulationGPUAPIReadType.ROOT_ANGULAR_VELOCITY,
+            )
+        return self._root_ang_vel.clone()
+
+    @property
+    def root_vel(self) -> torch.Tensor:
+        """Get the velocity of the root link of the articulation.
+
+        Returns:
+            torch.Tensor: The velocity of the root link, concatenating linear and angular velocities.
+        """
+        return torch.cat((self.root_lin_vel, self.root_ang_vel), dim=-1)
+
+    @property
+    def qpos(self) -> torch.Tensor:
+        """Get the current positions (qpos) of the articulation.
+
+        Returns:
+            torch.Tensor: The current positions of the articulation with shape of (num_instances, dof).
+        """
+        if self.device.type == "cpu":
+            # Fetch qpos from CPU entities
+            return torch.as_tensor(
+                np.array(
+                    [entity.get_current_qpos() for entity in self.entities],
+                ),
+                dtype=torch.float32,
+                device=self.device,
+            )
+        else:
+            self.ps.gpu_fetch_joint_data(
+                data=self._qpos,
+                gpu_indices=self.gpu_indices,
+                data_type=ArticulationGPUAPIReadType.JOINT_POSITION,
+            )
+            return self._qpos[:, : self.dof].clone()
+
+    @property
+    def qvel(self) -> torch.Tensor:
+        """Get the current velocities (qvel) of the articulation.
+
+        Returns:
+            torch.Tensor: The current velocities of the articulation with shape of (num_instances, dof).
+        """
+        if self.device.type == "cpu":
+            # Fetch qvel from CPU entities
+            return torch.as_tensor(
+                np.array([entity.get_current_qvel() for entity in self.entities]),
+                dtype=torch.float32,
+                device=self.device,
+            )
+        else:
+            self.ps.gpu_fetch_joint_data(
+                data=self._qvel,
+                gpu_indices=self.gpu_indices,
+                data_type=ArticulationGPUAPIReadType.JOINT_VELOCITY,
+            )
+            return self._qvel[:, : self.dof].clone()
+
+    @property
+    def qacc(self) -> torch.Tensor:
+        """Get the current accelerations (qacc) of the articulation.
+
+        Returns:
+            torch.Tensor: The current accelerations of the articulation with shape of (num_instances, dof).
+        """
+        if self.device.type == "cpu":
+            # Fetch qacc from CPU entities
+            return torch.as_tensor(
+                np.array([entity.get_current_qacc() for entity in self.entities]),
+                dtype=torch.float32,
+                device=self.device,
+            )
+        else:
+            self.ps.gpu_fetch_joint_data(
+                data=self._qacc,
+                gpu_indices=self.gpu_indices,
+                data_type=ArticulationGPUAPIReadType.JOINT_ACCELERATION,
+            )
+            return self._qacc[:, : self.dof].clone()
+
+    @property
+    def qf(self) -> torch.Tensor:
+        """Get the current forces (qf) of the articulation.
+
+        Returns:
+            torch.Tensor: The current forces of the articulation with shape of (num_instances, dof).
+        """
+        if self.device.type == "cpu":
+            # Fetch qf from CPU entities
+            return torch.as_tensor(
+                np.array([entity.get_current_qf() for entity in self.entities]),
+                dtype=torch.float32,
+                device=self.device,
+            )
+        else:
+            self.ps.gpu_fetch_joint_data(
+                data=self._qf,
+                gpu_indices=self.gpu_indices,
+                data_type=ArticulationGPUAPIReadType.JOINT_FORCE,
+            )
+            return self._qf[:, : self.dof].clone()
+
+    @property
+    def body_link_pose(self) -> torch.Tensor:
+        """Get the pose of all links in the articulation.
+
+        Returns:
+            torch.Tensor: The poses of the links in the articulation with shape (N, num_links, 7).
+        """
+        if self.device.type == "cpu":
+            from embodichain.lab.sim.utility import get_dexsim_arenas
+
+            arenas = get_dexsim_arenas()
+            for j, entity in enumerate(self.entities):
+
+                link_pose = np.zeros((self.num_links, 4, 4), dtype=np.float32)
+                for i, link_name in enumerate(self.link_names):
+                    pose = entity.get_link_pose(link_name)
+                    arena_pose = arenas[j].get_root_node().get_local_pose()
+                    pose[:2, 3] -= arena_pose[:2, 3]
+                    link_pose[i] = pose
+
+                link_pose = torch.from_numpy(link_pose)
+                xyz = link_pose[:, :3, 3]
+                quat = quat_from_matrix(link_pose[:, :3, :3])
+                self._body_link_pose[j][: self.num_links, :] = torch.cat(
+                    (xyz, quat), dim=-1
+                )
+            return self._body_link_pose[:, : self.num_links, :]
+        else:
+            self.ps.gpu_fetch_link_data(
+                data=self._body_link_pose,
+                gpu_indices=self.gpu_indices,
+                data_type=ArticulationGPUAPIReadType.LINK_GLOBAL_POSE,
+            )
+            quat = convert_quat(self._body_link_pose[..., :4], to="wxyz")
+            return torch.cat((self._body_link_pose[..., 4:], quat), dim=-1)
+
+    @property
+    def body_link_vel(self) -> torch.Tensor:
+        """Get the velocities of all links in the articulation.
+
+        Returns:
+            torch.Tensor: The poses of the links in the articulation with shape (N, num_links, 6).
+        """
+        if self.device.type == "cpu":
+            for i, entity in enumerate(self.entities):
+                self._body_link_vel[i][: self.num_links] = torch.from_numpy(
+                    entity.get_link_general_velocities()
+                )
+            return self._body_link_vel[:, : self.num_links, :]
+        else:
+            self.ps.gpu_fetch_link_data(
+                data=self._body_link_lin_vel,
+                gpu_indices=self.gpu_indices,
+                data_type=ArticulationGPUAPIReadType.LINK_LINEAR_VELOCITY,
+            )
+            self.ps.gpu_fetch_link_data(
+                data=self._body_link_ang_vel,
+                gpu_indices=self.gpu_indices,
+                data_type=ArticulationGPUAPIReadType.LINK_ANGULAR_VELOCITY,
+            )
+            self._body_link_vel[..., :3] = self._body_link_lin_vel
+            self._body_link_vel[..., 3:] = self._body_link_ang_vel
+        return self._body_link_vel[:, : self.num_links, :]
+
+    @property
+    def joint_stiffness(self) -> torch.Tensor:
+        """Get the joint stiffness of the articulation.
+
+        Returns:
+            torch.Tensor: The joint stiffness of the articulation with shape (N, dof).
+        """
+        return torch.as_tensor(
+            np.array([entity.get_drive()[0] for entity in self.entities]),
+            dtype=torch.float32,
+            device=self.device,
+        )
+
+    @property
+    def joint_damping(self) -> torch.Tensor:
+        """Get the joint damping of the articulation.
+
+        Returns:
+            torch.Tensor: The joint damping of the articulation with shape (N, dof).
+        """
+        return torch.as_tensor(
+            np.array([entity.get_drive()[1] for entity in self.entities]),
+            dtype=torch.float32,
+            device=self.device,
+        )
+
+    @property
+    def joint_friction(self) -> torch.Tensor:
+        """Get the joint friction of the articulation.
+
+        Returns:
+            torch.Tensor: The joint friction of the articulation with shape (N, dof).
+        """
+        return torch.as_tensor(
+            np.array([entity.get_drive()[4] for entity in self.entities]),
+            dtype=torch.float32,
+            device=self.device,
+        )
+
+    @cached_property
+    def qpos_limits(self) -> torch.Tensor:
+        """Get the joint position limits of the articulation.
+
+        Returns:
+            torch.Tensor: The joint position limits of the articulation with shape (N, dof, 2).
+        """
+        return torch.as_tensor(
+            np.array([entity.get_joint_limits() for entity in self.entities]),
+            dtype=torch.float32,
+            device=self.device,
+        )
+
+    @cached_property
+    def qvel_limits(self) -> torch.Tensor:
+        """Get the joint velocity limits of the articulation.
+
+        Returns:
+            torch.Tensor: The joint velocity limits of the articulation with shape (N, dof).
+        """
+        # TODO: get joint velocity limits always returns zero?
+        return torch.as_tensor(
+            np.array(
+                [entity.get_drive()[3] for entity in self.entities],
+            ),
+            dtype=torch.float32,
+            device=self.device,
+        )
+
+    @cached_property
+    def qf_limits(self) -> torch.Tensor:
+        """Get the joint effort limits of the articulation.
+
+        Returns:
+            torch.Tensor: The joint effort limits of the articulation with shape (N, dof).
+        """
+        return torch.as_tensor(
+            np.array(
+                [entity.get_drive()[2] for entity in self.entities],
+            ),
+            dtype=torch.float32,
+            device=self.device,
+        )
+
+
+class Articulation(BatchEntity):
+    """Articulation represents a batch of articulations in the simulation.
+
+    An articulation is a collection of rigid bodies connected by joints. The joints can be either
+    fixed or actuated. The joints can be of different types, such as revolute or prismatic.
+
+    For fixed-base articulation, it can be a robot arm, door, etc.
+    For floating-base articulation, it can be a humanoid, drawer, etc.
+
+    Args:
+        cfg (ArticulationCfg): Configuration for the articulation.
+        entities (List[_Articulation], optional): List of articulation entities.
+        device (torch.device, optional): Device to use (CPU or CUDA).
+    """
+
+    def __init__(
+        self,
+        cfg: ArticulationCfg,
+        entities: List[_Articulation] = None,
+        device: torch.device = torch.device("cpu"),
+    ) -> None:
+        # Initialize world and physics scene
+        self._world = dexsim.default_world()
+        self._ps = self._world.get_physics_scene()
+
+        self.cfg = cfg
+        self._entities = entities
+        self.device = device
+
+        # Store all indices for batch operations
+        self._all_indices = torch.arange(
+            len(entities), dtype=torch.int32, device=device
+        )
+
+        if device.type == "cuda":
+            self._world.update(0.001)
+
+        self._data = ArticulationData(entities=entities, ps=self._ps, device=device)
+
+        self.cfg: ArticulationCfg
+        if self.cfg.init_qpos is None:
+            self.cfg.init_qpos = torch.zeros(self.dof, dtype=torch.float32)
+
+        # Set articulation configuration in DexSim
+        set_dexsim_articulation_cfg(entities, self.cfg)
+
+        # Init joint drive parameters.
+        num_entities = len(entities)
+        dof = self._data.dof
+        default_cfg = JointDrivePropertiesCfg()
+        self.default_joint_damping = torch.full(
+            (num_entities, dof), default_cfg.damping, dtype=torch.float32, device=device
+        )
+        self.default_joint_stiffness = torch.full(
+            (num_entities, dof),
+            default_cfg.stiffness,
+            dtype=torch.float32,
+            device=device,
+        )
+        self.default_joint_max_effort = torch.full(
+            (num_entities, dof),
+            default_cfg.max_effort,
+            dtype=torch.float32,
+            device=device,
+        )
+        self.default_joint_max_velocity = torch.full(
+            (num_entities, dof),
+            default_cfg.max_velocity,
+            dtype=torch.float32,
+            device=device,
+        )
+        self.default_joint_friction = torch.full(
+            (num_entities, dof),
+            default_cfg.friction,
+            dtype=torch.float32,
+            device=device,
+        )
+        self._set_default_joint_drive()
+
+        self.pk_chain = create_pk_chain(urdf_path=self.cfg.fpath, device=self.device)
+
+        # For rendering purposes, each articulation can have multiple material instances associated with its links.
+        self._visual_material: List[Dict[str, VisualMaterialInst]] = [
+            {} for _ in range(len(entities))
+        ]
+
+        # Stores mimic information for joints.
+        self._mimic_info = entities[0].get_mimic_info()
+
+        # TODO: very weird that we must call update here to make sure the GPU indices are valid.
+        if device.type == "cuda":
+            self._world.update(0.001)
+
+        super().__init__(cfg, entities, device)
+
+        # set default collision filter
+        self._set_default_collision_filter()
+
+    def __str__(self) -> str:
+        parent_str = super().__str__()
+        return parent_str + f" | dof: {self.dof} | num_links: {self.num_links}"
+
+    @property
+    def dof(self) -> int:
+        """Get the degree of freedom of the articulation.
+
+        Returns:
+            int: The degree of freedom of the articulation.
+        """
+        return self._data.dof
+
+    @property
+    def num_links(self) -> int:
+        """Get the number of links in the articulation.
+
+        Returns:
+            int: The number of links in the articulation.
+        """
+        return self._data.num_links
+
+    @property
+    def link_names(self) -> List[str]:
+        """Get the names of the links in the articulation.
+
+        Returns:
+            List[str]: The names of the links in the articulation.
+        """
+        return self._data.link_names
+
+    @property
+    def root_link_name(self) -> str:
+        """Get the name of the root link of the articulation.
+
+        Returns:
+            str: The name of the root link.
+        """
+        return self.entities[0].get_root_link_name()
+
+    @property
+    def joint_names(self) -> List[str]:
+        """Get the names of the actived joints in the articulation.
+
+        Returns:
+            List[str]: The names of the actived joints in the articulation.
+        """
+        return self._entities[0].get_actived_joint_names()
+
+    @property
+    def all_joint_names(self) -> List[str]:
+        """Get the names of the joints in the articulation.
+
+        Returns:
+            List[str]: The names of the joints in the articulation.
+        """
+        return self._entities[0].get_joint_names()
+
+    @property
+    def body_data(self) -> ArticulationData:
+        """Get the rigid body data manager for this rigid object.
+
+        Returns:
+            RigidBodyData: The rigid body data manager.
+        """
+        return self._data
+
+    @property
+    def root_state(self) -> torch.Tensor:
+        """Get the root state of the articulation.
+
+        Returns:
+            torch.Tensor: The root state of the articulation with shape (N, 13).
+        """
+        root_pose = self.body_data.root_pose
+        root_lin_vel = self.body_data.root_lin_vel
+        root_ang_vel = self.body_data.root_ang_vel
+        return torch.cat((root_pose, root_lin_vel, root_ang_vel), dim=-1)
+
+    @property
+    def body_state(self) -> torch.Tensor:
+        """Get the body state of the articulation.
+
+        Returns:
+            torch.Tensor: The body state of the articulation with shape (N, num_links, 13).
+        """
+        body_pose = self.body_data.body_link_pose
+        body_vel = self.body_data.body_link_vel
+        return torch.cat((body_pose, body_vel), dim=-1)
+
+    @property
+    def mimic_ids(self) -> List[Optional[int]]:
+        """Get the mimic joint ids for the articulation.
+
+        Returns:
+            List[Optional[int]]: The mimic joint ids.
+        """
+        return self._mimic_info.mimic_id.tolist()
+
+    @property
+    def mimic_parents(self) -> List[Optional[int]]:
+        """Get the mimic joint parent ids for the articulation.
+
+        Returns:
+            List[Optional[int]]: The mimic joint parent ids.
+        """
+        return self._mimic_info.mimic_parent.tolist()
+
+    @property
+    def mimic_multipliers(self) -> List[float]:
+        """Get the mimic joint multipliers for the articulation.
+
+        Returns:
+            List[float]: The mimic joint multipliers.
+        """
+        return self._mimic_info.mimic_multiplier.tolist()
+
+    @property
+    def mimic_offsets(self) -> List[float]:
+        """Get the mimic joint offsets for the articulation.
+
+        Returns:
+            List[float]: The mimic joint offsets.
+        """
+        return self._mimic_info.mimic_offset.tolist()
+
+    def _set_default_collision_filter(self) -> None:
+        collision_filter_data = torch.zeros(
+            size=(self.num_instances, 4), dtype=torch.int32
+        )
+        for i in range(self.num_instances):
+            collision_filter_data[i, 0] = i
+            collision_filter_data[i, 1] = 1
+        self.set_collision_filter(collision_filter_data)
+
+    def set_collision_filter(
+        self, filter_data: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+    ) -> None:
+        """set collision filter data for the rigid object.
+
+        Args:
+            filter_data (torch.Tensor): [N, 4] of int.
+                First element of each object is arena id.
+                If 2nd element is 0, the object will collision with all other objects in world.
+                3rd and 4th elements are not used currently.
+
+            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used. Defaults to None.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if len(local_env_ids) != len(filter_data):
+            logger.log_error(
+                f"Length of env_ids {len(local_env_ids)} does not match pose length {len(filter_data)}."
+            )
+
+        filter_data_np = filter_data.cpu().numpy().astype(np.uint32)
+        for i, env_idx in enumerate(local_env_ids):
+            self._entities[env_idx].set_collision_filter_data(filter_data_np[i])
+
+    def set_local_pose(
+        self, pose: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+    ) -> None:
+        """Set local pose of the articulation.
+
+        Args:
+            pose (torch.Tensor): The local pose of the articulation with shape (N, 7) or (N, 4, 4).
+            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if len(local_env_ids) != len(pose):
+            logger.log_error(
+                f"Length of env_ids {len(local_env_ids)} does not match pose length {len(pose)}."
+            )
+
+        if self.device.type == "cpu":
+            pose = pose.cpu()
+            if pose.dim() == 2 and pose.shape[1] == 7:
+                pose_matrix = torch.eye(4).unsqueeze(0).repeat(pose.shape[0], 1, 1)
+                pose_matrix[:, :3, 3] = pose[:, :3]
+                pose_matrix[:, :3, :3] = matrix_from_quat(pose[:, 3:7])
+                for i, env_idx in enumerate(local_env_ids):
+                    self._entities[env_idx].set_local_pose(pose_matrix[i])
+            elif pose.dim() == 3 and pose.shape[1:] == (4, 4):
+                for i, env_idx in enumerate(local_env_ids):
+                    self._entities[env_idx].set_local_pose(pose[i])
+            else:
+                logger.log_error(
+                    f"Invalid pose shape {pose.shape}. Expected (N, 7) or (N, 4, 4)."
+                )
+
+            # TODO: in manual physics mode, the update should be explicitly called after
+            # setting the pose to synchronize the state to renderer.
+            self._world.update(0.001)
+
+        else:
+            if pose.dim() == 2 and pose.shape[1] == 7:
+                xyz = pose[:, :3]
+                quat = convert_quat(pose[:, 3:7], to="xyzw")
+            elif pose.dim() == 3 and pose.shape[1:] == (4, 4):
+                xyz = pose[:, :3, 3]
+                quat = quat_from_matrix(pose[:, :3, :3])
+                quat = convert_quat(quat, to="xyzw")
+            else:
+                logger.log_error(
+                    f"Invalid pose shape {pose.shape}. Expected (N, 7) or (N, 4, 4)."
+                )
+
+            # we should keep `pose_` life cycle to the end of the function.
+            pose_ = torch.cat((quat, xyz), dim=-1)
+            indices = self.body_data.gpu_indices[local_env_ids]
+            self._ps.gpu_apply_root_data(
+                data=pose_,
+                gpu_indices=indices,
+                data_type=ArticulationGPUAPIWriteType.ROOT_GLOBAL_POSE,
+            )
+            self._ps.gpu_compute_articulation_kinematic(gpu_indices=indices)
+
+            # TODO: To be removed when gpu articulation data sync is supported.
+            if is_rt_enabled() is False:
+                self.body_data.body_link_pose
+                link_pose = self.body_data._body_link_pose[local_env_ids]
+                self._world.sync_poses_gpu_to_cpu(
+                    link_pose=CudaArray(link_pose),
+                    articulation_gpu_indices=CudaArray(indices),
+                )
+
+    def get_local_pose(self, to_matrix=False) -> torch.Tensor:
+        """Get local pose (root link pose) of the articulation.
+
+        Args:
+            to_matrix (bool, optional): If True, return the pose as a 4x4 matrix. If False, return as (x, y, z, qw, qx, qy, qz). Defaults to False.
+
+        Returns:
+            torch.Tensor: The local pose of the articulation with shape (N, 7) or (N, 4, 4) depending on `to_matrix`.
+        """
+        pose = self.body_data.root_pose
+        if to_matrix:
+            xyz = pose[:, :3]
+            mat = matrix_from_quat(pose[:, 3:7])
+            pose = (
+                torch.eye(4, dtype=torch.float32, device=self.device)
+                .unsqueeze(0)
+                .repeat(pose.shape[0], 1, 1)
+            )
+            pose[:, :3, 3] = xyz
+            pose[:, :3, :3] = mat
+        return pose
+
+    def get_link_pose(
+        self, link_name: str, env_ids: Optional[Sequence[int]] = None, to_matrix=False
+    ) -> torch.Tensor:
+        """Get the pose of a specific link in the articulation.
+
+        Args:
+            link_name (str): The name of the link.
+            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+            to_matrix (bool, optional): If True, return the pose as a 4x4 matrix. If False, return as (x, y, z, qw, qx, qy, qz). Defaults to False.
+
+        Returns:
+            torch.Tensor: The pose of the specified link with shape (N, 7) or (N, 4, 4) depending on `to_matrix`.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if link_name not in self.link_names:
+            logger.log_error(
+                f"Link name {link_name} not found in {self.__class__.__name__}. Available links: {self.link_names}"
+            )
+
+        link_idx = self.link_names.index(link_name)
+        link_pose = self.body_data.body_link_pose[local_env_ids, link_idx, :]
+
+        if to_matrix:
+            xyz = link_pose[:, :3]
+            mat = matrix_from_quat(link_pose[:, 3:7])
+            link_pose = (
+                torch.eye(4, dtype=torch.float32, device=self.device)
+                .unsqueeze(0)
+                .repeat(link_pose.shape[0], 1, 1)
+            )
+            link_pose[:, :3, 3] = xyz
+            link_pose[:, :3, :3] = mat
+        return link_pose
+
+    def get_qpos(self) -> torch.Tensor:
+        """Get the current positions (qpos) of the articulation."""
+        return self.body_data.qpos
+
+    def set_qpos(
+        self,
+        qpos: torch.Tensor,
+        joint_ids: Optional[Sequence[int]] = None,
+        env_ids: Optional[Sequence[int]] = None,
+        target: bool = True,
+    ) -> None:
+        """Set the joint positions (qpos) or target positions for the articulation.
+
+        Args:
+            qpos (torch.Tensor): Joint positions with shape (N, dof), where N is the number of environments.
+            joint_ids (Optional[Sequence[int]], optional): Joint indices to apply the positions. If None, applies to all joints.
+            env_ids (Optional[Sequence[int]]): Environment indices to apply the positions. Defaults to all environments.
+            target (bool): If True, sets target positions for simulation. If False, updates current positions directly.
+
+        Raises:
+            ValueError: If the length of `env_ids` does not match the length of `qpos`.
+        """
+        if not isinstance(qpos, torch.Tensor):
+            qpos = torch.as_tensor(qpos, dtype=torch.float32, device=self.device)
+
+        if joint_ids is None:
+            local_joint_ids = torch.arange(
+                self.dof, device=self.device, dtype=torch.int32
+            )
+        elif not isinstance(joint_ids, torch.Tensor):
+            local_joint_ids = torch.as_tensor(
+                joint_ids, dtype=torch.int32, device=self.device
+            )
+        else:
+            local_joint_ids = joint_ids
+
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        # TODO: Refactor this part to use a more generic and extensible approach,
+        # such as a class decorator that can automatically convert ndarray to torch.Tensor
+        # and handle dimension padding for specified member functions.
+        # This will make the codebase cleaner and reduce repetitive type checks/conversions.
+        # (e.g., support specifying which methods should be decorated for auto-conversion.)
+        qpos = torch.as_tensor(qpos, dtype=torch.float32, device=self.device)
+
+        if self.device.type == "cuda":
+            limits = self.body_data.qpos_limits[0].T
+            # clamp qpos to limits
+            lower_limits = limits[0][local_joint_ids]
+            upper_limits = limits[1][local_joint_ids]
+            qpos = qpos.clamp(lower_limits, upper_limits)
+
+        # Make sure qpos is 2D tensor
+        if qpos.dim() == 1:
+            qpos = qpos.unsqueeze(0)
+        # If only one qpos is provided, repeat it for all envs
+        if len(qpos) == 1 and len(local_env_ids) > 1:
+            qpos = qpos.repeat(len(local_env_ids), 1)
+
+        if len(local_env_ids) != len(qpos):
+            logger.log_error(
+                f"Length of env_ids {len(local_env_ids)} does not match qpos length {len(qpos)}. "
+                f"env_ids: {local_env_ids}, qpos.shape: {qpos.shape}"
+            )
+
+        data_type = (
+            ArticulationGPUAPIWriteType.JOINT_TARGET_POSITION
+            if target
+            else ArticulationGPUAPIWriteType.JOINT_POSITION
+        )
+
+        if self.device.type == "cpu":
+            for i, env_idx in enumerate(local_env_ids):
+                setter = (
+                    self._entities[env_idx].set_current_qpos
+                    if target
+                    else self._entities[env_idx].set_qpos
+                )
+                setter(qpos[i].numpy(), local_joint_ids.numpy())
+        else:
+            # TODO: trigger qpos getter to sync data, otherwise crash
+            if joint_ids is not None:
+                self.body_data.qpos
+
+            indices = self.body_data.gpu_indices[local_env_ids]
+            qpos_set = self.body_data._qpos[local_env_ids]
+            qpos_set[:, local_joint_ids] = qpos
+            self._ps.gpu_apply_joint_data(
+                data=qpos_set,
+                gpu_indices=indices,
+                data_type=data_type,
+            )
+
+    def get_qvel(self) -> torch.Tensor:
+        """Get the current velocities (qvel) of the articulation.
+
+        Returns:
+            torch.Tensor: The current velocities of the articulation.
+        """
+        return self.body_data.qvel
+
+    def set_qvel(
+        self,
+        qvel: torch.Tensor,
+        joint_ids: Optional[Sequence[int]] = None,
+        env_ids: Optional[Sequence[int]] = None,
+        target: bool = True,
+    ) -> None:
+        """Set the velocities (qvel) or target velocities of the articulation.
+
+        Args:
+            qvel (torch.Tensor): The velocities with shape (N, dof).
+            joint_ids (Optional[Sequence[int]], optional): Joint indices to apply the velocities. If None, applies to all joints.
+            env_ids (Optional[Sequence[int]], optional): Environment indices. Defaults to all indices.
+            If True, sets target positions for simulation. If False, updates current positions directly.
+
+        Raises:
+            ValueError: If the length of `env_ids` does not match the length of `qvel`.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if len(local_env_ids) != len(qvel):
+            logger.log_error(
+                f"Length of env_ids {len(local_env_ids)} does not match qvel length {len(qvel)}."
+            )
+
+        data_type = (
+            ArticulationGPUAPIWriteType.JOINT_TARGET_VELOCITY
+            if target
+            else ArticulationGPUAPIWriteType.JOINT_VELOCITY
+        )
+
+        if self.device.type == "cpu":
+            local_joint_ids = np.arange(self.dof) if joint_ids is None else joint_ids
+            for i, env_idx in enumerate(local_env_ids):
+                setter = (
+                    self._entities[env_idx].set_current_qvel
+                    if target
+                    else self._entities[env_idx].set_qvel
+                )
+                setter(qvel[i].numpy(), local_joint_ids)
+        else:
+            indices = self.body_data.gpu_indices[local_env_ids]
+            if joint_ids is None:
+                qvel_set = self.body_data._qvel[local_env_ids]
+                qvel_set[:, : self.dof] = qvel
+            else:
+                self.body_data.qvel
+                qvel_set = self.body_data._qvel[local_env_ids]
+                qvel_set[:, joint_ids] = qvel
+            self._ps.gpu_apply_joint_data(
+                data=qvel_set,
+                gpu_indices=indices,
+                data_type=data_type,
+            )
+
+    def set_qf(
+        self,
+        qf: torch.Tensor,
+        joint_ids: Optional[Sequence[int]] = None,
+        env_ids: Optional[Sequence[int]] = None,
+    ) -> None:
+        """Set the generalized efforts (qf) of the articulation.
+
+        Args:
+            qf (torch.Tensor): The generalized efforts with shape (N, dof).
+            joint_ids (Optional[Sequence[int]], optional): Joint indices to apply the efforts. If None, applies to all joints.
+            env_ids (Optional[Sequence[int]], optional): Environment indices. Defaults to all indices.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if len(local_env_ids) != len(qf):
+            logger.log_error(
+                f"Length of env_ids {len(local_env_ids)} does not match qf length {len(qf)}."
+            )
+
+        if self.device.type == "cpu":
+            local_joint_ids = np.arange(self.dof) if joint_ids is None else joint_ids
+            for i, env_idx in enumerate(local_env_ids):
+                setter = self._entities[env_idx].set_current_qf
+                setter(qf[i].numpy(), local_joint_ids)
+        else:
+            indices = self.body_data.gpu_indices[local_env_ids]
+            if joint_ids is None:
+                qf_set = self.body_data._qf[local_env_ids]
+                qf_set[:, : self.dof] = qf
+            else:
+                self.body_data.qf
+                qf_set = self.body_data._qf[local_env_ids]
+                qf_set[:, joint_ids] = qf
+            self._ps.gpu_apply_joint_data(
+                data=qf_set,
+                gpu_indices=indices,
+                data_type=ArticulationGPUAPIWriteType.JOINT_FORCE,
+            )
+
+    def set_drive(
+        self,
+        stiffness: Optional[torch.Tensor] = None,
+        damping: Optional[torch.Tensor] = None,
+        max_effort: Optional[torch.Tensor] = None,
+        max_velocity: Optional[torch.Tensor] = None,
+        friction: Optional[torch.Tensor] = None,
+        drive_type: str = "force",
+        joint_ids: Optional[Sequence[int]] = None,
+        env_ids: Optional[Sequence[int]] = None,
+    ) -> None:
+        """Set the drive properties for the articulation.
+
+        Args:
+            stiffness (torch.Tensor): The stiffness of the joint drive with shape (len(env_ids), len(joint_ids)).
+            damping (torch.Tensor): The damping of the joint drive with shape (len(env_ids), len(joint_ids)).
+            max_effort (torch.Tensor): The maximum effort of the joint drive with shape (len(env_ids), len(joint_ids)).
+            max_velocity (torch.Tensor): The maximum velocity of the joint drive with shape (len(env_ids), len(joint_ids)).
+            friction (torch.Tensor): The joint friction coefficient with shape (len(env_ids), len(joint_ids)).
+            drive_type (str, optional): The type of drive to apply. Defaults to "force".
+            joint_ids (Optional[Sequence[int]], optional): The joint indices to apply the drive to. If None, applies to all joints. Defaults to None.
+            env_ids (Optional[Sequence[int]], optional): The environment indices to apply the drive to. If None, applies to all environments. Defaults to None.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+        local_joint_ids = np.arange(self.dof) if joint_ids is None else joint_ids
+
+        for i, env_idx in enumerate(local_env_ids):
+            drive_args = {
+                "drive_type": get_dexsim_drive_type(drive_type),
+                "joint_ids": local_joint_ids,
+            }
+            if stiffness is not None:
+                drive_args["stiffness"] = stiffness[i].cpu().numpy()
+            if damping is not None:
+                drive_args["damping"] = damping[i].cpu().numpy()
+            if max_effort is not None:
+                drive_args["max_force"] = max_effort[i].cpu().numpy()
+            if max_velocity is not None:
+                drive_args["max_velocity"] = max_velocity[i].cpu().numpy()
+            if friction is not None:
+                drive_args["joint_friction"] = friction[i].cpu().numpy()
+            self._entities[env_idx].set_drive(**drive_args)
+
+    def get_user_ids(self) -> torch.Tensor:
+        """Get the user ids of the articulation.
+
+        Returns:
+            torch.Tensor: The user ids of the articulation with shape (N, num_link).
+        """
+        return torch.as_tensor(
+            np.array(
+                [entity.get_user_ids() for entity in self._entities],
+            ),
+            dtype=torch.int32,
+            device=self.device,
+        )
+
+    def clear_dynamics(self, env_ids: Optional[Sequence[int]] = None) -> None:
+        """Clear the dynamics of the articulation.
+
+        Args:
+            env_ids (Optional[Sequence[int]]): Environment indices. If None, then all indices are used.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+        if self.device.type == "cpu":
+            zero_joint_data = np.zeros((len(local_env_ids), self.dof), dtype=np.float32)
+            for i, env_idx in enumerate(local_env_ids):
+                self._entities[env_idx].set_qvel(zero_joint_data[i])
+                self._entities[env_idx].set_current_qf(zero_joint_data[i])
+        else:
+            zeros = torch.zeros(
+                (len(local_env_ids), self.dof), dtype=torch.float32, device=self.device
+            )
+            indices = self.body_data.gpu_indices[local_env_ids]
+            self._ps.gpu_apply_joint_data(
+                data=zeros,
+                gpu_indices=indices,
+                data_type=ArticulationGPUAPIWriteType.JOINT_VELOCITY,
+            )
+            self._ps.gpu_apply_joint_data(
+                data=zeros,
+                gpu_indices=indices,
+                data_type=ArticulationGPUAPIWriteType.JOINT_FORCE,
+            )
+
+    def reallocate_body_data(self) -> None:
+        """Reallocate body data tensors to match the current articulation state in the GPU physics scene."""
+        if self.device.type == "cpu":
+            logger.log_warning(f"Reallocating body data on CPU is not supported.")
+            return
+
+        max_dof = self._ps.gpu_get_articulation_max_dof()
+        max_num_links = self._ps.gpu_get_articulation_max_link_count()
+        self._data._qpos = torch.zeros(
+            (self.num_instances, max_dof), dtype=torch.float32, device=self.device
+        )
+        self._data._qvel = torch.zeros(
+            (self.num_instances, max_dof), dtype=torch.float32, device=self.device
+        )
+        self._data._qacc = torch.zeros(
+            (self.num_instances, max_dof), dtype=torch.float32, device=self.device
+        )
+        self._data._qf = torch.zeros(
+            (self.num_instances, max_dof), dtype=torch.float32, device=self.device
+        )
+        self._data._body_link_pose = torch.zeros(
+            (self.num_instances, max_num_links, 7),
+            dtype=torch.float32,
+            device=self.device,
+        )
+        self._data._body_link_vel = torch.zeros(
+            (self.num_instances, max_num_links, 6),
+            dtype=torch.float32,
+            device=self.device,
+        )
+
+        self._data._body_link_lin_vel = torch.zeros(
+            (self.num_instances, max_num_links, 3),
+            dtype=torch.float32,
+            device=self.device,
+        )
+        self._data._body_link_ang_vel = torch.zeros(
+            (self.num_instances, max_num_links, 3),
+            dtype=torch.float32,
+            device=self.device,
+        )
+
+    def reset(self, env_ids: Optional[Sequence[int]] = None) -> None:
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+        num_instances = len(local_env_ids)
+        self.cfg: ArticulationCfg
+        pos = torch.as_tensor(
+            self.cfg.init_pos, dtype=torch.float32, device=self.device
+        )
+        rot = (
+            torch.as_tensor(self.cfg.init_rot, dtype=torch.float32, device=self.device)
+            * torch.pi
+            / 180.0
+        )
+        pos = pos.unsqueeze(0).repeat(num_instances, 1)
+        rot = rot.unsqueeze(0).repeat(num_instances, 1)
+        mat = matrix_from_euler(rot, "XYZ")
+        pose = (
+            torch.eye(4, dtype=torch.float32, device=self.device)
+            .unsqueeze(0)
+            .repeat(num_instances, 1, 1)
+        )
+        pose[:, :3, 3] = pos
+        pose[:, :3, :3] = mat
+        self.set_local_pose(pose, env_ids=local_env_ids)
+
+        qpos = torch.as_tensor(
+            self.cfg.init_qpos, dtype=torch.float32, device=self.device
+        )
+        qpos = qpos.unsqueeze(0).repeat(num_instances, 1)
+        self.set_qpos(qpos, target=False, env_ids=local_env_ids)
+        # Set drive target to hold position.
+        self.set_qpos(qpos, target=True, env_ids=local_env_ids)
+
+        self.clear_dynamics(env_ids=local_env_ids)
+
+        if self.device.type == "cuda":
+            self._ps.gpu_compute_articulation_kinematic(
+                gpu_indices=self.body_data.gpu_indices[local_env_ids]
+            )
+
+            # TODO: To be removed when gpu articulation data sync is supported.
+            if is_rt_enabled() is False:
+                self.body_data.body_link_pose
+                link_pose = self.body_data._body_link_pose[local_env_ids]
+                indices = self.body_data.gpu_indices[local_env_ids]
+                self._world.sync_poses_gpu_to_cpu(
+                    link_pose=CudaArray(link_pose),
+                    articulation_gpu_indices=CudaArray(indices),
+                )
+        else:
+            self._world.update(0.001)
+
+    def _set_default_joint_drive(self) -> None:
+        """Set default joint drive parameters based on the configuration."""
+        import numbers
+        from embodichain.utils.string import resolve_matching_names_values
+
+        drive_props = [
+            ("damping", self.default_joint_damping),
+            ("stiffness", self.default_joint_stiffness),
+            ("max_effort", self.default_joint_max_effort),
+            ("max_velocity", self.default_joint_max_velocity),
+            ("friction", self.default_joint_friction),
+        ]
+
+        for prop_name, default_array in drive_props:
+            value = getattr(self.cfg.drive_pros, prop_name, None)
+            if value is None:
+                continue
+            if isinstance(value, numbers.Number):
+                default_array[:] = value
+            else:
+                try:
+                    indices, _, values = resolve_matching_names_values(
+                        value, self.joint_names
+                    )
+                    default_array[:, indices] = torch.as_tensor(
+                        values, dtype=torch.float32, device=self.device
+                    )
+                except Exception as e:
+                    logger.log_error(f"Failed to set {prop_name}: {e}")
+
+        drive_pros = self.cfg.drive_pros
+        if isinstance(drive_pros, dict):
+            drive_type = drive_pros.get("drive_type", None)
+        else:
+            drive_type = getattr(drive_pros, "drive_type", None)
+
+        # Apply drive parameters to all articulations in the batch
+        self.set_drive(
+            stiffness=self.default_joint_stiffness,
+            damping=self.default_joint_damping,
+            max_effort=self.default_joint_max_effort,
+            max_velocity=self.default_joint_max_velocity,
+            friction=self.default_joint_friction,
+            drive_type=drive_type,
+        )
+
+    def compute_fk(
+        self,
+        qpos: Optional[Union[torch.tensor, np.ndarray]],
+        link_names: Optional[Union[str, list[str], tuple[str]]] = None,
+        end_link_name: Optional[str] = None,
+        root_link_name: Optional[str] = None,
+        to_dict: bool = False,
+        **kwargs,
+    ) -> Union[torch.tensor, dict[str, "pk.Transform3d"]]:
+        """Compute the forward kinematics (FK) for the given joint positions.
+
+        Args:
+            qpos (torch.Tensor): Joint positions. Shape can be (dof,) for a single configuration or
+                                (batch_size, dof) for batched configurations.
+            link_names (Union[str, list[str], tuple[str]], optional): Names of the links for which FK is computed.
+                                                                    If None, all links are considered.
+            end_link_name (str, optional): Name of the end link for which FK is computed. If None, all links are considered.
+            root_link_name (str, optional): Name of the root link for which FK is computed. Defaults to None.
+            to_dict (bool, optional): If True, returns the FK result as a dictionary of Transform3d objects. Defaults to False.
+            **kwargs: Additional keyword arguments for customization.
+
+        Returns:
+            torch.Tensor: The homogeneous transformation matrix/matrices for the specified links.
+                        Shape is (batch_size, 4, 4) for batched input or (4, 4) for single input.
+                        If `to_dict` is True, returns a dictionary of Transform3d objects instead.
+        """
+        frame_indices = None
+
+        # Adapt link_names to work with get_frame_indices
+        if link_names is not None:
+            if isinstance(link_names, str):
+                # Single link name
+                frame_indices = self.pk_chain.get_frame_indices(link_names)
+            elif isinstance(link_names, (list, tuple)):
+                # Multiple link names
+                frame_indices = self.pk_chain.get_frame_indices(*link_names)
+            else:
+                raise TypeError(
+                    f"Invalid type for link_names: {type(link_names)}. Expected str, list, or tuple."
+                )
+
+        if end_link_name is None and root_link_name is None:
+            result = self.pk_chain.forward_kinematics(
+                th=qpos, frame_indices=frame_indices
+            )
+        else:
+            pk_serial_chain = create_pk_serial_chain(
+                chain=self.pk_chain,
+                root_link_name=root_link_name,
+                end_link_name=end_link_name,
+            )
+            result = pk_serial_chain.forward_kinematics(th=qpos, end_only=True)
+
+        if to_dict:
+            return result
+
+        # Extract transformation matrices
+        if isinstance(result, dict):
+            if link_names:
+                matrices = torch.stack(
+                    [result[name].get_matrix() for name in link_names], dim=0
+                )
+            else:
+                link_name = end_link_name if end_link_name else list(result.keys())[-1]
+                matrices = result[link_name].get_matrix()
+        elif isinstance(result, list):
+            matrices = torch.stack(
+                [xpos.get_matrix().squeeze() for xpos in result], dim=0
+            )
+        else:
+            matrices = result.get_matrix()
+
+        # Ensure batch format
+        if matrices.dim() == 2:
+            matrices = matrices.unsqueeze(0)
+
+        # Create result tensor with proper homogeneous coordinates
+        if matrices.dim() == 4:  # Multiple links
+            num_links, batch_size, _, _ = matrices.shape
+            result = (
+                torch.eye(4, device=self.device)
+                .expand(num_links, batch_size, 4, 4)
+                .clone()
+            )
+            result[:, :, :3, :] = matrices[:, :, :3, :]
+            result = result.permute(1, 0, 2, 3)  # (batch_size, num_links, 4, 4)
+        elif matrices.dim() == 3:  # Single link
+            batch_size, _, _ = matrices.shape
+            result = torch.eye(4, device=self.device).expand(batch_size, 4, 4).clone()
+            result[:, :3, :] = matrices[:, :3, :]
+        else:
+            raise ValueError(f"Unexpected matrices shape: {matrices.shape}")
+
+        return result
+
+    def compute_jacobian(
+        self,
+        qpos: Optional[Union[torch.Tensor, np.ndarray]],
+        end_link_name: str = None,
+        root_link_name: str = None,
+        locations: Optional[Union[torch.Tensor, np.ndarray]] = None,
+        jac_type: str = "full",
+    ) -> torch.Tensor:
+        """Compute the Jacobian matrix for the given joint positions using the pk_serial_chain.
+
+        Args:
+            qpos (torch.Tensor): The joint positions. Shape can be (dof,) for a single configuration
+                                 or (batch_size, dof) for batched configurations.
+            end_link_name (str, optional): The name of the end link for which the Jacobian is computed.
+                                           Defaults to the last link in the chain.
+            root_link_name (str, optional): The name of the root link for which the Jacobian is computed.
+                                            Defaults to the first link in the chain.
+            locations (Union[torch.Tensor, np.ndarray], optional): Offset points relative to the end-effector
+                                                                   frame for which the Jacobian is computed.
+                                                                   Shape can be (batch_size, 3) or (3,) for a single offset.
+                                                                   Defaults to None (origin of the end-effector frame).
+            jac_type (str, optional): Specifies the part of the Jacobian to return:
+                                      - 'full': Returns the full Jacobian (6, dof) or (batch_size, 6, dof).
+                                      - 'trans': Returns only the translational part (3, dof) or (batch_size, 3, dof).
+                                      - 'rot': Returns only the rotational part (3, dof) or (batch_size, 3, dof).
+                                      Defaults to 'full'.
+
+        Returns:
+            torch.Tensor: The Jacobian matrix. Shape depends on the input:
+                          - For a single link: (6, dof) or (batch_size, 6, dof).
+                          - For multiple links: (num_links, 6, dof) or (num_links, batch_size, 6, dof).
+                          The shape also depends on the `jac_type` parameter.
+        """
+        if qpos is None:
+            qpos = torch.zeros(self.dof, device=self.device)
+
+        # Ensure qpos is a tensor on the correct device
+        qpos = torch.as_tensor(qpos, dtype=torch.float32, device=self.device)
+
+        # Default root and end link names if not provided
+        frame_names = self.pk_chain.get_frame_names()
+        if root_link_name is None:
+            root_link_name = frame_names[0]  # Default to the first frame
+        if end_link_name is None:
+            end_link_name = frame_names[-1]  # Default to the last frame
+
+        # Create pk_serial_chain
+        pk_serial_chain = create_pk_serial_chain(
+            chain=self.pk_chain,
+            root_link_name=root_link_name,
+            end_link_name=end_link_name,
+        )
+
+        # Compute the Jacobian using the kinematics chain
+        J = pk_serial_chain.jacobian(th=qpos, locations=locations)
+
+        # Handle jac_type to return the desired part of the Jacobian
+        if jac_type == "trans":
+            return J[:, :3, :] if J.dim() == 3 else J[:3, :]
+        elif jac_type == "rot":
+            return J[:, 3:, :] if J.dim() == 3 else J[3:, :]
+        elif jac_type == "full":
+            return J
+        else:
+            raise ValueError(
+                f"Invalid jac_type '{jac_type}'. Must be 'full', 'trans', or 'rot'."
+            )
+
+    def set_visual_material(
+        self,
+        mat: VisualMaterial,
+        env_ids: Optional[Sequence[int]] = None,
+        link_names: Optional[List[str]] = None,
+    ) -> None:
+        """Set visual material for the rigid object.
+
+        Args:
+            mat (VisualMaterial): The material to set.
+            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+            link_names (Optional[List[str]], optional): List of link names to apply the material to. If None, applies to all links.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+        link_names = self.link_names if link_names is None else link_names
+
+        for i, env_idx in enumerate(local_env_ids):
+            for link_name in link_names:
+                mat_inst = mat.create_instance(
+                    f"{mat.uid}_{self.uid}_{link_name}_{env_idx}"
+                )
+                self._entities[env_idx].set_material(link_name, mat_inst.mat)
+                self._visual_material[env_idx][link_name] = mat_inst
+
+    def get_visual_material_inst(
+        self,
+        env_ids: Optional[Sequence[int]] = None,
+        link_names: Optional[List[str]] = None,
+    ) -> List[Dict[str, VisualMaterialInst]]:
+        """Get visual material instances for the rigid object.
+
+        Args:
+            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+            link_names (Optional[List[str]], optional): List of link names to filter materials. If None, returns materials for all links.
+        Returns:
+            List[Dict[str, VisualMaterialInst]]: A list where each element corresponds to an environment and contains a dictionary mapping link names to their VisualMaterialInst.
+        """
+        if env_ids is None and link_names is None:
+            return self._visual_material
+
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+        link_names = self.link_names if link_names is None else link_names
+
+        result = []
+        for i, env_idx in enumerate(local_env_ids):
+            if link_names is None:
+                result.append(self._visual_material[env_idx])
+            else:
+                mat_dict = {
+                    link_name: self._visual_material[env_idx][link_name]
+                    for link_name in link_names
+                    if link_name in self._visual_material[env_idx]
+                }
+                result.append(mat_dict)
+        return result
+
+    def destroy(self) -> None:
+        env = self._world.get_env()
+        arenas = env.get_all_arenas()
+        if len(arenas) == 0:
+            arenas = [env]
+        for i, entity in enumerate(self._entities):
+            arenas[i].remove_articulation(entity)
diff --git a/embodichain/lab/sim/objects/gizmo.py b/embodichain/lab/sim/objects/gizmo.py
new file mode 100644
index 00000000..137fe20d
--- /dev/null
+++ b/embodichain/lab/sim/objects/gizmo.py
@@ -0,0 +1,545 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+"""
+Gizmo: A reusable controller for interactive manipulation of simulation elements (object, robot, camera, etc.)
+"""
+
+
+import numpy as np
+import torch
+import dexsim
+from typing import Callable, Optional
+from scipy.spatial.transform import Rotation as R
+
+from embodichain.lab.sim.common import BatchEntity
+from embodichain.lab.sim.objects import RigidObject, Robot
+from embodichain.lab.sim.sensors import Camera
+from embodichain.utils import configclass, logger
+
+from dexsim.types import (
+    AxisOption,
+    RotationRingsOption,
+    AxisArrowType,
+    AxisCornerType,
+    AxisTagType,
+    TransformMask,
+    ActorType,
+    RigidBodyShape,
+    PhysicalAttr,
+)
+from dexsim.render import GizmoController
+
+from embodichain.lab.sim.utility.gizmo_utils import create_gizmo_callback
+
+
+@configclass
+class GizmoCfg:
+    """Configuration class for Gizmo parameters.
+
+    This class defines the visual and interaction parameters for gizmo controllers,
+    including axis appearance and rotation rings settings.
+    """
+
+    # Axis configuration
+    axis_length_x: float = 0.2
+    """Length of X-axis arrow."""
+    axis_length_y: float = 0.2
+    """Length of Y-axis arrow."""
+    axis_length_z: float = 0.2
+    """Length of Z-axis arrow."""
+    axis_size: float = 0.01
+    """Thickness of axis lines."""
+    arrow_type: AxisArrowType = AxisArrowType.CONE
+    """Type of arrow head."""
+    corner_type: AxisCornerType = AxisCornerType.SPHERE
+    """Type of axis corner."""
+    tag_type: AxisTagType = AxisTagType.PLANE
+    """Type of axis label."""
+
+    # Rotation rings configuration
+    rings_radius: float = 0.15
+    """Radius of rotation rings."""
+    rings_size: float = 0.01
+    """Thickness of rotation rings."""
+
+    def to_options_dict(self) -> dict:
+        """Convert configuration to options dictionary format expected by gizmo creation.
+
+        Returns:
+            Dictionary containing AxisOption and RotationRingsOption objects.
+        """
+        return {
+            "axis": AxisOption(
+                lx=self.axis_length_x,
+                ly=self.axis_length_y,
+                lz=self.axis_length_z,
+                size=self.axis_size,
+                arrow_type=self.arrow_type,
+                corner_type=self.corner_type,
+                tag_type=self.tag_type,
+            ),
+            "rings": RotationRingsOption(
+                radius=self.rings_radius, size=self.rings_size
+            ),
+        }
+
+
+class Gizmo:
+    """
+    Generic Gizmo controller for simulation elements.
+    Supports RigidObject, Robot, and Camera with type-specific handling.
+
+    Note:
+        Gizmo can only be used in single environment mode (num_envs=1).
+        Will raise RuntimeError if used with multiple environments.
+    """
+
+    def __init__(
+        self,
+        target: BatchEntity,
+        cfg: Optional[GizmoCfg] = None,
+        control_part: Optional[str] = "arm",
+    ):
+        """
+        Args:
+            target: The simulation element to control (RigidObject, Robot, or Camera)
+            cfg: Gizmo configuration parameters (optional, uses default if None)
+            control_part: For robots, specifies which control part to use (optional, default: "arm")
+        """
+        self.target = target
+        self._target_type = self._detect_target_type(target)
+        self._control_part = control_part
+        self._env = dexsim.default_world().get_env()
+        self._windows = dexsim.default_world().get_windows()
+
+        # Check if running in single environment (num_env must be 1)
+        num_envs = dexsim.get_world_num()
+        if num_envs > 1:
+            raise RuntimeError(
+                f"Gizmo can only be used in single environment mode (num_env=1), "
+                f"but current num_envs={num_envs}. Please create simulation with num_envs=1."
+            )
+
+        # Use provided config or get default
+        if cfg is None:
+            cfg = self._get_default_cfg()
+        self.cfg = cfg
+        self._gizmo = self._create_gizmo(self.cfg)
+        self._callback = None
+        self._state = "active"
+        self._setup_gizmo_follow()
+
+    def _detect_target_type(self, target: BatchEntity) -> str:
+        """Detect target type: 'rigidobject', 'robot', or 'camera' using isinstance only."""
+        if Robot is not None and isinstance(target, Robot):
+            return "robot"
+        if Camera is not None and isinstance(target, Camera):
+            return "camera"
+        if RigidObject is not None and isinstance(target, RigidObject):
+            return "rigidobject"
+
+        raise ValueError(
+            f"Unsupported target type: {type(target)}. Only RigidObject, Robot, and Camera are supported."
+        )
+
+    def _get_default_cfg(self) -> GizmoCfg:
+        """Get default gizmo configuration (same for all target types)"""
+        return GizmoCfg()
+
+    def _create_gizmo(self, cfg: GizmoCfg):
+        """Create gizmo using configuration object"""
+        options = cfg.to_options_dict()
+        axis = options["axis"]
+        rings = options["rings"]
+        return self._env.create_gizmo(axis, rings)
+
+    def _compute_ee_pose_fk(self):
+        """Compute end-effector pose using forward kinematics"""
+        # Get current joint positions for this arm
+        proprioception = self.target.get_proprioception()
+        current_qpos_full = proprioception["qpos"]
+        current_joint_ids = self.target.get_joint_ids(self._robot_arm_name)
+
+        joint_positions = current_qpos_full[:, current_joint_ids]
+        if joint_positions.dim() > 1:
+            joint_positions = joint_positions[0]
+
+        # Compute forward kinematics
+        ee_pose = self.target.compute_fk(
+            joint_positions, name=self._control_part, to_matrix=True
+        )
+
+        return ee_pose
+
+    def _create_proxy_cube(
+        self, position: np.ndarray, rotation_matrix: np.ndarray, name: str
+    ):
+        """Create a proxy cube for gizmo tracking"""
+        # Convert rotation matrix to euler angles
+        euler = R.from_matrix(rotation_matrix).as_euler("xyz", degrees=False)
+
+        # Create small proxy cube at specified position
+        proxy_cube = self._env.create_cube(0.02, 0.02, 0.02)  # 2cm cube
+        proxy_cube.set_location(position[0], position[1], position[2])
+        proxy_cube.set_rotation_euler(euler[0], euler[1], euler[2])
+
+        # Add kinematic physics to proxy cube
+        attr = PhysicalAttr()
+        attr.mass = 0.05
+        proxy_cube.add_rigidbody(ActorType.KINEMATIC, RigidBodyShape.CONVEX, attr)
+
+        # Connect gizmo to proxy cube
+        self._gizmo.node.update_gizmo_follow(proxy_cube.node)
+
+        logger.log_info(f"{name} gizmo proxy created at position: {position}")
+        return proxy_cube
+
+    def _setup_camera_gizmo(self):
+        """Setup gizmo for Camera by creating a proxy RigidObject at camera position"""
+        # Get current camera pose
+        camera_pose = self.target.get_local_pose(to_matrix=True)[0]  # Get first camera
+        camera_pos = camera_pose[:3, 3].cpu().numpy()
+        camera_rot_matrix = camera_pose[:3, :3].cpu().numpy()
+
+        # Create proxy cube and set callback
+        self._proxy_cube = self._create_proxy_cube(
+            camera_pos, camera_rot_matrix, "Camera"
+        )
+        self._gizmo.node.set_flush_transform_callback(self._proxy_gizmo_callback)
+
+    def _proxy_gizmo_callback(self, node, translation, rotation, flag):
+        """Generic callback for proxy-based gizmo: only updates proxy cube transform, defers actual updates"""
+        if node is None:
+            return
+
+        # Check if proxy cube still exists (not destroyed)
+        if not hasattr(self, "_proxy_cube") or self._proxy_cube is None:
+            return
+
+        # Update proxy cube transform
+        if flag == (TransformMask.TRANSFORM_LOCAL | TransformMask.TRANSFORM_T):
+            node.set_translation(translation)
+        elif flag == (TransformMask.TRANSFORM_LOCAL | TransformMask.TRANSFORM_R):
+            node.set_rotation_rpy(rotation)
+
+        # Mark that target needs to be updated, save target transform
+        proxy_pos = self._proxy_cube.get_location()
+        proxy_rot = self._proxy_cube.get_rotation_euler()
+        target_transform = torch.eye(4, dtype=torch.float32)
+        target_transform[:3, 3] = torch.tensor(
+            [proxy_pos[0], proxy_pos[1], proxy_pos[2]], dtype=torch.float32
+        )
+        target_transform[:3, :3] = torch.tensor(
+            R.from_euler("xyz", proxy_rot).as_matrix(), dtype=torch.float32
+        )
+        self._pending_target_transform = target_transform
+
+    def _update_camera_pose(self, target_transform: torch.Tensor):
+        """Update camera pose to match target transform"""
+        try:
+            # Set camera pose using set_local_pose method
+            # target_transform shape: (4, 4), but set_local_pose expects (N, 4, 4)
+            target_transform_batch = target_transform.unsqueeze(
+                0
+            )  # Add batch dimension
+            self.target.set_local_pose(target_transform_batch)
+            return True
+        except Exception as e:
+            logger.log_error(f"Error updating camera pose: {e}")
+            return False
+
+    def _setup_robot_gizmo(self):
+        """Setup gizmo for Robot by creating a proxy RigidObject at end-effector"""
+        # Get end-effector pose using specified control part
+        if self.target.cfg.solver_cfg is None:
+            raise ValueError(
+                "Robot has no solver configured for IK/FK computations for gizmo"
+            )
+
+        arm_names = list(self.target.control_parts.keys())
+        if not arm_names:
+            raise ValueError("Robot has no control parts defined")
+
+        # Use specified control part or fall back to first available
+        if self._control_part and self._control_part in arm_names:
+            self._robot_arm_name = self._control_part
+        else:
+            logger.log_error(f"Control part '{self._control_part}' not found.")
+
+        logger.log_info(f"Using control part: {self._robot_arm_name}")
+
+        # Get end-effector pose using forward kinematics
+        ee_pose = self._compute_ee_pose_fk()[0]  # remove batch dimension
+
+        ee_pos = ee_pose[:3, 3].cpu().numpy()
+        ee_rot_matrix = ee_pose[:3, :3].cpu().numpy()
+
+        # Create proxy cube and set callback
+        self._proxy_cube = self._create_proxy_cube(ee_pos, ee_rot_matrix, "Robot")
+        self._gizmo.node.set_flush_transform_callback(self._proxy_gizmo_callback)
+
+    def _update_robot_ik(self, target_transform: torch.Tensor):
+        """Update robot joints using IK to reach target transform"""
+        try:
+            # Get robot solver for the arm
+            solver = self.target.get_solver(self._robot_arm_name)
+            if solver is None:
+                logger.log_warning(f"No solver found for arm: {self._robot_arm_name}")
+                return False
+
+            # Get current joint positions as seed using proprioception
+            current_qpos_full = self.target.get_qpos()
+
+            # Get joint IDs for this arm
+            current_joint_ids = self.target.get_joint_ids(self._robot_arm_name)
+
+            # Extract joint positions for this specific arm
+            if len(current_joint_ids) > 0:
+                joint_seed = current_qpos_full[
+                    :, current_joint_ids
+                ]  # Select arm joints
+                if joint_seed.dim() > 1:
+                    joint_seed = joint_seed[0]  # Take first batch element
+            else:
+                logger.log_warning(
+                    f"No joint IDs found for arm: {self._robot_arm_name}"
+                )
+                return False
+
+            # Solve IK
+            ik_success, new_qpos = solver.get_ik(
+                target_xpos=target_transform, joint_seed=joint_seed
+            )
+
+            if ik_success:
+                # Ensure correct dimensions for setting qpos
+                if new_qpos.dim() == 1:
+                    new_qpos = new_qpos.unsqueeze(0)
+                elif new_qpos.dim() == 3:
+                    new_qpos = new_qpos[:, 0, :]
+
+                # Update robot joint positions
+                self.target.set_qpos(qpos=new_qpos, joint_ids=current_joint_ids)
+                return True
+            else:
+                logger.log_warning("IK solution not found")
+                return False
+
+        except Exception as e:
+            logger.log_error(f"Error in robot IK: {e}")
+            return False
+
+    def _setup_gizmo_follow(self):
+        """Setup gizmo based on target type"""
+        if self._target_type == "rigidobject":
+            # RigidObject: direct node access through MeshObject
+            self._gizmo.node.update_gizmo_follow(self.target._entities[0].node)
+            self._gizmo.node.set_flush_transform_callback(create_gizmo_callback())
+        elif self._target_type == "robot":
+            # Robot: create proxy object at end-effector position
+            self._setup_robot_gizmo()
+        elif self._target_type == "camera":
+            # Camera: create proxy object at camera position
+            self._setup_camera_gizmo()
+
+    def attach(self, target: BatchEntity):
+        """Attach gizmo to a new simulation element."""
+        self.target = target
+        self._target_type = self._detect_target_type(target)
+        self._setup_gizmo_follow()
+
+    def detach(self):
+        """Detach gizmo from current element."""
+        self.target = None
+        # Use detach_parent to properly disconnect gizmo
+        try:
+            self._gizmo.node.detach_parent()
+        except Exception as e:
+            logger.log_warning(f"Failed to detach gizmo parent: {e}")
+
+    def set_transform_callback(self, callback: Callable):
+        """Set callback for gizmo transform events (translation/rotation)."""
+        self._callback = callback
+        self._gizmo.node.set_flush_transform_callback(callback)
+
+    def set_world_pose(self, pose):
+        """Set gizmo's world pose."""
+        self._gizmo.node.set_world_pose(pose)
+
+    def set_local_pose(self, pose):
+        """Set gizmo's local pose."""
+        self._gizmo.node.set_local_pose(pose)
+
+    def set_line_width(self, width: float):
+        """Set gizmo line width."""
+        self._gizmo.node.set_line_width(width)
+
+    def enable_collision(self, enabled: bool):
+        """Enable or disable gizmo collision."""
+        self._gizmo.node.enable_collision(enabled)
+
+    def get_world_pose(self):
+        """Get gizmo's world pose."""
+        return self._gizmo.node.get_world_pose()
+
+    def get_local_pose(self):
+        """Get gizmo's local pose."""
+        return self._gizmo.node.get_local_pose()
+
+    def get_name(self):
+        """Get gizmo node name."""
+        return self._gizmo.node.get_name()
+
+    def get_parent(self):
+        """Get gizmo's parent node."""
+        return self._gizmo.node.get_parent()
+
+    def toggle_visibility(self) -> bool:
+        """
+        Toggle the visibility of the gizmo.
+
+        Returns:
+            bool: The new visibility state (True = visible, False = hidden)
+        """
+        if not hasattr(self, "_is_visible"):
+            self._is_visible = True  # Default to visible
+
+        # Toggle the state
+        self._is_visible = not self._is_visible
+
+        # Apply the visibility setting to the gizmo node
+        if self._gizmo and hasattr(self._gizmo, "node"):
+            self._gizmo.node.set_physical_visible(self._is_visible, self._is_visible)
+
+        return self._is_visible
+
+    def set_visibility(self, visible: bool):
+        """
+        Set the visibility of the gizmo.
+
+        Args:
+            visible (bool): True to show, False to hide the gizmo
+        """
+        self._is_visible = visible
+
+        # Apply the visibility setting to the gizmo node
+        if self._gizmo and hasattr(self._gizmo, "node"):
+            self._gizmo.node.set_physical_visible(self._is_visible, self._is_visible)
+
+    def is_visible(self) -> bool:
+        """
+        Check if the gizmo is currently visible.
+
+        Returns:
+            bool: True if visible, False if hidden
+        """
+        return getattr(self, "_is_visible", True)
+
+    def update(self):
+        """Synchronize gizmo with target's current transform, and handle IK solving here."""
+        if self._target_type == "rigidobject":
+            self._gizmo.node.update_gizmo_follow(self.target._entities[0].node)
+        elif self._target_type == "robot":
+            # If there is a pending target, solve IK and clear it
+            if (
+                hasattr(self, "_pending_target_transform")
+                and self._pending_target_transform is not None
+            ):
+                self._update_robot_ik(self._pending_target_transform)
+                self._pending_target_transform = None
+        elif self._target_type == "camera":
+            # Update proxy cube position to match current camera pose
+            if hasattr(self, "_proxy_cube") and self._proxy_cube:
+                camera_pose = self.target.get_local_pose(to_matrix=True)[0]
+                camera_pos = camera_pose[:3, 3].cpu().numpy()
+                self._proxy_cube.set_location(
+                    camera_pos[0], camera_pos[1], camera_pos[2]
+                )
+
+            # If there is a pending camera target, update camera pose and clear it
+            if (
+                hasattr(self, "_pending_target_transform")
+                and self._pending_target_transform is not None
+            ):
+                self._update_camera_pose(self._pending_target_transform)
+                self._pending_target_transform = None
+
+    def apply_transform(self, translation, rotation):
+        """Apply transform based on target type"""
+        if self._target_type == "rigidobject":
+            self.target.set_location(*translation)
+            self.target.set_rotation_euler(*rotation)
+        elif self._target_type == "robot":
+            # Robot transforms are handled by IK in the gizmo callback
+            if hasattr(self, "_proxy_cube") and self._proxy_cube:
+                self._proxy_cube.set_location(*translation)
+                self._proxy_cube.set_rotation_euler(*rotation)
+        elif self._target_type == "camera":
+            # Camera transforms are handled by pose update in the gizmo callback
+            if hasattr(self, "_proxy_cube") and self._proxy_cube:
+                self._proxy_cube.set_location(*translation)
+                self._proxy_cube.set_rotation_euler(*rotation)
+        else:
+            # Other target types
+            pass
+
+    def destroy(self):
+        """Clean up gizmo resources and release references."""
+        # Clear transform callback first to avoid bad_function_call
+        if hasattr(self, "_gizmo") and self._gizmo and hasattr(self._gizmo, "node"):
+            try:
+                # Clear transform callback before any other cleanup
+                self._gizmo.node.set_flush_transform_callback(None)
+                logger.log_info("Cleared gizmo transform callback")
+            except Exception as e:
+                logger.log_warning(f"Failed to clear gizmo callback: {e}")
+
+        # Remove proxy cube if exists (before detaching gizmo)
+        if hasattr(self, "_proxy_cube") and self._proxy_cube:
+            try:
+                # Detach gizmo from proxy cube first
+                if (
+                    hasattr(self, "_gizmo")
+                    and self._gizmo
+                    and hasattr(self._gizmo, "node")
+                ):
+                    self._gizmo.node.detach_parent()
+                # Then remove the proxy cube
+                self._env.remove_actor(self._proxy_cube)
+                logger.log_info("Successfully removed proxy cube from environment")
+            except Exception as e:
+                logger.log_warning(f"Failed to remove proxy cube: {e}")
+            self._proxy_cube = None
+
+        # Final gizmo cleanup
+        if hasattr(self, "_gizmo") and self._gizmo and hasattr(self._gizmo, "node"):
+            try:
+                # Ensure detach_parent is called if not done above
+                if self._target_type in ["robot", "camera"]:
+                    pass  # Already detached above
+                else:
+                    self._gizmo.node.detach_parent()
+                logger.log_info("Successfully cleaned up gizmo node")
+            except Exception as e:
+                logger.log_warning(f"Failed to cleanup gizmo node: {e}")
+
+        # Clear pending transform
+        if hasattr(self, "_pending_target_transform"):
+            self._pending_target_transform = None
+
+        # Directly release references
+        self._gizmo = None
+        self.target = None
diff --git a/embodichain/lab/sim/objects/light.py b/embodichain/lab/sim/objects/light.py
new file mode 100644
index 00000000..fb085e88
--- /dev/null
+++ b/embodichain/lab/sim/objects/light.py
@@ -0,0 +1,281 @@
+import torch
+import numpy as np
+from typing import List, Optional, Sequence
+from dexsim.render import Light as _Light
+from embodichain.lab.sim.cfg import LightCfg
+from embodichain.lab.sim.common import BatchEntity
+from embodichain.utils import logger
+
+
+class Light(BatchEntity):
+    """Light represents a batch of lights in the simulation.
+
+    Each light supports the following properties:
+        - Color (3 floats)
+        - Intensity (1 float)
+        - Falloff (1 float)
+        - Location (3 floats)
+    """
+
+    def __init__(
+        self,
+        cfg: LightCfg,
+        entities: List[_Light] = None,
+        device: torch.device = torch.device("cpu"),
+    ) -> None:
+
+        super().__init__(cfg, entities, device)
+
+    def set_color(
+        self, colors: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+    ) -> None:
+        """Set color for one or more lights.
+
+        Args:
+            colors (torch.Tensor): Tensor of shape (M, 3) or (3,), representing RGB values.
+                - If shape is (3,), the same color is applied to all targeted instances.
+                - If shape is (M, 3), M must match the number of targeted instances.
+            env_ids (Optional[Sequence[int]]): Indices of instances to set. If None:
+                - For colors.shape == (3,), applies to all instances.
+                - For colors.shape == (M, 3), M must equal num_instances, applies per-instance.
+        """
+        self._apply_vector3(colors, env_ids, "set_color")
+
+    def set_intensity(
+        self, intensities: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+    ) -> None:
+        """Set intensity for one or more lights.
+
+        Args:
+            intensities (torch.Tensor): Tensor of shape (M,), (1,), or scalar (0-dim).
+                - If scalar or shape (1,), the same intensity is applied to all targeted instances.
+                - If shape (M,), M must match the number of targeted instances.
+            env_ids (Optional[Sequence[int]]): Indices of instances to set. If None:
+                - For scalar/shape (1,), applies to all instances.
+                - For shape (M,), M must equal num_instances, applies per-instance.
+        """
+        self._apply_scalar(intensities, env_ids, "set_intensity")
+
+    def set_falloff(
+        self, falloffs: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+    ) -> None:
+        """Set falloff (radius) for one or more lights.
+
+        Args:
+            falloffs (torch.Tensor): Tensor of shape (M,), (1,), or scalar (0-dim).
+                - If scalar or shape (1,), the same falloff is applied to all targeted instances.
+                - If shape (M,), M must match the number of targeted instances.
+            env_ids (Optional[Sequence[int]]): Indices of instances to set. If None:
+                - For scalar/shape (1,), applies to all instances.
+                - For shape (M,), M must equal num_instances, applies per-instance.
+        """
+        self._apply_scalar(falloffs, env_ids, "set_falloff")
+
+    def set_local_pose(
+        self,
+        pose: torch.Tensor,
+        env_ids: Optional[Sequence[int]] = None,
+        to_matrix: bool = False,
+    ) -> None:
+        """Set local pose (translation) for one or more lights.
+
+        Args:
+            pose (torch.Tensor):
+                - If to_matrix=False: shape (3,) or (M, 3), representing (x, y, z).
+                - If to_matrix=True: shape (4, 4) or (M, 4, 4); translation extracted automatically.
+            env_ids (Optional[Sequence[int]]): Indices to set. If None:
+                - For vector input (3,) broadcast to all, or (M,3) with M == num_instances.
+                - For matrix input (4,4) broadcast to all, or (M,4,4) with M == num_instances.
+            to_matrix (bool): Interpret `pose` as full 4x4 matrix if True, else as vector(s).
+        """
+        if not torch.is_tensor(pose):
+            logger.log_error(
+                f"set_local_pose requires a torch.Tensor, got {type(pose)}"
+            )
+            return
+
+        cpu = pose.detach().cpu()
+        if to_matrix:
+            if cpu.ndim == 2 and cpu.shape == (4, 4):
+                trans = cpu[:3, 3]
+            elif cpu.ndim == 3 and cpu.shape[1:] == (4, 4):
+                trans = cpu[..., 0:3, 3]
+            else:
+                logger.log_error(
+                    f"set_local_pose matrix: expected (4,4) or (N,4,4), got {tuple(cpu.shape)}"
+                )
+                return
+        else:
+            trans = cpu  # expect (3,) or (M,3)
+
+        try:
+            self._apply_vector3(trans, env_ids, setter_name="set_location")
+        except Exception as e:
+            logger.log_error(f"set_local_pose: error while applying translation: {e}")
+
+    def get_local_pose(self, to_matrix: bool = False) -> torch.Tensor:
+        """Get local pose of each light, either as full matrix or translation vector.
+
+        Args:
+            to_matrix (bool, optional): If True, return poses as 4×4 matrices.
+                If False, return translations only as (x, y, z). Defaults to False.
+        Returns:
+            torch.Tensor:
+                - If to_matrix=True: Tensor of shape (N, 4, 4), where N == num_instances.
+                - If to_matrix=False: Tensor of shape (N, 3), containing translations.
+                On error or empty instances, returns an empty tensor with shape (0, 4, 4) or (0, 3) respectively, and logs via logger.log_error.
+        """
+        mats = []
+        for i in range(self.num_instances):
+            try:
+                mat = self._entities[i].get_local_pose()  # expect numpy (4,4)
+                arr = np.array(mat, dtype=np.float32)
+                if arr.shape != (4, 4):
+                    logger.log_error(
+                        f"get_local_pose: unexpected shape {arr.shape} for instance {i}"
+                    )
+                    return torch.empty(
+                        (0, 4, 4) if to_matrix else (0, 3), dtype=torch.float32
+                    )
+                mats.append(arr)
+            except Exception as e:
+                logger.log_error(f"get_local_pose: error for instance {i}: {e}")
+                return torch.empty(
+                    (0, 4, 4) if to_matrix else (0, 3), dtype=torch.float32
+                )
+
+        if not mats:
+            return torch.empty((0, 4, 4) if to_matrix else (0, 3), dtype=torch.float32)
+
+        stacked = np.stack(mats, axis=0)  # (N,4,4)
+        tensor4 = torch.from_numpy(stacked)
+        if to_matrix:
+            return tensor4
+        # else return translations
+        return tensor4[:, 0:3, 3].clone()
+
+    def _apply_vector3(
+        self,
+        tensor: torch.Tensor,
+        env_ids: Optional[Sequence[int]],
+        setter_name: str,
+    ) -> None:
+        """
+        Generic helper for 3-element vectors (color, location).
+        Expects tensor shape: (3,), or (M,3) with M == num_instances or M == len(env_ids).
+        """
+        # Validate tensor type
+        if not torch.is_tensor(tensor):
+            logger.log_error(
+                f"{setter_name} requires a torch.Tensor, got {type(tensor)}"
+            )
+            return
+
+        cpu = tensor.detach().cpu()
+        # Determine target indices
+        if env_ids is None:
+            all_ids = list(range(self.num_instances))
+        else:
+            all_ids = list(env_ids)
+
+        # Cases:
+        # 1) cpu.ndim == 1 and size == 3: broadcast to all_ids
+        if cpu.ndim == 1 and cpu.shape[0] == 3:
+            arr = cpu.numpy()
+            for i in all_ids:
+                getattr(self._entities[i], setter_name)(
+                    float(arr[0]), float(arr[1]), float(arr[2])
+                )
+            return
+
+        # 2) cpu.ndim == 2 and cpu.shape == (num_instances, 3), env_ids None or full
+        if cpu.ndim == 2 and cpu.shape == (self.num_instances, 3) and env_ids is None:
+            arr_all = cpu.numpy()
+            for i in range(self.num_instances):
+                getattr(self._entities[i], setter_name)(
+                    float(arr_all[i, 0]), float(arr_all[i, 1]), float(arr_all[i, 2])
+                )
+            return
+
+        # 3) cpu.ndim == 2 and env_ids provided, cpu.shape == (len(env_ids), 3)
+        if (
+            cpu.ndim == 2
+            and env_ids is not None
+            and cpu.shape[0] == len(all_ids)
+            and cpu.shape[1] == 3
+        ):
+            arr_sel = cpu.numpy()
+            for idx, i in enumerate(all_ids):
+                getattr(self._entities[i], setter_name)(
+                    float(arr_sel[idx, 0]),
+                    float(arr_sel[idx, 1]),
+                    float(arr_sel[idx, 2]),
+                )
+            return
+
+        logger.log_error(
+            f"{setter_name}: tensor shape {tuple(cpu.shape)} is invalid for broadcasting "
+            f"(expected (3,) or ({self.num_instances},3) or ({len(all_ids)},3))."
+        )
+
+    def _apply_scalar(
+        self,
+        tensor: torch.Tensor,
+        env_ids: Optional[Sequence[int]],
+        setter_name: str,
+    ) -> None:
+        """
+        Generic helper for scalar floats (intensity, falloff).
+        Accepts tensor shape: () (0-dim), (1,), or (M,) with M == num_instances or M == len(env_ids).
+        """
+        if not torch.is_tensor(tensor):
+            logger.log_error(
+                f"{setter_name} requires a torch.Tensor, got {type(tensor)}"
+            )
+            return
+
+        cpu = tensor.detach().cpu()
+        if env_ids is None:
+            all_ids = list(range(self.num_instances))
+        else:
+            all_ids = list(env_ids)
+
+        # 1) scalar tensor: broadcast
+        if cpu.ndim == 0:
+            val = float(cpu.item())
+            for i in all_ids:
+                getattr(self._entities[i], setter_name)(val)
+            return
+
+        # 2) 1D tensor:
+        if cpu.ndim == 1:
+            length = cpu.shape[0]
+            arr = cpu.numpy()
+            # a) length == num_instances and env_ids None: map one-to-one
+            if length == self.num_instances and env_ids is None:
+                for i in range(self.num_instances):
+                    getattr(self._entities[i], setter_name)(float(arr[i]))
+                return
+            # b) length == len(env_ids) when env_ids provided: map one-to-one
+            if env_ids is not None and length == len(all_ids):
+                for idx, i in enumerate(all_ids):
+                    getattr(self._entities[i], setter_name)(float(arr[idx]))
+                return
+            # c) length == 1: broadcast
+            if length == 1:
+                val = float(arr[0])
+                for i in all_ids:
+                    getattr(self._entities[i], setter_name)(val)
+                return
+
+        logger.log_error(
+            f"{setter_name}: tensor shape {tuple(cpu.shape)} is invalid for broadcasting "
+            f"(expected scalar, (1,), ({self.num_instances},) or ({len(all_ids)},))."
+        )
+
+    def reset(self, env_ids: Optional[Sequence[int]] = None) -> None:
+        self.cfg: LightCfg
+        self.set_color(torch.as_tensor(self.cfg.color), env_ids=env_ids)
+        self.set_intensity(torch.as_tensor(self.cfg.intensity), env_ids=env_ids)
+        self.set_falloff(torch.as_tensor(self.cfg.radius), env_ids=env_ids)
+        self.set_local_pose(torch.as_tensor(self.cfg.init_pos), env_ids=env_ids)
diff --git a/embodichain/lab/sim/objects/rigid_object.py b/embodichain/lab/sim/objects/rigid_object.py
new file mode 100644
index 00000000..d5b4bb6e
--- /dev/null
+++ b/embodichain/lab/sim/objects/rigid_object.py
@@ -0,0 +1,667 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import dexsim
+import numpy as np
+
+from dataclasses import dataclass
+from typing import List, Sequence, Optional, Union
+
+from dexsim.models import MeshObject
+from dexsim.types import RigidBodyGPUAPIReadType, RigidBodyGPUAPIWriteType
+from dexsim.engine import CudaArray, PhysicsScene
+from embodichain.lab.sim.cfg import RigidObjectCfg, RigidBodyAttributesCfg
+from embodichain.lab.sim import (
+    VisualMaterial,
+    VisualMaterialInst,
+    BatchEntity,
+)
+from embodichain.lab.sim.utility import is_rt_enabled
+from embodichain.utils.math import convert_quat
+from embodichain.utils.math import matrix_from_quat, quat_from_matrix, matrix_from_euler
+from embodichain.utils import logger
+
+
+@dataclass
+class RigidBodyData:
+    """Data manager for rigid body with body type of dynamic or kinematic.
+
+    Note:
+        1. The pose data managed by dexsim is in the format of (qx, qy, qz, qw, x, y, z), but in SimulationManager, we use (x, y, z, qw, qx, qy, qz) format.
+    """
+
+    def __init__(
+        self, entities: List[MeshObject], ps: PhysicsScene, device: torch.device
+    ) -> None:
+        """Initialize the RigidBodyData.
+
+        Args:
+            entities (List[MeshObject]): List of MeshObjects representing the rigid bodies.
+            ps (PhysicsScene): The physics scene.
+            device (torch.device): The device to use for the rigid body data.
+        """
+        self.entities = entities
+        self.ps = ps
+        self.num_instances = len(entities)
+        self.device = device
+
+        # get gpu indices for the entities.
+        self.gpu_indices = torch.as_tensor(
+            [entity.get_gpu_index() for entity in self.entities],
+            dtype=torch.int32,
+            device=self.device,
+        )
+
+        # Initialize rigid body data.
+        self._pose = torch.zeros(
+            (self.num_instances, 7), dtype=torch.float32, device=self.device
+        )
+        self._lin_vel = torch.zeros(
+            (self.num_instances, 3), dtype=torch.float32, device=self.device
+        )
+        self._ang_vel = torch.zeros(
+            (self.num_instances, 3), dtype=torch.float32, device=self.device
+        )
+
+    @property
+    def pose(self) -> torch.Tensor:
+        if self.device.type == "cpu":
+            # Fetch pose from CPU entities
+            xyzs = torch.as_tensor(
+                np.array([entity.get_location() for entity in self.entities]),
+                dtype=torch.float32,
+                device=self.device,
+            )
+            quats = torch.as_tensor(
+                np.array(
+                    [entity.get_rotation_quat() for entity in self.entities],
+                ),
+                dtype=torch.float32,
+                device=self.device,
+            )
+            quats = convert_quat(quats, to="wxyz")
+            self._pose = torch.cat((xyzs, quats), dim=-1)
+        else:
+            self.ps.gpu_fetch_rigid_body_data(
+                data=self._pose,
+                gpu_indices=self.gpu_indices,
+                data_type=RigidBodyGPUAPIReadType.POSE,
+            )
+            self._pose[:, :4] = convert_quat(self._pose[:, :4], to="wxyz")
+            self._pose = self._pose[:, [4, 5, 6, 0, 1, 2, 3]]
+        return self._pose
+
+    @property
+    def lin_vel(self) -> torch.Tensor:
+        if self.device.type == "cpu":
+            # Fetch linear velocity from CPU entities
+            self._lin_vel = torch.as_tensor(
+                np.array([entity.get_linear_velocity() for entity in self.entities]),
+                dtype=torch.float32,
+                device=self.device,
+            )
+        else:
+            self.ps.gpu_fetch_rigid_body_data(
+                data=self._lin_vel,
+                gpu_indices=self.gpu_indices,
+                data_type=RigidBodyGPUAPIReadType.LINEAR_VELOCITY,
+            )
+        return self._lin_vel
+
+    @property
+    def ang_vel(self) -> torch.Tensor:
+        if self.device.type == "cpu":
+            # Fetch angular velocity from CPU entities
+            self._ang_vel = torch.as_tensor(
+                np.array(
+                    [entity.get_angular_velocity() for entity in self.entities],
+                ),
+                dtype=torch.float32,
+                device=self.device,
+            )
+        else:
+            self.ps.gpu_fetch_rigid_body_data(
+                data=self._ang_vel,
+                gpu_indices=self.gpu_indices,
+                data_type=RigidBodyGPUAPIReadType.ANGULAR_VELOCITY,
+            )
+        return self._ang_vel
+
+    @property
+    def vel(self) -> torch.Tensor:
+        """Get the linear and angular velocities of the rigid bodies.
+
+        Returns:
+            torch.Tensor: The linear and angular velocities concatenated, with shape (N, 6).
+        """
+        return torch.cat((self.lin_vel, self.ang_vel), dim=-1)
+
+
+class RigidObject(BatchEntity):
+    """RigidObject represents a batch of rigid body in the simulation.
+
+    There are three types of rigid body:
+        - Static: Actors that do not move and are used as the environment.
+        - Dynamic: Actors that can move and are affected by physics.
+        - Kinematic: Actors that can move but are not affected by physics.
+
+    """
+
+    def __init__(
+        self,
+        cfg: RigidObjectCfg,
+        entities: List[MeshObject] = None,
+        device: torch.device = torch.device("cpu"),
+    ) -> None:
+        self.body_type = cfg.body_type
+
+        self._world = dexsim.default_world()
+        self._ps = self._world.get_physics_scene()
+
+        self._all_indices = torch.arange(
+            len(entities), dtype=torch.int32, device=device
+        )
+
+        # data for managing body data (only for dynamic and kinematic bodies) on GPU.
+        self._data: Optional[RigidBodyData] = None
+        if self.is_static is False:
+            self._data = RigidBodyData(entities=entities, ps=self._ps, device=device)
+
+        # For rendering purposes, each instance can have its own material.
+        self._visual_material: List[VisualMaterialInst] = [None] * len(entities)
+
+        for entity in entities:
+            entity.set_body_scale(*cfg.body_scale)
+            entity.set_physical_attr(cfg.attrs.attr())
+
+        if device.type == "cuda":
+            self._world.update(0.001)
+
+        super().__init__(cfg, entities, device)
+
+        # set default collision filter
+        self._set_default_collision_filter()
+
+    def __str__(self) -> str:
+        parent_str = super().__str__()
+        return (
+            parent_str
+            + f" | body type: {self.body_type} | max_convex_hull_num: {self.cfg.max_convex_hull_num}"
+        )
+
+    @property
+    def body_data(self) -> Optional[RigidBodyData]:
+        """Get the rigid body data manager for this rigid object.
+
+        Returns:
+            RigidBodyData: The rigid body data manager.
+        """
+        if self.is_static:
+            logger.log_warning("Static rigid object has no body data.")
+            return None
+
+        return self._data
+
+    @property
+    def body_state(self) -> torch.Tensor:
+        """Get the body state of the rigid object.
+
+        The body state of a rigid object is represented as a tensor with the following format:
+        [x, y, z, qw, qx, qy, qz, lin_x, lin_y, lin_z, ang_x, ang_y, ang_z]
+
+        If the rigid object is static, linear and angular velocities will be zero.
+
+        Returns:
+            torch.Tensor: The body state of the rigid object with shape (N, 13), where N is the number of instances.
+        """
+        if self.is_static:
+            # For static bodies, we return the state with zero velocities.
+            zero_velocity = torch.zeros((self.num_instances, 6), device=self.device)
+            return torch.cat((self.pose, zero_velocity), dim=-1)
+
+        return torch.cat(
+            (self.body_data.pose, self.body_data.lin_vel, self.body_data.ang_vel),
+            dim=-1,
+        )
+
+    @property
+    def is_static(self) -> bool:
+        """Check if the rigid object is static.
+
+        Returns:
+            bool: True if the rigid object is static, False otherwise.
+        """
+        return self.body_type == "static"
+
+    @property
+    def is_non_dynamic(self) -> bool:
+        """Check if the rigid object is non-dynamic (static or kinematic).
+
+        Returns:
+            bool: True if the rigid object is non-dynamic, False otherwise.
+        """
+        return self.body_type in ("static", "kinematic")
+
+    def _set_default_collision_filter(self) -> None:
+        collision_filter_data = torch.zeros(
+            size=(self.num_instances, 4), dtype=torch.int32
+        )
+        for i in range(self.num_instances):
+            collision_filter_data[i, 0] = i
+            collision_filter_data[i, 1] = 1
+        self.set_collision_filter(collision_filter_data)
+
+    def set_collision_filter(
+        self, filter_data: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+    ) -> None:
+        """set collision filter data for the rigid object.
+
+        Args:
+            filter_data (torch.Tensor): [N, 4] of int.
+                First element of each object is arena id.
+                If 2nd element is 0, the object will collision with all other objects in world.
+                3rd and 4th elements are not used currently.
+
+            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used. Defaults to None.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if len(local_env_ids) != len(filter_data):
+            logger.log_error(
+                f"Length of env_ids {len(local_env_ids)} does not match pose length {len(filter_data)}."
+            )
+
+        filter_data_np = filter_data.cpu().numpy().astype(np.uint32)
+        for i, env_idx in enumerate(local_env_ids):
+            self._entities[env_idx].get_physical_body().set_collision_filter_data(
+                filter_data_np[i]
+            )
+
+    def set_local_pose(
+        self, pose: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+    ) -> None:
+        """Set local pose of the rigid object.
+
+        Args:
+            pose (torch.Tensor): The local pose of the rigid object with shape (N, 7) or (N, 4, 4).
+            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if len(local_env_ids) != len(pose):
+            logger.log_error(
+                f"Length of env_ids {len(local_env_ids)} does not match pose length {len(pose)}."
+            )
+
+        if self.device.type == "cpu" or self.is_static:
+            pose = pose.cpu()
+            if pose.dim() == 2 and pose.shape[1] == 7:
+                pose_matrix = torch.eye(4).unsqueeze(0).repeat(pose.shape[0], 1, 1)
+                pose_matrix[:, :3, 3] = pose[:, :3]
+                pose_matrix[:, :3, :3] = matrix_from_quat(pose[:, 3:7])
+                for i, env_idx in enumerate(local_env_ids):
+                    self._entities[env_idx].set_local_pose(pose_matrix[i])
+            elif pose.dim() == 3 and pose.shape[1:] == (4, 4):
+                for i, env_idx in enumerate(local_env_ids):
+                    self._entities[env_idx].set_local_pose(pose[i])
+            else:
+                logger.log_error(
+                    f"Invalid pose shape {pose.shape}. Expected (N, 7) or (N, 4, 4)."
+                )
+
+        else:
+            if pose.dim() == 2 and pose.shape[1] == 7:
+                xyz = pose[:, :3]
+                quat = convert_quat(pose[:, 3:7], to="xyzw")
+            elif pose.dim() == 3 and pose.shape[1:] == (4, 4):
+                xyz = pose[:, :3, 3]
+                quat = quat_from_matrix(pose[:, :3, :3])
+                quat = convert_quat(quat, to="xyzw")
+            else:
+                logger.log_error(
+                    f"Invalid pose shape {pose.shape}. Expected (N, 7) or (N, 4, 4)."
+                )
+
+            # we should keep `pose_` life cycle to the end of the function.
+            pose = torch.cat((quat, xyz), dim=-1)
+            indices = self.body_data.gpu_indices[local_env_ids]
+            self._ps.gpu_apply_rigid_body_data(
+                data=pose.clone(),
+                gpu_indices=indices,
+                data_type=RigidBodyGPUAPIWriteType.POSE,
+            )
+            if is_rt_enabled() is False:
+                self._world.sync_poses_gpu_to_cpu(
+                    rigid_pose=CudaArray(pose), rigid_gpu_indices=CudaArray(indices)
+                )
+
+    def get_local_pose(self, to_matrix: bool = False) -> torch.Tensor:
+        """Get local pose of the rigid object.
+
+        Args:
+            to_matrix (bool, optional): If True, return the pose as a 4x4 matrix. If False, return as (x, y, z, qw, qx, qy, qz). Defaults to False.
+
+        Returns:
+            torch.Tensor: The local pose of the rigid object with shape (N, 7) or (N, 4, 4) depending on `to_matrix`.
+        """
+
+        def get_local_pose_cpu(
+            entities: List[MeshObject], to_matrix: bool
+        ) -> torch.Tensor:
+            """Helper function to get local pose on CPU."""
+            if to_matrix:
+                pose = torch.as_tensor(
+                    [entity.get_local_pose() for entity in entities],
+                )
+            else:
+                xyzs = torch.as_tensor([entity.get_location() for entity in entities])
+                quats = torch.as_tensor(
+                    [entity.get_rotation_quat() for entity in entities]
+                )
+                quats = convert_quat(quats, to="wxyz")
+                pose = torch.cat((xyzs, quats), dim=-1)
+
+            return pose
+
+        if self.is_static:
+            return get_local_pose_cpu(self._entities, to_matrix).to(self.device)
+
+        pose = self.body_data.pose
+        if to_matrix:
+            xyz = pose[:, :3]
+            mat = matrix_from_quat(pose[:, 3:7])
+            pose = (
+                torch.eye(4, dtype=torch.float32, device=self.device)
+                .unsqueeze(0)
+                .repeat(pose.shape[0], 1, 1)
+            )
+            pose[:, :3, 3] = xyz
+            pose[:, :3, :3] = mat
+        return pose
+
+    def add_force_torque(
+        self,
+        force: Optional[torch.Tensor] = None,
+        torque: Optional[torch.Tensor] = None,
+        pos: Optional[torch.Tensor] = None,
+        env_ids: Optional[Sequence[int]] = None,
+    ) -> None:
+        """Add force and/or torque to the rigid object.
+
+        TODO: Currently, apply force at position `pos` is not supported.
+
+        Note: there are a few different ways to apply force and torque:
+            - If `pos` is specified, the force is applied at that position.
+            - if not `pos` is specified, the force and torque are applied at the center of mass of the rigid body.
+
+        Args:
+            force (Optional[torch.Tensor] = None): The force to add with shape (N, 3). Defaults to None.
+            torque (Optional[torch.Tensor], optional): The torque to add with shape (N, 3). Defaults to None.
+            pos (Optional[torch.Tensor], optional): The position to apply the force at with shape (N, 3). Defaults to None.
+            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+        """
+        if force is None and torque is None:
+            logger.log_warning(
+                "Both force and torque are None. No force or torque will be applied."
+            )
+            return
+
+        if self.is_non_dynamic:
+            logger.log_warning(
+                "Cannot apply force or torque to non-dynamic rigid body."
+            )
+            return
+
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if force is not None and len(local_env_ids) != len(force):
+            logger.log_error(
+                f"Length of env_ids {len(local_env_ids)} does not match force length {len(force)}."
+            )
+
+        if torque is not None and len(local_env_ids) != len(torque):
+            logger.log_error(
+                f"Length of env_ids {len(local_env_ids)} does not match torque length {len(torque)}."
+            )
+
+        if self.device.type == "cpu":
+            for i, env_idx in enumerate(local_env_ids):
+                if force is not None:
+                    self._entities[env_idx].add_force(force[i].cpu().numpy())
+                if torque is not None:
+                    self._entities[env_idx].add_torque(torque[i].cpu().numpy())
+
+        else:
+            indices = self.body_data.gpu_indices[local_env_ids]
+            if force is not None:
+                self._ps.gpu_apply_rigid_body_data(
+                    data=force,
+                    gpu_indices=indices,
+                    data_type=RigidBodyGPUAPIWriteType.FORCE,
+                )
+            if torque is not None:
+                self._ps.gpu_apply_rigid_body_data(
+                    data=torque,
+                    gpu_indices=indices,
+                    data_type=RigidBodyGPUAPIWriteType.TORQUE,
+                )
+
+    def set_attrs(
+        self,
+        attrs: Union[RigidBodyAttributesCfg, List[RigidBodyAttributesCfg]],
+        env_ids: Optional[Sequence[int]] = None,
+    ) -> None:
+        """Set physical attributes for the rigid object.
+
+        Args:
+            attrs (Union[RigidBodyAttributesCfg, List[RigidBodyAttributesCfg]]): The physical attributes to set.
+            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if isinstance(attrs, List) and len(local_env_ids) != len(attrs):
+            logger.log_error(
+                f"Length of env_ids {len(local_env_ids)} does not match attrs length {len(attrs)}."
+            )
+
+        # TODO: maybe need to improve the physical attributes setter efficiency.
+        if isinstance(attrs, RigidBodyAttributesCfg):
+            for i, env_idx in enumerate(local_env_ids):
+                self._entities[env_idx].set_physical_attr(attrs.attr())
+        else:
+            for i, env_idx in enumerate(local_env_ids):
+                self._entities[env_idx].set_physical_attr(attrs[i].attr())
+
+    def set_visual_material(
+        self, mat: VisualMaterial, env_ids: Optional[Sequence[int]] = None
+    ) -> None:
+        """Set visual material for the rigid object.
+
+        Args:
+            mat (VisualMaterial): The material to set.
+            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        for i, env_idx in enumerate(local_env_ids):
+            mat_inst = mat.create_instance(f"{mat.uid}_{self.uid}_{env_idx}")
+            self._entities[env_idx].set_material(mat_inst.mat)
+            self._visual_material[env_idx] = mat_inst
+
+    def get_visual_material_inst(
+        self, env_ids: Optional[Sequence[int]] = None
+    ) -> List[VisualMaterialInst]:
+        """Get material instances for the rigid object.
+
+        Args:
+            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+
+        Returns:
+            List[MaterialInst]: List of material instances.
+        """
+        ids = env_ids if env_ids is not None else range(self.num_instances)
+        return [self._visual_material[i] for i in ids]
+
+    def get_body_scale(self, env_ids: Optional[Sequence[int]] = None) -> torch.Tensor:
+        """
+        Retrieve the body scale for specified environment instances.
+
+        Args:
+            env_ids (Optional[Sequence[int]]): A sequence of environment instance IDs.
+                If None, retrieves the body scale for all instances.
+
+        Returns:
+            torch.Tensor: A tensor containing the body scales of the specified instances,
+            with shape (N, 3) dtype int32 and located on the specified device.
+        """
+        ids = env_ids if env_ids is not None else range(self.num_instances)
+        return torch.as_tensor(
+            [self._entities[id].get_body_scale() for id in ids],
+            dtype=torch.float32,
+            device=self.device,
+        )
+
+    def set_body_scale(
+        self, scale: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+    ) -> None:
+        """Set the scale of the rigid body.
+
+        Args:
+            scale (torch.Tensor): The scale to set with shape (N, 3).
+            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if len(local_env_ids) != len(scale):
+            logger.log_error(
+                f"Length of env_ids {len(local_env_ids)} does not match scale length {len(scale)}."
+            )
+
+        if self.device.type == "cpu":
+            for i, env_idx in enumerate(local_env_ids):
+                scale = scale[i].cpu().numpy()
+                self._entities[env_idx].set_body_scale(*scale)
+        else:
+            logger.log_error(f"Setting body scale on GPU is not supported yet.")
+
+    def get_vertices(self, env_ids: Optional[Sequence[int]] = None) -> torch.Tensor:
+        """
+        Retrieve the vertices of the rigid objects.
+
+        Args:
+            env_ids (Optional[Sequence[int]]): A sequence of environment IDs for which to retrieve vertices.
+                                                If None, retrieves vertices for all instances.
+
+        Returns:
+            torch.Tensor: A tensor containing the user IDs of the specified rigid objects with shape (N, num_verts, 3).
+        """
+        ids = env_ids if env_ids is not None else range(self.num_instances)
+        return torch.as_tensor(
+            np.array(
+                [self._entities[id].get_vertices() for id in ids],
+            ),
+            dtype=torch.float32,
+            device=self.device,
+        )
+
+    def get_user_ids(self) -> torch.Tensor:
+        """Get the user ids of the rigid bodies.
+
+        Returns:
+            torch.Tensor: A tensor of shape (num_envs,) representing the user ids of the rigid bodies.
+        """
+        return torch.as_tensor(
+            [entity.get_user_id() for entity in self._entities],
+            dtype=torch.int32,
+            device=self.device,
+        )
+
+    def clear_dynamics(self, env_ids: Optional[Sequence[int]] = None) -> None:
+        """Clear the dynamics of the rigid bodies by resetting velocities and applying zero forces and torques.
+
+        Args:
+            env_ids (Optional[Sequence[int]]): Environment indices. If None, then all indices are used.
+        """
+        if self.is_non_dynamic:
+            return
+
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if self.device.type == "cpu":
+            for env_idx in local_env_ids:
+                self._entities[env_idx].clear_dynamics()
+        else:
+            # Apply zero force and torque to the rigid bodies.
+            zeros = torch.zeros(
+                (len(local_env_ids), 3), dtype=torch.float32, device=self.device
+            )
+            indices = self.body_data.gpu_indices[local_env_ids]
+            self._ps.gpu_apply_rigid_body_data(
+                data=zeros,
+                gpu_indices=indices,
+                data_type=RigidBodyGPUAPIWriteType.LINEAR_VELOCITY,
+            )
+            self._ps.gpu_apply_rigid_body_data(
+                data=zeros,
+                gpu_indices=indices,
+                data_type=RigidBodyGPUAPIWriteType.ANGULAR_VELOCITY,
+            )
+            self._ps.gpu_apply_rigid_body_data(
+                data=zeros,
+                gpu_indices=indices,
+                data_type=RigidBodyGPUAPIWriteType.FORCE,
+            )
+            self._ps.gpu_apply_rigid_body_data(
+                data=zeros,
+                gpu_indices=indices,
+                data_type=RigidBodyGPUAPIWriteType.TORQUE,
+            )
+
+    def reset(self, env_ids: Optional[Sequence[int]] = None) -> None:
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+        num_instances = len(local_env_ids)
+        self.set_attrs(self.cfg.attrs, env_ids=local_env_ids)
+
+        pos = torch.as_tensor(
+            self.cfg.init_pos, dtype=torch.float32, device=self.device
+        )
+        rot = (
+            torch.as_tensor(self.cfg.init_rot, dtype=torch.float32, device=self.device)
+            * torch.pi
+            / 180.0
+        )
+        pos = pos.unsqueeze(0).repeat(num_instances, 1)
+        rot = rot.unsqueeze(0).repeat(num_instances, 1)
+        mat = matrix_from_euler(rot, "XYZ")
+        pose = (
+            torch.eye(4, dtype=torch.float32, device=self.device)
+            .unsqueeze(0)
+            .repeat(num_instances, 1, 1)
+        )
+        pose[:, :3, 3] = pos
+        pose[:, :3, :3] = mat
+        self.set_local_pose(pose, env_ids=local_env_ids)
+
+        self.clear_dynamics(env_ids=local_env_ids)
+
+    def destroy(self) -> None:
+        env = self._world.get_env()
+        arenas = env.get_all_arenas()
+        if len(arenas) == 0:
+            arenas = [env]
+        for i, entity in enumerate(self._entities):
+            arenas[i].remove_actor(entity)
diff --git a/embodichain/lab/sim/objects/rigid_object_group.py b/embodichain/lab/sim/objects/rigid_object_group.py
new file mode 100644
index 00000000..2db3053f
--- /dev/null
+++ b/embodichain/lab/sim/objects/rigid_object_group.py
@@ -0,0 +1,513 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import dexsim
+import numpy as np
+
+from dataclasses import dataclass
+from typing import List, Sequence, Optional, Union
+
+from dexsim.models import MeshObject
+from dexsim.types import RigidBodyGPUAPIReadType, RigidBodyGPUAPIWriteType
+from dexsim.engine import CudaArray, PhysicsScene
+from embodichain.lab.sim.cfg import (
+    RigidObjectGroupCfg,
+    RigidBodyAttributesCfg,
+)
+from embodichain.lab.sim import (
+    BatchEntity,
+)
+from embodichain.lab.sim.material import VisualMaterial, VisualMaterialInst
+from embodichain.utils.math import convert_quat
+from embodichain.utils.math import matrix_from_quat, quat_from_matrix, matrix_from_euler
+from embodichain.utils import logger
+
+
+@dataclass
+class RigidBodyGroupData:
+    """Data manager for rigid body group with body type of dynamic or kinematic."""
+
+    def __init__(
+        self, entities: List[List[MeshObject]], ps: PhysicsScene, device: torch.device
+    ) -> None:
+        """Initialize the RigidBodyGroupData.
+
+        Args:
+            entities (List[List[MeshObject]]): List of List MeshObjects representing the rigid body group.
+            ps (PhysicsScene): The physics scene.
+            device (torch.device): The device to use for the rigid body group data.
+        """
+        self.entities = entities
+        self.ps = ps
+        self.num_instances = len(entities)
+        self.num_objects = len(entities[0])
+        self.device = device
+
+        # get gpu indices for the rigid bodies with shape of (num_instances, num_objects)
+        self.gpu_indices = torch.as_tensor(
+            [[entity.get_gpu_index() for entity in instance] for instance in entities],
+            dtype=torch.int32,
+            device=self.device,
+        )
+
+        # Initialize rigid body group data tensors. Shape of (num_instances, num_objects, data_dim)
+        self._pose = torch.zeros(
+            (self.num_instances, self.num_objects, 7),
+            dtype=torch.float32,
+            device=self.device,
+        )
+        self._lin_vel = torch.zeros(
+            (self.num_instances, self.num_objects, 3),
+            dtype=torch.float32,
+            device=self.device,
+        )
+        self._ang_vel = torch.zeros(
+            (self.num_instances, self.num_objects, 3),
+            dtype=torch.float32,
+            device=self.device,
+        )
+
+    @property
+    def pose(self) -> torch.Tensor:
+        if self.device.type == "cpu":
+            # Fetch pose from CPU entities
+            xyzs = torch.as_tensor(
+                [
+                    [entity.get_location() for entity in instance]
+                    for instance in self.entities
+                ],
+                device=self.device,
+            )
+            quats = torch.as_tensor(
+                [
+                    [entity.get_rotation_quat() for entity in instance]
+                    for instance in self.entities
+                ],
+                device=self.device,
+            )
+            quats = convert_quat(quats.reshape(-1, 4), to="wxyz").reshape(
+                -1, self.num_objects, 4
+            )
+            return torch.cat((xyzs, quats), dim=-1)
+        else:
+            pose = self._pose.reshape(-1, 7)
+            self.ps.gpu_fetch_rigid_body_data(
+                data=pose,
+                gpu_indices=self.gpu_indices.flatten(),
+                data_type=RigidBodyGPUAPIReadType.POSE,
+            )
+            pose = convert_quat(pose[:, :4], to="wxyz")
+            pose = pose[:, [4, 5, 6, 0, 1, 2, 3]]
+            return self._pose
+
+    @property
+    def lin_vel(self) -> torch.Tensor:
+        if self.device.type == "cpu":
+            # Fetch linear velocity from CPU entities
+            self._lin_vel = torch.as_tensor(
+                [
+                    [entity.get_linear_velocity() for entity in instance]
+                    for instance in self.entities
+                ],
+                dtype=torch.float32,
+                device=self.device,
+            )
+        else:
+            lin_vel = self._lin_vel.reshape(-1, 3)
+            self.ps.gpu_fetch_rigid_body_data(
+                data=lin_vel,
+                gpu_indices=self.gpu_indices.flatten(),
+                data_type=RigidBodyGPUAPIReadType.LINEAR_VELOCITY,
+            )
+        return self._lin_vel
+
+    @property
+    def ang_vel(self) -> torch.Tensor:
+        if self.device.type == "cpu":
+            # Fetch angular velocity from CPU entities
+            self._ang_vel = torch.as_tensor(
+                [
+                    [entity.get_linear_velocity() for entity in instance]
+                    for instance in self.entities
+                ],
+                dtype=torch.float32,
+                device=self.device,
+            )
+        else:
+            ang_vel = self._ang_vel.reshape(-1, 3)
+            self.ps.gpu_fetch_rigid_body_data(
+                data=ang_vel,
+                gpu_indices=self.gpu_indices.flatten(),
+                data_type=RigidBodyGPUAPIReadType.ANGULAR_VELOCITY,
+            )
+        return self._ang_vel
+
+    @property
+    def vel(self) -> torch.Tensor:
+        """Get the linear and angular velocities of the rigid bodies.
+
+        Returns:
+            torch.Tensor: The linear and angular velocities concatenated, with shape (num_instances, num_objects, 6).
+        """
+        return torch.cat((self.lin_vel, self.ang_vel), dim=-1)
+
+
+class RigidObjectGroup(BatchEntity):
+    """RigidObjectGroup represents a batch of rigid bodies in the simulation."""
+
+    def __init__(
+        self,
+        cfg: RigidObjectGroupCfg,
+        entities: List[List[MeshObject]] = None,
+        device: torch.device = torch.device("cpu"),
+    ) -> None:
+        self.body_type = cfg.body_type
+
+        self._world = dexsim.default_world()
+        self._ps = self._world.get_physics_scene()
+
+        self._all_indices = torch.arange(
+            len(entities), dtype=torch.int32, device=device
+        )
+        self._all_obj_indices = torch.arange(
+            len(entities[0]), dtype=torch.int32, device=device
+        )
+
+        # data for managing body data (only for dynamic and kinematic bodies) on GPU.
+        self._data = RigidBodyGroupData(entities=entities, ps=self._ps, device=device)
+
+        body_cfgs = list(cfg.rigid_objects.values())
+        for instance in entities:
+            for i, body in enumerate(instance):
+                body.set_body_scale(*body_cfgs[i].body_scale)
+                body.set_physical_attr(body_cfgs[i].attrs.attr())
+
+        if device.type == "cuda":
+            self._world.update(0.001)
+
+        super().__init__(cfg, entities, device)
+
+        # set default collision filter
+        self._set_default_collision_filter()
+
+    def __str__(self) -> str:
+        parent_str = super().__str__()
+        return (
+            parent_str
+            + f" | body type: {self.body_type} | num_objects: {self.num_objects}"
+        )
+
+    @property
+    def num_objects(self) -> int:
+        """Get the number of objects in each rigid body instance.
+
+        Returns:
+            int: The number of objects in each rigid body instance.
+        """
+        return self._data.num_objects
+
+    @property
+    def body_data(self) -> RigidBodyGroupData:
+        """Get the rigid body data manager for this rigid object.
+
+        Returns:
+            RigidBodyGroupData: The rigid body data manager.
+        """
+        return self._data
+
+    @property
+    def body_state(self) -> torch.Tensor:
+        """Get the body state of the rigid object.
+
+        The body state of a rigid object is represented as a tensor with the following format:
+        [x, y, z, qw, qx, qy, qz, lin_x, lin_y, lin_z, ang_x, ang_y, ang_z]
+
+        If the rigid object is static, linear and angular velocities will be zero.
+
+        Returns:
+            torch.Tensor: The body state of the rigid object with shape (num_instances, num_objects, 13),
+                where N is the number of instances.
+        """
+        return torch.cat(
+            (self.body_data.pose, self.body_data.lin_vel, self.body_data.ang_vel),
+            dim=-1,
+        )
+
+    @property
+    def is_non_dynamic(self) -> bool:
+        """Check if the rigid object is non-dynamic (static or kinematic).
+
+        Returns:
+            bool: True if the rigid object is non-dynamic, False otherwise.
+        """
+        return self.body_type in ("static", "kinematic")
+
+    def _set_default_collision_filter(self) -> None:
+        collision_filter_data = torch.zeros(
+            size=(self.num_instances, 4), dtype=torch.int32
+        )
+        for i in range(self.num_instances):
+            collision_filter_data[i, 0] = i
+            collision_filter_data[i, 1] = 1
+        self.set_collision_filter(collision_filter_data)
+
+    def set_collision_filter(
+        self, filter_data: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+    ) -> None:
+        """set collision filter data for the rigid object group.
+
+        Args:
+            filter_data (torch.Tensor): [N, 4] of int.
+                First element of each object is arena id.
+                If 2nd element is 0, the object will collision with all other objects in world.
+                3rd and 4th elements are not used currently.
+
+            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used. Defaults to None.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if len(local_env_ids) != len(filter_data):
+            logger.log_error(
+                f"Length of env_ids {len(local_env_ids)} does not match pose length {len(filter_data)}."
+            )
+
+        filter_data_np = filter_data.cpu().numpy().astype(np.uint32)
+        for i, env_idx in enumerate(local_env_ids):
+            for entity in self._entities[env_idx]:
+                entity.get_physical_body().set_collision_filter_data(filter_data_np[i])
+
+    def set_local_pose(
+        self,
+        pose: torch.Tensor,
+        env_ids: Optional[Sequence[int]] = None,
+        obj_ids: Optional[Sequence[int]] = None,
+    ) -> None:
+        """Set local pose of the rigid object group.
+
+        Args:
+            pose (torch.Tensor): The local pose of the rigid object group with shape (num_instances, num_objects, 7) or
+                (num_instances, num_objects, 4, 4).
+            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+            obj_ids (Optional[Sequence[int]], optional): Object indices within the group. If None, all objects are set. Defaults to None.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+        local_obj_ids = self._all_obj_indices if obj_ids is None else obj_ids
+
+        if len(local_env_ids) != len(pose):
+            logger.log_error(
+                f"Length of env_ids {len(local_env_ids)} does not match pose length {len(pose)}."
+            )
+
+        if self.device.type == "cpu":
+            pose = pose.cpu()
+            if pose.dim() == 3 and pose.shape[2] == 7:
+                reshape_pose = pose.reshape(-1, 7)
+                pose_matrix = (
+                    torch.eye(4).unsqueeze(0).repeat(reshape_pose.shape[0], 1, 1)
+                )
+                pose_matrix[:, :3, 3] = reshape_pose[:, :3]
+                pose_matrix[:, :3, :3] = matrix_from_quat(reshape_pose[:, 3:7])
+                pose = pose_matrix.reshape(-1, len(local_obj_ids), 4, 4)
+            elif pose.dim() == 4 and pose.shape[2:] == (4, 4):
+                pass
+            else:
+                logger.log_error(
+                    f"Invalid pose shape {pose.shape}. Expected (num_instances, num_objects, 7) or (num_instances, num_objects, 4, 4)."
+                )
+
+            for i, env_idx in enumerate(local_env_ids):
+                for j, obj_idx in enumerate(local_obj_ids):
+                    self._entities[env_idx][obj_idx].set_local_pose(pose[i, j])
+
+        else:
+            if pose.dim() == 3 and pose.shape[2] == 7:
+                xyz = pose[..., :3].reshape(-1, 3)
+                quat = pose[..., 3:7].reshape(-1, 4)
+                quat = convert_quat(quat, to="xyzw")
+            elif pose.dim() == 4 and pose.shape[2:] == (4, 4):
+                xyz = pose[..., :3, 3].reshape(-1, 3)
+                mat = pose[..., :3, :3].reshape(-1, 3, 3)
+                quat = quat_from_matrix(mat)
+                quat = convert_quat(quat, to="xyzw")
+            else:
+                logger.log_error(
+                    f"Invalid pose shape {pose.shape}. Expected (N, 7) or (N, 4, 4)."
+                )
+
+            # we should keep `pose_` life cycle to the end of the function.
+            pose = torch.cat((quat, xyz), dim=-1)
+            indices = self.body_data.gpu_indices[local_env_ids][
+                :, local_obj_ids
+            ].flatten()
+            self._ps.gpu_apply_rigid_body_data(
+                data=pose.clone(),
+                gpu_indices=indices,
+                data_type=RigidBodyGPUAPIWriteType.POSE,
+            )
+            self._world.sync_poses_gpu_to_cpu(
+                rigid_pose=CudaArray(pose), rigid_gpu_indices=CudaArray(indices)
+            )
+
+    def get_local_pose(self, to_matrix: bool = False) -> torch.Tensor:
+        """Get local pose of the rigid object group.
+
+        Args:
+            to_matrix (bool, optional): If True, return the pose as a 4x4 matrix. If False, return as (x, y, z, qw, qx, qy, qz). Defaults to False.
+
+        Returns:
+            torch.Tensor: The local pose of the rigid object with shape (num_instances, num_objects, 7) or (num_instances, num_objects, 4, 4) depending on `to_matrix`.
+        """
+        pose = self.body_data.pose
+        if to_matrix:
+            pose = pose.reshape(-1, 7)
+            xyz = pose[:, :3]
+            mat = matrix_from_quat(pose[:, 3:7])
+            pose = (
+                torch.eye(4, dtype=torch.float32, device=self.device)
+                .unsqueeze(0)
+                .repeat(self.num_instances * self.num_objects, 1, 1)
+            )
+            pose[:, :3, 3] = xyz
+            pose[:, :3, :3] = mat
+            pose = pose.reshape(self.num_instances, self.num_objects, 4, 4)
+        return pose
+
+    def get_user_ids(self) -> torch.Tensor:
+        """Get the user ids of the rigid body group.
+
+        Returns:
+            torch.Tensor: A tensor of shape (num_envs, num_objects) representing the user ids of the rigid body group.
+        """
+        return torch.as_tensor(
+            [
+                [entity.get_user_id() for entity in instance]
+                for instance in self._entities
+            ],
+            dtype=torch.int32,
+            device=self.device,
+        )
+
+    def clear_dynamics(self, env_ids: Optional[Sequence[int]] = None) -> None:
+        """Clear the dynamics of the rigid bodies by resetting velocities and applying zero forces and torques.
+
+        Args:
+            env_ids (Optional[Sequence[int]]): Environment indices. If None, then all indices are used.
+        """
+        if self.is_non_dynamic:
+            return
+
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if self.device.type == "cpu":
+            for env_idx in local_env_ids:
+                for entity in self._entities[env_idx]:
+                    entity.clear_dynamics()
+        else:
+            # Apply zero force and torque to the rigid bodies.
+            zeros = torch.zeros(
+                (len(local_env_ids) * self.num_objects, 3),
+                dtype=torch.float32,
+                device=self.device,
+            )
+            indices = self.body_data.gpu_indices[local_env_ids].flatten()
+            self._ps.gpu_apply_rigid_body_data(
+                data=zeros,
+                gpu_indices=indices,
+                data_type=RigidBodyGPUAPIWriteType.LINEAR_VELOCITY,
+            )
+            self._ps.gpu_apply_rigid_body_data(
+                data=zeros,
+                gpu_indices=indices,
+                data_type=RigidBodyGPUAPIWriteType.ANGULAR_VELOCITY,
+            )
+            self._ps.gpu_apply_rigid_body_data(
+                data=zeros,
+                gpu_indices=indices,
+                data_type=RigidBodyGPUAPIWriteType.FORCE,
+            )
+            self._ps.gpu_apply_rigid_body_data(
+                data=zeros,
+                gpu_indices=indices,
+                data_type=RigidBodyGPUAPIWriteType.TORQUE,
+            )
+
+    def set_visual_material(
+        self, mat: VisualMaterial, env_ids: Optional[Sequence[int]] = None
+    ) -> None:
+        """Set visual material for the rigid object group.
+
+        Args:
+            mat (VisualMaterial): The material to set.
+            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        for i, env_idx in enumerate(local_env_ids):
+            for j, entity in enumerate(self._entities[env_idx]):
+                mat_inst = mat.create_instance(f"{mat.uid}_{self.uid}_{env_idx}_{j}")
+                entity.set_material(mat_inst.mat)
+
+        # Note: The rigid object group is not supported to change the visual material once created.
+        # If needed, we should create a visual material dict to store the material instances, and
+        # implement a get_visual_material method to retrieve the material instances.
+
+    def reset(self, env_ids: Optional[Sequence[int]] = None) -> None:
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+        num_instances = len(local_env_ids)
+
+        self.cfg: RigidObjectGroupCfg
+        body_cfgs = list(self.cfg.rigid_objects.values())
+
+        init_pos = []
+        init_rot = []
+        for cfg in body_cfgs:
+            init_pos.append(cfg.init_pos)
+            init_rot.append(cfg.init_rot)
+
+        # (num_objects, 3)
+        pos = torch.as_tensor(init_pos, dtype=torch.float32, device=self.device)
+        rot = (
+            torch.as_tensor(init_rot, dtype=torch.float32, device=self.device)
+            * torch.pi
+            / 180.0
+        )
+        # Convert pos and rot to shape (num_instances, num_objects, dim)
+        pos = pos.unsqueeze_(0).repeat(num_instances, 1, 1)
+        rot = rot.unsqueeze_(0).repeat(num_instances, 1, 1)
+
+        mat = matrix_from_euler(rot.reshape(-1, 3), "XYZ")
+        # Init pose with shape (num_instances, num_objects, 4, 4)
+        pose = (
+            torch.eye(4, dtype=torch.float32, device=self.device)
+            .unsqueeze_(0)
+            .repeat(num_instances * self.num_objects, 1, 1)
+        )
+        pose[:, :3, 3] = pos.reshape(-1, 3)
+        pose[:, :3, :3] = mat
+        pose = pose.reshape(num_instances, self.num_objects, 4, 4)
+        self.set_local_pose(pose, env_ids=local_env_ids)
+
+        self.clear_dynamics(env_ids=local_env_ids)
+
+    def destroy(self) -> None:
+        env = self._world.get_env()
+        arenas = env.get_all_arenas()
+        if len(arenas) == 0:
+            arenas = [env]
+        for i, instance in enumerate(self._entities):
+            for entity in instance:
+                arenas[i].remove_actor(entity)
diff --git a/embodichain/lab/sim/objects/robot.py b/embodichain/lab/sim/objects/robot.py
new file mode 100644
index 00000000..d15f50fb
--- /dev/null
+++ b/embodichain/lab/sim/objects/robot.py
@@ -0,0 +1,653 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+from typing import List, Dict, Optional, Tuple, Union, Sequence
+from dataclasses import dataclass, field
+
+from dexsim.engine import Articulation as _Articulation
+from embodichain.lab.sim.cfg import RobotCfg
+from embodichain.lab.sim.solvers import SolverCfg, BaseSolver
+from embodichain.lab.sim.objects import Articulation
+from embodichain.lab.sim.utility.tensor import to_tensor
+from embodichain.utils.math import quat_from_matrix
+from embodichain.utils.string import (
+    is_regular_expression,
+    resolve_matching_names_values,
+)
+from embodichain.utils import logger
+
+
+@dataclass
+class ControlGroup:
+    r"""Represents a group of controllable joints in a robot.
+
+    Attributes:
+        joint_names (List[str]): Names of the joints in this control group.
+        joint_ids (List[int]): IDs corresponding to the joints in this control group.
+        link_names (List[str]): Names of child links associated with the joints.
+    """
+
+    joint_names: List[str] = field(default_factory=list)
+    joint_ids: List[int] = field(default_factory=list)
+    link_names: List[str] = field(default_factory=list)
+
+    def __post_init__(self):
+        pass
+
+
+class Robot(Articulation):
+    """A class representing a batch of robots in the simulation environment.
+
+    Robot is a specific type of articulation that can have additional properties or methods.
+    - `control_parts`: Specify the parts that can be controlled in a different manner. Different part may have
+        different joint ids, drive properties, pyhsical attributes, kinematic solvers or motion planners.
+    - `solvers`: Specify the kinematic solvers for the robot.
+    - `planners`: Specify the motion planner for the robot.
+    """
+
+    def __init__(
+        self,
+        cfg: RobotCfg,
+        entities: List[_Articulation],
+        device: torch.device = torch.device("cpu"),
+    ) -> None:
+        super().__init__(cfg, entities, device)
+
+        self._solvers = {}
+
+        # Initialize joint ids for control parts.
+        self._joint_ids: Dict[str, List[int]] = {}
+
+        self._control_groups: Dict[str, ControlGroup] = {}
+
+        if self.cfg.control_parts:
+            self._init_control_parts(self.cfg.control_parts)
+
+        if self.cfg.solver_cfg:
+            self.init_solver(self.cfg.solver_cfg)
+
+    def __str__(self) -> str:
+        parent_str = super().__str__()
+        return (
+            parent_str
+            + f" | control_parts: {self.control_parts}, solvers: {self._solvers}"
+        )
+
+    @property
+    def control_parts(self) -> Union[Dict[str, List[str]], None]:
+        """Get the control parts of the robot."""
+        return self.cfg.control_parts
+
+    def get_joint_ids(
+        self, name: Optional[str] = None, remove_mimic: bool = False
+    ) -> List[int]:
+        """Get the joint ids of the robot for a specific control part.
+
+        Args:
+            name (str, optional): The name of the control part to get the joint ids for. If None, the default part is used.
+            remove_mimic (bool, optional): If True, mimic joints will be excluded from the returned joint ids. Defaults to False.
+
+        Returns:
+            List[int]: The joint ids of the robot for the specified control part.
+        """
+        if not self.control_parts or name is None:
+            return (
+                torch.arange(self.dof, dtype=torch.int32).tolist()
+                if not remove_mimic
+                else [i for i in range(self.dof) if i not in self.mimic_ids]
+            )
+
+        if name not in self.control_parts:
+            logger.log_error(
+                f"The control part '{name}' does not exist in the robot's control parts."
+            )
+        return (
+            self._joint_ids[name]
+            if not remove_mimic
+            else [i for i in self._joint_ids[name] if i not in self.mimic_ids]
+        )
+
+    def get_proprioception(self) -> Dict[str, torch.Tensor]:
+        """Gets robot proprioception information, primarily for agent state representation in robot learning scenarios.
+
+        The default proprioception information includes:
+            - qpos: Joint positions.
+            - qvel: Joint velocities.
+            - qf: Joint efforts.
+
+        Returns:
+            Dict[str, torch.Tensor]: A dictionary containing the robot's proprioception information
+        """
+
+        return dict(
+            qpos=self.body_data.qpos, qvel=self.body_data.qvel, qf=self.body_data.qf
+        )
+
+    def compute_fk(
+        self,
+        qpos: Optional[Union[torch.tensor, np.ndarray]],
+        name: Optional[str] = None,
+        link_names: Optional[List[str]] = None,
+        end_link_name: Optional[str] = None,
+        root_link_name: Optional[str] = None,
+        env_ids: Optional[Sequence[int]] = None,
+        to_matrix: bool = False,
+    ) -> torch.Tensor:
+        """Compute the forward kinematics of the robot given joint positions and optionally a specific part name.
+        The output pose will be in the local arena frame.
+
+        Args:
+            qpos (Optional[Union[torch.tensor, np.ndarray]]): Joint positions of the robot, (n_envs, num_joints).
+            name (str, optional): The name of the control part to compute the FK for. If None, the default part is used.
+            link_names (List[str], optional): The names of the links to compute the FK for. If None, all links are used.
+            end_link_name (str, optional): The name of the end link to compute the FK for. If None, the default end link is used.
+            root_link_name (str, optional): The name of the root link to compute the FK for. If None, the default root link is used.
+            env_ids (Sequence[int], optional): The environment ids to compute the FK for. If None, all environments are used.
+            to_matrix (bool, optional): If True, returns the transformation in the form of a 4x4 matrix.
+
+        Returns:
+            torch.Tensor: The forward kinematics result with shape (n_envs, 7) or (n_envs, 4, 4) if `to_matrix` is True.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if name is None and hasattr(super(), "compute_fk"):
+            return super().compute_fk(
+                qpos=qpos,
+                link_names=link_names,
+                end_link_name=end_link_name,
+                root_link_name=root_link_name,
+            )
+
+        if not self._solvers:
+            logger.log_error(
+                "No solvers are defined for the robot. Please ensure that the robot has solvers configured."
+            )
+
+        solver = self._solvers.get(name if name is not None else "default", None)
+        if solver is None:
+            logger.log_error(
+                f"The control part '{name}' does not have an associated solver. Please ensure that a valid control part with an available solver is provided."
+            )
+            return None
+
+        if qpos.dim() == 1:
+            qpos = qpos.unsqueeze(0)
+
+        if qpos.shape[0] != len(local_env_ids):
+            logger.log_error(
+                f"Joint positions batch size mismatch. Expected {len(local_env_ids)} but got {qpos.shape[0]}."
+            )
+
+        if qpos.shape[1] != solver.dof:
+            logger.log_error(
+                f"Joint positions shape mismatch. Expected {solver.dof} joints, got {qpos.shape[1]}."
+            )
+
+        result_matrix = solver.get_fk(qpos=qpos)
+
+        base_pose = self.get_link_pose(
+            link_name=solver.root_link_name, env_ids=local_env_ids, to_matrix=True
+        )
+        result_matrix = torch.bmm(base_pose, result_matrix)
+
+        if to_matrix:
+            return result_matrix
+        else:
+            pos = result_matrix[:, :3, 3]
+            quat = quat_from_matrix(result_matrix[:, :3, :3])
+            return torch.cat((pos, quat), dim=-1)
+
+    def compute_ik(
+        self,
+        pose: Union[torch.Tensor, np.ndarray],
+        joint_seed: Optional[Union[torch.Tensor, np.ndarray]] = None,
+        name: Optional[str] = None,
+        env_ids: Optional[Sequence[int]] = None,
+        return_all_solutions: bool = False,
+    ) -> Optional[Tuple[torch.Tensor, torch.Tensor]]:
+        """Compute the inverse kinematics of the robot given joint positions and optionally a specific part name.
+        The input pose should be in the local arena frame.
+
+        Args:
+            pose (torch.Tensor): The end effector pose of the robot, (n_envs, 7) or (n_envs, 4, 4).
+            joint_seed (torch.Tensor, optional): The joint positions to use as a seed for the IK computation, (n_envs, dof).
+                If None, the zero joint positions will be used as the seed.
+            name (str, optional): The name of the control part to compute the IK for. If None, the default part is used.
+            env_ids (Optional[Sequence[int]]): Environment indices to apply the positions. Defaults to all environments.
+            return_all_solutions (bool, optional): Whether to return all IK solutions or just the best one. Defaults to False.
+
+        Returns:
+            Tuple[torch.Tensor, torch.Tensor]: The success Tensor with shape (n_envs, ) and qpos Tensor with shape (n_envs, max_results, dof).
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        solver = self._solvers.get(name if name is not None else "default", None)
+        if solver is None:
+            logger.log_error(
+                f"The control part '{name}' does not have an associated solver. Please ensure that a valid control part with an available solver is provided."
+            )
+            return None
+
+        pose = to_tensor(pose, device=self.device)
+        if (pose.dim() == 1 and pose.shape[1] == 7) or (
+            pose.dim() == 2 and pose.shape[1] == 4
+        ):
+            pose = pose.unsqueeze(0)
+
+        if pose.shape[0] != len(local_env_ids):
+            logger.log_error(
+                f"Pose batch size mismatch. Expected {len(local_env_ids)} but got {pose.shape[0]}."
+            )
+
+        if joint_seed is not None:
+            joint_seed = to_tensor(joint_seed, device=self.device)
+            if joint_seed.dim() == 1:
+                joint_seed = joint_seed.unsqueeze(0)
+
+            if joint_seed.shape[0] != len(local_env_ids):
+                logger.log_error(
+                    f"Joint seed batch size mismatch. Expected {len(local_env_ids)} but got {joint_seed.shape[0]}."
+                )
+
+        if pose.shape[-1] == 7 and pose.dim() == 2:
+            # Convert pose from (batch, 7) to (batch, 4, 4)
+            pose = torch.cat(
+                (
+                    pose[:, :3].unsqueeze(-1),  # Position
+                    quat_from_matrix(pose[:, 3:]).unsqueeze(-1),  # Quaternion
+                ),
+                dim=-1,
+            )
+            pose = torch.cat(
+                (
+                    pose,
+                    torch.tensor([[0, 0, 0, 1]], device=pose.device).expand(
+                        pose.shape[0], -1, -1
+                    ),
+                ),
+                dim=1,
+            )
+
+        base_pose = self.get_link_pose(
+            link_name=solver.root_link_name, env_ids=local_env_ids, to_matrix=True
+        )
+        pose = torch.bmm(torch.inverse(base_pose), pose)
+
+        ret, qpos = solver.get_ik(
+            target_xpos=pose,
+            qpos_seed=joint_seed,
+            return_all_solutions=return_all_solutions,
+        )
+        dof = qpos.shape[-1]
+        if not return_all_solutions:
+            qpos = qpos.reshape(-1, dof)
+
+        return ret.to(self.device), qpos.to(self.device)
+
+    def compute_batch_fk(
+        self,
+        qpos: torch.tensor,
+        name: str,
+        env_ids: Optional[Sequence[int]] = None,
+        to_matrix: bool = False,
+    ):
+        """Compute the forward kinematics of the robot given joint positions and optionally a specific part name.
+        The output pose will be in the local arena frame.
+
+        Args:
+            qpos (Optional[Union[torch.tensor, np.ndarray]]): Joint positions of the robot, (n_envs, n_batch, num_joints).
+            name (str, optional): The name of the control part to compute the FK for. If None, the default part is used.
+            env_ids (Sequence[int], optional): The environment ids to compute the FK for. If None, all environments are used.
+            to_matrix (bool, optional): If True, returns the transformation in the form of a 4x4 matrix.
+
+        Returns:
+            torch.Tensor: The forward kinematics result with shape (n_envs, batch, 7) or (n_envs, batch, 4, 4) if `to_matrix` is True.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+        if not self._solvers:
+            logger.log_error(
+                "No solvers are defined for the robot. Please ensure that the robot has solvers configured."
+            )
+
+        solver = self._solvers.get(name if name is not None else "default", None)
+        if solver is None:
+            logger.log_error(
+                f"The control part '{name}' does not have an associated solver. Please ensure that a valid control part with an available solver is provided."
+            )
+            return None
+
+        if qpos.shape[0] != len(local_env_ids):
+            logger.log_error(
+                f"Joint positions batch size mismatch. Expected {len(local_env_ids)} but got {qpos.shape[0]}."
+            )
+
+        if qpos.shape[2] != solver.dof:
+            logger.log_error(
+                f"Joint positions shape mismatch. Expected {solver.dof} joints, got {qpos.shape[1]}."
+            )
+
+        n_batch = qpos.shape[1]
+        qpos_batch = qpos.reshape(-1, solver.dof)
+        xpos_batch = solver.get_fk(qpos=qpos_batch)
+
+        # get xpos from link root
+        base_xpos_n_envs = self.get_link_pose(
+            link_name=solver.root_link_name, env_ids=local_env_ids, to_matrix=True
+        )
+        base_xpos_batch = (
+            base_xpos_n_envs[:, None, :, :].repeat(1, n_batch, 1, 1).reshape(-1, 4, 4)
+        )
+        result_matrix = torch.bmm(base_xpos_batch, xpos_batch)
+
+        if to_matrix:
+            result_matrix = result_matrix.reshape(len(local_env_ids), n_batch, 4, 4)
+            return result_matrix
+        else:
+            pos = result_matrix[:, :3, 3]
+            quat = quat_from_matrix(result_matrix[:, :3, :3])
+            result = torch.cat((pos, quat), dim=-1)
+            result = result.reshape(len(local_env_ids), n_batch, 7)
+            return result
+
+    def compute_batch_ik(
+        self,
+        pose: Union[torch.Tensor, np.ndarray],
+        joint_seed: Optional[Union[torch.Tensor, np.ndarray]],
+        name: str,
+        env_ids: Optional[Sequence[int]] = None,
+    ):
+        """Compute the inverse kinematics of the robot given joint positions and optionally a specific part name.
+        The input pose should be in the local arena frame.
+
+        Args:
+            pose (torch.Tensor): The end effector pose of the robot, (n_envs, n_batch, 7) or (n_envs, n_batch, 4, 4).
+            joint_seed (torch.Tensor, optional): The joint positions to use as a seed for the IK computation, (n_envs, n_batch, dof). If None, the zero joint positions will be used as the seed.
+            name (str): The name of the control part to compute the IK for. If None, the default part is used.
+            env_ids (Optional[Sequence[int]]): Environment indices to apply the positions. Defaults to all environments.
+
+        Returns:
+            Tuple[torch.Tensor, torch.Tensor]:
+                Success Tensor with shape (n_envs, n_batch)
+                Qpos Tensor with shape (n_envs, n_batch, dof).
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        solver = self._solvers.get(name if name is not None else "default", None)
+        if solver is None:
+            logger.log_error(
+                f"The control part '{name}' does not have an associated solver. Please ensure that a valid control part with an available solver is provided."
+            )
+            return None
+        pose = to_tensor(pose, device=self.device)
+
+        if pose.shape[0] != len(local_env_ids):
+            logger.log_error(
+                f"Pose batch size mismatch. Expected {len(local_env_ids)} but got {pose.shape[0]}."
+            )
+
+        n_batch = pose.shape[1]
+        n_dof = solver.dof
+        if joint_seed is None:
+            joint_seed = torch.zeros(
+                (len(local_env_ids), n_batch, n_dof),
+                dtype=torch.float32,
+                device=self.device,
+            )
+
+        if joint_seed.shape[0] != len(local_env_ids):
+            logger.log_error(
+                f"Joint seed env size mismatch. Expected {len(local_env_ids)} but got {joint_seed.shape[0]}."
+            )
+
+        if joint_seed.shape[1] != n_batch:
+            logger.log_error(
+                f"Joint seed batch size mismatch. Expected {n_batch} but got {joint_seed.shape[1]}."
+            )
+
+        if joint_seed.shape[-1] != n_dof:
+            logger.log_error(
+                f"Joint seed dof size mismatch. Expected {n_batch} but got {joint_seed.shape[-1]}."
+            )
+
+        if pose.shape[-1] == 7 and pose.dim() == 3:
+            # Convert pose from (n_envs, n_batch, 7) to (n_envs * n_batch, 4, 4)
+            pose_batch = torch.reshape(-1, 7)
+            pose_batch = torch.cat(
+                (
+                    pose_batch[:, :3].unsqueeze(-1),  # Position
+                    quat_from_matrix(pose_batch[:, 3:]).unsqueeze(-1),  # Quaternion
+                ),
+                dim=-1,
+            )
+            pose_batch = torch.cat(
+                (
+                    pose_batch,
+                    torch.tensor([[0, 0, 0, 1]], device=pose_batch.device).expand(
+                        pose_batch.shape[0], -1, -1
+                    ),
+                ),
+                dim=1,
+            )
+        else:
+            # Convert pose from (n_envs, n_batch, 4, 4) to (n_envs * n_batch, 4, 4)
+            pose_batch = pose.reshape(-1, 4, 4)
+
+        # get xpos from link root
+        base_xpos_n_envs = self.get_link_pose(
+            link_name=solver.root_link_name, env_ids=local_env_ids, to_matrix=True
+        )
+        base_inv_xpos_n_envs = torch.inverse(base_xpos_n_envs)
+        base_inv_xpos_batch = (
+            base_inv_xpos_n_envs[:, None, :, :]
+            .repeat(1, n_batch, 1, 1)
+            .reshape(-1, 4, 4)
+        )
+        pose_batch = torch.bmm(base_inv_xpos_batch, pose_batch)
+
+        joint_seed_batch = joint_seed.reshape(-1, n_dof)
+        ret, qpos_batch = solver.get_ik(
+            target_xpos=pose_batch,
+            qpos_seed=joint_seed_batch,
+            return_all_solutions=False,
+        )
+        ret = ret.reshape(len(local_env_ids), n_batch)
+        qpos = qpos_batch.reshape(len(local_env_ids), n_batch, n_dof)
+        return ret, qpos
+
+    def _init_control_parts(self, control_parts: Dict[str, List[str]]) -> None:
+        """Initialize the control parts of the robot.
+
+        Args:
+            control_parts (Dict[str, List[str]]): A dictionary where keys are control part names and values are lists of
+                joint names or regular expressions that match joint names.
+        """
+        joint_name_to_ids = {name: i for i, name in enumerate(self.joint_names)}
+        for name, joint_names in control_parts.items():
+            # convert joint_names which is a regular expression to a list of joint names
+            joint_names_expanded = []
+            for jn in joint_names:
+                if is_regular_expression(jn):
+                    _, names, _ = resolve_matching_names_values(
+                        {jn: None}, self.joint_names
+                    )
+                    joint_names_expanded.extend(names)
+                else:
+                    joint_names_expanded.append(jn)
+
+            self._joint_ids[name] = [
+                joint_name_to_ids[joint_name]
+                for joint_name in joint_names_expanded
+                if joint_name in joint_name_to_ids
+            ]
+            if len(self._joint_ids[name]) != len(joint_names_expanded):
+                logger.log_error(
+                    f"joint names in control part '{name}' do not match the robot's joint names. The full joint names are: {self.joint_names}."
+                )
+            self.cfg.control_parts[name] = joint_names_expanded
+
+        # Initialize control groups
+        self._control_groups = self._extract_control_groups()
+
+    def init_solver(self, cfg: Union[SolverCfg, Dict[str, SolverCfg]]) -> None:
+        """Initialize the kinematic solver for the robot.
+
+        Args:
+            cfg (Union[SolverCfg, Dict[str, SolverCfg]]): The configuration for the kinematic solver.
+        """
+        self.cfg: RobotCfg
+
+        if isinstance(cfg, SolverCfg):
+            if self.control_parts:
+                logger.log_error(
+                    "Control parts are defined in the robot configuration, solver_cfg must be a dictionary."
+                )
+
+            if cfg.urdf_path is None:
+                cfg.urdf_path = self.cfg.fpath
+            self._solvers["default"] = cfg.init_solver(device=self.device)
+        elif isinstance(cfg, Dict):
+            if isinstance(self.cfg.control_parts, Dict) is False:
+                logger.log_error(
+                    "When `solver_cfg` is a dictionary, `control_parts` must also be a dictionary."
+                )
+
+            # If solver_cfg is a dictionary, iterate through it to create solvers
+            for name, solver_cfg in cfg.items():
+                if solver_cfg.urdf_path is None:
+                    solver_cfg.urdf_path = self.cfg.fpath
+                _, part_names, value = resolve_matching_names_values(
+                    {name: solver_cfg}, self.cfg.control_parts.keys()
+                )
+                for part_name in part_names:
+                    if (
+                        not hasattr(solver_cfg, "joint_names")
+                        or solver_cfg.joint_names is None
+                    ):
+                        solver_cfg.joint_names = self.cfg.control_parts[part_name]
+                    self._solvers[name] = solver_cfg.init_solver(device=self.device)
+
+    def get_solver(self, name: Optional[str] = None) -> Optional[BaseSolver]:
+        """Get the kinematic solver for a specific control part.
+
+        Args:
+            name (str, optional): The name of the control part to get the solver for. If None, the default part is used.
+
+        Returns:
+            Optional[BaseSolver]: The kinematic solver for the specified control part, or None if not found.
+        """
+
+        if not self._solvers:
+            logger.log_error(
+                "No solvers are defined for the robot. Please ensure that the robot has solvers configured."
+            )
+            return None
+
+        return self._solvers.get(name if name is not None else "default", None)
+
+    def get_control_part_base_pose(
+        self,
+        name: Optional[str] = None,
+        env_ids: Optional[Sequence[int]] = None,
+        to_matrix: bool = False,
+    ) -> torch.Tensor:
+        """Retrieves the base pose of the control part for a specified robot.
+
+        Args:
+            name (Optional[str]): The name of the control part the solver adhere to. If None, the default solver is used.
+            env_ids (Optional[Sequence[int]]): A sequence of environment IDs to specify the environments.
+                                                If None, all indices are used.
+            to_matrix (bool): If True, returns the pose in the form of a 4x4 matrix.
+
+        Returns:
+            The pose of the specified link in the form of a matrix.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        root_link_name = None
+        if name in self._control_groups:
+            root_link_name = self._control_groups[name].link_names[0]
+
+        return self.get_link_pose(
+            link_name=root_link_name, env_ids=local_env_ids, to_matrix=to_matrix
+        )
+
+    def _extract_control_groups(self) -> Dict[str, ControlGroup]:
+        r"""Extract control groups from the active joint names.
+
+        This method creates a dictionary of control groups where each control
+        group is associated with its corresponding joint names. It utilizes
+        the `_extract_control_group` method to populate the control groups.
+
+        Returns:
+            Dict[str, ControlGroup]: A dictionary mapping control group names
+                                    to their corresponding ControlGroup instances.
+        """
+        if not self.control_parts:
+            return {}
+
+        control_groups = {
+            control_group_name: self._extract_control_group(joint_names)
+            for control_group_name, joint_names in self.control_parts.items()
+        }
+
+        return control_groups
+
+    def _extract_control_group(self, joint_names: List[str]) -> ControlGroup:
+        r"""Extract a control group from the given list of joint names.
+
+        Args:
+            joint_names (List[str]): A list of joint names
+                                        to be included in the control group.
+
+        Returns:
+            ControlGroup: An instance of ControlGroup containing the specified joints
+                            and their associated links.
+        """
+        control_group = ControlGroup()
+        joint_id_list = []
+
+        for joint_name in joint_names:
+            if joint_name in self.joint_names:
+                joint_index = self.joint_names.index(joint_name)
+                joint_id_list.append(joint_index)
+                control_group.joint_names.append(joint_name)
+
+                # Set root link for first joint
+                if len(control_group.link_names) == 0:
+                    parent_names = self._entities[0].get_ancestral_link_names(
+                        joint_index
+                    )
+                    control_group.link_names.extend(parent_names)
+
+                child_name = self._entities[0].get_child_link_name(joint_index)
+                control_group.link_names.append(child_name)
+
+        control_group.joint_ids = joint_id_list
+        return control_group
+
+    def build_pk_serial_chain(self) -> None:
+        """Build the kinematic serial chain for the robot.
+
+        This method is mainly used for robot learning scenarios, for example:
+            - Imitation learning dataset generation.
+        """
+        self.pk_serial_chain = self.cfg.build_pk_serial_chain(device=self.device)
+
+    def destroy(self) -> None:
+        return super().destroy()
diff --git a/embodichain/lab/sim/objects/soft_object.py b/embodichain/lab/sim/objects/soft_object.py
new file mode 100644
index 00000000..fcbf1c95
--- /dev/null
+++ b/embodichain/lab/sim/objects/soft_object.py
@@ -0,0 +1,376 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import dexsim
+import numpy as np
+from functools import cached_property
+
+from dataclasses import dataclass
+from typing import List, Sequence, Optional, Union
+
+from dexsim.models import MeshObject
+from dexsim.engine import PhysicsScene
+from dexsim.types import SoftBodyGPUAPIReadWriteType
+from embodichain.lab.sim.common import (
+    BatchEntity,
+)
+from embodichain.utils.math import (
+    matrix_from_euler,
+)
+from embodichain.utils import logger
+from embodichain.lab.sim.cfg import (
+    SoftObjectCfg,
+)
+from embodichain.utils.math import xyz_quat_to_4x4_matrix
+
+
+@dataclass
+class SoftBodyData:
+    """Data manager for soft body
+
+    Note:
+        1. The pose data managed by dexsim is in the format of (qx, qy, qz, qw, x, y, z), but in EmbodySim, we use (x, y, z, qw, qx, qy, qz) format.
+    """
+
+    def __init__(
+        self, entities: List[MeshObject], ps: PhysicsScene, device: torch.device
+    ) -> None:
+        """Initialize the SoftBodyData.
+
+        Args:
+            entities (List[MeshObject]): List of MeshObjects representing the soft bodies.
+            ps (PhysicsScene): The physics scene.
+            device (torch.device): The device to use for the soft body data.
+        """
+        self.entities = entities
+        # TODO: soft body data can only be stored in cuda device for now.
+        self.device = device
+        # TODO: inorder to retrieve arena position, we need to access the node of each entity.
+        self._arena_positions = self._get_arena_position()
+        self.ps = ps
+        self.num_instances = len(entities)
+
+        softbodies = [
+            self.entities[i].get_physical_body() for i in range(self.num_instances)
+        ]
+        self.n_collision_vertices = softbodies[0].get_num_vertices()
+        self.n_sim_vertices = softbodies[0].get_num_sim_vertices()
+
+        self._rest_position_buffer = torch.empty(
+            (self.num_instances, self.n_collision_vertices, 4),
+            device=self.device,
+            dtype=torch.float32,
+        )
+        for i, softbody in enumerate(softbodies):
+            self._rest_position_buffer[i] = softbody.get_position_inv_mass_buffer()
+
+        self._rest_sim_position_buffer = torch.empty(
+            (self.num_instances, self.n_sim_vertices, 4),
+            device=self.device,
+            dtype=torch.float32,
+        )
+
+        for i, softbody in enumerate(softbodies):
+            self._rest_sim_position_buffer[
+                i
+            ] = softbody.get_sim_position_inv_mass_buffer()
+
+        self._collision_position_buffer = torch.zeros(
+            (self.num_instances, self.n_collision_vertices, 4),
+            device=self.device,
+            dtype=torch.float32,
+        )
+        self._sim_vertex_velocity_buffer = torch.zeros(
+            (self.num_instances, self.n_sim_vertices, 4),
+            device=self.device,
+            dtype=torch.float32,
+        )
+        self._sim_vertex_position_buffer = torch.zeros(
+            (self.num_instances, self.n_sim_vertices, 4),
+            device=self.device,
+            dtype=torch.float32,
+        )
+
+    def _get_arena_position(self):
+        n_env = len(self.entities)
+        arena_positions = torch.empty(
+            (n_env, 3), device=self.device, dtype=torch.float32
+        )
+        for i, entity in enumerate(self.entities):
+            arena = entity.node.get_parent()
+            arena_position = arena.get_world_pose()[:3, 3]
+            arena_positions[i] = torch.as_tensor(
+                arena_position, device=self.device, dtype=torch.float32
+            )
+        return arena_positions
+
+    @property
+    def rest_collision_vertices(self):
+        """Get the rest position buffer of the soft bodies."""
+        return self._rest_position_buffer[:, :, :3].clone()
+
+    @property
+    def rest_sim_vertices(self):
+        """Get the rest sim position buffer of the soft bodies."""
+        return self._rest_sim_position_buffer[:, :, :3].clone()
+
+    @property
+    def collision_position_buffer(self):
+        """Get the current vertex position buffer of the soft bodies."""
+        for i, softbody in enumerate(self.soft_bodies):
+            self._collision_position_buffer[i] = softbody.get_position_inv_mass_buffer()
+        return self._collision_position_buffer.clone()
+
+    @property
+    def sim_vertex_position_buffer(self):
+        """Get the current sim vertex position buffer of the soft bodies."""
+        for i, softbody in enumerate(self.soft_bodies):
+            self._sim_vertex_position_buffer[
+                i
+            ] = softbody.get_sim_position_inv_mass_buffer()
+        return self._sim_vertex_position_buffer.clone()
+
+    @property
+    def sim_vertex_velocity_buffer(self):
+        """Get the current vertex velocity buffer of the soft bodies."""
+        for i, softbody in enumerate(self.soft_bodies):
+            self._sim_vertex_velocity_buffer[
+                i
+            ] = softbody.get_sim_position_inv_mass_buffer()
+        return self._sim_vertex_velocity_buffer.clone()
+
+
+class SoftObject(BatchEntity):
+    """SoftObject represents a batch of rigid body in the simulation."""
+
+    def __init__(
+        self,
+        cfg: SoftObjectCfg,
+        entities: List[MeshObject] = None,
+        device: torch.device = torch.device("cpu"),
+    ) -> None:
+        self._world = dexsim.default_world()
+        self._ps = self._world.get_physics_scene()
+        self._all_indices = torch.arange(
+            len(entities), dtype=torch.int32, device=device
+        )
+
+        self._data = SoftBodyData(entities=entities, ps=self._ps, device=device)
+
+        # TODO: soft body physical attribute is already set in soft body creation(embodichain/lab/sim/utility/sim_utils.py load_soft_object_from_cfg)
+        self._world.update(0.001)
+
+        super().__init__(cfg=cfg, entities=entities, device=device)
+
+        # set default collision filter
+        self._set_default_collision_filter()
+
+    def _set_default_collision_filter(self) -> None:
+        collision_filter_data = torch.zeros(
+            size=(self.num_instances, 4), dtype=torch.int32
+        )
+        for i in range(self.num_instances):
+            collision_filter_data[i, 0] = i
+            collision_filter_data[i, 1] = 1
+        self.set_collision_filter(collision_filter_data)
+
+    def set_collision_filter(
+        self, filter_data: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+    ) -> None:
+        """set collision filter data for the rigid object.
+
+        Args:
+            filter_data (torch.Tensor): [N, 4] of int.
+                First element of each object is arena id.
+                If 2nd element is 0, the object will collision with all other objects in world.
+                3rd and 4th elements are not used currently.
+
+            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used. Defaults to None.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if len(local_env_ids) != len(filter_data):
+            logger.log_error(
+                f"Length of env_ids {len(local_env_ids)} does not match pose length {len(filter_data)}."
+            )
+
+        filter_data_np = filter_data.cpu().numpy().astype(np.uint32)
+        for i, env_idx in enumerate(local_env_ids):
+            self._entities[env_idx].get_physical_body().set_collision_filter_data(
+                filter_data_np[i]
+            )
+
+    @property
+    def body_data(self) -> Optional[SoftBodyData]:
+        """Get the soft body data manager for this rigid object.
+
+        Returns:
+            SoftBodyData: The rigid body data manager.
+        """
+        return self._data
+
+    def set_local_pose(
+        self, pose: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+    ) -> None:
+        """Set local pose of the rigid object.
+
+        Args:
+            pose (torch.Tensor): The local pose of the rigid object with shape (N, 7) or (N, 4, 4).
+            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if len(local_env_ids) != len(pose):
+            logger.log_error(
+                f"Length of env_ids {len(local_env_ids)} does not match pose length {len(pose)}."
+            )
+
+        if pose.dim() == 2 and pose.shape[1] == 7:
+            pose4x4 = xyz_quat_to_4x4_matrix(pose)
+        elif pose.dim() == 3 and pose.shape[1:3] == (4, 4):
+            pose4x4 = pose
+        else:
+            logger.log_error(
+                f"Invalid pose shape {pose.shape}. Expected (N, 7) or (N, 4, 4)."
+            )
+
+        for i, env_idx in enumerate(local_env_ids):
+            # TODO: soft body cannot directly set by `set_local_pose` currently.
+            rest_collision_vertices = self.body_data.rest_collision_vertices[i]
+            rest_sim_vertices = self.body_data.rest_sim_vertices[i]
+            rotation = pose4x4[i][:3, :3]
+            translation = pose4x4[i][:3, 3]
+
+            # apply transformation to local rest vertices and back
+            rest_collision_vertices_local = (
+                rest_collision_vertices - self._data._arena_positions[i]
+            )
+            transformed_collision_vertices = (
+                rest_collision_vertices_local @ rotation.T + translation
+            )
+            transformed_collision_vertices = (
+                transformed_collision_vertices + self._data._arena_positions[i]
+            )
+
+            rest_sim_vertices_local = rest_sim_vertices - self._data._arena_positions[i]
+            transformed_sim_vertices = (
+                rest_sim_vertices_local @ rotation.T + translation
+            )
+            transformed_sim_vertices = (
+                transformed_sim_vertices + self._data._arena_positions[i]
+            )
+
+            # apply vertices to soft body
+            soft_body = self._entities[env_idx].get_physical_body()
+            collision_position_buffer = soft_body.get_position_inv_mass_buffer()
+            sim_position_buffer = soft_body.get_sim_position_inv_mass_buffer()
+            sim_velocity_buffer = soft_body.get_sim_velocity_buffer()
+
+            collision_position_buffer[:, :3] = transformed_collision_vertices
+            sim_position_buffer[:, :3] = transformed_sim_vertices
+            sim_velocity_buffer[:, :3] = 0.0
+
+            soft_body.mark_dirty(SoftBodyGPUAPIReadWriteType.ALL)
+            # TODO: currently soft body has no wake up interface, use set_wake_counter and pass in a positive value to wake it up
+            soft_body.set_wake_counter(0.4)
+
+    def get_rest_collision_vertices(self) -> torch.Tensor:
+        """Get the rest collision vertices of the soft object.
+
+        Returns:
+            torch.Tensor: The rest collision vertices with shape (N, num_collision_vertices, 3).
+        """
+        return self.body_data.rest_collision_vertices
+
+    def get_rest_sim_vertices(self) -> torch.Tensor:
+        """Get the rest sim vertices of the soft object.
+
+        Returns:
+            torch.Tensor: The rest sim vertices with shape (N, num_sim_vertices, 3).
+        """
+        return self.body_data.rest_sim_vertices
+
+    def get_current_collision_vertices(self) -> torch.Tensor:
+        """Get the current collision vertices of the soft object.
+
+        Returns:
+            torch.Tensor: The current collision vertices with shape (N, num_collision_vertices, 3).
+        """
+        return self.body_data.collision_position_buffer
+
+    def get_current_sim_vertices(self) -> torch.Tensor:
+        """Get the current sim vertices of the soft object.
+
+        Returns:
+            torch.Tensor: The current sim vertices with shape (N, num_sim_vertices, 3).
+        """
+        return self.body_data.sim_vertex_position_buffer
+
+    def get_current_sim_vertex_velocities(self) -> torch.Tensor:
+        """Get the current sim vertex velocities of the soft object.
+
+        Returns:
+            torch.Tensor: The current sim vertex velocities with shape (N, num_sim_vertices, 3).
+        """
+        return self.body_data.sim_vertex_velocity_buffer
+
+    def get_local_pose(self, to_matrix: bool = False) -> torch.Tensor:
+        """Get local pose of the rigid object.
+
+        Args:
+            to_matrix (bool, optional): If True, return the pose as a 4x4 matrix. If False, return as (x, y, z, qw, qx, qy, qz). Defaults to False.
+
+        Returns:
+            torch.Tensor: The local pose of the rigid object with shape (N, 7) or (N, 4, 4) depending on `to_matrix`.
+        """
+        raise NotImplementedError("Getting local pose for SoftObject is not supported.")
+
+    def reset(self, env_ids: Optional[Sequence[int]] = None) -> None:
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+        num_instances = len(local_env_ids)
+
+        # TODO: set attr for soft body after loading in physx scene
+
+        # rest soft body to init_pos
+        pos = torch.as_tensor(
+            self.cfg.init_pos, dtype=torch.float32, device=self.device
+        )
+        rot = (
+            torch.as_tensor(self.cfg.init_rot, dtype=torch.float32, device=self.device)
+            * torch.pi
+            / 180.0
+        )
+        pos = pos.unsqueeze(0).repeat(num_instances, 1)
+        rot = rot.unsqueeze(0).repeat(num_instances, 1)
+        mat = matrix_from_euler(rot, "XYZ")
+        pose = (
+            torch.eye(4, dtype=torch.float32, device=self.device)
+            .unsqueeze(0)
+            .repeat(num_instances, 1, 1)
+        )
+        pose[:, :3, 3] = pos
+        pose[:, :3, :3] = mat
+        self.set_local_pose(pose, env_ids=local_env_ids)
+
+    def destroy(self) -> None:
+        # TODO: not tested yet
+        env = self._world.get_env()
+        arenas = env.get_all_arenas()
+        if len(arenas) == 0:
+            arenas = [env]
+        for i, entity in enumerate(self._entities):
+            arenas[i].remove_actor(entity)
diff --git a/embodichain/lab/sim/planners/base_planner.py b/embodichain/lab/sim/planners/base_planner.py
new file mode 100644
index 00000000..d85e026d
--- /dev/null
+++ b/embodichain/lab/sim/planners/base_planner.py
@@ -0,0 +1,201 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+from abc import ABC, abstractmethod
+from typing import Dict, List, Tuple, Union, Optional
+import matplotlib.pyplot as plt
+
+from embodichain.lab.sim.planners.utils import TrajectorySampleMethod
+from embodichain.utils import logger
+
+
+class BasePlanner(ABC):
+    r"""Base class for trajectory planners.
+
+    This class provides common functionality that can be shared across different
+    planner implementations, such as constraint checking and trajectory visualization.
+
+    Args:
+        dofs: Number of degrees of freedom
+        max_constraints: Dictionary containing 'velocity' and 'acceleration' constraints
+    """
+
+    def __init__(self, dofs: int, max_constraints: Dict[str, List[float]]):
+        self.dofs = dofs
+        self.max_constraints = max_constraints
+
+    @abstractmethod
+    def plan(
+        self,
+        current_state: Dict,
+        target_states: List[Dict],
+        **kwargs,
+    ) -> Tuple[
+        bool,
+        Optional[np.ndarray],
+        Optional[np.ndarray],
+        Optional[np.ndarray],
+        Optional[np.ndarray],
+        float,
+    ]:
+        r"""Execute trajectory planning.
+
+        This method must be implemented by subclasses to provide the specific
+        planning algorithm.
+
+        Args:
+            current_state: Dictionary containing 'position', 'velocity', 'acceleration' for current state
+            target_states: List of dictionaries containing target states
+
+        Returns:
+            Tuple of (success, positions, velocities, accelerations, times, duration):
+                - success: bool, whether planning succeeded
+                - positions: np.ndarray (N, DOF), joint positions along trajectory
+                - velocities: np.ndarray (N, DOF), joint velocities along trajectory
+                - accelerations: np.ndarray (N, DOF), joint accelerations along trajectory
+                - times: np.ndarray (N,), time stamps for each point
+                - duration: float, total trajectory duration
+        """
+        logger.log_error("Subclasses must implement plan() method", NotImplementedError)
+
+    def is_satisfied_constraint(
+        self, velocities: np.ndarray, accelerations: np.ndarray
+    ) -> bool:
+        r"""Check if the trajectory satisfies velocity and acceleration constraints.
+
+        This method checks whether the given velocities and accelerations satisfy
+        the constraints defined in max_constraints. It allows for some tolerance
+        to account for numerical errors in dense waypoint scenarios.
+
+        Args:
+            velocities: Velocity array (N, DOF) where N is the number of trajectory points
+            accelerations: Acceleration array (N, DOF) where N is the number of trajectory points
+
+        Returns:
+            bool: True if all constraints are satisfied, False otherwise
+
+        Note:
+            - Allows 10% tolerance for velocity constraints
+            - Allows 25% tolerance for acceleration constraints
+            - Prints exceed information if constraints are violated
+            - Assumes symmetric constraints (velocities and accelerations can be positive or negative)
+        """
+        # Convert max_constraints to symmetric format for constraint checking
+        # This assumes symmetric constraints (common for most planners)
+        vlims = np.array([[-v, v] for v in self.max_constraints["velocity"]])
+        alims = np.array([[-a, a] for a in self.max_constraints["acceleration"]])
+
+        vel_check = np.all((velocities >= vlims[:, 0]) & (velocities <= vlims[:, 1]))
+        acc_check = np.all(
+            (accelerations >= alims[:, 0]) & (accelerations <= alims[:, 1])
+        )
+
+        # 超限情况
+        if not vel_check:
+            vel_exceed_info = []
+            min_vel = np.min(velocities, axis=0)
+            max_vel = np.max(velocities, axis=0)
+            for i in range(self.dofs):
+                exceed_percentage = 0
+                max_vel_limit = self.max_constraints["velocity"][i]
+                if min_vel[i] < -max_vel_limit:
+                    exceed_percentage = (min_vel[i] + max_vel_limit) / max_vel_limit
+                if max_vel[i] > max_vel_limit:
+                    temp = (max_vel[i] - max_vel_limit) / max_vel_limit
+                    if temp > exceed_percentage:
+                        exceed_percentage = temp
+                vel_exceed_info.append(exceed_percentage * 100)
+            logger.log_info(f"Velocity exceed info: {vel_exceed_info} percentage")
+
+        if not acc_check:
+            acc_exceed_info = []
+            min_acc = np.min(accelerations, axis=0)
+            max_acc = np.max(accelerations, axis=0)
+            for i in range(self.dofs):
+                exceed_percentage = 0
+                max_acc_limit = self.max_constraints["acceleration"][i]
+                if min_acc[i] < -max_acc_limit:
+                    exceed_percentage = (min_acc[i] + max_acc_limit) / max_acc_limit
+                if max_acc[i] > max_acc_limit:
+                    temp = (max_acc[i] - max_acc_limit) / max_acc_limit
+                    if temp > exceed_percentage:
+                        exceed_percentage = temp
+                acc_exceed_info.append(exceed_percentage * 100)
+            logger.log_info(f"Acceleration exceed info: {acc_exceed_info} percentage")
+
+        return vel_check and acc_check
+
+    def plot_trajectory(
+        self, positions: np.ndarray, velocities: np.ndarray, accelerations: np.ndarray
+    ) -> None:
+        r"""Plot trajectory data.
+
+        This method visualizes the trajectory by plotting position, velocity, and
+        acceleration curves for each joint over time. It also displays the constraint
+        limits for reference.
+
+        Args:
+            positions: Position array (N, DOF) where N is the number of trajectory points
+            velocities: Velocity array (N, DOF) where N is the number of trajectory points
+            accelerations: Acceleration array (N, DOF) where N is the number of trajectory points
+
+        Note:
+            - Creates a 3-subplot figure (position, velocity, acceleration)
+            - Shows constraint limits as dashed lines
+            - Requires matplotlib to be installed
+        """
+        time_step = 0.01
+        time_steps = np.arange(positions.shape[0]) * time_step
+        fig, axs = plt.subplots(3, 1, figsize=(10, 8))
+
+        for i in range(self.dofs):
+            axs[0].plot(time_steps, positions[:, i], label=f"Joint {i+1}")
+            axs[1].plot(time_steps, velocities[:, i], label=f"Joint {i+1}")
+            axs[2].plot(time_steps, accelerations[:, i], label=f"Joint {i+1}")
+
+        # Plot velocity constraints (only for first joint to avoid clutter)
+        # Convert max_constraints to symmetric format for visualization
+        if self.dofs > 0:
+            max_vel = self.max_constraints["velocity"][0]
+            max_acc = self.max_constraints["acceleration"][0]
+            axs[1].plot(
+                time_steps,
+                [-max_vel] * len(time_steps),
+                "k--",
+                label="Max Velocity",
+            )
+            axs[1].plot(time_steps, [max_vel] * len(time_steps), "k--")
+            # Plot acceleration constraints (only for first joint to avoid clutter)
+            axs[2].plot(
+                time_steps,
+                [-max_acc] * len(time_steps),
+                "k--",
+                label="Max Accleration",
+            )
+            axs[2].plot(time_steps, [max_acc] * len(time_steps), "k--")
+
+        axs[0].set_title("Position")
+        axs[1].set_title("Velocity")
+        axs[2].set_title("Acceleration")
+
+        for ax in axs:
+            ax.set_xlabel("Time [s]")
+            ax.legend()
+            ax.grid()
+
+        plt.tight_layout()
+        plt.show()
diff --git a/embodichain/lab/sim/planners/motion_generator.py b/embodichain/lab/sim/planners/motion_generator.py
new file mode 100644
index 00000000..165844f7
--- /dev/null
+++ b/embodichain/lab/sim/planners/motion_generator.py
@@ -0,0 +1,604 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+from typing import Dict, List, Tuple, Union, Optional, Any
+from enum import Enum
+from scipy.spatial.transform import Rotation, Slerp
+
+from embodichain.lab.sim.planners.toppra_planner import ToppraPlanner
+from embodichain.lab.sim.planners.utils import TrajectorySampleMethod
+from embodichain.lab.sim.objects.robot import Robot
+from embodichain.utils import logger
+
+
+class PlannerType(Enum):
+    r"""Enumeration for different planner types."""
+    TOPPRA = "toppra"
+    """TOPPRA planner for time-optimal trajectory planning."""
+
+
+class MotionGenerator:
+    r"""Unified motion generator for robot trajectory planning.
+
+    This class provides a unified interface for trajectory planning with and without
+    collision checking. It supports V3 environment interfaces and can use different
+    types of planners (ToppraPlanner, RRT, PRM, etc.) for trajectory generation.
+
+    Args:
+        robot: Robot agent object (must support compute_fk, compute_ik, dof, get_joint_ids)
+        uid: Unique identifier for the robot (optional)
+        sim: Simulation environment object (optional, reserved for future collision checking)
+        planner_type: Type of planner to use (default: "toppra")
+        default_velocity: Default velocity limits for each joint (rad/s)
+        default_acceleration: Default acceleration limits for each joint (rad/s²)
+        collision_margin: Safety margin for collision checking (meters, reserved for future use)
+        **kwargs: Additional arguments passed to planner initialization
+    """
+
+    def __init__(
+        self,
+        robot: Robot,
+        uid: str,
+        sim=None,
+        planner_type: Union[str, PlannerType] = "toppra",
+        default_velocity: float = 0.2,
+        default_acceleration: float = 0.5,
+        collision_margin: float = 0.01,
+        **kwargs,
+    ):
+        self.robot = robot
+        self.sim = sim
+        self.collision_margin = collision_margin
+        self.uid = uid
+
+        # Get robot DOF using get_joint_ids for specified control part (None for whole body)
+        self.dof = len(robot.get_joint_ids(uid))
+
+        # Create planner based on planner_type
+        self.planner_type = self._parse_planner_type(planner_type)
+        self.planner = self._create_planner(
+            self.planner_type, default_velocity, default_acceleration, **kwargs
+        )
+
+    def _parse_planner_type(self, planner_type: Union[str, PlannerType]) -> str:
+        r"""Parse planner type from string or enum.
+
+        Args:
+            planner_type: Planner type as string or PlannerType enum
+
+        Returns:
+            Planner type as string
+        """
+        if isinstance(planner_type, PlannerType):
+            return planner_type.value
+        elif isinstance(planner_type, str):
+            planner_type_lower = planner_type.lower()
+            # Validate planner type
+            valid_types = [e.value for e in PlannerType]
+            if planner_type_lower not in valid_types:
+                logger.log_warning(
+                    f"Unknown planner type '{planner_type}', using 'toppra'. "
+                    f"Valid types: {valid_types}"
+                )
+                return "toppra"
+            return planner_type_lower
+        else:
+            logger.log_error(
+                f"planner_type must be str or PlannerType, got {type(planner_type)}",
+                TypeError,
+            )
+
+    def _create_planner(
+        self,
+        planner_type: str,
+        default_velocity: float,
+        default_acceleration: float,
+        **kwargs,
+    ) -> Any:
+        r"""Create planner instance based on planner type.
+
+        Args:
+            planner_type: Type of planner to create
+            default_velocity: Default velocity limit
+            default_acceleration: Default acceleration limit
+            **kwargs: Additional arguments for planner initialization
+
+        Returns:
+            Planner instance
+        """
+        # Get constraints from robot or use defaults
+        max_constraints = self._get_constraints(
+            default_velocity, default_acceleration, **kwargs
+        )
+
+        if planner_type == "toppra":
+            return ToppraPlanner(self.dof, max_constraints)
+        else:
+            logger.log_error(
+                f"Unknown planner type '{planner_type}'. "
+                f"Supported types: {[e.value for e in PlannerType]}",
+                ValueError,
+            )
+
+    def _get_constraints(
+        self, default_velocity: float, default_acceleration: float, **kwargs
+    ) -> Dict[str, List[float]]:
+        r"""Get velocity and acceleration constraints for the robot.
+
+        Priority:
+        1. kwargs['max_constraints'] if provided
+        2. Robot's built-in constraints (if available)
+        3. Default values
+
+        Args:
+            default_velocity: Default velocity limit
+            default_acceleration: Default acceleration limit
+            **kwargs: Additional arguments
+
+        Returns:
+            Dictionary with 'velocity' and 'acceleration' constraints
+        """
+        # Check if constraints are provided in kwargs
+        if "max_constraints" in kwargs and kwargs["max_constraints"] is not None:
+            constraints = kwargs["max_constraints"]
+            if isinstance(constraints, dict) and "velocity" in constraints:
+                return constraints
+
+        # Try to get constraints from robot (if available)
+        # TODO: Add robot.get_joint_limits() or similar if available in future
+
+        # Use default constraints
+        return {
+            "velocity": [default_velocity] * self.dof,
+            "acceleration": [default_acceleration] * self.dof,
+        }
+
+    def _create_state_dict(
+        self, position: np.ndarray, velocity: Optional[np.ndarray] = None
+    ) -> Dict:
+        r"""Create a state dictionary for trajectory planning.
+
+        Args:
+            position: Joint positions
+            velocity: Joint velocities (optional, defaults to zeros)
+            acceleration: Joint accelerations (optional, defaults to zeros)
+
+        Returns:
+            State dictionary with 'position', 'velocity', 'acceleration'
+        """
+        if velocity is None:
+            velocity = np.zeros(self.dof)
+
+        if isinstance(position, torch.Tensor) | isinstance(position, np.ndarray):
+            position = position.squeeze()
+
+        return {
+            "position": position.tolist()
+            if isinstance(position, np.ndarray)
+            else position,
+            "velocity": velocity.tolist()
+            if isinstance(velocity, np.ndarray)
+            else velocity,
+            "acceleration": [0.0] * self.dof,
+        }
+
+    def plan(
+        self,
+        current_state: Dict,
+        target_states: List[Dict],
+        sample_method: TrajectorySampleMethod = TrajectorySampleMethod.TIME,
+        sample_interval: Union[float, int] = 0.01,
+        **kwargs,
+    ) -> Tuple[
+        bool,
+        Optional[np.ndarray],
+        Optional[np.ndarray],
+        Optional[np.ndarray],
+        Optional[np.ndarray],
+        float,
+    ]:
+        r"""Plan trajectory without collision checking.
+
+        This method generates a smooth trajectory using the selected planner that satisfies
+        velocity and acceleration constraints, but does not check for collisions.
+
+        Args:
+            current_state: Dictionary containing current state:
+                - "position": Current joint positions (required)
+                - "velocity": Current joint velocities (optional, defaults to zeros)
+                - "acceleration": Current joint accelerations (optional, defaults to zeros)
+            target_states: List of target state dictionaries, each with same format as current_state
+            sample_method: Sampling method (TIME or QUANTITY)
+            sample_interval: Sampling interval (time in seconds for TIME method, or number of points for QUANTITY)
+            **kwargs: Additional arguments
+
+        Returns:
+            Tuple of (success, positions, velocities, accelerations, times, duration):
+                - success: bool, whether planning succeeded
+                - positions: np.ndarray (N, DOF), joint positions along trajectory
+                - velocities: np.ndarray (N, DOF), joint velocities along trajectory
+                - accelerations: np.ndarray (N, DOF), joint accelerations along trajectory
+                - times: np.ndarray (N,), time stamps for each point
+                - duration: float, total trajectory duration
+        """
+        # Validate inputs
+        if len(current_state["position"]) != self.dof:
+            logger.log_warning(
+                f"Current state position dimension {len(current_state['position'])} "
+                f"does not match robot DOF {self.dof}"
+            )
+            return False, None, None, None, None, 0.0
+
+        for i, target in enumerate(target_states):
+            if len(target["position"]) != self.dof:
+                logger.log_warning(
+                    f"Target state {i} position dimension {len(target['position'])} "
+                    f"does not match robot DOF {self.dof}"
+                )
+                return False, None, None, None, None, 0.0
+
+        # Plan trajectory using selected planner
+        (
+            success,
+            positions,
+            velocities,
+            accelerations,
+            times,
+            duration,
+        ) = self.planner.plan(
+            current_state=current_state,
+            target_states=target_states,
+            sample_method=sample_method,
+            sample_interval=sample_interval,
+        )
+
+        return success, positions, velocities, accelerations, times, duration
+
+    def plan_with_collision(
+        self,
+        current_state: Dict,
+        target_states: List[Dict],
+        sample_method: TrajectorySampleMethod = TrajectorySampleMethod.TIME,
+        sample_interval: Union[float, int] = 0.01,
+        collision_check_interval: float = 0.01,
+        **kwargs,
+    ) -> None:
+        r"""Plan trajectory with collision checking.
+
+        TODO: This method is not yet implemented. It should:
+        1. Generate a trajectory using the selected planner
+        2. Check for collisions along the trajectory
+        3. Return failure if collisions are detected
+        """
+        pass
+
+    def create_discrete_trajectory(
+        self,
+        xpos_list: Optional[List[np.ndarray]] = None,
+        qpos_list: Optional[List[np.ndarray]] = None,
+        is_use_current_qpos: bool = True,
+        is_linear: bool = False,
+        sample_method: TrajectorySampleMethod = TrajectorySampleMethod.QUANTITY,
+        sample_num: Union[float, int] = 20,
+        qpos_seed: Optional[np.ndarray] = None,
+        **kwargs,
+    ) -> Tuple[List[np.ndarray], List[np.ndarray]]:
+        r"""Generate a discrete trajectory between waypoints using cartesian or joint space interpolation.
+
+        This method supports two trajectory planning approaches:
+        1. Linear interpolation: Fast, uniform spacing, no dynamics constraints
+        2. Planner-based: Smooth, considers velocity/acceleration limits, realistic motion
+
+        Args:
+            xpos_list: List of waypoints as 4x4 transformation matrices (optional)
+            qpos_list: List of joint configurations (optional)
+            is_use_current_qpos: Whether to use current joint angles as starting point
+            is_linear: If True, use cartesian linear interpolation, else joint space
+            sample_method: Sampling method (QUANTITY or TIME)
+            sample_num: Number of interpolated points for final trajectory
+            qpos_seed: Initial joint configuration for IK solving
+            **kwargs: Additional arguments
+
+        Returns:
+            A tuple containing:
+            - List[np.ndarray]: Joint space trajectory as a list of joint configurations
+            - List[np.ndarray]: Cartesian space trajectory as a list of 4x4 matrices
+        """
+
+        def interpolate_xpos(
+            current_xpos: np.ndarray, target_xpos: np.ndarray, num_samples: int
+        ) -> List[np.ndarray]:
+            """Interpolate between two poses using Slerp for rotation and linear for translation."""
+            if num_samples < 2:
+                num_samples = 2
+
+            slerp = Slerp(
+                [0, 1],
+                Rotation.from_matrix([current_xpos[:3, :3], target_xpos[:3, :3]]),
+            )
+            interpolated_poses = []
+            for s in np.linspace(0, 1, num_samples):
+                interp_rot = slerp(s).as_matrix()
+                interp_trans = (1 - s) * current_xpos[:3, 3] + s * target_xpos[:3, 3]
+                interp_pose = np.eye(4)
+                interp_pose[:3, :3] = interp_rot
+                interp_pose[:3, 3] = interp_trans
+                interpolated_poses.append(interp_pose)
+            return interpolated_poses
+
+        def calculate_point_allocations(
+            xpos_list: List[np.ndarray],
+            step_size: float = 0.002,
+            angle_step: float = np.pi / 90,
+        ) -> List[int]:
+            """Calculate number of interpolation points between each pair of waypoints."""
+            point_allocations = []
+
+            for i in range(len(xpos_list) - 1):
+                start_pose = xpos_list[i]
+                end_pose = xpos_list[i + 1]
+
+                if isinstance(start_pose, torch.Tensor):
+                    start_pose = start_pose.squeeze().cpu().numpy()
+                if isinstance(end_pose, torch.Tensor):
+                    end_pose = end_pose.squeeze().cpu().numpy()
+
+                pos_dist = np.linalg.norm(end_pose[:3, 3] - start_pose[:3, 3])
+                pos_points = max(1, int(pos_dist / step_size))
+
+                angle_diff = Rotation.from_matrix(
+                    start_pose[:3, :3].T @ end_pose[:3, :3]
+                )
+                angle = abs(angle_diff.as_rotvec()).max()
+                rot_points = max(1, int(angle / angle_step))
+
+                num_points = max(pos_points, rot_points)
+                point_allocations.append(num_points)
+
+            return point_allocations
+
+        # Handle input arguments
+        if qpos_list is not None:
+            qpos_list = np.asarray(qpos_list)
+            qpos_tensor = (
+                torch.tensor(qpos_list)
+                if not isinstance(qpos_list, torch.Tensor)
+                else qpos_list
+            )
+            xpos_list = [
+                self.robot.compute_fk(qpos=q, name=self.uid, to_matrix=True)
+                .squeeze(0)
+                .cpu()
+                .numpy()
+                for q in qpos_tensor
+            ]
+
+        if xpos_list is None:
+            logger.log_warning("Either xpos_list or qpos_list must be provided")
+            return [], []
+
+        # Get current position if needed
+        if is_use_current_qpos:
+            joint_ids = self.robot.get_joint_ids(self.uid)
+            qpos_tensor = self.robot.get_qpos()
+            # qpos_tensor shape: (batch, dof), usually batch=1
+            current_qpos = qpos_tensor[0, joint_ids]
+
+            current_xpos = (
+                self.robot.compute_fk(qpos=current_qpos, name=self.uid, to_matrix=True)
+                .squeeze(0)
+                .cpu()
+                .numpy()
+            )
+
+            # Check if current position is significantly different from first waypoint
+            pos_diff = np.linalg.norm(current_xpos[:3, 3] - xpos_list[0][:3, 3])
+            rot_diff = np.linalg.norm(current_xpos[:3, :3] - xpos_list[0][:3, :3])
+
+            if pos_diff > 0.001 or rot_diff > 0.01:
+                xpos_list = np.concatenate(
+                    [current_xpos[None, :, :], xpos_list], axis=0
+                )
+                if qpos_list is not None:
+                    qpos_list = np.concatenate(
+                        [current_qpos[None, :], qpos_list], axis=0
+                    )
+
+        if qpos_seed is None and qpos_list is not None:
+            qpos_seed = qpos_list[0]
+
+        # Input validation
+        if len(xpos_list) < 2:
+            logger.log_warning("xpos_list must contain at least 2 points")
+            return [], []
+
+        # Calculate point allocations for interpolation
+        interpolated_point_allocations = calculate_point_allocations(
+            xpos_list, step_size=0.002, angle_step=np.pi / 90
+        )
+
+        # Generate trajectory
+        interpolate_qpos_list = []
+        if is_linear or qpos_list is None:
+            # Linear cartesian interpolation
+            for i in range(len(xpos_list) - 1):
+                interpolated_poses = interpolate_xpos(
+                    xpos_list[i], xpos_list[i + 1], interpolated_point_allocations[i]
+                )
+                for xpos in interpolated_poses:
+                    success, qpos = self.robot.compute_ik(
+                        pose=xpos, joint_seed=qpos_seed, name=self.uid
+                    )
+
+                    if isinstance(success, torch.Tensor):
+                        is_success = bool(success.all())
+                    elif isinstance(success, np.ndarray):
+                        is_success = bool(np.all(success))
+                    elif isinstance(success, (list, tuple)):
+                        is_success = all(success)
+                    else:
+                        is_success = bool(success)
+
+                    if isinstance(qpos, torch.Tensor):
+                        has_nan = torch.isnan(qpos).any().item()
+                    else:
+                        has_nan = np.isnan(qpos).any()
+
+                    if not is_success or qpos is None or has_nan:
+                        logger.log_debug(
+                            f"IK failed or returned nan at pose, skipping this point."
+                        )
+                        continue
+
+                    interpolate_qpos_list.append(
+                        qpos[0] if isinstance(qpos, (np.ndarray, list)) else qpos
+                    )
+                    qpos_seed = (
+                        qpos[0] if isinstance(qpos, (np.ndarray, list)) else qpos
+                    )
+        else:
+            # Joint space interpolation
+            interpolate_qpos_list = (
+                qpos_list.tolist() if isinstance(qpos_list, np.ndarray) else qpos_list
+            )
+
+        if len(interpolate_qpos_list) < 2:
+            logger.log_error("Need at least 2 waypoints for trajectory planning")
+
+        # Create trajectory dictionary
+        current_state = self._create_state_dict(interpolate_qpos_list[0])
+        target_states = [
+            self._create_state_dict(pos) for pos in interpolate_qpos_list[1:]
+        ]
+
+        # Plan trajectory using internal plan method
+        success, positions, velocities, accelerations, times, duration = self.plan(
+            current_state=current_state,
+            target_states=target_states,
+            sample_method=sample_method,
+            sample_interval=sample_num,
+            **kwargs,
+        )
+
+        if not success or positions is None:
+            logger.log_error("Failed to plan trajectory")
+
+        # Convert positions to list
+        out_qpos_list = (
+            positions.tolist() if isinstance(positions, np.ndarray) else positions
+        )
+
+        out_qpos_list = (
+            torch.tensor(out_qpos_list)
+            if not isinstance(out_qpos_list, torch.Tensor)
+            else out_qpos_list
+        )
+        out_xpos_list = [
+            self.robot.compute_fk(qpos=q.unsqueeze(0), name=self.uid, to_matrix=True)
+            .squeeze(0)
+            .cpu()
+            .numpy()
+            for q in out_qpos_list
+        ]
+
+        return out_qpos_list, out_xpos_list
+
+    def estimate_trajectory_sample_count(
+        self,
+        xpos_list: List[np.ndarray] = None,
+        qpos_list: List[np.ndarray] = None,
+        step_size: float = 0.01,
+        angle_step: float = np.pi / 90,
+        **kwargs,
+    ) -> int:
+        """Estimate the number of trajectory sampling points required.
+
+        This function estimates the total number of sampling points needed to generate
+        a trajectory based on the given waypoints and sampling parameters. It can be
+        used to predict computational load and memory requirements before actual
+        trajectory generation.
+
+        Args:
+            xpos_list: List of 4x4 transformation matrices representing waypoints
+            qpos_list: List of joint positions (optional)
+            is_linear: Whether to use linear interpolation
+            step_size: Maximum allowed distance between consecutive points (in meters)
+            angle_step: Maximum allowed angular difference between consecutive points (in radians)
+            **kwargs: Additional parameters for further customization
+
+        Returns:
+            int: Estimated number of trajectory sampling points
+        """
+
+        def rotation_matrix_to_angle(self, rot_matrix: np.ndarray) -> float:
+            cos_angle = (np.trace(rot_matrix) - 1) / 2
+            cos_angle = np.clip(cos_angle, -1.0, 1.0)
+            return np.arccos(cos_angle)
+
+        # Input validation
+        if xpos_list is None and qpos_list is None:
+            return 0
+
+        # If joint position list is provided but end effector position list is not,
+        # convert through forward kinematics
+        if qpos_list is not None and xpos_list is None:
+            if len(qpos_list) < 2:
+                return 1 if len(qpos_list) == 1 else 1
+            xpos_list = [
+                self.robot.compute_fk(
+                    qpos=torch.tensor(q, dtype=torch.float32),
+                    name=self.uid,
+                    to_matrix=True,
+                )
+                .squeeze(0)
+                .cpu()
+                .numpy()
+                for q in qpos_list
+            ]
+
+        if xpos_list is None or len(xpos_list) == 0:
+            return 1
+
+        if len(xpos_list) == 1:
+            return 1
+
+        total_samples = 1  # Starting point
+
+        total_pos_dist = 0.0
+        total_angle = 0.0
+
+        for i in range(len(xpos_list) - 1):
+            start_pose = xpos_list[i]
+            end_pose = xpos_list[i + 1]
+
+            pos_diff = end_pose[:3, 3] - start_pose[:3, 3]
+            total_pos_dist += np.linalg.norm(pos_diff)
+
+            try:
+                rot_matrix = start_pose[:3, :3].T @ end_pose[:3, :3]
+                angle = rotation_matrix_to_angle(rot_matrix)
+                total_angle += angle
+            except Exception:
+                pass
+
+        pos_samples = max(1, int(total_pos_dist / step_size))
+        rot_samples = max(1, int(total_angle / angle_step))
+
+        total_samples = max(pos_samples, rot_samples)
+
+        return max(2, total_samples)
diff --git a/embodichain/lab/sim/planners/toppra_planner.py b/embodichain/lab/sim/planners/toppra_planner.py
new file mode 100644
index 00000000..0a37b783
--- /dev/null
+++ b/embodichain/lab/sim/planners/toppra_planner.py
@@ -0,0 +1,172 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+from embodichain.utils import logger
+from embodichain.lab.sim.planners.utils import TrajectorySampleMethod
+from embodichain.lab.sim.planners.base_planner import BasePlanner
+
+from typing import TYPE_CHECKING, Union, Optional, Tuple
+
+try:
+    import toppra as ta
+    import toppra.constraint as constraint
+except ImportError:
+    logger.log_error(
+        "toppra not installed. Install with `pip install toppra==0.6.3`", ImportError
+    )
+
+ta.setup_logging(level="WARN")
+
+
+class ToppraPlanner(BasePlanner):
+    def __init__(self, dofs, max_constraints):
+        r"""Initialize the TOPPRA trajectory planner.
+
+        Args:
+            dofs: Number of degrees of freedom
+            max_constraints: Dictionary containing 'velocity' and 'acceleration' constraints
+        """
+        super().__init__(dofs, max_constraints)
+
+        # Create TOPPRA-specific constraint arrays (symmetric format)
+        # This format is required by TOPPRA library
+        self.vlims = np.array([[-v, v] for v in max_constraints["velocity"]])
+        self.alims = np.array([[-a, a] for a in max_constraints["acceleration"]])
+
+    def plan(
+        self,
+        current_state: dict,
+        target_states: list[dict],
+        **kwargs,
+    ):
+        r"""Execute trajectory planning.
+
+        Args:
+            current_state: Dictionary containing 'position', 'velocity', 'acceleration' for current state
+            target_states: List of dictionaries containing target states
+
+        Returns:
+            Tuple of (success, positions, velocities, accelerations, times, duration)
+        """
+        sample_method = kwargs.get("sample_method", TrajectorySampleMethod.TIME)
+        sample_interval = kwargs.get("sample_interval", 0.01)
+        if not isinstance(sample_interval, (float, int)):
+            logger.log_error(
+                f"sample_interval must be float/int, got {type(sample_interval)}",
+                TypeError,
+            )
+        if sample_method == TrajectorySampleMethod.TIME and sample_interval <= 0:
+            logger.log_error("Time interval must be positive", ValueError)
+        elif sample_method == TrajectorySampleMethod.QUANTITY and sample_interval < 2:
+            logger.log_error("At least 2 sample points required", ValueError)
+
+        # Check waypoints
+        if len(current_state["position"]) != self.dofs:
+            logger.log_info("Current wayponit does not align")
+            return False, None, None, None, None, None
+        for target in target_states:
+            if len(target["position"]) != self.dofs:
+                logger.log_info("Target Wayponits does not align")
+                return False, None, None, None, None, None
+
+        if (
+            len(target_states) == 1
+            and np.sum(
+                np.abs(
+                    np.array(target_states[0]["position"])
+                    - np.array(current_state["position"])
+                )
+            )
+            < 1e-3
+        ):
+            logger.log_info("Only two same waypoints, do not plan")
+            return (
+                True,
+                np.array([current_state["position"], target_states[0]["position"]]),
+                np.array([[0.0] * self.dofs, [0.0] * self.dofs]),
+                np.array([[0.0] * self.dofs, [0.0] * self.dofs]),
+                0,
+                0,
+            )
+
+        # Build waypoints
+        waypoints = [np.array(current_state["position"])]
+        for target in target_states:
+            waypoints.append(np.array(target["position"]))
+        waypoints = np.array(waypoints)
+
+        # Create spline interpolation
+        # NOTE: Suitable for dense waypoints
+        ss = np.linspace(0, 1, len(waypoints))
+
+        # NOTE: Suitable for sparse waypoints; for dense waypoints, CubicSpline may fail strict monotonicity requirement
+        # len_total = 0
+        # len_from_start = [0]
+        # for i in range(len(waypoints)-1):
+        #     len_total += np.sum(np.abs(waypoints[i+1] - waypoints[i]))
+        #     len_from_start.append(len_total)
+        # ss = np.array([cur/len_total for cur in len_from_start])
+
+        path = ta.SplineInterpolator(ss, waypoints)
+
+        # Set constraints
+        pc_vel = constraint.JointVelocityConstraint(self.vlims)
+        pc_acc = constraint.JointAccelerationConstraint(self.alims)
+
+        # Create TOPPRA instance
+        instance = ta.algorithm.TOPPRA(
+            [pc_vel, pc_acc],
+            path,
+            parametrizer="ParametrizeConstAccel",
+            gridpt_min_nb_points=max(100, 10 * len(waypoints)),
+        )
+        # NOTES:合理设置gridpt_min_nb_points对加速度约束很重要
+
+        # Compute parameterized trajectory
+        jnt_traj = instance.compute_trajectory()
+        if jnt_traj is None:
+            # raise RuntimeError("Unable to find feasible trajectory")
+            logger.log_info("Unable to find feasible trajectory")
+            return False, None, None, None, None, None
+
+        duration = jnt_traj.duration
+        # Sample trajectory points
+        if duration <= 0:
+            logger.log_error(f"Duration must be positive, got {duration}", ValueError)
+        if sample_method == TrajectorySampleMethod.TIME:
+            n_points = max(2, int(np.ceil(duration / sample_interval)) + 1)
+            ts = np.linspace(0, duration, n_points)
+        else:
+            ts = np.linspace(0, duration, num=int(sample_interval))
+
+        positions = []
+        velocities = []
+        accelerations = []
+
+        for t in ts:
+            positions.append(jnt_traj.eval(t))
+            velocities.append(jnt_traj.evald(t))
+            accelerations.append(jnt_traj.evaldd(t))
+
+        return (
+            True,
+            np.array(positions),
+            np.array(velocities),
+            np.array(accelerations),
+            ts,
+            duration,
+        )
diff --git a/embodichain/lab/sim/planners/utils.py b/embodichain/lab/sim/planners/utils.py
new file mode 100644
index 00000000..154e8529
--- /dev/null
+++ b/embodichain/lab/sim/planners/utils.py
@@ -0,0 +1,54 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from enum import Enum
+from typing import Union
+from embodichain.utils import logger
+
+
+class TrajectorySampleMethod(Enum):
+    r"""Enumeration for different trajectory sampling methods.
+
+    This enum defines various methods for sampling trajectories,
+    providing meaningful names for different sampling strategies.
+    """
+    TIME = "time"
+    """Sample based on time intervals."""
+
+    QUANTITY = "quantity"
+    """Sample based on a specified number of points."""
+
+    DISTANCE = "distance"
+    """Sample based on distance intervals."""
+
+    @classmethod
+    def from_str(
+        cls, value: Union[str, "TrajectorySampleMethod"]
+    ) -> "TrajectorySampleMethod":
+        if isinstance(value, cls):
+            return value
+        try:
+            return cls[value.upper()]
+        except KeyError:
+            valid_values = [e.name for e in cls]
+            logger.log_error(
+                f"Invalid version '{value}'. Valid values are: {valid_values}",
+                ValueError,
+            )
+
+    def __str__(self):
+        """Override string representation for better readability."""
+        return self.value.capitalize()
diff --git a/embodichain/lab/sim/robots/__init__.py b/embodichain/lab/sim/robots/__init__.py
new file mode 100644
index 00000000..de4c08aa
--- /dev/null
+++ b/embodichain/lab/sim/robots/__init__.py
@@ -0,0 +1,18 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .dexforce_w1 import *
+from .cobotmagic import CobotMagicCfg
diff --git a/embodichain/lab/sim/robots/cobotmagic.py b/embodichain/lab/sim/robots/cobotmagic.py
new file mode 100644
index 00000000..93308f46
--- /dev/null
+++ b/embodichain/lab/sim/robots/cobotmagic.py
@@ -0,0 +1,227 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import torch
+import numpy as np
+
+from typing import Dict, List, Optional, Any, Union
+
+from embodichain.lab.sim.cfg import (
+    RobotCfg,
+    URDFCfg,
+    JointDrivePropertiesCfg,
+    RigidBodyAttributesCfg,
+)
+from embodichain.lab.sim.solvers import SolverCfg, OPWSolverCfg
+from embodichain.data import get_data_path
+from embodichain.utils import configclass
+from embodichain.utils import logger
+
+
+@configclass
+class CobotMagicCfg(RobotCfg):
+    urdf_cfg: URDFCfg = None
+    control_parts: Optional[Dict[str, List[str]]] = None
+    solver_cfg: Optional[Dict[str, "SolverCfg"]] = None
+
+    @classmethod
+    def from_dict(cls, init_dict: Dict[str, Union[str, float, int]]) -> CobotMagicCfg:
+        from embodichain.lab.sim.solvers import merge_solver_cfg
+
+        cfg = cls()
+        default_cfgs = cls()._build_default_cfgs()
+        for key, value in default_cfgs.items():
+            setattr(cfg, key, value)
+
+        robot_cfg = RobotCfg.from_dict(init_dict)
+
+        # set attrs into cfg from the robot_cfg
+        for key, value in init_dict.items():
+            if key == "solver_cfg":
+                # merge provided solver_cfg values into default solver config
+                provided_solver_cfg = init_dict.get("solver_cfg")
+                if provided_solver_cfg:
+                    for part, item in provided_solver_cfg.items():
+                        if "class_type" in provided_solver_cfg[part]:
+                            cfg.solver_cfg[part] = robot_cfg.solver_cfg[part]
+                        else:
+                            try:
+                                merged = merge_solver_cfg(
+                                    cfg.solver_cfg, provided_solver_cfg
+                                )
+                                cfg.solver_cfg = merged
+                            except Exception:
+                                logger.log_error(
+                                    f"Failed to merge solver_cfg, using provided config outright."
+                                )
+            else:
+                setattr(cfg, key, getattr(robot_cfg, key))
+
+        return cfg
+
+    @staticmethod
+    def _build_default_cfgs() -> Dict[str, Any]:
+        arm_urdf = get_data_path("CobotMagicArm/CobotMagicWithGripperV100.urdf")
+        left_arm_xpos = np.array(
+            [
+                [1.0, 0.0, 0.0, 0.233],
+                [0.0, 1.0, 0.0, 0.300],
+                [0.0, 0.0, 1.0, 0.000],
+                [0.0, 0.0, 0.0, 1.000],
+            ]
+        )
+        right_arm_xpos = np.array(
+            [
+                [1.0, 0.0, 0.0, 0.233],
+                [0.0, 1.0, 0.0, -0.300],
+                [0.0, 0.0, 1.0, 0.000],
+                [0.0, 0.0, 0.0, 1.000],
+            ]
+        )
+        urdf_cfg = URDFCfg(
+            components=[
+                {
+                    "component_type": "left_arm",
+                    "urdf_path": arm_urdf,
+                    "transform": left_arm_xpos,
+                },
+                {
+                    "component_type": "right_arm",
+                    "urdf_path": arm_urdf,
+                    "transform": right_arm_xpos,
+                },
+            ]
+        )
+        return {
+            "uid": "CobotMagic",
+            "urdf_cfg": urdf_cfg,
+            "control_parts": {
+                "left_arm": [
+                    "LEFT_JOINT1",
+                    "LEFT_JOINT2",
+                    "LEFT_JOINT3",
+                    "LEFT_JOINT4",
+                    "LEFT_JOINT5",
+                    "LEFT_JOINT6",
+                ],
+                "left_eef": ["LEFT_JOINT7", "LEFT_JOINT8"],
+                "right_arm": [
+                    "RIGHT_JOINT1",
+                    "RIGHT_JOINT2",
+                    "RIGHT_JOINT3",
+                    "RIGHT_JOINT4",
+                    "RIGHT_JOINT5",
+                    "RIGHT_JOINT6",
+                ],
+                "right_eef": ["RIGHT_JOINT7", "RIGHT_JOINT8"],
+            },
+            "solver_cfg": {
+                "left_arm": OPWSolverCfg(
+                    end_link_name="left_link6",
+                    root_link_name="left_arm_base",
+                    tcp=np.array(
+                        [[-1, 0, 0, 0], [0, -1, 0, 0], [0, 0, 1, 0.143], [0, 0, 0, 1]]
+                    ),
+                ),
+                "right_arm": OPWSolverCfg(
+                    end_link_name="right_link6",
+                    root_link_name="right_arm_base",
+                    tcp=np.array(
+                        [[-1, 0, 0, 0], [0, -1, 0, 0], [0, 0, 1, 0.143], [0, 0, 0, 1]]
+                    ),
+                ),
+            },
+            "min_position_iters": 8,
+            "min_velocity_iters": 2,
+            "drive_pros": JointDrivePropertiesCfg(
+                stiffness={
+                    "LEFT_JOINT[1-6]": 7e4,
+                    "RIGHT_JOINT[1-6]": 7e4,
+                    "LEFT_JOINT[7-8]": 3e2,
+                    "RIGHT_JOINT[7-8]": 3e2,
+                },
+                damping={
+                    "LEFT_JOINT[1-6]": 1e3,
+                    "RIGHT_JOINT[1-6]": 1e3,
+                    "LEFT_JOINT[7-8]": 3e1,
+                    "RIGHT_JOINT[7-8]": 3e1,
+                },
+                max_effort={
+                    "LEFT_JOINT[1-6]": 3e6,
+                    "RIGHT_JOINT[1-6]": 3e6,
+                    "LEFT_JOINT[7-8]": 3e3,
+                    "RIGHT_JOINT[7-8]": 3e3,
+                },
+            ),
+            "attrs": RigidBodyAttributesCfg(
+                mass=0.1,
+                static_friction=0.95,
+                dynamic_friction=0.9,
+                linear_damping=0.7,
+                angular_damping=0.7,
+                contact_offset=0.005,
+                rest_offset=0.001,
+                restitution=0.01,
+                max_depenetration_velocity=1e1,
+            ),
+        }
+
+    def build_pk_serial_chain(
+        self, device: torch.device = torch.device("cpu"), **kwargs
+    ) -> Dict[str, "pk.SerialChain"]:
+        from embodichain.lab.sim.utility.solver_utils import (
+            create_pk_chain,
+            create_pk_serial_chain,
+        )
+
+        urdf_path = get_data_path("CobotMagicArm/CobotMagicNoGripper.urdf")
+        chain = create_pk_chain(urdf_path, device)
+
+        left_arm_chain = create_pk_serial_chain(
+            chain=chain, end_link_name="link6", root_link_name="base_link"
+        ).to(device=device)
+        right_arm_chain = create_pk_serial_chain(
+            chain=chain, end_link_name="link6", root_link_name="base_link"
+        ).to(device=device)
+        return {"left_arm": left_arm_chain, "right_arm": right_arm_chain}
+
+
+if __name__ == "__main__":
+    from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+    from embodichain.lab.sim.robots import CobotMagicCfg
+
+    torch.set_printoptions(precision=5, sci_mode=False)
+
+    config = SimulationManagerCfg(headless=False, sim_device="cuda")
+    sim = SimulationManager(config)
+    sim.build_multiple_arenas(2)
+    sim.set_manual_update(True)
+
+    config = {
+        "init_pos": [0.0, 0.0, 1.0],
+    }
+
+    cfg = CobotMagicCfg.from_dict(config)
+    robot = sim.add_robot(cfg=cfg)
+
+    sim.init_gpu_physics()
+    print("CobotMagic added to the simulation.")
+
+    from IPython import embed
+
+    embed()
diff --git a/embodichain/lab/sim/robots/dexforce_w1/__init__.py b/embodichain/lab/sim/robots/dexforce_w1/__init__.py
new file mode 100644
index 00000000..5aee21db
--- /dev/null
+++ b/embodichain/lab/sim/robots/dexforce_w1/__init__.py
@@ -0,0 +1,17 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .cfg import DexforceW1Cfg
diff --git a/embodichain/lab/sim/robots/dexforce_w1/cfg.py b/embodichain/lab/sim/robots/dexforce_w1/cfg.py
new file mode 100644
index 00000000..c049a071
--- /dev/null
+++ b/embodichain/lab/sim/robots/dexforce_w1/cfg.py
@@ -0,0 +1,341 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import enum
+import json
+import numpy as np
+import typing
+import torch
+
+from typing import Dict
+
+from embodichain.lab.sim.robots.dexforce_w1.types import (
+    DexforceW1HandBrand,
+    DexforceW1ArmSide,
+    DexforceW1ArmKind,
+    DexforceW1Version,
+)
+from embodichain.lab.sim.robots.dexforce_w1.utils import (
+    build_dexforce_w1_cfg,
+)
+from embodichain.lab.sim.solvers import SolverCfg
+from embodichain.lab.sim.cfg import (
+    RobotCfg,
+    JointDrivePropertiesCfg,
+    RigidBodyAttributesCfg,
+)
+from embodichain.data import get_data_path
+from embodichain.utils import configclass, logger
+
+
+@configclass
+class DexforceW1Cfg(RobotCfg):
+    """DexforceW1 specific configuration, inherits from RobotCfg and allows custom parameters."""
+
+    version: DexforceW1Version = DexforceW1Version.V021
+    arm_kind: DexforceW1ArmKind = DexforceW1ArmKind.INDUSTRIAL
+
+    @classmethod
+    def from_dict(
+        cls, init_dict: typing.Dict[str, typing.Union[str, float, tuple]]
+    ) -> DexforceW1Cfg:
+        """Initialize DexforceW1Cfg from a dictionary.
+
+        Args:
+            init_dict (Dict[str, Union[str, float, tuple]]): Dictionary of configuration parameters.
+
+        Returns:
+            DexforceW1Cfg: An instance of DexforceW1Cfg with parameters set.
+        """
+        from embodichain.lab.sim.solvers import merge_solver_cfg
+
+        init_dict_m = init_dict.copy()
+        version = init_dict_m.get("version", "v021")
+        arm_kind = init_dict_m.get("arm_kind", "anthropomorphic")
+        init_dict_m.pop("version", None)
+        init_dict_m.pop("arm_kind", None)
+        cfg: DexforceW1Cfg = cls()._build_default_cfg(
+            version=version, arm_kind=arm_kind
+        )
+
+        default_physics_cfgs = cls()._build_default_physics_cfgs()
+        for key, value in default_physics_cfgs.items():
+            setattr(cfg, key, value)
+
+        default_solver_cfg = cls()._build_default_solver_cfg(
+            is_industrial=(arm_kind == "industrial")
+        )
+        cfg.solver_cfg = default_solver_cfg
+
+        # override default values with those provided in init_dict.
+        robot_cfg = RobotCfg.from_dict(init_dict_m)
+
+        # set attrs into cfg from the robot_cfg, but merge solver_cfg specially
+        for key, value in init_dict_m.items():
+            if key == "solver_cfg":
+                # merge provided solver_cfg values into default solver config
+                provided_solver_cfg = init_dict_m.get("solver_cfg")
+                if provided_solver_cfg:
+                    for part, item in provided_solver_cfg.items():
+                        if "class_type" in provided_solver_cfg[part]:
+                            cfg.solver_cfg[part] = robot_cfg.solver_cfg[part]
+                        else:
+                            try:
+                                merged = merge_solver_cfg(
+                                    cfg.solver_cfg, provided_solver_cfg
+                                )
+                                cfg.solver_cfg = merged
+                            except Exception:
+                                logger.log_error(
+                                    f"Failed to merge solver_cfg, using provided config outright."
+                                )
+            else:
+                setattr(cfg, key, getattr(robot_cfg, key))
+
+        return cfg
+
+    @staticmethod
+    def _build_default_solver_cfg(is_industrial: bool) -> SolverCfg:
+        # TODO: maybe change default solver for DexforceW1
+        from embodichain.lab.sim.solvers import PytorchSolverCfg
+        from embodichain.lab.sim.solvers import SRSSolverCfg
+        from embodichain.lab.sim.robots.dexforce_w1.params import (
+            W1ArmKineParams,
+        )
+
+        if is_industrial:
+            w1_left_arm_params = W1ArmKineParams(
+                arm_side=DexforceW1ArmSide.LEFT,
+                arm_kind=DexforceW1ArmKind.INDUSTRIAL,
+                version=DexforceW1Version.V021,
+            )
+            w1_right_arm_params = W1ArmKineParams(
+                arm_side=DexforceW1ArmSide.RIGHT,
+                arm_kind=DexforceW1ArmKind.INDUSTRIAL,
+                version=DexforceW1Version.V021,
+            )
+        else:
+            w1_left_arm_params = W1ArmKineParams(
+                arm_side=DexforceW1ArmSide.LEFT,
+                arm_kind=DexforceW1ArmKind.ANTHROPOMORPHIC,
+                version=DexforceW1Version.V021,
+            )
+            w1_right_arm_params = W1ArmKineParams(
+                arm_side=DexforceW1ArmSide.RIGHT,
+                arm_kind=DexforceW1ArmKind.ANTHROPOMORPHIC,
+                version=DexforceW1Version.V021,
+            )
+
+        return {
+            "right_arm": SRSSolverCfg(
+                end_link_name="right_ee",
+                root_link_name="right_arm_base",
+                dh_params=w1_right_arm_params.dh_params,
+                qpos_limits=w1_right_arm_params.qpos_limits,
+                T_e_oe=w1_right_arm_params.T_e_oe,
+                T_b_ob=w1_right_arm_params.T_b_ob,
+                link_lengths=w1_right_arm_params.link_lengths,
+                rotation_directions=w1_right_arm_params.rotation_directions,
+                tcp=np.array(
+                    [
+                        [1.0, 0.0, 0.0, 0.012],
+                        [0.0, 0.0, -1.0, -0.0675],
+                        [0.0, 1.0, 0.0, 0.127],
+                        [0.0, 0.0, 0.0, 1.0],
+                    ]
+                ),
+            ),
+            "left_arm": SRSSolverCfg(
+                end_link_name="left_ee",
+                root_link_name="left_arm_base",
+                dh_params=w1_left_arm_params.dh_params,
+                qpos_limits=w1_left_arm_params.qpos_limits,
+                T_e_oe=w1_left_arm_params.T_e_oe,
+                T_b_ob=w1_left_arm_params.T_b_ob,
+                link_lengths=w1_left_arm_params.link_lengths,
+                rotation_directions=w1_left_arm_params.rotation_directions,
+                tcp=np.array(
+                    [
+                        [-1.0, 0.0, 0.0, 0.012],
+                        [0.0, 0.0, 1.0, 0.0675],
+                        [0.0, 1.0, 0.0, 0.127],
+                        [0.0, 0.0, 0.0, 1.0],
+                    ]
+                ),
+            ),
+        }
+
+    @staticmethod
+    def _build_default_physics_cfgs() -> typing.Dict[str, any]:
+        return {
+            "min_position_iters": 32,
+            "min_velocity_iters": 8,
+            "drive_pros": JointDrivePropertiesCfg(
+                stiffness={
+                    "(RIGHT|LEFT)_J[0-9]": 1e4,
+                    "(RIGHT|LEFT)_[A-Z|_]+": 1e2,
+                    "(ANKLE|KNEE|BUTTOCK|WAIST)": 1e7,
+                },
+                damping={
+                    "(RIGHT|LEFT)_J[0-2]": 1e3,
+                    "(RIGHT|LEFT)_[A-Z|_]+": 1e1,
+                    "(ANKLE|KNEE|BUTTOCK|WAIST)": 1e4,
+                },
+                max_effort={
+                    "(RIGHT|LEFT)_J[0-9]": 1e5,
+                    "(RIGHT|LEFT)_[A-Z|_]+": 1e3,
+                    "(ANKLE|KNEE|BUTTOCK|WAIST)": 1e10,
+                },
+            ),
+            # TODO: we may use the some properties from URDF as default values
+            # eg. mass, friction, damping, etc.
+            "attrs": RigidBodyAttributesCfg(
+                mass=1.0,
+                static_friction=0.95,
+                dynamic_friction=0.9,
+                linear_damping=0.7,
+                angular_damping=0.7,
+                contact_offset=0.005,
+                rest_offset=0.001,
+                restitution=0.05,
+                max_depenetration_velocity=10.0,
+            ),
+        }
+
+    @staticmethod
+    def _build_default_cfg(
+        version: str = "v021", arm_kind: str = "anthropomorphic"
+    ) -> DexforceW1Cfg:
+        hand_types = {
+            DexforceW1ArmSide.LEFT: DexforceW1HandBrand.BRAINCO_HAND,
+            DexforceW1ArmSide.RIGHT: DexforceW1HandBrand.BRAINCO_HAND,
+        }
+        hand_versions = {
+            DexforceW1ArmSide.LEFT: DexforceW1Version(version),
+            DexforceW1ArmSide.RIGHT: DexforceW1Version(version),
+        }
+
+        cfg = build_dexforce_w1_cfg(
+            arm_kind=DexforceW1ArmKind(arm_kind),
+            hand_types=hand_types,
+            hand_versions=hand_versions,
+        )
+        cfg.version = DexforceW1Version(version)
+        cfg.arm_kind = DexforceW1ArmKind(arm_kind)
+
+        return cfg
+
+    def to_dict(self):
+        """Convert config to a Python dict, handling enums and numpy arrays."""
+
+        def serialize(obj, _visited=None):
+            if _visited is None:
+                _visited = set()
+            # Only skip recursion for mutable objects (dict, custom class)
+            if isinstance(obj, (dict, object)) and not isinstance(
+                obj, (str, int, float, bool, type(None))
+            ):
+                obj_id = id(obj)
+                if obj_id in _visited:
+                    return None  # Prevent infinite recursion
+                _visited.add(obj_id)
+
+            if isinstance(obj, enum.Enum):
+                return obj.value
+            if isinstance(obj, np.ndarray):
+                return obj.tolist()
+            if isinstance(obj, dict):
+                # Only serialize values, keep keys as str/int/float/bool/None
+                return {str(k): serialize(v, _visited) for k, v in obj.items()}
+            if isinstance(obj, (list, tuple)):
+                return [serialize(v, _visited) for v in obj]
+            if hasattr(obj, "to_dict") and obj is not self:
+                return serialize(obj.to_dict(), _visited)
+            if hasattr(obj, "__dict__"):
+                return {k: serialize(v, _visited) for k, v in obj.__dict__.items()}
+            return obj
+
+        return serialize(self)
+
+    def to_string(self):
+        """Return config as a JSON string."""
+        return json.dumps(self.to_dict(), indent=2)
+
+    def save_to_file(self, filepath):
+        """Save config to a local file as JSON."""
+        with open(filepath, "w") as f:
+            f.write(self.to_string())
+
+    def build_pk_serial_chain(
+        self, device: torch.device = torch.device("cpu"), **kwargs
+    ) -> Dict[str, "pk.SerialChain"]:
+        from embodichain.lab.sim.utility.solver_utils import (
+            create_pk_chain,
+            create_pk_serial_chain,
+        )
+
+        if DexforceW1ArmKind.INDUSTRIAL == self.arm_kind:
+            urdf_path = get_data_path("DexforceW1V021/DexforceW1_v02_2.urdf")
+        elif DexforceW1ArmKind.ANTHROPOMORPHIC == self.arm_kind:
+            urdf_path = get_data_path("DexforceW1V021/DexforceW1_v02_1.urdf")
+
+        chain = create_pk_chain(urdf_path, device)
+
+        left_arm_chain = create_pk_serial_chain(
+            chain=chain, end_link_name="left_ee", root_link_name="left_arm_base"
+        ).to(device=device)
+        right_arm_chain = create_pk_serial_chain(
+            chain=chain, end_link_name="right_ee", root_link_name="right_arm_base"
+        ).to(device=device)
+
+        return {
+            "left_arm": left_arm_chain,
+            "right_arm": right_arm_chain,
+        }
+
+
+if __name__ == "__main__":
+    # Example usage
+    import numpy as np
+
+    np.set_printoptions(precision=5, suppress=True)
+    from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+    from embodichain.lab.sim.robots.dexforce_w1.types import (
+        DexforceW1ArmKind,
+    )
+
+    config = SimulationManagerCfg(headless=True, sim_device="cpu")
+    sim = SimulationManager(config)
+    sim.build_multiple_arenas(1)
+    sim.set_manual_update(True)
+
+    cfg = DexforceW1Cfg.from_dict(
+        {
+            "uid": "dexforce_w1",
+            "version": "v021",
+            "arm_kind": "anthropomorphic",
+        }
+    )
+
+    robot = sim.add_robot(cfg=cfg)
+    sim.update(step=1)
+    print("DexforceW1 robot added to the simulation.")
+
+    from IPython import embed
+
+    embed()
diff --git a/embodichain/lab/sim/robots/dexforce_w1/params.py b/embodichain/lab/sim/robots/dexforce_w1/params.py
new file mode 100644
index 00000000..6dfdf349
--- /dev/null
+++ b/embodichain/lab/sim/robots/dexforce_w1/params.py
@@ -0,0 +1,269 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+from typing import Optional
+from dataclasses import dataclass, field
+from embodichain.lab.sim.robots.dexforce_w1.types import (
+    DexforceW1HandBrand,
+    DexforceW1ArmSide,
+    DexforceW1ArmKind,
+    DexforceW1Version,
+)
+
+
+@dataclass
+class W1ArmKineParams:
+    """Kinematics parameters for W1 arm variants.
+
+    - arm_kind and W1Version enum types expected to be defined elsewhere.
+    - dh_params stored as numpy array of shape (7,4).
+    - qpos_limits stored as numpy array of shape (7,2) in radians.
+    """
+
+    arm_side: "DexforceW1ArmSide"
+    arm_kind: "DexforceW1ArmKind"
+    version: "DexforceW1Version" = field(default_factory=lambda: DexforceW1Version.V021)
+
+    # (initialized in __post_init__)
+    # physical constants
+    d_list: list[float] = field(init=False, default_factory=list)
+    link_lengths: list[float] = field(init=False, default_factory=list)
+    rotation_directions: list[float] = field(init=False, default_factory=list)
+
+    # transforms
+    T_b_ob: np.ndarray = field(init=False)
+    T_e_oe: np.ndarray = field(init=False)
+
+    # kinematic parameters
+    dh_params: np.ndarray = field(init=False)
+    qpos_limits: np.ndarray = field(init=False)
+
+    def __post_init__(self):
+        if self.version == DexforceW1Version.V021:
+            self.d_list = np.array([0.0, 0.0, 0.260, 0.0, 0.166, 0.098, 0.0])
+            self.link_lengths = np.array(
+                [
+                    self.d_list[0] + self.d_list[1],
+                    self.d_list[2] + self.d_list[3],
+                    self.d_list[4] + self.d_list[5],
+                    self.d_list[6],
+                ]
+            )
+        else:
+            raise ValueError(f"W1Version {self.version} are not supported.")
+
+        # helpers: create DH rows and clamp limits
+        def dh_row(d, alpha, a, theta):
+            return [d, alpha, a, theta]
+
+        def deg2rad_list(list_of_pairs):
+            return np.deg2rad(np.array(list_of_pairs, dtype=float))
+
+        T_b_ob = np.array(
+            [
+                [1.0, 0.0, 0.0, 0.0],
+                [0.0, 1.0, 0.0, 0.0],
+                [0.0, 0.0, 1.0, 0.1025],
+                [0.0, 0.0, 0.0, 1.0],
+            ]
+        )
+        # Build parameters per arm_kind and side, minimizing duplication
+        if self.arm_kind == DexforceW1ArmKind.INDUSTRIAL:
+            # default tcp for industrial
+            T_e_oe = np.array(
+                [
+                    [-1.0, 0.0, 0.0, 0.0],
+                    [0.0, -1.0, 0.0, 0.0],
+                    [0.0, 0.0, 1.0, 0.066],
+                    [0.0, 0.0, 0.0, 1.0],
+                ]
+            )
+
+            # fmt: off
+            dh = [
+                dh_row(self.link_lengths[0],  -np.pi / 2,  0.0,  0.0),
+                dh_row(0.0,                    np.pi / 2,  0.0,  0.0),
+                dh_row(self.link_lengths[1],   np.pi / 2,  0.0,  np.pi / 2),
+                dh_row(0.0,                   -np.pi / 2,  0.0,  0.0),
+                dh_row(self.link_lengths[2],  -np.pi / 2,  0.0,  0.0),
+                dh_row(0.0,                    np.pi / 2,  0.0,  0.0),
+                dh_row(self.link_lengths[3],   0.0,        0.0,  0.0),
+            ]
+
+            # fmt: on
+            if self.arm_side == DexforceW1ArmSide.LEFT:
+                limits = [
+                    [-170.0, 170.0],
+                    [-120.0, 90.0],
+                    [-170.0, 170.0],
+                    [-135.0, 90.0],
+                    [-170.0, 170.0],
+                    [-90.0, 90.0],
+                    [-170.0, 170.0],
+                ]
+                rotation_directions = np.array([1, 1, 1, 1, 1, -1, 1])
+            else:
+                limits = [
+                    [-170.0, 170.0],
+                    [-90.0, 120.0],
+                    [-170.0, 170.0],
+                    [-90.0, 135.0],
+                    [-170.0, 170.0],
+                    [-90.0, 90.0],
+                    [-170.0, 170.0],
+                ]
+                rotation_directions = np.array([1, 1, 1, -1, 1, 1, 1])
+
+            self.T_e_oe = T_e_oe
+
+        elif self.arm_kind == DexforceW1ArmKind.ANTHROPOMORPHIC:
+            T_e_oe = np.array(
+                [
+                    [0.0, 0.0, -1.0, -0.066],
+                    [0.0, 1.0, 0.0, 0.0],
+                    [1.0, 0.0, 0.0, 0.0],
+                    [0.0, 0.0, 0.0, 1.0],
+                ]
+            )
+            # fmt: off
+            dh = [
+                dh_row(self.link_lengths[0],  -np.pi / 2,  0.0,  0.0),
+                dh_row(0.0,                    np.pi / 2,  0.0,  0.0),
+                dh_row(self.link_lengths[1],   np.pi / 2,  0.0,  np.pi / 2),
+                dh_row(0.0,                   -np.pi / 2,  0.0,  0.0),
+                dh_row(self.link_lengths[2],  -np.pi / 2,  0.0,  0.0),
+                dh_row(0.0,                    np.pi / 2,  0.0,  np.pi / 2),
+                dh_row(self.link_lengths[3],   0.0,        0.0,  0.0),
+            ]
+            # fmt: on
+
+            if self.arm_side == DexforceW1ArmSide.LEFT:
+                limits = [
+                    [-170.0, 170.0],
+                    [-120.0, 90.0],
+                    [-170.0, 170.0],
+                    [-135.0, 90.0],
+                    [-170.0, 170.0],
+                    [-45.0, 45.0],
+                    [-90.0, 60.0],
+                ]
+                rotation_directions = np.array([1, 1, 1, 1, 1, -1, 1])
+            else:
+                limits = [
+                    [-170.0, 170.0],
+                    [-90.0, 120.0],
+                    [-170.0, 170.0],
+                    [-90.0, 135.0],
+                    [-170.0, 170.0],
+                    [-45.0, 45.0],
+                    [-60.0, 90.0],
+                ]
+                rotation_directions = np.array([1, 1, 1, -1, 1, 1, 1])
+        else:
+            raise ValueError(f"Unsupported arm_kind: {self.arm_kind}")
+
+        self.T_b_ob = T_b_ob
+        self.T_e_oe = T_e_oe
+
+        # finalize arrays
+        self.dh_params = np.array(dh, dtype=float)
+        self.qpos_limits = deg2rad_list(limits)
+        self.rotation_directions = rotation_directions
+
+        # sanity checks
+        assert self.dh_params.shape == (7, 4), "dh_params must be shape (7,4)"
+        assert self.qpos_limits.shape == (7, 2), "qpos_limits must be shape (7,2)"
+
+    def as_dict(self) -> dict:
+        return {
+            "arm_side": self.arm_side.name,
+            "arm_kind": self.arm_kind.name,
+            "version": self.version.name,
+            "link_lengths": self.link_lengths.tolist(),
+            "T_b_ob": self.T_b_ob.tolist(),
+            "T_e_oe": self.T_e_oe.tolist(),
+            "dh_params": self.dh_params.tolist(),
+            "qpos_limits": self.qpos_limits.tolist(),
+            "rotation_directions": self.rotation_directions.tolist(),
+        }
+
+    @classmethod
+    def from_dict(cls, data: dict) -> "W1ArmKineParams":
+        arm_side = (
+            DexforceW1ArmSide[data["arm_side"]]
+            if isinstance(data.get("arm_side"), str)
+            else data.get("arm_side")
+        )
+
+        arm_kind = (
+            DexforceW1ArmKind[data["arm_kind"]]
+            if isinstance(data.get("arm_kind"), str)
+            else data.get("arm_kind")
+        )
+        version = (
+            DexforceW1Version[data["version"]]
+            if isinstance(data.get("version"), str)
+            else data.get("version", DexforceW1Version.V021)
+        )
+        inst = cls(arm_side=arm_side, arm_kind=arm_kind, version=version)
+
+        # allow overriding computed arrays if provided
+        if "dh_params" in data:
+            object.__setattr__(
+                inst, "dh_params", np.array(data["dh_params"], dtype=float)
+            )
+        if "qpos_limits" in data:
+            object.__setattr__(
+                inst,
+                "qpos_limits",
+                np.deg2rad(np.array(data["qpos_limits"], dtype=float)),
+            ) if np.max(
+                np.abs(np.array(data["qpos_limits"]))
+            ) > 2 * np.pi else object.__setattr__(
+                inst, "qpos_limits", np.array(data["qpos_limits"], dtype=float)
+            )
+        if "link_lengths" in data:
+            object.__setattr__(
+                inst, "link_lengths", np.array(data["link_lengths"], dtype=float)
+            )
+        if "T_b_ob" in data:
+            object.__setattr__(inst, "T_b_ob", np.array(data["T_b_ob"], dtype=float))
+        if "T_e_oe" in data:
+            object.__setattr__(inst, "T_e_oe", np.array(data["T_e_oe"], dtype=float))
+        if "rotation_directions" in data:
+            object.__setattr__(
+                inst,
+                "rotation_directions",
+                np.array(data["rotation_directions"], dtype=float),
+            )
+        inst.validate()
+        return inst
+
+    def to_torch(
+        self, device: Optional[torch.device] = None, dtype: torch.dtype = torch.float32
+    ) -> dict:
+        dev = torch.device("cpu") if device is None else device
+        return {
+            "dh_params": torch.tensor(self.dh_params, dtype=dtype, device=dev),
+            "qpos_limits": torch.tensor(self.qpos_limits, dtype=dtype, device=dev),
+            "T_b_ob": torch.tensor(self.T_b_ob, dtype=dtype, device=dev),
+            "T_e_oe": torch.tensor(self.T_e_oe, dtype=dtype, device=dev),
+            "rotation_directions": torch.tensor(
+                self.rotation_directions, dtype=dtype, device=dev
+            ),
+        }
diff --git a/embodichain/lab/sim/robots/dexforce_w1/types.py b/embodichain/lab/sim/robots/dexforce_w1/types.py
new file mode 100644
index 00000000..939dde31
--- /dev/null
+++ b/embodichain/lab/sim/robots/dexforce_w1/types.py
@@ -0,0 +1,66 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import enum
+
+all = [
+    "DexforceW1Version",
+    "DexforceW1ArmKind",
+    "DexforceW1ArmSide",
+    "DexforceW1Type",
+]
+
+
+class DexforceW1Version(enum.Enum):
+    """Versioning for DexforceW1 components."""
+
+    V021 = "v021"
+
+
+class DexforceW1ArmKind(enum.Enum):
+    """Arm type for DexforceW1: anthropomorphic or industrial."""
+
+    ANTHROPOMORPHIC = "anthropomorphic"
+    INDUSTRIAL = "industrial"
+
+
+class DexforceW1ArmSide(enum.Enum):
+    """Arm side for DexforceW1: left or right."""
+
+    LEFT = "left"
+    RIGHT = "right"
+
+
+class DexforceW1Type(enum.Enum):
+    """Component type for DexforceW1."""
+
+    CHASSIS = "chassis"
+    TORSO = "torso"
+    EYES = "eyes"
+    HEAD = "head"
+    LEFT_ARM1 = "left_arm"  # Anthropomorphic left arm
+    RIGHT_ARM1 = "right_arm"  # Anthropomorphic right arm
+    LEFT_ARM2 = "left_arm2"  # Industrial left arm
+    RIGHT_ARM2 = "right_arm2"  # Industrial right arm
+    LEFT_HAND = "left_hand"
+    RIGHT_HAND = "right_hand"
+    FULL_BODY = "full_body"  # Full robot
+
+
+class DexforceW1HandBrand(enum.Enum):
+    BRAINCO_HAND = "BRAINCO_HAND"
+    DH_PGC_GRIPPER = "DH_PGC_GRIPPER"
+    DH_PGC_GRIPPER_M = "DH_PGC_GRIPPER_M"
diff --git a/embodichain/lab/sim/robots/dexforce_w1/utils.py b/embodichain/lab/sim/robots/dexforce_w1/utils.py
new file mode 100644
index 00000000..1bfbeb6d
--- /dev/null
+++ b/embodichain/lab/sim/robots/dexforce_w1/utils.py
@@ -0,0 +1,746 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+import numpy as np
+from scipy.spatial.transform import Rotation as R
+from typing import List, Dict, Optional
+
+from embodichain.lab.sim.robots.dexforce_w1.types import (
+    DexforceW1ArmKind,
+    DexforceW1Type,
+    DexforceW1ArmSide,
+    DexforceW1Version,
+    DexforceW1HandBrand,
+)
+from embodichain.data import get_data_path
+from embodichain.lab.sim.solvers import SolverCfg
+from embodichain.lab.sim.cfg import RobotCfg, URDFCfg
+
+
+all = [
+    "ChassisManager",
+    "TorsoManager",
+    "HeadManager",
+    "ArmManager",
+    "HandManager",
+    "EyesManager",
+    "build_dexforce_w1_assembly_urdf_cfg",
+    "build_dexforce_w1_cfg",
+]
+
+
+class ChassisManager:
+    def __init__(self):
+        self.urdf_paths = {
+            DexforceW1Version.V021: get_data_path("DexforceW1ChassisV021/chassis.urdf"),
+        }
+
+    def get_urdf(self, version=DexforceW1Version.V021):
+        return self.urdf_paths[version]
+
+    def get_config(self, version=DexforceW1Version.V021):
+        return {
+            "urdf_path": self.get_urdf(version),
+            "joint_names": [],
+            "end_link_name": "base_link",
+            "root_link_name": "base_link",
+        }
+
+
+class TorsoManager:
+    def __init__(self):
+        self.urdf_paths = {
+            DexforceW1Version.V021: get_data_path("DexforceW1TorsoV021/torso.urdf"),
+        }
+        self.joint_names = ["ANKLE", "KNEE", "BUTTOCK", "WAIST"]
+
+    def get_urdf(self, version=DexforceW1Version.V021):
+        return self.urdf_paths[version]
+
+    def get_config(self, version=DexforceW1Version.V021):
+        return {
+            "urdf_path": self.get_urdf(version),
+            "joint_names": self.joint_names,
+            "end_link_name": "waist",
+            "root_link_name": "base_link",
+        }
+
+
+class HeadManager:
+    def __init__(self):
+        self.urdf_paths = {
+            DexforceW1Version.V021: get_data_path("DexforceW1HeadV021/head.urdf"),
+        }
+        self.joint_names = ["NECK1", "NECK2"]
+
+    def get_urdf(self, version=DexforceW1Version.V021):
+        return self.urdf_paths[version]
+
+    def get_config(self, version=DexforceW1Version.V021):
+        return {
+            "urdf_path": self.get_urdf(version),
+            "joint_names": self.joint_names,
+            "end_link_name": "neck2",
+            "root_link_name": "neck1",
+        }
+
+
+class EyesManager:
+    def __init__(self):
+        self.urdf_paths = {
+            DexforceW1Version.V021: get_data_path("DexforceW1EyesV021/eyes.urdf"),
+        }
+
+    def get_urdf(self, version=DexforceW1Version.V021):
+        return self.urdf_paths[version]
+
+    def get_config(self, version=DexforceW1Version.V021):
+        return {
+            "urdf_path": self.get_urdf(version),
+            "joint_names": [],
+            "end_link_name": "eyes",
+            "root_link_name": "base_link",
+        }
+
+
+class ArmManager:
+    def __init__(self):
+        self.urdf_paths = {
+            (
+                DexforceW1ArmKind.ANTHROPOMORPHIC,
+                DexforceW1ArmSide.LEFT,
+                DexforceW1Version.V021,
+            ): get_data_path("DexforceW1LeftArm1V021/left_arm.urdf"),
+            (
+                DexforceW1ArmKind.ANTHROPOMORPHIC,
+                DexforceW1ArmSide.RIGHT,
+                DexforceW1Version.V021,
+            ): get_data_path("DexforceW1RightArm1V021/right_arm.urdf"),
+            (
+                DexforceW1ArmKind.INDUSTRIAL,
+                DexforceW1ArmSide.LEFT,
+                DexforceW1Version.V021,
+            ): get_data_path("DexforceW1LeftArm2V021/left_arm.urdf"),
+            (
+                DexforceW1ArmKind.INDUSTRIAL,
+                DexforceW1ArmSide.RIGHT,
+                DexforceW1Version.V021,
+            ): get_data_path("DexforceW1RightArm2V021/right_arm.urdf"),
+        }
+
+    def get_urdf(self, kind, side, version=DexforceW1Version.V021):
+        return self.urdf_paths[(kind, side, version)]
+
+    def get_config(self, kind, side, version=DexforceW1Version.V021):
+        prefix = "LEFT" if side == DexforceW1ArmSide.LEFT else "RIGHT"
+        return {
+            "urdf_path": self.get_urdf(kind, side, version),
+            "joint_names": [f"{prefix}_J{i}" for i in range(1, 8)],
+            "end_link_name": f"{prefix.lower()}_ee",
+            "root_link_name": f"{prefix.lower()}_arm_base",
+        }
+
+
+class HandManager:
+    def __init__(self):
+        self.urdf_paths = {
+            (
+                DexforceW1HandBrand.BRAINCO_HAND,
+                DexforceW1ArmSide.LEFT,
+                DexforceW1Version.V021,
+            ): get_data_path("BrainCoHandRevo1/BrainCoLeftHand/BrainCoLeftHand.urdf"),
+            (
+                DexforceW1HandBrand.BRAINCO_HAND,
+                DexforceW1ArmSide.RIGHT,
+                DexforceW1Version.V021,
+            ): get_data_path("BrainCoHandRevo1/BrainCoRightHand/BrainCoRightHand.urdf"),
+            (
+                DexforceW1HandBrand.DH_PGC_GRIPPER,
+                DexforceW1ArmSide.LEFT,
+                DexforceW1Version.V021,
+            ): get_data_path("DH_PGC_140_50/DH_PGC_140_50.urdf"),
+            (
+                DexforceW1HandBrand.DH_PGC_GRIPPER,
+                DexforceW1ArmSide.RIGHT,
+                DexforceW1Version.V021,
+            ): get_data_path("DH_PGC_140_50/DH_PGC_140_50.urdf"),
+            (
+                DexforceW1HandBrand.DH_PGC_GRIPPER_M,
+                DexforceW1ArmSide.LEFT,
+                DexforceW1Version.V021,
+            ): get_data_path("DH_PGC_140_50_M/DH_PGC_140_50_M.urdf"),
+            (
+                DexforceW1HandBrand.DH_PGC_GRIPPER_M,
+                DexforceW1ArmSide.RIGHT,
+                DexforceW1Version.V021,
+            ): get_data_path("DH_PGC_140_50_M/DH_PGC_140_50_M.urdf"),
+        }
+
+    def get_config(
+        self,
+        brand: DexforceW1HandBrand,
+        side: DexforceW1ArmSide,
+        version: DexforceW1Version = DexforceW1Version.V021,
+    ):
+        prefix = "LEFT" if side == DexforceW1ArmSide.LEFT else "RIGHT"
+        if brand == DexforceW1HandBrand.BRAINCO_HAND:
+            if side == DexforceW1ArmSide.LEFT:
+                base_link_name = f"{prefix.lower()}_hand_base"
+                root_link_name = f"{prefix.lower()}_thumb_dist"
+                joint_names = [
+                    f"{prefix}_HAND_THUMB1",  # Left thumb flexion
+                    f"{prefix}_HAND_THUMB2",  # Left thumb abduction/adduction
+                    f"{prefix}_HAND_INDEX",  # Left index finger flexion
+                    f"{prefix}_HAND_MIDDLE",  # Left middle finger flexion
+                    f"{prefix}_HAND_RING",  # Left ring finger flexion
+                    f"{prefix}_HAND_PINKY",  # Left pinky finger flexion
+                ]
+            else:
+                base_link_name = f"{prefix.lower()}_hand_base"
+                root_link_name = f"{prefix.lower()}_thumb_dist"
+                joint_names = [
+                    f"{prefix}_HAND_THUMB1",  # Right thumb flexion
+                    f"{prefix}_HAND_THUMB2",  # Right thumb abduction/adduction
+                    f"{prefix}_HAND_INDEX",  # Right index finger flexion
+                    f"{prefix}_HAND_MIDDLE",  # Right middle finger flexion
+                    f"{prefix}_HAND_RING",  # Right ring finger flexion
+                    f"{prefix}_HAND_PINKY",  # Right pinky finger flexion
+                ]
+        elif brand == DexforceW1HandBrand.DH_PGC_GRIPPER:
+            base_link_name = f"{prefix.lower()}_base_link_1"
+            root_link_name = (f"{prefix.lower()}_finger2_link",)
+            joint_names = [f"{prefix}_FINGER1_JOINT", f"{prefix}_FINGER2_JOINT"]
+        elif brand == DexforceW1HandBrand.DH_PGC_GRIPPER_M:
+            base_link_name = f"{prefix.lower()}_base_link_1"
+            root_link_name = (f"{prefix.lower()}_finger2",)
+            joint_names = [f"{prefix}_FINGER1", f"{prefix}_FINGER2"]
+        else:
+            raise ValueError(f"Unknown hand brand: {brand}")
+
+        return {
+            "urdf_path": self.get_urdf(brand, side, version),
+            "joint_names": joint_names,
+            "end_link_name": base_link_name,
+            "root_link_name": root_link_name,
+        }
+
+    def get_urdf(
+        self,
+        brand: DexforceW1HandBrand,
+        side: DexforceW1ArmSide,
+        version: DexforceW1Version = DexforceW1Version.V021,
+    ):
+        return self.urdf_paths[(brand, side, version)]
+
+    def get_attach_xpos(
+        self,
+        brand: DexforceW1HandBrand,
+        arm_kind: DexforceW1ArmKind = DexforceW1ArmKind.INDUSTRIAL,
+        is_left: bool = True,
+    ):
+        if brand == DexforceW1HandBrand.BRAINCO_HAND:
+            rot_params = {
+                (DexforceW1ArmKind.INDUSTRIAL, True): [90, 0, 0],
+                (DexforceW1ArmKind.INDUSTRIAL, False): [90, 0, 180],
+                (DexforceW1ArmKind.ANTHROPOMORPHIC, True): [90, 0, 180],
+                (DexforceW1ArmKind.ANTHROPOMORPHIC, False): [90, 0, 0],
+            }
+            attach_xpos = np.eye(4)
+            rot = R.from_euler("xyz", rot_params[(arm_kind, is_left)], degrees=True)
+            attach_xpos[:3, :3] = rot.as_matrix()
+            attach_xpos[2, 3] = 0.0
+            return attach_xpos
+        elif brand == DexforceW1HandBrand.DH_PGC_GRIPPER:
+            attach_xpos = np.array(
+                [[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0.015], [0, 0, 0, 1]]
+            )
+            attach_xpos[:3, :3] = (
+                attach_xpos[:3, :3]
+                @ R.from_rotvec([0, 0, 90], degrees=True).as_matrix()
+            )
+            return attach_xpos
+        elif brand == DexforceW1HandBrand.DH_PGC_GRIPPER_M:
+            attach_xpos = np.eye(4)
+            attach_xpos[:3, :3] = (
+                attach_xpos[:3, :3]
+                @ R.from_rotvec([0, 0, 90], degrees=True).as_matrix()
+            )
+            return attach_xpos
+        else:
+            raise ValueError(f"Unknown brand: {brand}")
+
+
+eyes_manager = EyesManager()
+chassis_manager = ChassisManager()
+torso_manager = TorsoManager()
+head_manager = HeadManager()
+arm_manager = ArmManager()
+hand_manager = HandManager()
+
+
+def build_dexforce_w1_assembly_urdf_cfg(
+    arm_kind: DexforceW1ArmKind,
+    arm_sides: List[DexforceW1ArmSide] = [
+        DexforceW1ArmSide.LEFT,
+        DexforceW1ArmSide.RIGHT,
+    ],
+    fname: Optional[str] = "DexforceW1V021",
+    hand_types: Optional[Dict[DexforceW1ArmSide, DexforceW1HandBrand]] = None,
+    hand_versions: Optional[Dict[DexforceW1ArmSide, DexforceW1Version]] = None,
+    hand_attach_xposes: Optional[Dict[DexforceW1ArmSide, np.ndarray]] = None,
+    include_chassis: bool = True,
+    include_torso: bool = True,
+    include_head: bool = True,
+    include_hand: bool = True,
+    include_eyes: bool = True,
+    include_wrist_cameras: bool = True,
+    component_versions: Optional[Dict[DexforceW1Type, DexforceW1Version]] = None,
+) -> URDFCfg:
+    """
+    Assemble DexforceW1 robot urdf configuration.
+
+    Args:
+        arm_kind: Arm type (anthropomorphic or industrial).
+        arm_sides: List of arm sides to include (left/right). Default both sides.
+        fname: Output configuration name. Default "DexforceW1V021".
+        hand_types: Dict specifying hand brand (DexforceW1HandBrand) for each arm side. Default None, which uses the default brand.
+        hand_versions: Dict specifying hand version for each arm side. Default None, which uses the default version.
+        hand_attach_xposes: Dict specifying hand attachment pose for each arm side. Default None, which uses the default attachment pose.
+        include_chassis: Whether to include chassis. Default True.
+        include_torso: Whether to include torso. Default True.
+        include_head: Whether to include head. Default True.
+        include_hand: Whether to include hand. Default True.
+        include_wrist_cameras: Whether to include wrist cameras. Default True.
+        component_versions: Dict specifying version for each robot component. Default all V021.
+
+    Returns:
+        URDFCfg: Assembled URDF configuration.
+    """
+
+    def get_version(t, default=DexforceW1Version.V021):
+        return (component_versions or {}).get(t, default)
+
+    components = []
+    if include_chassis:
+        components.append(
+            {
+                "component_type": "chassis",
+                "urdf_path": chassis_manager.get_urdf(
+                    get_version(DexforceW1Type.CHASSIS)
+                ),
+            }
+        )
+    if include_torso:
+        components.append(
+            {
+                "component_type": "torso",
+                "urdf_path": torso_manager.get_urdf(get_version(DexforceW1Type.TORSO)),
+            }
+        )
+    if include_head:
+        components.append(
+            {
+                "component_type": "head",
+                "urdf_path": head_manager.get_urdf(get_version(DexforceW1Type.HEAD)),
+            }
+        )
+
+    sensors = []
+
+    if include_eyes:
+        # TODO: Support user-defined eye transforms
+        import xml.etree.ElementTree as ET
+
+        attach_xpos = np.array(
+            [
+                [-0.0, 0.25959, -0.96572, 0.091],
+                [0.0, -0.96572, -0.25959, -0.051],
+                [-1.0, -0.0, 0.0, 0.0],
+                [0.0, 0.0, 0.0, 1.0],
+            ]
+        )
+
+        joint_xml = """
+        <joint name="EYES" type="fixed">
+            <origin xyz="0.0 0.0 0.0" rpy="0.0 0.0 0.0"/>
+            <parent link="neck2"/>
+            <child link="eyes"/>
+        </joint>
+        """
+
+        link_xml = """
+        <link name="eyes">
+        <inertial>
+            <origin xyz="0.0 0.0 0.0" rpy="0 0 0"/>
+            <mass value="0.1"/>
+            <inertia ixx="0.0" ixy="0.0" ixz="0.0" iyy="0.0" iyz="0.0" izz="0.0"/>
+        </inertial>
+        </link>
+        """
+
+        joint_elem = ET.fromstring(joint_xml)
+        link_elem = ET.fromstring(link_xml)
+
+        sensors.append(
+            {
+                "sensor_name": "eyes",
+                "sensor_source": ([link_elem], [joint_elem]),  # eyes_manager.get_urdf()
+                "parent_component": "head",
+                "parent_link": "neck2",
+                "transform": attach_xpos,
+                "sensor_type": "camera",
+            }
+        )
+    if include_wrist_cameras:
+        for arm_side in arm_sides:
+            # TODO: Support user-defined eye transforms
+            import xml.etree.ElementTree as ET
+
+            if arm_side == DexforceW1ArmSide.LEFT:
+                rpy = [2.79252648, 0.0, 1.57079633]
+                xyz = [0.08, 0.0, 0.06]
+                tf_xpos = np.eye(4)
+                tf_xpos[:3, :3] = R.from_rotvec([0, 0, -90], degrees=True).as_matrix()
+            else:
+                rpy = [2.79252648, 0.0, 1.57079633]
+                xyz = [0.08, 0.0, 0.06]
+                tf_xpos = np.eye(4)
+                tf_xpos[:3, :3] = R.from_rotvec([0, 0, 90], degrees=True).as_matrix()
+
+            attach_xpos = np.eye(4)
+            attach_xpos[:3, :3] = R.from_euler("xyz", rpy).as_matrix()
+            attach_xpos[:3, 3] = xyz
+            attach_xpos = tf_xpos @ attach_xpos
+
+            joint_xml = f"""
+            <joint name="{arm_side.value.lower()}_wrist_camera" type="fixed">
+                <origin xyz="0.0 0.0 0.0" rpy="0.0 0.0 0.0"/>
+                <parent link="{arm_side.value}_ee"/>
+                <child link="{arm_side.value.lower()}_wrist_camera"/>
+            </joint>
+            """
+
+            link_xml = f"""
+            <link name="{arm_side.value.lower()}_wrist_camera">
+            <inertial>
+                <origin xyz="0.0 0.0 0.0" rpy="0 0 0"/>
+                <mass value="0.1"/>
+                <inertia ixx="0.0" ixy="0.0" ixz="0.0" iyy="0.0" iyz="0.0" izz="0.0"/>
+            </inertial>
+            </link>
+            """
+
+            joint_elem = ET.fromstring(joint_xml)
+            link_elem = ET.fromstring(link_xml)
+            sensors.append(
+                {
+                    "sensor_name": f"{arm_side.value.lower()}_wrist_camera",
+                    "sensor_source": ([link_elem], [joint_elem]),
+                    "parent_component": f"{arm_side.value}_arm",
+                    "parent_link": f"{arm_side.value}_ee",
+                    "transform": attach_xpos,
+                    "sensor_type": "camera",
+                }
+            )
+
+    for arm_side in arm_sides:
+        if arm_kind == DexforceW1ArmKind.ANTHROPOMORPHIC:
+            arm_type = (
+                DexforceW1Type.LEFT_ARM1
+                if arm_side == DexforceW1ArmSide.LEFT
+                else DexforceW1Type.RIGHT_ARM1
+            )
+        else:
+            arm_type = (
+                DexforceW1Type.LEFT_ARM2
+                if arm_side == DexforceW1ArmSide.LEFT
+                else DexforceW1Type.RIGHT_ARM2
+            )
+        arm_version = get_version(arm_type)
+        arm_cfg = arm_manager.get_config(arm_kind, arm_side, arm_version)
+        components.append(
+            {
+                "component_type": f"{arm_side.value}_arm",
+                "urdf_path": arm_cfg["urdf_path"],
+            }
+        )
+
+    if include_hand:
+        for arm_side in arm_sides:
+            # hand_brand: DexforceW1HandBrand
+            hand_brand = (hand_types or {}).get(
+                arm_side, DexforceW1HandBrand.BRAINCO_HAND
+            )
+            hand_version = (hand_versions or {}).get(
+                arm_side,
+                get_version(
+                    DexforceW1Type.LEFT_HAND
+                    if arm_side == DexforceW1ArmSide.LEFT
+                    else DexforceW1Type.RIGHT_HAND
+                ),
+            )
+            urdf_path = hand_manager.get_urdf(hand_brand, arm_side, hand_version)
+
+            attach_xpos = (hand_attach_xposes or {}).get(
+                arm_side,
+                hand_manager.get_attach_xpos(
+                    hand_brand, arm_kind, arm_side == DexforceW1ArmSide.LEFT
+                ),
+            )
+            components.append(
+                {
+                    "component_type": f"{arm_side.value}_hand",
+                    "urdf_path": urdf_path,
+                    "transform": attach_xpos,
+                }
+            )
+    return URDFCfg(components=components, sensors=sensors, fname=fname)
+
+
+def build_dexforce_w1_solver_cfg(
+    arm_kind: DexforceW1ArmKind,
+    arm_sides: List[DexforceW1ArmSide] = [
+        DexforceW1ArmSide.LEFT,
+        DexforceW1ArmSide.RIGHT,
+    ],
+    component_versions: Optional[Dict[DexforceW1Type, DexforceW1Version]] = None,
+    urdf_cfg: Optional[URDFCfg] = None,
+) -> Dict[DexforceW1Type, SolverCfg]:
+    """
+    Build DexforceW1 solver configuration dict.
+
+    Args:
+        arm_kind: Arm type.
+        arm_sides: Included arm sides. Optional, default both sides.
+        component_versions: Component version dict. Optional, default all V021.
+        urdf_cfg: Optional, URDFCfg object from build_dexforce_w1_assembly_urdf_cfg.
+
+    Returns:
+        Dict[DexforceW1Type, SolverCfg]
+    """
+
+    def get_version(t, default=DexforceW1Version.V021):
+        return (component_versions or {}).get(t, default)
+
+    solver_cfg = {}
+
+    for arm_side in arm_sides:
+        if arm_kind == DexforceW1ArmKind.ANTHROPOMORPHIC:
+            arm_type = (
+                DexforceW1Type.LEFT_ARM1
+                if arm_side == DexforceW1ArmSide.LEFT
+                else DexforceW1Type.RIGHT_ARM1
+            )
+        else:
+            arm_type = (
+                DexforceW1Type.LEFT_ARM2
+                if arm_side == DexforceW1ArmSide.LEFT
+                else DexforceW1Type.RIGHT_ARM2
+            )
+        arm_version = get_version(arm_type)
+        arm_cfg = arm_manager.get_config(arm_kind, arm_side, arm_version)
+        solver_cfg[arm_type] = SolverCfg.from_dict(
+            {
+                "class_type": "PytorchSolver",
+                "urdf_path": arm_cfg["urdf_path"],
+                "joint_names": arm_cfg["joint_names"],
+                "end_link_name": arm_cfg["end_link_name"],
+                "root_link_name": arm_cfg["root_link_name"],
+            }
+        )
+
+    # Use urdf_cfg.fname if provided, otherwise fallback to default path
+    full_body_urdf_path = (
+        urdf_cfg.fname
+        if urdf_cfg is not None
+        else get_data_path("DexforceW1FullBodyV021/full_body.urdf")
+    )
+
+    solver_cfg[DexforceW1Type.FULL_BODY] = SolverCfg.from_dict(
+        {
+            "class_type": "PytorchSolver",
+            "urdf_path": full_body_urdf_path,
+            "joint_names": [
+                "ANKLE",
+                "KNEE",
+                "BUTTOCK",
+                "WAIST",
+                "NECK1",
+                "NECK2",
+                "LEFT_J1",
+                "LEFT_J2",
+                "LEFT_J3",
+                "LEFT_J4",
+                "LEFT_J5",
+                "LEFT_J6",
+                "LEFT_J7",
+                "RIGHT_J1",
+                "RIGHT_J2",
+                "RIGHT_J3",
+                "RIGHT_J4",
+                "RIGHT_J5",
+                "RIGHT_J6",
+                "RIGHT_J7",
+            ],
+            "end_link_name": "right_ee",
+            "root_link_name": "base_link",
+        }
+    )
+    return solver_cfg
+
+
+def build_dexforce_w1_cfg(
+    arm_kind: DexforceW1ArmKind,
+    arm_sides: List[DexforceW1ArmSide] = [
+        DexforceW1ArmSide.LEFT,
+        DexforceW1ArmSide.RIGHT,
+    ],
+    hand_types: Optional[Dict[DexforceW1ArmSide, DexforceW1HandBrand]] = None,
+    hand_versions: Optional[Dict[DexforceW1ArmSide, DexforceW1Version]] = None,
+    hand_attach_xposes: Optional[Dict[DexforceW1ArmSide, np.ndarray]] = None,
+    include_chassis: bool = True,
+    include_torso: bool = True,
+    include_head: bool = True,
+    include_hand: bool = True,
+    component_versions: Optional[Dict[DexforceW1Type, DexforceW1Version]] = None,
+    solver_cfg: Optional[Dict[DexforceW1Type, SolverCfg]] = None,
+) -> "DexforceW1Cfg":
+    """
+    Build DexforceW1 robot configuration object.
+
+    Args:
+        arm_kind: Arm type (anthropomorphic or industrial).
+        arm_sides: List of arm sides to include (left/right). Default both sides.
+        hand_types: Dict specifying hand brand (DexforceW1HandBrand) for each arm side. Default None, which uses the default brand.
+        hand_versions: Dict specifying hand version for each arm side. Default None, which uses the default version.
+        hand_attach_xposes: Dict specifying hand attachment pose for each arm side. Default None, which uses the default attachment pose.
+        include_chassis: Whether to include chassis. Optional, default True.
+        include_torso: Whether to include torso. Optional, default True.
+        include_head: Whether to include head. Optional, default True.
+        include_hand: Whether to include hand. Optional, default True.
+        include_wrist_cameras: Whether to include wrist cameras. Optional, default True.
+        component_versions: Dict specifying version for each robot component.
+        solver_cfg: Optional, pre-defined solver configuration dict.
+
+    Returns:
+        DexforceW1Cfg: Robot configuration object.
+    """
+    urdf_cfg = build_dexforce_w1_assembly_urdf_cfg(
+        arm_kind=arm_kind,
+        arm_sides=arm_sides,
+        hand_types=hand_types,
+        hand_versions=hand_versions,
+        hand_attach_xposes=hand_attach_xposes,
+        include_chassis=include_chassis,
+        include_torso=include_torso,
+        include_head=include_head,
+        component_versions=component_versions,
+    )
+
+    left_arm_joints = []
+    right_arm_joints = []
+    for arm_side in arm_sides:
+        if arm_kind == DexforceW1ArmKind.ANTHROPOMORPHIC:
+            arm_type = (
+                DexforceW1Type.LEFT_ARM1
+                if arm_side == DexforceW1ArmSide.LEFT
+                else DexforceW1Type.RIGHT_ARM1
+            )
+        else:
+            arm_type = (
+                DexforceW1Type.LEFT_ARM2
+                if arm_side == DexforceW1ArmSide.LEFT
+                else DexforceW1Type.RIGHT_ARM2
+            )
+        arm_version = (component_versions or {}).get(arm_type, DexforceW1Version.V021)
+        arm_cfg = arm_manager.get_config(arm_kind, arm_side, arm_version)
+        if arm_side == DexforceW1ArmSide.LEFT:
+            left_arm_joints = arm_cfg["joint_names"]
+        elif arm_side == DexforceW1ArmSide.RIGHT:
+            right_arm_joints = arm_cfg["joint_names"]
+
+    torso_joints = []
+    head_joints = []
+    left_hand_joints = []
+    right_hand_joints = []
+
+    if include_torso:
+        torso_joints = torso_manager.get_config()["joint_names"]
+    if include_head:
+        head_joints = head_manager.get_config()["joint_names"]
+    if include_hand:
+        if DexforceW1ArmSide.LEFT in arm_sides:
+            left_hand_brand = (hand_types or {}).get(
+                DexforceW1ArmSide.LEFT, DexforceW1HandBrand.BRAINCO_HAND
+            )
+            left_hand_version = (hand_versions or {}).get(
+                DexforceW1ArmSide.LEFT, DexforceW1Version.V021
+            )
+            left_hand_cfg = hand_manager.get_config(
+                left_hand_brand, DexforceW1ArmSide.LEFT, left_hand_version
+            )
+            left_hand_joints = left_hand_cfg["joint_names"]
+        if DexforceW1ArmSide.RIGHT in arm_sides:
+            right_hand_brand = (hand_types or {}).get(
+                DexforceW1ArmSide.RIGHT, DexforceW1HandBrand.BRAINCO_HAND
+            )
+            right_hand_version = (hand_versions or {}).get(
+                DexforceW1ArmSide.RIGHT, DexforceW1Version.V021
+            )
+            right_hand_cfg = hand_manager.get_config(
+                right_hand_brand, DexforceW1ArmSide.RIGHT, right_hand_version
+            )
+            right_hand_joints = right_hand_cfg["joint_names"]
+
+    control_parts = {}
+
+    if torso_joints:
+        control_parts["torso"] = torso_joints
+    if head_joints:
+        control_parts["head"] = head_joints
+    if left_arm_joints:
+        control_parts["left_arm"] = left_arm_joints
+    if right_arm_joints:
+        control_parts["right_arm"] = right_arm_joints
+    if left_arm_joints and right_arm_joints:
+        control_parts["dual_arm"] = left_arm_joints + right_arm_joints
+    if left_hand_joints:
+        control_parts["left_eef"] = left_hand_joints
+    if right_hand_joints:
+        control_parts["right_eef"] = right_hand_joints
+
+    if torso_joints and head_joints and left_arm_joints and right_arm_joints:
+        control_parts["full_body"] = (
+            torso_joints + head_joints + left_arm_joints + right_arm_joints
+        )
+
+    from embodichain.lab.sim.robots.dexforce_w1.cfg import DexforceW1Cfg
+
+    cfg = DexforceW1Cfg()
+    cfg.arm_kind = arm_kind
+    cfg.urdf_cfg = urdf_cfg
+    cfg.control_parts = control_parts
+
+    if solver_cfg is not None:
+        cfg.solver_cfg = solver_cfg
+    else:
+        cfg.solver_cfg = build_dexforce_w1_solver_cfg(
+            arm_kind=arm_kind,
+            arm_sides=arm_sides,
+            component_versions=component_versions,
+            urdf_cfg=urdf_cfg,
+        )
+
+    return cfg
diff --git a/embodichain/lab/sim/sensors/__init__.py b/embodichain/lab/sim/sensors/__init__.py
new file mode 100644
index 00000000..36c4d0e6
--- /dev/null
+++ b/embodichain/lab/sim/sensors/__init__.py
@@ -0,0 +1,19 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .base_sensor import BaseSensor, SensorCfg
+from .camera import Camera, CameraCfg
+from .stereo import StereoCamera, StereoCameraCfg
diff --git a/embodichain/lab/sim/sensors/base_sensor.py b/embodichain/lab/sim/sensors/base_sensor.py
new file mode 100644
index 00000000..70f78c6e
--- /dev/null
+++ b/embodichain/lab/sim/sensors/base_sensor.py
@@ -0,0 +1,175 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import torch
+
+from abc import abstractmethod
+from typing import Dict, List, Any, Optional, Sequence, Tuple, Union
+from embodichain.lab.sim.cfg import ObjectBaseCfg
+from embodichain.lab.sim.common import BatchEntity
+from embodichain.utils.math import matrix_from_quat
+from embodichain.lab.sim.utility import get_dexsim_arena_num
+from embodichain.utils import configclass, is_configclass, logger
+
+
+@configclass
+class SensorCfg(ObjectBaseCfg):
+    """Configuration class for sensors.
+
+    This class can be extended to include specific sensor configurations.
+    """
+
+    @configclass
+    class OffsetCfg:
+        """Configuration of the sensor offset relative to the parent frame."""
+
+        pos: Tuple[float, float, float] = (0.0, 0.0, 0.0)
+        """Position of the sensor in the parent frame. Defaults to (0.0, 0.0, 0.0)."""
+        quat: Tuple[float, float, float, float] = (1.0, 0.0, 0.0, 0.0)
+        """Orientation of the sensor in the parent frame as a quaternion (w, x, y, z). Defaults to (1.0, 0.0, 0.0, 0.0)."""
+
+        parent: Optional[str] = None
+        """Name of the parent frame. If not specified, the sensor will be placed in the arena frame.
+
+        This is usually the case when the sensor is not attached to any specific object, eg, link of a robot arm.
+        """
+
+        @property
+        def transformation(self) -> torch.Tensor:
+            pos = torch.tensor(self.pos, dtype=torch.float32)
+            quat = torch.tensor(self.quat, dtype=torch.float32)
+            rot = matrix_from_quat(quat.unsqueeze(0)).squeeze(0)
+            T = torch.eye(4, dtype=torch.float32)
+            T[:3, :3] = rot
+            T[:3, 3] = pos
+            return T
+
+        @classmethod
+        def from_dict(cls, init_dict: dict) -> SensorCfg.OffsetCfg:
+            cfg = cls()
+            for key, value in init_dict.items():
+                if hasattr(cfg, key):
+                    setattr(cfg, key, value)
+                else:
+                    logger.log_warning(f"Key '{key}' not found in {cls.__name__}.")
+            return cfg
+
+    @abstractmethod
+    def get_data_types(self) -> List[str]:
+        """Get the data types supported by this sensor configuration.
+
+        Returns:
+            A list of data types that this sensor configuration supports.
+        """
+        return []
+
+    sensor_type: str = "BaseSensor"
+
+    @classmethod
+    def from_dict(cls, init_dict: Dict[str, Any]) -> "SensorCfg":
+        """Initialize the configuration from a dictionary."""
+        from embodichain.utils.utility import get_class_instance
+
+        cfg = get_class_instance(
+            "embodichain.lab.sim.sensors", init_dict["sensor_type"] + "Cfg"
+        )()
+        for key, value in init_dict.items():
+            if hasattr(cfg, key):
+                attr = getattr(cfg, key)
+                if is_configclass(attr):
+                    setattr(
+                        cfg, key, attr.from_dict(value)
+                    )  # Call from_dict on the attribute
+                else:
+                    setattr(cfg, key, value)
+            else:
+                logger.log_warning(
+                    f"Key '{key}' not found in {cfg.__class__.__name__}."
+                )
+        return cfg
+
+
+class BaseSensor(BatchEntity):
+    """Base class for sensor abstraction in the simulation engine.
+
+    Sensors should inherit from this class and implement the `update` and `get_data` methods.
+    """
+
+    SUPPORTED_DATA_TYPES = []
+
+    def __init__(
+        self, config: SensorCfg, device: torch.device = torch.device("cpu")
+    ) -> None:
+
+        self._data_buffer: Dict[str, torch.Tensor] = {}
+
+        self._entities = [None for _ in range(get_dexsim_arena_num())]
+        self._build_sensor_from_config(config, device=device)
+
+        super().__init__(config, self._entities, device)
+
+    @abstractmethod
+    def _build_sensor_from_config(
+        self, config: SensorCfg, device: torch.device
+    ) -> None:
+        """Build the sensor from the provided configuration.
+
+        Args:
+            config: The configuration for the sensor.
+            device: The device of the sensor
+        """
+        pass
+
+    @abstractmethod
+    def update(self, **kwargs) -> None:
+        """Update the sensor state based on the current simulation state.
+
+        This method is called periodically to ensure the sensor data is up-to-date.
+
+        Args:
+            **kwargs: Additional keyword arguments for sensor update.
+        """
+        pass
+
+    @abstractmethod
+    def get_arena_pose(self, to_matrix: bool = False) -> torch.Tensor:
+        """Get the pose of the sensor in the arena frame.
+
+        Args:
+            to_matrix: If True, return the pose as a 4x4 transformation matrix.
+
+        Returns:
+            A tensor representing the pose of the sensor in the arena frame.
+        """
+        logger.log_error("Not implemented yet.")
+
+    def get_data(self, copy: bool = True) -> Dict[str, torch.Tensor]:
+        """Retrieve data from the sensor.
+
+        Args:
+            copy: If True, return a copy of the data buffer. Defaults to True.
+
+        Returns:
+            The data collected by the sensor.
+        """
+        if copy:
+            return {key: value.clone() for key, value in self._data_buffer.items()}
+        return self._data_buffer
+
+    def reset(self, env_ids: Optional[Sequence[int]] = None) -> None:
+        return super().reset(env_ids)
diff --git a/embodichain/lab/sim/sensors/camera.py b/embodichain/lab/sim/sensors/camera.py
new file mode 100644
index 00000000..11f05bbb
--- /dev/null
+++ b/embodichain/lab/sim/sensors/camera.py
@@ -0,0 +1,537 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import dexsim
+import math
+import torch
+import dexsim.render as dr
+import warp as wp
+
+from functools import cached_property
+from typing import Union, Tuple, Optional, Sequence, List
+
+from embodichain.lab.sim.sensors import BaseSensor, SensorCfg
+from embodichain.utils.math import matrix_from_quat, quat_from_matrix, look_at_to_pose
+from embodichain.utils.warp.kernels import reshape_tiled_image
+from embodichain.utils import logger, configclass
+from embodichain.lab.sim.utility.sim_utils import is_rt_enabled
+
+
+@configclass
+class CameraCfg(SensorCfg):
+    """Configuration class for Camera."""
+
+    @configclass
+    class ExtrinsicsCfg(SensorCfg.OffsetCfg):
+        """Configuration class for camera extrinsics.
+
+        The extrinsics define the position and orientation of the camera in the 3D world.
+        If eye, target, and up are provided, they will be used to compute the extrinsics.
+        Otherwise, the position and orientation will be set to the defaults.
+        """
+
+        eye: Union[Tuple[float, float, float], None] = None
+        target: Union[Tuple[float, float, float], None] = None
+        up: Union[Tuple[float, float, float], None] = None
+        """Alternative way to specify the camera extrinsics using eye, target, and up vectors."""
+
+        @property
+        def transformation(self) -> torch.Tensor:
+            if self.eye:
+                self.up = (0.0, 0.0, 1.0) if self.up is None else self.up
+                return look_at_to_pose(self.eye, self.target, self.up).squeeze(0)
+            else:
+                return super().transformation
+
+    sensor_type: str = "Camera"
+
+    # Camera parameters
+    width: int = 640
+    height: int = 480
+    near: float = 0.005
+    far: float = 100.0
+
+    # The camera intrinsics are defined as (fx, fy, cx, cy)
+    intrinsics: Tuple[float, float, float, float] = (600, 600, 320.0, 240.0)
+    extrinsics: ExtrinsicsCfg = ExtrinsicsCfg()
+
+    enable_color: bool = True
+    enable_depth: bool = False
+    enable_mask: bool = False
+    enable_normal: bool = False
+    enable_position: bool = False
+
+    fx: float = intrinsics[0]
+    fy: float = intrinsics[1]
+    cx: float = intrinsics[2]
+    cy: float = intrinsics[3]
+
+    def get_view_attrib(self) -> dr.ViewFlags:
+        """Get the view attributes for the camera.
+
+        The camera view whcich is used to render the scene
+        Default view attributes for the camera are: [COLOR, DEPTH, MASK]
+        The supported view attributes are:
+            - COLOR: RGBA images
+            - DEPTH: Depth images
+            - MASK: Instance segmentation masks
+            - NORMAL: Normal images
+            - POSITION: Position images with 3D coordinates.
+
+        Returns:
+            The view attributes for the camera.
+        """
+        view_attrib: dr.ViewFlags = dr.ViewFlags.COLOR
+        # TODO: change for fast-rt renderer backend.
+        if self.enable_color:
+            view_attrib |= dr.ViewFlags.COLOR
+        if self.enable_depth:
+            if is_rt_enabled() is False:
+                view_attrib |= dr.ViewFlags.NORMAL
+            view_attrib |= dr.ViewFlags.DEPTH
+        if self.enable_mask:
+            view_attrib |= dr.ViewFlags.MASK
+            if is_rt_enabled() is False:
+                view_attrib |= dr.ViewFlags.DEPTH
+        if self.enable_normal:
+            view_attrib |= dr.ViewFlags.NORMAL
+        if self.enable_position:
+            view_attrib |= dr.ViewFlags.POSITION
+        return view_attrib
+
+    def get_data_types(self) -> List[str]:
+        data_types = []
+        if self.enable_color:
+            data_types.append("color")
+        if self.enable_depth:
+            data_types.append("depth")
+        if self.enable_mask:
+            data_types.append("mask")
+        if self.enable_normal:
+            data_types.append("normal")
+        if self.enable_position:
+            data_types.append("position")
+        return data_types
+
+
+class Camera(BaseSensor):
+    """Base class for sensor abstraction in the simulation engine.
+
+    Sensors should inherit from this class and implement the `update` and `get_data` methods.
+    """
+
+    SUPPORTED_DATA_TYPES = ["color", "depth", "mask", "normal", "position"]
+
+    def __init__(
+        self, config: CameraCfg, device: torch.device = torch.device("cpu")
+    ) -> None:
+        super().__init__(config, device)
+
+    def _build_sensor_from_config(
+        self, config: CameraCfg, device: torch.device
+    ) -> None:
+        self._world = dexsim.default_world()
+        env = self._world.get_env()
+        arenas = env.get_all_arenas()
+        if len(arenas) == 0:
+            arenas = [env]
+        num_instances = len(arenas)
+
+        if self.is_rt_enabled:
+            self._frame_buffer = self._world.create_camera_group(
+                [config.width, config.height], num_instances, True
+            )
+
+            view_attrib = config.get_view_attrib()
+            for i, arena in enumerate(arenas):
+                view_name = f"{self.uid}_view{i + 1}"
+                view = arena.create_camera(
+                    view_name,
+                    config.width,
+                    config.height,
+                    True,
+                    view_attrib,
+                    self._frame_buffer,
+                )
+                view.set_intrinsic(config.intrinsics)
+                view.set_near(config.near)
+                view.set_far(config.far)
+                self._entities[i] = view
+
+        else:
+            self._grid_size = math.ceil(math.sqrt(num_instances))
+            frame_width = self._grid_size * config.width
+            frame_height = self._grid_size * config.height
+            view_attrib = config.get_view_attrib()
+            # Create the data frame
+            self._frame_buffer = self._world.create_frame_buffer(
+                [frame_width, frame_height], view_attrib, True
+            )
+            self._frame_buffer.set_read_able(view_attrib)
+
+            # Create camera views
+            for i, arena in enumerate(arenas):
+                col = i // self._grid_size
+                row = i % self._grid_size
+                x = row * config.width
+                y = col * config.height
+                view_name = f"{self.uid}_view{i + 1}"
+
+                view = arena.create_camera_view(
+                    view_name, (x, y), (config.width, config.height), self._frame_buffer
+                )
+                view.set_intrinsic(config.intrinsics)
+                view.set_near(config.near)
+                view.set_far(config.far)
+                view.enable_postprocessing(True)
+
+                self._entities[i] = view
+
+        # Define a mapping of data types to their respective shapes and dtypes
+        buffer_specs = {
+            "color": (
+                (self.num_instances, config.height, config.width, 4),
+                torch.uint8,
+            ),
+            "depth": (
+                (self.num_instances, config.height, config.width),
+                torch.float32,
+            ),
+            "mask": (
+                (self.num_instances, config.height, config.width),
+                torch.int32,
+            ),
+            "normal": (
+                (self.num_instances, config.height, config.width, 3),
+                torch.float32,
+            ),
+            "position": (
+                (self.num_instances, config.height, config.width, 3),
+                torch.float32,
+            ),
+        }
+        data_types = config.get_data_types()
+
+        # Iterate through enabled data types and initialize buffers
+        for data_type in data_types:
+            if getattr(config, f"enable_{data_type}", False):
+                shape, dtype = buffer_specs[data_type]
+                self._data_buffer[data_type] = torch.empty(
+                    shape, dtype=dtype, device=device
+                )
+
+        self.cfg: CameraCfg = config
+        if self.cfg.extrinsics.parent is not None:
+            self._attach_to_entity()
+
+    @cached_property
+    def is_rt_enabled(self) -> bool:
+        """Check if Ray Tracing rendering backend is enabled in the default dexsim world.
+
+        Returns:
+            bool: True if Ray Tracing rendering is enabled, False otherwise.
+        """
+        return is_rt_enabled()
+
+    def update(self, **kwargs) -> None:
+        """Update the sensor data.
+
+        The supported data types are:
+            - color: RGB images with shape (B, H, W, 4) and dtype torch.uint8
+            - depth: Depth images with shape (B, H, W) and dtype torch.float32
+            - mask: Instance segmentation masks with shape (B, H, W) and dtype torch.int32
+            - normal: Normal images with shape (B, H, W, 3) and dtype torch.float32
+            - position: Position images with shape (B, H, W, 3) and dtype torch.float32
+
+        Args:
+            **kwargs: Additional keyword arguments for sensor update.
+                - fetch_only (bool): If True, only fetch the data from dexsim internal frame buffer without performing rendering.
+        """
+        fetch_only = kwargs.get("fetch_only", False)
+        if not fetch_only:
+            if self.is_rt_enabled:
+                self._frame_buffer.apply()
+            else:
+                self._frame_buffer.apply_frame()
+
+        self.cfg: CameraCfg
+        # TODO: support fetch data from gpu buffer directly.
+        if self.cfg.enable_color:
+            if self.is_rt_enabled:
+                self._data_buffer["color"] = self._frame_buffer.get_rgb_gpu_buffer().to(
+                    self.device
+                )
+            else:
+                data = self._frame_buffer.get_color_gpu_buffer().to(self.device)
+                self._update_buffer_impl(data, self._data_buffer["color"])
+
+        if self.cfg.enable_depth:
+            data = self._frame_buffer.get_depth_gpu_buffer().to(self.device)
+            if self.is_rt_enabled:
+                self._data_buffer["depth"] = data
+            else:
+                self._update_buffer_impl(
+                    data, self._data_buffer["depth"].unsqueeze_(-1)
+                )
+                self._data_buffer["depth"].squeeze_(-1)
+
+        if self.cfg.enable_mask:
+            if self.is_rt_enabled:
+                data = self._frame_buffer.get_visible_mask_gpu_buffer().to(
+                    self.device, torch.int32
+                )
+                self._data_buffer["mask"] = data
+            else:
+                data = self._frame_buffer.get_visible_gpu_buffer().to(
+                    self.device, torch.int32
+                )
+                self._update_buffer_impl(data, self._data_buffer["mask"].unsqueeze_(-1))
+                self._data_buffer["mask"].squeeze_(-1)
+
+        if self.cfg.enable_normal:
+            data = self._frame_buffer.get_normal_gpu_buffer().to(self.device)
+            if self.is_rt_enabled:
+                self._data_buffer["normal"] = data
+            else:
+                self._update_buffer_impl(data, self._data_buffer["normal"])
+
+        if self.cfg.enable_position:
+            data = self._frame_buffer.get_position_gpu_buffer().to(self.device)
+            if self.is_rt_enabled:
+                self._data_buffer["position"] = data
+            else:
+                self._update_buffer_impl(data, self._data_buffer["position"])
+
+    def _update_buffer_impl(
+        self, data_buffer: torch.Tensor, data_buffer_out: torch.Tensor
+    ) -> None:
+        device = str(self.device)
+        channel = data_buffer.shape[-1] if data_buffer.dim() >= 3 else 1
+        wp.launch(
+            kernel=reshape_tiled_image,
+            dim=(self.num_instances, self.cfg.height, self.cfg.width),
+            inputs=[
+                wp.from_torch(data_buffer).flatten(),
+                wp.from_torch(data_buffer_out),
+                self.cfg.height,
+                self.cfg.width,
+                channel,
+                self._grid_size,
+            ],
+            device="cuda:0" if device == "cuda" else device,
+        )
+
+    def _attach_to_entity(self) -> None:
+        """Attach the sensor to the parent entity in each environment."""
+        env = self._world.get_env()
+        for i, entity in enumerate(self._entities):
+
+            parent = None
+            if i == 0:
+                parent = env.find_node(f"{self.cfg.extrinsics.parent}")
+            else:
+                parent = env.find_node(f"{self.cfg.extrinsics.parent}.{i-1}")
+            if parent is None:
+                logger.log_error(
+                    f"Failed to find parent entity {self.cfg.extrinsics.parent} for sensor {self.cfg.uid}."
+                )
+
+            entity.attach_node(parent)
+
+    def set_local_pose(
+        self, pose: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+    ) -> None:
+        """Set the local pose of the camera.
+
+        Note: The pose should be in the OpenGL coordinate system, which means the Y is up and Z is forward.
+
+        Args:
+            pose (torch.Tensor): The local pose to set, should be a 4x4 transformation matrix.
+            env_ids (Optional[Sequence[int]]): The environment IDs to set the pose for. If None, set for all environments.
+        """
+        if env_ids is None:
+            local_env_ids = range(len(self._entities))
+        else:
+            local_env_ids = env_ids
+
+        pose = pose.cpu()
+        if pose.dim() == 2 and pose.shape[1] == 7:
+            pose_matrix = torch.eye(4).unsqueeze(0).repeat(pose.shape[0], 1, 1)
+            pose_matrix[:, :3, 3] = pose[:, :3]
+            pose_matrix[:, :3, :3] = matrix_from_quat(pose[:, 3:7])
+            for i, env_idx in enumerate(local_env_ids):
+                self._entities[env_idx].set_local_pose(pose_matrix[i].numpy())
+        elif pose.dim() == 3 and pose.shape[1:] == (4, 4):
+            for i, env_idx in enumerate(local_env_ids):
+                self._entities[env_idx].set_local_pose(pose[i].numpy())
+        else:
+            logger.log_error(
+                f"Invalid pose shape {pose.shape}. Expected (N, 7) or (N, 4, 4)."
+            )
+
+    def get_local_pose(self, to_matrix: bool = False) -> torch.Tensor:
+        """Get the local pose of the camera.
+
+        Args:
+            to_matrix (bool): If True, return the pose as a 4x4 matrix. If False, return as a quaternion.
+
+        Returns:
+            torch.Tensor: The local pose of the camera.
+        """
+        poses = []
+        for entity in self._entities:
+            pose = entity.get_local_pose()
+            poses.append(torch.as_tensor(pose, dtype=torch.float32))
+
+        poses = torch.stack(poses, dim=0).to(self.device)
+        if to_matrix is False:
+            xyz = poses[:, :3, 3]
+            quat = quat_from_matrix(poses[:, :3, :3])
+            return torch.cat((xyz, quat), dim=-1)
+        return poses
+
+    def get_arena_pose(self, to_matrix: bool = False) -> torch.Tensor:
+        """Get the pose of the sensor in the arena frame.
+
+        Args:
+            to_matrix (bool): If True, return the pose as a 4x4 transformation matrix.
+
+        Returns:
+            A tensor representing the pose of the sensor in the arena frame.
+        """
+        from embodichain.lab.sim.utility import get_dexsim_arenas
+
+        arenas = get_dexsim_arenas()
+
+        poses = []
+        for i, entity in enumerate(self._entities):
+            pose = entity.get_world_pose()
+            pose[:2, 3] -= arenas[i].get_root_node().get_local_pose()[:2, 3]
+            poses.append(torch.as_tensor(pose, dtype=torch.float32))
+
+        poses = torch.stack(poses, dim=0).to(self.device)
+        if to_matrix is False:
+            xyz = poses[:, :3, 3]
+            quat = quat_from_matrix(poses[:, :3, :3])
+            return torch.cat((xyz, quat), dim=-1)
+        return poses
+
+    def look_at(
+        self,
+        eye: torch.Tensor,
+        target: torch.Tensor,
+        up: Optional[torch.Tensor] = None,
+        env_ids: Optional[Sequence[int]] = None,
+    ) -> None:
+        """Set the camera to look at a target point.
+
+        Args:
+            eye (torch.Tensor): The position of the camera (eye) with shape (N, 3).
+            target (torch.Tensor): The point the camera should look at (target) with shape (N, 3).
+            up (Optional[torch.Tensor]): The up direction vector. If None, defaults to [0, 0, 1].
+            env_ids (Optional[Sequence[int]]): The environment IDs to set the look at for. If None, set for all environments.
+        """
+        if up is None:
+            up = torch.tensor([[0.0, 0.0, 1.0]]).repeat(eye.shape[0], 1)
+
+        pose = look_at_to_pose(eye, target, up)
+        # To opengl coordinate system.
+        pose[:, :3, 1] = -pose[:, :3, 1]
+        pose[:, :3, 2] = -pose[:, :3, 2]
+        self.set_local_pose(pose, env_ids=env_ids)
+
+    def set_intrinsics(
+        self,
+        intrinsics: torch.Tensor,
+        env_ids: Optional[Sequence[int]] = None,
+    ) -> None:
+        """
+        Set the camera intrinsics for both left and right cameras.
+
+        Args:
+            intrinsics (torch.Tensor): The intrinsics for the left camera with shape (4,) / (3, 3) or (N, 4) / (N, 3, 3).
+            env_ids (Optional[Sequence[int]], optional): The environment ids to set the intrinsics.
+                If None, set for all environments. Defaults to None.
+        """
+        ids = env_ids if env_ids is not None else range(self.num_instances)
+
+        if intrinsics.dim() == 2 and intrinsics.shape[1] == 3:
+            intrinsics = intrinsics.unsqueeze(0).repeat(len(ids), 1, 1)
+
+        if intrinsics.dim() == 1:
+            intrinsics = intrinsics.unsqueeze(0).repeat(len(ids), 1)
+
+        if len(ids) != intrinsics.shape[0]:
+            logger.log_error(
+                f"Invalid intrinsics shape {intrinsics.shape} for {len(ids)} environments."
+            )
+
+        for i, env_id in enumerate(ids):
+            entity = self._entities[env_id]
+            if intrinsics.shape[1] == 3:
+                entity.set_intrinsic(intrinsics[i].cpu().numpy())
+            else:
+                entity.set_intrinsic(intrinsics[i].cpu().tolist())
+
+    def get_intrinsics(self) -> torch.Tensor:
+        """
+        Get the camera intrinsics for both left and right cameras.
+
+        Returns:
+            torch.Tensor: The intrinsics for the left camera with shape (N, 3, 3).
+        """
+        intrinsics = []
+        for entity in self._entities:
+            intrinsics.append(
+                torch.as_tensor(entity.get_intrinsic(), dtype=torch.float32)
+            )
+
+        return torch.stack(intrinsics, dim=0).to(self.device)
+
+    def reset(self, env_ids: Optional[Sequence[int]] = None) -> None:
+        self.cfg: CameraCfg
+
+        if self.cfg.extrinsics.eye is not None:
+            eye = (
+                torch.tensor(self.cfg.extrinsics.eye, dtype=torch.float32)
+                .squeeze_(0)
+                .repeat(self.num_instances, 1)
+            )
+            target = (
+                torch.tensor(self.cfg.extrinsics.target, dtype=torch.float32)
+                .squeeze_(0)
+                .repeat(self.num_instances, 1)
+            )
+            up = (
+                torch.tensor(self.cfg.extrinsics.up, dtype=torch.float32)
+                .squeeze_(0)
+                .repeat(self.num_instances, 1)
+                if self.cfg.extrinsics.up is not None
+                else None
+            )
+            self.look_at(eye, target, up, env_ids=env_ids)
+        else:
+            pose = self.cfg.extrinsics.transformation
+            pose = pose.unsqueeze_(0).repeat(self.num_instances, 1, 1)
+
+            if self.cfg.extrinsics.parent is None:
+                # To opengl coordinate system.
+                pose[:, :3, 1] = -pose[:, :3, 1]
+                pose[:, :3, 2] = -pose[:, :3, 2]
+
+            self.set_local_pose(pose, env_ids=env_ids)
diff --git a/embodichain/lab/sim/sensors/stereo.py b/embodichain/lab/sim/sensors/stereo.py
new file mode 100644
index 00000000..d8b8e51d
--- /dev/null
+++ b/embodichain/lab/sim/sensors/stereo.py
@@ -0,0 +1,538 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import dexsim
+import math
+import torch
+import numpy as np
+import warp as wp
+import dexsim.render as dr
+
+from typing import Dict, Tuple, List, Optional, Sequence
+
+from dexsim.utility import inv_transform
+from embodichain.lab.sim.sensors import Camera, CameraCfg
+from embodichain.utils.warp.kernels import reshape_tiled_image
+from embodichain.utils.math import matrix_from_euler
+from embodichain.utils import logger, configclass
+from embodichain.lab.sim.utility.sim_utils import is_rt_enabled
+
+
+@configclass
+class StereoCameraCfg(CameraCfg):
+    """Configuration class for StereoCamera."""
+
+    sensor_type: str = "StereoCamera"
+
+    # The camera intrinsics of the right camera.
+    # The default camera is the left camera.
+    intrinsics_right: Tuple[float, float, float, float] = (600, 600, 320.0, 240.0)
+
+    left_to_right_pos: Tuple[float, float, float] = (0.05, 0.0, 0.0)
+    # The rotation from left camera to right camera in degrees.
+    left_to_right_rot: Tuple[float, float, float] = (0.0, 0.0, 0.0)
+
+    enable_disparity: bool = False
+
+    fx_r: float = intrinsics_right[0]
+    fy_r: float = intrinsics_right[1]
+    cx_r: float = intrinsics_right[2]
+    cy_r: float = intrinsics_right[3]
+
+    @property
+    def left_to_right(self) -> torch.Tensor:
+        """Get the transformation matrix from left camera to right camera."""
+        left_to_right = torch.eye(4, dtype=torch.float32)
+        left_to_right[:3, 3] = torch.tensor(self.left_to_right_pos, dtype=torch.float32)
+        rot = torch.tensor(self.left_to_right_rot, dtype=torch.float32)
+        left_to_right[:3, :3] = matrix_from_euler(rot.unsqueeze(0)).squeeze(0)
+        return left_to_right
+
+    @property
+    def right_to_left(self) -> torch.Tensor:
+        """Get the transformation matrix from right camera to left camera."""
+        return torch.inverse(self.left_to_right)
+
+    def get_data_types(self) -> List[str]:
+        data_types = []
+        if self.enable_color:
+            data_types.append("color")
+            data_types.append("color_right")
+        if self.enable_depth:
+            data_types.append("depth")
+            data_types.append("depth_right")
+        if self.enable_mask:
+            data_types.append("mask")
+            data_types.append("mask_right")
+        if self.enable_normal:
+            data_types.append("normal")
+            data_types.append("normal_right")
+        if self.enable_position:
+            data_types.append("position")
+            data_types.append("position_right")
+        if self.enable_disparity:
+            data_types.append("disparity")
+        return data_types
+
+
+class PairCameraView:
+    def __init__(
+        self,
+        left_view: dr.CameraView,
+        right_view: dr.CameraView,
+        left_to_right: np.ndarray,
+    ) -> PairCameraView:
+        self._left_view = left_view
+        self._right_view = right_view
+        self._left_to_right = left_to_right
+
+        self._left_to_center = np.eye(4, dtype=np.float32)
+        self._left_to_center[:3, 3] = left_to_right[:3, 3] * -0.5
+
+        self._right_to_center = np.eye(4, dtype=np.float32)
+        self._right_to_center[:3, 3] = left_to_right[:3, 3] * 0.5
+
+    def set_local_pose(self, pose: np.ndarray) -> None:
+        left_pose = pose @ self._left_to_center
+        right_pose = pose @ self._right_to_center
+        self._left_view.set_local_pose(left_pose)
+        self._right_view.set_local_pose(right_pose)
+
+    def get_local_pose(self) -> np.ndarray:
+        left_pose = self._left_view.get_local_pose()
+        return left_pose @ inv_transform(self._left_to_center)
+
+    def get_node(self) -> dexsim.engine.Node:
+        return self._left_view.get_node()
+
+    def attach_node(self, parent: dexsim.engine.Node) -> None:
+        self._left_view.attach_node(parent)
+        self._right_view.attach_node(parent)
+
+
+class StereoCamera(Camera):
+    """Base class for sensor abstraction in the simulation engine.
+
+    Sensors should inherit from this class and implement the `update` and `get_data` methods.
+    """
+
+    SUPPORTED_DATA_TYPES = [
+        "color",
+        "depth",
+        "mask",
+        "normal",
+        "position",
+        "color_right",
+        "depth_right",
+        "mask_right",
+        "normal_right",
+        "position_right",
+        "disparity",
+    ]
+
+    def __init__(
+        self,
+        config: StereoCameraCfg,
+        device: torch.device = torch.device("cpu"),
+    ) -> None:
+        super().__init__(config, device)
+
+        # check valid config
+        if self.cfg.enable_disparity and not self.cfg.enable_depth:
+            logger.log_error("Disparity can only be enabled when depth is enabled.")
+
+    def _build_sensor_from_config(
+        self, config: StereoCameraCfg, device: torch.device
+    ) -> None:
+        self._world = dexsim.default_world()
+        env = self._world.get_env()
+        arenas = env.get_all_arenas()
+        if len(arenas) == 0:
+            arenas = [env]
+        num_instances = len(arenas)
+
+        if self.is_rt_enabled:
+            self._frame_buffer = self._world.create_camera_group(
+                [config.width, config.height], num_instances * 2, True
+            )
+            view_attrib = config.get_view_attrib()
+            left_list = []
+            right_list = []
+            for i, arena in enumerate(arenas):
+                left_view_name = f"{self.uid}_left_view{i + 1}"
+                left_view = arena.create_camera(
+                    left_view_name,
+                    config.width,
+                    config.height,
+                    True,
+                    view_attrib,
+                    self._frame_buffer,
+                )
+                left_view.set_intrinsic(config.intrinsics)
+                left_view.set_near(config.near)
+                left_view.set_far(config.far)
+                left_list.append(left_view)
+
+            for i, arena in enumerate(arenas):
+                right_view_name = f"{self.uid}_right_view{i + 1}"
+                right_view = arena.create_camera(
+                    right_view_name,
+                    config.width,
+                    config.height,
+                    True,
+                    view_attrib,
+                    self._frame_buffer,
+                )
+                right_view.set_intrinsic(config.intrinsics_right)
+                right_view.set_near(config.near)
+                right_view.set_far(config.far)
+                right_list.append(right_view)
+
+            for i in range(num_instances):
+                self._entities[i] = PairCameraView(
+                    left_list[i], right_list[i], config.left_to_right.cpu().numpy()
+                )
+
+        else:
+            self._grid_size = math.ceil(math.sqrt(num_instances))
+
+            # stereo camera has two views, we append the right camera to the left camera's view list
+            frame_width = self._grid_size * config.width * 2
+            frame_height = self._grid_size * config.height
+            view_attrib = config.get_view_attrib()
+
+            # Create the data frame
+            self._frame_buffer = self._world.create_frame_buffer(
+                [frame_width, frame_height], view_attrib, True
+            )
+            self._frame_buffer.set_read_able(view_attrib)
+
+            # Create camera views
+            for i, arena in enumerate(arenas):
+                col = i // self._grid_size
+                row = i % self._grid_size
+                x = row * config.width * 2
+                y = col * config.height
+                left_view_name = f"{self.uid}_left_view{i + 1}"
+
+                left_view = arena.create_camera_view(
+                    left_view_name,
+                    (x, y),
+                    (config.width, config.height),
+                    self._frame_buffer,
+                )
+
+                left_view.set_intrinsic(config.intrinsics)
+                left_view.set_near(config.near)
+                left_view.set_far(config.far)
+                left_view.enable_postprocessing(True)
+
+                right_view_name = f"{self.uid}_right_view{i + 1}"
+                right_view = arena.create_camera_view(
+                    right_view_name,
+                    (x + config.width, y),
+                    (config.width, config.height),
+                    self._frame_buffer,
+                )
+                right_view.set_intrinsic(config.intrinsics_right)
+                right_view.set_near(config.near)
+                right_view.set_far(config.far)
+                right_view.enable_postprocessing(True)
+
+                self._entities[i] = PairCameraView(
+                    left_view, right_view, config.left_to_right.cpu().numpy()
+                )
+
+        # Define a mapping of data types to their respective shapes and dtypes
+        buffer_specs = {
+            "color": (
+                (self.num_instances, config.height, config.width, 4),
+                torch.uint8,
+            ),
+            "depth": (
+                (self.num_instances, config.height, config.width, 1),
+                torch.float32,
+            ),
+            "mask": (
+                (self.num_instances, config.height, config.width, 1),
+                torch.int32,
+            ),
+            "normal": (
+                (self.num_instances, config.height, config.width, 3),
+                torch.float32,
+            ),
+            "position": (
+                (self.num_instances, config.height, config.width, 3),
+                torch.float32,
+            ),
+            "disparity": (
+                (self.num_instances, config.height, config.width, 1),
+                torch.float32,
+            ),
+        }
+        buffer_specs.update(
+            {
+                f"{data_type}_right": buffer_specs[data_type]
+                for data_type in ["color", "depth", "mask", "normal", "position"]
+            }
+        )
+        data_types = config.get_data_types()
+
+        # stereo buffer to store data for left and right cameras
+        # the data in `_data_buffer` is shared with the data in `_data_buffer_stereo`.
+        self._data_buffer_stereo: Dict[str, torch.Tensor] = {}
+
+        # Iterate through enabled data types and initialize buffers
+        for data_type in data_types:
+            if "right" in data_type:
+                continue
+            if getattr(config, f"enable_{data_type}", False):
+                shape, dtype = buffer_specs[data_type]
+                if data_type == "disparity":
+                    self._data_buffer[data_type] = torch.empty(
+                        shape, dtype=dtype, device=device
+                    )
+
+                # create new shape with width * 2 for stereo camera
+                shape_ = (shape[0], shape[1], shape[2] * 2, shape[3])
+
+                self._data_buffer_stereo[data_type] = torch.empty(
+                    shape_, dtype=dtype, device=device
+                )
+                self._data_buffer[data_type] = self._data_buffer_stereo[data_type][
+                    :, :, : config.width, :
+                ]
+                self._data_buffer[f"{data_type}_right"] = self._data_buffer_stereo[
+                    data_type
+                ][:, :, config.width :, :]
+
+        self.cfg: CameraCfg = config
+        if self.cfg.extrinsics.parent is not None:
+            self._attach_to_entity()
+
+    def update(self, **kwargs) -> None:
+        """Update the sensor data.
+
+        The supported data types are:
+            - color: RGB images with shape (B, H, W, 4) and dtype torch.uint8
+            - depth: Depth images with shape (B, H, W, 1) and dtype torch.float32
+            - mask: Instance segmentation masks with shape (B, H, W, 1) and dtype torch.int32
+            - normal: Normal images with shape (B, H, W, 3) and dtype torch.float32
+            - position: Position images with shape (B, H, W, 3) and dtype torch.float32
+            - disparity: Disparity images with shape (B, H, W, 1) and dtype torch.float32
+        Args:
+            **kwargs: Additional keyword arguments for sensor update.
+                - fetch_only (bool): If True, only fetch the data from dexsim internal frame buffer without performing rendering.
+        """
+
+        fetch_only = kwargs.get("fetch_only", False)
+        if not fetch_only:
+            if self.is_rt_enabled:
+                self._frame_buffer.apply()
+            else:
+                self._frame_buffer.apply_frame()
+
+        self.cfg: StereoCameraCfg
+        if self.cfg.enable_color:
+            if self.is_rt_enabled:
+                data = self._frame_buffer.get_rgb_gpu_buffer().to(self.device)
+                self._data_buffer["color"] = data[: self.num_instances, ...]
+                self._data_buffer[f"color_right"] = data[self.num_instances :, ...]
+            else:
+                data = self._frame_buffer.get_color_gpu_buffer().to(self.device)
+                self._update_buffer_impl(data, self._data_buffer_stereo["color"])
+        if self.cfg.enable_depth:
+            data = self._frame_buffer.get_depth_gpu_buffer().to(self.device)
+            if self.is_rt_enabled:
+                self._data_buffer["depth"] = data[: self.num_instances, ...].unsqueeze_(
+                    -1
+                )
+                self._data_buffer[f"depth_right"] = data[
+                    self.num_instances :, ...
+                ].unsqueeze_(-1)
+            else:
+                self._update_buffer_impl(data, self._data_buffer_stereo["depth"])
+        if self.cfg.enable_mask:
+            if self.is_rt_enabled:
+                data = self._frame_buffer.get_visible_mask_gpu_buffer().to(
+                    self.device, torch.int32
+                )
+                self._data_buffer["mask"] = data[: self.num_instances, ...].unsqueeze_(
+                    -1
+                )
+                self._data_buffer[f"mask_right"] = data[
+                    self.num_instances :, ...
+                ].unsqueeze_(-1)
+            else:
+                data = self._frame_buffer.get_visible_gpu_buffer().to(
+                    self.device, torch.int32
+                )
+                self._update_buffer_impl(data, self._data_buffer_stereo["mask"])
+        if self.cfg.enable_normal:
+            data = self._frame_buffer.get_normal_gpu_buffer().to(self.device)
+            if self.is_rt_enabled:
+                self._data_buffer["normal"] = data[: self.num_instances, ...]
+                self._data_buffer[f"normal_right"] = data[self.num_instances :, ...]
+            else:
+                self._update_buffer_impl(data, self._data_buffer_stereo["normal"])
+        if self.cfg.enable_position:
+            data = self._frame_buffer.get_position_gpu_buffer().to(self.device)
+            if self.is_rt_enabled:
+                self._data_buffer["position"] = data[: self.num_instances, ...]
+                self._data_buffer[f"position_right"] = data[self.num_instances :, ...]
+            else:
+                self._update_buffer_impl(data, self._data_buffer_stereo["position"])
+        if self.cfg.enable_disparity:
+            disparity = self._data_buffer["disparity"]
+            disparity.fill_(0.0)
+            distance = torch.sqrt(
+                torch.sum(torch.square(self.cfg.left_to_right[:3, 3]))
+            )
+            # Compute disparity only for non-zero depth values
+            depth = self._data_buffer["depth"]
+            valid_depth_mask = depth > 0
+            disparity[valid_depth_mask] = (
+                self.cfg.fx * distance / depth[valid_depth_mask]
+            )
+
+    def _update_buffer_impl(
+        self, data_buffer: torch.Tensor, data_buffer_out: torch.Tensor
+    ) -> None:
+        device = str(self.device)
+        channel = data_buffer.shape[-1] if data_buffer.dim() >= 3 else 1
+        wp.launch(
+            kernel=reshape_tiled_image,
+            dim=(self.num_instances, self.cfg.height, self.cfg.width * 2),
+            inputs=[
+                wp.from_torch(data_buffer).flatten(),
+                wp.from_torch(data_buffer_out),
+                self.cfg.height,
+                self.cfg.width * 2,
+                channel,
+                self._grid_size,
+            ],
+            device="cuda:0" if device == "cuda" else device,
+        )
+
+    def get_left_right_arena_pose(self) -> torch.Tensor:
+        """Get the local pose of the left and right cameras.
+
+        Returns:
+            torch.Tensor: The local pose of the left camera with shape (num_envs, 4, 4).
+        """
+        from embodichain.lab.sim.utility import get_dexsim_arenas
+
+        arenas = get_dexsim_arenas()
+
+        left_poses = []
+        right_poses = []
+        for i, entity in enumerate(self._entities):
+            arena_pose = arenas[i].get_root_node().get_local_pose()
+            left_pose = entity._left_view.get_world_pose()
+            left_pose[:2, 3] -= arena_pose[:2, 3]
+            left_poses.append(
+                torch.as_tensor(
+                    left_pose,
+                    dtype=torch.float32,
+                )
+            )
+            right_pose = entity._right_view.get_world_pose()
+            right_pose[:2, 3] -= arena_pose[:2, 3]
+            right_poses.append(
+                torch.as_tensor(
+                    right_pose,
+                    dtype=torch.float32,
+                )
+            )
+        return torch.stack(left_poses, dim=0).to(self.device), torch.stack(
+            right_poses, dim=0
+        ).to(self.device)
+
+    def set_intrinsics(
+        self,
+        intrinsics: torch.Tensor,
+        right_intrinsics: Optional[torch.Tensor] = None,
+        env_ids: Optional[Sequence[int]] = None,
+    ) -> None:
+        """
+        Set the camera intrinsics for both left and right cameras.
+
+        Args:
+            intrinsics (torch.Tensor): The intrinsics for the left camera with shape (4,) / (3, 3) or (B, 4) / (B, 3, 3).
+            right_intrinsics (Optional[torch.Tensor], optional): The intrinsics for the right camera with shape 4,) / (3, 3) or (B, 4) / (B, 3, 3).
+                If None, use the same intrinsics as the left camera. Defaults to None.
+            env_ids (Optional[Sequence[int]], optional): The environment ids to set the intrinsics. If None, set for all environments.
+                Defaults to None.
+        """
+        ids = env_ids if env_ids is not None else range(self.num_instances)
+
+        if intrinsics.dim() == 2 and intrinsics.shape[1] == 3:
+            intrinsics = intrinsics.unsqueeze(0).repeat(len(ids), 1, 1)
+
+        if intrinsics.dim() == 1:
+            intrinsics = intrinsics.unsqueeze(0).repeat(len(ids), 1)
+
+        if len(ids) != intrinsics.shape[0]:
+            logger.log_error(
+                f"Intrinsics shape {intrinsics.shape} does not match env_ids length {len(ids)}"
+            )
+
+        if right_intrinsics is None:
+            right_intrinsics = intrinsics
+        else:
+            if right_intrinsics.dim() == 2 and right_intrinsics.shape[1] == 3:
+                right_intrinsics = right_intrinsics.unsqueeze(0).repeat(len(ids), 1, 1)
+
+            if right_intrinsics.dim() == 1:
+                right_intrinsics = right_intrinsics.unsqueeze(0).repeat(len(ids), 1)
+
+            if len(ids) != right_intrinsics.shape[0]:
+                logger.log_error(
+                    f"Right intrinsics shape {right_intrinsics.shape} does not match env_ids length {len(ids)}"
+                )
+
+        for i, env_id in enumerate(ids):
+            entity = self._entities[env_id]
+            if intrinsics.shape[1] == 3:
+                entity._left_view.set_intrinsic(intrinsics[i].cpu().numpy())
+                entity._right_view.set_intrinsic(right_intrinsics[i].cpu().numpy())
+            else:
+                entity._left_view.set_intrinsic(intrinsics[i].cpu().tolist())
+                entity._right_view.set_intrinsic(right_intrinsics[i].cpu().tolist())
+
+    def get_intrinsics(self) -> Tuple[torch.Tensor, torch.Tensor]:
+        """
+        Get the camera intrinsics for both left and right cameras.
+
+        Returns:
+            Tuple[torch.Tensor, torch.Tensor]: The intrinsics for the left and right cameras with shape (B, 3, 3).
+        """
+        intrinsics_left = []
+        intrinsics_right = []
+        for entity in self._entities:
+            intrinsics_left.append(
+                torch.as_tensor(entity._left_view.get_intrinsic(), dtype=torch.float32)
+            )
+            intrinsics_right.append(
+                torch.as_tensor(entity._right_view.get_intrinsic(), dtype=torch.float32)
+            )
+
+        return (
+            torch.stack(intrinsics_left, dim=0).to(self.device),
+            torch.stack(intrinsics_right, dim=0).to(self.device),
+        )
diff --git a/embodichain/lab/sim/shapes.py b/embodichain/lab/sim/shapes.py
new file mode 100644
index 00000000..8135943b
--- /dev/null
+++ b/embodichain/lab/sim/shapes.py
@@ -0,0 +1,144 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+from typing import Optional, List, Dict, Union, TYPE_CHECKING, Any
+from dataclasses import MISSING
+from embodichain.utils import configclass, is_configclass, logger
+
+if TYPE_CHECKING:
+    from embodichain.lab.sim.material import VisualMaterialCfg
+
+
+@configclass
+class LoadOption:
+
+    rebuild_normals: bool = False
+    """Whether to rebuild normals for the shape. Defaults to False."""
+
+    rebuild_tangent: bool = False
+    """Whether to rebuild tangents for the shape. Defaults to False."""
+
+    rebuild_3rdnormal: bool = False
+    """Whether to rebuild the normal for the shape using 3rd party library. Defaults to False."""
+
+    rebuild_3rdtangent: bool = False
+    """Whether to rebuild the tangent for the shape using 3rd party library. Defaults to False."""
+
+    smooth: float = -1.0
+    """Angle threshold (in degrees) for smoothing normals. Defaults to -1.0 (no smoothing)."""
+
+    @classmethod
+    def from_dict(cls, init_dict: Dict[str, Any]) -> LoadOption:
+        """Initialize the configuration from a dictionary."""
+        cfg = cls()
+        for key, value in init_dict.items():
+            if hasattr(cfg, key):
+                setattr(cfg, key, value)
+            else:
+                logger.log_warning(
+                    f"Key '{key}' not found in {cfg.__class__.__name__}."
+                )
+        return cfg
+
+
+@configclass
+class ShapeCfg:
+
+    shape_type: str = MISSING
+    """Type of the shape. Must be specified in subclasses."""
+
+    visual_material: Optional[VisualMaterialCfg] = None
+    """Configuration parameters for the visual material of the shape. Defaults to None."""
+
+    @classmethod
+    def from_dict(cls, init_dict: Dict[str, Any]) -> ShapeCfg:
+        """Initialize the configuration from a dictionary."""
+        from embodichain.utils.utility import get_class_instance
+
+        if "shape_type" not in init_dict:
+            logger.log_error("shape type must be specified in the configuration.")
+
+        cfg = get_class_instance(
+            "embodichain.lab.sim.shapes", init_dict["shape_type"] + "Cfg"
+        )()
+        for key, value in init_dict.items():
+            if hasattr(cfg, key):
+                attr = getattr(cfg, key)
+                if key == "visual_material" and isinstance(value, dict):
+                    setattr(
+                        cfg,
+                        key,
+                        VisualMaterialCfg.from_dict(value),
+                    )
+                elif is_configclass(attr):
+                    setattr(cfg, key, attr.from_dict(value))
+                else:
+                    setattr(cfg, key, value)
+            else:
+                logger.log_warning(
+                    f"Key '{key}' not found in {cfg.__class__.__name__}."
+                )
+        return cfg
+
+
+@configclass
+class MeshCfg(ShapeCfg):
+    """Configuration parameters for a triangle mesh shape."""
+
+    shape_type: str = "Mesh"
+
+    fpath: str = MISSING
+    """File path to the shape mesh file."""
+
+    load_option: LoadOption = LoadOption()
+    """Options for loading and processing the shape.
+    
+    Please refer to dexsim.types.LoadOption for more details: http://192.168.3.120/MixedAI/docs_dev/dexsim/tutorial/basics/physics/actor.html
+    """
+
+    compute_uv: bool = False
+    """Whether to compute UV coordinates for the shape. Defaults to False.
+    
+    If the shape already has UV coordinates, setting this to True will recompute and overwrite them.
+    """
+
+    project_direction: List[float] = [1.0, 1.0, 1.0]
+    """Direction to project the UV coordinates. Defaults to [1.0, 1.0, 1.0]."""
+
+
+@configclass
+class CubeCfg(ShapeCfg):
+    """Configuration parameters for a cube shape."""
+
+    shape_type: str = "Cube"
+
+    size: List[float] = [1.0, 1.0, 1.0]
+    """Size of the cube (in m) as [length, width, height]."""
+
+
+@configclass
+class SphereCfg(ShapeCfg):
+    """Configuration parameters for a sphere shape."""
+
+    shape_type: str = "Sphere"
+
+    radius: float = 1.0
+    """Radius of the sphere (in m)."""
+
+    resolution: int = 20
+    """Resolution of the sphere mesh. Defaults to 20."""
diff --git a/embodichain/lab/sim/sim_manager.py b/embodichain/lab/sim/sim_manager.py
new file mode 100644
index 00000000..7d2e216e
--- /dev/null
+++ b/embodichain/lab/sim/sim_manager.py
@@ -0,0 +1,1486 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import sys
+import dexsim
+import torch
+import numpy as np
+import warp as wp
+
+from tqdm import tqdm
+from pathlib import Path
+from copy import deepcopy
+from functools import cached_property
+from typing import List, Union, Optional, Dict, Tuple, Union, Sequence
+from dataclasses import dataclass, asdict, field, MISSING
+
+# Global cache directories
+SIM_CACHE_DIR = Path.home() / ".cache" / "embodichain_cache"
+MATERIAL_CACHE_DIR = SIM_CACHE_DIR / "mat_cache"
+CONVEX_DECOMP_DIR = SIM_CACHE_DIR / "convex_decomposition"
+REACHABLE_XPOS_DIR = SIM_CACHE_DIR / "robot_reachable_xpos"
+
+from dexsim.types import (
+    Backend,
+    ThreadMode,
+    PhysicalAttr,
+    ActorType,
+    RigidBodyShape,
+    RigidBodyGPUAPIReadType,
+    ArticulationGPUAPIReadType,
+)
+from dexsim.engine import CudaArray, Material
+from dexsim.models import MeshObject
+from dexsim.render import Light as _Light, LightType
+from dexsim.render import GizmoController
+
+from embodichain.lab.sim.objects import (
+    RigidObject,
+    RigidObjectGroup,
+    SoftObject,
+    Articulation,
+    Robot,
+    Light,
+)
+from embodichain.lab.sim.objects.gizmo import Gizmo
+from embodichain.lab.sim.sensors import (
+    SensorCfg,
+    BaseSensor,
+    Camera,
+    StereoCamera,
+)
+from embodichain.lab.sim.cfg import (
+    PhysicsCfg,
+    MarkerCfg,
+    GPUMemoryCfg,
+    LightCfg,
+    RigidObjectCfg,
+    SoftObjectCfg,
+    RigidObjectGroupCfg,
+    ArticulationCfg,
+    RobotCfg,
+)
+from embodichain.lab.sim import VisualMaterial, VisualMaterialCfg
+from embodichain.data.assets import SimResources
+from embodichain.utils import configclass, logger
+
+__all__ = [
+    "SimulationManager",
+    "SimulationManagerCfg",
+    "SIM_CACHE_DIR",
+    "MATERIAL_CACHE_DIR",
+    "CONVEX_DECOMP_DIR",
+    "REACHABLE_XPOS_DIR",
+]
+
+
+@configclass
+class SimulationManagerCfg:
+    """Global robot simulation configuration."""
+
+    width: int = 1920
+    """The width of the simulation window."""
+
+    height: int = 1080
+    """The height of the simulation window."""
+
+    headless: bool = False
+    """Whether to run the simulation in headless mode (no Window)."""
+
+    enable_rt: bool = False
+    """Whether to enable ray tracing rendering."""
+
+    enable_denoiser: bool = True
+    """Whether to enable denoising for ray tracing rendering."""
+
+    spp: int = 64
+    """Samples per pixel for ray tracing rendering. This parameter is only valid when ray tracing is enabled and enable_denoiser is False."""
+
+    gpu_id: int = 0
+    """The gpu index that the simulation engine will be used. 
+    
+    Note: it will affect the gpu physics device if using gpu physics.
+    """
+
+    thread_mode: ThreadMode = ThreadMode.RENDER_SHARE_ENGINE
+    """The threading mode for the simulation engine.
+    
+    - RENDER_SHARE_ENGINE: The rendering thread shares the same thread with the simulation engine.
+    - RENDER_SCENE_SHARE_ENGINE: The rendering thread and scene update thread share the same thread with the simulation engine.
+    """
+
+    arena_space: float = 5.0
+    """The distance between each arena when building multiple arenas."""
+
+    physics_dt: float = 1.0 / 100.0
+    """The time step for the physics simulation."""
+
+    sim_device: Union[str, torch.device] = "cpu"
+    """The device for the simulation engine. Can be 'cpu', 'cuda', or a torch.device object."""
+
+    physics_config: PhysicsCfg = field(default_factory=PhysicsCfg)
+    """The physics configuration parameters."""
+    gpu_memory_config: GPUMemoryCfg = field(default_factory=GPUMemoryCfg)
+    """The GPU memory configuration parameters."""
+
+
+class SimulationManager:
+    r"""Global Embodied AI simulation manager.
+
+    This class is used to manage the global simulation environment and simulated assets.
+        - assets loading, creation, modification and deletion.
+            - assets include robots, fixed actors, dynamic actors and background.
+        - manager the scenes and the simulation environment.
+            - parallel scenes simulation on both CPU and GPU.
+            - sensors arrangement
+            - lighting and indirect lighting
+            - physics simulation parameters control
+        - ...
+
+    Note:
+        1. The arena is used as a standalone space for robots to simulate in. When :meth:`build_multiple_arenas` is called,
+             it will create multiple arenas in a grid pattern. Meanwhile, each simulation assets adding interface will
+             take an additional parameter `arena_index` to specify which arena to place the asset. The name of the asset to
+             be added will be appended with the arena index to avoid name conflict.
+        2. In GUI mode, the physics will be set to a fps (or a wait time for manual mode) for better visualization.
+
+
+    Args:
+        sim_config (SimulationManagerCfg, optional): simulation configuration. Defaults to SimulationManagerCfg().
+    """
+
+    SUPPORTED_SENSOR_TYPES = {"Camera": Camera, "StereoCamera": StereoCamera}
+
+    def __init__(
+        self, sim_config: SimulationManagerCfg = SimulationManagerCfg()
+    ) -> None:
+        # Cache paths
+        self._sim_cache_dir = SIM_CACHE_DIR
+        self._material_cache_dir = MATERIAL_CACHE_DIR
+        self._convex_decomp_dir = CONVEX_DECOMP_DIR
+        self._reachable_xpos_dir = REACHABLE_XPOS_DIR
+
+        # Setup cache file path.
+        for path in [
+            self._sim_cache_dir,
+            self._material_cache_dir,
+            self._convex_decomp_dir,
+            self._reachable_xpos_dir,
+        ]:
+            os.makedirs(path, exist_ok=True)
+
+        self.sim_config = sim_config
+        self.device = torch.device("cpu")
+
+        world_config = self._convert_sim_config(sim_config)
+
+        # Initialize warp runtime context before creating the world.
+        wp.init()
+        self._world = dexsim.World(world_config)
+
+        fps = int(1.0 / sim_config.physics_dt)
+        self._world.set_physics_fps(fps)
+
+        self._world.set_time_scale(1.0)
+        self._world.set_delta_time(sim_config.physics_dt)
+        self._world.show_coordinate_axis(False)
+
+        if sys.platform == "linux":
+            dexsim.set_physics_config(**sim_config.physics_config.to_dexsim_args())
+            dexsim.set_physics_gpu_memory_config(
+                **sim_config.gpu_memory_config.to_dict()
+            )
+
+        self._is_initialized_gpu_physics = False
+        self._ps = self._world.get_physics_scene()
+
+        # activate physics
+        self.enable_physics(True)
+
+        self._env = self._world.get_env()
+
+        self._default_resources = SimResources()
+
+        # set unique material path to accelerate material creation.
+        if self.sim_config.enable_rt is False:
+            self._env.set_unique_mat_path(
+                os.path.join(self._material_cache_dir, "dexsim_mat")
+            )
+
+        # arena is used as a standalone space for robots to simulate in.
+        self._arenas: List[dexsim.environment.Arena] = []
+
+        # gizmo management
+        self._gizmos: Dict[str, object] = dict()  # Store active gizmos
+
+        # marker management
+        self._markers: Dict[str, MeshObject] = dict()
+
+        self._rigid_objects: Dict[str, RigidObject] = dict()
+        self._rigid_object_groups: Dict[str, RigidObjectGroup] = dict()
+        self._soft_objects: Dict[str, SoftObject] = dict()
+        self._articulations: Dict[str, Articulation] = dict()
+        self._robots: Dict[str, Robot] = dict()
+
+        self._sensors: Dict[str, BaseSensor] = dict()
+        self._lights: Dict[str, _Light] = dict()
+
+        # material placeholder.
+        self._visual_materials: Dict[str, VisualMaterial] = dict()
+
+        # Global texture cache for material creation or randomization.
+        # The structure is keys to the loaded texture data. The keys represent the texture group.
+        self._texture_cache: Dict[str, Union[torch.Tensor, List[torch.Tensor]]] = dict()
+
+        # TODO: maybe need to add some interface to interact with background and layouts.
+        # background and layouts are 3d assets that can has only render body for visualization.
+
+        self._create_default_plane()
+        self.set_default_background()
+
+    def _convert_sim_config(
+        self, sim_config: SimulationManagerCfg
+    ) -> dexsim.WorldConfig:
+        world_config = dexsim.WorldConfig()
+        win_config = dexsim.WindowsConfig()
+        win_config.width = sim_config.width
+        win_config.height = sim_config.height
+        world_config.win_config = win_config
+        world_config.open_windows = not sim_config.headless
+        self.is_window_opened = not sim_config.headless
+        world_config.backend = Backend.VULKAN
+        world_config.thread_mode = sim_config.thread_mode
+        world_config.cache_path = str(self._material_cache_dir)
+        world_config.length_tolerance = sim_config.physics_config.length_tolerance
+        world_config.speed_tolerance = sim_config.physics_config.speed_tolerance
+
+        if sim_config.enable_rt:
+            world_config.renderer = dexsim.types.Renderer.FASTRT
+            if sim_config.enable_denoiser is False:
+                world_config.raytrace_config.spp = sim_config.spp
+                world_config.raytrace_config.open_denoise = False
+
+        if type(sim_config.sim_device) is str:
+            self.device = torch.device(sim_config.sim_device)
+        else:
+            self.device = sim_config.sim_device
+
+        if self.device.type == "cuda":
+            world_config.enable_gpu_sim = True
+            world_config.direct_gpu_api = True
+
+            if self.device.index is not None and sim_config.gpu_id != self.device.index:
+                logger.log_warning(
+                    f"Conflict gpu_id {sim_config.gpu_id} and device index {self.device.index}. Using device index."
+                )
+                sim_config.gpu_id = self.device.index
+
+                self.device = torch.device(f"cuda:{sim_config.gpu_id}")
+
+        world_config.gpu_id = sim_config.gpu_id
+
+        return world_config
+
+    def get_default_resources(self) -> SimResources:
+        """Get the default resources instance.
+
+        Returns:
+            SimResources: The default resources path.
+        """
+        return self._default_resources
+
+    @property
+    def num_envs(self) -> int:
+        """Get the number of arenas in the simulation.
+
+        Returns:
+            int: number of arenas.
+        """
+        return len(self._arenas) if len(self._arenas) > 0 else 1
+
+    @cached_property
+    def is_use_gpu_physics(self) -> bool:
+        """Check if the physics simulation is using GPU."""
+        world_config = dexsim.get_world_config()
+        return self.device.type == "cuda" and world_config.enable_gpu_sim
+
+    @property
+    def is_rt_enabled(self) -> bool:
+        """Check if Ray Tracing rendering backend is enabled."""
+        return self.sim_config.enable_rt
+
+    @property
+    def is_physics_manually_update(self) -> bool:
+        return self._world.is_physics_manually_update()
+
+    @property
+    def asset_uids(self) -> List[str]:
+        """Get all assets uid in the simulation.
+
+        The assets include lights, sensors, robots, rigid objects and articulations.
+
+        Returns:
+            List[str]: list of all assets uid.
+        """
+        uid_list = ["default_plane"]
+        uid_list.extend(list(self._lights.keys()))
+        uid_list.extend(list(self._sensors.keys()))
+        uid_list.extend(list(self._robots.keys()))
+        uid_list.extend(list(self._rigid_objects.keys()))
+        uid_list.extend(list(self._rigid_object_groups.keys()))
+        uid_list.extend(list(self._articulations.keys()))
+        return uid_list
+
+    def enable_physics(self, enable: bool) -> None:
+        """Enable or disable physics simulation.
+
+        Args:
+            enable (bool): whether to enable physics simulation.
+        """
+        self._world.enable_physics(enable)
+
+    def set_manual_update(self, enable: bool) -> None:
+        """Set manual update for physics simulation.
+
+        If enable is True, the physics simulation will be updated manually by calling :meth:`update`.
+        If enable is False, the physics simulation will be updated automatically by the engine thread loop.
+
+        Args:
+            enable (bool): whether to enable manual update.
+        """
+        self._world.set_manual_update(enable)
+
+    def init_gpu_physics(self) -> None:
+        """Initialize the GPU physics simulation."""
+        if self.device.type != "cuda":
+            logger.log_warning(
+                "The simulation device is not cuda, cannot initialize GPU physics."
+            )
+            return
+
+        if self._is_initialized_gpu_physics:
+            return
+
+        # init rigid body.
+        rigid_body_num = (
+            0
+            if self._get_non_static_rigid_obj_num() == 0
+            else len(self._ps.gpu_rigid_indices)
+        )
+        self._rigid_body_pose = torch.zeros(
+            (rigid_body_num, 7), dtype=torch.float32, device=self.device
+        )
+
+        # init articulation.
+        articulation_num = (
+            0
+            if len(self._articulations) == 0 and len(self._robots) == 0
+            else len(self._ps.gpu_articulation_indices)
+        )
+        max_link_count = self._ps.gpu_get_articulation_max_link_count()
+        self._link_pose = torch.zeros(
+            (articulation_num, max_link_count, 7),
+            dtype=torch.float32,
+            device=self.device,
+        )
+        for art in self._articulations.values():
+            art.reallocate_body_data()
+        for robot in self._robots.values():
+            robot.reallocate_body_data()
+
+        # We do not perform reallocate body data for robot.
+
+        self._is_initialized_gpu_physics = True
+
+    def render_camera_group(self) -> None:
+        """Render all camera group in the simulation.
+
+        Note: This interface is only valid when Ray Tracing rendering backend is enabled.
+        """
+
+        if self.is_rt_enabled:
+            self._world.render_camera_group()
+        else:
+            logger.log_warning(
+                "This interface is only valid when Ray Tracing rendering backend is enabled."
+            )
+
+    def update(self, physics_dt: Optional[float] = None, step: int = 10) -> None:
+        """Update the physics.
+
+        Args:
+            physics_dt (Optional[float], optional): the time step for physics simulation. Defaults to None.
+            step (int, optional): the number of steps to update physics. Defaults to 10.
+        """
+        if self.is_use_gpu_physics and not self._is_initialized_gpu_physics:
+            logger.log_warning(
+                f"Using GPU physics, but not initialized yet. Forcing initialization."
+            )
+            self.init_gpu_physics()
+
+        if self.is_physics_manually_update:
+            if physics_dt is None:
+                physics_dt = self.sim_config.physics_dt
+            for i in range(step):
+                self._world.update(physics_dt)
+
+            if self.sim_config.enable_rt is False:
+                self._sync_gpu_data()
+
+        else:
+            logger.log_warning("Physics simulation is not manually updated.")
+
+    def _sync_gpu_data(self) -> None:
+        if not self.is_use_gpu_physics:
+            return
+
+        if not self._is_initialized_gpu_physics:
+            logger.log_warning(
+                "GPU physics is not initialized. Skipping GPU data synchronization."
+            )
+            return
+
+        if self.is_window_opened or self._sensors:
+            if len(self._rigid_body_pose) > 0:
+                self._ps.gpu_fetch_rigid_body_data(
+                    data=CudaArray(self._rigid_body_pose),
+                    gpu_indices=self._ps.gpu_rigid_indices,
+                    data_type=RigidBodyGPUAPIReadType.POSE,
+                )
+
+            if len(self._link_pose) > 0:
+                self._ps.gpu_fetch_link_data(
+                    data=CudaArray(self._link_pose),
+                    gpu_indices=self._ps.gpu_articulation_indices,
+                    data_type=ArticulationGPUAPIReadType.LINK_GLOBAL_POSE,
+                )
+
+            # TODO: might be optimized.
+            self._world.sync_poses_gpu_to_cpu(
+                rigid_pose=CudaArray(self._rigid_body_pose),
+                link_pose=CudaArray(self._link_pose),
+            )
+
+    def get_env(self, arena_index: int = -1) -> dexsim.environment.Arena:
+        """Get the arena or env by index.
+
+        If arena_index is -1, return the global env.
+        If arena_index is valid, return the corresponding arena.
+
+        Args:
+            arena_index (int, optional): the index of arena to get, -1 for global env. Defaults to -1.
+
+        Returns:
+            dexsim.environment.Arena: The arena or global env.
+        """
+        if arena_index >= 0:
+            if arena_index > len(self._arenas) - 1:
+                logger.log_error(
+                    f"Invalid arena index: {arena_index}. Current number of arenas: {len(self._arenas)}"
+                )
+            return self._arenas[arena_index]
+        else:
+            return self._env
+
+    def get_world(self) -> dexsim.World:
+        return self._world
+
+    def open_window(self) -> None:
+        """Open the simulation window."""
+        self._world.open_window()
+        self.is_window_opened = True
+
+    def close_window(self) -> None:
+        """Close the simulation window."""
+        self._world.close_window()
+        self.is_window_opened = False
+
+    def build_multiple_arenas(self, num: int, space: Optional[float] = None) -> None:
+        """Build multiple arenas in a grid pattern.
+
+        This interface is used for vectorized simulation.
+
+        Args:
+            num (int): number of arenas to build.
+            space (float, optional): The distance between each arena. Defaults to the arena_space in sim_config.
+        """
+
+        if space is None:
+            space = self.sim_config.arena_space
+
+        if num <= 0:
+            logger.log_warning("Number of arenas must be greater than 0.")
+            return
+
+        scene_grid_length = int(np.ceil(np.sqrt(num)))
+
+        for i in range(num):
+            arena = self._env.add_arena(f"arena_{i}")
+
+            id_x, id_y = i % scene_grid_length, i // scene_grid_length
+            arena.set_root_node_position([id_x * space, id_y * space, 0])
+            self._arenas.append(arena)
+
+    def set_indirect_lighting(self, name: str) -> None:
+        """Set indirect lighting.
+
+        Args:
+            name (str): name of path of the indirect lighting.
+        """
+        if name.startswith("/") is False:
+            ibl_path = self._default_resources.get_ibl_path(name)
+            logger.log_info(f"Set IBL {name} from sim default resources.")
+        else:
+            ibl_path = name
+            logger.log_info(f"Set IBL {name} from custom path.")
+
+        self._env.set_IBL(ibl_path)
+
+    def set_emission_light(
+        self, color: Optional[Sequence[float]] = None, intensity: Optional[float] = None
+    ) -> None:
+        """Set environment emission light.
+
+        Args:
+            color (Sequence[float]): color of the light.
+            intensity (float): intensity of the light.
+        """
+        if color is None:
+            self._env.set_env_light_emission(color)
+        if intensity is None:
+            self._env.set_env_light_intensity(intensity)
+
+    def _create_default_plane(self):
+        default_length = 1000
+        repeat_uv_size = int(default_length / 2)
+        self._default_plane = self._env.create_plane(
+            0, default_length, repeat_uv_size, repeat_uv_size
+        )
+        self._default_plane.set_name("default_plane")
+        plane_collision = self._env.create_cube(
+            default_length, default_length, default_length / 10
+        )
+        plane_collision_pose = np.eye(4, dtype=float)
+        plane_collision_pose[2, 3] = -default_length / 20 - 0.001
+        plane_collision.set_local_pose(plane_collision_pose)
+        plane_collision.add_rigidbody(ActorType.KINEMATIC, RigidBodyShape.CONVEX)
+
+        # TODO: add default physics attributes for the plane.
+
+    def set_default_background(self) -> None:
+        """Set default background."""
+
+        mat_name = "plane_mat"
+        mat = None
+        mat_path = self._default_resources.get_material_path("PlaneDark")
+        color_texture = os.path.join(mat_path, "PlaneDark_2K_Color.jpg")
+        roughness_texture = os.path.join(mat_path, "PlaneDark_2K_Roughness.jpg")
+        mat = self.create_visual_material(
+            cfg=VisualMaterialCfg(
+                uid=mat_name,
+                base_color_texture=color_texture,
+                roughness_texture=roughness_texture,
+            )
+        )
+
+        if self.sim_config.enable_rt:
+            self.set_emission_light([0.1, 0.1, 0.1], 10.0)
+        else:
+            self.set_indirect_lighting("lab_day")
+
+        self._default_plane.set_material(mat.get_instance("plane_mat").mat)
+        self._visual_materials[mat_name] = mat
+
+    def set_texture_cache(
+        self, key: str, texture: Union[torch.Tensor, List[torch.Tensor]]
+    ) -> None:
+        """Set the texture to the global texture cache.
+
+        Args:
+            key (str): The key of the texture.
+            texture (Union[torch.Tensor, List[torch.Tensor]]): The texture data.
+        """
+        self._texture_cache[key] = texture
+
+    def get_texture_cache(
+        self, key: Optional[str] = None
+    ) -> Optional[Union[torch.Tensor, List[torch.Tensor]]]:
+        """Get the texture from the global texture cache.
+
+        Args:
+            key (str, optional): The key of the texture. If None, return None. Defaults to None.
+
+        Returns:
+            Optional[Union[torch.Tensor, List[torch.Tensor]]]: The texture if found, otherwise None.
+        """
+        if key is None:
+            return self._texture_cache
+
+        if key not in self._texture_cache:
+            logger.log_warning(f"Texture {key} not found in global texture cache.")
+            return None
+        return self._texture_cache[key]
+
+    def get_asset(
+        self, uid: str
+    ) -> Optional[Union[Light, BaseSensor, Robot, RigidObject, Articulation]]:
+        """Get an asset by its UID.
+
+        The asset can be a light, sensor, robot, rigid object or articulation.
+
+        Args:
+            uid (str): The UID of the asset.
+
+        Returns:
+            Light | BaseSensor | Robot | RigidObject | Articulation | None: The asset instance if found, otherwise None.
+        """
+        if uid in self._lights:
+            return self._lights[uid]
+        if uid in self._sensors:
+            return self._sensors[uid]
+        if uid in self._robots:
+            return self._robots[uid]
+        if uid in self._rigid_objects:
+            return self._rigid_objects[uid]
+        if uid in self._rigid_object_groups:
+            return self._rigid_object_groups[uid]
+        if uid in self._articulations:
+            return self._articulations[uid]
+
+        logger.log_warning(f"Asset {uid} not found.")
+        return None
+
+    def add_light(self, cfg: LightCfg) -> Light:
+        """Create a light in the scene.
+
+        Args:
+            cfg (LightCfg): Configuration for the light, including type, color, intensity, and radius.
+
+        Returns:
+            Light: The created light instance.
+        """
+        if cfg.uid is None:
+            uid = "light"
+            cfg.uid = uid
+        else:
+            uid = cfg.uid
+
+        if uid in self._lights:
+            logger.log_error(f"Light {uid} already exists.")
+
+        light_type = cfg.light_type
+        if light_type == "point":
+            light_type = LightType.POINT
+        else:
+            logger.log_error(
+                f"Unsupported light type: {light_type}. Supported types: point."
+            )
+
+        env_list = [self._env] if len(self._arenas) == 0 else self._arenas
+        light_list = []
+        for i, env in enumerate(env_list):
+            light_name = f"{uid}_{i}"
+            light = env.create_light(light_name, light_type)
+            light_list.append(light)
+
+        batch_lights = Light(cfg=cfg, entities=light_list)
+
+        self._lights[uid] = batch_lights
+
+        return batch_lights
+
+    def get_light(self, uid: str) -> Optional[Light]:
+        """Get a light by its UID.
+
+        Args:
+            uid (str): The UID of the light.
+
+        Returns:
+            Light | None: The light instance if found, otherwise None.
+        """
+        if uid not in self._lights:
+            logger.log_warning(f"Light {uid} not found.")
+            return None
+        return self._lights[uid]
+
+    def add_rigid_object(
+        self,
+        cfg: RigidObjectCfg,
+    ) -> RigidObject:
+        """Add a rigid object to the scene.
+
+        Args:
+            cfg (RigidObjectCfg): Configuration for the rigid object.
+
+        Returns:
+            RigidObject: The added rigid object instance handle.
+        """
+        from embodichain.lab.sim.utility.sim_utils import (
+            load_mesh_objects_from_cfg,
+        )
+
+        uid = cfg.uid
+        if uid is None:
+            logger.log_error("Rigid object uid must be specified.")
+        if uid in self._rigid_objects:
+            logger.log_error(f"Rigid object {uid} already exists.")
+
+        env_list = [self._env] if len(self._arenas) == 0 else self._arenas
+        obj_list = load_mesh_objects_from_cfg(
+            cfg=cfg,
+            env_list=env_list,
+            cache_dir=self._convex_decomp_dir,
+        )
+
+        rigid_obj = RigidObject(cfg=cfg, entities=obj_list, device=self.device)
+
+        if cfg.shape.visual_material:
+            mat = self.create_visual_material(cfg.shape.visual_material)
+            rigid_obj.set_visual_material(mat)
+
+        self._rigid_objects[uid] = rigid_obj
+
+        return rigid_obj
+
+    def add_soft_object(self, cfg: SoftObjectCfg) -> SoftObject:
+        """Add a soft object to the scene.
+
+        Args:
+            cfg (SoftObjectCfg): Configuration for the soft object.
+
+        Returns:
+            SoftObject: The added soft object instance handle.
+        """
+        if not self.is_use_gpu_physics:
+            logger.log_error("Soft object requires GPU physics to be enabled.")
+
+        from embodichain.lab.sim.utility import (
+            load_soft_object_from_cfg,
+        )
+
+        uid = cfg.uid
+        if uid is None:
+            logger.log_error("Soft object uid must be specified.")
+
+        env_list = [self._env] if len(self._arenas) == 0 else self._arenas
+        obj_list = load_soft_object_from_cfg(
+            cfg=cfg,
+            env_list=env_list,
+        )
+
+        soft_obj = SoftObject(cfg=cfg, entities=obj_list, device=self.device)
+        self._soft_objects[uid] = soft_obj
+        return soft_obj
+
+    def get_rigid_object(self, uid: str) -> Optional[RigidObject]:
+        """Get a rigid object by its unique ID.
+
+        Args:
+            uid (str): The unique ID of the rigid object.
+
+        Returns:
+            Optional[RigidObject]: The rigid object instance if found, otherwise None.
+        """
+        if uid not in self._rigid_objects:
+            logger.log_warning(f"Rigid object {uid} not found.")
+            return None
+        return self._rigid_objects[uid]
+
+    def get_rigid_object_uid_list(self) -> List[str]:
+        """Get current rigid body uid list
+
+        Returns:
+            List[str]: list of rigid body uid.
+        """
+        return list(self._rigid_objects.keys())
+
+    def add_rigid_object_group(self, cfg: RigidObjectGroupCfg) -> RigidObjectGroup:
+        """Add a rigid object group to the scene.
+
+        Args:
+            cfg (RigidObjectGroupCfg): Configuration for the rigid object group.
+        """
+        from embodichain.lab.sim.utility.sim_utils import (
+            load_mesh_objects_from_cfg,
+        )
+
+        uid = cfg.uid
+        if uid is None:
+            logger.log_error("Rigid object group uid must be specified.")
+        if uid in self._rigid_object_groups:
+            logger.log_error(f"Rigid object group {uid} already exists.")
+
+        if cfg.body_type == "static":
+            logger.log_error("Rigid object group cannot be static.")
+
+        env_list = [self._env] if len(self._arenas) == 0 else self._arenas
+
+        obj_group_list = []
+        for key, rigid_cfg in tqdm(
+            cfg.rigid_objects.items(), desc="Loading rigid objects"
+        ):
+            obj_list = load_mesh_objects_from_cfg(
+                cfg=rigid_cfg,
+                env_list=env_list,
+                cache_dir=self._convex_decomp_dir,
+            )
+            obj_group_list.append(obj_list)
+
+        # Convert [a1, a2, ...], [b1, b2, ...] to [(a1, b1, ...), (a2, b2, ...), ...]
+        obj_group_list = list(zip(*obj_group_list))
+        rigid_obj_group = RigidObjectGroup(
+            cfg=cfg, entities=obj_group_list, device=self.device
+        )
+
+        self._rigid_object_groups[uid] = rigid_obj_group
+
+        return rigid_obj_group
+
+    def get_rigid_object_group(self, uid: str) -> Optional[RigidObjectGroup]:
+        """Get a rigid object group by its unique ID.
+
+        Args:
+            uid (str): The unique ID of the rigid object group.
+
+        Returns:
+            Optional[RigidObjectGroup]: The rigid object group instance if found, otherwise None.
+        """
+        if uid not in self._rigid_object_groups:
+            logger.log_warning(f"Rigid object group {uid} not found.")
+            return None
+        return self._rigid_object_groups[uid]
+
+    def _get_non_static_rigid_obj_num(self) -> int:
+        """Get the number of non-static rigid objects in the scene.
+
+        Returns:
+            int: The number of non-static rigid objects.
+        """
+        count = 0
+        for obj in self._rigid_objects.values():
+            if obj.cfg.body_type != "static":
+                count += 1
+        return count
+
+    def add_articulation(
+        self,
+        cfg: ArticulationCfg,
+    ) -> Articulation:
+        """Add an articulation to the scene.
+
+        Args:
+            cfg (ArticulationCfg): Configuration for the articulation.
+
+        Returns:
+            Articulation: The added articulation instance handle.
+        """
+
+        uid = cfg.uid
+        if uid is None:
+            uid = os.path.splitext(os.path.basename(cfg.fpath))[0]
+            cfg.uid = uid
+        if uid in self._articulations:
+            logger.log_error(f"Articulation {uid} already exists.")
+
+        env_list = [self._env] if len(self._arenas) == 0 else self._arenas
+        obj_list = []
+
+        for env in env_list:
+            art = env.load_urdf(cfg.fpath)
+            obj_list.append(art)
+
+        articulation = Articulation(cfg=cfg, entities=obj_list, device=self.device)
+
+        self._articulations[uid] = articulation
+
+        return articulation
+
+    def get_articulation(self, uid: str) -> Optional[Articulation]:
+        """Get an articulation by its unique ID.
+
+        Args:
+            uid (str): The unique ID of the articulation.
+
+        Returns:
+            Optional[Articulation]: The articulation instance if found, otherwise None.
+        """
+        if uid not in self._articulations:
+            logger.log_warning(f"Articulation {uid} not found.")
+            return None
+        return self._articulations[uid]
+
+    def get_articulation_uid_list(self) -> List[str]:
+        """Get current articulation uid list
+
+        Returns:
+            List[str]: list of articulation uid.
+        """
+        return list(self._articulations.keys())
+
+    def add_robot(self, cfg: RobotCfg) -> Optional[Robot]:
+        """Add a Robot to the scene.
+
+        Args:
+            cfg (RobotCfg): Configuration for the robot.
+
+        Returns:
+            Optional[Robot]: The added robot instance handle, or None if failed.
+        """
+
+        uid = cfg.uid
+        if cfg.fpath is None:
+            if cfg.urdf_cfg is None:
+                logger.log_error(
+                    "Robot configuration must have a valid fpath or urdf_cfg."
+                )
+                return None
+
+            cfg.fpath = cfg.urdf_cfg.assemble_urdf()
+
+        if uid is None:
+            uid = os.path.splitext(os.path.basename(cfg.fpath))[0]
+            cfg.uid = uid
+        if uid in self._robots:
+            logger.log_error(f"Robot {uid} already exists.")
+            return self._robots[uid]
+
+        env_list = [self._env] if len(self._arenas) == 0 else self._arenas
+        obj_list = []
+
+        for env in env_list:
+            art = env.load_urdf(cfg.fpath)
+            obj_list.append(art)
+
+        robot = Robot(cfg=cfg, entities=obj_list, device=self.device)
+
+        self._robots[uid] = robot
+
+        return robot
+
+    def get_robot(self, uid: str) -> Optional[Robot]:
+        """Get a Robot by its unique ID.
+
+        Args:
+            uid (str): The unique ID of the robot.
+
+        Returns:
+            Optional[Robot]: The robot instance if found, otherwise None.
+        """
+        if uid not in self._robots:
+            logger.log_warning(f"Robot {uid} not found.")
+            return None
+        return self._robots[uid]
+
+    def get_robot_uid_list(self) -> List[str]:
+        """
+        Retrieves a list of unique identifiers (UIDs) for all robots in the V2 system.
+
+        Returns:
+            list: A list containing the UIDs of the robots.
+        """
+        return list(self._robots.keys())
+
+    def enable_gizmo(
+        self, uid: str, control_part: Optional[str] = None, gizmo_cfg: object = None
+    ) -> None:
+        """Enable gizmo control for any simulation object (Robot, RigidObject, Camera, etc.).
+
+        Args:
+            uid (str): UID of the object to attach gizmo to (searches in robots, rigid_objects, sensors, etc.)
+            control_part (Optional[str], optional): Control part name for robots. Defaults to "arm".
+            gizmo_cfg (object, optional): Gizmo configuration object. Defaults to None.
+        """
+        # Create gizmo key combining uid and control_part
+        gizmo_key = f"{uid}:{control_part}" if control_part else uid
+
+        # Check if gizmo already exists
+        if gizmo_key in self._gizmos:
+            logger.log_warning(
+                f"Gizmo for '{uid}' with control_part '{control_part}' already exists."
+            )
+            return
+
+        # Search for target object in different collections
+        target = None
+        object_type = None
+
+        if uid in self._robots:
+            target = self._robots[uid]
+            object_type = "robot"
+        elif uid in self._rigid_objects:
+            target = self._rigid_objects[uid]
+            object_type = "rigid_object"
+        elif uid in self._sensors:
+            target = self._sensors[uid]
+            object_type = "sensor"
+
+        else:
+            logger.log_error(
+                f"Object with uid '{uid}' not found in any collection (robots, rigid_objects, sensors, articulations)."
+            )
+            return
+
+        try:
+            gizmo = Gizmo(target, gizmo_cfg, control_part)
+            self._gizmos[gizmo_key] = gizmo
+            logger.log_info(
+                f"Gizmo enabled for {object_type} '{uid}' with control_part '{control_part}'"
+            )
+
+            # Initialize GizmoController if not already done.
+            if not hasattr(self, "_gizmo_controller") or self._gizmo_controller is None:
+                windows = (
+                    self._world.get_windows()
+                    if hasattr(self._world, "get_windows")
+                    else None
+                )
+                self._gizmo_controller = GizmoController(windows)
+                print("GizmoController attributes and methods:")
+                print(dir(self._gizmo_controller))
+
+        except Exception as e:
+            logger.log_error(
+                f"Failed to create gizmo for {object_type} '{uid}' with control_part '{control_part}': {e}"
+            )
+
+    def disable_gizmo(self, uid: str, control_part: Optional[str] = None) -> None:
+        """Disable and remove gizmo for a robot.
+
+        Args:
+            uid (str): Object UID to disable gizmo for
+            control_part (Optional[str], optional): Control part name for robots. Defaults to None.
+        """
+        # Create gizmo key combining uid and control_part
+        gizmo_key = f"{uid}:{control_part}" if control_part else uid
+
+        if gizmo_key not in self._gizmos:
+            from embodichain.utils import logger
+
+            logger.log_warning(
+                f"No gizmo found for '{uid}' with control_part '{control_part}'."
+            )
+            return
+
+        try:
+            gizmo = self._gizmos[gizmo_key]
+            if gizmo is not None:
+                gizmo.destroy()
+            del self._gizmos[gizmo_key]
+
+            from embodichain.utils import logger
+
+            logger.log_info(
+                f"Gizmo disabled for '{uid}' with control_part '{control_part}'"
+            )
+
+        except Exception as e:
+            from embodichain.utils import logger
+
+            logger.log_error(
+                f"Failed to disable gizmo for '{uid}' with control_part '{control_part}': {e}"
+            )
+
+    def get_gizmo(self, uid: str, control_part: Optional[str] = None) -> object:
+        """Get gizmo instance for a robot.
+
+        Args:
+            uid (str): Object UID
+            control_part (Optional[str], optional): Control part name for robots. Defaults to None.
+
+        Returns:
+            object: Gizmo instance if found, None otherwise.
+        """
+        # Create gizmo key combining uid and control_part
+        gizmo_key = f"{uid}:{control_part}" if control_part else uid
+        return self._gizmos.get(gizmo_key, None)
+
+    def has_gizmo(self, uid: str, control_part: Optional[str] = None) -> bool:
+        """Check if a gizmo exists for the given UID and control part.
+
+        Args:
+            uid (str): Object UID to check
+            control_part (Optional[str], optional): Control part name for robots. Defaults to None.
+
+        Returns:
+            bool: True if gizmo exists, False otherwise.
+        """
+        # Create gizmo key combining uid and control_part
+        gizmo_key = f"{uid}:{control_part}" if control_part else uid
+        return gizmo_key in self._gizmos
+
+    def list_gizmos(self) -> Dict[str, bool]:
+        """List all active gizmos and their status.
+
+        Returns:
+            Dict[str, bool]: Dictionary mapping gizmo keys (uid:control_part) to gizmo active status.
+        """
+        return {
+            gizmo_key: (gizmo is not None) for gizmo_key, gizmo in self._gizmos.items()
+        }
+
+    def update_gizmos(self):
+        """Update all active gizmos."""
+        for gizmo_key, gizmo in list(
+            self._gizmos.items()
+        ):  # Use list() to avoid modification during iteration
+            if gizmo is not None:
+                try:
+                    gizmo.update()
+                except Exception as e:
+                    from embodichain.utils import logger
+
+                    logger.log_error(f"Error updating gizmo '{gizmo_key}': {e}")
+
+    def toggle_gizmo_visibility(
+        self, uid: str, control_part: Optional[str] = None
+    ) -> bool:
+        """
+        Toggle the visibility of a gizmo by uid and optional control_part.
+        Returns the new visibility state (True=visible, False=hidden), or None if not found.
+        """
+        gizmo = self.get_gizmo(uid, control_part)
+        if gizmo is not None:
+            return gizmo.toggle_visibility()
+        return None
+
+    def set_gizmo_visibility(
+        self, uid: str, visible: bool, control_part: Optional[str] = None
+    ) -> None:
+        """
+        Set the visibility of a gizmo by uid and optional control_part.
+        """
+        gizmo = self.get_gizmo(uid, control_part)
+        if gizmo is not None:
+            gizmo.set_visibility(visible)
+
+    def add_sensor(self, sensor_cfg: SensorCfg) -> BaseSensor:
+        """General interface to add a sensor to the scene and returns a handle.
+
+        Args:
+            sensor_cfg (SensorCfg): configuration for the sensor.
+
+        Returns:
+            BaseSensor: The added sensor instance handle.
+        """
+        sensor_type = sensor_cfg.sensor_type
+        if sensor_type not in self.SUPPORTED_SENSOR_TYPES:
+            logger.log_warning(f"Unsupported sensor type: {sensor_type}")
+            return None
+
+        sensor_uid = sensor_cfg.uid
+        if sensor_uid is None:
+            sensor_uid = f"{sensor_type.lower()}_{len(self._sensors)}"
+            sensor_cfg.uid = sensor_uid
+
+        if sensor_uid in self._sensors:
+            logger.log_warning(f"Sensor {sensor_uid} already exists.")
+            return None
+
+        sensor = self.SUPPORTED_SENSOR_TYPES[sensor_type](sensor_cfg, self.device)
+
+        self._sensors[sensor_uid] = sensor
+
+        # Check if the sensor needs to change the parent frame.
+
+        return sensor
+
+    def get_sensor(self, uid: str) -> Optional[BaseSensor]:
+        """Get a sensor by its UID.
+
+        Args:
+            uid (str): The UID of the sensor.
+
+        Returns:
+            BaseSensor | None: The sensor instance if found, otherwise None.
+        """
+        if uid not in self._sensors:
+            logger.log_warning(f"Sensor {uid} not found.")
+            return None
+        return self._sensors[uid]
+
+    def get_sensor_uid_list(self) -> List[str]:
+        """Get current sensor uid list
+
+        Returns:
+            List[str]: list of sensor uid.
+        """
+        return list(self._sensors.keys())
+
+    def remove_asset(self, uid: str) -> bool:
+        """Remove an asset by its UID.
+
+        The asset can be a light, sensor, robot, rigid object or articulation.
+
+        Note:
+            Currently, lights and sensors are not supported to be removed.
+
+        Args:
+            uid (str): The UID of the asset.
+        Returns:
+            bool: True if the asset is removed successfully, otherwise False.
+        """
+        if uid in self._rigid_objects:
+            obj = self._rigid_objects.pop(uid)
+            obj.destroy()
+            return True
+
+        if uid in self._soft_objects:
+            obj = self._soft_objects.pop(uid)
+            obj.destroy()
+            return True
+
+        if uid in self._rigid_object_groups:
+            group = self._rigid_object_groups.pop(uid)
+            group.destroy()
+            return True
+
+        if uid in self._articulations:
+            art = self._articulations.pop(uid)
+            art.destroy()
+            return True
+
+        if uid in self._robots:
+            robot = self._robots.pop(uid)
+            robot.destroy()
+            return True
+
+        return False
+
+    def get_asset(
+        self, uid: str
+    ) -> Optional[Union[RigidObject, Articulation, Robot, Light, BaseSensor]]:
+        """Get an asset by its UID.
+
+        The asset can be a rigid object, articulation or robot.
+
+        Args:
+            uid (str): The UID of the asset.
+        """
+        if uid in self._rigid_objects:
+            return self._rigid_objects[uid]
+
+        if uid in self._articulations:
+            return self._articulations[uid]
+
+        if uid in self._robots:
+            return self._robots[uid]
+
+        if uid in self._lights:
+            return self._lights[uid]
+
+        if uid in self._sensors:
+            return self._sensors[uid]
+
+        logger.log_warning(f"Asset {uid} not found.")
+        return None
+
+    def draw_marker(
+        self,
+        cfg: MarkerCfg,
+    ) -> MeshObject:
+        """Draw visual markers in the simulation scene for debugging and visualization.
+
+        Args:
+            cfg (MarkerCfg): Marker configuration with the following key parameters:
+                - name (str): Unique identifier for the marker group
+                - marker_type (str): Type of marker ("axis" currently supported)
+                - axis_xpos (np.ndarray | List[np.ndarray]): 4x4 transformation matrices
+                  for marker positions and orientations
+                - axis_size (float): Thickness of axis arrows
+                - axis_len (float): Length of axis arrows
+                - arena_index (int): Arena index for placement (-1 for global)
+
+        Returns:
+            List[MeshObject]: List of created marker handles, False if invalid input,
+            None if no poses provided.
+
+        Example:
+            ```python
+            cfg = MarkerCfg(name="test_axis", marker_type="axis", axis_xpos=np.eye(4))
+            markers = sim.draw_marker(cfg)
+            ```
+        """
+        # Validate marker type
+        if cfg.marker_type != "axis":
+            logger.log_error(
+                f"Unsupported marker type '{cfg.marker_type}'. Currently only 'axis' is supported."
+            )
+            return False
+
+        draw_xpos = deepcopy(cfg.axis_xpos)
+        draw_xpos = np.array(draw_xpos)
+        if draw_xpos.ndim == 2:
+            if draw_xpos.shape == (4, 4):
+                draw_xpos = np.expand_dims(draw_xpos, axis=0)
+            else:
+                logger.log_error(
+                    f"axis_xpos must be of shape (N, 4, 4), got {draw_xpos.shape}."
+                )
+                return False
+        elif draw_xpos.ndim != 3 or draw_xpos.shape[1:] != (4, 4):
+            logger.log_error(
+                f"axis_xpos must be of shape (N, 4, 4), got {draw_xpos.shape}."
+            )
+            return False
+
+        original_name = cfg.name
+        name = original_name
+        count = 0
+
+        while name in self._markers:
+            count += 1
+            name = f"{original_name}_{count}"
+        if count > 0:
+            logger.log_warning(
+                f"Marker name '{original_name}' already exists. Using '{name}'."
+            )
+
+        marker_num = len(draw_xpos)
+        if marker_num == 0:
+            logger.log_warning(f"No marker poses provided.")
+            return None
+
+        if cfg.arena_index >= 0:
+            name = f"{name}_{cfg.arena_index}"
+
+        env = self.get_env(cfg.arena_index)
+
+        # Create markers based on marker type
+        marker_handles = []
+
+        if cfg.marker_type == "axis":
+            # Create coordinate axes
+            axis_option = dexsim.types.AxisOption(
+                lx=cfg.axis_len,
+                ly=cfg.axis_len,
+                lz=cfg.axis_len,
+                size=cfg.axis_size,
+                arrow_type=cfg.arrow_type,
+                corner_type=cfg.corner_type,
+                tag_type=dexsim.types.AxisTagType.NONE,
+            )
+
+            for i, pose in enumerate(draw_xpos):
+                axis_handle = env.create_axis(axis_option)
+                axis_handle.set_local_pose(pose)
+                marker_handles.append(axis_handle)
+
+        # TODO: Add support for other marker types in the future
+        # elif cfg.marker_type == "line":
+        #     # Create line markers
+        #     pass
+        # elif cfg.marker_type == "point":
+        #     # Create point markers
+        #     pass
+
+        self._markers[name] = (marker_handles, cfg.arena_index)
+
+        if self.is_physics_manually_update:
+            self.update(step=1)
+
+        return marker_handles
+
+    def remove_marker(self, name: str) -> bool:
+        """Remove markers (including axis) with the given name.
+
+        Args:
+            name (str): The name of the marker to remove.
+        Returns:
+            bool: True if the marker was removed successfully, False otherwise.
+        """
+        if name not in self._markers:
+            logger.log_warning(f"Marker {name} not found.")
+            return False
+        try:
+            env = self.get_env(self._markers[name][1])
+            marker_handles, arena_index = self._markers[name]
+            for marker_handle in marker_handles:
+                if marker_handle is not None:
+                    env.remove_actor(marker_handle.get_name())
+            self._markers.pop(name)
+            return True
+        except Exception as e:
+            logger.log_warning(f"Failed to remove marker {name}: {str(e)}")
+            return False
+
+    def create_visual_material(self, cfg: VisualMaterialCfg) -> VisualMaterial:
+        """Create a visual material with given configuration.
+
+        Args:
+            cfg (VisualMaterialCfg): configuration for the visual material.
+
+        Returns:
+            VisualMaterial: the created visual material instance handle.
+        """
+
+        if cfg.uid in self._visual_materials:
+            logger.log_warning(
+                f"Visual material {cfg.uid} already exists. Returning the existing one."
+            )
+            return self._visual_materials[cfg.uid]
+
+        mat: Material = self._env.create_pbr_material(cfg.uid, True)
+        visual_mat = VisualMaterial(cfg, mat)
+
+        self._visual_materials[cfg.uid] = visual_mat
+        return visual_mat
+
+    def get_visual_material(self, uid: str) -> VisualMaterial:
+        """Get visual material by UID.
+
+        Args:
+            uid (str): uid of visual material.
+        """
+        if uid not in self._visual_materials:
+            logger.log_warning(f"Visual material {uid} not found.")
+            return None
+
+        return self._visual_materials[uid]
+
+    def clean_materials(self):
+        self._visual_materials = {}
+        self._env.clean_materials()
+
+    def reset_objects_state(self, env_ids: Optional[Sequence[int]] = None) -> None:
+        """Reset the state of all objects in the scene.
+
+        Args:
+            env_ids: The environment IDs to reset. If None, reset all environments.
+        """
+        for robot in self._robots.values():
+            robot.reset(env_ids)
+        for articulation in self._articulations.values():
+            articulation.reset(env_ids)
+        for rigid_obj in self._rigid_objects.values():
+            rigid_obj.reset(env_ids)
+        for rigid_obj_group in self._rigid_object_groups.values():
+            rigid_obj_group.reset(env_ids)
+        for light in self._lights.values():
+            light.reset(env_ids)
+        for sensor in self._sensors.values():
+            sensor.reset(env_ids)
+
+    def destroy(self) -> None:
+        """Destroy all simulated assets and release resources."""
+        # Clean up all gizmos before destroying the simulation
+        for uid in list(self._gizmos.keys()):
+            self.disable_gizmo(uid)
+
+        self.clean_materials()
+
+        self._env.clean()
+        self._world.quit()
diff --git a/embodichain/lab/sim/solvers/__init__.py b/embodichain/lab/sim/solvers/__init__.py
new file mode 100644
index 00000000..6f6123fa
--- /dev/null
+++ b/embodichain/lab/sim/solvers/__init__.py
@@ -0,0 +1,23 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .base_solver import SolverCfg, BaseSolver, merge_solver_cfg
+from .pytorch_solver import PytorchSolverCfg, PytorchSolver
+from .pinocchio_solver import PinocchioSolverCfg, PinocchioSolver
+from .differential_solver import DifferentialSolverCfg, DifferentialSolver
+from .pink_solver import PinkSolverCfg, PinkSolver
+from .opw_solver import OPWSolverCfg, OPWSolver
+from .srs_solver import SRSSolverCfg, SRSSolver
diff --git a/embodichain/lab/sim/solvers/base_solver.py b/embodichain/lab/sim/solvers/base_solver.py
new file mode 100644
index 00000000..af7433cc
--- /dev/null
+++ b/embodichain/lab/sim/solvers/base_solver.py
@@ -0,0 +1,457 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+from typing import List, Optional, Dict, Any, Union, TYPE_CHECKING, Tuple
+from abc import abstractmethod, ABCMeta
+
+from embodichain.utils import configclass, logger
+
+if TYPE_CHECKING:
+    from typing import Self
+
+from embodichain.lab.sim.utility.solver_utils import create_pk_serial_chain
+
+
+@configclass
+class SolverCfg:
+    """Configuration for the kinematic solver used in the robot simulation."""
+
+    class_type: str = "BaseSolver"
+    """The class type of the solver to be used."""
+
+    urdf_path: Optional[str] = None
+    """The file path to the URDF model of the robot."""
+
+    joint_names: Optional[list[str]] = None
+    """List of joint names for the solver.
+    
+    If None, all joints in the URDF will be used.
+    If specified, only these named joints will be included in the kinematic chain.
+    """
+
+    end_link_name: str = None
+    """The name of the end-effector link for the solver.
+
+    This defines the target link for forward/inverse kinematics calculations.
+    Must match a link name in the URDF file.
+    """
+
+    root_link_name: str = None
+    """The name of the root/base link for the solver.
+
+    This defines the starting point of the kinematic chain.
+    Must match a link name in the URDF file.
+    """
+
+    # TODO: may be support pos and rot separately for easier manipulation.
+    tcp: Union[torch.Tensor, np.ndarray] = np.eye(4)
+    """The tool center point (TCP) position as a 4x4 homogeneous matrix.
+
+    This represents the position and orientation of the tool in the robot's end-effector frame.
+    """
+
+    ik_nearest_weight: Optional[List[float]] = None
+    """Weights for the inverse kinematics nearest calculation.
+    
+    The weights influence how the solver prioritizes closeness to the seed position
+    when multiple solutions are available.
+    """
+
+    @abstractmethod
+    def init_solver(self, device: torch.device, **kwargs) -> "BaseSolver":
+        pass
+
+    @classmethod
+    def from_dict(cls, init_dict: Dict[str, Any]) -> "SolverCfg":
+        """Initialize the configuration from a dictionary."""
+        from embodichain.utils.utility import get_class_instance
+
+        if "class_type" not in init_dict:
+            logger.log_error("class type must be specified in the configuration.")
+
+        cfg = get_class_instance(
+            "embodichain.lab.sim.solvers", init_dict["class_type"] + "Cfg"
+        )()
+        for key, value in init_dict.items():
+            if hasattr(cfg, key):
+                setattr(cfg, key, value)
+            else:
+                logger.log_warning(
+                    f"Key '{key}' not found in {cfg.__class__.__name__}."
+                )
+        return cfg
+
+
+class BaseSolver(metaclass=ABCMeta):
+    def __init__(self, cfg: SolverCfg = None, device: str = None, **kwargs):
+        r"""Initializes the kinematics solver with a robot model.
+
+        Args:
+            cfg (SolverCfg): The configuration for the solver.
+            device (str or torch.device, optional): The device to run the solver on. Defaults to "cuda" if available, otherwise "cpu".
+            **kwargs: Additional keyword arguments for customization.
+        """
+        self.cfg = cfg
+
+        if device is None:
+            self.device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
+        elif isinstance(device, str):
+            self.device = torch.device(device)
+        else:
+            self.device = device
+
+        self.urdf_path = cfg.urdf_path
+
+        self.joint_names = cfg.joint_names
+
+        self.end_link_name = cfg.end_link_name
+
+        self.root_link_name = cfg.root_link_name
+
+        # TODO: Check whether the joint name is revolute or prismatic
+        # Degrees of freedom of robot joints
+        self.dof = len(self.joint_names) if self.joint_names else 0
+
+        # Weight for nearest neighbor search in IK (Inverse Kinematics) algorithms
+        if cfg.ik_nearest_weight is not None:
+            if len(cfg.ik_nearest_weight) != self.dof:
+                logger.log_error(
+                    f"Length of ik_nearest_weight ({len(cfg.ik_nearest_weight)}) does not match the number of DOF ({self.dof})."
+                )
+            self.ik_nearest_weight = torch.tensor(
+                cfg.ik_nearest_weight, dtype=torch.float32, device=self.device
+            )
+        else:
+            self.ik_nearest_weight = torch.ones(
+                self.dof, dtype=torch.float32, device=self.device
+            )
+
+        self.tcp_xpos = np.eye(4)
+
+        self.pk_serial_chain = kwargs.get("pk_serial_chain", None)
+        if self.pk_serial_chain is None:
+            self.pk_serial_chain = create_pk_serial_chain(
+                urdf_path=self.urdf_path,
+                end_link_name=self.end_link_name,
+                root_link_name=self.root_link_name,
+                device=self.device,
+            )
+
+    def set_ik_nearest_weight(
+        self, ik_weight: np.ndarray, joint_ids: np.ndarray = None
+    ) -> bool:
+        r"""Sets the inverse kinematics nearest weight.
+
+        Args:
+            ik_weight (np.ndarray): A numpy array representing the nearest weights for inverse kinematics.
+            joint_ids (np.ndarray, optional): A numpy array representing the indices of the joints to which the weights apply.
+                                            If None, defaults to all joint indices.
+
+        Returns:
+            bool: True if the weights are set successfully, False otherwise.
+        """
+        ik_weight = np.array(ik_weight)
+
+        # Set joint_ids to all joint indices if it is None
+        if joint_ids is None:
+            joint_ids = np.arange(self.dof)
+
+        joint_ids = np.array(joint_ids)
+
+        # Check if joint_ids has valid indices
+        if np.any(joint_ids >= self.dof) or np.any(joint_ids < 0):
+            logger.log_warning(
+                "joint_ids must contain valid indices between 0 and {}.".format(
+                    self.dof - 1
+                )
+            )
+            return False
+
+        # Check if ik_weight and joint_ids have the same length
+        if ik_weight.shape[0] != joint_ids.shape[0]:
+            logger.log_warning("ik_weight and joint_ids must have the same length.")
+            return False
+
+        # Initialize the weights
+        if self.ik_nearest_weight is None:
+            # If ik_nearest_weight is None, set all weights to 1
+            self.ik_nearest_weight = np.ones(self.dof)
+
+            # Set specific weights for joint_ids to the provided ik_weight
+            for i, joint_id in enumerate(joint_ids):
+                self.ik_nearest_weight[joint_id] = ik_weight[i]
+        else:
+            # If ik_nearest_weight is not None, only fill joint_ids
+            for i, joint_id in enumerate(joint_ids):
+                self.ik_nearest_weight[joint_id] = ik_weight[i]
+
+        return True
+
+    def get_ik_nearest_weight(self):
+        r"""Gets the inverse kinematics nearest weight.
+
+        Returns:
+            np.ndarray: A numpy array representing the nearest weights for inverse kinematics.
+        """
+        return self.ik_nearest_weight
+
+    def set_position_limits(
+        self,
+        lower_position_limits: List[float],
+        upper_position_limits: List[float],
+    ) -> bool:
+        r"""Sets the upper and lower joint position limits.
+
+        Parameters:
+            lower_position_limits (List[float]): A list of lower limits for each joint.
+            upper_position_limits (List[float]): A list of upper limits for each joint.
+
+        Returns:
+            bool: True if limits are successfully set, False if the input is invalid.
+        """
+        if (
+            len(lower_position_limits) != self.model.nq
+            or len(upper_position_limits) != self.model.nq
+        ):
+            logger.log_warning("Length of limits must match the number of joints.")
+            return False
+
+        if any(
+            lower > upper
+            for lower, upper in zip(lower_position_limits, upper_position_limits)
+        ):
+            logger.log_warning(
+                "Each lower limit must be less than or equal to the corresponding upper limit."
+            )
+            return False
+
+        self.lower_position_limits = np.array(lower_position_limits)
+        self.upper_position_limits = np.array(upper_position_limits)
+        return True
+
+    def get_position_limits(self) -> dict:
+        r"""Returns the current joint position limits.
+
+        Returns:
+            dict: A dictionary containing:
+                - lower_position_limits (List[float]): The current lower limits for each joint.
+                - upper_position_limits (List[float]): The current upper limits for each joint.
+        """
+        return {
+            "lower_position_limits": self.lower_position_limits.tolist(),
+            "upper_position_limits": self.upper_position_limits.tolist(),
+        }
+
+    def set_tcp(self, xpos: np.ndarray):
+        r"""Sets the TCP position with the given 4x4 homogeneous matrix.
+
+        Args:
+            xpos (np.ndarray): The 4x4 homogeneous matrix to be set as the TCP position.
+
+        Raises:
+            ValueError: If the input is not a 4x4 numpy array.
+        """
+        xpos = np.array(xpos)
+        if xpos.shape != (4, 4):
+            raise ValueError("Input must be a 4x4 homogeneous matrix")
+        self.tcp_xpos = xpos
+
+    def get_tcp(self) -> np.ndarray:
+        r"""Returns the current TCP position.
+
+        Returns:
+            np.ndarray: The current TCP position.
+
+        Raises:
+            ValueError: If the TCP position has not been set.
+        """
+        return self.tcp_xpos
+
+    @abstractmethod
+    def get_ik(
+        self,
+        target_pose: torch.Tensor,
+        joint_seed: Optional[torch.Tensor] = None,
+        num_samples: Optional[int] = None,
+        **kwargs,
+    ) -> Tuple[torch.Tensor, torch.Tensor]:
+        r"""Computes the inverse kinematics for a given target pose.
+
+        This method generates random joint configurations within the specified limits,
+        including the provided joint_seed, and attempts to find valid inverse kinematics solutions.
+        It then identifies the joint position that is closest to the joint_seed.
+
+        Args:
+            target_pose (torch.Tensor): The target pose represented as a 4x4 transformation matrix.
+            joint_seed (Optional[torch.Tensor]): The initial joint positions used as a seed.
+            num_samples (Optional[int]): The number of random joint seeds to generate.
+            **kwargs: Additional keyword arguments for customization.
+
+        Returns:
+            Tuple[torch.Tensor, torch.Tensor]:
+                - success (torch.Tensor): Boolean tensor indicating IK solution validity for each environment, shape (num_envs,).
+                - target_joints (torch.Tensor): Computed target joint positions, shape (num_envs, num_joints).
+        """
+        pass
+
+    def get_fk(self, qpos: torch.tensor, **kwargs) -> torch.Tensor:
+        r"""
+        Computes the forward kinematics for the end-effector link.
+
+        Args:
+            qpos (torch.Tensor): Joint positions. Can be a single configuration (dof,) or a batch (batch_size, dof).
+            **kwargs: Additional keyword arguments for customization.
+
+        Returns:
+            torch.Tensor: The homogeneous transformation matrix of the end link with TCP applied.
+                        Shape is (4, 4) for single input, or (batch_size, 4, 4) for batch input.
+        """
+        tcp_xpos = torch.as_tensor(
+            self.tcp_xpos, device=self.device, dtype=torch.float32
+        )
+        qpos = torch.as_tensor(qpos, dtype=torch.float32, device=self.device)
+
+        # Compute forward kinematics
+        result = self.pk_serial_chain.forward_kinematics(
+            qpos, end_only=(self.end_link_name is None)
+        )
+
+        # Extract transformation matrices
+        if isinstance(result, dict):
+            matrices = result[self.end_link_name].get_matrix()
+        elif isinstance(result, list):
+            matrices = torch.stack([xpos.get_matrix().squeeze() for xpos in result])
+        else:
+            matrices = result.get_matrix()
+
+        # Ensure batch format
+        if matrices.dim() == 2:
+            matrices = matrices.unsqueeze(0)
+
+        # Create result tensor with proper homogeneous coordinates
+        result = (
+            torch.eye(4, device=self.device).expand(matrices.shape[0], 4, 4).clone()
+        )
+        result[:, :3, :] = matrices[:, :3, :]
+
+        # Ensure batch format for TCP
+        batch_size = result.shape[0]
+        tcp_xpos_batch = tcp_xpos.unsqueeze(0).expand(batch_size, -1, -1)
+
+        # Apply TCP transformation
+        return torch.bmm(result, tcp_xpos_batch)
+
+    def get_jacobian(
+        self,
+        qpos: torch.Tensor,
+        locations: Optional[Union[torch.Tensor, np.ndarray]] = None,
+        jac_type: str = "full",
+    ) -> torch.Tensor:
+        r"""Compute the Jacobian matrix for the given joint positions.
+
+        Args:
+            qpos (torch.Tensor): The joint positions. Shape: (dof,) or (batch_size, dof).
+            locations (Optional[torch.Tensor]): The offset points (relative to the end-effector coordinate system).
+                                                Shape: (batch_size, 3) or (3,) for a single offset.
+            jac_type (str, optional): 'full', 'trans', or 'rot' for full, translational, or rotational Jacobian.
+                                    Defaults to 'full'.
+
+        Returns:
+            torch.Tensor: The Jacobian matrix. Shape:
+                        - (batch_size, 6, dof) for 'full'
+                        - (batch_size, 3, dof) for 'trans' or 'rot'
+        """
+        if qpos is None:
+            qpos = torch.zeros(self.dof, device=self.device)
+
+        # Ensure qpos is a tensor
+        qpos = torch.as_tensor(qpos, dtype=torch.float32, device=self.device)
+
+        # Ensure locations is a tensor if provided
+        if locations is not None:
+            locations = torch.as_tensor(
+                locations, dtype=torch.float32, device=self.device
+            )
+
+        # Compute the Jacobian using the kinematics chain
+        J = self.pk_serial_chain.jacobian(th=qpos, locations=locations)
+
+        # Handle jac_type to return the desired part of the Jacobian
+        if jac_type == "trans":
+            return J[:, :3, :] if J.dim() == 3 else J[:3, :]
+        elif jac_type == "rot":
+            return J[:, 3:, :] if J.dim() == 3 else J[3:, :]
+        elif jac_type == "full":
+            return J
+        else:
+            raise ValueError(
+                f"Invalid jac_type '{jac_type}'. Must be 'full', 'trans', or 'rot'."
+            )
+
+
+def merge_solver_cfg(
+    default: Dict[str, SolverCfg], provided: Dict[str, Any]
+) -> Dict[str, SolverCfg]:
+    """Merge provided solver configuration into the default solver config.
+
+    Rules:
+    - For each arm key in provided, if the key exists in default, update fields provided.
+    - If a provided value is a dict, update attributes on the SolverCfg-like object (or dict) by setting keys.
+    - Primitive values or arrays/lists replace the target value.
+    - Unknown keys in provided create new entries in the result.
+    """
+
+    result = {}
+    # copy defaults shallowly
+    for k, v in default.items():
+        result[k] = v
+
+    for k, v in provided.items():
+        if k in result:
+            target = result[k]
+            # if target has __dict__ or is a dataclass-like, set attrs
+            if hasattr(target, "__dict__") or isinstance(target, dict):
+                # if provided is a dict, set/override attributes
+                if isinstance(v, dict):
+                    for sub_k, sub_v in v.items():
+                        # try to set attribute if possible, otherwise assign into dict
+                        if hasattr(target, sub_k):
+                            try:
+                                setattr(target, sub_k, sub_v)
+                            except Exception:
+                                # fallback to dict assignment if object doesn't accept
+                                try:
+                                    target[sub_k] = sub_v
+                                except Exception:
+                                    pass
+                        else:
+                            try:
+                                target[sub_k] = sub_v
+                            except Exception:
+                                setattr(target, sub_k, sub_v)
+                else:
+                    # non-dict provided value replaces the target entirely
+                    result[k] = v
+            else:
+                # target is a primitive, replace
+                result[k] = v
+        else:
+            # new solver entry provided; include as-is
+            result[k] = v
+
+    return result
diff --git a/embodichain/lab/sim/solvers/differential_solver.py b/embodichain/lab/sim/solvers/differential_solver.py
new file mode 100644
index 00000000..5bbb8028
--- /dev/null
+++ b/embodichain/lab/sim/solvers/differential_solver.py
@@ -0,0 +1,424 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+from copy import deepcopy
+from typing import Optional, Union, Tuple, Any, Literal, TYPE_CHECKING
+from scipy.spatial.transform import Rotation
+
+from embodichain.utils import configclass, logger
+from embodichain.lab.sim.solvers import SolverCfg, BaseSolver
+from embodichain.utils.math import (
+    apply_delta_pose,
+    compute_pose_error,
+)
+
+
+if TYPE_CHECKING:
+    from typing import Self
+
+
+@configclass
+class DifferentialSolverCfg(SolverCfg):
+    """Configuration for differential inverse kinematics controller."""
+
+    class_type: str = "DifferentialSolver"
+
+    pos_eps: float = 5e-4  # Tolerance for convergence for position
+    rot_eps: float = 5e-4  # Tolerance for convergence for rotation
+    max_iterations: int = 1000  # Maximum number of iterations for the solver
+
+    # Constraint configuration
+    is_only_position_constraint: bool = (
+        False  # Whether to only consider position constraints
+    )
+
+    # Type of task-space command to control the articulation's body.
+    command_type: Literal["position", "pose"] = "pose"
+
+    # Whether to use relative mode for the controller.
+    use_relative_mode: bool = False
+
+    # Method for computing inverse of Jacobian."""
+    ik_method: Literal["pinv", "svd", "trans", "dls"] = "pinv"
+
+    # Parameters for the inverse-kinematics method.
+    ik_params: Optional[dict] = None
+
+    def __post_init__(self):
+        # Default parameters for different inverse kinematics approaches
+        default_ik_params = {
+            "pinv": {"k_val": 1.0},
+            "svd": {"k_val": 1.0, "min_singular_value": 1e-5},
+            "trans": {"k_val": 1.0},
+            "dls": {"lambda_val": 0.01},
+        }
+
+        # Update parameters for IK-method if not provided
+        params = self.ik_params or {}
+        self.ik_params = {**default_ik_params[self.ik_method], **params}
+
+    def init_solver(
+        self, num_envs: int = 1, device: torch.device = torch.device("cpu"), **kwargs
+    ) -> "DifferentialSolver":
+        """Initialize the solver with the configuration.
+
+        Args:
+            device (torch.device): The device to use for the solver. Defaults to CPU.
+            num_envs (int): The number of environments for which the solver is initialized.
+            **kwargs: Additional keyword arguments that may be used for solver initialization.
+
+        Returns:
+            DifferentialSolver: An initialized solver instance.
+        """
+
+        solver = DifferentialSolver(
+            cfg=self, num_envs=num_envs, device=device, **kwargs
+        )
+
+        # Set the Tool Center Point (TCP) for the solver
+        if isinstance(self.tcp, torch.Tensor):
+            tcp = self.tcp.cpu().numpy()
+        else:
+            tcp = self.tcp
+        solver.set_tcp(tcp)
+
+        return solver
+
+
+class DifferentialSolver(BaseSolver):
+    r"""Differential inverse kinematics (IK) controller.
+
+    This controller implements differential inverse kinematics using various methods for
+    computing the inverse of the Jacobian matrix.
+    """
+
+    def __init__(
+        self,
+        cfg: DifferentialSolverCfg,
+        num_envs: int = 1,
+        device: str = "cpu",
+        **kwargs,
+    ):
+        r"""Initializes the differential kinematics solver.
+
+            This constructor sets up the kinematics solver using differential methods,
+            allowing for efficient computation of robot kinematics based on
+            the specified URDF model.
+
+        Args:
+            cfg: The configuration for the solver.
+            num_envs (int): The number of environments for the solver. Defaults to 1.
+            device (str, optional): The device to use for the solver (e.g., "cpu" or "cuda"). Defaults to "cpu".
+            **kwargs: Additional keyword arguments passed to the base solver.
+
+        """
+        super().__init__(cfg=cfg, num_envs=num_envs, device=device, **kwargs)
+
+        # Initialize buffers
+        self.ee_pos_des = torch.zeros(num_envs, 3, device=device)
+        self.ee_quat_des = torch.zeros(num_envs, 4, device=device)
+        self._command = torch.zeros(num_envs, self.action_dim, device=device)
+
+    @property
+    def action_dim(self) -> int:
+        """Returns the dimension of the controller's input command.
+
+        Returns:
+            int: The dimension of the input command.
+        """
+        if self.cfg.command_type == "position":
+            return 3  # (x, y, z)
+        elif self.cfg.command_type == "pose" and self.cfg.use_relative_mode:
+            return 6  # (dx, dy, dz, droll, dpitch, dyaw)
+        else:
+            return 7  # (x, y, z, qw, qx, qy, qz)
+
+    def reset(self, env_ids: Optional[torch.Tensor] = None):
+        """Reset the internal buffers for the specified environments.
+
+        Args:
+            env_ids (Optional[torch.Tensor]): The environment indices to reset. If None, reset all.
+        """
+        if env_ids is None:
+            env_ids = torch.arange(self.num_envs, device=self.device)
+
+        self.ee_pos_des[env_ids] = 0
+        self.ee_quat_des[env_ids] = torch.tensor([1.0, 0, 0, 0], device=self.device)
+        self._command[env_ids] = 0
+
+    def set_command(
+        self,
+        command: torch.Tensor,
+        ee_pos: Optional[torch.Tensor] = None,
+        ee_quat: Optional[torch.Tensor] = None,
+    ) -> bool:
+        """Set the target end-effector pose command.
+
+        Args:
+            command (torch.Tensor): The command tensor.
+            ee_pos (Optional[torch.Tensor]): Current end-effector position (for relative mode).
+            ee_quat (Optional[torch.Tensor]): Current end-effector quaternion (for relative mode).
+
+        Returns:
+            bool: True if the command was set successfully, False otherwise.
+        """
+        # TODO: Init solver with correct batch size
+        batch_size = command.shape[0]
+        if self._command.shape[0] != batch_size:
+            device = command.device
+            self._command = torch.zeros(batch_size, self.action_dim, device=device)
+            self.ee_pos_des = torch.zeros(batch_size, 3, device=device)
+            self.ee_quat_des = torch.zeros(batch_size, 4, device=device)
+        self._command[:] = command
+
+        if self.cfg.command_type == "position":
+            if ee_quat is None:
+                logger.log_warning(
+                    "End-effector orientation cannot be None for position control"
+                )
+                return False
+
+            if self.cfg.use_relative_mode:
+                if ee_pos is None:
+                    logger.log_warning("Current position required for relative mode")
+                    return False
+                self.ee_pos_des[:] = ee_pos + self._command
+                self.ee_quat_des[:] = ee_quat
+            else:
+                self.ee_pos_des[:] = self._command
+                self.ee_quat_des[:] = ee_quat
+        else:
+            if self.cfg.use_relative_mode:
+                if ee_pos is None or ee_quat is None:
+                    logger.log_warning("Current pose required for relative mode")
+                    return False
+                self.ee_pos_des, self.ee_quat_des = apply_delta_pose(
+                    ee_pos, ee_quat, self._command
+                )
+            else:
+                self.ee_pos_des = self._command[:, 0:3]
+                self.ee_quat_des = self._command[:, 3:7]
+
+        return True
+
+    def get_ik(
+        self,
+        target_xpos: torch.Tensor,
+        qpos_seed: torch.Tensor = None,
+        return_all_solutions: bool = False,
+        jacobian: torch.Tensor = None,
+        **kwargs,
+    ) -> Tuple[torch.Tensor, torch.Tensor]:
+        """Compute target joint positions using differential inverse kinematics.
+
+        Args:
+            target_xpos (torch.Tensor): Current end-effector position, shape (num_envs, 3).
+            qpos_seed (torch.Tensor): Current joint positions, shape (num_envs, num_joints). Defaults to zeros.
+            return_all_solutions (bool, optional): Whether to return all IK solutions or just the best one. Defaults to False.
+            jacobian (torch.Tensor): Jacobian matrix, shape (num_envs, 6, num_joints).
+            **kwargs: Additional keyword arguments for future extensions.
+
+        Returns:
+            Tuple[torch.Tensor, torch.Tensor]:
+                - success (torch.Tensor): Boolean tensor indicating IK solution validity for each environment, shape (num_envs,).
+                - target_joints (torch.Tensor): Computed target joint positions, shape (num_envs, num_joints).
+        """
+        if qpos_seed is None:
+            qpos_seed = torch.zeros(self.dof, device=self.device)
+
+        if jacobian is None:
+            jacobian = self.get_jacobian(qpos_seed)
+            current_xpos = self.get_fk(qpos_seed, to_matrix=True)
+
+        # Transform target_xpos by TCP
+        tcp_xpos = torch.as_tensor(
+            deepcopy(self.tcp_xpos), device=self.device, dtype=torch.float32
+        )
+        current_xpos = current_xpos @ torch.inverse(tcp_xpos)
+        compute_xpos = target_xpos @ torch.inverse(tcp_xpos)
+
+        # Ensure compute_xpos is a batch of matrices
+        if current_xpos.dim() == 2 and current_xpos.shape == (4, 4):
+            current_xpos = current_xpos.unsqueeze(0)
+
+        # Ensure compute_xpos is a batch of matrices
+        if compute_xpos.dim() == 2 and compute_xpos.shape == (4, 4):
+            compute_xpos = compute_xpos.unsqueeze(0)
+
+        compute_pose = self._matrix_to_pos_quat(compute_xpos)
+        self.set_command(command=compute_pose)
+
+        qpos = qpos_seed
+        num_iter = 1 if self.cfg.max_iterations == 1 else self.cfg.max_iterations
+        for i in range(num_iter):
+            current_pose = self._matrix_to_pos_quat(current_xpos)
+            ee_pos = current_pose[:, :3]
+            ee_quat = current_pose[:, 3:]
+
+            if self.cfg.command_type == "position":
+                position_error = self.ee_pos_des - ee_pos
+                jacobian_pos = jacobian[:, :3]
+                delta_joint_pos = self._compute_delta_joint_pos(
+                    delta_pose=position_error, jacobian=jacobian_pos
+                )
+            else:
+                pos_error, rot_error = compute_pose_error(
+                    ee_pos, ee_quat, self.ee_pos_des, self.ee_quat_des
+                )
+                pose_error = torch.cat((pos_error, rot_error), dim=1)
+                delta_joint_pos = self._compute_delta_joint_pos(
+                    delta_pose=pose_error, jacobian=jacobian
+                )
+
+            qpos = qpos + delta_joint_pos
+            current_xpos = self.get_fk(qpos)
+
+            # Ensure current_xpos and target_xpos are batches of matrices
+            if current_xpos.dim() == 2 and current_xpos.shape == (4, 4):
+                current_xpos = current_xpos.unsqueeze(0)
+
+            if target_xpos.dim() == 2 and target_xpos.shape == (4, 4):
+                target_xpos = target_xpos.unsqueeze(0)
+
+            pos_converged = (
+                torch.norm(current_xpos[:, :3, 3] - target_xpos[:, :3, 3], dim=1)
+                < self.cfg.pos_eps
+            )
+            rot_converged = (
+                torch.norm(current_xpos[:, :3, :3] - target_xpos[:, :3, :3], dim=(1, 2))
+                < self.cfg.rot_eps
+            )
+
+            if self.cfg.is_only_position_constraint:
+                if pos_converged.all():
+                    break
+            else:
+                if (pos_converged & rot_converged).all():
+                    break
+
+        if return_all_solutions:
+            logger.log_warning(
+                "return_all_solutions=True is not supported in DifferentialSolver. Returning the best solution only."
+            )
+
+        if self.cfg.is_only_position_constraint:
+            success = pos_converged
+        else:
+            success = pos_converged & rot_converged
+
+        return success, qpos
+
+    # Helper functions
+    def _compute_delta_joint_pos(
+        self, delta_pose: torch.Tensor, jacobian: torch.Tensor
+    ) -> torch.Tensor:
+        """Compute joint-space delta using the specified IK method.
+
+        Args:
+            delta_pose (torch.Tensor): The pose error tensor.
+            jacobian (torch.Tensor): The Jacobian matrix.
+
+        Returns:
+            torch.Tensor: The joint-space delta tensor.
+        """
+        method = self.cfg.ik_method
+        params = self.cfg.ik_params
+
+        # compute the delta in joint-space
+        if method == "pinv":  # Jacobian pseudo-inverse
+            # params
+            k_val = params["k_val"]
+            # compute
+            jacobian_pinv = torch.linalg.pinv(jacobian)
+            delta_joint_pos = k_val * (
+                jacobian_pinv @ delta_pose.unsqueeze(-1)
+            ).squeeze(-1)
+        elif method == "svd":
+            # params
+            k_val = params["k_val"]
+            min_singular_value = params["min_singular_value"]
+            # compute
+            # U: 6xd, S: dxd, V: d x num-joint
+            U, S, Vh = torch.linalg.svd(jacobian, full_matrices=False)
+            S_inv = 1.0 / S
+            S_inv = torch.where(S > min_singular_value, S_inv, torch.zeros_like(S_inv))
+            jacobian_pinv = (
+                torch.transpose(Vh, 1, 2)[:, :, :6]
+                @ torch.diag_embed(S_inv)
+                @ torch.transpose(U, 1, 2)
+            )
+            delta_joint_pos = k_val * (
+                jacobian_pinv @ delta_pose.unsqueeze(-1)
+            ).squeeze(-1)
+        elif method == "trans":
+            # params
+            k_val = params["k_val"]
+            # compute
+            jacobian_T = torch.transpose(jacobian, 1, 2)
+            delta_joint_pos = params["k_val"] * (
+                jacobian_T @ delta_pose.unsqueeze(-1)
+            ).squeeze(-1)
+        elif method == "dls":
+            # params
+            lambda_val = self.cfg.ik_params["lambda_val"]
+            # compute
+            jacobian_T = torch.transpose(jacobian, 1, 2)
+            lambda_matrix = (lambda_val**2) * torch.eye(
+                jacobian.shape[1], device=self.device
+            )
+            delta_joint_pos = (
+                jacobian_T
+                @ torch.linalg.solve(
+                    jacobian @ jacobian_T + lambda_matrix, delta_pose.unsqueeze(-1)
+                )
+            ).squeeze(-1)
+        else:
+            raise ValueError(f"Unsupported IK method: {method}")
+
+        return delta_joint_pos
+
+    @staticmethod
+    def _matrix_to_pos_quat(mat):
+        """Convert a transformation matrix to position and quaternion.
+
+        Args:
+            mat (torch.Tensor): Transformation matrix tensor of shape (N, 4, 4).
+
+        Returns:
+            torch.Tensor: Concatenated position and quaternion tensor of shape (N, 7).
+        """
+        # Ensure mat is a batch of matrices
+        if mat.dim() == 2 and mat.shape == (4, 4):
+            mat = mat.unsqueeze(0)  # Convert (4, 4) to (1, 4, 4)
+        elif mat.dim() != 3 or mat.shape[1:] != (4, 4):
+            raise ValueError(
+                f"Expected mat to have shape (N, 4, 4), but got {mat.shape}"
+            )
+
+        # Extract position
+        pos = mat[:, :3, 3]
+
+        # Extract rotation matrix and convert to quaternion
+        rot_matrices = mat[:, :3, :3].cpu().numpy()  # Convert to NumPy for scipy
+        quats = Rotation.from_matrix(rot_matrices).as_quat()  # (N, 4), [x, y, z, w]
+
+        # Convert quaternion back to torch.Tensor and reorder to [w, x, y, z]
+        quats = torch.tensor(quats, device=mat.device, dtype=mat.dtype)  # (N, 4)
+        quats = quats[:, [3, 0, 1, 2]]  # Reorder to [w, x, y, z]
+
+        # Concatenate position and quaternion
+        return torch.cat([pos, quats], dim=1)
diff --git a/embodichain/lab/sim/solvers/null_space_posture_task.py b/embodichain/lab/sim/solvers/null_space_posture_task.py
new file mode 100644
index 00000000..13d4e590
--- /dev/null
+++ b/embodichain/lab/sim/solvers/null_space_posture_task.py
@@ -0,0 +1,270 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+
+import numpy as np
+from typing import List, Optional, Union, TYPE_CHECKING
+from embodichain.utils import logger
+
+try:
+    import pinocchio as pin
+except ImportError:
+    logger.log_warning("pinocchio not installed. Install with `pip install pin==2.7.0`")
+
+try:
+    from pink.configuration import Configuration
+    from pink.tasks import Task
+except ImportError:
+    logger.log_warning(
+        "pin-pink not installed. Install with `pip install pin-pink==3.4.0`"
+    )
+
+
+class NullSpacePostureTask(Task):
+    r"""Pink-based task that adds a posture objective that is in the null space projection of other tasks.
+
+    This task implements posture control in the null space of higher priority tasks
+    (typically end-effector pose tasks) within the Pink inverse kinematics framework.
+
+    **Mathematical Formulation:**
+
+    For details on Pink Inverse Kinematics optimization formulation visit: https://github.com/stephane-caron/pink
+
+    **Null Space Posture Task Implementation:**
+
+    This task consists of two components:
+
+    1. **Error Function**: The posture error is computed as:
+
+    .. math::
+
+        \mathbf{e}(\mathbf{q}) = \mathbf{M} \cdot (\mathbf{q}^* - \mathbf{q})
+
+    where:
+        - :math:`\mathbf{q}^*` is the target joint configuration
+        - :math:`\mathbf{q}` is the current joint configuration
+        - :math:`\mathbf{M}` is a joint selection mask matrix
+
+    2. **Jacobian Matrix**: The task Jacobian is the null space projector:
+
+    .. math::
+
+        \mathbf{J}_{\text{posture}}(\mathbf{q}) = \mathbf{N}(\mathbf{q}) = \mathbf{I} - \mathbf{J}_{\text{primary}}^+ \mathbf{J}_{\text{primary}}
+
+    where:
+        - :math:`\mathbf{J}_{\text{primary}}` is the combined Jacobian of all higher priority tasks
+        - :math:`\mathbf{J}_{\text{primary}}^+` is the pseudoinverse of the primary task Jacobian
+        - :math:`\mathbf{N}(\mathbf{q})` is the null space projector matrix
+
+    For example, if there are two frame tasks (e.g., controlling the pose of two end-effectors), the combined Jacobian
+    :math:`\mathbf{J}_{\text{primary}}` is constructed by stacking the individual Jacobians for each frame vertically:
+
+    .. math::
+
+        \mathbf{J}_{\text{primary}} =
+        \begin{bmatrix}
+            \mathbf{J}_1(\mathbf{q}) \\
+            \mathbf{J}_2(\mathbf{q})
+        \end{bmatrix}
+
+    where :math:`\mathbf{J}_1(\mathbf{q})` and :math:`\mathbf{J}_2(\mathbf{q})` are the Jacobians for the first and second frame tasks, respectively.
+
+    The null space projector ensures that joint velocities in the null space produce zero velocity
+    for the primary tasks: :math:`\mathbf{J}_{\text{primary}} \cdot \dot{\mathbf{q}}_{\text{null}} = \mathbf{0}`.
+
+    **Task Integration:**
+
+    When integrated into the Pink framework, this task contributes to the optimization as:
+
+    .. math::
+
+        \left\| \mathbf{N}(\mathbf{q}) \mathbf{v} + \mathbf{M} \cdot (\mathbf{q}^* - \mathbf{q}) \right\|_{W_{\text{posture}}}^2
+
+    This formulation allows the robot to maintain a desired posture while respecting the constraints
+    imposed by higher priority tasks (e.g., end-effector positioning).
+
+    """
+
+    def __init__(
+        self,
+        cost: float,
+        lm_damping: float = 0.0,
+        gain: float = 1.0,
+        controlled_frames: Optional[List[str]] = None,
+        controlled_joints: Optional[List[str]] = None,
+    ) -> None:
+        r"""Initialize the null space posture task.
+
+        This task maintains a desired joint posture in the null space of higher-priority
+        frame tasks. Joint selection allows excluding specific joints (e.g., wrist joints
+        in humanoid manipulation) to prevent large rotational ranges from overwhelming
+        errors in critical joints like shoulders and waist.
+
+        Args:
+            cost: Task weighting factor in the optimization objective.
+                Units: :math:`[\text{cost}] / [\text{rad}]`.
+            lm_damping: Levenberg-Marquardt regularization scale (unitless). Defaults to 0.0.
+            gain: Task gain :math:`\alpha \in [0, 1]` for low-pass filtering.
+                Defaults to 1.0 (no filtering).
+            controlled_frames: Frame names whose Jacobians define the primary tasks for
+                null space projection. If None or empty, no projection is applied.
+            controlled_joints: Joint names to control in the posture task. If None or
+                empty, all actuated joints are controlled.
+        """
+        super().__init__(cost=cost, gain=gain, lm_damping=lm_damping)
+        self.target_q: np.ndarray | None = None
+        self.controlled_frames: list[str] = controlled_frames or []
+        self.controlled_joints: list[str] = controlled_joints or []
+        self._joint_mask: np.ndarray | None = None
+        self._frame_names: list[str] | None = None
+
+    def __repr__(self) -> str:
+        """Human-readable representation of the task."""
+        return (
+            f"NullSpacePostureTask(cost={self.cost}, gain={self.gain}, lm_damping={self.lm_damping},"
+            f" controlled_frames={self.controlled_frames}, controlled_joints={self.controlled_joints})"
+        )
+
+    def _build_joint_mapping(self, configuration: Configuration) -> None:
+        """Build joint mask and cache frequently used values.
+
+        Creates a binary mask that selects which joints should be controlled
+        in the posture task.
+
+        Args:
+            configuration: Robot configuration containing the model and joint information.
+        """
+        # Create joint mask for full configuration size
+        self._joint_mask = np.zeros(configuration.model.nq)
+
+        # Create dictionary for joint names to indices (exclude root joint)
+        joint_names = configuration.model.names.tolist()[1:]
+
+        # Build joint mask efficiently
+        for i, joint_name in enumerate(joint_names):
+            if joint_name in self.controlled_joints:
+                self._joint_mask[i] = 1.0
+
+        # Cache frame names for performance
+        self._frame_names = list(self.controlled_frames)
+
+    def set_target(self, target_q: np.ndarray) -> None:
+        """Set target posture configuration.
+
+        Args:
+            target_q: Target vector in the configuration space. If the model
+                has a floating base, then this vector should include
+                floating-base coordinates (although they have no effect on the
+                posture task since only actuated joints are controlled).
+        """
+        self.target_q = target_q.copy()
+
+    def set_target_from_configuration(self, configuration: Configuration) -> None:
+        """Set target posture from a robot configuration.
+
+        Args:
+            configuration: Robot configuration whose joint angles will be used
+                as the target posture.
+        """
+        self.set_target(configuration.q)
+
+    def compute_error(self, configuration: Configuration) -> np.ndarray:
+        r"""Compute posture task error.
+
+        The error computation follows:
+
+        .. math::
+
+            \mathbf{e}(\mathbf{q}) = \mathbf{M} \cdot (\mathbf{q}^* - \mathbf{q})
+
+        where :math:`\mathbf{M}` is the joint selection mask and :math:`\mathbf{q}^* - \mathbf{q}`
+        is computed using Pinocchio's difference function to handle joint angle wrapping.
+
+        Args:
+            configuration: Robot configuration :math:`\mathbf{q}`.
+
+        Returns:
+            Posture task error :math:`\mathbf{e}(\mathbf{q})` with the same dimension
+            as the configuration vector, but with zeros for non-controlled joints.
+
+        Raises:
+            ValueError: If no posture target has been set.
+        """
+        if self.target_q is None:
+            raise ValueError("No posture target has been set. Call set_target() first.")
+
+        # Initialize joint mapping if needed
+        if self._joint_mask is None:
+            self._build_joint_mapping(configuration)
+
+        # Compute configuration difference using Pinocchio's difference function
+        # This handles joint angle wrapping correctly
+        err = pin.difference(
+            configuration.model,
+            self.target_q,
+            configuration.q,
+        )
+
+        # Apply pre-computed joint mask to select only controlled joints
+        return self._joint_mask * err
+
+    def compute_jacobian(self, configuration: Configuration) -> np.ndarray:
+        r"""Compute the null space projector Jacobian.
+
+        The null space projector is defined as:
+
+        .. math::
+
+            \mathbf{N}(\mathbf{q}) = \mathbf{I} - \mathbf{J}_{\text{primary}}^+ \mathbf{J}_{\text{primary}}
+
+        where:
+            - :math:`\mathbf{J}_{\text{primary}}` is the combined Jacobian of all controlled frames
+            - :math:`\mathbf{J}_{\text{primary}}^+` is the pseudoinverse of the primary task Jacobian
+            - :math:`\mathbf{I}` is the identity matrix
+
+        The null space projector ensures that joint velocities in the null space produce
+        zero velocity for the primary tasks: :math:`\mathbf{J}_{\text{primary}} \cdot \dot{\mathbf{q}}_{\text{null}} = \mathbf{0}`.
+
+        If no controlled frames are specified, returns the identity matrix.
+
+        Args:
+            configuration: Robot configuration :math:`\mathbf{q}`.
+
+        Returns:
+            Null space projector matrix :math:`\mathbf{N}(\mathbf{q})` with dimensions
+            :math:`n_q \times n_q` where :math:`n_q` is the number of configuration variables.
+        """
+        # Initialize joint mapping if needed
+        if self._frame_names is None:
+            self._build_joint_mapping(configuration)
+
+        # If no frame tasks are defined, return identity matrix (no null space projection)
+        if not self._frame_names:
+            return np.eye(configuration.model.nq)
+
+        # Get Jacobians for all frame tasks and combine them
+        J_frame_tasks = [
+            configuration.get_frame_jacobian(frame_name)
+            for frame_name in self._frame_names
+        ]
+        J_combined = np.concatenate(J_frame_tasks, axis=0)
+
+        # Compute null space projector: N = I - J^+ * J
+        N_combined = (
+            np.eye(J_combined.shape[1]) - np.linalg.pinv(J_combined) @ J_combined
+        )
+
+        return N_combined
diff --git a/embodichain/lab/sim/solvers/opw_solver.py b/embodichain/lab/sim/solvers/opw_solver.py
new file mode 100644
index 00000000..1dfd751e
--- /dev/null
+++ b/embodichain/lab/sim/solvers/opw_solver.py
@@ -0,0 +1,734 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+from itertools import product
+from typing import Optional, Union, Tuple, Any, Literal, TYPE_CHECKING
+from scipy.spatial.transform import Rotation
+
+from embodichain.utils import configclass, logger
+from embodichain.lab.sim.solvers import SolverCfg, BaseSolver
+from embodichain.utils.warp.kinematics.opw_solver import (
+    OPWparam,
+    opw_fk_kernel,
+    opw_ik_kernel,
+    opw_best_ik_kernel,
+    wp_vec6f,
+)
+from embodichain.utils.device_utils import standardize_device_string
+import warp as wp
+import polars as pl
+
+try:
+    from py_opw_kinematics import KinematicModel, Robot, EulerConvention
+except ImportError:
+    raise ImportError(
+        "py_opw_kinematics not installed. Install with `pip install py_opw_kinematics==0.1.6`"
+    )
+
+
+if TYPE_CHECKING:
+    from typing import Self
+
+
+def normalize_to_pi(angle):
+    angle = (angle + np.pi) % (2.0 * np.pi) - np.pi
+    return angle
+
+
+@configclass
+class OPWSolverCfg(SolverCfg):
+    """Configuration for OPW inverse kinematics controller."""
+
+    class_type: str = "OPWSolver"
+
+    # OPW-specific parameters
+    a1 = 0.0
+    a2 = -21.984
+    b = 0.0
+    c1 = 123.0
+    c2 = 285.03
+    c3 = 250.75
+    c4 = 91.0
+    offsets = (
+        0.0,
+        82.21350356417211 * np.pi / 180.0,
+        -167.21710113148163 * np.pi / 180.0,
+        0.0,
+        0.0,
+        0.0,
+    )
+    flip_axes = (False, False, False, False, False, False)
+    has_parallelogram = False
+
+    # Parameters for the inverse-kinematics method.
+    ik_params: Optional[dict] = None
+
+    def init_solver(
+        self, device: torch.device = torch.device("cpu"), **kwargs
+    ) -> "OPWSolver":
+        """Initialize the solver with the configuration.
+
+        Args:
+            device (torch.device): The device to use for the solver. Defaults to CPU.
+            n_sample (int): The number of environments for which the solver is initialized.
+            **kwargs: Additional keyword arguments that may be used for solver initialization.
+
+        Returns:
+            OPWSolver: An initialized solver instance.
+        """
+
+        solver = OPWSolver(cfg=self, device=device, **kwargs)
+
+        # Set the Tool Center Point (TCP) for the solver
+        if isinstance(self.tcp, torch.Tensor):
+            tcp = self.tcp.cpu().numpy()
+        else:
+            tcp = self.tcp
+        solver.set_tcp(tcp)
+
+        return solver
+
+
+class OPWSolver(BaseSolver):
+    r"""OPW inverse kinematics (IK) controller.
+
+    This controller implements OPW inverse kinematics using various methods for
+    computing the inverse of the Jacobian matrix.
+    """
+
+    def __init__(self, cfg: OPWSolverCfg, device: str = "cpu", **kwargs):
+        r"""Initializes the OPW kinematics solver.
+
+            This constructor sets up the kinematics solver using OPW methods,
+            allowing for efficient computation of robot kinematics based on
+            the specified URDF model.
+
+        Args:
+            cfg: The configuration for the solver.
+            device (str, optional): The device to use for the solver (e.g., "cpu" or "cuda"). Defaults to "cpu".
+            **kwargs: Additional keyword arguments passed to the base solver.
+
+        """
+        super().__init__(cfg=cfg, device=device, **kwargs)
+        if self.device.type == "cpu":
+            self._init_py_opw_kinematics_solver(cfg, **kwargs)
+        else:
+            self._init_warp_solver(cfg, **kwargs)
+        self.set_tcp(np.eye(4))
+
+    def _init_py_opw_kinematics_solver(self, cfg: OPWSolverCfg, **kwargs) -> None:
+        self.kinematic_model = KinematicModel(
+            a1=cfg.a1,
+            a2=cfg.a2,
+            b=cfg.b,
+            c1=cfg.c1,
+            c2=cfg.c2,
+            c3=cfg.c3,
+            c4=cfg.c4,
+            offsets=cfg.offsets,
+            flip_axes=cfg.flip_axes,
+            has_parallelogram=cfg.has_parallelogram,
+        )
+        self.euler_convention = EulerConvention("ZYX", extrinsic=False, degrees=False)
+        self.opw_robot = Robot(
+            self.kinematic_model, self.euler_convention, ee_rotation=(0, 0, 0)
+        )
+        if self.pk_serial_chain != "":
+            fk_dict = self.pk_serial_chain.forward_kinematics(
+                th=np.zeros(6), end_only=False
+            )
+            root_tf = fk_dict[list(fk_dict.keys())[0]]
+
+            self.root_base_xpos = root_tf.get_matrix().cpu().numpy()
+
+    def set_tcp(self, xpos: np.ndarray):
+        super().set_tcp(xpos)
+        if self.device.type != "cpu":
+            self._tcp_warp = wp.mat44f(self.tcp_xpos)
+            tcp_inv = np.eye(4, dtype=float)
+            tcp_inv[:3, :3] = self.tcp_xpos[:3, :3].T
+            tcp_inv[:3, 3] = -tcp_inv[:3, :3].T @ self.tcp_xpos[:3, 3]
+            self._tcp_inv_warp = wp.mat44f(tcp_inv)
+
+    def _init_warp_solver(self, cfg: OPWSolverCfg, **kwargs):
+        self.params = OPWparam()
+        # convert unit from mm to m, increate precision
+        self.params.a1 = cfg.a1 / 1000.0
+        self.params.a2 = cfg.a2 / 1000.0
+        self.params.b = cfg.b / 1000.0
+        self.params.c1 = cfg.c1 / 1000.0
+        self.params.c2 = cfg.c2 / 1000.0
+        self.params.c3 = cfg.c3 / 1000.0
+        self.params.c4 = cfg.c4 / 1000.0
+        self.offsets = wp.array(
+            cfg.offsets, dtype=float, device=standardize_device_string(self.device)
+        )
+        self.sign_corrections = wp.array(
+            [-1.0 if flip else 1.0 for flip in cfg.flip_axes],
+            dtype=float,
+            device=standardize_device_string(self.device),
+        )
+
+    def get_fk(self, qpos: torch.tensor, **kwargs) -> torch.tensor:
+        r"""
+        Computes the forward kinematics for the end-effector link.
+
+        Args:
+            qpos (torch.Tensor): Joint positions. Can be a single configuration (dof,) or a batch (batch_size, dof).
+            **kwargs: Additional keyword arguments for customization.
+
+        Returns:
+            torch.Tensor: The homogeneous transformation matrix of the end link with TCP applied.
+                        Shape is (4, 4) for single input, or (batch_size, 4, 4) for batch input.
+        """
+        if standardize_device_string(self.device) == "cpu":
+            return super().get_fk(qpos, **kwargs)
+        else:
+            return self.get_fk_warp(qpos, **kwargs)
+
+    def get_fk_warp(self, qpos: torch.tensor, **kwargs) -> torch.tensor:
+        r"""
+        Computes the forward kinematics for the end-effector link.
+
+        Args:
+            qpos (torch.Tensor): Joint positions. Can be a single configuration (dof,) or a batch (batch_size, dof).
+            **kwargs: Additional keyword arguments for customization.
+
+        Returns:
+            torch.Tensor: The homogeneous transformation matrix of the end link with TCP applied.
+                        Shape is (4, 4) for single input, or (batch_size, 4, 4) for batch input.
+        """
+        if qpos.shape == (6,):
+            qpos_batch = qpos[None, :]
+        else:
+            qpos_batch = qpos
+        n_sample = qpos_batch.shape[0]
+        qpos_wp = wp.from_torch(qpos_batch.reshape(-1))  # dtype=float, device="cuda")
+        # qpos_wp = wp.array(qpos_batch.detach().cpu().numpy().reshape(-1), dtype=float, device=self.device)
+        xpos_wp = wp.zeros(
+            n_sample * 16, dtype=float, device=standardize_device_string(self.device)
+        )
+        wp.launch(
+            kernel=opw_fk_kernel,
+            dim=(n_sample),
+            inputs=[
+                qpos_wp,
+                self._tcp_warp,
+                self.params,
+                self.offsets,
+                self.sign_corrections,
+            ],
+            outputs=[xpos_wp],
+            device=standardize_device_string(self.device),
+        )
+        xpos = wp.to_torch(xpos_wp).reshape(n_sample, 4, 4)
+        return xpos
+
+    def get_ik(
+        self,
+        target_xpos: torch.Tensor,
+        qpos_seed: torch.Tensor = None,
+        return_all_solutions: bool = False,
+        **kwargs,
+    ):
+        """Compute target joint positions using OPW inverse kinematics.
+
+        Args:
+            target_xpos (torch.Tensor): Current end-effector pose, shape (n_sample, 4, 4).
+            qpos_seed (torch.Tensor): Current joint positions, shape (n_sample, num_joints). Defaults to None.
+            return_all_solutions (bool, optional): Whether to return all IK solutions or just the best one. Defaults to False.
+            **kwargs: Additional keyword arguments for future extensions.
+
+        Returns:
+            Tuple[torch.Tensor, torch.Tensor]:
+                - target_joints (torch.Tensor): Computed target joint positions, shape (n_sample, num_joints).
+                - success (torch.Tensor): Boolean tensor indicating IK solution validity for each environment, shape (n_sample,).
+        """
+        if self.device.type == "cpu":
+            return self.get_ik_py_opw(
+                target_xpos, qpos_seed, return_all_solutions, **kwargs
+            )
+        else:
+            return self.get_ik_warp(
+                target_xpos, qpos_seed, return_all_solutions, **kwargs
+            )
+
+    def get_ik_warp(
+        self,
+        target_xpos: torch.Tensor,
+        qpos_seed: torch.Tensor,
+        return_all_solutions: bool = False,
+        **kwargs,
+    ):
+        """Compute target joint positions using OPW inverse kinematics.
+
+        Args:
+            target_xpos (torch.Tensor): Current end-effector pose, shape (n_sample, 4, 4).
+            qpos_seed (torch.Tensor): Current joint positions, shape (n_sample, num_joints).
+            return_all_solutions (bool, optional): Whether to return all IK solutions or just the best one. Defaults to False.
+            **kwargs: Additional keyword arguments for future extensions.
+
+        Returns:
+            Tuple[torch.Tensor, torch.Tensor]:
+                - target_joints (torch.Tensor): Computed target joint positions, shape (n_sample, n_solution, num_joints).
+                - success (torch.Tensor): Boolean tensor indicating IK solution validity for each environment, shape (n_sample,).
+        """
+        N_SOL = 8
+        DOF = 6
+        n_sample = target_xpos.shape[0]
+
+        if target_xpos.shape == (4, 4):
+            target_xpos_batch = target_xpos[None, :, :]
+        else:
+            target_xpos_batch = target_xpos
+        target_xpos_wp = wp.from_torch(target_xpos_batch.reshape(-1))
+
+        all_qpos_wp = wp.zeros(
+            n_sample * N_SOL * DOF,
+            dtype=float,
+            device=standardize_device_string(self.device),
+        )
+        all_ik_valid_wp = wp.zeros(
+            n_sample * N_SOL, dtype=int, device=standardize_device_string(self.device)
+        )
+
+        # TODO: whether require gradient
+        wp.launch(
+            kernel=opw_ik_kernel,
+            dim=(n_sample),
+            inputs=(
+                target_xpos_wp,
+                self._tcp_inv_warp,
+                self.params,
+                self.offsets,
+                self.sign_corrections,
+            ),
+            outputs=[all_qpos_wp, all_ik_valid_wp],
+            device=standardize_device_string(self.device),
+        )
+
+        if return_all_solutions:
+            all_qpos = wp.to_torch(all_qpos_wp).reshape(n_sample, N_SOL, DOF)
+            all_ik_valid = wp.to_torch(all_ik_valid_wp).reshape(n_sample, N_SOL)
+            return all_ik_valid, all_qpos
+
+        if qpos_seed is not None:
+            qpos_seed_wp = wp.from_torch(qpos_seed.reshape(-1))
+        else:
+            qpos_seed_wp = wp.zeros(
+                n_sample * DOF,
+                dtype=float,
+                device=standardize_device_string(self.device),
+            )
+        joint_weight = kwargs.get("joint_weight", torch.zeros(size=(DOF,), dtype=float))
+        joint_weight_wp = wp_vec6f(
+            joint_weight[0],
+            joint_weight[1],
+            joint_weight[2],
+            joint_weight[3],
+            joint_weight[4],
+            joint_weight[5],
+        )
+        best_ik_result_wp = wp.zeros(
+            n_sample * 6, dtype=float, device=standardize_device_string(self.device)
+        )
+        best_ik_valid_wp = wp.zeros(
+            n_sample, dtype=int, device=standardize_device_string(self.device)
+        )
+        wp.launch(
+            kernel=opw_best_ik_kernel,
+            dim=(n_sample),
+            inputs=[
+                all_qpos_wp,
+                all_ik_valid_wp,
+                qpos_seed_wp,
+                joint_weight_wp,
+            ],
+            outputs=[best_ik_result_wp, best_ik_valid_wp],
+            device=standardize_device_string(self.device),
+        )
+        best_ik_result = wp.to_torch(best_ik_result_wp).reshape(n_sample, 1, 6)
+        best_ik_valid = wp.to_torch(best_ik_valid_wp)
+        return best_ik_valid, best_ik_result
+
+    def get_ik_py_opw(
+        self,
+        target_xpos: torch.Tensor,
+        qpos_seed: torch.Tensor,
+        return_all_solutions: bool = False,
+        **kwargs,
+    ) -> Tuple[torch.Tensor, torch.Tensor]:
+        """Compute target joint positions using OPW inverse kinematics.
+
+        Args:
+            target_xpos (torch.Tensor): Current end-effector position, shape (n_sample, 3).
+            qpos_seed (torch.Tensor): Current joint positions, shape (n_sample, num_joints).
+            return_all_solutions (bool, optional): Whether to return all IK solutions or just the best one. Defaults to False.
+            **kwargs: Additional keyword arguments for future extensions.
+
+        Returns:
+            Tuple[torch.Tensor, torch.Tensor]:
+                - target_joints (torch.Tensor): Computed target joint positions, shape (n_sample, num_joints).
+                - success (torch.Tensor): Boolean tensor indicating IK solution validity for each environment, shape (n_sample,).
+        """
+        # TODO: opw solver can only get one solution at a time
+        DOF = 6
+        if qpos_seed is not None:
+            if isinstance(qpos_seed, torch.Tensor):
+                qpos_seed_np = qpos_seed.detach().cpu().numpy()
+            else:
+                qpos_seed_np = np.array(qpos_seed)
+        else:
+            qpos_seed_np = np.zeros(DOF)
+
+        if isinstance(target_xpos, torch.Tensor):
+            target_xpos = target_xpos.detach().cpu().numpy()
+
+        if target_xpos.shape == (4, 4):
+            target_xpos_batch = target_xpos[None, :, :]
+        else:
+            target_xpos_batch = target_xpos
+
+        # TODO: support root base transform
+        # target_xpos = self.root_base_xpos @ target_xpos
+        # compute_xpos = target_xpos @ np.linalg.inv(self.tcp_xpos)
+
+        # TODO: single version
+        # if target_xpos.ndim == 3:
+        #     target_xpos = target_xpos[0]
+        # position = np.array(compute_xpos[:3, 3]) * 1000
+        # rotation = Rotation.from_matrix(compute_xpos[:3, :3])
+        # rotation = rotation.as_euler("ZYX")
+        # solutions = self.opw_robot.inverse((position, rotation))
+        # if len(solutions) == 0:
+        #     logger.log_warning("OPWSolver failed: No solutions found.")
+        #     if return_all_solutions:
+        #         return torch.tensor([False]), torch.zeros((1, 1, 6))
+        #     else:
+        #         return torch.tensor([False]), torch.zeros((1, 6))
+
+        # ret, qpos = self._select_optimal_solution(
+        #     qpos_seed_np, solutions, weights=None, return_all_valid=return_all_solutions
+        # )
+        # if not ret or len(qpos) == 0:
+        #     logger.log_warning("No valid solutions found within joint limits.")
+        #     if return_all_solutions:
+        #         return torch.tensor([False]), torch.zeros((1, 1, 6))
+        #     else:
+        #         return torch.tensor([False]), torch.zeros((1, 6))
+
+        # if return_all_solutions:
+        #     # qpos: (N, 6) -> (1, N, 6)
+        #     qpos_tensor = torch.from_numpy(qpos).float().unsqueeze(0)
+        # else:
+        #     # qpos: (6,) -> (1, 6)
+        #     qpos_tensor = torch.from_numpy(qpos).float().reshape(1, 6)
+
+        x_list = []
+        y_list = []
+        z_list = []
+        a_list = []
+        b_list = []
+        c_list = []
+        for xpos in target_xpos_batch:
+            compute_xpos = xpos @ np.linalg.inv(self.tcp_xpos)
+            position = np.array(compute_xpos[:3, 3]) * 1000
+            rotation = Rotation.from_matrix(compute_xpos[:3, :3])
+            rotation = rotation.as_euler("ZYX")
+            x_list.append(position[0])
+            y_list.append(position[1])
+            z_list.append(position[2])
+            a_list.append(rotation[0])
+            b_list.append(rotation[1])
+            c_list.append(rotation[2])
+        poses = pl.DataFrame(
+            {
+                "X": x_list,
+                "Y": y_list,
+                "Z": z_list,
+                "A": a_list,
+                "B": b_list,
+                "C": c_list,
+            }
+        )
+        qpos_seed_np = qpos_seed_np.reshape(-1)[:DOF]
+        res = self.opw_robot.batch_inverse(current_joints=qpos_seed_np, poses=poses)
+        solutions = res.to_numpy().copy()
+        is_success = np.any(np.logical_not(np.isnan(solutions)), axis=1)
+        for i in range(solutions.shape[0]):
+            for j in range(solutions.shape[1]):
+                solutions[i, j] = normalize_to_pi(solutions[i, j])
+
+        if return_all_solutions:
+            logger.log_warning(
+                "return_all_solutions=True is not supported in OPWSolverCPUMode. Returning the best solution only."
+            )
+        qpos_tensor = torch.tensor(solutions, dtype=torch.float32, device=self.device)
+        qpos_tensor = qpos_tensor.reshape(-1, 1, DOF)
+        return torch.tensor(is_success), qpos_tensor
+
+    def _calculate_dynamic_weights(
+        self, current_joints, joint_limits, base_weights=None
+    ) -> np.ndarray:
+        r"""Calculate dynamic joint weights based on proximity to joint limits.
+
+        This function increases the weight of joints that are close to their limits, making the IK solver
+        penalize solutions that move joints near their boundaries. The closer a joint is to its limit,
+        the higher its weight will be, encouraging safer joint configurations.
+
+        Args:
+            current_joints (np.ndarray): Current joint positions, shape (6,).
+            joint_limits (list or np.ndarray): List of (min, max) tuples for each joint, shape (6, 2).
+            base_weights (np.ndarray, optional): Base weights for each joint, shape (6,). Defaults to ones.
+
+        Returns:
+            np.ndarray: Dynamic weights for each joint, shape (6,).
+        """
+        if base_weights is None:
+            base_weights = np.ones(6)
+
+        dynamic_weights = np.copy(base_weights)
+        for i in range(6):
+            cj = current_joints[i]
+            if isinstance(cj, np.ndarray):
+                if cj.size == 1:
+                    cj = float(cj)
+                else:
+                    cj = float(cj.flat[0])
+            jl_min = joint_limits[i][0]
+            jl_max = joint_limits[i][1]
+            range_size = jl_max - jl_min
+            distance_to_min = cj - jl_min
+            distance_to_max = jl_max - cj
+
+            min_ratio = distance_to_min / range_size
+            max_ratio = distance_to_max / range_size
+            danger_ratio = min(float(min_ratio), float(max_ratio))
+            if danger_ratio < 0.2:
+                dynamic_weights[i] *= 5.0
+            elif danger_ratio < 0.4:
+                dynamic_weights[i] *= 2.0
+
+        return dynamic_weights
+
+    def _select_optimal_solution(
+        self,
+        current_joints,
+        all_solutions,
+        joint_limits=None,
+        weights=None,
+        prev_joints=None,
+        return_all_valid=False,
+    ) -> Tuple[bool, np.ndarray]:
+        r"""Select the optimal IK solution based on joint limits and weighted differences.
+
+        Args:
+            current_joints (np.ndarray): Current joint positions in radians, shape=(6,)
+            all_solutions (List[np.ndarray]): List of all possible IK solutions, each solution has shape=(6,)
+            joint_limits (List[Tuple], optional): Joint limits list [(min1,max1),...,(min6,max6)]. Defaults to None.
+            weights (np.ndarray, optional): Weight coefficients for each joint, shape=(6,). Defaults to None.
+            prev_joints (np.ndarray, optional): Previous joint positions in radians, shape=(6,). Defaults to None.
+            return_all_valid (bool, optional): If True, return all valid solutions instead of just the optimal one. Defaults to False.
+
+        Returns:
+            Tuple[bool, np.ndarray]: A tuple containing:
+                - Success flag (True if solution found)
+                - Joint angles of the optimal solution (single solution) or all valid solutions (if return_all_valid=True)
+        """
+        # Input validation
+        if current_joints is None or all_solutions is None:
+            return False, np.array([])
+
+        # Convert inputs to numpy arrays
+        current_joints = np.asarray(current_joints).reshape(-1)
+        all_solutions = [(np.asarray(sol)) for sol in all_solutions]
+
+        # Set default joint limits if none provided
+        if joint_limits is None:
+            joint_limits = [
+                (-np.pi, np.pi),  # joint 1
+                (-np.pi, np.pi),  # joint 2
+                (-np.pi, np.pi),  # joint 3
+                (-np.pi, np.pi),  # joint 4
+                (-np.pi, np.pi),  # joint 5
+                (-np.pi, np.pi),  # joint 6
+            ]
+
+        # TODO: support funciton to setting safty margin
+        # SAFETY_MARGIN = np.radians(5.0)
+        # joint_limits = [
+        #     (-2.618 + SAFETY_MARGIN, 2.618 - SAFETY_MARGIN),  # 约(-145.5°+5°, 124.2°-5°)
+        #     (0.0 + SAFETY_MARGIN, 3.14 - SAFETY_MARGIN),  # 约(0°+5°, 180°-5°)
+        #     (-2.967 + SAFETY_MARGIN, 0.0 - SAFETY_MARGIN),  # 约(-170°+5°, 0°-5°)
+        #     (-1.745 + SAFETY_MARGIN, 1.745 - SAFETY_MARGIN),  # 约(-100°+5°, 100°-5°)
+        #     (-1.22 + SAFETY_MARGIN, 1.22 - SAFETY_MARGIN),  # 约(-70°+5°, 70°-5°)
+        #     (-2.0944 + SAFETY_MARGIN, 2.0944 - SAFETY_MARGIN),  # 约(-120°+5°, 120°-5°)
+        # ]
+
+        # Handle empty solution case
+        if len(all_solutions) == 0:
+            logger.log_warning("No available solutions found.")
+            return None, np.array([])
+
+        # Set default weights if none provided
+        if weights is None:
+            weights = np.ones(6)
+        else:
+            weights = np.asarray(weights)
+
+        # Initialize previous joints if not provided
+        if prev_joints is None:
+            prev_joints = current_joints
+        else:
+            prev_joints = np.asarray(prev_joints)
+
+        # Ensure we only work with first 6 joints
+        current_joints = current_joints[:6]
+        prev_joints = prev_joints[:6]
+
+        # Calculate dynamic weights considering joint limits
+        dynamic_weights = self._calculate_dynamic_weights(
+            current_joints, joint_limits, weights
+        )
+
+        # Initialize variables for tracking best solution and all valid solutions with scores
+        best_score = float("inf")
+        best_qpos = None
+        all_valid_solutions = []  # List of (solution, score) tuples for sorting
+
+        # Evaluate each IK solution
+        for q in all_solutions:
+            possible_arrays = []
+            valid_solution = True
+
+            # Generate possible joint values considering 2π periodicity
+            for i in range(6):
+                current_possible_values = []
+                # Determine previous movement direction
+                prev_move = current_joints[i] - prev_joints[i]
+
+                # Prefer offsets in the same direction as previous movement
+                preferred_offsets = range(0, 3) if prev_move >= 0 else range(-2, 1)
+                for offset in preferred_offsets:
+                    adjusted_value = q[i] + offset * (2 * np.pi)
+                    if joint_limits[i][0] <= adjusted_value <= joint_limits[i][1]:
+                        current_possible_values.append(adjusted_value)
+
+                # If no values found in preferred direction, try all directions
+                if not current_possible_values:
+                    for offset in range(-2, 3):
+                        adjusted_value = q[i] + offset * (2 * np.pi)
+                        if joint_limits[i][0] <= adjusted_value <= joint_limits[i][1]:
+                            current_possible_values.append(adjusted_value)
+
+                # If still no valid values, mark solution as invalid
+                if not current_possible_values:
+                    valid_solution = False
+                    break
+
+                possible_arrays.append(current_possible_values)
+
+            # Skip invalid solutions
+            if not valid_solution:
+                continue
+
+            # Helper function to safely normalize weights
+            def safe_normalize(weights):
+                max_weight = np.max(weights)
+                if max_weight > 0:
+                    return weights / max_weight
+                return np.zeros_like(weights)
+
+            # Evaluate all combinations of possible joint values
+            for combination in product(*possible_arrays):
+                solution = np.array(combination)
+                if solution.size != 6:
+                    continue
+
+                solution = solution.reshape(current_joints.shape)
+
+                # Calculate optimization score for this solution
+                # 1. Position difference penalty (weighted squared difference)
+                pos_diff = np.sum((solution - current_joints) ** 2 * dynamic_weights)
+
+                # 2. Joint limit proximity penalty
+                limit_penalty = 0
+                for i in range(6):
+                    margin = 0.05  # 5% safety margin
+                    # Calculate safe operating range
+                    lower = joint_limits[i][0] + margin * (
+                        joint_limits[i][1] - joint_limits[i][0]
+                    )
+                    upper = joint_limits[i][1] - margin * (
+                        joint_limits[i][1] - joint_limits[i][0]
+                    )
+
+                    # Apply penalty if near joint limits
+                    if solution[i] < lower or solution[i] > upper:
+                        normalized_weights = safe_normalize(dynamic_weights)
+                        limit_penalty += 5.0 * (1 - normalized_weights[i])
+
+                # 3. Direction change penalty (for avoiding sign flips)
+                direction_penalty = 0
+                for i in range(6):
+                    prev_move = current_joints[i] - prev_joints[i]
+                    current_move = solution[i] - current_joints[i]
+                    # Penalize direction reversals
+                    if prev_move * current_move < 0:  # Opposite signs
+                        direction_penalty += (
+                            abs(current_move) * dynamic_weights[i] * 2.0
+                        )
+
+                # 4. Velocity continuity penalty (for smooth motion)
+                velocity_penalty = 0
+                for i in range(6):
+                    prev_vel = current_joints[i] - prev_joints[i]
+                    current_vel = solution[i] - current_joints[i]
+                    accel = abs(current_vel - prev_vel)
+                    # Penalize excessive acceleration (>30°/s²)
+                    if accel > np.radians(30):
+                        velocity_penalty += accel * dynamic_weights[i] * 5.0
+
+                # Combine all penalty terms
+                total_score = (
+                    pos_diff + limit_penalty + direction_penalty + velocity_penalty
+                )
+
+                # Add to valid solutions list with score (for sorting when return_all_valid=True)
+                all_valid_solutions.append((solution.copy(), total_score))
+
+                # Update best solution if current one is better (for single solution return)
+                if total_score < best_score:
+                    best_score = total_score
+                    best_qpos = solution.copy()
+
+        # Return results based on what was requested
+        if return_all_valid:
+            if len(all_valid_solutions) == 0:
+                return False, np.array([])
+
+            # Sort solutions by score (ascending order - lower score is better)
+            all_valid_solutions.sort(key=lambda x: x[1])
+
+            # Extract only the solutions (remove scores)
+            sorted_solutions = np.array([sol[0] for sol in all_valid_solutions])
+            return True, sorted_solutions
+        else:
+            if best_qpos is None:
+                return False, np.array([])
+            return True, best_qpos
diff --git a/embodichain/lab/sim/solvers/pink_solver.py b/embodichain/lab/sim/solvers/pink_solver.py
new file mode 100644
index 00000000..b9d74a5f
--- /dev/null
+++ b/embodichain/lab/sim/solvers/pink_solver.py
@@ -0,0 +1,417 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import torch
+import numpy as np
+from typing import List, Optional, Tuple, Union, TYPE_CHECKING
+from embodichain.utils import logger
+
+from embodichain.lab.sim.utility.import_utils import (
+    lazy_import_pinocchio,
+    lazy_import_pink,
+)
+
+from embodichain.utils import configclass, logger
+from embodichain.lab.sim.solvers import SolverCfg, BaseSolver
+
+from embodichain.utils.string import (
+    is_regular_expression,
+    resolve_matching_names_values,
+)
+
+if TYPE_CHECKING:
+    from typing import Self
+
+
+@configclass
+class PinkSolverCfg(SolverCfg):
+    """Configuration for Pink IK Solver."""
+
+    class_type: str = "PinkSolver"
+
+    # Solver iteration parameters
+    pos_eps: float = 5e-4  # Tolerance for convergence for position
+    rot_eps: float = 5e-4  # Tolerance for convergence for rotation
+    max_iterations: int = 1000  # Maximum number of iterations for the solver
+    dt: float = 0.1  # Time step for numerical integration
+    damp: float = 1e-6  # Damping factor to prevent numerical instability
+
+    # Constraint configuration
+    is_only_position_constraint: bool = (
+        False  # Whether to only consider position constraints
+    )
+
+    # Path to the mesh files associated with the robot. These files are also loaded by Pinocchio's `robot_wrapper.BuildFromURDF`.
+    mesh_path: Optional[str] = None
+
+    # A list of tasks for the Pink IK controller. These tasks are controllable by the env action.
+    # These tasks can be used to control the pose of a frame or the angles of joints.
+    # For more details, visit: https://github.com/stephane-caron/pink
+    variable_input_tasks: List["pink.tasks.FrameTask"] = None
+
+    # A list of tasks for the Pink IK controller. These tasks are fixed and not controllable by the env action.
+    # These tasks can be used to fix the pose of a frame or the angles of joints to a desired configuration.
+    # For more details, visit: https://github.com/stephane-caron/pink
+    fixed_input_tasks: List["pink.tasks.FrameTask"] = None
+
+    # Show warning if IK solver fails to find a solution.
+    show_ik_warnings: bool = True
+
+    # If True, the Pink IK solver will fail and raise an error if any joint limit is violated during optimization.
+    # PinkSolver will handle the error by setting the last joint positions.
+    # If False, the solver will ignore joint limit violations and return the closest solution found.
+    fail_on_joint_limit_violation: bool = True
+
+    # Solver options:
+    # "clarabel": High-performance SOCP solver written in Rust.
+    #   - Suitable for large-scale problems.
+    #   - Fast and supports sparse matrices.
+    #
+    # "ecos": Efficient SOCP solver for small to medium-scale problems.
+    #   - Fast and memory-efficient.
+    #
+    # "osqp": Quadratic programming solver based on ADMM.
+    #   - Ideal for sparse and large-scale QP problems.
+    #   - Numerically stable and widely used in robotics/control.
+    #
+    # "proxqp": C++ solver for dense and sparse QP problems.
+    #   - Optimized for real-time applications.
+    #
+    # "scs": Solver for linear cone programming and SOCP.
+    #   - Suitable for large-scale problems with low precision requirements.
+    #
+    # "daqp": Specialized QP solver for real-time and embedded systems.
+    #   - Designed for fast and reliable quadratic programming.
+    solver_type = "osqp"
+
+    def init_solver(self, **kwargs) -> "PinkSolver":
+        """Initialize the solver with the configuration.
+
+        Args:
+            **kwargs: Additional keyword arguments that may be used for solver initialization.
+
+        Returns:
+            PinkSolver: An initialized solver instance.
+        """
+
+        solver = PinkSolver(cfg=self, **kwargs)
+
+        # Set the Tool Center Point (TCP) for the solver
+        if isinstance(self.tcp, torch.Tensor):
+            tcp = self.tcp.cpu().numpy()
+        else:
+            tcp = self.tcp
+
+        solver.set_tcp(tcp)
+
+        return solver
+
+
+class PinkSolver(BaseSolver):
+    """Standalone implementation of Pink IK Solver."""
+
+    def __init__(self, cfg: PinkSolverCfg, **kwargs):
+        """Initialize the solver with the configuration.
+
+        Args:
+            **kwargs: Additional keyword arguments that may be used for solver initialization.
+
+        Returns:
+            PinkSolver: An initialized solver instance.
+        """
+        super().__init__(cfg=cfg, **kwargs)
+
+        self.pin = lazy_import_pinocchio()
+        self.pink = lazy_import_pink()
+
+        from embodichain.lab.sim.solvers.null_space_posture_task import (
+            NullSpacePostureTask,
+        )
+
+        self.tcp = cfg.tcp
+
+        if cfg.mesh_path is None:
+            urdf_dir = os.path.dirname(cfg.urdf_path)
+            cfg.mesh_path = urdf_dir
+
+        # Initialize robot model
+        self.entire_robot = self.pin.RobotWrapper.BuildFromURDF(
+            self.cfg.urdf_path, self.cfg.mesh_path, root_joint=None
+        )
+
+        self.pink_joint_names = self.entire_robot.model.names.tolist()[
+            1:
+        ]  # Exclude 'universe' joint
+
+        self.pink_dof = (
+            self.entire_robot.model.njoints - 1
+        )  # Degrees of freedom of robot joints
+
+        # Get reduced robot model
+        self.robot = self._get_reduce_robot()
+
+        # Initialize Pink configuration
+        self.pink_cfg = self.pink.configuration.Configuration(
+            self.robot.model, self.robot.data, self.robot.q0
+        )
+
+        if self.cfg.variable_input_tasks is None:
+            self.cfg.variable_input_tasks = [
+                self.pink.tasks.FrameTask(
+                    frame=self.cfg.end_link_name,  # Frame name (use actual frame name from URDF)
+                    position_cost=1.0,  # Position cost weight
+                    orientation_cost=1.0,  # Orientation cost weight
+                )
+            ]
+
+        if self.cfg.fixed_input_tasks is None:
+            self.cfg.fixed_input_tasks = []
+
+        # Set default targets for tasks
+        for task in self.cfg.variable_input_tasks:
+            if isinstance(task, NullSpacePostureTask):
+                task.set_target(self.init_qpos)
+                continue
+            task.set_target_from_configuration(self.pink_cfg)
+        for task in self.cfg.fixed_input_tasks:
+            task.set_target_from_configuration(self.pink_cfg)
+
+        # Create joint name mappings if provided
+        if self.cfg.joint_names:
+            pink_joint_names = self.robot.model.names.tolist()[
+                1:
+            ]  # Exclude 'universe' joint
+            self.dexsim_to_pink_ordering = [
+                self.cfg.joint_names.index(pink_joint)
+                for pink_joint in pink_joint_names
+            ]
+            self.pink_to_dexsim_ordering = [
+                pink_joint_names.index(isaac_joint)
+                for isaac_joint in self.cfg.joint_names
+            ]
+        else:
+            self.dexsim_to_pink_ordering = None
+            self.pink_to_dexsim_ordering = None
+
+    def _get_reduce_robot(self) -> "pin.RobotWrapper":
+        """Build a reduced robot model by locking all joints except those in self.joint_names.
+
+        Returns:
+            pin.RobotWrapper: The reduced robot model with specified joints unlocked.
+        """
+        pink_joint_names = self.entire_robot.model.names.tolist()
+
+        # Lock all joints except those in self.joint_names and 'universe'
+        fixed_joint_names = [
+            name
+            for name in pink_joint_names
+            if name not in self.joint_names and name != "universe"
+        ]
+
+        reduced_robot = self.entire_robot.buildReducedRobot(
+            list_of_joints_to_lock=fixed_joint_names
+        )
+        return reduced_robot
+
+    def reorder_array(
+        self, input_array: List[float], reordering_array: List[int]
+    ) -> List[float]:
+        """Reorder array elements based on provided indices.
+
+        Args:
+            input_array: Array to reorder
+            reordering_array: Indices for reordering
+
+        Returns:
+            Reordered array
+        """
+        return [input_array[i] for i in reordering_array]
+
+    def update_null_space_joint_targets(self, current_qpos: np.ndarray):
+        """Update the null space joint targets.
+
+        This method updates the target joint positions for null space posture tasks based on the current
+        joint configuration. This is useful for maintaining desired joint configurations when the primary
+        task allows redundancy.
+
+        Args:
+            current_qpos: The current joint positions of shape (num_joints,).
+        """
+        from embodichain.lab.sim.solvers.null_space_posture_task import (
+            NullSpacePostureTask,
+        )
+
+        for task in self.cfg.variable_input_tasks:
+            if isinstance(task, NullSpacePostureTask):
+                task.set_target(current_qpos)
+
+    def get_ik(
+        self,
+        target_xpos: Optional[Union[torch.Tensor, np.ndarray]],
+        qpos_seed: Optional[Union[torch.Tensor, np.ndarray]] = None,
+        return_all_solutions: bool = False,
+        **kwargs,
+    ) -> Tuple[torch.Tensor, torch.Tensor]:
+        """Compute target joint positions using inverse kinematics.
+
+        Args:
+            target_pose (Optional[Union[torch.Tensor, np.ndarray]]): Target end-effector pose
+            qpos_seed (Optional[Union[torch.Tensor, np.ndarray]]): Seed joint positions
+            return_all_solutions (bool, optional): Whether to return all IK solutions or just the best one. Defaults to False.
+            **kwargs: Additional keyword arguments for future extensions.
+
+        Returns:
+            Target joint positions. (n_sample, 1, dof) of float.
+        """
+        if qpos_seed is None:
+            qpos_seed = np.zeros(self.dof)
+
+        if isinstance(qpos_seed, torch.Tensor):
+            qpos_seed = qpos_seed.detach().cpu().numpy()
+        if qpos_seed.ndim > 1:
+            qpos_seed = qpos_seed.flatten()
+
+        if target_xpos.ndim == 2:
+            target_xpos = target_xpos.unsqueeze(0)
+        if isinstance(target_xpos, torch.Tensor):
+            target_xpos = target_xpos.detach().cpu().numpy()
+
+        if target_xpos.shape == (1, 4, 4):
+            target_xpos = target_xpos[0]
+
+        if target_xpos.shape == (4, 4):
+            xpos = self.pin.SE3(target_xpos)
+        else:
+            raise ValueError(
+                f"target_xpos shape {target_xpos.shape} not supported for SE3 construction."
+            )
+
+        self.cfg.variable_input_tasks[0].set_target(xpos)
+
+        # Handle joint ordering if mapping provided
+        if self.dexsim_to_pink_ordering:
+            qpos_pink = np.array(
+                self.reorder_array(qpos_seed, self.dexsim_to_pink_ordering)
+            )
+        else:
+            qpos_pink = np.array(qpos_seed)
+
+        # Update configuration with current joint positions
+        self.pink_cfg.update(qpos_pink)
+
+        tasks = self.cfg.variable_input_tasks + self.cfg.fixed_input_tasks
+
+        try:
+            num_iter = 1 if self.cfg.max_iterations == 1 else self.cfg.max_iterations
+
+            for i in range(num_iter):
+                # Solve IK to get joint velocities
+                velocity = self.pink.solve_ik(
+                    configuration=self.pink_cfg,
+                    tasks=tasks,
+                    damping=self.cfg.damp,
+                    dt=self.cfg.dt,
+                    solver=self.cfg.solver_type,
+                    safety_break=self.cfg.fail_on_joint_limit_violation,
+                )
+                self.pink_cfg.integrate_inplace(velocity, self.cfg.dt)
+                err = self.cfg.variable_input_tasks[0].compute_error(self.pink_cfg)
+
+                # Compute joint position changes
+                # Update joint positions
+                # delta_q = velocity * self.cfg.dt
+                # self.pink_cfg.update(delta_q)
+                # logger.log_warning(f"Iteration {i}, error: {err}, delta_q: {delta_q}")
+                pos_achieved = np.linalg.norm(err[:3]) <= self.cfg.pos_eps
+
+                if self.cfg.is_only_position_constraint:
+                    if pos_achieved:
+                        break
+                else:
+                    ori_achieved = np.linalg.norm(err[3:]) <= self.cfg.rot_eps
+                    if pos_achieved and ori_achieved:
+                        break
+
+        # except NoSolutionFound as e:
+        except (AssertionError, Exception) as e:
+            # Print warning and return the current joint positions as the target
+            # Not using omni.log since its not available in CI during docs build
+            if self.cfg.show_ik_warnings:
+                logger.log_warning(
+                    "Warning: IK quadratic solver could not find a solution! Did not update the target joint"
+                    f" positions.\nError: {e}"
+                )
+            return torch.tensor(False, dtype=torch.bool), torch.tensor(
+                qpos_seed, device=self.device, dtype=torch.float32
+            )
+
+        qpos = torch.tensor(
+            self.pink_cfg.q[self.pink_to_dexsim_ordering],
+            device=self.device,
+            dtype=torch.float32,
+        )
+
+        if return_all_solutions:
+            logger.log_warning(
+                "return_all_solutions=True is not supported in DifferentialSolver. Returning the best solution only."
+            )
+
+        # Add the velocity changes to the current joint positions to get the target joint positions
+        # target_qpos = torch.add(
+        #     qvel_dexsim,
+        #     torch.tensor(joint_seed, device=self.device, dtype=torch.float32),
+        # )
+        dof = qpos.shape[-1]
+        qpos = qpos.reshape(-1, 1, dof)
+        return torch.tensor(True, dtype=torch.bool), qpos
+
+    def _get_fk(
+        self,
+        qpos: Optional[Union[torch.Tensor, np.ndarray]],
+        **kwargs,
+    ) -> torch.tensor:
+        """Compute the forward kinematics for the robot given joint positions.
+
+        Args:
+            qpos (torch.Tensor or np.ndarray): Joint positions, shape should be (nq,).
+            **kwargs: Additional keyword arguments (not used).
+
+        Returns:
+            torch.Tensor: The homogeneous transformation matrix (4x4) of the end-effector (after applying TCP).
+        """
+        if isinstance(qpos, torch.Tensor):
+            qpos_np = qpos.detach().cpu().numpy()
+        else:
+            qpos_np = np.array(qpos)
+
+        qpos_np = np.squeeze(qpos_np)
+        if qpos_np.ndim != 1:
+            raise ValueError(f"qpos shape must be (nq,), but got {qpos_np.shape}")
+
+        self.pin.forwardKinematics(self.robot.model, self.robot.data, qpos_np)
+
+        # Retrieve the pose of the specified link
+        frame_index = self.robot.model.getFrameId(self.end_link_name)
+        joint_index = self.robot.model.frames[frame_index].parent
+        xpos_se3 = self.robot.data.oMi.tolist()[joint_index]
+
+        xpos = np.eye(4)
+        xpos[:3, :3] = xpos_se3.rotation
+        xpos[:3, 3] = xpos_se3.translation.T
+
+        result = np.dot(xpos, self.tcp_xpos)
+        return torch.from_numpy(result)
diff --git a/embodichain/lab/sim/solvers/pinocchio_solver.py b/embodichain/lab/sim/solvers/pinocchio_solver.py
new file mode 100644
index 00000000..719fabbe
--- /dev/null
+++ b/embodichain/lab/sim/solvers/pinocchio_solver.py
@@ -0,0 +1,644 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import torch
+import numpy as np
+from typing import Optional, Union, Tuple, Any, List, TYPE_CHECKING
+from itertools import product
+from copy import deepcopy
+
+from embodichain.utils import configclass, logger
+from embodichain.lab.sim.solvers import SolverCfg, BaseSolver
+
+from embodichain.lab.sim.utility.import_utils import (
+    lazy_import_pinocchio,
+    lazy_import_casadi,
+    # lazy_import_pinocchio_casadi,
+)
+
+
+if TYPE_CHECKING:
+    from typing import Self
+
+
+@configclass
+class PinocchioSolverCfg(SolverCfg):
+
+    class_type: str = "PinocchioSolver"
+
+    mesh_path: str = None
+
+    # Solver iteration parameters
+    pos_eps: float = 5e-4  # Tolerance for convergence for position
+    rot_eps: float = 5e-4  # Tolerance for convergence for rotation
+    max_iterations: int = 1000  # Maximum number of iterations for the solver
+    dt: float = 0.1  # Time step for numerical integration
+    damp: float = 1e-6  # Damping factor to prevent numerical instability
+
+    # Constraint configuration
+    is_only_position_constraint: bool = (
+        False  # Whether to only consider position constraints
+    )
+
+    # Sampling configuration
+    num_samples: int = (
+        30  # Number of samples to generate different joint seeds for IK iterations
+    )
+
+    def init_solver(self, **kwargs) -> "PinocchioSolver":
+        """Initialize the solver with the configuration.
+
+        Args:
+            **kwargs: Additional keyword arguments that may be used for solver initialization.
+
+        Returns:
+            PinocchioSolver: An initialized solver instance.
+        """
+
+        solver = PinocchioSolver(cfg=self, **kwargs)
+
+        # Set the Tool Center Point (TCP) for the solver
+        if isinstance(self.tcp, torch.Tensor):
+            tcp = self.tcp.cpu().numpy()
+        else:
+            tcp = self.tcp
+
+        solver.set_tcp(tcp)
+
+        return solver
+
+
+class PinocchioSolver(BaseSolver):
+    def __init__(self, cfg: PinocchioSolverCfg, **kwargs):
+        super().__init__(cfg=cfg, **kwargs)
+
+        self.pin = lazy_import_pinocchio()
+        self.casadi = lazy_import_casadi()
+        # self.cpin = lazy_import_pinocchio_casadi()
+
+        # Set Tool Center Point (TCP)
+        self.tcp = cfg.tcp
+
+        # Set IK solver parameters
+        self.pos_eps = cfg.pos_eps
+        self.rot_eps = cfg.rot_eps
+        self.max_iterations = cfg.max_iterations
+        self.dt = cfg.dt
+        self.damp = cfg.damp
+        self.is_only_position_constraint = cfg.is_only_position_constraint
+        self.num_samples = cfg.num_samples
+
+        # Set mesh path if not provided
+        if cfg.mesh_path is None:
+            urdf_dir = os.path.dirname(cfg.urdf_path)
+            cfg.mesh_path = urdf_dir
+
+        # Load full robot model from URDF
+        self.entire_robot = self.pin.RobotWrapper.BuildFromURDF(
+            cfg.urdf_path, cfg.mesh_path, root_joint=None
+        )
+
+        # Get all joint names and degrees of freedom (excluding 'universe')
+        self.all_joint_names = self.entire_robot.model.names.tolist()[
+            1:
+        ]  # Exclude 'universe' joint
+        self.all_dof = (
+            self.entire_robot.model.njoints - 1
+        )  # Degrees of freedom of robot joints
+
+        # Build reduced robot model (only relevant joints unlocked)
+        self.robot = self._get_reduce_robot()
+        self.joint_names = self.robot.model.names.tolist()[
+            1:
+        ]  # Exclude 'universe' joint
+        self.dof = (
+            self.robot.model.njoints - 1
+        )  # Degrees of freedom of reduced robot joints
+
+        self.upper_position_limits = self.robot.model.upperPositionLimit
+        self.lower_position_limits = self.robot.model.lowerPositionLimit
+
+        self.ik_nearest_weight = np.ones(self.dof)
+
+        # TODO: The Casadi-based solver is currently disabled due to stability issues.
+        # Note: Casadi-based optimization is currently prone to divergence and requires further debugging and optimization.
+        if __debug__ and False:
+            # Creating Casadi models and data for symbolic computing
+            self.cmodel = self.cpin.Model(self.robot.model)
+            self.cdata = self.cmodel.createData()
+            self.cq = self.casadi.SX.sym("q", self.robot.model.nq, 1)
+            self.cTf = self.casadi.SX.sym("Tf", 4, 4)
+            self.cpin.framesForwardKinematics(self.cmodel, self.cdata, self.cq)
+            self.ee_id = self.robot.model.getFrameId(self.end_link_name)
+
+            # Define error functions for position and orientation
+            self.translational_error = self.casadi.Function(
+                "translational_error",
+                [self.cq, self.cTf],
+                [self.cdata.oMf[self.ee_id].translation - self.cTf[:3, 3]],
+            )
+            self.rotational_error = self.casadi.Function(
+                "rotational_error",
+                [self.cq, self.cTf],
+                [
+                    self.cpin.log3(
+                        self.cdata.oMf[self.ee_id].rotation @ self.cTf[:3, :3].T
+                    )
+                ],
+            )
+
+            # Set up CasADi optimization problem
+            self.opti = self.casadi.Opti()
+            self.var_q = self.opti.variable(self.robot.model.nq)
+            self.var_q_last = self.opti.parameter(self.robot.model.nq)
+            self.param_tf = self.opti.parameter(4, 4)
+            self.translational_cost = self.casadi.sumsqr(
+                self.translational_error(self.var_q, self.param_tf)
+            )
+            self.rotation_cost = self.casadi.sumsqr(
+                self.rotational_error(self.var_q, self.param_tf)
+            )
+            self.regularization_cost = self.casadi.sumsqr(self.var_q)
+            self.smooth_cost = self.casadi.sumsqr(self.var_q - self.var_q_last)
+
+            # Add joint position constraints to ensure the solution stays within physical joint limits.
+            self.opti.subject_to(
+                self.opti.bounded(
+                    self.robot.model.lowerPositionLimit,
+                    self.var_q,
+                    self.robot.model.upperPositionLimit,
+                )
+            )
+
+            # Define the objective function for IK optimization:
+            # - Prioritize end-effector position accuracy (high weight)
+            # - Include orientation accuracy
+            # - Add regularization to avoid extreme joint values
+            # - Encourage smoothness between consecutive solutions
+            self.opti.minimize(
+                100 * self.translational_cost
+                + 50 * self.rotation_cost
+                + 0.02 * self.regularization_cost
+                + 0.1 * self.smooth_cost
+            )
+
+            # Set solver options for IPOPT
+            opts = {
+                "ipopt": {
+                    "print_level": 0,
+                    "max_iter": self.max_iterations,
+                    "tol": self.pos_eps,
+                },
+                "print_time": False,
+                "calc_lam_p": True,
+            }
+            self.opti.solver("ipopt", opts)
+
+        # Initialize joint positions to zero
+        self.init_qpos = np.zeros(self.robot.model.nq)
+
+        # Perform forward kinematics with zero configuration
+        self.pin.forwardKinematics(self.robot.model, self.robot.data, self.init_qpos)
+
+        # Retrieve the pose of the specified root link
+        frame_index = self.robot.model.getFrameId(self.root_link_name)
+        root_base_pose = self.robot.model.frames[frame_index].placement
+        self.root_base_xpos = np.eye(4)
+        self.root_base_xpos[:3, :3] = root_base_pose.rotation
+        self.root_base_xpos[:3, 3] = root_base_pose.translation.T
+
+    def _get_reduce_robot(self) -> "pin.RobotWrapper":
+        """Build a reduced robot model by locking all joints except those in self.joint_names.
+
+        Returns:
+            pin.RobotWrapper: The reduced robot model with specified joints unlocked.
+        """
+        all_joint_names = self.entire_robot.model.names.tolist()
+
+        # Lock all joints except those in self.joint_names and 'universe'
+        fixed_joint_names = [
+            name
+            for name in all_joint_names
+            if name not in self.joint_names and name != "universe"
+        ]
+
+        reduced_robot = self.entire_robot.buildReducedRobot(
+            list_of_joints_to_lock=fixed_joint_names
+        )
+        return reduced_robot
+
+    def set_tcp(self, tcp: np.ndarray):
+        self.tcp = tcp
+
+    def get_iteration_params(self) -> dict:
+        r"""Returns the current iteration parameters.
+
+        Returns:
+            dict: A dictionary containing the current values of:
+                - pos_eps (float): Pos convergence threshold
+                - rot_eps (float): Rot convergence threshold
+                - max_iterations (int): Maximum number of iterations.
+                - dt (float): Time step size.
+                - damp (float): Damping factor.
+                - num_samples (int): Number of samples.
+                - is_only_position_constraint (bool): Flag to indicate whether the solver should only consider position constraints.
+        """
+        return {
+            "pos_eps": self._pos_eps,
+            "rot_eps": self._rot_eps,
+            "max_iterations": self._max_iterations,
+            "dt": self._dt,
+            "damp": self._damp,
+            "num_samples": self._num_samples,
+        }
+
+    def set_iteration_params(
+        self,
+        pos_eps: float = 5e-4,
+        rot_eps: float = 5e-4,
+        max_iterations: int = 1000,
+        dt: float = 0.1,
+        damp: float = 1e-6,
+        num_samples: int = 30,
+        is_only_position_constraint: bool = False,
+    ) -> bool:
+        r"""Sets the iteration parameters for the kinematics solver.
+
+        Args:
+            pos_eps (float): Pos convergence threshold, must be positive.
+            rot_eps (float): Rot convergence threshold, must be positive.
+            max_iterations (int): Maximum number of iterations, must be positive.
+            dt (float): Time step size, must be positive.
+            damp (float): Damping factor, must be non-negative.
+            num_samples (int): Number of samples, must be positive.
+            is_only_position_constraint (bool): Flag to indicate whether the solver should only consider position constraints.
+
+        Returns:
+            bool: True if all parameters are valid and set, False otherwise.
+        """
+        # TODO: Check which parameters are no longer needed.
+        # Validate parameters
+        if pos_eps <= 0:
+            logger.log_warning("Pos epsilon must be positive.")
+            return False
+        if rot_eps <= 0:
+            logger.log_warning("Rot epsilon must be positive.")
+            return False
+        if max_iterations <= 0:
+            logger.log_warning("Max iterations must be positive.")
+            return False
+        if dt <= 0:
+            logger.log_warning("Time step must be positive.")
+            return False
+        if damp < 0:
+            logger.log_warning("Damping factor must be non-negative.")
+            return False
+        if num_samples <= 0:
+            logger.log_warning("Number of samples must be positive.")
+            return False
+
+        # Set parameters if all are valid
+        self.pos_eps = pos_eps
+        self.rot_eps = rot_eps
+        self.max_iterations = max_iterations
+        self.dt = dt
+        self.damp = damp
+        self.num_samples = num_samples
+        self.is_only_position_constraint = is_only_position_constraint
+
+        if False:
+            opts = {
+                "ipopt": {
+                    "print_level": 0,
+                    "max_iter": self.max_iterations,
+                    "tol": self.pos_eps,
+                },
+                "print_time": False,
+                "calc_lam_p": False,
+            }
+            self.opti.solver("ipopt", opts)
+
+        return True
+
+    def qpos_to_limits(
+        self,
+        q: np.ndarray,
+        joint_seed: np.ndarray,
+    ):
+        """Adjusts the joint positions (q) to be within specified limits and as close as possible to the joint seed,
+        while minimizing the total weighted difference.
+
+        Args:
+            q (np.ndarray): The original joint positions.
+            joint_seed (np.ndarray): The desired (seed) joint positions.
+
+        Returns:
+            np.ndarray: The adjusted joint positions within the specified limits.
+        """
+        best_qpos_limit = np.copy(q)
+        best_total_q_diff = float("inf")
+
+        # Initialize a list for possible values for each joint
+        possible_arrays = []
+
+        if self.ik_nearest_weight is None:
+            self.ik_nearest_weight = np.ones_like(best_qpos_limit)
+
+        # Generate possible values for each joint
+        dof_num = len(q)
+        for i in range(dof_num):
+            current_possible_values = []
+
+            # Calculate how many 2π fits into the adjustment to the limits
+            lower_adjustment = (q[i] - self.lower_position_limits[i]) // (2 * np.pi)
+            upper_adjustment = (self.upper_position_limits[i] - q[i]) // (2 * np.pi)
+
+            # Consider the current value and its periodic adjustments
+            for offset in range(
+                int(lower_adjustment) - 1, int(upper_adjustment) + 2
+            ):  # Adjust by calculated limits
+                adjusted_value = q[i] + offset * (2 * np.pi)
+
+                # Check if the adjusted value is within limits
+                if (
+                    self.lower_position_limits[i]
+                    <= adjusted_value
+                    <= self.upper_position_limits[i]
+                ):
+                    current_possible_values.append(adjusted_value)
+
+            # Also check the original value
+            if self.lower_position_limits[i] <= q[i] <= self.upper_position_limits[i]:
+                current_possible_values.append(q[i])
+
+            if not current_possible_values:
+                return []  # If no possible values for an active joint
+            possible_arrays.append(current_possible_values)
+
+        # Generate all possible combinations
+        all_possible_combinations = product(*possible_arrays)
+
+        # Check each combination and calculate the absolute difference sum
+        for combination in all_possible_combinations:
+            total_q_diff = np.sum(
+                np.abs(np.array(combination) - joint_seed) * self.ik_nearest_weight
+            )
+
+            # If a smaller difference sum is found, update the best solution
+            if total_q_diff < best_total_q_diff:
+                best_total_q_diff = total_q_diff
+                best_qpos_limit = np.array(combination)
+
+        return best_qpos_limit
+
+    def get_ik(
+        self,
+        target_xpos: Optional[Union[torch.Tensor, np.ndarray]],
+        qpos_seed: np.ndarray = None,
+        qvel_seed: np.ndarray = None,
+        return_all_solutions: bool = False,
+        **kwargs,
+    ) -> Tuple[bool, np.ndarray]:
+        """Solve inverse kinematics (IK) for the robot to achieve the specified end-effector pose.
+
+        Args:
+            target_xpos (torch.Tensor or np.ndarray): Desired end-effector pose as a (4, 4) homogeneous transformation matrix.
+            qpos_seed (np.ndarray, optional): Initial joint positions used as the seed for optimization. If None, uses zero configuration.
+            qvel_seed (np.ndarray, optional): Initial joint velocities (not used in current implementation).
+            return_all_solutions (bool, optional): If True, return all valid IK solutions found; otherwise, return only the best solution. Default is False.
+            **kwargs: Additional keyword arguments for future extensions.
+
+        Returns:
+            Tuple[bool, np.ndarray]:
+                - success (bool or torch.BoolTensor): True if a valid solution is found, False otherwise.
+                - qpos (np.ndarray or torch.Tensor): Joint positions that achieve the target pose. If no solution, returns the seed joint positions.
+        """
+        if qpos_seed is not None:
+            if isinstance(qpos_seed, torch.Tensor):
+                self.init_qpos = qpos_seed.detach().cpu().numpy()
+            else:
+                self.init_qpos = np.array(qpos_seed)
+
+        if isinstance(target_xpos, torch.Tensor):
+            target_xpos = target_xpos.detach().cpu().numpy()
+
+        if target_xpos.ndim == 3:
+            target_xpos = target_xpos[0]
+
+        target_xpos = self.root_base_xpos @ target_xpos
+        compute_xpos = target_xpos @ np.linalg.inv(self.tcp_xpos)
+
+        frame_index = self.robot.model.getFrameId(self.end_link_name)
+        joint_index = self.robot.model.frames[frame_index].parent
+
+        l2w = self.pin.SE3()
+        l2w.translation[:] = compute_xpos[:3, 3]
+        l2w.rotation[:] = compute_xpos[:3, :3]
+        l2j = self.robot.model.frames[frame_index].placement
+        oMdes = l2w * l2j.inverse()
+
+        # Deep copy joint seed to avoid modifying the original seed
+        q = deepcopy(self.init_qpos).astype(np.float64).flatten()
+
+        for i in range(self.max_iterations):
+            # Perform forward kinematics to compute the current pose
+            self.pin.forwardKinematics(self.robot.model, self.robot.data, q)
+            current_pose_se3 = self.robot.data.oMi[joint_index]
+
+            if self.is_only_position_constraint:
+                # Fix the rotation part of the pose
+                fixed_pose = np.eye(4)
+                fixed_pose[:3, :3] = compute_xpos[:3, :3]  # Use target rotation
+                fixed_pose[
+                    :3, 3
+                ] = current_pose_se3.translation.T  # Use current position
+                fixed_pose_SE3 = self.pin.SE3(fixed_pose)
+                current_pose_se3 = self.pin.SE3(fixed_pose_SE3)
+
+            iMd = current_pose_se3.actInv(oMdes)  # Calculate the pose error
+            err = self.pin.log6(iMd).vector  # Get the error vector
+
+            # Check position convergence
+            pos_converged = np.linalg.norm(err[:3]) < self.pos_eps
+
+            if self.is_only_position_constraint:
+                if pos_converged:
+                    # Convergence achieved, apply joint limits
+                    q = self.qpos_to_limits(q, self.init_qpos)
+                    if 0 == len(q):
+                        continue
+                    return torch.tensor([True], dtype=torch.bool), torch.from_numpy(
+                        q
+                    ).to(dtype=torch.float32)
+            else:
+                # Check rotation convergence
+                rot_converged = np.linalg.norm(err[3:]) < self.rot_eps
+
+                # Check for overall convergence
+                if pos_converged and rot_converged:
+                    # Convergence achieved, apply joint limits
+                    q = self.qpos_to_limits(q, self.init_qpos)
+                    if 0 == len(q):
+                        continue
+                    return torch.tensor([True], dtype=torch.bool), torch.from_numpy(
+                        q
+                    ).to(dtype=torch.float32)
+
+            # Compute the Jacobian
+            J = self.pin.computeJointJacobian(
+                self.robot.model, self.robot.data, q, joint_index
+            )
+            Jlog = self.pin.Jlog6(iMd.inverse())
+            J = -Jlog @ J
+
+            # Damped least squares
+            JJt = J @ J.T
+            JJt[np.diag_indices_from(JJt)] += self.damp
+            # Compute the velocity update
+            v = -(J.T @ np.linalg.solve(JJt, err))
+
+            # Update joint positions
+            new_q = self.pin.integrate(self.robot.model, q, v * self.dt)
+            q = new_q
+
+        # Return failure and the last computed joint positions
+        return torch.tensor([False], dtype=torch.bool), torch.from_numpy(
+            np.array(q)
+        ).to(dtype=torch.float32)
+
+        # TODO: The Casadi-based solver is currently disabled due to stability issues.
+        # Note: Casadi-based optimization is currently prone to divergence and requires further debugging and optimization.
+        if __debug__ and False:
+            self.opti.set_initial(self.var_q, self.init_qpos)
+
+            self.opti.set_value(self.param_tf, compute_xpos)
+
+            try:
+                num_iter = 1 if self.max_iterations == 1 else self.max_iterations
+
+                for i in range(num_iter):
+                    self.opti.set_value(self.var_q_last, self.init_qpos)
+                    sol = self.opti.solve()
+                    sol_q = self.opti.value(self.var_q)
+                    # self.smooth_filter.add_data(sol_q)
+                    # sol_q = self.smooth_filter.filtered_data
+                    self.init_qpos = sol_q
+
+                    # if qvel_seed is not None:
+                    #     v = qvel_seed * 0.0
+                    # else:
+                    #     v = (sol_q - self.init_qpos) * 0.0
+                    # sol_tauff = pin.rnea(
+                    #     self.robot.model,
+                    #     self.robot.data,
+                    #     sol_q,
+                    #     v,
+                    #     np.zeros(self.robot.model.nv),
+                    # )
+
+                    temp_xpos = self._get_fk(sol_q)
+                    err = temp_xpos - target_xpos
+                    pos_converged = np.linalg.norm(err[:3]) < self.pos_eps
+                    print(f"Iter {i}: pos_err={np.linalg.norm(err[:3])}")
+
+                    if self.is_only_position_constraint:
+                        if pos_converged:
+                            break
+                    else:
+                        rot_converged = np.linalg.norm(err[:3, :3]) < self.rot_eps
+                        if pos_converged and rot_converged:
+                            break
+
+                if return_all_solutions:
+                    logger.log_warning(
+                        "return_all_solutions=True is not supported in DifferentialSolver. Returning the best solution only."
+                    )
+
+                return torch.tensor(True, dtype=torch.bool), torch.from_numpy(sol_q).to(
+                    dtype=torch.float32
+                )
+
+            except Exception as e:
+                logger.log_warning(f"IK solver failed to converge. Debug info: {e}")
+
+                sol_q = self.opti.debug.value(self.var_q)
+                # self.smooth_filter.add_data(sol_q)
+                # sol_q = self.smooth_filter.filtered_data
+                self.init_qpos = sol_q
+
+                # if qvel_seed is not None:
+                #     v = qvel_seed * 0.0
+                # else:
+                #     v = (sol_q - self.init_qpos) * 0.0
+
+                # sol_tauff = pin.rnea(
+                #     self.robot.model,
+                #     self.robot.data,
+                #     sol_q,
+                #     v,
+                #     np.zeros(self.robot.model.nv),
+                # )
+
+                logger.log_debug(
+                    f"sol_q:{sol_q} \nmotorstate: \n{qpos_seed} \nwrist_pose: \n{target_xpos}"
+                )
+
+                if return_all_solutions:
+                    logger.log_warning(
+                        "return_all_solutions=True is not supported in DifferentialSolver. Returning the best solution only."
+                    )
+
+                return torch.tensor(False, dtype=torch.bool), torch.from_numpy(
+                    np.array(qpos_seed)
+                ).to(dtype=torch.float32)
+
+    def _get_fk(
+        self,
+        qpos: Optional[Union[torch.Tensor, np.ndarray]],
+        **kwargs,
+    ) -> np.ndarray:
+        """Compute the forward kinematics for the robot given joint positions.
+
+        Args:
+            qpos (torch.Tensor or np.ndarray): Joint positions, shape should be (nq,).
+            **kwargs: Additional keyword arguments (not used).
+
+        Returns:
+            np.ndarray: The resulting end-effector pose as a (4, 4) homogeneous transformation matrix.
+        """
+        if isinstance(qpos, torch.Tensor):
+            qpos_np = qpos.detach().cpu().numpy()
+        else:
+            qpos_np = np.array(qpos)
+
+        qpos_np = np.squeeze(qpos_np)
+        if qpos_np.ndim != 1:
+            raise ValueError(f"qpos shape must be (nq,), but got {qpos_np.shape}")
+
+        self.pin.forwardKinematics(self.robot.model, self.robot.data, qpos_np)
+
+        # Retrieve the pose of the specified link
+        frame_index = self.robot.model.getFrameId(self.end_link_name)
+        joint_index = self.robot.model.frames[frame_index].parent
+        xpos_se3 = self.robot.data.oMi.tolist()[joint_index]
+
+        xpos = np.eye(4)
+        xpos[:3, :3] = xpos_se3.rotation
+        xpos[:3, 3] = xpos_se3.translation.T
+
+        result = np.dot(xpos, self.tcp_xpos)
+        return result
diff --git a/embodichain/lab/sim/solvers/pytorch_solver.py b/embodichain/lab/sim/solvers/pytorch_solver.py
new file mode 100644
index 00000000..238e8912
--- /dev/null
+++ b/embodichain/lab/sim/solvers/pytorch_solver.py
@@ -0,0 +1,603 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+
+from typing import Optional, Union, Tuple, List, TYPE_CHECKING
+from dataclasses import MISSING
+from copy import deepcopy
+
+from embodichain.utils import configclass, logger
+from embodichain.lab.sim.solvers import SolverCfg, BaseSolver
+from embodichain.lab.sim.solvers.qpos_seed_sampler import QposSeedSampler
+
+if TYPE_CHECKING:
+    from typing import Self
+
+from embodichain.lab.sim.utility.import_utils import (
+    lazy_import_pytorch_kinematics,
+)
+
+
+@configclass
+class PytorchSolverCfg(SolverCfg):
+    """Configuration for the pytorch kinematics solver used in the robot simulation.
+
+    This configuration includes properties related to the solver setup, such as the URDF path,
+    the end link name, and the root link name, along with the Tool Center Point (TCP).
+    """
+
+    class_type: str = "PytorchSolver"
+
+    # Solver iteration parameters
+    pos_eps: float = 5e-4
+    """Tolerance for convergence for position"""
+
+    rot_eps: float = 5e-4
+    """Tolerance for convergence for rotation"""
+
+    max_iterations: int = 500
+    """Maximum number of iterations for the solver"""
+
+    dt: float = 0.1
+    """Time step for numerical integration"""
+
+    damp: float = 1e-6
+    """Damping factor to prevent numerical instability"""
+
+    is_only_position_constraint: bool = False
+    """Flag to indicate whether the solver should only consider position constraints."""
+
+    num_samples: int = 5
+    """Number of samples to generate different joint seeds for IK iterations.
+
+    A higher number of samples increases the chances of finding a valid solution
+    """
+
+    ik_nearest_weight: Optional[List[float]] = None
+    """Weights for the inverse kinematics nearest calculation.
+    
+    The weights influence how the solver prioritizes closeness to the seed position
+    when multiple solutions are available.
+    """
+
+    def init_solver(
+        self, device: torch.device = torch.device("cpu"), **kwargs
+    ) -> "PytorchSolver":
+        """Initialize the solver with the configuration.
+
+        Args:
+            device (torch.device): The device to use for the solver. Defaults to CPU.
+            **kwargs: Additional keyword arguments that may be used for solver initialization.
+
+        Returns:
+            PytorchSolver: An initialized solver instance.
+        """
+
+        solver = PytorchSolver(cfg=self, device=device, **kwargs)
+
+        # Set the Tool Center Point (TCP) for the solver
+        if isinstance(self.tcp, torch.Tensor):
+            tcp = self.tcp.cpu().numpy()
+        else:
+            tcp = self.tcp
+        solver.set_tcp(tcp)
+
+        return solver
+
+
+def ensure_pose_shape(func):
+    """
+    Decorator to ensure the input target_pose is of shape (n, 4, 4).
+    If input is (4, 4), it will be converted to (1, 4, 4).
+    Raises ValueError if shape is invalid.
+    """
+
+    def wrapper(self, target_xpos, *args, **kwargs):
+        target_xpos = torch.as_tensor(
+            target_xpos, device=self.device, dtype=torch.float32
+        )
+        if target_xpos.dim() == 2:
+            if target_xpos.shape != (4, 4):
+                raise ValueError("target_xpos must be of shape (4, 4) or (n, 4, 4).")
+            target_xpos = target_xpos.unsqueeze(0)
+        elif target_xpos.dim() == 3:
+            if target_xpos.shape[1:] != (4, 4):
+                raise ValueError("target_xpos must be of shape (4, 4) or (n, 4, 4).")
+        else:
+            raise ValueError(
+                "target_xpos must be a tensor of shape (4, 4) or (n, 4, 4)."
+            )
+        return func(self, target_xpos, *args, **kwargs)
+
+    return wrapper
+
+
+class PytorchSolver(BaseSolver):
+    def __init__(
+        self,
+        cfg: PytorchSolverCfg,
+        device: str = None,
+        **kwargs,
+    ):
+        r"""Initializes the PyTorch kinematics solver.
+
+            This constructor sets up the kinematics solver using PyTorch,
+            allowing for efficient computation of robot kinematics based on
+            the specified URDF model.
+
+        Args:
+            cfg: The configuration for the solver.
+            device (str, optional): The device to use for the solver (e.g., "cpu" or "cuda").
+            **kwargs: Additional keyword arguments passed to the base solver.
+
+        """
+        super().__init__(cfg=cfg, device=device, **kwargs)
+
+        self.pk = lazy_import_pytorch_kinematics()
+
+        # Initialize solver parameters from configuration
+        self._pos_eps = cfg.pos_eps
+        self._rot_eps = cfg.rot_eps
+        self._max_iterations = cfg.max_iterations
+        self._dt = cfg.dt
+        self._damp = cfg.damp
+        self._is_only_position_constraint = cfg.is_only_position_constraint
+        self._num_samples = cfg.num_samples
+
+        # Get agent joint limits.
+        self.lim = torch.tensor(
+            self.pk_serial_chain.get_joint_limits(), device=self.device
+        )
+
+        # Inverse kinematics is available via damped least squares (iterative steps with Jacobian pseudo-inverse damped to avoid oscillation near singularlities).
+        self.pik = self.pk.PseudoInverseIK(
+            self.pk_serial_chain,
+            pos_tolerance=self._pos_eps,
+            rot_tolerance=self._rot_eps,
+            joint_limits=self.lim.T,
+            early_stopping_any_converged=True,
+            max_iterations=self._max_iterations,
+            lr=self._dt,
+            num_retries=1,
+        )
+
+        self.dof = self.pk_serial_chain.n_joints
+
+        self.upper_position_limits = self.pk_serial_chain.high
+        self.lower_position_limits = self.pk_serial_chain.low
+
+    def get_iteration_params(self) -> dict:
+        r"""Returns the current iteration parameters.
+
+        Returns:
+            dict: A dictionary containing the current values of:
+                - pos_eps (float): Pos convergence threshold
+                - rot_eps (float): Rot convergence threshold
+                - max_iterations (int): Maximum number of iterations.
+                - dt (float): Time step size.
+                - damp (float): Damping factor.
+                - num_samples (int): Number of samples.
+                - is_only_position_constraint (bool): Flag to indicate whether the solver should only consider position constraints.
+        """
+        return {
+            "pos_eps": self._pos_eps,
+            "rot_eps": self._rot_eps,
+            "max_iterations": self._max_iterations,
+            "dt": self._dt,
+            "damp": self._damp,
+            "num_samples": self._num_samples,
+        }
+
+    def set_iteration_params(
+        self,
+        pos_eps: float = 5e-4,
+        rot_eps: float = 5e-4,
+        max_iterations: int = 1000,
+        dt: float = 0.1,
+        damp: float = 1e-6,
+        num_samples: int = 30,
+        is_only_position_constraint: bool = False,
+    ) -> bool:
+        r"""Sets the iteration parameters for the kinematics solver.
+
+        Args:
+            pos_eps (float): Pos convergence threshold, must be positive.
+            rot_eps (float): Rot convergence threshold, must be positive.
+            max_iterations (int): Maximum number of iterations, must be positive.
+            dt (float): Time step size, must be positive.
+            damp (float): Damping factor, must be non-negative.
+            num_samples (int): Number of samples, must be positive.
+            is_only_position_constraint (bool): Flag to indicate whether the solver should only consider position constraints.
+
+        Returns:
+            bool: True if all parameters are valid and set, False otherwise.
+        """
+        # Validate parameters
+        if pos_eps <= 0:
+            logger.log_warning("Pos epsilon must be positive.")
+            return False
+        if rot_eps <= 0:
+            logger.log_warning("Rot epsilon must be positive.")
+            return False
+        if max_iterations <= 0:
+            logger.log_warning("Max iterations must be positive.")
+            return False
+        if dt <= 0:
+            logger.log_warning("Time step must be positive.")
+            return False
+        if damp < 0:
+            logger.log_warning("Damping factor must be non-negative.")
+            return False
+        if num_samples <= 0:
+            logger.log_warning("Number of samples must be positive.")
+            return False
+
+        # Set parameters if all are valid
+        self._pos_eps = pos_eps
+        self._rot_eps = rot_eps
+        self._max_iterations = max_iterations
+        self._dt = dt
+        self._damp = damp
+        self._num_samples = num_samples
+        self._is_only_position_constraint = is_only_position_constraint
+
+        self.pik = self.pk.PseudoInverseIK(
+            self.pk_serial_chain,
+            pos_tolerance=self._pos_eps,
+            rot_tolerance=self._rot_eps,
+            joint_limits=self.lim.T,
+            early_stopping_any_converged=True,
+            max_iterations=self._max_iterations,
+            lr=self._dt,
+            num_retries=1,
+        )
+
+        return True
+
+    def _compute_inverse_kinematics(
+        self, target_pose: torch.Tensor, joint_seed: torch.Tensor
+    ) -> Tuple[Union[bool, torch.Tensor], torch.Tensor]:
+        r"""Computes the inverse kinematics solutions for the given target poses and joint seeds.
+
+        Args:
+            target_pose (torch.Tensor): The target poses represented as a (batch_size, 4, 4) tensor.
+            joint_seed (torch.Tensor): The initial joint positions used as a seed. It can be either a 1D tensor of shape (dof,) or a 2D tensor of shape (batch_size, dof).
+
+        Returns:
+            Tuple[Union[bool, torch.Tensor], torch.Tensor]:
+                - First element:
+                    - If solutions exist: torch.BoolTensor of shape (batch_size,) indicating convergence per pose
+                    - If no solutions: Python False
+                - Second element:
+                    - If solutions exist: torch.Tensor of shape (batch_size, dof) containing joint solutions
+                    - If no solutions: Empty torch.Tensor
+        """
+        target_pose = target_pose.to(self.device).float()
+        joint_seed = joint_seed.to(self.device).float()
+
+        # Extract translation and rotation parts
+        pos = target_pose[:, :3, 3]
+        rot = target_pose[:, :3, :3]
+
+        tf = self.pk.Transform3d(
+            pos=pos,
+            rot=rot,
+            device=self.device,
+        )
+        self.pik.initial_config = joint_seed
+
+        result = self.pik.solve(tf)
+
+        if result.converged_any.any().item():
+            return result.converged_any, result.solutions[:, 0, :].squeeze(0)
+
+        return False, torch.empty(0)
+
+    @staticmethod
+    def _qpos_to_limits_single(
+        q: torch.Tensor,
+        joint_seed: torch.Tensor,
+        lower_position_limits: torch.Tensor,
+        upper_position_limits: torch.Tensor,
+        ik_nearest_weight: torch.Tensor,
+        periodic_mask: torch.Tensor = None,  # Optional mask for periodic joints
+    ) -> torch.Tensor:
+        """
+        Adjusts the given joint positions (q) to fit within the specified limits while minimizing the difference to the seed position.
+
+        Args:
+            q (torch.Tensor): The initial joint positions.
+            joint_seed (torch.Tensor): The seed joint positions for comparison.
+            lower_position_limits (torch.Tensor): The lower bounds for the joint positions.
+            upper_position_limits (torch.Tensor): The upper bounds for the joint positions.
+            ik_nearest_weight (torch.Tensor): The weights for the inverse kinematics nearest calculation.
+            periodic_mask (torch.Tensor, optional): Boolean mask indicating which joints are periodic.
+
+        Returns:
+            torch.Tensor: The adjusted joint positions that fit within the limits.
+        """
+        device = q.device
+        joint_seed = joint_seed.to(device)
+        lower = lower_position_limits.to(device)
+        upper = upper_position_limits.to(device)
+        weight = ik_nearest_weight.to(device)
+
+        # If periodic_mask is not provided, assume all joints are periodic
+        if periodic_mask is None:
+            periodic_mask = torch.ones_like(q, dtype=torch.bool, device=device)
+
+        # Only enumerate [-2π, 0, 2π] for periodic joints, single value for non-periodic
+        offsets = torch.tensor([-2 * torch.pi, 0, 2 * torch.pi], device=device)
+        candidate_list = []
+        for i in range(q.size(0)):
+            if periodic_mask[i]:
+                candidate_list.append(q[i] + offsets)
+            else:
+                candidate_list.append(q[i].unsqueeze(0))
+        # Generate all possible combinations
+        mesh = torch.meshgrid(*candidate_list, indexing="ij")
+        candidates = torch.stack([m.reshape(-1) for m in mesh], dim=1)
+        # Filter candidates that are out of limits
+        mask = (candidates >= lower) & (candidates <= upper)
+        valid_mask = mask.all(dim=1)
+        valid_candidates = candidates[valid_mask]
+        if valid_candidates.shape[0] == 0:
+            return torch.tensor([]).to(device)
+        # Compute weighted distance to seed and select the closest
+        diffs = torch.abs(valid_candidates - joint_seed) * weight
+        distances = torch.sum(diffs, dim=1)
+        min_idx = torch.argmin(distances)
+        return valid_candidates[min_idx]
+
+    def _qpos_to_limits(
+        self, qpos_list_split: torch.Tensor, joint_seed: torch.Tensor
+    ) -> torch.Tensor:
+        r"""Adjusts a batch of joint positions to fit within joint limits and minimize the weighted distance to the seed position.
+
+        Args:
+            qpos_list_split (torch.Tensor): Batch of candidate joint positions, shape (N, dof).
+            joint_seed (torch.Tensor): The reference joint positions for comparison, shape (dof,).
+
+        Returns:
+            torch.Tensor: Batch of adjusted joint positions that fit within the limits, shape (M, dof),
+                        where M <= N (invalid candidates are filtered out).
+        """
+
+        periodic_mask = torch.ones_like(
+            qpos_list_split[0], dtype=torch.bool, device=self.device
+        )
+
+        adjusted_qpos_list = [
+            self._qpos_to_limits_single(
+                q,
+                joint_seed,
+                self.lower_position_limits,
+                self.upper_position_limits,
+                self.ik_nearest_weight,
+                periodic_mask,
+            )
+            for q in qpos_list_split
+        ]
+
+        # Filter out empty results
+        adjusted_qpos_list = [q for q in adjusted_qpos_list if q.numel() > 0]
+
+        return (
+            torch.stack(adjusted_qpos_list).to(qpos_list_split.device)
+            if adjusted_qpos_list
+            else torch.tensor([], device=self.device)
+        )
+
+    @ensure_pose_shape
+    def get_ik(
+        self,
+        target_xpos: torch.Tensor,
+        qpos_seed: torch.Tensor = None,
+        num_samples: int = None,
+        return_all_solutions: bool = False,
+        **kwargs,
+    ) -> Tuple[torch.Tensor, torch.Tensor]:
+        r"""Computes the inverse kinematics for given target poses.
+
+        This function generates random joint configurations within the specified limits,
+        including the provided joint_seed, and attempts to find valid inverse kinematics solutions.
+        It then identifies the joint positions that are closest to the joint_seed.
+
+        Args:
+            target_xpos (torch.Tensor): A tensor representing the target positions. It can be of shape
+                                         (batch_size, 3) for multiple positions or (3,) for a single position.
+            qpos_seed (torch.Tensor, optional): Initial joint positions used as seed for IK solving.
+                                                Can be:
+                                                - 1D tensor of shape (dof,): Single seed for all target positions
+                                                - 2D tensor of shape (batch_size, dof): Individual seed per position
+                                                If None, defaults to zero configuration. Defaults to None.
+            num_samples (int, optional): The number of random samples to generate. Must be positive.
+                                         Defaults to None.
+            return_all_solutions (bool, optional): If True, returns all valid solutions found.
+            **kwargs: Additional arguments for future extensions.
+
+        Returns:
+            Tuple[List[bool], torch.Tensor]: A tuple containing:
+                - A tensor of booleans indicating whether valid solutions were found for each target pose. (Shape: (batch_size,))
+                - A tensor of shape (batch_size, 1, dof) containing joint positions for
+                  each target pose, or an empty tensor if no valid solutions were found.
+        """
+        # Convert target_pose to tensor and ensure correct device and dtype
+        target_xpos = torch.as_tensor(
+            target_xpos, device=self.device, dtype=torch.float32
+        )
+        if num_samples is not None:
+            self._num_samples = num_samples
+
+        # Prepare qpos_seed
+        if qpos_seed is None:
+            qpos_seed = torch.zeros(self.dof, device=self.device)
+        else:
+            qpos_seed = torch.as_tensor(qpos_seed, device=self.device)
+
+        # Check qpos_seed dimensions
+        if qpos_seed.dim() == 1:
+            qpos_seed = qpos_seed.unsqueeze(0)
+            qpos_seed_ndim = 1
+        elif qpos_seed.dim() == 2:
+            qpos_seed_ndim = 2
+            if qpos_seed.shape[0] != target_xpos.shape[0]:
+                raise ValueError(
+                    "Batch size of qpos_seed must match batch size of target_xpos when qpos_seed is a 2D tensor."
+                )
+        else:
+            raise ValueError("`qpos_seed` must be a tensor of shape (n,) or (n, n).")
+
+        # Transform target_xpos by TCP
+        tcp_xpos = torch.as_tensor(
+            deepcopy(self.tcp_xpos), device=self.device, dtype=torch.float32
+        )
+        target_xpos = target_xpos @ torch.inverse(tcp_xpos)
+
+        # Get joint limits and ensure shape matches dof
+        upper_limits = self.upper_position_limits.float()
+        lower_limits = self.lower_position_limits.float()
+
+        batch_size = target_xpos.shape[0]
+
+        sampler = QposSeedSampler(
+            num_samples=self._num_samples, dof=self.dof, device=self.device
+        )
+        random_qpos_seeds = sampler.sample(
+            qpos_seed, lower_limits, upper_limits, batch_size
+        )
+        target_xpos_repeated = sampler.repeat_target_xpos(
+            target_xpos, self._num_samples
+        )
+
+        # Compute IK solutions for all samples
+        res_list, qpos_list = self._compute_inverse_kinematics(
+            target_xpos_repeated, random_qpos_seeds
+        )
+
+        if not isinstance(res_list, torch.Tensor) or not res_list.any():
+            logger.log_warning(
+                "Pk: No valid solutions found for the given target poses and joint seeds."
+            )
+            return torch.zeros(
+                batch_size, dtype=torch.bool, device=self.device
+            ), torch.zeros((batch_size, self.dof), device=self.device)
+
+        # Split res_list and qpos_list according to self._num_samples
+        res_list_split = torch.split(res_list, self._num_samples)
+        qpos_list_split = torch.split(qpos_list, self._num_samples)
+
+        # Initialize the final results and the closest joint positions
+        final_results = []
+        final_qpos = []
+
+        # For each batch, select the closest valid solution to qpos_seed
+        for i in range(batch_size):
+            target_qpos_seed = qpos_seed[i] if qpos_seed_ndim == 2 else qpos_seed
+
+            if not res_list_split[i].any():
+                final_results.append(False)
+                final_qpos.append(torch.zeros((1, self.dof), device=self.device))
+                continue
+
+            result_qpos_limit = self._qpos_to_limits(
+                qpos_list_split[i], target_qpos_seed
+            )
+
+            if result_qpos_limit.shape[0] == 0:
+                final_results.append(False)
+                final_qpos.append(torch.zeros((self.dof), device=self.device))
+                continue
+
+            distances = torch.norm(result_qpos_limit - target_qpos_seed, dim=1)
+            sorted_indices = torch.argsort(distances)
+            # shape: (N, dof)
+            sorted_qpos_array = result_qpos_limit[sorted_indices]
+            final_qpos.append(sorted_qpos_array)
+            final_results.append(True)
+
+        # Pad all batches to the same number of solutions for stacking
+        max_solutions = max([q.shape[0] for q in final_qpos]) if final_qpos else 1
+        final_qpos_tensor = torch.zeros(
+            (batch_size, max_solutions, self.dof), device=self.device
+        )
+        for i, q in enumerate(final_qpos):
+            n = q.shape[0]
+            final_qpos_tensor[i, :n, :] = q
+
+        final_results = torch.tensor(
+            final_results, dtype=torch.bool, device=self.device
+        )
+
+        if return_all_solutions:
+            # Return all sorted solutions for each batch (shape: batch_size, max_solutions, dof)
+            return final_results, final_qpos_tensor
+
+        # Only return the closest solution for each batch (shape: batch_size, 1, dof)
+        # If multiple solutions, take the first (closest)
+        final_qpos_tensor = final_qpos_tensor[:, :1, :]
+        return final_results, final_qpos_tensor
+
+    def get_all_fk(self, qpos: torch.tensor) -> torch.tensor:
+        r"""Get the forward kinematics for all links from root to end link.
+
+        Args:
+            qpos (torch.Tensor): The joint positions.
+
+        Returns:
+            list: A list of 4x4 homogeneous transformation matrices representing the poses of all links from root to end link.
+        """
+        qpos = torch.as_tensor(qpos)
+        qpos = qpos.to(self.device)
+
+        ret = self.pk_serial_chain.forward_kinematics(qpos, end_only=False)
+        link_names = list(ret.keys())
+
+        if self.root_link_name is not None:
+            try:
+                start_index = link_names.index(self.root_link_name)
+            except ValueError:
+                raise KeyError(
+                    f"Root link name '{self.root_link_name}' not found in the kinematic chain"
+                )
+        else:
+            start_index = 0
+
+        if self.end_link_name is not None:
+            try:
+                end_index = link_names.index(self.end_link_name) + 1
+            except ValueError:
+                raise KeyError(
+                    f"End link name '{self.end_link_name}' not found in the kinematic chain"
+                )
+        else:
+            end_index = len(link_names)
+
+        poses = []
+        for link_name in link_names[start_index:end_index]:
+            xpos = ret[link_name]
+            if not hasattr(xpos, "get_matrix"):
+                raise AttributeError(
+                    f"The result for link '{link_name}' must have 'get_matrix' attributes."
+                )
+            xpos_t = torch.eye(4, device=xpos.get_matrix().device)
+            m = xpos.get_matrix()
+            xpos_t[:3, 3] = m[:, :3, 3]
+            xpos_t[:3, :3] = m[:, :3, :3]
+            poses.append(xpos_t)
+
+        return poses
diff --git a/embodichain/lab/sim/solvers/qpos_seed_sampler.py b/embodichain/lab/sim/solvers/qpos_seed_sampler.py
new file mode 100644
index 00000000..91f7f3c6
--- /dev/null
+++ b/embodichain/lab/sim/solvers/qpos_seed_sampler.py
@@ -0,0 +1,88 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+
+
+class QposSeedSampler:
+    """
+    Standard joint seed sampler for IK solving.
+
+    Generates joint seed samples for each target pose in a batch, including the provided seed and random samples within joint limits.
+
+    Args:
+        num_samples (int): Number of samples per batch (including the seed).
+        dof (int): Degrees of freedom.
+        device (torch.device): Target device.
+    """
+
+    def __init__(self, num_samples: int, dof: int, device: torch.device):
+        self.num_samples = num_samples
+        self.dof = dof
+        self.device = device
+
+    def sample(
+        self,
+        qpos_seed: torch.Tensor,
+        lower_limits: torch.Tensor,
+        upper_limits: torch.Tensor,
+        batch_size: int,
+    ) -> torch.Tensor:
+        """Generate joint seed samples for IK solving.
+
+        Args:
+            qpos_seed (torch.Tensor): (batch_size, dof) or (1, dof) initial seed.
+            lower_limits (torch.Tensor): (dof,) lower joint limits.
+            upper_limits (torch.Tensor): (dof,) upper joint limits.
+            batch_size (int): Batch size.
+
+        Returns:
+            torch.Tensor: (batch_size * num_samples, dof) joint seeds.
+        """
+        joint_seeds_list = []
+        for i in range(batch_size):
+            current_seed = (
+                qpos_seed[i].unsqueeze(0)
+                if qpos_seed.shape[0] == batch_size
+                else qpos_seed
+            )
+            if self.num_samples > 1:
+                rand_part = lower_limits + (upper_limits - lower_limits) * torch.rand(
+                    (self.num_samples - 1, self.dof), device=self.device
+                )
+            else:
+                rand_part = torch.empty((0, self.dof), device=self.device)
+            seeds = torch.cat([current_seed, rand_part], dim=0)
+            joint_seeds_list.append(seeds)
+        return torch.cat(joint_seeds_list, dim=0)
+
+    def repeat_target_xpos(
+        self, target_xpos: torch.Tensor, num_samples: int
+    ) -> torch.Tensor:
+        """Repeat each target pose num_samples times for batch processing.
+
+        Args:
+            target_xpos (torch.Tensor): (batch_size, 4, 4) or (batch_size, 3, 3) target poses.
+            num_samples (int): Number of repeats per batch.
+
+        Returns:
+            torch.Tensor: (batch_size * num_samples, 4, 4) or (batch_size * num_samples, 3, 3)
+        """
+        repeated_list = [
+            target_xpos[i].unsqueeze(0).repeat(num_samples, 1, 1)
+            for i in range(target_xpos.shape[0])
+        ]
+        return torch.cat(repeated_list, dim=0)
diff --git a/embodichain/lab/sim/solvers/srs_solver.py b/embodichain/lab/sim/solvers/srs_solver.py
new file mode 100644
index 00000000..44fa894f
--- /dev/null
+++ b/embodichain/lab/sim/solvers/srs_solver.py
@@ -0,0 +1,1222 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+import warp as wp
+from itertools import product
+from typing import Optional, Union, Tuple, Any, Literal, TYPE_CHECKING
+from embodichain.utils import configclass, logger
+from embodichain.lab.sim.solvers import SolverCfg, BaseSolver
+
+from embodichain.utils.warp.kinematics.srs_solver import (
+    transform_pose_kernel,
+    compute_ik_kernel,
+    sort_ik_kernel,
+    nearest_ik_kernel,
+    check_success_kernel,
+)
+from embodichain.utils.device_utils import standardize_device_string
+
+if TYPE_CHECKING:
+    from typing import Self
+    from embodichain.lab.sim.robots.dexforce_w1.params import W1ArmKineParams
+
+
+all = ["SRSSolver", "SRSSolverCfg"]
+
+
+@configclass
+class SRSSolverCfg(SolverCfg):
+    """Configuration for SRS inverse kinematics controller."""
+
+    class_type: str = "SRSSolver"
+    """Type of the solver class."""
+
+    # kine_params: "W1ArmKineParams"
+    # SRS-specific parameters
+    dh_params = []
+    """Denavit-Hartenberg parameters for the robot's kinematic chain."""
+
+    qpos_limits = []
+    """Joint position limits for the robot."""
+
+    T_b_ob = np.eye(4)
+    """Base to observed base transform."""
+
+    T_e_oe = np.eye(4)
+    """End-effector to observed end-effector transform."""
+
+    link_lengths = []
+    """Link lengths of the robot arm."""
+
+    rotation_directions = []
+    """Rotation directions for each joint."""
+
+    num_samples: int = 100
+    """Number of samples for elbow angle during IK computation."""
+
+    sort_ik: bool = True
+    """Whether to sort IK solutions based on proximity to seed joint positions."""
+
+    # TODO: Each target pose may have multiple IK solutions; weights can help select the best one.
+    ik_nearest_weight: np.array = np.ones(7)
+    """Weights for each joint when finding the nearest IK solution."""
+
+    def init_solver(
+        self, num_envs: int = 1, device: torch.device = torch.device("cpu"), **kwargs
+    ) -> "SRSSolver":
+        """Initialize the solver with the configuration.
+
+        Args:
+            device (torch.device): The device to use for the solver. Defaults to CPU.
+            num_envs (int): The number of environments for which the solver is initialized.
+            **kwargs: Additional keyword arguments that may be used for solver initialization.
+
+        Returns:
+            SRSSolver: An initialized solver instance.
+        """
+
+        solver = SRSSolver(cfg=self, num_envs=num_envs, device=device, **kwargs)
+
+        # Set the Tool Center Point (TCP) for the solver
+        if isinstance(self.tcp, torch.Tensor):
+            tcp = self.tcp.cpu().numpy()
+        else:
+            tcp = self.tcp
+        solver.set_tcp(tcp)
+
+        return solver
+
+
+class _BaseSRSSolverImpl:
+    """Base implementation for the SRS inverse kinematics solver."""
+
+    def __init__(self, cfg: SRSSolverCfg, device: torch.device):
+        # Initialize configuration and device
+        self.cfg = cfg
+        self.device = device
+        self.dofs = 7
+        self.dh_params = cfg.dh_params
+        self.qpos_limits = cfg.qpos_limits
+        self.tcp_xpos = np.eye(4)
+
+        # Initialize transformation matrices
+        self._parse_params()
+
+    def _parse_params(self):
+        # Compute the inverse transformation matrices for TCP, end-effector, and base.
+        self.tcp_xpos = self.cfg.tcp
+        self.tcp_inv_np = np.linalg.inv(self.tcp_xpos)
+        self.T_e_oe_inv_np = np.linalg.inv(self.cfg.T_e_oe)
+        self.T_b_ob_inv_np = np.linalg.inv(self.cfg.T_b_ob)
+
+        # Convert configuration parameters to numpy arrays for efficient computation.
+        self.dh_params_np = np.asarray(self.cfg.dh_params)
+        self.qpos_limits_np = np.asarray(self.cfg.qpos_limits)
+        self.link_lengths_np = np.asarray(self.cfg.link_lengths)
+        self.rotation_directions_np = np.asarray(self.cfg.rotation_directions)
+
+
+class _CPUSRSSolverImpl(_BaseSRSSolverImpl):
+    """CPU implementation of the SRS inverse kinematics solver."""
+
+    def __init__(self, cfg: SRSSolverCfg, device: torch.device):
+        super().__init__(cfg, device)
+
+    def _parse_params(self):
+        super()._parse_params()
+
+        # Generate all possible configuration combinations for shoulder, elbow, and wrist.
+        # Each configuration is represented by a vector of three elements, each being +1 or -1.
+        # This covers all 8 possible sign combinations for the three joints.
+        self.configs = [
+            np.array([x, y, z]) for x, y, z in product([1.0, -1.0], repeat=3)
+        ]
+
+        # Generate a set of elbow angles sampled uniformly from -π to π.
+        # The number of samples is determined by self.cfg.num_samples.
+        # These angles are used for searching possible IK solutions.
+        self.elbow_angles = torch.linspace(
+            -torch.pi, torch.pi, self.cfg.num_samples, device=self.device
+        )
+
+        # Convert ik_nearest_weight to a tensor for efficient computation.
+        self.ik_nearest_weight_tensor = torch.tensor(
+            self.cfg.ik_nearest_weight, dtype=torch.float32, device=self.device
+        )
+
+    def _get_fk(self, target_joint: np.ndarray) -> np.ndarray:
+        """
+        Compute the forward kinematics (FK) for a given joint state.
+
+        Args:
+            target_joint (np.ndarray): Joint angles (shape: [7,]).
+
+        Returns:
+            np.ndarray: 4x4 transformation matrix representing the end-effector pose.
+        """
+        # Initialize pose as identity matrix
+        pose = np.eye(4)
+
+        # Iterate through the DH parameters and compute the transformation
+        for i in range(self.dh_params.shape[0]):
+            d = self.dh_params[i, 0]
+            alpha = self.dh_params[i, 1]
+            a = self.dh_params[i, 2]
+            theta = self.dh_params[i, 3]
+
+            # Add joint angle contribution if within bounds
+            if i < target_joint.size:
+                theta += target_joint[i] * self.cfg.rotation_directions[i]
+
+            # Compute the transformation matrix for this joint
+            T = self._dh_transform(d, alpha, a, theta)
+            pose = pose @ T
+
+        # Apply additional transformations: user frame, base, and tool center point (TCP)
+        pose = (
+            self.cfg.T_b_ob
+            @ pose
+            @ self.cfg.T_e_oe  # End-effector-to-observed-end-effector transform
+            @ self.tcp_xpos  # Tool center point transform
+        )
+
+        return pose
+
+    def _calculate_arm_joint_angles(
+        self,
+        P26: np.ndarray,
+        elbow_config: int,
+        joints: np.ndarray,
+        link_lengths: np.ndarray,
+    ) -> bool:
+        """
+        Calculate joint angles based on the position vector P26.
+
+        Args:
+            P26 (np.ndarray): Vector from shoulder to wrist.
+            elbow_config (int): Elbow configuration (+1 or -1).
+            joints (np.ndarray): Joint angles to be updated.
+            link_lengths (np.ndarray): Link lengths of the robot.
+
+        Returns:
+            bool: True if successful, False otherwise.
+        """
+        d_bs, d_se, d_ew = link_lengths[:3]
+
+        norm_P26 = np.linalg.norm(P26)
+        if norm_P26 < np.abs(d_bs + d_ew):
+            logger.log_warning("Specified pose outside reachable workspace.")
+            return False
+
+        elbow_cos_angle = (norm_P26**2 - d_se**2 - d_ew**2) / (2 * d_se * d_ew)
+        if abs(elbow_cos_angle) > 1.0:
+            logger.log_debug("Elbow singularity. End effector at limit.")
+            return False
+
+        joints[3] = elbow_config * np.arccos(elbow_cos_angle)
+
+        if abs(P26[2]) > 1e-6:
+            joints[0] = np.arctan2(P26[1], P26[0])
+        else:
+            joints[0] = 0
+
+        euclidean_norm = np.hypot(P26[0], P26[1])
+        angle_phi = np.arccos(
+            (d_se**2 + norm_P26**2 - d_ew**2) / (2 * d_se * norm_P26)
+        )
+        joints[1] = np.arctan2(euclidean_norm, P26[2]) + elbow_config * angle_phi
+
+        return True
+
+    def _dh_transform(
+        self, d: float, alpha: float, a: float, theta: float
+    ) -> np.ndarray:
+        """
+        Compute the Denavit-Hartenberg transformation matrix.
+
+        Args:
+            d (float): Link offset.
+            alpha (float): Link twist.
+            a (float): Link length.
+            theta (float): Joint angle.
+
+        Returns:
+            np.ndarray: 4x4 transformation matrix.
+        """
+        cos_theta, sin_theta = np.cos(theta), np.sin(theta)
+        cos_alpha, sin_alpha = np.cos(alpha), np.sin(alpha)
+
+        # fmt: off
+        return np.array(
+            [
+                [cos_theta,  -sin_theta * cos_alpha, sin_theta * sin_alpha,  a * cos_theta],
+                [sin_theta,  cos_theta * cos_alpha, -cos_theta * sin_alpha,  a * sin_theta],
+                [0,          sin_alpha,              cos_alpha,              d],
+                [0, 0, 0, 1],
+            ]
+        )
+        # fmt: on
+
+    def _skew(self, vector: np.ndarray) -> np.ndarray:
+        """
+        Compute the skew-symmetric matrix of a vector.
+
+        Args:
+            vector (np.ndarray): Input vector (3,).
+
+        Returns:
+            np.ndarray: Skew-symmetric matrix (3x3).
+        """
+        return np.array(
+            [
+                [0, -vector[2], vector[1]],
+                [vector[2], 0, -vector[0]],
+                [-vector[1], vector[0], 0],
+            ]
+        )
+
+    def _compute_reference_plane(
+        self, target_pose: np.ndarray, elbow_config: int
+    ) -> Tuple[Optional[np.ndarray], Optional[np.ndarray], Optional[np.ndarray]]:
+        """
+        Calculate the reference plane vector, rotation matrix, and joint values.
+
+        Args:
+            target_pose (np.ndarray): Transformed target pose (4x4).
+            elbow_config (int): Elbow configuration (+1 or -1).
+
+        Returns:
+            tuple: (plane_normal, base_to_elbow_rotation, joint_angles) or (None, None, None) if failed.
+        """
+        dh_params = self.dh_params
+        link_lengths = self.cfg.link_lengths
+
+        P_target = target_pose[:3, 3]
+        P02 = np.array([0, 0, link_lengths[0]])
+        P67 = np.array([0, 0, dh_params[6, 0]])
+        P06 = P_target - target_pose[:3, :3] @ P67
+        P26 = P06 - P02
+
+        joint_angles = np.zeros(7)
+        if not self._calculate_arm_joint_angles(
+            P26, elbow_config, joint_angles, link_lengths
+        ):
+            return None, None, None
+
+        T34_v = self._dh_transform(
+            dh_params[3, 0], dh_params[3, 1], dh_params[3, 2], joint_angles[3]
+        )
+        P34_v = T34_v[:3, 3]
+
+        norm_P34_P02 = np.linalg.norm(P34_v - P02)
+        if norm_P34_P02 > 1e-6:
+            v1 = (P34_v - P02) / norm_P34_P02
+        else:
+            v1 = np.zeros_like(P34_v - P02)
+        v2 = (P06 - P02) / np.linalg.norm(P06 - P02)
+        plane_normal = np.cross(v1, v2)
+
+        base_to_elbow_rotation = np.eye(3)
+        for i in range(3):
+            T = self._dh_transform(
+                dh_params[i, 0], dh_params[i, 1], dh_params[i, 2], joint_angles[i]
+            )
+            base_to_elbow_rotation = base_to_elbow_rotation @ T[:3, :3]
+
+        return plane_normal, base_to_elbow_rotation, joint_angles
+
+    def _process_all_solutions(
+        self,
+        ik_qpos_tensor: torch.Tensor,
+        qpos_seed: torch.Tensor,
+        valid_mask: torch.Tensor,
+        success_tensor: torch.Tensor,
+    ) -> Tuple[torch.Tensor, torch.Tensor]:
+        """Returns all valid IK solutions (optionally sorted).
+
+        Args:
+            ik_qpos_tensor (torch.Tensor): The IK joint position tensor.
+            qpos_seed (torch.Tensor): The seed joint position tensor.
+            valid_mask (torch.Tensor): The mask indicating valid solutions.
+            success_tensor (torch.Tensor): The tensor indicating success of IK solutions.
+
+        Returns:
+            torch.Tensor: The success tensor.
+            torch.Tensor: The IK solutions tensor (sorted if specified).
+        """
+        if self.cfg.sort_ik:
+            weighted_diff = (
+                ik_qpos_tensor - qpos_seed.unsqueeze(1)
+            ) * self.ik_nearest_weight_tensor
+            distances = torch.norm(weighted_diff, dim=2)
+            distances[~valid_mask] = float("inf")
+            sorted_indices = torch.argsort(distances, dim=1)
+            sorted_ik_qpos_tensor = torch.gather(
+                ik_qpos_tensor, 1, sorted_indices.unsqueeze(-1).expand(-1, -1, 7)
+            )
+            return success_tensor, sorted_ik_qpos_tensor
+        else:
+            return success_tensor, ik_qpos_tensor
+
+    def _process_single_solution(
+        self,
+        ik_qpos_tensor: torch.Tensor,
+        qpos_seed: torch.Tensor,
+        valid_mask: torch.Tensor,
+        success_tensor: torch.Tensor,
+    ) -> Tuple[torch.Tensor, torch.Tensor]:
+        """Returns the nearest valid IK solution (optionally sorted).
+
+        Args:
+            ik_qpos_tensor (torch.Tensor): The IK joint position tensor.
+            qpos_seed (torch.Tensor): The seed joint position tensor.
+            valid_mask (torch.Tensor): The mask indicating valid solutions.
+            success_tensor (torch.Tensor): The tensor indicating success of IK solutions.
+
+        Returns:
+            torch.Tensor: The success tensor.
+            torch.Tensor: The nearest valid IK solution tensor.
+        """
+        num_targets = ik_qpos_tensor.shape[0]
+        if self.cfg.sort_ik:
+            weighted_diff = (
+                ik_qpos_tensor - qpos_seed.unsqueeze(1)
+            ) * self.ik_nearest_weight_tensor
+            distances = torch.norm(weighted_diff, dim=2)
+            mask = success_tensor.unsqueeze(1) & valid_mask
+            distances[~mask] = float("inf")
+            nearest_indices = torch.argmin(distances, dim=1)
+            nearest_solutions = torch.zeros(
+                (num_targets, 7), dtype=qpos_seed.dtype, device=self.device
+            )
+            has_solution = distances.min(dim=1).values != float("inf")
+            if has_solution.any():
+                nearest_solutions[has_solution] = ik_qpos_tensor[
+                    torch.arange(num_targets)[has_solution],
+                    nearest_indices[has_solution],
+                ]
+            return success_tensor, nearest_solutions.unsqueeze(1)
+        else:
+            # Return first solution only
+            return success_tensor, ik_qpos_tensor[:, :1, :]
+
+    def _get_each_ik(
+        self, target_pose: np.ndarray, nsparam: float, config: np.ndarray
+    ) -> Tuple[bool, Optional[np.ndarray]]:
+        """
+        Computes the inverse kinematics for a given target pose, normalization parameter, and configuration.
+
+        Args:
+            target_pose (np.ndarray): 4x4 target pose matrix.
+            nsparam (float): Normalization parameter (angle).
+            config (np.ndarray): Configuration index.
+
+        Returns:
+            bool: Success flag.
+            np.ndarray: List of joint solutions (7) or None if no solution is found.
+        """
+        # Validate the target pose matrix
+        target_pose = np.array(target_pose)
+        if target_pose.ndim == 3 and target_pose.shape[0] == 1:
+            target_pose = target_pose[0]  # Extract the first matrix
+        if target_pose.shape != (4, 4):
+            logger.log_error(
+                f"Invalid xpos shape: {target_pose.shape}, expected (4,4)."
+            )
+            return False, None
+
+        shoulder_config, elbow_config, wrist_config = config[0], config[1], config[2]
+
+        dof = self.dofs
+        joints_output = np.zeros(dof)
+
+        # Extract parameters
+        dh_params = self.dh_params
+        link_lengths = self.cfg.link_lengths
+        rotation_directions = self.cfg.rotation_directions
+
+        # Transform target pose
+        target_xpos = (
+            self.T_b_ob_inv_np @ target_pose @ self.tcp_inv_np @ self.T_e_oe_inv_np
+        )
+        P_target = target_xpos[:3, 3]
+        R_target = target_xpos[:3, :3]
+        P02 = np.array([0, 0, link_lengths[0]])  # Base to shoulder
+        P67 = np.array([0, 0, dh_params[6, 0]])  # Hand to end-effector
+        P06 = P_target - R_target @ P67
+        P26 = P06 - P02
+
+        # Calculate joint angles
+        joints = np.zeros(dof)
+        if not self._calculate_arm_joint_angles(
+            P26, elbow_config, joints, link_lengths
+        ):
+            return False, None
+
+        # Calculate transformations
+        T34 = self._dh_transform(
+            dh_params[3, 0], dh_params[3, 1], dh_params[3, 2], joints[3]
+        )
+        R34 = T34[:3, :3]
+
+        # Calculate reference plane
+        V_v_to_sew, R03_o, joint_v = self._compute_reference_plane(
+            target_xpos, config[1]
+        )
+        if V_v_to_sew is None:
+            return False, None
+
+        # Calculate shoulder joint rotation matrices
+        usw = P26 / np.linalg.norm(P26)
+        skew_usw = self._skew(usw)
+        angle_psi = nsparam
+        s_psi = wp.sin(angle_psi)
+        c_psi = wp.cos(angle_psi)
+
+        # Calculate rotation matrix R03
+        A_s = skew_usw @ R03_o
+        B_s = -skew_usw @ skew_usw @ R03_o
+        C_s = (usw[:, None] @ usw[None, :]) @ R03_o
+        R03 = A_s * s_psi + B_s * c_psi + C_s
+
+        # Calculate shoulder joint angles
+        angle1 = np.arctan2(R03[1, 1] * shoulder_config, R03[0, 1] * shoulder_config)
+        angle2 = np.arccos(R03[2, 1]) * shoulder_config
+        angle3 = np.arctan2(-R03[2, 2] * shoulder_config, -R03[2, 0] * shoulder_config)
+
+        # Calculate wrist joint angles
+        A_w = R34.T @ A_s.T @ R_target
+        B_w = R34.T @ B_s.T @ R_target
+        C_w = R34.T @ C_s.T @ R_target
+        R47 = A_w * s_psi + B_w * c_psi + C_w
+
+        angle5 = np.arctan2(R47[1, 2] * wrist_config, R47[0, 2] * wrist_config)
+        angle6 = np.arccos(R47[2, 2]) * wrist_config
+        angle7 = np.arctan2(R47[2, 1] * wrist_config, -R47[2, 0] * wrist_config)
+
+        joints_output[0] = (angle1 - dh_params[0, 3]) * rotation_directions[0]
+        joints_output[1] = (angle2 - dh_params[1, 3]) * rotation_directions[1]
+        joints_output[2] = (angle3 - dh_params[2, 3]) * rotation_directions[2]
+        joints_output[3] = (joints[3] - dh_params[3, 3]) * rotation_directions[3]
+        joints_output[4] = (angle5 - dh_params[4, 3]) * rotation_directions[4]
+        joints_output[5] = (angle6 - dh_params[5, 3]) * rotation_directions[5]
+        joints_output[6] = (angle7 - dh_params[6, 3]) * rotation_directions[6]
+
+        return True, joints_output
+
+    def get_ik(
+        self,
+        target_xpos: torch.Tensor,
+        qpos_seed: torch.Tensor,
+        return_all_solutions: bool = False,
+        **kwargs,
+    ) -> Tuple[torch.Tensor, torch.Tensor]:
+        """
+        Compute inverse kinematics (IK) for the given target pose using CPU.
+
+        Args:
+            target_xpos: Target end-effector pose (4x4).
+            qpos_seed: Initial joint positions (rad).
+            return_all_solutions: Whether to return all solutions. Default is False.
+            kwargs: Additional keyword arguments.
+
+        Returns:
+            Tuple[torch.Tensor, torch.Tensor]: Success flag and joint positions.
+        """
+        num_targets = target_xpos.shape[0]
+        # Validate and normalize qpos_seed
+        if qpos_seed is None:
+            qpos_seed = torch.zeros(
+                (target_xpos.shape[0], 7), dtype=torch.float32, device=self.device
+            )
+
+        # Prepare to collect results
+        max_possible_solutions = len(self.elbow_angles) * len(self.configs)
+        all_solutions = np.zeros(
+            (num_targets, max_possible_solutions, 7), dtype=np.float32
+        )
+        solution_counts = np.zeros(num_targets, dtype=np.int32)
+
+        # Iterate over target poses
+        for target_idx, xpos in enumerate(target_xpos):
+            sol_idx = 0
+            for psi in self.elbow_angles:
+                for config in self.configs:
+                    success, qpos = self._get_each_ik(xpos, psi.item(), config)
+                    if success:
+                        fk_xpos = self._get_fk(qpos)
+                        if np.allclose(fk_xpos, xpos, atol=1e-4):
+                            all_solutions[target_idx, sol_idx, :] = qpos
+                            sol_idx += 1
+            solution_counts[target_idx] = sol_idx
+
+        has_solution = solution_counts > 0
+        if not any(has_solution):
+            logger.log_warning(
+                f"Failed to calculate IK solutions.\n"
+                f"Target pose: {target_xpos}\nSeed: {qpos_seed}"
+            )
+            return (
+                torch.zeros(num_targets, dtype=torch.bool, device=self.device),
+                torch.zeros(
+                    (num_targets, num_targets, 7),
+                    dtype=qpos_seed.dtype,
+                    device=self.device,
+                ),
+            )
+        max_solutions = solution_counts.max()
+
+        # Convert results to tensors
+        ik_qpos_tensor = torch.zeros(
+            (num_targets, max_solutions, 7),
+            dtype=qpos_seed.dtype,
+            device=self.device,
+        )
+        for target_idx in range(num_targets):
+            count = solution_counts[target_idx]
+            if count > 0:
+                ik_qpos_tensor[target_idx, :count] = torch.from_numpy(
+                    all_solutions[target_idx, :count]
+                ).to(self.device, dtype=qpos_seed.dtype)
+
+        valid_mask = ik_qpos_tensor.abs().sum(dim=2) > 0  # (num_targets, max_solutions)
+        success_tensor = torch.from_numpy(has_solution).to(self.device)
+        if return_all_solutions:
+            return self._process_all_solutions(
+                ik_qpos_tensor, qpos_seed, valid_mask, success_tensor
+            )
+        else:
+            return self._process_single_solution(
+                ik_qpos_tensor, qpos_seed, valid_mask, success_tensor
+            )
+
+
+class _CUDASRSSolverImpl(_BaseSRSSolverImpl):
+    """CUDA implementation of the SRS inverse kinematics solver."""
+
+    def __init__(self, cfg: SRSSolverCfg, device: torch.device):
+        super().__init__(cfg, device)
+
+    def _parse_params(self):
+        super()._parse_params()
+
+        # Convert numpy transformation matrices to Warp mat44 format for CUDA computation.
+        self.tcp_inv_wp = wp.mat44(*self.tcp_inv_np.flatten())
+        self.T_b_ob_inv_wp = wp.mat44(*self.T_b_ob_inv_np.flatten())
+        self.T_e_oe_inv_wp = wp.mat44(*self.T_e_oe_inv_np.flatten())
+
+        # Convert DH parameters, joint limits, link lengths, and rotation directions to Warp arrays.
+        self.dh_params_wp = wp.array(
+            self.dh_params_np.flatten(),
+            dtype=float,
+            device=standardize_device_string(self.device),
+        )
+        self.qpos_limits_wp = wp.array(
+            self.qpos_limits_np,
+            dtype=wp.vec2,
+            device=standardize_device_string(self.device),
+        )
+        self.link_lengths_wp = wp.array(
+            self.link_lengths_np.flatten(),
+            dtype=float,
+            device=standardize_device_string(self.device),
+        )
+        self.rotation_directions_wp = wp.array(
+            self.rotation_directions_np.flatten(),
+            dtype=float,
+            device=standardize_device_string(self.device),
+        )
+
+        # Generate all possible configuration combinations for shoulder, elbow, and wrist.
+        # Each configuration is represented by a vector of three elements, each being +1 or -1.
+        # This covers all 8 possible sign combinations for the three joints.
+        self.configs = [wp.vec3(x, y, z) for x, y, z in product([1.0, -1.0], repeat=3)]
+        self.configs_wp = wp.array(
+            self.configs, dtype=wp.vec3, device=standardize_device_string(self.device)
+        )
+
+        # Generate a set of elbow angles sampled uniformly from -π to π.
+        # The number of samples is determined by self.cfg.num_samples.
+        # These angles are used for searching possible IK solutions.
+        joint_reference_limits = [-wp.pi, wp.pi]
+        self.elbow_angles = np.linspace(
+            joint_reference_limits[0], joint_reference_limits[1], self.cfg.num_samples
+        ).tolist()
+
+        # Convert elbow angles to Warp array for CUDA computation.
+        self.elbow_angles_wp = wp.array(
+            self.elbow_angles,
+            dtype=float,
+            device=standardize_device_string(self.device),
+        )
+
+    def _sort_ik_solutions(
+        self, qpos_out_wp, success_wp, qpos_seed, num_targets, num_configs, num_angles
+    ):
+        """
+        Sort IK solutions based on weighted distance.
+
+        Args:
+            qpos_out_wp: Warp array of IK solutions (shape: [num_targets * num_configs * num_angles, 7]).
+            success_wp: Warp array of validity flags (shape: [num_targets * num_configs * num_angles]).
+            qpos_seed: Warp array of seed positions (shape: [num_targets, 7]).
+            num_targets: Number of targets.
+            num_configs: Number of configurations.
+            num_angles: Number of angles.
+
+        Returns:
+            Tuple[wp.array, wp.array]: Sorted IK solutions and their validity flags.
+        """
+        N = num_targets
+        N_SOL = num_configs * num_angles
+        DOF = 7
+
+        sorted_ik_solutions = wp.zeros(
+            N * N_SOL * DOF, dtype=float, device=standardize_device_string(self.device)
+        )
+        sorted_ik_valid_flags = wp.zeros(
+            N * N_SOL, dtype=int, device=standardize_device_string(self.device)
+        )
+        distances = wp.zeros(
+            N * N_SOL, dtype=float, device=standardize_device_string(self.device)
+        )
+        indices = wp.zeros(
+            N * N_SOL, dtype=int, device=standardize_device_string(self.device)
+        )
+
+        wp.launch(
+            kernel=sort_ik_kernel,
+            dim=num_targets,
+            inputs=[
+                qpos_out_wp,
+                success_wp,
+                qpos_seed,
+                wp.array(
+                    self.cfg.ik_nearest_weight,
+                    dtype=float,
+                    device=standardize_device_string(self.device),
+                ),
+                distances,
+                indices,
+                N_SOL,
+            ],
+            outputs=[
+                sorted_ik_solutions,
+                sorted_ik_valid_flags,
+            ],
+            device=standardize_device_string(self.device),
+        )
+        return sorted_ik_solutions, sorted_ik_valid_flags
+
+    def _nearest_ik_solution(
+        self, qpos_out_wp, success_wp, qpos_seed, num_targets, num_configs, num_angles
+    ):
+        """
+        Find the nearest valid IK solution for each target pose.
+
+        Selects the IK solution closest to the seed configuration among all valid solutions.
+
+        Args:
+            qpos_out_wp: IK solutions array of shape [num_targets * num_configs * num_angles, 7]
+            success_wp: Validity flags array of shape [num_targets * num_configs * num_angles]
+            qpos_seed: Seed configurations array of shape [num_targets, 7]
+            num_targets: Number of target poses
+            num_configs: Number of IK configurations
+            num_angles: Number of sampling angles
+
+        Returns:
+            Tuple[wp.array, wp.array]:
+                - Nearest IK solutions array of shape [num_targets, 7]
+                - Validity flags array of shape [num_targets] indicating solution feasibility
+        """
+        N = num_targets
+        N_SOL = num_configs * num_angles
+        DOF = 7
+
+        nearest_ik_solutions = wp.zeros(
+            N * DOF, dtype=float, device=standardize_device_string(self.device)
+        )
+        nearest_ik_valid_flags = wp.zeros(
+            N, dtype=int, device=standardize_device_string(self.device)
+        )
+
+        wp.launch(
+            kernel=nearest_ik_kernel,
+            dim=num_targets,
+            inputs=[
+                qpos_out_wp,
+                success_wp,
+                qpos_seed.flatten(),
+                wp.array(
+                    self.cfg.ik_nearest_weight,
+                    dtype=float,
+                    device=standardize_device_string(self.device),
+                ),
+                N_SOL,
+            ],
+            outputs=[
+                nearest_ik_solutions,
+                nearest_ik_valid_flags,
+            ],
+            device=standardize_device_string(self.device),
+        )
+        return nearest_ik_solutions, nearest_ik_valid_flags
+
+    def _process_all_solutions(
+        self,
+        qpos_out_wp: wp.array,
+        success_wp: wp.array,
+        qpos_seed: wp.array,
+        num_targets: int,
+        num_configs: int,
+        num_angles: int,
+    ) -> Tuple[torch.Tensor, torch.Tensor]:
+        """
+        Process and return all valid IK solutions.
+
+        Args:
+            qpos_out_wp: Warp array of IK solutions.
+            success_wp: Warp array of success flags.
+            qpos_seed: Seed joint positions.
+            num_targets: Number of target poses.
+            num_configs: Number of configurations.
+            num_angles: Number of angles.
+
+        Returns:
+            Tuple[torch.Tensor, torch.Tensor]: Success flags and all valid joint positions.
+        """
+        num_per_target = num_configs * num_angles
+
+        if self.cfg.sort_ik:
+            sorted_ik_solutions, sorted_ik_valid_flags = self._sort_ik_solutions(
+                qpos_out_wp,
+                success_wp,
+                qpos_seed.flatten(),
+                num_targets,
+                num_configs,
+                num_angles,
+            )
+
+            ik_solutions_tensor = wp.to_torch(sorted_ik_solutions).view(
+                num_targets, num_per_target, 7
+            )
+            ik_valid_flags_tensor = (
+                wp.to_torch(sorted_ik_valid_flags)
+                .view(num_targets, num_per_target)
+                .bool()
+            )
+        else:
+            ik_solutions_tensor = wp.to_torch(qpos_out_wp).view(
+                num_targets, num_per_target, 7
+            )
+            ik_valid_flags_tensor = (
+                wp.to_torch(success_wp).view(num_targets, num_per_target).bool()
+            )
+
+        success_flags = ik_valid_flags_tensor.any(dim=1)
+
+        valid_qpos_list = [
+            ik_solutions_tensor[i][ik_valid_flags_tensor[i]] for i in range(num_targets)
+        ]
+        max_solutions = max(q.shape[0] for q in valid_qpos_list)
+        valid_qpos_tensor = torch.zeros(
+            (num_targets, max_solutions, 7),
+            dtype=torch.float32,
+            device=self.device,
+        )
+        for i, q in enumerate(valid_qpos_list):
+            valid_qpos_tensor[i, : q.shape[0]] = q.to(self.device)
+
+        return success_flags.to(self.device), valid_qpos_tensor
+
+    def _process_single_solution(
+        self,
+        qpos_out_wp: wp.array,
+        success_wp: wp.array,
+        qpos_seed: wp.array,
+        num_targets: int,
+        num_configs: int,
+        num_angles: int,
+    ) -> Tuple[torch.Tensor, torch.Tensor]:
+        """
+        Process and return the nearest valid IK solution for each target.
+
+        Args:
+            qpos_out_wp: Warp array of IK solutions.
+            success_wp: Warp array of success flags.
+            qpos_seed: Seed joint positions.
+            num_targets: Number of target poses.
+            num_configs: Number of configurations.
+            num_angles: Number of angles.
+
+        Returns:
+            Tuple[torch.Tensor, torch.Tensor]: Success flags and nearest valid joint positions.
+        """
+        num_per_target = num_configs * num_angles
+
+        if self.cfg.sort_ik:
+            nearest_ik_solutions, nearest_ik_valid_flags = self._nearest_ik_solution(
+                qpos_out_wp,
+                success_wp,
+                qpos_seed,
+                num_targets,
+                num_configs,
+                num_angles,
+            )
+
+            nearest_ik_solutions_tensor = wp.to_torch(nearest_ik_solutions).view(
+                num_targets, 7
+            )
+            nearest_ik_valid_flags_tensor = (
+                wp.to_torch(nearest_ik_valid_flags).view(num_targets).bool()
+            )
+
+            first_valid_qpos = torch.zeros(
+                (num_targets, 1, 7), dtype=torch.float32, device=self.device
+            )
+            for i in range(num_targets):
+                if nearest_ik_valid_flags_tensor[i]:
+                    first_valid_qpos[i, 0] = nearest_ik_solutions_tensor[i].to(
+                        self.device
+                    )
+
+            return nearest_ik_valid_flags_tensor.to(self.device), first_valid_qpos
+        else:
+            ik_solutions_tensor = wp.to_torch(qpos_out_wp).view(
+                num_targets, num_per_target, 7
+            )
+            ik_valid_flags_tensor = (
+                wp.to_torch(success_wp).view(num_targets, num_per_target).bool()
+            )
+
+            first_valid_qpos = torch.zeros(
+                (num_targets, 1, 7), dtype=torch.float32, device=self.device
+            )
+            valid_flags = torch.zeros(num_targets, dtype=torch.bool, device=self.device)
+            for i in range(num_targets):
+                valid_indices = torch.where(ik_valid_flags_tensor[i])[0]
+                if len(valid_indices) > 0:
+                    first_valid_qpos[i, 0] = ik_solutions_tensor[
+                        i, valid_indices[0]
+                    ].to(self.device)
+                    valid_flags[i] = True
+
+            return valid_flags, first_valid_qpos
+
+    def _check_success_flags(
+        self,
+        success_wp: wp.array,
+        num_targets: int,
+        num_configs: int,
+        num_angles: int,
+    ) -> torch.Tensor:
+        """
+        Check success flags for IK solutions.
+
+        Args:
+            success_wp: Warp array of success flags.
+            num_targets: Number of target poses.
+            num_configs: Number of configurations.
+            num_angles: Number of angles.
+
+        Returns:
+            torch.Tensor: Success flags as a boolean tensor.
+        """
+        num_solutions = num_configs * num_angles
+        success_flags_wp = wp.empty(
+            num_targets, dtype=int, device=standardize_device_string(self.device)
+        )
+        wp.launch(
+            kernel=check_success_kernel,
+            dim=num_targets,
+            inputs=[
+                success_wp,
+                num_solutions,
+            ],
+            outputs=[
+                success_flags_wp,
+            ],
+            device=standardize_device_string(self.device),
+        )
+        return wp.to_torch(success_flags_wp).bool().to(self.device)
+
+    def _compute_ik_solutions(
+        self,
+        combinations_wp: wp.array,
+        xpos_wp: wp.array,
+        qpos_out_wp: wp.array,
+        success_wp: wp.array,
+        num_combinations: int,
+    ) -> None:
+        """
+        Compute IK solutions using the provided combinations.
+
+        Args:
+            combinations_wp: Warp array of combinations for parallel processing.
+            xpos_wp: Transformed target poses.
+            qpos_out_wp: Output array for joint positions.
+            success_wp: Output array for success flags.
+            num_combinations: Total number of combinations to process.
+        """
+        # Temporary arrays
+        res_arm_angles = wp.zeros(
+            num_combinations, dtype=int, device=standardize_device_string(self.device)
+        )
+        joints_arm = wp.zeros(
+            num_combinations,
+            dtype=wp.vec4,
+            device=standardize_device_string(self.device),
+        )
+        res_plane_normal = wp.zeros(
+            num_combinations, dtype=int, device=standardize_device_string(self.device)
+        )
+        plane_normal = wp.zeros(
+            num_combinations,
+            dtype=wp.vec3,
+            device=standardize_device_string(self.device),
+        )
+        base_to_elbow_rotation = wp.zeros(
+            num_combinations,
+            dtype=wp.mat33,
+            device=standardize_device_string(self.device),
+        )
+        joints_plane = wp.zeros(
+            num_combinations,
+            dtype=wp.vec4,
+            device=standardize_device_string(self.device),
+        )
+
+        # Launch kernel to compute IK solutions
+        wp.launch(
+            kernel=compute_ik_kernel,
+            dim=num_combinations,
+            inputs=(
+                combinations_wp,
+                xpos_wp,
+                self.elbow_angles_wp,
+                self.qpos_limits_wp,
+                self.configs_wp,
+                self.dh_params_wp,
+                self.link_lengths_wp,
+                self.rotation_directions_wp,
+                res_arm_angles,
+                joints_arm,
+                res_plane_normal,
+                plane_normal,
+                base_to_elbow_rotation,
+                joints_plane,
+            ),
+            outputs=[success_wp, qpos_out_wp],
+            device=standardize_device_string(self.device),
+        )
+
+    def get_ik(
+        self,
+        target_xpos: torch.Tensor,
+        qpos_seed: torch.Tensor,
+        return_all_solutions: bool = False,
+        **kwargs,
+    ) -> Tuple[torch.Tensor, torch.Tensor]:
+        """
+        Compute inverse kinematics (IK) for the given target pose.
+
+        Args:
+            target_xpos: Target end-effector pose (4x4).
+            qpos_seed: Initial joint positions (rad).
+            return_all_solutions: Whether to return all solutions.
+
+        Returns:
+            Tuple[torch.Tensor, torch.Tensor]: Success flag and joint positions.
+        """
+        # Prepare inputs
+        target_xpos = target_xpos.to(self.device)
+        target_xpos = target_xpos.view(-1, 4, 4)
+        target_xpos_wp = wp.from_torch(target_xpos, dtype=wp.mat44)
+
+        # transform pose
+        xpos_wp = wp.zeros(
+            target_xpos_wp.shape[0],
+            dtype=wp.mat44,
+            device=standardize_device_string(self.device),
+        )
+        wp.launch(
+            kernel=transform_pose_kernel,
+            dim=target_xpos_wp.shape[0],
+            inputs=[
+                target_xpos_wp,
+                self.T_b_ob_inv_wp,
+                self.T_e_oe_inv_wp,
+                self.tcp_inv_wp,
+            ],
+            outputs=[xpos_wp],
+            device=standardize_device_string(self.device),
+        )
+
+        # Define configurations and angles
+        if qpos_seed is None:
+            qpos_seed = wp.zeros(
+                (target_xpos.shape[0], 7),
+                dtype=float,
+                device=standardize_device_string(self.device),
+            )
+            # TODO: Currently, full-space sampling is used to temporarily address situations
+            # where joint space discontinuities or solution failures occur in different user scenarios.
+            # Future plans include reducing the sampling space and adjusting the configuration.
+            #
+            # self.configs = [wp.vec3(*np.sign(qpos_seed[[1, 3, 5]].cpu().numpy()))]
+
+        # Prepare output arrays
+        num_targets = target_xpos_wp.shape[0]
+        num_configs = len(self.configs)
+        num_angles = len(self.elbow_angles)
+        # num_solutions = num_configs * num_angles
+        num_combinations = num_targets * num_configs * num_angles
+
+        # Generate combinations for parallel processing
+        combinations_np = np.stack(
+            np.meshgrid(
+                np.arange(num_targets),
+                np.arange(num_configs),
+                np.arange(num_angles),
+                indexing="ij",
+            ),
+            axis=-1,
+        ).reshape(-1, 3)
+        combinations_wp = wp.array(
+            combinations_np,
+            dtype=wp.vec3,
+            device=standardize_device_string(self.device),
+        )
+
+        # Output arrays
+        qpos_out_wp = wp.zeros(
+            num_combinations * 7,
+            dtype=float,
+            device=standardize_device_string(self.device),
+        )
+        success_wp = wp.zeros(
+            num_combinations, dtype=int, device=standardize_device_string(self.device)
+        )
+
+        # Compute IK solutions
+        self._compute_ik_solutions(
+            combinations_wp, xpos_wp, qpos_out_wp, success_wp, num_combinations
+        )
+
+        # Check for successful solutions
+        success_flags_tensor = self._check_success_flags(
+            success_wp, num_targets, num_configs, num_angles
+        )
+
+        if success_flags_tensor.any():
+            if return_all_solutions:
+                return self._process_all_solutions(
+                    qpos_out_wp,
+                    success_wp,
+                    qpos_seed,
+                    num_targets,
+                    num_configs,
+                    num_angles,
+                )
+            else:
+                return self._process_single_solution(
+                    qpos_out_wp,
+                    success_wp,
+                    qpos_seed,
+                    num_targets,
+                    num_configs,
+                    num_angles,
+                )
+        else:
+            return (
+                torch.zeros(num_targets, dtype=torch.bool, device=self.device),
+                torch.zeros(
+                    (num_targets, num_targets, 7),
+                    dtype=torch.float32,
+                    device=self.device,
+                ),
+            )
+
+
+class SRSSolver(BaseSolver):
+    r"""SRS inverse kinematics (IK) controller.
+
+    This controller implements SRS inverse kinematics using various methods for
+    computing the inverse of the Jacobian matrix.
+    """
+
+    def __init__(self, cfg: SRSSolverCfg, num_envs: int, device: str, **kwargs):
+        r"""Initializes the SRS kinematics solver.
+
+            This constructor sets up the kinematics solver using SRS methods,
+            allowing for efficient computation of robot kinematics based on
+            the specified URDF model.
+
+        Args:
+            cfg: The configuration for the solver.
+            num_envs (int): The number of environments for the solver.
+            device (str, optional): The device to use for the solver (e.g., "cpu" or "cuda").
+            **kwargs: Additional keyword arguments passed to the base solver.
+
+        """
+        super().__init__(cfg=cfg, num_envs=num_envs, device=device, **kwargs)
+
+        # Degrees of freedom
+        self.dofs = 7
+
+        # Tool Center Point (TCP) position
+        self.tcp_xpos = np.eye(4)
+
+        # Compute root base transform
+        fk_dict = self.pk_serial_chain.forward_kinematics(
+            th=np.zeros(7), end_only=False
+        )
+        root_tf = fk_dict[list(fk_dict.keys())[0]]
+        self.root_base_xpos = root_tf.get_matrix().cpu().numpy()
+
+        # Initialize implementation based on device
+        if self.device.type == "cuda":
+            self.impl = _CUDASRSSolverImpl(cfg, self.device)
+        else:
+            self.impl = _CPUSRSSolverImpl(cfg, self.device)
+
+    def get_ik(
+        self,
+        target_xpos: torch.Tensor,
+        qpos_seed: torch.Tensor = None,
+        return_all_solutions: bool = False,
+        **kwargs,
+    ) -> Tuple[torch.Tensor, torch.Tensor]:
+        """
+        Compute inverse kinematics (IK) for the given target pose.
+
+        Args:
+            target_xpos: Target end-effector pose (4x4).
+            qpos_seed: Initial joint positions (rad). Default is None.
+            return_all_solutions: Whether to return all solutions. Default is False.
+            kwargs: Additional keyword arguments.
+
+        Returns:
+            Tuple[torch.Tensor, torch.Tensor]: Success flag and joint positions.
+        """
+        return self.impl.get_ik(
+            target_xpos=target_xpos,
+            qpos_seed=qpos_seed,
+            return_all_solutions=return_all_solutions,
+            **kwargs,
+        )
diff --git a/embodichain/lab/sim/types.py b/embodichain/lab/sim/types.py
new file mode 100644
index 00000000..3e080f4e
--- /dev/null
+++ b/embodichain/lab/sim/types.py
@@ -0,0 +1,28 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+import torch
+
+from typing import Sequence, Union, Dict, Literal
+
+
+Array = Union[torch.Tensor, np.ndarray, Sequence]
+Device = Union[str, torch.device]
+
+EnvObs = Dict[str, Union[torch.Tensor, Dict[str, torch.Tensor]]]
+
+EnvAction = Union[torch.Tensor, Dict[str, torch.Tensor]]
diff --git a/embodichain/lab/sim/utility/__init__.py b/embodichain/lab/sim/utility/__init__.py
new file mode 100644
index 00000000..94cbbc59
--- /dev/null
+++ b/embodichain/lab/sim/utility/__init__.py
@@ -0,0 +1,19 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .sim_utils import *
+from .mesh_utils import *
+from .gizmo_utils import *
diff --git a/embodichain/lab/sim/utility/action_utils.py b/embodichain/lab/sim/utility/action_utils.py
new file mode 100644
index 00000000..2fc70cee
--- /dev/null
+++ b/embodichain/lab/sim/utility/action_utils.py
@@ -0,0 +1,337 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+import torch
+import warp as wp
+
+from typing import Tuple
+
+from embodichain.utils.utility import inv_transform
+from embodichain.utils.warp import (
+    trajectory_get_diff_kernel,
+    trajectory_interpolate_kernel,
+    trajectory_add_origin_kernel,
+    get_offset_qpos_kernel,
+    pairwise_distances,
+    cumsum_distances,
+    repeat_first_point,
+    interpolate_along_distance,
+)
+from embodichain.lab.sim.solvers.base_solver import BaseSolver
+from embodichain.utils.device_utils import standardize_device_string
+
+
+def compute_pose_offset_related_to_first(full_pose: torch.Tensor) -> torch.Tensor:
+    """Compute pose offset relative to the first pose.
+
+    Args:
+        full_pose (torch.Tensor): The full pose tensor of shape (N, 4, 4).
+
+    Returns:
+        torch.Tensor: The pose offset tensor of shape (N, 4, 4).
+    """
+    inv_pose0_np = inv_transform(full_pose[0].to("cpu").numpy())
+    inv_pose0 = torch.tensor(inv_pose0_np, device=full_pose.device)
+    inv_pose0_repeat = inv_pose0[None, :, :].repeat(full_pose.shape[0], 1, 1)
+    return torch.bmm(inv_pose0_repeat, full_pose)
+
+
+def sort_and_padding_key_frame(
+    trajectory: np.ndarray, key_indices: np.ndarray, key_frames_batch: np.ndarray
+) -> Tuple[np.ndarray, np.ndarray]:
+    """sort and padding key frames for warping trajectory
+
+    Args:
+        trajectory (torch.Tensor): raw trajectory. [n_waypoint, dof] of float.
+        key_indices (torch.Tensor): key frame waypoint indices. [n_keyframe,] of int.
+        key_frames_batch (torch.Tensor): batch key frames. [n_batch, n_keyframe, dof] of float.
+
+    Returns:
+        key_indices_ascending (np.ndarray): padded and sorted key frame indices. [n_keyframe_new,] of int.
+        key_frames_ascending (np.ndarray): padded and sorted batch key frames. [n_batch, n_keyframe_new, dof] of float.
+    """
+    sort_ids = np.argsort(key_indices)
+    key_indices_ascending = key_indices[sort_ids]
+    key_frames_ascending = key_frames_batch[:, sort_ids, :]
+    n_batch = key_frames_batch.shape[0]
+    if key_indices_ascending[0] != 0:
+        key_indices_ascending = np.hstack([0, key_indices_ascending])
+        padding_frame = trajectory[0][None, None, :].repeat(n_batch, axis=0)
+        key_frames_ascending = np.concatenate(
+            [padding_frame, key_frames_ascending], axis=1
+        )
+    if key_indices_ascending[-1] != trajectory.shape[0] - 1:
+        key_indices_ascending = np.hstack(
+            [key_indices_ascending, trajectory.shape[0] - 1]
+        )
+        padding_frame = trajectory[trajectory.shape[0] - 1][None, None, :].repeat(
+            n_batch, axis=0
+        )
+        key_frames_ascending = np.concatenate(
+            [key_frames_ascending, padding_frame], axis=1
+        )
+    return key_indices_ascending, key_frames_ascending
+
+
+def warp_trajectory_qpos(
+    trajectory: torch.Tensor,
+    key_indices: torch.Tensor,
+    key_frames_batch: torch.Tensor,
+    device: str = "cuda",
+) -> torch.Tensor:
+    """warp trajectory
+
+    Args:
+        trajectory (torch.Tensor): raw trajectory. [n_waypoint, dof] of float.
+        key_indices (torch.Tensor): key frame waypoint indices. [n_keyframe,] of int.
+        key_frames_batch (torch.Tensor): batch key frames. [n_batch, n_keyframe, dof] of float.
+        device (str, optional): torch tensor device. Defaults to "cuda".
+
+    Returns:
+        torch.Tensor: warped trajectory. [n_batch, n_waypoint, dof] of float.
+    """
+    # sort and pad key frames
+    trajectory_np = trajectory.to("cpu").numpy().astype(np.float32)
+    key_indices_np = key_indices.to("cpu").numpy().astype(np.int32)
+    key_frames_batch_np = key_frames_batch.to("cpu").numpy().astype(np.float32)
+
+    key_indices_padded, key_frames_padded = sort_and_padding_key_frame(
+        trajectory_np, key_indices_np, key_frames_batch_np
+    )
+
+    # allocate cuda memory
+    n_batch = key_frames_padded.shape[0]
+    n_keyframe = key_indices_padded.shape[0]
+    n_waypoint, dof = trajectory_np.shape
+    wp_in_trajectory = wp.array(
+        trajectory_np.flatten(), dtype=float, device=standardize_device_string(device)
+    )
+    out_trajectory = np.zeros((n_batch, n_waypoint, dof), dtype=np.float32)
+    wp_out_trajectory = wp.array(
+        out_trajectory.flatten(), dtype=float, device=standardize_device_string(device)
+    )
+    wp_key_indices = wp.array(
+        key_indices_padded, dtype=int, device=standardize_device_string(device)
+    )
+    wp_key_frames = wp.array(
+        key_frames_padded.flatten(),
+        dtype=float,
+        device=standardize_device_string(device),
+    )
+
+    # calcuate
+    wp.launch(
+        kernel=trajectory_get_diff_kernel,
+        dim=(n_batch, dof),
+        inputs=[
+            wp_in_trajectory,
+            wp_key_indices,
+            wp_key_frames,
+            n_waypoint,
+            dof,
+            n_keyframe,
+        ],
+        outputs=[
+            wp_out_trajectory,
+        ],
+        device=standardize_device_string(device),
+    )
+    wp.launch(
+        kernel=trajectory_interpolate_kernel,
+        dim=(n_batch, n_waypoint, dof),
+        inputs=[wp_key_indices, n_waypoint, dof, n_keyframe],
+        outputs=[
+            wp_out_trajectory,
+        ],
+        device=standardize_device_string(device),
+    )
+    wp.launch(
+        kernel=trajectory_add_origin_kernel,
+        dim=(n_batch, n_waypoint, dof),
+        inputs=[wp_in_trajectory, n_waypoint, dof],
+        outputs=[
+            wp_out_trajectory,
+        ],
+        device=standardize_device_string(device),
+    )
+    warp_traj = (
+        wp.to_torch(wp_out_trajectory)
+        .reshape(n_batch, n_waypoint, dof)
+        .to(torch.device(device))
+    )
+    return warp_traj
+
+
+def get_trajectory_object_offset_qpos(
+    trajectory: torch.Tensor,
+    key_indices: torch.Tensor,
+    key_obj_indices: torch.Tensor,
+    obj_offset: torch.Tensor,
+    solver: BaseSolver,
+    base_xpos: torch.Tensor,
+    device=torch.device("cuda"),
+):
+    """warp trajectory according to object pose offset
+
+    Args:
+        trajectory (torch.Tensor): raw trajectory. [n_waypoint, dof] of float, joint positions.
+        key_indices (torch.Tensor): key frame waypoint indices. [n_keyframe,] of int.
+        key_obj_indices (torch.Tensor): key frame belong to which object index. [n_keyframe,] of int.
+        obj_offset (torch.Tensor): each object pose offset. [obj_num, n_batch, 4, 4] of float.
+        solver (BaseSolver): robot kinematic solver.
+        base_xpos (torch.Tensor): solver root link pose in world coordinate. [4, 4] of float.
+        device (str, optional): torch tensor device. Defaults to "cuda".
+
+    Returns:
+        torch.Tensor: warped trajectory. [n_batch, n_waypoint, dof] of float.
+    """
+    assert key_indices.shape[0] == key_obj_indices.shape[0]
+    dof = trajectory.shape[1]
+    key_qpos = trajectory[key_indices]  # [n_keyframe, DOF]
+    n_batch = obj_offset.shape[1]  # batch num, aws arena num
+    n_keyframe = key_qpos.shape[0]
+    key_xpos = solver.get_fk(key_qpos)  # [n_keyframe, 4, 4]
+
+    base_xpos_repeat = base_xpos[None, :, :].repeat(n_keyframe, 1, 1)
+    key_xpos = torch.bmm(base_xpos_repeat, key_xpos)
+
+    base_xpos_inv_np = inv_transform(base_xpos.to("cpu").numpy())
+    base_xpos_inv_wp = wp.mat44f(base_xpos_inv_np)
+    key_obj_indices_wp = wp.from_torch(key_obj_indices.reshape(-1))
+    obj_offset_wp = wp.from_torch(obj_offset.reshape(-1))
+    key_xpos_wp = wp.from_torch(key_xpos.reshape(-1))
+    key_obj_offset_wp = wp.zeros(
+        n_batch * n_keyframe * 16, dtype=float, device=standardize_device_string(device)
+    )
+
+    wp.launch(
+        kernel=get_offset_qpos_kernel,
+        dim=(n_batch, n_keyframe),
+        inputs=[
+            key_obj_indices_wp,
+            obj_offset_wp,
+            key_xpos_wp,
+            base_xpos_inv_wp,
+            n_batch,
+            n_keyframe,
+        ],
+        outputs=[
+            key_obj_offset_wp,
+        ],
+        device=standardize_device_string(device),
+    )
+    key_xpos_offset = wp.to_torch(key_obj_offset_wp).reshape(n_batch * n_keyframe, 4, 4)
+    key_qpos_batch = key_qpos[None, :, :].repeat(n_batch, 1, 1).reshape(-1, dof)
+    # for pytorch solver, ik use qpos seed but not joint seed
+    is_success, key_qpos_offset = solver.get_ik(
+        target_xpos=key_xpos_offset,
+        qpos_seed=key_qpos_batch,
+    )
+    key_qpos_offset = key_qpos_offset.reshape(n_batch, n_keyframe, -1)
+    return is_success, key_qpos_offset
+
+
+def interpolate_with_distance_warp(
+    trajectory: torch.Tensor,  # expected shape [B, N, M], float or convertible to float
+    interp_num: int,  # T
+    device=torch.device("cuda"),
+) -> torch.Tensor:
+    """
+    Resample a batch of trajectories of shape [B, N, M] into [B, T, M] by
+    piecewise-linear interpolation over cumulative Euclidean distance
+    along the N dimension, handling each batch independently.
+
+    Args:
+        trajectory: Torch.Tensor of shape [B, N, M].
+        interp_num: Target number of samples T.
+        device: Warp device string ('cpu', 'cuda', 'cuda:0', ...).
+        dtype: Working dtype (wp.float32 or wp.float64). Defaults to wp.float32.
+
+    Returns:
+        Torch.Tensor of shape [B, T, M] with interpolated trajectories.
+    """
+    # Flatten input trajectory for warp kernels (avoid multi-dimensional wp.array bugs)
+    trajectory_flat = trajectory.contiguous().to(device).view(-1)
+    points = wp.from_torch(trajectory_flat)
+
+    B, N, M = trajectory.shape  # original shape components
+    T = int(interp_num)
+
+    if T < 0:
+        raise ValueError("`interp_num` must be non-negative.")
+
+    # Handle degenerate T
+    out = (
+        wp.empty(
+            (B * T * M,), dtype=wp.float32, device=standardize_device_string(device)
+        )
+        if T > 0
+        else wp.empty((0,), dtype=wp.float32, device=standardize_device_string(device))
+    )
+
+    # Handle N < 2
+    if N < 2:
+        if N == 1 and T > 0:
+            # Repeat the single point across T (kernel expects flattened arrays)
+            wp.launch(
+                kernel=repeat_first_point,
+                dim=B * T,
+                inputs=[points, out, B, T, M, N],
+                device=standardize_device_string(device),
+            )
+        # N == 0 -> return empty (out already allocated)
+        interp_trajectory = (
+            wp.to_torch(out).view(B, T, M) if T > 0 else wp.to_torch(out).view(B, 0, M)
+        )
+        return interp_trajectory
+
+    if T == 0:
+        return out  # nothing to do
+
+    # 1) pairwise distances along N
+    dists = wp.empty(
+        (B * (N - 1),), dtype=wp.float32, device=standardize_device_string(device)
+    )
+    wp.launch(
+        kernel=pairwise_distances,
+        dim=B * (N - 1),
+        inputs=[points, dists, B, N, M],
+        device=standardize_device_string(device),
+    )
+
+    # 2) cumulative distances per batch
+    cumulative = wp.empty(
+        (B * N,), dtype=wp.float32, device=standardize_device_string(device)
+    )
+    wp.launch(
+        kernel=cumsum_distances,
+        dim=B,
+        inputs=[dists, cumulative, B, N],
+        device=standardize_device_string(device),
+    )
+
+    # 3) interpolation per (b, t)
+    wp.launch(
+        kernel=interpolate_along_distance,
+        dim=B * T,
+        inputs=[points, cumulative, out, B, N, M, T],
+        device=standardize_device_string(device),
+    )
+
+    # wp.synchronize_device(device)
+    interp_trajectory = wp.to_torch(out).view(B, T, M)
+    return interp_trajectory
diff --git a/embodichain/lab/sim/utility/gizmo_utils.py b/embodichain/lab/sim/utility/gizmo_utils.py
new file mode 100644
index 00000000..5595a825
--- /dev/null
+++ b/embodichain/lab/sim/utility/gizmo_utils.py
@@ -0,0 +1,46 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""
+Gizmo utility functions for EmbodiSim.
+
+This module provides utility functions for creating gizmo transform callbacks.
+"""
+
+from typing import Callable
+from dexsim.types import TransformMask
+
+
+def create_gizmo_callback() -> Callable:
+    """Create a standard gizmo transform callback function.
+
+    This callback handles basic translation and rotation operations for gizmo controls.
+    It applies transformations directly to the node when gizmo controls are manipulated.
+
+    Returns:
+        Callable: A callback function that can be used with gizmo.node.set_flush_transform_callback()
+    """
+
+    def gizmo_transform_callback(node, translation, rotation, flag):
+        if node is not None:
+            if flag == (TransformMask.TRANSFORM_LOCAL | TransformMask.TRANSFORM_T):
+                # Handle translation changes
+                node.set_translation(translation)
+            elif flag == (TransformMask.TRANSFORM_LOCAL | TransformMask.TRANSFORM_R):
+                # Handle rotation changes
+                node.set_rotation_rpy(rotation)
+
+    return gizmo_transform_callback
diff --git a/embodichain/lab/sim/utility/import_utils.py b/embodichain/lab/sim/utility/import_utils.py
new file mode 100644
index 00000000..0630a48e
--- /dev/null
+++ b/embodichain/lab/sim/utility/import_utils.py
@@ -0,0 +1,125 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from embodichain.utils import logger
+
+
+def lazy_import_pytorch_kinematics():
+    """
+    Lazily import pytorch_kinematics and return the module.
+
+    Returns:
+        module: The pytorch_kinematics module if available.
+
+    Raises:
+        ImportError: If the module is not installed.
+    """
+    try:
+        import pytorch_kinematics as pk
+
+        return pk
+    except ImportError as e:
+        logger.log_warning(
+            "pytorch_kinematics not installed. Install with `pip install pytorch_kinematics==0.7.5`"
+        )
+        raise e
+
+
+def lazy_import_pinocchio():
+    """
+    Lazily import pinocchio and return the module.
+
+    Returns:
+        module: The pinocchio module if available.
+
+    Raises:
+        ImportError: If the module is not installed.
+    """
+    try:
+        import pinocchio as pin
+
+        return pin
+    except ImportError as e:
+        logger.log_warning(
+            "pinocchio not installed. Install with `conda install pinocchio==3.1.0 -c conda-forge`"
+        )
+        raise e
+
+
+def lazy_import_casadi():
+    """
+    Lazily import casadi and return the module.
+
+    Returns:
+        module: The casadi module if available.
+
+    Raises:
+        ImportError: If the module is not installed.
+    """
+    try:
+        import casadi
+
+        return casadi
+    except ImportError as e:
+        logger.log_warning(
+            "casadi not installed. Install with `pip install casadi==3.6.7`"
+        )
+        raise e
+
+
+def lazy_import_pinocchio_casadi():
+    """
+    Lazily import pinocchio.casadi and return the module.
+
+    Returns:
+        module: The pinocchio.casadi module if available.
+
+    Raises:
+        ImportError: If the module is not installed.
+    """
+    try:
+        from pinocchio import casadi as cpin
+
+        return cpin
+    except ImportError as e:
+        logger.log_warning(
+            f"Failed to import pinocchio.casadi: {e}. Install with `conda install pinocchio-casadi -c conda-forge` first."
+        )
+        raise e
+
+
+def lazy_import_pink():
+    """
+    Lazily import pin-pink and return its components.
+
+    Returns:
+        tuple: The solve_ik, Configuration, and FrameTask components.
+
+    Raises:
+        ImportError: If the module is not installed.
+    """
+    try:
+        from pink import solve_ik
+        from pink.configuration import Configuration
+        from pink.tasks import FrameTask
+        import pink
+
+        return pink
+    except ImportError as e:
+        logger.log_warning(
+            "Failed to import 'pin-pink'. Please install it using `pip install pin-pink==3.4.0`."
+        )
+        raise ImportError("pin-pink is required but not installed.") from e
diff --git a/embodichain/lab/sim/utility/io_utils.py b/embodichain/lab/sim/utility/io_utils.py
new file mode 100644
index 00000000..b4d7fbd6
--- /dev/null
+++ b/embodichain/lab/sim/utility/io_utils.py
@@ -0,0 +1,26 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from os import devnull
+from contextlib import contextmanager, redirect_stderr, redirect_stdout
+
+
+@contextmanager
+def suppress_stdout_stderr():
+    """A context manager that redirects stdout and stderr to devnull"""
+    with open(devnull, "w") as fnull:
+        with redirect_stderr(fnull) as err, redirect_stdout(fnull) as out:
+            yield (err, out)
diff --git a/embodichain/lab/sim/utility/mesh_utils.py b/embodichain/lab/sim/utility/mesh_utils.py
new file mode 100644
index 00000000..4a30bd7c
--- /dev/null
+++ b/embodichain/lab/sim/utility/mesh_utils.py
@@ -0,0 +1,208 @@
+import os
+import dexsim.engine
+import numpy as np
+import open3d as o3d
+import trimesh
+from typing import Tuple, List, Dict, Any, Optional, Union
+
+import dexsim
+from embodichain.utils import logger
+from embodichain.data import get_data_path
+
+
+def process_meshes(
+    mesh_config: Union[List[Dict], Dict], processor_config: Dict = None
+) -> List[str]:
+    r"""Process a list of mesh files using the specified processor configuration.
+
+    Args:
+        mesh_config (list): A list of dictionaries containing mesh file paths.
+        processor_config (dict): A dictionary containing the processor configuration.
+
+    Returns:
+        list: A list of processed mesh file paths.
+    """
+    from embodichain.toolkits.processor.function.mesh_processor import (
+        build_mesh_processors,
+    )
+    from embodichain.toolkits.processor.component import TriangleComponent
+    from embodichain.toolkits.processor.entity import MeshEntity
+
+    processors, replace = None, False
+    if processor_config is not None:
+        if "replace" in processor_config:
+            replace = processor_config.pop("replace")
+        processors = build_mesh_processors(processor_config)
+
+    if isinstance(mesh_config, dict):
+        mesh_config_list = list(mesh_config.values())
+    else:
+        mesh_config_list = mesh_config
+    batch_meshes, batch_index = [], []
+    for idx, config in enumerate(mesh_config_list):
+        if "mesh_file" not in config and "mesh_path" not in config:
+            logger.log_error("Config must contain 'mesh_file' and 'mesh_path' keys.")
+        key = "mesh_file" if "mesh_file" in config else "mesh_path"
+        mesh_fpath = config[key]
+        mesh_fpath = get_data_path(mesh_fpath)
+        if not os.path.exists(mesh_fpath):
+            logger.log_error(f"Mesh file not found at path: {mesh_fpath}")
+        config[key] = mesh_fpath
+        save_fpath = (
+            os.path.dirname(config[key])
+            + "/mesh_processed_"
+            + os.path.basename(config[key])
+        )
+
+        if processors is None and "mesh_processor" not in config:
+            # No processors specified, so just return
+            continue
+        elif os.path.exists(save_fpath) and not replace:
+            config[key] = save_fpath
+            continue
+        elif "mesh_processor" in config:
+            # Process the mesh file with the specified processor
+            mesh_processor = build_mesh_processors(config["mesh_processor"])
+            tri_component = TriangleComponent.from_fpath(mesh_fpath)
+            mesh_entity = MeshEntity("mesh", tri_component)
+            mesh = mesh_processor.apply([mesh_entity])[0]
+            mesh.save_mesh(save_fpath)
+            # Update the mesh file path in the config
+            config[key] = save_fpath
+        else:
+            tri_component = TriangleComponent.from_fpath(mesh_fpath)
+            mesh_entity = MeshEntity("mesh", tri_component)
+            batch_meshes.append(mesh_entity)
+            batch_index.append(idx)
+
+    # Process the batch of meshes with the default processors
+    if batch_meshes and processors is not None:
+        meshes = processors.apply(batch_meshes)
+        for idx, config in enumerate(mesh_config_list):
+            if idx in batch_index:
+                save_fpath = (
+                    os.path.dirname(config[key])
+                    + "/mesh_processed_"
+                    + os.path.basename(config[key])
+                )
+                meshes[batch_index.index(idx)].save_mesh(save_fpath)
+                config[key] = save_fpath
+    if isinstance(mesh_config, dict):
+        mesh_config = {k: v for k, v in zip(mesh_config.keys(), mesh_config_list)}
+    return mesh_config
+
+
+def export_articulation_mesh(
+    articulation: Union[dexsim.engine.Articulation, list],
+    output_path: str = "./articulation.obj",
+    link_names: Optional[Union[List[str], Dict[Any, List[str]]]] = None,
+    base_xpos: Optional[np.ndarray] = None,
+    base_link_name: Optional[str] = None,
+    **kwargs: Any,
+) -> o3d.geometry.TriangleMesh:
+    r"""Export a combined mesh from all links of one or more articulations to a mesh file format.
+
+    This function retrieves the link geometries and poses from the given articulation(s),
+    transforms each link mesh to its world pose, merges them into a single mesh, and
+    exports the result to the specified file path. The export format is inferred from
+    the file extension (e.g., .obj, .ply, .stl, .glb, .gltf).
+
+    Args:
+        articulation (dexsim.engine.Articulation or list): The articulation object or list of articulations.
+        output_path (str): The output file path including the file name and extension.
+                           Supported extensions: .obj, .ply, .stl, .glb, .gltf.
+        link_names (list[str] or dict[Any, list[str]], optional):
+            Specify which links to export. If None, export all links.
+        base_xpos (np.ndarray, optional): 4x4 homogeneous transformation matrix.
+            All meshes will be transformed into this base pose coordinate system.
+        base_link_name (str, optional): If specified, use the pose of this link as the base pose.
+            The link will be searched from all link_names of all articulations.
+
+    Returns:
+        o3d.geometry.TriangleMesh: The combined Open3D mesh object of all articulations.
+    """
+    output_path = os.path.abspath(output_path)
+    os.makedirs(os.path.dirname(output_path), exist_ok=True)
+
+    combined_mesh = o3d.geometry.TriangleMesh()
+    articulations = (
+        articulation if isinstance(articulation, (list, tuple)) else [articulation]
+    )
+
+    # Determine base transform: priority base_xpos > base_link_name > identity
+    base_inv = None
+    if base_xpos is not None:
+        base_inv = np.linalg.inv(base_xpos)
+    elif base_link_name is not None:
+        # Search base_link_name from all link_names of all articulations
+        found = False
+        for art in articulations:
+            # Get all possible link names for this articulation
+            if link_names is None:
+                cur_link_names = art.get_link_names()
+            elif isinstance(link_names, dict):
+                cur_link_names = link_names.get(art, art.get_link_names())
+            else:
+                cur_link_names = link_names
+            if base_link_name in cur_link_names:
+                base_pose = art.get_link_pose(base_link_name)
+                base_inv = np.linalg.inv(base_pose)
+                found = True
+                break
+        if not found:
+            logger.log_warning(
+                f"base_link_name '{base_link_name}' not found in any articulation, using identity."
+            )
+            base_inv = np.eye(4)
+    else:
+        base_inv = np.eye(4)
+
+    for art in articulations:
+        if link_names is None:
+            cur_link_names = art.get_link_names()
+        elif isinstance(link_names, dict):
+            cur_link_names = link_names.get(art, art.get_link_names())
+        else:
+            cur_link_names = link_names
+
+        link_poses = [art.get_link_pose(name) for name in cur_link_names]
+
+        for i, link_name in enumerate(cur_link_names):
+            verts, faces = art.get_link_vert_face(link_name)
+            logger.log_debug(
+                f"Link '{link_name}' has {verts.shape[0]} vertices, {verts.shape[1]} faces."
+            )
+            if verts.shape[0] == 0:
+                continue
+
+            mesh = o3d.geometry.TriangleMesh(
+                o3d.utility.Vector3dVector(verts), o3d.utility.Vector3iVector(faces)
+            )
+            mesh.compute_vertex_normals()
+            mesh.transform(link_poses[i])
+            mesh.transform(base_inv)
+            combined_mesh += mesh
+
+    combined_mesh.compute_vertex_normals()
+
+    ext = os.path.splitext(output_path)[1].lower()
+
+    if ext in [".obj", ".ply", ".stl"]:
+        o3d.io.write_triangle_mesh(output_path, combined_mesh)
+        logger.log_info(f"Mesh exported using Open3D to: {output_path}")
+
+    elif ext in [".glb", ".gltf"]:
+        mesh_trimesh = trimesh.Trimesh(
+            vertices=np.asarray(combined_mesh.vertices),
+            faces=np.asarray(combined_mesh.triangles),
+            vertex_normals=np.asarray(combined_mesh.vertex_normals),
+        )
+        mesh_trimesh.export(output_path)
+        logger.log_info(f"Mesh exported using trimesh to: {output_path}")
+
+    else:
+        raise ValueError(
+            f"Unsupported file format: '{ext}'. Supported: obj, ply, stl, glb, gltf"
+        )
+
+    return combined_mesh
diff --git a/embodichain/lab/sim/utility/sim_utils.py b/embodichain/lab/sim/utility/sim_utils.py
new file mode 100644
index 00000000..adcc53e4
--- /dev/null
+++ b/embodichain/lab/sim/utility/sim_utils.py
@@ -0,0 +1,286 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import dexsim
+import open3d as o3d
+
+from typing import List, Union, Optional
+
+from dexsim.types import DriveType, ArticulationFlag, LoadOption, RigidBodyShape
+from dexsim.engine import Articulation
+from dexsim.environment import Env, Arena
+from dexsim.models import MeshObject
+
+from embodichain.lab.sim.cfg import ArticulationCfg, RigidObjectCfg, SoftObjectCfg
+from embodichain.lab.sim.shapes import MeshCfg, CubeCfg, SphereCfg
+from embodichain.utils import logger
+from dexsim.kit.meshproc import get_mesh_auto_uv
+import numpy as np
+
+
+def get_dexsim_arenas() -> List[dexsim.environment.Arena]:
+    """Get all arenas in the default dexsim world.
+
+    Returns:
+        List[dexsim.environment.Arena]: A list of arenas in the default world, or an empty list if no world is found.
+    """
+    world = dexsim.default_world()
+    if world is None:
+        logger.log_warning(f"No default world found. Returning empty arena list.")
+        return []
+
+    env = world.get_env()
+    arenas = env.get_all_arenas()
+    if len(arenas) == 0:
+        return [env]
+    return arenas
+
+
+def get_dexsim_arena_num() -> int:
+    """Get the number of arenas in the default dexsim world.
+
+    Returns:
+        int: The number of arenas in the default world, or 0 if no world is found.
+    """
+    arenas = get_dexsim_arenas()
+    return len(arenas)
+
+
+def get_dexsim_drive_type(drive_type: str) -> DriveType:
+    """Get the dexsim drive type from a string.
+
+    Args:
+        drive_type (str): The drive type as a string.
+
+    Returns:
+        DriveType: The corresponding DriveType enum.
+    """
+    if drive_type == "force":
+        return DriveType.FORCE
+    elif drive_type == "acceleration":
+        return DriveType.ACCELERATION
+    else:
+        logger.error(f"Invalid dexsim drive type: {drive_type}")
+
+
+def set_dexsim_articulation_cfg(arts: List[Articulation], cfg: ArticulationCfg) -> None:
+    """Set articulation configuration for a list of dexsim articulations.
+
+    Args:
+        arts (List[Articulation]): List of dexsim articulations to configure.
+        cfg (ArticulationCfg): Configuration object containing articulation settings.
+    """
+
+    def get_drive_type(drive_pros):
+        if isinstance(drive_pros, dict):
+            return drive_pros.get("drive_type", None)
+        return getattr(drive_pros, "drive_type", None)
+
+    drive_pros = getattr(cfg, "drive_pros", None)
+    drive_type = get_drive_type(drive_pros) if drive_pros is not None else None
+
+    if drive_type == "force":
+        drive_type = DriveType.FORCE
+    elif drive_type == "target":
+        drive_type == DriveType.FORCE
+    else:
+        logger.log_error(f"Unknow drive type {drive_type}")
+
+    for art in arts:
+        art.set_physical_attr(cfg.attrs.attr())
+        art.set_articulation_flag(ArticulationFlag.FIX_BASE, cfg.fix_base)
+        art.set_articulation_flag(
+            ArticulationFlag.DISABLE_SELF_COLLISION, cfg.disable_self_collision
+        )
+        art.set_solver_iteration_counts(
+            min_position_iters=cfg.min_position_iters,
+            min_velocity_iters=cfg.min_velocity_iters,
+        )
+        link_names = art.get_link_names()
+        for name in link_names:
+            physical_body = art.get_physical_body(name)
+            inertia = physical_body.get_mass_space_inertia_tensor()
+            inertia = np.maximum(inertia, 1e-4)
+            physical_body.set_mass_space_inertia_tensor(inertia)
+
+
+def is_rt_enabled() -> bool:
+    """Check if Ray Tracing rendering backend is enabled in the default dexsim world.
+
+    Returns:
+        bool: True if Ray Tracing rendering is enabled, False otherwise.
+    """
+    config = dexsim.get_world_config()
+
+    return config.renderer == dexsim.types.Renderer.FASTRT
+
+
+def create_cube(
+    envs: List[Union[Env, Arena]], size: List[float], uid: str = "cube"
+) -> List[MeshObject]:
+    """Create cube objects in the specified environments or arenas.
+
+    Args:
+        envs (List[Union[Env, Arena]]): List of environments or arenas to create cubes in.
+        size (List[float]): Size of the cube as [length, width, height] in meters.
+        uid (str, optional): Unique identifier for the cube objects. Defaults to "cube".
+
+    Returns:
+        List[MeshObject]: List of created cube mesh objects.
+    """
+    cubes = []
+    for i, env in enumerate(envs):
+        cube = env.create_cube(size[0], size[1], size[2])
+        cube.set_name(f"{uid}_{i}")
+        cubes.append(cube)
+    return cubes
+
+
+def create_sphere(
+    envs: List[Union[Env, Arena]],
+    radius: float,
+    resolution: int = 20,
+    uid: str = "sphere",
+) -> List[MeshObject]:
+    """Create sphere objects in the specified environments or arenas.
+
+    Args:
+        envs (List[Union[Env, Arena]]): List of environments or arenas to create spheres in.
+        radius (float): Radius of the sphere in meters.
+        resolution (int, optional): Resolution of the sphere mesh. Defaults to 20.
+        uid (str, optional): Unique identifier for the sphere objects. Defaults to "sphere".
+
+    Returns:
+        List[MeshObject]: List of created sphere mesh objects.
+    """
+    spheres = []
+    for i, env in enumerate(envs):
+        sphere = env.create_sphere(radius, resolution)
+        sphere.set_name(f"{uid}_{i}")
+        spheres.append(sphere)
+    return spheres
+
+
+def load_mesh_objects_from_cfg(
+    cfg: RigidObjectCfg, env_list: List[Arena], cache_dir: Optional[str] = None
+) -> List[MeshObject]:
+    """Load mesh objects from configuration.
+
+    Args:
+        cfg (RigidObjectCfg): Configuration for the rigid object.
+        env_list (List[Arena]): List of arenas to load the objects into.
+
+        cache_dir (Optional[str], optional): Directory for caching convex decomposition files. Defaults to None
+    Returns:
+        List[MeshObject]: List of loaded mesh objects.
+    """
+    obj_list = []
+    body_type = cfg.to_dexsim_body_type()
+    if isinstance(cfg.shape, MeshCfg):
+
+        option = LoadOption()
+        option.rebuild_normals = cfg.shape.load_option.rebuild_normals
+        option.rebuild_tangent = cfg.shape.load_option.rebuild_tangent
+        option.rebuild_3rdnormal = cfg.shape.load_option.rebuild_3rdnormal
+        option.rebuild_3rdtangent = cfg.shape.load_option.rebuild_3rdtangent
+        option.smooth = cfg.shape.load_option.smooth
+
+        cfg: RigidObjectCfg
+        max_convex_hull_num = cfg.max_convex_hull_num
+        fpath = cfg.shape.fpath
+
+        compute_uv = cfg.shape.compute_uv
+
+        for i, env in enumerate(env_list):
+            if max_convex_hull_num > 1:
+                obj = env.load_actor_with_coacd(
+                    fpath,
+                    duplicate=True,
+                    attach_scene=True,
+                    option=option,
+                    cache_path=cache_dir,
+                    actor_type=body_type,
+                    max_convex_hull_num=max_convex_hull_num,
+                )
+            else:
+                obj = env.load_actor(
+                    fpath, duplicate=True, attach_scene=True, option=option
+                )
+                obj.add_rigidbody(body_type, RigidBodyShape.CONVEX)
+            obj.set_name(f"{cfg.uid}_{i}")
+            obj_list.append(obj)
+
+            if compute_uv:
+                vertices = obj.get_vertices()
+                triangles = obj.get_triangles()
+
+                o3d_mesh = o3d.t.geometry.TriangleMesh(vertices, triangles)
+                _, uvs = get_mesh_auto_uv(
+                    o3d_mesh, np.array(cfg.shape.project_direction)
+                )
+                obj.set_uv_mapping(uvs)
+
+    elif isinstance(cfg.shape, CubeCfg):
+        from embodichain.lab.sim.utility.sim_utils import create_cube
+
+        obj_list = create_cube(env_list, cfg.shape.size, uid=cfg.uid)
+        for obj in obj_list:
+            obj.add_rigidbody(body_type, RigidBodyShape.BOX)
+
+    elif isinstance(cfg.shape, SphereCfg):
+        from embodichain.lab.sim.utility.sim_utils import create_sphere
+
+        obj_list = create_sphere(
+            env_list, cfg.shape.radius, cfg.shape.resolution, uid=cfg.uid
+        )
+        for obj in obj_list:
+            obj.add_rigidbody(body_type, RigidBodyShape.SPHERE)
+    else:
+        logger.log_error(
+            f"Unsupported rigid object shape type: {type(cfg.shape)}. Supported types: MeshCfg, CubeCfg, SphereCfg."
+        )
+    return obj_list
+
+
+def load_soft_object_from_cfg(
+    cfg: SoftObjectCfg, env_list: List[Arena]
+) -> List[MeshObject]:
+    obj_list = []
+
+    option = LoadOption()
+    option.rebuild_normals = cfg.shape.load_option.rebuild_normals
+    option.rebuild_tangent = cfg.shape.load_option.rebuild_tangent
+    option.rebuild_3rdnormal = cfg.shape.load_option.rebuild_3rdnormal
+    option.rebuild_3rdtangent = cfg.shape.load_option.rebuild_3rdtangent
+    option.smooth = cfg.shape.load_option.smooth
+    option.share_mesh = False
+
+    for i, env in enumerate(env_list):
+        obj = env.load_actor(
+            fpath=cfg.shape.fpath, duplicate=True, attach_scene=True, option=option
+        )
+        obj.add_softbody(cfg.voxel_attr.attr(), cfg.physical_attr.attr())
+        if cfg.shape.compute_uv:
+            vertices = obj.get_vertices()
+            triangles = obj.get_triangles()
+
+            o3d_mesh = o3d.t.geometry.TriangleMesh(vertices, triangles)
+            _, uvs = get_mesh_auto_uv(o3d_mesh, cfg.shape.project_direction)
+            obj.set_uv_mapping(uvs)
+        obj.set_name(f"{cfg.uid}_{i}")
+        obj_list.append(obj)
+    return obj_list
diff --git a/embodichain/lab/sim/utility/solver_utils.py b/embodichain/lab/sim/utility/solver_utils.py
new file mode 100644
index 00000000..976462f2
--- /dev/null
+++ b/embodichain/lab/sim/utility/solver_utils.py
@@ -0,0 +1,111 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+from embodichain.lab.sim.utility.io_utils import suppress_stdout_stderr
+
+from typing import Optional, Union, Tuple, Any, TYPE_CHECKING
+from copy import deepcopy
+
+from embodichain.utils import configclass, logger
+
+if TYPE_CHECKING:
+    from typing import Self
+
+from embodichain.lab.sim.utility.import_utils import (
+    lazy_import_pytorch_kinematics,
+)
+
+
+def create_pk_chain(
+    urdf_path: str,
+    device: torch.device,
+    **kwargs,
+) -> "pk.SerialChain":
+    """
+    Factory method to create a pk.SerialChain object from a URDF file.
+
+    Args:
+        urdf_path (str): Path to the URDF file.
+        end_link_name (str): Name of the end-effector link.
+        root_link_name (Optional[str]): Name of the root link. If None, the chain starts from the base.
+        device (torch.device): The device to which the chain will be moved.
+        is_serial (bool): Whether the chain is serial or not.
+
+    Returns:
+        pk.SerialChain: The created serial chain object.
+    """
+    pk = lazy_import_pytorch_kinematics()
+    with open(urdf_path, "rb") as f:
+        urdf_str = f.read()
+
+    with suppress_stdout_stderr():
+        return pk.build_chain_from_urdf(urdf_str).to(device=device)
+
+
+def create_pk_serial_chain(
+    urdf_path: str = None,
+    device: torch.device = None,
+    end_link_name: str = None,
+    root_link_name: Optional[Union[str, None]] = None,
+    chain: Optional["pk.SerialChain"] = None,
+    **kwargs,
+) -> "pk.SerialChain":
+    """
+    Factory method to create a pk.SerialChain object from a URDF file.
+
+    Args:
+        urdf_path (str): Path to the URDF file.
+        end_link_name (str): Name of the end-effector link.
+        root_link_name (Optional[str]): Name of the root link. If None, the chain starts from the base.
+        device (torch.device): The device to which the chain will be moved.
+        is_serial (bool): Whether the chain is serial or not.
+
+    Returns:
+        pk.SerialChain: The created serial chain object.
+    """
+    if urdf_path is None and chain is None:
+        raise ValueError("Either `urdf_path` or `chain` must be provided.")
+    if urdf_path and chain:
+        raise ValueError("`urdf_path` and `chain` cannot be provided at the same time.")
+
+    pk = lazy_import_pytorch_kinematics()
+
+    if chain is None:
+        try:
+            with open(urdf_path, "rb") as f:
+                urdf_str = f.read()
+        except FileNotFoundError:
+            raise ValueError(f"URDF file not found at path: {urdf_path}")
+        except IOError as e:
+            raise ValueError(f"Failed to read URDF file: {e}")
+
+        with suppress_stdout_stderr():
+            if root_link_name is None:
+                return pk.build_serial_chain_from_urdf(
+                    urdf_str,
+                    end_link_name=end_link_name,
+                ).to(device=device)
+            else:
+                return pk.build_serial_chain_from_urdf(
+                    urdf_str,
+                    end_link_name=end_link_name,
+                    root_link_name=root_link_name,
+                ).to(device=device)
+    else:
+        return pk.SerialChain(
+            chain=chain, end_frame_name=end_link_name, root_frame_name=root_link_name
+        )
diff --git a/embodichain/lab/sim/utility/tensor.py b/embodichain/lab/sim/utility/tensor.py
new file mode 100644
index 00000000..3b8553cf
--- /dev/null
+++ b/embodichain/lab/sim/utility/tensor.py
@@ -0,0 +1,55 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+from typing import Union, Optional
+
+
+def to_tensor(
+    arr: Union[torch.Tensor, np.ndarray, list],
+    dtype: torch.dtype = torch.float32,
+    device: Optional[torch.device] = None,
+) -> torch.Tensor:
+    """Convert input to torch.Tensor with specified dtype and device.
+
+    Supports torch.Tensor, np.ndarray, and list.
+
+    Args:
+        arr (Union[torch.Tensor, np.ndarray, list]): Input array.
+        dtype (torch.dtype, optional): Desired tensor dtype. Defaults to torch.float32.
+        device (torch.device, optional): Desired device. If None, uses current device.
+
+    Returns:
+        torch.Tensor: Converted tensor.
+    """
+    if isinstance(arr, torch.Tensor):
+        return arr.to(dtype=dtype, device=device) if device else arr.to(dtype=dtype)
+    elif isinstance(arr, np.ndarray):
+        return (
+            torch.from_numpy(arr).to(dtype=dtype, device=device)
+            if device
+            else torch.from_numpy(arr).to(dtype=dtype)
+        )
+    elif isinstance(arr, list):
+        return (
+            torch.tensor(arr, dtype=dtype, device=device)
+            if device
+            else torch.tensor(arr, dtype=dtype)
+        )
+    else:
+        raise TypeError("Input must be a torch.Tensor, np.ndarray, or list.")
diff --git a/embodichain/toolkits/__init__.py b/embodichain/toolkits/__init__.py
new file mode 100644
index 00000000..e4655620
--- /dev/null
+++ b/embodichain/toolkits/__init__.py
@@ -0,0 +1,15 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
diff --git a/embodichain/toolkits/graspkit/pg_grasp/__init__.py b/embodichain/toolkits/graspkit/pg_grasp/__init__.py
new file mode 100644
index 00000000..4409079f
--- /dev/null
+++ b/embodichain/toolkits/graspkit/pg_grasp/__init__.py
@@ -0,0 +1,21 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .antipodal import AntipodalGenerator, GraspSelectMethod
+
+__all__ = ["AntipodalGenerator", "GraspSelectMethod"]
+
+del antipodal
diff --git a/embodichain/toolkits/graspkit/pg_grasp/antipodal.py b/embodichain/toolkits/graspkit/pg_grasp/antipodal.py
new file mode 100644
index 00000000..56239749
--- /dev/null
+++ b/embodichain/toolkits/graspkit/pg_grasp/antipodal.py
@@ -0,0 +1,671 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import open3d as o3d
+import numpy as np
+import time
+import pathlib
+import pickle
+import os
+
+from enum import Enum
+from copy import deepcopy
+from typing import List
+
+from .cone_sampler import ConeSampler
+from embodichain.utils.utility import get_mesh_md5
+from embodichain.utils import logger
+
+
+class GraspSelectMethod(Enum):
+    NORMAL_SCORE = 0
+    NEAR_APPROACH = 1
+    CENTER = 2
+
+
+class AntipodalGrasp:
+    def __init__(self, pose: np.ndarray, open_len: float, score: float) -> None:
+        self.pose = pose  # [4, 4] of float grasp pose
+        self.open_len = open_len  # gripper open length
+        self.score = score  # grasp pose score
+
+    def grasp_pose_visual_mesh(self, gripper_open_length: float = None):
+        if gripper_open_length is None:
+            gripper_open_length = self.open_len
+            open_ratio = 1.0
+        else:
+            open_ratio = self.open_len / gripper_open_length
+        open_ratio = max(1e-4, open_ratio)
+        gripper_finger = o3d.geometry.TriangleMesh.create_box(
+            gripper_open_length * 0.04,
+            gripper_open_length * 0.04,
+            gripper_open_length * 0.5,
+        )
+        gripper_finger.translate(
+            np.array(
+                [
+                    -gripper_open_length * 0.02,
+                    -gripper_open_length * 0.02,
+                    -gripper_open_length * 0.25,
+                ]
+            )
+        )
+        gripper_left = deepcopy(gripper_finger)
+        gripper_left = gripper_left.translate(
+            np.array(
+                [
+                    -gripper_open_length * open_ratio * 0.5,
+                    0,
+                    -gripper_open_length * 0.25,
+                ]
+            )
+        )
+
+        gripper_right = deepcopy(gripper_finger)
+        gripper_right = gripper_right.translate(
+            np.array(
+                [gripper_open_length * open_ratio * 0.5, 0, -gripper_open_length * 0.25]
+            )
+        )
+
+        gripper_root1 = o3d.geometry.TriangleMesh.create_box(
+            gripper_open_length * open_ratio,
+            gripper_open_length * 0.04,
+            gripper_open_length * 0.04,
+        )
+        gripper_root1.translate(
+            np.array(
+                [
+                    gripper_open_length * open_ratio * -0.5,
+                    gripper_open_length * -0.02,
+                    gripper_open_length * -0.02,
+                ]
+            )
+        )
+        gripper_root1.translate(
+            np.array(
+                [
+                    0,
+                    0,
+                    gripper_open_length * -0.5,
+                ]
+            )
+        )
+
+        gripper_root2 = o3d.geometry.TriangleMesh.create_box(
+            gripper_open_length * 0.04,
+            gripper_open_length * 0.04,
+            gripper_open_length * 0.5,
+        )
+        gripper_root2.translate(
+            np.array(
+                [
+                    gripper_open_length * -0.02,
+                    gripper_open_length * -0.02,
+                    gripper_open_length * -0.25,
+                ]
+            )
+        )
+        gripper_root2.translate(
+            np.array(
+                [
+                    0,
+                    0,
+                    gripper_open_length * -0.75,
+                ]
+            )
+        )
+
+        gripper_visual = gripper_left + gripper_right + gripper_root1 + gripper_root2
+        gripper_visual.compute_vertex_normals()
+        return gripper_visual
+
+
+class Antipodal:
+    def __init__(
+        self,
+        point_a: np.ndarray,
+        point_b: np.ndarray,
+        normal_a: np.ndarray,
+        normal_b: np.ndarray,
+    ) -> None:
+        """antipodal contact pair
+
+        Args:
+            point_a (np.ndarray): position in point a
+            point_b (np.ndarray): position in point b
+            normal_a (np.ndarray): normal in point a
+            normal_b (np.ndarray): normal in point b
+        """
+        self.point_a = point_a
+        self.point_b = point_b
+        self.normal_a = normal_a
+        self.normal_b = normal_b
+        self.dis = np.linalg.norm(point_a - point_b)
+        self.angle_cos = self.normal_a.dot(-self.normal_b)
+        self.score = self._get_score()
+        self._canonical_pose = self._get_canonical_pose()
+
+    def _get_score(self):
+        # TODO:  only normal angle is taken into account
+        return self.angle_cos
+
+    def get_dis(self, another) -> float:
+        """get distance acoording to another antipodal
+
+        Args:
+            other (Antipodal): another antipodal
+
+        Returns:
+            float: distance
+        """
+        aa_dis = np.linalg.norm(self.point_a - another.point_a)
+        bb_dis = np.linalg.norm(self.point_b - another.point_b)
+        ab_dis = np.linalg.norm(self.point_a - another.point_b)
+        ba_dis = np.linalg.norm(self.point_b - another.point_a)
+        return min(aa_dis, bb_dis, ab_dis, ba_dis)
+
+    def get_dis_arr(self, others) -> np.ndarray:
+        """get distance acoording to others antipodals
+
+        Args:
+            others (List[Antipodal]): other antipodals
+
+        Returns:
+            np.ndarray: distance array
+        """
+        other_num = len(others)
+        other_a = np.empty(shape=(other_num, 3), dtype=float)
+        other_b = np.empty(shape=(other_num, 3), dtype=float)
+        for i in range(other_num):
+            other_a[i] = others[i].point_a
+            other_b[i] = others[i].point_b
+        aa_dis = np.linalg.norm(other_a - self.point_a, axis=1)
+        ab_dis = np.linalg.norm(other_a - self.point_b, axis=1)
+        ba_dis = np.linalg.norm(other_b - self.point_a, axis=1)
+        bb_dis = np.linalg.norm(other_b - self.point_b, axis=1)
+        dis_arr = np.vstack([aa_dis, ab_dis, ba_dis, bb_dis]).min(axis=0)
+        return dis_arr
+
+    def _get_canonical_pose(self) -> np.ndarray:
+        """get canonical pose of antipodal contact pair
+
+        Returns:
+            np.ndarray: canonical pose
+        """
+        # assume gripper closing along x_axis
+        x_d = self.point_a - self.point_b
+        x_d = x_d / np.linalg.norm(x_d)
+        y_d = np.cross(np.array([0, 0, 1.0], dtype=float), x_d)
+        if np.linalg.norm(y_d) < 1e-4:
+            y_d = np.cross(np.array([1, 0, 0.0], dtype=float), x_d)
+        y_d = y_d / np.linalg.norm(y_d)
+        z_d = np.cross(x_d, y_d)
+        pose = np.eye(4, dtype=float)
+        pose[:3, 0] = x_d  # rotation x
+        pose[:3, 1] = y_d  # rotation y
+        pose[:3, 2] = z_d  # rotation z
+        pose[:3, 3] = (self.point_a + self.point_b) / 2  # position
+        return pose
+
+    def sample_pose(self, sample_num: int = 36) -> np.ndarray:
+        """sample parallel gripper grasp poses given antipodal contact pairs
+
+        Args:
+            sample_num (int, optional): sample number. Defaults to 36.
+
+        Returns:
+            np.ndarray: [sample_num, 4, 4] of float. Sample poses.
+        """
+        # assume gripper closing along x_axis
+        x_d = self._canonical_pose[:3, 0]
+        y_d = self._canonical_pose[:3, 1]
+        z_d = self._canonical_pose[:3, 2]
+        position = self._canonical_pose[:3, 3]
+        beta_list = np.linspace(2 * np.pi / sample_num, 2 * np.pi, sample_num)
+        grasp_poses = np.empty(shape=(sample_num, 4, 4), dtype=float)
+        for i in range(sample_num):
+            sample_z = np.sin(beta_list[i]) * y_d + np.cos(beta_list[i]) * z_d
+            sample_z = sample_z / np.linalg.norm(sample_z)
+            sample_y = np.cross(sample_z, x_d)
+            pose = np.eye(4, dtype=float)
+            pose[:3, 0] = x_d  # rotation x
+            pose[:3, 1] = sample_y  # rotation y
+            pose[:3, 2] = sample_z  # rotation z
+            pose[:3, 3] = position  # position
+            grasp_poses[i] = pose
+        return grasp_poses
+
+
+class AntipodalGenerator:
+    def __init__(
+        self,
+        mesh_o3dt: o3d.t.geometry.TriangleMesh,
+        open_length: float,
+        min_open_length: float = 0.002,
+        max_angle: float = np.pi / 10,
+        surface_sample_num: int = 5000,
+        layer_num: int = 4,
+        sample_each_layer: int = 6,
+        nms_ratio: float = 0.02,
+        antipodal_sample_num: int = 16,
+        unique_id: str = None,
+        cache_dir: str = None,
+    ):
+        """antipodal grasp pose generator
+
+        Args:
+            mesh_o3dt (o3d.t.geometry.TriangleMesh): input mesh
+            open_length (float): gripper maximum open length
+            max_angle (float, optional): maximum grasp direction with surface normal. Defaults to np.pi/10.
+            surface_sample_num (int, optional): contact sample number in mesh surface. Defaults to 5000.
+            layer_num (int, optional): cone sample layer number . Defaults to 4.
+            sample_each_layer (int, optional): cone sample number in each layer. Defaults to 6.
+            nms_ratio (float, optional): nms distance ratio. Defaults to 0.02.
+            antipodal_sample_num (int, optional): grasp poses sample on each antipodal contact pair. Defaults to 16.
+            cache_dir (str, optional): file cache directory. Defaults to None.
+        """
+        self._antipodal_max_angle = max_angle
+        self._open_length = open_length
+        self._min_open_length = min_open_length
+        self._mesh_o3dt = mesh_o3dt
+        verts = mesh_o3dt.vertex.positions.numpy()
+        self._center_of_mass = verts.mean(axis=0)
+        if unique_id is None:
+            unique_file_name = self._get_unique_id(
+                mesh_o3dt, open_length, max_angle, surface_sample_num
+            )
+        else:
+            unique_file_name = f"{unique_id}_{str(open_length)}_{str(max_angle)}_{str(surface_sample_num)}"
+        if cache_dir is None:
+            cache_dir = os.path.join(pathlib.Path.home(), "grasp_pose")
+            logger.log_debug(f"Set cache directory to {cache_dir}.")
+        if not os.path.isdir(cache_dir):
+            os.mkdir(cache_dir)
+        cache_file = os.path.join(cache_dir, f"{unique_file_name}.pickle")
+        if not os.path.isfile(cache_file):
+            # generate cache
+            grasp_list = self._generate_cache(
+                cache_file,
+                mesh_o3dt=mesh_o3dt,
+                max_angle=max_angle,
+                surface_sample_num=surface_sample_num,
+                layer_num=layer_num,
+                sample_each_layer=sample_each_layer,
+                nms_ratio=nms_ratio,
+                antipodal_sample_num=antipodal_sample_num,
+            )
+        else:
+            # load cache
+            grasp_list = self._load_cache(cache_file)
+        self._grasp_list = grasp_list
+
+    def _get_unique_id(
+        self,
+        mesh_o3dt: o3d.t.geometry.TriangleMesh,
+        open_length: float,
+        max_angle: float,
+        surface_sample_num: int,
+    ) -> str:
+        mesh_md5 = get_mesh_md5(mesh_o3dt)
+        return (
+            f"{mesh_md5}_{str(open_length)}_{str(max_angle)}_{str(surface_sample_num)}"
+        )
+
+    def _generate_cache(
+        self,
+        cache_file: str,
+        mesh_o3dt: o3d.t.geometry.TriangleMesh,
+        max_angle: float = np.pi / 10,
+        surface_sample_num: int = 5000,
+        layer_num: int = 4,
+        sample_each_layer: int = 6,
+        nms_ratio: float = 0.02,
+        antipodal_sample_num: int = 16,
+    ):
+        self._mesh_o3dt = mesh_o3dt
+        self._cone_sampler = ConeSampler(
+            max_angle=max_angle,
+            layer_num=layer_num,
+            sample_each_layer=sample_each_layer,
+        )
+        mesh_o3dt = mesh_o3dt.compute_vertex_normals()
+        assert 1e-4 < max_angle < np.pi / 2
+        self._mesh_len = self._get_pc_size(mesh_o3dt.vertex.positions.numpy()).max()
+        start_time = time.time()
+        antipodal_list = self._antipodal_generate(mesh_o3dt, surface_sample_num)
+        logger.log_debug(
+            f"Antipodal sampling cost {(time.time() - start_time) * 1000} ms."
+        )
+        logger.log_debug(f"Find {len(antipodal_list)} initial antipodal pairs.")
+
+        valid_antipodal_list = self._antipodal_clean(antipodal_list)
+
+        start_time = time.time()
+        nms_antipodal_list = self._antipodal_nms(
+            valid_antipodal_list, nms_ratio=nms_ratio
+        )
+        logger.log_debug(f"NMS cost {(time.time() - start_time) * 1000} ms.")
+        logger.log_debug(
+            f"There are {len(nms_antipodal_list)} antipodal pair after nms."
+        )
+        # all poses
+        start_time = time.time()
+        grasp_poses, score, open_length = self._sample_grasp_pose(
+            nms_antipodal_list, antipodal_sample_num
+        )
+        logger.log_debug(f"Pose sampling cost {(time.time() - start_time) * 1000} ms.")
+        logger.log_debug(
+            f"There are {grasp_poses.shape[0]} poses after grasp pose sampling."
+        )
+        # write data
+        data_dict = {
+            "grasp_poses": grasp_poses,
+            "score": score,
+            "open_length": open_length,
+        }
+        pickle.dump(data_dict, open(cache_file, "wb"))
+        # TODO: contact pair visualization
+        # self.antipodal_visual(nms_antipodal_list)
+        grasp_num = grasp_poses.shape[0]
+        logger.log_debug(f"Write {grasp_num} poses to pickle file {cache_file}.")
+        grasp_list = [None for i in range(grasp_num)]
+        for i in range(grasp_num):
+            grasp_list[i] = AntipodalGrasp(grasp_poses[i], open_length[i], score[i])
+        return grasp_list
+
+    def _load_cache(self, cache_file: str):
+        data_dict = pickle.load(open(cache_file, "rb"))
+        grasp_num = data_dict["grasp_poses"].shape[0]
+        logger.log_debug(f"Load {grasp_num} poses from pickle file {cache_file}.")
+        grasp_list = [None for i in range(grasp_num)]
+        for i in range(grasp_num):
+            grasp_list[i] = AntipodalGrasp(
+                data_dict["grasp_poses"][i],
+                data_dict["open_length"][i],
+                data_dict["score"][i],
+            )
+        return grasp_list
+
+    def _get_pc_size(self, vertices):
+        return np.array(
+            [
+                vertices[:, 0].max() - vertices[:, 0].min(),
+                vertices[:, 1].max() - vertices[:, 1].min(),
+                vertices[:, 2].max() - vertices[:, 2].min(),
+            ]
+        )
+
+    def _antipodal_generate(
+        self, mesh_o3dt: o3d.t.geometry.TriangleMesh, surface_sample_num: int = 5000
+    ):
+        surface_pcd = mesh_o3dt.to_legacy().sample_points_uniformly(surface_sample_num)
+        points = np.array(surface_pcd.points)
+        normals = np.array(surface_pcd.normals)
+        point_num = points.shape[0]
+        scene = o3d.t.geometry.RaycastingScene()
+        scene.add_triangles(mesh_o3dt)
+        # raycast
+        ray_n = self._cone_sampler._ray_num
+        ray_num = point_num * ray_n
+        ray_begins = np.empty(shape=(ray_num, 3), dtype=float)
+        ray_direcs = np.empty(shape=(ray_num, 3), dtype=float)
+        origin_normals = np.empty(shape=(ray_num, 3), dtype=float)
+        origin_points = np.empty(shape=(ray_num, 3), dtype=float)
+        start_time = time.time()
+        for i in range(point_num):
+            ray_direc = self._cone_sampler.cone_sample_direc(
+                normals[i], is_visual=False
+            )
+            # raycast from outside of object
+            ray_begin = points[i] - 2 * self._mesh_len * ray_direc
+            ray_direcs[i * ray_n : (i + 1) * ray_n, :] = ray_direc
+            ray_begins[i * ray_n : (i + 1) * ray_n, :] = ray_begin
+            origin_normals[i * ray_n : (i + 1) * ray_n, :] = normals[i]
+            origin_points[i * ray_n : (i + 1) * ray_n, :] = points[i]
+        logger.log_debug(f"Cone sampling cost {(time.time() - start_time) * 1000} ms.")
+
+        start_time = time.time()
+        rays = o3d.core.Tensor(
+            np.hstack([ray_begins, ray_direcs]), dtype=o3d.core.Dtype.Float32
+        )
+        logger.log_debug(f"Open3d raycast {(time.time() - start_time) * 1000} ms.")
+
+        raycast_rtn = scene.cast_rays(rays)
+        hit_dis_all = raycast_rtn["t_hit"].numpy()
+        hit_normal_all = raycast_rtn["primitive_normals"].numpy()
+
+        # max_angle_cos = np.cos(self._antipodal_max_angle)
+        antipodal_list = []
+        # get antipodal points
+        start_time = time.time()
+        for i in range(ray_num):
+            hit_dis = hit_dis_all[i]
+            hit_normal = hit_normal_all[i]
+            hit_point = ray_begins[i] + ray_direcs[i] * hit_dis
+            antipodal_dis = np.linalg.norm(origin_points[i] - hit_point)
+            if (
+                antipodal_dis > self._min_open_length
+                and antipodal_dis < self._open_length
+            ):
+                # reject thin close object
+                antipodal = Antipodal(
+                    origin_points[i], hit_point, origin_normals[i], hit_normal
+                )
+                antipodal_list.append(antipodal)
+        logger.log_debug(
+            f"Antipodal initialize cost {(time.time() - start_time) * 1000} ms."
+        )
+        return antipodal_list
+
+    def _sample_grasp_pose(
+        self, antipodal_list: List[Antipodal], antipodal_sample_num: int = 36
+    ):
+        antipodal_num = len(antipodal_list)
+        grasp_poses = np.empty(
+            shape=(antipodal_sample_num * antipodal_num, 4, 4), dtype=float
+        )
+        scores = np.empty(shape=(antipodal_sample_num * antipodal_num,), dtype=float)
+        open_length = np.empty(
+            shape=(antipodal_sample_num * antipodal_num,), dtype=float
+        )
+        for i in range(antipodal_num):
+            grasp_poses[
+                i * antipodal_sample_num : (i + 1) * antipodal_sample_num
+            ] = antipodal_list[i].sample_pose(antipodal_sample_num)
+            scores[
+                i * antipodal_sample_num : (i + 1) * antipodal_sample_num
+            ] = antipodal_list[i].score
+            open_length[
+                i * antipodal_sample_num : (i + 1) * antipodal_sample_num
+            ] = antipodal_list[i].dis
+        return grasp_poses, scores, open_length
+
+    def get_all_grasp(self) -> List[AntipodalGrasp]:
+        """get all grasp
+
+        Returns:
+            List[AntipodalGrasp]: list of grasp
+        """
+        return self._grasp_list
+
+    def select_grasp(
+        self,
+        approach_direction: np.ndarray,
+        select_num: int = 20,
+        max_angle: float = np.pi / 10,
+        select_method: GraspSelectMethod = GraspSelectMethod.NORMAL_SCORE,
+    ) -> List[AntipodalGrasp]:
+        """Select grasps. Masked by max_angle and sort by grasp score
+
+        Args:
+            approach_direction (np.ndarray): gripper approach direction
+            select_num (int, optional): select grasp number. Defaults to 10.
+            max_angle (float, optional): max angle threshold (angle with surface normal). Defaults to np.pi/10.
+            select_method (select_method, optional)
+        Return:
+            List[AntipodalGrasp]: list of grasp
+        """
+        grasp_num = len(self._grasp_list)
+        all_idx = np.arange(grasp_num)
+        grasp_poses = np.empty(shape=(grasp_num, 4, 4), dtype=float)
+        scores = np.empty(shape=(grasp_num,), dtype=float)
+        position = grasp_poses[:, :3, 3]
+
+        for i in range(grasp_num):
+            grasp_poses[i] = self._grasp_list[i].pose
+            scores[i] = self._grasp_list[i].score
+
+        # mask acoording to table up direction
+        grasp_z = grasp_poses[:, :3, 2]
+        direc_dot = (grasp_z * approach_direction).sum(axis=1)
+        valid_mask = direc_dot > np.cos(max_angle)
+        valid_id = all_idx[valid_mask]
+
+        # sort acoording to different grasp score
+        if select_method == GraspSelectMethod.NORMAL_SCORE:
+            valid_score = scores[valid_id]
+            sort_valid_idx = np.argsort(valid_score)[::-1]  # large is better
+        elif select_method == GraspSelectMethod.NEAR_APPROACH:
+            position_dot = (position * approach_direction).sum(axis=1)
+            valid_height = position_dot[valid_id]
+            sort_valid_idx = np.argsort(valid_height)
+        elif select_method == GraspSelectMethod.CENTER:
+            center_dis = np.linalg.norm(position - self._center_of_mass, axis=1)
+            valid_center_dis = center_dis[valid_id]
+            sort_valid_idx = np.argsort(valid_center_dis)
+        else:
+            logger.log_warning(f"select_method {select_method.name} not implemented.")
+            # return all grasp
+            return self._grasp_list
+
+        # get best score sample index
+        result_num = min(len(sort_valid_idx), select_num)
+        best_valid_idx = sort_valid_idx[:result_num]
+        best_idx = valid_id[best_valid_idx]
+
+        result_grasp_list = []
+        for idx in best_idx:
+            result_grasp_list.append(self._grasp_list[idx])
+        return result_grasp_list
+
+    def _antipodal_nms(
+        self, antipodal_list: List[Antipodal], nms_ratio: float = 0.02
+    ) -> List[Antipodal]:
+        antipodal_num = len(antipodal_list)
+        nms_mask = np.empty(shape=(antipodal_num,), dtype=bool)
+        nms_mask.fill(True)
+        score_list = np.empty(shape=(antipodal_num,), dtype=float)
+
+        for i in range(antipodal_num):
+            score_list[i] = antipodal_list[i].score
+
+        sort_idx = np.argsort(score_list)[::-1]
+
+        dis_th = self._mesh_len * nms_ratio
+        for i in range(antipodal_num):
+            if not nms_mask[sort_idx[i]]:
+                continue
+            antipodal_max = antipodal_list[sort_idx[i]]
+            other_antipodal = []
+            other_idx = []
+            for j in range(i + 1, antipodal_num):
+                if nms_mask[sort_idx[j]]:
+                    other_antipodal.append(antipodal_list[sort_idx[j]])
+                    other_idx.append(sort_idx[j])
+            dis_arr = antipodal_max.get_dis_arr(other_antipodal)
+            invalid_mask = dis_arr < dis_th
+            for j, flag in enumerate(invalid_mask):
+                if flag:
+                    nms_mask[other_idx[j]] = False
+        nms_antipodal_list = []
+        for i in range(antipodal_num):
+            if nms_mask[sort_idx[i]]:
+                nms_antipodal_list.append(antipodal_list[sort_idx[i]])
+
+        # TODO: nms validation check. remove in future
+        # antipodal_num = len(nms_antipodal_list)
+        # for i in range(antipodal_num):
+        #     for j in range(i + 1, antipodal_num):
+        #         antipodal_dis = nms_antipodal_list[i].get_dis(nms_antipodal_list[j])
+        #         if antipodal_dis < dis_th:
+        #             logger.log_warning(f"find near antipodal {i} and {j} with dis {antipodal_dis}")
+        return nms_antipodal_list
+
+    def _antipodal_clean(self, antipodal_list: List[Antipodal]):
+        # TODO: need collision checker
+
+        valid_antipodal = []
+        max_angle_cos = np.cos(self._antipodal_max_angle)
+        for antipodal in antipodal_list:
+            if (
+                1e-5 < antipodal.dis < self._open_length
+                and antipodal.angle_cos > max_angle_cos
+            ):
+                valid_antipodal.append(antipodal)
+        return valid_antipodal
+
+    def antipodal_visual(self, antipodal_list):
+        mesh_visual = self._mesh_o3dt.to_legacy()
+        antipodal_num = len(antipodal_list)
+        draw_points = np.empty(shape=(antipodal_num * 2, 3), dtype=float)
+        draw_lines = np.empty(shape=(antipodal_num, 2), dtype=int)
+        for i in range(antipodal_num):
+            direc = antipodal_list[i].point_b - antipodal_list[i].point_a
+            direc = direc / np.linalg.norm(direc)
+            anti_begin = antipodal_list[i].point_a - direc * 0.005
+            anti_end = antipodal_list[i].point_b + direc * 0.005
+            draw_points[i * 2] = anti_begin
+            draw_points[i * 2 + 1] = anti_end
+            draw_lines[i] = np.array([i * 2, i * 2 + 1], dtype=int)
+
+        line_set = o3d.geometry.LineSet(
+            points=o3d.utility.Vector3dVector(draw_points),
+            lines=o3d.utility.Vector2iVector(draw_lines),
+        )
+        draw_colors = np.empty(shape=(antipodal_num, 3), dtype=float)
+        draw_colors[:] = np.array([0.0, 1.0, 1.0])
+        line_set.colors = o3d.utility.Vector3dVector(draw_colors)
+        o3d.visualization.draw_geometries([line_set, mesh_visual])
+
+    def grasp_pose_visual(
+        self, grasp_list: List[AntipodalGrasp]
+    ) -> List[o3d.t.geometry.TriangleMesh]:
+        """visualize grasp pose
+
+        Args:
+            grasp_list (List[AntipodalGrasp]): list of grasp
+
+        Returns:
+            List[o3d.t.geometry.TriangleMesh]: list of visualization mesh
+        """
+        pose_num = len(grasp_list)
+        visual_mesh_list = [self._mesh_o3dt.compute_vertex_normals()]
+
+        max_angle_cos = np.cos(self._antipodal_max_angle)
+
+        for i in range(pose_num):
+            grasp_mesh = grasp_list[i].grasp_pose_visual_mesh(
+                gripper_open_length=self._open_length
+            )
+            grasp_mesh.transform(grasp_list[i].pose)
+            # low score: red | hight score: blue
+            score_ratio = (grasp_list[i].score - max_angle_cos) / (1 - max_angle_cos)
+            score_ratio = min(1.0, score_ratio)
+            score_ratio = max(0.0, score_ratio)
+            grasp_mesh.paint_uniform_color(np.array([1 - score_ratio, 0, score_ratio]))
+            visual_mesh_list.append(o3d.t.geometry.TriangleMesh.from_legacy(grasp_mesh))
+        return visual_mesh_list
diff --git a/embodichain/toolkits/graspkit/pg_grasp/cone_sampler.py b/embodichain/toolkits/graspkit/pg_grasp/cone_sampler.py
new file mode 100644
index 00000000..5de52f4c
--- /dev/null
+++ b/embodichain/toolkits/graspkit/pg_grasp/cone_sampler.py
@@ -0,0 +1,121 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import open3d as o3d
+import numpy as np
+from scipy.spatial.transform import Rotation as R
+
+
+def rotate_to_ref(direc: np.ndarray, rotate_ref: np.ndarray):
+    assert direc.shape == (3,)
+    direc_len = np.linalg.norm(direc)
+    assert direc_len > 1e-5
+    direc_unit = direc / direc_len
+
+    assert rotate_ref.shape == (3,)
+    rotate_ref_len = np.linalg.norm(rotate_ref)
+    assert rotate_ref_len > 1e-5
+    rotate_ref_unit = rotate_ref / rotate_ref_len
+
+    rotate_axis = np.cross(rotate_ref_unit, direc_unit)
+    rotate_axis_len = np.linalg.norm(rotate_axis)
+    if rotate_axis_len < 1e-5:
+        # co axis, no need to do rotation
+        dot_res = direc_unit.dot(rotate_ref_unit)
+        if dot_res > 0:
+            # identity rotation
+            return np.eye(3, dtype=float)
+        else:
+            # negative, rotate 180 degree
+            # rotate with a perpendicular axis
+            random_axis = np.random.random(size=(3,))
+            perpendicular_axis = np.cross(random_axis, rotate_ref_unit)
+            perpendicular_axis = perpendicular_axis / np.linalg.norm(perpendicular_axis)
+            ref_rotation = R.from_rotvec(perpendicular_axis * np.pi).as_matrix()
+            return ref_rotation
+    else:
+        rotate_axis = rotate_axis / rotate_axis_len
+    angle = np.arccos(direc_unit.dot(rotate_ref_unit))
+    ref_rotation = R.from_rotvec(angle * rotate_axis, degrees=False).as_matrix()
+    return ref_rotation
+
+
+class ConeSampler:
+    def __init__(
+        self, max_angle: float, layer_num: int = 2, sample_each_layer: int = 4
+    ) -> None:
+        """cone ray sampler
+
+        Args:
+            max_angle (float): maximum ray angle to surface normal
+            layer_num (int, optional): circle layer. Defaults to 2.
+            sample_each_layer (int, optional): ray samples in each circle layer. Defaults to 4.
+        """
+        self._max_angle = max_angle
+        self._layer_num = layer_num
+        self._ray_num = layer_num * sample_each_layer + 1
+        alpha_list = np.linspace(max_angle / layer_num, max_angle, layer_num)
+        beta_list = np.linspace(
+            2 * np.pi / sample_each_layer, 2 * np.pi, sample_each_layer
+        )
+        self._direc_ref = np.array([0, 0, 1])
+
+        rotation_list = np.empty(shape=(self._ray_num, 3, 3), dtype=float)
+
+        for i, alpha in enumerate(alpha_list):
+            for j, beta in enumerate(beta_list):
+                x_rotation = R.from_euler(
+                    seq="XYZ", angles=np.array([alpha, 0, 0]), degrees=False
+                ).as_matrix()
+                z_rotation = R.from_euler(
+                    seq="XYZ", angles=np.array([0, 0, beta]), degrees=False
+                ).as_matrix()
+                rotation_list[i * sample_each_layer + j + 1] = z_rotation @ x_rotation
+        # original direction
+        rotation_list[0] = np.eye(3)
+        self._sample_direc = rotation_list[:, :3, 2]  # z-axis
+
+    def cone_sample_direc(self, direc: np.ndarray, is_visual: bool = False):
+        """sample cone directly
+
+        Args:
+            direc (np.ndarray): direction to sample a cone
+            is_visual (bool, optional): use visualization or not. Defaults to False.
+
+        Returns:
+            np.ndarray: [_ray_num, 3] of float, cone direction list
+        """
+        ref_rotation = rotate_to_ref(direc, self._direc_ref)
+        cone_direc_list = self._sample_direc @ ref_rotation.T
+        if is_visual:
+            self._visual(cone_direc_list)
+        return cone_direc_list
+
+    def _visual(self, cone_direc_list: np.ndarray):
+        drawer = o3d.geometry.TriangleMesh.create_coordinate_frame(0.5)
+        for cone_direc in cone_direc_list:
+            arrow = o3d.geometry.TriangleMesh.create_arrow(
+                cylinder_radius=0.02,
+                cone_radius=0.03,
+                cylinder_height=0.9,
+                cone_height=0.1,
+            )
+            arrow.compute_vertex_normals()
+            arrow_rotation = rotate_to_ref(cone_direc, self._direc_ref)
+            arrow.rotate(arrow_rotation, center=(0, 0, 0))
+            arrow.paint_uniform_color(np.array([0.5, 0.5, 0.5]))
+            drawer += arrow
+        o3d.visualization.draw_geometries([drawer])
diff --git a/embodichain/toolkits/urdf_assembly/__init__.py b/embodichain/toolkits/urdf_assembly/__init__.py
new file mode 100644
index 00000000..f0866a6f
--- /dev/null
+++ b/embodichain/toolkits/urdf_assembly/__init__.py
@@ -0,0 +1,18 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+from .urdf_assembly_manager import URDFAssemblyManager
+
+__all__ = ["URDFAssemblyManager"]
diff --git a/embodichain/toolkits/urdf_assembly/component.py b/embodichain/toolkits/urdf_assembly/component.py
new file mode 100644
index 00000000..603225a3
--- /dev/null
+++ b/embodichain/toolkits/urdf_assembly/component.py
@@ -0,0 +1,342 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import traceback
+import numpy as np
+from pathlib import Path
+from dataclasses import dataclass
+import xml.etree.ElementTree as ET
+from typing import Dict, Optional
+
+from embodichain.toolkits.urdf_assembly.logging_utils import (
+    URDFAssemblyLogger,
+)
+from embodichain.toolkits.urdf_assembly.mesh import URDFMeshManager
+
+
+__all__ = ["ComponentRegistry", "URDFComponent", "URDFComponentManager"]
+
+
+class ComponentRegistry:
+    r"""Registry for storing and retrieving URDFComponent objects."""
+
+    def __init__(self):
+        self._components = {}
+
+    def add(self, component_type: str, component_obj):
+        self._components[component_type] = component_obj
+
+    def get(self, component_type: str):
+        return self._components.get(component_type)
+
+    def all(self):
+        return self._components
+
+    def remove(self, component_type: str):
+        if component_type in self._components:
+            del self._components[component_type]
+
+
+@dataclass
+class URDFComponent:
+    r"""Represents a URDF component with its configuration and transformation.
+
+    This dataclass encapsulates all the information needed to process and integrate
+    a URDF component into the robot assembly, including file path, attachment
+    configuration, parameters, and optional spatial transformation.
+    """
+
+    urdf_path: str  # Path to the URDF file for this component
+    default_attach_link: str = (
+        "base_link"  # Default link name for attachment (usually the first link)
+    )
+    params: Dict = None  # Component-specific parameters (e.g., wheel_type for chassis)
+    transform: Optional[
+        np.ndarray
+    ] = None  # Optional 4x4 transformation matrix for positioning
+
+    def __post_init__(self):
+        # Convert path to Path object for better path handling
+        if isinstance(self.urdf_path, str):
+            self.urdf_path = Path(self.urdf_path)
+
+        # Validate transformation matrix dimensions and type
+        if self.transform is not None:
+            if not isinstance(self.transform, np.ndarray) or self.transform.shape != (
+                4,
+                4,
+            ):
+                raise ValueError("Transform must be a 4x4 numpy array")
+
+
+class URDFComponentManager:
+    """Responsible for loading, renaming, and processing meshes for a single component."""
+
+    def __init__(self, mesh_manager: URDFMeshManager):
+        self.mesh_manager = mesh_manager
+        self.logger = URDFAssemblyLogger.get_logger("component_manager")
+
+    def process_component(
+        self,
+        comp: str,
+        prefix: str,
+        comp_obj,
+        name_mapping: dict,
+        base_points: dict,
+        links: list,
+        joints: list,
+    ):
+        r"""Process a single URDF component by renaming elements and handling meshes.
+
+        Args:
+            comp (str): Component name (e.g., 'chassis', 'left_arm', 'hand').
+            prefix (str): Prefix to add to component elements for uniqueness (e.g., 'left_').
+                        None means no prefix will be applied.
+            comp_obj: URDFComponent object containing the component's URDF path and parameters.
+            name_mapping (dict): Dictionary mapping (component, original_name) tuples to new names.
+                            Used for resolving cross-references between components.
+            base_points (dict): Dictionary mapping component names to their base connection link names.
+                            Used for establishing parent-child relationships.
+            links (list): Global list to collect all processed link elements from all components.
+            joints (list): Global list to collect all processed joint elements from all components.
+        """
+
+        try:
+            urdf_root = ET.parse(comp_obj.urdf_path).getroot()
+
+            # Safe way to get link and joint names, handling None values
+            global_link_names = {
+                link.get("name").lower()
+                for link in links
+                if link.get("name") is not None
+            }
+            global_joint_names = {
+                joint.get("name").upper()
+                for joint in joints
+                if joint.get("name") is not None
+            }
+
+            first_link_flag = True
+            joint_name_mapping = {}
+
+            # Process links first
+            for link in urdf_root.findall("link"):
+                orig_name = link.get("name")
+                if orig_name is None:
+                    self.logger.warning(
+                        f"Found link with no name in component {comp}, skipping"
+                    )
+                    continue
+
+                # Generate unique name
+                if prefix:
+                    new_name = self._generate_unique_name(
+                        orig_name, prefix, global_link_names
+                    ).lower()
+                else:
+                    # For components without prefix, ensure names are unique
+                    if orig_name.lower() in global_link_names:
+                        new_name = f"{comp}_{orig_name}".lower()
+                    else:
+                        new_name = orig_name.lower()
+
+                global_link_names.add(new_name)
+
+                # Set first link as base point
+                if first_link_flag:
+                    base_points[comp] = new_name
+                    first_link_flag = False
+
+                # Update link name mapping and set link name to lowercase
+                name_mapping[(comp, orig_name)] = new_name
+                link.set("name", new_name)
+                links.append(link)
+
+                self._process_meshes(link, comp_obj.urdf_path, comp)
+
+            # Process joints: Build mapping table AND process all at once
+            joints_to_process = []
+
+            # First collect all joints and build complete mapping
+            for joint in urdf_root.findall("joint"):
+                orig_joint_name = joint.get("name")
+                if orig_joint_name is None:
+                    continue
+
+                new_joint_name = self._generate_unique_name(
+                    orig_joint_name, prefix, global_joint_names
+                ).upper()
+                global_joint_names.add(new_joint_name)
+
+                # Build the complete mapping table
+                joint_name_mapping[orig_joint_name] = new_joint_name
+                joints_to_process.append((joint, orig_joint_name, new_joint_name))
+
+            self.logger.debug(f"Joint name mapping for [{comp}]: {joint_name_mapping}")
+
+            # Now process all joints with complete mapping available
+            for joint, orig_joint_name, new_joint_name in joints_to_process:
+                # Set the new joint name
+                joint.set("name", new_joint_name)
+
+                # Update parent and child links to lowercase - with None checks
+                parent_elem = joint.find("parent")
+                child_elem = joint.find("child")
+
+                if parent_elem is not None:
+                    parent = parent_elem.get("link")
+                    if parent is not None:
+                        new_parent_name = name_mapping.get(
+                            (comp, parent), parent
+                        ).lower()
+                        parent_elem.set("link", new_parent_name)
+                    else:
+                        self.logger.warning(
+                            f"Found parent element with no link attribute in joint {orig_joint_name}"
+                        )
+
+                if child_elem is not None:
+                    child = child_elem.get("link")
+                    if child is not None:
+                        new_child_name = name_mapping.get((comp, child), child).lower()
+                        child_elem.set("link", new_child_name)
+                    else:
+                        self.logger.warning(
+                            f"Found child element with no link attribute in joint {orig_joint_name}"
+                        )
+
+                # Process mimic joint references using the complete mapping table
+                mimic_elem = joint.find("mimic")
+                if mimic_elem is not None:
+                    mimic_joint = mimic_elem.get("joint")
+                    if mimic_joint is not None:
+                        self.logger.info(
+                            f"Processing mimic joint reference: ({mimic_joint}) in joint ({orig_joint_name})"
+                        )
+                        # Look up the corresponding new joint name in the mapping table
+                        new_mimic_joint = joint_name_mapping.get(mimic_joint)
+                        if new_mimic_joint:
+                            # Update the mimic element to reference the renamed joint
+                            mimic_elem.set("joint", new_mimic_joint)
+                            self.logger.info(
+                                f"✓ Updated mimic joint reference: ({mimic_joint}) -> ({new_mimic_joint})"
+                            )
+                        else:
+                            self.logger.warning(
+                                f"✗ Could not find mapping for mimic joint: ({mimic_joint})"
+                            )
+                            self.logger.warning(
+                                f"Available mappings: {list(joint_name_mapping.keys())}"
+                            )
+
+                joints.append(joint)
+
+            self.logger.debug(
+                f"Processed component: [{comp}], links: {len(urdf_root.findall('link'))}, joints: {len(urdf_root.findall('joint'))}"
+            )
+
+        except Exception as e:
+            self.logger.error(
+                f"Failed to process component [{comp}]: {e}", exc_info=True
+            )
+            self.logger.error(f"Traceback: {traceback.format_exc()}")
+
+    def _generate_unique_name(
+        self, orig_name: str, prefix: str, existing_names: set
+    ) -> str:
+        r"""Generate a unique name by adding a prefix and ensuring no conflicts.
+
+        Args:
+            orig_name (str): The original name to modify.
+            prefix (str): The prefix to add to the name.
+            existing_names (set): A set of existing names to check for conflicts.
+
+        Returns:
+            str: A unique name derived from the original name.
+        """
+        if orig_name is None:
+            orig_name = "unnamed"
+
+        if prefix and not orig_name.lower().startswith(prefix.lower()):
+            new_name = f"{prefix}{orig_name}".lower()
+        else:
+            new_name = orig_name.lower()
+
+        # Ensure the new name is unique
+        if new_name in existing_names:
+            counter = 1
+            unique_name = f"{new_name}_{counter}"
+            while unique_name in existing_names:
+                counter += 1
+                unique_name = f"{new_name}_{counter}"
+            new_name = unique_name
+
+        return new_name
+
+    def _process_meshes(self, link: ET.Element, base_urdf_path: str, comp_name: str):
+        r"""Process visual and collision meshes for a link.
+
+        Args:
+            link (ET.Element): The URDF link element to process.
+            base_urdf_path (str): The base path for the URDF files.
+            comp_name (str): The name of the component being processed.
+        """
+        try:
+            for visual in link.findall("visual"):
+                geometry = visual.find("geometry")
+                if geometry is not None:
+                    mesh = geometry.find("mesh")
+                    if mesh is not None:
+                        filename = mesh.get("filename")
+                        if filename is not None:
+                            self.logger.debug(f"Processing visual mesh: {filename}")
+                            new_mesh_filename = (
+                                self.mesh_manager.copy_and_modify_mesh_file(
+                                    base_urdf_path,
+                                    filename,
+                                    "Visual",
+                                    comp_name,
+                                )
+                            )
+                            self.logger.debug(
+                                f"Updated visual mesh filename: {new_mesh_filename}"
+                            )
+                            mesh.set("filename", new_mesh_filename)
+
+            for collision in link.findall("collision"):
+                geometry = collision.find("geometry")
+                if geometry is not None:
+                    mesh = geometry.find("mesh")
+                    if mesh is not None:
+                        filename = mesh.get("filename")
+                        if filename is not None:
+                            self.logger.debug(f"Processing collision mesh: {filename}")
+                            new_mesh_filename = (
+                                self.mesh_manager.copy_and_modify_mesh_file(
+                                    base_urdf_path,
+                                    filename,
+                                    "Collision",
+                                    comp_name,
+                                )
+                            )
+                            self.logger.debug(
+                                f"Updated collision mesh filename: {new_mesh_filename}"
+                            )
+                            mesh.set("filename", new_mesh_filename)
+        except Exception as e:
+            self.logger.error(
+                f"Failed to process meshes for component {comp_name}: {e}"
+            )
diff --git a/embodichain/toolkits/urdf_assembly/connection.py b/embodichain/toolkits/urdf_assembly/connection.py
new file mode 100644
index 00000000..0e871b83
--- /dev/null
+++ b/embodichain/toolkits/urdf_assembly/connection.py
@@ -0,0 +1,212 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import xml.etree.ElementTree as ET
+
+from scipy.spatial.transform import Rotation as R
+
+from embodichain.toolkits.urdf_assembly.logging_utils import (
+    URDFAssemblyLogger,
+)
+
+__all__ = ["URDFConnectionManager"]
+
+
+class URDFConnectionManager:
+    r"""
+    Responsible for managing connection rules between components and sensor attachments.
+    """
+
+    def __init__(self, base_link_name: str):
+        r"""Initialize the URDFConnectionManager.
+
+        Args:
+            base_link_name (str): The name of the base link to which the chassis or other components may be attached.
+        """
+        self.base_link_name = base_link_name
+        self.logger = URDFAssemblyLogger.get_logger("connection_manager")
+
+    def add_connections(
+        self,
+        joints: list,
+        base_points: dict,
+        parent_attach_points: dict,
+        connection_rules: list,
+        component_transforms: dict = None,
+    ):
+        r"""Add connection joints between robot components according to the specified rules.
+
+        Args:
+            joints (list): A list to collect joint elements.
+            base_points (dict): A mapping from component names to their child connection link names.
+            parent_attach_points (dict): A mapping from component names to their parent connection link names.
+            connection_rules (list): A list of (parent, child) tuples specifying connection relationships.
+            component_transforms (dict): Optional mapping from component names to their transform matrices.
+        """
+        chassis_component = "chassis"
+        component_transforms = component_transforms or {}
+
+        existing_joint_names = {
+            joint.get("name") for joint in joints if hasattr(joint, "get")
+        }
+
+        # chassis is always attached to base_link (no transform applied to this connection)
+        if chassis_component in base_points:
+            chassis_first_link = base_points[chassis_component]
+            joint_name = f"BASE_LINK_TO_{chassis_component.upper()}_CONNECTOR"
+            if joint_name not in existing_joint_names:
+                joint = ET.Element("joint", name=joint_name, type="fixed")
+                ET.SubElement(joint, "origin", xyz="0 0 0", rpy="0 0 0")
+                ET.SubElement(joint, "parent", link=self.base_link_name)
+                ET.SubElement(joint, "child", link=chassis_first_link)
+                joints.append(joint)
+                existing_joint_names.add(joint_name)
+                self.logger.info(
+                    f"[{chassis_component.capitalize()}] connected to [base_link] via ({chassis_first_link})"
+                )
+        else:
+            # If no chassis, connect components directly to base_link with their transforms
+            self.logger.info(
+                "No chassis found, connecting components directly to base_link"
+            )
+
+            # Find components that don't have parents in connection_rules
+            components_with_parents = {child for parent, child in connection_rules}
+            orphan_components = [
+                comp
+                for comp in base_points.keys()
+                if comp not in components_with_parents
+            ]
+
+            for comp in orphan_components:
+                comp_first_link = base_points[comp]
+                joint_name = f"BASE_TO_{comp.upper()}_CONNECTOR"
+
+                if joint_name not in existing_joint_names:
+                    joint = ET.Element("joint", name=joint_name, type="fixed")
+
+                    # Apply transform to this specific connection if the component has one
+                    if comp in component_transforms:
+                        transform = component_transforms[comp]
+                        xyz = transform[:3, 3]  # Extract translation
+                        rotation = R.from_matrix(transform[:3, :3])
+                        rpy = rotation.as_euler("xyz")
+
+                        ET.SubElement(
+                            joint,
+                            "origin",
+                            xyz=f"{xyz[0]} {xyz[1]} {xyz[2]}",
+                            rpy=f"{rpy[0]} {rpy[1]} {rpy[2]}",
+                        )
+                        self.logger.info(
+                            f"Applied transform to base connection {comp}: xyz={xyz}, rpy={rpy}"
+                        )
+                    else:
+                        ET.SubElement(joint, "origin", xyz="0 0 0", rpy="0 0 0")
+
+                    ET.SubElement(joint, "parent", link=self.base_link_name)
+                    ET.SubElement(joint, "child", link=comp_first_link)
+                    joints.append(joint)
+                    existing_joint_names.add(joint_name)
+
+                    self.logger.info(
+                        f"[{comp.capitalize()}] connected to [base_link] via ({comp_first_link})"
+                    )
+
+        # Process other connection relationships
+        for parent, child in connection_rules:
+            if parent in parent_attach_points and child in base_points:
+                parent_connect_link = parent_attach_points[parent].lower()
+                child_connect_link = base_points[child].lower()
+
+                self.logger.info(
+                    f"Connecting [{parent}]-({parent_connect_link}) to [{child}]-({child_connect_link})"
+                )
+
+                # Create a unique joint name
+                base_joint_name = f"{parent.upper()}_TO_{child.upper()}_CONNECTOR"
+                if base_joint_name not in existing_joint_names:
+                    joint = ET.Element("joint", name=base_joint_name, type="fixed")
+
+                    # Apply transform to this specific connection if the child component has one
+                    if child in component_transforms:
+                        transform = component_transforms[child]
+                        xyz = transform[:3, 3]  # Extract translation
+                        rotation = R.from_matrix(transform[:3, :3])
+                        rpy = rotation.as_euler("xyz")
+
+                        ET.SubElement(
+                            joint,
+                            "origin",
+                            xyz=f"{xyz[0]} {xyz[1]} {xyz[2]}",
+                            rpy=f"{rpy[0]} {rpy[1]} {rpy[2]}",
+                        )
+                        self.logger.info(
+                            f"Applied transform to connection {parent} -> {child}: xyz={xyz}, rpy={rpy}"
+                        )
+                    else:
+                        ET.SubElement(joint, "origin", xyz="0 0 0", rpy="0 0 0")
+
+                    ET.SubElement(joint, "parent", link=parent_connect_link)
+                    ET.SubElement(joint, "child", link=child_connect_link)
+                    joints.append(joint)
+                    existing_joint_names.add(base_joint_name)
+                else:
+                    self.logger.warning(
+                        f"Duplicate connection rule: {parent} -> {child}"
+                    )
+            else:
+                self.logger.error(f"Invalid connection rule: {parent} -> {child}")
+
+    def add_sensor_attachments(
+        self, joints: list, attach_dict: dict, base_points: dict
+    ):
+        r"""Attach sensors to the robot by creating fixed joints."""
+        for sensor_name, attach in attach_dict.items():
+            sensor_urdf = ET.parse(attach.sensor_urdf).getroot()
+
+            # Add sensor links and joints to the main lists
+            for link in sensor_urdf.findall("link"):
+                # Ensure sensor link names are lowercase
+                link.set("name", link.get("name").lower())
+                joints.append(link)  # This should be added to links list instead
+
+            for joint in sensor_urdf.findall("joint"):
+                # Ensure sensor joint names are uppercase and link references are lowercase
+                joint.set("name", joint.get("name").upper())
+                parent_elem = joint.find("parent")
+                child_elem = joint.find("child")
+                if parent_elem is not None:
+                    parent_elem.set("link", parent_elem.get("link").lower())
+                if child_elem is not None:
+                    child_elem.set("link", child_elem.get("link").lower())
+                joints.append(joint)
+
+            parent_link = base_points.get(
+                attach.parent_component, attach.parent_component
+            ).lower()  # Ensure lowercase
+
+            # Create connection joint with uppercase name
+            joint_name = (
+                f"{attach.parent_component.upper()}_TO_{sensor_name.upper()}_CONNECTOR"
+            )
+            joint = ET.Element("joint", name=joint_name, type="fixed")
+            ET.SubElement(joint, "origin", xyz="0 0 0", rpy="0 0 0")
+            ET.SubElement(joint, "parent", link=parent_link)
+            ET.SubElement(
+                joint, "child", link=sensor_urdf.find("link").get("name").lower()
+            )
+            joints.append(joint)
diff --git a/embodichain/toolkits/urdf_assembly/file_writer.py b/embodichain/toolkits/urdf_assembly/file_writer.py
new file mode 100644
index 00000000..18d6a24e
--- /dev/null
+++ b/embodichain/toolkits/urdf_assembly/file_writer.py
@@ -0,0 +1,211 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from datetime import datetime
+
+import xml.etree.ElementTree as ET
+
+from embodichain.toolkits.urdf_assembly.logging_utils import (
+    URDFAssemblyLogger,
+)
+
+__all__ = ["URDFFileWriter"]
+
+
+class URDFFileWriter:
+    r"""Responsible for formatting XML and writing URDF files with proper headers."""
+
+    def __init__(self, module_names: list = None):
+        r"""Initialize the URDFFileWriter.
+
+        Args:
+            module_names (list): List of module names to include in the header.
+        """
+        self.module_names = module_names or []
+        self.logger = URDFAssemblyLogger.get_logger("file_writer")
+
+    def create_section_comment(
+        self, content: str, comment_type: str = "section"
+    ) -> ET.Comment:
+        r"""Create standardized section comments for URDF organization.
+
+        Args:
+            content (str): The content of the comment.
+            comment_type (str): Type of comment - "section", "start", "end", "empty".
+
+        Returns:
+            ET.Comment: XML comment element.
+        """
+        if comment_type == "empty":
+            return ET.Comment("")
+        elif comment_type == "start":
+            return ET.Comment(f" Start of ({content.lower()}) ")
+        elif comment_type == "end":
+            return ET.Comment(f" End of ({content.lower()}) ")
+        else:
+            return ET.Comment(f" {content} ")
+
+    def add_section_comments(
+        self, elements_list: list, part_name: str, section_type: str
+    ):
+        r"""Add standardized section comments to elements list.
+
+        Args:
+            elements_list (list): List to add comments to (links or joints).
+            part_name (str): Name of the component part.
+            section_type (str): Type of section ("Links" or "Joints").
+        """
+        elements_list.append(self.create_section_comment("", "empty"))
+        elements_list.append(
+            self.create_section_comment(
+                f"{section_type} for part: {part_name}", "start"
+            )
+        )
+
+    def add_section_end_comments(
+        self, elements_list: list, part_name: str, section_type: str
+    ):
+        r"""Add standardized section end comments to elements list.
+
+        Args:
+            elements_list (list): List to add comments to (links or joints).
+            part_name (str): Name of the component part.
+            section_type (str): Type of section ("Links" or "Joints").
+        """
+        elements_list.append(
+            self.create_section_comment(f"{section_type} for part: {part_name}", "end")
+        )
+        elements_list.append(self.create_section_comment("", "empty"))
+
+    def make_comment_line(self, content: str, width: int = 80) -> str:
+        r"""Create a properly formatted comment line with centered content.
+
+        Args:
+            content (str): The content to be centered in the comment.
+            width (int): Total width of the comment line (default is 80).
+
+        Returns:
+            str: A formatted XML comment line.
+        """
+        content = content.strip()
+        pad_total = width - 7 - len(content)
+        pad_left = pad_total // 2
+        pad_right = pad_total - pad_left
+        if pad_total < 0:
+            pad_left = 0
+            pad_right = 0
+        return f"<!--{' ' * pad_left}{content}{' ' * pad_right}-->"
+
+    def generate_header(
+        self, module_names: list = None, assembly_signature: str = None
+    ) -> str:
+        r"""Generate a standard header for URDF files with assembly signature.
+
+        Args:
+            module_names (list): List of module names to include in the header.
+            assembly_signature (str): MD5 signature of the assembly configuration.
+
+        Returns:
+            str: Formatted header string.
+        """
+        if module_names is None:
+            module_names = self.module_names
+
+        now = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+
+        # Calculate proper spacing for centered content
+        header_width = 80
+        separator_line = "<!--" + "=" * (header_width - 8) + "-->"
+
+        def center_comment(text: str) -> str:
+            """Center text within comment brackets with proper padding."""
+            content_width = header_width - 8  # Account for <!-- and -->
+            text_len = len(text)
+            if text_len >= content_width:
+                return f"<!--{text[:content_width]}-->"
+
+            padding = content_width - text_len
+            left_pad = padding // 2
+            right_pad = padding - left_pad
+            return f"<!--{' ' * left_pad}{text}{' ' * right_pad}-->"
+
+        header_lines = [
+            '<?xml version="1.0"?>',
+            separator_line,
+            center_comment("Robot URDF Model Generation Report"),
+            center_comment(f"Generation Time: {now}"),
+            center_comment("Tool Version: DexForce URDF Composer V1.0"),
+            center_comment(f"Included Modules: {' + '.join(module_names)}"),
+        ]
+
+        # Add assembly signature if provided
+        if assembly_signature:
+            header_lines.append(
+                center_comment(f"配置签名 ASSEMBLY_SIGNATURE: {assembly_signature}")
+            )
+
+        header_lines.append(separator_line)
+
+        return "\n".join(header_lines) + "\n"
+
+    def prettify(self, elem: ET.Element, level: int = 0) -> ET.Element:
+        r"""Format an XML element by adding newlines and indentation.
+
+        Args:
+            elem (ET.Element): The XML element to format.
+            level (int): The current indentation level (default is 0).
+
+        Returns:
+            ET.Element: The formatted XML element.
+        """
+        indent = "\n" + "  " * level  # Create indentation string based on level
+        if len(elem):  # If the element has children
+            if not elem.text or not elem.text.strip():
+                elem.text = indent + "  "  # Add indentation if no text
+            if not elem.tail or not elem.tail.strip():
+                elem.tail = indent  # Add indentation after the element
+            for child in elem:
+                self.prettify(child, level + 1)  # Recursive call for children
+            if not child.tail or not child.tail.strip():
+                child.tail = indent  # Ensure the last child has proper tail indentation
+        else:  # If the element has no children
+            if level and (not elem.tail or not elem.tail.strip()):
+                elem.tail = indent  # Add indentation for elements at a non-zero level
+        return elem
+
+    def write_urdf(
+        self,
+        merged_urdf: ET.Element,
+        output_path: str,
+        module_names: list = None,
+        assembly_signature: str = None,
+    ):
+        r"""Write the merged URDF to file with proper formatting and header including signature.
+
+        Args:
+            merged_urdf (ET.Element): The merged URDF XML element.
+            output_path (str): Path where the URDF file will be written.
+            module_names (list): Optional list of module names for the header.
+            assembly_signature (str): Optional assembly signature to include in header.
+        """
+        header = self.generate_header(module_names, assembly_signature)
+        xml_str = ET.tostring(self.prettify(merged_urdf), encoding="unicode")
+
+        with open(output_path, "w", encoding="utf-8") as f:
+            f.write(header)
+            f.write(xml_str)
+
+        self.logger.info(f"URDF file written to: {output_path}")
diff --git a/embodichain/toolkits/urdf_assembly/logging_utils.py b/embodichain/toolkits/urdf_assembly/logging_utils.py
new file mode 100644
index 00000000..63c17d0c
--- /dev/null
+++ b/embodichain/toolkits/urdf_assembly/logging_utils.py
@@ -0,0 +1,131 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import logging
+from typing import Optional
+
+__all__ = ["URDFAssemblyLogger"]
+
+
+class URDFColorFormatter(logging.Formatter):
+    r"""Color formatter for URDF assembly logging"""
+
+    COLORS = {
+        "DEBUG": "\033[36m",  # Cyan
+        "INFO": "\033[32m",  # Green
+        "WARNING": "\033[33m",  # Yellow
+        "ERROR": "\033[31m",  # Red
+        "CRITICAL": "\033[41m",  # Red background
+    }
+    # Symbol colors
+    BRACKET_COLOR = "\033[94m"  # Bright blue for []
+    PAREN_COLOR = "\033[95m"  # Magenta for ()
+    RESET = "\033[0m"
+
+    def format(self, record):
+        color = self.COLORS.get(record.levelname, self.RESET)
+        message = super().format(record)
+
+        # Apply symbol coloring first
+        message = self._colorize_symbols(message, color)
+
+        return f"{color}{message}{self.RESET}"
+
+    def _colorize_symbols(self, message, base_color):
+        r"""Add colors to brackets and parentheses while preserving base color"""
+        import re
+
+        # Color square brackets and their content, then restore base color
+        message = re.sub(
+            r"\[([^\]]+)\]",
+            f"{self.BRACKET_COLOR}[\\1]{self.RESET}{base_color}",
+            message,
+        )
+
+        # Color parentheses and their content, then restore base color
+        message = re.sub(
+            r"\(([^)]+)\)", f"{self.PAREN_COLOR}(\\1){self.RESET}{base_color}", message
+        )
+
+        return message
+
+
+class URDFAssemblyLogger:
+    r"""URDF Assembly module-specific logger manager"""
+
+    _loggers = {}  # Cache for created loggers
+    _initialized = False
+
+    @classmethod
+    def get_logger(cls, name: Optional[str] = None) -> logging.Logger:
+        r"""Get or create a URDF assembly-specific logger
+
+        Args:
+            name: Logger name, defaults to calling module name
+
+        Returns:
+            Configured logger instance
+        """
+        if name is None:
+            # Get caller's module name
+            import inspect
+
+            frame = inspect.currentframe().f_back
+            module_name = frame.f_globals.get("__name__", "unknown")
+            if module_name == "__main__":
+                name = "urdf_assembly.main"
+            else:
+                name = f'urdf_assembly.{module_name.split(".")[-1]}'
+        else:
+            # Ensure using urdf_assembly prefix
+            if not name.startswith("urdf_assembly."):
+                name = f"urdf_assembly.{name}"
+
+        # Return cached logger or create new one
+        if name not in cls._loggers:
+            logger = logging.getLogger(name)
+
+            # Avoid duplicate handlers
+            if not logger.handlers:
+                handler = logging.StreamHandler()
+                formatter = URDFColorFormatter("[%(levelname)s] %(name)s: %(message)s")
+                handler.setFormatter(formatter)
+                logger.addHandler(handler)
+                logger.setLevel(logging.INFO)
+                logger.propagate = False  # Don't propagate to root logger
+
+            cls._loggers[name] = logger
+
+        return cls._loggers[name]
+
+    @classmethod
+    def set_level(cls, level):
+        r"""Set log level for all URDF assembly loggers"""
+        for logger in cls._loggers.values():
+            logger.setLevel(level)
+
+    @classmethod
+    def disable_other_loggers(cls):
+        r"""Disable output from other non-URDF loggers"""
+        logging.getLogger().setLevel(logging.CRITICAL)
+
+
+# Remove original setup_logger function, replace with URDF-specific initialization
+def setup_urdf_logging():
+    """Initialize URDF assembly logging system"""
+    # Optional: disable other logger outputs
+    URDFAssemblyLogger.disable_other_loggers()
+    return URDFAssemblyLogger.get_logger("urdf_assembly.main")
diff --git a/embodichain/toolkits/urdf_assembly/mesh.py b/embodichain/toolkits/urdf_assembly/mesh.py
new file mode 100644
index 00000000..c03a28c8
--- /dev/null
+++ b/embodichain/toolkits/urdf_assembly/mesh.py
@@ -0,0 +1,190 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import shutil
+import xml.etree.ElementTree as ET
+
+from embodichain.toolkits.urdf_assembly.logging_utils import (
+    URDFAssemblyLogger,
+)
+
+__all__ = ["URDFMeshManager"]
+
+
+class URDFMeshManager:
+    r"""Responsible for copying, renaming, and handling dependencies of mesh files."""
+
+    def __init__(self, output_dir: str):
+        r"""Initialize the URDFMeshManager with output directory configuration.
+
+        Args:
+            output_dir (str): Base directory where mesh files will be organized.
+                             Creates subdirectories 'Visual' and 'Collision' for
+                             different mesh types.
+        """
+        self.output_dir = output_dir
+        self.logger = URDFAssemblyLogger.get_logger("mesh_manager")
+
+    def ensure_dirs(self):
+        r"""Ensure that the output directory contains 'Collision' and 'Visual' subdirectories.
+        Creates them if they do not exist.
+
+        Returns:
+            tuple: Paths to the 'Collision' and 'Visual' directories.
+        """
+        collision_dir = os.path.join(self.output_dir, "Collision")
+        visual_dir = os.path.join(self.output_dir, "Visual")
+        os.makedirs(collision_dir, exist_ok=True)
+        os.makedirs(visual_dir, exist_ok=True)
+        return collision_dir, visual_dir
+
+    def copy_and_modify_mesh_file(
+        self, base_urdf_path: str, mesh_file_name: str, sub_folder: str, comp_name: str
+    ):
+        r"""Copy a mesh file to the output directory and handle dependencies.
+
+        Args:
+            base_urdf_path (str): Path to the base URDF file.
+            mesh_file_name (str): Name of the mesh file to copy.
+            sub_folder (str): 'Visual' or 'Collision'.
+            comp_name (str): Component name, e.g. 'chassis', 'left_arm'.
+
+        Returns:
+            str: Relative path to the new mesh file for URDF reference.
+        """
+        # New mesh path format: output_dir/{sub_folder}/{comp_name}/{original_filename}
+        target_dir = os.path.join(self.output_dir, sub_folder, comp_name)
+        os.makedirs(target_dir, exist_ok=True)
+
+        # Get URDF directory
+        urdf_dir = os.path.dirname(base_urdf_path)
+
+        # Handle different path types
+        if os.path.isabs(mesh_file_name):
+            # Absolute path
+            original_mesh_path = mesh_file_name
+        else:
+            # Relative path - join with URDF directory and normalize
+            original_mesh_path = os.path.join(urdf_dir, mesh_file_name)
+            original_mesh_path = os.path.normpath(original_mesh_path)
+
+        # Debug information
+        self.logger.debug(f"Processing mesh file:")
+        self.logger.debug(f"  URDF path: {base_urdf_path}")
+        self.logger.debug(f"  URDF dir: {urdf_dir}")
+        self.logger.debug(f"  Mesh reference: {mesh_file_name}")
+        self.logger.debug(f"  Resolved path: {original_mesh_path}")
+
+        # Check if file exists
+        if not os.path.exists(original_mesh_path):
+            # Try some common alternative patterns
+            alternatives = []
+
+            # Try removing '../' and looking in same directory as URDF
+            if mesh_file_name.startswith("../"):
+                alt_path = os.path.join(urdf_dir, mesh_file_name[3:])
+                alternatives.append(alt_path)
+
+            # Try looking in parent directory structure
+            parent_dir = os.path.dirname(urdf_dir)
+            if mesh_file_name.startswith("../"):
+                alt_path = os.path.join(parent_dir, mesh_file_name[3:])
+                alternatives.append(alt_path)
+            else:
+                alt_path = os.path.join(parent_dir, mesh_file_name)
+                alternatives.append(alt_path)
+
+            # Try looking directly in the mesh filename as basename
+            basename = os.path.basename(mesh_file_name)
+            alt_path = os.path.join(urdf_dir, basename)
+            alternatives.append(alt_path)
+
+            # Check alternatives
+            found_alternative = None
+            for alt in alternatives:
+                alt_normalized = os.path.normpath(alt)
+                if os.path.exists(alt_normalized):
+                    found_alternative = alt_normalized
+                    self.logger.debug(
+                        f"Found mesh file at alternative location: {alt_normalized}"
+                    )
+                    break
+
+            if found_alternative:
+                original_mesh_path = found_alternative
+            else:
+                self.logger.error(f"Mesh file not found: {original_mesh_path}")
+                self.logger.debug(f"  Tried alternatives: {alternatives}")
+                # Return original path to keep existing URDF reference
+                return mesh_file_name
+
+        new_mesh_path = os.path.join(target_dir, os.path.basename(mesh_file_name))
+
+        try:
+            shutil.copyfile(original_mesh_path, new_mesh_path)
+            self.logger.debug(f"Copied mesh: {original_mesh_path} -> {new_mesh_path}")
+        except Exception as e:
+            self.logger.error(f"Failed to copy mesh file: {e}", exc_info=True)
+            return mesh_file_name
+
+        # Handle OBJ's mtl dependency
+        if mesh_file_name.lower().endswith(".obj"):
+            mtl_filename = os.path.splitext(mesh_file_name)[0] + ".mtl"
+            original_mtl_path = os.path.join(
+                os.path.dirname(original_mesh_path), mtl_filename
+            )
+            if os.path.exists(original_mtl_path):
+                new_mtl_path = os.path.join(target_dir, os.path.basename(mtl_filename))
+                shutil.copyfile(original_mtl_path, new_mtl_path)
+                # Fix mtllib path in obj file to reference local filename
+                with open(new_mesh_path, "r") as f:
+                    obj_content = f.read()
+                obj_content = obj_content.replace(
+                    f"mtllib {mtl_filename}", f"mtllib {os.path.basename(mtl_filename)}"
+                )
+                with open(new_mesh_path, "w") as f:
+                    f.write(obj_content)
+
+        # Handle DAE's texture dependency
+        if mesh_file_name.lower().endswith(".dae"):
+            try:
+                dae_tree = ET.parse(original_mesh_path)
+                dae_root = dae_tree.getroot()
+                ns = {}
+                if "}" in dae_root.tag:
+                    ns["c"] = dae_root.tag.split("}")[0].strip("{")
+                    image_tags = dae_root.findall(".//c:image", ns)
+                else:
+                    image_tags = dae_root.findall(".//image")
+                for image in image_tags:
+                    init_from = (
+                        image.find("c:init_from", ns) if ns else image.find("init_from")
+                    )
+                    if init_from is not None and init_from.text:
+                        tex_filename = os.path.basename(init_from.text)
+                        original_tex_path = os.path.join(
+                            os.path.dirname(original_mesh_path), tex_filename
+                        )
+                        if os.path.exists(original_tex_path):
+                            new_tex_path = os.path.join(target_dir, tex_filename)
+                            shutil.copyfile(original_tex_path, new_tex_path)
+            except Exception as e:
+                self.logger.warning(
+                    f"Failed to parse DAE texture dependency: {e}", exc_info=True
+                )
+
+        return os.path.join(sub_folder, comp_name, os.path.basename(mesh_file_name))
diff --git a/embodichain/toolkits/urdf_assembly/sensor.py b/embodichain/toolkits/urdf_assembly/sensor.py
new file mode 100644
index 00000000..6cf87829
--- /dev/null
+++ b/embodichain/toolkits/urdf_assembly/sensor.py
@@ -0,0 +1,957 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import copy
+import traceback
+import numpy as np
+from dataclasses import dataclass
+import xml.etree.ElementTree as ET
+
+from scipy.spatial.transform import Rotation as R
+from typing import Dict, List, Optional, Union, Tuple
+
+from embodichain.toolkits.urdf_assembly.logging_utils import (
+    URDFAssemblyLogger,
+)
+from embodichain.toolkits.urdf_assembly.mesh import URDFMeshManager
+
+__all__ = ["SensorRegistry", "SensorAttachment", "URDFSensorManager"]
+
+
+class SensorRegistry:
+    """Registry for storing and retrieving SensorAttachment objects."""
+
+    def __init__(self):
+        self._sensors = {}
+
+    def add(self, sensor_name: str, sensor_obj):
+        self._sensors[sensor_name] = sensor_obj
+
+    def get(self, sensor_name: str):
+        return self._sensors.get(sensor_name)
+
+    def all(self):
+        return self._sensors
+
+    def remove(self, sensor_name: str):
+        if sensor_name in self._sensors:
+            del self._sensors[sensor_name]
+
+
+@dataclass
+class SensorAttachment:
+    r"""Represents a sensor attachment configuration to a robot component.
+
+    This dataclass defines how a sensor should be attached to a specific component
+    and link within the robot assembly, including optional spatial transformation
+    to position the sensor correctly relative to the attachment point.
+    """
+
+    sensor_urdf: str  # Path to the sensor's URDF file
+    parent_component: str  # Name of the component to which the sensor is attached
+    parent_link: str  # Specific link name within the parent component for attachment
+    transform: Optional[
+        np.ndarray
+    ] = None  # Optional 4x4 transformation matrix for sensor positioning
+    sensor_type: Optional[str] = None  # Optional sensor type field
+
+
+class URDFSensorManager:
+    r"""Responsible for loading, processing, and managing sensor attachments."""
+
+    def __init__(self, mesh_manager: URDFMeshManager):
+        r"""Initialize the URDFSensorManager.
+
+        Args:
+            mesh_manager (URDFMeshManager): Manager for handling mesh files.
+        """
+        self.mesh_manager = mesh_manager
+        self.logger = URDFAssemblyLogger.get_logger("sensor_manager")
+        self.attached_sensors = {}  # Maps sensor_name to processed sensor data
+
+    def attach_sensor(
+        self,
+        sensor_name: str,
+        sensor_source: Union[
+            str, ET.Element, Dict, Tuple[List[ET.Element], List[ET.Element]]
+        ],
+        parent_component: str,
+        parent_link: str,
+        transform: Optional[np.ndarray] = None,
+        sensor_type: Optional[str] = None,
+        extract_links: Optional[List[str]] = None,
+        extract_joints: Optional[List[str]] = None,
+    ) -> bool:
+        r"""Attach a sensor to a specific component and link with multiple input format support.
+
+        Args:
+            sensor_name (str): Unique identifier for the sensor attachment.
+            sensor_source: Sensor definition source (multiple formats supported).
+            parent_component (str): Target component name for sensor attachment.
+            parent_link (str): Specific link within parent component for attachment.
+            transform (Optional[np.ndarray]): Optional 4x4 homogeneous transformation matrix.
+            sensor_type (Optional[str]): Sensor type classification.
+            extract_links (Optional[List[str]]): Specific link names to extract from URDF.
+            extract_joints (Optional[List[str]]): Specific joint names to extract from URDF.
+
+        Returns:
+            bool: True if sensor attachment successful, False on failure.
+        """
+        try:
+            # Phase 1: Input validation
+            if not self._validate_sensor_params(
+                sensor_name, sensor_source, parent_component, parent_link, transform
+            ):
+                return False
+
+            # Phase 2: Process sensor source based on input type
+            sensor_elements = self._process_sensor_source(
+                sensor_source, extract_links, extract_joints, sensor_name
+            )
+
+            if not sensor_elements:
+                self.logger.error("Failed to process sensor source")
+                return False
+
+            sensor_links, sensor_joints, sensor_urdf_path = sensor_elements
+
+            # Phase 3: Validate sensor elements
+            if not self._validate_sensor_elements(sensor_links, sensor_joints):
+                return False
+
+            # Phase 4: Process and rename sensor elements to avoid conflicts
+            processed_elements = self._process_and_rename_sensor_elements(
+                sensor_links, sensor_joints, sensor_name
+            )
+
+            if not processed_elements:
+                self.logger.error("Failed to process sensor elements")
+                return False
+
+            processed_links, processed_joints = processed_elements
+
+            # Phase 5: Create sensor attachment data (compatible with existing SensorAttachment)
+            sensor_attachment = SensorAttachment(
+                sensor_urdf=sensor_urdf_path,
+                parent_component=parent_component,
+                parent_link=parent_link,
+                transform=transform,
+            )
+
+            # Store processed sensor data
+            self.attached_sensors[sensor_name] = {
+                "attachment": sensor_attachment,
+                "links": processed_links,
+                "joints": processed_joints,
+                "sensor_type": sensor_type,
+            }
+
+            self.logger.debug(
+                f"Successfully attached sensor [{sensor_name}] "
+                f"({sensor_type or 'unspecified'}) with {len(processed_links)} links "
+                f"and {len(processed_joints)} joints to component ({parent_component}) "
+                f"at link ({parent_link})"
+            )
+            return True
+
+        except Exception as e:
+            self.logger.error(f"Sensor attachment failed for [{sensor_name}]: {str(e)}")
+            self.logger.debug(f"Traceback: {traceback.format_exc()}")
+            return False
+
+    def _validate_sensor_params(
+        self,
+        sensor_name: str,
+        sensor_source,
+        parent_component: str,
+        parent_link: str,
+        transform: Optional[np.ndarray],
+    ) -> bool:
+        r"""Validate input parameters for sensor attachment.
+
+        Args:
+            sensor_name: Sensor identifier to validate
+            sensor_source: Sensor source to validate
+            parent_component: Parent component name to validate
+            parent_link: Parent link name to validate
+            transform: Transformation matrix to validate
+
+        Returns:
+            bool: True if all parameters are valid, False otherwise
+        """
+        # Validate sensor name
+        if not sensor_name or not isinstance(sensor_name, str):
+            self.logger.error("Sensor name must be a non-empty string")
+            return False
+
+        if not sensor_name.replace("_", "").replace("-", "").isalnum():
+            self.logger.error(
+                "Sensor name must contain only alphanumeric characters, underscores, and hyphens"
+            )
+            return False
+
+        # Validate sensor source
+        if sensor_source is None:
+            self.logger.error("Sensor source cannot be None")
+            return False
+
+        # Validate parent component and link
+        if not parent_component or not isinstance(parent_component, str):
+            self.logger.error("Parent component must be a non-empty string")
+            return False
+
+        if not parent_link or not isinstance(parent_link, str):
+            self.logger.error("Parent link must be a non-empty string")
+            return False
+
+        # Validate transformation matrix if provided
+        if transform is not None:
+            if not isinstance(transform, np.ndarray):
+                self.logger.error("Transform must be a numpy array")
+                return False
+
+            if transform.shape != (4, 4):
+                self.logger.error(
+                    f"Transform must be 4x4 matrix, got shape {transform.shape}"
+                )
+                return False
+
+            if not self._is_valid_homogeneous_transform(transform):
+                self.logger.error(
+                    "Transform is not a valid homogeneous transformation matrix"
+                )
+                return False
+
+        return True
+
+    def _process_sensor_source(
+        self,
+        sensor_source,
+        extract_links: Optional[List[str]],
+        extract_joints: Optional[List[str]],
+        sensor_name: str,
+    ) -> Optional[Tuple[List[ET.Element], List[ET.Element], str]]:
+        r"""Process sensor source based on input type and extract relevant elements.
+
+        Args:
+            sensor_source: Input sensor source in various formats
+            extract_links: Optional list of specific link names to extract
+            extract_joints: Optional list of specific joint names to extract
+            sensor_name: Sensor name for path generation
+
+        Returns:
+            Optional tuple of (links, joints, urdf_path) or None on failure
+        """
+        try:
+            if isinstance(sensor_source, str):
+                # Handle URDF file path
+                return self._process_urdf_file_source(
+                    sensor_source, extract_links, extract_joints
+                )
+
+            elif isinstance(sensor_source, ET.Element):
+                # Handle pre-loaded URDF element
+                return self._process_urdf_element_source(
+                    sensor_source, extract_links, extract_joints, sensor_name
+                )
+
+            elif isinstance(sensor_source, dict):
+                # Handle configuration dictionary
+                return self._process_config_dict_source(sensor_source, sensor_name)
+
+            elif isinstance(sensor_source, tuple) and len(sensor_source) == 2:
+                # Handle direct (links, joints) tuple
+                return self._process_element_tuple_source(sensor_source, sensor_name)
+
+            else:
+                self.logger.error(
+                    f"Unsupported sensor source type: {type(sensor_source)}"
+                )
+                return None
+
+        except Exception as e:
+            self.logger.error(f"Error processing sensor source: {str(e)}")
+            return None
+
+    def _process_urdf_file_source(
+        self,
+        file_path: str,
+        extract_links: Optional[List[str]],
+        extract_joints: Optional[List[str]],
+    ) -> Optional[Tuple[List[ET.Element], List[ET.Element], str]]:
+        r"""Process URDF file source and extract specified elements.
+
+        Args:
+            file_path: Path to URDF file
+            extract_links: Optional list of link names to extract
+            extract_joints: Optional list of joint names to extract
+
+        Returns:
+            Tuple of (links, joints, file_path) or None on failure
+        """
+        if not os.path.exists(file_path):
+            self.logger.error(f"Sensor URDF file not found: {file_path}")
+            return None
+
+        try:
+            urdf_element = ET.parse(file_path).getroot()
+            links, joints = self._extract_elements_from_urdf(
+                urdf_element, extract_links, extract_joints
+            )
+            return links, joints, file_path
+
+        except ET.ParseError as e:
+            self.logger.error(f"Failed to parse URDF file {file_path}: {str(e)}")
+            return None
+
+    def _process_urdf_element_source(
+        self,
+        urdf_element: ET.Element,
+        extract_links: Optional[List[str]],
+        extract_joints: Optional[List[str]],
+        sensor_name: str,
+    ) -> Tuple[List[ET.Element], List[ET.Element], str]:
+        r"""Process pre-loaded URDF element source.
+
+        Args:
+            urdf_element: Pre-loaded URDF root element
+            extract_links: Optional list of link names to extract
+            extract_joints: Optional list of joint names to extract
+            sensor_name: Sensor name for path generation
+
+        Returns:
+            Tuple of (links, joints, generated_path)
+        """
+        links, joints = self._extract_elements_from_urdf(
+            urdf_element, extract_links, extract_joints
+        )
+        generated_path = f"<inline_urdf_{sensor_name}>"
+        return links, joints, generated_path
+
+    def _process_config_dict_source(
+        self, config: Dict, sensor_name: str
+    ) -> Tuple[List[ET.Element], List[ET.Element], str]:
+        r"""Process configuration dictionary source and create URDF elements.
+
+        Args:
+            config: Configuration dictionary for sensor creation
+            sensor_name: Sensor name for element generation
+
+        Returns:
+            Tuple of (links, joints, generated_path)
+        """
+        urdf_element = self._create_sensor_from_config(config, sensor_name)
+        links = urdf_element.findall("link")
+        joints = urdf_element.findall("joint")
+        generated_path = f"<generated_from_config_{sensor_name}>"
+        return links, joints, generated_path
+
+    def _process_element_tuple_source(
+        self, element_tuple: Tuple, sensor_name: str
+    ) -> Optional[Tuple[List[ET.Element], List[ET.Element], str]]:
+        r"""Process direct element tuple source.
+
+        Args:
+            element_tuple: Tuple containing (links_list, joints_list)
+            sensor_name: Sensor name for path generation
+
+        Returns:
+            Tuple of (links, joints, generated_path) or None on failure
+        """
+        links_list, joints_list = element_tuple
+
+        if not isinstance(links_list, list) or not isinstance(joints_list, list):
+            self.logger.error(
+                "Element tuple must contain (List[ET.Element], List[ET.Element])"
+            )
+            return None
+
+        # Validate that all elements are actually ET.Element instances
+        for i, link in enumerate(links_list):
+            if not isinstance(link, ET.Element):
+                self.logger.error(f"Links list item {i} is not an ET.Element")
+                return None
+
+        for i, joint in enumerate(joints_list):
+            if not isinstance(joint, ET.Element):
+                self.logger.error(f"Joints list item {i} is not an ET.Element")
+                return None
+
+        generated_path = f"<inline_elements_{sensor_name}>"
+        return links_list, joints_list, generated_path
+
+    def _extract_elements_from_urdf(
+        self,
+        urdf_element: ET.Element,
+        extract_links: Optional[List[str]] = None,
+        extract_joints: Optional[List[str]] = None,
+    ) -> Tuple[List[ET.Element], List[ET.Element]]:
+        r"""Extract specified links and joints from URDF element.
+
+        Args:
+            urdf_element: URDF root element to extract from
+            extract_links: Optional list of specific link names to extract
+            extract_joints: Optional list of specific joint names to extract
+
+        Returns:
+            Tuple of (extracted_links, extracted_joints)
+        """
+        # Extract links
+        all_links = urdf_element.findall("link")
+        if extract_links:
+            links = []
+            for link_name in extract_links:
+                link = urdf_element.find(f".//link[@name='{link_name}']")
+                if link is not None:
+                    links.append(link)
+                    self.logger.debug(f"Extracted link: {link_name}")
+                else:
+                    self.logger.warning(f"Link '{link_name}' not found in URDF")
+        else:
+            links = all_links
+            self.logger.debug(f"Extracted all {len(links)} links from URDF")
+
+        # Extract joints
+        all_joints = urdf_element.findall("joint")
+        if extract_joints:
+            joints = []
+            for joint_name in extract_joints:
+                joint = urdf_element.find(f".//joint[@name='{joint_name}']")
+                if joint is not None:
+                    joints.append(joint)
+                    self.logger.debug(f"Extracted joint: {joint_name}")
+                else:
+                    self.logger.warning(f"Joint '{joint_name}' not found in URDF")
+        else:
+            joints = all_joints
+            self.logger.debug(f"Extracted all {len(joints)} joints from URDF")
+
+        return links, joints
+
+    def _validate_sensor_elements(
+        self, sensor_links: List[ET.Element], sensor_joints: List[ET.Element]
+    ) -> bool:
+        r"""Validate extracted sensor elements for completeness and consistency.
+
+        Args:
+            sensor_links: List of sensor link elements
+            sensor_joints: List of sensor joint elements
+
+        Returns:
+            bool: True if elements are valid, False otherwise
+        """
+        if not sensor_links:
+            self.logger.error("No links found in sensor definition")
+            return False
+
+        # Validate link elements
+        for i, link in enumerate(sensor_links):
+            if not isinstance(link, ET.Element):
+                self.logger.error(f"Invalid link element at index {i}")
+                return False
+
+            link_name = link.get("name")
+            if not link_name:
+                self.logger.error(f"Link at index {i} has no name attribute")
+                return False
+
+        # Validate joint elements
+        for i, joint in enumerate(sensor_joints):
+            if not isinstance(joint, ET.Element):
+                self.logger.error(f"Invalid joint element at index {i}")
+                return False
+
+            joint_name = joint.get("name")
+            if not joint_name:
+                self.logger.error(f"Joint at index {i} has no name attribute")
+                return False
+
+        self.logger.debug(
+            f"Validated {len(sensor_links)} links and {len(sensor_joints)} joints"
+        )
+        return True
+
+    def _is_valid_homogeneous_transform(self, transform: np.ndarray) -> bool:
+        """
+        Validate that a 4x4 matrix is a plausible homogeneous transformation matrix.
+        Only warn if not strictly valid, but still return True.
+
+        Args:
+            transform: 4x4 transformation matrix to validate
+
+        Returns:
+            bool: Always True, but warns if not strictly valid
+        """
+        try:
+            # Check shape
+            if transform.shape != (4, 4):
+                self.logger.warning("Transform matrix is not 4x4.")
+                return False
+
+            # Check bottom row
+            expected_bottom_row = np.array([0, 0, 0, 1])
+            if not np.allclose(transform[3, :], expected_bottom_row, atol=1e-6):
+                self.logger.warning("Transform bottom row is not [0, 0, 0, 1].")
+
+            # Check rotation matrix orthogonality
+            rotation_matrix = transform[:3, :3]
+            should_be_identity = np.dot(rotation_matrix, rotation_matrix.T)
+            if not np.allclose(should_be_identity, np.eye(3), atol=1e-6):
+                self.logger.warning("Rotation part of transform is not orthogonal.")
+
+            # Check determinant
+            if not np.isclose(np.linalg.det(rotation_matrix), 1.0, atol=1e-6):
+                self.logger.warning("Rotation matrix determinant is not close to 1.")
+
+            # Always return True, just warn
+            return True
+
+        except Exception as e:
+            self.logger.warning(f"Transform validation exception: {e}")
+            return True
+
+    def _process_and_rename_sensor_elements(
+        self,
+        sensor_links: List[ET.Element],
+        sensor_joints: List[ET.Element],
+        sensor_name: str,
+    ) -> Optional[Tuple[List[ET.Element], List[ET.Element]]]:
+        r"""Process and rename sensor link and joint elements to avoid name conflicts.
+
+        Args:
+            sensor_links (List[ET.Element]): List of sensor link XML elements.
+            sensor_joints (List[ET.Element]): List of sensor joint XML elements.
+            sensor_name (str): The sensor's name, used as a prefix.
+
+        Returns:
+            Optional[Tuple[List[ET.Element], List[ET.Element]]]: Tuple of processed (links, joints),
+            or None if processing fails.
+        """
+        try:
+            processed_links = []
+            processed_joints = []
+            sensor_prefix = f"{sensor_name}_"
+            sensor_name_lower = sensor_name.lower()
+            link_name_mapping = {}
+
+            # Process links: add prefix if needed and build mapping
+            for link in sensor_links:
+                original_name = link.get("name")
+                # If the name already contains the sensor name (case-insensitive), do not add prefix
+                if sensor_name_lower in original_name.lower():
+                    new_name = original_name
+                else:
+                    new_name = f"{sensor_prefix}{original_name}"
+                link_name_mapping[original_name] = new_name
+                new_link = copy.deepcopy(link)
+                new_link.set("name", new_name)
+                processed_links.append(new_link)
+
+            # Process joints: add prefix if needed and update parent/child references
+            for joint in sensor_joints:
+                original_name = joint.get("name")
+                if sensor_name_lower in original_name.lower():
+                    new_name = original_name
+                else:
+                    new_name = f"{sensor_prefix}{original_name}"
+                new_joint = copy.deepcopy(joint)
+                new_joint.set("name", new_name)
+
+                # Update parent link reference
+                parent_elem = new_joint.find("parent")
+                if parent_elem is not None:
+                    parent_link_name = parent_elem.get("link")
+                    parent_elem.set(
+                        "link",
+                        link_name_mapping.get(parent_link_name, parent_link_name),
+                    )
+                # Update child link reference
+                child_elem = new_joint.find("child")
+                if child_elem is not None:
+                    child_link_name = child_elem.get("link")
+                    child_elem.set(
+                        "link", link_name_mapping.get(child_link_name, child_link_name)
+                    )
+
+                processed_joints.append(new_joint)
+
+            return processed_links, processed_joints
+        except Exception as e:
+            self.logger.error(f"Failed to process sensor elements: {str(e)}")
+            return None
+
+    def _create_sensor_from_config(self, config: Dict, sensor_name: str) -> ET.Element:
+        r"""Create sensor URDF element from configuration dictionary.
+
+        Args:
+            config: Configuration dictionary containing sensor specifications
+            sensor_name: Name for the generated sensor
+
+        Returns:
+            ET.Element: Root element of generated sensor URDF
+        """
+        # Create root robot element
+        robot = ET.Element("robot", name=f"sensor_{sensor_name}")
+
+        # Create main sensor link
+        link_name = config.get("link_name", f"{sensor_name}_link")
+        link = ET.SubElement(robot, "link", name=link_name)
+
+        # Add visual element if specified
+        if "visual" in config:
+            visual_config = config["visual"]
+            visual = ET.SubElement(link, "visual")
+
+            # Add origin if specified
+            if "origin" in visual_config:
+                origin_data = visual_config["origin"]
+                ET.SubElement(
+                    visual,
+                    "origin",
+                    xyz=origin_data.get("xyz", "0 0 0"),
+                    rpy=origin_data.get("rpy", "0 0 0"),
+                )
+
+            # Add geometry
+            geometry = ET.SubElement(visual, "geometry")
+            geom_type = visual_config.get("type", "box")
+
+            if geom_type == "box":
+                size = visual_config.get("size", "0.1 0.1 0.1")
+                ET.SubElement(geometry, "box", size=size)
+
+            elif geom_type == "cylinder":
+                radius = str(visual_config.get("radius", 0.05))
+                length = str(visual_config.get("length", 0.1))
+                ET.SubElement(geometry, "cylinder", radius=radius, length=length)
+
+            elif geom_type == "sphere":
+                radius = str(visual_config.get("radius", 0.05))
+                ET.SubElement(geometry, "sphere", radius=radius)
+
+            elif geom_type == "mesh":
+                filename = visual_config.get("filename", "")
+                if filename:
+                    mesh_elem = ET.SubElement(geometry, "mesh", filename=filename)
+                    if "scale" in visual_config:
+                        mesh_elem.set("scale", visual_config["scale"])
+
+            # Add material/color if specified
+            if "color" in visual_config:
+                material = ET.SubElement(
+                    visual, "material", name=f"{sensor_name}_material"
+                )
+                ET.SubElement(material, "color", rgba=visual_config["color"])
+
+        # Add collision element if specified
+        if "collision" in config:
+            collision_config = config["collision"]
+            collision = ET.SubElement(link, "collision")
+
+            # Add origin if specified
+            if "origin" in collision_config:
+                origin_data = collision_config["origin"]
+                ET.SubElement(
+                    collision,
+                    "origin",
+                    xyz=origin_data.get("xyz", "0 0 0"),
+                    rpy=origin_data.get("rpy", "0 0 0"),
+                )
+
+            # Add geometry (similar to visual)
+            geometry = ET.SubElement(collision, "geometry")
+            geom_type = collision_config.get("type", "box")
+
+            if geom_type == "box":
+                size = collision_config.get("size", "0.1 0.1 0.1")
+                ET.SubElement(geometry, "box", size=size)
+
+            elif geom_type == "cylinder":
+                radius = str(collision_config.get("radius", 0.05))
+                length = str(collision_config.get("length", 0.1))
+                ET.SubElement(geometry, "cylinder", radius=radius, length=length)
+
+            elif geom_type == "sphere":
+                radius = str(collision_config.get("radius", 0.05))
+                ET.SubElement(geometry, "sphere", radius=radius)
+
+        # Add inertial properties if specified
+        if "inertial" in config:
+            inertial_config = config["inertial"]
+            inertial = ET.SubElement(link, "inertial")
+
+            # Add origin if specified
+            if "origin" in inertial_config:
+                origin_data = inertial_config["origin"]
+                ET.SubElement(
+                    inertial,
+                    "origin",
+                    xyz=origin_data.get("xyz", "0 0 0"),
+                    rpy=origin_data.get("rpy", "0 0 0"),
+                )
+
+            # Add mass
+            mass_value = str(inertial_config.get("mass", 0.1))
+            ET.SubElement(inertial, "mass", value=mass_value)
+
+            # Add inertia tensor
+            inertia_elem = ET.SubElement(inertial, "inertia")
+            inertia_properties = {
+                "ixx": "ixx",
+                "iyy": "iyy",
+                "izz": "izz",
+                "ixy": "ixy",
+                "ixz": "ixz",
+                "iyz": "iyz",
+            }
+
+            for attr, config_key in inertia_properties.items():
+                value = str(inertial_config.get(config_key, 0.0))
+                inertia_elem.set(attr, value)
+
+        # Add any additional joints if specified in config
+        if "joints" in config:
+            for joint_config in config["joints"]:
+                joint = ET.SubElement(
+                    robot,
+                    "joint",
+                    name=joint_config.get("name", f"{sensor_name}_joint"),
+                    type=joint_config.get("type", "fixed"),
+                )
+
+                # Add origin
+                if "origin" in joint_config:
+                    origin_data = joint_config["origin"]
+                    ET.SubElement(
+                        joint,
+                        "origin",
+                        xyz=origin_data.get("xyz", "0 0 0"),
+                        rpy=origin_data.get("rpy", "0 0 0"),
+                    )
+
+                # Add parent and child links
+                if "parent" in joint_config:
+                    ET.SubElement(joint, "parent", link=joint_config["parent"])
+                if "child" in joint_config:
+                    ET.SubElement(joint, "child", link=joint_config["child"])
+
+                # Add axis for revolute/prismatic joints
+                if (
+                    joint_config.get("type") in ["revolute", "prismatic"]
+                    and "axis" in joint_config
+                ):
+                    ET.SubElement(joint, "axis", xyz=joint_config["axis"])
+
+                # Add limits for revolute/prismatic joints
+                if "limits" in joint_config:
+                    limits_data = joint_config["limits"]
+                    limit_elem = ET.SubElement(joint, "limit")
+                    for attr in ["lower", "upper", "effort", "velocity"]:
+                        if attr in limits_data:
+                            limit_elem.set(attr, str(limits_data[attr]))
+
+        self.logger.debug(f"Generated sensor URDF from config for '{sensor_name}'")
+        return robot
+
+    def process_sensor_attachments(
+        self,
+        links: list,
+        joints: list,
+        base_points: dict,
+        existing_link_names: set,
+        existing_joint_names: set,
+    ):
+        r"""Process all attached sensors by adding their link and joint elements to the robot.
+
+        Args:
+            links (list): Global list to collect sensor link elements.
+            joints (list): Global list to collect sensor joint elements.
+            base_points (dict): Mapping from component names to their base link names.
+            existing_link_names (set): Set of existing link names to avoid conflicts.
+            existing_joint_names (set): Set of existing joint names to avoid conflicts.
+        """
+        for sensor_name, sensor_data in self.attached_sensors.items():
+            try:
+                attachment = sensor_data["attachment"]
+                sensor_links = sensor_data["links"]
+                sensor_joints = sensor_data["joints"]
+                sensor_type = sensor_data.get("sensor_type", "unknown")
+
+                self.logger.debug(
+                    f"Processing sensor attachment: {sensor_name} ({sensor_type})"
+                )
+
+                # Process sensor links: ensure names are lowercase and prefixed
+                for link in sensor_links:
+                    link_name = link.get("name")
+                    if link_name:
+                        # Get original and sensor type strings
+                        original_name = link_name.lower()
+                        sensor_type_str = (
+                            str(sensor_type).lower() if sensor_type else ""
+                        )
+                        # Add prefix only if not already present
+                        if sensor_type_str and sensor_type_str not in original_name:
+                            formatted_name = f"{original_name}_{sensor_type_str}"
+                        else:
+                            formatted_name = original_name
+
+                        # Ensure unique link names
+                        unique_name = formatted_name
+                        count = 1
+                        while unique_name in existing_link_names:
+                            unique_name = f"{formatted_name}_{count}"
+                            self.logger.warning(
+                                f"Link name '{unique_name}' already exists. Trying a new name '{unique_name}' with suffix: '{count}'"
+                            )
+                            formatted_name = unique_name
+                            count += 1
+
+                        link.set("name", formatted_name)
+
+                        # Track link names and add to global list
+                        existing_link_names.add(formatted_name)
+                        links.append(link)
+
+                        # Process meshes for this sensor link
+                        self._process_sensor_meshes(
+                            link, attachment.sensor_urdf, sensor_name
+                        )
+
+                        self.logger.debug(f"Added sensor link: {formatted_name}")
+
+                # Process sensor joints: ensure names are UPPERCASE and follow PARENT_TO_CHILD format
+                for joint in sensor_joints:
+                    joint_name = joint.get("name")
+                    if joint_name:
+                        parent_elem = joint.find("parent")
+                        child_elem = joint.find("child")
+                        parent_link = (
+                            parent_elem.get("link").lower()
+                            if parent_elem is not None
+                            else ""
+                        )
+                        child_link = (
+                            child_elem.get("link").lower()
+                            if child_elem is not None
+                            else ""
+                        )
+
+                        # Format joint name as PARENT_TO_CHILD in uppercase
+                        formatted_name = f"{parent_link}_to_{child_link}".upper()
+                        joint.set("name", formatted_name)
+
+                        # Ensure parent/child link references are lowercase
+                        if parent_elem is not None:
+                            parent_elem.set("link", parent_link)
+                        if child_elem is not None:
+                            child_elem.set("link", child_link)
+
+                        if attachment.transform is not None:
+                            transform = attachment.transform
+                            xyz = transform[:3, 3]
+                            rotation = R.from_matrix(transform[:3, :3])
+                            rpy = rotation.as_euler("xyz")
+
+                            origin_elem = joint.find("origin")
+                            if origin_elem is None:
+                                origin_elem = ET.SubElement(joint, "origin")
+                            origin_elem.set("xyz", f"{xyz[0]} {xyz[1]} {xyz[2]}")
+                            origin_elem.set("rpy", f"{rpy[0]} {rpy[1]} {rpy[2]}")
+
+                            self.logger.info(
+                                f"Applied transform to sensor joint {joint.get('name')}: xyz={xyz}, rpy={rpy}"
+                            )
+
+                        existing_joint_names.add(formatted_name)
+                        joints.append(joint)
+                        self.logger.debug(f"Added sensor joint: {formatted_name}")
+
+            except Exception as e:
+                self.logger.error(
+                    f"Failed to process sensor attachment {sensor_name}: {str(e)}"
+                )
+                self.logger.debug(f"Traceback: {traceback.format_exc()}")
+
+    def _process_sensor_meshes(
+        self, link: ET.Element, base_urdf_path: str, sensor_name: str
+    ):
+        r"""Process visual and collision meshes for a sensor link.
+
+        Args:
+            link (ET.Element): The URDF link element to process.
+            base_urdf_path (str): The base path for the URDF files.
+            sensor_name (str): The name of the sensor being processed.
+        """
+        try:
+            # Process visual meshes
+            for visual in link.findall("visual"):
+                geometry = visual.find("geometry")
+                if geometry is not None:
+                    mesh = geometry.find("mesh")
+                    if mesh is not None:
+                        filename = mesh.get("filename")
+                        if filename is not None:
+                            self.logger.debug(
+                                f"Processing sensor visual mesh: {filename}"
+                            )
+                            new_mesh_filename = self.mesh_manager.copy_and_modify_mesh_file(
+                                base_urdf_path,
+                                filename,
+                                "Visual",
+                                f"sensor_{sensor_name}",  # Use sensor prefix for organization
+                            )
+                            self.logger.debug(
+                                f"Updated sensor visual mesh filename: {new_mesh_filename}"
+                            )
+                            mesh.set("filename", new_mesh_filename)
+
+            # Process collision meshes
+            for collision in link.findall("collision"):
+                geometry = collision.find("geometry")
+                if geometry is not None:
+                    mesh = geometry.find("mesh")
+                    if mesh is not None:
+                        filename = mesh.get("filename")
+                        if filename is not None:
+                            self.logger.debug(
+                                f"Processing sensor collision mesh: {filename}"
+                            )
+                            new_mesh_filename = self.mesh_manager.copy_and_modify_mesh_file(
+                                base_urdf_path,
+                                filename,
+                                "Collision",
+                                f"sensor_{sensor_name}",  # Use sensor prefix for organization
+                            )
+                            self.logger.debug(
+                                f"Updated sensor collision mesh filename: {new_mesh_filename}"
+                            )
+                            mesh.set("filename", new_mesh_filename)
+
+        except Exception as e:
+            self.logger.error(f"Failed to process meshes for sensor {sensor_name}: {e}")
+
+    def get_attached_sensors(self) -> Dict:
+        r"""Get all attached sensors with processed data."""
+        return self.attached_sensors
+
+    def convert_to_legacy_format(self) -> Dict:
+        r"""Convert processed sensors to legacy attach_dict format for compatibility."""
+        legacy_dict = {}
+        for sensor_name, sensor_data in self.attached_sensors.items():
+            legacy_dict[sensor_name] = sensor_data["attachment"]
+        return legacy_dict
diff --git a/embodichain/toolkits/urdf_assembly/signature.py b/embodichain/toolkits/urdf_assembly/signature.py
new file mode 100644
index 00000000..d0b5de9e
--- /dev/null
+++ b/embodichain/toolkits/urdf_assembly/signature.py
@@ -0,0 +1,204 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import json
+import hashlib
+from pathlib import Path
+import xml.etree.ElementTree as ET
+
+from embodichain.toolkits.urdf_assembly.logging_utils import (
+    URDFAssemblyLogger,
+)
+
+__all__ = ["URDFAssemblySignatureManager"]
+
+
+class URDFAssemblySignatureManager:
+    r"""Simple MD5-based signature manager for URDF assemblies without persistent cache."""
+
+    def __init__(self):
+        self.logger = URDFAssemblyLogger.get_logger("signature_manager")
+
+    def _calculate_file_md5(self, file_path: str) -> str:
+        r"""Calculate MD5 hash of a file."""
+        hash_md5 = hashlib.md5()
+        try:
+            with open(file_path, "rb") as f:
+                for chunk in iter(lambda: f.read(4096), b""):
+                    hash_md5.update(chunk)
+            return hash_md5.hexdigest()
+        except Exception as e:
+            self.logger.error(f"Error calculating MD5 for {file_path}: {e}")
+            return ""
+
+    def _calculate_string_md5(self, content: str) -> str:
+        r"""Calculate MD5 hash of a string."""
+        return hashlib.md5(content.encode("utf-8")).hexdigest()
+
+    def calculate_assembly_signature(self, urdf_dict: dict, output_path: str) -> str:
+        r"""Calculate a unique signature for the assembly configuration.
+
+        Args:
+            urdf_dict (dict): Dictionary of components and their configurations
+            output_path (str): Target output path for the assembly
+
+        Returns:
+            str: MD5 hash representing the assembly configuration
+        """
+        signature_data = {
+            "output_filename": os.path.basename(output_path),
+            "components": {},
+        }
+
+        def to_serializable(obj):
+            r"""Recursively convert objects to types that are JSON serializable.
+
+            Args:
+                obj: The object to convert (could be Path, dict, list, or other types).
+
+            Returns:
+                The converted object, ready for JSON serialization.
+                - Path objects are converted to strings.
+                - dict and list are recursively processed.
+                - Other types are returned as-is.
+            """
+            if isinstance(obj, Path):
+                return str(obj)
+            elif isinstance(obj, dict):
+                return {k: to_serializable(v) for k, v in obj.items()}
+            elif isinstance(obj, list):
+                return [to_serializable(i) for i in obj]
+            else:
+                return obj
+
+        # Process each component
+        for comp_type, comp_obj in urdf_dict.items():
+            if comp_obj is None:
+                continue
+
+            # Calculate file MD5
+            file_md5 = self._calculate_file_md5(comp_obj.urdf_path)
+            if not file_md5:
+                self.logger.warning(f"Could not calculate MD5 for {comp_obj.urdf_path}")
+                continue
+
+            # Include component configuration
+            comp_data = {
+                "urdf_path": str(comp_obj.urdf_path),
+                "file_md5": file_md5,
+                "params": to_serializable(comp_obj.params or {}),
+                "transform": comp_obj.transform.tolist()
+                if comp_obj.transform is not None
+                else None,
+            }
+
+            signature_data["components"][comp_type] = comp_data
+
+        # Convert to JSON string for consistent hashing
+        signature_json = json.dumps(signature_data, sort_keys=True, ensure_ascii=False)
+        assembly_md5 = self._calculate_string_md5(signature_json)
+
+        self.logger.info(f"Assembly signature calculated: [{assembly_md5}]")
+        self.logger.debug(f"Signature data: {signature_json}")
+
+        return assembly_md5
+
+    def extract_signature_from_urdf(self, urdf_file_path: str) -> str:
+        r"""Extract signature from existing URDF file's header comment.
+
+        Args:
+            urdf_file_path (str): Path to existing URDF file
+
+        Returns:
+            str: Extracted signature or empty string if not found
+        """
+        try:
+            with open(urdf_file_path, "r", encoding="utf-8") as f:
+                content = f.read()
+
+            # Look for signature in comment
+            import re
+
+            # 1. <!-- ASSEMBLY_SIGNATURE: [hash] -->
+            # 2. <!--配置签名 ASSEMBLY_SIGNATURE: [hash]-->
+            patterns = [
+                r"<!--\s*ASSEMBLY_SIGNATURE:\s*([a-f0-9]{32})\s*-->",
+                r"<!--.*ASSEMBLY_SIGNATURE:\s*([a-f0-9]{32}).*-->",
+            ]
+
+            for pattern in patterns:
+                match = re.search(pattern, content)
+                if match:
+                    signature = match.group(1)
+                    self.logger.info(
+                        f"Found existing signature in ({urdf_file_path}): [{signature}]"
+                    )
+                    return signature
+
+            self.logger.debug(f"No signature found in {urdf_file_path}")
+            return ""
+
+        except Exception as e:
+            self.logger.warning(
+                f"Failed to extract signature from {urdf_file_path}: {e}", exc_info=True
+            )
+            return ""
+
+    def is_assembly_up_to_date(self, current_signature: str, output_path: str) -> bool:
+        r"""Check if the assembly at output_path has the same signature as current configuration.
+
+        Args:
+            current_signature (str): MD5 signature of current assembly configuration
+            output_path (str): Path to existing URDF file
+
+        Returns:
+            bool: True if signatures match and file exists
+        """
+        if not os.path.exists(output_path):
+            self.logger.info(f"Output file does not exist: {output_path}")
+            return False
+
+        # Verify file is not empty and is valid URDF
+        try:
+            if os.path.getsize(output_path) == 0:
+                self.logger.warning(f"Output file is empty: {output_path}")
+                return False
+
+            # Try to parse as XML to ensure it's valid
+            ET.parse(output_path)
+        except Exception as e:
+            self.logger.warning(
+                f"Output file is invalid: {output_path}, error: {e}", exc_info=True
+            )
+            return False
+
+        # Extract signature from existing file
+        existing_signature = self.extract_signature_from_urdf(output_path)
+
+        if existing_signature == current_signature:
+            self.logger.info(
+                f"✅ Assembly is up-to-date. Signature: {current_signature}"
+            )
+            return True
+        else:
+            if existing_signature:
+                self.logger.info(f"Assembly signatures differ:")
+                self.logger.info(f"  Current:  {current_signature}")
+                self.logger.info(f"  Existing: {existing_signature}")
+            else:
+                self.logger.info(f"No signature found in existing file: {output_path}")
+            return False
diff --git a/embodichain/toolkits/urdf_assembly/urdf_assembly_manager.py b/embodichain/toolkits/urdf_assembly/urdf_assembly_manager.py
new file mode 100644
index 00000000..80bcd90f
--- /dev/null
+++ b/embodichain/toolkits/urdf_assembly/urdf_assembly_manager.py
@@ -0,0 +1,783 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import time
+import logging
+import numpy as np
+from pathlib import Path
+from functools import wraps
+import xml.etree.ElementTree as ET
+
+from scipy.spatial.transform import Rotation as R
+from typing import Dict, List, Optional, Union, Tuple
+
+from embodichain.toolkits.urdf_assembly.logging_utils import (
+    setup_urdf_logging,
+)
+from embodichain.toolkits.urdf_assembly.signature import (
+    URDFAssemblySignatureManager,
+)
+from embodichain.toolkits.urdf_assembly.component import (
+    URDFComponent,
+    ComponentRegistry,
+    URDFComponentManager,
+)
+from embodichain.toolkits.urdf_assembly.sensor import (
+    SensorAttachment,
+    SensorRegistry,
+    URDFSensorManager,
+)
+from embodichain.toolkits.urdf_assembly.connection import (
+    URDFConnectionManager,
+)
+from embodichain.toolkits.urdf_assembly.mesh import URDFMeshManager
+from embodichain.toolkits.urdf_assembly.file_writer import (
+    URDFFileWriter,
+)
+from embodichain.toolkits.urdf_assembly.utils import (
+    ensure_directory_exists,
+)
+
+__all__ = ["URDFAssemblyManager"]
+
+
+def performance_monitor(func):
+    r"""Performance monitoring decorator for tracking function execution time"""
+
+    @wraps(func)
+    def wrapper(self, *args, **kwargs):
+        start_time = time.time()
+        try:
+            result = func(self, *args, **kwargs)
+            duration = time.time() - start_time
+            self.logger.debug(f"{func.__name__} completed in {duration:.3f}s")
+            return result
+        except Exception as e:
+            duration = time.time() - start_time
+            self.logger.error(f"{func.__name__} failed after {duration:.3f}s: {e}")
+            raise
+
+    return wrapper
+
+
+class URDFAssemblyManager:
+    r"""
+    A class to manage the assembly of URDF files and their components.
+    """
+    # Supported wheel types for chassis components
+    SUPPORTED_WHEEL_TYPES = [
+        "omni",
+        "differential",
+        "tracked",
+    ]
+
+    # Supported robot component types
+    SUPPORTED_COMPONENTS = [
+        "chassis",
+        "legs",
+        "torso",
+        "head",
+        "left_arm",
+        "right_arm",
+        "left_hand",
+        "right_hand",
+        "arm",
+        "hand",
+    ]
+
+    # Supported sensor types for attachment
+    SUPPORTED_SENSORS = [
+        "camera",
+        "lidar",
+        "imu",
+        "gps",
+        "force",
+    ]
+
+    # Supported mesh file formats
+    SUPPORTED_MESH_TYPES = [
+        "stl",
+        "obj",
+        "ply",
+        "dae",
+        "glb",
+    ]
+
+    def __init__(
+        self,
+        component_registry: ComponentRegistry = None,
+        sensor_registry: SensorRegistry = None,
+        mesh_manager: URDFMeshManager = None,
+        component_manager: "URDFComponentManager" = None,
+        sensor_manager: "URDFSensorManager" = None,
+    ):
+        self.logger = setup_urdf_logging()
+
+        # Use registries for components and sensors
+        self.component_registry = component_registry or ComponentRegistry()
+        self.sensor_registry = sensor_registry or SensorRegistry()
+
+        # Initialize mesh manager
+        self.mesh_manager = mesh_manager or URDFMeshManager(output_dir=".")
+
+        # Initialize managers for components and sensors
+        self.component_manager = component_manager or URDFComponentManager(
+            self.mesh_manager
+        )
+        self.sensor_manager = sensor_manager or URDFSensorManager(self.mesh_manager)
+
+        # Processing order for components with their name prefixes
+        # Tuple format: (component_name, prefix)
+        self.component_order = [
+            ("chassis", None),
+            ("legs", None),
+            ("torso", None),
+            ("head", None),
+            ("left_arm", "left_"),
+            ("right_arm", "right_"),
+            ("left_hand", "left_"),
+            ("right_hand", "right_"),
+            ("arm", None),
+            ("hand", None),
+        ]
+
+        # Attachment position indices for component connections.
+        # This dictionary defines which link of each component should be used as the connection point
+        # when attaching to other components:
+        #   0   : use the first link in the component's URDF (typically for child connections)
+        #   -1  : use the last link in the component's URDF (typically for parent connections)
+        # For example, 'chassis': 0 means the first link of the chassis is used for child attachments;
+        # 'torso': -1 means the last link of the torso is used for child attachments, etc.
+        self.attach_positions = {
+            "chassis": 0,  # Use first link of chassis for child connections
+            "legs": -1,  # Use last link of legs for child connections
+            "torso": -1,  # Use last link of torso for child connections
+            "head": 0,  # Use first link of head for connections
+            "left_arm": -1,  # Use last link of left_arm for hand attachment
+            "right_arm": -1,  # Use last link of right_arm for hand attachment
+            "left_hand": 0,  # Use first link of left_hand for connections
+            "right_hand": 0,  # Use first link of right_hand for connections
+            "arm": -1,  # Use last link of arm for hand attachment
+            "hand": 0,  # Use first link of hand for connections
+        }
+
+        # Connection rules defining parent-child relationships between components
+        self.connection_rules = [
+            ("chassis", "legs"),
+            ("legs", "torso"),
+            ("chassis", "torso"),
+            ("chassis", "left_arm"),
+            ("chassis", "right_arm"),
+            ("chassis", "arm"),
+            ("torso", "head"),
+            ("torso", "left_arm"),
+            ("torso", "right_arm"),
+            ("torso", "arm"),
+            ("left_arm", "left_hand"),
+            ("right_arm", "right_hand"),
+            ("arm", "hand"),
+        ]
+
+        # Configure logging
+        logging.basicConfig(level=logging.INFO)
+
+        # Name of the base link for the robot
+        self.base_link_name = "base_link"
+
+        # Initialize the URDF file writer for output formatting
+        self.file_writer = URDFFileWriter()
+
+        # Initialize signature manager instead of cache manager
+        self.signature_manager = URDFAssemblySignatureManager()
+
+    def add_component(
+        self,
+        component_type: str,
+        urdf_path: Union[str, Path],
+        transform: Optional[np.ndarray] = None,
+        **params,
+    ) -> bool:
+        r"""Add a URDF component to the component registry.
+
+        This method creates a URDFComponent object and registers it in the component registry.
+
+        Args:
+            component_type (str): The type/name of the component (e.g., 'chassis', 'head').
+            urdf_path (str or Path): Path to the URDF file for this component.
+            transform (np.ndarray, optional): 4x4 transformation matrix for positioning the component.
+            **params: Additional component-specific parameters (e.g., wheel_type for chassis).
+
+        Returns:
+            bool: True if component added successfully, False otherwise.
+        """
+        try:
+            if not isinstance(component_type, str):
+                raise ValueError("component_type must be a string")
+            if not isinstance(urdf_path, (str, Path)):
+                raise ValueError("urdf_path must be a string or Path")
+
+            component = URDFComponent(
+                urdf_path=urdf_path, params=params, transform=transform
+            )
+            self.component_registry.add(component_type, component)
+            self.logger.info(
+                f"Added component: [{component_type}], URDF: ({urdf_path})"
+            )
+            return True
+        except Exception as e:
+            self.logger.error(f"Failed to add component [{component_type}]: {e}")
+            return False
+
+    def attach_sensor(
+        self,
+        sensor_name: str,
+        sensor_source,
+        parent_component: str,
+        parent_link: str,
+        transform: Optional[np.ndarray] = None,
+        **kwargs,
+    ) -> bool:
+        r"""Attach a sensor to a specific component and link, and register it in the sensor registry.
+
+        This method creates a SensorAttachment object and registers it in the sensor registry.
+
+        Args:
+            sensor_name (str): Unique name for the sensor (e.g., 'camera').
+            sensor_source (str or ET.Element): Path to the sensor's URDF file or an XML element.
+            parent_component (str): Name of the component to which the sensor is attached.
+            parent_link (str): Name of the link within the parent component for attachment.
+            **kwargs: Additional keyword arguments (e.g., transform, sensor_type).
+
+        Returns:
+            bool: True if sensor attached successfully, False otherwise.
+        """
+        try:
+            sensor = SensorAttachment(
+                sensor_urdf=sensor_source,
+                parent_component=parent_component,
+                parent_link=parent_link,
+                transform=transform,
+                **kwargs,
+            )
+            self.sensor_registry.add(sensor_name, sensor)
+            urdf_info = (
+                f"\n\tURDF: ({sensor.sensor_urdf})"
+                if sensor.sensor_urdf
+                else ", URDF: [N/A]"
+            )
+            self.logger.info(
+                f"Attached sensor: [{sensor_name}] "
+                f"to [{parent_component}] at link [{parent_link}]{urdf_info}"
+            )
+            return True
+        except Exception as e:
+            self.logger.error(f"Failed to attach sensor [{sensor_name}]: {e}")
+            return False
+
+    def get_component(self, component_type: str):
+        r"""Retrieve a component from the registry by its type/name.
+
+        Args:
+            component_type (str): The type/name of the component to retrieve.
+
+        Returns:
+            URDFComponent or None: The registered component object, or None if not found.
+        """
+        return self.component_registry.get(component_type)
+
+    def get_attached_sensors(self):
+        r"""Get all attached sensors from the sensor registry.
+
+        Returns:
+            dict: A dictionary mapping sensor names to SensorAttachment objects.
+        """
+        return self.sensor_registry.all()
+
+    def _load_urdf(self, urdf_path: str) -> Optional[ET.Element]:
+        r"""Load a URDF file and return its root element.
+
+        Args:
+            urdf_path (str): Path to the URDF file.
+
+        Returns:
+            ET.Element: The root element of the parsed URDF XML.
+        """
+        try:
+            tree = ET.parse(urdf_path)
+            return tree.getroot()
+        except Exception as e:
+            self.logger.error(f"Failed to load URDF {urdf_path}: {e}")
+            return None
+
+    def _apply_transformation(
+        self, urdf: ET.Element, transform: np.ndarray, link_name: str
+    ):
+        r"""Applies a transformation matrix to the 'xyz' attributes of the origins of the specified link and its first joint in the URDF.
+
+        Args:
+            urdf (ET.Element): The root element of the URDF to transform.
+            transform (np.ndarray): A 4x4 transformation matrix to apply.
+            link_name (str): The name of the link to apply the transformation to.
+        """
+        # Now handle the first joint connected to this link
+        for joint in urdf.findall("joint"):
+            origin = joint.find("origin")
+            if origin is not None:
+                # Check if the joint connects to the specified link
+                child_link = joint.find("child").get("link")
+                if child_link == link_name:
+                    xyz = np.array([float(val) for val in origin.get("xyz").split()])
+                    transformed_xyz = np.dot(transform[:3, :3], xyz) + transform[:3, 3]
+                    origin.set("xyz", " ".join(map(str, transformed_xyz)))
+
+                    # Apply transformation to rpy
+                    if "rpy" in origin.attrib:
+                        rpy = np.array(
+                            [float(val) for val in origin.get("rpy").split()]
+                        )
+                        rotation = R.from_euler("xyz", rpy)
+                        transformed_rotation = (
+                            R.from_matrix(transform[:3, :3]) * rotation
+                        )
+                        transformed_rpy = transformed_rotation.as_euler("xyz")
+                        origin.set("rpy", " ".join(map(str, transformed_rpy)))
+                    elif "quat" in origin.attrib:
+                        quat = np.array(
+                            [float(val) for val in origin.get("quat").split()]
+                        )
+                        rotation = R.from_euler("xyz", quat)
+                        transformed_rotation = (
+                            R.from_matrix(transform[:3, :3]) * rotation
+                        )
+                        transformed_rpy = transformed_rotation.as_euler("xyz")
+                        origin.set("rpy", " ".join(map(str, transformed_rpy)))
+
+                    break  # Stop after processing the first joint
+
+    def _create_base_link(self) -> ET.Element:
+        r"""Creates a base link and returns it.
+
+        Returns:
+            ET.Element: The base link element.
+        """
+        base_link = ET.Element("link", name=self.base_link_name)
+
+        return base_link
+
+    def _validate_urdf_file(self, urdf_path: str) -> bool:
+        r"""Validate URDF file integrity and format compliance
+
+        Args:
+            urdf_path (str): Path to the URDF file to validate
+
+        Returns:
+            bool: True if file is valid, False otherwise
+        """
+        try:
+            # Check if file exists
+            if not os.path.exists(urdf_path):
+                self.logger.error(f"URDF file not found: {urdf_path}")
+                return False
+
+            # Check file size to ensure it's not empty
+            if os.path.getsize(urdf_path) == 0:
+                self.logger.error(f"URDF file is empty: {urdf_path}")
+                return False
+
+            # Attempt to parse XML structure
+            root = ET.parse(urdf_path).getroot()
+            if root.tag != "robot":
+                self.logger.error(f"Invalid URDF root element: {root.tag}")
+                return False
+
+            # Check for presence of basic link elements
+            if not root.findall("link"):
+                self.logger.error(f"No links found in URDF: {urdf_path}")
+                return False
+
+            # Check robot name attribute
+            robot_name = root.get("name")
+            if not robot_name:
+                self.logger.warning(f"URDF robot has no name attribute: {urdf_path}")
+
+            self.logger.debug(f"URDF file validation passed: {urdf_path}")
+            return True
+
+        except ET.ParseError as e:
+            self.logger.error(f"XML parse error in {urdf_path}: {e}")
+            return False
+        except Exception as e:
+            self.logger.error(f"Validation error for {urdf_path}: {e}")
+            return False
+
+    def _generate_connection_rules(self) -> list:
+        r"""Dynamically generate connection rules based on available components.
+
+        Returns:
+            list: A list of (parent, child) tuples specifying connection relationships.
+        """
+        connection_rules = []
+
+        # Filter components that exist in urdf_dict
+        existing_components = [
+            comp
+            for comp in self.SUPPORTED_COMPONENTS
+            if self.component_registry.get(comp)
+        ]
+
+        self.logger.debug(f"Existing components: {existing_components}")
+
+        # Define explicit connection rules - only meaningful relationships
+        # Rule 1: chassis connects to torso (if both exist)
+        if "chassis" in existing_components and "legs" in existing_components:
+            connection_rules.append(("chassis", "legs"))
+            if "torso" in existing_components:
+                connection_rules.append(("legs", "torso"))
+        elif "chassis" in existing_components and "torso" in existing_components:
+            # If there are no legs, chassis connects directly to torso
+            connection_rules.append(("chassis", "torso"))
+
+        # Rule 2: torso connects to head (if both exist)
+        if "torso" in existing_components and "head" in existing_components:
+            connection_rules.append(("torso", "head"))
+
+        # Rule 3: torso connects to arms (if they exist)
+        if "torso" in existing_components:
+            if "left_arm" in existing_components:
+                connection_rules.append(("torso", "left_arm"))
+            if "right_arm" in existing_components:
+                connection_rules.append(("torso", "right_arm"))
+            if "arm" in existing_components:
+                connection_rules.append(("torso", "arm"))
+
+        # Rule 4: arms connect to hands (if both exist)
+        if "left_arm" in existing_components and "left_hand" in existing_components:
+            connection_rules.append(("left_arm", "left_hand"))
+        if "right_arm" in existing_components and "right_hand" in existing_components:
+            connection_rules.append(("right_arm", "right_hand"))
+
+        # Rule 5: single arm connects to hand
+        if "arm" in existing_components and "hand" in existing_components:
+            connection_rules.append(("arm", "hand"))
+
+        # Rule 6: If no torso, chassis can directly connect to head and arms
+        if "chassis" in existing_components and "torso" not in existing_components:
+            if "head" in existing_components:
+                connection_rules.append(("chassis", "head"))
+            if "left_arm" in existing_components:
+                connection_rules.append(("chassis", "left_arm"))
+            if "right_arm" in existing_components:
+                connection_rules.append(("chassis", "right_arm"))
+            # Connect single arm directly to chassis (no torso scenario)
+            if "arm" in existing_components:
+                connection_rules.append(("chassis", "arm"))
+
+        connection_rules = list(set(connection_rules))
+
+        self.logger.info(
+            f"Generated connection rules: {connection_rules}, total {len(connection_rules)} rules"
+        )
+
+        return connection_rules
+
+    def _find_end_link(
+        self, component: str, base_points: dict, joints: list
+    ) -> Union[str, None]:
+        """Find the end link of a component by traversing the joint chain downward.
+
+        Args:
+            component (str): Component name to find the end link for.
+            base_points (dict): Mapping from component names to their base link names.
+            joints (list): List of joint elements to traverse.
+
+        Returns:
+            Union[str, None]: Name of the end link, or None if component not found.
+        """
+        current_link = base_points.get(component)
+        if not current_link:
+            return None
+
+        visited_links = set()  # Prevent infinite loops in joint chains
+        while True:
+            visited_links.add(current_link)
+            found = False
+            for joint in joints:
+                if hasattr(joint, "find"):  # Ensure it's an XML element, not a comment
+                    parent = joint.find("parent")
+                    child = joint.find("child")
+                    if parent is not None and parent.get("link") == current_link:
+                        if child is not None:
+                            next_link = child.get("link")
+                            if next_link not in visited_links:  # Avoid revisiting links
+                                current_link = next_link
+                                found = True
+                                break
+            if not found:
+                break  # No further links found in the chain
+        return current_link
+
+    @performance_monitor
+    def merge_urdfs(
+        self,
+        output_path: str = "./assembly_robot.urdf",
+        use_signature_check: bool = True,
+    ) -> ET.Element:
+        """Merge URDF files according to single base link, connection point naming,
+        and type compatibility matrix rules.
+
+        Args:
+            output_path (str): Path where the merged URDF file will be saved.
+            use_signature_check (bool): Whether to check signatures to avoid redundant processing.
+
+        Returns:
+            ET.Element: The root element of the merged URDF.
+        """
+        output_path = os.path.abspath(output_path)
+        assembly_signature = None
+
+        # Log components to be merged
+        available_components = [
+            comp
+            for comp, obj in self.component_registry.all().items()
+            if obj is not None
+        ]
+        self.logger.info(f"🔧 Preparing to merge components: {available_components}")
+
+        for comp in available_components:
+            comp_obj = self.component_registry.get(comp)
+            self.logger.info(f"  [{comp}]: {comp_obj.urdf_path}")
+            if comp_obj.params:
+                self.logger.debug(f"    Parameters: {comp_obj.params}")
+            if comp_obj.transform is not None:
+                self.logger.debug(f"    Transform: applied")
+
+        if use_signature_check:
+            # Calculate current assembly signature
+            assembly_signature = self.signature_manager.calculate_assembly_signature(
+                self.component_registry.all(), output_path
+            )
+
+            self.logger.info(f"Current assembly signature: [{assembly_signature}]")
+            self.logger.debug(f"Target output path: ({output_path})")
+
+            # Check if assembly is up-to-date
+            if self.signature_manager.is_assembly_up_to_date(
+                assembly_signature, output_path
+            ):
+                self.logger.info(
+                    f"✅ URDF assembly is up-to-date: ({output_path}), skipping rebuild."
+                )
+                return ET.parse(output_path).getroot()
+            else:
+                self.logger.info(
+                    "Assembly configuration has changed or file doesn't exist, rebuilding..."
+                )
+
+        # Perform normal assembly process
+        self.logger.info("🔄 Building new URDF assembly...")
+
+        # 1. Generate standard header with module information
+        module_names = [
+            os.path.splitext(os.path.basename(obj.urdf_path))[0]
+            for comp, obj in self.component_registry.all().items()
+            if obj
+        ]
+
+        robot_name = os.path.splitext(os.path.basename(output_path))[0]
+        merged_urdf = ET.Element("robot", name=robot_name)
+
+        # 2. Create single base link for the entire robot
+        base_link = ET.Element("link", name=self.base_link_name)
+        # Store links and joints separately for proper ordering
+        links = [base_link]
+        joints = []
+
+        # Mapping tables for component processing
+        name_mapping = {}  # Maps (component, original_name) to new_name
+        base_points = {}  # Maps component to its base connection link
+        parent_attach_points = {}  # Maps component to its parent connection link
+
+        # Initialize managers for mesh handling and component processing
+        output_dir = os.path.dirname(output_path) or "."
+        ensure_directory_exists(output_dir, self.logger)
+        mesh_manager = URDFMeshManager(output_dir)
+        mesh_manager.ensure_dirs()
+        component_manager = URDFComponentManager(mesh_manager)
+        connection_manager = URDFConnectionManager(self.base_link_name)
+
+        # Initialize sensor manager with mesh_manager
+        sensor_manager = URDFSensorManager(mesh_manager)
+
+        # Process any pending enhanced sensors
+        if hasattr(self, "_pending_sensors"):
+            for sensor_name, params in self._pending_sensors.items():
+                success = sensor_manager.attach_sensor(
+                    sensor_name=sensor_name, **params
+                )
+                if success:
+                    # Sync to legacy attach_dict for backward compatibility
+                    self.attach_dict.update(sensor_manager.convert_to_legacy_format())
+
+        # 3. Process all components in defined order
+        connection_rules = self._generate_connection_rules()
+
+        # Collect component transforms for connection joints
+        component_transforms = {}
+        for comp, comp_obj in self.component_registry.all().items():
+            if comp_obj and comp_obj.transform is not None:
+                component_transforms[comp] = comp_obj.transform
+
+        for comp, prefix in self.component_order:
+            comp_obj = self.component_registry.get(comp)
+            if not comp_obj:
+                continue
+
+            # Add section comments using file writer
+            self.file_writer.add_section_comments(links, comp, "Links")
+            self.file_writer.add_section_comments(joints, comp, "Joints")
+
+            # Parse component URDF to analyze its structure
+            urdf_root = ET.parse(comp_obj.urdf_path).getroot()
+
+            # Determine parent component and attachment point for current component
+            parent_component = None
+            parent_attach_link = None
+
+            # Find parent component based on connection rules
+            for parent, child in connection_rules:
+                if child == comp and parent in base_points:
+                    parent_component = parent
+                    # Use base connection point for chassis
+                    if parent == "chassis":
+                        parent_attach_link = base_points[parent]
+                    else:
+                        # For other components, find their end link
+                        parent_attach_link = self._find_end_link(
+                            parent, base_points, joints
+                        )
+                    break
+
+            if parent_component and parent_attach_link:
+                self.logger.debug(
+                    f"Component [{comp}] will connect to parent [{parent_component}] at link: ({parent_attach_link})"
+                )
+            else:
+                self.logger.debug(
+                    f"Component [{comp}] has no parent component (likely chassis or standalone)"
+                )
+
+            # Process the component using the component manager
+            component_manager.process_component(
+                comp, prefix, comp_obj, name_mapping, base_points, links, joints
+            )
+
+            # Determine attachment positions for current component
+            original_links = urdf_root.findall("link")
+
+            if original_links:
+                # Set base connection point (always first link for child connections)
+                first_original_name = original_links[0].get("name")
+                first_mapped_name = name_mapping.get(
+                    (comp, first_original_name), first_original_name
+                )
+                base_points[comp] = first_mapped_name
+
+                self.logger.debug(
+                    f"Set base_points[{comp}] = ({first_mapped_name}) .first link for child connection, original: ({first_original_name})"
+                )
+
+                # Set parent connection point based on attach_positions configuration
+                index = self.attach_positions.get(comp, 0)
+                try:
+                    if 0 <= index < len(original_links):
+                        original_attach_name = original_links[index].get("name")
+                    elif index == -1 and original_links:
+                        original_attach_name = original_links[-1].get("name")
+                    else:
+                        original_attach_name = (
+                            original_links[0].get("name") if original_links else None
+                        )
+
+                    # Find mapped name for the attachment point
+                    mapped_attach_name = name_mapping.get(
+                        (comp, original_attach_name), original_attach_name
+                    )
+                    parent_attach_points[comp] = mapped_attach_name
+
+                    self.logger.debug(
+                        f"Set parent_attach_points[{comp}] = ({mapped_attach_name}). Index {index} for parent connection, original: ({original_attach_name})"
+                    )
+                except IndexError:
+                    # Fall back to first link if index is out of range
+                    parent_attach_points[comp] = first_mapped_name
+                    self.logger.warning(
+                        f"Index {index} out of range for component {comp}, using first link: {first_mapped_name}"
+                    )
+
+            # Add section end comments using file writer
+            self.file_writer.add_section_end_comments(links, comp, "Links")
+            self.file_writer.add_section_end_comments(joints, comp, "Joints")
+
+        # 4. Create connection joints between components using transforms
+        connection_manager.add_connections(
+            joints,
+            base_points,
+            parent_attach_points,
+            connection_rules,
+            component_transforms,
+        )
+
+        # Track existing names for sensor processing
+        existing_link_names = {
+            link.get("name").lower() for link in links if link.get("name")
+        }
+        existing_joint_names = {
+            joint.get("name").upper() for joint in joints if joint.get("name")
+        }
+
+        # 5. Process sensor attachments using the new sensor manager
+        for sensor_name, sensor_attach in self.sensor_registry.all().items():
+            sensor_manager.attach_sensor(
+                sensor_name=sensor_name,
+                sensor_source=sensor_attach.sensor_urdf,
+                parent_component=sensor_attach.parent_component,
+                parent_link=sensor_attach.parent_link,
+                transform=sensor_attach.transform,
+            )
+
+        sensor_manager.process_sensor_attachments(
+            links, joints, base_points, existing_link_names, existing_joint_names
+        )
+
+        # 6. Add all links and joints to merged URDF in proper order
+        for link in links:
+            merged_urdf.append(link)
+        for joint in joints:
+            merged_urdf.append(joint)
+
+        # 7. Write the final URDF file with proper formatting, header and signature
+        if use_signature_check and assembly_signature:
+            self.file_writer.write_urdf(
+                merged_urdf, output_path, module_names, assembly_signature
+            )
+            self.logger.info(
+                f"✅ URDF assembly written with signature: {assembly_signature}"
+            )
+        else:
+            self.file_writer.write_urdf(merged_urdf, output_path, module_names)
+            self.logger.info("✅ URDF assembly written without signature.")
+        return merged_urdf
diff --git a/embodichain/toolkits/urdf_assembly/utils.py b/embodichain/toolkits/urdf_assembly/utils.py
new file mode 100644
index 00000000..68ed896c
--- /dev/null
+++ b/embodichain/toolkits/urdf_assembly/utils.py
@@ -0,0 +1,30 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from pathlib import Path
+import logging
+
+
+def ensure_directory_exists(path: str, logger: logging.Logger = None):
+    """Ensure the directory exists, create if not."""
+    try:
+        path_obj = Path(path)
+        path_obj.mkdir(parents=True, exist_ok=True)
+    except Exception as e:
+        if logger:
+            logger.error(f"Failed to create directory {path}: {e}")
+        else:
+            print(f"Failed to create directory {path}: {e}")
diff --git a/embodichain/utils/__init__.py b/embodichain/utils/__init__.py
new file mode 100644
index 00000000..f30c7bcc
--- /dev/null
+++ b/embodichain/utils/__init__.py
@@ -0,0 +1,59 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .configclass import configclass, is_configclass
+
+
+GLOBAL_SEED = 1024
+
+
+def set_seed(seed: int, deterministic: bool = False) -> int:
+    """Set the random seed for reproducibility.
+
+    Args:
+        seed (int): The seed value to set. If -1, a random seed will be generated.
+        deterministic (bool): If True, sets the environment to deterministic mode for reproducibility.
+    """
+    import random
+    import numpy as np
+    import torch
+    import os
+    import warp as wp
+
+    if seed == -1 and deterministic:
+        seed = GLOBAL_SEED
+    elif seed == -1:
+        seed = np.random.randint(0, 10000)
+
+    random.seed(seed)
+    np.random.seed(seed)
+    torch.manual_seed(seed)
+    os.environ["PYTHONHASHSEED"] = str(seed)
+    torch.cuda.manual_seed(seed)
+    torch.cuda.manual_seed_all(seed)
+    wp.rand_init(seed)
+
+    if deterministic:
+        # refer to https://docs.nvidia.com/cuda/cublas/index.html#cublasApi_reproducibility
+        os.environ["CUBLAS_WORKSPACE_CONFIG"] = ":4096:8"
+        torch.backends.cudnn.benchmark = False
+        torch.backends.cudnn.deterministic = True
+        torch.use_deterministic_algorithms(True)
+    else:
+        torch.backends.cudnn.benchmark = True
+        torch.backends.cudnn.deterministic = False
+
+    return seed
diff --git a/embodichain/utils/cfg.py b/embodichain/utils/cfg.py
new file mode 100644
index 00000000..47faa48b
--- /dev/null
+++ b/embodichain/utils/cfg.py
@@ -0,0 +1,598 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import functools
+import inspect
+import logging
+
+from copy import deepcopy
+from pathlib import Path
+from typing import Dict, List, Optional, Union
+
+from fvcore.common.config import BASE_KEY
+from fvcore.common.config import CfgNode as _CfgNode
+from iopath.common.file_io import PathManager as PathManagerBase
+from yacs.config import _VALID_TYPES, _assert_with_logging
+
+sep = "."
+prefix = ""
+PathManager = PathManagerBase()
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.INFO)
+
+
+def _flatten_dict(
+    src: Dict,
+    prefix: Optional[str] = prefix,
+    sep: Optional[str] = sep,
+    dct: Optional[Dict] = {},
+) -> Dict:
+    """Traverse a dictionary and return all keys including nested ones.
+
+    Args:
+        src (Dict): an instance of :class:`Dict`.
+        prefix (Optional[str], optional): [description]. Defaults to prefix.
+        sep (Optional[str], optional): [description]. Defaults to sep.
+        dct (Optional[Dict], optional): [description]. Defaults to {}.
+
+    Returns:
+        Dict: flatten dictionary with all keys.
+    """
+    items = []
+    for k, v in src.items():
+        new_key = prefix + sep + k if prefix else k
+        if isinstance(v, dict):
+            items.extend(_flatten_dict(v, new_key, sep=sep).items())
+        else:
+            items.append((new_key, v))
+    return dict(items)
+
+
+def _dict_depth(d: Dict | CfgNode) -> int:
+    """Calculate the maximal depth of dictionary
+
+    Args:
+        d (Dict): an instance of :class:`Dict`.
+
+    Returns:
+        int: maximal depth.
+    """
+    if isinstance(d, dict):
+        # 如果d是空dict就直接给0
+        return 1 + (max(map(_dict_depth, d.values())) if d else 0)
+        # return 1 + (max(map(_dict_depth, d.values())) if d else 0)
+    else:
+        return 0
+        # 无限递归最后肯定不是dict，也就是说肯定会raise error，这是不合理的
+        # TypeError("Expected type is dict but {} is received".format(
+        #     type(d).__name__))
+
+
+# NOTE: given the new config system
+# (https://detectron2.readthedocs.io/en/latest/tutorials/lazyconfigs.html),
+# they will stop adding new functionalities to default CfgNode.
+
+
+# NOTE: maybe someday one require save config orderly, I have tried and find it not easy.
+# there is a method making yaml.load() output ordered dict: https://tendcode.com/article/yaml_order/ ,
+# but yacs.config.CfgNode is a subclass of :class:`Dict`, so it may hard to make a dict
+# subclass has ordered key when initialize.
+class CfgNode(_CfgNode):
+    # counter records user visits of every attributes and is used in self.unvisited_keys()
+    COUNTER = "__COUNTER__"
+    CACHED_NAMES = "__CACHED_NAMES__"
+
+    def __init__(self, init_dict=None, key_list=None, new_allowed=False):
+        """
+        Args:
+            init_dict (dict): the possibly-nested dictionary to initailize the CfgNode.
+            key_list (list[str]): a list of names which index this CfgNode from the root.
+                Currently only used for logging purposes.
+            new_allowed (bool): whether adding new key is allowed when merging with
+                other configs.
+        """
+        super(CfgNode, self).__init__(init_dict)
+        # when self.load_cfg_from_file(), it consequently goes to cls(cfg_as_dict), where `init_dict` is not None
+        # counter dict only contain flattened leaf node of a CfgNode rather than direct child node,
+        # for example, counter dict of node
+        # TOPKEYA:
+        #     KEYA: "value1"
+        #     KEYB:
+        #         SUBKEYA: 1000
+        #         SUBKEYB: 2000
+        # has key ['TOPKEYA.KEYA', 'TOPKEYA.KEYB.SUBKEYA', 'TOPKEYA.KEYB.SUBKEYB'], but has no 'TOPKEYA' or 'TOPKEA.KEYB',
+        # and the counter dict of node TOPKEYA has key ['KEYA', 'KEYB.SUBKEYA', 'KEYB.SUBKEYB'], but has no 'KEYB'.
+        if init_dict is not None:
+            self.__dict__[CfgNode.COUNTER] = _flatten_dict(init_dict)
+            for key in self.__dict__[CfgNode.COUNTER].keys():
+                self.__dict__[CfgNode.COUNTER][key] = 0
+        else:
+            self.__dict__[CfgNode.COUNTER] = {}
+        self.__dict__[CfgNode.CACHED_NAMES] = []
+
+        self.set_new_allowed(new_allowed)
+
+    def __getattr__(self, name):
+        if name in self:
+            self.__dict__[CfgNode.CACHED_NAMES].append(name)
+            concated_name = sep.join(self.__dict__[CfgNode.CACHED_NAMES])
+            if concated_name in self.__dict__[CfgNode.COUNTER]:
+                # only parent node of leaf CfgNode can reach here, and top level node can't
+                self.__dict__[CfgNode.COUNTER][concated_name] += 1
+                self.__dict__[CfgNode.CACHED_NAMES] = []
+            return self[name]
+        else:
+            raise AttributeError(name)
+
+    # TODO: overload __setattr__ to use `new_allowed` to avoid user manually add key by `cfg["key"]=value`.
+    # Or is it necessary to do that? Because neither yacs and detectron2 make this feature.
+
+    # TODO: When adding a new key, COUNTER does not contain an entry for the newly added key
+
+    @classmethod
+    def _open_cfg(cls, filename):
+        return PathManager.open(filename, "r", encoding="utf-8")
+
+    @classmethod
+    def load_cfg_from_file(
+        cls,
+        filename_or_str_content: Union[str, Path],
+        new_allowed: bool = True,
+        root_path: str = None,
+    ) -> CfgNode:
+        """load configration from a yaml file.
+        Modified from function load_yaml_with_base() of fvcore.common.config.CfgNode.
+        The original one do not support `NEW_ALLOWED` key, but I think sometime it will
+        be needed, so we had better add it.
+
+        Args:
+            filename_or_str_content (Union[str, Path]): a yaml filename or yaml content string
+            new_allowed (bool): whether adding new key is allowed when merging with
+                other configs.
+            root_path (str): Parent directory of `_BASE_` config. Usually _BASE_ is written
+                as a relative path, the result will change if the path executing command change,
+                and we directly use `root_path` as the actual parent directory of `_BASE_` config file
+                to avoid this confusion.
+
+        Returns:
+            cfg: a :class:`CfgNode` instance.
+        """
+        is_file = PathManager.isfile(filename_or_str_content)
+        if len(str(filename_or_str_content)) < 256 and str(
+            filename_or_str_content
+        ).endswith(".yaml"):
+            # We assume if input is a yaml file path, it will not longer than 256
+            # and it should ends with '.yaml'
+            if is_file:
+                with cls._open_cfg(filename_or_str_content) as file:
+                    # load_cfg use yaml.safe_load() to prevent malicious code (see https://zhuanlan.zhihu.com/p/54332357);
+                    # fvcore supports yaml.unsafe_load(), but I don't see any code use it both in detectron2 and fvcore,
+                    # so I think use original load_cfg() in yacs is enough.
+                    cfg = cls.load_cfg(file)
+            else:
+                msg = (
+                    f"CfgNode: Input string: '{filename_or_str_content}' looks like"
+                    " a yaml file path, but the file is not found on disk!"
+                )
+                logger.error(msg)
+                raise FileNotFoundError(msg)
+        else:
+            # Otherwise the input is a yaml-format string
+            cfg = cls.load_cfg(filename_or_str_content)
+
+        if root_path is not None and hasattr(cfg, "_BASE_"):
+            path = Path(root_path) / cfg._BASE_
+            if not path.exists():
+                raise ValueError("Path {} does not exist.".format(path))
+            cfg._BASE_ = str(path)
+
+        def _load_with_base(base_cfg_file: str) -> CfgNode:
+            if base_cfg_file.startswith("~"):
+                base_cfg_file = Path(base_cfg_file).expanduser()
+            if not any(map(base_cfg_file.startswith, ["/", "https://", "http://"])):
+                if is_file:
+                    # the path to base cfg is relative to the config file itself.
+                    base_cfg_file = Path(filename_or_str_content).parent / base_cfg_file
+            return cls.load_cfg_from_file(base_cfg_file, new_allowed=new_allowed)
+
+        if BASE_KEY in cfg:
+            if isinstance(cfg[BASE_KEY], list):
+                base_cfg = cls(new_allowed=new_allowed)
+                base_cfg_files = cfg[BASE_KEY]
+                # NOTE: `new_allowed` of the new added key is default False, so after a "new_allowed" merge new keys from other config,
+                # the new key is not `new_allowed`, which is unreasonable, so we manually update `new_allowed` of merged new keys
+                for base_cfg_file in base_cfg_files:
+                    base_cfg.merge_from_other_cfg(_load_with_base(base_cfg_file))
+                    base_cfg.set_new_allowed(new_allowed)
+            else:
+                base_cfg_file = cfg[BASE_KEY]
+                base_cfg = _load_with_base(base_cfg_file)
+            del cfg[BASE_KEY]
+
+            base_cfg.merge_from_other_cfg(cfg)
+            return base_cfg
+
+        cfg.set_new_allowed(new_allowed)
+        return cfg
+
+    def merge_from_other_cfg(self, cfg_other):
+        """Merge `cfg_other` into this CfgNode."""
+        _merge_a_into_b(cfg_other, self, self, [])
+        other_counter = cfg_other.__dict__[CfgNode.COUNTER]
+        self.__dict__[CfgNode.COUNTER] = {
+            **self.__dict__[CfgNode.COUNTER],
+            **other_counter,
+        }
+
+    def dict(self):
+        # NOTE: Without deepcopy, if value is a list, cfg.dict() will use a shallow copy of this list,
+        # then change this list of cfg.dict() will lead to unexpected changeing of original cfg
+        result = {}
+        for key, value in deepcopy(self).items():
+            if isinstance(value, CfgNode):
+                result[key] = value.dict()
+            else:
+                result[key] = value
+
+        return result
+
+    def diff(self, other: CfgNode):
+        """Show the difference between self and other `CfgNode`, helping user
+        find Help users quickly identify the difference between them.
+
+        Args:
+            other (CfgNode): Another `CfgNode`.
+
+        Returns:
+            DeepDiff: A class containing difference, include adding, deleting and modifing.
+        """
+        from deepdiff import DeepDiff
+
+        return DeepDiff(self, other)
+
+    def dump(self, *args, **kwargs):
+        """
+        At present dump() can only ensure original CfgNode == the one after dump and reload,
+        but can not ensure the order of their keys is consistent.
+
+        Returns:
+            str: a yaml string representation of the config
+        """
+        # to make it show up in docs
+        return super().dump(*args, **kwargs)
+
+    def save(self, filepath):
+        with open(filepath, "w", encoding="utf-8") as fp:
+            # set sort_key=False to keep writing order the same as original
+            # input file rather than ordered by alphabetically;
+            # set default_flow_style=None to keep list element written in one line
+            # allow_unicode=True to support Chinese input
+            self.dump(
+                stream=fp, sort_keys=False, default_flow_style=None, allow_unicode=True
+            )
+
+    def depth(self):
+        return _dict_depth(self)
+
+    def unvisited_keys(self, inverse: Optional[bool] = False) -> List[str]:
+        """Return all unvisited keys.
+
+        Args:
+            inverse (Optional[bool], optional): return all visited keys if `inverse` is True. Defaults to False.
+
+        Returns:
+            List[str]: list of all unvisited/visited keys.
+        """
+        self.__update_counter(self)
+        condition = lambda x: x == 0 if not inverse else x > 0
+        return [
+            key
+            for key, value in self.__dict__[CfgNode.COUNTER].items()
+            if condition(value)
+        ]
+
+    def __update_counter(self, root: CfgNode, prefix=""):
+        """Internal methods to recursively update counter for each keys.
+
+        Args:
+            root (CfgNode): Parent node of current CfgNode.
+            prefix (str, optional): Concatenation of parent, grandparent and so on.
+                For root CfgNode `prefix` is "", for a SUBKEY `prefix` may be "TOPKEYA.KEYB".
+        """
+        for key, kid_node in self.items():
+            new_key = prefix + sep + key if prefix else key
+            if isinstance(kid_node, dict) and _dict_depth(kid_node) > 0:
+                kid_node.__update_counter(root, new_key)
+            else:
+                # a new_key of value "TOPKEYA.KEYB.SUBKEYA" lead to a1 slice_key
+                # of value "['KEYB.SUBKEYA', 'TOPKEYA.KEYB.SUBKEYA']", which contain all parent keys
+                sliced_keys = [
+                    ".".join(new_key.split(".")[-k:])
+                    for k in range(2, 1 + len(new_key.split(".")))
+                ]
+                # `self` is the father of `key`, and `root` is the father of `self`
+                for root_key in root.__dict__[CfgNode.COUNTER].keys():
+                    matched = any(
+                        [sliced_key in root_key for sliced_key in sliced_keys]
+                    )
+                    if matched:
+                        root.__dict__[CfgNode.COUNTER][root_key] = self.__dict__[
+                            CfgNode.COUNTER
+                        ][key]
+
+
+def _check_and_coerce_cfg_value_type(replacement, original, key, full_key):
+    """Checks that `replacement`, which is intended to replace `original` is of
+    the right type. The type is correct if it matches exactly or is one of a few
+    cases in which the type can be easily coerced.
+    """
+    original_type = type(original)
+    replacement_type = type(replacement)
+
+    # The types must match (with some exceptions)
+    if replacement_type == original_type or issubclass(original_type, replacement_type):
+        return replacement
+
+    # If either of them is None, allow type conversion to one of the valid types
+    if (replacement_type == type(None) and original_type in _VALID_TYPES) or (
+        original_type == type(None) and replacement_type in _VALID_TYPES
+    ):
+        return replacement
+
+    # Cast replacement from from_type to to_type if the replacement and original
+    # types match from_type and to_type
+    def conditional_cast(from_type, to_type):
+        if replacement_type == from_type and original_type == to_type:
+            return True, to_type(replacement)
+        else:
+            return False, None
+
+    # Conditionally casts
+    # list <-> tuple
+    casts = [(tuple, list), (list, tuple)]
+    # For py2: allow converting from str (bytes) to a unicode string
+    try:
+        casts.append((str, unicode))  # noqa: F821
+    except Exception:
+        pass
+
+    for from_type, to_type in casts:
+        converted, converted_value = conditional_cast(from_type, to_type)
+        if converted:
+            return converted_value
+
+    raise ValueError(
+        f"Key type mismatchs during merging config! Key: {full_key}, original: {original} of type {original_type}, new: {replacement} of type {replacement_type}."
+    )
+
+
+def _merge_a_into_b(a, b, root, key_list):
+    """Merge config dictionary a into config dictionary b, clobbering the
+    options in b whenever they are also specified in a.
+    """
+    _assert_with_logging(
+        isinstance(a, CfgNode),
+        "`a` (cur type {}) must be an instance of {}".format(type(a), CfgNode),
+    )
+    _assert_with_logging(
+        isinstance(b, CfgNode),
+        "`b` (cur type {}) must be an instance of {}".format(type(b), CfgNode),
+    )
+
+    for k, v_ in a.items():
+        full_key = ".".join(key_list + [k])
+
+        v = deepcopy(v_)
+        v = b._decode_cfg_value(v)
+
+        if k in b:
+            v = _check_and_coerce_cfg_value_type(v, b[k], k, full_key)
+            # Recursively merge dicts
+            if isinstance(v, CfgNode):
+                try:
+                    _merge_a_into_b(v, b[k], root, key_list + [k])
+                except BaseException:
+                    raise
+            else:
+                b[k] = v
+        elif b.is_new_allowed() or isinstance(b, MutableCfgNode):
+            b[k] = v
+        else:
+            if root.key_is_deprecated(full_key):
+                continue
+            elif root.key_is_renamed(full_key):
+                root.raise_key_rename_error(full_key)
+            else:
+                raise KeyError("Non-existent config key: {}".format(full_key))
+
+
+class MutableCfgNode(CfgNode):
+    def __init__(self, init_dict=None, key_list=None, new_allowed=False):
+        super().__init__(init_dict, key_list, new_allowed)
+        self.set_new_allowed(new_allowed)
+
+
+def _get_args_from_config(from_config_func, *args, **kwargs):
+    """
+    Use `from_config` to obtain explicit arguments.
+    Returns:
+        dict: arguments to be used for cls.__init__
+    """
+    # inspect.signature() obtains parameter list of function, such as (a, b=0, *c, d, e=1, **f)
+    signature = inspect.signature(from_config_func)
+    # cfg should be passed as the first parameter, whether it is a positional or keyword argument
+    if list(signature.parameters.keys())[0] != "cfg":
+        if inspect.isfunction(from_config_func):
+            name = from_config_func.__name__
+        else:
+            name = f"{from_config_func.__self__}.from_config"
+        raise TypeError(f"{name} must take 'cfg' as the first argument!")
+    support_var_arg = any(
+        param.kind in [param.VAR_POSITIONAL, param.VAR_KEYWORD]
+        for param in signature.parameters.values()
+    )
+    if (
+        support_var_arg
+    ):  # forward all arguments to from_config, if from_config accepts them
+        ret = from_config_func(*args, **kwargs)
+    else:
+        # forward supported arguments to from_config
+        supported_arg_names = set(signature.parameters.keys())
+        extra_kwargs = {}
+        for name in list(kwargs.keys()):
+            if name not in supported_arg_names:
+                extra_kwargs[name] = kwargs.pop(name)
+        ret = from_config_func(*args, **kwargs)
+        # forward the other arguments to __init__
+        ret.update(extra_kwargs)
+    return ret
+
+
+def _called_with_cfg(*args, **kwargs):
+    """
+    Returns:
+        bool: whether the arguments contain CfgNode and should be considered
+            forwarded to from_config.
+    """
+    from omegaconf import DictConfig
+
+    if len(args) and isinstance(args[0], (_CfgNode, DictConfig)):
+        return True
+    if isinstance(kwargs.pop("cfg", None), (_CfgNode, DictConfig)):
+        return True
+    # `from_config`'s first argument is forced to be "cfg".
+    # So the above check covers all cases.
+    return False
+
+
+def configurable(init_func=None, *, from_config=None):
+    """
+    Decorate a function or a class's method so that it can be called
+    with a :class:`CfgNode` object using a :func:`from_config` function that translates
+    :class:`CfgNode` to arguments.
+    Examples:
+    ::
+        # Usage 1: Decorator on __init__:
+        class A:
+            @configurable
+            def __init__(self, a, b=2, c=3):
+                pass
+            @classmethod
+            def from_config(cls, cfg):   # 'cfg' must be the first argument
+                # Returns kwargs to be passed to __init__
+                return {"a": cfg.A, "b": cfg.B}
+        a1 = A(a=1, b=2)  # regular construction
+        a2 = A(cfg)       # construct with a cfg
+        a3 = A(cfg, b=3, c=4)  # construct with extra overwrite
+
+        # Usage 2: Decorator on any function. Needs an extra from_config argument:
+        @configurable(from_config=lambda cfg: {"a": cfg.A, "b": cfg.B})
+        def a_func(a, b=2, c=3):
+            pass
+        a1 = a_func(a=1, b=2)  # regular call
+        a2 = a_func(cfg)       # call with a cfg
+        a3 = a_func(cfg, b=3, c=4)  # call with extra overwrite
+
+        # Usage 3: Decorator on any method of class. Needs an extra from_config argument:
+        class A:
+            @configurable(from_config=lambda cfg: {"a": cfg.A, "b": cfg.B})
+            def a_func(self, a, b=2, c=3):
+                pass
+        insA = A()
+        cfg = CfgNode.load_cfg('{"A": "2", "B": "3"}')
+        a1 = insA.a_func(a=1, b=2)  # regular call
+        a2 = insA.a_func(cfg)       # call with a cfg
+        a3 = insA.a_func(cfg, b=3, c=4)  # call with extra overwrite
+
+    Args:
+        init_func (callable): a class's ``__init__`` method in usage 1. The
+            class must have a ``from_config`` classmethod which takes `cfg` as
+            the first argument.
+        from_config (callable): the from_config function in usage 2 and 3. It must take `cfg`
+            as its first argument.
+    """
+    if init_func is not None:
+        assert (
+            inspect.isfunction(init_func)
+            and from_config is None
+            and init_func.__name__ == "__init__"
+        ), "Incorrect use of @configurable. Check API documentation for examples."
+
+        @functools.wraps(init_func)
+        def wrapped(self, *args, **kwargs):
+            try:
+                from_config_func = type(self).from_config
+            except AttributeError as e:
+                raise AttributeError(
+                    "Class with @configurable must have a 'from_config' classmethod."
+                ) from e
+            if not inspect.ismethod(from_config_func):
+                raise TypeError(
+                    "Class with @configurable must have a 'from_config' classmethod."
+                )
+
+            if _called_with_cfg(*args, **kwargs):
+                explicit_args = _get_args_from_config(from_config_func, *args, **kwargs)
+                init_func(self, **explicit_args)
+            else:
+                init_func(self, *args, **kwargs)
+
+        return wrapped
+
+    else:
+        if from_config is None:
+            return configurable  # @configurable() is made equivalent to @configurable
+        assert inspect.isfunction(
+            from_config
+        ), "from_config argument of configurable must be a function!"
+
+        def wrapper(orig_func):
+            params = inspect.signature(orig_func).parameters
+            if "self" in params or "cls" in params:  # classmethod or instancemethod
+
+                @functools.wraps(orig_func)
+                def wrapped(
+                    self, *args, **kwargs
+                ):  # here `self` means actual `self` or `cls`
+                    if _called_with_cfg(*args, **kwargs):
+                        explicit_args = _get_args_from_config(
+                            from_config, *args, **kwargs
+                        )
+                        return orig_func(self, **explicit_args)
+                    else:
+                        return orig_func(self, *args, **kwargs)
+
+                wrapped.from_config = from_config
+                return wrapped
+
+            else:  # function or staticmethod
+
+                @functools.wraps(orig_func)
+                def wrapped(*args, **kwargs):
+                    if _called_with_cfg(*args, **kwargs):
+                        explicit_args = _get_args_from_config(
+                            from_config, *args, **kwargs
+                        )
+                        return orig_func(**explicit_args)
+                    else:
+                        return orig_func(*args, **kwargs)
+
+                wrapped.from_config = from_config
+                return wrapped
+
+        return wrapper
diff --git a/embodichain/utils/configclass.py b/embodichain/utils/configclass.py
new file mode 100644
index 00000000..61727d60
--- /dev/null
+++ b/embodichain/utils/configclass.py
@@ -0,0 +1,616 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+# All rights reserved.
+#
+# This file incorporates code from the Isaac Lab Project
+# Copyright (c) 2022-2025, The Isaac Lab Project Developers
+# (https://github.com/isaac-sim/IsaacLab/blob/main/CONTRIBUTORS.md).
+# All rights reserved.
+#
+# SPDX-License-Identifier: BSD-3-Clause
+# ----------------------------------------------------------------------------
+
+
+import torch
+import inspect
+import types
+from collections.abc import Callable, Mapping, Iterable, Sized
+from copy import deepcopy
+from dataclasses import MISSING, Field, dataclass, field, replace
+from typing import Any, ClassVar, Optional
+from .string import callable_to_string, string_to_callable
+
+
+_CONFIGCLASS_METHODS = ["to_dict", "replace", "copy", "validate"]
+"""List of class methods added at runtime to dataclass."""
+
+"""
+Wrapper around dataclass.
+"""
+
+
+def __dataclass_transform__():
+    """Add annotations decorator for PyLance."""
+    return lambda a: a
+
+
+def is_configclass(cls: Any) -> bool:
+    """Check if a class is a configclass.
+
+    Args:
+        cls: The class to check.
+
+    Returns:
+        True if the class is a configclass, False otherwise.
+    """
+    return hasattr(cls, "validate")
+
+
+@__dataclass_transform__()
+def configclass(cls, **kwargs):
+    """Wrapper around `dataclass` functionality to add extra checks and utilities.
+
+    As of Python 3.7, the standard dataclasses have two main issues which makes them non-generic for
+    configuration use-cases. These include:
+
+    1. Requiring a type annotation for all its members.
+    2. Requiring explicit usage of :meth:`field(default_factory=...)` to reinitialize mutable variables.
+
+    This function provides a decorator that wraps around Python's `dataclass`_ utility to deal with
+    the above two issues. It also provides additional helper functions for dictionary <-> class
+    conversion and easily copying class instances.
+
+    Usage:
+
+    .. code-block:: python
+
+        from dataclasses import MISSING
+
+        from isaaclab.utils.configclass import configclass
+
+
+        @configclass
+        class ViewerCfg:
+            eye: list = [7.5, 7.5, 7.5]  # field missing on purpose
+            lookat: list = field(default_factory=[0.0, 0.0, 0.0])
+
+
+        @configclass
+        class EnvCfg:
+            num_envs: int = MISSING
+            episode_length: int = 2000
+            viewer: ViewerCfg = ViewerCfg()
+
+        # create configuration instance
+        env_cfg = EnvCfg(num_envs=24)
+
+        # print information as a dictionary
+        print(env_cfg.to_dict())
+
+        # create a copy of the configuration
+        env_cfg_copy = env_cfg.copy()
+
+        # replace arbitrary fields using keyword arguments
+        env_cfg_copy = env_cfg_copy.replace(num_envs=32)
+
+    Args:
+        cls: The class to wrap around.
+        **kwargs: Additional arguments to pass to :func:`dataclass`.
+
+    Returns:
+        The wrapped class.
+
+    .. _dataclass: https://docs.python.org/3/library/dataclasses.html
+
+    Reference:
+        https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab/isaaclab/utils/configclass.py
+    """
+    # add type annotations
+    _add_annotation_types(cls)
+    # add field factory
+    _process_mutable_types(cls)
+    # copy mutable members
+    # note: we check if user defined __post_init__ function exists and augment it with our own
+    if hasattr(cls, "__post_init__"):
+        setattr(
+            cls, "__post_init__", combined_function(cls.__post_init__, custom_post_init)
+        )
+    else:
+        setattr(cls, "__post_init__", custom_post_init)
+    # add helper functions for dictionary conversion
+    setattr(cls, "to_dict", class_to_dict)
+    # setattr(cls, "from_dict", update_class_from_dict)
+    setattr(cls, "replace", _replace_class_with_kwargs)
+    setattr(cls, "copy", _replace_class_with_kwargs)
+    setattr(cls, "validate", _validate)
+    # wrap around dataclass
+    cls = dataclass(cls, **kwargs)
+    # return wrapped class
+    return cls
+
+
+def combined_function(f1: Callable, f2: Callable) -> Callable:
+    """Combine two functions into one.
+
+    Args:
+        f1: The first function.
+        f2: The second function.
+
+    Returns:
+        The combined function.
+    """
+
+    def _combined(*args, **kwargs):
+        # call both functions
+        f1(*args, **kwargs)
+        f2(*args, **kwargs)
+
+    return _combined
+
+
+def custom_post_init(obj):
+    """Deepcopy all elements to avoid shared memory issues for mutable objects in dataclasses initialization.
+
+    This function is called explicitly instead of as a part of :func:`_process_mutable_types()` to prevent mapping
+    proxy type i.e. a read only proxy for mapping objects. The error is thrown when using hierarchical data-classes
+    for configuration.
+    """
+    for key in dir(obj):
+        # skip dunder members
+        if key.startswith("__"):
+            continue
+        # get data member
+        value = getattr(obj, key)
+        # check annotation
+        ann = obj.__class__.__dict__.get(key)
+        # duplicate data members that are mutable
+        if not callable(value) and not isinstance(ann, property):
+            try:
+                setattr(obj, key, deepcopy(value))
+            except AttributeError as e:
+                from IPython import embed
+
+                embed()
+
+
+def class_to_dict(obj: object) -> dict[str, Any]:
+    """Convert an object into dictionary recursively.
+
+    Note:
+        Ignores all names starting with "__" (i.e. built-in methods).
+
+    Args:
+        obj: An instance of a class to convert.
+
+    Raises:
+        ValueError: When input argument is not an object.
+
+    Returns:
+        Converted dictionary mapping.
+    """
+    # check that input data is class instance
+    if not hasattr(obj, "__class__"):
+        raise ValueError(f"Expected a class instance. Received: {type(obj)}.")
+    # convert object to dictionary
+    if isinstance(obj, dict):
+        obj_dict = obj
+    elif isinstance(obj, torch.Tensor):
+        # We have to treat torch tensors specially because `torch.tensor.__dict__` returns an empty
+        # dict, which would mean that a torch.tensor would be stored as an empty dict. Instead we
+        # want to store it directly as the tensor.
+        return obj
+    elif hasattr(obj, "__dict__"):
+        obj_dict = obj.__dict__
+    else:
+        return obj
+
+    # convert to dictionary
+    data = dict()
+    for key, value in obj_dict.items():
+        # disregard builtin attributes
+        if key.startswith("__"):
+            continue
+        # check if attribute is callable -- function
+        if callable(value):
+            data[key] = callable_to_string(value)
+        # check if attribute is a dictionary
+        elif hasattr(value, "__dict__") or isinstance(value, dict):
+            data[key] = class_to_dict(value)
+        # check if attribute is a list or tuple
+        elif isinstance(value, (list, tuple)):
+            data[key] = type(value)([class_to_dict(v) for v in value])
+        else:
+            data[key] = value
+    return data
+
+
+def update_class_from_dict(obj, data: dict[str, Any], _ns: str = "") -> None:
+    """Reads a dictionary and sets object variables recursively.
+
+    This function performs in-place update of the class member attributes.
+
+    Args:
+        obj: An instance of a class to update.
+        data: Input dictionary to update from.
+        _ns: Namespace of the current object. This is useful for nested configuration
+            classes or dictionaries. Defaults to "".
+
+    Raises:
+        TypeError: When input is not a dictionary.
+        ValueError: When dictionary has a value that does not match default config type.
+        KeyError: When dictionary has a key that does not exist in the default config type.
+    """
+    for key, value in data.items():
+        # key_ns is the full namespace of the key
+        key_ns = _ns + "/" + key
+
+        # -- A) if key is present in the object ------------------------------------
+        if hasattr(obj, key) or (isinstance(obj, dict) and key in obj):
+            obj_mem = obj[key] if isinstance(obj, dict) else getattr(obj, key)
+
+            # -- 1) nested mapping → recurse ---------------------------
+            if isinstance(value, Mapping):
+                # recursively call if it is a dictionary
+                update_class_from_dict(obj_mem, value, _ns=key_ns)
+                continue
+
+            # -- 2) iterable (list / tuple / etc.) ---------------------
+            if isinstance(value, Iterable) and not isinstance(value, str):
+
+                # ---- 2a) flat iterable → replace wholesale ----------
+                if all(not isinstance(el, Mapping) for el in value):
+                    out_val = tuple(value) if isinstance(obj_mem, tuple) else value
+                    if isinstance(obj, dict):
+                        obj[key] = out_val
+                    else:
+                        setattr(obj, key, out_val)
+                    continue
+
+                # ---- 2b) existing value is None → abort -------------
+                if obj_mem is None:
+                    raise ValueError(
+                        f"[Config]: Cannot merge list under namespace: {key_ns} because the existing value is None."
+                    )
+
+                # ---- 2c) length mismatch → abort -------------------
+                if (
+                    isinstance(obj_mem, Sized)
+                    and isinstance(value, Sized)
+                    and len(obj_mem) != len(value)
+                ):
+                    raise ValueError(
+                        f"[Config]: Incorrect length under namespace: {key_ns}."
+                        f" Expected: {len(obj_mem)}, Received: {len(value)}."
+                    )
+
+                # ---- 2d) keep tuple/list parity & recurse ----------
+                if isinstance(obj_mem, tuple):
+                    value = tuple(value)
+                else:
+                    set_obj = True
+                    # recursively call if iterable contains Mappings
+                    for i in range(len(obj_mem)):
+                        if isinstance(value[i], Mapping):
+                            update_class_from_dict(obj_mem[i], value[i], _ns=key_ns)
+                            set_obj = False
+                    # do not set value to obj, otherwise it overwrites the cfg class with the dict
+                    if not set_obj:
+                        continue
+
+            # -- 3) callable attribute → resolve string --------------
+            elif callable(obj_mem):
+                # update function name
+                value = string_to_callable(value)
+
+            # -- 4) simple scalar / explicit None ---------------------
+            elif value is None or isinstance(value, type(obj_mem)):
+                pass
+
+            # -- 5) type mismatch → abort -----------------------------
+            else:
+                raise ValueError(
+                    f"[Config]: Incorrect type under namespace: {key_ns}."
+                    f" Expected: {type(obj_mem)}, Received: {type(value)}."
+                )
+
+            # -- 6) final assignment ---------------------------------
+            if isinstance(obj, dict):
+                obj[key] = value
+            else:
+                setattr(obj, key, value)
+
+        # -- B) if key is not present ------------------------------------
+        else:
+            raise KeyError(f"[Config]: Key not found under namespace: {key_ns}.")
+
+
+def _replace_class_with_kwargs(obj: object, **kwargs) -> object:
+    """Return a new object replacing specified fields with new values.
+
+    This is especially useful for frozen classes.  Example usage:
+
+    .. code-block:: python
+
+        @configclass(frozen=True)
+        class C:
+            x: int
+            y: int
+
+        c = C(1, 2)
+        c1 = c.replace(x=3)
+        assert c1.x == 3 and c1.y == 2
+
+    Args:
+        obj: The object to replace.
+        **kwargs: The fields to replace and their new values.
+
+    Returns:
+        The new object.
+    """
+    return replace(obj, **kwargs)
+
+
+def _validate(obj: object, prefix: str = "") -> list[str]:
+    """Check the validity of configclass object.
+
+    This function checks if the object is a valid configclass object. A valid configclass object contains no MISSING
+    entries.
+
+    Args:
+        obj: The object to check.
+        prefix: The prefix to add to the missing fields. Defaults to ''.
+
+    Returns:
+        A list of missing fields.
+
+    Raises:
+        TypeError: When the object is not a valid configuration object.
+    """
+    missing_fields = []
+
+    if type(obj) is type(MISSING):
+        missing_fields.append(prefix)
+        return missing_fields
+    elif isinstance(obj, (list, tuple)):
+        for index, item in enumerate(obj):
+            current_path = f"{prefix}[{index}]"
+            missing_fields.extend(_validate(item, prefix=current_path))
+        return missing_fields
+    elif isinstance(obj, dict):
+        obj_dict = obj
+    elif hasattr(obj, "__dict__"):
+        obj_dict = obj.__dict__
+    else:
+        return missing_fields
+
+    for key, value in obj_dict.items():
+        # disregard builtin attributes
+        if key.startswith("__"):
+            continue
+        current_path = f"{prefix}.{key}" if prefix else key
+        missing_fields.extend(_validate(value, prefix=current_path))
+
+    # raise an error only once at the top-level call
+    if prefix == "" and missing_fields:
+        formatted_message = "\n".join(f"  - {field}" for field in missing_fields)
+        raise TypeError(
+            f"Missing values detected in object {obj.__class__.__name__} for the following"
+            f" fields:\n{formatted_message}\n"
+        )
+    return missing_fields
+
+
+def _add_annotation_types(cls):
+    """Add annotations to all elements in the dataclass.
+
+    By definition in Python, a field is defined as a class variable that has a type annotation.
+
+    In case type annotations are not provided, dataclass ignores those members when :func:`__dict__()` is called.
+    This function adds these annotations to the class variable to prevent any issues in case the user forgets to
+    specify the type annotation.
+
+    This makes the following a feasible operation:
+
+    @dataclass
+    class State:
+        pos = (0.0, 0.0, 0.0)
+           ^^
+           If the function is NOT used, the following type-error is returned:
+           TypeError: 'pos' is a field but has no type annotation
+    """
+    # get type hints
+    hints = {}
+    # iterate over class inheritance
+    # we add annotations from base classes first
+    for base in reversed(cls.__mro__):
+        # check if base is object
+        if base is object:
+            continue
+        # get base class annotations
+        ann = base.__dict__.get("__annotations__", {})
+        # directly add all annotations from base class
+        hints.update(ann)
+        # iterate over base class members
+        # Note: Do not change this to dir(base) since it orders the members alphabetically.
+        #   This is not desirable since the order of the members is important in some cases.
+        for key in base.__dict__:
+            # get class member
+            value = getattr(base, key)
+            # skip members
+            if _skippable_class_member(key, value, hints):
+                continue
+            # add type annotations for members that don't have explicit type annotations
+            # for these, we deduce the type from the default value
+            if not isinstance(value, type):
+                if key not in hints:
+                    # check if var type is not MISSING
+                    # we cannot deduce type from MISSING!
+                    if value is MISSING:
+                        raise TypeError(
+                            f"Missing type annotation for '{key}' in class '{cls.__name__}'."
+                            " Please add a type annotation or set a default value."
+                        )
+                    # add type annotation
+                    hints[key] = type(value)
+            elif key != value.__name__:
+                # note: we don't want to add type annotations for nested configclass. Thus, we check if
+                #   the name of the type matches the name of the variable.
+                # since Python 3.10, type hints are stored as strings
+                hints[key] = f"type[{value.__name__}]"
+
+    # Note: Do not change this line. `cls.__dict__.get("__annotations__", {})` is different from
+    #   `cls.__annotations__` because of inheritance.
+    cls.__annotations__ = cls.__dict__.get("__annotations__", {})
+    cls.__annotations__ = hints
+
+
+def _process_mutable_types(cls):
+    """Initialize all mutable elements through :obj:`dataclasses.Field` to avoid unnecessary complaints.
+
+    By default, dataclass requires usage of :obj:`field(default_factory=...)` to reinitialize mutable objects every time a new
+    class instance is created. If a member has a mutable type and it is created without specifying the `field(default_factory=...)`,
+    then Python throws an error requiring the usage of `default_factory`.
+
+    Additionally, Python only explicitly checks for field specification when the type is a list, set or dict. This misses the
+    use-case where the type is class itself. Thus, the code silently carries a bug with it which can lead to undesirable effects.
+
+    This function deals with this issue
+
+    This makes the following a feasible operation:
+
+    @dataclass
+    class State:
+        pos: list = [0.0, 0.0, 0.0]
+           ^^
+           If the function is NOT used, the following value-error is returned:
+           ValueError: mutable default <class 'list'> for field pos is not allowed: use default_factory
+    """
+    # note: Need to set this up in the same order as annotations. Otherwise, it
+    #   complains about missing positional arguments.
+    ann = cls.__dict__.get("__annotations__", {})
+
+    # iterate over all class members and store them in a dictionary
+    class_members = {}
+    for base in reversed(cls.__mro__):
+        # check if base is object
+        if base is object:
+            continue
+        # iterate over base class members
+        for key in base.__dict__:
+            # get class member
+            f = getattr(base, key)
+            # skip members
+            if _skippable_class_member(key, f):
+                continue
+            # store class member if it is not a type or if it is already present in annotations
+            if not isinstance(f, type) or key in ann:
+                class_members[key] = f
+        # iterate over base class data fields
+        # in previous call, things that became a dataclass field were removed from class members
+        # so we need to add them back here as a dataclass field directly
+        for key, f in base.__dict__.get("__dataclass_fields__", {}).items():
+            # store class member
+            if not isinstance(f, type):
+                class_members[key] = f
+
+    # check that all annotations are present in class members
+    # note: mainly for debugging purposes
+    if len(class_members) != len(ann):
+        raise ValueError(
+            f"In class '{cls.__name__}', number of annotations ({len(ann)}) does not match number of class members"
+            f" ({len(class_members)}). Please check that all class members have type annotations and/or a default"
+            " value. If you don't want to specify a default value, please use the literal `dataclasses.MISSING`."
+        )
+    # iterate over annotations and add field factory for mutable types
+    for key in ann:
+        # find matching field in class
+        value = class_members.get(key, MISSING)
+        # check if key belongs to ClassVar
+        # in that case, we cannot use default_factory!
+        origin = getattr(ann[key], "__origin__", None)
+        if origin is ClassVar:
+            continue
+        # check if f is MISSING
+        # note: commented out for now since it causes issue with inheritance
+        #   of dataclasses when parent have some positional and some keyword arguments.
+        # Ref: https://stackoverflow.com/questions/51575931/class-inheritance-in-python-3-7-dataclasses
+        # TODO: check if this is fixed in Python 3.10
+        # if f is MISSING:
+        #     continue
+        if isinstance(value, Field):
+            setattr(cls, key, value)
+        elif not isinstance(value, type):
+            # create field factory for mutable types
+            value = field(default_factory=_return_f(value))
+            setattr(cls, key, value)
+
+
+def _skippable_class_member(key: str, value: Any, hints: Optional[dict] = None) -> bool:
+    """Check if the class member should be skipped in configclass processing.
+
+    The following members are skipped:
+
+    * Dunder members: ``__name__``, ``__module__``, ``__qualname__``, ``__annotations__``, ``__dict__``.
+    * Manually-added special class functions: From :obj:`_CONFIGCLASS_METHODS`.
+    * Members that are already present in the type annotations.
+    * Functions bounded to class object or class.
+    * Properties bounded to class object.
+
+    Args:
+        key: The class member name.
+        value: The class member value.
+        hints: The type hints for the class. Defaults to None, in which case, the
+            members existence in type hints are not checked.
+
+    Returns:
+        True if the class member should be skipped, False otherwise.
+    """
+    # skip dunder members
+    if key.startswith("__"):
+        return True
+    # skip manually-added special class functions
+    if key in _CONFIGCLASS_METHODS:
+        return True
+    # check if key is already present
+    if hints is not None and key in hints:
+        return True
+    # skip functions bounded to class
+    if callable(value):
+        # FIXME: This doesn't yet work for static methods because they are essentially seen as function types.
+        # check for class methods
+        if isinstance(value, types.MethodType):
+            return True
+        # check for instance methods
+        signature = inspect.signature(value)
+        if "self" in signature.parameters or "cls" in signature.parameters:
+            return True
+    # skip property methods
+    if isinstance(value, property):
+        return True
+    # Otherwise, don't skip
+    return False
+
+
+def _return_f(f: Any) -> Callable[[], Any]:
+    """Returns default factory function for creating mutable/immutable variables.
+
+    This function should be used to create default factory functions for variables.
+
+    Example:
+
+        .. code-block:: python
+
+            value = field(default_factory=_return_f(value))
+            setattr(cls, key, value)
+    """
+
+    def _wrap():
+        if isinstance(f, Field):
+            if f.default_factory is MISSING:
+                return deepcopy(f.default)
+            else:
+                return f.default_factory
+        else:
+            return deepcopy(f)
+
+    return _wrap
diff --git a/embodichain/utils/device_utils.py b/embodichain/utils/device_utils.py
new file mode 100644
index 00000000..198ca84e
--- /dev/null
+++ b/embodichain/utils/device_utils.py
@@ -0,0 +1,39 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+
+from typing import Union
+
+
+def standardize_device_string(device: Union[str, torch.device]) -> str:
+    """Standardize the device string for Warp compatibility.
+
+    Args:
+        device (Union[str, torch.device]): The device specification.
+
+    Returns:
+        str: The standardized device string.
+    """
+    if isinstance(device, str):
+        device_str = device
+    else:
+        device_str = str(device)
+
+    if device_str.startswith("cuda"):
+        device_str = "cuda:0"
+
+    return device_str
diff --git a/embodichain/utils/file.py b/embodichain/utils/file.py
new file mode 100644
index 00000000..cd089491
--- /dev/null
+++ b/embodichain/utils/file.py
@@ -0,0 +1,54 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import re
+
+from typing import Optional, List
+
+
+def get_all_files_in_directory(
+    directory: str,
+    exts: Optional[List[str]] = None,
+    patterns: Optional[List[str]] = None,
+) -> List[str]:
+    """Get all files in a directory with optional filtering by extensions or regex patterns.
+
+    Args:
+        directory (str): The directory to search for files.
+        exts (Optional[List[str]]): List of file extensions to filter by. If None, all files are returned.
+        patterns (Optional[List[str]]): List of regex patterns to match file names. If None, no pattern matching is applied.
+
+    Returns:
+        List[str]: List of file paths in the directory matching the specified extensions or patterns.
+    """
+    all_files = []
+    compiled_patterns = (
+        [re.compile(pattern) for pattern in patterns] if patterns else []
+    )
+
+    for root, _, files in os.walk(directory):
+        for file in files:
+            match_ext = exts is None or any(
+                file.lower().endswith(ext.lower()) for ext in exts
+            )
+            match_pattern = not compiled_patterns or any(
+                pattern.search(file) for pattern in compiled_patterns
+            )
+
+            if match_ext and match_pattern:
+                all_files.append(os.path.join(root, file))
+    return all_files
diff --git a/embodichain/utils/img_utils.py b/embodichain/utils/img_utils.py
new file mode 100644
index 00000000..14593c49
--- /dev/null
+++ b/embodichain/utils/img_utils.py
@@ -0,0 +1,154 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+
+
+def batched_mask_to_box(masks: torch.Tensor) -> torch.Tensor:
+    """Convert binary masks to bounding boxes.
+
+    Args:
+        masks (torch.Tensor): A tensor of shape (..., H, W) containing binary masks
+            where non-zero values indicate the presence of the object.
+
+    Returns:
+        torch.Tensor: A tensor of shape (..., 4) containing the bounding boxes
+        in XYXY format.
+    """
+    # torch.max below raises an error on empty inputs, just skip in this case
+    if torch.numel(masks) == 0:
+        return torch.zeros(*masks.shape[:-2], 4, device=masks.device)
+
+    # Normalize shape to CxHxW
+    shape = masks.shape
+    h, w = shape[-2:]
+    if len(shape) > 2:
+        masks = masks.flatten(0, -3)
+    else:
+        masks = masks.unsqueeze(0)
+
+    # Get top and bottom edges
+    in_height, _ = torch.max(masks, dim=-1)
+    in_height_coords = in_height * torch.arange(h, device=in_height.device)[None, :]
+    bottom_edges, _ = torch.max(in_height_coords, dim=-1)
+    in_height_coords = in_height_coords + h * (~in_height)
+    top_edges, _ = torch.min(in_height_coords, dim=-1)
+
+    # Get left and right edges
+    in_width, _ = torch.max(masks, dim=-2)
+    in_width_coords = in_width * torch.arange(w, device=in_width.device)[None, :]
+    right_edges, _ = torch.max(in_width_coords, dim=-1)
+    in_width_coords = in_width_coords + w * (~in_width)
+    left_edges, _ = torch.min(in_width_coords, dim=-1)
+
+    # If the mask is empty the right edge will be to the left of the left edge.
+    # Replace these boxes with [0, 0, 0, 0]
+    empty_filter = (right_edges < left_edges) | (bottom_edges < top_edges)
+    out = torch.stack([left_edges, top_edges, right_edges, bottom_edges], dim=-1)
+    out = out * (~empty_filter).unsqueeze(-1)
+
+    # Return to original shape
+    if len(shape) > 2:
+        out = out.reshape(*shape[:-2], 4)
+    else:
+        out = out[0]
+
+    return out
+
+
+def gen_disp_colormap(inputs, normalize=True, torch_transpose=True):
+    """
+    Generate an RGB visualization using the "plasma" colormap for 2D/3D/4D scalar image inputs.
+
+    This utility maps scalar image(s) to an RGB colormap suitable for display or further processing.
+    It accepts either a NumPy array or a torch.Tensor (torch tensors are detached, moved to CPU and
+    converted to NumPy). The matplotlib "plasma" colormap with 256 entries is used.
+
+    Parameters
+    - inputs (numpy.ndarray or torch.Tensor):
+        Scalar image data with one of the following dimensionalities:
+          * 2D: (H, W)               -> a single image
+          * 3D: (N, H, W)            -> a batch of N single-channel images
+          * 4D: (N, C, H, W)         -> a batch with channel dimension; expected C==1 (first channel used)
+        The function will convert torch.Tensor input to numpy internally.
+    - normalize (bool, default True):
+        If True, input values are linearly scaled to [0, 1] using (x - min) / (max - min).
+        If the input is constant (min == max), a small divisor (1e5) is used to avoid division
+        by zero, which effectively maps values near 0. If False, values are assumed to already be
+        in the [0, 1] range (no scaling is performed).
+    - torch_transpose (bool, default True):
+        Controls the output channel ordering to match common PyTorch conventions:
+          * If True: outputs are transposed to channel-first form:
+              - 2D input  -> (3, H, W)
+              - 3D input  -> (N, 3, H, W)
+              - 4D input  -> (N, 3, H, W)  (uses the first channel)
+          * If False: outputs keep channel-last ordering:
+              - 2D input  -> (H, W, 3)
+              - 3D input  -> (N, H, W, 3)
+              - 4D input  -> (N, H, W, 3)
+
+    Returns
+    - numpy.ndarray:
+        RGB image(s) with float values in [0, 1]. The exact output shape depends on the input
+        dimensionality and the value of torch_transpose (see above). The alpha channel produced by
+        the colormap is discarded; only the RGB channels are returned.
+
+    Notes and behavior
+    - The function uses matplotlib.pyplot.get_cmap("plasma", 256).
+    - For 4D inputs the code selects the first channel (index 0) before applying the colormap.
+    - Inputs with dimensionality other than 2, 3, or 4 are not supported and will likely raise
+      an error or produce unintended results.
+    - This function is non-destructive: it returns a new NumPy array and does not modify the input.
+    - Typical use cases: visualizing depth maps, single-channel activation maps, or other scalar
+      images as colored RGB images for inspection or logging.
+
+    Examples
+    - 2D array (H, W) -> returns (3, H, W) if torch_transpose=True
+    - 3D array (N, H, W) -> returns (N, 3, H, W) if torch_transpose=True
+    - 4D array (N, 1, H, W) -> returns (N, 3, H, W) if torch_transpose=True
+    """
+    import matplotlib.pyplot as plt
+    import torch
+
+    _DEPTH_COLORMAP = plt.get_cmap("plasma", 256)  # for plotting
+    if isinstance(inputs, torch.Tensor):
+        inputs = inputs.detach().cpu().numpy()
+
+    vis = inputs
+    if normalize:
+        ma = float(vis.max())
+        mi = float(vis.min())
+        d = ma - mi if ma != mi else 1e5
+        vis = (vis - mi) / d
+
+    if vis.ndim == 4:
+        vis = vis.transpose([0, 2, 3, 1])
+        vis = _DEPTH_COLORMAP(vis)
+        vis = vis[:, :, :, 0, :3]
+        if torch_transpose:
+            vis = vis.transpose(0, 3, 1, 2)
+    elif vis.ndim == 3:
+        vis = _DEPTH_COLORMAP(vis)
+        vis = vis[:, :, :3]
+        if torch_transpose:
+            vis = vis.transpose(0, 3, 1, 2)
+    elif vis.ndim == 2:
+        vis = _DEPTH_COLORMAP(vis)
+        vis = vis[..., :3]
+        if torch_transpose:
+            vis = vis.transpose(2, 0, 1)
+
+    return vis
diff --git a/embodichain/utils/logger.py b/embodichain/utils/logger.py
new file mode 100644
index 00000000..b2dd22eb
--- /dev/null
+++ b/embodichain/utils/logger.py
@@ -0,0 +1,74 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import logging
+
+logging.basicConfig(
+    level=logging.INFO, format="%(asctime)s %(message)s", datefmt="%H:%M:%S"
+)
+
+# Create a custom logger
+logger = logging.getLogger(__name__)
+
+# Set the default log level
+logger.setLevel(logging.INFO)
+
+
+def decorate_str_color(msg: str, color: str):
+    """Decorate a string with a specific color."""
+    color_map = {
+        "red": "\033[91m",
+        "green": "\033[92m",
+        "yellow": "\033[93m",
+        "blue": "\033[94m",
+        "purple": "\033[95m",
+        "cyan": "\033[96m",
+        "orange": "\033[33m",
+        "white": "\033[97m",
+    }
+    return f"{color_map.get(color, '')}{msg}\033[0m" if color else msg
+
+
+def set_log_level(level: str):
+    """Set the logging level."""
+    level = level.upper()
+    assert level in ["DEBUG", "INFO", "WARNING", "ERROR"], "Invalid log level"
+    logger.setLevel(getattr(logging, level))
+
+
+def format_message(level: str, message: str):
+    """Format the log message with a consistent prefix."""
+    return f"[EmbodiChain {level}]: {message}"
+
+
+def log_info(message, color=None):
+    """Log an info message."""
+    logger.info(decorate_str_color(format_message("INFO", message), color))
+
+
+def log_debug(message, color="blue"):
+    """Log a debug message."""
+    logger.debug(decorate_str_color(format_message("DEBUG", message), color))
+
+
+def log_warning(message):
+    """Log a warning message."""
+    logger.warning(decorate_str_color(format_message("WARNING", message), "purple"))
+
+
+def log_error(message, error_type=RuntimeError):
+    """Log an error message."""
+    raise error_type(decorate_str_color(format_message("ERROR", message), "red"))
diff --git a/embodichain/utils/math.py b/embodichain/utils/math.py
new file mode 100644
index 00000000..c42f4374
--- /dev/null
+++ b/embodichain/utils/math.py
@@ -0,0 +1,2269 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+# needed to import for allowing type-hinting: Union[torch.Tensor, np.ndarray]
+from __future__ import annotations
+
+import math
+import torch
+import numpy as np
+import torch.nn.functional
+from typing import Literal, Optional, Union
+
+
+def look_at_to_pose(
+    eye: Union[torch.Tensor, list],
+    target: Union[torch.Tensor, list],
+    up: Union[torch.Tensor, list] = [0, 0, 1],
+) -> torch.Tensor:
+    """Get the camera pose from eye to target with up direction, supporting batch processing.
+
+    Args:
+        eye (Union[torch.Tensor, list]): Camera positions with shape (N, 3).
+        target (Union[torch.Tensor, list]): Target positions with shape (N, 3).
+        up (Union[torch.Tensor, list], optional): Up directions with shape (N, 3) or (3,). Defaults to [0, 0, 1].
+
+    Returns:
+        torch.Tensor: Camera pose matrices with shape (N, 4, 4).
+    """
+    eye = (
+        torch.tensor(eye, dtype=torch.float32)
+        if not isinstance(eye, torch.Tensor)
+        else eye
+    )
+    target = (
+        torch.tensor(target, dtype=torch.float32)
+        if not isinstance(target, torch.Tensor)
+        else target
+    )
+    up = (
+        torch.tensor(up, dtype=torch.float32)
+        if not isinstance(up, torch.Tensor)
+        else up
+    )
+
+    if eye.ndim == 1:
+        eye = eye.unsqueeze(0)
+
+    if target.ndim == 1:
+        target = target.unsqueeze(0)
+
+    if up.ndim == 1:
+        up = up.unsqueeze(0).repeat(
+            eye.shape[0], 1
+        )  # Broadcast up vector to batch size
+
+    assert (
+        eye.shape[-1] == 3 and target.shape[-1] == 3 and up.shape[-1] == 3
+    ), "Inputs must have shape (N, 3)."
+
+    # Compute camera axes
+    camera_z = target - eye
+    camera_z = camera_z / torch.norm(
+        camera_z, dim=1, keepdim=True
+    )  # Normalize camera_z
+    camera_x = torch.cross(camera_z, up, dim=1)
+    camera_x_norm = torch.norm(camera_x, dim=1, keepdim=True)
+    if torch.any(camera_x_norm < 1e-6):  # Handle degenerate cases
+        up = (
+            torch.tensor([0, 1, 0], dtype=torch.float32)
+            .unsqueeze(0)
+            .repeat(eye.shape[0], 1)
+        )
+        camera_x = torch.cross(up, camera_z, dim=1)
+    camera_x = camera_x / torch.norm(
+        camera_x, dim=1, keepdim=True
+    )  # Normalize camera_x
+    camera_y = torch.cross(camera_z, camera_x, dim=1)  # Compute camera_y
+
+    # Construct camera pose matrices
+    camera_pose = (
+        torch.eye(4, dtype=torch.float32).unsqueeze(0).repeat(eye.shape[0], 1, 1)
+    )  # (N, 4, 4)
+    camera_pose[:, :3, 0] = camera_x
+    camera_pose[:, :3, 1] = camera_y
+    camera_pose[:, :3, 2] = camera_z
+    camera_pose[:, :3, 3] = eye
+
+    return camera_pose
+
+
+@torch.jit.script
+def scale_transform(
+    x: torch.Tensor, lower: torch.Tensor, upper: torch.Tensor
+) -> torch.Tensor:
+    """Normalizes a given input tensor to a range of [-1, 1].
+
+    .. note::
+        It uses pytorch broadcasting functionality to deal with batched input.
+
+    Args:
+        x: Input tensor of shape (N, dims).
+        lower: The minimum value of the tensor. Shape is (N, dims) or (dims,).
+        upper: The maximum value of the tensor. Shape is (N, dims) or (dims,).
+
+    Returns:
+        Normalized transform of the tensor. Shape is (N, dims).
+    """
+    # default value of center
+    offset = (lower + upper) * 0.5
+    # return normalized tensor
+    return 2 * (x - offset) / (upper - lower)
+
+
+@torch.jit.script
+def unscale_transform(
+    x: torch.Tensor, lower: torch.Tensor, upper: torch.Tensor
+) -> torch.Tensor:
+    """De-normalizes a given input tensor from range of [-1, 1] to (lower, upper).
+
+    .. note::
+        It uses pytorch broadcasting functionality to deal with batched input.
+
+    Args:
+        x: Input tensor of shape (N, dims).
+        lower: The minimum value of the tensor. Shape is (N, dims) or (dims,).
+        upper: The maximum value of the tensor. Shape is (N, dims) or (dims,).
+
+    Returns:
+        De-normalized transform of the tensor. Shape is (N, dims).
+    """
+    # default value of center
+    offset = (lower + upper) * 0.5
+    # return normalized tensor
+    return x * (upper - lower) * 0.5 + offset
+
+
+@torch.jit.script
+def saturate(x: torch.Tensor, lower: torch.Tensor, upper: torch.Tensor) -> torch.Tensor:
+    """Clamps a given input tensor to (lower, upper).
+
+    It uses pytorch broadcasting functionality to deal with batched input.
+
+    Args:
+        x: Input tensor of shape (N, dims).
+        lower: The minimum value of the tensor. Shape is (N, dims) or (dims,).
+        upper: The maximum value of the tensor. Shape is (N, dims) or (dims,).
+
+    Returns:
+        Clamped transform of the tensor. Shape is (N, dims).
+    """
+    return torch.max(torch.min(x, upper), lower)
+
+
+@torch.jit.script
+def normalize(x: torch.Tensor, eps: float = 1e-9) -> torch.Tensor:
+    """Normalizes a given input tensor to unit length.
+
+    Args:
+        x: Input tensor of shape (N, dims).
+        eps: A small value to avoid division by zero. Defaults to 1e-9.
+
+    Returns:
+        Normalized tensor of shape (N, dims).
+    """
+    return x / x.norm(p=2, dim=-1).clamp(min=eps, max=None).unsqueeze(-1)
+
+
+@torch.jit.script
+def wrap_to_pi(angles: torch.Tensor) -> torch.Tensor:
+    r"""Wraps input angles (in radians) to the range :math:`[-\pi, \pi]`.
+
+    This function wraps angles in radians to the range :math:`[-\pi, \pi]`, such that
+    :math:`\pi` maps to :math:`\pi`, and :math:`-\pi` maps to :math:`-\pi`. In general,
+    odd positive multiples of :math:`\pi` are mapped to :math:`\pi`, and odd negative
+    multiples of :math:`\pi` are mapped to :math:`-\pi`.
+
+    The function behaves similar to MATLAB's `wrapToPi <https://www.mathworks.com/help/map/ref/wraptopi.html>`_
+    function.
+
+    Args:
+        angles: Input angles of any shape.
+
+    Returns:
+        Angles in the range :math:`[-\pi, \pi]`.
+    """
+    # wrap to [0, 2*pi)
+    wrapped_angle = (angles + torch.pi) % (2 * torch.pi)
+    # map to [-pi, pi]
+    # we check for zero in wrapped angle to make it go to pi when input angle is odd multiple of pi
+    return torch.where(
+        (wrapped_angle == 0) & (angles > 0), torch.pi, wrapped_angle - torch.pi
+    )
+
+
+@torch.jit.script
+def copysign(mag: float, other: torch.Tensor) -> torch.Tensor:
+    """Create a new floating-point tensor with the magnitude of input and the sign of other, element-wise.
+
+    Note:
+        The implementation follows from `torch.copysign`. The function allows a scalar magnitude.
+
+    Args:
+        mag: The magnitude scalar.
+        other: The tensor containing values whose signbits are applied to magnitude.
+
+    Returns:
+        The output tensor.
+    """
+    mag_torch = abs(mag) * torch.ones_like(other)
+    return torch.copysign(mag_torch, other)
+
+
+"""
+Rotation
+"""
+
+
+@torch.jit.script
+def quat_unique(q: torch.Tensor) -> torch.Tensor:
+    """Convert a unit quaternion to a standard form where the real part is non-negative.
+
+    Quaternion representations have a singularity since ``q`` and ``-q`` represent the same
+    rotation. This function ensures the real part of the quaternion is non-negative.
+
+    Args:
+        q: The quaternion orientation in (w, x, y, z). Shape is (..., 4).
+
+    Returns:
+        Standardized quaternions. Shape is (..., 4).
+    """
+    return torch.where(q[..., 0:1] < 0, -q, q)
+
+
+@torch.jit.script
+def matrix_from_quat(quaternions: torch.Tensor) -> torch.Tensor:
+    """Convert rotations given as quaternions to rotation matrices.
+
+    Args:
+        quaternions: The quaternion orientation in (w, x, y, z). Shape is (..., 4).
+
+    Returns:
+        Rotation matrices. The shape is (..., 3, 3).
+
+    Reference:
+        https://github.com/facebookresearch/pytorch3d/blob/main/pytorch3d/transforms/rotation_conversions.py#L41-L70
+    """
+    r, i, j, k = torch.unbind(quaternions, -1)
+    # pyre-fixme[58]: `/` is not supported for operand types `float` and `Tensor`.
+    two_s = 2.0 / (quaternions * quaternions).sum(-1)
+
+    o = torch.stack(
+        (
+            1 - two_s * (j * j + k * k),
+            two_s * (i * j - k * r),
+            two_s * (i * k + j * r),
+            two_s * (i * j + k * r),
+            1 - two_s * (i * i + k * k),
+            two_s * (j * k - i * r),
+            two_s * (i * k - j * r),
+            two_s * (j * k + i * r),
+            1 - two_s * (i * i + j * j),
+        ),
+        -1,
+    )
+    return o.reshape(quaternions.shape[:-1] + (3, 3))
+
+
+def convert_quat(
+    quat: Union[torch.Tensor, np.ndarray], to: Literal["xyzw", "wxyz"] = "xyzw"
+) -> Union[torch.Tensor, np.ndarray]:
+    """Converts quaternion from one convention to another.
+
+    The convention to convert TO is specified as an optional argument. If to == 'xyzw',
+    then the input is in 'wxyz' format, and vice-versa.
+
+    Args:
+        quat: The quaternion of shape (..., 4).
+        to: Convention to convert quaternion to.. Defaults to "xyzw".
+
+    Returns:
+        The converted quaternion in specified convention.
+
+    Raises:
+        ValueError: Invalid input argument `to`, i.e. not "xyzw" or "wxyz".
+        ValueError: Invalid shape of input `quat`, i.e. not (..., 4,).
+    """
+    # check input is correct
+    if quat.shape[-1] != 4:
+        msg = f"Expected input quaternion shape mismatch: {quat.shape} != (..., 4)."
+        raise ValueError(msg)
+    if to not in ["xyzw", "wxyz"]:
+        msg = f"Expected input argument `to` to be 'xyzw' or 'wxyz'. Received: {to}."
+        raise ValueError(msg)
+    # check if input is numpy array (we support this backend since some classes use numpy)
+    if isinstance(quat, np.ndarray):
+        # use numpy functions
+        if to == "xyzw":
+            # wxyz -> xyzw
+            return np.roll(quat, -1, axis=-1)
+        else:
+            # xyzw -> wxyz
+            return np.roll(quat, 1, axis=-1)
+    else:
+        # convert to torch (sanity check)
+        if not isinstance(quat, torch.Tensor):
+            quat = torch.tensor(quat, dtype=float)
+        # convert to specified quaternion type
+        if to == "xyzw":
+            # wxyz -> xyzw
+            return quat.roll(-1, dims=-1)
+        else:
+            # xyzw -> wxyz
+            return quat.roll(1, dims=-1)
+
+
+@torch.jit.script
+def quat_conjugate(q: torch.Tensor) -> torch.Tensor:
+    """Computes the conjugate of a quaternion.
+
+    Args:
+        q: The quaternion orientation in (w, x, y, z). Shape is (..., 4).
+
+    Returns:
+        The conjugate quaternion in (w, x, y, z). Shape is (..., 4).
+    """
+    shape = q.shape
+    q = q.reshape(-1, 4)
+    return torch.cat((q[..., 0:1], -q[..., 1:]), dim=-1).view(shape)
+
+
+@torch.jit.script
+def quat_inv(q: torch.Tensor, eps: float = 1e-9) -> torch.Tensor:
+    """Computes the inverse of a quaternion.
+
+    Args:
+        q: The quaternion orientation in (w, x, y, z). Shape is (N, 4).
+        eps: A small value to avoid division by zero. Defaults to 1e-9.
+
+    Returns:
+        The inverse quaternion in (w, x, y, z). Shape is (N, 4).
+    """
+    return quat_conjugate(q) / q.pow(2).sum(dim=-1, keepdim=True).clamp(min=eps)
+
+
+@torch.jit.script
+def quat_from_euler_xyz(
+    roll: torch.Tensor, pitch: torch.Tensor, yaw: torch.Tensor
+) -> torch.Tensor:
+    """Convert rotations given as Euler angles in radians to Quaternions.
+
+    Note:
+        The euler angles are assumed in XYZ convention.
+
+    Args:
+        roll: Rotation around x-axis (in radians). Shape is (N,).
+        pitch: Rotation around y-axis (in radians). Shape is (N,).
+        yaw: Rotation around z-axis (in radians). Shape is (N,).
+
+    Returns:
+        The quaternion in (w, x, y, z). Shape is (N, 4).
+    """
+    cy = torch.cos(yaw * 0.5)
+    sy = torch.sin(yaw * 0.5)
+    cr = torch.cos(roll * 0.5)
+    sr = torch.sin(roll * 0.5)
+    cp = torch.cos(pitch * 0.5)
+    sp = torch.sin(pitch * 0.5)
+    # compute quaternion
+    qw = cy * cr * cp + sy * sr * sp
+    qx = cy * sr * cp - sy * cr * sp
+    qy = cy * cr * sp + sy * sr * cp
+    qz = sy * cr * cp - cy * sr * sp
+
+    return torch.stack([qw, qx, qy, qz], dim=-1)
+
+
+@torch.jit.script
+def _sqrt_positive_part(x: torch.Tensor) -> torch.Tensor:
+    """Returns torch.sqrt(torch.max(0, x)) but with a zero sub-gradient where x is 0.
+
+    Reference:
+        https://github.com/facebookresearch/pytorch3d/blob/main/pytorch3d/transforms/rotation_conversions.py#L91-L99
+    """
+    ret = torch.zeros_like(x)
+    positive_mask = x > 0
+    ret[positive_mask] = torch.sqrt(x[positive_mask])
+    return ret
+
+
+@torch.jit.script
+def quat_from_matrix(matrix: torch.Tensor) -> torch.Tensor:
+    """Convert rotations given as rotation matrices to quaternions.
+
+    Args:
+        matrix: The rotation matrices. Shape is (..., 3, 3).
+
+    Returns:
+        The quaternion in (w, x, y, z). Shape is (..., 4).
+
+    Reference:
+        https://github.com/facebookresearch/pytorch3d/blob/main/pytorch3d/transforms/rotation_conversions.py#L102-L161
+    """
+    if matrix.size(-1) != 3 or matrix.size(-2) != 3:
+        raise ValueError(f"Invalid rotation matrix shape {matrix.shape}.")
+
+    batch_dim = matrix.shape[:-2]
+    m00, m01, m02, m10, m11, m12, m20, m21, m22 = torch.unbind(
+        matrix.reshape(batch_dim + (9,)), dim=-1
+    )
+
+    q_abs = _sqrt_positive_part(
+        torch.stack(
+            [
+                1.0 + m00 + m11 + m22,
+                1.0 + m00 - m11 - m22,
+                1.0 - m00 + m11 - m22,
+                1.0 - m00 - m11 + m22,
+            ],
+            dim=-1,
+        )
+    )
+
+    # we produce the desired quaternion multiplied by each of r, i, j, k
+    quat_by_rijk = torch.stack(
+        [
+            # pyre-fixme[58]: `**` is not supported for operand types `Tensor` and `int`.
+            torch.stack([q_abs[..., 0] ** 2, m21 - m12, m02 - m20, m10 - m01], dim=-1),
+            # pyre-fixme[58]: `**` is not supported for operand types `Tensor` and `int`.
+            torch.stack([m21 - m12, q_abs[..., 1] ** 2, m10 + m01, m02 + m20], dim=-1),
+            # pyre-fixme[58]: `**` is not supported for operand types `Tensor` and `int`.
+            torch.stack([m02 - m20, m10 + m01, q_abs[..., 2] ** 2, m12 + m21], dim=-1),
+            # pyre-fixme[58]: `**` is not supported for operand types `Tensor` and `int`.
+            torch.stack([m10 - m01, m20 + m02, m21 + m12, q_abs[..., 3] ** 2], dim=-1),
+        ],
+        dim=-2,
+    )
+
+    # We floor here at 0.1 but the exact level is not important; if q_abs is small,
+    # the candidate won't be picked.
+    flr = torch.tensor(0.1).to(dtype=q_abs.dtype, device=q_abs.device)
+    quat_candidates = quat_by_rijk / (2.0 * q_abs[..., None].max(flr))
+
+    # if not for numerical problems, quat_candidates[i] should be same (up to a sign),
+    # forall i; we pick the best-conditioned one (with the largest denominator)
+    return quat_candidates[
+        torch.nn.functional.one_hot(q_abs.argmax(dim=-1), num_classes=4) > 0.5, :
+    ].reshape(batch_dim + (4,))
+
+
+def xyz_quat_to_4x4_matrix(xyz_quat: torch.Tensor) -> torch.Tensor:
+    """Convert a 7D pose vector (x, y, z, qw, qx, qy, qz) to a 4x4 transformation matrix.
+
+    Args:
+        xyz_quat: The pose vector in (x, y, z, qw, qx, qy, qz). Shape is (..., 7).
+
+    Returns:
+        The transformation matrix. Shape is (..., 4, 4).
+    """
+    if xyz_quat.shape[-1] != 7:
+        raise ValueError(f"Invalid input shape {xyz_quat.shape}, expected (..., 7).")
+
+    # get rotation matrix from quaternion
+    rot_mat = matrix_from_quat(xyz_quat[..., 3:7])  # (..., 3, 3)
+
+    # create transformation
+    trans = (
+        torch.eye(4, dtype=xyz_quat.dtype, device=xyz_quat.device)
+        .unsqueeze_(0)
+        .repeat(xyz_quat.shape[0], 1, 1)
+    )
+    trans[..., :3, 3] = xyz_quat[..., :3]
+    trans[..., :3, :3] = rot_mat
+    return trans
+
+
+def trans_matrix_to_xyz_quat(matrix: torch.Tensor) -> torch.Tensor:
+    """Convert a (4, 4) pose transformation matrix ((R, t), (0, 1)) to a 7D pose vector.
+
+    Args:
+        matrix: The pose transformation matrix in ((R, t), (0, 1)). Shape is (..., 4, 4).
+
+    Returns:
+        The pose vector in (x, y, z, qw, qx, qy, qz). Shape is (..., 7).
+    """
+    if matrix.shape[-2:] != (4, 4):
+        raise ValueError(f"Invalid input shape {matrix.shape}, expected (..., 4, 4).")
+
+    # get rotation matrix from quaternion
+    quat = quat_from_matrix(matrix[..., :3, :3])  # (..., 4)
+
+    # create vector
+    vec = torch.concatenate([matrix[..., :3, 3], quat], dim=-1).to(
+        dtype=matrix.dtype, device=matrix.device
+    )
+    return vec
+
+
+@torch.jit.script
+def quat_from_euler_xyz(
+    roll: torch.Tensor, pitch: torch.Tensor, yaw: torch.Tensor
+) -> torch.Tensor:
+    """Convert rotations given as Euler angles in radians to Quaternions.
+
+    Note:
+        The euler angles are assumed in XYZ convention.
+
+    Args:
+        roll: Rotation around x-axis (in radians). Shape is (N,).
+        pitch: Rotation around y-axis (in radians). Shape is (N,).
+        yaw: Rotation around z-axis (in radians). Shape is (N,).
+
+    Returns:
+        The quaternion in (w, x, y, z). Shape is (N, 4).
+    """
+    cy = torch.cos(yaw * 0.5)
+    sy = torch.sin(yaw * 0.5)
+    cr = torch.cos(roll * 0.5)
+    sr = torch.sin(roll * 0.5)
+    cp = torch.cos(pitch * 0.5)
+    sp = torch.sin(pitch * 0.5)
+    # compute quaternion
+    qw = cy * cr * cp + sy * sr * sp
+    qx = cy * sr * cp - sy * cr * sp
+    qy = cy * cr * sp + sy * sr * cp
+    qz = sy * cr * cp - cy * sr * sp
+
+    return torch.stack([qw, qx, qy, qz], dim=-1)
+
+
+def _axis_angle_rotation(
+    axis: Literal["X", "Y", "Z"], angle: torch.Tensor
+) -> torch.Tensor:
+    """Return the rotation matrices for one of the rotations about an axis of which Euler angles describe,
+    for each value of the angle given.
+
+    Args:
+        axis: Axis label "X" or "Y or "Z".
+        angle: Euler angles in radians of any shape.
+
+    Returns:
+        Rotation matrices. Shape is (..., 3, 3).
+
+    Reference:
+        https://github.com/facebookresearch/pytorch3d/blob/main/pytorch3d/transforms/rotation_conversions.py#L164-L191
+    """
+    cos = torch.cos(angle)
+    sin = torch.sin(angle)
+    one = torch.ones_like(angle)
+    zero = torch.zeros_like(angle)
+
+    if axis == "X":
+        R_flat = (one, zero, zero, zero, cos, -sin, zero, sin, cos)
+    elif axis == "Y":
+        R_flat = (cos, zero, sin, zero, one, zero, -sin, zero, cos)
+    elif axis == "Z":
+        R_flat = (cos, -sin, zero, sin, cos, zero, zero, zero, one)
+    else:
+        raise ValueError("letter must be either X, Y or Z.")
+
+    return torch.stack(R_flat, -1).reshape(angle.shape + (3, 3))
+
+
+def matrix_from_euler(
+    euler_angles: torch.Tensor, convention: str = "XYZ"
+) -> torch.Tensor:
+    """
+    Convert rotations given as Euler angles (intrinsic) in radians to rotation matrices.
+
+    Args:
+        euler_angles: Euler angles in radians. Shape is (..., 3).
+        convention: Convention string of three uppercase letters from {"X", "Y", and "Z"}.
+            For example, "XYZ" means that the rotations should be applied first about x,
+            then y, then z. Defaults to "XYZ".
+
+    Returns:
+        Rotation matrices. Shape is (..., 3, 3).
+
+    Reference:
+        https://github.com/facebookresearch/pytorch3d/blob/main/pytorch3d/transforms/rotation_conversions.py#L194-L220
+    """
+    if euler_angles.dim() == 0 or euler_angles.shape[-1] != 3:
+        raise ValueError("Invalid input euler angles.")
+    if len(convention) != 3:
+        raise ValueError("Convention must have 3 letters.")
+    if convention[1] in (convention[0], convention[2]):
+        raise ValueError(f"Invalid convention {convention}.")
+    for letter in convention:
+        if letter not in ("X", "Y", "Z"):
+            raise ValueError(f"Invalid letter {letter} in convention string.")
+    matrices = [
+        _axis_angle_rotation(c, e)
+        for c, e in zip(convention, torch.unbind(euler_angles, -1))
+    ]
+    # return functools.reduce(torch.matmul, matrices)
+    return torch.matmul(torch.matmul(matrices[0], matrices[1]), matrices[2])
+
+
+@torch.jit.script
+def euler_xyz_from_quat(
+    quat: torch.Tensor, wrap_to_2pi: bool = False
+) -> tuple[torch.Tensor, torch.Tensor, torch.Tensor]:
+    """Convert rotations given as quaternions to Euler angles in radians.
+
+    Note:
+        The euler angles are assumed in XYZ extrinsic convention.
+
+    Args:
+        quat: The quaternion orientation in (w, x, y, z). Shape is (N, 4).
+        wrap_to_2pi (bool): Whether to wrap output Euler angles into [0, 2π). If
+            False, angles are returned in the default range (−π, π]. Defaults to
+            False.
+
+    Returns:
+        A tuple containing roll-pitch-yaw. Each element is a tensor of shape (N,).
+
+    Reference:
+        https://en.wikipedia.org/wiki/Conversion_between_quaternions_and_Euler_angles
+    """
+    q_w, q_x, q_y, q_z = quat[:, 0], quat[:, 1], quat[:, 2], quat[:, 3]
+    # roll (x-axis rotation)
+    sin_roll = 2.0 * (q_w * q_x + q_y * q_z)
+    cos_roll = 1 - 2 * (q_x * q_x + q_y * q_y)
+    roll = torch.atan2(sin_roll, cos_roll)
+
+    # pitch (y-axis rotation)
+    sin_pitch = 2.0 * (q_w * q_y - q_z * q_x)
+    pitch = torch.where(
+        torch.abs(sin_pitch) >= 1,
+        copysign(torch.pi / 2.0, sin_pitch),
+        torch.asin(sin_pitch),
+    )
+
+    # yaw (z-axis rotation)
+    sin_yaw = 2.0 * (q_w * q_z + q_x * q_y)
+    cos_yaw = 1 - 2 * (q_y * q_y + q_z * q_z)
+    yaw = torch.atan2(sin_yaw, cos_yaw)
+
+    if wrap_to_2pi:
+        return roll % (2 * torch.pi), pitch % (2 * torch.pi), yaw % (2 * torch.pi)
+    return roll, pitch, yaw
+
+
+@torch.jit.script
+def axis_angle_from_quat(quat: torch.Tensor, eps: float = 1.0e-6) -> torch.Tensor:
+    """Convert rotations given as quaternions to axis/angle.
+
+    Args:
+        quat: The quaternion orientation in (w, x, y, z). Shape is (..., 4).
+        eps: The tolerance for Taylor approximation. Defaults to 1.0e-6.
+
+    Returns:
+        Rotations given as a vector in axis angle form. Shape is (..., 3).
+        The vector's magnitude is the angle turned anti-clockwise in radians around the vector's direction.
+
+    Reference:
+        https://github.com/facebookresearch/pytorch3d/blob/main/pytorch3d/transforms/rotation_conversions.py#L526-L554
+    """
+    # Modified to take in quat as [q_w, q_x, q_y, q_z]
+    # Quaternion is [q_w, q_x, q_y, q_z] = [cos(theta/2), n_x * sin(theta/2), n_y * sin(theta/2), n_z * sin(theta/2)]
+    # Axis-angle is [a_x, a_y, a_z] = [theta * n_x, theta * n_y, theta * n_z]
+    # Thus, axis-angle is [q_x, q_y, q_z] / (sin(theta/2) / theta)
+    # When theta = 0, (sin(theta/2) / theta) is undefined
+    # However, as theta --> 0, we can use the Taylor approximation 1/2 - theta^2 / 48
+    quat = quat * (1.0 - 2.0 * (quat[..., 0:1] < 0.0))
+    mag = torch.linalg.norm(quat[..., 1:], dim=-1)
+    half_angle = torch.atan2(mag, quat[..., 0])
+    angle = 2.0 * half_angle
+    # check whether to apply Taylor approximation
+    sin_half_angles_over_angles = torch.where(
+        angle.abs() > eps, torch.sin(half_angle) / angle, 0.5 - angle * angle / 48
+    )
+    return quat[..., 1:4] / sin_half_angles_over_angles.unsqueeze(-1)
+
+
+@torch.jit.script
+def quat_from_angle_axis(angle: torch.Tensor, axis: torch.Tensor) -> torch.Tensor:
+    """Convert rotations given as angle-axis to quaternions.
+
+    Args:
+        angle: The angle turned anti-clockwise in radians around the vector's direction. Shape is (N,).
+        axis: The axis of rotation. Shape is (N, 3).
+
+    Returns:
+        The quaternion in (w, x, y, z). Shape is (N, 4).
+    """
+    theta = (angle / 2).unsqueeze(-1)
+    xyz = normalize(axis) * theta.sin()
+    w = theta.cos()
+    return normalize(torch.cat([w, xyz], dim=-1))
+
+
+@torch.jit.script
+def quat_mul(q1: torch.Tensor, q2: torch.Tensor) -> torch.Tensor:
+    """Multiply two quaternions together.
+
+    Args:
+        q1: The first quaternion in (w, x, y, z). Shape is (..., 4).
+        q2: The second quaternion in (w, x, y, z). Shape is (..., 4).
+
+    Returns:
+        The product of the two quaternions in (w, x, y, z). Shape is (..., 4).
+
+    Raises:
+        ValueError: Input shapes of ``q1`` and ``q2`` are not matching.
+    """
+    # check input is correct
+    if q1.shape != q2.shape:
+        msg = f"Expected input quaternion shape mismatch: {q1.shape} != {q2.shape}."
+        raise ValueError(msg)
+    # reshape to (N, 4) for multiplication
+    shape = q1.shape
+    q1 = q1.reshape(-1, 4)
+    q2 = q2.reshape(-1, 4)
+    # extract components from quaternions
+    w1, x1, y1, z1 = q1[:, 0], q1[:, 1], q1[:, 2], q1[:, 3]
+    w2, x2, y2, z2 = q2[:, 0], q2[:, 1], q2[:, 2], q2[:, 3]
+    # perform multiplication
+    ww = (z1 + x1) * (x2 + y2)
+    yy = (w1 - y1) * (w2 + z2)
+    zz = (w1 + y1) * (w2 - z2)
+    xx = ww + yy + zz
+    qq = 0.5 * (xx + (z1 - x1) * (x2 - y2))
+    w = qq - ww + (z1 - y1) * (y2 - z2)
+    x = qq - xx + (x1 + w1) * (x2 + w2)
+    y = qq - yy + (w1 - x1) * (y2 + z2)
+    z = qq - zz + (z1 + y1) * (w2 - x2)
+
+    return torch.stack([w, x, y, z], dim=-1).view(shape)
+
+
+@torch.jit.script
+def yaw_quat(quat: torch.Tensor) -> torch.Tensor:
+    """Extract the yaw component of a quaternion.
+
+    Args:
+        quat: The orientation in (w, x, y, z). Shape is (..., 4)
+
+    Returns:
+        A quaternion with only yaw component.
+    """
+    shape = quat.shape
+    quat_yaw = quat.view(-1, 4)
+    qw = quat_yaw[:, 0]
+    qx = quat_yaw[:, 1]
+    qy = quat_yaw[:, 2]
+    qz = quat_yaw[:, 3]
+    yaw = torch.atan2(2 * (qw * qz + qx * qy), 1 - 2 * (qy * qy + qz * qz))
+    quat_yaw = torch.zeros_like(quat_yaw)
+    quat_yaw[:, 3] = torch.sin(yaw / 2)
+    quat_yaw[:, 0] = torch.cos(yaw / 2)
+    quat_yaw = normalize(quat_yaw)
+    return quat_yaw.view(shape)
+
+
+@torch.jit.script
+def quat_box_minus(q1: torch.Tensor, q2: torch.Tensor) -> torch.Tensor:
+    """The box-minus operator (quaternion difference) between two quaternions.
+
+    Args:
+        q1: The first quaternion in (w, x, y, z). Shape is (N, 4).
+        q2: The second quaternion in (w, x, y, z). Shape is (N, 4).
+
+    Returns:
+        The difference between the two quaternions. Shape is (N, 3).
+
+    Reference:
+        https://github.com/ANYbotics/kindr/blob/master/doc/cheatsheet/cheatsheet_latest.pdf
+    """
+    quat_diff = quat_mul(q1, quat_conjugate(q2))  # q1 * q2^-1
+    return axis_angle_from_quat(quat_diff)  # log(qd)
+
+
+@torch.jit.script
+def quat_box_plus(
+    q: torch.Tensor, delta: torch.Tensor, eps: float = 1.0e-6
+) -> torch.Tensor:
+    """The box-plus operator (quaternion update) to apply an increment to a quaternion.
+
+    Args:
+        q: The initial quaternion in (w, x, y, z). Shape is (N, 4).
+        delta: The axis-angle perturbation. Shape is (N, 3).
+            eps: A small value to avoid division by zero. Defaults to 1e-6.
+
+    Returns:
+        The updated quaternion after applying the perturbation. Shape is (N, 4).
+
+    Reference:
+        https://github.com/ANYbotics/kindr/blob/master/doc/cheatsheet/cheatsheet_latest.pdf
+    """
+    delta_norm = torch.clamp_min(
+        torch.linalg.norm(delta, dim=-1, keepdim=True), min=eps
+    )
+    delta_quat = quat_from_angle_axis(
+        delta_norm.squeeze(-1), delta / delta_norm
+    )  # exp(dq)
+    new_quat = quat_mul(delta_quat, q)  # Apply perturbation
+    return quat_unique(new_quat)
+
+
+@torch.jit.script
+def quat_apply(quat: torch.Tensor, vec: torch.Tensor) -> torch.Tensor:
+    """Apply a quaternion rotation to a vector.
+
+    Args:
+        quat: The quaternion in (w, x, y, z). Shape is (..., 4).
+        vec: The vector in (x, y, z). Shape is (..., 3).
+
+    Returns:
+        The rotated vector in (x, y, z). Shape is (..., 3).
+    """
+    # store shape
+    shape = vec.shape
+    # reshape to (N, 3) for multiplication
+    quat = quat.reshape(-1, 4)
+    vec = vec.reshape(-1, 3)
+    # extract components from quaternions
+    xyz = quat[:, 1:]
+    t = xyz.cross(vec, dim=-1) * 2
+    return (vec + quat[:, 0:1] * t + xyz.cross(t, dim=-1)).view(shape)
+
+
+@torch.jit.script
+def quat_apply_inverse(quat: torch.Tensor, vec: torch.Tensor) -> torch.Tensor:
+    """Apply an inverse quaternion rotation to a vector.
+
+    Args:
+        quat: The quaternion in (w, x, y, z). Shape is (..., 4).
+        vec: The vector in (x, y, z). Shape is (..., 3).
+
+    Returns:
+        The rotated vector in (x, y, z). Shape is (..., 3).
+    """
+    # store shape
+    shape = vec.shape
+    # reshape to (N, 3) for multiplication
+    quat = quat.reshape(-1, 4)
+    vec = vec.reshape(-1, 3)
+    # extract components from quaternions
+    xyz = quat[:, 1:]
+    t = xyz.cross(vec, dim=-1) * 2
+    return (vec - quat[:, 0:1] * t + xyz.cross(t, dim=-1)).view(shape)
+
+
+@torch.jit.script
+def quat_apply_yaw(quat: torch.Tensor, vec: torch.Tensor) -> torch.Tensor:
+    """Rotate a vector only around the yaw-direction.
+
+    Args:
+        quat: The orientation in (w, x, y, z). Shape is (N, 4).
+        vec: The vector in (x, y, z). Shape is (N, 3).
+
+    Returns:
+        The rotated vector in (x, y, z). Shape is (N, 3).
+    """
+    quat_yaw = yaw_quat(quat)
+    return quat_apply(quat_yaw, vec)
+
+
+def quat_rotate(q: torch.Tensor, v: torch.Tensor) -> torch.Tensor:
+    """Rotate a vector by a quaternion along the last dimension of q and v.
+    .. deprecated v2.1.0:
+         This function will be removed in a future release in favor of the faster implementation :meth:`quat_apply`.
+
+    Args:
+        q: The quaternion in (w, x, y, z). Shape is (..., 4).
+        v: The vector in (x, y, z). Shape is (..., 3).
+
+    Returns:
+        The rotated vector in (x, y, z). Shape is (..., 3).
+    """
+    # deprecation
+    omni.log.warn(
+        "The function 'quat_rotate' will be deprecated in favor of the faster method 'quat_apply'."
+        " Please use 'quat_apply' instead...."
+    )
+    return quat_apply(q, v)
+
+
+def quat_rotate_inverse(q: torch.Tensor, v: torch.Tensor) -> torch.Tensor:
+    """Rotate a vector by the inverse of a quaternion along the last dimension of q and v.
+
+    .. deprecated v2.1.0:
+         This function will be removed in a future release in favor of the faster implementation :meth:`quat_apply_inverse`.
+    Args:
+        q: The quaternion in (w, x, y, z). Shape is (..., 4).
+        v: The vector in (x, y, z). Shape is (..., 3).
+
+    Returns:
+        The rotated vector in (x, y, z). Shape is (..., 3).
+    """
+    omni.log.warn(
+        "The function 'quat_rotate_inverse' will be deprecated in favor of the faster method 'quat_apply_inverse'."
+        " Please use 'quat_apply_inverse' instead...."
+    )
+    return quat_apply_inverse(q, v)
+
+
+@torch.jit.script
+def quat_error_magnitude(q1: torch.Tensor, q2: torch.Tensor) -> torch.Tensor:
+    """Computes the rotation difference between two quaternions.
+
+    Args:
+        q1: The first quaternion in (w, x, y, z). Shape is (..., 4).
+        q2: The second quaternion in (w, x, y, z). Shape is (..., 4).
+
+    Returns:
+        Angular error between input quaternions in radians.
+    """
+    axis_angle_error = quat_box_minus(q1, q2)
+    return torch.norm(axis_angle_error, dim=-1)
+
+
+@torch.jit.script
+def skew_symmetric_matrix(vec: torch.Tensor) -> torch.Tensor:
+    """Computes the skew-symmetric matrix of a vector.
+
+    Args:
+        vec: The input vector. Shape is (3,) or (N, 3).
+
+    Returns:
+        The skew-symmetric matrix. Shape is (1, 3, 3) or (N, 3, 3).
+
+    Raises:
+        ValueError: If input tensor is not of shape (..., 3).
+    """
+    # check input is correct
+    if vec.shape[-1] != 3:
+        raise ValueError(
+            f"Expected input vector shape mismatch: {vec.shape} != (..., 3)."
+        )
+    # unsqueeze the last dimension
+    if vec.ndim == 1:
+        vec = vec.unsqueeze(0)
+    # create a skew-symmetric matrix
+    skew_sym_mat = torch.zeros(vec.shape[0], 3, 3, device=vec.device, dtype=vec.dtype)
+    skew_sym_mat[:, 0, 1] = -vec[:, 2]
+    skew_sym_mat[:, 0, 2] = vec[:, 1]
+    skew_sym_mat[:, 1, 2] = -vec[:, 0]
+    skew_sym_mat[:, 1, 0] = vec[:, 2]
+    skew_sym_mat[:, 2, 0] = -vec[:, 1]
+    skew_sym_mat[:, 2, 1] = vec[:, 0]
+
+    return skew_sym_mat
+
+
+"""
+Transformations
+"""
+
+
+def is_identity_pose(pos: torch.tensor, rot: torch.tensor) -> bool:
+    """Checks if input poses are identity transforms.
+
+    The function checks if the input position and orientation are close to zero and
+    identity respectively using L2-norm. It does NOT check the error in the orientation.
+
+    Args:
+        pos: The cartesian position. Shape is (N, 3).
+        rot: The quaternion in (w, x, y, z). Shape is (N, 4).
+
+    Returns:
+        True if all the input poses result in identity transform. Otherwise, False.
+    """
+    # create identity transformations
+    pos_identity = torch.zeros_like(pos)
+    rot_identity = torch.zeros_like(rot)
+    rot_identity[..., 0] = 1
+    # compare input to identity
+    return torch.allclose(pos, pos_identity) and torch.allclose(rot, rot_identity)
+
+
+@torch.jit.script
+def combine_frame_transforms(
+    t01: torch.Tensor,
+    q01: torch.Tensor,
+    t12: Optional[torch.Tensor] = None,
+    q12: Optional[torch.Tensor] = None,
+) -> tuple[torch.Tensor, torch.Tensor]:
+    r"""Combine transformations between two reference frames into a stationary frame.
+
+    It performs the following transformation operation: :math:`T_{02} = T_{01} \times T_{12}`,
+    where :math:`T_{AB}` is the homogeneous transformation matrix from frame A to B.
+
+    Args:
+        t01: Position of frame 1 w.r.t. frame 0. Shape is (N, 3).
+        q01: Quaternion orientation of frame 1 w.r.t. frame 0 in (w, x, y, z). Shape is (N, 4).
+        t12: Position of frame 2 w.r.t. frame 1. Shape is (N, 3).
+            Defaults to None, in which case the position is assumed to be zero.
+        q12: Quaternion orientation of frame 2 w.r.t. frame 1 in (w, x, y, z). Shape is (N, 4).
+            Defaults to None, in which case the orientation is assumed to be identity.
+
+    Returns:
+        A tuple containing the position and orientation of frame 2 w.r.t. frame 0.
+        Shape of the tensors are (N, 3) and (N, 4) respectively.
+    """
+    # compute orientation
+    if q12 is not None:
+        q02 = quat_mul(q01, q12)
+    else:
+        q02 = q01
+    # compute translation
+    if t12 is not None:
+        t02 = t01 + quat_apply(q01, t12)
+    else:
+        t02 = t01
+
+    return t02, q02
+
+
+def rigid_body_twist_transform(
+    v0: torch.Tensor, w0: torch.Tensor, t01: torch.Tensor, q01: torch.Tensor
+) -> tuple[torch.Tensor, torch.Tensor]:
+    r"""Transform the linear and angular velocity of a rigid body between reference frames.
+
+    Given the twist of 0 relative to frame 0, this function computes the twist of 1 relative to frame 1
+    from the position and orientation of frame 1 relative to frame 0. The transformation follows the
+    equations:
+
+    .. math::
+
+        w_11 = R_{10} w_00 = R_{01}^{-1} w_00
+        v_11 = R_{10} v_00 + R_{10} (w_00 \times t_01) = R_{01}^{-1} (v_00 + (w_00 \times t_01))
+
+    where
+
+        - :math:`R_{01}` is the rotation matrix from frame 0 to frame 1 derived from quaternion :math:`q_{01}`.
+        - :math:`t_{01}` is the position of frame 1 relative to frame 0 expressed in frame 0
+        - :math:`w_0` is the angular velocity of 0 in frame 0
+        - :math:`v_0` is the linear velocity of 0 in frame 0
+
+    Args:
+        v0: Linear velocity of 0 in frame 0. Shape is (N, 3).
+        w0: Angular velocity of 0 in frame 0. Shape is (N, 3).
+        t01: Position of frame 1 w.r.t. frame 0. Shape is (N, 3).
+        q01: Quaternion orientation of frame 1 w.r.t. frame 0 in (w, x, y, z). Shape is (N, 4).
+
+    Returns:
+        A tuple containing:
+        - The transformed linear velocity in frame 1. Shape is (N, 3).
+        - The transformed angular velocity in frame 1. Shape is (N, 3).
+    """
+    w1 = quat_rotate_inverse(q01, w0)
+    v1 = quat_rotate_inverse(q01, v0 + torch.cross(w0, t01, dim=-1))
+    return v1, w1
+
+
+# @torch.jit.script
+def subtract_frame_transforms(
+    t01: torch.Tensor,
+    q01: torch.Tensor,
+    t02: Union[torch.Tensor, None] = None,
+    q02: Union[torch.Tensor, None] = None,
+) -> tuple[torch.Tensor, torch.Tensor]:
+    r"""Subtract transformations between two reference frames into a stationary frame.
+
+    It performs the following transformation operation: :math:`T_{12} = T_{01}^{-1} \times T_{02}`,
+    where :math:`T_{AB}` is the homogeneous transformation matrix from frame A to B.
+
+    Args:
+        t01: Position of frame 1 w.r.t. frame 0. Shape is (N, 3).
+        q01: Quaternion orientation of frame 1 w.r.t. frame 0 in (w, x, y, z). Shape is (N, 4).
+        t02: Position of frame 2 w.r.t. frame 0. Shape is (N, 3).
+            Defaults to None, in which case the position is assumed to be zero.
+        q02: Quaternion orientation of frame 2 w.r.t. frame 0 in (w, x, y, z). Shape is (N, 4).
+            Defaults to None, in which case the orientation is assumed to be identity.
+
+    Returns:
+        A tuple containing the position and orientation of frame 2 w.r.t. frame 1.
+        Shape of the tensors are (N, 3) and (N, 4) respectively.
+    """
+    # compute orientation
+    q10 = quat_inv(q01)
+    if q02 is not None:
+        q12 = quat_mul(q10, q02)
+    else:
+        q12 = q10
+    # compute translation
+    if t02 is not None:
+        t12 = quat_apply(q10, t02 - t01)
+    else:
+        t12 = quat_apply(q10, -t01)
+    return t12, q12
+
+
+# @torch.jit.script
+def compute_pose_error(
+    t01: torch.Tensor,
+    q01: torch.Tensor,
+    t02: torch.Tensor,
+    q02: torch.Tensor,
+    rot_error_type: Literal["quat", "axis_angle"] = "axis_angle",
+) -> tuple[torch.Tensor, torch.Tensor]:
+    """Compute the position and orientation error between source and target frames.
+
+    Args:
+        t01: Position of source frame. Shape is (N, 3).
+        q01: Quaternion orientation of source frame in (w, x, y, z). Shape is (N, 4).
+        t02: Position of target frame. Shape is (N, 3).
+        q02: Quaternion orientation of target frame in (w, x, y, z). Shape is (N, 4).
+        rot_error_type: The rotation error type to return: "quat", "axis_angle".
+            Defaults to "axis_angle".
+
+    Returns:
+        A tuple containing position and orientation error. Shape of position error is (N, 3).
+        Shape of orientation error depends on the value of :attr:`rot_error_type`:
+
+        - If :attr:`rot_error_type` is "quat", the orientation error is returned
+          as a quaternion. Shape is (N, 4).
+        - If :attr:`rot_error_type` is "axis_angle", the orientation error is
+          returned as an axis-angle vector. Shape is (N, 3).
+
+    Raises:
+        ValueError: Invalid rotation error type.
+    """
+    # Compute quaternion error (i.e., difference quaternion)
+    # Reference: https://personal.utdallas.edu/~sxb027100/dock/quaternion.html
+    # q_current_norm = q_current * q_current_conj
+    source_quat_norm = quat_mul(q01, quat_conjugate(q01))[:, 0]
+    # q_current_inv = q_current_conj / q_current_norm
+    source_quat_inv = quat_conjugate(q01) / source_quat_norm.unsqueeze(-1)
+    # q_error = q_target * q_current_inv
+    quat_error = quat_mul(q02, source_quat_inv)
+
+    # Compute position error
+    pos_error = t02 - t01
+
+    # return error based on specified type
+    if rot_error_type == "quat":
+        return pos_error, quat_error
+    elif rot_error_type == "axis_angle":
+        # Convert to axis-angle error
+        axis_angle_error = axis_angle_from_quat(quat_error)
+        return pos_error, axis_angle_error
+    else:
+        raise ValueError(
+            f"Unsupported orientation error type: {rot_error_type}. Valid: 'quat', 'axis_angle'."
+        )
+
+
+@torch.jit.script
+def apply_delta_pose(
+    source_pos: torch.Tensor,
+    source_rot: torch.Tensor,
+    delta_pose: torch.Tensor,
+    eps: float = 1.0e-6,
+) -> tuple[torch.Tensor, torch.Tensor]:
+    """Applies delta pose transformation on source pose.
+
+    The first three elements of `delta_pose` are interpreted as cartesian position displacement.
+    The remaining three elements of `delta_pose` are interpreted as orientation displacement
+    in the angle-axis format.
+
+    Args:
+        source_pos: Position of source frame. Shape is (N, 3).
+        source_rot: Quaternion orientation of source frame in (w, x, y, z). Shape is (N, 4)..
+        delta_pose: Position and orientation displacements. Shape is (N, 6).
+        eps: The tolerance to consider orientation displacement as zero. Defaults to 1.0e-6.
+
+    Returns:
+        A tuple containing the displaced position and orientation frames.
+        Shape of the tensors are (N, 3) and (N, 4) respectively.
+    """
+    # number of poses given
+    num_poses = source_pos.shape[0]
+    device = source_pos.device
+
+    # interpret delta_pose[:, 0:3] as target position displacements
+    target_pos = source_pos + delta_pose[:, 0:3]
+    # interpret delta_pose[:, 3:6] as target rotation displacements
+    rot_actions = delta_pose[:, 3:6]
+    angle = torch.linalg.vector_norm(rot_actions, dim=1)
+    axis = rot_actions / angle.unsqueeze(-1)
+    # change from axis-angle to quat convention
+    identity_quat = torch.tensor([1.0, 0.0, 0.0, 0.0], device=device).repeat(
+        num_poses, 1
+    )
+    rot_delta_quat = torch.where(
+        angle.unsqueeze(-1).repeat(1, 4) > eps,
+        quat_from_angle_axis(angle, axis),
+        identity_quat,
+    )
+    # TODO: Check if this is the correct order for this multiplication.
+    target_rot = quat_mul(rot_delta_quat, source_rot)
+
+    return target_pos, target_rot
+
+
+# @torch.jit.script
+def transform_points(
+    points: torch.Tensor,
+    pos: Union[torch.Tensor, None] = None,
+    quat: Union[torch.Tensor, None] = None,
+) -> torch.Tensor:
+    r"""Transform input points in a given frame to a target frame.
+
+    This function transform points from a source frame to a target frame. The transformation is defined by the
+    position :math:`t` and orientation :math:`R` of the target frame in the source frame.
+
+    .. math::
+        p_{target} = R_{target} \times p_{source} + t_{target}
+
+    If the input `points` is a batch of points, the inputs `pos` and `quat` must be either a batch of
+    positions and quaternions or a single position and quaternion. If the inputs `pos` and `quat` are
+    a single position and quaternion, the same transformation is applied to all points in the batch.
+
+    If either the inputs :attr:`pos` and :attr:`quat` are None, the corresponding transformation is not applied.
+
+    Args:
+        points: Points to transform. Shape is (N, P, 3) or (P, 3).
+        pos: Position of the target frame. Shape is (N, 3) or (3,).
+            Defaults to None, in which case the position is assumed to be zero.
+        quat: Quaternion orientation of the target frame in (w, x, y, z). Shape is (N, 4) or (4,).
+            Defaults to None, in which case the orientation is assumed to be identity.
+
+    Returns:
+        Transformed points in the target frame. Shape is (N, P, 3) or (P, 3).
+
+    Raises:
+        ValueError: If the inputs `points` is not of shape (N, P, 3) or (P, 3).
+        ValueError: If the inputs `pos` is not of shape (N, 3) or (3,).
+        ValueError: If the inputs `quat` is not of shape (N, 4) or (4,).
+    """
+    points_batch = points.clone()
+    # check if inputs are batched
+    is_batched = points_batch.dim() == 3
+    # -- check inputs
+    if points_batch.dim() == 2:
+        points_batch = points_batch[None]  # (P, 3) -> (1, P, 3)
+    if points_batch.dim() != 3:
+        raise ValueError(
+            f"Expected points to have dim = 2 or dim = 3: got shape {points.shape}"
+        )
+    if not (pos is None or pos.dim() == 1 or pos.dim() == 2):
+        raise ValueError(
+            f"Expected pos to have dim = 1 or dim = 2: got shape {pos.shape}"
+        )
+    if not (quat is None or quat.dim() == 1 or quat.dim() == 2):
+        raise ValueError(
+            f"Expected quat to have dim = 1 or dim = 2: got shape {quat.shape}"
+        )
+    # -- rotation
+    if quat is not None:
+        # convert to batched rotation matrix
+        rot_mat = matrix_from_quat(quat)
+        if rot_mat.dim() == 2:
+            rot_mat = rot_mat[None]  # (3, 3) -> (1, 3, 3)
+        # convert points to matching batch size (N, P, 3) -> (N, 3, P)
+        # and apply rotation
+        points_batch = torch.matmul(rot_mat, points_batch.transpose_(1, 2))
+        # (N, 3, P) -> (N, P, 3)
+        points_batch = points_batch.transpose_(1, 2)
+    # -- translation
+    if pos is not None:
+        # convert to batched translation vector
+        if pos.dim() == 1:
+            pos = pos[None, None, :]  # (3,) -> (1, 1, 3)
+        else:
+            pos = pos[:, None, :]  # (N, 3) -> (N, 1, 3)
+        # apply translation
+        points_batch += pos
+    # -- return points in same shape as input
+    if not is_batched:
+        points_batch = points_batch.squeeze(0)  # (1, P, 3) -> (P, 3)
+
+    return points_batch
+
+
+"""
+Projection operations.
+"""
+
+
+@torch.jit.script
+def orthogonalize_perspective_depth(
+    depth: torch.Tensor, intrinsics: torch.Tensor
+) -> torch.Tensor:
+    """Converts perspective depth image to orthogonal depth image.
+
+    Perspective depth images contain distances measured from the camera's optical center.
+    Meanwhile, orthogonal depth images provide the distance from the camera's image plane.
+    This method uses the camera geometry to convert perspective depth to orthogonal depth image.
+
+    The function assumes that the width and height are both greater than 1.
+
+    Args:
+        depth: The perspective depth images. Shape is (H, W) or or (H, W, 1) or (N, H, W) or (N, H, W, 1).
+        intrinsics: The camera's calibration matrix. If a single matrix is provided, the same
+            calibration matrix is used across all the depth images in the batch.
+            Shape is (3, 3) or (N, 3, 3).
+
+    Returns:
+        The orthogonal depth images. Shape matches the input shape of depth images.
+
+    Raises:
+        ValueError: When depth is not of shape (H, W) or (H, W, 1) or (N, H, W) or (N, H, W, 1).
+        ValueError: When intrinsics is not of shape (3, 3) or (N, 3, 3).
+    """
+    # Clone inputs to avoid in-place modifications
+    perspective_depth_batch = depth.clone()
+    intrinsics_batch = intrinsics.clone()
+
+    # Check if inputs are batched
+    is_batched = perspective_depth_batch.dim() == 4 or (
+        perspective_depth_batch.dim() == 3 and perspective_depth_batch.shape[-1] != 1
+    )
+
+    # Track whether the last dimension was singleton
+    add_last_dim = False
+    if perspective_depth_batch.dim() == 4 and perspective_depth_batch.shape[-1] == 1:
+        add_last_dim = True
+        perspective_depth_batch = perspective_depth_batch.squeeze(
+            dim=3
+        )  # (N, H, W, 1) -> (N, H, W)
+    if perspective_depth_batch.dim() == 3 and perspective_depth_batch.shape[-1] == 1:
+        add_last_dim = True
+        perspective_depth_batch = perspective_depth_batch.squeeze(
+            dim=2
+        )  # (H, W, 1) -> (H, W)
+
+    if perspective_depth_batch.dim() == 2:
+        perspective_depth_batch = perspective_depth_batch[None]  # (H, W) -> (1, H, W)
+
+    if intrinsics_batch.dim() == 2:
+        intrinsics_batch = intrinsics_batch[None]  # (3, 3) -> (1, 3, 3)
+
+    if is_batched and intrinsics_batch.shape[0] == 1:
+        intrinsics_batch = intrinsics_batch.expand(
+            perspective_depth_batch.shape[0], -1, -1
+        )  # (1, 3, 3) -> (N, 3, 3)
+
+    # Validate input shapes
+    if perspective_depth_batch.dim() != 3:
+        raise ValueError(
+            f"Expected depth images to have 2, 3, or 4 dimensions; got {depth.shape}."
+        )
+    if intrinsics_batch.dim() != 3:
+        raise ValueError(
+            f"Expected intrinsics to have shape (3, 3) or (N, 3, 3); got {intrinsics.shape}."
+        )
+
+    # Image dimensions
+    im_height, im_width = perspective_depth_batch.shape[1:]
+
+    # Get the intrinsics parameters
+    fx = intrinsics_batch[:, 0, 0].view(-1, 1, 1)
+    fy = intrinsics_batch[:, 1, 1].view(-1, 1, 1)
+    cx = intrinsics_batch[:, 0, 2].view(-1, 1, 1)
+    cy = intrinsics_batch[:, 1, 2].view(-1, 1, 1)
+
+    # Create meshgrid of pixel coordinates
+    u_grid = torch.arange(im_width, device=depth.device, dtype=depth.dtype)
+    v_grid = torch.arange(im_height, device=depth.device, dtype=depth.dtype)
+    u_grid, v_grid = torch.meshgrid(u_grid, v_grid, indexing="xy")
+
+    # Expand the grids for batch processing
+    u_grid = u_grid.unsqueeze(0).expand(perspective_depth_batch.shape[0], -1, -1)
+    v_grid = v_grid.unsqueeze(0).expand(perspective_depth_batch.shape[0], -1, -1)
+
+    # Compute the squared terms for efficiency
+    x_term = ((u_grid - cx) / fx) ** 2
+    y_term = ((v_grid - cy) / fy) ** 2
+
+    # Calculate the orthogonal (normal) depth
+    orthogonal_depth = perspective_depth_batch / torch.sqrt(1 + x_term + y_term)
+
+    # Restore the last dimension if it was present in the input
+    if add_last_dim:
+        orthogonal_depth = orthogonal_depth.unsqueeze(-1)
+
+    # Return to original shape if input was not batched
+    if not is_batched:
+        orthogonal_depth = orthogonal_depth.squeeze(0)
+
+    return orthogonal_depth
+
+
+@torch.jit.script
+def unproject_depth(
+    depth: torch.Tensor, intrinsics: torch.Tensor, is_ortho: bool = True
+) -> torch.Tensor:
+    r"""Un-project depth image into a pointcloud.
+
+    This function converts orthogonal or perspective depth images into points given the calibration matrix
+    of the camera. It uses the following transformation based on camera geometry:
+
+    .. math::
+        p_{3D} = K^{-1} \times [u, v, 1]^T \times d
+
+    where :math:`p_{3D}` is the 3D point, :math:`d` is the depth value (measured from the image plane),
+    :math:`u` and :math:`v` are the pixel coordinates and :math:`K` is the intrinsic matrix.
+
+    The function assumes that the width and height are both greater than 1. This makes the function
+    deal with many possible shapes of depth images and intrinsics matrices.
+
+    .. note::
+        If :attr:`is_ortho` is False, the input depth images are transformed to orthogonal depth images
+        by using the :meth:`orthogonalize_perspective_depth` method.
+
+    Args:
+        depth: The depth measurement. Shape is (H, W) or or (H, W, 1) or (N, H, W) or (N, H, W, 1).
+        intrinsics: The camera's calibration matrix. If a single matrix is provided, the same
+            calibration matrix is used across all the depth images in the batch.
+            Shape is (3, 3) or (N, 3, 3).
+        is_ortho: Whether the input depth image is orthogonal or perspective depth image. If True, the input
+            depth image is considered as the *orthogonal* type, where the measurements are from the camera's
+            image plane. If False, the depth image is considered as the *perspective* type, where the
+            measurements are from the camera's optical center. Defaults to True.
+
+    Returns:
+        The 3D coordinates of points. Shape is (P, 3) or (N, P, 3).
+
+    Raises:
+        ValueError: When depth is not of shape (H, W) or (H, W, 1) or (N, H, W) or (N, H, W, 1).
+        ValueError: When intrinsics is not of shape (3, 3) or (N, 3, 3).
+    """
+    # clone inputs to avoid in-place modifications
+    intrinsics_batch = intrinsics.clone()
+    # convert depth image to orthogonal if needed
+    if not is_ortho:
+        depth_batch = orthogonalize_perspective_depth(depth, intrinsics)
+    else:
+        depth_batch = depth.clone()
+
+    # check if inputs are batched
+    is_batched = depth_batch.dim() == 4 or (
+        depth_batch.dim() == 3 and depth_batch.shape[-1] != 1
+    )
+    # make sure inputs are batched
+    if depth_batch.dim() == 3 and depth_batch.shape[-1] == 1:
+        depth_batch = depth_batch.squeeze(dim=2)  # (H, W, 1) -> (H, W)
+    if depth_batch.dim() == 2:
+        depth_batch = depth_batch[None]  # (H, W) -> (1, H, W)
+    if depth_batch.dim() == 4 and depth_batch.shape[-1] == 1:
+        depth_batch = depth_batch.squeeze(dim=3)  # (N, H, W, 1) -> (N, H, W)
+    if intrinsics_batch.dim() == 2:
+        intrinsics_batch = intrinsics_batch[None]  # (3, 3) -> (1, 3, 3)
+    # check shape of inputs
+    if depth_batch.dim() != 3:
+        raise ValueError(
+            f"Expected depth images to have dim = 2 or 3 or 4: got shape {depth.shape}"
+        )
+    if intrinsics_batch.dim() != 3:
+        raise ValueError(
+            f"Expected intrinsics to have shape (3, 3) or (N, 3, 3): got shape {intrinsics.shape}"
+        )
+
+    # get image height and width
+    im_height, im_width = depth_batch.shape[1:]
+    # create image points in homogeneous coordinates (3, H x W)
+    indices_u = torch.arange(im_width, device=depth.device, dtype=depth.dtype)
+    indices_v = torch.arange(im_height, device=depth.device, dtype=depth.dtype)
+    img_indices = torch.stack(
+        torch.meshgrid([indices_u, indices_v], indexing="ij"), dim=0
+    ).reshape(2, -1)
+    pixels = torch.nn.functional.pad(
+        img_indices, (0, 0, 0, 1), mode="constant", value=1.0
+    )
+    pixels = pixels.unsqueeze(0)  # (3, H x W) -> (1, 3, H x W)
+
+    # unproject points into 3D space
+    points = torch.matmul(torch.inverse(intrinsics_batch), pixels)  # (N, 3, H x W)
+    points = points / points[:, -1, :].unsqueeze(1)  # normalize by last coordinate
+    # flatten depth image (N, H, W) -> (N, H x W)
+    depth_batch = (
+        depth_batch.transpose_(1, 2).reshape(depth_batch.shape[0], -1).unsqueeze(2)
+    )
+    depth_batch = depth_batch.expand(-1, -1, 3)
+    # scale points by depth
+    points_xyz = points.transpose_(1, 2) * depth_batch  # (N, H x W, 3)
+
+    # return points in same shape as input
+    if not is_batched:
+        points_xyz = points_xyz.squeeze(0)
+
+    return points_xyz
+
+
+@torch.jit.script
+def project_points(points: torch.Tensor, intrinsics: torch.Tensor) -> torch.Tensor:
+    r"""Projects 3D points into 2D image plane.
+
+    This project 3D points into a 2D image plane. The transformation is defined by the intrinsic
+    matrix of the camera.
+
+    .. math::
+
+        \begin{align}
+            p &= K \times p_{3D}  = \\
+            p_{2D} &= \begin{pmatrix} u \\ v \\  d \end{pmatrix}
+                    = \begin{pmatrix} p[0] / p[2] \\  p[1] / p[2] \\ Z \end{pmatrix}
+        \end{align}
+
+    where :math:`p_{2D} = (u, v, d)` is the projected 3D point, :math:`p_{3D} = (X, Y, Z)` is the
+    3D point and :math:`K \in \mathbb{R}^{3 \times 3}` is the intrinsic matrix.
+
+    If `points` is a batch of 3D points and `intrinsics` is a single intrinsic matrix, the same
+    calibration matrix is applied to all points in the batch.
+
+    Args:
+        points: The 3D coordinates of points. Shape is (P, 3) or (N, P, 3).
+        intrinsics: Camera's calibration matrix. Shape is (3, 3) or (N, 3, 3).
+
+    Returns:
+        Projected 3D coordinates of points. Shape is (P, 3) or (N, P, 3).
+    """
+    # clone the inputs to avoid in-place operations modifying the original data
+    points_batch = points.clone()
+    intrinsics_batch = intrinsics.clone()
+
+    # check if inputs are batched
+    is_batched = points_batch.dim() == 2
+    # make sure inputs are batched
+    if points_batch.dim() == 2:
+        points_batch = points_batch[None]  # (P, 3) -> (1, P, 3)
+    if intrinsics_batch.dim() == 2:
+        intrinsics_batch = intrinsics_batch[None]  # (3, 3) -> (1, 3, 3)
+    # check shape of inputs
+    if points_batch.dim() != 3:
+        raise ValueError(f"Expected points to have dim = 3: got shape {points.shape}.")
+    if intrinsics_batch.dim() != 3:
+        raise ValueError(
+            f"Expected intrinsics to have shape (3, 3) or (N, 3, 3): got shape {intrinsics.shape}."
+        )
+
+    # project points into 2D image plane
+    points_2d = torch.matmul(intrinsics_batch, points_batch.transpose(1, 2))
+    points_2d = points_2d / points_2d[:, -1, :].unsqueeze(
+        1
+    )  # normalize by last coordinate
+    points_2d = points_2d.transpose_(1, 2)  # (N, 3, P) -> (N, P, 3)
+    # replace last coordinate with depth
+    points_2d[:, :, -1] = points_batch[:, :, -1]
+
+    # return points in same shape as input
+    if not is_batched:
+        points_2d = points_2d.squeeze(0)  # (1, 3, P) -> (3, P)
+
+    return points_2d
+
+
+"""
+Sampling
+"""
+
+
+@torch.jit.script
+def default_orientation(num: int, device: str) -> torch.Tensor:
+    """Returns identity rotation transform.
+
+    Args:
+        num: The number of rotations to sample.
+        device: Device to create tensor on.
+
+    Returns:
+        Identity quaternion in (w, x, y, z). Shape is (num, 4).
+    """
+    quat = torch.zeros((num, 4), dtype=torch.float32, device=device)
+    quat[..., 0] = 1.0
+
+    return quat
+
+
+@torch.jit.script
+def random_orientation(num: int, device: str) -> torch.Tensor:
+    """Returns sampled rotation in 3D as quaternion.
+
+    Args:
+        num: The number of rotations to sample.
+        device: Device to create tensor on.
+
+    Returns:
+        Sampled quaternion in (w, x, y, z). Shape is (num, 4).
+
+    Reference:
+        https://docs.scipy.org/doc/scipy/reference/generated/scipy.spatial.transform.Rotation.random.html
+    """
+    # sample random orientation from normal distribution
+    quat = torch.randn((num, 4), dtype=torch.float32, device=device)
+    # normalize the quaternion
+    return torch.nn.functional.normalize(quat, p=2.0, dim=-1, eps=1e-12)
+
+
+@torch.jit.script
+def random_yaw_orientation(num: int, device: str) -> torch.Tensor:
+    """Returns sampled rotation around z-axis.
+
+    Args:
+        num: The number of rotations to sample.
+        device: Device to create tensor on.
+
+    Returns:
+        Sampled quaternion in (w, x, y, z). Shape is (num, 4).
+    """
+    roll = torch.zeros(num, dtype=torch.float32, device=device)
+    pitch = torch.zeros(num, dtype=torch.float32, device=device)
+    yaw = 2 * torch.pi * torch.rand(num, dtype=torch.float32, device=device)
+
+    return quat_from_euler_xyz(roll, pitch, yaw)
+
+
+def sample_triangle(
+    lower: float, upper: float, size: Union[int, tuple[int, ...]], device: str
+) -> torch.Tensor:
+    """Randomly samples tensor from a triangular distribution.
+
+    Args:
+        lower: The lower range of the sampled tensor.
+        upper: The upper range of the sampled tensor.
+        size: The shape of the tensor.
+        device: Device to create tensor on.
+
+    Returns:
+        Sampled tensor. Shape is based on :attr:`size`.
+    """
+    # convert to tuple
+    if isinstance(size, int):
+        size = (size,)
+    # create random tensor in the range [-1, 1]
+    r = 2 * torch.rand(*size, device=device) - 1
+    # convert to triangular distribution
+    r = torch.where(r < 0.0, -torch.sqrt(-r), torch.sqrt(r))
+    # rescale back to [0, 1]
+    r = (r + 1.0) / 2.0
+    # rescale to range [lower, upper]
+    return (upper - lower) * r + lower
+
+
+def sample_uniform(
+    lower: Union[torch.Tensor, float],
+    upper: Union[torch.Tensor, float],
+    size: Union[int, tuple[int, ...]],
+) -> torch.Tensor:
+    """Sample uniformly within a range.
+
+    Args:
+        lower: Lower bound of uniform range.
+        upper: Upper bound of uniform range.
+        size: The shape of the tensor.
+        device: Device to create tensor on.
+
+    Returns:
+        Sampled tensor. Shape is based on :attr:`size`.
+    """
+    # convert to tuple
+    if isinstance(size, int):
+        size = (size,)
+    # return tensor
+    return torch.rand(*size, device=lower.device) * (upper - lower) + lower
+
+
+def sample_log_uniform(
+    lower: Union[torch.Tensor, float],
+    upper: Union[torch.Tensor, float],
+    size: Union[int, tuple[int, ...]],
+    device: str,
+) -> torch.Tensor:
+    r"""Sample using log-uniform distribution within a range.
+
+    The log-uniform distribution is defined as a uniform distribution in the log-space. It
+    is useful for sampling values that span several orders of magnitude. The sampled values
+    are uniformly distributed in the log-space and then exponentiated to get the final values.
+
+    .. math::
+
+        x = \exp(\text{uniform}(\log(\text{lower}), \log(\text{upper})))
+
+    Args:
+        lower: Lower bound of uniform range.
+        upper: Upper bound of uniform range.
+        size: The shape of the tensor.
+        device: Device to create tensor on.
+
+    Returns:
+        Sampled tensor. Shape is based on :attr:`size`.
+    """
+    # cast to tensor if not already
+    if not isinstance(lower, torch.Tensor):
+        lower = torch.tensor(lower, dtype=torch.float32, device=device)
+    if not isinstance(upper, torch.Tensor):
+        upper = torch.tensor(upper, dtype=torch.float32, device=device)
+    # sample in log-space and exponentiate
+    return torch.exp(sample_uniform(torch.log(lower), torch.log(upper), size, device))
+
+
+def sample_gaussian(
+    mean: Union[torch.Tensor, float],
+    std: Union[torch.Tensor, float],
+    size: Union[int, tuple[int, ...]],
+    device: str,
+) -> torch.Tensor:
+    """Sample using gaussian distribution.
+
+    Args:
+        mean: Mean of the gaussian.
+        std: Std of the gaussian.
+        size: The shape of the tensor.
+        device: Device to create tensor on.
+
+    Returns:
+        Sampled tensor.
+    """
+    if isinstance(mean, float):
+        if isinstance(size, int):
+            size = (size,)
+        return torch.normal(mean=mean, std=std, size=size).to(device=device)
+    else:
+        return torch.normal(mean=mean, std=std).to(device=device)
+
+
+def sample_cylinder(
+    radius: float,
+    h_range: tuple[float, float],
+    size: Union[int, tuple[int, ...]],
+    device: str,
+) -> torch.Tensor:
+    """Sample 3D points uniformly on a cylinder's surface.
+
+    The cylinder is centered at the origin and aligned with the z-axis. The height of the cylinder is
+    sampled uniformly from the range :obj:`h_range`, while the radius is fixed to :obj:`radius`.
+
+    The sampled points are returned as a tensor of shape :obj:`(*size, 3)`, i.e. the last dimension
+    contains the x, y, and z coordinates of the sampled points.
+
+    Args:
+        radius: The radius of the cylinder.
+        h_range: The minimum and maximum height of the cylinder.
+        size: The shape of the tensor.
+        device: Device to create tensor on.
+
+    Returns:
+        Sampled tensor. Shape is :obj:`(*size, 3)`.
+    """
+    # sample angles
+    angles = (torch.rand(size, device=device) * 2 - 1) * torch.pi
+    h_min, h_max = h_range
+    # add shape
+    if isinstance(size, int):
+        size = (size, 3)
+    else:
+        size += (3,)
+    # allocate a tensor
+    xyz = torch.zeros(size, device=device)
+    xyz[..., 0] = radius * torch.cos(angles)
+    xyz[..., 1] = radius * torch.sin(angles)
+    xyz[..., 2].uniform_(h_min, h_max)
+    # return positions
+    return xyz
+
+
+"""
+Orientation Conversions
+"""
+
+
+def convert_camera_frame_orientation_convention(
+    orientation: torch.Tensor,
+    origin: Literal["opengl", "ros", "world"] = "opengl",
+    target: Literal["opengl", "ros", "world"] = "ros",
+) -> torch.Tensor:
+    r"""Converts a quaternion representing a rotation from one convention to another.
+
+    In USD, the camera follows the ``"opengl"`` convention. Thus, it is always in **Y up** convention.
+    This means that the camera is looking down the -Z axis with the +Y axis pointing up , and +X axis pointing right.
+    However, in ROS, the camera is looking down the +Z axis with the +Y axis pointing down, and +X axis pointing right.
+    Thus, the camera needs to be rotated by :math:`180^{\circ}` around the X axis to follow the ROS convention.
+
+    .. math::
+
+        T_{ROS} = \begin{bmatrix} 1 & 0 & 0 & 0 \\ 0 & -1 & 0 & 0 \\ 0 & 0 & -1 & 0 \\ 0 & 0 & 0 & 1 \end{bmatrix} T_{USD}
+
+    On the other hand, the typical world coordinate system is with +X pointing forward, +Y pointing left,
+    and +Z pointing up. The camera can also be set in this convention by rotating the camera by :math:`90^{\circ}`
+    around the X axis and :math:`-90^{\circ}` around the Y axis.
+
+    .. math::
+
+        T_{WORLD} = \begin{bmatrix} 0 & 0 & -1 & 0 \\ -1 & 0 & 0 & 0 \\ 0 & 1 & 0 & 0 \\ 0 & 0 & 0 & 1 \end{bmatrix} T_{USD}
+
+    Thus, based on their application, cameras follow different conventions for their orientation. This function
+    converts a quaternion from one convention to another.
+
+    Possible conventions are:
+
+    - :obj:`"opengl"` - forward axis: -Z - up axis +Y - Offset is applied in the OpenGL (Usd.Camera) convention
+    - :obj:`"ros"`    - forward axis: +Z - up axis -Y - Offset is applied in the ROS convention
+    - :obj:`"world"`  - forward axis: +X - up axis +Z - Offset is applied in the World Frame convention
+
+    Args:
+        orientation: Quaternion of form `(w, x, y, z)` with shape (..., 4) in source convention.
+        origin: Convention to convert from. Defaults to "opengl".
+        target: Convention to convert to. Defaults to "ros".
+
+    Returns:
+        Quaternion of form `(w, x, y, z)` with shape (..., 4) in target convention
+    """
+    if target == origin:
+        return orientation.clone()
+
+    # -- unify input type
+    if origin == "ros":
+        # convert from ros to opengl convention
+        rotm = matrix_from_quat(orientation)
+        rotm[:, :, 2] = -rotm[:, :, 2]
+        rotm[:, :, 1] = -rotm[:, :, 1]
+        # convert to opengl convention
+        quat_gl = quat_from_matrix(rotm)
+    elif origin == "world":
+        # convert from world (x forward and z up) to opengl convention
+        rotm = matrix_from_quat(orientation)
+        rotm = torch.matmul(
+            rotm,
+            matrix_from_euler(
+                torch.tensor([math.pi / 2, -math.pi / 2, 0], device=orientation.device),
+                "XYZ",
+            ),
+        )
+        # convert to isaac-sim convention
+        quat_gl = quat_from_matrix(rotm)
+    else:
+        quat_gl = orientation
+
+    # -- convert to target convention
+    if target == "ros":
+        # convert from opengl to ros convention
+        rotm = matrix_from_quat(quat_gl)
+        rotm[:, :, 2] = -rotm[:, :, 2]
+        rotm[:, :, 1] = -rotm[:, :, 1]
+        return quat_from_matrix(rotm)
+    elif target == "world":
+        # convert from opengl to world (x forward and z up) convention
+        rotm = matrix_from_quat(quat_gl)
+        rotm = torch.matmul(
+            rotm,
+            matrix_from_euler(
+                torch.tensor([math.pi / 2, -math.pi / 2, 0], device=orientation.device),
+                "XYZ",
+            ).T,
+        )
+        return quat_from_matrix(rotm)
+    else:
+        return quat_gl.clone()
+
+
+def create_rotation_matrix_from_view(
+    eyes: torch.Tensor,
+    targets: torch.Tensor,
+    up_axis: Literal["Y", "Z"] = "Z",
+    device: str = "cpu",
+) -> torch.Tensor:
+    """Compute the rotation matrix from world to view coordinates.
+
+    This function takes a vector ''eyes'' which specifies the location
+    of the camera in world coordinates and the vector ''targets'' which
+    indicate the position of the object.
+    The output is a rotation matrix representing the transformation
+    from world coordinates -> view coordinates.
+
+        The inputs eyes and targets can each be a
+        - 3 element tuple/list
+        - torch tensor of shape (1, 3)
+        - torch tensor of shape (N, 3)
+
+    Args:
+        eyes: Position of the camera in world coordinates.
+        targets: Position of the object in world coordinates.
+        up_axis: The up axis of the camera. Defaults to "Z".
+        device: The device to create torch tensors on. Defaults to "cpu".
+
+    The vectors are broadcast against each other so they all have shape (N, 3).
+
+    Returns:
+        R: (N, 3, 3) batched rotation matrices
+
+    Reference:
+    Based on PyTorch3D (https://github.com/facebookresearch/pytorch3d/blob/eaf0709d6af0025fe94d1ee7cec454bc3054826a/pytorch3d/renderer/cameras.py#L1635-L1685)
+    """
+    if up_axis == "Y":
+        up_axis_vec = torch.tensor(
+            (0, 1, 0), device=device, dtype=torch.float32
+        ).repeat(eyes.shape[0], 1)
+    elif up_axis == "Z":
+        up_axis_vec = torch.tensor(
+            (0, 0, 1), device=device, dtype=torch.float32
+        ).repeat(eyes.shape[0], 1)
+    else:
+        raise ValueError(f"Invalid up axis: {up_axis}. Valid options are 'Y' and 'Z'.")
+
+    # get rotation matrix in opengl format (-Z forward, +Y up)
+    z_axis = -torch.nn.functional.normalize(targets - eyes, eps=1e-5)
+    x_axis = torch.nn.functional.normalize(
+        torch.cross(up_axis_vec, z_axis, dim=1), eps=1e-5
+    )
+    y_axis = torch.nn.functional.normalize(torch.cross(z_axis, x_axis, dim=1), eps=1e-5)
+    is_close = torch.isclose(x_axis, torch.tensor(0.0), atol=5e-3).all(
+        dim=1, keepdim=True
+    )
+    if is_close.any():
+        replacement = torch.nn.functional.normalize(
+            torch.cross(y_axis, z_axis, dim=1), eps=1e-5
+        )
+        x_axis = torch.where(is_close, replacement, x_axis)
+    R = torch.cat((x_axis[:, None, :], y_axis[:, None, :], z_axis[:, None, :]), dim=1)
+    return R.transpose(1, 2)
+
+
+def make_pose(pos: torch.Tensor, rot: torch.Tensor) -> torch.Tensor:
+    """Creates transformation matrices from positions and rotation matrices.
+
+    Args:
+        pos: Batch of position vectors with last dimension of 3.
+        rot: Batch of rotation matrices with last 2 dimensions of (3, 3).
+
+    Returns:
+        Batch of pose matrices with last 2 dimensions of (4, 4).
+    """
+    assert isinstance(pos, torch.Tensor), "Input must be a torch tensor"
+    assert isinstance(rot, torch.Tensor), "Input must be a torch tensor"
+    assert pos.shape[:-1] == rot.shape[:-2]
+    assert pos.shape[-1] == rot.shape[-2] == rot.shape[-1] == 3
+    pose = torch.zeros(pos.shape[:-1] + (4, 4), dtype=pos.dtype, device=pos.device)
+    pose[..., :3, :3] = rot
+    pose[..., :3, 3] = pos
+    pose[..., 3, 3] = 1.0
+    return pose
+
+
+def unmake_pose(pose: torch.Tensor) -> tuple[torch.Tensor, torch.Tensor]:
+    """Splits transformation matrices into positions and rotation matrices.
+
+    Args:
+        pose: Batch of pose matrices with last 2 dimensions of (4, 4).
+
+    Returns:
+        Tuple containing:
+            - Batch of position vectors with last dimension of 3.
+            - Batch of rotation matrices with last 2 dimensions of (3, 3).
+    """
+    assert isinstance(pose, torch.Tensor), "Input must be a torch tensor"
+    return pose[..., :3, 3], pose[..., :3, :3]
+
+
+def pose_inv(pose: torch.Tensor) -> torch.Tensor:
+    """Computes the inverse of transformation matrices.
+
+    The inverse of a pose matrix [R t; 0 1] is [R.T -R.T*t; 0 1].
+
+    Args:
+        pose: Batch of pose matrices with last 2 dimensions of (4, 4).
+
+    Returns:
+        Batch of inverse pose matrices with last 2 dimensions of (4, 4).
+    """
+    assert isinstance(pose, torch.Tensor), "Input must be a torch tensor"
+    num_axes = len(pose.shape)
+    assert num_axes >= 2
+
+    inv_pose = torch.zeros_like(pose)
+
+    # Take transpose of last 2 dimensions
+    inv_pose[..., :3, :3] = pose[..., :3, :3].transpose(-1, -2)
+
+    # note: PyTorch matmul wants shapes [..., 3, 3] x [..., 3, 1] -> [..., 3, 1] so we add a dimension and take it away after
+    inv_pose[..., :3, 3] = torch.matmul(-inv_pose[..., :3, :3], pose[..., :3, 3:4])[
+        ..., 0
+    ]
+    inv_pose[..., 3, 3] = 1.0
+    return inv_pose
+
+
+def pose_in_A_to_pose_in_B(
+    pose_in_A: torch.Tensor, pose_A_in_B: torch.Tensor
+) -> torch.Tensor:
+    """Converts poses from one coordinate frame to another.
+
+    Transforms matrices representing point C in frame A
+    to matrices representing the same point C in frame B.
+
+    Example usage:
+
+    frame_C_in_B = pose_in_A_to_pose_in_B(frame_C_in_A, frame_A_in_B)
+
+    Args:
+        pose_in_A: Batch of transformation matrices of point C in frame A.
+        pose_A_in_B: Batch of transformation matrices of frame A in frame B.
+
+    Returns:
+        Batch of transformation matrices of point C in frame B.
+    """
+    assert isinstance(pose_in_A, torch.Tensor), "Input must be a torch tensor"
+    assert isinstance(pose_A_in_B, torch.Tensor), "Input must be a torch tensor"
+    return torch.matmul(pose_A_in_B, pose_in_A)
+
+
+def quat_slerp(q1: torch.Tensor, q2: torch.Tensor, tau: float) -> torch.Tensor:
+    """Performs spherical linear interpolation (SLERP) between two quaternions.
+
+    This function does not support batch processing.
+
+    Args:
+        q1: First quaternion in (w, x, y, z) format.
+        q2: Second quaternion in (w, x, y, z) format.
+        tau: Interpolation coefficient between 0 (q1) and 1 (q2).
+
+    Returns:
+        Interpolated quaternion in (w, x, y, z) format.
+    """
+    assert isinstance(q1, torch.Tensor), "Input must be a torch tensor"
+    assert isinstance(q2, torch.Tensor), "Input must be a torch tensor"
+    if tau == 0.0:
+        return q1
+    elif tau == 1.0:
+        return q2
+    d = torch.dot(q1, q2)
+    if abs(abs(d) - 1.0) < torch.finfo(q1.dtype).eps * 4.0:
+        return q1
+    if d < 0.0:
+        # Invert rotation
+        d = -d
+        q2 *= -1.0
+    angle = torch.acos(torch.clamp(d, -1, 1))
+    if abs(angle) < torch.finfo(q1.dtype).eps * 4.0:
+        return q1
+    isin = 1.0 / torch.sin(angle)
+    q1 = q1 * torch.sin((1.0 - tau) * angle) * isin
+    q2 = q2 * torch.sin(tau * angle) * isin
+    q1 = q1 + q2
+    return q1
+
+
+def interpolate_rotations(
+    R1: torch.Tensor, R2: torch.Tensor, num_steps: int, axis_angle: bool = True
+) -> torch.Tensor:
+    """Interpolates between two rotation matrices.
+
+    Args:
+        R1: First rotation matrix. (4x4).
+        R2: Second rotation matrix. (4x4).
+        num_steps: Number of desired interpolated rotations (excluding start and end).
+        axis_angle: If True, interpolate in axis-angle representation;
+                   otherwise use slerp. Defaults to True.
+
+    Returns:
+        Stack of interpolated rotation matrices of shape (num_steps + 1, 4, 4),
+        including the start and end rotations.
+    """
+    assert isinstance(R1, torch.Tensor), "Input must be a torch tensor"
+    assert isinstance(R2, torch.Tensor), "Input must be a torch tensor"
+    if axis_angle:
+        # Delta rotation expressed as axis-angle
+        delta_rot_mat = torch.matmul(R2, R1.transpose(-1, -2))
+        delta_quat = quat_from_matrix(delta_rot_mat)
+        delta_axis_angle = axis_angle_from_quat(delta_quat)
+
+        # Grab angle
+        delta_angle = torch.linalg.norm(delta_axis_angle)
+
+        # Fix the axis, and chunk the angle up into steps
+        rot_step_size = delta_angle / num_steps
+
+        # Convert into delta rotation matrices, and then convert to absolute rotations
+        if delta_angle < 0.05:
+            # Small angle - don't bother with interpolation
+            rot_steps = torch.stack([R2 for _ in range(num_steps)])
+        else:
+            # Make sure that axis is a unit vector
+            delta_axis = delta_axis_angle / delta_angle
+            delta_rot_steps = [
+                matrix_from_quat(quat_from_angle_axis(i * rot_step_size, delta_axis))
+                for i in range(num_steps)
+            ]
+            rot_steps = torch.stack(
+                [torch.matmul(delta_rot_steps[i], R1) for i in range(num_steps)]
+            )
+    else:
+        q1 = quat_from_matrix(R1)
+        q2 = quat_from_matrix(R2)
+        rot_steps = torch.stack(
+            [
+                matrix_from_quat(quat_slerp(q1, q2, tau=float(i) / num_steps))
+                for i in range(num_steps)
+            ]
+        )
+
+    # Add in endpoint
+    rot_steps = torch.cat([rot_steps, R2[None]], dim=0)
+
+    return rot_steps
+
+
+def interpolate_poses(
+    pose_1: torch.Tensor,
+    pose_2: torch.Tensor,
+    num_steps: int = None,
+    step_size: float = None,
+    perturb: bool = False,
+) -> tuple[torch.Tensor, int]:
+    """Performs linear interpolation between two poses.
+
+    Args:
+        pose_1: 4x4 start pose.
+        pose_2: 4x4 end pose.
+        num_steps: If provided, specifies the number of desired interpolated points.
+                  Passing 0 corresponds to no interpolation. If None, step_size must be provided.
+        step_size: If provided, determines number of steps based on distance between poses.
+        perturb: If True, randomly perturbs interpolated position points.
+
+    Returns:
+        Tuple containing:
+            - Array of shape (N + 2, 4, 4) corresponding to the interpolated pose path.
+            - Number of interpolated points (N) in the path.
+    """
+    assert isinstance(pose_1, torch.Tensor), "Input must be a torch tensor"
+    assert isinstance(pose_2, torch.Tensor), "Input must be a torch tensor"
+    assert step_size is None or num_steps is None
+
+    pos1, rot1 = unmake_pose(pose_1)
+    pos2, rot2 = unmake_pose(pose_2)
+
+    if num_steps == 0:
+        # Skip interpolation
+        return (
+            torch.cat([pos1[None], pos2[None]], dim=0),
+            torch.cat([rot1[None], rot2[None]], dim=0),
+            num_steps,
+        )
+
+    delta_pos = pos2 - pos1
+    if num_steps is None:
+        assert torch.norm(delta_pos) > 0
+        num_steps = math.ceil(torch.norm(delta_pos) / step_size)
+
+    num_steps += 1  # Include starting pose
+    assert num_steps >= 2
+
+    # Linear interpolation of positions
+    pos_step_size = delta_pos / num_steps
+    grid = torch.arange(num_steps, dtype=torch.float32)
+    if perturb:
+        # Move interpolation grid points by up to half-size forward or backward
+        perturbations = torch.rand(num_steps - 2) - 0.5
+        grid[1:-1] += perturbations
+    pos_steps = torch.stack([pos1 + grid[i] * pos_step_size for i in range(num_steps)])
+
+    # Add in endpoint
+    pos_steps = torch.cat([pos_steps, pos2[None]], dim=0)
+
+    # Interpolate rotations
+    rot_steps = interpolate_rotations(
+        R1=rot1, R2=rot2, num_steps=num_steps, axis_angle=True
+    )
+
+    pose_steps = make_pose(pos_steps, rot_steps)
+    return pose_steps, num_steps - 1
+
+
+def transform_poses_from_frame_A_to_frame_B(
+    src_poses: torch.Tensor, frame_A: torch.Tensor, frame_B: torch.Tensor
+) -> torch.Tensor:
+    """Transforms poses from one coordinate frame to another preserving relative poses.
+
+    Args:
+        src_poses: Input pose sequence (shape [T, 4, 4]) from source demonstration.
+        frame_A: 4x4 frame A pose.
+        frame_B: 4x4 frame B pose.
+
+    Returns:
+        Transformed pose sequence of shape [T, 4, 4].
+    """
+    # Transform source end effector poses to be relative to source object frame
+    src_poses_rel_frame_B = pose_in_A_to_pose_in_B(
+        pose_in_A=src_poses,
+        pose_A_in_B=pose_inv(frame_B[None]),
+    )
+
+    # Apply relative poses to current object frame to obtain new target eef poses
+    transformed_poses = pose_in_A_to_pose_in_B(
+        pose_in_A=src_poses_rel_frame_B,
+        pose_A_in_B=frame_A[None],
+    )
+    return transformed_poses
+
+
+def generate_random_rotation(rot_boundary: float = (2 * math.pi)) -> torch.Tensor:
+    """Generates a random rotation matrix using Euler angles.
+
+    Args:
+        rot_boundary: Range for random rotation angles around each axis (x, y, z).
+
+    Returns:
+        3x3 rotation matrix.
+    """
+    angles = torch.rand(3) * rot_boundary
+    Rx = torch.tensor(
+        [
+            [1, 0, 0],
+            [0, torch.cos(angles[0]), -torch.sin(angles[0])],
+            [0, torch.sin(angles[0]), torch.cos(angles[0])],
+        ]
+    )
+
+    Ry = torch.tensor(
+        [
+            [torch.cos(angles[1]), 0, torch.sin(angles[1])],
+            [0, 1, 0],
+            [-torch.sin(angles[1]), 0, torch.cos(angles[1])],
+        ]
+    )
+
+    Rz = torch.tensor(
+        [
+            [torch.cos(angles[2]), -torch.sin(angles[2]), 0],
+            [torch.sin(angles[2]), torch.cos(angles[2]), 0],
+            [0, 0, 1],
+        ]
+    )
+
+    # Combined rotation matrix
+    R = torch.matmul(torch.matmul(Rz, Ry), Rx)
+    return R
+
+
+def generate_random_translation(pos_boundary: float = 1) -> torch.Tensor:
+    """Generates a random translation vector.
+
+    Args:
+        pos_boundary: Range for random translation values in 3D space.
+
+    Returns:
+        3-element translation vector.
+    """
+    return (
+        torch.rand(3) * 2 * pos_boundary - pos_boundary
+    )  # Random translation in 3D space
+
+
+def generate_random_transformation_matrix(
+    pos_boundary: float = 1, rot_boundary: float = (2 * math.pi)
+) -> torch.Tensor:
+    """Generates a random transformation matrix combining rotation and translation.
+
+    Args:
+        pos_boundary: Range for random translation values.
+        rot_boundary: Range for random rotation angles.
+
+    Returns:
+        4x4 transformation matrix.
+    """
+    R = generate_random_rotation(rot_boundary)
+    translation = generate_random_translation(pos_boundary)
+
+    # Create the transformation matrix
+    T = torch.eye(4)
+    T[:3, :3] = R
+    T[:3, 3] = translation
+
+    return T
diff --git a/embodichain/utils/module_utils.py b/embodichain/utils/module_utils.py
new file mode 100644
index 00000000..a62eb41c
--- /dev/null
+++ b/embodichain/utils/module_utils.py
@@ -0,0 +1,217 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import importlib
+from typing import List, Union, Optional, Callable, Any
+
+
+def find_function_from_modules(
+    function_name: str, modules: List[Union[str, Any]], raise_if_not_found: bool = True
+) -> Optional[Callable]:
+    """
+    Find a function from multiple Python modules.
+
+    Args:
+        function_name (str): Name of the function to find
+        modules (List[Union[str, Any]]): List of module names (strings) or module objects
+        raise_if_not_found (bool): Whether to raise an exception if function is not found
+
+    Returns:
+        Optional[Callable]: The function if found, None otherwise
+
+    Raises:
+        AttributeError: If function is not found and raise_if_not_found is True
+        ImportError: If a module cannot be imported
+    """
+    for module in modules:
+        try:
+            # Handle both module names (strings) and module objects
+            if isinstance(module, str):
+                mod = importlib.import_module(module)
+            else:
+                mod = module
+
+            # Check if the function exists in this module
+            if hasattr(mod, function_name):
+                return getattr(mod, function_name)
+
+        except ImportError as e:
+            print(f"Warning: Could not import module {module}: {e}")
+            continue
+
+    if raise_if_not_found:
+        raise AttributeError(
+            f"Function '{function_name}' not found in any of the provided modules: {modules}"
+        )
+
+    return None
+
+
+def find_class_from_modules(
+    class_name: str, modules: List[Union[str, Any]], raise_if_not_found: bool = True
+) -> Optional[type]:
+    """
+    Find a class from multiple Python modules.
+
+    Args:
+        class_name (str): Name of the class to find
+        modules (List[Union[str, Any]]): List of module names (strings) or module objects
+        raise_if_not_found (bool): Whether to raise an exception if class is not found
+
+    Returns:
+        Optional[type]: The class if found, None otherwise
+
+    Raises:
+        AttributeError: If class is not found and raise_if_not_found is True
+        ImportError: If a module cannot be imported
+    """
+    for module in modules:
+        try:
+            # Handle both module names (strings) and module objects
+            if isinstance(module, str):
+                mod = importlib.import_module(module)
+            else:
+                mod = module
+
+            # Check if the class exists in this module
+            if hasattr(mod, class_name):
+                return getattr(mod, class_name)
+
+        except ImportError as e:
+            print(f"Warning: Could not import module {module}: {e}")
+            continue
+
+    if raise_if_not_found:
+        raise AttributeError(
+            f"Class '{class_name}' not found in any of the provided modules: {modules}"
+        )
+
+    return None
+
+
+def get_all_functions_from_module(module: Union[str, Any]) -> dict:
+    """
+    Get all functions from a module.
+
+    Args:
+        module (Union[str, Any]): Module name (string) or module object
+
+    Returns:
+        dict: Dictionary mapping function names to function objects
+    """
+    import inspect
+
+    if isinstance(module, str):
+        mod = importlib.import_module(module)
+    else:
+        mod = module
+
+    functions = {}
+    for name, obj in inspect.getmembers(mod):
+        if inspect.isfunction(obj):
+            functions[name] = obj
+
+    return functions
+
+
+def find_function_by_pattern(
+    pattern: str, modules: List[Union[str, Any]], case_sensitive: bool = True
+) -> dict:
+    """
+    Find functions matching a pattern from multiple modules.
+
+    Args:
+        pattern (str): Pattern to match (supports wildcards * and ?)
+        modules (List[Union[str, Any]]): List of module names or module objects
+        case_sensitive (bool): Whether the search should be case sensitive
+
+    Returns:
+        dict: Dictionary mapping module names to dictionaries of matching functions
+    """
+    import fnmatch
+
+    results = {}
+
+    for module in modules:
+        try:
+            if isinstance(module, str):
+                mod = importlib.import_module(module)
+                module_name = module
+            else:
+                mod = module
+                module_name = mod.__name__
+
+            module_functions = get_all_functions_from_module(mod)
+            matching_functions = {}
+
+            for func_name, func_obj in module_functions.items():
+                if case_sensitive:
+                    if fnmatch.fnmatch(func_name, pattern):
+                        matching_functions[func_name] = func_obj
+                else:
+                    if fnmatch.fnmatch(func_name.lower(), pattern.lower()):
+                        matching_functions[func_name] = func_obj
+
+            if matching_functions:
+                results[module_name] = matching_functions
+
+        except ImportError as e:
+            print(f"Warning: Could not import module {module}: {e}")
+            continue
+
+    return results
+
+
+def get_all_exported_items_from_module(module: Union[str, Any]) -> List[str]:
+    """
+    Get all exported items from a module by checking its __all__ attribute.
+
+    Args:
+        module (Union[str, Any]): Module name (string) or module object
+
+    Returns:
+        List[str]: List of exported item names
+    """
+    if isinstance(module, str):
+        mod = importlib.import_module(module)
+    else:
+        mod = module
+
+    if hasattr(mod, "__all__"):
+        return list(mod.__all__)
+    else:
+        # If __all__ is not defined, return all public attributes (not starting with _)
+        return [name for name in dir(mod) if not name.startswith("_")]
+
+
+# Example usage and test functions
+if __name__ == "__main__":
+    # Example 1: Find a specific function from multiple modules
+    modules_to_search = ["math", "os", "sys"]
+
+    # Find 'sqrt' function
+    sqrt_func = find_function_from_modules(
+        "sqrt", modules_to_search, raise_if_not_found=False
+    )
+    if sqrt_func:
+        print(f"Found sqrt function: {sqrt_func}")
+        print(f"sqrt(16) = {sqrt_func(16)}")
+
+    # Example 2: Find functions by pattern
+    pattern_results = find_function_by_pattern(
+        "*path*", ["os", "os.path"], case_sensitive=False
+    )
+    print(f"Functions matching '*path*': {pattern_results}")
diff --git a/embodichain/utils/string.py b/embodichain/utils/string.py
new file mode 100644
index 00000000..ba794f75
--- /dev/null
+++ b/embodichain/utils/string.py
@@ -0,0 +1,336 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+# All rights reserved.
+#
+# This file incorporates code from the Isaac Lab Project
+# Copyright (c) 2022-2025, The Isaac Lab Project Developers
+# (https://github.com/isaac-sim/IsaacLab/blob/main/CONTRIBUTORS.md).
+# All rights reserved.
+#
+# SPDX-License-Identifier: BSD-3-Clause
+# ----------------------------------------------------------------------------
+
+
+import ast
+import importlib
+import inspect
+import re
+from collections.abc import Callable, Sequence
+from typing import Any, Union
+
+
+def callable_to_string(value: Callable) -> str:
+    """Converts a callable object to a string.
+
+    Args:
+        value: A callable object.
+
+    Raises:
+        ValueError: When the input argument is not a callable object.
+
+    Returns:
+        A string representation of the callable object.
+    """
+    # check if callable
+    if not callable(value):
+        raise ValueError(f"The input argument is not callable: {value}.")
+    # check if lambda function
+    if value.__name__ == "<lambda>":
+        # we resolve the lambda expression by checking the source code and extracting the line with lambda expression
+        # we also remove any comments from the line
+        lambda_line = (
+            inspect.getsourcelines(value)[0][0]
+            .strip()
+            .split("lambda")[1]
+            .strip()
+            .split(",")[0]
+        )
+        lambda_line = re.sub(r"#.*$", "", lambda_line).rstrip()
+        return f"lambda {lambda_line}"
+    else:
+        # get the module and function name
+        module_name = value.__module__
+        function_name = value.__name__
+        # return the string
+        return f"{module_name}:{function_name}"
+
+
+def string_to_callable(name: str) -> Callable:
+    """Resolves the module and function names to return the function.
+
+    Args:
+        name: The function name. The format should be 'module:attribute_name' or a
+            lambda expression of format: 'lambda x: x'.
+
+    Raises:
+        ValueError: When the resolved attribute is not a function.
+        ValueError: When the module cannot be found.
+
+    Returns:
+        Callable: The function loaded from the module.
+    """
+    try:
+        if is_lambda_expression(name):
+            callable_object = eval(name)
+        else:
+            mod_name, attr_name = name.split(":")
+            mod = importlib.import_module(mod_name)
+            callable_object = getattr(mod, attr_name)
+        # check if attribute is callable
+        if callable(callable_object):
+            return callable_object
+        else:
+            raise AttributeError(f"The imported object is not callable: '{name}'")
+    except (ValueError, ModuleNotFoundError) as e:
+        msg = (
+            f"Could not resolve the input string '{name}' into callable object."
+            " The format of input should be 'module:attribute_name'.\n"
+            f"Received the error:\n {e}."
+        )
+        raise ValueError(msg)
+
+
+def is_regular_expression(pattern: str) -> bool:
+    """Checks if the input string is a valid regular expression.
+    Args:
+        pattern: The input string to check.
+
+    Returns:
+        bool: True if the input string is a valid regular expression, False otherwise.
+    """
+    try:
+        re.compile(pattern)
+        return True
+    except re.error:
+        return False
+
+
+def remove_regex_chars(pattern: str) -> str:
+    """Remove common regex metacharacters from the input pattern.
+    Args:
+        pattern: The input string pattern.
+
+    Returns:
+        The cleaned pattern with regex metacharacters removed.
+    """
+    # Remove common regex metacharacters
+    regex_chars = r"[\.\*\+\?\[\]\(\)\{\}\^\$\|\\]"
+    return re.sub(regex_chars, "", pattern)
+
+
+def is_lambda_expression(name: str) -> bool:
+    """Checks if the input string is a lambda expression.
+
+    Args:
+        name: The input string.
+
+    Returns:
+        Whether the input string is a lambda expression.
+    """
+    try:
+        ast.parse(name)
+        return isinstance(ast.parse(name).body[0], ast.Expr) and isinstance(
+            ast.parse(name).body[0].value, ast.Lambda
+        )
+    except SyntaxError:
+        return False
+
+
+def resolve_matching_names(
+    keys: Union[str, Sequence[str]],
+    list_of_strings: Sequence[str],
+    preserve_order: bool = False,
+) -> tuple[list[int], list[str]]:
+    """Match a list of query regular expressions against a list of strings and return the matched indices and names.
+
+    When a list of query regular expressions is provided, the function checks each target string against each
+    query regular expression and returns the indices of the matched strings and the matched strings.
+
+    If the :attr:`preserve_order` is True, the ordering of the matched indices and names is the same as the order
+    of the provided list of strings. This means that the ordering is dictated by the order of the target strings
+    and not the order of the query regular expressions.
+
+    If the :attr:`preserve_order` is False, the ordering of the matched indices and names is the same as the order
+    of the provided list of query regular expressions.
+
+    For example, consider the list of strings is ['a', 'b', 'c', 'd', 'e'] and the regular expressions are ['a|c', 'b'].
+    If :attr:`preserve_order` is False, then the function will return the indices of the matched strings and the
+    strings as: ([0, 1, 2], ['a', 'b', 'c']). When :attr:`preserve_order` is True, it will return them as:
+    ([0, 2, 1], ['a', 'c', 'b']).
+
+    Note:
+        The function does not sort the indices. It returns the indices in the order they are found.
+
+    Args:
+        keys: A regular expression or a list of regular expressions to match the strings in the list.
+        list_of_strings: A list of strings to match.
+        preserve_order: Whether to preserve the order of the query keys in the returned values. Defaults to False.
+
+    Returns:
+        A tuple of lists containing the matched indices and names.
+
+    Raises:
+        ValueError: When multiple matches are found for a string in the list.
+        ValueError: When not all regular expressions are matched.
+    """
+    # resolve name keys
+    if isinstance(keys, str):
+        keys = [keys]
+    # find matching patterns
+    index_list = []
+    names_list = []
+    key_idx_list = []
+    # book-keeping to check that we always have a one-to-one mapping
+    # i.e. each target string should match only one regular expression
+    target_strings_match_found = [None for _ in range(len(list_of_strings))]
+    keys_match_found = [[] for _ in range(len(keys))]
+    # loop over all target strings
+    for target_index, potential_match_string in enumerate(list_of_strings):
+        for key_index, re_key in enumerate(keys):
+            if re.fullmatch(re_key, potential_match_string):
+                # check if match already found
+                if target_strings_match_found[target_index]:
+                    raise ValueError(
+                        f"Multiple matches for '{potential_match_string}':"
+                        f" '{target_strings_match_found[target_index]}' and '{re_key}'!"
+                    )
+                # add to list
+                target_strings_match_found[target_index] = re_key
+                index_list.append(target_index)
+                names_list.append(potential_match_string)
+                key_idx_list.append(key_index)
+                # add for regex key
+                keys_match_found[key_index].append(potential_match_string)
+    # reorder keys if they should be returned in order of the query keys
+    if preserve_order:
+        reordered_index_list = [None] * len(index_list)
+        global_index = 0
+        for key_index in range(len(keys)):
+            for key_idx_position, key_idx_entry in enumerate(key_idx_list):
+                if key_idx_entry == key_index:
+                    reordered_index_list[key_idx_position] = global_index
+                    global_index += 1
+        # reorder index and names list
+        index_list_reorder = [None] * len(index_list)
+        names_list_reorder = [None] * len(index_list)
+        for idx, reorder_idx in enumerate(reordered_index_list):
+            index_list_reorder[reorder_idx] = index_list[idx]
+            names_list_reorder[reorder_idx] = names_list[idx]
+        # update
+        index_list = index_list_reorder
+        names_list = names_list_reorder
+    # check that all regular expressions are matched
+    if not all(keys_match_found):
+        # make this print nicely aligned for debugging
+        msg = "\n"
+        for key, value in zip(keys, keys_match_found):
+            msg += f"\t{key}: {value}\n"
+        msg += f"Available strings: {list_of_strings}\n"
+        # raise error
+        raise ValueError(
+            f"Not all regular expressions are matched! Please check that the regular expressions are correct: {msg}"
+        )
+    # return
+    return index_list, names_list
+
+
+def resolve_matching_names_values(
+    data: dict[str, Any], list_of_strings: Sequence[str], preserve_order: bool = False
+) -> tuple[list[int], list[str], list[Any]]:
+    """Match a list of regular expressions in a dictionary against a list of strings and return
+    the matched indices, names, and values.
+
+    If the :attr:`preserve_order` is True, the ordering of the matched indices and names is the same as the order
+    of the provided list of strings. This means that the ordering is dictated by the order of the target strings
+    and not the order of the query regular expressions.
+
+    If the :attr:`preserve_order` is False, the ordering of the matched indices and names is the same as the order
+    of the provided list of query regular expressions.
+
+    For example, consider the dictionary is {"a|d|e": 1, "b|c": 2}, the list of strings is ['a', 'b', 'c', 'd', 'e'].
+    If :attr:`preserve_order` is False, then the function will return the indices of the matched strings, the
+    matched strings, and the values as: ([0, 1, 2, 3, 4], ['a', 'b', 'c', 'd', 'e'], [1, 2, 2, 1, 1]). When
+    :attr:`preserve_order` is True, it will return them as: ([0, 3, 4, 1, 2], ['a', 'd', 'e', 'b', 'c'], [1, 1, 1, 2, 2]).
+
+    Args:
+        data: A dictionary of regular expressions and values to match the strings in the list.
+        list_of_strings: A list of strings to match.
+        preserve_order: Whether to preserve the order of the query keys in the returned values. Defaults to False.
+
+    Returns:
+        A tuple of lists containing the matched indices, names, and values.
+
+    Raises:
+        TypeError: When the input argument :attr:`data` is not a dictionary.
+        ValueError: When multiple matches are found for a string in the dictionary.
+        ValueError: When not all regular expressions in the data keys are matched.
+
+    Reference:
+    https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab/isaaclab/utils/string.py#L178-L271
+    """
+    # check valid input
+    if not isinstance(data, dict):
+        raise TypeError(
+            f"Input argument `data` should be a dictionary. Received: {data}"
+        )
+    # find matching patterns
+    index_list = []
+    names_list = []
+    values_list = []
+    key_idx_list = []
+    # book-keeping to check that we always have a one-to-one mapping
+    # i.e. each target string should match only one regular expression
+    target_strings_match_found = [None for _ in range(len(list_of_strings))]
+    keys_match_found = [[] for _ in range(len(data))]
+    # loop over all target strings
+    for target_index, potential_match_string in enumerate(list_of_strings):
+        for key_index, (re_key, value) in enumerate(data.items()):
+            if re.fullmatch(re_key, potential_match_string):
+                # check if match already found
+                if target_strings_match_found[target_index]:
+                    raise ValueError(
+                        f"Multiple matches for '{potential_match_string}':"
+                        f" '{target_strings_match_found[target_index]}' and '{re_key}'!"
+                    )
+                # add to list
+                target_strings_match_found[target_index] = re_key
+                index_list.append(target_index)
+                names_list.append(potential_match_string)
+                values_list.append(value)
+                key_idx_list.append(key_index)
+                # add for regex key
+                keys_match_found[key_index].append(potential_match_string)
+    # reorder keys if they should be returned in order of the query keys
+    if preserve_order:
+        reordered_index_list = [None] * len(index_list)
+        global_index = 0
+        for key_index in range(len(data)):
+            for key_idx_position, key_idx_entry in enumerate(key_idx_list):
+                if key_idx_entry == key_index:
+                    reordered_index_list[key_idx_position] = global_index
+                    global_index += 1
+        # reorder index and names list
+        index_list_reorder = [None] * len(index_list)
+        names_list_reorder = [None] * len(index_list)
+        values_list_reorder = [None] * len(index_list)
+        for idx, reorder_idx in enumerate(reordered_index_list):
+            index_list_reorder[reorder_idx] = index_list[idx]
+            names_list_reorder[reorder_idx] = names_list[idx]
+            values_list_reorder[reorder_idx] = values_list[idx]
+        # update
+        index_list = index_list_reorder
+        names_list = names_list_reorder
+        values_list = values_list_reorder
+    # check that all regular expressions are matched
+    if not all(keys_match_found):
+        # make this print nicely aligned for debugging
+        msg = "\n"
+        for key, value in zip(data.keys(), keys_match_found):
+            msg += f"\t{key}: {value}\n"
+        msg += f"Available strings: {list_of_strings}\n"
+        # raise error
+        raise ValueError(
+            f"Not all regular expressions are matched! Please check that the regular expressions are correct: {msg}"
+        )
+    # return
+    return index_list, names_list, values_list
diff --git a/embodichain/utils/utility.py b/embodichain/utils/utility.py
new file mode 100644
index 00000000..d5506df6
--- /dev/null
+++ b/embodichain/utils/utility.py
@@ -0,0 +1,650 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+
+import cv2
+import pickle
+import argparse
+import time
+import torch
+import functools
+import open3d as o3d
+import numpy as np
+
+from tqdm import tqdm
+from PIL import Image
+from functools import wraps
+from typing import Dict, List, Tuple, Optional, Callable, Any
+
+from embodichain.utils.string import callable_to_string
+
+
+@functools.lru_cache(maxsize=None)  # memoization
+def get_func_tag(tagName):
+    return TagDecorator(tagName)
+
+
+# https://stackoverflow.com/questions/41834530/how-to-make-python-decorators-work-like-a-tag-to-make-function-calls-by-tag
+class TagDecorator(object):
+    def __init__(self, tagName):
+        self.functions = {}
+        self.tagName = tagName
+
+    def __str__(self):
+        return "<TagDecorator {tagName}>".format(tagName=self.tagName)
+
+    def __call__(self, f):
+        class_name = f.__qualname__.split(".")[0]
+        if class_name in self.functions.keys():
+            self.functions[class_name].update({f.__name__: f})
+        else:
+            self.functions.update({class_name: {f.__name__: f}})
+        return f
+
+
+def set_attributes_for_class(self, params=None):
+    if params:
+        for k, v in params.items():
+            if k != "self" and not k.startswith("_"):
+                setattr(self, k, v)
+
+
+def timer(func):
+    @wraps(func)
+    def wrapper(*args, **kwargs):
+        start_time = time.time()  # 记录开始时间
+        result = func(*args, **kwargs)  # 执行被装饰的函数
+        end_time = time.time()  # 记录结束时间
+        elapsed_time = end_time - start_time  # 计算耗时
+        # log_warning(
+        #     f"Function '{func.__name__}' executed in {elapsed_time:.4f} seconds"
+        # )
+        return result  # 返回被装饰函数的执行结果
+
+    return wrapper
+
+
+from embodichain.utils.logger import log_warning, log_error
+
+
+def snake_to_camel(name):
+    import re
+
+    name = re.sub("_([a-zA-Z])", lambda m: (m.group(1).upper()), name)
+    name = re.sub("-+", "_", name)
+    return name
+
+
+def convert_bytes(d):
+    if isinstance(d, dict):
+        return {convert_bytes(k): convert_bytes(v) for k, v in d.items()}
+    if isinstance(d, list):
+        return [convert_bytes(i) for i in d]
+    if isinstance(d, bytes):
+        return d.decode("UTF-8")
+    return d
+
+
+def pad_to_chunk(x: np.ndarray, chunk_size: int) -> np.ndarray:
+    if x.shape[0] < chunk_size:
+
+        if len(x.shape) <= 2:
+            x = np.concatenate(
+                [
+                    x,
+                    np.tile(
+                        x[-1:],
+                        (chunk_size - x.shape[0], 1),
+                    ),
+                ],
+                axis=0,
+            )
+        elif len(x.shape) == 3 or len(x.shape) == 4:
+            x = np.concatenate(
+                [
+                    x,
+                    np.tile(
+                        x[-1:],
+                        (
+                            (chunk_size - x.shape[0], 1, 1, 1)
+                            if len(x[:1].shape) == 4
+                            else (chunk_size - x.shape[0], 1, 1)
+                        ),
+                    ),
+                ],
+                axis=0,
+            )
+        else:
+            raise ValueError("Unsupported shape {}.".format(x.shape))
+
+    assert x.shape[0] == chunk_size, "shape {} vs chunk_size {}.".format(
+        x.shape, chunk_size
+    )
+    return x
+
+
+def dict2args(d: Dict) -> argparse.ArgumentParser:
+    args = argparse.Namespace(**d)
+    return args
+
+
+def parser2dict(args) -> Dict:
+    return vars(args)
+
+
+def change_nested_dict(dict, keys, mode: str = "update", value=None):
+    """
+    Update or delete a nested dictionary at a specific key.
+
+    Args:
+        dict (dict): The dictionary to update.
+        keys (tuple): Tuple of keys to the target value.
+        mode (str): Whether to delete or remove the given key-value pair.
+        value: The new value to set.
+
+    Returns:
+        dict: The updated dictionary.
+    """
+    if mode == "update":
+        if value is None:
+            log_error("The value to be updated is None, please check.")
+        else:
+            if len(keys) == 1:
+                dict[keys[0]] = value
+            else:
+                change_nested_dict(dict[keys[0]], keys[1:], "update", value)
+    elif mode == "delete":
+        if value is not None:
+            log_warning(
+                f"Under mode 'delete' only the keys to be removed need to be provided. But got a not-None vlaue {value}."
+            )
+        if len(keys) == 1:
+            del dict[keys[0]]
+        else:
+            change_nested_dict(dict[keys[0]], keys[1:], "delete")
+    else:
+        log_error(f"Mode '{mode}; is noet realized yet.")
+
+    return dict
+
+
+def set_texture_to_material(material, texture: np.ndarray, env, type: str = "color"):
+    if type == "color":
+        # TODO: Currently, create texture for base color map without alpha has error.
+        # should be fixed in the future.
+        if texture.shape[-1] == 3:
+            texture = np.concatenate(
+                [texture, np.ones_like(texture[..., :1]) * 255], axis=-1
+            )
+
+        color_texture = env.create_color_texture(texture, has_alpha=True)
+        if color_texture:
+            material.get_inst().set_base_color_map(color_texture)
+    else:
+        log_error(f"Unsupported texture type: {type}. Only 'color' is supported.")
+
+
+def get_random_real_image(base_path: str, read: bool = True) -> np.ndarray:
+    import os, random
+
+    # 随机选择一个子文件夹
+    subfolders = [f.path for f in os.scandir(base_path) if f.is_dir()]
+    selected_subfolder = random.choice(subfolders)
+
+    # 随机选择一个图片文件
+    image_files = [
+        f.path
+        for f in os.scandir(selected_subfolder)
+        if f.is_file() and f.path.endswith((".png", ".jpg", ".jpeg"))
+    ]
+    selected_image_file = random.choice(image_files)
+
+    # 读取图片
+    if read:
+        real_image = cv2.imread(selected_image_file)
+        return real_image
+    else:
+        return selected_image_file
+
+
+def read_all_folder_images(base_path: str) -> List[np.ndarray]:
+    """Read all images from all subfolders under the base path.
+
+    Args:
+        base_path (str): The base directory containing subfolders with images.
+
+    Returns:
+        List[np.ndarray]: A list of images read from the subfolders.
+    """
+    import os
+
+    images = []
+    # 遍历所有子文件夹
+    # First, collect all image files
+    image_files = []
+    for subdir, _, files in os.walk(base_path):
+        for file in files:
+            if file.endswith((".png", ".jpg", ".jpeg")):
+                image_files.append(os.path.join(subdir, file))
+
+    # Then process with progress bar
+    for image_path in tqdm(image_files, desc="Loading images"):
+        image = cv2.imread(image_path)
+        image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
+        if image is not None:
+            images.append(image)
+    return images
+
+
+def reset_all_seeds(seed: int = 0):
+    import torch
+    import random
+    import open3d as o3d
+
+    torch.manual_seed(seed)
+    torch.cuda.manual_seed_all(seed)
+    np.random.seed(seed)
+    random.seed(seed)
+    torch.backends.cudnn.deterministic = True
+    o3d.utility.random.seed(seed)
+
+
+def do_process_decorator(
+    pre_process: Optional[bool] = True, post_process: Optional[bool] = True
+):
+    """A decorator to decorate :meth:`inference`. Usage and example is comming soon.
+
+    Args:
+        pre_process (Optional[bool], optional): whether do pre-process. Defaults to True.
+        post_process (Optional[bool], optional): whether do post-process. Defaults to True.
+    """
+
+    def inner_decorator(func: Callable):
+        def main_wrapper(self, *args, **kwargs):
+            if pre_process:
+                input = getattr(self, "pre_process")(*args, **kwargs)
+            if isinstance(input, dict):
+                ret = func(self, input)
+            else:
+                ret = func(self, *input)
+            if post_process:
+                output = getattr(self, "post_process")(*ret)
+            return output
+
+        return main_wrapper
+
+    return inner_decorator
+
+
+def pad_img_list(img_list, max_len):
+    while len(img_list) < max_len:
+        img_list.append(None)
+
+
+def get_right_name(name: str):
+    return name + "_r"
+
+
+def read_video(video_path: str):
+    video = cv2.VideoCapture(video_path)
+    total_frame_count = int(video.get(cv2.CAP_PROP_FRAME_COUNT))
+    length = total_frame_count
+    fps = video.get(cv2.CAP_PROP_FPS)
+    return video, fps, length
+
+
+def create_video_writer(
+    video_path: str, resolution: Tuple[int, int], fps: int
+) -> cv2.VideoWriter:
+    fourcc = cv2.VideoWriter_fourcc(*"mp4v")  # 用于mp4格式的生成
+    video_vis = cv2.VideoWriter(
+        video_path,
+        fourcc,
+        fps,
+        (resolution[1], resolution[0]),
+    )
+    return video_vis
+
+
+def update_array(
+    mat: np.ndarray, vec: np.ndarray, first_is_latest: bool = True
+) -> np.ndarray:
+    if first_is_latest:
+        mat[1:, :] = mat[:-1, :]
+        mat[0, :] = vec
+        return mat
+    else:
+        mat[:-1, :] = mat[1:, :]
+        mat[-1, :] = vec
+        return mat
+
+
+def save_pkl(path: str, content):
+    with open(path, "wb") as f:  # open a text file
+        pickle.dump(content, f)  # serialize the list
+
+
+def load_pkl(
+    path: str,
+):
+    with open(path, "rb") as f:
+        content = pickle.load(f)
+    return content
+
+
+def save_json(path: str, data):
+    import json
+
+    with open(path, "w") as f:
+        json.dump(data, f, indent=4)
+
+
+def save_json(path: str, data):
+    import json
+
+    with open(path, "w") as f:
+        json.dump(data, f, indent=4)
+
+
+def load_json(path: str) -> Dict:
+    import json
+
+    with open(path) as f:
+        config = json.load(f)
+    return config
+
+
+def load_txt(path: str) -> str:
+    with open(path, "r") as f:
+        contents = f.read().strip()
+    return contents
+
+
+def encode_image(image: np.ndarray, format: str = "png"):
+    import base64
+
+    image_encode = cv2.imencode(f".{format}", image)[1]
+    base64_image = base64.b64encode(image_encode).decode("utf-8")
+    return base64_image
+
+
+def inv_transform(transform: np.ndarray) -> np.ndarray:
+    """inverse transformation
+
+    Args:
+        transform (np.array): [np.array of size [4 x 4]]
+
+    Returns:
+        np.array: [np.array of size [4 x 4]]
+    """
+    r = transform[:3, :3]
+    t = transform[:3, 3].T
+    inv_r = r.T
+    inv_t = -inv_r @ t
+    inv_pose = np.eye(4, dtype=np.float32)
+    inv_pose[:3, :3] = inv_r
+    inv_pose[:3, 3] = inv_t
+    return inv_pose
+
+
+def scale_image(image, scale=0.5):
+    import cv2
+
+    h, w = image.shape[:2]
+    if image.dtype == np.uint8:
+        return cv2.resize(
+            image,
+            (
+                int(w * scale),
+                int(h * scale),
+            ),
+        )
+    elif image.dtype == np.bool_:
+
+        image = image.astype(np.uint8)
+        image = cv2.resize(
+            image,
+            (
+                int(w * scale),
+                int(h * scale),
+            ),
+        )
+        return image.astype(np.bool_)
+
+
+def padding_by_longest_edge(img: np.ndarray) -> np.ndarray:
+    w, h, c = img.shape[:3]
+    e = np.maximum(w, h)
+    ret = np.zeros((e, e, c)).astype(img.dtype)
+    ret[:w, :h] = img
+    return ret
+
+
+def center_crop(img: np.ndarray, dim: Tuple[int, int]) -> np.ndarray:
+    """Returns center cropped image
+    Args:
+    img: image to be center cropped
+    dim: dimensions (width, height) to be cropped
+    """
+    width, height = img.shape[1], img.shape[0]
+
+    # process crop width and height for max available dimension
+    crop_width = dim[0] if dim[0] < img.shape[1] else img.shape[1]
+    crop_height = dim[1] if dim[1] < img.shape[0] else img.shape[0]
+    mid_x, mid_y = int(width / 2), int(height / 2)
+    cw2, ch2 = int(crop_width / 2), int(crop_height / 2)
+    crop_img = img[mid_y - ch2 : mid_y + ch2, mid_x - cw2 : mid_x + cw2]
+    return crop_img
+
+
+def postprocess_small_regions(
+    masks: np.ndarray,
+    min_area: int,
+    max_area: int,
+) -> List[int]:
+    keep_idx = []
+    n = len(masks) if isinstance(masks, list) else masks.shape[0]
+    for i in range(n):
+        area = masks[i].astype(np.uint8).sum()
+        keep = area > min_area and area <= max_area
+        if keep:
+            keep_idx.append(i)
+    return keep_idx
+
+
+def mask_to_box(mask: np.ndarray) -> np.ndarray:
+    from torchvision.ops import masks_to_boxes
+    import torch
+
+    bbox = (
+        masks_to_boxes(torch.from_numpy(mask).unsqueeze(0))
+        .squeeze(0)
+        .numpy()
+        .astype(np.int16)
+    )
+    return bbox
+
+
+def postprocess_small_regions(
+    masks: np.ndarray,
+    min_area: int,
+    max_area: int,
+) -> List[int]:
+    keep_idx = []
+    n = len(masks) if isinstance(masks, list) else masks.shape[0]
+    for i in range(n):
+        area = masks[i].astype(np.uint8).sum()
+        keep = area > min_area and area <= max_area
+        if keep:
+            keep_idx.append(i)
+    return keep_idx
+
+
+def remove_overlap_mask(
+    masks: List[np.ndarray], keep_inner_threshold: float = 0.5, eps: float = 1e-5
+) -> List[int]:
+    keep_ids = []
+
+    areas = [mask.astype(np.uint8).sum() for mask in masks]
+
+    for i, maskA in enumerate(masks):
+        keep = True
+        for j, maskB in enumerate(masks):
+            if i == j:
+                # 同一个mask，跳过
+                continue
+            if areas[i] > areas[j]:
+                # 大的包裹mask不能被过滤
+                continue
+
+            # 计算交集
+            intersection = (maskA * maskB).sum()
+            # 计算maskA的覆盖比例
+            overlap_ratio = intersection / (areas[i] + eps)
+            # maskA被maskB覆盖的面积比例达到threshold，不保留
+            if overlap_ratio >= keep_inner_threshold:
+                keep = False
+                break
+
+        if keep:
+            keep_ids.append(i)
+
+    return keep_ids
+
+
+def encode_image_from_path(image_path: str):
+    import base64
+
+    with open(image_path, "rb") as image_file:
+        return base64.b64encode(image_file.read()).decode("utf-8")
+
+
+def check_shared_memory_exists(name):
+    from multiprocessing import shared_memory
+
+    try:
+        shm = shared_memory.SharedMemory(name=name)
+        return True
+    except FileNotFoundError:
+        return False
+
+
+def get_class_instance(module_name, class_name, *args, **kwargs):
+    """Get an instance of a class from a module.
+
+    Args:
+        module_name (str): The name of the module to import.
+        class_name (str): The name of the class to instantiate.
+
+    Returns:
+        object: An instance of the specified class.
+    """
+    import importlib
+
+    # Import the module
+    module = importlib.import_module(module_name)
+    # Get the class from the module
+    cls = getattr(module, class_name)
+    return cls
+
+
+def key_in_nested_dict(d: Dict, key: str) -> bool:
+    """Check if a key exists in a nested dictionary.
+
+    Args:
+        d (Dict): A dictionary that may contain nested dictionaries.
+        key (str): The key to search for in the dictionary.
+
+    Returns:
+        bool: True if the key exists in the dictionary or any of its nested dictionaries, False otherwise.
+    """
+    if key in d:
+        return True
+    for value in d.values():
+        if isinstance(value, dict):  # Check if the value is a nested dictionary
+            if key_in_nested_dict(
+                value, key
+            ):  # Recursively check the nested dictionary
+                return True
+    return False
+
+
+def class_to_dict(obj: object) -> dict[str, Any]:
+    """Convert an object into dictionary recursively.
+
+    Note:
+        Ignores all names starting with "__" (i.e. built-in methods).
+
+    Args:
+        obj: An instance of a class to convert.
+
+    Raises:
+        ValueError: When input argument is not an object.
+
+    Returns:
+        Converted dictionary mapping.
+    """
+    # check that input data is class instance
+    if not hasattr(obj, "__class__"):
+        raise ValueError(f"Expected a class instance. Received: {type(obj)}.")
+    # convert object to dictionary
+    if isinstance(obj, dict):
+        obj_dict = obj
+    elif isinstance(obj, torch.Tensor):
+        # We have to treat torch tensors specially because `torch.tensor.__dict__` returns an empty
+        # dict, which would mean that a torch.tensor would be stored as an empty dict. Instead we
+        # want to store it directly as the tensor.
+        return obj
+    elif hasattr(obj, "__dict__"):
+        obj_dict = obj.__dict__
+    else:
+        return obj
+
+    # convert to dictionary
+    data = dict()
+    for key, value in obj_dict.items():
+        # disregard builtin attributes
+        if key.startswith("__"):
+            continue
+        # check if attribute is callable -- function
+        if callable(value):
+            data[key] = callable_to_string(value)
+        # check if attribute is a dictionary
+        elif hasattr(value, "__dict__") or isinstance(value, dict):
+            data[key] = class_to_dict(value)
+        # check if attribute is a list or tuple
+        elif isinstance(value, (list, tuple)):
+            data[key] = type(value)([class_to_dict(v) for v in value])
+        else:
+            data[key] = value
+    return data
+
+
+def get_mesh_md5(mesh: o3d.t.geometry.TriangleMesh) -> str:
+    """get mesh md5 unique key
+
+    Args:
+        mesh (o3d.geometry.TriangleMesh): mesh
+
+    Returns:
+        str: mesh md5 value.
+    """
+    import hashlib
+
+    vert = np.array(mesh.vertex.positions.numpy(), dtype=float)
+    face = np.array(mesh.triangle.indices.numpy(), dtype=float)
+    mix = np.vstack([vert, face])
+    return hashlib.md5(np.array2string(mix).encode()).hexdigest()
diff --git a/embodichain/utils/visualizer.py b/embodichain/utils/visualizer.py
new file mode 100644
index 00000000..0b24a362
--- /dev/null
+++ b/embodichain/utils/visualizer.py
@@ -0,0 +1,568 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import platform
+import numpy as np
+import matplotlib.pyplot as plt
+
+from matplotlib.colors import LogNorm
+from matplotlib.patches import Circle, Rectangle
+from matplotlib import colors as mcolors
+from embodichain.utils.logger import log_error
+from typing import Dict, List
+from operator import sub
+
+from matplotlib import rc
+
+x_min, x_max = 0.275, 1.125
+y_min, y_max = -0.425, 0.425
+bins = 100
+
+
+def draw_keypoints(
+    rgb: np.ndarray, keypoints_2d: np.ndarray, color_dict: dict = None
+) -> np.ndarray:
+    import cv2
+
+    keypoints_2d = np.nan_to_num(keypoints_2d, nan=0)
+    assert (
+        keypoints_2d.max(0)[0] <= 1 and keypoints_2d.max(0)[1] <= 1
+    ), keypoints_2d.max(0)
+    assert (
+        keypoints_2d.min(0)[0] >= 0 and keypoints_2d.min(0)[1] >= 0
+    ), keypoints_2d.min(0)
+    n = keypoints_2d.shape[0]
+    color = [(255 - i / n * 255, 0, i / n * 255) for i in range(n)]
+    height, width = rgb.shape[:2]
+
+    rgb = np.copy(rgb)
+
+    for i in range(n):
+        assigned_color = False
+        if color_dict is not None:
+            for key_ids, color_str in color_dict.items():
+                if i in key_ids:
+                    color[i] = tuple(
+                        int(chl * 255) for chl in mcolors.to_rgb(color_str)[::-1]
+                    )
+                    assigned_color = True
+                    break
+            if not assigned_color:
+                log_error(
+                    f"Once color_dict is provided, all the keypoints ought to be colored, but got {i} not colored."
+                )
+
+        # Draw the keypoint
+        rgb = cv2.circle(
+            rgb.copy(),
+            (int(keypoints_2d[i][0] * width), int(keypoints_2d[i][1] * height)),
+            2,
+            color[i],
+            2,
+        )
+
+    return rgb
+
+
+def draw_action_distribution(
+    actions: Dict[str, np.ndarray],
+    indices: Dict[str, List[int]] = None,
+    output_path: str = None,
+    smooth: bool = False,
+    return_data: bool = False,
+):
+    import matplotlib.pyplot as plt
+    from scipy.ndimage import gaussian_filter1d
+
+    key_names = indices.keys() if indices is not None else actions.keys()
+    data = {}
+    for key_name in key_names:
+        qpos = (
+            actions[
+                :,
+                indices[key_name],
+            ]
+            if indices is not None
+            else actions[key_name]
+        )
+        num_dim = qpos.shape[1]
+        min_square = int(np.ceil(np.sqrt(num_dim)))
+        rowcol = (min_square, min_square)
+
+        fig, axs = plt.subplots(rowcol[0], rowcol[1], figsize=(20, 20))
+        for i in range(num_dim):
+            row = i // rowcol[0]
+            col = i % rowcol[1]
+            ax_i = axs[row, col] if min_square != 1 else axs
+            ax_i.plot(
+                (
+                    qpos[:, i]
+                    if not smooth
+                    else gaussian_filter1d(qpos[:, i], sigma=3, axis=0, mode="nearest")
+                ),
+                marker="o",
+                ms=2,
+            )
+            ax_i.set_title(f"{key_name}_{i}")
+
+        plt.tight_layout()
+        data[key_name] = fig
+        if output_path is not None and os.path.exists(output_path):
+            plt.savefig(
+                os.path.join(output_path, "action_distribution_{}.png".format(key_name))
+            )
+
+    if return_data:
+        return data
+
+
+def draw_feature(
+    feature_list: List[np.ndarray], vis_images: List[np.ndarray]
+) -> List[np.ndarray]:
+    import cv2
+    from copy import deepcopy
+
+    vis_features = []
+    for feature, image in zip(feature_list, vis_images):
+        feature_ = cv2.resize(
+            feature,
+            (image.shape[1], image.shape[0]),
+            interpolation=cv2.INTER_LINEAR,
+        )
+        image = cv2.addWeighted(deepcopy(image), 0.5, feature_, 0.5, 0)
+        vis_features.append(image)
+    return vis_features
+
+
+class HeatMapEnv:
+    def __init__(self, is_success):
+        """Initialize the drawing environment and static elements"""
+        self.points = []
+        self.b_fail_points = []
+        self.c_fail_points = []
+        self.fig, self.ax = plt.subplots(figsize=(10, 8))
+        self.ax.set_aspect("equal")
+
+        circle1 = Circle(
+            (0.7, 0),
+            radius=0.425,
+            fill=False,
+            edgecolor="red",
+            linewidth=2,
+            linestyle="--",
+            label="Circle Zone",
+        )
+        circle2 = Circle(
+            (0.233, 0.3),
+            radius=0.08,
+            fill=False,
+            edgecolor="red",
+            linewidth=2,
+            linestyle="--",
+            label="Circle Zone",
+        )
+        circle3 = Circle(
+            (0.233, -0.3),
+            radius=0.08,
+            fill=False,
+            edgecolor="red",
+            linewidth=2,
+            linestyle="--",
+            label="Circle Zone",
+        )
+
+        rectangle1 = Rectangle(
+            (0.67, -0.22),
+            0.16,
+            0.16,
+            angle=0,
+            fill=False,
+            edgecolor="blue",
+            linewidth=2,
+            linestyle="-.",
+            label="Rect Zone",
+        )
+
+        rectangle2 = Rectangle(
+            (0.67, 0.06),
+            0.16,
+            0.16,
+            angle=0,
+            fill=False,
+            edgecolor="green",
+            linewidth=2,
+            linestyle="-.",
+            label="Rect Zone",
+        )
+
+        for patch in [circle1, circle2, circle3, rectangle1, rectangle2]:
+            self.ax.add_patch(patch)
+
+        self.ax.set(
+            xlim=(x_min, x_max),
+            ylim=(y_min, y_max),
+            xticks=np.arange(x_min, x_max + 0.01, 0.04),
+            yticks=np.arange(y_min, y_max + 0.01, 0.04),
+        )
+        self.ax.grid(True, linestyle="--", alpha=0.3)
+        self.ax.set_title("Real-time Heatmap")
+        self.ax.set_xlabel("X")
+        self.ax.set_ylabel("Y")
+
+        hist = np.zeros((bins, bins))
+        self.im = self.ax.imshow(
+            hist.T,
+            origin="lower",
+            extent=[x_min, x_max, y_min, y_max],
+            cmap="Greys",
+            norm=LogNorm(vmin=0.1, vmax=10),
+        )
+
+        self.cbar = self.fig.colorbar(self.im)
+        self.cbar.set_label("Density")
+        self.is_success = is_success
+        if self.is_success:
+            text = "Success_Points_Pair: 0"
+        else:
+            text = "Bottle_Fail_Points: 0\nCup_Fail_Points: 0"
+        self.text_label = self.ax.text(
+            0.95,
+            0.95,
+            text,
+            transform=self.ax.transAxes,
+            fontsize=14,
+            color="red",
+            ha="right",
+        )
+
+        plt.ion()
+        plt.show(block=False)
+        plt.tight_layout()
+
+    def update_heatmap(self, new_point, new_fail):
+        if self.is_success:
+            self.points.append(new_point)
+            x_coords = [p[0] for p in self.points]
+            y_coords = [p[1] for p in self.points]
+        else:
+            if new_fail == 0:
+                self.b_fail_points.append(new_point)
+                x_coords = [p[0] for p in self.b_fail_points]
+                y_coords = [p[1] for p in self.b_fail_points]
+            else:
+                self.c_fail_points.append(new_point)
+                x_coords = [p[0] for p in self.c_fail_points]
+                y_coords = [p[1] for p in self.c_fail_points]
+
+        hist, x_edges, y_edges = np.histogram2d(
+            x_coords, y_coords, bins=bins, range=[[x_min, x_max], [y_min, y_max]]
+        )
+
+        self.im.set_data(hist.T)
+
+        if self.is_success:
+            self.text_label.set_text(f"Success_Points_Pair: {len(self.points)/2}")
+        else:
+            if new_fail == 0:
+                self.text_label.set_text(
+                    f"Bottle_Fail_Points: {len(self.b_fail_points)}\nCup_Fail_Points: {len(self.c_fail_points)}"
+                )
+            else:
+                self.text_label.set_text(
+                    f"Bottle_Fail_Points: {len(self.b_fail_points)}\nCup_Fail_Points: {len(self.c_fail_points)}"
+                )
+        # im.autoscale()
+
+        self.fig.canvas.draw_idle()
+        self.fig.canvas.flush_events()
+
+    def save_map(self):
+        if self.is_success:
+            plt.savefig("./outputs/success_heatmap.png")
+        else:
+            plt.savefig("./outputs/fail_heatmap.png")
+
+
+# TeX support: on Linux assume TeX in /usr/bin, on OSX check for texlive
+if (platform.system() == "Darwin") and "tex" in os.getenv("PATH"):
+    LATEX = True
+elif (platform.system() == "Linux") and os.path.isfile("/usr/bin/latex"):
+    LATEX = True
+else:
+    LATEX = False
+
+# setup pyplot w/ tex support
+if LATEX:
+    rc("text", usetex=True)
+
+
+class Package:
+    """Encapsulation of a work package
+
+    A work package is instantiated from a dictionary. It **has to have**
+    a label, astart and an end. Optionally it may contain milestones
+    and a color
+
+    :arg str pkg: dictionary w/ package data name
+    """
+
+    def __init__(self, pkg):
+
+        DEFCOLOR = "#32AEE0"
+
+        self.label = pkg["label"]
+        self.start = pkg["start"]
+        self.end = pkg["end"]
+
+        if self.start < 0 or self.end < 0:
+            raise ValueError("Package cannot begin at t < 0")
+        if self.start > self.end:
+            raise ValueError("Cannot end before started")
+
+        try:
+            self.milestones = pkg["milestones"]
+        except KeyError:
+            pass
+
+        try:
+            self.color = pkg["color"]
+        except KeyError:
+            self.color = DEFCOLOR
+
+        try:
+            self.legend = pkg["legend"]
+        except KeyError:
+            self.legend = None
+
+
+# https://github.com/stefanSchinkel/gantt/tree/master
+class Gantt:
+    """Gantt
+    Class to render a simple Gantt chart, with optional milestones
+    """
+
+    def __init__(self, dict: Dict):
+        """Instantiation
+
+        Create a new Gantt using the data in the file provided
+        or the sample data that came along with the script
+
+        :arg str dataFile: file holding Gantt data
+        """
+
+        # some lists needed
+        self.packages = []
+        self.labels = []
+
+        self._loadData(dict)
+        self._procData()
+
+    def _loadData(self, data):
+        """Load data from a JSON file that has to have the keys:
+        packages & title. Packages is an array of objects with
+        a label, start and end property and optional milesstones
+        and color specs.
+        """
+
+        # must-haves
+        self.title = data["title"]
+
+        for pkg in data["packages"]:
+            self.packages.append(Package(pkg))
+
+        self.labels = [pkg["label"] for pkg in data["packages"]]
+
+        # optionals
+        self.milestones = {}
+        for pkg in self.packages:
+            try:
+                self.milestones[pkg.label] = pkg.milestones
+            except AttributeError:
+                pass
+
+        try:
+            self.xlabel = data["xlabel"]
+        except KeyError:
+            self.xlabel = ""
+        try:
+            self.xticks = data["xticks"]
+        except KeyError:
+            self.xticks = ""
+
+    def _procData(self):
+        """Process data to have all values needed for plotting"""
+        # parameters for bars
+        self.nPackages = len(self.labels)
+        self.start = [None] * self.nPackages
+        self.end = [None] * self.nPackages
+
+        for pkg in self.packages:
+            idx = self.labels.index(pkg.label)
+            self.start[idx] = pkg.start
+            self.end[idx] = pkg.end
+
+        self.durations = map(sub, self.end, self.start)
+        self.yPos = np.arange(self.nPackages, 0, -1)
+
+    def format(self):
+        """Format various aspect of the plot, such as labels,ticks, BBox
+        :todo: Refactor to use a settings object
+        """
+        # format axis
+        plt.tick_params(
+            axis="both",  # format x and y
+            which="both",  # major and minor ticks affected
+            bottom="on",  # bottom edge ticks are on
+            top="off",  # top, left and right edge ticks are off
+            left="off",
+            right="off",
+        )
+
+        # tighten axis but give a little room from bar height
+        plt.xlim(0, max(self.end))
+        plt.ylim(0.5, self.nPackages + 0.5)
+
+        # add title and package names
+        plt.yticks(self.yPos, [label.replace("qpos", "") for label in self.labels])
+        plt.title(self.title)
+
+        if self.xlabel:
+            plt.xlabel(self.xlabel)
+
+        if self.xticks:
+            plt.xticks(self.xticks, map(str, self.xticks))
+
+    def add_milestones(self):
+        """Add milestones to GANTT chart.
+        The milestones are simple yellow diamonds
+        """
+
+        if not self.milestones:
+            return
+
+        x = []
+        y = []
+        for key in self.milestones.keys():
+            for value in self.milestones[key]:
+                y += [self.yPos[self.labels.index(key)]]
+                x += [value]
+
+        plt.scatter(
+            x, y, s=120, marker="D", color="yellow", edgecolor="black", zorder=3
+        )
+
+    def add_legend(self):
+        """Add a legend to the plot iff there are legend entries in
+        the package definitions
+        """
+        cnt = 0
+        legends = []
+        for pkg in self.packages:
+            if pkg.legend not in legends:
+                cnt += 1
+                idx = self.labels.index(pkg.label)
+                self.barlist[idx].set_label(pkg.legend)
+                legends.append(pkg.legend)
+
+        if cnt > 0:
+            self.legend = self.ax.legend(shadow=False, ncol=3, fontsize="medium")
+
+    def render(self):
+        """Prepare data for plotting"""
+
+        # init figure
+        self.fig, self.ax = plt.subplots()
+        self.ax.yaxis.grid(False)
+        self.ax.xaxis.grid(True)
+
+        # assemble colors
+        colors = []
+        for pkg in self.packages:
+            colors.append(pkg.color)
+
+        self.barlist = plt.barh(
+            self.yPos,
+            list(self.durations),
+            left=self.start,
+            align="center",
+            height=0.5,
+            alpha=1,
+            color=colors,
+        )
+
+        # format plot
+        self.format()
+        self.add_milestones()
+        self.add_legend()
+
+    @staticmethod
+    def show():
+        """Show the plot"""
+        plt.show()
+
+    @staticmethod
+    def save(saveFile="img/GANTT.png"):
+        """Save the plot to a file. It defaults to `img/GANTT.png`.
+
+        :arg str saveFile: file to save to
+        """
+        plt.savefig(saveFile, bbox_inches="tight")
+
+
+def visualize_trajectory(poses: np.ndarray):
+    """Visualizes a 3D trajectory and its z-axis directions.
+
+    This function takes a series of 4x4 transformation matrices representing
+    poses in 3D space and visualizes the trajectory along with the z-axis
+    directions at each pose.
+
+    Args:
+        poses (np.ndarray): A numpy array of shape (N, 4, 4), where N is the
+            number of poses. Each pose is a 4x4 transformation matrix.
+
+    """
+    fig = plt.figure()
+    ax = fig.add_subplot(111, projection="3d")
+
+    # positions of the trajectory
+    positions = poses[:, :3, 3]
+    ax.plot(
+        positions[:, 0], positions[:, 1], positions[:, 2], "r-", linewidth=3, label="轨迹"
+    )
+
+    # direction of z-axis
+    for i in range(len(poses)):
+        R = poses[i, :3, :3]
+        t = poses[i, :3, 3]
+
+        z_axis = R[:, 2] * 0.01
+        ax.quiver(
+            t[0],
+            t[1],
+            t[2],
+            z_axis[0],
+            z_axis[1],
+            z_axis[2],
+            color="blue",
+            arrow_length_ratio=0.2,
+        )
+
+    ax.set_xlabel("X")
+    ax.set_ylabel("Y")
+    ax.set_zlabel("Z")
+    ax.set_box_aspect([1, 1, 1])
+    plt.show()
diff --git a/embodichain/utils/warp/__init__.py b/embodichain/utils/warp/__init__.py
new file mode 100644
index 00000000..d3e93d7e
--- /dev/null
+++ b/embodichain/utils/warp/__init__.py
@@ -0,0 +1,32 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .kernels import reshape_tiled_image
+from . import kinematics
+from .kinematics.opw_solver import opw_fk_kernel, opw_ik_kernel
+from .kinematics.warp_trajectory import (
+    trajectory_get_diff_kernel,
+    trajectory_interpolate_kernel,
+    trajectory_add_origin_kernel,
+    get_offset_qpos_kernel,
+)
+
+from .kinematics.interpolate import (
+    pairwise_distances,
+    cumsum_distances,
+    repeat_first_point,
+    interpolate_along_distance,
+)
diff --git a/embodichain/utils/warp/kernels.py b/embodichain/utils/warp/kernels.py
new file mode 100644
index 00000000..65ab8eaf
--- /dev/null
+++ b/embodichain/utils/warp/kernels.py
@@ -0,0 +1,93 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import warp as wp
+from typing import Any
+
+
+@wp.kernel(enable_backward=False)
+def reshape_tiled_image(
+    tiled_image_buffer: Any,
+    batched_image: Any,
+    image_height: int,
+    image_width: int,
+    num_channels: int,
+    num_tiles_x: int,
+):
+    """Reshapes a tiled image into a batch of images.
+
+    This function reshapes the input tiled image buffer into a batch of images. The input image buffer
+    is assumed to be tiled in the x and y directions. The output image is a batch of images with the
+    specified height, width, and number of channels.
+
+    Args:
+        tiled_image_buffer: The input image buffer. Shape is (height * width * num_channels * num_cameras,).
+        batched_image: The output image. Shape is (num_cameras, height, width, num_channels).
+        image_width: The width of the image.
+        image_height: The height of the image.
+        num_channels: The number of channels in the image.
+        num_tiles_x: The number of tiles in x-direction.
+    """
+    # get the thread id
+    camera_id, height_id, width_id = wp.tid()
+
+    # resolve the tile indices
+    tile_x_id = camera_id % num_tiles_x
+    # TODO: Currently, the tiles arranged in the bottom-to-top order, which should be changed.
+    tile_y_id = (
+        num_tiles_x - 1 - (camera_id // num_tiles_x)
+    )  # Adjust for bottom-to-top tiling
+    # compute the start index of the pixel in the tiled image buffer
+    pixel_start = (
+        num_channels
+        * num_tiles_x
+        * image_width
+        * (image_height * tile_y_id + height_id)
+        + num_channels * tile_x_id * image_width
+        + num_channels * width_id
+    )
+
+    # copy the pixel values into the batched image
+    for i in range(num_channels):
+        batched_image[camera_id, height_id, width_id, i] = batched_image.dtype(
+            tiled_image_buffer[pixel_start + i]
+        )
+
+
+# uint32 -> int32 conversion is required for non-colored segmentation annotators
+wp.overload(
+    reshape_tiled_image,
+    {
+        "tiled_image_buffer": wp.array(dtype=wp.uint32),
+        "batched_image": wp.array(dtype=wp.uint32, ndim=4),
+    },
+)
+# uint8 is used for 4 channel annotators
+wp.overload(
+    reshape_tiled_image,
+    {
+        "tiled_image_buffer": wp.array(dtype=wp.uint8),
+        "batched_image": wp.array(dtype=wp.uint8, ndim=4),
+    },
+)
+# float32 is used for single channel annotators
+wp.overload(
+    reshape_tiled_image,
+    {
+        "tiled_image_buffer": wp.array(dtype=wp.float32),
+        "batched_image": wp.array(dtype=wp.float32, ndim=4),
+    },
+)
diff --git a/embodichain/utils/warp/kinematics/__init__.py b/embodichain/utils/warp/kinematics/__init__.py
new file mode 100644
index 00000000..8fae6605
--- /dev/null
+++ b/embodichain/utils/warp/kinematics/__init__.py
@@ -0,0 +1,19 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from . import interpolate
+from . import opw_solver
+from . import warp_trajectory
diff --git a/embodichain/utils/warp/kinematics/interpolate.py b/embodichain/utils/warp/kinematics/interpolate.py
new file mode 100644
index 00000000..e11b088a
--- /dev/null
+++ b/embodichain/utils/warp/kinematics/interpolate.py
@@ -0,0 +1,172 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+import warp as wp
+
+
+@wp.kernel
+def pairwise_distances(
+    points: wp.array(dtype=float),  # flattened: length B*N*M
+    distances: wp.array(dtype=float),  # flattened: length B*(N-1)
+    B: int,
+    N: int,
+    M: int,
+):
+    """Compute Euclidean distances between consecutive points along N using 1D flattened storage.
+
+    Memory layout (row-major):
+        points(b, i, j)  => b*N*M + i*M + j
+        distances(b, i)  => b*(N-1) + i
+    Result:
+        distances[b,i] = ||points[b,i+1,:] - points[b,i,:]||_2
+    """
+    tid = wp.tid()
+    total = B * (N - 1)
+    if tid >= total:
+        return
+
+    b = tid // (N - 1)
+    i = tid - b * (N - 1)
+
+    base_points = b * N * M
+    s = float(0.0)
+    for j in range(M):
+        p0 = points[base_points + i * M + j]
+        p1 = points[base_points + (i + 1) * M + j]
+        d = p1 - p0
+        s = s + d * d
+    distances[b * (N - 1) + i] = wp.sqrt(s)
+
+
+@wp.kernel
+def cumsum_distances(
+    distances: wp.array(dtype=float),  # flattened: length B*(N-1)
+    cumulative: wp.array(dtype=float),  # flattened: length B*N
+    B: int,
+    N: int,
+):
+    """Compute per-batch cumulative distances with flattened indexing.
+
+    Layout:
+        distances(b,i)  => b*(N-1) + i
+        cumulative(b,i) => b*N + i
+    Definition:
+        cumulative[b,0] = 0
+        cumulative[b,i] = sum_{k=0}^{i-1} distances[b,k]
+    """
+    b = wp.tid()
+    if b >= B:
+        return
+
+    cumulative[b * N + 0] = float(0.0)
+    acc = float(0.0)
+    for i in range(N - 1):
+        acc = acc + distances[b * (N - 1) + i]
+        cumulative[b * N + (i + 1)] = acc
+
+
+@wp.kernel
+def repeat_first_point(
+    points: wp.array(dtype=float),  # flattened: length B*N*M (N may be 1)
+    out: wp.array(dtype=float),  # flattened: length B*T*M
+    B: int,
+    T: int,
+    M: int,
+    N: int,
+):
+    """Repeat the first waypoint of each batch across T samples (used when N==1).
+
+    First point (b,j):  b*N*M + j (i=0)
+    Output (b,t,j):    b*T*M + t*M + j
+    """
+    tid = wp.tid()
+    total = B * T
+    if tid >= total:
+        return
+
+    b = tid // T
+    t = tid - b * T
+
+    base_in = b * N * M  # N expected 1 in usage
+    base_out = b * T * M + t * M
+    for j in range(M):
+        out[base_out + j] = points[base_in + j]
+
+
+@wp.kernel
+def interpolate_along_distance(
+    points: wp.array(dtype=float),  # flattened B*N*M
+    cumulative: wp.array(dtype=float),  # flattened B*N
+    out: wp.array(dtype=float),  # flattened B*T*M
+    B: int,
+    N: int,
+    M: int,
+    T: int,
+):
+    """Piecewise-linear interpolation at uniformly spaced cumulative-distance samples.
+
+    Indexing (flattened):
+        points(b,i,j)   => b*N*M + i*M + j
+        cumulative(b,i) => b*N + i
+        out(b,t,j)      => b*T*M + t*M + j
+    Steps:
+        1. Compute target distance new_d in [0, total_len].
+        2. Binary search cumulative to find segment [lo, hi].
+        3. Linear interpolate each dimension.
+    """
+    tid = wp.tid()
+    total_threads = B * T
+    if tid >= total_threads:
+        return
+
+    b = tid // T
+    t = tid - b * T
+
+    # total path length for batch b
+    total_len = cumulative[b * N + (N - 1)]
+
+    # evenly spaced target distance
+    new_d = float(0.0)
+    if T > 1:
+        new_d = total_len * float(t) / float(T - 1)
+    else:
+        new_d = float(0.0)
+
+    # binary search for segment boundaries
+    lo = int(0)
+    hi = N - 1
+    while (lo + 1) < hi:
+        mid = (lo + hi) // 2
+        if cumulative[b * N + mid] <= new_d:
+            lo = mid
+        else:
+            hi = mid
+
+    c_lo = cumulative[b * N + lo]
+    c_hi = cumulative[b * N + hi]
+    denom = c_hi - c_lo
+
+    alpha = float(0.0)
+    if denom > float(0.0):
+        alpha = (new_d - c_lo) / denom
+
+    base_points = b * N * M
+    base_out = b * T * M + t * M
+    p_lo_offset = base_points + lo * M
+    p_hi_offset = base_points + hi * M
+    for j in range(M):
+        p_lo = points[p_lo_offset + j]
+        p_hi = points[p_hi_offset + j]
+        out[base_out + j] = p_lo + alpha * (p_hi - p_lo)
diff --git a/embodichain/utils/warp/kinematics/opw_solver.py b/embodichain/utils/warp/kinematics/opw_solver.py
new file mode 100644
index 00000000..d0d7213b
--- /dev/null
+++ b/embodichain/utils/warp/kinematics/opw_solver.py
@@ -0,0 +1,500 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import warp as wp
+import numpy as np
+from typing import Tuple
+
+
+wp_vec48f = wp.types.vector(length=48, dtype=float)
+wp_vec6f = wp.types.vector(length=6, dtype=float)
+
+
+@wp.func
+def normalize_to_pi(angle: float) -> float:
+    angle = (angle + wp.pi) % (2.0 * wp.pi) - wp.pi
+    return angle
+
+
+@wp.func
+def safe_acos(x: float) -> float:
+    return wp.acos(wp.clamp(x, -1.0, 1.0))
+
+
+@wp.func
+def th4_th6_for_branch(
+    i: int,
+    r_: wp.mat33f,
+    sin1: wp.vec4f,
+    cos1: wp.vec4f,
+    s23: wp.vec4f,
+    c23: wp.vec4f,
+) -> Tuple[float, float]:
+    th4_y = r_[1, 2] * cos1[i] - r_[0, 2] * sin1[i]
+    th4_x = (
+        r_[0, 2] * c23[i] * cos1[i] + r_[1, 2] * c23[i] * sin1[i] - r_[2, 2] * s23[i]
+    )
+    th4 = wp.atan2(th4_y, th4_x)
+
+    th6_y = (
+        r_[0, 1] * s23[i] * cos1[i] + r_[1, 1] * s23[i] * sin1[i] + r_[2, 1] * c23[i]
+    )
+    th6_x = (
+        -r_[0, 0] * s23[i] * cos1[i] - r_[1, 0] * s23[i] * sin1[i] - r_[2, 0] * c23[i]
+    )
+    th6 = wp.atan2(th6_y, th6_x)
+    return th4, th6
+
+
+@wp.struct
+class OPWparam:
+    a1: float
+    a2: float
+    b: float
+    c1: float
+    c2: float
+    c3: float
+    c4: float
+
+
+@wp.func
+def get_transform_err(
+    transform1: wp.mat44f, transform2: wp.mat44f
+) -> Tuple[float, float]:
+    t_diff = wp.vec3f(
+        transform1[0, 3] - transform2[0, 3],
+        transform1[1, 3] - transform2[1, 3],
+        transform1[2, 3] - transform2[2, 3],
+    )
+    t_err = wp.length(t_diff)
+    r1 = wp.mat33f(
+        transform1[0, 0],
+        transform1[0, 1],
+        transform1[0, 2],
+        transform1[1, 0],
+        transform1[1, 1],
+        transform1[1, 2],
+        transform1[2, 0],
+        transform1[2, 1],
+        transform1[2, 2],
+    )
+    r2 = wp.mat33f(
+        transform2[0, 0],
+        transform2[0, 1],
+        transform2[0, 2],
+        transform2[1, 0],
+        transform2[1, 1],
+        transform2[1, 2],
+        transform2[2, 0],
+        transform2[2, 1],
+        transform2[2, 2],
+    )
+    r_diff = wp.transpose(r1) * r2
+    cos_value = 0.5 * (wp.trace(r_diff) - 1.0)
+    r_err = wp.abs(safe_acos(cos_value))
+    return t_err, r_err
+
+
+@wp.func
+def opw_single_fk(
+    q1: float, q2: float, q3: float, q4: float, q5: float, q6: float, params: OPWparam
+):
+    psi3 = wp.atan2(params.a2, params.c3)
+    k = wp.sqrt(params.a2 * params.a2 + params.c3 * params.c3)
+
+    # Precompute q23_psi3 for better readability and reuse
+    q23_psi3 = q2 + q3 + psi3
+    sin_q23_psi3 = wp.sin(q23_psi3)
+    cos_q23_psi3 = wp.cos(q23_psi3)
+
+    cx1 = params.c2 * wp.sin(q2) + k * sin_q23_psi3 + params.a1
+    cy1 = params.b
+    cz1 = params.c2 * wp.cos(q2) + k * cos_q23_psi3
+
+    cx0 = cx1 * wp.cos(q1) - cy1 * wp.sin(q1)
+    cy0 = cx1 * wp.sin(q1) + cy1 * wp.cos(q1)
+    cz0 = cz1 + params.c1
+
+    s1, c1 = wp.sin(q1), wp.cos(q1)
+    s2, c2 = wp.sin(q2), wp.cos(q2)
+    s3, c3 = wp.sin(q3), wp.cos(q3)
+    s4, c4 = wp.sin(q4), wp.cos(q4)
+    s5, c5 = wp.sin(q5), wp.cos(q5)
+    s6, c6 = wp.sin(q6), wp.cos(q6)
+
+    r_0c = wp.mat33f(
+        c1 * c2 * c3 - c1 * s2 * s3,
+        -s1,
+        c1 * c2 * s3 + c1 * s2 * c3,
+        s1 * c2 * c3 - s1 * s2 * s3,
+        c1,
+        s1 * c2 * s3 + s1 * s2 * c3,
+        -s2 * c3 - c2 * s3,
+        0.0,
+        -s2 * s3 + c2 * c3,
+    )
+    r_ce = wp.mat33f(
+        c4 * c5 * c6 - s4 * s6,
+        -c4 * c5 * s6 - s4 * c6,
+        c4 * s5,
+        s4 * c5 * c6 + c4 * s6,
+        -s4 * c5 * s6 + c4 * c6,
+        s4 * s5,
+        -s5 * c6,
+        s5 * s6,
+        c5,
+    )
+
+    r_0e = r_0c * r_ce
+    t_0e = wp.vec3f(
+        cx0 + params.c4 * r_0e[0, 2],
+        cy0 + params.c4 * r_0e[1, 2],
+        cz0 + params.c4 * r_0e[2, 2],
+    )
+
+    return wp.mat44f(
+        r_0e[0, 0],
+        r_0e[0, 1],
+        r_0e[0, 2],
+        t_0e[0],
+        r_0e[1, 0],
+        r_0e[1, 1],
+        r_0e[1, 2],
+        t_0e[1],
+        r_0e[2, 0],
+        r_0e[2, 1],
+        r_0e[2, 2],
+        t_0e[2],
+        0.0,
+        0.0,
+        0.0,
+        1.0,
+    )
+
+
+@wp.kernel
+def opw_fk_kernel(
+    qpos: wp.array(dtype=float),
+    ee_pose: wp.mat44f,
+    params: OPWparam,
+    offsets: wp.array(dtype=float),
+    sign_corrections: wp.array(dtype=float),
+    xpos: wp.array(dtype=float),
+):
+    i = wp.tid()
+    dof = 6
+    q1 = qpos[0 + i * dof] * sign_corrections[0] - offsets[0]
+    q2 = qpos[1 + i * dof] * sign_corrections[1] - offsets[1]
+    q3 = qpos[2 + i * dof] * sign_corrections[2] - offsets[2]
+    q4 = qpos[3 + i * dof] * sign_corrections[3] - offsets[3]
+    q5 = qpos[4 + i * dof] * sign_corrections[4] - offsets[4]
+    q6 = qpos[5 + i * dof] * sign_corrections[5] - offsets[5]
+
+    p_0e = opw_single_fk(q1, q2, q3, q4, q5, q6, params)
+    result = p_0e * ee_pose
+
+    # assign to result
+    for t in range(16):
+        xpos[t + i * 16] = result[t // 4, t % 4]
+
+
+@wp.kernel
+def opw_ik_kernel(
+    xpos: wp.array(dtype=float),
+    ee_pose_inv: wp.mat44f,
+    params: OPWparam,
+    offsets: wp.array(dtype=float),
+    sign_corrections: wp.array(dtype=float),
+    qpos: wp.array(dtype=float),
+    ik_valid: wp.array(dtype=int),
+):
+    i = wp.tid()
+    # TODO: warp slice ?
+    ee_pose = (
+        wp.mat44f(
+            xpos[i * 16 + 0],
+            xpos[i * 16 + 1],
+            xpos[i * 16 + 2],
+            xpos[i * 16 + 3],
+            xpos[i * 16 + 4],
+            xpos[i * 16 + 5],
+            xpos[i * 16 + 6],
+            xpos[i * 16 + 7],
+            xpos[i * 16 + 8],
+            xpos[i * 16 + 9],
+            xpos[i * 16 + 10],
+            xpos[i * 16 + 11],
+            xpos[i * 16 + 12],
+            xpos[i * 16 + 13],
+            xpos[i * 16 + 14],
+            xpos[i * 16 + 15],
+        )
+        * ee_pose_inv
+    )
+    r_ = wp.mat33f(
+        ee_pose[0, 0],
+        ee_pose[0, 1],
+        ee_pose[0, 2],
+        ee_pose[1, 0],
+        ee_pose[1, 1],
+        ee_pose[1, 2],
+        ee_pose[2, 0],
+        ee_pose[2, 1],
+        ee_pose[2, 2],
+    )
+    rz_ = wp.vec3f(ee_pose[0, 2], ee_pose[1, 2], ee_pose[2, 2])
+    t_ = wp.vec3f(ee_pose[0, 3], ee_pose[1, 3], ee_pose[2, 3])
+
+    # to wrist center position
+    c = t_ - params.c4 * rz_
+
+    r_xy2 = c[0] * c[0] + c[1] * c[1]
+    nx1_sqrt_arg = r_xy2 - params.b * params.b
+    nx1 = wp.sqrt(nx1_sqrt_arg) - params.a1
+
+    tmp1 = wp.atan2(c[1], c[0])
+    tmp2 = wp.atan2(params.b, nx1 + params.a1)
+    theta1_i = tmp1 - tmp2
+    theta1_ii = tmp1 + tmp2 - wp.pi
+
+    tmp3 = c[2] - params.c1
+    s1_2 = nx1 * nx1 + tmp3 * tmp3
+
+    tmp4 = nx1 + 2.0 * params.a1
+    s2_2 = tmp4 * tmp4 + tmp3 * tmp3
+    kappa_2 = params.a2 * params.a2 + params.c3 * params.c3
+
+    c2_2 = params.c2 * params.c2
+
+    tmp5 = s1_2 + c2_2 - kappa_2
+    s1 = wp.sqrt(s1_2)
+    s2 = wp.sqrt(s2_2)
+
+    # theta2
+    tmp13 = safe_acos(tmp5 / (2.0 * s1 * params.c2))
+    tmp14 = wp.atan2(nx1, c[2] - params.c1)
+    theta2_i = -tmp13 + tmp14
+    theta2_ii = tmp13 + tmp14
+
+    tmp6 = s2_2 + c2_2 - kappa_2
+    tmp15 = safe_acos(tmp6 / (2.0 * s2 * params.c2))
+    tmp16 = wp.atan2(nx1 + 2.0 * params.a1, c[2] - params.c1)
+    theta2_iii = -tmp15 - tmp16
+    theta2_iv = tmp15 - tmp16
+
+    # theta3
+    tmp7 = s1_2 - c2_2 - kappa_2
+    tmp8 = s2_2 - c2_2 - kappa_2
+    tmp9 = 2.0 * params.c2 * wp.sqrt(kappa_2)
+    tmp10 = wp.atan2(params.a2, params.c3)
+
+    tmp11 = safe_acos(tmp7 / tmp9)
+    theta3_i = tmp11 - tmp10
+    theta3_ii = -tmp11 - tmp10
+
+    tmp12 = safe_acos(tmp8 / tmp9)
+    theta3_iii = tmp12 - tmp10
+    theta3_iv = -tmp12 - tmp10
+
+    # precompute sin/cos(theta1)
+    theta1_i_sin = wp.sin(theta1_i)
+    theta1_i_cos = wp.cos(theta1_i)
+    theta1_ii_sin = wp.sin(theta1_ii)
+    theta1_ii_cos = wp.cos(theta1_ii)
+
+    sin1 = wp.vec4f(theta1_i_sin, theta1_i_sin, theta1_ii_sin, theta1_ii_sin)
+    cos1 = wp.vec4f(theta1_i_cos, theta1_i_cos, theta1_ii_cos, theta1_ii_cos)
+    s23 = wp.vec4f(
+        wp.sin(theta2_i + theta3_i),
+        wp.sin(theta2_ii + theta3_ii),
+        wp.sin(theta2_iii + theta3_iii),
+        wp.sin(theta2_iv + theta3_iv),
+    )
+    c23 = wp.vec4f(
+        wp.cos(theta2_i + theta3_i),
+        wp.cos(theta2_ii + theta3_ii),
+        wp.cos(theta2_iii + theta3_iii),
+        wp.cos(theta2_iv + theta3_iv),
+    )
+
+    # m for theta5
+    m = wp.vec4f(
+        r_[0, 2] * s23[0] * cos1[0] + r_[1, 2] * s23[0] * sin1[0] + r_[2, 2] * c23[0],
+        r_[0, 2] * s23[1] * cos1[1] + r_[1, 2] * s23[1] * sin1[1] + r_[2, 2] * c23[1],
+        r_[0, 2] * s23[2] * cos1[2] + r_[1, 2] * s23[2] * sin1[2] + r_[2, 2] * c23[2],
+        r_[0, 2] * s23[3] * cos1[3] + r_[1, 2] * s23[3] * sin1[3] + r_[2, 2] * c23[3],
+    )
+    theta5 = wp.vec4f(
+        wp.atan2(wp.sqrt(wp.clamp(1.0 - m[0] * m[0], 0.0, 1.0)), m[0]),
+        wp.atan2(wp.sqrt(wp.clamp(1.0 - m[1] * m[1], 0.0, 1.0)), m[1]),
+        wp.atan2(wp.sqrt(wp.clamp(1.0 - m[2] * m[2], 0.0, 1.0)), m[2]),
+        wp.atan2(wp.sqrt(wp.clamp(1.0 - m[3] * m[3], 0.0, 1.0)), m[3]),
+    )
+
+    theta4_i, theta6_i = th4_th6_for_branch(0, r_, sin1, cos1, s23, c23)
+    theta4_ii, theta6_ii = th4_th6_for_branch(1, r_, sin1, cos1, s23, c23)
+    theta4_iii, theta6_iii = th4_th6_for_branch(2, r_, sin1, cos1, s23, c23)
+    theta4_iv, theta6_iv = th4_th6_for_branch(3, r_, sin1, cos1, s23, c23)
+    theta5_i, theta5_ii, theta5_iii, theta5_iv = (
+        theta5[0],
+        theta5[1],
+        theta5[2],
+        theta5[3],
+    )
+    theta5_v, theta5_vi, theta5_vii, theta5_viii = (
+        -theta5_i,
+        -theta5_ii,
+        -theta5_iii,
+        -theta5_iv,
+    )
+
+    theta4_v, theta4_vi, theta4_vii, theta4_viii = (
+        theta4_i + wp.pi,
+        theta4_ii + wp.pi,
+        theta4_iii + wp.pi,
+        theta4_iv + wp.pi,
+    )
+    theta6_v, theta6_vi, theta6_vii, theta6_viii = (
+        theta6_i - wp.pi,
+        theta6_ii - wp.pi,
+        theta6_iii - wp.pi,
+        theta6_iv - wp.pi,
+    )
+    # combine all 8 solutions
+    theta = wp_vec48f(
+        theta1_i,
+        theta2_i,
+        theta3_i,
+        theta4_i,
+        theta5_i,
+        theta6_i,
+        theta1_i,
+        theta2_ii,
+        theta3_ii,
+        theta4_ii,
+        theta5_ii,
+        theta6_ii,
+        theta1_ii,
+        theta2_iii,
+        theta3_iii,
+        theta4_iii,
+        theta5_iii,
+        theta6_iii,
+        theta1_ii,
+        theta2_iv,
+        theta3_iv,
+        theta4_iv,
+        theta5_iv,
+        theta6_iv,
+        theta1_i,
+        theta2_i,
+        theta3_i,
+        theta4_v,
+        theta5_v,
+        theta6_v,
+        theta1_i,
+        theta2_ii,
+        theta3_ii,
+        theta4_vi,
+        theta5_vi,
+        theta6_vi,
+        theta1_ii,
+        theta2_iii,
+        theta3_iii,
+        theta4_vii,
+        theta5_vii,
+        theta6_vii,
+        theta1_ii,
+        theta2_iv,
+        theta3_iv,
+        theta4_viii,
+        theta5_viii,
+        theta6_viii,
+    )
+    DOF = 6
+    N_SOL = 8
+    # apply sign correction and offsets, and write to qpos
+    for j in range(N_SOL):
+        qpos_start = i * DOF * N_SOL + j * DOF
+
+        for k in range(DOF):
+            idx = j * DOF + k
+            qpos[qpos_start + k] = normalize_to_pi(
+                (theta[idx] + offsets[k]) * sign_corrections[k]
+            )
+
+        # filter invalid solutions
+        check_ee_pose = opw_single_fk(
+            theta[j * DOF + 0],
+            theta[j * DOF + 1],
+            theta[j * DOF + 2],
+            theta[j * DOF + 3],
+            theta[j * DOF + 4],
+            theta[j * DOF + 5],
+            params,
+        )
+        t_err, r_err = get_transform_err(check_ee_pose, ee_pose)
+        # mark invalid solutions (cannot pass ik check)
+        if t_err > 1e-2 or r_err > 1e-1:
+            ik_valid[i * N_SOL + j] = 0
+        else:
+            ik_valid[i * N_SOL + j] = 1
+
+
+@wp.kernel
+def opw_best_ik_kernel(
+    full_ik_result: wp.array(dtype=float),
+    full_ik_valid: wp.array(dtype=int),
+    qpos_seed: wp.array(dtype=float),
+    joint_weights: wp_vec6f,
+    best_ik_result: wp.array(dtype=float),
+    best_ik_valid: wp.array(dtype=int),
+):
+    i = wp.tid()
+    DOF = 6
+    N_SOL = 8
+
+    best_weighted_dis = float(1e10)
+    best_ids = int(-1)
+    for j in range(N_SOL):
+        is_full_valid = full_ik_valid[i * N_SOL + j]
+        if is_full_valid == 0:
+            # invalid ik result
+            continue
+        weighted_dis = 0.0
+        for t in range(DOF):
+            weighted_dis += (
+                (full_ik_result[i * N_SOL * DOF + j * DOF + t] - qpos_seed[i * DOF + t])
+                * joint_weights[0]
+                * (
+                    full_ik_result[i * N_SOL * DOF + j * DOF + t]
+                    - qpos_seed[i * DOF + t]
+                )
+                * joint_weights[0]
+            )
+        if weighted_dis < best_weighted_dis:
+            best_weighted_dis = weighted_dis
+            best_ids = j
+    if best_ids != -1:
+        # found best solution
+        best_ik_valid[i] = 1
+        for k in range(DOF):
+            best_ik_result[i * DOF + k] = full_ik_result[
+                i * N_SOL * DOF + best_ids * DOF + k
+            ]
+    else:
+        # no valid solution
+        best_ik_valid[i] = 0
diff --git a/embodichain/utils/warp/kinematics/srs_solver.py b/embodichain/utils/warp/kinematics/srs_solver.py
new file mode 100644
index 00000000..4e960b09
--- /dev/null
+++ b/embodichain/utils/warp/kinematics/srs_solver.py
@@ -0,0 +1,789 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import warp as wp
+
+
+@wp.func
+def identity_mat44() -> wp.mat44:
+    # fmt: off
+    return wp.mat44(
+        1.0, 0.0, 0.0, 0.0,
+        0.0, 1.0, 0.0, 0.0,
+        0.0, 0.0, 1.0, 0.0,
+        0.0, 0.0, 0.0, 1.0
+    )
+    # fmt: on
+
+
+@wp.func
+def identity_mat33() -> wp.mat33:
+    # fmt: off
+    return wp.mat33(
+        1.0, 0.0, 0.0,
+        0.0, 1.0, 0.0,
+        0.0, 0.0, 1.0
+    )
+    # fmt: on
+
+
+@wp.func
+def safe_acos(x: float) -> float:
+    return wp.acos(wp.clamp(x, -0.999999, 0.999999))
+
+
+@wp.func
+def safe_division(numerator: float, denominator: float, eps: float = 1e-10) -> float:
+    if wp.abs(denominator) < eps:
+        return 0.0
+    return numerator / denominator
+
+
+@wp.func
+def skew(vec: wp.vec3) -> wp.mat33:
+    """
+    Calculate the skew-symmetric matrix of a vector.
+
+    Args:
+        vec (wp.vec3): Input vector.
+
+    Returns:
+        wp.mat33: Skew-symmetric matrix.
+    """
+    # fmt: off
+    return wp.mat33(
+        0.0, -vec[2], vec[1],
+        vec[2], 0.0, -vec[0],
+        -vec[1], vec[0], 0.0,
+    )
+    # fmt: on
+
+
+@wp.func
+def dh_transform(d: float, alpha: float, a: float, theta: float) -> wp.mat44:
+    """
+    Compute the Denavit-Hartenberg transformation matrix.
+
+    Args:
+        d (float): Link offset.
+        alpha (float): Link twist.
+        a (float): Link length.
+        theta (float): Joint angle.
+
+    Returns:
+        wp.mat44: The resulting transformation matrix.
+    """
+    ct, st = wp.cos(theta), wp.sin(theta)
+    ca, sa = wp.cos(alpha), wp.sin(alpha)
+    # fmt: off
+    return wp.mat44(
+        ct,     -st * ca,  st * sa,    a * ct,
+        st,     ct * ca,   -ct * sa,   a * st,
+        0.0,    sa,        ca,         d,
+        0.0,    0.0,       0.0,        1.0
+    )
+    # fmt: on
+
+
+@wp.func
+def transform_pose(
+    target_xpos: wp.mat44,
+    T_b_ob_inv: wp.mat44,
+    T_e_oe_inv: wp.mat44,
+    tcp_inv: wp.mat44,
+) -> wp.mat44:
+    """
+    Transform the target pose to the TCP frame.
+    Args:
+        target_xpos (wp.mat44): The target pose matrix.
+        T_b_ob_inv (wp.mat44): Inverse base-to-object transform.
+        tcp_inv (wp.mat44): Inverse TCP transform.
+        T_e_oe_inv (wp.mat44): Inverse end-effector transform.
+    Returns:
+        wp.mat44: Transformed pose in TCP frame.
+    """
+    return T_b_ob_inv @ target_xpos @ tcp_inv @ T_e_oe_inv
+
+
+@wp.kernel
+def transform_pose_kernel(
+    target_xpos: wp.array(dtype=wp.mat44),
+    T_b_ob_inv: wp.mat44,
+    T_e_oe_inv: wp.mat44,
+    tcp_inv: wp.mat44,
+    output: wp.array(dtype=wp.mat44),
+):
+    """
+    Transform a batch of target poses to the TCP frame.
+
+    Args:
+        target_xpos (wp.array): Batch of target pose matrices.
+        T_b_ob_inv (wp.mat44): Inverse base-to-object transform.
+        tcp_inv (wp.mat44): Inverse TCP transform.
+        T_e_oe_inv (wp.mat44): Inverse end-effector transform.
+        output (wp.array): Output array for transformed poses.
+    """
+    tid = wp.tid()
+    output[tid] = T_b_ob_inv @ target_xpos[tid] @ tcp_inv @ T_e_oe_inv
+
+
+@wp.func
+def calculate_arm_joint_angles(
+    P_s_to_w: wp.vec3,
+    elbow_GC4: float,
+    link_lengths: wp.array(dtype=float),
+    res: wp.array(dtype=int),
+    joints: wp.array(dtype=wp.vec4),
+    tid: int,
+):
+    """
+    Compute joint angles for a 3-DOF arm given the shoulder-to-wrist vector.
+
+    Args:
+        P_s_to_w (wp.vec3): Shoulder-to-wrist vector.
+        elbow_GC4 (float): Elbow configuration, typically ±1.
+        link_lengths (wp.array): [d_bs, d_se, d_ew] for each segment length.
+        res (wp.array): Output success flag.
+        joints (wp.array): Output joint angles.
+        tid (int): Thread index.
+    """
+    d_bs = link_lengths[0]
+    d_se = link_lengths[1]
+    d_ew = link_lengths[2]
+
+    # Extract components
+    x, y, z = P_s_to_w.x, P_s_to_w.y, P_s_to_w.z
+    horizontal_distance = wp.length(wp.vec2(x, y))
+    shoulder_to_wrist_length = wp.length(P_s_to_w)
+
+    # Initialize joint values
+    joints_val = wp.vec4()
+
+    # Check reachability
+    if shoulder_to_wrist_length < wp.abs(d_bs + d_ew):
+        res[tid] = 0
+        joints[tid] = joints_val
+        return
+
+    # Compute elbow angle
+    elbow_cos_angle = (
+        wp.pow(shoulder_to_wrist_length, 2.0) - wp.pow(d_se, 2.0) - wp.pow(d_ew, 2.0)
+    ) / (2.0 * d_se * d_ew)
+    if wp.abs(elbow_cos_angle) > 1.0:
+        res[tid] = 0
+        joints[tid] = joints_val
+        return
+
+    joints_val[3] = elbow_GC4 * safe_acos(elbow_cos_angle)
+
+    # Compute shoulder angle
+    joints_val[0] = wp.atan2(y, x) if wp.abs(z) > 1e-6 else 0.0
+
+    # Compute joint 2 angle
+    angle_phi = safe_acos(
+        (wp.pow(d_se, 2.0) + wp.pow(shoulder_to_wrist_length, 2.0) - wp.pow(d_ew, 2.0))
+        / (2.0 * d_se * shoulder_to_wrist_length)
+    )
+    joints_val[1] = wp.atan2(horizontal_distance, z) + elbow_GC4 * angle_phi
+
+    # Set success flag and output joint values
+    res[tid] = 1
+    joints[tid] = joints_val
+
+
+@wp.func
+def compute_reference_plane(
+    pose: wp.mat44,
+    elbow_GC4: float,
+    link_lengths: wp.array(dtype=float),
+    dh_params: wp.array(dtype=float),
+    res: wp.array(dtype=int),
+    plane_normal: wp.array(dtype=wp.vec3),
+    base_to_elbow_rotation: wp.array(dtype=wp.mat33),
+    joints: wp.array(dtype=wp.vec4),
+    tid: int,
+):
+    """
+    Compute the reference plane normal, base-to-elbow rotation, and joint angles.
+
+    Args:
+        pose (wp.mat44): Target pose matrix (4x4).
+        elbow_GC4 (float): Elbow configuration, typically ±1.
+        link_lengths (wp.array): Link lengths, at least [d_bs, d_se, d_ew, d_hand].
+        dh_params (wp.array): DH parameters, shape [num_joints * 4].
+        res (wp.array): Output success flag.
+        plane_normal (wp.array): Output plane normal vector.
+        base_to_elbow_rotation (wp.array): Output base-to-elbow rotation matrix.
+        joints (wp.array): Output joint angles.
+        tid (int): Thread index.
+    """
+    # Extract position and rotation
+    P_target = wp.vec3(pose[0, 3], pose[1, 3], pose[2, 3])
+    # fmt: off
+    R_target = wp.mat33(
+        pose[0, 0], pose[0, 1], pose[0, 2],
+        pose[1, 0], pose[1, 1], pose[1, 2],
+        pose[2, 0], pose[2, 1], pose[2, 2],
+    )
+    # fmt: on
+
+    # Base to shoulder
+    P02 = wp.vec3(0.0, 0.0, link_lengths[0])
+    P67 = wp.vec3(0.0, 0.0, dh_params[6 * 4 + 0])
+
+    # Wrist position
+    P06 = P_target - R_target @ P67
+    # Shoulder to wrist
+    P26 = P06 - P02
+
+    # Calculate joint angles
+    calculate_arm_joint_angles(P26, elbow_GC4, link_lengths, res, joints, tid)
+    if res[tid] == 0:
+        plane_normal[tid] = wp.vec3()
+        base_to_elbow_rotation[tid] = identity_mat33()
+        joints[tid] = wp.vec4()
+        return
+
+    # Lower arm transformation (joint 4)
+    T34 = dh_transform(
+        dh_params[3 * 4 + 0], dh_params[3 * 4 + 1], dh_params[3 * 4 + 2], 0.0
+    )
+    P34 = wp.vec3(T34[0, 3], T34[1, 3], T34[2, 3])
+
+    # Reference plane normal
+    v1 = wp.normalize(P34 - P02)
+    v2 = wp.normalize(P06 - P02)
+    plane_normal[tid] = wp.cross(v1, v2)
+
+    # Compute base-to-elbow rotation
+    base_to_elbow_rotation[tid] = identity_mat33()
+    for i in range(3):
+        base_idx = i * 4
+        T = dh_transform(
+            dh_params[base_idx + 0],
+            dh_params[base_idx + 1],
+            dh_params[base_idx + 2],
+            joints[tid][i],
+        )
+        # fmt: off
+        base_to_elbow_rotation[tid] = base_to_elbow_rotation[tid] @ wp.mat33(
+            T[0, 0], T[0, 1], T[0, 2],
+            T[1, 0], T[1, 1], T[1, 2],
+            T[2, 0], T[2, 1], T[2, 2],
+        )
+        # fmt: on
+
+    res[tid] = 1
+
+
+@wp.kernel
+def compute_fk_kernel(
+    joint_angles: wp.array(dtype=float),
+    dh_params: wp.array(dtype=float),
+    rotation_directions: wp.array(dtype=float),
+    T_b_ob: wp.mat44,
+    T_oe_e: wp.mat44,
+    tcp_transform: wp.mat44,
+    pose_out: wp.array(dtype=wp.mat44),
+    success: wp.array(dtype=int),
+):
+    """
+    Compute forward kinematics (FK) for a batch of joint states.
+
+    Args:
+        joint_angles (wp.array): Array of joint angles for each target ([N * num_joints]).
+        dh_params (wp.array): Denavit-Hartenberg parameters for the robot
+            ([num_joints * 4], where each joint has [d, alpha, a, theta]).
+        rotation_directions (wp.array): Array of rotation direction multipliers for each joint ([num_joints]).
+        T_b_ob (wp.mat44): Base-to-object transformation matrix.
+        T_oe_e (wp.mat44): End-effector-to-object transformation matrix.
+        tcp_transform (wp.mat44): Tool center point (TCP) transformation matrix.
+        pose_out (wp.array): Output array for computed poses ([N, 4x4]).
+        success (wp.array): Output array indicating whether FK computation was successful ([N]).
+    """
+    tid = wp.tid()
+    num_joints = rotation_directions.shape[0]
+
+    # Initialize pose as identity matrix
+    pose = identity_mat44()
+
+    # Loop through each joint and apply DH transformation
+    for i in range(num_joints):
+        base_idx = i * 4
+        d = dh_params[base_idx + 0]
+        alpha = dh_params[base_idx + 1]
+        a = dh_params[base_idx + 2]
+        theta = dh_params[base_idx + 3]
+        theta += joint_angles[tid * num_joints + i] * rotation_directions[i]
+        T = dh_transform(d, alpha, d, theta)
+        pose = pose @ T
+
+    # Apply additional transforms: base, end-effector, TCP
+    pose = T_b_ob @ pose @ T_oe_e @ tcp_transform
+
+    # Output pose and set success flag
+    pose_out[tid] = pose
+    success[tid] = 1
+
+
+@wp.func
+def frobenius_norm(mat: wp.mat44) -> float:
+    """
+    Compute the Frobenius norm of a 4x4 matrix.
+
+    Args:
+        mat (wp.mat44): Input matrix.
+
+    Returns:
+        float: Frobenius norm of the matrix.
+    """
+    norm = 0.0
+    for i in range(4):
+        for j in range(4):
+            norm += wp.pow(mat[i, j], 2.0)
+    return wp.sqrt(norm)
+
+
+@wp.func
+def validate_fk_with_target(
+    q1: float,
+    q2: float,
+    q3: float,
+    q4: float,
+    q5: float,
+    q6: float,
+    q7: float,
+    dh_params: wp.array(dtype=float),
+    rotation_directions: wp.array(dtype=float),
+    target_xpos: wp.mat44,
+    tolerance: float,
+) -> int:
+    """
+    Validate if the FK result matches the target pose within a given tolerance.
+
+    Args:
+        joint_angles (wp.array): Joint angles for FK computation.
+        dh_params (wp.array): Denavit-Hartenberg parameters.
+        rotation_directions (wp.array): Rotation direction multipliers for each joint.
+        target_xpos (wp.mat44): Target pose matrix.
+        tolerance (float): Allowed error tolerance for validation.
+
+    Returns:
+        int: 1 if FK result matches the target pose within tolerance, 0 otherwise.
+    """
+    num_joints = wp.int32(rotation_directions.shape[0])
+
+    # Initialize pose as identity matrix
+    pose = identity_mat44()
+
+    # Compute FK
+    for i in range(num_joints):
+        d = dh_params[i * 4 + 0]
+        alpha = dh_params[i * 4 + 1]
+        a = dh_params[i * 4 + 2]
+        theta = dh_params[i * 4 + 3]
+        # Apply joint angle with rotation direction
+        if i == 0:
+            joint_angle = q1
+        elif i == 1:
+            joint_angle = q2
+        elif i == 2:
+            joint_angle = q3
+        elif i == 3:
+            joint_angle = q4
+        elif i == 4:
+            joint_angle = q5
+        elif i == 5:
+            joint_angle = q6
+        elif i == 6:
+            joint_angle = q7
+
+        theta += joint_angle * rotation_directions[i]
+        T = dh_transform(d, alpha, a, theta)
+        pose = pose @ T
+
+    # Compute the Frobenius norm of the difference
+    pose_diff = pose - target_xpos
+    pose_error = frobenius_norm(pose_diff)
+
+    # Validate against tolerance
+    return 1 if pose_error <= tolerance else 0
+
+
+# TODO: automatic gradient support
+@wp.kernel
+def compute_ik_kernel(
+    combinations: wp.array(dtype=wp.vec3),
+    target_xpos_list: wp.array(dtype=wp.mat44),
+    angles_list: wp.array(dtype=float),
+    qpos_limits: wp.array(dtype=wp.vec2),
+    configs: wp.array(dtype=wp.vec3),
+    dh_params: wp.array(dtype=float),
+    link_lengths: wp.array(dtype=float),
+    rotation_directions: wp.array(dtype=float),
+    res_arm_angles: wp.array(dtype=int),
+    joints_arm: wp.array(dtype=wp.vec4),
+    res_plane_normal: wp.array(dtype=int),
+    plane_normal: wp.array(dtype=wp.vec3),
+    base_to_elbow_rotation: wp.array(dtype=wp.mat33),
+    joints_plane: wp.array(dtype=wp.vec4),
+    success: wp.array(dtype=int),
+    qpos_out: wp.array(dtype=float),
+):
+    """
+    Compute inverse kinematics (IK) in parallel for multiple target poses.
+
+    Args:
+        combinations (wp.array): Array of combinations, where each entry specifies
+            the indices of the target pose, configuration, and reference angle.
+        target_xpos_list (wp.array): Array of target poses (4x4 transformation matrices).
+        angles_list (wp.array): Array of reference angles for IK computation.
+        qpos_limits (wp.array): Array of joint position limits (min, max) for each joint.
+        configs (wp.array): Array of configuration vectors (shoulder, elbow, wrist).
+        dh_params (wp.array): Denavit-Hartenberg parameters for the robot.
+        link_lengths (wp.array): Array of link lengths for the robot arm.
+        rotation_directions (wp.array): Array of rotation direction multipliers for each joint.
+        res_arm_angles (wp.array): Output array for arm joint angle computation results.
+        joints_arm (wp.array): Output array for computed arm joint angles.
+        res_plane_normal (wp.array): Output array for plane normal computation results.
+        plane_normal (wp.array): Output array for computed plane normal vectors.
+        base_to_elbow_rotation (wp.array): Output array for base-to-elbow rotation matrices.
+        joints_plane (wp.array): Output array for computed joint angles in the plane.
+        success (wp.array): Output array indicating whether IK computation was successful.
+        qpos_out (wp.array): Output array for computed joint positions.
+
+    Notes:
+        This kernel computes the inverse kinematics for a batch of target poses in parallel.
+        It validates the computed joint positions against joint limits and the target pose.
+        Successful solutions are stored in the output arrays.
+    """
+    tid = wp.tid()  # Thread ID (for batch processing, if needed)
+
+    # Extract indices
+    target_idx = int(combinations[tid][0])
+    config_idx = int(combinations[tid][1])
+    angle_idx = int(combinations[tid][2])
+
+    # Load inputs
+    target_xpos = target_xpos_list[target_idx]
+    config = configs[config_idx]
+    angle_ref = angles_list[angle_idx]
+
+    # Extract shoulder, elbow, wrist configurations
+    shoulder_config, elbow_config, wrist_config = config.x, config.y, config.z
+
+    # Transform target pose (xpos_ = target_xpos @ tcp_inv @ T_e_oe_inv)
+    # fmt: off
+    P_target = wp.vec3(target_xpos[0, 3], target_xpos[1, 3], target_xpos[2, 3])
+    R_target = wp.mat33(
+        target_xpos[0, 0], target_xpos[0, 1], target_xpos[0, 2],
+        target_xpos[1, 0], target_xpos[1, 1], target_xpos[1, 2],
+        target_xpos[2, 0], target_xpos[2, 1], target_xpos[2, 2],
+    )
+    # fmt: on
+
+    # Compute shoulder-to-wrist vector
+    P02 = wp.vec3(0.0, 0.0, link_lengths[0])
+    P67 = wp.vec3(0.0, 0.0, dh_params[12])
+    P06 = P_target - R_target @ P67
+    P26 = P06 - P02
+
+    calculate_arm_joint_angles(
+        P26, elbow_config, link_lengths, res_arm_angles, joints_arm, tid
+    )
+    if res_arm_angles[tid] == 0:
+        success[tid] = 0
+        return
+    joints_v = joints_arm[tid]
+
+    # fmt: off
+    # Calculate transformations
+    T34 = dh_transform(
+        dh_params[12],
+        dh_params[13],
+        dh_params[14],
+        joints_v[3],
+    )
+    R34 = wp.mat33(
+        T34[0, 0], T34[0, 1], T34[0, 2],
+        T34[1, 0], T34[1, 1], T34[1, 2],
+        T34[2, 0], T34[2, 1], T34[2, 2],
+    )
+    # fmt: on
+
+    # Calculate reference joint angles
+    compute_reference_plane(
+        target_xpos,
+        elbow_config,
+        link_lengths,
+        dh_params,
+        res_plane_normal,
+        plane_normal,
+        base_to_elbow_rotation,
+        joints_plane,
+        tid,
+    )
+    if res_plane_normal[tid] == 0:
+        success[tid] = 0
+        return
+
+    R03_o = base_to_elbow_rotation[tid]
+
+    usw = wp.normalize(P26)
+    skew_usw = skew(usw)
+    s_psi = wp.sin(angle_ref)
+    c_psi = wp.cos(angle_ref)
+
+    # Calculate shoulder joint angles (q1, q2, q3)
+    As = skew_usw @ R03_o
+    Bs = -skew_usw @ skew_usw @ R03_o
+    Cs = wp.outer(usw, usw) @ R03_o
+    R03 = (
+        (skew_usw @ R03_o) * s_psi
+        + (-skew_usw @ skew_usw @ R03_o) * c_psi
+        + (wp.outer(usw, usw) @ R03_o)
+    )
+
+    # TODO: judgment shoulder singularity
+    q1 = wp.atan2(R03[1, 1] * shoulder_config, R03[0, 1] * shoulder_config)
+    q2 = safe_acos(R03[2, 1]) * shoulder_config
+    q3 = wp.atan2(-R03[2, 2] * shoulder_config, -R03[2, 0] * shoulder_config)
+
+    # Calculate wrist joint angles (q5, q6, q7)
+    Aw = wp.transpose(R34) @ wp.transpose(As) @ R_target
+    Bw = wp.transpose(R34) @ wp.transpose(Bs) @ R_target
+    Cw = wp.transpose(R34) @ wp.transpose(Cs) @ R_target
+    R47 = Aw * s_psi + Bw * c_psi + Cw
+
+    q4 = joints_v[3]
+    # TODO: judgment wrist singularity
+    q5 = wp.atan2(R47[1, 2] * wrist_config, R47[0, 2] * wrist_config)
+    q6 = safe_acos(R47[2, 2]) * wrist_config
+    q7 = wp.atan2(R47[2, 1] * wrist_config, -R47[2, 0] * wrist_config)
+
+    out_of_limits = int(0)
+
+    q1_val = (q1 - dh_params[3]) * rotation_directions[0]
+    q2_val = (q2 - dh_params[7]) * rotation_directions[1]
+    q3_val = (q3 - dh_params[11]) * rotation_directions[2]
+    q4_val = (q4 - dh_params[15]) * rotation_directions[3]
+    q5_val = (q5 - dh_params[19]) * rotation_directions[4]
+    q6_val = (q6 - dh_params[23]) * rotation_directions[5]
+    q7_val = (q7 - dh_params[27]) * rotation_directions[6]
+
+    out_of_limits = int(0)
+    out_of_limits = out_of_limits | (
+        1 if (q1_val < qpos_limits[0][0] or q1_val > qpos_limits[0][1]) else 0
+    )
+    out_of_limits = out_of_limits | (
+        1 if (q2_val < qpos_limits[1][0] or q2_val > qpos_limits[1][1]) else 0
+    )
+    out_of_limits = out_of_limits | (
+        1 if (q3_val < qpos_limits[2][0] or q3_val > qpos_limits[2][1]) else 0
+    )
+    out_of_limits = out_of_limits | (
+        1 if (q4_val < qpos_limits[3][0] or q4_val > qpos_limits[3][1]) else 0
+    )
+    out_of_limits = out_of_limits | (
+        1 if (q5_val < qpos_limits[4][0] or q5_val > qpos_limits[4][1]) else 0
+    )
+    out_of_limits = out_of_limits | (
+        1 if (q6_val < qpos_limits[5][0] or q6_val > qpos_limits[5][1]) else 0
+    )
+    out_of_limits = out_of_limits | (
+        1 if (q7_val < qpos_limits[6][0] or q7_val > qpos_limits[6][1]) else 0
+    )
+
+    # Check joint limits
+    if out_of_limits == 1:
+        success[tid] = 0
+        return
+
+    is_valid = validate_fk_with_target(
+        q1=q1_val,
+        q2=q2_val,
+        q3=q3_val,
+        q4=q4_val,
+        q5=q5_val,
+        q6=q6_val,
+        q7=q7_val,
+        dh_params=dh_params,
+        rotation_directions=rotation_directions,
+        target_xpos=target_xpos,
+        tolerance=1e-4,
+    )
+
+    # Save joint angles only if valid
+    if is_valid:
+        qpos_out[tid * 7] = q1_val
+        qpos_out[tid * 7 + 1] = q2_val
+        qpos_out[tid * 7 + 2] = q3_val
+        qpos_out[tid * 7 + 3] = q4_val
+        qpos_out[tid * 7 + 4] = q5_val
+        qpos_out[tid * 7 + 5] = q6_val
+        qpos_out[tid * 7 + 6] = q7_val
+        success[tid] = 1  # Mark as successful
+    else:
+        success[tid] = 0  # Mark as failed
+
+
+@wp.kernel
+def sort_ik_kernel(
+    qpos_out: wp.array(dtype=float),  # [N * N_SOL, 7]
+    success: wp.array(dtype=int),  # [N * N_SOL]
+    qpos_seed: wp.array(dtype=float),  # [N, 7]
+    ik_weight: wp.array(dtype=float),  # [7]
+    distances: wp.array(dtype=float),  # [N, N_SOL]
+    indices: wp.array(dtype=int),  # [N, N_SOL]
+    N_SOL: int,
+    sorted_qpos: wp.array(dtype=float),  # [N, N_SOL, 7]
+    sorted_valid: wp.array(dtype=int),  # [N, N_SOL]
+):
+    """
+    Sort inverse kinematics (IK) solutions for multiple targets based on their distances
+    to a seed configuration.
+
+    Args:
+        qpos_out (wp.array): Array of computed joint positions for all solutions
+            ([N * N_SOL, 7]).
+        success (wp.array): Array indicating whether each solution is valid ([N * N_SOL]).
+        qpos_seed (wp.array): Array of seed joint positions for each target ([N, 7]).
+        ik_weight (wp.array): Array of weights for each joint to compute distance ([7]).
+        distances (wp.array): Output array to store computed distances ([N, N_SOL]).
+        indices (wp.array): Output array to store sorted indices ([N, N_SOL]).
+        N_SOL (int): Number of solutions per target.
+        sorted_qpos (wp.array): Output array for sorted joint positions ([N, N_SOL, 7]).
+        sorted_valid (wp.array): Output array for sorted validity flags ([N, N_SOL]).
+    """
+    tid = wp.tid()  # target index
+
+    # 1. compute distances
+    for i in range(N_SOL):
+        idx = tid * N_SOL + i
+        valid = success[idx]
+        dist = 0.0
+        if valid:
+            for j in range(7):
+                diff = qpos_out[idx * 7 + j] - qpos_seed[tid * 7 + j]
+                dist += ik_weight[j] * diff * diff
+        else:
+            dist = 1e10
+
+        distances[idx] = dist
+        indices[idx] = i
+
+    # 2. bubble sort (only sort the N_SOL solutions for the current target)
+    for i in range(N_SOL):
+        min_idx = i
+        for j in range(i + 1, N_SOL):
+            idx_a = tid * N_SOL + min_idx
+            idx_b = tid * N_SOL + j
+            if distances[idx_b] < distances[idx_a]:
+                min_idx = j
+        # Swap
+        if min_idx != i:
+            idx_i = tid * N_SOL + i
+            idx_min = tid * N_SOL + min_idx
+            tmp_dist = distances[idx_i]
+            distances[idx_i] = distances[idx_min]
+            distances[idx_min] = tmp_dist
+            tmp_idx = indices[idx_i]
+            indices[idx_i] = indices[idx_min]
+            indices[idx_min] = tmp_idx
+
+    # 3. reorder qpos_out and success according to sorted indices
+    for i in range(N_SOL):
+        src_idx = tid * N_SOL + indices[tid * N_SOL + i]
+        for j in range(7):
+            sorted_qpos[(tid * N_SOL + i) * 7 + j] = qpos_out[src_idx * 7 + j]
+        sorted_valid[tid * N_SOL + i] = success[src_idx]
+
+
+@wp.kernel
+def nearest_ik_kernel(
+    qpos_out: wp.array(dtype=float),  # [N * N_SOL * 7]
+    success: wp.array(dtype=int),  # [N * N_SOL]
+    qpos_seed: wp.array(dtype=float),  # [N * 7]
+    ik_weight: wp.array(dtype=float),  # [7]
+    N_SOL: int,
+    nearest_qpos: wp.array(dtype=float),  # [N * 7]
+    nearest_valid: wp.array(dtype=int),  # [N]
+):
+    """
+    Find the nearest valid inverse kinematics (IK) solution for each target.
+
+    Args:
+        qpos_out (wp.array): Array of computed joint positions for all solutions
+            ([N * N_SOL, 7]).
+        success (wp.array): Array indicating whether each solution is valid ([N * N_SOL]).
+        qpos_seed (wp.array): Array of seed joint positions for each target ([N, 7]).
+        ik_weight (wp.array): Array of weights for each joint to compute distance ([7]).
+        N_SOL (int): Number of solutions per target.
+        nearest_qpos (wp.array): Output array for the nearest joint positions ([N, 7]).
+        nearest_valid (wp.array): Output array indicating whether a valid solution was found ([N]).
+    """
+
+    tid = wp.tid()  # target index
+
+    min_dist = float(1e20)
+    nearest_idx = int(-1)
+
+    for i in range(N_SOL):
+        idx = tid * N_SOL + i
+        if success[idx]:
+            dist = 0.0
+            for j in range(7):
+                diff = qpos_out[idx * 7 + j] - qpos_seed[tid * 7 + j]
+                dist += ik_weight[j] * diff * diff
+            if dist < min_dist:
+                min_dist = dist
+                nearest_idx = idx
+
+    if nearest_idx >= 0:
+        for j in range(7):
+            nearest_qpos[tid * 7 + j] = qpos_out[nearest_idx * 7 + j]
+        nearest_valid[tid] = 1
+    else:
+        for j in range(7):
+            nearest_qpos[tid * 7 + j] = 0.0
+        nearest_valid[tid] = 0
+
+
+@wp.kernel
+def check_success_kernel(
+    success_wp: wp.array(dtype=int),
+    num_solutions: int,
+    success_counts: wp.array(dtype=int),
+):
+    """
+    Count the number of successful inverse kinematics (IK) solutions for each target.
+
+    Args:
+        success_wp (wp.array): Array indicating whether each solution is valid
+            ([N * num_solutions], where N is the number of targets).
+        num_solutions (int): Number of solutions per target.
+        success_counts (wp.array): Output array to store the count of valid solutions
+            for each target ([N]).
+    """
+    tid = wp.tid()  # target index
+    count = int(0)
+
+    for i in range(num_solutions):
+        idx = tid * num_solutions + i
+        if success_wp[idx]:
+            count += 1
+
+    success_counts[tid] = count
diff --git a/embodichain/utils/warp/kinematics/warp_trajectory.py b/embodichain/utils/warp/kinematics/warp_trajectory.py
new file mode 100644
index 00000000..535136b3
--- /dev/null
+++ b/embodichain/utils/warp/kinematics/warp_trajectory.py
@@ -0,0 +1,180 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+import warp as wp
+
+
+@wp.kernel
+def trajectory_get_diff_kernel(
+    in_trajectory: wp.array(dtype=float),
+    key_indices: wp.array(dtype=int),
+    key_frames: wp.array(dtype=float),
+    waypoint_num: int,
+    dof: int,
+    key_frame_num: int,
+    warp_trajectory: wp.array(dtype=float),
+):
+    """warp trajectory get diff kernel
+
+    Args:
+        in_trajectory (wp.array, optional): (waypoint_num * dof) of float. Input trajectory.
+        key_indices (wp.array, optional): (key_frame_num,) of int. Key frame indices.
+        key_frames (wp.array, optional): (bn * key_frame_num * dof) of float. Batch key frames.
+        waypoint_num (int): number of waypoints.
+        dof (int): number of degrees of freedom.
+        key_frame_num (int): number of key frames.
+        warp_trajectory (wp.array, optional): (bn * waypoint_num * dof) of float. Output warp trajectory.
+    """
+    arena_id, dim = wp.tid()
+
+    # write_diff
+    for i in range(key_frame_num):
+        key_id = key_indices[i]
+        warp_id = arena_id * waypoint_num * dof + key_id * dof + dim
+        key_frame_id = arena_id * key_frame_num * dof + i * dof + dim
+        in_trajectory_id = key_id * dof + dim
+        warp_trajectory[warp_id] = (
+            key_frames[key_frame_id] - in_trajectory[in_trajectory_id]
+        )
+
+
+@wp.kernel
+def trajectory_interpolate_kernel(
+    key_indices: wp.array(dtype=int),
+    waypoint_num: int,
+    dof: int,
+    key_frame_num: int,
+    warp_trajectory: wp.array(dtype=float),
+):
+    """warp trajectory interpolate kernel
+
+    Args:
+        key_indices (wp.array, optional): (key_frame_num,) of int. Key frame indices.
+        waypoint_num (int): number of waypoints.
+        dof (int): number of degrees of freedom.
+        key_frame_num (int): number of key frames.
+        warp_trajectory (wp.array, optional): (bn * waypoint_num * dof) of float. Output warp trajectory.
+    """
+    arena_id, waypoint_id, dim = wp.tid()
+    inter_warp_id = arena_id * waypoint_num * dof + waypoint_id * dof + dim
+
+    start_id = int(-1)
+    end_id = int(-1)
+    # find start id and end id
+    # assume key_indices is sorted, start from 0, end at waypoint_num - 1
+    for i in range(key_frame_num):
+        key_id = key_indices[i]
+        # to the final one
+        if waypoint_id >= key_id:
+            start_id = key_id
+            end_id = key_indices[i + 1]
+
+    if waypoint_id == end_id or waypoint_id == start_id:
+        # start | final key frame, only add to interp id
+        return
+
+    if start_id == -1 or end_id == -1:
+        # invalid, do nothing
+        return
+
+    alpha = float(waypoint_id - start_id) / float(end_id - start_id)
+    start_warp_id = arena_id * waypoint_num * dof + start_id * dof + dim
+    end_warp_id = arena_id * waypoint_num * dof + end_id * dof + dim
+
+    warp_trajectory[inter_warp_id] = (1.0 - alpha) * warp_trajectory[
+        start_warp_id
+    ] + alpha * warp_trajectory[end_warp_id]
+
+
+@wp.kernel
+def trajectory_add_origin_kernel(
+    in_trajectory: wp.array(dtype=float),
+    waypoint_num: int,
+    dof: int,
+    warp_trajectory: wp.array(dtype=float),
+):
+    arena_id, waypoint_id, dim = wp.tid()
+    inter_warp_id = arena_id * waypoint_num * dof + waypoint_id * dof + dim
+    in_trajectory_id = waypoint_id * dof + dim
+    warp_trajectory[inter_warp_id] += in_trajectory[in_trajectory_id]
+
+
+@wp.kernel
+def get_offset_qpos_kernel(
+    key_obj_indices: wp.array(dtype=int),
+    obj_offset: wp.array(dtype=float),
+    key_xpos: wp.array(dtype=float),
+    base_xpos_inv: wp.mat44f,
+    n_batch: int,
+    n_keyframe: int,
+    key_xpos_offset: wp.array(dtype=float),
+):
+    batch_id, key_id = wp.tid()
+    obj_idx = key_obj_indices[key_id]
+    obj_offset_idx = n_batch * obj_idx + batch_id
+    obj_offset_pose = wp.mat44f(
+        obj_offset[obj_offset_idx * 16 + 0],
+        obj_offset[obj_offset_idx * 16 + 1],
+        obj_offset[obj_offset_idx * 16 + 2],
+        obj_offset[obj_offset_idx * 16 + 3],
+        obj_offset[obj_offset_idx * 16 + 4],
+        obj_offset[obj_offset_idx * 16 + 5],
+        obj_offset[obj_offset_idx * 16 + 6],
+        obj_offset[obj_offset_idx * 16 + 7],
+        obj_offset[obj_offset_idx * 16 + 8],
+        obj_offset[obj_offset_idx * 16 + 9],
+        obj_offset[obj_offset_idx * 16 + 10],
+        obj_offset[obj_offset_idx * 16 + 11],
+        obj_offset[obj_offset_idx * 16 + 12],
+        obj_offset[obj_offset_idx * 16 + 13],
+        obj_offset[obj_offset_idx * 16 + 14],
+        obj_offset[obj_offset_idx * 16 + 15],
+    )
+    key_xpos_single = wp.mat44f(
+        key_xpos[key_id * 16 + 0],
+        key_xpos[key_id * 16 + 1],
+        key_xpos[key_id * 16 + 2],
+        key_xpos[key_id * 16 + 3],
+        key_xpos[key_id * 16 + 4],
+        key_xpos[key_id * 16 + 5],
+        key_xpos[key_id * 16 + 6],
+        key_xpos[key_id * 16 + 7],
+        key_xpos[key_id * 16 + 8],
+        key_xpos[key_id * 16 + 9],
+        key_xpos[key_id * 16 + 10],
+        key_xpos[key_id * 16 + 11],
+        key_xpos[key_id * 16 + 12],
+        key_xpos[key_id * 16 + 13],
+        key_xpos[key_id * 16 + 14],
+        key_xpos[key_id * 16 + 15],
+    )
+    key_xpos_offset_i = base_xpos_inv * key_xpos_single * obj_offset_pose
+    key_xpos_offset_idx = batch_id * n_keyframe + key_id
+    key_xpos_offset[key_xpos_offset_idx * 16 + 0] = key_xpos_offset_i[0][0]
+    key_xpos_offset[key_xpos_offset_idx * 16 + 1] = key_xpos_offset_i[0][1]
+    key_xpos_offset[key_xpos_offset_idx * 16 + 2] = key_xpos_offset_i[0][2]
+    key_xpos_offset[key_xpos_offset_idx * 16 + 3] = key_xpos_offset_i[0][3]
+    key_xpos_offset[key_xpos_offset_idx * 16 + 4] = key_xpos_offset_i[1][0]
+    key_xpos_offset[key_xpos_offset_idx * 16 + 5] = key_xpos_offset_i[1][1]
+    key_xpos_offset[key_xpos_offset_idx * 16 + 6] = key_xpos_offset_i[1][2]
+    key_xpos_offset[key_xpos_offset_idx * 16 + 7] = key_xpos_offset_i[1][3]
+    key_xpos_offset[key_xpos_offset_idx * 16 + 8] = key_xpos_offset_i[2][0]
+    key_xpos_offset[key_xpos_offset_idx * 16 + 9] = key_xpos_offset_i[2][1]
+    key_xpos_offset[key_xpos_offset_idx * 16 + 10] = key_xpos_offset_i[2][2]
+    key_xpos_offset[key_xpos_offset_idx * 16 + 11] = key_xpos_offset_i[2][3]
+    key_xpos_offset[key_xpos_offset_idx * 16 + 12] = key_xpos_offset_i[3][0]
+    key_xpos_offset[key_xpos_offset_idx * 16 + 13] = key_xpos_offset_i[3][1]
+    key_xpos_offset[key_xpos_offset_idx * 16 + 14] = key_xpos_offset_i[3][2]
+    key_xpos_offset[key_xpos_offset_idx * 16 + 15] = key_xpos_offset_i[3][3]
diff --git a/examples/gym/pour_water.sh b/examples/gym/pour_water.sh
new file mode 100755
index 00000000..49485f16
--- /dev/null
+++ b/examples/gym/pour_water.sh
@@ -0,0 +1,3 @@
+python -m embodichain.lab.scripts.run_env --gym_config configs/gym/pour_water/gym_config.json \
+       --action_config configs/gym/pour_water/action_config.json \
+       --filter_visual_rand
diff --git a/examples/gym/run_scoop_ice.sh b/examples/gym/run_scoop_ice.sh
new file mode 100755
index 00000000..269f4797
--- /dev/null
+++ b/examples/gym/run_scoop_ice.sh
@@ -0,0 +1 @@
+python -m embodichain.lab.scripts.run_env --gym_config configs/gym/scoop_ice/gym_config.json
diff --git a/examples/sim/demo/grasp_cup_to_caffe.py b/examples/sim/demo/grasp_cup_to_caffe.py
new file mode 100644
index 00000000..c1073c3f
--- /dev/null
+++ b/examples/sim/demo/grasp_cup_to_caffe.py
@@ -0,0 +1,469 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""
+This script demonstrates the creation and simulation of a robot with dexterous hands,
+and performs a scoop ice task in a simulated environment.
+"""
+
+import argparse
+import numpy as np
+import torch
+from tqdm import tqdm
+from typing import Union
+from scipy.spatial.transform import Rotation as R
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import Robot, RigidObject
+from embodichain.lab.sim.cfg import (
+    LightCfg,
+    JointDrivePropertiesCfg,
+    RigidObjectCfg,
+    RigidBodyAttributesCfg,
+    ArticulationCfg,
+)
+from embodichain.lab.sim.utility.action_utils import interpolate_with_distance_warp
+from embodichain.lab.sim.shapes import MeshCfg
+from embodichain.data import get_data_path
+from embodichain.utils import logger
+
+from embodichain.lab.sim.robots.dexforce_w1.cfg import DexforceW1Cfg
+
+
+def parse_arguments():
+    """
+    Parse command-line arguments to configure the simulation.
+
+    Returns:
+        argparse.Namespace: Parsed arguments including number of environments and rendering options.
+    """
+    parser = argparse.ArgumentParser(
+        description="Create and simulate a robot in SimulationManager"
+    )
+    parser.add_argument(
+        "--num_envs", type=int, default=9, help="Number of parallel environments"
+    )
+    parser.add_argument(
+        "--enable_rt", action="store_true", help="Enable ray tracing rendering"
+    )
+    parser.add_argument("--headless", action="store_true", help="Enable headless mode")
+    parser.add_argument(
+        "--device",
+        type=str,
+        default="cpu",
+        help="device to run the environment on, e.g., 'cpu' or 'cuda'",
+    )
+    return parser.parse_args()
+
+
+def initialize_simulation(args) -> SimulationManager:
+    """
+    Initialize the simulation environment based on the provided arguments.
+
+    Args:
+        args (argparse.Namespace): Parsed command-line arguments.
+
+    Returns:
+        SimulationManager: Configured simulation manager instance.
+    """
+    config = SimulationManagerCfg(
+        headless=True,
+        sim_device=args.device,
+        enable_rt=args.enable_rt,
+        physics_dt=1.0 / 100.0,
+    )
+    sim = SimulationManager(config)
+
+    sim.build_multiple_arenas(args.num_envs, space=2.5)
+    # Set manual physics update for precise control
+    sim.set_manual_update(True)
+
+    if args.enable_rt:
+        light = sim.add_light(
+            cfg=LightCfg(
+                uid="main_light",
+                color=(0.6, 0.6, 0.6),
+                intensity=30.0,
+                init_pos=(1.0, 0, 3.0),
+            )
+        )
+
+    return sim
+
+
+def create_robot(sim: SimulationManager) -> Robot:
+    """
+    Create and configure a robot with an arm and a dexterous hand in the simulation.
+
+    Args:
+        sim (SimulationManager): The simulation manager instance.
+
+    Returns:
+        Robot: The configured robot instance added to the simulation.
+    """
+    cfg = DexforceW1Cfg.from_dict(
+        {
+            "uid": "dexforce_w1",
+            "init_pos": [0.4, -0.5, 0.0],
+        }
+    )
+    cfg.solver_cfg["left_arm"].tcp = np.array(
+        [
+            [1.0, 0.0, 0.0, 0.012],
+            [0.0, 1.0, 0.0, 0.04],
+            [0.0, 0.0, 1.0, 0.11],
+            [0.0, 0.0, 0.0, 1.0],
+        ]
+    )
+    cfg.solver_cfg["right_arm"].tcp = np.array(
+        [
+            [1.0, 0.0, 0.0, 0.012],
+            [0.0, 1.0, 0.0, -0.04],
+            [0.0, 0.0, 1.0, 0.11],
+            [0.0, 0.0, 0.0, 1.0],
+        ]
+    )
+
+    cfg.init_qpos = [
+        1.0000e00,
+        -2.0000e00,
+        1.0000e00,
+        0.0000e00,
+        -2.6921e-05,
+        -2.6514e-03,
+        -1.5708e00,
+        1.4575e00,
+        -7.8540e-01,
+        1.2834e-01,
+        1.5708e00,
+        -2.2310e00,
+        -7.8540e-01,
+        1.4461e00,
+        -1.5708e00,
+        1.6716e00,
+        7.8540e-01,
+        7.6745e-01,
+        0.0000e00,
+        3.8108e-01,
+        0.0000e00,
+        0.0000e00,
+        0.0000e00,
+        0.0000e00,
+        1.5000e00,
+        0.0000e00,
+        0.0000e00,
+        0.0000e00,
+        0.0000e00,
+        1.5000e00,
+        6.9974e-02,
+        7.3950e-02,
+        6.6574e-02,
+        6.0923e-02,
+        0.0000e00,
+        6.7342e-02,
+        7.0862e-02,
+        6.3684e-02,
+        5.7822e-02,
+        0.0000e00,
+    ]
+    return sim.add_robot(cfg=cfg)
+
+
+def create_table(sim: SimulationManager) -> RigidObject:
+    """
+    Create a table rigid object in the simulation.
+
+    Args:
+        sim (SimulationManager): The simulation manager instance.
+
+    Returns:
+        RigidObject: The table object added to the simulation.
+    """
+    scoop_cfg = RigidObjectCfg(
+        uid="table",
+        shape=MeshCfg(
+            fpath=get_data_path("MultiW1Data/table_a.obj"),
+        ),
+        attrs=RigidBodyAttributesCfg(
+            mass=0.5,
+        ),
+        max_convex_hull_num=8,
+        body_type="kinematic",
+        init_pos=[1.1, -0.5, 0.08],
+        init_rot=[0.0, 0.0, 0.0],
+    )
+    scoop = sim.add_rigid_object(cfg=scoop_cfg)
+    return scoop
+
+
+def create_caffe(sim: SimulationManager) -> Robot:
+    """
+    Create a caffe (container) articulated object in the simulation.
+
+    Args:
+        sim (SimulationManager): The simulation manager instance.
+
+    Returns:
+        Robot: The caffe object added to the simulation.
+    """
+    container_cfg = ArticulationCfg(
+        uid="caffe",
+        fpath=get_data_path("MultiW1Data/cafe/cafe.urdf"),
+        init_pos=[1.05, -0.5, 0.79],
+        init_rot=[0, 0, -30],
+        attrs=RigidBodyAttributesCfg(
+            mass=1.0,
+        ),
+        drive_pros=JointDrivePropertiesCfg(
+            stiffness=1.0, damping=0.1, max_effort=100.0, drive_type="force"
+        ),
+    )
+    container = sim.add_articulation(cfg=container_cfg)
+    return container
+
+
+def create_cup(sim: SimulationManager) -> RigidObject:
+    """
+    Create a cup rigid object in the simulation.
+
+    Args:
+        sim (SimulationManager): The simulation manager instance.
+
+    Returns:
+        RigidObject: The cup object added to the simulation.
+    """
+    scoop_cfg = RigidObjectCfg(
+        uid="cup",
+        shape=MeshCfg(
+            fpath=get_data_path("MultiW1Data/paper_cup_2.obj"),
+        ),
+        attrs=RigidBodyAttributesCfg(
+            mass=0.3,
+        ),
+        max_convex_hull_num=1,
+        body_type="dynamic",
+        init_pos=[0.86, -0.76, 0.841],
+        init_rot=[0.0, 0.0, 0.0],
+    )
+    scoop = sim.add_rigid_object(cfg=scoop_cfg)
+    return scoop
+
+
+def create_trajectory(
+    sim: SimulationManager, robot: Robot, cup: RigidObject, caffe: Robot
+) -> torch.Tensor:
+    """
+    Generate a trajectory for the right arm to grasp the cup and move it to the caffe.
+
+    Args:
+        sim (SimulationManager): The simulation manager instance.
+        robot (Robot): The robot instance.
+        cup (RigidObject): The cup object.
+        caffe (Robot): The caffe object.
+
+    Returns:
+        torch.Tensor: Interpolated trajectory of shape [n_envs, n_waypoint, dof].
+    """
+    right_arm_ids = robot.get_joint_ids("right_arm")
+    hand_open_qpos = torch.tensor(
+        [0.0, 1.5, 0.0, 0.0, 0.0, 0.0],
+        dtype=torch.float32,
+        device=sim.device,
+    )
+    hand_close_qpos = torch.tensor(
+        [0.1, 1.5, 0.3, 0.2, 0.3, 0.3],
+        dtype=torch.float32,
+        device=sim.device,
+    )
+
+    cup_position = cup.get_local_pose(to_matrix=True)[:, :3, 3]
+
+    # grasp cup waypoint generation
+    rest_right_qpos = robot.get_qpos()[:, right_arm_ids]  # [n_envs, dof]
+    right_arm_xpos = robot.compute_fk(
+        qpos=rest_right_qpos, name="right_arm", to_matrix=True
+    )
+    approach_cup_relative_position = torch.tensor(
+        [-0.05, -0.06, 0.025], dtype=torch.float32, device=sim.device
+    )
+    pick_cup_relative_position = torch.tensor(
+        [-0.03, -0.028, 0.021], dtype=torch.float32, device=sim.device
+    )
+
+    approach_xpos = right_arm_xpos.clone()
+    approach_xpos[:, :3, 3] = cup_position + approach_cup_relative_position
+
+    pick_xpos = right_arm_xpos.clone()
+    pick_xpos[:, :3, 3] = cup_position + pick_cup_relative_position
+
+    lift_xpos = pick_xpos.clone()
+    lift_xpos[:, 2, 3] += 0.07
+
+    # place cup to caffe waypoint generation
+    caffe_position = caffe.get_local_pose(to_matrix=True)[:, :3, 3]
+    place_cup_up_relative_position = torch.tensor(
+        [-0.14, -0.18, 0.13], dtype=torch.float32, device=sim.device
+    )
+    place_cup_down_relative_position = torch.tensor(
+        [-0.14, -0.18, 0.09], dtype=torch.float32, device=sim.device
+    )
+
+    place_cup_up_pose = lift_xpos.clone()
+    place_cup_up_pose[:, :3, 3] = caffe_position + place_cup_up_relative_position
+    place_down_pose = lift_xpos.clone()
+    place_down_pose[:, :3, 3] = caffe_position + place_cup_down_relative_position
+    # compute ik for each waypoint
+    is_success, approach_qpos = robot.compute_ik(
+        pose=approach_xpos, joint_seed=rest_right_qpos, name="right_arm"
+    )
+    is_success, pick_qpos = robot.compute_ik(
+        pose=pick_xpos, joint_seed=approach_qpos, name="right_arm"
+    )
+    is_success, lift_qpos = robot.compute_ik(
+        pose=lift_xpos, joint_seed=pick_qpos, name="right_arm"
+    )
+    is_success, place_up_qpos = robot.compute_ik(
+        pose=place_cup_up_pose, joint_seed=lift_qpos, name="right_arm"
+    )
+    is_success, place_down_qpos = robot.compute_ik(
+        pose=place_down_pose, joint_seed=place_up_qpos, name="right_arm"
+    )
+
+    n_envs = sim.num_envs
+
+    # combine hand and arm trajectory
+    arm_trajectory = torch.cat(
+        [
+            rest_right_qpos[:, None, :],
+            approach_qpos[:, None, :],
+            pick_qpos[:, None, :],
+            pick_qpos[:, None, :],
+            lift_qpos[:, None, :],
+            place_up_qpos[:, None, :],
+            place_down_qpos[:, None, :],
+            place_down_qpos[:, None, :],
+            lift_qpos[:, None, :],
+            rest_right_qpos[:, None, :],
+        ],
+        dim=1,
+    )
+    hand_trajectory = torch.cat(
+        [
+            hand_open_qpos[None, None, :].repeat(n_envs, 1, 1),
+            hand_open_qpos[None, None, :].repeat(n_envs, 1, 1),
+            hand_open_qpos[None, None, :].repeat(n_envs, 1, 1),
+            hand_close_qpos[None, None, :].repeat(n_envs, 1, 1),
+            hand_close_qpos[None, None, :].repeat(n_envs, 1, 1),
+            hand_close_qpos[None, None, :].repeat(n_envs, 1, 1),
+            hand_close_qpos[None, None, :].repeat(n_envs, 1, 1),
+            hand_open_qpos[None, None, :].repeat(n_envs, 1, 1),
+            hand_open_qpos[None, None, :].repeat(n_envs, 1, 1),
+            hand_open_qpos[None, None, :].repeat(n_envs, 1, 1),
+        ],
+        dim=1,
+    )
+    all_trajectory = torch.cat([arm_trajectory, hand_trajectory], dim=-1)
+    # trajetory with shape [n_envs, n_waypoint, dof]
+    interp_trajectory = interpolate_with_distance_warp(
+        trajectory=all_trajectory, interp_num=150, device=sim.device
+    )
+    return interp_trajectory
+
+
+def run_simulation(
+    sim: SimulationManager, robot: Robot, cup: RigidObject, caffe: Robot
+):
+    """
+    Execute the generated trajectory to drive the robot to complete the grasp and place task.
+
+    Args:
+        sim (SimulationManager): The simulation manager instance.
+        robot (Robot): The robot instance.
+        cup (RigidObject): The cup object.
+        caffe (Robot): The caffe object.
+    """
+    # [n_envs, n_waypoint, dof]
+    interp_trajectory = create_trajectory(sim, robot, cup, caffe)
+
+    right_arm_ids = robot.get_joint_ids("right_arm")
+    right_hand_ids = robot.get_joint_ids("right_eef")
+    combine_ids = np.concatenate([right_arm_ids, right_hand_ids])
+    n_waypoints = interp_trajectory.shape[1]
+    logger.log_info(f"Executing trajectory...")
+    for i in tqdm(range(n_waypoints)):
+        robot.set_qpos(interp_trajectory[:, i, :], joint_ids=combine_ids)
+        sim.update(step=10)
+
+
+def apply_random_xy_perturbation(
+    item: Union[RigidObject, Robot], max_perturbation: float = 0.02
+):
+    """
+    Apply random perturbation to the object's XY position.
+
+    Args:
+        item (Union[RigidObject, Robot]): The object to perturb.
+        max_perturbation (float): Maximum perturbation magnitude.
+    """
+    item_pose = item.get_local_pose(to_matrix=True)
+    item_xy = item_pose[:, :2, 3].to("cpu").numpy()
+    perturbation = np.random.uniform(
+        low=-max_perturbation, high=max_perturbation, size=item_xy.shape
+    )
+    new_xy = item_xy + perturbation
+    item_pose[:, :2, 3] = torch.tensor(
+        new_xy, dtype=torch.float32, device=item_pose.device
+    )
+    item.set_local_pose(item_pose)
+
+
+def main():
+    """
+    Main function to demonstrate robot simulation.
+
+    Initializes the simulation, creates the robot and objects, and performs the grasp and place task.
+    """
+    args = parse_arguments()
+    sim = initialize_simulation(args)
+
+    robot = create_robot(sim)
+    table = create_table(sim)
+    caffe = create_caffe(sim)
+    cup = create_cup(sim)
+
+    # apply random perturbation
+    apply_random_xy_perturbation(cup, max_perturbation=0.05)
+    apply_random_xy_perturbation(caffe, max_perturbation=0.05)
+
+    if not args.headless:
+        sim.open_window()
+
+    run_simulation(sim, robot, cup, caffe)
+
+    logger.log_info("\n Press Ctrl+C to exit simulation loop.")
+    try:
+        counter = 0
+        while True:
+            counter += 1
+            sim.update(step=10)
+            if counter % 10 == 0:
+                pass
+
+    except KeyboardInterrupt:
+        logger.log_info("\n Exit")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/sim/demo/press_softbody.py b/examples/sim/demo/press_softbody.py
new file mode 100644
index 00000000..2d353aad
--- /dev/null
+++ b/examples/sim/demo/press_softbody.py
@@ -0,0 +1,261 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""
+This script demonstrates the creation and simulation of a robot with dexterous hands,
+and performs a scoop ice task in a simulated environment.
+"""
+
+import argparse
+import numpy as np
+import time
+import torch
+from tqdm import tqdm
+from scipy.spatial.transform import Rotation as R
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import Robot, RigidObject, RigidObjectGroup
+from embodichain.lab.sim.cfg import (
+    JointDrivePropertiesCfg,
+    RobotCfg,
+    URDFCfg,
+    RigidObjectCfg,
+    RigidBodyAttributesCfg,
+    ArticulationCfg,
+    RigidObjectGroupCfg,
+    LightCfg,
+)
+from embodichain.lab.sim.material import VisualMaterialCfg
+from embodichain.lab.sim.utility.action_utils import interpolate_with_distance_warp
+from embodichain.lab.sim.shapes import MeshCfg, CubeCfg
+from embodichain.lab.sim.solvers import PytorchSolverCfg
+from embodichain.data import get_data_path
+from embodichain.utils import logger
+from dexsim.utility.path import get_resources_data_path
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import (
+    RigidBodyAttributesCfg,
+    SoftbodyVoxelAttributesCfg,
+    SoftbodyPhysicalAttributesCfg,
+)
+from embodichain.lab.sim.shapes import CubeCfg, MeshCfg
+from embodichain.lab.sim.objects import (
+    RigidObject,
+    RigidObjectCfg,
+    SoftObject,
+    SoftObjectCfg,
+)
+
+
+def parse_arguments():
+    """
+    Parse command-line arguments to configure the simulation.
+
+    Returns:
+        argparse.Namespace: Parsed arguments including number of environments, device, and rendering options.
+    """
+    parser = argparse.ArgumentParser(
+        description="Create and simulate a robot in SimulationManager"
+    )
+    parser.add_argument(
+        "--enable_rt", action="store_true", help="Enable ray tracing rendering"
+    )
+    return parser.parse_args()
+
+
+def initialize_simulation(args):
+    """
+    Initialize the simulation environment based on the provided arguments.
+
+    Args:
+        args (argparse.Namespace): Parsed command-line arguments.
+
+    Returns:
+        SimulationManager: Configured simulation manager instance.
+    """
+    config = SimulationManagerCfg(
+        headless=True,
+        sim_device="cuda",
+        enable_rt=args.enable_rt,
+        physics_dt=1.0 / 100.0,
+    )
+    sim = SimulationManager(config)
+
+    light = sim.add_light(
+        cfg=LightCfg(uid="main_light", intensity=50.0, init_pos=(0, 0, 2.0))
+    )
+
+    # Set manual physics update for precise control
+    sim.set_manual_update(True)
+    return sim
+
+
+def create_robot(sim: SimulationManager):
+    """
+    Create and configure a robot with an arm and a dexterous hand in the simulation.
+
+    Args:
+        sim (SimulationManager): The simulation manager instance.
+
+    Returns:
+        Robot: The configured robot instance added to the simulation.
+    """
+    # Retrieve URDF paths for the robot arm and hand
+    ur10_urdf_path = get_data_path("UniversalRobots/UR10/UR10.urdf")
+    hand_urdf_path = get_data_path(
+        "BrainCoHandRevo1/BrainCoLeftHand/BrainCoLeftHand.urdf"
+    )
+
+    # Define transformation for attaching the hand to the arm
+    hand_attach_xpos = np.eye(4)
+    hand_attach_xpos[:3, :3] = R.from_rotvec([90, 0, 0], degrees=True).as_matrix()
+
+    # Configure the robot with its components and control properties
+    cfg = RobotCfg(
+        uid="ur10_with_brainco",
+        urdf_cfg=URDFCfg(
+            components=[
+                {"component_type": "arm", "urdf_path": ur10_urdf_path},
+            ]
+        ),
+        control_parts={
+            "arm": ["Joint[0-9]"],
+        },
+        drive_pros=JointDrivePropertiesCfg(
+            stiffness={
+                "Joint[0-9]": 1e4,
+            },
+            damping={
+                "Joint[0-9]": 1e3,
+            },
+            max_effort={
+                "Joint[0-9]": 1e5,
+            },
+            drive_type="force",
+        ),
+        solver_cfg={
+            "arm": PytorchSolverCfg(
+                end_link_name="ee_link",
+                root_link_name="base_link",
+                tcp=np.eye(4),
+            )
+        },
+        init_qpos=[
+            0.0,
+            -np.pi / 2,
+            -np.pi / 2,
+            np.pi / 2,
+            -np.pi / 2,
+            0.0,
+        ],
+    )
+    return sim.add_robot(cfg=cfg)
+
+
+def create_soft_cow(sim: SimulationManager) -> SoftObject:
+    """create soft cow object in the simulation
+
+    Args:
+        sim (SimulationManager): The simulation manager instance.
+
+    Returns:
+        SoftObject: soft cow object
+    """
+    cow: SoftObject = sim.add_soft_object(
+        cfg=SoftObjectCfg(
+            uid="cow",
+            shape=MeshCfg(
+                fpath=get_resources_data_path("Model", "cow", "cow2.obj"),
+            ),
+            init_pos=[0.5, 0.0, 0.3],
+            voxel_attr=SoftbodyVoxelAttributesCfg(
+                simulation_mesh_resolution=8,
+                maximal_edge_length=0.5,
+            ),
+            physical_attr=SoftbodyPhysicalAttributesCfg(
+                youngs=1e4,
+                poissons=0.45,
+                density=100,
+                dynamic_friction=0.1,
+                min_position_iters=30,
+            ),
+        ),
+    )
+    return cow
+
+
+def press_cow(sim: SimulationManager, robot: Robot):
+    """robot press cow softbody with its end link
+
+    Args:
+        sim (SimulationManager): The simulation manager instance.
+        robot (Robot): The robot instance to be controlled.
+    """
+    start_qpos = robot.get_qpos()
+    arm_ids = robot.get_joint_ids("arm")
+    arm_start_qpos = start_qpos[:, arm_ids]
+
+    arm_start_xpos = robot.compute_fk(arm_start_qpos, name="arm", to_matrix=True)
+    press_xpos = arm_start_xpos.clone()
+    press_xpos[:, :3, 3] = torch.tensor([0.5, -0.1, 0.01], device=press_xpos.device)
+
+    approach_xpos = press_xpos.clone()
+    approach_xpos[:, 2, 3] += 0.05
+
+    is_success, approach_qpos = robot.compute_ik(
+        approach_xpos, joint_seed=arm_start_qpos, name="arm"
+    )
+    is_success, press_qpos = robot.compute_ik(
+        approach_xpos, joint_seed=arm_start_qpos, name="arm"
+    )
+
+    arm_trajectory = torch.concatenate([arm_start_qpos, approach_qpos, press_qpos])
+    interp_trajectory = interpolate_with_distance_warp(
+        trajectory=arm_trajectory[None, :, :], interp_num=50, device=sim.device
+    )
+    interp_trajectory = interp_trajectory[0]
+    for qpos in interp_trajectory:
+        robot.set_qpos(qpos.unsqueeze(0), joint_ids=arm_ids)
+        sim.update(step=5)
+
+
+def main():
+    """
+    Main function to demonstrate robot simulation.
+
+    This function initializes the simulation, creates the robot and other objects,
+    and performs the press softbody task.
+    """
+    args = parse_arguments()
+    sim = initialize_simulation(args)
+
+    robot = create_robot(sim)
+    soft_cow = create_soft_cow(sim)
+    sim.init_gpu_physics()
+    sim.open_window()
+
+    press_cow(sim, robot)
+
+    logger.log_info("\n Press Ctrl+C to exit simulation loop.")
+    try:
+        while True:
+            sim.update(step=10)
+    except KeyboardInterrupt:
+        logger.log_info("\n Exit")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/sim/demo/scoop_ice.py b/examples/sim/demo/scoop_ice.py
new file mode 100644
index 00000000..941f6d6d
--- /dev/null
+++ b/examples/sim/demo/scoop_ice.py
@@ -0,0 +1,569 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""
+This script demonstrates the creation and simulation of a robot with dexterous hands,
+and performs a scoop ice task in a simulated environment.
+"""
+
+import argparse
+import numpy as np
+import time
+import torch
+from tqdm import tqdm
+from scipy.spatial.transform import Rotation as R
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import Robot, RigidObject, RigidObjectGroup
+from embodichain.lab.sim.cfg import (
+    JointDrivePropertiesCfg,
+    RobotCfg,
+    URDFCfg,
+    RigidObjectCfg,
+    RigidBodyAttributesCfg,
+    ArticulationCfg,
+    RigidObjectGroupCfg,
+    LightCfg,
+)
+from embodichain.lab.sim.material import VisualMaterialCfg
+from embodichain.lab.sim.utility.action_utils import interpolate_with_distance_warp
+from embodichain.lab.sim.shapes import MeshCfg, CubeCfg
+from embodichain.lab.sim.solvers import PytorchSolverCfg
+from embodichain.data import get_data_path
+from embodichain.utils import logger
+
+
+def initialize_simulation():
+    """
+    Initialize the simulation environment based on the provided arguments.
+
+    Args:
+        args (argparse.Namespace): Parsed command-line arguments.
+
+    Returns:
+        SimulationManager: Configured simulation manager instance.
+    """
+    config = SimulationManagerCfg(
+        headless=True,
+        sim_device="cpu",
+        enable_rt=True,
+        physics_dt=1.0 / 100.0,
+    )
+    sim = SimulationManager(config)
+
+    light = sim.add_light(
+        cfg=LightCfg(uid="main_light", intensity=50.0, init_pos=(0, 0, 2.0))
+    )
+
+    # Set manual physics update for precise control
+    sim.set_manual_update(True)
+    return sim
+
+
+def randomize_ice_positions(sim, ice_cubes):
+    """
+    Randomly drop ice cubes into the container within a specified range.
+
+    Args:
+        sim (SimulationManager): The simulation manager instance.
+        ice_cubes (RigidObjectGroup): Group of ice cube objects to be randomized.
+    """
+    num_objs = ice_cubes.num_objects
+    position_low = np.array([0.65, -0.45, 0.5])
+    position_high = np.array([0.55, -0.35, 0.5])
+    position_random = np.random.uniform(
+        low=position_low, high=position_high, size=(num_objs, 3)
+    )
+    random_drop_pose_np = np.eye(4)[None, :, :].repeat(num_objs, axis=0)
+    random_drop_pose_np[:, :3, 3] = position_random
+
+    # Assign random positions to each ice cube
+    for i in tqdm(range(num_objs), desc="Dropping ice cubes"):
+        ice_cubes.set_local_pose(
+            pose=torch.tensor(
+                random_drop_pose_np[i][None, None, :, :],
+                dtype=torch.float32,
+                device=sim.device,
+            ),
+            obj_ids=[i],
+        )
+        sim.update(step=10)
+
+
+def create_robot(sim):
+    """
+    Create and configure a robot with an arm and a dexterous hand in the simulation.
+
+    Args:
+        sim (SimulationManager): The simulation manager instance.
+
+    Returns:
+        Robot: The configured robot instance added to the simulation.
+    """
+    # Retrieve URDF paths for the robot arm and hand
+    ur10_urdf_path = get_data_path("UniversalRobots/UR10/UR10.urdf")
+    hand_urdf_path = get_data_path(
+        "BrainCoHandRevo1/BrainCoLeftHand/BrainCoLeftHand.urdf"
+    )
+
+    # Define transformation for attaching the hand to the arm
+    hand_attach_xpos = np.eye(4)
+    hand_attach_xpos[:3, :3] = R.from_rotvec([90, 0, 0], degrees=True).as_matrix()
+
+    # Configure the robot with its components and control properties
+    cfg = RobotCfg(
+        uid="ur10_with_brainco",
+        urdf_cfg=URDFCfg(
+            components=[
+                {"component_type": "arm", "urdf_path": ur10_urdf_path},
+                {
+                    "component_type": "hand",
+                    "urdf_path": hand_urdf_path,
+                    "transform": hand_attach_xpos,
+                },
+            ]
+        ),
+        control_parts={
+            "arm": ["JOINT[0-9]"],
+            "hand": [
+                "LEFT_HAND_THUMB1",
+                "LEFT_HAND_THUMB2",
+                "LEFT_HAND_INDEX",
+                "LEFT_HAND_MIDDLE",
+                "LEFT_HAND_RING",
+                "LEFT_HAND_PINKY",
+            ],
+        },
+        drive_pros=JointDrivePropertiesCfg(
+            stiffness={"JOINT[0-9]": 1e4, "LEFT_[A-Z|_]+[0-9]?": 1e2},
+            damping={"JOINT[0-9]": 1e3, "LEFT_[A-Z|_]+[0-9]?": 1e1},
+            max_effort={"JOINT[0-9]": 1e5, "LEFT_[A-Z|_]+[0-9]?": 1e3},
+            drive_type="force",
+        ),
+        solver_cfg={
+            "arm": PytorchSolverCfg(
+                end_link_name="ee_link",
+                root_link_name="base_link",
+                tcp=np.eye(4),
+            )
+        },
+        init_qpos=[
+            0.0,
+            -np.pi / 2,
+            -np.pi / 2,
+            2.5,
+            -np.pi / 2,
+            0.0,
+            0.0,
+            0.0,
+            0.0,
+            0.0,
+            1.5,
+            -0.00016,
+            -0.00010,
+            -0.00013,
+            -0.00009,
+            0.0,
+        ],
+    )
+
+    return sim.add_robot(cfg=cfg)
+
+
+def create_scoop(sim: SimulationManager):
+    """Create a scoop rigid object in the simulation."""
+    scoop_cfg = RigidObjectCfg(
+        uid="scoop",
+        shape=MeshCfg(
+            fpath=get_data_path("ScoopIceNewEnv/scoop.ply"),
+        ),
+        attrs=RigidBodyAttributesCfg(
+            mass=0.5,
+            static_friction=0.95,
+            dynamic_friction=0.9,
+            restitution=0.01,
+            min_position_iters=32,
+            min_velocity_iters=8,
+        ),
+        max_convex_hull_num=12,
+        body_type="dynamic",
+        init_pos=[0.6, 0.0, 0.09],
+        init_rot=[0.0, 0.0, 0.0],
+    )
+    scoop = sim.add_rigid_object(cfg=scoop_cfg)
+    return scoop
+
+
+def create_heave_ice(sim: SimulationManager):
+    """Create a heave ice rigid object in the simulation. Make sure that"""
+    heave_ice_cfg = RigidObjectCfg(
+        uid="heave_ice",
+        shape=MeshCfg(
+            fpath=get_data_path("ScoopIceNewEnv/ice_mesh_small/ice_000.obj"),
+        ),
+        attrs=RigidBodyAttributesCfg(
+            mass=0.5,
+            static_friction=0.95,
+            dynamic_friction=0.9,
+            restitution=0.01,
+            min_position_iters=32,
+            min_velocity_iters=8,
+        ),
+        body_type="dynamic",
+        init_pos=[10, 10, 0.08],
+        init_rot=[0.0, 0.0, 0.0],
+    )
+    heave_ice = sim.add_rigid_object(cfg=heave_ice_cfg)
+    return heave_ice
+
+
+def create_padding_box(sim: SimulationManager):
+    padding_box_cfg = RigidObjectCfg(
+        uid="padding_box",
+        shape=CubeCfg(
+            size=[0.1, 0.16, 0.05],
+        ),
+        attrs=RigidBodyAttributesCfg(
+            mass=1.0,
+            static_friction=0.95,
+            dynamic_friction=0.9,
+            restitution=0.01,
+            min_position_iters=32,
+            min_velocity_iters=8,
+        ),
+        body_type="kinematic",
+        init_pos=[0.6, 0.15, 0.025],
+        init_rot=[0.0, 0.0, 0.0],
+    )
+    heave_ice = sim.add_rigid_object(cfg=padding_box_cfg)
+    return heave_ice
+
+
+def create_container(sim: SimulationManager):
+    container_cfg = ArticulationCfg(
+        uid="container",
+        fpath=get_data_path("ScoopIceNewEnv/IceContainer/ice_container.urdf"),
+        init_pos=[0.7, -0.4, 0.21],
+        init_rot=[0, 0, -90],
+        attrs=RigidBodyAttributesCfg(
+            mass=1.0,
+            static_friction=0.95,
+            dynamic_friction=0.9,
+            restitution=0.01,
+            min_position_iters=32,
+            min_velocity_iters=8,
+        ),
+        drive_pros=JointDrivePropertiesCfg(
+            stiffness=1.0, damping=0.1, max_effort=100.0, drive_type="force"
+        ),
+    )
+    container = sim.add_articulation(cfg=container_cfg)
+    return container
+
+
+def create_ice_cubes(sim: SimulationManager):
+    ice_cubes_path = get_data_path("ScoopIceNewEnv/ice_mesh_small")
+    cfg_dict = {
+        "uid": "ice_cubes",
+        "max_num": 300,
+        "folder_path": ice_cubes_path,
+        "ext": ".obj",
+        "rigid_objects": {
+            "obj": {
+                "attrs": {
+                    "mass": 0.003,
+                    "contact_offset": 0.001,
+                    "rest_offset": 0,
+                    "dynamic_friction": 0.05,
+                    "static_friction": 0.1,
+                    "restitution": 0.01,
+                    "min_position_iters": 32,
+                    "min_velocity_iters": 4,
+                    "max_depenetration_velocity": 1.0,
+                },
+                "shape": {"shape_type": "Mesh"},
+                "init_pos": [20.0, 0, 1.0],
+            }
+        },
+    }
+
+    ice_cubes_cfg = RigidObjectGroupCfg.from_dict(cfg_dict)
+    ice_cubes: RigidObjectGroup = sim.add_rigid_object_group(cfg=ice_cubes_cfg)
+
+    # Set visual material for ice cubes.
+    # The material below only works for ray tracing backend.
+    # Set ior to 1.31 and material type to "BSDF_GGX_SMITH" for better ice appearance.
+    ice_mat = sim.create_visual_material(
+        cfg=VisualMaterialCfg(
+            base_color=[1.0, 1.0, 1.0, 1.0],
+            ior=1.31,
+            roughness=0.05,
+            rt_material_type="BSDF_GGX_SMITH",
+        )
+    )
+    ice_cubes.set_visual_material(mat=ice_mat)
+
+    return ice_cubes
+
+
+def scoop_grasp(
+    sim: SimulationManager,
+    robot: Robot,
+    scoop: RigidObject,
+    heave_ice: RigidObject,
+    padding_box: RigidObject,
+):
+    """
+    Control the robot to grasp the scoop object and position the heave ice for scooping.
+
+    Args:
+        sim (SimulationManager): The simulation manager instance.
+        robot (Robot): The robot instance to be controlled.
+        scoop (RigidObject): The scoop object to be grasped.
+        heave_ice (RigidObject): The heave ice object to be positioned.
+        padding_box (RigidObject): The padding box object used as a reference for positioning.
+    """
+    rest_qpos = robot.get_qpos()
+    arm_ids = robot.get_joint_ids("arm")
+    hand_ids = robot.get_joint_ids("hand")
+    hand_open_qpos = torch.tensor([0.0, 1.5, 0.4, 0.4, 0.4, 0.4])
+    hand_close_qpos = torch.tensor([0.4, 1.5, 1.0, 1.1, 1.1, 0.9])
+    arm_rest_qpos = rest_qpos[:, arm_ids]
+
+    # Calculate and set the drop pose for the scoop object
+    padding_box_pose = padding_box.get_local_pose(to_matrix=True)
+    scoop_drop_relative_pose = torch.tensor(
+        [
+            [1.0, 0.0, 0.0, 0.0],
+            [0.0, 1.0, 0.0, 0.115],
+            [0.0, 0.0, 1.0, 0.065],
+            [0.0, 0.0, 0.0, 1.0],
+        ],
+        dtype=torch.float32,
+        device=sim.device,
+    )
+    scoop_drop_pose = torch.bmm(
+        padding_box_pose,
+        scoop_drop_relative_pose[None, :, :].repeat(sim.num_envs, 1, 1),
+    )
+    scoop.set_local_pose(scoop_drop_pose)
+
+    scoop_pose = scoop.get_local_pose(to_matrix=True)
+
+    # tricky implementation
+    heave_ice_relative = torch.tensor(
+        [
+            [1.0, 0.0, 0.0, 0.0],
+            [0.0, 1.0, 0.0, -0.13],
+            [0.0, 0.0, 1.0, 0.04],
+            [0.0, 0.0, 0.0, 1.0],
+        ],
+        dtype=torch.float32,
+        device=sim.device,
+    )[None, :, :].repeat(sim.num_envs, 1, 1)
+    heave_ice_pose = torch.bmm(scoop_pose, heave_ice_relative)
+    heave_ice.set_local_pose(heave_ice_pose)
+    sim.update(step=200)
+
+    # move hand to grasp scoop
+    scoop_pose = scoop.get_local_pose(to_matrix=True)
+    grasp_scoop_pose_relative = torch.tensor(
+        [
+            [0.00522967, 0.6788424, 0.7342653, -0.05885637],
+            [0.99054945, 0.0971214, -0.09684561, 0.0301468],
+            [-0.13705578, 0.72783256, -0.6719191, 0.1040391],
+            [0.0, 0.0, 0.0, 1.0],
+        ],
+        dtype=torch.float32,
+        device=sim.device,
+    )[None, :, :].repeat(sim.num_envs, 1, 1)
+
+    grasp_scoop_pose = torch.bmm(scoop_pose, grasp_scoop_pose_relative)
+    pregrasp_scoop_pose = grasp_scoop_pose.clone()
+    pregrasp_scoop_pose[:, 2, 3] += 0.1
+    is_success, pre_grasp_scoop_qpos = robot.compute_ik(
+        pregrasp_scoop_pose, joint_seed=arm_rest_qpos, name="arm"
+    )
+
+    is_success, grasp_scoop_qpos = robot.compute_ik(
+        grasp_scoop_pose, joint_seed=arm_rest_qpos, name="arm"
+    )
+    robot.set_qpos(pre_grasp_scoop_qpos, joint_ids=arm_ids)
+    sim.update(step=100)
+    robot.set_qpos(grasp_scoop_qpos, joint_ids=arm_ids)
+    sim.update(step=100)
+
+    # close hand
+    robot.set_qpos(hand_close_qpos[None, :].repeat(sim.num_envs, 1), joint_ids=hand_ids)
+    sim.update(step=100)
+
+    # remove heave ice
+    remove_heave_ice_pose = torch.tensor(
+        [
+            [1.0, 0.0, 0.0, 10.0],
+            [0.0, 1.0, 0.0, 10.0],
+            [0.0, 0.0, 1.0, 0.04],
+            [0.0, 0.0, 0.0, 1.0],
+        ],
+        dtype=torch.float32,
+        device=sim.device,
+    )
+    heave_ice.set_local_pose(remove_heave_ice_pose[None, :, :])
+
+
+def scoop_ice(sim: SimulationManager, robot: Robot, scoop: RigidObject):
+    """
+    Control the robot to perform the scoop ice task, including lifting, scooping,
+    and placing the ice.
+
+    Args:
+        sim (SimulationManager): The simulation manager instance.
+        robot (Robot): The robot instance to be controlled.
+        scoop (RigidObject): The scoop object used for scooping ice.
+    """
+    start_qpos = robot.get_qpos()
+    arm_ids = robot.get_joint_ids("arm")
+    hand_ids = robot.get_joint_ids("hand")
+    hand_open_qpos = torch.tensor([0.0, 1.5, 0.4, 0.4, 0.4, 0.4])
+    hand_close_qpos = torch.tensor([0.4, 1.5, 1.0, 1.1, 1.1, 0.9])
+    arm_start_qpos = start_qpos[:, arm_ids]
+
+    # lift
+    arm_start_xpos = robot.compute_fk(arm_start_qpos, name="arm", to_matrix=True)
+    arm_lift_xpos = arm_start_xpos.clone()
+    arm_lift_xpos[:, 2, 3] += 0.45
+    is_success, arm_lift_qpos = robot.compute_ik(
+        arm_lift_xpos, joint_seed=arm_start_qpos, name="arm"
+    )
+
+    # apply 45 degree wrist rotation
+    wrist_rotation = R.from_euler("X", 45, degrees=True).as_matrix()
+    arm_lift_rotation = arm_lift_xpos[0, :3, :3].to("cpu").numpy()
+    new_rotation = wrist_rotation @ arm_lift_rotation
+    arm_lift_xpos_rotated = arm_lift_xpos.clone()
+    arm_lift_xpos_rotated[:, :3, :3] = torch.tensor(
+        new_rotation, dtype=torch.float32, device=sim.device
+    )
+    arm_lift_xpos_rotated[:, :3, 3] = torch.tensor(
+        [0.5, -0.2, 0.55], dtype=torch.float32, device=sim.device
+    )
+    is_success, arm_lift_qpos_rotated = robot.compute_ik(
+        arm_lift_xpos_rotated, joint_seed=arm_lift_qpos, name="arm"
+    )
+
+    # into container
+    scoop_dis = 0.252
+    scoop_offset = scoop_dis * torch.tensor(
+        [0.0, -0.58123819, -0.81373347], dtype=torch.float32, device=sim.device
+    )
+    arm_into_container_xpos = arm_lift_xpos_rotated.clone()
+    arm_into_container_xpos[:, :3, 3] = arm_into_container_xpos[:, :3, 3] + scoop_offset
+    is_success, arm_into_container_qpos = robot.compute_ik(
+        arm_into_container_xpos, joint_seed=arm_lift_qpos_rotated, name="arm"
+    )
+
+    # apply -60 degree wrist rotation
+    arm_into_container_rotation = arm_into_container_xpos[0, :3, :3].to("cpu").numpy()
+    wrist_rotation = R.from_euler("X", -60, degrees=True).as_matrix()
+    new_rotation = wrist_rotation @ arm_into_container_rotation
+    arm_scoop_xpos = arm_into_container_xpos.clone()
+    arm_scoop_xpos[:, :3, :3] = torch.tensor(
+        new_rotation, dtype=torch.float32, device=sim.device
+    )
+    is_success, arm_scoop_qpos = robot.compute_ik(
+        arm_scoop_xpos, joint_seed=arm_into_container_qpos, name="arm"
+    )
+
+    # minor lift
+    arm_scoop_xpos[:, 2, 3] += 0.15
+    is_success, arm_scoop_lift_qpos = robot.compute_ik(
+        arm_scoop_xpos, joint_seed=arm_scoop_qpos, name="arm"
+    )
+
+    # pack arm and hand trajectory
+    arm_trajectory = torch.concatenate(
+        [
+            arm_start_qpos,
+            arm_lift_qpos,
+            arm_lift_qpos_rotated,
+            arm_into_container_qpos,
+            arm_scoop_qpos,
+            arm_scoop_lift_qpos,
+        ]
+    )
+
+    hand_trajectory = torch.vstack(
+        [
+            hand_close_qpos,
+            hand_close_qpos,
+            hand_close_qpos,
+            hand_close_qpos,
+            hand_close_qpos,
+            hand_close_qpos,
+        ]
+    )
+
+    all_trajectory = torch.hstack([arm_trajectory, hand_trajectory])
+    interp_trajectory = interpolate_with_distance_warp(
+        trajectory=all_trajectory[None, :, :], interp_num=200, device=sim.device
+    )
+    interp_trajectory = interp_trajectory[0]
+    # run trajectory
+    arm_ids = robot.get_joint_ids("arm")
+    hand_ids = robot.get_joint_ids("hand")
+    combine_ids = np.concatenate([arm_ids, hand_ids])
+    for qpos in interp_trajectory:
+        robot.set_qpos(qpos.unsqueeze(0), joint_ids=combine_ids)
+        sim.update(step=10)
+
+
+def main():
+    """
+    Main function to demonstrate robot simulation.
+
+    This function initializes the simulation, creates the robot and other objects,
+    and performs the scoop ice task.
+    """
+    sim = initialize_simulation()
+
+    # Create simulation objects
+    robot = create_robot(sim)
+    container = create_container(sim)
+    padding_box = create_padding_box(sim)
+    scoop = create_scoop(sim)
+    heave_ice = create_heave_ice(sim)
+    ice_cubes = create_ice_cubes(sim)
+
+    sim.open_window()
+
+    # Randomize ice positions
+    randomize_ice_positions(sim, ice_cubes)
+
+    # Perform tasks
+    scoop_grasp(sim, robot, scoop, heave_ice, padding_box)
+    scoop_ice(sim, robot, scoop)
+
+    logger.log_info("\n Press Ctrl+C to exit simulation loop.")
+    try:
+        while True:
+            # sim.update(step=10)
+            time.sleep(1e-2)
+    except KeyboardInterrupt:
+        logger.log_info("\n Exit")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/sim/gizmo/gizmo_camera.py b/examples/sim/gizmo/gizmo_camera.py
new file mode 100644
index 00000000..2b782a08
--- /dev/null
+++ b/examples/sim/gizmo/gizmo_camera.py
@@ -0,0 +1,236 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+"""
+This script demonstrates how to use the Gizmo class for interactive camera control.
+It shows how to create a gizmo attached to a camera for real-time pose manipulation.
+"""
+
+import argparse
+import cv2
+import numpy as np
+import time
+import torch
+
+torch.set_printoptions(precision=4, sci_mode=False)
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.sensors import Camera, CameraCfg
+from embodichain.lab.sim.cfg import RigidObjectCfg, RigidBodyAttributesCfg
+from embodichain.lab.sim.shapes import CubeCfg
+from embodichain.utils import logger
+
+
+def main():
+    """Main function to demonstrate camera gizmo manipulation."""
+
+    # Parse command line arguments
+    parser = argparse.ArgumentParser(
+        description="Create and simulate a camera with gizmo in SimulationManager"
+    )
+    parser.add_argument(
+        "--num_envs", type=int, default=1, help="Number of environments to simulate"
+    )
+    parser.add_argument(
+        "--device",
+        type=str,
+        default="cpu",
+        choices=["cpu", "cuda"],
+        help="Device to run simulation on",
+    )
+    parser.add_argument("--headless", action="store_true", help="Run in headless mode")
+    parser.add_argument(
+        "--enable_rt",
+        action="store_true",
+        default=False,
+        help="Enable ray tracing for better visuals",
+    )
+    args = parser.parse_args()
+
+    # Configure the simulation
+    sim_cfg = SimulationManagerCfg(
+        width=1920,
+        height=1080,
+        physics_dt=1.0 / 100.0,
+        sim_device=args.device,
+        enable_rt=args.enable_rt,
+    )
+
+    # Create simulation context
+    sim = SimulationManager(sim_cfg)
+    sim.set_manual_update(False)
+
+    # Build multiple arenas if requested
+    if args.num_envs > 1:
+        sim.build_multiple_arenas(args.num_envs, space=3.0)
+
+    # Add some objects to the scene for camera to observe
+    for i in range(5):
+        cube_cfg = RigidObjectCfg(
+            uid=f"cube_{i}",
+            shape=CubeCfg(size=[0.1, 0.1, 0.1]),
+            body_type="dynamic",
+            attrs=RigidBodyAttributesCfg(
+                mass=1.0,
+                dynamic_friction=0.5,
+                static_friction=0.5,
+                restitution=0.3,
+            ),
+            init_pos=[0.5 + i * 0.3, 0.0, 0.5],
+        )
+        sim.add_rigid_object(cfg=cube_cfg)
+
+    # Create camera configuration
+    camera_cfg = CameraCfg(
+        uid="gizmo_camera",
+        width=640,
+        height=480,
+        intrinsics=(320, 320, 320, 240),  # fx, fy, cx, cy
+        near=0.1,
+        far=10.0,
+        enable_color=True,
+        enable_depth=True,
+        extrinsics=CameraCfg.ExtrinsicsCfg(
+            eye=(2.0, 2.0, 2.0),
+            target=(0.0, 0.0, 0.0),
+            up=(0.0, 0.0, 1.0),
+        ),
+    )
+
+    # Add camera to simulation
+    camera = sim.add_sensor(sensor_cfg=camera_cfg)
+
+    # Wait for initialization
+    time.sleep(0.2)
+
+    # Enable gizmo for interactive camera control using the new unified API
+    sim.enable_gizmo(uid="gizmo_camera")
+    if not sim.has_gizmo("gizmo_camera"):
+        logger.log_error("Failed to enable gizmo for camera!")
+        return
+
+    # Open simulation window (if not headless)
+    if not args.headless:
+        sim.open_window()
+
+    logger.log_info("Gizmo-Camera tutorial started!")
+    logger.log_info(
+        "Use the gizmo to interactively control the camera position and orientation"
+    )
+    logger.log_info(
+        "The camera will follow the gizmo pose for dynamic viewpoint control"
+    )
+    logger.log_info("Press Ctrl+C to stop the simulation")
+
+    # Run simulation loop
+    run_simulation(sim, camera)
+
+
+def run_simulation(sim, camera):
+    """Run the simulation loop with gizmo updates."""
+    step_count = 0
+    last_time = time.time()
+    last_step = 0
+
+    logger.log_info("Camera view window will open. Press Ctrl+C or 'q' to exit")
+    logger.log_info(
+        "Use the gizmo in the 3D view to control camera position and orientation"
+    )
+
+    try:
+        while True:
+            # Update all gizmos managed by sim (including camera gizmo)
+            sim.update_gizmos()
+
+            # Update camera to get latest sensor data
+            camera.update()
+
+            # Refresh camera data if method available
+            if hasattr(camera, "refresh"):
+                camera.refresh()
+
+            step_count += 1
+
+            # Display camera view in separate window
+            if step_count % 5 == 0:  # Update display every 5 steps for performance
+                data = camera.get_data()
+                if "color" in data:
+                    # Get RGB image and convert for OpenCV display
+                    rgb_image = data["color"].cpu().numpy()[0, :, :, :3]  # (H, W, 3)
+                    # Convert RGB to BGR for OpenCV
+                    bgr_image = cv2.cvtColor(rgb_image, cv2.COLOR_RGB2BGR)
+
+                # Add text overlay
+                cv2.putText(
+                    bgr_image,
+                    "Press 'h' to toggle camera gizmo visibility",
+                    (10, 30),
+                    cv2.FONT_HERSHEY_SIMPLEX,
+                    0.6,
+                    (0, 255, 0),
+                    2,
+                )
+
+                # Display the image
+                cv2.imshow("Gizmo Camera View", bgr_image)
+
+                # Check for key press
+                key = cv2.waitKey(1) & 0xFF
+                if key == ord("h"):
+                    # Toggle the camera gizmo visibility using SimulationManager API
+                    sim.toggle_gizmo_visibility("gizmo_camera")
+
+            # Example: Destroy gizmo after certain steps to test cleanup
+            if step_count == 30000 and sim.has_gizmo("gizmo_camera"):
+                logger.log_info("Disabling gizmo at step 30000 (demonstration)")
+                sim.disable_gizmo("gizmo_camera")
+
+            # Print simulation statistics and camera info
+            if step_count % 1000 == 0:
+                current_time = time.time()
+                elapsed = current_time - last_time
+                fps = (
+                    sim.num_envs * (step_count - last_step) / elapsed
+                    if elapsed > 0
+                    else 0
+                )
+
+                # Get camera pose for debugging
+                if sim.has_gizmo("gizmo_camera"):
+                    camera_pose = camera.get_local_pose(to_matrix=True)[0]
+                    camera_pos = camera_pose[:3, 3]
+                    logger.log_info(
+                        f"Step: {step_count}, FPS: {fps:.2f}, Camera pos: [{camera_pos[0]:.2f}, {camera_pos[1]:.2f}, {camera_pos[2]:.2f}]"
+                    )
+                else:
+                    logger.log_info(f"Step: {step_count}, FPS: {fps:.2f}")
+
+                last_time = current_time
+                last_step = step_count
+
+    except KeyboardInterrupt:
+        logger.log_info("\nStopping simulation...")
+    finally:
+        # Clean up resources
+        cv2.destroyAllWindows()
+        # Disable gizmo if it exists
+        if sim.has_gizmo("gizmo_camera"):
+            sim.disable_gizmo("gizmo_camera")
+        sim.destroy()
+        logger.log_info("Simulation terminated successfully")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/sim/gizmo/gizmo_object.py b/examples/sim/gizmo/gizmo_object.py
new file mode 100644
index 00000000..31967277
--- /dev/null
+++ b/examples/sim/gizmo/gizmo_object.py
@@ -0,0 +1,175 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""
+This script demonstrates how to create a simulation scene using SimulationManager.
+It shows the basic setup of simulation context, adding objects, and sensors.
+"""
+
+import argparse
+import time
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import RigidBodyAttributesCfg
+from embodichain.lab.sim.shapes import CubeCfg
+
+from embodichain.lab.sim.objects import RigidObject, RigidObjectCfg
+from embodichain.utils import logger
+
+
+def main():
+    """Main function to create and run the simulation scene."""
+
+    # Parse command line arguments
+    parser = argparse.ArgumentParser(
+        description="Create a simulation scene with SimulationManager"
+    )
+    parser.add_argument(
+        "--headless",
+        action="store_true",
+        default=False,
+        help="Run simulation in headless mode",
+    )
+    parser.add_argument(
+        "--num_envs", type=int, default=1, help="Number of parallel environments"
+    )
+    parser.add_argument(
+        "--device", type=str, default="cpu", help="Simulation device (cuda or cpu)"
+    )
+    parser.add_argument(
+        "--enable_rt",
+        action="store_true",
+        default=False,
+        help="Enable ray tracing for better visuals",
+    )
+    args = parser.parse_args()
+
+    # Configure the simulation
+    sim_cfg = SimulationManagerCfg(
+        width=1920,
+        height=1080,
+        headless=args.headless,
+        physics_dt=1.0 / 100.0,  # Physics timestep (100 Hz)
+        sim_device=args.device,
+        enable_rt=args.enable_rt,  # Enable ray tracing for better visuals
+    )
+
+    # Create the simulation instance
+    sim = SimulationManager(sim_cfg)
+
+    # Enable manual physics update for precise control
+    sim.set_manual_update(True)
+
+    # Build multiple arenas if requested
+    if args.num_envs > 1:
+        sim.build_multiple_arenas(args.num_envs, space=3.0)
+
+    # Add two cubes to the scene
+    cube1: RigidObject = sim.add_rigid_object(
+        cfg=RigidObjectCfg(
+            uid="cube1",
+            shape=CubeCfg(size=[0.1, 0.1, 0.1]),
+            body_type="kinematic",
+            attrs=RigidBodyAttributesCfg(
+                mass=1.0,
+                dynamic_friction=0.5,
+                static_friction=0.5,
+                restitution=0.1,
+            ),
+            init_pos=[0.0, 0.0, 1.0],
+        )
+    )
+    cube2: RigidObject = sim.add_rigid_object(
+        cfg=RigidObjectCfg(
+            uid="cube2",
+            shape=CubeCfg(size=[0.1, 0.1, 0.1]),
+            body_type="kinematic",
+            attrs=RigidBodyAttributesCfg(
+                mass=1.0,
+                dynamic_friction=0.5,
+                static_friction=0.5,
+                restitution=0.1,
+            ),
+            init_pos=[0.3, 0.0, 1.0],
+        )
+    )
+
+    # Enable Gizmo for both cubes using the new API (only in window mode)
+    if not args.headless:
+        sim.enable_gizmo(uid="cube1")
+        sim.enable_gizmo(uid="cube2")
+
+    logger.log_info("Scene setup complete!")
+    logger.log_info(f"Running simulation with {args.num_envs} environment(s)")
+    if not args.headless:
+        if sim.has_gizmo("cube1"):
+            logger.log_info("Gizmo enabled for cube1 - you can drag it around!")
+        if sim.has_gizmo("cube2"):
+            logger.log_info("Gizmo enabled for cube2 - you can drag it around!")
+    logger.log_info("Press Ctrl+C to stop the simulation")
+
+    # Open window when the scene has been set up
+    if not args.headless:
+        sim.open_window()
+
+    # Run the simulation
+    run_simulation(sim)
+
+
+def run_simulation(sim: SimulationManager):
+    """Run the simulation loop."""
+    if sim.is_use_gpu_physics:
+        sim.init_gpu_physics()
+
+    step_count = 0
+    try:
+        last_time = time.time()
+        last_step = 0
+        while True:
+            sim.update(step=1)
+
+            # Update all gizmos if any are enabled
+            sim.update_gizmos()
+
+            step_count += 1
+
+            # Disable gizmo after 200000 steps (example)
+            if step_count == 200000 and gizmo_enabled:
+                logger.log_info("Disabling gizmo at step 200000")
+                sim.disable_gizmo("cube")
+                gizmo_enabled = False
+
+            # Print FPS every second
+            if step_count % 1000 == 0:
+                current_time = time.time()
+                elapsed = current_time - last_time
+                fps = (
+                    sim.num_envs * (step_count - last_step) / elapsed
+                    if elapsed > 0
+                    else 0
+                )
+                logger.log_info(f"Simulation step: {step_count}, FPS: {fps:.2f}")
+                last_time = current_time
+                last_step = step_count
+    except KeyboardInterrupt:
+        logger.log_info("\nStopping simulation...")
+    finally:
+        sim.destroy()
+        logger.log_info("Simulation terminated successfully")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/sim/gizmo/gizmo_robot.py b/examples/sim/gizmo/gizmo_robot.py
new file mode 100644
index 00000000..fae79962
--- /dev/null
+++ b/examples/sim/gizmo/gizmo_robot.py
@@ -0,0 +1,158 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+"""
+Gizmo-Robot Example: Test Gizmo class on a robot (UR10)
+"""
+
+import time
+import torch
+import numpy as np
+import argparse
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import (
+    RobotCfg,
+    URDFCfg,
+    JointDrivePropertiesCfg,
+)
+
+from embodichain.lab.sim.solvers import PinkSolverCfg
+from embodichain.data import get_data_path
+from embodichain.utils import logger
+
+
+def main():
+    """Main function to create and run the simulation scene."""
+
+    # Parse command line arguments
+    parser = argparse.ArgumentParser(
+        description="Create a simulation scene with SimulationManager"
+    )
+    parser.add_argument(
+        "--num_envs", type=int, default=1, help="Number of parallel environments"
+    )
+    parser.add_argument(
+        "--device", type=str, default="cpu", help="Simulation device (cuda or cpu)"
+    )
+    parser.add_argument(
+        "--enable_rt",
+        action="store_true",
+        default=False,
+        help="Enable ray tracing for better visuals",
+    )
+    args = parser.parse_args()
+
+    # Configure the simulation
+    sim_cfg = SimulationManagerCfg(
+        width=1920,
+        height=1080,
+        physics_dt=1.0 / 100.0,
+        sim_device=args.device,
+        enable_rt=args.enable_rt,
+    )
+
+    sim = SimulationManager(sim_cfg)
+    sim.set_manual_update(False)
+
+    # Build multiple arenas if requested
+    if args.num_envs > 1:
+        sim.build_multiple_arenas(args.num_envs, space=3.0)
+
+    # Get UR10 URDF path
+    urdf_path = get_data_path("UniversalRobots/UR10/UR10.urdf")
+
+    # Create UR10 robot
+    robot_cfg = RobotCfg(
+        uid="ur10_gizmo_test",
+        urdf_cfg=URDFCfg(
+            components=[{"component_type": "arm", "urdf_path": urdf_path}]
+        ),
+        control_parts={"arm": ["Joint[1-6]"]},
+        solver_cfg={
+            "arm": PinkSolverCfg(
+                urdf_path=urdf_path,
+                end_link_name="ee_link",
+                root_link_name="base_link",
+                pos_eps=1e-2,
+                rot_eps=5e-2,
+                max_iterations=300,
+                dt=0.1,
+            )
+        },
+        drive_pros=JointDrivePropertiesCfg(
+            stiffness={"Joint[1-6]": 1e4},
+            damping={"Joint[1-6]": 1e3},
+        ),
+    )
+    robot = sim.add_robot(cfg=robot_cfg)
+
+    # Set initial joint positions
+    initial_qpos = torch.tensor(
+        [[0, -np.pi / 2, np.pi / 2, 0.0, np.pi / 2, 0.0]],
+        dtype=torch.float32,
+        device="cpu",
+    )
+    joint_ids = robot.get_joint_ids("arm")
+    robot.set_qpos(qpos=initial_qpos, joint_ids=joint_ids)
+
+    time.sleep(0.2)  # Wait for a moment to ensure everything is set up
+
+    # Enable gizmo using the new API
+    sim.enable_gizmo(uid="ur10_gizmo_test", control_part="arm")
+    if not sim.has_gizmo("ur10_gizmo_test", control_part="arm"):
+        logger.log_error("Failed to enable gizmo!")
+        return
+
+    sim.open_window()
+
+    logger.log_info("Gizmo-Robot example started!")
+    logger.log_info("Use the gizmo to drag the robot end-effector (EE)")
+    logger.log_info("Press Ctrl+C to stop the simulation")
+
+    run_simulation(sim)
+
+
+def run_simulation(sim: SimulationManager):
+    step_count = 0
+    try:
+        last_time = time.time()
+        last_step = 0
+        while True:
+            time.sleep(0.033)  # 30Hz
+            # Update all gizmos managed by sim
+            sim.update_gizmos()
+            step_count += 1
+
+            if step_count % 100 == 0:
+                current_time = time.time()
+                elapsed = current_time - last_time
+                fps = (
+                    sim.num_envs * (step_count - last_step) / elapsed
+                    if elapsed > 0
+                    else 0
+                )
+                logger.log_info(f"Simulation step: {step_count}, FPS: {fps:.2f}")
+                last_time = current_time
+                last_step = step_count
+    except KeyboardInterrupt:
+        logger.log_info("\nStopping simulation...")
+    finally:
+        sim.destroy()
+        logger.log_info("Simulation terminated successfully")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/sim/gizmo/gizmo_scene.py b/examples/sim/gizmo/gizmo_scene.py
new file mode 100644
index 00000000..31c7d233
--- /dev/null
+++ b/examples/sim/gizmo/gizmo_scene.py
@@ -0,0 +1,263 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+"""
+Gizmo Scene Example: Interactive scene with both robot and rigid object gizmos
+
+This example demonstrates how to create an interactive simulation scene with:
+- A UR10 robot with gizmo control for end-effector manipulation
+- A rigid object (cube) with gizmo control for direct manipulation
+Both objects can be interactively controlled through their respective gizmos.
+"""
+
+import time
+import torch
+import numpy as np
+import argparse
+import cv2
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import (
+    RobotCfg,
+    URDFCfg,
+    JointDrivePropertiesCfg,
+    RigidObjectCfg,
+    RigidBodyAttributesCfg,
+)
+from embodichain.lab.sim.shapes import CubeCfg
+from embodichain.lab.sim.sensors import CameraCfg
+from embodichain.lab.sim.solvers import PinkSolverCfg
+from embodichain.data import get_data_path
+from embodichain.utils import logger
+
+
+def main():
+    """Main function to create and run the simulation scene."""
+
+    parser = argparse.ArgumentParser(
+        description="Create a simulation scene with SimulationManager"
+    )
+    parser.add_argument(
+        "--num_envs", type=int, default=1, help="Number of parallel environments"
+    )
+    parser.add_argument(
+        "--device", type=str, default="cpu", help="Simulation device (cuda or cpu)"
+    )
+    parser.add_argument(
+        "--enable_rt",
+        action="store_true",
+        default=False,
+        help="Enable ray tracing for better visuals",
+    )
+    args = parser.parse_args()
+
+    # Configure the simulation
+    sim_cfg = SimulationManagerCfg(
+        width=1920,
+        height=1080,
+        physics_dt=1.0 / 100.0,
+        sim_device=args.device,
+        enable_rt=args.enable_rt,
+    )
+
+    sim = SimulationManager(sim_cfg)
+    sim.set_manual_update(False)
+
+    # Build multiple arenas if requested
+    if args.num_envs > 1:
+        sim.build_multiple_arenas(args.num_envs, space=3.0)
+
+    # Get DexForce W1 URDF path
+    urdf_path = get_data_path(
+        "DexforceW1V021_INDUSTRIAL_DH_PGC_GRIPPER_M/DexforceW1V021.urdf"
+    )
+
+    # Create DexForce W1 robot
+    robot_cfg = RobotCfg(
+        uid="w1_gizmo_test",
+        urdf_cfg=URDFCfg(
+            components=[{"component_type": "humanoid", "urdf_path": urdf_path}]
+        ),
+        control_parts={"left_arm": ["LEFT_J[1-7]"], "right_arm": ["RIGHT_J[1-7]"]},
+        solver_cfg={
+            "left_arm": PinkSolverCfg(
+                urdf_path=urdf_path,
+                end_link_name="left_ee",
+                root_link_name="left_arm_base",
+                pos_eps=1e-2,
+                rot_eps=5e-2,
+                max_iterations=300,
+                dt=0.1,
+            ),
+            "right_arm": PinkSolverCfg(
+                urdf_path=urdf_path,
+                end_link_name="right_ee",
+                root_link_name="right_arm_base",
+                pos_eps=1e-2,
+                rot_eps=5e-2,
+                max_iterations=300,
+                dt=0.1,
+            ),
+        },
+        drive_pros=JointDrivePropertiesCfg(
+            stiffness={"LEFT_J[1-7]": 1e4, "RIGHT_J[1-7]": 1e4},
+            damping={"LEFT_J[1-7]": 1e3, "RIGHT_J[1-7]": 1e3},
+        ),
+    )
+    robot = sim.add_robot(cfg=robot_cfg)
+
+    # Set initial joint positions for both arms
+    left_arm_qpos = torch.tensor(
+        [
+            [0, 0, -np.pi / 4, np.pi / 4, -np.pi / 2, 0.0, np.pi / 4, 0.0]
+        ],  # WAIST + LEFT_J[1-7]
+        dtype=torch.float32,
+        device="cpu",
+    )
+    right_arm_qpos = torch.tensor(
+        [
+            [0, 0, np.pi / 4, -np.pi / 4, np.pi / 2, 0.0, -np.pi / 4, 0.0]
+        ],  # WAIST + RIGHT_J[1-7]
+        dtype=torch.float32,
+        device="cpu",
+    )
+
+    left_joint_ids = robot.get_joint_ids("left_arm")
+    right_joint_ids = robot.get_joint_ids("right_arm")
+
+    robot.set_qpos(qpos=left_arm_qpos, joint_ids=left_joint_ids)
+    robot.set_qpos(qpos=right_arm_qpos, joint_ids=right_joint_ids)
+
+    # Create a rigid object (cube) positioned to the side of the robot
+    cube_cfg = RigidObjectCfg(
+        uid="interactive_cube",
+        shape=CubeCfg(size=[0.1, 0.1, 0.1]),
+        body_type="kinematic",
+        attrs=RigidBodyAttributesCfg(
+            mass=1.0,
+            dynamic_friction=0.5,
+            static_friction=0.5,
+            restitution=0.1,
+        ),
+        init_pos=[1.0, 0.0, 0.5],  # Position to the side of the robot
+    )
+    cube = sim.add_rigid_object(cube_cfg)
+
+    camera_cfg = CameraCfg(
+        uid="scene_camera",
+        width=640,
+        height=480,
+        intrinsics=(320, 320, 320, 240),  # fx, fy, cx, cy
+        near=0.1,
+        far=10.0,
+        enable_color=True,
+        enable_depth=True,
+        extrinsics=CameraCfg.ExtrinsicsCfg(
+            eye=(2.0, 2.0, 2.0),
+            target=(0.0, 0.0, 0.0),
+            up=(0.0, 0.0, 1.0),
+        ),
+    )
+    camera = sim.add_sensor(sensor_cfg=camera_cfg)
+
+    # Enable gizmo for all assets after all are created and initialized
+    sim.enable_gizmo(uid="w1_gizmo_test", control_part="left_arm")
+    if not sim.has_gizmo("w1_gizmo_test", control_part="left_arm"):
+        logger.log_error("Failed to enable left arm gizmo!")
+        return
+
+    sim.enable_gizmo(uid="w1_gizmo_test", control_part="right_arm")
+    if not sim.has_gizmo("w1_gizmo_test", control_part="right_arm"):
+        logger.log_error("Failed to enable right arm gizmo!")
+        return
+
+    sim.enable_gizmo(uid="interactive_cube")
+    if not sim.has_gizmo("interactive_cube"):
+        logger.log_error("Failed to enable gizmo for cube!")
+        return
+
+    sim.enable_gizmo(uid="scene_camera")
+    if not sim.has_gizmo("scene_camera"):
+        logger.log_error("Failed to enable gizmo for camera!")
+        return
+
+    sim.open_window()
+
+    logger.log_info("Gizmo Scene example started!")
+    logger.log_info("Four gizmos are active in the scene:")
+    logger.log_info("1. Left arm gizmo - Use to drag the left arm end-effector (EE)")
+    logger.log_info("2. Right arm gizmo - Use to drag the right arm end-effector (EE)")
+    logger.log_info("3. Cube gizmo - Use to drag and position the cube")
+    logger.log_info("4. Camera gizmo - Use to drag and orient the camera")
+    logger.log_info("Press Ctrl+C to stop the simulation")
+
+    run_simulation(sim)
+
+
+def run_simulation(sim: SimulationManager):
+    step_count = 0
+    # Get the camera instance by uid
+    camera = sim.get_sensor("scene_camera")
+    try:
+        last_time = time.time()
+        last_step = 0
+        while True:
+            time.sleep(0.033)  # 30Hz
+            sim.update_gizmos()
+            step_count += 1
+
+            # Display camera view in a window every 5 steps
+            if camera is not None and step_count % 5 == 0:
+                camera.update()
+                data = camera.get_data()
+                if "color" in data:
+                    rgb_image = data["color"].cpu().numpy()[0, :, :, :3]
+                    bgr_image = cv2.cvtColor(rgb_image, cv2.COLOR_RGB2BGR)
+                    cv2.putText(
+                        bgr_image,
+                        "Press 'h' to toggle camera gizmo visibility",
+                        (10, 30),
+                        cv2.FONT_HERSHEY_SIMPLEX,
+                        0.6,
+                        (0, 255, 0),
+                        2,
+                    )
+                    cv2.imshow("Camera Sensor View", bgr_image)
+                    key = cv2.waitKey(1) & 0xFF
+                    if key == ord("h"):
+                        # Toggle the camera gizmo visibility using SimulationManager API
+                        sim.toggle_gizmo_visibility("scene_camera")
+
+            if step_count % 100 == 0:
+                current_time = time.time()
+                elapsed = current_time - last_time
+                fps = (
+                    sim.num_envs * (step_count - last_step) / elapsed
+                    if elapsed > 0
+                    else 0
+                )
+                logger.log_info(f"Simulation step: {step_count}, FPS: {fps:.2f}")
+                last_time = current_time
+                last_step = step_count
+    except KeyboardInterrupt:
+        logger.log_info("\nStopping simulation...")
+    finally:
+        cv2.destroyAllWindows()
+        sim.destroy()
+        logger.log_info("Simulation terminated successfully")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/sim/gizmo/gizmo_w1.py b/examples/sim/gizmo/gizmo_w1.py
new file mode 100644
index 00000000..791582a0
--- /dev/null
+++ b/examples/sim/gizmo/gizmo_w1.py
@@ -0,0 +1,188 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+"""
+Gizmo-Robot Example: Test Gizmo class on a robot (UR10)
+"""
+
+import time
+import torch
+import numpy as np
+import argparse
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import (
+    RobotCfg,
+    URDFCfg,
+    JointDrivePropertiesCfg,
+)
+
+from embodichain.lab.sim.solvers import PinkSolverCfg
+from embodichain.data import get_data_path
+from embodichain.utils import logger
+
+
+def main():
+    """Main function to create and run the simulation scene."""
+
+    # Parse command line arguments
+    parser = argparse.ArgumentParser(
+        description="Create a simulation scene with SimulationManager"
+    )
+    parser.add_argument(
+        "--num_envs", type=int, default=1, help="Number of parallel environments"
+    )
+    parser.add_argument(
+        "--device", type=str, default="cpu", help="Simulation device (cuda or cpu)"
+    )
+    parser.add_argument(
+        "--enable_rt",
+        action="store_true",
+        default=False,
+        help="Enable ray tracing for better visuals",
+    )
+    args = parser.parse_args()
+
+    # Configure the simulation
+    sim_cfg = SimulationManagerCfg(
+        width=1920,
+        height=1080,
+        physics_dt=1.0 / 100.0,
+        sim_device=args.device,
+        enable_rt=args.enable_rt,
+    )
+
+    sim = SimulationManager(sim_cfg)
+    sim.set_manual_update(False)
+
+    # Build multiple arenas if requested
+    if args.num_envs > 1:
+        sim.build_multiple_arenas(args.num_envs, space=3.0)
+
+    # Get DexForce W1 URDF path
+    urdf_path = get_data_path(
+        "DexforceW1V021_INDUSTRIAL_DH_PGC_GRIPPER_M/DexforceW1V021.urdf"
+    )
+
+    # Create DexForce W1 robot
+    robot_cfg = RobotCfg(
+        uid="w1_gizmo_test",
+        urdf_cfg=URDFCfg(
+            components=[{"component_type": "humanoid", "urdf_path": urdf_path}]
+        ),
+        control_parts={"left_arm": ["LEFT_J[1-7]"], "right_arm": ["RIGHT_J[1-7]"]},
+        solver_cfg={
+            "left_arm": PinkSolverCfg(
+                urdf_path=urdf_path,
+                end_link_name="left_ee",
+                root_link_name="left_arm_base",
+                pos_eps=1e-2,
+                rot_eps=5e-2,
+                max_iterations=300,
+                dt=0.1,
+            ),
+            "right_arm": PinkSolverCfg(
+                urdf_path=urdf_path,
+                end_link_name="right_ee",
+                root_link_name="right_arm_base",
+                pos_eps=1e-2,
+                rot_eps=5e-2,
+                max_iterations=300,
+                dt=0.1,
+            ),
+        },
+        drive_pros=JointDrivePropertiesCfg(
+            stiffness={"LEFT_J[1-7]": 1e4, "RIGHT_J[1-7]": 1e4},
+            damping={"LEFT_J[1-7]": 1e3, "RIGHT_J[1-7]": 1e3},
+        ),
+    )
+    robot = sim.add_robot(cfg=robot_cfg)
+
+    # Set initial joint positions for both arms
+    # Left arm: 8 joints (WAIST + 7 LEFT_J), Right arm: 8 joints (WAIST + 7 RIGHT_J)
+    left_arm_qpos = torch.tensor(
+        [
+            [0, 0, -np.pi / 4, np.pi / 4, -np.pi / 2, 0.0, np.pi / 4, 0.0]
+        ],  # WAIST + LEFT_J[1-7]
+        dtype=torch.float32,
+        device="cpu",
+    )
+    right_arm_qpos = torch.tensor(
+        [
+            [0, 0, np.pi / 4, -np.pi / 4, np.pi / 2, 0.0, -np.pi / 4, 0.0]
+        ],  # WAIST + RIGHT_J[1-7]
+        dtype=torch.float32,
+        device="cpu",
+    )
+
+    left_joint_ids = robot.get_joint_ids("left_arm")
+    right_joint_ids = robot.get_joint_ids("right_arm")
+
+    robot.set_qpos(qpos=left_arm_qpos, joint_ids=left_joint_ids)
+    robot.set_qpos(qpos=right_arm_qpos, joint_ids=right_joint_ids)
+
+    time.sleep(0.2)  # Wait for a moment to ensure everything is set up
+
+    # Enable gizmo for both arms using the new API
+    sim.enable_gizmo(uid="w1_gizmo_test", control_part="left_arm")
+    if not sim.has_gizmo("w1_gizmo_test", control_part="left_arm"):
+        logger.log_error("Failed to enable left arm gizmo!")
+        return
+
+    sim.enable_gizmo(uid="w1_gizmo_test", control_part="right_arm")
+    if not sim.has_gizmo("w1_gizmo_test", control_part="right_arm"):
+        logger.log_error("Failed to enable right arm gizmo!")
+        return
+
+    sim.open_window()
+
+    logger.log_info("Gizmo-DexForce W1 example started!")
+    logger.log_info("Use the gizmos to drag both robot arms' end-effectors")
+    logger.log_info("Press Ctrl+C to stop the simulation")
+
+    run_simulation(sim)
+
+
+def run_simulation(sim: SimulationManager):
+    step_count = 0
+    try:
+        last_time = time.time()
+        last_step = 0
+        while True:
+            time.sleep(0.033)  # 30Hz
+            # Update all gizmos managed by sim
+            sim.update_gizmos()
+            step_count += 1
+
+            if step_count % 100 == 0:
+                current_time = time.time()
+                elapsed = current_time - last_time
+                fps = (
+                    sim.num_envs * (step_count - last_step) / elapsed
+                    if elapsed > 0
+                    else 0
+                )
+                logger.log_info(f"Simulation step: {step_count}, FPS: {fps:.2f}")
+                last_time = current_time
+                last_step = step_count
+    except KeyboardInterrupt:
+        logger.log_info("\nStopping simulation...")
+    finally:
+        sim.destroy()
+        logger.log_info("Simulation terminated successfully")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/sim/planners/motion_generator.py b/examples/sim/planners/motion_generator.py
new file mode 100644
index 00000000..4557f6d1
--- /dev/null
+++ b/examples/sim/planners/motion_generator.py
@@ -0,0 +1,146 @@
+import time
+import torch
+import numpy as np
+from copy import deepcopy
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim.robots import CobotMagicCfg
+from embodichain.lab.sim.planners.utils import TrajectorySampleMethod
+from embodichain.lab.sim.planners.motion_generator import MotionGenerator
+
+
+def move_robot_along_trajectory(
+    robot: Robot, arm_name: str, qpos_list: list[torch.Tensor], delay: float = 0.1
+):
+    """
+    Set the robot joint positions sequentially along the given joint trajectory.
+    Args:
+        robot: Robot instance.
+        arm_name: Name of the robot arm.
+        qpos_list: List of joint positions (torch.Tensor).
+        delay: Time delay between each step (seconds).
+    """
+    for q in qpos_list:
+        robot.set_qpos(qpos=q.unsqueeze(0), joint_ids=robot.get_joint_ids(arm_name))
+        time.sleep(delay)
+
+
+def create_demo_trajectory(
+    robot: Robot, arm_name: str
+) -> tuple[list[torch.Tensor], list[np.ndarray]]:
+    """
+    Generate a three-point trajectory (start, middle, end) for demonstration.
+    Args:
+        robot: Robot instance.
+        arm_name: Name of the robot arm.
+    Returns:
+        qpos_list: List of joint positions (torch.Tensor).
+        xpos_list: List of end-effector poses (numpy arrays).
+    """
+    qpos_fk = torch.tensor(
+        [[0.0, np.pi / 4, -np.pi / 4, 0.0, np.pi / 4, 0.0]], dtype=torch.float32
+    )
+    xpos_begin = robot.compute_fk(name=arm_name, qpos=qpos_fk, to_matrix=True)
+    xpos_mid = deepcopy(xpos_begin)
+    xpos_mid[0, 2, 3] -= 0.1  # Move down by 0.1m in Z direction
+    xpos_final = deepcopy(xpos_mid)
+    xpos_final[0, 0, 3] += 0.2  # Move forward by 0.2m in X direction
+
+    qpos_begin = robot.compute_ik(pose=xpos_begin, name=arm_name)[1][0]
+    qpos_mid = robot.compute_ik(pose=xpos_mid, name=arm_name)[1][0]
+    qpos_final = robot.compute_ik(pose=xpos_final, name=arm_name)[1][0]
+    return [qpos_begin, qpos_mid, qpos_final], [
+        xpos_begin[0],
+        xpos_mid[0],
+        xpos_final[0],
+    ]
+
+
+def main(interactive=False):
+    np.set_printoptions(precision=5, suppress=True)
+    torch.set_printoptions(precision=5, sci_mode=False)
+
+    # Initialize simulation
+    sim = SimulationManager(SimulationManagerCfg(headless=False, sim_device="cpu"))
+    sim.build_multiple_arenas(1)
+    sim.set_manual_update(False)
+
+    # Robot configuration
+    cfg_dict = {
+        "uid": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [
+            -0.3,
+            0.3,
+            1.0,
+            1.0,
+            -1.2,
+            -1.2,
+            0.0,
+            0.0,
+            0.6,
+            0.6,
+            0.0,
+            0.0,
+            0.05,
+            0.05,
+            0.05,
+            0.05,
+        ],
+        "solver_cfg": {
+            "left_arm": {
+                "class_type": "OPWSolver",
+                "end_link_name": "left_link6",
+                "root_link_name": "left_arm_base",
+                "tcp": [[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0.143], [0, 0, 0, 1]],
+            },
+            "right_arm": {
+                "class_type": "OPWSolver",
+                "end_link_name": "right_link6",
+                "root_link_name": "right_arm_base",
+                "tcp": [[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0.143], [0, 0, 0, 1]],
+            },
+        },
+    }
+    robot: Robot = sim.add_robot(cfg=CobotMagicCfg.from_dict(cfg_dict))
+    arm_name = "left_arm"
+
+    # Generate trajectory points
+    qpos_list, xpos_list = create_demo_trajectory(robot, arm_name)
+
+    # Initialize motion generator
+    motion_generator = MotionGenerator(
+        robot=robot,
+        uid=arm_name,
+        planner_type="toppra",
+        default_velocity=0.2,
+        default_acceleration=0.5,
+    )
+
+    # Joint space trajectory
+    out_qpos_list, _ = motion_generator.create_discrete_trajectory(
+        qpos_list=[q.numpy() for q in qpos_list],
+        is_linear=False,
+        sample_method=TrajectorySampleMethod.QUANTITY,
+        sample_num=20,
+    )
+    move_robot_along_trajectory(robot, arm_name, out_qpos_list)
+
+    # Cartesian space trajectory
+    out_qpos_list, _ = motion_generator.create_discrete_trajectory(
+        xpos_list=[x.numpy() for x in xpos_list],
+        is_linear=True,
+        sample_method=TrajectorySampleMethod.QUANTITY,
+        sample_num=20,
+    )
+    move_robot_along_trajectory(robot, arm_name, out_qpos_list)
+
+    if interactive:
+        # Enter IPython interactive shell if needed
+        from IPython import embed
+
+        embed()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/sim/scene/scene_demo.py b/examples/sim/scene/scene_demo.py
new file mode 100644
index 00000000..6efa3b13
--- /dev/null
+++ b/examples/sim/scene/scene_demo.py
@@ -0,0 +1,195 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+"""
+This script demonstrates how to create a simulation scene using SimulationManager.
+It supports loading kitchen/factory/office scenes via EmbodiChainDataset.
+"""
+
+import argparse
+import time
+from pathlib import Path
+import math
+import embodichain.utils.logger as logger
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import RigidBodyAttributesCfg, LightCfg, RobotCfg, URDFCfg
+from embodichain.lab.sim.shapes import MeshCfg
+from embodichain.lab.sim.objects import RigidObject, RigidObjectCfg, Robot
+from embodichain.data.assets.scene_assets import SceneData
+from embodichain.data.constants import EMBODICHAIN_DEFAULT_DATA_ROOT
+
+
+def resolve_asset_path(scene_name: str) -> str:
+    """
+    Resolve the asset path for a given scene (.glb/.gltf),
+    downloading if needed using EmbodiChainData.
+    """
+
+    current_dir = Path(__file__).parent
+    local_glb = current_dir / f"{scene_name}.glb"
+    local_gltf = current_dir / f"{scene_name}.gltf"
+    if local_glb.exists():
+        logger.log_info(f"Using local asset: {local_glb}")
+        return str(local_glb)
+    if local_gltf.exists():
+        logger.log_info(f"Using local asset: {local_gltf}")
+        return str(local_gltf)
+
+    scene_data = SceneData()
+
+    extracted_dir = Path(EMBODICHAIN_DEFAULT_DATA_ROOT) / "extract" / "SceneData"
+    glb_path = extracted_dir / f"{scene_name}.glb"
+    gltf_path = extracted_dir / f"{scene_name}.gltf"
+
+    if glb_path.exists():
+        logger.log_info(f"Using downloaded asset: {glb_path}")
+        return str(glb_path)
+    if gltf_path.exists():
+        logger.log_info(f"Using downloaded asset: {gltf_path}")
+        return str(gltf_path)
+
+    raise FileNotFoundError(
+        f"No .glb or .gltf found in extracted folder: {extracted_dir}"
+    )
+
+
+def run_simulation(sim: SimulationManager):
+    """Run the simulation loop."""
+    if sim.is_use_gpu_physics:
+        sim.init_gpu_physics()
+
+    try:
+        while True:
+            time.sleep(0.01)
+    except KeyboardInterrupt:
+        logger.log_info("\n Stopping simulation...")
+    finally:
+        sim.destroy()
+        logger.log_info("Simulation terminated successfully.")
+
+
+def main():
+    parser = argparse.ArgumentParser(
+        description="Create a simulation scene with SimulationManager"
+    )
+    parser.add_argument(
+        "--scene",
+        type=str,
+        default="kitchen",
+        choices=["kitchen", "factory", "office", "local"],
+        help="Choose which scene to load",
+    )
+    parser.add_argument(
+        "--num_envs", type=int, default=1, help="Number of parallel environments"
+    )
+    parser.add_argument(
+        "--device", type=str, default="cpu", help="Simulation device (cuda or cpu)"
+    )
+    parser.add_argument(
+        "--disable_rt",
+        action="store_true",
+        default=False,
+        help="Disable ray tracing for better visuals",
+    )
+    args = parser.parse_args()
+
+    logger.log_info(f"Initializing scene '{args.scene}'")
+
+    logger.log_info(f"Resolving and downloading scene '{args.scene}' if needed...")
+    try:
+        asset_path = resolve_asset_path(args.scene)
+        logger.log_info(f"Scene asset ready at: {asset_path}")
+    except Exception as e:
+        print(f"Failed to download or resolve scene asset: {e}")
+        return
+
+    sim_cfg = SimulationManagerCfg(
+        width=1920,
+        height=1080,
+        headless=True,
+        physics_dt=1.0 / 100.0,
+        sim_device=args.device,
+        enable_rt=not args.disable_rt,
+    )
+    sim = SimulationManager(sim_cfg)
+    sim.set_manual_update(True)
+
+    if args.num_envs > 1:
+        sim.build_multiple_arenas(args.num_envs, space=10.0)
+
+    num_lights = 8
+    radius = 5
+    height = 8
+    intensity = 200
+    lights = []
+
+    for i in range(num_lights):
+        angle = 2 * math.pi * i / num_lights
+        x = radius * math.cos(angle)
+        y = radius * math.sin(angle)
+        z = height
+        uid = f"l{i+1}"
+        cfg = LightCfg(uid=uid, intensity=intensity, radius=600, init_pos=[x, y, z])
+        lights.append(sim.add_light(cfg))
+
+    physics_attrs = RigidBodyAttributesCfg(
+        mass=10,
+        dynamic_friction=0.5,
+        static_friction=0.5,
+        restitution=0.1,
+    )
+
+    try:
+        logger.log_info(f"Loading scene asset into simulation: {asset_path}")
+        scene_obj: RigidObject = sim.add_rigid_object(
+            cfg=RigidObjectCfg(
+                uid=args.scene,
+                shape=MeshCfg(fpath=asset_path),
+                body_type="static",
+                init_pos=[0.0, 0.0, 0.1],
+                init_rot=[90, 180, 0],
+                attrs=physics_attrs,
+            )
+        )
+        if args.scene == "factory":
+            from embodichain.lab.sim.robots.dexforce_w1.cfg import DexforceW1Cfg
+
+            w1_robot: Robot = sim.add_robot(
+                cfg=DexforceW1Cfg.from_dict(
+                    {
+                        "uid": "dexforce_w1",
+                        "version": "v021",
+                        "arm_kind": "anthropomorphic",
+                        "init_pos": [-1, -0.5, 0],
+                        "init_rot": [0, 0, 90],
+                    }
+                ),
+            )
+
+    except Exception as e:
+        logger.log_info(f"Failed to load scene asset: {e}")
+        return
+
+    logger.log_info(f"Scene '{args.scene}' setup complete!")
+    logger.log_info(f"Running simulation with {args.num_envs} environment(s)")
+    logger.log_info("Press Ctrl+C to stop the simulation")
+
+    sim.open_window()
+
+    run_simulation(sim)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/sim/sensors/batch_camera.py b/examples/sim/sensors/batch_camera.py
new file mode 100644
index 00000000..efbd17fb
--- /dev/null
+++ b/examples/sim/sensors/batch_camera.py
@@ -0,0 +1,145 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import time
+import numpy as np
+import matplotlib.pyplot as plt
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import RigidObjectCfg, LightCfg
+from embodichain.lab.sim.shapes import MeshCfg
+from embodichain.lab.sim.objects import RigidObject, Light
+from embodichain.lab.sim.sensors import (
+    Camera,
+    StereoCamera,
+    CameraCfg,
+    StereoCameraCfg,
+)
+from embodichain.data import get_data_path
+
+
+def main(args):
+    config = SimulationManagerCfg(
+        headless=True, sim_device=args.device, arena_space=2, enable_rt=args.enable_rt
+    )
+    sim = SimulationManager(config)
+    sim.build_multiple_arenas(args.num_envs)
+
+    rigid_obj: RigidObject = sim.add_rigid_object(
+        cfg=RigidObjectCfg(
+            uid="obj",
+            shape=MeshCfg(fpath=get_data_path("Chair/chair.glb")),
+            init_pos=(0, 0, 0.2),
+        )
+    )
+    light: Light = sim.add_light(
+        cfg=LightCfg(light_type="point", init_pos=(0, 0, 2), intensity=50)
+    )
+
+    if sim.is_use_gpu_physics:
+        sim.init_gpu_physics()
+
+    if args.headless is False:
+        sim.open_window()
+
+    import torch
+
+    torch.set_printoptions(precision=4, sci_mode=False)
+
+    eye = (0.0, 0, 2.0)
+    target = (0.0, 0.0, 0.0)
+    if args.sensor_type == "stereo":
+        camera: StereoCamera = sim.add_sensor(
+            sensor_cfg=StereoCameraCfg(
+                width=640,
+                height=480,
+                extrinsics=CameraCfg.ExtrinsicsCfg(eye=eye, target=target),
+            )
+        )
+    else:
+        camera: Camera = sim.add_sensor(
+            sensor_cfg=CameraCfg(
+                width=640,
+                height=480,
+                extrinsics=CameraCfg.ExtrinsicsCfg(eye=eye, target=target),
+            )
+        )
+
+    # TODO: To be removed
+    sim.reset_objects_state()
+
+    t0 = time.time()
+    camera.update()
+    print(f"Camera update time: {time.time() - t0:.4f} seconds")
+
+    data_frame = camera.get_data()
+
+    t0 = time.time()
+    rgba = data_frame["color"].cpu().numpy()
+    if args.sensor_type == "stereo":
+        rgba_right = data_frame["color_right"].cpu().numpy()
+
+    # plot rgba into a grid of images
+    grid_x = np.ceil(np.sqrt(args.num_envs)).astype(int)
+    grid_y = np.ceil(args.num_envs / grid_x).astype(int)
+    fig, axs = plt.subplots(grid_x, grid_y, figsize=(12, 6))
+    axs = axs.flatten()
+    for i in range(args.num_envs):
+
+        if args.sensor_type == "stereo":
+            image = np.concatenate((rgba[i], rgba_right[i]), axis=1)
+        else:
+            image = rgba[i]
+        axs[i].imshow(image)
+        axs[i].axis("off")
+        axs[i].set_title(f"Env {i}")
+
+    if args.headless:
+        plt.savefig(f"camera_data.png")
+    else:
+        plt.show()
+
+
+if __name__ == "__main__":
+    import argparse
+
+    parser = argparse.ArgumentParser(description="Run the batch robot simulation.")
+    parser.add_argument(
+        "--num_envs", type=int, default=4, help="Number of environments to simulate."
+    )
+    parser.add_argument(
+        "--device",
+        type=str,
+        default="cpu",
+        choices=["cpu", "cuda"],
+        help="Device to run the simulation on.",
+    )
+    parser.add_argument(
+        "--headless", action="store_true", help="Run the simulation in headless mode."
+    )
+    parser.add_argument(
+        "--enable_rt", action="store_true", help="Enable ray tracing rendering."
+    )
+    parser.add_argument(
+        "--sensor_type",
+        type=str,
+        default="camera",
+        choices=["stereo", "camera"],
+        help="Type of camera sensor to use.",
+    )
+
+    args = parser.parse_args()
+    main(args)
diff --git a/examples/sim/solvers/differential_solver.py b/examples/sim/solvers/differential_solver.py
new file mode 100644
index 00000000..1f056575
--- /dev/null
+++ b/examples/sim/solvers/differential_solver.py
@@ -0,0 +1,250 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+import os
+import time
+import numpy as np
+import torch
+from IPython import embed
+
+from embodichain.data import get_data_path
+from embodichain.lab.sim.cfg import RobotCfg
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import MarkerCfg
+
+
+def main(visualize: bool = True):
+    np.set_printoptions(precision=5, suppress=True)
+    torch.set_printoptions(precision=5, sci_mode=False)
+
+    # Set up simulation with specified device (CPU or CUDA)
+    sim_device = "cpu"
+    num_envs = 9  # Number of parallel arenas/environments
+    config = SimulationManagerCfg(
+        headless=False, sim_device=sim_device, arena_space=1.5
+    )
+    sim = SimulationManager(config)
+    sim.build_multiple_arenas(num_envs)
+    sim.set_manual_update(False)
+
+    # Load robot URDF file
+    urdf = get_data_path("Rokae/SR5/SR5.urdf")
+    assert os.path.isfile(urdf)
+
+    # Robot configuration
+    cfg_dict = {
+        "fpath": urdf,
+        "control_parts": {
+            "main_arm": [
+                "joint1",
+                "joint2",
+                "joint3",
+                "joint4",
+                "joint5",
+                "joint6",
+            ],
+        },
+        "solver_cfg": {
+            "main_arm": {
+                "class_type": "DifferentialSolver",
+                "end_link_name": "ee_link",
+                "root_link_name": "base_link",
+            },
+        },
+    }
+
+    robot: Robot = sim.add_robot(cfg=RobotCfg.from_dict(cfg_dict))
+
+    # Prepare initial joint positions for all environments
+    rad = torch.deg2rad(torch.tensor(45.0))
+    arm_name = "main_arm"
+    fk_qpos = torch.full((num_envs, 6), rad, dtype=torch.float32, device="cpu")
+    # All envs start with the same qpos (can be randomized)
+    qpos = torch.from_numpy(np.array([0.0, 0.0, np.pi / 2, 0.0, np.pi / 2, 0.0])).to(
+        fk_qpos.device
+    )
+    qpos = qpos.unsqueeze(0).repeat(num_envs, 1)
+    robot.set_qpos(qpos=qpos, joint_ids=robot.get_joint_ids(arm_name))
+
+    time.sleep(3.0)
+    fk_xpos = robot.compute_fk(
+        qpos=qpos, name=arm_name, to_matrix=True
+    )  # (num_envs, 4, 4)
+
+    # Prepare batch start and end poses for all envs
+    start_pose = fk_xpos.clone()  # (num_envs, 4, 4)
+    end_pose = fk_xpos.clone()
+    move_vecs = torch.tensor(
+        [
+            [0.3, 0.0, 0.0],
+            [0.2, -0.2, 0.0],
+            [0.0, 0.0, 0.2],
+            [0.2, 0.0, 0.2],
+            [-0.3, 0.0, 0.0],
+            [-0.2, 0.2, 0.0],
+            [0.0, 0.0, -0.2],
+            [-0.2, 0.0, -0.2],
+            [0.1, 0.1, -0.1],
+        ],
+        dtype=end_pose.dtype,
+        device=end_pose.device,
+    )
+    end_pose[
+        :, :3, 3
+    ] += move_vecs  # Move each env's end-effector in a different direction
+
+    num_steps = 100
+    # Interpolate poses for each env
+    interpolated_poses = torch.stack(
+        [torch.lerp(start_pose, end_pose, t) for t in np.linspace(0, 1, num_steps)],
+        dim=1,
+    )  # (num_envs, num_steps, 4, 4)
+
+    # Initial joint positions for all envs
+    ik_qpos = qpos.clone()
+
+    ik_qpos_results = []
+    ik_success_flags = []
+
+    ik_compute_begin = time.time()
+    # Batch IK solving for each step
+    for step in range(num_steps):
+        poses = interpolated_poses[:, step, :, :]  # (num_envs, 4, 4)
+        if poses.shape[0] != num_envs:
+            poses = poses.expand(num_envs, *poses.shape[1:])
+        if ik_qpos.shape[0] != num_envs:
+            ik_qpos = ik_qpos.expand(num_envs, *ik_qpos.shape[1:])
+        assert (
+            poses.shape[0] == num_envs
+        ), f"poses batch mismatch: {poses.shape[0]} vs {num_envs}"
+        assert (
+            ik_qpos.shape[0] == num_envs
+        ), f"ik_qpos batch mismatch: {ik_qpos.shape[0]} vs {num_envs}"
+
+        # Parallel batch IK solving
+        res, ik_qpos_new = robot.compute_ik(
+            pose=poses, joint_seed=ik_qpos, name=arm_name
+        )
+        ik_qpos_results.append(ik_qpos_new.clone())
+        ik_success_flags.append(res)
+        ik_qpos = ik_qpos_new  # Update joint seed
+    ik_compute_end = time.time()
+    print(
+        f"IK compute time for {num_steps} steps and {num_envs} envs: {ik_compute_end - ik_compute_begin:.4f} seconds"
+    )
+
+    # Collect visualization data for all steps and environments
+    if visualize:
+        draw_data = [[] for _ in range(num_envs)]
+    for env_id in range(num_envs):
+        for step in range(num_steps):
+            ik_qpos_new = ik_qpos_results[step]
+            ik_xpos = robot.compute_fk(qpos=ik_qpos_new, name=arm_name, to_matrix=True)
+            local_pose = robot._entities[env_id].get_world_pose()
+            if visualize:
+                fk_axis = local_pose @ end_pose[env_id].cpu().numpy()
+                ik_axis = local_pose @ ik_xpos[env_id].cpu().numpy()
+                local_axis = local_pose @ ik_xpos[env_id].cpu().numpy()
+
+                draw_data[env_id].append(
+                    {
+                        "step": step,
+                        "fk_axis": fk_axis,
+                        "ik_axis": ik_axis,
+                        "local_axis": local_axis,
+                    }
+                )
+
+    if visualize:
+        # Batch draw all steps' data for each environment
+        for env_id in range(num_envs):
+            # Only draw fk_axis and ik_axis once per env (first step)
+            fk_axis = draw_data[env_id][0]["fk_axis"]
+            ik_axis = draw_data[env_id][0]["ik_axis"]
+
+            sim.draw_marker(
+                cfg=MarkerCfg(
+                    name=f"fk_axis_env{env_id}",
+                    marker_type="axis",
+                    axis_xpos=fk_axis,
+                    axis_size=0.002,
+                    axis_len=0.005,
+                    arena_index=env_id,
+                )
+            )
+
+            sim.draw_marker(
+                cfg=MarkerCfg(
+                    name=f"ik_axis_env{env_id}",
+                    marker_type="axis",
+                    axis_xpos=ik_axis,
+                    axis_size=0.002,
+                    axis_len=0.005,
+                    arena_index=env_id,
+                )
+            )
+
+            # Draw the whole local_axis trajectory as a single call
+            local_axes = np.stack(
+                [item["local_axis"] for item in draw_data[env_id]], axis=0
+            )  # (num_steps, 4, 4) or (num_steps, 3)
+
+            sim.draw_marker(
+                cfg=MarkerCfg(
+                    name=f"local_axis_env{env_id}_trajectory",
+                    marker_type="axis",
+                    axis_xpos=local_axes,
+                    axis_size=0.002,
+                    axis_len=0.005,
+                    arena_index=env_id,
+                )
+            )
+
+    # Optionally, set qpos for each step (replay or animate)
+    for step in range(num_steps):
+        ik_qpos_new = ik_qpos_results[step]
+        res = ik_success_flags[step]
+        # Only set qpos for successful IK results
+        if isinstance(res, (list, np.ndarray, torch.Tensor)):
+            for env_id, success in enumerate(res):
+                if success:
+                    q = (
+                        ik_qpos_new[env_id]
+                        if ik_qpos_new.dim() == 3
+                        else ik_qpos_new[env_id]
+                    )
+                    robot.set_qpos(
+                        qpos=q,
+                        joint_ids=robot.get_joint_ids(arm_name),
+                        env_ids=[env_id],
+                    )
+        else:
+            # fallback: set all
+            if ik_qpos_new.dim() == 3:
+                robot.set_qpos(
+                    qpos=ik_qpos_new[:, 0, :], joint_ids=robot.get_joint_ids(arm_name)
+                )
+            else:
+                robot.set_qpos(
+                    qpos=ik_qpos_new, joint_ids=robot.get_joint_ids(arm_name)
+                )
+        time.sleep(0.005)
+
+    embed(header="Test DifferentialSolver example. Press Ctrl-D to exit.")
+
+
+if __name__ == "__main__":
+    main(visualize=True)
diff --git a/examples/sim/solvers/opw_solver.py b/examples/sim/solvers/opw_solver.py
new file mode 100644
index 00000000..aa47eae8
--- /dev/null
+++ b/examples/sim/solvers/opw_solver.py
@@ -0,0 +1,195 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+import os
+import time
+import torch
+import numpy as np
+from IPython import embed
+
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim.robots import CobotMagicCfg
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import MarkerCfg
+
+
+def main():
+    # Set print options for better readability
+    np.set_printoptions(precision=5, suppress=True)
+    torch.set_printoptions(precision=5, sci_mode=False)
+
+    # Initialize simulation
+    sim_device = "cpu"
+    config = SimulationManagerCfg(headless=False, sim_device=sim_device)
+    sim = SimulationManager(config)
+    sim.build_multiple_arenas(1)
+    sim.set_manual_update(False)
+
+    # Robot configuration dictionary
+    cfg_dict = {
+        "uid": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [
+            -0.3,
+            0.3,
+            1.0,
+            1.0,
+            -1.2,
+            -1.2,
+            0.0,
+            0.0,
+            0.6,
+            0.6,
+            0.0,
+            0.0,
+            0.05,
+            0.05,
+            0.05,
+            0.05,
+        ],
+        "solver_cfg": {
+            "left_arm": {
+                "class_type": "OPWSolver",
+                "end_link_name": "left_link6",
+                "root_link_name": "left_arm_base",
+                "tcp": [[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0.143], [0, 0, 0, 1]],
+            },
+            "right_arm": {
+                "class_type": "OPWSolver",
+                "end_link_name": "right_link6",
+                "root_link_name": "right_arm_base",
+                "tcp": [[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0.143], [0, 0, 0, 1]],
+            },
+        },
+    }
+
+    # Add robot to simulation
+    robot: Robot = sim.add_robot(cfg=CobotMagicCfg.from_dict(cfg_dict))
+
+    # Left arm control
+    arm_name = "left_arm"
+    # Set initial joint positions for left arm
+    qpos_seed = torch.tensor([[0.0, 0.0, 0.0, 0.0, 0.0, 0.0]], dtype=torch.float32)
+    qpos_fk = torch.tensor(
+        [[0.0, np.pi / 4, -np.pi / 4, 0.0, np.pi / 4, 0.0]], dtype=torch.float32
+    )
+    fk_xpos = robot.compute_fk(qpos=qpos_fk, name=arm_name, to_matrix=True)
+
+    link_pose = robot._entities[0].get_link_pose("left_base_link")
+    link_pose_tensor = torch.from_numpy(link_pose).to(
+        fk_xpos.device, dtype=fk_xpos.dtype
+    )
+
+    # Solve IK for the left arm
+    res, ik_qpos = robot.compute_ik(pose=fk_xpos, name=arm_name, joint_seed=qpos_seed)
+
+    # Measure IK computation time and visualize result
+    a = time.time()
+    if ik_qpos.dim() == 3:
+        ik_xpos = robot.compute_fk(qpos=ik_qpos[0][0], name=arm_name, to_matrix=True)
+    else:
+        ik_xpos = robot.compute_fk(qpos=ik_qpos, name=arm_name, to_matrix=True)
+    b = time.time()
+    print(f"Left arm IK computation time: {b-a:.6f} seconds")
+
+    # Visualize the result in simulation
+    sim.draw_marker(
+        cfg=MarkerCfg(
+            name="fk_xpos_left",
+            marker_type="axis",
+            axis_xpos=np.array(fk_xpos.tolist()),
+            axis_size=0.002,
+            axis_len=0.005,
+        )
+    )
+
+    sim.draw_marker(
+        cfg=MarkerCfg(
+            name="ik_xpos_left",
+            marker_type="axis",
+            axis_xpos=np.array(ik_xpos.tolist()),
+            axis_size=0.002,
+            axis_len=0.005,
+        )
+    )
+
+    # Move robot to IK result joint positions
+    if ik_qpos.dim() == 3:
+        robot.set_qpos(qpos=ik_qpos[0][0], joint_ids=robot.get_joint_ids(arm_name))
+    else:
+        robot.set_qpos(qpos=ik_qpos, joint_ids=robot.get_joint_ids(arm_name))
+
+    # Right arm control
+    arm_name_r = "right_arm"
+    # Set initial joint positions for right arm
+    qpos_seed_r = torch.tensor([[0.0, 0.0, 0.0, 0.0, 0.0, 0.0]], dtype=torch.float32)
+    qpos_fk_r = torch.tensor(
+        [[0.0, np.pi / 4, -np.pi / 4, 0.0, np.pi / 4, 0.0]], dtype=torch.float32
+    )
+    fk_xpos_r = robot.compute_fk(qpos=qpos_fk_r, name=arm_name_r, to_matrix=True)
+
+    link_pose_r = robot._entities[0].get_link_pose("right_base_link")
+    link_pose_tensor_r = torch.from_numpy(link_pose_r).to(
+        fk_xpos_r.device, dtype=fk_xpos_r.dtype
+    )
+
+    # Solve IK for the right arm
+    res_r, ik_qpos_r = robot.compute_ik(
+        pose=fk_xpos_r, name=arm_name_r, joint_seed=qpos_seed_r
+    )
+
+    # Measure IK computation time and visualize result
+    a_r = time.time()
+    if ik_qpos_r.dim() == 3:
+        ik_xpos_r = robot.compute_fk(
+            qpos=ik_qpos_r[0][0], name=arm_name_r, to_matrix=True
+        )
+    else:
+        ik_xpos_r = robot.compute_fk(qpos=ik_qpos_r, name=arm_name_r, to_matrix=True)
+    b_r = time.time()
+    print(f"Right arm IK computation time: {b_r-a_r:.6f} seconds")
+
+    # Visualize the result in simulation
+    sim.draw_marker(
+        cfg=MarkerCfg(
+            name="fk_xpos_right",
+            marker_type="axis",
+            axis_xpos=np.array(fk_xpos_r.tolist()),
+            axis_size=0.002,
+            axis_len=0.005,
+        )
+    )
+
+    sim.draw_marker(
+        cfg=MarkerCfg(
+            name="ik_xpos_right",
+            marker_type="axis",
+            axis_xpos=np.array(ik_xpos_r.tolist()),
+            axis_size=0.002,
+            axis_len=0.005,
+        )
+    )
+
+    # Move robot to IK result joint positions
+    if ik_qpos_r.dim() == 3:
+        robot.set_qpos(qpos=ik_qpos_r[0][0], joint_ids=robot.get_joint_ids(arm_name_r))
+    else:
+        robot.set_qpos(qpos=ik_qpos_r, joint_ids=robot.get_joint_ids(arm_name_r))
+
+    embed(header="Test OPWSolver example. Press Ctrl-D to exit.")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/sim/solvers/pink_solver.py b/examples/sim/solvers/pink_solver.py
new file mode 100644
index 00000000..8ad325fe
--- /dev/null
+++ b/examples/sim/solvers/pink_solver.py
@@ -0,0 +1,177 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+import os
+import time
+import numpy as np
+import torch
+from IPython import embed
+
+from embodichain.data import get_data_path
+from embodichain.lab.sim.cfg import RobotCfg
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import MarkerCfg
+
+
+def main():
+    np.set_printoptions(precision=5, suppress=True)
+    torch.set_printoptions(precision=5, sci_mode=False)
+
+    # Set up simulation with specified device (CPU or CUDA)
+    sim_device = "cpu"
+    config = SimulationManagerCfg(headless=False, sim_device=sim_device)
+    sim = SimulationManager(config)
+    sim.build_multiple_arenas(1)
+    sim.set_manual_update(False)
+
+    # Load robot URDF file
+    urdf = get_data_path("Rokae/SR5/SR5.urdf")
+
+    assert os.path.isfile(urdf)
+
+    cfg_dict = {
+        "fpath": urdf,
+        "control_parts": {
+            "main_arm": [
+                "joint1",
+                "joint2",
+                "joint3",
+                "joint4",
+                "joint5",
+                "joint6",
+            ],
+        },
+        "solver_cfg": {
+            "main_arm": {
+                "class_type": "PinkSolver",
+                "end_link_name": "ee_link",
+                "root_link_name": "base_link",
+            },
+        },
+    }
+
+    robot: Robot = sim.add_robot(cfg=RobotCfg.from_dict(cfg_dict))
+
+    # Define a sample target pose as a 1x4x4 homogeneous matrix
+    rad = torch.deg2rad(torch.tensor(45.0))
+
+    arm_name = "main_arm"
+    fk_qpos = torch.full((1, 6), rad, dtype=torch.float32, device="cpu")
+
+    # Set initial joint positions
+    qpos = torch.from_numpy(np.array([0.0, 0.0, np.pi / 2, 0.0, np.pi / 2, 0.0])).to(
+        fk_qpos.device
+    )
+    qpos = qpos.unsqueeze(0)
+    robot.set_qpos(qpos=qpos, joint_ids=robot.get_joint_ids("main_arm"))
+    import time
+
+    time.sleep(3.0)
+    fk_xpos = robot.compute_fk(qpos=qpos, name=arm_name, to_matrix=True)
+    print(f"fk_xpos: {fk_xpos}")
+    start_pose = fk_xpos.clone()[0]  # Start pose
+    end_pose = fk_xpos.clone()[0]  # End pose
+
+    end_pose[:3, 3] = end_pose[:3, 3][:3] + torch.tensor(
+        [0.0, 0.4, 0.0], device=fk_xpos.device
+    )
+
+    num_steps = 100
+
+    # Interpolate poses between start and end
+    interpolated_poses = [
+        torch.lerp(start_pose, end_pose, t) for t in np.linspace(0, 1, num_steps)
+    ]
+
+    ik_qpos = qpos
+
+    qpos = ik_qpos
+    res, ik_qpos = robot.compute_ik(pose=end_pose, joint_seed=qpos, name=arm_name)
+    import time
+
+    a = time.time()
+    if ik_qpos.dim() == 3:
+        ik_xpos = robot.compute_fk(qpos=ik_qpos[0][0], name=arm_name, to_matrix=True)
+    else:
+        ik_xpos = robot.compute_fk(qpos=ik_qpos, name=arm_name, to_matrix=True)
+    b = time.time()
+    print(f"ik time: {b-a}")
+
+    ik_xpos = ik_xpos
+
+    sim.draw_marker(
+        cfg=MarkerCfg(
+            name="fk_xpos",
+            marker_type="axis",
+            axis_xpos=np.array(end_pose.tolist()),
+            axis_size=0.002,
+            axis_len=0.005,
+        )
+    )
+
+    sim.draw_marker(
+        cfg=MarkerCfg(
+            name="ik_xpos",
+            marker_type="axis",
+            axis_xpos=np.array(ik_xpos.tolist()),
+            axis_size=0.002,
+            axis_len=0.005,
+        )
+    )
+
+    for i, pose in enumerate(interpolated_poses):
+        print(f"Step {i}: Moving to pose:\n{pose}")
+        start_time = time.time()
+        res, ik_qpos = robot.compute_ik(pose=pose, joint_seed=ik_qpos, name=arm_name)
+        end_time = time.time()
+        compute_time = end_time - start_time
+        print(f"Step {i}: IK computation time: {compute_time:.6f} seconds")
+
+        print(f"IK result: {res}, ik_qpos: {ik_qpos}")
+        if not res:
+            print(f"Step {i}: IK failed for pose:\n{pose}")
+            continue
+
+        # Set robot joint positions
+        if ik_qpos.dim() == 3:
+            robot.set_qpos(qpos=ik_qpos[0][0], joint_ids=robot.get_joint_ids(arm_name))
+        else:
+            robot.set_qpos(
+                qpos=ik_qpos.unsqueeze(0), joint_ids=robot.get_joint_ids(arm_name)
+            )
+
+        # Visualize current pose
+        ik_xpos = robot.compute_fk(qpos=ik_qpos, name=arm_name, to_matrix=True)
+        ik_xpos = ik_xpos
+
+        sim.draw_marker(
+            cfg=MarkerCfg(
+                name=f"ik_xpos_step_{i}",
+                marker_type="axis",
+                axis_xpos=np.array(ik_xpos.tolist()),
+                axis_size=0.002,
+                axis_len=0.005,
+            )
+        )
+
+        # Add delay to simulate motion
+        time.sleep(0.005)
+
+    embed(header="Test PinkSolver example. Press Ctrl-D to exit.")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/sim/solvers/pinocchio_solver.py b/examples/sim/solvers/pinocchio_solver.py
new file mode 100644
index 00000000..bfd3730b
--- /dev/null
+++ b/examples/sim/solvers/pinocchio_solver.py
@@ -0,0 +1,127 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+import os
+import time
+import numpy as np
+import torch
+from IPython import embed
+
+from embodichain.data import get_data_path
+from embodichain.lab.sim.cfg import RobotCfg
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import MarkerCfg
+
+
+def main():
+    # Set print options for better readability
+    np.set_printoptions(precision=5, suppress=True)
+    torch.set_printoptions(precision=5, sci_mode=False)
+
+    # Initialize simulation
+    sim_device = "cpu"
+    config = SimulationManagerCfg(headless=False, sim_device=sim_device)
+    sim = SimulationManager(config)
+    sim.build_multiple_arenas(1)
+    sim.set_manual_update(False)
+
+    # Load robot URDF file
+    urdf = get_data_path("DexforceW1V021/DexforceW1_v02_1.urdf")
+    assert os.path.isfile(urdf)
+
+    # Robot configuration dictionary
+    cfg_dict = {
+        "fpath": urdf,
+        "control_parts": {
+            "left_arm": [f"LEFT_J{i+1}" for i in range(7)],
+            "right_arm": [f"RIGHT_J{i+1}" for i in range(7)],
+        },
+        "solver_cfg": {
+            "left_arm": {
+                "class_type": "PinocchioSolver",
+                "end_link_name": "left_ee",
+                "root_link_name": "left_arm_base",
+            },
+            "right_arm": {
+                "class_type": "PinocchioSolver",
+                "end_link_name": "right_ee",
+                "root_link_name": "right_arm_base",
+            },
+        },
+    }
+
+    robot: Robot = sim.add_robot(cfg=RobotCfg.from_dict(cfg_dict))
+    arm_name = "left_arm"
+    # Set initial joint positions for left arm
+    qpos_seed = torch.tensor(
+        [[0.0, 0.1, 0.0, -np.pi / 4, 0.0, 0.0, 0.0]], dtype=torch.float32
+    )
+    qpos_fk = torch.tensor(
+        [[0.0, 0.0, 0.0, -np.pi / 4, 0.0, 0.0, 0.0]], dtype=torch.float32
+    )
+    fk_xpos = robot.compute_fk(qpos=qpos_fk, name=arm_name, to_matrix=True)
+    link_pose = robot._entities[0].get_link_pose("left_arm_base")
+    link_pose_tensor = torch.from_numpy(link_pose).to(
+        fk_xpos.device, dtype=fk_xpos.dtype
+    )
+
+    # Solve IK for the left arm
+    res, ik_qpos = robot.compute_ik(pose=fk_xpos, name=arm_name, joint_seed=qpos_seed)
+
+    # Measure IK computation time and visualize result
+    a = time.time()
+    if ik_qpos.dim() == 3:
+        ik_xpos = robot.compute_fk(qpos=ik_qpos[0][0], name=arm_name, to_matrix=True)
+    else:
+        ik_xpos = robot.compute_fk(qpos=ik_qpos, name=arm_name, to_matrix=True)
+    b = time.time()
+    print(f"IK computation time: {b-a:.6f} seconds")
+
+    fk_xpos = link_pose_tensor @ fk_xpos
+    ik_xpos = link_pose_tensor @ ik_xpos
+
+    # Visualize the result in simulation
+    sim.draw_marker(
+        cfg=MarkerCfg(
+            name="fk_xpos",
+            marker_type="axis",
+            axis_xpos=np.array(fk_xpos.tolist()),
+            axis_size=0.002,
+            axis_len=0.005,
+        )
+    )
+
+    sim.draw_marker(
+        cfg=MarkerCfg(
+            name="ik_xpos",
+            marker_type="axis",
+            axis_xpos=np.array(ik_xpos.tolist()),
+            axis_size=0.002,
+            axis_len=0.005,
+        )
+    )
+
+    # Move robot to IK result joint positions
+    if ik_qpos.dim() == 3:
+        robot.set_qpos(qpos=ik_qpos[0][0], joint_ids=robot.get_joint_ids(arm_name))
+    else:
+        robot.set_qpos(qpos=ik_qpos, joint_ids=robot.get_joint_ids(arm_name))
+
+    embed(header="Test PinocchioSolver example. Press Ctrl-D to exit.")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/sim/solvers/pytorch_solver.py b/examples/sim/solvers/pytorch_solver.py
new file mode 100644
index 00000000..822eac52
--- /dev/null
+++ b/examples/sim/solvers/pytorch_solver.py
@@ -0,0 +1,226 @@
+import os
+import time
+import numpy as np
+import torch
+from IPython import embed
+
+from embodichain.data import get_data_path
+from embodichain.lab.sim.cfg import RobotCfg
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import MarkerCfg
+
+
+def main():
+    # Set numpy and torch print options for better readability
+    np.set_printoptions(precision=5, suppress=True)
+    torch.set_printoptions(precision=5, sci_mode=False)
+
+    # Initialize simulation environment (CPU or CUDA)
+    sim_device = "cpu"
+    num_envs = 9  # Number of parallel environments
+    config = SimulationManagerCfg(
+        headless=False, sim_device=sim_device, arena_space=2.0
+    )
+    sim = SimulationManager(config)
+    sim.build_multiple_arenas(num_envs)
+    sim.set_manual_update(False)
+
+    # Load robot URDF file
+    urdf = get_data_path("DexforceW1V021/DexforceW1_v02_1.urdf")
+    assert os.path.isfile(urdf)
+
+    # Robot configuration dictionary
+    cfg_dict = {
+        "fpath": urdf,
+        "control_parts": {
+            "left_arm": [
+                "LEFT_J1",
+                "LEFT_J2",
+                "LEFT_J3",
+                "LEFT_J4",
+                "LEFT_J5",
+                "LEFT_J6",
+                "LEFT_J7",
+            ],
+        },
+        "solver_cfg": {
+            "left_arm": {
+                "class_type": "PytorchSolver",
+                "end_link_name": "left_ee",
+                "root_link_name": "left_arm_base",
+            },
+        },
+    }
+
+    # Add robot to simulation
+    robot: Robot = sim.add_robot(cfg=RobotCfg.from_dict(cfg_dict))
+
+    # Prepare initial joint positions for all environments
+    arm_name = "left_arm"
+    qpos = (
+        torch.tensor([0.0, 0.0, 0.0, -np.pi / 2, 0.0, 0.0, 0.0], dtype=torch.float32)
+        .unsqueeze(0)
+        .repeat(num_envs, 1)
+    )
+    robot.set_qpos(qpos=qpos, joint_ids=robot.get_joint_ids(arm_name))
+
+    time.sleep(2.0)
+    fk_xpos = robot.compute_fk(
+        qpos=qpos, name=arm_name, to_matrix=True
+    )  # (num_envs, 4, 4)
+
+    # Prepare batch start and end poses for all envs
+    start_pose = fk_xpos.clone()
+    end_pose = fk_xpos.clone()
+    move_vecs = torch.tensor(
+        [
+            [0.2, 0.0, 0.0],
+            [0.0, 0.2, 0.0],
+            [0.0, -0.2, -0.5],
+            [-0.2, 0.0, 0.0],
+            [-0.2, 0.0, 0.0],
+            [0.0, -0.2, 0.0],
+            [0.0, 0.0, -0.5],
+            [-0.2, 0.2, 0.0],
+            [0.0, 0.2, -0.5],
+        ],
+        dtype=end_pose.dtype,
+        device=end_pose.device,
+    )
+    end_pose[:, :3, 3] += move_vecs
+
+    num_steps = 50
+    # Interpolate poses for each env
+    interpolated_poses = torch.stack(
+        [torch.lerp(start_pose, end_pose, t) for t in np.linspace(0, 1, num_steps)],
+        dim=1,
+    )  # (num_envs, num_steps, 4, 4)
+
+    # Initial joint positions for all envs
+    ik_qpos = qpos.clone()
+    ik_qpos_results = []
+    ik_success_flags = []
+
+    # Batch IK solving for each step
+    ik_compute_begin = time.time()
+    for step in range(num_steps):
+        poses = interpolated_poses[:, step, :, :]  # (num_envs, 4, 4)
+        if poses.shape[0] != num_envs:
+            poses = poses.expand(num_envs, *poses.shape[1:])
+        if ik_qpos.shape[0] != num_envs:
+            ik_qpos = ik_qpos.expand(num_envs, *ik_qpos.shape[1:])
+        assert poses.shape[0] == num_envs
+        assert ik_qpos.shape[0] == num_envs
+
+        # Parallel batch IK solving
+        res, ik_qpos_new = robot.compute_ik(
+            pose=poses, joint_seed=ik_qpos, name=arm_name
+        )
+        ik_qpos_results.append(ik_qpos_new.clone())
+        ik_success_flags.append(res)
+        ik_qpos = ik_qpos_new  # Update joint seed
+    ik_compute_end = time.time()
+    print(
+        f"IK compute time for {num_steps} steps and {num_envs} envs: {ik_compute_end - ik_compute_begin:.4f} seconds"
+    )
+
+    # Collect visualization data for all steps and environments
+    draw_data = [[] for _ in range(num_envs)]
+    for env_id in range(num_envs):
+        for step in range(num_steps):
+            ik_qpos_new = ik_qpos_results[step]
+            ik_xpos = robot.compute_fk(qpos=ik_qpos_new, name=arm_name, to_matrix=True)
+            local_pose = robot._entities[env_id].get_link_pose("left_arm_base")
+            if isinstance(local_pose, np.ndarray):
+                local_pose = torch.from_numpy(local_pose).to(
+                    ik_xpos.device, dtype=ik_xpos.dtype
+                )
+            fk_axis = (local_pose @ end_pose[env_id]).cpu().numpy()
+            ik_axis = (local_pose @ ik_xpos[env_id]).cpu().numpy()
+            local_axis = (local_pose @ ik_xpos[env_id]).cpu().numpy()
+            draw_data[env_id].append(
+                {
+                    "step": step,
+                    "fk_axis": fk_axis,
+                    "ik_axis": ik_axis,
+                    "local_axis": local_axis,
+                }
+            )
+
+    # Batch draw: only draw fk_axis and ik_axis once per env, draw local_axis trajectory for all steps
+    for env_id in range(num_envs):
+        fk_axis = draw_data[env_id][0]["fk_axis"]
+        ik_axis = draw_data[env_id][0]["ik_axis"]
+
+        sim.draw_marker(
+            cfg=MarkerCfg(
+                name=f"fk_axis_env{env_id}",
+                marker_type="axis",
+                axis_xpos=fk_axis,
+                axis_size=0.002,
+                axis_len=0.005,
+                arena_index=env_id,
+            )
+        )
+
+        sim.draw_marker(
+            cfg=MarkerCfg(
+                name=f"ik_axis_env{env_id}",
+                marker_type="axis",
+                axis_xpos=ik_axis,
+                axis_size=0.002,
+                axis_len=0.005,
+                arena_index=env_id,
+            )
+        )
+
+        # Draw the whole local_axis trajectory as a single call (if supported)
+        local_axes = np.stack(
+            [item["local_axis"] for item in draw_data[env_id]], axis=0
+        )
+
+        sim.draw_marker(
+            cfg=MarkerCfg(
+                name=f"local_axis_env{env_id}_trajectory",
+                marker_type="axis",
+                axis_xpos=local_axes,
+                axis_size=0.002,
+                axis_len=0.005,
+                arena_index=env_id,
+            )
+        )
+
+    # Optionally, set qpos for each step (replay or animate)
+    for step in range(num_steps):
+        ik_qpos_new = ik_qpos_results[step]
+        res = ik_success_flags[step]
+        if isinstance(res, (list, np.ndarray, torch.Tensor)):
+            for env_id, success in enumerate(res):
+                if success:
+                    q = (
+                        ik_qpos_new[env_id]
+                        if ik_qpos_new.dim() == 3
+                        else ik_qpos_new[env_id]
+                    )
+                    robot.set_qpos(
+                        qpos=q,
+                        joint_ids=robot.get_joint_ids(arm_name),
+                        env_ids=[env_id],
+                    )
+        else:
+            if ik_qpos_new.dim() == 3:
+                robot.set_qpos(
+                    qpos=ik_qpos_new[:, 0, :], joint_ids=robot.get_joint_ids(arm_name)
+                )
+            else:
+                robot.set_qpos(
+                    qpos=ik_qpos_new, joint_ids=robot.get_joint_ids(arm_name)
+                )
+        time.sleep(0.005)
+
+    embed(header="Test PytorchSolver batch example. Press Ctrl-D to exit.")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/sim/solvers/srs_solver.py b/examples/sim/solvers/srs_solver.py
new file mode 100644
index 00000000..5d9922b3
--- /dev/null
+++ b/examples/sim/solvers/srs_solver.py
@@ -0,0 +1,85 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import time
+import numpy as np
+import torch
+
+from IPython import embed
+
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.robots import DexforceW1Cfg
+
+
+def main():
+    # Set print options for better readability
+    np.set_printoptions(precision=5, suppress=True)
+    torch.set_printoptions(precision=5, sci_mode=False)
+
+    # Initialize simulation
+    sim_device = "cpu"
+    sim = SimulationManager(
+        SimulationManagerCfg(
+            headless=False, sim_device=sim_device, width=2200, height=1200
+        )
+    )
+
+    sim.build_multiple_arenas(1)
+    sim.set_manual_update(False)
+
+    robot: Robot = sim.add_robot(cfg=DexforceW1Cfg.from_dict({"uid": "dexforce_w1"}))
+    arm_name = "left_arm"
+    # Set initial joint positions for left arm
+    qpos_fk_list = [
+        torch.tensor([[0.0, 0.0, 0.0, -np.pi / 2, 0.0, 0.0, 0.0]], dtype=torch.float32),
+    ]
+    robot.set_qpos(qpos_fk_list[0], joint_ids=robot.get_joint_ids(arm_name))
+
+    time.sleep(0.5)
+
+    fk_xpos_batch = torch.cat(qpos_fk_list, dim=0)
+
+    fk_xpos_list = robot.compute_fk(qpos=fk_xpos_batch, name=arm_name, to_matrix=True)
+
+    start_time = time.time()
+    res, ik_qpos = robot.compute_ik(
+        pose=fk_xpos_list,
+        name=arm_name,
+        # joint_seed=qpos_fk_list[0],
+        return_all_solutions=True,
+    )
+    end_time = time.time()
+    print(
+        f"Batch IK computation time for {len(fk_xpos_list)} poses: {end_time - start_time:.6f} seconds"
+    )
+
+    if ik_qpos.dim() == 3:
+        first_solutions = ik_qpos[:, 0, :]
+    else:
+        first_solutions = ik_qpos
+    robot.set_qpos(first_solutions, joint_ids=robot.get_joint_ids(arm_name))
+
+    ik_xpos_list = robot.compute_fk(qpos=first_solutions, name=arm_name, to_matrix=True)
+
+    print("fk_xpos_list: ", fk_xpos_list)
+    print("ik_xpos_list: ", ik_xpos_list)
+
+    embed(header="Test SRSSolver example. Press Ctrl-D to exit.")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 00000000..83b28a47
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,74 @@
+[build-system]
+# Use the legacy setuptools backend so the existing `setup.py` (which dynamically
+# detects torch and builds C/CUDA extensions via torch.utils.cpp_extension)
+# is still executed during build. This is a minimal, non-opinionated pyproject
+# that modernizes the package while preserving the custom extension build steps.
+requires = ["setuptools>=61.0", "wheel"]
+build-backend = "setuptools.build_meta:__legacy__"
+
+
+# Note:
+# - Building the torch extensions requires a working PyTorch installation
+#   available at build time (or FORCE_CUDA=1 for cross-compilation). We keep
+#   the extension-building logic in `setup.py` because it needs to import
+#   `torch` at build time to select CUDA/Cpp extension classes.
+# - If you prefer a pure PEP 517 build without a legacy setup.py, we can
+#   refactor the extension-building logic into a custom build backend plugin.
+
+[project]
+name = "embodichain"
+version = "0.0.1"
+description = "A modular platform for building generalized embodied intelligence."
+readme = "README.md"
+authors = [ { name = "Dexforce" } ]
+requires-python = ">=3.9"
+
+
+# Core install dependencies (kept from requirements.txt). Some VCS links are
+# specified using PEP 508 direct references where present.
+dependencies = [
+  "setuptools==69.5.1",
+  "gymnasium==0.29.1",
+  "langchain==0.2.14",
+  "langchain-openai==0.1.22",
+  "pillow==9.5.0",
+  "ffmpeg-python==0.2.0",
+  "pytransform3d",
+  "uvicorn",
+  "fastapi",
+  "casadi==3.7.1",
+  "pin==2.7.0",
+  "toppra==0.6.3",
+  "qpsolvers==4.8.1",
+  "pin-pink==3.4.0",
+  "PyYAML>=6.0",
+  "transformers==4.48.0",
+  "diffusers==0.32.1",
+  "balanced-loss",
+  "accelerate==1.2.1",
+  "wandb==0.20.1",
+  "tensorboard",
+  "pydantic==2.7.1",
+  "deepspeed==0.16.2",
+  "py_opw_kinematics==0.1.6",
+  "pytorch_kinematics==0.7.5",
+  "polars==1.31.0",
+  "cvxpy==1.4.0",
+  "ortools",
+  "prettytable",
+  "transforms3d==0.4.2",
+  "hdfdict@git+http://69.235.177.182:8081/externalrepo/hdfdict",
+  "OmegaConf",
+  "dill",
+  "black==22.3",
+  "aenum",
+  "h5py",
+  "dacite==1.9.2",
+  "zmq",
+]
+
+[tool.setuptools.packages.find]
+where = ["."]
+exclude = ["docs"]
+
+[tool.black]
diff --git a/scripts/benchmark/opw_solver.py b/scripts/benchmark/opw_solver.py
new file mode 100644
index 00000000..e3112ab0
--- /dev/null
+++ b/scripts/benchmark/opw_solver.py
@@ -0,0 +1,155 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+import warp as wp
+from scipy.spatial.transform import Rotation
+from embodichain.lab.sim.solvers.opw_solver import OPWSolver, OPWSolverCfg
+from typing import Tuple, List
+import time
+
+
+def get_pose_err(matrix_a: np.ndarray, matrix_b: np.ndarray) -> Tuple[float, float]:
+    t_err = np.linalg.norm(matrix_a[:3, 3] - matrix_b[:3, 3])
+    relative_rot = matrix_a[:3, :3].T @ matrix_b[:3, :3]
+    cos_angle = (np.trace(relative_rot) - 1) / 2.0
+    cos_angle = np.clip(cos_angle, -1.0, 1.0)
+    r_err = np.arccos(cos_angle)
+    return t_err, r_err
+
+
+def get_poses_err(
+    matrix_a_list: List[np.ndarray], matrix_b_list: List[np.ndarray]
+) -> Tuple[float, float]:
+    t_errs = []
+    r_errs = []
+    for mat_a, mat_b in zip(matrix_a_list, matrix_b_list):
+        t_err, r_err = get_pose_err(mat_a, mat_b)
+        t_errs.append(t_err)
+        r_errs.append(r_err)
+    return np.mean(t_errs), np.mean(r_errs)
+
+
+def check_opw_solver(solver_warp, solver_py_opw, n_samples=1000):
+    DOF = 6
+    qpos_np = np.random.uniform(low=-np.pi, high=np.pi, size=(n_samples, DOF)).astype(
+        float
+    )
+    qpos = torch.tensor(qpos_np, device=torch.device("cuda"), dtype=torch.float32)
+    xpos = solver_warp.get_fk(qpos)
+    qpos_seed = torch.tensor(
+        [0.0, 0.0, 0.0, 0.0, 0.0, 0.0],
+        device=torch.device("cuda"),
+        dtype=torch.float32,
+    )
+
+    warp_ik_start_time = time.time()
+    warp_ik_success, warp_ik_qpos = solver_warp.get_ik(
+        xpos,
+        qpos_seed=qpos_seed,
+        initial_guess=qpos,
+        # return_all_solutions=True,
+    )
+    warp_cost_time = time.time() - warp_ik_start_time
+
+    # TODO: debug code
+    # warp_ik_success_np = warp_ik_success.cpu().numpy()
+    # warp_ik_failure_indices = np.where(warp_ik_success_np == False)[0]
+    # if len(warp_ik_failure_indices) > 0:
+    #     failure_qpos = qpos_np[warp_ik_failure_indices]
+    #     failure_xpos = xpos.cpu().numpy()[warp_ik_failure_indices]
+    #     print("=====warp_ik_failure_qpos:\n", repr(failure_qpos))
+    #     print("=====warp_ik_failure_xpos:\n", repr(failure_xpos))
+
+    #     print("=====xpos:\n", repr(xpos.cpu().numpy()))
+    #     print("=====warp_ik_qpos:\n", repr(warp_ik_qpos.cpu().numpy()))
+    #     print("=====warp_ik_success:\n", repr(warp_ik_success.cpu().numpy()))
+
+    check_xpos = solver_warp.get_fk(warp_ik_qpos)
+    warp_t_mean_err, warp_r_mean_err = get_poses_err(
+        [x.cpu().numpy() for x in xpos],
+        [x.cpu().numpy() for x in check_xpos],
+    )
+
+    py_opw_ik_start_time = time.time()
+    py_opw_ik_success, py_opw_ik_qpos = solver_py_opw.get_ik(
+        xpos, qpos_seed=qpos_seed, initial_guess=qpos
+    )
+    py_opw_cost_time = time.time() - py_opw_ik_start_time
+
+    check_xpos = solver_warp.get_fk(py_opw_ik_qpos.to(torch.device("cuda")))
+    py_opw_t_mean_err, py_opw_r_mean_err = get_poses_err(
+        [x.cpu().numpy() for x in xpos],
+        [x.cpu().numpy() for x in check_xpos],
+    )
+
+    return (
+        warp_cost_time,
+        warp_t_mean_err,
+        warp_r_mean_err,
+        py_opw_cost_time,
+        py_opw_t_mean_err,
+        py_opw_r_mean_err,
+    )
+
+
+def benchmark_opw_solver():
+    cfg = OPWSolverCfg()
+    cfg.a1 = 400.333
+    cfg.a2 = -251.449
+    cfg.b = 0.0
+    cfg.c1 = 830
+    cfg.c2 = 1177.556
+    cfg.c3 = 1443.593
+    cfg.c4 = 230
+    cfg.offsets = (
+        0.0,
+        82.21350356417211 * np.pi / 180.0,
+        -167.21710113148163 * np.pi / 180.0,
+        0.0,
+        0.0,
+        0.0,
+    )
+    cfg.flip_axes = (True, False, True, True, False, True)
+    cfg.has_parallelogram = False
+
+    # TODO: ignore pk_serial_chain for OPW
+    solver_warp = cfg.init_solver(device=torch.device("cuda"), pk_serial_chain="")
+    solver_py_opw = cfg.init_solver(device=torch.device("cpu"), pk_serial_chain="")
+    n_samples = [100, 1000, 10000, 100000]
+    # n_samples = [100]
+    for n_sample in n_samples:
+        # check_opw_solver(solver_warp, solver_py_opw, device=device, n_samples=n_sample)
+        (
+            warp_cost_time,
+            warp_t_mean_err,
+            warp_r_mean_err,
+            py_opw_cost_time,
+            py_opw_t_mean_err,
+            py_opw_r_mean_err,
+        ) = check_opw_solver(solver_warp, solver_py_opw, n_samples=n_sample)
+        print(f"===warp OPW Solver FK/IK test over {n_sample} samples:")
+        print(f"  Warp IK time: {warp_cost_time * 1000:.6f} ms")
+        print(f"Translation mean error: {warp_t_mean_err*1000:.6f} mm")
+        print(f"Rotation mean error: {warp_r_mean_err*180/np.pi:.6f} degrees")
+        print(f"===Py OPW IK time: {py_opw_cost_time * 1000:.6f} ms")
+        print(f"Translation mean error: {py_opw_t_mean_err*1000:.6f} mm")
+        print(f"Rotation mean error: {py_opw_r_mean_err*180/np.pi:.6f} degrees")
+
+
+if __name__ == "__main__":
+    benchmark_opw_solver()
diff --git a/scripts/tutorials/gym/modular_env.py b/scripts/tutorials/gym/modular_env.py
new file mode 100644
index 00000000..21b2e893
--- /dev/null
+++ b/scripts/tutorials/gym/modular_env.py
@@ -0,0 +1,216 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+
+from typing import List, Dict, Any
+
+import embodichain.lab.gym.envs.managers.randomization as rand
+import embodichain.lab.gym.envs.managers.events as events
+import embodichain.lab.gym.envs.managers.observations as obs
+
+from embodichain.lab.gym.envs.managers import (
+    EventCfg,
+    SceneEntityCfg,
+    ObservationCfg,
+)
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.lab.sim.robots import DexforceW1Cfg
+from embodichain.lab.sim.sensors import StereoCameraCfg, SensorCfg
+from embodichain.lab.sim.shapes import MeshCfg
+from embodichain.lab.sim.cfg import (
+    LightCfg,
+    ArticulationCfg,
+    RobotCfg,
+    RigidObjectCfg,
+    RigidBodyAttributesCfg,
+)
+from embodichain.data import get_data_path
+from embodichain.utils import configclass
+
+
+@configclass
+class ExampleEventCfg:
+
+    replace_obj: EventCfg = EventCfg(
+        func=events.replace_assets_from_group,
+        mode="reset",
+        params={
+            "entity_cfg": SceneEntityCfg(
+                uid="fork",
+            ),
+            "folder_path": get_data_path("TableWare/tableware/fork/"),
+        },
+    )
+
+    randomize_light: EventCfg = EventCfg(
+        func=rand.randomize_light,
+        mode="interval",
+        interval_step=5,
+        params={
+            "entity_cfg": SceneEntityCfg(
+                uid="point",
+            ),
+            "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+            "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+            "intensity_range": [50.0, 100.0],
+        },
+    )
+
+    randomize_table_mat: EventCfg = EventCfg(
+        func=rand.randomize_visual_material,
+        mode="interval",
+        interval_step=10,
+        params={
+            "entity_cfg": SceneEntityCfg(
+                uid="table",
+            ),
+            "random_texture_prob": 0.5,
+            "texture_path": get_data_path("CocoBackground/coco"),
+            "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]],
+        },
+    )
+
+
+@configclass
+class ObsCfg:
+
+    obj_pose: ObservationCfg = ObservationCfg(
+        func=obs.get_rigid_object_pose,
+        mode="add",
+        name="fork_pose",
+        params={"entity_cfg": SceneEntityCfg(uid="fork")},
+    )
+
+
+@configclass
+class ExampleCfg(EmbodiedEnvCfg):
+
+    # Define the robot configuration using DexforceW1Cfg
+    robot: RobotCfg = DexforceW1Cfg.from_dict(
+        {
+            "uid": "dexforce_w1",
+            "version": "v021",
+            "arm_kind": "anthropomorphic",
+            "init_pos": [0.0, 0, 0.0],
+        }
+    )
+
+    # Define the sensor configuration using StereoCameraCfg
+    sensor: List[SensorCfg] = [
+        StereoCameraCfg(
+            uid="eye_in_head",
+            width=960,
+            height=540,
+            enable_mask=True,
+            enable_depth=True,
+            left_to_right_pos=(0.06, 0, 0),
+            intrinsics=(450, 450, 480, 270),
+            intrinsics_right=(450, 450, 480, 270),
+            extrinsics=StereoCameraCfg.ExtrinsicsCfg(
+                parent="eyes",
+            ),
+        )
+    ]
+
+    light: EmbodiedEnvCfg.EnvLightCfg = EmbodiedEnvCfg.EnvLightCfg(
+        direct=[
+            LightCfg(
+                uid="point",
+                light_type="point",
+                color=(1.0, 1.0, 1.0),
+                intensity=50.0,
+                init_pos=(0, 0, 2),
+            )
+        ]
+    )
+
+    background: List[RigidObjectCfg] = [
+        RigidObjectCfg(
+            uid="table",
+            shape=MeshCfg(
+                fpath=get_data_path("CircleTableSimple/circle_table_simple.ply"),
+                compute_uv=True,
+            ),
+            attrs=RigidBodyAttributesCfg(
+                mass=10.0,
+                static_friction=0.95,
+                dynamic_friction=0.85,
+                restitution=0.01,
+            ),
+            body_type="kinematic",
+            init_pos=(0.80, 0, 0.8),
+            init_rot=(0, 90, 0),
+        ),
+    ]
+
+    rigid_object: List[RigidObjectCfg] = [
+        RigidObjectCfg(
+            uid="fork",
+            shape=MeshCfg(
+                fpath=get_data_path("TableWare/tableware/fork/standard_fork_scale.ply"),
+            ),
+            body_scale=(0.75, 0.75, 1.0),
+            init_pos=(0.8, 0, 1.0),
+        ),
+    ]
+
+    articulation_cfg: List[ArticulationCfg] = [
+        ArticulationCfg(
+            uid="drawer",
+            fpath="SlidingBoxDrawer/SlidingBoxDrawer.urdf",
+            init_pos=(0.5, 0.0, 0.85),
+        )
+    ]
+
+    events = ExampleEventCfg()
+
+    observations = ObsCfg()
+
+
+@register_env("ModularEnv-v1", max_episode_steps=100, override=True)
+class ModularEnv(EmbodiedEnv):
+    """
+    An example of a modular environment that inherits from EmbodiedEnv
+    and uses custom event and observation managers.
+    """
+
+    def __init__(self, cfg: EmbodiedEnvCfg, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+
+if __name__ == "__main__":
+    import gymnasium as gym
+    import argparse
+
+    from embodichain.lab.sim import SimulationManagerCfg
+
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--enable_rt", action="store_true", help="Enable ray tracing")
+    args = parser.parse_args()
+
+    env_cfg = ExampleCfg(sim_cfg=SimulationManagerCfg(enable_rt=args.enable_rt))
+
+    # Create the Gym environment
+    env = gym.make("ModularEnv-v1", cfg=env_cfg)
+
+    while True:
+        obs, info = env.reset()
+
+        for i in range(100):
+            action = torch.zeros(env.action_space.shape, dtype=torch.float32)
+            obs, reward, done, truncated, info = env.step(action)
diff --git a/scripts/tutorials/gym/random_reach.py b/scripts/tutorials/gym/random_reach.py
new file mode 100644
index 00000000..a6e4ed0a
--- /dev/null
+++ b/scripts/tutorials/gym/random_reach.py
@@ -0,0 +1,170 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+import gymnasium as gym
+
+from embodichain.lab.gym.envs import BaseEnv, EnvCfg
+from embodichain.lab.sim import SimulationManagerCfg
+from embodichain.lab.sim.types import EnvAction, EnvObs
+from embodichain.lab.sim.shapes import CubeCfg
+from embodichain.lab.sim.objects import RigidObject, Robot
+from embodichain.lab.sim.cfg import (
+    RobotCfg,
+    RigidObjectCfg,
+    RigidBodyAttributesCfg,
+)
+from embodichain.lab.gym.utils.registration import register_env
+
+
+@register_env("RandomReach-v1", max_episode_steps=100, override=True)
+class RandomReachEnv(BaseEnv):
+
+    robot_init_qpos = np.array(
+        [1.57079, -1.57079, 1.57079, -1.57079, -1.57079, -3.14159]
+    )
+
+    def __init__(
+        self,
+        num_envs=1,
+        headless=False,
+        device="cpu",
+        **kwargs,
+    ):
+        env_cfg = EnvCfg(
+            sim_cfg=SimulationManagerCfg(
+                headless=headless, arena_space=2.0, sim_device=device
+            ),
+            num_envs=num_envs,
+        )
+
+        super().__init__(
+            cfg=env_cfg,
+            **kwargs,
+        )
+
+    def _setup_robot(self, **kwargs) -> Robot:
+        from embodichain.data import get_data_path
+
+        file_path = get_data_path("UniversalRobots/UR10/UR10.urdf")
+
+        robot: Robot = self.sim.add_robot(
+            cfg=RobotCfg(
+                uid="ur10",
+                fpath=file_path,
+                init_pos=(0, 0, 1),
+                init_qpos=self.robot_init_qpos,
+            )
+        )
+
+        qpos_limits = robot.body_data.qpos_limits[0].cpu().numpy()
+        self.single_action_space = gym.spaces.Box(
+            low=qpos_limits[:, 0], high=qpos_limits[:, 1], dtype=np.float32
+        )
+
+        return robot
+
+    def _prepare_scene(self, **kwargs) -> None:
+        size = 0.03
+        # Create a kinematic cube object without collision.
+        # Currently, we use this workaround for visualization purposes.
+        self.cube: RigidObject = self.sim.add_rigid_object(
+            cfg=RigidObjectCfg(
+                uid="cube",
+                shape=CubeCfg(size=[size, size, size]),
+                attrs=RigidBodyAttributesCfg(enable_collision=False),
+                init_pos=(0.0, 0.0, 0.5),
+                body_type="kinematic",
+            ),
+        )
+
+    def _update_sim_state(self, **kwargs) -> None:
+        pose = torch.eye(4, device=self.device)
+        pose = pose.unsqueeze_(0).repeat(self.num_envs, 1, 1)
+        pose[:, :3, 3] += torch.rand(self.num_envs, 3, device=self.device) * 0.5 - 0.25
+        self.cube.set_local_pose(pose=pose)
+
+    def _step_action(self, action: EnvAction) -> EnvAction:
+        self.robot.set_qpos(qpos=action)
+        return action
+
+    def _extend_obs(self, obs: EnvObs, **kwargs) -> EnvObs:
+        # You can also use `cube = self.sim.get_rigid_object("cube")` to access obj.
+        # obs["cube_position"] = self.cube.get_local_pose()[:, :3]
+        return obs
+
+
+if __name__ == "__main__":
+    import argparse
+    import time
+
+    parser = argparse.ArgumentParser(
+        description="Demo for running a random reach environment."
+    )
+    parser.add_argument(
+        "--num_envs", type=int, default=1, help="number of environments to run"
+    )
+    parser.add_argument(
+        "--device",
+        type=str,
+        default="cpu",
+        help="device to run the environment on, e.g., 'cpu' or 'cuda'",
+    )
+    parser.add_argument("--headless", action="store_true", help="run in headless mode")
+    args = parser.parse_args()
+
+    env = gym.make(
+        "RandomReach-v1",
+        num_envs=args.num_envs,
+        headless=args.headless,
+        device=args.device,
+    )
+
+    for episode in range(10):
+        print("Episode:", episode)
+        env.reset()
+        start_time = time.time()
+        total_steps = 0
+
+        for i in range(100):
+            action = env.action_space.sample()
+            action = torch.as_tensor(action, dtype=torch.float32, device=env.device)
+
+            init_pose = env.robot_init_qpos
+            init_pose = (
+                torch.as_tensor(init_pose, dtype=torch.float32, device=env.device)
+                .unsqueeze_(0)
+                .repeat(env.num_envs, 1)
+            )
+            action = (
+                init_pose
+                + torch.rand_like(action, dtype=torch.float32, device=env.device) * 0.2
+                - 0.1
+            )
+
+            obs, reward, done, truncated, info = env.step(action)
+            total_steps += env.num_envs
+
+        end_time = time.time()
+        elapsed_time = end_time - start_time
+        if elapsed_time > 0:
+            fps = total_steps / elapsed_time
+            print(f"Total steps: {total_steps}")
+            print(f"Elapsed time: {elapsed_time:.2f} seconds")
+            print(f"FPS: {fps:.2f}")
+        else:
+            print("Elapsed time is too short to calculate FPS.")
diff --git a/scripts/tutorials/sim/create_rigid_object_group.py b/scripts/tutorials/sim/create_rigid_object_group.py
new file mode 100644
index 00000000..f8ae262f
--- /dev/null
+++ b/scripts/tutorials/sim/create_rigid_object_group.py
@@ -0,0 +1,170 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""
+This script demonstrates how to create a rigid object group using SimulationManager.
+"""
+
+import argparse
+import time
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import RigidBodyAttributesCfg
+from embodichain.lab.sim.shapes import CubeCfg
+from embodichain.lab.sim.objects import (
+    RigidObjectGroup,
+    RigidObjectGroupCfg,
+    RigidObjectCfg,
+)
+
+
+def main():
+    """Main function to create and run the simulation scene."""
+
+    # Parse command line arguments
+    parser = argparse.ArgumentParser(
+        description="Create a simulation scene with SimulationManager"
+    )
+    parser.add_argument(
+        "--headless",
+        action="store_true",
+        default=False,
+        help="Run simulation in headless mode",
+    )
+    parser.add_argument(
+        "--num_envs", type=int, default=1, help="Number of parallel environments"
+    )
+    parser.add_argument(
+        "--device", type=str, default="cpu", help="Simulation device (cuda or cpu)"
+    )
+    parser.add_argument(
+        "--enable_rt",
+        action="store_true",
+        default=False,
+        help="Enable ray tracing for better visuals",
+    )
+    args = parser.parse_args()
+
+    # Configure the simulation
+    sim_cfg = SimulationManagerCfg(
+        width=1920,
+        height=1080,
+        headless=True,
+        physics_dt=1.0 / 100.0,  # Physics timestep (100 Hz)
+        sim_device=args.device,
+        enable_rt=args.enable_rt,  # Enable ray tracing for better visuals
+    )
+
+    # Create the simulation instance
+    sim = SimulationManager(sim_cfg)
+
+    # Enable manual physics update for precise control
+    sim.set_manual_update(True)
+
+    # Build multiple arenas if requested
+    if args.num_envs > 1:
+        sim.build_multiple_arenas(args.num_envs, space=3.0)
+
+    physics_attrs = RigidBodyAttributesCfg(
+        mass=1.0,
+        dynamic_friction=0.5,
+        static_friction=0.5,
+        restitution=0.1,
+    )
+
+    # Add objects to the scene
+    obj_group: RigidObjectGroup = sim.add_rigid_object_group(
+        cfg=RigidObjectGroupCfg(
+            uid="obj_group",
+            rigid_objects={
+                "cube_1": RigidObjectCfg(
+                    uid="cube_1",
+                    shape=CubeCfg(size=[0.1, 0.1, 0.1]),
+                    attrs=physics_attrs,
+                    init_pos=[0.0, 0.0, 1.0],
+                ),
+                "cube_2": RigidObjectCfg(
+                    uid="cube_2",
+                    shape=CubeCfg(size=[0.2, 0.2, 0.2]),
+                    attrs=physics_attrs,
+                    init_pos=[0.5, 0.0, 1.0],
+                ),
+                "cube_3": RigidObjectCfg(
+                    uid="cube_3",
+                    shape=CubeCfg(size=[0.3, 0.3, 0.3]),
+                    attrs=physics_attrs,
+                    init_pos=[-0.5, 0.0, 1.0],
+                ),
+            },
+        )
+    )
+
+    print("[INFO]: Scene setup complete!")
+    print(f"[INFO]: Running simulation with {args.num_envs} environment(s)")
+    print("[INFO]: Press Ctrl+C to stop the simulation")
+
+    # Open window when the scene has been set up
+    if not args.headless:
+        sim.open_window()
+
+    # Run the simulation
+    run_simulation(sim)
+
+
+def run_simulation(sim: SimulationManager):
+    """Run the simulation loop.
+
+    Args:
+        sim: The SimulationManager instance to run
+    """
+
+    # Initialize GPU physics if using CUDA
+    if sim.is_use_gpu_physics:
+        sim.init_gpu_physics()
+
+    step_count = 0
+
+    try:
+        last_time = time.time()
+        last_step = 0
+        while True:
+            # Update physics simulation
+            sim.update(step=1)
+            step_count += 1
+
+            # Print FPS every second
+            if step_count % 100 == 0:
+                current_time = time.time()
+                elapsed = current_time - last_time
+                fps = (
+                    sim.num_envs * (step_count - last_step) / elapsed
+                    if elapsed > 0
+                    else 0
+                )
+                print(f"[INFO]: Simulation step: {step_count}, FPS: {fps:.2f}")
+                last_time = current_time
+                last_step = step_count
+
+    except KeyboardInterrupt:
+        print("\n[INFO]: Stopping simulation...")
+    finally:
+        # Clean up resources
+        sim.destroy()
+        print("[INFO]: Simulation terminated successfully")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/tutorials/sim/create_robot.py b/scripts/tutorials/sim/create_robot.py
new file mode 100644
index 00000000..6a504f70
--- /dev/null
+++ b/scripts/tutorials/sim/create_robot.py
@@ -0,0 +1,218 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""
+This script demonstrates how to create and simulate a robot using SimulationManager.
+It shows how to load a robot from URDF, set up control parts, and run basic simulation.
+"""
+
+import argparse
+import numpy as np
+import time
+import torch
+
+torch.set_printoptions(precision=4, sci_mode=False)
+
+from scipy.spatial.transform import Rotation as R
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim.cfg import (
+    JointDrivePropertiesCfg,
+    RobotCfg,
+    URDFCfg,
+)
+from embodichain.data import get_data_path
+
+
+def main():
+    """Main function to demonstrate robot simulation."""
+
+    # Parse command line arguments
+    parser = argparse.ArgumentParser(
+        description="Create and simulate a robot in SimulationManager"
+    )
+    parser.add_argument(
+        "--num_envs", type=int, default=1, help="Number of environments to simulate"
+    )
+    parser.add_argument(
+        "--device",
+        type=str,
+        default="cpu",
+        choices=["cpu", "cuda"],
+        help="Device to run simulation on",
+    )
+    parser.add_argument("--headless", action="store_true", help="Run in headless mode")
+    parser.add_argument(
+        "--enable_rt", action="store_true", help="Enable ray tracing rendering"
+    )
+    args = parser.parse_args()
+
+    # Initialize simulation
+    print("Creating simulation...")
+    config = SimulationManagerCfg(
+        headless=True,
+        sim_device=args.device,
+        arena_space=3.0,
+        enable_rt=args.enable_rt,
+        physics_dt=1.0 / 100.0,
+    )
+    sim = SimulationManager(config)
+
+    # Build multiple environments if requested
+    if args.num_envs > 1:
+        sim.build_multiple_arenas(args.num_envs)
+
+    # Set manual physics update for precise control
+    sim.set_manual_update(True)
+
+    # Create robot configuration
+    robot = create_robot(sim)
+
+    # Initialize GPU physics if using CUDA
+    if sim.is_use_gpu_physics:
+        sim.init_gpu_physics()
+
+    # Open visualization window if not headless
+    if not args.headless:
+        sim.open_window()
+
+    # Run simulation loop
+    run_simulation(sim, robot)
+
+
+def create_robot(sim):
+    """Create and configure a robot in the simulation."""
+
+    print("Loading robot...")
+
+    # Get SR5 arm URDF path
+    sr5_urdf_path = get_data_path("Rokae/SR5/SR5.urdf")
+
+    # Get hand URDF path
+    hand_urdf_path = get_data_path(
+        "BrainCoHandRevo1/BrainCoLeftHand/BrainCoLeftHand.urdf"
+    )
+
+    # Define control parts for the robot
+    # Joint names in control_parts can be regex patterns
+    CONTROL_PARTS = {
+        "arm": [
+            "JOINT[1-6]",  # Matches JOINT1, JOINT2, ..., JOINT6
+        ],
+        "hand": ["LEFT_.*"],  # Matches all joints starting with L_
+    }
+
+    # Define transformation for hand attachment
+    hand_attach_xpos = np.eye(4)
+    hand_attach_xpos[:3, :3] = R.from_rotvec([90, 0, 0], degrees=True).as_matrix()
+    hand_attach_xpos[2, 3] = 0.02
+
+    cfg = RobotCfg(
+        uid="sr5_with_brainco",
+        urdf_cfg=URDFCfg(
+            components=[
+                {
+                    "component_type": "arm",
+                    "urdf_path": sr5_urdf_path,
+                },
+                {
+                    "component_type": "hand",
+                    "urdf_path": hand_urdf_path,
+                    "transform": hand_attach_xpos,
+                },
+            ]
+        ),
+        control_parts=CONTROL_PARTS,
+        drive_pros=JointDrivePropertiesCfg(
+            stiffness={"JOINT[1-6]": 1e4, "LEFT_.*": 1e3},
+            damping={"JOINT[1-6]": 1e3, "LEFT_.*": 1e2},
+        ),
+    )
+
+    # Add robot to simulation
+    robot: Robot = sim.add_robot(cfg=cfg)
+
+    print(f"Robot created successfully with {robot.dof} joints")
+
+    return robot
+
+
+def run_simulation(sim: SimulationManager, robot: Robot):
+    """Run the simulation loop with robot control."""
+
+    print("Starting simulation...")
+    print("Robot will move through different poses")
+    print("Press Ctrl+C to stop")
+
+    step_count = 0
+
+    arm_joint_ids = robot.get_joint_ids("arm")
+    # Define some target joint positions for demonstration
+    arm_position1 = (
+        torch.tensor(
+            [0.0, -0.5, 0.5, -1.0, 0.5, 0.0], dtype=torch.float32, device=sim.device
+        )
+        .unsqueeze_(0)
+        .repeat(sim.num_envs, 1)
+    )
+
+    arm_position2 = (
+        torch.tensor(
+            [0.5, 0.0, -0.5, 0.5, -0.5, 0.5], dtype=torch.float32, device=sim.device
+        )
+        .unsqueeze_(0)
+        .repeat(sim.num_envs, 1)
+    )
+
+    # Get joint IDs for the hand.
+    hand_joint_ids = robot.get_joint_ids("hand")
+    # Define hand open and close positions based on joint limits.
+    hand_position_open = robot.body_data.qpos_limits[:, hand_joint_ids, 1]
+    hand_position_close = robot.body_data.qpos_limits[:, hand_joint_ids, 0]
+
+    try:
+        while True:
+            # Update physics
+            sim.update(step=1)
+
+            if step_count % 4000 == 0:
+                robot.set_qpos(qpos=arm_position1, joint_ids=arm_joint_ids)
+                print(f"Moving to arm position 1")
+
+            if step_count % 4000 == 1000:
+                robot.set_qpos(qpos=arm_position2, joint_ids=arm_joint_ids)
+                print(f"Moving to arm position 2")
+
+            if step_count % 4000 == 2000:
+                robot.set_qpos(qpos=hand_position_close, joint_ids=hand_joint_ids)
+                print(f"Closing hand")
+
+            if step_count % 4000 == 3000:
+                robot.set_qpos(qpos=hand_position_open, joint_ids=hand_joint_ids)
+                print(f"Opening hand")
+
+            step_count += 1
+
+    except KeyboardInterrupt:
+        print("Stopping simulation...")
+    finally:
+        print("Cleaning up...")
+        sim.destroy()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/tutorials/sim/create_scene.py b/scripts/tutorials/sim/create_scene.py
new file mode 100644
index 00000000..3f1082e6
--- /dev/null
+++ b/scripts/tutorials/sim/create_scene.py
@@ -0,0 +1,149 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""
+This script demonstrates how to create a simulation scene using SimulationManager.
+It shows the basic setup of simulation context, adding objects, and sensors.
+"""
+
+import argparse
+import time
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import RigidBodyAttributesCfg
+from embodichain.lab.sim.shapes import CubeCfg
+from embodichain.lab.sim.objects import RigidObject, RigidObjectCfg
+
+
+def main():
+    """Main function to create and run the simulation scene."""
+
+    # Parse command line arguments
+    parser = argparse.ArgumentParser(
+        description="Create a simulation scene with SimulationManager"
+    )
+    parser.add_argument(
+        "--headless",
+        action="store_true",
+        default=False,
+        help="Run simulation in headless mode",
+    )
+    parser.add_argument(
+        "--num_envs", type=int, default=1, help="Number of parallel environments"
+    )
+    parser.add_argument(
+        "--device", type=str, default="cpu", help="Simulation device (cuda or cpu)"
+    )
+    parser.add_argument(
+        "--enable_rt",
+        action="store_true",
+        default=False,
+        help="Enable ray tracing for better visuals",
+    )
+    args = parser.parse_args()
+
+    # Configure the simulation
+    sim_cfg = SimulationManagerCfg(
+        width=1920,
+        height=1080,
+        headless=True,
+        physics_dt=1.0 / 100.0,  # Physics timestep (100 Hz)
+        sim_device=args.device,
+        enable_rt=args.enable_rt,  # Enable ray tracing for better visuals
+    )
+
+    # Create the simulation instance
+    sim = SimulationManager(sim_cfg)
+
+    # Enable manual physics update for precise control
+    sim.set_manual_update(True)
+
+    # Build multiple arenas if requested
+    if args.num_envs > 1:
+        sim.build_multiple_arenas(args.num_envs, space=3.0)
+
+    # Add objects to the scene
+    cube: RigidObject = sim.add_rigid_object(
+        cfg=RigidObjectCfg(
+            uid="cube",
+            shape=CubeCfg(size=[0.1, 0.1, 0.1]),
+            body_type="dynamic",
+            attrs=RigidBodyAttributesCfg(
+                mass=1.0,
+                dynamic_friction=0.5,
+                static_friction=0.5,
+                restitution=0.1,
+            ),
+            init_pos=[0.0, 0.0, 1.0],
+        )
+    )
+
+    print("[INFO]: Scene setup complete!")
+    print(f"[INFO]: Running simulation with {args.num_envs} environment(s)")
+    print("[INFO]: Press Ctrl+C to stop the simulation")
+
+    # Open window when the scene has been set up
+    if not args.headless:
+        sim.open_window()
+
+    # Run the simulation
+    run_simulation(sim)
+
+
+def run_simulation(sim: SimulationManager):
+    """Run the simulation loop.
+
+    Args:
+        sim: The SimulationManager instance to run
+    """
+
+    # Initialize GPU physics if using CUDA
+    if sim.is_use_gpu_physics:
+        sim.init_gpu_physics()
+
+    step_count = 0
+
+    try:
+        last_time = time.time()
+        last_step = 0
+        while True:
+            # Update physics simulation
+            sim.update(step=1)
+            step_count += 1
+
+            # Print FPS every second
+            if step_count % 100 == 0:
+                current_time = time.time()
+                elapsed = current_time - last_time
+                fps = (
+                    sim.num_envs * (step_count - last_step) / elapsed
+                    if elapsed > 0
+                    else 0
+                )
+                print(f"[INFO]: Simulation step: {step_count}, FPS: {fps:.2f}")
+                last_time = current_time
+                last_step = step_count
+
+    except KeyboardInterrupt:
+        print("\n[INFO]: Stopping simulation...")
+    finally:
+        # Clean up resources
+        sim.destroy()
+        print("[INFO]: Simulation terminated successfully")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/tutorials/sim/create_sensor.py b/scripts/tutorials/sim/create_sensor.py
new file mode 100644
index 00000000..380852a5
--- /dev/null
+++ b/scripts/tutorials/sim/create_sensor.py
@@ -0,0 +1,346 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""
+This script demonstrates how to create and simulate a camera sensor attached to a robot using SimulationManager.
+It shows how to configure a camera sensor, attach it to the robot's end-effector, and visualize the sensor's output during simulation.
+"""
+
+import argparse
+import cv2
+import numpy as np
+import time
+import torch
+
+torch.set_printoptions(precision=4, sci_mode=False)
+
+from scipy.spatial.transform import Rotation as R
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.sensors import Camera, CameraCfg
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim.cfg import (
+    JointDrivePropertiesCfg,
+    RobotCfg,
+    URDFCfg,
+    RigidObjectCfg,
+)
+from embodichain.lab.sim.shapes import CubeCfg
+from embodichain.data import get_data_path
+
+
+def mask_to_color_map(mask, user_ids, fix_seed=True):
+    """
+    Convert instance mask into color map.
+    :param mask: Instance mask map.
+    :param user_ids: List of unique user IDs in the mask.
+    :return: Color map.
+    """
+    # Create a blank RGB image
+    color_map = np.zeros((mask.shape[0], mask.shape[1], 3), dtype=np.uint8)
+
+    # Generate deterministic colors based on user_id values
+    colors = []
+    for user_id in user_ids:
+        # Use the user_id as seed to generate deterministic color
+        np.random.seed(user_id)
+        color = np.random.choice(range(256), size=3)
+        colors.append(color)
+
+    for idx, color in enumerate(colors):
+        # Assign color to the instances of each class
+        color_map[mask == user_ids[idx]] = color
+
+    return color_map
+
+
+def main():
+    """Main function to demonstrate robot sensor simulation."""
+
+    # Parse command line arguments
+    parser = argparse.ArgumentParser(
+        description="Create and simulate a robot in SimulationManager"
+    )
+    parser.add_argument(
+        "--num_envs", type=int, default=1, help="Number of environments to simulate"
+    )
+    parser.add_argument(
+        "--device",
+        type=str,
+        default="cpu",
+        choices=["cpu", "cuda"],
+        help="Device to run simulation on",
+    )
+    parser.add_argument("--headless", action="store_true", help="Run in headless mode")
+    parser.add_argument(
+        "--enable_rt", action="store_true", help="Enable ray tracing rendering"
+    )
+    parser.add_argument(
+        "--attach_sensor",
+        action="store_true",
+        help="Attach sensor to robot end-effector",
+    )
+    args = parser.parse_args()
+
+    # Initialize simulation
+    print("Creating simulation...")
+    config = SimulationManagerCfg(
+        headless=True,
+        sim_device=args.device,
+        arena_space=3.0,
+        enable_rt=args.enable_rt,
+        physics_dt=1.0 / 100.0,
+    )
+    sim = SimulationManager(config)
+
+    # Build multiple environments if requested
+    if args.num_envs > 1:
+        sim.build_multiple_arenas(args.num_envs)
+
+    # Set manual physics update for precise control
+    sim.set_manual_update(True)
+
+    # Create robot configuration
+    robot = create_robot(sim)
+
+    sensor = create_sensor(sim, args)
+
+    # Add a cube to the scene
+    cube_cfg = RigidObjectCfg(
+        uid="cube",
+        shape=CubeCfg(size=[0.05, 0.05, 0.05]),  # Use CubeCfg for a cube
+        init_pos=[1.2, -0.2, 0.1],
+        init_rot=[0, 0, 0],
+    )
+    sim.add_rigid_object(cfg=cube_cfg)
+
+    # Initialize GPU physics if using CUDA
+    if sim.is_use_gpu_physics:
+        sim.init_gpu_physics()
+
+    # Open visualization window if not headless
+    if not args.headless:
+        sim.open_window()
+
+    # Run simulation loop
+    run_simulation(sim, robot, sensor)
+
+
+def create_sensor(sim: SimulationManager, args):
+    # intrinsics params
+    intrinsics = (600, 600, 320.0, 240.0)
+    width = 640
+    height = 480
+
+    # extrinsics params
+    pos = [0.09, 0.05, 0.04]
+    quat = R.from_euler("xyz", [-35, 135, 0], degrees=True).as_quat().tolist()
+
+    # If attach_sensor is True, attach to robot end-effector; otherwise, place it in the scene
+    if args.attach_sensor:
+        parent = "ee_link"
+    else:
+        parent = None
+        pos = [1.2, -0.2, 1.5]
+        quat = R.from_euler("xyz", [0, 180, 0], degrees=True).as_quat().tolist()
+        quat = [quat[3], quat[0], quat[1], quat[2]]  # Convert to (w, x, y, z)
+
+    # create camera sensor and attach to robot end-effector
+    camera: Camera = sim.add_sensor(
+        sensor_cfg=CameraCfg(
+            width=width,
+            height=height,
+            intrinsics=intrinsics,
+            extrinsics=CameraCfg.ExtrinsicsCfg(
+                parent=parent,
+                pos=pos,
+                quat=quat,
+            ),
+            near=0.01,
+            far=10.0,
+            enable_color=True,
+            enable_depth=True,
+            enable_mask=True,
+            enable_normal=True,
+        )
+    )
+    return camera
+
+
+def create_robot(sim):
+    """Create and configure a robot in the simulation."""
+
+    print("Loading robot...")
+
+    # Get SR5 URDF path
+    sr5_urdf_path = get_data_path("Rokae/SR5/SR5.urdf")
+
+    # Get hand URDF path
+    hand_urdf_path = get_data_path(
+        "BrainCoHandRevo1/BrainCoLeftHand/BrainCoLeftHand.urdf"
+    )
+
+    # Define control parts for the robot
+    # Joint names in control_parts can be regex patterns
+    CONTROL_PARTS = {
+        "arm": [
+            "JOINT[1-6]",  # Matches JOINT1, JOINT2, ..., JOINT6
+        ],
+        "hand": ["LEFT_.*"],  # Matches all joints starting with L_
+    }
+
+    # Define transformation for hand attachment
+    hand_attach_xpos = np.eye(4)
+    hand_attach_xpos[:3, :3] = R.from_rotvec([90, 0, 0], degrees=True).as_matrix()
+    hand_attach_xpos[2, 3] = 0.02
+
+    cfg = RobotCfg(
+        uid="sr5_with_brainco",
+        urdf_cfg=URDFCfg(
+            components=[
+                {
+                    "component_type": "arm",
+                    "urdf_path": sr5_urdf_path,
+                },
+                {
+                    "component_type": "hand",
+                    "urdf_path": hand_urdf_path,
+                    "transform": hand_attach_xpos,
+                },
+            ]
+        ),
+        control_parts=CONTROL_PARTS,
+        drive_pros=JointDrivePropertiesCfg(
+            stiffness={"JOINT[1-6]": 1e4, "LEFT_.*": 1e3},
+            damping={"JOINT[1-6]": 1e3, "LEFT_.*": 1e2},
+        ),
+    )
+
+    # Add robot to simulation
+    robot: Robot = sim.add_robot(cfg=cfg)
+
+    print(f"Robot created successfully with {robot.dof} joints")
+
+    return robot
+
+
+def get_sensor_image(camera: Camera, headless=False, step_count=0):
+    """
+    Get color, depth, mask, and normals views from the camera,
+    and visualize them in a 2x2 grid (or save if headless).
+    """
+    import matplotlib.pyplot as plt
+
+    camera.update()
+    data = camera.get_data()
+    # Get four views
+    rgba = data["color"].cpu().numpy()[0, :, :, :3]  # (H, W, 3)
+    depth = data["depth"].squeeze_().cpu().numpy()  # (H, W)
+    mask = data["mask"].squeeze_().cpu().numpy()  # (H, W)
+    normals = data["normal"].cpu().numpy()[0]  # (H, W, 3)
+
+    # Normalize for visualization
+    depth_vis = (depth - depth.min()) / (depth.ptp() + 1e-8)
+    depth_vis = (depth_vis * 255).astype("uint8")
+    mask_vis = mask_to_color_map(mask, user_ids=np.unique(mask))
+    normals_vis = ((normals + 1) / 2 * 255).astype("uint8")
+
+    # Prepare titles and images for display
+    titles = ["Color", "Depth", "Mask", "Normals"]
+    images = [
+        cv2.cvtColor(rgba, cv2.COLOR_RGB2BGR),
+        cv2.cvtColor(depth_vis, cv2.COLOR_GRAY2BGR),
+        mask_vis,
+        cv2.cvtColor(normals_vis, cv2.COLOR_RGB2BGR),
+    ]
+
+    if not headless:
+        # Concatenate images for 2x2 grid display using OpenCV
+        top = np.hstack([images[0], images[1]])
+        bottom = np.hstack([images[2], images[3]])
+        grid = np.vstack([top, bottom])
+        cv2.imshow("Sensor Views (Color / Depth / Mask / Normals)", grid)
+        cv2.waitKey(1)
+    else:
+        # Save the 2x2 grid as an image using matplotlib
+        fig, axs = plt.subplots(2, 2, figsize=(10, 8))
+        for ax, img, title in zip(axs.flatten(), images, titles):
+            ax.imshow(cv2.cvtColor(img, cv2.COLOR_BGR2RGB))
+            ax.set_title(title)
+            ax.axis("off")
+        plt.tight_layout()
+        plt.savefig(f"sensor_views_{step_count}.png")
+        plt.close(fig)
+
+
+def run_simulation(sim: SimulationManager, robot: Robot, camera: Camera):
+    """Run the simulation loop with robot and camera sensor control."""
+
+    print("Starting simulation...")
+    print("Robot will move through different poses")
+    print("Press Ctrl+C to stop")
+
+    step_count = 0
+
+    arm_joint_ids = robot.get_joint_ids("arm")
+    # Define some target joint positions for demonstration
+
+    arm_position1 = (
+        torch.tensor(
+            [0.0, 0.5, -1.5, 0.3, -0.5, 0], dtype=torch.float32, device=sim.device
+        )
+        .unsqueeze_(0)
+        .repeat(sim.num_envs, 1)
+    )
+
+    arm_position2 = (
+        torch.tensor(
+            [0.0, 0.5, -1.5, -0.3, -0.5, 0], dtype=torch.float32, device=sim.device
+        )
+        .unsqueeze_(0)
+        .repeat(sim.num_envs, 1)
+    )
+
+    try:
+        while True:
+            # Update physics
+            sim.update(step=1)
+
+            if step_count % 1001 == 0:
+                robot.set_qpos(qpos=arm_position1, joint_ids=arm_joint_ids)
+                print(f"Moving to arm position 1")
+
+                # Refresh and get image from sensor
+                get_sensor_image(camera)
+
+            if step_count % 2003 == 0:
+                robot.set_qpos(qpos=arm_position2, joint_ids=arm_joint_ids)
+                print(f"Moving to arm position 2")
+
+                # Refresh and get image from sensor
+                get_sensor_image(camera)
+
+            step_count += 1
+
+    except KeyboardInterrupt:
+        print("Stopping simulation...")
+    finally:
+        print("Cleaning up...")
+        sim.destroy()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/tutorials/sim/create_softbody.py b/scripts/tutorials/sim/create_softbody.py
new file mode 100644
index 00000000..af6b5cc8
--- /dev/null
+++ b/scripts/tutorials/sim/create_softbody.py
@@ -0,0 +1,161 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""
+This script demonstrates how to create a simulation scene using SimulationManager.
+It shows the basic setup of simulation context, adding objects, lighting, and sensors.
+"""
+
+import argparse
+import time
+from dexsim.utility.path import get_resources_data_path
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import (
+    SoftbodyVoxelAttributesCfg,
+    SoftbodyPhysicalAttributesCfg,
+)
+from embodichain.lab.sim.shapes import MeshCfg
+from embodichain.lab.sim.objects import (
+    SoftObject,
+    SoftObjectCfg,
+)
+
+
+def main():
+    """Main function to create and run the simulation scene."""
+
+    # Parse command line arguments
+    parser = argparse.ArgumentParser(
+        description="Create a simulation scene with SimulationManager"
+    )
+    parser.add_argument(
+        "--headless",
+        action="store_true",
+        default=False,
+        help="Run simulation in headless mode",
+    )
+    parser.add_argument(
+        "--num_envs", type=int, default=4, help="Number of parallel environments"
+    )
+    parser.add_argument(
+        "--enable_rt",
+        action="store_true",
+        default=False,
+        help="Enable ray tracing for better visuals",
+    )
+    args = parser.parse_args()
+
+    # Configure the simulation
+    sim_cfg = SimulationManagerCfg(
+        width=1920,
+        height=1080,
+        headless=True,
+        physics_dt=1.0 / 100.0,  # Physics timestep (100 Hz)
+        sim_device="cuda",  # soft simulation only supports cuda device
+        enable_rt=args.enable_rt,  # Enable ray tracing for better visuals
+    )
+
+    # Create the simulation instance
+    sim = SimulationManager(sim_cfg)
+
+    # Enable manual physics update for precise control
+    sim.set_manual_update(True)
+
+    # Build multiple arenas if requested
+    if args.num_envs > 1:
+        sim.build_multiple_arenas(args.num_envs, space=3.0)
+    print("[INFO]: Scene setup complete!")
+
+    # add softbody to the scene
+    cow: SoftObject = sim.add_soft_object(
+        cfg=SoftObjectCfg(
+            uid="cow",
+            shape=MeshCfg(
+                fpath=get_resources_data_path("Model", "cow", "cow.obj"),
+            ),
+            init_pos=[0.0, 0.0, 3.0],
+            voxel_attr=SoftbodyVoxelAttributesCfg(
+                simulation_mesh_resolution=8,
+                maximal_edge_length=0.5,
+            ),
+            physical_attr=SoftbodyPhysicalAttributesCfg(
+                youngs=1e6,
+                poissons=0.45,
+                density=100,
+                dynamic_friction=0.1,
+                min_position_iters=30,
+            ),
+        ),
+    )
+    print("[INFO]: Add soft object complete!")
+
+    # Open window when the scene has been set up
+    if not args.headless:
+        sim.open_window()
+
+    print(f"[INFO]: Running simulation with {args.num_envs} environment(s)")
+    print("[INFO]: Press Ctrl+C to stop the simulation")
+
+    # Run the simulation
+    run_simulation(sim, cow)
+
+
+def run_simulation(sim: SimulationManager, soft_obj: SoftObject) -> None:
+    """Run the simulation loop.
+
+    Args:
+        sim: The SimulationManager instance to run
+        soft_obj: soft object
+    """
+
+    # Initialize GPU physics
+    sim.init_gpu_physics()
+
+    step_count = 0
+
+    try:
+        last_time = time.time()
+        last_step = 0
+        while True:
+            # Update physics simulation
+            sim.update(step=1)
+            step_count += 1
+
+            # Print FPS every second
+            if step_count % 100 == 0:
+                current_time = time.time()
+                elapsed = current_time - last_time
+                fps = (
+                    sim.num_envs * (step_count - last_step) / elapsed
+                    if elapsed > 0
+                    else 0
+                )
+                print(f"[INFO]: Simulation step: {step_count}, FPS: {fps:.2f}")
+                last_time = current_time
+                last_step = step_count
+                if step_count % 500 == 0:
+                    soft_obj.reset()
+
+    except KeyboardInterrupt:
+        print("\n[INFO]: Stopping simulation...")
+    finally:
+        # Clean up resources
+        sim.destroy()
+        print("[INFO]: Simulation terminated successfully")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/tutorials/sim/gizmo_robot.py b/scripts/tutorials/sim/gizmo_robot.py
new file mode 100644
index 00000000..fae79962
--- /dev/null
+++ b/scripts/tutorials/sim/gizmo_robot.py
@@ -0,0 +1,158 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+"""
+Gizmo-Robot Example: Test Gizmo class on a robot (UR10)
+"""
+
+import time
+import torch
+import numpy as np
+import argparse
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import (
+    RobotCfg,
+    URDFCfg,
+    JointDrivePropertiesCfg,
+)
+
+from embodichain.lab.sim.solvers import PinkSolverCfg
+from embodichain.data import get_data_path
+from embodichain.utils import logger
+
+
+def main():
+    """Main function to create and run the simulation scene."""
+
+    # Parse command line arguments
+    parser = argparse.ArgumentParser(
+        description="Create a simulation scene with SimulationManager"
+    )
+    parser.add_argument(
+        "--num_envs", type=int, default=1, help="Number of parallel environments"
+    )
+    parser.add_argument(
+        "--device", type=str, default="cpu", help="Simulation device (cuda or cpu)"
+    )
+    parser.add_argument(
+        "--enable_rt",
+        action="store_true",
+        default=False,
+        help="Enable ray tracing for better visuals",
+    )
+    args = parser.parse_args()
+
+    # Configure the simulation
+    sim_cfg = SimulationManagerCfg(
+        width=1920,
+        height=1080,
+        physics_dt=1.0 / 100.0,
+        sim_device=args.device,
+        enable_rt=args.enable_rt,
+    )
+
+    sim = SimulationManager(sim_cfg)
+    sim.set_manual_update(False)
+
+    # Build multiple arenas if requested
+    if args.num_envs > 1:
+        sim.build_multiple_arenas(args.num_envs, space=3.0)
+
+    # Get UR10 URDF path
+    urdf_path = get_data_path("UniversalRobots/UR10/UR10.urdf")
+
+    # Create UR10 robot
+    robot_cfg = RobotCfg(
+        uid="ur10_gizmo_test",
+        urdf_cfg=URDFCfg(
+            components=[{"component_type": "arm", "urdf_path": urdf_path}]
+        ),
+        control_parts={"arm": ["Joint[1-6]"]},
+        solver_cfg={
+            "arm": PinkSolverCfg(
+                urdf_path=urdf_path,
+                end_link_name="ee_link",
+                root_link_name="base_link",
+                pos_eps=1e-2,
+                rot_eps=5e-2,
+                max_iterations=300,
+                dt=0.1,
+            )
+        },
+        drive_pros=JointDrivePropertiesCfg(
+            stiffness={"Joint[1-6]": 1e4},
+            damping={"Joint[1-6]": 1e3},
+        ),
+    )
+    robot = sim.add_robot(cfg=robot_cfg)
+
+    # Set initial joint positions
+    initial_qpos = torch.tensor(
+        [[0, -np.pi / 2, np.pi / 2, 0.0, np.pi / 2, 0.0]],
+        dtype=torch.float32,
+        device="cpu",
+    )
+    joint_ids = robot.get_joint_ids("arm")
+    robot.set_qpos(qpos=initial_qpos, joint_ids=joint_ids)
+
+    time.sleep(0.2)  # Wait for a moment to ensure everything is set up
+
+    # Enable gizmo using the new API
+    sim.enable_gizmo(uid="ur10_gizmo_test", control_part="arm")
+    if not sim.has_gizmo("ur10_gizmo_test", control_part="arm"):
+        logger.log_error("Failed to enable gizmo!")
+        return
+
+    sim.open_window()
+
+    logger.log_info("Gizmo-Robot example started!")
+    logger.log_info("Use the gizmo to drag the robot end-effector (EE)")
+    logger.log_info("Press Ctrl+C to stop the simulation")
+
+    run_simulation(sim)
+
+
+def run_simulation(sim: SimulationManager):
+    step_count = 0
+    try:
+        last_time = time.time()
+        last_step = 0
+        while True:
+            time.sleep(0.033)  # 30Hz
+            # Update all gizmos managed by sim
+            sim.update_gizmos()
+            step_count += 1
+
+            if step_count % 100 == 0:
+                current_time = time.time()
+                elapsed = current_time - last_time
+                fps = (
+                    sim.num_envs * (step_count - last_step) / elapsed
+                    if elapsed > 0
+                    else 0
+                )
+                logger.log_info(f"Simulation step: {step_count}, FPS: {fps:.2f}")
+                last_time = current_time
+                last_step = step_count
+    except KeyboardInterrupt:
+        logger.log_info("\nStopping simulation...")
+    finally:
+        sim.destroy()
+        logger.log_info("Simulation terminated successfully")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/setup.py b/setup.py
new file mode 100644
index 00000000..ae041d57
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,123 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import glob
+import logging
+import os
+import shutil
+import sys
+from os import path as osp
+from pathlib import Path
+
+from setuptools import Command, find_packages, setup
+
+logging.basicConfig(stream=sys.stderr, level=logging.INFO)
+logger = logging.getLogger()
+
+THIS_DIR = Path(__file__).resolve().parent
+
+# Defer importing torch until it's actually needed (when building extensions).
+# This prevents `setup.py` from failing at import time in environments where
+# torch isn't available or isn't on the same interpreter.
+BuildExtension = None
+CppExtension = None
+CUDAExtension = None
+
+
+class CleanCommand(Command):
+    description = "Delete build, dist, *.egg-info and all __pycache__ directories."
+    user_options = []
+
+    def initialize_options(self):
+        pass
+
+    def finalize_options(self):
+        pass
+
+    def run(self):
+        for d in ["build", "dist", "embodichain.egg-info"]:
+            rm_path = THIS_DIR / d
+            if not rm_path.exists():
+                continue
+            try:
+                shutil.rmtree(rm_path, ignore_errors=True)
+                logger.info(f"removed '{rm_path}'")
+            except:
+                pass
+
+        for pdir, sdirs, filenames in os.walk(THIS_DIR):
+            for sdir in sdirs:
+                if sdir == "__pycache__":
+                    rm_path = Path(pdir) / sdir
+                    shutil.rmtree(str(rm_path), ignore_errors=True)
+                    logger.info(f"removed '{rm_path}'")
+            for filename in filenames:
+                if filename.endswith(".so"):
+                    rm_path = Path(pdir) / filename
+                    rm_path.unlink()
+                    logger.info(f"removed '{rm_path}'")
+
+
+def get_data_files_of_a_directory(source_dir, target_dir=None, ignore_py=False):
+    if target_dir is None:
+        target_dir = source_dir
+
+    base_dir = os.sep + "embodichain" + os.sep
+
+    filelist = []
+    for parent_dir, dirnames, filenames in os.walk(source_dir):
+        for filename in filenames:
+            if ignore_py and filename.endswith(".py"):
+                continue
+            filelist.append(
+                (
+                    os.path.join(
+                        base_dir, parent_dir.replace(source_dir, target_dir, 1)
+                    ),
+                    [os.path.join(parent_dir, filename)],
+                )
+            )
+
+    return filelist
+
+
+# Extract version
+here = osp.abspath(osp.dirname(__file__))
+version = None
+with open(os.path.join(os.path.dirname(__file__), "VERSION")) as f:
+    full_version = f.read().strip()
+    version = ".".join(full_version.split(".")[:3])
+
+ignore_py = sys.argv[1] == "bdist_nuitka" if len(sys.argv) > 1 else False
+data_files = []
+data_files += get_data_files_of_a_directory("embodichain", ignore_py=ignore_py)
+
+cmdclass = {"clean": CleanCommand}
+if BuildExtension is not None:
+    cmdclass["build_ext"] = BuildExtension.with_options(no_python_abi_suffix=True)
+
+setup(
+    name="embodichain",
+    version=version,
+    url="https://github.com/DexForce/EmbodiChain",
+    author="EmbodiChain Developers",
+    description="An end-to-end, GPU-accelerated, and modular platform for building generalized Embodied Intelligence.",
+    packages=find_packages(exclude=["docs"]),
+    data_files=data_files,
+    entry_points={},
+    cmdclass=cmdclass,
+    include_package_data=True,
+)
diff --git a/tests/common.py b/tests/common.py
new file mode 100644
index 00000000..9d80e5c6
--- /dev/null
+++ b/tests/common.py
@@ -0,0 +1,63 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+from unittest import TestLoader
+from fnmatch import fnmatchcase
+
+
+__all__ = ["UnittestMetaclass", "OrderedTestLoader"]
+
+
+# to learn about the usage of metaclass here: https://www.liaoxuefeng.com/wiki/1016959663602400/1017592449371072
+class UnittestMetaclass(type):
+    def __new__(cls, name, bases, attrs):
+        # add 'attrs_by_writing_order' attribute containing writing order of all attributes and functions
+        attrs["attrs_by_writing_order"] = list(attrs.keys())
+        return super().__new__(cls, name, bases, attrs)
+
+
+# By default, TestLoader runs tests in alphabetical order. However, some tests
+# need to be executed in the order they are written. This custom loader overrides
+# the default sorting behavior to run tests sequentially based on the writing order.
+# Note that when both errors and failures occur, errors will be logged first,
+# which may differ from the execution order. This is acceptable as it prioritizes
+# highlighting errors.
+class OrderedTestLoader(TestLoader):
+    """This TestLoader will load testFnNames in the code writing order"""
+
+    # copied from getTestCaseNames() of TestLoader and make some modification
+    def getTestCaseNames(self, testCaseClass):
+        """Return a sorted sequence of method names found within testCaseClass"""
+
+        def shouldIncludeMethod(attrname):
+            if not attrname.startswith(self.testMethodPrefix):
+                return False
+            testFunc = getattr(testCaseClass, attrname)
+            if not callable(testFunc):
+                return False
+            fullName = f"%s.%s.%s" % (
+                testCaseClass.__module__,
+                testCaseClass.__qualname__,
+                attrname,
+            )
+            return self.testNamePatterns is None or any(
+                fnmatchcase(fullName, pattern) for pattern in self.testNamePatterns
+            )
+
+        testFnNames = list(
+            filter(shouldIncludeMethod, testCaseClass.attrs_by_writing_order)
+        )
+
+        return testFnNames
diff --git a/tests/datasets/run_pourwater_env_offline.py b/tests/datasets/run_pourwater_env_offline.py
new file mode 100644
index 00000000..80da0d4e
--- /dev/null
+++ b/tests/datasets/run_pourwater_env_offline.py
@@ -0,0 +1,107 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import unittest
+import sys
+from pathlib import Path
+
+sys.path.append(str(Path(__file__).parent.parent))
+from common import UnittestMetaclass, OrderedTestLoader
+
+import os
+import tempfile
+import gymnasium
+from pathlib import Path
+
+from embodichain.utils.utility import dict2args
+from embodichain.utils.utility import load_json
+from embodichain.lab.sim import SimulationManagerCfg
+from embodichain.lab.gym.envs import EmbodiedEnvCfg
+from embodichain.lab.gym.utils.gym_utils import config_to_cfg
+
+os.environ["HDF5_USE_FILE_LOCKING"] = "FALSE"
+
+
+class TestPourWaterv3OfflineRunEnv(unittest.TestCase, metaclass=UnittestMetaclass):
+    datacenter_backup = Path("/tmp/datacenter_test")
+
+    def setUp(self) -> None:
+        pass
+
+    def tearDown(self) -> None:
+        pass
+
+    def test_offline_run_env(self):
+        from embodichain.lab.scripts.run_env import main
+        import os
+
+        with tempfile.TemporaryDirectory(prefix=self.__class__.__name__) as temp_dir:
+            gym_conf_path = os.path.join(
+                "configs",
+                "gym",
+                "pour_water",
+                "gym_config.json",
+            )
+            action_conf_path = os.path.join(
+                "configs",
+                "gym",
+                "pour_water",
+                "action_config.json",
+            )
+            input_dict = {
+                "num_envs": 1,  # TODO: change it to >1 as v3 supports it. but now CobotMagic use cpu-OPWSolver. Wait @Chenjian for gpu version.
+                "device": "cpu",  # TODO: test both cpu and cuda device
+                "headless": True,
+                "enable_rt": False,
+                "gpu_id": 0,
+                "save_video": False,
+                "save_path": temp_dir,
+                "debug_mode": False,
+                "filter_visual_rand": False,
+                "online_config": "",
+                "gym_config": gym_conf_path,
+                "action_config": action_conf_path,
+            }
+            args = dict2args(input_dict)
+            gym_config = load_json(args.gym_config)
+            gym_config["env"]["dataset"]["save_path"] = temp_dir
+            gym_config["max_episodes"] = 1
+
+            cfg: EmbodiedEnvCfg = config_to_cfg(gym_config)
+            cfg.filter_visual_rand = args.filter_visual_rand
+
+            action_config = {}
+            if args.action_config is not None:
+                action_config = load_json(args.action_config)
+                action_config["action_config"] = action_config
+
+            cfg.num_envs = args.num_envs
+            cfg.sim_cfg = SimulationManagerCfg(
+                headless=args.headless,
+                sim_device=args.device,
+                enable_rt=args.enable_rt,
+                gpu_id=args.gpu_id,
+            )
+
+            env = gymnasium.make(id=gym_config["id"], cfg=cfg, **action_config)
+            main(args, env, gym_config)
+
+
+if __name__ == "__main__":
+    # `unittest.main()` is the standard usage to start testing, here we use a customed
+    # TestLoader to keep executing order of functions the same as their writing order
+
+    unittest.main(testLoader=OrderedTestLoader())
diff --git a/tests/datasets/test_configurable_action.py b/tests/datasets/test_configurable_action.py
new file mode 100644
index 00000000..16593ca0
--- /dev/null
+++ b/tests/datasets/test_configurable_action.py
@@ -0,0 +1,246 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from embodichain.lab.gym.envs.action_bank.configurable_action import (
+    ActionBank,
+    tag_node,
+    tag_edge,
+    get_func_tag,
+)
+import numpy as np
+import os
+from typing import Dict, Tuple, Union, List, Callable
+import unittest
+from embodichain.utils.utility import load_json
+import inspect
+
+import sys
+from pathlib import Path
+
+sys.path.append(str(Path(__file__).parent.parent))
+from common import UnittestMetaclass, OrderedTestLoader
+
+
+class FakePourwaterEnv:
+    def __init__(self) -> None:
+        pass
+
+
+class FakePourwaterActionBank(ActionBank):
+    @staticmethod
+    @tag_node
+    def A(env: FakePourwaterEnv):
+        env.A = "A"
+        return True
+
+    @staticmethod
+    @tag_node
+    def B(env: FakePourwaterEnv):
+        env.B = env.A
+        return True
+
+    @staticmethod
+    @tag_node
+    def C(env: FakePourwaterEnv):
+        return True
+
+    @staticmethod
+    @tag_node
+    def D(env: FakePourwaterEnv):
+        return True
+
+    @staticmethod
+    @tag_node
+    def a(env: FakePourwaterEnv):
+        return True
+
+    @staticmethod
+    @tag_node
+    def b(env: FakePourwaterEnv):
+        return True
+
+    @staticmethod
+    @tag_node
+    def aa(env: FakePourwaterEnv):
+        return True
+
+    @staticmethod
+    @tag_node
+    def bb(env: FakePourwaterEnv):
+        return True
+
+    @staticmethod
+    @tag_node
+    def cc(env: FakePourwaterEnv):
+        return True
+
+    @staticmethod
+    @tag_node
+    def dd(env: FakePourwaterEnv):
+        return True
+
+    @staticmethod
+    @tag_edge
+    def init_to_pre1(env: FakePourwaterEnv, **kwargs):
+        return np.random.rand(6, 1)
+
+    @staticmethod
+    @tag_edge
+    def grasp_to_move(env: FakePourwaterEnv, **kwargs):
+        return np.random.rand(6, 2)
+
+    @staticmethod
+    @tag_edge
+    def move_to_rotation(env: FakePourwaterEnv, **kwargs):
+        env.move_to_rotation = np.random.rand(6, 3)
+        return env.move_to_rotation
+
+    @staticmethod
+    @tag_edge
+    def rotation_back_to_move(env: FakePourwaterEnv, **kwargs):
+        return np.random.rand(6, 4)
+
+    @staticmethod
+    @tag_edge
+    def init_to_monitor(env: FakePourwaterEnv, **kwargs):
+        return np.random.rand(6, 1)
+
+    @staticmethod
+    @tag_edge
+    def left_arm_go_back(env: FakePourwaterEnv, **kwargs):
+        return np.random.rand(6, 2)
+
+    @staticmethod
+    @tag_edge
+    def lopen(env: FakePourwaterEnv, **kwargs):
+        return np.random.rand(1, 10)
+
+    @staticmethod
+    @tag_edge
+    def ropen(env: FakePourwaterEnv, **kwargs) -> np.ndarray:
+        return np.random.rand(1, 10)
+
+
+class TestActionBank(unittest.TestCase, metaclass=UnittestMetaclass):
+    def setUp(self) -> None:
+        pass
+
+    def tearDown(self) -> None:
+        pass
+
+    def test_simple(self):
+        class FakeFunctions:
+            def __init__(
+                self,
+            ) -> None:
+                self.dummy_function = lambda: 1
+
+            def get_functions(self, names: List[str]) -> Dict[str, Callable]:
+                """
+                Returns a dictionary of dummy functions for the given names.
+                """
+                return {name: self.dummy_function for name in names}
+
+        funcs = FakeFunctions()
+        conf = load_json(os.path.join("configs", "gym", "action_bank", "conf.json"))
+        action_bank = ActionBank(conf)
+        action_bank.parse_network(
+            funcs.get_functions(
+                ["A", "B", "C", "D", "a", "b", "aa", "bb", "cc", "dd"],
+            ),
+            funcs.get_functions(
+                [
+                    "init_to_pre1",
+                    "grasp_to_move",
+                    "move_to_rotation",
+                    "rotation_back_to_move",
+                    "move_back_to_grasp",
+                    "grasp_back_to_pre1",
+                    "init_to_monitor",
+                    "left_arm_go_back",
+                    "lopen",
+                    "ropen",
+                ],
+            ),
+            vis_graph=False,
+        )
+
+    def test_hook_and_gantt(self):
+        conf = load_json(os.path.join("configs", "gym", "action_bank", "conf.json"))
+        action_bank = FakePourwaterActionBank(conf)
+        print(get_func_tag("node").functions[action_bank.__class__.__name__])
+        _, jobs_data, jobkey2index = action_bank.parse_network(
+            get_func_tag("node").functions[action_bank.__class__.__name__],
+            get_func_tag("edge").functions[action_bank.__class__.__name__],
+            vis_graph=False,
+        )
+
+        action_bank.gantt(jobs_data, jobkey2index, vis=False)
+
+    def test_create_action_list(self):
+        np.random.seed(0)
+        conf = load_json(os.path.join("configs", "gym", "action_bank", "conf.json"))
+        action_bank = FakePourwaterActionBank(conf)
+        graph_compose, jobs_data, jobkey2index = action_bank.parse_network(
+            get_func_tag("node").functions[action_bank.__class__.__name__],
+            get_func_tag("edge").functions[action_bank.__class__.__name__],
+            vis_graph=False,
+        )
+        env = FakePourwaterEnv()
+        packages = action_bank.gantt(jobs_data, jobkey2index, vis=False)
+        ret = action_bank.create_action_list(env, graph_compose, packages)
+
+        assert (
+            np.linalg.norm(ret["left_arm"][:, 3:10] - ret["left_arm"][:, 3:4]) <= 1e-6
+        )  # padding.
+        assert (
+            np.linalg.norm(ret["right_arm"][:, 3:6] - env.move_to_rotation) <= 1e-6
+        )  # rotation_back_to_move
+
+    def test_bad_conf(self):
+        np.random.seed(0)
+        conf = load_json(os.path.join("configs", "gym", "action_bank", "conf.json"))
+        conf["node"]["right_arm"] = [
+            {
+                "init_to_pre1": {
+                    "src": "home_qpos",
+                    "sink": "bottle_pre1_pose",
+                    "duration": 1,
+                    "kwargs": {},
+                },
+                "grasp_to_move": {
+                    "src": "bottle_pre1_pose",
+                    "sink": "bottle_grasp",
+                    "duration": 2,
+                    "kwargs": {},
+                },
+            }
+        ]
+        action_bank = FakePourwaterActionBank(conf)
+        self.assertRaises(
+            ValueError,
+            action_bank.parse_network,
+            get_func_tag("node").functions[action_bank.__class__.__name__],
+            get_func_tag("edge").functions[action_bank.__class__.__name__],
+            vis_graph=False,
+        )
+
+
+if __name__ == "__main__":
+    # `unittest.main()` is the standard usage to start testing, here we use a customed
+    # TestLoader to keep executing order of functions the same as their writing order
+
+    unittest.main(testLoader=OrderedTestLoader())
diff --git a/tests/datasets/test_online_training.py b/tests/datasets/test_online_training.py
new file mode 100644
index 00000000..1e05daa4
--- /dev/null
+++ b/tests/datasets/test_online_training.py
@@ -0,0 +1,102 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import unittest
+import sys
+from pathlib import Path
+
+sys.path.append(str(Path(__file__).parent.parent))
+from common import UnittestMetaclass, OrderedTestLoader
+from embodichain.data.data_engine.online.engine import OnlineEngine
+import numpy as np
+from tqdm import tqdm
+import time
+
+
+class TestDataDictExtractor(unittest.TestCase, metaclass=UnittestMetaclass):
+    datacenter_backup = Path("/tmp/datacenter_test")
+    base_url = "http://192.168.3.120/MixedAI/"
+
+    def setUp(self) -> None:
+        pass
+
+    def tearDown(self) -> None:
+        pass
+
+    def test_online_generation(
+        self,
+    ):
+        from embodichain.utils.logger import log_warning
+        from embodichain.data.data_engine.online.online_generator import (
+            OnlineGenerator,
+        )
+
+        log_warning("Start online data generation.")
+
+        online_config = {
+            "episode_limit": 4,
+            "max_sample_num": 100,
+            "port": 5566,
+            "buffer_size": 4,
+            "max_limit_gb": 5,
+        }
+        online_callback = OnlineGenerator(**online_config)
+        generator_func = lambda **kwargs: [{"data": np.random.randn(1000, 1000)}]
+        online_callback.generator(generator_func, loop_times=2)
+        online_callback.empty_memory()
+
+    def test_sample_data(self):
+
+        from embodichain.utils.logger import log_warning
+        import threading
+        from embodichain.data.data_engine.online.online_generator import (
+            OnlineGenerator,
+        )
+
+        log_warning("Start online data generation.")
+
+        online_config = {
+            "episode_limit": 4,
+            "max_sample_num": 100,
+            "port": 7788,
+            "buffer_size": 4,
+            "max_limit_gb": 5,
+        }
+        online_callback = OnlineGenerator(**online_config)
+        data_o = np.random.randn(1000, 1000)
+        generator_func = lambda **kwargs: [{"data": data_o}]
+
+        thread = threading.Thread(
+            target=online_callback.generator,
+            kwargs={"generate_func": generator_func, "loop_times": 2},
+            daemon=True,
+        )
+        thread.start()
+        time.sleep(1.0)
+
+        callback = OnlineEngine(**online_config)
+        callback.start()
+        time.sleep(1.0)
+        for i in tqdm(range(5)):
+            data = callback.sample_data()
+            assert data.sum() == data_o.sum()
+
+
+if __name__ == "__main__":
+    # `unittest.main()` is the standard usage to start testing, here we use a customed
+    # TestLoader to keep executing order of functions the same as their writing order
+
+    unittest.main(testLoader=OrderedTestLoader())
diff --git a/tests/gym/envs/test_base_env.py b/tests/gym/envs/test_base_env.py
new file mode 100644
index 00000000..beab6a89
--- /dev/null
+++ b/tests/gym/envs/test_base_env.py
@@ -0,0 +1,182 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import torch
+import pytest
+import numpy as np
+import gymnasium as gym
+
+from embodichain.lab.gym.envs import BaseEnv, EnvCfg
+from embodichain.lab.sim.objects import RigidObject, Robot
+from embodichain.lab.sim.shapes import CubeCfg
+from embodichain.lab.sim.cfg import (
+    RobotCfg,
+    JointDrivePropertiesCfg,
+    RigidObjectCfg,
+    RigidBodyAttributesCfg,
+)
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.data import get_data_path
+
+NUM_ENVS = 10
+
+
+@register_env("RandomReach-v1", max_episode_steps=100, override=True)
+class RandomReachEnv(BaseEnv):
+
+    robot_init_qpos = np.array(
+        [1.57079, -1.57079, 1.57079, -1.57079, -1.57079, -3.14159]
+    )
+
+    def __init__(
+        self,
+        num_envs=1,
+        drive_type="force",
+        headless=False,
+        device="cpu",
+        **kwargs,
+    ):
+        self.drive_type = drive_type
+
+        env_cfg = EnvCfg(
+            sim_cfg=SimulationManagerCfg(
+                headless=headless, arena_space=2.0, sim_device=device
+            ),
+            num_envs=num_envs,
+        )
+
+        super().__init__(
+            cfg=env_cfg,
+            **kwargs,
+        )
+
+    def _setup_robot(self, **kwargs):
+        file_path = get_data_path("UniversalRobots/UR10/UR10.urdf")
+
+        robot: Robot = self.sim.add_robot(
+            cfg=RobotCfg(
+                uid="UR10",
+                fpath=file_path,
+                init_pos=(0, 0, 1),
+                init_qpos=self.robot_init_qpos,
+                drive_pros=JointDrivePropertiesCfg(drive_type=self.drive_type),
+            )
+        )
+
+        qpos_limits = robot.body_data.qpos_limits[0].cpu().numpy()
+        self.single_action_space = gym.spaces.Box(
+            low=qpos_limits[:, 0], high=qpos_limits[:, 1], dtype=np.float32
+        )
+
+        return robot
+
+    def _prepare_scene(self, **kwargs):
+        size = 0.03
+        # Create a kinematic cube object without collision.
+        # Currently, we use this workaround for visualization purposes.
+        self.cube: RigidObject = self.sim.add_rigid_object(
+            cfg=RigidObjectCfg(
+                uid="cube",
+                shape=CubeCfg(size=[size, size, size]),
+                attrs=RigidBodyAttributesCfg(enable_collision=False),
+                init_pos=(0.0, 0.0, 0.5),
+                body_type="kinematic",
+            ),
+        )
+
+    def _update_sim_state(self, **kwargs):
+        pose = torch.eye(4, device=self.device)
+        pose = pose.unsqueeze_(0).repeat(self.num_envs, 1, 1)
+        pose[:, :3, 3] += torch.rand(self.num_envs, 3, device=self.device) * 0.5 - 0.25
+        self.cube.set_local_pose(pose=pose)
+
+    def _step_action(self, action):
+        self.robot.set_qpos(qpos=action)
+        return action
+
+    def _extend_obs(self, obs, **kwargs):
+        obs["cube_position"] = self.cube.get_local_pose()[:, :3]
+        return obs
+
+
+class BaseEnvTest:
+    """Shared test logic for CPU and CUDA."""
+
+    def setup_simulation(self, sim_device):
+        self.env = gym.make(
+            "RandomReach-v1",
+            num_envs=NUM_ENVS,
+            headless=True,
+            device=sim_device,
+        )
+
+    def test_env_rollout(self):
+        """Test environment rollout."""
+        for episode in range(2):
+            print("Episode:", episode)
+            obs, info = self.env.reset()
+
+            for i in range(2):
+                action = self.env.action_space.sample()
+                action = torch.as_tensor(
+                    action, dtype=torch.float32, device=self.env.device
+                )
+
+                init_pose = self.env.robot_init_qpos
+                init_pose = (
+                    torch.as_tensor(
+                        init_pose, dtype=torch.float32, device=self.env.device
+                    )
+                    .unsqueeze_(0)
+                    .repeat(self.env.num_envs, 1)
+                )
+                action = (
+                    init_pose
+                    + torch.rand_like(
+                        action, dtype=torch.float32, device=self.env.device
+                    )
+                    * 0.2
+                    - 0.1
+                )
+
+                obs, reward, done, truncated, info = self.env.step(action)
+
+        assert reward.shape == (
+            self.env.num_envs,
+        ), f"Expected reward shape ({self.env.num_envs},), got {reward.shape}"
+        assert done.shape == (
+            self.env.num_envs,
+        ), f"Expected done shape ({self.env.num_envs},), got {done.shape}"
+        assert truncated.shape == (
+            self.env.num_envs,
+        ), f"Expected truncated shape ({self.env.num_envs},), got {truncated.shape}"
+        assert (
+            obs.get("cube_position") is not None
+        ), "Expected 'cube_position' in the obs dict"
+        assert obs.get("robot") is not None, "Expected 'robot' in the obs dict"
+
+
+class TestBaseEnvCPU(BaseEnvTest):
+    def setup_method(self):
+        self.setup_simulation("cpu")
+
+
+@pytest.mark.skip(reason="Skipping CUDA tests temporarily")
+class TestBaseEnvCUDA(BaseEnvTest):
+    def setup_method(self):
+        self.setup_simulation("cuda")
diff --git a/tests/gym/envs/test_embodied_env.py b/tests/gym/envs/test_embodied_env.py
new file mode 100644
index 00000000..feb4bc5b
--- /dev/null
+++ b/tests/gym/envs/test_embodied_env.py
@@ -0,0 +1,163 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import torch
+import pytest
+import numpy as np
+import gymnasium as gym
+
+from embodichain.lab.gym.envs import EmbodiedEnvCfg
+from embodichain.lab.sim.objects import RigidObject, Robot
+from embodichain.lab.gym.utils.gym_utils import config_to_cfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.data import get_data_path
+
+NUM_ENVS = 10
+
+urdf_path = get_data_path("UniversalRobots/UR5/UR5.urdf")
+METADATA = {
+    "id": "EmbodiedEnv-v1",
+    "max_episodes": 1,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [500000.0, 1500000.0],
+                },
+            }
+        }
+    },
+    "sensor": [
+        {
+            "sensor_type": "Camera",
+            "width": 640,
+            "height": 480,
+            "enable_mask": True,
+            "enable_depth": True,
+            "extrinsics": {
+                "eye": [0.0, 0.0, 1.0],
+                "target": [0.0, 0.0, 0.0],
+            },
+        }
+    ],
+    "robot": {
+        "fpath": urdf_path,
+        "drive_pros": {"stiffness": {"joint[1-6]": 200.0}},
+        "solver_cfg": {
+            "class_type": "PytorchSolver",
+            "end_link_name": "ee_link",
+            "root_link_name": "base_link",
+        },
+        "init_pos": [0.0, 0.3, 1.0],
+    },
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 1000000.0,
+                "init_pos": [0, 0, 2],
+                "radius": 10.0,
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "shop_table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "ShopTableSimple/shop_table_simple.ply",
+            },
+            "max_convex_hull_num": 2,
+            "attrs": {"mass": 10.0},
+            "body_scale": (2, 1.6, 1),
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid": "paper_cup",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "PaperCup/paper_cup.ply",
+            },
+            "body_scale": (0.75, 0.75, 1.0),
+            "init_pos": (0.0, 0.0, 1.0),
+        }
+    ],
+    "articulation": [
+        {
+            "uid": "sliding_box_drawer",
+            "fpath": "SlidingBoxDrawer/SlidingBoxDrawer.urdf",
+            "init_pos": (0.5, 0.0, 0.5),
+        }
+    ],
+}
+
+
+class EmbodiedEnvTest:
+    """Shared test logic for CPU and CUDA."""
+
+    def setup_simulation(self, sim_device):
+        cfg: EmbodiedEnvCfg = config_to_cfg(METADATA)
+        cfg.num_envs = NUM_ENVS
+        cfg.sim_cfg = SimulationManagerCfg(headless=True, sim_device=sim_device)
+
+        self.env = gym.make(id=METADATA["id"], cfg=cfg)
+
+    def test_env_rollout(self):
+        """Test environment rollout."""
+        for episode in range(2):
+            print("Episode:", episode)
+            obs, info = self.env.reset()
+
+            for i in range(2):
+                action = self.env.action_space.sample()
+                action = torch.as_tensor(
+                    action, dtype=torch.float32, device=self.env.device
+                )
+
+                obs, reward, done, truncated, info = self.env.step(action)
+
+        assert reward.shape == (
+            self.env.num_envs,
+        ), f"Expected reward shape ({self.env.num_envs},), got {reward.shape}"
+        assert done.shape == (
+            self.env.num_envs,
+        ), f"Expected done shape ({self.env.num_envs},), got {done.shape}"
+        assert truncated.shape == (
+            self.env.num_envs,
+        ), f"Expected truncated shape ({self.env.num_envs},), got {truncated.shape}"
+        assert obs.get("robot") is not None, "Expected 'robot' info in the info dict"
+
+
+class TestCPU(EmbodiedEnvTest):
+    def setup_method(self):
+        self.setup_simulation("cpu")
+
+
+@pytest.mark.skip(reason="Skipping CUDA tests temporarily")
+class TestCUDA(EmbodiedEnvTest):
+    def setup_method(self):
+        self.setup_simulation("cuda")
diff --git a/tests/sim/objects/test_articulation.py b/tests/sim/objects/test_articulation.py
new file mode 100644
index 00000000..d233f8f9
--- /dev/null
+++ b/tests/sim/objects/test_articulation.py
@@ -0,0 +1,198 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+from numpy import mat
+import torch
+import pytest
+
+from embodichain.lab.sim import (
+    SimulationManager,
+    SimulationManagerCfg,
+    VisualMaterialCfg,
+)
+from embodichain.lab.sim.objects import Articulation
+from embodichain.lab.sim.cfg import ArticulationCfg
+from embodichain.data import get_data_path
+from dexsim.types import ActorType
+
+ART_PATH = "AiLiMu_BoxDrawer/AiLiMu_BoxDrawer.urdf"
+NUM_ARENAS = 10
+
+
+class BaseArticulationTest:
+    """Shared test logic for CPU and CUDA."""
+
+    def setup_simulation(self, sim_device):
+        config = SimulationManagerCfg(headless=True, sim_device=sim_device)
+        self.sim = SimulationManager(config)
+        self.sim.build_multiple_arenas(NUM_ARENAS)
+        self.sim.set_manual_update(True)
+
+        art_path = get_data_path(ART_PATH)
+        assert os.path.isfile(art_path)
+
+        cfg_dict = {"fpath": art_path}
+        self.art: Articulation = self.sim.add_articulation(
+            cfg=ArticulationCfg.from_dict(cfg_dict)
+        )
+
+        if sim_device == "cuda" and getattr(self.sim, "is_use_gpu_physics", False):
+            self.sim.init_gpu_physics()
+
+    def test_local_pose_behavior(self):
+        """Test set_local_pose and get_local_pose:
+        - Drawer pose is correctly set
+        """
+
+        # Set initial poses
+        pose = torch.eye(4, device=self.sim.device)
+        pose[2, 3] = 1.0
+        pose = pose.unsqueeze(0).repeat(NUM_ARENAS, 1, 1)
+
+        self.art.set_local_pose(pose, env_ids=None)
+
+        # --- Check poses immediately after setting
+        xyz = self.art.get_local_pose()[0, :3]
+
+        expected_pos = torch.tensor(
+            [0.0, 0.0, 1.0], device=self.sim.device, dtype=torch.float32
+        )
+        assert torch.allclose(
+            xyz, expected_pos, atol=1e-5
+        ), f"FAIL: Drawer pose not set correctly: {xyz.tolist()}"
+
+    def test_control_api(self):
+        """Test control API for setting and getting joint positions."""
+        # Set initial joint positions
+        qpos_zero = torch.zeros(
+            (NUM_ARENAS, self.art.dof), dtype=torch.float32, device=self.sim.device
+        )
+        qpos = qpos_zero.clone()
+        qpos[:, -1] = 0.1
+
+        # Test setting joint positions directly.
+        self.art.set_qpos(qpos, env_ids=None, target=False)
+        target_qpos = self.art.body_data.qpos
+        assert torch.allclose(
+            target_qpos, qpos, atol=1e-5
+        ), f"FAIL: Joint positions not set correctly: {target_qpos.tolist()}"
+
+        self.art.set_qpos(qpos=qpos_zero, env_ids=None, target=False)
+
+        # Test setting joint positions with target=True
+        self.art.set_qpos(qpos, env_ids=None, target=True)
+        self.sim.update(step=100)
+        target_qpos = self.art.body_data.qpos
+        assert torch.allclose(
+            target_qpos, qpos, atol=1e-5
+        ), f"FAIL: Joint positions not set correctly with target=True: {target_qpos.tolist()}"
+
+        self.art.set_qpos(qpos=qpos_zero, env_ids=None, target=False)
+        self.art.clear_dynamics()
+
+        # Test setting joint forces
+        qf = torch.ones(
+            (NUM_ARENAS, self.art.dof), dtype=torch.float32, device=self.sim.device
+        )
+        self.art.set_qf(qf, env_ids=None)
+        target_qf = self.art.body_data.qf
+        assert torch.allclose(
+            target_qf, qf, atol=1e-5
+        ), f"FAIL: Joint forces not set correctly: {target_qf.tolist()}"
+        print("Applying joint forces...")
+        print(f"qpos before applying force: {qpos_zero.tolist()}")
+        print(f"qf before applying force: {qf.tolist()}")
+
+        self.sim.update(step=100)
+        target_qpos = self.art.body_data.qpos
+        print(f"target_qpos: {target_qpos}")
+        print(f"qpos_zero: {qpos_zero}")
+        print("qpos diff:", target_qpos - qpos_zero)
+        # check target_qpos is greater than qpos
+        assert torch.any(
+            (target_qpos - qpos_zero).abs() > 1e-4
+        ), f"FAIL: Target qpos did not change after applying force: {target_qpos.tolist()}"
+
+    def test_set_visual_material(self):
+        """Test setting visual material properties."""
+        # Create blue material
+        blue_mat = self.sim.create_visual_material(
+            cfg=VisualMaterialCfg(base_color=[0.0, 0.0, 1.0, 1.0])
+        )
+
+        self.art.set_visual_material(blue_mat, link_names=["outer_box", "handle_xpos"])
+
+        mat_insts = self.art.get_visual_material_inst()
+
+        assert (
+            len(mat_insts) == 10
+        ), f"FAIL: Expected 10 material instances, got {len(mat_insts)}"
+        assert (
+            "outer_box" in mat_insts[0]
+        ), "FAIL: 'outer_box' not in material instances"
+        assert (
+            "handle_xpos" in mat_insts[0]
+        ), "FAIL: 'handle_xpos' not in material instances"
+        assert mat_insts[0]["outer_box"].base_color == [
+            0.0,
+            0.0,
+            1.0,
+            1.0,
+        ], f"FAIL: 'outer_box' base color not set correctly: {mat_insts[0]['outer_box'].base_color}"
+        assert mat_insts[0]["handle_xpos"].base_color == [
+            0.0,
+            0.0,
+            1.0,
+            1.0,
+        ], f"FAIL: 'handle_xpos' base color not set correctly: {mat_insts[0]['handle_xpos'].base_color}"
+
+    # TODO: Open this test will cause segfault in CI env
+    # def test_get_link_pose(self):
+    #     """Test getting link poses."""
+    #     poses = self.art.get_link_pose(link_name="handle_xpos", to_matrix=False)
+    #     assert poses.shape == (
+    #         NUM_ARENAS,
+    #         7,
+    #     ), f"FAIL: Expected poses shape {(NUM_ARENAS, 7)}, got {poses.shape}"
+
+    def test_remove_articulation(self):
+        """Test removing an articulation from the simulation."""
+        self.sim.remove_asset(self.art.uid)
+        assert (
+            self.art.uid not in self.sim.asset_uids
+        ), "FAIL: Articulation UID still present after removal"
+
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.sim.destroy()
+
+
+class TestArticulationCPU(BaseArticulationTest):
+    def setup_method(self):
+        self.setup_simulation("cpu")
+
+
+@pytest.mark.skip(reason="Skipping CUDA tests temporarily")
+class TestArticulationCUDA(BaseArticulationTest):
+    def setup_method(self):
+        self.setup_simulation("cuda")
+
+
+if __name__ == "__main__":
+    test = TestArticulationCPU()
+    test.setup_method()
+    test.test_set_visual_material()
diff --git a/tests/sim/objects/test_light.py b/tests/sim/objects/test_light.py
new file mode 100644
index 00000000..8f61fce3
--- /dev/null
+++ b/tests/sim/objects/test_light.py
@@ -0,0 +1,155 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import pytest
+import torch
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import LightCfg
+
+
+class TestLight:
+    def setup_method(self):
+        # Setup SimulationManager
+        config = SimulationManagerCfg(headless=True, sim_device="cpu")
+        self.sim = SimulationManager(config)
+        self.sim.build_multiple_arenas(10)
+        # sim.set_manual_update(True)
+        # Create batch of lights
+        cfg_dict = {
+            "light_type": "point",
+            "color": [0.1, 0.1, 0.1],
+            "radius": 10.0,
+            "position": [0.0, 0.0, 2.0],
+            "uid": "point_light",
+        }
+        self.light = self.sim.add_light(cfg=LightCfg.from_dict(cfg_dict))
+
+    def test_set_color_with_env_ids(self):
+        """Test set_color with and without env_ids."""
+        base_color = torch.tensor([0.1, 0.1, 0.1], device=self.sim.device)
+
+        # Set for all environments
+        try:
+            self.light.set_color(base_color)
+        except Exception as e:
+            pytest.fail(f"Failed to set color for all envs: {e}")
+
+        # Set for specific envs
+        env_ids = [1, 3, 5]
+        new_color = torch.tensor([0.9, 0.8, 0.7], device=self.sim.device)
+        try:
+            self.light.set_color(new_color, env_ids=env_ids)
+        except Exception as e:
+            pytest.fail(f"Failed to set color for env_ids={env_ids}: {e}")
+
+    def test_set_falloff_with_env_ids(self):
+        """Test set_falloff with and without env_ids."""
+        base_val = torch.tensor(100.0, device=self.sim.device)
+
+        # Set for all
+        try:
+            self.light.set_falloff(base_val)
+        except Exception as e:
+            pytest.fail(f"Failed to set falloff for all envs: {e}")
+
+        env_ids = [0, 7, 9]
+        new_vals = torch.tensor([200.0, 300.0, 400.0], device=self.sim.device)
+        try:
+            self.light.set_falloff(new_vals, env_ids=env_ids)
+        except Exception as e:
+            pytest.fail(f"Failed to set falloff for env_ids={env_ids}: {e}")
+
+    def test_set_and_get_local_pose_matrix_and_vector(self):
+        """
+        Test setting and getting local pose in both matrix and vector forms.
+
+        1. Set all lights to identity pose (4x4 matrix)
+        2. Overwrite subset of lights (env_ids) with custom pose
+        3. Check both vector and matrix results match expectations
+        """
+
+        # ----------------------------
+        # 1. Set all lights to identity matrix
+        # ----------------------------
+        pose_matrix = torch.eye(4, device=self.sim.device)
+        try:
+            self.light.set_local_pose(pose_matrix, to_matrix=True)
+        except Exception as e:
+            pytest.fail(f"Failed to set pose matrix for all envs: {e}")
+
+        result_matrix = self.light.get_local_pose(to_matrix=True)
+        assert result_matrix.shape == (
+            10,
+            4,
+            4,
+        ), "Unexpected shape from get_local_pose(to_matrix=True)"
+        for i, mat in enumerate(result_matrix):
+            assert torch.allclose(
+                mat, pose_matrix, atol=1e-5
+            ), f"Initial matrix pose mismatch at env {i}"
+
+        # ----------------------------
+        # 2. Set translation via matrix for selected env_ids
+        # ----------------------------
+        env_ids = [2, 4, 6]
+        pose_matrix_2 = (
+            torch.eye(4, device=self.sim.device).unsqueeze(0).repeat(len(env_ids), 1, 1)
+        )
+        pose_matrix_2[:, 0, 3] = 1.0
+        pose_matrix_2[:, 1, 3] = 2.0
+        pose_matrix_2[:, 2, 3] = 3.0
+
+        try:
+            self.light.set_local_pose(pose_matrix_2, env_ids=env_ids, to_matrix=True)
+        except Exception as e:
+            pytest.fail(f"Failed to set pose matrix for env_ids={env_ids}: {e}")
+
+        # ----------------------------
+        # 3. Check vector form after env_ids modification
+        # ----------------------------
+        result_vec = self.light.get_local_pose(to_matrix=False)
+        assert result_vec.shape == (
+            10,
+            3,
+        ), "Unexpected shape from get_local_pose(to_matrix=False)"
+
+        for i in range(10):
+            expected = (
+                torch.tensor([1.0, 2.0, 3.0], device=self.sim.device)
+                if i in env_ids
+                else torch.tensor([0.0, 0.0, 0.0], device=self.sim.device)
+            )
+            assert torch.allclose(
+                result_vec[i], expected, atol=1e-5
+            ), f"Translation vector mismatch at env {i}"
+
+        # ----------------------------
+        # 4. Verify matrix form translation field
+        # ----------------------------
+        result_matrix = self.light.get_local_pose(to_matrix=True)
+        for i in range(10):
+            expected = (
+                torch.tensor([1.0, 2.0, 3.0], device=self.sim.device)
+                if i in env_ids
+                else torch.tensor([0.0, 0.0, 0.0], device=self.sim.device)
+            )
+            assert torch.allclose(
+                result_matrix[i][:3, 3], expected, atol=1e-5
+            ), f"Translation matrix mismatch at env {i}"
+
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.sim.destroy()
diff --git a/tests/sim/objects/test_rigid_object.py b/tests/sim/objects/test_rigid_object.py
new file mode 100644
index 00000000..f57f8a91
--- /dev/null
+++ b/tests/sim/objects/test_rigid_object.py
@@ -0,0 +1,280 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import torch
+import pytest
+
+from embodichain.lab.sim import (
+    SimulationManager,
+    SimulationManagerCfg,
+    VisualMaterialCfg,
+)
+from embodichain.lab.sim.objects import RigidObject
+from embodichain.lab.sim.cfg import RigidObjectCfg
+from embodichain.lab.sim.shapes import MeshCfg
+from embodichain.data import get_data_path
+from dexsim.types import ActorType
+
+DUCK_PATH = "ToyDuck/toy_duck.glb"
+TABLE_PATH = "ShopTableSimple/shop_table_simple.ply"
+CHAIR_PATH = "Chair/chair.glb"
+NUM_ARENAS = 2
+Z_TRANSLATION = 2.0
+
+
+class BaseRigidObjectTest:
+    """Shared test logic for CPU and CUDA."""
+
+    def setup_simulation(self, sim_device):
+        config = SimulationManagerCfg(headless=True, sim_device=sim_device)
+        self.sim = SimulationManager(config)
+        self.sim.build_multiple_arenas(NUM_ARENAS)
+        self.sim.set_manual_update(True)
+
+        duck_path = get_data_path(DUCK_PATH)
+        assert os.path.isfile(duck_path)
+        table_path = get_data_path(TABLE_PATH)
+        assert os.path.isfile(table_path)
+        chair_path = get_data_path(CHAIR_PATH)
+        assert os.path.isfile(chair_path)
+
+        cfg_dict = {
+            "uid": "duck",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": duck_path,
+            },
+            "body_type": "dynamic",
+        }
+        self.duck: RigidObject = self.sim.add_rigid_object(
+            cfg=RigidObjectCfg.from_dict(cfg_dict),
+        )
+        self.table: RigidObject = self.sim.add_rigid_object(
+            cfg=RigidObjectCfg(
+                uid="table", shape=MeshCfg(fpath=table_path), body_type="static"
+            ),
+        )
+        self.chair: RigidObject = self.sim.add_rigid_object(
+            cfg=RigidObjectCfg(
+                uid="chair", shape=MeshCfg(fpath=chair_path), body_type="kinematic"
+            ),
+        )
+
+        if sim_device == "cuda" and getattr(self.sim, "is_use_gpu_physics", False):
+            self.sim.init_gpu_physics()
+
+        self.sim.enable_physics(True)
+
+    def test_is_static(self):
+        """Test the is_static() method of duck, table, and chair objects."""
+        assert not self.duck.is_static, "Duck should be dynamic but is marked static"
+        assert self.table.is_static, "Table should be static but is marked dynamic"
+        assert (
+            not self.chair.is_static
+        ), "Chair should be kinematic but is marked static"
+
+    def test_local_pose_behavior(self):
+        """Test set_local_pose and get_local_pose:
+        - duck pose is correctly set
+        - duck falls after physics update
+        - table stays in place throughout
+        - chair is kinematic and does not move
+        """
+
+        # Set initial poses
+        pose_duck = torch.eye(4, device=self.sim.device)
+        pose_duck[2, 3] = Z_TRANSLATION
+        pose_duck = pose_duck.unsqueeze(0).repeat(NUM_ARENAS, 1, 1)
+
+        pose_table = torch.eye(4, device=self.sim.device)
+        pose_table = pose_table.unsqueeze(0).repeat(NUM_ARENAS, 1, 1)
+
+        pose_chair = torch.eye(4, device=self.sim.device)
+        pose_chair[0, 3] = 1.0
+        pose_chair[1, 3] = 2.0
+        pose_chair = pose_chair.unsqueeze(0).repeat(NUM_ARENAS, 1, 1)
+
+        self.duck.set_local_pose(pose_duck)
+        self.table.set_local_pose(pose_table)
+        self.chair.set_local_pose(pose_chair)
+
+        # --- Check poses immediately after setting
+        duck_xyz = self.duck.get_local_pose()[0, :3]
+        table_xyz = self.table.get_local_pose()[0, :3]
+        chair_xyz = self.chair.get_local_pose()[0, :3]
+
+        expected_duck_pos = torch.tensor(
+            [0.0, 0.0, Z_TRANSLATION], device=self.sim.device, dtype=torch.float32
+        )
+        expected_table_pos = torch.tensor(
+            [0.0, 0.0, 0.0], device=self.sim.device, dtype=torch.float32
+        )
+        expected_chair_pos = torch.tensor(
+            [1.0, 2.0, 0.0], device=self.sim.device, dtype=torch.float32
+        )
+
+        assert torch.allclose(
+            duck_xyz, expected_duck_pos, atol=1e-5
+        ), f"FAIL: Duck pose not set correctly: {duck_xyz.tolist()}"
+        assert torch.allclose(
+            table_xyz, expected_table_pos, atol=1e-5
+        ), f"FAIL: Table pose not set correctly: {table_xyz.tolist()}"
+        assert torch.allclose(
+            chair_xyz, expected_chair_pos, atol=1e-5
+        ), f"FAIL: Chair pose not set correctly: {chair_xyz.tolist()}"
+
+        # --- Step simulation
+        for _ in range(10):
+            self.sim.update(0.01)
+
+        # --- Post-update checks
+        duck_z_after = self.duck.get_local_pose()[0, 2].item()
+        table_xyz_after = self.table.get_local_pose()[0, :3].tolist()
+        chair_xyz_after = self.chair.get_local_pose()[0, :3]
+
+        assert (
+            duck_z_after < Z_TRANSLATION
+        ), f"FAIL: Duck did not fall: z = {duck_z_after:.3f}"
+        assert all(
+            abs(x) < 1e-5 for x in table_xyz_after
+        ), f"FAIL: Table moved unexpectedly: {table_xyz_after}"
+        assert torch.allclose(
+            chair_xyz_after, expected_chair_pos, atol=1e-5
+        ), f"FAIL: Chair pose changed unexpectedly: {chair_xyz_after.tolist()}"
+
+    def test_add_force_torque(self):
+        """Test that add_force applies force correctly to the duck object."""
+
+        pose_before = self.duck.get_local_pose()
+
+        force = (
+            torch.tensor([10.0, 0.0, 0], device=self.sim.device)
+            .unsqueeze(0)
+            .repeat(NUM_ARENAS, 1)
+        )
+        self.duck.add_force_torque(force)
+
+        # Update simulation to apply the force
+        self.sim.update(0.01)
+
+        # Check if the duck's z position has changed
+        pose_after = self.duck.get_local_pose()
+        assert not torch.allclose(
+            pose_before, pose_after
+        ), "FAIL: Duck pose did not change after applying force"
+
+        pose_before = self.duck.get_local_pose()
+        torque = (
+            torch.tensor([0.0, 10.0, 0.0], device=self.sim.device)
+            .unsqueeze(0)
+            .repeat(NUM_ARENAS, 1)
+        )
+        self.duck.add_force_torque(None, torque=torque)
+
+        # Update simulation to apply the torque
+        self.sim.update(0.01)
+
+        pose_after = self.duck.get_local_pose()
+        assert not torch.allclose(
+            pose_before, pose_after
+        ), "FAIL: Duck pose did not change after applying torque"
+
+        # Test clear dynamics
+        self.duck.clear_dynamics()
+
+    def test_set_visual_material(self):
+        """Test that set_material correctly assigns the material to the duck."""
+
+        # Create blue material
+        blue_mat = self.sim.create_visual_material(
+            cfg=VisualMaterialCfg(base_color=[0.0, 0.0, 1.0, 1.0])
+        )
+
+        # Set it to the duck
+        self.duck.set_visual_material(blue_mat)
+
+        # # # Get material instances
+        material_list = self.duck.get_visual_material_inst()
+
+        # # Check correctness
+        assert isinstance(material_list, list), "get_material() did not return a list"
+        assert (
+            len(material_list) == NUM_ARENAS
+        ), f"Expected {NUM_ARENAS} materials, got {len(material_list)}"
+        for mat_inst in material_list:
+            assert mat_inst.base_color == [
+                0.0,
+                0.0,
+                1.0,
+                1.0,
+            ], f"Material base color incorrect: {mat_inst.base_color}"
+
+    def test_add_cube(self):
+        cfg_dict = {
+            "uid": "cube",
+            "shape": {
+                "shape_type": "Cube",
+            },
+            "body_type": "dynamic",
+        }
+        cube: RigidObject = self.sim.add_rigid_object(
+            cfg=RigidObjectCfg.from_dict(cfg_dict),
+        )
+
+    def test_add_sphere(self):
+        cfg_dict = {
+            "uid": "sphere",
+            "shape": {
+                "shape_type": "Sphere",
+            },
+            "body_type": "dynamic",
+        }
+        sphere: RigidObject = self.sim.add_rigid_object(
+            cfg=RigidObjectCfg.from_dict(cfg_dict),
+        )
+
+    def test_remove(self):
+        self.sim.remove_asset(self.duck.uid)
+
+        assert (
+            self.duck.uid not in self.sim.asset_uids
+        ), "Duck UID still present after removal"
+
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.sim.destroy()
+
+
+class TestRigidObjectCPU(BaseRigidObjectTest):
+    def setup_method(self):
+        self.setup_simulation("cpu")
+
+
+@pytest.mark.skip(reason="Skipping CUDA tests temporarily")
+class TestRigidObjectCUDA(BaseRigidObjectTest):
+    def setup_method(self):
+        self.setup_simulation("cuda")
+
+
+if __name__ == "__main__":
+    # pytest.main(["-s", __file__])
+    test = TestRigidObjectCPU()
+    test.setup_method()
+    test.test_set_visual_material()
+    from IPython import embed
+
+    embed()
diff --git a/tests/sim/objects/test_rigid_object_group.py b/tests/sim/objects/test_rigid_object_group.py
new file mode 100644
index 00000000..7ca12fb3
--- /dev/null
+++ b/tests/sim/objects/test_rigid_object_group.py
@@ -0,0 +1,132 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import torch
+import pytest
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import RigidObjectGroup
+from embodichain.lab.sim.cfg import RigidObjectGroupCfg, RigidObjectCfg
+from embodichain.lab.sim.shapes import MeshCfg
+from embodichain.data import get_data_path
+from dexsim.types import ActorType
+
+DUCK_PATH = "ToyDuck/toy_duck.glb"
+TABLE_PATH = "ShopTableSimple/shop_table_simple.ply"
+NUM_ARENAS = 4
+Z_TRANSLATION = 2.0
+
+
+class BaseRigidObjectGroupTest:
+    """Shared test logic for CPU and CUDA."""
+
+    def setup_simulation(self, sim_device):
+        config = SimulationManagerCfg(headless=True, sim_device=sim_device)
+        self.sim = SimulationManager(config)
+        self.sim.build_multiple_arenas(NUM_ARENAS)
+        self.sim.set_manual_update(True)
+
+        duck_path = get_data_path(DUCK_PATH)
+        assert os.path.isfile(duck_path)
+        table_path = get_data_path(TABLE_PATH)
+        assert os.path.isfile(table_path)
+
+        cfg_dict = {
+            "uid": "group",
+            "rigid_objects": {
+                "duck1": {
+                    "shape": {
+                        "shape_type": "Mesh",
+                        "fpath": duck_path,
+                    },
+                },
+                "duck2": {
+                    "shape": {
+                        "shape_type": "Mesh",
+                        "fpath": duck_path,
+                    },
+                },
+            },
+        }
+        self.obj_group: RigidObjectGroup = self.sim.add_rigid_object_group(
+            cfg=RigidObjectGroupCfg.from_dict(cfg_dict)
+        )
+
+        if sim_device == "cuda" and self.sim.is_use_gpu_physics:
+            self.sim.init_gpu_physics()
+
+        self.sim.enable_physics(True)
+
+    def test_local_pose_behavior(self):
+
+        # Set initial poses
+        pose_duck1 = torch.eye(4, device=self.sim.device)
+        pose_duck1[2, 3] = Z_TRANSLATION
+        pose_duck1 = pose_duck1.unsqueeze(0).repeat(NUM_ARENAS, 1, 1)
+
+        pose_duck2 = torch.eye(4, device=self.sim.device)
+        pose_duck2[2, 3] = Z_TRANSLATION
+        pose_duck2 = pose_duck2.unsqueeze(0).repeat(NUM_ARENAS, 1, 1)
+
+        combined_pose = torch.stack([pose_duck1, pose_duck2], dim=1)
+
+        self.obj_group.set_local_pose(combined_pose)
+        group_pos = self.obj_group.get_local_pose()[..., :3]
+        assert torch.allclose(
+            group_pos,
+            combined_pose[..., :3, 3],
+            atol=1e-5,
+        ), "FAIL: Local poses do not match after setting."
+
+    def test_get_user_ids(self):
+        """Test get_user_ids method."""
+        user_ids = self.obj_group.get_user_ids()
+
+        assert user_ids.shape == (NUM_ARENAS, self.obj_group.num_objects), (
+            f"Unexpected user_ids shape: {user_ids.shape}, "
+            f"expected ({NUM_ARENAS}, {self.obj_group.num_objects})"
+        )
+
+    def test_remove(self):
+        self.sim.remove_asset(self.obj_group.uid)
+
+        assert (
+            self.obj_group.uid not in self.sim.asset_uids
+        ), "Object group UID still present after removal"
+
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.sim.destroy()
+
+
+class TestRigidObjectGroupCPU(BaseRigidObjectGroupTest):
+    def setup_method(self):
+        self.setup_simulation("cpu")
+
+
+# TODO: Fix CUDA tests issue.
+@pytest.mark.skip(reason="Skipping CUDA tests temporarily")
+class TestRigidObjectGroupCUDA(BaseRigidObjectGroupTest):
+    def setup_method(self):
+        self.setup_simulation("cuda")
+
+
+if __name__ == "__main__":
+    # pytest.main(["-s", __file__])
+    test = TestRigidObjectGroupCPU()
+    test.setup_method()
+    test.test_local_pose_behavior()
diff --git a/tests/sim/objects/test_robot.py b/tests/sim/objects/test_robot.py
new file mode 100644
index 00000000..78a5ac3a
--- /dev/null
+++ b/tests/sim/objects/test_robot.py
@@ -0,0 +1,264 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import torch
+import pytest
+import numpy as np
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim.robots.dexforce_w1 import DexforceW1Cfg
+from embodichain.data import get_data_path
+
+
+# Define control parts
+CONTROL_PARTS = {
+    "left_arm": [
+        "LEFT_J1",
+        "LEFT_J2",
+        "LEFT_J3",
+        "LEFT_J4",
+        "LEFT_J5",
+        "LEFT_J6",
+        "LEFT_J7",
+    ],
+    "right_arm": [
+        "RIGHT_J1",
+        "RIGHT_J2",
+        "RIGHT_J3",
+        "RIGHT_J4",
+        "RIGHT_J5",
+        "RIGHT_J6",
+        "RIGHT_J7",
+    ],
+}
+
+# Base test class for CPU and CUDA
+class BaseRobotTest:
+    def setup_simulation(self, sim_device):
+        # Set up simulation with specified device (CPU or CUDA)
+        config = SimulationManagerCfg(headless=True, sim_device=sim_device)
+        self.sim = SimulationManager(config)
+        self.sim.build_multiple_arenas(10)  # NUM_ARENAS = 10
+        self.sim.set_manual_update(True)
+
+        cfg = DexforceW1Cfg.from_dict(
+            {
+                "uid": "dexforce_w1",
+                "version": "v021",
+                "arm_kind": "anthropomorphic",
+            }
+        )
+
+        self.robot: Robot = self.sim.add_robot(cfg=cfg)
+
+        # Initialize GPU physics if needed
+        if sim_device == "cuda" and getattr(self.sim, "is_use_gpu_physics", False):
+            self.sim.init_gpu_physics()
+
+    def test_get_joint_ids(self):
+        left_joint_ids = self.robot.get_joint_ids("left_arm")
+        right_joint_ids = self.robot.get_joint_ids("right_arm")
+
+        assert left_joint_ids == [
+            6,
+            8,
+            10,
+            12,
+            14,
+            16,
+            18,
+        ], f"Unexpected left arm joint IDs: {left_joint_ids}"
+        assert right_joint_ids == [
+            7,
+            9,
+            11,
+            13,
+            15,
+            17,
+            19,
+        ], f"Unexpected right arm joint IDs: {right_joint_ids}"
+
+    @pytest.mark.parametrize("arm_name", ["left_arm", "right_arm"])
+    def test_fk(self, arm_name: str):
+        # Test forward kinematics (FK) for both to_matrix=True and to_matrix=False
+
+        qpos = torch.randn(10, 7, device=self.sim.device)  # Random joint positions
+
+        # Test with to_matrix=False (6D result: translation + Euler angles)
+        result_7d = self.robot.compute_fk(qpos=qpos, name=arm_name, to_matrix=False)
+
+        # Check result shape for 6D output (batch, 6)
+        assert result_7d.shape == (
+            10,
+            7,
+        ), f"Expected shape (10, 7), got {result_7d.shape}"
+
+        # Test with to_matrix=True (4x4 matrix result)
+        result_matrix = self.robot.compute_fk(qpos=qpos, name=arm_name, to_matrix=True)
+        print("result_matrix:", result_matrix)
+        # Check result shape for matrix output (batch, 4, 4)
+        assert result_matrix.shape == (
+            10,
+            4,
+            4,
+        ), f"Expected shape (10, 4, 4), got {result_matrix.shape}"
+
+    def test_compute_fk(self):
+        torch.set_printoptions(precision=6, sci_mode=False)
+        qpos = np.zeros(40)
+        result = self.robot.compute_fk(qpos=qpos, link_names=["left_ee", "right_ee"])
+
+        # Additional checks for specific values (if known)
+        expected_values = torch.tensor(
+            [
+                [
+                    [1.0, 0.0, 0.0, 0.0],
+                    [0.0, 0.0, 1.0, 0.791],
+                    [0.0, -1.0, 0.0, 1.3648],
+                    [0.0, 0.0, 0.0, 1.0],
+                ],
+                [
+                    [1.0, 0.0, 0.0, 0.0],
+                    [0.0, 0.0, -1.0, -0.791],
+                    [0.0, 1.0, 0.0, 1.3648],
+                    [0.0, 0.0, 0.0, 1.0],
+                ],
+            ],
+            dtype=torch.float32,
+        ).unsqueeze_(0)
+
+        assert torch.allclose(
+            result, expected_values, atol=1e-4, rtol=1e-4
+        ), f"FK result does not match expected values. Got {result}, expected {expected_values}."
+
+    def test_compute_jacobian(self):
+        qpos = np.full(7, 10 * np.pi / 180)
+
+        left_ee_jacobian = self.robot.compute_jacobian(
+            qpos=qpos, end_link_name="left_ee", root_link_name="left_arm_base"
+        )
+        right_ee_jacobian = self.robot.compute_jacobian(
+            qpos=qpos, end_link_name="right_ee", root_link_name="right_arm_base"
+        )
+
+        assert left_ee_jacobian.shape == (
+            1,
+            6,
+            7,
+        ), f"Expected shape (1, 6, 7) for left EE Jacobian, got {left_ee_jacobian.shape}"
+        assert right_ee_jacobian.shape == (
+            1,
+            6,
+            7,
+        ), f"Expected shape (1, 6, 7) for right EE Jacobian, got {right_ee_jacobian.shape}"
+
+    @pytest.mark.parametrize("arm_name", ["left_arm", "right_arm"])
+    def test_ik(self, arm_name: str):
+        # Test inverse kinematics (IK) with a 1x4x4 homogeneous matrix pose and a joint_seed
+
+        # Define a sample target pose as a 1x4x4 homogeneous matrix
+        target_pose = torch.tensor(
+            [
+                [-0.3490, -0.6369, -0.6874, -0.4502],
+                [0.2168, -0.7685, 0.6020, -0.0639],
+                [-0.9117, 0.0611, 0.4063, 0.3361],
+                [0.0000, 0.0000, 0.0000, 1.0000],
+            ],
+            dtype=torch.float32,
+            device=self.sim.device,
+        ).unsqueeze(0)
+
+        # Define joint_seed as a tensor of ones with shape (1, 7) for initialization
+        joint_seed = torch.ones(1, 7, device=self.sim.device)
+        success_tensor, qpos_tensor = self.robot.compute_ik(
+            pose=target_pose, name=arm_name, joint_seed=joint_seed, env_ids=[0]
+        )
+        print(f"Success: {success_tensor}, Qpos: {qpos_tensor}")
+
+        # Check output shapes robustly
+        assert success_tensor.shape == (
+            1,
+        ), f"Expected shape (1,), got {success_tensor.shape}"
+        assert isinstance(
+            qpos_tensor, torch.Tensor
+        ), "qpos_tensor should be a torch.Tensor"
+        # Accept both (1, 7) and (1, N, 7) shapes
+        if qpos_tensor.ndim == 2:
+            assert qpos_tensor.shape == (
+                1,
+                7,
+            ), f"Expected shape (1, 7), got {qpos_tensor.shape}"
+        elif qpos_tensor.ndim == 3:
+            assert (
+                qpos_tensor.shape[2] == 7
+            ), f"Expected dof 7, got {qpos_tensor.shape[2]}"
+            assert (
+                qpos_tensor.shape[0] == 1
+            ), f"Expected batch size 1, got {qpos_tensor.shape[0]}"
+            assert (
+                qpos_tensor.shape[1] >= 1
+            ), f"Expected at least one solution, got {qpos_tensor.shape[1]}"
+        else:
+            raise AssertionError(f"Unexpected qpos_tensor shape: {qpos_tensor.shape}")
+
+        # If success, check qpos is not all zeros
+        if success_tensor.item():
+            assert not torch.all(
+                qpos_tensor == 0
+            ), "IK returned all zeros for valid solution"
+
+    def test_mimic(self):
+
+        assert (
+            len(self.robot.mimic_ids) == 8
+        ), f"Expected 8 mimic IDs, got {len(self.robot.mimic_ids)}"
+
+        left_eef_ids_without_mimic = self.robot.get_joint_ids(
+            "left_eef", remove_mimic=False
+        )
+        right_eef_ids_without_mimic = self.robot.get_joint_ids(
+            "right_eef", remove_mimic=False
+        )
+        assert (
+            len(left_eef_ids_without_mimic) == 6
+        ), f"Expected 6 left eef joint IDs without mimic, got {len(left_eef_ids_without_mimic)}"
+        assert (
+            len(right_eef_ids_without_mimic) == 6
+        ), f"Expected 6 right eef joint IDs without mimic, got {len(right_eef_ids_without_mimic)}"
+
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.sim.destroy()
+
+
+class TestRobotCPU(BaseRobotTest):
+    def setup_method(self):
+        self.setup_simulation("cpu")
+
+
+@pytest.mark.skip(reason="Skipping CUDA tests temporarily")
+class TestRobotCUDA(BaseRobotTest):
+    def setup_method(self):
+        self.setup_simulation("cuda")
+
+
+if __name__ == "__main__":
+    # Run tests directly
+    test_cpu = TestRobotCPU()
+    test_cpu.setup_method()
+    test_cpu.test_fk("left_arm")
diff --git a/tests/sim/objects/test_soft_object.py b/tests/sim/objects/test_soft_object.py
new file mode 100644
index 00000000..9cbc31af
--- /dev/null
+++ b/tests/sim/objects/test_soft_object.py
@@ -0,0 +1,105 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+from dexsim.utility.path import get_resources_data_path
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import (
+    SoftbodyVoxelAttributesCfg,
+    SoftbodyPhysicalAttributesCfg,
+)
+from embodichain.lab.sim.shapes import MeshCfg
+from embodichain.lab.sim.objects import (
+    SoftObject,
+    SoftObjectCfg,
+)
+import pytest
+
+COW_PATH = get_resources_data_path("Model", "cow", "cow.obj")
+
+
+class BaseSoftObjectTest:
+    def setup_simulation(self):
+        sim_cfg = SimulationManagerCfg(
+            width=1920,
+            height=1080,
+            headless=True,
+            physics_dt=1.0 / 100.0,  # Physics timestep (100 Hz)
+            sim_device="cuda",
+            enable_rt=False,  # Enable ray tracing for better visuals
+        )
+
+        # Create the simulation instance
+        self.sim = SimulationManager(sim_cfg)
+
+        assert os.path.isfile(COW_PATH)
+
+        # Enable manual physics update for precise control
+        self.sim.set_manual_update(True)
+        self.n_envs = 4
+        # Build multiple arenas if requested
+        self.sim.build_multiple_arenas(self.n_envs, space=3.0)
+        # add softbody to the scene
+        self.cow: SoftObject = self.sim.add_soft_object(
+            cfg=SoftObjectCfg(
+                uid="cow",
+                shape=MeshCfg(
+                    fpath=get_resources_data_path("Model", "cow", "cow.obj"),
+                ),
+                init_pos=[0.0, 0.0, 3.0],
+                voxel_attr=SoftbodyVoxelAttributesCfg(
+                    simulation_mesh_resolution=8,
+                    maximal_edge_length=0.5,
+                ),
+                physical_attr=SoftbodyPhysicalAttributesCfg(
+                    youngs=1e6,
+                    poissons=0.45,
+                    density=100,
+                    dynamic_friction=0.1,
+                    min_position_iters=30,
+                ),
+            ),
+        )
+
+    def test_run_simulation(self):
+        self.sim.init_gpu_physics()
+        for _ in range(100):
+            self.sim.update(step=1)
+        self.cow.reset()
+        for _ in range(100):
+            self.sim.update(step=1)
+
+    def test_remove(self):
+        self.sim.remove_asset(self.cow.uid)
+        assert (
+            self.cow.uid not in self.sim._soft_objects
+        ), "Cow UID still present after removal"
+
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.sim.destroy()
+
+
+@pytest.mark.skip(reason="Skipping SoftObject test now")
+class TestSoftObjectCUDA(BaseSoftObjectTest):
+    def setup_method(self):
+        self.setup_simulation()
+
+
+if __name__ == "__main__":
+    test = TestSoftObjectCUDA()
+    test.setup_method()
+    test.test_run_simulation()
diff --git a/tests/sim/planners/test_motion_generator.py b/tests/sim/planners/test_motion_generator.py
new file mode 100644
index 00000000..67e17dcf
--- /dev/null
+++ b/tests/sim/planners/test_motion_generator.py
@@ -0,0 +1,251 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+import time
+import torch
+import pytest
+import numpy as np
+from copy import deepcopy
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim.robots import CobotMagicCfg
+
+from embodichain.lab.sim.planners.utils import TrajectorySampleMethod
+from embodichain.lab.sim.planners.motion_generator import MotionGenerator
+
+
+def to_numpy(tensor):
+    if isinstance(tensor, torch.Tensor):
+        tensor = tensor.detach().cpu()
+        if tensor.ndim == 3 and tensor.shape[0] == 1:
+            tensor = tensor[0]
+        return tensor.numpy()
+    return np.array(tensor)
+
+
+class BaseTestMotionGenerator(object):
+    @classmethod
+    def setup_class(cls):
+        cls.config = SimulationManagerCfg(headless=True, sim_device="cpu")
+        cls.robot_sim = SimulationManager(cls.config)
+        cls.robot_sim.build_multiple_arenas(1)
+        cls.robot_sim.set_manual_update(False)
+
+        cfg_dict = {
+            "uid": "CobotMagic",
+            "init_pos": [0.0, 0.0, 0.7775],
+            "init_qpos": [
+                -0.3,
+                0.3,
+                1.0,
+                1.0,
+                -1.2,
+                -1.2,
+                0.0,
+                0.0,
+                0.6,
+                0.6,
+                0.0,
+                0.0,
+                0.05,
+                0.05,
+                0.05,
+                0.05,
+            ],
+            "solver_cfg": {
+                "left_arm": {
+                    "class_type": "OPWSolver",
+                    "end_link_name": "left_link6",
+                    "root_link_name": "left_arm_base",
+                    "tcp": [[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0.143], [0, 0, 0, 1]],
+                },
+                "right_arm": {
+                    "class_type": "OPWSolver",
+                    "end_link_name": "right_link6",
+                    "root_link_name": "right_arm_base",
+                    "tcp": [[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0.143], [0, 0, 0, 1]],
+                },
+            },
+        }
+
+        cls.robot: Robot = cls.robot_sim.add_robot(
+            cfg=CobotMagicCfg.from_dict(cfg_dict)
+        )
+
+        cls.arm_name = "left_arm"
+
+        cls.motion_gen = MotionGenerator(
+            robot=cls.robot,
+            uid=cls.arm_name,
+            planner_type="toppra",
+            default_velocity=0.2,
+            default_acceleration=0.5,
+        )
+
+        # Test data for trajectory generation
+        qpos_fk = torch.tensor(
+            [[0.0, np.pi / 4, -np.pi / 4, 0.0, np.pi / 4, 0.0]], dtype=torch.float32
+        )
+        xpos_begin = cls.robot.compute_fk(
+            name=cls.arm_name, qpos=qpos_fk, to_matrix=True
+        )
+        xpos_mid = deepcopy(xpos_begin)
+        xpos_mid[0, 2, 3] -= 0.1  # Move down by 0.1m in Z direction
+        xpos_final = deepcopy(xpos_mid)
+        xpos_final[0, 0, 3] += 0.2  # Move forward by 0.2m in X direction
+
+        qpos_begin = cls.robot.compute_ik(pose=xpos_begin, name=cls.arm_name)[1][0]
+        qpos_mid = cls.robot.compute_ik(pose=xpos_mid, name=cls.arm_name)[1][0]
+        qpos_final = cls.robot.compute_ik(pose=xpos_final, name=cls.arm_name)[1][0]
+
+        cls.qpos_list = [qpos_begin, qpos_mid, qpos_final]
+        cls.xpos_list = [
+            xpos_begin[0].numpy(),
+            xpos_mid[0].numpy(),
+            xpos_final[0].numpy(),
+        ]
+
+        cls.sample_num = 20
+
+    def get_joint_ids(self):
+        return self.robot.get_joint_ids(self.arm_name)
+
+    def get_current_qpos(self):
+        qpos_tensor = self.robot.get_qpos()
+        if qpos_tensor.ndim == 2 and qpos_tensor.shape[0] == 1:
+            qpos_tensor = qpos_tensor[0]
+        return qpos_tensor[self.get_joint_ids()].cpu()
+
+    def verify_final_xpos(self, expected_xpos, decimal=5e-3):
+        final_xpos = self.robot.compute_fk(
+            qpos=self.get_current_qpos(), name=self.arm_name, to_matrix=True
+        )
+        np.testing.assert_array_almost_equal(
+            to_numpy(final_xpos)[:3, 3],
+            to_numpy(expected_xpos)[:3, 3],
+            decimal=decimal,
+            err_msg=f"Expected: {to_numpy(expected_xpos)[:3, 3]}, Got: {to_numpy(final_xpos)[:3, 3]}",
+        )
+
+    def _execute_trajectory(self, qpos_list, forward=True, delay=0.01):
+        indices = (
+            range(len(qpos_list)) if forward else range(len(qpos_list) - 1, -1, -1)
+        )
+        for i in indices:
+            self.robot.set_qpos(qpos=qpos_list[i], joint_ids=self.get_joint_ids())
+            time.sleep(delay)
+        time.sleep(delay * 2)
+
+    @classmethod
+    def teardown_class(cls):
+        try:
+            cls.robot_sim.destroy()
+            print("robot_sim destroyed successfully")
+        except Exception as e:
+            print(f"Error during robot_sim.destroy(): {e}")
+
+    def _execute_forward_trajectory(self, robot, qpos_list, delay=0.1):
+        """Helper method to execute trajectory"""
+        # Forward
+        for q in qpos_list:
+            robot.set_qpos(qpos=q, joint_ids=self.robot.get_joint_ids(self.arm_name))
+            time.sleep(delay)
+        time.sleep(delay * 5)
+
+    def _execute_backward_trajectory(self, robot, qpos_list, delay=0.1):
+        """Helper method to execute trajectory"""
+        # Backward
+        for q in qpos_list[::-1]:
+            robot.set_qpos(qpos=q, joint_ids=self.robot.get_joint_ids(self.arm_name))
+            time.sleep(delay)
+        time.sleep(delay * 5)
+
+
+class TestMotionGenerator(BaseTestMotionGenerator):
+    """Test suite for MotionGenerator trajectory generation"""
+
+    @pytest.mark.parametrize("is_linear", [True, False])
+    def test_create_trajectory_with_xpos(self, is_linear):
+        """Test trajectory generation with cartesian positions"""
+        self.robot.set_qpos(qpos=self.qpos_list[0], joint_ids=self.get_joint_ids())
+        time.sleep(0.2)
+        out_qpos_list, out_xpos_list = self.motion_gen.create_discrete_trajectory(
+            xpos_list=self.xpos_list,
+            is_use_current_qpos=True,
+            sample_num=self.sample_num,
+            is_linear=is_linear,
+            sample_method=TrajectorySampleMethod.QUANTITY,
+            qpos_seed=self.qpos_list[0],
+        )
+        out_qpos_list = to_numpy(out_qpos_list)
+        assert (
+            len(out_qpos_list) == self.sample_num
+        ), f"Sample number mismatch: {len(out_qpos_list)} != {self.sample_num}"
+        np.testing.assert_array_almost_equal(
+            out_xpos_list[-1], self.xpos_list[-1], decimal=3
+        )
+        self._execute_trajectory(out_qpos_list, forward=True)
+        self.verify_final_xpos(self.xpos_list[-1])
+        self._execute_trajectory(out_qpos_list, forward=False)
+        self.verify_final_xpos(self.xpos_list[0])
+
+    @pytest.mark.parametrize("is_linear", [True, False])
+    def test_create_trajectory_with_qpos(self, is_linear):
+        """Test trajectory generation with joint positions"""
+        self.robot.set_qpos(qpos=self.qpos_list[0], joint_ids=self.get_joint_ids())
+        time.sleep(0.05)
+        qpos_list_in = [qpos.to("cpu").numpy() for qpos in self.qpos_list]
+        out_qpos_list, out_xpos_list = self.motion_gen.create_discrete_trajectory(
+            qpos_list=qpos_list_in,
+            sample_num=self.sample_num,
+            is_linear=False,
+            sample_method=TrajectorySampleMethod.QUANTITY,
+            qpos_seed=self.qpos_list[0],
+        )
+        out_qpos_list = to_numpy(out_qpos_list)
+        assert (
+            len(out_qpos_list) == self.sample_num
+        ), f"Sample number mismatch: {len(out_qpos_list)} != {self.sample_num}"
+        np.testing.assert_array_almost_equal(
+            out_qpos_list[-1], self.qpos_list[-1], decimal=3
+        )
+        self._execute_trajectory(out_qpos_list, forward=True)
+        self.verify_final_xpos(self.xpos_list[-1])
+        self._execute_trajectory(out_qpos_list, forward=False)
+        self.verify_final_xpos(self.xpos_list[0])
+
+    @pytest.mark.parametrize("xpos_or_qpos", ["xpos", "qpos"])
+    def test_estimate_trajectory_sample_count(self, xpos_or_qpos: str):
+        """Test estimation of trajectory sample count"""
+        if xpos_or_qpos == "xpos":
+            estimated_num = self.motion_gen.estimate_trajectory_sample_count(
+                xpos_list=self.xpos_list,
+                step_size=0.01,
+                angle_step=np.pi / 90,
+            )
+        else:
+            estimated_num = self.motion_gen.estimate_trajectory_sample_count(
+                qpos_list=self.qpos_list,
+                step_size=0.01,
+                angle_step=np.pi / 90,
+            )
+        assert (estimated_num - 30) < 2, "Estimated sample count failed"
+
+
+if __name__ == "__main__":
+    np.set_printoptions(precision=5, suppress=True)
+    torch.set_printoptions(precision=5, sci_mode=False)
+    pytest_args = ["-v", "-s", __file__]
+    pytest.main(pytest_args)
diff --git a/tests/sim/sensors/test_camera.py b/tests/sim/sensors/test_camera.py
new file mode 100644
index 00000000..8e578177
--- /dev/null
+++ b/tests/sim/sensors/test_camera.py
@@ -0,0 +1,153 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------,
+
+import pytest
+import torch
+import os
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.sensors import Camera, SensorCfg, CameraCfg
+from embodichain.lab.sim.objects import Articulation
+from embodichain.lab.sim.cfg import ArticulationCfg
+from embodichain.data import get_data_path
+
+
+NUM_ENVS = 4
+ART_PATH = "AiLiMu_BoxDrawer/AiLiMu_BoxDrawer.urdf"
+
+
+class CameraTest:
+    def setup_simulation(self, sim_device, enable_rt):
+        # Setup SimulationManager
+        config = SimulationManagerCfg(
+            headless=True, sim_device=sim_device, enable_rt=enable_rt
+        )
+        self.sim = SimulationManager(config)
+        self.sim.build_multiple_arenas(NUM_ENVS)
+        # Create batch of cameras
+        cfg_dict = {
+            "sensor_type": "Camera",
+            "width": 640,
+            "height": 480,
+            "enable_mask": True,
+            "enable_depth": True,
+            "enable_normal": True,
+            "enable_position": True,
+        }
+        cfg = SensorCfg.from_dict(cfg_dict)
+        self.camera: Camera = self.sim.add_sensor(cfg)
+
+    def test_get_data(self):
+
+        self.camera.update()
+
+        # Get data from the camera
+        data = self.camera.get_data()
+
+        # Check if data is a dictionary
+        assert isinstance(data, dict), "Camera data should be a dictionary"
+
+        # Check if all expected keys are present
+        for key in self.camera.SUPPORTED_DATA_TYPES:
+            assert key in data, f"Missing key in camera data: {key}"
+
+        # Check if the data shape matches the expected shape
+        assert data["color"].shape == (NUM_ENVS, 480, 640, 4), "RGB data shape mismatch"
+        assert data["depth"].shape == (
+            NUM_ENVS,
+            480,
+            640,
+        ), "Depth data shape mismatch"
+        assert data["normal"].shape == (
+            NUM_ENVS,
+            480,
+            640,
+            3,
+        ), "Normal data shape mismatch"
+        assert data["position"].shape == (
+            NUM_ENVS,
+            480,
+            640,
+            3,
+        ), "Position data shape mismatch"
+        assert data["mask"].shape == (NUM_ENVS, 480, 640), "Mask data shape mismatch"
+
+        # Check if the data types are correct
+        assert data["color"].dtype == torch.uint8, "Color data type mismatch"
+        assert data["depth"].dtype == torch.float32, "Depth data type mismatch"
+        assert data["normal"].dtype == torch.float32, "Normal data type mismatch"
+        assert data["position"].dtype == torch.float32, "Position data type mismatch"
+        assert data["mask"].dtype == torch.int32, "Mask data type mismatch"
+
+    def test_local_pose_with_env_ids(self):
+        env_ids = [0, 1, 2]
+
+        pose = (
+            torch.eye(4, device=self.sim.device).unsqueeze(0).repeat(len(env_ids), 1, 1)
+        )
+        pose[:, 2, 3] = 2.0
+
+        self.camera.set_local_pose(pose, env_ids=env_ids)
+
+        # Verify the local pose for specified env_ids
+        assert torch.allclose(self.camera.get_local_pose(to_matrix=True)[env_ids], pose)
+
+    def test_attach_to_parent(self):
+        art_path = get_data_path(ART_PATH)
+        assert os.path.isfile(art_path)
+
+        cfg_dict = {"fpath": art_path}
+        self.art: Articulation = self.sim.add_articulation(
+            cfg=ArticulationCfg.from_dict(cfg_dict)
+        )
+        self.camera: Camera = self.sim.add_sensor(
+            sensor_cfg=CameraCfg(
+                uid="test", extrinsics=CameraCfg.ExtrinsicsCfg(parent="handle_xpos")
+            )
+        )
+
+    def test_set_intrinsics(self):
+        # Define new intrinsic parameters
+        new_intrinsics = (
+            torch.tensor(
+                [500.0, 500.0, 320.0, 240.0],
+                device=self.sim.device,
+            )
+            .unsqueeze(0)
+            .repeat(NUM_ENVS, 1)
+        )
+
+        # Set new intrinsic parameters for all environments
+        self.camera.set_intrinsics(new_intrinsics)
+
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.sim.destroy()
+
+
+class TestCameraRaster(CameraTest):
+    def setup_method(self):
+        self.setup_simulation("cpu", enable_rt=False)
+
+
+class TestCameraFastRT(CameraTest):
+    def setup_method(self):
+        self.setup_simulation("cpu", enable_rt=True)
+
+
+if __name__ == "__main__":
+    test = CameraTest()
+    test.setup_simulation("cpu", enable_rt=False)
diff --git a/tests/sim/sensors/test_stereo.py b/tests/sim/sensors/test_stereo.py
new file mode 100644
index 00000000..737bae6a
--- /dev/null
+++ b/tests/sim/sensors/test_stereo.py
@@ -0,0 +1,155 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------,
+
+import pytest
+import torch
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.sensors import StereoCamera, SensorCfg
+
+
+NUM_ENVS = 4
+
+
+class StereoCameraTest:
+    def setup_simulation(self, sim_device, enable_rt):
+        # Setup SimulationManager
+        config = SimulationManagerCfg(
+            headless=True, sim_device=sim_device, enable_rt=enable_rt
+        )
+        self.sim = SimulationManager(config)
+        self.sim.build_multiple_arenas(4)
+        # Create batch of cameras
+        cfg_dict = {
+            "sensor_type": "StereoCamera",
+            "width": 640,
+            "height": 480,
+            "enable_mask": True,
+            "enable_depth": True,
+            "enable_normal": True,
+            "enable_position": True,
+            "enable_disparity": True,
+            "left_to_right_pos": (0.1, 0.0, 0.0),
+        }
+        cfg = SensorCfg.from_dict(cfg_dict)
+        self.camera: StereoCamera = self.sim.add_sensor(cfg)
+
+    def test_get_data(self):
+
+        self.camera.update()
+
+        # Get data from the camera
+        data = self.camera.get_data()
+
+        # Check if data is a dictionary
+        assert isinstance(data, dict), "Camera data should be a dictionary"
+
+        # Check if all expected keys are present
+        for key in self.camera.SUPPORTED_DATA_TYPES:
+            assert key in data, f"Missing key in camera data: {key}"
+
+        # Check if the data shape matches the expected shape
+        assert data["color"].shape == (NUM_ENVS, 480, 640, 4), "RGB data shape mismatch"
+        assert data["depth"].shape == (
+            NUM_ENVS,
+            480,
+            640,
+            1,
+        ), "Depth data shape mismatch"
+        assert data["normal"].shape == (
+            NUM_ENVS,
+            480,
+            640,
+            3,
+        ), "Normal data shape mismatch"
+        assert data["position"].shape == (
+            NUM_ENVS,
+            480,
+            640,
+            3,
+        ), "Position data shape mismatch"
+        assert data["mask"].shape == (NUM_ENVS, 480, 640, 1), "Mask data shape mismatch"
+        assert data["disparity"].shape == (
+            NUM_ENVS,
+            480,
+            640,
+            1,
+        ), "Disparity data shape mismatch"
+
+        # Check if the data types are correct
+        assert data["color"].dtype == torch.uint8, "Color data type mismatch"
+        assert data["depth"].dtype == torch.float32, "Depth data type mismatch"
+        assert data["normal"].dtype == torch.float32, "Normal data type mismatch"
+        assert data["position"].dtype == torch.float32, "Position data type mismatch"
+        assert data["mask"].dtype == torch.int32, "Mask data type mismatch"
+        assert data["disparity"].dtype == torch.float32, "Disparity data type mismatch"
+
+    def test_local_pose_with_env_ids(self):
+        env_ids = [0, 1, 2]
+
+        pose = (
+            torch.eye(4, device=self.sim.device).unsqueeze(0).repeat(len(env_ids), 1, 1)
+        )
+        pose[:, 2, 3] = 2.0
+
+        self.camera.set_local_pose(pose, env_ids=env_ids)
+
+        # Verify the local pose for specified env_ids
+        assert torch.allclose(self.camera.get_local_pose(to_matrix=True)[env_ids], pose)
+
+    def test_set_intrinsics(self):
+        # Define new intrinsic parameters
+        new_intrinsics = (
+            torch.tensor(
+                [500.0, 500.0, 320.0, 240.0],
+                device=self.sim.device,
+            )
+            .unsqueeze(0)
+            .repeat(NUM_ENVS, 1)
+        )
+
+        # Set new intrinsic parameters for all environments
+        self.camera.set_intrinsics(new_intrinsics)
+
+        right_intrinsics = (
+            torch.tensor(
+                [520.0, 520.0, 315.0, 235.0],
+                device=self.sim.device,
+            )
+            .unsqueeze(0)
+            .repeat(NUM_ENVS, 1)
+        )
+
+        self.camera.set_intrinsics(new_intrinsics, right_intrinsics=right_intrinsics)
+
+        new_intrinsics = torch.tensor(
+            [500.0, 500.0, 320.0, 240.0],
+            device=self.sim.device,
+        )
+        self.camera.set_intrinsics(new_intrinsics)
+
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.sim.destroy()
+
+
+class TestStereoCameraRaster(StereoCameraTest):
+    def setup_method(self):
+        self.setup_simulation("cpu", enable_rt=False)
+
+
+class TestStereoCameraFastRT(StereoCameraTest):
+    def setup_method(self):
+        self.setup_simulation("cpu", enable_rt=True)
diff --git a/tests/sim/solvers/test_differential_solver.py b/tests/sim/solvers/test_differential_solver.py
new file mode 100644
index 00000000..c9adc24e
--- /dev/null
+++ b/tests/sim/solvers/test_differential_solver.py
@@ -0,0 +1,142 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import torch
+import pytest
+import numpy as np
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim.cfg import RobotCfg
+from embodichain.data import get_data_path
+
+
+# Base test class for differential solver
+class BaseSolverTest:
+    sim = None  # Define as a class attribute
+
+    def setup_simulation(self, solver_type: str):
+        # Set up simulation with specified device (CPU or CUDA)
+        config = SimulationManagerCfg(headless=True, sim_device="cpu")
+        self.sim = SimulationManager(config)
+        self.sim.build_multiple_arenas(1)
+        self.sim.set_manual_update(True)
+
+        # Load robot URDF file
+        urdf = get_data_path("DexforceW1V021/DexforceW1_v02_1.urdf")
+        assert os.path.isfile(urdf)
+
+        cfg_dict = {
+            "fpath": urdf,
+            "control_parts": {
+                "left_arm": [f"LEFT_J{i+1}" for i in range(7)],
+                "right_arm": [f"RIGHT_J{i+1}" for i in range(7)],
+            },
+            "solver_cfg": {
+                "left_arm": {
+                    "class_type": solver_type,
+                    "end_link_name": "left_ee",
+                    "root_link_name": "left_arm_base",
+                },
+                "right_arm": {
+                    "class_type": solver_type,
+                    "end_link_name": "right_ee",
+                    "root_link_name": "right_arm_base",
+                },
+            },
+        }
+
+        self.robot: Robot = self.sim.add_robot(cfg=RobotCfg.from_dict(cfg_dict))
+
+    @pytest.mark.parametrize("arm_name", ["left_arm", "right_arm"])
+    def test_differential_solver(self, arm_name: str):
+        # Test differential solver with a 1x4x4 homogeneous matrix pose and a joint_seed
+
+        qpos_fk = torch.tensor(
+            [[0.0, 0.0, 0.0, -np.pi / 2, 0.0, 0.0, 0.0]],
+            dtype=torch.float32,
+            device=self.robot.device,
+        )
+
+        fk_xpos = self.robot.compute_fk(qpos=qpos_fk, name=arm_name, to_matrix=True)
+
+        # Define start and end poses
+        start_pose = fk_xpos.clone()[0]
+        end_pose = fk_xpos.clone()[0]
+        end_pose[:3, 3] += torch.tensor(
+            [0.0, 0.0, -0.02], dtype=torch.float32, device=self.robot.device
+        )
+
+        # Interpolate poses
+        num_steps = 5
+        interpolated_poses = [
+            torch.lerp(start_pose, end_pose, t) for t in np.linspace(0, 1, num_steps)
+        ]
+
+        ik_qpos = qpos_fk
+
+        for i, pose in enumerate(interpolated_poses):
+            res, ik_qpos = self.robot.compute_ik(
+                pose=pose, joint_seed=ik_qpos, name=arm_name
+            )
+            assert res, f"IK failed for step {i} with pose:\n{pose}"
+
+            # Verify forward kinematics matches the target pose
+            ik_xpos = self.robot.compute_fk(qpos=ik_qpos, name=arm_name, to_matrix=True)
+            assert torch.allclose(
+                pose, ik_xpos, atol=5e-3, rtol=5e-3
+            ), f"FK result does not match target pose at step {i}."
+
+        # test for failed xpos
+        invalid_pose = torch.tensor(
+            [
+                [
+                    [1.0, 0.0, 0.0, 10.0],
+                    [0.0, 1.0, 0.0, 10.0],
+                    [0.0, 0.0, 1.0, 10.0],
+                    [0.0, 0.0, 0.0, 1.0],
+                ]
+            ],
+            dtype=torch.float32,
+            device=self.robot.device,
+        )
+        res, ik_qpos = self.robot.compute_ik(
+            pose=invalid_pose, joint_seed=ik_qpos, name=arm_name
+        )
+        dof = ik_qpos.shape[-1]
+        assert res[0] == False
+        assert ik_qpos.shape == (1, dof)
+
+    @classmethod
+    def teardown_class(cls):
+        if cls.sim is not None:
+            try:
+                cls.sim.destroy()
+                print("sim destroyed successfully")
+            except Exception as e:
+                print(f"Error during sim.destroy(): {e}")
+
+
+class TestDifferentialSolver(BaseSolverTest):
+    def setup_method(self):
+        self.setup_simulation(solver_type="DifferentialSolver")
+
+
+if __name__ == "__main__":
+    torch.set_printoptions(precision=5, sci_mode=False)
+    pytest_args = ["-v", __file__]
+    pytest.main(pytest_args)
diff --git a/tests/sim/solvers/test_opw_solver.py b/tests/sim/solvers/test_opw_solver.py
new file mode 100644
index 00000000..6df71a18
--- /dev/null
+++ b/tests/sim/solvers/test_opw_solver.py
@@ -0,0 +1,139 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import pytest
+import numpy as np
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim.robots import CobotMagicCfg
+
+
+# Base test class for OPWSolver
+class BaseSolverTest:
+    sim = None  # Define as a class attribute
+
+    def setup_simulation(self):
+        config = SimulationManagerCfg(headless=True, sim_device="cpu")
+        self.sim = SimulationManager(config)
+        self.sim.build_multiple_arenas(1)
+        self.sim.set_manual_update(False)
+
+        cfg_dict = {
+            "uid": "CobotMagic",
+            "init_pos": [0.0, 0.0, 0.7775],
+            "init_qpos": [
+                -0.3,
+                0.3,
+                1.0,
+                1.0,
+                -1.2,
+                -1.2,
+                0.0,
+                0.0,
+                0.6,
+                0.6,
+                0.0,
+                0.0,
+                0.05,
+                0.05,
+                0.05,
+                0.05,
+            ],
+            "solver_cfg": {
+                "left_arm": {
+                    "class_type": "OPWSolver",
+                    "end_link_name": "left_link6",
+                    "root_link_name": "left_arm_base",
+                    "tcp": [[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0.143], [0, 0, 0, 1]],
+                },
+                "right_arm": {
+                    "class_type": "OPWSolver",
+                    "end_link_name": "right_link6",
+                    "root_link_name": "right_arm_base",
+                    "tcp": [[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0.143], [0, 0, 0, 1]],
+                },
+            },
+        }
+
+        self.robot: Robot = self.sim.add_robot(cfg=CobotMagicCfg.from_dict(cfg_dict))
+
+    @pytest.mark.parametrize("arm_name", ["left_arm", "right_arm"])
+    def test_ik(self, arm_name: str):
+        # Test inverse kinematics (IK) with a 1x4x4 homogeneous matrix pose and a joint_seed
+
+        qpos_fk = torch.tensor(
+            [[0.0, np.pi / 4, -np.pi / 4, 0.0, np.pi / 4, 0.0]], dtype=torch.float32
+        )
+
+        fk_xpos = self.robot.compute_fk(qpos=qpos_fk, name=arm_name, to_matrix=True)
+
+        res, ik_qpos = self.robot.compute_ik(
+            pose=fk_xpos, joint_seed=qpos_fk, name=arm_name
+        )
+
+        res, ik_qpos = self.robot.compute_ik(pose=fk_xpos, name=arm_name)
+
+        if ik_qpos.dim() == 3:
+            ik_xpos = self.robot.compute_fk(
+                qpos=ik_qpos[0][0], name=arm_name, to_matrix=True
+            )
+        else:
+            ik_xpos = self.robot.compute_fk(qpos=ik_qpos, name=arm_name, to_matrix=True)
+
+        assert torch.allclose(
+            fk_xpos, ik_xpos, atol=5e-3, rtol=5e-3
+        ), f"FK and IK results do not match for {arm_name}"
+        # test for failed xpos
+        invalid_pose = torch.tensor(
+            [
+                [
+                    [1.0, 0.0, 0.0, 10.0],
+                    [0.0, 1.0, 0.0, 10.0],
+                    [0.0, 0.0, 1.0, 10.0],
+                    [0.0, 0.0, 0.0, 1.0],
+                ]
+            ],
+            dtype=torch.float32,
+            device=self.robot.device,
+        )
+        res, ik_qpos = self.robot.compute_ik(
+            pose=invalid_pose, joint_seed=ik_qpos, name=arm_name
+        )
+        dof = ik_qpos.shape[-1]
+        assert res[0] == False
+        assert ik_qpos.shape == (1, dof)
+
+    @classmethod
+    def teardown_class(cls):
+        if cls.sim is not None:
+            try:
+                cls.sim.destroy()
+                print("sim destroyed successfully")
+            except Exception as e:
+                print(f"Error during sim.destroy(): {e}")
+
+
+class TestOPWSolver(BaseSolverTest):
+    def setup_method(self):
+        self.setup_simulation()
+
+
+if __name__ == "__main__":
+    np.set_printoptions(precision=5, suppress=True)
+    pytest_args = ["-v", "-s", __file__]
+    pytest.main(pytest_args)
diff --git a/tests/sim/solvers/test_pink_solver.py b/tests/sim/solvers/test_pink_solver.py
new file mode 100644
index 00000000..590ed6dc
--- /dev/null
+++ b/tests/sim/solvers/test_pink_solver.py
@@ -0,0 +1,146 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import torch
+import pytest
+import numpy as np
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim.cfg import RobotCfg
+from embodichain.data import get_data_path
+
+
+# Base test class for differential solver
+class BaseSolverTest:
+    sim = None  # Define as a class attribute
+
+    def setup_simulation(self, solver_type: str):
+        # Set up simulation with specified device (CPU or CUDA)
+        config = SimulationManagerCfg(headless=True, sim_device="cpu")
+        self.sim = SimulationManager(config)
+        self.sim.build_multiple_arenas(1)
+        self.sim.set_manual_update(False)
+
+        # Load robot URDF file
+        urdf = get_data_path("Rokae/SR5/SR5.urdf")
+
+        assert os.path.isfile(urdf)
+
+        cfg_dict = {
+            "fpath": urdf,
+            "control_parts": {
+                "main_arm": [
+                    "joint1",
+                    "joint2",
+                    "joint3",
+                    "joint4",
+                    "joint5",
+                    "joint6",
+                ],
+            },
+            "solver_cfg": {
+                "main_arm": {
+                    "class_type": "PinkSolver",
+                    "end_link_name": "ee_link",
+                    "root_link_name": "base_link",
+                },
+            },
+        }
+
+        self.robot: Robot = self.sim.add_robot(cfg=RobotCfg.from_dict(cfg_dict))
+
+    def test_differential_solver(self):
+        # Test differential solver with a 1x4x4 homogeneous matrix pose and a joint_seed
+        arm_name = "main_arm"
+
+        qpos_fk = torch.tensor(
+            [[0.0, 0.0, np.pi / 2, 0.0, np.pi / 2, 0.0]], dtype=torch.float32
+        )
+
+        fk_xpos = self.robot.compute_fk(qpos=qpos_fk, name=arm_name, to_matrix=True)
+
+        # Define start and end poses
+        start_pose = fk_xpos.clone()[0]
+        end_pose = fk_xpos.clone()[0]
+        end_pose[:3, 3] += torch.tensor([0.0, 0.4, 0.0], dtype=torch.float32)
+
+        # Interpolate poses
+        num_steps = 100
+        interpolated_poses = [
+            torch.lerp(start_pose, end_pose, t) for t in np.linspace(0, 1, num_steps)
+        ]
+
+        ik_qpos = qpos_fk
+
+        for i, pose in enumerate(interpolated_poses):
+            res, ik_qpos = self.robot.compute_ik(
+                pose=pose, joint_seed=ik_qpos, name=arm_name
+            )
+            assert res, f"IK failed for step {i} with pose:\n{pose}"
+
+            # Verify forward kinematics matches the target pose
+            ik_xpos = self.robot.compute_fk(qpos=ik_qpos, name=arm_name, to_matrix=True)
+            assert torch.allclose(
+                pose, ik_xpos, atol=1e-3, rtol=1e-3
+            ), f"FK result does not match target pose at step {i}."
+
+            # Set robot joint positions
+            self.robot.set_qpos(
+                qpos=ik_qpos, joint_ids=self.robot.get_joint_ids(arm_name)
+            )
+
+        # test for failed xpos
+        invalid_pose = torch.tensor(
+            [
+                [
+                    [1.0, 0.0, 0.0, 10.0],
+                    [0.0, 1.0, 0.0, 10.0],
+                    [0.0, 0.0, 1.0, 10.0],
+                    [0.0, 0.0, 0.0, 1.0],
+                ]
+            ],
+            dtype=torch.float32,
+            device=self.robot.device,
+        )
+        res, ik_qpos = self.robot.compute_ik(
+            pose=invalid_pose, joint_seed=ik_qpos, name=arm_name
+        )
+        dof = ik_qpos.shape[-1]
+        assert res[0] == False
+        assert ik_qpos.shape == (1, dof)
+
+    @classmethod
+    def teardown_class(cls):
+        if cls.sim is not None:
+            try:
+                cls.sim.destroy()
+                print("sim destroyed successfully")
+            except Exception as e:
+                print(f"Error during sim.destroy(): {e}")
+
+
+@pytest.mark.skip(reason="Skipping Pink tests temporarily")
+class TestPinkSolver(BaseSolverTest):
+    def setup_method(self):
+        self.setup_simulation(solver_type="PinkSolver")
+
+
+if __name__ == "__main__":
+    np.set_printoptions(precision=5, suppress=True)
+    pytest_args = ["-v", __file__]
+    pytest.main(pytest_args)
diff --git a/tests/sim/solvers/test_pinocchio_solver.py b/tests/sim/solvers/test_pinocchio_solver.py
new file mode 100644
index 00000000..db9dd360
--- /dev/null
+++ b/tests/sim/solvers/test_pinocchio_solver.py
@@ -0,0 +1,126 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import torch
+import pytest
+import numpy as np
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim.cfg import RobotCfg
+from embodichain.data import get_data_path
+
+
+# Base test class for CPU and CUDA
+class BaseSolverTest:
+    sim = None  # Define as a class attribute
+
+    def setup_simulation(self, solver_type: str):
+        # Set up simulation with specified device (CPU or CUDA)
+        config = SimulationManagerCfg(headless=True, sim_device="cpu")
+        self.sim = SimulationManager(config)
+        self.sim.build_multiple_arenas(1)
+        self.sim.set_manual_update(False)
+
+        # Load robot URDF file
+        urdf = get_data_path("DexforceW1V021/DexforceW1_v02_1.urdf")
+        assert os.path.isfile(urdf)
+
+        cfg_dict = {
+            "fpath": urdf,
+            "control_parts": {
+                "left_arm": [f"LEFT_J{i+1}" for i in range(7)],
+                "right_arm": [f"RIGHT_J{i+1}" for i in range(7)],
+            },
+            "solver_cfg": {
+                "left_arm": {
+                    "class_type": solver_type,
+                    "end_link_name": "left_ee",
+                    "root_link_name": "left_arm_base",
+                },
+                "right_arm": {
+                    "class_type": solver_type,
+                    "end_link_name": "right_ee",
+                    "root_link_name": "right_arm_base",
+                },
+            },
+        }
+
+        self.robot: Robot = self.sim.add_robot(cfg=RobotCfg.from_dict(cfg_dict))
+
+    @pytest.mark.parametrize("arm_name", ["left_arm", "right_arm"])
+    def test_ik(self, arm_name: str):
+        # Test inverse kinematics (IK) with a 1x4x4 homogeneous matrix pose and a joint_seed
+
+        qpos_fk = torch.tensor(
+            [[0.0, 0.0, 0.0, -np.pi / 4, 0.0, 0.0, 0.0]], dtype=torch.float32
+        )
+
+        fk_xpos = self.robot.compute_fk(qpos=qpos_fk, name=arm_name, to_matrix=True)
+
+        res, ik_qpos = self.robot.compute_ik(pose=fk_xpos, name=arm_name)
+
+        if ik_qpos.dim() == 3:
+            ik_xpos = self.robot.compute_fk(
+                qpos=ik_qpos[0][0], name=arm_name, to_matrix=True
+            )
+        else:
+            ik_xpos = self.robot.compute_fk(qpos=ik_qpos, name=arm_name, to_matrix=True)
+
+        assert torch.allclose(
+            fk_xpos, ik_xpos, atol=5e-3, rtol=5e-3
+        ), f"FK and IK results do not match for {arm_name}"
+
+        # test for failed xpos
+        invalid_pose = torch.tensor(
+            [
+                [
+                    [1.0, 0.0, 0.0, 10.0],
+                    [0.0, 1.0, 0.0, 10.0],
+                    [0.0, 0.0, 1.0, 10.0],
+                    [0.0, 0.0, 0.0, 1.0],
+                ]
+            ],
+            dtype=torch.float32,
+            device=self.robot.device,
+        )
+        res, ik_qpos = self.robot.compute_ik(
+            pose=invalid_pose, joint_seed=ik_qpos, name=arm_name
+        )
+        dof = ik_qpos.shape[-1]
+        assert res[0] == False
+        assert ik_qpos.shape == (1, dof)
+
+    @classmethod
+    def teardown_class(cls):
+        if cls.sim is not None:
+            try:
+                cls.sim.destroy()
+                print("sim destroyed successfully")
+            except Exception as e:
+                print(f"Error during sim.destroy(): {e}")
+
+
+class TestPinocchioSolver(BaseSolverTest):
+    def setup_method(self):
+        self.setup_simulation(solver_type="PinocchioSolver")
+
+
+if __name__ == "__main__":
+    np.set_printoptions(precision=5, suppress=True)
+    pytest_args = ["-v", __file__]
+    pytest.main(pytest_args)
diff --git a/tests/sim/solvers/test_pytorch_solver.py b/tests/sim/solvers/test_pytorch_solver.py
new file mode 100644
index 00000000..75129f10
--- /dev/null
+++ b/tests/sim/solvers/test_pytorch_solver.py
@@ -0,0 +1,130 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import torch
+import pytest
+import numpy as np
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim.cfg import RobotCfg
+from embodichain.data import get_data_path
+
+
+# Base test class for CPU and CUDA
+class BaseSolverTest:
+    sim = None  # Define as a class attribute
+
+    def setup_simulation(self, solver_type: str):
+        # Set up simulation with specified device (CPU or CUDA)
+        config = SimulationManagerCfg(headless=True, sim_device="cpu")
+        self.sim = SimulationManager(config)
+        self.sim.build_multiple_arenas(1)
+        self.sim.set_manual_update(True)
+
+        # Load robot URDF file
+        urdf = get_data_path("DexforceW1V021/DexforceW1_v02_1.urdf")
+        assert os.path.isfile(urdf)
+
+        cfg_dict = {
+            "fpath": urdf,
+            "control_parts": {
+                "left_arm": [f"LEFT_J{i+1}" for i in range(7)],
+                "right_arm": [f"RIGHT_J{i+1}" for i in range(7)],
+            },
+            "solver_cfg": {
+                "left_arm": {
+                    "class_type": solver_type,
+                    "end_link_name": "left_ee",
+                    "root_link_name": "left_arm_base",
+                    "ik_nearest_weight": [1.0, 1.0, 1.0, 0.9, 0.9, 0.1, 0.1],
+                },
+                "right_arm": {
+                    "class_type": solver_type,
+                    "end_link_name": "right_ee",
+                    "root_link_name": "right_arm_base",
+                },
+            },
+        }
+
+        self.robot: Robot = self.sim.add_robot(cfg=RobotCfg.from_dict(cfg_dict))
+
+        # Wait for robot to stabilize.
+        self.sim.update(step=100)
+
+    @pytest.mark.parametrize("arm_name", ["left_arm", "right_arm"])
+    def test_ik(self, arm_name: str):
+        # Test inverse kinematics (IK) with a 1x4x4 homogeneous matrix pose and a joint_seed
+
+        qpos_fk = torch.tensor(
+            [[0.0, 0.0, 0.0, -np.pi / 4, 0.0, 0.0, 0.0]], dtype=torch.float32
+        )
+
+        fk_xpos = self.robot.compute_fk(qpos=qpos_fk, name=arm_name, to_matrix=True)
+
+        res, ik_qpos = self.robot.compute_ik(pose=fk_xpos, name=arm_name)
+
+        if ik_qpos.dim() == 3:
+            ik_xpos = self.robot.compute_fk(
+                qpos=ik_qpos[0][0], name=arm_name, to_matrix=True
+            )
+        else:
+            ik_xpos = self.robot.compute_fk(qpos=ik_qpos, name=arm_name, to_matrix=True)
+
+        assert torch.allclose(
+            fk_xpos, ik_xpos, atol=1e-2, rtol=1e-2
+        ), f"FK and IK results do not match for {arm_name}"
+
+        # test for failed xpos
+        invalid_pose = torch.tensor(
+            [
+                [
+                    [1.0, 0.0, 0.0, 10.0],
+                    [0.0, 1.0, 0.0, 10.0],
+                    [0.0, 0.0, 1.0, 10.0],
+                    [0.0, 0.0, 0.0, 1.0],
+                ]
+            ],
+            dtype=torch.float32,
+            device=self.robot.device,
+        )
+        res, ik_qpos = self.robot.compute_ik(
+            pose=invalid_pose, joint_seed=ik_qpos, name=arm_name
+        )
+        dof = ik_qpos.shape[-1]
+        assert res[0] == False
+        assert ik_qpos.shape == (1, dof)
+
+    @classmethod
+    def teardown_class(cls):
+        if cls.sim is not None:
+            try:
+                cls.sim.destroy()
+                print("sim destroyed successfully")
+            except Exception as e:
+                print(f"Error during sim.destroy(): {e}")
+
+
+class TestPytorchSolver(BaseSolverTest):
+    def setup_method(self):
+        self.setup_simulation(solver_type="PytorchSolver")
+
+
+if __name__ == "__main__":
+    np.set_printoptions(precision=5, suppress=True)
+    test_solver = TestPytorchSolver()
+    test_solver.setup_method()
diff --git a/tests/sim/solvers/test_srs_solver.py b/tests/sim/solvers/test_srs_solver.py
new file mode 100644
index 00000000..13860485
--- /dev/null
+++ b/tests/sim/solvers/test_srs_solver.py
@@ -0,0 +1,307 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import torch
+import pytest
+import numpy as np
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim.cfg import RobotCfg
+from embodichain.data import get_data_path
+
+from embodichain.lab.sim.solvers.srs_solver import SRSSolver, SRSSolverCfg
+from embodichain.lab.sim.robots.dexforce_w1.types import (
+    DexforceW1ArmSide,
+    DexforceW1ArmKind,
+    DexforceW1Version,
+)
+from embodichain.lab.sim.robots.dexforce_w1.params import (
+    W1ArmKineParams,
+)
+
+
+class BaseSolverTest:
+    solver = {}
+
+    def get_arm_config(self):
+        return [
+            (DexforceW1ArmSide.LEFT, DexforceW1ArmKind.ANTHROPOMORPHIC, "left_arm"),
+            (DexforceW1ArmSide.RIGHT, DexforceW1ArmKind.ANTHROPOMORPHIC, "right_arm"),
+            (DexforceW1ArmSide.LEFT, DexforceW1ArmKind.INDUSTRIAL, "left_arm"),
+            (DexforceW1ArmSide.RIGHT, DexforceW1ArmKind.INDUSTRIAL, "right_arm"),
+        ]
+
+    def setup_solver(self, solver_type: str, device: str = "cpu"):
+        for arm_side, arm_kind, arm_name in self.get_arm_config():
+            arm_params = W1ArmKineParams(
+                arm_side=arm_side,
+                arm_kind=arm_kind,
+                version=DexforceW1Version.V021,
+            )
+            if arm_kind == DexforceW1ArmKind.ANTHROPOMORPHIC:
+                urdf = get_data_path("DexforceW1V021/DexforceW1_v02_1.urdf")
+            else:
+                urdf = get_data_path("DexforceW1V021/DexforceW1_v02_2.urdf")
+
+            cfg = SRSSolverCfg()
+            cfg.joint_names = [
+                f"{'LEFT' if arm_side == DexforceW1ArmSide.LEFT else 'RIGHT'}_J{i+1}"
+                for i in range(7)
+            ]
+            cfg.end_link_name = (
+                "left_ee" if arm_side == DexforceW1ArmSide.LEFT else "right_ee"
+            )
+            cfg.root_link_name = (
+                "left_arm_base"
+                if arm_side == DexforceW1ArmSide.LEFT
+                else "right_arm_base"
+            )
+            cfg.urdf_path = urdf
+            cfg.dh_params = arm_params.dh_params
+            cfg.qpos_limits = arm_params.qpos_limits
+            cfg.T_e_oe = arm_params.T_e_oe
+            cfg.T_b_ob = arm_params.T_b_ob
+            cfg.link_lengths = arm_params.link_lengths
+            cfg.rotation_directions = arm_params.rotation_directions
+
+            solver_key = f"{arm_name}_{arm_kind.name}"
+            self.solver[solver_key] = SRSSolver(cfg=cfg, num_envs=1, device=device)
+
+    @pytest.mark.parametrize(
+        "arm_side, arm_kind, arm_name",
+        [
+            (DexforceW1ArmSide.LEFT, DexforceW1ArmKind.ANTHROPOMORPHIC, "left_arm"),
+            (DexforceW1ArmSide.RIGHT, DexforceW1ArmKind.ANTHROPOMORPHIC, "right_arm"),
+            (DexforceW1ArmSide.LEFT, DexforceW1ArmKind.INDUSTRIAL, "left_arm"),
+            (DexforceW1ArmSide.RIGHT, DexforceW1ArmKind.INDUSTRIAL, "right_arm"),
+        ],
+    )
+    def test_ik(
+        self, arm_side: DexforceW1ArmSide, arm_kind: DexforceW1ArmKind, arm_name: str
+    ):
+        # Test inverse kinematics (IK) with a 1x4x4 homogeneous matrix pose and a joint_seed
+        solver_key = f"{arm_name}_{arm_kind.name}"
+        device = self.solver[solver_key].device
+
+        qpos_fk = torch.tensor(
+            [[0.0, 0.0, 0.0, -np.pi / 4, 0.0, 0.0, 0.0]],
+            dtype=torch.float32,
+            device=device,
+        )
+
+        fk_xpos = self.solver[solver_key].get_fk(qpos=qpos_fk)
+
+        _, ik_qpos = self.solver[solver_key].get_ik(fk_xpos, return_all_solutions=False)
+
+        ik_xpos = self.solver[solver_key].get_fk(qpos=ik_qpos[:, 0, :])
+
+        assert torch.allclose(
+            fk_xpos, ik_xpos, atol=1e-3, rtol=1e-3
+        ), f"FK and IK results do not match for {solver_key}"
+
+    @classmethod
+    def teardown_class(cls):
+        if cls.solver is not None:
+            try:
+                del cls.solver
+                print("solver destroyed successfully")
+            except Exception as e:
+                print(f"Error during solver destruction: {e}")
+
+
+# Base test class for CPU and CUDA
+class BaseRobotSolverTest:
+    sim = None  # Define as a class attribute
+
+    def setup_simulation(self, solver_type: str, device: str = "cpu"):
+        # Set up simulation with specified device (CPU or CUDA)
+        config = SimulationManagerCfg(headless=True, sim_device=device)
+        self.sim = SimulationManager(config)
+        self.sim.build_multiple_arenas(1)
+        self.sim.set_manual_update(True)
+
+        # Load robot URDF file
+        urdf = get_data_path("DexforceW1V021/DexforceW1_v02_1.urdf")
+        assert os.path.isfile(urdf)
+
+        w1_left_arm_params = W1ArmKineParams(
+            arm_side=DexforceW1ArmSide.LEFT,
+            arm_kind=DexforceW1ArmKind.ANTHROPOMORPHIC,
+            version=DexforceW1Version.V021,
+        )
+        w1_right_arm_params = W1ArmKineParams(
+            arm_side=DexforceW1ArmSide.RIGHT,
+            arm_kind=DexforceW1ArmKind.ANTHROPOMORPHIC,
+            version=DexforceW1Version.V021,
+        )
+
+        # Robot configuration dictionary
+        cfg_dict = {
+            "fpath": urdf,
+            "control_parts": {
+                "left_arm": [f"LEFT_J{i+1}" for i in range(7)],
+                "right_arm": [f"RIGHT_J{i+1}" for i in range(7)],
+                "torso": ["ANKLE", "KNEE", "BUTTOCK", "WAIST"],
+                "head": [f"NECK{i+1}" for i in range(2)],
+            },
+            "drive_pros": {
+                "stiffness": {
+                    "LEFT_J[1-7]": 1e4,
+                    "RIGHT_J[1-7]": 1e4,
+                    "ANKLE": 1e7,
+                    "KNEE": 1e7,
+                    "BUTTOCK": 1e7,
+                    "WAIST": 1e7,
+                },
+                "damping": {
+                    "LEFT_J[1-7]": 1e3,
+                    "RIGHT_J[1-7]": 1e3,
+                    "ANKLE": 1e4,
+                    "KNEE": 1e4,
+                    "BUTTOCK": 1e4,
+                    "WAIST": 1e4,
+                },
+                "max_effort": {
+                    "LEFT_J[1-7]": 1e5,
+                    "RIGHT_J[1-7]": 1e5,
+                    "ANKLE": 1e10,
+                    "KNEE": 1e10,
+                    "BUTTOCK": 1e10,
+                    "WAIST": 1e10,
+                },
+            },
+            "attrs": {
+                "mass": 1e-1,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "linear_damping": 0.7,
+                "angular_damping": 0.7,
+                "max_depenetration_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8,
+            },
+            "solver_cfg": {
+                "left_arm": {
+                    "class_type": solver_type,
+                    "end_link_name": "left_ee",
+                    "root_link_name": "left_arm_base",
+                    "dh_params": w1_left_arm_params.dh_params,
+                    "qpos_limits": w1_left_arm_params.qpos_limits,
+                    "T_b_ob": w1_right_arm_params.T_b_ob,
+                    "T_e_oe": w1_left_arm_params.T_e_oe,
+                    "link_lengths": w1_left_arm_params.link_lengths,
+                    "rotation_directions": w1_left_arm_params.rotation_directions,
+                },
+                "right_arm": {
+                    "class_type": solver_type,
+                    "end_link_name": "right_ee",
+                    "root_link_name": "right_arm_base",
+                    "dh_params": w1_right_arm_params.dh_params,
+                    "qpos_limits": w1_right_arm_params.qpos_limits,
+                    "T_b_ob": w1_right_arm_params.T_b_ob,
+                    "T_e_oe": w1_right_arm_params.T_e_oe,
+                    "link_lengths": w1_right_arm_params.link_lengths,
+                    "rotation_directions": w1_right_arm_params.rotation_directions,
+                },
+            },
+        }
+
+        self.robot: Robot = self.sim.add_robot(cfg=RobotCfg.from_dict(cfg_dict))
+
+        # Wait for robot to stabilize.
+        self.sim.update(step=100)
+
+    @pytest.mark.parametrize("arm_name", ["left_arm", "right_arm"])
+    def test_robot_ik(self, arm_name: str):
+        # Test inverse kinematics (IK) with a 1x4x4 homogeneous matrix pose and a joint_seed
+
+        qpos_fk = torch.tensor(
+            [[0.0, 0.0, 0.0, -np.pi / 4, 0.0, 0.0, 0.0]],
+            dtype=torch.float32,
+            device=self.robot.device,
+        )
+
+        fk_xpos = self.robot.compute_fk(qpos=qpos_fk, name=arm_name, to_matrix=True)
+
+        res, ik_qpos = self.robot.compute_ik(pose=fk_xpos, name=arm_name)
+
+        if ik_qpos.dim() == 3:
+            ik_xpos = self.robot.compute_fk(
+                qpos=ik_qpos[0][0], name=arm_name, to_matrix=True
+            )
+        else:
+            ik_xpos = self.robot.compute_fk(qpos=ik_qpos, name=arm_name, to_matrix=True)
+
+        assert torch.allclose(
+            fk_xpos, ik_xpos, atol=1e-4, rtol=1e-4
+        ), f"FK and IK results do not match for {arm_name}"
+
+        # test for failed xpos
+        invalid_pose = torch.tensor(
+            [
+                [
+                    [1.0, 0.0, 0.0, 10.0],
+                    [0.0, 1.0, 0.0, 10.0],
+                    [0.0, 0.0, 1.0, 10.0],
+                    [0.0, 0.0, 0.0, 1.0],
+                ]
+            ],
+            dtype=torch.float32,
+            device=self.robot.device,
+        )
+        res, ik_qpos = self.robot.compute_ik(
+            pose=invalid_pose, joint_seed=ik_qpos, name=arm_name
+        )
+        dof = ik_qpos.shape[-1]
+        assert res[0] == False
+        assert ik_qpos.shape == (1, dof)
+
+    @classmethod
+    def teardown_class(cls):
+        if cls.sim is not None:
+            try:
+                cls.sim.destroy()
+                print("sim destroyed successfully")
+            except Exception as e:
+                print(f"Error during sim.destroy(): {e}")
+
+
+class TestSRSCPUSolver(BaseSolverTest):
+    def setup_method(self):
+        self.setup_solver(solver_type="SRSSolver", device="cpu")
+
+
+class TestSRSCUDASolver(BaseSolverTest):
+    def setup_method(self):
+        self.setup_solver(solver_type="SRSSolver", device="cuda")
+
+
+class TestSRSCPURobotSolver(BaseRobotSolverTest):
+    def setup_method(self):
+        self.setup_simulation(solver_type="SRSSolver", device="cpu")
+
+
+class TestSRSCUDARobotSolver(BaseRobotSolverTest):
+    def setup_method(self):
+        self.setup_simulation(solver_type="SRSSolver", device="cuda")
+
+
+if __name__ == "__main__":
+    np.set_printoptions(precision=5, suppress=True)
+    pytest_args = ["-v", __file__]
+    pytest.main(pytest_args)
diff --git a/tests/sim/test_sim_manager.py b/tests/sim/test_sim_manager.py
new file mode 100644
index 00000000..72b2a254
--- /dev/null
+++ b/tests/sim/test_sim_manager.py
@@ -0,0 +1,63 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import os
+import dexsim.environment
+import numpy as np
+import dexsim
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from dexsim.utility.path import get_resources_data_path
+
+
+def test_sim_init():
+    config = SimulationManagerCfg()
+    config.headless = True
+
+    sim = SimulationManager(config)
+    sim.get_env().clean()
+
+    assert isinstance(sim.get_env(), dexsim.environment.Env)
+    assert isinstance(sim.get_world(), dexsim.World)
+
+    # test add_sensor
+    intrinsic = np.array([[600, 0, 320], [0, 600, 240], [0, 0, 1]])
+    cam1 = sim.add_sensor(
+        "MonocularCam", sensor_uid="cam1", resolution=(640, 480), intrinsic=intrinsic
+    )
+    assert sim.get_sensor("cam1") == cam1
+    assert len(sim.get_sensor_uid_list()) == 1
+    assert sim.get_sensor_uid_list()[0] == "cam1"
+
+    # TODO: test add_robot
+
+    # test_add_fixed_actor.
+    model_path = get_resources_data_path("Model", "lego", "lego.ply")
+
+    actor = sim.add_fixed_actor(fpath=model_path, init_pose=np.eye(4))
+    assert sim.get_fixed_actor_uid_list() == ["lego.ply"]
+    assert sim.get_fixed_actor("lego.ply") == actor
+
+    sim.remove_fixed_actor("lego.ply")
+    assert sim.get_fixed_actor_uid_list() == []
+
+    # test add_dynamic_actor
+    actor = sim.add_dynamic_actor(fpath=model_path, init_pose=np.eye(4))
+    assert sim.get_dynamic_actor_uid_list() == ["lego.ply"]
+    assert sim.get_dynamic_actor("lego.ply") == actor
+
+
+if __name__ == "__main__":
+    test_sim_init()
diff --git a/tests/toolkits/test_pg_grasp.py b/tests/toolkits/test_pg_grasp.py
new file mode 100644
index 00000000..dd9f79e5
--- /dev/null
+++ b/tests/toolkits/test_pg_grasp.py
@@ -0,0 +1,96 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import open3d as o3d
+import numpy as np
+import os
+from embodichain.toolkits.graspkit.pg_grasp import (
+    AntipodalGenerator,
+    GraspSelectMethod,
+)
+from embodichain.data import get_data_path
+
+
+def test_antipodal_score_selector(is_visual: bool = False):
+    mesh_path = get_data_path("ChainRainSec/mesh.ply")
+    mesh_o3dt = o3d.t.io.read_triangle_mesh(mesh_path)
+    generator = AntipodalGenerator(
+        mesh_o3dt=mesh_o3dt,
+        open_length=0.1,
+        max_angle=np.pi / 6,
+        surface_sample_num=5000,
+        cache_dir=None,
+    )
+    grasp_list = generator.select_grasp(
+        approach_direction=np.array([0, 0, -1]),
+        select_num=5,
+        select_method=GraspSelectMethod.NORMAL_SCORE,
+    )
+    assert len(grasp_list) == 5
+    if is_visual:
+        visual_mesh_list = generator.grasp_pose_visual(grasp_list)
+        visual_mesh_list = [visual_mesh.to_legacy() for visual_mesh in visual_mesh_list]
+        o3d.visualization.draw_geometries(visual_mesh_list)
+
+
+def test_antipodal_position_selector(is_visual: bool = False):
+    mesh_path = get_data_path("ChainRainSec/mesh.ply")
+    mesh_o3dt = o3d.t.io.read_triangle_mesh(mesh_path)
+    generator = AntipodalGenerator(
+        mesh_o3dt=mesh_o3dt,
+        open_length=0.1,
+        max_angle=np.pi / 6,
+        surface_sample_num=5000,
+        cache_dir=None,
+    )
+    grasp_list = generator.select_grasp(
+        approach_direction=np.array([0, 0, -1]),
+        select_num=5,
+        select_method=GraspSelectMethod.NEAR_APPROACH,
+    )
+    assert len(grasp_list) == 5
+    if is_visual:
+        visual_mesh_list = generator.grasp_pose_visual(grasp_list)
+        visual_mesh_list = [visual_mesh.to_legacy() for visual_mesh in visual_mesh_list]
+        o3d.visualization.draw_geometries(visual_mesh_list)
+
+
+def test_antipodal_center_selector(is_visual: bool = False):
+    mesh_path = get_data_path("ChainRainSec/mesh.ply")
+    mesh_o3dt = o3d.t.io.read_triangle_mesh(mesh_path)
+    generator = AntipodalGenerator(
+        mesh_o3dt=mesh_o3dt,
+        open_length=0.1,
+        max_angle=np.pi / 6,
+        surface_sample_num=5000,
+        cache_dir=None,
+    )
+    grasp_list = generator.select_grasp(
+        approach_direction=np.array([0, 0, -1]),
+        select_num=5,
+        select_method=GraspSelectMethod.CENTER,
+    )
+    assert len(grasp_list) == 5
+    if is_visual:
+        visual_mesh_list = generator.grasp_pose_visual(grasp_list)
+        visual_mesh_list = [visual_mesh.to_legacy() for visual_mesh in visual_mesh_list]
+        o3d.visualization.draw_geometries(visual_mesh_list)
+
+
+if __name__ == "__main__":
+    test_antipodal_score_selector(True)
+    test_antipodal_position_selector(True)
+    test_antipodal_center_selector(True)
diff --git a/tests/unitest.sh b/tests/unitest.sh
new file mode 100755
index 00000000..d827e1cb
--- /dev/null
+++ b/tests/unitest.sh
@@ -0,0 +1,93 @@
+echo "exec python ..."
+
+export PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python
+
+RED='\033[0;31m'
+GREEN='\033[0;32m'
+YELLOW='\033[1;33m'
+BLUE='\033[0;34m'
+NC='\033[0m' # No Color
+
+log_info() {
+    echo -e "${BLUE}[INFO] $1${NC}"
+}
+
+log_success() {
+    echo -e "${GREEN}[SUCCESS] $1${NC}"
+}
+
+log_warn() {
+    echo -e "${YELLOW}[WARN] $1${NC}"
+}
+
+log_error() {
+    echo -e "${RED}[ERROR] $1${NC}"
+}
+
+run_python_script() {
+    local script_name="$1"
+    local script_path="$2"
+
+    log_info "Running: ${script_name}"
+
+    if python "$script_path"; then
+        log_success "${script_name} succeeded"
+        return 0
+    else
+        log_error "${script_name} failed"
+        return 1
+    fi
+}
+
+run_pytest() {
+    local test_path="$1"
+    log_info "Running pytest: ${test_path}"
+
+    local pytest_args=(
+        "--durations=1000"      # record the slowest 1000 tests
+        "--tb=long"             # long traceback
+        "-vv"                   # verbose
+        "--disable-warnings"    # disable warnings
+        "--color=yes"           # enable color output
+    )
+
+    pytest "${pytest_args[@]}" "$test_path"
+    local status=$?
+
+    # Check if no tests were collected
+    if pytest --collect-only "$test_path" | grep -q "collected 0 items"; then
+        log_warn "No tests collected: ${test_path}"
+        return 0
+    fi
+
+    # Check pytest return code
+    if [ $status -ne 0 ]; then
+        log_error "pytest failed: ${test_path}"
+        exit 1
+    fi
+}
+
+main() {
+    echo "Starting scripts..."
+
+    run_python_script "pourwater_offline_test" "tests/datasets/run_pourwater_env_offline.py" || exit 1
+
+    echo "Starting pytest unit tests..."
+
+    for test_dir in tests/*/; do
+        # Check whether the directory contains any recursive test_*.py files; do not skip if top-level has none (supports subdirectory structures)
+        if ! find "$test_dir" -type f -name 'test_*.py' | grep -q .; then
+            log_warn "Skipping empty directory or no test files: ${test_dir}"
+            continue
+        fi
+        run_pytest "$test_dir"
+    done
+
+    log_success "All test scripts and unit tests completed!"
+}
+
+main "$@"
+
+# # demo
+# ./demo/origin_demo.sh CI
+# echo -e "\e[32morigin_demo executed successfully\e[0m"

From cc52fa4204ae6d6f21c7c539a11690812a0e4c35 Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Fri, 21 Nov 2025 17:20:47 +0000
Subject: [PATCH 03/92] Try to fix docs build (#2)

---
 .readthedocs.yaml                                 |  8 +++++---
 docs/requirements.txt                             |  1 +
 .../embodichain/embodichain.lab.gym.rst           | 14 --------------
 .../embodichain/embodichain.lab.gym.utils.rst     |  8 --------
 .../api_reference/embodichain/embodichain.lab.rst |  9 ---------
 .../embodichain/embodichain.utils.rst             |  9 ---------
 docs/source/conf.py                               |  7 ++++---
 docs/source/quick_start/install.md                | 15 ++++-----------
 pyproject.toml                                    |  5 +++--
 9 files changed, 17 insertions(+), 59 deletions(-)

diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index 17245082..0aa6b2f0 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -18,6 +18,8 @@ sphinx:
 # declare the Python requirements required to build your documentation
 # See https://docs.readthedocs.io/en/stable/guides/reproducible-builds.html
 python:
-   install:
-   - requirements: docs/requirements.txt
-        
\ No newline at end of file
+  install:
+    - requirements: docs/requirements.txt
+    - method: pip
+      path: .
+      
\ No newline at end of file
diff --git a/docs/requirements.txt b/docs/requirements.txt
index cacbd083..f2d11c7d 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -1,4 +1,5 @@
 sphinx>=4.0
+autodocsumm
 sphinx-book-theme>=0.3.0
 sphinx-tabs
 sphinx-copybutton
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.gym.rst b/docs/source/api_reference/embodichain/embodichain.lab.gym.rst
index e788b8f7..addf6c10 100644
--- a/docs/source/api_reference/embodichain/embodichain.lab.gym.rst
+++ b/docs/source/api_reference/embodichain/embodichain.lab.gym.rst
@@ -123,13 +123,6 @@ Registration System
 
     Gymnasium wrapper that adds episode time limits to environments.
 
-Action Conversion Utilities
-~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-.. automodule:: embodichain.lab.gym.utils.action_conversion
-
-    Utilities for converting between different action representations in robotic environments.
-
 Gymnasium Utilities
 ~~~~~~~~~~~~~~~~~~
 
@@ -137,13 +130,6 @@ Gymnasium Utilities
 
     Helper functions and utilities for Gymnasium environment integration.
 
-Image Utilities
-~~~~~~~~~~~~~~~
-
-.. automodule:: embodichain.lab.gym.utils.img_utils
-
-    Image processing utilities for visual observations and rendering.
-
 Miscellaneous Utilities
 ~~~~~~~~~~~~~~~~~~~~~~~
 
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.gym.utils.rst b/docs/source/api_reference/embodichain/embodichain.lab.gym.utils.rst
index a0c9f265..4db73036 100644
--- a/docs/source/api_reference/embodichain/embodichain.lab.gym.utils.rst
+++ b/docs/source/api_reference/embodichain/embodichain.lab.gym.utils.rst
@@ -25,20 +25,12 @@ Registration System
 Utility Modules
 ---------------
 
-Action Conversion
-~~~~~~~~~~~~~~~~~
-
-.. automodule:: embodichain.lab.gym.utils.action_conversion
 
 Gymnasium Utilities
 ~~~~~~~~~~~~~~~~~~~
 
 .. automodule:: embodichain.lab.gym.utils.gym_utils
 
-Image Utilities
-~~~~~~~~~~~~~~~
-
-.. automodule:: embodichain.lab.gym.utils.img_utils
 
 Miscellaneous
 ~~~~~~~~~~~~~
diff --git a/docs/source/api_reference/embodichain/embodichain.lab.rst b/docs/source/api_reference/embodichain/embodichain.lab.rst
index e8a7d565..603c8058 100644
--- a/docs/source/api_reference/embodichain/embodichain.lab.rst
+++ b/docs/source/api_reference/embodichain/embodichain.lab.rst
@@ -10,7 +10,6 @@
       devices
       gym
       sim
-      utility
 
 Device Management
 -----------------
@@ -19,11 +18,3 @@ Device Management
    :members:
    :undoc-members:
    :show-inheritance:
-
-Utilities
----------
-
-.. automodule:: embodichain.lab.utility
-   :members:
-   :undoc-members:
-   :show-inheritance:
diff --git a/docs/source/api_reference/embodichain/embodichain.utils.rst b/docs/source/api_reference/embodichain/embodichain.utils.rst
index 52ad4a4f..490962ce 100644
--- a/docs/source/api_reference/embodichain/embodichain.utils.rst
+++ b/docs/source/api_reference/embodichain/embodichain.utils.rst
@@ -10,7 +10,6 @@
       warp
       configclass
       file
-      heat_map
       logger
       math
       module_utils
@@ -43,14 +42,6 @@ File Operations
    :undoc-members:
    :show-inheritance:
 
-Heat Map Utilities
-------------------
-
-.. automodule:: embodichain.utils.heat_map
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
 Logging
 -------
 
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 311ddbf4..ed48c59a 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -10,9 +10,7 @@
 import sys
 
 
-project_root = os.path.abspath(os.path.join(os.path.dirname(__file__), "..", ".."))
-package_root = os.path.join(project_root, "embodichain")
-sys.path.insert(0, package_root)
+sys.path.insert(0, os.path.abspath("../.."))
 
 
 project = "EmbodiChain"
@@ -30,6 +28,7 @@
 
 
 extensions = [
+    "autodocsumm",
     "sphinx.ext.autodoc",
     "sphinx.ext.autosummary",
     "sphinx.ext.napoleon",
@@ -42,6 +41,8 @@
 napoleon_google_docstring = True
 napoleon_numpy_docstring = True
 
+autodoc_typehints = "signature"
+autodoc_class_signature = "separated"
 # generate autosummary even if no references
 autosummary_generate = True
 autosummary_generate_overwrite = False
diff --git a/docs/source/quick_start/install.md b/docs/source/quick_start/install.md
index 8a365939..7641687e 100644
--- a/docs/source/quick_start/install.md
+++ b/docs/source/quick_start/install.md
@@ -40,15 +40,6 @@ docker pull dexforce/embodichain:ubuntu22.04-cuda12.8
 
 > **We strongly recommend using a virtual environment to avoid dependency conflicts.**
 
-Install `DexSim` manually:
-```bash
-# If you are using Python 3.10
-pip install http://pyp.open3dv.site:2345/packages/dexsim_engine-0.3.6-cp310-cp310-manylinux_2_31_x86_64.whl
-```
-
-> We are working on uploading DexSim to PyPI for easier installation. Please stay tuned!
-
-
 Clone the EmbodiChain repository:
 ```bash
 git clone https://github.com/DexForce/EmbodiChain.git
@@ -60,12 +51,14 @@ Install the project in development mode:
 pip install -e . 
 ```
 
-
 ### Verify Installation
 To verify that EmbodiChain is installed correctly, run a simple demo script to create a simulation scene:
 
 ```bash
- python scripts/tutorials/sim/create_scene.py
+python scripts/tutorials/sim/create_scene.py
+
+# Or run in headless mode.
+python scripts/tutorials/sim/create_scene.py --headless
 ```
 ---
 
diff --git a/pyproject.toml b/pyproject.toml
index 83b28a47..109b0baa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -18,15 +18,16 @@ build-backend = "setuptools.build_meta:__legacy__"
 [project]
 name = "embodichain"
 version = "0.0.1"
-description = "A modular platform for building generalized embodied intelligence."
+description = "An end-to-end, GPU-accelerated, and modular platform for building generalized Embodied Intelligence."
 readme = "README.md"
-authors = [ { name = "Dexforce" } ]
+authors = [ { name = "EmbodiChain Developers" } ]
 requires-python = ">=3.9"
 
 
 # Core install dependencies (kept from requirements.txt). Some VCS links are
 # specified using PEP 508 direct references where present.
 dependencies = [
+  "dexsim_engine @ http://pyp.open3dv.site:2345/packages/dexsim_engine-0.3.6-cp310-cp310-manylinux_2_31_x86_64.whl",
   "setuptools==69.5.1",
   "gymnasium==0.29.1",
   "langchain==0.2.14",

From 361a39c8a1e3a9eca3b9aa948e46e0d8e725784f Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Sat, 22 Nov 2025 14:33:19 +0000
Subject: [PATCH 04/92] Add tmp docs link (#3)

---
 README.md                              | 8 ++++----
 docs/source/introduction.rst           | 8 ++++----
 embodichain/lab/sim/shapes.py          | 5 +----
 tests/datasets/test_online_training.py | 1 -
 4 files changed, 9 insertions(+), 13 deletions(-)

diff --git a/README.md b/README.md
index 61c352a4..cf83ecbe 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 # EmbodiChain
 
 ![teaser](assets/imgs/teaser.jpg)
-**📘 [Documentation](http://192.168.3.120/MixedAI/docs_dev/embodichain/index.html)**  
+**📘 [Documentation](https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/introduction)**  
 ---
 
 EmbodiChain is an end-to-end, GPU-accelerated framework for Embodied AI. It streamlines research and development by unifying high-performance simulation, real-to-sim data pipelines, modular model architectures, and efficient training workflows. This integration enables rapid experimentation, seamless deployment of intelligent agents, and effective Sim2Real transfer for real-world robotic systems.
@@ -25,9 +25,9 @@ EmbodiChain is an end-to-end, GPU-accelerated framework for Embodied AI. It stre
 
 To get started with EmbodiChain, follow these steps:
 
-- [Installation Guide](http://192.168.3.120/MixedAI/docs_dev/embodichain/quick_start/install.html)
-- [Quick Start Tutorial](http://192.168.3.120/MixedAI/docs_dev/embodichain/tutorial/index.html)
-- [API Reference](http://192.168.3.120/MixedAI/docs_dev/embodichain/api_reference/index.html)
+- [Installation Guide](https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/quick_start/install)
+- [Quick Start Tutorial](https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/tutorial/)
+- [API Reference](https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/api_reference/)
 
 
 ## Citation
diff --git a/docs/source/introduction.rst b/docs/source/introduction.rst
index 404541da..f82c0afc 100644
--- a/docs/source/introduction.rst
+++ b/docs/source/introduction.rst
@@ -9,7 +9,7 @@ EmbodiChain
 .. image:: ../../assets/imgs/teaser.jpg
    :alt: teaser
 
-📘 `Documentation <http://192.168.3.120/MixedAI/docs_dev/embodichain/index.html>`_
+📘 `Documentation <https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/introduction>`_
 
 ---
 
@@ -37,9 +37,9 @@ Getting Started
 
 To get started with EmbodiChain, follow these steps:
 
-* `Installation Guide <http://192.168.3.120/MixedAI/docs_dev/embodichain/quick_start/install.html>`_
-* `Quick Start Tutorial <http://192.168.3.120/MixedAI/docs_dev/embodichain/tutorial/index.html>`_
-* `API Reference <http://192.168.3.120/MixedAI/docs_dev/embodichain/api_reference/index.html>`_
+* `Installation Guide <https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/quick_start/install>`_
+* `Quick Start Tutorial <https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/tutorial/>`_
+* `API Reference <https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/api_reference/>`_
 
 
 Citation
diff --git a/embodichain/lab/sim/shapes.py b/embodichain/lab/sim/shapes.py
index 8135943b..d7cb1eea 100644
--- a/embodichain/lab/sim/shapes.py
+++ b/embodichain/lab/sim/shapes.py
@@ -106,10 +106,7 @@ class MeshCfg(ShapeCfg):
     """File path to the shape mesh file."""
 
     load_option: LoadOption = LoadOption()
-    """Options for loading and processing the shape.
-    
-    Please refer to dexsim.types.LoadOption for more details: http://192.168.3.120/MixedAI/docs_dev/dexsim/tutorial/basics/physics/actor.html
-    """
+    """Options for loading and processing the shape."""
 
     compute_uv: bool = False
     """Whether to compute UV coordinates for the shape. Defaults to False.
diff --git a/tests/datasets/test_online_training.py b/tests/datasets/test_online_training.py
index 1e05daa4..aafb9c8a 100644
--- a/tests/datasets/test_online_training.py
+++ b/tests/datasets/test_online_training.py
@@ -28,7 +28,6 @@
 
 class TestDataDictExtractor(unittest.TestCase, metaclass=UnittestMetaclass):
     datacenter_backup = Path("/tmp/datacenter_test")
-    base_url = "http://192.168.3.120/MixedAI/"
 
     def setUp(self) -> None:
         pass

From c1339279f3f11cd58025baf3952960cff793ec0a Mon Sep 17 00:00:00 2001
From: Lihao Zheng <108066621+LihaoZheng-git@users.noreply.github.com>
Date: Sun, 23 Nov 2025 00:55:29 -0600
Subject: [PATCH 05/92] Simple modifications to documentation (#4)

Co-authored-by: Lihao <lihao@dhcp-10-105-153-63.wireless.northwestern.private>
---
 docs/source/conf.py                      | 2 +-
 docs/source/overview/gym/index.rst       | 3 ++-
 docs/source/overview/vla/index.rst       | 2 ++
 docs/source/resources/robot/index.rst    | 2 ++
 docs/source/resources/task/index.rst     | 6 +++++-
 docs/source/resources/task/pour_water.md | 3 ---
 6 files changed, 12 insertions(+), 6 deletions(-)
 delete mode 100644 docs/source/resources/task/pour_water.md

diff --git a/docs/source/conf.py b/docs/source/conf.py
index ed48c59a..3aac3af3 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -64,4 +64,4 @@
 
 html_theme = "sphinx_book_theme"
 html_static_path = ["_static"]
-html_logo = "_static/logo_e.png"
+# html_logo = "_static/logo_e.png"
diff --git a/docs/source/overview/gym/index.rst b/docs/source/overview/gym/index.rst
index 7781adfb..b0fe003d 100644
--- a/docs/source/overview/gym/index.rst
+++ b/docs/source/overview/gym/index.rst
@@ -1,5 +1,6 @@
 Embodied Environments       
 ==================
 
-Overview of the Embodied Environments:
+*To be completed by adding a detailed description of the Embodied Environments.*
+
 
diff --git a/docs/source/overview/vla/index.rst b/docs/source/overview/vla/index.rst
index dc775db1..dcb4c123 100644
--- a/docs/source/overview/vla/index.rst
+++ b/docs/source/overview/vla/index.rst
@@ -1,2 +1,4 @@
 Vision-Language-Action Models
 ==================
+
+*To be completed by adding an example of how to build a Vision-Language-Action (VLA) pipeline in EmbodiChain.*
diff --git a/docs/source/resources/robot/index.rst b/docs/source/resources/robot/index.rst
index 621c5294..2ec774f6 100644
--- a/docs/source/resources/robot/index.rst
+++ b/docs/source/resources/robot/index.rst
@@ -1,6 +1,8 @@
 Supported Robots
 ======================
 
+*To be completed by adding more well-defined robot like LeRobot, Unitree H1/G1, etc.*
+
 .. toctree::
    :maxdepth: 1
 
diff --git a/docs/source/resources/task/index.rst b/docs/source/resources/task/index.rst
index 7a83855d..998f6614 100644
--- a/docs/source/resources/task/index.rst
+++ b/docs/source/resources/task/index.rst
@@ -1,7 +1,11 @@
 Supported Tasks
 ======================
 
+*To be completed by adding more tasks and task descriptions.*
+
 .. toctree::
    :maxdepth: 1
 
-    Pour Water <pour_water.md>
\ No newline at end of file
+    Push Cube
+    Pour Water
+
diff --git a/docs/source/resources/task/pour_water.md b/docs/source/resources/task/pour_water.md
deleted file mode 100644
index a5be3b73..00000000
--- a/docs/source/resources/task/pour_water.md
+++ /dev/null
@@ -1,3 +0,0 @@
-# Pour Water
-
-Zhao Runyi is pouring water now, please do not disturb him...
\ No newline at end of file

From 417244ad1f6e2b35f9b6f4494fc1baa3d6451236 Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Mon, 24 Nov 2025 01:22:09 +0000
Subject: [PATCH 06/92] Remove some codes  (#5)

---
 configs/gym/pour_water/action_config.json     |    6 +-
 configs/gym/pour_water/gym_config.json        |   69 -
 .../reality_config_PourWaterW1Single_v3.json  |  582 ---------
 configs/gym/scoop_ice/gym_config.json         |   19 -
 embodichain/data/__init__.py                  |   17 -
 embodichain/data/assets/demo_assets.py        |    7 +-
 embodichain/data/assets/eef_assets.py         |   19 +-
 embodichain/data/assets/materials.py          |    7 +-
 embodichain/data/assets/obj_assets.py         |   41 +-
 embodichain/data/assets/robot_assets.py       |   33 +-
 embodichain/data/assets/scene_assets.py       |    5 +-
 embodichain/data/assets/w1_assets.py          |   39 +-
 embodichain/data/constants.py                 |    4 +-
 embodichain/data/data_engine/__init__.py      |   15 -
 .../data/data_engine/data_dict_extractor.py   | 1135 -----------------
 .../data/data_engine/datasets/vla_datasets.py |  521 --------
 embodichain/data/data_engine/online/engine.py |  525 --------
 embodichain/data/data_engine/online/enum.py   |   34 -
 .../data_engine/online/online_generator.py    |  191 ---
 embodichain/data/data_engine/unified_state.py |  381 ------
 embodichain/data/enum.py                      |  305 +----
 embodichain/data/global_indices.py            |  132 --
 embodichain/data/global_mapping.py            |  161 ---
 .../envs/action_bank/configurable_action.py   |   13 +-
 embodichain/lab/gym/envs/embodied_env.py      |   34 +-
 embodichain/lab/gym/envs/managers/events.py   |    2 +-
 .../envs/{ => managers}/object/__init__.py    |    0
 .../lab/gym/envs/managers/object/geometry.py  |  188 +++
 embodichain/lab/gym/envs/object/geometry.py   |  138 --
 embodichain/lab/gym/utils/gym_utils.py        |    3 +-
 embodichain/lab/gym/utils/misc.py             |  206 +--
 embodichain/lab/scripts/generate_video.py     |  162 ---
 embodichain/lab/scripts/preview_env.py        |    9 -
 embodichain/lab/scripts/run_env.py            |  143 +--
 embodichain/lab/sim/utility/mesh_utils.py     |  102 +-
 tests/datasets/test_online_training.py        |  101 --
 36 files changed, 350 insertions(+), 4999 deletions(-)
 delete mode 100644 configs/gym/real2sim/reality_config_PourWaterW1Single_v3.json
 delete mode 100644 embodichain/data/data_engine/__init__.py
 delete mode 100644 embodichain/data/data_engine/data_dict_extractor.py
 delete mode 100644 embodichain/data/data_engine/datasets/vla_datasets.py
 delete mode 100644 embodichain/data/data_engine/online/engine.py
 delete mode 100644 embodichain/data/data_engine/online/enum.py
 delete mode 100644 embodichain/data/data_engine/online/online_generator.py
 delete mode 100644 embodichain/data/data_engine/unified_state.py
 delete mode 100644 embodichain/data/global_indices.py
 delete mode 100644 embodichain/data/global_mapping.py
 rename embodichain/lab/gym/envs/{ => managers}/object/__init__.py (100%)
 create mode 100644 embodichain/lab/gym/envs/managers/object/geometry.py
 delete mode 100644 embodichain/lab/gym/envs/object/geometry.py
 delete mode 100644 embodichain/lab/scripts/generate_video.py
 delete mode 100644 tests/datasets/test_online_training.py

diff --git a/configs/gym/pour_water/action_config.json b/configs/gym/pour_water/action_config.json
index 42f036a8..d49561a4 100644
--- a/configs/gym/pour_water/action_config.json
+++ b/configs/gym/pour_water/action_config.json
@@ -286,7 +286,7 @@
                                         ]
                                     },
                                     {
-                                        "name": "is_qpos_exceed_new",
+                                        "name": "is_qpos_exceed",
                                         "kwargs": {
                                             "robot": "env.robot",
                                             "control_part": "right_arm"
@@ -418,7 +418,7 @@
                                         ]
                                     },
                                     {
-                                        "name": "is_qpos_exceed_new",
+                                        "name": "is_qpos_exceed",
                                         "kwargs": {
                                             "robot": "env.robot",
                                             "control_part": "right_arm"
@@ -544,7 +544,7 @@
                                         ]
                                     },
                                     {
-                                        "name": "is_qpos_exceed_new",
+                                        "name": "is_qpos_exceed",
                                         "kwargs": {
                                             "robot": "env.robot",
                                             "control_part": "right_arm"
diff --git a/configs/gym/pour_water/gym_config.json b/configs/gym/pour_water/gym_config.json
index 4207f438..9048f817 100644
--- a/configs/gym/pour_water/gym_config.json
+++ b/configs/gym/pour_water/gym_config.json
@@ -255,84 +255,15 @@
                     "entity_cfg": {"uid": "cam_right_wrist"},
                     "foreground_uids": ["bottle", "cup"]
                 }
-            },
-            "exteroception": {
-                "func": "compute_exteroception",
-                "mode": "add",
-                "name": "exteroception",
-                "params": {
-                    "descriptor": {
-                        "all_sensors": [
-                            {
-                                "type": "robot",
-                                "control_part": "left_arm",
-                                "offset": [0.0, 0.0, 0.025],
-                                "follow_eef": true
-                            },
-                            {
-                                "type": "robot",
-                                "control_part": "right_arm",
-                                "offset": [0.0, 0.0, 0.025],
-                                "follow_eef": true
-                            },
-                            {
-                                "type": "affordance",
-                                "obj_uid": "bottle",
-                                "key": "bottle_grasp_pose_object_unoffset",
-                                "is_arena_coord": false,
-                                "follow_eef": "right_eef"
-                            },
-                            {
-                                "type": "affordance",
-                                "obj_uid": "bottle",
-                                "key": "pour_water_start_pose_unoffset",
-                                "is_arena_coord": true,
-                                "follow_eef": "right_eef"
-                            },
-                            {
-                                "type": "affordance",
-                                "obj_uid": "bottle",
-                                "key": "pour_water_stop_pose_unoffset",
-                                "is_arena_coord": true,
-                                "follow_eef": "right_eef"
-                            },
-                            {
-                                "type": "affordance",
-                                "obj_uid": "bottle",
-                                "key": "bottle_place_pose_unoffset",
-                                "is_arena_coord": true
-                            }
-                        ]
-                    },
-                    "x_interval": 0.02,
-                    "y_interval": 0.05,
-                    "kpnts_number": 2,
-                    "groups": 6
-                }
             }
         },
         "dataset": {
-            "instruction": {
-                "lang": "Pour water from the bottle into the mug."
-            },
             "robot_meta": {
                 "arm_dofs": 12,
                 "control_freq": 25,
                 "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
-                "observation": {
-                    "vision": {
-                        "cam_high": ["mask", "exteroception"], 
-                        "cam_right_wrist": ["mask", "exteroception"], 
-                        "cam_left_wrist": ["mask", "exteroception"]
-                    },
-                    "states": ["qpos"],
-                    "exteroception": ["cam_high", "cam_right_wrist", "cam_left_wrist"]
-                },
                 "min_len_steps": 5
             }
-        },
-        "success_params": {
-            "strict": false
         }
     },
     "robot": {
diff --git a/configs/gym/real2sim/reality_config_PourWaterW1Single_v3.json b/configs/gym/real2sim/reality_config_PourWaterW1Single_v3.json
deleted file mode 100644
index e7801584..00000000
--- a/configs/gym/real2sim/reality_config_PourWaterW1Single_v3.json
+++ /dev/null
@@ -1,582 +0,0 @@
-{
-    "id": "pour_water_single_real2sim",
-    "max_episodes": 10,
-    "env": {
-        "observations": {
-            "norm_robot_eef_joint": {
-                "func": "normalize_robot_joint_data",
-                "mode": "modify",
-                "name": "robot/qpos",
-                "params": {
-                    "joint_ids": [7, 15]
-                }
-            },
-            "bottle_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "bottle_pose",
-                "params": {
-                    "entity_cfg": {"uid": "bottle"}
-                }
-            },
-            "cup_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "cup_pose",
-                "params": {
-                    "entity_cfg": {"uid": "cup"}
-                }
-            },
-            "cam_high_semantic_mask_l": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["bottle", "cup"]
-                }
-            },
-            "cam_high_semantic_mask_r": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_r",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["bottle", "cup"],
-                    "is_right": true
-                }
-            },
-            "cam_left_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_left_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_left_wrist"},
-                    "foreground_uids": ["bottle", "cup"]
-                }
-            },
-            "cam_right_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_right_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_right_wrist"},
-                    "foreground_uids": ["bottle", "cup"]
-                }
-            },
-            "exteroception": {
-                "func": "compute_exteroception",
-                "mode": "add",
-                "name": "exteroception",
-                "params": {
-                    "descriptor": {
-                        "cam_high": [
-                            {
-                                "type": "robot",
-                                "control_part": "left_arm"
-                            },
-                            {
-                                "type": "robot",
-                                "control_part": "right_arm"
-                            }
-                        ]
-                    },
-                    "x_interval": 0.02,
-                    "y_interval": 0.05,
-                    "kpnts_number": 2,
-                    "groups": 2
-                }
-            }
-        },
-        "dataset": {
-            "dir_path": "",
-            "instruction": {
-                "lang": "Pour water from the bottle into the cup."
-            },
-            "robot_meta": {
-                "arm_dofs": 14,
-                "control_freq": 25,
-                "qpos_to_control": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 11, 12, 13, 14],
-                "observation": {
-                    "vision": {
-                        "cam_high": ["mask"], 
-                        "cam_right_wrist": ["mask"], 
-                        "cam_left_wrist": ["mask"]
-                    },
-                    "proprioception": ["qpos"],
-                    "exteroception": ["cam_high", "cam_right_wrist", "cam_left_wrist"]
-                },
-                "action": "qpos_with_eef_pose",
-                "min_len_steps": 30
-            }
-        },
-        "success_params": {
-            "strict": false
-        }
-    },
-    "robot": {
-        "uid": "dexforce_w1",
-        "init_pos": [0.14, 0.0, 0.04],
-        "init_qpos": [0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.57923,0.0,-1.57003,-1.2,0.4,0.0,0.0,0.57923,0.0,1.57003,1.2,-0.4,0.0,2.5,0.0,0.0,0.0,0.0,0.0,2.5,0.0,0.0,0.0,0.0,0.0],
-        "solver_cfg": {
-            "left_arm": {
-                "ik_nearest_weight": [5, 5, 1, 5, 1, 1, 1]
-            },
-            "right_arm": {
-                "ik_nearest_weight": [5, 5, 1, 5, 1, 1, 1],
-                "tcp": [[ 1.0  ,  0.0  ,  0.0  ,  0.0  ],
-                        [ 0.0  ,  0.0  , -1.0  , -0.04],
-                        [ 0.0  ,  1.0  ,  0.0  ,  0.14],
-                        [ 0.0  ,  0.0  ,  0.0  ,  1.0  ]]
-            }
-        }
-    },
-    "sensor": [
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_left_wrist",
-            "sensor_name": "cam_left_wrist",
-            "width": 640,
-            "height": 480,
-            "intrinsics": [487.39422607421875, 487.39422607421875, 320.3005676269531, 210.7530517578125],
-            "enable_mask": true,
-            "attach_link": "left_ee",
-            "attach_xpos": [
-                [ 0.70711, -0.40558,  0.57923,  0.09   ],
-                [-0.0     , -0.81915, -0.57358, -0.05   ],
-                [ 0.70711,  0.40558, -0.57923,  0.04   ],
-                [ 0.0     ,  0.0     ,  0.0     ,  1.0     ]
-            ],
-            "set_near": 0.005,
-            "set_far": 50
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_right_wrist",
-            "sensor_name": "cam_right_wrist",
-            "width": 640,
-            "height": 480,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "enable_mask": true,
-            "attach_link": "right_ee",
-            "attach_xpos": [
-                [-0.70711, -0.40558,  0.57923,  0.09   ],
-                [-0.0     ,  0.81915,  0.57358,  0.05   ],
-                [-0.70711,  0.40558, -0.57923,  0.04   ],
-                [ 0.0     ,  0.0     ,  0.0     ,  1.0     ]
-            ],
-            "set_near": 0.005,
-            "set_far": 50
-        },
-        {
-            "sensor_type": "StereoCamera",
-            "uid": "cam_high",
-            "sensor_name": "cam_high",
-            "width": 960,
-            "height": 540,
-            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
-            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
-            "enable_mask": true,
-            "enable_depth": true,
-            "relativate_T": [
-                [
-                    0.99996440327,
-                    0.000856048544,
-                    0.008394008265,
-                    0.059684025824163614
-                ],
-                [
-                    -0.00085599875,
-                    0.999999633588,
-                    -9.524764e-06,
-                    1.064844737251626e-05
-                ],
-                [
-                    -0.008394013343,
-                    2.339165e-06,
-                    0.999964769647,
-                    0.0002219304982263564
-                ],
-                [
-                    0,
-                    0,
-                    0,
-                    1
-                ]
-            ],
-            "set_near": 0.005,
-            "set_far": 50,
-            "camera_position": [
-                0.35368482807598,
-                0.014695524383058989,
-                1.4517046071614774
-            ],
-            "camera_look_at": [
-                0.7186357573287919,
-                -0.054534732904795505,
-                0.5232553674540066
-            ],
-            "up_vector": [
-                0.9306678549330372,
-                -0.0005600064212467153,
-                0.3658647703553347
-            ]
-        }
-    ],
-    "light": {
-        "direct": [
-            {
-                "uid": "light1",
-                "light_type": "point",
-                "color": [1.0, 1.0, 1.0],
-                "intensity": 100,
-                "init_pos": [0, 0, 2],
-                "radius": 10.0
-            }
-        ]
-    },
-    "background": [
-        {
-            "uid": "table",
-            "shape": { "shape_type": "Mesh", "fpath": "static_scenes/static_scene_3/circle_table_simple.ply", "compute_uv": false },
-            "body_scale": [1.0, 0.8, 0.8],
-            "init_local_pose": [
-                [2.220446049250313e-16, 0.0, 1.0, 0.7],
-                [0.0, 1.0, 0.0, 0.0],
-                [-1.0, 0.0, 2.220446049250313e-16, 0.92],
-                [0.0, 0.0, 0.0, 1.0]
-            ],
-            "body_type": "kinematic",
-            "max_convex_hull_num": 1
-        }
-    ],
-    "rigid_object": [
-        {
-            "uid": "bottle",
-            "shape": { "shape_type": "Mesh", "fpath": "objects/object_6/xingbake_processed.ply" },
-            "attrs": {
-                "mass": 0.005,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "restitution": 0.1,
-                "max_depenetration_velocity": 1e1
-            },
-            "body_scale": [1, 1, 1],
-            "init_local_pose": [
-                [1.0, 0.0, 0.0, 0.59013],
-                [0.0, 1.0, 0.0, -0.02475],
-                [0.0, 0.0, 1.0, 1.06664],
-                [0.0, 0.0, 0.0, 1.0]
-            ],
-            "max_convex_hull_num": 8
-        },
-        {
-            "uid": "cup",
-            "shape": { "shape_type": "Mesh", "fpath": "objects/object_7/paper_cup.ply" },
-            "attrs": {
-                "mass": 0.005,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "restitution": 0.1,
-                "max_depenetration_velocity": 1e1
-            },
-            "body_scale": [0.75, 0.75, 1.0],
-            "init_local_pose": [
-                [0.9986, -0.00476, 0.05268, 0.66128],
-                [0.01116, 0.99248, -0.12189, 0.1],
-                [-0.0517, 0.12231, 0.99114, 1.0],
-                [0.0, 0.0, 0.0, 1.0]
-            ],
-            "max_convex_hull_num": 8
-        }
-    ],
-    "task": {
-        "name": "pour_water_single",
-        "data": {
-            "0": {
-                "trajectory": {
-                    "path": "demo1",
-                    "sample_ratio": 0.1,
-                    "scope": {
-                        "right_arm": [
-                            8,
-                            9,
-                            10,
-                            11,
-                            12,
-                            13,
-                            14
-                        ],
-                        "left_arm": [
-                            0,
-                            1,
-                            2,
-                            3,
-                            4,
-                            5,
-                            6
-                        ],
-                        "left_eef": [
-                            7
-                        ],
-                        "right_eef": [
-                            15
-                        ]
-                    }
-                },
-                "node": {
-                    "right_arm": [
-                        {
-                            "0": {
-                                "affordance_name": "grasp_qpos",
-                                "master": "",
-                                "slaver": "bottle",
-                                "timestep": 122,
-                                "mimicable": true,
-                                "trajectory": {
-                                    "name": "load_trajectory",
-                                    "kwargs": {}
-                                }
-                            },
-                            "1": {
-                                "affordance_name": "after_pour_qpos",
-                                "master": "bottle",
-                                "slaver": "",
-                                "timestep": 436,
-                                "trajectory": {
-                                    "name": "load_trajectory",
-                                    "kwargs": {}
-                                }
-                            },
-                            "3": {
-                                "affordance_name": "place_qpos",
-                                "master": "bottle",
-                                "slaver": "",
-                                "timestep": 502,
-                                "trajectory": {
-                                    "name": "load_trajectory",
-                                    "kwargs": {}
-                                }
-                            },
-                            "4": {
-                                "affordance_name": "pour_qpos",
-                                "master": "bottle",
-                                "slaver": "cup",
-                                "timestep": 327,
-                                "trajectory": {
-                                    "name": "load_trajectory",
-                                    "kwargs": {}
-                                }
-                            },
-                            "5": {
-                                "affordance_name": "before_pour_qpos",
-                                "master": "bottle",
-                                "slaver": "",
-                                "timestep": 207,
-                                "trajectory": {
-                                    "name": "load_trajectory",
-                                    "kwargs": {}
-                                }
-                            }
-                        }
-                    ],
-                    "left_arm": [],
-                    "right_eef": [
-                        {   
-                            "0": {
-                                "affordance_name": "right_close",
-                                "master": "",
-                                "slaver": "bottle",
-                                "timestep": 123,
-                                "mimicable": false,
-                                "duration": 20,
-                                "trajectory": {
-                                    "name": "execute_close",
-                                    "kwargs": {}
-                                }
-                            },
-                            "1": {
-                                "affordance_name": "right_open",
-                                "master": "",
-                                "slaver": "bottle",
-                                "timestep": 502,
-                                "mimicable": false,
-                                "duration": 20,
-                                "trajectory": {
-                                    "name": "execute_open",
-                                    "kwargs": {}
-                                }
-                            }
-
-                        }
-                    ],
-                    "left_eef": []
-                },
-                "sync": {
-                    "right_eefhand_init_qpos": {
-                        "depend_tasks": [
-                            "grasp_qpos"
-                        ]
-                    },
-                    "grasp_qpos": {
-                        "depend_tasks": [
-                            "right_close"
-                        ]
-                    },
-                    "right_close": {
-                        "depend_tasks": [
-                            "place_qpos"
-                        ]
-                    },
-                    "place_qpos": {
-                        "depend_tasks": [
-                            "right_open"
-                        ]
-                    }
-                }
-            },
-            "1": {
-                "trajectory": {
-                    "path": "demo2",
-                    "sample_ratio": 0.1,
-                    "scope": {
-                        "right_arm": [
-                            8,
-                            9,
-                            10,
-                            11,
-                            12,
-                            13,
-                            14
-                        ],
-                        "left_arm": [
-                            0,
-                            1,
-                            2,
-                            3,
-                            4,
-                            5,
-                            6
-                        ],
-                        "left_eef": [
-                            7
-                        ],
-                        "right_eef": [
-                            15
-                        ]
-                    }
-                },
-                "node": {
-                    "right_arm": [
-                        {
-                            "0": {
-                                "affordance_name": "grasp_qpos",
-                                "master": "",
-                                "slaver": "bottle",
-                                "timestep": 163,
-                                "mimicable": true,
-                                "trajectory": {
-                                    "name": "load_trajectory",
-                                    "kwargs": {}
-                                }
-                            },
-                            "1": {
-                                "affordance_name": "pour_qpos",
-                                "master": "bottle",
-                                "slaver": "cup",
-                                "timestep": 400,
-                                "trajectory": {
-                                    "name": "load_trajectory",
-                                    "kwargs": {}
-                                }
-                            },
-                            "3": {
-                                "affordance_name": "place_qpos",
-                                "master": "bottle",
-                                "slaver": "",
-                                "timestep": 692,
-                                "trajectory": {
-                                    "name": "load_trajectory",
-                                    "kwargs": {}
-                                }
-                            },
-                            "4": {
-                                "affordance_name": "after_pour_qpos",
-                                "master": "bottle",
-                                "slaver": "",
-                                "timestep": 532,
-                                "trajectory": {
-                                    "name": "load_trajectory",
-                                    "kwargs": {}
-                                }
-                            },
-                            "5": {
-                                "affordance_name": "before_pour_qpos",
-                                "master": "bottle",
-                                "slaver": "",
-                                "timestep": 232,
-                                "trajectory": {
-                                    "name": "load_trajectory",
-                                    "kwargs": {}
-                                }
-                            }
-                        }
-                    ],
-                    "left_arm": [],
-                    "right_eef": [
-                        {   
-                            "0": {
-                                "affordance_name": "right_close",
-                                "master": "",
-                                "slaver": "bottle",
-                                "timestep": 210,
-                                "mimicable": false,
-                                "duration": 20,
-                                "trajectory": {
-                                    "name": "execute_close",
-                                    "kwargs": {}
-                                }
-                            },
-                            "1": {
-                                "affordance_name": "right_open",
-                                "master": "",
-                                "slaver": "bottle",
-                                "timestep": 692,
-                                "mimicable": false,
-                                "duration": 20,
-                                "trajectory": {
-                                    "name": "execute_open",
-                                    "kwargs": {}
-                                }
-                            }
-
-                        }
-                    ],
-                    "left_eef": []
-                },
-                "sync": {
-                    "right_eefhand_init_qpos": {
-                        "depend_tasks": [
-                            "grasp_qpos"
-                        ]
-                    },
-                    "grasp_qpos": {
-                        "depend_tasks": [
-                            "right_close"
-                        ]
-                    },
-                    "right_close": {
-                        "depend_tasks": [
-                            "place_qpos"
-                        ]
-                    },
-                    "place_qpos": {
-                        "depend_tasks": [
-                            "right_open"
-                        ]
-                    }
-                }
-            }
-        }
-    }
-}
diff --git a/configs/gym/scoop_ice/gym_config.json b/configs/gym/scoop_ice/gym_config.json
index eed397ac..331f8db6 100644
--- a/configs/gym/scoop_ice/gym_config.json
+++ b/configs/gym/scoop_ice/gym_config.json
@@ -46,25 +46,6 @@
                     "target": [0.5, 0, 1]
                 }
             }
-        },
-        "dataset": {
-            "instruction": {
-                "lang": "Scoop ice."
-            },
-            "robot_meta": {
-                "arm_dofs": 14,
-                "control_freq": 25,
-                "qpos_to_control": [6, 8, 10, 12, 14, 16, 18, 24, 7, 9, 11, 13, 15, 17, 19, 29],
-                "observation": {
-                    "vision": {
-                        "cam_high": [], 
-                        "cam_right_wrist": [], 
-                        "cam_left_wrist": []
-                    },
-                    "states": ["qpos"]
-                },
-                "min_len_steps": 10
-            }
         }
     },
     "robot": {
diff --git a/embodichain/data/__init__.py b/embodichain/data/__init__.py
index f97508ac..9e152ab9 100644
--- a/embodichain/data/__init__.py
+++ b/embodichain/data/__init__.py
@@ -14,22 +14,5 @@
 # limitations under the License.
 # ----------------------------------------------------------------------------
 
-import os
-
-database_dir = os.path.dirname(os.path.abspath(__file__)).replace("data", "database")
-video_dir = os.path.join(database_dir, "video")
-weights_dir = os.path.join(database_dir, "weights")
-database_2d_dir = os.path.join(database_dir, "2dasset")
-database_lang_dir = os.path.join(database_dir, "lang")
-database_demo_dir = os.path.join(database_dir, "demostration")
-database_tmp_dir = os.path.join(database_dir, "tmp")
-database_train_dir = os.path.join(database_dir, "train")
-
-
-if not os.path.exists(database_tmp_dir):
-    os.makedirs(database_tmp_dir, exist_ok=True)
-if not os.path.exists(database_train_dir):
-    os.makedirs(database_train_dir, exist_ok=True)
-
 from . import assets
 from .dataset import *
diff --git a/embodichain/data/assets/demo_assets.py b/embodichain/data/assets/demo_assets.py
index 8480d468..656c6bfa 100644
--- a/embodichain/data/assets/demo_assets.py
+++ b/embodichain/data/assets/demo_assets.py
@@ -15,7 +15,8 @@
 # ----------------------------------------------------------------------------
 
 import open3d as o3d
-from pathlib import Path
+import os
+
 from embodichain.data.dataset import EmbodiChainDataset
 from embodichain.data.constants import (
     EMBODICHAIN_DOWNLOAD_PREFIX,
@@ -26,7 +27,7 @@
 class ScoopIceNewEnv(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/demo/ScoopIceNewEnv.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "demo/ScoopIceNewEnv.zip"),
             "e92734a9de0f64be33a11fbda0fbd3b6",
         )
         prefix = "ScoopIceNewEnv"
@@ -38,7 +39,7 @@ def __init__(self, data_root: str = None):
 class MultiW1Data(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/demo/multi_w1_demo.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "demo/multi_w1_demo.zip"),
             "984e8fa3aa05cb36a1fd973a475183ed",
         )
         prefix = "MultiW1Data"
diff --git a/embodichain/data/assets/eef_assets.py b/embodichain/data/assets/eef_assets.py
index fa1e9aae..7f52b9ee 100644
--- a/embodichain/data/assets/eef_assets.py
+++ b/embodichain/data/assets/eef_assets.py
@@ -15,6 +15,7 @@
 # ----------------------------------------------------------------------------
 
 
+import os
 import open3d as o3d
 from embodichain.data.dataset import EmbodiChainDataset
 from embodichain.data.constants import (
@@ -43,7 +44,7 @@ class DH_PGC_140_50(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/eef_assets/DH_PGC_140_50.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "eef_assets/DH_PGC_140_50.zip"),
             "c2a642308a76e99b1b8b7cb3a11c5df3",
         )
         prefix = "DH_PGC_140_50"
@@ -72,7 +73,7 @@ class DH_PGI_140_80(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/eef_assets/DH_PGI_140_80.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "eef_assets/DH_PGI_140_80.zip"),
             "05a1a08b13c6250cc12affeeda3a08ba",
         )
         prefix = "DH_PGI_140_80"
@@ -102,7 +103,7 @@ class DH_PGC_140_50_M(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/eef_assets/DH_PGC_140_50_M.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "eef_assets/DH_PGC_140_50_M.zip"),
             "3a9ab5f32639e03afb38dc033b44bb62",
         )
         prefix = "DH_PGC_140_50_M"
@@ -131,7 +132,7 @@ class ZH_CTM2F110(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/eef_assets/ZH_CTM2F110.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "eef_assets/ZH_CTM2F110.zip"),
             "0e7c3310425609797fe010b2a76fe465",
         )
         prefix = "ZH_CTM2F110"
@@ -162,7 +163,9 @@ class BrainCoHandRevo1(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/eef_assets/BrainCoHandRevo01.zip",
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX, "eef_assets/BrainCoHandRevo01.zip"
+            ),
             "ff9ac77e7e1493fd32d40c87fecbee6c",
         )
         prefix = "BrainCoHandRevo1"
@@ -197,7 +200,7 @@ class InspireHand(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/eef_assets/InspireHand.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "eef_assets/InspireHand.zip"),
             "c60132a6f03866fb021cca5b6d72845e",
         )
         prefix = "InspireHand"
@@ -226,7 +229,7 @@ class Robotiq2F85(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/eef_assets/Robotiq2F85.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "eef_assets/Robotiq2F85.zip"),
             "53ecbf2c953f43f1134aa7223e592292",
         )
         prefix = "Robotiq2F85"
@@ -255,7 +258,7 @@ class WheelTecFA2F(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/eef_assets/WheelTecFA2F.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "eef_assets/WheelTecFA2F.zip"),
             "feaf13f25b1c6ce58d011b1f2fa72f58",
         )
         prefix = "WheelTecFA2F"
diff --git a/embodichain/data/assets/materials.py b/embodichain/data/assets/materials.py
index 784d6c6d..c40369dd 100644
--- a/embodichain/data/assets/materials.py
+++ b/embodichain/data/assets/materials.py
@@ -14,6 +14,7 @@
 # limitations under the License.
 # ----------------------------------------------------------------------------
 
+import os
 import open3d as o3d
 
 from pathlib import Path
@@ -30,7 +31,9 @@
 class SimResources(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/materials/embodisim_resources.zip",
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX, "materials/embodisim_resources.zip"
+            ),
             "53c054b3ae0857416dc52632eb562c12",
         )
         prefix = "SimResources"
@@ -98,7 +101,7 @@ def get_material_list(self) -> List[str]:
 class CocoBackground(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/materials/CocoBackground.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "materials/CocoBackground.zip"),
             "fda82404a317281263bd5849e9eb31a1",
         )
         prefix = "CocoBackground"
diff --git a/embodichain/data/assets/obj_assets.py b/embodichain/data/assets/obj_assets.py
index 6c2310f8..5d7a63f8 100644
--- a/embodichain/data/assets/obj_assets.py
+++ b/embodichain/data/assets/obj_assets.py
@@ -15,6 +15,7 @@
 # ----------------------------------------------------------------------------
 
 
+import os
 import open3d as o3d
 from embodichain.data.dataset import EmbodiChainDataset
 from embodichain.data.constants import (
@@ -26,7 +27,9 @@
 class ShopTableSimple(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/shop_table_simple.zip",
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/shop_table_simple.zip"
+            ),
             "e3061ee024de7840f773b70140dcd43f",
         )
         prefix = "ShopTableSimple"
@@ -38,7 +41,9 @@ def __init__(self, data_root: str = None):
 class CircleTableSimple(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/circle_table_simple.zip",
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/circle_table_simple.zip"
+            ),
             "42ad2be8cd0caddcf9bfbf106b7783f3",
         )
         prefix = "CircleTableSimple"
@@ -50,7 +55,7 @@ def __init__(self, data_root: str = None):
 class PlasticBin(o3d.data.DownloadDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/plastic_bin.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/plastic_bin.zip"),
             "21e00083689a4a3c4e4ae3fd89c61e55",
         )
         prefix = "PlasticBin"
@@ -62,7 +67,7 @@ def __init__(self, data_root: str = None):
 class Chair(o3d.data.DownloadDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/chair.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/chair.zip"),
             "df3d7d1a05731d45fb2c678a40a39cd4",
         )
         prefix = "Chair"
@@ -74,7 +79,7 @@ def __init__(self, data_root: str = None):
 class ContainerMetal(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/container_metal.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/container_metal.zip"),
             "ceafb87f8177609f87aaa6779fcbb9a3",
         )
         prefix = "ContainerMetal"
@@ -86,7 +91,9 @@ def __init__(self, data_root: str = None):
 class SimpleBoxDrawer(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/simple_box_drawer.zip",
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/simple_box_drawer.zip"
+            ),
             "966b648bca16823ee91525847c183973",
         )
         prefix = "SimpleBoxDrawer"
@@ -98,7 +105,7 @@ def __init__(self, data_root: str = None):
 class AdrianoTable(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/adriano_table.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/adriano_table.zip"),
             "8453583a9a1a9d04d50268f8a3da554f",
         )
         prefix = "AdrianoTable"
@@ -110,7 +117,7 @@ def __init__(self, data_root: str = None):
 class CoffeeCup(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/CoffeeCup.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/CoffeeCup.zip"),
             "f05fce385826414c15e19df3b75dc886",
         )
         prefix = "CoffeeCup"
@@ -122,7 +129,9 @@ def __init__(self, data_root: str = None):
 class SlidingBoxDrawer(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/SlidingBoxDrawer.zip",
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/SlidingBoxDrawer.zip"
+            ),
             "b03d9006503d27b75ddeb06d31b2c7a5",
         )
         prefix = "SlidingBoxDrawer"
@@ -134,7 +143,7 @@ def __init__(self, data_root: str = None):
 class AiLiMu_BoxDrawer(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            EMBODICHAIN_DOWNLOAD_PREFIX + "AiLiMu_BoxDrawer_v3.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "AiLiMu_BoxDrawer_v3.zip"),
             "9a2889151a23d482f95f602cce9900c6",
         )
         prefix = "AiLiMu_BoxDrawer"
@@ -146,7 +155,7 @@ def __init__(self, data_root: str = None):
 class AluminumTable(o3d.data.DownloadDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            EMBODICHAIN_DOWNLOAD_PREFIX + "AluminumTable.glb",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "AluminumTable.glb"),
             "02991d36ca9b70f019ed330a61143aa9",
         )
         prefix = "AluminumTable"
@@ -158,7 +167,7 @@ def __init__(self, data_root: str = None):
 class ToyDuck(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            EMBODICHAIN_DOWNLOAD_PREFIX + "ToyDuck.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "ToyDuck.zip"),
             "2f5c00ba487edf34ad668f7257c0264e",
         )
         prefix = "ToyDuck"
@@ -170,7 +179,7 @@ def __init__(self, data_root: str = None):
 class PaperCup(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            EMBODICHAIN_DOWNLOAD_PREFIX + "PaperCup.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "PaperCup.zip"),
             "359d13af8c5f31ad3226d8994a1a7198",
         )
         prefix = "PaperCup"
@@ -182,7 +191,7 @@ def __init__(self, data_root: str = None):
 class ChainRainSec(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/lianguijie.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/lianguijie.zip"),
             "2387589040a4d3f2676b622362452242",
         )
         prefix = "ChainRainSec"
@@ -194,7 +203,7 @@ def __init__(self, data_root: str = None):
 class TableWare(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/tableware.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/tableware.zip"),
             "403e340fc0e4996c002ee774f89cd236",
         )
         prefix = "TableWare"
@@ -206,7 +215,7 @@ def __init__(self, data_root: str = None):
 class ScannedBottle(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/obj_assets/ScannedBottle.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/ScannedBottle.zip"),
             "d2b2d4deb7b463a734af099f7624b4af",
         )
         prefix = "ScannedBottle"
diff --git a/embodichain/data/assets/robot_assets.py b/embodichain/data/assets/robot_assets.py
index 60a33678..6c2d47e5 100644
--- a/embodichain/data/assets/robot_assets.py
+++ b/embodichain/data/assets/robot_assets.py
@@ -15,6 +15,7 @@
 # ----------------------------------------------------------------------------
 
 
+import os
 import open3d as o3d
 from embodichain.data.dataset import EmbodiChainDataset
 from embodichain.data.constants import (
@@ -49,7 +50,9 @@ class CobotMagicArm(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/CobotMagicArmV2.zip",
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/CobotMagicArmV2.zip"
+            ),
             "14af3e84b74193680899a59fc74e8337",
         )
         prefix = "CobotMagicArm"
@@ -78,7 +81,7 @@ class RidgeBack(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/RidgeBack.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/RidgeBack.zip"),
             "f03e1a6f4c781ad8957a88bdb010e9b6",
         )
         prefix = "RidgeBack"
@@ -109,7 +112,7 @@ class UnitreeH1(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/UnitreeH1.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/UnitreeH1.zip"),
             "339417cef5051a912693f3c64d29dddc",
         )
         prefix = "UnitreeH1"
@@ -140,7 +143,7 @@ class ABB(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/ABB.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/ABB.zip"),
             "ea6df4983982606c43387783e5fb8c05",
         )
         prefix = "ABB"
@@ -171,7 +174,7 @@ class Motoman(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/Motoman.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/Motoman.zip"),
             "ee5f16cfce34d8e2cb996fcff8a25986",
         )
         prefix = "Motoman"
@@ -202,7 +205,7 @@ class KUKA(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/KUKA.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/KUKA.zip"),
             "da7a2dfd0db3f486e407f038d25c7537",
         )
         prefix = "KUKA"
@@ -233,7 +236,7 @@ class Fanuc(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/Fanuc.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/Fanuc.zip"),
             "0a1c562f4719f7cdc1b24545fec4a301",
         )
         prefix = "Fanuc"
@@ -272,7 +275,9 @@ class UniversalRobots(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/UniversalRobots.zip",
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/UniversalRobots.zip"
+            ),
             "dbd12f7e36cef4e5025b82f748233b80",
         )
         prefix = "UniversalRobots"
@@ -303,7 +308,7 @@ class Rokae(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/Rokae.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/Rokae.zip"),
             "fbfb852d6139e94b7c422771542f988f",
         )
         prefix = "Rokae"
@@ -336,7 +341,7 @@ class Franka(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/Franka.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/Franka.zip"),
             "c2de367fe1da02eeb45a8129f903d0b6",
         )
         prefix = "Franka"
@@ -365,7 +370,7 @@ class Agile(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/Agile.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/Agile.zip"),
             "fd47d7ab8a4d13960fd76e59544ba836",
         )
         prefix = "Agile"
@@ -396,7 +401,7 @@ class Hans(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/Hans.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/Hans.zip"),
             "c867c406e3dffd6982fd0a15e7dc7e29",
         )
         prefix = "Hans"
@@ -425,7 +430,7 @@ class Aubo(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/Aubo.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/Aubo.zip"),
             "2574649cd199c11267cc0f4aeac65557",
         )
         prefix = "Aubo"
@@ -454,7 +459,7 @@ class RainbowY1(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/robot_assets/RainbowY1.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/RainbowY1.zip"),
             "5979a3aaadb5de6488b13765d523564f",
         )
         prefix = "RainbowY1"
diff --git a/embodichain/data/assets/scene_assets.py b/embodichain/data/assets/scene_assets.py
index bd6e30a3..f1089bf7 100644
--- a/embodichain/data/assets/scene_assets.py
+++ b/embodichain/data/assets/scene_assets.py
@@ -14,6 +14,7 @@
 # limitations under the License.
 # ----------------------------------------------------------------------------
 
+import os
 import open3d as o3d
 from pathlib import Path
 from embodichain.data.dataset import EmbodiChainDataset
@@ -43,7 +44,7 @@ class SceneData(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
 
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/scene_assets/SceneData.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "scene_assets/SceneData.zip"),
             "fb46e4694cc88886fc785704e891a68a",
         )
         prefix = "SceneData"
@@ -54,7 +55,7 @@ def __init__(self, data_root: str = None):
 class EmptyRoom(o3d.data.DownloadDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/scene_assets/empty_room.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "scene_assets/empty_room.zip"),
             "612ffead4fac95114bec2e3812469f96",
         )
         prefix = "EmptyRoom"
diff --git a/embodichain/data/assets/w1_assets.py b/embodichain/data/assets/w1_assets.py
index b46e807f..c3aeab79 100644
--- a/embodichain/data/assets/w1_assets.py
+++ b/embodichain/data/assets/w1_assets.py
@@ -14,6 +14,7 @@
 # limitations under the License.
 # ----------------------------------------------------------------------------
 
+import os
 import open3d as o3d
 from embodichain.data.dataset import EmbodiChainDataset
 from embodichain.data.constants import (
@@ -61,7 +62,7 @@ class DexforceW1V021(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/DexforceW1V021.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/DexforceW1V021.zip"),
             "3cc3a0bfd1c50ebed5bee9dadeee6756",
         )
         prefix = "DexforceW1V021"
@@ -83,7 +84,10 @@ class DexforceW1V021_INDUSTRIAL_DH_PGC_GRIPPER_M(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/DexforceW1V021_INDUSTRIAL_DH_PGC_GRIPPER_M.zip",
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX,
+                "dexforce_w1/DexforceW1V021_INDUSTRIAL_DH_PGC_GRIPPER_M.zip",
+            ),
             "06ec5dfa76dc69160d7ff9bc537a6a7b",
         )
         prefix = "DexforceW1V021_INDUSTRIAL_DH_PGC_GRIPPER_M"
@@ -105,7 +109,10 @@ class DexforceW1V021_ANTHROPOMORPHIC_BRAINCO_HAND_REVO1(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/DexforceW1V021_ANTHROPOMORPHIC_BRAINCO_HAND_REVO1.zip",
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX,
+                "dexforce_w1/DexforceW1V021_ANTHROPOMORPHIC_BRAINCO_HAND_REVO1.zip",
+            ),
             "ef19d247799e79233863b558c47b32cd",
         )
         prefix = "DexforceW1V021_ANTHROPOMORPHIC_BRAINCO_HAND_REVO1"
@@ -117,7 +124,9 @@ def __init__(self, data_root: str = None):
 class DexforceW1ChassisV021(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/W1_Chassis_v021.zip",
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/W1_Chassis_v021.zip"
+            ),
             "6b0517a4d92a572988641d46269d063f",
         )
         prefix = "DexforceW1ChassisV021"
@@ -129,7 +138,7 @@ def __init__(self, data_root: str = None):
 class DexforceW1TorsoV021(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/W1_Torso_v021.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/W1_Torso_v021.zip"),
             "4f762a3ae6ef2acbe484c915cf80da7b",
         )
         prefix = "DexforceW1TorsoV021"
@@ -141,7 +150,7 @@ def __init__(self, data_root: str = None):
 class DexforceW1EyesV021(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/W1_Eyes_v021.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/W1_Eyes_v021.zip"),
             "80e0b86ef2e934f439c99b79074f6f3c",
         )
         prefix = "DexforceW1EyesV021"
@@ -153,7 +162,7 @@ def __init__(self, data_root: str = None):
 class DexforceW1HeadV021(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/W1_Head_v021.zip",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/W1_Head_v021.zip"),
             "ba72805828c5fd62ad55d6a1458893d0",
         )
         prefix = "DexforceW1HeadV021"
@@ -165,7 +174,9 @@ def __init__(self, data_root: str = None):
 class DexforceW1LeftArm1V021(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/W1_LeftArm_1_v021.zip",
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/W1_LeftArm_1_v021.zip"
+            ),
             "c3cacda7bd36389ed98620047bff6216",
         )
         prefix = "DexforceW1LeftArm1V021"
@@ -177,7 +188,9 @@ def __init__(self, data_root: str = None):
 class DexforceW1RightArm1V021(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/W1_RightArm_1_v021.zip",
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/W1_RightArm_1_v021.zip"
+            ),
             "456c9495748171003246a3f6626bb0db",
         )
         prefix = "DexforceW1RightArm2V021"
@@ -189,7 +202,9 @@ def __init__(self, data_root: str = None):
 class DexforceW1LeftArm2V021(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/W1_LeftArm_2_v021.zip",
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/W1_LeftArm_2_v021.zip"
+            ),
             "b99bd0587cc9a36fed3cdaa4f9fd62e7",
         )
         prefix = "DexforceW1LeftArm2V021"
@@ -201,7 +216,9 @@ def __init__(self, data_root: str = None):
 class DexforceW1RightArm2V021(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/dexforce_w1/W1_RightArm_2_v021.zip",
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/W1_RightArm_2_v021.zip"
+            ),
             "d9f25b2d5244ca5a859040327273a99e",
         )
         prefix = "DexforceW1RightArm1V021"
diff --git a/embodichain/data/constants.py b/embodichain/data/constants.py
index 3a4aa144..17264a80 100644
--- a/embodichain/data/constants.py
+++ b/embodichain/data/constants.py
@@ -17,5 +17,7 @@
 
 from pathlib import Path
 
-EMBODICHAIN_DOWNLOAD_PREFIX = "http://192.168.3.120/CoreEngine/Data/embodychain_data/"
+EMBODICHAIN_DOWNLOAD_PREFIX = (
+    "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/"
+)
 EMBODICHAIN_DEFAULT_DATA_ROOT = str(Path.home() / ".cache" / "embodichain_data")
diff --git a/embodichain/data/data_engine/__init__.py b/embodichain/data/data_engine/__init__.py
deleted file mode 100644
index e4655620..00000000
--- a/embodichain/data/data_engine/__init__.py
+++ /dev/null
@@ -1,15 +0,0 @@
-# ----------------------------------------------------------------------------
-# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-# ----------------------------------------------------------------------------
diff --git a/embodichain/data/data_engine/data_dict_extractor.py b/embodichain/data/data_engine/data_dict_extractor.py
deleted file mode 100644
index d56a5a94..00000000
--- a/embodichain/data/data_engine/data_dict_extractor.py
+++ /dev/null
@@ -1,1135 +0,0 @@
-# ----------------------------------------------------------------------------
-# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-# ----------------------------------------------------------------------------
-
-from embodichain.utils.logger import log_warning, log_error
-
-try:
-    import h5ffmpeg as hf
-
-    has_h5ffmpeg = True
-except Exception as e:
-    has_h5ffmpeg = False
-    log_warning("Fail to import h5ffmpeg.")
-
-import h5py
-import os
-import random
-import torch
-import numpy as np
-
-from functools import cached_property
-from typing import Dict, Any, List, Union, Optional
-from embodichain.data.enum import (
-    Modality,
-    PrivilegeType,
-    JointType,
-)
-from embodichain.lab.sim.objects import Robot
-from embodichain.lab.sim.sensors import StereoCamera
-from embodichain.lab.gym.envs import BaseEnv, EmbodiedEnv
-from embodichain.lab.gym.utils.gym_utils import map_qpos_to_eef_pose
-from embodichain.utils.utility import get_right_name
-from embodichain.lab.gym.utils.misc import _data_key_to_control_part
-from embodichain.utils import logger
-from embodichain.data.data_engine.unified_state import (
-    StateUnifier,
-)
-from embodichain.data.enum import (
-    SUPPORTED_PROPRIO_TYPES,
-    SUPPORTED_ACTION_TYPES,
-    SUPPORTED_EXTRA_VISION_TYPES,
-)
-from tqdm import tqdm
-from copy import deepcopy
-
-SCALE_FACTOR = 4e3  # Scale factor for depth data
-FAR_CLIP = 4.0  # m
-
-DATA_FORMATS = {
-    "observations": {
-        Modality.IMAGES.value: {},
-        Modality.GEOMAP.value: {},
-        PrivilegeType.MASK.value: {},
-        PrivilegeType.EXTEROCEPTION.value: {},
-        Modality.STATES.value: {},
-    },
-    Modality.ACTIONS.value: {},
-}
-
-
-class CompressedVideoHDF5:
-    def __init__(self, save_path: str, chunks: int = 20) -> None:
-        """
-        Initializes the data dictionary extractor with the specified save path and number of chunks.
-        Attempts to configure video encoding settings based on the detected GPU model using the h5ffmpeg library.
-        Supported GPUs include NVIDIA A800 and NVIDIA GeForce RTX 3060, with specific encoding configurations for each.
-        If the GPU is unsupported or an error occurs during initialization, a warning is logged and default configuration is used.
-
-        Args:
-            save_path (str): Path where extracted data will be saved.
-            chunks (int, optional): Number of chunks to split the data into. Defaults to 20.
-
-        Raises:
-            ValueError: If the detected GPU is not supported.
-        """
-        self.save_path = save_path
-        self.chunks = chunks
-
-        try:
-            import h5ffmpeg as hf
-            import torch
-
-            name = torch.cuda.get_device_name()
-
-            if "A800" in name or name == "NVIDIA A800-SXM4-80GB":
-                self.conf = {
-                    Modality.GEOMAP.value: hf.x264(
-                        preset="veryfast", tune="fastdecode"
-                    ),
-                    Modality.IMAGES.value: hf.x264(
-                        preset="veryfast", tune="fastdecode"
-                    ),
-                    PrivilegeType.MASK.value: hf.x264(
-                        preset="veryslow", tune="ssim", crf=0
-                    ),
-                }
-            elif "3060" in name or name == "NVIDIA GeForce RTX 3060":
-                self.conf = {
-                    Modality.GEOMAP.value: hf.h264_nvenc(),
-                    Modality.IMAGES.value: hf.h264_nvenc(),
-                    PrivilegeType.MASK.value: hf.h264_nvenc(),
-                }
-            elif "3090" in name or name == "NVIDIA GeForce RTX 3090":
-                self.conf = {
-                    Modality.GEOMAP.value: hf.x264(
-                        preset="veryfast", tune="fastdecode"
-                    ),
-                    Modality.IMAGES.value: hf.x264(
-                        preset="veryfast", tune="fastdecode"
-                    ),
-                    PrivilegeType.MASK.value: hf.x264(
-                        preset="veryslow", tune="ssim", crf=0
-                    ),
-                }
-            elif "4090" in name or name == "NVIDIA GeForce RTX 4090":
-                self.conf = {
-                    Modality.GEOMAP.value: hf.x264(
-                        preset="veryfast", tune="fastdecode"
-                    ),
-                    Modality.IMAGES.value: hf.x264(
-                        preset="veryfast", tune="fastdecode"
-                    ),
-                    PrivilegeType.MASK.value: hf.x264(
-                        preset="veryslow", tune="ssim", crf=0
-                    ),
-                }
-            else:
-                raise ValueError("Unsupported GPU: {}".format(name))
-
-        except Exception as e:
-            log_warning(
-                "{}. Please make sure h5ffmpeg is successfully installed.".format(e)
-            )
-            self.conf = {}
-
-    @staticmethod
-    def is_compressed_hdf5(data: Dict) -> bool:
-        images_group = data.get("observations", {}).get(Modality.IMAGES.value, {})
-        has_compressed_keys = any(
-            (isinstance(k, str) and ("index" in k or "start" in k))
-            for k in images_group.keys()
-        )
-        return has_compressed_keys
-
-    @staticmethod
-    def get_chunk_name(name: str, id: Union[int, str]) -> str:
-        """
-        Generates a chunk name by concatenating the given name with the provided id, separated by an underscore.
-        Args:
-            name (str): The base name for the chunk.
-            id (Union[int, str]): The identifier to append to the name.
-        Returns:
-            str: The resulting chunk name in the format 'name_id'.
-        """
-
-        return name + "_{}".format(id)
-
-    @staticmethod
-    def video_save(
-        f,
-        chunks: int,
-        data: Dict[str, np.ndarray],
-        key: str,
-        dtype=np.uint8,
-        conf: Dict = None,
-    ):
-        """
-        Saves video data from multiple cameras into an HDF5 file, splitting the data into chunks for efficient storage.
-        Args:
-            f: An open HDF5 file handle where the video data will be saved.
-            data (Dict[str, np.ndarray]): Dictionary mapping camera names to their corresponding video data arrays.
-            key (str): Key under "observations" group in the HDF5 file to store the video data.
-            dtype (type, optional): Data type to convert the video frames to before saving (default: np.uint8).
-            conf (Dict, optional): Additional configuration parameters for HDF5 dataset creation.
-        Notes:
-            - Video data for each camera is processed and split into the specified number of chunks.
-            - Index and start datasets are created for each camera to map frame indices to chunk IDs and chunk start indices.
-            - Uses CompressedVideoHDF5 utility functions for data formatting and conversion.
-            - Progress is displayed using tqdm for each chunk being saved.
-        """
-        import h5ffmpeg as hf
-
-        f_images = f["observations"].create_group(key)
-
-        for cam_name in data.keys():
-            data_ = data[cam_name]
-            if len(data_) != 0:
-                data_ = CompressedVideoHDF5.to_bhw(data_)
-
-                if dtype == np.uint16:
-                    data_ = CompressedVideoHDF5.uint16_depth(data_)
-                else:
-                    data_ = data_.astype(dtype)
-
-                data_chunks = np.array_split(data_, chunks, axis=0)
-                data_chunk_ids = np.arange(data_.shape[0])
-                data_chunk_ids_ = np.array_split(data_chunk_ids, chunks)
-                idtochunkid = np.zeros((data_.shape[0]))
-                chunkid2startid = np.zeros((chunks,))
-                for chunkid, temp in enumerate(data_chunk_ids_):
-                    chunkid2startid[chunkid] = min(temp)
-                    for tempi in temp:
-                        idtochunkid[tempi] = chunkid
-                _ = f_images.create_dataset(
-                    CompressedVideoHDF5.get_chunk_name(cam_name, "index"),
-                    data=idtochunkid,
-                )
-                _ = f_images.create_dataset(
-                    CompressedVideoHDF5.get_chunk_name(cam_name, "start"),
-                    data=chunkid2startid,
-                )
-
-                for t, data_chunk in enumerate(tqdm(data_chunks)):
-                    _ = f_images.create_dataset(
-                        "{}/{}".format(cam_name, t),
-                        data=data_chunk,
-                        chunks=data_chunk.shape,
-                        **conf,
-                    )
-
-    @staticmethod
-    def uint16_depth(
-        data: np.ndarray, scale_factor: float = SCALE_FACTOR, far_clip: float = FAR_CLIP
-    ) -> np.ndarray:
-        """
-        Converts a depth data array to a uint16 format after applying scaling and clipping.
-        Args:
-            data (np.ndarray): The input depth data as a NumPy array.
-            scale_factor (float, optional): The factor by which to scale the depth data.
-                Defaults to SCALE_FACTOR.
-            far_clip (float, optional): The maximum depth value (far clipping plane)
-                before scaling. Defaults to FAR_CLIP.
-        Returns:
-            np.ndarray: The scaled and clipped depth data as a NumPy array of type uint16.
-        """
-        return (np.clip(data * scale_factor, 0, far_clip * scale_factor)).astype(
-            np.uint16
-        )
-
-    @staticmethod
-    def float32_depth(
-        data: np.ndarray, scale_factor: float = SCALE_FACTOR, far_clip: float = FAR_CLIP
-    ) -> np.ndarray:
-        """
-        Converts depth data to float32 and scales it by the given scale factor.
-        Args:
-            data (np.ndarray): The input depth data array.
-            scale_factor (float, optional): The factor by which to scale the depth values. Defaults to SCALE_FACTOR.
-            far_clip (float, optional): The far clipping distance (unused in this function). Defaults to FAR_CLIP.
-        Returns:
-            np.ndarray: The scaled depth data as a float32 numpy array.
-        """
-
-        return data.astype(np.float32) / scale_factor
-
-    @staticmethod
-    def to_bhw(data: np.ndarray) -> np.ndarray:
-        """
-        Reshapes a 4D numpy array from (vdepth, height, width, channels) to (vdepth, height, width * channels).
-        If the input is already a 3D array, returns it unchanged.
-        Args:
-            data (np.ndarray): Input array of shape (vdepth, height, width, channels) or (vdepth, height, width).
-        Returns:
-            np.ndarray: Reshaped array of shape (vdepth, height, width * channels) or the original array if 3D.
-        Raises:
-            Logs an error if the input array does not have 3 or 4 dimensions.
-        """
-
-        if len(data.shape) == 4:
-            vdepth, h, w, channels = (
-                data.shape[0],
-                data.shape[1],
-                data.shape[2],
-                data.shape[3],
-            )
-            return data.reshape(vdepth, h, w * channels)
-        elif len(data.shape) == 3:
-            return data
-        else:
-            log_error("Unsupported data shape: {}".format(data.shape))
-
-    @staticmethod
-    def to_bhwc(data: np.ndarray):
-        """
-        Converts a numpy array to BHWC (Batch, Height, Width, Channels) format.
-        If the input array has 3 dimensions, it reshapes the array to have a channel dimension of size 3.
-        If the input array already has 4 dimensions, it returns the array unchanged.
-        Otherwise, logs an error for unsupported shapes.
-        Args:
-            data (np.ndarray): Input numpy array to be converted.
-        Returns:
-            np.ndarray: Array in BHWC format.
-        Raises:
-            Logs an error if the input array shape is not supported.
-        """
-
-        if len(data.shape) == 3:
-            vdepth, h, w = data.shape
-            return data.reshape(vdepth, h, -1, 3)
-        elif len(data.shape) == 4:
-            return data
-        else:
-            log_error("Unsupported data shape: {}".format(data.shape))
-
-    def dump(
-        self,
-        ret: Dict,
-        video_names: List[str] = [
-            Modality.IMAGES.value,
-            PrivilegeType.MASK.value,
-            Modality.GEOMAP.value,
-        ],
-        dtypes: List = [np.uint8, np.uint8, np.uint16],
-    ):
-        """
-        Dumps the provided data into an HDF5 file, saving specific video data with
-        compression and specified data types.
-        Args:
-            ret (Dict): The data dictionary containing observations and other metadata.
-            video_names (List[str], optional): A list of video names to extract from
-                the observations. Defaults to [Modality.IMAGES.value, PrivilegeType.MASK.value, Modality.GEOMAP.value].
-            dtypes (List, optional): A list of data types corresponding to each video
-                name. Defaults to [np.uint8, np.uint8, np.uint16].
-        Raises:
-            AssertionError: If the lengths of `video_names` and `dtypes` are not equal.
-            RuntimeError: If the configuration (`self.conf`) is empty, indicating that
-                `h5ffmpeg` is not installed or configured properly.
-        Notes:
-            - The method modifies the `ret` dictionary by temporarily removing the
-              specified video data during the HDF5 file creation process and then
-              restoring it afterward.
-            - The `hdfdict.dump` function is used to save the remaining data in the
-              dictionary, while the `CompressedVideoHDF5.video_save` function handles
-              the saving of video data with compression.
-        """
-
-        assert len(video_names) == len(
-            dtypes
-        ), "Inequal length of video names {} and dtypes {}.".format(video_names, dtypes)
-        import hdfdict
-
-        if self.conf == {}:
-            raise RuntimeError(
-                "Please make sure h5ffmpeg is successfully installed before using `dump`."
-            )
-
-        pop_ret = {}
-        for video_name, dtype in zip(video_names, dtypes):
-            video_data = ret["observations"].pop(video_name)
-            pop_ret[video_name] = video_data
-
-        # Open the file once and pass the open file object to hdfdict.dump so
-        # h5py doesn't try to truncate the same path while it is already open.
-        with h5py.File(self.save_path, "w") as f:
-            hdfdict.dump(ret, f)
-            for video_name, dtype in zip(video_names, dtypes):
-                CompressedVideoHDF5.video_save(
-                    f,
-                    self.chunks,
-                    pop_ret[video_name],
-                    video_name,
-                    dtype=dtype,
-                    conf=self.conf[video_name],
-                )
-
-        ret["observations"].update(pop_ret)
-
-    @staticmethod
-    def decode_resources(
-        f: Dict,
-        ret: Dict,
-        name: str,
-        slice_id: int,
-        condition: callable,
-        function: callable,
-        padding: bool = True,
-        chunk_id: int = None,
-    ):
-        """
-        Decodes and processes resources from a hierarchical data structure, applying
-        a condition and transformation function to the data, and optionally adding
-        zero-padding.
-        Args:
-            f (Dict): The input data dictionary containing observations and metadata.
-            ret (Dict): The output data dictionary where processed data will be stored.
-            name (str): The key name under "observations" to access specific data.
-            slice_id (int): The slice index used to retrieve the corresponding chunk ID.
-            condition (callable): A function that takes the data as input and returns
-                a boolean indicating whether the transformation function should be applied.
-            function (callable): A function to transform the data if the condition is met.
-            padding (bool, optional): Whether to add zero-padding to the data. Defaults to True.
-            chunk_id (int, optional): The chunk ID to use instead of deriving it from the slice ID.
-                Defaults to None.
-        Returns:
-            None: The function modifies the `ret` dictionary in place.
-        """
-
-        import time
-
-        images = f["observations"][name]
-
-        for cam_name in images.keys():
-            if "index" in cam_name:
-                continue
-            if "start" in cam_name:
-                continue
-
-            start_time = time.time()
-            sliceid2chunkid = images[
-                CompressedVideoHDF5.get_chunk_name(cam_name, "index")
-            ][:]
-            chunkid = int(sliceid2chunkid[slice_id]) if chunk_id is None else chunk_id
-            data_ = images[cam_name][str(chunkid)][:]
-            # log_warning("".format(time.time() - start_time)
-            if condition(data_):
-                data_ = function(data_)
-
-            if padding:
-                chunkid2startid = images[
-                    CompressedVideoHDF5.get_chunk_name(cam_name, "start")
-                ][:]
-                start_idx = chunkid2startid[chunkid]
-                zero_padding = np.zeros_like(data_)[0:1]
-                zero_padding = np.repeat(zero_padding, repeats=start_idx, axis=0)
-                ret["observations"][name][cam_name] = np.concatenate(
-                    [zero_padding, data_], 0
-                )
-            else:
-                if ret["observations"][name][cam_name] is None:
-                    ret["observations"][name][cam_name] = data_
-                else:
-                    ret["observations"][name][cam_name] = np.concatenate(
-                        [ret["observations"][name][cam_name], data_], 0
-                    )
-
-    def safe_filter(self, f: Dict, slice_id: int = None) -> Dict:
-        """
-        Filters and processes the input data dictionary based on the configuration
-        and specified slice ID.
-        Args:
-            f (Dict): The input data dictionary containing observations, including
-                images, masks, and geomap.
-            slice_id (int, optional): The specific slice ID to process. If None,
-                processes all chunks. Defaults to None.
-        Returns:
-            Dict: The filtered and processed data dictionary with updated
-            observations for images, masks, and geomap.
-        Notes:
-            - The method filters out camera names containing "index" or "start".
-            - It initializes the return dictionary with None values for images,
-              masks, and geomap for the filtered camera names.
-            - Depending on the `slice_id`, it either processes all chunks or a
-              specific slice using the `CompressedVideoHDF5.decode_resources`
-              method.
-            - The processed observations are updated in the input dictionary `f`.
-        """
-
-        if self.conf is {}:
-            return f
-
-        cam_names = []
-        for cam_name in f["observations"][Modality.IMAGES.value].keys():
-            if "index" in cam_name:
-                continue
-            if "start" in cam_name:
-                continue
-            cam_names.append(cam_name)
-
-        # Only build return structure for actually present modalities, avoid errors when real data lacks mask/geomap
-        present_modalities = []
-        if Modality.IMAGES.value in f["observations"]:
-            present_modalities.append(Modality.IMAGES.value)
-        if PrivilegeType.MASK.value in f["observations"]:
-            present_modalities.append(PrivilegeType.MASK.value)
-        if Modality.GEOMAP.value in f["observations"]:
-            present_modalities.append(Modality.GEOMAP.value)
-
-        ret = {"observations": {}}
-        for modality_key in present_modalities:
-            ret["observations"][modality_key] = {
-                cam_name: None for cam_name in cam_names
-            }
-
-        if slice_id == None:
-            # For all chunks
-            for chunk_id_ in range(self.chunks):
-                if Modality.IMAGES.value in present_modalities:
-                    CompressedVideoHDF5.decode_resources(
-                        f,
-                        ret,
-                        Modality.IMAGES.value,
-                        None,
-                        lambda x: len(x.shape) == 3,
-                        self.to_bhwc,
-                        chunk_id=chunk_id_,
-                        padding=False,
-                    )
-                if PrivilegeType.MASK.value in present_modalities:
-                    CompressedVideoHDF5.decode_resources(
-                        f,
-                        ret,
-                        PrivilegeType.MASK.value,
-                        None,
-                        lambda x: len(x.shape) == 3,
-                        self.to_bhwc,
-                        chunk_id=chunk_id_,
-                        padding=False,
-                    )
-                if Modality.GEOMAP.value in present_modalities:
-                    CompressedVideoHDF5.decode_resources(
-                        f,
-                        ret,
-                        Modality.GEOMAP.value,
-                        None,
-                        lambda x: x.dtype == np.uint16 and len(x) != 0,
-                        self.float32_depth,
-                        chunk_id=chunk_id_,
-                        padding=False,
-                    )
-
-        else:
-            if Modality.IMAGES.value in present_modalities:
-                CompressedVideoHDF5.decode_resources(
-                    f,
-                    ret,
-                    Modality.IMAGES.value,
-                    slice_id,
-                    lambda x: len(x.shape) == 3,
-                    self.to_bhwc,
-                )
-            if PrivilegeType.MASK.value in present_modalities:
-                CompressedVideoHDF5.decode_resources(
-                    f,
-                    ret,
-                    PrivilegeType.MASK.value,
-                    slice_id,
-                    lambda x: len(x.shape) == 3,
-                    self.to_bhwc,
-                )
-            if Modality.GEOMAP.value in present_modalities:
-                CompressedVideoHDF5.decode_resources(
-                    f,
-                    ret,
-                    Modality.GEOMAP.value,
-                    slice_id,
-                    lambda x: x.dtype == np.uint16 and len(x) != 0,
-                    self.float32_depth,
-                )
-        if Modality.IMAGES.value in present_modalities:
-            f["observations"][Modality.IMAGES.value] = ret["observations"][
-                Modality.IMAGES.value
-            ]
-        if PrivilegeType.MASK.value in present_modalities:
-            f["observations"][PrivilegeType.MASK.value] = ret["observations"][
-                PrivilegeType.MASK.value
-            ]
-        if Modality.GEOMAP.value in present_modalities:
-            f["observations"][Modality.GEOMAP.value] = ret["observations"][
-                Modality.GEOMAP.value
-            ]
-
-        return f
-
-
-class ActStateStatistic:
-    def __init__(self, data_dict: Dict, min_len_steps: int) -> None:
-        self.data_dict = data_dict
-        self.min_len_steps = min_len_steps
-
-    def prepare_state_and_action(
-        self,
-    ):
-        proprio = self.data_dict["observations"][Modality.STATES.value][:]
-        num_steps = proprio.shape[0]
-        # [Optional] We drop too-short episode
-        if num_steps < self.min_len_steps:
-            return False, None
-        # [Optional] We skip the first few still steps
-        EPS = 1e-2
-        # Get the idx of the first qpos whose delta exceeds the threshold
-        proprio_delta = np.abs(proprio - proprio[0:1])
-        indices = np.where(np.any(proprio_delta > EPS, axis=1))[0]
-        if len(indices) > 0:
-            first_idx = indices[0]
-        else:
-            raise ValueError("Found no qpos that exceeds the threshold.")
-        target_actions = self.data_dict[Modality.ACTIONS.value][:]
-        # Parse the state and action
-        state = proprio[first_idx - 1 :]
-        action = target_actions[first_idx - 1 :]
-        # Return the resulting sample
-
-        return True, {Modality.STATES.value: state, Modality.ACTIONS.value: action}
-
-    def statistic(
-        self,
-    ) -> Dict:
-        EPS = 1e-8
-        episode_cnt = 0
-        state_sum = 0
-        state_sum_sq = 0
-        z_state_sum = 0
-        z_state_sum_sq = 0
-        state_cnt = 0
-        nz_state_cnt = None
-        state_max = None
-        state_min = None
-        _, episode = self.prepare_state_and_action()
-        episode_cnt += 1
-
-        states = episode[Modality.STATES.value]
-
-        # Zero the values that are close to zero
-        z_states = states.copy()
-        z_states[np.abs(states) <= EPS] = 0
-        # Compute the non-zero count
-        if nz_state_cnt is None:
-            nz_state_cnt = np.zeros(states.shape[1])
-        nz_state_cnt += np.sum(np.abs(states) > EPS, axis=0)
-
-        # Update statistics
-        state_sum += np.sum(states, axis=0)
-        state_sum_sq += np.sum(states**2, axis=0)
-        z_state_sum += np.sum(z_states, axis=0)
-        z_state_sum_sq += np.sum(z_states**2, axis=0)
-        state_cnt += states.shape[0]
-        if state_max is None:
-            state_max = np.max(states, axis=0)
-            state_min = np.min(states, axis=0)
-        else:
-            state_max = np.maximum(state_max, np.max(states, axis=0))
-            state_min = np.minimum(state_min, np.min(states, axis=0))
-
-        # Add one to avoid division by zero
-        nz_state_cnt = np.maximum(nz_state_cnt, np.ones_like(nz_state_cnt))
-
-        result = {
-            "state_mean": (state_sum / state_cnt).tolist(),
-            "state_std": np.sqrt(
-                np.maximum(
-                    (z_state_sum_sq / nz_state_cnt)
-                    - (z_state_sum / state_cnt) ** 2 * (state_cnt / nz_state_cnt),
-                    np.zeros_like(state_sum_sq),
-                )
-            ).tolist(),
-            "state_min": state_min.tolist(),
-            "state_max": state_max.tolist(),
-        }
-
-        return result
-
-
-class DataDictExtractor:
-    def __init__(
-        self,
-        env: Union[BaseEnv, EmbodiedEnv],
-        save_path: str = None,
-        compression_opts: int = 9,
-    ):
-        self.env = env
-        self.save_path = save_path
-        self.data = {}
-
-        # save all supported proprio and action types.
-        robot_meta_config = deepcopy(self.env.metadata["dataset"]["robot_meta"])
-        robot_meta_config["observation"][
-            Modality.STATES.value
-        ] = SUPPORTED_PROPRIO_TYPES
-        robot_meta_config[Modality.ACTIONS.value] = SUPPORTED_ACTION_TYPES
-
-        self.state_unifier = StateUnifier(robot_meta=robot_meta_config)
-        self.compression_opts = compression_opts
-
-    @cached_property
-    def robot_control_parts(self) -> List[str]:
-        """Get the robot's control parts.
-
-        Note:
-            If control_parts is specified in the robot metadata, return those parts.
-            Otherwise, return all control parts.
-
-        Returns:
-            List[str]: The robot's control parts.
-        """
-        robot_meta_config = self.env.metadata["dataset"]["robot_meta"]
-        control_parts = robot_meta_config.get("control_parts", None)
-        if control_parts is None:
-            return []
-        else:
-            return control_parts
-
-    def _get_arm_control_parts(self) -> List[str]:
-        control_parts = self.robot_control_parts
-        arm_control_parts = []
-        for part in control_parts:
-            if "arm" in part:
-                arm_control_parts.append(part)
-        return arm_control_parts
-
-    def _has_exteroception(self) -> bool:
-        robot_meta_config = self.env.metadata["dataset"]["robot_meta"]
-        return PrivilegeType.EXTEROCEPTION.value in robot_meta_config["observation"]
-
-    def extract(
-        self,
-        obs_list: List[Dict[str, Any]],
-        action_list: List[Dict[str, Any]],
-        data_dict: Dict = DATA_FORMATS,
-        save: bool = True,
-    ):
-        if save:
-            assert (
-                self.save_path is not None
-            ), "Please provide a save path for the dataset."
-        data_dict = deepcopy(data_dict)
-
-        self._init_data(data_dict)
-
-        ret = {}
-        robot_meta_config = self.env.metadata["dataset"]["robot_meta"]
-
-        for i, (obs, action) in enumerate(zip(obs_list, action_list)):
-            self._extract_vision_obs(obs, data_dict)
-            self._extract_proprioception(obs, data_dict)
-            self._extract_action(action, data_dict)
-
-        action = self._collate_action(data_dict)
-        proprio = self._collate_proprio(data_dict)
-        robot_meta = self._collate_metainfo()
-
-        extra_vision_config = robot_meta_config["observation"]["vision"]
-        obs = {"observations": {}}
-        images = self.collate_sub_anns(
-            data_dict, extra_vision_config, Modality.IMAGES.value
-        )
-        obs["observations"].update(proprio)
-        obs["observations"].update(images)
-
-        extra_vision_names = list(
-            set([name for list in extra_vision_config.values() for name in list])
-        )
-        for extra_vision_name in extra_vision_names:
-            extra_vision_obs = self.collate_sub_anns(
-                data_dict, extra_vision_config, extra_vision_name
-            )
-            obs["observations"].update(extra_vision_obs)
-
-        ret.update(robot_meta)
-        ret.update(obs)
-        ret.update(action)
-
-        statistics = ActStateStatistic(
-            ret, self.env.metadata["dataset"]["robot_meta"]["min_len_steps"]
-        ).statistic()
-        ret.update(statistics)
-
-        if save:
-            if has_h5ffmpeg:
-                cvhdf5 = CompressedVideoHDF5(self.save_path)
-                all_video_names = [Modality.IMAGES.value] + [
-                    name
-                    for name in extra_vision_names
-                    if name != PrivilegeType.EXTEROCEPTION.value
-                ]
-                all_dtypes = [
-                    np.uint16 if name == Modality.GEOMAP.value else np.uint8
-                    for name in all_video_names
-                ]
-                cvhdf5.dump(ret, video_names=all_video_names, dtypes=all_dtypes)
-            else:
-                logger.log_info(
-                    "h5ffmpeg is not installed, saving dataset without compression."
-                )
-                import hdfdict
-
-                # Open the file once and pass the file object to hdfdict.dump to
-                # avoid opening/truncating the same file path twice which causes
-                # "unable to truncate a file which is already open" errors on
-                # some platforms and HDF5 builds.
-                with h5py.File(self.save_path, "w") as f:
-                    hdfdict.dump(ret, f)
-
-        return ret
-
-    def _init_data(self, data_dict: Dict):
-        robot_meta_config = self.env.metadata["dataset"]["robot_meta"]
-        extra_vision_config = robot_meta_config["observation"]["vision"]
-
-        for proprio_name in SUPPORTED_PROPRIO_TYPES:
-            data_dict["observations"][Modality.STATES.value][proprio_name] = []
-        for action_name in SUPPORTED_ACTION_TYPES:
-            data_dict[Modality.ACTIONS.value][action_name] = []
-
-        for camera_name, extra_vision_list in extra_vision_config.items():
-            is_stereo = isinstance(self.env.get_sensor(camera_name), StereoCamera)
-
-            data_dict["observations"][Modality.IMAGES.value][camera_name] = []
-            if is_stereo:
-                data_dict["observations"][Modality.IMAGES.value][
-                    get_right_name(camera_name)
-                ] = []
-
-            for extra_vision_name in extra_vision_list:
-                if extra_vision_name in SUPPORTED_EXTRA_VISION_TYPES:
-                    data_dict["observations"][extra_vision_name][camera_name] = []
-                else:
-                    log_error(
-                        f"Extra vision observation name {extra_vision_name} is not in SUPPORTED_EXTRA_VISION_TYPES {SUPPORTED_EXTRA_VISION_TYPES}, please check again."
-                    )
-                if is_stereo:
-                    data_dict["observations"][extra_vision_name][
-                        get_right_name(camera_name)
-                    ] = []
-
-    def _extract_vision_obs(self, obs: Dict[str, Any], data_dict: Dict):
-        robot_meta_config = self.env.metadata["dataset"]["robot_meta"]
-        extra_vision_config = robot_meta_config["observation"]["vision"]
-
-        for camera_name, extra_vision_list in extra_vision_config.items():
-            if camera_name in obs["sensor"]:
-                is_stereo = isinstance(self.env.get_sensor(camera_name), StereoCamera)
-
-                data_dict["observations"][Modality.IMAGES.value][camera_name].append(
-                    obs["sensor"][camera_name]["color"]
-                    .squeeze(0)[:, :, :3]
-                    .cpu()
-                    .numpy()
-                )
-                if is_stereo:
-                    # save rgb right
-                    data_dict["observations"][Modality.IMAGES.value][
-                        get_right_name(camera_name)
-                    ].append(
-                        obs["sensor"][camera_name]["color_right"]
-                        .squeeze_(0)[:, :, :3]
-                        .cpu()
-                        .numpy()
-                    )
-
-                for extra_vision_name in extra_vision_list:
-                    if extra_vision_name in SUPPORTED_EXTRA_VISION_TYPES:
-                        if extra_vision_name == PrivilegeType.EXTEROCEPTION.value:
-                            if is_stereo:
-                                data_dict["observations"][extra_vision_name][
-                                    camera_name
-                                ].append(
-                                    obs[extra_vision_name][camera_name]["l"]
-                                    .cpu()
-                                    .numpy()
-                                )
-                                data_dict["observations"][extra_vision_name][
-                                    get_right_name(camera_name)
-                                ].append(
-                                    obs[extra_vision_name][camera_name]["r"]
-                                    .cpu()
-                                    .numpy()
-                                )
-                            elif camera_name in obs.get(extra_vision_name, {}):
-                                data_dict["observations"][extra_vision_name][
-                                    camera_name
-                                ].append(
-                                    obs[extra_vision_name][camera_name].cpu().numpy()
-                                )
-                        elif extra_vision_name == PrivilegeType.MASK.value:
-                            # save semantic mask for monocular cameras
-                            data_dict["observations"][extra_vision_name][
-                                camera_name
-                            ].append(
-                                obs["sensor"][camera_name]["semantic_mask_l"]
-                                .squeeze_(0)
-                                .numpy()
-                                .astype(np.uint8)
-                            )
-                            if is_stereo:
-                                data_dict["observations"][extra_vision_name][
-                                    get_right_name(camera_name)
-                                ].append(
-                                    obs["sensor"][camera_name]["semantic_mask_r"]
-                                    .squeeze_(0)
-                                    .numpy()
-                                    .astype(np.uint8)
-                                )
-                        elif extra_vision_name == Modality.GEOMAP.value:
-                            if not is_stereo:
-                                log_error(
-                                    f"Camera {camera_name} is not stereo, while '{extra_vision_name}' is in gym_config.dataset.robot_meta.vision, please check again."
-                                )
-                            if "depth" in obs["sensor"][camera_name]:
-                                data_dict["observations"][extra_vision_name][
-                                    camera_name
-                                ].append(
-                                    obs["sensor"][camera_name]["depth"]
-                                    .squeeze_()
-                                    .numpy()
-                                )
-                            else:
-                                log_error(
-                                    f"obs['sensor'][{camera_name}] has no key named 'depth' while it's required in gym_config.dataset.robot_meta.vision, please check again."
-                                )
-                    else:
-                        log_error(
-                            f"Extra vision observation name {extra_vision_name} is not in SUPPORTED_EXTRA_VISION_TYPES {SUPPORTED_EXTRA_VISION_TYPES}, please check again."
-                        )
-            else:
-                logger.log_error(
-                    f"Camera {camera_name} not found in observations, please check your sensor configuration in gym_config.json"
-                )
-
-    def _extract_action(
-        self,
-        action: torch.Tensor,
-        data_dict: Dict,
-    ):
-        robot: Robot = self.env.robot
-
-        for key in data_dict[Modality.ACTIONS.value].keys():
-            part = _data_key_to_control_part(
-                robot=robot,
-                control_parts=self.env.metadata["dataset"]["robot_meta"].get(
-                    "control_parts", []
-                ),
-                data_key=key,
-            )
-            if part is None:
-                continue
-            indices = robot.get_joint_ids(part, remove_mimic=True)
-            data_dict[Modality.ACTIONS.value][key].append(
-                action[0, indices].cpu().numpy()
-                if isinstance(action, torch.Tensor)
-                else action[0, indices]
-            )
-
-        eef_pose_dict = map_qpos_to_eef_pose(
-            robot, action, control_parts=self._get_arm_control_parts()
-        )
-        for key, val in eef_pose_dict.items():
-            data_dict[Modality.ACTIONS.value][key].append(
-                val.squeeze_(0).cpu().numpy()
-                if isinstance(val, torch.Tensor)
-                else val.squeeze_(0)
-            )
-
-    def _extract_proprioception(
-        self,
-        obs: Dict[str, Any],
-        data_dict: Dict,
-    ):
-        robot: Robot = self.env.robot
-
-        qpos = obs["robot"][JointType.QPOS.value]
-        for key in data_dict["observations"][Modality.STATES.value].keys():
-            part = _data_key_to_control_part(
-                robot=robot,
-                control_parts=self.env.metadata["dataset"]["robot_meta"].get(
-                    "control_parts", []
-                ),
-                data_key=key,
-            )
-            if part is None:
-                continue
-            indices = robot.get_joint_ids(part, remove_mimic=True)
-            data_dict["observations"][Modality.STATES.value][key].append(
-                qpos[0][indices].cpu().numpy()
-            )
-
-        eef_pose_dict = map_qpos_to_eef_pose(
-            robot, qpos, control_parts=self._get_arm_control_parts()
-        )
-        for key, val in eef_pose_dict.items():
-            data_dict["observations"][Modality.STATES.value][key].append(
-                val.squeeze_(0).cpu().numpy()
-            )
-
-    def _collate_proprio(self, data_dict: Dict) -> Dict:
-        proprio_dict = {}
-        for proprio_name in self.state_unifier.proprio_meta:
-            proprio = np.array(
-                data_dict["observations"][Modality.STATES.value][proprio_name]
-            )
-            proprio_dict[proprio_name] = proprio
-        proprios = self.state_unifier.fill_in_state(proprio_dict)
-        return {Modality.STATES.value: proprios}
-
-    def _collate_metainfo(
-        self,
-    ) -> Dict:
-        meta_info = {
-            "arm_dofs": self.env.metadata["dataset"]["robot_meta"].get("arm_dofs", 12),
-            "observation": self.env.metadata["dataset"]["robot_meta"].get(
-                "observation", {}
-            ),
-            "min_len_steps": self.env.metadata["dataset"]["robot_meta"].get(
-                "min_len_steps", 125
-            ),
-        }
-        return {
-            "robot_meta": meta_info,
-            "instruction": {
-                "lang": self.env.metadata["dataset"]["instruction"].get("lang", "")
-            },
-        }
-
-    def _collate_action(self, data_dict: Dict) -> Dict:
-        action_data_dict = data_dict[Modality.ACTIONS.value]
-        for k, v in action_data_dict.items():
-            action_data_dict[k] = np.array(v)
-
-        action_dict = {}
-        action_dict.update(action_data_dict)
-        action = self.state_unifier.fill_in_action(action_dict)
-        return {Modality.ACTIONS.value: action}
-
-    @staticmethod
-    def collate_sub_anns(
-        data_dict: Dict,
-        extra_vision_config: Dict,
-        key: str = Modality.IMAGES.value,
-    ) -> Dict:
-        ret = {key: {}}
-        for camera_name in extra_vision_config:
-            images_list = data_dict["observations"][key].pop(camera_name, None)
-            if images_list is None:
-                continue
-            if len(images_list) > 0:
-                ret[key][camera_name] = np.empty(
-                    (len(images_list),) + images_list[0].shape,
-                    dtype=images_list[0].dtype,
-                )
-                for idx, image in enumerate(images_list):
-                    ret[key][camera_name][idx] = image
-            else:
-                ret[key][camera_name] = np.array([])
-
-            del images_list
-            if get_right_name(camera_name) in data_dict["observations"][key]:
-                images_right_list = data_dict["observations"][key].pop(
-                    get_right_name(camera_name), None
-                )
-                if images_right_list is None:
-                    continue
-                if len(images_right_list) > 0:
-                    ret[key][get_right_name(camera_name)] = np.empty(
-                        (len(images_right_list),) + images_right_list[0].shape,
-                        dtype=images_right_list[0].dtype,
-                    )
-                    for idx, image in enumerate(images_right_list):
-                        ret[key][get_right_name(camera_name)][idx] = image
-                else:
-                    ret[key][get_right_name(camera_name)] = np.array([])
-                del images_right_list
-
-        return ret
-
-
-def fetch_imitation_dataset(
-    env: BaseEnv,
-    obs_list: List[Dict[str, Any]],
-    action_list: List[Dict[str, Any]],
-    id: str,
-    folder_name: str,
-) -> Dict:
-    """
-    Save imitation dataset for a single episode.
-
-    Args:
-        env (BaseEnv): Environment instance.
-        obs_list (List[Dict]): List of observation dicts.
-        action_list (List[Dict]): List of action dicts.
-        id (str): Unique identifier for the episode.
-        folder_name (str): Folder name for saving the dataset.
-
-    Returns:
-        dict: Contains data_path, id, current_episode, and extracted data.
-    """
-    # Get dataset save path
-    dataset_path = env.metadata["dataset"].get("save_path", None)
-    if dataset_path is None:
-        from embodichain.data import database_demo_dir
-
-        dataset_path = database_demo_dir
-
-    # Create folder if first episode
-    dataset_save_path = os.path.join(dataset_path, folder_name)
-    if env.curr_episode == 0 and id:
-        os.makedirs(dataset_save_path, exist_ok=True)
-
-    # Check robot dof validity
-    try:
-        robot: Robot = env.robot
-        assert (
-            env.metadata["dataset"]["robot_meta"]["arm_dofs"] <= robot.dof
-        ), f"Control dof {env.metadata['dataset']['robot_meta']['arm_dofs']} must be less than {robot.dof}."
-    except Exception as e:
-        logger.log_error(f"Robot DOF check failed: {e}")
-        return None
-
-    # Select data format
-    data_format = DATA_FORMATS
-
-    # Extract and save data
-    if id is None:
-        ret = DataDictExtractor(env).extract(
-            obs_list, action_list, save=False, data_dict=data_format
-        )
-        save_path = None
-    else:
-        save_path = os.path.join(dataset_save_path, id + ".hdf5")
-        logger.log_info(f"Save episode {env.curr_episode} to '{save_path}'")
-        ret = DataDictExtractor(env, save_path).extract(
-            obs_list, action_list, save=True, data_dict=data_format
-        )
-
-    # Update episode count
-    env.curr_episode += 1
-
-    # Return result dict
-    return {
-        "data_path": dataset_save_path,
-        "id": id,
-        "current_episode": env.curr_episode,
-        "data": ret,
-        "save_path": save_path,
-    }
diff --git a/embodichain/data/data_engine/datasets/vla_datasets.py b/embodichain/data/data_engine/datasets/vla_datasets.py
deleted file mode 100644
index a3edb854..00000000
--- a/embodichain/data/data_engine/datasets/vla_datasets.py
+++ /dev/null
@@ -1,521 +0,0 @@
-# ----------------------------------------------------------------------------
-# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-# ----------------------------------------------------------------------------
-
-import os
-import fnmatch
-from embodichain.utils.logger import log_warning, log_info
-
-try:
-    import h5ffmpeg as hf
-except Exception as e:
-    log_warning("Fail to import h5ffmpeg.")
-import h5py
-import numpy as np
-from typing import Dict, Callable, List, Tuple
-from embodichain.utils.utility import get_right_name, pad_to_chunk, convert_bytes
-from embodichain.utils.logger import log_warning, log_info
-from embodichain.data.enum import Proprioception, Image, Exteroception, ModalInput
-from copy import deepcopy
-from typing import Dict
-from embodichain.data.enum import (
-    Modality,
-    PrivilegeType,
-    ActionMode,
-    JointType,
-    EefType,
-    CameraName,
-    TeleoperationData,
-)
-from embodichain.data.global_mapping import GlobalMapping
-from scipy.ndimage import gaussian_filter1d
-from embodichain.data.data_engine.unified_state import ActionIndicesGenerator
-
-
-class VLADataset:
-    """
-    This class is used to sample episodes from the embododiment dataset
-    stored in HDF5.
-    """
-
-    def __init__(
-        self,
-        data_path: str,
-        batch_size: int,
-        chunk_size: int,
-        state: List,
-        output: List,
-        img_history_size: int,
-        state_history_len: int,
-        precomp_lang_embed: bool = True,
-        online_config: Dict = None,
-        camera_used: List[str] = None,
-        indices_generator=None,
-    ) -> None:
-        # [Modify] The path to the HDF5 dataset directory
-        # Each HDF5 file contains one episode
-
-        self.precomp_lang_embed = precomp_lang_embed
-        self.batch_size = batch_size
-        self.chunk_size = chunk_size
-        self.state = state
-        self.output = output
-        self.img_history_size = img_history_size
-        self.state_history_len = state_history_len
-        self.online_config = online_config
-        self.camera_used = camera_used
-        self.indices_generator = indices_generator
-        if self.camera_used is not None:
-            for cam in CameraName:
-                if cam.value not in camera_used:
-                    log_warning(
-                        "{} does not exist in {}".format(cam.value, camera_used)
-                    )
-
-        if self.online_config is not None:
-            from embodichain.data.data_engine.online.engine import OnlineEngine
-
-            log_info("Init online vla dataset.", color="purple")
-            self.engine = OnlineEngine(**self.online_config)
-            self.DATASET_NAME = "online_whatever"
-        else:
-            log_info("Init offline vla dataset.", color="purple")
-            self.engine = None
-            self.data_path = data_path
-            assert os.path.exists(self.data_path), "{} does not exist.".format(
-                self.data_path
-            )
-            if os.path.isabs(self.data_path) is False:
-                self.data_path = os.path.join(os.getcwd(), self.data_path)
-            self.DATASET_NAME = os.path.basename(self.data_path)
-            self.file_paths = []
-            for root, _, files in os.walk(self.data_path):
-                for filename in fnmatch.filter(files, "*.hdf5"):
-                    file_path = os.path.join(root, filename)
-                    self.file_paths.append(file_path)
-            log_info(
-                f"Init dataset with size of: {len(self.file_paths)}", color="purple"
-            )
-
-    def update_data_size(self):
-        """Interface for update validation dataset size generated on the fly."""
-        self.file_paths = []
-        for root, _, files in os.walk(self.data_path):
-            for filename in fnmatch.filter(files, "*.hdf5"):
-                file_path = os.path.join(root, filename)
-                self.file_paths.append(file_path)
-        log_info(f"Update dataset with size of: {len(self.file_paths)}", color="purple")
-
-    def __len__(self):
-        return (
-            len(self.file_paths)
-            if self.online_config is None
-            else np.maximum(self.engine.episode_limit, self.batch_size)
-        )
-
-    def get_item(self, index: int = None, chunk_size: int = None):
-        """Get a training sample at a random timestep.
-
-        Args:
-            index (int, optional): the index of the episode.
-                If not provided, a random episode will be selected.
-            state_only (bool, optional): Whether to return only the state.
-                In this way, the sample will contain a complete trajectory rather
-                than a single timestep. Defaults to False.
-
-        Returns:
-           sample (dict): a dictionary containing the training sample.
-        """
-        chunk_size = self.chunk_size if chunk_size is None else chunk_size
-        while True:
-            if self.online_config is None:
-                # offline
-                if index is None:
-                    file_path = np.random.choice(self.file_paths)
-                else:
-                    file_path = self.file_paths[index]
-                valid, sample = self.parse_hdf5_file(file_path, chunk_size)
-            else:
-                data_dict = self.engine.sample_data()
-                valid, sample = self.parse_dict(data_dict, chunk_size)
-
-            if valid:
-                return sample
-            else:
-                if self.online_config is None:
-                    index = np.random.randint(0, len(self.file_paths))
-
-    @staticmethod
-    def parse_exteroception(
-        file: Dict,
-        step_id: int,
-        chunk_size: int,
-        camera_used: List[str] = [],
-    ) -> Exteroception:
-        exteroception = []
-        for cam in camera_used:
-            exteroception_full = file["observations"][
-                PrivilegeType.EXTEROCEPTION.value
-            ][cam]
-            exteroception.append(exteroception_full[step_id : step_id + chunk_size])
-
-        exteroception = np.concatenate(exteroception, 1)
-        _, cs, kn, _ = exteroception.shape
-        exteroception = pad_to_chunk(exteroception, chunk_size)
-        return Exteroception(
-            data=exteroception.reshape(chunk_size, cs, kn, 2).transpose(
-                1, 0, 2, 3
-            )  # cs, chunk_size, kn, 2
-        )
-
-    @staticmethod
-    # Parse the images
-    def parse_img(
-        file: Dict,
-        step_id: int,
-        first_idx: int,
-        cam: str,
-        chunk_size: int,
-        key: str = Modality.IMAGES.value,
-        camera_used: List[str] = [],
-        np_ops: Callable = lambda x: x,
-    ) -> Image:
-        valid_len = min(step_id - (first_idx - 1) + 1, chunk_size)
-        cam_mask = np.array([False] * (chunk_size - valid_len) + [True] * valid_len)
-        if cam in camera_used:
-            temp = file["observations"][key][cam][0]
-            imgs = np.zeros((valid_len,) + temp.shape, dtype=temp.dtype)
-            for t, i in enumerate(range(max(step_id - chunk_size + 1, 0), step_id + 1)):
-                img = file["observations"][key][cam][i]
-                imgs[t] = img
-            imgs = np_ops(imgs)
-            imgs = pad_to_chunk(imgs, chunk_size=chunk_size)
-            mask = cam_mask.copy()
-        else:
-            imgs = np.zeros((chunk_size, 0, 0, 0))
-            mask = np.zeros((chunk_size,), dtype=bool)
-        return Image(data=imgs, mask=mask, name=cam)
-
-    def parse_hdf5_file(self, file_path, chunk_size: int) -> Dict[str, ModalInput]:
-        import hdfdict
-        from embodichain.data.data_engine.data_dict_extractor import (
-            CompressedVideoHDF5,
-        )
-
-        with h5py.File(file_path, "r") as f:
-            data = hdfdict.load(f)
-            keyname = (
-                JointType.QPOS.value
-                if VLADataset.is_real_datasets(data)
-                else Modality.STATES.value
-            )
-            step_id = VLADataset.random_step_id(data, chunk_size, keyname)
-            if not VLADataset.is_real_datasets(data):
-                data = CompressedVideoHDF5(file_path, chunks=None).safe_filter(
-                    data, step_id
-                )
-            else:
-                # Real data: if compressed structure is detected (containing *_index/*_start), also perform decoding filtering
-                try:
-                    if CompressedVideoHDF5.is_compressed_hdf5(data):
-                        data = CompressedVideoHDF5(file_path, chunks=None).safe_filter(
-                            data, step_id
-                        )
-                except Exception:
-                    pass
-
-            ret = self.parse_dict(data, chunk_size, step_id)
-
-        return ret
-
-    @staticmethod
-    def random_step_id(
-        f: Dict, chunk_size: int, key: str = Modality.STATES.value
-    ) -> int:
-        obs = f["observations"]
-        proprio = obs[key][:]
-        num_steps = proprio.shape[0]
-        # We randomly sample a timestep
-        first_idx = 1
-        step_id = np.random.randint(
-            first_idx, np.maximum(first_idx + 1, num_steps - 1 - chunk_size)
-        )
-        return step_id
-
-    @staticmethod
-    def is_real_datasets(f: Dict):
-        return "robot_meta" not in f.keys()
-
-    def parse_dict(
-        self, f: Dict, chunk_size: int, step_id: int = None
-    ) -> Dict[str, ModalInput]:
-        if not VLADataset.is_real_datasets(f):
-            log_warning("Using simulation hdf5 datasets.")
-            return self.parse_sim_dict(f, chunk_size, step_id)
-        else:
-            log_warning("Using real world offline hdf5 datasets.")
-            return self.parse_real_dict(f, chunk_size, step_id)
-
-    def parse_real_dict(
-        self, f: Dict, chunk_size: int, step_id: int = None
-    ) -> Dict[str, ModalInput]:
-
-        from embodichain.data.data_engine.unified_state import (
-            StateUnifier,
-        )
-        from embodichain.data.enum import (
-            ControlParts,
-            EndEffector,
-            JointType,
-        )
-
-        if step_id is None:
-            step_id = VLADataset.random_step_id(f, chunk_size, "qpos")
-        obs = f["observations"]
-        first_idx = 1
-        proprio = obs["qpos"][:]
-        num_steps = proprio.shape[0]
-        camera_used_in_real = list(obs[Modality.IMAGES.value].keys())
-        camera_used_from_real_to_dualsys = {
-            "cam_hand_left": CameraName.LEFT_WRIST.value,
-            "cam_hand_right": CameraName.RIGHT_WRIST.value,
-            "cam_high_left": CameraName.HEAD.value,
-        }
-        camera_used_from_dualsys_to_real = {
-            val: key for key, val in camera_used_from_real_to_dualsys.items()
-        }
-        # Now assume it is from W1.
-        camera_used = [
-            camera_used_from_real_to_dualsys[cam]
-            for cam in camera_used_in_real
-            if cam in camera_used_from_real_to_dualsys
-        ]
-
-        # Assemble the meta
-        meta = {
-            "dataset_name": self.DATASET_NAME,
-            "#steps": num_steps,
-            "step_id": step_id,
-            "camera_used": camera_used,
-            "instruction": "",
-        }
-        # save all supported proprio and action types.
-        robot_meta_config = {"arm_dofs": 14, "observation": {}}
-
-        REAL_SUPPORTED_PROPRIO_TYPES = [
-            ControlParts.LEFT_ARM.value + JointType.QPOS.value,
-            ControlParts.RIGHT_ARM.value + JointType.QPOS.value,
-            ControlParts.HEAD.value + JointType.QPOS.value,
-            ControlParts.WAIST.value + JointType.QPOS.value,
-            ControlParts.LEFT_EEF.value + EndEffector.DEXTROUSHAND.value,
-            ControlParts.RIGHT_EEF.value + EndEffector.DEXTROUSHAND.value,
-        ]
-        REAL_SUPPORTED_ACTION_TYPES = REAL_SUPPORTED_PROPRIO_TYPES
-
-        robot_meta_config["observation"][
-            Modality.STATES.value
-        ] = REAL_SUPPORTED_PROPRIO_TYPES
-        robot_meta_config[Modality.ACTIONS.value] = REAL_SUPPORTED_ACTION_TYPES
-        state_unifier = StateUnifier(robot_meta=robot_meta_config)
-
-        qpos_index_dict = {
-            ControlParts.LEFT_ARM.value
-            + JointType.QPOS.value: TeleoperationData.LEFT_ARM_QPOS_INDICES.value,
-            ControlParts.RIGHT_ARM.value
-            + JointType.QPOS.value: TeleoperationData.RIGHT_ARM_QPOS_INDICES.value,
-            ControlParts.LEFT_EEF.value
-            + EndEffector.DEXTROUSHAND.value: TeleoperationData.LEFT_EEF_DEXTROUSHAND_INDICES.value,
-            ControlParts.RIGHT_EEF.value
-            + EndEffector.DEXTROUSHAND.value: TeleoperationData.RIGHT_EEF_DEXTROUSHAND_INDICES.value,
-            ControlParts.HEAD.value
-            + JointType.QPOS.value: TeleoperationData.HEAD_QPOS_INDICES.value,
-            ControlParts.WAIST.value
-            + JointType.QPOS.value: TeleoperationData.WAIST_QPOS_INDICES.value,
-        }
-        qpos_dict = {}
-        for key, indices in qpos_index_dict.items():
-            qpos_dict[key] = proprio[:, indices]
-
-        actions = state_unifier.fill_in_action(qpos_dict)
-        proprio = state_unifier.fill_in_state(qpos_dict)
-        parse_dict = self.parse_core(proprio, actions, step_id, chunk_size)
-        parse_dict.update({"meta": meta})
-        for cam in camera_used:
-            parse_dict[cam] = VLADataset.parse_img(
-                f,
-                step_id,
-                first_idx,
-                camera_used_from_dualsys_to_real[cam],
-                self.img_history_size,
-                Modality.IMAGES.value,
-                camera_used=camera_used_from_dualsys_to_real[cam],
-            )
-        return True, parse_dict
-
-    def parse_sim_dict(
-        self, f: Dict, chunk_size: int, step_id: int = None
-    ) -> Dict[str, ModalInput]:
-
-        if step_id is None:
-            step_id = VLADataset.random_step_id(f, chunk_size)
-
-        obs = f["observations"]
-        metadata = dict(f["robot_meta"])
-        first_idx = 1
-
-        proprio = obs[Modality.STATES.value][:]
-        num_steps = proprio.shape[0]
-        min_len_step = metadata["min_len_steps"]
-        # [Optional] We drop too-short episode
-        if num_steps < min_len_step:
-            return False, None
-
-        # We randomly sample a timestep
-
-        camera_used = (
-            convert_bytes(list(metadata["observation"]["vision"].keys()))
-            if self.camera_used is None
-            else self.camera_used
-        )
-
-        # Assemble the meta
-        meta = {
-            "dataset_name": self.DATASET_NAME,
-            "#steps": num_steps,
-            "step_id": step_id,
-            "instruction": "",
-            "camera_used": camera_used,
-        }
-
-        assert (
-            self.indices_generator.dof == metadata["arm_dofs"]
-        ), "Train dof {} but dataset dof {}.".format(
-            self.indices_generator.dof, metadata["arm_dofs"]
-        )
-        parse_dict = self.parse_core(
-            proprio, f[Modality.ACTIONS.value], step_id, chunk_size
-        )
-        parse_dict.update({"meta": meta})
-
-        for cam in camera_used:
-            cam_r = get_right_name(cam)
-            if cam_r in obs[Modality.IMAGES.value] and cam_r not in camera_used:
-                # insert camera name after cam
-                camera_used.insert(camera_used.index(cam) + 1, cam_r)
-
-        for cam in camera_used:
-            parse_dict[cam] = VLADataset.parse_img(
-                f,
-                step_id,
-                first_idx,
-                cam,
-                self.img_history_size,
-                Modality.IMAGES.value,
-                camera_used=camera_used,
-            )
-
-        if PrivilegeType.MASK.value in obs:
-            parse_dict[
-                cam + "_{}".format(PrivilegeType.MASK.value)
-            ] = VLADataset.parse_img(
-                f,
-                step_id,
-                first_idx,
-                cam,
-                self.img_history_size,
-                PrivilegeType.MASK.value,
-                camera_used=camera_used,
-            )
-        if PrivilegeType.EXTEROCEPTION.value in obs:
-            if obs[PrivilegeType.EXTEROCEPTION.value][camera_used[0]].shape[0] != 0:
-                parse_dict[
-                    PrivilegeType.EXTEROCEPTION.value
-                ] = VLADataset.parse_exteroception(
-                    f,
-                    step_id,
-                    chunk_size,
-                    camera_used=camera_used,
-                )
-
-        if Modality.GEOMAP.value in obs:
-            if (
-                hasattr(obs[Modality.GEOMAP.value][camera_used[0]], "shape")
-                and obs[Modality.GEOMAP.value][camera_used[0]].shape[0] != 0
-            ):
-                parse_dict[Modality.GEOMAP.value] = VLADataset.parse_img(
-                    f,
-                    step_id,
-                    first_idx,
-                    CameraName.HEAD.value,
-                    self.img_history_size,
-                    Modality.GEOMAP.value,
-                    camera_used=camera_used,
-                    np_ops=lambda x: np.tile(np.expand_dims(x, -1), [1, 1, 1, 3]),
-                )
-
-        # Return the resulting sample
-        # For unavailable images, return zero-shape arrays, i.e., (IMG_HISORY_SIZE, 0, 0, 0)
-        # E.g., return np.zeros((self.img_history_size, 0, 0, 0)) for the key "cam_left_wrist",
-        # if the left-wrist camera is unavailable on your robot
-        return True, parse_dict
-
-    def parse_core(
-        self, proprio: np.ndarray, actions: np.ndarray, step_id: int, chunk_size: int
-    ):
-        # Parse the state and action
-        state = proprio[np.maximum(step_id - self.state_history_len, 0) : step_id]
-        state = np.concatenate(
-            [np.tile(state[0:1], [self.state_history_len - state.shape[0], 1]), state],
-            0,
-        )
-        self.indices_generator: ActionIndicesGenerator
-        global_mapping = self.indices_generator.global_mapping
-        state_indices = global_mapping.get_indices(
-            convert_bytes(self.state),
-        )
-        state_indicator = np.zeros_like(state, dtype=np.int8)
-        state_indicator[:, state_indices] = 1
-        state *= state_indicator
-        proprio *= state_indicator[0:1]
-        state_std = np.std(proprio, axis=0)
-        state_mean = np.mean(proprio, axis=0)
-        state_norm = np.sqrt(np.mean(proprio**2, axis=0))
-        action_indices = self.indices_generator.get(
-            self.output,
-        )
-        actions = deepcopy(actions[step_id : step_id + chunk_size])
-        # FIXME: handness injection
-        delta_qpos_indices = self.indices_generator.get_all_delta_qpos()
-        qpos_indices = self.indices_generator.get_all_qpos()
-        # NOTE: Ops `cumsum` equal to action[:horizon]-action[0:1].
-        # TODO: action = action_chunk - current_obs.
-        actions[:, delta_qpos_indices] = (
-            actions[:, qpos_indices] - state[-1:, qpos_indices]
-        )
-
-        actions = pad_to_chunk(actions, chunk_size=chunk_size)
-        action_indicator = np.zeros_like(actions, dtype=np.int8)
-        action_indicator[:, action_indices] = 1
-        actions *= action_indicator[0:1]
-
-        parse_dict = {
-            "state_std": state_std,
-            "state_mean": state_mean,
-            "state_norm": state_norm,
-            Modality.STATES.value: Proprioception(data=state, mask=state_indicator),
-            Modality.ACTIONS.value: Proprioception(data=actions, mask=action_indicator),
-            PrivilegeType.PROGRESS.value: step_id / proprio.shape[0],
-        }
-        return parse_dict
diff --git a/embodichain/data/data_engine/online/engine.py b/embodichain/data/data_engine/online/engine.py
deleted file mode 100644
index 8b49e391..00000000
--- a/embodichain/data/data_engine/online/engine.py
+++ /dev/null
@@ -1,525 +0,0 @@
-# ----------------------------------------------------------------------------
-# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-# ----------------------------------------------------------------------------
-
-import time
-import sys
-import numpy as np
-from threading import Thread
-from typing import Dict, Tuple, Any, List, Callable, Optional
-from copy import deepcopy
-import threading
-from embodichain.data.data_engine.online.enum import (
-    ConsumerTeleEnum,
-    ProducerTeleEnum,
-)
-
-import torch
-import torch.multiprocessing as mp
-import copy
-from embodichain.utils.logger import (
-    log_info,
-    log_warning,
-    decorate_str_color,
-    log_debug,
-)
-
-# Must call cuda init to prevent cuda error in subprocess.
-torch._C._cuda_init()
-
-from dexsim.utility import NumpyRNG
-
-import threading
-from multiprocessing import shared_memory
-import pickle
-from datetime import datetime
-import zmq
-
-__all__ = ["MaiDataEngine"]
-
-rng = NumpyRNG.get_rng()
-
-log_info_produce = lambda x: log_info(decorate_str_color(x, "cyan"))
-log_info_consume = lambda x: log_info(decorate_str_color(x, "orange"))
-
-MAX_LOOP_TIMES = 40000
-
-
-def init_context(port):
-    context = zmq.Context()
-    socket = context.socket(zmq.REQ)
-    socket.connect("tcp://localhost:{}".format(port))
-    return socket
-
-
-class DataPoolCont:
-    data: Any
-    count: int = 0
-    tag: str
-
-    @staticmethod
-    def from_list(data_pool: List[Dict]) -> List["DataPoolCont"]:
-        ret = []
-        for data in data_pool:
-            dcnt = DataPoolCont()
-            dcnt.data = data
-            dcnt.count = 0
-            dcnt.tag = str(datetime.now()).split(".")[0]
-            ret.append(dcnt)
-        return ret
-
-    @staticmethod
-    def clean_data_pool_in_place(
-        data_pool: List["DataPoolCont"], clean_indices: List[int]
-    ):
-        if clean_indices is None:
-            data_pool = []
-        else:
-            if len(clean_indices) > 0:
-                log_debug(
-                    "Clean data pool with data indices {}, counts {}.".format(
-                        clean_indices,
-                        [data_pool[index].count for index in clean_indices],
-                    ),
-                    color="purple",
-                )
-                for i in list(np.sort(clean_indices)[::-1]):
-                    data_pool.pop(i)
-
-
-def fetch_data(
-    queue_data: mp.Queue, data_pool: List[DataPoolCont], worker_info, debug: bool = True
-) -> bool:
-    start_time = time.time()
-    try:
-        existing_shm = queue_data.get(timeout=5)
-    except Exception as error:
-        log_debug("Timeout! {}.".format(str(error)), color="red")
-        return False
-    log_debug(
-        "[Thread {}][Worker {}][Get] Cost {}s.".format(
-            threading.current_thread().ident,
-            worker_info.id,
-            time.time() - start_time,
-        )
-    )
-    start_time = time.time()
-    scene_data = pickle.loads(existing_shm.buf[:])
-    log_debug(
-        "[Thread {}][Worker {}][Pickle] Cost {}s.".format(
-            threading.current_thread().ident,
-            worker_info.id,
-            time.time() - start_time,
-        )
-    )
-
-    if np.random.random() > 0.5 or queue_data.qsize() == 0:
-        start_time = time.time()
-        queue_data.put(existing_shm)  # put back
-        log_debug(
-            "[Thread {}][Worker {}][Put] Cost {}s.".format(
-                threading.current_thread().ident,
-                worker_info.id,
-                time.time() - start_time,
-            )
-        )
-
-    assert isinstance(scene_data, list), "Invalid data format {}.".format(
-        type(scene_data)
-    )
-    start_time = time.time()
-    data = DataPoolCont.from_list(scene_data)
-    data_pool.extend(data)
-
-    log_debug(
-        "[Thread {}][Worker {}][Other] Cost {}s.".format(
-            threading.current_thread().ident,
-            worker_info.id,
-            time.time() - start_time,
-        )
-    )
-    return True
-
-
-class RestockCriterion:
-    def __init__(self, data_pool_limit: int, buffer_size: int, max_sample_num: int):
-        self.data_pool_limit = data_pool_limit
-        self.buffer_size = buffer_size
-        self.max_sample_num = max_sample_num
-
-    def restock_condition(self, data_pool: List, queue: mp.Queue) -> bool:
-        return len(data_pool) < self.data_pool_limit
-
-    def expired_condition(
-        self, data_pool: List[DataPoolCont], inverse: bool = False
-    ) -> List[bool]:
-
-        if len(data_pool) == 0:
-            return []
-
-        if inverse:
-            return [data.count <= self.max_sample_num for data in data_pool]
-        else:
-            return [data.count > self.max_sample_num for data in data_pool]
-
-
-class OnlineEngine:
-    """Data manager for online data production and training.
-
-        The objectives of this class are:
-        - Manage the fetch data in a separate thread.
-        - Perform data synchronization between the data production process and
-            the training process (main process).
-        - Provide data sampling interface for the training process, which is designed
-            to return a batch of synthetic data with the different scene id.
-        - Data lifecycle management.
-
-        To achieve the above objectives, the following functions should be implemented:
-        - from_shm_thread (static method)
-
-    Args:
-        insight_config (List[CfgNode]): The config of insight pipeline.
-        episode_limit (int, optional): The maximum number of frames in the data pool. Defaults to 24.
-        max_sample_num (int, optional): The maximum number of times that a data can be sampled.
-            Defaults to 2.
-        target_device (torch.device, optional): The target device of the data. Defaults to torch.device('cpu').
-        annos_param (Dict[str, Any], optional): The parameters of the annotations. Defaults to None.
-        data_gen_func (Callable, optional): The data generation function. Defaults to None.
-        unique_scene_frame (int, optional): The number of unique scene frame to be sampled. Defaults to None.
-        port (int, optional): The ZeroMQ socket port. Defaults to 5555.
-        buffer_size(int, optional): The number of max data queue size. Defaults to 10.
-    """
-
-    def __init__(
-        self,
-        episode_limit: int = 24,
-        max_sample_num: int = 2,
-        port: int = 5555,
-        buffer_size: int = 10,
-        multiprocess: bool = False,
-        **kwargs,
-    ) -> None:
-
-        self.episode_limit = episode_limit
-        self._max_sample_num = max_sample_num
-        self.port = port
-
-        self._data_pool = []
-
-        self._duration = 0.01
-
-        self._context = mp.get_context("forkserver")
-
-        self._queue_data = self._context.Queue()
-        self._queue_data.cancel_join_thread()
-
-        self.buffer_size = buffer_size
-
-        self._data_gen_proc = None
-        self._fetch_data_thread = None
-        self._restock_data_pool = None
-
-        self._is_started = False
-        self._is_restocked = False
-        self._socket = init_context(port + 1 if multiprocess else port)
-
-        self._restock_criterion = RestockCriterion(
-            data_pool_limit=episode_limit,
-            buffer_size=buffer_size,
-            max_sample_num=max_sample_num,
-        )
-        self._lock = threading.RLock()
-
-    def start(
-        self,
-    ) -> None:
-        """Start the data production process and the data synchronization thread.
-
-        Args:
-            wait_for_limit (bool, optional): Whether to wait for the data pool to reach
-                the frame limit. Defaults to False.
-        """
-
-        self._signal_gen = self._context.Value("b", True)
-        self._signal_fetch = self._context.Value("b", True)
-
-        self._fetch_data_thread = Thread(
-            target=self.from_shm_thread,
-            args=(
-                self._socket,
-                self._queue_data,
-                self._duration,
-                self.buffer_size,
-            ),
-            daemon=True,
-        )
-        self._fetch_data_thread.start()
-        self._is_started = True
-        log_info(
-            "Now start the thread to fetch data from share memory.", color="purple"
-        )
-
-    def start_restock(self, static: bool = False):
-        if static:
-            self._restock_data_pool = Thread(
-                target=self.restock_data_pool_static,
-                args=(
-                    self._data_pool,
-                    self._queue_data,
-                    self._duration,
-                    self._restock_criterion,
-                    self._context,
-                    self._lock,
-                ),
-                daemon=True,
-            )
-        else:
-            self._restock_data_pool = Thread(
-                target=self.restock_data_pool,
-                daemon=True,
-            )
-
-        self._restock_data_pool.start()
-        self._is_restocked = True
-
-    def stop(self) -> None:
-        if self.is_started:
-            self._is_started = False
-            self._signal_fetch.value = 2
-            self._fetch_data_thread.join()
-            self.empty_queue(self._queue_data, self._context)
-            self.clean_data_pool_in_place()
-            self._signal_gen.value = 2
-        else:
-            log_info(
-                "The data generation process has not been started.", color="purple"
-            )
-
-    @property
-    def is_started(self) -> bool:
-        return self._is_started
-
-    @property
-    def data_size(self) -> int:
-        with self._lock:
-            return len(self._data_pool)
-
-    @property
-    def queue_size(self) -> int:
-        return self._queue.qsize()
-
-    @property
-    def unique_scene_frame(self) -> int:
-        return self._unique_scene_frame
-
-    @staticmethod
-    def empty_queue(queue: mp.Queue, context: mp) -> None:
-        while queue.qsize() > 0:
-            try:
-                queue.get()
-            except Exception as e:
-                log_info("queue put invaild data format")
-                queue.close()
-                queue.join_thread()
-                queue = context.Queue()
-                break
-        return queue
-
-    @staticmethod
-    def empty_share_memory(queue: mp.Queue) -> None:
-        while queue.qsize() > 0:
-            shm_name = queue.get()
-            shm = shared_memory.SharedMemory(shm_name)
-            shm.close()
-            shm.unlink()
-
-    def restock_data_pool(self):
-        return OnlineEngine.restock_data_pool_static(
-            self._data_pool,
-            self._queue_data,
-            self._duration,
-            self._restock_criterion,
-            self._context,
-            self._lock,
-        )
-
-    @staticmethod
-    def restock_data_pool_static(
-        data_pool: List[DataPoolCont],
-        queue_data: mp.Queue,
-        duration: float,
-        restock_criterion: RestockCriterion,
-        context,
-        thread_lock,
-    ):
-        counts = 0
-
-        worker_info = torch.utils.data.get_worker_info()
-        if worker_info is None:
-
-            class FakeWorkerInfo:
-                num_workers = 1
-                id = 0
-
-            worker_info = FakeWorkerInfo()
-
-        while True:
-            time.sleep(duration)
-            # always clean the data pool first.
-
-            start_time = time.time()
-            with thread_lock:
-                # delete
-                clean_indices = list(
-                    np.argwhere(restock_criterion.expired_condition(data_pool)).reshape(
-                        -1
-                    )
-                )
-                DataPoolCont.clean_data_pool_in_place(
-                    data_pool,
-                    clean_indices,
-                )
-            if len(clean_indices) > 0:
-                log_debug(
-                    "[Thread {}][Delete][Cost {}s]".format(
-                        threading.current_thread().ident, time.time() - start_time
-                    )
-                )
-
-            # after clean, we check whether to restock data.
-            while restock_criterion.restock_condition(data_pool, queue_data):
-
-                prev_data_size = len(data_pool)
-                should_fetch = False
-                for i in range(worker_info.num_workers):
-                    if queue_data.qsize() > 0 and worker_info.id == i:
-                        should_fetch = True
-                if should_fetch:
-                    start_time = time.time()
-                    with thread_lock:
-                        # add
-                        fetch_data(
-                            data_pool=data_pool,
-                            queue_data=queue_data,
-                            worker_info=worker_info,
-                        )
-                    log_debug(
-                        "[Thread {}][Worker {}][ToDataPool] Produce data: {}->{}. Cost {}s.".format(
-                            threading.current_thread().ident,
-                            worker_info.id,
-                            prev_data_size,
-                            len(data_pool),
-                            time.time() - start_time,
-                        )
-                    )
-                    counts = 0
-                else:
-                    counts += 1
-
-            if counts % MAX_LOOP_TIMES == 0 and counts != 0:
-                log_info("Can not find the shm after {} times.".format(counts))
-            # queue_data = OnlineEngine.empty_queue(queue_data, context)
-
-    @staticmethod
-    def from_shm_thread(
-        socket,
-        queue_data: mp.Queue,
-        duration: float = 0.001,
-        buffer_size: int = 10,
-    ) -> None:
-        """The data fetching thread for data synchronization.
-
-            The queue_data_size is used to control the data fetching thread.
-            If  queue_data_size < buffer_size, the data fetching thread will fetch data from the queue.
-            If queue_data_size >= buffer_size, the data fetching thread will stop fetch data.
-
-        Args:
-            socket (zmq.Context): The socket send signal for connect fetch and generator.
-            queue_data (mp.Queue): This queue contains information about shared memory.
-            duration (float, optional): _description_. Defaults to 0.001.
-            port (int, optional): The ZeroMQ socket port. Defaults to 5555.
-            buffer_size(int, optional): The number of max data queue size. Defaults to 10.
-        """
-        counts = 0
-        while True:
-            time.sleep(duration)
-            counts += 1
-            if queue_data.qsize() < buffer_size:
-                socket.send_string(ConsumerTeleEnum.SHAKEHAND.value)
-                message = socket.recv()
-                try:
-                    message_str = message.decode()
-                except Exception as e:
-                    log_debug(str(e), color="red")
-                    message_str = ""
-                if message_str != ProducerTeleEnum.NOREADY.value:
-                    log_debug("Receive data.", color="purple")
-                    shm_name = pickle.loads(message).popleft()
-                    existing_shm = shared_memory.SharedMemory(name=shm_name)
-                    queue_data.put(existing_shm)
-                    log_debug(
-                        "[FromShmThread] Produce queue: {}->{};".format(
-                            queue_data.qsize() - 1, queue_data.qsize()
-                        )
-                    )
-            else:
-                if counts % MAX_LOOP_TIMES == 0:
-                    log_debug("Queue is full. Skip this stage.", "purple")
-
-    def sample_data(
-        self,
-    ):
-
-        if self._is_restocked:
-            pass
-        else:
-            log_debug("Now start the thread to restock data.", color="purple")
-            self.start_restock(static=False)
-
-        worker_info = torch.utils.data.get_worker_info()
-        if worker_info is None:
-
-            class FakeWorkerInfo:
-                num_workers = 1
-                id = 0
-
-            worker_info = FakeWorkerInfo()
-
-        counts = 0
-        while True:
-            time.sleep(self._duration)
-            if len(self._data_pool) > 0:
-                start_time = time.time()
-                with self._lock:
-                    index = rng.integers(0, len(self._data_pool))
-                    data = self._data_pool[index]
-                    self._data_pool[index].count += 1
-                log_debug(
-                    "[SampleData, worker {}] Consume data {}: index {}; times: {}->{}; Show queue size: {}; Cost time: {}s.".format(
-                        worker_info.id,
-                        data.tag,
-                        index,
-                        data.count,
-                        data.count + 1,
-                        self._queue_data.qsize(),
-                        np.round(time.time() - start_time, 4),
-                    )
-                )
-                counts = 0
-                return data.data
-            else:
-                counts += 1
-            if counts % MAX_LOOP_TIMES == 0:
-                log_info("Data pool is always empty after {} times.".format(counts))
diff --git a/embodichain/data/data_engine/online/enum.py b/embodichain/data/data_engine/online/enum.py
deleted file mode 100644
index a93b00d6..00000000
--- a/embodichain/data/data_engine/online/enum.py
+++ /dev/null
@@ -1,34 +0,0 @@
-# ----------------------------------------------------------------------------
-# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-# ----------------------------------------------------------------------------
-
-from enum import Enum
-
-
-class ConsumerTeleEnum(Enum):
-    SHAKEHAND = "Data is ready?"
-    CONSUME = "Fetch data!"
-    NOCONSUME = "Data_pool is full."
-    GOTDATA = "Feched data!"
-    NOGOTDATA = "Not fetching data."
-
-
-class ProducerTeleEnum(Enum):
-    READY = "Yes"
-    NOREADY = "No ready"
-    FULL = "Data_pool is full"
-    FAIL = "Failed"
-    SEND = "Send!"
-    EMPTYSTR = "Empty String."
diff --git a/embodichain/data/data_engine/online/online_generator.py b/embodichain/data/data_engine/online/online_generator.py
deleted file mode 100644
index 979f3543..00000000
--- a/embodichain/data/data_engine/online/online_generator.py
+++ /dev/null
@@ -1,191 +0,0 @@
-# ----------------------------------------------------------------------------
-# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-# ----------------------------------------------------------------------------
-
-import torch
-import time
-import zmq
-import random
-from multiprocessing import shared_memory
-import pickle
-from collections import deque
-from typing import List
-from threading import Thread
-import multiprocessing as mp
-import traceback
-from embodichain.utils.logger import log_info, log_warning, log_error, log_debug
-from embodichain.data.data_engine.online.enum import (
-    ConsumerTeleEnum,
-    ProducerTeleEnum,
-)
-
-torch._C._cuda_init()
-
-
-class OnlineGenerator:
-    """Callback collection for online training mode."""
-
-    def __init__(
-        self, port: int, max_limit_gb: int = 50, multiprocess: bool = False, **kwargs
-    ) -> None:
-        self.shm_val = None
-        max_limit = max_limit_gb * 1024**3
-        self._context = mp.get_context("forkserver")
-        self.port = port
-        self.socket = self.init_context(self.port, multiprocess)
-        self._duration = 0.01
-        self.queue = deque()
-        self.queue_memroy = deque()
-        self.max_limit = max_limit
-
-        self.validation_config = kwargs.get("validation", {})
-
-    def get_validation_config(self):
-        return self.validation_config
-
-    def init_context(self, port, multiprocess: bool = False):
-        context = zmq.Context()
-        socket = context.socket(zmq.REP)
-        if multiprocess:
-            socket.connect(f"tcp://127.0.0.1:{port}")
-        else:
-            socket.bind(f"tcp://*:{port}")
-
-        return socket
-
-    def generator(self, generate_func, loop_times: int = -1, **kwargs):
-        self.signal = self._context.Value("b", True)
-
-        self._zmq_send = Thread(
-            target=self.zmq_send, args=(self.queue, self.signal), daemon=True
-        )
-        self._zmq_send.start()
-        log_debug("Start zmq sending.")
-        scene_id = 0
-
-        # -1 means infinite loop
-        while scene_id < loop_times or loop_times == -1:
-            if self.signal.value == 1:
-                first_time = True
-                try:
-                    t0 = time.time()
-                    return_list = generate_func(
-                        time_id=scene_id, **self.validation_config
-                    )
-
-                    # TODO: support multiple trajectories for each scene.
-                    if len(return_list) > 1:
-                        log_error(
-                            "Only support one trajectory for each scene in online generation mode."
-                        )
-
-                    data_dict_list = [return_list[0]["data"]]
-
-                    if (
-                        scene_id == 0
-                        and self.validation_config.get("num_samples", 0) > 0
-                        and "data_path" in return_list[0]
-                    ):
-                        # create shared memory to store the validation dataset path, which will be accessed by training process.
-                        import sys
-
-                        data_path = return_list[0]["data_path"]
-
-                        shared_name = self.validation_config.get(
-                            "dataset_name", "val_data_path"
-                        )
-                        log_info(
-                            f"Create shared memory for validation data path: {shared_name}",
-                            color="green",
-                        )
-                        self.shm_val = shared_memory.SharedMemory(
-                            name=shared_name,
-                            create=True,
-                            size=len(data_path.encode()) + sys.getsizeof(""),
-                        )
-                        self.shm_val.buf[: len(data_path.encode())] = data_path.encode()
-                        log_info(
-                            f"Craete shared memory for validation data path: {data_path}"
-                        )
-
-                    log_info(
-                        f"Generate scene {scene_id + 1} time cost: {time.time() - t0}"
-                    )
-                    serialized_data = pickle.dumps(data_dict_list)
-                    shm = shared_memory.SharedMemory(
-                        create=True, size=len(serialized_data)
-                    )
-                    self.queue.append(shm.name)
-                    self.queue_memroy.append(
-                        {"name": shm.name, "size": len(serialized_data)}
-                    )
-                    shm.buf[: len(serialized_data)] = serialized_data
-                except Exception as e:
-                    log_error(f"Error in data generation process: {e}.")
-                    traceback.print_exc()
-                    self._zmq_send.join()
-                    break
-                scene_id += 1
-                self.empty_memory()
-            elif self.signal.value == 0:
-                if first_time:
-                    log_warning("zmq recive full signal, wait generator signal")
-                    first_time = False
-                log_warning("Signal value is 0.")
-                time.sleep(self._duration)
-                continue
-            else:
-                log_error("Unknown signal, data generator stop")
-                break
-
-    def zmq_send(self, queue, signal):
-        while True:
-            try:
-                message = self.socket.recv_string()
-                if message == ConsumerTeleEnum.SHAKEHAND.value:
-                    if len(queue) > 0:
-                        log_warning(
-                            "Recieve {} and send [data] to consumer.".format(message)
-                        )
-                        self.socket.send(pickle.dumps(queue))
-                        queue.clear()
-                    else:
-                        self.socket.send(ProducerTeleEnum.NOREADY.value.encode())
-                    signal.value = 1
-            except Exception as e:
-                print(e)
-                traceback.print_exc()
-                break
-
-    def empty_memory(self):
-        total_size = sum([x["size"] for x in self.queue_memroy])
-        log_info(f"share memory size is {total_size/(1024**3)} GB")
-        while total_size >= self.max_limit:
-            shm_name = self.queue_memroy.popleft()
-            if shm_name["name"] in self.queue:
-                log_info(f"remove {shm_name['name']} from queue")
-                self.queue.remove(shm_name["name"])
-            try:
-                shm = shared_memory.SharedMemory(shm_name["name"])
-            except:
-                continue
-            shm.close()
-            shm.unlink()
-            total_size = sum([x["size"] for x in self.queue_memroy])
-
-    def __del__(self):
-        if self.shm_val:
-            self.shm_val.close()
-            self.shm_val.unlink()
diff --git a/embodichain/data/data_engine/unified_state.py b/embodichain/data/data_engine/unified_state.py
deleted file mode 100644
index fc430def..00000000
--- a/embodichain/data/data_engine/unified_state.py
+++ /dev/null
@@ -1,381 +0,0 @@
-# ----------------------------------------------------------------------------
-# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-# ----------------------------------------------------------------------------
-
-from embodichain.data.global_indices import (
-    GLOBAL_INDICES,
-    STATE_VEC_LEN,
-)
-from embodichain.data.global_mapping import GlobalMapping
-import numpy as np
-from typing import List, Dict, Tuple, Union
-from embodichain.data.enum import (
-    ArmEnum,
-    Modality,
-    JointType,
-    ActionMode,
-    EefType,
-    ControlParts,
-    EndEffector,
-    Modality,
-)
-from embodichain.utils.logger import log_info, log_warning
-
-DEFAULT_EMPTY_STATE = -1
-
-
-"""Unified state utilities for EmbodiChain.
-
-This module provides helpers to construct and query a unified state/action
-vector representation used across EmbodiChain environments and agents.
-
-Classes:
-    StateUnifier: Fill sparse per-modality state/action dictionaries into a
-        fixed-length unified state vector where unspecified entries are set
-        to a sentinel value (DEFAULT_EMPTY_STATE).
-
-    ActionIndicesGenerator: Query index ranges in the unified vector for
-        common action/state groups (e.g. qpos, delta qpos, end-effector pose).
-
-Constants:
-    DEFAULT_EMPTY_STATE (int): Sentinel value used to mark unspecified
-        entries in the unified vector.
-"""
-
-
-class StateUnifier:
-    """Convert per-modality state/action arrays into a unified vector.
-
-    The StateUnifier is constructed with ``robot_meta`` (the robot's
-    metadata) which should contain an ``observation`` mapping with keys for
-    modalities (e.g. ``Modality.STATES``) and an ``actions`` specification.
-
-    Attributes:
-        metadata (dict): Robot metadata passed at construction.
-        arm_dofs (int): Degrees of freedom for the arm (default: 12).
-        indices_generator (ActionIndicesGenerator): Helper for action indices.
-        proprio_meta: Metadata list for proprioceptive modalities.
-        global_mapping (GlobalMapping): Mapping from names to unified indices.
-        output: Action output specification from metadata.
-        state_dim (int): Fixed length of the unified state vector.
-    """
-
-    def __init__(self, robot_meta: Dict) -> None:
-        assert "arm_dofs" in robot_meta
-        assert "observation" in robot_meta
-        assert Modality.ACTIONS.value in robot_meta
-
-        self.arm_dofs = robot_meta["arm_dofs"]
-        self.indices_generator = ActionIndicesGenerator(self.arm_dofs)
-        self.proprio_meta = robot_meta["observation"][Modality.STATES.value]
-        self.global_mapping = GlobalMapping(self.arm_dofs)
-        self.output = robot_meta[Modality.ACTIONS.value]
-
-        self.state_dim = STATE_VEC_LEN
-
-    def fill_in_state(
-        self, values: Union[np.ndarray, Dict[str, np.ndarray]]
-    ) -> np.ndarray:
-        """Fill a unified state vector from given values.
-
-        Args:
-            values (np.ndarray or dict): If ``values`` is a numpy array it is
-                assumed to already be aligned to the unified layout and will
-                be placed into the output container. If it is a ``dict``,
-                keys should match entries from the robot metadata
-                ``observation[Modality.STATES]`` and values are numpy arrays
-                with a trailing dimension matching each state's width.
-
-        Returns:
-            np.ndarray: An array with shape ``(..., STATE_VEC_LEN)`` containing
-                the unified state with unspecified entries set to
-                ``DEFAULT_EMPTY_STATE``.
-        """
-        if isinstance(values, np.ndarray):
-            UNI_STATE_INDICES = self.global_mapping.get_indices(self.proprio_meta)
-            uni_vec = (
-                np.ones(values.shape[:-1] + (self.state_dim,)) * DEFAULT_EMPTY_STATE
-            )
-            uni_vec[..., UNI_STATE_INDICES] = values
-            return uni_vec
-        else:
-            shape_tuple_list = []
-            for val in values.values():
-                shape_tuple = val.shape[:-1]
-                if val.size != 0:
-                    shape_tuple_list.append(shape_tuple)
-
-            shape_tuple = list(set(shape_tuple_list))
-            assert len(shape_tuple) == 1, "shape tuple {} is not unique.".format(
-                shape_tuple
-            )
-            uni_vec = np.ones(shape_tuple[0] + (self.state_dim,)) * DEFAULT_EMPTY_STATE
-            for state_name in self.proprio_meta:
-                state_indices = self.global_mapping.get_indices([state_name])
-                if values[state_name].size != 0:
-                    uni_vec[..., state_indices] = values[state_name]
-
-            return uni_vec
-
-    def fill_in_action(
-        self, values: Union[np.ndarray, Dict[str, np.ndarray]]
-    ) -> np.ndarray:
-        """Fill a unified action vector from given action values.
-
-        This mirrors :meth:`fill_in_state` but uses the metadata's action
-        output specification to determine which named outputs map into the
-        unified vector.
-
-        Args:
-            values (np.ndarray or dict): Action values aligned to the unified
-                layout or a mapping from output names to numpy arrays.
-
-        Returns:
-            np.ndarray: Unified vector shaped ``(..., STATE_VEC_LEN)`` with
-                unspecified entries filled with ``DEFAULT_EMPTY_STATE``.
-        """
-        if isinstance(values, np.ndarray):
-            UNI_STATE_INDICES = self.indices_generator.get(self.output)
-            uni_vec = (
-                np.ones(values.shape[:-1] + (self.state_dim,)) * DEFAULT_EMPTY_STATE
-            )
-            uni_vec[..., UNI_STATE_INDICES] = values
-            return uni_vec
-        else:
-            shape_tuple_list = []
-            for key, val in values.items():
-
-                shape_tuple = val.shape[:-1]
-                if val.size != 0:
-                    shape_tuple_list.append(shape_tuple)
-
-            shape_tuple = list(set(shape_tuple_list))
-            assert len(shape_tuple) == 1, "shape tuple {} is not unique.".format(
-                shape_tuple
-            )
-
-            uni_vec = np.ones(shape_tuple[0] + (self.state_dim,)) * DEFAULT_EMPTY_STATE
-            for out_name in self.output:
-                state_indices = self.global_mapping.get_indices([out_name])
-                if out_name in values and values[out_name].size != 0:
-                    uni_vec[..., state_indices] = values[out_name]
-            return uni_vec
-
-
-class ActionIndicesGenerator:
-    """Utility for generating index lists for action/state groups.
-
-    The ActionIndicesGenerator wraps :class:`GlobalMapping` to provide
-    common queries like retrieving indices for all joint positions (qpos),
-    delta qpos (relative mode), end-effector transforms/poses, and
-    hand-specific selections (left/right/both).
-
-    Args:
-        dof (int, optional): If provided, a :class:`GlobalMapping` is
-            constructed and reused for queries.
-    """
-
-    def __init__(self, dof: int = None):
-        self.global_mapping = None
-        self.dof = dof
-        if dof is not None:
-            self.global_mapping = GlobalMapping(dof)
-
-    def get_all_qpos(
-        self, dof: int = None, handness: str = ArmEnum.DUAL_ARM.value
-    ) -> List[int]:
-        """Return indices covering all joint position entries.
-
-        Args:
-            dof (int, optional): Degrees of freedom to construct a temporary
-                :class:`GlobalMapping` if the generator was not initialized
-                with a ``dof``.
-            handness (str): One of values from :class:`ArmEnum` specifying
-                which arm(s) to include.
-
-        Returns:
-            List[int]: Ordered list of indices in the unified vector
-                corresponding to qpos entries for the requested arm
-                selection.
-        """
-        qpos_name = JointType.QPOS.value
-        delta_qpos_name = ActionMode.RELATIVE.value + qpos_name
-        global_mapping = self.get_mapping(dof)
-
-        all_names = list(global_mapping.mapping_from_name_to_indices.keys())
-        if handness == ArmEnum.DUAL_ARM.value:
-            return self.get(all_names, dof, [qpos_name], [delta_qpos_name])
-        elif handness == ArmEnum.LEFT_ARM_ONLY.value:
-            handness = ControlParts.LEFT_ARM.value
-            return self.get(
-                all_names, dof, [handness + qpos_name], [handness + delta_qpos_name]
-            )
-        elif handness == ArmEnum.RIGHT_ARM_ONLY.value:
-            handness = ControlParts.RIGHT_ARM.value
-            return self.get(
-                all_names, dof, [handness + qpos_name], [handness + delta_qpos_name]
-            )
-
-    def get_all_delta_qpos(
-        self, dof: int = None, handness: str = ArmEnum.DUAL_ARM.value
-    ) -> List[int]:
-        """Return indices for delta (relative) joint position entries.
-
-        Args and return are the same as :meth:`get_all_qpos` but select the
-        ``ActionMode.RELATIVE`` named entries.
-        """
-        qpos_name = JointType.QPOS.value
-        delta_qpos_name = ActionMode.RELATIVE.value + qpos_name
-        global_mapping = self.get_mapping(dof)
-
-        all_names = list(global_mapping.mapping_from_name_to_indices.keys())
-        if handness == ArmEnum.DUAL_ARM.value:
-            return self.get(all_names, dof, [delta_qpos_name], [])
-        elif handness == ArmEnum.LEFT_ARM_ONLY.value:
-            handness = ControlParts.LEFT_ARM.value
-            return self.get(all_names, dof, [handness + delta_qpos_name], [])
-        elif handness == ArmEnum.RIGHT_ARM_ONLY.value:
-            handness = ControlParts.RIGHT_ARM.value
-            return self.get(all_names, dof, [handness + delta_qpos_name], [])
-
-    def get_all_eef(
-        self, dof: int = None, handness: str = ArmEnum.DUAL_ARM.value
-    ) -> List[int]:
-        """Return indices covering end-effector (EEF) related entries.
-
-        Args:
-            dof (int, optional): Degrees of freedom for mapping lookup.
-            handness (str): Which arm(s) to include (left/right/both).
-
-        Returns:
-            List[int]: Indices corresponding to EEF-related entries.
-        """
-        global_mapping = self.get_mapping(dof)
-        all_names = list(global_mapping.mapping_from_name_to_indices.keys())
-        if handness == ArmEnum.DUAL_ARM.value:
-            return self.get(
-                all_names,
-                dof,
-                [ControlParts.LEFT_EEF.value, ControlParts.RIGHT_EEF.value],
-                [],
-            )
-        elif handness == ArmEnum.LEFT_ARM_ONLY.value:
-            handness = ControlParts.LEFT_EEF.value
-            return self.get(
-                all_names,
-                dof,
-                [handness],
-                [],
-            )
-        elif handness == ArmEnum.RIGHT_ARM_ONLY.value:
-            handness = ControlParts.RIGHT_EEF.value
-            return self.get(
-                all_names,
-                dof,
-                [handness],
-                [],
-            )
-
-    def get_all_eef_pose(
-        self, dof: int = None, handness: str = ArmEnum.DUAL_ARM.value
-    ) -> List[int]:
-        """Return indices specifically for EEF pose entries.
-
-        Args:
-            dof (int, optional): Degrees of freedom for mapping lookup.
-            handness (str): Which arm(s) to include (left/right/both).
-
-        Returns:
-            List[int]: Indices corresponding to EEF poses.
-        """
-        global_mapping = self.get_mapping(dof)
-        all_names = list(global_mapping.mapping_from_name_to_indices.keys())
-
-        if handness == ArmEnum.DUAL_ARM.value:
-            return self.get(all_names, dof, [EefType.POSE.value], [])
-        elif handness == ArmEnum.LEFT_ARM_ONLY.value:
-            handness = ControlParts.LEFT_ARM.value
-            return self.get(all_names, dof, [handness + EefType.POSE.value], [])
-        elif handness == ArmEnum.RIGHT_ARM_ONLY.value:
-            handness = ControlParts.RIGHT_ARM.value
-            return self.get(all_names, dof, [handness + EefType.POSE.value], [])
-
-    def get_mapping(self, dof: int = None):
-        """Return the :class:`GlobalMapping` used by this generator.
-
-        If a mapping was created during initialization (because ``dof`` was
-        provided), ensure any provided ``dof`` argument matches it. Otherwise
-        construct and return a temporary :class:`GlobalMapping` for the
-        requested ``dof``.
-
-        Args:
-            dof (int, optional): Degrees of freedom to construct a mapping
-                if one was not provided at initialization.
-
-        Returns:
-            GlobalMapping: Mapping instance for name->index lookups.
-        """
-        if self.global_mapping is not None:
-            assert dof is None or dof == self.dof
-            global_mapping = self.global_mapping
-        else:
-            assert (
-                dof is not None
-            ), "Dof must be set when dof is not provided in initialization."
-            global_mapping = GlobalMapping(dof)
-        return global_mapping
-
-    def get(
-        self,
-        output: List[str],
-        dof: int = None,
-        white_list: List[str] = None,
-        black_list: List[str] = None,
-    ) -> List[int]:
-        """Select and return indices from ``output`` names applying optional
-        white/black list filters.
-
-        Args:
-            output (List[str]): Names (keys) in a :class:`GlobalMapping`
-                whose indices should be collected.
-            dof (int, optional): Degrees of freedom used to construct a
-                temporary :class:`GlobalMapping` if needed.
-            white_list (List[str], optional): If provided, only include names
-                that contain any of these substrings.
-            black_list (List[str], optional): If provided, exclude names
-                that contain any of these substrings.
-
-        Returns:
-            List[int]: Ordered list of unified-vector indices for the
-                selected names.
-        """
-
-        action_indices = []
-        global_mapping = self.get_mapping(dof)
-
-        for action_type in output:
-            if isinstance(white_list, list) and isinstance(black_list, list):
-                if any([temp in action_type for temp in white_list]) and all(
-                    [temp not in action_type for temp in black_list]
-                ):
-                    action_indices += global_mapping.mapping_from_name_to_indices[
-                        action_type
-                    ]
-            else:
-                action_indices += global_mapping.mapping_from_name_to_indices[
-                    action_type
-                ]
-
-        return action_indices  # keep order.
diff --git a/embodichain/data/enum.py b/embodichain/data/enum.py
index 5c31ed9e..853f08bf 100644
--- a/embodichain/data/enum.py
+++ b/embodichain/data/enum.py
@@ -14,93 +14,7 @@
 # limitations under the License.
 # ----------------------------------------------------------------------------
 
-import torch
-import numpy as np
-
-from typing import List, Tuple, Union, Dict
-from enum import Enum, IntEnum
-from itertools import product
-from aenum import Enum as AEnum
-from aenum import NoAlias
-
-from embodichain.utils.utility import get_right_name
-
-
-class ModalInput:
-    def __init__(
-        self,
-        data: Union[torch.Tensor, np.ndarray] = None,
-        mask: Union[torch.Tensor, np.ndarray] = None,
-        name: str = "",
-    ):
-        self.data = data
-        self.mask = mask  # indicator mask for the data, e.g., which part is valid.
-        self.name = name
-
-
-class Privilege:
-    def __init__(
-        self,
-        data: Union[torch.Tensor, np.ndarray] = None,
-        mask: Union[torch.Tensor, np.ndarray] = None,
-        name: str = "",
-    ):
-        self.data = data
-        self.mask = mask  # indicator mask for the data, e.g., which part is valid.
-        self.name = name
-
-
-class Mask(Privilege):
-    pass
-
-
-class Exteroception(Privilege):
-    pass
-
-
-class State(Privilege):
-    pass
-
-
-class Proprioception(ModalInput):
-    pass
-
-
-class Image(ModalInput):
-    pass
-
-
-class GeoMap(ModalInput):
-    pass
-
-
-class Lang(ModalInput):
-    pass
-
-
-class Modality(Enum):
-    STATES = "states"
-    STATE_INDICATOR = "state_indicator"
-    ACTIONS = "actions"
-    ACTION_INDICATOR = "action_indicator"
-    IMAGES = "images"
-    LANG = "lang"
-    LANG_INDICATOR = "lang_indicator"
-    GEOMAP = "geomap"  # e.g., depth, point cloud, etc.
-    VISION_LANGUAGE = "vision_language"  # e.g., image + lang
-
-
-class JointType(Enum):
-    QPOS = "qpos"
-
-
-class EefType(Enum):
-    POSE = "eef_pose"
-
-
-class ActionMode(Enum):
-    ABSOLUTE = ""
-    RELATIVE = "delta_"  # This indicates the action is relative change with respect to last state.
+from enum import Enum
 
 
 class EndEffector(Enum):
@@ -113,13 +27,6 @@ class EefExecute(Enum):
     CLOSE = "execute_close"
 
 
-class CameraName(Enum):
-    HEAD = "cam_high"
-    HEAD_RIGHT = get_right_name("cam_high")
-    RIGHT_WRIST = "cam_right_wrist"
-    LEFT_WRIST = "cam_left_wrist"
-
-
 class ControlParts(Enum):
     LEFT_ARM = "left_arm"
     RIGHT_ARM = "right_arm"
@@ -129,52 +36,6 @@ class ControlParts(Enum):
     WAIST = "waist"
 
 
-class TeleoperationData(Enum):
-    """Enum for teleoperation data conversion script specific string constants"""
-
-    # Camera types
-    HEAD_CAMERA = "head"
-    HAND_CAMERA = "hand"
-
-    # Camera positions
-    LEFT_PLACE = "left"
-    RIGHT_PLACE = "right"
-
-    # Camera name prefixes
-    CAM_HIGH_PREFIX = "cam_high"
-    CAM_HAND_PREFIX = "cam_hand"
-
-    # File names and patterns
-    METADATA_FILE = "metadata.jsonl"
-    QPOS_PATTERN = "pose_record_*.json"
-    IMAGE_PATH_KEY = "image_path"
-    TIMESTAMP_KEY = "timestamp"
-    CAMERA_TYPE_KEY = "camera_type"
-
-    # Data structure keys
-    OBSERVATIONS = "observations"
-    IMAGES = "images"
-    QPOS = "qpos"
-    ACTION = "action"
-    FRAMES = "frames"
-    DATA = "data"
-
-    # Joint keys (common ones)
-    LEFT_GRIPPER = "LEFT_GRIPPER"
-    RIGHT_GRIPPER = "RIGHT_GRIPPER"
-    LEFT_HAND_PREFIX = "LEFT_HAND"
-    RIGHT_HAND_PREFIX = "RIGHT_HAND"
-    # Joint index mapping for real robot data
-    LEFT_ARM_QPOS_INDICES = [6, 7, 8, 9, 10, 11, 12]
-    RIGHT_ARM_QPOS_INDICES = [14, 15, 16, 17, 18, 19, 20]
-    LEFT_EEF_DEXTROUSHAND_INDICES = [22, 23, 24, 25, 26, 27]
-    RIGHT_EEF_DEXTROUSHAND_INDICES = [28, 29, 30, 31, 32, 33]
-    WAIST_QPOS_INDICES = [
-        3,
-    ]
-    HEAD_QPOS_INDICES = [4, 5]
-
-
 class Hints(Enum):
     EEF = (
         ControlParts.LEFT_EEF.value,
@@ -183,167 +44,3 @@ class Hints(Enum):
         EndEffector.DEXTROUSHAND.value,
     )
     ARM = (ControlParts.LEFT_ARM.value, ControlParts.RIGHT_ARM.value)
-
-
-class CameraLoc(AEnum):
-    # The difference between CameraLoc and CameraName is that CameraLoc allows duplicate values.
-    # And the value is used to indicate the sub-network ids, e.g. LEFT_WRIST and RIGHT_WRIST share the same sub-network feature extraction.
-    _settings_ = NoAlias
-    HEAD = 0
-    RIGHT_WRIST = 1
-    LEFT_WRIST = 1
-
-
-class CameraOrder(IntEnum):
-    # This is used to indicate the order of camera inputs, for both simulation and real deployment, training and inference.
-    # For dual system, the order is HEAD, RIGHT_WRIST, LEFT_WRIST.
-    HEAD = 0
-    RIGHT_WRIST = 1
-    LEFT_WRIST = 2
-
-
-DEFAULT_CAMERA_ORDER = {tmp.value: CameraName[tmp.name].value for tmp in CameraOrder}
-DEFAULT_CAMERA_LOC = {CameraName[tmp.name].value: tmp.value for tmp in CameraLoc}
-
-
-def link_type(*args) -> str:
-    l = len(args)
-    if l == 0:
-        return ""
-    elif l == 1:
-        return args[0]
-    elif l >= 2:
-        ret_str = "[{}]".format(args[0])
-        for i in range(1, l):
-            ret_str += "_[{}]".format(args[i])
-        return ret_str
-
-
-combined_members = {
-    link_type(a.name + b.name, c.name + d.name, e.name): link_type(
-        a.value + b.value, c.value + d.value, e.value
-    )
-    for a, b, c, d, e in product(
-        ActionMode, JointType, ActionMode, EefType, EndEffector
-    )
-}
-ActionType = Enum("ActionType", combined_members)
-combined_proprio_members = {
-    link_type(a.name, b.name, c.name): link_type(a.value, b.value, c.value)
-    for a, b, c in product(JointType, EefType, EndEffector)
-}
-ProprioType = Enum("ProprioType", combined_proprio_members)
-
-
-def parse_action_type(action_type: str) -> Tuple[str, str, str]:
-    splits = action_type.split("[")
-    assert len(splits) == 3, "{} must contain 3-[].".format(action_type)
-    proprio_type = splits[0].split("]")[0]
-    eef_type = splits[1].split("]")[0]
-    end_effector = splits[2].split("]")[0]
-    return proprio_type, eef_type, end_effector
-
-
-def parse_proprio_type(proprio_type: str) -> Tuple[str, str, str]:
-    return parse_action_type(proprio_type)
-
-
-class PrivilegeType(Enum):
-    EXTEROCEPTION = "exteroception"
-    MASK = "mask"
-    STATE = "state"
-    PROGRESS = "progress"
-
-
-SUPPORTED_PROPRIO_TYPES = [
-    ControlParts.LEFT_ARM.value + EefType.POSE.value,
-    ControlParts.RIGHT_ARM.value + EefType.POSE.value,
-    ControlParts.LEFT_ARM.value + JointType.QPOS.value,
-    ControlParts.RIGHT_ARM.value + JointType.QPOS.value,
-    ControlParts.LEFT_EEF.value + EndEffector.DEXTROUSHAND.value,
-    ControlParts.RIGHT_EEF.value + EndEffector.DEXTROUSHAND.value,
-    ControlParts.LEFT_EEF.value + EndEffector.GRIPPER.value,
-    ControlParts.RIGHT_EEF.value + EndEffector.GRIPPER.value,
-]
-SUPPORTED_ACTION_TYPES = SUPPORTED_PROPRIO_TYPES + [
-    ControlParts.LEFT_ARM.value + ActionMode.RELATIVE.value + JointType.QPOS.value,
-    ControlParts.RIGHT_ARM.value + ActionMode.RELATIVE.value + JointType.QPOS.value,
-]
-SUPPORTED_EXTRA_VISION_TYPES = [
-    Modality.GEOMAP.value,
-    PrivilegeType.EXTEROCEPTION.value,
-    PrivilegeType.MASK.value,
-]
-
-
-def search_sub_str(sub_str: str, refs: List[str]):
-    ret = [False for _ in refs]
-    for i, ref in enumerate(refs):
-        ret[i] = sub_str in ref
-    return ret
-
-
-class ArmEnum(IntEnum):
-    LEFT_ARM_ONLY = 1
-    RIGHT_ARM_ONLY = 2
-    DUAL_ARM = 3
-
-
-class ArmName(Enum):
-    LEFT_ARM_ONLY = "left_arm"
-    RIGHT_ARM_ONLY = "right_arm"
-
-
-class SemanticMask(IntEnum):
-    BACKGROUND = 0
-    FOREGROUND = 1
-    ROBOT = 2
-
-
-def get_all_cond(suffix: str = "_cond") -> Dict[str, str]:
-    cond_dict = {}
-    for modality in Modality:
-        cond_dict[modality.value] = modality.value + suffix
-    for privilege in PrivilegeType:
-        cond_dict[privilege.value] = privilege.value + suffix
-    return cond_dict
-
-
-def is_dual_arms(dofs: int) -> bool:
-    return dofs > 10
-
-
-from collections import deque
-
-
-class HistoryChunks:
-    def __init__(self, history_len: int = 2) -> None:
-        self.deque = deque(maxlen=history_len)
-        self.history_len = history_len
-
-    def inqueue(self, data: ModalInput) -> None:
-        self.deque.append(data)
-
-    def __getitem__(
-        self,
-        index: int,
-    ) -> ModalInput:
-        return self.deque[index]
-
-    def __len__(
-        self,
-    ) -> int:
-        return len(self.deque)
-
-    def isfull(
-        self,
-    ) -> bool:
-        return len(self) == self.history_len
-
-    def get_list(
-        self,
-    ) -> List[ModalInput]:
-        return list(self.deque)
-
-    def clean(self) -> None:
-        self.deque.clear()
diff --git a/embodichain/data/global_indices.py b/embodichain/data/global_indices.py
deleted file mode 100644
index 518a2e4c..00000000
--- a/embodichain/data/global_indices.py
+++ /dev/null
@@ -1,132 +0,0 @@
-# ----------------------------------------------------------------------------
-# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-# ----------------------------------------------------------------------------
-
-import numpy as np
-
-GLOBAL_INDICES = {
-    # [0, 10): right arm joint positions
-    **{"arm_joint_{}_pos".format(i): i for i in range(10)},
-    **{"right_arm_joint_{}_pos".format(i): i for i in range(10)},
-    # [10, 15): right gripper joint positions
-    **{"gripper_joint_{}_pos".format(i): i + 10 for i in range(5)},
-    **{"right_gripper_joint_{}_pos".format(i): i + 10 for i in range(5)},
-    "gripper_open": 10,  # alias of right_gripper_joint_0_pos
-    "right_gripper_open": 10,
-    # [15, 25): right arm joint velocities
-    **{"arm_joint_{}_vel".format(i): i + 15 for i in range(10)},
-    **{"right_arm_joint_{}_vel".format(i): i + 15 for i in range(10)},
-    # [25, 30): right gripper joint velocities
-    **{"gripper_joint_{}_vel".format(i): i + 25 for i in range(5)},
-    **{"right_gripper_joint_{}_vel".format(i): i + 25 for i in range(5)},
-    "gripper_open_vel": 25,  # alias of right_gripper_joint_0_vel
-    "right_gripper_open_vel": 25,
-    # [30, 33): right end effector positions
-    "eef_pos_x": 30,
-    "right_eef_pos_x": 30,
-    "eef_pos_y": 31,
-    "right_eef_pos_y": 31,
-    "eef_pos_z": 32,
-    "right_eef_pos_z": 32,
-    # [33, 39): right end effector 6D pose
-    "eef_angle_0": 33,
-    "right_eef_angle_0": 33,
-    "eef_angle_1": 34,
-    "right_eef_angle_1": 34,
-    "eef_angle_2": 35,
-    "right_eef_angle_2": 35,
-    "eef_angle_3": 36,
-    "right_eef_angle_3": 36,
-    "eef_angle_4": 37,
-    "right_eef_angle_4": 37,
-    "eef_angle_5": 38,
-    "right_eef_angle_5": 38,
-    # [39, 42): right end effector velocities
-    "eef_vel_x": 39,
-    "right_eef_vel_x": 39,
-    "eef_vel_y": 40,
-    "right_eef_vel_y": 40,
-    "eef_vel_z": 41,
-    "right_eef_vel_z": 41,
-    # [42, 45): right end effector angular velocities
-    "eef_angular_vel_roll": 42,
-    "right_eef_angular_vel_roll": 42,
-    "eef_angular_vel_pitch": 43,
-    "right_eef_angular_vel_pitch": 43,
-    "eef_angular_vel_yaw": 44,
-    "right_eef_angular_vel_yaw": 44,
-    # [45, 50): reserved
-    # [50, 60): left arm joint positions
-    **{"left_arm_joint_{}_pos".format(i): i + 50 for i in range(10)},
-    # [60, 65): left gripper joint positions
-    **{"left_gripper_joint_{}_pos".format(i): i + 60 for i in range(5)},
-    "left_gripper_open": 60,  # alias of left_gripper_joint_0_pos
-    # [65, 75): left arm joint velocities
-    **{"left_arm_joint_{}_vel".format(i): i + 65 for i in range(10)},
-    # [75, 80): left gripper joint velocities
-    **{"left_gripper_joint_{}_vel".format(i): i + 75 for i in range(5)},
-    "left_gripper_open_vel": 75,  # alias of left_gripper_joint_0_vel
-    # [80, 83): left end effector positions
-    "left_eef_pos_x": 80,
-    "left_eef_pos_y": 81,
-    "left_eef_pos_z": 82,
-    # [83, 89): left end effector 6D pose
-    "left_eef_angle_0": 83,
-    "left_eef_angle_1": 84,
-    "left_eef_angle_2": 85,
-    "left_eef_angle_3": 86,
-    "left_eef_angle_4": 87,
-    "left_eef_angle_5": 88,
-    # [89, 92): left end effector velocities
-    "left_eef_vel_x": 89,
-    "left_eef_vel_y": 90,
-    "left_eef_vel_z": 91,
-    # [92, 95): left end effector angular velocities
-    "left_eef_angular_vel_roll": 92,
-    "left_eef_angular_vel_pitch": 93,
-    "left_eef_angular_vel_yaw": 94,
-    # [95, 100): reserved
-    # [100, 102): base linear velocities
-    "base_vel_x": 100,
-    "base_vel_y": 101,
-    # [102, 103): base angular velocities
-    "base_angular_vel": 102,
-    # [103, 115): dextrous hand joint positions
-    **{"left_hand_joint_{}_pos".format(i): i + 103 for i in range(6)},
-    **{"right_hand_joint_{}_pos".format(i): i + 109 for i in range(6)},
-    # [115, 119): torso joint positions
-    **{"torso_joint_{}_pos".format(i): i + 115 for i in range(4)},
-    # [119, 121): head joint positions
-    **{"head_joint_{}_pos".format(i): i + 119 for i in range(2)},
-    "waist": 115,
-    # [121, 123): head joint velocities
-    **{"head_joint_{}_vel".format(i): i + 121 for i in range(2)},
-    "waist_vel": 113,
-    # [124, 128): reserved
-}
-
-
-STATE_VEC_LEN = 128
-
-
-def get_all_left_related_indices(including_end: bool = True):
-    if including_end:
-        return np.arange(50, 128, step=1)
-    else:
-        return np.arange(50, 100)
-
-
-def get_all_right_related_indices():
-    return np.arange(0, 50)
diff --git a/embodichain/data/global_mapping.py b/embodichain/data/global_mapping.py
deleted file mode 100644
index 24ebcb34..00000000
--- a/embodichain/data/global_mapping.py
+++ /dev/null
@@ -1,161 +0,0 @@
-# ----------------------------------------------------------------------------
-# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-# ----------------------------------------------------------------------------
-
-from embodichain.data.enum import (
-    ControlParts,
-    ActionMode,
-    EndEffector,
-    JointType,
-    EefType,
-    is_dual_arms,
-)
-from embodichain.data.global_indices import GLOBAL_INDICES
-import numpy as np
-from typing import List
-
-
-class GlobalMapping:
-    def __init__(self, dof: int):
-        self_attrs = GlobalMapping.__dict__
-        num_arm = 2 if is_dual_arms(dofs=dof) else 1
-        single_dof = dof // num_arm
-        function_dict = {}
-        for k, v in self_attrs.items():
-            if isinstance(v, staticmethod) and "__" not in k:
-                function_dict.update(v.__func__(dof=single_dof, num_arm=num_arm))
-        self.mapping_from_name_to_indices = function_dict
-
-    @staticmethod
-    def get_qpos_indices(dof: int, num_arm, **kwrags):
-
-        return {
-            ControlParts.LEFT_ARM.value
-            + JointType.QPOS.value: [
-                GLOBAL_INDICES[f"left_arm_joint_{i}_pos"] for i in range(dof)
-            ],
-            ControlParts.RIGHT_ARM.value
-            + JointType.QPOS.value: [
-                GLOBAL_INDICES[f"right_arm_joint_{i}_pos"] for i in range(dof)
-            ],
-            ControlParts.HEAD.value
-            + JointType.QPOS.value: [
-                GLOBAL_INDICES["head_joint_{}_pos".format(i)] for i in range(2)
-            ],
-            ControlParts.WAIST.value + JointType.QPOS.value: [GLOBAL_INDICES["waist"]],
-        }
-
-    @staticmethod
-    def get_gripper_open_state_indices(num_arm, **kwrags):
-        return {
-            ControlParts.LEFT_EEF.value
-            + EndEffector.GRIPPER.value: [GLOBAL_INDICES["left_gripper_open"]],
-            ControlParts.RIGHT_EEF.value
-            + EndEffector.GRIPPER.value: [GLOBAL_INDICES["right_gripper_open"]],
-        }
-
-    @staticmethod
-    def get_hand_qpos_indices(num_arm: int, hand_dof: int = 6, **kwrags):
-        return {
-            ControlParts.LEFT_EEF.value
-            + EndEffector.DEXTROUSHAND.value: [
-                GLOBAL_INDICES[f"left_hand_joint_{i}_pos"] for i in range(hand_dof)
-            ],
-            ControlParts.RIGHT_EEF.value
-            + EndEffector.DEXTROUSHAND.value: [
-                GLOBAL_INDICES[f"right_hand_joint_{i}_pos"] for i in range(hand_dof)
-            ],
-        }
-
-    @staticmethod
-    def get_gripper_open_vel_indices(num_arm, **kwrags):
-        return {
-            ControlParts.LEFT_EEF.value
-            + ActionMode.RELATIVE.value
-            + EndEffector.GRIPPER.value: [GLOBAL_INDICES["left_gripper_open_vel"]],
-            ControlParts.RIGHT_EEF.value
-            + ActionMode.RELATIVE.value
-            + EndEffector.GRIPPER.value: [GLOBAL_INDICES["right_gripper_open_vel"]],
-        }
-
-    @staticmethod
-    def get_delta_qpos_indices(dof: int, num_arm, **kwrags):
-        return {
-            ControlParts.LEFT_ARM.value
-            + ActionMode.RELATIVE.value
-            + JointType.QPOS.value: [
-                GLOBAL_INDICES[f"left_arm_joint_{i}_vel"] for i in range(dof)
-            ],
-            ControlParts.RIGHT_ARM.value
-            + ActionMode.RELATIVE.value
-            + JointType.QPOS.value: [
-                GLOBAL_INDICES[f"right_arm_joint_{i}_vel"] for i in range(dof)
-            ],
-            ControlParts.HEAD.value
-            + ActionMode.RELATIVE.value
-            + JointType.QPOS.value: [
-                GLOBAL_INDICES["head_joint_{}_vel".format(i)] for i in range(2)
-            ],
-            ControlParts.WAIST.value
-            + ActionMode.RELATIVE.value
-            + JointType.QPOS.value: [GLOBAL_INDICES["waist_vel"]],
-        }
-
-    @staticmethod
-    def get_eef_pose_indices(num_arm, **kwrags):
-        return {
-            ControlParts.LEFT_ARM.value
-            + EefType.POSE.value: [
-                GLOBAL_INDICES["left_eef_pos_x"],
-                GLOBAL_INDICES["left_eef_pos_y"],
-                GLOBAL_INDICES["left_eef_pos_z"],
-                GLOBAL_INDICES["left_eef_angle_0"],
-                GLOBAL_INDICES["left_eef_angle_1"],
-                GLOBAL_INDICES["left_eef_angle_2"],
-                GLOBAL_INDICES["left_eef_angle_3"],
-                GLOBAL_INDICES["left_eef_angle_4"],
-                GLOBAL_INDICES["left_eef_angle_5"],
-            ],
-            ControlParts.RIGHT_ARM.value
-            + EefType.POSE.value: [
-                GLOBAL_INDICES["right_eef_pos_x"],
-                GLOBAL_INDICES["right_eef_pos_y"],
-                GLOBAL_INDICES["right_eef_pos_z"],
-                GLOBAL_INDICES["right_eef_angle_0"],
-                GLOBAL_INDICES["right_eef_angle_1"],
-                GLOBAL_INDICES["right_eef_angle_2"],
-                GLOBAL_INDICES["right_eef_angle_3"],
-                GLOBAL_INDICES["right_eef_angle_4"],
-                GLOBAL_INDICES["right_eef_angle_5"],
-            ],
-        }
-
-    def get_indices(self, state_meta: List[str]):
-        state_indices = []
-
-        for proprio_name in state_meta:
-            state_indices += self.mapping_from_name_to_indices[proprio_name]
-
-        return state_indices
-
-    def ret_all_state(
-        self,
-    ):
-        state_indices = []
-
-        for val in self.mapping_from_name_to_indices.values():
-            state_indices += val
-
-        return state_indices
diff --git a/embodichain/lab/gym/envs/action_bank/configurable_action.py b/embodichain/lab/gym/envs/action_bank/configurable_action.py
index 9c285aa5..bdffc543 100644
--- a/embodichain/lab/gym/envs/action_bank/configurable_action.py
+++ b/embodichain/lab/gym/envs/action_bank/configurable_action.py
@@ -14,22 +14,23 @@
 # limitations under the License.
 # ----------------------------------------------------------------------------
 
+import torch
 import numpy as np
+import functools
 import networkx as nx
+import matplotlib.pyplot as plt
+
 from copy import deepcopy
 from typing import Dict, Tuple, Union, List, Callable, Any, Optional
 from tqdm import tqdm
-
-import torch
-import matplotlib.pyplot as plt
 from functools import partial
+
 from embodichain.utils.math import pose_inv
 from embodichain.utils.logger import log_info, log_warning, log_error
 from embodichain.lab.sim.cfg import MarkerCfg
-from embodichain.lab.gym.utils.misc import resolve_env_params, _data_key_to_control_part
+from embodichain.lab.gym.utils.misc import resolve_env_params, data_key_to_control_part
 from embodichain.data.enum import Hints, EefExecute
 from .utils import generate_affordance_from_src, get_init_affordance
-import functools
 
 
 # https://stackoverflow.com/questions/41834530/how-to-make-python-decorators-work-like-a-tag-to-make-function-calls-by-tag
@@ -995,7 +996,7 @@ def get_control_part(env, agent_uid):
     if agent_uid in control_parts:
         return agent_uid
     else:
-        return _data_key_to_control_part(
+        return data_key_to_control_part(
             robot=env.robot,
             control_parts=control_parts,
             data_key=agent_uid,
diff --git a/embodichain/lab/gym/envs/embodied_env.py b/embodichain/lab/gym/envs/embodied_env.py
index 4dcd2412..601055a0 100644
--- a/embodichain/lab/gym/envs/embodied_env.py
+++ b/embodichain/lab/gym/envs/embodied_env.py
@@ -452,45 +452,19 @@ def create_demo_action_list(self, *args, **kwargs) -> Optional[Sequence[EnvActio
             "The method 'create_demo_action_list' must be implemented in subclasses."
         )
 
-    def to_dataset(
-        self, id: str, save_path: str = None, folder_name: str = None
-    ) -> Optional[str]:
-        """
-        Convert the recorded episode data to a dataset format and save to disk.
+    def to_dataset(self, id: str, save_path: str = None) -> Optional[str]:
+        """Convert the recorded episode data to a dataset format.
 
         Args:
             id (str): Unique identifier for the dataset.
             save_path (str, optional): Path to save the dataset. If None, use config or default.
-            folder_name (str, optional): Folder name for saving. If None, auto-generate.
 
         Returns:
             Optional[str]: The path to the saved dataset, or None if failed.
         """
-        # TODO: To be refactor data pipeline into more modularized and extendable way.
-        from embodichain.data.data_engine.data_dict_extractor import (
-            fetch_imitation_dataset,
-        )
-        from embodichain.lab.gym.utils.misc import camel_to_snake
-
-        save_path = self.cfg.dataset.get("save_path", None)
-        if save_path is None:
-            from embodichain.data import database_demo_dir
-
-            save_path = database_demo_dir
-
-        if self.curr_episode == 0:
-            self.folder_name = f"{camel_to_snake(self.__class__.__name__)}_{camel_to_snake(self.robot.cfg.uid)}"
-            if os.path.exists(os.path.join(save_path, self.folder_name)):
-                self.folder_name = f"{self.folder_name}_{np.random.randint(0, 1000)}"
-
-        dataset_path = fetch_imitation_dataset(
-            self,
-            self.episode_obs_list[:-1],
-            self.episode_action_list,
-            id,
-            self.folder_name,
+        raise NotImplementedError(
+            "The method 'to_dataset' will be implemented in the near future."
         )
-        return dataset_path
 
     def is_task_success(self, **kwargs) -> torch.Tensor:
         """Determine if the task is successfully completed. This is mainly used in the data generation process
diff --git a/embodichain/lab/gym/envs/managers/events.py b/embodichain/lab/gym/envs/managers/events.py
index 1e089434..c6653ba1 100644
--- a/embodichain/lab/gym/envs/managers/events.py
+++ b/embodichain/lab/gym/envs/managers/events.py
@@ -241,7 +241,7 @@ def __call__(
 
                 is_global_func = True
                 ASSET_MODULES = [
-                    "embodichain.lab.gym.envs.object",
+                    "embodichain.lab.gym.envs.managers.object",
                     "embodichain.lab.gym.utils.misc",
                 ]
                 global_func = find_function_from_modules(
diff --git a/embodichain/lab/gym/envs/object/__init__.py b/embodichain/lab/gym/envs/managers/object/__init__.py
similarity index 100%
rename from embodichain/lab/gym/envs/object/__init__.py
rename to embodichain/lab/gym/envs/managers/object/__init__.py
diff --git a/embodichain/lab/gym/envs/managers/object/geometry.py b/embodichain/lab/gym/envs/managers/object/geometry.py
new file mode 100644
index 00000000..db26b18f
--- /dev/null
+++ b/embodichain/lab/gym/envs/managers/object/geometry.py
@@ -0,0 +1,188 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+from typing import Union
+
+from embodichain.utils import logger
+from embodichain.lab.sim.objects import RigidObject
+from embodichain.lab.gym.envs.managers.cfg import SceneEntityCfg
+from embodichain.utils.utility import inv_transform
+
+
+def get_pcd_svd_frame(pc: torch.Tensor) -> torch.Tensor:
+    """Computes the pose of a point cloud using Singular Value Decomposition (SVD).
+
+    This function centers the point cloud, performs SVD to obtain the rotation,
+    and constructs a 4x4 transformation matrix representing the pose of the point cloud.
+
+    Args:
+        pc (torch.Tensor): A 2D numpy array of shape (N, 3) representing the point cloud,
+                         where N is the number of points.
+
+    Returns:
+        torch.Tensor: A 4x4 transformation matrix that includes the rotation and translation
+                    of the point cloud.
+    """
+    if pc.ndim != 2:
+        logger.log_error(
+            f"get_pcd_svd_frame only support the pc of 1 object, which means that pc.ndim==2, but got {pc.ndim}"
+        )
+    pc_center = pc.mean(axis=0)
+    pc_centered = pc - pc_center
+    u, s, vt = torch.linalg.svd(pc_centered)
+    rotation = vt.T
+    pc_pose = torch.eye(4, dtype=torch.float32)
+    pc_pose[:3, :3] = rotation
+    pc_pose[:3, 3] = pc_center
+    return pc_pose
+
+
+def apply_svd_transfer_pcd(
+    geometry: Union[
+        np.ndarray,
+        torch.Tensor,
+        RigidObject,
+    ],
+    sample_points: int = 1000,
+) -> np.ndarray:
+    """Applies Singular Value Decomposition (SVD) transfer to a point cloud represented by geometry.
+
+    Args:
+        geometry (Union[np.ndarray, torch.Tensor, RigidObject]): The input geometry, which can be a numpy array,
+            a torch tensor, or a RigidObject instance.
+        sample_points (int): The number of sample points to consider (default is 1000).
+
+    Returns:
+        np.ndarray: The transformed vertices in standard position after applying SVD.
+    """
+    if isinstance(geometry, RigidObject):
+        verts = torch.as_tensor(geometry.get_vertices())
+    elif isinstance(geometry, (np.ndarray, torch.Tensor)):
+        verts = torch.as_tensor(geometry)
+    else:
+        logger.log_error(
+            f"Unsupported geometry type: {type(geometry)}. Expected np.ndarray, torch.Tensor, or RigidObject."
+        )
+
+    if verts.ndim < 3:
+        verts = verts[None]
+
+    sample_ids = torch.randint(0, verts.shape[1], (sample_points,), device=verts.device)
+    verts = verts[:, sample_ids, :]
+
+    # TODO: Can be optimized with fullly batch operations
+    standard_verts = []
+    for object_verts in verts:
+        pc_svd_frame = get_pcd_svd_frame(object_verts)
+        inv_svd_frame = inv_transform(pc_svd_frame)
+        standard_object_verts = (
+            object_verts @ inv_svd_frame[:3, :3].T + inv_svd_frame[:3, 3]
+        )
+        standard_verts.append(standard_object_verts)
+
+    return torch.stack(standard_verts)
+
+
+def compute_object_length(
+    env,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfg: SceneEntityCfg,
+    sample_points: int,
+    is_svd_frame: bool = True,
+):
+    """Compute per-environment object extents (lengths) along principal axes.
+
+    Computes the size of a rigid object's point cloud along the x, y and z axes
+    for each selected environment. The point cloud is first scaled by the
+    object's per-environment body scale. If requested, points are transformed
+    into an SVD-aligned coordinate frame prior to extent computation.
+
+    Args:
+        env: Environment handle that must provide the following attributes:
+            - sim.get_rigid_object(uid) -> RigidObject-like object
+            - num_envs (int): total number of parallel environments
+            - device (torch.device): device for returned tensors
+        env_ids (torch.Tensor or None): Optional 1-D tensor of environment indices
+            (shape (k,)) to select a subset of environments. If None, all
+            environments are used. The number of selected environments
+            (num_envs_selected) is env.num_envs when env_ids is None or
+            env_ids.shape[0] otherwise.
+        entity_cfg (SceneEntityCfg): Scene entity configuration. Must contain
+            attribute `uid` used to fetch the RigidObject via env.sim.
+        sample_points (int): Number of points to sample per object when applying
+            SVD alignment, must be a positive integer. When not applying SVD,
+            this value is the expected number of sample points per object but
+            is not strictly required to match the input point count.
+        is_svd_frame (bool): If True, transform the scaled point cloud into an
+            SVD-aligned frame using apply_svd_transfer_pcd before computing
+            extents. If False, lengths are computed in the object's current
+            frame.
+
+    Returns:
+        dict: Mapping with keys "x", "y", "z". Each value is a torch.Tensor of
+        shape (num_envs_selected,) with dtype torch.float32 located on
+        env.device. Each tensor contains the per-environment extent along that
+        axis computed as max_coordinate - min_coordinate over the sampled points.
+
+    Raises:
+        ValueError: If sample_points <= 0.
+        TypeError: If env or entity_cfg do not provide the expected attributes.
+
+    Notes:
+        - The RigidObject methods used are expected to return:
+            pcs = rigid_object.get_vertices(env_ids)
+                -> Tensor of shape (num_envs_selected, N, 3) (N is number of
+                   points available per object; SVD sampling will draw with
+                   replacement if sample_points > N).
+            body_scale = rigid_object.get_body_scale(env_ids)
+                -> Tensor broadcastable to pcs for per-environment scaling.
+        - After scaling, scaled_pcs has shape (num_envs_selected, N, 3).
+          If is_svd_frame is True, apply_svd_transfer_pcd(scaled_pcs,
+          sample_points) is expected to return a tensor of shape
+          (num_envs_selected, sample_points, 3).
+        - The returned per-axis lengths correspond to the first dimension of
+          the vertex tensor returned by get_vertices (num_envs_selected).
+        - Degenerate point clouds (all points identical along an axis) yield
+          zero length for that axis.
+
+    Example:
+        # Use all environments and compute SVD-aligned lengths from 1024 samples
+        lengths = compute_object_length(env, None, entity_cfg, sample_points=1024, is_svd_frame=True)
+        # lengths['x'].shape -> torch.Size([num_envs_selected])
+    """
+
+    rigid_object: RigidObject = env.sim.get_rigid_object(entity_cfg.uid)
+    object_lengths = {}
+    for axis in ["x", "y", "z"]:
+        object_lengths.update(
+            {axis: torch.zeros((env.num_envs,), dtype=torch.float32, device=env.device)}
+        )
+    pcs = rigid_object.get_vertices(env_ids)
+    body_scale = rigid_object.get_body_scale(env_ids)
+    scaled_pcs = pcs * body_scale
+
+    if is_svd_frame:
+        scaled_pcs = apply_svd_transfer_pcd(scaled_pcs, sample_points)
+
+    for axis, idx in zip(["x", "y", "z"], [0, 1, 2]):
+        scaled_pos = scaled_pcs[..., idx]  # (num_envs, sample_points)
+        length = scaled_pos.max(dim=1)[0] - scaled_pos.min(dim=1)[0]
+        object_lengths.update({axis: length})
+
+    return object_lengths
diff --git a/embodichain/lab/gym/envs/object/geometry.py b/embodichain/lab/gym/envs/object/geometry.py
deleted file mode 100644
index b95faf3c..00000000
--- a/embodichain/lab/gym/envs/object/geometry.py
+++ /dev/null
@@ -1,138 +0,0 @@
-# ----------------------------------------------------------------------------
-# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-# ----------------------------------------------------------------------------
-
-import torch
-import numpy as np
-import open3d as o3d
-
-from typing import Union
-
-from dexsim.models import MeshObject
-from embodichain.utils import logger
-from embodichain.lab.sim.objects import RigidObject
-from embodichain.lab.gym.envs.managers.cfg import SceneEntityCfg
-from embodichain.utils.utility import inv_transform
-
-
-def get_pc_svd_frame(pc: Union[np.ndarray, torch.Tensor]) -> np.ndarray:
-    """
-    Computes the pose of a point cloud using Singular Value Decomposition (SVD).
-
-    This function centers the point cloud, performs SVD to obtain the rotation,
-    and constructs a 4x4 transformation matrix representing the pose of the point cloud.
-
-    Args:
-        pc (np.ndarray): A 2D numpy array of shape (N, 3) representing the point cloud,
-                         where N is the number of points.
-
-    Returns:
-        np.ndarray: A 4x4 transformation matrix that includes the rotation and translation
-                    of the point cloud.
-    """
-    if pc.ndim != 2:
-        logger.log_error(
-            f"get_pc_svd_frame only support the pc of 1 object, which means that pc.ndim==2, but got {pc.ndim}"
-        )
-    pc_center = pc.mean(axis=0)
-    pc_centered = pc - pc_center
-    u, s, vt = torch.linalg.svd(pc_centered)
-    rotation = vt.T
-    pc_pose = torch.eye(4, dtype=torch.float32)
-    pc_pose[:3, :3] = rotation
-    pc_pose[:3, 3] = pc_center
-    return pc_pose
-
-
-def apply_svd_transfer_pc(
-    geometry: Union[
-        np.ndarray,
-        torch.Tensor,
-        o3d.cuda.pybind.geometry.TriangleMesh,
-        MeshObject,
-        RigidObject,
-    ],
-    sample_points: int = 1000,
-) -> np.ndarray:
-    """
-    Applies Singular Value Decomposition (SVD) transfer to a point cloud represented by geometry.
-
-    Parameters:
-    geometry (Union[np.ndarray, MeshObject]): The input geometry, which can be a NumPy array of vertices
-                                               or a MeshObject containing vertex data.
-    sample_points (int): The number of sample points to consider (default is 1000).
-
-    Returns:
-    np.ndarray: The transformed vertices in standard position after applying SVD.
-    """
-    if isinstance(geometry, (RigidObject, MeshObject)):
-        verts = torch.as_tensor(geometry.get_vertices())
-    elif isinstance(geometry, (np.ndarray, torch.Tensor)):
-        verts = torch.as_tensor(geometry)
-    elif isinstance(geometry, o3d.cuda.pybind.geometry.TriangleMesh):
-        verts = torch.as_tensor(geometry.vertices)
-    else:
-        logger.log_error(
-            f"Unsupported geometry type: {type(geometry)}. Expected np.ndarray, torch.Tensor, MeshObject, or RigidObject."
-        )
-
-    if verts.ndim < 3:
-        verts = verts[None]
-
-    sample_ids = (
-        np.random.choice(verts.shape[1], sample_points)
-        if isinstance(verts, np.ndarray)
-        else torch.randint(0, verts.shape[1], (sample_points,))
-    )
-    verts = verts[:, sample_ids, :]
-
-    standard_verts = []
-    for object_verts in verts:
-        pc_svd_frame = get_pc_svd_frame(object_verts)
-        inv_svd_frame = inv_transform(pc_svd_frame)
-        standard_object_verts = (
-            object_verts @ inv_svd_frame[:3, :3].T + inv_svd_frame[:3, 3]
-        )
-        standard_verts.append(standard_object_verts)
-
-    return torch.stack(standard_verts)
-
-
-def compute_object_length(
-    env,
-    env_ids: Union[torch.Tensor, None],
-    entity_cfg: SceneEntityCfg,
-    sample_points: int,
-    is_svd_frame: bool = True,
-):
-    rigid_object: RigidObject = env.sim.get_rigid_object(entity_cfg.uid)
-    object_lengths = {}
-    for axis in ["x", "y", "z"]:
-        object_lengths.update(
-            {axis: torch.zeros((env.num_envs,), dtype=torch.float32, device=env.device)}
-        )
-    pcs = rigid_object.get_vertices(env_ids)
-    body_scale = rigid_object.get_body_scale(env_ids)
-    scaled_pcs = pcs * body_scale
-
-    if is_svd_frame:
-        scaled_pcs = apply_svd_transfer_pc(scaled_pcs, sample_points)
-
-    for axis, idx in zip(["x", "y", "z"], [0, 1, 2]):
-        scaled_pos = scaled_pcs[..., idx]  # (num_envs, sample_points)
-        length = scaled_pos.max(dim=1)[0] - scaled_pos.min(dim=1)[0]
-        object_lengths.update({axis: length})
-
-    return object_lengths
diff --git a/embodichain/lab/gym/utils/gym_utils.py b/embodichain/lab/gym/utils/gym_utils.py
index 42692190..1cf433a6 100644
--- a/embodichain/lab/gym/utils/gym_utils.py
+++ b/embodichain/lab/gym/utils/gym_utils.py
@@ -541,7 +541,6 @@ def map_qpos_to_eef_pose(
     Returns:
         Dict[str, torch.Tensor]: A dictionary containing the end-effector poses for each control part.
     """
-    from embodichain.data.enum import EefType
 
     eef_pose_dict = {}
     for i, name in enumerate(control_parts):
@@ -562,7 +561,7 @@ def map_qpos_to_eef_pose(
         eef_pose[:, 3:6] = part_eef_pose[:, :3, 0]
         eef_pose[:, 6:9] = part_eef_pose[:, :3, 1]
 
-        eef_pose_dict[name + EefType.POSE.value] = eef_pose
+        eef_pose_dict[name] = eef_pose
 
     return eef_pose_dict
 
diff --git a/embodichain/lab/gym/utils/misc.py b/embodichain/lab/gym/utils/misc.py
index 92098663..0f9cc5ee 100644
--- a/embodichain/lab/gym/utils/misc.py
+++ b/embodichain/lab/gym/utils/misc.py
@@ -41,31 +41,6 @@ def no_validation(*args, **kwargs):
     return True
 
 
-def add_xy_random_offset(
-    pose: np.ndarray, max_offset: Union[float, List[float]]
-) -> np.ndarray:
-    """
-    Add a random offset to the x and y translation of a pose.
-
-    Args:
-        pose (np.ndarray): 4x4 pose matrix.
-        max_offset (float or List[float]): If float, uniform in [-max_offset, max_offset] for both axes.
-                                           If list, [x_min, x_max, y_min, y_max].
-
-    Returns:
-        np.ndarray: Pose with random xy offset.
-    """
-    shift_pose = deepcopy(pose)
-    if isinstance(max_offset, float):
-        xy_shift = np.random.uniform(-max_offset, max_offset, size=2)
-    else:
-        x_shift = np.random.uniform(max_offset[0], max_offset[1])
-        y_shift = np.random.uniform(max_offset[2], max_offset[3])
-        xy_shift = np.array([x_shift, y_shift])
-    shift_pose[:2, 3] += xy_shift
-    return shift_pose
-
-
 def mul_linear_expand(
     arr: np.ndarray, expand_times: Union[int, List[int]], is_interp: bool = True
 ) -> np.ndarray:
@@ -175,14 +150,7 @@ def is_pose_flip(
     return valid_ret
 
 
-def is_qpos_exceed(qpos: np.ndarray, agent, uid: str):
-    return not (
-        any(qpos < agent.get_joint_limits(uid)[:, 0])
-        or any(qpos > agent.get_joint_limits(uid)[:, 1])
-    )
-
-
-def is_qpos_exceed_new(
+def is_qpos_exceed(
     qpos: Union[np.ndarray, torch.Tensor], robot: Robot, control_part: str
 ) -> bool:
     """
@@ -676,106 +644,6 @@ def get_changed_qpos(
     return qpos_to_change
 
 
-def pose_shift(pose_in_cam: np.ndarray, axis: int, shift: float) -> np.ndarray:
-    shift_pose = np.copy(pose_in_cam)
-    shift_pose = np.linalg.inv(shift_pose)
-    shift_pose[axis, -1] += shift
-    shift_pose = np.linalg.inv(shift_pose)
-    return shift_pose
-
-
-def expand_pose(
-    pose: np.ndarray,
-    x_interval: float,
-    y_interval: float,
-    kpnts_number: int,
-    grab_ratios: List = None,
-    ref_pose: np.ndarray = np.eye(4),
-):
-    ret = [ref_pose @ pose]
-
-    xoffset = np.linspace(-x_interval, x_interval, kpnts_number)
-
-    if grab_ratios is None:
-        yoffset = np.linspace(-y_interval, y_interval, kpnts_number)
-    else:
-        yoffset = np.linspace(
-            -y_interval * grab_ratios[0],
-            y_interval * grab_ratios[1],
-            kpnts_number,
-        )
-
-    x_expand = [ref_pose @ pose_shift(pose, 0, x) for x in list(xoffset)]
-    y_expand = [ref_pose @ pose_shift(pose, 1, y) for y in list(yoffset)]
-    return ret + x_expand + y_expand
-
-
-def parse_mask_by_uuids(
-    mask: np.ndarray, uuids: Dict[str, int]
-) -> Dict[str, np.ndarray]:
-    from embodichain.data.enum import SemanticMask
-
-    if len(uuids.keys()) == 0:
-        return {}
-
-    robot_mask = np.zeros_like(mask, dtype=np.bool_)
-    robot_uuids = uuids["robot"]
-    for uuid in robot_uuids:
-        robot_mask[mask == uuid] = True
-
-    object_uuids = uuids.get("object", [])
-    foreground_mask = np.zeros_like(mask, dtype=np.bool_)
-    for uuid in object_uuids:
-        foreground_mask[mask == uuid] = True
-
-    background_mask = np.logical_not(np.logical_or(robot_mask, foreground_mask))
-
-    ret_masks = np.tile(
-        np.expand_dims(np.zeros_like(robot_mask), -1), [1, 1, len(SemanticMask)]
-    )
-    ret_masks[:, :, SemanticMask.ROBOT.value] = robot_mask
-    ret_masks[:, :, SemanticMask.BACKGROUND.value] = background_mask
-    ret_masks[:, :, SemanticMask.FOREGROUND.value] = foreground_mask
-
-    return ret_masks
-
-
-def project_3d_to_2d(
-    cam, poses: List[np.ndarray], normalize: bool = True
-) -> np.ndarray:
-    import dexsim.utility as dexutils
-
-    cam_pose = cam._camera.get_world_pose()
-    cam_pose = dexutils.change_coordinate_stystem(cam_pose, ["X", "-Y", "-Z"])
-
-    intrinsic = cam._camera.get_intrinsic()
-    height = cam._camera.get_height()
-    width = cam._camera.get_width()
-    keypoints = []
-    for pose in poses:
-        pose_ = np.matmul(np.linalg.inv(cam_pose), pose)
-        rvec, tvec = cv2.Rodrigues(np.eye(3))[0], np.zeros((3, 1))
-        image_points, _ = cv2.projectPoints(
-            pose_[:3, -1],
-            rvec,
-            tvec,
-            np.array(intrinsic).reshape(3, 3),
-            np.zeros(
-                5,
-            ),
-        )
-        keypoints.append(image_points.reshape(1, 2))
-
-    keypoints = np.concatenate(keypoints, 0)
-    keypoints[:, 0] = np.clip(keypoints[:, 0], 0, width - 1)
-    keypoints[:, 1] = np.clip(keypoints[:, 1], 0, height - 1)
-
-    if normalize:
-        keypoints[:, 0] = keypoints[:, 0] / width
-        keypoints[:, 1] = keypoints[:, 1] / height
-    return keypoints
-
-
 def camel_to_snake(name):
     # Insert underscores before each uppercase letter and convert to lowercase
     s1 = re.sub("(.)([A-Z][a-z]+)", r"\1_\2", name)
@@ -1463,7 +1331,7 @@ def get_fk_xpos(
 
 
 # FIXME: remove
-def _data_key_to_control_part(robot, control_parts, data_key: str) -> Optional[str]:
+def data_key_to_control_part(robot, control_parts, data_key: str) -> Optional[str]:
     # TODO: Temporary workaround, should be removed after refactoring data dict extractor.
     # @lru_cache(max_size=None) # NOTE: no way to pass a hashable parameter
     def is_eef_hand(robot, control_parts) -> bool:
@@ -1492,73 +1360,3 @@ def is_eef_hand(robot, control_parts) -> bool:
         if "gripper" in data_key and is_eef_hand(robot, control_parts) is False:
             return "right_eef"
         return None
-
-
-# FIXME: only for v3 W1
-def map_ee_state_to_env_actions(
-    robot, ee_state: np.ndarray, env_actions: np.ndarray
-) -> np.ndarray:
-    """
-    Map end-effector (gripper) state to environment joint actions.
-
-    Args:
-        ee_state (np.ndarray): Normalized gripper state, shape (batch, 2).
-        env_actions (np.ndarray): Environment joint actions to be updated.
-
-    Returns:
-        np.ndarray: Updated environment joint actions with gripper positions.
-    """
-    from embodichain.data.enum import ControlParts, JointType, EndEffector
-
-    left_eef_limits = (
-        robot.body_data.qpos_limits.squeeze(0)
-        .cpu()
-        .numpy()[robot.get_joint_ids(name=ControlParts.LEFT_EEF.value)]
-    )
-    right_eef_limits = (
-        robot.body_data.qpos_limits.squeeze(0)
-        .cpu()
-        .numpy()[robot.get_joint_ids(name=ControlParts.RIGHT_EEF.value)]
-    )
-
-    def w1_gripper_mapping(normalized_state, eef_limits):
-        # Define normalized open/close positions for the gripper (range 0-1)
-        open_state_normalized = np.array([90.0, 0.0, 0.0, 0.0, 0.0, 0.0]) / 100.0
-        close_state_normalized = np.array([90.0, 55.0, 30.0, 30.0, 30.0, 30.0]) / 100.0
-
-        # Convert normalized values to actual joint angles
-        open_state_actual = eef_limits[:, 0] + open_state_normalized * (
-            eef_limits[:, 1] - eef_limits[:, 0]
-        )
-        close_state_actual = eef_limits[:, 0] + close_state_normalized * (
-            eef_limits[:, 1] - eef_limits[:, 0]
-        )
-
-        # Interpolate between open and close joint angles
-        if isinstance(normalized_state, np.ndarray) and normalized_state.ndim > 0:
-            return (
-                open_state_actual * (1 - normalized_state[:, None])
-                + close_state_actual * normalized_state[:, None]
-            )
-        else:
-            return (
-                open_state_actual * (1 - normalized_state)
-                + close_state_actual * normalized_state
-            )
-
-    if ee_state.ndim == 1:
-        ee_state = ee_state.reshape(1, -1)
-    if env_actions.ndim == 1:
-        env_actions = env_actions.reshape(1, -1)
-
-    # Map normalized gripper state to actual joint positions
-    left_hand_qpos = w1_gripper_mapping(ee_state[:, 0], left_eef_limits)
-    right_hand_qpos = w1_gripper_mapping(ee_state[:, 1], right_eef_limits)
-
-    # Get indices for left and right end-effector joints
-    left_eef_ids = robot.get_joint_ids(name=ControlParts.LEFT_EEF.value)
-    right_eef_ids = robot.get_joint_ids(name=ControlParts.RIGHT_EEF.value)
-
-    env_actions[:, left_eef_ids] = left_hand_qpos
-    env_actions[:, right_eef_ids] = right_hand_qpos
-    return env_actions
diff --git a/embodichain/lab/scripts/generate_video.py b/embodichain/lab/scripts/generate_video.py
deleted file mode 100644
index 4b51b3dd..00000000
--- a/embodichain/lab/scripts/generate_video.py
+++ /dev/null
@@ -1,162 +0,0 @@
-# ----------------------------------------------------------------------------
-# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-# ----------------------------------------------------------------------------
-
-from embodichain.utils.logger import log_info, log_warning
-
-import h5py
-import argparse
-import numpy as np
-import os
-
-from tqdm import tqdm
-from dexsim.utility import images_to_video
-from typing import Dict, Callable, Tuple
-from embodichain.utils.visualizer import draw_keypoints, draw_action_distribution
-from embodichain.data.enum import EefType, JointType, Modality, PrivilegeType
-from embodichain.data.data_engine.unified_state import ActionIndicesGenerator
-
-
-class VideoCreator:
-    def __init__(self) -> None:
-        pass
-
-    @staticmethod
-    def _sub_function(
-        images,
-        output_path,
-        video_key,
-        exteroceptions: Dict = None,
-        multiplier: int = 1,
-        drawer: Callable = lambda x: x,
-    ):
-        for key in images.keys():
-            imgs = images[key]
-            if imgs is None:
-                log_warning(f"No images found for key: {key}. Skipping.")
-                continue
-            img_list = []
-            for i in tqdm(range(imgs.shape[0])):
-                image_i = drawer(imgs[i] * multiplier)
-                if exteroceptions is not None and len(exteroceptions[key]) != 0:
-                    image_i = draw_keypoints(
-                        image_i, exteroceptions[key][i].reshape(-1, 2)
-                    )
-                img_list.append(image_i)
-
-            images_to_video(img_list, output_path, f"{key}_{video_key}")
-
-    @staticmethod
-    def monocular_save(
-        observations: Dict,
-        video_key: str,
-        output_path: str,
-        multiplier: int = 1,
-        drawer: Callable = lambda x: x,
-        draw_exteroception: bool = True,
-    ):
-        images = observations[video_key]
-        if (
-            PrivilegeType.EXTEROCEPTION.value in observations.keys()
-            and draw_exteroception
-        ):
-            exteroceptions = observations[PrivilegeType.EXTEROCEPTION.value]
-        else:
-            exteroceptions = None
-        VideoCreator._sub_function(
-            images,
-            output_path,
-            video_key,
-            exteroceptions,
-            multiplier,
-            drawer,
-        )
-
-
-def visualize_data_dict(f: Dict, output_path: str):
-    observations = f["observations"]
-
-    if PrivilegeType.MASK.value in observations.keys():
-        VideoCreator.monocular_save(
-            observations,
-            PrivilegeType.MASK.value,
-            output_path,
-            255,
-            draw_exteroception=False,
-        )
-
-    if Modality.GEOMAP.value in observations.keys():
-        from embodichain.utils.img_utils import gen_disp_colormap
-
-        VideoCreator.monocular_save(
-            observations,
-            Modality.GEOMAP.value,
-            output_path,
-            1,
-            lambda x: (gen_disp_colormap(x).transpose(1, 2, 0) * 255).astype(np.uint8),
-            draw_exteroception=False,
-        )
-
-    VideoCreator.monocular_save(observations, Modality.IMAGES.value, output_path)
-
-
-def main(args):
-
-    data_path = args.data_path
-    output_path = args.output_path
-    assert data_path.endswith(".hdf5"), "Data path must have format of .hdf5"
-    with h5py.File(data_path, "r") as f:
-        from embodichain.data.data_engine.data_dict_extractor import (
-            CompressedVideoHDF5,
-        )
-        import hdfdict
-
-        data = hdfdict.load(data_path)
-        data = CompressedVideoHDF5(output_path).safe_filter(data)
-
-        visualize_data_dict(data, output_path)
-        robot_meta = data["robot_meta"]
-        arm_dofs = robot_meta["arm_dofs"][()]
-        indices_generator = ActionIndicesGenerator(arm_dofs)
-
-        actions = f[Modality.ACTIONS.value][()]
-        key_names = indices_generator.global_mapping.mapping_from_name_to_indices.keys()
-        log_info(f"Arm dofs: {arm_dofs}", color="green")
-        indices_dict = {}
-        for key_name in key_names:
-            indices_dict[key_name] = indices_generator.get([key_name])
-        draw_action_distribution(actions, indices_dict, output_path, smooth=args.smooth)
-
-
-if __name__ == "__main__":
-    import argparse
-
-    parser = argparse.ArgumentParser()
-    parser.add_argument("--data_path", type=str, help="Path to the data file.")
-    parser.add_argument(
-        "--output_path",
-        type=str,
-        help="Path to the output video file.",
-        default="./outputs",
-    )
-    parser.add_argument(
-        "--smooth",
-        action="store_true",
-        default=False,
-        help="whether smooth joints.",
-    )
-    args = parser.parse_args()
-
-    main(args)
diff --git a/embodichain/lab/scripts/preview_env.py b/embodichain/lab/scripts/preview_env.py
index 9357584d..fde071bd 100644
--- a/embodichain/lab/scripts/preview_env.py
+++ b/embodichain/lab/scripts/preview_env.py
@@ -62,12 +62,6 @@
         default=0,
         type=int,
     )
-    parser.add_argument(
-        "--enable_sensors_in_step",
-        help="Whether to enable sensors in each step of the simulation.",
-        default=False,
-        action="store_true",
-    )
     parser.add_argument("--gym_config", type=str, help="gym_config", default="")
     parser.add_argument(
         "--action_config",
@@ -110,9 +104,6 @@
 
     env = gymnasium.make(id=gym_config["id"], cfg=cfg, **action_config)
 
-    if args.enable_sensors_in_step is False:
-        pass
-
     obs, info = env.reset()
 
     """
diff --git a/embodichain/lab/scripts/run_env.py b/embodichain/lab/scripts/run_env.py
index 5fcb07fa..1ad5318f 100644
--- a/embodichain/lab/scripts/run_env.py
+++ b/embodichain/lab/scripts/run_env.py
@@ -19,6 +19,7 @@
 import argparse
 import os
 import torch
+import tqdm
 
 from threading import Thread
 
@@ -28,46 +29,26 @@
 from embodichain.lab.gym.utils.gym_utils import (
     config_to_cfg,
 )
-from embodichain.lab.scripts.generate_video import visualize_data_dict
-from embodichain.data.data_engine.online.online_generator import (
-    OnlineGenerator,
-)
 from embodichain.utils.logger import log_warning, log_info, log_error
-from embodichain.lab.sim.cfg import MarkerCfg
 
 
 def generate_and_execute_action_list(env, idx, debug_mode):
 
     action_list = env.create_demo_action_list(action_sentence=idx)
 
-    # TODO: To be modified.
-    # if debug_mode:
-    #     env.visual_action(action_list)
-
     if action_list is None or len(action_list) == 0:
         log_warning("Action is invalid. Skip to next generation.")
         return False
 
-    for action in action_list:
+    for action in tqdm.tqdm(
+        action_list, desc=f"Executing action list #{idx}", unit="step"
+    ):
         # Step the environment with the current action
         obs, reward, terminated, truncated, info = env.step(action)
 
-        # TODO: To be modified.
-        # if debug_mode:
-        #     xpos_dict = env.agent.get_debug_xpos_dict()
-
-        #     for key, val in xpos_dict.items():
-        # env.scene.draw_marker(cfg=MarkerCfg(
-        #     marker_type="axis",
-        #     axis_xpos=val,
-        #     axis_size=0.002,
-        #     axis_len=0.005
-        # ))
+        # TODO: May be add some functions for debug_mode
 
-        #     for key, val in xpos_dict.items():
-        #         env.scene.remove_fixed_actor(key)
-
-    # TODO: we may assume in export demonstration rollout, there is no truncation from the env.
+    # TODO: We may assume in export demonstration rollout, there is no truncation from the env.
     # but truncation is useful to improve the generation efficiency.
 
     return True
@@ -75,16 +56,14 @@ def generate_and_execute_action_list(env, idx, debug_mode):
 
 def generate_function(
     env,
-    obj_num,
+    num_traj,
     time_id: int = 0,
-    online_training: bool = False,
     save_path: str = "",
     save_video: bool = False,
     debug_mode: bool = False,
     **kwargs,
 ):
-    """
-    Generate and execute a sequence of actions in the environment.
+    """Generate and execute a sequence of actions in the environment.
 
     This function resets the environment, generates and executes action trajectories,
     collects data, and optionally saves videos of the episodes. It supports both online
@@ -92,68 +71,31 @@ def generate_function(
 
     Args:
         env: The environment instance.
-        obj_num (int): Number of trajectories to generate per episode.
+        num_traj (int): Number of trajectories to generate per episode.
         time_id (int, optional): Identifier for the current time step or episode.
-        online_training (bool, optional): Whether to use online data generation.
         save_path (str, optional): Path to save generated videos.
         save_video (bool, optional): Whether to save episode videos.
         debug_mode (bool, optional): Enable debug mode for visualization and logging.
         **kwargs: Additional keyword arguments for data generation.
 
     Returns:
-        list or bool: Returns a list of data dicts if online_training is True,
-                      otherwise returns True if generation is successful.
+        bool: True if data generation is successful, False otherwise.
     """
 
-    def wait_for_threads(threads):
-        for t in threads:
-            t.join()
-
-    vis_threads = []
     valid = True
     while True:
         _, _ = env.reset()
 
-        ret = []
-        for trajectory_idx in range(obj_num):
+        for trajectory_idx in range(num_traj):
             valid = generate_and_execute_action_list(env, trajectory_idx, debug_mode)
 
             if not valid:
-                log_warning("Invalid action, skipping trajectory.")
                 break
 
             if not debug_mode and env.is_task_success().item():
-                # Create a unique identifier for the dataset entry
-                dataset_id = f"time_{time_id}_trajectory_{trajectory_idx}"
-                if online_training:
-                    dataset_id += "_online_generated"
-                    num_samples = kwargs.get("num_samples", 0)
-                    is_save_dataset = time_id < num_samples
-
-                    data_dict = env.to_dataset(
-                        id=dataset_id if is_save_dataset else None,
-                    )
-
-                    ret.append(data_dict)
-                else:
-                    data_dict = env.to_dataset(
-                        id=dataset_id,
-                    )
-
-                episode = getattr(env, "get_current_episode", lambda: time_id)()
-
-                if save_video:
-                    video_path = os.path.join(save_path, f"episode_{episode}")
-                    if online_training:
-                        vis_thread = Thread(
-                            target=visualize_data_dict,
-                            args=(data_dict["data"], video_path),
-                            daemon=True,
-                        )
-                        vis_thread.start()
-                        vis_threads.append(vis_thread)
-                    else:
-                        visualize_data_dict(data_dict["data"], video_path)
+                pass
+
+                # TODO: Add data saving and online data streaming logic here.
 
             else:
                 log_warning(f"Task fail, Skip to next generation.")
@@ -166,50 +108,23 @@ def wait_for_threads(threads):
             log_warning("Reset valid flag to True.")
             valid = True
 
-    wait_for_threads(vis_threads)
-    return ret if online_training else True
+    return True
 
 
 def main(args, env, gym_config):
-    is_online_training = os.path.exists(args.online_config)
-    if is_online_training:
-
-        log_info("Start online data generation.", color="green")
-        assert os.path.exists(args.online_config), "{} does not exist.".format(
-            args.online_config
-        )
-
-        online_config = load_json(args.online_config)
-        online_callback = OnlineGenerator(**online_config)
 
-        obj_num = 1
-        generator_func = lambda time_id, **kwargs: generate_function(
+    log_info("Start offline data generation.", color="green")
+    # TODO: Support multiple trajectories per episode generation.
+    num_traj = 1
+    for i in range(gym_config["max_episodes"]):
+        generate_function(
             env,
-            obj_num,
-            time_id,
-            online_training=is_online_training,
+            num_traj,
+            i,
             save_path=args.save_path,
             save_video=args.save_video,
-            headless=args.headless,
-            **kwargs,
+            debug_mode=args.debug_mode,
         )
-        online_callback.generator(generator_func, **online_config)
-    else:
-        log_info("Start offline data generation.", color="green")
-        obj_num = 1
-        for i in range(gym_config["max_episodes"]):
-            generate_function(
-                env,
-                obj_num,
-                i,
-                online_training=is_online_training,
-                save_path=args.save_path,
-                save_video=args.save_video,
-                debug_mode=args.debug_mode,
-            )
-
-    if args.headless:
-        env.reset(options={"final": True})
 
 
 if __name__ == "__main__":
@@ -217,8 +132,6 @@ def main(args, env, gym_config):
     torch.set_printoptions(precision=5, sci_mode=False)
 
     parser = argparse.ArgumentParser()
-    # parser.add_argument("--task_type", help="Type of task to perform.")
-    # parser.add_argument("--robot_name", help="Name of the robot.")
     parser.add_argument(
         "--num_envs",
         help="The number of environments to run in parallel.",
@@ -249,15 +162,15 @@ def main(args, env, gym_config):
         default=0,
         type=int,
     )
+    parser.add_argument(
+        "--save_path", help="path", default="./outputs/thirdviewvideo", type=str
+    )
     parser.add_argument(
         "--save_video",
-        help="Whether to save data as video.",
+        help="Whether to save the video of the episode.",
         default=False,
         action="store_true",
     )
-    parser.add_argument(
-        "--save_path", help="path", default="./outputs/thirdviewvideo", type=str
-    )
     parser.add_argument(
         "--debug_mode",
         help="Enable debug mode.",
@@ -270,8 +183,6 @@ def main(args, env, gym_config):
         default=False,
         action="store_true",
     )
-
-    parser.add_argument("--online_config", type=str, help="online_config", default="")
     parser.add_argument("--gym_config", type=str, help="gym_config", default="")
     parser.add_argument("--action_config", type=str, help="action_config", default=None)
 
diff --git a/embodichain/lab/sim/utility/mesh_utils.py b/embodichain/lab/sim/utility/mesh_utils.py
index 4a30bd7c..2fba7e9b 100644
--- a/embodichain/lab/sim/utility/mesh_utils.py
+++ b/embodichain/lab/sim/utility/mesh_utils.py
@@ -1,95 +1,29 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
 import os
 import dexsim.engine
 import numpy as np
 import open3d as o3d
 import trimesh
-from typing import Tuple, List, Dict, Any, Optional, Union
-
 import dexsim
-from embodichain.utils import logger
-from embodichain.data import get_data_path
-
-
-def process_meshes(
-    mesh_config: Union[List[Dict], Dict], processor_config: Dict = None
-) -> List[str]:
-    r"""Process a list of mesh files using the specified processor configuration.
-
-    Args:
-        mesh_config (list): A list of dictionaries containing mesh file paths.
-        processor_config (dict): A dictionary containing the processor configuration.
-
-    Returns:
-        list: A list of processed mesh file paths.
-    """
-    from embodichain.toolkits.processor.function.mesh_processor import (
-        build_mesh_processors,
-    )
-    from embodichain.toolkits.processor.component import TriangleComponent
-    from embodichain.toolkits.processor.entity import MeshEntity
 
-    processors, replace = None, False
-    if processor_config is not None:
-        if "replace" in processor_config:
-            replace = processor_config.pop("replace")
-        processors = build_mesh_processors(processor_config)
-
-    if isinstance(mesh_config, dict):
-        mesh_config_list = list(mesh_config.values())
-    else:
-        mesh_config_list = mesh_config
-    batch_meshes, batch_index = [], []
-    for idx, config in enumerate(mesh_config_list):
-        if "mesh_file" not in config and "mesh_path" not in config:
-            logger.log_error("Config must contain 'mesh_file' and 'mesh_path' keys.")
-        key = "mesh_file" if "mesh_file" in config else "mesh_path"
-        mesh_fpath = config[key]
-        mesh_fpath = get_data_path(mesh_fpath)
-        if not os.path.exists(mesh_fpath):
-            logger.log_error(f"Mesh file not found at path: {mesh_fpath}")
-        config[key] = mesh_fpath
-        save_fpath = (
-            os.path.dirname(config[key])
-            + "/mesh_processed_"
-            + os.path.basename(config[key])
-        )
+from typing import Tuple, List, Dict, Any, Optional, Union
 
-        if processors is None and "mesh_processor" not in config:
-            # No processors specified, so just return
-            continue
-        elif os.path.exists(save_fpath) and not replace:
-            config[key] = save_fpath
-            continue
-        elif "mesh_processor" in config:
-            # Process the mesh file with the specified processor
-            mesh_processor = build_mesh_processors(config["mesh_processor"])
-            tri_component = TriangleComponent.from_fpath(mesh_fpath)
-            mesh_entity = MeshEntity("mesh", tri_component)
-            mesh = mesh_processor.apply([mesh_entity])[0]
-            mesh.save_mesh(save_fpath)
-            # Update the mesh file path in the config
-            config[key] = save_fpath
-        else:
-            tri_component = TriangleComponent.from_fpath(mesh_fpath)
-            mesh_entity = MeshEntity("mesh", tri_component)
-            batch_meshes.append(mesh_entity)
-            batch_index.append(idx)
-
-    # Process the batch of meshes with the default processors
-    if batch_meshes and processors is not None:
-        meshes = processors.apply(batch_meshes)
-        for idx, config in enumerate(mesh_config_list):
-            if idx in batch_index:
-                save_fpath = (
-                    os.path.dirname(config[key])
-                    + "/mesh_processed_"
-                    + os.path.basename(config[key])
-                )
-                meshes[batch_index.index(idx)].save_mesh(save_fpath)
-                config[key] = save_fpath
-    if isinstance(mesh_config, dict):
-        mesh_config = {k: v for k, v in zip(mesh_config.keys(), mesh_config_list)}
-    return mesh_config
+from embodichain.utils import logger
 
 
 def export_articulation_mesh(
diff --git a/tests/datasets/test_online_training.py b/tests/datasets/test_online_training.py
deleted file mode 100644
index aafb9c8a..00000000
--- a/tests/datasets/test_online_training.py
+++ /dev/null
@@ -1,101 +0,0 @@
-# ----------------------------------------------------------------------------
-# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-# ----------------------------------------------------------------------------
-
-import unittest
-import sys
-from pathlib import Path
-
-sys.path.append(str(Path(__file__).parent.parent))
-from common import UnittestMetaclass, OrderedTestLoader
-from embodichain.data.data_engine.online.engine import OnlineEngine
-import numpy as np
-from tqdm import tqdm
-import time
-
-
-class TestDataDictExtractor(unittest.TestCase, metaclass=UnittestMetaclass):
-    datacenter_backup = Path("/tmp/datacenter_test")
-
-    def setUp(self) -> None:
-        pass
-
-    def tearDown(self) -> None:
-        pass
-
-    def test_online_generation(
-        self,
-    ):
-        from embodichain.utils.logger import log_warning
-        from embodichain.data.data_engine.online.online_generator import (
-            OnlineGenerator,
-        )
-
-        log_warning("Start online data generation.")
-
-        online_config = {
-            "episode_limit": 4,
-            "max_sample_num": 100,
-            "port": 5566,
-            "buffer_size": 4,
-            "max_limit_gb": 5,
-        }
-        online_callback = OnlineGenerator(**online_config)
-        generator_func = lambda **kwargs: [{"data": np.random.randn(1000, 1000)}]
-        online_callback.generator(generator_func, loop_times=2)
-        online_callback.empty_memory()
-
-    def test_sample_data(self):
-
-        from embodichain.utils.logger import log_warning
-        import threading
-        from embodichain.data.data_engine.online.online_generator import (
-            OnlineGenerator,
-        )
-
-        log_warning("Start online data generation.")
-
-        online_config = {
-            "episode_limit": 4,
-            "max_sample_num": 100,
-            "port": 7788,
-            "buffer_size": 4,
-            "max_limit_gb": 5,
-        }
-        online_callback = OnlineGenerator(**online_config)
-        data_o = np.random.randn(1000, 1000)
-        generator_func = lambda **kwargs: [{"data": data_o}]
-
-        thread = threading.Thread(
-            target=online_callback.generator,
-            kwargs={"generate_func": generator_func, "loop_times": 2},
-            daemon=True,
-        )
-        thread.start()
-        time.sleep(1.0)
-
-        callback = OnlineEngine(**online_config)
-        callback.start()
-        time.sleep(1.0)
-        for i in tqdm(range(5)):
-            data = callback.sample_data()
-            assert data.sum() == data_o.sum()
-
-
-if __name__ == "__main__":
-    # `unittest.main()` is the standard usage to start testing, here we use a customed
-    # TestLoader to keep executing order of functions the same as their writing order
-
-    unittest.main(testLoader=OrderedTestLoader())

From 91284a2a4e5eb464aa448a82770af2030900d595 Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Mon, 24 Nov 2025 13:56:51 +0000
Subject: [PATCH 07/92] Update default physics mode to manual (#6)

---
 .../overview/sim/planners/motion_generator.md |  1 -
 docs/source/resources/robot/dexforce_w1.md    |  1 -
 .../envs/action_bank/configurable_action.py   | 15 ++--
 embodichain/lab/gym/envs/base_env.py          |  1 -
 embodichain/lab/sim/cfg.py                    |  4 +-
 embodichain/lab/sim/robots/cobotmagic.py      |  1 -
 embodichain/lab/sim/robots/dexforce_w1/cfg.py |  3 +-
 embodichain/lab/sim/sim_manager.py            |  3 +
 embodichain/lab/sim/utility/sim_utils.py      |  4 +-
 examples/sim/demo/grasp_cup_to_caffe.py       |  6 +-
 examples/sim/demo/press_softbody.py           | 80 ++++---------------
 examples/sim/demo/scoop_ice.py                |  2 -
 examples/sim/gizmo/gizmo_object.py            |  3 -
 examples/sim/scene/scene_demo.py              |  1 -
 .../sim/create_rigid_object_group.py          |  3 -
 scripts/tutorials/sim/create_robot.py         |  3 -
 scripts/tutorials/sim/create_scene.py         |  3 -
 scripts/tutorials/sim/create_sensor.py        |  3 -
 scripts/tutorials/sim/create_softbody.py      |  3 -
 tests/sim/objects/test_articulation.py        |  1 -
 tests/sim/objects/test_light.py               |  2 +-
 tests/sim/objects/test_rigid_object.py        |  1 -
 tests/sim/objects/test_rigid_object_group.py  |  1 -
 tests/sim/objects/test_robot.py               |  1 -
 tests/sim/objects/test_soft_object.py         |  1 -
 tests/sim/solvers/test_differential_solver.py |  1 -
 tests/sim/solvers/test_pytorch_solver.py      |  1 -
 tests/sim/solvers/test_srs_solver.py          |  2 +-
 tests/sim/test_sim_manager.py                 | 63 ---------------
 29 files changed, 38 insertions(+), 176 deletions(-)
 delete mode 100644 tests/sim/test_sim_manager.py

diff --git a/docs/source/overview/sim/planners/motion_generator.md b/docs/source/overview/sim/planners/motion_generator.md
index 5aa75a0b..05a41140 100644
--- a/docs/source/overview/sim/planners/motion_generator.md
+++ b/docs/source/overview/sim/planners/motion_generator.md
@@ -37,7 +37,6 @@ sim_cfg = SimulationManagerCfg(
 )
 
 sim = SimulationManager(sim_cfg)
-sim.set_manual_update(True)
 
 # Get UR10 URDF path
 urdf_path = get_data_path("UniversalRobots/UR10/UR10.urdf")
diff --git a/docs/source/resources/robot/dexforce_w1.md b/docs/source/resources/robot/dexforce_w1.md
index 69c4860e..e64e3624 100644
--- a/docs/source/resources/robot/dexforce_w1.md
+++ b/docs/source/resources/robot/dexforce_w1.md
@@ -22,7 +22,6 @@ from embodichain.lab.sim.robots.dexforce_w1.utils import build_dexforce_w1_cfg
 config = SimulationManagerCfg(headless=False, sim_device="cpu")
 sim = SimulationManager(config)
 sim.build_multiple_arenas(4)
-sim.set_manual_update(True)
 
 hand_types = {
     DexforceW1ArmSide.LEFT: DexforceW1HandBrand.BRAINCO_HAND,
diff --git a/embodichain/lab/gym/envs/action_bank/configurable_action.py b/embodichain/lab/gym/envs/action_bank/configurable_action.py
index bdffc543..20f16d1f 100644
--- a/embodichain/lab/gym/envs/action_bank/configurable_action.py
+++ b/embodichain/lab/gym/envs/action_bank/configurable_action.py
@@ -1022,11 +1022,16 @@ def generate_trajectory_qpos(
     current_qpos = torch.as_tensor(trajectory[trajectory_id])[trajectory_index][
         None, gather_index
     ]  # TODO: only for 1 env
-    affordance_xpos = env.robot.compute_fk(
-        torch.as_tensor(current_qpos),
-        get_control_part(env, agent_uid),
-        to_matrix=True,
-    )
+    control_part = get_control_part(env, agent_uid)
+    try:
+        affordance_xpos = env.robot.compute_fk(
+            torch.as_tensor(current_qpos),
+            control_part,
+            to_matrix=True,
+        )
+    except RuntimeError as e:
+        log_warning(f"control part {control_part} has no solver.")
+        affordance_xpos = torch.zeros((1, 4, 4), device=current_qpos.device)
     if slaver != "":
         assert canonical_trajectory is not None
         assert canonical_trajectory_index is not None
diff --git a/embodichain/lab/gym/envs/base_env.py b/embodichain/lab/gym/envs/base_env.py
index 123c2c04..8ee19b6f 100644
--- a/embodichain/lab/gym/envs/base_env.py
+++ b/embodichain/lab/gym/envs/base_env.py
@@ -204,7 +204,6 @@ def _setup_scene(self, **kwargs):
         self.sim_cfg.headless = True
         self.sim = SimulationManager(self.sim_cfg)
         self.sim_cfg.headless = headless
-        self.sim.set_manual_update(True)
 
         logger.log_info(
             f"Initializing {self.num_envs} environments on {self.sim_cfg.sim_device}."
diff --git a/embodichain/lab/sim/cfg.py b/embodichain/lab/sim/cfg.py
index 396c71f3..d6825853 100644
--- a/embodichain/lab/sim/cfg.py
+++ b/embodichain/lab/sim/cfg.py
@@ -340,7 +340,7 @@ class JointDrivePropertiesCfg:
     If the drive type is "acceleration", then the joint is driven by an acceleration and the force is computed based on the acceleration applied.
     """
 
-    stiffness: Union[Dict[str, float], float] = 1e3
+    stiffness: Union[Dict[str, float], float] = 1e4
     """Stiffness of the joint drive.
 
     The unit depends on the joint model:
@@ -349,7 +349,7 @@ class JointDrivePropertiesCfg:
     * For angular joints, the unit is kg-m^2/s^2/rad (N-m/rad).
     """
 
-    damping: Union[Dict[str, float], float] = 1e2
+    damping: Union[Dict[str, float], float] = 1e3
     """Damping of the joint drive.
 
     The unit depends on the joint model:
diff --git a/embodichain/lab/sim/robots/cobotmagic.py b/embodichain/lab/sim/robots/cobotmagic.py
index 93308f46..70859f90 100644
--- a/embodichain/lab/sim/robots/cobotmagic.py
+++ b/embodichain/lab/sim/robots/cobotmagic.py
@@ -210,7 +210,6 @@ def build_pk_serial_chain(
     config = SimulationManagerCfg(headless=False, sim_device="cuda")
     sim = SimulationManager(config)
     sim.build_multiple_arenas(2)
-    sim.set_manual_update(True)
 
     config = {
         "init_pos": [0.0, 0.0, 1.0],
diff --git a/embodichain/lab/sim/robots/dexforce_w1/cfg.py b/embodichain/lab/sim/robots/dexforce_w1/cfg.py
index c049a071..5ae4da8f 100644
--- a/embodichain/lab/sim/robots/dexforce_w1/cfg.py
+++ b/embodichain/lab/sim/robots/dexforce_w1/cfg.py
@@ -192,7 +192,7 @@ def _build_default_physics_cfgs() -> typing.Dict[str, any]:
                     "(ANKLE|KNEE|BUTTOCK|WAIST)": 1e7,
                 },
                 damping={
-                    "(RIGHT|LEFT)_J[0-2]": 1e3,
+                    "(RIGHT|LEFT)_J[0-9]": 1e3,
                     "(RIGHT|LEFT)_[A-Z|_]+": 1e1,
                     "(ANKLE|KNEE|BUTTOCK|WAIST)": 1e4,
                 },
@@ -322,7 +322,6 @@ def build_pk_serial_chain(
     config = SimulationManagerCfg(headless=True, sim_device="cpu")
     sim = SimulationManager(config)
     sim.build_multiple_arenas(1)
-    sim.set_manual_update(True)
 
     cfg = DexforceW1Cfg.from_dict(
         {
diff --git a/embodichain/lab/sim/sim_manager.py b/embodichain/lab/sim/sim_manager.py
index 7d2e216e..3114ec30 100644
--- a/embodichain/lab/sim/sim_manager.py
+++ b/embodichain/lab/sim/sim_manager.py
@@ -252,6 +252,9 @@ def __init__(
         self._create_default_plane()
         self.set_default_background()
 
+        # Set physics to manual update mode by default.
+        self.set_manual_update(True)
+
     def _convert_sim_config(
         self, sim_config: SimulationManagerCfg
     ) -> dexsim.WorldConfig:
diff --git a/embodichain/lab/sim/utility/sim_utils.py b/embodichain/lab/sim/utility/sim_utils.py
index adcc53e4..256fa299 100644
--- a/embodichain/lab/sim/utility/sim_utils.py
+++ b/embodichain/lab/sim/utility/sim_utils.py
@@ -95,8 +95,8 @@ def get_drive_type(drive_pros):
 
     if drive_type == "force":
         drive_type = DriveType.FORCE
-    elif drive_type == "target":
-        drive_type == DriveType.FORCE
+    elif drive_type == "acceleration":
+        drive_type = DriveType.ACCELERATION
     else:
         logger.log_error(f"Unknow drive type {drive_type}")
 
diff --git a/examples/sim/demo/grasp_cup_to_caffe.py b/examples/sim/demo/grasp_cup_to_caffe.py
index c1073c3f..77f31fb9 100644
--- a/examples/sim/demo/grasp_cup_to_caffe.py
+++ b/examples/sim/demo/grasp_cup_to_caffe.py
@@ -15,8 +15,8 @@
 # ----------------------------------------------------------------------------
 
 """
-This script demonstrates the creation and simulation of a robot with dexterous hands,
-and performs a scoop ice task in a simulated environment.
+This script demonstrates the creation and simulation of dexforce w1 robot,
+and performs a grasp cup to coffee machine task in a simulated environment.
 """
 
 import argparse
@@ -87,8 +87,6 @@ def initialize_simulation(args) -> SimulationManager:
     sim = SimulationManager(config)
 
     sim.build_multiple_arenas(args.num_envs, space=2.5)
-    # Set manual physics update for precise control
-    sim.set_manual_update(True)
 
     if args.enable_rt:
         light = sim.add_light(
diff --git a/examples/sim/demo/press_softbody.py b/examples/sim/demo/press_softbody.py
index 2d353aad..79c33133 100644
--- a/examples/sim/demo/press_softbody.py
+++ b/examples/sim/demo/press_softbody.py
@@ -15,49 +15,32 @@
 # ----------------------------------------------------------------------------
 
 """
-This script demonstrates the creation and simulation of a robot with dexterous hands,
-and performs a scoop ice task in a simulated environment.
+This script demonstrates the creation and simulation of a robot with a soft object,
+and performs a pressing task in a simulated environment.
 """
 
 import argparse
 import numpy as np
 import time
 import torch
-from tqdm import tqdm
-from scipy.spatial.transform import Rotation as R
+
+from dexsim.utility.path import get_resources_data_path
 
 from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
-from embodichain.lab.sim.objects import Robot, RigidObject, RigidObjectGroup
-from embodichain.lab.sim.cfg import (
-    JointDrivePropertiesCfg,
-    RobotCfg,
-    URDFCfg,
-    RigidObjectCfg,
-    RigidBodyAttributesCfg,
-    ArticulationCfg,
-    RigidObjectGroupCfg,
-    LightCfg,
-)
-from embodichain.lab.sim.material import VisualMaterialCfg
+from embodichain.lab.sim.objects import Robot, SoftObject
 from embodichain.lab.sim.utility.action_utils import interpolate_with_distance_warp
-from embodichain.lab.sim.shapes import MeshCfg, CubeCfg
+from embodichain.lab.sim.shapes import MeshCfg
 from embodichain.lab.sim.solvers import PytorchSolverCfg
 from embodichain.data import get_data_path
 from embodichain.utils import logger
-from dexsim.utility.path import get_resources_data_path
-from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
 from embodichain.lab.sim.cfg import (
-    RigidBodyAttributesCfg,
+    RobotCfg,
+    LightCfg,
+    SoftObjectCfg,
     SoftbodyVoxelAttributesCfg,
     SoftbodyPhysicalAttributesCfg,
 )
-from embodichain.lab.sim.shapes import CubeCfg, MeshCfg
-from embodichain.lab.sim.objects import (
-    RigidObject,
-    RigidObjectCfg,
-    SoftObject,
-    SoftObjectCfg,
-)
+from embodichain.lab.sim.shapes import MeshCfg
 
 
 def parse_arguments():
@@ -98,8 +81,6 @@ def initialize_simulation(args):
         cfg=LightCfg(uid="main_light", intensity=50.0, init_pos=(0, 0, 2.0))
     )
 
-    # Set manual physics update for precise control
-    sim.set_manual_update(True)
     return sim
 
 
@@ -115,44 +96,16 @@ def create_robot(sim: SimulationManager):
     """
     # Retrieve URDF paths for the robot arm and hand
     ur10_urdf_path = get_data_path("UniversalRobots/UR10/UR10.urdf")
-    hand_urdf_path = get_data_path(
-        "BrainCoHandRevo1/BrainCoLeftHand/BrainCoLeftHand.urdf"
-    )
-
-    # Define transformation for attaching the hand to the arm
-    hand_attach_xpos = np.eye(4)
-    hand_attach_xpos[:3, :3] = R.from_rotvec([90, 0, 0], degrees=True).as_matrix()
 
     # Configure the robot with its components and control properties
     cfg = RobotCfg(
-        uid="ur10_with_brainco",
-        urdf_cfg=URDFCfg(
-            components=[
-                {"component_type": "arm", "urdf_path": ur10_urdf_path},
-            ]
-        ),
-        control_parts={
-            "arm": ["Joint[0-9]"],
-        },
-        drive_pros=JointDrivePropertiesCfg(
-            stiffness={
-                "Joint[0-9]": 1e4,
-            },
-            damping={
-                "Joint[0-9]": 1e3,
-            },
-            max_effort={
-                "Joint[0-9]": 1e5,
-            },
-            drive_type="force",
+        uid="UR10",
+        fpath=ur10_urdf_path,
+        solver_cfg=PytorchSolverCfg(
+            end_link_name="ee_link",
+            root_link_name="base_link",
+            tcp=np.eye(4),
         ),
-        solver_cfg={
-            "arm": PytorchSolverCfg(
-                end_link_name="ee_link",
-                root_link_name="base_link",
-                tcp=np.eye(4),
-            )
-        },
         init_qpos=[
             0.0,
             -np.pi / 2,
@@ -190,7 +143,6 @@ def create_soft_cow(sim: SimulationManager) -> SoftObject:
                 poissons=0.45,
                 density=100,
                 dynamic_friction=0.1,
-                min_position_iters=30,
             ),
         ),
     )
diff --git a/examples/sim/demo/scoop_ice.py b/examples/sim/demo/scoop_ice.py
index 941f6d6d..1baee81c 100644
--- a/examples/sim/demo/scoop_ice.py
+++ b/examples/sim/demo/scoop_ice.py
@@ -68,8 +68,6 @@ def initialize_simulation():
         cfg=LightCfg(uid="main_light", intensity=50.0, init_pos=(0, 0, 2.0))
     )
 
-    # Set manual physics update for precise control
-    sim.set_manual_update(True)
     return sim
 
 
diff --git a/examples/sim/gizmo/gizmo_object.py b/examples/sim/gizmo/gizmo_object.py
index 31967277..6b664eff 100644
--- a/examples/sim/gizmo/gizmo_object.py
+++ b/examples/sim/gizmo/gizmo_object.py
@@ -70,9 +70,6 @@ def main():
     # Create the simulation instance
     sim = SimulationManager(sim_cfg)
 
-    # Enable manual physics update for precise control
-    sim.set_manual_update(True)
-
     # Build multiple arenas if requested
     if args.num_envs > 1:
         sim.build_multiple_arenas(args.num_envs, space=3.0)
diff --git a/examples/sim/scene/scene_demo.py b/examples/sim/scene/scene_demo.py
index 6efa3b13..20ff70aa 100644
--- a/examples/sim/scene/scene_demo.py
+++ b/examples/sim/scene/scene_demo.py
@@ -124,7 +124,6 @@ def main():
         enable_rt=not args.disable_rt,
     )
     sim = SimulationManager(sim_cfg)
-    sim.set_manual_update(True)
 
     if args.num_envs > 1:
         sim.build_multiple_arenas(args.num_envs, space=10.0)
diff --git a/scripts/tutorials/sim/create_rigid_object_group.py b/scripts/tutorials/sim/create_rigid_object_group.py
index f8ae262f..223c72d4 100644
--- a/scripts/tutorials/sim/create_rigid_object_group.py
+++ b/scripts/tutorials/sim/create_rigid_object_group.py
@@ -71,9 +71,6 @@ def main():
     # Create the simulation instance
     sim = SimulationManager(sim_cfg)
 
-    # Enable manual physics update for precise control
-    sim.set_manual_update(True)
-
     # Build multiple arenas if requested
     if args.num_envs > 1:
         sim.build_multiple_arenas(args.num_envs, space=3.0)
diff --git a/scripts/tutorials/sim/create_robot.py b/scripts/tutorials/sim/create_robot.py
index 6a504f70..1c8012bb 100644
--- a/scripts/tutorials/sim/create_robot.py
+++ b/scripts/tutorials/sim/create_robot.py
@@ -76,9 +76,6 @@ def main():
     if args.num_envs > 1:
         sim.build_multiple_arenas(args.num_envs)
 
-    # Set manual physics update for precise control
-    sim.set_manual_update(True)
-
     # Create robot configuration
     robot = create_robot(sim)
 
diff --git a/scripts/tutorials/sim/create_scene.py b/scripts/tutorials/sim/create_scene.py
index 3f1082e6..823586ad 100644
--- a/scripts/tutorials/sim/create_scene.py
+++ b/scripts/tutorials/sim/create_scene.py
@@ -68,9 +68,6 @@ def main():
     # Create the simulation instance
     sim = SimulationManager(sim_cfg)
 
-    # Enable manual physics update for precise control
-    sim.set_manual_update(True)
-
     # Build multiple arenas if requested
     if args.num_envs > 1:
         sim.build_multiple_arenas(args.num_envs, space=3.0)
diff --git a/scripts/tutorials/sim/create_sensor.py b/scripts/tutorials/sim/create_sensor.py
index 380852a5..d35e2cd7 100644
--- a/scripts/tutorials/sim/create_sensor.py
+++ b/scripts/tutorials/sim/create_sensor.py
@@ -110,9 +110,6 @@ def main():
     if args.num_envs > 1:
         sim.build_multiple_arenas(args.num_envs)
 
-    # Set manual physics update for precise control
-    sim.set_manual_update(True)
-
     # Create robot configuration
     robot = create_robot(sim)
 
diff --git a/scripts/tutorials/sim/create_softbody.py b/scripts/tutorials/sim/create_softbody.py
index af6b5cc8..55a368dd 100644
--- a/scripts/tutorials/sim/create_softbody.py
+++ b/scripts/tutorials/sim/create_softbody.py
@@ -71,9 +71,6 @@ def main():
     # Create the simulation instance
     sim = SimulationManager(sim_cfg)
 
-    # Enable manual physics update for precise control
-    sim.set_manual_update(True)
-
     # Build multiple arenas if requested
     if args.num_envs > 1:
         sim.build_multiple_arenas(args.num_envs, space=3.0)
diff --git a/tests/sim/objects/test_articulation.py b/tests/sim/objects/test_articulation.py
index d233f8f9..f159f2c3 100644
--- a/tests/sim/objects/test_articulation.py
+++ b/tests/sim/objects/test_articulation.py
@@ -40,7 +40,6 @@ def setup_simulation(self, sim_device):
         config = SimulationManagerCfg(headless=True, sim_device=sim_device)
         self.sim = SimulationManager(config)
         self.sim.build_multiple_arenas(NUM_ARENAS)
-        self.sim.set_manual_update(True)
 
         art_path = get_data_path(ART_PATH)
         assert os.path.isfile(art_path)
diff --git a/tests/sim/objects/test_light.py b/tests/sim/objects/test_light.py
index 8f61fce3..fe6ef551 100644
--- a/tests/sim/objects/test_light.py
+++ b/tests/sim/objects/test_light.py
@@ -26,7 +26,7 @@ def setup_method(self):
         config = SimulationManagerCfg(headless=True, sim_device="cpu")
         self.sim = SimulationManager(config)
         self.sim.build_multiple_arenas(10)
-        # sim.set_manual_update(True)
+
         # Create batch of lights
         cfg_dict = {
             "light_type": "point",
diff --git a/tests/sim/objects/test_rigid_object.py b/tests/sim/objects/test_rigid_object.py
index f57f8a91..56cbe7ad 100644
--- a/tests/sim/objects/test_rigid_object.py
+++ b/tests/sim/objects/test_rigid_object.py
@@ -43,7 +43,6 @@ def setup_simulation(self, sim_device):
         config = SimulationManagerCfg(headless=True, sim_device=sim_device)
         self.sim = SimulationManager(config)
         self.sim.build_multiple_arenas(NUM_ARENAS)
-        self.sim.set_manual_update(True)
 
         duck_path = get_data_path(DUCK_PATH)
         assert os.path.isfile(duck_path)
diff --git a/tests/sim/objects/test_rigid_object_group.py b/tests/sim/objects/test_rigid_object_group.py
index 7ca12fb3..8acff650 100644
--- a/tests/sim/objects/test_rigid_object_group.py
+++ b/tests/sim/objects/test_rigid_object_group.py
@@ -38,7 +38,6 @@ def setup_simulation(self, sim_device):
         config = SimulationManagerCfg(headless=True, sim_device=sim_device)
         self.sim = SimulationManager(config)
         self.sim.build_multiple_arenas(NUM_ARENAS)
-        self.sim.set_manual_update(True)
 
         duck_path = get_data_path(DUCK_PATH)
         assert os.path.isfile(duck_path)
diff --git a/tests/sim/objects/test_robot.py b/tests/sim/objects/test_robot.py
index 78a5ac3a..0177543f 100644
--- a/tests/sim/objects/test_robot.py
+++ b/tests/sim/objects/test_robot.py
@@ -54,7 +54,6 @@ def setup_simulation(self, sim_device):
         config = SimulationManagerCfg(headless=True, sim_device=sim_device)
         self.sim = SimulationManager(config)
         self.sim.build_multiple_arenas(10)  # NUM_ARENAS = 10
-        self.sim.set_manual_update(True)
 
         cfg = DexforceW1Cfg.from_dict(
             {
diff --git a/tests/sim/objects/test_soft_object.py b/tests/sim/objects/test_soft_object.py
index 9cbc31af..88ea2d25 100644
--- a/tests/sim/objects/test_soft_object.py
+++ b/tests/sim/objects/test_soft_object.py
@@ -48,7 +48,6 @@ def setup_simulation(self):
         assert os.path.isfile(COW_PATH)
 
         # Enable manual physics update for precise control
-        self.sim.set_manual_update(True)
         self.n_envs = 4
         # Build multiple arenas if requested
         self.sim.build_multiple_arenas(self.n_envs, space=3.0)
diff --git a/tests/sim/solvers/test_differential_solver.py b/tests/sim/solvers/test_differential_solver.py
index c9adc24e..4103f109 100644
--- a/tests/sim/solvers/test_differential_solver.py
+++ b/tests/sim/solvers/test_differential_solver.py
@@ -34,7 +34,6 @@ def setup_simulation(self, solver_type: str):
         config = SimulationManagerCfg(headless=True, sim_device="cpu")
         self.sim = SimulationManager(config)
         self.sim.build_multiple_arenas(1)
-        self.sim.set_manual_update(True)
 
         # Load robot URDF file
         urdf = get_data_path("DexforceW1V021/DexforceW1_v02_1.urdf")
diff --git a/tests/sim/solvers/test_pytorch_solver.py b/tests/sim/solvers/test_pytorch_solver.py
index 75129f10..630a787c 100644
--- a/tests/sim/solvers/test_pytorch_solver.py
+++ b/tests/sim/solvers/test_pytorch_solver.py
@@ -34,7 +34,6 @@ def setup_simulation(self, solver_type: str):
         config = SimulationManagerCfg(headless=True, sim_device="cpu")
         self.sim = SimulationManager(config)
         self.sim.build_multiple_arenas(1)
-        self.sim.set_manual_update(True)
 
         # Load robot URDF file
         urdf = get_data_path("DexforceW1V021/DexforceW1_v02_1.urdf")
diff --git a/tests/sim/solvers/test_srs_solver.py b/tests/sim/solvers/test_srs_solver.py
index 13860485..4d2a356a 100644
--- a/tests/sim/solvers/test_srs_solver.py
+++ b/tests/sim/solvers/test_srs_solver.py
@@ -133,7 +133,6 @@ def setup_simulation(self, solver_type: str, device: str = "cpu"):
         config = SimulationManagerCfg(headless=True, sim_device=device)
         self.sim = SimulationManager(config)
         self.sim.build_multiple_arenas(1)
-        self.sim.set_manual_update(True)
 
         # Load robot URDF file
         urdf = get_data_path("DexforceW1V021/DexforceW1_v02_1.urdf")
@@ -296,6 +295,7 @@ def setup_method(self):
         self.setup_simulation(solver_type="SRSSolver", device="cpu")
 
 
+@pytest.mark.skip(reason="Skipping CUDA tests temporarily")
 class TestSRSCUDARobotSolver(BaseRobotSolverTest):
     def setup_method(self):
         self.setup_simulation(solver_type="SRSSolver", device="cuda")
diff --git a/tests/sim/test_sim_manager.py b/tests/sim/test_sim_manager.py
deleted file mode 100644
index 72b2a254..00000000
--- a/tests/sim/test_sim_manager.py
+++ /dev/null
@@ -1,63 +0,0 @@
-# ----------------------------------------------------------------------------
-# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-# ----------------------------------------------------------------------------
-
-import os
-import dexsim.environment
-import numpy as np
-import dexsim
-from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
-from dexsim.utility.path import get_resources_data_path
-
-
-def test_sim_init():
-    config = SimulationManagerCfg()
-    config.headless = True
-
-    sim = SimulationManager(config)
-    sim.get_env().clean()
-
-    assert isinstance(sim.get_env(), dexsim.environment.Env)
-    assert isinstance(sim.get_world(), dexsim.World)
-
-    # test add_sensor
-    intrinsic = np.array([[600, 0, 320], [0, 600, 240], [0, 0, 1]])
-    cam1 = sim.add_sensor(
-        "MonocularCam", sensor_uid="cam1", resolution=(640, 480), intrinsic=intrinsic
-    )
-    assert sim.get_sensor("cam1") == cam1
-    assert len(sim.get_sensor_uid_list()) == 1
-    assert sim.get_sensor_uid_list()[0] == "cam1"
-
-    # TODO: test add_robot
-
-    # test_add_fixed_actor.
-    model_path = get_resources_data_path("Model", "lego", "lego.ply")
-
-    actor = sim.add_fixed_actor(fpath=model_path, init_pose=np.eye(4))
-    assert sim.get_fixed_actor_uid_list() == ["lego.ply"]
-    assert sim.get_fixed_actor("lego.ply") == actor
-
-    sim.remove_fixed_actor("lego.ply")
-    assert sim.get_fixed_actor_uid_list() == []
-
-    # test add_dynamic_actor
-    actor = sim.add_dynamic_actor(fpath=model_path, init_pose=np.eye(4))
-    assert sim.get_dynamic_actor_uid_list() == ["lego.ply"]
-    assert sim.get_dynamic_actor("lego.ply") == actor
-
-
-if __name__ == "__main__":
-    test_sim_init()

From 75b8546b7e3a2baf2f87130bcd3ef19e91ca553b Mon Sep 17 00:00:00 2001
From: ZhaoRunyi <160689220+ZhaoRunyi@users.noreply.github.com>
Date: Tue, 25 Nov 2025 17:12:38 +0800
Subject: [PATCH 08/92] Simple Modification t o the documentation (#7)

---
 docs/requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/requirements.txt b/docs/requirements.txt
index f2d11c7d..0c42b189 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -7,4 +7,4 @@ myst-parser
 sphinx-autosummary-accessors
 sphinxcontrib-bibtex
 sphinx-design
-sphinx_autodoc_typehints
+sphinx_autodoc_typehints
\ No newline at end of file

From bd87a430c9cddae5121c0d1350f9069657a95e93 Mon Sep 17 00:00:00 2001
From: Sheng Xu <111360578+Jasonxu1225@users.noreply.github.com>
Date: Tue, 25 Nov 2025 17:37:21 +0800
Subject: [PATCH 09/92] Minor modification on docs (#8)

---
 LICENSE   | 2 +-
 README.md | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/LICENSE b/LICENSE
index 261eeb9e..b8d50b19 100644
--- a/LICENSE
+++ b/LICENSE
@@ -186,7 +186,7 @@
       same "printed page" as the copyright notice for easier
       identification within third-party archives.
 
-   Copyright [yyyy] [name of copyright owner]
+   Copyright [2025] [DexForce Technology]
 
    Licensed under the Apache License, Version 2.0 (the "License");
    you may not use this file except in compliance with the License.
diff --git a/README.md b/README.md
index cf83ecbe..cf45e5f2 100644
--- a/README.md
+++ b/README.md
@@ -37,7 +37,7 @@ If you use EmbodiChain in your research, please cite our work:
 ```bibtex
 @misc{EmbodiChain,
   author = {EmbodiChain Developers},
-  title = {EmbodiChain: An end-to-end, GPU-accelerated, and modular platform for building generalized Embodied Intelligence.},
+  title = {EmbodiChain: An end-to-end, GPU-accelerated, and modular platform for building generalized Embodied Intelligence},
   month = {November},
   year = {2025},
   url = {https://github.com/DexForce/EmbodiChain}

From f542f69be9f5f706689832e68956768a5a64e9f3 Mon Sep 17 00:00:00 2001
From: yhnsu <haonan.yuan86@gmail.com>
Date: Wed, 26 Nov 2025 14:37:06 +0800
Subject: [PATCH 10/92] fix gizmo solver size mismatch (#9)

Co-authored-by: yuanhaonan <yuanhaonan@dexforce.top>
---
 embodichain/lab/sim/objects/gizmo.py | 22 +++++++++++++---------
 embodichain/lab/sim/sim_manager.py   |  2 --
 2 files changed, 13 insertions(+), 11 deletions(-)

diff --git a/embodichain/lab/sim/objects/gizmo.py b/embodichain/lab/sim/objects/gizmo.py
index 137fe20d..1bf720ae 100644
--- a/embodichain/lab/sim/objects/gizmo.py
+++ b/embodichain/lab/sim/objects/gizmo.py
@@ -245,17 +245,19 @@ def _proxy_gizmo_callback(self, node, translation, rotation, flag):
         target_transform[:3, :3] = torch.tensor(
             R.from_euler("xyz", proxy_rot).as_matrix(), dtype=torch.float32
         )
+        # Ensure _pending_target_transform is (1, 4, 4)
+        if isinstance(target_transform, torch.Tensor) and target_transform.shape == (
+            4,
+            4,
+        ):
+            target_transform = target_transform.unsqueeze(0)
         self._pending_target_transform = target_transform
 
     def _update_camera_pose(self, target_transform: torch.Tensor):
         """Update camera pose to match target transform"""
         try:
             # Set camera pose using set_local_pose method
-            # target_transform shape: (4, 4), but set_local_pose expects (N, 4, 4)
-            target_transform_batch = target_transform.unsqueeze(
-                0
-            )  # Add batch dimension
-            self.target.set_local_pose(target_transform_batch)
+            self.target.set_local_pose(target_transform)
             return True
         except Exception as e:
             logger.log_error(f"Error updating camera pose: {e}")
@@ -301,7 +303,8 @@ def _update_robot_ik(self, target_transform: torch.Tensor):
                 return False
 
             # Get current joint positions as seed using proprioception
-            current_qpos_full = self.target.get_qpos()
+            proprioception = self.target.get_proprioception()
+            current_qpos_full = proprioception["qpos"]  # Full joint positions
 
             # Get joint IDs for this arm
             current_joint_ids = self.target.get_joint_ids(self._robot_arm_name)
@@ -326,10 +329,11 @@ def _update_robot_ik(self, target_transform: torch.Tensor):
 
             if ik_success:
                 # Ensure correct dimensions for setting qpos
+                # new_qpos from IK solver may be (1, N, dof) or (N, dof), flatten to (dof,) for single env
+                if new_qpos.dim() > 1:
+                    new_qpos = new_qpos.squeeze()  # Remove all singleton dimensions
                 if new_qpos.dim() == 1:
-                    new_qpos = new_qpos.unsqueeze(0)
-                elif new_qpos.dim() == 3:
-                    new_qpos = new_qpos[:, 0, :]
+                    new_qpos = new_qpos.unsqueeze(0)  # Make it (1, dof) for set_qpos
 
                 # Update robot joint positions
                 self.target.set_qpos(qpos=new_qpos, joint_ids=current_joint_ids)
diff --git a/embodichain/lab/sim/sim_manager.py b/embodichain/lab/sim/sim_manager.py
index 3114ec30..39c5c9e0 100644
--- a/embodichain/lab/sim/sim_manager.py
+++ b/embodichain/lab/sim/sim_manager.py
@@ -1052,8 +1052,6 @@ def enable_gizmo(
                     else None
                 )
                 self._gizmo_controller = GizmoController(windows)
-                print("GizmoController attributes and methods:")
-                print(dir(self._gizmo_controller))
 
         except Exception as e:
             logger.log_error(

From 698121bc2dba2e8cac71b71f250827ebe170b5be Mon Sep 17 00:00:00 2001
From: Jietao Chen <61959467+chase6305@users.noreply.github.com>
Date: Wed, 26 Nov 2025 15:10:50 +0800
Subject: [PATCH 11/92] Add usage documentation for DexforceW1 and CobotMagic,
 and optimize DexforceW1 config construction (#10)

Co-authored-by: Jietao Chen <chenjietao@dexforce.com>
---
 docs/source/_static/robots/cobotmagic.jpg     | Bin 0 -> 572902 bytes
 .../robots/dexforcew1_anthropomorphic.jpg     | Bin 0 -> 604579 bytes
 .../_static/robots/dexforcew1_industrial.jpg  | Bin 0 -> 604678 bytes
 docs/source/resources/robot/cobotmagic.md     |  19 +++--
 docs/source/resources/robot/dexforce_w1.md    |  76 +++++++++++++++--
 embodichain/lab/sim/robots/dexforce_w1/cfg.py |  78 ++++++++++++------
 6 files changed, 138 insertions(+), 35 deletions(-)
 create mode 100644 docs/source/_static/robots/cobotmagic.jpg
 create mode 100644 docs/source/_static/robots/dexforcew1_anthropomorphic.jpg
 create mode 100644 docs/source/_static/robots/dexforcew1_industrial.jpg

diff --git a/docs/source/_static/robots/cobotmagic.jpg b/docs/source/_static/robots/cobotmagic.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0f4891ff71e5d12f9c03e36f381a57fa16825c73
GIT binary patch
literal 572902
zcmeFaby$>J`!;+7Ly6RYpfpHJinK7Kl!%1VjesJZf-p#jgtP+EV$moi45bLtAT24~
zN)9l5_keqEVL#9B`;O!N-uI995D$i%iFL1att-y+ycT;O4jhgHB+A#6t^pVr0DuAh
z0}dxK29#uFjc;nGT~oR)fBeE{0Q`dR0f4QYi<5?e41<oY9s}<9@h8x)nVLI0pnv|C
zFL2zgKJ@4S(8K*--t#{_jc;+s*&KYs8u-oZ1l}B+EID{hZgqUkj=nZKzP^gSc6V`b
z0pD{IeeI;BAq!qxfY<C+zg?UCc5Uw9gns{H@I6;;@4KS!h5ka%`0O3KTbkfcJn)+a
za0WC01waP9e(-nj%RUnTL^c5cEBc@3%$@>3Ss(zMANuDx=5zoc4gi4n9sfM{k4+p*
zolK90gMg2imX-kUBNqS&bpe2^69CTWAH4=X{Fk{gfG^R2^Rfs3SpoNfI{*Wq1lR%Q
z01tR|8Q=r>0inZTKo;E2|FtjlApdJ4fS*3B1xWF*#c{i_Fqi;LQVc9ojKfBN9$Yyl
zCKmYmU#kVMFfbw5IJkKD1ZTiEc#;6%?+{E}Y-|WNE)E3X#lR#5upo@sP=0B3Qyg3}
z$45`rm@<m$y70&^PpspgyC`!(Lno>43<VXlfLS6Xi=ehsDccoUO;^7dAz?WMEpr$5
z%xkyrSUCp-1t%1rXO)l3eo^vXMD&)0rH6lDY<yN(eYavx19)%R-xmFAdKj2k5Nv#0
zJRI<4Yf^A(SP)zYHWncv1P_8ihyjpdGNPxoh6RCw^UA;mr-ehtG_ihJD;Agh9OZc#
zja#m9@!dTFR|JL3oSa=sO5gSN;a#*SreJ1~lfUEll~wkdWnfIE=56zUgshx;|HhAp
zL%>-q4A5j)qyP-)LN&n$b_JG~HA7tI`(H3dZD=pmb*?;Vn>(Pp;M-<I+MQonc`K0h
zc@|~un!&yM@dX%jL^u^2J8)&Bc3_JUN9d$VqZmt<*ghL|{rU&@EaU!dS;U>$rRg~#
z4C$`7)JxJ^rj2X+VmD*ew0rV%Jt_O(iZkg@nIfVj*Z4q}vYhhLS#{6H+SG4f-n4jq
z7hmx_ycm%oLN5ikJOl=!u;(^u!l-Dpmj=HYtG&+dVbqvzoyXNnrOa4_<;1rr&s=BC
zBAZvc&Yz;3XDTglZ(+7gu0m1o&c!kHLqKhwGTSg`s5&Q4f#O|m*8-ATGEw2py&(xM
z2kQ+zk&ApX*ZI!N>FM~A-o5e!i!>w}FF+RW5UASd=#d;*Mve4uJX3}1ci!_Pv{6g%
zeMd`_rj*%feT9mfSx*GtUxA#jDYqL>&eN95OZ_8_oQ!E#1B7H}7AbZJSaocX?43UZ
zTx+smwb5_|<E33xJ-s>oN?EVf4pbrn@{qnj5RqyFQ_DHHkIQlhT-;JA^?~Q3TyqaH
z*E=>`Q5|VZj9dJuMel3yM+~S)#Nf|^0Lf3VZ}u-c)|kDh@Vp=7?Jw#gy?GZ+MA-&;
zx^_`jyM1X};Z3lv{yj-}VemlHUf$*f6vY2u^Lesl&A2&J_A}3Fegl!``#sH~N?{hc
zI;#gC;-xtRPED40Zt)-uHXyrXe$a<}d<bAF6r~6EKO1X*mzLX&dXE+39kWcIwunf*
zdk9#6a6X`gm(1?rc|V3%j;W`OE5fo0wjLe=ro=^2+xiOv`}lO9{OFBr;9`9~X)4G8
zBBehI|Fh$NT>Vds|4D9tvihHL_P?)=W9*5;tUAm0@D3hJPfC9AzIF&ax;W4&hy1C(
z+gG%KH14Z)QY$vh<S1CoIs`^b4}nsntMnxeTRstz^=al($g)BAm*a=Pfmz)F9ev66
z-Wl%*Smmnv*tpIX4GD5pf49A8V@Rz}Z|~Aj+T(YJK!;$|5HB5EA$aKk1rDILQq}9e
zLqR;Zc94b`&|JEE(C--u!ilEB@!)>Xv3A#}7u`O^-to(7pY#ra*=J45lu@uO@b(~h
zP%FyaHe3+jC&1nC@aY&^;@G-^TC7%pKQbS1kX@{{pA~EBxeL>kY}v}4;)efhGY4@{
zTGzxL3|^Q!(6g7nNsGevM_z?lt!|O;QNdkDvk<jKOCpS$qh&u+&F4$g-lpC0(p*nK
z?9LSJ$xn5hp5y<#VzuJxS36&f_kZeum3;Qp3{6l`#DjYWfs&unzPZ0#UE}g1!t-{|
z+n?1z+OjRO4I1_C-zh*nc<a;U@$=LS3s2ilA{ZiB)rWF^>n#+!8M{<)&*yUgA#k-1
zX8qy8={@<E>F65#=nWU)qJ5IdO33Cd?RT&XHiy7-8+ve?PtTG5l<lHS>xlC=5h;uG
zs@Vq?e>V7c7yPrqe<Jw*R0Kc1szBPX_E55l;^X36;fG6SvtBjwbE%QOej*z@u|e*n
zt*&iosIPhXmLLl)_tlEng?sl{RbrWxDTVHJ2fUJ@b=M6zpV_yu)_}*#9+{>H0HVxE
z0|2X1^qI)sWu1^9x~^p`QU*Y<+9F2D1fWu2ehRQE|4{gUOKI+G(x}dAY1ia%8r(N_
zAH>oYacQns#NP6Ep?_NwxKToJ{T0WhWWI?3B0*yvmKH_Mq!Knx=$SYvNR$1i$anbw
zexG186EVJ+EjuYLW8F}agKVhCrHk*XuE*fsU2Lq^V-RdJt+O(dum~s78PNVOWnuOA
zvf$WXExG9Y`uS^%POZ(XK6mYEea*=dOU3%xjlCDC)N?K=$}VqH-#){yW^63{ep@wh
zNM)I&=e1c^>IL7{#O8j%=#IR*pSnouk=_g*5sY*r&4u{M6v6l0Ub!vPb#mcz=Pk1M
z5-A-54;UcL>13BWa<|-lI^GG{7bXrgt7aV}ibZgb96-YUMW@BXsrO`DdAn9(H`O|q
z)ZTItY##zf&iqQ=nwk?cB~+R7Wh<T>B0-G81fL4^3}hkksyqpqGT(1ao{ymAzTezE
zKWC-Y%cU&QOod!E8006k(jBByWexebSXy;aC4=E^soXMOw{<381T#G+rc?-~Ox^O0
zE@rGDvH37=8mgN_Wx33Ar9u2z-H#S&<~D)|8T|N{KAAk0Q3_)HBRu?3T>eN+e>Ao~
z;^H4w^^ctVM@RqDKseRO`O`W1(=z(gEBn(V{HK-sr#t%pTU$6n!*Pkw<NN62ix=wS
zyLHdsl9YgDH8<Wp7pYXcu(05OG_bUTvQh1N+*0*EcjufWL#3mVSboBbX9m+Zo(SUq
zw}yDLCc;X1X*-SEDSnG=kB0FQHjCDn<&B)XY=C>Bx>D!UbI|xYjTafR=JXw_%Qp`m
z(Q2E}YHuKxNw>&q9cx0S4vfb=3Y0x<w;sfXnoIE1dfxRl4b*ud9PVlk%NBXg(tRK6
z#rYfO`IR>|Sg$cgjHhzF$jX>I1Z38DBF&w?Yq|s@%j(ych^e23E7v)uT%t_&oh&J&
zaWbL|>DF$oD{8rSPr2nW^*MRw`PU6ay5#X2f|`ZMBG&v{5_h<!o3B@fDjW6sN<&11
z80HkP=vLa7M|+prtQ7L@4b7y;LvAK*IL@0#$-eL<K}zsMvOngpBZ>Re%li%^hyf4z
zEqva}ev6_yqkogGr?1hIeIi^by?c?$kSFi$TpbQKQBg*uNP4&R6i{zqE4Ak-lKxnh
zWdCuOdMdsio(4tSD^3VW_Djro%#U>t5`%I+1-3m46A^c<F`Kb>+PA#P<1Z1;A#SJL
zCHhc_m>Z>4;<$X5osTGJGqpQ1(qu!cSOfEpX7|K^?Um5W-GE%hUB$BuQ5#0V?_Kn4
ziNaM%vIFkAcuHJ^E|;C<7Z@5=tpytl%c}a_s>V8BH@#tRx@E2)X(^JetW(qUA*4$+
zty^v(Ui#;d_fhRCs1D;o_#yB#Z4i9?9wj|B_+$z;*bMeAHui82f!(JEiH876(S=Up
zDgBJ0{r2d)19R1bY?b{>L&o*s8I8?vHhbPo41Rb&3!va5`s)As?~7TIJzxu`EzO$u
zAT#wYeCtW1!h=tA7lTcAYUm9ECVQ`Vyr2y2)|%K!pbqK&oY$~^=1lXY+&7u|S+C@V
z?o}$keh|y7)uWbp`TFi9gI6y#$g|Ugs@|m9X!dRDn32f8T^RB<xF*d+_M%H6i<E>_
zj+Kq!x^Fer^OSo-qi^1R#1Er2*6F<4%HV58#myxqi^nSUgaFe5-?({8te|+KqmXxy
zPC+Adq1|eD!jN@gcE9xyh|w}RvzSB6sit!8RtVkm>vJIo`=PRDTkhn(P+peYv8KG1
zW@#4eb5J0*vv=JbZu7jVvNUtCChO(cF6UgD_NIhJbN=2<7wx64PS0np+F2VqHN4#`
z(c=f4b9TbA{i!TQ0%Dm7a0OyTK8)bb&sSplMOmHZeRf@_m-c$uZlBLwZ_o35vJm{H
z^`1pV%nNf`oQ3|3ROm-aPHT>24v!!VzlqIziGs|bAzG91elm|BpT6XJD{l(-#T!u@
z_t|Sz>uyFE`)6n2<;{;tA-TI3K5*ceK2s0s-S9ut$aXWkjn!0@a~g{;{=M1ya?dB1
zN{`ack2HMqRVt-kDoPoo=dXCaPc-`KN~?cOkUQ-j*6V{ii;!#VHxjt56iulJS;OUX
z=p@c!$!B!Ug#@JHS}k~|;UrqfXZM+WefN2@nptnAry)C7l_+}7)K`}Bb%4S<ie%Z`
z9&6&pv9d%%@X!uj?(8N@_l*LvvH5`fa-`RmV}9aR=)!7->-lXpF^ta00OfjzjBff;
zdwDSl+3?S`NVW(Ud#YEBPabWA6Xj-|{~q?hhOCPxtgvrEvbWm6^`ieq@T>M3G2yMa
zz00l*-9$m&PYXSjXm5E}R;sA=R7zG<;%mbwn_gDJyY}^SblPr<c*48&O2V2O>e)FP
z-%4qAwHQ&$1a=mzbbID4G@ozh?Y`pb+9~G}oJ~s=+xfwZPEF2JGR2B|&h={c=iIsH
zykTdrYMU8SJz?R9Wy8!%6DNr0;7AD5N(V%^;e+l=9bug&Iz}8@ZVQ*74PxBatt$nB
zwKo+y&$JLls=t2i?evO|Q!Fy7HMgE4UjLS+j)m!u`Dv=xp_|yWZ|B3cY1#QB7`v9N
zU4lymBb;TkgB2h*7b+#pct(5|h9q#J6*8lwGds6ZSP3bj&)<mET^7No!t-J!YG2H>
zmbflvn8y=Is37}le#25EL#)@6abW$xF}p{`w7cO&l*(XNtxF*(jTkqs)hE~(U3a+g
zE_aaY!t>Hf!#xHu^RI`%HAkWxBxMiBw}&^cFO*?6-m^vuODlCrhIViGBoaSSRk%c$
z^|272>?J2>A%47$6O~`S-X6K?Q(@uA%IwC<gGGX~do<=dO~Yi%cjP4dXx&}wzFO&C
z5m7KW*UfB_#3tkD=Rnn-A7Muu0)JZmL@x3R^wkShz1KNhpL6yC{4Z;D%vTn?G0L}D
ztfURo-oVNbEKk(7ex3Lgby2&^;LMAv^x{S9Y17SOB(1jCBUjq<@`jL5azUj!)|)Rf
zBd@={o8fdP1HWq`Rl)U=-{-khA;R86;MRbuu$1Ftm23&@+y*hkTq-0oaB8Q%wbhtr
zF6FfWlU7Zn`T5tqIg>iiiJplKO~<@`^;3yeT*gIKxBISH*GIY_$?k3&S$T>Wk&eDf
zpRb)Zp6z+$>M`cwsxRwudM6{9RGQ9u8GVTq7gK*Dok7|_lt9$cwNO)ho-x4l0O!r{
z+C8MT90OnHqId2~8%AG#TDcDbexy@TgMod*I^HJUX`Z^Wea6?<+Y5_E-y(l5s=cnH
zOLBRh-M^7YRV&64dK0yf7G<VF`<^W%<J?b+{K_0nPS)l`7BWk&FK1xaE{40Pq<_Po
zBRuCr-DwoOp`YR5cImP9MmTx;T%y9-^GJ0wLxzvHxIJEo8mststABp`iJzq<?)CnS
zOoNu8k17eTLw}xuDsY67J1P+6n~Uq|2udi(zP)>%*f`HxPy#1duTK$B)9Z8bG&G43
z3hj=iEL9!|I&a>yM3_qMIa=|e(|Y7d#@7wxXtL^?g^6ZsS8tqHh4cVo3&QgxkMJ-^
zq#>qv!3Wa+Tfa$XKiK3)7W2KeqG(|EX{NWn5u<K8km`+1uUKdla}bwpGH}36t2N~L
z&<6iWH*e`EMmN5Q<t0|VOD|c>%P9yRf5}PXIRBh1sPBb0O`41}M6Z>i=FPdf!jv0T
z*o{bG{g8>cbDOEOpI(gjtfyeUE>5^5e~lnqZEl4-YQx8kE$~KCCDm>@g?NNX4`;Tj
z(S>j`E#)V=;#Lq6IfV|yd-~h7maYvwKKWvTy^{1{n|J$h6&zaivoF_tZFwRYg|*O;
zu@gL6*s79#IhKVDrM_;Ic3ZP05tjZAFF9btGUi!wZh62EmtJ@lbe%UnTADHm^|_q6
zCTx>G&_&2yYoI_gX<K&vp)oKYrLeC2I>pIY(bJUG;#n*FEzPCebN;KT<`ahEZ}JWS
z5sQr}67ALdH!|~IN72M8L`;-NVDsjJfC#}lHYAioJaler4RHv}SPl7`9s-8nM5ZCy
zTM>uAc0Fp89`zvY9`PZNdLZHlL)<g*wtD^9XRA{Oc0f*W5Il&e8w%d!*4`teLUl@h
zGA>Kpve=Z^lGtP4ROwl%LMjDpEWTbXF;@3Bbm=+sq<2+cCnZHVClzl2k@@YyJRLn7
zw84}1R`BHIm+Ox&7eBk@imfVt&Wz<nX3WERGL}~D>_edY(m`z6CipXLhp`{FLkAOL
zVSkBHi!p6)#D|N~fHUUg;fZWo=eCi>=zABluBP^)6pmCZH2zN1(<3LYQi>(Z?WIo+
z6X`ZXC{3Z%wU<(<HV?Yr90IFRi)s7B1>9yZ^ewWC5S1FRou<tW6mC>oT-^II8<Ixk
zk1<8{4-T6o#+3ZuKS<VyXMBIyKMzAaF<weN1PV}bhd?c=0(@A9&7bpW?w&;%S8CeA
z*N!JDxML=5tK&?;+Z0|U+bjLhpee?4CqMW}S=a&Vzt@F@QU^z+I0O>W!`2a1AZpil
zizt`@VE5-#?qg}&>U|$0s~WmYg2|byvHeXhSEHUCupv&HhwXr=U{D;s58HTA*MWkF
z%?uv`AtC$yO+i)2p2sSWJ51BLsKzKH3y9UR*PZE<7N;ud6gCs*C1EX`2eH{Ai+ed-
zu<g&TZDof5$r?QS)*hQ7VtOw}tpO#AoQ0#hrhb}UaAor%rX3x97uqU-c`bo~-fLU$
zpLt2Z^;5RR4%pOo<zdAhHvQYm@bO@Srio6Es12}VYBASeuo4%A;y-W(&nQj(G<TYi
zABgQxtv&=4vl6{078q)H%$p@1y32k>6(6vjFcdx70f>)AnLU7Syf_5*zKhKs0$5Em
zbr1<T%8#uN*a{-&9?%OS)eeDd?L9Ww;vtX&Ta(R)uU(~|KZk1WKpq0~YWpPUy{Avc
zV}|j4V)|$9M>Yi~jwrsbbL?}!ZW)fS=-=`MKS+G^!DqWlJT!pHy!&QNp_}QZW2>;w
zY~NnPUz@xV{N$%`4lWWL$9_-BB^QN@cB@cug=Jf+Rq!u|fU>dLf%Gp67;*?>*1oG2
zeZQPP0$^Zs-h>Fg)sJtgT>gEF+I-^Rzs>(>8sH7!#m*=MQu7di{IbIb9a!<cZ9$%~
zYU-pEmh{OXV!^djpqh(yTtTyfzkGs$c7fG^u4liLOm&bh_WM9IP^!kniRQ@k^=-M!
zE@rlMYTrALBjNe4K#+sCa392)6rpX*3!W%Lj|N&9yhBle@c}2ey$3FEaEpywu=pmL
zdVcbo4Bu@zW$gcHe{)fIu1DeM-?q)W`*1w?rQc3P6!Yf#H{y#k2(Uf>w<r91r|%&U
zr@O}nID-eLl=VUI8*Fe0jC<@4F#P9_E@H#KY%3=v;G%uo48Dtt9su;3;{lSR_JcP&
z-Xr$>mp}N}Ozh0(Jk9s^nr!65=_fkx=gKrri8DmO)g*)O8NwT$^h3><w)2Oi%?6km
z6ic>lz|nI+jJq4sk6S-Eifu91gYJSI`hJm}4KR!05@tB4Bo=ig3H4Vce($n)ImjZ<
zAr?*l+&8$U<J7k0?q?zf#kf5Gaoyjy9t(LK0-v%2qGkNL-OHU{71fLz2>3fOwUS^a
zLDThzuuI2{Mn0a1t&$Dn>@lRgaj_dZYuy5~7Ja`20@>sXkJH>^3vmSF_Sk}BXanLi
zKfm)<bQ|mac6c0*(Jgioa?BtTDGj9}A|8AQCI%5P-bo{*z^1{3*i~TsjpGpTqjd&-
zVV7D8j?OXZqF|0ehot@5RiFF1A#OIYZc|^r%*-%A4MrmN$EH?%eq~&=pDltLy}A*G
zumCleKG0dvRX|`Dp0rx3fcAd(WAFdV1dULoLfg&mj=X|e8>kWk30@JzZ)?ov0ZQ#;
zwi7){;RqBx^6zwgoH!4GqZvOsaQ=A+{GfmGBdRTS5P0OpTp5(#4pcwtjQ#kj9(v{}
zBZq5rv{Fld#e{8h86D$qNo%*D+Z8rV?$bOii7qLi4Ic&@bWEcxu7VRbE_OjDM8r7!
z*f9rRT)NmIeL=%Jho$-*0a+4s+&V^x_*H<PY$RjEquH9^B*fEGuDiMs4zrj^`*CCo
zFgrEvH(4K5u#-g+if1Mb1QX#wM2SR#AtEEB6i)|dXp?T<kQ33Ad>FcXK5AM(fP6Ln
z`P#{tKC(<oKj;z~?Hz{z<AHNYv?4vyd<Emj)w7C+0Q;M*8?T1J(l<cnlkGV}K|`N`
z(E-q;K8kAdZjZ7f!JfWp1)+q9SbkfcIb|030TW_S6twWc-##%3N7paJU*-L1W9gGQ
zpaJio6qX#t{E9Mm3vFh%Or#WB?2{61XcS8+`(nt2vzK$27h;D$s!b55J(W)o-JpwA
z9s*!oCma7tv6KJ7J{K&i0Nx@77OBzig~V;)^Uf3+Exsy1v=RVp54;4l>gzVD1d>iU
zH5l0iTQ}$r>`$zK;~;hngcRt|7Ts~7g9+}Gvv5s*+UK%2pK3ofJve%LU}<gGR?aIx
z9lLEE>IsNSV92pbF#Z1J$)5`BhbYDU3-WFt6b(1Folkm!GMKV|A(=Grwy+)gZ)B(^
zYD>?LHclKFy_odSlaxN0O6x+H5@1ssK^Rm&D#_0h(u-5>qh>kNDD-<OhwJ*p!sp3R
z&8tY%{OxS`0$3f@LFCx#0qg#?ICR(v?=ZoH$R&nVhC^-NdozvuO+WQ@x1k=|ez&o1
zebQ3NprvxR)Zo90KbS(m+K;f9=RO2@zj441GHIQoKuzzbr2{TE@ATZx$8*U-`QyX!
zTb(;UPOel5aU#jLp>V^Ae}us;*4@A?BJZEDAe--f1%AN4(==0~Aq5GVC0Wjm%4<9c
z25uhV82dvYcqMMwcpt1P_Nb!&<Q2qv$RDNr%1QuajwTtwMx~>#cK+nbQoxmgAuxOh
z5P#!DpmvVnABdB{oEe2GTZxDN0))FIFDzx^bCk|dTApFpCeiS@nuj~%Q+P7iuE1K@
z4`RO;{+$rz^beSf2W7y(<E`efgZ;SJ&x<yC01k1JN<>xuRnv-4cb3Q+pD2;vXZ2u;
zw_6b&r?kg@Bh?2)8+e;vP<V&{9eA9=9($;1|E#jdA+SKY7`snKpL|cds1t{d#se`;
z$P&0*8!f&g`tx^_H?1blQx*IOLENFjKePBVhY{RMohXCk`CJ(@#5@$$0$_j`bu_N1
z2Rz;_;RI%P^Pl#YE|mM7M?8Rwd)%W}=8&rX7%J%|dEh(xyZ0}GlLX7F+8*1-4&!PL
z;zOWDA>Rm&l5+x4A=-Y3zs+#f$Cl`pmAhm`S<9tUr4WYpQxI@W?B(1(1jde#Hi{I4
zc0SExp!aJ30%*z5ut#FPTf0VFS#bmg3$pjF^1l7uCnOd(&^`+8WXVyk&;>X2X0QPW
z4u24X>qBQb5DWY`=uS8UhS080KSrNSV(RWL>|OC~MP$_@CIO@L+mhW#-c<JQ;|d~G
z|33lGbKN?td0T6nqk>k2^8Q|uJqET2%GIvlD>PV0to}pBgmrTr#3s_C^MA6<A>fOu
z*aNAWLR4FX9GM-KWmuurm>O~4?}i6y0{CX|Q%4oz4GdL?suVf|Ch68SkAdHBNEar!
z84u;nc~rPklfAG#tjch`SW(nhGgVQA)V=kE3T;Y-<n{>^rp$;^w^~ZkoJNB{Hg@Nu
z87+x`NF|CC^#p{KXr6?Qib@#BXY!{tTzIyI5s?W<xp)Api0$S?n)}4bEsndmpV=`e
z0!AzE0f(vkArOtK_*g!cj^<c@<M(42o(xe5C&7LTPl9sYS4gVf`I}`O0r2eI<Bbfb
z`-PBaU_=34nMVc;J_PhZd<Ork5D%#ERd|(~0OO6+KMU;~G5hGAjh%utX~)_B2-l$*
z4H{Yghr&W^oRe}Ic8|?d_%t`!@51L*zz)dK+yQWIAQ?!s1Lt;xz0f(FJ{gM$6Nhs4
zgsTc7!SwY%Qki5lmBD!;DLeLk#W=10)ZQabQ^a3PQv$y6H^2^SxG8NS>o~Qj(g?kg
zbIJ?7{_Tb1$F_*@M9qUSJ#|EqU_uxZHlxfjcBUuM(0~8<2~+M5+;0jWK(22~wPHA|
z^xgCp!Q3}GwUl@?j!sb_LqlsjFid+H`}vD{Zulpxhrp(fXvYv%&c#FE@h^Bap!#it
zhdPmHE;cS3GkQE`+l@hA!z(%EWW?Tx`T;_!iE^|Dt2UvjfIaLdZ6@f#ze=L^FS_{b
zhZb$p6Dxr9W6-zd>WYT2FctFX`?W(KBgUk&sQq8^oy_h6M<COzVAp3}6B7gWgT7x}
zv=crb^#K<R=S5(fh>hHam#B)4hIEkWlU(*|RdVYOr~Wb4{2bHp`CdX%O}lg_g8lbQ
z|2Mn%g+V}^3f9rdBdYy?>j3WZQk;5|zF%^p2{pdwHx&}q7VvK1CxvPLlZ%(%;`lnE
z)bpCZhT7NTa{*l^cgf+H`CO}pySzE3tNy=lJ9wjGw%)2ydXD81o(3&_00)Pa5{Ipn
znY6Rh_e4Rxl5<?X3pH9mH2&?!0AXHGTkENC-2N9`{TWJ+rU~6TAT!GJAj(3{f|;t+
zW52(SlShfu1W%YpU*m!21SbP|fF+Ma=CzxIBbfM(@5gXY+T{6($UNTrsEu&A#o#e#
zNS;5+N@$&Cx6p7fWVWe4@3|B;-@BSe2*rO7RkEe}{wP-O9s(~x<sf)B5;cdrE1y>E
zFoGt|$A}BWd20!fd-!h1pBqCT=D0*2dY^&{X`oN~G#4HT390m8eSsSw;XjC5h|yCU
z1N95Ep}SBxQEh?33>fuI3xvsD%U)Mxfr((ZG5+b3Suu8MKXYtQ$OY}Bu(iLKw$ERB
z2JvF*2N1BiMYTO-CMfj5K~-&jz^P5B;sap8Zb+Zs=?|zRfE@kTCsh%k*3;1nUy1q*
z!cePU>H6Ln(jPesMp-mS{h&|cBSz~&iX05G{S>VLzADNhrOO=5{$_#@lKTJ<IV)^)
zO87wMwtsN)vFrTG7{5aPulO{4MEr920|hKj?qo=+ohYJ5tHnAB8e<T59dHyn9Vl$J
zb5C_T(kDa7ZyE%=3inN)c#oa59c*6p@%+m@DfXD}eq^uQus_&c*f}-3W9rOf4~FG!
zjV1VZSiaj4$3F*pQPq|z+?wbgS#P(H0`MK8fGqp0iVIF=FkBkyTCPG;Q+P9;jGpiV
zrm;ccf_=ostMWtOv%4V;SY2G~gjPdOxaKc8qW>wct^DqGa#HE3RY(0m3uN<U;5g{i
z41(PgL3qrgK><$j3@n71vift6ng!HY?eTv$9{e{~QA2`Soad1|X$1%IZyWfZUzh|%
z2%0`Kj5XV2J9=Uqzb)s&AAQTnlh(>U3fd#ms&ELL{|oJ&Dn~x|S+{A2Z9m^#3;7*N
zp4MoNR4{Nw9fP8|M@s~sSU&{#hhRc@rwn?6EB+@B`b*hia``UZ<FoVcC<Yzy@A|R_
zUnd5)J?$^C>@Sj4ucgF1lG@&GG$N^H{idWkx$`PqxbJsr1j@bA=rj(({@>-^qX24y
zPyZc^utiWz<e_ocM9OjaR#6gt`<S#BIT7MRa<U{ypq{udC8IiNK?Z!hDv$w#8X6o8
z!T!n-ppSp{QQs{9VtDWh%>d@%gl7&2Ty6>zy%D_cL+&TDDq3ayTLe5_S0g+d6v2*^
zPh&7sM4@FCeugEkEne@<&a!}0KKCE6#ou5h6#+(vH)1C^s?86>CgN0KcL7U={vPYc
zs3SuEYm?~Fb-1_@ohM^Jd3Fj3>NZ$EDbethW2v2Ij6^7m1;Wn%K5=#hOW|t9$uI(a
z<5w8vyo2w8ILRKx2-38_41`X+3g`~N<+v}RTGEP=eYdcK#C)aA8w?-Rzu;g_K?F9J
zSBc{eUxT}xT&4PPiFZSXggmHHf+aEqzJb=dKu=a=2FuS2)n+i=tyFSN2ZN<EX}>Qv
zNt{r2%y%Mdk*GB@nq0a!5z9Np=UL&0lOwAg8JieYhKd_`hm2ZGF>d;WRNG*GyGPV+
zWY=y%;l)dY3Y43xe0;=q3ge^8r(7PyNvnf`$0F?UMt%(51^3or9%Ru~=$&w1qn{B^
z!`mMK6n+x1j47=3*9<v?iP#W+EUo$WFUP<GvoKi7QpG?Zqxudke#c2S?KeJs6p)~B
z!x-o<nX%(Il`gSAIr;^MWo3m+{AowkX{}ZPT?6kY(84!f#+HHFXghe=B<rYbq_`cT
z`xXdd^rnGm^x2NeB|esKP4JGyb}l=mk&)rY|G{jmUqBuQ?uZarX)ule#_?v`jiK31
zB1ka7l6frPZUTJny$N6aX_JHr_nFQ}vG9=7jEK{n9jCtA{8rKYRILP83{r*T4Y&&5
z{FP>g8+0BWkrgqtccPu?SczqhPJG`;$aP~$dT`m+bqXu3sc%#v<m*Y-Jdu!&6Y<HC
z_E$opZ|Hk+F^XVkd3^0;>`TI1Kry8m?0&=(p|X&(V`>L==pjI=3AO~bmBFwF_3Ce6
z&}22uG~Na?Q#6LxfJ1j%sWeY6r7icgX@k}G{eL@6!JrrjC0%ksIt=1rA;i9a?NKi$
z_XeU;v*C!=9!a<fnNmuM5U8_VuC1LcPN(iDWV*#*w9(oQ`SX32x;Nb^tc^G&{eW#3
zxWzUIF^?+~9@r#frWObk!LHXL=b|Ca1<u=eo7iGds+MA@*zWFzoXp72z=fU=ghGgS
z<>`;xLv~=T1iAOn+9A+$aT6T(A=5Zt>qH4Zt|9iYm%cuq6V1t-myJM|GcOdlKKQ{8
zT4%T)12}xv?|M_n{t$TrP|m2wPi$*&kGE8c3$J>!W<=r?L`(YDw7~FyS?qxo*d=G<
z$e>56mzm*PEF5Nu6+43+J!WX~`%386%+*s{VQ4%J@`dk<V6=jz^1@LA4@~pyX<KS9
zq0bSX8d5+Sy7ZcWd2<95bplByKHoH1n%G&upc-vOLOU?EUVKg^PuFW#gb<`wcX<3}
zLD*Y_5_|&$6Bc_<j<g{M8Za(o^KD_fc;WOvLg9CS{({jsFxMgjJi)XBQJDGsozkm_
zvgQzAEqiRJi9flo<V8Rrn56H3eX0Ve(Ek9JyaRqd9*%B1){z>cwYpVstKUSS(vSO_
zyYI+SQ+%at0o+FW(SC^;hCqg*qDg}Ci)P#z+ovEy8CvHCh55=`f619(Mfw+Fcq1;D
zWL!0C-$Kz4uJ7I-`21h~cccs-`~|m<^?7@AWAmu(H!}t{HoZKWW<I)&UjTtV8TH(f
z&RA7^j<S+TKwJ=gNFXKVb_>^ve2O?_Z}o}Z;0<uae>W6TK>~}8n=Iply8k2zUP;fB
z#&bPKd->bY64r24u;U{|4Hc3`C|(gys)5ay8+xZ!Kl@ufK5oi^8S=Payz(2cEMnt*
zmsD0PW#R8#MmTzf+7^l$(tTTNyINK&j8%1_k(do`D_W3x=_`hsS7(zFi&{+W0Cf?O
zwc~Z5`>6wEs0^ZtP4K8BSRQ3clJ+j@+kR}@n$3a*;(7V%)$hA-=hV>Fcl_1{Y4eF~
z*v|yBhs!^@n-X{@FpgM6JHR#wKFgy+;0aMh_;Y|L09FZVzk4`Sw|fVlBfVCbdX%yK
z{8B@{B$bp@<uD6GE1g9`c~7Nb7@B5)83>e;bI?e{aeWTm9{fc;{+8;PdUNh*6j<Uq
zVT?tLq61l!>PP<s;&jEJ{{hmbab`M1r52u*PgdpJn93oL)Y=poO?<@P(Wv=N(@Rt(
zZd3X`2$DxUJQ4F4R@{yyLnmE}o$N?FSLaYO{>I6S%is#40bdwuZXW^?bI=}KpsMkA
zhZtaHzjIcl1hY@cT^OTw#8(C5B`GJHOnckMif!b$>B%DDecbrLCI{OAF=S}QOjH3b
zz7N)rND8W9pki+Y*2$H4eg|T7`D_f2Cf<!~=e9G02|=m{H^d%#Tdz_ulV@K}4Uh4T
z^|}M-28PGxx1BO80xfp-!9o6_0$(OsOs)c{h6l(`!R8VgD*UBQ?GMy#DY~;T3y2G(
zZVX72S}`#|FNX^UMQ$_gt$zD-(k9?R0#J!Yw=sSx{a{9o1AG5yJs{Wqz>L<}J{L8<
zpY_v<?rY3~a3OKdmUq5~)a4+SW;YJY3-X5mrFb~uJFioT`ZMTHVA==Oif>>l1j{Cv
zs_D^ba&j4*sjWF^A-amR&l^lA(%s@h%Bw3kI<nQJ{LXz$arh5idGI&^e9`A<Z$Qb5
z<fxm7KDVKXZhy}l9Rv8R$T2%*Ci;F%=M{@|+vnccqC&#OQyd@NpasJT#DcuvIPDKI
zj*!Q%N*sMc^aW#yfj~?pwU)~8Q`_{nF_W^^WykcAF{#=g;yS06+J7SM(X(j;N$g+8
zCwM_!1Ksh2vF{IHNi5OJ=+`C$GeApyQ>Me2#X_(Cn3mN3c}hPLJnHCx!~>l-jxsY%
zCRjDWZPxj<Pe;dLm@@HarW|dPZSMON$r$VWRyDw8bQ-wU-<i;V5iQR#XBROH(BDzI
zS-q*mxD)JPCas8F$5I_b02mkq@mh@-R`{JnGh(n7Fh9R&0MQKnud^H=l>wVu2ykx6
z@Z-ZZ^vRg2n;1(<<>sH7CMeZ8084CbAz)C7blGO&6!-llo5PQC(GlSXIV-qSut$4z
zq~@2zNMBFjzsxq+sgvMr6HdFi?n{D2?zatD5+yvidn!!E&|xyucC^baOXzNHzc>sR
zq?;$Q{I7B4moOZ3{V~#QagfWOC{K<A$|c}P-(cV=7$GNPP_X;-Y_Stgv}Xf`^uG=Q
z?G`T7@>gMvjrOhDsx*3TuKrJi_~>}Uf2R0eg74hNeCd8d8`ybhKXX)-_%KafqQ#<g
z=Q;&D-2W}pO@crjG#v=kU9!{Ay|(Q`U?qw^86evC->coNC6IXJAiw2(>U>EoXt0y|
zI=T@8o@5~O1o8A=Cts3D8A}<G^;IyuM{2Uv&cCW!J0ahLCyB(-9QWA?j(bcT=0TYM
zkK*26Y(Q$s)LBbkx%VjD`(R)2l%c?;KL~fw$9#UN)M4OhaduFkQO4Gk1PQbvMze&%
zW{2rSr}HP65WA|fM#UMWUVrCwciSlL4<{3|ig&SC%N&|Zp#QMJK*DHJ(=pO_vtTQF
zvFUBT|K!iPONA8!1+qxjK6hm?^{y0Uw+o>?-DWy2Lraw8nXjKphiLR@tLNX%eUlrj
z&SO#fWQOaC5Umsj_RCkY;eOpDG)@x`xLfb^>w8%!dg+6dO9xK}W0yudgcrnex2ObD
z8Uei~S*)Sypi1H|Qxr018{$ZW&FnKe?X&dbWMa<ysZ{Yn+(&-c(trK{r|3gGT%_-r
zN0f%bBlk3SR7&9mHt^9aVTEO`lx6_e{)e51yRt%KO<%Vr@E!0A84rYsR<UR(1Fukm
zr+b`Qx56&2A-6rhPIk)4C79Gj<+&h&BfChX$zxQ+b@)thYw;rYYL!-PY3d+yilVMS
z&<IwmyR#WLDQQ7eRJuu+@t4~}cz}29YA9n=P$g7iODy94C%jC&%-%-93hLqNU<oRY
zq!~zc&~v)kKD<=R*%fOB--_=j!s%V<b4nO#UuNebCSP+Aj3fuc{q^0d);&t>t5?nR
zRrRa1#YMwn602gkTSl<U`mLD)UcGe@uZbc`2xOne*GqybYiQNta)|&mMJ6=Eiq~ug
zFeVD>dE(iV=O-I}uCDoU-~+K$RmfGz(o(Hxnw5@MQ}(!Qs!TG06=kHOv`<lPejH-7
zd9Q}kBv<<=lVa*V6W6tu^-Q;%$Gq(n53IURxJ|q(?VDlOh>kT=WDL1!>a=RMA3hkF
zC3DGv2dYqNfQ{KtVKaw|+t*J{z$wfCl^=}3b&~2?Fn*jaqRBw=1~XIEBZz8!f0B!5
zr9tXSb-py6_+EP0f<q4E6(@!-0|ie%QM7)`=q`|2(6W|Uj3l~kHnQ`vvsfh<!tZFw
zYgy$d=))&(PoG*I5wac*je!&0#DdaP!3Cfb8y5xaMC71KP6q3e>SytZvx>OB6Ar6|
z(+c}Bki8-QR@d`sNVpP*Ye_$H)WLIe>;s9M2O=%L7U>*%lY?tY$~zvLAc6);w@qwr
zUe9!qgZYvGn-iRvp3Kn%-=^+d==jp~BOa+$)5%)VD!G7IZ(Oob?DEA@Bc+7zFJlwt
z9qO+2VT22=7!Hlgz5Os|A$Cmzs+}y|$k(Y`Ln3d`tY{G|7LzB$04d{EstVWrYzZ9<
zGOHEkHGPpkS|QV(Yg6~;0kPqlJVS6Nr2~fd(iO8Q>xbE2lw@AS<6HP<KF+y+J~}Rj
z=Tl=LTQpbp+b=EIG4VONk4&g9k$SIsg<sK%aot?(i<Wog&^&W9r3IKyNSLx=w!2UJ
zydgj)`jriPQaqy)GY2O&rxJx3VIA&G`7&yG20tc&o2pFGU$~tu897B`0z;i%WOPSU
zXvOkd-{ce(P&R2H;Kcuwpy6wo$NVTsMKwgL6S!fbC<>j12b#(=G6R{}xtDvD<CmdI
zoSeNeN|GNSr25~!1eZU=bpek~-<BbZSJ7(pqkytpX<bk~NS8T-d2OZefjyaU2^lN?
zjXN{imbdb?x0Ea1zwPht+{MpfxX{CDDL^uBLPCNXbeNVeg)lq2xwM~=iAgE;rT${%
zl<vaGs0>8Znm5`&w3sPOKwc^SvVzATdi%@L^jQomCmSc(8ByuNa*Qv_tz}Pp%WoyJ
zUlrWo^^u)pwP<`LqnD6)L*u5hl9HLUO|-tOSw~6TxlRFWU<EUdCVHt6gzT9WxQ;dn
zBysWVv9;Dq;srH%?H9Q3#gw)ZJ|!R{tL~OAXAGe(7pl@@&A}ibNH8+!&AEF~N{iOo
zjZ!9+xzNoGC?#b`4q|Pn8mS+$B}_=qY$3vQdYsM@F^~XxlbRAPVu}~4#4x<+$CblO
z;77k3vl{oK!ttkj37O(eU9V)viIp)$hYOGF8)>`m>+m_uY>Q!Zgp<k{utNoM`KGcQ
z9WFF+yE!njxHIUdO*bJvVXBq12CrGsImq=SVK&CqwAYPA26u%8c~#jBHP9JpXy{%C
zlvCpMhZuuy)8JF<d<<3Y#4Nt3?@N;`?kj+6)?r5?_n}b)GF>HZKQl^7VT&iZ>b<j<
z>BNrd6!WCK981B`a@?#?u1|x6KqrQ_jH<Xo#M_nFGR)EzduO;gNpE)1^qe2w(<D-d
ztE;29v*e~lKTTJACP)|i-RB{sbk)KwJn?tD$*1(Ue~6)8P(F<;+ljg~W}P_QKBg)G
zrr9;~1_j4OOFoRGVnv@bjFLa}D_2x~JuC_XVuu3xh|Wu_w9|O8Rc|oiCE-(%Eq*(D
z#%09XPO8GY9H72EQqdJde*SXoP7+J_4>2Lb5U<qC2@5aglo#I#uqIo@(?c_)<%|}t
zhF>+5Blm4-#dFv6AGgC>-~Pm2QBpOGup@<}-D`~2@mqc4;Kw#2`m_vVqyMwVb4c|F
z`+~7HZ{3)kI=)8o2fzM)EAQ)&k=UuSDrtxYzLHA}-UyVql2b)g(h^nf7}6fIebGOh
z)cX*)^dszTcrZ?F&{PJMvHo6)(HR=P?<gXz8KwSFm`)+Pdi8K(e@_{^e8Yo~_g2`o
z%q#ud(gw3vzcxz?tw99d`z|l+GvTW{V1>`o+i};U-j+M+$y{Iz757z3ekfQ{Js!$$
z@|`Aq-fM9&ae;hz9kav4%O5$>elco(Vb3Q$jKL4*qIP*%ujde6LT2o%n#4BSz^bPx
zPihhal7~WYM}}>RX_A}x-lEQ%Wi@BtoSms3dWc1W{OQMGwu1RUvSy-j%=jTM$GGeI
zkFk0xVV~<uf<LN;Z7XU;e~#3VTQUR@r!(g)87|2Z@wRu_t1fh5Z%LLT$NT!&wWMnj
zsUw8PG+)$E`mq)kiHW#zDPp(hw{z!uR8Om##l2z(7xPPNWD$=f)w-dmq@0soUGE<V
zBW$p#Jp?}VJ#vO-XItu;W)Omyz0zo6)q53kQxRipcm915k5+?_W!G1WNFbSLQM9u@
zOcpD}*rw8JX>@&}BqltlW!GIpHj+s3LIw5G5FS&M0i0dJbM;Xzm+QptJb<(OZs`iW
znn8MqA09&pbE+HR1OzPVL0<Fg(-fxWMZF?!eeI$SD^uj**rc_Cr2`HVkXtqbMy;sT
zC>JFY=_0B%oc+ka_ZMU3Uiuk`3+=nFjSKx`t#R9&fM{e+53p=e5non&8b(<}iFK0z
zYQM5EB;O0*GfK<(Da-oB;Gb0@baRjv5;iAY49?$S0;=;Bo!VVgo|H|Lv#F3ddK9W(
z@W)C57Kr5Q9BYRkl?-u?&m%{Wr8Iy$OL~}=!NQbnu&?+7cS0ud>W55<OpPQSBwZ9e
zaHDdMx^vx7jZBSqB={weToWyw7<zjvU*=?tdzBi>GXCtCx~h$$@ay=cn*9a5w|&Kf
zzAleJWDgkdHA*a$G}$hPD2Zy|ZN=B(VhxqNyo+gxZ=+o7C+$EUovt6ko9|mz$>RKY
zFc3`kzIZByEzzmXVz@l69!yYy7z`Eu$~dwY=`#%C_rE8aoYj=Fn{F#}Fb=A5AE&}i
z_|6{P-pKN$gs|4m-3~iIofAlO+wqVlqZuq-^d<t^J48dz#X}0Lr{%y?9j^fKB`kny
zUqoIjm3)P;87LGFe;;+OWLTkOe^;6;^nyQGBKz0C!S?U(Yv|@Tgz1w4^C~1td#U%z
z-5VK_W7GS_$!4pU*G(a+kYJuhI|9Mvn$^bPZ<Ov{4niYi)8E`fC~=b)u>3ndKfn$3
zGT2VNQc9{;po%#Y=yn&{{rFXjmVj6@^UQ5C*>Ba+&<54<_tQ02rc=NLl{wXo&HVjU
zhz4eN3-6ok5(3g($8Y1e3yPfjgxEe5(V&8u-w23MjEJX&Y)jR&rkQdon&4^pg}!Sy
ziL+0)Asi3G3AkjYcow5dUqIBdPzaJ>#Y@V7DR_sh#@CTq@?f1xoXp{4DdX5Aee=dy
zc{3<r_Pt0_n}SXD)9i%Q4U@q~UVLL_cvWi%9MU@h8BdjNwx|_PPJZWC6!J>=IyfP%
ztZqW%t7uwFolI%6hbvUr8P=nn8tR0Y;k=rJV|5mA7cP<c@iN)Z1CdaZmwo2OZ8si_
zBJAhe<`dvw9`I<TWT^z3h|W6<d-BN%uonUzD{j5|!QrJwNB}7r*>Ian(d7HK5tEKq
z)8}~hoZfUC^Eh1Qa6a!1`1y2wfS??i>P-f@K00!LbcLS15(8TgGg>9VK|TaSK5o?w
z67+t_H%CQBhuI)n+J;s>GJsZ?YW1vg39BiyM5N}^X6Fp7OW)efaB;a9!Z3*1X+x_&
zz8{_S7p5RGd$|0$?0Iy0`U3O4SX-K5jp4FO^UxfUYtIORn6ccviSrmjqve%@`ni^K
z;q5~|!U7Y&yA0My?!nlZEJ$SvMI(93Y1^jBIoS+Fq{-3)s+jq!=8yuZLWq`&{FXkF
zsH-NSfhNu?>uWpPSEQMf+4xi_%}{A^nn4F+gpx%(8n!n4GlZ*6I!xsQA`s9=^JlLO
z^*OiThu$I4iZ48?X`0UKa5bV?h?x8gLxuULdK43C2mcZeK+#Ey8#)WQt<j8+p=@%6
zW!T<`)Wkb_*`a?dsB(YuH9nx@H$=Fvn>V}S8|{=_$n~AbK*FIL?<wS#n8fyK@7mZD
zbmf8La3VZ_RCi@bJb&zbi109|MJt4`_?Gc_BFDErkQ#C_kYK7r%_u9;HipwJCcPz`
zZ<KbbZ*v#_R_e!!e@0J$SxkDM2zvu4c`m(-|0R(RQf1w~-ML>CB~+<Zct%>2P>OZj
zaA<gCXwLOfOUwlJqx-GUGzzK}x*5EPz-I9(kGpvlczzmqZ5flxHF;|XW*=|h7UPV5
zNnAx1?!<U87|quCzuz}%d^jE!>O6v-WZM*CYDXPX&V^?McbsI(NAj;D<!dk8Fq3(w
zEMwS~+N;PQFh}s-Ux!I!!^U`=cfF8ilmUu?(@G;=fpDDqGQ)CX;?es6uLjSZ+GIa1
zTuim<y=p>+u-bTN4nVLJeV(rq5M6Ux=hL^eO;+TsZ!0L!_G2e7yIdi5+3?Gn?Zfe#
zdd}F)Uo>>P3uU%Z8i_RDf*)(Cv`#ah%~+9fd6(js)y(5694=NuqQp?-WEh!JV2(^;
zin%70s}Y~!GBm{RE_OGLZ?X%IL)6c&gk+8f3Uvn|GbdFcHusx%nPKYM#aC#8`i8Yl
zy**Ybr6D956ow5rxAJW4bLuFlNKC>ol*A=dk!h;-sb$lPo$J%&7o16`hVGh|caqs-
zeDC+W7=$2N6WlD-fqrC660LbV1ve-l>GQci`hiL1j*6(0QJc@TJt7(pX_8dc!8-ax
zn5qZa%l=s5j@U+L3S#?Qm>NX_W<qpM4v_pxH_86tD~%5^*GZKl8||DDhpWDPo$Q{@
zQ_|>ejW&p(jR-Eb>nO)rTAJk4h|yt(;+IogRF5B6EyvZS#&a4p^ktiH*jrou_Lxj`
zo9&L2j3S$O;*FbiqZ6_fQN=<vT~xk9RW)sP*Vu_n;%1l$q0=cPg=<v~)N<drh#Jco
zVj9d`i&obBF8M*FInH#|xoJO8Qcm`#cC<bd7Rn5X@a-hhX0vVPYBzf&2F0M^!C37q
zb0@UF%j06|Ubt;+%@nQ35HxL~@B|{~cpzD$&cdl;siXp)xOZ%n>>`nqTd;dzgnTgU
zFDDmU*eR}q<-@fvlEf4x!{e)!9xdf%$%AR{3grQ)>YK52igi_&ArUlz`X2zbjyO_7
zjb8j3lkb+egWPS`LBZHXD~=@P6$gWt+#5di@0hZ>?^sv88Ew?v2H!Rg2!5e6N%h*P
zOPaxFj;=MHZdzEAXHlZ^^Ljt?K-^)P{1VrN<l7Zyx;umcf}Gl=K^UA|(;s-QB`24K
zCu#T@e2XIT0d*Co*KxPr==*Li>J-2W0+gx;gAynT*H?GspbbsIt(f{FS53m2)m7e4
z<ZpQ^61Df0^BbmyTQ9jzP=XZc3Bd&oftd949BV}kECx0y<@XikfmJrSWFI@Ko=!t<
zQ`7Pm<da@x7iJz)x1tlSp5#K7SJ%3a%f5>e;(p&n7hKSXmy*r=MfoRY4#nqaiRklZ
zn?miV!<Q)1H45rAz0Y|Ixe=G_XJSR`4r{(oJwSS8YD8xa`r%Z>eRrm7QF0!^6=5=K
zx0SgwK!Tx8iEGd}vb_!%W@g+!BkfXXl99nIj@y58pF8`OvPSzI_E$IBl~{ZUU-p=Y
z5aVHnU~^rN6K#p{P7YGP5L5>E-road46mdF#&CgfXS(3pwUF=`3>IuW=Aw4xuoyuM
zuD5U99n?}oUg1{tKi1)gP(Tb<W~Jk7+b<PCMAp0s3?f7#h`CL|a_W7lNZ<l%s~+XV
zyNx7T&DgpM@9Mvw9Uj0Ty7Bf357VIH*^hNRDgq9cl$2G8gf>vcl;^Ds=XeEP#>7?P
zZQangts!lu8Y1L?$4UXM2xG**WO6@R1>;p&+C0gbGv}VxkKC~cvH?Fi9)sFBQ|uQl
ztJ~YE0&P_x;mxob(cwQQTW)LA<@)L#*LxM{<w8Xzv0~tTB7@$L9(#*PG0`o_Tl{A7
zUuf}(Xv6*NAXvld*i!73sW%!CBp1FcDAHUfm0k1lVos>SVXb327^)*o6xHYvWW3zV
zn#B}0t&)`exK20c)m@F8{I*nV&K6~34u-rD!SXqbF*omx9u*yaa#1SJ{zXcNFNPUW
z>c|lC$0SqcR)vX<=l*Cz<wsE|HjY*rAYF095-4BchG>25D1gtBIoNG&+Q;EewURBi
zFvmSHX#~EH#AeuGeZtH4!@F(n=0L4!LK7iU4k^cMpCqrtGYRHV_Di*|%@r;d|F{)c
zmq8?Xd()b!<R$Zc{9XX%xlD5A(FG+4<yjT~Mxp&l3Gjc$(z4E>5hJa{!7va`I>|c?
z(cn?M)jX2Gkoslu6LLL7h$Z|{mCXcZ9C$b=ws8>}7cYJfnkh?W!qZBiyP|{Bw<fQ{
zbjDAy(1*T7(P|``7*oy5i0z4$iEXRiz9`IlJWQ{nK|fND&<G{<oSWnv=KY2kgK(ms
z1p;rS-5~rG5GNZ)5E?dFnXzWS*iCsEjTyQnB^Iv}Ye#p$bjJ6VAHMQCqDGv;GehmP
z42d6ZapAQl5~gd4)&z5uwR7IcmD)EN7CHcX3#0~7795+*kQM4_A3(e|y-?RwT8e<3
zL^sde&C*U?fyiKFbbqO#{}W4S^^XWeBKcZxeTUkT1Y!>+{BpOIuHlNz^aWQeHA=TJ
zgyB%%Bjp=0KglY?322Lh?W}|edC9NcZ^g-p2<{3d^4Vd!YY|O<yK7~fqSJb+=>|U$
zG2+|XYj;#QZnh{Jcqu8@&9p#hVLGpv%u)tkCIeKnCIHrLKnK9ZW3matC}Y`Xcvr3)
zuJ25mKa@=9l{`%fkKgsM-?*q#V}{4ErL4%P<RE>vk+R5P<%%#NMB9Q<09yJ|Rk=9g
zj5H(=^W)nQa-!D$*UjpXXxm~byW3b}9{TnbPOIMTKRWjbXZsTiqVSk1AK@#qjELz<
z6$+ORj_#G)W~QH`AX0hAboJ^(;<k$Y5GID{Q6J*9z%0$RG2_H`x(G!lnup+D+Bo{L
zBo3!V5zQH|pSdl?{60C{;8ESXGMo=r2A<SYv4-Mvvc#l+aUjTkZ$clt2+<+u-sTi?
z+shLd7k5*%vJrPE!(-|VWKBp)2mIBT(}7y%FG`9S{=fx)912qi+~F(C^B&^s25hh%
zF=UvyPdzx+>#DYbyz-GfP~R60?_=OXkk*fpFwtN`HOOfOVrR{W3(g0*m8+zF^PM%f
zfB4@u;g8C<eEV$=uIgT%0dfMwGzKH<K4b1d6>02AN{fmczYHq1#g%tr1Fl7d<%LY^
zXEXBrD?||j2qtsCwHG2nZdb7ftLnCQqyQQn7`*&pCZ<%6_km|&xHM_m0_p=D9)lml
z`*yE}hpjZCND%m)5mIFRxY5&x3dGb6Ww7t4>H&pCB8<+lDqHE*;UD-6k24!}AFX;P
zcRU^9e49VfHnO~M2uP~Cv;rhjG!oG&dhG_0YaNp&VPTxSX1IAn%$A)AbVObiAC*JD
zOW4e37Rr6~#bfrHFQGIuOzW#`JXeJo-4H$d2AJ7HInq8Gfa2lG*p}>5w{t+Q6HH#M
zNlVd+$<eRdA&zn#XQr_5txIj&9rWLkqs6Z4YjgDe!tb4wFbz>vencru^$o$B)d=-f
z>K#sl|34I+dpOhY|Ht2(VRM{e&f2tLVoo`Q+ML>^#FFL|$*G(v^bs*<i)PI!6rw1V
z^C9PuV>&yZk0r+xD*68Q`(uCY+I8K#uJ`-CU-$F%d^}(3m#)#FB^w7bY)uUFQKKO(
zTswR+NKu(e+>JT+|JRHS_`whBX!c`&H=bZSFf61f82q-|Vh_R(#zdP$>&*n~3HkMe
zMi;D-gd<x2b>0=+@6OP^9({aaN2y_^i5+@Pd7Y1STIY%O?Xg?qKl}n9c56#<8B)C%
zkpm5h94pz%KGvJ=&pOqW8qIGDfSbSbIsN={5+s-RSL<}3dDI6Y7EST+sjwdJblh$@
z+Mf(zg1~<>g=-8h;%fn+LKw2btG{nDBrI?p7Qq9+oj3l5`$5hcux)Jto*{NzqF@2Q
z_59Gry-eAL8|->c2RNIZ+5e2ODlFHfj3{!RV(8wNyYc1MunL~$?>OT{SA6c?0HYAA
zQJK{U7$*OAxgQ+T?MbDUpn1np2n6hl8NU!@!YgGFrzb7yvuY&V)?L)WZQhB}`D_Vl
z1g`l74jsrti=X4$WoV64zXXo^-4*nI-IrN=;@;Xo#B*PEV@tA7(FhDEjq#$}XXbaN
zyHymWKmSqeLf~o$cGBq<t9@=&!p(bm?e9^h;98nVr>C@trV7bX-|^bx+N2NIhqt?Z
zzVY2JDEW&?F9_^uj5*qyUAjvS>hf#jJ#tPtnzMy)LafY_6lP=Vk3y)%_afF#3+jL0
zT9Fvq;7%Pq__=9xfBS;6asyw;4TMuhP-y7z^bS(%2d5{A{qdKlABQ@oEmBB^$l>vq
zy3T;w)x7}bA~^I@Y_1>N4mR*ij@HOECR_o!KRka%wTvR=FPf`$KD&xiP9aW3Ln>8y
zUJo9{xl!k8sJ8f1<uJ(irq#W01rdz_nsq-(8t<Tp$(ty=N<I4~9wV~Zz!S_S67ZC~
zB8Ss(P(M=_Mp}fZX=kY&BfxOfWPBWA_XCA!T@Ti&4j>d~-S+t93OlhE&^kdBr$<|3
zleqgWqaCej#=n&#X-s61ql)vFtl#IoIQ_B83d{o|v~!Ma2i|!{8EcTEXXCm-;tF<(
zOT>(3UthA!6jiV{iK{x(m&|vQVGT?Xz-%XMG|$pNEW|Qj!zw$t7>z`{=Z`DqH}Fz9
zQ9AZ{SDL2~rj;qG61<EOU#7%l=3LHu4z{;@vb{nA63;T`69t}w)I5WtHXMbOd(-nH
zpW3KCr&un7%nEUCmYC>4<02wpAXqM9Edgvxn{@#NmRWl@6Mi3>@AGW7woDoaDKwXq
zU{*#{+9BKqy$%a!Z+J>)lV~#DJRC>n#GDjN`OGV39hS<<aR*0MpRh3$Xnk#W<RR}-
zA!vEgA3FDs_3wTHx|9*Meq=F1GLFT1Gokw^p(l^$zvZ%1;W@h3hz+){FJw^>CEQC&
zSJ+FlZq?$-r8#5=L}-r2ne!)C&ol;9GnogdWUq)e!P=Q~cB2+fIq|liuI6lb4eS!}
zyxR!aD-#y8sOL97C_B3g)GK|ea0S7auBpPEA|^(_=ugrZ@U!)GOmmuh6Qa4y+NzA2
z6jmEewRLoqjI@oxnOuWvd11A&2-B+AGAw>0-qR!x_*PfA4SO4<SHX3O82y8e!*VVg
z&ao3iTVNstiE21{aWh&w@k3`t@Vf~82;YTP@Q~x_>V*1`hj&Dr<;T-5XQ%tbM4fP%
zyg99!W9g7Y5p(!Wl^u1e_}G5$Q5e*Ux$#+SQmZ>zS~Um-Oz!XKVJvO%UD|$EzWbOJ
z6pLmvWn9HpVuViN196v$RY2H<$%E#mBCr^>1j1rZQNW!(`8t=UUqiE%a7R_h%3(Nl
z_P4rWfjP#_OhAmsrHgQVXDTg`;S*ux)>)0w8LN^1^kb~%(`^a*F=e=5_Kc&;8<nMG
zKV4Mg@~qD9Q(EY64>BHM7ITsX5UXg?r>zIFN$3M;fhD*g1SQAK<_(gqbputZLu`k3
z(b+CzLehJxD<hK86_$QIr~d@Um)WP?(Vd^1uP|q}Gu!2)4%-Beu=$CuYqFVcFoB_2
z2_!oIp_kj}*5^SKWUPL|*@d$bl}t+c@jqdX!|&S*STH`SQxp8S3?f7D7izOL!@Y5k
zp!Rr>r;C?&AmPqWq?ZtL>9y0h+4b9JA?L2=Gkm)b&c2-e;7WgVaLT)}euqbBHo#~6
zZ|x(wYr<<~X1WV%zut>Jejp6b5c}Q6|6>kf55b*?=Wpp4N!|OWU}yRl^VK9)XL1Lx
z{#y|3ozG<GLu8*~ihmf^-`F=5_;w7txa(ebsqeJP^)Sk7c2R)uELTZEip>c(F|iD|
zMI2J0i^jOyYfj-@M=P-V_3xU$ZzcDO?;|s0{$f8q3$_LxkTE|#e9^W2=4%&Ud~A!w
z0<}(Z{;GLkUUv*vP6b!8*GbSj-eek3VNFBwk*pzMINZhTofPynkn2menugHPx>uPp
zGwfqp4Sy2{iK2Wdp<lZ1HjMg+i{gbYx-E)c>8(a?pmt)8Sux1gQ%U44jL7^<ek99O
zwji^mT?Rpj`g@b}vyV>#yezNv^jIHU-|N0V-X_;Fym#uB652~bwjpHhR}IYG(wnyV
zeSU#0VsKa3l=gI}9eK3n!KD8BR5{EcIp|6wch0_EyQwLY3{~q<Ase@sP`>OnY|=6D
zik)Xqo&Mb(Qd&j)()i%NTk364x=1!ZV=~r%c_*UozEh{Lr=voD-EM-p@9tp1X}u-`
zFth;7g;@F0JbQ!3HMj|h=ijbtYNtAeD%k`La{UmV63IsCS{D{zn5Pd}op1lvYM2{p
zUTJ+;wsjj?fq|Pk>@@`SHW<wrFq$fA@3vieDOvA*#4^~ZG0k`yZuaGv0jA<YIRa4F
ztBt9skeRx_N+sGAY>$3D9=N`7`+B?q2yeM2{AsR@O~}f*H2yK>)kt<?;|CnIF-mk+
zFzL}TEjk&f)I*Q0(G2z+CM4}YAKo_n-95~T7mN1<&zAhipVa5gZ(o3m5kn$$Hm9zX
zi_ox2%I}{JS@M3|xD~o7!6*Ye=OISW3}0GFr{GJzpa}ojEm^>GFNAS|Qvj1Koue;i
zyg7)NO^$ms2IZa@#}XPR6XfTuvW^BHuIqn&4~u(*>g}jCG0Ao5&eHZN^r?m`7(W5w
zRIqCXM6r&kmyeT3c8Ql9_IHv$IsV~XkZ!1N{&Z8Yva7_jbO1bKj4Y$;KHBSWGoon!
z)Lz@ek4FQJ-2DbQ@4w)4i=!o^uazS7CiPw#n!Byq+e;;*?DKN{-)+%Vh)9mAoI)*P
zPnm&Dh^n$NUb@nk1RmjizujJ~s=ocB(J?pmw5~#_jPQp+vX?)vwbQMKZ|{&CtcBdm
z?8~*v8YeY_mbOz2F4x74incWD?T3p9KN=fwJ`_0E{}F-&4LEj18})I0^5N%mU35Zz
zTsbHFk{O)=pVj{M<P@krzmBd5CLHykrOhvxOxW*lCtFd)Z+HqIfJ(#0kzSWOsC2)u
z!Qs!7HxDb?Z$G_0>F8&4cNqG#@fwA3r`S0Ob(iN?GsX5%4hGo66eD)g$&lE`ar%{&
zn%5QG`soyYuBXvPyz_eM&%Ap`MI<-gdC1uF-Uk1L%MeQg_BnKgpYg`6c`BIAt`MSq
z-~2q0aVX-RiKPh1oOTWOmdl%BR3}Do^4M%`wGyt!(VdCe2wUj%-t1e5buhNm)B05M
zKb8ScWcY7$9mux`Ky7*VpAo-{{}B??622?p_ppJ}07C(nW*y%B3EPBok_@zWD(WQ|
z0^^La8fn3X-#&2JEK)%9Z5JZM9!jxtoj`C^MD5IZQyXKm{mKMxf{h&JKQMFbnPoY2
z6OzD_8_3)4(dLcmKZ~jWlWK9K+ZrfpMg2wdG^|JKo!Ap=spJU$s~dhzZ_<NHaOf`u
z)su<u!Q;-kD<au)Kh=J2?VXZyTk=9#Vq=+oBpaoaoOj8p$Cu5`5Qpyr)u#XM+dtn-
zj_Hnnm^!(CwX%so0vxFUkqLPx1I;}=c~xR8oxp(J7Gy14&djE}w(aQ5mB;Dmv~?fH
zseTox9)@4`#m#&!q>+x?2wfQ$hIQ4Av0B>K@VRz<8?RuE7&=o$RE_uIqoL!wqnEOM
z3Y+x@tf+ix!Kw)Gy}-HN3wIR^)+NgfT*mkUJEnV*u0*X1h(PXicfXKCE=tajw4Md}
z^1OWfb_G6YPZ*u_jtX)g%ua+la9Xv|q@W6;)32a(5~!SypnIj~ljvsBE=?YC!o?;c
zHR=>C5u=?Me9NlxRHBKHD^alICtjzzfzzDy-4g%+-cv8OLFQ-zg0Gx(9xT_3x&{Nj
z*VqY?#@<CA#EHO7k#}NJZ1<X~Zl!RD0RMPKRP=#sN>?!?eLvxaUdXi23|I|LwwXU0
z3mA9AndkR$d7bpz_!S;a{PYT1Oy`#o;j{%gAK{_(p3XG-dgL7uF6;4i-mu|=+#Lqu
z8;CW#3L1>q4d7jX^Iv@_FE`y70HI1A@kTDWIr{vThbtF9^uQjCvAeR|IVZju8==2{
zP>}o-6327`+OI{u63%?AlBo(i@%2!zUQWHG=*5lT&AIQXFS+iyh256drQ;xU$Kdww
zKiXo$Oj%)iUefxZJ}s$}UnexZ36-)*`<?7Kc&`DQe6ml~k{`kpTC)su*fK+Og`8~B
z4kM6w+lXy1f-b0eq_e?l?!c2t1Xpf88RM{hq49hcCUqd|Q%l2taI^P|Gm-ptyJ4Oq
z^OgZXbYV93>fzHo@Ps}pe~J;iz<&d~PvcZD34i|1KRDX--diE4zo?t2N}hUNp||kv
z>}7wh#Gv`{G~T(_N9_c-99#cnMQd0O%5nulTZdIo2Q`amYkRA{Yxk*6iwH^z>lap7
ztbeg5{PI>wMj49dvKwfwG)iKAM2~R>t(K86hthW)<Y&2ryk3YCG0CKgvc*afs|!<J
z;DZ2!kn5j~8^6lD7Q_rPm&_)tF19o{ZTjpa4<cqIeDnkLJOcwdy7x59-5eM7j9-gA
zoAka3iuk?P&5}KK&Ygd3Z#0@bIuRgAFX%vzx<rROzdzx9(~v064CQJW*q_w+l=X(2
z(;=NoTJ)#=zJ`}&E<HdA6noaCkbT%$>KpQA;5W)-n@>!@*RUXE_Ek1NT)v|mru)0)
zF8uwQ2=Cor<(fPW!8lZLvC|okc+qx<Kw&Lk)J`$MWSB1+!xhXEw>?S}W2@M32M=8^
zkfMJS+YPj!(&~pkoc>b2+k}krI(MTsIT!@VL}|R`beR?YIBB{W1YF`ujT5m(`D8~a
z`mo-<hz>^o);36hWFSc@dey#MEe-r#8b>T#jU^(&^JA9Y#feCpf@3nNCJYIIm+m1r
zpSH-Hp%3N&3`8_d3f+so%p&n$DHL$3ZSHvk&E#V0Z`T049!Oc!BLi<#$Jiz`UTpGZ
zf3GQczf`t9QpwslqLH)cGK{vwdpdOf&7z_2^-Z{osp}r*TExbYhpj3g#fgaA;Rj!@
z(3TaJdu|WhRcer+D^m#E7cocNb?!!dTRa^<|L4b*c9)QqfvB(P0|9Is^H|=<Td<9V
z0Cj}d@eS))Tz+ih<)*7sZ-yuCXk^W*a<^OyivwR@d2%vfOE)ot+nwyLg)i#(yoZTv
z9E%BkpFqc1pHB?*rEM9{X3q7bP9L56&NfYSb#YAe`ERECIpXxH5hrUyfh9Q_J7^fu
ze)4N7=Qy@OO%P-c1I?vaD_UgLFr=Pe@|D(uakN^fs(;7&<K3qJ;3sdmM6!SgjZaOt
zhm?sBx+DXBgExkLtjye9iw21XWL3{5N^GaZ1j;csyZ`xk2a6?=l+-mAzYfaAJZh|a
z9_CuR#AiT8|3Wi1UC+IN=4b`8!KBj_wqw?DtLA+KDFy>!>0BF^5V*lL8NF1mI`=Lq
zngMR-@*`qWEe-D~&WS+mtU0?`iDH*N4BNeD%~3Kd)!Ya+z=<?x{ja+XEwvw2Y<ZsK
zi3ov0dDePNBLzFBrVkvcbDn_<X^$?*F<M`VY=;*%N?EQxKGp9MaqXsYeY57Mx8xWh
z+V_SR&tEWCYaS{IhfXF7fglN-7E9fJcYFt=Shx!&VW@#ZoL2IZbwg5_S_xz%B>vb~
zBn`|P>us5j&UvwMB=EGttW$8kv1>}lH5iT$t@4T`$nahWWl*Tp3Qx=n8mbIr&$oGf
zxxXMwrnYv}95_);pOvYu>++XH?h(jBtoc3J&Q;wR=h+myZc0D+e0Bw|Hg83!@XV5T
zIShwEz$_=hU8$o?$Cf*gCkFj8c6=W2+zMSc!f<D5Hc@=6B%WQ0C_>z3N8_blT*q9K
z1?#^i+M_(UAC6P4Wm-IrHW>b>jQ0c@-}{bF&ZG^RXHU@F`;r}ED8UVsv#AVVwrpx5
zb(98zSpR84ghl<gv+|<C-+%At^qmWoewrulJ*%TT8Nw^$aJbLLyxbDwz+<%#9)S@I
z?`2p1dj*QnLTy_*4ItrK*6hbQ?}JEzZo-PfA|}C2Y^|t!;10)Ecqqu<FPn>4o^7a&
zy|sB8Bz{2j9DJZcY7EqR+_eLmu#@f(6VJkU@6K&SRL;zSDJiw}{K5{YRv)Z=i4`X_
zBv7gA#o9@PrhBeV8p4Z1vtg|TNmPpcYZkuex8=3&)XhI*-54!l-;B~FZrri!2}n#a
zZ-sn+QqUCKQ=A>oq(ZsrRQt|DF~$ZAvgX8-B2Z${MV~{-G*&dq-VCNIvVg$r7?H4j
zP?^M+8OtseHy9Qb-9b;g@^}%{h8h>raOc*`jxHXxMBAtCFAcoykGbqsaSWXVNyVH0
zQd%6QD;Cp@c!s0oA9}yCD@G73Cpp4(A}dDtPd9?=uaJu}5>J{{pOopn3c}zRjTpH3
zRA*cB@7PFa`JaY`{=*}{2kgm#zuBqbqF1(7_*DQyx^vFv%%h0Ib5WyAb`}oMf?+sb
zCYjr5dvu)D#oejwN&q1=j6HRPOZ@WYjMZt!Bj?22o`Jb0{noM;7AIeZAh9q3m|7(u
z?;twwH-AQiT-gwMBBCyulPlr8W>Rk0K~{Q~n_Y^T3DBCjIx7vtV|Y1Z{hSOWga{2^
zI#-WZODa_Vjs3yZMq-v=f3RfXwCdQ>6eRCOjPBl+-`{54<f&ZZ+|=vgpQx0n2d?xd
z6x$+Zk&vTDM6?qxq$0>)O)Oh%2~`lsVzU$YfK?cU92$l~j#x0f<zm9DqBAQEk;6S{
z>7c8s8J^Vh*Igplh+dO|=Oh*4#UNTHAM5d}5E<>5jGmm2-J1aUI<w%Jr|O2PlT)yI
zg-nBLRlh2`n$>O)CHLX#Wvr>zYXCjfUH|@Atam`Ew?bn!RV=UUO6D4@c0id<-Mv+8
z{3gDr&RPO9w!67h*c80@lbVvesphJ)0agXhc0lBfcbn{MjmHBO8c5Qh?Y*v2`F9#e
zQOFzM36=3gKPb<_d0>!QcQ*b32eMX@_E&!w1RE;IK=+a>Wsrt3SLV0O-si^kt7MbN
zsw~|G@M5%+p>gVS1f7j2!5*u9okG7f!i`m$33-ujTe|BG^X5=i-u;7meh%yH52PiF
zvazavT&Vml?dZgw$*zkI9lHpgi+o6cZjm;`%g{6IM)29?Z@}D!H+=|HExP=lCXF9I
zk24B@Aqtf+WQyn@e6@cEEW{YnmHFJdGKF~DcHdrkly6y^=ezZWYmCevm}$)~fkJ|a
z80PPDRi<~{H^rdbW*GeoG3POfYK5x0Cn{tr!ZR=>H_7t7kR_aTWDXg7(qaUu4!H=u
zUS>|Vx+rDk+pl}8kxK9}WOgNb7kF7ub!-Su4Wu^vYEq=uoXNF)C*LxhlYD*?%5r+~
zvbsqWV#|yQ5kn8yq~qof7ydL`X8P5>zjY(U5KN9FMTB2Es^PknJQuqEXPb_bz>E)9
z7=<ZC&;Ad9x>->pl0Kc&cW%dD`ZHs-S<<qM=VF4m$LIDofr)__I*u%~+WP9x4|>!E
za!#<-IS-svGA7kxxOU=v5IC{MR5vC*Ef1}op^5lx9bB3q^tbhS=!W`hXgUE}_=xW_
z^?d9!rf|=2$9T(Pm`**pVE(|Vio^S?pl~ToVxH)MN_;?+#_8QDs)mj;O*8Xl;gSCV
zc;TosZ4;3hPv1mnS6hA7{;Z?z_p0^IWbIPkc1YN=->;TdJc*3S1i;538@ZU=eHs3-
zI2EVbGxkz+Vm1}l$UQZBB1tx8lz&{>nGcm)T+47mVhnW$|Ah5y=lkppRsK7f`<Ilp
zKTvxruIcoj-THqEq|6qA(6E=Q@Ug2aOWw#;H!k0fw?B=-uPw|W8gnwqH)y~rX6)|#
z4|(vmht*&-lL-yV7AT3O)uxs7?Iz>NHG!AJuo(V5M#WC`)Ig*HCFZEs%gbGL!~48H
z?u4Ca+3#eEx)l|Ky0i4Y^m_98-0CeTKbh7OIDWG$G_!)s>UMS#E;u;$&0NDbKVxrL
ztm0j-J(=7empR^_G8@BeAY`Vs`CLC9&R?nf<$r)~^M%p8x+BO>G=-Zi#GOSP;cl0#
zVs~1B)6CSu-S2l7Z#jUAZYV7+6_f0NVr_Yp=yK%2bvi0*nK*J<R#LBfzM!_tQnWzn
zwPf-&2TMyTV^tM!+uXqW4oNl@CtF!PhK94_PF<_HyGJ$oGRJ0rcUu*3X;p1xw}TW+
zUdI~s?I4<aQalQwP+4|k{t8XO;sVljbLDH-BI-nvWs{SrKcQjUYaC0Vvc&ANl(sM)
zp6@G2vav>ZXkOfa3c3&Axm5~j5OB5=@^_AgJfN1v;xe%Xng>_k=33tft=7#9iA0OI
z$BSm*DJ_|nukyZjUR3i|C>d%F&)xgBlZ?qH8}B8adGZj~L_UvgfOwhQbE6&c=0^-(
zZ(wkvq5Z`a8#isN<=c?LM$?2!8170K9Rpa!%m-%*wTqU0zIE^%IRxxloS$Av!lXwX
zAr+we&@-LQ9b$Q}coj!JwNB~>z-_JmYV!w=t3H+%^ygp24^JfTZ;H{66?^*j!?+2a
zsQgPyF*aQH#zqmqo%nt>-+650)6RSM4CH&mJS>Tx!Qq-8?zsK8)9lgv=;2AHzN(M0
zct<blauJPy!D2GX4DvGF={Jc8361hZn3QRRG9}`F0H0~@HK*;*U0A;J%y#}|Y<z8F
z^?n;bPT+*K(W-~C7mYvRP=fy2sw}^K0(!{RkFPYlSjtP0gV0qh(eY~;5N<#hSS3$G
zOM?sB4SEH0%~G9Xgl=#T_(NMtZLLZUW%7?tqe6adXx_X@X{Xv2Zy*X-ewF=?+x|X@
z6QM%yxlO7)JBTwAAw!(fZod?k3<et~+$hcPq<qQ%MMFK}8?giN9u!G<2{$s?TU#4Z
z5ck!t%EbJqD_=$vq{J?G5Qfapq^&Jko#{f}z$hEY4#z2Da;u}vY_j{#moyOuYjCW@
zma6C#JA;PRxiZc3p2{z-W!55ZsF_oAIcH<O)B_0t+p(u4lgDZ#fj$*1y5@3$zqMHd
zDglh33)HX*w91<pjW{>1^Z@T;Or9;yH+NRAQd#jAKI0UrvgFLMRI{H;1|(_A%(?S?
z*{TsRJedrClX?CbuC$ckT9`w1A0(kottB)SyQ>TIE3JKRQrH>tU-%uMYUx)^Vn$hI
zAw*;_6Qt&*laNz-zXV?xBJld$oQWL(V&y(pWsji%6M}%G1<q~V|Lo7Dkg1norL$C;
zf<1*vqPhPi2S(D1;#j6tN$xBz`#W;%zN=@tu~#XHRYfeOlOZP(TSNEL73e3IVp=J4
z!Z4;{&*xnyNx^5UX)n#F%|+?qrIw&MIHEiy+fbJT#A?EvM|m=f6xAKsbfEDltt`6;
zPDg-MrJ$4~?7tF7yviR>Y%I_Yf}E2&6Ho89aFcW~EAsT?8DshT;vsJEo~UzwpaTx=
zC9DL4!9U4&%=^W1l+W&YpwAfYztJM`aT7Zeee64HleioGx6DcCPiHdp+~d*l{g1r{
z!(6e233cifZ@teWLshS<U3qcH+q*?qP5y*c(;6&}Q;x!vsKB^YL3~c#W#$gK7%o?7
zkrPzrSc=$fc%QDrF3)eV$CdA+o!c8wc95lGFzP2YY#)`L#A`hVvk4xroH*;sP@%T&
zP+kQuyT?oYpn<=kV5|WqK_CMF9R^E^N@C5iwcx?G-=25Al2R$?&Bq6GFFikYY7_8h
zaUqX7riQ<<Kp(9x3w)Ac41I{bxLb0DL?sN*{YbAA@Rx>GBA%SM6_vWhculvz_;LN&
z#H-CEDdlW7{YS|l9(rtOuFm~A5IY#~?6?RXDvtMt*_(W%8)vYY8C>nm9*fy;6K>F|
zr8A-kjA|ht#{GUx>?G^)^}2$#a5eWqLS}GsvhzS(JOJGUB*q>L`oYi>Yz;BqK&v~~
zQDdEkA}=<dB#X;Tg)4N4v5tQZOS3ozF|$`uHi&I~RlOM@!BKGFHx{ob_<NvKcZmw^
zN>!BIL))s1X^u~O7+RJiDy!^ngIPWjcQ2HaKEV6wm`24J8|rX+_Fea{1w^57{rB5E
z+ax!|7miDK!4z9CE8?TyLg`rQYznp<eA<vXo2J$?(?rxLE@iWbQ^dPnohF#Kmgpr;
z@JIL)h5g!CiT833Hen7DYUal%tin?3qr-IzH6o_S2<^JUnI>9MGN{Afs7E-?apa|o
zq(fiD&L6*lo>$QOP-~>Z2>M<22_e@sl%!-eBel0FEcJAR8CG5O!4wy9jM?08#DyxT
zzO9u|_+Tv&wR&^LZfhocldgnle{e*uNIT+ef#2F;RIR3U{Q*JVFQ{x=X$Y^yB!N8a
z3}PT*8ciC0H&b0xdb8n0mNFutr?OFNP^BxcFIcY{P+rTK;~c6hl!DtmT|qbs(XHLk
z!hn+3pgaFJ|6$84&RU4*cO++&^PI-xX+HE>0}CG+eN?K8bN)C=U?y%kk|(iur}lwn
zM<^t7$CI~JK3%nhXy0)p4sz!yhx09OPdk%=nAR}A(VvU|Zt`AC4to^^4@U|epLxSk
z^>=F`{ikK>h2(>nISf+&#>3TT<5mkMYqVU(<i_P|xVEa|d}45M{c$F(dg^U+p9lou
z@tk6uP3c8>)VYyW!O-2dwdl}fYio?M*#Dal-Be9AJn2g0`#B!{AfrCNsnOU7Z?`2<
zc3~jXw@=7oWXN9+^YHo=I03R*($i_PAOgAQKvL}5IJi0f!QGN$`-%pHuebcHMCDdj
z7>zwp;{c8c4xXZ+oacPKLD}w4C2}SFrMJ4@dL>s!jFI0IgyT#z^?8;k*wG*#;2EF6
z3JBcjzT48WjVWe1?diVy8u~*zABFf_z~{eP`;OU$_d3fj;si-A5bk)sG4f>=@#(hD
zS&qoXBabojaHiMD$km~fMqDJORjCG7tH-9^O#06#D^!SD7uBHPk}PUQ@yRqx#?Hoq
zxayN*T$+vOXn7!TR3u8%<gtP2_uv4(>-Eo%Dqb-0h+oOT2T@Jry{=JY{^TIj1mrsX
zAhcJ?Rk?1KZQwQaKjF^gEOnfysK#n=eDv|ds`CZ6<%G7>NEjANHo|}m1Qg|W%4o_j
zYlx^hoN*g6`DprZ^$Ff<Q<Wou`tvv7Ek`S+b~S@kpJ{{pgvioiwGEn);Z5CN&gtNW
z5Vi@tS|n>BSx+1W^8@>4)`UiXGa1nuXnwu$*Iv-9-^w?-kgMasYG=;^qJn*h@Y^Q?
zqSHKn`UbOmDV`UPTxz{f6#ZDDw8hH$%++~Lts$5pzU<q_iLoYCUi|mC(rEne>w5-d
zJlL0~l+xgw<X5X6tfLpJf8lL1_RY{=jf%E6&}=PEb$5BPXWmV%zU@bNDe5by2E8a#
zF)UqXNg51JKU{rZbi5H}bJV$=BX{vlrTBFd4Quo64xBGc!da`H4&59KN)njsKyPp-
z%Q6Uifpe)Z19jnM2DLvw0#3PxEicP9S_=4%#zZ<9?rln}8yA-f!~rlOieuNe6z!js
z9yBL>!^?`y&OG~lZCl0OA%$V^g@sV_1Gu_hmh;)zt5Dgt;gb(`dWI{|ARmfAmu2Lz
z7-BJ%B%sgo9pUH{o{q&B34m2pKr}KTai2K(Wb%y7r0lDitd}3=KXH8Phyf@@e1H$9
zH_9%qY(juGnlZQ(vT&B4ky<ES@eBs1q+x>+ExYna0?2g?YTt@0ZFv*Dc0>Bl0>?;i
zgC1D=6lfsiQfk<d(}w|XRs^6s<3u#j=PzVBh}E(rF^ID@{ayF`;_G8bTIDs*kKw;k
zgVTLvCJpmz{G6)t6HlsdFd${O;}9KR%KGIVHaKjyi9+m<N(!8D33w2ya<ri(|JOvG
z0}WM?iM;S+Ay94-k{&8Rtd^72XDirH@~;ib7BaQuQKhBYwJrA|j$6m;zUYFV3#vT%
zU=wmd1%0}g4yqSge{;84D35d2YgX$-R|ehAcn-EJHq@(u8nDD)6zi+{xk;wpvAB|@
zmNP>*^j+_pO{ol|)AWT1LIepTGFMC^7vuPawL!zZo#epaR9(IL+s%7Kj(bDvGm+}|
z$}WR`Q|!dK7$dhbtXhOzti;bq{n`vwRJ1MhO9xMn<r9s!T~0r0_@Fk%_enxBS{*12
z2&a@Lhwhr+?@q>C<Z~c4%(ol<-WZRn=stVQ>VjpaJ&GFwDb<u_17ZhuV&N7V{FOj;
z1qS)vv9ASsPxEp+7EJ&j=dM2*xgHv>;OdGOj=7z&?r(S5Q-_adB3Jv!5hoq*B44LO
zKlAPf%i}Svhju&{4e}nZvzeeKzuSTq3)bd=QhhXOebj~ycTM25DtEGw13&`%HkOTy
zssM6tE|l=q<}G=JVhrLRQ^n%T-@<StWio|bR$LB75c(xOF|1Skyx5|u&pGZaL`#aT
z*u?(;+t@`j5n4P%T(ci0Rh2n7#PxMO*vJ=cvWL=6G@e1+<Wce$)x7zc1j3EsZawlb
zu-Q=;yP<8+|Hr^fwkGg!Um?u92E!IFR$dz9$5b>xu5G}!HsT@<gYY!L_%2~r$!h_P
zORu3NX38wUyqvkVJHNcA$7$f4$eQSvWW#c7)cCd4@6X1zun^G8ewN?;6rNG2BnXRN
z0?<hW`)?S0_d})hL(v9&YyzIo#8<s4S#f#2o>lnz@|os>0kp%N*b^kr-G1T^8~NSy
za8OW~C%Q8TXjokP>i~V!-n6>wzxl2+NX?ZjK=j06yI*LZIIU$6O-w=)lLQ0(b!4i)
zi}M9^NB%rv@TErZ?QBY4qi=^=%etF?JM#~J81uNkaKVml%u!81=iLrGefcqXhLlmI
z)?kQJ5ipNsAov?0u@%xC;$kqQTGVEoQ}L5As%^%#5FR~bB`_J#@DXt#xGTMGx>e09
z*|sm`s8;`vI|VFDA<!Byad`@IG06Wvv)62r!qTX}U{Yvp!%dfrYO&Q7i|T7~Q+Zo$
zx0Mwdl)Qxfg^Yc}&BY3i<8SJv9~9W{+Q$#ohi)vbY)L>(EQ+pFN`*jTTV0Fkz6)at
zOC753&8{LTVlQ839BUBWns|_YQKn51vL7tFiO6O0(fw{n_`$~B_68^|K#1I!;)J6Y
zN19yZjBZ40PgeZ;9$p4y>758R-W=LXmIW3$Fplwm!&m~iJ@#_Y)>d?Jaa9a&45LID
z_vPkWx(SzPL93V7R6$Crt6#81eZ5*(GEn*#o$Zw7z>3mTp=P6^weB4hNGubgzIVmE
za&ns73Q)UwiY=n46~cSH<=ujiqaCCzyY*c;%+A{5uU_MIOev_t%u{+2oHc1~vNmUL
zi`Q?%OMKicY)y9>Dhg8%KKt*@(!;PQUHZ}S3w851e#jC(%>eF9-{SOjklUNVMb1#7
zn+&*mHWIu-c)ipx>e5E5qDYa^nG_SUHHjQJM_@DrZUCxIm2fk97N!`k12EUlzVtfD
zb%)qk;m76TtY?_}V}sFZ&H;)!vnjRnWiD;qQvF~WyytfAUWa%rFC`|da<E<ga@zQj
z%uFhnWL#voyyzv+^KUV>Zrpxcxw$coN~%UkvPN!Sb^I25P$bLb%8U^5N_-($=5{Qn
z8sNwR>1M1flpNmlhlG)S7eMhXo;u5<UwE{9fZ?D@Ux)Vm=7B*HHaU1HzFl##+PmG~
z9)&QwM3#FB0ud=BRJ>-eYA^cC?ry+qXtL{L*Xtz?V`e3a6U^eaK)sJDHRTZ=+&CLM
zY7fq>JNXO4c(3`=&6_D8WmANd)M)VTznA|%pafdT9nYT4U9XJ>#Y|2^3rYxB3Ivlt
zM#q4=)7IR6m{8K(3V=iFl?Sso(|^+Z`aIQI4)!#-#hMVZnj62qTPWO!8F7|76mn3@
zA$agiq+PlguP?Ah0_9Bq`*(0Uu;#dG85yIb!g-}hNbqi*AD$$1<8!tG6S|vJf$j+0
z`@{%hV8n4};EST`9<D--A;$YUGr1P$rUm9kVbss!S!e_+ryx;4Tuqr;&8^ALv(~P0
z=fXe^)?C!O@tRMGYvGwtRHD2B?7?cpL56RCC5B&Hqor?Y-f$kIYSClUUGr-RY3I~~
zqEfH(SyOX!U?jcSbP?aC<w%*a{_&=!rm@`IY=tZRFjR?0sD~$v6zOb0Hp(%5qb%ej
z4j}mT^-$HcBgSegHa7rEFah&5-E|j|-s8w0$cRD|Ko!1W1Wi}-Iy!3^;NcVL5NrKP
zl+VjI7&?HLas=zn^A5>}upxyWS`23VSu%K5!nYtGINftp6sBx#PXJ1Fm<1IyCpwF`
z;KuPSLCG*1ED_%o)14g?Y3yB#v*^b}uj$I(BxHuF_cm$HM}|wrmgzOBT5X+KLDP^z
zFwC`Cjn+Jp(OpARPb*Oh$*j?H2+m^OI=*!InY^NCC>q;oP#?G#(XwpKHDleSk2xYN
z(%A}onDPoc=)f+f*tTb3V^BO83HjT~_LSI``;!I}_ttyzJWqHkm%ea%=+W*GU0z_1
zhN63=GlQ2b7T@5k`7Y4&H1LiAVT$ya9hQ0>bvoHYk9(?xr5-`s64;Zep~T!8PbKWp
zT+Vmqzp1E@->n^JiYQtl@cTRo30u`aCBMyWn*kmpV>e{{cLs*HVcEscG+_S&I2^cP
zFN!`j)iK|P63eAa(#Me-T;G?(QFMySgSg2p|E~(sOCD9MOaBAn!nO4h6D7+a2$=Bn
zNsS*KPaVsA>wW1o=>QJeBLUf)f2NarS6wjjptib0yn~Ce&E0B&nd*fId2rZ)Q?WIa
zr5E<F?7XKqzWKR}5T}HrRyNj0yud3yVI3mdO$ndA><WCKI$rsH?$ofNa{btTu6=9d
zh+yb6^hI(CRO@3cP<$xcT`Pg2B}(h2`aqw)XTH_s!)OCftnLW8D=sf}rZNJ~3{y-w
zxdBFi@LEg-CILKo(^*+mX57k6_7y9}ucf?<yQXD&$PZ#-ZxF*bXsU1R<J{}hWIuW}
zEP1p-!ne33hY`KrV|_~}MQO~=QKI_Z<zOA@e>Z(lS?Ik{<Cj-_bn^c0i`aJvtmwvx
zHTWAejE*I0mnKVmvU1|>=hs9z{}LGf9QNR^3kjTreO@0q#Yh-+Sa=OBuff5{hV+8m
zhEasf?}R(MUOwg)CUldm@l$ikRyLtWbpx;e4+y&`J*{S4Q~pH3M4C1TSO)_Tfqwg=
zk&dBY<#%crH6cr}I96eGDLby}p&9E2hTi~A0{s7Ihk5UE$T>cc{mT+Y$nUGIx!ty}
z+Z%-=n|WV80`qkk5c>1FKZ8*4<Fy;A_z8zDYRM~F-3uXNnAIYGWy_3d(<`-&nY-#k
zlJ)LewT*w&kbF2;Hk*NKDaMjRCzWxE!<^fHwFrgT2UIgN_~SL&=5c{iHO_k<6)t+L
zhbB>f4rE*<@ce16T^1Swk$v>T5RFsi-S{iu+7l_(OkhR@0Z;b>E{6n(Dd7ax#B(qS
zL8X;JkGyFo|F9GVa*&iuvph6FJ45^^TBYK%NNBJh6g8Fqd>&TgxXtp-|1BEo2^fzC
zGm@{d3p@v0r9L+I9S}QEa2kEKb@m&C!qX*=tA%|QKe<=?U<-J(PgLR@fQIRh4g!j`
zoW58N_S5*t0vQ@gzU_4A62ye5bBuQkQgt?MZWMf4sV=UILNobT1g>H}#>BY&DUPk{
zl6c>haRP)kGjKcmFx2mWr)#I6zeiJ@W1Rglmu>KVs(^t$t4Ya5u%op#&SUubxl36t
zJ`a`Oe4Ysjzuri>&*}yg4?p*LpQv!H#co*LomNO8aXB^s*Q}a(zx#zM$XT=px*fm#
zy4|I(ZdlbugI*w3kb93UTQq_J50XL#O?KeG+~cCoOJVP)p1Vq8zhr4A3=Z!7;MI`j
zR0k|BfHyLG!f|@nO(*K>%Q+$8noz&yC?mhF?hMWL%k1dx7Y75IQ$AP4LA@%fu*MT1
zABGOHFKwB1YM(5Fv{iNBq&Hr##IJLd(1_;C{Z}d6q9R%&?kuL&TTS%%$kDfVR1>^T
zB)T5oL<ZQ=aa=m@jDY~;=A_FV!)j}i<DKSZ)YF-bd)dajGHZjC8LGr6vxDf7b3$LW
z%edQxdaMQSD*WsI_uj078HZ8A9eRj+l3UmvctE1g&Hh)7bt%}iAyB9l;;<PKare3{
zTuiKBc5(@gO?$qUX*7EG7NmrtxSrWwiE7dw)v(N3C<<`HY1^G=;)uMq+!2bKkAh@c
z{uYVxi3uiG)l%X&Wcm5Eizg)@V1;7%kkn5j)9>%X1>e5liH}x$%ef4LQeyK8N)2Sd
z{)8o=+@sYns;7dR?H(yxi`ku#170J#X8?19$|&X{JYTMSjXxX=Tk2Rqo5khae0?vw
z)MK!V9lb_q;0UatbPSFV7tJm%hLbQEeqk8FpRPUO^c52l;Jqj~{x`90fb<FszVC*t
zAo?;Wg7-J56_ZJGQQDgJl=pdke6CXk);R7?cJ#fvm^>qq3*4#&CMgULRJ5#2gV%?R
zx%x;!3aPE>eCygoIDvU-f@`bhxTi-c`%amv5OwjdF3)0Om=AnSSHVFvhv1xN$U768
zIQ{+`2OCEz$NdkmmlDH|kf_;$ldGMy9&Sb_k+Y2xKpSHHlU#nkZ=q7iDzLNBq$3HF
z0gsw?wmv+qyU>T9`2KoBwr<w<gUWp&*2jl`u^zwwdbr@fKB7Ol5Ixa!CE(=lh5}vp
zePX2lxS!9>)lf#E88<-fGPqvS2_Ga4;%Q5G!kl*#+C7473XtvGI5b!MwZ91?v9Ads
zKD=M@><3&%L?GuZOe_LzQ*GI$+%ibF;<B8J_<OFVf+iQT3}6t<)3J6Huj(B?`@DT^
zSU*#!tS(w#D55WT=q9fK#KcR=8%N3v5%zxSAZEU+LdK!nG9F&6pdUMHcX{80P(gaj
zmir$dViSe;zcCKipJ<3(`5vcFw<cHC_Ug^V`mRI?hm*X7AI;ppQIK3*5wi4EIF2SU
zP+cE;aQUj88yA?XnwejFB5~u7PDkMSCU5Uy)(&0iiHfDbv&gfPyrUbTKOIFyFr-Un
zEc+e_)z@=5d#zJjiy5(NqY;x4i7)vslFD+;4T4!EWr)erNuCe8BeVQOq`x$!VwL;Y
z1sf`B+#p>w(?8Jcvg;jfAzm9(l5qHwteI{4shZWcmfG82kN-cYH6?fNKz!`sy<h4Z
z<Jjj7Dx>1ZOiMA}CDw+io*p)YqgvS&N~ceNLxWeml29k|^2vgcmeUJo(Y<K3wRnF0
zORk3hSnBgbn`I&gVGjRx%5R^0eE1Q2h+RK7hyQTc!ij|p|A;L-s>v7VFbK|TsBEY=
z+`57&t~hF;7kOze_Y&7aq-z#t)N@jX$1no*cdY(Hb`2J1IY^mo!l=Eev*W}uH3g%x
zXPZ@GNS1JL5^C~P7d#@T!1iMijAH7`j$`n=2aY8BY=&W--xI}OzmVPgJ3-)NxR+rs
z?gjp8+)2iv8`pHU<)f@W_d0qyP^d)IvoY>m6Z>CCNN$q`M#Kj3x!x_^XW9B3mv0x>
z%9FVNpTAH!zFD|z`0oSr9u9^nMYL;}{>}i1!*hEn$yGl+B^spe9$EfTy9u#G^lwCW
zrX+DSv)aR%f5tII4!kurWf!YtD`iC8XOdL*%srJw*D^#7cZ6efH{-$3Ac#HeL78jv
z73J2}Pc1K`55lg54J(&bBc&(?PR#VRVnbG+0M8TeN65jRW7U;jvwu!0Cn=zl2#(EN
zg|UB$oD9mJ>}NCljJW3vee!2kd+lsWF+k$(kxATX%d?~dFd-P0*oPlR_g3q>>KNt3
zR=_-9DVJWvLrNOp#fbS0qT8+l@<IsPLpsFY%khwDE-;f6$JkivLEn}$=&nWyyCXtv
zR9_DgWWGO3IB_zAqRmWaBV5L*)FU}IK-fKy6d76R12=CFapRcnY-?3tC7(JSx)ELu
zCyK&F%Lh9Q;qw2w?mqs&4}~nM;Ht#|{+I~f+VzO<y;M2;nX%tZ7yvQ$*~;Gg6{E~Y
zRaRdDU;^A0ixfVTPHr}D+M@9TDU~yQU2%%-(IusEmKMHaA%iwhE8nO6d@(i<jHq`;
z4wVRcQjWxUo_U5CoK=nW3cNSDZEofC9-NHw24IBHDymdABeSvfCFC6W2^(hpx9ff6
z!>eSDwT3KZGQ3L-P{p<sm&+E0c;UTC)O?%(o3p_Rfp7rNWc9sZa-&rR5w7;GRWh1M
zwc}&@nux)ljIUA>xm+y@m_%@nt#gdpGv1ZzPV8CR3~|VS4XQYq^+7{uPE!Tg0Yob4
zxZE*=HCBz{U`DChxu#My%*Yh<VmCe>2N7f4t3(>len;l$oEP$dFmzaPcL8>>FbGl%
zW5BQ%AuJ|LunbR?<Y$q<&{8sn<+OUaP?<u`p0g*KNM<N!XqS$n(fBYMRjD-h4&_Yo
ztO@&y^A+YBgvm^=U?3QzYLZN4u$Bh$hh|>tD^ziacMSpHz0i^KWz$I89_Hui;p&O7
z(XEXHtcra<)0Q&|PL@Ri^bjQA+NBQ{C{86Jn*2nRNFJQj(wXSjd;q=A<TyQ-?n5~%
zydyZpuS(xNya4Z)e~;((#2v%uT+NgeC{<CI_<PMJq-7!+{6WF@bHTuw?zm&yM>Sy=
z{}nTiC@%5Sy$m+ZY|I$i2_vhsf2SpjGA%K&MakBv{A>?M$Zkdt$*JbWwNE(Mu^b(8
zW?V~uva9;w#@oheXqES(bk0*sW=?QP!P|$&8J298Hj~-ygYP5YOK5OehOI5^6R&5C
z$^%-TqBV%c#jVVE^;lV4&5UK~4JPC~McC}YZkjX^_sU|f!tync6zx_U{CVEp9~mbY
z@Jy#Zm5lv6kJdH&bZuX+ZS*=YZa0sGhIuQ{giJRg!w(iz+;eJvBR$lVclj>pp63?F
zoC)yJvdwMap46lg46Y!+iz3gnPY$EP_}3w4a;?2YvMB<VFscWo@ylPF_uI!$Lq}uy
zlT6~8+Y66fhp(!*vwRDv=hu05iQL#;RHg=a_P_mU=wnqT2-0+oU+z}RaXT$TjMUAz
z-{wTDiR0O!KTAqgy=QZ`b-H)y3XySzURoXKmckqg`Zu%3N14C6+uhQ3EZO8tO+GnS
z*NKyi(fE`?+>VUXt?|ec{YMt-HPrf~K+85liW$I71$i(cx^58$DI`v`wF#?0A71?G
zoCI%gw_U9=i@ckih5v0~y+Uo*!0!8rC1Wx%zC(ljoam5ZrmAeNaQS%^%Pb|w+NL%9
zM16yK@`#VdrdOo=^h=4%tE0Oq+4r)?5FZN$@k>{|)IBF0JCKF}rMwT1oL=5;WEI*c
z3^Gsuc_a7WR)U1H){o?>wXR*t?nl_k{>*l#d`b!)PKJ!NBO|*<ADDgRs=0K(#P;6O
zJJKM$a2(ys&$c{6)Kjf#P<!(ha$dR69BY2+tw(4yzf4}*3jtapdh`+saE^8j$e7sq
z|ASee3!`|y%*65Ec(~{{_7hBh9{4?rW<W5oCCI<W#;NgT=U6Hqqage2g)_`FIg^6a
zpB<3{(UmbwlHw$}ZrpcL()-`MWnz8ew|9BgU?L2~7_FF_nf03!%%sjfSHS^v1i{8V
z6K$@7JTJPI1w?l>D4dk9ql4j#0}!r%9^CT&1kwl_M^V2Lz(3J+?xYbaxh$Js;j)1E
zel(WA88GN#67>Xq)vU>qnrWw&0|TWkjNACgWNuX65u;nSOucPIq7Pa%b8tAEU9c9-
zuo$N}{gFyikv?HjFC?jnNW!TSd1I22tp^4X9j52xWo~wdK$s-R$@o#m$*f<?<{IY9
zXG}J7f|o!qOsb41!&N#T=3Lue5DsQjobys+_D$1`aA<9l$0+BMAGjf_MAY~o!E1zO
zI+f7&1a84W@1>{!hE7QWTK(kuJR2*TS|?bl8T~3pR{K>b@gH(0EH%-l%Dm|k)h!HH
zF?QyOM!}Yb)aC%ep<*$1-qX);5^k0#;PMcDxh!8LpxT<XG=5D+U+K&U=t{Dl;)Z<z
zL(HH)?BijOVCeD(cBLj16&ixo7|>KUZRu2=G8wrt=kw+SQ8iqo=i7HqkQMAhgOhOK
z0+Kt~hcWg-sxAOjAIfacE6h&&H!se{P7$5r)9z=5)pMk~4>|&fVhks#tf(G%fJ)?Y
zmUVgE`npD~BqMO;vfs;yHW{NU9gwqHslVp+^|WtaOffiHHxsi^A7`)asnBQ76+6)t
zfTToF`%J1gsIuPvRN3#HL{GXh89P-Q8NN1gD*&nL8_r?16&yYuzI|~W|E??|npc@=
z3MVR#k*tBBAa+~!ej}ozuMlV|uD>_&Yb8kP+4Edosz+%F5&f_-^B&t5Df-ZvM)xO&
zx1UEWbgg$BUOKa_97sBO_uf}wwumPsQ>nBBM{`7gMf3L>1PB0vG<dyk`&e-veJmu9
zYulTnj#M>0k9;IGaT-2G9XbA2g`}`iQX)9$iT*jk7Ez|dAeu5V63eIr6}OM1OZGWr
zfye@fw>hf8TOK^0k2{MN<M`exsidV0+Ol_G*E6{;zMTw!kP^vxWtM#0mmh8&Q+U}y
zK%lh5p7rDIv;3H^YHqhbzLdM<AIO5L5+T<FleXwe;vAnVQsq=C(Tp46Z|Op{T6+6H
zvI1^z=8cc%77BwTo~ZZ~=hpcF$8X_bOUZP)!w{t~cp>hY#gzx>&-}5jnHuI)L<=+w
zI90XT-KjBspc@`dm&|><*3LY4?>~5ho9A<&M71Y{N}BIVJQt2y+cLwU?zAWPBlm84
zTYVrtkHP%+p>|~>0hZPtR{^>DE>!4TRCCdowbLY+SJThAs$z1qL)`AA2MU8}94yQo
zzx~~~=CD+@Lt_H6%x@Xpag40g{n27K)JWaifk}4%Yd#7|4XBNoTs54x6G`7WGdMyf
zP>7M*o|x^A&_^{y*Tx7qg~N}EK5BK3*2f-g#bXCl2l_1=9LS_eO)Ix2AHN9>X%_ZU
z=_E=fyNu2f_t1z)xDrg0abk`W#l+N!>jo9l_a@bUB&~gxTJP={Nqp2p;$K_ARnMd!
zx;z*j$7hu5&cX>{R`;3CyJ3xVw0uY4n~4&Yh=!^d>ELE(1^eKlf)`}S5edPisbXO_
z3Mix$0xEfax%B-h(Qvo71}4FZ*O0IwyPD_RYMw9?TWHf1VeP$HR+R3CH=XGbQ9&qu
z-H4{IgjwB<N=+;Wd@n9{94EW_9v=iP6%+Z$C_0OKdU&ND%DA+W(R#9#2`mCbG!9&i
zeNjZ%#(<hH`k&;C8SMuJA4JbAcSc6crjQiY{ZCn)gmd$Yg9#EOG&WWrQvCH#<%p?w
z70Kiy1yT9p!bz&Z64mxdb4bbyR~wt&IG?pAdNTIr7XSYET!C<+R?1FS^HHo~D12&>
zB+8NV6&pz;8~p5&Tfbo-(8k>KP9%RZl;d}~`|uU;_L)S3U!B`Y<V2hZ?d3L@>9p!Q
z7z!Q_3LPslj%91z`{&`w7u07!o%Tc}s^IyZ|BtV8@n`b?<Nh_~usOsqha5I-*o+*$
zIizF`wF8=w97~HiADW_m(s$;Z4l{EKg*I7I&XIDKFjA=;rc|brln&DIdtdh-aNmEy
z_ShcR^?85Zuh;AO`kH=C$vrE8=NjMuPu(}1DKlJ<8|Gr40?ivM@qt5n6=|q?r@+c1
z+ds475qz@<8o+tcs?<@<4%xBK+zgY`87nX!?LREG)@Q);Edzf5&T8&bZj(%eaiCG&
zm0fK=LqskC&13Q(Z(E=xTF{I?VaFbYCI0Ib1*fI>bRJHxbsvy%!}5+R?8u+)*9w{Y
z89n}43b7=kv_B;*$J@=HA)|OCwB*b+z;sVi{M|nj+KQAGDZUHhUM;0|ycL5)6t7$z
z<9dKIYWb6+vuX3H{d}cgM(pz>H|ySk`Q7gAUM@lE+sJOq>-&rGIMg!GTCb+4Qo+s=
zng6E9zxM6on3tap014qaE~<*Ih}wDP7|hh)<aMQcn_%GtCukTaKA6e$zMVK+6L%^E
zw6zozq*b35dkjBZPv7CLTO2?49eBIx3Z<^m3{mGjwqzWD^@L#W6hk6+WxZM2JZxIS
zTCVrxiy}r>mgO*K*>NJfRlO*8_28CD0c?RIuBP6=w-`{FOu|t6jFOew6%a*B?sRnZ
z>&I_LEb<f-6e@QgF1~Sns8xG9YHwq0NBb{HwDd;fV*cobrtB?kLG+L%sML2&_HnL~
zkE6cUt&CKPH~j-cim|O=8&1SCxX^d$zyG<J`grm5J0e+T_@SmvJuU+r>YHd&oT1HX
zDz(=_%X&A3&V4?UJ?hs*fg{KS*GG=#0Vzz1iQ0)@*tXO&epea(iav7aN(XyAr_{vD
z$sF^RvM$5Pq1;|bZ;e*^{To|PtmP?nDK9xrX(z1RxKgkzr^~`Fd^u<vboT>;(EsC;
zaqgYURK(7|-PKSgYvnuBH1y)gNJ46cha-K|KkP>VM`fiy1G$_w6oAEEi1EGr+I7ZI
z78QIhZr933sNc8uPj5lQY<p8;dK|1nm~&p+$5#6{yCMyZC_L0)gZM|Hu>BcQKoB(f
zz~Y9KRIYopC+xpzY+^}sfqIqxqjeBf283;1tI=ylDNM~cWD!Ik%h`uI6Z8R7#-9f;
zi^DaKa{g+6{?|&YDD2gP+4kO?DG$bta3>kDtX1SfuIetujufC8+xG}GU5~<(mVW`?
z0S^SZ<+`k4`freN0v$vOF#m3HNE&ORezxC&OT65sj*Gx_LXDPFA{W?@?v8w!1Me)t
zNF<E&HPsHe>s$Mup%0D)utA1$>!tidgSX5hJI;$f&6oCq&^#h=<|@7^Re5aDa%j_g
zhmJv#;{L_Q7Y6<V6ka~_XA2x)s4nzE&b7af)Hdy`twscd<l0GlQ$9lX(@n5}$YLxx
zF@lULkkMBMpD;H!-RQ9dS@5F@V-4=!O3I@M`CQlh_+(pK>)+U!_i3LqsPsERM6Js)
zgr8XN&wQIYdF%D-)P?c2`NJux*wNNdERaS5UA~$?f-*hi%PFthsK&lmk@GJ9B<u+N
zmVW4*=0P*kzXPzTfDT5j{q!Zix?DbCap#TWK=am9a?c0EPb9r3Ns)_2x7mMHPi{qQ
ziwq;_o)f7mt?Jv$Y~z?Qh8A+qo2$ex=_#190)pv%(GrDQdI)AwX^RUr*4j*d?)I<}
zPbnjkuuVpD#LkDcqPH5FX?Oi-eAsD9K7d>g=~n2DIp$=0=|n+x4y1DB?o!heG0=1I
z(^PL1qJk5*`{$d5wWHZGR0SYsM>=Q{NA+uRc&pn~KlT+wEe|I0X~6eK!3X<p_B?w(
zl&x9MlQ}!MS#|eB-Q~mG1^StE(Y5S+Gjf<;IfCb6^wHS=$iRr#Q8jliKf<(w;>}dV
zm64I%La3_htAewoJ=M<-IAhNbDD6`FYq9!d%cD#Akw5yimNCLWvK;$2UWt^(*5nay
z+Usr3RJPTcmD1b*Ae!~CCa$kI>$Rnlq}%E@n!wZHD*7VfszXXL`Z5cPF8VW}>yq|A
zc1`YmyeA~zoC(%QUTk!{{hc{9Zmg!vA-%o*17kR2{(#l=-b-8YY2<o}=0P;0^mm|d
z*p5C^-^-q(>{~QH!SY0T6opx;OujX$->QD+jJjn^MD~Ax3YD(=#X^^QXGOC+&XU~v
z9!^+KnR)yEl^_)RMfn_6MRKsTX9VOk##PJd=5N=(#`@*{j!aHc_?$Vhn4i)N<t5xt
zI!NWbe)SS+zvJ;`lL#D+kfmi5&K<$0v8UvlvIScll<2&QE=sZ)lAyy+=qpue{91rg
zP;KIpbj#*`v3b{1dR3}V|2gyH5Rp~F-PB&LOhg*L_^#>@_W{X`K%b}^vsHsYWDfDy
zQ3zMRxPZdQ`1ZU5`yE4FWGd<_#R;=)6vAHS?n^?suV2q(5PTWX)WFuwO>F2VKvY*>
z4)+=RgoR#DxF4^Q5g%L-i>T$)3S<z2zU4t72t=vg3ZX9-=<BkLFsqGgANOHBQs)<}
zYW}n1cI|2L!s5=H%Y&sOU}}ZV0s&|x2OV%@{O7YEAGf|RdF2YO>G(a*Y|Fq4ObQ9+
zGbXD40Mi~*FKe8bo6yN;hzny8uR}x5+271n$SKc<jTWK`ij^m?bZcAOfP7(~N5i~J
zRO4iSWtQ<=Add9KdMz2U@5Rp*5C)e(?rBEQnEKcGO&G04MY)b+BG^;Vs7GLomC&k-
zH60`A{>1{>E;>9r``bg<rET<LY^#jEoC0*aSO2EwSL$lyBRz8!n?eFUJtI(BvY3uU
zF=AcLB}6F~-8BnRvk3DA2UevY`tSTa!VdffjUN7xc)r0UzkpwiB#Hwc<CJvS^220%
zRf95)+XrYzU<A%g**iimqWRG*wCmwuRc5nh-I)B7ttrNmv*(Wng%4Y}i#*a)*uV_N
z3V?)FR;%PZ*av6^mfwGoGTpj!w!CUQhJ2hu@6UjD^Fj=jb?knX8Mjb)Jh!w16Md$)
zotisp&SzMg$%W_OQE~ssNatgZD@^V1vG~Bm{ObpNyvK`w1}PX1;$ESEK6<Q6VTAlv
zK4&Q4GsmiH`w_mIz${7;&3j?|){&oZFc^SLbJc8sWH~K$CPAUBdr*Bg5*^_Z%FlX@
zd8dOT0nWmHnePwH9f0cLeiEuPrKcJ(6m|D^_33<Uo+ZL-{&m9cr)znHbxV}v=j;e9
z#FK=S>pVN(Gi9=51z+d@FR!QHk^=zT^gcdH#xFHp=bX0vX1BtUH@JwMRYa5m>qkXd
zyQJg7%c|qrpLcY+@kEws<YcX|Sthi!<Az1b(@J%mr?f52U2SnQq-RwUI)6@5``%{M
zBp}Fb#w=USu^!q5O2a2>!e!jPht9ob|C@VKT{mO<oyK(Cio+w+XxV~;p^ii0`=(_$
zwwj%CoU#A}fm&2oSxa#Pc0XBt^awl@wisth_hq2W%nq!)-Jv_!xxL>xG3tpciA2Si
z&DeG2Cm65T&0%d-`uW*XQY5@dE+30E6&r2@O)EN&?T(dCkuAP|-(~kFcY&GEn+xk?
zaH~U-P?^%hN04Jwq_*nuQ~uvB4|1-gAG>L?C4F~kTHeW_@G?z)3zAD$9`ZEq|Dp*g
zo?hYE0*U37h1mQSm!p!oRsFfSzzxVfol23nhv<;^6}m<_UO53~hEvFtvwQJDjlwFy
zPkIgKp$banZZcuZzuYhrW+>Ikm7<G5O!-G1*f?TW*l$Zz-md|UUshHYA}(T_KJ)C0
zO*XUJfjOI9n?XjqcXI)fs_KxIgYob}{(PltKHfe_lN8n`sQ@gx9S$A8MT1bz(KH(z
z;Y@oxB_u-x6r9!X*K{!c-5$Sc|NTV4kQ9aj*VFKDjtjOxzdwI7Tk)^R0_k^c+>H3a
zYrYi@wjfX_u4Rxv{_(YJkO2?=48glU9lE>&wD@q_Eci86+T&c!h}N{ge)4aBMa%wk
z)fVP9t-y=jvl*zHO6rFrwU>5h=a)s4iUk~Spi<p5j5-&Vs3U#i=T^FvW%zR!xU6gy
z@ox`PEXwyE5l-Gn+WNyi2RtG4r1vZn{~he_>BvzoofKk@P?FW3*_ys|ZlHWNvlR$#
z`6+25<;BA{j~fTbTEUYH^0iSrX95rkR=+Q!Vdai^tVU!?6pTo%WGmMz%<gZ|<%GyQ
zv9ro9^}%#uc%h@F`H~;shq4=SC?qBCNNnL1tNX1Auc36qK>7YC8W!W6RRZ3K<~z6F
zG%KE<kK!YJFrRwP$O4kKMdJ)SCZKeO5+bd8y#Pl-{gT6{K^tcEWOO*`pFDu9Zh^TC
zNp)}Q{aNEzRd?1%Ev#HIY@I|!Mg(4(wFKrC)&h*j3keo-o*a4;DP+3lu5TDmAlk3`
z*6u~pVbIM)ky%OUlnMecIGiG!{-;)u^+q2ULil~`+txn!LsN&4W$S#jA}M9l%Y`YA
zeNe!LLsdwMqxL+N-jDUr*vM>37NuxUvkfI#p?h3ZyU!<eO4c4+N71mBlsMLmaCD)s
zSN3v{bVc!M@7;!M1%iNsXn4nUCFw(evx@RI(E{v=<?^qe#oYa~_wj#Cf?Iaei%Sy^
zeK8N`uANp?ehWu+A6W`4FjW2h;&hR<rT@i=yJ5v@yb&sLd(>d|4X9t)wfFQp6_=zW
z%1Hzud(VZ-;<>gI$hQ6o{CmW|Bm3K_(20-7i_Pl6<y;C0wn+l0c?2-ZU3R@}Vr{!w
zkt(}1)!B&+muqAz!z<bHoIda^>SVLCrO7vG6pl;}CFY!uH-6+N8k_XfWU)s{Bnn-3
zix~tLCb_suw)VhKak#SlEN$>RDb8dI<YY&OT>aX3f_gy(LJ`^{)*Io1!xf^B!>ag;
zSUJvls%{G?#5RW!0ky?|ie^<<Qiz&L^+d#WA_i>w+%Xuq-nsqzHVR3V2;?dhPW7vC
z-$C+Ogl#)=nx@NLxNQX9PXb0&l~pQxfQdD})aq8wN%ENp6Y%G8UJr@WX4>*%j~7M<
zjZDAYRlJ}9idGfe6_vgwhTGeFvvUK;6|z1xajn3N9SHX!O%?LHw3A?xs#QDHDJoDe
zBdE4s=WBXoSgdeD-Vi1eT#}*t$>w5BmqTICRKh-rHwt0fOXr^X92N23vGkb$o1_nu
zYZNvP=(N?4=~5vHkXSPOYJXb6+$09_KZBNhEnMUf+-d-7#+`eEs3vWCzEaSA>xot|
zhTn`W<D7J{baZmA`F46IJ07-mcs{i8=1I4epYi?R4T}WY5a+8BzkQF^!qY3Pv1}4+
zMUJh{Zpzy@`9ier`+*8&8a`~51*ugp`hkMb{Ha_Hwq*9J-dgN=#jY|E3B3jH>cNv$
zxWz-roc(6m0InEN<yIozQVoV*_k->i(u8T9{dN1$;n3hqs!1Nl*u_?Ke;qYJHYP+y
zED+4jbWR5pvSeQ102!F$b#fATtt|g4H_8e``SAkh`ZEE-4uzgiqbSiKlmPKPkm9?-
zX%K~D9ON>bAB3~XAU`RK6LRZD<J}7-Ml`5vS!+z-?~`3=qtm<He->F`;iXudYoK)8
z)vuQDK0ucr5?x_74TP?_NHR+%_w2kOc^+VV>R80Rc5pdhjrs6G^1KoyoheGLpHDof
z*m9Z-m6=HOtx9c5eq)t^zBjF;y`}8Mk2ZA(-Zz*S8}jL!AQX29R6wsghoq**8N>P6
z+fAI<p_rT`sXcJ(s0G6#U)jrblqRlAX1T3+&1j^=qw;4ntswoDslR)I-U}ZUwO)9K
zYG{Q_oNt4Hb2>Zzus+VxdzJd^XGi6EMUS9|<$<jLgiMowo#EY=UjD<en1ItS;QtZu
z_zxcmF{M~z3V>N9>3zJWMiZIWUJkM>e)vd)ZMn4%3k}Q+D6opxAsWpcJNRs__p6@K
z%8P@m=SKg+SMHDgEd3sjc)~{<7<}B={jsCRehTsT)SVN<BsyP)Xdjy#|MAl&Yi_vO
znMd0AfJG*jim^_Za4a$Uvm}UHz5oA~i3v93>F(XGEYOkzxzbX)bA|M}r#a+dVNy0O
zczcT=_Nog;618Zr6Zs6;am-d802DV%fW4+ZOHa=!4K&OYu_{Fb*AkY)4h>fD$s5|^
z#=*E{Z(0()#Px*!7@U6T2-mell*;g{iQE#J*K=`$W|>%%wzKo+!%yx~KZ|mR&2X=x
zod3VCw^+Se;X0G){401+eCuL)ef;+76X!nTKftT=q{SpUZ~7l~wZ6)0{ye(dO!IUU
zY3CF9*O>z^M{#2K0Kc>oKDPG=+ViBcIykuf)$`*%h0{Qn0HT5wb>MH~$mEn1s%C>F
zz4ULYPK<@h?EIY?RfF66YvmZg-qZQ3?YMFMrbEavStjbhVyMfJ_S@s1^N-;^7bp-4
ztM$4M%on`^!<C4N2x>A`@;z$D!Sl(AbXGC9nzSBba5MItvd(*0LCpzGn5+M`2q%X}
zt`2LT7Cp>qc8adLmvH;;Ym`+yXX?#!UVcF$L(pbMkG+}y0rUCJ8v=DTcM<5|yh1gb
zpC|9@6l~A@qTiljQ+J={DG<3kVghln$6$j2*K(;u=9ByF{^1WbAJ<f!e$N@^+nRv9
z^Ks{D===|U9ZZ%*Rd`~Fy~i7fIrHt{25Xdp2)rB7jAyL!xr$-P<q5BoUoRUw{WGqu
zxWc7xLei<C#<H&M1_bxD?IHP$kZJNofpV9I3B`^3SMp+OTcBJ&+S}!*7%Kl%d_kCP
zD=?B04@Hgv+O1rJ4|hKXwj$fLM5pt+u{c9Apt`=y;LXOu=v;Q3|Ft0%?|jO18pjK)
zC)pj|G;Ot{IGu<<h(~(B6~m@WW-S8|A{S53KCOrvJjL%rk_lSr=0BOwfvv}l(N`%p
zsOm-v`UxC>S;i^STV;o`k`5=sb83%H%kVveh><WK5<yW_zOk%zWv>R*)pW8%vDA(M
zL2<J+Wp?L+2mawU^U$!T6(2;-cm5tJnjPbpUYbj}9z^oEAZD6d;pEqWDuTgczM0!C
zzALRlwCA?GES>s6Ab%Jm#AI>D2*bpOfqO!#g&53?+J{(I{{D^fY<3u+4<LWWYjMov
zJ{}po<S=TZS&n!-<A<iKckfffTBtVE$kR|!`kv_iu;rQgOPPto-`i_I7+pQGN!2Je
zcH|Kek;!>WNC=5hDVuHU`2}`yR#88wzyF+K@$%<}$CHTSe^ubF0fEWTVdvLYr3C9%
z<qi;KTL^73%_2{IRGMH~Fd#<`H(pcJBWfkoLUyU#(|&Zmp=?el&ndL!m+$&tMY$q6
zywRql)N|_0-%%Vviy!j@l@aHBHpcZmlca%LiU{BduIUvsWm|W<*kUw3aEX)<NzV4S
zU$nL#9Tt-))8u=yQ1x2+u3}Vx$;t#%&7GfX(LTybe09A}Z_xkn@Qvl?KF>A7c#|Xd
z{UyQ+&y19KvdM&<NgNypRkEBguy%sv_ZZ5_s$Xrd3;Oq~C>#Cpa!>UE#rmu|21m1P
zOsq={IN;viPjf}K-r*G+?g_Y8#-e%_+Idb3dZJk^qM1wU1^oQeh7Xii-m(bF#&N9#
zE_kji;3<QE$7!-`@IwFcCw9WNo0rh(ogh>5L*(rI-K`eza%;pxTU;y!Q8n%70;CT7
z+T(ptD)&{@C^hn_i?m%f;FvD#>Xi%Ctg$LQt0l7nQ(In;u*jR}sUT`y^^VCOu}iJ6
zo$H$TaCJ2yIcE8LmeZ-M->9wWR9?ucbh6~>w`Yc!aldx6=}`*%hz0pl)t<Q)5>NC$
z!6|IrJL<fxIz52@?;I`~8CMUtU-CQa^dks%y2srjmd|^ur0X?k6plNDnRgAXiNE2H
z^$Vls9TsB#Bln21yE;t(94~nO;!1aZ&s67VnQ($$Y8_kFZhMt+dLq*id=>UzPoLst
zYovcy`P8PqKlH|%sAn5_qs5l{+vmh(1<H3S1zuoxVV>FbxNEijW#-xKxH2_OS2&+5
z_RFx?-M@gNvwJQ+X#W5WeruF^V_?5YjEUt96`zpWY^<ZmKZHZs`^y;Cw5uTd@}5~S
zI*`_q#iMR#E3ei9o0IfXhu`9h$+Y}TI}Z(f8gjz;un8j$EbIwE43}{TfuY{FD8=LS
zDh)*WXH6r*sKy;pEE$rAYQDoS#z=I6W=Hyw`Uh<$OA`)szHx2_&4PBl4ZprxEnUGu
zb2ohe`ad=^p3HV-G#lpvU4%u4?p`DF%_>lf8D2&FzXxs}zjtZIY=^*eckj8F{lo0&
zs94+8fT|frzXphk$L{3c9CPt8Pl`LZmUXAVVauGQO5W90j0`EcFO!+BQ#dhkwoA?h
zvYn_Q6yut8xd$CU08*I&zv}#E?Uei=)sVhhu;%IGRplRV7To%UE2j)-(iF+Q`qfpC
z?J~z0!!<4MoG>^89<o@r!aBGjN<NIcdx!(M)6XFs=TfNW*;d2U@ccYS?y-M|ifu(0
z$0m~z*R7FZ^~PhiX>>smZgX#V7RQ6Vmzk^Y(vtc(Zv^lAzGn4{(SaiYx3Ho^9@s5r
z$>mW*r!=%Xb4O;?Yz71W?z^^R%^CS8jIr%2<6dA%2(&7XPOn+2-gAU8msei2&)S`v
z)rI9|RUgNqFsXn7@PuRR_jrsJ(he>B6P_*jOxJ|_U&PT+1^+~3deLhe==XhC{N9CS
zq)}GLC@3ov=}K%F;Ed`<JbOKaBb}Wa?EbbIW!y3)z@E<E+NxRQmMy!csuLaM&K#?Z
z;1=g6W18Wm_O=Eg*=W92C#v-<x-~lbit@CEzlg2;wKc~>@Ns5>Wg`44R_lQgJk?{%
zJ~{7}W$f8>?(YVp*g2>e$7CoHXgB3Yj&kL1rfpcsl#_dnL_Zy+$BhfVBwl&AcGPM+
z6UnlO+}iNmtJjI$r>f@Qb&v2p%&2@$@v5JbD@{|D%M~(d-33x|Ye>_}LDErCGLy$2
z_3N{IL&iimIG3VI9z_K!B<%=1FMazmw6aS-@b7+(`E}Qfu_3h~fsnuJt8e2%<K4Ld
zKBs6SfiRTxDa~HnwCk+v<oDNIFK*nZ(4f)XYHSg^icj1aeMqk!`Sa4z+S0vtF|*o9
z<x((LXI=`ri>GttaF!r4rE^&kB_knf+odoe_*ki<l15<y(J6wa&^yP}YdC)G?ID<p
zXM6TRn^AGGLL?Ovp!Sr0DayEBjw0)_sDQ%WN2Grbn>=BCbeRUd8alx-sbNZ7HR}vM
z=m>cCJ4%f99(AyFXmVEbKouqhtf{ThYX_n{UtIQ7b(85M*gOO<O*CjT>aJt@owV~}
zmSi8Wt=%c<adm;|hWX#N*2M2c_cMT0ZONzN{L>@|j!xUO=o$h%^;Mn_e}T?v6}uxT
zjjVts$j8eWLtu2^`tI!N{CwBFFU$CwXNf7y$nc8NFbRyH`y?*z;3Xrcq4hENu`DrA
zV6jlP^Wj)~88ZR+5GGREUhZ;M^F7f1l`35d$>_53AQj$F{STNL?D?>bD3u27`9h`p
z0fgD|G2)bib{o0aj_&`bNDU@O=hqoMR`oMV>A4YQT+0-fxN_UkVYmEvLjenTm7Xk6
z>$_K`d3mnUD^2P-Kxt2^<-Y#eml=86SkX9q^1l72FKTo3(B}m*HGMJvyw)apKY~Em
zlpH$wart2C#q@jmkbA0<$tm{%?PFG`fSU#$eaIvN+4N#FT?iQT+|HBMH0AK2*hfAV
z?(f(p&NqJFlMSwr6znjyo?_QX?*1M$)ZbIiGSB8DChp(#r9i~`%vEctQ@u90)!utg
z%74KBBo5{?TaK21X>94oCX{{e0vaBxMvRpi>Qyi_+Due0Tj3eyq7$XPy{CM_%S$Pg
z9Ok;$7wx7;3#l)zxoPq_iVUJYY^jeY+kNw-V>(+kTTHKF+YGqP4rUi!KVvx`=K;OO
z)W8ZXG9Aol&s|1Y_B1CCKf%E@OvHnMb0B+%I~csJs`8yW>%^Obk7lo@<Z%c?A~U3C
z{wnu!l`qXF1sCR1z8~6}+1xCLr{rTUZ|RD(PuJ}y*!5gX$r_$&$IMcI8Fm1F)o|UJ
z<_>*MO)_1U|CQ=)2Hoh*{`2d(TO0GjRTlfwtz{b0Jm63(Hw(RIIHV%E;P*CbG^x20
z;#RbYDM|dq!MY1Q6l{(yk4T7y%6Bo?doUVi4ZWpnx__fvX{JoMo&AGqpcL?3P0{&J
zXTMhIHeVexbnZ7AA90+=&)qRzbX<6Yxd>_clKO2CBc)+vhVNM#bYQH1x;IAqV9;jC
zwaHa&y8O%O2SDo8IDzf!sQT2E*VL34i^;qk^b}gC#Ym9-{=aW8jjvL;h}!~e#KJX~
zX4Ll$hmT2W3940}JQ#}8YEwfK7cz=%ks65+U@;WQA|d{zqiY5Yy7TNkq<;I_7h_B0
z7#xl5K-pa=jNB63$uW2Qy=$W0-f4C565`JqLjdJz)>vbCfNn60%26Z?;+`$CSN0Jv
zM$|-?@Ux-C#(n~%sc)ef%V2?G*V;tI$H@5A1yKzkP;SDaKx7)+(g`wZ%Ny```srym
z#EqzVYDKSo9v+Gbm$keKT@IMh#>gX;73?!x_bar{a0V-)=7&jJe4zVH4lsP@s?}H6
zkF+j4!KB2gted*b4;SMC=|VH+{?C;^*qeF2{Bz2lW(Y+TmzYFkC{ATI%deGa-pcVD
z19xxtxA|(8zF0xWOcECr5QMP&D83B8Jl{N=_wY$6)IkoU;C)A$?$H}i+`@2rIs7m#
zWcAoaL8{}NoYw_`P%Z|v-<aXCFq2jF%e;?uSN3!8yPlR-lH}Y07^X>Psi<1U;?f!-
z%Z#6OKGHIDXHAjC?6)N89R4k&Jh1AEY}l@qR-X6b?2X2}y11^-y>pZxSsTifKoWYV
zCVl1ZMBSLDq(Lme9+FhwqMt~U!>GOz){Y^jNgp)rj|teIY*I8N(^nO=qRo|x;iQR@
zF;!4a&uXctu$$}G`ho(j1;sHc*#$Xh$=tf~s_K(gc}!<A^VO9sA9_hC<sq%+<W(}f
zSG!Z+SVpOUBTkjR?;~p16mz+gr0J}J5D8Z<XUSd6YZLw{`BxgG3F%A>FG+E>{F$kV
z$rN_~_59d=(S)(Y$57pe8hi7EUU16eKjA1e7Lpl(jsFu57*i`)4+o~+wrbhDL-Bxh
zwesk2f&3U7v9u|sul^SW!=wCP-@%xUrXRK1tdyw?u_K5jITg0H>iErs*L1boECFH+
zhrZe6N+~{NDRIf3&D%0}B(+sZZTGLxjqYI{omX@?X^|uT-ucqvRmYHbB^Jz;*0_|=
zBVI%0W%r%k`}Yjwg#fd}a?7|%L~-?%MAuzdy6Ev!Y9R+0S;Lj}t`1PGh%n39X+LSD
zL{btqU{;=tbfsmRRmspnAhyD{NyTe{WDrLtPh6=99QD}_LWva8xW5iO@VsIfYb%Y^
zy>xJ3RWe)qCET0Gn&5ZEgs~d2*n(!pZ~?O8t`^jPY$)=mpgDyle|^%flVy}QP2tFf
z<4sSFLOP?UKiAl`JjF<)D!)Ez&P;vv^|ifmHMVVzemA}gh0&ddRzz5&!tBkKfE*N2
z%iwlAQi(<;p^F>XC-b4_Wxz@ZW%qVZIk(oX#25yayVqDS&+^Dw#;vfc1-u(lTEN&=
zR==s$qHFfuPaZUvY1#MV3qJzV_D?~6{{7#V<H9@tn;-s>u;{0&SSFuj3$~53@&QB4
zrSKy&>H&puUD^4TLx#$I8g~~YuuaG9^mY~Zbv{pk4uiy``cek5i>ySotFGn-7ZN0w
zu`C*&cOl<b(PFm7wl(#Z5Q_qg)>Muzx@R(;fX(rl8|ByacbO&)AyG}lB)!G%5N*Bx
zeLlU_<>0@Ki*PfT@tE9KCS!Hy#OooVMxS3xwg`K^jkm-Eg&!2hjRTV(9^@En+1gYB
zy!6`1gDxTUr7Zm}OKNnKtA90F8_ElDuDMRyuJX#*r?{BOjKr-2)LeU3GWL4^%sZ+B
z!^5whc?`JzJwZ?Y-!Y6P^B9KzY!q$k6(abUlHmUY?T(CPm!vEG{&S=)u)X`u{DF_s
zj~sIpmI84XVp=oG3WA0Nw(mmh8kNVwJ>l|!TUhFj1h;18wvvUfi}qw$Gqg)R&!(jc
zgbd}67xS0oF}J+KAk@<EV)YLSzxPHOuSma5M~_zLpQc~2*fXOLj71DO_oKJaR}?y3
z`>-?4G;(})2IkYF`<3Bd2wDZ{Vm1y(hc9z%xQo&ix}PEw#h%m9$#QTCzBPRI$H{z-
zxnzy-`n|S`hNeuNNkDAlArF+@3q^W+Q*)#~EE`RMcnX1Z-taZO;qt+?&rfu+`C1V`
zF{bV<JdA|Nl{?$69Kcls7q+%0lmpSpHucIitS=}oVRh6#o|Js&nYj(4PR*Z8Q}**C
z`=ln9RlFn2Cv{nd?T#$T?hM;k{zx1_+w@FPs>Xvw$Pg!zTzt88EX0tUT3{x7h?6V>
z(u(^VQ!QVgD_OlA)F+SOd5870m5I=<^n<g&w){Cd*5*rNG|Etnh6T_s_EXGv`>oL^
z=b?RBkx9jA;X<<#L~U2LKSY=Awk9T8Znn07(zC|V9@HSJ8egco{5;>A%de2g8AX0-
zPC~@F$xvgAm>so4Cn_|mMH)0FEN|tpx#dwW<B+L+)rivKnD$9pKnQ!Qs>VBQEEypz
zrw<@R`9iK{saWFz3pDOF<Ohpxg7E)Ejg7{XDaU6|I+m(ljs=}|Rb^--Ewzv>S!ZPn
zS-L+4Dt{X7WQ4Tt>^$-3l$ys8Yoe~a|3vv`Q`=S$0Qh;$JMQ{$<qk(YPej?n5bm}3
z&1j+X->*<82nc~lpRT?;3SX~5so4hOWRKRr6MIbSbG))E^3sf1T=MR4vz(*#LU#n=
z?cpQC{c0XKATT<G9GkVULKSo(F%GknpRgo636G;n1afK))`!Mv^KEj}vScswvc9b4
z{cZNz{xz#Ekv-==H6c=+-oWAme;?an$1%rX8ZVjGE03js6@V@>E{9W~9i>mkpa=-a
zb1>i!XEI5IMmKii6-CcB+%rZ*lQx~H=KUX#4R=N|<`(KT%36ZMme?@U{l0+C&ae8T
z9McOiweT#_X%}!Y$@b$`c}Jihj>_dH0gzQs0yY||4YQYDbl9vid7m-Wq`6}7F}~ui
zIDHK)Q~ep=-3Z+a<SY(_D1B&%0TP_vp)zcdG`03?<76>nNr<@=C6wc74V_K38nl95
z4QWws=Z3O``B`ig{y1H>_eFqM=OS=A!m+F}1HCtHDO|RE-)*usC&os!VjCmFYsg7n
zX_ak4sSEZg!6sIO?m5uqqZJZs+1qL!wFnx_9F9^s7re&eEhg!`0Rb1vI{&u_E{yOr
z{nu@Ve(1Q}Q`UN`?Cn5ZI6IK;(?x>Q^fPeKjl33dWi`qZ4!0DF2);L)__s)s*S>ea
zI|4>a|8io~LYKp4@FLgVxQSQ96>YPTS~yR-nk)w_!m*<5^K*2!<7Jf3!f-iZm=X@{
z5+bvB4f8`_Q09T;<*aAmffCfaRhXV3j&MBB_!b{QvZvWEpP23btBwtvWJn0y!q_Ol
z(BgS&Ha_SfzmZI%Jjdq|>LPLer@J~;cYk_oj@w#jtBXaMJE_8TH90R<md>HNfILiu
z;XUQmhORG|V78GCLKJ})Yf^J?DB!6joLZ%umyl$J&<%3ja$aR`+mmO=x8AWbfn_<7
zTiBZtwt|vSI~l_5I(_F06($?m^7z!Jou6vSgwpAE+Y)8RKHk|F4n@0Eob6jbS!rPZ
zF_&6ubC^#Jy8d^JGTR>(kOVCV3Hq+)E|kZuU$W}yuyivp$bfFUv&PtYW>WWa4vn=t
z>-^A@X=TCev#r)}A})xc_{a*#?Zj??g)k4*Tom>z_{Sa`|J<e?eve{emT7YI8(Z^X
ziJF@;qdG#2pWh8B=$@5}qXZUJ?ZE-ubw(XaY?lc(_Q_?oB4oa@D8~{M+%Dg#eJB-|
zUovYGWP=rdQgV>mrZ%?)*SV^r$BnQ1tI{`Hb(>RrouZuoH)N$sB&c-vol?1e(YkQg
z%`v|C0uzH!gD!c&fGVCaLN!iFzO$*r+GNzpfbd)QubM~d-nMGhTL}GKR@?5}gUl0E
zLViR5CZ27Z7ffOWR$=fuoXN+ldygYwP+*pbPmIcpeFNA(T>a^g&%>^ZG%jsv$-`Qt
zq>eSHkZ@8cjq6|QV!1VPM^D8$;J{;o(f;&na$n~c(O(Mj!R59^){kr5#rL$s>l<Ov
z**}$iIjmKAM_32_Xy=yl2aT5vZinSx#k$R5z!8oN18il}<e7_ro<m#vb+8Bt%B|&k
zyW^s_vx`MoQc70|5#5h*$mYUjS^?sC>73Y2=3}Y3^K8|6K0njiQ<FPrEpDq;tI7x@
znX-=?>o@)=RgFtbYtQ^63ox!S8UTZp(lEC*ZTY8iH&bp~JLbbmcz$tQE~T{-z(Ak<
zR{HEj4;QtV;6rAUv0lUoFmIYI3~J$3YpM)#3_rQ6im^npPgy_>@eqzA!C|5Gg_m(?
z(~vp1{E;$lsj3SL#9qI+r>C%K$b&CMFMNG8;(tmuxMO8)e^?yMcyirxedFL6^=-b(
z%_XK@eoZfMbpCAIE+uX$5Ma>dp_x?|w12LK;&YfF_u6BIiG^s-<BKP1>i@Y``T0t5
zu(kVFtjYKAawS~HYQu*n*YZi9NJpZjOLu5y$#l~x8AT!LT9%y3Jvg0SI6Rgo>$>gn
z_dKW|lR+m=nK|rGWH_n~#h}1xmj0t)S=U8oow0NY^#FNihP`s&``mM*O7(55ND9nv
zG}e{r=sL|qG&A1#+GO|3S^l#nsyzJy*kl}_44w+e1AX#%s!B-L;!|tIGFgleYJICU
zw)r>FQfFIvwq)2lTtp_LS6EeUoF~)4UqI78AaT$OkiB8}`qlAbE*W?7Mx^hW^i67>
zh{A@WvUn~SB$lvfh#vfOJoEiiFmlC(=q>ayU;e$O>~YgBt?cNnVltT$F&gLt1*1gC
zaB422$)j&7bF}gfEqgK;3qNp`9+Bf8I-8N;k20vvtFYN0<$mTZ5rVNGhL=G0Q`7)_
zif%gBm5g!pv1qW@{#`q+C}x3M(>we|B1M}3=g{8G{MynPt>p-8u~sr!Ei5$$lvc^9
z%D}4>=zc6UHUzj7fr`>`_DLR+RE_4HJgv)<-Wv<qd6U80G2-M-ExU=+NYkuuDWMFw
z#DB)rKU;^cDI5D*BqR4#;kOrCglRe2%Y`F;7A2={FEfT`kaWQ@#F4kJ-212{t7(>}
zGF}8YkE^F*N@uUhb#y;l)se?c$zjZ7BOk0#9Zb(FfaaN>p*Wu@ErU2C3FKy4zm~AZ
zSF;~a)ApxPv3;1gBP`j~Z3Xv<CAS4;@^X$3xP>WU(%k&z<L1_>trsCT(`(prSPv?N
z1bT9Ak7>7%$ST$AdDHgBW~F>Ngn$D;FbF@Gs#pn`lJY2^CiWfKH0M%4!T;LGTf!Ek
ze_a*J)GimRo{y933Ib$)){BZH6f)tL`-KzN5!~{uZWz`5(F&WIALFB}y13a;UQ@S#
z_koGTe%)blI{+Gi5fKl&0Eh3}ayGLS1{ALfWuD!m0!ll_TT6GW=d(z7%(;X(yWRm@
zipAlS{PlYz@mm)>qtPH^OzFU{gDfQtsGB3?GbeEJeoyw?X6KMD@;V+n>4W*F`5$>B
z@fYl6-&)q2yMrDwL+VV_o2}3O18yjqXg;?g`7jh)cP`{HoooZkht$ok&9*~EJ8n6A
zyB%)f5sve9a;@f(@fiKfvyN<*tOByVAm+>qzKx(Ltag>FI3*)r(z&k<c!tK9rlvd`
zq<=@RI40I`Olv&Mp%JM@d2*Z7YWU~=94c~h(!5sx_Gs3e^gjU674%YC99z%VSdmfq
zHH7#jfpQGyp6DO5zYnGy1X=uLbhI4BXR+EJfzVsRj`W?b9reLM5nQbg+xND`4VlhC
z&V>cYxabWV6+Z6x(y{P8Bcr?MRib6k_u<bRKDVu2v;Yur%E5DZ7q9g(VN^17hN#Ap
zl3?_GCx<C=c<31+I)`StRNrgTeOffI88dA8REgw$Mrs^9>%F&qgSxG<Ue1Dubulmi
zOGQ%a*$Ti*tgmLE^B}5)M6rC*B|C=%fzIcw+&gcj*CK>jfRdJz>K-%9oxZSRi=SYz
zX0|fmf*l?}9)nFGWEJM{h<#zO9qp%N^S9RBMx91ipSf8~kQ(KC9HL-m&c6i1wQLti
zW<5A5k+-ITo0@`Nt5?*&&BrV#03w~=1npEfd-r^s#*SkBgC&i}y+9R-&bg*3;~RO5
z$+WZUJ@rX)GbwOl<>Sb~Yk`MnX!tQ%+sZ4UbbXDxb8C@S9&Lj>_1r0eHte#HwA}%r
z28nIGsbf6t0^jbUltD$wmWlfKY*hx?_xv)ZNM!&2$#0*_nhc`&TA}s$>v<(w&!kv)
zyHYD5k4<}<d>KmU1)3}Jnk;&))tdBH$a+??lC95P-WOipSZ)9HI^gdmuRj9nZ|dBo
zfzZo;(t`i43H+G$M_&AUGC-lzWO#gLBYq?;?WLaphk|k&r%9;q@+z+<wFMy2*_{o8
z3=mO>&|I7T`2lo6$EUTuRts*ZNH~o^e2}^Gt6W9J0YxEwN;dy<2{BBqyk-yQjsO!o
z#QB-iN$K_wjnebN$amObhASF}>H!Zvf+OB1=2-TB=#&?qI&#>doDoO?O=qY#a(#~E
zu!Q@pk5R@ouD%<5*mPF&j_dl)Xa2sq&LGG-+`0HF-QxAaH9yW#%>TZ1o>pE`{|^}7
z)%E9-N0MJi!-4M>Z#PnRyFzpR8kcC^U#V7a-E_CA>b}lMDK^Hr4{z7B>H4!ai3g||
zf$*!cC}Sl@MsQ?vLYT(d>6_^EQ)ve*O|AyeUC5I*JQ4kg%aIMxO2i4Qf|D6ULPF*D
zN9iYy@0wIB*D}Rz>g7KCxnnnj3`BPqq}`btjG*tW$B=g)3jsk6R-2nqO{(OLeoZvJ
zpIlaqGYxM*f5O5I57pF?uU^RVxmS5PZq(ef4-(GvQzu}ziU^2p_9g`EJ+7f}cT9#+
zAD>kKxcEImpOs*Cu6XpRqIU>teO9n<u%x3v31qsVF-C>aZpNXiN$*|jLPUSoZT0bW
z;OsLd?~gQ_$*@U+nENo`5oYZ5GEE)aF<-Fy)3fW)=dluQ*14EN<rEa)-{M!jvo>X9
zB8`_o#A8RXlKBH)q_;~52L@ABzC6FB*a-LW!6-D({)u|7GgfM$1igAv<QZ6E!aI6+
zg&Gvl`|aXf$W9X!Is#W#&faXH+tSdzU9IlfTQ%^#HHBSAoaWnPt3Gw&EzX6xogdtQ
z2h+S>z`<lCN0UJJ=+~Qnu+~P&hm36g@#}WQ#q;~{VkLu-Q_nW{@7SkX(KT}Z#<Uxq
zs+8(DKYmL?m(`8fl_wHyjceiX=<<T{JX8tt@H4$7zcaTE|6^uM$C`=JzXDl)h)Ia8
zDW)#Sl2RZ5^ebfW<%o09IfvZY>E%TlC5)9N;~>g{e<c2%fg@jE$Ms6Fex9zHG*gms
zsIs-Fc<_`OIb70@jHf%VHpz&V#dPw0G;5hkEr2eayb4^3&cuB_&$QZRdF<t}wb#$n
zE}9^dLt+m#Ke!J`KlZsNlPk;dmRuN2IK2N$n|eUK($3$f3O6+%5{`2>K~_p-2Mh?0
zmgM6^<K@ksU&p=0pd!83x@_lc)ysmh&`j)yRMgHJe8&XhB-=>_FZYYsm_$t9RGR($
z&Skr}QII=j+1f6yRnE3#m2gz}*WMuh)Txv(_^C46ni*b|-OXD@B9T9y`#`<qes!cJ
zzBz|F$5gqe5`XgKj$=;)NSFZRzaf7fT*%LJZz}es1f6U3i;T347l5$=UA>r39%su7
zls+jFRob(E#0?I$T(}tFK8!`R&_qT4Lqf!qEiOD`B`55)>uxSqo-sfxrB9ENSfTEK
zT>itk-c!vT4P|DybGqJb<?nm2*2aIT$4km>?Mt_si_jeY?k;!r!~6X6-xLurlv2-&
zW1d}ZGqk_a1uQ>N!@g;^oG>oCWP7`MitPUMgP*^9j2SLHPtjZW+w(pi*v+V{E=57v
zWDs;O&yqGSfnL6$uCDFJfs=ng2*jPc_tOu27$Gj9IpL!?9L(cxLlKS=`LYcc3>;0`
zs{xx7*4MX++$%*Cy5Ty7F0%*Fi5pPNHXw#Q)qX0OfBX4%Al%h2%|&?D+qcj^ehdjj
zCWfE=ej1sA>e`;s%F<5MNR)}V(+6;5gMNa(_td_^eIDaKQctLEuwl?oU#DhSo{!CB
zvZQi*b_}6nWM!?%ETd1kJ`hhrAg8X5wBqBlO_Atp5+a4lAz-+B6fkPaA=;;K2m$wN
zf%0JrjDo}akqN7rI8@Zq)iB*uZ4)by2~bPMj&A2Ayza5nY;k@2zE0!<qYG+4iy+hc
zLIH3rI=ZY@2aqj_Ekw)V=ww$W<oDH+brUCrruXuY)$PStSc#I2dYQmVW;lXsnGm{r
zS*!!MV$NRJY#F4Pt+72wvj7&OK`H4wg(#2N!{HZ=R-YcNs}G{LkuC^uV}98BY-?0=
zY%|nQ`5?&$3hw(kLk7f5Ydy1^2l<AfYhY*I`}21db5);y-i3@ZF8}h_F@l147>N6;
zDWcN`o^vQ_rGHz>M8Uj|%B6ek!mrO*R${v49zPr}`;L`*R+d*Mn*l3iW4w>4F@<tw
zaO0r>;M##P=%v{OSd?p~mCQ(|WaYIt&1)>nHuEkR>*&6m649X6KQ#5eVW70|Fg?n|
zD14#Ol2K+o28q>3$HZC9^?UdgTYfgh`h5d(<vkx1y9*1J2!eT^)-vNkuSXKMBl<cO
zvCm`OlEpL_y_m0r5k0hPnwuCf2qazA%jcEs%q$5PhP*DeO5xp0`-|A-w2P%lpJaRV
zmaP)JGra=4h+3!BXv-`_;24GJ{C7Od_HE6U3P+u0>_+#wt*;l<q3%GTKt0?H>%td?
z#S}Xk{s#Y#Oz1wASlSuCiF5_GUTSSVgN3-I`}uEcZHZ4wxs`{<WHqJBXO<f2)M%?(
zqVij=;3*3zZ79y1WEOPX>|k(+{^$&63g?&+(tK#+K`P1ACuLl?KD9!5NyJ%h`);_W
z@R?%H_T~f&_02H4_-)LJt6vLU8|0A(<9|pI@Ny97YB&XrvDFy~C46O0;G$u_y^B`Z
zuA%;b@(^~SRn6cY2cJz+M2(j*BU-xsvY0P@XA$&WSCO#4O<5QH4R3N3jg9*U5lX85
zolYlTHud=nI#MWJ8NR@Y6aAXqK&^M3<YT;iMbFw1n_z2Rc0<JWflL)5)cTO{V;h`^
z2dtHsFg?Qy=hYKHQsGDt6Z=`{-Yu_vCsT#WbDGVyu{d+<NAljo2eJDQJb1(ean#rB
zjjjjA!uZ+HxRoR2SpKgw!)RYoe?4z!t$@v>Lb*=inEL7&$$VAcdADP+>*l{0-$ov6
z`}!Yn^?b|yxy{!mvq%-re$PsdDv6$5I(qZ+XayOk@ouRy81m*%I{b<+soe7DTXMZE
zc09<xO^An|-{ntdlp(i(xClYxz!5y|3&!ukQ{Tzj2H_>_?vPoqcyYXVd&p=kywoma
zG)zb&(~qeg`5(b!w1U9yiY3$Fx;*;gs=k8$?~W{jRBxBG@%)X88>fT#%N5QcqM>3~
z%LA+NGRh^qR0@$BT?dN<l{Lb)1n+a(?gM3uVlcHas?jmB{=V{a!+CnS9D<LJ6{bem
zth_hEtf6p{=Krb?*>Psv+~Ts~jxxj4+pav{8;Bj%k#_nUC-098Ou3`6F)-!V`LZrQ
z>ob-a?_88{&5<dV_E3(#A*$Qp>=2@R$4EP#6ssvPyOU{6_xNu4^F1<1*m+NA@GpYZ
zQEe1nwfi;<biCGk(_cMHf06s}mH(Mc-yNtc?d5#gm14xDC|)S0Sxh#0iYZDPAS!qt
z*x361>yJNSr>|#o7cYaQTzmhNtRF127_f;TDZ!)jD0CP+`m|ifI=vP)Z<`!76wXW7
zqtLps;sjP}-t!y_uYGtWKLh=EUU1ndcRv%0ks8k?Ba{%e1jYL55e6|*DqVJZsbFqz
zyrb9b(1q+kGPP)f_aewjE|0thT(mX`Kxq;PrR#yjXw`m61U86WjLT_^G7eG4sMl|~
z{SU<tQB9#Y?J5pzx%m4k<u)I6ni8Su9Fdaix1@Wld7^w=>F?&apRRBRux?`SLH+U~
zM3bIhmnRu3f9TYvInM*758Au3iCSQzj*CD|u&Si3Jd%riVk1X+Qc|X2n;2!S99n5@
zr;-{*wPyO-Zw9Y)W_5d`s=7aZO5EgNJO<;n$RFN%E^<ry05y8h_jude=<ss-vXyE(
zQv<QYHNqp*!xj-&^c7L4y+IHPt0it%uEk)d^8@n!lvh4?adQOyS62H#710BHm=YT{
zol)OAHqx7=_Eool7$it}_-Nw^nCjM2*kp}Utu?|0(AqN?>!V(_e=3JZF_)OfCo>vU
zp9CFPe?oWZ!mf~-YX@gh{7wbeMZ-P+nh*Zc%QtOvt1SOF9~(G8$-FWTPWOhBFY-`o
zho~T)1s3##Ziyh{pw9;PfG~*$8vQiKmH3xNmhHAS6_?o}Bfq_uPP{<XOO;_SUH6n9
zYNJfiNQB@dqV~f@?!m$>mFkcfB+IRPbMC6uSIh*3j>W}bJ+awZW|GzrB)|hwk|(We
zL(akstvq-{Zmp&b0n0CM$=F_C!wp~$tOOUI-e=+Bv@-*XQBV4C=<ql#&h0k+weQQ2
zKa3@)K&`FRa?tAVL?7~Iotk@#?hj<XthLNj6evfCxjV#Udhy1MR1ABmD&*b4-scD#
zwOt4=$*dc9tS_VaR(tvd#j-BAt7|J2ot-rsv+oC*g1#x9cn+Uz;<0NHR6d8r`zMJI
zAW6RMO>E)a2**$A@OBoJDQrnOGEv)a^VzJCs`LN_6=4=6%h2PpsUX2E4YTs<e(nub
zpQDXrjL^g6#Y69`#JcLYlVJGlMbE#RZe$KG7NFr87S^nyl8@H#V~)ums6?NguP5<s
zW0VR98vd4)<Kn%NoyFVzRQ2x4RMp>L&^+H#Rl$(2ecIbV)C_kY;vu=oQi}guAB7)P
zXPV@C5rY?BK8%hOVxwKh5Y@#vXGzoLYV+OUU5vn0NW5`Y#&Gw!tl8PYAy~G;?9pb7
zw()PbUEK>%|F{lIoe=vw?a7-0u7DQiWt>;75Nm()3+y!EV@E}3wo~+JvA^qB9^M>6
zS&!Q(1iA}0znN!;?GI08f@TJ9?}-z1?ht}5s26>U8+~w2?B4J>Ve5~RFAtm5QKY}{
zr50o)Uc=VQ4jODD8}chqc5_h_UEm2q|7Vyc^dc)@=$8ky6(Fae%ic`6*N+xEqB5Me
zPgMxfVL*sR1Ui}lNuuAcw^z_TFN;+4NsBUibc*Z#xEzleE2-Y}?P)nVz7mTrINO7)
zH|vrkcZjQh#)*xFc2+IAKc*^?DBejUHV7f)?>jz>yj&@Gvl65Q^+e&=L1Z60blyiF
zAZe<-g6~t{6ujr#+CyUurXnN3*<$VHN%ft!wEkTwyxKnIiCKOk%W1d5IofdBt20DZ
zue0m35~til_cm_tusq6BnX2W|DQ+#<e4d*`8?H~>tP@mPmTkE_TOfIU580-ESo<+p
zDlFb~R5@@xw}pDAdvKn$*JSfSekj6qRMBQdri$X(%zWes{jQRD__%T7PWN{wIN`N2
zci+33m|9dlu*Op|S~-e4?9ZGoZ?{EcPx90WMLb5d@E&FCdb)@;rM(;wwb{>`*A-ue
z9q-sD^oHQDQ`Fq_nbt17SG-ys-n{Hk@W1~$7_;iegR1BQZt|W&O^G~fe`Sxf-DC)W
zn$FG+uc*uzi~>$9y*Ca|pqM}`5#1*a&AjMRlD3+*g37N8z{5O;2;6lnD%jN@p&$A&
z`7+Od_h1*kj*6#1#)Lu_nE-AT5nGw@tp6Kjia%?sVSB-q4O-55MfX3kNA@S-%E`A*
zL^qy40`{rnMt!@RP0#r2MgAX(&NZIt|NZ0J%wbN=%%mu^vCW)|=(IVt1DY8jgqX85
zqLP|9WT@}VHiSZ34oS|D4vyt8k|d;1C_-l{)$hOmo!#6XkKK5GKG*ery`E1OtVAq8
z=#7I`?88bOGlb2VL12i_Ma2;wM730b<~V}}BZd1e$47R;%KO|gox6J2dk_8&`@Hlh
z9wkb6H@RghjZ5$B!`Q-B6r_<WYefYT>1Y_MW{8_EtM)e(f{t9PkTN;PD@@8;lotkB
zu1{WnYVRckk$|qMcY+d?9iQYIZ|kCsi^PysgninLSJtXg`6g5U$-tv`2Cc^=jC^71
zbwdZh&?mo$%>|eJr(Um$fY~ykV_YIYn7q>oX_>ujs!0>Wn0nzSKbo44PU-DBiUd%g
zI^6=$vhBo{9SFV070IR9y5+}`)D`(aLkm0g{{hMcn0_e+@9P;)j}R&Tt%cFJ{PeNW
zql*h4Ux@ogI@Q4b!M(Ur?g18mxm>}u2VH5-z-Za~ym}nT!<%e+sXx4Y@@1hqN(*n=
z<lNOD&k#w-Fy5YFMYyLz9gxU)fv>Cf6fpo?0Rra*Rhm{p)Mv_S*^9luDWxm7;h&ov
zWybs}qP}cq5imd>@s&V6@(cJtdcW;gGY5?-mYxmC(4lR1{!(De)i36<B)whwwBdOT
z+v|th_fE18!#=OQ;DsP5G}^pTgB=IJ{`J!I;4$kaeDoa!ngMVMjz(7IOcGtAnb~H>
z2@_UBV3#2yvy~B%$TGdg$h^(O-B_774%jOt5t+wA%bkKtmDr^X@F_t5(WZn18Rnjx
zczNsX2XmPwYw--3m$#$C^cl2UWmx^W4ue^nq+_kG*Cz;I<sNAME=$Cz%4F@mr*8N7
z(|>*KCKvA6@qB@t<>$;@*$QKd_C<Ad*ezm%itm{F|0=GkdA!kjQbB*uk58HOE*O6@
zBZr?FI+oV<=dgQ67yxeM4%R@YT~I3=wZ?55CY^e6l;iwZs)RBKP`2RW_h0c9@vLPx
z63^(jDp6wv7UVdnHXzD!=fakN4O^upbw$?0mKWK;iXA)m-fz}(SB*Eq#DWYGoJs3(
zm~gMY9kZA8)__Pwdj^Sm>IPgQ_lL%8v^n)~T0tlP)%1W!Okwc19mAfoO<=RS$USMj
zx|=9YEFO8FDPdYiX<zf~3XiXsTn!g{4G;@FdCNPVS#)W!th^gCD$EcT^d%yYd=*NA
zx|<bCU_3s|t_AImjsdIr)4(s#7;je^!3K{#6+{;SOzRE#{=s>MMz>Y%?-}R^jAa)_
zQ002kinu*FBAAHiRW#{B<@%;;Re24D$`a7DnG-A57VoP=`Nl-&9#@F*lrB!sm&wT#
zwr@|8;@6{IBIyQy*UoItN?!)1&p23BNcUign`LMD+Mrd&*yqH+M-LUQ%1(222Dvd)
z@&H}}qF!&%CZpDe#x1k;`DQ8B52Jn>GREjK-Av*$h4=p!w|z6<pk*7bjNGuSoVOci
zfdqG&_Mo!O4bbR@i=bq_Hiw*LU+;OeZQDJ;o6~G82(JqRj)A;du2{#!cG?8dL@B2F
zd<02=mc(kMy-nSNiKZf;6tuWQ&-FcCwg&Rb@Ay&&FzjxfM<`jb4MUJ3q&}26sLmcy
z(2o+|Fmco~p>GLa)es@TNCpHaGi{S3g!XQef(fg#yrg4s8p~dLHfO-JAV=I0KvMO>
z9uAz^{R2LTIc8+R9fY7%-La?cu~c$7I68M3qFioA3|L&K0on@NRjl_B)HU)kLB9E|
z^|DRIgL7wYe0<^rP}(uqc-+NtasrUA3j@UUg-b81PcoRYn+KoaK%G>O#Qxq{n4DxY
zqzdMy>+FJ}#qszqz9UtR;ebjxF1I|N6mXZQ_xc^ecWh98cU7Dsi}-X(nH5u<jYl?r
zla-s;ZMr8jnzShMdHcx=$s>-Mf1IcMYNYe@Lo=JinI(j!0UQz%VKM55#@Y}bbor&U
zWfi6q6oMNF1GF^hqC(LJPb*j|5GKfn>DPHDS|g|H7W(^toatX3IrPKd?#lAfFy8O&
zvLe+$-RR~khr&Q05KN`tUAuR+3Mseqg$#8Q-%Q3h(T$B%4bZox0nuF;J8%=<tRcl`
zdJ`{7(#-;~thPOTpOkWQYRg&MBJ?X4$2;vz?VpWF^Mhn=I>pFs*UuCp26%k!mPOWG
zCaowNWD122ts;wH*TbJAiByJCtjEmR21Z7p;>T~EVHo>TdQ|tVB3uY|c87yX?b%f@
zVJYOf#R6~LI_Z#RmQjlxD2~O+?@JdSDO>09$T2#6phTzG+sWtgQIZx56YDGbP`Yil
zzLjm@LK;9Y8wLuqeAOy3n&dNkWq#L6G;_U=hmH^3_-AtL($DUfF7&i(qt}=qX+J<H
zV)1aU0b6wl)8T<zhaK-H>{?V-Gozri3eP%;AMmeTG=6HB={(6>HI6v4TM7zzSiUm%
zDmzx?Fz#t!!l&#(^3DBCeED^b5BIWhNKM8|d~&U9nwnyf`EicJ(rJs!x2tyCclN-_
zSc)*6nz21ngIbX3n|FMR;PN!_5nQ_UTtRwnbQkF)RJGmiv8M^dqk)T;$<9FjR0BJc
zVIYR{7GsB;%Bv~nlf@a{M7cGQIUwasss1osHidyS%%6+vfIXwWWX7+19hml-HVZXn
z{$1yCZ~oI)OImzddUCn!+=KSZ-2^!7J#ES+F(B&q=6zjVnM!JX>^th}smhV%opwP3
zcts5Pnc0^2t^vHgo8ja;L#9xEl_QT=-ctt_s*(ch0Qc3bqUv!J{rI+w;L-+Y`3+Oc
zE5o4;fC4S)(^XZe&DgnGx<(^=&Z-C4zs|M<X-$oPN^k!D@apk<7I?7&xHkOQL4PR&
zi-Q=NI_TLxkLnHy`s~0X2IXsa)af<3pL$Smyx48x(E;xt`!_hlvn<!6R-=Dko!@~I
zROyj`NVK^m4ZXn@@$w|nKjvCh1Qm@e(OA&~btr)m$-XIX1M!zy->$hl&0S2|$RPQO
zOm{EopWAKmt=jFA5*~MWH`lfFQbwpK(YbKxUg0v->$nO3?K``RMF9o+PvYy>DU;cM
z?2p@bcb~HHeUAlzoTw1&1T0?uwE4;965VxjEt%$#5CYvXFT;n;tRLr-H}|jND$6Be
zB+6-upN>{qfi$W42k^yL`i<-qR1I*>wnga>+KT-}OnZG0z&ThiO!&#f_bYy|*o7$j
zLrViEkTWf^h>3EUy%q<p;c?+WkPm0kZ@he8c4Al$c}J&70x5uysA{59bMg`2_h!&O
zn?}?{m0*4-nQf59g@ahK1QSq0RcG{D<-&4Ws8%G5U(T1Hsf7KYNlty8RZQ$n+ve6z
zb;htIu}+v0OeS~>FSS9GXfK$G*_E#)n7&iJ#fYT6vzymk<z}~@e1j-V=E4R{?yS=W
zrVn&|4K<v)+hjGXrOP9YOxpl>Th5&N;3rY@RwUEmRD|r;TW0cZf5h0Yy1#na14m0R
zlr}w-9%)M>8ZG@&bB9V4zLKGOK(G%}*cqTQbop2I)|QJ=x0Ts&A|!$IB9#~2Je}C7
z9(v2RalVhJ#e?xt8yGS)O{8858eiKw`|yeT?WX627vo~q`}|yJT#?E71wH#IyPG&M
zUK1eV%|f?5e%oa}Op_fBqALVQ0PQ8O*CSQ@dpwDXNDY)O$j|%g6i|RgmdINrXl4-e
z4+f81jcs;mbETlokld&ad89A^Vg;?^^D7sL7zRNJ>pr~@%%AF6r1^E*aL5cJb31xX
z*_i!=xwURszhRd`;X#LAis4_!(=lU;p9+8I;kik#pYHW0kHQ)RD5LXPL9nv&hN^<b
z1{SJmzaGhi*q#^IE>yWG67IMLU$T*!JrTMqF-jSsh`3uzU}wGc=LrefhL*5DuuduD
zJrb#YYo_SnGrFXJU!@lTDH4o8$aGM#td}gni=Egy(aZ4_uq_zMCwUQ+%UeUGy5?8*
zNd#!q0@jXAQfvdGlcenvq==oUs<aomy#}Cw8gS~U4>CPp&D<F2&1&Sie1o|ZM8<X&
zwE_nqdC<m{GFU25AREn4{b*!zn#%0$0LX#KgGF{)6YcG5>lc;Qo)zCaizcFL1iR-I
zY0M)e#r8qhaA)sSO^E5OR=BWG&aS^e%|?;T6-Ytq3V$$mD6}j{F)QC(_Yx49NmFht
zHl_ej-po?8ps@@qOAHnyVW|>Pb{cLInFUaek=bsrcJ@Q}u!0Pt^+EB26kV7XtUF-`
zRLX+!dAH~1B*9=RZlZCk{ymW5r~wSRQqG0r-^z$~nyXyTn;2-THja4))J1xQP<{GG
zyy`TA0^LXc|5~z3`eUIajN6V;I!v6)&(~s;i$04dJS-M5SSp#%iSn$=6WH)UaZoLj
z=r|@GJWbHZH4jrFDuhf3^pvPF&eb$B_v9bZ4&)SeBVmW<R~5L4uR+f%!KX;yfA_k@
ze5CdV8ehJSR>$SZe?ty>2KK=l2^#DL4Op84GTXpM%GQ#(*VE<8CZ385k}ai)ihn_y
zL<@ZyX2y7yC4(yDmQwh26wsSzs`MKLd6A!0KL415t^@DBe0ir3s<lQ0Y&yv6MtH%1
zcg<(uv{Xbg**@h$u+6Jb+n>FwiQtLGQ}2V`aoe8tpn2XrUmbj0ZB5tu!i`gG+_iC^
zkW`*?FSKXJ1RAPzJy>jw+%wd%j%S`?S;D)~sL25uKr_@0)YUmyP{`4`LKCA>6lr#(
zx<m+#6|^}mkE1v;H*JddwRoD?9}HzgH(#JSs?z2rUmF%A@9)`7DKtX%>WUCPiX%&2
zveOJ%tSZ1tf91?JaYPUc+S?yr_PrfLcq{~5k@3uexr%4A^+U*u88j3?{-3LJ;bA|2
zdeg!7RmGj@o_~C7Mt@5UfOTW$b+P(4Ec_Rc|CxE+J;hO^Vs=qW3I79}?cZ_XE*ovb
z0<d$ZpUy1Y-|gaiCxZME&4tZHm2YJv$V?(Z>amhF`y%=ay64cU;jR50{IV`63&!dQ
zv7>Ukx~9uHOo5>;av{Xxwep(8&UcMyjnMz>c%b^G=GEp(Rwo%1T$0D!y8Xk-)Yf|;
z5+8a~Sp?auibT)@WHWHb?l;frf^VBFzOx`eq+&b;*=xU!Cu9%#DE`L~4BBTX`k(gl
z)d1^mFJWGGddb$4Ub<Ckf~$%x5ug?A<vsPyouE?Vwj%b5{qcq9Z6=(Et6Zp{HqZ@-
z!S6zotlD`1w>o8@X^=i$fJ}4#2g|$|jg{#GC1socRI{%QDs)&xVHDjyx1lnwK1ly{
z^|mFF2O&w`_8Ni1<~ZBEE<L}8plsKap(t5jx*v&<M&YS|QVqoE+vsf<y&aHVrzV@(
z7;<q@)W6mq-1>kWMPBznce{GQ>)Xj&BSm{@N5J#I5Zy<?P0o$Jn~DefRF|LKfzv#U
z1?4r{ujjs~ak~1k3b9rUe%?o9z(N2|%mUI_1J-&?`?5RX<!*jD`Y%FEuG;bUYLE&0
zRGtE-b^lwnz4Iyh_-~ah>#=t>4hR1aAe#_6|Ch4a!U<Y`P@oKpf=Kvx+Sn<P8!9#y
z1m968U!cB{p?Y(%vwwg8{<*L7h3Sohj>QSt<Q-3=dd}>VsW*5Q&T-~f=*lLpw>wnT
zu9FWpJ{TjK2A<gY<n)~x+b7?DpIp^H{?>o&pZe;~k5e=2za4Y#ovrlrK#Gs0=ZGSI
zHkzrl-;H<2(th#Z2aD7bgO+1=w+0-aQMZV=X;~?Jn>=*G?gsnwC+AfKWtMv4sndtF
zAHORy+iwgrbX9$h*y-uE<;~Q?KaOS8`2m8{iGws(8WTQ*ja@0CU?d6a4R4k;*=UIG
z^Z=GLpvXUJ4na)|6{%Qcn+@UM2alQjr;lD<=}ML6jGOdcJzPnC6I)uoVR(E@ZB0d_
zX7(y{zxCuCAz1Z*G+}fn(`9V!w9M15fA#yw9zU~K3Gu8O^TZurz#hZ5zHKC)`_)}y
z;2-k>h-aa4%_=XofptseA~leolf^_H3{M-l9uN3CAUQU8IsI*Bt_8EF4MST*vtYRe
zJR;E6lIOM0CSb%tjK0p5`Ee4~Wr}rP>M`(bHV!^W2f3!@MFRjl7uM@L+f7@akAfm^
zrXH}#+puM7nxW;7L|T32YIAAQ;2C?#C5v~jOQdDND})hGV8A&&C(VNweOf_w1f&=v
z?MG4aj*u&E9gnt-h&XKvi&HvM2@ti)Pw+@>XE_*5mP>WvUKD_mhXN8{(vbmI&a3$t
z^$mh{4RNMrHCze+q?e8c18Fy_0@`Q{ku>pi(=O9m6UmkgM>|$~NmaA#9i0(MG(xNN
zI469909NF<j*ifmZOra`Sd`OT>Xp!l*4WObnbwx{&EY?IHDUx_`}KcDVP_9XD~K=*
z<k?!(`=m3czC^E#Kq)HCUtR^h>;BeiL&U**w8axCmBtDB<B#Ob7M|L5E1tC&`X2yT
za8cd*Z9#m{wEw3-u-B{-2tv68s1IcVqkrbV_=LC`BG}QZXou_bd2V*e__Tp<9pNEI
zMPkRVm9bAmthFw_+PSyPM4Gp8;5{C?yQPNyZRYvU&MjO{o~F=C5l5F&MTw17As6}}
zk&C;8clGgGKD5mPm`Bik=#?THt&Tr>_}oZYt2Bg`OD7oWGM8si_I#oglU!sHK*nPw
z#~bmoJeed<w-*`pnP)#fy7ouPIXb`W_FyI`${Gi#+rJIKo2!{Bn&F;GZvLE<2hml#
zwRB@f_@^mbqtWUHbN2EU;97KP)`DTdMpEDYLtX?VW+U-O-=AIjA<n<bFohOT9bBe3
zlGY{lt4Kowo~nTQ6JfsnmLX|{yv1DyM(I3msn1gEj`wacTfoi^Us)nnh8M<0Jm?L$
zJ4YKK?+&05woOWKtXm-C##hm`3V-)i!<5*wscUzodhi3rn#$TL&Clm$IyIQ+3Cl<+
zW$5cg6ScEE!~OvSitqio$MNvik!2H`r5HDBO@tv0cR};ZrFBaUqq|r^Zj<FaN2rHG
z7P7;wW!aDcOG{8dHoR`?b?=N_%yy@_3qRXRY=hh}aSW`_mPX?^MQ)LG9dE0p%C-)L
zG8>O1nIxq{dH>Geh)WObD`-ACu5QB4y=gjmVd{iB*3LI&wF-s0oN>ESKiWbg<N3`t
zyyDfuI5h|M9BtIe<A@$9I5&u`)QWo*u<dkBsBiySKHcMLe5rVQB~P&t=CxWWtqd?)
z>Q4*QLvhGZH;5gKuTQ_b9zqeO>H9WG2_AM*Bex7-qSN(AlkBS0wwE~Lx}A+G+IRfD
z2H>G&ZF^69ORbz#I8m=mob^%Aub#+$Rdn7f=|`rts0Z`pgY2sa4uDyh9Zd|CU4cXc
zty0L!*7Ea7In;Wqy2Odty0y2_Uy$CG(6o@j1L`Ezq}@YWF_PL*pFN?ClXq(L9N3N%
z|NWP7xqIl%b~7UB2%{}~o#0l8vgq?DR&Hc0s;-pND1N$AYAbEqKsfJDC#Cm4UNQ&1
zzfs7&)BQc@v!j$<BMp?l7rU%p1Zw%OUzpfC`irp3t^OR;5!~NTvojdK=|un=`{gv>
zvKa&9nt`mb+QvB+aIUDbB-35Kd91khjOCSGDT6+C=qjh+dy7Y|(v<jllN7)u+*|*E
z&8_-9nZUMR=UE)K!W~?x@qu!>=ui{1G+nLV(FpJjb6}+ZadBN9HmVsEr<Iqx8%mNU
zOUMKLx|&#~qBLNiuIG(_(*!Bia5^wa9!-Of8w_Y_o(hAPmaj}r_*!)ittKD8->DJ6
zMr9wA!k`m-c};`Ns<48UuArL$t=DPIrMwF8B31@H0JCJ=S@^Pcu+`pR$oDO;sUIx&
zPrH!TB10nLJ+D>`=1Vt@&RvCBv{BZjR<h;%cBtY2-}|oHAwZE%yzTEFa|pLFUqG^V
z#=T!(QZR<?FZEYmB0jN=$A0|XP{=zpwZ|($Qdk}O)CrF^EN+-%1#rthZR3Xyz_~d8
zC9s+VdN}FwuF&)s`odedvG+Ht?W(HP80f+PvP<#7d!jJa+)IAg3p?FybE@p9HVX|`
z90$Cf8XuEcL7<AEgjREd_Z68#KaDV_zrA}SeK;(7+j)il4-ks=!BPGP(5KCPH+YA~
zHyJ3z-;3aMRMQI^VG1M~R17HB{{O9=32+L_F^{MC_J#=4jgP+|Vh<7|b|Y<}*in%Y
zJ4L?l4R$`vN1=e>%7?R>%QzBlxsdweiJJHcn(9Vnl0KQfgZc_1<EGhL_U%mm=_oF9
zSdi800|-#M8i+RBc1{9dA3!&gZPEm{<mdmZ9=-W#fWk};;!3;PXfXk=Lm;Q<UU~bj
z$B9O}*HkHz3I%`zmgdJUTKG=$d_^{6kClVnCu0maWH7wueZ6dFJm~PkeYF!@!igZ=
z%lv`hq4iuhY}60yy4>B^Kx1h=&!*|r)rHBSE6x60S@b0u1<sYi`<11o;M7S0Cld_o
zvuUgZ_*P7yU!;#Ktqh--xgPvzGJ5^nX4La%Cv*tO*Y2IT@_k2JT>FkDTL-g$si#9M
z{B)SHe<*7@dzaD~N+~CPc=?eEvi=y}IPLY=2HjuG4{S6b`^Z0iYnOVUc1yx+Z2g5}
z&F@}43O@46e*Mkgs|U<K^d6$WHoLK8N{hH=@a``uzTv9JaYyquNYCPUkWuad3qj_r
zS4jl6T5Xp`x8Y#n5sRo_HyvJJLe7jj1g7<DZ9EElnO+IV(pCB#y8Ni(PQ%Mz2C$`}
z9hU2To0M{q?2v{ZU~_+<tRB-@gcU@5w6EE(tL3h~|F#AncJ6j@Dh5D%hnK9X{RJkM
zJUU^x@?z8cMc~h;M<0dMrk;3!E9<TdJNkS_^U<u+&6meKsMQW*?;6m*FZx~ie&WW&
zpWj*W^r4<}JD;sx(TdZs@YAmL3AuV^?fB%o^-s&G>sS5?&q3C&FEit(qD)2P>W*_K
zo?(|p-=8?(f11N4-8f46t#;XjN;dEaoVifi6Z^ZVoZ4%9C_A9FBiFeY?>?};a@Li%
z_m<jLNTMm-b}v8~*dzH-0Z`j%^eFuLO5Uc;h0%X0`l&aWq91-QJ>^22KOCKsFZV-q
zoH8k#8(mteo_GHqC;p1fBX~ToO@Rm^Y7S^tKKUGR58F?=&WcY3d3d7Dw^S{=2GGbX
z8l49#PhB;OZE6@T-HGLjxbxX*xfy0tTka3mc;E_~nYRsU&t3T9jtur~K#m=;H0YOA
zH$d6>jKU2}&1}YgfxCPWHiO1og&^S8JAIm~73*Ff^HyZmFE1UQELv4c-6g+tMPA>@
z{Fx+f3w^nkbNauL9M|%O!-s!g9EtKTcd_^qbNNJe_s6P{s;035p;}Jh&$~|be-0@v
z89;IZ<NcFw^e_g5?#A9CXPcM$Cz~<B+~XLqUdW{;EpL07xSg*|fBDS>iob7E{;Rw&
z^IEy<rM2i#=<j|Vw;%nsB^q%R^dE<xPbXX6177i{W=I*GVYVvc2}Z}+z{43v(4OjZ
zuN{_`8y!>J^$&k;em3p5=gj%kg4zUnx&S*X-K``t5db%XPX*gkcl7DMO4}ZmxVfxZ
zM7aSqSAE>-x1Z6jM=Gto*zW9M?A9i#qS6e}2db87(i?)GZrBJ*jh*Xhh#b@arZBI*
zL@z)-f44Y7ag1A<CTFE<dH0)UOBq&D=hrvaB04v2O_Nq@gvc?yJuvrtjE5Az>II2&
zoM1b7EV|BRK76T>(*zfu82b77`Hv}#b_y++KKK-0c-nz=6j#Wp5;AkT8!dIhNjOBl
zVh~d_5hhe{Q*`xEagTjDa@kisQTI<kR%y$O{#o_b`3skMoJs|nvj{^zU+v}}ymZq8
z{6D}F$yPXOp7<+Ted)o$Vu{+Gw%jD8J(sV}6k~jrmD*Zfn)9>7Wx8PEx_6^H(Yvux
zFz6YOC{dc6amx~GV8}Q{jv*SNN}0p}G1>rt3P9RM^gRT^&s^Ga{h-;r#9~|^7whEP
zuS9xIEu|gSJo7~M&ZCNn9-c?bf2I3At+8=0hDvNd{?i3)=~CyTI;3v2Zmu$csggrQ
z$xSw3I)DkXuk5D38{c@?k#Bnr%9r|n(x$<;@yK?bT<YLQ2)!2;XM1JAp|S|ker};&
zBa5Cd*@IK<NlbZTTJ=fI?#^;PE`Cd*=19gk%2I&K$?16L0lqEo7H^EyN!)3WFKhuP
zm`3&A^UJvL1(@ir-Y75Ica;-Y0dO~onApP;TSf<Tw)(tsRKOsi1ldemHjc2US~|Vm
zF^%(qQ~+&6Uw_OZAIWSut*Y`}dE{;q``<$|hdt9LYg3<4eii^^0{(cH2Z>$g-wnUH
zK0ohbN3R&bzg>p>%$<7&YhxU<<<<-zNEe?=+{ZMhv0-pBWd#mNer@uu$1#ADSz>hz
zZcN-|$D<w2g?3XtFJ3lQ2L{ZEYfkBk%-!DBwXbgdOi+Jr;@sQ7;9!t<PZknDD~b!H
zg4hcZ>5fKqsPcv{OOVhIip<86e0UNHOr+ZmWHe^>Qi%W#$IVtG%Pxu`<7a{n7o5pA
zXZH7%UweDji>=iZc&baGT;c3BIKBvFwB<A<+}&#Dfa30L{0Ne17zkO@U<lrBVF;44
z5P;#bhW|#{ayJ$DEOsfPoZl*;amB!PWR<RPL<1<Xr(?R3IeGMoXEbiEG}cjlP|Ihk
z+mL2L19cRLU|kFX_ZxXsEcz5cIk}bVKmZd%Rp$?M;Ev_$vZP!)U@-%Hsa2M<y*}s-
zwLcGK1``jFm~;<wOQ2~7g@kCdkx%ms6w<%)nhe?Fh~xi8sVV;hv~*n_%sBO=YijSy
zlO>rsa}(k_ab<C(QWJ;q+I?RzcPrORNS)pXAfWmJV@+Z@`^W{^52L%SuT6zN+F_^3
z&pt5Cj!K$1^iZK-9mR<*IzCvue~57M$63;Vv^VR1r?AK>JnMW7v&E0nF4ybR#V1qw
zDqWW5?X6fWHTm>ssa2zLnM<2(X!=$k9k2i9tKL!hp-cJ;4~`Xk=!Q*cs&45?S^L^#
zZUevRAB^gcH?;I#fq)i=J!f@xJPRmi!`XuElO(W;<EW?#`5_Vb!x&7z1Q`G*H~i&x
ztkb6JPKGU@j{mkSc|GUuVIGO4*^wVd>Y*t*7G)SRexHSR)2LBW*xB}^A}Lu`d@#g&
z`omV4T9)<A1t>&UXd9h$s&4-oL>9(2xA&KqPT}plnx+WpCi%uy+DnY{q`0Q^TaZv!
z=kc`-eZDi*q}<gls<T5`(qna1brF%Xq;b>7&L@KU5*CVeLr(DK!beKv{_N?LB{O|_
zenb5R^LcH^&o6V1H+ubZU;7MfZ)#&3-fFl?vZTX(^LC@Nl?*KihAfo+3PnCk@oaSz
zM_sWAHYTVlTubALrv8mO7%1pBa7B|OjIFP^eENpAYEfos^5ickha1#pu?72Pm5H4N
zq~p<Mmf}S;^D#cv%}JCFBaeQimpcu^*(FL~(0k7?{VrtQ$NtuHVfT>OQ#NEd>c8np
z<_}%7RYkkjI^?o<N+iF}SP)4<PKJY#(W}UNZJYXr^*-OQ{vJ6J5WRT*8mxc#JP_)b
zSt_wc^^gDdV(skvqtB|>esFFfY~t_Z3P)YtR+T+r`AkdsVH#}PTDkn*-s>oukXDoS
z>hINOW^wCc0aAL#QXOjMq3%J}GcTW9a0P3Tu|>wy#aZ&^`+bpr4iB66?fQObFCeZ`
zd+=_n`Wo8^BW+pfB6VQAni~ZY@_mU%N@IKWL}b^zQsi8yxnSe04Pnps&h7<Fb*%T`
z{{Xk@>fUuuW(QPi)=$@OiJzJ^YcxN>jGqI$_7Ra#`{vAx#_iwdV6Y7T5FGjfl%J0L
z!lWx~GY|UIXmk9|r8^4u@3*ns^bBbLE6ow^zaWJw`JMj$ISh%PC8&510|2yPgz4t(
zg>jbQ4@E^S^%-R1v+QN1{{R<)XOc^^^zIlo>JAo8tvq~YBfIu>)6k^oVw3X8#DE4F
zq19yXQ{lDyJ579iWd{p)SK0885~8lTp`|{91tSdLw>-$K8*`ax+`g>Zk@)TNr#-{9
z2j{fZK`PvILu#Dy_o+UxT6_C)H}Of|*`$Bhnnx9`7QPuJkEDY$7z11W))cyIm|mUw
zFhrk>gZ5Xz#{LK3s3U0hfL<db)An@0ACsRc$kmT;k0qQLa2T71tf0Jr*MGKgl4I($
zrx7Y*si71imFp-=^4GIQYszQV7+BzslK_V!!DM=!2rf$bISN1ST!}RH?IX!#n;Rhy
z$unOis;+J81Ru3n6oIND$#fmCh*j2uXxAK-b)k)>aak~9fr8zC+PxTAhlACqk{Upk
ze*7eb%w3}H!XyTnw(8yA_M|x2q~&~9X;Z({(M+x2YB1LjsC1cRf_x-k#PL7%$cOFc
zHhy(G^g9eH@hnjI8nO?!S^Stm+oYE{$dUSJyq+@W$E9SOeoJYNr-%sgwyyIj0eIKK
zV*U-Y70Lj4G4i1?7os(<whazW-HsgC%5bweEB|b@bFRT|M3kU`RyPo5+Py%Qe-Z}w
zbL?ckDCtjomj%_vQVrtAD9GCcrwFN`@0MA-JOub=PJbQ<CaS~X0`(#^K-MBvi8TN=
z+Xr<xpf2CyVXS0ClCg?UgB`c9Q?7f5SD+mWy?-J^mlgHT|9$oi`@W6OBY#eUy`9LL
zYS#6If(aMh_272v**~sc&|BgBqFy)*&Tj*!Ee;pAkyAft^XtKw;tXA11@ELob4fB~
zZEv@5BOkoA5Wl`OIQa6hLPaCEQWm)Y7VHeQ+zyvU6gL7o54)Pn`4pLf#T{-ZgVjqD
zLUCugDwp5F6@V>~mPO%7OCP#J-04TiIfd#Kkbv6IPz=Sn$)Y5(FOO?>ejqT^3hFR(
zPZAVIQnj=`sf%f4c|r~bbGz1a0^mBY{MWt(UMz~ePnY-y(8*a_0WDOBD<?z=*jYsJ
zF|<v(wm#9if7`~N9JQk~B63->2DspvbiCxX#0G%DYlyem<`<?k9&`}+=KdtS({Qze
z0MZ%OLqUgDT56woYFlfmFFnW5Mi^2U8Hv_N@v^&JyrVO2m|h|^F8k^tppGOKDP*up
zD83}qusT{d%l2b(Epmf&1~<Cg50J3bAWs3xF;MCJ@cSv!dhHw`^WZ3vDhEW3HHpJ)
zKv$SG952!f{Q$cw0Xmqd_rGgrsbvI|Gcz^cQoD9|ShCurW^ReM8x1L~oW{ME2qTfQ
zAq;u?gTWoj!f@%;>b1gQ!T{e`QQN*sQCcrsJ(zYmkSV4VXk0tr<^aGK7{VF|4f|}2
zRA;S%WJ+B7*f?>5V*tfRO0C@86QZ}Fhe~)ed@M|$hxXwXR$i6a-QfwnU7V0<ms-Nl
zo!*^8YzdnEjATt6%KICTtxGO3H<F?i!tv{4{7Nx^-RmHy+FQK(cqh(nUQ0B#2wBgp
z#1lMgb2peYxp(HMA2}gaz+DZrF-kg!D;%AbHSX<ek4g;mp9&!0X>7>(vcpD~2V!)t
zA8S%`?tr^WnPN0}g>DoC0?2Ix?2B5z>9p&@fj_&SKbu^g;=u%f{*km&*d~vkj{P5C
z9C`VMu7pQdoac*Kg9d>F)Q_Rvu7KQ=U1epFn))<X_fo5oY-`nzzOi!%BQQLz)OTm-
zp5|z}ld#q5{h3=LfmQH-3$pxUmeMF#6eN~A59rW@rll4LP%5QVWc8FXN7q-1)$W|l
zM0F@{g;fN%PnhFYBUNPkf+!P}aFH}yJYTu5>eaE_=mLjA2a0nSl~&$)pj>g~$XmQ;
ze0Bsr$*OK?mOpUlw4((*pUgFEdKOr?C@D}Gy*QaxVNM0IAo|4O5HU}E6#$_@8|GY>
zuq2Ff2aBZF-H@Xm0hW{+ctM^c3z;ug%{@c(^vHm0S=bZ+jB+N*CoAPAYG;1iIO%(*
z^owCTb^LDP<zh~!NllgR4B8en5AbvDc;z{JQjX^8De=wFeE#w7zDOA7wJ?C2ona#u
zM;XV`1tEt%p#;MV%bzanFM17jb#eG^sLzm)FIFQ;iw>3|nt!ZGW7w6IJUR*G(1u(l
zS)aMI%Qax;M9^;2H5LrA%Sq-$`-9#l<q^kN_Ami)O8jHL($7CvvB&Kw(YMa*w>hnD
z05HfiZ(z~Oi4Xvg8Py^8j0I3|!wmkUBj}VxE#?Y{+0NdOOs5jywNbrXu`vY$Axivs
zC4eNeZ7O<&p-1Eb`1HbnP<oX!KlN`=T1x%;<(~y4NI(zIu~S*zkonL4!Z%fb7F|jF
z^^yv6YwM1{-r1~=KJ?Pj=Qse6Om0TR6;$54+!w1e5sL^B+!tXK2DpP>1r>n>iweT6
z`IvPAFa^mjuPN(p?ubmi<s}^3?klCw5O#8qd$&o;SCfy^d{2$(%x1azN_fP;pDdl<
zhY~7?@xSBrNJk>|r3O3!v6xe}&J$P^r0bD}1cY#sBAFG-JE8L6ChF%Qos{PFi&vf{
zFacv#1<E~nvEz$gO=`!njUl1P31s@d54|SV&yV3nd?6Kso8JMB`FD|Ty(S1J_*7Mc
zfV<3jbzGTcCQB>3ZD-nN^Bi(EuSYZ1fA(RE^}D2rlT5=wyQ4+Bdnf}Ct#3(=|1}g>
zc?_B*sM>S2)0fJ=Kt(m_vT@s3@uO3TQyWbT2nC}~;z{4`8B(+yQqH2Q=gEG6#Bubq
z;}rq40uimGDfg=ABqJNtqw{)gr)2xit%V|kKnY(Y3vkE86yH8yec)!z@2dae6g8yo
zWE2M5xaoi_QDoB~GPHi?ZdX>;tQd(<Z0B>C+%;)f@Ia?bBzwmQ5o?GB<PYeul7UF!
z)O<lxTbK`r{)_3gWt~&(3nT4n$Tx3l|99%NG>^@R6T6_+6uI1&L5!PzeXXCjO(}4R
znj?p5&E~ZLw=5X9jaQ(e!F`Q6c`_e}@|npRiq2Jyo~SZxK?B(iCAv*EQPM@i;wNqq
z`AFIMqCy~cpr-P4M(8?Rlw`N2n3uF)4Xlzqp|kOdP!XF#!a$gL1$#qK&e|DN@Pd_<
zJK{tc_(6CD<Un!%0QLEPekts24`(ovVXGdn)h6oLBGNJ}s^^uT>7cavdPBqeRrZcG
z>FA?wo)uDlOm1Cqm@)m{r}#^dJU|btx;tUNSIfV17r3AACCQSCZ;~M4OGM>A!J6yY
zt0#iA3-sNq3Rjfs-aWjt_Gc)kS1b!8_fhyDW?s)_t8u-4m6qGT&o`R{iDW7_N)Aao
zH$Kk`(=&sXz)I1DR<APtM2E+LVw%L~GCTt#)#JH@SM4R;ZnpF$Xn3v_<NV}!TMi7b
z#VjL*>P=UDirnfvnORWNFXZ?_Q_U(){+aWBe<#I2p-j;=mLUrdqX~jd#(|DXsv9PG
zp`$}l{ll|xz5WxcX!&gjJdO352ib;%c3A|wN&9AcT)Tn%f@x72oRz=ch(SJT&`4;2
z(>zQ0M*8;a9ATZbB?6OvEO&5$R)9|U&{c*6<!<0yN2I?@2t2Who6OX-+M(v%@C+x?
z4{o~xYNV(GNTHac;U+$fhK^<!=G<YgZBbuage0<a?>dtQq6!tg73`Rz2vUG-83vqt
z0r8OaNRDk#7-FNy7cg7{g+ZS9_PweD+of;AO=g2vQH6yDkl^`YSWUXKtFr{?ZUgKL
zaAkFYgy{^DG$#YklQJ(&RBQJnCZ0G|OI}{SInZx${#VucPIUw00QBU9kf~ZTk4P|c
z%miKxWlb<YH%gCzx0BL@jkU?+wF?=a^@B#F8)vX{pgF`1;zf#I1k?|d!gtyMmF=ZH
z3WE+MtEn$mzX=Gc`1UnUoZ1ohJwRna0;K?i$_VD>tste2K;cB@WB+(wdIgq8ks@JL
z-_CXK>1}&sY7)V#pem6G@impm)_`A%9<vIu)?sBdawk=qW+9OxK@b3!IIHu00qmh@
z9Xrq7>Gbv2ugv>RAToavHklEdp5y~vqGfKA9tX{Vs}9Z<Sz{rnaN&^#L5(qKJE$~G
z7OFK&Z%b0RR0lYaJ=N1P&YbqzDMh+4+xORsU?f0!RMpKXHtKftZ4N-^+Gl~)3BiDW
zPlmC?ukF%-_g?pVP#9sEmCpcg*-qUI>;13#+n^oEc2kiWB-5%(FO!Dym<^qJLY_T_
z6oQ0_G)cHp2#Neikw?;C!^prQoa`kxOo79VLVGOBu^%Eop=6J?0YimYs&nI>JunLQ
znuMVa3Ai}Pmm|u46OwdUHRI_Nfkn8!54=Ij-X#U#QK`J)-Qc^r0fh!p;*cU^=8Id#
zSkj4DFP2nT=u6Nr@ojAG2Td(UKgqG4^1K?|X569Ex%P@`a`R71QuDQ)=-Y}Uaux#K
zPxYihjDK=~yEsU>u@vwTUWhJ-eg0P*>=!x2;PKmmRa)uX^~vdvVFVhV%)!$5B&@Y*
z+o`vXo5LH0=zdQRI1KMTSZKmLS<!4vp?pn>(XV#%#=6_I4e&*0z-c1Y*?pxY1J4bx
zL5*l#C;$k1W{flb86wvEDP+cwGW3}HbPIW;0>omF0big$oI#^=Plo`s)&#o^debv{
zX0BAU^Mj8Fur#Wg8@7ymFGn;C)O!S34H*Qd22tVK2)Y`|=~$)M2=b8X$t&yZ!z+G<
zT+oLd57^UQmtbWZK6E{`TTXg(Sy0SmUohn6GVZFL-CD(X@MrJT%$*!*ysnRAu^@?+
zl-B{1G)W|+-0PB+c;r$h72@2a-*L|}KWX|l`Pr*U;KVc=QplzTV%#<VMtvR4{(3+p
z>EG9`R>3qtibD*IGX7x6qfQbLEN_+)-U!0L_#uU?3M@sf(59tTDknM~fZtY-rWZ+d
zZmNoCgOKA8n#c?*&_btn0LBL<fLG}y+GPfmLcpTjq}Ed%nGFNVO?)vS#?ol7?p<&i
zs6;mF%I)?}jTdhFFv3z6kg*biB1KvSu<GQMB`$-nN0(K1%QIwpi)J*E9{%oqX%XDZ
zC}=h&{J-q4o05;ijX3JUSy5{^JaSF)#1mn)c1gcnjPB!n<7F3T7Kl(UZXp3hYw`O7
zEWeRp?KXHlr_eC9KQw81LU9Z-u=G?gVNAv-6VnF^`0r&QdL%uR_g^+~Jx@TAbym<~
z^RzdSjcT~6LGF9z!WgB^u;}M0&c9>g)ga^5eKyUj0oLQ20BL4jyH*=nA7H=Y-QAq6
zbHmsJv+_dUw=ImnW;rOZh=rKQpPWP`9ctvGBep5j!)nCYY1ezE?zZQCPOqttr5qGr
zZ@n~=i+f}CVm+!j-QjMNq8F&Mpv^EbRzF8;dhe@?{?`;(xw%G)veWQ}MpTU@3`F^A
zSnThkn3ajqf*oDOV4gJ%RXt!a6F5S|ojI{L&83q@y|ka4MYCxGHm5gYinljr=>Ji@
z^qinhD<|rGid2vOsrvTGCA9c(7*xS-faVm$Ukt9GNeJ(ww|j*$nxFzbdox9F1`?{E
z8<~7K>593cP`p4ug6`K!wl1&h3g>QLd#rGmo~<5^VF2)jNAv=uZdE0|08m!H<y3u>
znh(@bV=Gn9PFRfAA;72#I6&;_fPER<!|NqSH(KuemAkaL_vq%0hKuZW%dZ#2e_uH?
z-&&`Oa(|K(xBTfx8D6>EzcIDTCK)%beIQmv`C3LngVMcmFDP-HV;eU8_mjeZ@9w?)
zRC3~Xvh{kd=@;vW!KO_IMU{)bQosq#<YcJzj}MM~=`=y}=wX$80h~>Gn`<0;QRTZ~
z!WM>Rs9xU{rH*Q+6`jmSPcs*wL#MGlmSHBzaqqVjV$cv;=s*EcSFCg6=DOkjriu~{
zu5`s$`E<5Q^zy$nHRFkiSBDoCzUHKH{0eQx8Ot<O&dv9~zO}cc>dxGM$8zQV4v#3=
zO(8RIl?dl1jY=*=Irnylb_!~xheOtkRoZc!8*|~GXTCwyBqtxE<l8Id<x=7zfivAt
zL){L$5c$~Z^Sv&*Mr%x7uGzl3;bwxHeubT6K{CvAtGf}LoaZc{5vhX{<q>0K$4lX6
zTn0M3k}H!Zz)+BC!P`i5QS#Ra&%4w@ir$euh@)?>g2X7lQnGVh9H6`$2P@k%XKHMb
zv@JoVfmbKs>AbLr;5OIfBQwZnz$|d&PQQ~+-#s>Ab4xwpw2M#@#7+KqSh{ttG#9VS
zD^+47;G#RY^4Bc~U|vOX^J`yt&7*}O==}Z0k3FzVcusAU+k~F0acs-~0P(9iC5O+e
z`M>S3EYg&Bk`H~o(qr>pV}ymrCD!R}MBcS-{*ldv0KX%)H<~}%cQ!l@it`nJ$H=Y$
zM{+O7oOm0MHRwa<F9<ooFjwE+?<af2R{t@Q*j@mvX40oeam}pv7lqts2XKc2alF$8
zfid{dpASnu{nv(QtDo@Qyt6Rd<BVnOQ+xZ*cjMEiV;d1BuQ$&<Ckhg?y<5+0{9Kw-
zJ$&W9lJ$+=Sq_`oZfS(OFUnr0Wxakg*gpmA$I3j^(1Mhh4N0UYzzG9_K8d0k)zH2_
z<!G!(gpLZ#A|uh*Fo(%reh9K5gr}3An-O?IfNk!o^;L6&FQoM^FoU^E{&pVb*&+Nq
zKDt%6lABh~Tv0I?R?<S1QUrlqO{|O~?s`un(<PM$g9(Y{i`c-^nzpL;0XD#oVInmv
z+ItGsS774Pq$n&GSj&@SZzs2yHIR^%JQ9<_BTeTqkL-=Ds)Udoes!YHbJRUS+9B)q
z4Nf$Bxh71cZ?A?i*(ckUPeP^28>|Bq^lONQghz%yYM-e|W3mK<?>(P%RvXjMnWQOg
z>e?UUm6q&%c*#rDA4ipoH`dAsUL=Kx+R=OOQM@i~`;6mxX4?S58(~|9{{D9Ohh+Qa
zw*k&tZ+UT5q14Q@z425_H#+j}(_>wfSk1)H15-PXs0*f5fQ=awF|S{}ZfegMyjijr
z*DtUN5W*O6icgm%l)s1}K_o=r4{3$2Qyn!x?|Dxa1AZm9HH`SbGA0>c?2)K&<n*JO
z$p8VxrWnL&ShTcyaFsumaq1$dKctLomx@8MdD1+&N+%ffc5Tng1P&R|j8fQQPF5h>
z`PT5drK1Y6QR-a}p8Kx;Wm{W(!(-n$O5yJR7<3V`Dh?43KyI&ODKV@s3k{DN2kwT?
zE81E+h-Lo04o6`tsQ|;>lCtazh)2p(!%yXJY>ld7heVS>^;#(?Icg(KIx4x;=FKl(
z2B8wF++-nx7sHt&M1x717*s27)I4)WU({6QkS=kq8^<c?O>g;g6%l0`D^Yo!a(~id
zL5$L{Fw}_P*p)qJs-CcN5Ph&zuBL_nel-Hv@@LjIe!qiGKW%s27XIlyn2_AQ`9wbD
zI`yDASP4X$8|+Jr)RG3@e48;I79nsUY`k!Cyz}*eVgUuXx@v5#mudqhkx>GqGuCd$
zvO`_-#U&K+!b<1RHB)nVilW8MG0e#oaeSX0v87sloF***<_F%W^9H^9uj0|^az)1)
z<CDjCn6}<mGsYk{{}t(6*s%qdzbonTW@-ce<@I83-RwiLlXu&;AKLLVlB96jBs9X0
zD?K`K63fCe!p1+X=<9gLD>-d>1u$uJnhukuKL#*VxpfpaM$QruZgFM6#SXqOu#CEm
zv>9B<3J>Wm7I0%aGovhe@@^b+`BW*Bzwhfa&S>|y_aZfbxnbnb@WJeoW6AGM_+IJX
zP2)V87E5$vi`yFQr(X;AfL=eVmEY6UDxd6{gMT=*u-%tP&N~>Ko^EoUPZAm!1gvzq
zW4&bbgmCiVI&VCK7~mxG>HMI%@!^7;#f2}}?lt~e?{Gx+g#7;iF&(05OOQ(^BFCOz
zZ=Ix)`0L~AhtGDkAKt!t^TtKr%<Kd01z|E?;dhf}{J_rkXEyHkIgu;MnC@uzK0Dsb
zV^YZ!rsSKf3%$YwIFR;Xue2MIp<l)1450FrlSmdfts7`smLXNT^<#kJQ)4m^(?+X5
zPvoNCmM;t>&K|S>7URF6|1hejvXSS<+BSm+Z2KUiYOaXebE3)Al4+vT5qSz|8ndz8
zp5a38VbNq)Mn^K%26E@OyV@z_YAVr)7!;Obkr$GLRiqewQLYAL*I5G`z<JH>9hrKU
z|EYY1I;v|}1%0cEpk*^?*_F9%hTV4m-1<JEZmD&N##t^NAaGT$E4@m2E{23e!b@c2
zW$?SMIDJy?VIF~nq9wVsbYh{g1AjAMPl~p2Lc&mxgL3^eJ6LHvXJ<yuh07m_jV0Q5
z<;|Awopv7^5|k6-BYG93+^kla^bM&s++_@}N~)XwiEnd9K@Cu0xLIQ)`ik}VZy$Yw
z`L!d3Y&07wCQPfnQIJwY?DQ2x^15D!V1O?MUAQJV0wulTxmQ}Y$Rm6<CkEv0t~lrz
zj8yJ5G`be`W}8$M(3=u4%Z*=nYrXS8Q&O#Sf3P?lLw$h-qt8H<zK)||o1blUw&Y87
z>p`j^NKBxnyt%v|VVy>d@wp!|rte3yJ8EuF20*EItTV&~1}D;rC0lWq^cthLhErhY
zcW?aK^8}{X<!vw^TrDf$?)?(_XEqxcP#R1l(;;9@uv%^TCmoOR4EQM=DB8DX`Fh6f
zJvMT*Jgk4bWDL}oZxPfdKZTlD03;s%{Jx^D5^dLc;4-l-5oob^Ywr=p%cuOxQ@dPH
z(F%noA-k9Cg4;gOt9WB_-n?-|x^^qZ2Ld(+Z%>8k>Vvmw5Q0>m=v}nGKA)ZZP;?r#
zUa|Ck;(Ep2`^y(n|5l?hU)E~f+^o(I;EZbDut$y_aYXHBxg1bfdTBRoNI32VGw^)-
zK=VVoVyCOe;9vb+pJ$h!*2EP2E&BcWgZwcaaE-slbJxn>9UtDi+FH{!Y#>g%o)!D#
zBg)kGX*DovdAHX3^E@z?)KJ>fB1{C3aVY#^L*kTm*`vtgjTP=QVHem>dH0oW$K3gC
z{#@-aHp0+U?#|=7>WKSCKvnd%Jl<8wcBr50b`SKBZ@+sLpVP*WMV=vs`x5>8C|R6K
zIy-pb8RBnM-yNU?wdnYYsl$~qsmYc1*dMc3R>wWySKp+ae)?jDeDD5~oGIl)u<IG5
zB?EPL0%=qmdmUa;U7kO>Bm1p-xGm|~)gS%zX(Q2IPpvGPiHn~$XY_vnt!u*X@;8$S
zr~AhbO>Wjm%w|gtE#Ij*DEM*wxiij_`c|Rqcj(Cd3y*G`c>%xo$E3Vbsi!J8bL46M
zk<7s6(_53H8nLxmH_L@lZG(U7Z=F)qwk1{e7=?!g%b$I58dkO7WwZX?7=l!)GaWc&
z{^)D{x$F;*JT5jR-H-zC57tJ^dwf5+YX8C?IC?G5GqCv#{f|Y_?X{Z4Yqj^>4rdH>
zBgr0E!|#V6%kOsdFkVQis_!gW?HN^^6hzW{pFcnS%puU=<2iSPccwy0de4*XT|Y0R
znb5n~6$49mw?FuMXzL)kKOkoFU+T;@?VV~)#u?Ng-T?8AD38YEHkAjBJ{PC6Ksi-q
z%%K!TLab8D8ddLh?B?Ao#oxalIPJd;_d6o}xwAS{z1W=O=Ec|-OgmC;<239Svd1&{
zWm%Zd49Yj}Cj=##^d|YpEDPNMfPiPIxaYw{->Pby@68Ar#9CQd41G1-_N;}>=aoa#
z!KndahTfgiAw=u#Ep?8~mEDHV`(22GZcZ)eTNO47IaB&!0c}RHPTrNISp4XooHP4A
zylS%LHPohu#DCk0N$bb1i-z&K>v18KaAVn2F+N+#$Lhw~)+}BXOg#7EztujUMQj$c
z=JnNqM$-SgR0RoVGZp%_5)fi_DZ);uj!XA*q=no*@o!*^*L3lN_>i1yeM7Z65^WHz
zT!r<4(O{u){%c{n)}XwUQ{#;{17>HAmr%a2L(l1PNMnr=$B*y4^6;nc9`zTP3EkFR
zuY{Z&8(A@a2UvNko^8bWNTk;_qZAu>aQsnCP!9s}WvvYDaqYd}PhVDTgm7zG_M?Wh
zijy1on2&y|H8h19uUm|T?koA9<z7EUSPV@Lo^5$!yU_!Z<v;#yRdn!rN$b?kjjS}W
z#WSl2s%jL+hfOezl}*_%Rcly^p;WQ%r67oFOI_oEPu*$W?lQ_tlzbbWMJ4b5h&uOw
zrvLx{Zw#AL%#a+~w6QJZP>CWNY6mnkVkqW(Oe5;;rDi#e4zsp77hapJD90i>g<?jM
za!8^aI*5)s_xkSh)Aw(9UM|na<8i;=ZrAJn;?stD&uo}09!;(Fr^la)4IPlR4J$X#
zS!4=^()BDKcm{nhn=N9S)p+}#iX{zA_Y`Zg!hLk1iobw<&0R&m1UQ1J+icZnqHI?2
zy?)#hg45<XXPsT}8uzg!yha>~QUyjkDv(9b^C&x_#@d!ZMBfSvqeS;-!y#4)Yn^;A
zitB}a_4+A#()l^*RABnCo5?eJO*rMBh7I3upQ#SXAH)l*fk2la0aC$Aeio!gPE4~L
zU5gMg!~ohY0w{C0_u<wMyh8qy`YEGs87Qo&C!H0Pn;3K|>63QQgM*E?Sn+*J3m^}5
ze|BKbto&o`?N@f(%O!r?me&nTFagPJX7*;Y?<M=}#~+0wd^R<}svk^~NG00>ceCCG
z${#Vqc)!BSDebW`R|^mM6h9n))-VSiy?z`92Y@L^K|mgY16-ZdZ`{2vNL5Zhg~_cL
z?!7M#e7t=RsjSgA2?Tk%O*j1qn64*e_&0w$|6p5m+A(Yx<jWiH^buaV!THdXiwm{Q
zzXFn>!S47+1^TpB6vi7J5d>%vL~m;061QCJS9+1;UtnV!9l41ij`o?>iBLggci?Pn
zdztQ^ax~ZIHZ_AK+h?dSt*VmkQap(qgeh)4%RW#Pnbom(6MXq+Pd=w<$X3{*q<(GF
zYTX_OJ>DB?kOH+5XF+ISW3PKTYZ}FU20a@^s0zWO0{-)RFzCOGxkscr2<VqRu)cO`
zxZ=>hR*!aD4rrr^8WHJ}ZpDeVEe0l)5HgPXsQFrCN3LQ~=r(Cdj}*&1ik$#8C<fYc
zH$pzRpKGNqg%6eM-FsWk;~rTnMCwF_zzj18o5!ZdBZtCl<*`NbcFgL?vuXd7!kXOU
zs%%qRlotsyf>BfNb0{8)Y#VGTT2FfV^g}Boz(+vd-W4K;^C>%U_N^L5W%ugQm#f3V
zg`9LPcE>ZH3esNYR<H;K=WWthm%b<h4+$f(O`fRI>Ah-Tt6#kA>5j_$8}9!B?12T^
zZ4E6E)t%8^zJwYKF$&i5GLjO+ZQgzwsWbX0FJSaAa9APe)?~<Eyx#4GO&J+;6nE}n
ztN%TJjCuat`JRi(!(Z0qiv4O%L%-c9gurD|GQjw8(m>y3g?W{@d%PTY_g1N`V4pz@
zK73e6-7F)Pl!TUCh~Q^-vhHfbby2uF7o{(VK$C4!qu95BGgllJh}&AclUn4P+(i*4
zhN36uN))NW$2_Uzbfoqjg}lf(`5NT+%K;`oXn3_;WFiwFQ7j}XoL3!mD;3$G$Ux?H
z6t#c9?0VnK&??eb8$IkZWl$@q?EdTBgSuPn(3XAOmLnI`mI3;mE0r~#gDCRcw2C?P
z&^b&%TieT-{nq=we~?q=&gZKAJ=7-;s6+tM)+6&W0%lL@PhWWjv-5M+Ni<CR_U1Gm
zYZtxs$X20{ZE@wUr^_I$nwJdYy+H;HTB)f8MV}gA1$}K0RJe(M?S$0<Tnwn0g0)d<
z;-Q>9%A<*pu3Jv8j*kAef*Ac{{8#bxVYYcVmo(mNOU>r-SPkD)98zG7lUUkG4G=YA
zj~YbIQ5#F4H8enggMUp?k|}GYZMJnqW-#!bn;m5@D!v{|EjI-qJBx3hQaAK|{(PN{
z3EuZ6cG#BA_1B}5G6ZTEK2UlfyZF43n+H!4kR0AsqL<ywI#x&;p7rm@Nut|XT0wmu
zCb<Tz%3P<q*6#-1lGP0tS*At~bFG(lSU!_;aqj!w9?Kl4*a#i0I2PTIp!h7$^jYjS
z^Cn&mR)^|hK7A;fM^xXuv`vm3+I<lk)2DukBDO(+uyh^}aUn$n^$);WyuaQE<?`#a
zBzXsd71%d^+lqrU>tCojt?T>lTx7M9{Z;Qkh!8)jPnaBU%bp2x8@?*>M-oe`(#4<x
z6-SNihk!A+HpC_52>-dLb$H}^vPk@^T;)TSB!E8i`O63QLTf36AZ)*e;HU}tBE1f+
z)~;NNrSO@%La&Y;LX|q4{fmg+xFY|xc_#(rliWXLwvdH>%sa_;>{bMD^_6X&agY8&
zs2)v>n5}FM-cHI)0yB8HM#HzSC~n%mk-^27ZQC)UX@NmGqyXe=wZi^)Iy)LE7z&C6
zN1{T3d!coM@UtOc$}u)SHBS3R&*$5EcfA3+@?Nx+%Lyf|txPD492fGtvS3?NpoLf!
zBgE50=Z45U=sVzzc$5AD4Mx$|dnPE;bzelzg57#l<Z8L`4W*H(BQ}1mN_sx6E$Q|<
zzkf`h>eZ#W7AOonw23p+sK4tNz9^IGm<82Dt;(K6{)TtQwiY$+PB>)dPuHE!hO3KK
zsI*E6tEh`15}gN<ToQ2Y=UT{BQ8Z~5?@;p;B4S&lcZG#sb9vQw1$co8Tr2qIrXW!i
z<&u31o}yb31Es}7yzpYEsFu$XY`5Ff5_W^sBVQXR3`t1@RmKAhT*;;}EUZr3nYJ{9
z6p@i_f06CU2VN2LC}S0MDX(C%pv(IJii6e~%`wjvY?U;}EQwq5P&n1yf19`sJ8m{H
zKI?l`jz@U88b^A0JkVE?w@5S-l2XT4!6KU1sqnfw(tm)+5|)RstRpo}6-RuILK^oU
zT~}rZ#Zs==LK!2JgX^tR$c58V5bJ?0Osz;0w|Q)c?9tAli>srF$yTAoTDPW3$oOY}
zrH@~L0+O#9Jii>ahYwJ#@v?LO3RY5ttGhbZ#Xqac{n`$|b=w12>4S=wM}nzlN?DJ5
z$XFQ;cg?|Q3Tagp($FxfE9-ovU9l0>oMe<Tzbn1_lpaa!0pVw4r}iv*wDXod(l8Mu
z{JDO8Jv9<3yT|l{gj0cuP$O}#0>nh=sXg{a$3}IF+xF%}ZrNQ}dhUQ2Ox22D-5mIB
z0J<iVV)>-A0ek|J>@;7X4!<(G-9Wj@9Yb_$;$Pn-mXZXKj26W9ZH3<Qhy&3k<PO73
zSL*M5=)*6EDh$53D@9hcQ>OV;P2S->*~UgzVeNrEPv^F@wsu1`8+{`|k?JS(621PK
z)Eh8YBtT4&kE1uW*PBR1iCetUC^z<z@!14WzwC<j)!QDQgvM3HE)<CQH0`6MAHxc8
zYn^GaBlu&805hc{aeOb?dvf53X)LuQU)X3Fi*dV`4T;4}pgj479XkCV^A)Iane^i)
z@|o@pkHuki9UH1(T8IR|L`#VAN~?a++xsv<)(Te0DdD+{l!qg`QaG`$wb2UAD9#31
zSt5^He0{f|edgdNHb&8gbU<{gQmtWA&D!E+BUzNHk_C%1(F5G!SVMbEmRnVv2kl5g
zW$F^pEzp)qPyspRz3l7Gt!GTrj>XOW{B8fWMVlb}ahCls4LHS`*Tc4t1(!Dm;qWZ%
zu_!y|hYO)~F7`@a8bV}ynv<O!KMQpJZOiyN#$1W~zEeA#d{x+jAYCuCB&#~;l~zkm
z`H5K7`6uAZQkW{NC975mR)@jRmpHLh9~&Jx-A0c8s$mdxv^eKm$IAvNdT;hW8G~gf
zF4};Or<tfT`ZG)J5hFX;ytRef(|K~vO*9TlY&ZKe=l5fCyhy~2#1P3ZOz{OaZAwHC
z54yQf;%x=k1;P%z_%t`U_)R^iDAyE!)xxx5ducV_kj%Vt4}x$gP%^6WdfOOUX)54^
zTo@wJ2})17>~GDeI1TX}G}42VDSuc9F>o$UU&);E;6Q?@RIuA)Kw2t5L?bb32ITX_
ztOGa2xAn7XgM=1D6X!0j+ZP(zQz!C_?qOLZNG4mjVTOwFNs_C=BWw(m<9Xt`!4sB)
z22EAS4lW-7KX1!|D(>pl&dFlCfOI6O0DzUz^uvse4uv5On#yGgfJp*WOs8D7L9|k9
zFh9Gu7k2k<ehRNCUUYpLGVjCZd3F~AjGw<h7KU~Zl$WuE1kW43#kCbdAZ2|fSv@N3
zc$HF}GyQ)n8UW`ihs%q`=`2*o?Zh3R06A@l%dfs1*C_M&lJ)kDxvjmG=L3aD=OQe9
zRH5gjs87Rx;f&x+&4q&4^r7rptpF@3n?sQ)&Gp$rgXpUVGhW`#Ah&jWd)DE-(38*P
zL$j4B|McX*3$$FFS~_38zAW)jCUfQKW8FrL_ekOXC%aQKw&;}<;3)55{F_rHya7TI
z0h0u?(Dc=U5IQq+t}zs=1GeLspOIDDlaBQ3N*q<Bon>bW-G=hZ#h6gQR5}>1({HQA
zuQb6~ip=J3WgcqScPd7FOT|C7hD;%V@q{NXGTC*Nf20_%i>sN*ova35xpL@FHIiqy
zgekGPjY%0M&I89132dxV_#H2*a@GC251hC7f5>~kB6O-7*Qyl#iba5Il<YSMA^kS$
zd%%OmF=jhZjztI{YT3804%^G};HXkJy_~2s46;e72|x!Z0TA%(JBOmZ)6>CpUTe`b
z#9NU9V52zKJ^F0!O}s_QNRipPu{1LUnAZ*0&c4mHKKgKd=KWb0t1a{GofUP7N*xB3
zW(;v1*}F*!)2f+JvZMcb)~px4B*p=4QBtYFm_$_1a}q<Y7w-a<m-xJomi3c$cFABz
zUd@a>qfDxAG^Tdl*n{d}&S)=XsHA_xSNE{zr*>DW*lRTZ{Kz&_zYFkrJ(|Ay+e+@@
z%WH#pM<UmF>4U%r1v<CRE7S-Owx23dNUmFZ=)uky7jONs+RSEm(%DT>89fVE3k{PN
zK$ObLAhyZEH_fLFsqkFGyz9oPuUd#vmRE1Q=C%S{kP7%bJyi@4UVFv{0Dz<ec1D^4
z8q=*8-gR`}u{c}%>fPkkOFJc}p7PPU3L=oa!)=$2vSr({6^%-~L|VsmWvZM(E~G(o
zs4Md``nK(%Q*4W~W-&!G8_9c3N9;_S47pC#<#*V-CbVm_DrNZR$g}C}nRn^`D1PtZ
z_Ol6|gTP^})y*?&>o>9#;^TqIsp_x%ZfCYXzW=_~lwpPeNf1cx!CU+~8+nTW_8=2@
zzxrc9xRNfGet5M|5Wx14!7vuCzYuE=rV%f}KF}>M)&Yt1o_9AMwvTPDB@LrRSsnZL
z>ZKYsTE;alfDVHc-V!ODJpWG&+@`rrnn~N5urcCjBB{7aAv8@7F45b21@7j1CGdjD
zUlZe*evqg$SMf&2?FpRD(y*|hy8Y9VEv>4;&WllAcV%I?Sb8LkFC+}sy*<=iD#3aC
zz<wcysN=aC>;sf0-oI(#@?QfNVBG{%&-mZh=v+t$@uSf`XYqXg(A6?)4?3zoMrgv|
zvPHw5Q?&)CnSQQ?Yf-^qkyqXGmZ4hpH(+jwXf^0sN?pY~=Gh&XogOBxfb}hE@o#(Z
zP|$P?ozl*GYz?YIkqG{OudzaK2^y_z3kF*S`YY+nBLGy5c{+V<ck}t*Rg!X16akD0
zRPeQ;^S8XhPGnmGhyKZOs+h5TBbF6&+R<HK%MD_RwJHB1n|T)oVsMnCGx>t6haxyk
zix_NSNk&Wi^%TB{T+TVT>yLQ3aIdwY*kRMJk!X@%OFNDljKVS!FV*_kv3Du=Gg~5V
z;3d5}Z&t_wTl=uezI_GR!>EulYpVbGpq*hNBHEiSG&_n0E14fa9SDhQ`)wXJ=kZ%t
zA)iQ5{J;%TaH@QGJgm)hepbuBx4iLXT5GQ5l{oh1*B^__ILVS_FI^b#6B<5P=45;I
z#*o8Ub_3PvR#H8+QfF0&7r`oT+JcqpcYB+Yvy=pdXZjW6*VMI<TVsBF`kfV^gph~%
z&Fx!ypgM6Z63%hD@75z@{^*F0f}ThL=TF2aKa~MB?Nl<1_JvmqRE3=Ux*D(WWenz;
z?Cg6-*u;`Uj`w$(=ofLLTaSt&mxkAq1cfela242~UO_LYDu#Zf&xJ5G086$E=kvr+
zTO<N`>9+(zARP<O5&=U%Zv9zkvE1&k=@r4BxU4WHNON?fCEOlfke~W+O)D2fU)r;y
zyI)+IHE5#2?1ugCc#c)R>^IboJKNKh^IqXx8*Qe5`}S8$S0euO2a8$Hp>tsp1|bzR
z#kDYUh>M39LD-l8+JK-=5@-1y%_EEjy?gmlJ6zr}sMAGiEg+GFLmvL0!wiyZ#x29E
zJtivUsh+crbiU99R3B3#G;{on=4Q$3xJY)Bd$zjAbgdf6%o0-!pv$$z4Lel<zg!DX
zO2R6Eb^bihuRE4Pc5X^etBx0C>1=n*iT_hQK_NO1ks>&;1Yo9db@|-AF?V7ttxgKT
zS2$#}n1+N&fH4$Ob{+*toX}#Rv;<;zNHNe#5DAcrjFUt;Gpnznw4RLeB@vK9j4JY1
z*e#@r(*2lgo@-WYmq@E+SPywruShM_B75ccj^grm+tumMXYNe0w@X~D5f-qkQX{|~
zId5lnHnWZ%T2x#TL)DHXO_-sXSdx~;cX*l`xwJ*|5eA<Jx4mQ)#?!3z_ig)yjQ*K>
zci`dW?CVWR(828`RwOwqq>IvQMR$<}A@$mT@<6&6rW_Fo3hvWqY-ld5{(6^yxW>Oc
zN-cEIA>EHaD8vL+Z(1lmY>75MvmgnrBUmXL?$23?9=hZh-?CJ+I~HhFnGIvR-x#U=
z236O#VdiTIcuw`@k;ZSBRZC~`Ws-b;yF}PZ#`Cg0Al`VrhE{~CzX4S&)=`BLu;2g!
z0vnnfDU+YSt%dPYZ|}tLi^iuJdL%Y+?ELptvi(ht?qf2gJ*Kooho7w*;V*1DTjb~G
zhqOsW-HxU&)tf&f;z9y&9F5joHI3iukg{FC82r<$y7U-)KDBb|M?eqj*In<CAM4%a
z+U{RIX>&PPO8k(fd;VA%cYmGh+no*Y&fajRyjRz)AC)oo{OHe4cd6Y2+H37?ygE8t
z#@F^==8MgznVYA#tGnz*^;ovGEiyQ8G*p2F=U?AVon%m@VgIr>+2|FEFh_c*K37|k
zFMk8Od{#g){4vm{t!!n6Bowqg2|%A!tU~TTpLZFFh_bFNw9rRjJ=UX=EHQ4KH;<<m
zp1ki5@g~4o1esB`&2Lw0(0*&R_#HqpAozu#Mdhg8<1l@wUWCEJ?eHk$mMZHz>;!b3
z2kJYrDdXSOS#4i&lam;F=%cdtYVIwcvYF$|1&c5X(@RaojSexztjnWx`E69<rl2q`
zMj<dLw_3JK$d35%p<+pFDIYzIBl$H5V944gyil1YFhuGkhn}p#ulBc3sIa$fZvg3Q
z9!=cw>C0yeb4NT^oNFT0q^1I(f?ZQFK=&!F_f@~M3}`|h<Aks;TYkeikA1zAX~Z&1
zqIXie#7E0B56V62Lfq#McGbc~D&>JX>yAp-TX1PRZhRPuE_1?xNy}(u2my=O#?rqn
zpD_yWil6dj&9>!N!-{Q`HlDPeyW~VBMbv_j@@^z;a1*m%czpJd;eCsK51zataMm)$
zN>q<RG7;r^kr^k>o$!)YYKHK9QvO=Hx2ZT923Hnb8l%>y?2MCTmhvh*Xb=NYWn*Mp
zDtq^43h~~D@y%y(2XKu^F-y<;*gxBlNtU29N1wDbW*oczi~7}ZN9Wc|mF}H?6jn11
zx}<Mw8g_Rcoj4@j{dUG8ZShdSh}(b_lP$MVY`0}46`{%tRJJHy4?Ovx;1KqGWNU8p
zZKmNzy%(qdX}N3ZaAjs8QL*UE)r*Ti|9^VtLsaa40M*o@uYZz%-7gGyuvwDarg;9v
z<b^^iFNpWE_4ir(ikEmZ8I{VHL-Rpm#1OI}WY;Hogr{tp%c>hpG#K-JSv0byP05xO
zmqg>2Ej<NbFGh8WUUG)v8AU_w9IRW{q*iGO>Q8>S`V;J<BV&*u3++2X*na?NXtIp~
zk1h7D9G7mx>?mcPwZkS-D!*B<h0HDB%hv6*Wa#mL8VVY_lP@iDtQ4lyFz)3eFI6c`
zl(D(ESg(G{{%m(oYz{#NBwzdAy)v6JC$H9y=nU>6Qmw19uE;8gM@0SJ@#a^hxsCdc
zkUr{3;2Dj1&SwhGjx!h_r+*#^WsrH?U5$WCHIL34DD!Gnc7A62>)Sq6gaWK&{d`s$
zQllS1q!Lv@TK??KXM5!Cy0cy2CM`dI*o9aM;WH9!dbbx1oR-AyU3NKWY!H{xmWHp&
z7rLZs{9&}bxTJ9MLKt2a8b5HplEbpoZ@1VL*)?nOGwIQs6;HmpGC0d(^6VK@|K?dy
z?$m3a**VMRgj7Y&lZz=%7<}f4E#2UWK<;dg1Mw?!cQC4T{(cArdG8!bDTyvF0+oN(
zu^B>@h~a>dNc)aiK=pNiqJQvug2`-`@z@dyxc@wIFF<-a@=cs!tk<n*vO>JeQbvkl
znsY~4uWp#xWn!5P91?!irnGC6exR~GM09=?jAH3GwzQ+6{WE8IJ~=M?@0X=#DOQuU
zD_qe}7j6ETmTPoq2IJw8C|giVt(t=BvaV<(aQOsG1ek`ZH1V*bwS|_K$QFnggToYo
z$KP!iqsb&`6FE(Dfu#H+IOpz*z^<F!{{);$Ho7U4%`1v$6%I7|o0?Lq&lcOUPLTYp
z3_sMOp)>TEf|euRLOu0~`sn9qfBZ!zpTjy?6+9-JxOvKMFf5e9Ix-*h7<;dOdZh0>
zPH%6U@l&Q8QC?(zmv^!l{`K8KHkbt&H^lg$YU@?$FsQ#sf}PMiKC5;#&P`fc5|A&F
zmJ>o}47wid+(<^f`1>?ubjyb)UU;6%CCrv|qFuAbs;+g-&tUAWqPyCNSn3d!FV@o(
z>-%MvH#Y;6D|h!+;=IcK2GO67p|kyie(2mZ8*AGEEdsPPq&|D~Anu>a{Ew9R@|r~(
zc<c8D^|d|sU9KGtM@3u`z<=Q{6Ux$@C)S2rDVhP3f4qN76bgzZB3%$0Iw#dSKg87H
zv#-x`4?#yj#Nn>B#Y->JwjFUk$0Vs9d)`tza5duB2r1Gu2j4r&RW+$1N?-P5K>>)h
zpiE9Sg<M;D?OJP%uaW_N<<j>W$#YxEmPM`<f;tR5+ZKEp<sCq4zgCRbs>bkyE|)CL
zr=?JUYDiHepujp5D!z*S0zck**SB%~>g9LNYI<pLyBReevi1Txzg7DL#(jc#Yi(xw
z_7hF__7BQ0ZM**X$zrjZHJ^*F6<<o0Jo)z2hDPGkh{z&jk=2Rh&X={-7Fkw|CNlnM
zjX4%7#^i{3kkIy-?aJ%jPr>DP=p`Z7BK9pJ^{}*7kwOZH-+(&L*<z^Iq_#S@U*yjt
zB4^)?nu0F|g*GjgaIk7Zu2Fh&L?utLfi%I(NXq`-Pj|4@nqu?pQAW>2;QCW=nT>LQ
zCWW}AD!RDu=pr`p)m*=#>UQJ*0NaNCTI<RBzgtH&$J(3h-G>9T0~`+T&!`{y@=Byl
z10>v7%zfPUcD8lgc4<f`V#gwfnNUj0=yrYQN2^PgC<~({?BNzCo>bAW+3|Uq-=_~B
z^J@X|so(!n+=V4zUz!9{%K5)0hHU86JwNsSTtab{W$7zhXh6AgbUmZ_$wX}}G&b@D
zHKWP0KWU~%Bg|ZtU-E<r?Y?)(Hk9F-N}aTZj@)rAT3+AGTpX>iLyD}z`$_^R*&g1r
zTmXs%y2MoE_0H#`#0EJhERfJ8jH>C=a2|_jv0qCgZN{jXq|oGXnV@JDgC^G&C_EPM
z<Bpd<`_LXD;Y}i9Jr-}!d!-^vB~?`;stckFZ+WtcU~adjIg*fZoQ+XcD*m{BOE&r8
zgPEl&KtZh`xkG5&$J}@H?tT2C%%jn6XAR;Lr-^pU@|uEl+?725Z{}^*GcAd|s%cIx
zZ6XX$dwDb|eO6Ex3!IAY;7`B{*r8Yd0}KwA^8P+5*|ohnUdIx(k@jKS<`6W9`}_8{
zXI$k;mdzAzE^Te0Yeb~uG#C6DpaeK=l#+IAtH-OVlPw}sMqbba34vUp`^mNU(7ih?
zvgL|5vq`@T9(YQ1p^Xkp@q3;}4{sg{DCNYddr@D@gZy&i0##3_fenm+Fe5uNl{_n&
zq4#@`yLk8Y9b)L^2<U^a+E;euoUlBCib~(7ZqPYqjT+3T<d}4IeakfICFMvcl*g2j
z=7hd3TRw`D_;$NN1~0R)^RBG2Iz#B1ZZEq!%#C_LiCk%YpWF{NUGmQwI+>$muFZqS
zAtNr)RVl3)Fo6Us!bw${y!-%q$cmHP9ZZ9bFQ8-As(eD-ue%>~579qGB4?pj2S<19
z&)GO}KqCRs_ip9!AvKzaCy94!HHfu3Tbx~>DDXq{0^Ty{v;TX@Z@)HhMQ>3tN-0|p
zKWT9XMm@=PeLmHKml}_$QUll*!cHSW-Q2wV>N_<a6a?8@g+lI#fw3)Tlu%7@>-bmB
zalvcMv)3Eq%G5TS*4bbix6I7Zx8`1uw@3G$)hC9ny_g+yTS>222a)usK@nyHd|<+E
z(}nK^uigGnO4ocD09@RRgSj6o?b&@}^2Ljr<#a4fC4Dar#t*~;J6;?)ebgy5j}pSU
zKm|%0Pap!V;Zw$KyB4tY!FVa0W!rAL@T|{od1FfEqJC*<<;$bHl?65bn|aOu@hRpG
z(cN=*{B%aEnHir<+?vWQIm)ctp!pGnl9taL7mt>~tD0|j{3$)d`}db;!(Yx<@>Bh(
zclALhpbc|3KmK^W=k4EAc_-%3^E-Cqt>QiRwcR4U-V4v!i>T%dwSyt;%nOcCGqMhN
z>(HG@<WPy({}dKSh@`Pfm;tVZ0$15vkUYMvc9h4Eqm;VtSa)6da-=<_I1xn-X1|OU
z)?M@5ZKl;|sk5m`+v=9P#h4zqniCm7pQ!$KWjy-+7~J_0pg^*3I@$3(h{=d_CJLc1
zI{I%u8LnTSIlIAlTYcW{@OX?9qP|!FJeccCJ!=*sQ%OvgIZ&7@5TKg?q1jTn)#T@=
zKX<>^ho6g5f32i!_~?#{m?-W?pBpMJ6<0F^Gx_bGm$7aGfGk~~VXiAb^S#bixuA>O
z_4v~DsELWEFQ4pc-9;|h=TnpN<1^3iEf}GM_qWOrFXFr>9Lyj7fxo*g@@Ge?Vtg<i
z@k?)`q5?601SFvtzQ5__#*Jhx_wv=~D#PCq8PhR$9sN1?hBxUAuK&%x^W@L<&eRm?
zja%WPr7x?421c>_@4n?rN<J4A`|erB>fqp00<-%+y43$Z-qiBe@!i|*>f-%`>pq;6
ztB`lfUOUcCJn__dCux}eZsxFUt2=fXJzD4<9Jn7+=3kOvmEo?jr6!VA60zUO@jt-3
zsJd$&hd14mI0kYS+A<CpTXoXDQ|}vC9}4>MWdM6kG<4YZ2oZ8PvVF-xP<++C<sYGM
z9^=xoFKvS6H{ns-e(4%Ea^#9*_(1t^&`>i>EO9GBk&r^0VWN%>SUvpLV$k92fB*O9
z-yBnr+bhr69S?Y4A5#6_essS0G}OnB^dYu)8iTXIY|k1RALD_MHPyi+zHcQRs-|o_
zo4b+t`+<i2(#><H`f9J8vPB=icX-cX*|i#-2raip4~~!Xx*b{KqfZsITkvaopC38T
z)fHGRo@L^U|E3wedIU5BAE|45gEFGk^FIW9$`8susp7moxsWcL>b_&MP^-M*B>U%2
z#x}C*hvSBZCToAH2h{X2lyy+@clVHj6NduKf*r#>?69cJzxPu_OJ0nvO=acvAUhEY
z>N(hA6#**El9l9)Jmgm92fUSsXb>*lQ39Y23A`bPAW7wkLe7>JQEij!m95*IUcr6*
z$Z~<C&e*{gL6)V({kN(KdG?R`Hk;n3(%94%z66<#l>5i}wGubK*AqsZ{p}(~wUC;M
z)}`H92|h<X{nYFHh*)*)qj0`2*#i35C*`4w6hdMJc3>A_v`{(X=h<V7Zp$@;4tlEh
zftxdxa;R>=XO>YjFQni|z;N`&T3(KU+pe*r>~Z@2w+!ZojWYi#^}yVlLGA;2)^1R*
zt~wRzX2}IEH%oM$rdkm^Un^3J225sQjpcRApb4TN)ik8kv#+}m6PmMjy1@<E_Ts@8
z1tl%u?SI>wGZ@zht`T(FiInBg;Tb|#cSUu!+uPG}MW%=Cun0NbDME!_L?LsRpFaXE
zBMXz$0V+BnDji-LmF1#eZmgH{3IS{W+(k9HwL41l!;@4<lj?-Qa{|HYo(xvgah@=?
z=Fc(d{NLvsaV-8Q<<J5}m1xiG-!ngdw&UK#n@2jbf*o8VnTk_dOYg7ieLU^77@#Vz
z6JvH@>c8__Y!ZM<#JEc*oO|#^DB|u2_+MSoGI7iE8)~s&P$FVw?R<>Ri;HvGA8eh&
z2oKbPT33XAInG1rnSZG9;7RY}wQ)G;Amc&w9f-c6^S6$erS%+0(^JvLU}VT)G^iFB
zg>ItJm)~Hm-nO4>kH%-NMi9$;bWT-=PB%q)&c5bLzRKbDp&hw9?$37%yDqD&e{#N?
zvZ7a7Rs0K5)JTxYCyJ4WRg$}&YEy8jAHObud_W4J!bL!$p)IsAGE&A<zWqwvZ!Doi
zSclcn*ozfC%HS%mr;`t**Z~)(yTJ9C=kxta&=kw%x%W<c>6R5l3Pz?%u(Ig40coe{
zIp)AklH8R8;v!r7e%}7a(rcA`+y48nh3=E3ie`*)d!U=5j5V6lzMu*m`S$ehO^`>C
zb4rykXh0Mr_$*H*h;g{PmIhK{Noj<iu`MO(U&j(Nx4UB05MN~AN~xrv#5`9U*{(t>
zFVU6FrX#<Ki^VmUnXs0Qp<0aiGMFlNRoDcV-&3vAwytFn2_0c0SFa#&b|M+S8mPb^
z1sQ`KwN8Mbh9`aeP5#lio02QNb_E?l8p2sc)IoS7B~m?DQIzHjuxU#>iDKYuweq88
z*z^6L2vinn=~`eUddDB%s?(=nf&MpR%;N7!#@Pz3wh9zzd=NQar1;Oj=&e$vtniw=
zkrUJ>#LIv~AN)R<KmVd*U<Yn+(7WEqSOz!HY8pN|o7{Dy6IA_tJ={cBR!Yi63BU8`
zZ3(yY?!G<siA*DvpgiV1gw)lwfg47~5KXWq?p(C#XpkgE=HqJ?7R@(H4NLudDn@Uj
zBk<tvb0@TuR^t!+JbFjx)yJPWkXO<?=08A@4RGcg!m232B?%I;FlW0(kVzXFos7Z2
z1BUO8O(y)d-0a-`^XvW1S~TOKmw<hiYtL`q2iMlf0uSE4{yQ)$U^~^A)3(j$-DGkg
zTz&Jq*Ct24aR#p({@(qMc6h3M3NEKk_-j<i)!qj%q=<-hRnUiR{sA7@{KbcuRgb<3
z(-)jE){Wg^ty2RL<D;d2O7-owJG)^#md@U~kT5qJio|I0!0jOI`4d|1$*9D^m?C(1
zJ3JBE>te6vbl(6KBPjOZakBoJOpFi=p$fFz{{W9NjsD$Y`{q|bwnw}BSj2w-V`iO^
zHg|OQVI>rQXOg-$J$yn2fIuU5f0ErhboxZ?DKL)U_)G3;B*YC9C{)@81WkeO7UlRw
zP4l^Mh`eDrPW1Mo&R<Y+J6CD)cY}>ZkcBt`aof)!5)YSVKvPYbz3{(2L7??UNg>>T
zg>v!nIakNZl_ws}0x-Y{xg5`{iNx^+3H<9eqJ6UJi2?XLdDGjc*zL_Jy#|;*zY&gB
z^PdjIYV?Rq4n>=K`*dbM>zaLe^EDlOhk4XtTQR|VGVbEV`~8RIKmld9Hyk5qQ(>Ap
zei!mbaR8Nr<Pp=Di62#?Zub%LOc{|QxD*fiCRpuRP2FUF6i$tRY$PbT$xnl5sl0*U
zH~p`%62hepEsBNWiEBu`^|0qU*2CCS1S+&|ntpG1{XOX4h2av@v=~G}g`F1BVL||@
zM83D8H*pV)HmxKnJ()6#gZM;9NZuQM9<9n-Fk}V)<4MCiLaag$j=hq8bgM(TWMu;q
z)n=WA@Y`B{;d9`oqJut`$ZPa`7n2#P8F}fw2!kqjnsw?qc^^Zuw{QuI+`BpxQ@6_(
zgjs624l6|0DevEyxH^9<De>F!UCFN5oa9U@?Z#6&O<swde!tn1L|a6oV$23+6~F?)
zFfXCU=5xqjZ*P7q*aGbMt8@;2pCaLUg&isk$TTh;5^}dZFMniRSH}D7GTkO0x?fIC
z<*`CQjb0^jR1QF7K)pxaduKuoIo-pyusy)ynyhrTrKJsoN(=WO<;zF;?EJi<qbsWh
zOO`7ejG(Gyu?t#DC+Va%=rGs<($ID5@s$U;cTlV`G<|g=E#ubhVX|~(w3u%iK2Q(6
zPeYMVXfh9vLn0keEZ}hSfLzP-Tcr<|`t=^T*v@$|+Tr!Hy&tE)?>yRE%7TexkYoW#
zRWSjgzM=jg?N*_-RlqGaR-jX2HeU-Rv|FTDmf?f;LUH!My2~=96;j^d_$P~P*jZa4
z$t;q*R|JESmjO0;Y~W<H=@9H3Ct3Z?Hfw`sPa#vmUl*lTVt+R^q@V#I+m6_{0Ru|k
zz<K0G5*f{&VJWk?^SU_`8m$Spw(>o+ZKyS5Z~Ridn&*T7nXUPS`|825bS4mOaY#s`
znNU3D9>H^wcdIN|@k7P5l@CiyXi33=`0G@8kjjG~yHvZ+y@lg73IP=)L_SL(7uL^i
zHVryt*n0Pwr*p<fCKX7wQFRVV-1YIU|1e)%YkI7Szf7uui|PY#Xvo1>DUz$2M^^DB
zbHQ1rL>#unzJ)Oa<x$8}x*IIkq`B$MW<v~)qp)Kd%{4Z+M%sWHkj6U^1?&esdAgP^
zPJ^?Tw;iSTLT|54KA6ls=b*~tmw$TN`U0CZCcm3in9-YUm>HsOZPjB=4*iYu@<9zg
zp9bSmaY+X%&-ViC&5os5(>ztTqwHYu9uuaiRad@q0`(lv@0w81(f4RC0Ety8`bY&A
zrKv01mOvglVixyWOkBIH?lH6pa%Rcf1@3Qj{@=5(|1q1nR&;}Vw5nZh&37&Yg!29M
zG`T6>`c1FjM*O>PT4$W)T2JLeAu<3`eB%Li!`y{%A8h=$GkqNt5DFb6di)^S!45{f
z7ZU(Y9{1WAa#}x3MtQP|sNDs9Dq(7IM3uTA=_PN0#eoo7_F_~!NGmYO02-rjgNmkc
zfl@bV{wY$@z&$e${9sq5cKxb<kYLy)fYwnfE_9>{7$@*BKOn}UT7kfTfHs?Yk1%m^
z!r|HT@c_*|3ECPuHCbYV2}*V(bSOo!eK6SmxtvyM8!54iHG9+n+weh6kRcHYu<knq
zFGkRFJJo!ACPtob3zgPhLH)usqn6d{@-edAN+mthU-B^|)Wi~9fL&})v)X#J<|D7g
zyP681*LY$biY(*MczlVhz2%cMKYJYXvL~1W@FrXx9lwgM1dy(hSBLhBP^#q`b3a&%
zCg8?uJRi)!jqSQUKJ#MK?y)B+BFb)Ar;UWtX#glXVV?|)Ssowq-T9Iv)iU>2kZ)qB
z&xg-tCR-@#BMo2MoA$F&+1W$stiXG(4u3c|7R_t&HLV;*Akez#Q9+hS*D9t)DvBD#
zgG6W)kx0*ni3>v`k!&)zM<-+FWbU5$*3)pRS^@OccGxVScWT$H&7-M-$P)KhTb>9m
zcQG><mj<3{TWs%z=;tFFl`<Kt!52?c)zY*=IF-m*wT^D%Jq5vEzPZ)HxvK2ooCt-U
zHF-gv``f6X!Fs)u+z8_t?ajSB(5rdo+y+vsKS(8MenAqzCj*vy_5yqM&VcK3H(Ek~
zRxYzDn*Hx8I~-=L7K3rTAhCxFMX6ryj}A<7^H#H+&{H64_7X{t{|(-*N?e2Y38>=o
z0o&gAx)Lf^2y7uK1mBKwyaXaL#6fz=sf=d{C)?cf7-=i-9!TZ!SvYTHnwe4E%hKNh
zFeuImG4*ze#-dSJ__<zpqynyyoW$4}wWU`pqPdNd=sBFzb#bTgnb&dd9mzW)>8dA{
z79^5+6X)mKEK?U6=PS9@(@kub6Y)RW$iii-K)i>xhs5qGw8XZ?6ApE2!Gr@P2zY}L
zW4O@K`|nN(Z#K}8mV1Zw+tp);dP?i4tD2^iVPQ0@G4n9_#w2T53Q@rz72G-c7AJpg
zu+e7#kZt@(Qjv2N#w=Df!kTc!2j$?>jM5Q8wln})ZR(J7yX|ik*=)5sx>cTr3$>r7
z>pJZG?0*`B4Ite()cVaA$^H+pt`v~XQq))yp!vU$MiNpU;5`%OpS1rcCHv=>F`Qm_
z`_7sG`rCVE7yIOC(%T__Cu9;*&@{_eE=+ob!EDW8_?h%5ogFM6B&>HXxM*MFv^kzk
zzTFq-#+vJ#Ywy*O=Zw!u<&o*ymYWZ;dEf36FL|-OttU_+Xw3dpuaHVL1@$l7<<a@K
z0q-|!4aJpMhB7Ba_4cYbDs7XNXjV>LlxK3O-sNJYSVH7>g0NokjzZ0@=bhCXyT?dS
zpnR85x$1)4lZw={tb)Jr)+)J9q_Rl)9F&h%Nmg5e-=*Wl?JtA$qdVFV*>axRjOwPI
z(|QYW4vYO>-ZjnS+R*Q%|1)}RF|l-e>is>NW_?4&$b}K<fquQu3z~<+g#K>r>^NTQ
zwGi~SgCtN(<J6tuvS-o79CzaC(`o}NNgg=tcOO=FS5HPF`SfN}T6>9}>R1U!`OT3K
z%{z-!-voaX%2!(DRrFQ96#+hyasS=qL&DL}k_a$ePnN96)go*efsTrTSd$i`3{W<&
zL93bf7GuCuY~}$0PFFm490&Qn*E}y%c{vl9o_0GW*e>4%4(Fe%lTZbc^kp3AJU>yX
zZZrOq;fK%rfx}+!7ucm$1UnzISaI&DOjWe{&wBQe2c4I{vCR+N^mQTm9wJ*HkvgWA
zX#xw;^%;4*M20VM(c&otYjW|VC2UBz1o}DAZ2;*s=n%1NnPgxe8hZTVgUfSW$1y}I
zkK1Ph(Zsv*l!g%Sqf{5eVpFEMr4mj@FH7RWg8(xBgcMm`R~zUbY7Q{q%Y{eSFvK?>
zOO}P<ooD!>9f*WOEf%6$e|{V0_-|1rLv~#WS*kE_|JTX&(B?PYXwy3p9sv}*YEw3P
zNhyHBUGf5MxY#?JyDFm9jMaD$=KCJ#-rgL9ydE#qTs>&57)zeg7@2Z_`iaEMaWM?d
z7O^V@{5Ik?e6Kr4xxbae#%j^54kdS_K}~+$8&sb@bn4mp9)@E2uq$XFVs((<_0O93
z4!JbuJrhzA+{voDm^zZo4Bv2rHtu>-ZHHv{C^R+n#Dxn{91W0vPhri*7X~CFRef*O
z_0=XaSWQPc@e!$5fJmGsX`w{Jp<$)rviq;LYen<U4asy1dwfotn!IN`$S&}o1J}xv
zQv+@1*FUrvizY-;(lR6>p9^E6bL_Vm+rMzxe8A(QSLBjd4cu(djDP+Gb-;5ESzl>f
z>9Wm4`86t0lZV4l<PMJ%N{Ynn8;GsJk)K{6<z2%~!#gkzH?0Ev_wA)#7}MNl=QO>p
z_da4H_{#I8mHz+_Bg<xDS5=}Tm^&<<;Z0FqMHuNKsay?URx$*MdfZrse(~p}tJ?AG
z+GT11sNEc$N-hd5mU!&ctPZ4l&gU;t)myTLOG|nWw$N)()Iro^o<Cn8V!8OmTu(j|
z^`T#T2OJS+XD6?k_Tb&8g?covoY$Tg#FzEvPIsRAX#I7R)=$P?vVaf~N>FjtK^w2c
zN6{{{$Dw=~HQ!2`k7m0o(?KHnjY1OZP2}qAZE@KutB!yK_}&V*b{LlDqy5rFAH+Kv
zLb}z#dOiXIQ<o&$g{=r8Tuek^iJAjgvQ}_08=MfrxnAf<hqm(~tLfbela?{~*56pT
zf|0T2gDlI7X&LSBL>|+RS7d5e9OGX?q4G{@&33dB3yWky9!(Et-ji1BiuP!g(YdTa
zJYS4bWXo@`Om%pE#8BDJ?M?jlOyE-ruacXB6!`~I>3VWrFk`p%fES(1w*|O_@`75>
zav3cZ3TqyTIG{&g`WhF&>n*m$wYM{`zoz%(rQ6$oefRmFAri@muMaV|7>YgI0(pe2
zwVu#YO|h)<3vUQ<1q2mYeS=#o^!s=A@qz$DIRyAH{r|w1J}9wz@5Ke`kV)Vh5DCQE
z31^QQca*2M#nl}NIAMb!z*P`#aW|U;TJ{zWnROl$2qet2$bNS_XkuxhtVPIL`7`b^
zxAw@Ev=kwuBnLZ{Pbcq*jgWX8t72$A1Rcggjz>VRM6l~e=a1a)w=+I}FVl<R2T_l|
zR5ZhY28sPt8LkeRK%$jdcuAA5Fr`)M4QT1dC|$_TQ@WVqoj0NV?m>T?JVk)yUvHuH
zU;n`*tC9mgqeon=&42jHGF3x<tL#tH_@^4q#>6#*r5bLs3w?2Qca98Nf+?~JDYmq}
z7HftgF`cq%=&C-I3~^CcTqcAKW`mK2TK*S6?n||Z7%EpFiWMwFwvjht@%4Y-<`fbX
zH2_;00D#5z=3PU`&pSXK#g(mlATDrQpDSp<nY*;=pR*Mw@h=x8;ev?NEhx;C9SWfQ
z=zY86-Jq=6HUobkBasR)pJA?0=Z4Fa<qQ#D+O+MYRe%fWVQVQ(eEoohxQawBFcLYh
zM^;C9keBE@FELWw*P*pJR{5FRjlf2{pQiT}n~{>kOd)==F%P%x=Y5##@r+*e2M^zX
zJOxfn-wM+J-~RwJ<f5I96{7(hDzUR*kHvw)6TV)>l~I;HP_-p*2bT;0831So7)El6
zh>j_Zwj^Eq84Lxl$28oXT!c<jvZ#&^ivGBpS3{z<H}SJ>eh^q6Um1M&g^l%~!-x>b
zBVJKxO?JS=j2~`FDAR$q=68wqYcpmv&Lw{lfJaKM6N8W6ihzmY+O>J;8c;ip4UBrf
zsO9gJ7oa>llysn~vcT9)KP^)8Q0|30nn$#A{jzR&9T~G7GypghAGhcUIyQ%!M7W68
zub*#Qf6$$1V^$%z1K0f1!k6dxC;@(qnrVZ8n~Zt2nGf!=4=kOmg_tesj(N&fn|(+M
z-%fw)YH)A3`E!Rx>X|n04*jj)?{;dw%ACb*ecF0v?&qf0DMvryyX6-5?^~O?&ED>R
zo<hzaDUI+f?o~aN?>r$%-n@e9&J(2HEq8bO(W(meXpbOafVPXn#NB@>S>~RD>oe1K
zm<Tbs;;^@sN2_J58{gz<b!;+J(~Ya8Sy?ale^+p>9pC1aO{x}_Al%Pw{7+!EaBh4F
zkdrbj1uDFKx?dP~wClvhH($DE+`4;=um8r(9G(37aD9v0Le2){y$$4L$)?y8pzVzi
z%WB{-#(vwrdsds82nu?2E<-{|ify(n%!M`px*-m=2aRGz&vT%1TFIV<c#GG8H^Qg$
zOPi|ehCsUUB<b3UkKpUmv21+{jhwQBO7j8AO`^(ew~C=A(-V_c-^_j=GQ6k1JN*7=
zYkfsCT5`oNV{|bNRxoUP?{Wy03rwlPshUT6lY0IGj33I<rh@PGSzKADB9NoSN=54s
zLL#tZ=qUz7rTu%2vu<Yk^F_(;`CNzu+TncvNZfw_-Q|^T?U~ewTN`kW4Wit+?5DOC
z4mLL*q%w7~sQW=jbY7DlB^h<)&!X71AFUNqwzED!2!(7NvV=a4I}Jl^OUSjm555j^
zp*a4t_b+#X6x1U|rlaHE?Is=R9YQ=rBsZ|pU}`a37wQ5~Sc?a|N~hauX(P+uV9R+1
z<``j)zN~+lf^r_od2k#WtIoecW7p+F)VxE)T&vy+3^R}kPEI{X3HCa&!g+DIdlT9;
z{6|5V^$kY;(?r^dF@O>aAP*Kd0DvNI=%ft}Ixeoec#kjG-UC=k*m@F%dvO4eKKD21
zYlcb1=)Qj{IhRl#yt+%2_E@=@gL-0{JKzK;MlEw_qI(={ide45;8v6pab4cd-X&2_
zDMzEh36JBBYvsv(9^lO%tldvVlb#5Cw9z&W%S!wy|1%mou*GK|zRjRwz$i?yKvaf7
zgqr>Q6^*ZZhTNZJg-mlunsvC49{9+VMX)kmtawtJ`sfC@`$^fwEjUns`_4B))x&#6
z;?AN>1KY-<qN{P6k}d3%^^ta)#AU&>{8NeVtXjDQVdi&!po?*?U7~gtSB$~9V5xZ|
zs__KP9{@l-Okr-}|6Tdl-J(4|IKoGEnR>31t<<saM>2MS1yBLCIre2US90%6Y+iY_
zeqhJZ9Ts)FxpIy)6<HN0Es3lSu@G}}&qV8aBWvx-lpj}$&>I};CE+v-iobFgO+n<G
zv%+Ou*lY8opmWuIZZRk0#hC&i=vnsHGiG5c5AH9nyS>Q?@V4d2xn4?j9=<G)07TZe
zav9ug&BUROb4%%htB#nJddreWSVoSYik%o4(bh3wHdtZ4Bf%`buJ`c_nbuU*uLO8i
z+@g&&k<{8|HJVZhQN`-BZ}$;s1KT>eWtxuFhF19HY?wjVcIQ(~V%}0`p-l`n;S>9r
z+|mv{{V^l(>HASzGaoB|6p81rxauXaeqO@XyXyR;r>$e^z?Pf;)XUcU7DmB0t(f8+
zwsI^lOW!J}|M{A?jVjS1p2^neGwczU<fDjyqEv!Qx*-S&`VM#{HKpSxpnh4(zsaQh
z1FKB2+jqtKw)=-eEzlP`2^O!cJzdc+W)vG_17{;iG&>bf0lz@UtY}N_+ML0=Lx)~y
zkukVl$ls7v|F=Lu?vwM=b!z>4ZdDr3{G1u-8gm<<dD7E&d6r5-5e~3sImFeiaZEvx
zK2U1YYL5Hx`SFs$G&<lHo!7*_bNamnk~hsdJg31s^b)Pvdyi;&aThexj4Gt`p6dr;
zhMm|&Yv$e2rqc`52R}dY6^Hw-@p*&|`8^m=5Y)s6WRTmVpPEmrL$<6xyl3y9NLx55
z{c<$oAPU*A5k*sIPzzcT?wo#ca<Xzf3uvQ5tGe4R!3W%2y+$f%`+Mu$=2&p!`L7*s
zzn#2Rp!_5LRo=GA&C>E~3_zh(tXjLBSxrdf<LOIi-ZxpoE$=!8TJc5Ya-gS^;T~(Z
zCdky>&*P6ju@~-_XZ%m=O&p0t6mmrN4P9eqGY&$LTn}woM=a)VTtum=#ovhB+1;O!
z<NtF1OqBdtlE$<+$z4x4<t9i{H@NlU=uv+biGV0S4)`Uf%)#}|6N2Br{0~qbWTS2|
zyYHLv-<Gqx$c>OKe_@C%pGmk|z3ZXSr6?N+sK`RWpS=OFHnaxj0`7s?y@x;SPF#ul
z_HAIQj73;${c&4k&wxgb=u>N7W?y;Ggco%D?Cuys1CGu<aG`g)T)}V&M5Fo^%Ma>>
zGB0>ne}-w6F1jFa?DQGJotlwAh1Obyd5k;G;l>HQmD79sRb)hs$cFuf7yr?QF3~Jj
zE?F_oHJ3}k)Fv1gf5AHhJkfB$vw-~PRnB7uO4ZXt1fn5D*%&y;@&Sk|P&h$E>Yscm
zMGdC!ZI1iUZTnGrXIlVadr{70UB*LgVY{X%8<IT1Lp8Gj#d4(Mu1`D>>y^#EyxOLZ
z(X>GGq)D63q$dD1z|&Vh2F8fDu9g7ojw3hOeLi=W%1$)Mqm4Zzk`_HMFJC*4!;BOL
zkZ~CWT77EM!25TOGUm2jsn|G=Zt7ZVFuFmGetwsoGB3Eayz96`!3MUu@WZ1k!_u+d
zMnJT3Q3q2`aV(l%G2DGoqcZ=s;=@$Ow1#i4RNxbw(|pk<(5b@BZ}d0)>-1%zJNGpA
zQRN!j{M-!#PE^wB&IT1v^5@ew(Ri}{=Uj#LxcHOuYFJQs+;Zw}fcEnIo8g3hw+U&e
zJW+_e-NF@aS*>2Wa*XeW3D=oje|Hbe5-5O8zO663J7>-1F6umw`!#jIrq~|&E#}K7
z&if#n-D{K2fAs3)b06|MV7C%1ds|MwUkD-CPGYM`QG{ZH7z)#5n)?&&R1JAC@bzQ1
zPKmtm8`;(Qr@!J<yRLvx8ZHO&armRQGELXlT1}ea^5ryf9k@0+UgD<fJ>*Tcp$)w{
zFaeQ(E*sgK?I8PpBNnI$&BsR#u#%xr+d#w0qSfWfIr@VZ0U*)Hpn~+)?3`x>B2j{J
zNo55s(WwC>fE?L8J+)V1hryq!<(eqc2N`E@Ka*^+STOmN3$za}00b2j%wD+lx}1|7
zK@+G@BjGQ?CA+&u9~}IDe4UFUQ~&?Rhha0s%&n+l!)ESxrM9`W&83;SjfyeXLWuh4
z!a_!unVEZTo2*ps(M5!EPw3*3D3p@!r0ef||AF7Xu**5`_v`h1J{~rXkDmh|kAUdH
z@p{ZS%`csdg1cECjmfeFD<7%ccqs8USUd9w8n`F8J5G?lH0+Z4e9`>R^MSXXAGn_T
zR6jiaot<K`@a~P8tJJvtakl(9S6W>yl;hqjU4KR=Jb;qU@Rd`lm3FMo*8RLPH|1TF
zXN>C>RT+X(&`6b<()<+E+%6_3r_kCG%_|1@*;T||gdq?McIjrqBo*cyV;)cUzVi1_
zV8(5T;mhszMO<2o02t0@>Nrt_T>p0MN(<eU^A9aMo+;QxW_TR<yw<sNdu!H{9@j(S
zuVFlvJ7Y&s4(8-h<cHVHP$e1L2Dy+$k3Vxqim^2P&ZsYo+|ys!QQ#xmWgS@$o^4x|
zFmLS(II0pZKUCCl4p>%1`}$3qKQ9$b-U*#8H;GfDX;MIJE=jIkI#<#XEO0n0IX#Dk
zZGWBoZLXD#bVxydo&0qJNRsdaC;<@$FSiK9(!X4WJ<loQFh7>D42zq{8%N(&b3KL}
z%gm9M{&uP7p&JA>Y<i<~>Am?K3z|tspCnnT*a)IU7<}e=S_|A#C(;Cw842(Z)O0SH
zpC6dk#0`Si#f<T3ohZU7dw%BH%c1y%o;%8MK6|A5$iIeL=G)W3ImN{2Pwzxchi%Fs
z<u;d?7eX(29%oS~sR)qIR?eg~|I6duhca`bt^i^n5vspTs9fe&GKFXf_e_$c7iy*@
zpF7TG@DtEv&u$8gdh<J*y5(=a=8sdR`?IPNl!Q;HBdF1yD`#WK<`ilBU)GZ75t0dK
z{L3);H;SNk3oE5Ey!J6R;^496(ER?Io+HTCG0lYNo*gfIVC9!0n#vyVQqd~gL+rx}
zG^-R?=Jco-OvLzTG4`axO1MsdpFYz!6CHT28S1~L|7;sU4fr+is(HWzqgNU>Lxixg
z-RePo?!GKAdt_C|a61XQ-S}e;L3wfK2RLDS`^A0Aa}u&tJaU5#F+XY?^P7Th0Y6V6
zs0KCLf4ynsQtqaMw6~Ec;~kEPnUytap#e5&8`CAQ2f%7A^$>IbsHXFBo|zY4Njb&-
zihiZGI>NM7`+2b99c%I`eBW_&$Hzy#eZjdHYj9Jz&?A0|UtNHnahds)9$eqQq+YCJ
z@i4MDTjyZEzAp2@IYpvp2@k#_#wx@)EA@8#>(`sdV}P3^yC9WNmbwcTtI)mW_WQxl
z^qAI;l;bilBXXgcAQ5`ZpU;J$_H4^li9hiB)yppbaJuO8iMJ-l%rH{_K&~IzM#dNl
zT<9)nBA^XnNlHn+VJJ90g+L8WfEZu!C_a1YXMVkTf*@_3W(^|@SE&6q;1!);2vd60
zeoQyJUzbSb6&SmP6d^!qaRBeUetPGUTV&{VnO#8R1Fxp@vGc|9qc1NzJN)fa-&*Z9
z(W#osj<MabN9cuLOKp?7)0jGQYn`osC*Rb>rvLyq3uH@(P~`vap+|rboRUqf)6$o=
z2C%4G)^&E<Puay0bv8<DpOTVQo8a7Z2Fo~~l@Km{0XPpF4^sKUNcXaBXv;BP)J;We
z-+j0OY}yL<dtvOAZLMnW6c4C~w%z+>FJ=&yHF6ubD5@e<xTijoZ7xMII2BIj_L3wu
zAFDB%Yw!wud9W$R^^8fo%!$#hFP1i+=N{11XDs9N8EUQYZYbHy4-k^*?YEhRG*6)1
z1wt>nH(hNDHms%pD)=r}zcaMx^kO)!5F~YE>n6{DOv`s*EE%IR^_dii9<>*U&oVS3
zYwBo)yh}$I^uZ_!8kL6kmZcQE^>2<+cVW46(HLe}i{zyT2`bjm1Tuv<USGSsqQhyF
z`Q(zR=)Bp~4PlHaR>>L44EHJ=-F>9O(94IL>1Gw9v)4ginu6AwTGwB~$ZVE`FkPu#
z+4>9KX(PHv(bRj*x+iL^KwWoum6z{*k(LEZ&UdSUP-jg)pE~sD;~u*fugFr}kU|@V
z$XyLn#LJYu_f;afJ*90#frzeasvY1voo<1BycuD9+5{JzbNyJ}Ea?Z4PMF}_zWw&u
zxd9%RU)Bn*)dms6JAixNk}$DD`8@ZC>Agphx^$B9o1vA+K_Vt+Uv$TSe*=W426<gH
z;<Cxoi;$GA#m5fB_?#)`O&FfJ4Za>cncKPQQUc-8H8*TJOYICEwzoj#VX*dXjh#2O
zKF)sju~`emcb({nKPUE%lEjx{{}XJ`BC4P|-=J3SnNJhiQq$)8bt&OuxugOe@|bW|
z<^Ig)-<9qYC&nkN$7xz(tXm_NOi-+9i*SoB*SK`$sCdz>6ldQuB`yh!i?UcctHqPm
zk(16oDQmIwTijL9c1XE^GTC%#oVuQX4s&0qXek1>&1MNap699{EPUT!D1WN?OSWDL
zNy4V0cAc(;I$aa77<<GRvV9=z4F(4?EvKMIhVHIv;-r1du{r_pEQ#Ht;Wo^gBHr@i
zOTVymu-jl<xE}Lk?6w`YIi)eNznq+(q`~PVay&3NF;UFi@ObcZoBv|Tc%?)>(n6Bp
zT#V;w3aW*MyraIf3+_NZMJw`9+zr#g&+6Dg=^^#m#%4vwzYJH(IA@TSF%ab~;;}dZ
zgSlE_!5L#@bRxz^%>)EcE-5fKA)DxX38V8oSL=G|hX^*hI8mX?=j?a44}%}OwkU+?
zKUm+%-u6N>=SrQ_pO%?-6A0+sYMe$`0i2BDEtclbrR)OAoy5X0c1;5bmER?C+V|M;
z>UxTNA8k_KAE}v>Z-#`gzQY8sGB!f*o2Tn+{`~$eKEk2BZWjK|Htt4}vQPG;m4kbx
zCkj<*mUt<w<G=D|F|u&R_nw^>>b;~V?Ps?dapei-LXxW4?%qjER(LxxciYZW`pjWx
zA8Qpj0-@AUNdv5_YPFAfB9vIRghIEHQCkX<dC)hr603`KQke_RjlfZd1vU1PwDE3>
z#o;nJ&Y;{q4)#B*^=wP@b0x?Tr7H}*0@`ONvZBxAka%U#|E)M-x$?XTCDsXDc9|gn
zt3(!<+vwabuFN$Y^he5HML&0A__|3}ccV&Cs@p;EBo2|ql4RCq+K)3xv0u#{;#R-D
z$kGH^k6vu=9EtO|A*-L%wMXs954<<#S~uCZ=QY@`1f8}Mea){k2^`oR9S^)O$_#mg
zw#+u$QwqHoul8iDpwey1EcU+Uw^lQ=<rjxPh|WDTz%@vifF!ZaNZ>9M2;cNA*G`uv
zCy;h7k{#04!JdL!^hFinsDA^skje=wJ?k`qL&5A!e!D&?6U$MpzAU@BQX!?*Dt!9#
z0x2H_I%Khgo?CjQ;${;~W9e9uu{!Xlnb&yQVS{8#5C~4;;&$W-2UO6!f~rUw$=;X8
zvuaj;(fIlS<O%|JbZhRmw(E8$LhY?->4{{|$`S4r;g(;X#R~y#Qf69lTR%Ziooj)~
z?QMZyLyz52wqWvFRrMJx_S~S{pc4odf%WN6tt;G3Cu6A8LtSib47IJ-5RuobM97X$
zG6gHMa;CcNiD3%tOlv!;d{8+2>;Boo1bkv}zh$^Gziw&Rry$GEK@gr}J`c=ob9JmO
zz0JLOM17@hT3SB$c{o0wi)yXc=$JG3Xo(oGe5X`kU;5hxhlxHhIQUl9EI1MF7St?p
zK?0rDG3G3z(=9VqpXmSg(E3hoAdKDVRcOXIXmenAd31R5VspO9%Zrx(K!)mPbRRI`
zB$Bj?EmU?dCVtniSKO6^0yB7~4$|CFIH{McP$aDDXm@L11_R~c@{jQ!-#@d<j*Br@
zk>pUG;KH=4S&y6~3Yvytf=X%Ld>X(ZQ1%>S^|PwJE`M-rXxjG4%r8ut>4Y@?2P!TC
z&Ku{g)wN&2D*BJF>Y2l%hKuuk=o$5B$MQWadq8wkB)nl7o<%Z}btr!x8$uRXqR^3E
zRPaHhq7}A?FS{iHX4j}kMA_bu-RRb|ShA<o7U=ti8#y;L7oqPH$#{df2O8=UJsM>k
zJfM{KRu3r!s4#@^kb=Y=rQFmxNaK7i>+m7Pe;}`)snsj1J<Ewdir7-AD0DYD*$e!c
zghb>Qquj{MzbD705|;<4LE?OLePl<BVc@;*nZQ~D@0czXv5<IG_IGuI3pZkfekTJd
z8W?4{eNY&%zYK=vEF5hPC@x72kSmfO0J}kAN1c0c%W=Iv)|R6;so^_qs&~?_Nob#|
zB;rTqXBTVNrUtcI|73-(rUh`1Hpkqb^SGS(gP@WVhJdS^8|e>NbPJ|RzFKAm?0y`T
zVgs_;Pwz5B1AmG5wM+~Y+{!8A_yJBI#|mE}f_2RZ1m__vfgKHVVZ1?DcLWHKDIy>!
zmuL3gusU>?1e=-{+KmCtBy5LN_Lsm#i(W)GO^!6_^skWdqmycxTwp3aoHX^~Z0bx#
zIJq|_49=Rw*&#DoMG$J}>M+bLFCt=_5}u7SoB4Zc>-!f=GPQFO<wMU?DvYaMMSI4J
zX#<Q3dm{=@yC0yl;-rpz&<P-{2V|IGizy(0^tzusU{$c~l*;oZ@MqeEl5Y6&#0dX>
zn3y*JrK%`VDRjpI;6oDyYAfFCICrdH2Uoj4UB?6_c-#dBO)q;b2b}Yv=}QG8)&k^+
z{aa^|f}3h%01~uHhB=<WXIFOtef+}ZR=!BD7@3&sE?^m9bD)!p41L%q8bVkh^`Ps1
z4#W$kt{%P+@pxwTlikGG+s`1nMFR!;LA~%>#TFzKt9V8wc(Wv^IGq!gewDpysxd}T
z&6xza9=tC5c`1om5NLOrqLQ=>70}8BtEM<9kx6nCGSapM!c4Nw=>`W_x@ZV4JP7+f
za{AReFV9$_3#o^j%Jk@<dd8@E^rA%t8Ju*e-sfRT8W`QL>tAxTA^0GzyWiVfe?v>^
zSJvFFZ#jnS;l+(DH9uekHTQf&ad@<!1;ds1Mwc>xlhWkXwo4C4fb$}@W*-RZ9U?x)
zb$UJ~MC+A|^QD!mbf8)_+9t4rMG<=hH{`*kXAYm;dHe6)uewD;&MPFoQW%Any{DIU
zIU@B%zM1aR9cKu)4{Es=sg~d856gA!Z(3?+&~aArBpgAyL;_@pVEa^=uFk5Hz_PaL
z@elWgg7H2BdemX7jn2z&>Mbqs@z0(EY1~J5d|VHZLkt<dmdQD^``iZ7AT`|>>q?!!
z^{kXS?VRC;MY<1i-LOo$7KjAavzPNtlf*j+j!GJsoEQ*Oe9<hzdIGt?IItp$wj^@X
z>5*1BX_J8pH+gf<sq&*%_Rn4sOosxt@b3(Urpi#Vy%t1g1QFTrr;>D<P_(bWSqbLf
zsCT|>XH1Loek=_N5ONg>WSSfN5Gig;ig|QVHJvU}VZp2EdoAK#COpmA9hi50eeSnZ
zX^H}pMt3@ke5<jMcyEt!Wlm~T2e`%}A{@p!K8g>5C%j#{9x%W>U~(l>4CN;*lE%<b
z{fD11h7^9>70ynWt36mvr@gb2`fYsjx<An0E-<|94xjXjh)1Xhh7YVWe-hwd^~|Jq
zk1n7&!BUwBar>-gIVc#pWbj-b*X{DiV!?K<3*?3u#}IUYU~HpYBRPa=y)D|7BRFFo
zg$KNMAYjI5vhOQ~g(1D7<0TgX#~6I91w*MYmUC-q)ek?KWiT~>iIgo7a2FGGcdCN*
zLx(V4!QfuiOM80cMtc(ZiYdz6ThPje{nkULUng}Co_$WPLMoze+TAzdIk5?o=G$fF
zH*!-eIXU^}7)sL(+{3|oA^K2tKL2ekjp7C$1emm{RDdAueOPm|QGPb?<o9zNi*br?
z42ptmAKBmvOSun%GSh-!!kaCoELO`(Gi$_o!pG!V6gZsWV+YbeV?F5gS4fgw!qy_0
zMm0^;`}Y&hu5|JErI2#{py8Fq!Nvm5wT!`19i)1=4t~ph>2uZ%-Dm>knl<<gE`#jO
zzl=c}Nds|8-=HgUBq>Wa1JZyztE`8m_?gwU#S2lOSF1$+K2So|lNuAI*&?{9*3-b;
zk-wy8T)!p8S>nk6*+Gf%0Mc6jY}=j-qO#SEoU_emQ{Nu0+N!Ys(XeaSfNt26>JoY%
z;7ID%*B6oTw%B3}gbY$HCO{>6(p7oFAzH>@lILx!9&39W<0*I7pUWdcWh5q2ClX6Z
zZzLnn6Og&HYQ~@9@quO`M^Zoy=vlkQw(1R?A4?wP7y{YDcvll%bL>i4Ka#!j$T13)
zMkDen2XSz`p6c{(h=WwsJOO+J_;#`TBFyy}2){zy6V2i!^F%J188C{w{uqWlB`@p{
z-Cf;y(SBiX#j$5->#s_Zl9&JtbiHoHHz}@HjCO8Y<Y{-OW{i}GCsfTtBq%1%9kj*D
zfV;&BR8Ew<6$L*#n-3mIiFj2vDiw}R3@()4w#hF4SbNa1UWgE(D*BoY5${8bb=Oa`
zdX!Vf3VpoLzceRA=SIhufrnYdI_XtUZc)=agAtPRz=UsFkWLJZ2Lml&aWD`R1P94<
zL3FQ(jK^eKd?nKa!uq)`Eg`q+mfLpZ)R)sK&w@^litbZp8j3chZp|1ifz5r{Ylk&b
zKD}I0lcUbQP1)Eu^BPQ`@T%DWsS{DE<XYLeP@{v$S4(T?02wws^7hO$OI-|_yml=@
z^4S)R%_kKt=t%_PorEXhbfnVY@~dBc8IR%|#xgrlmFMbA2LlM8Xi1Vp>0Tw5s3sr7
zGz#M55B;H%U1Ow)V>CRC2SnrW;r7KQ_(VR&8KsUZP*VdpSRhR1t)IgrUNDcvy}a6+
zjuWvc4Bu_dcsz~%W_q}(MU1lwyY>wUtlvF$waP!ZLWCJjVZ>PE?sN;eSXbev<l9Uh
zF*|<Rz}NBVcI2D}oL69YO@~kn#))GCr!ZvFVNaI+^e$>um-llX=t%gWN9&d%a~t&3
z7lH0E3k2N9;?yDW=>;^;wF)(|epWJpw{Ic4*lPGdD4<6HX?n-jl0fppdb4neevpFI
zIaU=3>P3cnFQIL`qY2>-jW2rrFcFPf9mlr#v2k-REY;L)Xb2E#2<3KpUvn=74=$hV
z-uv@$o=vh=tEyXdxuLd_k)_0N!9?Aqlr70abx+dpyN4Wqf7_}qxd!?2qVw)9Wph_A
zYJWkMiKS$fS@Vl)#vdB>IxU>vh1G*eh1Rl0R}v!JjF|-YE13b`nd>)qNikPVJKt~>
zPTPLrY~4}=JX$6seateFgW;gnU-<Ob_5!JLA9<buFyqu`MBrwyEZs_h%-i+w#9In|
z-N=_}|3DQ>JrCcjfCKVt>9YA2G_)Aa&-cIvO>!5djhZNZd@Z<*Oqaw3IqqSWq(VJm
z(z<oo3U~0FE_12QgfW?kx<$`K)Tu>)l?X8|87u6FXcFV&agO^~kZntGI@zcF%)t41
zPQ{5Usgslb|3Ghi7w#N=1EG4ETt;=6CeAV6mH0Nbiom>8zCJ@%nMb2?FOem(&M^UQ
zYl~blZasOJW3)PCX~%eMUpBi;X$_X?C4<jHwR<lzQmZNaN(t0O_+rYPUCFG$9JYTW
zRL-&Q%hY${!;G<7IfLo2T*<2NH~bVeHdbA2_kpc{>=LrpuON{sg+bQ`<aV{B%IsDe
zpf~H+Ww3N?(G&<-D!quhBY!q1F@rW*YBrc}oapx<70wG+BcYwchJmk?r=51UjE!2)
z85I7qr;o0Xby`?T^BYQ^sSW4xzASWW{H#Xn+9G>a&*Xr1pq=5Mu&zW2?^TG7f$ksm
z0VsD=kia%LRDrgvL-F)MM|mav16k%;`pe9x$geB8jK+(?d(55$PFL3W)SK?ZJ&(WJ
zK~U|U4bkv-_`6nh>L2Jf<(S^jr`H@0;!pp%ko%Y9_ckT;wA8xa;)}h%u5;oCKF*Aq
z#*PQa{n2K`XQr)ZJ^BZV1K_^w;eVi|VM=s3#g$%5miqYxjhlTjDO62S2W;uTn;Cz;
z)}P*2`*$4u7xdxag6H_(d)H4N8%J@UvNdhQiEvAOYH|~5u<)`~mBHz4(V&cFSr5;-
zicULI$p&zRg7oiWy-VIZ)n4^gv)qdf^Nphg0nKO^6nlTYEbOJ%YegR)3XgV$(}x1{
zi*u2}NJw%>4@tK-S$9qGS@Wf}ZQK9zcLHINATj_fK$U}(i4v3Xo&P{vE)_OIZYnYe
zYWrs2l}YTg6QI&Du@;>X@~Z-qWadv-?9vE<rp7C9yq`|VdInDT!<;Jk6S~ZVrWWa@
zK|ua_OP>}7ExbL<$rQG*srb?fuG2q|zbd=pj|Svnn#zlJuVYRG=e!rNrd+`PK<zE2
z<zL{k*W;@n9l3Vt=jyJYO_%XZ+!7wmXxN&5{m#vEU8u)}y8AuIY6*V26&A^%f<yE3
zFL&|HrH#D)YN}%Dy7$F+TU&j}PLg)09ab}e^TlMsR%3GL@5=WIWmGZCu#ShWJjbIN
zNY*x>m%w#z=^_leNFqcdQB9m{2{1;Dd<+XzDkndL0MZg5w8lBsWU;Ktk+_hytudH@
zk$00kaDN`I@f4yvNQugEWqHW_0|8nr>5acw&vS9J#>XCb+ehdOIbOJ(`<rPE#9&Pa
zAwtWSo(HQwz0tIPyPoe=CH+o0F?qa#5V7sE+b_EYg6gs+Yaa$i40IV*fpv6-nD~ds
zu$DI>g-Qe!6>~#{=R*N|hMTRFM|6xR2k&Ux7qM?P!!|Z%Ja(N(5y}Vj?=iL0)g>U=
znh%u_Rxz29inrMhUd_9ZV^7ZPe#3Vv43ACOP>b7>o94pJDdsgJbjk6RltogYBm@QJ
zO-f0tA*Ce;J?;YqIq;{{PoE~vW{o`|mno^Sa5{wXRvqA7EvHj(a;r_zZjEUDKktMh
z1bxtbK$I1bv#+I?f?`4KPu}ah?t4@NKH*Y&mZTAu@#?$9ZDNZdZLo+7oZ$~OArh5;
z@OZ@ix#4>Iyu5e+_p~D)QDs(#SVpCK2GoNVjT;mqhx!_&nW}OnBl-tFEu!F4Dyx~?
zfSj&jI9w70o&Evgi-s7@I{A&I#@OZ^EG(7rU5!FN6i6I{MJKv7-i1GE14di1+c#`Y
zU*GF3s*{`U)$aQkF|qHA#(9|X`wLk!E2rY`Ly*(moLEKj;;T7xuK+Y2^iE!8{bVw*
z{Uc5S;GG#i^qGp>V-F~(AsW2K8!cz@mKL$>CaqiwbU2rTr|ACN56OL)gjwlFD*b_-
zBiBAMT_EUwlQ+-KR^2z5H+wAvf_4q+_bjFxK6V)RN2_?c9vv<zSjO?mlyO?uZk7i@
zE@eGI>Dfq&GWEmS%^SOwUC}Qi)U=;%{W)>0F&MV;=*aMi>Uz~?o2r|*qk3N*r}Lyu
z`cMi#j=lZuIIC-sm9VDxbSWaFE5GJ#C^n!L;@D(>V{4F0iX)6~(#1F5tVQ-IB=O=-
zn#O!e+3gSmcBL-H)Wo#5DcpOClLA(KfYUp4=`#nc{qjh7TiG5<g#vpx2b+hju{0}*
zNE1A{t;ri1?cnI)A2CsBL{8gc%)OIsw@+-<@xyH^y~`Q<w6>g-dkw!#qrtVf+*Q-c
zVRFcD{-~O!%c|Aq-%dw9Ej%O|4@%~-M=<jGuM8=<g_uH5l9mO#)qm=n9%+)NQEK)w
zV#XtG>CLu**2Jh!cYt7J*;OC+C+LJcbF4qZt0*&*O>~lkYw)ydoNS_Nueni)l;YkN
zUB=-WT?RFMp8K;9)s0X^UlU8-?`wz8-l+sC<MF9?zX2BVoqbvtFOL1u{qn|xS3h2B
z!pJ_<??sLY=uvAp()r0n8f@=y+;Jwe(^Xn2&|~e*%hi>YUgFc%LI%I4&pH3<J7$CP
zKtiGQaWvW+kwj4v8E&AF`JFQa8}}*ffDL0woIcpXual}__wF%AfOFY|S1>#oJ&*|Y
zQsiYChe#O$QV)mmG!1Qf6F+zN74?P$d`54kauplb(InqsiDfkJ)J#-1zx{<bha<JW
zhS10$g_}$74`%qQFTI~Q0)&dIaCkHlE>+lEdRx-%*bk=&H2i+Tz5=_tJ)bfb_#N`s
zpVDtX&nq-L{8~G}NuqAE?egsmpEEHh&sG>6?)W(G0)Dsec!mg|+K!V9{TZYbX_S&{
zW>27#0!ref!p%)0eR^l^yR8pCd^R10+}0B!zL<|*m`D;hVQce9qTc(br<21L3#>z_
zv?is?Se&rqLfh`UCqgeJZEq{~zG}AhiQ{%-ohS-9Y<-0sY$C<y2@4G6-@5Iu;k@Eo
znq7H!3))?%o4|!N&>Idg9-=EV6`p6O4fh<iO%=bfdU#g<tG_t>X7`=VpNZlEzNI;E
zK!Zr#)-iolo)$?$IsUf$pscD|CJEVk=;!;C$VjU3k&_p1JUhRj6g3EG-svp1cW%kG
z3HF8R+(?+dppbY~h96aX=hu47!8aQHzG*9`ul@NnrugFL#nWTmDr&G3cRp&VsIDxl
z6F4LH5u#D?W#^9k32aav*Mme;z7#ePO&dfM7^1u6NGC>R?YwM{RQu<uZ^nH|eVF_6
zQ9!{{HB)1hP~TUp7rsYTde{8}eJ?_O4Z-!yU793%<vU|bW|clTKi|Es8`OloYiS_*
zabh-&B9<$ma1or)Dfy+_5y9(2#m|?LBS-zn@x9Wjn!{4d9=kTvc0>ea8~-?K;LvjH
z^35{&CanIJS3}Z7W*Mq}C!8d&bwY|^lU02etM6+NlwV}-0vx!KfqD0umc+TA!&@Am
z%TqqQ)44MtueJ8sx-r!uSEHsE?QV5cH<HK>2QQP!wwl}kzpZet!gHQH3+N`?`Ec^k
zOHcFVxvTF!YrZhZ_q=r_N95~0*^en{b+>1ctu=Xh1(OPPZfPX&b9=q<e9ZDtQgJj{
z9!f(1qcsS4r_tf;$33nKI|*Nz3tBtPZ9reQM>~&s+&H}B%d+mum7q-NN;S}}pe5?O
z>zVykv@o&rjG!_o<t;2aaPfd)guCpYB8i?WhZ<&s!VM1h{jRRRVfshpx7XY6G2>P|
zc$5F5tRz>7S{z+fj6HCu5+O>w%pLTOu<`su7#p8#eN79W$Q#JF|Lga9LA!Z9Q&>Ec
z6ishY9bq&ERlB)kL(cMK!=YZlEus8dsJ7Q*D=fWaB}OKw*F#Vs0@x1>$@^?xKsIjv
zZ2bPBhb0Ez8)H>pZ0Sg~I@oc+aVa68rigp$zr81pk}qISS|5<Llg4rm9<Q~}3ia4k
zcTGZ**fe-aZt}9;k9ji%ZLrAJ^4=S**H;-+Eq6_;De48P3D}i4xv2>g`z)$-e_Bn!
zCl@$_PK~;@P^NjIwN=%EovgYb)?$mpSsPPdb5vW#-K<MC3lWiA#5&k^oAX5R-aS#~
zWCtNy0-wtxj|vXgU;iAcDNWxz)FJX~6mYE+PK~`!X-PidaxPZpR^dslPcs)gjns$B
z`?AW8&TYJY^FSMuG$8kZ<-wRmAUr8>nRyW{9PW9e$d<1hYX0Qf1DV62*h7OyPd63V
z%OAd!pl|&H3ZI)PSLnJ8R+S1*Ra$C&J@lk9=bUR*we9z%+Dqnw98RR0CcHNP_mE{G
z%+kVFd1NLqDpELgKNv*LH@+!Qdy{7Ww5qQNw*7}L3H(-f%Ie<nH(gr}8eUF0ef{l#
z3w_`?$-SBe(G(8S+}4C*u;JT2d|soHbHQpC2*%c&jkQzWcI(7`6|`GTAIs!c!Jf=0
znwOuR1+B2qZm6gg8b!kJt68PD$U}wu97KuN8*w({!Xdt02Yjq>B2^-IEUita6;!zJ
z^6GKM*dtV6&a5VR-<;XzYb6mNqZJfDzbL7OO%4vR%J)l?8-WqT&t#pf49oU;t2^Q3
z8})g|tyM&V$CeO}kr%e)WHsd3dot5<SLDf1kN<q!=pafAs*{|~Q<)yp!6O>cWW_rR
zGe!lD-D+pCxk|Xy>#K7&kM;j5_m<i?UXMp|qM55Bv8Q&rdW3KDaZWeKd)6BL)uva(
zdVw7h#d}sK3BR!*_UoAUiRy>?zN?$LU@2URFQBEQ*D38iX3L>ahGdcrrm3Wx)=Ik@
zn&x?bhoZhr<T|q<vKJp_D2K@%EnViz{sYMrEIZ!5@E=iuqh%MRv`Z@Lr`ciMU=DAb
z=gF!9ZFvJTeUS&-_#0B~E|T7HhfD@rkV@XEpU7~-q{JB3KIkfxQYH^S3(o}|+O>Tn
z_6^&ptTMgs@WH(a>s!C99XlZ$K&py^r<&X-XRL<`DsSH{+W4T+h|G)2PJROpFmkbT
z6M4&(dJdx!+XFrwd9?Q&6EgGcglj`rqS=$oU)i6>Zl0fscR6l}9+H!DzrQL&PPe(u
zmP4pE2jF`4I~6+Q{pamLyl_>8>UvY(pU*Fs`X4nnR-vK)NlUWqvwL5alt$tYX1)02
z{MEp5@zUebGoNAh>)R|rYe|j4BkCWh8A}#u2am~A>gA~i;rCD%oL!M8+wSaoA`b9!
zgqCqFGIxZBs+p((byuCN6J7SegemcV_G>r5>}`b1f9NoIcwzKYCN5Xz&D|eCCu(#o
zmag@R=7u=}FLb@?54VHyA7TWVSR$8Hgvf6#opVxOd|k{ok`q@v$*(!xz}s1rVYjPi
zdx|;!&UDs7$Z4db{cEL4i5;-R3&EZ@56^hRyVP;e=3^g%H)7xFo?AVpoO)oP<ip&S
zl%zc$pJ3#Rzv6df3S0wW3V}WM%|<VGLUeB}n=o?(B4bJf){AzLbNg>zm=brhXl)cS
z6Yj8`34nyzkn6rzUl4v6HcZ6Y{I2FsB^Y=})0T`wP?9uWt-;=q&ao!I7Mv~zW<!{e
zNoC+KCfV03hjw2-tog9(j<elFz1xTFzCl$7Kd_dOt!&E(lw%iJck#IjK!XU}eSm%y
zwMn?-Lj+GYTN;?5O>iq18?ZVP8t(k0rTe)X)(Z`)N3!e_goT*l?wm47@=h)PCcwIF
zM3MN*l15wrG!F;Jj$<w@p4v7{%W?O72DiYNNa-reU<X|%P9-Z=v(`BhWw+DWl|o*D
zWP#+cEA1cXr`el^wPQ3kOPLpqcs63{!1#G?h1mK^O1lQFkx7$qAAKN}&SDgkN-DV;
zXiJg`t8GeOf5XhV00ze$`*`i|X*-XB*$T^T&Z9jBoZx{gm1V??B{cJT0VT13HYOY_
zM=5oa>4R+gJ2_AWno=D=`gLdEDB0vio^B-Q#S%tfqZiuz9_+ufF!3h*V`by_MHXHr
zV#4X>4StYt$k<$Z+pkcJ9};1^n0n4ShU>jLSft9gC@{m=x7w`o@H=HuvB#8|KxP=)
z9Er2pfZS>2L=Us7LnSS4n5q8*H3%zCD4Re4DQZ#ueFl1Eb?6a4@Xwc;mme%w#F+$T
zFc6GQ!@D=FEzy?h8(VXDq)#@J#IpR_jTt}=BXw0-L3DQF)=N^f`@n&5xx5i{Yuk&(
z?O$xoZnwv6-&L~BqV~VMyu|QpQqHP%l}aGB<gF5y6_uQutpw!$>K)UDB<j{eDyWY8
zYWY#H?pvM#7vLNE6mF_aJ8&kKpgKEGTmN`qaeg3n-*B|m{K=UWbwaRB#M1jR<=sc6
zojF<bUPL`>on8Q-O~F<j>9E~U<P=Z}dq8hRafv(v6QRMj2HRBk<fWt)sLDUOUb6D}
z@T)&px-g(6x#3=iph%KVyPb{hg9niMoPb={cot|;eqyn*JtFB^ly?va-;tbbe!<^P
z>-dh;6V|8vP9-7a$Iqk%kiEcl<>SP3turZWNH;#UT3=|$(k|=0W`w%EgrRV|TAvE@
z8+4v?$PrBcZR*J%TR(h1J1WQki!B#N3^tXDJMu#lr`_;+XS9=Byc>!OC=`USGEIb1
zMeV*on?IH(XL|4ImNVT5Cs8uXy-Aq6A2WRPxx?|&a(w5489_x~qHJl{DWFH?L04Ve
zLlT?^yIG<3>cNY-^&HUAZ7IL%<J6@+p<AC%|Gw1o?U-)->Y$oF+Qr=hF$@L$@}$cl
zUVnOyXpUVcxz3+isQUVip($sg(55AQ=}qj(?wNDS<|x$JzqHjunm^K{c3ezi87Y@2
zp(}MDU^UJD29KO@Oe9md{9EyjZ$lUQVM+>Td?rqnjeB`#fJQ5B8GlMR>dtHJFLBBO
z{YronouuVbx78Vu62d3sUt|Zh+?d*Nyg>J|snm3`9&MA)A?XgoW+V(xrbyh0>lyo)
zn~}CV`P5#I%3RchyBF=T&80}>js=XxBptu*jSVg^<E{=6z*DBTA}HmkrDAMYt1Q|`
zAQWg3(~$ois|5KwEloZGVkj!%`T-`aWqat6gfpwWK;Kg`kSir6>88!@E8@a<R%RXY
zY=T@8k_(lOm3f7Loef{ojJ^sRjqvuqM){kB9Kf{yh5$kk>5718=KgbNT^c`8oG|`0
zSnXi>L`X!;Y=aFOE7`k!``wel;52;0!cCbkKN6IHshbF2>;u<NuN!8GIUtMh3{`uB
zPq#tj*1_RcQ8_kLl&cP6!(t)3y1{CpU^g~8w^@C8t4`^{64+U3Ai=;>uL*FpZ;6Ve
zO+PzPc~kph`rX>`NeYP$IIB<<EN`?JlQLrlD(@h`Px-P<v0eed4-OU%c#RVtbhB$Q
z$V+(MXh8beKaayC3;Oj=e=mtADBO(vwK5lr<UkqYG+~{HY|jHqZ@t<<+s<q{7t|N1
zs;Xia>pD8XytT!)Te)-Z{!{8@_i@ya>{&?sUZ6i%gMo|ka95hjQNlW5wNR|^I~Q{q
zGmJmYa&xl0Y8LFAiBsZILC~1+j=zlwL2X^>M~-a`MDy!=wYte5)NKPSn?u!I8W-3w
zyGloi)RV<uE=!*N!i+q8_E!LHq$^bck~(FMu|TNL0I5UJ>V33+Fs;I+z@v~GS0tTx
z|Cz1|?i!Xxu^0-z%phK1;sN3`<GN$LSVyPqtWqmV*u3qmqUJ;8p^DRx(?1&;itWzM
zF#!0Gf>npkP*kw?4ajgZ3Z~$HQ*!S;>L(X}J+w*~2s|ZM1SgQ(d)-pY7NX&F(Q?>Q
zf}Ey1$y;uCzeCQs4oh^VI?0m#MS*0BLA&Fi$j=>YAUGNZ*8rwPIJuHdH)%893mS91
zP8K{Ry!>Se;F@f(mlk_D{?$tB%rRZJ|L$FncX<$o`SQZR1!ZXGpj1ittjsqGUxux&
zlmYX&-jxKE58G-QF{tHPyWn2%WsDkPKL!;pKOLlYT0fhS0~B81`+0ofF@T=D9pp0M
z5DkJd(mW5<S6eI(e(3&kHhk>BeTaY-7n5Rk&(uRmp^3PBw3}Blh2VwLY5<jj$n&P^
zL7NjQ0)R|{<Vo@YMmtv_-6p}#Jfl3<e(RBMFNHu1=D#i&xek<S@FON>)hXd+NSBMM
z{mJUosDuJ;W5JX@3AIynGFx!nH2(OC#sbB*{j=>v@*0PY>+M%jp0*M$CvdSsVB<G8
zu5Z)=HoVv3lpdkzqVCBL`)k!8m+dv0nbx&mcs;u5Rz1Zj?RC6)wMOLApQpGkyqtul
z`etDh!Nj+>ZGfOT5Yy(1>*@dviko&H|B`n#-2ERYW-7khf*x0S;wF+Om6xrx``r4}
z86Np}bsfFe9Y$cN!T#5RRcNQ)&3g6mWN?ma%(6|y*fF(;Wv#=fl%t4Ver>)2wL$J>
zHE<!r|9wsFp`@G9!YYzIfRy27V3Nn6BF!<y1*}^~{9$z!w2^)k1h2SETb91wWp1fz
z4%BDCl|iM=AQzvE(-_qL7sfqz*Va4F_=PxQ{Z9;-27|mK_r6;99JQVeYO&tW!D3XD
zG?s`ZA!|k?yxzejnOD<&?kx?W#?BY-Ybl3{X|(Mx2dm@29yD>bJ<C(>FHO8c-P$Z9
zk#`0eMjlSp-I{a!3K-y{q{&@yULFJ`c>3w2CH#yN6~vQ}S&PTtA3h#)0|KN^Z5a3w
zjNC4{+P3pe4{p6bT%vBl^sV+b22htYgzM#?C6{k8<sJ)Ef=Zraq`aiU>@pE?G+vvG
zZUbbBUTVeO7QrA+uq0{7gaJu@0d;E*_;x!+;}bzeeyXGS4LVtevc6_@qWeJ0w3ZQ8
zl9C!w81sgz(-I7m0Ug$80A51wDiE*H@PiKgJ5w!88LE@QeoA8d7!fZws0J7KwFpc7
z1rj=8;Wi4vq-1pja6W{Kr0Wn|0rn`$kmt`LvyA-g2_Xp@&c%svzA>5RWoD$CL!xxW
zC-5|0^l_M<Dz_!1{_gZLIee|<GaF;lr7bfDY@yEdI)R^X%CBY`59l+!t>F6y^UaMY
zoCGoz{qfo>xG<w$Gs?@`V&FiSMLJpsOCeJ=0mgy^t}k2HAG9;B-aRNojDb+@-zaOR
z+O8*@t7N-mqu8;KWC;rKOJ-TkCP1XQy?^}DSnhM1TQf{7K^~CCF9F1V_x)3bntXp%
zINY&Xl12^*=alLu@$wwpr(B#YoO>~vXSgfFGQsm_6}6PskQ^$$H+tK>XPp+|<HLL|
zU5sj?kH6_J8SpJEFb`IGZH7Y3DnZz|;DzVhb>o=WT`5_*CsqhV`V{Z}1D_0cn&fyd
zi%MS4Pi8J~+Qypp1il=#aOQ;LOE+#M)!+Lh7cKv|(46Uf#%OvF6qVVG5@=@YJ~Tp;
zQ@N0E`Mxuy2S24jZv}CkikP(`649AM!bB9E+1XM&5|Zefc6wDu_x>0=3AFR`Sjx1v
zA^G&HYmr+ONBsk3I#9!fRflReuP+%VV3m!>1Mrd8)bRSNnhvnDxFt@9d3*-OS?4$n
zzTmAyNLItRCU?C4K|sO>tZ;8ID0`+8+y-SIIxuWO5sKpMVGKz(Aj~u58^f|MFo_IF
z(Tv5(xfv>B0;tu6SWp8EJ&dspKCKvrdiS0LfGD&#qR$vUf`=D_GKyc6{KECtf!EI$
zjQW_xdwRzZ>}mX(=b|XW-++7-tFx2ga8bfvuaD-=IKX;@;MW;exe&0-O*)lU>i{o6
z<0A=7NDVe~kR-q6r0CFxKQ>x^preimE~edAFSEEjoB#qL9+ldoQDC-)9Z4=(DWB?R
z*;0%pewUVHgjKQ^?Jln-p?hr7PAQE6cigACHrY40&b^*Bg?W)s=;c)w#-6GKDR#JY
zB_tKI*M?b5qM~1epwcjG(BklpbSOWw^6gZu=6JvUM**$vRTt;bu^oouhMlen`X)h{
z>(+ORd}&c*9Ru`-wkRl*!S)XyZWz^2E|Nda^DRKjVkhqip)t<mWSf1TCT~QxPW))k
zWs?f@=~M5AFe>`>>JS0DH5vrqn3l@V6txV*2mma7rY@5#tpcZ21`>G^ve^+&r3Z^K
z2d4cn0R$cLU_vRIcxDbREI&G%FaD%El018yfIwpz8I64PkYX}kX6>C9RO(K8h(b_}
zF-DGNqlaC(mMeV_W555!=o+k0`Qr5oe<WurYf*MFaA7TSFi333#G<aD&hY$V=iwxZ
z`xJ5Ic>#9hgW;W+R|907z8evLcHaF2;K*2O3#MHv54kC8=Qxof8X|mOv2ie*&yk4o
zinn<4fdFRD^I47H^PX_}Q{?-(xCgT*j%&1ob{@I?`TOZX$aN(;f<S^QCSox9^Jd^%
zxpe_RNT3pB;V(dsU<<9IH4}_sP=1!}2RI8?Zy10y2?QX#I%Wh!YelhETdo_GGA=?J
zNzt!bZr{Qeer-B?&XvU)C=RexWu1;Nm;X@HAn`reR023ok=)QzJZ@YcUK;xk^wi+3
z%ke9)zzny-Yk8%{1EwFudx>3=bEtf0@x|=Bcalx)ov#rB0-&ydM2gp3l&h-s&Ktwv
z3P=tpm<vDbmt%=<MVNF1&G+4G7STTz-uv0>IcLH^Od`s$($YYfe3Jki&R1B4Wn5Tt
zE+077ck+7gY~b6uw^9887{4Y85Q^yCwllq?Cp%@{Do2F&mZZ^Y<Dpa%(mtN<Jr7GE
zsPt~W!xKs^^+3vHOHjowh0Gz?^Y@7`R9c|#q}tC@*J9NvYL^Fj^<u0q)sudntmk~e
z!Np(PwI$;5s`aS@mp-{1xAtB<H(oo;cSBtX>O<!B@>@H0I=e9*TX}#nF8Hf05^*0S
zPpe)ZIe9auG3LzZ)11rG7|o`#9`p9#4cqOfjR@-2Jx(E$lIztX^@x9<5K~{&o+Enc
zx)8Ic8b?8j_j3v=d{@!$ML(YZKaKZ{QSfNF_%Cim_Sd^eFRi_qe_p@W{B9XRd+O_!
z=aAHrBYwNCkFjU#U&El#>B!ip$sovm+B0*PM1<&?N3ok1Ef*wJH`@S8f&BHWFMMjv
zHcXoKenf`<1A*4>=qo<`K!WXZths*Q|IWhGq_nBj#R1Az<rndPcmCXH^Vv0Z`A0&b
znNSu!M(+in$qO|u!JWOi+8a}U7{5bvHs8@R0Xo{a&=3%d%Fz|qAmAO4>`HP9>YiR~
zNa?eT0}!CCReM#JBEj6BsBDb0UKa>2zkG2_p8`<qyvVpM4K28X5k$ULtoA}MH^`ai
z*?Bj$GDr8zSV2A7+Y6=Sd7K^M(e`(%K4xfUDi-CUE0mm32L<-q`~@IF;UbHtwBqa%
zEl`Ve2JcbqV~C$}Qf{tec~exaC#5z3?)Br1Nxv3o&uCL0x6q3jz^gXZy>uz4*`bw%
zk_?+b8IF`x(o{;FhYC`RuyV!)P~XW4s(8~04d-dXxtfw)aDXLwrjF;i3@HhpsQE#&
z93tiklD<gRju?Dq?Q23;Hc0DuI^E*K<fGU=x2=c0|C&68611nnjUOJ@9?NW(Xc<Rs
z+kH#Y|3^UC`;VunE|E=g#B_fzk}Z@<xtNecm(2t6n0{Ua16|UV;Oa$%bR?*zH|^3}
zV1Eq69cXkKLP8c>fi3Fv=8N2u?CHE|r8q?(Ob&wPnRqn<BrtNY)An&@--}h_hyKn=
z&IGW}pW3^bf2L=$e$R6{M%~Y4z0Q+Pt$5&F278N;)evrPcb1*CJ*Vuk-Z=B*)w^<g
zyeKi;7+sDHz?{5x+4x%cG)9Sdq0H&n;UA|?y(g&B3va*u`6FTH7QbWrWIo?B@41(?
zo_p0S#@2G_-U&lVKR)pOQG!dLT`0jI(2LDLK=BblaI;ksyWpx_lj_8HxUw;*!0>tV
zS*Q&V6HHRR-4_!^x$LUyEE}SuWBH7aj%K*=8=B#khMh;1B(HyLEHs=i3ix$P)uvMz
zZpm^pa<At911S&E5~?W@Lq#u6J(f4_iJ)A{pY|xU)(t@$F%Xgum`hlsbSj=rumwlU
zhpC$q2p4wkdZHsb+#d3#n@4UwWVNFda<)0Jf6t``S7MZ)Qt>zvPLrs+Opf=z<!5FH
zQ}dG0?}h78a3`7b4*Sz$?xn;}9Eejd#p&D?s!yPLae)_zwGPpb>YbZ-v;vIbmZLZ=
z@!g9JnMQZh9o_}!;9EH_dk*Lw*yH9L@rt+m&aNAp`jqWY`0I+Ul<TNC&r+^dkW9?&
z?7ku{yE`iI#W+Ih;x96}F-74!+mLptXWxN4OxM7+w1lzQ)uooZ)nOc$y{$A}sX2u>
z)c%(yyjOAZ94lkodYR7d`82@C+n$WL41CJTF?r1JG1Ts^ia-UXYv#49F>z+N-_^|)
zA{Rrf;d8MLc2~cgzihUgUSJREIx$gmeAyj0u)3@t7;vV5QZlcG0`c&Ny5}GQ3a>X{
zBQ=w;rkOp}zRT-k>302Jn?L3(<p*^&2I{aWa=!*8iO0fziM^i(8Fxqqg$NR8^Y#%Y
zfp;^1gO#mKV)q)%t_(dbb-8`>js<;Ew0n}{9d~7T%=Ln{ijqP{^wDffDz`Fh08J<>
z9xWUb)hey)&gYh%Qq%Q9M!NvLOPgsmTwJ`}!S+utvtxg0;MOO47G?RneViZj7%GOp
zqDcQ82Uf6#GDh^Krp1Q!5=fgy2ldYjlTFuc?hU1B1%_HrgSDOQC(FqW56UZEZ>vuZ
z`LnRwmyWjR?T8{uT2yg)!gDpIuZK^T$|B>o`s;SOsI8@TvY*}L6DVm3#t$Qz(FT<u
zPBUDp&8N-`H*elx@6=YW{oKXRA*s6{QLO=%CW7xc|8f*ksNl0}lU1mn0Bwf}gjuh&
zWVOD%fq^gX*l|wU83-$YX)VTJY2f@duhiGxi$+tRTY1v`lE2BwEpV_isEzAVmIKY%
zGVPttd{A4C&W`_RF+F>@is>9W!e<#_Fveoyc*|yGUf;)9kTPsIsPrKB`{8QJBa_3O
zWqW~(&MgZyiU7WWCOAt<XR<GJMTQ~=`O;TbW+Nq|x9s@Cmgz|t)xQ3GZ%2E|e?J3B
z7Z2P$4EFPva7ITJZ6732W!sH0)X&QBUl!H+m?)5cl>}>DdNNJo6;v-h2QCrX`Rf#8
ziybW+mG}PQjceIWG&C<!93}CEE6JH(m?+p_*3MWNlflp59%3vWhQSU8{XTW@z>ju@
z=ZBXomDz&keHQd@1)Qev>O(*P1%+j>GY1jV<`K3niDjqu?>5hR{JNhw+~)>=M@Pu`
z$dE_ne2VnL!`l0Om>?ND-F}_)Is1LC@AE8zes8aG?k_b-nj)dQhtu?{On;D#%}_G9
z%TG6RJXD|b2DQpBMn<I%HwFceNm~yR5^r4X<z!RvtE@UUnRc$rV^uLA&E_f8@pJxu
z_bX8osH*|MHYG*o^$0HI(**<0x3kb5Z!@2#gFGQi--}9rg_xp*iIxoyETYl~$&usz
z;4zh3F(*2{^aHZo45bav6qAu3wb~kh1w9BpQh%lQ?F!Au%L_}Ca(Lt6%uglG&Gv!c
zK_oUUA5uc^hCLglt$ZTO2pIgACn}6#bvo(VWz}LHE2xmx+o$A8AEFNbH{NvgXwux%
z&g->JQ4N-ths#`M&wBY>55NS&F0E>GRUUn+jqtMU_uR<a@^bm^;k_5V=$ZOJrS`w?
zR6*E2Du}zp&Pg&^g}%&Mu#PTGC=P}xaUwkhTe$k4Cr|EA`p<V;hR4ItLQfGb!e|X@
zU}*KO07EXStld5>Xy6;#<6%e{^XDz9{2wi%NiWPer`AjQj2KD|0Br-!gDRKW+qG>-
zSsJ+tl^^1auG8#n!nJZ7`|22O$zmQLE8>fgaGzk%R`G}0+P@BY^ScG#&TFGq4q(m=
z5=G<+2YRtCvl-Vf%-849p8WA~FVwM=(<TP^;zca*&%$fl^W>$fHL57%C08~n_g9EH
z>6X}WFRL0%(iI=m!}eGMlc*?ll+;3p3Yp%^J2d!osrBaRYoQ~xIq~UUmJ6>RCyhDz
z-{6jPYR?ubi3?56Q-&!VkOWhX1L{a-l0UuPdL{ZN#}a*~5AY5a;8azL^{Dv9lbIu%
zRw0i9iZP@F*FdS7+>1*1rPpf2?F_`hX}rT!|4W+b$-iE`Kva_Q;GVo+)qh*Au6k(1
z?#XzK_=-~O^PciPDLx)CzK=_$(7B%ED}(R$wem9|AMNk%2^z>R^s<#J#Gw|8iW9xe
zGJs>nrD~>QC4!Rn+asy)V#Sxo<_1$V9-$cyiHSDttjb_<z6YySSSgt#nz{*W$7WXU
zB%j^aq|vo7cQb9*_SSBup-y&(%Dvn-vIoBBJ++bYEY1?jvF8C%)$#lScgs|_0<*AT
z0vOe-T=WlQqKJ7`;rywDo-zN#C!f#zvc#l`+|lWGo{V7w+z`2LBjQ0z`A&^rBM1N9
zaZd#TFMm6?Mm<n5_ZDa;sx=+_Y<THc-OGraqa2D7j6RxB_G7ARSM$5z+u|OrTOUqU
zd>0vr{A-mD5;BbB|BOW!;ykXoL^0kuw}@HduqvcJ!;zPX;vzs}pJ(N+u=cxRX!rVj
zXwiPb5<yRlS!p29I~%Qfsl5`#9#ony8dv$!jMCJgKb017<l%+SQ`(aE&E@wWo%{w@
z_X28HwPGla7!YN$Pa5&kBjwl<G{>%wj1s6fr-0N6kPIuGtgjEQx5dQMPew&9I|c!#
zgiHR!Y%uHkk;A7`o;Y%5J}U-mp9{NsbyOg>&w@AchMnIfK#>6%50h=dieaz^6E)h~
z9{guHz7-d-wdXRaCsKuWtD{R;>&%(V7iu=c__aZuGZvF13bjC8-u*uvw(S;qyj=nT
zz~rOF=J#XFN8wWTU?^vNeanmgzGW2m`(8Y9>hsOgP3Jc#?(z(PE}RbehEV09O-eQI
zi&-OuGu1~KR}t#Qk;7>j<J8Hz|KsRf<C*^7KRyhbQ_QiDVZ&w?BSn#8+2$}aLWt!|
zC8rJ|=6tG|VRI<7VM2~MMULg1kW(rOMd;*Is_%cl|Bc<-<FVcOyx*Vex?b1wnTvRZ
z;QyN}5x%5RU>IC^`x5Aph7Xu_R~e@HU7V+?xJ=c?1hv%FdiRaQKXB1x+vd`ZU7HuQ
zX+O`STYng5Y9wM{Z(h9rc(@!~sq2f+!Q}e+W*4Bo4I@xEU6^J(1hR%6EkLOX_Jaj3
zW8koiLAUk%o5U%79tSnp8G!Q!@o-6<(qjL>L-~8~q>nj&ziWTAG(x)i4l@#mFZgiV
zz)wQy98FUV4P}G4LuAFBv`9%h&WAPP4D+T>s-2AT<~~7=CuQsWCe%jEYVTXhE!;$!
z@XhP8#>Ys@4kPrMx84Z@V{{UvZ)L-Z^nwS8hG%W$@>jK0x-|A%hWZYhIcAmdpCr`r
zpLOFZWX;vO;zAV|vCA@V3#OcF>+5&NgM#iGjsEVRg$Q4Mrg-j@&d;wI2~2+z0ShiZ
zx2n>g7#HR0Y4hM0v50@f!a2zK3g10Nb3K$oSF=%6>t!)lV)?kd%kIqe$qQfQvXO|-
zuii|(%&~(DJ)K)ou_uTT!|F*FexY}-0d4tBXg1sOwQuad_zzi5hFJNHufNe1^RQ=M
zw7sRM11>FpkV3w}BwDnI$O`1S7_u#-fhD1zO8fy75N7B<07Dsj=xEL7i?e5TsXH&?
zml%5vN}h)rKUw`gl{O?TcOAQat7?sM%P7qOO=_*L)X-_GQU`VCa5rBk%JGQ4N=bcE
zAKFEONb-U@LA9^zJD;e|RPd$V$9(mOV%1bWyrz7URrxcZEDmGw%I~F?XSvB7bL)nl
zj$TU)^vvtB!ZYGxHb$nn03??(u<R>8#CW`d<pG{LKColwe5PS<mlB~gJ|C06Gq-!{
z%ig2YqEhv%m)w>6+S=Ciw$c|X3k-dXPWJ!CCKIL?8Kj~5IE<rKj54y+g~4=?e1N`l
zbQ=FC#~^fF^0+SH^F@E@Lh*C;Rb7Z~mHDqh+ByvAQ0YhGXZ$o!mi417d&^UGRdfyx
zAihDYC4vyHSX`la@WV?_vcj$M8{whLBd)?LL?4bx^9M4|xWVbdwHxmGnmS;qo%$>n
z+z8x8q|vAW#}M$=Fv{#_W_Ax$_O6VWRcZ(PM8fU`kg^4EOlUG<w}aVwML~zaALpC0
ze49f?Y<<WK+iHH#M43c4_%;iu-+A12BzB!|a69Jq!{&c4|Ju#$98BI+^jI{4etym~
zafCVHUH<3O;|IwOSc?^9waVLrdQD+Kra?~`n5Z@~1h8n5<y-q_bRcH@`jT*;j#%9G
z*9vr9oyZAr&2xuW#&;v`R@!EN&}+F}nYx1s**L>GDI<t3?Ia`0OYc%&tA7n++2$ax
z`X{IbU6H+9e6V+OB`r9=Zlz%6`AwRY?N!gWNsc8JMfijYs(gA#3Qugqp))bxYpZ)J
zYunZr)FJEw^AxY02&st1hH;;lWtHswR%xQz@CoZVU3QJzl(<wPi)|wJTtkE}_x023
zPpZqRKOM1GN0NlAHGKb=S`>v3<phjm2Jd-S0BO9my82kcQ65wEk+b%6myH+a_Rb`0
zxX@<&qS4XwXF5T3g{Q7AcopM^gt^W(uj-`7?2X7L%Z+s5&96tFl9_nX_dEMH-zN?{
zg3$U_0e6pF7<dPLvrXYD#)wvm`7-f-Befl^%13&fWmZ@&RR_229v=(mfo)zf*5bkr
zb-0i^S0^h^r}G<mQQXwXz_m?Z#aCCKjsUf>XFF(bi90~56c&r>V^OAoW~sZ*>3h1u
z*W}|?s)(Ta37D;j6GvBoYcjxp^%Mei4)JdTEQiX<E*uU`v+`^lqF=oB$GVl0{uw`a
zH&ZS^M(q=I;mR)BC?ws_8OG}@OGY`zhs+#to@;6<PD@<q>}<KEbExabpOU{UPA>D9
za{CBP?tMlx7<H$TU;?9Aqp&W=P`ef25gf5<fVWQz#+xgG6)TdXeX}$ReiL#e40YmE
zZs-*^Mr<+O=paLW@8o{)+kcs~ve0)e2a9Q|<ajnLc8`4Z+fGS}&<U=YE%4Bbn0=PG
z#W%NGb&FA@<XDQZ_8Dqx?e_)~%GU4i3r{6HK$OC_AJ6_(8r~LZ%?v5lYk~g>r5Js^
zq2kh(zIM%T;?EPqpDUtUTg}xavOwqfCT{v=dOG(>kiwJG3xWUkRVqT}17ePSx$xdu
zE>ID+1;+mAxGIZT1xWdffR8*<9)9GO74&V<G!CSR5_0g1(16`!sEnLdchur_>l>`1
zfz%vHtdZb0x{a5ylc(Hn7{sQTi~;^RT5PyXB3Orl%{q5%@j*E^)$sZvLS-kXC|!${
z%m6E=n=lzq^<iZD9SwVj_aVPK6YFqt4VhQ)8rNI+=LSQT*Sb@lToQS33d6xTDWg3K
zKQSPDH19{KMP8dhbKXVCPF@=Et1s&Li;lamsLTL!w7VO9gio6w&4X2*gQl8vwz&+1
zRUB5j?Fuh*n>^<lTaIv}sby9hVODH-;(6xvSI}6BR<J~^NzW%B|L6mYj=^*9yfuPN
z`E?!o;)|*j)<dNed4<->Dyw;zq3{xm47SDLfP79Wl&=6|0&rU}kYP~y7~p-#o4MAo
zKc%Z4jy^;yerwaiSh6Yq+q>1(`wQj`_GND~_S%iiY_`QF%ww%W<P=k)B)r<TE_AJ*
zs#1FAxl2cP3B;(I_kKS0VI=?>OB0>D+tKyj?t&$IG?)6^nv?h1H>ghDn-P0m7JCA|
zO@WCHpM2H)?Q~SJ9mI%s?*5DRD@veYM+=&e10H@jRxHQXz^+~>i97Oogt!ijvSa|`
zG7H%z<;NNx#<GgE=oH~^%GG0_N}^jP-`r@yvsbAEf<kJHu}{Kj$0`U8Ml<)gZz>~N
zlH1#TH=hb34G!g-5(%J5SR>w+D;iCRi{5-ckd|teQ>?FW=+0CZp;&<x_hqJ2A&oO&
zYtobu=PBi^bM11<v1=ip!Xz-I!LM??2h+JiTy_qi>z=nF%4$nJL&AxW-vq=86Ss=#
z{L)cSnhCzZtux+XShMcY5Tp{DewfnHiX15o&MHFS22OalpA1nP@jN9fcGBbDHBYv`
zR7BHQo2g`O0+eo@XJ|3iLUg?Dutrbd$Uqk=zEAhH`HTdo(QhKj;^C1z7Dg?BeWD_l
z7T&)HO88o{ilDv>I(wtr-vyW)iG|mkp3M^l@h(f39BZT0{K2rke++5{Ng9$(tn3lj
zhpvD<_0W1Uji>FX#aWo5W1G^}|KmHP3TkHGcLp?NYe0C!6c^J<i8vG86;;BJ<i)T`
zANt1pgFe080=ZbORz{GpakV1y^wNuZsE_MHyiYo>!n)|TAJnaRDHQ2lCCG<yhOnrt
zWMC`~>!Urs5Ve?&z<mBuuD8}j)#b6J^gp?|HuAiykX_UJ?KzTS!p~#JSXa=lo#Orb
zq5rFY(h$$|Qv3-eNc5i@7S2AXp01Yh`2MCdkAf|!@hGLsNWyz$PmIR->XIQxWh^+`
zNK<u=SSik8wZ2wiNDFu#w%U!S^(P^e;|yIMynQP^2-9_4$>00^b%&zK+XpG^QtEN1
z^Ng>MUqnv!=t??31rIVYH8fo`rwV;ock&V^^lJ%EpV!IBq~0|ETIt?Yx1<_M%Y`By
zch%=GbN?XFKKjJBk2k|+5O9QbDHxVBkgaoGq#JKW7lfJ!eAr9q{(be!b5MTk7gxGf
zu5O@&8i_UQ%!76%3M|6}(KZYH_89Mak)~?ki6#3ZvSR$1U%#iB0x#&MPorH|Y%t|;
zPs(|2Pa?!T5eHHmG9GGx&o;!KRmoGiWT-Z*4`h=A%>e+M5TQ610B|a$q8)F%pn&Q{
zVylWWEt+zadPuE-=Izpvsn*3;c!qU6A<J{6vUnmL>6Lu~+8mUF%e(H&;KA~zi`yht
zgVKi|7~?BR{li*$`$0ro4?azqw~aq2FomTW(O)-$kNo*lIs@<*`vX|`E$IFc=45jr
zav<k4tZvhXrG+JTJ5VJ~QosHihjc+kCGv|*^U&T+vQOFk#XQ{T*mPl^qVVXoOHr*5
z{#hzlu&9%THdB}3HU}UZ%wH=I6Z_!;6*k2gfa`*r4w+|ZKCCp+B;|1Ueyudlk>CFs
zbfKMm>+10m=sa%WCg1TgPxSuo@9zv1C<V@?DK7!-f#ORx1Rv&L_Hkltgtc`O9p=VM
z5+DdG?s5rGYA{~8%<ap;SM<)D{gHCDJlq${b{k*AB+jkcWg~a%Hf3m#{xs&@ySqT=
zv8rbH{jSgWqn4YVmpM<JN0CH&BX?ThEYix0zZZbWCFC_knPOYvutrDEWb826rABn?
z1^&j#j~(n`i>`VO7p$HPc4quMv|~Rv>}vWS;0dANOO=G<3XK~xQ+h*Cc2fUE9PnLq
zyitb}B9-W%Wd?DSo~hj1{c$Eo&OG_Lm0Drl1S|_wOA6(XJprvEQ5JZIxtH}bveyGy
zum}Fs6GIB0UE-iYV<6VBhYw7oAAxi-li@W9bw|qy({|I&l<9=g0bCs8st}eZHWV^+
zo%`<}&DlCa_+q8JbY*D5{J_sSz$%HBp+?TBT&>49DaiKQw~LcU3#>VjWejF3rQO^J
z)&CQUx2DJSiMwlc#GbFUtCynJdb0V&oljBe9or%w&z*p!)t+^=?i|&CENcbwPqRmH
z6A`jV>nBsPGBX5KsS<7}P?!(lV?j0}RWFfUI+h7H|B`tGt*C5eQ|=IbmzEQvkBd9x
zwW(VN6$jrW4o#7Ysd!@xIB5Kkj|PrlP;Z`h0_~Z0c=L|v<s0!@Rc^XZ?w>l5;Leqv
z@ejLF>q@CO(y5e7kk(1HJf=<<2*%rlusCI0GuE3$LGl#yjKu;z_1*{{lw1LD>V5IR
zT1_(=xFgAvXZ)9(wb%`YimogwYVP?0;IjOULC}4Oj4$^T;YYa5=^j1}Y(kuU{~B?v
zHp4%?^Zv2-L!kS<@dbJuE`wpWhb!6r!!fm}{q5m0-Q`k~FgY?L(}aalOZz=V?-J-=
z{sROYe3Y)5?`!US_jECJ*rIR<RDs2v`{348{HPTn>_whSi5_UbSZifv&yf2MusWnx
zaU~3@g|z#Z@xnL5i7z*PnVW&mCUEh#POJvQ35eTChXjsUpTz!?smmq+f{>tQG9dN>
zk*namx`z)*FAJaZOt5w}WA>09J-I7TEppJ4V&c}S3yCkG(-CfABXo)57T+~tMT=<-
zj<)B%`HY!{MT}Z^&HSrk`pj{69Je5lrHy~bzI%#zN7AGV^eD8E`&=X#@oIz`*_RXD
z?f>LEk;$)$8cel6g1lG{I^rv&P7MeAX;cxJI((D=G>cQvC=hUwRwi{5{;Nm0#q-4V
zy<3+KW6QX~*tt<^9bF?^59jyK>A{?|hQFEaU0{zzYqHKjsU!ys69Z)Vz1s|GhG_o%
z;O7l%ET+0?SkctJ<o~3cA}W#VL3K?f+T3mOy9cH~>m1|os<-q(T7!#=3~Tk0A6Zwl
zckWk8C7n%UbG1``T<2A-=W^?~r6)y2@O1bD2%6f_*sI$_Y`5I<<<Z%g5f&2clhe&$
zVX(*kdYViDy2M-qN){`iscEG81VCb$CvxneHUi0STUaqbqwysgzGl3exe2EEChT@Y
zxDC&s<HA;4`UirpUSZfluXUI$ESa+>QY|+-TD~?)=t1e#CJ&K^-v(d}(nTulg)g4w
zpwP}H+-=tcEh|?-vxW;6?988vOCdk+zxyQ3qP1xoZ6K#2m+9ux-?a1i`VGpP3;plk
zetG6pdV6YgbI^J)R#tbV^cFs&b3$E>EM=mP#11)Aq<GR20Xc~{EYjCyOh~SEXb5~b
zv4d41SbKy5Kj^rnbF||^p5j627gAOI1T#odVK+?|(ukPC;o!Rgq^BIekyd6(h(mFm
zb?3OUF31!dkWFy7T~jrf>r2%=3FNAza94OBsa`={!hbf-W%mM`G&I;L*h8Bz`3K&y
zR`y~?22Y*3a@c{$JER6I0-J)3`pSN9T&KXrf6wo#y3cL;?tgyee+v=ltJ-LJdI$QM
zHRK{_UtuSHyO@b}M5uWW1tut?q}W`vEsIvH3!%Quv0nW}8hZ|^9gZijdkP=Q4)MKm
z4Q`<uyXf|<{qo?`k5DWeT#)a8s^IPw=?XaAp6F>PcGGbsivDOvJjP@N069b}fnUgg
zX}s|Oqr6#g@tZ|#Y4?Vea_br6{g%SU9E}82&AP65YUTA%Q&*B{WGD?BxqKOE-J~Cw
zib+@6O}%du2R+S^<SSB~8-S%Z&8QGf36IJdW~N{>WCJZMO4Y~^;K|p@H!or{o9Z$#
z0$2V~!M7Q|>GSM^C(+b%L|37!HqhEp#|+pS=D-CsA=#s5)Y9d<qr5ngCn6wSHRIwq
z&nYlJx;2}(u*HH^;nN`g@HpCLqnn{~EU;Rt3U{7BdN+W9vkj_!G@I>tR|fbQ0t*u7
z>&xxU>`y1(9xBi%hSkm!KUF11i|>k|KfGm(5mITnT?%u3tjb>7SsW}=UISir1biow
z$Gx$2SnCop)Mur+-ipLz#m<oPWUf`=GL>!Z)vo*Z@gqz44Vpr;tZC*F<mRdN0ttJm
z$y`U8TYrhbm)ycN?2}47yJ~D>^SN?Ll)U`h<FTG^Yq|-nl@0de{IrEr0a^Y6AAiLO
zCb&l+ouSGawr-`aj=IqHoLJIBMlH~Hcq7RQjg`^7t2zcS6+5;VbL6=h@;rhGapJ2#
zuR?q`FMIZ?Y=|>O*fP`ASHrKInh-l=L05Cp3hu^RKey-qsrz|r+%n_XZ;O@le9K-R
zf@>erU(%ApV;zp0G{{1SjwDB3K9Q<P>Z`~v&DGCs(8bJN86>rT)8s3Z(1NI2ho(Bn
z%&%azI%Y!z2foE&e8nBJEJX3z4Xu$z?^K|0Z)tvEMP2sryTOs=Yp6H!3=o4$q$!qK
zLLzo;X6t-W#r>Hns^=-{_%dAxDF+I;Fkhf0m`NGJHUq9+?oDG8A*A!@dA&97H&lD$
zB@o=S=+{Zlv$-J#{kT-_tKv#R!QqPB8x>XQ$CE5H4j8h@3Bx8xo8YQ`6d~@kWVBcS
z)@J9=*@aCx)X2emn<q<Erk5K(0WSb+>;)T%UF|+r1pQWJoK@#b_L30O%EWvWDI_%F
zqpkyp5w<zs(ArRtJfTzgJtN}a=&K{*Caovn%$nfcccAt|q6W3=e4*Q<vfuB_M7OSf
zh+0hZLWfjo7u~u3$~gb;yu&~Fn->y`?|pH7_BC2?+wj;g<%=b6Gyfc#yO<rJwABXh
zuRHtqQ%ZyO<0|>f_L$M(VgH%mr#81f{(e3woqy-%2e3CLsB(^7EGxO{Mx~Ojn8I37
z_}a^UlFwJq(AS<tO#BDHD*frd6L%1`fBnfb&B%LuqZnS9lG0{<8NfxS*&vyrvPi8m
zY9Gli7m#O2=EcY6aG<i+MS@KM6f_9v2Fi9IRLzx-89b95afv#<@NW8U&@$_+RcRHG
z&^Sp#=<*Pyn0Vy?s|bWTLI`JKkWve16_tCXj5{K^>X|ys=9mf1s051h<)B?DCa_o=
z2Cpg4Fhq32OF{?<UD(gQ67x)BfK@IzKwMR`PRN>n>E2_~MoVbX_0?U@&4Yat^GvPR
zKn6NVK=G~v@b&<#Cw&!eiRXc;ebN!U;QZWe&Wd{`mXKaM;&4gfqZV_dUo-&742#T9
zHl7QI#bwPcNd`eu&*o=p=D@9eN8m=)rhvF26Mi-4D4d|?TNgUdk$n}np8xIVV_j?5
z8m;Q_&FIA=8-2@zc}TL9BOw)swHnru#1aVhNC8r7T)ZGKep9W_cR0h0?y^}?$G5bz
z-;cAJSSp%pj4{rT&<`bK=jht&ce_xTsQ_AZ_PjEG7ukv*-m8%Z$Q7?D@n#<jg-AIo
znz=*2wJMB#qk>!H@420NCs)Qhz155syf+fSb;?PVJ`Y}9fgdWXo{trNCO-3)az2Yo
z18`#1woQn;KlWtL$_uwn#coJG0v7P}#eckdOlIYd`d;$Z4VBs<C2h57GT+fN3C|)*
zIF9;hIVW?kTQ9@>N1mJ2?9Je{rzO9PsdRmdaozjlnKm@^2}-~hmT>DAc|!^jeA$+;
zx}h@QO2CpDtwToYYiIbMTbAwywUC21ETI%s79sW}-ntC!HdSBX1DsNO5n5RJAK;eG
z-L`ArR=y-~gCV82*a!;2{Qc?HF#hLD{!aJ2o`3kZa(+aER5Mn9c#UPTaeMW?V1ur9
z8A6Ca2_iW1P<iX0zo7~$tz6&ANVI1P((_m-&wjwh-ul~l&@E&+TQOgK)GT6vnFi)U
zffQ;!IYsYgL^SZUtTgBKt^^7KWl;Z`nyZUbhbtZ&hYNF^IM;`oIM`_HB|q4yH&)AX
zMi_sBP9VpJYo+!~9OC*Qok#epEyQ#GsLu0mAt+0CZWnSUtt_=PB%N&232hFMK;C|@
zg-kv4(~FSf4U%Ywvizb~Xjdz+%lL@C0s!zCfZF<{%f<1nTxq`-xnofk_4Lgcp7%*j
zX<JFyCk?}NU@fof|FVxPz@W&nQ1gQ4dg5p47UHJdjRA`~Kl0eimkAOU;<t7#$(YG%
zCzNpY*8n;N3yTHtF4If^f@)o+(&RAtpQ1|*QGb@Qy=|$XV>uY&<BbtBYOs|)L7-3K
z9cZ?vIE8|du)&atjZ9M{jJpTJHcf}HIG)@K*@JM!6e?quL^P-LbKBvJklSE!OL2?X
zWp0Inz9NX}%KfJOi_2(j^TRSM^PTgT?shITrgzpj3wTAU;7H~T*N$EF`1hHDMU#~$
z9F$$!eMa#BB7E3-q`x=Omw8NsXE>uTSA>shQ4k${Vp=z3`BTk9y!4%_0j)Z4evWLN
zp{ND<m>OB4;MhTT`qvWUAAcTRjxE9WaqF^;m6wcg)I=`Cd48A}(F}p63yUKiFT2vC
zA3wF>ubFc)Ibs~^eoy6l5|@tq^r)_*KCatsFi1C-jlgRj=4#T6yYdPg{$AVeMXfY)
zopPhy3NbNXK@5l)4$EV%ZGf+@Syo`loT?Ly6Q9c_HpaqmbW?S`20fabfWdTe7sVWK
z<;n;Tq|^kS%(HXmWJ);m3pGp`L%*{NV>+Bo2+$Fh&(*pVoge|v2enN*xh32?fWmIV
zc(y)R6G03(Dw+KD#ahpIBF*SimwCUBl@<2E2_yjLFs}h*Im1;w`)WmIK7w2~uycd(
zqQ^CF|BhSA!ee3Icy|?AExGI@s?c~NYmEs%UA1WR{+vYbcQNMT{w=zVMeFh@Fmh8N
zK2L)fT{x`|)1Gl&+9~oGX9t3~${K@bsSbL|&^odN%7)vh(26<xf|u=YE>WyI`lu;K
z8{YWrjEA8f0f9#Xk`zc;m)^bX9obZrc9?#e8lc)-iUy6sCC}%bHJ+cP9#BqFzCTCa
zdd*-V_{1ONSYyq+9Ul4O2eX+Eh)c7SW0HaLFYbg@i%R)Ef7hYcTB1*^_T0U!^xZ%5
z{k5lLM{*+_i>;_AFBht}UYl5f&22c<at(fARW}VESEXjN%iM<M=Qtx)CWUOZ#kl?4
zq6g{00G+amwZhhA1aVTww0CTTtsNx|W`7Os`7NrdjurjbwxM(32;W|R^ToX74)^nu
zNAEeP`3C#uhA+daCMQbEZoT#!U{;hL)PybzR)B%xB-Ip~FE&y?C!QWVRB+t?aF$`E
zKaH-HnTI^@&!I6ev4xakoN3UDLf`FbF39q9oNq(>cjJjF{S5eae$%<x4WCRou6BMr
z&u|aaJ;Cd;>>7Kd$-`{?6YaB}HhAR82~VS)g$|y~ow$kHk->va(iLU6@dU6QF-sXT
zo)C+%<#$Bmr8y31^mQP8-f+6+i7S|Ce7o5m%|_*L9!F^8KtQcAM-?xhlIv4%akTCd
z8&p<q!I+42x&Hl5;S9S((Ad}P)fUh(F%m|e$~8Qn+B}m=`bNLN#{n9EKGD~WH4$eN
z9_D^<s5Z$R5IzGb?QQ>gV_J-AXT5Dphh(IWP_Y6_sp{z=&9ZlqzDJ?AUt}mg*8BZ^
z|G9q3Bgf?*kR}FmN<PP9q|4AHE}UC~N;y;3Pu&XmX}qI$-`9FDm;;lXYr#`PPc*g4
z%;46NEq}`!m*z+}af&$s6C=OWu3kFLN^Q+i)$8}gK_C{jim(da(ubcs(q=}fNMg=`
z0ring>xll$1FeUL${d??XKd-iOg$e)lN1}TA4FBsIMNXtwWe4)Dfti>*9hRX-j>b^
z@~!m*in~2spUg2pn@=~}B5qx9Ngn8xX=TJHss(2B54&X>R~ECZ31-8)#1&jFT)IS<
zKg>-BxV@15uaUk{>hm99&7}F?g1Nc%WX@D}gs9s|_})x%dxzv;_IV`P9LP~0h%XmD
zwf`bl<4NhfenT@N#5G9*<Ym$@gr`35Z_F6-{tv*1kj2sO>jSCB7bKoW9=UZad3teb
zHuEGS^$W;tvhZ*qjw;j<D?pUmuw*t(>owgt{7}Q1&LNhS=;{`%FtBD5asa?kj_}DF
zv#}H~86;q_Xv*IEg=}f_f!JiGioR|CYb+54y|=RWpy2Fp4^ijRACp=+A-)Lg(q9sy
z`x#%%^&wlnR4s~wZ7CkWY&h}ZNA;(7$5WsM)>{JKBNhwhud94`n`+3nc<$4oEGtff
z1PVUY#D;pTSjHZD-`oE&e=_`pQbo*Anp@AA97$3+S`I>hP~D<%M3W<oWoKD)ouSjV
zw902-HA~dC9TP6OMsF%3(jM-YEu#;|5zv<R8U>bKK_*bHQEC=Vx9e!fY_`u7->}}g
zx3t|f8-ZHRKWtTi^iGh~G#$B;H}VC2#i}8@+%^0VfBEMZ7m6@l0g|*dM-firgyW_J
zGN6pRmOFS2WkYmR>d`~o*hHNwPhx^|3sqXdAe{ZNzYc~(zL;ZA%UrO^iJN}^yzeTZ
z&OfSdbGsESw6><Bz>R>vw&wE2k@SARu7fYVkb|QwYKJF_T>32M84XT|BJ_*Qj>n43
z(|d(mqs|2^oK(*~Dm{$;k&PzcSpXiMCqRl~;g^T*qj6pW@N-!AB(k35gpg*)?@Da4
z=7BUs&C0pnt?&`SE5_^H@py3)B*K$gCd>c0opMNiOV0AOJKYZ#yBl3<6*+U^YS-QK
zGm}U!YZ+N=_%R5l;MHwI*HxvbOMjopI&N0fxNR8T9x}^e|Ad?1u@OAXcgyeTY4i1F
z>}oGJy6LgH_h$dp^o@v%jW;sYt+~8+S;GhAav$0;T|?zndOO5!U}CHpo%IOWQ6%ka
zcNzcLNvbu4kSo%}7Si$&915M4j|=U)=S?C0d#QNz?#beWB#h+EmaKJ|LBJ$rzwUD|
zS{57gqoy3m;7mfSLfy7*B)`d0+)dY1tRgj5jXuzW4|`nViv(nI3DTM=U)N*e7qf@h
z)+|~Ryhrv#BLQYe3;l#s$cpmcZEBDl4}_^gS;e_jTy(0YuyXzozZHLhqppE0f7>m_
zSNTMXzO63?_BJK^$}0g4qP=<^UXRuyur4N~WoAq_KTP70K$!3JL35<^8M|w)hFQk<
z!+Qw5`Y}=29UJmtL5v-8+tbf~`tH65KV+=X*?_9`e|7c2M`xOtgX#FsvKE}46-|MM
zLJkSp%EF!`G4h9vJ_A(^WJ{>ZtxN=TGtN9H9=-ak<b0q~_g3$Ft{K4Yi>d^t+LF}8
znd}1agB?s%5x3dz)_~cZ=ARcM@79%*hYp&&2Q?UCCK7N=x}wl44HiVobj*yNhcY3?
zZD-UZhKH%VIwn$@`{hg$%|4`{NL<QxarFstC0*b?=eM#GYs9+HnAEeJKv-sO^7wEO
zu0k|4Pb55^sxcmL?|qNQ!<>Wi5CX$G!{GaepB^qR+6<<jpGyAwwfN-TS)$QH4DFHD
zQMGyua4`FXxW%8-2%Kxd=^;lAbsY~P(J;x+tn+oa!zWw4{Tx%S9x(OBy|Y1U8&-B+
z@Z;Iu!&tQAUN}^Pmva~L@qNJhB)B(6M~}4R6Eo9*xy`h7=1nN|<f#h(7UzD1iK8Pl
zFhBU{kw0@PMEcJex@Coy%DZc&G(mmI6DB?ydbIjruT#sep9tCqvo@Nb-r>R-`mM)Z
zw|>32_UDYqnvH;T(&F$V$hFhgWec!szDl<5`|~xv4aH-cLVs|X5Y}xs$>9^?l^jev
zw*H{J>TCT=Jjc*J(eAu!hxpo66CJlEJ?SE)0>iWFR(YlsJ>QM*y(GO}idef@pJ?}9
zM<^m8wJfwu0%!2KXF4&VM9AK8nuEW<tE=Rnu&}PU9rXp=H@RnR{Dix}P#U9%w|CH5
zSgxRDObo~XbD(frkaIXSOi$%?ak9CB@vFP`qA2?j9>N<HNzpC+q7<m3FsKlqFng+F
z`tgmwIUK|G^}G3|-G+x>{k|PY^RBE64jF%SOre07h<7<I*W||Bd6e5)KdFN;J3x2^
zTGMf2g4<tqo&MGqUEYS|mChc+)y|`{w$BM!R0ccnvvQ6#GtZ%M0Rf|0(PnBdS#GHa
zI;-@)cN)1>S%?M~Pq=gVukc!@GBJTv7MRPiF(i*{(7cP`tLVU?kyd{kaUJPOq+;!Z
zj`rovaBJ0xvLz#Ta>R{jslKxOhe~C6Ie|!97aB*MBSO~!pq(Yl;IPs_h>%_1$zL^J
zcJ$UiZN^QVv%6KLc=i1D&(gOZ+lJQn-$?fT?pd=t`&%n{DYUQA+HHO0yi`A;0_HHh
z$*X3|DYCZL7U$-P*=WE1L-Sb^hi0$tmapfPHM$#fyWtz$kfcH5Yq`f~+h*3^u>bNs
zzcr9^7iZ1<vGQ{5-1!{G{bZ}PN2@kjHZF;m@GsWV)TdtNB@a}UdBBtZ13;vTEHAmM
zGxz@08HQzkeC^<?7QRe!awLH(!6INzk#?KukPK@MP!gZCS*29*uljSl#0fxe;Od|i
z(f9Sla77Ul&D)OUxWMUWFQfwi${#4EA<h*hP>O=9&|=Gr+4I6{$8}z`C4Twx$oPTR
zj%3c>(R<qyomU;*VFk9_YsPyt%VE;R`Ksl*55i#@IM<<EQiO3g{8UC)3#V(AwY@k{
zj4r#y?DgJ$SpL=_{2u7D^*Um|=!7%l^oB0G!^6>jvP2i@OWfWoJ-+|mqEZ&G<?raO
z_teW#YR&bOi^it7<5!=haMJb!%qq(cY0U}9fos^BqFn)2X2e+Wgjh+s08cV#3L(9H
zGDg|*+(n{xmA!CTzjl}-##cJkp^67%8Kb0EbGIJXg>yuPr=}1@^N6>4%TjI^t9-sW
z$(oUC)E?<soCR+6e?8vJ|J{7!U}AxMXC9I)+x0!s%TZTz{nOG;lkO<0mB_L&TkHHm
zbfQ13Gt(U+6c&yo47=8!n2t%@`42F8%j1F5;?!HC-rr}Yc~|X;lTPH8_1X+%TP??m
zm1UPPHEMfU#d}Z^gJYg|z}o0&65PJ|vaEj`bAIm^EDK(<ly#1_U;5movvES)(N_Hx
z%+{r+j^wASZqq}0IvLVd$Z@ez_iuw&3|ri5Q5NYO>Hcn9e#?GBELD^B*7ZYZ-R~+p
zV0mBA3i-8OgBpowmj^wve)IWlE(QF#4IwvG*D(vLJ1!3X;EU~u1n4^R*@1m`W}P3*
znOE61)NVDj#po;?c~-Td(ysViv+Zd9Jnr$&W^rBQcdiI3BQ(Dz0#sQ|=a92Nc@9`i
zcpom$9_`wI|K=okA^zj+Wi-Mr!-}0pQY($ta?4L3Ej7{9B9D`#F;OsU8%w=y>l{6d
zSbzl!6RUKmt)Zvw%<CEFSwXD!e7?|zpmaad5T52W>u#g))7&`iettP`U#<^*I15vD
z-_gs}Y=v1_X5E?{mN2Yz#CXogmbe4o?fr70WFL;H-Adjmz$WdyAAhRDE;}o)%07O4
z%1EuZ;sDN6x?Z;CB%h9FTio*`lv0;HFTH-Wc2oy=$zQyuI9`nrIB^vttI<fP<9g_x
zUiWBGsXeXl-RgS|8<JQtEJT#igmW|zqjWYYBlHmxFU^bfkqPB=9QDeP>l8id13*Zw
z$J6kV`MKRYFyU+06prnQ+ACu>AucZ)?V{s`P-uZ(FVI=x6r3bi)@bn0QQZ8B>5R!t
zOys?iI_~6mMWRgwCHw5cb@A3<^R(6B&u=XnA0CgCs|JHP7ZP$qJ<QCbOt)4y^wN&r
zJ?|qV`E5lRDF%OC5|$Ezrci14S-9n!pk@JgeeGDQf|KkMyYwavm!`;|Opq`1xwhPF
zD07lfIDLC&DLVGa-M*s|0{71COKb^7R4;|zYPo8#lzZ~bX}h!Eg;J9oG2Z9^GNdw<
zSQTBop3hP>joNQLbpO`VHN!F(J}0?y!zaTjz7bf!dn#n!;~-rxf}-{j>ski>3ARZU
z^6*vJ_!KEStNZm3(|v*;q5h<DNXQI8+=ytsu2m8(cRxhjzdG4!f{_Bobq-2?2WqbO
z|Fx`syV@Z-{;a{zL(%&~Xo&ISHoo-m7xJ9Vn9bPjE0@KzGN;P$hZ_*zZn<(8^tFJI
zta&_}OF#z^8&vh*m*4Sz-1x%j#_c~B$~!D}nqP@va$Q$RA8vdyX~SA34drQMVZw*j
zX32;wWg!vYnn0g_l0_-%4{tsFa-nLg;`hy09(9HicgZJ@VQ(pCF75A1Tto(cpPTl2
zjo?_f4qEgbZk(i8=QCjmV_6t)_JJnRZmnR~{Q0f0UFLzp&V?BP3HZsv&U(W`iQDlK
z57fL1ahY;u%1PN1B03m);B=~7bolx@mae;!I60OxXT7_^|7f^8{k25B*x(<Pqr=SC
zN5suj%0D89OaBb4lxV6qF;d~`2ua|`is^zBTZml1yWvH#sJD`aSZ=V@ZjMkDCnVvP
zsgv5+b`8<ar~jtE))m<iif)D9D~p!zLTKA&Zr^|MQ2e<z3X?+$XPiA|9GdCwqbO&F
zSknj!1on@x+2AZ2l9M++&&HU<R8q3&DZ7ljA^20igE<hRqnu*Fqr`X3jVu5$t#ghm
zY7*Oe7YTL#`EF}VRUJh&uk?TQ(mR=taxUnOPV_@rZT>FwOj!H7(IqM36#7)v?$Xi@
z*ZilZX8x2t;<(M!!fdkZYrJ52Kv5J=+OQkT-9MkrM@}uhASSpU2>W^MM}|qgaFMZ+
z>gb0whG?qq+&!H~+*P-R0tY)CWnF}CRcwz}1<zGaz3fP?v0Xh|4(C0@@Gzs5DWA15
z%SKqnA+219gt`zpgz&{5EJ*Lg`FKD5y)%!8z5{b|k6e%Xmw!V}Wlm!`qz$3rASiSk
zx_^I;kwoUxPtx(#(j*}0sip-;p@Gx?0aBXsz9(ZJ=)2XSxYy~0IZ0j;RlymeTP*(%
zqQx#AL|9OxFc;@kF-jK@aaOa=%`I74l4*Rv;<*kM-1_P@rh58M)NfGWdKu?1&Kpn+
zMwHWXTs8|;b!E{<x0X-Ic{sxUN#>c9Y{CkzDBjJ#|Cel~kXill%QV#zQ)Zo8+(^q2
zR5qzQ<l7)|<&M?0N)GDh>KnVuw&>sOUt;!)@hoS)7kNkh`kT`<e75|?zdf7DZj^Am
zS*D4hv*iu!VNLt{qJPJE^32YqrhPh8U2yjOj~}rke2j(9<Cc!{S)m(O-0yboeUy$8
zyGV=<TI!fZ3|#+IE~a#n%J<|#`oe6panzfhaZ3vh!=-4n<NEjXPvT91!S9}=P}FiV
z3*Wa%^S507+Vtn@C!mDYi9;bqw?0auYFyJ+M%>u3w&7Y>g3%iE>&rF`@G)QV+s#E4
z&-Bm?a-==7#!_Dy<sA9r$4l-cb~lif8a5aK;mvJ~4>_I^jAlhi`Vnl9`u8R6Ro0uo
z`>-{wcv6k>3k5x+8B+jTDtD&+n>+9^Xt4=Y49!N@xDsW2$44x2+;}E|PHL2*=q9qH
z5EI29|LGHrrXr@wCI>KaX9}o6v7iSosfHtvIO%lOXHKAoYCr6(SD)V~(K0yIacxtV
z6NK|2iQ_BKWkg9Gml__I3o=moR++=RpG;5y!=I7AE`D@=xe@Z~@!qY}?IENCw%R10
zp1ey$!r{mMUJSJI4Xr4xKoWJmg-yk{zmredJvssAYqc)%v$~<uOF?nrcWe`iJ~V#W
zL|a*aTu-4!?9%B;U+wuaANZ?0ehAbLX5)hU`L_pkgkLocu=SrrUb|LhZ*Xyb^2N#x
zl`8RmW##9d*JZX=7{35=1wD&tZVi{KEWCjZKETleW(|<OA{cw#e>vz+@!DwJVhTkG
zK_q6+my(B*K>2i+^cE5)wu3Rpm~HXVL|>wc=NXu#*z;_F!FVbPFZeo%YU!kYE)|$e
zHg9NFzpAd){b7KBD`a!C@uM}rth5#`wmZu_?JMNi!6@&<mc@S9K|E7a^GS0ZrJ(7p
zHxTqFS;6ITkQn6`g{H6y^*xe1RG=#iA=xx7(kobr0wJbi)RIdr1n55H)Q2zm>?DH8
z;j|8>KQ@x52qCD|7zw2D(Ux6!O`tvnYF>kd?AKaWGP`zxT;7TyeVDlSIvpOWj&tBj
zb`{TtBlJIBV-X-HUL{tYty+n{c)jtYlcNN6%9aQs$Lrv*01A&;5sa6IeB@=L#HFS;
z*Hzw^D;e9<(*ol)pFq?Pn^1hgftW6P5I;Vc6A`7dNORqK<#5K38&*1;_ETC}#r1J;
zD*;$rgl2kO2ni}7PMcZuYCuYHJ!wR(oFNFQ-0OBeb%T$BiZDDM<!00#w=*{1yE5c9
zF{p9a{Qg9EtB1=};R`B!-@>{)zuO%3!uIM?wIrrI?FWRlj;aN<Cnv-fql--Z04Em$
zo*C~^)V1J32skVgN6IPh#=>OYW`KEcU?h$QDy^ZB@KYID5m%j{?)W4ha<ZVP`qL60
zBK^LJ|LNe<`rP9&Ti+F)K!2HYO1C9fjgo}ozPS^-)$QpO`eo7`{|;^cxCROvTe$K@
z(JPfu+qpRsw)3RjREE?y2|V4}K!3JggCpiP6!ruT|I_p_6wdRyYbC3rZ7PFvw1Tsc
z);rdhipZs|M11y!>eeSX^C$Y!!d#avLOyO4+nfg-;r}`?B5rvzY&`iUaW(Kxifjqs
zjtVt6yt8aei-&<bz<T0BL6E7&ggppb(>)axRpMe^G`95~aN+~GOP^|)n?JXR(A@aM
zFOGeHbeqeC*85f?8L_TQNI<$QFkUVC^n}Ro2xS`Gm+cBaP<|W8T?i0%U!XRw`aY>k
z=4z(!Iq)C>cjw%&D3x2X8u1lee#m&P{s<ecN;Ekn<5t=F?v-Z65NIUla6i<o9l|P)
zibefV6@x*9(-oC&s8AN`<FJe7a(SpR*Q5EIu2!P&mC2Ri`--uV`8lFbONyG1?;BY|
zSi$3`SMaL8dsQZn1I0%Kh+>=mDt%!w*9|Qa<&ECh7^7mIepGK@UD%BfqF*t2fCzpA
z;HX@>?}Jzc5{P5=D$bHSs&%_#1Zrtju^*UsnWNl@GNquRJ=3*>bFEyZC<@{%I@R=5
zieUOT|0=FF9r*trQ^0Q}ZBMVRo1!~E->HFApp)F>?NM!0pp9hikRbA>0Fsel?F`T!
zYGUKCeBspaj)b!}z038=08#GwL!|b=FOtOU4(j~8)W`Fp{fi;t&~E82EZ@AcrFCDF
zveqSr0et81&Hj-*%|Q&QD;7-faC`aJVidB9iYE`$b!K>RsT!($8ZzWRa?h^cn~9?!
zh@{*RS{{#S?@2?6fqt)5M>8um(o}A9ZOLW5AklM$W?A~qyxyf$*_a6rONeN<y_G|-
zss7w!AeM5JW0DAgcck$K!eu@Pxn(~B2+wc1_rmp!Dj|9XDKPmn^@&<G)dPy-7AdM)
zdQ7V9URtC+XjHrUYo!C~(F+@ecar*cK9_W0osMv2FKnoZItC&)$7oUSlYkX<p1XH#
za?+v~GXS^)3EGN+2~5UJwM=Did^VtJ;J}Avb#PIM$_SB{KKvCl(PyBqCn#`5tw-Ok
zfAzG@LjMOSQIfmis108pQ>Jy1pyF2<*?Xa1gR3NS(pN)XyRyW&85LqVEN4U*Yuht1
z(dRxE)EOTNOMd_5hXiVxOE?1;CgdGFeRy?M_jEU|`_RgBu3J6`pk~2R`T`q)y)lz&
zf>(X$dbh&hMMWj~&ZOTAOX4-x(4gd!b97#BSawJKYVXZ-TVP@ws66<;(*?S+{4c$i
zlXppYRvl0rWPiVj1ub(myKcd>g3<Pf;yH*G8W+6AP=7hfyx8yHquAJJ_rV-o;mlu@
z|2r?ehAb5;jYq(r`wZ)5X&2%7wTQ&65vGeJ#Q}U=@}=+3vik!$xQL2fi<J?dRwJeZ
ze8{=5WLv^#YRcNyaxA}*2F9%-OtRV~pUgMycT4_TS33x0IVtlX?8CvEWT}VRcv@i_
z71JWNGGUDf*M+kXxLk!=i#}_5?H&(~REL14sJ}rRs`;L=eC77bW5x0ASKr@I8Olq3
zZH>#(0y*P-H6GX&gOydkjl7=kO*J&jQweV5;6aD2M3}UxN6En@7Wa4elL=39w;C@t
zF}nPm2=WMY?)9UCP3c9))j({GTo!+2DXIQ)7WO_#SP=(DXnFRJwdqo|Kvv-|bM!X`
ztiSv`yaLspY8Cixek#Nv*E>}**bHlGM#Hzo(R@}NH|PC$VtJ~i?7Tc#S|{3QtlU*`
zg8ppv-~vb`5p0SWYRZw=<c$TKiVdSh&0e=mp^C3@wX<Fum9E6t>gU1hFws=2=;yDz
z&`is0qCI&vJckwf^x?@9vd~OdBw|$yNovq?iIntV<95@c6SPc&(1+^j(tth|uLxJ&
z#PasbCXmF#vK&zSr~;|-t-cbdGliWap9tS{Nh?Dr(m4Ycl6BS9{C$sk575V)DOgVs
znIuH^(fb828z|5y%G0tsb#b0A<ta4%?ZU~cDf)Me7SmPSmQ`JEhN0fgm-B83A4rOu
zdXDZpKk%7Nx2Z52H(_U^=IDubA*01^E2SG3=l+pLefuY8CN$WYeBVypj=A&&=tBFV
zK0E|$Bhujk0zT3TuQ3e<#4;;lZZRpe+6Q;8A<G1=<<jJ!rtgLF;crLY#8h2b-&iRb
zZkIOT?M^I_H{RG=;<PC7NQ;rmQNLrkTIIiJ5sBlHpP+Zgg8Kyg%+k#H1_D1uPPS=b
z$~XZ-eq+SzSVpN9JN3uqExvcMKndZBqIo~!&`evI-e~?@H-CH65+pUY#1t!}>BYz~
zbZ+&eNnZ0M+BDAgM?^L!&o~1-jR}@87C<h(<QPMKjwX(oA7#8Zk8<%k{G;TY@~fb;
z?x|2VzxTznQ9o|Dh{?Zy{8-?3tm5pqmB-3lkCw(r4oV6mS2%2PzR}qmtBku;V-osC
z_v8(?)>NDmp*EFCkut@}=5l3IBBeAFC!#a;cei-3!Xdl2ece(p?Wym|tx*Th+ruii
zzbhTmx_EbH++sJIx554F*Lj%M!ttIsAmDP4^K64NV&btEjKkpkr3%mT@^2eZp1tL|
zJ4K2O#PChqS7*!)bwVNd%;;N-uOcE{2)s@?89n5*9$Km61|5pWn&5&>U57HC+xzFh
z!7gBzp)nyEv07mc?g??@W2CnR)rs>abv+Xf@vEJD_uCcqPQkzg;+!`w7^?847-biG
zjnkTnxWF&PK{%|q$T-LtU`1{|NqP>t=TZIR2SsI*y?<u3)1FA$6`5IxU)EoGc2eaj
z_cAgOyO41K6URSWezxI+Kpc9Dui?+35(p7%81%jUkHD4(=<)n041v>xGphW?TYws}
zp$eIx`Z$3j>dH7xH>NK5s-JQ$bwL6)te}{<9n}+eB;-j#z_a1b1(gah{FxU|1HMsE
z4|d4$`J_o*A8;2`exY~>*72;+-~HVb(Hl62*KBIn7C(7l>Qa4Y<y8xVqhPsvP0Uiu
zVq7X!(upRF(6B#}-XcmC%#gUW>oQ~}WS+E}MmW(<d*?ICT$1djmzF|msp|-3EI{Tp
zFkMkFV$e5`O>fax=@SpWt`PkSJ2gk6v2jq$ko6Qd%hs#rS$b1<jXZAoQaivw%}b8d
z$2RcwYSa`l5ovS5iGV}oK3{=m{1I90)($<o?{V~s+&db!W%j$goa*nScpJHKe{+Ey
zSIz$byoc@>Uwl}U`pEy~rASk?6GqGm$xZxTO~Tt`Vv7v-3pnz{gEKDw0d6qmBp#%3
z6}*hRe=n!+yi+@?4G|LX84+FpV-Zt#bn=CH${T8CZv68r`#XdG3%m1E`q$4l{{ebC
zntokqywe##^NerP(y|h^3r?(Y|EcEMBXdJ!J?}VTZp`wER#n(VxD!lJ>)T9k>eAs9
zT0XnX9hN%iqViLnyM6iwGY!MxAZM7CvE<E$1FUmU8DqGj%C5eWl9vZ7M<%~rC>$07
zMyBoJd9(arSa-cP@6;xa`}2VC`YHO@1%PS(mJc4iWlGE+`6?G!fC+Rcq9sry5X#ip
zYG;5#F5nRn5Z2w%Np7;qLEl<+$LDj3JC`GaOumL(ydX!UOSvgSdU<mAeU#%*j<FGA
zWgEW%(CN~00hxV^o+&O%HaaGLxDz8mY-C}4oPBtRFe+B`&&1fJQQNbRxepKo(3$V?
zAE1iFP2~i6`H6<0rlXD*ya(v}@YQ5|%)UI}_I?3eX-1)bcD;zCIhQl8K5heXZ`2j8
zmPO27AC0=;;d=1*JCeiH237|V&8brL#bDlz>nNVn2`DY-to8@v`|ZW4Ki2%L&C2jO
z$3rIuNPQ(ZGu+F1sbWl`#vC+HA0U^AC$Xipgv=(%IU<$cfuLdsm!X?(p`ztIuVCLh
zUKoE?G4gn~e~U9sUq#YP#0DS0&!uCW@N<7!Ql7&k^UlA1(lTS;|A9|FR&JBsziYeT
z_73zILY2Z-z;vJstvqk$1eTKo&#CHIg{r>&@?ZiQ+}9BL`^NP!iY5oDtA&h?b-4Ry
zkZ<7rH9MZ>>eHPB=M%XJYhP}NcJKT+15y#n%CeA_reIjC1gYA#+-1sY7v6Zk#O2lF
z_S<~-@)GR-JXIR)_%3dVUfl~dxR8{*7?pA5v&QlVheV^(Z3$WwI@{J_ssweVtjzRw
zPhZ1Y#f{0~Tu!<fgvQn~MOd}ErgG^$*-?rSjbT%}?nirbQI%``29N0+A62AfLuBZc
z(q%(N3k;Odq-G-!OcJc-zulY@m+>0+kd}eWofFS8z&gEuZEq#k6j**jWb3Pfz44$7
zP;lzeSf9?GTcdlBt_-^(M+=8^fe#YXv!mYr>i6UmE5DU&@Rew#tQ?;)M_-v<M~W$F
z41r9BAZq~5)VdB(!rpuM5fj1d>N80_#tf%VI&DR`4dPt<v=~&azoaKR_ONUY+8Mxu
zwuuKA0Qh@BuCHs2mT#*-$}UHABprM=diS?DwY2Z3c&}j~jp(bvS}*KxidM>ipPQ?@
z{`1mOZ`;hgGBV12{`ajtQ|a^#rT$WL%5O!K+im_u3Md6i0c93kk-upQ6t^&0{dl*N
zd!kw>orF?UPRN-svQnm$CuhBWra1p=W3biJ6DsQJu4o;(@s5!A5Y%7BHdVXorOZ3_
zIQVex36UHghVv=OO}#@Y>-PTLA*Yf$lfGH3sLa<Mac^H7;v(==QdB~-DwN-N+_L0?
zWkR2}#y+z1Y?X-wUbKI>kfOqpASc3NSrrfkUQozOzf?1!%z|i=WN~DK%+DFqNO4Om
zm3|@qyY~M99+ofL73}rVeVmA_y+mK$mzBC_;=83)A=QD_%r234-B11lByL`MrpmP!
zl(@d0gz6a2yi@E75pWS|^##_uB@@KXYF#!2CUU{dBfC~aq8h)B$Q`N1bkWD;`EJ>G
zKawMwd_T08<2UD^4Q~QKZrg=>p^0V2J{sAfxT2T$OAe|Jhj9lcwykt|uJT^J2XQpw
zYf^lO>+7Ws4nQk8v%Mq6xj`GI=v(o2|J`n9)&K$Zhx{ERQ1bdEytm8~JRkTsc<ZA3
z{XeSG&XB@{m#R<CBt871usDo;(;mP7RGHYNRetSv-|YW!bQXS1w{IIBB`LxfB_IPg
zWFsU*1XMaUdK=wc(kVzc7&t~ZY{2MLN<u)T8v#K=KpIp^5T19x_dnP^+r9hR^*zty
zh&w17k<31;VX9&awi5pHrCuZak$$gR>bYarb=pyTlW(-(GqOXc_wtjov01tSvRh*Z
zUpH86xdS&Xn7!<@6A3kJG7t0luHSb+HEYuu{RD4aLY0?1-|&>=R%q_8_b$5A8$9CQ
zz5`}nTL|j4Dc2ZfDEl<T^^{*TD)iJxw<*3$++)APRyFh>jealm`2$~)d()5;m7>-a
z!xkR$n*UK4OeZP0IEK{9#+Bb}F&lbm{ZZ}ljQQ8%KcwPO6^QAxk<&d-i$nVDhj$H>
zA7Y=8%4q_{TGRLjN2rns4Vo)O@ve5a?5D2csSpXZO`AKEjDgdaEovqBna0wuqa|qC
z2UCekrW<IcG+;5}MQf6>REdrX;G1IiUrN*M6Y}73)CyOM4nAMI<jlu;q;K3|xKvIH
z8~caKBsz#WXdIHEJ(A#I^eW~ec1!}(=;8wGuL9nTK5GrrvCF=%<VS8@v$c(@&zu@D
zkJk^lGl(TMcouBjZ@d?-$w3=Ut~9vT9Zf-ukV@k~)@;nSFH;FFnM_QxGbU$|de+~_
zke8)*x|A+WwA3^JuGAp>ww3ek=aA04#>9!xpHzJgWSLhpzUFwK0ho3h@Q{G&W_#EX
z!p9XXMimgC$V#c<Pj+FPJUmddZ4w}f<;iqV2%Lf|+_4MW`l1G%+zyXnaktc$dxb36
z9hJF&jq5$Q@9P=+=Dvu<$^#;KuZ6Mv#I@0DGf3z$D(|^*a>C?sZJ8e+k;M_r;w2|R
z0*d|E;G#TvGd18aP0$kV3y{F+WXPaE!vN`DvY){jI#Ck1mbGu4r;jZqZh~GJTcvo{
zR8hz79o{CF<m0x<IV6fZk+n^mhw?c4HJH%lDD&G!DQFhk8k3Vw7genr^O*67mAM7K
zBy=<@c8G-lE;j#|HHv#@WnVweb80PoSIYPqp&ep!pa78%I<xo|^yB=)LmnlfGqLuq
zu7s`91l%?X)6{7eBIA<|6Mf-M?w8Va`4QmS>@XTF;LxFKnfd#M>I9Pgo@#U#SHwS=
zCiiv!AFrng5)P~Md1C2`YM~L1WOCw<-9zv9i)B5SNzx$EL4u801u3gs@jJjmkJL)3
z+TJ>`^(j3jG=FBf_{iLlPv2qM`SRk~D+RyOu%@P}YVr2_;vD8ORC6EH{2G~ZtfpGe
zaRqHUm6adeGGGc(41=agj)Qvx8Cn40_3|`e&j+UbOig-Px^V}HB-{9+7q{w2GT9xS
zty2i|WUhy)M4_Q|kcHCkIE@E0X_E(c24Usv&rV-EdQ&;V>7oAtzJKjGIX`-1nT)iK
z;;@VZABQ`qBIuUZ47C^$0d2<j)$W#JBcW)P5|hQ0L$5P-n^4g`N_)nFIz4PtnJ59#
zu=vnuCaLDL(v6Rg=fueY{*`G1o>RJs9n>tw-gzp|*7HVsxp-b2+^zjeX)4=MDKmJ;
zhMxH`_5FjCP??&2A*oE61`}4|V50SxUAj9D5Ca3Lq8ol5k2Uil%o{Z6iKg+l0`E*b
z)*1G^<D(-Y4x`ip^W+{#-{H;G_*5EIW_A?vKE8KqxrU(>GB!nP`1Mn)uA%46oF}^z
z*b5u|d*V8_7yw*B2A!p&ahs{%5S$Yq5VSnyw~fMLEAV(`F9$qVl&Hd;shm5H?S_EA
z=Bw0fb!-Afd5vx@AAa}&_KOQnpi+s6<E+`}Z?gNfAS~Nc7wtE94h&<}j*c^XP#>J@
z*QScZHXBgu_zaiHM9X4nC;_3l1E<=PgJg=5!K#P{mr^ird7D-pPr+NhrDj@y^T+Q_
z8IzpFD~&r!$pyRt`R8ABHGVq4D7nI=2L1y~Bo_o7ybAv9{XoDVBalIL%2uc?c1zVS
zDO;bnZ&-dGNcO|))Gg;)baPjyA=n#kAi}FIww?8h!PX_mX#S!7YPq7ilQ;qf#^?-I
ze=?Db`a;M2bxKyLBZjCNjpcP~ciC9xG10WJdS!d!FCicra4*T0x2=xUajU>$O_SJ~
zS{szYvl7T8X}&*Rm~BvdEok%h&AhiBM2D}h(sf#l-PbAj@O7=1XtsaWWNYYcLf_Zu
zlfa4j1_8UI;@nmi@tsPoELGVeIu>|3ma^#!YD7vHe_Cu>S{2ZRuH%+t=&oCkHHRl<
z=NrITM9o_@l$b?eWKjzB#xt7MC6$@K-(&LFi?$r8)Ky|1Oy+<0>t~ZJ(;{;-?*^Ps
zs~vPV=IJ`Fg+40#xIw6p6hXEDi;Ew&Qw)=Jrq4b_ew*U#V*dX7mu1{rb3&{Lnn}s{
z(n*lYVs*f~)t4*Aj>G*y&15^MgkbN;=SxVY<~iWfs__uEe9ZaAKke1DrZJ%^PaEp$
zxe828>+vmb6eOqW0lS*96mjsHgt{LWP;aRlUESU;GroGT&136aCz|AUujKqI@<RQk
zLG|w`n-)<jghk?4UE|@-(fqd#U>I_c48!!-qkK1DTXO7s*UxaZoyZI!P)RmE)mvXg
zG$$3u3O#P2T6E!H4XWlIw5@R2$}VQaAkCXuZ;06VjMRy8V*w(E;q_L3Wk_Po@Fpoo
z-pR1`?X9N+7RCnrSfbRDZBfveY0E3f$r{#);ckVnXj=hGuaKatAZ)@ydDc*7W=Rj<
zPZVc>8;Zq@rry8Eyo81I=+=eL7kjY0Iet@;$9JiE{PR}X$I{B%yA_o;`-5ScFDKC=
z9BG#HGoNn7+k|pHvb<{`<-2b4L`qlJRcszrzM<K_1GgWmsTBA(#p2;^)om!3RHL$u
z%w&bz4}5Yqok`mO0{Gw>YZ<(U&^`0B!+D{qvBpEi&dEH)amoJO@kMFE2d!hbsuz;C
zw?}T*A<csW5By6*rQB83*qTI)-|=V~oe3K@GHPT!EzVE!YkP3@`&nVQT3B;uH?OTn
zyX-B=%9{G?p**DR6=-h){<?s6OMrfS(T)Ns<RUa3e1Ebt7JVE@$OC5SKaI;{ZETZ#
zwJKS;)wd_x?9UNuU?6<Bak*c8t>vV7Arkw8NA8mD<SlyEbqiAZ;&t)Gdezn`+2q1s
zA0mPCx2(u)8mlPTcoiB{*(Zlqjy--4*m}x^h!@nX+>UjyPidRfW8@IMIej?iRN2+^
z{+n-AP5M=VtoFn|`MuR-J5bA+5wPujKl`ickzQ|ZC9N!FV2^;V4lL4eVx_@tr`|Mp
zn<gjjtpV&ou@ZDRW1JLiKwKqV+&vB2zP0ynx3{vwPCa7wepP;9o0}1;UbeHLTz@rG
zd<!!$w1*`O<r+-+4<mQ9h%60B&w+2n@c*QAWWHL>_f~N$1NygQe_lTJZ=cZDl;qed
zh2Aawpm&lO!L5c>gQ;JR(O2kDOx{NLpS!E_go6G~ujMzyy~}UN@-5#XXy>GU{k&jQ
zqub<U*tEpF>r{K^UE9~KL)Bk{VHqnN(z?OD+tkRT(N}(rbVcR8kTt&`Ck;1o1ZK#P
z#UybxW}IXY7GeEUHl@2aeBqk6H4u*=lW<;@tb6oiiPh2vNYq2mM?71Oq2}TdUMbUl
z@2>w)3rm0s4wcL&Or9bjq-ET#v>(;_lP=g0U6&+Ay^P`8hm{^Wy>1<t<Id;C0<Nh6
zRO<5p2@M7i#rMU&&{cf=e5di^IR#j(<G##I{`QAz+*wKK@z^Z4{g?e4no$Nq^_)te
zG+>&xk7_p(MAZ8Ez|T}$QDdJ#9Q!?Zvjt!b`Ihp~>(@;9&yrjJ>?!s__@w=Qimvi0
zl$W<q3rRxAIQ_2d`N(LsW@2Nh;fhocE+#r<bGbO14*ff?bytIMtr?%t@cNcz&HEO3
zSym0C&#B6?_$ff9h78QZ8D;K32@wO_thk`o$WqkYOQ59|q=WP2vJaC%nAXEPZhs#$
zd|mGwXQ0v)E6F;5QmtB56xcKNx#|A<v$30?hBk&k*#II@Y_SLkbs(6Hs>jit>{Y_C
z(UY_rd%}lx9cw?Ae}~5Fq@81t*g|Dt_$Bp}o-&KaZdh#B`kdeQMtoP}y^;@%6)Dic
z9jBVG=8Jc|KeLidcb(lTjy#&7W0`C*qA0xX?!%H>Dg-CmRAs>;3sRlt+9!Dz<}+KE
zn585U@q3;s@$qDJWOLP}`l;PDvS0ygdU5NtXD6A^@*5T`Gck(wx0$t4a~9w?g?#xG
zY!P$ZSn@%<A{`YooTHzp?{}}LVLDzg{UroOmfrAK_E(e$lUT%2if4Bt>h~E^(@QQV
zCwd^5_g}G2(PYxoh!a9QIyKs_m~>qHieI7%CtfNuY9%(fBBz8SCED^Ug{MdPHj$E0
zU~4L!d`xG-@zb*6^CeRk`<ejerv%$5S49&=v)Y3pz9rP>hFI68h+?Hi%In1NcY!sc
z$tTgL&p*rFjs22gq8Y=SjO@e3B$ihqFTu<U43jBnVIr#A-$Bhsl8pCbvq7j}zbkEq
zE-F$AfyvI2D4WvKLq)JaM$+*u{*+Z<BBVuc_Nh5@=FOGqphF`B;Potj)>?-`1-DM$
zgdtvJ5ae>t0W66tA9A2f^~s^>!z68J?WGD-qsah;Q(BZM^brzrPxpKJ!U}ooQ)_E#
z!{)-RN8|jY2|Pw8zRC&y%ujU<@}OG|ysBabeovb@+?n$x4zecw97}Fla>dR1)iMw(
z%0HvwsD3Mi!*M(?-5$NBK}bC|0$tt>#ktv^8gw}x;D=kM2tdJL;#QhOyNPev48hfq
zJqnp6OhSI{<~PG=%FSmq%Q2(Vd={ZW|L(l=Y5jU%FPz55>W$y9JS#3z%5Ns?X8c7*
zH+TBi#%T|FE00IX8G73~h;3AEc!TU*J;bd~G9HkFmA4G`tk0NdMc)peXD<&PP%<Yv
zG4);4Y>5h4NIaVmhC#lrNWux)aL|s$|C-~zP9e@pJAidoE4%v*mcr5TYgP_Ah5Cw6
zMETn@k4jl;Z3w0uqggPoQQS>5;A4RfBR4@IQkt13H2W?aRm)blR?=6O4t4d}R~cJZ
zx_D~_y*S%p-EowsLQs_>o67ULiRfMiVq*F|GClLi6b%!o)r@rpoSjPe(6J+|YnlWL
z@2ZdGA0G5<2%n$DjLzEsZt|C&IXB6XeCp52O*SAigJVg%Gpd)HFf>dI8(MaJ`3Sta
z?DV?i=mddGg&GGM@K6-y2m;fX`Q1gS_<Rs3CQH+eON3G`DC$l}80}_$;Wg8`(T_^F
z4h*I15N+G2pkp61Zh%D%=z|3`c^wpX2_p&Oin_@#m9VXT)PdTwr{y8CRN?hL$t;<V
z9^0L2mhMOsUHo>i`Q>e`T3JPK11VjlU}?P=K%&o-ux6g(Q}d=GpaU3*Q)!|_b!*US
z`Ok`+B6sf8qsugRz83kV-V{&M6^Jf67fzHQSE&o3^%4ANKb+|>M5ZA)nDRwK$@odo
zKbEn@|9_=jyxl@BIKpkyK6pRk!IU{fYWDTm(XJ1Tu<|}IyEWAi<yA4M(6){q(-ZiL
zVrXZdNuZRZPq=c=ICb91DMqT@Ri6H;T;Yg9%70c@l9j+<3}YQ6M(7-=I1}~Zu$+u<
zl;jytyiKOxpr3$QLFGH_#Z+jA^_-_=m7{NjhcX3ZzY2+R!7Wue{Z?&gXrDv@S<)1;
zb`Rof_UA~ia5<bSr`l*kqSYU3;wxCmELirdBHz_`rw_((i|f&{ne|A;wHS6P5=KoD
zBhtsS)838_?Olq_ydp(~>i+{M|DvjP-Qg{k0xc2K_}}u}+S-47(X44|Bpky@uSlC7
zg)eqZ$?ZX+d>P6{dG1|;SC1_q<%Ybc=ByHLC9IadBF2YVQKdwQ83BDoRS~UN5m#Ju
z1#&#zbeuq+ddn)FH?S*;hpcY3y`9z|%$uMXl^a<Z0dfzpKD+zHE9P`^v2F3;55cdt
zCZn^<E$Ukovqp0t^J|+bKV5&8s=z@i^tI*D%^YnNOfgyXS%NlmY<#*>ZYt}AqV_Ar
z*w|Q@X#FN*>Q#JjZl7Sr<?bHhrC*p=daOV#=u-ac3b8^@#-SW@7l3pONX*6-iTJ!y
z<abme^68TfHOtb^q~Pdt#c<H?%>g|sNx~vI(=Pn+w|g5U9JY#(^sj1*w~WqjyxEa1
z>uN;r%_nA8p&E%gDSomhLqdnf2KP0+WNGOH5n0j=IpUylJ=-dh|CHaTK_G)p=nt<}
zxcx1KdYDzn&T=)k6IG5BnzG_f3Tna@XKQPGN}C6sm>$-ElSxi1)FTO-bo%2{3a&qb
zdnVL`Ll+-k9#~Py$*9WrnNIo-X4#mMRIHBB<ll=Ob~wN~P<3J0Eb*(yt<Z&Eq{*>%
z{>^FDmRLElr|#MPvP|>*`S9SaO{k`5ZCzUKkm=E$jsxgqBtK?T^$BgQ<%`Klqdj66
zc-zSEN^VPAX)D-l{5oZYRfF$_B{a@pN;b_errIZ_nW(c(1BXZpZt=&AN4LaA(*nWq
zrE<0AtaMo3ru1f>1}$2TGo^y`-0vWhy&s*|r%ZpF{x~oRAPR&xJw3GgmYNygdO)Ow
zOd-e??|&tF3Zha|X8rnhrF}p$Ks(TQac4O6df%Av(>@V35sJbfyrhPUr6?4nq#Y9k
z`Bdc%&vu(IQS`xwQDAPuHyyF-B~>~EaBhEoDD>FSeBfQH2Aym^$1fB}w;_PdDKzAC
zgVHdLb_$q+BP!gCN_HMykOT5GLA;@~bd+5?&x5(;YAF>v+xt_RhxAY&e9B0ginHQ4
z+uU;!#6-A%mXiqFfgp0Z@65bx?Up0*IfI!;5c&c4-7J94j^Paz29GBJz#S$7;qr7F
z8NdcoG2Dgx+fjFd^<f9s(;fcNJXHgcCq)Y8qy?u7RLPa|1PV#vPA&&*G<$RCKSw)i
z7`kYp=(`$<$<~$YxwA^{AC_lEWG9)RF|;mU;2AQn=8-<J)B#jfiPI4PuNRxs#?s$u
z#xex5eI1A@t$0fd1sHX>qcs&c;sIEWO|-kz0jg4maUh~j_L(Gy>`JN`-<D6mQfK}j
zyov4hnQy!E*Ht{AtN6($no?mDg}K%2n5WreLmK{^j3=bWOJVxVWY%+Rq0#@Y>%~-p
zPj&}|IhcL8tW1CZ+6eBU)TQKk;&v=f37{8yZ1#zbOqyb(Ga%VPZ^}F5Re&Q|=J~TD
zRj9JE?c%MpPgl!=G4F3Q=hC+y;+{!McNoE%`$t+2uD-uyKzJ~4QyicF11D`f*Q9PV
zH;$4f%lcH}>|L2%IHl{Jb2qD7#F}qTz&14x9M#9CEJg}5)5HWIL+QQkHp*sN`%?vM
zM^*SV_1mFz(57(;r+206F0CxsRv~m197Tsiq|2#k`0f=sK#opJk0?7d(i02zHiwMX
zWE}4dDDq{NR})%q3~2SUQ{{?FUA{7tDa}tA-NDw$xITCsx}Z{;?q#W}xi@X`a)w_6
z%=UD827Ckj%HO-3Nrf<&S<r`-gb*J(Y3@8p&6E=l`4!7-UFLbCOJM%}#Wy=rrVn9g
z(tyR1W0(!Vv5b@gHY0W57Q3MG3}In`=UDQO2KlC>@E5rzV=w6riUe$?BQZ2!LDC15
z2#FWj`TDOg<ZXzn@jt*xo%2YRuG-3AwE{w)+<d@yfOcj^OhZE^M=O1?zA1E^al|=C
z)JMSaKR|zEjuaV$+!1MH-xRfiFNX*@+4dRNqYwdJYU?kgf?o6uD4aTK!^ys6K_$9{
zpJ1m1c+BP7oy+%ns7$6aWUzF4W{xH#_R11fPA)SnLSW<MVd(RXGnyuQC;W}ya5^j9
zjv<75gnWQ>Kp@pOg;Rz>ziK*_SV4hZmF@Wn$p{`SM1-&TbZIEMj{g()LFn^fMq4|f
z_c+iRHaG4c)PM@StowtabA3xXsJIM5gsWtsen-)0prQ&AvWbzO`pA9;@vD$uShev=
z6x;W0z;GmDtZ<^B+zwuoa(9y&@cFxwEC`#0RC`8B>HA>l5+P|wCA!1_9|T!k6b<%s
z<Zp3)(;)yB0gYhX-x;4UAU$&^$a7-P{J>cJQ>o`vWDq9dH($LlZ2pNsl8ChFmJyaw
zWMM&|iU&&bJzq2!`iGwd+J&jH&TG+~V)4wGA<9CaCFO;o{Tma@)_36RH*Snxi_4@{
zUdB(-G^V(Y1E)4BOmr+qpUt!A0hdPvY||+yoHW4g0Bb8pB;~dbkap0B&)T9}2<5=p
z{jjsIj>ZuIR->g97g_2J<!oPTySxeoC&QmrSkn;<WX3hkTVn`ar(h+NqUbP%Sr%m*
zA{8KLPJB%(sMM9ju}JGmtAEd$J5TwQ`2T*D&_md&#?IfdH&HJAiBl#-FDY3UJXA>o
zHb|)WA%P@koJEXwK3fT;#ONvvW>wMze$laKal;9M@@}sze3}sOLN$tF8Z>UD&?@%l
zQr;6334s<^0+Nu#f-BsqH4RG&h~B&vtL*4Ak8qQ_)K`UT;)gQCBpq1<2-Yb&Sq?}r
zuN>Fbu&YaqM5%_)XGt9m>c2@5=`}}8nid1~tXed5X%AJFFD1#196J$NtX`qHH5ZZ#
zG!<|tHhc!Q2%sH99eTQ5RkE@{=4-7fRN$_f4ykYxswJ7}tH0AljdOs*CQ<vu-(SWA
zo^^DC(llWRGF3>YSv-PgCED3o^eo`$OsZpylr+saYpu~S4ap##0hjstDmek(yQPuo
z#33}V1BBg=Pw?lz!Z0(Xf{nu{n#`;}%FN={?}}7-flt=phJ-Nw)x|j(4~V$jPEckQ
zlZwm_;7^~cv-7_H=QYHndR$p~-m*ASk+~8%iXdH1DU2ny3-UFOt!>vmmPKDsZ!lA8
zYjtx;FukJ$6c$w;V6hs~j2dJS3>?ZsGSBcCr^&G-cc4E661Pc^XKq-D5}<@C+G`<w
z-eIZ)VIHLG9TU;rI*gB_%B_2N*|B()&9YD{8h}+fbjbY=&<Gz7<14ql;LuVGP2B8%
zUGz@Y?J$Z@VcRQ+xv`$Azazizff8zL+2c_6CmVg1J$4%b1uucq!|mf9lI`_p_Q&)!
zVD+$w7vCo_DJv-{oPawn2Cp)2M8SI)<pWXCv<<202k1v>77LRRi1$E_T~^@72FhVY
z)Q|(DgfGMi_0b`IjZGmWli!@_`^Ny2WZ*Q>CqZj~$hm<}#ZichCg(9aK6DB~fZZt3
zl!hxAQ=UAT^vfHgcOSW5=8T{9u&yLQ71Afi4)4FauB}e~1@O4OJoAZyMS+?8#DLvz
z-|rqp!Dhk6H*+HY_QebLEXS^C+_hV`PAo6aj~|e78I~a86i`9TEr-bh71j)RM5ZLG
zP*W;Q6CI}~=@U?;7AeHw!I6=Ws;w`7^)jo`gXN!$n^lwFoo?u8FPhF26bll8!V!E3
zJwAnGCdC%;T(p-vrM9GfH9|l^$#hMtzp(w)=IKK6w!7RkGoPy{VTkfl25UG=;)~-W
zv`Gk<#z-Hkm}bz=8)lZDo)uPxw-~Z7?JYaSIv;5Iwm&B~8+*wtg}ENrsz`eNnmdJv
zO_9%lNded6-SQG1igKtg?kFMqh_SRfcH*=`=~Ok2cO?{j`np6A02FhESb=aI1j0}1
zp}dYr@uyx`^tDA{LGh+3DdC{H9i0OTyxgz5#{6hOlVk4^9^nVV{oldF0wcD$pzU8j
zoaaP?NwJTdhqjS2Xj!dhu#ArqrnM00Z-1auW8*?BGsR>bV`mZfn*Zl_eI%<qFeqgM
z0a_lZMrVEt<-Un{&$sxs?m(;?F&{71f1T2Isx~4{3y|vTf0D~ibJMr<<>;@p`v(K*
z1gEl`5Y7Cg7_HlKoT`HFFQ;yg0%`eFOi%4f*P}e&gE^N2r!+bobjx5+YZ7MV_do&M
z!-(|dm9UMlvqjvp)?QHA$pZG}527KP&zt;)vi2$LB<y2_3Ahzjrac8Oj$|N1nU`7H
z(go>~gV#Z@J~0vhA~Yyk05_uUR8*wli~L!pu?MMA&#a6XzgnNRGcu{ZL=iv)FjiBH
zF<{*7-NIirrENGtQ^?}+Iv*7uDKh~Dm#0$_h3OiIk<-!LDfus+`2IUiK)(%rajonA
zj5mfEh_7%RR7}U-@LU^76XuGT-z3udtk;86=*?Bj1~3iWMJmYwzR(eXTi6KFJ@D=@
zGpz&DBa^C!=Rv!pqVy)MImUBx56iR*lYSGZ8b?$LZ%;{P1l~K+H1h9HY(hB;8a0Xu
zQ#jle(@t)oM}n45v9~xtwBzqOKe&v7$(32U<dR!NsjCZ<B}_NOawP2gM?@uRkOI(5
zN-QxMTvx{_4B$I{8OZ)_BeC9N)gw&X-4$?Kfr9Z6$1JnXG*40le<%?b0(g7@rXb{i
zb&rx;m=aZ;&Lf~;P!<t|{PtHvEkO3*b3&{lrLGV?or}*#Iv^%3@?62ouo;M;QjgRh
zm!wtMRuz)?Cg~svCD<sQXk?~AO})etY}xQBqcq?so?c#FUqu#BnZ_`1Aiy5a^_B<#
zE+XXKRkMiNZY<HEXs;_00z`9OQ)Q2WB|%7BF~%Qm)kLD+M?OqsVR?)Af-N=|-lXHI
zvt{wFZ7^9$sxU2OH^mX05m0mCb><QucM%{hStQuYXPF}nZd3<kOSNt=1l^p&;h{1?
z7OEqO%zjW7dd_kj0K%DQ@r5jUNNK1t5%82yLxa<F<4A>;I%MX|#nW-kM?SsT;h3eW
zfm)J58DF~4J^n~be>dOqR4fhZV<3W5iZJ1%i>9K!{iw6bm}`Ni{Vv7LsFhV57kzIp
z?9UB+s>35{v8C?&O-#dlUH&#N0le*7ndB?C+L6|bE6$7;J-n00ye-b*#S{Ml2I#IJ
zd-5xmpZ{gd{|8ulAXHm#b%6$wFpC#smwjKlU+x)4Ca&p(pM*7D|B{dzfF!s2^u!LV
z0PdLo`1>j6%;Ns>+y4N=MnB(p{s&+@{kq{Xas9W{=;Z(?7O`Jed2n1<pW8%CFXQdS
zkt4FiUd5)`HsG*@+dd9@r|3$OPYp4g4br(5+MwfoF3}^=u!+EwAxW(wMpbGZsJ7Nl
zf9#kEpC~g-6pB=f1imc>rgV!@?jWQ|0I#aVlfps`LOKM2uxk4GE|<}8f7YJ@jM4)r
z(L%@(s5+^xJF@5fN(%RD!@rJoijbH^3KVmSASQ0MlZ(HW@Mlln7PVVxE{8Gu#A3VI
zZk+mX^}enNmm)$;a?^M|)R;X#R|KVIia80a>^zoHdQG?r{_}$qURti}c=PdkR;(%&
z3YR}6#2Vo7q^gEjBzn;+7G(f&w0L}sZyhFT(pqn*i)%1&eAxRO!)({XuEg-MJHoG(
zcBxrk!|CUkW^d=VwE6Uf{I!(M{?bDG_tjhvN@lw!%Q^iYGjCp-{{C4e;z81hAU}fe
z6i#}^rWDPCgr8LTf6ZUtV%&p9=zh27ssrc*c<)nVAFw;Iz31TnOxb>*OWnm+(%;L*
zAQd>*JY=TdtLE*d`c=Rbg&`4?qvlcf9QnQsOCpgb5%LLaC{id=U~&Q+pV=CL?Iz)p
z06(55x^259w~W8lO9pbYg}9ojA783kOlmYfqkg*I{4VE{9_WC_H^OHfsR))z;Hjhh
zkR#TZPYzUhFQ2Fp@(v>$VdYgv?;h~bH;CW(AvCw^O^%q&1&y2zDSb95p*8rpP{2Y-
z^FM%;607^eGETFOUybu<IWBu8EO(epq(e3d4ra>h=+$jXQ$JefoI-oCC-+0ZeA@<m
z+eL`)1EC@$<E~y-Bv-h>*===!ty7-+z<kHCGHep^#Rq(MMP#-OguqB708-Lq!1MC4
z-}%7Qf&vO3<jH$C^uJu~n}>jLED#asB&c+sDpy473j+@%!}izb`rGqqCz|>1X&|RA
zQ}8>z3Wp!!UJ*(H-`K%(9-&b%c|Y71tpuT32whJpLJ1T62ZKCY!G3zQQ{kA4FGUQ3
z0HEK%Rntxr1;JNIxutt*Zvj$L66C8tv*5pNbR>t6n%wcf?~V!sOWE{oD&5AEf5mAR
zNO)7(qBH{b>=7xV#l>q{tv0G7Ns(YciVvQQr)dSi;s~IRV5@W)i|~wbQB`})c=`O=
z+g>xXj=)EU(jzUV^^s(Ca4=iwd%4HP)4C|6fvgMSe?eiXP+I<V@`cB6n(8ye&OZq!
zpzgK1!`b{@xA|3gnm82>n`--cUO4bHdvU&a1L@|tF_87DptlW#K?JTp5Wa8Y;iZao
z5#asU3W?wjT~kXZzbd@-Mdr5vyuu}c#Ko*G*V+~m-nS>XLOQ$UWG0WQ`ivtkvCl4n
zz3sc?7*P$fxL!}Kah1Q$N?oA8sLU8r4n#8X$r6qbxwaT1HlQ2<-=2$yloF%m8~+0&
zx2Ibhm#$9dyyHq^674$}UGzIlBvVNBIUQeYPW1kDH=wyNu@4HjEyPFl`+Q7(HK_FQ
zmY2wILJ%n98gl&yN_iG>ukMemOHkiX5u{}?=$rOq85g!Ffngxv8n{`0z%C*P@PTE%
zf1I;H**ujMw%FS5VS&hxz&<3qp*T1jXj)(<BNmlna(dS1;Lfo$^d|b2*T2H#$HT=i
zFnYS>S*-zl_-~@C!m1(v>ia<N1W-!JUJLtRafy2#Vi0kVB>3p;eSUB9vd+2Q?DggI
zmWQOQ?hiEV^F_0y*Ykh3*LCK;_sbj9*g854!7+to)QyrlZgcswwg;c~zPZr|t^_Q<
z`SQGPk&y&<HoK>-dFVtc#9_43aRgY($I%K`e>T95k%+3*g}71Pk1%4R{=~7!hGTh+
z9<3G;al_Ps2%Q81X)qsrK4dZhG=6{&9{%-eKIB?hYkg$N38@%laRqqxFQn92{0G2k
zft@`Ghcp4-FEe@LSykIRl%`2D7b=M)+?@rg*$Wn#XxIw#<d`L^USArnTx|xy{y`-T
zv0RbJ=pZ#2QS<No@T4KrO(BU{0x`m0u)J>EJhQ}CHkJ6l_RXtjo1YU8J$4f^Nzpyh
zjms}yL532zC&^Iu{r+F`z)y;S+@jZpvDzBoU2oD1V3`ngA81EZ$@OGQ6X6p~O*9-*
zLXj&d!37|Y8+8DaT+4~_Nf{%}qbeiDPrqDFT0*swOtUZAvV#j>&*q_=#xjZaV;OnC
z!S^a3vm!s>6V?X4)NLE1kL<=0-^iYRRQm!RsNh~Q%NlOatOPF=xXW~Y?_`=oDh`iw
zb1lc$DoJ+!L@A({K-ghL?$@OY^1g>u&2LyyR&PX}SmXq(-ZEgd=6p$TSi@qU42C~K
z>PwB<i$pB4F?`GM3_1JGpsEbZeP8e(>h>oZ(uBn;p|Pp_9Qe4%M9~q<^eFis_rD-T
zOjHCyx&xtbSMA_r_oZB;Eq9dk@vX5@D#$a@>-NHA%0l)=-U2_bnztn)<_*%=e3F>G
z?t1feP?KN|wHw=4E6eOh>IhVA2LjEu*RZEBNHASG46W^N<Q;e{H-RQM*74wbvF~(F
zGyTI=s2@J-k4n)Ew~u)7C1~*Dto}kEe)q$bI|oN`<LrplNet<%9Zf#fANe$7dN{!r
zu2v^L$!%!K;kJErFp1fYDlONNh{Wa2-*QY7l8A23?sHWM7`cxL^6QJ4_WQwr#it<k
zRb>P0mxgLy#5#J_+85psgj!B9R&HfC{6O72gcq9q2Z$7W6ZGfx!al{F$4jT*fBfWm
zV0%MOZ=YQXf{5+2O-?&@DhlP@+Hk4*4<Pr}Kn^kh6->#JpaZE6YR!~m=a*&Cjxh20
zCiGFw^q?9kG3!c)94v*9$KKF)NRg+7M43b%OpJfDvpfum{ycuZAo5MnS@&j0`+0EC
zK7&^;AAr2ri5?+sM9_ccEh(DRS(C1{jdmC)5SJ*`G-XR0gbSEPrTAQvXSn~MG>C40
zeoIKc+V0gX1~;S4-ih+O-dbH-@LJ{gSk)f&EGYeNfqaZ_@ITYlffoJ^rE0!!>T@sr
zyEfQa<3<Y~SMRnxN~~(_>bP-qWzE`gvZmTmOZ|uE$(Po|K61@R<IZ93C%<0TZqF!`
z_q*WI?Z=U9KfYn^aDN_@jw?@lgg%d6>03ts{d{wqdvvk^)q>`GiWb-%mE=6t2x*g!
z2bqr*N%0#1vm&)NpmQ<|Y36mZRq<WX%XL&<_fXGM%MwoT{?uw^r<gy~*PkG6R~WOU
zPclAkbLQvIc&-9FTxk->UPYc;WvC7xAs0Ug*65qbtK;!xT^GL-MFTa^p6|&Qhu8QX
z`e?tdZk-A_I{U1-+7f3T{9>)-1x%v<+<;2VL)7A%C!>b9e%oKybyv?0zc_K}juYG7
zoZ&xp?d)gS8oKXBek>35z4pG#qLvl^X1MP4`$r9Gl_x)#FPC_~hBN=Hc^lCGxhz|B
z^lC#ma{u84_Q{WpMcd^LLZjmyr=hn00F~;-3>G!CVW;n_i<difnSUNmFXJA5k{Q$f
z(*D2})qAPX`l0tcH1ssWR>McB<Ft$AJ6HIlU5b~2{{bX}ejRv*^oNI3G5=Ev8GhLR
zS>^+~+dUTBztLfV|62QJlJ8mHs6i&kGMyfV6bSAVEW;f~R#rQCj>0ZxW*0r=g?4YY
zc&pACWR?S6*%w6K^0`hsPzj<U!LQ^7j>JFg7^+m%ywxAe#=liWI!08>xm3ln@g?%1
zL7G^qzv@Us+aAme?eJgxFaskVe>5@D%y_ewr*=jvxb6gliC{F)P=ust44&4@W*oFG
zJaQ>!<}m%d{P6do>LD?YFB3XYTFOHAMXRY4$u430S`Dd}h(O_r6_5&40~%CcsJA@l
zl~2{K$93Pu2}Nq}{4CE;^V6&(HPc0ccB5;A<v}~kl^E+Zsexicxfr{k?;PHY*(kI&
zYEy@>#l|w(VS=*9Xr;vu0}at6JP^b6c)`5gOq|U4b@|1w%SV3Hq}Yn;6Da{1^;6>Z
zE16wt=Ds#{(V9x`9xAASeB7G9h4Hk_HnHsE(XdseZhL9Hj~C(txEG>b)OUfZJv5{I
zET)rc!x1Jw(P2loeS;!-a;WBGeFqB@zQ69JPLkJ%K;x~x@_QKl*~t;@jcK$_4&1uU
zP{rGEjF*)xF!Rvm7Q5A8**wd?bPv2Nvurf}KftrjcfWMn>rH%#@XZs8nQAE~#o*Qq
ziTrnUGd7t&wJK&wPx`wU`nGP|DUl;9+bLt}b-n2qqg$)KR55XN$N%Q3?xo~aMxE&k
z`n|JhBZDh_{VyLkR;DU0SjYeI(tiGB{?vRxvR(A89}zUPEsyxAU7)M0k2aeWwgOdG
zmcNA;R}}kgI~yN!Ga2=hBIy6$Fn!LlAAibvDSp*1`yp%Qa6!8AnKS`WQry4pCs)St
zT<7Mjk>OmNI5LZ+zO(kiO%rCEPi>r($Pso|p1$C+w|H*fk|hqgZKd9(7>`P#3MZ}o
zo2^b6LMxws1X&2|23E{BFFP+cK7l)7Y<c9i@~LDqs&s1WVl-4X7~i##MZ?QWZW0uU
zWqGsrRd3v#aG5^$8%7gwp=1S#t0ZOWwh^T($1sGAlANAfREp<oRPrz8JS!>bOe9^m
z9>S}~PO@?9vyv~hBRR+$YA=Y2d%d^!{NdTzvJG$Xe}H|`qFtb%+_O3FmZt2%CHG*@
z_2{xQG05+qVW5$*D0|H62X+4s$$FDBS|Ichf~I%l#A1puMO&Lnob-;IN{U%_V5J6r
z$wiIgFFe_|ac{;vYdQ-rc1T~ZOMIx2|HjNR;-YEyRxx@5eH>r(;r>V0x|bmgm%})N
z34`0FF;LbPOPI30cB1w9D6d2<{U@=u3N7@_%8J6uQew_wyyiRFn0DGIisT{lO|?Aq
zV<U^(ox_QVCbI0X0Pxe5oZuCa%O3kpxPsdf?YC5)wQKL*pLWMSgM{HsW^wq_fxDXD
z&j6N-MZ8_xI1Q}<*PDGZft|C*kNUseH*1q_Jv&ex4G$hAiyBvizG~llK)xs)Kh)<K
zp-39-GE>F|A}BH*?e->r2}H&@o#wt;c5nHF^2R|w)V=UO^1L-lF4>9NejIv+P$M7q
z4gAbH>bOR)hZd<?Jm*pGTITf&x8XI*e4`w^z1vlSOKaG&w_8GuA7>Z)%@1IW<cci>
zi$1z+JA{#R6VT)D4Q^D@Ho9Vhz(VyuTUE~NR0xU)53_Xe;d_3&ZTY?T+qhxs+V82;
zlcN$N>IRSYA8g*rqTA+G6@WrT$v8J4OY@3+HFxtfGn>3gj_>W(Pw?99+Wj}P{Q>eb
zR$3ch*9LN9t!D=J(!~FO5T;9fd2mj5zuY|&2W)uy;OlHnZTs!yY>C8OlYig>=P3W%
z%<jFdq1W$1E80F+5O>b-EG*_P|A-}}6t1T|&P~!Fsl=+4BUZr<vY-F_P5O~!I-7f7
zUe9>>=W(=U_Z^Zn^Np65%zz|WxJ~%_QP?<Rscgiyllc<EZdn;|%TxVAe`4pEE`|AD
z|C3CAHR+g{i8cdmWldD0nLMKfrj^BK=nIJnS0u&4FwaZ6nfLWC8P=jo4)UHK+emD?
z3TP0s5{7f)`Ar?FHTH+I6CLYGQkAF_n4HdVR)rEO=h~{v9!~TPM!d-y?P_1eIzq5W
zTw)^~8?bn<M_Gyckqth?6A$$IJI(5|LG<bSH)z_EnJR*$*D%A!JsSvVg}oS<r56w?
z)fR5MWVnpkz7QF{D*6v#>xwirP2_dHQ|&Zi2t(k+_8e7FDXj?lA&I0sx*QRQNuWxx
zCV6oRbaP#OfA>^Y8(d?xz*0HjM*wberh3B@kw^g|BHa<0rIFPzn1mP-r!_^P2vCx|
z?_WZ&?rGsC+53}Ev3|j7^b+rMSYFybvTuu?q|5fxGUPFNnr{9B2J%JFk)pN=(^{jr
z0vA5(d-_8Ai7y4wNux0~{;)C>F3XOmZyaMGgG?u))f-}Ba)~7Ud&3Rm*&gZV|Gd|R
z%q0)3YOCeH{n#@z5SJi!PUUHjWfsRI`n0*kinw6<iL@-hdn|%!czj|O9Wn*9gzs2N
zj=d^>I?6HT?DhRa8-b{W|7kj=dm+w8MhT8hOyj`eVbo0u^hg{Q)7=6NlbMl!);37=
z*|=Z1;DSg?6U4kuTcfqa5MX>l9H!)~dr@i7dqTNA9$Z$^`x!=x$e59>4=Cm=K1m^2
zCs|v{o-_qb-2)i_lz@d|-_e<|L-pp8Aws?FBVmKhR?e1%Tlkvd%9;ZrWH23RNbr9(
zK|VxDAq;)gV_GUpN*@z6p$e2(g#_J&TjkqL1)+ppr^<^RTe{ST(S#r=TLA)mump-Z
zNoA3GotK5irtr#I{rZ}7+PfX<q{2QGTvNk>9^cV&O)Wu-Z+{TXPNH~iFfn5^*sG70
zq&ISxd4Q308cPLhT~-L7uXb#o{?TDijtd)q>3I{$jEI`mn}RBmwr2q+@fPaBd|;?g
z#M_u5WOsTon<VwVWp~Q+UJ&y>&D|(TN;R5OyO=#SN=OeEuOpa0CR3A%ADDeuHsfE7
zasA~c`>wz!-fU)d_Qbg9f=3|1O}5H=`+=96ECoJ}xpd~oq;pf9a_I!=z^fO(=CBo4
zX5ww2GBUkFeYKfJv&^z9y9$a&rRiZN{gSEk;8j{GZMb2Asq5gqfXOmsW}4<GVX$1K
zPu7Xg)q!2BtzM;q=(hyfTK|h{aB+1-%dr(H(pH$yqYSfBe-2^mh|{U<iX!$UFw<_W
z0VSs&_3@z{rPHGJ1DRvGr8BTnI?30_zHLY@(VyR4?H=5(Cr`x*=#WOPgTYSZ+}odd
zML-TDAD?RF4xYli6DLb?Koh?34qQwKR3RdrZcxF-BS)M|_Knof)!eC;`*X#*x^2vu
zY)~23)_;Is1~3$zcNMAroR~4MO?NrmptLcTj-qZtMw2TczTaM?U@}z|m5bBL(o$8L
z&`r?SMJcfXGK&^QC9ncS*eIUJr%5}AQ3-oAdHtOu!pdEqb=T5wt=KSn(m&A}hbwiy
z$7;OKq@jm$C>nq{+DgwE?bALo&Lj%$N?4d7HL7(rAQjdsX^`A8<E$i9ln+eFR*_Dh
zFM?@4>0slY*V_(cCOz!{{mHlO`zE+YtXgf5<D3%TGJg9=40Gb@P7V@-)85;KLRB$W
zRmGsRVXahg7GSH!par+*wedFGg}|@Ir=AvC$C6M?Ovj@|ZP}XepduH=bWkx)f)>Y`
zrfMB#e?`5!TlG5K&y0HernF9*gJ{m}qOv}SCUKihFgphQ6```uAFOXC{-jW)m(;2D
z`8fCygU|h3=XKo_Jd6CIZu~^l_79ZEaSg}DmZx;t8$iV1XycrEMudzyJ~yXK=*-jM
zLV0+*lYLT{mz9twUy`<I-a36kqxzIbkBH8Ip|zz{BKaImW3m%{Q$<~wYDR0ay`hrh
zgcov`)~k6;y=@jx8ycc-NjmAKiSuW_$YPNo6RU9T+;h+x#fQMbZ^fbfu1OJe*Op?V
zEp2BdD5Lw;uk-ko$Z<`T_@MgqO3mreEg4ukj=Y$(zw2X*)7>qpGS~TF@TgW>RylFZ
zQtQudy=&WiDqA8cqgFMolWj=gBZHJ@czg8>MqM^|embN&Q`5esE>1i7Q=inWq2@1=
zXqdv398MCT^!i#&Fj%U%S;={<s@2C)*7LQrB_ls8{A32ai>2E;Sk1h-wElq)TKr|R
zrM9h!HB;&W7=H=pOVW_%^3rL&uusI|E19#NqR0{Z7=u8Bcb3W{J=@JyB%@ZKwED%-
zHiv1{Ph3<a4yphV@&__nYeHXJf1f{%N}%SCO^Gns8>y7r=e?8;{#vag{_2E%_IBL_
zDwg$_g1P%B*5=PE1%!pv4Qc*7$!!N?2%<a{6H|5T2Ok{Dd!uc6r>pv!ATEXWpP0_j
z@cQdqVIid^DH>NxS5i}Mia{klI$_9OB=hC5v4_&53rnqs%8t$M?n_PP(!F9?U-N}^
z9zM|8$LSIH5ITCeP5R-ud-Gs&e=7aSQ1MGYzaMNF7BPOQ^jl@x!QzIA({rzBCm+*A
zy?CjXU-TrKpi8ba-kdI^h-r<5kAsW@qP1+e1em<>O6f_zDh8rhBxywK7y~yIzy85h
zbSAI8lBBNg6Wd9<yhr^Rmco`515-h-HIYcQ8_<}hiXxCCTRW{iF8Y;hwqIhL`MiS=
z1L)h+3~J?a(Pz?co?n#`J4YV<>-tkbvvcyq*luq6*ygv__xLqVvB5>dqABpCU$9>@
zY6|?u^+kmYuIUQvd#`>-Tz~b2a^aFd4-`L`C4-s~5lR;rFhNaL;uD3C30~_rylBBG
zv~Mh52G2b#q>T7@ukO%g&4}Yz;o*SO^E+(klN;3%30~&B@+@wF@-GGB<f&&`J_~Pk
zDO`No4#f;=(N|t)|JWtq9A`$heyaY;b&z19Q^<L0K|((a;(W`#LF&Mb)Lh)YmH9cx
zt{TK`cBMA6=qZ>gtRTrcD4kPS5aukHbvCHN>FcX$yjSXw%{fT5#%o{yR;Dp{-6jEJ
z=M=Rfrq+kTM`;lg@7og<?<s`Ss%6}?zV!W!^1;$ky#Mp$_;y^#a)%d_iSf#l2;W^R
zrF-xu_vf!V>|l~iq(2o#INGJnf18qW`=zh&>K;vkSw0&8wK&rMR^#{^&Y5Ml{{fN)
zTUr=YUo+{vBMoR4N3?FTH^2S4r*QY)VH(+0mf}#siObFZ0CUIdPxAE@4Wu7Fo2UJ5
ztW{qU#_6K*p$Du8Y?qP~w`n)a@%F@7fTlKq(7`OR_<Q`AQnK81M$Ur^Pv=%*ZqIC^
z6QKO95A8WcX{UqQi+(|pMk~}pb?i;iAWfAET+N!u5~uIwQ2wyCoJ(%E=qEciDGMoJ
zIvmBpM2s>PR=hKqK$WC8Wqn~ng>={Cia5LoY4J{=zgrNxlI&b4P#C(V3dbET3}q)u
zns2bf4AIuQO_BS+Aey4Wlx8yi8dFdMCo4UI7V^|`5?y9QF;A^v-sJWtpW<unEVw+Q
zj&bRf1WBW9F`wtu8fc)8KV|5TqOBXwav+TX&WdiI_}_}aVVKX3z9Nu1n}!C9A$GUl
z(k$qwRx2h9929;zQ9RHd#v99mLsCtDBD4)|)7~B}(@zzP13Oa7f(kuWVbkp`;AEzx
z(2NJaptRh6oMR&Y3dwU}W6n)pR1z~`i~=`!u8#f#w4+8oJTdiUe$GlGv1yS>6^|=k
zSRzS2RCZ*uLq>2-h4ILSHu|N>B3qfQpqw5S^74~CxRlQf4a1G%<IT-s^T?K!*esnb
zWW*fIMm<FE)P*t-U>>9bU@fAYKeQEIXPfy~!(ZC>nyN5aTyi~LJ`k(cUE%FsC8yy2
z<8zGqcXERTehi+8&W8jGmy&i_Dx{qAIs0_)1~2*5?3tw~;<mU>bo|fG_^vFL>%U?^
zC3~xfO~2`7e7c8hh>riH$)X?J9+<yWD2z?%8$d#CtgyfYHRk8ccR5CNBRpw18k;|a
z<sGS}owdbc|2P7Tv5v4&LqIB#FWM7?=^yF%*zk-8iAn~1T<4Oc|2D`(%g*dqp7V6!
zy}Tg5HJmN%_s>-Cu2gy#Cc}+ftlXHuxs{H$I4Z?+ac$(NizF+Ab#Ja4KY7D@M@+o)
zrJtKs;@6+dMSKUEbM!9Ntvdm$Y*BC!MQhjRLCU%i_JFDO*x1q6&+go3y*(#2wEw%k
zap#&zWqmXghbu3##zRgMl;**6P)!61P<KlA+|`m{fQ2p+r&o-RoY&G%k0IL!#uAXI
z#Fi%&#&hKKvH2@%hfJtEv+WH$vp8y_@+!Bx@UIexp*gA#yUzLSl%mNe9Jc^(MLRSO
z=^+!pbl?dl#zOE26oz6EpQrkz-WY-K`s{wKG`sA6zsdrN5T(^^K<{BG?r5J(Y4E=S
zuul!d&7PloC1|)GI#G4IzYC?#eXK)=pvw?ZA;p{CA^;WFJsK$7fq|IdoJEWV5G2|>
zWTFQEIi<6>RoH4+B<B|E*D)YOD3RRzlroq>%rG_~Uy)Bh6I++Ep6H5njEVTUke(wK
z=>@_QA+h8%!itpQ|F6DOWCn;(-f4=0QRcW2=g+b0JjJ)}TdtDY`HDcr+ehIc!54js
z%#?RJR{np@FF=yjK-*!BOk_{L=nsWtAV{1oaB`G8`(-z(Q9D(@iA@1l;uQ|6$`B#?
z`i62cs1?4UX>h0xKw?U|$*mJh4%}XRByE%fHFYy^5nQmrLdB3+*rb9JWy%yJ7H*)D
z7D0jEOcQGbNRaZFQ3`xi+P>#%)@ghi!gyR>4<&O8)nE35`yCcQOnoL?@5cA(c@iaI
zkU&Ki-~)hm3mmD^rOMFKnK#E|IN(y!#BG&wV74^%k5_~LJ$c@%v^k(pn~8sWr5Z)E
zunl4UF_iGK_pu=31SS=U<$X*ja?umr@F5h&`VRX#2SkbZG5sdei=tXpc2G4FPstSF
z6l(s03kO<HK+}JiwAz|Dvy|Fl2@;wuRQ$Fx^XZ`o%6J(?Ce>&LhHsrHo+_#Pr6aXG
zcaHvO%9;$fvKR@A3+N*w5w^En^Ctl8>~`fp=uA@6-jYVZvoSG2%J1_kO}UFYwvWhy
z`1L~Gj*LYHM!uo=JX77-Rp}rC^U+IVyS6P|wtwp>_ukLMm%Q7>MfJ@pef#z~uFSSu
z(k*Z<5#aid@$!8Q&!IDor~2l2kCZc&aMZyDYP`g27KPP`TD*A@8}BsJO7VOC{Ui;Z
zPhCORfByXF<U=t>yJUtV`~4E%IDr?_WpDv4P0~^m*K(U)D(>qKy06CkUmo})khlt$
zRTw2v4fPRqgP;-z@VHQNDALqZfcXRGaak^0OGv)E9Vwf9V=SAt;G{p$EX^+jK6SzS
zA}*P6@`r^)&Q?dShaCpA^r)!PVl(I`Z}HdZB-#0TzOc+L2)vXm6WW;(dPRXscMR|?
zEs5=hzLV`?o%V?sq9b*gX^cN)HA0)+7n!|pDvh^~=EzBsU5`kr8Q$C%wbfX)pRZD}
zyBU5nZdf<()xkB-gcsG{yq<|BTbZ{@&iri|f*=av6k0gSV15|AMIsSN1Ja*t{D2;9
zXrf+L;77xq&L?LC<Jk2jP?a7jsU?n~Vw}^@R+ui$wwK=LQgL7P{iD8f8S*8U=rY<l
zYRi`Xe>|OMG~0jJxPz!!wO6T?ASr5BsaZ6M9WhI5Z)#I&Q(~1!>@5jF?X4|}w)UQ-
zTCF`=wOU%gf1c-@=l>$_a!$_4IXU@!KlgQC*C>-iA|OqUKo44BW@UK$lBwXgv4OBN
zWh}lb_-avNm>)k#rkaI>R``D;vuZA;b);QY*siv{pcdzX3#O=KJknB0@?B;Dnn>DW
zVliyFHq>QoZ11*naiBe~p^&%bqXqX&3uK*%yT<$95jjB~|FA7_y_8?v0O3XD$?UPr
zT3AjLS!l+mB0rra1L?*RG(ltrh?mv5DSm*Y{nCk`DI|u5Yc(@zRFYj4V0~+T<a`Ui
z99ReH$&dVCzV@D+5)_rTo^L35$6l@x%nAIYSxJk@dpvGdrM`aq0Wjy2kd^T)hV?J&
zS(5m@fG$J;`xR)@m*V-$!fT2W10BE&yX5H1GLa;v4~APaPw-6eH$x$6k6)9?0tNW>
znpj@Jmygsp{``y;yf_Udaf%t7w|Bqk_j!W7m~3nNv^&L%Vfw7xIGe5(o+MmF`K91<
z@6Vr|3+YEr(Y>)o#a$}lWzNG%tBWC##l^fUf4wgr(-MVZ?gGxQN|a)?g2WcoY=1;<
zx3D~*iF#ao<tsf`9~JdsaNRCekd;o^OXbz^Z=D%4WDJh263A?dm9%q~xEcX0I55QS
z+vo_BfGRns$A8abCD1_<vACfuY1`BR=2Dv#eXO&-asxROaYcyXnn1MQ&XfUWXk@7`
zGOmp%+6?X=EN9<;#XYIXX_A8|2X^5E3yMF(X({I!Fs|YSZ#M9r2UKndr&o4Z9+zPW
zml3VP$3xbba>G$6OBxeOE_M^i!IkjE>$g7hdUyk^<RH~x@aD%NaSryb4U&j-Ck!Mb
z*$}S9osuzd`Dyac4l8?SNOmi}(I1D!C~}@(mke*@x*Xl&NqV$c?ZG15?F`@`=p(5p
zx!dABfe1hUU=d^Q!>#7?W*x1%I;!AJ%bTjJzc0VtX~oo*p|*Ma6QHO;f^*X7pV3*$
zQl=yds1ya2gak3SlfSlMba+H5O|_EJtTkBg#r4iua4fCg-Z!ew>6MjdkDgvHi`CLQ
z3z9_*2`rFZIhH(C8iCt3iGmv-W`i+FO*qon92=A8-<wa4xwGS4=#($PxMA8XAc{J1
zl=jP)bVYFMM!k5(6WfTeW-`2zo8##C?IQh9^@s%!R~CDlEhJ>Y^Yf^e)EX9MN@f4C
zp}p%$=E>t%r?F%k*NyG__wK=#_6^!^US-GcaXNUhKG9l;H0KMSh$v0|6AORS>Jxsv
z)o)TO>@Zdb2eN1RaxeET`ZsL3ebh%M-_znG@UvneI+xKue<T<Zi?xiMjWn%zP^`#G
zUplR%SvHqQ-aal@yZ-<uhFl^40Sc;o9<W`#f_}FxiR-(@l%V&{x6@-Hk2{E!WBFcQ
zp8PZ>T+7G&%U1YisK~|Rxby2bPOR0*8AN<h;$Mcv{{Wav^-E%cZ`hx}=0<&8t4veb
z(E3`aHIzVh{RxET(jhI3q*F2jqyh4PoMd7IKV{Dx%e^2sG81)>p#oMqBayL~7EEu9
zJb@nArKQK6`Z%!vQIhG%h?M1kr#ZgV`GC{Ig|#(f10j0R+(~&v0yHq`<Tl<4^Zc`V
z7**&V^?wb;$j~$L6!?dCr1^osk9?=uSHd2f)kv33B$^G|s*(dm5~{6-R0@ZJJ3Kkj
zzlNf^OmhU=JTd@J`>)mv7)so>zi_`7I;iJw@uAuo23b<PyH}6NlXWm3lyx3{`ghIa
z$!q;Q=>r#^r!=4E;|Ub9v=nhOGnj=r7b}yy%9yVun)G*?)s><#hnBzHL)yvzA)VDG
z;3?<@InrU+|MctSowrC~7F9R3ci32~VK~>%uN9wg<;i+G4otPn$LBxThjrWdEH7V0
zB`OJz$n7$ajaG&Z)bWFIAOMvwBY6Y{5Y!c(Cp(bDtBy?k?d!O`KTE03|Ms01j3;j?
zc0a!2yf}^pZ>lWMQ?7o#&J0)1+B-?Q|0bjli2S!AFJKhe_&@F;W(}2PT0D*9-U_4K
zZHkY@cW-p7Rb+n3O_mKUI{UR4`qu$Tq@K7&efCqOg~dvD|G;zcw_Id?4=pPnv(8(!
zuN48mlEu3%pG438Q5OxsD@gU79zG2!O-_bU4PU+5T;3~9*t>4>oqu1U`TS}B8Y}v?
zH95+M*wi=I77~#`Vyy%j@t8n~`*D4o<^qZ1^))#L5^W9~<l;IQ0d&bF-lTH%dOs1m
zx!9_sc*EchQ<;feY708Wfff<K_`Tt5leM%I;Mqnp9?6s{so=IMQV<H7qlFm*l!+uU
ziBgzXmC!74l7qd|aiNuMbJi$N%@3L<<Lm+I3<$mnP;7lOl@Xk>2tmJTXtb~wkqer>
zSCmSUv-tMspS>Sc>dCOMe7Rs!#J%%>YLaVgzy}wnd!w2R#v(FNGkQD6zq4q;m#61z
z3*5r?!V_QDD7^c(?@yGkluF!r_xC@5m>UWC%&$ZFpk1{zIdyZw-{<Ls{b^F`U>)_J
zUu{<}dCt(mM|KN8pDNX|$mykEE*cai-YvK03S2K`_%?d5angMhYeUMSqs{J&zs`(-
z{i3l8PBEw~5{lo^%Qon>MqzaN6Dh}OBc*i&x9NJuX_yxLUcG!f*&;Y<41)kmHj&0k
zyF{u8JvSvat?wi{WV4>)wHf2`c}@x)?bYS)9vXl?4neNdy?5+in_es+CBLsI+*RIl
z^KdRhHuE%1mwwlS<eOWrq&Ce-zNBpUtHffqxTd>M5EK6B%fexq@mOgq`l;OD`?$v@
zPd9k4-6``n98f1~wRq?Zq@Juxxfw698aI|sZHoB&C@!r~f>>!)R|a3dZKTL;e>Rt1
za@Zct0xGR)LkB|{VVhF?Z2=)Z(nB5@IS0(GUMlxU*(*=v^Xd<`fM$n$R5!#|9TCIT
z^w0aW41k$W_Y`$*eai$<*r|LoW|N9Qp^=)|=qzVF)$$qX)LjG$fkA6Te~-Zxgf6W&
zV`Shl$c-`mJmmNI+FDQ(5>aeDUA`OaEW@X>ZoMeLIP=+EO|tO!EB#w<o;~1FU|`IX
z-Eda_qc)q>%(rJ7L){d!#{Fk5w;@=Oktx4JaPKe~ouR9>OB^*s=0O-o$yS09IS;hE
zRKG=}=%&n<<Ry-$PHRR_lxme`jUaS#7T9Zaqy90kUgW>CLzA-Z*-t?{_>h=~9a<kD
zU???+lPm>OlfJk9d|fd4Biy<vmck)|08CM67LR|k&;QY%!jZE8RMyPnyxKIX^>>)Q
zz~|Ps4f&X@oUi@GMAoL2;R;0US(94#JmqJ)NYZK4lnva}!ZdC=IK}FTyI~$S09A93
zO?*zUDTS2%Na5q+aTCR?4*j*k(%xA?ka1?0Ub)OIV#745R*tj2+{DB<M^$zYU&<9&
zc1gEi;0!Hp1zd9$FYHe?3$mCVHq-z2>B$QR*{r~Fk7{vO{buZ$C);;W=WtFH9e4%*
zuo5Ss9*2=wSbGx19i5?g<XQA#=(UIn^WnG6uImyG3!f>EHXc*W@Il<oTp!BN09%%=
z#OttL3_MuRV!llPwcKi*P~aQI>i)<heG;qt!aY&cAF~c;`KbfO8u}~?AvhavFV;m*
zsl#tSHlDnQk=IVSHF?gU+tv<z=f|UK5W&H3Qy$<{VgR)pzp;LnVWlCfm3#YkqQhga
z%wG;7ip*o{pf>rfA7$6DIfZ`=LSOjrK(VM~Qq#~~J!Rw;c}N_OEu$D}|H=yhI$r(2
z=YCmlb-UZMI!U}cmyKCg;cAq;RXx~Mwf#b9na9$ve{-~><i$i00-sSDk#~=XOyr3P
zb6JsLSy)U&;@}LAZ=~YH@8uYvX9yZ;1H;SCdUTTZSH#jocB_x$1D3bcsT+y$^N;>5
zO!#jPer*NRG`x3)2=yK~k7j#mP~>T_ZsfMMwK&$r@%FeT&FD|R^N1mX%z4-O+WEF!
z5nXBozK3*G^4p`QSoOV@7ziLQOVo7JCSC@}o9F+k`L&<aEc4D|pAGc__tkCxB`y{{
zSl5MBDnVybhpsGQi70Pr3Q^XLafUjkIqM@vd;!dwj2G(9-EO-dfgck%5Du0k1_+;C
zw5CYJ?;RglXEnuf*4w((1=suP;`3v<dTVQ>MbFak-@n&IUl$Y}1}KNlYnJF4=;B6h
zgL?%Px=*8GrYf40spbanShD%0FL0K;80)`U2lE70RclYY{<nQ=3R(buaA&pO*>t5l
zo28etrg)txC#rJ8v#0E8;`(_VHqJjPAmiH-=b&bIx*~x5h-O<sDc&p87k()EzB6E2
z+deu|nCB(SR?=pN7%Z%QK)GkIp}OM99rpg)j2C{E=xf<d$vxfUxgdi|xk^qXOA#Bg
z2?t?g)<Pi7h3!QwRC)%&d`!00I!K&#=|e>l(GZz?9Ht5a?@*mB(UeqCEhKseOJLpi
zmS<hoL$2L%uD^c!&8u*0gJK@Y6w_5C4bnc#i*?s+PQyH6n%w?+vUG6#jRM(mJn0?D
zl1w4>iRNbtrF!1SW`_2t#4?t^@$dzn!7c1O=YN2)vfj2qG)3L${mTk#DAV`L{{ZT>
zD!fn*;=y0g-GG{%ZSFZ&3z5C7hr-q(Dxp>z_iib|&mSp|4>lhBArlRg!7Kj(&bAkV
z6MfYLEL9#f2ngUG;<wkx9-Uvl@3TLN`8BPs4flV$yLk4$Z=7*JilL0OCKD;GjW^(2
z^d>8bt|6)ElRsHhEAK>YP-<qo({@v3-0JK&Io_<eu0I?|Vq>Kk%az4c0xACDe~LVP
z?wzLTZ8S4lQs|LUiTu&zU4Pp43w>~p^T(&|<7jl}pHTa5swJ;No8ME;LnNdpQ36UH
z57OT09SuGY*ch?%G>^*bF4^G=Ll&3&O~#LKMo2|wVz<!8GWL?siej5NKmO?m^mC_5
z;oJ0dKd<=b_~SporQPM!RpYTbY!1ibZ<LqJ6NgrdQqc+UA|WL_KPujGTOT_1lmw)|
zJy=-F`S9%|?#IZtqYK?Er7sa{mh|sel&r3#m+z+EmnsT1?@b@={V8y5Y|tmoW8(OE
zq}{JyEvUKM7atz&o!n|m6SD4jNpYG&mn@JeESS3N(|A}<v-NRI#uH)56gOD=D9gN}
z8vER68tO57Cx4CM@L+X~H+?3j=U3AB(+Pv5)9rq*&$5e8*Ux0>q#XsRbA$N0B&(~3
z5HY45ihif(55t4}jPn-FL3=_-ml=H+Bc1lpZ8&K0trJ6HSNyY&7)>Uho0j{BHI3xK
z-mHCdb_ThM;WlcuAl{|rGl0c0#1RU-FdN5H8C$aFQr^?~7ijJmH&Tqv$1*L93_<kC
z?t3|AdZvl<MzZXprR83oNg34-MD0uzsTl%4U0nNz5!j$OT|ML4k)oTdYxX>nDmcAs
zmNG)xkrH@>c2My5L(^9f`^EGJ+&x4s^xj=)NiW}5E>5Xb;^&nK<hw~xvBPl#uB`sh
z?1j;9>gg_ph|m7N1kav%u(nYk;JH`{aKgx#F0l{X?$e#!z@zzj<M*SdTtBCoLN+=~
zDI4A09d#>|GV(%zPsA8|yzew7eu}CRXir3)yzvfVn2teDmYNLji0L%m!?Kc>*LO#?
zP&>b$7e+Ca)(t=sL?wlb%Oe?5zn<bcbfNjy7uI1DpF4E#CfXOjemR)6uX3q*adpWU
z)H-F@q+GSL0Bf*P5)~2kcHz*p#F?6zK>fKa;IhfBa@){tk7;^8zFT$rqhdU`{2cbm
zs!SR8m$T|;W>-rB%@YSQ+b<7a-?&8{#_DvP_K9bjOy7DnX0y!md+>g~wqgDI3&;zH
z8R9wuPsoLG*v93*eq6(V*Y0XYucKZ>nBBJq!aoM{xkpcMUh)8$HQoP@u44Ih=d3ky
zh^aElg9e4!@g&;+dmK@5L7iw8_3?+Tzc_POvXcv`M)h$}%z4<e*2Qyk%ef%^onr`r
z7%4XS*MaB?zmP{)mrV0f5!7u3(;l$ICzVO)J`?_Hba8QcKQN{GZA;h8u3jylXhB7U
zPmtbBU3O5=^e&XQ3$d^K5D~_oX8y&prIX`?P1IyvDRB7$GC~+|7nL$I01cVRns+);
zt#`GWe>EffqXJt^=cY$(NWXHNh1?``av>nbAtW3zt%X6L=&p97hTHy?MDXo8*1oOn
zal2v0&-3o$?o{OKqoq}g(?9SyJ$%3T+(LXcp9MjcdFNuA=vZB1mKsEuV!T5@sfs_Q
znkrPMtsK1Q%$a_ixvua=YLA{+*Ymr2FOdP4G=$&LVNAubI+yE0jcJYu;+dj^sDuTu
z6WoLjiIeieV@yC4yOOtF&I5p&ZP6`C*DPM9C5ME#R)&~Xa3Q1e{u<SI<DJBA=0+72
zxTf=b>R9+p^O2=8m9C2E$L5pm=h}WOYu+=QsKtr?r0`<TVn%!INXe)5yAel+{{b3Y
z^;o9f=ANA6ZyR&ScHP#CHywrE^IuoWhi(bJbUu#U)p|n!P|^x+wvY9hvw3|vXMO)^
z=lK4&X;saWm{3V|*lz5vh_grmA?V7#d0S+*I`hmANcYW~%ODd<p4CqYw*z0C(z$Pr
zw_Al><ef$DIr!Y2^w>e}4!fe9F++LSU{5EKkcbIZ=H}K}=iiB{0S;LQv?)eU=Dy*}
z_Vm}^@&hM`GmX3g-8>2K5WymZrck?o;L?g!N+5p4#0uTr{kN99sOia<P2u}abI0nw
z64LpPN%)WblBBvU_8mzJHyU?MJy?bhvTn|lFO^IpLN$;E#rxj{f+LSgOpMg5uI{>v
zHOcmhy8^q4fQfc|83P3@^@Fz(f|{of<08I)k%KrBNp5oS7bv3xU^f9&rNkw&B=~vY
zq2EkI{lz3fYZ~+gY|36~vEm}+C<Bf$&_V)0jZ~56lko*Vvk$Y_ie;^yrG2AtL`K`#
zHs<f9H(e0+<WFN}=rCb4(-%7m5hCwzyL(iHsiW8B=j2;kXZGAHM@XfW)s>IKo>f^-
z=Mj)tPISy|t?0e5w{^<B{a}OIfw1e-%e+?N$Su@d;8Sj5rl>U{mS|9<m?pbHV5}WR
z#%j_>FoxfHc~CzOiYKs1zvg!j#03jK$9$pi+Rf)qvk|w!(8+WNcpv6V;BN!^XZ9g-
zqQXt~a&oMwZw&yK(bBTQO?u=5s%&N2v<jS?#H-i0yk_QCL0jQ>imM6vMb45!nso_r
z5el$xuj;1W%Pd1Lx>BVKWNh-_3UXUUsQ9rQQ74kSK90E|GtX)s3u1<Y;Y<Y)#_Ha+
z=0SYJVWYxj{I#_uyFsLE%6A&t@1|J^lJs;)I+I}yQ&xsOkH}em#`o^7#wT%QWWP65
zMeTDIN7=hZWuB3oK*K6xZH^4v=7{lV!YEHHww01TRYPAZO~z~gj=om6!&*qO{1dTs
zo+Q1z%PwoE==4wx9^s;olRNa(%2F&RmicGD9l$iiixcfkSf@ZWveA+S2}Cn9RR~*_
zs3ob+)}~g<+f1ei)k(fXa|aVWob_^~V1lpo94du`Dt2|$txH_dAN9NHYP;k!v3Tl0
z6(BM*cdTnR|5<!IT|!f*A*u<XCA+?ErtacHc62B|edvqO9@d(XGUtI?OnnE-apMdP
z>7`px5D=BbI2$MJ90W=u2soh2qaK`A^eb{}aim70zXSZgQ)qfBjBM;LU2~C!WAYL1
z9T}C`bpyl0`E-uW2KU$Oh77D=!_FCS03|{{0ENNyT6zx_{dw`vaZP@e=2DJ){>e{c
zO>O1a+~Jf;5OR22Z-O$$lyl$&?|~J$;LwZgOQm&cw(T(IC)ydYT*5DT%JLuxO{;N>
zCpv1O`3(R_HbKa#LYVb~VwuQt5kAkVf3*YB0#3WT`X*F9pzUo(ga{^3rTjEPW=EH9
zs#f)mNs0x6IBHS|&wPe6yA3xUO}2J2tg@u1hGioeGDJR|{0DH2YMxz^-MU>X5em_E
z$-2Y4y*nEqF0EnCh|z>m%rb~)k1~ighBfS#)Tq_@kvisio|vRNG<92rx(K25iAXn+
zhw~@`CuMNIMNdb6_!$}}Tjr#X)Vc)0$#PoTj)<l2=|Y?zEw87|B%f?)`wl<94ea;L
zlg$z?VZsy3GleY?Cgk8Wb|^bOKAw;f4~pbee)Ho~#4Q|XTnj}X-8%g>rsIx_@8RL-
z^0l4n`#$IZ0v#KHq-W?=W~by&3%J>w62R#{HTD7K{<B(P!dAP}69y(@id38wP}hK}
zP5zVnCiM#Piql6yvD1Bd{!)1-?+ifSUd-GUCS0=7!@8PMT&}<B`&vek@-r+l11!fT
z*K#(3*$rQvND?|xv8^cg`<zRxVIvib5p3}rGW4D*R5c;G@^7&exJpWRL?BJdy^Z?x
zpD1HSxu~$yw=C0mf(CBI*H|q4aleLAYkcr~>gk~;{i60k`~Y5ncg3|gzdJsE<|^IM
ziZ*Jm@?`z-HQ-fTyZGU25iVO!TCoXag7)z~<%2SMAmz&Y(%p?Ve^_99V(Jw`dzk&q
zGaOXbdCXYL+}axT(PiXqHHZ}s<dVccTdP%T^nDzA62-b>sE$N)2lGRM<XB0Vf#psT
ze7|ZZeojaZ>LD6GoFyUP?!m;(Dv-23Y|}YIG@v7YV|g+j60Grz!$>qEC6W%jPjTOI
zvsmhFW<-70VfnTqoe8SA{^HJ)bD4ABR#S%{St5j^BRNML5bgx_ClMtP`|ix5WabiO
z04y#1`;*9c?K1w|N#asK#T%!H4&`6vq`ola*D4i@?0@`O(icP{9zG0{6n$moGM-Bc
z+_iOnUTt!ooQF!XMSU+5&yFX<d{+cNsfHfsmy2?wQ58ngt{&5+#=nY&6;?AYg!1y<
zdbW;*E=gv&g&H-qU83PGQ(en&9p7K=6cZnBUx`N(ELJ_c9!x9TZdK<Dd$)I7CgAXy
zBpz12i!{9XA}B5OD=aI??CTf3ns;tQ_`b`mQGOySe&U(~bNZ(r99i@T7h$BRzR^$}
z_OwTxr9kf1&RZ4Jv<1T=Mf}xKarIDAo`Plo%LAjk(iy1>NM|qvw26!XmbfJCRK&T?
z^K&K%xV`&%fUKPuYXE0NGwfq*U)xyTT^oxS-!nQJKJA_XkK(u0SfzL5NY01~T)aJd
z(ar7jn^4qTus`VQ40EcMKPDE;AqlNSWuW2i8nj1q76*t+4ZDuiVVlU8WpBV0g*ny4
zy6qPX`tc+L8~0cxWw|}Irkwr;XcX+BHa*LBG(iw>lkjhZmiLanzJ;S|X4?>=ugjCT
zCO9r4QFw45iq!hFB*#uSHiL^$dcQ~i_9$hY4Ow1}C+{9=C8NOza$E!s9=hQV2Mr|i
z10{rH1|Ivdj*s@z(A>PvBj(1*NeUmrH~jwh;l0|zn)7(uy!*wcU7z-H%Q62-;Tqzb
zYeXV3@1d-NXjE;o2Q_{kE9L5zAC^xyoo$NKvVKrp`+<Cs@m}WPqv=~j<shATi-%4S
zJzM6C+Pef4`#~<W{#t(Bbg%}yc~?lTmv)SANoL?b$pKI%=9$_|=G|rbX4{d~v%8?9
z^oi}ek5+}ZU&!gC+XW#i1|TjY*3+Cl-E%@94tPEm0^OhI2T?Nc!y7-MD;c#@(0-|_
zYuS6poXOn9`d%U*l<F<&irkQscoG|PIZn?Kf@Ei4E`1P7d;k6AyJU97)Agw_(UT7h
zdltZ)nS3b1gVFZ3b~^cJPNJtL(HeSmRvDTJdo2-k^iVD6A*2f>frIV6OKFBVz(IrN
z!QPWwev8ZxHWo5s8TeL0U-{i+`C<<RdfZQ_kc5Za4W7w8`CNw~Uy7NCV;*?%e&)TH
zp0a$#=|edm+#LE&Fe#Sy|G$!HX)K>7qfa(A46HT5(=a5haspTbAKTY=lUAQur^UdT
zZzIb}dr%WFR*rO^m5s*KeI%b(2#U_(LgVploR>wadjF;y8B8x_Jt*BbGYsk~ma0~h
z==Cys-3*D>x?}v_e$gba8hAj=FwY5s&2i44M4@*XC=B1t?tpl*(P`rbPVIR)J&O26
z*D2E*ORLCu?-6V<zZx>A9#$?6a+a&gS%QFbC6U=&lFv~9xRfP6C!ynUiV>TCzj-iA
zGy65XK<BJpvG-q&mb~*2C(>kXg-y**x4r@cHBI3_Qc^c1UL4d`OB{aAv`(810H>r`
z{`0O>3H2J-_%v3(`R=xq&C)O}Heu8>k{zsPYU!4t$F!%jIfH_|UXpWW9F*$xfPolZ
zy3yEIE#6G&W9I<;O;P+wtrokc#;5udfm^Nuu_p-ZNwQ9_%r;?TEgMERdu;~Bu})Q#
zNH~SY2)VN3^T!Dv&>iQX-~dk3OTkeNP&t0xB2F&0boy_y<$HAsf~u<BatF3qft>*s
zxoP|mBh~}Tcg(FqawZCpX{SbMA<b4;KH8Mq{Xhu(K6M~da;2T=>gG~+{lr_;{-a0F
z9mSKSGiEAr4U&sOLI?I&4doBsEOIg}Cw+kPys#_J=>URt?xPX0h6`}-&$QLFlBA#N
znkT=|3r`oi1Y}TzONboV7IObY^5y-OUwyY87Mkl1j96L|^orF<(xY^<T+d9wH7-pp
z_n!h0j^oR}&IO*cWGRM;f`Bu_SleMj-uN>XS%>M~&wVSq<HDFqC>h~IqUmW`vY>8f
z7*l&028vkp&Ddc^JU$lW%*9Ccv&BY8o0Y<IZKw5h$7e}J4`PjMmZX@to*oX0^y2x2
z&|=*RVn!Lv>MPo!{`g;#OG)6wGs-#4MQR-Y_)A(R)i_YFd$0S~(q;SGMw}!^3eP0^
zI8&UR(kX8`Lkp3tM}X;pIM^5QltkWm{ajM@ZL;lw)1Sa`6F@xy036!4m`w!Fx4)w;
z&ckqWEyEy>WL0<)0OHqC31!dF>cbpTqcq%6D+mmSRC(@ObHpyF%t>5H!U88*#(+d!
zPr5c017vX$)@r7ZfnzZnw=JzRnlJ;P5$(}&uP@H)+S)^I2<DbCO=L7Q8@RF^wPA&7
zNbO76u%7ADWlyNHj@=-^tOLo<poxBr+Da%cetc(u2IBxb+W-kU%ucuk6)WiDU}k>U
zhN58yL9A0U5Z<r)_!LBiT^>?UYXkU56x1JY*r9k<Q&wzaByV__752AczW}nb{R7%t
zb}3B|wjZ6uqsPriae6YE2rS-!!pe&NZ1x<8Ft@_HZHZ9!<}?U1lLSFyS`(*Dqp-lt
z(q}s8)_-M=K6JUxxT;}92Dt&+noz|=t;yQAsfGMuC(nUI6_8twR>?5c(dF~Cw?Z$e
z`VD?-vf&gMqd_A)8uWMMahVP%#&;C$zvA~t`8X(t=>e7<zO;?O4&3S5p*mLo!VXhz
zr<;HJV5@kv)DkP2pKx0mf~71hY;r37%|1eX=jza+c~J{P0Bs_Yjo7pA&RW%mx^tvB
z`zqd@JK-%-X?I)$nxmFdU<jfl%;+oJ1Y+bn8A{7vup~N48=ltI{O6@u6@0<xEQ()p
z!ds~A`*M$(I{BMqR}fnXKlR;mJ)!&>znB;>pfLEk?_|wL(t<oOBu@>=qI%CYpMQK-
zuY8}&Cw%Ik*tt&6C{W;C8BXzToZM1uX_d0Nhr(wIk#XeypKY%TAC2u4H~x+lz2=f1
zU)%nV$iTm298dM3*VDV@+pCiB<=*ff0diBKk4=9#h^<(A$ivvqS${P8u4-W~s{E0r
zg2aWKLO0KCL^zaWg=J^#Y+4W}ys$&$xk=gF@c3Xnz^!TT?{zQi^xa_=32<w(N9Fo`
zLG&K6I5W3G*)p8GDuTXI3eASmWI7J$s%1;vprlpPNrh2U_v5=e#B6OMjla+8PwCud
zI#8f^I`k0=_z%$az_!kYMVNM&4T9Ck6M{2sAVskm+;RJ3h`u*VGoF-uEN~2-OV)#Z
zAcIBO9LZJ%hK*+ZdlVDCsL3k$f>`WN7V?E_ZN!&zmQ$0rglw%n`W-_NpC8eo#Z4RO
zfh=DldH-m#_i>B`FBJ`v!?^UlcW>FKt{M93ghro5gm~YmH&2G>?1v|<O<j{<zd`1e
z5~m0Ii~e4|Ef~0nSf`_UV)HK`8JDIRQLt6<@A;SHpE@>johmyKolGK+@8Bskc4}Fy
z$*bvtD=hD61!ivjcpRn))D0@-BWOT}=|I%J!E<fPNBm7_o>&;HL#R%`rq-~#)AJ?+
zS46>EGHw)`@wCFTz2N1-8c?4NEDm69c{K!Opq6Z)gZPGGsxtDlNkjsV<}j|zUhfMQ
zOO5AhZz&b<qo)Hr>RtLV&R&MyT@JWk*X#N5@0S#j!@V;Np5b1|M||zka}p@dGnTTz
zEt;01uf2X)99zI?tZb!DZj42oruISGK@A{OwPn!AGd*#8e<XV$-ff@z#cFBFb-4fe
z<hfPB+-E4~gKIO7BY(^*Vz&2OaCj4lRWwhI#4v*4p46`m!nD9A?-3S)+ILK=kcU2j
zT=Lo)vS@X5u#l9Xa2Pb``HEt(<5*Gn7vjx%qdQdBuK&}rLZCR$uV~Vsb76SYJN@^7
zn;9_1rxj&n^DNnBN>sUq6@{dz?NAQ+TQ&f48p)NZPg*NA87eYrKeKq=6v=AHi5Z$Z
z;j4tTB4UxddewGg*lf@>&tDQ+z9*$P-qxxZoDeG^c9^GGoaFqgTUPJ3u{MhxMmO4j
zVSE0^q)vc%#{7Ekp~_3u*Qcq|)gu1^s!t_ut%c`AGR+o;y&XMkB$dNqIf)|xhP>mg
zQDjQNYl3M?Ow*$$djQ&o)mFQ||03JIY!pNbh=0^UAX`RtBq5Ms#EgR5Xb8k+(1lSi
z&ehS8fU~;4B8;QX1tLx3V@7^!_goI()X2@Y#=OP$ke540DZ!o~K!SM5yCJAlsI=6B
z_IZKx<%~jfUIu?S#EpDaFFTnPv9cPsEv$BKmV5gLTeH}M<yV9GgTDbP@hoPjnW><m
z+{C8?3E<xz6k<7Kc-l-3Ng!J3x2$@akfUNJK^fO_7GB^f6GrnCbOJbAtC~q3P;i_F
zTv@t@ww6VHYE-L-FROw@4G~Qff|#YdnO3(h<&I!2obzY3IAA9PkQGM)%ljExhS_4S
zjPJ-;!%y#Pnany3Ij(Xt5GNWTXpWknh#hMurIiGg%abHe6Hfx@k?LZ7qip&kH>?q$
zz@|#2Aghg?S*PGXz+ELjOB;aY5JIc=dpOjJX`he9GxvFCsBQ>-Q3e-nk#rg23q8TK
z3V76^yyFn$9kK=!OmS7TX==?6^9TY-I3u83O4uTrR%!8L9<8{hdJZ<?M+SIlWp)!r
z&LE5I(Q3vL-I0_nf*Xf!3-><teCV-sa5aEAjaoA8v%_eTu8ngmw8e^wR(rtAt)wWp
zDlrS|IKkNPKD8T+wh;)j+e)}!;&syumQ`a&Qe2NR)IT8^_emKvdc(KV9e8{j#sK~;
z?i&+;7r#dst|Tjt^o{kT8xaG8UV2+AFF0ex9}AiNrq<q%dH;CMF2MKTSDM#`q==$p
zE_;rHUWe+B)B7UolJf6(oravYMMY#EeBOK5qOs2Adp+)R7Ksx}huNAjfSWRlvO|>R
z$~}y0RGT(CR&z6hUFgeeZ_**-IP9_Xf-AA^&a8CyJwmHMZV|?tv=m9)&Q$D$Lr=R9
zWJTh)7`yd-!IwK>H&*1;r`-Mnd{2nP1cSP{nrN;p{@25#7rowdLL?)O&8H>j=*)Vl
z`P0a6KV=#QqjvPk`W)9im7XJXei2Qo<G(3qv`v;PU;@MQ`_gfM)zW79=<hd!%etHk
z*nfb{+s7Z;{{tk3d;V%Cf6nt6kTzSpz>6(|H;<>FyeR@Phw4<{uIGqaPh-0BSkV&5
z79+4AKgxM17gO{P$6<LXH8u7eTV-wsi=epcAKrSSy@d8-ZhV=ucs_av*fKzeMs&s~
z+O)R+!&5FNCTTg}lcS&Z0%%dL6xq(d@X_ebaT9)o&-~!&AMq$A8qW%ks;sY%b2+0M
zS*ml`58%PXH)QpJ^sVl^$y#OC%Bqe{e$au4H4>&nbpHpqA?2&118S!7=4oqoV<@os
zE6iGHx4L>BA^-0w4|U+KQKOWvB`3K%TecQRADFe@;B|PTwX&JJFF7HvHq<Q?p!l~m
z8I?huu-e}9VS^#H{~k!-)WdIVmtSpIr`V6_OO*?v?iEk;Am~ji@CDb((E?JbkC|%c
zf??0|qMeraXtle}e!7|qvLrkEJ!=_(lQX97*1ipC=y0<pa=g+L60C6oi^C2Ptk@JU
zR>0R57A+*o@&<PslD}8^Cooj;bx}E+3`}iEP^AI%BrX4orEd?nL$<kUD_gI4w>r)A
z7$MF-Ry+q1U@M;83V}d{=tha0qZ)dxhqf=aLY<Zod9-87#m`GQjrE5-wY2&%IY<pC
zAd<_^fB9W(F5rBoC#zZUWqtaY(CYcow-1Q|cor$k(NfGp!>A>Va_8jr@#XDJ*)iqJ
zJ8I8>fPE;4WbS%~Y%2GWpiq?H)|G|>n`LO8*hEY{Y?k&9mEmjQy69sslX{}@SKZV{
z`Gez0I34bxp-eum@~)FUI)Jr>XwAttW^R|2XM|PAGgP>yL{5+S8hth^sy$~%eTUjP
z{(Tl5n+H*3q!6`d(z5Q&_#~C>=uq~65l?4uA18kbYD8x36O9{qn3u3RvoM&8WR_f$
z`l-)(*QD>19?cK0b4gK|WIjZvshm7oqg;z>WB5Ebl;m<a&!e09%ALGJrzb~e7oC}P
zo5sY-G*&=A-seZTRosp*O+aKCg?G!=MMU^F4QbD8Q!%2U3zk4q^lzba{%}b`_TLh+
z_PTZZPBT4!Dfqf?7WNkaTXjSDW+9SR`1zb^#<cU8=2-2}P_ArSYM$&!&#{u<-*Q$4
zX0mPVE*wO851Uahd_yTImXBpXo<#<MC?b>zZc|u!rd%SV4!WZ^>O-vrJsY3$JCun*
zZUh`ouUS%h4gC1}<JRjHbZl5Jh|cHW87t03A_C9Z2)^t9rG{{}^Gh6tzX>lZm5G?R
ze*dPCz;p4H;^Vzk7P+=uWZts{90-dS-vD;_X4?7KCiDsJu_KdHFk9%a4WD4F3XRGy
z{WiV^bhMV!ikJX3Oqf(}RK8k&cSxra@P}39!_7gVX!aEwA616*FW<&K#uiX2w7={K
z@7;=URa&!Upn9stq7k|c3pjeJ&cu}@5lCZj71zJ{1Bfi8X#4tQs!ns}fj#Ndqn_Y%
z7Ao8Jt<z&>k6s!<+a80WQgl2(_ATDCrr3KeiiSn%t{RZx^I+@7M7*Y6%)rzCnf<h&
zfUBp$lY1lSpPu{ZIGFZ6zTi@wUweJsK3FPn<pvhf3uLmX-`Lx-6kfFVk6*r!$Be1o
zw&Sa5c8>p@8Oi%%)|A;K?}<4P$crW!BEJc9A~WcC0f3uNUwehA>bpA788_jF3S<Pg
zVNRbX%2O1-{^3`iC+OP@G9xx6b;p9lfB6l>yaSyzP?6L&ylzg!K1R|}o^?JIP!(P<
z>@9vQ7XAHibc7}vsw_k0NSx>8e@^?=&Abt1L2r69<%zfI{CT%uYmC3dM(dYzPk_qH
zEqXLCjgdu-7H0M4-?L|K0+wB<^}p8tR-)T0V{i8{(<*bt94?oXM&%xpeW2pz+zR90
z61&7vbl1)f7finX+9I))CgArv0n&#zLk1GqO547F+8fycT9EHil4a9*!)9Q#G$we<
zSOwl*R#>>l@{hee!WXoMUMKJ0D5X?_GV|lXlN(3Be!j>UEPVE|P}i*F9bHGbfFx6c
zc8orgoraJP%#~L$Ue4`@<2Sy$H+P%ML;vI{HYGMy=X1|bRn4GEu?<$Ty*Wx{aiY&V
zOQXkL2kanSUulZx$atFAF(-(xG)n_7J3`(+BUIzuTaF1Uc<K?PUaaP=NnU2nMP}Ve
zLEh+)F=Ln%1IITX%qiQnjRG6AfoJ=JlbGz)HZtE!hxHV$WhU1^vj3gT0r7CrF1KNd
zdzEGK&_p)7F25W@ghTR-Od<ZR2;(JxV*D%7ZzjGUv_y7oTIzZUaNluV<9j&fepi3m
zd8HnN@*DE3S)Vjo=#qH7xJ5`y$FdertjQoSKQ=>%>E&k7B9c)R5^ZK>8XM^{Zkm5&
z?^<mtr^N0t<)XFuo;=OmdGmb4gwf{nzw_hcmk%O}hc17>kvXqZ<$C}ekEsU>H=ino
zZiKck8SxYo47PjV4bOfZ^PPka>{OLNz)itsxe=;1$)ypsgUFq5X~4bNqmN-tyOjdF
zWRuzZM3~3V*K@L@4TKKkZvG2f<t-dfvKgq9wX}ic%yTSyCcM((AcSX?1^<!xVJn}R
z)Z(1>=q=B4Z|Y!kl_~j?5nxT<bwm{o1>y;URVpB`opKxFJWl8)?a}w<5B{R0!DvC+
zBN{{ZJ>~1ug{Bo8bR4F>gERQqI_n)X1rGKm=ww}Qb%<-e&B@JCi<?ve`pO&@arR1Q
zTo!5OW!zrXL$_;fRV8+ZK30l-vZ;0^7RhZ2vX((i@dOVFXl~5G4UvdeQkc5!e1e!>
zmuP46PyHymOvCErR3&?yoD8F=!;X1ZzV@6sm^x6vmvz<yMJRvdq=f_qPybCTwTz{f
zC_2gOT##hce%MSlLy%A9`il*Zo%n^Tp1SBa{6!Julv=YWcCMS)FCnP><*1JTJQOgD
z>v$M+LPHv^%eTiIS=ZXxwajdd=IG<>cWZ6_$S#TESu6~h<L=&Xz)_lI$s%Ikl-yVG
z<4hRxf<Sv-CLcNiSe+H$k8pR^EcxB8g6@f$jmu?I>H(vbXk5RMLLa&hME2Zy9#$T*
zM9jBl@3g%uw~x^11&GcAQ|;|ki05{2sWEQ7OQj9YozRfK&_3G0jgaffkN4%dw%jUp
z@N&|piDO1q6^fbfgjQY;E&HGMmFR{1IuE_9n2y`uy5I93K$Xr%ga%xv@E@Qs>WN=}
z!CB})ET<DW(dO05q+Nf#2tsenL^+?IN1!w7HO_8gP_|myZ7GSHeMbD8^0Q}?>lu^Y
z1chC;1K%>}l}O0p$<(TAm0HeOa*k9tl_d-~dO7I8;>$o;&0PK<+6s*RZiT*73tV+a
zW?7Jt!OK-QF>^cLBYzr!p!Kkh{{X<6cIw~_zptUshjL&;Ig0+-U?Aq21G{y9cl7MG
zf{X+{+ZgamN;S;wki@SQIPNfuo%>RS)Uq)k)n;4yj9r!2C@}>xQOx)5iV!`m9)50+
z&oPGPnc1-JAh5luN~=~@QoR`dn9%?Iu*%xFpLIWn)<^K*mp=X-Rbu}E;6|IDw?nP?
zE>Dls$v@Q$wfqq~s5CqoSr|Vz_eh2jE`QgxTZLlfoXh}xh0vo$*(o>P{y`ozk`-sU
zam{S6mc`>>jAbJCs=c>AIx^qCQni3%3>#Ti>32mc=^V*|NM=1s=+;kAhkQD~6SJIF
zm`Y!Vzv!)ep6jjPpj$(%%gC&1vnH5IG$%S`_GU{mr7Q0jpPXhGvy4*Arf<wnK6D$|
zb**(LL3IJWO7|KiB<ZQ8zCrgWMCSoqzT@lcb(LWQ*@Yv$mK<P_E5CO`U?(s|mZiZE
z6AVC=XJr~%z;eZClN|Q(ad}U?8h@BnbF7L+klg$|CS^6l_^5G9y$nlAnl(+KkJK@O
z1qVE+RoE$7%}sk$SO>~SJzjz~hOqW^V`s=SoVxFNChL=nFMm3Gf1cqk<O-sj8U(Ao
z;X?M^dSSG5%t?36=bjL~1By*k!HzxK+>967;YpaL<Hd6uSQsmHv8rvQPfa{&&P7d)
z<29%$5Ok={R%Zkv-I$)0!{O_q=iI~JV!6l0?&M=x{>PD`k%=P@XEW3JnK|RLl4m%X
z+u2}B0#0O^F`CJf66WxAMJD}U<)!jTSM5e-YG9BloPyQN<Z;5Nzvi%6;+a!QxN1cX
z#hp+ehS>?&Prk6&c9xp{_*%7BY+J&bq&%63OtEHIfdK?4o?3G+36RYo0=drTlo%iV
zbvSI1JE!Rhg@VU@6IJ2uT@QmzCo@(38ZxiMzN9Y)Vr4D`NR@<8BK;w7m*H}r)g<uy
zqwP_P3Y0<s(ZTXL$ubgbj3>U5?bVSI#@0wHup%?!jhM8c;M9HpdSz~=7lUptlM7}@
zeK;GW5{ewIHHgh9A7=`LKtmi3=|Ue;#1#6m%X`1SIu%S})@T7}Hso18Nc9NiAVD}?
z=f?hB)sL%WRUN)o9=%jMeL0ohazWa8EH`<TcVfg|KG@*p3LL1B?z-?;Q48~McbS<t
z9?vv0FcJ0uE{CDnoX0a2AbAi?&2N>nnC#UnnP=`o?jSeagP(u%?@hTSQ-vpzWU2cc
z=4560xb|OO3ah)-Ye%^oE$)@R37B$VFZopxJvDXmu<q(5EEAgULNkAzF+q>?N{25N
zG}Iqv04=hd=U>#z(l1`F&MwyOlt<I-f+9`H&xV^<Q}<2xP0mL8mC14jd;c)fURMy8
zuJVHyv*Y=`N48d0aKrpgq%r22C>n{Mo1B=qqoB(JMZ*iEx|~Qo)vu_7M8$OANs~r8
z1{^{6^Si9kP7pS{QFb1N2ui~yP%g)QiPmI(#KoIx`(13#xev%}_J4@h^Zx+<s{R8w
zj*1*CoH1YOL=^2R-!+;x%>DL{;=M9_cAsF_`}5+jdfn%Qsfir{vsP{w)oHpYzwNCb
zhB)J?z$XHOYNs!FR+)Bgz<t9Ck%>%$HI+9$e6CI!%}V+**M!Oo0FM(&gxsBnt>D?6
zp3MaRSz3rOJz}Pj<ud-^#*@p)$PerSj!%}I7w$X^6Po%S7+!tY_5Ev<+uK_4ow*p{
z<Q(cfsd`o;1L;(`>)QvM{F+mv3>B;1_WbsC{OsE+qso|i`t9JGQ{P`%#*><4o<EqW
z8I)rfZR8*Pt#DR;<>-gt>3A$;kvP#ZY>mdi6-Qa??Hw_b$g*y6)o*|dDaQ`w_3c09
z1MYsEvi_zE38u5+kt`OFc}&?~qEo@Orf!a#?)=g}x_`f^!1`WvtS7`ciiM$U_CQ>J
z^ueMx9GT<}^F6SD#?G(pN{650IE=r@T9V|TVuqwU_Bhw(?D2W=Y#dd{=-0k>J(C%!
zrfMCDo)5|n#!Q`>YSSP6oWQd_5+Xfr_;Q2$d8{QMlK=M+-ohpfb6Sw^wa<Q3gS`L{
z@5rvDi=K=$z-%+bhBrFj&#Dz?%H{CtPQXC;C$bmt#zSQuixdg7g^?nI#0<uE9x*f4
zfnclY+NO{9Ql~MT5on(P(#@;nK*0qFcd;bIJ>!~(wGN123Ih-Wf0nsFDz^fT3eCzY
z`fTI~$!?U<!YBY>5o2t0FXgA_^63q3F^+79VKYRx4xO8bo4H@T8lQb>4P1Q`NM_j4
z{)55Pmdwm~$Qt1CvzY*v0#&chWBP1a%6LgK>a1nm|IliVlLc0en{&|m101L>LSmz6
zX(W}n{zpZnNs}5NBXPvraU99%T@jx6&6Jd1+=RUCHiu&azk(b9+Z~r`n@NHlh&2rg
z*z3SWz@nyW*zlfm2(GBf!+P`R++V6oIm+x;K-I^=O0aSn8wAs;BtgD^b87ftG1Tp!
z>NuBr((al9!hClj+EIT5S8{d(#wR|;Z9iSb{!X@#yJm?XY=pr_Mr5+t2dOO>KQFW(
zF{K$5wSE_5AF0(a&J=<q;+c&bOznaU>Ld*9zPx!ATF!kvtD`$v0IXQvQ~Jx6x2{g6
z)X3FLN19p*DrXF9W~F4mRyLCP-JX7%2FCh@S0Tq$e<}abLkv~Bs!h?yA9k2b2cM0C
zr+`mCN?qoKG<9A|+gw~&^(NN5_%;#P&Y9af>^+z$@xAco1jDukoKTB54o*}gm54<v
zj>&+ST+>dZ69P@~{zK1Y1JblOp!O2{(c16e-U_$QPC|w+G-}88Gnm?_a=j(D2Tpz0
z?{ap1jqP^%x-j-E(~?t(j*QbE$=arv%<@0c0%v$JDCD!(-r>up$0e@IP8T6am8BE|
zn=tRf?TehylRu-qN<Hh6AwPVsZvFmXzHun$LA~}!z=&;*;plJ&>JuUyGJlhl?zc5D
ze4LXcI><pg^4?~$@AR*fRM4ipOqv+WE9`4hZ56huhJ7qgvV%DQ^fs-6d0o{8Pb~w1
zx7qJkE=lOb`TTvUrc6E#FX}4jyC2bO>r>Oy7Dls}idU(*%V|KhVme&mLfPyX?FVJ7
zj(WVhxV*;wAl=MbAGt%@doRA(-pTHC$-*nO3NuqdZM{x1XkE|DFPa-W4cApnX$CJI
zktIC?$_B|6(c{qFtqIUQa|`P^&kUN&!H$P0hX~#sBW=;Ks($COoohhVRy~JWt!yg@
zjeN_csVvDLAA#a#CHcSazDf&hd(p^<{>sLx8|MCYV98^JU3{}Ghsyg~yfNAE^l8k?
z&rx-Tl;N_+7{V1yMem<|LuX}Y02-|~VZDk5WkvolpFw|`a+o;|58zX1<+}Mh^W))B
zud_MPZk)q`kNL^3uXr!W?sV4gB&NRA=<sgKN8us5TpExLlVxvxaA!4F<cU<di&!#p
zhS}nPT3jU@5)jf_V%o0w@}ap|nKoQ27cm^0if7x8-pGogX;>Xn^V^LyDMFi@$JaCy
ziF5~4w|{4GVhM!>8Q)t^H~1Hl*X5NI1<>CXaa!)%zSYY47oEp2gsEsYa&yeIKuL>^
z@_REwl8~_dA&4wC5^`h_{SfwRZMmm*|3O8E6#v`@-A#exno6|1=l;S~W8#;YY>-hd
zu+4^q8}D)tpcQA|skIz#0Y7L8!<I}<G(ALG)?1$bazX_zu$1L#PW?e3fWx)cjjS_<
zr8u#>u2Mc8`3cl?vBmoR63SXe@m)P1YAy~hwafx*Sg@p~>f3{&H(<8z<z-s>g=*TR
z1T5GckIN66!qJzgJzvjo$>PsE`>=CVzf;UMcPi02n;W9(yZcN*-r1i6>T<_c*j9gN
z$-UB$%qDHl48scFE~Dn=1POG;@L8dcn`Z14_Ws+qvH~x8KOA{k5NtsMyD}1<JT*nO
zwvW{8<tk?l&0SysQ54CZFq9=Jo+XT6fg)KX=`?l<AMw=>LbEev0?eEG&7AbIa1s(U
zqK0j+RamR@)EBu%{RREs?BD&tHyT1?@<u1{M_qBY-M?$Q-zt<!^ps7~7N)0R{Xe_>
zOiYy{5EIT1!PLls<*vfy938ln>(fWZ(@vmK#a+0d76XON-Dj3}$Ln5^&*j>F_rsZq
z{o>*^GG53w`y6=U<Zzy;nVOpx5sSzKllT6#tl>_v2+bCxH&`M8LXV-$K;iI&WE7vc
z3={2STGIXa2-8c4z^7&0M%Jse?=BiEc57<JGlQN^^4^L+Et*lQ^&4>Dx0yZ3sX)4Z
ziD3_&7cfPC`F*bMyGswxHH4%E+6G)x%;PqA3^7d&oINSHHE=&HjB3{AbOc|&*TYH}
z6fJkiNh*Hjhe%J=tD=q^UH-#8eYAriLf6BT<q-kl$P~)@0^$KbQw<@R`|FH*pcbuS
zWb<s$LAc(vjNE^AGZF4JJ71^bZqz6%8IHPs^40zL<ZLx(+x*QZ)q)!LR@kMA$%4py
zYbHKrS{?q6<Kzi)UO}#6_I)LnYt*#V!u}hzR(zrnXD3r9aVkx;rXqfKG7TitU-|UT
zI8iG}Tob0u%v9O=x8VJI7Ko|)CXm$280y)2rTghXz$9|QR(Q8$zb8JZed@3$tZ?^7
zt%Ul)^*Q`ia?stg?1x%r3kI%cfl94rx)d|_qiQ1KPF~hBy*Ty03RpOC<QPa(Q=c(R
zw+M=v`vLn|NX4;j5T$h#XzsxFS8t)jg8QMx8`bv>hAEDrFA-fgrQw5NH>OuiE5225
zyb;}Q^+%CQqcuPr`ddqAgon#WRsRw1^Sie`_zqbXQF|4t^9<~mNHv8tTg=Pz&L{Ib
znosu;ryjNlO>1ZZ`&eR?3>rREq;t1~!GtN5<TD0=zDZ?*QDbKx9D^(Ef?t$0b-S9(
ztK4l-@GDC(sNS=dtC;Sun3q>pb+wq$x*E^1m~XXJOthL)C}KC+y_l~dPVOnc&C)BI
z-ag5ER9&23Q(gov%QI1UNINih=f)s-OW2yU%aJLUjj7EeWtT}yK3Ia0Jt%@NUFJmf
zJ5zAtTmO%zw~lJ^|Ns97j1FNSAtB%f4CxN3ksCcmgM`wO5-Nf;j1tCZklKLJse(#K
zC@EdijUWgT3c~BR_xE$o@0?v{|6YG=&*$^H9{2n0mWAiQWc>$7Ma~CI-RWgv^!93=
z`!eFm5hKX|ey$@w<&<?&U$?!TI=P;W$Vyd#-_I9|vKKC|$rN=>uFBNbm1INVSuz27
zf~M|g>Q+bGx^1)llV~z@xacOEXkJA2z0R)hZOanaQQM`8_qS~OO{;Pt2wvW8a<E~B
zaDckf7PCo9tZE{FWf#LExjilB9#pR9+|!gUU@9WAZNq5v4zm2MjG=lsbDr?HLC_HN
zFK=n1(;sJ!EQefYK8yNS*fon)BCa4>9A<1H5$Zw^2o{Ork|mmV7<%!L8akwl);xYz
z((8dmX{j#hk<-R;)V;%2MP;MUej0$-Tu*A=ES_=tr%s{SYqSSb2bw&=*AJZ6JRewf
z;NHfEU$Jd|@1sc&EmJ-GCwn*>77`_JJ>voR`1YQ}^QP|B?@$vH6FFz@e``*FYT+!b
zzi9wP=QOa0<fBPt;kTYOrWz&{WEz*iOG50=G{XS3)93EnK5{ccjA>z|Hk%S*oVIaX
zPLE7KT4CzL-?TkovUWD3OSC<t(Y$rdDUJCLa2Q8Vc=oti97?Ozr|6XFp-xh_I%L+#
z=wKhLr=c_#`j0P}D}+-vKkNHS2UTovSQ(!%^#^hxkriD&D8+~$`Qjd(L2q$mx~NnB
zf;3=xhkv5)%u9BTH8~)xRO9en2vg5e+cFJW?83FRIEgn6&c`SIuecIt`=n3%!$7=n
zxpM}#T#xOa6d1R1y;;ojVxN5=I3W1==xit?NrR=tE30E1SOQzqg9x+Ef7B_J8c&!3
zlYED|`<?7Sq#29ZC24_;08;LRh2wZ2liT&itvB@>rg;IqRo?swaMAk5O-Qcze}=B4
z7w--mO{jZ*Y@&8Uq17yBl)BUgizQDEtRnUlpY+S-ntcYO$=uBjq2m8|sno80_oH6E
zpv8SnaO0y)N0v&;DWS;Fk3vwO^*iT<C+Ge>&%R}&XAvIG0p)}GWWoVvN)K(7tev#L
zNsLtCzo<scjp$K;qWG$~pk|Z_!5)LALl9;VNO?X6JB-L3j*$nZ?oUv5SsPomwOfPY
z=?~zG9u;*=?-clVvU`LH$3Sc*wTHtaWZGQ`6ndWep0Q&kk#!J#XRoD|rCRC-cr>kH
z13a%|^JX-x#DA&BRs)3aS)aY**RZxN&-AQvrteP@gH{%s_!8^?G5i0=?HBY8nhJY%
zvc?2t(x;eGd#z%{WBR{@%l|Gt2HW3%w6t)FKB{f+!pF3q)H^L2jvQRccZL<4@Vy35
zT+#lT`PBtzXnt`K_o~LE5;F_PI&)j|Re7S-J7tt*vMHo5h8>0p3{hH0ZIkmR?P@r=
zdTE_ce1%zpL-~waMBz4rSQO1~@_TcX{KyzyMl1$Vs4Yxhcp!4ufs=A$rv^#YY${+d
z{Wx2Z+E40wO(h+f@DFP86B2Pwo6|z!Tq-u0Ypf{nh__Zqq;-)0NrV2oW5~7!#TKz_
z{r+vvPq*)S?XCu}sI*o-O>JH*lWU_slh*?#^Q30BH6{)iA*{%?Ex=V!(yR&z{9HO}
zu1F$nA^Hc^lnve*c~)`RgmGxiYLFX}q*2}l;YfxQx4hE%sRqndzPZTR{Q`)KE5RXi
z)K5*toLkxuG`if}G_Wy*MJ6}}76}ab$Yepq_c*ybE_LVi`?>Hmt*`tg>PO)`tx5j_
zD&4b~IehK~>MQbn*eMqUh2IL}XbI!!U>pkyYm@Mi?|ju0kR|fd_u;N5h!6pxwn000
z6LVa>8NQ!opBB%IX$dtyJ-xgegUa-j=~PSOW&E;I!W5)e=s#z`p$2M#M&I%{;CLs{
zld=|-Rn|-^m1yFd>zOUW_IPd>88jCUL31{;Dn(khh;10r|GhDFOq-=!Rl7HEbo5K2
z_iN6_Vqv{?b2$^eVBQ;n6%*Npk5W$}MeqXUnLcXiW^C9GMCq=^hNHK0|Cn~7Y0pZ1
z+O03C`P%m&pe>flVFI<&A5*9q^(q&Zgs?oar3h{PDa@kwhZI!iZTr>)P{`md_RUc{
zp?gu`frj%xJJ~;)x6Kro@;q`l@;tS=x>$K8%zbRVZaFOW+o1_&_)(W3jerY!s8d`q
zBkkOAA_NtIse0b5&q(@%RDHUr853po_M(%KgvFq`A~*kSDa@jLNGi*Dv$f!3X=d>U
zD?wg3Anq1PwzeYTpsHMtPAYK#A!eln+oVq2`U;_T6uV3}b5Y<=RcEEoD={p;ZvFjm
z)2rN8I>qf*ZwqpK$eGG2W5J-|{fNSF^YZG6_t&f%sWNNf45ZXH5yn?2>g5W|028F6
zmD#ey9gpMX4F1v#C>iW|@^#tai9V{e$&&9Qb8$o2)~3Qvxllc=uF^pRf`?n1t2!d6
z8BF5z$4XOR-F!%K)}*zvAt*)!Kpug>AOQdh0G06rm1`zP0fW5=0;s&keHYuxumjjt
zP>Y*oX_Zq8Dd1V2!bfbn!}Z8U$D0*u2C>*_{cryyMZ^r|F}J;`5w{+f9+sYr4AAw;
zDP_PumN0ul7wJCxGiMaRVE7nNM*Y=;0oL=B0nn_5DiT(X2mJ;^`OG#+VG+)Z7OciC
zB4jCZQIi76!w`Wm@CT^%ws95`p#QGH6;#TBA%W=LSMG`9kaeP|DAF}A^wi51_A@w9
z*JtK0M&ywu<}hNYfyxP=3yoFbH(+#Acf)Wj7$joV%qk~hxcp1&H^0dsv$eq|(x&o?
zc?NZ0RUsgYqmWz!tClZ?+?pIOw?S1+wAL<x2-tw89Ii<==#ohBz#^$eiU*0@um=B*
z!+qbA9pW0dnbF|Nf2pk2Nz9HlApCymddSu4jcuh13GK=k6pL*BSfoPRG#pEu2UN3(
zNO0^7WHq~jBaJ0!mm=RcN7;GN6cpM<-*kNVsfgO}j{7+JZv6Y|FYRVSb09%mkjOY?
z^T_ZlXCVo`;ld#x8a-SG8w+qC6|Q|=$drhS+1*x_$nhLS0$vuQz>Ip}*jPodl|-^g
zap4vEa^>qWm-7><jo^vJ7^WwJ&SvG6EPAEodip@Ki9zZ`yJ5skDGA@;V2#)>obzpD
zq!0=R9SB5DLP7-p_LkOE*wqb)sQYoUQt>~luA2H*K>aDJ_**jt4}HB~;&73wAL*05
zW>QVCsHcfuM+9c!CruPplrcyd&7;)I<~K5O_6r?Fl~oMqrM$Dd@PyWWrSRWFQa!M(
z$&FT0bKFKf)e}Z-pBWEut+wYqF_(f(T6Yv}z~W0VRD?wLHz}SJmas^V%$_Co)>@E!
zMt#NTp#uiz)NwXqu0VidMQVZ(?$(g~iW4;%)r2+7lyIRL#t=LhmcJcm2xZ>d21v{m
z!g31g3|q$>zDD<qKc6g$_V%Xq`{NfS5Vq_IDR;`2(6{Cz7GPirjbBSS3_pOr_fhdO
zz2Eq8qgz0YjA)GvnYDcX{%n!2@MAY0vS|ov^Lgq7FYNW!f;m%U6k%)aVWpuu4vde2
zbX}gr#SRJwAqF{`25lln8lM+dr5=(1PTZ@AO4y$)QSg_$!s_HX+d3}!A0kEbjzXD`
zRE_!|5Uz%tk%h~36`2XFO&v`O=H=9?vg-x0#)6}Ig%~wvHJ|b080G$jn-EuR#{aF{
zpI*#R@e`31{LvfBa+4c9&xi^fz6g<#@H<b8>vqlc06xh4thQ#db?SK8!hZ^%Eo8w8
z09OBCC3^Yw&><P7;BbHgX}96fnu31-`*NyLvHP=>;)LD5lqB6$bPP;!X%rE6pkR_E
z;4A&H@U@bgB;Ef2;QOZ;4MgKg=)DsMxBmcvV|BEN{{beRW#4?8d9^H{19bcU6GU%*
z<aXYTan${tB7fNKutyBi<<x)US-Ii<SwFZ`cKzF+B>DqoWZj{I(ZhE~=qMu7r;3(z
zN0UIODElcy1{Kkp_HgzN8%a*Hd{KDXXCB_jGG8x`PI}shRO$P(?4EkwcMd*Z1u(&)
z?neB1F}uVlJAQicjCpxXYh9gE=hOR>*a}<vXRWPIE8=>#%ss<qyh7Bo$Ol|c$Fw#|
zRx-TKV)8N1mPJq;(Tm4BAC4OvXIC^9jYD=F6K}p!B8~G^a=*|&>*EcHqDn{`y=!<a
zqovPE`3Pv)&=FI}Fgrz|{9JWgY?V@A@mWWHXx>-?FS^QBf$U3x+geVTj-aJLmhO6v
zPEa%2T{vjiB9bUI1xBE{?D|`&QGMk$B*>ZK7zi&0FVuigpVpcq`50VCE~=)}kYS2?
zHRFaCwwZX!wHXRxBzcrM)qU_6YttjCHAN^bR?KxmR-<S2cF#EkZ<R@n*kokcoV*$5
z8^~34ozK#s^5ZJ(dS?@X3IStKaAI8rV+_(SVh{2*xLnAb8qKk2%_oI_jXyWZ4h7pB
z5x|&j5cM6N<NXa*#_vCc^b3G-n;@eO%?&1yes&_Jd%d!pD!Hd9{Zb=Gy5ncb3{^Qj
zf23Br7m?)(qW0y~MwR*XJiJy@o1m(re!$sxRQzjk<uhrq{H#vrmb>ZES|_XM+Z`j7
zaX--K4cmO$U++8pkJf+|PrDb>6n@{BP~;c3wuo&uioTLwmF;MB0b>r0BSkAnzGWwy
zz9u6oOe3}DB-#Ehb$LJc?P#Q73%L5Ztj_A?<B)97W@ZtFe#*MAsbRXf+kgJIdu|jA
z*0;@gyyXlR>5>3{YKoVej0DZs(KfEy4yU}7X9^PSa@*-&T6`&!RHwD)BJdcGpdDsf
zphH8b$sbP4*-A`Dr^)j3!cARK#1Pnl^~=uX)#stfOaeQ(Nd+ZxQ;i+P&jXI*1#)|a
zi}+2}@tK(C0!Y{UVR`_j050v=2c_cH2BIZ~n)?;ayz$M8yFnpD#U^FTm(Inj*S4u-
zG1-9k8@}4LN697pxgwUR%r@6_Vdt-|Zp>y75zR%Rd^`J9C_d=Hz^0N_c_D*cs1e=i
z7Vn%=cD^kskct0?-o(!0^_Ok_*jneF<p=TIM;!kFeo*V))EQbqAIA(<=;;k_R^~;S
z{|UhHwSv3zlB4KycNV~}xJfWu7`?PXKBCAI2fE8k9?AM?0DSoTnZ#_*1{tG|%!wM-
zEq1(^tEI{YJrj5a6?L9>DK%UP(3|*tOc7Xm>#`<4<)Odm*I-;|((e`~-xn$e`n^A*
zXfloU5Z;fs11>?mC8AE{Gm`zehw5R0b9<Fsfyb%V@l*Wyz+O)XLaS|(H7}GLDy(tP
zH__DSh)+8gOpQ)SoNt;K&`P6al{ul6&I-~uOIm_--#9wc6yA_MK)huTlt)g*1uUco
z&nBY=k(rKmi*c&Ke-AH`i<V{Sis^9VNx7)g6V$idW&}1<I+a&$xJ&$~l~tu>cICUt
zI>kSgnZqiGfYw$e(Sjfv=khoU&w^ux7|;SPLfyB?^$IZ3`Z*+WfkGhe8mhKXiO>c1
zs&+J5NZJ*P>AhW<bUfX{^@NU>U<t?wWq$g0=e@_`rl)pVqHruJ9$~{swvz+INvHoQ
z$KnUbquZQE`|ln0eWk%}ckc{Ncliyv0+)Yw_ktA%4}C&E=FLuAevq-B&+q<Zo6*7~
ziTVMfMsAiw!Ec0FO6@2RCa4MqxL+E3d;m$zWQoSjF`sA^N^m=LKMR==916WIUbRmv
zH7ZH^MZZ-3PRTanSwo|@h8$#R;mF59f&VKA9PxCjILdn-k%RZ@hGzke%p#W@2P<5E
zx<(xGAbEaPG6y>ACohn+4HiHArNP|Wu0?E{gG!y0z<i*dgCF;;xw_!NY;7KDA$R{O
z;#4{lxfu1M0@x^qMKsw$IQ&-wMp~F$UCXG*r374+&NBuvL6q|_#`-?&>n9C#_CL8>
zT8KZzmgutE9Jq$14C(tkj)gBJu}=Zd(|<*f>dkt!#xofH{gdt@TqcYm1mN&+|3K=9
z_ioVKLNO9i??d`LHfvcYUbO00vib7ztRPcCnKrno7*Q|WJusN1W9Yl&`uog1A7IZ*
zFB-D(Yxzb(YifEl3!a6HdPU?z#e%b6#(-HoU(tGZk!YABsiBnxn4lq9kMMt0j9Fgk
z&a}S4XZ0$*aD91I+h48MV_MVZ<|2&kxj$$cY4Vz=CRVGi_Ir;L!9q(~X*!$P6yV|~
zdP#dgE$tOopA(1K+HxxX@2h8}m?k|_>I_+UrbO1DG%I4-$*~;x2?L+&pTs}&e;(AO
zXbo}$HUdL+Y`!&zbBxxdoip`XRy<FA1xHHS3Bhfl&eoZ-T>&lOw@EcS*K8ZS7j^j4
zndrYLf5=+Pkyw%JK-vdDiml?kWg72<{5rhY^IuMJEEFhZ_fd`??1ciSMzz`!?OOHo
z(u&bdI|!s8!U{3?R6i$*h*&quWO)Nug5gK<MSX6IYJ-W{sWu=jqo%)K=q~o{#{{?e
zo5nUKC(4BTETunk!w^BfId>ODdWBw%DwIY%x;8f_&``oyFssXlj~e&fp+ew6JT40@
zGj%d4pw;F<?8G9+(}~l!2!uMqiUQ!pffE9KKcp=G)5o5osRf_`$ODwqFrM&bdy!&5
zcLd~H#)~n<Bs|oS)+69s1v6n?c7e>B>@QUn?A>aQarTU`fcq+^ziZfo=h}L~m+G2v
zlds~(w7PFIi>5|LG<4p|@g0=Hus?NG{ZM-wVY7YM8<5m}n+CL{4k%}Hq%W-ZQT~oK
zS4!)#aHRu;jD>{sP&@4xO$cGKcN&#DdxrCWI9BxCDAp26gc|+qBZ0TdXHFW)O9!28
zMw}|t?t3-(IKrAK-F)o~OQj?9d>I|~fN#HtSikY&QwJP~Xn!|Ed!J1RqqrpCKKx(0
zlI#lC1RN)}TF#FD_L3hn8a#E&x^2w|C-eFNSPWBD-Kv3DIGTA$(>i1{c4EOb2cHF7
zh@N!7Ova}U#l;+$o(qInKVV?}?);_aSrjU)khzz2JX+#Wv3KA}>}||~Rmat{E(@O-
z2BYkacV!>C?_lVZ4}7YA=nc6x&%fnVJ-i9`!|^F5CfsrF?lhkH<@RbD((^~HK8EL$
z?eZ^kRcnJ*@}b8yjJWhlXRBknz*L=fCDlx`JLbViNrKcj=jH?c_auL){pe2g!O{iw
zA!f%C4b%+YPra;8)`m4*jB-UiY*=wnS{g)jERiuyRvlf^xH_i&x$%iWHC0tEf1Oq@
zhZ*f{a>!RDJIMelx}(M3(<2*pVMd{LQ=Lp2rA+<L{xUHHSU#iHo0-JNTbzPN*u6Js
zC6Igh!f05!Skr4<;C|0>qtG;39cgI@=XZ{cX^(yFE(C^1&15+OrW5vu-O7-YniHz2
z#%XzZMrlsc1Tz8GK;a_ha#Z`jyNu=ebHgU~V)u*%ThFDx_3T)T^978U=DhL$>>Lrt
zX>{6F>CX)wWnER4Bon>h;E9j>^-%>N;t-jfSY_QJ%UroLgld}*sIr-8Ko%35P#Wq)
zww9fBLbHw{`5(#7j%ELihw)<kp9)idpx4%Wn>GtM_b8y_b|F9_pT|-zo_+URR3p{N
z9D~A*l=n&u63knIKr<K`OMy~@Ry>?Hij3!O{g;EZD{m(?&u{Y=)3<E(w0)!}>~57k
zD!W!LE0e17th|KBP@8!%$%0(qGN)Cg)fF}PLa98vMjcbg{mRNrS;W5=I6@Nl>Dj*J
zf*Nr>J%OptJ#Cktjkmq~C_Hlmufn;nTWTJ5f7kW4rMWRbtlfOPH1`ZORao<vIa98h
zv?!T6fS~+*KMw@N;mZ+aD_!Qcnh5m=<+PH{(~q9BH8>O>QYXQ`_~mgu)Jn|rkevW-
z>Q!e!Q2HF$tegluU<-_k<@yRWqjYLbETO{23}yZA6GI%j!x*t~)CeRgGED>kAaUd$
zXVcR7AC{YV>7K;inD5N}4RZ^_zG%8~JawZlzP>(xwCBG2&1xD`>6iG#sJZIlJ4pjJ
zk{-|fWArp?uH(M`I8O`Y6qy9v-4c}(@le~ki&r>BD+I|TdzM#RetIo`-Jm*rO?&k?
zET{eOO5*g!1GhVC_ldOc5?tdXGwD?k_=wvoJK<Eb9MuByrxRM2U830wqadGHppy&c
z(}yR_tTqW%mxqnMJgt7A@b+HZ{p1VV!#=v-Z|)yI-;?_FVw^vTCo3^o%-fr{3X3;J
zq#JpfejmZM2MN4jgVKHc%6rAjSV8@OprRKP47z<4ivY7x-tL=cxbU~x#3!`z&r)jk
zUj8P=GRy4|L4+AMq{^eUz0d8hrUi|a?5E!uHngB7X7qb5ZO5L3GVadmxsO}x$^~&F
zp~p|8s*u7SZlmP|Ac28gDVvGb5JAo3?vzts%6e&*wn+k{v|5Q-RHrUizq|?wLzQ42
z@9EpzYTC82hl-`|3$U+)BlJl(N#_iA*KKEu4D{wDdNt>0?S^Oc>Lm52)ztl_$;TZN
zGG*a|ZE<xSo;igig{Bh4OXw^l3wxSXCvWj?yzZ_ilWNf|b-NE`Ep`K6Ssf9AP!Ipg
zRjVJsfJwQO+`uy$+Z*sy2{dF<d})B|x|CD>&<SdTte^s_t(k&llRyA7xf)%e4-$z0
z1@i8Zom@)*pbJ1Y2fpP;Ht?a82J}4Sh5J`?yCzIJ+<=<$``u^5`Lb_<A3BZsRwtm^
z`e=mpj8cA<NRyvEt`SnW!|FFm<>*|QIe)AsUPFo;;HC6o2s*sW{?#5?9%q6rRHH*n
zor0rwv$7yVX}%@F^q?w1zTvhc>;Z!|_C3S5%$7486JG_~#<fI0Q&Ju=hUe4lmGt!=
z`^i<8&0@qSfJ*ksG)Hz12scs>DBg{Qy5L9=R&BsSJ0Z|NpU3kVuNH>wCS>lLnqKtD
zIEs+>oqqV<&j*-hJ#PjSi3o?$jawT2`TRt1P{R!|=~shmFcH%pwC|d}15fQ81ky&U
z>X}gVbzAW-MDdKyBq3+bO$~lRw^_0|(ki58NP>|MFTE<~zTCUb{!lW@-Wf7BQ|V&x
z_mQvwE1T()cl_PYQ)_DJ$l@rT{e68mv1uuNMe4n08Zw{~$7sFug<f6m&if5I6c)Hm
z?1!-iVA1vUiW+U+emv5RBK&m`nY9$&N}couEd(T%npX+K0X_=;gicX)q`H%;`jY&g
z=<V*3AZ8Or)Fcb8`~n7hjlo7N^PVK+p%qakZL!9V1P^McQwS}XZFns=LhLDHP7Js4
z^H~RW{=iJL3dtfd&z}e9Pnkq$*+%kEpM#xgLc%3-hp;98WC*;C=U5i+VLrgqw;x~@
zM?=0L;&tODTtukyfYx{#co172BK%WByjal{BBBUp6@jlr1=bfobI@awYEL!kk?bwm
zoEd-6L`Y~4{}lmq!)+lLLToew3pIAA{mAy$P7)!Wh?GS;u0@q64}dU|bcTp@?ahK)
zwbt+Lkqree&!gVF*sOX6H`qhK2B~aNFcuOZXRN1nZ-@(}o_iy;US&yDrYY2s(WIpP
z3DpOt5{lK=;`f8bqqsOL6q5hC4;dzI^==lLy$QYE;*E*etJLaaNs4IsG?02L>hv{B
z*ADeukj+-oZMdm0rqK%ud?%>Sc)9#Qk{+Yc&~*O!iZ|MXmia#TU!Q1q80Lq7=k|p2
zeHtf4CvfG8%-h99vfR;Pm(;|o$7k=vX}Te2Au-c;m)Sp0%Ck$AXQ#&wT09aVfLZe9
zyQNOrqc-{R(je0D{Awk_6=L;0E4_pE>#AT*3p65^FTi65Ra)hWl+u@SXv%9+C-*=g
z)7GvlPVO2inI#0S;O08v{@ToD=;`4%xzC$vJYUXx?4{KZhI2tMNG3Mczy#Gtw{MzI
zNxm4jp?L5;nj?Vx1@ZY-#UOFHN#d_DmcP{7W*hX`${;G<1gH#5!<e~nt3TzwKjVua
z=E52;y(XSRk>E#5Lj96=tUcQ@;bsmhflc~W9D&<N4%M#%Sex;=yN_#Z!kH#&v{93$
z!bIO0>e3@|__K>h7oL~V?)H!{&w#K~$t|82xB|koJ~Amo%7brl`{}U9>0ye7{olhM
zGs40?;WhWibDuDa3gB7k(ulR+mJnaIm3a2^dUMQuCBd<Fglg(wuS;NaZC<VlDIT`p
zv56n)Ycx;_Oh#ma=<+7x!v-D8ES{XUJ{6dPm}@KUnXO|*64NM3chZ`d4#fL+`mT-$
z9a$D;XN2hoi;oy9D|^~iCjQa5atgooU4}}GNm?_HK@gP!c5M`ud`}@2{BUP|uz=!z
zyS+fP+05yskd}=-Lv6*x?iz18Yld!Vq5>bUK{O+vb^qv6w9+%IdQZM=DR<$HUW?6Z
z_wyAO&pX>$>}%tFrPD#5UTIYC-_hWDI83QqGNH?!DDDa(NmR!Lb*DJBa*Ox9P#Y&C
z>T0!%6Wc|rNF**d2wsxs;dx9bw}GHrt(H)^bIAik@Ej&nF(aQ*gO&=yQ_RJr!>!c3
z{vG@umxm-1PhJ6Q)ibT5H>^@Q%|%y4F7FIXO#+mlkN`CCTt{Kj;-5NcvHs6CgXHg@
z9_0A$>5DhD6p3oKWq0T~;t~3N<qHv7f#ZD_<9lc&y$x{AMnW$foT(x>b2bt(!Lu+U
z`_s<TX4oEIr@>P~CqU2U+EX(5rF8t<Ct6GW4!v!2i=PJJ#{!j896d#}M%lOqokSPl
zw9}k@S`hJqWX9K=o39cz2n}QHSL)wY65yCLVw)6;8UNO|4>2kJX7~WjexZZkV0j-Q
zwat-KfwLiX)u%~LZIc+y3hXK6rr#G0qc)-)f0z`gTP;@I$dEQM<(#qS|1#W7TawF|
z+}^40xW?YS&!3KxqWVqyOCeJy)KrU9z}owO3O?q`{i^noDE+-6L>1o9P*z;?h3R;W
zQb`{2xFgqbI*bUsVrk_yK-I|K?)735RjC@wr83O|J*}{vc!37}DxipajW=t=q9!J%
z*A-w86#r|=y0SEPD1IkTt33~I8eJFw#)Dj-Qd$GCU;kbbqAh=_PDJb6J5w6Xx13<2
zW6~~*cTj4)+>Hhba5KKvD4V{Q-0u{p^1#1$M<18ub@T4sP1{cgSQy<*(A=4ClL~r%
zslG~sC);Y=y>&#bwC8P$W<yCTy=oq}+$a24aNUPJirQ+8YWLH2dxxf0?}s41sa8FP
z`08vSeN$dmHl7C#p~t>2UtACj?CzK9SFm6N6JPvDbU9!BaGRzg3kSWQ`5zz|yN$@(
zbb)+5$uww)*<Rlm=6wEpd3^V#48<JboG4G);idE>v&xXy{{y!8QwvE_&efwW&CcG?
z+28c?Ulj?Y+dJJMr}GLyjvDw%bBN|EP-;s%o78`RKcA4ynR?bF>58C1IG;WrHmDUV
z8yJ>LsIbEt!cn=g;sOC0#9L4l7xRS0S;DX+K;@6lv5F8)laZd4m5$?l{RE3~aJj+8
zT<!14VT9mhjgaIwV-;p_Mz=N)w*(d<<DN}-)QT{Q+<*wYdHLCu1VQBnLyYIVk~Avj
z?wUBDk5P5KYZ4>;7<av{$F~C~cXz(KK*xe1VPGL+>xiRjou!Oq)K1h-C(N7+b}jw&
zs?h*SAM#L@{%;5k&=VuRP%psfwFTVR-~5Tqnl$_MH{7liZ3;+v_Trj<Bqv)i$!GR^
zf*NyZH)u5qKt1tGYszE&KY%#)AxngVzGTQ*^}n@-|Nn$cJSA(JWQmC`8omSCTK;0?
zKW@rIPY+RP^_ABlNk|QCwEjLv1iX9q6Ch%isevVJC6)blh>j9%EQ~UzYu@v0_z}x=
z(+HQ8-dnQCG#ept;va?>Huz%~_!J=88Y6M2NoS3pV#waA8eDoV>i3}ezp{B6<R@I*
zM^7oz%f%dQa=etiFx?<9mQ;+&#F-(FsW?jDTe_*f%s^GT(i_KVW+HpPz-nIIN3`*S
zf_oVc<)D1v5`VA9n9Ec!dvbdIAK8<b;{c4YyN#=>K9Pw<M0cyK6+P>!ep(wi&2Bf%
zMrzQ9GP?~*8$?9dfH*8*hEX9;fp+1P@?1f`Qig~5ohMw!jmqn=DtO^Ho}pT#(lP_W
ziW9{L>cd3aagU{x);vNeSJd6a*To%a*yY7EEYHT}h&Itd`dx0_Yh}q)$#rI%Goa>;
z2MU!WMO^NVxHm~$P7{O-Wex^`I8l}S2Jo`0)*R^t>6msr&{Zs|+?qNkR}b<j(>Ohc
zto$)LrlQy5*}FwnNN!>!UT+p!kSPQpk<)RLA5$dnZ)bAs=I|iK(qPqK9H=kdL~p%o
z0PybF4!KsMhuT3^3Jgtr1P~!{JI59W2B<{)^)7X@g7tt|lixl#K9WQDU2zQ6n63%i
zVH>@t2uXhDV^-1L{4~20_2;tWa{mFQaS)fHSV^*v(OsPH`Fns#x9(1k{09(n)=U8e
zcbqTfw!I$N5cbw)f|=c80L_rl<SJFYTyN;T<-(nabU=~>h=6FdA=CUeQ5|~*rIc${
z1-L~C4s)3~PubarKs`nH;01Tj@|Uo9RVI@tecB7fUvy%+R0Fb;h^a>5ENeMxLy=fs
ziZvy>p{4E+<CC=R!mEXk_nHk>V_bxWh@83xP|)2T4CY@qWez>i3TDv9$QWCL0Z_xx
z;9Yjg&i)blt5~n1Gep|(=71H0bu>1qk+Ro6!qS2)#~elOm1ATjC&nH{<z2rxM#$JP
zQY;_Il{NS#>1pl5P)an52=&~bVbvDtf^@w6>#{X?sFr|hqqC!wn_#<uch02$2bh%k
zXKOTmw(uqF9&xldoU7wfa^KvZ9Vmw))+*yeXbjps`PVPY*MB;_2pj^U-$%LV-&DC6
z7EnWyO5D}AFB`mv9f=JdM(tKIdgN4YbpbA_)D@nQ?kV16DN!bRN^MMer;kaH3dv$F
zS7XGHz)Z@BE}AA2cE#q0T4TSsl3vd7Ch>m7q9cj^W-_R?E8Z!0WQ(_9uFX#m_@Qrm
zBm>v(;ZD&@Fhf<`N&5i^k?g1s>4QW0;6!s3lk)~_{ns(FY2DdWK`5$jnh#+{N_k9X
zNO}mfAQ3^)G1;Mp5G;}U1~miDt$YY8;_gn+BIR@xvAKWIR+1}4=00^o$$cfSba=CN
zd&H=C5Vl1?566<@3gciPb@2d;Qg*A4+^K%%q5)H&w9<k#S~4B#hsaiUz3iO$k4*OF
ztxp+2gh8h!fI1+<*M+zBV%`4S(pQ0k*_Bq3V~R4(H9=~dcMFM%b_rEa-SGFXD-tT1
z>bz^mn;>i|1{Xww^M5ByZtRZ|`=AaVzJ~p8nwZc?J=e*04Yc^b*&=V^dr0dC9y>)(
zQIP&Eo4+sfs48abEf3w1i-jWcM+w8k;JDA>ZVi()|Iz22+1m9DD0q1`^k9X7$70;L
zUd361@9+NptO9>yn7W^jLbT7F=NJ7hD)#28n!+!8w?;C7u|p(|u?(Y*NGjedb=*fM
zWh>BkE83e>F0b-*a;?j=S3>*?;*431A}EvbQRuXLR+V)%u=B0QaNFag2!omh*I^lp
zCvxt*<)xVjIg=q|%t|Q2ip%(IooRg(RrAemZoH_97JASR5Z;Xl`6pDEmf^Rma+PEe
zB#Mgo{n#+G`Zjorm$PvQn-U3J{#N7IaJ<o3plWYuP;_p#U97xC0|CAlL)vjuEKtP3
zgz*Ezfu}M)H=I9flioWohDoj+CF7jUXz1D#UnoVG=S$)Em?IlSl}xgw&i&wY!(w(n
z-363~iVSQ~wbEOk3O`2)0DPX9*G22`_fu^8`M#pc2)7?kzd#Xp$GpU#s{a6=ZIW|K
zw|E)Gp|HhJP2uTE@{~xa)G8B>&0*u_9B5ReemE~~8&3aTl}MA~j^1Y`W8~TuF_s)U
zN!&KR>wl?nyEsa?bYx{$<8~?S!QG`VSaq|Lf4Mi3a$!M}#;;#<uO>PsfEkpSxAvz?
zrRnFMVV+yRW7~3zf<o%f?_3^TY9o@;7D!*lzMUL<;Eo4v_*y0`MQ&bt{UC02Y3iS@
zUvQO<Yen4ErMo0@db9HXXs;$x1%L40*?kw?%R=g4q-h-ckw47C*TE{vdgPQ#{#`}5
ziIxNx?e6N!h$LcSZi~i5L=%^$r)=H2wnj@s9?5pNlHD&F@<0Tz{qli)lmP#$mZ%o}
zJP<qH14_~NyUNnFNki;!cbNAh2r_`trM^YD3DcM+m`6js@p9F}dxHz$5Za0U4=}Eq
z^xnTb^(()RwXU==A^;C5hj<{-JYz;05{#G&Q++%daK)!h^Va^149YA00bq2sYsV@!
z*0l(@=*VVGBvAB{HB6eWiubRO04<&6_|V*oEmMAfdKpea{{v{yr(a+&Xqaajh6Psw
z@t9(>2}sX2?&UOjMr&Yjuxfw-;U$1W1~ChVq`(%?3=+%Ts@x57OvZoBJ}Bs>Q%m^m
zVgQ^!5u6uYuTy**JA{eS9K}Y|W){fR=EN{{&&~0O1L0^O{hRN*{{sK~U65kF_uZ_r
zmI^>XnphGKZMFGA-UVqh)9Zs;<#etX!$=sCYL&{=e|5e8f;el`ZUz8+1TEchy|@Zt
zG_^h2@k!9T`zrx6UWMqZa#S>bnFO0kyVQQe)q7rP+RDP^^R8;D1FTUbQCz(mRV>y8
z>SA`j8~)h-_4wG*-L81LyL4PKrRfbVObTS->)loo*W+;wtExMY_=qSq{H~hc7!k}}
zM$`=5zSN&9>RL+oz0R#P{tvJes2}NE^~4rL{{868d&5-v%cP9g;GgH$YLc8!j4<Us
z5VS$IzDb*NdrNLYx}>|4nF0uf#Wp}q0)l|DWdM_DklDrazXjhLa_A!={kB$$N&xCf
z<DEOcOM#se#0-L@!yE3-f6Ct-GC$~EZRbLSZyMPqe>cC7badDn?dpg3cw*ENVi4xn
zxveZG+1`l)28ix;j_Xx(nPw^x0!czhWg1BX>u|&B!MEze|A9uLu2^?!OoZkaJNvHc
z*OqGB#F7VnX6n*F)YMv&DqR%wgsoBa0CrcC5WhXeIEi$TELo)42P}%IT5<^7yp+S^
z9n23m4dxjOV|NHA&c@j*LmOUE`l{XI@XRz8ji~&|;<K9}0eDq)TS6baa87!`f4~P4
zv6KohT9d+*cmb&2V04bK-1%1geE{w!t7(CEZ^<=lF}=T5P;?Y;dBTH+l0i_@1*2tB
zC~PV~u(@)n6{$%o%Nt`LWfdH-4e6|xF=&qaCxwp~zL?e5V3lSaTUqJZSs`OCel<ko
zI7#U~#wI?la()_Xm@DT2`PQ6C4Mo5-DF)$Uh<Yq_kq`yT$t|w_uy2gO&8v<y?O4E+
zPS?y&u{Rh!k_1B~H<h}lsNf+w4LOsktsz%r6&B71^3iX75Lrpu)9m!MIVE>Bi5*;-
zCN|rk6ym>igqE67%d{k>L;lRU_mAgz{XoSG{R~yq_?ivoM`(!sAVNaP5lXIRS<R7E
z^r-6!BhFjv^*=73UUW0&A@F!%;%bc;pys#9N$+ar{#W`ruF)Yb??vn(L?r6-#;?Vb
z)i0W~c6+}8(gGtn%uczUCOp9O-GG!1>bPpgH<mI&X7GR}vfv~D%Mg$@&bc{QZ+jio
zJw|C4U#0-Xym~gn7cfPd!AHwM*XT${1cEZ}dhoJ3vaB+*TP+z{@R=~?PSA^F$`D+u
za_D*i7G?|E!+`;t^cgrc&c4LQg15?tV_70iS};Y9nN0Wfx9M}<2S(7QJS$b_UsXLn
zUh7Ku3M?$^vhG+(92b$(Wqv;D>xdz{ErxswTAsI+KWieF0CUPmKLmfpkXJ(oyg`ZY
zLih?%1NyB40a<)WAED~@10vjW406F|pKo(oTYF?6Alvq)_aQNDNK{Q(K<hB7CDmHm
zYTw<|@IJ|cv65|rCIipxGI!hN7Jf}agB20Jo%=}2(^6V?A{Vn+ESP?<gRwuOrWoae
zU$y>56u@1fZ?N>gl?QAy4$}HW?#_!7%a_&^E>fVccp8hg@^3li^u-2^_cez*h3dV8
zFjGw$bQf>FeObu!?P}w`+Q?>On<tjUjNV;nbCGi@DnFbNTPxV_F=EutzNo2`8t2ai
zf<9g+S~NQk2)J7j9a(8Sz1g>DZ$E9J#`s*6r`120NO?_9(Y@xx`-HM{V;`#lB>nPU
z;_|78Vk)DS@Z%9X{K!c%;eiOdf3u8)Q33PKgtI=I3jq>0bI2NlDHV5GswZYdayJ0O
zf9+^_$S=+YuQx4!3K)Pzy-dN1NVMr7yCQGf9mRVQYb3yv?XCH%*5jjRWO1w$7au|-
z8k8Jf$6x@jjDZN%0lqf-*U1+DhZRlS^IrN{EO+Rm$_3O1)Bz|@<Y#TEA{}q3+B7<b
zw5EResLpqIH>vSR3H0n_-L9LtIOLk@PcJP6r|QTF&%RbSQ;j*~fFi=@@^w}^xIr)m
zD(w73{EORzaJeWkQ%RkoG7J$wx-X1EeTXt>tx40dXwV~1y?Ws9Tw1xA(_wA(ke*kP
zCR-}>buUd?8Z4eI$7pFmp7Wm0Q@1~z^)K~Y6|xrpwwXO7doKjJzLmyE8}2Xi?5<Ek
z)qPyjhg%HdU*|vB^(C4Sl-rcl;#DozKHp{qc5E)n_j2<10xfyp4_eWGbnq^f{vLS|
zbv<(QinEX5?U-_iVuI+q4yroTs^U@e@l*V3f0c1QN2`vCA#YXV)jMpUUe4DH5?X)w
zDT>5+)_iU~%lUtqvtSb{{$BaX;ny!w)fNk1I=wYk!`l_oN@bO7Zc@8DrD>xI*L6$E
z{xM^V`%+HnoJ+I{=RQPv`;fog3V-0_r-7Ql9jlW4;P3f#{@p$-AVw=iXO?XZXdHDv
z2f&r`;2-}}hLh37C+GhMHj!Mk-MW0BJ(cRatsGyiaT{fK!t=UAZjRg2!wbe*zxK`J
zG27$%zqg6%yu$itlYMM?ec(9Wxaq#`v4!PY#(4S{)QmoMWjK~9Sga?2+9pbnks~Qo
zSh<-F_i4a5HBwOG)yUtUT!#tw*ggl0I2)8foJR!!^Ld+WBo>_WZ&#}^?H(B(7E*Pn
z&)L&ma(rEWW_~vRQpzOmM7zFtR@*PIaa6IiTrM1t70#es`}f5&U~8jeNnOM{ZmWP`
zPNpR&1`jAm9KIw8*oqsq|I#kkP(>QV@RIs?V!5pk&QW9{<2wER;^HK^2W}FxjY1O)
z=W;#CEcw0yr2oQtF-?>W)HiL^WFH9;zoSIV*}#_%u4UL}ewJM7e0Jq&b9^(Qah^M=
zip-z4`45okI&Y%m+#`qTaKQ`X@=yjqgPMv8hNAP*fKKN2&PV}&5)##!_yxM#&-nXC
z$&?q#_NUi#hdSxo{E{aP1tpD_H-&gBA#mm>SAg~S8>9uvKTRd1`V^VF+oSj)&Ed*C
zeAc<CC`4p!D3i<)KJ;YXioj<?)f%fCMm-rRes*d@GPKX}+YsRMb;PPo1s5~4JZz@q
zwJS?;=@-ddiBzfb7&MbEFM-}^jdu)wPnr2Mz|ZPV_x@~kKRn;S)zwhxGYL=cKwDyN
z(E`HMB><2rXobv*Wx)<odBfm*4(H9T+hG_Y6c4DMAl~d-|H0iS@I4=&{ChV#2N&i2
zPKuBAX0XD~p)oD=-OU0Ea(x9>%s?v_prq64&Caax^9A19?mYc#?{<7`yg9lZ!&wi#
z-q^m3JD*|qtQcw99x-7XY)eA=);Gbqzjw28wcE5E%}p8?=#--HwXI?>?YMU$vT+6_
zb?F{0t)ONy56o1ycM$ziJh_m2sWO`De22;=I|tLs9J(z}`I_ftFO$`{QC3<j9>9!c
zScWBGGbLdbs3Nz^F25OesH;_`z8){*Q@qA&FebD|VO8r<T9CN^qx#uFfZpQe*%HuJ
zIt~GYWhRaZ6>aHN3o~pV8HmUbp_A%*eNqs7cMgjN$wVeoB``u=w0km)_Q50NY*Rrm
z>60XUD7T#QpBoeH78sN<O>6#B@nFC?oI3cXF=v%rnXBeIrRV^}9O(>#m^o8x*x|5~
z=25s&L~W)t3x-?NO=(_OZiI`gwx#V*w7w{OJVVT1pAD@1UjDK(rR9T0(I+<Yec!6-
zM;SWuF@ORysJTuMMXes(tj-Z2{G1Ojl#R@uueF5p=v0?gmJ~_lRoUPTv3NeXi8BkP
zm(7`Kku#O)G>NL0ursI-4*obbX~*vz-zqNQNE0ClRcdn<v3jUfU9(K6+!q`q&>o~)
z#Opu>n+pmiH4f+w>J<Yvn;2VaYTYpzqU7XkYxwcknRF>L%&UHH-?HtOCC5<|PI3vV
zKiT|f@>g&D=f<}kp6Tm1{{cMgY!8T4%&Q02#lIE^fnR?d)iNZm{~2^E_uQ+xR7ys^
zd8iCWp=k`ZCP#bNki^DVL+fiNY$lZEL|jiv4Snhc%8zqy!k`JHkI^St0uwWnB5ww(
zFacq?O|E!sA#0RDTV=K^Ei4Fw0yI9#9atUJ;Gz;)?0a*(J@D`~R)e=8hc{W?zqTyo
zaB}=#D8-%ySyW(ISx%;y<oF@RiQPvf()m;x_(Q~!qF-opo&6z1R|X(3F>5lVS5=V%
zpv{z}@#<ezE9yLX68`=4uGi6g^>nt@ak8g<h|MckYL-vBffK1gS_5;*%c+4c(y4#U
za@)A_LRif0nGMx+H~H=6@ywT!s8)Wh+|x>jQ)=>JJF;h5j359w4Zr|z0C>XZsP+%j
zgDS>UlQ=5-+BG%Bo}dx=QU<w|MUqgxG3@<j8pvd(8HG8;L#twDEig@%eKfm57Bp`4
zG^6_1^YVdQ9E_!HI*7<B^4P*dg-z||hhSt7aC4h;*OzbMZ~p_hQ)(#j>DnkMo9RnE
z#u*y4=fzyF`+8<mnP4+%0!ghWnoYP^K6SrN>U3XO&`vrfm<f6L5A2s^@`odyGbdwr
za&X{UQfoapih#89IM{~MfD5Up>-nVLcrkeZ%KT3V4v$~lT$f!t1U*N+Nea@9gYVmx
zn+fLLHoyC#@^kyW@n2YiXJxNHnejz|Ixk+xu1eC-I4iKN=@?oCudw{4ioKb9-Ew$$
z!ow?ff`?EkF@Hic9p%V<tFFipt|)~^2QVjW<ka0mk4V!9)RhMI!^&$3TZ0%Tk(W|?
zz6;M4umjD|ACFDYSzluXTk-%T+XSi4*z&h77%N5$Y1!x}p(_|_klFmAp#nDfonxN(
z5}cI=Y!^{%i^>wMe->!ca{bSt%`eH2Nh)pY%}2KG`i1%Nnnxs8erF?-PrO(&Q!Ijx
zCJaLA+mm579$TVTudTxbzZ@H-59Audbv5-7xnaWDsWgf#Q+sL2Dkx{uA*XFsTqAaB
zjlG-|F}!eR?<sz#T`O_V3ku_Ef0e@jVhZ4lcb%$I4mr<0Juj-@4s(<Z@EkW&qx~^d
z_Qxf_R8pE=)?hIN_vbU%VCWCZ{n*pvuRQ|cMk)XJZ+>Osy5um?>`n+$KzdHW>^<_e
z&Bbh_2y@`_CMU~vFdhIHi)jg!$&II>W++J9<2qH(kfV5)V_3#{SY3~*#OQy|rgGLK
z8F~F4Mt*pB(eZABLBsER3MKD~)xpQXUoU<WGw%F$DYwK6v>3H|D>3~?74;4}IuGoL
zPK)1B0$ut=;uSB&RZdr?^TbMfRu#HgPvUX1D4@R8)rg!O@o%F+E*===L&EwYE_n0r
zse+MMreP1wUNtLTG_aWi^f~EDXt<hG;~zNUPLGf9E8Vpg8=I-9)uz~PIB#_5UeC%B
zQ~6)z-yT|ndBTJDFy)9%qHbD>^)M_m68rYR&c4?%qiyAEK`}^9DRz*>ssJsE`oUqQ
z0yiy$oSN{q@iwOoI`;P_;B|HTP|fBsM%kz+UxUn#n-T#qgm(NHT-e7i*zvK=+o$HZ
zL-_}P#dum3y+8d2$X4BrkzR?P9ORVK8jxla^JIxFPQwYY5CkLj)g(A|5_uU9>Ayc3
z6-K8;6Z{+;*%yEAV`bu>evtpRLBpHk4YX&T?bOarI(4>?HxyT~py*gAU7lSOrg=Qd
zmyvUBW`K@i&XnryQy_VrNSes<<<YwGU;n$fFj$}a<8>?VAiC4of!eYneOWN=P?0Ed
zwzfz($-RFyitOb#V%c|2RXo9o_#m0DX{nm)!!b-q)UynjAjO2hfeMd!>>r3SCjF}Z
z_&jdYvO<G7n!far|B1>z_k9}HBprY$+@BcXAJCd*`}gnJ<%~kze#eXCe!SzgNRQh$
zo0v@0FzyX@Yxps$gb2R<?J8n8pC3>E#c%7>t=wvvR#q4$B$@cb<M~%eVE@Z+?IS?Y
z9d9MP0h~Pdk)`|isZkp$r=YdCLITx>9$raB^;UZILDb)V`o>){3*pLrUq?G(V**O{
zrA-%mPX0XGQbWwHWdw=!eUs?I)w27r(DR-q%fl(&BJynagpQYS&rxH3f6-KL@F@%y
z^5gaU$pLoE488s~k%II9)R6HqW3#!j9`5`;&>&l`G%&)IPy0S~R;v;3?Gj-sQ!bsv
z;%NlJ{5hrzv3yj0|6__iZT~rTdQ!-!Jf{T;X2e0^d}qKYS|~V{(wQ3Wr>EjfAw(7P
zna(8ZJB5(l4GV8PTRiP}HF4OwcWSy<GSOEW4W~0rp}=sn=6t3SoZjOf-*bwRv~pHb
zh~UpkJ=>!@Obo(8_m68}4lpHuL$M;dFaFl2neXFuUg%pIFc}rtbd;yfSghsL?782s
z%jeIkN-QomfI$b#hZUvUU+>ld)9ojG+S}Wzdd8w<#sYc56(`=Lty3Eio@U&;g<}`J
zO)tC?oBQfnU-d3-QV42hQj^Oz+%9?Euty1dK{DnOvuaPeYwy4N1tEEueu}o2++ESR
z^d0ZWt!Bbqy<sV^EG^{i@~mXCk3rObX<By;yll^K&?}LGHMC2MQ(c!!CYl>w_l<?u
zNx%q!XEMzVskN8XG1C*yQCS#Fs~}_X?q&`09aU{brmDRTwWWhRLrxVTlRKi4!n4EV
zU`aKVO6E?5yO+|NTEM-jZi?D+iO+fx-Nh68ceuqew98^k<Jcc5nF4_tWsI71yswsu
z46g3m&&bwIoJNn`^#8n>pK*?cvw3*k`Q{xQsMP<4(P_d<rK0j&&Etns-KSbFp8gE0
zNq348*5(>bp5{7kH{%+Qjfp@t!**l1U4b&NO9K7=uI?|?Hx^Wow3$4phCs*>Kso1(
zAR&6h_X{e}4DtDFF>M(%a*u#7w=%V4?}3&ZS?5(y6XEyMHtq}GO>s{}!hPgt<PDT`
zC+VEE!HG8+8#!5O=<uV`^td(bnN{uM9}8%O@Vf|f;1r9LrNU5ISp^JiW>x|M<M?f~
zy!_h}9|-7`;*hAeN8mmRzkg@Krq1K1r*}Ty=}6Eh18Ptwq*Rus3YDeaWAWGJdfbOg
zRTwt?!bMEMXkmUk9Dl+u*sOSY<=KbYr&66>>IK?J$k=c*)E1As2Zhny>8P##arw5M
z;<d*A`z{@Km$^gFkV?;!q+J$A<pdCuO&FogpXZ&E5G`v9KLlLJi|d{V7r#keZ~Ckm
ze#)msnEnrtWY!cgA3O8#LQqF?+Zt{yoL3Fi%3ogiHM{2X=S&wB*bG$y6DC0#z5bqw
z1OpKQa&rjJ))qctFrg^{U<-IuBg^^a#orgcX(6d`FG+u@k8*tvds#Bf@%C(IgMDpI
z^~2>B9jzmo8tvuvz4nv)*!bXEhbrf)FS^BE&Le2ETK|WdjAdaA^zxK@w84}E*i7;l
zKVmpv{&$fG%;cm5Vy@)*SH!9KN13+_?!C(>aQM^oHCuukO@}O|0!F2o`{yVp4&!M!
z_I3n9I3BYY>iq|3Do1pl!m1x$B$gUX-%y*eE^NV)7@p8F{Bgt+f)89te+H&$P#nE?
z=kG?c6!o(Il2f(mdlZm+yVT}`&2ujdjok<eH>}UeQZJF0qV6_mcblF=+8v29AT+te
zz07bMvYuHLvli1CjmhXf&}&VjO;hL(99Df?jA@%-E`rhZrEuAUzCP{lp7e&uOdx5p
zEwI(<%mSVTogi$a_gsojLzM_4Sz5JiVM-~oSnl}Oq>&^BGO6}X&L0pC9@L)C$<7fO
zg}aT({tOB~f|CeUSuYX-ws4pOb!uyXb-&wmLX^mZs<m&klUDy9U+)>tX8ivB2eE6#
z-Vq6j#vV0WF<MDbf)+(lqqZ8QRT{BpBVv};CW_iMY86#mQLD9St7aFi)jQws@4k=w
z_}>ry4?fSX2RT01mCtov=lOoWU*s6ZriJAfT>D~*WN93J`M!-D<B6Z^D;kKkTxeHR
zzm=LfGSLO>Ib=6!@+XGIZBFYRqz{7zUe2R-(=9+)uhlUnAoYtR%~bT|Je0V6`19e1
zHABm3(i^j|mUOD+O;aRQb%L)slYk8Q)prWn%20EZvZK793&NUz>1pgZOrqY$L>Am|
zN;mU<y{_1<AETeTmPxjVqHBfv=RR#N=2D6S`R5a5S^UhNH3$Cg!`fqtlaxy%hJ^-w
zG2fJEpZ#R*6`SuRud9;Jq(}O#AH9sw4qHi5vJxsoz?CVbE#~7&k81Ipq~aVS8Rs$=
zhQn!HED3zlNUW-?F0TWViwe<f=RaKPBiE<|aBXJ=AqE0dGp4L}f>0Qr&;X(Vy~nD<
zT)V+?Zn|_DZFUW=?TJHIMXYjzh6<ui>r00DC&Dn<W$f}hnc=tXA8{HsWLL>bq{&bm
ziMV1-yJmhMoS9qs9uUE3R^V+=R?MagcB;%R+G%Y{$8tMvkrNOa*Cnz=4WHiJ-lm2N
zBvJqb_*T`z*$Syo`1P9Hh(2Ioen>ZVw4YZ23VFgoB$vi#T!TGmY-<l14YvJO2PGZd
zo#856J6mn(?|A-(MsDmDYT(JxNe|znJY4;AMPe&1P|bHJH`ij{KLIQ%c6>YOs;#DB
zLdmm9Pft)V)e0|Z{^tfhqXaLYfiU6&WTi;qc7M;+YCaMJe+wIjLpBCDd$&u-R+h8x
zN0?o}#;TSsC9z{MuGw)y6(G9HxKRORh046vtqhrFEHAx<F=iUcGnDC@fwwDhb7p<Y
zH)U8_jmwn6;)u0&2o?nRJ5bay;ai3xUv5T0RM3bKT66^;6fKWa6JmQA`mtQJ3T~WR
zGWe3DR01hwmeE7;8%*OHE1<5x&yL<IUO7}45AV+OgsD4##@x7QMG>aw85}_+iR%r1
zcd?aH3z=#Wi>T%nwsNw1p;u;6U^R#(RR&~`@&5n`fG-#1ysfF}kdoGoIrps*W>B6A
z&fBfeXPK;c7{d&_LOz^@_LHpl!)|@;Khr5<FVA|>!&UrK%wadIVD{a9H+S#ieiTCD
z<C8LR`5?>{?vSXze|mUryT6A@6etsBCun+h!k_-VyrMTccv-t+_iqo6?m#pb_})~6
z!~S)kIgm@@_mq1rKjY@M5rm+#y0$c^71^9B+O)ZyeB&SBdfX<T^V@}pJCRebIfQ$7
zHrlVWoc!@wae$W4gzR^;545Ac@Y2)_=-0{m_yQy|PS!91sh5tHKP~Qs`WhPjXX;Bd
znwl-A0+w>6O_&kfd?4)RNI=(FzRrY{v-qF-pHXdA^A-MgGSH6q2gBmp-%wQ~<ROa<
z8^eTiaP7v{$d^bkUAuj8Z5|DhPyT@?rrRYWYq%K7%RdL2QD`BSO6%$KH@yU+fSy7S
zA$MbQ2B%#n$G}#98bP#wSqI*#83L`u{5WAD-(EmSc+mXDunM!$<b=^0j&MmaJ$7by
z81rt8K@Eu%qFVs)5hfJum)?iM*EpA)$*u*gEi2y`iTHq^8#do_7h=blRda=`U)$0C
zOj0TI<jEvcX&em|D{O8EZ?|Ln)p3&AcjaP8kB!!)>fQ1e{i?qQ$Xw{wFvfQOO{d{)
zs<-xk#5<fvUVm?mNioI$XLqP8R;cMu4-mjz{G80iIUiUy1jBtcMy+L#Geg?F3L=%H
zk#5G67`c8F3s`u*+r2rryOq0?D21`Bf7!bLEkGR6>(XjO0d4MZ=IU~%LCWWuJnAj7
zX$p5?8#%cPUjmLgR=6u}YzF;AOj}gtbkt+2{Syjhj4sJ8T-3dEFKJF*!p5=y0BiSf
zHC6}1D>_G5w?Qy0V#E^${Wy=v&)rNV#miFUMvJomNebpu;}#ZcD&0A*HZsveR+{=`
zdIT%ERK39jkp9AfSDE95-n9dsg1(qR4~iMhAcKP!O~|SA&6q>WmAs$iGRF*bM!rm#
z_~8p;$zm6|JzqeJb`xBPo7GZq7X+r0ZHHLx-}y?W6eKYbRDl8Ds104oHZULfKwczL
zJ&%l+nhO7H3o78UYz?FtAqi8BW=>=~yQb_IK!tHzo~W*rFAoYDBWLAm7<sDUDpJ7U
z_|m6lg_Q|1?dIS2XSZe~>-Q=rtzD}x+hfMA@|4zey;gz`%$Uj;({QmuXM;e1%hUb2
zITxW+YHE&*h%wGP_ius=IzxxSi6)4I$h6bMp9AX@CCDoZ0B?ahzFMq#3*TH_S8!oH
z#eFPd%y_H7ItMr1p6Rqx@~K61L*L-IRkA_362_ChlatN~3Uot?lI%#{dsfA7HOoLn
zmY4+RQeF^xnq*pbJeU8MOCu-)G|jDMJP2)J&P$ita%XQol@py$U^k}Kn`FM22>_%m
z425;A8ktMI`D>q&GOUL>#JrLZzs@f5K!rIlfPQ~`wRAU(6~(9L0`tkOF({YcEh~6+
zRx@Ti%qBqVSIBP2C3p4Cg0VFpVyBcD-|BifcnHkMcBeD<4WC`ZocLqn)Ie7>y&d<f
z-WLDYT(0DI;xU1|;TIYU<6!hJiFC3p%~>+V2=HJ<VEJ)h^P22Yi1u5jVgij*B56JR
zLHOm{)|qsUIuW%7({i>Ti#e=~oL(j+Cyt}Lk#@W{LQk?090LRO&>d`!q%TRi0h?p0
z!U}CjyDdm$L}r4TrkC$yHpWL>>f_lZb)eo)o9Qr_dm$qUP7YTO!y0exTS-XJ7Wrea
zr4Z*gxS$}sjhe6ugb6|_<qrlOx57@AAk>k|448qMJYODU%xRz@1d^1qHyA+6u)w`3
z)~wh4F_COuvB^eh&K$JhBpnN!?jZ;*S40Q@{tpncxW^S~PI7jG$<d&PGL-T@;Vp$`
zoV&k@_V-$bQ`HO|?`xhJu?#WGg}e%n)EQy^7z)|-W>RC0qA7S&`+XA)Me+5}2&i!~
z2Pg~yOor32aPF|}x2KN(FB(JqK;9(+yF(2j%H{2@3#M3Sf@5S2;WbsvXk0wT#PS0t
z@sQr2BDz)v+O+OKjmX~={PXe*k??ru%>8W5<^RX}o`T)qp55Z?#p64B$Ne0hNm1SJ
z@dUPyw{4Feu5tspkQZiQ<C)E?)lD1fhTU`~`vVRUoXWzt;+=Y1e}4hdS);f(bv5x}
zYmQxUj|V&b4KD~b#}BF7-Hxl)(Y9qf4?}?xRj+`0eRTuoLOeM86zc+5?;ZTEQeFtZ
z>L9$eIFLs#XZUO5@)cQdB4JaPCY)(<$$Nc$OcLRLsq507<B2{;y$H=_*$KNtSRZVr
zB${xe%m|}TDzXL$ZJPF^o+}vUTth3>KWck`8X9l3eW!ndxzSBi+>j~!I<T#^aqhC9
z+%r9l+bcJ`(TL@X5!<}Gdq!^UtXJ7Z5dsE9m4xAJLTi5%m33BTYciUcXafap_Ty7E
zZripEZs)Z_&w<PHRKH<_yD6-ZrtZg+AJ;6N2V*9*AXaJ}z>?VyGeWV!2#h(7j3HyG
z&&3Au@#U|D=D<`Tw#L23;jP_#;(C4GY?q1qjVShNr0uC;UT0cU#?6o~TztdM$Ek)b
zO9QhI$p4jTDrm;VJ8m?0b~z|2{5M{K7lU#?y7ZV`XW^LwmlwCA?$p*hgOv08e>t8f
z8*|C#wMzAQ%6)O0jiDmZXjyVc`m^T;z$3ED<?!~~n|{S7YwY_g3mxOEVj=H$foRSA
zm*v#Yh|K$4wBDDy#Hj<vc!<w&*wT{8It~3VNxWtc=b<l>+6oCdn1mp?+p1LBqsl|F
zxcM;p+||1qAER22*g_!n4*Ng;vR_cuG%O%6RTcqSLSDVR%9liuc&<buYE3h4uJ;#h
z15>;&U+(Y^2iCW>`MFLVCCK-*8?<M-(JY(Ps1jtqpar?VZUA&MjHAdzU1eQ92}JE6
z733?h4y{9C86{tDJFBNR28a<yxD^pqqzjE$GSUc{HzV{9pk6DDtxK`)-FA~!LU>wc
zj%OR$T=2^##`^jiwi?jj1;0hNy^*<puUsc6yu$&C?@J<Ktv$l&$4;BoV()VUdl4RR
zTT2|S48_7HVfY|`=zUv{hgC5y7Z!c4A;j&O8(_U>vEU{|Q?OzygOt+NS$ajK$K8JS
zr>@rY%fK>i0HGiKApx9LA*>Ty-u6)+<66S^6j?h0;1)finV_p{j*RRiFx91&&pf*g
zmy}>YUFpN6w@_1Vv%=qG#xCu@QcoztUP!c&e>8}}`Wms^+}?-ii`ss29t>eja1Q&M
z)%w~+A}GO#HABbi@KaHt(!_>H9D>-y$!<3|#)1d)s7pL3rFL|S&8ntod!VFD8YYAb
zo;g^9-js$J&0CP9eqJ$^_&Q|iY@Dh9jcNh-(@bjzx;+*~@fbv>H)`#(Ix0~c?2l<p
zlV=a*9xq*<+1oKR*SM=e3V6CGjp%H<w=rRe%h<Y4--uLOdGBJBuaYK*`^;5iknsqp
zK5c?CeUL6NM=0fYv<|$0)rnc9_3VLyXuLGMZn+T%4~F+aH?35DG3H1)(-F7zNX$Zb
zBX{A>C!zI-%vzpwIHQ}rLG(pxhPv&f?q_{HWtpQ(v!QYAwR>I<&r}+DP3)=?hjX9}
zCl?KRUh=?GKg0eSrpwqo`T#0z9x|qy8IN4y51!VAC!p?CxOYZP>>U}PxQ$Q})3O0L
zwxwf4g2GC!8JhK(e)3D0n5HQ>;D>CLv*845N7ef5G>WH<_N;`I<;IBc)#TJ}4Aa)Z
zmctPSlt^7Q*Xx)l-+%;N;(%^pu@^Hu{74#`bp>ANzuMH9CmwZDy-KB?fwB%kuP$s<
za8=X-X&>*>epFoyl!iGBxeTNJ0RkHX-8-qjPLUdX(C<i)Gko8+IYi-^;>|SpLF?nB
zKF8fBDrfj(@ugt6WTA2ES4!p;{yO!qdf8+ODnGvA`{Yb2R7#eGMQ_NGz$a{0lEt_>
zusv6wago2*Lc{x}k^_1u1m{*N8`4go^R!8N3psS=x-FT%IP8C-+uJAd*(+MA?4h-k
zcQ-?nQnpRhT^c$)fs~@893|((|8OooU~putM*zC{6QrRlM$M%u)0U@%f}Ev){-wHy
zu`|-Kb9CUgL;GQEWSC}d|0jG{<HC$M4IkBk%&1)PWt|nx9_Y8R-&2ryqrCRJcKDSi
zZ;7I&6DTf*_N^Zcp^vC%K><;9O~-GQo7dmE)$7@fy7|))+yB<AFLEUBJ$~m^T6NNB
zD+ynbr3ox%_xt<koJfrXc6fXIb9Vcsj?=X(mkn;&i^nC~BmBheZY=_Djudu@KLVx)
za`Bo$6@2}AhnQ+MpZZ>aKp3Lhq?jUq&kp}e0x*B#&^kDKv{py;!TU9G3DQ0Bsp)e)
zem;BGKQoI>@sU8urSUHNRgREL`@jF{>qTyadI4>yGVw=aJH1{WL&y1y<0PDOU_1SU
zCDNocn>1)WKA(9>KS>L(Z+-cD|A`qZ1JGvQcQ>vpPvtsTYV*&YF30A#kMRtK^f^Dj
z+oopxl4p2(Hw&ADftTZMDv{cr*_DnJKUIn09lC0n0n>$!WGqNG;&A97;!DY2FAJ?_
z^(!Y5=k;E&SKwkrlP43BdbbI<7&%*MS<pxuMQ}1P5j|+|7ly`_9$LVRb9M)VTZzzV
zZYBNtG-upXP14GuW~5gGKi`L$sj}4Emu&qC^P*B;Q>mE-Bsal$N>OfAk(HIoG=fsO
z0h`E(u8#!6UD<lk0Ci!A=PIB2$0**}Yh1i?BI>Pk>JRt}Tf<fU0i@P<N8`hvbbg!;
z7w@a%O~wE2$LhalC#`aOYRPB}_I-aOlcKuHVypMUe<8+fO^JuNWytgC?*>bP@?#8p
z{rQaj1!^Sa6~XTB-jL?J_fln~N9U7%zHV6KJ|2vr;bq6bXgt;2FP8zm_<gol6Y(VY
z%FIpOw#lyy(ptP<&&4P0AT^{;%fWzq5l?Pb)^aRnk0L3RIk_gud3t(QhBskU&MU+@
zLqhyRrq<!l{^M&OW(~?Ed2_H*<wbw&T?Q{c%aF4-G303)%`DBx&@QC}#49sHK>-zY
zeVp3K%0R-AdfqN~?x%Y@Ph8$bV&~X)dX8;7zXva$ppS1QTUnZ;x2}Jx{p)IUQp#j_
zA%mC!t#(GCZk6EmPV|_~0yfV*e?K|guR7^)z7k=YTgy`#X`#aXRM8su!Oy#bRA4e=
zx-rn}TYq^*$vt=Lcj%d_O6~)TEDLiB8#&`vLyZi@K%S;jxRKa<D4uzGOZ@V~fs=c`
zWa9SWX{lDfVk_w6_p(98zu--SFLNoD%$dRn%eI6mS~8=He%kC@%=18X_X|e>N?%(W
z@9AtTto|K*sbf6*F{18#-g-<au@$sEuUtkkmC8Wm?iH1{uI(N2JrVs?{E}z<VoiTt
zLI7s6o>%jso-PVzkO2plFb0DF0RHuZ{nF<?a<z3)I-+8|{v#~L^Wn*Dxf!N?-<i?D
z^_wqrbXacaMVi@*Y_!=VGBb{J$ZT_$ovGwf@};)aWD^Ujs#O{)v*ZZ4rxyo%Hx4ZW
z!k>zb>7iTY(27x|cz#ZjZ^3e8HGR`9A&`qv=V9@8HI3{C^oNhjZ~Hu}(!3&9pB+@N
zHb($8L7viPD0A<U|AtA}zz+U;J{o^k6$ZX+R#5R>-sF67QK4T86A`}>054@uRQfIw
z;JwfmBPl~7!adxv>9W*P9c^#?tIY;C%~SA5Huin){AV+bfP$*bFj~g^^?cmQbbwxX
zl%io?#rD8FpYZo7>vyT@`Kj;1q%{{#HkMc`-uJRS$zu##e>gL3^{cDuLO{D<je4w3
zs&kWgXieqLbW@GXTfIOYD7HLJmf3)!Gzl9_Loj7V7ukXsi;tgw<x_rtTzPs&h>Vb$
zHa~lto7HGMpTn!cU2dG`nt{RQC>hl9)d$KepaG&cEd$|O$9i|OWSMw>{e%q*>XBri
zQA)OCBFQ&;RCnlnx*JPt^s5NPp4Sy)<1K9RakGo{nu%C4$6XTkscWCrpS4zxJMr9f
z0GJ|9TXA?Ej(nOT_}t|DM!WxAXB;YUajWT7R~tVcKd|+&=%v7juRASL>T(R#<4OM7
z!5n*u#klZ)fQsKOs{pPYB3-`Ez3yAXPxS$GSSolFsDJcV0Fn)1&uslT`&MG-^T)g1
zq0QC68-$BFa`TbeG{2S<o!OoS2uH5hefPOUkf|VwTq^wbUf1$(c77xBQ-_xzGu2Z0
zF2TzN3ILJNassUOJMVK9v|Z8k>cMV$^XN1MUK{E8L%Vsj+61RbQV(BAMf#63fnE=<
zZMf87V|o_Mm#$=97te$<iI?l&eY1B*`RFn%537=HRw}J&u#%%e#Nf@8S+3$r;93o(
zw?9}IjL1~#P39It&}J}+V9R3wYi4%9H(_Os`vFYMZYSDY0hmYBNf-CrI*41Q5KY62
zOHZ5DrI}W79&)8kL4!XzI_LAhEY$mkAYJ@A@am(*iKm|Ig9Nm>;}Lx1lB@u{cM}1X
z>x=|I`K(aV*Vu?~QDJ*5w=hzf$3gs*D*<CKlP_g%{5!_3%l%X(nj{c+i4RP=1LacG
z=7_RrCr#XuM7n6ae!@I>4@VL_IttKU7xe^Zg@I(>Y@WW_OYN>oi(Hqv67nq3v*?S0
z=<~blhC?^Znrt_L{Bm|$-xo&Y(%CUFA<OTOuH$J^w;k*JaW^Q*Z1LdAz6P5W2oE?a
zL|%JPpSj-odvDd(mcP_2cA8c+?PyEqGwnNXMIZdSYqtKiA4WS@s-Ca%@$7YsAXaJt
zL2LCJHpu>cS1=tBUJJ8CaO|XO+VW<d9YCuGKhZNxaEl7gx~i(;9$rzd*I>E0ITHN&
z@QI@ydI(@@MhE)*E&P^{;{j+I92M04ZTlhQeNs|XYiKO&-P)!7;{nxv&5M_mzBmmu
znwI6eFz5BvV~u@CM&?3pihVcbTuNmuw>+~H86m_*ay8T&SHNNt+rC@!fWL}U|4Z@b
z7xGLMC!LaL#cT82IMONq4(K}g_8T2j#OAMd${5+~zEp(bL}D8|$;{YD%A@ClqNO$Y
z`L>|tkIGrg*99l=Yj<fqCR!tmF*bM2>VOf~I(34l%PtxkPT6WJ3j`8^%2FGOLn{M$
zq-*=PW-%G<crA?=sCI>R0=SS&4I@ook(u($WGzH&ouEN4;Hl`ZM#l4o4kK^*eS!EL
z@7=<bd_Lv53Tz&U#L*;cyncs#(A08t)$}4^I_P?-j>Oj{YqRIk&cP}PGBYl%7QAz#
zw5w%<N}r)AnS#HyJv;6+<J<~khOpjfq4pHX3R(7vx;$J2{TG=Z7qN{9#n;SEkU|aC
zIGv}TJdwxZ*Y7SH^&ek^@|HpZ_H=h_PwaI8_m|r=A$Egz&@TXNw0qi%9W;U!PfbCX
zN-3_kF#A^*q6vPBzvd<%t9?;dZj8~Ur&GKiD?4R6%90j`H7>0nmn!|Jxx=Y@sCyVT
z{?tKT({;Qe*HgxF8~1ZVTABNFNY36=Wx}TqlC@y!0m8Uuoy$yRe2lzgF7FeeIOHz^
zdLdGsg+(|UBoCe}diSM6Na#yB3Uj=*5WCld%6x<L64ROQ6J7RdO<rBWR&xGWYB-jE
zf1FBm25q^PqKnC9mB+P=?j~Rg8IzPc={gyWF9l)h$t7t!r%G2vuU$hM=PDn0qLnBc
z7=vB}ttADW1+Q?i9NA%TzQK|JLk*g*>xh3H6O4LqF*#v0cnuCiXP57Kx#N{*EaCVY
zrATgBBw0cupaekFxN9`QuqPaP&B&?o;OBU_cCNkDdnZ)h=8v07X#=i?vH$?P$JA%;
zu;*{_A_|Ul-l!ICv*-vGjMGw-!gIk&8zFDq+2lJYQGOWdqFbR&noKq)>to6kJj|eL
zjr{Vi4mrF8FNlg}>D%TbrK^&zuj-j2m0SFy0lJ$06HIRjOwW&UQ_4pHi_!gn5I*`>
zt1P(b;v8xj9s*4d_Zttb;xypbOkaMj>lNAXNS2$k_vdna=Was}cj<Tzf?#6=`ylIx
zV6;a~QvG}2l$!T}YPrtgB{F)$X~Zv?#oaL%2DQUWsb;2;o|@qOE-eEW;nw}j$<&-{
zz9G0r#f5FdUOsnvGFvxQgAsOBLw8|hziUh&10f!1C^aiYQr~%G;3DOnv1wvZRA!M=
zZ;Ea;q9K!h%rLH<B5cf|Rp$bbULzr!o{m?6zwj`rb-fMmfvgZZK|-2Eq)LfN>w`P+
z+<~ho4f1{^N{;D^fDCIUhKDDEkzR%#1_cR3`G@-eZva0_I=IZy48CR--3fVpXN!aV
zzSlh}nADM~rJ;7S|352BqGLuR+yTkcmmW9}Uft_wD}(~#&><6jRF4}M^8EVt%y+hf
z&{`uox%F_=Y}UnxoCZ+ZJ?2+xAse#C-xKRJnLKfq0(QNUQnmex<7<s*n%IwCbK&f^
z>Mi+YoHr}@S@aUGx5O_*9OkwnGHyZ)1L*LS3g%pVwQhE-oJgGo@o`S})uu?khCRT<
zA43e25J}bN@+(bhe{{_<PpXhf{9#VqxEzZ+)^aF77hn&YAXQry1w`d!^Vyw(I+&G9
zC3ph_`@UHvQ0^2*?y3vTHAQ{8T8+37+Z*>H_2E^6gel52zm(@D@=}wmp?rw*$m*d)
zD+(k<UueU}!Xv_yg>LQ~!b`@Us&~*pQ?;$R55m=ty4ZE|TrIdsZJD_pQuAdcMgA9-
zM&`W@TL|dsIaMo3U=`xz_0}J|51cI0k(xQf>RAe0iV{B^oKB&3M8_l}qX701-PW$S
z(7NSLaAaT|d)i~};#X`h8{Q5TGrS~igQhH?pRSi#=MqRGMp*JW^jl^aolw8DOrjAu
zj(!IP{3iIvzdep1qf0kOy%9DEm&7iNjdt5C+e7}^2`hhM4M!e6POYuAUANBbV+c7A
z-md6aNqk2?`m0W8>&J)eZGN}FzVll?Jo>k<U2eJ6b5hL*Wryx)Z2#mmgj&ztUf+md
z;3;r8@>1vf6Bv7{{a|OjcYP_tE*tWHW*+h2+3Rd;7|Sae4&W!5Gp8e523&U_4=4F@
zEHI*p^%vnG?l-9V=)=jklC`-vQ1pU0t6g&G0J2Z(DL^FCM+Fiu5v#XZI!*D(E}zeb
zc>!D7IGd`wmWDItK%eEH!%pW-67zG3aUZh(0bVpbGt6$s?-<0BN3H!cDroiNU^2Ap
zN+z!dq!qezz(h(CvWT{Hc!ZQz6dR1SI;01Gze_?)q8MDduQjq*z}szCExb7-fj78I
zIl0yHxdmf`;Dgx$3g8kM8y{0@Y{tu7+CF3%icThzP^1^#M<A!<1oTp<o^=7LabtGW
zgiM9Q`??)IPR=W~zvjGg&pF?@$Qj`K2KR(F=e6KYZQrM-%IS^*v~Vk)FFM)A8=Dsy
z^!k<^FHy-nH;8sN9%v4Kxw%p(ALP7wc2O{)!m^Zi*tqqEGl*ELkvglvIAGniFBAhu
zxY_=Qr3rB5-;-d^?=6X8<ss@5sK=*M0)6VvttE+y(u(Z7cj<~~D4?X!1%w4Kp#w~^
z{gxyz?ninajvV{z#d-$w0<4uG&WpNf<YyBKkQoU}P`ml5P_(=vRO+6R8|xDfH>Vxz
zAGwyQV8DT4sz-SVvDK4o*p+m8agJ+uGeAUL$d8sXO|-lz5v6sVRC@cYud3o1nD%Py
z8Z*gl*tyk<#uQX9%Ie%#sLNB~k1*d~Qrx-!Q`{VA!%U3f{H?@ky{LEZ0?4Y;g<@*t
z<_7G{0&y9$$^}gKEm;<o5LF}_Ei*z|E{qQ;t`MZ*MowuKJTF>spy*T}PmPCkI)hWd
zKHJ5j1;eXHCqsT-d@38PpPCC)Q`SLD5Wl-gDrAKZLxVTZinBS+pwgyC>FOHr3<TgK
z9Bo}Y`=`ta__RfGuuuWT9Y!@3D*^VlGLUdj?*d|heBEldVTuX5t|Cug`Th&HmHC`j
zJurc)LWO34{+ovyOwGRR-dsH0|4tot{`Wa=)0MB#e9$@i^G9Or;<<>{--G=HBuQ+h
z!R}jx>8AyzlIW7V``h+S3$#?~r0ef#Ek!jyS^2k6k#0h-&+UPc?YFeuV!Cm)vo{<W
z#eCO8Aq4#v$#?s$vIC#aAva2p2o`XR8w-%Y{`O6u=PoUdM}EL7;#R-4n~&V={@$`*
z5_KA(o?-)#ML)wAR5ig34ydpfXUj$cok%53YoqeMW#CM)1xl9Qd%GyxC3+rQfw}ET
zjgxJPl$zJ=1hDy)4;HbY=G*Z{DJw}T?~0Wcd0kojdNeWb+U-U%`BY&&x&XFMdLOQ7
z#~k9Ov|$bRSq$EYfS8Ol;%W9XV)g|R{fP^AefFmwmzb#^M#Vx_h#?cZ%Ofb>SsCw!
zOqZsD16!W-4PBk{KLzfcR1G!L++g1eP97~+V+@{!dopKL*XPu-s=<?{E8QkIXv(s5
z+Kie`4Hj}0demykECG;la3&V8kn}m%=Ltwa$&p9Rx$Pqj)}E&~4wDW(rqTJm6bO26
zP+GqCwvbsqM^%G2BPQOiB)MmC$r>r*cArm0xr?XtU7k{@k4%7axw7?;jqxxqzy`{2
z336Z<|CDm_4`8n&;PL&S>s>#uOi+;)+5*-wc_RiU(~2!24gm<v?4o@)6`|HY=z0#d
ze?O*DasQtepd{!a4<>+;f76+U{ivNSDDZdkn^B+8o$!d)63PG^3BV{rNUahawmoc)
z*_$QEP4y6Bxnk%eBw{CGJpRNW%O@8O8aW-0-Y66ouQqBw{ylS3`0sMc%9E{JK={?z
zYe%x;r^LUhUca(xdrnyAeq8AZf9`%N6*m%SAM&60<d$dU=l<2Q{{X$p55z-#rSHVk
z1!{-BjeraD^!;7qjib^|rQTk6d}%6TyY!rN<!|EY!R|l6>e9k#^}>~9m3IUt$=tti
zD%F?zO#j~%^#y2^XLr=#^&imyM<ddkDzxg1+xj9>PV)vu+ve}67mY7k8dfSxa~g#1
zpxy6&a8kD$nol$b8fE=SvhfOG0;T{iPu<-Lq@<!!X38>iRD!+@>v%9{>jui*z_G&T
z5bnBipuKUy_^x^xFZ`HWBWxFQb0PeLZIyG2r7>vJcvJ@M>}%ZL$|6_z$HJdIy0!gn
zG6|dQUrG%(OTVszHUlCtHfZ{}&&)ok&QuPjl0jvc7tk#W*u~=p&XS8bQ8JA?P}@vE
zq0S{s&J(wWaz-94p5N9NM3myvvt_QYvUC{WtvBn?**r&L!*2XYT`AuA&73q(J?keP
zCkFN@ALP~5F1dTfS5yT_-{O884H0WBM=1gUJX@?jRsDdL5&K^2Pp@xSlQHdv@VoOk
z)=!r!v9{;QTrx}#(@n^mc55#b;JWDdizpYoygzBTbgh1bcvjV#xJq(1UvaQKJw@&@
zWdQBnY@{3XCe=o2JI`Q6ayb;Nc8;gpbd{Fsm=)pk-pIJG0Xo4sLNR!RMUFF?oq442
zAK(?mjn1t0HnQHx3rz-G=*ba@ORD(P3b`e=9pRv$=q@)9Ki^(++(&V9GMBhK;R-B-
zoBS3uBbNj^swP<e{U-bDj)s~IGe@_Y<q<%@n&B>_AWO+(P{#H%Ttk9c2C0gq?+$k!
zDyQgY4CaxOKonQx?wxFf`RBJ(lg-qHZik%=(w;igrC_Q=@K{g7r3L?$TX!LC&?-WK
zE1p?wx=+Gj?wps?bavwQtv*w72>_jGNM*qGAyc8zq$Qp2dYC*mffmR=z)OZR8MGTx
z==f4h+?6q=nj8<a!?NK_lpLRw#vUTGAV_O}nX@rkq{#V(=pg0>W9S$;Uqi3gZ!Z>D
zLK6A-{^$tB4NA~Jjnv=%2T;r0tm+AG6lbDX*4D0KbZKYw8t311AI(>-T}*3|(_nK}
zBA~<dQ>f|HUdmecnkNkUYcM1|E=5>RuraF`T>~2Uc;U{lHAo4M4DCEx6K>fWEY!8v
z-Qn0SPkDL4H0syvO#Ak0E)^u;nk%wJ?7gxwEbd40Za6k7(5*I-`vV-nE&rW9EWp)7
zPM}U1Rzd!{C714x>+67&h-vb-UrG<LU$%z094Dmf;YtQCSQfaxOGEtRT)k>p;zko`
zWD%{w1OS~N>AkETk$GP>VB9K7NH~CAyaqOjCwAf~P4`xnNJXoUeEXj#;Bny{T8D>}
zB(X6Y7C8YtX5!6i9^RXNZs#+D^&ZN+!+9;3h4Qj8+gr;@0=xsu%cIjktIgFWgNphG
zeGfO^g?vvMyYZmm=GlX!o9E=B2>%vH(vIAt%U8eSn5Wqf13sxuEsw1%F+pt8i`j1+
zi87|X7vzw?^6vO&Y!46vm%C+>x6LEblpIenl6c*I<^?n(Cvo>)eU-MHXA|>xnc9p3
z<NJ<(h^sepaZ)Q#PO93l2gs#LGOaP%EXVsi@_ECjFMRy_+ku-TRxMXFctK*g^T3Q@
z-5r2j)RKEU&t7!y__OX;s3DQWHt<~dVQBJ(zjW%7F-O-Ht!1Fy_P!=tClNhd<GR?R
z(7e0Ol_B|VIc*kyT4cm%EkH9I_u#Vc&V&`T;p26O=Dj!oz=_$6<IbJspEDvVZ1);^
zc=9>6nWS&5yEV59hlcCx^S-(l77(%9^6f3}f4MQ1IK2NX<Rqf*-LY~!vvS${N;h+L
zw@k6cqFV}X=PrNve5|htn^_Id@zZs3%Xtqyc$b$XXZvQtr$SD>FJ4{3%sMJya}ivq
z^cm6t0FFpmuKV@L#i(VWokIk}#zl~aaykKQqRCwH{JmWMg_q4`?wyZ%({-lCSf^P3
zWYF9+vZSO#t3-a>aHaI}qb25})bFed5~P8)S{+N6w^E0KFF+)^Zwn0}91dSgIIqr_
z|0ma<q4s}6Z>T$Nz=Z%1+0$gOV%M&hP$@1%@oPV(Zis0+uD2W?Jt1yVg<%S^c(#Id
zzMyA5@2J8gIBgJ@25;|@#K?kS0~Bw2noYNNi~<4cjebR>Imzu@A0GV`2O03WB+HLO
z1<?PVy>0h$JQVT<998%s?n;$Cv;4SI*W-}vAF&CZ<`+2RE7-#OpM6@FvJy4^w3wm2
zHTu$3*2~#$Sq6L8WcS^UA)(}x7?ke!EI!_Xz|d>zkgJC7RivL+vAXGhB~nqYo77iA
z+pTejKcC<nugB+6A0yu&SUv@fAsVrwb1yVALk}atG=ZUz58y1H+l%8fC2xn4xN<N}
z!`bAqvTPQqp`2Y>-kr}z{<jhL{gDz%wQU*3OgWl~R~-v;eOxaakV`7QD1A_tt;!Oc
zj5i8E{%ygykTcd=oPeMoWn<6p)qys7HTc<+tMn;SKspH7xZ(|^;=N`WUaFj>4-{>Q
zmXz5v$t+Z5$&Nf93!>oVj6Z{wh(nn-k^6OG&w>)&cufd6tMRfol)LY-60A=@PA9;1
zbu*Ow4RSC>(>(9=dI5ZUrVIji?`C$+3X@%BC6p;KyvBnTxRq!M79)smWno4dJ`=tj
zvuXjW>5Q#(S+FFy8<EJB&VW+`n5Q28PMf94JI4*DK2=8ADG#GH!5dOBpWg3wDOV4V
zE(Vf1qwXZ-HJLm!6q-_Xq1cQ`8pX6F0AH6@UkK!Dpvf^`jfLs%(EOw(B`=Hp*{*aD
zc-S^jW+78CYE&@%k=Y6P`X&b&8Hd!j>2(+p(&iQmS7ZQRTS*f9?AD>lwZlbCt@;Qo
z^;5Hgqr<$~`+0<Qdy`HI>kPNbH}_wq{kaC4eiyYK#u7GXm0*`t40=;3U9(4qsmZ!#
z@apXUF-%JNO{=j+mo@h&+~@1TSR(6(OoksZzt6+vE}a=JKgH8EpZNbsop_Ws&>{Vd
z<84)QHZ0(v>J~>IEcq>|`B@=4KpA2;P4Q?rhqjp{b@WW?)Ln~R%cw_u!8tVrgDTBs
zyeajY$U(c-cdVIp+R?*sTS2sgcPW%7voX{OK-f@iy(d;9`9X(ai_KU5eU*-~=S@ZH
zd+KgC5rc9W@EtlZ44U|Wbk$Y!1DRwTjL%8c`IyC~0x`Ei<07jhUIh2tC$wEkVfM&v
zLj;so!DB|MiZj#GFnV1J*Rh->NLTN^Sit<&McT^jzu)|~WbZs{)BAhn;KD~b=bdXz
zQyH?xXmd!<pzN^!dCfr|XyIwr-$%ujKdU!Bu^YEiGA@a{p>2q!f?BP{Goz^v?+@54
zOyN9%JbX!6c?89z^s|~jC(dz_bbbGP-civwS@Rx?**vRVUmKRhQzzRfG0eupY1on>
zO>aE@JK<0Apf7+r(aEf5uQazC#4F5km8RAy&*F!ju3t|uk&t1r9Q@%*DDcLm$#~G2
z|B2L&hi*MLHAC_JR*wZn6O$Ppy)lxvNR-7e)1Yz<Rn=R;?N{pOlUiVFjYgyCfHw^Y
zFwDYj&B8LqjZp#fq8)}vCx0g6`X@oJD@_x@9aKk>2{?)LIL`uB+>jRaD+0@}d{t2H
z(T5XyK}*l%Uz@I=L0ygRn`?l#N^SZH6cpM@RUNQts3xv|9ciO~My4?9g5h<D(Eu#*
zducpJh_6X+9u-A%r{#73g}E4A<_WABiD)Oxi~{iUJBqZ&cjw%^sm?Q6Sz&7gF10A*
zAqLaKj8UIdV1~9J_QU@q6jj(j#>8f{gEbF+O#sL#+25CYTMpu_p|PEvsf+LFVKI3}
zUxj+3xzJ`bQHqQ`XC4PjJ8Lr&sdf@jF@}--SJg%9%9mo67QQioQ>u@-WFMq%PW>^B
zT~Iq);!oKW)6oINsDa5=Q{pZeu+OEMs_~d!4UHa)r*IFUU?@=}>0Wb}tlHyfD;sOo
z;qC1W2q&8!t)bFzpn0tMtb2a+7y|kDLnf+SgZVy=y*g*odk7%#b*TmZ#i-l=Hx*Fh
zc~vG_lho%{_6!qVLO=~|JXSOFbK89oC^h(W0i8|pqFICzJ~2%Y40|HJuH@glDf6m`
z2lRRPTqVyFlYE95SiFd{<Jw6|qF3B!6IthCf;^kJqh%<svY5EV%m8*_TYmVc!Se@o
zYdYp)+e7Sb&j#Ib7O)qSijgV>RKZHejA%WXE-?6g#(v9C4-ZYQS4!)Qj<|O(JG~b8
z@#fEut*t5#_{*L`?UT0@r0&V~)hHTH1l&}j1deR+JX<I|bd_+?V6W;^XqAZix;h+?
zs4<23GBrJ9ZoKed^2@LpQg723LqdtL7z7&g>E^_aqG&2F^ySO%@T7{19=-Or(oRT+
z@uT&o(|v)lYBP&x6Xt`;?tEMjW{*0x=JlzDwts-aEc5tZ(p3+E6iZRXZVwB41<iDM
zfdbsdc)H>P5U|ITOI|_-Iwkuc)|;|b*~*+vu8uSzGtueq-+41ChVOCx2Y7ad`}L&g
zBBpFjRMc*d=;#8>!4Db?PEkt3U=Q4*M=`OE%7_cZf(t<mf*PtS6g09VIhwDI&-u%G
z%RwqpC{^QY6SJ&lvS3YC3;hdfH4-Q*!>}B8^I(5@S@^XUExAPKTVI(K^hGp+L>UfY
z*0XuH_DChAS{7Itc$7P-#lvZV<h-e#0uoTCpF0D3AB@O#m1Yw>T&j73lyH<LRb{<?
z7(M*d!tK6?%|&yM0M}9tsta8g?1s~%ValOvTl>O#brZ|{l-D20@~U)>bhm<(i@cnJ
z$hmb(k>#XD9Gwjve})5C_S>OJOqTs~JcSo+wL<9LeDzY)zEYfR5K~NFa(n5;H)g2_
zhzpQ+tio20iTkqzXi^lBnL&eu!Vp69O+1YPk6yFVWgHnR-Kwm-H{@A|Apxum?WRk3
zOM7-UBbd=QERzdp<`!=`d8J9c;KR|G;wVsFH<q1Ea*Ze64T1ZCw_jwT3(@_IgnCFh
zx*}e0dokDrr43m&Jou5j3jo0qs7V0;IyTv|WY&8VqHBd<VYa5nSyxOt1_Q1Oy!ga^
zxg#R&tAnRo&IpMtaCC5N=rrV}DIO-yc0r0otCK#BS{+%UKy=5ywBI!vPz%!atzUn;
z`@S+$8G_=EQ&wh}N)rO#oW~VFz+GY|eZ;HnTjR4^Kr<1}0wYO1W}sT~$5hR?cWZDY
za|;=JTO;OC75JDDRt;T<@^A#uuHpfzsnqk9oU6ghBpQQp9Xqs`v(&^)qaw!cie|G5
z|0(4+b7!Ax*!o6MI$N_G)Oe1tKD4Akz+_HkI2=*nKf289A7c-a2dzGUy7kCXgGNqL
z{@kvdsQY?vNa^>1fU5;1OH8$TksPmH*3{jdGgh}eAms!q{M{T%yx|F-aaiuznNriI
z-HRE$umY}#V$Qi{j?nnQO!CVN%3vnNW9_GcTEO_mk~+Q+KoTEQjmz`Y*!Oq;cPF13
z$FP!Unb{>iy(9c1@jp6PR8z0*{;v;B>#Ro9c6TVXsVkABtA4L`KNJG~{e_wh6q;AL
z@~9w@5$-SFpukbl#o)_XApZWZwlyMWn6WENfpM|mlONC|>{T+?RrZx{e&wu9DMvq(
z$mw-Ij-!@=n2?DugC7n4(1(9MY4F27MtQAPZ2nRtCSqDC3|88|=?aZY`4{obA0nHc
z=PxX`S0)ZwMh}?*$kQen#ziXkKGs-k4?N;>E+OsLxvw8gr4+p<S6y~#{9-o*g(}G2
zLaWC~{{u)%1r3%zsZaN5R0v<VdEPb29Zqk4e}zrK|9)rN7SK8`{88MPloA2KxL%Qq
zU2Z6+NA9}H1u*-6IY^1g?~eE!b0YeBL-9gM5sJRL@EMbcc%J~oGU4YInI94~Z}=uh
zMgmG$S5g6s#w*qd6iJn$``{kim@4TooO?-&gv}<AMW54*)(#X1J<;d#DwZc1|01&E
z+M?msHr?eYU)|QV&mT_uYL~y&%Z?SNXK@cSxxK3IJCS?KR4+BT+60ivtn|@-W3=N*
z6}M3Gct%l&7IkA^vg*IEQ<<*iromX&%v;F8iw4~&j?<E~(aGLq^fNz_9T}Q61S|C^
zOUmU}@Hh+eVOF*1O0&;qbAch~8%HxF6*kI+x;s(^l)fcMuxOSf)d7V?mloJYbX0;d
zMrLW35bQjz)$wcWH^950^MeCYuEv!^9>GeDIO1fvHGyO_l(FgLhE3vbt>3C$n2)ry
zsw~T{Uo*63)`e_-p(E3dh#KC?5>j`+gio@De-XvOzJB(6kJwv!myNRu7d(AQyEUDm
znE_{;cB6+1+ii>-@9cT^5hT?bSZhjXywVqjY+2rGV$wBOn5R#G6*PBt0X9jB45|hs
zx%=!)&ZmOUmZ*O<SFB*ytVfb4E-~F#QdQF~M1!Mj4U}t_+S<VKlWS+tRBxkhghH`U
z-bN~3m<jDAFx3+gAQaAh%%n%pGJ$@`Mq0yQMfX<AI~Kh6AgsG|(v>Qk%x|*NGYYu`
zwkW9usE?e)Fv=zYxm<F7q>@RD0p;n%ek!REm$@v*5z@$3FlbW>Cq=WkkP!Xg4VXYp
zCT3qn+PPpj2e2+ijvrao-uu0tR=z)F`wuYo;&OGEwiFX2Z|MDCxLy9UJ-gF=&W(ol
z=FOFTYA;#m;V<fN?SDom@vGYtd#}0Z<0bxz+g(=Fd&<!6yK@xguYIoQl)LeVO(Rb8
zdovN*0z9u?1X@bYGwNxJ|2$nI_P28MnvZ^r>l)5oNg#b5$-M5aXcQhm>aXd$8<vuK
zu(WtlUdggaCy@{aQw))8pwVdIg&E%mUsbWD2?45}n>6iz)k;%O41T^!!5J<$NjYxr
zV)d>=fDNr2PFzR92pg9QOaC20($@_b+ISe$KdBuYZ9uRn^xg9}K**pa&<HRQ1?1<`
zJWv#e4;flcC{a+3Fno5ji6eW$ScdEVh2V}I-pLX4MQVh?l~F18dT~A1>Wia=NGYf?
zs~6C^_A15&n{z(&5Pe=X;gT=+?dC!6V!rcAY>N~xR)<chG_M`0G~vxkU#w&wk34o@
zs$2Q}ZK<V?0)wU2{cr0H)q>-H)WbKt)AjQDm+y46qT^D_SG(X40>c95dTR9--~DLA
z^N#apA~+^LTd`}YZTpRuP`2B>`g;o}U2M7pINCyCetffcHaqaLAB~T8_lI4-M|J?M
z(MFmhO`2Cq5MB3`;Kw(^mzc`QTo>pUPF{6&&2n=C&2%--{fi2aM8TT%t|yE?H`y%e
z?qd1E^IxBZ^>Nu~Jn@(BebXEJ@fI-&0sR{E@fQ~$I#c3_*lp431AeJ~U66+F@xj#c
zCeV^e?zYd#N&nw1?u@)v|B<B{`TJq)e~5J<(gOqdy_t)7oi*AzhmS*^ZP?%{zin{3
zj#<;l7-14@1qeLUbE1Tvae{IE9-Hdq=NGCbY}#*d`a`3bCdAd@bKzmA_~y=!XF}OM
z=Kd>RuZj8%yIsaVY}IV_X{G6SA{x9`M?g+iBI1K`bCm5)SeTw7Kh=)qCAIjN?d{ek
zv1l~NLxQzeFgb{9vN1E-UFq|N)o;fWhwm@F0^3tgbC>-4h`#jH=+*M3vjc;z`tm{F
zN#nksIBT&@0IvMQq)|%@;U7T1Vn3;@EU0mlHJiJhIS8=VEzBDCepe9E-l&_UmYLxJ
z)a<KG=<hm&2s}R%;A&SVAeD4y0H~>zJID){oiUa&6!HqRr0h|(eg-re$<_-pt!}i~
zvx(o4fsSe9Ak39AeS7C`H-ykP<OkO&7{p7YBQC<|1xZq+l2*(Qhzk)4TX&XO+}-Z=
zJpBw#WWn!$TxF7xc!#`drPaK@*ysZ1JiJrfuy@M({n(2so7#2c&PRZ&?iqp80^Pmh
zM0SDp<L?hL9MvI-D4913lV||RgolKN(qg|EaT>N=Ms@pB^@r+Lh4hj%Ba71m#zeNA
zuQ5rU|I|OpOgdJ-vdQ{ex)yLkKUXi_qm%FW_gPHveHq@9aggKV@5ddf&qH&5B=cZ%
z6d%9}1NrPp(HRIlG?Qi?%<t|fvM-Fpl|8(NG(<etK$wKzfhqF<JQFejd_n*^n`)sZ
zUVBqaQr4$*%Kpri)nChPTaQbgoI7_ZYd!uG(%g0N{*$9orFSPOjwtK0iorY2>l}2k
zX}d07b^Cy3Vzh*(KSp2qi!E2co}hsiSFLQjA<F#JPGh<I;L9qbzc@!m^{-T~jj~G2
zWQM#-J$D6nDX&gkJ-+H&$hledC|*_<PkGSpfxZ=&mFep*{&;ocht2z3J{)!{uv_Z^
z?fIqkx0P7?-R+sBLxMB~ZiMD8H8DpT)T!`%n@`*<g#A9`DUA5zX{gBjAU*I>Ban#W
zIH}yd>IXgY6F_5+LeGRV+m2L}Wpjo@??rGLY#yTYC9)fDsX69&Nt_i3i~<_)zM={A
zNlk%pLZopb@o5_s*7f2Rz`_VA^7vwUIO~PG;DpG##v^a6aWwbjoXIb|SxOHLj*>e$
zr!L!w|7j#%r_<^6{g&(NaGZja6k>vSQ-;W<mO~m%+|a??YZuDAo5;6=>NL3p8|%L~
zb59vZ7fN{u&LlpdtItf|m3=P@12Z-e$hvZt->Z$AjBRoFq9!=76tZbJAH@$luba!h
zFO)1tHmR`I`v5ng;PQYR{qrTP3R5>>M`|PH-pMAs(Hi?lGS~CbQD)KDkx~hWUE|Zk
zbkj<6Sqcm@aTn0S)gwJ^Qek8Fq1qGr+{2W9&?N;#mr0lGwx)WuxiHX|lNm%bAw7e#
zYCctL=*Ta2Fw=#m-PIG&DSNed1M-81XFT`CGpYB$^eQ9wu9x>B%sBfZ!#hIXW}0z?
z#4~O<uXIpHuX|kp^?>EJi{y6EUs~c0&G%ul%iFWmqX}nwwm)?EySQJX(wX&^-p-Py
z#=&~eS`JoA>@!tc*z;fiBMPjj(`z68@HLn5f7+1$S^8e%v*lEXYvHTKoIgkBM1_FR
zQ=NyC)c0YH8Ec$KY+UawoCtt^r(P0Y>}nMgzXwQNb^5&|*L$N&;EDY0TRous>7C;_
z#lQT%NGE*k<P1<@7906X_!1KVpcPe<tnz-o{rA$WLc2{<cqb~ZyqRb)8Sw3P@3WbY
z9cL55jFWq}T4O(cyy-{7iav~#qv|Pd#uAx2bB`Wu0gYxf)Bs_ck1z%2%(%#a)oI#T
zv!KU5(!)NX?^@}S13Y<h1lS%<Gk7$Z>K+Z%j3U(d4?opGMM}I%5~DzjR!&u4r2-Qi
z8=<YRoV`yP2A^tIcGtJJ?-ti`gft{A&u;N07J&&2e!@NfWv}vD%(pC7|4>UZG=lB>
zp1sZsJ0e^}aedkN2cY5ppY8fT+h*i5wmux5Y`|%7;`R2R2(A6=)zHF&qdqs}xF6e^
zDnT0G(|Y^M_JB1rz@gXZWh0;=tvEzf->0k&m?<{;Hr4l5#uIf2%g(L#4^LB`f2Ljb
z6<2RXGjqH>X*kdGy)MD?dwZFBbH2_#HaK34W>~4c-^$Vb>Qd*jI&3JrNDtHmZ>Gj7
z@j;tEHn1jryg`6b90_zsXAIwyOEorBj^7T3`uM}H1itw2v^JZyGt1<i@0qosdCbhn
zqsE^|#&vks3*urST53Qy*mq4%|NX-sVV?Bx(xsrJCvTs-IbY3<wYY7l?8Q28_p{VP
znKvvJstAKwn&@sOwEvYHFi1U$(&$+-F>7Xtu29+>v@DHjtAx=~NmHw&SKw&!Q~uB2
z=akc>d5Yh~4r)k4^5EEP*=+JRT)_w{)f4yJO`1nF>#|btM3`A)o}haIYqcebG+=)^
zV&KE88*OTrTR9K1lEtvxbk}jIn}gW!Piw4g*wMPmi6qY}a;r9*Ag5bbbKR)qmdHZk
zYnU3Zn;?|f^VLPccRZj;<5i1GA05dqy3C(i1NLN{1={Bfv&?mQ!enf|Vdq9Gj5Kcf
zC-_?b1H8U0#ndzsDnKL!{r+}to>!TBgNBDjYRu}gb7b?D)15&(t-hjaW_AQ3fp!&*
z%L}dOB1*c2r8#aky_@(L=6SiT-(Dh*p!%veXD@lV6M>P1WUwC^NAuSSRlwr{d<r`Y
zuG&@EHrwiPHWt9<sY(ZpK({%p`<-`N-6%d_>&2(%W5)f&D=eH%@RTaz#&fYhg91Lz
zky5FJG?I!k>53Ns^ur|#Udwl#zsqbke3-@ylBDIqK7xSg(q=~?#Zgzg-cwA%H|7>h
zSryg4n%Pd{W4%LtxvN`wub;{UQ}Q%3Wa)YvaSu|GK8C&?kt?#TH?>k}(&B7u6&rm2
zzu0=~uqNaG-+#d99wkT&9I??MDIGGJF_09Pgn)FT)TB!oqd{_XhlD{2l1ir%5+W_q
ziobn6-}5`?y3Td}y8qlC_qO|fzg~~$<2j2##Sz(%yAwQ}t4E!3JzLp!Zsec;z>H&J
z;ay97A`ve^s8b_Q&a~|}l8eIv+rOU^5rfoJe0(ZX`^f!%2QzkdB$eHj!mC^)8B5?^
z@XRO(!G|Z6R31w`fPin?LTiAfx9{km%?r}N?M>x9iX6&^_hV`QXx<39d#?#?TMI$x
zs^=#S7s@h7+wy@c9)@?V_tX+QJFjepy8B=_z~%zO8Cqz|)QFctyDYzL8J2-048oL^
ztLd~*idm}6#|ak1eZiK&`==pj4&BOv`=d_@0F>{0A^Slm^0%q>*q~%-dg&0;_<6`!
zS&0g)P~IFyU{3}tw;HvA+H-4Cj+kcXH)W~EO+5BDVGF(o&F)M9@GH>$08f}zkwV(&
z&Q}t+#f=y`uiJ^uSAs><4deMNyy03Ev<Jh8vp3ZyD|b)q{A1Y7ye+chkyEurpae^Q
zh?5%TduwJh*;q+N7^ITdg<D(Ikg2w|sJJRkUy`2EM$4g$N8@+71%N)sWKzJ%`Hi#P
zj?s;rWZ4KDhN$2*pclu0I2L1{ZZ4ZaMNw47KrM8}(TRR`y`1O$53+B-Lzf@r79WCj
zbR#RF1n&TcQS4eB7WYl2^33(k*H~X#M7+s-Uy6hoD=%h1?KQUGugkzJLS&z+qO4yz
zM5r@_qWEBb@2afJYQ%_n1>r__I~J%%GrvYj^EfXGKj#~J#Qw+UqqAOBq3m{^yz8fy
zG0Wt7b2%XyyKlyEZ6L;hUtE;5ws*>347_xtq<i)vj`JOlYM{I9>0weOmLeviaclcL
zf(f*-)#1)Un;oGI=*~WL4^Y0-0)T(N`fHa^UqYSx+5M&s_4Q)??XIA+u_42zP}!@2
z%yTDxKVcc5U|^IZlso>(6L*D!As?xTGGOY1gCXDkQEi^}_kl)6rvAoLFPu_P4)xY6
zyi8Kg$nk<iV^Zt@fpD)3vtLxYS7AZg0aq)N!xaZ*87@oOq1E&Wva(Q^0;+MPU0$6J
z9Ecdz;n%^Iq0OOj#C01#ez~Y?%>nLKJ$_I7>G|+?FjwfGNhYf;rMfapSkc<m)nhr4
zn(W`k%6-+3&a#AQ-O;0Nbsra+no=CnyjPD?1Sd8A0jfTm0QBL&*V<Y=Rwf_o`%Xru
zSbv`l?Q*OatrUMwaW_lZ`1$%hsHUb7S6TROSl>q0*rD7n660f(38{C$@oJzIa|0n!
z%N0`?Z3U(Glb^co$K~_0_t&U3b2E`^%+eWHNDgPn>2WMl8as)M4Oq%h#jUO$iU^rc
zsU4>hlk$~cJ*bySeeWrN$>ct?KHfTfvb#*4+E|ufhV4N4KNyd`T(Gt#+~5eOeO&mJ
zBP$vI4EvwGFaAmojP%6^lb`fb3y=nM@`t`C61dA%IE7~)WFY{dgHhjWE3B%@wxaI^
z-ajqC!A>m|uwHZIcIo9{%e~dTwF6Ln@b+)WWg66ADdN1_dvz`~JDBFEhW_hbxQJK@
zTIBpJRLM)D$VTf3^)0;kYDxB?g^#In2?LUDBagoPH4Y<`Ch`JJ)PkuRHX?FJ^&mP8
z_Hoj;G!_-NFjpbR$AFIk40w_Ls@sjEUj@#_ny>mrhOz#~X~RVOW+(hCJ+TB-!4^DC
zfr<B-w&W`*F>GzFa>*>$wt(*7z$(@=Vgq$5<O$6Ay?r%XuIUFDw!yWV*6HCo=9JOh
zA=9sXKa{xT)0vA3p#r(BJWdG5F&#K7=FO8*{1)J)x5rx$k{P76Z~ZiM<LmX+!{m^j
zY-y?28{;YfW%9)dF%7Ko@EE)Gg15p&qE`w&YG$k-ms3d~@sre57cfl@j_8e8`MGtT
z($~)$;Ma_q15L^8hAaG`{;oUa%Jput8im+P_4S2zNH4yG-ioyp#`rLjF3G;3Iq-W$
z&eD<jx>{bVmIdb*oFSxL&zBH{#|I^LB&-t`#}{k08~J4Z+MV5<ddI+8H5dYo5~S~G
z(u6fJB0U~yI5&uEbh?2)qjX*)=(CF{J`w1sreLvc(@5O{;V+%KIxPy~@X)hu5t@Ub
zYx3C!E9@)>bGa6`l1{ikqQv^+L^j$7u42a^{zT%F_DEVoi+$E2;WWitMfUM{z~6&s
zz}aBk(gH)je}J+Ka!mtz$<j-|R2HkmCzN{CuJV4d)*rzFV-`AaBW-dxH?|CO5A!Jh
zE?EVh0=bqdRi?t_SG5Jz&H!hhnBoL9Mxs**vfu(0EoBwD+yWHYYUO&CpHXL7^BjSC
zskOAEnY9X~yP}FNF8;FBk-&f}D_*gC3z!{QaP2>UkYAsP9pGH6_vN3rN6v4W-j_TM
zFs>0F%X19f6K7CYl_QlgaQ-lx8n2VzI;z5}i$DNYDjPW=R}XP`_-#Ggl!K0I-?3DZ
zg(A0z>Aw2y(n!We?@Jk7KfVaF@7SM~6lGI5Q%Oo$icCx0i*dw#H=^3WMXJ{_ft%lc
z{C*l$7_;pXWD6aiFVud@CGE@#!;pvDX5}QL9t<C}9Ry|HtM20=14_T@|NNa{Zx_h8
z$U>lFXJb?(L$aEsB-|=Q3J$sI->85Y5?Y`98R|C&Q@bdf9(JlS8vzJB>140}%=f>F
zjom)pfv<3hMnUz?FI?J1ZpBQIu8J@0Q+oSls4u;yW4a{wS(wk`zO)CH*u@cvuU(5>
z1!|(S9}#VQ-(nnNJy^MY)kRhZR1xVRgbM+HS!;dA-$vXb7svd~pHp-yaptRn){-V;
zHh@ky8AjU9#%W>@h4xki@j^SZFsN1@$CU)nG|z8=L3C~2eCmw!2w=6|Kh}H+bYyeX
zbrf-zB_6tQsO|on6IwEui;WC5f5`+gsvVfoq0*+x!5yJUor@Ph)I+j7L&}sViMsin
zI>EY@<g@vdABuA?0+U|CvMDEW4S~bd?z%bk1dBt`3r1{yw~#TL?hKcQ@qQwIhujII
zc^V7!#iC42>h3{95*&eJoyO-|sYZ?D%&c&2A~BgnHjUIra1)VwBOrDY8UJh9aU|#R
z^_XLox_f;|70WQpu8~M;t&aLD4)Sg3uJn<;q?$5S)e|dp<BPuDqd@$LwT&CzL=~iX
z)2&SiUt0Pw{$sGufUgW%?c!j{9Y+i|bWQbhNzh4XUID!8AsUpN6)^yll~h$=8}kP<
z%aIAt%vp&FFrVH*wlLf>yM|k6(~@)ik=^Dq_QEI!3VF23&HIPS>ot)gV}_ro_2e5-
zj6ZeUfLA)^e&>ttTl0vED(Mg&BXDqHq85)6ebv1{-}=8p`ocg1Mql=_NTFD735QM{
zFO@DQC~yCQWSZB_@*$2o*8!U>84z#t8EP@pAHd8${snH-6b8JtyFR49heyT-HQJT;
ze1uVI{B7<30I2)RISVc?S|do2TNd#e*i>z|q*GA&+$J?~y%iVuL%ZnLuRkZb!7Q{D
zbw%+X{dT1_wx|h=HA>rmrOapl(Hno;yENTaHs-}KFAEj97{iXj!N))uKX4ff<n=m<
z#wlLenX}6`1^q%;D8OL8fF_ruq<o*fw3UB1bk81^O(K2suB|2Q&omuwHQwZ4^;N33
zGRJ|_VK@hmNO}?fK>MEe&rJhUHEdB49hxYdnk)k)kvcV%s;VC+En;o`KHXTxvDQ4o
z`p31hq>mKe)_2gI3=Ya&Ptx@j%g?L8^8L+~dQ*vg98GXyT08jjs(a9v3=GHDw->7(
ze_InX2pal5&Ej+-`MW>61-k%|=BOL4SG2Y!Ol&EZVV3>t`d*ug`7+#YBva)1r+S3*
zo$}rNQTS8xe-DO?0?%LKnR}aW^g-ZwUWlz*cg#W0<;BM*Jof~Md*0DMe*LC770<fQ
z=wk_dl0IrfTDll_JBZw4$tM2piah6elcKj)KCWaAa^_pZ?CL`MW9*3I0G9X1WNEo6
z%%7}|e9`QX3i3Db>@*|SUD8LXk)KBpFhmN-qX)0s)|u{T-P6Hz&ZIvV(`Imtls0xh
z9fh&#E?|_5Ym<Ij>wHL<nU!=bdx|dU40(CUl1&*|MDj&54#W`;{*cSXBNvvY#wN!j
zKBAKmKCytz*;<)F2u)9LXUm>rv^V=!qld+)WGDuZ-Cq|H9Q0%~l2llohJ7N%p#&>*
z>DW%Yi>FFgYZ=xaWDBP2ve9G|l@$o1()}@22D&13GzEJ^u@@5b4?ykVcj8He4>#h!
zKzm#N*J)X`!^ulKTzvGic6RL1FEI_Sd8fm+HG<Y4N}qO4g%@@}y6YG3@9^BQecf0h
z()-Gn(pRWwuk*Qji4^hs9_0?1E;4)pc@KZ0@0;S^Zwk%PWE~<xL2ngbl6V$utb{%j
z4WHr}_SAgW3PksIocQoovJZ%_T>Nz3+hv*(f>Q{4h7Z^dohI}$VY0&1S3hUnA!}5~
z3VYCP9x=gXsGJr<$4KDQ`=?=ec=`;@i(U#jYj`2ffJCby5g0OIXHp}TCgS?LUn$*=
zYFxtSv0AB`dCMJm(qA7yN26Cm16P`9Mpp#*cM|rrl`uk?*#j_eCm?z8S?35k&AU0C
z<wGj=mQL~UKY)^5PZ8^-OvLlXX@dtv@!fv8?Gk#OJ)PQ_tvS*4Dj4lN4_3B;SU~oW
zbrog?(dniZonV#$LEraM5jWYbJ9d{|f0Kqu=v)W0=1j$qX>6AJkYti&GpE@%lJ=1`
zS$^K@?jrjvS*8~@h2_?f!&Xrsh|dh2C0jMSvHU!mgGt0x@q+KFcHx9mJH^_T_+Ugd
zFX6KWrZE+nMuK5xcHPDI?!RN|U;Bs{>4eu8x>N06Vb(heiZx{F6fRX6aTcMp#o}I#
z0iLn>Fftwww@xo<;fA;2SZ&cz*|31i7fF0<nRXYQ>rcYff1?Ell()vdP3oO1o)az|
z6?e~l*DfYSP=EeFR*SQU3{8%{2=t_VRJ2q2jSL*0oc)%W=()E$X~*;5(FKO#EEh+s
zAmTQ5(T4Dsd!x}M^|J4m<~ygz${{g)N50`!C+nan5&KbLN{cnD@WX-#c~4gIl3L3M
z#_0mhm!k;vWkeBRMj;i?z<oqZ{sRO&`no$}9-&jNgBN|}Z+&=BGSbfv*|ISuWSl@$
z$0GcjMlg~--oC3q%O71x;^fZjvs!01c?Yqa$4LWtGc?RqbwM7<6&`(v`k5Z1`|wuW
zM9E(HO3nq77RKPK5aDOMJxM_F>eCg^e3fcH>FkPIi+3VnUVFUL74<#Y{QKZELlbc`
zhp}udO<*Scu$_~;MkEv_k_%x7IB*)vCMC*H$B(YuVmo9=3uvxno>y=({PL(_Z0x)@
zeSLD203xUMxf4UN>P8ew8yS$CJ-~?3fj-4$d6_^uHYqX<3lkTkQ5n^uOE@8G#|$Xg
z&3^wW*B%q|gJR2Q0{$boXdVpMC)G4EAdOz@c$4c+m#?pV%S)9TRmGdE(TSMP05fD*
z;OcneL@0Ob#$0C~A#hANr@qX1N#0$TOUs@WTE3`yhvDdLVP9INI-Pr3&j$K_1|AXS
zG%^2l;*2iJ+0`Unx2w+aRfRZ>eH^7jJS*uNJh<a?ybENI=*qiClv+t#xy>CB+T*1P
z>0qaF``C#uS9NEa@D(Rkmr$1>8v7}-tiX9mWO+4^K1=OkGafk#YP9Aw;#Pai5<5!4
zCcuNyQDsk*-2$4FZq^X=GM4D1(8pl30hp(o7;R=?L3Gipo3FHo@}fW1{sFL}Gxa^U
zg!{I`iUof^t93OnKKip4PaQtLC*}D!IQQnm`k&uP0^=Xa{_e#$b{|pn1pNbiXYgA(
z81PLJ_y>snKREvA{~O0oxZ}k<js5S#fnFFD>MAGwCyY*$o;KiguK#`BD(K*v;W&AM
zG@4zltlBNX;_*yhXqvbkI-XmDLp?*X(cU>ySRz9Ho8NOvH6wBIPjVxMUsH=qv<*+<
z=EaHO+9r@N@Mg^5F3r8=u^W7XaI=ziTCK1(n`l!voQGUw`)3$^$6yoVm+6w%Y7v#$
z8DL=bFB~PYtbE%3D^B{J@vj#%N1;yu?i{5(flg;7=Fd|2PLY^Wx7|-}BNIcvrbvx9
zUa*IBN15}AsDE94(y}zCoIOWu4v_v$8~nZPa&XSn=dSOcv-PWw%`MXJ0@w;-hcf39
zQ#Wq6uU?hu(Ia1Wy0gCg6FXVE;;<6<D(<Y0gze&a>tO=u<}MvqN8VcwSzk1`k|6LA
zDRt*oTcOo)0%rY!UtcpeP~i`Ew1^bVGJfq^_xFwoC!69QtFKqPc;59t4_bO)i!V6j
z7+($Yztav${ja$E|NbXMPe7`63?g}Rtn}XJKiwhB<N#`2-=p=T9cJ${J6#zrTUj2?
zoz%eP&$=N~V8-;%9lH%=#YUmDq;CoaxU6{y>~X7RY?Aa9frU8?a3b4Ufz&b5_}Nu`
z(cfZxgX^nV-RiA6=~Yg&L$7O>o_^6Fc3fBqwdnMXsQob(>Pi;(1V!}2?|sBpMe@}i
zGa@iFzk8&A3#fbXkS{-_zjOxYf_S84M`YO7R_{YDXM4;y@ytE+NzzIx2`(bVBDrk1
z|9He75)D8%q0$!NI>L2Wv%25fp?TtF^ohSNs|DP+ziA|VhXS7J-o0)wPgLJR%oyN{
z<ASF_1$v#jMh3aqvdH?Vch>mAFs?J5%toSSd}k9|#Dq0bv2-9cn=z`F6;Hl?oHanm
z5c?q1UC9u=K(BkopL!BltIbTuaTu-lbsBG^131!ho+q2TaxADaGa@q=FZX_X$hSUI
zS}V@3ZjR>Wt&?yVYX24QgT;|jt;=T-Bo4rG)4<^q0+tCqM*2d3Dh+;)wN^-aecDm&
z1X^Bz6W{)#`nvY~k9Pd?)W37m3J18}PER7%ku;U)8&iJ<Oy29k0)g>Td~54G&Gxpr
zw1+oJES0gWf)0_7MY~Kpy+IMIngR1-Xuye&2V!J)%Ky$SC$SLr1cA<{-3CMWjc_W}
zDGojQr?Ucd<m)1qCT`)vM@-f~t&c>Kp$0Ej2MVO^xceayj+k*DfLA~xT1cpOAyZ!Z
zbLfHwQ<=^98_%#p*+sU^L<$(FH^zn5ZeFCqXX5b4my&6gOb(Y2tdZq{oT3A)v01&|
z0&$WxPVGDt;nGc(rL|ION`=B^QjK{+TEd9Qb-Ar>lty9Wr6)0C1A=@J851Vd7;Nbn
z4qQM|&UBHBR!h3Vsb=RSK<>YMJSOE1PWV)WSG9!gD)wW3Ku19A+g^771DLU!ju>|7
z_sR(>L?S4?U4WPn^0A%M`r3TZprjL2)73Jw6yNv`KYC|`(Ji!IOB9xpH1(BFBb>9*
zk+i8tByCzpXq6nY)4{5ZGNS6svk8f?!X^MO>R-hx)GExpiSBqJ!d+=67Fb!sbRHpx
z$c5r&2wHNI*ptt}1slAjG}>}IrsJq#Xd3LXTdeW;eZ7NH+3!xt4%!eGpw+VlOP~CV
zQ#hoGqbwdy5RJZp;_#Nd=tQo&Z259IvaYpc6gJO33R^`B;K+3M)r_JJNjczFZSCRH
zg-SP?a7ZUwxJ#TBRQ}+dNOYtSjOsd193Uj(rPc;)ChmFe^j!3g8Ok`u?pM4nF%Q~u
zl#V@8&cr0UWg80Npad+LgA-lz-RLqg@g}^(s<&{dnW^c`c&N|KUeg2dlzW!i%E7s*
z006g5t_s)TC^?{DRBk3KNfw;QYdV{*h?|`es_YD&rhLu6G}Gx@-*9KdVpdb@4}7OH
zx^k<r1rtirm{5r(cz*0z7%R(TpR0QAw;IlWbu}dN<B(ezY6JRPbN(w{XkbfkATdyY
zx;`j--Rq}oJT?PV&0FY-n0jOH7vt?^>k9&}rRbmsIG<<n?NUoPPUt&S=yi?@+hsXM
zXp7z+uRNVkk>MzieqG2|jBHH1ZQ+Gs-ZUe7U5r-fiU_{!!&B-lP4S45AW#G`E9}A@
zC&0`1^(33eYc6H~QjiXXPY-m0ZF;824BQu6?VZ|V!|=&G!qN8&1+sx5*U7aNs&r)X
z_)aP+Rhhdo-G;G!ETAl}Z&CD0;FAE<t>sM#sv6?*_Ii3+l@SU?2OeE7YgdjS20z~1
zTKa4ez(%BjS=;-e7gLkkJgFR4gfB{H8w|q4K=a~=)|0cnD0)kV2dS8)ri;Z}v9a~D
z7Ps(<x>Dv~3Svm3a6kZiu=3z?FH1t#!bia$@}C>(aMgJtVeDdsT|z?dUVo;=<z>*U
zLnWEp7@Ob|6+nTweRlr3uCCmW;EY*Ht764YbzE>dN{3;;(O+K0okE-HUe)!AnMY%Y
ziZ4_14}dWMM8f*e4IpH#U`?7#tL4InV%VP25or>Y*F5wEj1A6rbN)E(FH7Kn*fGc^
zHIeK&u&uDXp`)VfAYEiyVF}*|z27hH>OXSd9;UQX^?HgA?<36McJW$=8&OPt%A8=Q
z@A^?;J_T!8zf)%;AqaIS_HmW05@<-pl$|Fa7ZVA6)DX-Os!h;lJ%5*<d+Z>M70e7H
z0aZ)hLuu|>p{0d|hhzhdt}8NJeY@pSoh>GcA|)y#*bMfM;Kg_pmvODXygme?NmoOX
z$KtW$t?O;MNHR8>L3sA7OIQ2Qttv8r9M6>b2RO6Yn$0dT$>1c6NUvwoQA6#jq>19-
zR|B8jVme>R>-0?(nMyk}r{dEFjv=lD+5lN!?}{X2b4$m{T4V*d*|DN^Y+~z7KQ@>@
z%5z@hb2C8L<k7SBUR5d?!ui)XToR987w<+xhO076q*XGTvE|RBwrtnQE&QD*WGLlS
z&Jp9@<Hq8G<dzSc)sqX2w!ayFUowJV-_0^^cOkZFJyfAo8yCJioRz)X0(Kq7ChV7?
zJdr+d3Jf~kOR*efdzG({7-ePP9-NpwI*yA_8?d}7o8I^<T(t_WOz&p--d@j1*Fzij
zceUb<Ui8ain%=+PU)qMT-{S_SJ8fTwJSggf4X^+XoZ0^_g|tdRvLH<Xjb}Bt4NOM&
ztUi<-{djSXb~t(*c%v>TquDr{c0d*I+FYmy@@2mI>lRT;tkx?ooE(+}J^$z3yYCCO
zPgTOlAIRl&Pf(bB&$<ZX_5D6L-uEB~qe^AoaXFN(|7&9HeF#_DK;4gCzR#(A(@oh#
zIj%y?tbZ|MOrz=pkEJMqPQ<-5WMBI`M2}LI%X;_9*3HB2!H|pC(=VkG_L=W0p(Z4j
zCK*`HtK^ltsec_4i-rdTc~c1_vE_HkU&=1q6)Aj^WLE&Q6K!l1`&;*yJcajfSFZfs
zeG&@n)NpeW?fpZ2W$m4k5I$KQYHED{F+4ME&B}ZWoM=vhG7OyiCORnJLqLbNR8N-k
z{E_g(Ywe}G;;q+Arou1O{L+cJt2UUR(oH7vbVK$uSsQbBhx%7Wt=I>QBx27t;>T9|
z$f@Sf+j!Fox*xZ95g4TAgHB0C!?vYQ9M~c73MLD(@)oo89pkb$DBpq?jlWZR^Ah^V
z9vQ!DEbUt53a9epMo<)Fe<+GcnYA=eo!dFyI+_|X-xrV(WmGNU*{IZJ5!ZzEwl`f^
zq`dnhI)I4te$w9Iw!Q3GCPE3_{o+zSDVFpx=YWcGvS%mkZ_fGUW3q<-zR~^9_=GXh
zCUO)1AjUIv0wQzs-+w10;qwX9_U(J!Tx3r;NzG1T_$;2slIr{arlNlWr4Ui^x-Im4
zVQC$oj-(?X*0D$Fz9pfuPPbd$Wqpb@D;cJKpHol#{>F`S<wopp!H!>7^FzH56OD!y
z#!<a7i5MJ(jyG#1EF?asSy3pX42YZI*9&xcdJBn*Q-w5AM8NGjX%`#zKZ??47*2cS
z8?}LqMOuJ;+oO=V_gnL(#qbd*24M;-c>2hL#w9`r`g#B73cJaOJ~f^&tx_}7WVo+}
zY{l|!3o+GU7<Dq+1ZtK=^l#LH@Axxz={S@lJAEdh1W*7F2UVdO6B<f)1%SO=7bn`R
zpKHdcd63wNSd0>y@7it3y<+#y9`7-7n%$f10pCd*jNFRcd^a@LfGD`Ld&?^Sim^z|
z35H1Ht45aby{J0WapHBPIr3s$R{^N0)1P$L)3*ErXm@q&I-1d&3QM|dMa?2+M_G9d
zOS1{LCcxXD)R6Sz6ei^;v#2T++{2?CxcC@L$%4&e(PZSPMvl*`C(uVZ625{$olosf
z$#v?H5dg>$7oYseu9o<mmV!-+nI3sX7M~5T@PpRYPNd%ta!jIRWn_-7%?vKh4nzV7
z5gt%sIQ<N7?K|GY=GgW_M-bYcH_~4gcKZ|GX(AY;5nqbP5J<AA5ukz>XIs*~&TDr?
z>mDN&N!nJwrL{y4>f~1YqB+<T4i(Sv&EVj{oT#Db&yQ)Qg?du0y(J}{2{(H32dZk$
zWMECwOr;GpnF12Dn>rR!^tT4$wl1aFyI?+5HIIX9H7bmBK+CZNGZ)?ikGEx7(!k>k
z5|A+(o0t3ZTXwW0c3+yU{{*{!>j={F%?qmD%3Ti~p!3KOec=%2stb`Lifxe9J)!nd
zk~w)gT8t~OwSudIA1rm{Nd0Jus`eWwm7}ueJ%u)4IZD-@iGWYRoKhZwvfdMp1NFN<
zk7yY?kW0H&x59p_>&G|mN)XY6hg-p;9L;G@IM6LcC*iXGN_P!4HT89&lzLq*K2?K`
z5KN9wA2~0%%2@e_qnf5zUJz()SncB>PM<e_@1UKet?u1(dn!PO2(XjytagF`oXk~N
zaq)t8SV)F_*cTVkb{3d)Rz=2~1qJ^D>`O88td3zy!yp&g@Io<JT`-3l0?QEi!Kjeu
zj}$?5A_p{k09)JHG-7^Xr7vf#etV!;*lZPU1;w}F%HLfYGOsSzLt#2|^ndLb8_W|d
zySGPwm<U=)A9_`DmF7TUF}A5|$UA|F4&1UHsEXOjg;hHcOD!b?n?dro?TA0$ItY)F
zw!C`k8)Z%RaOhokp6B{g#AxOFbF|Q`$z<uhN5lE+7GqWZO1%_nDn>cHG-ec72_^uj
z0%~UT%p@kFD1H|9KA}uk#pvs6?|bPl-7@9(2vw$c_U2!}!LAP*9-ja$c5`B58KBiW
zEc_3;;-$_}bI9Ceav)}cK-XG8=Eyt*u-|x9Eo6IizuXnRn9idq4lsY?u2lxgp3?x4
zG-|foi7LV<2YkUx)WXg;R-@>VifNTzy6FLS0!dmvcX(b$0pR3P$Z2VzZ3kSPe)b!G
z0W^Lj*tYhv%$!*SoM=~TP}xXgohQ!t3o;e$b{Q4#^EKwxaWt%}$^zr+ya|Pl@YO;h
zz1EmzCV#h+;eqCQCp{608UH}YUVW1T=wZOl&}R>}UtJ}=8YK36^W|u69Y_J&nw96>
z6;118%Kt88i59a1kMP-0V1$Up@71qNG@dz!TyI~xuX>1S2BF#ME0nG4@T=NqyWR;u
z;kJPX3?^C>*rzqT<>mQR`q?-^Vnn9Z-!hzTHc0~A#58G*s$d3w$wA)kpsy)3+Xw*a
zjY_Mh8s1oxtO1DLlz<~_@hPoxqgfqzE}hdSpJ`k;$YKFh_A+Cl;rWW&oqE>c^`ncM
zqVnphQnL`3y-awQtyCN34NR>7rvDq9y!ag@_|&yW-=EE8J8J7@i}IfQNc;i+H2oqp
z(lLNXCk_zHvuSz!_*iQ)=)o*_qQ4q?!pb=*fT_*!!LX-GWP}gc5zmUYYQG;v`@0fD
zq6slsUaCNj-nO{)1{Qqw1B~W@^(cHDJrTCw7<wON$^G8y44wS?-Y}#|ntHE8a|&TD
z_FUX<CuLd1NQl6bwh$~8o+C|8WEkF{2aegxoqL;iR@w!a?U7mI=v+2Ws<j4KU&shw
z?k@#tuA!q?#XJ8DY|h$!ij1iX6H_HF1{33b3;(e!q_Vf-eK=ubC-mxgI8=a4;jnn~
zKLZM+2Hn~#!!6G_JR4W3O{6+-^oxrC)F1IH{%jDOr<AIx33h$(kn=F??aX}W@*b-g
zj<NtCkFOIWy6R=t$h}_j+srWfFuvMsrH8!^Bkt0yB}2_6%{;Q7?ls_!g;Z{H1(jLi
z^bAlmVPk?kpF|yrNu-&5E2PiP&{P};n(t-xd9`0if;9T9<L}3V_*^d43M}HKb@|p-
z&>Q#9?l^J7vu6-vY6wqpu!!kz#S)72Fo(NwecO0_I&;U=NfT~RoXrlA5FcY9<fzYs
zqHy<o3R)(VTDpkk3LtAMi>%f2`0zJ&PJm+nfv(KBQkn(x=BsCAH@p!6CJ{SUj;O|5
z_`cWD@9_W^(_jbv7e!TIwAv?QZhn{z_rhJ(9S>jkPpx8F$ZLubBfTq1H5+uqSmKX8
z1BWJQl5dWswD)_yF8sQXW5-X1Re_J>gZ|hh45=+0Facu&+#Y|oFFN!6I6$CsGTS;o
zA1lkKn7)I@$6M(iNtV5(7Ovv&IM|+#luz?=Z{M<e=Er5uD{X&#^|B&skXOTrAg6t+
zMlx8HsmDINK?(5ARD+}TKJnnjwfk9|-~wgvi(-fLT6zVEhr$6Lx)p<t7%c)?g8%gV
zMx{Y8*4Kw<aM0b|@W+?<*Apm^$m@Ghhl#ly3;0*4-}2cS3k%5*N+tke-E#34oRH>_
zG<dT*`=O95k=f17$6v|pX@0dA0Fq}8I_iCS1k}@ZKWIEsIz2v#eB}N7<@1B`Z|^i5
zMvCez2&DWW1vlhT!BLqCEbBqTccl3iqs2#x7%9r(x-tI%A$H)$699H~I_)+MG1S<`
zcQcQJj=eW0!UxO*(ZAoImpl(US(5vXb;`H}3#C)?TA!8ps{rvkr!j05dpG?Sx$KK5
z+Ku^76pcKFCtC9?sx#q8ADO41`Ct5<518v7rnb{COE+$h4_u`6+pM~?{aqh?znnO@
zFuDFTvrUjLN6x;P$3|l7eSfEUwp2jJbio=G6O~!Mn%h&1BR7mYXQ9}_vx#JR;05`5
z*OJw@L>poK0|++t8pOK#k_2TP+@Gvsaz3>+agHs`cC;{-L6nb-v<Z3_=+M|CIV9u)
zSq#{bCI?h!f;0qP-&>3nWJP3~V(u{#IBNI*AXN3r7?vatO(+l<JOs$gy+h*XgJ<w)
zDt?nLG$T^u%C1V!bYCY+TtFMuqi>>A-Y;Z#HmXx@GIC!6v(tvnD5I0n;paon((F2`
z_w+wXp2I6^M=+^E@dzUj^&)!eja}b>MFUw*63Q0=>KY#7KvOs_{3OrBVyJ83><vIQ
zu_U-%8eAL<BG1XR=~p0+hO|Vi(TAdpqs&r~ts|HS_IkffUgjBjWXZw6)1W2skNy@-
zh2kEnqxaQZC6zk)c;R8h`QGu!MM)BinO!$br(kw;Z6*rQ+-b+}6{SmK6%j8tO&fZ;
zk_a<n71ky6;E&Z+F=65hbgd(ACPW}9DKmIwIA_Ns56#WZ8N}@-Bm?|>XQTj8l}$2V
zHn|%*pD`F};Rp<oMr$(PHqS-At90`D0G<=q7W3vukx?`0All+>N{sRc9Wea5Dzmc^
za7&O1jViY~g5-?ZdN_#3sZ!@LuQ)k`m~(*8TpTc}O3wL3<f8^*Z&8jig<*>*ZEm9q
z>kd+w0w|3F)((SPD3jrK>un<H`yS`Cp#gE8)}d1L?ppWsqJSfPyF}2D3Z@w*lD0X5
zcB%n62sPVxmh6ZoK21o{*hq#!s^+&I^y|l86i+Jf#Yws!Yp`SopS-?}RY`neX_WYa
zd2kfC1agCAl7z%>b!U%1N<C`pAm|g@nAjzEzire6;+;;s-!?Ixb(g2;jf0i%dj!uF
ztPDKEUq`nwzY_<G`L0>n(%rVBdG{JRf+>SZW1=Fgm6LR72>It5WdB!i?tfHxiC-_5
zyNG3pBVY?09D{F{``>8{5X%_}7XkBV9Cq#I12_EXG?)M0?SAORFhtykuY{10{YEA)
z^AAvdNO*m_)whagTpYZg0K>mM4fmN0e@ObLI1Cp+ddz~lh3_97hA_=8;GHi8-s1gq
zwcp=sOobkeh?Pn*zJVqXy$|*LP~vg1pp?0Na7QkJC_A7Vua1&`_(v)4!bbFW8veKY
zXxrBFAAsh3e#>L>_NpAeJhfK7d!aNbKK=sVo=&Hs5wo#M%dr6t?NFt&!ry{p<#Kv(
zga;>#u$&HCmI1Xu0DMZGrD6}^c4Ne6EA&pr2)(*Wjd;5o2PYF*HLfL#X_fu$O~9R@
zCjyge3;3cR&?J_9qN+uI!5o9D-u^aXtCDR%88g!FqF_<audk9Lr)$SsMCe08j8+xx
z3=}QekevVvR)2OD-*sf-Q&ZC+jJK<bvKh%8_y>S4eoApT7?>m9x)OQ0Nb6G6XYqjf
zLrJl}DFgpFcr4pGIRXGI^8wH}n*<G6NVA6vL?xzI5qB#ETzwcMPIHnWom{hsOTk*t
zK5Vu=_L7<#uOR&*Lxxf9id-W*+5VQi@upLBeW-BjI{8E7@?1GtPC+8eQF{-q%?ayt
z<M&2RC2<Nk9$>UiRdizn6ugR}7pw1WYr1?3!iTQnDBSL+q<oWcJKp30Mc1hcsLhm^
z^Foaw#{g0#`m_t!(1=S#j7+dD)&2#T<m4&O5R8AmbUi4xi9OWzm7h}uRYP``=7S#g
z2%KXkC3BM{X8U8r`&v6Q78?N~X`@VzgzX7T)XOTGs+WZ_?cU5(^aU5hBz*PJB1<!6
z?JRb>7qY7#63emCjP>>TY42W7J>|L<Q$zSGN7Y2)Lo=ban^eM9%-~a&O^%m&9@m3k
zroI4>-k_2^V8VS&jY3&Q8Rb8Kd2)bL#64;OIHG!{_%aTZDrwP-Mm{4C6fqaOn`Y-8
z{`hSP<-yS0(0tkitRF#Q!IZAwLY}@gs^7h@Yniw>;n4C_zhBdUeZK$BtA7BF{FRr0
zKecradYNl00k`T&TF&bqwtfdr;!7YFC<eIu1fFJB_2kB<$FXxdd}P_VdOsgm1t(zi
z18IYIvfx71z1aaJcB2E1VJNaTIfEh)>u>%|xlq*9=0t8$JfeKu_}0Q_rlns4{Y{C!
z{qIR!RDeq*!95koCxZU=TX@fh$e7H=XPPKk^n8Koeb$&9Czz$?O0#i>i2f*G`?%o!
z(HcF(XkH<7q7L%*LHtWeNR|Hnjb7?jLG*X9y=-oJ-eEcdqsltM`@tCy(N@+3H6qUG
zWsZiGS3fz=U}7Mk(ik2!?*O+{w$*NI{dvM_*wY?-FAcvDR8+;Mr@FtkxmX%Y>7*hD
zVE!6W0NKoJoY-9)?{AtXkaZZ!G|oP<!4(6ipy|JSBGLVIMw$9Pn7OeXA4rYve8EOF
z&}jeW^X^SiqLPg;E9sj7+^ErbhQ#j9xDQ7`u#qTAnJJNuOx$tGh&#cXJiWjDxN-)w
zgg$i|0dfe*f|j(}YT<3mhOY>ozu=Bzp0;t{z2&^*S>%<~{uI7LSj3Pocz9(q=oRC`
zu4KI!p&Z{E1kY2+s8Yj}I5e8``I{k%ogi>bQu+KjHgEUopq&&oz8bE&Jc=YMh8G5=
z`dRb3hzyLuCtB&qIG0rT);`7vV0Ay`D^T;SRUw$f^$hkb=Smw`m`4U4xD~sC>7D21
z4r!f*1Hz=mG@G)l<U>tm(+wXQluBDSEg(h+=32{`pe~k|fD!6S)`Ev=PtH!E+n>@5
zN})Q~M`BU98OCy5s5S(EDDv6z?c`YrBu-yO`9a4Jv*g*@25#_M=!x7N<vX8uL6IN%
zz~cKjUDbODEd~G*pja+JK!>}ALj>v$;q$ze+JzOz@2PDiA3FJFGgR(27K%YQ!Nioe
zUR7-jJJ_7*a{Uo9?d&!oQfIJ0US{WN5Rx9ph%u<xIzEh>UN56lrK42vtfhZ&*Z8`d
zFR~UN@0iEZYyAH)jsN?qt5h(?anb$uS6n<W860QiW^>c~=G*q{+Y+8JYoZR~E14<5
z{~h#zn_&D~E=kYUN2sdZm1wtWfp6?cwr}NSXln@^NZMbK@g!9{d)h1wXtvb6>d*{T
z`uq1-b3*=pf&{hD>eG>P+_PbR70qmcpL64t&t0z#waSoGT9%g9XRN->KXM}Ek#*rq
z5Xm3AzP@a(@~^r~;rU!JGholNUx~!-9X<+?DS`6V@6<4k%1#u{rBb-`l5CjeP%|90
zB+j$MlA`f!fULM7885Nw^y8d?SVGfBiRa}%_K|OWJEFFZ{*PyZ^g$aV-Iy;V)o*SC
zBDt#lv$Hy)w?ktfbD{fZFm)~uSzI&g(fTS=LY*qXtTT;VFEbMAblp7~ckz(3epiG^
zg}kOF9bB>Kk`Bs{hfhMbjfJd)f46$a|8@B74`|a{tcD~t?{15AZwOi%VMzAj0W)`G
z-y2hDMZ6|{*HJ%YET=j{DI=zMemN*n{<Wav=*Tn5r~cLNkeaePkfg^6?x4+C9fqpY
z2?68)qm%xKj;ayD-yEf4;{NexS+&MhGruk}X9{anCM45}Q6=~U^a7`<3$T~nnM4by
z@PU9PBz;Mms_dYo-ho2pe4}x;WU2XZ(zCCW+`ViE9-^aPM-DaDEttb8C>k<*^8Og)
zzq<z$`l9+}5OVd4KD#yo;Dci(Cn(T}7zVf+4%jC8RaD%eRpaGa%}_CendjZ3t{`*_
zRb%o?6Y0}y6L)FJjAEA4$=Dylgt*PkYs*_LP3hdD=$&acQ8!S{yU#*!-(MA)Bm2}8
zs+f;9&vAuPBt0yPp%_~c96WqLU={n2QO_ds=DSwk?Y`P~MTvnJ$*C8C3>x2-ObvJu
zF55tC^wem!!&D`am(r1l(USv@ns+kAOvA-PyA@Rlh|+92)(Bo`C*e<mqfzaRPqt6V
z%-&vK20oTk)(~^8wY{S$%(FF$pJw7rD9{EP8F!07<SgvpN6GobG=}3iHZ%4KB3J-&
z#6Nnc+OSa$a^?X1fA?wxLEF69TmM)3f@R}_Vmc*+3cTZRM50(Wz=Rpth<e;ZU+c5^
z+pvs`%6T%s>J6f~L^B(mHTgy%`{!*lRPeYnTg?rG6+!LPQDh=NO58wd7Qu8jr~zdX
zD#IFGMl0Y)D!t=5wc_?)A7&p(SEyL(q_(COtvRt>#d0TJNH@Kb5p7Lvt&Amw2F&Ka
zVg{U~l<Omp97<51=1=IKoPGQF`~7$SNHbxk#0)uCXdcvp<I@D1k@Pl|#kctA>4sG5
zKu=7%S-H8HzOs*qbB=0u3kUo44rfu%$vg2N5(YzYrtshlbzRXma;yW92m%56+w3Ii
z$U4F~kc!miG?nZn7!?Ov6lTkFpnhFD+i)xUGx(IKB3osei$Em|-c{OPBCcbdJW@5d
z18Gk{o2TX}1a}pqPg+KW-iHg`?Z<^v1&rWxy~PqQJAfa8@uOoTHVe+1|MYk_`#`8T
zo3%#W36Y9*(k9MPHKF5}$Z2Q_px>18`&KI_iM6J$k3Q^I@ej4_Vwd+tsIX2H4;!;7
z6ODy=Oip`{w4JoD66kdeRmPlVhJ`6))zV0yalG7c;cTdrxfWudU622MO1z96`(pud
zm#DN1D)nfXE1{Lj8=sPKFOx>+SE8ePG<70W>(~g{4wC+?Zq?`NOmm=e5Z{CmtB$Hp
z?$=&xIA`thWNZAW{mA2;|9sBH>B?K>x^J&gim)Glu*N7^OOm@19{ftLUkvXS8bP$P
zqe|deygrdSeB&m1MuK2c0|ae+LbIr#9Q;Y|5cTISMS7W9im*OcKB%uRJV%K5Mq^u5
z{rN*@5#g$~@1ITeob@b;Aaxo(z-0p#TFy|VUa@SOPkHavC7sc`Km~%x;I5+;2D+M|
zMs_|OmolE$(a>V+PI4WV`*0mqNjS^`Ie@3Q6LD@9jXDTYL%)F$4&IMxyxe5zCJPR1
zygs}o$S)!`<=oFN2+C|r|3U{slx12=kZpHC@jnn-vc%jLpt2h{g%I9Is3|^F{nOdZ
z6gfL1+FDs%C|}~UKy~V@ha66@1F&Y|E76D=saaFR8S%BxHS1&qDUz6}{gmY5#%f1O
z;()SK#p)rBJ2Wg??D63AuR&k@0v7aHq$ZUA0XXeGyyg9U*E>Zc(&Kb*hb<=ckgS19
zMgE79eBb&oIA(qKPgqm2b~4_G(bfSCOkvzOm<<d^*7&1(aGw~3EPLopou3ENSyQV&
z^cC8M{2=fI?aW8{T_BOuX89;PY@6=5c4`p@fg92Lh1g!i<V0%7*%g;&ANK2&0622t
zM2nJ+9f($vHMEonI~N&#jYIr>>P1J{bOmvZk;wB~`H-W8!O=q<qj!sdmzTgVxXig>
z3c`U~9+A7|#l`jqNH~>x<Pt+@>~YT+(NFWXS8R=q;K{m)n_J^neW5Ixswi1zY-BlZ
zR$`z1!;XEx2qSWTiwQ>Ex~WS$MlSemHU9D#Ev(Qu)uTKUWaT{fg>Wm*DYSQLZn}`V
zV{lh$X4fItze;2I!G^l@>k+!`wYL$^cAt>0Y!b^m6ba_!wEWnEx<4DQrFVgY_m^D1
zJr8l;=us+^JPulc<p|KGu_Zee>#=^~hMRpy5O5JgVO&vBnD7j4fE<unoBVJ(d5qre
z7gRGf1J81qLXCwtcShK9<+nf#nn-hnbHR>IFA7yB3ei%?ajb|#Pp=8HR`0~i%<H=z
z^9cgb_=yrqu7TnPevd=uR{Dou`HGWzq8Lya`f6t63uTpbLFn<#^DL<70b}HVpmN~a
zxZ4RW<%jOOe^A3he|kODw<>xP`J1pLPvp4H)ts1~NeO84Eobf&#lzF95Tle`M82yw
zzqc4OqxIlCi<-k*Zc6pfma^LKoQp2r?EjWGatX1Y4%W?>9QGwV{=?~43iA*b&sh9i
zB?(e^AS(<tClAKsUKK5wWn;+ywar3-DKbib-m7GLU4WeOdsT+aK)z>7zfYOQ=V}TK
z>Wh3)jK>U0sR*~hFQo*^5vh;uuA?u83pk6*i;FXOGG8O{+!HKUqY9BG1i=Yp!4RN$
zpFVS5G94pq1c*>2MGme^-RpG~6iNY^ni_uO46|-Z15FD9f!tsKfDAxM86z^eQU4)q
zzJT+Gji#-ZJeP!_PKbrBw7Vj*kI^e16l9>1b4ITF2(Q+8oSC2V)Y2^eOaP&9KNuzM
zqD#Q7>h-SSaS8!hny)9EV|3v!Z1<LWa!lTXe~SHa7Ii6x&Ee<I*5OPRu~+tdu95ys
zK)m7Tc8YftE|j*Bk{{Z3EgEw^)x{q(gW6Ux%Cn6dON+KgS%Mg=nk)2}m`r@e-1I9d
z#>y(A39v(>Va?Z<gV(CI(%t18+*Lz+Uv)Axs(PicI82&|CZs4=N6sFq&7)VAA^jxB
z<4Ngpu19m%-q7UaZRBrX=3U`ueW|%rJg<Fz{P=<d<+S<cn|#Woq*<zVRTW9C0BF7O
z^LkO*#?+Ue7bNnBMRSj{^}~`Pco&+Z)7AQj2l){@T#_bINUfGx!Oc)(^2kC~X9N_D
zL%dZvWs*SU7;o*HG~8x9f<4uAbpbV(K&Gjt`cn}b-q{>NglcMt9tp(cnbrR3&E2My
z9Fs3kzJ~b6)q-9Zljlj6D3Yh<oc$W~iz;a;yZ?(1F)A_SBJv_vNTP@d?J&QoLv_@o
zsCPU5xtZVe*LDDhzMo;4Ddf|`qsRGQbayk%5wy3G+=}2VE51xGW3^Kgcq-iBqn4Oo
z%yY1s7*+6mjzD)>ead%^Cw?P16UTMgTbXEn*~-F)Xyh#76DtSn&eRm6u8}#MYXFE=
zJ%^K~f9|hw$lwdTk3T`<Afp95&)T9B8KHtI+$x#i2y0Ff<&J#P8iTmssOTVPO?gGM
zpDi_U*`%GhDJKKm4upYLR`Ke>$jH^}VCU)(fTg&beD#k44_1>{)K|71Z&&%+L4Qtu
z^m-e{DLU23SyP{VbL@cjMz447r%wrz1{J^53i$ow=2B=swy4xuMpAS=#q((fohr%U
zjST74$#=SpV~CGZ+||(8&|Kky<o@pTPhyjKf8EJvY()WyTF^;L^3Xd2#)_)iI^_mE
zlWGZ3Wdedt)q1-+mcDrDI7}H9vh^1mRL_|E?qRh-_IO>6X#4Awl;7ofjqprDyiob_
zt5E9}!ibPJp_-W2&19@b+n*}wkMK&feZp`&{6c$jx64fQ6>E=fLEzG#=bb~|{<be!
znaFn)O=T@zZs0+FRgvlsW-DMnr%C_<*rZRHy{aaRB@}vZvxkg19Q^ppejRf*Uh^jS
z1t8-;%h#8i=crmo$-jLd1FAs$s7b$%W|GJ)vCI5PL10&|fU?d(`u(bceu?)f8`103
zR#VY&#0g<>U=o0s)0@cB>5>TKl(mESF-f2Z{lLel<c`34^T>zs(_5G_?aC%2ga^_(
zeGx55RE2mZ=fbAb#Wo^wife6m7}thnmi8`eJ-WfA;Ibdsl}h4NdktI3nslN+E<ZXs
zPBD&sl8|X~k1mscT5u6Lg~5@2L+NMAwtxx<#AgmDo~vzqo|ugoe7HF1?x=d?)lrPd
zEW$=Z4Tyjk-2wn$<-l3moysTIqv6`$hWox>0ce*)Ut)?0_AKcxT@DPTkH)l`V7H`E
zcUS<5-=of2rj$<^i2J*ACqwG{sw-GZ%GIj2%Vtc{Mf@!*OkyZ2j2H*xi1@ry(ZCS5
z{q-A7aViR@yXdnt?GW{-do8J5IX?|oC&8HrL<QUeiijL5QLLf*r2U{|S}ID!-Pcel
z(d$Q&iPvX`!_%)Wf|XAG?$f&>{J+)9{1zS06Al^^7VV)zs%F7Tqh0=7V;uQ+)-zg7
zFWuFuyxHWtVE85cNKKl2fgR)@0O3Pd;kD#?Cqg6K<h}mym-`j-${NrR<LKYh)Wr=0
zh!67=RXAkl%tW*v;}(QhFqdyD6MyukG=cI8bgU~r`<oXMx%+`Q9)U`492wrN%`uEc
zj!<No@N**^Kc`E-w(cB;X%uDVQV=?UT5BYzI;1XAEWTBJ$@F^ovEvcL;Oe%CR_6&`
z@+@02?BpI8#u*h-cp!Z4UHQ|b4EmV<k#WLr69&QnCR?L;cpk4tB^xYy^s(uLsxB@x
zzqvK_2N3k4zSE6#iAvSIes1}l?XJgKTm-m7Fb$|3Qw&GEr0-DD@Z39%R_>lH`3PZf
zBmH&Rha~4!|8PhhOUP51m!14K<jkJHSUwx?g0C71ED0At0Uk$%+ID|$D@yp}ywkq5
zw?jPz9PPY^w*^uk@@T&e3OPc<I_*>f-Ir};BO2WUV>X>=NE^cEU{#thV9c8(+gCM9
zWYuKyA=j50Z~uT-C|7lvyQQCYJCr~7u;@Rv_aGt5gtM?rE${7lmZ>2RWuFg~$02kQ
z3CjN*c=9DcniKbZUTb~(!Q-b*bMR(W8y}$%61kwY^B9wE59g$t#lQSw)bGd5zl)hs
ze7ly&q*A%{1#mR9+l|%M=2Q~?x&vBYPH*9QOfU97P2;2ukG=jIA7V;v8!^ujc2%2F
z)xnft$VBd-$&Ql~n(isu?oDYL8IdD<G&<Kv0PztvDkSGqjUL**Z0$75J!?NyPtd}<
z#T8Z1zsty+1OWqA%i7jc%o|oTbLpbKHZMjk6^GY%7u>T|(z|wK^~H%GdkCPGjD>W%
zBz9IQMJEHgink$`S`%8_CW0_N#yJy6`b7x7@0I!90*u&aafQ`Y|Ko2Gvc}gF?nj=1
z`FidHwXhC!v?%p!1VNUZRw!(~nA=4qhnM#hh#eyrJ&?|xmG!rgb`(KmK?K2-SgK)4
z1;#OLp6iHm;YvEq1_(*mIX=`uPmEgrE5bG3Ma+%WrF5nId7)G{au23^H+E_3A3!7|
zIF83oG^omm?aGrm0ZIcWAuDZtz_Zp7CRSU$ejI~?0Pgco<8L<<O~SK$Ev8D(qE(R?
za;3@hLuR(yh;)!b)8O7aPyJ{i@i1jBeHIE}Di7W)4UJ>zu%o)tV_T2YMvEA!w+(gA
z*P&7^HK0xh?n(-U51&vcKt)#kHs>GE`q3j9E>%zM8{V(Jyp*B=IFV)x-5xUUgo!yA
zNgtn1&wijcBA+75mv(3C|8V;zTA=em9g9|!Qq=X~uW#J&PQ{(A{=BP0PO>a!>bI9N
zV=wN11F#>in6G|4TMPR53BEM%L*Ui_cBB6TS*AHN?RQUK+Rx^3T@hZrk@IHr+0<XJ
z(|He7*6u3{@JM8O`&f<6Re0<q@<JpdPZaR*Oy{)~?EmBIE#sPg<Nx0wAswUB0UNN<
zU6N88Jw}6c3nHMPh#(=2Fk+-2FkpamBPE^EB`F~dDkX^Dv)})J&g1bvH_o}S$988o
zR@bi2^?JRZ&qbneYddH3Q!junKJ|>go30y&qdtj%^>{XWlf#J{6!9uK!;-#3+!D`I
z520W_)aJ4-lns(bKo}ta=!wdf=)8!S3m0_fLyjB68Ku0)RE>#8w$oM=*@3D=HaU)?
zy<WSW2$u|=e&n>zk&abr8k0g}&;1;gfH_*kEh~{?R_dh09+@%R$UC0i!K)7=e><gQ
z!GYVS=&dF9tXw$a`!EpHZV98bsUg~74s@TM-Mk3!g5pYY1ejf*;Gz_I;J(p`@d9!p
zP~z+*+eE)RM7kc4%_l&++YNjCr4I-P0LW-siz^DS0bd6(mSANMio(o-CIa5;=msOI
zl2|s+CnCgmG-?}VPVXL;u0MtJsH>~3G+yI5=mNTO-nLh*3VSj$6Y_bQ=9)h$qfAiT
zmemUC<g|}gr*eT*_?>E2*4yaeUf;MhC<;}Fx9{-SjQp8qQX>Ko;xDTxfXUm0Bi;_Q
zYwZ2(w1Mnr)u0xoFi=WqM~j$>BGq>+IN{65@;&Vq%Zo0cOc#IUhjNW7<QbbMs@O$u
zxW^QbA@7IR``~ih(hQ>AyIJPcU0D6FGrB9RegJ`~FKXnPL#@#H&BE4H^6yHguRfR=
z%6-ykl`QFU;d?S5j6a^Q?p-30z;0$HOb-=(xVd$gcsKttOHFptHaBxvZi1)yh2uwf
zhW-~5Vah^)FEUKc85<+x@bR+~tg6;(b^>xCX?DE!x9NdweRId(d;CSjeM}7n!wB-O
zY8eYc?H9(TACAb}gt{A(Xd5bdyuFDUt;JAh5^|K6G>(S#nP^h(W44JYhxMP(RqdY-
zID=!vbr(rQM|ZWAWg?G#^uHVXm`88c%>pZ}ta9H#rGE1jv!A3}eAA?zc%V+q%ulMy
z>goA|&V|)o-Q+)jyQ^+(M|_H#LR0a55Z(GJ6%@YI-kHKqKhsSEwszL<F$On6^!8gT
zUG<N8D5WK4b=nuXuUQ(}{wk=OE^SOx&dHb>mSrgs!Ypp-Ar;8OI<y*yidP4(S`KdA
z^giC|PfV&AD~eWr+J6y&tn0hzVES$*)@ooJy;%mP^)q2u{7pe#+tS(1%#`r_`(i{{
zi9fMyT^2Ho)iUSWMUN#^a%ou6YvTP@aPxye(oC_o&Qs9)+!IS}U>~1Axr;3vEPJa7
zk+ElmjwJVLF|~V<X3043(wj9lWu;-oHaIdk8m^?3RI1IxVcZR?4Z+R1_;Y2WZ_+J+
z?Kck!X9>gdY$7UUV3wfYi~rt#f33d}7ezekF00fV_9u8ld5HTY=#9hBNz-7S4W{)e
zMn%OeeA{cdy`lNjMx155TyPNm8cWPQ{R^sQ`WL4c1KexdnC6iDP{G5Y1}Pw1meBt3
z_{PE;{yj|;zyBMqH!sd&jcV(2<kvGI#<M3C!ZW2$S46w1-YBjKZOAHtVl7cOo_7n^
zlBc~v&W&Sf>N_}h3mGI6(juH{=9w3#@MkNK?P9)YRP|}NQ1M(@aqP77+&vLbTD|V)
z<I4pl9!CEGng%tA#Rx(VD!8WIbTU=4t@YDv%5I_Zu3&&FsLBB{dQ2WMb%9q3OT`&;
zCM=oQE^%8jXXS#qpTI%ZQ0^s>ZBmV46X)D|m$3{TU#2KXj}YlIUxOR3?*2u^lkrVT
zjX%G<q0V?r7B~uG&=Y6IKsw{}Gh9d~!%KQgOaz%bfo9T?P5TH{T}n(gvVNy}GQqQ&
zE-_fIQg5wnIXyext*4sFV33uTmL%j&WMK&h#2=nq_lLs?&MB?8Tu)BBm=n@X#xn>;
z`1pQ2EX<1alIOED(qWBgr`^1wMXTbUq)N#isrRV;SM2|;8vRe*=znhF2aGA?@^R`B
zO!Iw#>roxM61+^60tjRKCAD_W73<HWJSQKLLianu{sZi>Q!Lp1)zY912<Xy2;~gaV
zGEx1BA@S;TjT8?Tn*6s@_%Dg(kNO?rh-O2i|8MHj`pUUr#WS<JAF)gS0e+AV*0(a!
zEB=)tO!FG@%XwBil@lTP$9>^jvg0Fi{TCp!&zdHQ&mF8xL~?a0r0L1S8FR}<iE^=U
z@)5$~RBxSpEmBW-JOa+&P-cu=NyNKUA5j1##rT)`{!hG|#O?oqmm7pc{O-!pU?iye
zC&DZL9Hl03RI|;kW?(AwdcPprcbFAWe~$v)w{$F6MgHJAoubX~me^h9uQNtgsT<?K
zu`p~Q^7pnX<m*WcYb<x{?($3iEgx6Osrb2JWWrm%yvtM`gw@Fe&eOQ%p9_$Xs_<~&
zC$tR7Y=mIE&bCPtz|>B}dKfE&ig|OqBZ_BakS@PW(M2|t$swIT8Ay*i=U6_Tkxo3a
z<}qW9F%XKAzfoyQ8Uq~r)uq(hpIFpHmC{w~LZqMT=nw(2egjz!k_qfZZ0?cN;8K4W
z7@_v-`N~Mht!A-eldi^)=uplvI&W&S7|<tr=m=97`EL;mHv+3&5P<4WP)b*im~y{I
zMJ4I+J+kCT+!uAUwtHc+dYXxIG>F*7^>y28dP=!ORn&GF63%U6dL69E4+WyJ_sB#J
z-9TciTN#cm;l4MjX^#UYi%r6`>wp=@4Cs6p0XCKI`~uu>4R}P4VpDCdK7AqdW_$Ky
zqw)IA3xUx#G=^DN3Y57p>ghERfx|M$M1!L&qhgapudGzR#^6ueXMZy`^$gYDZ#iWa
zkHbRoX2U|P02&M2PR05Aonh;PqE9+MTo*DiuEWnuvxo6x_kN3fk2yH>@-6Cvhtpw5
z?~f#oy8_`HE1-7-@foDO0P}jA#wWj>v3$1;bx&>qLbo+v*hpsFc@aWAvNQ-)GcH_Y
zPT8D3Q;j3AH}(yr!M(K{3+H^tsTUd6FKH@M@BqKKm#|rcF>oXdh$+49^i^Yey1pb&
zuNjSv|G_ZP>}9K|n)oaEQ68mge+7w|P3ucZ20q(|u^z17B)Ng%KEtz~56{SB{4S?*
z-rOqn1X+sKzYP9VD!{X--~WuPf6i2jvt1%fBWMIc_K*zxGf1_v{6D}#T!gErf@@T+
zSJ8X+jxDzSCfT2xTkBq4Ku*xNcb$qd(c3;8YK&>*OB!WpA4Hmd|FFV=bQin&(D#S8
z|BA*Qk>`rl)-;b!ZtEGL^)F7`@r>mEhv54EzJJHT!{W>JXdhpzq@@11@xSy@1Z5W&
zcy%1x#Jo%lNW5m|-3L2?XZF(6_k}h4J8i~bq|J9M$ytkN{jhYNC-eAGo%F!_YGSDs
zHS8^Y10{SuP>Tk%m3`X5?4^L-hh0`y8K!$O9rUV<()F{UOGCh=?n_r8(O@P4ofd`b
zL9Q~R9ECzhHSXv1X%seCU1OqV+Q9)aWy@~aXTQx)wSKQWoPS8$kDpqmeZ#M9e|a7F
zWy|w_7Ah!JtB)@U$%(e`on0j5bI0}4`4vaG_1_m0q)B_A&BL9G|Mx46VL5E(EL7z;
z%<K4eOrLJ|apCEQV>dh(5ZJ%?t#b-bXa!pA-B8F}as+<XAw(Vz-~Ijkm>f7`w3FkG
zfA`A5NyAmC?c*FH>pK%29DlereQW>A;}6Lj{5oo3m7dwd=;&8rrrhd9$3)KCzJRHc
z#b=`%jyyZg@z(D@6((yiZ~X}NO?p0+Jv*zDrGtH|oCg&k4#$97C~wj@gYI!qwXntC
z>r?5JsJZE%G94}lycKHrLi0W2NsTJ?BYE${qelad)Zz?g!2Ul~y3^#3MEpD_b8)#t
znOpF;i>U=;B-ytj&*=s;k_p2Wy53hO7S$X~i8RIPa4qHw3#Mt-mDNqRAM|;QMJIJ+
zGlUll3*kHk%v_0t!Qt{Yfx(5UHqu4y64w>~Gk+CXM+(S0zd4Ib^^*P2y}lQuRoBH-
z)Qg3A+x+pPB>;U=Wu)c6f>sevcXap^Mwt#7DEE4y!{!b2$}dNf4I*^_>5zzMBpFyi
zhlsOSte?*QLF)@w?s((PhJ&(-vUDB`2)C{gbphE(+ItT~t$i{oKxcDCiTChc)hDmg
zFJ^6))C0x%9NdLKjZD5BtTbJEOga*R0r~1ZqW#q8S{~w}w;UU1tkP!;eT4QK)!xiV
z4nP11)!2^Wz_bj1WiHM`ibP!M2-pYtGU#jf+Iv0{BxsJ$2T#fCerVLsZXC}pglCCs
zdKru8;xy2w6$7wjQ`eRax#OocJQs{W94#)L95|WhFJi?|7@*f6j6Zq$4=@s$H*8Oq
z2<m$#r0!%i&6ku+d-2={mkL}SK@;9*&)xj?4Gw9|pz(OYm@eec*O3)J{=yY2IsB@$
zoU295AZ|n2f?ro$%HbE(v)u;vdjC0ns*K+Ge*iWN<RLCj-D8)xfu3pK{7Dvk2qJz2
zoA`W__$gn+M>xTFc1#r^Ia=6PQo*Ap?^lviw+kkUt_2q}i+|6echi+fm@6z8HZrqp
z_{9j-D}~x%N3G0K?UBvQAj!ej8>r!27vhzmTHMsRVPR~Zghi^I;q7}0)QIO20Z%||
zoW6`BVbmycL~mGEV=R`Ut62>@?ZJJay4Ml&=+%%TI81ZuEex6PM3AnRN(am~)7qSO
zJKt1VRb4;+u<<Ll9FfLyY1b~U+8Py?`d3n~SPn$&3Z>kP;r@F%k6AX0W-2x#o0})T
zjk7|e$QGNR=<F0MErqoaZ<nUqLXy@TF><3wGz4zf%u!wa7^k3O8#ccGK*Klg2|vRZ
z7g%A_d+M|-hL%KfTNA4+R+qw(Jl2vz=i=S$$a2J#SUIxz+OW$p<fV4L<%~xGzm`@U
z9Ru(3RQEUad2xB-zNI8Evw(eAt*3>RmW7X{bb4b@l-|L}LDt1{lX+ZfIgC%_$x^(r
zA9l<VKXv-uiLp1OB?g(}mH)Uy;VrjnSE!PTN<a`3-YJ!V|GkVf<mIZo__?(D*nG+%
z^Pv2YACVk6HA`l~SIwj7!T^wTCr>s@z7$!Y=B-e>Z)p3ot;j4O{6+044O>`)>M|)W
zaO=fC@@j+Xl1#WIS>K)wfb8}QSu<egE4xk3&!nV76}FW4d5442581H+)4N~>K?U^^
zA>5mp4A@Zkmu|11t%{5cFpV8oV9@M>4hb?&bLN<aDx~kvx1fEl41rC&(`uGE(`mD9
z+foW9SgN+Mv3B`$V=Y_KWy~fkHv8Q~_<jgy4Cogq`6Wwl_tZDt93h%7>YrYW0j`UG
zcGk9<3d%hVq~2g3^G^tS@yOBTNw4z3nyP&)#emoR5d>^=FD<v%8&Rdrz7jalGM<Yc
zcjXrccT8L<45+E9r?GA1zpubAB>bvBQyV;wMD4k9>V5@Sd~u!{)yInr8#Yg3kNMb{
z-L_6=o{|nh6{D~4hTTh_0N$SHFZ8ckJ4f-H%D>=PZUh_s;e-ITlD^_uSH9A}XURCt
z<KItJo`3H^UkAUR<|bKqcnH-qWrA8wl=F9dq<0~U$geIqKh4Eyorv~%UHqog3uBL1
z2_cPXh(lm;iSN011PqFAekG3WlVzsX-W!v>IJB4*u{3bbVRqwE!E}<gn-}fzl6@qi
z4VF%p`;jBAdL8v9Wypz{pg2d8ycbUv)tDaQ<!?Zt(prV64+woIe-6`!F9;BoWO&AU
zIm>6(G7+q_c&#aksq66+h@I6Z8hdDcJYVC;Aed>LKdsK|l3V-me!k#d!$`&>E9XBF
zvjhuER$o5s4t6=tVZ!Hk$Fj(?gjHhQx!sAr{e(>W1l?LCZUytHzfj~Lxv}to5lGqY
z&;DbG8{?_+J1Buu^qE6+(jw979>q9MWZF@Q5gDsicE%`Y-)AmVhB}M^NwJ$5hOK>Q
z3$neOYX0o|xLEAs%~oHkI6B=4z<oq^1c9h6p>5TKGt=doBCj5<Ktl@AoIOw`nbvK2
zi-RET$ticWsqPnQV7)F1eUXC}ErOU9k_>xhDpMekLjb2~wZq*_a?`nDa9I;MmICFP
zJSNXwL<6^s)W&p}L!Y=y1??X6xQWY)aFDF5p3I*re1<AL$P@pP@;wOSP0)h3$bOJL
zP`&M$q4?!yR9{cki{2#mG=WG=Q`jVobT)w(EyCtyTjwPhm3=c((!mr04E5}iF3`rR
z4fLaMHu=w;@p^04i8gleN5`!-?N7MZciV>i!uo0g|MaubU4w#~ee^SZI577l&5E%a
z5Cr*Tlvp73#KwK1b?+uWb9s$hcg_CDMgeM(!~3zbn0fh;S75kI;5V(G+XLP2nGzb#
z&0$F0`({Snn1@HwUfu4hx0A}eZ_bzAZ4N)5?J=?zItw61q>&O=(feIdlUH(v3BP_0
z$31rBKhk~S0ieBN)eV<vS{+a{R${_9s#%abs^YiR;*`{-bIV=3I|>X<aLUuF=x)y2
z7SG9xdwZ`ox8?c9WT|z_7I<nX^wdW)CZdH-EbAh$xo9<TX0OEINKQirf$TqEuBWWE
z`xv2@<M+G1sw4!NyqX)>GvF$N#_MNGkmX(*=@@W(c{8(%>G$?i?+4bs0ZOk^qI#2U
zbwyI?S_$aU)DhP%x$YF<YLJeivGB<yh^w#0Ff8M1zC5d1Q<QvSL>|{*NU(U207mrM
zA$Re;=REP~4(}Vf0dXOy-@OtSBgnMwVn=?m!&j$14$X=$Lc(v;Ghd=`wN$H!Z6)Tz
z2S;~vQO}v=7x<vo)_hh8H(W`ZD38i~TLlvss(+@?&kdGEkN0VQ1Tv|r4<j;CS6O}>
z8{f+Fg*hx5YPOAJXZa&>lG_{C;7FZ}Fl`4B)XJ;eD$9{@NeCn^BKq=;(Z%XqKK$8=
zkAY&uhyf_l7+#nIUnW9<;5iD8t{+VhF2eVlTzDH0XjLc$x$~cl=E6JPUjMsW!hUF~
zP%<u6pq!{eF+~bAYE<h2app{T-C?iYq}4+khl+r8T*b?aEX#36%4IctYk%i#KHJ%(
z;y$jT=RqHSPMu$@1S~2OG~iBfM4h|Q+n|$E_%J7ortgyJv%K<!{b7U+SY6roU|wL(
z^vSfL)+_U=S`*Z+pCG^av?IcpS5mjUI0I#xeVCq$*5$Mtfnmf|Vkr#oipySWsE(2H
zih)|Vd+x{ZYzzuWy<-&v)z^YX>DJ~~AyXm11OKDU&aCga>iq!~ZHadu{7|{~$#FPS
zA3im~%<}BvwCN~e9%L9AoNkbf%g6$O((g(SOe#LaU4+7Uasb^mD_oii;7bXCeP_5z
zFT!HX3R3(v8+Di?;ef=`2ImWJUNhWEoHv(B`HO3ESTnI0aEf5A{7Ut+HR95to~Sm<
z8R};Oy6T8xh$|9~2q%E?ABv(>+^3YE<nouyN#I~?Hf^tsbdlgWedQrd3w2bSM+LZS
zoEykk*e*?LJ}pcaM^`)*69Yo?h%#UW`=6x?8L_6gpJ4J1k7Ug`MQw2VsS;RHiVR>H
z19qe`8SNKOyAW8vS~SNZ!vlj9grzg`9W}GYhOpFzJblXk`tx3wo`=3B1QnNDgDoy}
zH2bv+i4CC3f^qi8|8%=lQCINhE8wwmt3wn2ZuuU#pew7y@m`@~A>asy9Q-W@XH}~O
zpe+^TwpMfpUbpHzemo-%x&>3zFfno7El~P6g>7Um!yvjAAIN`$0XmM40BfV{a*kK4
z=RbaVL3W4{L_3RO;P_Ah8eeJ9*&1o%^MJBUz0a}Ss}oJKi}4YGHT6E)1p8e09aef$
zA5aZ~mb4*p#Y-A)D;3S$TpM<Y>m}+fzj;YFua8JeH+*?XRGDX_s>A+n(k{61;)LhS
z&`L>fBTu{+R`V};6ZnixFI6Lpo|YgDdoLI+NJfqk6PMWKh8tz2+lTkP&N!?%%9<95
zo<)6M#U}&e5w%&el$nva>QTQLM@x|pPU~D;<o$VUwe$)u4+T-7nsRIOFh3Nbu=5LN
zS^_Srr_Y3o14?z<?u&#-?TF+V6p;Is%D4z%Wk>^SMI9F&Zux36kf5ZQ7-P<T2QAr;
zCm8HT@x7Ed%TzFG#3t*PnX!!CEQ4NJjV0U)bq`%&BfuWv$ZHwD)$-=P9>2MsMorpf
zxTO`a@jn1cB0da%`WjB)=GT4q_OSG5Tz5M5LRzZDe6^xZ5BU@J(p^&{Tv3{=43Q-n
zhh(5^{fL}JA(Cwdzl1gzA~`)T%oFAuLwGTk)6@xuAG%u3-=Puz4xwZ`RuJ=PT}cv-
z0u*EvnVs#xEm7+B(&HfD*X1Mj$M!y5B|8J01flLjwkA7W*j2ZAeuI+pTB&p3B%LPQ
ztUOYe!kEHBeMi@-BP~jR$FbX(O#nX(%+-d~o7Gpx?h@IEgEEMY`q$gOkA0D@tA&}4
zljTW6kx4sMH}W-sK5ho$L(tizX`5~}brgl1Jo@=rJA00m91!j=VO~H$YR@9-5|VfG
zZ$IA@`2&H!mfC8lFVU57Hq*~dD-aNDIGUxl8G%5Y!#BzBncZh_NXMbTq?`WU+f)gA
zBt~BlXf<u7UJvFAs7X!>h8n2*g;l|f=R)4MmF}%CKPX%K@ciY}*n|6Jhmu6ywVf&F
zJ|&JW{IofCYEg#y5Hch<J88suBtS==k4X}rydt8<SKNw&x>Us@_&IRBKVK!VHF+}}
zu=S1RsGP>8DuEe!Z0cGAW_loA6S>3cK#K-V^J$NDced)r_xcL_vp!JnkjGQ!6Rknd
zMGXW!oE`mYVA*VlN_DiSK&e4Vsu}+*QWu*AHaE^1&c;_6T?L@Z&bJnKx&J2fos`kY
z4~=K?EDL6tJ8E}5^UWH#1Jg(Yj1oesA?SqDsC7n+(th-4S08JusR<ri5)eEjYK_;f
zP#(TmH4CXbdxL)NKlvec<Y4_+ZEiukye(uBjK}injd0bLDL@fzV_wAF7$x_dD5ndc
z3Kc}()IoyL*jfiy2i={T4pmjM9Nwe(CVBKtwrCYrRM_uk>@d6+YGKRRr=G5mi%4#x
zbj8qN%QX&)zY?Lw^=@z#l^z~B{B`6SJuOag<gALdncHT1V*Qe&;5AwJVBRt0Z`9`W
zuGyr?cZRwD0Kq9J$atzU5>jrnWMY&~{L#_+fr~1T5MqE<pDxB8l#~&aKznKb04Z)Y
zLPf^@InEQ-zuG(yWw>RzEAVWK7(DcRCQ_;3UY`3DmxM9@Xir9tvl3Kbjah)2K>3_F
zxjtF+!unzlP$x5#eHcFUV`-j@$IqW?V@HtKD!ZRRjL92zPn&zxw~1Hps|#p78XV;u
zXmmcl>}6~=8|`&$=?4&J;@RKR^gDCK74^s%f5+I@FU)M#ewR#DAZr6E8T3bzwd)`w
z@=dKqFc33$C*7J|%eI(2@qd8Tke0B3`|bK$oEF3q>DTo3K99tk-Va>1UTZ(9n0~}c
z6Bw5u!hwO8m$GR&EpuA!J)%BCE~7c58$`aozglsD!WgO5KoKxYZ=Ze;UC-68r0ue9
z=&G8;TM!0tpnC)iTH77_8TLv^ApD+DvKs%=Zv}$j0}g7}B?YE3j#_5dQB(I&5{|{T
zlE=_^VCjcCwVB$C7ep4Ny2n2gvVuy);D%2={N~X;u|A`H(Hi<TX_%7*-4BNX<oN|$
zY0B1aPKO3~&dA7`)G{TLkAuTW%t<zUeFKBOmh*H=P<@N*9NeH5@(#{<T_S9wW$VMI
zI&KtCfR&b;i3P5<$E?Q0!7Atw;hn$2De^CY5%R8eYVDpjPZpYmSspgr;*pqK|3L1t
zUA$!xk=)V2>=D(`@48Q>LLQ%3e{Q2@b@1JOm=SKkZI&KI2Xi1$C5B_t&?e9M1%e@O
zYcJzz;XVfkrIr7p&v}a(GV}G?^7hQF<P`W#U|mIb;L5?X*5?7!2@`9YGTd*!qf!M*
z=G=5_;VDQL23-kkfg8o4;i`^m4fWF%kzQSQq1V?i7bbO5o^I*9conLrUL8%*<*yn=
zMxS=`Qba@U<nIy{n(s2#eX>12yblm9qg4EO=e2q7xq<9lV<22XTOXCc^>ii0Fwuc=
zc%NuLbATxumx?Q$C`i>;juC9E(C5Y#ryCx1HiSADE<M6pXs@<O@|LXXpC<<B>g5`e
z_8%yiydA34ms&!Xn%m#;WSN_q8emyNU#7z2H-Bq4UcHPV(0MQzZQkK{5jDrG-zGgD
zYMRGay=P|;LeW?J{f=dyiwPMQXVvDblcJ33tIDp&k13ie^S+yh=WE-+C0wLYvD19Q
z<ahT~+*H2he9Ui<J!*`6o*JXqE5_B*1~Hc{RPsAlS2r;bJHbp&j!^WAEx#Oa?zhie
zm0GeWVU@AWrOleb@rjsf3eD2wmqx$~V>BqO`I6v(5e+U*bNn<q4Vw5k>7ktAtA9NI
zmew7pTmSXnNg5E&Qz<`)KX+rW+6}NSwdKf?sVKT$<$4*Lk=4<V#b{wBkPszpVH;4a
zhY=T)N<G{g%U=4&kNO<3-1;J9b!pM7TA8WgO`@I0dOb$9?Rbw`aZ)+WVb)@RENNOl
z)huq9EJp&7kx<x7lW8Iy(2@wAGeJ$w&4gBtqEeQi`1x*1yC+}kRCJX`l^nkZDLsk1
zS&N!CH#F2#P_slhXP5iZN!T)4q4ibP_fw>SKVHB_8i|GYY<D0<(=o*^%#YeR<dt%z
zvLz||MLiwX2KoD!bcmWhbiApx7#1+r6(f$vEbPf_v24?o{ajY4@{DYr@q3f&__$|L
zMe$`n6Gi88;H!%U;n>NCbQU<nYR-<}@9K%8@~(cWR41!l0tw}F9f4l73shyZT)eJ-
zUY-&eS4*CX2PBgQ&IA)w4}I&>|DOEDnuTX5p14f<{G!qc>!d2%SsHJ(a5DGtt>LHG
znfB3z<Zz*|0&Cqw=`-;h?HE%dy{~X7Yz#8luN)ZzE`5lN(lvo?LuJ{{677Yb0m<&0
zg&0=PleXHOK4GREOR%H3E$)ACV@QfH789z6y?7wu2rc=j(2$C#J8^}ECAysq*T1!;
zTndV;#A??(Q?OEVS{^o{fYbbKo$jVB<QT|Be|ow(z$)69QCwv;C#)LI5RNQZnDr6<
zNEsN;ha=ZdV_Bhn;ytuJw=AGTL^bBdp=n~|VrIfqZ<9J5Or9pF_7???#SyR413&2s
zJgJAF22oK0_kAYpS*I_b%p;Pj9$7mOSxg1o+c;9uePjwM2sU7$w}0AoVL14MURZtw
zGQ`GF+S+<LIA{SurltDb9C`b&-OMu)4vaIH?8;b5X3$)?2)&o#eH<L9wVYqLIIcsU
z5{(i70ukseReE1e7m*EXr?benNLoUBuq8|f{>+!;MC#kZ*EW`PFd9IZ|A3~_@8X>I
zfkx+204_QH)}LPoRR0Y|z6($lLa6d}@7?P0m!Dw1kMh!d5%dD2OL(ShYnq$<g~F{e
z3SEYboWl;>Mp(5LVw@t)xW{cX6QkQZo{!eWdJml}ueDlnh!*>kpTvq%<hBMi93;q%
zfc5BWmix*C*rRO<2wG%8b#Fmh@+EuM+GiEz2PiV|2u6s6<ZGS)s7##9(I<$IfPpXi
z<1cm6%9ex=6ba%RuRnSbCHHO~t`AI&?7rDV09}mD46-S>mY+H@q0^!*)o1&dr$Amk
zMI7_fy6V{Bp1o<E`wy2!Kh$WMgU57}5xQZ;rOP~*-U2NXn!d^!*B0#kGd!L#q#2DL
zND*n;L4=9<I_vyQIRaAUFjfbiC2%D$s4Oe8?CqW73-3+c0dXWE3T|KzRENMRlWjm;
zW0hbrg7l*MVw#mKAs)h4mK&{<I8XhHPJ28S@|4Mp?r{d6s*W{)a`=&P3v4m^&ha<w
zU{|QhMdMfDiC#ZN4h9g95qbGREViC+oKRx6kSZ<>?m7t!_`4Ag+LR_$*BhSo>(LEs
z-4JkD%Ko7aXgu+LUJ_?aA$hosKv<uF$Hw4`gqcb9c41B|k!6c{%4Q31=<W;WMBULJ
zCeS@`nQ;&xY^=g%s=i3&1wHJFVOUw?gam<0zw*^R>-sM7h4V-ikzAnqv_Dfhflw<y
z@D3ES_~Ec>wbMl|@Xx2xb+L0j3N02UNhZCe5i5!HpODPOdJ6YbdRcn)j9^OTcX=QH
zxihgI<s&-TB`5EDsyh`21#$6CxAQduP<ncyFzs3q3*w7F_}PYVG13)cEBkYH%%RRe
zZDeS)pk`-_MNExeZ-2zsbqur^A+AB!jsI`{n&9MoUosrdkJRb>d*9!eO-h24$4G5f
zHb&(hk6&8&wyZzqoAJra<7;O%z+w-Ox^!XSpD+KSMP|5BjT!}<TQ!lCH^_0O#r0zJ
z2gTLTr_-d(42!$m1|hguT*mm)Y=IC|CIF{OY^N<E7k;*s&I0j$d2S;1XIs`or}9@?
z1;>aw`kt);DXD#ii(=-K8g2CEhst<AF|s)_!QOI@3R)7Mu`vzY{)1E9%mNOQfA+dd
zpu=ihVMUR=r^oIv_?FKRq28^4)lY}d5<_|x2PEL?;mKGCT!aCQEU;ajUeB0nOP_v-
zK+^NQ)by6S)GIIkLClU7BodJGm2_oe3K4mu0?7K>_lcESq;K(ovalEPOve=q?by5`
zyR{o2@3j-!5Z7HXlXG&|`$IsX^8}v3)U!xi9H#SPC}ZqVV-ceqMB|T3fWHeW8lg@;
zCE@`adj!#jWkQC>NLQPZgr9Zh?p4@6T(!x`$OK5;1%G$^U5ql}sNWe&`<SVKR!5+9
zKmypbK5?gJF$5AG_)z|}k{6?f3!!#LQnnptrYjL25Ef+c<`2&N(de_iX#6Mht!wpv
zldero8XH3ctUzH;H1z1WIzk*H6*7|ygDHO9yW73N<3{isl4oo4TirB|uSfngDR_-O
zb@t=vQ5K40WOij1;#&R3PVE%LQ;rrQ`IhW+_vQBKh^X`W`+-|;ps0TtI7lT>G%zR*
zBQ&8#RpilEGj}A!MOr3uvU5fGBc3MSUGenw$I8F?KIUw8Z-2+?Q27#ct^{{~|Mo2?
z{G_+fGOVM)ek=ahuBJlmcOSO?tG^;4y}4=xvcdGvTou0gDCQ|fTKKwNdu@i!eJ{t4
z)L#GkJwK@#Vjn|1koZFU|86r9(Q1Oyl971jE(Ptf<fBwmDN7H`Lkg*F5Sr#+pN`(-
zBa0s#B0|PQbk4-cF(Mqjv(WmYQD*eBzwrcWLYK#6lby9Bxyipu;hC~<a~ElzqkVjW
zU7sTC52%6panh<WE{Hfc9Ya3Rd_?MU<_ak2g!H&u=MAQWW_(CG>eI^-a>0nZ>*o<@
zb9+mI+6-e9NIgq=oL<yHTIT$s9qav`rd|g(ZxDrX9Ke|#(j^-k6epyn3mb4sChwnR
z2@lPG71h^`dEaipjZoK^Ee<OZh^lV~(jSXE_O~+0go8EF9P4U_bA4(=o}>>+L4R1{
zqi3J}-H06lga-m{E`BChMN7<X-lgmeth_#DRo`DQT2o*d#0es7Nyn<4!M-9J^&UmP
zWIodc(rBxkuXWqdhWb1BkUFZ&I$I>htauY~a>%zSy%iKO@2RQB*i>tRc7hc>3a0;m
zx+3MZ;i0d-d(4P%TaoU<T*IBLIFB3uR<jGa{loN!o<nT$*pM8y#s2{BrkRr@Je^`b
zfYbkE?E`$)kGlmF?Ha;1tM*fc{Bn!@?Y)CNaCZUkUY(zXg<J;S*nO90@g?#MROZ@b
zvExQzzp2YA=8MMv^G}nM&bxbH)?h`-!z=SH$;J5`uF5?$R#Hd10rd>VA0zvChwxI7
zq51*I2PSx>9t>Oq0Gz-nA9NJe*SzLtK$W3>5o>G{8}MzCfjJ`g$Tef9PJ?9}W8d+`
zec`y;y~u)@$}p>&W`?Y(tF;oCFfBlzy^IH2W*rxZFEFNiR+QOX6c@L1a~sgUwU0iT
zJqe<cX<6gT#&rcImzI>m5ae)=c&=gVMKMsZSZBc?r$~RJS76^ermX6~4vRuOr&8g|
z!gZK}?AYnO)o7ah!0PfXFX(2|Q&I|mouN8YI)NjLBHnl}=aTjB@h)%Zn@LSg8<KXW
zle4FGWUrePp3PEQ(bzPUr`Hg)S3Wx9?vkr-^9la@m3Px&sD}}y)ou4;;W5v*b(2lJ
zpl#uckbW2wq4#=xvmC)>&UIqMeM-ZsEh5u+!lMt6cR3y_a!*%3oBeMR1?Yd33;w?!
z<6)flV|9q)x%hi~^>fbOk!%p~YJD5ce4B~xKC1~4#RC#?t-!h9dawSkiir>7Kbz+M
zZ9U$>%S=tDx%yHztNG8azjRD$j=oZXkQP=|Sf$aDqnqvxr}8&$*#0K?{<Zj-{qZqD
z8G!Z(-W7FRk}|e88EeZ_p2;bg%MX14Bi6M@4ihe~D^Og-v;%_tYykfO3N~5ax$?&Q
zp@v((`P|KMT2d$v|8Uon!VY{M3{+GZzjzU)mG(cg)_91kQkU#09-j2S=o>s1H4EA^
zZYp_SSz<7}=Uh1%$(mHB&DC;E>MPf8UIqUXQ}FkDQ0BX^5dxf4d!v~^CkQ3EWY5gS
z%^wK`{k-4O!bUANcz^3_M`ILDby2y~k+hP9gac27De%X>&mqNy*#4>rTRZ*nYZ`Vb
ziUTFxeXUY9CPM0Bt~CJL)R2O^*98}c6Qp@*k}vb_{H6tp8!vxU+;%+Fv6QLL0G!?2
zRt0%z0`-T^W_o9O7}NlrnEGWAh`!NSmOlf=jntT?ryJjm(4gJ?+{)tSBL1yDQ*Kus
zy}F}Hu=OkUsKjo`)eE1?bZ)<Gyp{`jl)?-0c^xW%a$_aO>x2<ZBnOsrpN_cI`qyrQ
zG!@BIfo<`L^dk6#^@UUJ2tay;zDSDBQH?bu;jO=f#|rg0cdvYxdjZW`b~KO59NMr}
zYNti1+{B^ph0A*&1%(=uGE#K-w(=^jZ=$L=Z3+DBxn6c7I*21LTl3s^J2A*!w3x*v
z46A1=Zq`F=qT?1wfIz@yE+=}z{Ol9-2?V+AV)E&*$J_RjEaHHSmKV=D+FS2<6C9Nk
zO49%Zy(z|$!Wbn|jZ!dB59bcE2)XYb@8v~JXE&Xc^4$f=XfC4{&iJoFSI7iTV0e@Q
zg`x(C(XLQWg5Fwpk>tI?c!H#mYmwinGr14Qd*cMlk^Cm9!V+}ZPyU2~({?hVN1xg=
zra_iwN1Bo6(Us(F%URJB$#HPOv0$qjzOR-bqE8aZRRbo>5E$z31lb6ju=)T7p61r=
z^V~*`lC_n)6<RkAvCeWFSSohOeP^^4>z=L`NpdmZmmVT5EXgiz{SUC1Y9b6)-Wy+W
z;u?dDnY4Cq-}gJG;t=9^SoWknov%6lg0b;;x=eZDbG>QPW1+IJogsDAVPO$nJ}Y&t
zFbb_kKSinZaU=vJk6N0c6DH%BtxHRi1zqj4&6%CY)AF9AMUW(a{5M^|=Ym9Qf7h`B
zsC9I`(~rm@q<y6#>_uP87JE^D5*jb<r3$Y2qn{ODPvGEQb<~{;=h3XrOU1le1Q-#t
z@)WW5?g)&OAb+w&kI?Hy#e!->w{YBou7PP;Z<`Y|b^E=5he+IH*G?LCSg#?SmLuYu
zz7cyW^!`ozAU8&rCrjRW7$YP-n+7QApZ!{eIa%X&?us7Zj?7M;vu80<#C$3L#E}4e
zr{1oqD@}iKTnaToQFjg*aRYJ|sR%KjT`M8H5flKS-eh*tA>_A5Ye6rUrRxuhL22cl
z{x*Po_kCXrrk^}(bXjC^@)h!bq%oXBQFzF{SE+39>6f1TO|F^)^N(^(H1FoV2j%un
zj}B^b9C%9Ov|eW+iPk1w&sy1Zedc*Jp^ci2#Ai?lG;d)WMD5*B9zT5*v^+<k#QR}1
zXBzIUC3XyHkrfXIU}w{?8cZ;R&MDjDTvWJ3SutQ(cagx+f}kSrQB###s8%&44>yN_
zPDrL&GRcgW!K2)H9-?;yrxI6zA{zs~rhG|$QF^V@eT`8Cv<ypBt1&V&s(%a;oOUo4
zEe}7_V>3S~Nu`@i8{|tAW*fuRO@#fK(jf#xM}2*w^^RIvgj(-|QRf4NB}i=6h&n3Y
z^Mp*)UPR=_A44&xp^(54jWI*=Ds@%KV#8GNU>tHj3NmVQ>(vVWAY;EkDc(&=RcAwW
zM6GzVR}6@Y<vMfO%CKeGK6nhuprNP8G_dvzdE?Zk?6{Xr#!MoUM$hJ?lzw<|?xZVh
z0N{RK{Rq<~qy9^Pc`{=2u)UK(bA*@LQ5~&D)E@84+cJP)%px<Z;&$yzA{s~-UD!@F
z=Hog%>Suf<g-%cp5$A_tMY=ta1;rWbOR%e>@A3;P^`2DMK_1NyM4t85M8;Yi1CQus
z8`S;-G`M_vS82D!Sp&XDVno23KWZl;KBGl;pD?lDfy#Z~odw3Uj@&=7UKa6*q{P?H
z9tdx7=m?i)sR(L|_q%t+3#-zi(9{LNV7gv&-ZunA7Vfih&(;r_oeAOXKU2;~8*JZh
z$eo_gtTHiN&WwfV4qTnM+24Afx7MEjRPi^z(7k?bMYTEgIXYaJ*<LG5CG1aTwPUGB
z%G$)gA4#en%-z@Db{KEVbG+?be|f*`39FYUZTVBmk4iZ^Wl|BqVcFluaL5JuCuv?G
z$9l(PQ#Gl$AGW{!b<t}fwzv4Z8f6oFQnqn<{;)Hpq#vqL6B|pFSvzC)Y^&^VQ7$aG
zdDh~pYeXt@T%5tvI<y{YmgqK$Z%nOzb`?-1E}vgv?{<x8zT+&<kt8efh<pJ@<p4>K
zc4>)Ys4ya*McIFwnrWGs8ZEmVn~euc9vzWP^|i5REGxt+WJwe2{RbEo=kB`P{&0Kk
zAKETI^;y~Z^_FjIB<-$xk}KOGc9h8K@2J8j&k#f!T<J&9lEZ$!jHgl57${jH3YxXp
zxV$12i%~bT&6^9k`mt5?nipf=;tA2y`;v1jw2?Q6@%N=`aS$O(<r3(SoIN^6^1Wdr
zufs|l0=Q>e>siTLE_3C$&yg{J&w)4U<hgYWe;WK)bE9>S9$7rzTz*(FS*i7yGs!*<
zH6waz+U5ITPSSM-1w)v@?U^NvRKa3aJ;bBh#ijGx&`_6`Y8I5kCWIA)?JHgE+VhhS
zuDq`yr7=W4pB^r-^lCiI-jTqL+J?Us&TRkof?v3j8t)pO(B!DQU*Bmz_Tpjnc$M@I
z4s|nuG_XMV?$>tNuR9g**x^Ad1<2o)-E;5nuXkLWy3y?sS&LbJ4vc+fX;X2sr><JV
zD(7RnXyNNa#VD~8Mqt+L$|Orws!Y|IB+;3S08r1}H=2+QeE9eMYp0}Se1_bhpV;m8
zkfOOa{wW*Xmvbf{#K=?bd7Cpv^0p4)PeLf@(JI>8wfi0B491h}I^KPLUro|Qo->U@
zCKDKq<EXpci6c12TU8`Y&zmgO5hwzM70ywccG^MhT0bAlW<ZKVWX)jbw#^0+R*(r0
zEPL<!JhRZY?~jn$zE+=79g)+l%wLY8>7Pdz2{@RZ>bj(*<SB-!SNS~MYUWEYJ^!N7
z`UHy|jV3t?6nQC~HBd!BM~wz*F3!a}t-qm;&n|avpm#OgWOfzOnO^qj4dgB?FH@)O
zE4hMk$NmQh0N&>ZwN7nSVP?oB0FrNAl&@N;g<h<iKV$i=U~VW?2C<yBQLO1`QtUYD
zUtE?y?hSn<@<kGyKbRJ5P8_uY4%cyOevspJ2tk@6L@}^@fyN_>aJHT!t0SGptq6mC
z7Rcj8omwc#?nc;{4e%xdbPrAtKA`NX3n$mnc`#bk%FK4^%_1GuC$l-2;U_EaYIbg>
zX$gUi=y#9&eL{NQp=GOk0H<VUV!-MeR-@i%(ClgwChG6B-r%$2*jGR&sjHORj=9Qd
z-Ts++yX<Kb8>Yx<xgPAlk{Tk)>dl%(7@Pl6bAWM9gwRM4K8s34MMLRbs4O+!W?Q>J
zzMvO~f}Fk{m>1D+|6pOF|HfEWVqb)YQ?JJ&*9A<(C^_tcc6A0~LcfD7@R>?3r=6_`
zMNmI}zoq$+|9V)4J65NuJzPllt@l&>w}fV+cjV-c36|0S<*qqP;XxkD>&}rx)Oj5X
zorslR=@O*{m<TQ7_XI%Ps}+zGDWd+Z0U2&!lDRV`W6!c$dGvxUT*hl(?@Kbh93Z0x
zbi3FwL>Rc`-fxZ|Pg5_kGg6~+>Th{E{;|H05&+y<5pFRd6KD@ExP$iJJdm)Js?_xC
zMW<Kd-A9qF<(KJ;Pz?rUBr19cRm%NayY>~?{Dnrt%<ScX!Rt63<0nHPy6hi+bmjQX
z{BeIuC5u%rBgg!gk^xBMz;P&0WL~)A&-x>UKmlW8L`EGWWPdhYcv$KXRS5SFb?FHN
z$$Qg`E;RV6J0t-}W@2iS9iOG#FFYiGtbKiT`*QL_E4@5$*vh6D2&~(&3<G)B&U%V^
zhX{u~kC3EG4$Jx|p9Y*a1|*MZ`zl&26>SBYuZqDC=HCRM$;0EV!omBE5m$pn+IDx$
z2kSJCC8sM*83K^1>R|4Y`MC+grP87j3d9e66Z$7*2m-4GVJLF&t#^oZ&$GB!IQt2U
zOVc#`N7yY6_y=4tBF=Z8ejc?TYRYM{`P-{)aQ{?GfnQjn^S2={un+R@43_~!%?6<&
zWa+Dn)wNJF(|TYWNZ!gn^kJUgzbWeGHr=aS-tuMa#j~k7VLuXK9$O_tJm?$ziKJl8
zKwndtW_ff3=T~z+hC>$^t}o<({``*H;^f_btf<Ji&!?CefMKrA<}>UQS7`feLSLRE
z{Ujacyq{XChs;aP5K(nJ)4T&*#NS%HdcSvJs!>(lMmXJBTRI|X<W-A^^NF@k#bl{T
zdN4{Dh{o%q(P?y72@+AB#16?8gBbDm%g6H}HeYi2%imP&;Yt|zjQW3^7cu3-EbuMN
zhQ(caJ}025xZQL0;Y*XHu*!e%J(?x{Qd@=es0Bw8k5}wdZC|1c27YQxR92>f(|%+L
z5*L$KqWXAYQ+yu-VzX@pvqTOIalSM)Kk%a?l(rB5hH~t8SyZH%2|^EcNB4Z_%(7bB
zAtOaSd~;5~x-y*R&r7JhL|GV|nS7wj)6QZ}VqEj7#!W%*2yFq*PizfMZ&cX}lNj5V
znoJ%dCWv(`*rvVjalyRc!+x2$_d|zyo>}#5NlsX`&lj3nLn+gg5#E$kl0^oi==T(K
zHpq;PCjf)>FiX0~`|d>huZzfU1@5xNZW_%TI86e4vfYzi@DL@IX5DQ)1ha5R0e0Wz
zg{(nVDbGx%F5(u#>M~hbRA0Q=@|X;?c`d{F&Oy%REgD1JQ?sncPgSC-(Eyd2m68CP
z42?lP_Tk)R0Jk7D?JJ+u51qP$7GIApZ+RRWe^<CUC^<}(1l-`_Q=<dkWoP6sTj|wh
zA$osAx)6zBq)7qLDRB+bUspDv_CD1$j#+nl0jF50)G1-Zsm>bbDbty+nd!P2bkPCt
zDX|5l8UE#tE~Z9v!dXgnnb1&kSOqec8*0%Q2CeZG656Q>`sw#`;F$+1eR^=sSXj#n
z>GBCm02hG3xz*(J#YmQGWWcQtwp@d*MBhJf6RCZ*c+2&CX{rish|PJ2a%jnojYYK%
z;lBK|dNQo9&oB~;K-I%a@-$pB>6PJDe38Uh@jI4_!CMvOf%OLK^1sYgCov}D2al?J
z(z6(!-wE#xx+oT1_rKctWO}~JvsanQ7eQNbJDm}`h`lE^X6CKYIo(cQVek_1CuIJ<
zIg5&p0RPmS(QtVhb2egxmY-WS{9Pu}tQSNkvaiDpBNNIu2uXg0uSvxd=FLUx2x6ip
z5q+sDMHiC%RW9I00~3*qfZ@FSl_3uoK|u*cgUQMjVTk!B6}Rf6^1Z;t_)qYVAg2&#
zz5P>zvm;T~9^WWl8cftCi@ppVQW6rPm(8eOQC3#=sh8PU^P6FXgbN&(`=MVF?~onf
zx7EFTe21Nl@5z8Fe7LpTOwas0OhJH>duqt{wfeF6yTU?Wy)^y&$Izc>Gw>*|cK_ET
zEFH|}<~Dw4&76sam}<Z+kFm}<!hXA><_-V8*1_TbLn9VgzWOEmjfOR6CaKz^*5(0i
zzV6IgRqcvsX$VDS2|DW{;JS)f`X$yRGBQP^DPbI&nJ}Lxf&8U!LY$&<*%Ojm^Emf8
z=QP#<IRDCR@}YWB<y!S2bk110{i=~sg5PnLL7)`tGP@-QVc0jFo|5MLq)APOL||0o
zTwXIAoL0^T{4NOMQc?CK5rF;&2;4$WCw~}aD2Aph?I_f}7$(I%$`Hs#e^DvCS<9uy
z>m~PO;jfGpkhPvG^yCAsLuKk3H?aLQ`&r{ML&@Ebe!F_OlFQx8*2gycar6v^zv<`A
zHC!)<FS8Gymj40vt7wTItpDCBL_%&E+`s(vZ9DLgg2TCiI6704sImhCrnIt32!(ky
zYKD_3CHH86<&-|Mk*nyLWsF>(aiGG_<(H3^Gv%V?gBRD0{l5%a4+u@97!{<y*eC-$
z-jsE_93toeN%tS=;^T0~0e?9VVBXB<lE}NvN89U=a@l4?zT}?mgr6#Jm{W69R+ZiU
ztLZVZrbMk|kNT7Etw-$I&wf(0nNBNck1^=*9Tjl(FRlu$T%1K!6ib;=Hgqg$LVELG
zV3P7~FTf2o#xTD}nAzXnCx1o$+TLD(_(3}M3lP1DCp1*KS|J`Ey;?{Lf*-zYqDp0+
z`DoklN)4e#3L_G8M1Sc&d0ua$wCOeAu~=3nPO$dF+)I+)hxa|pfqWj1O<&DXFX6Qj
zP`4hf`seDik&~wCL4|EBjhA$$XK?PL`4b;=LJ!8PaT%WWGTXw+R~UKzv)a1XmW>Xs
zC(GiPX@tf-QvS}P)t*l`^@C;;{mg%3+TE=u#&<?;w8(48BgzT6C<9NF{{vJSTDN~6
z_pWX=CTNzriuy*cV5&n%P!UGv^|Yxw%o@Y8Ft#tPFn%0DKs|V{c1tyA$@;rgfJu3@
z)^#p#ASdLxyB|^S^RzIQ6+7?X#-;>s8jHs#?A3T8rsk)&FZZ|Gi7oy%UD7mAEOji4
z$;=FDz5l3Ew{@Iua%pt?_*{^7;F;+ZzS6(?hHh@%GREd&sP}9sD1%qTjBxs3Sar12
zqWc-yp{C6Zx;0=?nKupvp~w@lGX1qZ1_g=vfPxf*|5?-O0njJ)0YDY<FnJxSa$SZK
znWaA-_bVg6xL!|&lm6%}FQlc2wkw-}PUrH}(mTT(`9Zl2GdluRR>{Crp{SjVJ^3dL
zX;9UK?v)2w`A@kDZbTRGjW;D|Pi-6m5!dD^J<;=1N(XT$cC%0a<|j{iT2>6wROEGJ
zm7j6i?1-VgnIf`i*KVofvZ>;5@CZA1_eR)Sq8e*^U*n|u#!310rbNjL`Ke+ALJ-D)
z7|xHgpE>*N=(r2UA*wA{!`0`GL^99!S(2#i46>qlp2WsvrUQ@-X|*F1_bPi71X}9v
z%Xivr%F@1y(jlVtM*rh|6*`$~Qt>a%v4f?*xZGBY(?kJ@_v=FQ`K(6hq`5T*0>TP0
z5XkfoXi``9$ISSX09pT${tl@SlUvt|r_qjg_OXJvlAc|2(;q4E25JlqdlhA5`7%|g
zNZ6B+mkuRkKo^*wv9POAj<_261+(gZ0Q*4O4xYVcEd{s4i-kE`e(g5nXq|zYgQ^7N
zc|2Cfj1Cp|GOdxX*5VD_yR3BNZn=w8*7JJwFoIt{RkjJkJ4c-XBuu6%Sbwv#9j{F*
zL>NE#Y~Zzdw>q4?-RF{n_%j<Ut&G+p+52O2dt%XzA?B8FZ=XLlsCxNcc{{95pT$ny
z1*xk>Z2w8Hd=O^V;Ht))F028CgmM2VS8>Qk1^}`D&JI&c(@l2n#eFnX3pYkcs@dI&
zwZUeDDc>GdIZrbcka_hhSlnOt%kPpc1H~+5*>*{U?y?F%Kn!KAfMCA9<DuWXr_7ql
zZUCU|c;Y*ZQ;76U%)iQ4vbSt+hRz%PTmmABZN0Zpzs4e@QJma+Cmj4R$6bggf^G^|
zuZRZ*<A6V6^KgQa=%|oYuJ_%c&W4N3loqgq!{U}3OHo<&{RMbJKP~AP&cge}1O25j
zBUmO;c#Y{_X<Z#Br2v*+DEA^63fNOG4=>U0*E2+A*eb%sCyy7{*w=0}spMd!1TW)k
z06Fnzjrni>5qGs#@?N@zMAbAFdaEp*7X4q0y;oFIPxz=Es&wf^q$fZ^k=}bvLJz%n
z5D=uJB7*cTgb;d_mVk7SA_&q$lU@X+Hxa}FNc(;Huk)RAajwqAT+G^Q?Tgtnd(FJ>
zJI`Yd(;6)7r~<ul;Q`BQARBsJOf8jp<P){VQtoHlbSk&R-p0Kema;Z@wDKM^rmN~^
zZu0p9b8n=ps1<!Ozxk{g#0ED@xR{z^ZIk3sI_*e3QpI^^g-fH-t`a!;t(5bVVHpf@
zD-TTHlvvB*$@MAY6o~J>Qb~1f!@(an>O0ickpM>ruzPVHfG9$@3_IG@Bbr#<1NoT0
zl;_V50%z0HBT5v~-<q{CMw}a&uT$ii#ZoGDw)n%c+$TJh%Nb*GL6&BLY_mU~fEa)q
zx9kUtEI_gAcQgcXGp3b-0CHG$^;<2}I26jJL1@%mE9fX-6s$CL8mV1YDw7v-=GZ4g
zH_u|n!Cjan_sHT_a&Uiwo3}XO?Q*65zvRf>Y)Bg1v=?*l3~*wj$VYR{cv}-7L1!>u
zZIxsUHOVoZQ3{0O)NtP|xH3FQ)*6K5C&o-8gMW9KCo&~rq(<|R84|Ojnr<K%RGy0$
zo}JATHNhJ5Y{5lt^2v@T11N4Huh<8U&dhVF$e@kx%gE>#bapLdVx4YC#$OUhzk6on
zQ0nmfKFN)dvt!HL58ssedbAOuNH!DCtd)k>ezMdRXaT`s20GkWc}f#2C|QoUsdA|X
z*;4+@s|m-p`9aYLOY>!XND!%i`1{NuZEg&i+L>HcY1LKD^O`_yTo|T@BzyDys{F~H
zMT+bRoxrHql6*B8(m<dht%%2FZC&}xF>|fjR&D*ZvD~EM&sMo)#$fK$6lR{~I9lzk
z7Y9E#MX^`8Bo9xO{j$p!Zr%o4o*Ud&Ucrn6XwA8_#U6mi^mif)Ik@xmRGSgkVjiX@
z&TaUe`R^zUn2iv{!R>KEC3`OYx2AXGV%p}`1~1J{p9yUIXAc~qmK!TluG`&|!=rq4
zSLk;!TEv)99<bw|*9z%g=schYjHB2X4R|<W%!+3WEbgb#5QxIECG0YVQ5C{_!8Jrq
zxPT`U<jfrpa*Nv)uWuIq8t)Jl<JEHeU*DWd{fRO+H?{n`IdhdH)eM}{HovDG01IBg
z)|jgugFP(j&9*SA!H6o6;7&k^p>(ds^K_1Dp2j42l@8D1;GFbhXpQzG?avHAB>e-I
zChKS?d1R#$KCn$eV5%v2J0%rZiFHD#<19$(2|~mk92qRzeem&wS0l^BMGLVL<Z#r{
zlfGS1M)et7T?kZWYR#H$Y^`P{Wf!719d*<Tb^Z^~?1>dt+8Ml>JWLBj#6~?96w7C<
zbR%r=2$A-JfFXkN@rZldswsIUcaz^*rgcG;o{WbhP@~7FDnsd1xQ22R990%S<Gg`c
zvr2%9!hj>Q$w~9c1tCZ{(yT9vDI46_O{x(jkJ~x&eSpoQuPPO!yPJ<Pi+(~=N7^fF
zMCLmbsa6wZWB;sy>{{qA&kQVx-{}_6zq<f-gJA3J)-)=J_sJ!e>?Nw3<jp9@kEh(3
zxd9Aq9JGBu?SB1Cl|jE|!^is(Fq=yHY6`O<5%*6^FZ*#QI}h$FoAzuW__{na7iKE<
z)CYaucB0m^onYZK>nVuJXoNoX)VPlQd2YCBm(mV<QQIuacDi*baR4b!cgAIzUla;Z
zG-M-6y@BS=ts#L&k?~3QRrLQ!&d9OB1eNRBx(FS{sP|5aBakm*zEc_03|)1W_BDZ#
zO9B@kwfJe$7T^#QYb>J~d3MaaS#&d^YeJ<IJzC)gxc^-L;8XKEm}$6HjsE@Pl$5Zj
zr@bzHgrv!D0jSqMc;+kP@t!V#4C&(H@M?RLmI(#DTv;@ONuFMCht>Gjh2ck!bYPP7
zvjhuex6fPlXs_lj={YKiw^W0vC0jzxRl|*C_6Zh~P^gK$I}NpPhA}_HSuJl#F6?;y
zJ3N9T;wh}le&$u0>Fhf&o(yB*@<-ppNTbSPp4`mQAH`sl%T)E`6N@m!u1%2WLeyOj
zDImbB0hPdMMA91$E{g*n%bmIQE2wM7xiB*PT+^ej7!veO(l#e?!^6Og(3+t^ZWv_6
zy@?!3Fg{Dp6g0P_v%tRUQ-Vo&c%3uUn{gZ6_%+3FU?K6gN};f!5{qtIGXE1!mp4n|
z4AyFr*64aeZHF5aAqPQF7{QV+e2rR_`ZB-o8NNW*9}I;cUdYeZF;rh_OZ=j8B+N|y
zT<)SMr4L_HPct^Q#5I2+KeiMWW~}m}ay?kG=W1ChQ<jnY2<@sp{2!TD+adjuOuepd
ztyhKXIwN9<J8pJno(?wq5NLoQFZ9lKOgSgFn;$EO(nr5C4k??rT&+F6RR|TB6;|Y`
zKR7d6fgZlm^%3eaih4IoYhWXQE0U$Aki74Cy%>+eJYO(`vTgf&@d}@54jPU(6douh
zXi~zyDV~j%aMV^{D{baXj1)9x&Cq!wuybT!#*RBsP~63;BkctmA^j+vuH${j(T{x&
zZ-wbYcW-atHq-2x)H^Sj*{aP82sVVUjSd_fh?!+9Z-f;=yn`P0%lDKa(+k0*Ha?ha
zh1}P7Ef8zzK)t3P#%QfSDGV~U!ks4SqI``~{!?=d41VV8$-B(SJmM;6>%BwM$h!5b
z;+MDAXDK>e>Am^&HlC&iS}Q^H6ckWVvMuuNBPHoMrz=02?e&dk!#N-^ZA3Y&MYig4
zs5CJel=PWl^RN_Wpa0WjXj6+$Si1nlX5P0-(b4n2(cqdYO^A%=vZPnqrO_Z1Y0K3K
zafuyoEba8is?&ravsI3M#UHQkjf9>?0|#konq0{Kez!=B7Id0ywT9R*=OGt6gXk_T
z@lY@1QWK2W5&w+rz1iiiU29&@9Dh9we}FDykCYT4_$_FaUFEbBoLVt)aBE}q6kn66
z3=@!gvo$u=cdrqoI$=$}x<PLvw?@ZmEi!wFy_kOW%+Gc;m9P{zSz2P02;*GzVxVV1
zFAADCStSr?^%PjlO;(qH3>3^(w2RPj{L{6W)nZmZ7$D`rG5PvKILp5o<>U{VmJ{Y5
zKl8q(OEVXghJ(y2n={3EAUKXZ7!_GWU{9Iyc0=YtMT`D#o5a$^!Ja~gfw+-K8k5nP
z>u9VEgShDdHv2M(!0g}r+Z<gs1bPC77S<!Qs|qDC51FYiZlk#2*BZ==l^#X}B8#B#
zd8@}xH?sRuSP>p>AJ5%dtwDq8nv4(G^d2~iSbdEQTRjhg>w(T~#t!rNi3`79wx&B5
zibGnX(LX$1-6}8PAuMF2D#v%Nc+T2oF5VL86apBMa2Wc)Wgl|$Z-6@*5~coV;%M_n
z<-4_;@U5reVUCU!=7vxrlZJrya~avwhg*iuWe>-`tUJl&>_6tEeBVqm{E@l=ccufO
zu*?ZP^;w-E>7z0DL;aNYRlKmR(Cb=7-<~`4$4uT*|DlWUkIKFgBX3?xRf-ywP%3^|
z7<nmR@#oBC1MnQF^z20G<g}GeTzG==>~wDT_g4`LO+rU|lKP8Z`&3+#-$xwl=<p`+
z{{xNx-}6gL(~cGn{algZ;uJ0X+FXj%gn^+W7gcvD7~Ql{_Kfgw$$czO_~Ukt7+6JO
zp5qNDej{uo1tkCBUf$l*pEsi|#3;e^;c}Y+Yf4hY(0d^_=8op^wzz=_oclOY8>)0f
z&{QF!)LJctQ+uW1lQ?oioNBHA@6lO+im&Q>5pOC);45HF%*_~goNeNlXS_es-{kc9
zYYeK;#iJDx%8^#T+572cjz<7}xEP@e6}DVSiQZkFfhR*h+B0--_Yy8dSpN7&;#iI>
zogxWBAMF(5({*L`rm6n{=2#o<VrxI1n!4JuD><o%C#P}I*Z&9TF-Yaj(Da{MlEWK=
z-|P<E9CYJuCjTT{M!r`S4lTJ@SFjPax*_<-e4$yM1mn_kENCz6xf<FQ+Ab%P-e;d+
zxM#tqgmnT}W=QIrfOx!{^vgOyw^cL11R5$0EBPis;L^KkouBRuk7#RhP>Q4IZU(2{
zaLuFpjWB}c_ISw`nn_8BG~zfCgIu!0ih^>J`^d$K#uJWN#qFTvCD?!<qSZ}*t;#Nm
z=VXjP=B~6!v`^fLoNi&xL%%>g$fFMHHbmbXW}+DQfS?iJ%S!aPv&#KR!`CjYP@U23
z!WSe~+>1ha+$~q9vkIb*O~oT={sTB>uQH1+-tgX#g>7C9;LAvQl6umH{zWKm3Lrjf
z13!-Xci(ITPVD>Q$qMEFKVRs77(@S$jUO1rIUTy))_S5)5^U#aA2B6+|J!%O8%L|a
zCl7xH?bhe7UR`e_I&P|Pu|j2kUUn!P`flQG_`jJ<8z~E)k*fh^w?te<vS`;X6@N#I
z+M1#*bt}q78FpuPsdnL}hW10BU=+Rigijw@$g3zQDm;J(M^o@u^O^=A?J9wXt|*Lx
ztpnZgoRNtbeUhmKg?*MVl1Q-A>B*S+C9tX0<DS>5;q$I0%cv7_h%xh0&f?btGxubQ
zPnE#A33Ygo;3Odw>KOv@($Mb6q!rw!U%?D0PudGI<D&v1k@wOBo19Vyps1S4kl-<H
zdfWH8Irop_a2c)ip<ojj2`*MW(-75#4c9m(PSP{>15O@WDW_MX{-<yTlcU3~gnL`Y
zBjKK)SS_C4Sj^UpU2-nXj+pufG<z}>A~Dw9fX*XY{i4GR%-Bh}x71Mgz(LYnBDYbS
z7eSI_w{m2YURqeIp~e?Y4`9#XXOeKRFp!F+y<0kCh6?NWE%+EUt9uX*?oIsEPFxJ*
z3|mV0*d+?8X<9xZP~~Autjm|m(JzScR!|$114u<7ME_|5d-}OqOM1;cgqRpK(#GI8
zqr26~O=7EqsseFfx&AIt3_@n2_cN5>%bR<rfnuu*gcY+>fJlXC<JcJIJRdOJuq$)G
zs;o%bDBorN#IKUQ$Y82kBjhPreTbxou*@P^g~=oZk2MkVt3_MI79^u)5OLai1Iu*=
zF^RdUJaGoquKNz$-5vDfIGca4TjLXo^J>T`g-5D2iLdRQ@D3esQ4o`lqJde|h{+G4
zx32@J=o?$<^{);wADh8$IFltoitCAuhwZM}`cnk0&i%yJAS<8LR`cjSh41dQ@nuqp
zgeL}5eL?jvoZV(CzF22@)bylWL(~EXWm4ZgB%~vzQ!>zCEKh#nuP5VH@1#d6%nw%E
zla+t%>hy_wUId5%Bc(x@U8|C#=mLT@BIUSsp8DNfhVM&)BPCLL01OPeXXQsSw)y_m
zDjj}H{UW=d)tFC%+@SpiC>i+J2FpL;)b`GanQh)Yz{AB(jL4v^F<sSUR`@~IN=f2e
zrMk9|#(iILApK_GPExXZ+i##ZW#|22$W{L*kiKAbmWi>XpeI-#C3p|7-fTm{W?-79
zBxS@V2>S5OJezJRLt{vY{d(bH=(oJ}Z^MjT8I;IAtM%@<(SJ95)kjx@1+ud1mHe5^
zG#FEFkB;!yBC|W0E-|jXP31+iG)T+BUtUe*2hb*dbK({!ySO~KX<Ir%^LuIhQ>EC&
z;dn_W_NiAwANaRgXGy)XOhiP7e5^EJ_{t0@aoTB9n$`*0St3a4w>&HWiC|P$J*kN;
zeRC0=eswx0lsDUzVRAtQ$#%PgOlU-CWHq#w@v2jo5w!xl3+NuKTzbNfp!&yQ<Zty@
z7|rzZ8&%iM{!(-9#{H3bmX$^5NZNJ&K_rc2A01Y|?`TjdC@liEnWtp?PDZ9We*9J@
zz^Cwl=T92wsh(%Fr3x1LT4st#LO;(7z@l8S%S1T5BWxGIe3VqgTq4KyF*t`QA25Ey
zh6HDXgwj{WiGL<En+~GX)p`LI{xBno4JsV3ul<28mxgF8WskbLMK8|M`0d$tJWOFx
zFORai#_j%HS2_5TbG-xw@1geO-R7}1-8pVhNqTbL&DWdLsgvLDQDP9i+q$V+-XJ9S
zfF)DcSYxpQNi!l;uqv@*9PE+?z*T;lEuE-<WmrJFiBPpB9x5zp(E$@OdGd5JaC!hS
zzcm%RkvlP9O{6hqaA<;CIcft4^L&@pS`f+u5aWD)fR~U=<t);QouuLhW(WC0!QxA!
zc|1_=Wm`zx-_Yb*vO_=K=m3?>h)GH+468Q-cZPj`o(R~uJ-torq5czyf(ewlDz^=&
z_^?xbqi@%uJ+NfjR<`obm_Q4<ElMO03SG)DecFM4{qoqF6|63<tH&U@4j9aGuR7n-
z$~%B9mE7K5Yb6~fYAcD1{A%KI!k1xcJY!r9l9oyWlg~&XDPP~<2<9&WVKc=uLy)T{
z%zO4ytr={42Gdm=fHx(tw%?fj>8kfKVMtbI*6(~wMboe4!G842i@}@hv23HCTeIk7
zZYzL8&090`=aTN`2k-rbQS@d|B`7AdNdDd3_nwu@tka{F%j3gTiYlSd+-A+M$K?BA
zyB~a(k_@d}N@dS=cTa%c&juCrVs@TiE{}GLzI{-RW)qUUPaIFOQi#dFJ^v^;JAFt<
zpqy_^?h7+vS0tTjct~w7gh$DEH5?g@d}8*<YEn_XuOSv3yE#e+(@z%}Vgc3+R~eAV
zCmH;3OY3V~8VuTgFkn^*?)P&D&wO{iZN17#Nb~vR-oSUZ)gYW&GVb<=Ep<(&2SfUT
z^W3b7IR2=v2=i9KCD87^W{+^~_D^-tep0~}MCwAoopE2*C2aYK^bMzv{`hk7_5dm{
z{mnK*4VJ!eDvlNnY+UC2(GmDnL7j~xO<q!R^{<RvM~~iYDflrJ8L{0jpWm+>E)P{Y
zE7~}zT5htX$xT|KIs;c%n{ZXK#AiOC()VDQ%auX^Ov8@S*hlV*S%v*~`70sI(!jyk
z7)U2ux@{CjkBTx4djA-yrbj!-+4cDK=L}Ky3iaVbNtcvT=89dC{2!IKU%R*5^#e_P
z=od+sZlAs6<8WgJ-15>}s~tZ3$s3|}9v$VmIrysmrc|T;{_8KFzmgy;nmSoH6H>t>
zDFJ`~J?m!ym**9mTF?33;ZYFrkD4xr8>sVfU|E0Znf~?<VZM$iKW4(B7(aO~2a^u#
zDzN=vN_ASRlz%dkpPb1oo8m_5FTzvEb{szPnAQ6L(th@p9(0bOfHp@V?1yq?gW`X7
zEGme=c>32~x_(d){P<N)`r(F|x!?o&H@DvYvCS#WCh&~f98oBHdKU|EOi)jJ8g9_U
z5uQzML69ZB;2VJ?dj8KpO}&cXod=7^A63>JWq#{{#^>4J(QUV1gFlRF($6u23Ldl8
zO8z8OSPuRK1LVWbnO)e<!`PLVqeGvqdC*!-pt+6bX&%kIN7<E}^cR0s|M<`9{rYnn
z#R%oq5jGBqtfzm$BZ(CEH`w<aZg?Z7rS3t?iq!?q00UX61DShQI$Ac8K8V$s<CeT2
z9XGq2lMe`~)8EcdEt0NFxh1UHCxgzoShw(@uevJSV*zFmih87L^MCpk?En))gSs7+
ztN6Lx`<@?US|j5oY=sI!Yyu?&JL#(MNj(S61Le<c2z1A{C9c@Vk<*NLpfX$X`@cii
zw?&4>vdNsec`<?m{FL5|c#Xt0=SBP5*S?RBMSpoba&IMFX|sX8_t0bqJPUtxdh^ya
zX*LfPLQZ7u-BvWxR{70P=jN@gWaSPfj=1kRQttaP`ipJaBi5iRJ%vCsQZCii$bsA_
za#8Y8ht&*{<5hyRnx_XQ9)E+Q>NFXu_$245yjb45N`hyH2A9GgfB6u4vG)4BU<H(T
z>NN01M&Xb{dtr93x?+y8%O)0HTTue!oP2I79t1Kl_?4F77;X21v#|Q$=HINw3OV{o
z26WPeBuci0iJml7)U`c|fke=VclgUpAI5#aZB~zj8z?WjWB;LD`A4<f`dp>NJP}>r
z>yG!?KO(HBIicyP?#6bjg=Nbi@O`Jfoq(pM(B3n&*mH!vb#h|2NbzJSQK-V#)1m7`
znupKK(V=B;FIGEtL!J)^V#Eo{mqTS=yHFrP^t<eAGJ~K^Bs)n-0(KQWNpI8_{$yhL
z=}U=_gDpq)LvJXp&|e(VM;c3do#ZC+oX$(Sy_a~v52mvWF|$udUChPF$yY{0@3S#>
zG@t3qQVo)WrI&p<V1NS1lUT6xUkh_2c_+}(>X1r@&>6KEo5D|i-+KN&6EC~|pjenv
zXZ@Nb>=ucmI8OoCHEt-iuC)2{(R;!yYR^}opnCPEM@M#EukJ37=I1B$I=OFNa&1Qh
zC+B_V-)SkbyNx*g_Q7Y7&F~9xnn>qaYn-x!vSh)MTXlu0U8dx}yfFdG<(zK@A!p53
z&{84;QIVhq`qQeyAA`EKZ20mLJTgl8e0LzK73^-4&3UnR_i(NF*17%Z4p)auLoG{5
zsP92Hi9Ii+NeD)}ohO$=+Rx34+(A{^kU?C{(cz&S*LZF^zykxMy-;|pnAiQU)#!1v
zc9JX&tap{VVEb*sWV5g2#wXkS3Dh#{e)K+exQLrAZjAl3=SJ$iNC~GOgbYxZai1a5
zaw&)4A=s2(I%#q8eOOr63<48NnbUq9<{RNV#cm|a?{bAEO59^`a(MAv)Iprh%NQ&S
z1J&7n>|T7|e1<B0h{eGotn6F4<7fVa2c<udL{etC`i=mO@7|=Lvuj<yI<5_r1RK0{
z{ZKck3i%~TajY4Jcs~~~_I-lB{86aM%;<K|zd=3@j2ih5=!4ADS2BKzx@;D~-S64E
zf9&`E2Oy2j7VPb^B3z5KRC=zX@5a(++p#d-{ylpoK2<W!QZ8o}o8-=?;?_cMm*HqS
z9`W*IrRFepmnhG@4&Z~180w?0?mt~(OPXgPitqZ}xj8JF7k5my!S<nGv*!n+7xi!c
zsGR11>{zgO0quI>?viU{;ddelTq4+M>e#TMx`fjrYnJ4lC}Zh%;8Mg$!pJ~$TwN47
z?*yx@%iW1lB;~#({y(8(K%VXK8?D0pz*dH5D2Qphr5TAIhVz*cldIlM@USORx%r$$
zDHQnQp|6k$;r?KR<CcpC&gM$y-TSh8{Qtgfj|N)0Jj@>B-)cc*PasyvU^Zhi<WLB(
z)5BAh`mJhN$68;fq(yn`M6t(iM3smh;NKTpb_NdZ+2fbS&OtzKe2Ut#4gqJ6eV4ku
zzOn}edY8F!yjdu^{|!8>m^z&Ui`t}CXnry_iu9(6g*a7Z=I+@nWbiw~jXaP?oU>d5
z?{s*@K2aV=8!`L6HU^ZRE2~;bD2T-9VY0;`_4%r=dA*~JCjfb3dt3t(>P~ey_7vTc
z7ml;oRPXlc2Zx*x>{u=2SnF`Rsj?b~k-)g`nRQCg!}BCQ1<{(}A*Z?jt{1tidj!6-
zRQz2?E>bC>u*X|#Eg1M#vh)(ly%?JpR#t*cg}EnfoA>YxSJ&l_?k8mdCxzu%74}N@
zX1z&cHC$akae2Q@6q)JAgz`(v%~BQg`%uJ!e5a<&<p~;$Z+Fc@xzw(hX1}&UKBuQ|
zW>q*fN5RjqgLzUoFv7S3Ds=C?Ddx2r*b^A<`llP4UVcUN8TZ0YqblYiURAV^-;c*+
zWzxojQIB{G-6|r%x=(;;Zunw?7~>WQiE_5mA&EmcFPke%gOrL#L5#mDN1+<V^z?X!
zF#$LK7*)n@Ocr|{E7o1)xkbNP#*S^lD?42|@YK!qCBpuVBI7Xvqz8nfkx8%#bCkml
zz5M`_!^!mH9_1H%#QV5X1Z!-C%=^&Z^5Hd`$)%b>{ZDuu-08co7c^JinlfGY(t2bB
zvVkN3>lIubeel9%2In+MQ1R0Ye8myM@rx;~9`*Z;0Rv&q9}mX<YH?#mi8Droj_U8b
z`@CJVqPK<C8TjP5J8T<-^v1sbI3?E$N|{7vU;ADb(yRHa@otC(^mh`F2z1>QGosJS
zzgSqJ2$AJh86kkR4*zt#*{gkVD`dG}&B9!I@~_Hxpljf&&57LzbHgEVe}Tm85c0V2
zOJ?Yn9<6pR?P5BQZE74-ly;vB+02dX_ScK(wrQrZ03~N3lBHZ!PPj_f#a+O{El+uN
zVr(5@cAN(s3E)vf?!<?XI#v6#uTo{OnIx6FBx|%%X~y?1dJ^763`>W|#eT>`RP&zW
zks>zCJ-r~Mo0k5t3$voItq2YS0j(FdN&46UQ|{4EO*Ui6c@k)6D+!Fiq)h{mK2YD<
zLPyXhnh|jF!LT<XAWtTEMKV)L5ERXr4LASvv}UJp(dl?tC2Yay2Q&PWMOF<rm)ntD
z+7rc2-O{VK-xbRPt6>NGR=K^PIOieyolUD<sZ3k`_`rQ0uHSVjMg=-aT3HhMQ!{K&
zlF<50c+r9bvT}G*Dk(6?O{<XsV&e!=3v*M55`Oz+u%%}#GOMJunt;{Px<~tO1rTd=
z`od1H%xcoKwGEbqfc%_=5x{v%*allEj^}u77!gzzBVP^QL=<01&W<s5<mkMZJvdR-
zGZnQPqb$pV8Ji(vYsT&JZE%=ofd(<Sn-QG<wOF`tzoX<wA0spA<$K0~-?4#aZ_924
z4$k>twqOt>N2RLV<GzaB*BSCW;hp+?{bm5K6;KK35<SSCsFe8<mFqE%$f%}(qmb(1
z(VF4CB98|ona%V{B&U5|C~EI6Jh*zON(+npXpFFsW9EOE6vWhi1bILi@5Dm^uj^aA
zPJc8$vd*QI_1u-4b4)6>N`8_lDex{quslUPP^QUO{f~Sf!TqrNPaQf=nFOh<Sl$P0
zecGQAC~7`KOKv6SD{{@P|4f3<=PYI4{s&;!Kr>SpwYT{HzBpw8pdUs&k$ULDJIX)+
z5d7KE!o^oz?%Y$(ex^u${%Vg)AXNet6ZA^tpxghRPkTnGdK2-}scoZIKYo>FX2!Gf
zPU+9w`bxWOZ}#~q@#6BcFmpW}>6(j~*eP{Uxi2~wzSI-YFqPj8l=7T(p=sx|)Gbd%
zeg|7udHEW47j<8R&HW0&c>8NFcRaBDzTd4Q6WB*vb#i$WF?pJtT?33_^mSVNxwQF=
zf&XwEXR&2he(iqEdNo(me>M6&47=JjR25TML|t~+%b>F{mYp8#Ltot=VBI{c4z3v#
z`+yfnWJJ=jdg~8nf=E<9JAf>Uv#aW4bOQD0P-t#RJLPwMy1#_3m9L)k#ztVT8tZZ^
zU{!}Cete&CV_E#6UdLV92~(Ly{;fRPtSBs7lKv99vW!Pfj_<0!AzKMCMsAWP>LSS>
zh-fOdhK@F8SH}C-^^2BruDK3WQnL-cF%mO**>~-`Awg|%F9nW7=CxqK{FqrnB)MHX
zBDz(S=$?~ahF#d{@xg5c)2%wB03+J%-DH^Ymn+d6Zb9w9pS-49d(<{nB=e$X2Wx}H
z{-j7+;CN@j1o1ae>X)P~M|o5IlYa5E?Sur<fX$zPjw7&QHb?NNmTWlOKrK_MQp6Qm
zrUzmnCq1!I(Zb~;n$7&owAY1i4E~|p3v%~TuI~;kwY|D_`gi_}*J29=xDL`ECCo24
zb*v><n0*$eFrPwpZWT@x3067j=O>xEmAhqwoM99i{cTTI8tUw9USNK{db6<g7&dNV
zoq)$~jlz-S2u}itccnfgM{LLOF;lTA-Ksm+xbE@M_kl_)KXA$)LQi;;mz>$r^Ji&H
zT&D^s)6&u0ydV<@LI6Z=Hvf*&u^G`jky?R#d;W;#dqLe@`a)Gp`K{8SA+?PDP>s2B
z$2)tee_wGLl2clP_1=gK5UNgGt2G))2~1gy03K0t9i&cN&ZjEm_rj~P$LcUu*;Wkv
zaE~c8CWt&YI(8PLO)0U6jIGE#ew~s4E6tYBroyB&)YZU&xbjb6&#eVaE<d?<-m>#A
zPt+*odAM~P7=g;n&DKr({^ICxN?fJ6x`Kmy@GQS;Hb$nZt0@Rw2?W7&TWfY8LQ|#s
z?<s6jQs@@5x(pnWe(R^gn{y3Ggc#?V+0qej^PRY(13{xKJSkBC-YeIHjhZ1JCUt|9
z&xkFu+*X5uCS0sjn-?5JK6H3SU?lU4*@I9GrUnUx7i2B{VPPAnposb)9f(RoCY2A1
z<sV}6V<cfx=4}x9Y!R;x0Gl3+2gd!fFe`nrsw~Ld+NMn(g1Cm~rBLvY5Dta8Av4R^
zvi;A}KloJ@lFUsNL7YsC?K*J`1c>B$O+ks|C<nI!$i6eNqh757`)rb_hae(5jw*pS
zqjih|95QWVEiw339DR(s7f$G!VD2o<*dl-{vDd=X{9saW@dV;f<hJBl2;#;zeG)P?
z{5#1=Vn(7pgL9b88qJfJL{9XtI)5{owPg#}DlK?8eM=e#2|wXu4bEaf##J)?{^ZeN
zI%VNPE=&+u#q1l^_BZ-bgz<){c(MYfHKfD3zyRW|g?+w&s5GoM%SP3kD_FRfF__W+
zT0pqX*(+Bf2!sp?26nh{nTo7^6^42IFtavSR<{AszzV(MPD%azu~}q=2SQ^Wk%YY`
znp#3M|0jk%AC+xkrogxniUq{GY;c5af0Wyv3jo*E{q_*thsdKUS-RJ1*q4i_8$zQW
zy>u}ZdjUhn89vgXXl`;TbrhmCri>#ACuy!h6BF9%6leW$K~3h^Cqt{~7oT*R7Wol?
zxb@_bZ2iQ&ZUD-{-iJlW$T#P6$0hE2V0Br}(FrKQ32O}IzVn0rL`cvcK0wC8hT6f%
z5GQor$AoPXJNz>;Qs@EbIq-T4C&49mq1Gt+X26pJcp~)4KEJW`{KOZj;NMt<KM?gp
zuj&Gjpqt@9t#ORx3PgSe<i#VZCjXI66v@^bsaJ18beT+p9?wf`t7FZonqu{TJX9j?
zO<`;^>`rU9c1($!vNe#Q)&Ao{J#zK>9b(6Y!}GJ#99~%B<DY8d)|n!tVfOk00;wc4
z_F!{|=7?yk4i<rET2C_L{xT%$6^KMc1nZ<l<q0Ws3Rg0sqHyG;ZZ(8ZqgHZwOpNQV
z)t8O!A$7HKRA$<*_uKxgT&MB?%M2-+D>8`M;`@lUzqP%NepHnm!G6Rbd{}bxS(zqB
zCJ&mkGVw{lOxwZl^ZBePA5oDMZXWBD<3<Z5Q5&vud(-mER0MJL<6sY%fg<70B0Ch}
zB^+nUrZOU_z`&6~0%FM0w;83h<rOzy?TtL5vzfxZ3Gh7pFg`ST3z{tIZ|sJab$O_g
z!%b`F9@aQ9V$7X#@amD#`7@OMw|};M`&CckU{b#xi@zK#%oMH<o>=y`^w>3U2gB6$
zJGH$Z&&__0DB3&Es`@(+2a`DbjGBG5GlIgi!UKuGt`u4o=Uy;G>{y}+OvenY$Llyf
zHoJ@AcIS@kd{pE4%{FIY_&x7;Wb7S_FeBr6(-+-2pOp5h&)TQ3KRvopwCSyGF2vc<
z$x07;h$WeLBEvKFQ=%H-%oQ0XVIc6_f=LK#Y!#x*(N<XWF}&6kmP^be5jd8^@3O8g
ze^Sb!4(=wtY=<4A%?gKd0)M=_Xg>~*ngttUQUoN>go(U+ODsQ^m(#_xPauBvcM}mj
z`FRW~pD7OtFDMw!>SJ7%)2N}`uSF!q+C*QzFPuesKqWp$<8{hWaOVDVrlL7@Rl1|@
z22o6xLmbpxt4^Z#J^evEe`mDWSQXmtgLhmoX<)ZBk8(W^#28V@)&eSh7kHzs|7)J&
zwwdmjekeD3gA+&-N{16G&T@HXHfGv*46jE9XD7#E?G9ruYe*zkz{W3o#~+p@64TZ2
z9=~dSHTWOEi>B7Z+;X-TbA>3B(Ma}iwK8BiJtiyNH!du6B)Z*JU*?>6CnWhf8|O9l
zTubm@$%BI)U*b-b<RJvydnSy-R@PMI=fHwRD038y6`18ev*o?TBj;|LUfdjY&duC4
zc4>g`{$MLN=e~QGf1WfOODd3UtHMYE8HEKPNcT7lcXVApg;8mM<0{9(J?nT2mh)0P
z0M(}oTOeVFDUv&I*Zo&Ldjt+LPBLfujTLmqIY6*(=PeljmA2Mk?|fSR)Hv(Jk42)b
zcl|wTA+`LT-xRnN#AoFb=|}Vwgk(He5-~6bS94ovY%TfVzA(~KragB49fa#Uh*!lW
z<o&h8)#d?Y$#$V0thrc48zY8ABix*n`KsZ>LyY+pxK5OL4gDt#OI-)=>ItC0eKq3h
z>&KWQmSgIr2Zv1a0;}lS+IpnR?5CP8_Qi7ovwXTl13{Cw4TrwcG#qgoX8ja)#h<4}
z?)!+?7p{!DSJ%B5xh?qSr4lz&{*m$^o@23Em!D}u7xtoZaBlXG0U1cM`I9?hHaOik
z8ERL@>`i9E(P-gRG*FSuZf9rmDx7smH{dRAn@P?>I?m;mVFY7=31PH~16gpGin`Xs
z8CGGlg<2^n0*Y;r6*<Hy!}gC1#Pt<<eGaoyU{qNO>iWs(2bjP_dUOc>;%-bML29Jq
zt?zB20>fM$!%v!K1xn3SgSYtQzj+HfxT<h5V@Ng(hUQuFTJXhBYP=p-&|3AH-4oHV
z8}kO1WODf5;p*f)X@_1^9NHV+Qx+<baMXE$uyl;u69O^LTTLn$@)+?52A7!!UzTwz
z;WAMlp9Oy|L9u=_*=u4XR7iTyE~=zLx$DO;tIx$^lA~uXA~^~%7oJ<52h|1X<&JYR
z6Gxf)YovS#1U$sY$wx%bpUwZpoCkcj#Zsx8tt%gd@@X1oM`HgZ&}iX~nM*yCk%wn5
zfLOE2cibWp5OdylV6Y^RJA?1t;{d-*XE33G<tao;_NwPq$drB~90i)M)NnEtj6Gj(
zWIlf~Gf(^2@oR^6S)%brc~g=#rwZSJk2*j1hks5xav8MxCmR-QhCp&ev3AD_{+uf%
z*=D;QxN&)bN6kaH8DU!AzQ8f2!0Iwd{KeT7A3!CHJC3M~*jnx4TdMisC+AF(v!but
zpd4ajdPnC{7fLS2s;$kDXW#a>|Ea6>p@~FnYiAbp3P?LdpV@rQ4d6fLUrot5xpfvZ
zhMf$z<ef74E+X;y`dRL{?6lWsf4|XMY{vW!oheOfY|DCU>-xQ?fzYy4^h!GgvdCx4
z`SXs`rZ+=dtFk}*vF^tuE}|D1Lp_}Sm(c|CN_4zr&jH7B+7h(B{&y!Y!h&{*%>Ze-
zuSstgWj80wdG`7mPoCOpaO10&cqYe5AK^98yinJm`VUXXyRLm6^I{BlyxFE=U-BS5
z4XQ1kGq8Z2WZdv%i#n(*Nlf&{DGN94x17;dkQ!<4(rKuo7qRV_)$z|5NWFgkinr{K
zjKV_zfXx~zJoQkq=afd`g{lp`yI}#IoR*_CSbg#@G0?0WO5Qo+734&}CAUNC)%)a^
zc3V;O!nmQAJfx!jz%C{?qx8@%4gT7nE|+j){fkv+5U8%)g*lE0RptfezM#F26M>YM
z7pVsd=%Y&!)|B9TqUoY!52^EIk!QR0HttKa(0cMnFEzcq(C$hQaTF^c$+w1kjc9d^
zF5r?6S+1-5Jvth~zd4sSn^#(I(kZ;#*VZ7;opDU;GVjDRo4GnBQ43s4LNYU!1Be-f
zn?eXTxNBoNxF5cB|C$0LhR;?AR(jc(Q8MD=o(?Bu?`2mR%k?U#m0nr=4V_QkiQ=03
zRJg|Ss7WN;;dbVJZOWG{*{a8hysmM8i$~!B%4_oJvX83}JC4S9S0LXfkbL_$3)ekm
z|M;ls?$f7P>P%|F5@?Rqf3Mr`*p(<6eTu`01{?RczrEWcyJy9VwR+uoGH3rKz&Dth
z+3BSJ@{}&SPAdHOL#esNGhh5yCHub`fP7XMCE`u4!Cc8fkHTnO0Lbw=7B=z<tckOc
zqV6LR7(ku|9tDu&vwuTGbNfwMXiORbWRBdLMiWIIU`><~i5V*BoCav0=*p(X81R6q
zEJgwDK%D+c`N;-t6jIaS#}Cp+1wy;H0c2a8*}Nf@1lA6PW0&W5nJ@En`n0vvqR!05
z?d_s|Pd&Hb^<cEfui3%j(3kSSH(k?(8LUk6#PSP$T8-+BRAx^u0uQa;G2YGR!!3wu
z`Q!BEizm$9qEhG)^oDT;Wh{@K9$lx9ghsB*1+~T8PU$sn4xs3sP)Afz#?*lXr{gxi
zj~0OBF~C9$O$4f&vVdBj?mxiuvfB~u+lO4g;;yonx%%u={t2{v>^!hUY;*k?7WxlR
zrf_;a|5ZGZGU4y{KdEcZz-`uQq9jYax;@^bgy<WqnwWEI<foBeTX(_syRSU1G;dVD
zl%N%ju1|{e4JQ<*BZsGSKZc9I`JBFlot>QgPSKkdhiT}zW7NTLJB+qA65z6f1o(a#
z5!$X>eIVb~MwSTz>6tuujEa^N(P{ySo?OTPPFDl*I61RUqb6Sc4|5hv=7lv;C$P`=
zf}9NA+D31B4S+vY@p#qd=G5@7SSO;8y1#lRiwuK3w{Lldx}PVPqs-jKOc>1As`M#b
ziU<(KcI+8uc2NkvOhq>W{qFjxCkfKLn#vZ{^bL85^Yz}i*b0n>R&yjF=YA5zNw2$c
znc%@zj?b3_yz$hC=1xgfHb&xQYtxl&YzRS&T_^H4WPSZc{`w-B(f_IH_>x=)_nMaA
zO8tJ+>F&=Dbb^_oR9qj&6Y@AUc!4t8uHE7n-x8F||F4Ni7OfVZ5`>p+GBUylMtcX=
z*S`FVPpH!0veV1gXnpQ|y3jhGA}Rkrlani`b`(<*nok=AM_0r~5qPpCLO_WGJX#rj
zTH|GQp9ph!tsnrlY<gN!7orT70zv=X6u=%?Q#oZ@+uzZvuaYWzD73U$|JcM{0M5SN
z6c{an#s5znjYY9G&wcZoB*|B`Fv)PgC9@e|CyP_Ibn6E?C;N^PyL&i*di(82{||O@
z@IVo~MjA^1!R3)5Q5ajLp?B`Zi|7q`A8{@kVr6M(y=%1v96T+Tc0MlVXagzC+C*$c
zCv5*d^|uPD_A(fOjGEv#C=qv~sxLQ{umb7ZBa5sE7$xcNH}NAxH<4yxEp^yc=G{6v
zr<&cBlhvz8xn_iUi}k?AIjiNWW^YXp<Cvl_!ZbAM>t+PnNprcog&N?Ftt#^^ez`zb
zCds&+(GwRJLrFucg)%kD<+NA&TR}^a3HG6>#y#W)7@89dR_Y5ozomI6|FzhybzI&I
z(+7j=wIeW<L^Ac#RCZR)sLBc8JGjMwL{d0%_g_g;_XpzyQ~8ddZ`1t+{oewGuxM|~
zj6C2O6Fr5@f`+r<6+_d8^KcruiAHVBr>tChm0ztMfNP$>Lv%KiB(MU-LR@!`k7@S8
zBZ9(ja(#V6T3nkJ<|~6=|4-Ks5%_asQVOsOXgY~N6xh{=IqiO1ftyL47iQ$qA7uT2
zxa$uSWF$%K?ullo=X%yvh?`7+up3mR^g6W6{5MexxBeedFn}1aiAI;^M_7a^LU{9n
z^t@soWAw5OG3TM=1!eJZ==*v%&SV13<{ZDDlNkl~oHv`au>$M{TEesG)lIyd<ef4A
zbWyCz!|!+dw4!Npp1yfYY<=`j!(BfI5}!noJ1sSCcbEh?6rRqL7NmlLz|&<Dn;R8a
zp}Ojv71K(}B7SSae7#sU4D~9TcX43FowR`@<AB20`CGd|h9LA+mM>S{dXLH+iIG<_
zLPC-jQwu1q!9$tQIfT2(c6N%iXO!a4<Fs|o@<gVg9#}XAG;Z^`cgkg+9&QgDCsTq3
z*Pqq^KLjMD*e!VEmREY^Y1ORsbpj7;WI1?j_FU8+osCyz3rCT;n6<UAM{D$-Ir~c0
zJ!92)K-c+ik{463e4P++S(E78_gt%=NlQ!2<MPEm9v(<%$$k3uKY)sAUXl}A`#-$8
zxS!Y@M;;Uz-|&7)gc$GT`d>|3#`oL$`+d6q)iXxtV}O$Pp3S;;{FNcnPsU<Qt9acu
zdGHH@i7i=UQIhE$Ib1oKoCMCy161@waTNIaEvh=&j#&JyL?qiiNOt=~Tk;iI*)<+*
zAZ<eJYiFI(<RQAz2B6a->Ht+12P5ZPlwDm~TB@SWu*8CmHml`<PyHDys;mN<&{c}9
z{zo5N85=<6*?*;p#4NNYt<_BMlZ{3z%?iX#P|dnw9>Jdpc9-~!sT?~e0v3suOD#-o
zNwr+**^AMEC3eyhN%Vf33Z#VdO1Q?lc82prli8>*D{lAx-suK52tterE`ajiJOze2
z&r+qA=3o?(j7ZX97y5n8pxkt~dn&&dOwW`w0?v;-Pd0=rm88_476hh(Al_?r7_GGF
zvD>c)({&xN$I_{br|ZtWaiO>?m>v&b%k9^g`p_TzMB`sfUfmPy2=z=QzZJL1dZJbJ
zEsmLLJ6cVV@ZyUmhfQ;-FwIF{Pj5hCi`cTBZ4kU+M>!}}yMiz60Up4c@}OHJLL}EN
zxhsy=aV7uVfT9P0nkzoWs=r`14wGCpVbP1*X9&MYlk<DZ5o~H~pV2g#cwrU(?t^+Y
zhIiEd0`Twn<}GJ4@2^L%vvVkHA>%I`=Q8YOpTepI8=>4p*s<^*PU~MfQ_X{u%YUq-
zs3h}mNaJpm{Qn{r*ct1X6_85Zt1K6gsz{&z0PyW`$-ytlbv_Qt=gOC{c16!7HKts}
zQ+g7)RMRhFAJG?=4!;;b!uh_`?b&`4fvfiaA7S?6Bb}(93%Qr8lJ6M{gYzy=+L+JG
zgP2^!;SZPaW4+VKyfCH|qS7-{W|lnY&Aj%s^d!>$XEU~<0PC4@L-|5nX6l(S3t_fP
z$_tO*mI+6^RQ)XlvI+Ms(pbKFrZ92Q9d5n4kPW=sK6@G~)4bPQq`hn%DDv%bD3@vl
zNA;t~-3La!qEkriza1)SnZHwRf2OH(UCB=WO1vcc7%#bQ=q=Zp@Xh<nzEaP#{=#2r
z2p@GCJHJyu_HTWw>=!HH=slggdsYomikqBlKiwt@TGHBV0WBS*K>aPHo(Mk2ixtIp
zDsV17Dg*t>NQI}BBa@})QvA6gXn#wYeZ|FR#tK~2+x*4O`YY~#5VjMxzC9Z{O_KD%
zipwb%US)sI@(f|Q2`idQUDD*DfY6SduEM<sQ9nf|$}tvNIih`+>@O!9MtqJG0;C!U
zOgjn7;q_q@KJxSOKb0P_Nnzc1I%ux%sfwSbsT%NSy>@5$4`7SpX!qp4JZ)e<{G8Q7
z`}|2>V3o?R6pTi{V!Fp8)}Qm>HI9&<f6v}1h(sgU##t_2y>z8r@r<%0ZTXp&M)t#_
zjC50rTCSvFw^fIS8*bg<AG-c!F`BF#?E%9?kaPBOETtP0fGL(!ex<XEXaU0REp^F9
z@D7fVD=ZV<Xt(}cvX@?zrfyG?>vak$NY(j+P?P0*8XWq@eD2ft04j)wU5nS8Ef@}v
zz+@v`f>eJeVT@riqvg`#i==}Wx$ep#4jgjkCKF~|NnX~5h$+?%g*%?(0{c~2Vq3aT
zuxH*2!t(?1BrJ^#33EGl5aU)1&!;FGGcw{XgG5p3hvAz7Z!ek6-dR~Nmg;rYU@XIC
zf2F^FIg-})R6wZCA!CBg(%y_+%#GRCu$0hx{PHW)e*i(&e{6<44y95Y*eH*U49+Ra
z;tPOo_4hQEjXxJJP1F4*J76z%pM_EyqS&5=G6@sXm}o-_t8YJpsJf`-yxF!sSx~@?
zD+V%}Da<P7<|?)5za?@r`(GVo2m|PL$cto$_Y&;gy<E5?P~C5?ZI1Xj?8S!WpPD0}
zG~_@IO-G;fNIHh^xx#TBevi}xwg^##%|tI-I>Xt5JNzN!IrzF|y1OaUFDss&#FW$z
z);PID4Ik2FA|Asv2%&a)vMjQ}om-4*pCw09jr5v=Ld@pr?UQmVIa(uvnSUh<RX*$N
zC{Z=~4jvCwEco#;Ri!hETvJ{zYh~LBE0s5Ok$>JgCKmwZ3LOYca9y6OiJo92SMT`P
zYUnFV+d5VnA{en~3*^a1An5TGS5W}&1cRZhZr$XZ*$FRwCR2o(j4~$N{+PUlc|NTz
zHE34YL~E}I(HQwo{)ON6SKs!ZS4UiZU5i~vDW7AqN!^24XL-FCo1V566P}Fu*P@#|
z5*l`0DF8z2zr34k!w7B8;Pll@U_6u~Ik1C*Sp0p<&7u=g<J^E}g;iHf#MTR4!nVva
znLqNi7hic?Jf{2suV$S-%W}wTey`EyJ`x)sz2pgB3C|Dif{h~u46AvIy{pQg5<wis
z<i^Aqj6^jI!BJD1PY=F}tpu)w(36^Td708?kaTd6b`fx?s77qTMDyl``_a8xrvbh+
zKkCF>pJDq5%qbpxlMm`-;mW@3^Kt&>8lLeSx8I~mnLJ(jM%1?_g0d)iLt-61h>;FA
zgmLF|(j1>(rYreXSKhK`ihEtJVUnQSs2XAVY?cm^V@jJ7={Gb~Mh|Qm`78A&(RQCi
zpS7QkY_qi@yVUKa>9w#GV7Dj_es3bbNJ?}>Q3CgwVe6lnX-YTA;D3{^lMX|}Tza0`
z&fO4!v^qnYL2=N0fNcT<K3l-pofQg@Q$(lTw+yMqhZgCi<Gq6oD+tDSt4kzo>^NxD
zkTydT!4db=&#;||*Mt3r(K_z>@G(Bb$}dtrN&0tn)UQt+DloJ4Df7_cF>_{VM<{{p
z<fE3{TG^K8`6^w%7n9|-X9*aEsl=uEVNu`IW_$j58^?qx#?|KWrn`+tsRf>YWViME
zz0U?6sG@WSO;f7_>=Wu;<O5$Ff`M)%)^#tx7~JqgM=06@Xw~j@hrfv|J9I`^cc)l8
zpkYg@R(_l}D+>V?n{R5Pr-p=O+e`A^Cuhe;89G^?|0djiy?mCgu7Jhw`zcAoUn<|O
zoj%x|k3*_`_FoP-QB=8F<s~ZzHEi^)Z}y(s?0y~>IW7?Y$i=-Hu=R-1fc7(`&-R4(
z*L)dn!2}j!nN?rctD$I1f052xs~;qx>5Qy4kGR?VKAGAKnZ%xLue)xkP&xBwdJEH4
z3k00@e6;#jjzITC!yd+PrJeiQ`npO>ZGxe~H-5f<n-;&35rhql88nN3a<2KiYtzY_
zlA>3UTge#f{p3fr!0Dw5o>SHSWSo-Lu9I_nZ6CTrLIB)#_7Lc7Z;#2_9_FDC)oULp
z@Lqh_zWG+Y(^F)lz>{jffoZ79>9<wt26NcvN#vtCpDAjyo%1A>SJx~884AlI@;2%Z
zs*SH4zWiFb6Hm*gS^TYl_VM{1Q5LJ1sjzPSA<Iu#vbZ~kJ|}j91u@>6=J!%YL1luc
zq<h#2(7l#1u*S-%aQY#z7iXo1>Rt~2d-Imwg%%0dxzim~<v5Rur4(0ZYk$uARLLT7
zGlc3OH(G{7z_~QySwtx8Z81_KrYJA>`&y)d-05ZzBVb;2C;aXM_ouye(cMy)=Wl{q
zjJC8rCfa^^F_sdrhk3nvaN;L@nouYXA;G=&wI42sZ|iJ7%S{?pgK{GcEvcO}ddhdg
zg;_H$6z)B<TU|lWb|$L~wu1G7n$=9goHi)0)o8>`z4_GGzY5J;`zVUO8TxrtocT9S
zccx1_T5yirFuxpy%lg8@#BjtfxFWHGvuhHE<Axwml0K8g_twFG{?r_B=_(gKqJULn
zG4Pm03q5%cqhP@}rW!EZSk^y^kQOka3j_YK1stlv_a@;lV6#|k*Go|wtEsBDHotgW
z#UbdZC=Z1sh<+zGfP8YUi1eVBZ|(#&<J3$%mV!?MTTB6JaFy`>n!;uyLi$G`f~4ZV
zTvNQ|${Uei>JHj_*w0;$LOl)6+=Aac%rMgZc@)b=&lvYQalr$a4UT^G!?52}$1}G%
zmH<^VvZTapF2gQrmmdtz64lVc1Xk+dnW-9@?)t67WdQLfrPTK$jsJ#6Z`xBG{3T`3
z2GP5lnvQ3QaEEL2aAylPPL!AHWze8mUOB6>l226B2v`DI>{gCBI?}I)O~M#I`12Z6
zvB3L`TB+;z^`!H6-jmW+x^CV(lS~nJBKVRMw5nik&&vjfFH?T+`TOr@i%tUlVc<?_
ztbU|hBRkz;i6KA5v+KB&nS;YL5QMxyo(zYKsPumNk$K?@DnMAX{sEk~6{n05%^13v
zIUa10CmqUV<{M{CfF2zsCs$#TZsZeLPM$7Ke|T(}#3YAE;tTtjcfsjz(tzRq<>{pe
zeU{O~XTFp!Ge@UGCv3+9X92MLxCGz#V*$NQGW`Dk@%7eUQNH2Z?$BLBDh)$72#5-j
zGC>YQgM@TRhlq45;xI#_#0=dX(%s#i(jldyd|tlq5AS-{-fQna;aT&{dhYwW&ht3*
zFj6Zs`o3u>7#mBu;#t#qLh{`OXKWR>mh5ShNKT|6R^8Lz`S*K{GN!;?&NUCTp;un1
z;}C?N3_j+(3X;kEfcI+IEaIxo91fkzA7PD)P6}`?1b8NVJPF8Xk8a<@NYKY88}T;;
zc$IuG{oN@Lu(@vQ=ZRmwla@eMBsjzRbZsf)()v9&{x+%cjX~Eb+x7>l8uQk@XFb+Q
zlJ$1@XZH3V<d@#k-t}taECGxpEH`dHyvd|yZu~UbI^f}&zq?2)A+F;4b&}$6`5@=w
zqcJ)pOv#Vjyv)=4nZ)UzbETLt72(!$HweJlQqEy+;mK2L5a4iS_2j5;o`OK=dll!N
z02F!|bY&hN?Onp&sq}C7<JMDn3aZ$a0&(brOf+thi>3VHU1(+&#toY@*M|O?+fNXh
z81X7-yjpr;mj*|8m>iZulhq)c;8OD^2Pcx&#5y;KNc=Km1m$;#QF>a~Soz%b#WQ8b
zm@<_M#@Vw%!utmX9%<N(o&JxYc#Pe3z{e|gg1oL0!J>;eGhwbcEeTk%iT#ky36JlL
zliA=*pE0~B%{VbnfUkB`oOtpEW{`asv(XWHP?s=!AZ;_dd6|eslO$mxBHhXt2`Y*J
z0-A$;U*?sRo;}P>FJ=xl+5X`yMYtjWgdE~jfl>J1JDv5%f`-im=CmRxj1nldncsWI
zKlXWAIqmwQ<MzGmnArv%#p9FnUk(aiVw{+29ETg%`d7DE7s!RbIAi-CZL7lc6)+f9
z|37Yzi3{_!LodVz`^T7?F(Kx4HRskh9FDFevT-+?%PpUevaMVj!j&nqE-4&qA>rq0
zq*&!toIwA&(Q!WJpCLMs2ZGJ~-f~t@cZ)#?0^=Yy5ZzkV-*N;j&ZhNyK&P+NxBOb^
z%&Dtr3kirdjT3w<2Qrg8o$wFwKXbLtO=K9}@!#L;Zu)l~wC_&-=ktdakF|-%m3WIS
zqw8(!80|NBVw|qR<xg{ypm1MNzXi{QhD@7WjqLC=eh?eu4!g(obH}jeZtG*Bmvep8
z&0FKvD@HFVO%GS<V(W+{8Rm?vLeHhX_@yk)GbM%n%V~}-qg6Or^ckFOO4C6R2%4e2
zTS(NPiD*F+XbW!TLv?s2B~9#t>O?)ib|^(oABaFtYd|R!93`=jVt@-GaEx7&fFM};
zi^wBo;G^U2Up9x!v}pCY&jvoT#2SlFTCJ`mi>*mVDmDiWcpphRp3t0d+&F@SrJOcH
z*;mdW&PBzA;(r{42oS%59)pFHrw)*~VfGy5W*rDE$51G#r;cYOo5;%{=I>tu_$pRp
zUJJ~=)GGP`MSgE(uP7l+M`E}h@H9!b#hp-6GN@v8mxTlYiQao+bEo#09veYD+d#9L
zryD1BjB6MFD6gwz%<fB?yOXJFQCFty_&k7O&je<;4Tc^IhB8VcvCoszxR(SV_iy&R
zF}W^_dJKJLyVya-A#kAl@cPnn^HYK0!PL98L2!k`zl>*Zp66vbUny7XD`R1=1z->Z
zpn;U$tmg3?nnw@{bt4U1Fz&DIeL3mIXsBSvt}Q_fw<*q|RpN(-MGQLWMJ66j910&W
zwEPF)V>R{Ou=*#`RRT2>hZ{hOh?6VP71gQeT_{SCREOo$ui9Y6M!plp!}UCKV7Iu9
z4~NHlljJx=+H74GCr}_?3kp;^e(5vAlG9-lF+)$6_#9M7M{_CqqU?2bngV8A4i^Om
zkz-SVJ!FAmEjZcuE3EJ1gkKf=z7e&Z19Q;J@fZLAB3tv%OkQxueVBQ+TkiBne&(}b
ztyg|=_F!6^;nu>(K}VCRBFT9{2nJQlNdkWv1rkWEa9Aj)Xvf5tldCYM>GNgFn_3N|
zh;W(3LCKv@PZmQ+c@S@Ck#_VC6tE%(-ADSuEx@PSEtE)^I^&?HMc5tz9l9o|Zsg0w
zvOa_7(aV;w#wMEZ#W6h*$$~7_iF$mgy-KToWtlaFciR8*Sv`xBjngK|OZha8iJ`of
z3u(u6G$<j^cLQ*SI5qEHDm^O7mI#mZ?TOe?6FAw<o4Z(W5Uk_Ko#&q!X6q}coLD#5
zJ3&G#DPm{MdlLsM<bE<Xk-%E)z9~QbGyRXocUfAEP-*Y!=RCk(6_FUbn{echG&|Xd
ze5Ch|91@eIHqh+Dx|y(aDRJ4Cca!f^-vm}2D|uF=1NR)Eb^mJ@YzGHYgZBD>4{=I8
zX#wa|fjdJkFoN%+wMFf8{<T-WM&Uk{;tm!%D!~*)@5-yJOa=iSL9rbCf>Sd%_~FMG
zVh*u3Ezy9Ad?>asIU9W^$^vw8dlZ+^tvj$J&Z~nM(S-usbFo4$Wxc5x0a;JqH$0$6
z9oRLRRkYF&OjNJVli_<BX%f=(0vusz80s20hvwb0aA@kW1;6$qd>Z+7nZ0yq8U#Ba
z-~l3mfE+9aiNZX)d+AE1D@#05ovW981N!porNZaFQ`hTyJ9-mL88V-QXGm)V;7-^=
z(Mk9u23v%dgMXS+vLn!9ap=~u=r{VU+FoyAjNlZs0RI?;CYUAJP76Fr`UM&0;p4}7
zl!{aoc0o$lv@N$f=xHh!9l5K<S0D1*j;9~$=skE90U?P%OpYMi#0ap1W^eAZU;3Y)
z=}r+9%W`ytmM}6YDe-kFir-zf8bV)r9>rSblEw-^O$|Xfmh`FTOA1f*gX)@R%F~P9
zFn8O4fXX|YGlQu*NRk_a*hrXrP(^QwI6h!tTe{tevaTv1F7=sX9R9OJy;lMUI65Sp
zNxV=JA!tzUL;XuGyvkEEM~~AgbLYh$7Q>Ysm{zjc;m{*dEPm`P+_r@WCi<{e1}1`u
z43<txGwy29I5Cp~r|W@<-y9mN;Hh^S!akf!JMW(r9Tk+CLHMQqXvdD}Ain447d%r5
z6_evhObp2lb(Uk4VE>7p>K1_+f_Z&&P2dK004P#N7j0{+3QF;AB89`kln8LD*OGO%
zHp?tri!hKr0ZlD-1$~<$M_MVp5sjT28{D*zVL@*ZS>^ufN@QQpD}7O%_|cRH#g?6b
z<RB>zZ--oP7cu!<eRL?zdGhCif8yPOcC)(P4K&>;a*r4l;_6)@3mIqO2xM(|nu;U}
z2O|9BMY6hSkbFL_)3c$2h{0j@6LqME8m<BT5)Xu47(-X|5Kt72l#GI_(){4qS`jc@
zvwdB1DlPUvWWMIB%F7Th9{@v|WBB+V0|7jxfuHi6)n?nlhYYG872fUHLP(&z!nUCJ
zL`t1`{18$YCQJSDBKCTFP7~OoGB*wr;2B6Yi0#HUMn2;iRWiZv2sKKix9$P)^NVgm
zKrWRPwJ*)4cI~^H4-a~N6UfKwdKXZq!m-T}b=oOL29aS{;Yj`p$ykL6Vg1{wA3>ut
zQ`XLB-`B#u6A){I{)j8O5fTHNLJ54_4$RXg+mJbqL?xQHmw4=%u}RaKAV^Z0pip5l
zF}D!z4o+r?AX#<F@%Q(v+7?;<Go#RghYOr=S0X0-IoALC6tLlhI#04p6{}kElp~Bx
z+>1VC&caAK7V7-YaSED^rl-~YXsD^t1r{75KPUER6l+->awV}I9sMlqY<*W}IvH0C
z;?Zk647aYh9`aOaWDkWha)jWfAGk~5JeD5nI`{#}&xp0^DldO)E1GQX9gCJPPUb-s
zLm4HlDSdW8!{kalGXB4?(N{?rw2zqV<DR`T=uL9*5}H{6BolxE9*hK~z+>RG4rlkJ
z`ySteS@Vj^`l{$j9gE<TOJndMXy_pS4=#wDmpv(Lb)}FR!MJl~lQAy!w%W7#%K_Ss
zQ8O0Y;qho@7Ew~HrY6m*aR5$sL2H;b8N*M>kaHaSZ?NxzXK!9k2H=*^VzM4aC}~0&
zf;N?d?n+WL=oKSe7%0V0;-I|Z&vjQb_r#xo*(}boZub#JQb>=JlZRj$688X&v_T=U
zXw4!mW9L`;I7>xxHNKvc8)vlz%c2G4(CsL1(--9lQzX^924i}fC4&+!7(On~2yAO^
zQ`}IM$gx2+E)@yuk>Ym~bIF-vr%(=_pI^jtEHTWD#@15Q`!6g^z3waSC;qwm*nWid
zHIvNof&a+IPHRei(Tm#Bk0n?bNiI_MRU67W@vTNl3KywjlHu?5U{l45vD(h!B97ij
zK;!c!u|SzTMd7ni_flOU%en}AfOIThR%F||mhbcy9)Cpcv@brSYz}rQOguE5J?3pC
z4{UTbda53HNDJCv>@?&!_`=1W9D~-=l!l=*XNHGmYvDsRPd`QR#RY{mujM3*le1&~
z!Mx+DJZ)(VKWX&;dC6rnHe~j9za%eB$8oC9&5srcjlhsW*dL##&p_dUYG_ah?qDV1
z3b9q{?fK*#J7td~$BiDX)Pg&5tZPN78OBOng)cqO7V8szL)7hDsrNG1+|tKyE`dsy
zx42yWl=Qb(F{8FdlVcih32BebaC%tzqGXDocT>O=TEJB}TWFin!lK$R$7p8-M$`32
z?4wUW9Q$_x|0t^H8Ey(`K#{V|2&W^HalYJZM+}`8rS}LuexT5G!lP+nd$O-ZzudSj
zqQ}s}MZB7b3A*eds3LUQx|4%{*Z$_!+T@+|b;-Q8_8*_g(?a(rGv4{Zn$fGE%?BPW
zJrV;&R122mj~8ilt7-Bor76@`IXzfXP@?aTV^FG2Ot}$_AU_Y{_5{l2{{Z&$=0V0I
z#id=9*sJxt0UpmPav<8eRX|P!VL2ovSn~s(be~^5_(rJ6(L2&Vzl5^CSx!$9`Of*g
zxY#%gtwygAd)0^7VSw|&$Dv>y83DKwc^3Co(Ouv**-Xk}bddn7)Dd5P(Bp?~*hGYe
z0ZI5Ir2C7hv>sXzF(lw*B3Ocb6kvl!Ou}!DQl5E$Ij|N(h9>_&cXB?1dWdrLl{!Ta
z?~g1l15RF)6;tXLNsm<Ck6K~+^4g9(N-*?Smqm3sjYXkkRJL!lwv9^6&$Dj?NKR2=
zLaW>1HrS>J6{G-D=Sf%j1o5T(+b2>T?(h8n0T$=vR6lwqWCxOIS+jHBSw5x2v|tCF
zLqx^cijTODvnJ`mueoO#Va3k*X<ocv<FAT?9y`-74oMmCOQb{Ss`*Az^^lq(`t&ju
z_R>x>SWX3kbWKn<T8);v3|>vjfE*z;*%l0OHR=EC4~}^%?M6A<oyEvsE1uS6T6mCF
zzDlobDM+~Fq*hPSwz~aYH4F<-64tDr_ayw<*pJA=(9aYRkHu~z=B9-vtE4!Fd+yj7
z8Ifn0^>cLpd870sR-ZHt_Jl0<09OygvS^1vRXWp05D;4KsF~$Xs!^zX<n!Fy;KyZ7
zou2$Hn~F6R#a8@&@2_l&AlX+PR24MqA;@vKL1KzhBPAe2)<}y!G0(l7PiE|&%e4sx
zYhvt9b@7!r7}gvAakwvi@(K1U*BmKM#j*bTAUjHDpsfF;_V3-_Z8oA88nml%j;0K6
zgDXtclw;;j`<qu+9`i$ZM!@)CCf)N#Kf`$U@R$DjT5XB7<~YgjvC!tNAK>vz?5;8W
z5u*>|B5KK4z1s*QE_Gu&OaCkSW3KI2m}u8M#p&-eyu}Q^U<(wOhff>tZ1MN!Od2R&
zmT=$w9$S5sE&0fc2u04Uy1DuJ#P1J6BcqiJqfhUN@bGmopQ8J%2G}lpZezkij3^&x
zz3p3<W#Rnt_|N9gD~?#go&=gN+NOr!ifhMd9y$D7!)lW;9VH0ouu*D`)}Mt#g0W@7
zJ)g+L2Y1n1-A}Qt>CXE*voIB0I4*-yHA;!>(Tuc!WQV28Tw`9xQFU=bu`Atf7{!Yn
zGz=P+erVFb$e{r;51qJ}Vv$Y$4<Pieb<+jzhU3?eB9=V)`0WdiO>H{U^in*Uq?2J(
zdXWu*eZHY{c`x2lV2Cmt)8x{#;6#oEp-SmWfplnGVs2}SP9j70ujV4=uH65Y@?8>7
z;S8kgiik+uFn=J6>vz}5PeU0Zk{%|Hq#ZyBivTWvPgcc{T?2Apk&>vXX}-iNcZcTh
z2s6j{#E!br)|Iziq6~Kd&;5@sZ`DO!QAKUN?0FzLb2!v$L(w9jDjY$*6ft*u4GxLb
zJd2lkjVP=Df0Af6*$r}!lRGe&k&|?bDMSU=sN2C!_E8}EjaTbxz_ZCchUdUFh1ZW8
zKFocpc8|>=sw>LQH{$!{Rh-Ds@#UB8kH?=_G8*yCI3>k@BK2c1WuTB)L><{kZ);>3
zKP=1KSkJxRpxFM!Tw@{O-hD$n*?rXNU0)9$39-Q&3u!A5AAb^ufGT?rl`~2~*Sc&S
zmHttV_@0dkQHFk2?}P&1S0=|oxMOghh0t-to8X8p6P?GB@F{A$zXXpz{lX92otzjN
zT3Zqrn(Hv4ABA_4F9UsKJ+;^Bev{XZA5Y|x0I@?T*KE?{h#~>@SqM(4D$SeRgmTM~
zIFraIKMiami~PVNCFhlcATf%ku1+c=s5Ajk!IQ-)YTQQZq6Fd%MLtVkXmPPY!l>5|
zLDMFs)M}&(0BRmDZqH!Fbo~78?82XGK{Nseh95boMB~t=$Qk0-L*U6~Qs&5GDG7h$
zq*q~?vq`*R6%GRh0y=<C&#glP*LEmWmLxcE{snQw%UiSndx=Xk-065n(I5uD+9EHy
zo~r7kMlWkluY<5D+lgVY=FicrXPz+T=Z|a>Zrdri$uS{RZ0dVlY~5N6<S@6B%kwbd
zX^SWP#fWrcBDbL|f~N52bpoQ=o7`{e3X2c1jI_z&egmovd~nsukoT>Vu|S!cBR7Sw
z#HCG1yo@Gu)gz=RL^oVi^P82MuIBoO=fAs`R)j|zy61^?J;BZ`t{0Zu?O?7_BL`U3
zbn9AgMS~c>WD19Q8{0<<4!hg0rswNd;%bi)3|)n_(f8jME@<GSQ@L)`QVuVCZv%RN
z8h=|YZ#ZjlE(prv2W;E}2<<o1hA-GY()d=Wx9^iv{RdF|W&dwTgWB6WeDW`OJYM)_
z1ck`00EKJz=etp=QxmcMjsE~Bv6=FYd)#A-LHVqI<I2tLOx(A9{14xr@6M_J0nSI(
zG0xkG*8V;kD==UtH419LX@(iel2LmGrq>G<klKTd|3VPzn8zzbzs{6bgFt`4hsj28
z=M6cqBKEo|5;hi!Jw<&we*a%AtU2n#plCML#_5>W-#-&N_sen71-EF8N<u@dk}xbh
z-B;J6Qt8F;Q+y|P4SYjHvGv|i8iebO=5fyiZ{l%85qyG<syf$9NPrSY=2)<}>8Y(?
zzA%X=HXD{4kqGewqF_qg(y<^4Ac-zOooVZC^7-Ge-#RLeiF6<S{t|f!@sLn^pzFUp
zqOFl*ki>>48CS}o%(xZZ%%|8(<IIwJJl12+{+#)*>W}3WWhmr(9`QX)^0U8=X<)bw
z9<>-B4iV}Az*a#OA%@V6SlYBzB_9F3!wtG=&Zrdo`511UD5kV;qGS?`PmL;vn2ZO{
z-@X>Nsrz)>+QvGW+4PeRlA_KFhg53}UeW;o=1?R2WUu4+3_votV9fv(G5iIZW&TRF
zt~9AhO0|Re-vpAPoB9IFz@@_fNzU_Z^TWLaCshw}`&H0r%#TuAuI6H69@cb<PW~@E
zyc?fwVihs6WR$8gxg~-qv(e0(;4R_6P&{+0W@41%UMptQO^&W_nZaIG_}<VtXskfg
z2Vw$zG%Icc@$8ICTUi><5$h^3*<%?t83X_k5YCmw^}wV{UtK}`m9PH+QeVnH--r!U
zu8FWq{;Scmb72IclHIxBg({;cR71w(zs?#?n}yJf(7K*ZAR)41G}{+p!e9H8m0x4Z
z)GkRpNrueB(d9;y<xg+xltG}9TC=Xs2^0^v#D9SIMOvYwoa%#dW*3WP&Vj8L!pt(I
zV~-kKKP0N`uBAspdG}LGsDtCOSfrAKG8kH$dPXHlLshdADJBfCcKA|)r%ZP$0$_KU
zS{(oh$Fjkx`&qZ{<-?6r;X`mK9X@c)-^zH>Cf6GN*-j&3b!C{APKELN$W2g&E+ahw
zxw1{z2yv3gt&E(DZ=ez2#G#J|*>N)Lsi1l`#)x0>-CmYjdFZa|`h-sO21Kn*IIY<b
zS?oEd<x})V5rG8~h7f^56dt>9iZxV>5esGhcxMGi5&<c98hGXZ0~p2u{Wj*A->n-p
zu}8cF`n9*iZ=GL*n)Hl9`;%BrQ#}He)SEp&l(keeH-Mh6D>AEitcmzd^=`3dm3hiF
zP`;FZ;^0ga)L&t~$B_+$1l|XyplB|i4gLESAPmZ)Y(A97J5m8aL|Kg1r!Byi;K#J5
ze^l$%{kiX&5e93xrNyYk0DrmP51yv@PJH_Rjp$RC|4lX1(}|DJ72arIWSm=yUgH;)
zUJY^MPFzpkycQ$Z0mUzS?7a`HSg}%F3C(M7Noe`q340%4_=F@Dr!ni_NqHizy>kl@
zBjHM;W1nC$K804#OL_I2T}Ez$nfhjmZ$qS5#+kDq=Dx?@x?X6vTSV};WwMy|uX>To
zftjT~J(=q3AK%7TMv2O?zclR!?ISIKnWZ`AS#-OgL`wZ4Pd$68)a<ehOC!bvVYfT?
z1fPi>{`BjJ{{TndzaNWa)XAAeH4W&Ohjz?KF%HVr89B*D7W5^@rq)>_AvlhTL@vmQ
zNI9|h9s8sCUkc%&^?6_3#(XSQGRNA&J4wlk3pt`1rRW~|<SVJB;I8eX`QZ1uN{#$6
z546SqKSCW(QD)=v`sH=`D$jfv>YY?HemuFGlKye<tYBaAWL@C7<;AL#sJ4(g;<{a3
zG+3o1UjtU05X7p1+?&=kEB17Kd*ii7IMH&<Eb%@mUDJsQO?4S1li)mH^ZL*2Kl#9o
z_|Vj7U(Va@nszZNDfdK~#m`T-S~D~{zw+kYCY?cW{xSbnn@W)-Nc#^UR%-0auu|jU
zcd<Sh->F0++_kuY!$yGM;ePx4&-MSr=S*E@AJ~jEN>qRFe&0&aXpMjKX^4tQsvkev
zy^0-jbq!km%YiApgc8>cd{7J$+x{6RXyI|bJse@P^FqD-fEuoLeSOqNvVFSSY%usH
zR>l46Gx>iXboI2t+)!CQECH_jeJX4;!v5_1LaojzDxCJqC^Q=f#jix7_BQc+OC&-*
z48ypi_;`8$?i<C8zDeJGMVH7Ivs@;nLLGR;r=!@Bj^vm4lPz|dO}I*D+e}{KaWh1~
zh|c@1Pz69@&^qznzqDr!3HSR6Bj>Bv>j_m^F&_FpGlNpL3~2%m4+t?NQN|MxhNkNb
z;|txzd@O+?h#NWBV`g3@SCFEmh2Ye{N;2DO$VOKW>n}HQn+_MT$yfCCcZOt~v6Lq?
zkLZE)oX*LW%2RFx{Xz9yfBIfnSx^=s_ePS<1z+@K|9o?`B*(`3WE4){^2t9;p^d71
zvX46`g89(J^}`SD9?JdPJpVJbg_#=3Y$DOs`wW8%hZ*m_U(d9xU(VUGw9xqe^t0+6
z3uEQ-)w$sj;E8V{hx~s3tDm6v9mG6tIv45P900d16~S^UIl;}ykKi*K&nt0nrzYnl
z0nP^_T-%d2><(TH6-=cxy$nlHZ*AqsIJ?NIChEgosrm$rUyP+=SqBv;gFaM!7OqM3
z4Rmjx<A)*ryXAJ`eh!Q8JTFxU=HFR>Uc%sJ&&Xts-KfevdUqEJg2xZeKaDZU@_>~T
zMrKeAcU=b;GivnA-Ir?ZdUhiH>+NlVw{F_`dD<4G#wK4c>4ZsP=F1&_t}gO!%gnzB
zFi2C4N9y{$RIB{XN7Ln4@R-zAY$-+hU?Q6rI>eY7VhkHWC+35MotXN0End0nA4E+K
z!{KA;j*dLB*2W-a+MsaxR7$+rQ?Uio5gF?cCAgE#YML4+t?_~xi2)<$a)fVUxe{2e
zVs$um;r_e4`xBi91ST!2bj@QYUSBM?5mASA%0*VzVR!R2O4}w$MCFsgp1E$G@jPls
zui#M)0w<15Z^g)`I{B!rovIs>2mNy;>*8<^4)MeB+SGk+dw5#y%j?8k2u`P8khZ8y
z(~rh^OXW+PD$1F23W#+l!=rr*bptOJnP^GK-zPt(|JlmfNCj&4kP%u@rA*v^#)9GQ
zhtky9U`d|DoYcZ7fuS+&4)JLTrWl?Y{P^YeahOF*T2y{3$-O&Kxl&VK$YfNaWLf#+
zF+?SGoc1es9=^pc_nkrl)6?qiCW6obrAm+O9DnG82MH^znHFZXYZI2;#HmOP3uIIx
zA3wgBF_D~%#W|smzoonh`YS@kglVv!HfQe-_ICcaI<flm6_Z<*99JhR&HfZbu+x2t
zDI`f#jNg+Y2_5yxGQjOn{_*}0-C;*%H9ObC@B@_$YI$TC;KUxEIlIO2&E~A%?Zv+z
z>nw)(t=w55-tS82@}azl;S5foZE0rQNkK0B5>?0mrNa_78JJSTl)Wv1R^&Lo5swHD
zwBS{YeE&u#n_<%%PgSd{>4<akbqP1<ir}c64Hf?6xiP4CB?h#41sSwKO%LHqEHBJ1
z4!mGJUemKM4dOF+YaNNU*+V};5$WQHNOLWw4ane}?wY5~-omOBlK5y|bHqV{J)eXU
zDl<fi=-qijMkOsPliW$&RB-%uDZdiOD>G$^W_6wV4oW4D4!6wnh6Wfo?)<=sLJ*S7
zgaBC5#zI3r+79H%wTFZ#frR)yvMqg=m6-^aq^FAiC7s~;*8DOu&j|L0`&a|!c8J;<
zUS=?z)KQGs@~-q5;tBb2dm{y@BdU^nKuGz-11KDzmEI`W+zyQS%K@_Vfhy)51XxRY
zchho;{qo{cjxz!#D#yNW-ap1uJ?x3r<r?stk&?b{etoPJv6^Q%Ywq}kJD<eZ{hi_K
zY>3NnYAhq*&gAtSO_yBQAFzwN<KIak)74HpfiN+*^OiJco|OWfa=+zQlYhNeQAOGQ
z4MLZ{GyZOW*6Nws<ka??z}XR97vXCE4%D1=?+J0anGR+;2GeueC<UtxNPTv=aDSWk
z&HRFGECk^9!;MWMk13+wrmW7p^;_tIdHfOSYfxfP(&%b$SzSVA-+Xv{zqBt*DueBP
z$IfFj7qd)FV#P*)aoT9<l5DxI3LMoG>`rw$x8&c?V8BcK*Tic*D)V&ywhJAT)6Tr&
zeBHpG;l4gm$ieW{g5oz>O3)QgjEJjiJKOfgy)F^WsC60p*hpZwLP6Jtd)*cZhs1}s
z&gQ?~m#R3^F~vL<THo(kj;7B6IF3IRwJF|UYL{H{zo4!&6x`)VrtDm~D?4+e=?V5v
z;1akS6(B&71daQNlywI-#@Dlc&&asVAE@=)gtTUv28-NXm<Afi&ZC<yFMc)_fn{Ya
zA%2Z)_vCB)n<}(W<Cq~~yps}Bl=hj;YRu&6ZdrY|>4z}hg@N(UaV=cO!=(|2O^YQE
z7{&K*LErrQ%yoPN<>Rxo=7?5*Ca{&7QFM5;%LX;nm$g-5tv8ry&=rAqeQo~;b46F4
z{v1>4+#BI&@ex85ml9APvt}ODxMHt=?#AoK>FU|i)1#&yid(eBJi|N-?e#gw(V#5(
zq@Xw9)=b4SQ#zhEN5t^Zw>C*x@r}BGkR>A7k8<C9l7X~b@R-La9;m1rG|mjU)cS8S
z3Df8nEcR}itR|7s>cM^dqE@1pUum*e1Fg_(Ypn2(*_Wp8oyru8Jd+kj6aCCIBHi)Z
zalx?3;v0b>V5_2_yC_a0Ak6=8XG+BK1_)FHp@yI;&e`PtD?nlYe#V13v$zil`dkPM
zr(Ql370E+Fkp&TCu=D2B=#XQswU+0k?t#e+=C$&;-N$Y<tI(EZSm@|WTBBlZ@=c(b
zoRnaaAnBhQ0KAo#Huo`nRNWVB$#XE0v>1Lp-7@e^+X=^>F%%`7mINalB0)g}EonEu
zD<rsaTBs{=^5~T~Vf3J2{3OZuJ;Pv25?P%}{GXqTSLyRpCd(g2+#-V2)4F<4WJq>m
z-HytmxFORgU5BPdMXK#onQ5c(_4Zo_4AA)2)EYt-z)zg-Z}gu(GWN(?NN#T$dk6|X
zMI5U}Kgz6H4_2T1W!D6qRA0qjGsyh73`>qz!e5<QmbH)`a;ideusiLI+@<`KJxdVN
ziycWVDXi;jRv7blEx#x!EQZH=-pcs>4zFQnlZddl<5Ooiy|u8IBV`_cA1V7r{ue=Y
zhJGsb?sCkG$8x*x*+&)mTZX!^@AW~fzh9Bgxv{i&2L}9ffZGMC`W^bb{We50S-@@i
z213a7$1Qy+c8Sqa_{{EfdY-BA8+rlxxAA=QbZW9hN*J$(k!xiATk}0vLA?3j0MEb+
z`8y@05D$lxpZ+hYuc_Q7#&svpD%kl%=Qqz{X~!biF8^7cZVzkz<u*y%sPxFcRoJ>e
z{S}EIk|pnd#h!ZAMLO)=i3W}IKcWO?&JF4zT{Zw`MbqZB?3ti3fLU~qMXUly_Vc)j
z9rl`Y?cwQN>mrIB8%OQ8EDq%-l;rA0Zood=fi*yWnJ7#Pf$?AFlpot(<odcKjJ}*%
z%k!~6hL!EBWNYs0+bK1_8;!e*xk}@GZP#YAL5C1!Vg;U4_qTY73>53E{xV~ysJn;?
z+OI1IyMD;<^m@$sH0z|dbG_wj_$GzMnGI62etNX*`rLuX+4*htM~$z0cJ(FtQ_X{(
z`v<$g>Ae|ya3CF2xodb|9-AGo{25QvXyvSZ+9D+W>I|47nn#tiL_eZYbV+<)Y$s>}
zAM4l~$g!U~-u%VXOHA-^J)3v-`+XGb7LjU&Zc`4NrE7V*XiG#e#%lnx>ijmJv))ah
zU+BvmeIdpIF)E3Y-Sh}@^A0vOkr)F(_!8!?*I8LIyhOcO&}Oarv3~a3>z(1AOVq_1
zPcGOhSP)wr3mK<BJ}14Byr2zYw}0+VbQyEzrpQJfpBi_5d%B^3?_Uc&>eKZo|IyqV
zvfy<~yvhEZ-uY;J@0csThrY)@>$mIKHcjvLS9i6M$Y2`R4=rquo%39&o6ps&0e*g)
z8~1A8-$VxevzTMEKfo=SdzpUX_L||A!m5_%*>u6zE3-1668%uTjP?G(c3slDNz2_c
zcamM_&#(8l+TRQQg|Z#}wO9oT5v-beJUgEI)7iT%w-I02ETV6ckm?P$V}E8Y@ACD_
zhF+1q#*i*=t^prR60x0WLy}xeP$I>H^kS)CU#fpT{W!vE!K~;=N{}|vs;e-^a|Zuv
zYDl9CYA7Y4O9EeoiGl?`Z@npTT1<L3c=$){DcQG|`B{u;PEwcREUCx2s<mY&Uz|7u
zj^StQGe5x3R?JOocymSuQB$geyOx61J(ygZS>Pd000KIb3yq8F{JUgLf^WJ*r?9QT
zBd5XcVLm(EmJ0qh(Ut@*DSB9%tbN`p#8E8b*)K*^*L$KOA_auVln6Lczm@K7ot>l%
z=ENl9RDW;Ko2v`=0$z`G0B$|}nm$*{J6tD6cynV8lHot_dXQmQDu+?**DyHP-j*S_
zH%C<UJv__ck|Be9IJLUB8wqJU)fWF@&K{RihwN=lNBnv%Vs@16MShRk{7Ld*%1KeX
z&ey=s3LD-|wE5O{Za`mLg@J^aGdwH|MV$>*js=ADcSiUx7smylgCx6wv9?aMm$-C*
zYQ$T2<IwZf?IkoaAOE4(!@~i}vjiq4LQ!3RT+7GKb!y(GWjVO=#3YerlFgI$2=e-V
z>j0cD#*1@?Q>fkLjkE?_|DH-HyU<|9-EZv1T1%a;x6jVbO_!Grp_(o+gUYtP)w@58
z6Adnv(P$DLIbQNLj2bAdhAuaEph>jj0@jGL5E#16F03%cG<ET?8vBjUSKYZ|wV<g0
zvqOs_&EYkbV8OdyvvVUV8<1I;Rt}}T&D7&Hfe<S)8D6a`7rxq;j$a!Xl+vb1gg9}i
zZdJ2)wKqxm;fS1v=txngflE){&+rr1xpEfU#AnZqP_Qf!&l2&$Y3#U^vSP+_5hn&i
zejf8w=%lcy^_~csiLIbTO5C8e$XmP(>*js~MiLS6M)T9t*PnY7W?5YfG^K0}t-Jw+
zB~_Si>LP)WIox7bXa@u=Aa|*N4Z&0XFv;pT!ZF%E(SlU$cHaRtT5r<ji9f#6((IIj
zQGRlF*_xM~Y>R$7#4YI`?I!c*{W6NlOb$Pp{wTPe#n2sbeKcn?Bg}`<!#pI^zG_O-
zp+UnB8@9L<4Tg`yQ0UJ@Ivi-Ia@?DQ{{WY;>rmeJJ(TGP3`snECQ~8I649|yQu~Ay
zp5%#(G)|3|U^R?45KK;Zzfl?ooI$agJ6F2~HWB=Fo9q^F<eSyaPuF4sHpS5zT0D`E
z917(%nM(u=bqg|-4vr|3h)U5C;!@jOfo7ziwf9w64<2z>jJ(NydTWFV;w;RVSo^eP
z<ohUYONj~5RDD>|k*1XfRugox8+zqrGX^)K)#C(cuvV$-7n~5yQ8*=Wnm;KcGYO-f
z@%D`S6c!xg@bGHR>*~N~ZRK=7B);a0V-YPN`(kQ*_tnP*HJqKIVC`r(15GY+C^VNe
zmJ-BINoK&%Q_e#0$<%D8M_&4TEmnCI2e2DW&&D5$MOF)w$3YPg0Xb+ac*H1~M8TD5
znz*(=lP!T?E9Ifs^jV$Z<Nnq2$Ko7Qv@EY{AoWkaoOB;<F2*sbQjx@oJuoevi$U^^
zHy4-6n@SwL-$guAnEh-zcV#m2c-}F{tF)i3sz@n!*5^&pp*`X=VxqhFAb0MnTQg_c
zaceF&TAMOnZLzM^$vY}H|J_lu?UX>$tc0}#(^viods0(OE}{oU0udZSVK})L!GOwM
zb>pXX3VM9lR!$@$vm=kL7mFkj;F*-}t_m9XAi_dK`bAgX+GR<Op6*)8ZZu87lc&fs
z#WN!;0v%QTbcJ|cGZQs4GsE@OY!L^RkD>$GU_y@{Sz_BsNmBvio+&gdJvK(#WNDu~
zhxaNE{~CHt`h-sn9R%!L^<!#mIc-DxC3I-T&F+MX+$$W{;ir$b-JS(Z2RIIkVgK<c
zGXUU(&*LN`V@Yuf37!-2totR@bvVpJRPp;xcuU9NdViay5>btRHGn@tYmz}{ZhAGK
zFY7_2cNgagA-MPvz4JSqeHW*PP3g^jN4VA+byv&SIAtU?CODI+2%4B^EC?wX%4WIe
z@Oc5-96yML6(=_N$nzYK|JK9N81(WeRkr3OAOPiCGs5AOm?Fr7RFwpuY5QdaO{&5O
zVgCpFP#OP99m~DD<zU`$vS<*&U!i9K`RLJEJ-ZZJ$-R+>>bh{=coG}U5qmW+>*pEo
z(;7OA)GHE5wDy<S*d#t)WRU7r$?3oVU7DT~sOoD--d~v$ykzM2EK!Z6SmX{wIbSog
zb~r_ZM9^doi;pD%6F}i8MKI1F=Qow>Z-wRIY!%HkO3^bzl2uN5x5xT?HSkDHsBICv
zYr+kbBY-l8^1z4rIj|%nw&AZ2Y|{H0Jg>+@%mq29vq|{;aE_USDPGIg#=No=HUAVY
zzU%tSYn#QGo)Qih29R$!Ixk2^hPrkps6=Z9#Q5EyMA}-%EW+7&6JSqJC822?aT2F2
zOrq=iA1IxF3@P)_7dZn6CunzrR>MyxPZL6}<cy?2u~Ug(Vzz)2X%2|WQlzMzhA7f(
z7p`8t$*D#Pk-3c4yYlQsq%SqeIqqf)#2FRFhu~;-MQtq9S1q^N`xGZcUcIhhNRg1d
z;Nd<slIDLDD2)Q}(eU$VMA*6X?PT^uvh=FUIJHhJ&UpnLMF!<J?`pB%x)uKsd5S+B
zYtNh|0u{_cz{%{OA+O*{aH!E8!$ir*FZ%a~j=&ue+a$4bJ6S=wSk|3zR<n;<ZenqW
ztzVf3Xle9i{tQApv$`nXdPd&|h)`Q_=`a(g8Qz)WoKmhB8WG#}=p!>e-90xSjj}!(
zO2ouV1!|bJw6w&__Je;c*a-+aArXTnBEQzXc7xt-yczdyjI|@%Ii={^Xu$b7A-CIT
z04fm0;-0mAbak#GawDA3*t<S_ENnaxk^g3KS*CvGr&U2?5=;847qwVpXd>{l!(NRC
zRRx*n=7)%G31yxfXeKOCdga6&jMIJ8vo^WJO4KFv&T5L3<uMXo5OnHNqzE(iY>Fc$
z8S0T6@eC1FqH^F3thq41oE205qcmp-6+h-C`|?C@&QNEwu;i;UsJw!vBt;FPDQG=z
zFH>Axo~tG;96>+&O<&S17Hl>cquiEprCz>P@u72-sIPfIb?M!G)yK-rmkh-zQ6r@q
z?JWiaPmDCJ4^s5BqxE^Qud0*NJr5+rt|7C=vk+w)?;qfIu-S^m%i=gW{i{YF0tNP4
zNFCSv^oMf*NB_Ry?iPGn3s-egFfLag)H|y=m#a|=4Y2bbxDRNX`Q|u=yzZTP_&**J
z@Tu=0Mwr|fH9UtjvW=y9t3y)1XUkYB`&z?L<$mDF*kI|Q4|D7;ZgmQ?|E#TB#U2>5
zjZq@Y+D5r~S@N$El9dq{utpKF98L;9uaU`}S_wZq83Ot(W5+3qh>NYU%K_SQLQ}D2
z{5S&mNCX&%!>q6pz(&*A{=Q7mthb00hd^z}we>&1YZmTa`S;g{#Z9xUG@U~F+Uf%4
z2|Rk5Qqr$D#VgI}5=O#e@nr4gW6XB<QjUkAJwtdID4dRfb_ovEzJs(EDZbw8WzhRC
z^Cfw$xIJ_cbZJIkUkW-N@4!+?^)(eSQDz-zp}G<X)E1YP=am($?N6$j^+oowZ*>+%
z2y>l(S?^j749(@OM&GuB_jhWiz2D?sjY>H8yfdFlubaFI&YOvmoTGhC*K2cg87JUK
zqi3j~`C?q?nq>0pgJpDDG~tRU@7F6%_;=qnP4Y}BvM(}u^u4?@BLh51pk`_~<N=av
zEF$Sillg7N>qhop#=ELJrXZyF$a9wc8=A>B^hi&^n}s@hX*PCQy26q&Owy~SYcyg&
z_Zy-K9%c{A&`IJSPA^W9fTW0in|M;`uz{ye9LH^x3j|gY1}wc^5?mNM3YZ_8YXADJ
zrs6mM>XXtZM)OPa6{KuYcBzQAm}~j4;LJKHfqcEe^l-gtt)v1XOm3E7u65Dg5N5wm
zOc=}MDa4emdE*CuX-Rc_aM(}&Z&o&^mFM6qXJoNe;eo8?v(5vk$9pYDIGvtCbgoYj
zONTA^1|fi*wyfrZp`XMR)j>&26bk;e1v@h$<drPF3MJf-R`M(*U-%ldSc;e4{q-z1
z;&g;M7Ja#Y2xlsrj0}b$a#95ybpgTb!A=&-c~hq~5-iH`C8Y07w3ubyVKsUMsGACl
zv~)%E?dnU1vkS>M1&MPIJJ~?;-VlA3e|AVIuGjmDjAjCDkk>>56}H!-H!^q3KF-mG
zn@m*7&uGJ@toDg>RZ-w9of-iVQ6IG+hykaCcm&L6c0B7@fZ61eajI{7{TlaU?e-(D
z%(f#CLV!Zn+&d>>#WX2{Y&eQ5y>N!hMEO4eDUbLK5+DFz&tR3kv%D^wDni$k*q7-`
zJHzkq;@;5fhj0j&;zdsnJ!n97IExo?R1lTgnqnsubL8I~eVztE!$Kc03$=8KDC};;
zy!c;^kDG=BD*~4LO8E?5LZ8<Jwh8ePYp=!4Cv9Bs%LcxD;N{zu>XE~X|FFkTZ(n_^
zb~waues<spZAC^#J`NayEAjAE4Q=(E{9rM~={<jj)!q6PWXCEGs%>uK)iqIanVQi{
zwx%3T#&Se)YAAiOqqu1}c*QDd+~Y8-$5(T_7x!*98$%7OgP<iy0hNMK#up!Zh<Gpd
z*W!G(XV*<pG5d2u#u{;dBBVtaghc43(NBl*hx5&5n=&JTKu6v{E@L<ejDO#en`j9T
z-<_l-?-9tzR4dG49?QB;vief?n@ysNqHox9_5$<Q*77Wf5#>a|57bx!IZizcj}3qh
zp0@;@;jttD5ZV+5ddwXdL{P)<8Zy)^RTXKJ8xxh@=!>gnAWefsb!iZAyyT1PQt^*P
z97MBcXTMAYLjxN*ThGdJ$9585>4=K5{$-zS2;*5X{>wshNkiQ!@L;+?1mG7Y|D-Bp
z8L=DgD#<T+(F~2`5E4Z3@PkCY3Ftn8=eNPl)0dGV-ZV{5MNE`G&I~7_P?4hEzkw5(
z-QthX;<(^oTRF6yeW;O3ECjl@^+XjYBH+cRLFM^#Qs4?7&!+8IIhG-vr+z(p_vonU
zu8l5|Q_s0zhFg3j&PgBk+Mq?_t1=wIz(Wgg2hS)AQZmtfIN+_aS}e93!tHQg$dP%r
z5MJ{iK!R%?zi=_;%%gig!lFjU+Q)C@r3csU%^PNm)=8MalLZ?TswF*b+R5uF?#2zc
zZg`hxu#q75mB<UaVnmz(smjNxA|84ncP~wiUQm3M5|~+up%9W<hYw4xD~c6(Fbfgx
z?80h17^rIPhB_|<I#9X@TXHE;3!AV4mmDur9fU8Ac9FA+-PS_HmXy9Gn1Li&6>|uy
zt<7de_JsKolrib?j;1T;YnV;VA$rjV**-v%9|?cm)RId@tBv^!pUmtq+{>$CzHUU&
z7ygtpJ}ClBpVA%Z(pCwO;HU-@BK}0<{qBTPhb7gB$#EUv{&;-|YMeb*eD?f#eZ<*W
zt+)dV<z_)eCXL-NI+90Cif>Mf;b!Ndks&)%yBKM()Y-f2z{~RRx$s5!NbQD63g(t_
zx&RMB5F}7O+jFJbh^2SNXII$OQk!?Wy<G=z8WLy{YS-w|H&1mQCKBenGpu`D`9~Zr
zT|iPZL%24D0#Y`R;4ic@J;j1eJ|^)h)0qt?JwV@BBr(IfHjA;IU{A<*XBZK4yR7q3
z{^-HRn-b43Vf5T=A=0UsrD#RVM4b~20z4i8;8}7_c|1N0gqCCi`+qqZo3*4UbX|gg
z1#%A^l7;i0p>iVi>v0shh4P<+pW$RtAMlWJbixf&7e!v_uQ^o&Jz+0qj3F!42(zY{
z$ei%XiEjF6%j+1zsK%)oGeNb7(=}LkD9z4NIaY_W%T8N#<AH&;{Xjw_{z$-LWwm!}
zP~2o!&RcKV>GES^;bVw_&7-ML(~{sZVoD4Cn+`@$Vn>w!93w$|c*jEgxh&&tUyvw|
zDdfH{-x`jGPy5vv5Qd}Ng~WLtC9@<`*t;(z|51-pIaBtnR+punbD$uJCBoQl_a`mg
zn~R@%oF0wbXjrFv+{CXB{An<`bTuQ+c@*`RUv}8%c8&=aMl-V;3z3{RJCCY|l#^sK
zV+Y`1cVmSmZ;m}hyG@$zI*Pv6+nr25qEk&8xky}Hb|3uXxs_TE%jPLzYPY=}*Wj2q
z+}`_d;#RQ}Z9A>)VujNmX>?Vrch&V8c<cVY<g`S6X<6=1^~m|{pEh*p8CXlWlKx=*
ztYRT!+dQke+lZy{e%@lLY&r0@K%}Lt;bl}56X3BDU9Td+Nzreb4j2C~C2F}jD^2yI
zZ7n}1n=I1kLYCgQePfIb1L4Amxe}2|&#7M5hK}jue|9Ml^z+=d-Wp+jfGI?AR1qwV
z9&QO@Zya?&*pS8X`JulYdGbc9&8BOg6Ly#7St%Z}QtqASovtEk9HwBd1)R}P%VN$N
ztEV1zcJJhP(nnW1{~!6Ow*NanHO>IAZcM}b50ER3y>4I2Z{J&EjMJGMsVJoTxlp8O
zZ3L2^$;(w_Y~+wR{|i^1kKYnVCY_a{DZ$~|Rnw=X)DiK7x%r;`Xl3uhTGj51D$^Uk
zAQ&~=J`V9kAqm2iTkEUzs$?FhVMN&2+_+0R&Cw6`f0QWaF|18~iwV=g<K9Pa)zvkl
zCV5EUdb~P@j?%|arBMkR?5YNALE<q0aAf93`xFg<i)ad{Nz(Z0OpNHQOD<3g<GK)H
z&YIQZ72Ydksq=#niEE4QIl_z}fLlozcsMV0Q)p?9`6Q@ya*WvZ#f$lYk5e>C7C4<c
zfWF&>APrS&b+w59LG-90z;DL3=bzT<n@BlzTkVcVmX%Ma3Z$R;GB~fzPj5)a+1_Lr
zaIQzSC(l3R>SbQb`kpUO_k{F(<8Hma?(QRHR=bjJ)Ixc@ZxVb^Xn@R;ng71n0xHT*
zhf*D$><*~FaDo&<GJgAa#fZ8reSO{PNRVhI@nf*W<rj0jfB>n&ctDV-Z_P!FXa`WF
zayux<x&DHqvNc}Pe6cLQ_iybIXJ+F~gN$p?ntIDedP=4jrF|cF(-N4oR-sUpw#|m=
z`Ev0*-^b!?k3)j|dJ}YvLPwfJHg|)AKI)w0XEKjZUxbk?*!8_3furi@bn&T`9I2H6
zKlZEMKIN*^WjJq~y0_PJaJbTH=g-luW;XDp2x7U6uS+$x+FUPXlv7m#kS0xj{N&zx
zq9f&q9nNs@Wnl4n{^=?f@ClYxx<(^`4;0z$Px;8uVOOux0na&UNf+IYj%`nLv$?Aa
zp?)uY78j^0-ANVnX}u-U{+!09uJ0_+Unb<8xDKHhWOA?sXKc8c?BRzn`9J<m;Y$6E
z#xpk;mG^$JqTbw#qOUUjT2C(HQd;{O2<m0<ytatGcd8$0PW>?4H#P(D{s+)Jv16Fy
z)G*c(wn%AY-5L~SIXc>z5Vx~j;V6bQy%<~PM;?z_-U3z^jyA*?hggszWo_i^6n>$K
zU*3-Guzwmpz=z=su)L{k7ER(KE6fl_<>>1f=x0mr4y2qso#1iQ4T|BsNoX5VVqSMs
z|IxsI41MIqb7k&jE&#z6^2t_L+m|_l!PdLRyNM5`IlOKO-3ktS9wVn)T-WopM#1uO
zL$R`$rnQ^xlDA&U%L)a<Z^yyT(gTySziJ%TnM`7Y72ig+u8x;iVd*X7F?bE}=MUlN
z^)66e=;f^|KJ5R6AQVnKW$uq^D_wGr=Mjdy==k;A>$;XfLs5Qf_#k7+(OrcU#vtQo
z7bm?OemO-N_RG?FcuPVT-zc7teTd}Z%Iw=*rJ~t06C?!m_RqVke{bdn-6E|!vOesu
zjYSwvG5FR*GYZVax3En+KW%4b4*b4d);vpSuk29--z|bk7R^E7$7#|tHFFSmMc{7H
ztDc93WKUeQ$EitVeNKx5Uc~&T5Im*fAGFlBb{Cg%g^9wa#DpvAUhY#*#dJV$j8xr@
z#$`zc%QK{26GPkFW#HYGlKb&Q*xk_>8*;-HpQ8)!d6I5(N{al--UGw)Foq)@AMNK6
z#>=zd*iaF2`672hi2&fNb@aUHe-clHcE39Dp(=?l?y}>UvhaGUHs0r)zq{VWhYXan
zT>z=I>TmyUR&mf~^AacO_~XjE_R;B3C9DL!`;o5mkZXs&^$03e5LfGvSX9<`28;_3
zwGO3T)_p@c%q5Ni8YpRo-syx09?TJ-wTR*j+MlyWj(CK-t5d)EXu+SW`qn)N9CY>j
z-;4K8bia502Y7V-T}iiX#ticTS4My%++FQP##+wN;Yh0J1MhQr?nUk}@ML#YJJm~3
zR?9N&fM0#vHJ`)y!-%=lg<};9nQKhjzg*{;5SL=<_Es1!;{jTUsy$@k1Hbpz45NpQ
zlWT>Y&;(St=e5}A{`QI3Fwxg&0;~|_5Sa6K^ww(*?0{H7#VZN%-&t5mCD9@$fpb|l
zW-5_9nI{kwg4cAZ!d}3GxZa=DGOyRsj^0)|pF|H@nps0>XkY*WC7LECtY|)vMsqyx
z$I?Ap-0LE|O=3y$otP3d|ERy2Fyzfe!q=CFaAUbI063?f?3WH_d9mRP88kyQ{w?9r
zYQy(`H_WogE`GEvJu#Q=U>Nl!|4a5#=<V1_-p79%gjDCZ8Gp9v?}n8An*VKSr8Mc+
zY+bd5USkKE+<SoROPB4t`?oau8_}eXFSgGfo4yV7kU&Jw-dbJU_KxZ-G<=?jX;J<=
zG_>p!(_~pbBK<y_ra}QP>3p|SokmC3+INMFumLAeHlv?GI)adNZuu9$?e1)qT2P(g
z`DHs$Ri?YaRDPfdDRlCye%b=~=hGFlD~nhu6f?fxssl%Dxr*80Ccr;j3W;-z2ipKy
zn6cN^kA(m$@iI~OTmOrxvkGb}P}g>FcP|bJ?i6ov4IZGlySo)FF2&tli@TNL?oiw*
z4#i!1viJPw%zu%|O=exJSy@^6-uHVR-T5Qh=-a6hJSUVRRrvel11-VO$Rq!ogypp%
zZZgqcJUypt-iPJrlA>0@ro0Dl;=;yyz2}en2vvA020fhu{+J(Qi(>s|p58)vv;nvk
z*E#nnX}s^4zK+#<lSQn=LN8Hl_i0hdxUlQElo9qGzo%m+#|M-KVZQ+%9Nb+G145i|
z^d#cl?Qd@!{8bT~rQVAC5RH0rVfN-vnOQeqr{VQFJm}Pk83OGGUX}g<%C`(>6cj%m
z9W%)ZEX65mvB1zbq(X^(gdjkyqqEhF-*&3Y(oQRez?Ef;r*x$ck15@rFz1)D7Sl)8
z!JKIfQz8F#x*qg)n!hON^{Oll7u!4-0n;1!#0}qkH?d9!H}--n>;Aey33!B0eUp|5
z-jub6q-!KQxybDo7p4I=f3EA6_Qsf;HE^G%zui2g#iBg)4?IQGZYiAzQ&xm6k3j!q
zy0AGogJ5N~ZF3bi^*S%``7`*KT(_=caVz&ZT}>S*NyWP#4X-FY2UqE<+AOBS)%7;C
zGQ+|Lx0c*rjRSrX1lUElcM|XX@)cPWHesloVj{XLr-PHVCu{sk#7kTmek0<`=v7)(
z_?&v<wPWb}4-l~RB<Xhv-6na8$g-H>H!JmN%((ss*aX98_e8I}b}7fc78c=Ys{&)-
zh%C_sY#mJXX(K)~{s_11G~BujNS4{c$d03blCWDBd@4LJ#ntB1;++w=-E8Y|#w+><
zI5s5Q+92cjQtq%ZeH+0OC72ieO5NhR(eZR;O|y?@`+Y1DkY}Nj#!=7uh#$z?+O$p{
zR!zcGi})AiVAT%E&8Z%u&{HU9mT(~E(>$*K_$Z;M{d>6WV&t`;#ZvC23zkifS^w{T
z=5$GTXtnWeEW&){4VM%-mpWL3(^VbLCLTKtfJQd<iw%pUv|TPBtyY<gxp@9JZz)u7
zIOg(lpwqOt_;_J8;EV@Dc9lL&S{$8nCl-b-U&gPKntgq_!;PB>@GVWp9M!C|K24T5
zEv>@p{%znwB_JRQz_S2s`7}RVS;i6F!BOLJzUov(kL0I-*!$ehPP&7xRn~3*>35Z-
z!M(lhv;A1Kjtn<diIic-U}>YSeQCc_>xWPV0nL7i-q693^_Gr)oR4Swk4OQSdVb_K
zbg%$kVKV>D$MkV<?laEmT@aqMsnCO?cUH;IsE+9JT&Kifmy2Kgqw+TLDO!(j-oD>u
zMd2@nD1W@HY!?MyXNNt@3K<%~l+mMM#NHo>J&S|oQ#YpfFRo&ON-iDv_Qqz#!>H$k
z&Tn70YkkA6Xw`y8@a#5Cp>U?0<vh*pcc&Cs@(X7V%U#wZo=jdm>}N!by3Lob7vD92
z_3)nLc}pFr)5*o2<gXN79fic5h<kqS&)zw-gdHtOSSb%tPe)}*=|Rv{%RteM2O~SO
z#GRNB%TWmi0Sw=sYg<D_-JH!&8B5g`LP8X!rSX-;#tqgB6<qstCgvnVHnRds$$=#}
ztOytOXrJ({|2}+a{IpVyd+SFjTjwk7XfCBs_cg@{212NRmf;FZSj~gN@_e<*Xh%k=
z7ybDqn-BR0OY<}FFphlq9?uQ^D0417r1Wc~PBF+xUK@OoV9AN~7(bXkTxto(aFFwW
ze@Ljw)O*B2W|-8CK`=w0L(s_%4k}T?`T_9vS>KAod{iw5p0@Hn@bwSzM3)2Nw-bh!
z+6xO^|9Z@JefmTd_^7lh5uE0{JBQ{Lx&Cz8_k1z%3sW^c1)+FrSh>t&k@mY)$%N~b
zJ=XEv9GBY1Z^?|`fPC}^JiK>SO!V@t(PZlN{gJNJ^PhzWO0u0sQmckCGxgd-V0Yvp
zW$>N)@lB+JojgS$Z%^Sw2PhBL#6LL)LjES1oQi#sbC=GxFgnOUi7#BNS8rICTJLiH
z)t%yi#qke-O*@N1g#vZ;jkQf)J8*BdTW*E(I)DmnY6vYXy5EK0+E@91ZB7@K>r|>6
zygX27-fa-sFi-PH8~EEMRkkb1(sx{@Xfmu*dOZmU$&kPFRo99r2e_#(Fh@FAj+@>@
z+*?e8C^uplCmmCCN`(v!b2o2lW)Z8_R{0KVg<kX8WGH!%A})m<V9I>O%6YqU{sHJ7
zx(KH3M!N3<s(h#Cs5Q*<xV;kJzdj99oJYPJeey2_D$_#vPwxVX@dT#!J9$Eyw<dfk
zw{Ak&nnej&yxQj;$b`<fKDaBbyzLt%t4zY{y)-}gt4OWtt7-n0JC(>!al1}XRSk2C
z!yG*RQ|*ew>ROjkgqya?2BA|BhdqXX=UKg_CYl2w{(Z)uoo~a5vRL^8OA}bAsM?|T
zSv!~e7)A+ZACVr}j&E{o%A;G2`=~Y@hWe3;)Lc&4H2xZ)^n9Dl7BuSl@v^G#@EwUR
z`rinhDb|Z>k^}LhB2y_Nzp(uS+(%ngk3S7FME~`6A!+MMMKPH+A{#l-dFGy6@^g<|
z1Z2&ASIThh`+g$VAPPvvpOBLSFaYC>Qr-4}KyvkWybKlaD9krt@a7BJ!)f)J|H5%9
zUlxXX=%h2Z=L)@BqJvcK+PaMN!cw6)c(D!}1|%6MN_vTLyvdPIvrXw#j!V$g=KZnt
zD|5Mf=<SeBBzU6TMn??Zd~8q>8;y`=iRJ8^qGzy7UW#RJmDfd1j!o1P9nJxUZ-Mlf
zl1q?u5h}FeR5#&bq*t%e(ox6Z0H5PFh2&Y4NVt}(%-ECv<UW^@QE$#jm%NqN=;Tyo
zHK#cnW`g0h&r^HTz)oOuF`38f;t7lngPX_uu>>xRbeZR|;aWjhvDK2dU?gdP71New
z29t$Uh{a7Cq`l<{t{k(2zsk(vDTZn=lMMd20y1h<WiUY-J}F%4`H{PZ79cr>#E?}T
zHFkzCD(IeE-Lw1(EA5j6;wTM<RE$KtRM=+|=bqc>4#2m9uY&mrJltxpAM;b>w^8LV
zTyz!561{U^#p0_ve~z};_h;7>h5uP3x~6*hbk}90q4;it+Z2zQ6m9e~(zmL3isv}B
zI9{eH1shpMxhXWH#d2k>`bo6H4<~yO{<}P~qxFy_&(0jyuI7%M-2i`_0r>Q=5YY%y
zx=;+nFJtA2SrBz9t_U;NBUj8><+5-;oE?kDy1-!o=x7>qvgySmTXd(w>7K~WeBb!g
za*MOLy{Ob<rDZ_$ed*rk^s6e3rDSOk8sQ*^Mxb8cSXu-lkl!S~Fy5VtSmrg@y|Su+
zoFKOl%6yA@1!e)ulis^VC9npx+4{NTv6^s}gaP@*WMCaJ0D4c1;%d)dox$u?6hHfI
z6vH=KkXTJ|a28WA2RgrP59dY@e@!h~>!!eu7Vb93A+>Y^gkwk54J$Re)Tr7*;#CbE
zaW7(b;$iLr6jerA<g71Q!loILWsJ^e@q{&1&%T*@i5)m|D@<qKBT>mo2MH1_Ek<c{
zDgXj3`9Y%8Vbhcn35)lz?d4hn$A2ndwa_3@Vk0PEtxjOzv?U)O8*xpmpb)2$bEU$d
zWZZ7Z0aYE<0aX?v5lbri2daq9(GfhM(52?I?VwL=P3kTDxw>lyq9=}J>c{zT1#evH
zW7apNld?xGY@v#o_(3pe@dYg7va(tx+lj}E+?8KzkI&6A66xINOGf4F4h&!-35u8!
z^U>x~F{gHFh7N?2{{hD6aCnllZBnF7%V9KFC1JO}oxcDv#7u_usYj3BKa}9V-^a7a
zsg%pI=TEo>*<1JplZs|w!x^#1TQ6ZFXiZhLDz&bdUG)<=b?g5FjMmCuE_{f5qdfjz
z`PJ;uaFb&~TH{kw;Pxb93W`G0JI%?6=>0cL+8E}-;lH~w#yXMKnHCi`sm0Z5Tsa2H
z7QH|KteWwZaA#TBvbQ@rSbW4MGg68Pz-gq;L)U|LV1$OePwc6!B>_UK?Yogr6^CDG
zVpK9o1)!8s>5P2?0vd`2B%SR(EB3zB*WlTI|BKr($FJxcn54{)sL&i34`;5~n9`4z
zx*qOVu;rQaCKYhZwDb=kR}TevX3RUpYN*TWt$qi&s{Fu5<pN-iQL~}&vgo}q0y(U<
z=G+<!t<+1Vp(yUW74ed{DP0TKvp)<d)FUYO>cOuqoVD6skB{y;2seTJ2HiX#yeHn0
z$I0V=w7y4|B|HeKyTl`#c<>74@CfRD_v^_&7LkG_tdQ?N@ByQ+DhnVWfJh)Ikr7}L
zNm!iZkRTK)DI%HQHPqVd1Ua)x;hMXNvKcfTokeXRDE$`9q~6HpcA}kxYmQCCP$Ejp
z1SSTUoNv4KDi)*?X{^3bB5aE^VyP|13Vok<kC|iPH5ZYrlTtE3uUxSfcV72U8!!9V
zU=dR3PDt|cZP!mn#)zpzt_(Uy$4g>AqRuUjcL8B8%H6xvIgwfdF(o3rYN+Q(2-GO-
zR(;FG#6kJv;vgUq*u2m{+X^fZQb2`h(I|~tX<Zf)GM$`f#^7VrSpuewU`gC0YI87a
zcPAs<a^|jX4L4a!hi!2w&F&A1fs)}y*Y+)NraC_1JVc^uqsr;XAx!3sY))WqteaNh
z3E-xNe2BE63Y0c>k;i1S?>*1&^q`lq7}Xm{34~hhwA6ywdRZ$xT;R5%o8%TyzuAo@
zEv#cST4%BwY;VvN^*deHcA?-_9M3dIgP@llXpCh)2#mat=9;BU>z=fTVF-o%WbmL8
zn^Rc3HSJ3lS1>^cI5tEXy>aC*EcQIyUP?=&F+aMEdpD|pU_-HW85Dci@&QPzQ1{oa
zAfblKLf5#)g5ENB;vWo@)*rnpQmouu-lH4kjzuI10hVgJB<kBo0C;Zx&g)xRcV<F}
z%r0ST=kVbnw4iJPgHqplQE>6gy}OzuVn9CV{=$)6u{@}=a!SypA#1s2v1}+M-A5A1
zf{c7U&7aJ3QDBHDx|orcvkpG3u8n15lS1|ISx@Rfug%9t?`4>r@|bKIZD0;Rd*BFW
zcWUt$1?#Xa_QheBrME#^?+?1)ifMG&Db;r3Qj;rV-~8-0kvv6IzQ*(mGXM4ztNhw?
z{8_|2Vmz5Zj@OHd&8B2hmf;*b9#&0gIlaV8a={0lmHHLq{_Bxjm+6Q6K~7P%aCvcy
zzzT=&1+vsOOmgtBVpIr(b<~?&{!0N?Y@2%Bp|@XK>-#T9Q4>Dn;)|mXRJDV6Rpl(H
z0QlRuVmc#o7;c?CJ9-9gl}8uN)2l*+r}V`<TtE{7<bH;+Vl~Lyj!goSit6X=3NagT
zas_p5sWW^@-<#^eGNsHf?Ij@ayJdHbpU&>Y^W%Z(W7XJm<f-}~OCt0!R4{r&PmW0F
zxC~3+Zg9~o_nVQm6r;l5_+9HPTI4c0RK4aG1`VA#h*%0$1rWGt))xW_a|bpIH19{S
z!2irxtkyObrHpi6Thd$S`v=HTik^U6MU9#hxN|L_9^)1z%crGXDnav28(JDv^?3dH
z89&sc&la2!Y8i=^Cj3A3R$NNPCEFVp>6Eo(lV~8~$?fxm;`&q*I<e~Sbb=01MjCA~
zzGKh76@Co<D6RBURG711nar#@Q8KY}C8T%J=?w`0=QX&V5oyPnCck~XJ;}o=>l4H^
zH*Ip`|78+Spn!f%Fb`5r_{^l2@iXcVwUum=fci}e2V(+4^DXnenO`8suZB3WONY+q
zo!;__XYaUK<K^#BpTu+UEVsQtZXI7cd?}QzS*^<keyDP(uj`G%)<6IS=fDuf^R~2e
z%(rIRAGfA&ihg<c&TI`Qs&r|1gZt1HhKxixDrgGdeJHa~FVdYUz64J;Bfy6_TXH3C
z6>nE$HS|UQtJLDOT;<o;myf?k`oFTz201BMmZ{@~N_~8eQumuG--d48jH^G%rz%V+
zf-6eJgMf3g=ODiw5k%mqBIPDw#my-*GZUTq;*!QxhK8oDh5$H2u(GhwT76}{Y*Oby
zF@w_vT8?4_0~39$ZlxJBBo^k<ZhWkw>z?~hMXHpVoljzu+;is9l}oiI!O89a0DhI_
z8RGaAVHR@ujTSXJzyirX;6$*PiFV))o^2&v10fhxLPeuPf}9%PL(K>PB?16Efjb|*
zzAA-dCRaus@2ZGV<Bs1qE)Zw9BqSdk6mr2%6`y?VBt5Ry_?jB!QCJL<7=p9P%Ca?}
zAJ^Q=!rt|jw;&K3$cFp%OR7P1-4zQsHXABv{#~j?JtoFY;KZ6jmFNYabg+#4eH(`f
zj5Ki@i0dm13<|g{e7%jW%88;LB`Ib2>&ag6rR1ILg4kx@kQ^YpQse9PILuuFWr;Rk
zy6MMux#XBZLw^&gi?h_lXE^^4$iw<B^ndgsqrfwREMUSQWHyWl>TmEwv4HQ=R@84b
zFMhr+)g+0wiG>#lqK$UStjz~Jo7_z|KUVwEKi>@!bvzfmNPqEg+kii%tNLQpSW=jT
zevEzzC0r?iaQ~?7o)}s`WD*pEP%0VlDh}XliYK88xrEi_L+JpIU1=Q~D>KLf$Q{4Y
za(bNAh2WeDWF<b!u@Cu@9daNhhtMxG>86enIaW&VYWtAd=@k<@d-`7fY|35yMw~Ir
zqU4+xaqA#k(PuG{UZRi}LRF(v5vih<iIQX{pPV}bC)-qj8(0ciGG@_VCiMOL@Np|P
z5eXCE+~<-%=ux}Dk-)&{)zz#-l_H-aq23e<Tady{M<=UI1(zNIBmn$@Rg>vWOoPM8
zfod#h6xuB;CSXhP%UmBL4z1=!X^fT>?Q7dG?mADqKAFo=Z;Vj1J-Xm*cz;>C;I~q&
zYt_}7{E=CQ_0o%yjP<GAz1}jCzt)@`m@R@K5r{g;kio-ZxT3em8R?;Fdy#LiWSo!X
zYJ5dXA-D-7LRiV$sD48;^rBfMv&7MX^}kBsGiKAP(AJCVGcOR3X<#8n#2}9TQJJ11
zulF<v->z)aRmt0tlo827mJ1hRiU6y{$L5btGb6>m`|4*q#Uv5L58Z0kK(TG7pM4xm
zcM3wLp$fu6yer1}&m!#qzSP5s=rvpWJ)?-w*&J<MSMJz*T63~+j0CXAsiF#G#6Myx
zrS5KFW6iN+FZnCt!K;X}ynO9q$#35tctgy5^#~i_LkuwRe9XfIanP(@RP6PT8}950
zVBBI%zUkgZGYxPf3D$WAOtDNJK>4H+9mti%sqi)kPpzK~xUH{rp7lyK6#62KSy?Rw
zS?s=7A|%y(fB3nFUH3b7iOTaeZzi<7F_2^!z~bHb$P>LeBlYVGr;MI1etv30|Kl}4
zVatrHf^q_vry&l&&*)`Aspc!#HLm^36pCbkKB*$ZnrNlMA2K;<0TiqX@wrdS35CKA
zYYwMq9myB9<yoZa%KJ`_#lIgT$jU)oe4qoWl5Z1Q7P2OPi_12MsagsKm&tRAOy#3B
zAuo*O>Z4{{CDYy&Dz+dgrLHc3iY<;4x}7w2n8x?E7*z9$IUyTS*lgWZlTdiX25s|T
zn1YapziBe#bgq|rUh!JofM<&LFRnXdY$+HYjfW09mhP;!&<SI!L0%5@tWwZ+aH(XE
z{4xhBb-#d8OP9?F$Jnz<iBf4gD4e_!$(n5#qOwn$*{8G19Hr}Co&axJU{ucO^KHWA
zdOm@-$xI9f9tZArNy)JbM?ssnQviJni@dP9OP`9|x9#=Ow>2nSz&Y!v3e})D8zU=j
zfG@yTTNc~{js{7>YCXnPkUGE(in9^F(7b=rv%i`xs1zR)m4lHCOoTg;t+(79a9oF>
z<+*px&#uc!+ga73GhA<zHtc_?31;0|c_}XKzTfhq;lNM$w%rTOEHa%=Q;<YXTpaW|
zb3OOGXx}fyWh!SC{0|X|F2&#E&#<=H249m_w$^W%wI#wq#HAoZNYFvYkG~ayoOvHB
zt>xf1dr>`1)Zy^cCkC(NwEUP}xZj&qLTMCh0{6H^O+--|++4izNKxCbtwHL)mHo#Q
zejnK47S<Y5rI93S0d-xyPO8Kk?A;Z{B4bgLeLnsy8An<X_X<3e_Vn9(hYu!9<g#ui
z@*_HkD>jo@duvCog+|9a{{Z^)2hY$;4Zozq>;N*BT=*kV&P8r<e*&23&W@}80`te;
z;Hb*p_v3$p-v5TZvL2+Lp9Y)m%6!$!`C;ESUUM&{tf0`N2&y1d4lX+ae9T%~?Qfmu
zr+fGlV!RHzNPj+@V@AdE*yhpO;<A0xY9h3<X2!g~&fqR12vm2_?lIk*JfJBZxWHgR
zMrWJac|u&dTMA(bq`0`5zqvj{kXU2lfE7>s+>|3IiDQ(gOt<i>?7>T_4~~=lucJ4`
z5tF>dHBwZeM4BaBUfJz^bVy9U{+-8zPn*M)5n%o%qMa((0;`P3L6Cy*ibETiX7hn0
zt9WNE`52Oaa`s2)K`$oaFZ&b10<Ki^-tG3geV06}!EjD{n6UqOYdipB@-_%yuKmSj
zKnG~f!AMIldRSW{PL&8b_a|L$uCDFZYQol?P7Hi`gq_~?r+8TP`+6OO%&^kbd<2ag
zE1~BFdJ96P34;?Gc`&r+`}S>FvKL+jPRPN44k|?pULuAf2NFz&{_qxF99}&P8-FSK
z`$i_2lAWZG`7y(@-CH|wb_6U(D^IRvzU>m<o`k~+AW+C)h5HExARX?LJ(QrrCZ?b`
zDcr_mRDmXDcn2la+6deEqv|fM)gi3?U2Mp8+HIr{hS#CV6`@VrFB|VN<5teytzNV?
zOvQ-k??T5Xix<!ZI2@Lu(9Y>U&>PlR2@r`DGeXc)&-w-tIdM3=;8}Dqr`2?{tv^c_
ztJW7|THlUM=~>KtqQt#L9(8B*AQ`~h`O@9}$(KTu)`DKbQ6ji=vtKLl_|pos;35A=
znT;^o-GN5B)#(U#8N}&wxWdY8m%3+fKByknq)k0dT|38yODawoTM)Y#2#i6t-wGhy
zx$t7<<;rV=6m{`eHgXs{`oHd)kZ&a`;ICj}<>`8F>SGrr?vH*#I>w0FS4L)%-0JkH
z?@uF&2QXq%tlflS55zic1Ll{?0>i2Pe#Y5D0ML@89Svn44vNYdp{zt)b-%J+#?sFV
z$YsnL#KW?2_{uhlG-Ya+eKFCG9pIokfO&GW>X49hMyJOuKs%eXCs1U_2rz9;tk8~t
z=U1{D_}pW^P8brg`RCdIcJdtC7b~!Jh?Rhr<#%x#1RqiyF9sz}1|h?9TVK@USl!gR
zix$A-3_925@>Vhc^dp@X0gc>RLF>Y*dIu8|pLts!Buq*e1tX|nzciPHa<egj^YndM
z?oOf0VJi28q<K0+dYJ-Ax(rMK;#=8-joGutr&zK^n|@by#2RYxpukn(+I7e2tuF2d
zMI%fzmT*fVOZ(tFa{fV6=Rc~p)V(k@WEZ5s?cc=+C`{Cmf~ls}!El?>uR9gJr{j5@
z6O0Ji#eqs^)o6}BoXcV{!wFIqC~(RYe($Xu9NV-G9AB5HWOb@N?$Zt4M`(A4m|qH8
zc@6rEb_+>pV@8nHee#F)Mhbs(Y=0`WzkV&UbBZdH9ZBwnilJ;z_Iq2Ax)V}!<CGaD
zEJqZ3Oj?%Y<B?!4ns`mxuBC?a7x^lC7Q-i1=?1IveKSTkCyR*KEk=4$>!6Oj_#DMW
zim6W+vBgfdUHa)Y0*?>ts?L`|hK_IndcrvIxJt9XGQMT7W)_O)EF%;rdZ0hA9jp^Q
zkXQ>Z92+^vHFnyFVstK(BhIWu{VgC&Vru((*V0vp{0TGrW6VerSPa$%9LQdWE<IrQ
zW!raC_*@Ahn;YH+)AK8@y$LDAQlK-M=F}mDey#M&uYS$Y-n}B?orCRI&SgK=1ZH3o
zn~7#J*#zW)_6r*f`O=@+r7);|X?92?*~^n=IA#&sr95?O>OI6d()I9){*cs;M+|uJ
zvrCy_r2Nsno`_TYIzM$yb9>v?-jDc{;2jjODuPEg<Y&@{pPUHi6^=BuG{58j;lKIz
zZUmw2Csk;>gIIC}Xffu188<xcH6G)i(2xkf04svskbY6`fTZ8L0}qMckr;6HdA{NR
zQ3d@2l!@rkGU<ilry{Pi?`ruW3FC8p3B^m1dZLiLdc3-%8Sf`bwHvj3O5FPis^0u;
zP1=yseTLA_f8o4I?MHTWz#MCWYp$xMfZLbru0Fu{@!A|TG018LD8wsnN-Wgkz%-qI
zG?c2V)Uj3{FDlC}9tUgink84O5pEMOf-xz-O!dGb2|u%v%%KGWVI@oF5beA)O38`R
z7SWFENM$GcZ8bqQX;~}nV{RrsE4`#Xdkc7ilz~bhw7v=g*K-=MihSF<`Z_nqa-jD5
zFyS%Qmt}=9rpR<f!Q&tM`4frpB_8rxrYqG<s&*5QL|BQ6<&};c#CT3b+}=zFtGgCR
zgVsbx)<uPFxxi(o^M$>@Rq%z<(qX3$v=+8kBA;9s8CYn70#1}?z)wV`&gn(>J|)DP
zY;JVoUA-4>j#W;pW}HlL5%~$kctsXI9qhi(((``RvLEB$+GNxFMP%!<xxU-yy}KDe
zOCV#ni}>QOIiBEm=1e{%Y}!A|fm-+68u5e_EAkKvd`h^!+eg|I$m70k4Z(TX?>f&h
zYlrzk)aH}sydR*q7vol#UyC+!&%ICaChOC^*1b-h)BfK255W3C;j6XA2VC_F0ean3
zaLfLw*MuSP@<PKId4CzU0a6|$rXe@)6loOv575eBy=S${ImY3RFDpy?big2jmmuhg
zc)>R((5Dqg-{j>eH7@!7wGqvF#C|^@<bG-4rTc?)Yt#Nk1UG5m#jUXO?}7UDmmjJ&
z&ZC7Zl|`(*FtsNa<EkIJP`%G8EfU3YbcIbhx{ZRzrqlJVtn^l%%qQ4bLP=eSJ_)o`
z9}>4g8X#cO#AXUU?O$-Vz9u3~eB?JY6KgJP22A#@rz5W>l@%)^2mb(H9wO%N*M}3L
zGB)1fPQB)`x!Hc$KLihW2mf_&R#SO-^;i6myKwd%P$gqC{0&Na8Qy`ez^1qEW^_Qx
z>HE~TTF$2_-*r!M9)hQr-eW!l^E@a=24s`hetf<PK6v(iSkJn=AZo_cw^x+m{iA!J
zEW(Y?Ln@NCfV}9@$xnf_Ymc+~5AgHvYyQg<CGbHrjDFL;>0HPm;Khx+)8Ugk)_`<v
z^FM&k#*^6p``r7<PUs=GrGb~D{klPk-Nd{9wLhg+@aG4AP0lKA@1*U`_Ejpymc6$3
z_*J4<pCq!$I^XtwGs~Q8=fh!FoHYu6ah{(Qhli(ufeH?^oimY59M!wxhGSd%K722a
zH@Y9E1n%B7w+DWO1`2r%{`c@00lv0)JPV$67~L-zudfs&*=NE5N;C{qhpdB1HC+9B
z?6Ep!xJ&fW{Ew$(t|VW+7U#VM2C~0j-x-lYVO_{;O}`1pI*(lHgqBy9<M`)H<Pr0!
z!gR33hhgtY&%9nXxk=K7+T_R9RYt%=C3F69+nxR8a$^ZXl#qb*8Cd@0s8aIY(c9s<
z!YW2Ey#dzE{*%2UvpbJ^1_6IpVO6P#btyo@Q!bMjAbs*X?)z7A9ySN<;8se%2ZyV^
z_2dffRD@p$c|L@EY{qn7W#MxTm2P&*e1`t!$Z4S)I!})_U0qvkLn>o_mR<<PiIB7L
zL3fEU%O?=#wtaq*^Z20|py-S=XBD_$$>>fSIO)#3?v{uGJbbPLS?MnJZm;KOsH_RI
zV0=_s(XG{Y5kss{oZM}BzY9R2UkJjz=e38smk3DpNG6o3Wyd>2Zf!>E2KVbWUg=aF
zmZU7)F7k6hN?IC>a!QbivwI(oy{nr=PQt7ti>FpBzQrkT=|OF<QYJ@hr@W^$*IX9G
zS7`NtmFnBXh;<|OHOo`ULlsB-pQ{63x4S+b4SshXg=3qFBpMs@YHk^8R#btKM94}|
zdJGGUarK157|bU)`{B46>}F6;%K(z8r--nMsAT3BY{f;TVq>3-h6VMx(gMgr2%QdS
zVmgHphRI?KO$!*H5wpd~O3Yu`Ndlip9!Mq?wshxn@k^o68S2KY^Fwa#ZzJ_(U0S}U
zifks2!fIr|Po1fl#-d;AMqxontY7IY-rf0yc7Y(d<y!Jf%f^C~s5SVdHAc{4edG0f
zgJkXiZg={QtaeivI9MV!=XWNhg_5dk?TXCzEONkWJj9j2fvXo!vY@x-BB2+*&R%4|
zBdh!Oul>dKO894L_dD65g6hijCm>`xyQQ-fs=pQuLJPvRvpYkv?Uie$NaaD!=l?Jo
z!Oxd;74>J)WI08ztCxW1&UFS~UyR$5)f%<V1qJ}MOz^z52E;!P!KDAGSmUJs(!O*T
z>G~sAYA+uMkfkm@lQmi1F{?p?_`S*67)GmQPMvqYhA(3NhSKQb&|X4}+IM{?l*}>S
z1Bg4t->xl7Y-9L7qbSpRkY1Z-(gk$+8Xn?Wh}>BBZDIIb1*$8R($LN8;{TBEX>zRE
zC{I&;YD?Nk<!5=H3DA1kEwx1Yw9!S2vgYw1<w_qnL@HJNXEBNse*3p~(YnLXY3;Bd
z?6ODK@586w)f<(&k)f_CGy%RDUoR<zNm0btcfI^GdL~EwZkn%-grLdwC1cj*g^w*c
zMFNvIkI$SMiuFtDo2*r~A;YiA#udP=_G%J!7rHOM)n?~I+3XemfW<{cB5h!%fpOMS
z(LlT=nfQ{_AUkVVhQ;<I5>T-hN5h(O-{6Ts33fI+Ty?F1dM!aE2pDHIQY@RoLVyvn
zuf&MaZP^}s`k7X;IG#>;;=}XWI#M3-@dPK=<%Do*m|6&AGz}yeBrZWf9u?_Q)Go}K
z#8oeei$b6DYk#!M+hQVq3cZFq_hsylJzWb9)5pV*ePOhOy$$L-J$2X&WHlg$GOKj!
z{Fva{2ma#g4C%}Q+*EFu6$L~i6$B>CRED|j__fQw6d~Jq(4xW+b4giU3Ws8G3MZ7B
z7$Fey8_p!896dkIs+|q~t4VnAb!Cv5376T38;YEcC>K5(fDxjxq7~@M2%RzoS{;2<
z<%leSu=c4r`K0ppuu8WK8!`7D(@y&SRU}YRenF`Xc+FgS6jtH=xwTG{6DmvPfhS@6
z%5&LHF%|S`dNjm1EBHxVtGvGxMc$Z09)z02^Y=(cY~;@>G(V%5CJ)dR<BhVZI5`d}
z2^Y|0ML;9!z$ZtQqZtIok`9X%h0(KftB&o-oHUrw)LnUdvg0Ky%et~zIi6CRPR{w<
z?x5*a3_TI8i+7DjBRZyDo!wHil!=2I+un&u0XxA~q$WM>oMxl(68E@zl!Gf&3|GMY
zjgeg#+UVH=*i9qj{mrtf{@Ql0e3VGb3Cx0ZD_%dTm{+uZ3i}+Hc(zsl)W050KEe)I
zVam!^<qV}2Ss%x&nN>f$gXBTYjep(0d+U?-lmu#o7|$zSa7E=B3!PL*#$)vO;5l&I
zQRxmjTK;nXZUHBYk+KoyYoQt2C>+(s_p7?~bwJssz^Svo+mX8FAAs%X9<@U#uv)B6
zkCg>Rz{(o(K2mQjVS(w+M|YWW>jT5Y_yr-%%pB>X+lg8l`~laf6Iu{?=7gkJ0dDTA
zwW?=lpfyb0e%DKzH))f$iN=J$;^dD@*IM!r4ptizITmC<+Fm<vJL?aFXTHj5sjqzL
z<wnb{WJT;7AWne&*$cf4uTN(elcQwEX8{!P%MOl#h9nT~0@=@nKomI9gML|Zv{laf
zV{LCko9;$9^A_++7ZMgLo!J2ARDs7rjKe)p>)3dw3bD|^_`FsZI=kIG=pPTZrN|?P
zKdP_q2c>#`F5Yo2dQs3h&)+54u{|P^!j~mBEB@XQI_cuh=9=cO*n<K1nq-YAy_j9z
zmskRyw1`HD=m^_2VRMM*9c^qhMjz-r8oaF6N2JE{5Ab2#KK-<@z5Q1n97UF)<{R!B
z>W6^SNsWirtDG%A4?+y$)02ln#eV?l3Ez^q%@g7*>sNh&{a>U+;o^?uP8ThyCOgH1
z_6p7pE(TUSDKPYpjYuvFC~X_B+e#pH07^wRpt020uhpOPXz<Q{mZu;F{kD9$g2(j%
zVT5D^9jt4szfpv%skT9y$4QM>{}GrKq7J?n6MS(yo#>4~{L@x9M~)6L#pLPnPP08X
zmrf)#FfjRkkHy$<WVWYOs6~%cCEJMA#Ttk%3Se3?bspT+m_xV1EjCFR(H8lxp@iz%
z6Pc@6{hhB`f#5UZP{rjLo7rlnO%;~`Rb)zr!unWwMOg;xKAny%_*h*$0=`7T6XnEL
zsASHj)GRx8$cko+mT4$9R4Wk$GleH3a!~-=7>LJVfrLu>TCEEh;7w11y>Yv~pHp0u
zD9&L|4awji0wM+$y3MBpv0)=LUcIEDEc3g_&-TiZyN$>e<AS#Qb5EgpDrW+pY@9F?
zXUFu~H5wAz5yTebxl4fG3KjrJTn0k_05H-hx-@zxC=GNN+8`J?ULYf71b4k3af}2)
z%Jx#TQ<33h6^&ahX{4QKW3W~m0w&+$z;9qJ(I9*sSphd@2qENWQ{qHVJ0G8kq-U)}
z$HXaSnE7X6n#iPz{Wfk(me6tmfmAv7)Gx&y+BF|I=am`JRar$4(Ggdl>-i#8$MlDt
z>eiwS)`%8&xmp-Cle0e-vjCSttX2BM4hwEI{tU$n8Y~%6fN~2ERs80NDiE=y!&5>n
znykV+m2UHX28+EQwlE1g8FN`fdKAv`lOI}CqUQ|sgbU4c(6w9pgj1aao;L-svHa#K
zuI!W}P5}BS|BUGl$YWS8!zO_vjgi<`Q~cIR$=l`b`&~-rsRqf_V0xc4gJ4k6b?^Ck
zDVhLLV(<WXIJ(wz&qMCS^eVNv6i|jmXiI$d9yb32Z;;`bEP>YuVW_8_g)G(LSw_bA
zPR`lq>h~kJZr|JN$=|{{XI))B;tG_PpEO*><=A8gZ1-@NXv;axh^TY<V{^+$zP8hV
zpLug^$*S)9Gw|d6hea2aMK4`-`I3DlVD$WWaWTviUI?P@LE~%3aey3iy-r7E$7p4G
z`wiWMHl&e&fB;wjmR@wfe^qF!7Bf?Epgt4=&h)=fWRO>=^Giruff)tKFpxyvC%Y1{
zJJRni2dNk39y9W>dBwu({))6$AVe5SMAVX?C+ZaNW+R$YO5D+>?7LzKz|VR3iq4d4
zu5c}jnhU|y#tr&KwlYqm*96tL=cje~ZVqr(X;uj*Yr1t3-Ag`&8IVf@xU3kln>}#N
zp>dZuTD2Gow?&1ktoug~kyXmF<6{xoKW^*@xsOWNRm&YE41X#H#JW<jMIqJ@SoN%s
zX`Q|eNT3qZ7k#{{V?x&OosS=H=qD<2m=rQ__ft};!6*RuVB7WP;3R}PhC7SD{`MKQ
zc5mMW0|y1ikIh+4js_;!vC7i~%~l$E#ki(iM75ALEqWyhc#V?FgUTrOU)<i>r^TKd
zHCOP;&%i~PLl)|lnp!zD{g6zlon_xKGiojMs3$P@f#z<*0ksAKf=K5vh>FHKOC5m^
z^^~$okMc}yK?)HexN7V)pm@PLNscbHS=^je(Vb;3@@9X&05ydjWvU`YbQ(2RJrY4y
zZz%5jH52nG)2XwsNsXUBXY}vs0Zyjp_Aq-54Snb&x;#hF<gG+8i^oQ1K|Y1B4wkPd
z+=lA5Re-3ny@iaiuF?#m=HrSA$oafsquo&>CfFVJoaXg=FNZEAWSq+!hpP!m76jtz
z#YD{+Wi8aRQ*55y<)8jLW>jIuR_er<iuQuCY0S%Oi`L#w$ocy&rO}3t(Unk>$A*bX
z)x|LSeC!?PIEpm`O;8WvkVh&ZYWGg#H(EtycEvn_arz3CRWki$32Q!pvpaN87EiE5
zbRCmknvxQWf4r<PPlJacHB>Q+;~N`9OlPss4m%|1OOb~xd}?!*_k$)mwxM!|{j7he
z+z%y6wYl#)S@1<aGMIFZD}MZtOOWB}n#@tk)Z^g+C%ufdRm)%&yi8gpXgmaTPF`C#
z%~-kV=$k4N&mOsb;J;nfI`A->?LDRa9!L`rVGLgff5Gy;IdOLG+WaD;a+W(alVfUl
z{@GLG>`h)XjDbqf&rxr__s7X94n-ovN2eURENF#*VJ{3>e>aL)j5ZjYpBj(eo2NJe
z`1UjRZEuK6>Qh2-6M$m!$JO1G5OXy}<oJ=YV*OOKnqom!VXx&_LD3LL$AIRJ)@`PZ
zxBAJj)AOhX0i;yT<Ys@eMzY;?A=C7;`ieOToqBhd)|fJ4!1xkFM@yDW)yXrtskot3
z*{oRUY^sUToH$KLg0Tr1NiZ!>_u|>4W4(}ClMkg~pw->q@g?^h3Ed#PW^}=!iqbf-
zQtY7~8Ni$v;e_c*EMXL`F;zCt?3l(JSLMUb&iL$iltjW{Xe=Ce+$YeDHfxY@8~cS>
zHE4&YE#x~IM)}}X#_ht5g_?1?IadjdyS?3Q0mS+bjoC3*r(7d0`pR4h=s*FiOp(PJ
ziE7zmgjP?z@n+jMyAWub>5Xu+i1F#J*jyF(IcF>Fhc($teh!_X%vbr4U1KBpB=uzV
zPz3zS#C#G0Mn*aJj~UU72t!UuE`V6r3dIrcxY}%9?XkLit?1xw-&Xc9ybjHu2(fn{
z`L{ixzGqrRUY!{W>Q!S%j}J_G7(72!0OJk@XndIP2qap46pQdFvFN2ERc|oGf+>p)
ztj439A${uUasSQfW2_D`0G9ZMlxWKV=O`@L>8}AUae}i3SPxfvu&eo5#8(f?Qobc5
zNA|(X+9O(wKuR>MGhR0>jtEL_{=fM0e`C!5yyL*PCVcuB8HJxzx3n&OPa2bxeSwgK
zT^G5gTVnoptGRQ!6fFhLvK8*i+S|f67lHG6Ofy-Z#^gi*&tz@9>gxaWN`yTdAbnOa
z-eXj(PKVX<`dPhm*^1m^^!&8!y0UcyPlwEEDbW2p0p_n)Ax3B1;Y~CyjO8yZgTF#z
zmNs@nnoe0t;2%CXtyrY3hht2M@@X{FV~YVZ639NnL+b&uK>#>WB<$ylllA-`cU+&R
zmX<vQb;80UTsPgLo}mM7lL(ptD67)SZKH)&OAm^tmJI8B-rQ8&+m;Oz5y2GhHld;4
z>>qc`)=SPxa{6p{fSh_ZpcS+oBesiK-&{6y^}z|7KBJ-6mCfrMPP<3-e(rN}Hq_uv
zv)%4zg=sgiIl%2Sw@DGG+7mA1YS}uvirfxcPsY{W{U8pUbae3j=1yoSAgbC{r=qJr
z>O}LalkpH>&1}vny{q^8MHIJ(QB+V}9uZ>qpl0w<7G5a&X6HC>KEy{kb-PUkz^%tg
zz3~9gX<8q#gs1;X7tQNOpwFF=sGb~l-@_y(H*+8#(mlOTJe#H*p`nIek!eBw3;rL#
z4#2V_X@QQI5pB~)k=cQo=zpcu;l5A%DZ5gl4Fom{wV>x9iLZl$Ev;*x@+@5Zytb5^
z)ejK`r2fuR``H%f*LnU^8j%^I8Lpu=g&7Z=OwVw2NL0*Nm|!cW(ytkaasNW9EiGG~
zzyrevnaiD1=@hXFQkf#vmvO@}9RlNI6Jqx8T-YOD+g{n5lCTs?v|QBA*m<sUS4>GE
zcE{dhRBS;gPZ78ml)bFk=6WCj&PFx3{{S6Mhi)71hxFgz)`jxJjO;iR$N)XYUOupY
zkv4#J>^`ngkHAGQ&T>$I50=yQMOW?Og^Y2?v&gbk@LSkfqw*uG;RsvHF(F8}vZXLZ
zsu=QHotnY<oE1&4>jdr#O#E(t2IsJx2PuYd=es!fmE*G}-ao)hsN>s#o$cO^<Ohbp
zSBB29*UH<7U&Z7d%6qZ%?=NN0p*V>l`Tu<<IDXd-L36eLZ`&`5Sg6jQgX7^Blv2WW
zlulKIX>dUW%_@-r_>!UkAqT@DI%K9W$M4WX{NMT{w%4mLRM!QMErx?oeQ|esA_gym
zWyoHI4S0v9cWM@gmlv;vEBb6}h#!9bb-T6-gxO`AtVLqqeU`v0Rjc0e2;e-d!eNZ<
z{%HUN=IY-^=UMjXZgp}et_wFY&4hn=aJ3-1SVV3ih7fV%6i7CO;;1s2%!zfFGdJnh
z@tWn@SGhQ(GK#4)Q1NOH_6q(3V5w-u^tY1Js?J8*7_d{z)k(IWsx|JbH!@($icIs+
z%hz8n-<HR1B8x}5&5wH$DVbN*8v!PWyZ@ran-Y9CB5$<sO07T{Xr-eargqk%x;x%o
zk(IxCaQZxaOscIB#2$Zr<$Uc`0WZRyjU$Q8DTov~=H=zsy@@S_EgD}^1wzqTC<K6U
z)eY8R==-?vBy`jvnSv#_&<cSu2Zq*qF&YtkQazzX5R1oF_!M<`(#u^;rjxIn4ur*q
ztzGUHUxvLK)C|XQ6}SYGVUnx19y%qfCL{nLSL#XUFPi$JV--a9(J>ae!Wyx#B~#jx
z@jkImbRjs0ZrCXi3(rf$W2YgpL}^gy3rq5dxR{5F>^n7;i)}Aq2z^+YG|XH7uxyS9
z|7NKYYMgCLMRpGt*yZPANYT2y%|%hj844<@BKlo(k6vHCd?E~jCwk9;A4aX|#klt^
zL)$?b%f@>qj0fyRu?t+pY!H~EQaw<gEjf4FFKBn^LAbD=yizfNDFX!^H-TLgU}*wF
z+lGc_i?XrQ(T&^;f&PphF()ai^3ZC4lQ@m^9Pp;&H<pQ=dapphDu^P$Hit&%*KI~9
zsJ)eVg(A_UhD+T;6wz7^rRA@K9K9yciX>S2<Af%5xvKhV#h4~`SIf4zR^!7)F7T4v
zVIxj*vrt)vQ+vCrP!U=X2A55NT@6J+k(EgAGqT1tg<N#ECSO4ldM779YGlaGczSc1
zVh@Z}vffdeB?}t=cZ8`tP7rgRfHnJBjm<)u&^|Eyu+|p{<jo8dY_0j)=h@=yo26>&
z>|Z5_6-#o%Ss!A8$3&Q-@I$iVV|qw0JEPpo8>?&;DgYinBMN~f5kDT@9h2|g|48Ak
z{5GJ3cnG&d0R%a%NQhP|py!rPjL#O%hx!-62MY^~&=vv9+b$##j^h)osKwp*(3Kb~
zpA*`(<06+4qFJINZpZn!sT?*skd4ja!%aw9+*NMjv#xYI6mh{q`=Lxc+$4p`f>fIa
z6VY5QFE`^uaPlHU9jGN1DZ-7Yj97hhthI2tZ~^iqWd^K7&rnPNtFVfoE-yzS#|R0U
zOJzbA6Mi{U*$)JSQUCnvvkBtrbEDF3f=k)5sNe7Utkv~Ujq%ZF*^BhUY{wFhA+JS^
zIm@7YMS`k44}6JLd15=WcvuC*0t5m&Q9pjeDjQTt<x0hDadJnp^mx5pJDU7LB&N>@
zVLq}t{lm~v{Ci%uBDq@D+qI+uA=3FQ5e3K@OB8vhHbbT!x^QcXk(iGHF30W?(#0;G
zVM}IM9kd48i2|h+5EW#wWoRhLCTz$}vQ#pfKkS$yB~7JxSbGf;pUq4sbG(;tsSP+f
z5-sza+|XfHxT7ZL8_JWOAXA<GLYxVvh#cq$JgVBSF-MSQ4^K%{WztY@zrF5($>8Cl
zn^FOdB6`zJNUziUI(v$illww4Cr7|c8K&q#$(2DFNz0f+Q&?g!0!&)2N6`q)mh{Sq
z_B8bDb^Bn22CKCzaJSttWI-Ll%Ek;3!fwF-1Ks(f*N?U>@Voluz2_pP&{4#t?V12a
zlM}f|VKsKO6&@1M_f*R<RWUy+zdVy;a?y~AkWYoc@tQ56N}Ss#GfieR#ZpJO`IIcn
zWjwsc?%}FYeOkFLFH={e=5<HSG!_(-tpjmmLXcVPN$$gU&@Dr|8VEz2G9?*qXi@h}
zeG-4qvBi%%K{=T635-<OUMs^MnX#O;IdgW#*4ByNSld*Ak2n_>?9g+U36-O!7c;D}
zEY#@4_OGPl4Op>Pgn5jn^N6)fmgPKU4Y*j79AIpb?^{0}Zr0JeMdJc-zZW}jcW2A-
z&K#E$?S{Gqwaayz=(;m&)-MnR2p_E^kF)Kt``IINmEgTkvbHTyoH_>Z_e*av^`=!-
zeIDzqhFndEDZw8gCFS|l+Y&~h+v386if095729`TDCz&9dIb3PJbU$}Dav;xQ)nVh
z0y($r3+)CU^_3~gn{5WK2y7ws>$=eWG3|lVlxl^&&1O488GBP3tD~&9$WCic2c9*)
ztXS-3<6HBrX2pBmII>aU@4Tk3Y-OW_74E;I7YiNVQ>BJ7ajrr$D~n83IZj{4wsb>%
zl{T(g_{{})Gwbb9z@gz(NqdLJX#6Ux?vMDfKEdN566o4O^*`HMkej%PI2|)==ribJ
zYW$vua1)i@k%qT+$Wpv?TGE3&e?PhizZDU9x%C7j*UufSXNzFPCZzIASqK!)U`yu@
z4JBwxbXs3hCUcpi&Y<v8Tx8r>M#+mw{2Bw{J2B;ON{JZ=zbRMK!iFOa)@zr3Aqm|j
z{ywaEd1O^-vt*lRA=w_*cd$srnOGuV|1HkNFZ&8L(?4(lTHlqGJ4X202OA}-Qc~n1
zYd6JJ2dv*lca%X~S2(9H+KBi?KK?;=0{a|5lWufQGjBjudz1!t>M&n4(I*|YVg&7<
zGyUMmJh5@JR1xQ%g1U?62pg~yO8_M=)RRSV!}ITT<(1D;Gc^g@#cbB){bf^0>|9|s
zmFB1&mVgr4$Ln}mwnXA`TsYs6iez&I>U8op^4^{2!8x%y30ythAgkLfqc%WvP4Z>d
z{^BQB%m|}?k{bMtQmJZ%WZdM?kZ_IPc7rS55WcZ^>|9L<QVN=7gL5E@#SA1T2%wl^
zg_$6<<6j{bgsYfj{7xNg@A)U?YHaFH^N8{UKGbsQTn7*_7O}Z)qRUuq<yivIzI@@i
zI9|Gk%czk&Ld%!MfmB+9_YN5a&SR9b{iSLKAK3Wnh<BsvXb}u=)7lcR-Bb&7=?W$l
z7;QR6sz5OdIoPGOXzupAh$gX2<iO@ERH3!cH|zRq@<G4ngM<%1GZMK1OYQ(cYiQ&v
zLzx#=M;5G+Vv4mHfkZ^WM#2U1_K)7vuYZQ|U77J~fSY%CEV4TpKPT9&AoUZfW+|Fb
z%nlmKsjb)fp`VwXwK0Aen<*B{3Vk^H*E<s{JQiv-7a%U~j_5-cu7}{s5N~9D$ysCu
zuPy^NIO0Phu?<fn$IgV;zE=%Z{kg^hE>u_5qW_p<xK}a9`ZCu9K(Lp!aNJXDzHMmB
zHQtj@Mw^0_xoI{2X=yaRy20Fby%)9R-am8Vi`tP#-d_sVCuC`ls7wM`X>Qogfg>4F
zr;>lmBU-ru=xAKAk7bXAXPh|4JEU|q)Wp?P)dXE67Z_<w77DU>tL)BRocG9x8Db{9
zKi0#MQ18IQPRaV1Asf>M2vh?^e`K2<?l!zg)IGgXoeTKv5ec@vgwN4(g&hw40}vlP
zXgk^dI9EztN`l)FSjfsPB1ok(6c>tlS9Ms*{OL7B;qLr^%>5&-&5w$vgr#P-^Fu5w
zq*D14$ChWr#JOW-^X0YQr%$xFEjc`qsYxG;Xp+lNrk;XCTg)0cZw_&C^!)nh1=~Hp
z{_2JgbI2!rSvxcZADSeMZiKzC)EoI9i|dsZm&Z`38TJ{k?U5{8zW|bj?Fuw!Hzbd1
zt^}sp4LC&`z%l(~-Gsb<-kZOV@AQqj(V|gQZO&V;Ze0gXkfB`Mn&NSV{R4=6CrKIJ
z`LH^iyGS`k^R87P6#jWxKPzgq-TIK69D&MaU##<CP4*|}C>_KDcaF6lAY|S7>T}67
zYG}?lK9MdEpS&TXi@3=3jd5ncdm=SSt{O3L#DU$$?A7<Ag}nA<^J0v7^+vOnxPPif
zc;_~ltL>HM+=Qj!7u|UR4e;LJSSa{n!>PYB%+N+DKaX;ZIr|bP=07I@eN5=J8+(-~
zsq6F5a^1nXiPFx*1J~%37czG)ET`U;um#d5<&22EBHx5C?m}hYPF|$8_B71Jb8n7b
z5y3RxfeF<fM;|NcnLkTR8r}Jl*Q(ekvrt8s=(D6HH2mLs8v2ACaOk=b23M$zskoQ>
zaG!TU$&F+sQss9ULEQ}g2Y50#W?H#Yp2B>0Jncj8f9?<Ku0{?b)%^!}EegK5S}!u)
z2qUKONm?gI7UmSlT*(^Z+$D3yhF6C(H))Gm*6I6GqG-+7Rbg=aSxti@OThBy{hw!Y
z|No)tt)klcqQ2eW?poY}yA*d#@DLn|yE{c%io1m1#S<X7wm^|mtVn5bDJ@ngZpCT&
ze|g{WopH{&*drIYiHyDWTx<U3^RzXhx{N*~unT>8!%Fdr>{)`77uswqS|6Ja>EwcC
zgC?2c)Aj_J6V~@}+X%QdkzsFdcP3=-=bY_6{iRbp-0Orm)mX4G6cOrD-K9dQC(s5w
zl`uyYQlEpDQiOciC9Mkj_le6sU0KXqQYL)$s0L?B?)e$De+7}eu1xeb(;=kt|4ieT
zIND>&nyosjygRdl9hV6Kp7<ijpBxFtL$%2-O)_3g3WNA-9XIVF^Z&j-<M<?f7xD^J
zAv@`PdeZ!Tbz{8myjsTdWUD&td*2{Qytt|3t{|VB^-yMSK`b2O#4BNj9uRI2WB;Mv
z=6D~w&PHtSX~1=@ji1x);`-~1Od?SRs7}pUAEL3o6gZSIRdV_i_CcH9f}g!awWc@#
zqdWWr+l>~(odZTJi2O@yr6Z_6bUh}_jpr4n_>Yw3Zj^NCIs0)4<L%nX$B#rdud>Zu
zGv|>0<KdyDR-?sc&whOO`#ehchK_mk>UwvOcbrK6=Z2jYX1h1;PbHSl{))22W&K-A
zzQtXVc?j}YD%yLNWiA)ly%Ka4dA;^#CI4M*jIXoTW%yP&I^p=s;j(7ln0lt(q&BL3
z;iFt52B3t*#`7ag#YW-CJ0mLrPAS-a@%PmWR-xd_v_(Pc)^0T&PO)`#AazM@>K$|x
z<;j)Do2P`ly$bEK=dTLU7==RhpsO9!P$X~9Ky|KS3`v*+LTt*yB2#F6C!CLu$jY1$
zllaG|dhx`Md@H&Wul~o=<+CkDS;9aWpB-NXCzZT5w-4{pP?gA^&x8K}yza}bY0pTo
zafZp&6SDzE;U<7-G?9Fr!b^7Z=6y33JYb-330$?mBq94U*_Qah8OXioVx=$G9_p-D
zoF|aYv0K@lFP~)JIoZ%$r<cO#+%w(9=g9@cSHrMc2$@6&*6P|JItMR`t{%#ns)`b~
zE^7!RxOF9X^f1_U;FY4-93wPBe8SpW#Oft9G^I21eU7T@mpC;?ja90g>I4GvWGyW+
z>4&?!N8ipONV%Alqy?-pqojAHo;lwn#UxKRE8`mkuHjuD*=FY8`2F@Oi+G<<{z5D?
z<L)!zR2VBcwA(v>G|lLRb35V0ru?8q`r*zgtB#?^)CQirjL+Fa(5+^`od)>(Zs<Yr
zoU13^I}De~VLt`bb|FX(7P*;l^S1vy^ey^?0PgBqTk?CeODkt{?r6OTo42t<LOC5u
zDXFj}xcYl86mjZJ(x?9Z1;I!wPkd;L`3ky7l7+(Zc!f<dsU_7CE%PwO|6rnY*qh#N
zi2Aaly%h#ywKX9s;^zmt%vE1o-Ln1ojoXB$yRtqpVU-v>)WC|wk(0T6ylAd*0UtgF
zpI#@f4p_Yv^GkD|lNw`~L~75*Z(#Da<h%Cv)90&>D^+f-FZRx^&o0llrsX(id%Ays
zJw1U!GA?puo(ua_dsrUgL&Wd7LKC-maX!nc)@t^$ny2gOn|h)TQtRwGRq;!V#`a-o
zfnv)i*AHAcqL4V2+Z=9vph7*^(j!+Nh(U?u0>HT}dvfpKgCkv(NJ_o1SioinfkaA?
zlap&hys>0LWXG(PmCHndFnVH;SA{@LGX|^*z-Yx>mwmy~z$NwObT6{6Ql#r|)@ZSC
zl`aVunHA|N#cH6njRb8|g%H2jB<ZEup{n$^*L=b@vGlZOdkc5X6zP-H*MYlvLY$IC
zKd1PIbaO??AvMDENNW<#CR}?9OtPRs#lIseAmES-?!b;M>G<}oKe0N#4C4t@L!(|;
z(&jzYe*7x0l!eXLzWF2wLMZ-<s|3x&@?ZPN*GTD<(!`&S1ll7#xcCUM`M5l(iO97{
ze8y%cThm_+6hRJZt6aQe5tV#8=Dt}T{kibpq?T|1uz5_j{{=~s6NKV<h~%nC{##U?
z4zxI)5s=5Onh!78g+NJDAb#{~qLX|(#TQnq6neDJ(^rdx%T5S36%?d@(+PwE&IV$_
z@Bcc%7lWlKazs;f(QG}cr#3MUIGl}g&k+PkG;>tpizdkMo<_HbTucJwC^67c2IA{D
zzh4BpUOoClcx5+lD);U3BWOxtg3=B%Z_VCP68L%C+vT>-$3<2~4F3MJ{NgqJPX-$n
zo!38e`ID9AfDmDjy>O5|m;9q3Zai#_NS~gP)B}1Ke`ygvQ!Wfv>Hq4SkQ*xG<`iBZ
z-YnxwgiFAaHMhQv7%;;*1^{3W{Yk7d(pv2>@XvChYyxa5ljkmAmF{+GN<87PuF8qg
z--x~xYG^zzx27NhCa4NjwUJ^t^P&{u;4&<%C<=7bgTzVp=oUu7NQZ|%z5|PTn>ofN
z(5O-3lSwhB+H{o#Xf+dXszzhG7>?8*Qvcz1#qB;`GYa+lTMP;Ax*@67VyO92SX(0J
z{b@vD6s3VHC(9Lfgl$=k(F8Io7tbtA>e7TF>W4mK;JA#HEg9F`CYzDz3TaAQfSt1`
z(PkHYRMbfB3F#NM7z{U4I2Qhh;LMQCmt)x<YuI(nSkikx``9W4@64l027l73)t$$S
zo12<LvWFFl2w(~|f(2Z7Y~;*^M~sBvY1$lF<*<c?{{Y9JYgbE0#`B4ML9$L&bL!aT
z433o0XvW;q7yK3UJtD6;2Xp_-eN%~;54byTXi@lAb>Pv!?=NTuD>&VvtUo`vcNKDC
z=c`A6AQM~({LROLoB8$%oQl5|^;A3fbQHXi7#$Bz)!MVd@BF)#gJ0D6tL6JY6iL~~
z*a-+jHjLpM4(NyfG*$;|*~&sL4>?Nr^=?hr4~;BLqRYOQl0(&z9}j?s-wLo96%@*J
zm9psStJ#2_Hm$E$d0~vP(9_bZn=n3ZdCuy8QYE_2jgbu{AO+q?9Pb3$*<p5-66$OT
zsymTarSQICz6GhLa@IM9U+y}Yx~O=nw+bRS>lT=|BH9s)wZ$ocV%bHW?Ie1w(4^-E
z!FX0LQOP`7-$Fy4bAoII4H4!1QF$?H$R_^wW?_O!pQ;$6ZZ_>1D<<Fel-yDimzY&*
zUo<L_V~|pXc5;{X^o%)o_OxUXGObo8P+%yV=s|@Kb_LA95?E%O)&aOab2&6+dA$z=
zPOmkKhMnRdw>lP#MP6bzvA^RBBB|=+dggteSSW(c#M<6-U$}1gDLNrq%i4dL5(M8N
z;&jD_OvNV)__PB%#R_9@Wz~j6wq_0jWK9XEob~h;$Ttyt*e^DF-j#lDb4%XLi36X(
z7V=zNELutBaW%vJnKPb*?jL{3;s|+VgzrZseejE<Km26|M+vKZ*;IJ!3CPscPNu~Y
zWq<$sp#KD?#uZsc?fE4pthKKw^xZQEQeRDNkTRhgtG|oo&j!oh;Z3CsnfhUUfvouM
zbS-o=eM=a@G4^YnhRWyo#A$ON701kcE-|>M4qLuANM3ZeLZ~G@!o2n$(2U@X(N=IO
zzP=8ogF2=WoU0uM5FG821|Itw+4#X%lRECiX|1@wm<~OdWD#o()W5VWL{6K~MY_sS
zj5hgwoh}WzP7tZ+r>R5bw>|EVf7ML{{m-zN5Ep-7hs`7`+pO<BKd&kuAwTm#>M8-+
zC54JEmEs`L)R>6lH%3=oRtpENU|Y>8fUMa4>t%Bbyhh*RCG)v@M}JRKLSoudPr+hK
zV2vp?)p2vXyUjLOZC-E^-mX_0TS01u`Nu)}hoIJFw*eM^h^=G2C*j_L=~w8%JlzS}
z?a_$R)aU_%jk$6o2R<p)N9Uds`X=rj@lYc*CS(MQ(8e-E=QKenJ5PtDs>Z0CYqQOi
zuF(x?@NU@s&^Ka^SDdM{CX)q)%~6OB#nck55B{4{?zc&{GL5H=y=es?ogQ(oUOOpz
z5>_W;C0i(*-^z8Hh|)wSzK&3mIxn^JCWvPODDk!u=rz0^Rgfq5>qvs)sHCY37Q9Se
z{=6#NOs{rWWAwL9ZFaSg1f+yrIo!xp6(4LN#K#8j3xGqNK~@WxMld8*2j(k50L$Ih
zot37dLgzj*65KT*JxDI%m$EE8P{;jN7xzfGg6uNs502rc{76{bD(1rs8sF7mnzGbf
z6E%@4e8`S*rGFW--haC?Fklsp$iqaX8R6?ZOW|kZ0*o#g6#Nk#LFii=vrI<U$iF~C
z!&oR*O3C(>1kz3P$2?p0oNlQny^UtKFHzi8sgCDyI*ni#MaZ`ziT?nhRrTgSAEoq;
z<uy{?01fhV9GT{pYoks|FfZBZ`p~56Fv}m>(FID&a}jPgANC!|G#{iFU)yxvnJR<*
z%ZkB8vzhPRLhR<`e%1-_m|RIo{*(OVy3H(G^U)t;PARikDLWWk&TOaqpqO^``q_~G
zQ}$Mw<o=*KS`7G9cvV1ixR&XP5pQBRDn_`jvz<q;L^As-Yx`QFu7JOTZbabF3pguW
z+!p*gtkgEeQ3@JcA-D*nA<}jWmM0l`xE^(xJmRbgSy6^YLpB!{75NWB+1HkrAodH_
z_`~OaIf<!K>jlK3^y&>5<BTe1>|BH`D3^uHplw4BYe%Vm`gw-4nMqr)2eQRb99{iH
zdt35P8ojD^-0{@43<ow38k1(qbHr*Mwl1bF5%qZnJt;LgvVjM?)8?Z~Qa_%zH627s
zbX-L!a+hdU#~iKwY{ND_j7Xk)L(M={9Y1vav!`YjEzV9dO9E9hFjK@CHjZO6=-X*G
zqW1;IhMJGk?a{0Y(Q;SAHcQtpzAkt5J8AE?RR7Cu-0$+!>F1rhi3-^78kn8+veJ<}
zzrm|6Eoo6DMb)1Cc#dlFh*a;CjQHwuBaCYFxMo>gmS-(83o%?6BU2SGN4$1#WO%J}
z0G!tQD^V3qen18ig?^z@(Ufe4XO3moHHa77rh;WJ3BcJ2b@0Zc+y!Bxxx;6R%tqIF
z@mIGLNVNjf+1_b6KTWX_q(FXby`@FJn$kl8zdeB!g|OvhW%){>@!o79F0fgUxv4g9
zCnzR3j&6TIENQ2ZB<fh2ZrIah(b!B!u*U?+%j*ilp#q8sgW6q@fwj8)1!9D1a59-k
z>8`5?na<)tzauLjcLjg<>o4XVuUa#?1FEt#>ks7yI&k9)FnOiwI=^9FXd@jtZuS+W
z9?Fl3_mZF|uTjeOH?JME+ZvAKepg5L93YhPJRg`V2~J3?ZBM>}<*nPK%I1=^Pdp^$
z#vS$_r7csLGiV#?d@{JRmN(pfc15@)Z7MqdD-&Z9ZlL_w`)NPgO_M)DQIkKHu;E11
z0Paw#j6xI^^Mj=53v}9u{i+IGi9~2e_RO{=EkNb*pX+KWsgEiSMLJ1D%*8K+<Ca2R
ze~a>Jn4HXvn@2C6(pmy-{Ec>4)d$l9u;3g@*I>C0%BE4Vwm8Fm>H9nhy1a~SQ&YE^
zTBIoya^6T<i~q5;Ib@01;92r^v_Z(SYP>_cS45ChNU6X_;7t9nfBjE*upLcp)!1R|
z`MMhHJ#p3e<XnBc(egKg>^!uBLL+4!Jm2?dzjf!Q9^p6NTrY-d=a(Bf{N6Z_b7f6k
zz2A@N|1&07tpsc2qL<jMs!(HX-Z=9rv!;ZOI(TCsKz7dDK(rS{^g_6PA|!a=>C3Xx
z;9_vZ(CldCoKk^$<38xMNt5TA`*pON1_yTX*6hKRoDO?BSVlw4O65O5_SM(f!3Vwr
z+@4i(FaOZY8cC}x_ZveG_boZGHN~Xww&nGq;|@o&?p2sVxCPe7rIFD2gRby0Av;~f
zoI63<;t4C&O4pmsZD8}`0d5<1N087(Rs}ak|LZ9c*J~BG+6tL~B7P6FKT*A{7}3Da
z8d(g3^Cmji38*^;@2omxj6FOBjP|zF6@k7r66(d*wwbXI?((rAgLs63xG9AvAq${M
zt(nI^>)k$(%&5Dl?aIFzdHS_RZDt;p;2gBs-c%3gEB*=D1a*b$hoCUI^N}%*ui{>>
zZZEAqbMpJ33mR04PC2{qALrK;?827X0@?J6AD3>^p(x-=oR`?f@b4W4OAQJkx79Tc
z{A7*^-6MPHWH+Jv+p?3*>LiZC3uA1MTU!7H&i^2S|F?Neu8X&)B%KmxAy`ma1;NSi
zmVT}P$Gm0G7y%4*YYeFp*Q%?`Gx=4o_A@CerUN5NqWq5Fa`>G1t{BfH9$U^V&ehxT
zUeA9XoD<0Vyg42D(Z}j!JbCS#xwnCa=*zuz>w35{w=#ua6v(TNC}|g&vd5tU5KT4`
z@(X?FBcJ{8riB(@25CIYL(gBmR1Ow$Sxvi*xZa`b#tQA~_t-Qzp(c1{Gsvdo(i0v&
zq+-(}9_ru$pZYzPBeXF-oK?=t@YTmc`L`e3X5F97Q^iqIC~)S{t9r<U++WOB{Ll1f
z8w#${sk4UnubZ}2!unUyQfl;pVUE`;W+-4c9^=hml>*6!$`oCjqphp=Z_>y~tIJy?
zu%W~RCjDRIF5O!1*S>vD+!?uCd>WJ~{NFKI{7Cv2x+|^Uldm_3WAXC|ce8uEtY~3d
z?#61c7bDaKA4;z>cIiN3godt;v*v;^u;TbVBVCxK$E5y*(oz^3RkvJtBJFN%i_K5`
zo^~;%40GKH>!jw)SEYS1ff)Y3+u2ag*)N={vQ@h~_Q3nslJ_YkiH_o)2%MUE_}c@_
zEdlXkvl@){Y7-~-qy5i0ih<PJ6IS1P+{B>?)D2=Cn0c72`k`cfTHSxjqaJF|N~68S
z^*cGRXgb=rZJcC;hzlh2Kw=Wu|B^bEk0<XVaCIe!(=!I@ernyVgMolh7!<_)tEWer
z8~^b<Dp|RN%-^o*Df2%7-6H|&hOvY3j}Ydep7m4S$bWz<cJw*o%MymW6~~RMW}g25
zm4q9Q(<{s9e`a^|?>;&SQFoPe_xioEU}*X64>@$AVe$?=b1b;N@#FuKWcYtl4H_{9
zvG`T^Y_b1C`~80}4%Xeajiqc&QPoBOrOze$9r}T!B*uHM9fUPUiai033TBEz=MsJc
zwo5fxbD?6Y98$*Lgu~<2p6Yp0HO?qJyQN1Di`PU5vfGqqQwb*25wV95(9LdcpQroI
z=<IckP}D8)@GX{ZIQ_U!-T>|2@Q9I#Q6gd+-$=M}!2)v&Lmi!BzC^+_3n|5CXNwM=
z9X5Dyv9Sq=0(}A%8-HZ$v}aa*{GJ{VzL)N6<G{y8)xRQ5dVYJJP@eH0z~F?lP<Kca
z-AK9HRT#mWF46*<+XpK)E_XjwPU~P<RH1qWVamS=Clc5f%BJBkd>pP6f(}`K&C+Cl
zjN3~k@VkR;h27BrXGH9=q!P>7i~Uv*T3bI<dc*MUVq*F!trCox+Uy8{l2`Pgvk|SE
zUkTZ;P=E_8Rid%hRyD58IlazWe!YbWjYY4p<GligJQ`RN^+%iC(#!)gYKPZ+zvG&v
zMn8sn*+r9d?hKny3FlY&^XGB|FT_&r!@JtJT7i7hz`?6Z#(P^fTNzI)LJyTX7<aw%
z_X{1JJoxv(%4!LG#7yos*Z>+zNfc{}F2;#%{sVMLkiQr{F9D1Pmac!z{S^S2_O%{J
z+3JFL)-FJGY%2IZaNS(y$5x9wLJ2Wr2(daG!%GP$^n!?*nnpc&KydkIXi6?phz~H8
zBSeVp8rg(*Zvp!q`aRg7xwlu-=Ar0c8~77fEF7p($?nO8=Dsi;&~+p-IVCMGnHEou
z{5!2?t1rW(l63$O)B~_%hXk=mnJ;1<HS))i(r=1|Xjc=;e4`%bQ@=1Xq5SET(lM*D
zrz{<@9#tVQ`Z%vctwg3q+#Enk;TNW!H+n{aG`P}S+yRa_AB{;x+%m;ggm-KWen*z-
z-xX#MiTy~ke$Bhz-eWY}tH>4)-JXXwrt8HN)d{c<5f*U!>-xgF$PG;CQta-LhS@-x
zkV#=^m21UnSBObP_bOl48%PV2Wz0883P!4)TU&XN0W`V$wpJTuF}L}zDg^_Cf|y}i
z#A-~WmUWhNcVIq>5*E$L1>ckh4;`Qu5WC>iZ#C?hfjDvmfy$%-KXrn}77Av|)3sEV
zmvbII;tr<p-aC|t@A?kT$ZfWF>LT(t6E*SxtZ~!E{?FcK(_5RXjEgC|6CxwEj#KQ#
z+(=eeEG&CUU<RE)PKTZFPPAl@vsj_|HOWDJLn9<MLtj-`mtcy3Nikb3Y-_aH!OLn7
zhN?&BYI~QU%?$l<-g_MQsJGV|6l|0hnxACKMW$8NR8YFHOyoIV2YC3y$#^+SvQ$HU
zm+_ISw-cQ{o$fd59{Ig`V(FWb_urWi^s2txApu*!qGWF$meBi^p8Q*lA*K;$px2*T
zUE4i$EQ-iI1><uhn)G1UM!V%S>|Ui7Ea=z6c2BO*a+>-9kGB8Jmvc{g{;l~7e+%-W
zB#+4_p#&bUj>crnF1K|XpPKVV1i;U$b$cgC$X8e@MnE7|`f~f55s~UzDHnEgJ4Bf3
zWmJE}St>mCSyJ{a8o3yG-gdni*>{42A+JJ*xvfLGaJn%HD-h&6{)o$%`yu+Z%utbm
zGF&1C-xv1=^XrlB@fOb8^{%r)k=K<tXitiSt1yrMp32#J_bD*OL8ch;R+nH{Of;sk
zY9KbhvAUCGRkfVkK~=i<nF<W@;$pe5+@utD1bZS5TNC^KP5iNVO?@)hbiPO&_(ig3
zuqZ>;z?B~y7q=ddxnn#@>k_Nf8$QCu5EB;D$(hRd5kB-ooGV<i?S<iJL|i$yV?o?i
zVx>6aYF-MY3X$M(0tMO1#gbtdRF!V%9Q{?VZ!X{3<aL0ryhXZlxH4KK@M7n)enL_I
z3F2#vM}mRF^7OahUChl63iO;~3mgc6jIZh!#;&p0j(7X_Iqz>t26UhHkCxsx$LUk2
zuyqsf1R2--vUVlfTeRYDy&o&5sBRkm{pO`<=R9f|-a%U&{}!>YnMQA6MRNxwdY5oL
zuk#>f9ye<aF5z#_*My=bKKGbXx)`XzRQ(at;5Q)FWZ#eE-kc3>1BhP6WZlAEE51To
zz2U+IhYoX2_IL1l0mP*50j15cDjm8`bil);Uv-y1rJD#zG7ySSNlEl1NHHm$>GOtS
zI7W~0n%TT7iBNFrxfrO90I8YvF|?P{s!W^c8|7%4!m0B33J+@wt1tqQASOIg#HjyU
zbIdx)?iptDBtz`PI(Q_oLpD$G8RCmhB#MYlaWyT7(<NO^XwM$9>}`kD6GAae!$H>H
z-1@kdWt#ARJD_SEi2aJlmh-fr^b_Tuj~cB)KDp1=I=2T2_TCxN@E2CFZYn9TgUb-H
zKD&SJNAvCsmVQb}{HB4ySJ~S3UgZ$5VR<xcuHfPka~EtzVO(h39~SFGDt*5^z1~Q!
z`tFGzwsW*KCPHY5`#s}dM5lwxhz5oz&w?0ZQ!S0oP5J5y&6OIGU4wcjFCk`u!BZk=
z^Y)jB1B+mmPjtzgq52_w^SQj0FcXZgF1cIy8PB?}YWPXTz1w|lpP<KpfgjPg!<;h6
zEd1?fUL%s=QdQS5KwJyUSz)w;J$V0CH$pWQPT*cW!oy!AT%Dg^S?_^WC+lh14g-<u
zjxY3Q#=j?dB{ayW5N>xO5<@JFyz>>|<2w#$<l`&sgn=3=ihE2j?*vZ&@D)<-Vmt?k
z9@LN#JrV4?{G7^cq0$&Xi*KrC*pfejm=|1S>dxj-FHdnAuifE**-oXp(Z=k*3vB^M
zZ|;?Y14+|1D0EigrayA@&sYpu+&!f;ua9k$L2?i1pNE3h+Et0g?OW=2a6m+M6%o4f
z{#Q%!@NoGX->gqO>6Ob$c-Qro&!+IuV_%8A3~QJS@BPo!NZDGHpM%3iY93Y37BwOE
z`$2c=8vjRDc}Yr}`_<F+E{nOmTYJ(}EA{@9&|Ava7TdF*1CXpACKb5Tyrc6XcQSA;
zSnLdEWJg9iI>5mj%ZM-3g^%9_J%2ne=mlkKVvdJ38@Vz43m;QqjhE}6r}SPaf!^rn
zn`FqhxrDR3x?%jL5#T9k7QN8~Nq066Os*Smca!Ws=7KQp@y=7-j0FLMAC|-7g~{;#
z+*9Da?axU{d7q<SGWFIKcS|4)3_4_I%dH?I%CDeg8R?PlkybL?nI47C6T0N)06XYb
zqAdr+I;g`vv*&r}>__yCNS9jKl;13WG!fS;HWjZ}k1S0Er~p3P1}oYn6kiTtjV~{8
z%I+SG5x}^>CZJ*@Nq^(;S3{-fZ+Q*8LV;@}PQqG@eWT&I(e<sBW%p}>Js*e6>@N7h
zU3zfz5zjzVmS{QemvqnIU#bBoym^9ud=vnHsLJ~|s$nNTLjZHF!2JtNrjQ2S%hAyj
z1<P7DJU172b{xyBgaIE4GS}_!n15su14~%A!0v8Ceyji*0W955RT$A2JTV}iiT?1R
z(U=gPsj8CgS87MKOQ%ARWATzRKQ#gLeK>r8t6BaF4L1E@KA&@$1VS{_S-H&5nHm;W
z=kewm%6Y;KVu1L@T*m;>pbx?ECF^wna8snr6sZLeC#UJ(2CqcPO5iTzRj@L$1Hilg
zUI$K^5xWf>`j&Ma%J%cY;ynG=b@Y5!N3b+vnUoc$1v`_STg%JS$04XLCP-VpAwgQV
zD#_V2Ay>RzU$=k~-T(ieP9jrZNaTDMIiC81&gqxO;(_tlEc*$?Us`Kf^}=mOFeGTd
zhEssgv3OWtRl;%G)cfIOsxBih7ve{X6NCFPg+Crqw_sc~wdfSN?|AU>UhkP)535Zv
zmq_wu=1;^SYh!N_sz3rKM+=6=yN>MB2t9x8A(?wv>+#9>dvd0S_KoWSf2l>jeEeK`
z3ZFi8@#K9G+ybfQ$m>$e8+cIIw*;{1BKIK43CLT1$JA;xUd0+Eql7zY*}L}j%ge>_
zb!D0VO^0wULY}5+2>X8K|I#hs`<OZ<kpRS_Rm%&-;bC7mq)&Sk*N3|#Ts1a|JQVUh
zv*0S=q1saqU`V?0tDi&vBfp8o+LHKqnr7|%@42G|Jso;p8r7BRX+%8b9*-v`RGRh+
zG(#&|&4smSIKWFuj&OZjoAZR66HF8sOAV&3?c`wR!qR-<=|UibKF<Pf<LjW|4W?Su
z2$a>H%D;s?YF<piDg<v#MJ*v#Rc3AfV<~Pv7MpdPDQafg{A=CRFpsH;V|Ua8S5cmO
zW38z|MQq1&KhNwGOPnQc-e0_QChsmz4$Irolr$7KzusS6B&91-&#31v0y_Fm#{L7|
z>)XVV(+J>#p<1s<>imwzwndW<<p)m<^MwghMMX8DsX9Frb?0u7OP#B>XAf+yMzP2U
z8#hsWOvQ9#y*2n-=laU0Wkh;|SEg=UNX7yO|GxR0LHxI=nvq`<HtXh?xy3g1zou}4
zyhIN)XF2MvY4{T@3xsPda7!^OLQNk08veRE7v**1xI<B&OT@iXf?~5<TQS{0?0N_k
zmm2|F_7R@WgK%-ajw7U|J!zZxc(>f_J(~q>X3CLMeNVKY-TlPuHAfs0j#5ispy1cy
zLATxtxDi0~zI7K2Tx5hx_T29xnG5u}Q~uRC`_M8kv;4c>t(w=obV5K=onx%30zDMr
z+>pZrkrbYS8gig75$)2~GxwdVJkz2*W5<PgUNKLeJZoJkStvJ;WwJ1&$BP&tgk7ns
z3Ni*^9~;Yf5)5Q{mEQf8$`Zd)B<dUGovX+$eN#Hzmp@9i%<fSnq#-0t97e2u_G9<Q
zOzW#6O!!2L3dTn&JOF;+@v!yXQHu>hR`X-p-9vZ=QExJ*(O=)E%c#vdNBubt<o<Te
z0hR(?l}EitJ(2*%qg$BgOHDw0;ui4m^9vb--lG48`F0~$yPPioJSpXxBL(`kn>=^x
z<mJJXz$`Vg%Z7($D2sAsNQz88o%`C?y))o-<<bEpow~j)&iH<a!$uR)9W8&?=eV#f
z*_nLe_BBsXA{&`>3RpimPTFSleTzCs6jA)-2A5eOF+hI#Tli;AX4Evq)M~PxpH32e
zEL%PL*w-|aP=U+`n@Zj|hfP0||7IF0q9f<`ogLck!G|-~vm7Xmo;CjJ|4M9`!*Op~
zg0^v2qd>v;SNF0Z{YWCazR%5rDwD*wE@5~w@rk;-Tm1^#p~(0WI^^YP>M!9}p)By1
zlSIPu=X!X=+3)b<=9FOmR~%@2DG#4cRpDVxZaLRv;`73H&*pjCCW7nTwy}X7p7f6C
ztxVpGlhei>xoj4l>AN#<f1teDrqtY_=mYikd|ew>Qj;d-q08(-Gk6a(8a_>V2_u9O
z;2Eh1bH+ip`=uHSl>@FM5FwKF&ydhsf)Q>4lpG&lo<U{K`{^a_9lKCS^(hQ71^;9N
zM~Wj|nBP{!@9Kbc&=Pro51^HSBz@iSonJfZ9l?ZihV)Jg=a&?*jRmq#3bDIKRjd)D
zm($Z@xwYLb#VgHNOG=Um!m{M6w^OP!MIJ+99B|l<?0*1rk-r})y(OL}N^b12qDP)@
zjSkpIvEDNDv(dN{Kx3HBqeT$Wl2o+FJl+Ngn}J?5%SN!~gH2B4C`3GuSypMuF)DMA
zH{#8mcD8D5>PG<&K@WLv#O>OE-|V&R5=qdFBK4?C%*Wyh$UX*FD}hu8-={C5IYn;*
zKRs8zlv>h_FUv4cWuqwjK%|+*y4S==Zf&+Y<X1VG%&sD;G?jGWi2v@(M;iqru2QX$
zBvLev?{V~++>TD{S4&Ige#HIx56}C{i2NfaE|dkP3hjRY#CdhJ^=gyRA2ux;bP|1{
zL=4}IM4wG4rAVG;xSfr*_X9)9RL44y-yA#F{q_?u791GMyxRD^!1Y{#MVx{!i0qte
zx(L3GR(4vnIpqO+!UARw*#?B2CJb#^nEH=~-Hs3DKf-g(XFr-omG|*a!kCkd=p%8+
zMrQ6UVqSbJ?|5&JC#fsd&!U@jLSt^Xng}wXA(lZMe{@-hvE2EIKYZjGt4X~?%;G37
zY6x(}##E0T-hJjo(4fNHyN{v<I73ZAM7zgqP3m49<Qxx$VtZx1^5cS!%W=EWB@y0T
z<c-$V;xU4UsFA6B92iAHT{rqc%m`tA2YdRml4<E!jg*A_=0)h~r3**h>lhOV;1~Dy
z5EbQo#{R73n9rvptT^yiF8_stY1+K55l(_6auM;NbtX~gxg%Dq$ltHjc{~8!n?;!f
zjgPHr2fx6%LhrE+fUcvXZ?JuZ$V_lXE|iFCn=)^<_MRTi)0OXwJXMVU1IW*{5&>JK
z#50Q<s7acNuH-E5S?F$Dhh3^{9@bygw>yMo7gK+R(X^UhEVb_@8jIgDU_N!3zQ9h>
zXymU7RF!puE;Uin49yzEvssOetRFeDTXgn#f{?=pF1k8GLM}mbHZDN0B@UP&(G|Fz
z!9;c$4%0b1H?(HmI=3e&AY-|ng+}XbUBPD2OcO1z3R)6AubWMoJuOjZ2(thA8LZns
z75nlX)nYzHVx2*bs<o{c&hAVjZZ#iU>}N`2t{7i}d}v8;=K7t}U5tIgBpfHEfZGCK
z_b_3+zFr>V!er3nYig>fshV;E#Zrm^#xNxeP_*Gw6XA0B@VnU4_kAS$As&nMtOJGM
zqTEd`lEQiZ)Jput3x72;6^f1Xb@V||4?l$4SBUqED(U7VyeO56qF{BJKxxK{eg_@a
zbQ51f@|KTO7sAd04IW^IQ9_PC73BZ<(723+zf9=MOSDHphfL=P?Ad?=2kOQO(~yqe
zVA_ER)?w%Lu}OiBc$Cp-W(rs>l~fVhb_dSYHssTwq=)~uQe~qfFv0veOSe-;Crp%f
z&Z6*SNbJirAbmY>ejEI!OPz|=?Z;3zU5jS_3xPOYa3pC4yC%lZT8hSE+6gv-I=C}Q
zbafu6KdJST*sq-qXLb%P)&#JXTKgAMLhdhw?6Dns{2)k(fpa!Z;GPsXRH!9shA#Vp
z1$`%KdEMv!G+m<><b4+Rr4?<kw|2_f9>uisOz(`rJ4a6Bd#f6DrZ||f+5TMHpD0M*
z4qPn1&9LNL)3MoY5<UyAgJ=Ktw>@>TG18W?)B%1y`je_61vrB;s{Z;wM{t0sG7)%|
zj|m1V{Sg9!Oxxq+EFw$6*_b*)aJ=Y@Fm2IkN2_}OQE-lwg8)&s8fq^$(3Oi;{TKnz
zoQyrDS|lRH!gD%3z04@1OLvs9`P6H9r1u^tkopDW^GZb`h+`EtN!Hw!k@yyvH7pTQ
zNj1r~(;^=vMW0V+ouGew_zT6yFUyTw<g=%JW(FX0o3zvqq#wgKW}w?`Y2tjh|6m-q
zBcAY_(@+??7?S`h#-5M}V*F)^#tC8oVk-aE3trTY%Fzf}*89Iq;?FHP4bn}LBancf
zo*g5-0oXSQ@!0yjaV&3t5G%*p5xo@tuq1TivNZE$d_17}UFVD7qB-tny#ooZFRCt6
zR$yrEK-G@FdMrL$wuaCYAb9z$kMr)Ih-5aB!Ir7azZ^QgCt38o5vy;n%;*5m<9$Pv
za9VyDN|1wCJ`>B3i%cJ#rr>iaD;>S0M}-Zv8cB4-e&wGrDcMo*3!xwqCXl|qM0Y;~
zHa<NBRLwd`I+1_6;D45}x;Q(N4I*f>qK1=i#z3m@<q{)l#r`PQKn0K^hZwpPVyb4Y
z5Ne~!&E=r8thzthG(t|P)@T|Vb~skkI{EC*N(C6-(6=}Kku8#jb%f3R89$fONkCnu
zod0=Tz?t{CZ6}4Ke&UVzt@-G(TC8e7ql<1KHT|mk&|@`qBA34ypljr%d6PHWyv~^3
zeC2tx<Za;DMG{WNaO7rMq-N$agc_;)I0A1y{!OW)(@IdN*a`^6hQ~$q4!T|i)s}}s
zG<xdQ^z(ETHRBGAny9swu{Ty2#`RPP7%1hNaB}e_-b;P52oYG5F$cQ`SbAUv0>8R`
zMgks^$Q;AdO7AGX@Ot5+>C2XBX-XxxQJkMve3fkzQQS78{8omWJYE*eT5n&q{a~g(
z;!w*I*7TlBu!L33yyVR$qiqwa#*Lk#uovVC$jwbp-`(urUF_2G)>5(h4B6vGLk*xH
zBV&FqOFq(5sdqW6%wl!=uY`m!Jqpo;*#da2CSVd$h*2~lh%-!SyHoRk9CH_=j^2aS
zKqpfiKjX-L%O-Vk@25H*fY8S-r<Zl~zSjOGNJKr(KaJ|@h@X(8<mSsWwv-Y$Hi9Eu
zC(YDqsNcZMLK5BCN|?vi5_3>oD<YI(LEkn!ggaceR=^Jg@iTlQVpKvF?Z`-h+@$AD
zK+k7T8nbpdiqy!t#@)&WF`n!WEb8*u;C)T`DsJlMv^90}*aiQzHDy_E@!`QAetsT3
zV}8gUokOb{7CSxwh!2Kj0|4Hw3{ks5jA)D>C1@3v`)B?tb|nwi`Po)prfW3f>+!)X
zD!f()F;iBfDLEpTUh9JCJ1yiTq2L_d7GcTr?1&L#--mdig>+wwM2KoG8}RQetw}1+
zMT2UMdbXN0pP*N#5I`V(oYmnX&KJLitiaKG25fxeLW%3jwl`pHTll<UJX3CbEN_mb
zqc<dj4+Qay0Htz(KselGWys)m^xf1r$EC{^2e0eqqM(K<GRf(Dd9Mp_$(i*u>ZiZW
zP+We$+nsK;Iug6QdLJ;@``wFLWBPlNmrqdJb-3P~8HC6t>D|Y_XUr+Nr(?5kns?1K
zC1C?IMqoJVNUsw~zz<n!$5ex0gz(k@06nwo+HJi-Sxzf>Dsqj7-x16dV-K?P&2ho<
zEQhDX2JB`Yw4$$ISAUSvO7&9z7)rH;d()Wf>JEDA3ZB;>*)6<NL0;7oz=WyGS43%!
z^rQj_JK>7Zzsj^j4f_{*;sd3Yp1eo<Zc`{kJ-o(wI!DQ-Cq+;lfrH7!YQ6Q(+ez7j
zwKL50pYXwZtp{Mj&YV{(>W9?G17~bH1+!e!M==F$L|!S+xTuC%I$;TdzDYDMVVS48
zQ-+j6$rPw?<q(LrFBq2pUb=pRI*eF)Prt_SuBm2;0~6sM?53mgTxl58G8A2|Ezb%%
zAVVm|tuWA!W$Av8?pTe^shT6-(Ps7V>Lmf=fA+_Z6%tL3<EDlBvvltn9-hV)pa}VU
z1ZsyoMW1qlKe>pwm;YoI8xgG!X)dnRRUXTkeTXQ6Q{Mw8^HGQ8Vu6cdluPA`fS;l0
z85E|L#uvE;2T6tx4s$7+Dd_ewNbId0f4=Ez)d%uAR331Gt46OU86E?gjOQZ4VA7Q;
zFNu808E(H0zmC>cB`w5i@?c9cY}Nwc={9>*QXDbpl$>|QC#&b+X3|UgKZ>g1EnNM6
zC-rLes=O=sM_F)oC=0UjAW~qq-%MsFlUaLqW@g?)%6Dv0GSXXXtd=wjRFhJfWwCVC
zJJyAy@M4G-G$vK$4D{an82D%PD}`4KUN_)S<nkK%J{g<0jnt6zgfwYec8wLJX_9OP
z`DUzBWNdCJXDXROX@tt<o<Z*j*ztAvA*paIK$zf+(+0H~xnpt+J1z&v9zY6u4&c^L
zdotIq&eBE1X;#Gwap!`V<P=#l@%4<ynVi+J$<;8#G^sVz@c}Shf)?#yl;lFc=D)H-
zw=eLNB>E$8jYobLLs4)w>k!xE33*ZKjoN;_IeU(fdZ*<L%n0$&aMCgNwarggPHO&d
z7%EDu0jcO4T;1%gjDYpJC4ajviFdp!P_LK!^k@wUu6LD4y6RvWJ(pel$G6|4yqZ*N
zYLY(LXhMPpR%+u`H%UqM3#ne(S%jOh^3+&Jn?b|~uDkKfyX`-Ed7&=23@Zz=7AGVg
zG*drQxz5zq))>gjQo0$NpqSebHl6Ur8R+N3%rc|Rl~5t=ge|G?jA%3FL~zykVFSw9
z_;X3d{E`{F8(}WL^Ws}68UJBS?uB2d5-5K@$~_<Dk(IErrenW&6(Jg&quG4W^)&yj
zurmOIw5jE2ZRSH2gWAs#b<LVtHHY-%o2qz;!jgxiMIMtSsj{VIsSe!Qin!V4nJe9I
zrLX8i`k4X_KDf<_Xv!1Kmd&P_#)vHi%jt);Uw`3Z@WB>y$IVhlMsuoH$-SVBmznRz
zn;&+skHP(ZGQ2z~EzS!^d9YFHFl5@{p8EI<2r0^W2JnN`ETw3IuYT41;`aWf3yBfj
zh3jlDyFX6dTjrK26!b+1=%mX7hW5YhQu?ovGqX|ZOSVI;?^9$`!nkr7kpP26^gsu)
zc{WM?uPo*6_f;@t*cpMH=mh`}<IQ$7)(D?mvl{YbsbpjB{`tyMrbOrrU4Ycp7e`HS
z9p#y^eTXG%AD!y{dCKW2;4WYU-=?<Y;c|JrCbg8Hw!Scg{dhayV?-cy+}7c_8QZ)R
z*%4i8He{i&3VZY<xNJar0+Aq1h^h(k9JSipZtwS8t=M96NZrDOdYchpn-LgwN(!$L
zTL*c~hY?$%=~zUadj;4qPC{%0?(4i0L_9D~QInf8;ffnng<=rX1QVLNw!Uy^p^N`x
zbE)^s)N_s=!w)|uo2cvT>{e@+I+*4Vj|@f0Bk&&pdPJZ(8ADKDWJ^e@f}zO+vA}e~
zt<S8<h%VL3n=%{iV7IcBpxieS-b7?;{z#4$?d=+M65XQV!)C<WnGwRK)hTGF-~2RN
z(#u7i)6!zsprN^-ORjYz|LXNyC>LtAX$+shEhQ<4)(eaYB9*UVpCD$O!OVUsjnBsY
zj@Ij#sp+HHuR@MpY>(RLCzj1UepOmgD0x&9<AN#%wkQ5sEMe9E?c<B~{4e}Kbhhae
zK3hjC^YI57Gk>i&C#O428%NaLZCrrwxPPY#I`(hfy~&L*an!F~8sz0m6kF&7xG@C}
zVv>nXm5j!!bYCCsZqUXOwsBF0CH0ix4NN7}p{v49bW8Am$nO95O02N_%+y`_s;_5A
zeK^Irt_?I<>Bi0_A4BwAcd!5tW7^!n*oF6*2_?FM0>VIE`y=N)XTEZIwqIt?9<Z<i
z{{#F{VvM%?2iD(=t8RJn+ca!BjS_o&+GW4)qqwcOC;t!doMm&+`XAGiNGRDa->Ija
z3R{!Z{{VA$d4t!lx)L)NsjR<dF^+ZP-7514UbK(KW(uW9KMgLP{|8u3dHXWUkm0wq
zKj72{Ul5<+_U`|ml^FV7o-c3scv?RFxEN*q^%pVi)oWh1^p?!Vnhv`6O-X&4_ObXt
zE>)V>?rHl9ic0T(cUqypcnoGRqjF14tA;9?oLt27`TX=Wy(n0!BL-S8*Mn02!e16R
z&PZL6flc8!#3&oC#VLv6$PC2idi@Mhzz|#1LsHn^sIDMqhLxgk1#{uH(7^#0iLtX$
zu2m})mq^&6qY@2_=?B0%5MV<M|N7_$?UX+nl2qd56{W%uehIxYYvX^}MV+js%bSwu
zKz#c7Gt66ZPxyJBJrrH?SzYwnQ&*6+!n0w|R!zJ|uh}F#L2+q3y`IvfZ~sni--A=m
z1_9v#F^H^5*?{2(X(3grHgF!furp8qgg&zthi7t3zWW;1IW#K^!s@6;nSM$&mE`@t
zYMloH^rxyiHHbQ~7)lH`Kr?32=L)obYYw-UF?9$1WX~cYVzs@PGEK3E0C#IXp<Og`
zP`Ehm(<=13-~*A%H#)%R{G2Q$Ibz<vGtle<O+xM_q=>Ioni!E3Mi*C-WzcaNYy+_=
z$_43lqG^F@MtQv1&!)H-?d+Dsfm_}2iz)6^D1Ngd#I#!2B3K7tv7W7v?q>)Ru*~Jp
z;j}N(4G6;%vxbrWO-Sx^YC+J~PjDkk2Z?)BVz2=C>WQm8@|}teNfL>S-=tcGoJg~_
zM`Apv3x1dYF;H|*+#?hl)nkxeDI2(4jd5k!Uf|o3R^{P^j+N}?&~%z@(|H1chBBL;
zC;pF%#~1*-57Gk{sXZOsuRE=lY=3w{vV!XJF^_TLhSxeX0b4IOiY;wkKIR_>M_7^P
zLARlE)V0KcyIfxIdQYgzPWFp$SN3<<@YhW{xPcvbru6E#3(g+(rmG9|65n-p*rb2I
z&YTt9nKZjN>(`ukWJ#GIMJ?tLgIowwAVvMz<XrKv@e2W4!3+Gx{gE!$f<#lnSO8T%
zb$rczrm2B--3oeACQx(rZiw{R*LVO%MVw-730kbausQA*qj&^EGyN+x=IWy`VP>Y3
zv94@&QVCC|L#rQkr5Wi`N_iT&ih>uC0go)77FtWJWi6tggS9q2n7jd!Sj$HkEU%dG
zeaKk+9R?<5&e+ld2XY(}?1oEMV#<er_>(060h(z;@vO7)0i6y|$Gh}Pd8?k85;<z1
z3`X3Iy$nVnBZfU7T~un%&d_j!yh7(aoiZ7Mo(K;JdY(H{BV1GCj~Sw=vG4&&#XW5i
z&_igfb6*~D85bz2EKT-a30>b)*?&R4AC!N0;a+cQ6c>fS7>fCBPIspn$il&hO<}}F
z;^%dK{xGtuD-j*_)aITIvwauKi%u74Q-)q#{hRg22z>FS_F(wK28G+wx_w%Egap6K
zbGkKl6@rFRS;MM8r1*-2*pwh|2^Xe_i#EVAgwNm?N;^du6d0`J@>8BLAL1PBVhK5t
z3DFp7ieWb~7PBwK@E+!W6Y3DiAa|0PWP3CCNsPo%rnM(QPDoQni|p$s$W-DZnO!5r
zb05DBqVVswj+|b+=(RLC7C)Q$9uI9Q7bbskyq>j7i_cj8LIkI@&Tl3hiOy#UQ&gAT
z+-t6o0GL8kVy8wa;0Y%m*i``TjF%~~_(J$9rTTk4=P>kYEX09c{b#17|L3I<mvBgA
zpv3Qz<*rc-&?c;%#4%o;G$Tlf;m_9Y==dVoA-HK{lrIZw7gN1V-R?y(D>;BA=1!Vk
z@Fc(D)$!^wb<D4$4=*V(F4Nd#g_$tUuFl7F)9}78$Lo=gZN;NLelOyntO%lIy1Km|
zu85uHasHrC#KYem^+djq2za^LAMq1S&~fAvn{lnH5@z+wS+@20czRx!i;8@~L4;sW
zystuk%9?^LJBme9(3hSBc<X|-m-4dK`zSf~xPhlZWu-mgp!m+U3Fr?WHv>~BzEFd;
z8q2T8#`W!bLICDS#O?-ZG8?mf!w9$gm8a8%l*K69Ay$$X$;Q{hhXPF(AsSo3dz#MR
z#dbH{<Gl$~ZJv_NNL<yt7@;n+<o3hZM=p}2@f{in#_pEW77nT(zoc7&iq43Vd*r9p
z%$oxq<7oOZh-d4I`ReO>lN>Pd8V%;~_bSWDL`Q9h=V0Bp6UG$Z6!{LbYW~qv@uYI?
z$ON~V->!??b%@I=Oo}h^LDXq(+)ISmKNqUJAEb;a&+EMIlL5jiR2*40<umTmI{tA|
zxNkidYe+E+A;C#Q$hmKE*vD#Qcn^ejrQ_~i!a~4rr`V>9fCAt*;5Q5jm?JMn$niJw
z`HX0P^hXTJJc!H-*GI6=Q#XhBvZN|#s?MiuO%&)u$(}}a3RV`foPo8KE__j`T5Z36
z7G5*X&14iUT6ni*ZFz)n`!EoCA$6Z=U+fd+iD^)3dAdNk;!&QIAK6~+%xdvmCT#a<
zMqUWalIGL@iiSCV<<xfSYx9?}p4;*UeAw9A;6>O5E(?Lxz9EG8`5?4}&^*i$K43E2
zN;k0&b*63|fO1jlD@$Eg_`fpI4#RKHq+GPoAziOSSiaKd{7z%fHQu>yj1Lp@L$g;6
zs6PHzWQ)sM9{iKoi?jTL{A#JWB2=hSJD|Wcu4xJl<)^uE{!cN{kM4M#`rpbBk;}~X
zZvYWKq-8g@#cz?qWL-7+ts5T(r~H(ns~+U#>GoAe5L3{JZW8a_-(Xv{eEY{Ph^`GA
z!RIoA7@fJ@eta-!>DReWm;G;FUxvT_7jk^`WsJ!Vc{+NB-fFNApav2+GGR(EB_-_z
zU!kh*b{vUtWK>BTBAOu9qOVLQcV$q&7w6V0gm^R9vF`y?qxF-TWX6uFo@Ur;mw{PN
zd9UpE)&B~09Smv&kS1Kke!y%|`wtLb`8=~y2SQ=4DYa;*_^fePdAJzEs6dvAoVu}6
z+dPJ=rXSD0D858`i!Jgqr=9rhHXu1hoGoc@AV!#gR8?47w}y#fbcM)-DiHLe55w!F
z8aSm*%(Nx?ctfVvW8~GKNK~k4t@cP~(SUf@Jo6K|+M~e>bRJz03c$<E*2YL+iQ5Ww
zZbFZ)mI|HSYksSW9DdcO=rI!i?xh?1Wdz?GY2H`**V?TIg?Y|Bo~ROTn^nqGzHg8O
zy)VYkp&x`DDYe`_#HbgpWFmUMet};(IG9O~v?g{3oJ9ZYymTZP32iYBx(puZS;4WV
zQO|m6Huf3xzYug<PIN-@u}NTVlK4LLh2vLi6B~epUATua`(_WS61i`zwC42Ulb(S}
z7+NqL%H2-eF8J!<y-d=i5UcAIG#m8fPXAfs%7=VnlAYke4nxCl=&G!`-UY~2)!U}N
z2I!8G6~=0F6DIw_vI(y-HX^`FBf@-GJ67~!q(;qmtsYC+%XqmjqvBY+ik2i}{_PKy
zy_)(ix4PaZAaXo0KamoU66_(YGU<6iJguLCMa)Jrg}S#|r5<!8Et)Q)Fi+bIp3_{G
zv)k~brW}cl=P%O=b7ezeQ!+}RBU;=p3^9=z{c8`>N%fKJ8eQ{&pB^l{zWQ)HlroPO
zO)tIbp0j5qS^hjo`)k1Ys=R@JAY<9E@`ZrDS#Ly9@KhmR&1Y4cRS6zsN0X=WCoNZp
zI_y|0(fwYG=P1yLm?Rh+!wD2Cv`8B8sB@Y`;~N_dBII7C&raj;mMCR5RvHkR-x34{
z@p#3<@B!o%Shy6(Po5w7u(QWTPrhExTU?GY@Ft8|7ret0#iE`7l=yxM?)^Sj_fVV%
zRW;XvCpiw2VyC6`G?K2ztafXA*xR|Wq&afi^fu=>c|i(=pa)fOc)n~V2*yJj>QKB!
z<tC9}2FwnU^$PSWXwdc!_M<xH2CC|LKco#-@4R|xZIg!mNOx^)$!)WC3J;!TSDmCV
ziQ`;ld*||&!$CKnt34Ui3XHjFF&cCxYyE+JAZhCo%*uT5>9>$au3hTYSHyxzr0KI*
zD>v|d4bSWvbe@a-*;28Im~1{O4Zm+t*&&**(8Q42icZdZE(L<r#R=lpGa>+^>73Bo
z4vg{f^-`@(MTY$~m#d8?f|?hM;A_hBXC1`Vl85j`mL)4>FO+6gsb!7Vk}K_C(A2Iy
z>&7>vGywwIA6%^&XrM=#GL5n;N*!r6qNGe*OeX#hU2h%M<o||$k8UJJgAUjz0SW1D
zHbNLRO1h;}N*LWWIwVF6kXBMcLRv~n8fj5LY4rQs=Xs9b^WXEwcJJ7B9NX^Q+kL&S
z>pWj)7Q{d3uXY0TlpBA_Vmwz=ulW=l`MC0k;m4<YTz{2W*MjLHf4T)HjT)hG=IuCc
z>H#l)r%HqU31!T`Q$(^^Y;8+bd65zAb#3KzNn(LLM)eB;?AB?n@0(c6rJW8p&T%#o
z<#XUgjf>aIG<dniIIMsvp5(2xllu!D@Px>`2%^}4<JC%7TYq9qQS-&OhO~Ci)sV&_
z1KQ#9)SSiH@rHak42G7k$}d55VLXHH)p+<coQ#etK~2ekOLh-qy6bhgoAy27rHd1-
zISw4*@Nu1?O@28{;_usa%NMnWSj`634^w^Owx>UyFA~}i;pf(F1kV!C%+^#0$e+-E
zv#YJWF^s=oEC9l2Y(FtuzE%r{BAyCOBmK0>g8Z5qKE>gG;&G`xHq^Sx7KK374g0pT
zcxtq?Vy24_Bc3o!^PPcyf-&^1sg<!|=hx*Ji^^#@%9jS-IqaU-<q$!G93v*d;Vf_F
zw3K$OGNNm6jNYHbRm*1wSMqk)CkdUU_BL9FDCQ*}_Ivb<cl?&zenXF-<t`(z3e4hD
zCLu>@<*>E!U8$VAt@ewGpHx_i3`q+oObofmkZ)H`X|KA_LZ-5d`3x~Na3HCnUM^hO
z5z@-;!tvk&^|d|l9_;Xn<^^nOTnO})Jah~dqs~y>_mxH_GaJau?8ra8nK1PHXvHw^
z9D`9DYtkuA#N+Y;C&!XG<wCw0xla3tP8$L~xfto%d}mS2OoBMLl1JGmss@LbJTRP@
z@ir^MZaG)OoAi|iMUADH4*#q;eEtSX52r6?5VW<VrLuggjLNcmymwd)bGb8#9343d
zi>do-g|*p#gt)?^#Bk!?^D05}x$HuGa*F!3X=zHlmFFp!R{~^@X07k}7vy-8{Ik^>
zN9$_$C(W`1Jjxa6@qe<YV4m$dS#uVYxzME3Xf{!jfC(MR72WZWLqVUd;4q6d<2=*k
z{ubglHk7R%-#2&Bz9(Su2!uu$;0oGvF!1{M-Ul_}mfw6!JNPlcfI4n2YrNv99DMWc
zm$<ZIuTg|1yl&|v%|yntKfb?W&C9gNqGrpbZzFPJ)g1ScW#0PUh1Y8hkXfc3bPKZ`
z2%n)`+-oN@{k0xes@vF4^C0(m`z-M|=xx{*lEJCP{Uh4Jy5)nWus8{~D0Q6$;V=5j
ziIA4~P6lQwiIu<8;z^KY`H!2NM?3vA2(kgj^sNN?LV9Zgoy^xb(@?p5K*W%j%??4^
zd5=i3FNT|=Tsaxj5)TJvT2KcF)NqVbjuR9OiabT>A;}n@l94HiRO5_{tsoCX_;`X1
z_%$00yF&E=0dCwJq?yV2>84r;DRmbQC^&sJl_Ak4JIE6L-4G3d;#b*POcWrs1W4VY
zI^^ec;t6Sh*f<Y(CBzw22IWWBFpv`2%G0NgeQHjAh6c`^g{O~^7OXfdI%;>0J-IzH
zK<wqkGNoIR{j;y(iOg|@pS0Tq?fD%3>b-u)v^H-1bEB(19q=sg^w)w<Z+kck|0Ji-
zcN~Ge=JgJ;oK*ce!BoR7Bg@PMKIa43apo1pe194(w;#z_4jtM@_R@4^aF}t>r#XVu
zf=#`RUduZK#}8>L2Y+(pHXFxb6~!Eh({+r{{U_XR(lPLOZKk0@rmZ4`5=UgI1U`C|
zX(}*#bD-><%qGg`GTzMmocHBI+moJgtgCApswve^ev<RkN`!{suWVbTVuZjKjRm(~
zd(2}C-+T2&?yv7yoYyEhkc`LNVZ9Hn0)y0yNj(i8ux1~Q@tPd0W{w`zrTGim5jc|?
ztnO-z!?50cbA5g7lX^GOMH{uVXHe@r?urumdz|l@A&F=~IkeC#KDkw`mm8hK25;00
zGr7W>uqit|;GA5(7C3TvJzE-zFq&9Z)}2K35w{7GhNv{gsco=<+S($DhO;x$i@!vI
zOM2l2cbz|X|0MhKGYCFW+$?EcsW~pJ%BtjrH~m~!B!Gx?I~CAXJ64Y7Wd8b*Ex>Vi
z$QfyuN6$MuzPWxg%yC$I&*VFqkd*U2!54-EHjKHEfGbt_;`KmX>JO7(LtUS>4fkFx
z<)@C$i@4zJdYUHPZ#n3i;un$_klXKwLdlNgL>S+iT39w6_zqKk3x?&3DN-0J)4XD9
z^biJsn<(|C$gv(5R(tuUY{Q*7^fH4-N5`)F<t3@A#{~)1;7$=pt^IHvQZK@=4)+zY
z^<K<wi?qzwm@o%rF2BU!reF~1WG8R7iMfn2q!QOUL)TG?X@8P0$HTrJnQ<tevTaFw
zI2rrtjKr-@WG=>5%t+MHa0+BGX@DQ`&V)}dSKuc=LXLfA$c=q*^2}n=T5pnds^{9s
z?^<2DMMsD(jB`Rhc&20=2~Ts<5o*bF<zhGG)`3#2pd0i!_H<d=_t-u1d6ZGFXi!>^
zdKy$E?+X9`re4o9>GOP-0H2pJ{E2{d%~e7*fsGbupFr*99AZz#!iC}QeIkg5qq^0r
zqQC+}jPM$&bjjfYXV}6^-D@P|^K7VMqb1T<&n&cc9o>|^x77^R?ekavG*VgV4SpT3
zQ`BiTM>EiIzGVktqziYl=rlaCIsH<T8NrIn53KC`*mC&y({EwsmC`B)OYMci43W^`
zsL>dnu0T7tL-7GPs^u8`3v<xsqD%k%!DFp8J4#FQiwx~xB|wu$btRh?H87^#=?p+#
zL0me-#i=S(VoPbdRudB4I8>w2y>8O`HI<1Tiuh}kVB5l6>BIX0O1b%?wT3|cmSo9C
zjz-FV+Ahm*^40>Zb6Igfw`zv9a3Uuy0Wcyz(Qt`jMKz@HbF!T((dJ9DkgXP5z<XX9
z(ZmTl9DF99N|+w^YBoRQhuT`5UchW|dlKm#CNNw2Rjb>C9?BBj{O_>|`xxabKUS}8
zKFBDyasZMBYCUJ?!4N3B8Dwg3a>6GdU+%Z4a0^W|-L6e&H50lHyZLp1<(sG)f+^+g
zLs{MynGy4-tg7#pgwyEZDTEwj)8G6okbp3j4G#<Nhw@P(%eG&!O4dWe(W?zsTW(Mt
z2>X|SKEm^WI5nCaFxF1-T@KrfPzp-YBVjw;n=hiGNY<uOa)}x2aa2iHrBWim=Z6mT
z{P^$I^fQz`iJtB24K|=Dxyt6t8?eapz{At$HCVh{fPq&KRoLzkYZ}RsTsX5b*P8|d
znE=u3QxH~UW#5g$|B=HnB(@>B(WDsR8j(J-#^B0a&w>^~0hEdqpDN*6YL^d;TSy~=
zlE=t#Rwb(hW?gFmP6l+w@Z4tt3M0AQ+PSrvM87MrP7<_tw01t9E!Q|aL&U6=-B}-&
ziHO7ZSxWuI+M87AJ5I~dy~<*UbGq@lP4hwf?LK8SGefd)Y!<^4%HGTNSiV?^l-qm@
zH3G=o5`On`l=Y-a6gkLajcD&y!(sC9A6qh<bc~jY`yEr3yfQK|a@9u+OoKCtyDYl8
z#z`~a*3?{3{?Y~9<y7jV6d*rC>5xeVd>1d%N~@|k9=p>D6dz5Za6c+|XWj~Ukc~Q4
zVPgiO(+`{${=ND~9|;lv4h?62=ZUl4yhTUzS|$$f)AJ^Fmnh@cFe8zwAfq%qd?@&&
zx{HIfvm154qTGf(r#?oUd?ALpIoHu78O=3lf3aVO8yo%{SQjOBZ;^|1zEt)5AHYJ=
zwl-MqdO?fyK1KCC##EzK@XeV?K+|-meLKafFq%b=`g2C8aVc2MJ!^AqxYeqJu~@hY
zWA+A>x#6@UPbfCK%*HhceX&7RESLS`8^rvVhkieHp6yRiG4!#&gGjKPAE+VR|ImT$
zm1D;8h@M4WPL&-YWQqE3Mu3`NhHGym{|yeuR`U)g+f#A&+myJIiFFDxmT%km7Q5xe
z@<$A+Ptl9p*{W9ohWVASoHiC<jvmL*-U2w+y+WdT-QMn_^&<3bB9CTel_v0yNR@z3
zh7giV*DPnmekJ;?b7VF@DuUqdikRn9XX_}3RJ8`2K;AKQo?dfbV87pGBH62BpN&PI
z#-!hnO5tw-$$xqxU}9Wc(95%9pGreXGe@nwe0Qk6@au79z<t-8p_R2JcgGqPdFWk+
zFwEj85%S-aS;{!dxV-YQ{bnC3B&zl}fp5@2FbJwTCTh=9gO_QsLIy+Sg2-!aiPu;p
z?Y29WG)1XY9EyecJ|wruie0PGVP6&iQ+5?}pLCx8C9e|5u1gYV`|R%538Is-Y*gwe
zA)V?FKTGpX%17Tt5yKp?gz$l9s6V9*eZHT}(9KsD$8>}+J$dMd*88hDnZY0H$>WFD
zmLDx`#Q@Cye~`L#dX+#3kGdR3IH?n_ff)k$KS22D{{ZputQCNx)`MLIw)@l@;d8lp
zmKqr6$Bm}5q-s1GN|x@s=6aGmYkmAKS4V$Erw)UDSD)7@Mv}dZ0n!{*ay2Ey7#=s2
zPv#V9o(JS4Db*iKV~3@41LaXxGe=@<HKVkPTS<!epge8;;yy<zrTAE@%a_q7>zL&Y
z)D<^6EUV_|Ud8N>LEHN$u+%6Oe0`kqKOyEbS5;Zis#LbeC};m5^?Jfw9W)Y~X^<PQ
z#-mGw2%{a6rk!ud_Ip8{En;b<ao(drnddm34>8!&tSb~OdB>B7s@JMZhb+LF{;@7(
z;s_5R@vKa4+}GD1*Eb%$QS3VHmzIgWOh{Vrds?5GWPKs65cg+tzM+-yNS<0piZIqn
z6Wvk#lrH0&Ayf8_U%qc*wsh#FlWMfLs{bSH%+9ate*U6yGhF-Sjg?}`H5E5Gj1Ka2
z`iRarE;TOAf@mExDolllVYnmao1W_(#p9?Cpt<AVf3ehM^MjYY&6P7J)B`^#><s1(
z{qzT_X59c3{LGRhbB7=P8s`w(MPqXr-M(!a=qR{eH8iijF_^Mz{R_hGqCasje@wBT
zrj9OzXf*#}Ub?^O=A2{GX!HMTZu;Xiq{TK>P7ATvHbbFe$=td0UcgDK_NYwg4*+HX
z5ZoeT(~ZjSaKF(A{o|uUWcZP(?kE@9v{HBU1?rWb8QeBVXUKaj1U2Hbl=IZ~u9tGA
z&0_b<qT{Z(s1+&i^sO@1$`w&96Sw$xc|2cRa18qyvqN&CRRz>C(h(F*uogZ07r*rt
z4lt}OkbO#Jb}U?*Xq!J@IW=U@k^ZFni<&eyl$Y(<oP5TvrO?PZWrkmBZ#Z|d?R&Di
zcl9-TU&L+WNnm>E`99#W92B&=sybJ&q(B*>S)I+L-RU#GA=&n^v9+98K>XcG#;f6~
zv=@|x#*3Fzc|$5DQ6_UL74yzwh*3O5nl5P0rOi<QUz)mNu2|&OtVgc+QvR~wyV?H$
zP61!4nMKhvR{@PH1s-2c8~XpeI`ShV?zVcddiSBw{KwCQ(<y`tr(9NDfQ8v~^-9+k
z_Ao4Lo9@IYt(?0U8R>OS)EExezWQV$Vq^N$VweX5GfOOn@j<XS8k4qPtc4_%n9onE
z3>O6LZ=<hT52mm%GTViJa|_jQRJmZeZo%=Lv^2@r_cUlIwrNp-uH;pQN`R!C_}Rv!
zDa>TL9}V){iDF~jl$0F<Y<!c*x1!?|^(hfKc#3{38sD%)wI*j38DZ<WKy-9{_P`rS
zY0c4i#vKlx4?Bb$v+Cjn9Bj!du3TJp&Ko9FBbB3{&MqPpYf3_%69S?SD~WI?O$XNt
zo)?o==tAZxQ|EYS@;g2<A!N$62c%rS1M}_WS4SFIhE0-81WUW@tCutQzwr@%CuBl-
zgc8n9cA+bEG<3Z>liIq#Mn*Mpp<~tgyv#4>xj`#qw$D4}qkz#xq$CG)BO)_HULie8
z&3R?M0RC}D);KIPTc%UpqTP2LJ0*z7D24@2!ZvMB!*v{g`VM_(2Mh1WhXmmqu;oUV
zoNq`~DdFQy^pe(qsH+=pBBHPRo+$MSJA?9nUi>nItH0~uhF|wBilaK-Iq<+l6Z1(X
zDFpOR(Y#M}jR4tCZ2PI;DnK-L1my0gMcsTMq}CbA)fTJVG&W(T<R8$Mfd9m0Oq51c
zNCF3h)h&mb)pJv&XNif(xCTt}@y5U9FJ0q7NvAW$O{1C@MtVhgPL69BR^hr9*`^nT
zRN}lK^o5t^g{^>VrrKEdng>Z=9dQdz=eOOhrL$CRH=!Oype;%vum}xEydxjW<C28<
z9{mRDkX|9<aTL=P`SBq^<X=HkgM8?n7Pzuzc7YL`L{p!%vH*91)^A_kS`!jA7}}a%
zA=|FypQM3rstGr2<0Vy|(S*}y#-LLY4QWc%uNGH_t!qIEBw&S#bv)V+1z4yb0W(u3
zA^4*GSt5p#I58mf*GVrEJ{2LlDTh%m0iU|zoa*8Uf>dciiQAb~?sOvq-<+e+<DhST
zlQz9wW_9yPV>eub;o;eO3LPi`lwv)u`#G6TAD`MQ!tCM6#+3)h=XEy}n6y?2hr$jY
zo3`<P@c{pARd6L!ZjLVB1Qt;X#4kLjy1-#pXpm8U<f}wY4vS#ewV9azw1te8_w6)A
zrWDC^pD!&IsED8&5PD!ooCu!)wjbu3K=lLbM~%rZ%~q^)0x8_ztnY>qjSx@Hp{xD3
zBhS8fXW>vpT2~l<^4hL&(cpIP{($7hm1@#vQ&F=)yk`Cd1^;>@bB>h%^MvEc{@@zJ
zNnFL-;hzH!DJyT*{KzopaD@<C6VJ=Lq3izv>L=R;e*QaLisprlqq1pK@NspfA}GSy
z&PVIKU4tzQs9yYBeLbP(?n?f(ZWW$<Tl(&T70uEVa^iLH*aZ5t662^{U=K0HAv86`
zVM;VrMgIG`QZh{*%CqUg^&|{9<`$HFtAF$eD=hE`N1Q7B>I%IT@LY49MrF&3<SfnI
zD!R*T>i5EgLe;bvTFHu)E7J)12nH7DWy|NAdtg2Zr$cSU27+daI|}qZ{f8tRgAvhB
zfkSi|$By^nOhy@<Mfp~{XUX>nU+#Xpz_+8Qy5#!)KI95#1p=9AXuxMqK%Xzcd!_O}
z03YyKsjWo@?LSWeny(_|y*Y}Sun4FqEK(0j86re#B^*{*=u%~Dq|>&VFpr1CrT{#G
z(EfDnRtA<g4tpP*2MPChu{4IQVP!o*;`9+FqKw(X`D!#s2&PC{i7yYh)S`j}z=NdK
z6x1E~Y^%R6Oyh8ao9J<jzJ1H(<u<ptY1Lpv;>)2utp8GklOh-KdK41(c<T<^%8NR}
zv@bG0w;4_*&W@3meD}iQfPY?(S!sIZEAe8*b-c-$q>Bk8`Vjkl`!NHmOn|>6$8eMe
zMG}Nv_m{^Tl(<?$V5Y}~zj(oMq>`yb{zqSk--mF+s)E>@Vmw}389k;!F#b3WdmqVE
z$m$s5Z)uaHNm5+<e0HTYJ21Falzh*oy@R{ZOmYU`;+!W`LH<C!xi#S=!8lZfq_CgS
ziqp)=3VG|oL+XQAj(Ydg4q#+V<7;G?3t%Yvz!`~SLby1uPlkL-78{P2DfJNwUc;z%
zcfu1O>r=nNh1vG*xBjp0<^N~Pp~yYeCUCHKK%=MP@gNu60|e`33>y>YNPNf<W(Plb
z;(L9~`5%DJ>doWBUX_V(1<ejcR;=lP?XAw+6B+?W0EL{yBJtk$hxQj?2r*YCY~TV*
zEB&KCI|@8a1Y_iavT<0R3N=kN?rO*7T|Z7I_u#>&zZ+&s%)eo_la}o@dY}%<J0vTc
zZiHzscTYc|56zH|n?=)2F_tK0SG}}bHs8gf_Ur?uIuqxgfNFk#t*I{!aR8o*lX%cm
z1^!=_X^EQ8!?5i=B(u@;^m2YUmzMoo`*fI+;O<#7Lu$K3hwcyJHFw9LAA;G_h4)=0
z`r%VX@OsTFBzV%DMY&XGnd*t&13rMD{f)_W=q{B(TIPb0TLe>ueTyp98Q^Z^@=da$
zCQHz9SfKhM2}u99)}5z)TeXB&EPiDBI}pGkLIq3X$Dv0?trq5VO|aUnm7>{t0wchW
z*sQQYy=5`qf6Qg`yU6Cf{%?Xj6HO9{#Lm9?;&Ynh1LjT}-b$k4WXzqMmNK>}+{D*F
z%|IQkgA!A(415J1Y!tmnbzI|1DxGHUqkR;PG;u7ao~pg7&}>}eB5Cm0oTYD^VZ5t>
z-O%|;as67DcTw4z<Yvaw2|Y4a!ZEu#NDnXM@41i?L9`M+6_$qZ|6SD7AZu%d&N2^I
z`(kr5<-|+#>Z(-c)EQi%v54<t$y7V(=I)^ueM{4vpzAQtvy1K?`e>VK^Qvro1UjYu
z>Na?n4mkswrBb3GW;xl!kB{IUzf_HrZC_gIQSqscxQGBePe2Z=#>aY*<N)(;zJ99F
zd_<$tCp60+`Zv6(KUMzM9I+zK4!5fTU6w&ib+AF8^J;KAkB0^zy=YJ+TafiJ==@{n
zOYHPN<YqW#l-0ToFB$AO?feOaIz8XHT*p0B7lU^tzo|f|bJZfh8dSl{b!=x0(ou_}
zG_{rQ05R;&1=$2dgtKGdusrGX8twPh<!V)0szXn&uQgFI1QF;$+mcy#CPnd)sZ4C<
zy2Wd$dG9a2Y|S&12JIEkvy92d`O6@R`y$xR03s^$uoX~L{!`U^u7A5fZ`<M;(d}Ge
z7wH&Iv%_cx;cbW*x=T1-DmSXB84P|B$4f`7r+i{!l2~prW)HC;9(H}I`u>rFCIUwl
zGhiRPF^WnMnHK=D6JvYt{Sa{g7|>6FN63nYt%9>C{vO2|YQdBbw6Hl9Rs3-6AsH=l
zf_*TGd>ZGOV`?%8sX{fq>s<r7c43}<h+v9;SEM;b?-%j$gP8rKv=K%_FD$sP>m1a)
zy4^^9azYP-F6qjD45=vJk~c^n^d+%*Jup?~m0EP^GTYF6c59f|laIReD|cEGHgk!j
zGjz>EXGdgabNFSW$mbkmKyf@g<^qoij}%l)W*!&W$uZ<3id3#$9k?uQ?Q7q*XB%*+
zSya|4FH~w-IY{xE`SK8e_w?}@@0@`c7h{7k98Q%!ugkzRhRgo}W>-7qM6>2hpSOP1
zO5Sesapl7m)l%n-8^3R<>>_F|N!58iwEy6CYDk7eUCb$xsRF!I3P;ShJ~H>%tJ(<D
z;!zVfF~nZE(6T2u%n7NhCNi%a6KCt_OSys|G~Xx962t)z9zKYMmX-5*b=mq;Jpwtl
zk)*gMzugVeUlFsV3I9C*ba|>0v}3kt;Y0jAuB=!<i_XuN6-S%4ki1SSvtM)!_aMr}
zyT@VP53lO0fj*y!+IguX4XW0k{P?wE%2)AVhjB$&!zM|OuPL7usHb!~)HL_6{Yoqp
zs1gX`Wyu3T$A#5H?LSG%R9pEPBE+K%3<-NK51eECwHAp5?jvndFFS$=VwMX^w>&%g
zB2zwRyf7u&R{0Xh;?dMCXtf~se5IIsn6G6&my^)2^66b&O>MeE6Z5`yeiy=_b4KIc
z^1Wa`g7PG^vEOG-S^?7=^CznOGZW@B&#Y$Gug>ud{ufztVa1Zz^#ISP;SiYDAe~Ay
zn>7)_uOzpR&Yb$N(V>CBQ+ahD<@ZvKolpWm&6}ua5KrquR#gcg>+TzzA2BmjyuJ?p
z%Sp#8P;vd}#hn6edb%RugxMmw%1LBvG=t+t2xrYtd)f+nHpo3`e5$UDmFmR<GTz1C
zx*af<mE5VDY4T2#*%C=0V<V$*xt4IBzNXK4y=9X4Z&ngKPMK}fai*NbO*c3Tapl^4
zU25VaEE}064vWf}%6r3$SM7DTlbN&g_-ZLmo<%(4&(rEK0Q!Wxd^wf)ec~&}R9N%l
zw68quypq|noiRWoGJRdM;P2T6blDD>@5_B6X(mF~FjWno+-jYle%C?QR}_mB)E4-_
zxW<Zk)o7{OcoPj{kQAM9X<P*~9IGvStcsMfL5+?`A)6Jk=xP7b=<(7oSv%dH<U?Ot
ze1#vkFZg1oB*I2?+`R6DUEjL*9)}J-9XHH1Ui^4<>5PqsCa^`k<0F2WrQ0m;>M_o%
zH;U{}bFr6{j!>K0&HQ=V*{jbfYtkuQTwVETRuqkB)+|bJw6D}<uc?`nQ4^pf)faJ?
z9CpoD;#?uH|HEzd)+O1zYB|M9?T*{b<xW(yf}?^u{e6td7sVe3d@+jA92u=zr{g9f
z6(ZRXpS?Yc4Y4H?Q&F!_%B(U*)r-U)v!wUK`|O~6N&8uGrHqnM?bYEjpC6=^^IRVG
zWd`>3uj$<b*T18ZBz9!ForytzAK#B`13I6xT}+rYNR`-k+TN*fk}_3d&(t1!3j?EI
zWT20sCK24Kq@}yQA!Ax8ODEoN-k_Ko)(R38`znxAXa3EU|ApjM?J3{Vst%a_FKT`2
z(j(M=**iH}OY=%u5zpMpb6nbeL^UB=6i-Vns-inb`xp9#b*Apc=cm>6lO>q>MJU98
zOWP~~WRXn+U9wuN8F9qLA<YfxYa@HP6}$EPY-eMN^~uEdS);L>rg5z_^OIl6_iCdF
z%d1S2#iyHzozt(o#_4E|^?)lT4fYWkRXbBZ_uBNKpxh+`FU#q&3Ny4|z9KqXOW#&P
z>+UjWLUnq^AtZtny50ZNeBVEjY;-ir?l;XyfN)U~@8(&6F#=L(w;Lw+?|tgZ@f&oO
zS1M|LX0kwyUMO4d1!^3wx<|m5>8ST_)oCw>{xb)+wjf@+furXTSuESn>u-^%5622+
zVtG{p|GafF7Z&0R3LpYcc~2KrG1;m_1T^WLnR_u1(|w*AoOC`w*da#5dPyofDh&Ly
zl?gy&8WrT<rQvT<=VfZ^{%U26DMq#u%tM9i_-xtE_6?5t;bN+8-zV0M4K4-^4Zc{V
zEbdi*n$DC{ZGAkEsn`zyA%GA)btZKl8S>OU?D5N+Kg!~YtgA`G)WT{|lBDln_roSn
zfQWPC;{?*Ya;lhyAGq*xtI-S2O(sr?I(-`*S<}C0AmPplKqA@2Ugi-<8u!_uLpY7`
z^!3Hk+czx3nO2q|A8uazq!b9bX1%V>(k;yFoZn*y0sL`b`m^=Lnmg<@pT2`qzX8$8
z5{7XY!J%dtz__ea2B{uH&R$P243;qIENc0xlF9NhcItEb-Riyi%;<nUUO{gyreDe)
z&IIO>NuEcc(}@=tz~9spt30UEvq^)Gk^ZVHHPwm?v+z~{)zyDf#RW{=A1w<=0KZ3a
zKbEHnyDk;F4Loo@wpo)R3IO>E5^jX+k7Ai~HWz*8q4e3ymB&sxbxhD^T+fy}DT=c9
zqe-leWomNKiKNe0hUI_}S^z;uh&{l6TuA~lhD@RG%&uII&%js&7$(-{=!nVQ9t&z_
zL3}kC`kFG;msm?g9kwKgzOq|+)k5)6wYKD$TXCSt@oM~(_HMG|+q_<$rp>St)cQP6
zmFDKlNs!n|UW$90txj!C(Ia<#d7lWULNQ+;Ubi%=%FbuiZKK5Zqdri?Wtn*_QXxce
z=+lAY;55aYi{Ut`oItYJgjY;t5%Y=<vd4K-!w#y$mgL$)z;w<e+hUrkQbKoi?v?ra
zEH0<D1Kr6?+)OS(tFw6_q>`-?sA}lBcgq1U*Onx=zB|s1m3#XEf(VLngc_60NxgYJ
z$Oj2qHU!`wvHuSc3ro8s#t|hZz$xx`o?wJ><fQQ@HJIb8vY-sMZV*=lgGNfTo$S2D
zMhRbQ>Q*hm7{fVb%??*o_R8=zd%;yLm!C(msXkJ-PUHQ9S-rAfCzksQ)aSej0K{tI
z`RGKuOG9VJlj$6s_38!<;r5GT{*}CWN;&zHO!$)OZ~C#-k*=BKh;c}7J^$Lf>Xh=)
znG3mpYAW2J`}gl0x?YND2+V8E{$RFfV#1EiPv`-*q*V*rqCj`s@<C&QLK-J%bL_+m
zaW(#Tv|I(5B^GUjv%EjX+*}O}EfZu;VEnt5BfZ9#L!W$z1Vfn$$OR8%8rOiU+3(H{
z99UtP#F6t?`!??|_z?<mQt+%F=}IKo*}OaaxMpjd4Z;nLO)t}T-b)Vq8*>%Z4r__A
zWvgb!F!@BI>uwf)SK-3b4SnxnK3{@<;PKvg{|yhm8H#2T-)%g=BNhXE6DrhkV{wDh
z;8*+qoj}fA`p@zS#f1O3AK#0keaii%h>M2><I~Ee6kwad!*wS~C<RXBGXs<Oq2_oi
zBVFL&2~@;sxkDw0*7k=7>&OaJcH-pY^@nfD;{+db>;_+|4Q~N}01r|rF=5&s=GNF;
z5j=he2ljYosV1<f=(R%Ddf8m8VSA(QzxU1Aqc>JdMF<eu+1$$N1<Ht(>I<BUxp!Jl
z<-=CxkF^cv!iYe}iy&>OXQ<#dU@G$ZAcr&&pT&8I@TZT!!C*=W&*x}+?D*`}0EYh{
zvs4rGSViZ4r&f2%v~l9?5k)-v0F|Dq5~Y^e?@U!{Tcp&mbr&_cPMrT|5mmiXZ0;td
ztnHZ+vEYt+Twtdjh%)RSmg-3XNI;TtF(!W~a-7^Li^Bnqg}?lFXiueI9<%B(a7Py8
z@!y=T0sum&Ax!>rh|tBd6}rY_`EHuX|2H4AQ<W@pxbuOU46c=l_p4pv_7!w@I6e3R
zIm&Mp>)gC`c{0rk&uTL)wTSzPJme&z{N4d#FGa3mS701dWkYU4E1&$qm*XI0o6JNW
z(ZxHW70#D76IAERK(?oY=NeT*4qQ1t%Tmv@q{k*jdEQWr*rMud!l{6kai)rcanC5J
z$w5m6<s7`@!z)3#s=RKb)!PP;`6;;X6(66G?9Nbis~(xi_()2DDL5Rzla;WQvc5FW
z!Duv}-FAy#+7Rzv6LDqCD$#O%{_24n9TZFDFrhrGBZOrN7#BfFNZBVVaT)lRm!ERk
z-g?-zIt%kZLbt^5uO$|giq09~m)jba55u7V0qseLr$PcYc1%HK^}|=^U+Ai0`83xZ
zeI}~lrFbrr;U$mXY5tJ4D*Z~6C0<PqKbRoZ2iEDD4)6m02cXbZ9U+LYuSr)oN$o2X
z@G<W6)x)?cv1?*|)x`W*4X?~|XDXNC6EHPL4mLTDSuo4yXxNL@EK-xyNC*E9j8vQ!
zNxDaG=hcQw5!D=G9t6ztFu%JzAk8mFMzTYBt*3{Y`evs~=o~#LmfO}Ol50%96x<RQ
zCA2tJO``ePiU&HnQ=a5prB)4})fSNCFCy*h)ALKEb>Decq_8Ep3$Xp2C&i2Ylg2oR
zB&Fu+3bZYxUe+;j10(rg8V*JFrS`yIVSFoV4Ue!K7)4|Zn$6#R;NUT16b(~rKH_7#
z+K-RL(<>u^FVJNX1Z2y|Y5srY-#$MZmKH?w`qo&&8!Dcj^C7stbh7sIYf-c6+GE-#
zcnXkNeUVN?$FtcB3|c&#T6f!j5>Xj7dz1u&DLV+)rCod@n0e3dUw5}daeeQ;?5!=f
zX;Z06G1Di-6#x2pxd%iN7Xcs5FV0Q`%LoO~MzGK8=UtF0!zsJ>6d1Qnvp(;#zOAVJ
zs7drcfT(-kRpf2^oA4RE-{|&?_3_J-)H+u+)oe|ZwgfdnC;-idhygcy1<}jPI~=J2
zCnYMwc*+X7n~cO|61ZDlby8uok8;w}<<cP-enugVLCs(Cb+yWFA>7>3764*@Tt?9(
zmZ<OxPd4u*HtNz71_n!{H}rW>I(c2doB^L*woJ(!YyoCiO4{-<QH{{H$Wfx*D9@c1
z*!6|hxwGW=01s-OGzj^6WGV`|O89+!7M)Wb!(~0o_o$&TYBYXxf&{KSK)^>SlQu2=
zNiO|=04k@SvYzHpG9GXcC4cx^7ME&A8^(VUbI0<De{dawalyOUz#HjiZL^ZNM`$Ze
zN(S{d!8%|qdeCd!aIzdb$};jdTtFQej(rvVKBk;g^6~lY+@!{(;g@YkX{&usQV0I6
za$@i+IK|IhYxV8hx0Jy;KxWN0Zw-9mV&KbGRZSK>jTUQR-0cJ;&$hR{y4FhVRctp#
z>D}RbOFONyS+~0$>4xqKBnN2GKgd6Y@I7Um4h3g~8}o-KZ5(tkk51CjTST$)rKj4W
z1eOL|!~8FD-p{JO_QAEa;;)VIA2)PRmmAhg?1u5;f5Lo}_DeRfo|Ptwu5zepBmGb8
z2T#?bnqWE8S(0U)047*h@M@^8r?&PnZFx`wXUf>2UrC|gC+*r$w<m|a3^DU#wZq;X
zN&0@N;Y1qp9kVu<3O<c${0YmIq4_PmSfac>%t*ih5`Q87Bzd<(&9q_ATU&*){(1Iu
zu7=p!FfpZy`t&ZdE(2-UtkC?z+*IKUeQpUSY3;GhDo~j#RKITcM26S3p|L1mWHNzA
z^ca{A&v`#7QduoUoP)`tFOQDMtfW!Nv@2ax%IdvwgoaSC9q>J42Oj`raW9?JyBxkc
z86y-B7hn0poL=b9JkIrVD*eri-j<AIxj(7rV`9TU(s`m;I|cEpJ=SI^lRSW(KTcbk
znMN0Lqceq8hjgpq)R4!9rRA6*ZjO>n_<^>meI@%T2HXlJ%hZXZcmAIDOv#&H*N4G4
zW={W~sED-#X6;^NYA~*=<?uRnyR^K&OF;Ym#E-o?Ub456)l%bvCm`2F7{UUP6`t<A
zliZ_2F8NL6>5nFpBC`jg3d4`gXu9{V$|puV0`}`PnFBCos3yCLa+Qw-5%XoWR<Lf5
zt`7!XAGTqJdTYJvaLMgmM+v!n#Bk)P!);q<1fgk}Lyi})@`W$XW;wRX9IJX!-LLho
zT^;;R(O|q4f>BRyxQF_DAFA(W`y>A`^ds3qEbYHm%fu-t)FK;NZI(Hm@2cSnudt=Z
zBoIX5@ozdG)^n4;O<XdV9VLBQEXE7r<@+(4M<Ag1D*cC;zI{^O6*gl)(u-VBH5<gP
z4maR3#RjB}^D5`OKP;K^i7=ZQwKl9DhB8Lb(oGFnc}WHdGTQ>2@_!Qz3U(qz3v<4v
z<Y9kwPl~ZAmg$PU-9C?d^-W#uksdmK?+(SVi@L6h*2O_Vaw{@rP%H{peK6#X#VT1J
zI`L)cWRCz}@mIHq5t5iOMMcR)Gpyaa;>J0Q(Ges2HYesLG%jY_n%3rI=^e*P$J%|o
zI~EMqy>A*X2LMyK$*nkOg66mJ=}{3L!+BPgviO#?3|!V&CClC<v~7r2Q;)O2v+k!=
zG(UZ~O({}Ph5NDc48-m^&+r~0jNa%vcuXfdk<X!WfsqP53FY%WMK>prKcyIY=}2w9
zJjE%}^Z<3v7A7c45Q9`s(eu-xB5zPX9(+J?<e|gyKcxrg!z}4M9xL-5RgHQbK2=5<
zE7Zq`8zmvPTCGB`e-!dv=kn4cKeHY;qLm%A;cgfti~!=JeTySVObm<XZL%I8$KijX
z^?l%+NDqEin~fO<;*X1z*X@a0poQ`2c%r$Mn#o6lbmYEHohaccG^(U!qzoHVn``A;
zrg?%*#ejXE)6xGxO`R@!fHao{f|w$8bgc0QZ}0c_`KJ|1bk<2!dyygLZeHCA42c6k
zxo=s0jb>+90~7}%o5}z_mG(g<e0cLq-&mg{s#+!d*UNCd5hA@aB|4ar&$MY=?&r6J
zF_Cpqo`g##ta$&L<{pCx0|3|ee;%K*L{o#00}@EMU&xj3LB>Gh{R**>Ulf!D(*bOs
z9;_2gwOX;Ml~h=(?e8~M2(t_yjod~BUnQFDNQU0GPpVJG*>MkYKCn$yoWBVb)qV4X
zQr>gJI<eEBnypu{^<g5g-%ylNcmILnqnooR(QIlOW>bspwBd{@-J&z($m5=H`yk9Z
zaVYjpG&s{gsU|5xQ1e{;a^v4~yYQE7OK$_3uvy!y6w@hz7nj~c>V~y^o#Q0gP<Trq
z%>vCcTVr%|WJ9%60FvJxse4-H!Mby-g2Ml{%1jTr3U~5RWLcHCkd}+*-@}UL{!Lpu
zPAhrs<!PM)Lls$Ma#D&Kl5`+s#islLqI%k$Q22OOo^vHW836hLIce*z60~2(q&b~b
zu*Kda%Sb^;7l#u#m#VpdxK6Q7PL_t-+x(%Sfn{+e=D-a-4D)>;r8Gh5I6@kmNH0at
z*#8W>AK7v%{zfZYU>&=ArIx};kn>RZovm1$&dVy7KcRLc5i>X}<cK%Z%lW(U#v!$i
zBlw|`|17MglX@D*(=^}2-TPjAcKIJ5Y`&bBLlN@LdHm)Wl;HlX@y-0!xmT*hV_Atm
z@~UMZBmIOK+HHCgZgcUp-S#(!Hcd)+ML2-icexYdJOIF^*7eW;KCQhL*@Lew2y3Oq
zQVJg5_4IiCR}5pR{6nQwB%8k<(w1zaBUmd3D90rgBAx&^64eGh&pSO|3Yk(z#ojqd
z@+r}x&Mx1S{ZUn=FJh(&`fvJB^IzE<3-<WtHvA=Z@mp9xbmdQ-PPbbXfQ{4TNjma?
zRVmMS?E(JDQX_&p;B5YAlbi(421_a->f7wmriTXP<HWoSY6^U|hOO53Z~*VyzRUeL
z<cNN;vMn5a_S&usYYzmq4LWR7jw}VD3Q!HOSUg3d=ogJI+mXb)#6A?mcZ83imiDvw
zR7(EX&x3EI2c}*>??ZVA0U?NYRC=LV<o*1fyrgFCPFI<aLS60B{}}5PCOU#j#tZz0
zetd32rMmxkr|U0&m_d(!4XS@9GT?FdvXbxRW8@I6oGKxu!3qEh=*CraPhHg@qd%LI
zdZ7iZFlU$G&4uMat%nV`XsroGNmiCAOux`GQ<M=qs~;SQ*<$v_5!fA+SPnvh-6~Ez
z#IgQH0aRh+(c6gYK(E&%t#5sQFMbZ<(PSeO9e{&z{T{zh`p$ZJ*>o2;+>fV=?S~Hj
zMvf&vuS-NI$u@Q*jJ|fe^M1Uu_9s>e>x`Tn=4C(U19(bYZqwpZAqv|z>w7Y=d%!ZU
zLH55b<JxNu?6*@+oRaeKzg5n%L~8GUE1WhE9_vB)(SMK4lSSwEP~&T{A=>G&R&GLK
zRndUYuRV-;uurSSu4Z^!DF$~-=>L1_SOmhnF%f$o{|_c%wzU=@fDp;WPxFF(gr7R3
z&}V6>i0(>FD?`L0e}BC4cY>Wqu-b)it9ZTDQs9>mUcsrF{V;_FDw9`|9e>6?q-f|x
zI$>L4u5u%@L4=!)Cp0)Rq2YRZM1pG0(C^F}V!vp<c>U`h66KMw@pd;?3G037$Vc_^
z>h@^+MDrCeep(}hZDG#|*pd<8Q&z|JqOUmG<4(@%niXE+`ZW{w#X+{1yz)@1Ny>17
zS&D+$7V*vUa_&LuLi#L;2;?nrfcsd@75C-00Z~CfIBo97U}5|gU^W3R?wn5tFZ+PE
z?N*1o(n62lXKkUr^_#Y_7CqFQ33jTkWj#QffSsYB0IdntLXJ41cnDgyteGDg*E#h0
zw1(slvRulMuht`8oEeppQ<1lL=xVJE-x)+#(0p<l&*kT<h4uc1nXigckyy0ANjP5h
zj9M#_@*1t|M#xa7yVsr3WVg6>(;acTGT?q*kBhyW8Oo|h@Fd9>MV>96cMnl12{LvP
z$RNd-DW0FrC@R`?A5Z<d{p^2`s2uUj5s23(F8q`ra_Pl1uefUG0Eew|OS+;SzHc*;
zQv!(>zh}qxuG?mDaYtL~?ys{;XMU;?wfOoy>s*GwUAx`HV6T2HB@$ag!zNo|!9`Gn
ze_&@^29GdI#q&p!XSKk6kM%fXlN%f1OntH<v$^etLc`xP=-3#ARQC+c=OFT@!@7oa
zjvuV=BKTjK#=QG3X_;5qf)E0W9`EYB>X%Ey83!`TWUiVGuebdS3px)V!3W?4|7HF8
ztx3pir8FPd^+UBWqcYYtnQ$yjfq3uDOy4B2CgoVColRZvAKRnxrLTVjAH5)dSt4(7
za~sNveW&x3gE(DZILGYpk15k^euupd?uiDhy|vs-8)v2|YJlD<<Sz1I<zmys0AJAs
z60xrmn^O9!SmUwa-NiOF{)*j?iLkaxeI}8HFQ2}-RCk?4#|hl3tB7_|;vElpuDMT>
ziUJ<5q`UJon$6=s(9+7=S32eRU?d1fc9-fj6#ZwvTBK&f>na(^F+S2z9sVL^)N{1$
z1r-h~N?I+LMg)|J(#fHr_l5AK-Vtyc0X%n|h)%{O+qH$6i=I?4E=pk82$eH)d#byT
zH-U7%Ra`nEj_)GIohEaP)0JDKaIl97Aq_`mpxykGE0wC^ASY<jaVOT@oF60D>#muH
zp@q={V<t?MXG-B{UI+?FjE!!jDpdr<@(+Kc_?rAbK-YM_If_o(s^vWk5JpbIfRkgm
zKeg`sJ9<FYSXT`;UOiRt{;DppP#6YBeg7tGkh}iHFQ8q`8`H)}&jnX3gvOb?$jp}8
zuM{<m3~06*`ndb4H!9y;F|fE0><oR&Oz`Q>Jhkr0k)UvrfUPYb-(mt8j-8l*B=FBT
zE;fnr!l4WX%iD+7zx^axu%F*5lIc_VcGf4fg7z1`n2+V<(o0!Cf->F$CCGBt`TEsC
z`-Cn4udrKBSin2%RD$35<H{8M9+;3**Fw(yfc%u^&T3%w`FcwVvR#_xUpl6hE5VHi
z-U`s{ybiuq{}5R(f;&ygA0Q8`jY+^6K26TsZ)hK}RgYE>*(}mqfHBu75K$c5YEWT=
z6I~a$c<ljXndY$t3Xc{=hYL*}pKpHY65(*nHHcmroXeMx>hyHf%|Y{mQz-9~V%r%9
zRM*hLGlzbh-~TZrgDPnxX{&i&i6=O<7U!HDbUbJ6=##x}coDh%mGK|1TJ#({tma)!
zHaoinXPcf9XL{Hl+|ws|cTBVYQvK|32E95(>U7k^Sfh<l`MlZU!Fn0OC^jVmr8&h(
zwJ&V~yPmC1YP42~w#ATI6dflys=yVR^ypuw-ggXMGKM%$^pztz%~?9EEjki~Mxb$D
zF7BP=WE{?_urp!M8<uVge9ySvYKan;zIq%}^lj0w&y{QY^{2}1vB_*1?YF`%2GlpR
zWlb|V5)0~ZZ#xh*M;v)(Ig2#U>?)BD5LjN9!q5Ea3$uMD#e4Bs6!KY}tDFm4ZsDu#
zoKMAWVp&-I2$1Ci4!3sZUWMQXsIrn41><jqM~t+!d|VaavH9G7LEBNcR%H2;lup(3
zZ&B+f2UJ6AL@VFc@ws@JX0(}1eDQ2TyfOx9l#2(z$8SXZ&*z=3)vfFa!_Ch>U<21c
zE7)_D`i#~jV&8%S!uv9NrQ2%#@W!);=@E5xU)%u&l1wn{>UZPwqQvc!uRDqz?t$HD
z!fvhUe`l6K4YP$Lg;BlNfmu8E<CW{f^J5($zcy)6GKV|=WaBS;&z-SU1|A-0oA8HE
zf!CF&rlvP+&jv%xKjD+{P}|wwpZ|R$X-~e%$TfRCbxd(1s1;=wtKA%HQlnjp5cyO^
zK8A`xlqn)%lHnZ1QAsv-e_3Aw)r|O3bf3sN<%%HqXvW*1##Szbw?=M+0+=}z8Yw8a
zSLFS;KuQ-cEo}DeK{J2()eKc;qw{=ChF4*>mc(S5bDY=n_(>@Jg4M61u#+}nNkA4K
z%`eTs3wjpkAjOX(QDNnsDo2>hld#>lep%%SXjJkG^1Q?XslhgjPOtzx({mLB7S0U-
z(Kw*$gm5aNFyuItN^2RTWRy3hJqz)+BZIKE<kKmxOjL2tJ35|6{bJq!N`$tuMsYTX
z20iFKCF|+s$}XV%cyR#%EhqWcl|ZV~FqzxCZD4YIdHUYS-Sxka0oEruEc6^FnWae%
zf+HJg^L;tZ_`;mgbSu%BIE6B@Jt1F-#T{85|0Lgh5o$&ZYEo)rve}8p_EgQmky@K!
z_dT!wpAsb96>DdrfyCsM^U>gNk9z&y{GFskAZ|<fETf>o@Qj)OaOC-B`WZgmO0wRi
zJbShX;lbyNc%H3*&D3u$<VZ5`5c#ykl01}L{qx=dH50yEvI-^MsFJhGGuDofJ979Z
zR;w@x_g|asz2tH6mnVx&%b?bF+CDAWyGnev(Z}t7Y=_zN<cgB+ZUc|6k;Jy(DE}M?
zie_?^=-bJM_CzWrPmQi8_;l16rq^gH#Q@pU>bhWR>Wq5+@`3l)q9tZW1Z9k38R1M*
zM_wwV{0Npni_p;fMj(5ST*xI>yK?(q;nZTy_@6RHC(^DK)m!B8z!DcRn<j}-TyAf)
zLSWm_6+k(4hCjQ*ucgj!C8i$Oy))?GRz1O<l2{4`wi<#W8TFV~Z+~vEp0<bTA?5xZ
z3dBcNKQ%(oQ10-@@R?!R4RHDx0(NHzpK_!Z9Nmo1(*2u@gEM9QOD+#z=M}|#L6=@)
zs19EpDihZ=%QZj1+W2{K%~jGfIIMo{QzQ8&X??Bh1a*r`3^wAWdYoHJd^~>)z(chS
zp%tm~ZcfcuJ82EN2@4hE6i4>9J}Sxo<4?=G9|z?T%tp7jw52Q0y&`6BCpT@fY13Q@
z^qEN<6n5UrF=urvU(TUw6>T-rVNvjekiNDlt}2z%a@O=qvaCo(9Vp?`%QjGcyt??E
zx;YqZqlJ(m*WoDeCebX(6)}d|(q}5fZZ7&{1+q74Ta}~e20xS$R~CzX{RVrc@jRWe
z)(omR)$$$Hm4x9FoGOP<?TD_AS*AOYY`GP6S}ELZe@fw!(@Ee$X!j_muxo*fzCN!r
z#6%-msX=qCW<SXGJ&N@C0wo-O2VMTM3?mp(CoMQa)mcn(xgI!WJwOe3xuVOljc>et
zCGGqOo)`#m-cev0D3^>gw}(DWJp02KkY9;@RQj|ctUy!<9A!gJ=ro}0TbfC+61n^5
zVVAOw68#QJi>?-ll<H?frlq&D1yNm1Bc&Q5)S~Evqa2Wm6aF{;i;&r_L?O(=ZhJ;;
zORgEgHxbMJZ{hYXtgkiUTD)NDy7-^Yize0!*>ejpT0xI_y&O*EW1Lpszz?}?^hJq(
zh+^41EOjeeBO3>oQ2ZDT-?JO_d)j_Co)SkTaf6IiEgwebtq3Lec$W7C&#}xU#xo%!
ztrG6ZAtiij>d|01;p*w!Hy&n26UzovA-_`(cV~P1A@7W6jWd2!A)vCNHB_?7k0`_z
ziM=l@?`N2sbrR?6YX@Ae)Eda5HYnpZ1el&UllnE%9FB-2u;bRo)+WB{|Bf-d#PusJ
zhx)E8)B|*ongmgl&t_dSUc_s{Q2;XC3a4+~R$M&+Z!J*jeWk#>B&63GEHjvqTcmP<
z1od04nvcmy7(YU>^?elcivi#0X3F0^8%yV#HcuxPO0{8oSq+7!o}AumvxQLo<(jdg
zBdvSBkBw(CY&g{Q75S%8L!!T%yI;LlpR-3#E*V?fm6nR&!@jtz!avy5E;i&((O<#l
ziizPbl6?OX6?tGNz=QrEh7NtrKHP^7GYn^2nfpctIe2Y3&oE8B1#c}lIj@mqF)>;)
z%O&@B(jx-_&3`wnJ=Ip*7H)#ZjlsE2q4jL<xz-+5rGSZRoRsSR%+@Q|*eP-zv57b0
zaZXqRlr+CBajUM?v*FEO?w5U%Wf+T3J_(7eT4^E;%sH~2gSJ9oK)@0IQX$9BWQ}@e
zDH22(w59+DW?_%Iw$-ALBKuGg-Z<R+LxZt^!s2%ZWS#@z;)1_AXiR==kkwFiXASfh
z7`2+rxUi#8Ch?if5e&LHpS$ZzRsrg3&ZR_ofB1CFu)SCj)O)&9qfA&Y6?}HBZYl75
z6?1Wf*{gkZGy#K5D8o>dJQ28xEa&13Tuf?e`j+~9nK|%%Ec!6PSs9jy(sFO7E!~iF
z`?_QTEM}?9O|XS$=qG<s)FXo#7Chf4g+V&xSL1e#5;{WB#7G9~Ib8d>5pS0ZM5?4U
z(OEr(OW`%`fO+jkBk!Gz*8L`JPD01fcW@agJG2VQtEWgXXE;?d^szWHeABGkD4R!^
z9v})(FFdNTU7yAI>ce<J;pmq3$ZMM%_V{3;B=;h93&8jcs86%c-zo$!HT4KlM$7RJ
zbUd<p!U)eC!K(ZkGh(^V(#(eu3GuP7Sjq8jU)QM_mF-nM^m;pks>TRbRzq78RTvzf
zt=S}iyCXE+(%1i){S|K|3g~NmQLjy(Gz3_wp+(hP-)>{sCq>9#RU5%;fo4~UqVzc5
zKEK5oZaa_Vq3QQkc#&-KG{X%rblxr>(k`(Drx_m0f9<g+6H#<-2$?9}0u;07KO1_@
zwz_-qEj<Z8vh@7&0=X<sltV6IDh>n0g4iTo8mY%_nw^s?N56Kw9^9z}UC63+{C!Cx
zD|pO&OqBIoYrLZU?YtFFQ|{2M8d5V*@a}Fy0RNH4Grpf64E_&UZynX-|Hcmw7~P}O
z5d%g^NO$QrdW3W--Q5DCOJR%#L8MVYN=j*IkPZnc0TmDd5d}Wa?e}@kdCu?r{<ycZ
zIOjh1;{Cp^*Y%1`OPrV;<)@@ib2jvVTyi?Mo|8?ZwAnu@fI+|Vb^VL~K!aa_>ow06
z5hOy7i%*K^#p4Tm>`ET8@z}<jzHk|IVbC|h1qI^B#^QA*urHO>lZYiyspZ1)QU&*B
zw4$fq=Un|JaaQ`2>E&eS{{=<&<7&2UuiY1>aY8zgi!iPvp9+9q>o>37b4O*ga@oDG
z%P6mQG~h8nn_*<{*;tJ>F(x<VbQnSQgw*pj@^~^G$T4yjGD*X*1#WBQyBgeW7N%b+
zK*-mi=1eL0uclNm2!~xsa+iEw-F}+nrLlCtgKZ!maQBW|?EEBAQ@d*1OTr5yhr&=4
zV;~xqiILfbtqWr#P;I7!p$rmz-y|IuFHXkZr^re2#tuVm^DY9Ka>s_pJN~HQPC2+S
zs$`0{>TXL^e#c>DZ1DauFi~cI7y6`(q^`(srAL~u@B>sB2m`UDir6-SqprEe-?%?L
zlG^<bl%vxvNmGP|%@_-b+v&7&-MO80(!`snNp6gdL8mgm@~q1|?P}Jn&{KHlgD(RK
zQ%IiRtw-@jljk=>%CUou-!*4<6DXLy0zC!;oWh^3hQXTZVdFxCd{gvgiTv8nND2*7
zA4K`R^5Ti;%pNB7esFlODzJBdDDQM>Ad>W{``wo~@Y97rL8xp_MWvaM>*ER`QXh6g
zm%U}h$CbG+=TjUbm*mmk=$w+j>PEv!&COALK4=KzQM2YMBYrU0eT0Qc>01mgo3=N!
zCzD-q;&J3u?IZBq)ZMbQR+x+v%#9R5`7+~|Kl_l`dvb1b2!|#X-_ht-*!om}HsD}w
zx4S0W{GrK97SrTtRD-ZHchhNNCbq-9qWQ!0gzNK{k<c8)cV8P@eo_&e|7csN%#Cv(
z<G&Xj<0Q!kd*+klMEBBGWJ6+#)BvJ$IJ=i?2f;K-brp3}O-4G*iH{9oAju@GT-a6-
z((OHS`ucOpwWqR@LUnvAfs(9?NEBiFE(&?7*pk?yrFz$K%_i{u5X}E%GXdhf-RAcr
zMgLI?(6tJG#+5^m9Z*7$nb)zW%Lqiw%}?!b(+IJ2VE&+FJ7oT0INtZzAa2=-*@s6W
zD8ojWW_9bv-Y4rLmuiq?hF0FPxO2~w7q`#Mzv`3v{_a#Jc)!$o=~cV?b+GZ!g`^5G
zPq%^;KzNc1z@%qCohB=Be}8z*LdTeGz91#hry!5UYDM3A<9xArS7AN9L-<I}xpwJG
zU!RSxFC#6={KLZ0nd&Q-zE&7#g!>{x?i(Bmg)T3xK~j-)j#Ax?c+VuBsKPQxW>B%H
z3(sk(;|8fJ&t;TG7xj(G`1-SMA32@Qtuvn?(e#v41BE}S9UgG*Fhn={J&<|s-qmQr
z@Oc?E>i0?_M)T{QaZ~bL&uJ1aYfhLM5s^05CqgWDVUiwWTf)q9()W|=)<dc9$=fiw
zYn$(PN7i$1##K8@0L5{IugVRHY1D?(2O71_#kP|<&pRQ@+tE*c4K_q=Ftm9|(J3>f
zN&e{}`R#k%-c!sJYKz;*EV+dqeYo~rHPr!JC0pi+9!|N+{hJMJQrQoDoEw9NFGpP3
zf3rIk&pzE!P#b}WtQm`a20XpUl2l6pX!idPfCbaSo&8&{?GkKu=gWyif^MR0*oI0m
z<gvN_N>>14O2T#5j*RtW{W$8?eFG$a)Lqk^)8wvi?&e*W7wa#QF>>_M&dQ{r?8OOd
z*MVnqb`Hi^RRZtCsD=O=5}_6=wwj$uVV-AQkxIUoT1{Q;_N7iUo6+8Se}Ho&aC=U4
z<3N37b{KM>eiA>b9bTYdw*;c>fR2Tvm&nyB3HqoXVADfgKq1`FL~sHl`?&1}^?Uq`
zAg`k*oCm_5X?`2GNHGn3sVMSmPa4A~r0@R_U3~pv0fx-Ie3ug%kJz^+t3oYVO1&%1
zmzY(z0>7FNWOYM9G&qVdJeY4BFF)3392@1Jm1-;GU(wI*joaJ*w$@Dj`k9zE?-seW
z!MJs$aj#%|o!?M)2!-Tt*2#Azw&NW)iEf>*psV=xRE15)&9yjn+lVZguk8iT?HHe+
zh1qH!9Ip_uDDJ$R*Z9$kV_XoL3@RjPA}CA^yBHIUize+**C;&tdY!&~bssbQaLx12
zZKfTYdgLY|hqd*0pFbbBm4bl`*~xel@G%HL`6&-DByC1sPbgbAyCa^HJ1}eMOMC1y
zm~mg-Z8rN2iTsuNm`c`W^LdqL=my!5x}5c>Ac?PbF|ov@V#`%8nyNP#k5GEB;y7rU
z%qowo4=O8jr{VpdYgS&+J$#Z!jQVnKxJgC;`#M#nA4ZGzOKX{68R$M;rlL~VDW>ZY
z`zaE`mZ2hgr=<ROM%>fLAG+<n$YfA)M{w{!G=bVH9eR1~M3uW?m6|^;|6FNB<8QnR
z-?qaHw|Fc1=l=Vt1yN>g1Cy`tC*7fgkJ<GbWV>lp9ZExWo1Fm4q63y7=Xmq*B%yJk
zq3#<U;Y$wQ{*9+AyKk0@@x(NG3DgJ(s)@*sR)-n@O<?pci4WtWC~6^F1T%SKGG>&I
z&mMWYS$O%srZ(Goj{TCy3`;Vvl_9fLrDPxH$NJ;TopnOeI2vYJ*W$3*!?oHBP~<I}
zjHr)GC0=Z~S;)64(VcFVybKNLKbH{>eX2RcXBT5+x}%SjC49WNi*Ud&4`ENMcveD4
z!Eu>dkxcz<Db7@wfc^}6GMx8YEg*qLT;^x4-|jlgP*30veZ1SKuIY;hXmyObk(8=-
z0qR}m%H&7|oln|#&0tJL#bYr-q!B@W-*_Dj3HNFu;fK}G(((o|#$YPWwZ5Hpu7)v%
z%@@D1;=<gv9!;IK67X95WFbS8TJ}Axzfh|xZ}qbejO@|-2?Z>k#J<NnYBNDIgHv~>
zvvXI60#&qsRBVN`EX0)?Eq<xSLO#PB(+({pD;$^Q@YHtFDPECVox)mG^ca0kH#tQ6
z{sV>Co&A+l3p92<3HVOrN28J|%*gu-+lL3mnBq88pC*n~fY9+OTX0fC1EV!b<!f?3
ze0ep-kJY@0w~=+U0}86ID*7(hAK6W6gIJRGqY@8^8*GalM+d$o>Ho<#oboHrCnrUx
z_maUMc|C6Z&huD|!bFFXIfvne)gkGlsusyF6o0F1A<~WW6leL_+y4Fv!BQ+PeZm^e
zf3E|9bYCq2a;6^2@SP0pUMB{)<QsO;LhdB<e6(pPk%3<YiQIUWUFr7+lHO~}f{gW_
z%4-ZzsmaWqIz#Z7fH9+Ak0H!(6vgK~X9t>#3Vou(hi@6J9v3ZvRtJU$9`5(rnqk=X
z9PUiX(T{Sl<4jiSm}<CwW=AfnGgM#0QH!fINQz7FDx9y1JVWhf@-iOe_v<1nT-<wK
zRdvGp!jRZtRn43z4}bcZ(sBD0RC!=)j15lb{E7?mMMotWiwX9O^J1`a7QoFI8d>*c
z3JJyv2!v~P;6=~NHm1cUnbODo8iFb~qG(hNKxv~0STEIXA^9p99mQ*0K`_}$4_W8Z
zON!TKzg)kFbqMNdMw4`95QJX`wD*6#XO?vreZ~hRYJIi0**_CF^}GegQis+Xa#Of`
zTk^D0yq}?RAUWz4ecZq!#kiG8$#;*n2Y4%P&yo$1YBFO^`uQVZZB_8W#&SoO)|35&
z7h_-dCkcKeOZa8kofQ8E%F6)Z4@kS?;z@OPdaX8Y{%#&pd<T5*x_=+;9F`{V@#5_}
z#*uygn^p0W7`JD9VWOG&eWGMJ!95YjvA&i{Tgv8mvqOz~@F;G!{J=y`y9N%X=@p$?
z^0}k}1*QAs3=++^hrbQRi6b93zT50ss_WC>2vc_D@w8+p==_BW7YwrqC}$tb(!&WH
z59Sh<Bw!SmenlUyd+IVW&5%lcyLUEy;-U8(p_A{A&W6*I6!Dgs6=2JC3(9pQ$xK91
zSvbdM>MTwUsQY_KCrcwC*VlM+Ut1RfrptxQc}EAox?o9_Cu$jPW(}y2RLO9|b{3q+
zUG|otQty7KPtCEHP+P;%{oU(~qtJ||eG&MXwSTJpXf3t|8(9!1F*}r!q6#Irar&6p
zMdh%pg!<-E3m@n9bJVG-W(`U<g9=<G622u?ooOcPD(q@MIlFL~r%#iCXgPT6qBUz%
z!v)au{r0R9$cgo>KIm{}IAU8>WJhd5_gj5zg`0W|SRk!(LQRy-bF-7ZWzRu{l=GIe
zWQ)xv(|+tlz12Lv>sNhuQM+ro>?1gI)3QdUUHapP_v)GAN(GZo6Jt*H*1=%TVvSdk
z+*d#(;K?YUBNOcqRC`~@DF()y?m4^&X=Y0OexGPeU$J{u^|NB)tVp(%GR;A!LB)Z{
z;NjI^ZS%-wg|-@O@^$~t!4rK7fZHww0aAbJJ+7*=MR)>5)ZmQUe}D3abWb!55VTH~
z<X;6JmWO414_*kOUbMC0AnBJkpgtztM!X)JTP<*?W#w5FCLQ6Z1t0cnCg$ci#P!2o
z3vn47Pkj}zBGtLt-+0Hf;H{}LDH^wBY>gW*RE+%9fymKwOFmFDGd0Enc6!=Ozfk1O
z8R6`_ItUAVjCqM5_F5vV`t#6h=Vynx!~<bz2b-GJKUU=x8MTDF<uz*pBpeO+j9-ct
zHUjoL?1zO0bdFPKK0z<@`wok*YE=|(KNgz@K1iNlTsjY@9@sO{$*G7pAcc_4!%7M1
zP%tjRF^L3h&R7n3?a%!J8qkU`h#j1Z6|utp)kB6N%zO2sExzs1@CuYaS9ZFV`uSS}
z-6Sh{W%DOO_IKB*j{Fn0WD|oa6sBAUjjmvlgk^J12Ju45Q{P<c2@f?AJ!a(Uy7AoM
z==0f5un#41P^)gBT$Jk8b<DZz8Pode{_FEIYNu`<aT((5cApk=q2;TaNJYt_vj^Fe
z&iv11XROLOV!v%}e&7;mcVJd<(~tIyyiA_RU5Yg;5poZ|(!@tHG0uYmPWM|(>%Dq6
z6E2+Qf}E*-qwlvAb*tz0a8)L1pLkidrr-rh@3&nC`cs10K$D~IY=_NiaYG%lipR1M
zw{dui&kuc#A>aFYTR;<Yd7*GP@wj`)Z3B_<k8>zFac*SU45QVCWoYv#9O)k8^yk~f
zSxPh#Fa6WV2{nf7$U-C2<G0e$0<3j$&9lb-xa(6_2!^F&gI(*Hvb^#PMeo6PuU>^e
z+Z$i_n|vhboyw1$BZ7I^yf(U?9sDS*p!C{#LKUT=OLcL$O+sw*8!Ei@x`C6p`m^a7
z(IJB=iyR!CE1gtLI!izJ*pOumkK*XMA=`q{pKT%>ucEH<<}&)F6z@Er#~&cJNyO=l
zLDVvvi2oA~*w)I^s#ZR`Y0Ldw(!N&sdqLaY=Q~!!8uXZIwb=2?Ty+zDRDH?USD@aQ
zzM<D7QVa)L8yAZZZZ>fp8$ycoTnkt<b`}nMWm}?5yp&KTzSHch!$vjiI(0XuM&c_Y
zeyxkDa~|l3K0`RZdaZG+g1xWkt@Q-1yw-spll?+V2o(z#WaLtdA-2|PT?M`Wt2NsE
zrhP(&{EK!3ALBh*7_a+jQc5$uf)U-0E%^+C0T>cQ1USQ3kcj#d2l+b;W7x~v?YG7R
zX#J=@o!;1WlEe`1#XAa%8)MiZAp4!c+n)0KYST*%v!rd}EK`rO!S_l%-T$_Souz_^
zN=oYbq=$xtp_gGxGpTWSum9eJo&tz}Ed71!k(fk)S3ttuFeHL#PPe|6(_-!t4~d{L
z8NsO?hn-Eso`D~0(onqw2oe+$A)$AuB{IPZf+3oZ*+19y`A)M>%~x~9v&wLIPg^JE
zy#G_fYwP^yI`KWZYQIHc`s0nGuZ?P8ItTX9eSUwSOk<KH<pd1tIaC3*)S#Ukz%<$A
z24t`wM8LF@`_H||@Ku|s?^tTlKjmyy$(^YmfnvDHJI*%VtRB73&=^zephZWYl>Uw+
zt~am-JFEnURH!k+-Mi9T{{ZgiW`ZAw<o7-)9bD`)z=?aFl`H}&2SFrvN%!;1ahcPd
zQ2YRD;0M}m+P}Y5*un6O5%J{cV(x7BM}My9Uzy>>OekI{MghMsU3*#Y*XNPX{TsTU
zBZEJjP!0?E%qOF(1m?PG)o*H?cK=e5=K9?Z5O<JmYLn)bWfKv`x&$AedM}a<Fx>6Q
zEtZSXS{)nukrspv<eiNZjD)FHS3buHNbCv2B^G-ey}mOOrZcmZWMzZM0LUMdpQY-B
z_n10i!|<H*g_~yboYC*NR$@jjtnRaf*r&PAp3j{aN*_y3;Ee`Nd2?C|<1<1>y2uIP
z#lQaq_%g>3#!$*z2zB;=YQQv95x0z&!weg&=CMk$lL+v#7FJYk%Qp&8NLb5LDk|OF
z+!{WL8Y3r?Pa!{g?XhRzX$%!$gQ=#K)9l1N;Y$CoGjf_{^wPLh&B(R4stCzTEV1b6
z(OLc+PVwmhjPxO(2$z4(`ddYml5tGiNuJ5mv-gj}S~mkkB1v*>FHbDzOKwD>?!s0e
zF78*8DMZGz>%D{2%*I$IpU=3onb|TuMwxww&-sB*M}T{+4GXF)gTA5`VFY0YqNaYa
zTZWX<A$LRT+GcrjwxT$e>*KTe0xpvM9P1sXlGTyQ3V4H9(Auz4f3@;H0w>btny5I-
z+|)u6E{kYQW+}p`r8h0X!Q)xnI?47o1);9EtmX_r$n6~L5|=^P9$a{}+11aj=`uwy
zuOHZ+%#fd;V_eYjIEPSG;eGtkp0jsA7^*&<gZt~wol1+8eWTA8S-VjB=$e-EW@oOk
zf<xn$YB6vIgvycljGM}&!it2a$K|}oG#guY$ZtPa>8Ry-@2l&pK+P*uMoZDgI9y1W
z#Ca*3Uh!|uKndSKNBFoE@1*+nt@eii?SOIaVU4}|qbi&?{<89m;&-mBV+C^Urb5Z~
z{u;UiZ&*87q7%3sVVa}lzO5g1uY&JS8Gt=JRHXmhJTkD%e53?_yiwQY-(ez!#vypi
zF&m4|9a#BL56?<}v|lP3Ya@g4VrJs6F2hzumdE}BO;(NE@4F|7`ys;LK&Pigr+|cm
zIyv%Rhd=$PAKck5$k<Vbf@vEM!7=J;)cvb(=SkwmCd$XN?@D|TfWcJ($C+pl2!izW
zIyU^&ephqPZhmyoHxyf;gHq7iH{yFfg+@O(<&(<iP4vkqo2k|`Y(`jEcGY=x+|QTX
z-_lv|N%2abPj-1V*t1ZB@XH-*1r0`T@1_&WNV~jaWU+j<ZQQO*s#!C)-_Tr@Da;G^
z;Be1t8c|2%vg;k@Y2xsWOYzcgB5k;4C+-8h@=US0UrCu-x+2Q+LpeE&rMPt?4@=Di
zCa&q~Ka?Nkl@kp_+(@fGxC2sVYcs?xghkL=M9yO*t9VW<!T5X4^!LBCuX9Dn8=d*W
zuT|d;h<|`GWvO0eU*|BXc6O8<q|4RR2)zE_1miNA#mmwofTTE-f8h~>PWm|UilK<N
zzhkk+Uya_kZ8<Ui{!J25>IbS6mJR)F-Mzg+@E%A-{tCjwoNCb~VV!(7b%Zv2P1HkD
zrAh{-fG_}4)ouzAyI#u<H7Zs<5@;dUweaR#u(2A1ASWnEv9#sP>)+%u2{_V3r&M>7
zpebJvoBKa7LTU^XSv~DH+_l!P*!?%#si`7LQ;vzNb``hnDfFU$6HtQ+K^{cwzb+$6
zlQ3Kjc2=2XNZub5Qlg9dQ_>QRuTZ{-TrD(U{Y?f4Oh4W)&7L4t1>1aOeJbW7hz_0n
z25SDK=Zn^0n$uOeJMOYO8zz)8dF@w$0O6nUm&dD64eC05Su6VB7j{QHsn}9P5G<Pu
zcUJ>{uSqZr0^bruJqdczGu&aF<(uQjL}oG+dl~V{o=|i!HeBgu&HL-j3i=N`F+Oel
zd3ibCSOJa;W$H}KZBXgsk&R(q`^Lf@`_dRs&FNViG&^~&%aJz`$>Ice6!g&s#|C?H
zwNc_JV7mBb38&mTo4IjD*`vhvM+yl}RG$m|J$JAMCg;(a`qDX-?=#)TYQqj;=rLf-
zCLi$@XU1M7j+j6Y9*sIZ3W3Q>7)carj#ddQB#)tJ($!RwTx37s|1pGtN$Kav06G}T
zU}za!!BHxzjYYH#hn%u_wB6EI2(4?{k^G83e{%AaEGtYtW$+iahHuM1r5LTV5=j5u
z_J^Zsz;eZ=zzUqIAKS?#HBx8_<ONbY!%#>>B-wmC#Iu&&N5sRm7+xPp>Q_FlKF%BN
zj=ukNH(D?8M_ZfweepwSG3wiU*|6jIk<9E8_1P@(_B}Jxw;Plkp96o$eE~LExs49|
zFd=npbVoK_y|5FhtKY9*unJYk>Z=|lt{%UG8@BA5K^iP0pFW)_zDBO*kZ?9*6S`>H
z$q#R5&eu)HNKo9|=&=ZopkPh5IJ!6JSIxX}rh}eceD&rk1=xLmD`kucsjTZ!hKIzd
z7JMfcG!&&D#LpF+U@86#zF(e3+@(0r#|G+eH~r)F^*ZfQh?Lkk^fi(<4GYI*h??81
zI#y1c<lFG|8Oa-ofP?7W^9bPkI+{6L`PjHgpH(KpHhft_HPi@KD;bjF0pHsO*&NTQ
z)#scIOb+aNXS<_q!Cq6rqUiToOTY$MjvhmTVOl~Kv)Dfj0=$KV`JNRoEftssoziM+
z3q+3u_za=0N80Mfo`bnvS*(p%H7~_;*6Z%Fv4C7+gC*y;afT#}gt;>NP(MB6l`Oyf
zI*YL=Qj3(NQ+YZ59p<kn^&Xtk`Q_mUUbrdMC1=a^Z4ew*;=K7#Y4P%sq#C#6)bpMn
z&c+cL@!&N(glN^ve7o+WW&5X#^SfYeu4GzT;a*Ppu-~_@X*9J^czXxex0x=`q?B?2
zh0CKIM!<$eJ;o5Ojn!@INj19@AghooD!tdRN0wKbC}*|o7ik?otuoQ4>MGcy``xpv
ze91o`5LlnDDZfYgZ#@<EzJyczdWKlW(RzU5?abhyXrH2c(Hb<A>{vWD8tG36o)fkI
z4@hqRACP?KACNo@0Lg&AUd8EM07(81w88g*g=i(DIA;60BmB9fxTV8yK-7O0@09x=
zXd$_T^6yI;qSot2Tf;xMZv(9No}j~!cM;(pKo&bkl_Af6AnUoF#16n%lf{;iIceRy
ziylB_t+{xUH$N->qxQN2WgP9lgF-K6`w$sC(|+<T%^dE`A1)*68zSoaz;3@JEH!5O
zY**RVEDwtL^31jfc)P>215jp)kRbOx+ROe`oX9tCNB>oXh9n?V@#U5#a269<;Sf$%
z?|xpc2TpHa{29PE!+PoSo&PWw$MfAe)gGzmJY|HO`){zF0o2>{>U4SHGXoG_oGR-6
zMlev$=A`V%eUfff1ASEtjul`F_UllQ&4adZ@fxR*rxvxoHGdHB?@~Z^gngMb<_)F0
zr(%-VUFVn@bA-W~!m`Vq@O#0;S`a!68UmWAIb(3I`SMy+74HVuR^G_!&Ve#e1E<R@
zop;#`Cn|4LX@2#<x7Y*X9l8bR<Dw7DD*Uv`>8r72szH8%1hmU{<xVUyRl!Ntx>9Zc
z*=;0HG+?xLeQeP<RGj~i;Ss<Tyj#k6?8WwDeY8bV6diT<=`A1ioy6xQxdN+ubfd9v
zh&c&=OR8wT_?|WN_RUfW^t(6HWa;|yQ}&=Pt#IWh2aO2U@ardy=1F94_<gA!%kRd!
zK%<E<%RV4!Zj$%vBtD<N{W;p)+UNz%?VWFsF%M;R72jpYfun~S2HP*S@_YaivBwbo
z=<7@SMYJZ3_**4K2Lz8H;p-Uqblhr_A@EgGfM$*Nj=utMJUKW1kxm35fJ8$Z>X^o*
z|Nf&kbH$_<3XA|xwKh}!yDJo1FS;@WzEcK@+4Adu?=S|~8V$BtHx4Kg_V9OM1jQ+y
zq&j+smxBMcyz5(9n)~#2iwPrgeKcz1#=QiGoApch*HJv+^5``Ih4Or`g>gqKm`^kL
zY*AH?cPwAZBS6joYj!j|C0Vg0TRw#2r+P)EzfH$muZKox)5${dNkJVgbcv}VQJgmK
z6m{G0C`HbUR0Oy~45sDi=lyygNmtgZ<_LS}ROmu;xIZ&dGU^d(3&R7=7CGP~P+Bgh
z*KUe*B6vauT@XCB>I$BFkhf>+z9md;AFLw6d6M|^yosJDrxA-2dlC3=o^b}zj_w+s
zyOQR07TL5_JQB#}!^VvW3IiFK*<3DgFfmm&lYIvzUFTgstEq9SL3bwsUZ|;YnL321
z-c^+s+uN!A>}#<$RJ>5hR}pTXN7v_jUs#wOFZf+I1wvyDAJJi_SLC^UGdK*(O*KH`
zX!U2VrRX>oq-%`oia@H5C*h;j6y$8nL^PXc2~Aebf;lDBFUcOdG;|t{Yhd><rhG82
z6;&8$**bnK8eF?|nXG&@`KH4KX0WJ_v?{PjuGUSd7|m<xVh~58RfR>_rMD&b&ZAfg
zGTtOkBVYwyNV56FaXADOLIO?zG>T&-Pq!}+kSbIC@3Wuz%r$YF=-Dh`h^n)wMQ?P!
z7@zUNw7q;;#C*lFUO~rO`8G%Ix|7#yeQHgFn4GBrdsyQSONMisrecZ7KqnS;r<d}u
z>DRfddn*9ct4f>@OuS-h<UqkjneCSLq)4EmucExrIA&blG>3cVL3m8gz5)7@HG1H_
zH_u_2gxo?`G@I?d`(+>4zG~>Vb@-N6``@<@cxhtIQx-CC**aBO+{R61M0WZ97$<(g
zS7Vmd<N^xA+`Zxv{L~Fu+$q>Hoz4l|1%nCQ3hH6&ilC#cB&^YhcLJ4xW-Oa*01Lcp
z*?bmf&82$kaJZK6@p6!BfN9F}r$vI;R@&+DZ-zsMtnB<{nqaUQjkk}63P<bHtV54A
zZGsOek99O_<!c~c;TYH5*IZh1&d}^}10g!v;x^P=$J6P9dR|{0LCv9>eH8xlayQL+
z>LK6q!96o)ypah6pVW;^UsULp(Gq;g{C<{lo`khI=!kb+RA<zS&Icd+l#-o`k7R-u
z1vl%ro@Ey<IKDqGDr6Xv*J9~RIF}`!hAvIca<64XD`n6d;Bugj>i7mF&VNd2_8+`w
zt(?k3<%-pysEo@hm=s5WB}6Bi5Ne+EhAnowgvN^pCgAgDne#|)GqEm=sX!n}c-NtK
znVI}k=amx3kje_nvKdJ&{qtuM9GWWK>-m;Cm^dv7+JXJP9TOX})OVL_Vc>Y@BBUs`
zq`~Hd#6ctH>^PM^+DlvJ#etgZsE;ld_gz}?t=^nwOW9uht-<_DKZQ7RE`=vypSspg
zp_rrAG<rXFvQ($-Vo_g>6p5z<W1tN3>-a7pJRP=1?6YZeeA<qQnJ6g+`EJjfVgxf(
zJHjuo9X<jJ4gp=|M=eHTNf&>{`L{`zpVA_JeB*o`bZ3!T+tmrjr9I@dI8G`WKi;4&
z1gqbDW5HkH#tK70$w~e|e;Fk{Zr}Qr{p;Ct>)<il>x%REFSO!6_9|Ri5aj&_xQxXa
zUf$Sn8r7%rQP{hy9BMYjW-X8DL<)|@S~k?DQsaMZ$(XFQww-QmMm-nN*^)3<BZZqJ
zac%bg4EZS7)|uB-!Ch~FH)eu$`7+d}m{8BkS)_;c1=XOLZjhywf73o}+~qVmmerfl
z=9AlKtD(O*Po%1Ip!*M$I_aNJ$Rh|cWGxqC69|X(J*BoxT(ECO<Y67NX_8Cv<6|lY
z_JjlEzi-P)nBI|~CuaiFJb3cw+mFO~Q)6uk-m=<ar0c8`$cl;gg$_c*LFq+QKS{`o
zYDZs!_W)JOl)2y09d#J}fJG;9#|F;*noy2U0vq1q<=y)3^9MIA)?;R+3vZ!6du%Yf
zcF)Hx(>ON)(-x=iN75EZ1^!c+Bv6z{fmoD38u~Y63>H&2J0bY-N8bAN9rYO}0z^vU
zR>U72h_3}L0e{h(&X25Zo3VoMdoF8qjfB&pP}eQyIsSN>WTc=Wl$VzYb`G+__76PG
ze4eI4g!}MBNWS_=Fee*fxQiM~exmQc!{*9Bj~jsxxbhk4n2puelnREZ5&o=sTtjHN
zhl<K0AW;3w<C9;$C;H9E#Y{GzblVv@!p2yeOK$$q6R0E;46#k)4w8gA$dA&=JkeZ5
z4}32)=GHVyIp9@?${cy32y1Db6|zGo`WkzY7t^BX*+m$L7MICk222_BOm+It=qn%<
zSeu*O5`}})_oV_kATVfW=i79V<HK<_i-h%^l*{S=KvKavzVIxXwEOR|>RBRjohwt_
z(b0!Ob{zg>u|<Px*3SY1z2`XJggI(SKLMpZ;I!&+&o|V0)~)v)KZkBr$C(tB%wm%F
zS50pv^?E2nRlv9c3s@#AJ4^d~qHI6wjs*P`49tJ{aqR&&f2q;@SWf;=_UIOj3UfQJ
z^+Up^4j?-<TZXAW-pEu#)2#)wNyvel;8=xTP79on96XV8Q%V+yRkt21mUjsWm_;RP
zGwla;Y_9i80p7I{OEc$HgtFJsxXEn2lxUozuQVEiEtQCuL#dlaz8bKm2u&&Q_Jq-q
zrKHT#?}|fDKLRCu-i3=ph}k@gm-3|zhoT6LENBYBXHx2A<cOvBYx~uH6*kLC9v#xp
zRsHeuIxfh@L$uRB`<==5DjQ|n-Jp&iKYtIY`mH%2sLZ;aJU>auRCCm<{7o}u@o?GI
ziA+7|$&=%Q#B;CUKO5X6O0J6d&kR7%nU1}MX{oduTNCQNx7K?vJ;_Jv?@+(G2bj_o
zO$rZ}D0Ch(P5@J9S{n1z!)_glKYcRg9QsdYXajk>(tmNjquZfR@Gl<A&wcl*HTG0f
zh%5ZyQt`n)6{r~csQ1$zp=wIs)L*KrQKzkt;`_A51^I-tpLKGy`5e@O6nle|t}W!8
zxb)R#A4mSBLh(L)!8<?dLnoUn+S0rq$(RB0Km-wEn!lY~Y@Q^b=NAm8b+zuz2|CbQ
zV&Y$wE+Or=?^q6U&+tV4W*ZJnEf+7)QXj4crRn_efVjac$MQOi3>+tN%CeytG6Z|?
zo4t!Pbqq(_rzo2O1?I}E@_-mS?aXBD`3{yOZzrb?Y~7wgC$fj2-|f&DJz>@HGaERQ
zI=0ko)3{EH`Z7ML8!vLZY-i7pMvEeyC65L1Nx{6Jt#eV0(qLlH^RR1}@~w*@*quSG
zndZ%(wD7J>ur??07}wMECo~3q{;1Z0C=4|DQSTLVqZ*I>NS|(j9Eg2)5>4Wzx|)0O
zb{`*2^j3v>iY%N7yJ&cwXv^@we89oW+a8<*3Ex6rqK#WV-SiZGOzZ2Dohz-+m_kEx
z{irZo=jrvUArwNye~SvBqf9pU+h}u=xN4tN#sX41*%!#It>F2e)LR=LE!k+TD47|5
zK0!5VzWMA)ODIj4DA6VPKloS)a6Ww8N0ayb>%N2u9E|tUFW!;+=!Elq<8J^mh8Y&{
z(%diOmf-Fn=y`n;65R2Rn%@2HP)uu#YU3s{R11aZ*xu-PVqif8nPW@0l@Y-3rV_k4
z-#AFPbPG|V5X=A3K=k9XjHC^HbkY^U?Z<exEj{?+K#h|TUpFYY`?3}gV0KAO=$ZKZ
zR(m`^dE}|Z;1CbO2Cx&p3)Nu$p=?N_i{&ScI3=}b*U$X|71(O1(|}^0v3(MT6|X_a
z5c45Nv@En_RBZY-zXf^jadpa&ma9>q??Hoa?!WJLkPvVsd_e<ca_*7Cmcw0Tc$VsA
zytb$X45-#G=avLwr=z#lx4fBoh<!bhC^T2c3%umx>l^UyWzB1pBl60~*+|`Zt;F}-
zuZE{<s_re+>AQNcrIc*nil4Kwpzl*A?NQ1FNRd>*c;k&l(KE1j#hOFB-|FzaIaxo1
z$tBqvF?<@$gCNHmv1nC(AEia8^~>q1zneEUoEMv_6dPW>$dv+T^8K(KAI-Sjv5EU@
zDtFa|V}jqcZ2cK74o+MF7x8ZAgw&PCzWlM2I4~psk5H69Sq-!Z)xy@r%|)ix?5(;*
zIG9`tE`uodiM*v{OHht@B6ndK0~Up6o{?W+JG~0S<#K=jwU8ulm9$k%UnXUSVSI5d
z$GP%Fdymr&`<>aFBl+2XAU4w1nIH09NntBk%cPIWrNwwO7RkxQw(*#VbOAT@Gjyxc
z{thUZ@|AR$--N-J$l-G!y^xc}g5HB2!mB~HxoBGTjbmWpUGVxhSjV*x3PGiZ)>;|x
znfI=IGuM0Ypl6@`@`V)leK=GA@VRlDjmK97RsR)~<{oNoR&HdO_?zQF=|7*`4SlC@
zCCafl1gQ=i9Ok3f*6cR)6G!5KX&e_v)l*VIlJ#y*H4eK1MT0dv=|=3co9z*gTIFvB
z9wO5N+-dR%7VXKagixlCp3Vi)$Bn?S2$5@)*~ia~zFev~!2KL~->~(zp~#K(XK1sI
zZU8-V%$nq>d3x}AfiON!9S!(A0B%Kln#&+5-s1S}pL@E+5>_1u^kNeYz|O0Hqwu((
z3fMBxi5*Xqm@r=<L58@MF8cO7^SM=iGMUb6KP)!KVygc$-5Zx93f`>yb%h`|%yOo$
zi2`14jhMX3rdj`-V3=w?pKjV{_%r($;|0dCV!9epb~pDoIz|=QvxmG~Zdnp;hPn?#
zZpsj(#*_ZSU&~%*gEHi{7fl=@;e(E|vtxy_6M3+?ITR|{5Qb^8PIeX)26Z@zf32_Y
zY%f1(74956N0p>as#<)x<(;Wf<@}%#%|WnYJor9PLCj@6GS88u=2V%Wb1Dom$a5z#
zzLj0QM^&CcdnODiWt73cJqO9p;>Uf_%%;aUBEYgJBwWZSKSj^m5lpax5=1APM^gKz
ze)8HsNfgs>B6=!PQ3~a_pZO6)K)55$oSMIr!1OG#HG{RE+NQhAtoi#9ErZ(WbOC@=
z2qtmg0Yu)U?ekA8e;@Xf7M-DKCUj4H4>!lZF*pko_$5L`9taR>EsMc^+4Wz}Juywk
zy}Cp9yu8wy5;-x*fHH1*(+)GjN8`=Qbw9u_rxN&dmbqn84Tpl3-d+6mJK5_tP7t}c
zYVljKrW@jmT}9;zL<0=s0!;8n?IZF}UBN9L<>#Dkg(nO(xUy0**r=ou7SE@wC7p6q
z)l(xOCWY4J<oKbJ(9__PaZ!+{#qERh<VQ~|{;0ePDhp$Y8{vL@m@R3LR>NgP2PZcd
z@pvJ$J)p2Mo|-E}b<oBML_k5JXzBJVD|FbUk>iEAhIWAIM9MGm;x~5u2`=@0Eiv8o
z<qiSJyY9So{k^B@aj)p;s>fFhjO(Okbt<%x;IF2QxVUuoYP=5CVLP4SP9=Sjs9=F#
z<fO*uwW>x!#&yk_jhw@uwBvyA?95ohIV7CmxJBE%E4i6ggp1!mf;6tME*hMgBf6S2
z%LxdwNt}~>sM`O?!&2+dct@)kNspX)v+2S~@m)VAPOZ;0XMfDEkgIife39JJ;g*LN
z9+xd>xy)f8EBQh3Hg9PP-GrV)X*I>?XPIIK83?}st+wt*y3#R?_qAS1sX9otR~8WM
zOc8+xSd3&$D~?=p=-1>x&!BS(M=JZzM{5s7b7!nLQL{C3{L_eA^DJ6Xi}V4-7A~F3
zrr}UpTqjkU!56Z>1$=k`)6W?j`a!>(Cam+`VaYcJiN1wq2TG0{?dulMJx<P|ZzP6l
z^Y@y!-<NYh+TFoP>u+&>YhJwc#6vt_sh_Y>nE4vY-)JVN+a>5`!Yh#8pF#^?bI(&S
zW5cVl)uAB^CzGo~MtpdI$i;m(pk1Z0IwomLkku=&^roWGTu!7bVv(LqlOY^;I)C3I
zIhKit){uxBtqRY2ZsG4w%E&}GDxcr}OGFMP^g0he2_P?aIQE6ZNyrI0EP`|AwUUHo
zJ-ze~eu}@&(~9kRr$O7Y#1Pv2l^<6daW#k1;BU!m1<BZHTcw_M3pv@>9Y)zA-Z&vx
zzeY*lL~Oq?HXgIy=uNftObnWFz+2jm3{%w60SXOrzgc{|MLrU4jPTT=b4sbGMe}%G
zjXzO}dW!Bd+J>ax|L^Xol`lk#nzB+amhxM`u_TWQh5^B2^reJCS>=o!9ceKMMvL)9
zqU9o9^aU2pqB>v3NYzadDBLf^HEg)mVHKMZm^6Y1rj+r!rI>7?`gN)mdfsZBGHS@@
z5fAAVfpI;!SztsZyagwj!NyE#7=@K{iT6H8{}gwtae=rg$RC0nA#QW4ARs~JjtfoJ
z_pCy}cja$DiM98st#UKPwidvpd^&62sv>HpuN@(1vavC%9150kd=XYPs-xzxpG;ef
zX`S8DO-Wz!@7@DqYp+xWv1knpeWs_XC|$VKhS)$f(c7i$@jqu6c>F64%lKjbCEvF>
zjU!SR;i&1Qc2!G<Tgr<B9FhFtX8-NC(^Y6?FWyeo9fi%U*C~*d?3}+>6@3(=Pw;Lw
z0Ko<j)e=m?C1U>ANnbr1Y>jZ{(GR(P=bz%Y^Ub<6y4@#9=fgy?6rp~lwW6$f>mmnf
z4Ju1`0))-XkM{R0oV+}75$q}f+`vkGbX5-0WYl;51JPx@XnsmqniAlt70J<SS~_M*
z9$%e+mr@N7=fnVDH}3z+x@Y>Abq_daSf*6n1`VbcUdG$+{|8Fb-TNT6qrw27&*FD)
zN?rjeX*y~D2UA&{`#kn7vgD?D)!`v!us%=v4K0}F{=?yw1T<vgL=!00%K=apK!1TQ
zz#D8xiDKQixnm;^r;s~g#C&lOXQXf0+S>%|sKE?0c;-dR|G-Ff8Ug(Ot;@g-@EACp
zFSgE7cSYU?AN(-L5cDxlC?yJq+}dg|jQ$QSd^VR=GQ~!imzt2^Z9_b@2?kDxW_H_o
z&JG_2)^{S|@0L$LT4uBdXwvjP<sakWBF;)zvi$JT$c=3Qnh+Fmv+>S1nFQ4JzKxr-
zl`^XrA2;+#?{9>|3WB<a%I4k2S-j@3bEw_K;?}ptANp>_bkDhs0mS`Y%*7>12I(wI
zhW}>5EvKO!^F0Q_?>tW;m$=Og(KNue?1n;vc(D~A5QTQfOzP#m;5!Ih4YQQnM+rJn
zG`=ccri4eiF!}fR%<ST4<iqB6eh*cc2QuQag--mOBnc%R*R@*YVOW3+G%FXLH=T|W
zE(1m)Ka&>_<YVT7ctUv)Ric%T*lCAMFWJ;Rjh?|!kz@_p?By?^j`LTfejc`Z%5CQk
zBv468>yy2zXOzJ-+bkb$3#aI-g6Dk~{(hGYR@jj4$P(imR_x^nUiT}fh0;|G{Iow#
z025K2Z0!JZ9Ihm?qTLD&2$u4bp5=GXiFYSnw00Q^K+L&-jv*-#(Oki!duk9oc`8FL
z*g*ON|KQ~xztuoA^NEx4)dc=8-zsqrO5zP&MrwOD-f(Y$WS4quqm_Zkzh0?0dhw}Q
z(b9_c*#3mk0fL~jJ4{!D^s$T>aw>0$?TzDPH{I87%R-Cg?uklpxsiUM&iIu1+wF%X
zMu<6ovGvE0C<#@SJ|z@$ki-?k2!8+Kcd&0zeDQ_-u-7e(0gX!%H(B)jvn9k>7Sd4m
z>D2Rx-qJ%f?*!U-^TZLpCi{h>NY1!C+NyD@qh~zldK-lfwSK+1{!RC#=igNNkuOjE
zfWOn!V{F+cJShZ!hMmWx3%^~fpFx(iCq1S@Omi%w!b7_f<pko;xGIbUGg62vCcoYt
zPu^ZPEk+VNcptm;#ct#?P2e{5{(hD0S`}HjDzfGS0B2}TbljV(HO<)jB*eF7+`@*z
z`)H09yBDq!GWa!BPGT@0vgR?KQ}M0$@CEPkjZ>W#e0H&cIx3=t7mxuX@QzhEc0Qh_
zuP(%4z^|0udYvV|E|R@%&&lyDV#{ouFfl<Fk(vckv_!KhHcM$n4@itsZT<?`MDU~z
zv^oY__PMD;%#-iF6p!NCqk!-UgiBNwVoB6n*w)O59fIB{@;C?y0!()cwMHPM4nYtd
zkaZ$X6tN_iQ;KjRjQ_o7H|zsyHv4WMo+r+V9RBI&L06_OP&+@#dxp-5CWe?{H`rx+
z1(u3nf%FFpQ+{R4bWx9q-_q=UiY6h{Ge$z?I(~G_4fMmzErw18cI@`fx4`y~B^{iO
z_Ig`|u>qYFN&qaDED+<!XCgdaa_J;MpEL9GEy$r?k0$=h!xOT&Xme^l3uBE&AN92y
zd2$HV2XQ-0p$A;y&h|cmH(^0an!H7SW~{dDe<0%8Lh=7VN6_+@x=;UT%%s+9|6&ee
zf;M3uie@U6`7<z~M$su*d2!itcnSSdK5Ae?NMFP8@WgK~!&x0)$d?xk&9F)r#|lU}
z*Tu(Vd&GRA8qz^kM*Ovjqr=&+>_F`!_6hRpywb8jALF6pzv|qoe*Gjt<14Anh)3)0
zlf?#H&@7xBFV+hwiuAh_jo3Ex;WYRh<NPE-nFdU($hoQh!#sBjG8eS|K=i7~EfriB
zL%jvSb_hGv{Z*~fr+8W0w>ulCN^9om2YBmK|ACZg?MUW3w%3A^W0F5A(ydB3Hx;>`
zRFYtrX=HY$f1b}olzOfYhFz)YKQ<ZNRs3=M4)%;-ZKLCgIRhKy^;bjH`HQW0E<nMz
zdP36HTo-Jni2iA5`STnKw|^rl#h%`++uf3&1}1`AZTAvt4fyRvQVr=+!7t5I@wGy9
zu!tsp%uiEU2r|cN&#|)}k7K_4h3lx86PFBF;rS!I)1I`@%0mMSdUQ)hc?~SdKom<&
zqZvH>;0;fT{rN%)mo^$)kRXy1QK>oZ#(|0LX)5(PVGqdom>6d3Qrv7m6Bh8enJN3m
z=Yv^&&Y=y&$HOb2!_`fGZNYfhKL0^0?n;%<0!L20#}kt-kL3On%dtPFL*me`Gc<-Z
zG1n@nMS>WFxxf=Rs;btUE$E#OG&3`P12NTx&d6J%-jzPixPa((X6?~O+TcBR83>V&
zbE$hYQt21tOpmq017E;q<usr?Ht6o7$o9kWO(wkdV6mn3@v(dDkAz_1+S}i&Gi<gJ
zUJOsZr(}Y%F$1Pa9bxD^!MK>0f8RelNw(Yls(%NkLt{9qX#^*OZCZyOb;;Zz>83Ge
zjL_f)hM|COQ>@cRnJA8TGgh_E-VHf#0*HDNo=0B(cBdz$6ZEa#8OHGNmAYx$9FzOm
zKe2S1IooOIaIN~L!mim=R9n^WMAQy5)8+L04AOVayK@=i=e4Ph<k4qqrnFs(2vIoV
z(&u|<CgD7$XJT?5MO7@@0ki`0O+^AuywA3b#*iRfCz65$6>>QIrajhk<7UaM3rJ_|
zj5>T#asR$hse_RS8L@;K^-Jo=j%x?*0~s%sSD{SZx!}Z1DsNDS!)0)dPQG2I0iJYg
z*%;CQE|j-K!6)EeN27K*G<(dp1kAyC$)(?`F!RPmhbpFHTM7`!{SF5*9}sBLvnN$X
z&#UcXO6bxY`WHR>vctA5<ZD&h0S0fLU=#f7b)3{=XPdXn)LMxvTs+GtqcyfInqBjA
z<!-tADC`nz1Q(3T`a(WTF}(EUhEl-<L=BhP6~1dS=d?zoXd~@MuMr$UE|WVZRl|h$
zmT`}bRKcHk8?c`c6yR*xn%X+X?$R6K;xXAYb<dRVj_+(dntf+!+CXKZ^l;03JTKEB
zmn!r(R?hrc{*OV@ti93_$ARY>wuvOiDLN+f_YO!4@N(j!uR-1kZ-1}VjVM<C9Y;2e
zuQ2}y(t}r?+eFk{aDfqc(AT31pj^>Q;VQcj8`;eVwXh|-b18}Jd^%oU!l-v5_t8Lr
zmT@aVQ1FkR2|{zE3lci9Vl^!0&6a~IOl-qZ7f2vWI*bQsXo(zQT91>HgU3t^I#ZR#
zxx>indutUAs9PTVM1Ex|G^Yk}56DfXK2i|e$+OPQ6zK`yJUmVXG**M+iq8%iN%*rr
z>9()Gob8sJlDw=@k18DB`Zi})&e0>=*hmmZquKP7^9)eCs;*v#{!CS4*j<_En0%P!
zEU|wN82Hlz)f)JJhX!%v;J<30D4GPA@C)uyX}h;=&|0Ob%_{>U0!Cmuuc>vCC6fj8
zs5NtkReWX7?X$%xhQNPSY0TB~H8Pt$**7#-sj_CtP_fHPC<NR{95rRY2TiR<r{~_i
z3T#dK{9Si>sC+VCUyg3Ky3C{L(4h6haFRm$Di>&KMqQ}*Te)~fZz6G)Sfi!-=k|lF
zB>M~IK=ff%MGA84MZhFt#>EhCR>OnjW3-3ZPrA2-4;*I}?U%31XO>1aJDaFX7{J*&
z1|C111P?_C#wV<oE%n$^?4`_1)Upjo)r--5&-x_H9qu*eWki<e@U$lp*k_)sN5$9X
zS@=Xdrd}q9&PjE@76+RpBqhS{Zcr7t+*)-M%aUr7$3#ZlyKt#1X_{8ZV>!v&jLaex
z(;yS|+PG7srnZts8&hsY(K%~Nh~P#cmam`C+Qqj22vWg^7RvT7y+2Wr2I#zK5`x5%
z*MGO;!3wSoDz*qgFyAaS>Ay%a06<G1u%~<mjLX4{2<V%C)iW)Ps(d2ArmaSA#khBQ
z$iA)r5>kdWn(*DHiZv4<Ng8x+NLy5-4TRMzw!80w(PZC~sz^V3Ore0fnXm8CDhY$P
z2!N@&d2yd|J1FkC1GE5Wv&x+?;ANiB3$JsaRyM}h_WE|JsfLh$X7kQWvyU*yfsTXX
ztYd);@8jDBo0b|iP;St<eWN>=HeW86OgMyl2+Zc%`X5Mt3|gM9$#|1j#V_J<86too
zNyOh^`_@nLF_pY)bd>(^{S`EaRR!;ZBrtkRx%zo{xLf;pG(H;P2P6pv5j<fn-olwh
zY6a>PxIz}BJ@zUj_Fl;0P)Q(=!oX$Txyl21A^n+7+Z{fuHN9H2k<mSvpzgh<+`rw~
z999`lufW*?;B`27TXqm{(u3Sb)gfh0+apu~B&2)xvc9uq0W0VeoqT3oGxUYN9E20b
zha?g%4rVjpvp0@;+|bQ>)$b#OD(fnbU<?8<Hw0Y%4RwC9)3K<{V0bbG4XnaGmOT9d
zr8Gz-Sax=MS&NTL1ig<!6+sG#!`D|Xls;4aRLs<L;4R2L!qAdX8cBpAraBr4f4;4V
zG}kLP9xDI~302pcS|+Tyu&(;BKdP#A`3mQw*H{0Dw%Cf{Iyw0>yZ|g}E*7TwuBcgS
z<S(zgFMPu(1G)%WLc1z&jBC9@XI*=e{NacZfU>4x{kLslq|F4%V!bZtl^b-z+Q;6&
zb}$JL=3OP`aTS{MxLhP7_vKUR8gmadu=#D<A7%jpQqqs-^-Rq%_ma5c*{K_BUpX1f
zvKG`xK*&-SGd#X??&5VtKx2wJf}O$Qjh1}H)9-R0ohv7elv(|9oRapvE@kA~By#`#
zQ*hLq&(17j6ph&ajA2W^In7F(BXbKyW0|?&2)k*gcMWeonR#4=#`yeMX<x?31v7Ph
zb!Zjww_gv*_BWZBZy)K5Z)~J>zbonRQ-QUnh7>+79^~*@xhR(D#~y3m{*Cy+?TJ;Z
z*!Vq`<Wpgr;oy&l<vtMR%zo~9zU-{-!MHc2TQf>`#<xz6pK3?z(f>{t9Q_Y8_A-V#
zFQQF+DC2cWr}VvM6VZVDm&Q7%WtT&v>(UycTxBZKPy<_GmN4Ras%ORlb)^Bal^iht
zIx$kLTQ*FzqpnoKG^Hq-CMvPOY7YkObfg)K-ax!4!oxESw;u4U{Pf92<c@|slN>_`
zj60c72nQ+Ec;+fk+oh7~{>n!W7f3r(<W>KKCvmz2V{9y9#8;UQSwhv+MvT+1plS1U
z%95?~V3Wyw0>ZYHOn#=20o*s!H7lj3v#*(OHEs{J#U(5DU=*q*?_NX(zUff{dsTms
zo1;J#QoYQUt}JuI7>VHBw`%DU^w{x<;}sV&Nx=NMJihZQv>$HJ(LRj)RtE!r(Ww<g
z-Xr9K_P9!feQW+Ar%IyEjISnFtn_V0xuHhP&Ep;C!PkSh^TeVKl+G0vgG1M}nz$S9
z#mjlk`o+@F<&1LJ^Kla-X|?qXygWq<^m2}8InnP-9(Ck09Wbeiy-%3c7KGIKCeQZP
zG#ED;3Sh}*bl9WgGI1h6XS-JvyX@vHY~{Oc_2)GGMn?10q+&4{!rVMrjcUgK(2pp%
zKXLRvH@)a-qCS*m!BtK428V5wnsGyW1zd9<2ZWpxP)I~^z6eF6a3hJ+x|V225q4^R
zcQg*%xAutCPW;!yscc1d-tY$8Po{91E|C=zZiRum%x7_R$@V@}-*r@umF~P0%#}8|
z*P0FPzAApv2-|R2%5CSROur~}*qNJ@rYxu23oO-h3<ty=y^y`$kNA4sq7ggxLL`HH
zZ75a@BL~cHK?KIH&LjroiGAOF#1Zp%^W}WfLuYBk|HIZ>g|*Q=P`|<5DefdV!Cgww
z;1Hn2U5Zn@1zH+hiiBXrT?!O;THGB9g`x#YaVSuvwC|bzzwbHExi}a5B2SWw$z*2s
zUVE+IGB^1<ou91+2CXQk2{lQ9zE1^inhx1$^F(A*r<K#T`o`H>Z43qNV$u4Q&@8H_
zT#l+oK7pzXC%i2wp(`Fm03K@}W<LyWD@-v@_q*YKeU)+^=gRlW1a=vgWxTBdWz;dm
zdYLQN2{Q*#h`3`{*I6dvEaOIeM(Q}bmRU>z@rH%z0~$doxzB;FhMkaNa|FpTvQR6a
zK@(>UbrII&b9O=hEq~@`eequNABw(N<Ekb;?nvPYQF{Z_N5y{f!rvhlUosLSROZI<
zG&9xH)1E8ZWfi7#4VCkn1xjKir7lywudWE^Hko;cvJn`YKv-q}tWuRG#c&~2zlg~{
zo&=;Rg^&8vTw@ZkD|+<h(p<CDk<aswZ=kFCa34Zy3aA@_UgN<*db%3)jv5kaDVKZv
ze(iwHuQNbX;1RqiPe!ZZ1RbY|aZRr?1Z=SIv_$pUj?@@st*>FO$%oyCv8RwL3(1Xp
zW*bNhDA0=KEri0{xbl-w%32m*`SZk#9!5C4h(y$4BqyqK=5?H3CM@w{c;Tb6eY1E(
zKxJ&vG^E<<ksnttkrGY#^+7k4_EPy|Q7hGBd1g=LlUA#XeQ@Tp(=rNW8lHSY%*B^+
z^`7_Soqeo(@jxd(WK2NfEi}zH7E72PD*f(DhWRS6BIxy<4Y~6PuXw_#@qNR5s9!BR
zK^iLYNs&oaQ~Rs_T(?}z^iW;}d;939^!Gc*EcU#tFMvZ7g5@Qb*ZtAp=`)AK?6!|r
zl|T#|v_-Z4i06~gvbN{U9`;wpsOVo_l4X4)T5w<8sqWkM>uEkZp7zr=1&gg&-9oE~
z7KV)szDN|o_SxPMTGdfav;(|GRhuitA%1&_9DTb!KqRa9`%DXf2g5&Vzj^2^ShlKL
z3yg-jyN+V6oNir8^I>Du&U9iX(fko?%eBVmWbIdAOcU0|KU+Ls@KXF6m{1RN(%B+G
zo<jcNT_c_FNFI^v!;SD5e&vl&nXe1Y0^!S0OWN}VjaQ)7<tCVtOB5)BiiFESCfn=Z
z%%l~VNf3Jx1JlAZj>hsV?D4GPaGM6R8Q!O}MS2+>TR}nHF3|U+HQ>)i@8~NuuSUdM
z_--s)aN!}+*sY}vB9-w~GVhLO)!K6+7D3L4$#fgG*L%EZ>cXK9f|u(<t83W6GuTiQ
zn}>#15&)gR+BtJY^Ft3!;(%rp^N~xo6!>$8K#smX9}AUI=f6MGWNa?e`M49KIQ%2y
zjP7{VIKLW5EwbD|x9+AYTV~bg==`e-TkO(B_tD4?T~i#o${=^qpK*!BL$DYk^;XBK
zMzqs(rl|2?2D>Y#HcbdcZ_@cUQl85WX_s~5GD_(1h=t^i{eK`bv@vuypOtib@{isz
zbfo>@^x@B(YGj6Iz~j8wTk~@>HU{LbcntIB?yCS_Q@O_!M+f+uBl_c_bkCNyDbPMF
z%7n`Jjn2Vdn_?fY3JacLeOuqm3g*K*M<39Gezi*ljLrU#E1G-z<nbGkfpiE;;`2&)
zN66n4^PH*d7-7G$AUqAas}P`$EyB)o{f3_86v<hl$@}9Jl#a{W=Tn;68&3~P7Qqht
zp$G&mW7>t5$uu4(tVi83HvR|dct&e#|LLk6@*k+_y5J@*^$q>)hd;b=uaEz@{Q2f+
zt1*zgH}vqMYy6?|D(3ce+iQWqf}3?&Hl#ob0rdXyz(>)KB5XR<gOR8usr8=o*%VN{
z{Hh>M8sj+mKGPk<aX+XnhJ~zcpDHaU1faY4i{kT0PRMWs5k3d#s+Dj?wL&D}v9;#E
zX>1{=m@NUD5(C?sjuPY@VtwDXU!lNO6ie#a`LLQsGj7TvC-r)yE7%S$Anvk|Yfea)
zn8h#?kUQkn!p)KWXZbZ(?6{}H(a+`R^INv^McA5unds-;hEaDq_Fb&HT=|EvpdKwO
z^O4Vmm5Ju^O;ddM&bnc1zrQa01eD!~`rAM9wso_cU0p9Jb1W?{Sh~KQ!*EiFRkI@N
zN-wu!+2SxJX?AgXc@iQiS@l?LD(G_aWqp}$ABs}UL>`ZQnwZM1c4V;mv{w@P@b8<c
z#Oke#I>&*j{|v_#Ut%@@m6|XdM@%0K+dNukP1L5^V(rKEdH6!&<-Y~cg*(0%<EOCt
z$bB2r9eC>{FFAW>PLSKV`-h|~`!P!y0-@!^QS3H722W|W9(rRwpK_m8Nii<_LIj>3
zGp1)8AsM<CPDyQyp3ow&C5d0^8zpn_1DXxs*}wa%UuvB1%~SJUP09MVa7_lHYnx*a
zcDHJ@-kGaF#5K)`p&e<?I8?_Z%9Kpf#AkGMX+GySwewhUnfe^<B3(T<XB#{R<0|A*
zBw-eaoy{h5a8!o9I1BeUSlbNu{&2fhsEWyBjlP+pW%P@eyIHxyw=tS`k*S5V5`Rc+
zroRgkAmD;_6WYNKOhc)H?gm;0EhsZ~d_)|SJ{&tQ*bAsKT4PC8bWIU+-`r-zwlhU7
z;;p$2WZ)pUz(LLkW%U>YeZm3#&zBO3dhfC|OY!-fjaTMTk);{@5Pk@ZeT>%!B->y=
z8%XAV?=by0MwJK;<bxO0{V+2vkj|5_Ja8~AL-%7PQv_Z$?DGN#993$plPyd#PYJ<}
zvOYk}7oA`ZQjpL+)hH7ZR9CF3(sU}%i1vZNHU;(q;}EYmDW_eCQ<(Zx@HyU0=@SWB
zItsT;ZEUSP(7kGqeC2p9wH$Vnr1OU=UF5fbc`ZTqEf-X$w2D0!^+wRM3L^zBVD^FX
zLWf2<e%F@L<U|xlS7&Ss(l@nI%cp4w=k<lt*I<z0U`wK`mwJY2r}L(RHw(hKw@K3V
z4HeA5qXh~cdS-}BiNH_W87NaP^Ztu5uB+l_=8rU^Y_EE<O!e*54UDN_nD%KRd|9Q~
ziSb}3Xi)ITQ>}&}oHyo9k2<(it3*e^n;dBZf}k(5#=q7!2#@<u2e03o0B*|%VMC<-
zB?j++J0d5<2n>aP!jfiV@%Xh5{M!6+Q<<wX;{LvM3;cY$6Epz9M+Ck|YpTQ!Xhp4!
zUYs^EV4b@6re;oM0aS3KQ?sW`mR=gK2<OQfy(AoVuu~d?mvjh1h0`ZOg&AZtr;L)f
z0b+AtnuKLP{TC#}!sYYkn`rIQAI&LEMsZI~GJXN}fNZvuW4~$T=<X{4?B~588rxOe
zIHtdW`(7*xv&OWfisC(OL2GT_+e$>8s(AX}A5j}0NCZUZVuZYYPfqeBQ!@<LB26W6
z77jxAyOU08SDB<$^P398;n?HYn1o68?+X;@ai_X~<*_V2Zqe-qP-=^1eH(M}t*xT;
zOI+p(ytMy^q4$Gcv~iQ|z{UQ8!MES2-eEA{y082X<Y^-xS;41F=!7fqALtk<jp5hk
z?{0olQE;?QjL%q5@qvd2PUSn?=Lz*7p5TXusqTxp=;ivqXrdKeUXYD@MKX91&qm?Q
zCXx5|RgJWYIADi)yC$C8HD-v6FK`d_-aie8q}!YIcq}z^TjO)hiNA<;TT%2V#Om-H
zYW=zlq!^H0*wZS~E<F_B^|No5cfHFF6VVS>(M}BEBsHwoH*G-&I91BHhtVzhwK3Q|
z_+A>i*Re}bKS~Ue;um4^?c#6^)}Z9Q{nAH1pjFq4Q|5VNjFXP*>$uSm76Zyk3lZ*A
zI1!AqxI;W_c^(RXS%5Gb6#xLG7GeB~0nv%ury;<C?Q{bQ<~LDazwBcCdQJ8L)m?dw
zPX{=G-fVuE>W5#d)ljGxWacWEp#4o6B;0W9W1qInQl5#j(#j00xmsZy#>8{vl;1lZ
zBpt=bIwd)7+pS9S>+}L_t!V7$iq;?Nhq07qRb<B03{oU76hBgciN4sNwcRI7Q{>v#
zNP0qU%^TYH<xN2EoN~l$4+PQcv7cM+t(Whc{aB*yKLvacHzJ_q7Zjj6jz`A;5XFj>
zj!q;fkYWg*t>NtYu8&_nyE0p#O3bN7Cj&PAPlm1(6Tv2W%jnz+_Zj{?k6-naapI1M
zZ^1eXtvrhv4#{e#_1SxnI7?QzYQlR$l5EUQFrjIxYb8Re9HRC}2c?ku!X4~13(;&%
zUjM@E*sVcWR;v|9MUi2z`783yZA^k#HxD+DQ>M3!E8ZjCug)8xmkq%P@MjM|BpEy@
z)mC?%N10acE5o&5q=hI9=Ol9GtVyn~)7wVo{_HO~8GX8FZ9|$wL<Iw_n6V9src?au
z6&<b<fc7Pps2%n=S`OeONX<TX`N@!lY2)+tXs3y;ChV7AaiY7^FTOrn9yyzlol;9M
zhzV<(<PU$w5&xHTbV1k$=kxGV<ZAxY>m9N;(Y3EcEX5?hT{f1rt$dHu)a3g1wWsHm
zL2rsAO&n4*7K#6Mxa%hPp)hvw%_Jq(njGUFp?-OpU+>aauJ#GoK(ur597=H9&$lVq
z^|S(-L6R<VA&I43r+pnhlDKE(_dhAVc{e{~R~{r0$l4PcNtK|Sip;c>C*K_&53a)&
zR>6#2<i6oEGdhpg^KsKjadn%rt^6N%5;VtO>X>1zo|65%8?uYl{M<sbbFc9>4ELG4
zbPi#?m$mEYgEfoK7So%-W<g%Ij`RCrEyS|y31AY~GVQCCw#CtnmlGKr+|~BpxVaB0
zdILVTUm+8+2D-;uxw2BW11}sb+(r<L+DXLcsPGp-FPojw6f>QarQ{wmZL=`LkG@d)
zQFN^2wCYuhs|E(3B-o&3KoucftCYJeOo2CE=ZidfA$<$WySB*2BA1t$woI8Bq(rov
z9fi47{6q}NxC@{BuHSxZAZUUGq&m~uZtBzRh#ISXdA2{|9TX!yNma8+aoRRdVEbb3
zMCf=o!BKfEPsYXXb;`rnu4#qmzh1#@RNsGRtZ}&Z9jc?c5m0!#o~N3C`>{lyrOsB0
z_@v~o<&_}I;BQ$M1(Lz^6DMYlDncX7OmS*#$<sXDa8OxWQYUL>Z<|&f!(g*huF;D^
zp#WT5yAACg3!AC#kCJEIX1sj6(nAxEQZy9WgG_zH%;y5Jl;(~PZ)_$yf=xt8U6w!8
zm_>-;ZqtDBFyeR&_ScUt<L8K>S+ouvl<~MrH}{vZ$9KPr%D|o<l508GPlz5r%<aZ!
z<4NaMZ3AclGPjW}#?F@32SejR7OOettS<%0^FkQdZun>M7i)UAHhq+hEF8q~dq)d@
z1Ec%sL-8y{cGlvHco`pueG}y_D5!n>G@*}R*Lp4ASdCsiQBeekEwihjL|lxoJ(Q!A
zqLT9?3HisrhgYe609)$S>w@L2RTx_Ccg-f5)x|RaxcaM%lMjBr9i*yiT*%6G@lD$;
z_+}`(+Z$UIJKouQ3k_VX{F=Px)YMTC{;5Sct*7TnVbS*Drhj<*8*C$|3E=7Cjm9mI
zcOES{96nv;eXu@kaxxq?W_wHv-(OGyY>Fam5o~7CVs_9iqw*24XPgA~6T9q=mQwpx
z=?%Qcc)8;*7MqM!;|uAJ@0^Ju1xR25wTNGDiL9c2w<QhtH@JoB!TKAVTo7gDmT^Z8
ztHL05x2Ie0GJbJ^jvmK;2jwdyT)nIyLR7E?HftGZam(;!X607p<`$NXI@UI#dQ*yL
zaR;np0;Qkg!i#Wisg%9z=@*};(8%rxt1P|ERs8T%RvB(Tvi2WH`!>k^ku6Dye`F5E
zLP8}{XeFQhkM|v5femrRUU^CW(#me~11c6^^bT|3^S~aV#A7{gNH;`;VXC=habOT@
z(gsV{$)m*BaK>d(+qULwvVgZc`OlD|bUxQVvVdKh;4_>8=h>j{-_d%zvFv474*Lgx
zT&a0EU6wVz9yLE&!HqQI<UE@)v3(P}C{C^$TX#tDXf&VY@*0TjaS1U~j!P^2&I<kG
z8#`(dcRjNFY6^ge3<=1dO<$#;Y|@kK3>=^0`vaX7TdC=m#K6MWx773Uw$G5R*~`we
zWebe~=?U%~iQangX`U79@i3uhX5o}eawc_T+CbOyO<csWrJt9qPjo#->z4l?7D)K4
zIF-kYpne!?$f$`)`~K@?RLWoy`E7N?TeExuVzuv<EPt_zbtu?m?7A_)C?UI}8Bg0B
zDyULhOpJ;064><<>94p3GJA>Z%bUTb<KG8ubkW3LVZ>nJJV#40E#zO$crA2llg-m0
z2G@bG9gd8QFv|mkYgwJ+K^kQwJHcdG6|lduY-LhNstvM3Um5Y07ptQAJXT7vwc%hC
z97`93ZTUrnJ27Zk^&Y~FS*~WeIFT2pGp_SZjL^S|eQ!Jvs>$xoJ|S%97rR4_*V-2*
zm+xMeghc@aKV1Td_umP8Oz^ia0HwrNm*Uv_l|`mk$wWp95YO+eT(a();!aYUUyNro
z2;)?WW+|NRJcayz5LhM16ERXEGzt&o^g8L;$+#Wd!{+-1dH8)pbGA}4My<}V7h)R;
zV%QG+50os!MNow~xfAk<_3gFSiJkkCkT%R09-DZw^6Y9gQtJ<Le=FW@!63KK6kgsA
zKbd#YM)dg-kz$2}T-}}TwA{+SE37XC|AxGQFFgniy}e%Q>yROo;<)#i@|#MQVtHBi
z>~mkBGvj4jDgZRHwm%p#x%yJtu>jV@d`?P@20bw6%;ZOoB;P-sm3?3c?UQ_GPrlC=
zuZO_x4Oh=q_!_32r<ab2!Xh{FA;6ljmJg2ITIc+c&lqo{lV+$7wdcahhOl+8{n$z|
zC0c1|-L>JVFswtMQK+rf|3DQ3Xg|`J?XX(q!zC02uRsi_w95Pts${oQ_jWyu|Imf9
zYJ>tdC##jH6`=1bK3{~Ro}^Q5d~jJFZV>Nki*%kwQ0Cy!vM~{uV!l-1zw!O~E)HD&
z5;aI4Cs1y%2>#-V6B|d9bE|pG)`rRDd|LmrRH7O4hQYhGgvJl>Bg{2luYbyQngU@C
zo$UqQA58=gWMR0we~1wG(DE=}v78HNB8B*!ewzk;BJ<C*@Lx)qOyw(LOA|ozw2u3-
zYCrD2q*xGx=?q~FD=;T45LU~^X_37%Z~Uq}P4Wg3%Zh*5V#?t=|DL=IQ(BA+4Udp;
zmFkK7a86_1f;Ek<gLg^pAP4EjRQpjV{Le#OYoVbI^vPJe4tClxPmIyOM4cyT>NARk
zCP{-9w&{&CNmaz2*luZTEUBxzFDV#3<to9g(8@T<d=Qn=gtO4%e0k;4=Axew$-CHV
zDR(rH)s(UG?2=ol`a&^j)VQO08}VI0fZd(fz{q1@C2WnRB`#@PT_V>0nzCvh^O3A=
zMjT?y#XKBi6rw{~TRwSFL;$uB(OPj~l|U&4b`<#OS3D20dK<x|#~(Y9ZQc<<SYqxx
zgN_TU*yPeSr-i1&REZNvtLmr;>2V_a9oowM8<Q-Xe;K!k8Dpvl6e}ykFp#LK()uPx
zpdCKHt)whH2BB4&>YME5vE(4>7E$XcyjZUtLjY1JVMo7TJ2}eiR519l4br9=?kGTR
z)1;uZ$NwzN$UAqa>1$V@jI=fR3}mwtEayqC>;y;yw@WOn>(cBm#V`yY5cPiJQc#`;
zHNZCt@U;n^cfzv!K=Rj6qye8A!^Mr$_4HJ)a*)3Q#r;|D9fnVOt*T<(OzrwzK3H8E
z0{iSYxOTI-cLyqEu^cq#i+wXX3xsRcuql^qp)byv*X;El*O0@gg%$BUlPWIn2c0^4
z5~S?{AI_W;{_lS6|Jk?2!N>jQ!4Jo<{kdcPuc7IG7*Km&Oi$6!ErE?#By$J3y)E)P
z{aS|Wm<rbJT6Z^xEt2qg^R0d|GWvS&!kY(Jh+qyfCKLmng+op}%&Uuk0*C2WneBWC
zd5d+gCCKuH&%G;gtnJyS57vo~R&%z%ER7*`!{epy*y0?!IrqyWkw(x`q$F1U2Fqnr
z4$MQ9xXo)#@W*>>Y^mfAf#?4xUQU6HRSE2AR-sFyv=OL=Vw7*CA0aV}>66u4NkLiD
zG2_UmTJ6V&tg_aF#kQo>)3_eJly{bx!nStrZ4xOw6LTf&)3jxbjo>X3T6x$j{Vp_e
zUud5PG7$5{6TW+5dBCSdjhQAPQ01=4@SPMSPvqf19fSRR_x$eBXXB`{DG2T`V%46G
z7F47Zc~h1w?IN?=h%ZI+%9`W1tU%}(BamEn!Bf6yFwtW+1r_Mu$ShCE7W{cPwvL#J
zq3pY@dJ;X;dpIX3L0$CdYS;Os3T~cO=!!aRuA0sis-P1T)Nz<*3m52f1$UXcA8nIK
zLcrtz_OVbodJ^IFP+Z2d_H3}V#D!6@w&@6mR2_<+Pt<WQi{>x6rHlvh_0<oNpAOE!
z1%5Xjb(0^1z_zA5y7R)h;*bd9;v{VgcZpV{)R8zcbx3HBk#Pe0^mwF1mW1HSd+wXR
zxv0L~FHLYC@yrs#NBX=y|G(U6H~Ad*fBrVC-&AJrt~pp2Vo62<RW2jcO48*V`hP!}
z`~wPv<jl?sH&&=GWN!|GUqglV)i$2)oRvZq*iVL6AO9M0lUuks%}-joYT<D&`ME<1
zA|ffY>wO-V_#p`vJJrh^Y?OHW?>{pO0@9k;k5tK38@6jBDO9a^Bq2FAPZA((mPdCd
zw8%d2I0gT`_RQEEHaQG#=eC6C8<<9QO#xq`{Ras6H%x^mB?x|X#QD)6mhgeUb7drv
zVCeVCH_4>d@*FFV2DXXE>2McbJ^p~t9&5Vq|Mg`tBB(X;`OlSK+`T^TQnfGo04kJ@
zp3d7$v+nax@ocetScp06Ioe-Q5&1s^l|flKw>KmYCR@>(X|k_>(~CK01gf^wyje>L
zvoM{`jIeLQKs<AaT)m_ON35@+DMQ{c-O^;VgEKw5{-#oNs^i3ASNTzJDPv)}%qRy2
zIqui{?4}5HsVzhp5jZ<OxFIb>cv07cObB&X4QWY7h(i{rL$jlE=26Mw*Q0Zw9{_CV
z|I)IBA<>AuDoeld-Ag-mMTPFF!f>@2H|7D5N(_#_vvHT<vdJ_NHvMH}>0VRfyfM}*
zuD|q#t?!WUlfd;sw3oEoYkz;#BSJn580=@{-)_8rRE$oVF2F8+F3h7-i8xe9tu~FU
zM0%eHw%XI-a+hXB)|W15mX^??nycR_=_#i=7V1pXnVn>{H5Ugszu*%N;tVaQAnsfo
z8+h-gWEsyeR%Ntj-0AvWx$z6SN^~5~xbby(T0`v~W)LAk=lF{N*nEZRq>Cl&<%tlI
zWXqY-8sWJu`X?~tXFOq75b(p|21ntD&={k&0nQnrRnD`;>AJf76h1yT?lLH4_QF$P
zOxUcTT0x@NJH9UWVrd2IM_er?c_?Rn@#8o@DiPnw24SfAB2ZyMI!l%6MpjfG=B?@T
zz!Bh9&401tzYqc)w-T@BO*cwGgX+2Hji^?l>g?l<>pd(XI;>8!uDI5?aZPxCB}@z@
z&3r*x#^98|(4QHmehl@@ujdIigNNQPmEk?|b3#IW#}rU7VsS03RC}wIB>U$>GV`Vq
zr=6<(bSjpiCqoLpvJ%{EYS#S5#kc`L{~$s-gDNE|3UkR<0@RKjU)PI5WJ~L+o)b)o
zhS~2r&%MbM(1Xo7+h>C7S;q94IG?mL{=TMZz2E`m#MqrBC8P=vbV)<?fB#bLh&7QU
zh@2qMBoI4DH4&D!uQ}49gfFs8_1EDG*gN}YQXwuU^5Z~Y2v3?mgcoEL?dope=XYY-
zhQCt}bEeBHht-s+%w+J}$<Yi})YJyF$fWya_@<<;WjhgQACAEphB4Dc-1scV(x|<R
zTdGv^9Xk~Eu3~}GZVo1@@#5&l7mp#JO4LraEK2`zvZA42|N1NpN1-zRt1xvDS7W{@
zaP76SbMMi15t;`%&CzOE#Vza{CFQ6>z$ebKcOgZy@C00zb6|N!QnoQ?f~l9=O@G^y
zaPpIUl&zj4A<Vt+LCOS>n>;H%EfwIW3dQ}r|7$SHmh;?ZmeZL6gt0jk@jE;YNyKB<
z|L@Kbnf>u-4;qVPAeZtxT1M*`pOfnYo#w<sJE`JBNX@T<_qQql(}FNIyi}~`FAIUI
ziu)@jjuo}q&Ao{MK#&3s%Tt~(95gEqpiMM$|Jh&o8@+&vK5Z7J2kHB}AtcLgo8X`O
zkgd82<2Q>d`|qmNkea9a#G?i3f~C~KD#F}hGGvsM<auY5<jh|OyhH9+|3|I+mk{EK
zWwZCk9zdlCeX3RPe$=^8!Aq@;&z%|eQDc(?M8aVkmwyH=6U#jX9=g=Zy0Nj1i0}9A
zo8wS)%V_)l&%Ktr^Mv6nl@|$xih^U*P8c~FuY~N`c=0@gng;vmvWF<qNT~RyNVB*m
zkaQ9#Wz|P=_rV<K=fR2P&$;6M7gPOW{#{ViZN!}&dhmO);iRm6GDD2)CPm{?!|hEv
zZF{|e0XDe@jF80V;g)%4`ls_$s;n-Ml$xq|7dJoZkPc@<4oXgi&^ma^0j=RRnX$7*
zpC^<X7YhZV6(<LOi&4V0DYM@wPvR3uhCH7ifJbD<`DW5=O)MA3l5fyxuA*hCe{7&_
zckqYZD0umFne8O}TZvPJ({)jFpr7TGDJhoPJlqz~ehaU%{60EQx;Ti&uTdcc7DnTT
z&-{$XL6ju|;9oz7lD}n$VRV+2$~61OLMJ`+BMummf|ao8P%Gd0fksWzc|pUW(;fS8
z5HW}SxTb!hDQDdIeYdyFL>&RpGaO!kZ>xmoH#+of^hrqBR-BB<z&5aMEmDG<O=BeC
zTGS~9d8t-%?BSkNeA*@_hs*i2HU#QgN}NG?-s6#3x5Tj_hrw()sa}i)maCirnf|A(
z&1ydBJaSDS^&7^6>$L+G?cYz0AQH?3mGpkl9NLsJ5nqFDMF%Rhv)5w1FNQ#GX0k;z
zTplRx@>K{vPZkWTaTF8}vzfM~kTAW~wo-%ZQRLD%pk;l#VnWiM4QG*=P%(IHN(v_m
zLQcMS{;*l<Uuypm>N_#aVRifS*{Cwnrd6aCqVGoW)L_?p`)HHp(G>|nc8P*VW4N{8
z$M~@fCKCPj;4lY8T}6Ar54C~Yo>D^3hBH6KOiNy!cw78UQSs~W;r1R|*C+=q3fzbC
zih;mBT|Tr@`y(GEHTz1Xno;^MScP8@1v7I(<Kl6*{wTaqf0>T<`}*CsbhTLZX;eD#
z47uFu3Ez3V@MA1yO)%>0<6qiEx{*JhRkf)BN<oQm7^Bq-agXn{Q!QV+l3zr^++Vnq
zSuW7JWas2Kawq1pM1Glg_4AePnWD3(5z=ngTKl}?^wS5r(Tu+{6)f@}br}h4Q)HfR
z-@}yp{U6n=(MZbRsyCs_CorVBSg-;iGrvb{<Zi_cgK-F>7DTvF2`?DU{xYavu%&sn
zMW>L~8&k0@;dL8HpBLcN_H~h$@M<BHB%cy_;Z1~XC^-G{m62tQAA{1!swjARltPhj
z<O6;Igo6Q%f<thWwxobYIk)%tO|r%{7BA(!L}H3UQ?dZJx*ZI@6AR8*Oi0l1#5;|U
zf->|1865SJQM0D*=2i8!sh~GXz7PH@H~W<25(J8uG(pfHq3xq-Ci>cneU@JHAh<B-
zf&=x<MfL;c6BD0UUV}xIt(d0g8-IxtSb$c?7&O*ICub8Q)y2J<d&wGc)$9I{R7m)j
z7fK)o+-S#tx;jOwrNYh;*|T}>wIG+gOTIpu@j6y~QU0H=RW@;xE@vj>4Fv#cZ7FtC
zx*%wt4xwJMe;(`5&#&=jW9`F6d=UZT<JaYJAQDhq0(RQy^XrQUbx$w3x+!lpQ(&Lo
zE(+WAbu!u{c9CM6%9&kcLF|UZOi9+l=Jk8E><CPI+vr8zsFP%<^|NXO>4&2QpmD}?
zt?%~<4N_E7W@<FUAh2h;Tk_!#-ACiMF(W%v*evKwu^y)COso}#!zIp+X8B(tlfu?1
z9JcC=@u{LZi@$g)&Hco}(Z#{g9|o;~O~k#5c7u<KP9I~HI;8A|jHKQso71U`dC|q9
zC-*xM=zV@K%S`4UYish=b!cb+;m9+3bO$dR>oYK=lg)~S=_{_Uajhq11<N0#_k;1^
zQPR}GsWUo#l>3#u&Iq%}ma=JA&xaLbqx!XqQaWIsU{B{mRGyvf=Y(s3W**;7fm^mn
z8(|*E4nSL#V&#+N<$2nT$pL84z&5}r#i+Lm$~){pd|zJQeD(W<8X@WA+RPpa5`P!o
zgPnNq10S!$8wb+m_;`lngwm3d2Um&?@v7v%u$1JBO@Rt%NRk+f#h(cl{18%1J_9ly
z?xxsX4Wu!JJyPaI)d@NUbT@O2^(L$Zw;XcdV^g^Q+)NJDAy<zzb@b{Gf+XbhBtu_y
z+eea{4gd&TQ$7yKNk&LM0lCW0H}$s<_GJX%28ZjwKhm(Lk=?N&YV&*Ya`S}=)D$!A
ztk$<R)GLrIBuVkO++~>|Ht~j30z@W}rWKT{A-a?D9uUZ&Ken{j(mqVA?^9oIVv|Qm
zvRMXuOMMEiN8&34-Om$oQIg*42NiUGCWnEP<LaekrGhBNT5kGa1mcVh<-vU6gI^8K
ze%=+lnq!M7-)Nb~fV!cT4XPqD@Rbm8LbjMN@K0LqL{HvMg{04{TXqtIlJ?G8qU4k#
zt73d|GM@H$&6;fC1kWgO;EYRy*k3g5I(4=de`fkDQ49h_v_iTnMrMju3gTsYIpU4v
z;hKi+?w*4g7@ICh7O+_sw0%>V(ZW37REva&rYjI3-UvMY5><*PaA?4ohL%2imF!QM
zSu6^APkGo-OvvX_`U_RM_8K?0Wj-xOe3r$oogNc5Xb!idk_&Ikd>y~WzyVLKZKd}b
z!Qw9)dMP+ZV9JDETx6#b!70V5A#Y%ZjAaU{1cC(hVC+aG?0owQP9A4&b?1B6D<(f~
z9hq3drXMh8QpxT1{R$>09!$N=Mc3Wc-ycPG<2fn(^7l@V%*l*3?zuhPe2!7v{9YF^
z;!Vf9cP}|aodHlRGz=)XnR_E9nv2!39DW`0813Yb*wc~Nt{91wU=Lqq$LEEE-3Ii{
zPuW-KWE4S<Ct;5`@O?&>r2`F=>K8hGf4xl9ip$GlzheIL_vY)QJcaGzdmg?(@4~Ns
zHSWAs7sM|+)hQwoQ#Bu|v%tWS5E%*DW*RCRE5QlPW3^(HwZe@+fwzhn$^OeU=}7;V
z*?!J(ethnH8Bu>`$cj;f6-!Ig%Ek~lD%thPWHA7$S9;|Csp8h<iNAERY9|Szvo2+Z
zFg@-nOOU%kD?&$&Kp8TXCel<$*+M$?dc5>QGjG153xvCd$-5-a(BR1x;Kb7tTwu~e
z!4DK4=W8u!7)kK!tTMR1!E|$iql;7Zo{Z&w{0!65qL!DMmvQ^u|GjoBOKUufc<3p#
z7w_}xCjR&I0II`7?$3)e*^0$4mt{lmO6xpU5)93kS}N0dwG1JuIe8A+iAIF+_VqOr
z$~JnS2N{ohm~G~FEXf1;VF7{?a*rdk4%6F@ohR4ZbViaFck0GFf$OIaxv#8gmqcg^
zJtQ}mKjfD?$q^r?DPr}te{=M@u-k_6+sI%joiFHqcpYMs=tH;>GdELX1v7&Ke4j#$
zDyZp?wX8#eFfuzGw#TBOF+q{GI`-57Yn~TZYPB>PDMFl9sZzKxjQs@jn?cF>r;l~R
z?To9`wKTQNUsHZh+;?F=mJuc?k?e9+Hm(;fA^_EogRuHyIM$-R(fG5x>Ir364QKix
z|B4(l*wozD#ZG3vRmQC}f^kSn*iS{K=E8u$b|60-cc-j*J!<-5Gtc@8k5*d$Zdo>$
zM_+4i`)V9}Mm%0~#v16zimKwWL{ZZi(9}n<KNDH(A^lPFH^n6En;W5Uwb>gJG4z%`
z0{(Oz0vhKt6%^4F<i!(_K}Wv-@<mAV*&e*SC{MsJjwe%J|4SmeG9#QykX{KFuH+aV
zmRRN6@SNE;n*9VwRgq!nHJ=J0HO9Ewf}WpRd5Q>};y-Z)Cd%x6*v$0VS*j3NxWmO}
zM(fh5hUd3-2&s640lL_Di!e%8F2u8Qbpa+AK<i1(S<^raZ6Yx>UU5Rue7DlVnqVKD
z5VM{NAuq@NLd9GZ%S7tBXEM%1JfyZ2YUaL3mnR)QQXurWGJe451XG)_=~%7Dl%!Y-
z5y(RGR$!7~B_Uh#Socq#P5`Lcl<jO_^Uk|Q+!Ui9pZ6pOv|)J%-hE0I4CrT44b6)9
z>>@-MbaJ=*s1YP9nzpq;`7Qh>5-IEsZU+*m&yZkD%QvMK><VkwKX*>|aR@L=`Cv2%
z-yz#dA>mlyNP$6+|LO`5EX-D=q`R%S+>f#w096A4CtcPmAK5Vm-mwhS9YOv3Rj}nN
zfzK0i;IknQh-uzgimd@JftV}NX*$Xq417|ViJVdKz)Mw$7V<IF`;2o<kcwPe4v)=z
z%_b(O|J*WS*5bRox0X>yOLU^ZM#0dx1}C|W{ZqkS`6op6g=;|M7GUxHAN@pCO_Uq3
z|3Q6&C;&)2$KBk~+5rU5cI)f)^~PMPwxOX`eHE3nrh)TlG0unQMav=9XD;Rmn5#$k
zD8}#pQIvl}dycVA0CWoWI|B+?<{OdPs7ju;i6P$V#tMp3ozG%?p&6OdX2>{_te8MZ
zf-qL-i!9^nLJ}M|=W?gWs>tG(rU^9QOy9v$Oe~~+3qx$AzNkx?>k|Z$=&i?oh}(|c
zFsBvt_|&QPsJl}Um57H8b5W;=E^U}(7WaiYy%v66ci;Eu$Kh|i<Siqn+*?VyHrd=o
z1ogf}X3tha&#UQ|Vh<KqFRFf#HCkMfSOrM({s+>ufBahk=nfCgrW47Fe?4!S{CDPm
z!j?L*+v7~y%i=Tsi?eyw?Z0ae4Xdv={eJ-A2mYO6d=ArdMRoi_O#e8{d#d#hy#t60
zrs<DlG|1t#U5p%puX}GrOyIWCIc@LHgA!ChxEWu^{wSVPu7zUt+2!`AX^ZV}hjvvV
z@kv_RLTMdgpmwk&iGFP;Cx;2dcsE_EBDcBJnNO!IW%ZD9rnZBQV+1LQ-+%Po(x?*8
z+Y_#KY8u5uVH?28V_%>BGp99An?K35H`Qg1UH@Ye6Zsjoc{``aGhXtQqdnH6KzO!D
z_{uR;xIaznUZHU=FA=tG^*fvd2m#XsFS`b;$ZH=ds7?9M5(_4A@OR#RrZ~*fQS<m`
zI?#ju9sQl8{JtmLx%dczBJSkVRH8)8_Zj$VKWg+Ns-GmlQvZ^GAhpM|0stcf&<9Yk
zPpZLo=@j;Vp!TAQV4BxYL>lPw5SH4adzc&J5N+F`p>a)yV+ZDd05PIE|B=^whH$26
zgPh>d!jgEOBKf=Wi2?WT<UbLS1>dup%N{>80O#U3%hzY@%?p>$b8z}_z7xNUoz%2l
zV@Veu2Wzb*OH_$F>ieo?R%f_<-`MuW{RMI&77jB05@hUBW#Kq$2hYMjHc=x`Tz1eF
zjuK{#(konstkhUMvmCUYU;H^0papy2JDyF)W1yxM06|%9yc`g)efv$c8CwCa)ZFcz
z>qs)?92?#X8<S>TYi5D;5`37w5>+*q4zX37GBV9}t>CF2rHERxv&kds$V{xJ6!LOz
ziA7Q;ib6ggZ1=3Lo;KFHd<tQAx$h0FDn^wKr}F0(*gJGJ&Gf#9nS!K!JUY$jaGNhr
z3`+6re;_p3C_NaNO+GKcsQCGoP=Ckw1!HBAVvOeZn39RXY#&;^Fl`vFj1hiBZ|ZjQ
z<+E7!&z?2mI=gIB0hPSnDCwmqJ=;S=#$e3tKb!DoKpYjr&J@i3iiia)lqlAt{dF8o
z%<2Xi0#Hj!m*3}a954Z;o*L4m9cN*apiFhw$-3n2`S1ryXI;{;w68jrzlkTcYufE5
z&ktm)stb%1-4e3X$|t%1><Of~pX&Qr%U!TbdtsJFaZ9jJ8u!V(PT)ezT~4AreJu~Y
zX9=}g|2!INqO{oz{HAa*O{8!A9|))Yfb<Mv0LL5nG*Iy7{Fyxh=j{2%wPx~qEJ}Y#
z+S$$PJ32Ri=6+crdFR>?s?f-GpSDNBK&A=A1$a(!E8hG>{$K;?+-Mcx4XILi#BZOG
z1D2Fmw}N!xBcL=|Et0r}H`f=@eK-;H^-?DPH-**@+(-p=FrJfX)O2?O9#wn+;QIAN
zF_Bqq{0E|#1}et3$Lw6>-~MqheFpC$YO=gLIO;O3M%+N<@psl=5kCw{5)LZak<mQ&
zLo@<94bDH+nc{y#g)(KiYt4=9!=gK`_Rp}Jwk00S1-{?W3etjaQ`{W6zE$Aa6K#bj
z5H%>CTG$*=rI@uY2PJ^;K9K#x7gFdJpWdxMrvCRR0F-Y4lLb<s_#bMZ_vQ64loA&y
zP%B>^+O;|xC!>$GM}xoPohykiO-<|#`Lix1$^#<7QtiX$(k(4!1LbiX=<T{TY%nrB
zv%6E98c>8+Qi9t3X10$GXl=#GVdR6FX^9w<bL47Bg1ybFXh+hM?aR0Lpj>sGeHmzc
zk>bR2wt}*PPY09+M5$ipHV5~B-z=ItC1zN8c!I+aw)$|a_^P`YlRD4~aJ}IBQ=qJS
zr8H?|UWaXNGUv<+7?Xa*%W53wsz#&e1VGvI1BnB|_~r=IG);L(emgIASJ2w96ZRci
z!v7jYK*d|Z<)#F7u@}=8^i40CEvnMwRCW--!-jTB|I!(&JO_doM|1C03PYYav%fta
zWDL68E`70F8Z25L>Rhe`qfY0SpsssN$VF>hIOA$Wn38ge7-y4z$q-#<<tZPZ?arKg
z_be*|RF8m-o7N*V#|y>T-UM&|k?4B_1dOY-2rFjO_23NEO8OV6wWInMxTh!(c%(o*
zkW)Ati#OM4=%34~d(2iv?z&Y!!-^lB(R3<xv4^3_=)Q9v(*z=|1!@GhPa{mPNoGbU
z&cAi5ig4`KCn*|wR5^QpD41s;4{940N|jd>DKwuWCH_7>QNWdkIXs&G+%hIMvG`4c
zcc=zHJELh4&TRRzV!0_dL0zWeZQb4nEbYIEhKLQSqJ0#}$-BRJtx8)$2S3v=DrC>#
z1{aS<#rWlH#>B|w%MDxDXdldU@+sprcR`@VN+BT4FUO1{xyqL~12#%ifw-;hX({o%
zW!a@YqaC;d5kY@LVlN9;N5~NOLbJK*<|wDxZ@1}8i*i-`gU=2sv<w*bo}R80)d=7R
zwQUGBE*}F?*vyaB=ZbCbU-tcu(YROPbt~-m(GhrJ4>#wUL|6G8?oU!W)rwJ;PHQ>x
z*YmtXSG#2;r?a;3A73tzHA(6C{Qc0tyC9+%yR2V2axa#oQ=wDUQkkv$R0m?rD<PKB
z8OM7PVvy~d4THfT>>>l2Wf7l;a5Ov5VNCSpJ+gw-_R{vY{Z3PF6()~%b44(BZ$sH#
z8A!K}t`lP~J~(KR3)*XEi?OtdaZSwTzxpWBl3IEF&@b`K2QTY(cwE!@6U8Mf4`)YX
zxnGmxC*A3#r|EM#jwIn2`QJC{Hl71)mX`H38m}jBA>s?Rzi!(0UaS9hL>3ALUY93h
zgQUf&-rI54#BDj*YMTbKPtRds9|6th46n!si%vrelU!_lhf61gF)nI`_e2-Y>UR}F
zOJq&Gwm{eGmx=z|VNo%!_m1EbO20H7zlVXgC4mVSh^2IT@XB@PF0_Q5mzaQ7-p*DA
zYvENYDrNUYfz`QY6KY{KwILjH{HIT*h)l}+X9V|tw<9I@aaxb&63ynv^%SJP`<>v-
z&b4!@)0<KiaoyPMn|%tudx2DZ{^PWm@nLNku@@~TqTEaNpq{iAd^%I!u=$i_9bHy#
ze;0f%c6r1K9?uak%lC9j=<qFDkC~W&`>4DPSXe&5P#bt=S%4{ixxs`^8+|#iP#<SN
z>CEz$_nOAkxm(jJ>zh5HG^=!=nvCtkH_=p}DBX(VZB+<+t#f}+(EOk#U@2Udt}_~#
zy{^j_zGXXa-gc9J_v*M)AejAFn&`;Wz6^B1yjiN7MMC85cKUNG&Ok*@q~Y!lM;YO6
z=&M?i2uG`(sYkX6j=(HCc08Ds2ZJu<JX7&0$NzdBy9^2Y^@6B@J1_leY$mDsHk7B5
z>V&c{C#I<FBe;~pcEo!o(HxBF&k{)x|3u2%nB<#jBlv$F)JMFW%aogRArzGy>~&;#
zH~s2{xPw}UpI-QDvb|MRAz!<SNs+=zi>-n`cXxe{@rm?5&{O&}t)?!r5Z|0mh^lay
zI7vm_Yw1qZNb2SlD+aBW>8Gw<@6)zD3K~Ua(i+mjx2>)DTXSPR0`8~$0MI+569+}$
zF`QdB<f_(R#_Y^#d!#hEbwJ0gq)6TZX~vHJxU<Y$*v!G1M<=1M=xjN|@?$sq=jYh1
zA6ns<jt8RSS~SSqevb?R>JibDR3CK%qE8^Z-p2u(`CB&|GEkf(V>>D>YU57cNCK3N
zhzjE*nxsFRt2c(mzE^{5=%tKy{HX3LQVmb(z$jkq;uma>AQ6#zQjn}iitf2{nQpll
zmzVp=M)*lSqs^;92)}Yc+2+nkz~0DoHq+CCZv+%D)2EfzX^qnm8mCiNfh~DVBiuzk
ziTG?Mat;3#I*M&}^(|9b9UimjE9*=nctJ*ScKf#hKI;A{QlR*k^ToqfNl$OPD@f$k
z@Au)_5rO-}_y%j<=dH_kp24|qI_`IEThF7}^zlmUL6_BLw{F(M9E>TT0MF2ZBO+eT
zj+NU!+e}ef7n;H!#lVUuQo;mZGq8iU=`1Yh^t_o*REb;3cGN2N>!r)tO`ksn1@uxx
z<NcGFM{luC`dOTOIlV3Au40YLh~8{pUVDYWl$l3c`?$(~?+4VXB2DED1ia{HBK#Cz
zqvbU%Cm?)=fdpEb;PzQ;l;$nn7tP)V&0Q`N9If=*Jl}L)f$2Y`r&Gks_FlhxQ}~oN
zYJ}xug<{CUax*?y3GJMFTYkedC6!lyP=9B$%`}}^c)NC7?#6onvq#V5QkO{w5u{|-
zJU*cap<AseY@%0a@zIL=l?u(RB-J!uVk$VI7TyZVG1!o)7Jn{A?qVTG;*>Vf9Z;vN
z-&E0U)A>*^18>)}dOJhn{WEE`{D&SLN@vGNKE{7CE6&w0Bz1+I$Zjm~+@UKy{3?h<
z{l(%JUj+WIqjD~Luauf92|gnhO?xi}u~q@!&X<h~qJyVZkGeL7{Nd@s1$IOh^%y+-
zhyq)5De47AsfVL&aLsl$U4XNZ#{w9tW!gmU0>QXiKeG)wmGF-#F?AJ9HPaTv#?1Cd
zn8+IF4#RF<xGAy6$AVe=ryaD77S`D52eT#832`+21S!jEzRT!2eUOC_fB5B;9S)Y4
zEEbO`AX!;6A@AoW-<H*Coe;H@EGTN9yy`5|EXVDg$@U$&Z!{8LiwMB(q6vK4BBjJ7
z^dE?RP_+ddbL_g<Ts74Hq@}POTWq2;78?YMSqyk1#zx)lALllkefeEiTVh)C8EP=a
zGQCnpVXma|U|2>xf6SK`0sjStXCQhdem|G6Ixds~F|(|+J9<xSy#?h^?F;cAuRWD5
z`$0+sf%)k=xz3h*Eby7KS=sdIv@~@*D1ioC68{6OS<w#|=p5=O=0RWzwYo}K9{Vd2
zVqCIW6zKx~i#b;(>T-$3Wv+R#pDT4j4|Mh>G#iM?k!Y}p;wVVH5^4u}L{(m=eHp~P
z-dEJ9YcDUxJFj)3ta$ZY(YEe)_B=G+E|#)vc^;X;t46}N6#2IQsW$sF-^1tGBaH$$
z4ZNLCb>pATZwEt}<Gy9R^}jMQG+G!_cfBm<=R=HVXJOcv=_o6cQ<v3i<&?Qrx$_@_
z7YvPN-d9)U#=E(>Qf5l}-^T&%J>zM704zU^OHfmpJThHS6&nf1JA7=ou4-`YKDX;1
zQ|enfbFdzoJFHvI2}+f<fTA=5AOY2WH)C5)n#^xy6Ps)O8t9_&Ejz?9di{1=Fyc8t
z7-e?E1X#$e#dU_VA2hUlPL?YYVcfN;?;7B)sQR@rttf~H03qhd$W!3eDnA}2etBOW
zoFn08o~Mek2|By_>yjIgY+974kD>`fRY0xIDt$K?L+%^=;-JQVRv*63?6a60L<+Z+
z4Rq#zH!jE&;ay8BvF?44cffTV24j*O%PV+?*`;ygEhkgXTz*&EA#vBvSRMwr0+zPT
zm5s#~_Z!_sm1yl}C-yiqMbk96_vc|Tc*~n-iOnde6e}Hvs1sKH$BsKyVcD33%66uJ
z$0XfBcgpDIGH_nRQ3&fI?2)qoJJhrGk9R*YS;?0(Jz0&YEB)eTss^1P+Dht0Gzy`m
z#A`e>Q}u3z_n=f$bv!<9f?afX!hE7h-CO;o*t}lB6*8f?hpN~rkkg!aJg%4jG|Pmz
zQ7%-QDj$Qo83FtCT@Z-|a@s~T=zPB=8?!v(L#$#ew!^R0-D(Q#M?$6khy9&SOVkyV
z=hgIn6gM@D#p9xTdS#g=hCF|MHRzhiYi0`WP7tNx5O@V|M`k`cdRozLW3<jxb(mR5
z_m+l#Uh7im;XlxU6+@{$+HKaka{E@o+_AXW1R~#2{La5gn9p&=*=_6>MC<&I&b1C8
zls*!4<1?RHETaXd(}L5c-a-7zbrJiEy2h(<)y89&G{t3g_DN1v?vTYYN=@)ZBEkF5
z&C5@N_Pav1>QC3WmQXB??@ap!vl`78nX@*INjF;OMV2tM`eu<rlj6!5H6uXd6ywW_
zsM^55UAgH`WE#r!U!OxJOBvJ>$7;^RD$MO0O*pFEtfHNGEbN0nb$QCDr@9${F_+r*
zKkYGnC=JZYuDFY!9MHqQG5;HwMAz{y)7I+b{rTd<j&g8!O}njbR!^FlkowkAM(O^N
zP7u@%O#5+zg%v6iS*$4^hsiABR9hZ#7#8O6NR>!V@uWiGV|VdYM~&jd4lFK*zH@Ba
zr?~i}>o6n&_v6~bs+1MukG<ELM++LNNN{1)lF1%Gm&#p6)QL?QG(x&6k=kHh%|xt{
z_83j~R1Ni{X@td@iIWgC-|(|jOp9;~<sS0L<TwR>^_?u*;L49QGsX^%565cDD$HLh
zwq;oyJ0zgbF#a~chZuu{Fqr*cN;y!6H(v6#uXns#=Ffe8JgUbbLo^Ypl`BVD+*ir#
zGfs_Om@mXEtN5BHzTvT#T3s%*3e^TsA&eXjI*S(VWE1P364jk}$J;ONi10aQ+f_t$
z##%<%C**w1zP#eKis1)GRXZZXs)!7EIQ|1gAksQ`*YFrMB#Q>CM8MgOabn8&R`T;H
z>CT`ko<Jh)_OL!Du<)y{1WM}1)k+OGU0+T-@gg?v;>lf9Uiqmt&_{;TC8$gqCH-~J
zTm~KwdQP)@rTOX}QB$%bY~u*(VoN6on<<+H@%w@5AI^a$h^G)oN>rg17b%bFFJmDe
z0!|+SOc@sXdAD~QaT1(o2rAp+Kh349W3qz0E)GHKJK0)Q0~arpO+^n&s}vVol06CS
znM%V;n<Q;v9S+?Z@eGqT1uX8K#Kx(e<7Uw(H_$v_R;TLsU{Oq{`l;K_k4j>UuPjU7
zBk%DFPlZ4)-HH~GEu&2PRugy<UB+P#%(awL3K50sb@;5g&&Z!O!X6PAs6J*T4fLDd
zXo-uj-%XkCIh?=z&d~o)b;YFZ+nAaPuo5WjY5tm&*Q+M_{!L6DHpP%%lBC#-gfX1c
zKwf{A#o92K4LJt2GPIvQxm?cpD0LpCl3vtwE6+t#O1-o7PjU4G!~-h8VL}f3_v-&U
z)M-iKNPM<xK&9aL-}tu^XXyZ<_w5=pF1uctp4Lwb8Br82hK5X-^|+Ho@t93_TBuC#
zM1LdfHEj?rq|3cduTBA6asRKX`%g}GAoj?61JUv|TirNYE|?b_@RH4cj5f1<ELM4a
z6kJMcY8HJ4_5T1?=jcb5*q>~8z~+(zmqLaO>$$^&^?a$*CF8Z%-afntV@nH_chZr6
z8shKwA4vBYclSTg<QJ={xc@+gslGyfJyTl|B?b51wokn8a){c<uIXvckwm|O=90fH
zmu#l|=KdXB*O>!U5|uWv{>gt2h<lfuxH1yX)N!A$o1B;DjLHH`v<bwN_sMo9iK~<n
z%T5PNQ(&O3VcBOsu5PZkjTu9+sX9gV9|K%Sd?!hUMw<@*|5Vx|6>P7C-$|B3q|=>M
zY{LBJkiyKx-O+MqyV|$WDG`S1ap9vyFeU8f&*?q2m2Ax7f<g15A7z&$d#3w;ZEDO~
z4(k9)cX*ZWvPc$FEFUQ5bDHz4YhmJLyp9&C%6Jh4?9xFEec^U_i#9y%wouFO>|oO!
zx;NN_$jHn_%1F1(&+siF9I%(n?Q;*xxu|6US=YtsWggh`N~bEJo`D3$Rfa^4TBRzh
zM0EMMSj7Y!@Bbm|t%IU`<9Gk1yOvf!Vu?jqN=Z>#cIhRgyF)qz>26q-?rv#mq?Hh)
zK|s1&IzMOqp5K`{^E-b$!>}_9b3bvzbG@(Yb@}&de*D1g`>Iz{3AXa)c6f9%R7nTx
z(n(`3WLsSz#dFS&SB_eH39|HcuXiutgJa~R!Z1QtRZ}{5KOiBV%J)^&7dbMpV0C$!
zRu9EvgvYc;NSi(%gjg@&Dpu8DrSJ0cEa`||LGU3wdAy^C!{!rfv#aOsSL^gp1!NL`
zMuq*se}FA@Ffr8rJ9DJ*ETO><##eeL(~%}G35x;o5B15y;mVsxV85`Bz9+pzSV*u7
zj+2wvqt9i~KRBCB-`G9X)O8aKZZVXqpqx^h%)}Hr(6D1Cmgq~6M4$zZP*zZ^%z*1}
zL2)scL~!vi>%??MY|ZdGXM^z36-NVESUz<HXS9`!eppXy@+^NJ_r<Y1>iL1+eGd>L
zLAd8*6k{}pfWUd(ix*l^J(414%_44+7-VJEs3#>7kcn%mI*00%;xI+;sMeJH=9im?
zLKlP$NJ;SYDWCA9do@yXM6eE2;QD%X0MJTn4ApogCAOts{r%?>ZL^n-bDeYfrxE7q
z2M&UQUSm(V1rX3n&P6XYPUVU{ANYA>clIblMQATm{Aq1%@bhF}1cN^l0Qy#Cjo41G
zr*q)(z8}?A-IwF)t^FP-{*L})ZHF2y*a>A(<DrmpeO|o^tgrQXc;y={#I3XtcU+9H
znwCcnY>y{#@uFaniZF+rMvVr84!778ES?jZS$dAL;uqdhBRGu-mb{xTLeag^MVN>|
zNBfK+n4vIaeve2sIZ&${%rGNrUPg_Do7D(Y$Fago@8$*N@J-qgOVHtcBk=P_dh94#
zm1q%Kl<4_xS7-zkxWUArv&KZDNCa`{p~82#0K$VQ<LS-w_CY=@)Qc~mxrj@d5HqK`
z?S6)zLHGXa!{uTYFE$Z5@OyZPzu=<w?~Nmw?xrifO(ND<sR-sC(Bbk`^rp(r!7zd0
zs4xOc?9`2w5#afD)f5$UA4Mo2Q9I8+SMUFpN+roHXHQBYyavX_ij_jGMU#|Ua4@MI
zrU9)x*ZsTib7QzB=&m3EC(FFC3ruQaRGikxz4LS>yfg?GVxIJGH&Y{(*?L2Q<l`{i
zyxTzmecE4-IBV97Q8iP1MSV;Qo$p(Xei<*Kb8-$fnALL5+M0RU@J5C{eVwUR=KV6K
zy!n}*HEN`$NruVCv2^Qel4$-?{0}NK5lQIvf(1yb0(tzL|4VWpINfhsRy8Cx_uG_g
z-alj_n}X3usfG-hQ_wY2tKDfB06PE`=06Pl8*@zg)AvFq0k1Y1lm6%=tOqCT$H(&1
z@gU9+wDCFI2DChDW|thC!4;Zn+77p4b2Us}miV@Rx-R4gdBo}HFem_elSA4afGfmJ
z9RvvEz{q^~OGYX?8RYIvjfauz<IB`wug3Sf)V~!N1f7~gy-hzqTil(!805h;Xpsp%
zWw1u7_KvB<_jIuVf~_2L`?T%J1oK(1tU~WY6;_UAvMM|r={wfSUxZdkGT4t(;jyji
z#aHHX&;*b2tuOXRJZD12y(-j+!Vg{O#O-g0M0o}4Qr?~`Qo6w9$%{*$h9fe75UCXV
zxkGRythkEwX$VJ-#}v0ANN~#V{Fk<a?dkr$?w;}m3Z@V85!uRAlH`&f=RzW0=oy~<
zxtK~+15*Nj@Ru@?7iS_Y%FwgMkWE$k*o;AQj%+Ewb*8R^td7{R&rw&q1;0ac+-y!y
zw#@2xKl>9JQb#E#0P~qY+D4heyHUIlm!R#xGa0&Jd4Y9gD3|Lq6iV(I_vk5Q4X-Bu
zHGe{(nskme^A<c#O@vTqft#0lhA{C+)Vmmfj>dS;Q|fj5g5#t>OoD;V!ftMGU}v(g
zfuhVcdx)01dZq7R<8B}b``Ba)$MX8_ns_%Lc=<s4knjgOH6>4bq;Qj?K0=K5ZgGV?
z@y&gw(F!ds4*Bt&%%%#-r@H|f8ZVsIBdQzbfy2H7$Ilvh%b^{wVn!p^PWTK*oq3J@
zF^>}or>%OA%j#T`nsZT!YS#RBV_cOCjLw%^BtJy%P9t#@;vsL@fHq2-mhug`P<=9A
z`N!lHJ6dt2i{=;i{BFN%*k!zb3~aj<Ruan9e=!heBbl^Kw~>1{vEa%M<|vT^MY<f6
zS&Tf9<wB~;>8nobno+cz=am_{D0D~Z2YOrR{nFhMNi`jLq53v$V`of<5Z&&aLg{Em
zt1P%WO)X-L!ev4gf6x3&E4;+RwPI5t9x>m<t#KA^Dr_J#Oz2ZMA4@DUaR`$fc}Ftn
z)Y@ARR-uD&%N9Tpip6Bj`VtlxpPy^5()fk?s^Bq8xSEO)Jg%+nEh^e!Mv_vl&Ia34
zk>#t9-EapMSJ<RO*$RSkNz0K5iG1)<5aDuVO;71W8nb_AREqMi&O0KuB{9}461G)`
zfvwjM?Zw$#_8U2gi8SyLjz=Ln-!o(~aP{uedbK?g&ALQ@so27&nXAY;=RZJ}Ju8u5
z`>mfzA-bx^=FT58E3hD)+nMNtam<`phT`aQc)gPOSB*%QhjCB7<JgB<Dd|(ozvs6`
zF}7vD=8kW)zlCQxOx?V%cEn1{ic(zYjH6%_PpS@zg1S0*z3Y00COCcfHxiY2jRtKw
zeQy5shzWEM^s*uP%J=#WC=CN3ET>p6p36h!7-JfWQPRP}gpbxr`sDv^E`~BhUi{1P
z)y)q}JH8juGaKCK<Ac0peA7TA7{(faYCJeLG23}gt8r;p54N(LK?X&;z8o2s+`y9e
zIdtYE5S_oU!gH+(GN_V1C~Nc_S53Cld?#OqA1G5Xj9(OxbXZZKq*$J6c{L!aPyN6W
z>6b*K%%VymCgO5r+!QW~E+L^89b6{JsHeQPuL<qt(^n@hAGKQlTW+cTstNDYE}163
zdB-)Aoc<*@Bmv(dK^}yAkjGtw<uuhR7ZWE{k4Y{_lQljGgZg0mwmAP?u6h+#%o?y5
zyO_T6H=@gdYspXF*CnhdjF>+1qvGOq_Bh8K7jNg6{GQ;^p&=_|Y9Ln_`&@hsX>U^c
ze8TnF*^30LsF2JftF9bp-StV6sT`dWs9GSTZ)6U)Tw*@)B+LS}l}i$tk^gSQXlbT>
zFaVBr;f%ffHy5GDG*7(#)%<Dw`L`Y*E{htfCPlwo>~k0Cl_T?_gZ)S=&^Qc9R6R1A
zb5kzaF2uAkj>Kfmq3Ng^p+o1C;q45)+*zUKP+c6ED?PDBwbw{55`AQFJCW5dUu87u
zmgyneur%Xhn{JN0#*`)|BNWC>1Ngt+B$RBT#M_ynAbskp(_|GA_4IuwZ$jvY6JNc~
z+!|7smJ}ppW_cykk+O4OQfLb?@*|UFjefrSex_q>;CIj1pU$_Ly-12<-`^xgZ+QhM
zik|~G9a2bMW>Y>}J@q(?W`+2@Mb-C;2zH?+3%r=${CQ?461cx-?P9ejY82;sY;%vs
zo#afw6Wo=@jyyJ&$GA<LU`@UqOVmEM5*lmiH6M?kd9M`_czO~yhxZQ1+AcIOUsT2B
zw`|<Wo!|`a*Ctmfp!>d>Jp!j_0I6{4t4bJ4tkIhBF+1mD#aquK1lzsW@0zJ_mdUJX
z0+C0;?M9zVby5uyje^!5SqtQtLSAw!8#&-Bs}=_yLCav$!&%9M`5&MF4oapN_iRnj
zzD@&31zE0M3@%|(F&nCqoZ+NWg%G@QsMR;E#IB?SDu1%QvIS4e%iMl67*kI+rlhqq
zm8z0dh&Z%|<>K!-pj-VK1)kw?03fDPmf=v<MAg8Xgo3q~v_ZIPQt6W}47AU*KX%`4
zdMuC;%BDuT7A7W5nJ{&W#d+WA4Rl9<r#r)$-x@YsFKDbaO*eF%yv?w0i|GNUCX`i=
z_!9>B$Rru7o*c)d3p4P&Nr(}w(iX{ndA#eQO?XM40ev@v52`b%`am6L_Z*W}nt9SL
zhDXhLL$`i{Z*Amz2-!&S#e1r>TpNmueXWR0VM;Pbo6Q1S0P$<}u3kYGQG!><tN8#}
zkbzAyOas>^WK?6KAyuQ)NgTn0LBTw+vXoPnfh{iD+|}N8Q*=y1{}zH9+yMWE+w3H2
z{W;4oaS^#p*sI!{&0kV7n<{85MOlq{DTnCxES~A~by&qbFKh(sCM(Ets+tyS<Sc~-
zNMlVyOyoUk87*7LvTLpJRvTZ*;HB8is&MfTz4P8PQLG2x>LL{YNJN1G003we1MGy=
z)s=MDiH76#?MuqLpzM~iBZ4+PcpxVi-PKnfpAW47C8^1j$UVXzvZAg<m<gjGCQ0rx
zOn^H^T(yBf?`Co-tCDoduuNk<C&=M9_$7*bL8rouYU3au)H@$YzI2)%+`(A-xoo5V
z@q^46Ws9!GP($NPs~CckL-Be0+dDD2F(VluKVFlK3wahSK?5>I+QelL8!7SaZ@=<h
z_m3j=H3Xswpw90um4dE+&zZ^%9AaPKVym?@tFmUlD5cISQC!gI`B?;m`T^2=O#r&R
za}ecm`z3+zOwZ*Av+gsVh^2LGxBo%ximPY~N=kkr>{mmAAB{mJx+~#dC8#^BSa5b{
z&;!#|pj;SfQLVjpMAfRrR1E^oV(+z-2AoCq)iU)os%9CL`KMCDpgKVES~OAdFGjd4
zdi$G8nVmzeoyYEBqgwr5R(%wg322Nwo#nxC(XH$ok1q;gsE~Ftqjd%p&Gec$9ar6g
z8h~o&bdisJ^_0G5jSpm<(XfD!m`7UcptNh<$;LR${BHD#*-sJ>tTkJC(@&{%@g6zN
zGqpVI@vSQQTLA!6jk-!D#9yomyhfxF3WfDyekt%S37Ky_++x;tg1$R?ZdcT3Q{inB
zufYKpFrSKUNn+M<82VITLjA3Na8V?VyNFO{zL~yIk2e~}-@9j0MuqI-QSaBOj_t8Q
zXWgJ;#eUmqjn%mM5e0B>fD{EXKoY$h+qY0_*e98zb2w6SXu5U!Y$Zk{aNgl~lC`U=
z)5f~OyU)YI@oglhJkh|<7NXX@^AIGu!Qrv+UjKCtUy8&MvExC)-_SCUcwBhv(#h)R
z&*dsonM1nHOXt&O93Ns)M9*Nb-u+V-nY?#;^zNef+_yn8Ow7ad(dU(d&AxMBw8ah*
z;jz5DFa35lwWFeOg{1v<rOY{DVJYw(jcE-fRhdRuG8fnuJ}m*jewOx;Ja}Du#+U7R
zD15xS|0P?25;ym&;<0Q|+nGcT7-=$ix&SM*CE_l7T1d^yUt@am4jK<Fs@}Ww71S7m
z9&N5tG;H}(A(AZ+6+`*5l<rI*rg!^)UGm1##ZZ;+#9o98pHBGof@lgE1+<+#%#4Sq
zt04JZ;}@MeYQx{}G?_CRN-kZd`1l_qFP7<(L=_+@k|K!$WVEvx8I1r|vITYSn4ty~
z){M3cUy`vcO~kDF_u~1K!G_7(a#xDt3KQ0kk6YKE6Ce7EIPu7zD(0n{^G%m^Z%^{$
z>C|YVlaGVYa1%Ccoah&yvj?5Ut8ABRKQZeYI)g#&fL9*Ba(~er*feB}E$Q_;uAsPQ
zJCCB;>9OlrOOYeb?k^b+_9tdthgbs~Rl3h=w?+rGiobnv(co6zBt1EZuY6-x#*vE8
z(-+_O=gdjmu`88iX9wdi)%A5<Q0p?(tEBKWd@l8~I3_9f#>(<}2-D)=^2*yAgoNLf
zC{eD9U=UX*T{);-;3@MKgZ7blHyq~ub1w|<7bJL1lV%RuCas;p`3x$-tWnDHwfalB
z_Mx@Yod`@**1{dWrLGQ@+Ez+K20!~vC`7wQ#jX(G<{eZ@F>r=gR#IG2k|g*^pk#s5
z$UGTYpzErbRwBZhuOJ9zY4O&aJEp(V+KpFeE8njnE2utrS#sl+^}I^C)>@6Z;u~=v
zX!JE@Htp^#2aq~cbxxxM<}897xgRjEFdt6m*QHVo5`!4cz0=JG-m|!&7na49ohip&
zlz#b`Jp6NxT347hUFRhRDvEIH(ndK^vG?~Eg^iD9)ZLv1oBm~(vKy!F#F<^`qvM({
zWmUEc@95y!T~PT{5wkVSrhoEwe;+qZO~eA0770yhs^)6Cves|n(V6|GSJ7?tfjO=~
zi)nIH{moud3Fb6AA*J%Sj%g9_Yx8P_(&98chSA&I!+Pez0ZoB@&I<M!&GAe%bu~WM
z(rIPg62)v$6Hb&UZvcZwa;kxns;s4yX&Jn@YC#Cz?8dU=ua_4D1>&I8$tvvl=c(Lq
ztPl3d@;dk$<p}oCBtDUDG--Z%Rs>A`O2!2*34{0K+xPa)++I=kGJPrYr&v=BaxDsu
zI?W8Xc?wurBBv?B6D7Mvamk_d>$7E7itg6w7u*j-R~tnZ#y=7cS^cPAKdYG;)=h!d
zac@38ZZp9^4h|wYej#S4e4w6Fbg^moLRd{NzSsshj`=r2LHtD`o#%@bqGz-DPh+b|
z#f^(bFWZmkt+!-lfWWKfw?fA+lJ7B!F3V*Cl@a*cWo=#{TZN;Z8*M{j4lE8)$B#xt
z1yLt9)Fe;^{?%fxUe7S^;I}*S+JtlsyK{4v^nV&-zu-;Wjk;97x>$`g4i<GLj>N@^
znjSdkyMm{}W5dak0#_-Q8LMPbfdM@JX=-&1_+*j7yIC$Y9kXP>w$`kRI9BkQupgOR
zlrB^Umq*aXRnToT59~_72MX%uhZ6v}a0-ZMxRkI`-jq9}uC{(>_`z)?!2UP;==~S+
zu!+^Q&mC`rw57<8lrqKz3rvF{_A}J(<)MM*092?A@Eo%Y(eF*?i(8*`By5S(l6hix
zpEpc@eRo1Xm)1|X4Rvi9o)Y7F18HRF^!|&oq(ww*=xz<8R47O+q593))@FrHS_1ZO
zjPcZ$L}Ew4((&Sq^y#ToPE(>(Zdp)l4_Yt64Xj=i?(Egt!V;re%xDzXEULRzb-(Ag
z%Oy=UT5=*WlS-}sjbu+pCzTy2pHh^7rC7VG6;NUOd_fRv64#|bqQS9pkAu$!I>!3b
z>F>@Ei>RcdHMeMVE39e}-C?E(eZ%ZvOn}3gv*Y!r^0`CuBdA`5?m*Spkoppbex@O>
zab~af#rW$b*&B6=?{B$ZXGXex?24d8sM?y7YEW{$8M1k1l``gq$eQIFluFK@xvpdI
z=QaC!`URmnhdGi_)24}SV`su`Tl@5Eh!|Fbtp5s#&RBnZRxl8d4Prx7%bjlpuqtv_
z?HTh&MYuEuGyyjgO)$-=BCLeix|#Z~XSTRjIoirsVq3khz54fPZ*oW?OgQ1T34eQr
zGa^4)ymXREvq1UF_~>Z#v~clehA`*%F0OBWi*k`l|GAnL6L+G9-|JyYFt$68V*!Zj
zSAXkeUjK7ikM;kk|M|Be|65B)88vIwQ+%asxFi-J3aH??bY<nGeJTw@<Js}|3*VyP
zU>Uc2$otBSgW){>4NIGmF;<fP|3el0Z{@3RW!q2b|43l}&sQo%#?ghj&m|EB0j55g
z<638;1M9^Q8f{PP%Pp)QK!SAT&pW5kAat6<?nY9Be|_u!?Bo9qd>YA`S4}L=UpC@B
zYy2wBdij})2vWYqhvwBanj~f~jF<vVz>)$$f;uo!^Lp!P(~V0wLb*#%wkW*31XEOT
z6T_p9>7=Q>xn-K_(ADMm7*(10OPDqD$-2*>?@?Ll>r{&*&iif}Vq7d#gZD2S0LSLv
z7idc;K;8eN=6_{3e2>BbI5G9##{b<uHp3p!NAtM#xjKzaVavV!PKu*upmqK0>KyCK
z=f)V)gjdwDvcd(9z2aMbZ|>w2-zIqMG6r9nH33#Gk24BR%|{<*V7OF5OXBfgoXx|g
zaZZ~fp5F}Q#ni+Sq?57u>c6%Mr~iQxZW{r_y=9STkDiZjR^?rI4t~UoyM+b(w&@G|
z+AOf<1*TAX>HIl2ZVOL>TIh0oZWx}@dD7f-JCHX^kQR|7z+(8kyhj26^!obSuZ~v|
z>z5SfzI`|LN2PyKqprmC+swXh49UyuKUBzI*Y7GE_SC{Zv+kH#IK4<vu#4JF)x-f!
zs6StCU+UmCmFjyU-SLyJ3A>DC5z!4f#WN^7_%({LK?VKvPX+x)C(wEpyN0?YsNH0O
z&{~}R_1o8(CD<h~g>Tu>iN5bFlT*r@_$ulWpqgB%|H;w?sLRZ)h_7XOt8^X<oN>oC
z>#R~?KW+Z(0*TINr%mDw@BzEB6$ym1)LX7&_DXIZt_$B%6FwVUC9qzeb>7(eDN4;G
zz*)&w4KW`<1V{&+Yx0&wJEsmE3&jllRdz6NbLGuUBaV9r{!BGh(x8ioQj@>hQOvm0
z)dhwGy`FRlE0nBqAFt6j%W#{pyFcOzV^m16BtXcg<s~T8QA?+yRk=aDEH#~YLte4a
zR?Epvbaq><7BeO-AGCM(<=aqi)1S0ny!Sc@lS{=N$ryR_=Y14vNhs?rs)qIdIu=6E
zVzOL3l5Kis5Om8I{+}@kM_+`ewBH=9QAu)rvgvuq?YiHiLSN06u(Q6#xiJ17yBc3F
z-y%;XknDV%$AL$<v@#c3ASFT6{Vhh3RLAvG<=H<k?N->S+CPc}yYlk~aoiSpx~Gm$
zvUw4xGmAQy>stQGNK)Z}gdNu5;jPU)(cJ`l_5-XtDI9sA%!Sq`BjhU((VKPS;M00T
zAymNuCZU_%X%rJ1vXcx`kGaLCpBIE(>m+{ltqt;n@(q@&+8m|=9ti!}X?Mbl+`il{
zZcL>-R$P0BF=^Bk4??QY+39_D77&u_%_$SGBPB7@>2iz0A$FC{)!?=hljUIwuz4CN
zmsJ3<6RrQ<6&sBV95F@UB)`2S)Zin8e!PY%8dI>!*ZSwl-wiaZI_jUde<F>^^TI*`
zn;ss03M8yfn%j5CDZ7zOLqa#3A1F}X=<qq$Cxgcc<7gbK6{Ez9hY(C2;Sy#0(Fq6$
zRH>Ao&nVvBp62IlJz=~A_~rsamN{%4oUi`^iI_Ew^cBz$G>z97Aqnsj<r+NOTPgZ^
zSKk?+x`?td1}0NGo9l24y{*08SQK^!?rn8{<v@}<0gNB?fznRC^LvA0D*4(`sY*hG
zX_5wFKNFx=GfY;C@=gvA6YOCR9YUIKAHsbIf=k^TYP~N_W-ew@z{#)h${hz-W!P->
z;-pIIOwsJ#(*#Go+R}~s(`LQC5LGX3N$m|Ww9%2)r><Qh9USPR7Z!W3u;B&mtE2rZ
zrDEPhTdyH|&x&v{(vKQV72-Pbh`T~s{FKt<HgVZz6<{srg16c#n{#mx7PEr*2%iZz
zEATph2p=s=NzIizmjnRIW#SeH6$s1e^SElde|plrdT*ZQ-0?i^mqKU<bs>~^iN7u*
z>}a9WZC64m)9xLKbQcTrr#=MwiBAf{Ta4(_tw9&p^*^0n4o6{5e=duS)-*Q?lx3bA
zcYO*%aZI1*?$M&u=Es$qFV6D6LCD1B)Y5>wu;r`ETj{(YE-$QzH%wcM`^?1{c0P}v
z`UX464E4MBvB!wV9=?d%(c{h0e^3x*pIGwtlsyyut^cAJIk_vU5FY${(qnR#4ZaR!
zMf#VI<plBvefeCF^IKB_*~|&sx^7dIbdfD2p~){9u;#42Yc+LvZSiK`W^%^3+%-Y9
z6or-2P|k}c)fe6=3b0}1O%lVU5G!dejOn3?&{6Yh<VheeE>qG`vq<Ks_<2O`<N1xc
zX&tWJdd#=9%&|Y#Ot@#r5}=sPsj*<JF)^BfuderA@NX#-V~V<{RyarzpEyrI4*#xp
zAR#~vVt<)*!>V3wTyPB6UGHvbpx$`F8-$0QSAXY}NJ=K(La}q&>Rv5I{~v&xXRRxX
z#hr<1@cy>;MpvZzg_d^FfREc0De{T6oE1-=>Izu`2)JT>(hpLR;Mh}pYBGWa4S|?T
z^oQb2;iREpNyUO=j90Syn&&*Om-@`<5CE0)#XF-Ad+8VEb~R$+p}Aw@bSu{%<aPn>
zN>!?8_q<ZBq})fOLfoeAK56r7^_H_rx=zaBqXUF_h}tYs3)^4EgQn&~Iuh#7=`R=?
z)ClDQ{&pSQaHZvY`qWz4rY;e0>toBl*&B^?DdC3I!c>b<0eEu&)ITn<t6(?owf6U8
z^)0qhtJ1o!J6yd~MW_zfK%9UMk4_#r@9}D7Tji)MQCJoen=FK`)fkwf*j8R&!mMqI
zb9#Z+1bq``q`7RSneP92puDU&Wjy6ezH0(q8L~iAP!`OkcQfSbR10x?r7JDZy#DOq
z_t{Ug+1)jNYjK@H60@$mhCgkA;>1Ay$Zh+fwsKr(O2SG6R)R*}t6HdCqg5eRZxNXJ
z^BulS0;2G(w^q${5FD1AsfXf=yG;D4zl+Zmmp24YDe6`e8fv}?nc`v)Z@j%+NFcaJ
zm(nW5<Yq*EXYKPw?21#=UAI!sH=dS~S5{hv2K08rqs&QHsdY6<m#gWqtBVBDBDuG<
zh#LTT?15D^_FuPt0Xgn?*bLp>3PL$?ot0ja^r!Ofck>+EAPOsqf8lVQ5GW~ARm8Xd
zQZr5KzYVlG+=445XMre1F&mXLiniS8%A}gCFTcF_Wf*Q!Kf#t;IIjbvOyev_(bWHr
zc`xSxxBSValx@)gh*Ow{4}%ZOw-oRIfJhs8`F0Bcukrev-Fvl)iFLchHNVRr2ZFd>
zEtty^-tLCtg*|sBs>STMyCO2J7Mw2!64g}FsEw08sL5FtgGBgygCx;BA)j`nyunjo
z;Vp<zynKG|rYc*RLP3dQ@z0#r=>~A<W`!v^7@Sp%rI^WY8U@4$fVD3`GeJ6`lVbon
zJ(E`PKYT%r0S2AD%YV9@C+Q7w<r!1yp2Sjx8z*FNO?YRM+>Lt7K$N79TjS%)#3tRJ
zWP72lRF1&K&$=||^1r;OuMg;d$2ezO8m`30Q>2McSP&$jeJ$;JNehZr_&7-48%M({
zkcmVU^9V7s;TG^Z{plM3P6Mbg!n2=LTRsuvZV>!1O0paOJ7?z_=z=}e9OlhjWc0F#
zto+9NY@uL50__Uoxwv*V$+e-3Ht%%VsK+j%LLtwT7giS2VWd(MzJ(t{BO7k9&jFf)
z_A;Xg89}%~907t&U1vtVYD^MA_KP=?mX>DUf3Z)Ug@NO0DoK<|I!w_e*|i+{jFP+f
zI`d7i4x2WgsSH&PL^?ac0bD!&HN>P8OAWgoqNfk*Yk(AE@s!)7lKdvSzbL?@i>+?x
z$m`C<18*?5NezMUX@d=JOyiHVdeV?lU8IDRDxw&iULR7FG!hY;6@x=nuFgVS{^y)E
z9lR*3j0-)+Uf+-(iqaHpPi-xkPUg{&Cd(5TkNQQ5%XmTo*GBWnq4TUgHWvK#UMTU`
zl9n~?1e?--0K%bw`Cb1oDw=bM{M(TR2ap?{I#r^Y&O$gAG?|^hkrmOzK@?2RJ?KC{
zGx)1R5XU{*OqRAb_TkNq^46>kl+*6_mFH=53GZYO@P!I7dy?~{Sk!yT+D}kc%YuA~
z#0Q<uG&wzl43aUamNxBFRL;9iJYWKLRRjlN{06&Y3GkQ7ab`i~i6Mt{q|6SHc-g&I
zohe}<@kj}pgg585dze$Bx(FnbD}^2>X;3k>2O1Lu`Yp!3{7yW2h9lC;SJfwORwp54
zvwQ*QKEGEou?QQudnbVsCE+Ai929$sy$Lh`F~+J)yD!;yzvD925Zj=9O3i0&2_XSH
z5<arUzgIJ3ao<>?>Pd3=$6wcc092`bZdQ$Zux#;tC+XbU?GaH@!X-~$3Y33FK0lH{
zlSzX5FRm%J|4R)NS5u2MNqGVY&K2-ujI2z<tyRV69}!w(ErfV#6M#op2$A^E;npc+
zz3hB72h7nIecnjz8Q$`%!4k9uPFVpe&g7T;NJq~c%i{R^JO)9K^r8^qnJz<>+6b)q
zD@%Bf%d3kQ*ocPTzWaHC@brc#$aoqpaI-975uDv#==na}L|dl3q9j>KF#!A1c?qyq
zgO*9X6f6rCQD7IAA9e}$+|S7Jp{`KVSduC$SAG}HJETA#1PWo)9YEks{QeFvXlm86
z076-n3!t8?OG&P-KAC;y8U6MtpX=0Tr3eG862D5IGkA97D7UZY6l7F!sZUR7ROqo9
zgzTyR72!@B=48NZbuAa#xcM&c^uUlesVQG0K-gH$DTDOj9QTCHHUjaCQGdz;+k<D2
z?#bG|Fx#>nh~j3@zNB$ui+EPgjTXWk-|Hwwv=Dc10DZS|v%uhUBjFyvqaOK!TZxIW
zT7GPyI2<NF!pEsVo<u-uDck(;mc({GMh2w)%U~KpuQrto#++P>gry@|XE=4GJbps-
zBh6Dx0U0z4V|5iqiq7RjwA9R*oEmtEOq}rSh*7Jn(LSk!R8Pne&HTyxgEnyu8#~g!
z+oI*R7U9Wi;Gi)03sC>O60*itXFaAuR3->-bxFvNi(#Uc$p)}=KPOxmA+{h1RUrJF
zQ~B28b+iT;mKmW5EEy%^9g?<Q&PwDal#Li3{3F@~{MHZ4LTqpS9CF!AZBP3V0p~Wx
zK_7kEIgS;i9f8O(8|I%;CU>5H^{9e}Z+@~lB_ZG+{J@gHAl}nz{f93_?V~@c=lzzv
z;{%h`N2(P=x~8B^nb%cwZ_)<=m)o^}OT)QuI?x!YKOP&l4l1j4zr8w-LShtmdjG)}
zsZFtcYq6RPATjxe!k!aG76m<-%~YLy!)2suSyKAsRj-FK7BSyyC_RjS@zDz{;C~t3
zcR<<f%3#Y%L4a}$lUT0gc0n+-Q3yo^I2065b`d%#1Gce?ef-m<I_~kQph(TQDK=x{
z&zV=gI*=%7AfEW0${2pkRN-Qq4LMK(Bl7wDx9<}%RqVI}d=JXe*ga*XbL;Mxz`b%X
z_?M=j+d|YZvWOV74Os$%<ENkyq%XqOlIM@yA=F{=>1qZa)FC-3IWU3IOhMcJR%@7a
z8?p%?2#RIdSAl24j2|^j5Y8RS1`w91D!FuKUpSh62T-Qp$L*D^Do#@x1(t;rJejK)
zZjr>!U$V`CvZ|nY9~1@*_=qjq@gXZ=ouCnxvYY~^FBN5Az9kc2Wt-;*rgz>M6m06N
zliPfnL}XAco7J%L3jg(lA{cH8vER*?9Ls72K~Ss7jTa7)u?YDNO|CCFa;rBQ%V4Q1
z#6>ih*I>=HG#~))qt(vx_jsDK0kVizvC!VFlQ1+~lm11sDNii?v=Bz{2;#cw*4fWY
z1$SdU8>W$LDTwyN0j>3Nv^|h^hCC3H(*EgK3+uvq!z-iLW=9cw4_UuF<nplb((Xq#
zukMFfQ+%bK@-#GG9T{{HYd4aUIJ8%G4b-<j%NrSPvA)IbaHJ%g?Q-<;k7sYIusT>m
zm08Ep9giIion%r`tUp;&;;K2(lS+foCNB34O5Lx5R&&e8-(pPCn;BE+>{kp`Wos2L
zqRCCRm(qut1`2u5dh5nAFH-S$9i@3M*O!?FZ7rsLq#(#tV4-xC71d=riW#~#%;)UN
z`mHu~@BqwMOQPWQN3KDRyVn7*`!R3?mqH4VqG%Y(!*9P7Cq){r8M+XhcIekAI@#m*
z)0d*Ztz`ep*PQlh!whwNhB|KxR%p2)R+xoUxSUgDnEZXG)t^NEQu3-qkx!Hh>QId)
zs5%9RaQiZNc10(fWFLdDYX7?Ojin0Adn}zx-L1W}#oxM$9eseBaip@RjYsV@M|ov-
zc!l}Cca{N1DI%j^F;%9#Ue$_ca}H%L{n_*OI($kK|0!wKA6QTfBM-%~#~km_0LvN_
z>kf@`N;QP3ri=UnMm8M?RGCbmsfDa1m-l;Xe&BjME^)l;<t>^9aVf)*$qJdejicji
z>gD{%d_fl-aFWoEh7Y0zZVTtzU)=VlC<Wd2qT$;=(|LFF2db5etIZL`90({VZJIZ!
zZE5E@g_Cr;>UiL;_o-Iy+k*N6cTL5;q<wZpjfJTlRCU_Vw0e!!Xx&Kobp4jB>=5hE
z^{5B-xtj4_5P*x>Oqs1GL~LK)=ZA-_-fNk@1!k;XL%1O1VxNUv7Qz>8Qi1vS6ql37
zI!`Xw8YrQ!U*g)7RSN&fkevnJjKwwP`aDiHdTsyb)qYOB1-mkD;|QA3XIUjsw>xl-
z+5Edw-^*8xfj<&Ee5j1IOplPM4n0!_ha}&<da8D8Y^-QCO_>Bcw5=>Q#aVrf_#}uP
zlv?y=s$Cs63?fZ|WuP6kC+5K69QLKfkDr-lG+oLqAm)9^V4RNH38Co}#}M}ccef=e
zmy$9te-Ah%oHeQcTr{QW#~PX?YkRrH<!+tdnswhY3^c8xiOM2m6cm@W;267MB)#+e
zZV|Nl+Uw}OnIeK!fk{)~hj>={$Cb#mQMD`807-T@a8ns8VAib3rZgd$8Lp8e>MClX
z;6wp^5c$E*OfgnMCx5|488Tsf;ZnA{wJ8M<zz-hHsK<66{cz5avx<Rc%ra3p5kwa$
zzXT;3s;+KG*Kf>FO8hJ*^$FFtw}aoidul7ArdkLp3e0{FP8YEsPUn+govwLo<d;QY
zn#;~U(C9SI%d)inP33~(*naFQKlvZ91;_u^XBZ<w%Q&|V3BoR$tJe}FRkgcZO~0Q6
zK}vj8$UV)LhnXa>x1m&aR5wo71S0N<3*PB*mvVHNE`&lwmq;dl_7|P-pafw1C?erH
zrP9*MI2nPV9r5dVkZ^B3gJH)yDPdH*F_1pO{<iJ-P>7<hP6rL6J|`4}Y9q}DJE!4{
zb1TcUjRnY7DP=~jFXI(uDL$~d*p#H}{3P7s7|QqpWFsx)mchYIlY#)?5`5jDFK(eF
z_UTc{d~Cx~QSxUv(k&Amg;}eQki+S8uM7ff&f+4lO6I~5YiwX09D>FUZZz(r5C}=3
z(%f_R7JQi(MN_2bHClD14=g|wMA;;2GP$r3rDV0H_Z8*#zrG4&Tsm?4?yaeAa<j$n
zV*#s1D2$*0^^ML$d<>IB^8vD#O4W1P-=+6!AI{4(uiHEXFsnIP3$;2+z6SGrby)_b
zzLF!1iC5fOmPR8d$KJocfiNoAVY14!A@unei{^v4B<b`WsZc72N_h2AGso|3eWlHH
z#cTJn&7LWgXvb-&^q$y4@&2D--8BkGH<UZne)myTf+>cJbqH(T`$pP0=m$tlZ-oaF
zfp`({XGOb8T(ai{+TI%BpDsT`Cj*nn{(Z3;8B%PY{><exn}aN>hO8TocRaDH(WDrz
zBnNZ7FR{>^E@e>JdbR(bA^!iE<4rlF$;Gz%HpXm28Fz8|K5lqETtrcjjnQLLVaoWN
z=b)t~y+@URvo&&s#YE^%wa_2c>};OuhA}IU>%z;Oq+!tMm~Nxc<*z66p1spFiCDFg
zD<1Y)|I}Gclq^eSO3X*GTLC8;h$kcC1}Uc$I<bLLCvvvuwtcepsKv)I>+39C3IK$V
zJL@Cg-@jC09{{VF7JTgi-nt*$E<SS@3p46j(a1eRA%{)ggTR4+fRi$uh#+<Vr!Xo@
zDXG@$G+FS9^OcK!7(n1JeJ?K0!hZm{chQFNe$t1z$IsgKM?X9v`@dcJH9Vd1^Rm37
z{0~sf$Mcw5^&g-^F$S0C`wBGRZQ`B8`G0_~_gYiuM{hqBpk&mWvLFBhH}d9?xb4;;
zZfE#ZHQ{Ae8<3&<BTq}$K=sZ*!Qr*bgIs2V7kz9?KVZ&h&%{A@D>%U?-YX1sEjgQr
zX{0VGl0}C8odc7yKVlQ8^Y4ke5SU8RLLR8;KXpiP&V#h)-3_iAHBH}ht2dj>s9*bU
zQ1vgLz>SO7ZPfRU_TOhCd}jZEG`ghe&*>E3C7qe0zA;E7l=h0(_x=2V@E?1SfbStG
ziyZZH5Y&U7fT$J>+QTJk^!}wHuv&m?$L`^5=32gVeJ~Q6Z;{;>czR*nh#RHo6=^v`
zHZP8sQUuo=Lo*tvkP^`T4MPtXqpetke-?c}mt=83@v`KPjzbk>vKZ9Bcmh@`=}wSy
zn7;NRr!*-ScF3UFE&Gf3pg$2l?>{k>n<+S>6f|{efoB=X?IX#`3I73RI1~rDO>XY9
zJ}P`?U>f$q@i(N79TXS(I&hG}CFYXy6*0*gm}fb%QQbpU9>pPqHOO+L6{IbkJ*&LJ
zfrl~kXhV)kra>-XtE+4sfm)x5DaLI08}VJ#cJ`&G!~O5SJ39%Fl0l?`F_NU=Mj9Oh
zhkED7pFcY*T0v6)jEtGecW5oEWeGcT0zScCCyWDI&V2n|WG-5pldASBW3<O00oaMC
zA;td;6QmI-bmL!cLh`>jj)c$hV4l@TuOLu_k7CTsFox=WS+oNMWryCfJjNU;P=4%}
z=l+H@L_v^Wp8!1>>WN)7<58R;VJ*)94pb(EdLg7TD01WR5=s<rgX2ymwfb`l;}%e3
zwg3#H^2qa|i=U^iqdGmvoc@6|yGA1HZZx+LQT*W^44rnUC8tK6kD?|OAW-(3^}~Mq
zovc$?GGm0t;`YxUedrRupE~{GsbYP2qnY1)PmSWl1Q;w0tVRNo&cmB1%1J^ROgSO}
zh{ZeJrToTcf{9Fw*35^!oHny5?i(V^WfI0H1VK#=@l6Yn2_~U(;Ogc>!cVVy!_Q?A
zsG^|OEr&O2F~ZX3TFg5M%PVIxRpF^qbA>?Q@bg%s_Va576~dsGfgE-L%i`0SWA`ZU
zcz|-?y2}fF;pqG7W||^d6O8b0;se?Vc#}LyN+Jg%+fTbK0BcMuOOti6?DCIRQLN@4
zTK@w;ZW4k!J5T4C?_UF)=m*og3(Dl_?z`_k8*)>_9Gy$MXh;PW?r(CdLv*s(2a0?4
zFL4t{w|X5>MSd*Y*K^8Zq;e-?XKBc{Um3208Alm5RPPqL9M)(fsFt{y4n332kMX`<
z6dXMTnc7tKeUN^wq84reJO@&=y?$p&*D8)^P~hs}IP5XiKQA7E72iX#I59~*vHKZL
zSM~qKzgzXnIQ^`gQH`%Ek-jjUFOp&LYLc9f6XVPrQ&IjGH(*72*9mA5grG<cC@RAt
zz$eE28b$5=J;bXqp;3yFJ8zXJzaveR|7v&LOZLb?S3Pg}%+U8cZ(-<q@~a_QbFe{^
zK<B0+1Tc+azp8K#fwu4)2GhboPH}sCUvTYs2Q+^mi#68P)PKAfhXIwO<M=0$W1gSO
zbhVQ{rcGO}W49mP0R*S75B!zG*uMtdn=>?gb|^UCGhTpjxLB=PR=A1D!X)PmStcHt
zHw~JOI|$t!>{;42%YfK_{JO~SpNC;OmhzR&T>D33Z+>9<;};K9_4w9?o1DyD(r5XO
z8HGHgBVIhaldgXm-pjpkel1A_mZZC{!Pi!s$as80kvY2r+6DS07qZivPTt=4P;0uK
zS8_6BO-+qczU-|V75_=~5=@`Z0nt=a<Ko6Qc+>0ZBY?ieEna~iZUeE>U+aWjtZ+^k
zP1UppBIWM`zEqBdiNqYwT98;A)+$R212ymzy+5NO5_AQ>cGnrxELppfx2D^cMCI2A
ziTBVKbA=!wdHc_F(P(NEoOS;e2yo`W!Qx@=pvWoCA@$au**q=NIqE9Y&61mVmJSsA
ztr1My8Z$Et3zCuPg1T&Mut=uAktSFpBg_-O(~}2T_&j|cO=F4Uo=FLhzmhJBc|2Q#
zZ0pkT<Qq`-j@fcilO(<dvwTfeU{q4AGvie_;zwY_{OtcI@~YLvJg-2p5r#e*!b*Z9
zeTPd0Kpyrk_M*@DbhgT#ht0&NpDb=I7ajsQ086yS2wUh%7P_-Y8iF|B5Vg0`i=W8?
z3O%@<E#Y8a_5$2k4B{c%C|s1HhK4o(8$)a7cGulY&Iu3eQt0uWaQ#?w-G{gL0@Sr3
z<mG1@C?;33J5~GL#V-!hF(}Bfndg1CqeR}7s0*Jdbk6RxaWvgQ=kbfcs05-IbBeA)
zHOG;eqXt=uFe=ZRc>TA$GT;3DIl?dku5DM4+F=-~UN2sZ<Oa(^Ew}Z?SnAB|n(?Dt
zQ1;%YS<a%a81BN?kKP>yms^<T{R3&ouWO-|_HFag44@zYNPCZv1MBBg*6ou+l{Tn~
zmx|8bp{LJi^}hd#T|_=m?9I~Yu6z)``P67yUWkJ3tOhz9S%y#$0Bo)Vu%}Ga%V9)M
zb1-XSNh4NA-<w8<Ke)P}f5H)6l<!YlF=<28yVIo`q{W86qpP2!T3I0lGW<>|-}XAa
zta91&#T(oP(MFaeI=MhT+Qix=a&yWPkK(VuyA1`WAJI5PD)<P$iX?H$wd(Y06(7Ii
zd>=MJoEYq&=d<kcYhuuTr*FJ-&Jc{YkbPm&mq~<!t2==V7<hR2?AP|nlP)gU1Q?~s
zJ3WpSt(1vG-`=QKY-r%~p!+QdcOnEPfY}hqlEfNTm_PMEIIQZf6e+F4Jwsf$jiM5c
z!e}s<Tbr!4bu}M$ipBd}cCI!-gI9YMHZHU6wRo_|Hvsdc#5|H_n%|Rd{uC8jIvTI3
ziBW|6qNAIVP2~+2r3|sKk1qq^FubEp7KmC3OlAatt(p#1GigfW{e4!JIe91ut5-;U
z`w6rRtS=TMRIycc7cyxMQ7Wqn&oq8Ih}qx2Yrz?gA7T3}OxauPCP1NwRU(s2X~X}~
z;?uBVe*<;fS5TnWlDZp_Ox{>E8bqK(BQxRYm*N0d-C8=sGwF&p^Cn=1Hzp$%kW%my
zD8&k{8cUOuD%Kgvbyku+*<m6nr9Z@vUh^RG(a0G8oR|2T7z)wHC2BC<f26l*Wc-n1
zyzFOZx^>Zs)5BW6Q&EstmWZ;DCZzgqF{@4MOv|ny%`35XpXidFilI+aXJfcod9O`d
zZ)X!|vJqTczeRsrio~dx33laQ*w_KX?qPVuMtb|bv#}bJ<s;*-?eu%~t8L*aKGP^6
zak{<Flrt?Jj{vj5Hs>pVMsgHm>+E1@Xs{OlnUj*{Gi)bhNj5YC9unW14u@+1d;3vT
z6XvroWqTzAT%>_&su-je@_2w<pv)Ewv~Q0)pF%>flK6&sRM^(&`)r42KmfVW8$S|H
zx9Q8lZtP=*GuiQ-i(SPraBY9S1R2DB;n=Yt8O$HyL5*%%HEjG{R(*=l*3QGWv;?vR
zFBbiF_#c3DRKXPw-;((E*(`<xCLzzbUfQn!VNAev_*>uJN_GX>=A_%I-!YC<<*e$?
z_yzKoGJPCEpphSR$2z07OUaZR$yHqzT**M?O$2nqpE?|~$o}yRi@BTV*k8auKCJHB
z2Ui!n^3W_=E8CZ2(xBR{%Dv?aAHg81MtxGDMaLhva?tk}I|o}7VCK=sxqy%uIqbe1
z70K7BLRFtj1HZA57U@LPilJkghahws=jJBS3H0syU!+;v{|5j?>5|B0ZyJG_`%$HY
zUX5ZLmLKUFk0XAF+;>UPykbA81%5RULHRFG&2FF9ZFV%^8nB9zjB-jKb%y>lFd0-w
zxIVz?0ftZzka_(W7AAVG@JZ?~>V=V+#(cFUKe_(IU4Ph8!=NV2w8cmfOiUd!gj-Em
zBu@Y*=d-5DhQ3}>Bz#P4rA4^rr5!vaTo~4%Wohye7!b}-Olg2cQ~ic*Oj2y+t_Y}~
z)lLNq!X^aaG3E8M)DT+&ZgQY2tBtB43da8Fh`wjyDe>1uT$Be<9G<^-IxByq4z8@R
zoKz$NIfPq|k9uT37P<v(z8B<8CC4u8|77k-CS3%O!T!~Fvlg4OF&W5cFYbNmm5(JO
z7%uJmJUrJYp4be<o6ua1(v(thkZ1x#=J6L>G7Pg7$9>>R=osL+iPDfVi{yJQ6f75r
z3A2j~3HPk`(pg2o=Rhty7mZr{w1aVC)s!4qSMT1MT}1Enj^+@6`QQmYH+Q#vFdE@+
zJf%}B6v5BgQPn$XyOF3aj(%xm!k70ks(FXsmwdf?vNIML9C@Ch3fle$+Gg>ABt#7@
zML5bZDu%dk!hbIAOe$QEsf)p|i}wfPrhFXc>p8w!W=TT%H8K(~jv4_>3fcGm_G^c@
zYlQCD2X~$cU^`ze)8T8Y%Q61i2hIkH>XL$j(sWHtO;P<wparXf?)Ip*lmtvt2p+&1
zEkySG86l*StfHi#Fj26iqQbsa<1c7LV<^dTR8^+cT1rw4j@0J;ySN(;UxrOyJVO`?
z#f~JaPga!64-+URg+S9%`9XC|nlStk(NCX)U$siIh^9sqlH$C<D)lgLv%aw8e-{5{
zWk{@StjJolBTq%%`L~TGJ#Ur#VRW%eEzBKM^aCN`uB8P151?HJi;|)+hhd2q4P~G4
zo2K%1Mm0{?dzd-!(56qn5RGc`?O{nmt(67c6rq{^Lx`vpN6g6Jh0#CRG^TZx3(c2?
zkrV)^YZ&qNhQYabN(xYnU#;^P=sA>YBV0Vqx!E()Dio534qshvf1>j`jnVvx?{n;R
z<8l+r^3pcRk`&LAT}fij$lqUhgQiJY7gn#7sKO_A$B*|ddU3<#xp(9yh7Ykxr{0>+
zV%42%>_}g&H!?C-w9ErIi90IUHUj()5Tbv0G>qGE8?AiA$yS!IuN%3(xw5m{=o}UF
zLhs#7;alJL_Dv!#j{f2g+`D^~Y$dvQtn>5^cF*4t`Ly;>5nduiL~XC$RsIoZW1mn?
zau1%==P3{;$u|VYnx4m$1N#(8OHu-;-`2O~{Rbe<h)U7c_#G7)g_{!iXqw<SVHmrS
z{dSKM=e@Uh_^c^qvicTmNQo82EvilCR;M86gp-D+3);^VXhd?Pi@GF1bVu#I7Y+o_
z_oMM^_RlM_%$f#v6lAFt?hHbeq<+evXmL@8&w?pakkgPv^6jx?O;LnRafL>a`DloO
zHk%_#D$p;i`qSjia^>4yXIS1=k{jyQT%`}QZ#57(P=zLGz9gzH$rKUbeH%U<zdl@C
z%Bhi2(OAw=k<CS&k<Op|g3Wv8K;P|?`?RoualfcZ#EyX<D{tfufxu&vB0PnHTEDiS
z991cjRAN4d#y=N2Yo%M(o%D{d$8tDx62H5qLzA8BWH~~6_Bc@;nZ%7r7spo31x(r;
zYOoy76#RS}oh|A%pp+?S8nvyMR)3&7U7%46mPtloIuMFl)Fah7_j|ll60DJ13ehVs
zB|n9vC$VdcrK_p&o8L~AaN6IVBQ2G(QNCnXHg1`6JKac5l<63h)S<~FDL2bHbiUkr
z`nQ9hseALOORcjcFFCM8u`b(d*mi8qQZT&MbDjVkRaSfBy+*1f*m~(d@-6B5n^vc)
zmYGZWoyug!C!_%boKlRiIE#|A@CDed*hLlJa-<LO^<^bo9a3zg5oMt`q}ob*%l72c
zcUIQHnv|S^*5c`D*wB`=tG}20z4#`Xe`^9hoXw7p@8-Mx#f6&LLCStONr78I*_2j2
zm51fZ&QWSc<3};FHCkslp|V`2EQgwSLl5I`kcEXfJu?WJ49UrXkwY{h;ZqP@Qe-WR
zGywp>X%J~`<(s`31M?TlilhS;#7Mc`e)+D@b*hv#G~kpf;nWnhL-v{}76Ad<wBu7J
z2q+BHsq66uxD3OxNDcrxKPE1lslwg-(W}27sIg^pDu$HNUShrLOX7hm2f`eC!(Hr!
zVsc{L3~P$W2?z4w))r;7O{@WW7Hk?d2V6yM5rnC<X$d6xd*Jdi8}o^YAF|?akXuru
z$e_jKGC+B>TH9<TqEF&^SNwaMF}frDR~bqPeOo%eR7P6O*0e1c$e|Ea0W=z(vP~$H
z0NW@4OEJwIgq#-vpjL?15NE0{_~p}m=LrfA>P?MI&0P^o%?DE5A8}HkQ8&LO4KDw~
zkhdBkLzS1G-FUX=jS?=n2Jl>Zwf}F4hZ&Ce=rQ-lmxe+b&6DbM;&#d9IIN#^6;%Kj
zG#};EiSU#9c-zX1+lH7UToHSGb3_reRFK;;GrvO`p)-p1XZ?xCqzT1}K<T*VQj*Ca
z@9?bVCEc*mtareg-W|L~R~TK)--vNGYfo@mIN(3PZ%htb;<Nb{D+Tb&fJ8&}_izOe
z3KT)5LxN;BLE~uWx8(D|;z*=7BkkTtJB>+`JSV8)OG()ld_kO<`q9+jdEZ&2D@D1f
zEYysxUILIxHHzeCD{9ae^P>bf%%(NVohgDm8dzyBP$dWQ_#6tmY^4wz^GskVlr<<a
zHivqWPMQ!6%{Et&2LDsY%LYKSf(~Yp?htXpR#@F{8m)I>rY`)$Y2?B&4d9)6Hi0@?
zd7DT}7d-SaY|EH?Ra1eHcJGx22Apr>`7iSj_82RhM}O}QsNxm}MJeA$Se5lnXNguT
zOTko@b~v8sh8U(33U5-mIRPU4(;vONnn}L&v3Y1-93Z}J=~*W8`s?cV$5c?0v@GHN
zilD##UsRoCR8;R9u7~a#kOt|J?(R`$=ph88y9K11kw)q68oEPDX{5Vbx)hL*Q2Cwh
z|C}%98?435VrK7m_MYpx-|Ob4RH+w<L8t%x?IQ<(nQ-}S9gL$9iC#d4yaBKcBt<e<
z-;?ZCCrQg3ouL^UkX?Rz>%BAX;^NyvtXFJTVOJ|{Y_W0j!pG&))t};q>xuQvy^|uW
z^c)`rN7S9H>;=eGI?LM9Lr>%^j$O~xq)&?w$I;aJkCHnDrkLofT27gVY%TQT=d;@b
z2Q|hFZyyT?zBtr2m4_SQu?aeC%D&ytSdABeBP1SgO9l!NIqq+F_JOVgKhUYf5DaB*
zcxmPhNt^;59LOz#_<TQU_xgv_kUCo?zpNq1|5IP#6l|od6stf>MDF4B2)F^s4|!Gj
zU3ad2BCx|F?hfxdkZh_5G|N{&yAbf=@$$d&450ikQ<|wlv=MFeHEN(MTo9WBj{*p2
zj{x@!9L%bJLge%j$IO^blc$LQ;G87@oF{8TTpn~;nkA%LFV`=1CDqgMP-#&gSKjxo
z$NvZ*M?^;E9^`V`P`KZOJcae~Wc&+6yKSGsoxkq1e7Wx<nVtLlyf=>cUY63}ls*=c
zAW%wd*4+Jp1i-m}=?k8)R^>KCLIftgykGnWf?1mVmNWeCpIw@yWe6<iZ^=6T_p#>c
zKhRe;F|70JC6Ndgrz4E}-zVHkPs#rBJalbqpF_?bhsYGr05@SAI(Qw^2XP-B2A9Ph
z!7|Az`XH_h0$Gq^3}&!wZxn)rZ%=m35x92$RxZx~-o)79KhU^HJ=9dW+MWO9r+K`r
zX}iypGh$G?m2#^hHPQI;;mP#=Gl20~$BO}G3);u~2YkJV!_xh_4oCm3`<cQ<fc^r`
z2Jm+6UuSb5e~J#4?V-0)m(_Ni&im_sYdN(bc7Mk@G^fHKU^TuaBLqSGEA}?O=;cR@
zeozxSG)%`eM__Z}^9gDE2l8M##@Kd|@qZX(<=Y%y4ipBVVZR_%#Aho1xH!#<0lMnS
zEYk>(&A1B56=kgZ(`_DaCd1Ig6pfqSym4BA?o`yh-d3yZ6OSL`(U6UfWaN1nks9fN
zESJ2N3iB{ojl1+cF_h=B1S=gHfj3Xl)PI+Bp2{sckoTo9WqG?7vsSC3xc>NTm7lcF
zCu{07TkMx&f8~k*$dKAneQR}PPEn4m^AKipt#$f6Ax+0TwIEx9gQFM=MUe64WW@ag
z_HcY$xT5v$f*Ah)wgyZvj$nh5`}vZLi(>Gx+ywZI1ipkd=D!o}p3eK?e;YuCm@d3M
z7~?@FS5sbx8E*Vri--9CgaGyo@o%NaLP5Yn1zMq)MhU&*ysh3{Jr3<kK5(tXcSGHs
zt9GvL2jtP@nJhU{iT#L7+v38*rg+G4*fj&SaPB^l=i}^FQ(&{d2@EVgQK6l#mF*lV
zQnG-6Kr*Im08aOot;b~RH^cGsV~S?-s9a4LpH|6@-8ox6B1m?=?EJg)%-qtGhyq(`
zePqBg3{OI+odoJ}NW#IA;x@2{{Bqg*kMWMGc2EA?q4qFPq@*`q`#MRY&l)pBx&xRe
zI^r6D3YwAU9GA4>7h5rm=vNnU;V89#-QxO)m4kngc;R#|Xs5c-YYT7#J`HjhVYvp)
zlNn{<OGg#j=C64qTBx2tpZir@C?<l9JG=;$IVA4FK~7f>M`eAA8_j_nn?<e!9~<bQ
z3gM_FsYLVgTkQi|_OWd5;g6xw(?-p^WEIbX!r|72I@;1S@0rRJrno`WkbW{hpP}&P
zj;o$I5os(lZf#y{SLN$C^f24y;XRVj2gnqAyB3oQ`pMbB*~j8tGtvWq3&%aEU13K8
zt@03ruD9!N<#2kXrR^L=+Ye&PMJG#xdMMxJ3@9_4+I;G<?Nw;UPd7LJ$R^o?R&uTt
zB1kwG*R_X!PnW%=OiVuLWjIy2cN4oK7mZX7Pxg%a77Lp3^|$v>k`t8-e0t;CoBF9}
zYAe(IsKq3DrH{=2_Ur__VNzfAV{2*WfC76rutxwNreM)G63lIGm(#&CJf_}@@o~c#
z@khozVA$`5g7o(jVYXq%M-9rlKIPoi%2fJvo8&~0if%ETvbTbD=bEH~1`e7@ug~J|
zmc{nWeUoQH8qYq$r?Okivi&1iEmYiC)Hxj@c!I~wmB;Z1Q77%MPZ-^l-nGQ6hk+!|
zisNiwP%dXq!EUIL<8YYn#3yJYA9o}ioA4XL*_c>faya)95?+lq<j9GtlBnsVa$a7Z
z^MjFhKY!wL6BIqQ%T$J$`x&{4XV~{d0}e;*wVm;{E>oiUKiEqaik-TxYE=UZl~v<`
z3r=I~EDatu#95&Q{izdg2WO9FA<g8|%%jNce3_d>>>{7i0o#+k?mXJmbD!0gkns)6
zUX;QZ+fOxE85!810PMSdV^68&kHpG}>mqlIf8Wh9aRDD!^zHc<irCRi@?8|q>3H6L
z(0~N|rTZ4!poG8@?Eeq+1_Bcgc+y9(_5r8;$;iq1?Qk5b{EBZhlPbA)i?Vd67l{NA
z#9wULPAmMTTWo~0x$a6geWuc(8mju~D|MD%G{x*V0xQSitfNCn9F){Ew82j!{fZ*q
zz5$n@=815tyP=uejd}Wr#!okeT}=&eXsE;U5X7w&&3WMDC(zmC)L}s}<zJ)h0-S1I
z6~7pWq{(XYv~EjIbExmfI3-%9*&P4te{n?V*qt(ib<>c<^O$kBH6gkV*$i&KSJo=0
z>!m``LfWb@qvJg3TC4ti;{|%t^_4HZBwvyib%)5ZYjnd`)W8n%zp_}6LKOV%z}05l
zN!A42`~>oGd-LMkCt>#-i6h=l`?yf!(0nZYbGhe%x`+~|Fc+#0Gc$dX?K%HXz55xt
zj*fL`>baFrqW16TB{@zNr7RobpZe(Njt@|QS)}MJ5<Kd<z-GAspL#dNrN!etK_$lQ
z+cz&=-ut@x%BH9&b`E1x`tR9P@=3V{qad=*F@IE%td+DH1cr(=P|#+6>VNgJajcbu
z9k<qrxUwli5}T*EN{S_U&;aa8uqCw?ED@?TZiHb%jmpgmg_FZEqp?%TAYXeatTKn6
zSDti}Bd!P_D%^@TFix1k^Fdo{TF)Ktnf(*y*wCNIbk!c3#ak`h;SJYoa-(+qc*LIS
ze<0^<f4fhH^ROju;1^Wm1(14yRJ-KMwTwa(*y}BUXRI8cTCf8SyCsRJbuZqBWkEn=
z=C$#1?5+A(DiT^aMFxcyXu(yZekF!ipw#bVAN*q6)09K5^!LxdIG+O}rN&apOWSVs
zL||BO<I?2sYBVYfXa!P=AsysB+E%|CjS(q@?OcR@+y0f9z3REC40M@L<zl*cq?!1(
z>hZ;^hLcx+HDXwDSF2cy9h0emdtc3|LQoe5ijTQr=O=He*h!GuAeT%s8LHqIIm-zr
zM=+WIPpMOxrtvM{;jeQZqIi)Be9OCr$FS>k(D=-jL@#7bDdUx~?-=XeCMKkS1ns0*
zx6PaM>o&6DzL8b1=xUd6HRTU+um~mC8n@(eKfwFP*o3`II0sPt=t}o8iM9DS<}TK3
zm=0<Pq6&;T-WLT0#x%=DwEGPSBL3WV+)Fzx#7MCBpM8{W)HHjR7}_y7l}W5=1+7xS
zHJ)5)YXUnTJ#M*|7tDQ7H_x(FOK`bXO@|e@|4}S$J|7ylKNNrPZkCM?q6o_s=%FhZ
zS6QwCCmu-g?d=&_pIC{uHch`sU-A}<oyNhd%S)9&!37VEKT$cT$Q=H;puU~V5rOHB
z#$_UdS$QDJ`79}Qo6~q!1D#vXQ%#_@Z=cuK&qeb&ac){yTh|+`vCZesS{9&A(X}=Q
zd;wE)$;)AF(ZdPXdjb_xobck&4AxEf-fQA|;IfdRjXNnWBum8eA0ueRj()y3k`MT5
zwh>1cx<W)4qD@?S=yY<nJSM0p|Cncqi^3Oh7sRmAeJKrs#3cTt|IDN)5`y`cnV}@A
zn|x4?#{&8ZoLkpi%$j9qb#%6U9%~~hCLTbK_3CnO6P@am`c!;VSH;qKqnPqiAPHSP
z$#BYxd3+;|9@`_CaCz_c=CT3tee!I%&@yxZIW*1rF!{_9JIJC#qOIrT83)s2bSOkn
zbxz;vYoS+fa%l$$vkmWUPi-MK!}nKpS|d#D?XxG6arvGb^VTp<X4QLol&NgLKbED$
z(>-;^BY^cpS>&AW;x;7EI@&Z6*mm`?^VAfVTMt!<09*D4&FB6m@WcrxLunKgO5q0S
z3#NFm1q$gpIy??Y5(zMdX?j9xcPTmfxyfZ-1l79GrkW(oPNmE*!!(HED}{7hehHr1
zVyfM6_N8bSlFFmAT7-WaZ94Cknv;#59ynC5DpD-B7~{%}^yu_Vm%!#l!U#_cc|kUb
zz4^Qo@-yw1Uq1V|1!hZ8l>B}1!dZ+e({`NW`^l+(Zv;6`h8C`dbq<O^e_rgU@4f|p
zhU0=+^w-~ab%oJ=kxXCv*F%F(%wD{Hjmb&gOrUTd+^80QVz=_%{Et<`BXrhFg;W4v
z6e>Ktp2Y~N7-x;m;EZbJc%Q>__1;nmrPrmc-ZWgxjKqF_4=t#gMA1SB8F`!VY>YO2
zc{x`A>T1=cnNiEsSbUj9MNPX#4kR*ph3|t+6C__M9N25CVxru!cUcVV`h5*0(TJQ4
zW|qAwC9$N+6^qYC80G;94q0*z3#WqVO@g=tWfddSCxX3)Aw`^}f#uqwA$Ira+nqgd
z>LJe~P$kG!tl^saA1HPC9d<^lKwH8Q4fhMwL4nvce{Ruq8xuYFJeO`IbV|215&U4r
z!P3FjYn-lTW8n*N6){ndvY4aLd95uWcrcodDA(rkMn~Tqiw0q_gyPWuI<2qrr+=?A
zHt00ZTS8l@7@!BD;02rxlbRff2d<l?Go(3dD!&ZqwZAf=C*R@uh~)Ko&K^&=gV1Yb
zaV7Il{WA(ZD~5i)<LW|sao`AfV9f7;bqO7W4U<pv6*%+ssgya&w6R&LXW`_i#v6!>
z&W|~7bDgwGyEY*k6zk^VVSTqW*rO8|o4E!(J_JFOKOq3jJTTwr{y>ba1X?(!mjcx3
zw#g;#J&}OWiJ$ie^~tzIrc-_SE}+!WWJtue*u4B}MfVP>le~ZKCCe9(5BjRVs6Sog
zvm9se@Mfuf94^nC)0OAh)|G1HJhQg-+i!d9?jr;uufjT+H~qq8V6wwmx#}@o6_yGp
z8cQpc^8};BoD2d7{oa<{U%BUMSR|^Hl|9jx9<p#F=a4H0UKFBhYZ>uhPk=9SvL}q5
zy4Ob5`xR<hvNKT3zUV)u-+pH#NNQGrI3mEVP~OL`44KXUKwwVe%QT7=dViDKFL~?f
zjh~KtlmxaK+^IW_*`OH_=AJ?V`6+wNiH(uw;>u|;wpE>lfT`q^t&*(8Ls#+Ck&Vr`
zA*eX_soMY3Nr;Jz$Ux__nNB~as>;lc%ujrV0>bU=FE9Q5R4WGE&l4?mn&3OWvZN5U
zAa7<fJyG3QBSTWV34`<qlDgl@UVmqu*+H7CcNLw5@ih(7>Ux_}Cqshe(80&k6IaTP
zo7Bt$!-~@4+M;7u3f6b8ApUYX+}vzMzMt5+^qJwD6=SkCQTf&lkNszR1jl>|PX5)W
ztz@aygY)7y7v;xkJamj-_ZN^XH*blmCOR^0@tBNsxGLtdNYBdZii8$Ay~=cZ(o8IG
zE47vGVrfPF^qD1CIWtG$9LQ(ScPmWTO8x_haF+@^arb3#u?-sqS&x?GXh-ho2<__N
z2$ik#u(=WR>na{5c_P(FZ8)Cy*M%Rqy>#DdkkpCve21x0Gc0h5R4M;GF_-0NW+zze
zd2;PB0k;`T;&MKz#?}VUltH<fUePBg6(?wx#naJ8LC}rV*^&j(`R%{aXb+PJ5)WX<
za>OK}tonP=slNFk<D<JELhwet&S~wbxp1MCPV@Eb5OV$ua4;a>D^;I9(vk6zr>K|B
zzrsv_pfe1Sxhr9N^twk(WyyN3&g*wH+g40ui8#VD1RPl^o!~L>)M69m4A!Yj#W9Zx
zBqSD!?qWF<|1HVt#@E`D!39mrXmZk=v;~EWPe%IfHG36P6`_dem$sdY+kT|YN<iJO
z^{(wr`l8b}RkVV|Npu!oAJwIA91B{-v0kR|&%gGpCrSNqWvdB4sF?TkR-Wg(NW(!5
z^23aeQDF+w;}PUjmB%*__aBj3`Mo;7r-@-&>7S0Q?zi!JKR<Bi%&J^n{DsB{wOUd~
zkIfBM?PNoXNGVCJQX8De6F9QeQv@v0Y4bs+#joF4-hW@~IIGOn<{ixdb}umLNyi8#
zW_eVeoa`5Ytw+*$IF&o#2Sqq4D4eJ>`AIiz#9z;jcJ;1_x!BQ>WLLy7!l}uuEUM+D
zrDf@)Y}v`#Fdeph<<c_UN);G!Y8WlKm+t787e&{KK|KCe`%8J&__Oa8?mcu%yaJF`
z-+E4~_g7m@XVqm>T)d-Qpf_=T!HvLOX{#BOYhpAEsD={4dMl0c2ac<0#ql4=Q2w_n
z0}|!qI9k*3#mlNkh>&E8pgs+!*_jARm?6e*D&E!fPYe~P#3BoFK{K;+Gdg2PWNNm*
z11C-fCu68NugedP=32;D>VC4R)bWigZ6tWhA-s(JBmZ9MoO2{;Y^ZJPa54nrnane3
zz`_Fs8n$sVxZp}QFnL1H320|b=f?%(%*o7&fFEa_yft0)zeWCT69sB3^r4xQbY3MN
z9B92H`x1EvMX&-5tJ@?P?BNHtFCR>!0h-6kZ6EmiZy-}r5*cTJv+yqWWI4@Q3x$eR
z3Jp)cde4Ya8afn8{qTbX1F!~=hxqiw{G&bZaY)k;nw{VOMZ>f|2EN1^{6}$Ou`vhV
z#a7_gmN=Xp4F?Q;6GL}L6gE<z;&J;jJrHpS5{q<2ZumYWns^s|))eZBEhPzz%BaT%
zr=jv}Z=ODB>8zqBDqZa65T63ZTSqu~nxuX*yfks2xTpwy<@ArGIYQo8Xu`_61CK(W
z|ItQIBTIKBQ$+Y%IBsf4TY4hpv%=7<EcMt>Jg27U9#PzZ#wsfwHa+8*%3m|`+UlXd
z5HJ1SfmN6<D-3hA=Na3)4{EGu7Z+zHg(|8jG{s9%OB-Qx*xW6gbA{ihl6^@i`OyTJ
z=Qp!>8@|p7(VC7~WEj7vJXU*9(78lrCEx1N9uUqlf5?jcBX721IMvrD<z_RU!)A%p
zNUwBKV1ycsDUi#KqE1muy}>)t%??}H1&w7F!?SvAlN$`M++bv?E1fULR(=T3J|`MH
zKoQNuFeHRk22U&i6BM<+`}Y}Ch?GH^!8QIdhWo=Wr{ANyq2E0Io*^0H_2N8LNd}rV
zQl7eAwX8beWPTjU;@n!VWQA_6yPKJI2Qn8j%$g&(fCKzLZ3FSQxCP>!;w*{o93evK
z={k!<g?IKl8!DaUJRSy0#@~I#nFp3RtcevAp%rCdvWb65%l~bfF9s`x{yR$qo?#;Z
z`2iza?zZs%BA}CCeUQw>bdcFn&XC2v`1M=12(rXKIdQJPT`-m?!|<=~+TtCn0m}E!
zI!(qn@bC2KjlAUkI=PoZBIOJ`KPMf8uKco5i)laSvSU7L2{m!3Rm#Qk(c#GcGq9tc
za~5e`k&cF1ygRXh*6^TI%7_6d70_4L9uF*cR>LTQc02v|h!V+k;Tc|n#>Cj@Q4Gnv
z7(;)&5gV%$x#uPPwqoRdM$RVVvnSyBP;-maH&_E`-LD-vQLYkq?rA<U#NE6Td-xK1
z<W|42VruTH*uBRrbnWBI{A35MbwYzuQoAsqiigrbLNS%fjO#auAgw_tH&(O#o|1x^
z=D!r!Eh$18A6rgBP1OJY20uH?f}3<^z=OFMau<{I{`t-LPqVp@J@!($3@N}z)lgNq
z)0LA^1VVQV%o$hz;sA8P?|jaYKC=Yg6J}ERf9cIn45INDGWWB2z<Wnw#KaqVq>kP7
zV_-Lssvb<@64*!YgB9f?1?fdo;dOtB&0w2r2jK_)QW#i_x{9h+E<mo5p$(rv$Y^|s
zSh;bh%lGmk8gcx8PX-|S*pFS4nmlaxFo2EmS)@B(j^aENlc1jsFD5#rGxOhp8fU_0
zlJ}S~BF-RU?Be;V0`z=62={~>Q2gtTul$h0iN92VQu8l?nJgMC$16*02+Ck-Xvv+Z
zp!feHYt)BtncTZ>=gqGES(DMHMNhsXX!Q216R*6<NbwRSFQ+pjjcfH@4XHlFe_|nl
zIOFV7uS*hO)tBPu8=sPTOPiVH8)P{m(M3OTPUKjKaCWi5A{6lv4Q@ZqZL0B3GSt=K
z6d`@qY*U_@sL<ZDkWXYm7d4kQp7vf%Ukm@Fi4_lvem1La2kCYp`AWQ7m)S?>+@#0?
zMaCDi;Mu~v5UQhF<^#$x6?Bu&Q%|j~*S;fJmZ}Edd4up2S69wu-DmwqvzVeh_gMz%
zIT=Vx`5FArXMS!+Hu^FYMP~;v<Cy5Ys0K2}Do{xxy27SnY<qd2(T%9)4VN$Wix&?>
zzLO^;<_JHZGlDS@i?bbI3N~?XsCxGWd_~Bv88XKMBxhz6UR@soAe}_O9HF#+22`x=
z%Z6m+>Why1^~39xbwPRPW^5VX_V#?uffOn~%3Y{tf`-jAMNk~1sp7}g{ZK#V<KyjT
z{m*T^2K;tIdEj1lh5v{3VsO|MP&^qY4;q@@$6Y|QKyz%=#AtHq+eAKJx%)QX|J>rP
zjm~J$ly1`o|6fZm0BbLZj~f)@C$~>_LkSpJER9a?<~MK{X*E+-<f*r4iG6rNd?@p$
z3p(*3qL`wwZwK-@Qo$I#w^x@jQPzNx_C1$xpt-Z}L%@gjhhjB=dL99NrSI)1qX)e5
zeZNGft)?%?bxmKzp#$93|8W2nIupp`@gnN;%dprH`M_6N060SxFW~s3e0i5C@QIf^
z7f-}BAH7%$%KGK0H4=E#bZt>65DWgNJH9=lz*fSWP6IyZX5l~r7^|Nej3xUY$mFMe
za_g>08aJ66&oC8}zS8(I{kbMNjONYd!PzE0C`W8O{m)Jq%KNy4koq@6U@$5P*Zpm!
zhpTcKyS$nPU=+D$=EGa!$e%h(VqtytR!)-~{Pk#ziX8S%X1!lnE(Oo@>Ko5x!0Zc#
z-Jori#MF<UF9^PmpVDj}JPd{tJP9bpMR4~09Xd~D?IRq^e@@vf8}^5R^L6P#l-eR#
zu;P25%g;D#X=ORCcHqU+D-uY$ALP>{F*nny39`n0dW7`z1yh@CKMp~(GTOzcPiZ1{
zO2MK*o*Vv0x1hJC^@CS22qxad+E)>`w>w~x;brFSG2UK#5Q1f&*CkliCD>)}vf63d
z<YNho-yH--n^L&l{bVLSXfd#PK8+4$*y!3T67RV%rZ%$W$gYvbg(Vl0wX$H9=Nd>%
zbKAh<I%kUaKfm(`=Rpw)&Em1=G}1+Z%@isom!k_tM6*UG$lM5#>XUvPoBEuZ8A_HW
zU%|@3lF+5gVGx4rz)-O&c&IMM_7tVU5L!4$Ot7s%?s{e{+PE7}9!(OkuEeyYx*hP_
zoDX{ksNwoNImb=qE6Vr!C2^7F8mDKq7Q2Y#l!MJUSpFAod?}b&ix`aZRxCvHpfUdD
z<Q%u^kNE4+bmYR$d1Z_W`UKJ_%KjG@8$8>*T}2_w+xLWLB`#9(Z4j*=-LC|VcnQ2$
zANP1fj^-4apv^+V<ZZD-aE;0h5BgV2`Kp%C#-Kk|{817fQBL%KL2Ut|pX*VQ1efgg
zHaBf=YrNLLd={x^+>-kq2F|_#pLdVZX(F%w2AjGU@DWw!7G}ZqgsT;Ja1FJkQQ=VO
z&%fdo)MvI5^&(Tk7m*4K?<G+4uwJ6*vB98Di8#$d?a`izcWU!A9(t>>dlK62FPV-4
z62_O?2a&9hs5&E>VGEVh?NU7)R1Z#$$v)CkDM%<<GKO@=2wx$J`A?9k1P_s(wY7;U
zhavNtx(t``>go&QMMska+dD#lv%Vx?%j3AI`Qu#nHCD(@mfooxp+ayad4AW^iJ@vf
zD6~QTvkmk_!EH6;`Nim4QyGs=%4>a8;*mTpn^0XGE(e^{CRMNy*M##g+W4Ge6Y3JB
zr?X;tm@0L6%;^LQBSdFxLH?;asi?JtU0p)Tm7Y5wJreOkg=)mqBu!Ni=t1&0<WU7C
zD!{ujo1B=eIbcfCQGVPlp<k93vDk=?p`NkAw7<a{tei3ww>6MZXlMDCe1Jrlk7R&z
zun;9ZZPaMCHi=iK62h*FoUB2M+7pqnxUtM7WwU`e1h7Gb2l<^)?P8#<5itx-q)T7z
z2?_aJskT~A3rPj==sxol#C{Y0VrrG5@MB(GO_e`KOtStzP_MQCEw^4zfCsf{b$?UP
z1t}+EYzk8zuM$|1yfyKhik%U?!v&qUtrn_`u4O)-8d^ABkskxwI^f6<36;CRBVXE6
zm8<#eZK=;PT8#7_DIM26Y3iN9Q1c`mOf~+F_Fis_N`;j7@H4YLq<-Xq9&UV|Q$2x$
z$K>dEO1Yw*lgPjLn{14wU8;2`uf#h(=9{nzsy-bwO#?~wL&Rt!MFyrt&Px|@|4Lc+
zX1Me=Jf^)?5lp6w9>$yf_eu*9Fn;+_1mfjl6kFw3#YJA`r2&W>;tcS|wM7F!=ECj;
z-KR#A8!o%~%`Z9e;wgxtaO%}wP#^yy&rNx8x#l^B&Sl)uq+h=S03DJSf-wZvNS0$z
zz{{rcn&1yQW0SltdREEcSVzl5Ig(!=Us+;Ctllox(|f_3jZsz44o-?a;xNsHEnP<Z
zKW(&~zU6~%zxqik>%^}9ER?Xi<LI_tBUxMNz1pv4`nkFyY;7s&4)~!EO(I*yE_3{A
zudF%A@YH!WMB?*9h@5@PM_Q^XBeFMMs_&|$y;f8(&YhR<ySqP_Y`+<zCg#29I2)e)
z2VW1@%yO2l>X9;xwH!h}VI|4EP`JY@3OOIOrZ@6<p=<67yv4<V1A>7M*JZq8#;ett
zO=1{M@YwjW{Vh`PBkDfE7yoawjU}k(C<TEd$4!>eUD?YLt#e)cc=12b8pV3Lxxttl
zfjyd(EhL{%Lorevz@QMvCHLCDYs$dhjQ7jIi4Zs~Ny+1F>1)8O<B_ux`IfGB_=5p+
zLL!3Ob>b(nwe+i=6C%zIqQZdgd^4gkd}M*?g=rgtCDne54^x%I#W|SoDl#>x@%GW*
zS1{*|>3^X4TjKv+c&UKB0m@_~U1u#Mj4B(x38g&I3&Pg&N-KTj0xFUZ7i8b3h7WE(
zB!_yo^&A0Gw}LuiNIbl#EtN{I#Q$QB4xPlRj|lK^VAm;3Z(gA-H7Hjw<`u{l%znA_
z4%Dpu7UP1)!E2afadt+?q4h1GxB-%YE)(&cuLgtR$1UBAax`OJe%q(*+}BL?r6eqc
zUp{u6UG9<Npk?iy?NI<!)_<2t5gKepPYf|IeEHdUU4A{VUCE$J;3^uyLY8!K7vvp^
z>PdVLq9Nk*>1HG{vWX{<`Be;6_(qU-YrEdl`7BY6m%hhLd^|Q4apXaB9W5{V>8`)u
z$qsxAnQ$Xa&35OFBQ;8cMSd@Dgd^kFn=`lO64x9dn=6n`_1SE{6MfG2s*stqsj~8S
zy!IB^&gHC(J}gBHtk$$`+`a<%u5$drwX{7YD<=cdWtG}`xZiu9aVfl!P%8Lky-|n<
zMuy_>4fZRrMW)r_uNPg|nxJclS|W1}BA>ko_4^3i3@eZ`AO?xO&>_0ddlK@$2bQ!n
zPJNi)6@2;|Zu8?Xe$fGvq(!iS$wBHh!!8ln`@*zEH=+oZUYg2l6iXg~n#O3}2&G2+
zkzfD77_INh?JaF>t#27+y*L!^iX|002=}<C(YlwN{z~6K`M$9&Xh)z}DLRV8r#((z
zPZwtfZA;^q==?HeB`X77u)=46FLHD+8296bX@8m8Mmhc2OwpuHkiJGcTWkFq9)=P_
z>zhzp;9ld(|ADKXvN{Q(#G_MXrv_skSCL3Z5~E=*B<~+%jBfGUbCfSHj+B(8ceFmk
z1DB3N7FsI~P#7dwlBvQHTyM1(Blwi}p<e}9%DjbSaBvk@p+&GzF6ClcZ$!WK3{;W@
z{cKEz87p?|^~CkC#|E_!6*-<pFl`3&X?-;=VWbxBX@`g1-eS}2`a&XkwuGaKzoT8d
zQO{Mg0*2kHhVI!$M?W}qBh<j}^60Zgk%eL}x#&t8k&$n2EB~SCk>>L3(M~KgiHENN
z#Vi5^L|~U;Dz5FqI<fJ?eA0Hl$4sUuuMWA`{ase{;U!YY083}>oUl8eaJiuUFY}Ay
z3FCgK?ZxduPawm@+CG7dvy8A6Rd)KGN048@9+l2Y&c)OpargN#>?U?KE!UtQA@d)%
zf!f-%y{5}pk%`QPv<k8!UZH0Kl1@$?qMzUXq<-+6TNZVmh?eKlJ{bM}YwO3B)%d2+
z3DZx>RzNUiqz|;uczV#i->jd!*}`uBD)m9Vz7j|@j`gQ|bVzm(R5p0iw&&!!M&3vv
zzu4WhVI8w8xMkg6Kz}}-I?E9jCTfLN-s&h<I#yKXmg;EFjd^KQ*Vg1Q#YUzZpLUML
zkj=4cC`t0o(x-WSoU36j+yqLf{XJ7kh0<fNbqAp(1IPO;Q-kgw;B^*iAEdDR?Pn!>
z$Oau>^Jd4!E1$+(lkgg)(Pb?^H~nJjg|&Fd_siqA=;GW>4>Iq?0LiQ6?KSby?@p2m
zvQ5d>pI=vNRFev-b>=>=t`d-R!Q}g>ZZITiCDfK7sLn=A!dp|s@V3OVxqFVz{f4xn
z4zc^(My@$SwP7mrwH~$Aukf?+;;a6Kse+s6Ii2kM_qXp7)HC?N1&j5ss$NIKHHVU8
zB}_ys1kWY~-PZicChwb<q6`)`pC^f-^|RxwY%C;6*u(Ys@KXy7b?`X3Dvh9m`-l_G
zpSA~>Mz(ghNlW2%AK>+vePyh^w~8TgT8U&IB#kFl57XT`ks<rZg`@1BGO=-Be@<pJ
zV)SpbmWY%kN!h9T-9G4)f8jg+4+N?Fd7iSQS=xKKcAjE+)2>$Y=6QXJrlF2z1YEO5
z-IQIAExE2(kELUtRYx<Mlv7txoqLc2t&#NyIf}*wxc#k*XyD>xfxx>mHA5h#+ppU?
zVfX^raB~WXZh?*e=>jMDRsL^gT@%zYUPpR)=JJ&V;T@j~%sEbFTFP(^+38scU%SOz
zEx&>yILX>&XtN(EOH=2lJg=*4=1BN;7c^fx2+f-W2F1JQ$Lu~cfqLo`H8*r;-0HB`
z7;U`%vzvx6H<37juq({4c@-@k8B*r6M$hd8p`H%lzkYSNLuYJ3na*OpG$G{BFxp-Y
zt!{j14tC-7JgG{ryk>jmEm%qwXS8(FM4avC(HAhD!3(!3VmN>igV8`(DJ=oA^fQZ7
z^~eNObP^Y|)0<8g$~o*JYVjL?17S%M;`!rZ1jkMsq-=ebluTd<@QFWeE6MOI1rh!T
zqHsPn>Mk!|@)S6>oXvA;{>^7H=lIhesA!pSl8kR$qmKWA{Qf26_0o-GU4c^lFQ28y
z@5IM9o!DN{4D&CE9B%BYgA2T-qr9TxysQ>oUcP`XOuzQ}>wKFhR}6O#g!#OZY%4s`
zRPLmU@m!}bs~f65WX9_Ee>Ly=LEF;HSC6GqJg~;<?qgtVAXjozQ$pDnq(PFUNbAML
zYKfhx14fX;fRvxFUquC(N`V%;E?e}Z+2$-TZ>pS^v`<TE&CK@W%xpm7!27W2qfg7L
z{H@1IPRi9BkQ(J&89Jdi`i1oKWZYRT_hmvX;aR>f(5oO^*|sk-c~mI<n-_jFM$(ZH
zE8wu8@KhAfDbpf?Dt2R;xV9FtQ5DUu{ihmBms)1es4a@A)fqAQbP8u2*Tf=8u=$U@
zg6QLvQ0x_=2hiC#^2KA~If})<=-$fw?l)mq?R>)t=4V0ER*2N}T-bw%rtyzUsC|}d
z!Enq(+E#uatb|WgZgxu5m-?QTYpA5dNO*NSfbC5!m4YmVs%c!trA;<P94aUrC=4dK
z$sX<-9**G36f)E?<qi*<a3<Xr1{>g~WFT1F;eZ1p4o70c;9wA{<eH80=rx6iQ{Z65
z8@m~~t|Ri=@Q7kHrO@xYt(i>fe6-r6QPM=c4HV$a)`{#^9>}e1pzDUq4au0l(5!!r
zcZg$4mBw>M2caY4%_95~CMZLMn${mkw4!P{i}KCu;#L#JT((NQl*ln72t*@7d1EYf
zC$$w5!z==aw>tIxcFRr6jqcS6XDN_?#|F=Y8}$-HStPi`fb~_*_t|^)c+`qGHQIm1
zoVtJ%sNOCm9ubH=t2DYO@E9&DOM0crm7Wb}8A;A<LXP7nCZ4;}ragCn=_HqX9MTbB
z|B6{R5Ayll`kvvaKFZU_RMB{1F>m}%_xBIj`{jC$5p!Vz;{IP0OH{aT1KXky$~w)o
zntX457oEN=^%Lu-z%XfV%WJcRqLWl?7Be$(Xc4C0E0|gT2Vy7Q_wc!ZAy`U32L6gh
zj0e8^%ow&HtyMJ2`?#*L(|+$B*N36Nlr_$3&C`6h-4#_^jAU`PxKwZg`T%lgtsbut
z^nF?H-9kgXP;nn8#Eu54l!^O48r%_0F%-sQb=@F@F_-o_{{uz1rZL1Ye6(c9K^^Fl
zmHFowu(ICp`v=^*NX*3w*p&gW-frR0{VpduwJVZ`gaT&r@w>_W8S?W5MhQc(xDF%L
zNNe1ipxV>fj)BI`F;o&xTN|klb8KL(Dd=duZEYVu&H^1_IR}x8?}nfM{;W<G(_mW`
z`R+DgdOrF-GS);6Z*HvA5m~?2kWz|<VXMvax|w&7s=#8lo6+%4f^Z={nFP#+A8t(F
zgSGQmQIji2e<0C+y@M{drh=es`!!^hqv$!<XQ)uieX>m!L;0WR#x!`t{QZwQ+G?yL
zHK<jJ@^p=Sx?zP_+9FH?>k^}4@T_=z77gmnf@do)zcUf?zY~bpcxJ2#?sLcIvDO`V
zZT&s#7=29VSV*j?HYiP?k#W!oPox#S%gn`dZo0Oc?k86p(a_1_N|qj2Ket({%nh?L
zha<EU3q^L#U<F}JxwF!v#5yr4hht{hiY1)#EL(B0-*}u$!=g|tGqlXPQWX1p>?<E%
zC5&RL`Y&Gn@;uw_LDCqXcd;#Bp;4s?d+F+=F;yv#ITZbkiE*A#pDE)s(kOzm5IY;Z
zWMnz3IKOImxPMDyyz>6N77&5rYEXj14fq3GYNL1sv~qj%E-WlAAMX3qtNY06gn#;t
z2SzZ&ktH?XK@2XJHQaQGZAs8Ibb5bABcL^|0F}jNHdFuqWD~X=#_m&Y{|@|+ZYlBF
z+x{PToQ%^%Q7QgwfMX(D+0|$2HUV7%iZS&ch@Lo;7r_wN{0|iK{5xwVw0@ui&8izN
zmy(WuMAm4|PKf)qeKWa3nHYqeBc-kmNIYvjMmZR0@W)`$6z|O8-b{m(6?Q}=kMsi1
zKnD^~SnUryvaLaK#@hut;awvURJ*=x*Hw`ug3Z6Q5`Y%2YPqkW+0JQZL^Pl+=v&P3
zl_Ebr0f?C7{Z0(1IW(ISCC>0iYrDepD<jQK;ezS7C(9mpnP*Sj{t^#ZjsJlLZoL-T
z%m1=Q1C5KfX8(cgvM2@eVkriH68+7uqSsks#*{mIz1ve-7&0fPBFF39m@oO1do)Q5
z>8C&3X#4Z!rz=orWrp)DK&*8Eh5)`z-ELpM#m;@-^^dn2o7ZhfkWJxeGqRi<QE+?<
z-2Db(DEc5=_O64S(|f}>VTL5A_=LjSe0o@av*T`Ms2A<5<01wz`f<a2%OmsW5Wv>S
z|E)nSx=VUyw0K(pkK>i1yk855v${|w;R#s#uF+3PEQZx_+qQV`gUv%3I&~q8-iWyr
z9JFQZvqNsaANqVbLmY&rlF7@G;vnkgldXUb7FQ0h_;F<KNo;f*`7M>$XMX$Az7tM5
z@iR^V17CS5<KJ<^h7JH+K0J9zY<p?z{eYtU`ttKRJPif{_)!Fl<Cx%Y#@ZfWzkI<9
zk1$TBJj+W3EBnN076mX`dK?n}ZQ*=Dy(WhIv*^}Zhv~c#m>AGOXidT(;VNxj#FD>b
zex?0$ub-^kmRU7fqKAF`j0#1Hc(9A&+ZvHfkxf|lLEG}d`4L88Z=71AqlqD@l8`mx
zFbFFxySvPRFh)3ni$RLlc@RBnB{3~Wf?LUnraNoe(a6Yq%yvrmDr7T-2MW6K>ug=1
z=bYhG9vwU+GlZ2Z5<O#3gGYSt<>c)<m*^H#*AKpiG8FV_bcDN2HJg7Ueo$amr2IH~
zI9<9a`+g{+<bsfWd|cQV#k?b=;w@iv>_94+r>Kkg<3((^(c{(aS+1w4<zNR-s1La)
zKF|J%yBor*ZTRZe-W=pWih)B;_^xxzEXYU1gS}_?c-EdFcJN3nf&|@+aTk!Ws3gXV
z9Xt$(Z5}zjQ~o4Pa03uysrBVL{;lJ5X`-a}#yCR-<-WYJS)>Dd;9h6xq9R(&jH8>!
zp(ggI&qI0m>fw`OP_TJacv#`XA9HhIkaF5lB0Vd(A7^R%Io}*5h#JJyOIm8ooRI1e
zXNb=uHT_D47dwL-M|-vF#{+OQXOtVinS=b$NZsh1W}l&we%bxzj1?LePFfq)vs`xw
z!U)$do3;Br+h5x?Qf#2GFXIt|P2}-(E|)5d>PbXA92UC|C#QXmMfdj#LM6YVJcIz!
z#(>xYzxUc+K#rrK0Y_pl13MLkZC2vhz;d`q=nM*Y@R*)}An{8Z9+w8W<`?j9f#Id6
zPe(v|+)fd$bk}Yl);m|TQZvUs>|L9Yw<B513`b|n;{Su#gg_kli~j-nNIv~%Q;aoh
zf~_aPi)@yE;6b?|h;P$39xp(ft~abxUhkR(hAjoO4ia3PM~0J*@8RR9tp2`ukVkWi
zd<1VOw@-pC6`}Lf_TE~e^k00H`(J0)IN_uf8!YLxK10R4yFCjx0A?PZrR{ESg1YmM
zlhGn)_{ENb-nO^5=*NDg06ovjkdIBWE*E`NNbR9HmB#x$%<DFYK%;q_zkZZQy&#*+
zAlM|4hZ$dt-dy$MQjtz~E&lz<i^A(2{7qWCr;~@enCpOA2q@G8hH9AX3RD7GxY@Ar
zqxVT&?~;H(`*j#+Kpx8VpY})oZ`A!DOv1x7_Krt&aKCu|VNXu9c?<E&Bw_`$uuA(;
zsRNrQU#v<iQ3yWWiX7c;uvWmf<`{l?*w&Bo6N2`)7ZYv8jL}X%AN+5JnjGvjC2RoK
zl%4XpV!EaqOc(lblJBL!SekIIXzA*;I?S3S4l$N*(<MaiEzQf!u7dvEwW;z@`g<|h
z9{+^39QN+*`CnOgR&J4=u6eWG`*&5mp?hgm0m^f86(5EG(`5q+^)GPQxb3^A8S%xq
zVaBAz3NC0t3<u!30y`iyT;?L`9KSzuj1xXzC9?Ny*uN(dDJuD}I_bsbQo-vdCrkA0
ziM(}17EU#=!QUO_;(HbR^b2`<hnn<b5&|)2DCd4egdbY|xbsxe%N3Y1tZ(sv@qY01
zPd0+_=SqipI6BP2Yrc-kAmO(4Z-`tXddb^_knbD<Ft{6Xr!g9f<O1b;v-e%Au8m_I
zTJgSH!?Hvjzh}XbT+Ty=e^ZfM+LDR#EFRl)GV~@k`a}>R;v`9R>kepnZq{)YpdMo(
zV{%Lp;AEJPhsEI+9;;ZI>3lF>c)=-hA6UXOY#p2JS!IAS4prbn$D-2VrUOwB)o08H
zC+JQikr@Wa$pQ&5$se4Pbn@nOQyaAu9)@RviecQU$tXP>zlu?cm`+<E0~l*0_@Ys^
z6$3HGsiWx~ju`@s(98%`xb6hJG_{h20vCe?apC&=wq~p5Bu%Tbgv5w*Q2-*?eV!!1
z!IFv;Qd?v>P{k5_pX4gA7Rpk#XScfk@t5=uTC>u$dn6{6wqZoE(cwJj3&R{99aI*M
zedARJ49;opN?Z)TlvIvJZX$6eCZ5FJ5%=?<&>o5nEd*^8%C*tX*Er1=)msTL4ZoPG
zDtM;g5gCiCE-9<v<jSE(S;)a>4@vsC8`n&9)dBl7ON9!Y{H7+X9lclfC2o`wmQd8C
z<FUH*n|KfGtXK_D#uKiMinL%F(9dqD!eYZ^x$ONB!^FkK0<WsFqEcTgv2wmlgHvUe
z^M&>pU$KEii$BmIeYb(!6&(Md-A91IEz)p#wnb4!@xe1VOf^G@cz|=3rymK+(;)j0
zpN!sN(Lc8}0)w?QP6#=^==^$ID~M{XQCZFK3Fhw*zh*lr4O8#=0XAG+{d1fO!e)#t
z%E{Rt+4k*L{tj#lqoF2tR8QM^!KpS*-}wTB=9T<a|9ZD8zPi>(t29=cI&jsTxH3%y
zryL$5hND)hi)n{`NH>TjiCfp=uf$&~oSI4&EfL;|u3jL3W_itq<ETv#JQ;^t^p4Ii
zQQT)GB_LGfa&Z{jR*O=CciG8r>*!h_NKKA7aLT&8Hi4ISO7-Hj(`ha{QF%kZhzjsv
zTe8j<*j#;>BLReJGbuy$)VSHFor}NH(nOxAdYA%YK!!Y5B#q;q;w3ujMI(d5HBG-B
z_jl^wCp-2tvtj9!HI%y|tQ?`PN{@RrJWz5;6sxP1M|*FG&;4H`E+vEbkX(C3O!aSj
z_J#&eU;H2X2u5&NZ~4x8`Z@*=@cTF3=$tK;iDa}s11B2i3Dfu{gj6e`%Fp=U9)ZzT
zu-g?RSAZfXK79li=oj%s0otzj<xTHUzq~DBKs`P-H}6I^cB1xxmh@9Wxws*L6;-4e
zT5xdfMMUaP&A33obo6g#{Wiq3UFqMX^>gtKttQZC%L>9oprWk!Ic*aGANALmx|hU|
zge0+}^Ya)G0h&@1d#;A=$L<hHCN<(qPy;bBVFSRAS9Jz_ZpRa2#;7v=k7`JmuwCVU
z|L#tbARX8;kKqR%6!m$~nqv6`9TrPQPzwxa@j02TzA-Vxu;S9ldFl%?;VLXBkV~k@
zs(-s6NffJ>(~knm63IBUjyBO@BRNiQLjn~tdLRCVaJc=OKNBlZM>8qFBDY>g19+M;
z5cm(Daboo>*OOAQpj809Co}*Dqh$ID7*t0Bcf(0)Y{-(PyO!(4YXDMC$O&ET0&D>+
z$xr@&7-HO%1mC=An+_&#d`?+}PR<V@0jPN0FW+>@*7n}vFa+y9P0AQML$mvX|8jw+
zDK=B3iX}!thR+<i*2|3ZC<Szb175@2?|=;|)u0ftaIK#ZZvG82kCtbwv7L?>`E<`F
zqa87=l8IC+cB5b&g`-6o*Wo^2oK+hx5E+&fd6h7d61}5y5ZjU51>xpk)BTxB9CHF9
zn}p0~W&{N#9#xN_i1Ku&KfJud9CmDQ7%VcW74FA>v>}H@Tdb)vfMY(;xIv<s#33jc
zL(2JI)BLW#bt(`)2xyRUzoNa5r+Td_n;p33ALE!J2^(WmHL!fPPfJY4MF`wq`t-7}
zo0*mR#EV4k1o0K7=_!Z^x`XJAzY&@j7Pw~D5`q+T1i#vp{4APLk>QKpx%Kr@tgN=F
z(p}h~(-Gh`v=^O7R+5c~8zhnbkUd^7$rM(G*FSaDF$F$sXpTUoJ*z-Va#1!)&$dxl
z?hv%8b6%|mAB@Yx(>vn0QQ;_D!D#t2YmSDkI{P~CG2N5v^l;VGP}m`-4FZn2zn*^N
zdpoT!^IEkRp6f)J7}MUe5Q1rFqdL$ZhR!rm6~U@j8JdXbH=v(OjTgZ7@G({U++n4k
z@DfPsKkOyy4^#!$RQgLXQcm%)3b~I~TB{o1QU*5du{0?>NzQH7^xZ2Jp??^YIdki!
zAxgBk4RAQ9O~r5MO?o%n70fekFr_e&s7WI;m2jRwrcF7X|Jv2;B{n*7D4NbRV8oOl
z#a7v?C%i6sdlSX!N^t&4j`+#F78boMKhUu~_;Au<jg!7|9rF4^t^0NkxytJ%*Mkns
z72~t%`DMZSkf@UbvI!a!rF$RWfFiu?q4#&e0lw1DHVOnSaBjW-+|b_H&+9H)Lv_Ng
zcD<-0rG3|^bhHW)&tF|gcD>zxd}ZnxN2^YohG<Au0DbA(m*`6HBym5_^(^4dO1(Pb
zS3O!?e=yVE+X)zknYWut%&XZ@>Z7T3R>f33Ngp~oO30^i0U=nk{<6f>4&9S67+6Gq
zSTgWKKw0}=zE^IzHm_grzME$<WN%Jk#k>Y)jO0>W{*H#6Svq>!;$^zA4nnq*aGP;$
zTGHD5*2~}z^9#3Div)fJk)w$m{wDKKjB?Lv(wEk+|BhLtaCymMsf(+X7il&Mb{h9|
zPk|>^g|BeI7`|3r*$104XIpXAvJp1}RfLtx%y;#w2cvzR{by`2E%#g<?DAZ@WluZI
zI#`Bw__t?XVPv<-9OdJtVyfyQ;+c7x+HC1L2R()+w)p7keGRZM?T_jT>gw?1G`27<
zEP)P2Ju$l6R+RL4HcXTkJ%)d+M|+WKz5Eipt|9`HHgK}EvM}5xL>ve8P^jQI&nhaL
z8pd3NXODi6+461e-0F&8r$V@=B_aXygb4PiJx`ciO_KHgCZuGOy8neht{GXq1_dO>
zQctK1h9ooaV&&l;ZCz=#dB&8X&gHpQNsV&!k?k;H+gH0*q}qfLn$ws^y+tIN@T?YD
zcS81P{IVJkIq3GtZAJy=VxOB^-ovi1EG(<78><v_a;Ks+WtWUpeu&92<Rhvz4zCq%
zp6F5Y+WY0AsrVQW#a9`h@gHdHNSBW1xK++z6a9>jusACMS2m{h9f1px25?occx0ca
zkJeK)C7r9`_3}V!?KaKD=y9n%SjbE+VyQP0H6KCzw@&QjUpV;x{QdkkFW$mL-m5SC
zrXH>6_^$?MyhbmV|La-8Wc?f563Sr#-h^cpVH3gH(`95uZdFH1yC&3{`<p@OSgvTs
z$h@Qyqj(+9;#Z7$W1Zqn4bN(%uFhG~Yblb!W4F&twv23!?8~r{Vhz^Vk^baZ$JoJn
zi@7q(>xOLV#htRc>=>}{tEQ_IO!DS8iUhUx&&*ShtlTWDR>Zb|n*99Fnbi-!U!lLD
zUhcE>m5qzvGB@S)H}Ujo=IAqTd_aQ!BWJ3`bQrZ?1^y70*PJI;1%B5-Qoep|0CBMx
zIN6656_xezS5p25f^s%WD`BL4)b>4e(H(8MSvW&cOnRZ5R;l_zxiY+FRGw=rOTiJ|
z4{|<*&keo9y}h~BsaVoemGq3@(t`-(Fj*d`nTY7dw6qGskf{};Rb_dS`NcZ>c}&iu
zLf{T3xMp2v#%Telu=m7&?u<ZqC6)lDsp#LC$K|*@XP7J{@2@nc7e8h4T>1F)piDPc
zn#XICr6NNThMe8;NYgQ3A!&c>5O;RYcz8O3*DxHRaq#uA=Cqo9)8A~~2xF`?J=Sr9
zsN_C^d+_Pu8CY9KDMlZbOPYfPr{F5nZDoWG&Xfx3y=<z?JBYP(@><g6In3>Y@uJzI
zD!74@z9Shx;o)KCG|bOW2y6xPwBvSLxhiU_;fGV1g{ka<)4wG=kl|w~Tt*(_DQs{Z
zF16BP<5DIgc+yg4KC@`84Je8G`9KAWtKXmYGb%!rLO=Lni4L*_k3^a9geH9LrOldW
z<~R6@7q+i8jFw80rnGxaI*8)eq&-|?JvBm9>~Naj>FjurOZn{+S9YjyrD#^@_7k;~
zd@rQXTjQL~k6qZCm$LdpD+%j~6K>Z%!1NP*sgq^%)lvlq%KGM2VZ$kvZp)klQdPMU
z4hN=PARG|N#(o1!!C>*7??uUM7ns%aNL4IKd_;S>09v|=kG<v~HJa0VpQBUBGJ-5k
zdZo%pcE!Rd2wZ{8L3S*sNRBA@0u<;jBpNAS|MKJZ4$_aR={?y~r!`R?c9kHHKEp?q
zA2@e~X;uIHjeiRYTEOowzMoC81v)cjeV7!W7@xboIFV2hCnw_x99V6;m`}e7Xz0ny
zztI)j?3N|bW1vH$xZR{cFmZcOf5mo8zT4g;<7DnisAc$g`Dt4A)}Tl!gZ$Csf6zDv
zf>Haf=inJo&=%E);hkSdA5}bzpe%J2KRL5EO;pc#V7(NS`1&ue*#z(>?7~nl+F~SQ
z96`J6((-`^fPS=84u4n<Gkgp(>DE#j@&0xmblHkY(0E60@@Mo;nnHnev^>(^#J?0@
z1ITuF84S%#sSxb76`gs^a?|&aPaV7jkVo`~Xoki!{<Cv~%l$4hCnD2=Ju0j(fMwG3
zGhZoLEQ4W`<c9|)E;v!}u$e$v{WXB9LRE^DNGh1SL9{L6p-R4gf*U}Xi6){4(BIWl
zgE|Wfa5YkgvO2ZCs>I@Cr34!*2y3rr1)zwWo#xL^A2Y~Mj~)k;slXhO9qFy$p?5kN
z_iB`2+@wkgYH=!1kIY?cB`?pX|3lSVhDG)LZ@2>t-2)Ct*U;VFIrIPuNFyOFErQYw
z5<_=)NrQAqcPfoYh=ion_iTUv>zwO4FL((9%<R3_de;59pDe!{McxoI@0x*PCmu}b
zMUA0VXJ$tl!4R7~i+Zwt7@zzckQ+T?caSPh6%QkAG;GJL<ui-a*V`{2nBHKLw$>^{
zS8Qrbzz<!Br%!u2w2O1b;CdCoBP2P!oi?e}IjT#a$6fIvf?t&>@PvwHu%GXaN(pFv
zD$Fcy)31nNhnCSEmsXBX0A3-RS8Z0fxz415+yc5g9bfqL`FezQIzF<(7m{#Zaw02m
zz(o0mZ6aWEGYWtpf!c0vj&JwRuC=wGDMUSqsijHMl?d_A6>}dKr!<#hSO}oXac<#y
zm2w4Ik;_MAA{X?IGBZHPKv|hVITTg;UZxH;|0>Q`R&;J6RQG3w(HP}m^XatiDor9;
zE@v^Uz+?4z&9b^;<NJq?^b{tsumKFz8Qb-nLiz}lJrXccADhO_e9Gsea4H5YHx+WA
z7;aWH@tx6FWd_>D^+}K0_hG04M3mfLfdFkp&R$V2EBmj9npN+y)xUF(z4bgKG}LO<
z&Rw5~Xy*U;Y&wd6lsB#f(N1JA%7X7H37EucN7)xfN?o@j!x~$;J+OJXUN9qP=R(iG
z_P#?+jli4o_U>-T@IJ4fpI&`De>qwBiD%rNOMzr$2^g?Z%@Ps0dFQuH42CX_fWisw
zdg43WTkd>T8$Y{87$>0*to?FR%BGBywA7^^ZJ>|j7HR-FPuoi3_SvLIO~$D)&3!F-
z<e}aT#OSTpQ4l7Hz}Q-Fcm6_T0Xvf<Ke*MRdKGb(ool!Ae(Td;E|!x_?fs$uKz!zH
zxzT{LMT+VnWaU55_Fc!3h6YL04!~l6t(^Q1bSpVBG$Juw)w)lKr}}Y9G~#J$@#FQo
zJUw#V|3Jn)q>n5>P(7!u3QG3gceq@>e3D`hr056M)3>a^^$9T93IF0^M++<9UxgEC
z36;K-BZK=)T04q<c<Gw`>R+T*6KNG{KETM0KWYZFKK##NKww!`ON#}h#GH2%;ur9-
zs_)vs3J!wIIbNoaxZAx7??cD41686>qy>0i4d{r8#sJ$uKxO8x3%nSJ`QNRfwcc$S
zEC+#T<-S+^@siLtxR8ilA%@D!AOeiinEO$a4sLwke5;gStSg0A*Y&?#8-fB01@?iW
zOoVlHq0ek<oT#cIKKjGNR0N>GF#7R#eaz~)EMhw)Y{1ZG;X~Y9>W6#jf=@MK0D`ER
zZYOrGl8oc^H6u?^_(9sOgykEwfxbK7`$Itkz(YR^op=R5O*6aj`~4wAk93>FHYly7
zD!up|q04R3=x8*f&=tw^<t<H`=5(xPnolybMk!h6^Uy;_p8X>7W9}%mEDn@Hjll-P
zEWY%1jnOgVkJtSoKQz4JWdyZ`&xM#)^fUZlHNb6%9-;|-qT=1s;<@Quk}lui$`PUs
zibUo7QUIIE2H%t2{NA<&M%_@r8@;p<JX7L4d~e8nswSdvoeg5ZN%taTF)$`Fu3rO(
zc)>}V+22q98FY6hFoN=fpDD_sh%3lr3jErKg7Crif$SzR7{4xl=))=Y&1el@6Ac!*
zOGGR$`|JELD4@ZgoPMb!o8)-`z}h$T?T%;RgMnIsy?oLWj3lIw1HtV75a_@X7R$3+
zg?`Y|{!*S{i~bpnuDu;`LoexBGA_-qVxTbE7$-!V`_>U99~JmmNRk`kDgW6y6{qA?
zk`3gkh#Bg~&(r=mFvShQnBExX{PtR&ckAtN7U0PM2&~>fp`L!u0U$z7a>1e;EOKi1
zc9-LXaY#*$RDlKQeC}j8-Vcx`B;dC0{mMoRoZif2u`Z<EbucxEV}^VCYd*faFG!FT
z*$CFC^m*al7nYQuBpc-Xp$BOMM8_o6=CBhls$>7Ab3#I=X0(gv9gVr@s`Txc!l!>l
zrkLmm0?sV9oXL`decVMfXZ0A`6|emtH?#S%BpHJC*)_J*0)BUqf-pifZ=x*wIg>Do
zA|e2ma22I9RYHW;L}I5wFsd$r5!!Nhsn|xpP3I)3XrPLz{&s84n0c_zr>LuXwV9L-
zmDcUuub*F?3y*~??s`Eep@x`z`AX<ny=h=wuv!CS5T6nRy=Ln_P_Z1*Gl3dhJ(@T(
z0ah07Z#}qgN}5i$*P#=l&AAU!&O|z@;Lf-7@k`BLHZ@oJkTPWW>#ZN-mp#x(MRExU
zgX!3qRyMc@%Zl>Ej9_Y6Ldu646%Oe|z5Ech@5*-jlw&Tj)+snB<TePog{f2~SWRKs
zYwxWzM&Hp$=n;ok(nkqa11l%VG+N8VUiZ_ZW#{WZQ6QTM8R&PE5C4I@V<iSXDyYH3
zEQC8ae(%>b(@R)|f2hmPd`$w*tj4&-(0N`&dsY^<t1CzV40*d_XiAMz+zL``E9bLk
z@MPj3be(I!&6q-TdL#S9R0jq1LG5i%KQ~&crE`>(*Pr<`tdmtKP~YBry<|Ov(N{;&
zd{onPRmC#fwS;@K@6SzXdy6L&GYq{%Sy3D^_^>kzC$N7rqt~pRTc8gWNjI(RyRG~G
z9<sL|Z=f?D`ZB(4b&%m{K%x(cQa6qPmtX<wrcQ7%#Pe2pSX+fJGq`|-utLoEf_NoZ
zZRYt9ic+ny#Hbg!7FF$}mnZ3=DjIzbjGYmID&Hu|J!-e&L{Mv|UXP8FZL^?}UB8W;
z#_$G*i4q2f+ce<+h74tketA7aoDh+Y`g^i>I<rUxRIS(Hi<y=|LN;FarUN&20k#xH
z`ZTNdyEMBu?mtj?SR7SQ=CNnoH}Mvl{>pO(w7@34d7Br5$cglla01uWG-u&B<Vo&)
z;X<3|-@)~Ord4+ZLta*rQHf4eg5MMl-I+Tc`_D!a88q@isbLw(aHBw7y>T4f_6I!Y
z<9cqI`W5b`8}XV#vh3G(+y;3`Kah{676_6|yG{17Bn6F%5s0$Ymfm<0O563z^fhRw
z@|?B`FI<+G2fr8r5Apt!EM`;v+@n9$Z2ugjh9?}~RDSqEN+*RL7(z_pM>3U~MCb(I
zHNj;0?AV!?yQT`goK3aNzvxfrA*l+T7ALU1y(bEVi3`BWiVe+?WN$~;nAaGBZe6nU
zf-tgQzW;FEXD^!~-V&b1pvu1}Esuk0&N@PhqYgqfWIaG@a&+)>o?T^oLf0S5&I>om
zd^hCiE@v$SDG6r-C$(@{DeV@kqOalpxhkD~4iUck^(R`8+ioIf{xD4cs<d|!{?4Pz
zJNu;J(55_K9KSp#J*h}f+(1~bT=jS!p~`+j`6o{ErQu4`GHDZ1@Q@qBQn=9On6xBi
zTz;ezjTIl);Q^Pm6JKt(7dXM>dp*uM=vejF=V4btiGZrr3@D-BD40`rel^;~efUfs
zhuJE5uifi8cCuC>?O7NwyJ^YvkxkENe6`u&S#wG#MP)~2VIbnu7wrrY<{x;!^Z=4E
zvAM+y`!yv<?ELRj=1?$?_iWa{Zs()*E0l05*wUB)=WnHV`<)|9dl)|?T+kf<UM#VG
z)<G0^mKX(5vhv|j9$_XrDjTVF@_Mg$1ax+tRfqL5O!v}AJw6fRK~mCR9DjocCdgG;
zb@9w{>XKh$tGp<o(~`#*LO{?8{lnE@VzL+x{F5jdsUT)C@F>K9-6<u|Mq9pk5*~QH
zS2I_fhKB-<Xh+>S)>iTIig_F$6Lne*B3((xN+ngm8LUSR)&ufRIg2BDlwJ&ppYF0_
zq_nc74a_I&*Y9(=t@}zMY(+>pRq!_UqHhigiRDFvxyeC)0;Z<h-@Pv;=R78aRt}WW
z%dr_{sPkz_7^}rrke~(1vC?yV7l)$Iy@D5qyY+Rw`|5Y~DFmpZPmWg8@~ajTW8QNs
z(Usa5tZLAm${s^wPeC3f&yG=5=RfxT{;F*f(81agxOThB=E@R%{)T=va?O@NcCw24
z6WSgg+<4zSBGwQX10yHGTD-X$c;6aU^tr!Sm9R`E?91uqKK}pC`k<EmSjot^yuDw8
ziljMT)6ZkWB?*z}uqL;6@6#{l<Lh;YB|oL`6%Mkgt@s+V+Vo%qoc>wjAH&%C#P{s@
zs>f%4Yer?{X9Hf#lg|4H88aF_sWhe=kxtdo5#LCD8U~zdOU^U2{XHn;Hjj1W`0suG
zzi;{|Q`U_mjaimQ=s6dNrfqs|D@j;4M?sW04OHIdo;+M!d<~}Qzg{*BMgqfSn@A$7
zHG!{F6}$?)XsW3c&9{9l;YRyY<4N+^dz)k<<oFx=Q#{~jQ`olVfb;j)v$3L9E?{j7
zap#x~VQ7B`IOMWjptc{ug~5V7bsxVXU$VE+vicKge(l6NUrUgq2mv;SyxZWM?N;BO
z;IF~_3|N?kOs7<l=WIa4e8kAet~IcI7VYg%*nut4{(hB(!T0@y9(^bA_(g1NMC8pQ
z-H0~>)-6?Qo_s?zsVL1s1=s=WG&UR9oJIyqOWwNlWKgC`&|qMVSWOMJ{RTgyy5aN<
zr@}<OCL+j}9SHmr%!vqU1g4lo3jphUcVd!`i*mNe!%l+ICsKsjuKB0Df`0x;OdWb9
zCTiO7r}jPw4q@ll-RA7B!eZib2AWNt4~f9>Y%3Co^WUm6ZXc~Nlu*ft+z`@w5_4m<
zAO>@~e1*>q87kzpxlhfJ&w*odXfRf}4(HPDul*AV&Tvl4a|6&ff*afI%{w`WMKE0g
zw?!13g|CN)fT+ij@2M83wstp3CLgk4N-U7(Suf4rCC2H@QYQO`;auOMFPie=x#)sk
zd1w;&P!SpRxwjQVhiOkw)Sa-=em@yzNzIebKhGO*AYQ`3Mp9A6iI!q1^Or$^j~*y;
z=p|m#|8vBLeNb4O!e3bF7uwEW62=BkZ|0Z9Ch+R+6=TAelAEEa+p`di%!`EM46*AZ
zBjl!{o|_gI&?V?6dvP8W*n+Sw4jG6d+$qv0UJM=1L>4BCrniA82k{I#nvRarinhta
zeC%GvXenT~V{1}1%QP_Zx_>6GeS@M%RUzheD)bD7C978=44qpW{{73@fU0=JB4+P(
zyqF86Cgpa1T#&AKo*6!kXdxdNZ22=5eJBQMP?p=|HAk`3<f&^0rQ=yFlBn19W8L&F
zd5|LR+Yc(s%;)cc=ayab<2iK6;bnuzsdRIA@OQK04?SF>WOKZO<7N+@dvB)`zWY8C
zu$XK(MU(qFc@xYzEAlGd7~}3KS2Vdypy4!N<Z80DJAEwoTk;v;%mGdmA?mAndX7@R
zH@GT-IRWTOQ?MeLnG=Sk22-r3NNsEKq+yBSC?*g63n`8AoRcqISb%^t-(e#V6^*uR
z2@y=-Fw&orK{}&{=Bht;y)No2#VSe$Dv}yrnTjcq{?X<6R-VIed9BB;*i-=*FW-|#
zP0c4n`c3^Z&h>)a(a&54%%hPASQ#eeh{lUZBZ#@wvm`&y!kfoA(&z-x_w-E1AZr3y
z(ETz~&rEg=g+gkxiF;&a?NS8QAsk!j1HDGGO`e<_A036CSh#-ol7sdeDSGz-RpZcU
zqN}te{qE?wI@Dg4vAj<P^hXW|`Pp#wbZoDzuopy#3PcoJDprQ5u#tygfR$IWW)R$r
zBxFKy&9;C`*a7|`R*YQ_y}FU2<Ui1lJ?L>Ci7jDo%12Z4&pp?u0m&T!*Lu{xk8R>S
z@t(V->yo{Tb5v;9Wrv$;chKCJ@$%9{LneKeBHy3HH_@Y@iA4P`S~mKPQU>Z{p=t@t
zPVx)|S=t4=uA2K<3A0M_3OGyOR&EnVKaxC>9Q@>)?@qh)DKva(r#DBCaT$Yka82&W
zlHp#-=k$@dY@odRLPw8JRsQIxB&rb(MPTc(hRdk%)_vyrmUi4c6W{dnu}FF{z-}u?
z?W$*HO`zbB?a*BLpaVC`^Al!Kuei@_cl`n11V(q|3z?Vd5frsS6N!-&ezBCegZ4|d
zJI^k36*Sq*gnxZP>+guZ*SRW~ovLfV$($gmnCiN-3BKeY87x(+s;=noK$%}t{#3Ns
zd~ryu%}`qEB}}3sUFj@X0kPB69~w(zgRxO+s24oCdhJQn60~+;&pahxW)&c*`Rj%{
ztQm`}yt$qni;6{MjHqqkIYxm9?YtN~G?WALmr{~n&$B-mplhMenh+KV8RXCnp0x`c
zq!~2O{b(jPoFg!ejeIj18wVXvZ3{G82J^N-ZYZe8C=PqH@5DrklI}W>ri)hcl>OQh
z=j7&0RISr18(b1E=cxyN?D%@4#dwyMCMnZ~j^+ez-A?hzh3Z(W1TbZ?`7W{BY1iiH
z-XPCT8ai}myVI;aSJITlQD#5X@*au`Qz}S+4&q*Fve#Fvgo(d!I5(I)+*iMIjEn9V
znpDl<A|G?RWKb+nSJ2SdSk|gdw2C}fJBcc+b#PO=orv}G!Zx1BNY8=6l<<XQQwtGM
zpWjrmm)Oe6momE;Wem0(Npx14Rk9t~zz^#*nL;fQNp@SJRG064*WrX`RU9Sd!LbbT
zLFq6egGeqmqz;>Ya}^(y6i<tr9M>n7RaEbNhL`u}&`jLyrX`*i0s88K3y%VaaqP(v
z(43$xy`*-JbDJL;qvUbMP?BV9bUAmOI!B^0{<4!$jjZ)&z8Q2HMk5(-AbVrrDEAUr
zzfA!MS%3|NLqLS3d+ARy!W|Ajr!q2(x{wD%pld{E*@`^qvrYme0fZ{brR4ClGYdcD
zRZn;tOHL7khv=)fq1r)JwQm*GW4QbCzwD=W@^=zt>5PIyk03&ud#*FX`$bYDRbTfr
z#^v{B;I3b^5vn*SYRvjIDSWaK;`HKcCF~;yb_z!wn!4X7<@YQFe^6wGGdAmm1$@iV
z8g}U8c7c_B*UPRjFJ?WcICx{Dix|_$d_xC-&-ftjBV8{xI8zFnVufNm4^5<?e_jp~
z*Bjeu>0~&4f;CA48KGoKO@2Y5k~VW{rtxdFgwXLcF8V-hG8Qk^wF>1Uy(Bfh=G0)y
zkj}f4h*E>~%=_PKT&HJI^f4YSJ?ggsj5GAiNgYlLXF0ha<kh%s;gJk|OpPIRzkZGG
ztmn!2>{G0WtSwfz8!nGUCLsv9f6}rhq2Mju`Y61Y{%{ZsEE;IX@Tqt4{IpuW_d)rS
zmMQ!h8WM34A~fcz<IW$&XH{-Cr!L|D`jtuJsXXs|6zHP(bd5ChZ7LK2hb%JT9j$SH
zB%`5Fp|7z>jIv-?d6a2Rwd+YVvfO#k*OSN}lZXBMOXcZ{6JgU1gsPPg*jG_mQNNgM
zC1=M@N<a1ZQ^1W?G9Xb5A_HRS*caGJ@<9!Z%QZV;OdoU(=&HKxHhX_i|N5UHmm!Qw
zvO6!ExImDJ>dnMESRZtxmgbxo*-jbwd+#b(m@$VlORD=XYcMLsj2xUD8S-oWPEZv@
z7`00Re&#;0_azYssT6@ptN-^)ANo%6i_*X7%8O3Pf1s^n--R<(2k2iJ1Pmg`l4^Cc
z>8j&pO7lbfVBGZB@FKi@zaOG6;g0rr?OtM4Yzc_$M$-3h><M;^M_@1N;cG@g#M2e$
z6r2dPEO>oEN*c30+?K8;NMqDTxQ!hg>?uM#-!5x#ax#$9a<ZxI$#1f#mY(ss6gbKz
zgYQ+bheg^^go~3=6)}U{#2UOK)YguDbuRZ|D~6vGD%kfPcOpyUi<988h>Crp<l8wO
zHpRW`nJqCGILm8_K4QtTF@^oJd~w?KGcWaYp-C<a8y$w@lQa}H;%T?|)MD`Hkb*i0
zyr7P*!uuL9y328YtAOe~;R<>%L{n+yATxwK$H5H@R#@T<7=yUsfZz<Te0&HmcG%u#
zx!u#=$~&<$CC$YYD*>CV;mX<n*6ewL$4vlZuGJ%sF=_jXEQjVorBO8e1zI~KwGd@_
zRenJo?RO4i=v1<Bu0!!u3ctoes(yR9elzOkB0`R?F{BKgxV8@?BCHCjlQkkG^{~Vq
z0^!*u8tmb+>Whw9p*2DO<R*C)Q^M7LvLhD0#2zne%M{32Lt}MvSx#R9IzMwQen}tD
z`DliP)uOD}=5p5>Tujs(FMSXk(tv?0J+Qjip~e~L1sZZE0J<*!EuvQ={nOij+`_!=
zBBOxidO?Dmy!9=}<@BO~1z1WC86GTeKPLuD9BbqHuI3G6x2TNaCwBKIL9~MD!W$x(
zcpd%z?3S)sAk2G~S%RIXaUT#C0Nk8_uZ$JOhX3~M;dZ^8olP0`27b5E{|-*f`oABZ
zK!aoniDc`Sqvp3a(aRvvJg;}%d-{PU)ZWtF{>~)F<A%Dh5bC(TE$8*g<~ep;d#c}E
zo4UUaNnbb}fFRYqm{9Zqw9?qUk(N6?dEAV#qf<*ScD#+3H?`maa9^(l#<PfeHP4_M
zHE}X-Q8M8TtXNQTkVSDIcE8(>EFKC_rw7^#ToG&8H)MQLSGzAw{(Js$;^hfTVb9Pf
z6&bo~ncEMw9aTVGL9ye1plk0czy&f9%erdK9~*1^EJ@3n1yYOD=OndR)KqAhnx+7<
z>Z)K?>tOON9z3@JQfABTNK{-XeIJGe<?>El@eJ*q`XN!&fcL2*D%aa@6kmaBjkx3-
z3?j>DC+75}@fN<S7NX;wx!B(wxY*!A$8&lu_VdM0cmW+~i{#?YZ;39S%#rrR$<-JS
z7%E)&<-!1)GSDBBPy}`p_5T_wh(}xb|6l=8bJ71NAQ=Zr<NkRlU?Ew5gGT(fD#D4F
z?HsAbMgCb$MFP5>z6dQ%lB}LfA8;JwcI5GvqljZhjRgGo;5I`pf|btsI}7B<e<+9f
zv2K1Q9E9c`6=KMlWR>EE1<YxHRlx^%s&Xt5GG%qKB(J0EcVOAfRbWXb{4YLH!RjP~
z1hMbu+&MbG9sn|FmVsrS7oBw0{aD!Vu(xQt7JyPZJ~yBq?cB4BM_?GoVC{Yp644Ib
zJ_20A^UI~*W_cCFHmY)=F(QS)r3LV)E;<t%EX#fQK{XQtmq*FKG+6&&EB?qi!S029
zAU4;5&#<Osk+f$N8;JY$Uqo0>h9g|*_PzYiO>!=Iie@*aq4emf&~5MCO+!FHDW^s+
zO9B|FAVM^~?C2RQ^*FO3or0dGPCxWtE^8?#SFzi&JdKrc#zoMewHI~G6=<sPztut2
z6dbBsZB$3<m(GZZ%s8M>=E=Z}I@gjUM&sS|vwy0$Wa`L^x|H6h<Og#@u*F;P|4L;(
z6qN;Eu*;E+yz@KzC(i&-Cx2oCR=3lWtBY`O;1YB_WN>irCE6YZ!5nnKt@WcBR^dN-
z?EB^g;BcPKunR%q_tnpIPuU}d;d|6|Zk_uw9I77?688c}HvvVSyc4lMe2^uS<vv(#
z09Z{RYeDdnH7hR}OZa8+&5vM1Ims^ncThmLJb2Seb6^2J1fCA28#SlVD4&T5?pA$b
zXL(q+Bnu7Q_O|=EkewfLLs2As1D{?I-MoMQ+t(>AgGuP35l0<uM+Xg<c4SG|z1-a_
zR#W|eC&Uv#T`eQQ8xGoNTRUqFjB|=n$hONh-Fx<)Z}9HnDSPKk?s;S*3QH<#wgUbV
z16?q|?SN(t=ip2a+H^WPY2XvZjrsdl4#kq@Eu*MLYT=$AXM-hSC#JVI&Ua??bH`}y
zUG4YZ!xI-UP?4b1glVuI@>Sv%X0MO^+GW(om$WQVAsqrOw7C20o5L*$Am}&z0FlG9
zs4>&5z4NFs69N(7EQfq*QKY?F^HU%s6`h_w`+)jnjnb}%&{sG*_4~+?bVG`^k{&|-
zwcd1Y<E<{U#%QI?9XnB>%Xb$c-?e$qSJahEqy0zKqd@gaYNqUude<)*a*7Re7_7#D
zG?1Oz3FU#28Z6ny2<Z=Bx*ObRBO7BNPp>@UJ=ABYT->zZ+`xem8_n#JYTV%U*!H9m
zGVgR**I#c&ZM>XPpQIUzk;URn^Gssba^pfCP>_$6O>(DDJVAo7^44#g`OotmG1f}Y
z8)~xC5MVT)R=Q2Hedri6SSuvP?-JvDgEYW=OYm=sn2^^GB0^^=RV;U9r>4>5^m^Af
za~K6VH%;r5edTilxCJ0S5|+_4DF;S{Okd+hTKknwF(#w3n)X}VZ>h^`%}1KWC_O$s
zNf+7eBrN6XiQG<yq4%sQTpmz!SqL&oO&sNGRNNzvQo~*Av0F#}60;w=&`@)^e)al}
z#J0ih3o1-k0~PfQG|tcM{81?V@(3(?Mh<*Ix9d2KlZ-9FJ~<)wY=wJ%rioXL;qYik
z@C{EMSH5-J54>+*IMz4qUoQ4CTTd(OI{#kwd^FunPI@LfI~Tzn1!(aKHy4xH9n@eE
zyI>bCs_?wZRS*8hUnKNm9-OKPkk3XVB+S4d!^TfT?%u$y*wx3^vv6z8@P&oM^6Yl~
zQRhhG4`*eweM*rcbAkrcR#wR=PgP3lnp~0Nd>(e?kdH(<{4?sHsc;HD^g>D7YC?gX
zKzjxK6<hozL;O?N$d4<Z*}p8`?iY19ELf%y2*{G97H~5?DclV)Pe5GS6*bwTno%kp
zOJpPsF0yv0r)ZIox*}Vw-Eo^EH1$2piUpE%s+H{JKW!z2s#~aWl0ppH7q!0srl?5q
zYL+bps)T&m5t&YZs|X6=k?4x9<utq$qLXS=XVbU_SM@jwz+5YB%G%3<BR)==AZp~%
zH+KJ`6{G_UrmEGh(F!nv7T@f*^FC=F=Bez#EJ>Ed?BAy9XGAoi{0G8WK#tS3wEsz6
zesM_8CDwxlJ|}SP+O9}Vc({LR*$@^K;P$&}lw2Y}jt1g~wb$$ntzP)`7OUepNf*AQ
z*Rs<{qXz-Bi&Q%|xhb8wEn!Xh;S+ZW)7(5lZyat&Z~J<O%2Y{q%>6qEBn*8^MaFK_
z-f6nIEW_HNm(`{m9*Nto9nvv6r}ENyO|lWzkvBJ$Xke=`A!jcigB(j^e}x;2tY&P2
zySkCyaI29mPE}S_vI#viAc=GXkIs`~91kfvI1g+%z&Zo>zs_8QM|rQfU$pi=o)>_~
z_odvNep5~h#oL4hZbz=I<>l7x?@8s!c=%m1!dQ1bPH5T&k!T}My@c=mcV$szNe#o;
zp=6kQ!<_l<fx@mK3hwM2#rp6urvY7e6TY6l&ZZ`9yXl_y_XUacOa}n-3dS{m`B!9m
z9fEZ6$6TU<6t(76-6{oR-0c1O6Aa^}00Et8zO=0GoiHOj&FS}k^<(Gm#ieLXUS7=6
z10gJ73^;kTt&e8>0V)ayXjuDp*_He3hb~D;bqT<Zq=O#Fgg@Nf<|`+V=hsJF995pf
zZj~sEm={OPZL6k-WZ;19<wIf|2Y(&K$L%ED$pz2s$if83=*BAKO`^QqO-T~W1;U7+
zNrijt;K1#NmV9`%@YOnX&7wCScLXFSMB6wtR+qYjm1RZAv$!MZscr+t$dU6RwAkcp
zo^}xi8EW$S-qN<gcLfqfrH8!Xp*4>RSOt#85A3AU62#B^VxnR$7`qytQlG_^fII$A
z&W{*5!Pd{x-TOnEI5mom>%PrRU6*hOziNE$P;aBIBQEK;>W)B=^KMtsScZqM-<`$R
z{bB?OrCaeCK`!*S;fOLMY?(j!4Rxs%WWU~!1VXB;UumIw9qYEZyBZbOVm#+?Y3=^I
zG{k|7q{(+gf+lW0KiUxF`ZX-B#aZ|UD{_JrN7Z@w)MvN%?%VjNx5f7L=?!&@@6Dob
z6l!OLde?$FTtV!NrbihN_XAd?^9b-;X__9^?5O>H@Vn968Ff=(!lgGl3ZKJmX<Fa*
z3^RcQX}Yjjf7ao8v{^d0g+><0iW}bd@L-LOCAUiL;Gh|Q-Q5SfyGRt~`NZRrFm(Ao
zN}Mp@sIL4ae+PC1lltH>(9JpBN51*Hk?>WSr?1eRBQ0ATLy|6@D{8a|B`omyDSYGu
zZC+Y8OXEI}wT8>09fEz0i_f{uQ{M`d%6(m4cA+XPz;u_S|4TTq`G+zcNA;o0wTU#v
z+lrby$5HD~66{>s+<c5+I<NC0Tn>zZ=eO-`;sPJ3)dAC-n&eV~pW&MpY4?v(bN8{*
zCHKDF-Nv-_jdUVX37^v@30w6?+)IBrox%%=JH2pCs~VuQ@&xy(1n-!=xXs<u35^dp
zd#&yBX>sSTHrfx1v04nQvw4d@gm!seho<SfD9UmD4-@=YjD6P8=0QE!O(*&zqIo`Z
z|5IFHv7f#8_AS-sO!`CD#_j)NaQb>V8cK#Ew;s+LHKS)^jO=ZGS4TV4z_0jPC0zu!
zafmKh2=fwPmnz`@0`*|6eykM#p{p`*dWEWlhzHg?dG99u{5T$TpLm83cR{kQN&ist
zyQ^*A5df&4qXd)U*=tKJ|Mac)txS5hIm{22Tl&X#p9R+{DeOq9B%c`$0hGE=S@f`?
z9O#HH*h26E7(}KcQvOsWKZZ5;AR}X@o1_c;$h#pdMx7Z0YdJ!Me5g)Q(8blk%}Uf;
z`9PQBC*FQ?Ad8=400MIIw`&d3T^?b|iZJK&)=&P#FQBcv)_9>cvN=v%<K}Z%RoF({
z@800CtFGVIVH-EI1ms5sXGRBj{!j%Pq%KM;`1jzl%vMXy;1X82Nd=r8gyL=#0nw<q
zYAn%1z)g;#k|98PQ(U30D<+Q^K&W=UWok^noR;e#V=Tf>i!$)`I3Jz+lhEgW_M`m0
zeNw%V-U1iDyC)&Hd1Ho$=%HsYk=xHV++Ke0#d(z?zEsjK8&9%)(ynL4N(Qep^!((+
zbp@EqqoNBmdJ%7aAn(~SkjTmO<n(q`F*V}Vq~tU@5jufi4V#PG{78K@<66_vuHO}n
zHxIv`;}|0XvV?0Y&LrIDQ$qc33;EI{(F1vkz^GV;!kDT4)noFX(_*gcs#+uZ2j-PA
z9ZcF8%{7+(D(LY-KTterK7aKJ%=UZis}>&ps9hWWLC^SXoZk!C9g0obY>}3hvi7>V
zv>sK471ny+!qn%(9XB3bHRPpUVc&-yC+!hsAj0N+_n*BUJ-{bKPb^3>@|@D?=~sI^
zew@`PgAG43wk5<?qdZqlqn%$TsUk+dKLxxZ5NM=1LLJT$Sy^abT%?1QnxauzsiT{s
z$;OqTj*xSdaP)5Y;u}&s)lyL@eKngKtIx%%>+qn+!Iz69O)0=(m>WwnWI{DnOhKh9
z_|tu!ho)5UE4lg``m;-q!uiHI^cvq9V*>q!X)ACj5efnZsXm&JPjwosVC?I%yb8}2
zHklA0$oghApHMt$`e%mTf^<THy*T*KUKYdrKd15O5~d+mU+9_)US@QxnZpa_N%M1b
zRA!cy%zR}7{p=w`NkzZPxosJ%JoDc|AiPU&pZ}?mCGNh+|9Z8OBZJ>+6p`A@ngodY
zlQc)UT`Y5t&vBgEJ-VvB(fBh>Mw6MfO#aT330o~yRAn|l1KR7V$BakaOW2e~#j|qF
zm&#;6I-Z&apg)GD*JwgfGvk}s#ZM10S9*#9Uf0$E(BQ!mcC44K_Iz}0{eeSyoMcpv
z#q3skJV)p@=>Q}(R^(Y_+T7ni?BEJ=&(oij6}bf+oA(Nrrx-`e6}5q$F=buc!$*f~
zdpcVS0%Yppdism=vlGL2Dlt>XZt=06cKD|9?0i#5&+tyXgC}&^sM~m+DBYR)>GHJI
zE~l%DB^Bkn){JZX0ltkYz7NIXS-%F#q=W|FK2=rN?WU`kN;z3x8E(ogF6-y!UFIfu
z<~E`a-jVU(9ZV~nO~oTT$qE(&aQnrD;;p(cvgRvp_thGtA|rG0)pWe<em>8U2P+fp
zC_-*jCs4A|(rvlajhBT0p2Fc@4}gAqGHGLmqwx}asf0C!4enk7)ZGn^<w(Ps830?@
z-juZvR(eyZC6+OUCo1ZQ;%GU#+@A?!BV^fr`cJ-@Z?&=WmTe*`M-_a6JNj2;#I-rv
z(w|dv1aD)j<>PGv#My=gct~?3aB^6rDMLs55<{=`7q0XgB;{M|JiOEvYtbUM{@i_>
zckqZ@T(s4e^J9>BrnjK4H;L+_cK0F$JuzgKi#<8aLJm78{$-b@|Cm2CaLzL%HD0u-
zKD}`Eji3bI5Qst#V?n21L0Om~lF!2t>Z_rXZXI)Q9bb{Z;Q37o8qy?WHXANwu234I
zUWqR{dvKYlsuuH7#>C!}PpLRqmpWZtfr{u*ImR$TyXwGkF-`CDYu)WG;lm@Q@zUJT
zWs3j^P;Xjwu7;Bu)kHqb!8xK)=}%Bx)m&U=D)0DKOife%&20E|X=T-McY^grB{LLD
zvEaDSq`F)lLd$NG&#x02JR%Q*%f1c->(PAW;9#DrswvOVHPC6+%oBFV@nB|cZ}(Q6
zWmSh^kA((?28s%P3!8wcb7Q+vnH+B1k<_^f$5)$RTJ*&Z87J2~`1&^zOXQ}V+LnA;
zjAqf-$SyQF=jrvi*_^*H3%R7ID-l?fF4rjT`%#U3r3Ahn+B~@&P>W%EaFia*myfrS
z#}y}@sf<rrh#ni9DD8VqWT#CtRvE3zoSB^<$Nu)42B_57bX|k6?9H2s^26de-H|j+
zO?qs_3`ht)wkn7^8d>U9o>Wqv!kSb>ed#A+2b8{Q^5#^}n+0&E*{z1&zsTx(9Am2h
z%J`Tp7X<$t9<sp-^)u{M;fRD(c8Qegq~_{-bzOG)og-QFp^dc-8uU{a*q2;%Sd7Cm
zP1oB`I(X<o8G}`yX$ld@3IT&XHP+W%n+Pel4YudRhy?HTt+R&v)dVbzq?!j^W~}!B
z6slOi{cDC;D(byrmdW$WDc1j;Y7^3t)p!3UMTp>+T+cYVMikT}8meKITzsHWZCLnp
z^fy38)a132egZI?#t6*ePpUsx3b>K_D#`#nJ!zoDLc>{q9tsA55?0wZq~7y%p=~C^
zGhXqC2sXMul9q}@*TQ?mHKAQ?pQN#nx&!0OX;Z9UgZ}W|GFYetot*jW0<JSUYD)(N
zd#+zgXNhI6PRK6z5e0<RoJC=s+p)?8`BAy{KR<CK0ncJ9Mn=QRB>bDJx;=0jZA90c
z1t48$t(96oH{`DlxS|^T7fUNCF(qBk@8baQbJYfQh2?tZR22>I*Q3$_8<+L<sMD3T
zV`*pfvWT-+G3(uii`8nuG`(r`|AAzsb(&EHq2DjAys79yEJh<G?yzs!6$9@{b_NDp
z=NK<Gm-jL2%vyq1Lro*TG(7Ky4{>6WboYG``D;9DnDn5HR`p6dCzAmeL(|Iy>cRFM
zu48tgs7}51wk1=9KwP31?LgKA)+Go>?!WT+zPz^%4z17s`j#=SROv8;)m8+(jq?3B
zv=QEK4479g{_S@bL$i5p4UCj~8~+&HjPTdE6kb(^+!-aJtPERc0Z*DAJzv5$cJ-_~
zzyC8QQyLI@-Bu!3!y@vkhKD0ass~<>sR^le!1pRr*zMIY*=OX?d+pR&QRP*c(tCq(
z>k~+LawV4?wxu`=YvHdK2|E@mSE0rl1NA9<kp$DJmhkK!=*s5}Lv9^-FW^cV$Qm^?
zrorsSlHlD{!*-O>kuo_>RpIz_I-)_*xF_mQi!(N<WtC;BAhpcTIOsLpwg#ldpgtH(
zyq@5EqR&b4OY{NbJ4IM$_Y<~ZnNpS8pY}P-%{OS-qxjN>DBR5OCtG&`b$0aVNL2>W
zpRbSZ59BaMgJ>8ek_m@c-!e%?wc85RDlRE5BupQpdN8%2s4<zx3^Q}gI#6i}Koi*5
zql1&B5%P%76!SKC1r{d-4=M!uvi4ZxO>&*LpI{oGDXJ4mX2NF++p-4%es_l?lvFC<
zx_+dAE)1SzkZN+tB3MGh6u~M%RLWQ5Hr>)NLzZr$Aw(=j9!QZD`(qQG*L82br)V2M
zbfbwtbmL*I=Gh2++~mQ#)h=omtNI;mH`&vl*A%ECXB%V*?Nn%Yo1c)-f=B@<p1Att
z3#>-rk}rh9-_zze(DTiKgp&M>R}PQv^nci{Fo)DS?oDWOP`&LBKy%h|)@FqykNbUo
z7a$xK^XD{pfqQ<tJ>0D%dNAD9V<^zY<l+5Jz4RvI`5YsA+UsDmW9}{2Tdm`}7&+5*
zj~U*zBHqr`7{KW%20g!3cIGCIG|1c1UC;!JzO>Z|=EkkDWIGY7^^7}?kK93L&CmhV
zNeQF~{fb5eHa5)|NkVyNLpqhq$xH&f$|smC^F_bW#!GUz9IU3@^3Pw7(}+SnZX?&h
z;*wDc>OMQNH31spDW*$nyoBJ6%JxQR@E%>MVl#_{nit=C>d7+UbCiJRCG^au;>lKU
zm5raV)yH)^Hk_Pepd|E=!EaDhAN=W!+R2F5t_+iFlC157D&t$C^xXSc18M=TN=)mc
zJVT?W!PFsa0)QXyb-hOOb`wYHsAZ!5XJibo>+2X^X9_G}R&!2lPK8l)CymzkXOCOJ
z|IbCTL=9ZrW#`k6cvc^8R%feaEjQopUhHmDx+D}+eWWA=#<?M_K<)4JAIlR8<!V$=
zfNR-D*8e~yi!y!=J&TtztNlIC9yw$lfH?j?&~&E>k>dk>H6J;=oDPCbA&Vf`<O$Uv
zJ}|$ib^Qm7|Bu|pBN&|f0nC!pCHx1Xr8VO<CK|vuJavg~01VNDul$zCA!x?C0ACX>
z(VoX64KHA$e7AvDA>rRmY)@DJ^I{T!xk(j?>6s3HTCF}C!+pg(hXI~0ssz-P!Cb33
zBUgL)K%9=w#LW^zuz#k8&2+G)UE@z5rS32dFgu#PI5vP*9FRE1gi?}};Xe`S#(U(V
z>!Ye;wW*Nooqpp6QDCLlB@cvUr@Zgj-<4QV{s%7e4i>v`-{19oQCe}Mk!SYEWoJ?f
z2GA)2;HA(=@_iWql6so946BKkF$!>X?08$pb-DhPgKUNWpnCLGik1Tl$Y2B))ZAM4
zS=ajj+$)Q8Tl%`^hpbc4VM<mEj1mEY0nVWBG!&u4b&*Sg6T|nfX5+1AD&I;_CiBuh
z7%M4mJ-`+7{sSF(y6}9FHzbL81-(@GM%590Yc7#yWqn~Yzm=Y$BT}5j1~OU}#b&dE
z_3D4+DW}{JXTxqJB$;09>@4cIv+o{9%{&B6=4i7?!aEfwEOtX1eT4C;#UZM0Lel>K
zfkY=rB_2=@O9h;GPP+>gK44pdJZ}BYZ<Mw(IC%nY{b<^?WVhSQ?pAJZevb^_%yWPF
zdokHk($L&IpKVBY3J^TTKo<ug!D-R`js-hc|D`^b%hUFDU0&4&7Q;khFToE*Beu!z
z+_%rw8)+E{R4q40J6mXx_V^itBDfcyl31}-SA2)^V_@{!?;i>=qqP&=*4#c|g$AmV
zd+M@TxvsBIZDM_~uP4GLx^RGhZrx=obXVXN&%M7r1VCu=CLInHA91uYOz-!%zaaWq
zYkysLp8x)0KZue;8L;?_=29nLv$w5{+q^w%Ia_wJLO6i%qcGa~7)ORN+FobgC+}Q7
zr%FAL*>u6l_J>E`BL?Szc#jM^@H}^26@+`>Xaj@!IYX|OVjs6+#(b&By%_%@-)jdW
zY&GevYYS^1?b%rGa>;D|audScP(6vB?fd=`TXB+<Zvv!N8misSUhNI`a>V&!M@=9x
zv?%*F^{z{<(l5I?^IjigE1vI9=9jRy+6X(XCePhLG9b)j+=j*<KN$WH%rSy<$W;xM
z{xIkicTiMEAZ2YcgguwE(N>*s#agA>oav@XyjC+>GAURm<9aqa64Z4GzM5ek{u<_5
zWhJ&U-cS1))Ew(m!XkSn278kk-BDt8aRg0Bzy{frXapg@zZ5?#cF*LFvCuz&zuxu~
zOBkHUfRX%MJ*j96{z>NH{|#i^ckv6v|4u|>)X5&d*rsc@@<PAExZ)R_X<j?GB+mw7
z!|kxRhNM@FKjG^vJxG;7c)<HBXHZ?g7YN?5MWVh#s%`Y963iZCMt_kYNCh8tu)A6W
zW&k_0nviffw75nV*N~DIBtb2tqH!mra-4axt_H5EPZV}*6ISfw`1~R)(j0f_dt^PR
zsq(iS#tqdopkr?MFPTl+OSPk4)W#(IfNb)@k=yBNB0WJNg`+-&-!#x0C}n<L`~8iS
zNulvfN4A`!I#G9j4*#g0Axu4s*QSBMCW7-2^!=m35*G?Qj2d5~AA5}bJsY;p<Pdwd
zo~^5O*KYj6<qc7WgCDz*nh3M!X!2;lE7mgX@A@>{Lxqw)DB0M0j|+l4%$w@kfi6m}
zOqXO}Y(!~kVSe7j@!lBdEvhUM9+z|Z9(VXUqR0@&tEx<`c5KR#!6ooAy<J@+`z7xh
z299p0v3RZz{QNLl_gOexe~UpsijI!*J&t~JH8t9G=%Me@^k4%;@sIM_nhN=@>c+~_
z8p8iTuglBczd{(*Q4j&WeRlnaXam@}7|y-qLG;!ig@$<7-AK(sD+YP*!1T`ykWIzm
za58a?kd$iVIJ<UZeIw?Xq<c}xEnea0=m9ar9D;-y@e`7dYh$RIT4piEj;2gM=$VC9
zbG39g6s*-3;X!bV51nn=(ekl4{1q4I4#~+HI+dFL&DLe1TLRMCUi4T_r`=&U3FTuV
zL%cVT$U92BZToI2QjI4Ee?zMOIpLd@$?B1hwWl{Wnam=W^{^-oLXNPs<J9}l)fW*q
zMtPMw@|9U^RjVt?*d?u0M#ooK;_#u7vdd2DT-(qkZ#DDJy6h%RVEpIotcdER>!_CE
z;ZkQWFCDnu(xMjpW9sX_m9jq(2FR?`mJ;P}*@A_~gZNrKqHcJUp-!^sE9xk^Yuqhy
zapiTAQ+tTeG|%97cbs(C?mr(e`zI(J-}?ILV0rWmEO(F-JF;k-?(b26a4}wuK3?cr
zXJ}#Dc27N_DF?#s8ZWp`X1gV=Iq0trzl_9y-`@DIN$MLi>u#xd-QV8r`nILMl9jl+
z8s_ik_H{ZD**j=EO9=8g>(0aNgEA|*UF{MPd0LS_e2`S5K2HNo$a1Uayow14&rd8X
z<Qirir`O4_L2Xxe1CX=;sS{~4zb0Z?f>$&9WXHF;w{0Mw^C)1l2D*mnv#A~4Q;kl*
z2^4EG|HbO56QwJPIXhPcM0#Ps#=@AtFbtG7A4yY#?pN&=ZYyrCt@-Pf(9RGO)NcRq
z``2wK8^}D3alJ>tg|bhDq`J~WAZwtO302+a?)Kf#A2c`T>26?E&<#8a<y8F9e?+@=
zrwr18D3OM!o)|FttJ&{^1G0`DzO1Lb#>6f^_abzy6ii2Yytb@+H?`g-LQo`p`)Cfb
zx2RV6R~<*xuvh|59~t;LA_kUgZ^wc9+Nd!e=YXZ}J7;RBm&_LuoL1tSvarAk7yQWe
z@4LNkFQUq_#FGj&HIj6tbFElL48J)wqvx*?aic-FcD@ScQ*#Z3vKCxX-BQZTJk`_p
zk=0;jl(lX6i%^d*`9c|4sQM20*rfZ}*=8!D$gs*)8g#kF5RchEYPdn@K`4=Y83xQI
zhXTbK^0s3++^;h}FQmcuG}IIa%Y~!Wczg)g)&&;L1esn;A3UsvG*nERDkkl6DK?dz
z@+a}<U4KR}N6?|MsTh!*+Q48_SqH<Xt=t56DiiS}U{_)P*s-BYx=1A~#~O#x+p&S2
zCylReZ_<^43Cwb$3_YB~s7234sdkPT%rW<B3>15vPUYfJ`sV$ffs6RdUo5Bs2Z?cN
zsV}92N*0ix-smTjCXgD6hh`LWD8rxeb_K?#DH}utH2nqM9W&k2S*2#I?B3Do{{z=!
zXlm!Ue7s)OLS?_-+%-MNlrbYl7Guf~w_VkV##U^PFE1M&w57J%te0wDFa2~^9Sm;x
z!xHfocu!)Z_MZddC?Mm`tHWXg@K5uO451TjfO6ij3d6LL{HQuUk~jHC=&3)x<-e8k
zMqUf^_3E+@hE1f7kNT~o9)r0y?ywQqLDD-ixR$H#Pr>_Ek0v+6zn<6caAj(?*c=l_
zzwbXMk`oRwsJJO8o@X43Yd?1{i>NcJW&noI3XVkyS;-}uZ}0Qt(eW6*5>1v!jsP9c
zBbHU>vC8^65d+&`k6Y_V$NDt<n-&QIw5#PQ3@We$!@JX-8kv_-|I{t$-f?Fhs{g#;
z!J)}zbtd$GG0FK^vPm=E$eA-2+{UmTVx!4j-1Y&j$U4U%QIW@ANzenT=p!~cfpic)
zh5-}+GFbkf8C*+luurPsraoqrzI0ia9m`w)?CMuPENI2=k*+AOKYT(3GB*j8z&DhE
z1_7g|gk!lxHrgoYX7nQA9<6xyNm!UVg#LJ<g!BZgl&>~_O>rcwM(+QWqv7epNTw1P
znSqfq{W%F?cz+LEyWu}16{$0JXo2}qB<X*k8F9;SyJ#)B>E%!rTUrFLOq3a;1)41Z
zYUcT~F>Ib*sT;fZI}Lwm7?<me2T56-9yhvN3CC(N#~84Wcd>Wb^@LB<#(>evD&lhc
zkzkydQ2(EoWnbODT6hsYW5rCXCAy-cMt|J+QW(Z$@|61}KQym9?Ay$rbq}|#hG^Bl
zipmOT<-S<&$=QcTO046BYH879WyOc^x-q9H@&_X$>8yiVeY>i%5%6at|7Z1y9Es+U
z8+!E5ui-0Ms-Nz&V&#wVYkEOZzeU6|9;(L%N(O*G;Qs%P*6bsVTM~I<KR@Ng-X<vm
zg{Lf(xUax7X$#sO3Q_ZT&aOt$;0sS!rZE>~kRP2-dGu8lAFW@xb2VojHPh=F&TYTj
z;2V`|_?{RHqr?<fLPRx_*o-8ydDu=E>v2K)5J-I^IuKO~gj~UZ+e>j&e*th@`!AMY
zAwyHR9E?!d;Ii)UbY8*_*Owx4erSwnsoCnJaNAu0A{<yq2B|6?QIG}RMe)!o8yH4A
zQSx@~P!TlcE#&hqVG{Pgqk)Ejl$@E|usKifc+&u<3XiuH2kxq1T?UIUNXq!dPv=m=
zooj@ldG0tJ#|w9%?x$*U_h>F9<+~ePk?;=3iO8Ua`5ngnA>zpP?ch5iS$aHlj&2pA
zw?b<zC{Df9o~;pB4MslmsT=Lzg#Ip$+<YohO8R^w_1!$w#+5~6r|}|fZ{Wh-5C5yg
zyC%yL+4}W5Jb31}NcP4&P3aEa4^;HghT}CiOPhuRKB(8<_kP(|E-2tT`KD4u)CdN1
z#xIoDGeN(*INiCNzY+9k5Ci7&Quz4a?7{RLj}}ywq{OiVNa5ic$A+jzE2)l!891Z5
zdi)MH>WOT6q$NZU2<8Qs0_#kWn`zT0TCe@(BewD?KiDizGPB8!jny-ED55$@Nq{M8
zR0n}<VQ}bEMW}-muvmS>d++70=0mm@NjfNJa1LY2kQ&vl&vAHOismyrb4hF4eNL_S
zn0T@=!b1jsu=NUC66fs`55ddKj5W*WY03UOFB`VTWqYb)a_v68huM_Qe{G);w?u2m
zQIH`W9_((rqZd7~+LE5BU-MXkswxnZgd}lfdow2cGJC0HBE7xwMMbi0dF|_=q>>t-
z3lOf`&JG)8YL7+%t4*$b^15BiClpYx6q&&N;+#{eks<ChI$sI^8{_(;jkc^c9?(Ml
zk{abb#U!;2DZ*>@UoutFB~P=ahF(R>WG@%G9K7DnJlK{&4tZo9d9!J$$_~L{mgI3T
zs*Lm(GQwJf#&7s2GBuP<I<BHnof)9=$k5`ytJT_s0^Utf7uS=!uX5O6GN`AEJH8C0
z!fMAOv1Xmgq3i1U*L}cM;`Qj^6kU|wId_N`S;%to;;CMnvwjE7r)|&6e*a7-SBieO
zMD>tm&&)!TyD*@!*e8nxGx?<ie*aHq`AP?l4_;N0m51zUOcgK~hoKwli-L!Vsn`My
z-vpt!5oPxYwIBb1@F#a?rHrqX@ukQ##f_Ma?V*h#XuU@Xwabv>nXs|J${#h<ne_vL
zK@9r+bv^9HDg3&{Y(o4j(XPDM-fvLwnM74B#z6ESP=B^I%MII6PnDl1JaL{NO*dsk
zHql^q<I|%08{Z7QiInIacjVCvGOk4a)Hr+WA)I9XH==$T9Vg$0_?~H$XT20s!!-iV
z?}(60hV)pfSn`PHY(UnHK$Qid5Dqmc)p)QhOd?9llT6}4Ab`b20)v_KY*1ATu-Bur
z`#$Hr7HSN>q|ujmU+4)%OPxG8C@Ed6t^pWZZ9vlKf$1}Q<+4tpdSbos<$oZopHi3y
zO6G8OO(oe3Myyi9`@uhytvWUV-{j~z7J@x$cMR#uAqbp1!kOq=qyck){7Xixgn9=D
zL4io?8$Y*+iWmZD{Q)xR=sFrv_d<6Tp);>mRFD+y=kUe~Xi|j2LG+_7Hmvt>qidw;
zRs5O#dQ<}5ALh7j#PiIHL%}TR34!P}smG;CJ%paF-e^&AB6n^o91_K^lYktDE9(q`
zegq!9ykJdoeO{re+VDN@i$u$55G!5I@A?xUHwF!;f3O|yYdN#OQotf7=HMp%{P}(M
z3&*h}1VP97m8++G!kurA8?pQIztCVo%}|KwyZw;Dd|AiNKat1N<gbamX_?Nfy*>p@
zt0*R=;D4$6wfz53b(T?4y>Htdy1PRdaOeg>K)R%30O{^d0Yz%)?rt0!>6DP}5)hE?
zZfTI;v;D92es~w3nZ??hwddZ~b)Lt;Tn+%!2(%flZ35Cg<-*wB_0)HW4kzPFKi;g8
zve2EvW#pnLU>kbker;K-#Hh`kkB=9jcEE3-Q4jq{5zV*|*!%g55L0qtk`&&YPK$f*
zNI)HL&BMNG5(`YQaaqu;&q9e4YjUKqCMlxxMKv@OFn4?gF!5+fo1fQLabSonjgpu2
z76L^>0uWaiB^<T(N5H~Ws7w@TMzJKR+nFp1_!vu_)3MLk=!K)Cc99;*j3L^`2N_6)
zk4pOccluY?hq+@t`}w<?+L|D7k@l@bB_bnLDH9NIfmb@T6`ZJ#n{zJ?z?toB7Kg}!
zaN33ZcyV!Z4V<fsU<3DWwtb?f-|Yd?2y+Cw9}u-oS^&Gfeh+q=-SnwLHVkqK{B<Yn
z@_;MAf~GO#FV-F+1?>-ZTeaw0pxM}+wIygpOO*tZa;5J|?YzUiZQI{GR+2>ceL6_J
z0zzHSZ(Cx8DhTsDE^p9wO>6XgOR?i;W>Pq(rm%e5zTUI=^sPhH0C7Xe>91RKh+7+S
zHvfZNfY&!t(}}a?Zr`VkYzb~Mn98fHu_;`BEf(y}i5G$04S#(d7Mt1BXHnnHpUC3h
zgnA??aJszG+UTO2FWC*_a9;?%z?=KltK+&CeZ;@_fW^hmO_(_{0$X!9irZUO?n=-<
z0ra`!csI9EL<F48)m0Q^^P_Y@O^mffWbT4>rEHUJ+Y)V@_@PadI(&gRzfmv%54d%H
za@|FRPK`V~Ueln<m(%O6pJ{TM@3JeWHPP8|62qW{E3*CW<Ko3138gF-N?T-M_Jraw
zu+uDapeKqYEb&2|AN+#=98Hd>AQT!w`P}xnjUQ-FLO{T+YqA>D<Smo+sNaS@TFy`S
zp-16a0V<Ch3aN8HffkSqA5+_q9>j|30#aJ!naS^=yd!Up={i$L88tNXm`O=--=mdQ
zmBBL@HOIBSW>_O$&9BcZ1}Us-wR$6y@3-10l-r{xYoV}jNnqhxvZv!M5h~ZqW%kI=
zip5V^Gy5wKEIMBue0P#2F2adVtot~if@6ifD_@n!E7QM-0^c=mNh`qokVFxsC2g27
z7<XBnNMHZnN}GeIxQrpr>8<BDo*%k;13o$Ia=|BFc7GIFqRu>(T%J;MJA(5C&Ygka
z+KobLnqE5{LqS3F{J=i&bxZitey5sV9$}<WS>Lf~3|c%csW>Cgq7H@$E)twYf#yMf
z4euP_PVT=myf{|S@?Ne9L0x&S1tq=?0bF>qW{pDf<FC4%^3Ht1MCdJ{T3WOlnv;3P
zTUt%uLT^TsP}5pnUr=PgV(+@oMUSbIe8XbM(U$0isN<q7h!(RvXUEiC+x`&pvm?lK
z&De6@LP6LrLmo_p@~rZe{pdofmYNF9rYIqY)f=r$_jEOtwPDP%Uw^bYN;%RX`a8E`
zDz%;6JGtbiCG;0MK%pVP_o`(vxU4J}1R_+U^EtV`_Wi1BQ2h;xSzN%y@zIsf8pYbH
z1T&445J9bup#g+d7IO%U8ZU%NAest%R<8vC+cOZ6YlkOkFt-=K#Sk#Fu+3JJP<=x&
zf!`~3-|(B)v6jMnUek~>`78OZDQ0T8Dh33?>6WgVoyJQ4x%is`-bV)3>DXu&%WKRk
zX3Q0-v|LWZ*%B)S%cEU$DcQJ!GVe8B*3X}ecu<H_>g|%Kaepc1)MG3+oT%sRY0~b|
zZAZ^pEOuNK^45E46UwK}^pUw@g7m1<n#5v#e62U<e&@hy8X|YYyVm&9h0=feN2@a^
zRh4B!M?jRLjhc$k;8aUOnb0JviwetL3^NZ3wnHXa*WcDgI3$?La4*|8o_2g`X9FLB
zc%-I%lZwWKzeTw<iz0*4xRwHgqJ{?Jox94JNf-02v&->(FBKP5O>#saR3fyhr3O27
ziuKV`Cj)9$h=FNmpU;z;HjZ8Xno|d{#~ZRPH?8fNPFhK!d`Sn~%Sc;!(?<?T2eK7*
zDqM|1x|^UD7a9#2u-@P=3`Y1qir(zLsve(>N|uDFHHV_JaGvnMj>@pJCpgHOqk$(h
z1+}^8d5X(KN7WKG>dKCRR|qD24*J#SBdf<tvwyHH$R+D(ua*3BGCnDs3As0ttNaa+
z%66$DaE=ZX=KDF#iHZ^eGCF<g%J-=Gw4nR?!9QOKezW9qm-uoFf4cvHy&bqic1HXE
zH3H({Ape)aF_XJ4hJcq>xs(yh*TFA&ga3i9xgrDBZRCo?;r98R{3b__v?rS;QF$pa
zKj!P$@E6gg|3F)m0|zi5&Az;_PZJ7c|5X_;CW$X1{z-Kcg4?dPcad$mTBs-<9-0WZ
zdRRHE{l&%byAvpvWD?!{1k4U31r9(7q)(~jwK#<i;l9Up&c26}6u=6L;jCQb2v{qk
zBQU_g(Ga25=EuitvnoMcN~d1T+K{^36USZS4-5=Kxwm1vKnEEFI-%Gy4WqZCV<fZu
z`42UtfedhF48g5lHq?Jz#otK+63c+p&#Zx}iEdnxSC231gGdt7k~Eu>Ht}rXp9BAO
z1L~n_UjKp81x@A2?t7H?yS!Yr(EXgo0!GO}2-$zmql+PT{%P0rn@9orFUH3B{|t?n
zrlB-O7t^4{Pk1THeEZpn>`Gf-x_+b>g5E@i71IT^-+wZ?z8_eh{*Xs@U!;qx`#(_5
zW1j?)8gqtX_jTpGn%6lc4;WDiZ`eDdPLk5lsq&ewRz~Z?BrnCp2Tm>6>2bUK{$He0
ztg5PfcdKEUg2}$7%nVqc=5JKIA){6?^_`|>8nPDu^s~6%M`uYoE5{YYF1+6e73E!t
z80B?2KaQ90;6E8aU-LXC_jPc72h&Dy1-~<kdt3ir&4xkH2?DFJx3aNCijH(oOY%A9
z20c424e2ml#2XBm--M>=*Dm>zAkVSGNk>yD6ckuI?xRTjl^@?5fqlWC`K$RyyS~{%
zY*fDeGZpsn;HhC<Cn3yf$#qh?ta02krKc{nvsg|U^Sxv1H9r#bgBAYH&lgdFyDb}%
zS1ru;(4N0Z#^WxfUJ2R}14qca^g^3n*Ti80w0Qp0$U&t)OpJaeGo}?4D#&DNGJccn
zWhnF@cD%(<U^;AcDu3jUog@0aIr}$hs0pLAb@~1QV?FLJy0ItHrgH9bLLC_Lvnk@s
zqb{63%G_EnZ2f)ioT6TOFX=W?KivjP%PDJ?on+IO^y1*uFHW;@{yEnCv$OQ*!Wt34
zE~X$JB&#OWds>cbZ6zeT@99y?74e#r#W^>=(Z~wh@PDQAA%y>i(op)HNC6dsxx$=1
z^^e&0#rGZ~2aGrzPtw}zsupRUTL}rb7$-z5!=&yeu2WQcew00M2IkcFDkl(pYb7G>
z3^&8MZ!$k_B5gdr#ys{YG|hW2HorkTkDzM*J62>htEH;0T+U~mM2+D-UoW@A0M2%?
zU7EcPATMw15P*Xarg#t)6*jQ10t;82n&Zwgd0{~ywer$Z#n7bkq+LYvKs_14?xWt`
z71U-Mg<4D(%Y|b5xm#$dDhLfH&#*qcIrM{fZP?rgsn6eVh!N{Pu5PYfW7X_jzb4BH
zh^Vml1~ra!76A*wXB0mClDftT&)Tlr?8-w{brRi}K8{@ZL^|I2qDPEq!+!X?^pkm?
zh_T$+aRGJRWNB>;-oun4hLN<&Wga#*ga{W4>&}Sz$-`X@`KKo8NSS<F75)9CTNHXZ
zV<xCV9m3{mc9_pTEZ}>X^WQH_JX29S#GRn-V&Rga>SDQWwK6C)52gGk1b<Rb&1*q^
zefHW08ID0%`~98K0=sIalR~DTa@I#LHgz1Q*OiRdV>DUynp#<&Jfo4kR=Y}_L0Op%
zXbdD};obrEZ~j~wsun}EKKz;hlG~hL`q<Z|IIdb4@4F=_8ZSJAocoGCPmsg8a!gXA
zyGpgD)s<e@AMIt>-r8h2wlT9Hx2A;>GgOTybpP@G#Z@9oTS6iBwDj$@0#HBp6|Zju
zk7;mnlFoDLt$&S#4qB10$WBZVxnulU8-EiBLHJ6@<@*qyqEYm<Gu@2QyYQa<aS#5w
zUC73$U1OexI)!<5T6>O}c$Y}I9HV)sSTm)6wLXc<0sWWiF)cv`+UmuT0tE8Cq}p-U
z!8{=u%*2dPRrLHu^b0=a-JhF%AAqzJezyGzH3YS=tC^tZ9#^&A^C$ILTiesRpXMxX
z!j%48Ru5R&#abp)9)p_i8(WrAU@05BOZE4gt=5hU4UI@0RjEuRnWfB1skt-E;?!LT
z*(kc@$!jt?5s?6<Xa;P<rdGG8H%_LTEP{QXN8(-sM?a{fP-@DnVbz@<(b;(iZJ<Cb
zBDa!Y>t8Kbk&yr_S?<=Xop;;3FBw{%;<(+~Qe(LG^WQV`QV5UW{884l5A|SnojpXJ
z*~0;KPwm^=FpwAW(`F%3=FPE>t>lha?mC;SY#hF7GtIp#6$1PX0Fd@HM5w*OH)W<E
zl){)_eSGjwxJa7EMd|d{aE%jF?-oGnMNh(4uy*!ux&S1-Q(Y8^hT)$cMGV0%HSL?o
zN}%LR5xNtAw-t>{G}eV)i7ZI>+UER!u3!Ki-Ho(*=J6*I#_n}<bsin^>NG&yBu4<9
zJ}^PR|F54h1a$_TYN2lui;-D+$+abxfDD7n)l00(A2@vl<Kwhq`5Xf_4-^oi8&$Ms
z5N0S+=w17lE(zZPsG(kXcu(--pALNe-(<LFyKxiSK6E=sWl@%0%>mxk_v~-fGnI|9
zT({DJifn|xOv_XNT<dGlKR>l*<GYp5WX_Qi2nEq0$zz$(#IE9*f3E2_xM{^doZ+jt
zli{Ef<M93!q@xRVI9fYb!B#Zh@5`??+$sRp;y#qPn<yBcF)*-IQ2+kwssJHLl3_5l
z$5#%(P#-VCLegq$gKdOZRTsoZP-0UNgQ{wvDFnXhK!EGawpE_7TWI&Nu#mL<2eZBU
zBS<h`M_ATIq+CqQgGOCT-4rR$YB{I6VvzSg(CTbx7wScm(gtdbNqoAe&8<zu?y<`k
zZTZ#Q!79IJF|mUv*zETPVmDXcJQ<4VDn+5>3&2$;mur+OOa0&hAm2ubF(hqnKcq{A
z|6!1!BBJT&W8K+WbYf&urqOnc^hiR$I+=Ta$-p8lJDQng*q^Ye01kAbk%tn$Ovdf2
zdj0M+u|0b!zf3775v9&6K%X)Sw{AAq5__QIH1M3GW1&bXR%3PL*q;Y4g$|_hf1e7i
zTquZ*7PYhe!gZ%R)>I;&D6F{iK~eeWbEHzTuzr%FwPF@5v{>>-CM(@}nG@G8wgE;i
zY%6uqvgc%WQWQ3ZJCkKg#IjKPQ3)y)R%m9oBpTRe3bB#kbi8%2oe01izP{6IMO$Mo
zw(vZ}$d#%dY+y#wWMO2-;KP`^CDMX|P?Gs&euHs^(QnPUlY@!AdlpXw8hK8iN^M!1
zX}GYtRKFxZG02*3pT7|g=NqlXf3XZ<k%Snc`jKagwfu>IB3(G+(Cq#hhxY{Y(2c<J
z^Fd>@tUjM_Hc@3Bg&%h*grxa=&WB8lHK0LFKr?bH4h`||m9s^v#nibspLg69AurQ{
z_t*7NW_9QHfxE|@+Yn&8u*FNGZV~>zAs*+x*d7fPt+-?hr)rF77uk~d<bD3w5q&Ys
zJG}5-YS~mgqphBqD3~n$%Eo5U<xyhFyV{#$-I%W#4F<`9Pv>~ULXQ{0;4QN;5fg^8
z_~$hh&jak!+Ca-OTKZ4@A#kUCAAgxY|JxnhgmbnUEyPxc|B+=EG{iDu%s$uM1)uJ^
zOkziFo^wC{+luhwx{-K4Q{}c`(lS<K0Ur@>xQ6||waFwH__JSrq?q7&37wfEqkV<;
zu9NBh{a1=dvzc0b=)0mZ?sO0SS8bujwJly7-gB~U);=N?18m$Ol2YMf2macwJVM%i
zo2cC_eINfyftbyr!?CEi+FsK+qlNFIO85J|Bqk;r7V!ej2=Z%x%>O_K0xBcvY;BMb
zoRN!YOSORbpM^b?ZD)`9a8-$w`xoO5I-YkmEfW+~AugPb=`^sTD)Ts+`*%EpH0tBa
z%PZ%X+vgGgpo{+BKd({q^{%8cn*2udXptHLnm?X$(oP}*e{3B9E)EmR#+O2N-{*YK
zmao13*B6YJ7xf*9iN-M~5T{){3tuXS<6e5IN%xVHtkx|&Axw53x)VWka$v`j8(wMj
zJtx)7QbmEn@OHP7Nj?bhhrRvZbpy%|zMU>-VGlb-Az9;?NcaihOVs22<W44fKPO^<
zW4}<1zm+7`)kQ#npJ8j}G$YcnYEefS2BVP>4)onB1|2$mdC8sDLJtI{r`QbsvZ=be
zpmZ<bXd=1TAx`Hmy02y&qacZJvpsf<oWGISn)osEK(UVnrH5=b<1&iaRm?339_&^#
zv_P&!LPXb{OHb%!(Lo!iyTc#DVPn0ASECcobxDgC7z*gy>R{FK9O?$XG$d55+KlM+
zNj)ovzINY$xF>b;*S|#7L+(>-DyWpiH8&$8d?ftxxSA@eFcP8odhIO3+M?fo^ywm`
z1*5S>7eo4W5k2e*wp#l_5s|2jPA?yfiCd7A_yak8{;VWiuDvnBJaD2e<SjAgh|y-c
zEdB_+c(fvLEK#ob)Q~}t(WE<`gaqrq5@zQrgcdWf9yrtTnoH1mRMyE7vt;djD5yF!
zBu+xB7cJfRm`mPq=EyX6HSm!Vhpts&&)X2kSY@YUSSm`g?KaS{<KyfHyz3=4URili
z3G{dFRT8?>BCU)IO=apkL^#%)zc>dw^;M?=Rw74jW#ej3{2!*u6wxtFr6eh9Z}S;+
zo7meVpqsiJkS!xVjo{5>#;=!xilxwT4D3Q{7c(xOk@>=U@~U>U7N0Bq$ECM6;az9R
znZsASuFtA&^s29nga)lsmBg$9-`-l~HvL%=(0YY`C<d;zG}Voe)Kx5*D#=y>U;`u*
zIVpvRn^D84TYG)K+=VscW{^vg3G(GrYSD|wlmi!TH6e5?i@XxpDPb50uQ6-L``IS#
zN84^#Suvse%31?Nm8n1$J@%Yj_@^D>?K>0Lig4vTi>b(YL)A{Ji|lt=g`acu^@W5-
zJfYyYIbV6W;(s7Y%Oq605N@qymPkdA0)ycQA1SfooFNRuN$AV_L7tG6fz?Gv-{|;+
z2D>WxjJ<6?KZkW1+ke%LDysAfbYz53K{F?74=E4q-nZ^k1!uq79%SFCEFSw_F6^)G
zllOSHws81;k_~b-&}le4Uf@fuyBvT1psV3P_4z8A!ICO}EMs$%ydcrdVjo+9Nz?g!
zc7M}`eoApQ-|zlMFE3#&%82**<@Fx_u%^8u=etu}K54A`ADl>&w=nigK0c63LG$L_
z-50abB)db#EfP&D%^6Kt+aE?YX60JZ61R`GBe<2}raPt+`3hm1H-gnnqQpLa^dtgB
z73SH@YFBiO$JyNV_<<PEs^y`m$K~UqhF5F_y+>q9Qc2~|9VKW6z%x<Kc%!u&1|6fd
z3#^BN3&H$*8CMjwoC*tgh6malChs5l#Vjj4cx=maIn5j9;IL3gc{gD~;YkC@D|AVr
zE`yuY`A_h&iau_;$lM6_Z~UpFqm9t2bmkO*Dy*KQpurhw&n}g+VRchH-wUq*Xhx;C
zO@A<V&B<ZtI;#jwjipKYH;S#9JP<F0Zqahl{EW_G_HXvA8tz&Okh1Kyx12jaX#EQj
z;WNI&=8L<Rfd)E+sIi>p9<F;js>k|!<A#Toz<P(cxY~S#4Vt3Bs_~XVbw9E#5G0RW
z8v%QZ;r%w}F1xf#3l;nMOBFdLTN;Lqt4bSB=ie{pEgB#+Ft;rTQcGrYv)=fbsS>ve
z0#UziDV`~=NXhTmBu9~Hy3L5wD)zkjbu~|z7{(&YmJCUy+(;q~QkKk%Voa95DHf!d
zMMT%!3AW4pYBV~uSO2~2s2oe>t@5LpYKmEsyVl0yE9C;6xNomTDzeIzSjIvH6=5Gz
z{T@dYwN*bfc?*cgR@m`b<7d-MDjKjiir0t0L4+ZYkYX0gVqnRMz!M*{t;v|GqMs2G
zQlu{hjkJ@u1ZXd>S@8owQiO=m1VW_upnM&H&rvCg(FZ<g>}bE*n;hfq*#_U#9X(fl
zp00KyYn)aHEudWQ>-^AM;kcpI^e#!_?X0SSiU0ksAMyc-x6-lLr8+>6(q#5K`!=dA
zB)vpD*AEX>(KRhL;+-)}AH}ti`i!A7i&-b^mZ=o1sZ8rz3H}d69HvoH>Wa8WoR|Y6
zVqxMPD`zpOVy=C36o^tmL5|d#OF2-q8chiVegw?LGZk(0Q;zgFixgPn<)Y=xZ6i!U
zNQD;k21INno1d<~tK?e~of?GyXfx9=oAYsEk7C8ZC@C(L0y4|l_3EJSKL}GwSfMG3
zDMdS-+oHS=+;@-X9fFKo3l4hG?k!_61jqO>R_`}vQi6!nj&)KcK(>^O==6w&b2D1C
zLOJ<ZSZfCba5A9v9*$lnvG#Iq?B?@YEogUJEo`3|(8I{EfPc^$#uxmwrF-{%YP7XT
zK><zbAJ&G11!ZYyp>$yra}9lug{{38GN35w)Y{Z#Ttfyx&m$rfh{}4~pLV~0l!2ko
z(^JD+_h<)+B}sX(!IKnJlq+kIib^Y3=f{VYz1#H6@OC~N!}9<+t_Je4m@Anw`cYMN
z+&bMJRK%_IkAA~R1^pMx;eb|#PD#no?&7&9fgTs~#VU`voP-5Acz-H9MIXJJk<w-Z
z_)uHCp@rQlC@-BAHC~Qgh?c1nG1ci^?kqzOAyjVlr7K@IVg%W_t6vL1<{35KoQEdJ
z710831cAOA=f+-77wtt5NxV@YtfBD_vX}opq)KFW%VQv_4q4DPgI<F<3Esdr;P+`z
zMu(YU+56_`sYiW2xI<@*juG8WLZrRZz~(FzUpkHbDW1zD1s|=j-t?ldKT|`708CU6
z6p!SRLS(sVRkR-Uk0pIF;AOSn>-;a>|Nnx+dFcNV#KH1l7%Pg9nX6vY<?{A^uVUb%
zp?G_KZtH;i(+ARhx8kQZu}1?X;x>jzv!O9-8cPw<B|>RsZVq-NE!F=(pY=2#uZF&D
z8TIiYRN~*AfqaX4H6Tn-PmDGuIctUohtbQ1#Goy0$nBd3MQQ9=M9b3m^L9$-_mbR3
z<cgZuC~Z9l)=g-d*DfKFHeey@zwZ7TW5u3|Rf)@U3Q5waX`vG$3PQ>3f@oU%KiXa6
zV$D*zt4kaQ%9L0b9s9@9h&ewXB5H9`L`6`#@+9MTP7>X*((x7$myuB#^u~?1hSA39
zm=*Hw0&2_L5njerVmRTER?#cyulq(%GNB~L_o7ApRtv+*zZJ4ViD7W%v_>n<{66kt
z=8RlD1>c4spB@q;n%=7&ZJsQYu5)(PjDCD$SE*qQ?2RfDDCHvGcTEUk)@SW;%e2$9
zOy!RtOCro*z84~o?TDa=Q9>SGfA>qPIRf+?iIrKa=E^>1x7SG}YBq0#H8dC!-w4vi
zgfvbIV4=AZBb&Z1oGa7!)h};Q#}MmQPLN*2ml|1}BhD7hSvF9c5rR3}SA6oz6pzY(
zYny#WT0}}Y&+=<=h^@FEqCKj(qkIZ_mVjyD-Dtr$+F_u#)8ygKRLg$cJ(P&XYT2S=
zNOcFzgh}PFXaRG~6m2~r2&#ElPNOTZs$e)7=dtkw6eYwgmMVFY2z1b&YV5()&;n})
zk&wb&Q}bM!qJF6LY|77HzWRuk6VtH906LEQ;@DTyMdu4Qi%!O`-qly6!0~o6`bRU;
zpXCj#z{w@$UUb{)Cj(H0)@&;^){O>y`al81p-;Q%ugecpzf3m{r>ZHZ{_fQlFjY#v
zPxF1d{mk8S7fbwXKvWKmS^6G|m{W}K2_O1sDW}EvDm)VRu@k3R;O+9l7eO-6B_5TT
zYf@kK6>|ZsvOGVnX8hd!KM-GQ0p+<f&6)8*qqanXK5Iyek_xr>P-s;$vH@$8i_y}6
zX%gpP6J35*(LjFC%~h!MFu=7pmUS0vYb2G)A+ob+R9s?}4Xis0K>M?J-n$%3-|E}{
z26Z-&=I$YPBT<I(A($PVPd;=Uq1wF-l>C**!xziw)TYC-9CC5@9Kgw)S*AZI!)&by
zJQ4ve4s+ZE&4naBUtzOPoW!y!+jK4&&d=(&XamGv*=mmP*#mECaKu5me~hQ=(mgJ&
zQ|Vt?wXdtKA_UJ3YENC+k48+-ms~3*vH{UFasHAg0T+LbJ~GLpJ^ux`#Rn#YoBx4o
zlG_H0-s(Qm(hNoj{5_8pCwOUlw=mBih+z8q(YX9+R{N!<@MV(ZzUEL_z3=cX+==hj
zw`o1#H;&oyMiQaIbeyBvRyQsI2m!AAne6#l!-<*~*Z_bFLb64l5|MQw38%*kLm{fN
z?lf&8B)>`f(G0iU;RLR*6Hltxr=s6T=PLn>us8JZHL7A+H6=wYBaD?`r+5EySRmAV
z(IV40q}tbHxp{g;fuNtAZjmq?Q}{^#S_JvU{^lSjzVElz_10sj>&-!Oq_^Pd57I<I
z#oU}JgsNG<?iS(O^}|CvTo=SnZ~C<{BwVxOfxChn2T2l{hk50}&$P&ZDv$DhU?$z0
zmT`CcA`FBQ9#DO5(BGruAUc<E3~1QGe8Xuvop3>VRp@`I0hJ@MdIC`2&Cv(wHQ>{p
z7qdL{a%2M*ujcr3r~Je72ta@FdEpRQ0|!%$XHD=<YFX~btEE$4m!>>&2EwPHo_xQK
z&I=vOY|IWoiuHIi79*wtd8kl?jAp;7lo?HHi(=oYRa6lBn;|!&^S&-~U}svZmW(g)
z&Xsc@_PtFZvM!nV6dVH)j&m%99-H~bw{xz}PIUiQW>a9;VmzY1VZR54DE7dIlxn+@
z1mfSYJ(6#r)!}q@czN~j#RFxh9Zv#=fT4a;%as5`Df}V{k5mW4ZaF}DJA}w(YaXKi
z?kR0BjzvDWwPR_S()=g?e6?=E-V;o8{6zF}wG%BVQx`|1`&`UVW;Y49$Sh%Np27-*
zzV0(ndLV|!OvFz@0?D<WWD)Yg?N(?`Z(EO`?urVNMR`-9uP3D~k|5KFSPa69ik(v&
zOHyci+x&Bqxd&waXLqYz5+OWUdm{5J>6j*4-pHAYQ$?f=2$E@xC?>L?n)g8WROynE
zbQ$a*O+j3BBF_0=byuZtb*(f(Lrsb-!%TsBR)q7dC@m{-7iE=+s%kD`T9Fpq6T<ck
zXzfN;bi=q)b!IlPl#kl58I=*<CQNpv5v(#icLZJ{ZX_pa`+1ZC`p95utAe~EIv81I
zxi3o1Pgh~%U<<xstfwm22Ju8zd6Y{0i@pA|es|;GqVs$D#9uS&qZR#%(-`9rO$>Wh
zO6=oIp5)48j<GPxLHkF)P=(WX6eP*9SHYahjqL5gOBBU+3M;pkD^HC4{I5*4zA?O+
zBeY^s%b3h*8^;K+q$5OUA3TCe*Lv}k#w?=BiQF&M%f-#yO|N+K)53NLg-HVGgsex(
z%JtMC6J;5Jgx&R;DvPUAf2`fJQQ5r-h52B^2)wnA0tyqE?jgV8Z4<NwTr+ukIF0m?
z!w|r@)h0@A17xyL2pX7CD^pQng=m@HJok4-Am<kUteYdWQryMlL+y|Lyd`t>g7-K0
z&@iV!)4gtT$9@Mgrrr_Er7%H|8_t4atp7`M^@IL_>w}%v!*%0~62g*lDhu0ax8+m{
zOJ*Q0Laha*!YXSw%U-qqu_lkI+JzP8XW2*)Csdm~X?@|`6xlPIr*<yMrOo?o+d}j+
z{kW5bAAKy*nzz7-KT%Q7Y&IQE&hIv_xtF|6Tg6a*62luvLSP}IA}InAkI)_ml5atB
zH~FmUF>2%6)!HLFdrai4$XO;tDv3zDg!wJi9;wq;ey%F#ZiIk1VZ|i0E6e>d76;#g
zeq#pcOQoz8&dT_Uv9~#%Wm){fg8tOtOd*p`S5xC+M%GK^=Of*Y^W`?hAoyy`5;3>;
zG~j1Bmud~w5i^q%akn0Q{GB2C6$N7@`otuj`G;3xA*e3MhAuPgCYV}oW*)O1J_KzL
zI1wv3@g3fJ5((LxGoC~`?QCE6zi;Gcq2D*6WT#tFMk!pc7U3M?R4L`y5uAX)sS?k{
z&Q1Z{1I5}i9-hznb8u_mM@k7ogxViDE|xCEuG=dpqpTsg|A7pPdcd|~?__&1K$kb?
zk3Kvs)_wsdeC{;Nq_wY}ztrw1VKBJ})&g~@hX_k~WZ*?s9C%Rz3DO5$wv<Lg2%YL^
zI;Xo6#$AprEJ&jwA`!+u-;>u$*R}9$Z)1aSIFPl_w>Q?|yddfpa#Lx;^%MdP0QG{Z
z{VG1Ti~AlN6)A1F@=U)W8X}LY>w*iyL5sVPsfFEH?~-94{ww+Du>d3F8T0}~Phia{
zGDV&Ms*QxvLm-tZMRXh7Na;U(*dv12*~=#_y(>aMKG8>_pO#g)9D0yR|8-zZhtNCD
zWbohq_(RKVuGzNt?)GQS7t@kCnOf?zR1e3bEh&X*=|CjO<AqA}47LVGjgR){XI3&_
zJ!-HB034Q}ExG9ZU-O?}qS9~vVVF)*5TqTmFd_{=I^hgRgYO2q9ne{SQs!m{ig5e;
z9fF7oqAhip9q}hUI;{!`A-QwJ6P46qb%7@9XLxv~A3^s3z8Y5Z-1gDV4XvvM{&ry@
zM+s2ko~~aw^liXmag;wOgi@y55$8mmUH)4n7~S2O4C(qSIRtq9Q2U}PbN9Rv8Uz%>
za*Uhtkw!mRHWr^C;ko|1FyltdZl-+;rD1@z+2j0Tli2!+S!CBh%inw1W`xw#se?qO
z@XYh>@n&VN)RbfB7#q-L8+TDkOR4s*PEUPwMEd@V-6b|{H8ial_<H;6yIF`*Mea1U
zAov~H`*^&1JP#uWj4BKr*IQ2Q11aZIB9r}vT#=ilKd!_Mg1L;S@+YYYRoA+HR3~%?
zb-oy@o8t_sI3I~UhmhRgt0ndEw&9^q^g8Ts+~=aQC<n|lvm)={AoidTS(P0T@#?2@
zs61B)ctxccuDIVcYNMklOTP;?y}Ne{n4!a?|1L?y-L&(`Y9h&atTdB}u&AWE)WnXl
zK2Jrt7!hMkKv&nTjP5F-5_U+}W2wEFWN%kGGgrvRas(ew76rJgP(~*DAj($P+JXUA
zc@}WQv2g{@_!X=0J7II>Q3?C9NDAdqz0gucc??h{k-UbxV&WTHqF3z#3Qz?|orQ1G
zh`>Aj9nrSBALB9PuRkqNk#F*Oo^D<j&<jd-BmT(=B41eP@Q&H|Q>(04ij(sS%E(KK
zPH!0sYUASwu-8vgT7@JyV>u9qb-_tz<MG13zuT{RM%GeS7=(kp=43RrtrRe|S)-(g
zb%9hk#;17FjH2DZR}2ZDr9+RYF?Df+_tQTIn$YQspndTS8?%xP1U9J+4it5H#}oIm
z5UglgohTraPBAJW{E2pIlu#YDAYSl*P5-i*^sLEsk|Jr4nTk;K^3}f~HH8q-xX)i>
z@YkS=o9k$Uygi3%`<bI`BU*274|ZOG*WCj^Qh$)QeTx@<B1Vgz)Nk57six_(tL?$l
z9?<8@?pVHg8S!t}9+Lx1%f)qh0sm=VM14;<)!H-gA#`En-fJdQ^q+bXMW(7%C|+eO
z=Eu)~Le6~}>S8yfc08TSp4#x(d3P-U3F`U3iM`*t{K#k?Ejgy9FW=)eo#TB6Z~ZyK
z$Adqg+_CEboNRN%@FzJnYXPS1>)?j{v*#`Mf*-gozYVl>+epTyfLFYcEq5A?1a&V9
z)PEy(L0sRu{f=SY`u6IxjzKIkmW=>4{hpMIw=ppl8~)<xITf3zWVD{&T(Bg&i{rl=
zz0fxo6r2FH2m%U{u}NM4U5mDPyx<8~pU$G$IBE$glOVhMFu|M*L%gAF5mEtJ*L#B;
zRq1}|tIF`NsIuPOcssu;Y~Ga!)w{Nir#mvAw^>*LJ^*aFf_U^{;PoGP(cLi}?7@dW
z@CRLNdiKTRQhZxrx21b{kFbjbU<jn9ckY^a##?o|Uatci1pvcyOo5FWh=&gJ3V;#H
zC|`$Q1Ch!+AaG*7#N}zc1Hku9UH+Zu)zbZP3h)01?`Ki}{Z#YN?+|?UMaXbR0Hd4g
z_r4O6z^!H6_}TlRLxMy@(JktJdrEZ0?I|y+hv-sjqv84VE|H6W1tK_7SxiPz!X4%L
zaePF?H<?KB5xz7Mlokw;O!E|i;s=+9r=m8M6DK?vW^AT%U!cFmdYeT*nfcNwE)->W
zA#4pl6^llk=TF#|FZJ4}Oy)-YnW5>KKMd^nV~Tq2mWU{j^|yxBNtM&V0#%+Kt9}C4
z7aGmkASC@6kB=N2o~Hvg%{9c#AhAHI_C=gdL&J>K;l9z{G)W8uRf)B60j30McC7av
z*KaGZrMk3Y9N<2F+PH*~<|SECbwp*Q+X%4YoG8N5v9B3DQf3%@Gw&^x+afdgs9n3U
zHAs;%S3jR(^T+{)HOuEC?^fTE?=4?*@$#b>_<xl_xu1L7p{1CWN@>GLZwjDe1~3oe
z;^;Cjtu_-6j8tZ1dVOA{w8Rqz5Vt&HH;_Z-ZgA|&-SVtV;T<kbr&ligt(eTHufeI+
zSTBW7h$tbC07e6G&#F>EQ*Er?1^My`AsKPikY2>+!e<8Hd<nJgS2+vQKW#&h9%RrU
z2CqXZ7$)YCM=CfSF~IdsE+5(#u{zkAp^|rx@9sN@2qpJ6Xg%Hr<XEurt-p6Wd+sFP
zY4=$uA=<t$%PT_vk=c6p;JYPr3_4lnYia9pi(f@1nKZIuH1nQ+CckXXDI7GzR&1JC
zPaot)cpYDT;g3IE07PfMm_`fn$t_(yl6SePwutLobS_7`$Dlc3NfUNPo{4oaVwhlg
zv!5L8_zwLn9MPE5`+Fzw{4hwUQy}d4z9vKn)15pG(?!&uTQ-jqVH;Ng8?@*xM>h`Y
zjEnttzJ6FFGf3vv57@g_k@XnNH|z<ujC)s4{e1kmBpI}~O3FPn--m9F5Y>q&+A?Ov
z<w9)qvoFhR846O%Wk8&l$uLiEf<q2-_-v}?^e{$d#6lTOZ(2q+$v7CSoF%DT?);&~
zPLhE|kH+Ll=4L9CMd@gvfJ9N0x>qNeWB^i*6SYPE%TDIE8EaXoOi!}#Xi`y9iZIG3
z;o66---83)!du7wHcD(dVVhV+Oz$ralOZ$1w@DS_A@Bt)CLTm9NrX=>sSGS&D|uRx
z&vVD7g_@7=em)G4geoRSnnTa*vSwKh)0|n+S<?mV{mR*)FeXH}w;Y>+aFOB8h@SEQ
zgDJ;qiX?{inQnsKX|D)J+@@d}N#rk0^D=$bcI|P)fxOukK4P6^MpFhp<e`Zi7F7lJ
zb7HjixZ6v0G)~8Y?`Z-LD}(NA>Pg2MfIE{xZYN2)EZJRkXN`gc!=gEMV)d^v2c_Le
zG)SgW<<~X~hc*G2P#29GU(#uNW>x>AaSo?8net~7)nFb;5?xxkiX9@}Vpc_K=vHe^
zdHHY_10mzgjIv_7enRG$qFpM7=JnPB5h*uEgPcFM>Lc@&uiz*6jn%JWQQ|1hOwW2n
zMiPEGq@P*ktn{@zScy?v^?QNAVWBKUEM+OgRquaizQKH*_O<a+MAd%IMorIfrGQ2<
zgW<JIF#sCJ2Gzp4nw?}uQZ@HjEq_O8K+}qx71$HKFi0^#$blfzI3^v9CF>27NC%H=
zF5rJOYC&KFvc}k{BN*K@lRO{xWw%XMR%*YjjbWYHnUcHR@lhOoUljQO2T1b2{84Ar
zG`$|9{Zwg+y?cD8uS2u)E55&(IVBw0Srk%fF-`OB*zJ;wWT05Jqz8dDp^47DWD8R&
zQ@)fz{6rFkEhlO6K)Qy9Ca16{QBsLMDo&B*(5|?|Fq3eoKBVMqZ&&7fN)a$e)+*9c
z5X*RD+7R~25$`=$$mk!tH|@N%tWO<heMM22!j8ge+9)`}EafZ-1gwfENvOMWNBYs_
z4q`KNiYW?=d{o0P0n&s3;f03|`Re@9PhT{U8*x%cT~XKLQw?hY$X37wJru&WP!q$)
z^4fbt+IO6Sq;E~EPJ@fyX>5HRRqJT2y)jyn;6kM3({C1HCEj~l@tR$b?3vS;iLvW2
zed`;}s6sFqB7<a)i{V?U{vKrAM@ekm^+__qg|05NzAi~({LL5$j358LA~?=$xwEK9
zSrV6Gd7TK^@>M3K?kA<LV*&s%7ZIL-TU(6E(LBxF=JvXcMBbNNG3mW`U)L*qX_#PG
zB!)M^hb{IbhzuFH1<$yP0K!9$-j|`Iw?^|-5NJ|GlSlX>N;<^SM<I9S<PL;)98DaU
z7|=6;pRJO$lwc5e?3de!m<)Nmkh|4PZ+e`bP!@=x?Sf0R(|K4AJ_S#yM!V=i-9~r<
zPQ=YRCJU#oxa)Se9}P&9&29Jf-ipQt^k&UIoAueN=Ph*lL3)NA+$Yz+0-<I2E)QSO
zMrn~rd=K-w2z4)HQ_^MwJU^gI+7SOki4d#n8eaO*ynJ}POV0qq7|PIa`f<=^SJZ-K
zwaB|#gx6KYM6xr(h+$7e$Lq)5MM=HunE{jCXs`qN1pB~o%j=ec#J7#3a01h$!J*V;
zV10}!@62TOXL%i^ND?JGGWGUdvu!1^0=B{NdM|iUXa);HfzM-#Go8&t%n@9KJ_;|W
z{^rs?GnIuQHe*#a)^yItEP<5ut!?dXk}y-0>ev#cy^cDCjS8C{%3pXSMpha&!bjMS
zUhdcEA^t*a84Mv_P9#k3lnm|GRzqu!luOVB=bMYT?vew?NJZ4@CJ$88BFGq_+y`7f
zu13ZsyTSR`sKZB&@X%1k7!DQ&zlvDpb?Y5Q=#x|`*$V)?I3%*w-FM|(EBl%F!2&9e
z+BaI`M5Z@dk}s+U8Oav%Vj#4tHi!8n1ghLF=QtI6x{zkA9}Vh?PYAj1*4ljMqX;$-
zrWv^P*Xl~$)Otu(;q;u_wJb4g97{uQRp8_O#_j_Sb4auOrR7;)Z$4uQogGnxN?@^N
zd63;kd)YD2MR+zGZGi9y3Y_-4-Nq9O!kp(7f3i%`FMT)6i!7J%+pFP>%Vb8Wo+Pcu
ziTly#Pnk^B<^w#ZFGzG7@f9re1dXINcS0Fhag`8rN~Io$F!H0f_~!oDm+(*Osj$3l
zYphLh8aTC?=dTosgrr(Sl9T}YZnD33u&kqD@W)H-P0$-IrVfQzG}6jzqfkD|gByl&
zD|mty?<};C&g7h=v5}xwDDvEPUhU9xr5`$@B!P=xK8qPiDO_C40=mKii<SCQLvfdU
zzJNhkflE&}VZ-ZP4q}a?MM>E6298-OtQt-g!tbNCgteho;Ortr4UTF@V$^`YZMQyi
z<K?;hdcZQW&-a_X#t&X4pErOfNyHn#nKu18JEa5?X42&R-pSA2mJI3Y;{(@DCf>dt
zTYEo0h~VM8-NZ!*wq3iNTt2@9DyWtBm*=qI*gRGCy9GfFJCup4ej4KrvzZDe=r|ED
z9?|M1FK39PCVr#t1Xu|sPi@V5@oV~hH=3|z^6&<AtL?%))1WY`EyDh$R>aR-%t;cc
zw(M2{aeUxd_rTXF<%ABFyBV1thkHSp5U-@+cU>RQg2+&=5?{%ngTipVubmpWm-x!u
z6j%67XO%xGYF6i2?UV&N_Z~1kj+mcp9FlYEV_84mRrm5qQESrrTes+z$`JFZ_RbR{
zKxW2o6{v1Kh?Vj%G`falhVZojQvs{i4y$rMs#aTIu>v?(5@5yXwY~B3qKf~y5I1T5
zgc*j%XcZ*zAIOF~Fm)viIdn0nibjCn=OZT_7lTYfEus53N(s2Zmkoq3eej_62a$t<
zfZPgSjQ@!Dq&!4cP|3_j@uQKLBxV15mj1`LI*KF$xvUiluOt<mmvqgn#!QvoS<Bg&
z>+-jbNFy$Q>#zsz1qxeeQ#_F=$#lU{VOk-~ZK9999j89-IXF0{D^K_D9(_J&dQ*x=
z{_eCR@xZ2M{D3g57n2GQxN1?K2Tspus}prO6v4Wi5a0$Fjw2%~5Kj6XM3G@iGnXza
z+)7NC-+H4y*|i9E5D}ad1i8Y~xYlGdo`!fSHUfFF$xNAzbu&R*)}D5R?fXUfj}F%^
zn*V{gO&^c{1HIQgTE2ua6*V9HkQ>5AL)!;h#E*V=F!3}ypc6P7palO9l*jNCe^7I2
z@pEceH2#IQvbtjE$KeXV;g?!W{PQjU_>i(}d3*cCZ?MgLF>)c+^4#z%^wlC(+x1ZB
zU-Xys3jgb00hI><4Wa&QpEc0Ml0VBU|2REcY}7mnt5pX^00wmJ7Y%NgkxHTX^Ws=_
zo14ytbb;dE-fd5Jp^cc5Pq&Ner^P)vVFUJPhYdf2<UT~G03cLG<{?Cp)}d5;BZDuA
zlJY-c1_<D(gU~SR96kdRB>fPTGxOf2Gt!EI<jTb2m$y#OZ+LX;b<^lhRu}FZsz}nC
zSaiG9wOdt>wulNWDh*;3p(iL^d94GZ@=EWnoL>NgEe!+Rw{$d*%dOEsA~-h?;0&)(
z!I7z#4H_#KYn)9nEcoKm7aoAPhu+_SD^h9INJLtU{Cio_eAzwH!P%!dcql%^MiV+&
zuC5%(SIQD($7`*k`F6{aK?aqpBp&W;>1jb(#?;VPfhbqvrRb;oLNTZx4ciU6WW+^L
zL^l`k_BLqWXzk-hi)`^Gr;;8rJ->+SP5$-5#?Sj?my)untfxuFW4;{eJ_nPaL}_Rz
z?QmxJ=s|C+sU4-N?shU<B8Ab0lV>?nfQv>a&}x2}OiaI~X@nXvs@a(JanH$(Mfsx?
zG|5|_magOD4?HQ#K<zRhX*!$lExO%q`yDB;5Lrv1tWuZ3%%kE%%-0XhrG$jOb0mJD
zfh%9XE~>m^%*OgEndVsCt(@(!2i-#%*TCLM^5*i%Hs79|u(fr0T~(9N5>KTgIZ~1>
zB*|-~ob?TcUz`ttFWNq<JUGFDICvgnvHGNqxpfd2X{?!<v7ZW${7l<#CKEGL%!z{+
z1ST0zh2XdcY8Co&t4uU*mgLWTK}<;*uSw^({PFmmOr6S9n*mFy2~ZSgT}C#m(4C8p
zm;IDrBfU7?-W+lLB#Je#N9>jVF^N=yOYobW0{xDn)NFe~YI$46s>0DTdy^cvqpAo#
zoRCtnTw?i)9p@$u%kb!DI$vq4R?}|kdn5IfRW|fgM*WB{<rBQtt{A2sO3hPnhmxCU
z^;%g0DpsjTFvTynJc==2=4AT4{_h!G8|Wg|gPVItCkLAyP04&5XU$5VRHkEaB~i`o
z?NiiVs#NtQtXqk<<RLEEZ;85{Asarjyf7=X>q3^7kBUS(rs$&Z>83<)cU^mxZ}X|I
z-V9aXH3(~St41c$>tXs~@P*85OZ2<FmZsFpnB)-`cZ&Q_#-0Gjj7-|y1&0w9m-BXW
zN+PfuUbb7m)@^?(zEsouN=)4K;4(#e9+~e|EM={ducX56%L0%!;e{EXz~Y2ls`q{_
zl%H~6cb5~_@e!o*D3TI-Xh9IQUglE139u_AC_RB;7GJN3+%fa+KAPx2lHJdYcj^{C
z0Ceu?yNf^G_p&#pT6w#;S%Z!aAKCO0^y0ObH6I;<3Y1SQ7qmE1)C*Y++Z@#E<*dra
zrBt=jwd$oJZzXt&vS&XH;HZR;BpDBS{+htR#6&4BCJZw*Sb|1i_aGC#hK0mZEITxJ
zP+wj~!_g=gZBfrlJ@ik68a0sVht_k>bZ_9<t_9zZmRF;8JwBVnPG$tNT1L4_C@5!n
z5|@=VbZqh)ETSNERsWr(V`G+wW`wND_E^t-ha&t6LY$cB_!~MVv!aQUDul=B^pTYm
zG?9t=rGa-Kd=q6o$k*W@v&68C$cA-TCNi4g!)QoBxy*5q^g;Kh!Pg)@)P^rZeDl%G
zF-g=Nzw<sdaCWRmO=_JO5af|$VpUh@W0+$qA4Vzs%;*|umBRof=!%1p$V7zr?57XQ
z6w{glcNJOP*$vy~pT9Impd&>72<?dQIYL5cYvU5pAfubqZJ+m0k|I<P7j?M^4+6Lp
zphdhYA-eE@S+y8j3__zU-8_Snbd(7U?6;j$Y@f0pw`~)s8@a(aE*Cf3#Au*2kb%!v
zMK7(js5ZR4+sBu7X>x<KybghAkSdHF-}~<K@}L0Cums^ZHH6>=Yz<~O?b~VJ(_`;Q
z0Cc@Mc6hOiJDk4W?owqGI4zrD^E%a<kL^MxA@x<qDberj75C?R-_0J#;eMm4toQw2
z(?!g=1wW3f;*f$s{tjbKeD9VnawODEG9iG98QfVUMZTIvL5LuXP9H&6h~x|GQc$v0
zz>$)y@80?q7I52UBmgRC7_&K`Wsb$Tx`FG_1^Z+)65vZ>qi>(Vm?hdTX7d3snCT2U
zJ<!hLf*Y|Q<eP+7^Vrf?K#9gLqb12CIG^yo5Q%*O%p3V!H8oyUFc8KJCe*s~4q-!d
z7dUZy&c^VtAZ2b}M@z~v7T3}+b*3N(tq(Gy*D8pFlQXL%jBi>Ay6shxjyg@vXDtT+
zMJg(vT=Qv_BpZU2dEdXYO6dP9M;Wlnt&7L#qcdY8N(im|>04z>L{`<dA6fu(K*+~t
z=g$SzbFx{azDj`RM;Dw2^s5ry{8?kfByg0y*iBmbg$SCz1Q3{!plo!OCQG{SIe#<=
z5x~vMp9Xq4JOaY!IgwDKknSds8S6AE9QM<IO^3g6=a<tI9-JzDbR`<&8yR&hJbaN~
zyl4Q<;YaWPkSiVX3h#VQaodJ9HlG#^w<Bq>&=AxAH!dXw=^~V5_wmx0m>2;Ym3Q|8
zUq`BPCeoC$v8+$x=FxqSNYW^NJ9t<Ecd7k9kiqBXI(ieLUA$p~{IN0JS_#VaABT_q
zj_ui;XQIbKmDz%>V12@wBu9bug<fh9(w5IaQu;La*8KBkA=sAs=~+<L!Xl5z4mkTX
zw`(l!=QjV&Gn0ZY2w!YI01FvHU1>zY2Xs@_?oYVqqd38lBV$OBCAS={%xMJuf5pW;
z4Iwx}Uqr%M?)qfv+O7bCJe=BCX%T|Mrx<5hkmULBctI8x0&)EN(&;UmolbXsFI%7R
zMw~Y2!Dql+FN-QVP=%u<b*n6mFnc+5ef1_Zq^?2m_3A*U<2i+pZlKy*D&4=LPEaf?
zfhwP~r&s+_SMIm5Gx-#qEW$;Lrn>MGBJ#q4VwO}{^~~f1q}#a)Iuc&pVv|!yDsoPR
zl@*8SOHWC@ngOGctng1>S><xzNLzSStvttI3snF$Yooc6hrN!EB8F-4gUjCOCVT?D
z$7%`rtW+UlaK6Ydhan^}w=uxS67_?6T<mjdD%}V)_RY!6h&%%CFJ@*eqMdm#vM3J5
z7N7Rnuj^zB-{>5-=1qrcUjs?{=B$tGJCRBD_-&f%1$qilMWr-KF|%<;<xgrfy{z0Z
z&}Nvs=1UE~6m&+KQ!!90GuCSy#?OgWoP#eK{X5+X4g0y~tHIQVyZ0J5r9oLy6y)QP
z5EVFL);9?>qc^?2{Mj*`F*5_np5yKkGVXv0AfnewV8u13gz>urzLV63GB#E_f8Gnj
zLcSEvAH(c0e`l{pSrX16DWT)TmPYH4-;h(Yx@pl)-yUvtjLlV-kAL0b3t3dx1Vj;1
zhl+J3=%P9NWuE<foUowocjS{$>4f*~>&LqoP~9}rKj%LDn>{7;$^(_c-0(Bm2q?~Q
z6orNP7nkdpq`+Ht!OzcI*bQ}mLf58OB-6R&9Nx&IBN;p{{ZqhB&C@36|Gji9-w^%s
z#r(%r5%1IV#Og{k6|2t|^Kn7xdid$py=<>)cMBaVW6|p_<*TOk(nRwF+ya_=-Z-RD
zUPYgvEqdP4z^g#=_rb1x@d%xy0x}nO`Bic<fBwYelvCkRJ(~{a0hCEsi|6mFZQp9z
zNLhd(`2#vExPjK~W}8A5$$YKT&%7AT9Pc}%1~nDg$ad>bafz~Sn|Alb&CLvi&XB5$
z1`ymnb`vTYm>B=f!<G%k814OK7tJO_uPU{&-t)s`TE<f6_4bYJ@IUqr0J`e%Go5>Q
ztM$=b<h+iQj|OcRFcP8rYj&TX1+&Ht4X%?50DH{T-lz3!dO2;^h*7=8$D1lkD;*>P
zRB_l-^c~@%xR&mPoQw`|9n9$Nr7Q1zillK7AD92xd^-yNW^4tB8vsdoWIG?{$O}%+
z%CXEkz^bRY`Z!?mx{FyIH|?fxVPIR=(yf%Lrrn(ZAPz^R1domj`N+x1yto|r78O%-
zt&@!Xx?5IIdo{OGnY}hLdH6+;-8{JIx%2a%a%|mGyeM|mu6EjYpPMfkzAx?ET@|P%
z@mGC+$lR1k2`&pICIjQ1omYu8W&a;vZxz&5!-i`IcXudSoIr7h;v~U?6nBT>Efk8o
z76}f;g1Z)Li@R%~P^7q*;!xgyeY5|QeX?iB5tE6nN!EJq=f1AtqqTd|Ro|iH7WnA>
zEhA}7ENDx>sMXiRc{mcxkNb6;PUdIwy?e`RmW(oaFL%qGZ#|~pOBkw;q)v+F8QP9^
zrU#CQl>7w)MAU~oX|1c`LRuWK`x<tu)W<60G%bElX0xO-%PTl9pf_g~6Gz8{2$+On
z7c(iKuzrn7nD`K1EfKkMHJZ&If~Zt##8H4PK$$}zgwO!7nc-&1s7J!<<7G2D3Vm5T
z)tR6ey-65{&v3an$Cls6N_m{T)|st2rz3$pP3N6G;l7-Zd5x?QGt&_AmO$tM6}-Uq
zyqQDUS<+-K;wq?wv`<Iyt-D%ha1yY~^g+S4dvU6;EL+r!UJ#k>7BQn+RikFh>jGc5
zka%9S_!3<u8(u<sFb%(BQ`O|DtXx!$S}ZQMCklb<jRDux`$d9tJV&MDix{L_yLDSa
z*zXF!{xgp~ciCp=<|883K|09|fIms2ge_pW<Uf#&Y^8renGh+$r=PKB#@X55Xij*f
zq=@2bjJ~q}B7H%lxHz3xp3GLGvbruWp$cxV#%wK3b@S;F{x7?;w7`O=%*?@3-*Bfz
zos3@^w=(eMAYj)l0+02hU#aPSp15hY+krRLjH4*OMteAVbPenZS{AI%l<lga`HEXz
z#VJmu(9rE1UhFtQiqKsQI!*tvOygvD)9BoJSb0j3ZH0%!@bZvIH}LJu1ot79${z{c
zIK8Iqzm<BGmZd`E6x^oQG~B4xuw*2&TyAOaCsxlv8oyYXeviV<ugQ*EA;Qe{5`W%Z
zchwNBrYtHrWYgmw0m!SYfewjM+HTF_c$`daAu%UzJ>)i7h#^hdYMJrpF@<+Y5w-uy
zu3O3M-^=J~m%+kOyZt>rKk~GYb1TMEp0v`2Kwk6nNJ=DFjj>cExrP-CP-Uzpz7Q$U
zzWq%bmd-wouk!6%N_y)}bJh1R7H|GZ4{|jyq-^Qa6A$w2;RvTyJC`n4>2lPh@X6O=
zXa1PTDn_WC?v5)grn5LWwiG@psSDY$7tyG96p~kR<Dzq7U~)Bu6AzH$2lE>{F={;z
zZ#Y9;3`iDV8Qx{5XYvv$NdgRh7p1<^`m=UQHc96sXsC;N0$-^!=|aR<k&ePFlP1eU
z2sV?c#EZ}Dl*C2CC7}*f_{#Mj0Yfv}>1?-4zsHw{fXX1TJTVTf;u=36+TUv=3qVzc
z4TiQ&UvJTnPCm)s`CorTCsk#3`wwJrU8dgJNa*`k1Z)53Hq4>(^Yd;C9vfR$NZPL+
zr?1mKUgj}Au<xbm@#-y=<idlPofYNast>qqdwf<jWC&CUJhE;;Ww@Fz)cT*zRfH9_
zX<NDm+q)m>u)Z!@V;r_U%^Wx$em%kr#<U9sWgShoI9T||kd+QdmL1hOtT`en=C3l5
zI0!PMIQ`_7iF6GKE4)lCFmd$QPCHCnHw(d5BaONp>{$2RqXspszUo`GGdsSl`f4`y
zvvgFtV5c9u>8Q^UFd<pt6v9o6ZjiH6ouXY07qwpWD#n2~o2FIr(NA?-Y;+H*uN-HK
z+73>_#}K8Jih{sSKRkwcR5xwn_B)j!7kAr$_wwfQIZ*7M)Sy*@r1DabfyT3QdQ1n=
z%DPN+HqZVHJiM88l|o(xMqJ&z^XgmHFh=|bB30`D=kZDqmRJU3mD<zP2ic@gV64~e
zk9_;Q_iHBEjfg++nH^7<`EzqY2FB;8BENa+UQc|&Z|@mnpo04_*|FA4Nuy5oF@rdT
zIeEI$%L)u*kyu>xW)q#Dk0PIJeBz7S-@pzq*!)O23e)GTvDK!LI*apJI87ADQEt~I
zPB{5^qL}hS{=pE6sEWwk3ug-m$4E};yruAhE}Qm*G36!4w!S{kho(7DRws_np6Mc@
z%=H=u+tpkX;Ag@ad)HaRW$sco;~?C=@$#+9b_@NRYZG4Kg|8xqZzY2c$bN46QK+}Z
zw#QvY&Ts3dmNAvwI@^;^l&A5hnajcFxUhvDO~?nzr?V>OGfH_?^*K}3KvE(2pjj?U
zP(wluF!-p+>6kaz1b|04Fwz@<)&xg{+9E+9%Vdz_)-?rQc2=s1KoA4RVb8Hcl)bHb
za}onqpt%bsM};eYN*(XJxmLbF*m7Oe<e$HikH6a_tB+;_*$21;>XLOP{sW0}agzwX
z6GU_f2_y|V86UFpa!q98K{zWur=}(=u;uO489%fgEd|3IN+<_Q>k3d(1m@B)Ft&BI
z%LS1cD1u-qqiGK>wVPPI?^biL6jcrO96$^zh*VRrgxeJ|lkOtzV5Eo;;I9Xh@;5^*
zWdx&RdsMM4nfImuHL!vVEnPtf#r*{81@BMRsL&40anzvl?D}lHFFtiyRg@!QVSV$w
zXw9X1$WkV#Vj(#&Y`h5?Grcn40%Q;A@x`?WBrisaz$XU@rVPC%<zA4<AA+7FlSrHN
zb~bD7N+T#YqhC2Z$Mgyhkq$aEwph{rSgx(~K4Ha=N~56^g`dv_=n>#(=(FyjSBA0*
zwvMT{;-Q|bevbL_D{AXZ+-PKLYc9S7%|n>7K*GaavX`#g8#KUA+pJ*(-ZA1Xs{q}2
z@21(IqOmC|7akN@%afFinRS0q^|O9&`AX>M)yMRKFg)6-UP>H}%#Sn_fiIoeDw%Ho
zJoGK3N`2k{3`|(s7s{W|g^Sk0EB^(*(om1v`~&QGkr)7Q_Ui*`mibaG{QFK$NxIj(
zRwOC7aHA{+|11_Hu{=#+Hm!7G2+U9b92ZZ>7+vqfEy%2l<?<9%fQ>}u;EzkuXJvR6
z@WNicK8r~Rvq~wAniBIo1F8^UYvv<}Hjo8*Gqi?AJ6lFi7H@a~&uaZgAH-V8R*9If
z#OyX^n@fp$&roLFjFc(9692{9;|RE*6-yfCj*>$7CksU~baW*W!M=&TJ*6<}FU$KR
z1VEX=;#1ebOcVC^+S8zeGODc7rC1s8aYPC*ccfNE5B0`1n|g4g+ns!}njkFNj%1F<
zlziB_xQwIy<*V)|SybEhvy5YOuFzV9fC$9j79Oa0j6&2uprm7yyj2_c&%H&v#2}FO
z@6Yi(8HgoBmf-%BJghL8)y{F(6uc+)J6E1aKh(4BCfLL~UUz<~!Y~sMBaVw<XYzWJ
zuR&lM9k=cnwW&@7*yuWkY7U=J&1{rN(PSS~!Q}^^#q`rHyab8W>?^WjH71HCdhqDA
z-R)P!uD+U2WuaEP*pAXfH*4_fLSK*xTB^X^glL>mh8{F3-0A;~E2@$RTlsR6KAtzF
znK|CNr^J9#;q<T{AoCM6^!VIFkvXaOr@4bYdM=mBEOsujQy!N9rgydxFhRRyl`&W>
zZ(wo3H~&|W<FDVTr$`Cv1s$uC!{l7Q7G|J0hzaqzscV!Ma&+a#D=MLp5jXtMxRr4e
zHgi`C*<R%O;G^5qI4MFO2QfGlO6dMY2$ePQ@saIL`8k!w6fBr5Wi7_(pyi#=d*!j?
zcJ$yDR*EZ$-^*n?QNXX}g)NrJ%R^w#q)wX&?h{{kfC)H<!5mn!sBWBQa*g+edrC=7
z*N5}BrR{qJzDO;;B^F^_1*g%hiDgeUnas{SiNc59zR}S+!Jsnc+D$dBXh5}unW#UQ
z9x-hCSP+b#!nqv1yn<^dJ#bt{$zWzbA~{jY!qzZ9-d}TwDBaI54!JJYuj%!tVM8Fa
zC~j}g<C`?BrP*@W*F`PKi(F{e*m%!HrmG~4RC(EieVQpvQ7LuV0Hi%m^;{2m+2B1u
zu!jASh}<nxPbf{+PHm0oiq;#3GPU+$d5{c)g6pR30i0)^{EPRpci3``wudj%L5PU#
ztP82iQQ2~m0q3zqWizFo;#~}9(qS*sQM7)?K1)40>5q`@^KD<Z10Ov$rY@BX(O-2p
zIyKJQ1W~Peq-Qtn3od`}vh1}dmH<RB9&6fMYMGy5QOKn`c9BLrNhKKLv72{&YG#Bf
zB-w75JT>*fyZPxE^TLj|oUF*Z@OtcYa7Nz6b!&OD)0dT4W$D`OE@p)J#EM(ZO@iQ`
zZ?CphoRUC~uh}}AA<)M`7hu^@Ajiw4SC?gKE3F;E?K7PH1qA|DD%;5T3@Ta%^s`6L
zJ5`pxP7O1aIquP_aw0_izm{Z;OE9WE=Ce_#N<Vk1$Q-|9j6w)7B2Yl7Fbb2k^e*)t
z^d)4BnX~3Pb+X?Z)6FrCQ6ESPb~an!+oWV_K6O>sEx8hp6%q{mRnA)ufk5D~ygy+e
zc1s5~_3Wr$KS5Z!(0suhF9%3gr8ntBhb{64N$r|YS393gj+Km{HLG<64AnKK0|L-_
zK&Pc4dIWj3l&^deZ7@kWaAakl&3PJPlxUfE_Xy3L1n?=l2q&D0slZg~_o~9J1Q?%M
z!W2m<QNAQNhvA{pbq#lX{qu{<Oy-^B8}N7mi?hiJv)4j8Uf5J7-+)xOO`v!Z$1GF`
z3e=#_j#$&7Z(6wwuzoN_GN0R#e#T&#ReG=dGB|&wI0~<fPr_#QU0-(mo&Q~*jc8p?
zaq5Q@UCj<5w1zBj(LY;GNrTMyTpZbc{Y+i-we>}GrYi-3e8~i}O2q!x?xxnge0X%<
zJF$&dxuZ5TbyAI*LHE?j56J;TC2CPptK@bUueR<7GhT=Cn|6A&)&~%IE_j3us2kNB
zoZ4yFj(?Tp{SQ<&tjhNv=r19Ow{`H|LqJMkzyz_6(Xfi7IKfDdM>IfM>N?!~w3`#W
zezh@o_<BD!=(j)5li`*3C6Ud4py;FHYR^qgnS_ww2cDRX%wPLxS5Lo<Nl`re504M&
zUih@hBxJhZ|0D@I|E8Jv-g2e;_y5)Ps6EszfPQ5``FV2d68`-psqxIE;ln6xYwR!3
z4%QM+o`>vtjlAK?##`B-j&p{{|3I=sku|l-m^WD?T*(T_4JFn2MA<gwezI6<{YEC?
z=MVB`saI3vAG=tXf6;L(-H(m31Lucg*lAqe<S0yd%p5V_qZ*sa4xT08_x!6NtFgVp
zJ7zW6Lq_0-HN#)%p>WJ=m86&QzTvY6t>|CI3tm~gBqqmUx!K*={rzH)9%Go@R)|7X
zJ+=BK&7d{$JAS1z`sLKm?*!{qZ=86zYX<CVS(A0OG-H)2NPkNYPBzQ*@wPX*W))Fh
znlaDPra1PU$)3D1WjTK<zWQwJy^BAlhr>1R5zH&Sa!x<|vap>M`FT!XS)PY$Qnc6_
zrU>dkJ50{>?PA#DeG#Xsa$zjM3G1({%@i<}Qs#<(RJMXi(nDFEto?gEr@ZaI>eowX
zjE^EeI(I*^WPH4~P2u)A48OM>Hysps3k+!`e_;Jx)46hBtj2)!bCc4C=C91Bx_fYN
z;cD-p&`JB=I%#R9b840$Q$yS;D-g*&x#@O`1zBf_6c*46Nxi(gbm2i@ba8a7uhT9n
z6J`%mbS$R+`R#2QBw+Gq{h-TY|Lw5gw^5x;vw0s5a%S!ded!P=H`FMrVITk;fk=0;
zY-04JJCwml-qQU;Qw?Dyhb3n_PkwJ}oj?g~F8ssVNb=#IOdnZ3X{r7+c-t~H)`@LB
z+Oe=)dIobdW_I%M6h2qP9;Mf0imdZT97@&VD7b&kkmGnCKIH0V&WV{|yX8S;S2}k1
zKo_Pagqo(SgJ?f3uVe+OvC`nArVV6#U8$!#`iO^9jz}6OD7y*91%7KxkZv7CYOKU=
zdJmsH7rZ+y5+{PDTq~smXrQcZnYpW?nf8I|E*v)ElMtEOKqK4^m;;}&+nHbyR82zE
zjle!6ipScG4c`L~i}JQ!E_>k$%Kq`l-<BM&&b9+ebmvW~2pVn|!k(W#w8zpqc}0?1
z%Js7mufWY7Zm<@MX30xWT-=(O<xR>5WlgIc73<&#thXXXkg8&CO*mcs<-fL`^HY=M
z;m{C8`%uwz(w*t0ag2ov5RRZV)g!rlrbsnd`g_J9IQ9!oIm4CTYWhpcJ_7|^R&X}%
zE$+%Hy&jbJ+?jmpU2Ec}U{}IF%Myke>)@UBf1(@t3i@T!!K3GAHtV#+3IZD$Mv^w{
z=~8?Df#^5~r-icTKPQ8wJ1)5v<k3e`z+r%3V}IaG>cdc6kXWJ~7c4i{pr+=<rXHU$
zwl)*8SVsY3EssCo;-b<CMtrAqf6cfg%#0f1)$w)BfH3vtIqUjvhF)iUZCw5a{Go&W
z>}+?t=QUo&^|uQU^zHrARtH9|`$sr-RhW?L9sI-gSTz(pB?of0`1T7ZDXc)gFn(TI
z`{0fri^G2E@>mG4+4}dTCCrOy(pG5Ej+cXSdP0;}2mJm8ne?+H%RA9}_C0OKVTO0|
z5kouxOn&9{6c~ZoetrGa(GNO9TgJxLptXOiLYjR<`;~;3i>c%O*o{frlob`SvA#|^
zZ19Deg;+U}$2*5*m!344!zY{&s_KZSa$ZQCI7s2&^ZgN#>)zF#w0np{>S3y*l~Uml
zB9BhNZ3H9ps2?b06}LuVb)vUfd@Ag=^A0l;<lG~Me5}eAgn_kK3O5fRBtO0i=kjT(
zR(q$Wt3S3>T5Sj>DwUGQhYfORziONI9D8{h>WR0E0$`f8g0_t7UvqJb?Vhih0Pq0n
zi)F}&7~iSykEd@0#J%g`!=6op6B|^nald;%sE=-Z)#q}_e}6s12UwPXmWEoRq=jnW
zz5jU>h}vT@hVFdVy~Y*iYY0E)m{!8E2styacimEZd@s6!g@e6~(?ngtCvpvy=<gOl
zTRDaj<=?D8ixRPN>Wf1wlKT9)Qfb9v#~FZE#}pR>H1Fa@)z%LGM1_E?9(wYzd;sDq
z6B%&qcI+NBM1^2}?%IqiBB;H8dq4OCXu?s#pgS`Dek?Wr%T@jZK^!4~X@{i(LjT7x
z8D~Zj74!B^o&ptTN8%qK>#+zn4-#->Dtm5Y!ERSPb|<Po+<0#Zq5aVNA_vF(WBz`;
zA6qGFqvXfHpyVD}c4|bT=5MV$a%9A|^N0wKi^i&RC?E*3Dq`|Ivz`In5NjvnE%BXE
zTDjg9v$E!6eX2(YGZDB2zNHMK4N#8kXS>BQu0XVXd5zr-giRj^`E{K&uwQ-b__;aO
z$jo}Wf4oJ2gLY&+qe#%0x3?8v1(@fb8FcK?<gg;tA?ODTIIY--muz1OLUe%gX8T8`
z5nvGPAaRSYV~D-^jN71mNwTeyNzip`vXlTo>g8<})KZN{A1@{svFYL;F0QP5PznL=
zQxwO?NQu?Ib|u77+97Ihw)EtI(2Y>`z*3PII{zCde_EG0#j>eaq`+}u^vKTa)GmAw
z%$m;}iWV@q-OC!ySntDTQ;^vEc)FJ!db`o?x4LFPiaG0n(-0r~Q7d!#GCl+|+_1w+
z(8>4<18T)(E{eyO02A0;ueG84+Lu=rc|d-HRv>iTNlVgkxiK7F%UmRdLi~ZoqisUt
z+UVB7Ut50TQ^7Gl4jsq(aO^|Bf_MQ6;DmS9HtvnC{u{^Nk7B0*O~<^5WyX3>ynsAF
z`}@0op8%U~W9#}(c`iTXscXy1S-g*qTm8-xI|Csy)h*jF1AOwNAtD{O%G)7VbQ*mm
zFpI&@NOC>kUh8D((z5&$Re<?PfEmjR>l@jVC^GbdzK6vS<g`JCKkDXQ&vzzUk7Y03
zzk-+y8JX;=DN1f6-Huc1xV%F9^PA}8j?toI5ElX-?jsPxSB#ZjS)FxCOI$9NqjEWU
zBq@Djyh;KlKVI&t0u!$(QuXYZt#iH^vf{LeptF>6qy4cZkO2J$+GQ(MH~K_}?d6KH
ze)sUT>rN4XPs`4m^-#Gy*KfWg0m+klu=SW<auokc;!UMlKiM)xW3UUz=TaI_%LZdW
zb9u?^c)4-$(glEXMDkotE><d%a1&MbI;A66tUR3CPCZ2g>w`C3yLc-*)C1ySIE;H#
z&0x+O#)Ds#Wv{<ksg6u9aMHtrCvvebr6yMeUX~d%?4Yfru^~alV8xZh^FX@X%PmGh
ze#^u^WG}cR8`i!d(N*z&aU~Y7PbN%0vk&uk+_As1h+L4!Rn=|*d~dm|O_lp>ap4*W
zWNoMc9H!BmK*Cu$ZZsMw@iw@2!uPxJI_={?tQm8;9A4=-)VSY>$7D3e2gK&k%ofY+
z^g~qzxdVZUxio)a0Qm}i3J9bpx9rCOR)_l;wD_+7w#>LHxopna-{sK74H(OTm+qtg
z{Ij7B!=s+ko;a@^S<D;aPKDCBTDUw19h_kEUA5Jmv)sko?pRZi=M}COm!f4|PcaaK
zwSxNr8{h^?#(O}K{Ctp_*`jD6&^MHJDaxWEKTu%at{j2}@ldX>K6))cY1O0b@Qrx{
zf{W|Ra0PKQ`vdl4d`T1<J3~g0yG4mJ;6bS-*uXLz5+;J~JETNRJiXJ<KDaAvIDy%>
zszi=F-E|xTGzlaK4@RO0QH@zNzZk1?sRv3fxs~B>FPo(p&F@D4kI>;I&^n2_^dM2V
zHQ5<ygi-W977JE~ey_gxlaLzu)-McuK?!9gf;}UT`-Nww9%QVRZaFB0M!)A?aWiW4
ziDcq_zdQMVJHP<*DYL#Vc~2VOga!D@_@N*+*qPurc@$5Lj8CCpq9dU((gz}=>)$Q%
zTIBbiOg9%T*<1y5LuJi58@<Xy{!i&9EJXA7(kwi@^`HOcMZ`(c`>v#SlzuFL_WAKU
zpr!<B`3>vEkxUx}1;=FfbL~;>LTzM}cceg><P{z#)9QJ7_frWol+Vy)SuD=CH$DhB
z3u<o{Zp%di>$6L*th_52sgc;EEK%b*6@^H8B{n%!m9?j>KiY_j214cbKyjtObN0KX
zJ@thBs$s66t@mh}to(m5mjiR?psKnS62ezai;`9iFj6SkE6k7-#3}(!ev#&oa8Isc
z#m%kW;RH2Zsn%BS@S59IGhXm2;sRB|bkUKd>YmP1&5rzTbGg`pO)wszYI&4*=%n;Q
z<isr_I1rqS--7w}11QsKNLv2gycu)9cOAa7j!B3u1yxKc=}LA)L}tBz;{k`FKfkR{
zZfP^pT0A23CrgH>>KZ2qJ-ZYgP1F_{roLO<tdM#L0o&9C&04hTme6aCRvi2Xdb7|Z
zkoS(1eWbKj@32^}@}$z<j#s+*xsgu?RP2?`mscy{tq#kP)e9{CwoLsDF1>c2!D)Tx
z_Z9ls#-Xdsuc2uai=h`Q_?KeWbG3Yh^s>H1dqTl~zv^>^<g3}GW3)Qloo&A%+od?z
zVZ0d|3BxLBVXKH8Bw!Dk#u>tjOlIfV8%D-M%wP6RJUM@>`=pAGDxZj)*axF$a^ym9
znjSrTa^65X^^<=4StwU=BVzr^_$#mO-id$@^J{jk{H&>1OlMDV;)M^=xNOUXcXNju
zIyr9aAHn}}9a(>y+1OBvK^u28)Q|F9N~6r#Nd!{AP2=~l(WK%iL_3E6(9;J;epOK*
zmR_GbZ_R{xB4>T@D!cgt!AF%b{Rd?7ker-{j(F|#S7&-n$kfOQ2V7<qLpB%}3`&2y
z$Z_)bu)v6{^1<o`ag6z$K*M=f`brI>GBd^}?5&^<xY&Rze(LnVW3iS?a8iUdXEe1m
zS^b^|is0{Ly-GXXSWM_Pc%$;re!u~fwBej2_qn`Sl@Qm9jF>n<=D=v+<pAJP#{lY-
zt|b5&OIw++dpRQ{NtJXpj9ETBJDXD%yJUTJP<7&&C&EEirapv1R`JJ3A5dRL2&xz5
z7;Be9EkC`x)>`1umC>;(E~rilvovEcDknc4OyuVAJnArlQQg+qmkN2(tT#;9M=l_0
zDjvao5>Y&1YBk1l2%HFe(0f-@#SofMe7t<Dtgu(nUmgAxki^a}stq`Dl`Vj4>MF@E
zo!BYa%!-4K`QXG*OC4Tj@bkpS!DH3R6NjSocS6W{^;|_>yM=^#LDr~u->iF5ab!LJ
zDf>)U-%}vw=LPd9$Sb*+nbtsJglMU&67BY%(5@>NaqZQrph&XPYC(uzL&?|x={xHW
zB5PSJ&w-a2>{IkZ5dpQwo!sff3aK!?RBWcEROMbz5BYYcqZiay!Dj1POIM1-`SDv<
zE*j|f)k3>4`Eh334s8e;w;o;vXliFI_2aK<(-S{GMpKhc>~DSl5})TTJ6$4SN6Y0|
zov)|Wx#4VAz9e;7N@r<SUdgKK`m)wB1qm~(0Uu&2YLSe7s6L}2-X!PE*{b~3nasd`
znX}?b?svmyYtCxt3hv74180ZXrP=9pT{V3T5if48Dpp=0Hq8`Cc#5FjiY{q-u{C)*
zn;aJ_rNAxLN$gEp*>NUH_AFnzM#{??*+lKKkJkaDc2~JL2;``EEo=Awzo2}zj68#M
z9GLf{vYEJgb{ZQz#eaF#yP1LN^()_Cfe|XAp-0b|4@y(ocx>D>8bc8Rd+Yy!N>n7W
zgeQkpH_X5@%3h^ZUH-pGDSe5~?o}kR>%sx{=Qd8ng*)RE_R6%$sgY9_T0WldeNb@e
zyx{iDVwU^;v0pE)4wLK?x?LDxx+3tMy?)w^|0N>__93gRYxEz_S7@0Ya1sbg*qnDJ
zO<^ytGN5MXRJ-Z2!?6euatM$K<wT_ONMOI_@^^wN#@E%^X$V)9h`Nqe@jy;Pd9)?i
z+iV-zqPNzfamH_?@CPdzwHjm@HAHhhXE>-nsLpN4>wqh?2KKDUB35&9l8aHtaMI-v
zr8vyOb0fGoI*c#=K&=$K<QuZ8cdZcX`K>#XfmdM;sej)<{DtGZI<h|g7U1HmavET_
z#`?>~gHNf_H_#kf^KRf?T@6_zmn@G?QrC5P{wL`1kbor&0jH6OKdhz~e;w4Ns=MtI
zV~j|%b1S4y`j>Sl^p^z>9aWJ`K--m|FE{+$l)(#oKJ>T412Et8aWSAwHS0NlV8lw2
z*Vn9+FpVtLgclXjh4(}giVsyeqtR=8*O~tGN*uh{0aIz%<dw?XWF!$H2SeSX>%~ov
zl9LCLSN(tcF30>L(-nt#Jzk*Y`gyY~w<nSxHI>pG8GRQ$5B4LG^Abz?Gqjl6m&D4~
zvql%FMcT}vmyU}2`Qc07&yD@*7RmOb?fTNRlsId_GH8#jx-~>_@6CifR4*HM%oy?{
zR32h{x%>EGk<Y*JsIR_sem?#;c0P1=l#GTCmwh|UF6Fa^guA_hR<mRwUfx{ke;{J;
z_zi2N7w4g!&K$smQB#i?OJRY-W4%fX(Mz!*KrPVz3ta}u$*iNiV@!JHKyP`p{}yuY
z<dJ`A-Z%T~Oj$aX+^31lsZ=e6<+CvxG@Ta*##U?yBxuQi@B|G6T3Z{~Fn@LbWPM0j
zYxd=AhRD<yBeZVcP4Yv)FBzAy3OBm%8#LnfY;Pi##%oHlbOeAlvzXGM8*XV06$X!e
zpkg~yhzhfB<1>7HGyZW)Rd+b(E{fPWq%k0~kacl0P_U1J&o;F(6oo?g3^7%f(~z<X
zVYPQ%R_dW{(>EMexr#1%XGo!g)snBs|GBT68HJCrDQ7ccQZ2+RtPK=~S}B0rNgJUD
z*EG$Z`_V}bCrA0%3<4ulr&6gCOWH3?-SH0XUOeDF_~1suxT;Ec(>3KpNGW?NC?vqZ
zjIDTC)|xP;z0}U$NoJ_8D{3wZ{F40D8|RI8|Bee)3Lt5_$B=z`u7ijt9F?{d-2BLz
zyejKA>hIMT)__RXz>=WR8bz8>)a7B}Idg0GAWDFktXalyvwaXJq7ff~<Y#-jPucH!
zVo6CMAK5vP5dCJ}eoPBUyximm9>1l)!{5(uTts<)c8ldf4_WhZH&5UeWCG6m@Nac<
z0C?pfQ#^>shZ7mymcq^@&F~TD&%QM)c}k(@{{CSx^@XeoBf3VBYmLpev|~I2wpS|A
z%i-f8az#ohC8m&zY%`tyK?(?#*_ItX4whDgC^q(|4a}h_iS++*F(Y5d?2kKE0^qFH
zm;q8NYreqg&Zj2uJD_AWYv>7)e7OEApb#GLseT_-w2a5G$aCkQl30!@Nq}F)w4dd&
z@%DxH;5Y;J2hfqoh95k2V)f&{kK4&CUScWP9|?5y)<}l9YlS_(*SfBCzi+{%(KuWF
zGQPD>gAvpJYPYW<)#w&2z-j9^W7Z;SZTm*Y5-(*UbH)&D^zlaW%<(}i$(pjXzY38t
zk)5V<`+<!^A$t+iv`H-tRZlBK0H;l{<A2&x-?bJGp_AvkQ(T7X#t(;?f^BV4q1=Sp
z>D+Zi1Odf{N~up(3`<ywBTf$;y*u1*esLci+rRz;8HF;R@g-9UasFN{SHqLG9ma0G
zwab(*ifPUKiWm;~9A6S5+6WZ-E`E<E*u%FLTN9idkE&2Ji1D+@D1}IuwKcV;UI4#2
zt~T9WvJsZq$@S|oaEnzg<#%xQBwXzR8A^;EaBlLTib!j|r4{*9oTS9HlDIs!hIFw}
zGX>92d-tborqoG-Vkey6Y=NdIZN-FcZP~xaBcTUG5c|@7-T66IBvpZ|afU(+N(z(u
ztKhvcu(@cHWOo@M_aBMskz!mYB)c{Z1U)-Vy~o>Q3=iw2qYB#+1DigWB_}R51{KQ@
zcYm6TCI)JJIgT=(S3xM}C9nGjx5k&M7MJY!NU*jyBR0wyTQV$Gnd?<o2cK#GPtnlM
zz=H=)N1UU--y@0GR$}`k*}`8e3La3l#8-VQ`I6O;yc72!&RB@+d#X050Yp7iFmDcU
zUf~C}6d{^=x)9RRh_=cJwkWpjR97v^q+;g07h~@`Is(s3L*7=Olk>e>i6)RSXCK`8
ze9mwsX>iXU!b#^L=205|S>NZO$%?DAFog+&Y*izxa(t$71eG|=)0$j()8f<gA)lCb
zYWlK<g8RuRcDhT(L<pr^@ScvS->m=N<qdR41q_g(BqZ?*tUs@_WpE;=S<rPf%>c@#
zW{fZe!jA8BeQ{|Xrq0ijZJoeHJvNrk@$wY+h)`}u*^6E4V%_R^@we}T6h9rJs1gO&
z9kc_6PIYp2yIO+&+U2T<5bDP3wdYs6#Kb6TmjZrFAt?$g=R*KD8WNTaT-r#xpT)~#
zyjT{yMG~(s|3&}l9ugDHDegx5fs(kD?W^zQ-;Uc}gAY*wk-*i&S!-AgF|kTp7_LJO
zU~^#k-;LSD#q-|(8Y#$GWc@+3{1ZxDxrtX;!-D&Hh8Mgr44YMXbP7AJrs4ccy#;m)
zuRqai^PpPv=v@L}ff$%~wUULu?49UN!DdSQAhofScjrPB!$drU$J9LfOZ8pHTH{FL
z4CQik(rgm4tE<D>{4vNOH#4D_I;Ce&@5M(6|E-5!S8)dpd*xvisX?}Pym&8(23;-&
zV-d{=Vr-srvz<v0GVdVRHW}CZC3hbb6rD8G+i4<iuESCj$K9GxnbD-4UG3?li$FC!
zLcHRxMc6Y>8z8=rx%uA{uN4fDB7u@M!&@5u@NZ9x@1g|f_=G<8o#%}Cb04xRD+8n4
z$rXje;5~)NnL1qPY;S8x-5>K9_43Krc&1~qZ`ji<Y3BM5B7dl(+@h$;?QUpA`h<PK
zd!|Kj9~z>tdnGx2aGkTq)CQR_vq^(^=@TPu^!y?kDuq-XakvppBogSRsbN|T`+rL3
zj0dlVTM5rH>?e=Qn;Ed`zsDV6pr+HfV2}|*jP<a&Bn6-#;O+c*=?GIK2{zA>a;NCI
zI5FMJ)>@fz(HnL0RuvH+=O^fk91JDguNP29{f=W`m-GuEpnh*PrmfkWj8+&g(W&^!
z`A;LYIKy>J;Y*UOPegGGgWRYQ#VtRInBNfM%>Vt8xV;(1>)Vw?JUTa;+)^3}rzZPn
zQx@K(t@_c)OOWM=pK&ss*FJmQ>+Ct6M@+?EvZ%NL%&ah3$EfKeMnCWq!t#~;i}Hh*
z{ePe={s52vK)IEth4UI%KL0P~*?S>wpXX#7NIJXi;`7abp_)QQvFxKnO)_-xSsT(L
zP=%<3HykA+a<ePdqq__>^_l{De)kLqXr*Ye`z%ff+DWf8s}EL^j-FE5OBlJ}Pnbqi
zdVABZ+}+?opXW)+!6tV~3)L%pE4GmtmS+=gV}8${s#Hl9MeL)W&x^YM16>wc#D7D`
zV_y}_Nlc%dyL7L9EvhlU7j*h=3O!(dC4vLr(}A!xvw3H9#9+Nq?{HQm_zx6YAMeK1
zi2_b_Zp7f?LJvljS4`fR6mV|)K8Ex5W$^2=Eb`*H`8RO9J-sShB-MYQ&Et$hDAf&w
zkoFvCp2*UFHlkJolfpY%Mc430)W1-=_NZG!zeULqAw|VrQCzfHQqHe?l(`ytbrMC4
zI-KsO)<4zsMa}g$k%s$rCBJ98)mx|Q+Xd-Hk8o$a;DzAnw|Mh&=GUoxmSX6xIII(q
z9MRzA!ey;eFK$}0dU~gcFBRI{MZKhF(>|%2ot5Z--?WG8L$9$rN;+eh-+vgOX#cv;
zjZL(W(ig6!Yk4=h?8`-tnEN}S*MWkz3XiiZ<=eh*YCt)2rT#VXuKJJxL+wNQ<qKj|
z+i>ZhpRC!*PX<1JWGsm*1E*_zh+`W=C?M3jQj7O)11-ly=G%#iY$lX}WG0|{Ni(}*
ze*5Q-JHB7}^J^ry%;eXtC~SYnQX^P*z3AHDYT{JmL(7i6`AcFK2rm8>H9i=-Rwd8E
zPw5sYp~iaIk9?@((dK8in+sZ^f)Yxra$s^?jIAQIq?xs{yBCnjUvc<L3T|vV<}3`*
z({Oz%VXb-7LT1?~7^CbHm^ojNhNs2@qd#h$nEwN<ObQae_zwhEwNL5mG42^c`rZ~;
zaHdYXBn1o-$47kOYJ<qKwko^zdv<^$YbpRiVx;p#sX9EPl=JIYx|e&U*FFLTBxTgk
z-|%zepkL&iE#%?h@)sbT@vRM<HBgK4izl(uphu!v!{bmK&<`-CZqdv=J-N><O_rH|
zF&CnoZB=Y&SX&mw^?+S=LxhLACiPfRtcI5gI2|*@WDNkBwA}gsDjarqxf5q!57rdw
zlrHWD3qw%Vut7&GtN_r-mXUF^WqzYa8AuFNl17TW=O%}q7BUb5T@1!gN`lxdQg<j@
z->X=#o8S+J=hw#_p&+WS?O*1EnVkk~#b-i>2J~Q1F?@+n6;ZwD_y&s13;Q`N;AD*-
zBwb$y!p|O*tzvMoLN-2kDu+<954i~{jbN7SmnV=gNuYw+M)OYx&i<s&D+z2umfzpI
z>?2WPH^p}QPJ+c<h(TJ}*WbGm2u?OEdAr(veTk(`4q)Z8@6>>vw}o_xRcAYMkYo+!
zWTU8~1-HP%qc_8*t(D$N4w##=q#A+k->6CBsCNjBO%{mibD^H0#rOMvL;QF#nuwUH
z%kd_b*K2_#htTJT^$q>JNYpao8GkIx7ov~U>q)6^bDASJ%f75YHOa{Q`vw~Fg`_X(
ztLv)h*W3~xB8AQYN2VAESPa;--+1HL4rR;LuvqSs3eiZ#bO`W$v)vun%N8{lJ<zps
zCF$GG6btdfsyDB#dFS!S(mQ94HAyaq_CpbdcEP}*86YloCKii>_B{cFT0r|Il?x^0
z1-d$kPwAQb*&H_~PSC%{?!<q>!XPjchyeHpu{^Lo_7?ccF=VMR;|j=^mHq0~E=L<J
zHCPxEg2g+8?F9#61xItTv=9qOVnws@)|IdSM%TywT~B0TXbS`_ZWsw927LcBY<xB6
zBSrI!mzQ*qbq3HXvEhcmecQdeo|wwe)`WmE9aOp-Kv0D;dGnng&;Q~@C%0r*Yb_ho
z_V^V8q({ngiPM=&)IE;0*z$2rQO8=D{>9pZlmGnh1~;SFfKE{jc>ojLWO%-}z8uh1
zTBSwo#`Du+hT(A9s|~uj9&W}o$cxP{*T0Epqb1v!83Csl7N^Y^>!F7%5sLj{2Qg3s
zz%YPXOR^oO9mR<E!8(%)Tk7ZUtEiAAVnvDRc$EmfQyK`wdpcbKv`=X%OaPRMJY;n&
zh!}m9NEp9@+z3r5h?Nj26|p#yjc)_aqziA=#Fpvuabm^-LTvV`(fOGum$NPa<CFWC
z7vAxBX1%E;itx}e&EvfNOQD4soBTuVff9uvsSg1g8&o)GS~A<#Aq0?`J+Pa*>}{i=
zk_fBYWI$CEz?&rTL4F<Vc=+DO=3p}!DP)&v+_bY4UglOz8r^ZRPcVmVt$i!2z0T|;
z%WDj=>MlF7dCN1@^Y17G@O4<jmp8V?|33ZNbj7MS=~uwK{qq`Otg|=YHl2#WNEL8Y
z?q3YoY-40N@Ym_<kKH(?1m1;A#+NiWife}r*I()$Z7aFdrwoOa*5!p^fC)3Nz(i4j
z@aFQhxQDzX2<43A{}*7ropyOt()j_BBT_wxWd?blcN@PTPHDb<01n_8B40p`WIDe~
z3@UrtCShgDca?eW+TP-#`|yjF*q2H9lH>dEA^wYuCR{?%?*YZ?hD^!N7C@pXtGx%j
ze(f6tX5?s4`e-ZZqioPYowC=J4B@j*TJq)f7R6W{CRy2nfTi3;73+@JANS1tw;h8p
z$nrGM-7w4f-N}^na_Xg$tz3)<3QAW@*^c3)SHRbe%HNa_)}NWt(@QfGp&M=tZP&jB
zSV=#0$j1M<SWsdTJ%-rZ<GZ`Q=n|<48=%Vs9~em2U?GJ?VDLfkwqx~N7~0%4^Fm;H
zI*l%R#{^=JnMR(_;s-dKlQUT%t874AOwAs2_)YhV_{Bnp)rhr1$ZlPZ=+Y;HYxksb
zx`S=jh0f}WupF*)Z&7X7w|(&js~nh8IcsVqjCDQwlVNC&karYHbE3kn^Mk6Vnz7r>
zbjq&|jX(mKw`}?^?ycZFPJ8p3YT_sRYJy{tdAxkUgoHc{HJpS&Y}f+`hF%&)>t$v`
zbp#FU(ONRjxxM6ABPKK8E#Xb!zhv6ABatg70lkZ%4pN@G^h8VhD$9cENhy#Fg-SW(
zfXEG!%i?H$YMR>`uq=OX6f}=j?l}6>Xw&s>>0<Lsd5ALJ_=-)R(cT=h52NhMtLrJs
zme#v`W~80v+d{@y#!AG`miMaNWE>Q|YvPDACsUwo6idarD~)~L0!*TwzxsJbi{xq^
z%k`&uxD$exDBqU28GDRvnMkOo1?~Ajao9H%737}oW&ZuK1eDvyd8SPHZ~w%YHYcML
z5<-zNttq^KqnnIiL_AB7qacskm?dtEczx1Dha2;S$P#^uw9Fm{=caT~(`)oUOlI+q
zyY0z6M+{6r(qYTLDP4>Ue@FZuXdc+=zcKpk19pwwC$>xclxO=thXg#55UZ1}#Fb_1
z%^~kn@!<d5rGir1|LZ03$XJ#R;C=C1_h(gV-29jz4M>AXB!C1+X@xNi^DaI|r^7DA
zW>=bs@s;^!{HjeGW&jFiO??p(@q_8eoBh0%6#JzPkN{DS#vza=>q~LV{X-0t2By9&
z190QtS`m6-A`Gnwsi}+}VsR-IvI64Rk=yoTzoS!>lcq2JMsnfrI9*)t(<p-u-OUe-
z2y7nu@0*`EwNln&fg^gRH0<o>M_D=*g}Dip9RKSt;zs+&Q!iuGV#Dx1>8$tXu!?>D
z)Xf^j>hV4L`}Dq}kB)quRD84Oc}d4@R&w)(_pjfmBM8-jPn;nQ>8#FB`@1d+wL?<0
z3|e40H&FNxoD^+I(cZmC)QwP2Qv^p(8wnamN^16Eo2VOk+9vbK39>MwPhfgoe@~}5
zY6S@>F%$lwOmPj>?*kZ1B;=Rrvw1j9JScyR2WsO>b7E0gqhR&g#VEKiZ4{b<{d1Fb
z_ibv|mMfEzW->7(b>_o&$M9@D!E#B|Ft-#L+eexa80lXK6ZVdb;9*~bG$Yy2aXFXw
z9!@+Se4#R(;vKFI424;<BaLz=SEyDARKnnQfJq_S_U?_EXPEuAVcu?4zPC0sh1qs5
z`;~xCcKC{lNh}k3UbWuGTK42a76JNx(6^yz6=4qrv^l?avbLXgac7^){c)nNyx@(r
zJO3V$`jvWPorgQ>q|5yKf=CK`Z58Xk_7&+`x)n_d+Mh=c_jR+*4aNB=5;g;0rQCL^
zJ6ic|s5DY&q}&?gb~xv%ezGbvZRV>}YUX>(Yg;OOFZAXm$3+=0Wai4hMt2+nRYP-U
z6n!hf-{^PhibW~7WM*Iz9)L)mcsikZEXg_P+OOcNec)LX;bnbdH;tQ0o<fkt*<6zn
zSB)Ywjk%Ue1bh%vq`K_zmAQ0YHH((O>sbbX{Y2c6mM~06-b&$W6czIKtx^7}Y><yP
zEjH=g30|;}pG)~ZL-aw}>vX|k$EhAu2FZ}yr<Sl+h53v_`VyqmPT7|YyuN7m%W9sq
zQAvZPsj<CkAkv1x7*=tn4fyWaCY_M6bmXjNx;o%Fve&@W8AEx&d$JM4TUs(7$T-Bd
z$c(E#Gr-y$ZgVg4v>Er~8RzGSw!*7o2s-L?U8Yz=FbRXtVX)%!HFpsnVxOh?Mb3|W
zh;)31gOq9$ddmU~M4no#xjb9vcWd~A;AO~F2}sBmT*|b!9=*kKZqv9D`>HL%f=P1W
zC`bRDj4{WYT0V=lffsq$3Evq`hc7-}A}=G&!^u%qc@g!ZvOap`3zjnH6=poGb$0H1
za&pj!S~7goXr+g7URAA=zk5;ejaII#?IYA<OfpP<^Wp5z7DGoTqU4Z*!ZuQu#hNm5
zU-J!X>KP77jF_i~7KzuZkmoryN1NoUH>Fv(3XM;%kpE~0*tfEli1gyBxJNlwVRN`|
z_^k1YU1KlP1(lVuL*e@)*@Ailh+4Uu*CzCO+kq$pd(2)Loiu4>?CP6oCjtg~V18?4
zG^I7EkBiTg_7?k8FlFL^5Y^j2)A)0&mHpF~vr}CS!a7sxHB{w(`rH&rmfU&z+%;^;
zH71y*bN18yWf?-YHFYI~IYnC99V5cm@62P>2e~vA#d5_mZs{(TWQpI&&uF$(c&am&
zucK9_Lv@rTbRCa%wPD=E<Q*b<B5*la*}R?_UU_A5$&(T|V%HFZ(e;6Dj>4zD<jOFt
zGEF&dJcZj_Dhj9Av%m30jF4Tio6^nIJYHQ+3Fj$W5PxiCHn(|#0O-VUb*|*rUQNoQ
z>n#?=mmt?xugh;7CJ*kuo#@q`yL+$B6X1F@J)7>|Ld<W@WDnZG=7JS}g<Tiz_9?#v
zb6W4C7gDiIJe*cAm|mYJ$j-RQ21AtXV63C8DR)HMq8ne^77MFxT+cGb`-6ty7tJy>
zRh=dlT3XEBVdMzz;9m}4DDJyTZw?IzE<{Cv5(-!PcvzD|NnTi8)1fhq;_WMYX?#lm
zC-ypCitNZ2`@q@`sk3=k$7b45Y4j|;TKTt34V@-i4iOn4X;(DTu7h5{uRe(7+(H5J
z7KhrS{4|reyKEH7OAn2kE3?+awJ<r{{XQh=LXQ+I1BW_@5|tD1iJjlxYN%gLpp&&N
zUl4r{`h0L)<6qDUn+_aiIMsYIp2QF`-Tz=FAz^O}^hLDG!S6+HLT2b&f_<E;?O_?I
zh4Q%Xx1TAmR%2GJ3&*nx-+GB-2ERLh!T!y;pOsF+3u<`=X@A?5cuxLChB`8)Uvo@o
zg?;n-g`$M<Lw1yPy6^WU>Vqd~qHj`K)tWVBSH-2&b-aAGd6+qlZ1^o217+h}@XB3E
z3_;Aa@@VulZj%~bcvEM~(O5~T(C+qK4*<~H(eR1V&X21z4i&UD!ypCgNS3lTeKrM_
z+X4&foSd8voOa=GSSCx30(vE>9V<}5VX}k4feH@DvNvjPPbP<+gh`n=J?tK3%<yYu
zW+u?U@w2)&$o=~7=VB%6XlZ%6ni`8~Ecqen&Ilqo)+;%ejSJF%gO9>sH(}&vNHF=2
z$Y7TeB`<OE--pL-o2Bl$SNbroZ|CGD;=hmoMv-D73Ga+Yz{}EpgpBnQ@}%RZHEfzY
z$<xQv3DSRe|9ttzU3haYbs>4Nc;4^F(mz({O7!ynkVg1gMA&<GVP0LYD%O_Icuvlm
zXzS&Dsu=<=OuPlo6!H#qJHSLkj!{PCV=2R3cKD)M-h$7xvzZraCfStZkL1S{{7W>X
z+S1`n*uTPxy(PnWAic(=%X2YtP3;w<H_H12QznI_;-#ynGOjS$%YE!k{T)39M@}fM
z!1Owr7ARw5!7ZFr7_5%+XmUTPNY?VH4$VY4L!-ANajLnv=qoVwb->B;%n^gAQ2BsQ
zb|q6*aoBn8FB4U6%6olD2$)vll(a8v+RY{EK52u@uF&?^Znm~rvem@tZa*`e-hJnJ
zU!c}W*g?8y{X;sn)2p~DPAMvziHhAPrFe%<Qh8>IxBLxY=Sjt=8Mfah++Mv%Y8Yan
zu+coB*6@lW!?Bh*^iWFq_AAIi_4YC*F;)gZ9D~I^VB&G9f#@*5Obp8SU*AiISY$aS
z{7<Lm;i;4r=@^h80$KP@7HoFW4lx9M>5sG+owezug3G<9J^b~6XOSEvU0n2qw|u|x
zCuB5qn|1EnIZuc(3Hs{;q5<m8kVcdO?O}6OEzTN)m35WCd6eom*cou2fY*45e!iD+
zJ8!UkNbt2A@(UaGhJTxlB*Rs{dBRVOt^=dThd+s1*BP3%zdqc(ibHU<qdCkbwto_R
z`pw52r=t9MLu@MuJ0->7YW-{$gVi+V$NY@JB4=?<PI0Lv7AbPVB9=>y@X{o=+nvjw
zF+rc_u4#9!5ucmAL}23d1U6MTF;ON;DG|Pt{MYGgZJr5b8ZS1BaKvRtci%QTDz??|
zaMBFAQO;!08S9hG?5glri!r9azr?!93}({Ea_(B>X!Z%z{l@b1o5Z<Jnc0sF#&2}^
z@(@2;YASg22Aw{@3^R%`eyA~#4!)`jv<pdVH-oOfi?>mF%j7Q9@a1LPp#+>=(;N!l
z18QI-T)4)uJES<$V42ykr3V=jhL|vlai|W)J6xrZ&)l3Q>MogFP#gLvfBo5RDdA3s
ztO0;ro|IgKesDi#H%1FOG_nLgsC;%e6tc?>iziI?#m?4iYFe_cg!jq4eoisY{6YPP
zR^jL0y}F?U1CAaKLBS8c6-7sV9~UsT#cMiErxduHmbDwEtvlk9L*6#&p@mmCu9p|d
z(Dd77w_?6^MC8po7%bwDt~ru%zp-g(H_k8{%JIOR%DzgfopJeg&e=W+<u*;m!r!Dp
zGPuazzHkdvRyIadRn9w9q@8L2)2sS_Uey*F67t0&u?-Bt6oK|hv<i<s{gG+Im_djC
z{>@C#^J;RkX)pzE3m1E>#A9frMxy#Wd5aLLWhN>+82ZFA&FW}Wz7z`Fas(1*Vy}`m
z?v?oytXW0FBW(~Cr!`7z&F#uYW+t`Sf?pbyB_xwI*X*R}aIDJzpaz6T?Yo@3*RklX
z)i}C|!(Cpih3ll0ngPZwtMn&5%d0c$P2$px+t#0Qu6Eu>R?9-0_qag6wun+B^GRv0
z668HS6fv;^qGUzy{AyQz`qH`vk*G_F5~6u-IGRp)(xw$ieM~ONN*m6Wy{jauK3L6{
z-nI-I&mDthpHf6|Nkx0PZ$F_8kS7a!cLa82eY{G<hPp8JsZMuLFgru}-bu^&@4K`Y
znGgjZQp70Q8|ARtNebNcrkmo+V#g%Q)5gSn03B}-Yp0EOf}7Q3{*kZ)De3g|WgL0R
z&VL{a6KV8U3Y<6hEHxyqaSrYT{{rrnE#)cwZvU5~!~k9%Y(&Gv`r231LFOG)>b^L&
zAC&t+(h>wBiI4<2x8mhalc-(j`#xBMQu1K;KVOR>7G`{7Q*xkl2Wb6ji2%C>HXgAX
zU*l#Jm_KmzmcE;Irk#Za8_O_@DHfeLh<=uMm&9}A@`6yTn;owRlT#jy-7*Tq3SPh?
z^Esglyo^vXl8@c@tD*7;%&h6$8=wml@6*dGPnn|!ltsN>B(Ax}r#I*4hJfeveLOP^
z(K3N3Rm%#)WoOzohRj6b-M35i<Dwk}dTgD?RkAwne8jo#d5bZlgojmU<c%*>I=^e1
z7Mmsl`toZg<tIUCRzyfTs~hrBz9yZFK3Y*%%{*c{P0;kvSxo{5t`>Sy3C8BFfLo|`
z`xwCAFTD0ksKV`>kg<PDp|Ddqr-#CB{G*G{2m=@O)Pcx)@HdGZ0js}5X+ozWebn28
zA<w<8SL6q!6h@}2_$}#dn(#rrW8TgeJ063xCt=XB_gm?Ac5iXjt2%HIa%^PU_@ge&
zBPUDA%N=7XRt}U&CgE3g%8HNyqV*&4Ny$E?L4L-V|3J;`H=+w@EncgUqZLTKl$A;K
z85$Uh)5LG?)Ij9V7>}*-#)MO40>@W>dma1n^}sIcI=_|{>1j006R!eaFZS{yPkai?
zX+uyhKwe@0A60K1)#T&;agQE7Mt6;rZV-@;(F2w4kWT3w-QC?K0us`oq@;wPNH>Cj
zNZ04N{r;YFp7Z>{KjYk-vE943y|4H6dI`8$W9uuCax=ix2H$8yg;W%|Dnf;tP@+<l
z|I$icEV~|h75~k=4?6hxf1J70f1J7cQCqHU-_NQrJk1`EstBpB42Zaz(HxsWsRqj#
zp^S^K8E*Q>?3{#he@Y?gt}g#{{d_jjSC)a??&AM1glRZbH+#@Jgp|<sE}uAOzi}k7
z`;`TNMs^#&Y=H2eUyE-0n#+iyx19Aif;-eOgVybC%qBMJBF~KZh)e3jWUW{0l^UGY
zArEEKLYLlgwZNSJAxGBQsUz0~y7e&O29HN4gZ=DdfnkM6DR(bTHND<xEj)z^2?Rg9
zA(Mohr@W<7AVDtLUixw{`xc#H`AyC1t8zQiJ_dRLLR{&Plqk@$EV{qvdcV{z?>{K{
zW{NBZy<`uP=>X+EJSL(dt0lU3Ggj?|;K>D$mM(rlnLuRCL`$nQphFa*tnI`bh={x#
zLU>JeIH<ojwT(Hy{U{hP9BTJG|HxHj{<B1k%&7k}Ale%{^-`dcMQ5y8dp;{Af#&$@
zXORRr#}I{DKiTvh6(x0okyq{Z9?;BB!JdObIz45-LAYG#Gx)g3XnG$+|FV*yc<-$g
z_s{<(7#BmKm9f?()7m1^&xmH885jRd#e_ciI<x1TNSX^xpg^$s<dJ@rG>V0xna4Gx
z>WQXIVTQETO3-uaPxaeUonD`Qc^gU-+QEB;UBGU^hhmlbmKb=5q~{EZc0^JKB!c^v
zDAN*#sx(M4b{8t@tasBUuT{xh$QjGq`RsA3KcC&cn2e)R5X6LclSH!QO*RDnrj?q<
zi1dnwOaxXbqz;hGt3Gp)wMKHu;_TBf6eu<XSMa_{X-{xDr+XH=GcNCf+t*OS<rn=Y
zEPvkTfbmv--EFz(apH!+m1N9p$n9(I)n+;P;xiZ(xX2`y<U2D{!+PoxcSl`KZ#v|{
zey;c96MhCV=aVa70#Pm_@>kbSK^FagDfWvDJ?)In9pO9q65vvog8hQ{GYFfD@e3aH
zOdq%ehF|toX6S$p9Md7c^5p%Z@om``71XVV``({1Jw!4pgfl7U^O`qB2PtU*g|Sf)
zC^NmCkAXu(aww?VMo*?4|8F4OI0r7}z}z3FM%QP^KV1KVwEOgm3WE9Z#@{!in%8fU
z8zV0|PA|1&J^Ax>DCjE+F%*UETWJ``(U<uL7!P*km8%D=Za2Pq_?L-G8gipUnsRen
zR=6fI6e7}BM|d($6mNq3?iMLA(sm>jBYzYJSlGxRM1ubVnf8<co%_VG6M8d~Gi5(H
zs<$N{j<kH>{|=+b2%Ef{<Ay>tivna-vE@V(ukhAwelcwVY^)H|cEFPqu5le3b-_j0
zs>&-;S#;;64Fa|}vbcV`nif$&FuT^*Z{6e2<_Rj$3lO(VN38yxWxB+GI+}JOVDsIw
zEGBA8VTQfYykODTlg`>;VP{%GdFa2FL=J<c7y2*}H7F2tm=6ahqG@iFggRMT>bJD@
zv)w2tz?NCvtO_!g<DSA!X(VT%qnoF5!2hTmcKdU7V}xfgw6AAt<}`Lij7po3Q&mo*
zV%yP3m4Hm(mHg3C&hi>$_(!Y@Dm}U?724DT_o>_>s#re~fzY_Pxe2mpW)Me95P}h0
z*+o6Q-t+8_SHzY#z74VngIzzDGyvurBKx=UY1vKlo8%c)i#X4hH8xxdQRH-+X!nl@
z;g|{g#r5D1+E-*~zGHB%LD|mj%gfK~=RE4ic2Zxvw;6O^vhVE2`@eakOmA`(#X^JS
zcXAC(M$p{1NvpoKA5?sAWv*APWGa!B?BfR##(jL?dG(FoQ9E7zxXA7x?%ygvX5@12
zUnV1`wB{aI2Pk<<8JvNQ6f&#N_@Uj)JWd}9{g?ph)!%sUz{ju0b(?4ZGl7XJf>*He
zU{`^U>jnBSf+xO{nc^-OgVE;4#$<33z9qjoBXc)TtcLfxO8ZN<8+jROlno{;4OKbO
z$-VY$g@U-vQ=*r!7IL&;I(MM24iL{!jtb;pPg4<OF7E?kycHwUzw|yG`M=31L5fO(
zPS^D($F$DFcZYf}mb6bnvOyr{<-yU>H=0S;_i|~ZKm7W8$5~2h*vYtlE)Nb44sSPi
z^^Dq>7qV2|4-HktL$L>cEwtHWb7^q1mRf(1v(^}|Wbam+9=Sexi0sqxGq30tUw$xX
z82fumu}{OqAj=fWceXNc(_tdyo&$Cq_3i5JBsbj~Pl<@&CWd?g2snne6Nca`TSj}Y
z1{^#@MH)#KLyD>JO(jhM0@+Ado5lL2K3$;DUWAerRWM{()du!!!<~2Zu5TntYIfWp
z9aYyr_CJv5w~47-<rc~cO`Sdq5gjz)C~Fc2n!lwST=mcs!=1IEc-rKu{)sq%p#2q<
z^}b#}ez~uJ%>m*{gTnQs_E~?A^aa-NGrr|0^>L2+v?^7~6asr)8CXFJ3x^=ag?6GL
zf`ZmKFvyiI{wSne&N|LCWh@K*3yY9g*x2X?!*ACHJE4m@$9iQdSCzOe1mQ2mvj<Y`
zF5aHev)>s~3~5KTg}<^4-SF`w0Pd;==8&~PH`X-6JDS=J5%O~gNjw4FqwwjQF}>z;
z{>!62GK8`Z#cy5a7B?%m;aZz-xM?ML6wY{HHX~ofISO2}y|+;;;=RFE`#7k<Dt*?u
z@dr13JE~yn>}y4&%+G1sAHVjy|Hh-EwA{@vg@DNfn3y95K6o2tS?k~G4sJsSL(d@(
zwYIK}jb3{HC&gxABf{TVqncYWfWlFJBsa9iMHt?lUmhi6S-&nny$sfQC5cBhX8A!*
zsfZ#FAdllx#EiuN3sQ=nPP{|>*G!`vm^-qWl2{qmfX;;IUs?~VJRXiXRJR%Z1T~Ki
z#SAMmUy`9F3!&Kp3VCCp(alja=Zaakp^`UcBOF-TOqD<c9x^QeM|is&1?!kjy7P7K
z;;{w}b#5Fq$AS0%M3RKpSdEX42;!*hABBh+s7NN$H&PfoKGZl48GXx(X&P6#T)&8{
z5pyM?w1GX34=9BzZBHCtgylaMtB}i)`i6P3qwf}pirxN1`&nQix?{<G1X{8&qA#9~
z#`FTc<2|{~nPOC_=l<x$<vO<hLR-g~2t9A0lzDes{*uq&GzalcGg;^jrBvHM)IizD
z15bmHXYj$F^=0KM;)<;sJH=T(Z<37uUWWmOy+YkQ6UjC}*;fl}GV`=ZLc!x}LyYQ%
zL+<n1QbK{PM~xNqy%Gb5HiiXp@Vhu}rwEH!l6X;`apTOoU+CRw*sPMvLmK6dV_2T?
zyWQ`yt6xTL2ZTBAh8Btjk{8?s#7!Q)RymLmXMqce`Om+M0n+dBZ>v0bwJ=7Eu_<xW
ziK@qFMShZVYs9z;bQi9q&7A>4WHimD3`gy}nVnlD%c)I&*6g=bX!4TZyr%Owt;_?d
z)^4f0f(72Y{FeDS@~vJ(X{`E}5<`6z423i>!DhS|sL*Pk_Z?S7#N$NA+44hg9zw=^
zWb>W!%uKiD;AeL-_N$_;hcL8VI?sbXK^+6lOic@Zy3czoA0{1b9YLDMpH4tYbA$Y-
zX~nKRfnuLt9y}0JAppJX@zU9Kka*6?Q^G~0y>YwAJ8<yUhU3tqf*(2V(D%~J!SUy2
zpb?Tt2D=rLpV5L1?cX-yS8~WzNLnXoOKqvxp_`pXQSa|OFMQ<v^*fmmBxN$LdtAez
zAosQ>q7BVNt8v^cya`mgr{AA0E$CtnM#Kc+SEJ`Gw30$?jjrrWcjU7x?!p3y5>H!{
z!U^JrskRn(YS)QsVZBHYv^={fA4L6l0w@e8zMiDh)F?ZoP)dJc{Ia`(xj1)97xBq4
zQlVAcXIx{2X7M?>RY?G$7}L>O#)UhnDk36ODw4l<412Z5w|$yQa%OHihFi{8AP3Uq
zq!PkH_aY-;q?_O+9E}BYD0Id)C>pDMadCFRgkivDQg4U@R4|mKCiaKAw{_R?6Zyzf
zuS9O;p)`4n_Ebv7d+WA3<3AkYm6Iw`d1>!T@alM6-8Q26|9DoLfQRqM6TfYWRSN7(
zX7Zb)eUJ65Bn=>jR9WKa|HwVTD84H>T$i2I<q0;>I?lQ>I94)!-TS-uA~~1-&03kY
zS2b2WQ?9@tDk1@AQUpsFKaP#9tTyO9yns}#J$xCXBz~Vz+vM%^uWnk3V4-xQuRW$7
zN-S(lRnwn;fw7f16jD^tiMWO5v?KH4ta~~giUG^pRX{ng98$}-mUZD>rV&gT{}o=y
zQx;`iyO5KKw=<p-S>^$$P-kJm$>w_|^Z`>l1xM@eX|nm-Rr(<ZzF)Vv=@LbjyEW_(
zY`Hj9nu5R%<)+}V^*5JqofGH1aI4<>b@h$b+mvaTC=81#Hgm=%Jkzd(Mp(SnCCS)g
z*JYArYUN-uzL>f=@G1%EPTm>PC%&$j$oAgdT@=!xzs`G+#Rj1d#P}ZT>JnnXX7d|G
zu3Lc}qf{mup@-599SVjD<Di=qaqjJ)lpi&-xiEA$uQtB<B2bB0$oQsMO%fOc)F58+
zp3EaM;kn#a-x06KaNyWD=$soE7<D>03|M$F3~haAqn+hN*~-7RnI;Hs+XKm3`R~RU
zMdE3znXLI(=WMMfC^~qYyZcs8|0Z=E21@}u$1QHf&N9f|#CBNNX61=h_O|d?Nflzj
zKyfY<?4f!5^qzS}is8NSZHt~>P$l3a>5rc17-cyy-X|Pk4av7f6vWQ&k;6i7bKzEv
z&%><VKQQ$Q5(&1dF5ayN0J`j-=POu*q`nxEThVe(V7whHSfa3p*!@T{B#mWHjaCiI
zn~rws49ShdxtAgcm7?cvKTULD7HyTq3hRE(x7u^D;f!AdCwWV58+82`5LvGAT9Tj2
zNNd8C$Jt|;XG&$e>)y%4Cs}vZQPqc~ef!pBi%)`R_J<V9p)eWcYu?rh_>%4`qzX<d
zV}^EFS|<9W4x9ub7pj{S@L<5?KtkcVZg<*wO14SOQ(F=8_rMdH@pN3Pi!``5z-I3M
z>Fv|h>NN}UN<rhZ#7)Y`F$cs!%`2c)CJhXyx=XG&1EDn7{5+E}u;8P^q+a_5oXx4%
zYOT=9!idyP0Rc$iC~HxmT;nBH0!zu}GE!?VFQ#u8QdI@f%lAo_-M;@Z?L(%oVh&z@
z>d_iU1umP&siW+k;S!|EihCBICLUqDjN!ntJ^46JQ8KFkj#U3lJ_BWGa56Zh4TRsX
zWpbv_Q%evS&?Dy0S4N%mA4qA($tQZ)BYWwGGer<}&ZBWGA8JKP1(YNc0~HsdI7n3L
zZuK$a1u)-^o+Hy%%07FvglwjIpDJ{ja_*Mnj<B(ssL1K4>9wI;M;zn|#&T#mQ6i)7
zW#l7j$d@igOQrhl<2S~h_%;2zU==V;*I^yNI%W0ZUe#P^;vMM2yH!&zRR*LGLy9cs
zXe!Oy-URPxMG1T1XX#Pf#DWZ|JXxIzdvYz9in1tiD$<j4#s*i+GbGR1e%Q6Ttzhms
zns`SsQhZMiYt_~(O6W>d9Xm8s(bhqyW*3FHi1AaKBxs`sz4-L_0*!Wa?j%}u*yepd
zo<gT@D5gU?x46w~ShOYaah1IXq8%k<=Do$-h~X}eb#07ZXIiZK5SI-?k3<$-utTJC
zP82hRNFts;g?L};K8iW?vnv@jVTiw~D!rLm#Ve{xK_u7WUf{*~+^kG~G&-8a`tH%R
z$RcujD4gH+S60{R1Wsh$osT5*QlqgI8^?FzjbL-Rc@EE4K)jmQR?lfO4zE&2B%fD;
z(QA5<GHh?6Sn)RUOdpI5*y{hvV3+Bl$}exPj>bF8DpsHcq<M>6qx#X=igWWSx{o*E
z@Ex9?%xFuW)}k!C!E;<>xKx6iyQ&T_tcTGIjF@tQp)3=*+Hz4tyK=G^gGl)U!$0X2
zq%hTZ0vc!0#El6nWuPD=a-_W1L8eVLII&H7JRT48#bPU({h6_f{h6hBn<q$9FXP=z
z9>=aN)*l$0gMt1!OL6rA%`NYJ#Ks%A!lbnNMq2o_7wda_MwpF3R&1TdL?*}eLaWsx
zF~g2arfhrSfG3OVH#3swVV<iSueA^xVr}-yt8X}MS)3*W0L+d%F{^dfid4-`#-rKx
zGfls}q8uV?9y>?j*8t{EKn&C&h&9~FZKrisi_KA5R;(?{D4vmLO|rHT#;?&rf+}i*
znZ#={|KL!m!6>xgF$Yq%&D6*#=nC+pg#D4qr<Eb16Er7j?4GC-i6iq(Fsfm{a&^ia
zgI(Yfq(w~C*A_~dBXzm3q2JmOm~Wdq0ypyc@ToJt9C+h%i|=gCEebR!m8#Yifw9h5
zEvwWqH&U`Zv%Q0h>PPqu&x0>bbopU~o3WA5q^^nVEQ7Bh9Et8au(Z<<x)a5%L>eXQ
zG?+fz<8Z(<TosSI1)S18wc?mqrPlGR%ROw&)X?B1DTw*(O9qP?A~FqU&xQj_jWI_&
z>6yuVU2Z&PGJbUx2bo}2=MlO-d%FU0CD0W|YqI)m0oVS1)YyIaXPe~B0D7JpRj9q1
z-$v=Yk~5lDkF$|sQR?<fn<XP*Y*<>Xfej0+@B@0?z<1(mV)x2?en%a|!mG*vMYs+k
z*3*Y&YgQ3y(C+&^0`=RKF=%RFKF8Mh3v0y>=LIzn++_UQK&HCMdL-@ogqCUIIY6cb
zGF)OulTh0&w((aRWjgTOOOGq^n_wL!X6@P3e|DeYD@&%5tdT?C7tnZ`(6>Zfm`E1c
zWbQI1ViEx#GP}X87~tx_Lzq3c>_~v5)}&(Wi1n(Z7X(;w!m2?O^a-5QgnVYzMFQ#n
za^i^;cfzC#1rB@52d)0UJtFK)Dj&1y=ND&cY&TX!$K|nYW;wwH)nOkSm!kd<i7<7G
z{{c8}vXnp)15uF6z}9)V@t}T?g?wjr8=Ah565Iej<-5Z*2RF~+*!gI@c4R_=^N0D+
z#Iy(y>-}Y%KteV}gxMsEu7>bI>+SJAj~r3pwhA!}R@VRiCR`BmtTW25%ow1){rmfh
z=xFb_RUMDDGDH|c<tbP_i((<N75{FofmC8jCZ!x8X+%pgEVw(C@RS&tz-biC%S>Q-
z8m=LB#z8sCUf;lSrhf-M!_#<%y_1S=pz3n)j$B^MM$~qH(}9rJbo(rhE9Lp+2Gg0W
z2b6J`FiYt^ZBA9Rt-)D2GiuT9BiI^GGc*TKkkZZ^&3|%OEfbMx5=`e1YAnK;JOm}S
zULILd_pnhE%k@o&8zWKG+o&1D-m)%=*phXpzL|q%GrkkLGc$dWuBb9jQsOd+hHvcS
zxH{N}j`p&~iea(!`HyI<{Pg{`8<Odt=%1=X_TAn|+gx59!s?#f<hn!w?$ZfM|HDM2
z*?*u2YgzgUpkCZ<-(NWwG6Q`azIc7pe6YVmH~Jrl@Y|B%cJx!g2=9NOS@?gT`<1;!
zH%_M#W51)B+)Ll@+u^|PxIN=6sg3^wHE7-{^?=Y;$ayC9#p#$6lZoi(F16OW8ZUzg
zuiP4k&EV8e>37PmkG;#s{P&FS^w9VPcP*RnHakQE_`my|JpOr8WA2x}zctm&eKyAp
zB)9~geLr=8#wwpI2FbrlmN^i~0cY0#ep0Zx7*IDn3HR2DXh2kirtOKL14FXzvfut{
z9E6!mJ>CNbEbBB!r?dYhd)|wuC7Y8EVRsG`CW#}zE)^Ld#>Noi!!rUgzJNg{RGIy?
zHA98rgda1~um7FALyTiI*Gx>GVCQu0cdc;5wM3xrpj8tp#0gx2333Al7()s}-im_2
zIOT)Mu}pxOd}Rq-bxA9vIto3kq{j(_22@?U)BXdQT%A6YrpQ9FpEFF)`}CzLGKgFB
z2*L2B&S1C@VS0*Id4{jC1^uSfNDe@idpY6zr7Ej7-FiGrkjMJ)jf%5gTP0)9<zL4U
zzGk2KsJ>qJ#3kj5x^iHQ7R9g#H<;W&pU}>!k7^!YWJpxnu^xxuO5R`v7H;ax@`E@x
z{RIq(zgM%{@R7TF+uBIyW6e94&roztuDmA7tF(RgzK)?odd8`>1o#BvhWl4yv}7@W
z!;y>1kgVDpFGa1z?MDt~_h|keSA(PB`&VsTS)H7)^zxOWgUxbc5d-HIp^aWDKY1{T
z_hw2hx*B8%IkQSGgYks<ABcDHs@2~Dqv{4N*CyxrZQ8~^fFd^P@3W6SU<z^W_sy+p
z;DEmCX6p6mqc={#T!;+JmK`#G5zjyy*t--ZO9H}7<x@;UVSM!ebB<)kX48`D^;o3J
zXzzMx_+xi53)G%tQ8rM1Pnt#bYk7&m@EKx2_)O-D6h!4W$umoV#NyNY+8IciKT)3m
z<G{ama$l2nk>6q7hl~p9VuGNjei7MKd^pwK{w4;ug@A(-Ws|#T9(wwi`yC*3$3H#F
zFomIN4V@t)qFpmwn*831W@>}xSb-)mFCH>LUk-Eo#5yICHouPwiWNeU1Lzw_u4J>@
zh<5g85~o9f!1y1RB^2l~Bgrs>7hdc0oo9neL%*Vsf&PbVIp058ob~mZ)`%m&-}*ct
zFx5Y-4d@?^qQ7nZ`F~H4g1cpQ!qC>Nly#nj1Db9jrie`rsXmeK8Bi5BZagrEcKut2
z;+70s*E-n=-~r|~SH00^3-7JN{6H=?Q}R~_L|9?O(f;oG9KAT+D62gx6wL$wsDCk4
z<wel5$csv(h9rCB5%FdsOVocLlBV!6g{#0PGqV@&QL<QMa$=p=UOK}oU(Re$7@Quj
zV`HrbZe;*&1>aS(y*6JH!Nw}l)bB1mSH_JpFq22kaiH^`=r+|ho_fraH1YDnHM(6Q
z2B|Ce1NW1DFBRFfH8V3Ua<H>nymQAz;06dCD(_hi*YeK>E*jLQod%Je#7%d8zSIK%
z(CCrL9Oalvy+Exu|HjOc9jKZMF(+rh5sDK*QXbJPu;!nC=jUTSc9Mzv*g06TjceGy
z<X{P%2mGpVArRm8k(r@PMkfdt-%kmScpRMfpJUHKOFGur`Oecrq8%Z&Be~51o?HCx
ze)$fp^$cJ9(Tefk*%6XGI>L>q>Zf8xRR2RJu2$_kCiUGJP+GU}uta2=zmOfFfnpZ*
z>o-_EpX#w}JK|J*r_dBhXY$89tn)ldAyg~;1%2Qvhb#)rU$_2cHUHp7<}&LO(YSx;
zblgBeuJuC}?xIlZH;z7-@7YuTSpcIyQ56ojcfB^z{KzDu%F^Ko1Yh_3oj~%O>XtUG
z^loXpFN%?C+Aza@?!orjQ=ue9Xk%&JB;a@Z%9aY|{$juW8x@X@?&4}J+TkZ{bkk$y
z_u8p2je(x%Dlz<<Z_o|KHmuRV(M@D1t=HtSuBIXKn5}YRV?QDq4r1|q>DgnxSPd38
z8v9ZpQ5K(iXMItp<hxPeiv#g=Tp8(O{ugJ9sK<=4@<}veo|2DdQDA(H0+T(@gc>4m
z-d7ZxpSt8(6~5%MyT2;0gWZF3Q0@!nP*u@2q>Aj!SxGsiY<SejVAS~HXyy304p^AI
zqY;OxzpFXpR1kXLB{7DI=slE&@*j`j5#l*K%(Qmvp}btx`vz^SWnrOD?1qb|P-t!K
zgcuAL8@XdD=|7UBrJS0zw=L?h==ihVp8kiVgi&(v<%i*>ILTK@Wl^=fOzrT)y&sR6
zQMk5tS%#J>1PAC8XD7T--z>xmgK1y#a{c10{Q%bHz=e~@vBDryu{9I?IPCx-CFTy)
z2?tMStVEGvF88i$DD#((7T)a~d|uX4wclYtFD1zV$iWlV^LmpUpok~|vP!AR6tES|
zrSBvWe<p_Who6;QQNz8K_%+4`CUYOwg696_AywUd=w6HLjzcOwiq0oDYEZTimGiZH
z#99bwi`bQDzC4;Aog<;4{GHM9^~+wLzl^NJce5T}pTV@^U&$tWY#cyqSe!8wVC{)v
zx1?-+lGXfZ@CN$Nf<C{!dOH+B-uaO`7;+Zg+mk%a{UeE$o!4HdBr~h|lq;UPg(gJH
z2w>7YOTC;bhXFzC<18W*zqkv)j*1mA2xp^w4*WqT4S0(cRlX;qQF6U?^c#|i?zmv?
z|J1A)r8Bd7@g^ZUCgDS<pHC2@4Z7z^EIf_s%8}dAy$A&wART-<O#n<1s56ZTGk_(B
z8-@Qsi~P6Zv^vk2{EGfwylDX>#)@$&3ko33RDH@$?nDkx<L9&Tz^(sFaz$B^X*&o_
z*7Xx2+XzoCk9tJh3!=vdGm+!Qu`Fng^rpRrxq$SNaTiAB{M|Fg_Qp@{3wbT!3uZ3k
zvQcL3K+DMgi*$2nWzJ*RRd-i$O=6zx(aBrm{g{T>ng1<8LVao11mnPDykAOjHLIga
z?w0z`V<?Y1#==Ev+OAy`Lt7mk6Fcs%Z<Pe*YpGl>6Okj)19z9LRvcVrR!2ufJvnWg
zo2&tw=ZcN&yv{tz^M|AyolR_VAf7ct`;&x8<lT+v97Fl5v)l8_eH03)!Rqjc%~V@T
z>6T&b1`8+i-Fs!WZAZF$<>9`L`b>?vq7MR`6QdF;5s<gPpVa{ZfUQYc%;hAMz9p^f
z+-Gg$noC$0{e99bj}>mq?+D+y<ZS-^!BkH%RKFWhY@>IR7HPxpUVT<w!66EY1Zg&J
zFFvU-4lL9DuxoJW&C8yMd;d9q|MTU7uOG<;2_j9PXatco%CCaxfltlQD*pbFL#W!+
z>C4K2w9N5$z;Nm;Q$MRr=zW*UjaY<MG~>ttlM<6Gf}$_97RxM%!x+3&76$tPW8oZJ
zBUkqEOo8k6;?#cp?Sa1ZsmKSeEJ0pvMfT1<RF>KK@#-v9=m01`4GoJ;PGxa4!E>B5
z4a|G%e)}eHV)W&#UIs~_*U}QVR@cnbo4S@t80T;I68yssGxu8K+jai*m&?A+!HD#n
z#7<fv-{U}LD98A_`@|c%5b(h=RXc~(pc~EImg}_m8l~}%x1v-4A@!5-wOy!b<^X?L
zCiBk@$NS6v{G=z^+u8RiL_di5FIuAK<9&YIn7#SaP85@oK{Ki5da~o4v_9b8lM6E9
zr*hpq`lWbslHe5)o0hqp?v;i9d(5xp&putlfvf7g=m*t&r?6sYwBMCECR5vcr%L_`
zrbaxQVOROvoo(GGJ{L=JcS_o|aAJe+5bU|p0CMNRjrapP@))WJmIWM*7BR~#4wqNW
zTSmiTMf6Pm8BL+p-j2<k=9`a;t1B-IE{rM!Y{#++p4LBX(5g9niYmLu>ReEMqx)Jn
zqtcVLcIsY0Dh(W@AKmO4Yq?`$lzid!QY|Ny{T{IBPPkl&%&R$W?wmB=p#psl)B;k0
z6%q$9&!?!ol|yf$3q_?kH^f{<YDOW}hYb%${skwYpEVMmp<~5r5)N{zJOiP)5LJ*H
zRk}H5lj6fsP^CXolPUJ*J-JN8D+~@@yb5-8TpM<EH%x1&N9{3G&^S$b5>FTR-KQhF
zudh{&b1(jqL{_RYe*Ymm;HLQLuO*m%zSzKoG+k#oQg@G`f%`{?4#Pc+A9H-6qW1<W
z{pzu#EA$n6+@uy(6&g{s+%ISb1H%+KVwZilllwSrZQgcqNbR2NvD{x)H_qHd=^{&S
z#Wtx^*V;>&((s$WN32Xm4UtZLZe3(u0iSAB{(YaVyGUr;GxgHrRMkte58737nZjIX
z(IS1J#?KAjukoMvUwOTKVUT<|81J=DI=Ih<{p%FBE}hk3L@z0A8?pCQ7mgxRWnVQ&
zz#(nU5Uci*Dbp`){g<--Wg2^`HcJ*Fql~hUajY#zjJuq?pJG8rk=U912Of64KHXyT
zaVAJV3Ty%UO#LQJraa4YxH{nP!E}xlQ{Z7NJkOApL+yrCRNy}l_!myN#D`LWN;YwW
zCIXk^PvL!6ol;w(9dSqQhW~*&XD5t*%;TqJbN}Xtg~||AdkpH9vWo3JPxyL4htN>C
zbsWjkvg4R*oo_)CeoY_Rq~c=$to{RziX$%Ovig#PMS2$1@iw4fKBwYV$-?={JgvTK
zpwrDespSxO$1Qx8#~Q8rAISFUt7okng-;TVOfsMD+scHOOPp28YL2?EQc|{wOj4a{
z1nytL7-2ss^&uN;qK8MKG<lWJAjQu}fO)6=&r(!}SUWR&0O<k35`=1AyBV+!@^}+<
zHCp}2+wqO~ii4E#5e*s{P3#d@rl`rO6leMU*D=tGjwt^b?PvZ09oCSQXR2%`-*{pj
zeehWWtaW&3pN&_O1u+|$a0ZEszei#GgjdD7aWGuqApQqdT(c({CD754X=3k)%_!gR
zd_jBlX8o-dpXy;EAE#>%LQfTCc!4B#fd9L<rpd!#b)se-$%zj=Z}p1==PsOziNk*7
zY40f=L<;W8`!rumS<G!0Zd;$jvd1~XeS*tTIK48d4Za49POkyR74+1r{UUaCA|L<c
zitY6-3F9X;U#qkf+;qF<-ooGYcVxcEG_=CU)d%KZym^0JdrKWT5=8|y535@wEhC8D
zNpqH{w3mF+236+`>l4m|_#CdUSVjQtHT?GpcZYZKW7|iEBpeJh)%l(~E54#B$a+dE
z`TmL7>suZ=`6#|NmR1icaF&{I(QoHyT1L2z=b*+5w!ZCwK^6DjMrR8HHP>24`f%6L
z%q!$G?}Fa{Kp7Yc2l{7r+Y{Y~Sl0E@kNdlg?BD0izgNDQQd8CuMn{sda6l(Qjuj&&
z@KnAjzn+^F3H>PWcY;)gH8itMB6}Oec)@_YrfM-OF3#}uqs1CwwSEb=Mqoz-vs~4K
z4&-c*k;H?ogyqeIU6lv0SR2mznqr~I7A8X*X7*-y7%uAxPD>~nzEy(Gz=_&POZwL7
zv#efYAISCiSIJl8N)ncJjJyOx<5fCY3V9{8USAkcc&t_tFY2l}W#;+t#Dk?~CGflp
zUy?XL-SJ92enAPX5Ls@q1AHhl$=g_rInf@(yf_Da1Zj3^gO#0F!cGesoa~@`>>5NU
z$oR@~Z;05+bACE;o&<hBd01<tX1Ie;hgKwiCg*oN{*-OLr;;<)K^3#5z6Np6NFE*g
z=8xudJPZ+PI~%h8-u0v<BOxzhtD14np_>UOw$qzH5a{(rgiBau<H4cWqS}PibuRCN
zDyWusK_Jd-4K9A2ZdRwy8sXs&&%&)}lj??F&QabtD++z%F*{?ep<MViNxSr;&VV64
zm=B?9VJpR(aFJZ;@r?EBtA*)uZJr3-N@z;$Yp`DJ7;RZfiBmbhVgZzwDvEt8J?71I
zl1;?`9WI-4d1S&=8<}vc;~QU$ncWNJa(x7;be%$NtV++XUuiN1SD^xbSqs8zFwMy3
zNcz&fUSqQeWNRLx*r!M7vZzkeGzomoReeoL%Epu1NGmL^yWgP8$)-`0Q)c2>#p&<>
z|1zJHcl;+#C%{QKD3D-(TtvuaT7CKJqH5$hH_OaoYiY!*3N3Hk55Mldq~@xYe6Feu
zMYXXW8h>jNZN=8=l~BXOT9K{YGD=o|_)&$EOua5v=uO9j1`Cf_;NNaVe2qEXA>&ap
z4$um9joadb_cpG!rE+6|ncjd3bej%#-P)ji$Sl&v5$>nLHuLU%T~2N0+e~3j-F|0r
zM}iQdaZPP4#&wEF2GmatKv!=}@%_Hi>HO;77;PBex|wNTAvzi+NKkv+?(M=#XPSoU
z^EnDSX`7zHGRq&NgPZ^A0u009p#}|=bR*42;blx<%n`1U#U)L5OC;La(!6`{CT8r4
z3L1mq>LT=197mrBK~~{*xq26dhvYhhphM?c!uBKnc`d|MCm9uldxPEaP)nLyf_-k7
zVh{kZ%FWmPvPT5mE+n_H6`c;b&nE$9Fy93o*FzH6D>}^$rdKwb@pexX<xub}U=aPm
zEwGz1WETA~Cz2zk_lfo(6<w5JCHvar<326}a!8R+&Xqb<LC10tWhF>D)t4DEG@KA6
z640|sCcg07mvLO}`fia#mTIIdf-=hgblM>fNS!`m5-)fuDC*G%O9%KVmL$s4Zz8VF
z&jCNi_aXT)w-Ju4;bUTpAm9AHYLzM?lC{pYSU1HuEz~EA?$L7F(2CHjpG(CDO#UtQ
zv`;F4El3H>R02FuSlWO1WT5P^HmJt|y>4-k;iRuOQ3UrRpQ3m(2KL#CwiJkLSmKX^
zR{B!)C$*1H*kix}6buQ-d2mX}Xckb$jV4==vr-USCTWE$73x4_(dEE3|FT*lsGf1r
ztMj-)z3h&q2u{jr+uHLJ$^ad7h^#_od{S^<stV9EZUv<8$?x}(OXDCz*l>6+wI@5k
z|M(zFitZ{)_@-1w!f2BmiGx(cF_8JbUVI3Jp!KeZdYOWswGj*6{+;Fo05CwM5uAeC
zwjMH*0m1UndhXilIa0?&f)ghnaWAi9=iV>~qCEkvMh*>taWpL{YCvkCG+`b*!kwqf
zIE0i&^VxlBeRsn0{3bL9cP-<TP3r7Tx}g_PTr?jV-0W`~iKB{xUXJA@EeW{TWb**%
zt9tJ93Kw@P(Sw%ZQtR1~#1OMZRIxf%i}{=auUSW5+#%s3#f69b4Oa7iputPm5Vh(#
zvGqsM_|^V>_<eivk*5`QZ{W5d4G^?8CqLp?(qDJZMigSX-6&sa=w4UVKbpxu7U2Fd
zn`_*DQ4x~eZS^3puZs>*E)4_*R}dhvB+_qbb{-}|hsdDX7i`7EqQ}QXg+v$dvt#bw
zx9$WPisHe@1^%pyyDKob9{Asx>EI#3sS4*Lr@*l)=!al)zg*k~=^bqznQcO{_7o82
zT5sT%m353l2RiV)(S)*wXBi=xs5087`w6ER*}IE*q<al1X+t4N6=nZU#H%t;U_n2%
zG<yZA7i1$vh)%jsn@x80PmlVWRB%ddO24#948xB{{|h00^R$4DyG1+=Rn$W%-nBRo
zn@X4V@Pv_yZHi(_%FZ*p!geOcS~V=DhpQMlA8E4P#)j)Cg^Di()))ocL&Y!!kG{xx
z%A4Pklkf8kJomW@1#)e*(W2Y<887K>wrUBKeffWwn9cGy+XShqd|}FkehCPdFlYMo
z`+@2H&7TQXBE~}ww0QAR`~?#sGcJogthi$?4_BKAOTo0YDN<Q1uXOeb2mHT~DIdla
zioYkZsw?Qx3-*o0ea|PVh}Dad7MnSqL1EEcnttai_&+(d4)!F(BH6J(!NJZgr>njr
z5vKa<99iV28Ce&5R-izsakX0J*!~7{u=9+_$MB<_*&v2w6^1_OdP1diJra2AYGS&e
z_%pzF*;#D0YZr@USt4L9zw{&s-<W<P=}b|@0iig9FXap1Yh^EEkxbxr;M=%7G>iHL
zy;-&wksQW*QTNM>wVNKu5S!=bC6WWKFTQZ!cK83W4A5u1uliAhvH#(>FZcKGgfN?s
zJQ=;y$@{m#ZiqyC>3uOA6`v^s4)Yx|;FZOd(R&s0!n73`eP&Tx+f5wX*Yi1}^s>E(
zdFim?-?1R<`K5-APjX*XG@0|P%oSA7zbhhf*9QB50Kyz(k3q%Wr(@2W6)gFNXz14e
zZg>DqCFg&|Sey=Mgm};X7z3&r0s0`2c7}q`z$tXxqO0E5#BZh5BesM^5xVtdFf0cD
z%fkd?=HxC)l5he4vE0=Yd-la4yH~BZz9uXnl#=<NE%W$FUeBt*<VNG|KD4U8Ny6-^
z@hD#{13Ezwl_w!)udWBpV=Y}4iA=}Li0yg5n)G7Z%MUFF$_(bk0CEGmw#(aLB(`1C
z^`KX*S~A_$iT|eYKT`Lj|H(2NJ9WTJ!`7@h($#`=t0!!Hb7WkC^AkQ8KPccokXC^v
z03sR6+z-9JWm1P6*HQ;Q@rx^?>=N41$*AQj#4!H&S8$Vg?q|62yzKtPxC>={nW_9)
zP=4Y^mq*iCw-oUr{x>OUT0DFnZe%IX9~u;`D^I*`2GbIw3WEISWl<5wBGiL(h0)1N
z1*Rx<-%x&wW|asIsE%ugwMFeG?^AMUT8%kEGSW+0?k-m;!Ad_}e2YzWj0%%QDrU|T
z!$?XQt_edLuKz}(l%N58eW)0rAy80d<S%uuFwhqJn%kNG{i+O_@_hNJ*B&2EgR0pr
zx^xJVZ8_|xaH43kGDv5B-lC*PDZ|iSM2~q{p{_=U6`>;g-0ix5FsccJ>9H4f!-pEY
z^D+wE{W{ociT#5-O8H5MNW5b1V8pawHN=<6K=Igl#>`a5JXHMpk?9!74?7g!yPn+*
zaZ!E|I;+QXu3sC=Mi*mbE)J;*=k)cwyqH4+YiUWM!iGXMi+Vky`8JQf#-fa!#}5Ru
zbMy-+lq5+6hVTXoM}zHbeO|n%P?1@CIyH4m&6ob8G5vFW3>_ZBf!;~iczNTN5JiKP
z5*CfJ!?2KTs5|j_L4Ol;ko^~Uha3imnxARWUrqZk0Uq$Wq3V38bw{&7{ga}aJNah>
zqv??|`Xn9WEMt_R)=LcOnoS;QcuRUw=%}^~P$~(V$oDHw!KvA*B5x&cUy}S)uRUjF
za>@<+r0@lfD@$043tHE30xmG1I4JH6o<iZf=7~6*s1+h71z=Q}c1O_3{0yWPkGh?C
z3})7CoEF;?j8GeD`t=}Dr*9%0#I<Y?mZq1=&%%+DCX3>+pfE(n)r#a{7A>QAc%O0M
zN-%<{BkmC?<<xpFl^G<V%Tvk1vVfZXU|^wizL=IaY32BeIHfI~Y$2M!@9-#l{JFN$
zO>>_*yTgb@cw-I00>c8)=eMb5&;K~_)MGWi8{`bvEGrg}<x=vhxF<${=_VIQrhv_q
zdT-xvl{tb>0Uy~f>`Z#8EEMMqRqe6I3SJPySzO@3hln;7rd_ykCaEoqQU;RI>h~M*
zp%jM6MTl>FdK&O^;_#q+If6Rx*BEtU?eJh@Ze{2vN~|dBbbJ}}hams+xJn-5L@7Yn
zC<e<y)8w|Gt(5NGQTh*r+zU+ufIigyA&r20p#`OJgf|sn%<n&+Wdm^9*^3;R@>YLt
zl>TLiiuz}Kib+EbRGf(Prkg-!&VLTm8wFPmxG8lZ8NZC9<4g$9oCgq$I$1V_$pzX-
zVNB|-{*k*2#Uvm|4~tnK+N1;!+XD!t(Tj+t0H3U#M;i~WH`IV+I3b2%-kbXOi9(bl
zVQN_XbF%19*yA~4^Vs_l08r6hMneC|?F01%^AaIA4Hi|z)X`6SkfohI<Rdr6aMvRZ
zey2#Yp?RcZ_0c=IvHm==f!BRYY{Urnr%8~1@1}#AnQMfcE1r5}$?V|wzcjRDy($Y~
zE_A&f5tKgd`Qc~t+tko#4`FHT$g=(9j=TBD9`l)3A4Wx9b<4d?Hxr0ANfBQPaJzOU
z9W!~q5-3SqJo1|ouF^U0c_+!<wD-L4b;5L+g351=+H<vlsbMmjLpVeGMzVL-^~!k=
z^Ir7N_<H|V8s>L~9B`pu3I+63a2sIpCns}SNH|{q$)NW2D%nfxI^&4Q0Bgc(9zlMz
z7?|tUf1sKq{`sPq%^*o&qkmTN72H<aD#v=6V;%=mn=#I*{)JR%&oU%hIxnzOx3U2S
zvDuX#kCAN6<25Mf%Y|Z2<VxoJK_~FVn3u1(G*q#wDP3_KdKn^>F%Pd8$5=BeNs?jd
zKK|X-K#k6w_c$88d!!-KD{`PI{%usP*)-+?DVzE_dYU7XKPJ;i<)cvM!Y>iyxLR(0
zj8!b5wuni&IU$vRBuy#*IcZgNDA*DvYi15n`pRs5oT4aI!peoO`x+x|O;^(rZGHV{
zyYJ7J8V5L-_uzrP@TV>fli`?Ehuz8cx+_2RxM3oSv~<T!Z{B7ZH=6ZBZls38)8+St
zw`LLH{r%l8r%5X#$R=cddqF?*di`%&BUNpAvuMGitinlkk7cR`-oX&=fRFCe!2ZeE
z^)&&dDMGo`8!h<B$mqP^a#Ozwk*%}f>mG1Bs$_8)A=>Iae>juM{8_w^fB_*-A5{GJ
zX9B5d{=v11LM6jK)8>z!6DjF|(Q<#5xwmLA?*^~-eBY>!&D$F-@bI`^v@SXI$D*rU
z&kCPx#V*<GmbV8}XWyn%6fYdhg4mf`wDX)$d}w?fj;9BdgEtFd>UY*?{F#|64)XS+
z(fL2}qysLDDmf`pa;{YDn1CIRy=3JJ#|liZP8Ilx#~v&cO0e56EgF#O{}X$-Qavpr
z^WOCafz1-T05iB+L3Qrnmw0IjWi3IK#rh)=l!p5}Q47;Ug*u!D7rm~k8oR*mYCa>h
zf}1h`TbVN>Q`6w;Ll+`>v(!Nl3`auWec64J`<yBxPf<@#Ls(HDqCo6@;Y-{c6I5l3
zr*_*E0rZIi!A!RAvwVvCeFa|b0*f|v`du?0bRT90+<iX!u?+dSQvF(|I`kGvO5X6b
z{?+wsms3R!8k#Gh^is2~sIzD&&mPRF_vJ4*D}`DxWnE|gQuw8=dRI|~CHP>PB3H@(
z7iV1EAH`~pD_zxGK^8r{T3k}cw2~8++V5|*;1aH1r;+BD9WUhVXSI0jafjRuBe8G#
zxJ5ZDt8DbXLf?grSIm9M=E-~I1Ai{}s*ERc;I8GsOs5d?TCqzc*Ri%(#~{%wofLyZ
ztV%qF74Gm0DMMTEe!M6zFVEy&!T=hE$g<@yl{sv98=}^H+rg%6&$>AM;&&AsK3V6L
zPdc3gt@W6%#ZVx{GWWUQRk6P_nQwjhGGp>!UCFxtl*WhHpgi>li<W>x)i-a14h&|?
zf?LRM&%&<crr`Vf{ePgg7qb2zDjE;8UcS})_7WFc!v{{p>NM#Jse!UwjU*vLv(;E$
z;^gz_{Yq)-M9fNPXH?c1llZlxpSudT9?@4mV*YxLT2m?(Da}8h7t8UAQQSd!wMnj(
z6vru{t**q@E3~AIAB{l=Yj;%5|MTdbRjl3uytY_FOWJ?@S3y~s15P}v5yTqKT}EI@
zK?<s5WrMs{xeG88q#PmD&eg5rbgF$xY^$fPqnj?_HT)l_y(VX;&THUUpaQhVUteYZ
zNSXG@qZv;_=1T924ZKo&e4<X@TyIxVAj+~VJ2#U%|DA-uPn`h1@y@{S;|+cXHRToA
z2@6{SweSpb=2PN(s;=13y%`4E-&wMqIhZ<jx=o2$l=Dd`o1W0xm!A9*dLUA!T8BKi
zT<^Q|PlAZ{4>+0p94zDbp+|Yg@J48jiH7wzt-N+k8)_D85UU{+1ZOE_=7gj`BSKR^
z_!J+0*^Qgp1I1AhtRKudUlR+vw}zWw1E9|>L*EsT_x*EEoIdt1O3@tQVjZIDGO&N$
z^2RN%v2IYnLR6@OSUqGhkaD)5wAb7mJ>FH+b1%mc_Vs(5K}3ukc^?H~|AE*UitRlH
zTgWFoUepER@<MWIKkQ3Xd>cpT#hy<i$dEX%wiU(DAuhh))9I*-X;VRNinktL6Ewgm
zI67m`<dj=mJHYB+c{*iVP)WI27%gbV9L*$MSBxQQ<AT~}4TF)-L_B)wW6)Vt^)f3x
z7E$17#z2z`|5FI<Hd`67?z1W>x|}xAhpkxqr9YbRN;YNbxeQ@E@imE)aEh1g_YE?f
zDK44hh)SsJm2YKi%a2ZF;e#oKNU!YjP7>05szK29@0Sx>*mK7QCp3z)SxLk(`pG+a
zV^qr^l*i4&8G5%A85N9HZ?e<BCm#1$u`FQ{O7IWrHXyWPq3%LIpWy&LlgRsvi|xT_
z>AG9bVomvBhC{c9+)cQ1SnrK!xX*#1K;`^QQAw_V-HgeYLhiG?1~EpQpUT&3;uxax
z?#n&ZCzhEoX@}gj-H&*4bFYPHDJad4Du1%FD}13@jDUTGUSkZ!VCifLKWwV0xiiH7
z9JILY5A=R33gn={*QO|zhgE4BBVmH9srC7}uUz(5R1cESRKf%*C?m0Pp4Am+GQN^t
zXayPurUM-42C*#bY$~7>){M<fmtS39L-V8l7FF=1A1|n2V<=>SP|HjQ_*6SZs8&K}
z+bR!EgblZf32S)tIURIaF#ZGG@GFLQayii?TD51#c{vi|WO7!eso=nv(o}SGNo}U>
zcXxGy1gXUw`4eF$1@mJpBzo~hw6goP0@|`}B#_V#-Yn-Qbb=o#p%LL6sU6=nqISK_
z@!N>MW_9UXr3#l;{<`b4@XxD-Drvv_FfZUWU<@SzXGJj%a3J2}m-{f6d^b+RH~w-7
z!;PFguC!g7Lz0OHz-_N$6Irx0`D;rnI29RiyfdFk<Q|jQQHGmhW96*Jzq0gAv^T6f
z;$*|9DX1@a7g_}U^yMS2RGHJEr5yvFn1QV^sduZ}9Bsq(M0tPa<GUAA#)Rx_cp0rQ
zs7>r!QZyaU2h|hG@8TZE&Q!~5g%$!~iY!8R1<^unB-qfb?ZBt+1TO0JVdX8CYFI4q
z-v+5&|2~P~5+<`cr=v<GUx-(g^x-(NY(g3IiSak>EVR>V<|uzOOv{o{vqr@2tIJZ6
zbjo3SJB?|x>1Fc{JGvjcv=Y65)Qx}eWHOwLfS9a8Jusf<L*6nC<a|cJ13EsBo4sy6
z->u%KrV^9qqZn^Jba{Y%u!>n^E=G<bJRMXe_29+5Umh)^v@L%7640F9-cavGR5(38
z_4+8n5j+~b0P?7jq6{J~{DW7tZv5v(NX1KEyocD=j<UisTGbM29e#5i+zjL@)-})~
z_n+TxUXjkNNEDP=qGlD%Wp$ag))K1_F0&xJ`P9@is+fME6VqZMuqDCQNrvPh2`*;@
zsjn}BOX><u8aOl3rL(Md5V9)IvQB?YIg?C!X)~MhAB;WMo)B3oMzj2lnOaGmV$&^s
z{z`;9d}*UCo#Pn<Q39`=)M{f5{KzeU_>O@A!WA(;HWbFVvb*+7mSs18<R3(oi{obV
ze^QguAlV6P2vb!Hbs^>xl#m})y9h^nH*iGC<gaY`Zr!_9`JOWZ6*oGt4is9!zNfkc
z=0l1%r}{7xsjhDPPDoZ-TM&%y4h~vz_Q9H2J9}5xmiTB&=i0EIf_yFn%cJZl0{Pl3
zu_U9vVE3^IG2>0pWjU>mf8bg^3s7_w-&j-0hRCN*EOo!Jkg+uW$QN{fUoz(GetH*Z
z$m5w7mmp?e&CWCobMor1qBC;seg&>UP#1G+HjH_4{ro(xVz)+5VjAAR^xjRO28ptO
zwoZ&rq|M;!TdGQ}?|QT}LJM5#m>`>pHK`C;rr|R4@Mf!lkAa~pKkE^)=nj(JG0{L*
z0|%ipx4pT384Ka&MBZM1k84JM?r|ri4nbcA+Y&glL<t1g#==!SlnSu2ih#(YoTw%t
zrY=1{T}}tD<6I#Jnez7U+CL;3QUCzWdpDgQEaJ{;mk77*cl+;L0mOt2n!CT}C($x4
z;B9Jj1>V6aGD#vE)H}K>yTu2g8_8D!=45K(y+D?yES`k*UJfXZzKun)$HZ#R_!fa{
zw5gW=-Y5#>|5Q6ai<YG(inmEE97F=t_;~8uM+-MTT$ZqzJSH$hk~KuX3<+e<a9INH
z>%kIHboazT(x@!yJKMtHWOP+LqX-2{hM^>*R3b!*(NY7tAsAJWh?n)_32+x13#7r_
zM(RxaYSp=3Km?AZdvtgPQBsd32dLPZ554pe09|zyNjGpTS?VBfY~TG!)K0t}=+r_K
z5h>oCm#ai6?f{Yd{VZ9*gTP@>?lwf*yT6MXopf0w)F&)D%Q_8G-r{q2BLgwrT5&!T
zy&Wt;IvZp0knc>_s>=W3#us@gi3O2+Ou217I-eqwe!DdVtimd6SaSL^?>m1F$bHMO
zfpts@5xRGxE6E1a<rh=?jflJ3ehY`}FEdY=Lev5eyS#bf7v}v+U6Lm2XrI+mP<UlE
zjl<0Enwq}Kk{;B!BzU>G4Y;}2NLXBK>sSGl&=9P}|3E=UW{X1W%L@H&L8MPy{^Ga)
z7umj@^IcXQ`Qu*wupdKD*gKU#WX^1rNO*fn{^EYFae4h_W&h87fn)i7RPFuz%csVY
zr*VSan~#UD{}j)?m{@IoVtmI0{ugy3?tWhOttEFaF#2Vq)T=eF_2JahVU5FBlwF_8
zmqdTyV)HxS&VzbTd;W}`Sie<~zi%k*JfFS3lQ&Ovj&e>}#C@L1%i!!f3JBUhUw0p#
zZOrm1sVnBFSggcRVC}zChsc1-+O9JcsD{(BMdyA0iSxcj$cx1U2s&`0yI&qT`^9vC
z^c6mljBpjP{Yzz${NQE5?VUJ8ngy^i9^y02g$5E+7`4ZZRsf=3ikRPU%5~;JF(#%1
zjrB0wvxf~hwv}!3LtoSPuXxmK{~#TdFya^?C;5DN6NWgM0FTQ*zJYo$g5VQ+zU_T0
zvcxi`0V7M(foM0B05=Jrvo|$_76dBhlBc8Jy325<T2>i(Vj7?rC%?Nr32(0@6~y?R
zO+HdfB@?m>?x^!k-83tpr%aWK{y$W`byQUEAGSNd(B0ib4Bg%3Fd)JZ(j_1WN-EtQ
z!T<w;q(~|qlF}^=QX<_*gEZfF`#bMh>zqGW3kDcwPqCl-xj)yXK<D3jk+{0QC!fQ_
zictM~Zm;>WnM@`9D`-T!Q@}i`;iF74pECCMrbnA^0Md3kKZTtAb1hdCIS&ty1DO&8
zELe^99spiHN!y6}s2YOt@$eHdsU*Rr{nx$wRiPoWP>^;-`X1*FU)h&?h%5%OJtVnI
zkWqs<uyJFcXSRwlZI<t{>dGr&2s&ygtv$9;4cA=Sf}=q0J<gXch`+0{%?gjYlPbn9
zBwK7V>OA$eE!n-X-Pz*+Ccp%ZwNl-|(Y5-<1csgm9Ebm_2S7K*y1jZ#_F;)ZD`x>R
z*VNy^b7MF_bgBN`@1{rTMcHKL9{`-Is80@76NXOYo(ycbX5%XR$E&i$gaPnlx*h~F
zt2KkIKyN_f@}M<a0_PQCPSX7oU67l;cTaHIccqAiu~s7HY)hP1x+6Mm@@|(!!?G~#
z#W%fE-o%&&{}RVX^R;UA6d;a&U_l|XHQF84vJE~7n8yb^8>7cc{-4^=<VJ)%W@K@p
z=GZd^xs!fhZni=Q6lc{#7}yXDjsMudq<`(WNXweicg7m@{-FTeCXkBqtpyWf(xdyN
zijM6VtSSHNDcY_A+QRq<@`~twfmJI}^qz6BH%jQ6#CeS__7npuba^foxMJHuTbEY^
z?(!5UNtzbIx$I+>Sw1qIS-C(tVJPmlPuKgW!evE*M;hOFUg)<xT<HF9L&CCo83*K#
zllTW58BRaOL-q%hHkUQJ^?xbDu7qgiY-BWO<mfIGWN8(yDbWO3fy-}VkfJmpOx;XK
zrS{^Tfw^p}6sBp-2~wjSOW0SWNw&mY-)bz{4~+;&bWD2P*t?g$K+e5OAO#Ww3|Ka`
zOpx5w*#9eKvwKeLbK8?2(xxJlN1^%8=9oKjN-_^T?h23XANxaM%cGa)T6N81l^LD_
z8}%RBX|O`Pahd>)Vml2PR@fs@`kv%@c}Qwq6guQ8+{A_|QIhveK(XvKQn?B~S!FBL
z39V|r>=v1LF9pQ9>mhQMQ?Bg}y5Rtjh=P@B^O37XL^s4gy2>&GZq?-H=!XF40&@vw
z`04doO}|K~=Fh6hK#<0c2!LAfD9i$)QJ+eATYY`IfuE~8^y$c7=jdHQDKQYp5w=}k
z{w4!ak;?ReQW%6Nh)qQk1gZ;IfSC7keD1&+DWLew(p@!h*LQy8rg@SNlC=w9y#HnK
zwgB?MH3=noM(*Gop4pIc%%c{f6LJgC2{7^kOa-wBku&?T%GiLGkss-<a9k(~1r&J=
z@e%H4%!)t8Xn$*u-Niw`z*ze9L9n+}69FHey#L^N)aEm(YQWwI)&%7M;EUroX1C{2
zeYL#NRptspYSl>Tt4;*bsQ0&r$BKG67T4hDS;!|j`Z3(R_h0E*zK?VM+8_s}z;_M^
z|NPjeU)cikevrUU%W`IiG26gkZs1C}0s?M8xY!jRK>uMp!5ktVIbOx>QgcW>A*2wT
z9O~?GMPacwbET<{#U%<VwYn`9QZ60|MA?cU3(~!9^tdUw_lpV;$}>-jiuH@T)TAT{
z4y&ea&)a;M5<hv>Z5ilSAa<rlKj^X9>KJO}K$Sga!e$XhXkf>sjio^PzD=)q%$}N9
zC@v*}tZeE??Ms;}PZ3c*KBu3NvLpf~L#-(L41=+_!d}SU)XeNO<!XQN2|c8le68=U
zsyU^moGFXC=fJH6RfOOzbC^zp3UE|70aK=TysRF@;BszkS{iiruK8_RMciJ1DNyEM
zsE(<!2h7B4dh)Ab7II@GJE1vp_CctVJ~^udmiNUQH_ybQ^;nqBB}u&9n5=<{$#WK^
z(AooZ0k!HOUFQ9t<Zy(U6qcrGc|oSllrb+|xj&@a(GCON^R{ucsikFvUiXmrd*B~W
z+jFE6M(oZRQx@P<Ah)^286x}5dhPhDW}`S8vp}DZP}O5&`Nf{95CgW82L*DE@A<eE
zF2)WOD5aY|O-8cv!B#~{fE|_$mJgl5SR+l71Cs)$K%|J!x|_$EWTfZi8U;7I*0uN5
zt&sM1Z&-N4dO5JcFv#*=RZaB^a3b`FsArg<Y*j8lo-rD2;OTX*{WIbOyXwhsH%A&#
z@$Y`;8(`xtmOl#2I3~(;R<pMnCNM$g?wRzXUkRiyNHhv~lw=;=Qz-_SQ~j@R&thhL
zlXp6@Cpp3;mSlkpmmXjA%KhkK5(T8rSNH3Y5SNF!xIrYz-s)S%<u=<w661bV;2%00
zyWt=kq9yC9mJfmSrC;etqJdA=oG5(XxJ=mMxa(<Dw31TR+LtqZB;_1iLi_!6PIpAu
zTfNG>oi&Lu3H#!Zrr)^9fjw`)%FAUo+`VSvZiCcm_KJ8N<K9+WU7(VHE`cG8kf)Qv
z*o5IdV>bQyw~zDp`DPq=%p)V~cS-EuvZU*!E1$8KL=%oP?e??0^1|4-bzH&`{M55#
z{`O^dIPLJeUP%0iqGNE~HuWrUE9!{NTbMF!5XFxNeH4+nZ$*sDZH%K-{{zKUIw6X5
zaLk8Iz8dsmvU=Ko-Bg6h2u~43Z%}4nYo4@}vs34r7CkHcqO8fn9Wj<FB=;rGx8mbd
zwX~6BX|RAnUr|D^%9bWK!k9d*uhN&Akm>au?Cpz5h0M3Fr?kz;KL0r#d%x=QO*X=|
zmMr4uP+5<o!%sY?)C?YbO5>DFN`nJlWtCKEoTq9ZeN*l~_E!-+V}PjAkQ1|O)HWSa
z2^v+E)8K@036X&s?FaLl7KQoRg$rx2$3*Q$2A>eBKllX+m!}D7D;W#m%1O+aW!ten
zeNnsuyZO2=#c_p><{v*?uEivq#9LJAmKE>0b#mpJFE~`XZ&KBBc^TyDcyR06$B_r@
zDIAotBM}CUR&y2K7jbyD4Mei6I8WCM7wW}Lt>)$|Xs!nMK9^5)?DRcY=`|(ReEwoB
zcrZJAL^l8}ESvg!d63&GN8Yh|&;96JcXGQ<k(ya4NiW&4{-WMbF`k<rqn>?{Kz!{o
zG5T|<#NT$m`*vBO#NIBh3SO1C$V$sj64&od=lsQeufE$)j(Ap+rHQ<d){_2N*}YWJ
zKkIXx_}=R~*)}Xs=A8*5>5ld#w{&RR=-f+b*zn@}jh+jd`yqV}j)c8<Cl7lq7Rpyj
zAS5c0R|Y?&YvY@rbc}YgwD{X|a*<DbWnz7HfaHioxd}HD81s_r<Kl5aaT$^cmN4R}
z+^RJ^8xVf$^%57AY46!eq0{RQE>jZFpocYp_3OXsmY1iOA<ltj@GCUkX9ZB1wOwo_
zp+cJn!cS?uWMaeG_YUp8z3wgDB*@xV+giRNv&tD?WT0O4pPU{kW#HNOz1=PLQ`%md
zh20LcUrqINUKK+FBYDX3Idyc^w>fnMQKUAu2z<B4+MtOX<A)p)hxO|)nZW7hsaA7I
z{2WB;Ggw{T^`+QMD*BdIsxYlyrdnAj6;vgrJ;^Jp9DpLUo9;T{qFTy-(nMPLO><f@
zstf-Ink(MnR;wRD(@ZbhhjGKx(LkhY%e9YFj8ERG@!;+WFitBZPjdwO_wnj;b`X57
zL>1Y6?k)p21fI2<&qThfp8~=hbuGAVAwvhJ-_JXn%inW`_Lj_=aYkzvOckc~*}Q}*
zZi^WF9F8a+`-xbm(hpEkJd%%*{CJwQTS9RCpT=Cub~>d}d2n7%TSJlQY*=<}naJ?F
z;je%)4+4(J+j2-mI<6;F69|gX=Gw(i$iEG&yj?grv%6>iyjR)PB2sp^_!P0FAED*s
z@$;ElBu}nNci<-pn;hwxPlDB2EWX{(RNb=CHG5BotJ;6=;OFS;i<R+a*@HrAa$bSw
zYxE=?5}&>IY9;I{ecX$jdRNB?Q-S;d1VP&TnNZq{WG{m9Bjv=5zGAOvdec|Jn0!Bo
zAVXY`W=%*4N$5+qJ~*C96PL}(&#uoUjWn5xehLgan`R8&CHgy&Q#R1M3i0V*_O!D(
zv>1XX-64GWo*<p{#1`{DZ4NCCI0OLGrxY=2a-KG3Mi@d!2x`r=uL5CBbh7l-6OJzo
zWz_Zrs3IZ1+XS~xv7~!#V{{e_=cznqI?r{Qhv0F@dj_Y$Uma`yZaxv^C!UQ8GK-6y
z6l2F_d=@v}#G@aDFwlX4b4mDsV9S#Llqg&6iizFeFQG#EEyehCsieGN5$MiHNsfS5
zQ5iW$g(yiqS=uKj0l+N@G>)jR_h{l+lANE9&;&6t(6@l<Y+92@J0AjR`t{LzbFHWJ
zF_Tg;pO@Y;Pf=Wi<7@AIVFow|$wnWvMvP(5+#wJLdCFD{3?E;`f_uc@Dt{=`WZE)j
zQp?o7vZ^qHU#>w=NX0>?xA2EbS~9P$icyIk9NukS$X)wlAP2jDE_}lS&E)R8NAeSC
zJT6vIswoGGCfcGAR+I&@D5SH^??2Gj&*H$YocX@%-?J9|P=n#Wcu`I?5wV+_Fgz$+
zci$Et-4epO9$7_}=AX3|w^jJbPk3Ga1Nx(FLo&vJL1iTrGBs@YT6?QBB&|4`(^R+E
z7THi>quWf!s<IkQTFuD3+fL8VYw*#akbN=7Ojg>oi|K~}RFj9}4=PMG^eYju{#5z9
zFL1lj%8$r2sP&K&*g+30Lq?@aMT=^cs2Om8>Ki;4hMUfm51WqJb06*Nr`)Zqzt|;Y
zQ2(|e7<qQ~>ZS@UkwiHP&E9yjF<0Pz;a%ZTvNZ*C2>wYJ#+Z?+1u13h8cini2)V*v
z=$|Ys+iRIJfO7Yw(7xrh#Ua=>uTT$9oVJzpS+$S6uzBsjP_eaxW5Nduj<*DYnTg46
z+NETtABmWDdqilFVMjri?O*ncMCIY=r7)FnyOQ(>EC;uS$PrE1+Ne!5YpGF#+qg8!
zXL&Ln4OlKeN7#{LT0{r(mp&9)<n6buLAo*X5%}m`aUm&|sewy>jBh<6%lORYuN6x2
z6wPZX(#Ui^yOvZ9Q&TcaS79bvd7s9xFuKwLBf@bg!ldcBY)a#Ot-VqLY;F_HB_{x6
zE&?}cI<9J2ktzpHJBZppVle>hBB52O{|TmDqeoZcX<`2FeO|BOA>JvpwquE)QgUA;
z=oT^tT!rzeBw~-Bkrc53mFx1iOyAvpK-rCesztT>hX~sSA93B%A`@<X&VWerg)tbA
z{Nig0M8=05;Xs)7ODei$w4yTgISLBQd&%{lNh>`~7UHNYO0+|z>}J~Z)h9+;#3*F@
zk$#9?Z^*Df@HiPD@)1-iedP8{Jn7XV!;@oIi&A@HuEOSgr?zhj_CCLlr|ou;(5Lm`
zTSi{I`3%m>VgJ^%BV1C7c9ya^l)ctFgGCgW8NNvECe@t+3M39H`LT)}lB8@iUr9aX
zB3XkVDZvyM)8ZFVnMW_gFH>Fgda9GqyG=U#opU$g4+GtzNAtYt+}kqd-eQhS@(dFD
z6cs)3kYIc5;?WGT2*!+f;hw=W%2FeFdVgIVa<5<V)Zl+7gBr>(tW~Esgzw(yAy7G4
zEh{KLG(Q1NAytC9n)5hR>FX^YwsPQ={@T^8O)iY~Dh|1pc%l{q<cm~utvlVkU;}Q<
z#T8=9W|d*suK~vZ5+DeZ18ficnk@5D=fIG6p+fpi8()}!^5sc%S2+(bZ|($hCiKnq
zKWwkjF2t5-^>IIsdMWKNwOguse8l{0Je#kmk*OIJaCQCdUwlSWD4XTp5r2D)M!_2I
z7Gp0we2dtA<z{C9#T*@KwHoyH6H1{;?iOJyVmXrwYP0UFVb95Q0wP8hmiN{PG^TE?
z?LH<7n`(NR{_njR0{wP;*kb;~J@NKYL#C+SuFNG?1548g8Jt$#OsRD_fSF8)VA{|>
zI9~?XURgojzp_<9wZ;rL1waNQWWzSbN=gaEtSG_vQO}QKcOtpoE=|#W0<6}IL|AzV
zD)0IiX~OR{aDbZV6KJ?QPI}EJpd7$$F0DKuT*xU-(aVLKy}tYJssN-UODx{ZRYr_$
ze@S#tQdSbL%7!~}JB6r}3=m8v{F|3%L!`W=_AEsFJGOet4;^Vw()_2vQXK3rk6YC!
zxSW+ae7BBkcyOAP86NzW+5b7u-?wHQRjC`Z#G+lY5c|KG&;ybuFl(V6o|$YIvxpKV
zWC^Hox_Jj-^wSf-z=fFRWwO-N6XIRl(mu(4^aU%oE?({##7k1@AvXVko=orJLWtDT
zC&#MQZ^h_8XMnx~B~SC_27>oGJK3c7%w`W)6~V^S!A@ik-T(gqcld_Y#Tfs8pieTu
zeEZD&tj0JUP}_6|uJrr=bIDwhWJmJ!CGjWv>!c%7l;D^B!a+hSmH$BMXh#h}{I`bp
zFE5hLu3Um+obhxePmT#2W3Er403;}`Fs;Y=Uf4Bv7*?w*Fow*f+q1Iz*bq-Z)VpkM
z^U}1S5U5sy>aMQyvH?0y$HC=$F=D$a*_x3_Ue>LhqZ>aVd;PjVxwQ%9)h4}NY1b~Y
zZmB%(R(xYKSO)7i5OPiX4hX)%o`MwfSr9<TM204VQ-JQavKc2H&B0=&e*lZf$Ir@(
zu#_QVrOkcK9m5h2PQ4Tk#f@nWCT|5B0$&YEbP$`%v4%qF6$61szuwDQXv}9_PYFQ7
zkpn<X&p`3x=z51k&FB7ES8vr}waO5Wj#N`x0LzxY+`M93C)p1Yvatn>TuK}XLLBU_
zidOXJ;fiSjmFq&yB*>oJQ%ANvt*o#WX4A(S&+H>RBe<C^?z!ujAXtkku<5o<Wj*|N
z@(FkOdnKE%&A(hr#y=Fw2*aSa@=-r{Je+!`x}u!+4GxUow5B_s_?#zvMdm`R+8XY!
z-IMh6eth7J%T)oP8;WH*bzE{3F=Ra*qFR<~LD=!?e2{=#wUw+W8#nq?X6)St?__er
zXAp5}rG#O{+PeD2<`L+>H_1+Wuxl|ZVb}v_i_7lAG7e?&0|#h=3%F$c=}s_R^ikU)
z>ADZ@4A$7T7Kb}uqmJuLT0ghP__M73M&F|KS(o~%3>Jpg0c5N3ZF!pA+7AE+!nSKP
zZw_SveQkQ@3^ssyy1!nVPz!nd9+U*uBZQl7?=1BK&S@YXQ)OaUpHKsMotux}-9xZh
zRDu2^zyK&`8zS<4V_8873?Huy%t=8*YMX36dbmM|0#9E9qtQT>_SN`VSOyVilj!*3
zazs((+iUgJs3LyPs-C$@d(Jzd(|CzX|ID8%QorVsq+I?9yu5y8Qy@{4^>dZ#)4HgX
z0oMc>98_WHy|$^?&Tns~!;2`(5%KzK#lX3rAZbT85EjY5>HFe4x%<4Bf`DvWaY<rX
z$Cwt~D~Zd?SU3i{cbf=Jp6}=m<1h%k{>|FdeaH|9hI~jJ*_0sFk#?9ajd^CtLr5gQ
zU|^drMml{DI%sxhHn**y6Rl7i!aYFc-ZP$R_Wyoj3W&sbjy4G3D!#XuM{%>M-G$Sr
zs?8#YfMH{mB!O!n@%B9i2&ghj()l(jZoLa#xtn@aaI5E+V?f-t?0@T6&wyuiHg6(#
z@o!vQn-of9e0#Y;MWX2m|M1PiKiLEqYa4)C=Pp$d#-P>T2C&(Z*~)hTtz0NLd4EN!
zy2nMuc;`DsL~3K~<q5#i)E2>c-K$+R*Rd4$iN)vkCa>J|pPddUlRh%%eN_&*Q6H+-
zUN|}8PDgDA?Rx0tqm470;vl7nj85+#PLUDBWh-Z!e~*Q|qsU}MUT<fA(Joi#ev-bE
z<o#7cMb`zRk$hw66smd(5;fENF&Q25G-Ues$$O%w<^+xCuvG}{7elmgKcS1FhMC*T
zy-p<l%D_cb5wT}UI~6W`L*%KGsQ)kCFaH-(TOWc|{qMoAT<Vaj5PDs0es#TI?TN_O
zl$8vgq9Mbc=_}~MlWScaw^T_taXCgZOd9b4%C+OU9~bdOEY6-M_v<H>0LoZ}=YNMM
z)n)?ayu|@LZYy&*rC&&He*t6&l=;6WpJOdzD?Vy&>mY*6Xon-sI%<>QS?eAZaF0{0
zjafdDX~CJcml{ufnzY1+UduN5nDwf6YfkZzc)OY@bEu5Jbw1rJ1M=klJAgl&i!scJ
zE1MN?RP9j_8<?l)#h9@{5c}fmn`N0U+Aq(Z@j9aPdRA_gNd5PITqK0VO9xhz1a+Wv
z{vpc4#wOabWUKPX6LDGj7_hLn4yKhr;9Qx0Et78m>56GlBKvOs{w}{Bx1mX=xq{z7
ziRj(qixpR+B&AEisR;d<SuYR2nKHxXuR<5;!yn5uUzLHtsUHK7oMA;Eg(D@RVtEiU
zUp<4#T!FaowcGxeY=z47_Jps;VrgWr?1XI=;ig8tA*#@fFr49|BQ=kyu14G)9m?)^
zRGTfkpBG|C?96`W@-Ekr;K9RdtJb>jL4nLslV$xve%j7><z4#=2J;D#ni+8Pga*EZ
z)QQzl5qLKzOGFAq@(L{t6RRM7*KQ4uTj7tdC2D`_Xar1ADV%U)s&S|dOqa?l-Fh;&
z8lCReClNap*!*B+<_-s2$7<u@ANA#}w-<7~BGq8sy?nWZ-52m52q>eL3zAoMf9a&8
z5Eq3Sh-~7K%_tdbf;LS}oMb4Fz5NX^0WSjM_|v1SC!hRwc6)0iq6_E!@KnOw{^+r?
zpO!2Zm$I@>QQ>WlAi^EAi&^2)EtH4_`<sR3$EuqrKPURxLoBB&5(uCFnCiApWKF1X
zd*nrnnGus#jPQ0nc!mNz5A*L$>W?mH)HnoOttD2@n4$%~#ySWpAD!0-vROR*@;eG=
z^YI^_WkMvEUY}pC;q(2S!b2yNXiN#%PuG>;KL$20N8HbVI6iEeo><oB=V|U{Sa{RP
z+*~CVyCAQttEqoIQ1VP|C_f3NTB71qIzEcGrxUtXjYE^DzF9fDFNg$&*uzqMTeF6!
zVJ1dJWhU5CpEMaBTz81V@D`xQ;$vi8FM3Ics@Frj8oRj>PlN~N`ti!`u^?6h#^{>A
zwr=mGdf>{l5Ue-K`LQ;bl|6H5_qK(kRaH{{vaa16@s4j@&2Cq0`Q8By(-@pz(78~_
z(}Wn-A87*{eN<2wTPH?62aMl+DKKC|s)%#b?_{Q%aCuD1&lRQYR+FtgR6dSd(1oC}
zs5&~Q>*pJ?{p&q(pSWUa<}wrRFZJ?ryhS)YiL0@FxozEk@9i5-L_>LXgF5En=DW+i
z4LV!;ZQ5@~jCby&b*2JlR!LKn35D$+ukrnE&JyaEPXyaYw#!W-w67+qYGAbW)*8>7
zYfit_Oa}(9*Hs6V$aLqiv(1TqK6g7w+s4&yGp+o9m)odOBzBpKiuk&~10r{4TrZ>s
zN3Gc2I{$bkQSaMxsG9p+UtSETSxDDbXM!0m9pob;iUd+{-TvVG^+Z3-VO6LEDu{ls
zX7LH@a^~tpmXoevOj&Lnz}pCQ&#+&(CZff+gs<r90+$+JI+4qeQM9$0(qU`lMurJ!
zOvQq~^c!MPQMA?Ban|Oi9k3+U;j1UM&M`=?k!#9A`chqgJrW}SJZqHBc(?OvSxay7
zNbKnH^nC;0U)J%t*15nT(!wCDlN)^;xkszi>lnVUa|#H2ef{9t$U0oW^NC*3c<yrj
zm3!jzCyH8+X17;4pDXrwa99*8A0%fEdk6Rn%I;b3AH0Jfs?EOq`GWhYOOf$Lq44y2
zkD))Y*^#>>1-_$=F|R}w2*5j<r*~$>#1jh`ry{oXom_)Id?4!XbkIs6*R9sqlU=mM
zKH2(!L-=4%?0Ci^)S7ZXFKxHj`U3RF?c!bCHf}>ahD@a%RPm-vIh5ea5Y=E_J)Hde
zH}39(hODr0pT{Wmlf8IA)T-U<P)Md5HUgcfp60~H)I^{`XbyBjE*y-+B^(43M#Y+_
zm=w-+8~oXd$YK%6Im)SgTf+uK5mAXz2X}|;R#Q&XE!aPM$D39S_KX-68i{>z0Fo@O
zZDN|^&^-&;B_(UCI;9;V3{{}M^xNy9%I-oTz3S^x$=2k|i!FVqyH4^C<u4`ObqsaT
zU1Uj`MNAsyCw+&%XHdAuohSB7!LEx8PWHq(o&MWrR)%r5m*)wKnLq2EE4)J08k8So
zW_Ix?blR0DVMe^L&M=gqOtE1rXg=5esNtTy6tPYGawh%*m)V<x+h<QBi&A9$8qmu_
zLdcANJN#iR$GF>QBT<nr9rVvl9I@ATco=N{32sxwDmI^L_D~^H+2-cJg=x{#gEXqD
z{BhQrR*YxPfYiE&<BP|38g6RW;0M-tDGz{9@#cU!v9ixk*(#Rbq1Yp#t+zl0_YV@+
z4c+@SnjV+O6_@J0`pQYzZC0bVB6GqketzT|zq+HevpiraC|Q_xFrsUpUnN>vQlBB}
zhFHR0;l_?iuE<JQCl4WaepzbSZG-Wy*4X5aw6Aq6%OjiS@ue$HZXdm3wmWGi_6a%b
zO4_evJG|R!mDaa8Kgw1zIhJyTGZJ)ORft1B=HNhI46ia?$r9<6h{V0Yy-`FTbqpyA
z`_<kmN&LA(YM!ewv{U;KJBY>TIbVwLWRdjuG_p6Ynq=QnA=Be;VUKi2{vrXdzul42
zL_(-^?IDfW7*AH-9}o36XiwpX^}b0hVK29<P<f>`S!!1~nh&D7UKBaw$cSyY2=HEY
zHwX|uG9D9i(8GS&F?zk%S1_pYj<1tZsWC}%;dfrwo(P4=m`XN?tl16|%b%M>nMwUB
zepqejoI`*5hv`g1v3Z%ul!JDb@GD#u1Pa|y_?0yoa-So-4YI@_Edb@T?S3!f*tbo6
zyrX?$LSxCSAG1zTZ!lz9GM>i|$mNWx_rYb{&*}@1cp=mfq4qq}+YkHcji0A>Z!M;r
zc#{)oc^;-CD>%r7ZbUa@9cmj`?4O$N@n%F!b32rz7nFTI#^){p7Of5|b%lwMHZ$^4
zdqr%|w0P|^FO1D^eA7Y)^?b43yo6O`B&}=fm`}k|1%(jLnL08Wv`rB4DS^Kv(T3&y
zfc<X<<yZ&iaLvptr+1urvc|I#iM?cK5qk0FA!DO$nFi?UMw>PI%`&G!a?I0=fRzUE
z1lxP&ecN|2cqrSzuKzk&x;OR7WmV^sk|@vRwy{6Fgvag#f5ROF*7(vysW%@Lt&CnF
zSL3Y`q^*&3k4XtU_==p+X0YfQ*Ote?l?p0MK=AZp^j1S9wTwxD%dwD>-1-&0-IdLV
zjbRc#0zXAyM+?VSna(^wp$5it%w6c><RNELT(cUDBr2dlC~ti|+Zn@arp##bN#amp
z5aZBfIotT3oF1=9j9v0qmRbr+6bk*&Rq)5g5jqv(Q)!s2fjc?Py3`jW&NUNB7|yK7
zzj0a|ni12QL2TVae1u8XQ#sdic}=!E|9jgADfR?P<6)vj<MZivms@xU)4mvCq$-uH
zIt<&G&4Tf%A*BkBQ}Gw=1vn<J&S5?R#tI8W<SR1?uQ1Z@aWKQ6oCt#gQ=V3)vC703
zJQivVg{=CJBGtw8uP-(K7BOPj8+geeH9j!CoZDMT)6$bk@%s41H_G4!!eibmgwR<v
z$=EI2RgXzDeabY`8<TZ9I%>N_nnAca^HSa_<D%q~r`y;ZNl$mNZfm7_!mu3)uC7Os
zHY(*N9+O2h?1S#XS!fdzIQT&#@n-iw5PVO#{zpN%3WqIJlNQ7XaJ{%h81fv$;K=Sx
zG~1r|i@Hyuc9|K)g#7v(+>}3cIYt)Lnhh4n=F{L4C`cMd58Ie9*nzx`x@n`MJ%z84
zDS@;R+*fe;tJ1>s-x*6JQlq2F%dQMl=F}EHjPQ>#hK`G`$_yHv&k1#h!tv)MC6-Bd
z7z^o%94mw*&{6~sM*REuVj$b#pG~Zbj15nDZrtZp@`IIN$qt3BIM_#-j3PxkDLTL~
zc0$fh84OG%5C8iS6XjodTSvfe)N)*09?aILgke?%dsjYus#XTHC4H<*Ndkc<wRHVB
zsQQM^GX_P$2q2xoQ=a$1d6@!HH$cOhb9Rq{@@YA(tX%M4#`S)CH$5EQn^~X?rV{>V
zJvomk6?P>h=|SK#5lVE=0!1*O2gj}F%ye}lSrq`Rk#J?B+n6rkgJ!z-fNqF_<^2mb
z)@U^9g}C*FEp0rAG9fp%7GsAZK==+D?Q3qVV3#FX|2O5FL_wKR>)&*uPC%5;jANRz
z=yVd*MNf*M0|SIWWyJ1V1FI9IBf3$@jFuTSWzfOF7$?pMX5x*zS{jJB%G@iiXVASp
z`q}f-2&6`VI8Ewra~E}zq9_T*?JJ@AFa|MO@~h(LV(IG?mUxuJ<Hng!Apu0E-~x!3
zXw^vm3KfL?Z36xv1y!1I=_nqAM5Bh}42{6Hh^5YK`C%jIKTzVL<5QwB>_{RjFg%Pl
zHG^u$bFV#FB}F{OMuNnf_U!s!z$Wr975n!Qhl8zGNc)6HPe_?zB^o~st}GZ#JjGME
zw}h2Tj}MZBWZ03MK5;oUfNQKDe}7b+!*Hyn%AGPp_Bnw`ju>2&gYj2hkeBOmYi2<q
z=!W8~(lOTNLUPJ-&(Oe@vAYX+yGQ6sP;AWZK}}k?@+YKmVFW7q6D^{DL@bPda^lI8
z6CowA^|dt%H7E{B1qO#nktDwc%seN7u2;(q4=<iR6lz`JPg<=He9lAqGv6ydw-8L&
zdN_~A>Nw`v*tjZdJyWoBuX_ItnBvmeu)3w{4L(l&tk1mk7WS=yU%M{&rx!RrPaRtv
zXuoL&Yd)|`{=IU}1ICD)asEwguH8g+gx;4CqlIjOlFZT7PEM^bRS@Ij>AB}rVL0mK
z;j&I#zUD_f7W=@RML$<5oQ$gw;CJzF#956zbI<JD6+I@5AGI$h=)TpHcB6`}ijB5-
zcYDDk#zNJsR-H!Q*v-YdF8}!5_Z!Z1s3RjOAA9Txv(=OUh)%7GR(OG6XhncfOpTO<
zJU@zqp!eY9@*qRSVm-5tm|z*;xMj8aUG~$1NefI3ImgM})PSskt2IFgLYUXFN22PK
zSw&Ti_>pXg;kh<2*Regw5~pS9MteOU6K>45ORdn{(SmkZ^%lbEIZBz5-Vyy3qjB7)
zjYM6|XJxu)I^X}gqn!e1dhJilVhqex4dWEk|3OtxBo|e}6pn|f&^Q{SL0Cu#F3P0I
zP~?>`58m5m?b~4|^>U9d9_USf9!8GK{SvfPo~=0$F3H6oRJRw%ZB5F>?NO28;f<6X
z<fN5rm+5nIjCGRW$SI+3KKZQuA80KS%8D5mkJSH@Fk;aOj_;s<uXMV{IXb97{b97;
zG6(cmv)__;^!oPB#f&0DEA9DDjxNPWa-)d-MGh86u{An3(B%CKflAvQoh<P;h9WL~
zU;WEo3H;d_lHK=ddjYyznX9;Gp9Y8HSvb}P6t<lj9P_AXwl9BoCZYnl#Q;)xwimD1
zaQ<o6!|+#>k1xjnl}!-;@4Zj?LN>Qo0CW?0EXZCH;o^qbmBK*y=EU?%efjYmfM5fF
z${{jyLa#N4QTQE%(zlm|5`=8KT1&eMLI`VdTZs*)B@X*86Od>F(4dkd{;Iwj4@?&V
z-_;#-iTjvr&yaI<X#_Xjv1nHB^v3~$Fe`oc&0ucmn_jWIjg?#qUDTU^_Ub_(a9r98
zj{4k>d!Hedy}hN2J3WAs`k%I*&9=^{qzFgur2r4JozRU&@t^Z=o9a^^nx~_g0w<vw
zJ3kHxLSE(hW<SayL0putX0x9qtC0YeI@kP&b&<S~UD@=Pq;1z;jKlfz5%R3j@_>Mf
z%|;V9m3>O(-p{u9?&+^KKX{=Dl&dxPM>Y)Lx&iaW+%85S>C9@2*t0=V?Gx(bChrA5
zkTVWT6bDi7HE~q{MnGxyi0w`y9ygpZcE!>9UzroPSLqt9mDqy~2%gRtX~<}#ekHZ{
z^MR;Hz<Ah#mQv)?>$+sL%|I0Tu!7P;JLu`>!~xl|{{FH>T5itr{bK9p#x<}&H)lM0
z4v=-&Irgfm5JEIZQP*q*x*8=v4jNNWgnfYeD$Pk~L<&Rr){h`ZHB##^V37Yo8c6GQ
zzTYT`iIf}FUppLjQ4|VcjJFG*QheW7<8mZUTonCLWL*K#IoQoC5Yx%OUqgIB%rY}>
zaNtfboAm-u_!)fi(Si_@egf?wP90|!LLqgpC<1{Xg$O%PS3xNOb5iSNGzZ7hUg_ll
zN>5Hnq<7KjiHH+!Rz^80L_o0h*42`v6L$(6&A)pV-G}ymd+MS&V$0H~AOsW(pdt5^
zB_$Xn6=Bvu5te|z{+H%ii;*S?2<`j5t?iJe<U3Ng(B@z-11(%GWda=frGK4FBva32
zSk@y$5S~~V9g46g&uFdOB4k30bTsUF`@Z3=o*oorZhra;W%;kg7kV59vmZq{Lv?tP
z-J+>i;+swyD+L`uSh=kLZW9I>+2u{5ulc$fb!7^H<dsbU=A%YoH>OTyC3}|c^QVW1
zt8@b#`jt8EIwEu$5^n{)fPd;s-9O)J-cp(Oh{9|-)p}}+GNZ@GfKn4n$~}htOQ@yG
zkEbaZdtf_|1d|Gu2TS>XAh2czxwfNP`8Q2qwzZeU_^|Xy5oJ%2-1wm+4$3lrxB~`f
zB_2p0cV&h34j0x@-;Z_1dv<h-LZC|T-)?<oj%KvYL|d2bkW9$b)C$9yvmSX{7d1D&
zfs;HSYC7KEw|i77qlSnZK@T{#*QA_bDGM=7*5?oyc^sLD2-_Spc}?s~>!kZP%>#2D
zd9{kYi$Qa;OddDhU4tjH@0tFVP=)K$?{u``=2yeYKO_(z_@6TkkJTJ53AAKU^z6Cg
zsif)8!qOCs;b93i!hnIVuC@p|q1psJNy;f#ew{2V-nl)%`eEYdMI!Bw*aYrXvSV|f
zQD^rAtW^4*1EIx|KVKo0db-xSwQ27>HC*j7J@FhM+@zVfkb$TgI-YD^l8T-K`%FUv
zLs6#^ju(Qb9Hk)$9FN#or<56dK-8KKV^atdYe=DRL1O_4j9VMGW?jk04}6sQv%A!5
zFy-|zUGEQ2g_la{o8r`hQFy-3#)QK+p-&bb8Bm4Ijvp&i?P`i7k)zqtPyewUapNvr
z=}zq@3MoO}D{nTwt#FrtU(wI)5dT`JGaFoScH0`GX!PG}hzJz^{_sdGn5&9hC0!a_
z@$N!Ek%|J$S$+SWI?!57T=a#TX&*TEWKvS@lGieN)YSH>x#zl|!&Q$*I@sLfl+O7e
zf!6S==iGT%YAvrFzRoH1ByD6!U4lTi=X7D5IO{adUSQO-@iQ$e_^j^t<Hxf&k`3je
ziv8KJPrEq$ftKcd{<)h-jZe93Ooi?3q-Y?|<2K4na{8mv0Y0|?59FH(JEF&9)6>g<
zbYQMN4u$SR_#cR6xyc=>Dg5bE=bI(|)I}p<Wx@P4{{Y$V+f**FHClTC7`?l{e_P{8
zo1W&nTu>C=lq#+~v^`wZ7_QvR@B?7<p2Rrt<#!%eF;{i=>nY7Rc{6JPM~$Zw;c<Mj
zq-;>FD|Stfbrg?I*lWOoe&pZYW_xmUZPOvfv-R}wpqrh=v&Z@NIuCdSI;_ZDrNCi)
zXmYG@t!M(Gl9!ibBJ;AxpU)!8=&IK@I;^GDvR?QH*u6eck5K)!ckZKsc=s-NyrV@l
zPWhJ(<9%BJ1(MvR`0g%pP2p{4H6xw(f(O6p*8avb;iE<2k(756<gPg#0`3h6^QG6L
z_Z9goOKN)DU_jy!f-O05B74@VVNRaVC{}82c)f^gXR28{NQB16n3NwR<HW>u=X8Oz
zdBELWQJ<8CmF;24inJ8N@jQ5my2>hJ+vl7PXXg+jDIzHDsq$?vP~dM7<8)kEspYvh
zLD2~Tm3J=d8YSgR7`T*-1wx6jlOvfrIBXxQ$jd9fWWc}?BUx$*@~^-ga5Q3vB!xP1
zN84TyXTP0nf)eLq*umsi)rR8e8$r^wV+DOn{!&yVD`EzKO_?j?-voRvKMj!g^3>jY
zL!ME_gQ3+#y!7Yx*miQUjtqy(HQ4|3<W?j7TN?R9vnLsz!RoJ=ms`Ca?W4@lK=<#z
zejE1e?oaCRb9On=I(X>*YC0Tvnb0L9^^)O%W}~ifq=%P5I{k5iXjp465QkvkN&Op+
z5w#i2{3hL?7s)%AIY?ZA-}8e%y1kHQndHVvQO7;~hXXoCs+!MH_$MpBe;>WB7w+XK
ze}5#tGk(574;6*k8g!apxo_<*;wzmfXmd?95IlES{mIn;Bhs)gB1|+wC=0mUhT+J(
z(e{3(#+}G(#xI&^0%i3~HwHy4h34CiESk!2ecmh+Nl~O_!N-;!d&yC$9-c$rFY8LR
zCzlxEWmH+igH_|9-QpFZX#u#@hc#J}?6|`U)>0^xAj<qUFP>M5Vrg8xO`AJ5`%#o%
zvOoRlQt{nWwQBd_k1vuDdl*F&zFUu!GZy-x92O}`x{uttXTQN^UXE}Mi&spGS9&s8
zjz`|@jlu=VG6j_dC1m9vn=c#cJ}7t%MU=r2KQj*UiH2a-sA?D>2jSr*$aG0LFt&bj
zR^nl%@hi^@xK-C?(MfUjS9#*!D*G`-Wa(@P)@eP(2Z=g^jl-U-|26gqVwLe)IN$&@
z*-vM*KCEwDJYds7?O)Ag_YKK>m@}>>pr4G><QwbuX!xsr=D#Qf#wIs}gQ%N-A0JKs
z-lC2xds^H<<kq%-d2$)#E`dwVza~I<^n^3axM_=rlM=1{@OA6zSgs<CHVISJ`puDs
zWG>;>`bUEl!oRZ2g*-THsRR*OS?&WtH!K8yJGw`Q%RQwg4z`?w{CkS3SOwkk5z0H`
zZ?4T@kc5^KfJ5^_MA!($LYp&Zkna4Owk&!0^)rg=TiU<scM5T*%CqC}O>S7>*TY+`
z$T2v$C3EHg-BQ>f_CqF{`K0KPNNq@2N~9)FI>*bi0o~t525-MkFUewMXU6P4GK(0o
zPr;k5+p<LrCMcir+k})=ndxh`+i~c>j3|X6p8d)c*%P{zagil1PS#Xa)nbcF{FrOX
zp_%;jDOAL6D2>MyfztW_#eu;<Xf-moZv$y!ZU?hNxz)aKnG70tY9kP*&VDaImu~4X
zVViWSoa+uk#C{(epzx7uQ4&q2(cHC80$1xE<dhKG4?RTup{s8!Kr0^@mTzroOlYji
zCOVQp1j_wniDh|j%l2|e`-Y7y-#m5T;>uUGAbz?ZN{03D7rxxkt=%HpNjOtwVj_pN
zSqe|-`>U|g%}A2J8uL8l3=gB8wiujvtYDr3v@?8}En9(oV<k1^_b$?n>ou$KW&G|X
zM5HhtHldu<a0a<rw*n-7a@F|xaU?yNl*a!mBTw4#lCLIaYa1oSrt-sZ_;Etf-yXNp
z6#>+WZh#DfpAch;yrMfkn7Bc)#z#9pfrbX|sY$Vs7TT#Be3&-ob*GTVj&elr<A$Wr
zooYzde5-z732T6{cJTJ$_**VQd(JObxZTxzj9q`s4J<XW6_$NX6&JOyfMxP4du+2H
z3;8*^Q`Eb5+M{|0e7zKlQS<3=hNm8z&m&?*woA7@7|}qu(}c)TRw4}Bijk4g>NOr+
z^Fr^c{YCd_0{quQkjh|SJss9dVosvog|!+V?#}Re^6=S)y`XRFoF5SQ5R|U<!;dO6
zFE}XibK=*?LbI#hd`Uqdau<8V)e6IX%eNe1zKJ-0BX1pS@u(1h(;4+;SThiZPkGZj
zkiDsed^!|SW~?AC%CDmIl+a^l#aF-9UdJ@+dJhBuJkJVx|0Ynj?nSE<tq&T$1t+sp
zsNl_zso1aM!U)nZMfBy>hpDX#&~^HyRcS*)NeGoZKT28HhG-DD85T3Qn9b$I%rI@7
zTuc-}@S|@7Hbe>xhR7XY*^$FJ9IrlzAf^!Y{2VA8_ST>sf0kbspQmtGyU)vgXc$#{
z;*{HSlin`%;StSUj`2Xs*lo5Be&{d`-)N{Q6X9%tVPOIY7i|1o*N)bn7ARQD)N<AP
z{4)3{1?zX_43g_GKoo=`W#cJq+7`R@TNVJ4IbfkHN3sRs?MUDb6F*<X`4l=M$Dzr3
z=xS9c15}lOCYx#xMO4#t1cF17{zt=T`$`-Hm3&ERJQ%}5Pg9x<wy?%W+wGW6ia@Xu
zhql2AfZV1NA|?7l<N__%B)}mqPAeTm^m^sSvx6NkA;v`0Ux+{>??Xp)hYL;{ZGkzd
zN0`|6?^tn8G(z=jTLTs6YU)&c_u@MMj!M{s(k1B6&woRb95Jsi;`(hPi=j(yYAQ3h
z-XP(bljdN0tPZy*HAdo&R-fwLGr8l=0sv4)?JPOo&x@1avj0rpvOESjg1~@>LvpY+
z8Mm1v+b5;<xhuE170Q1UXnL^4*G{p{g?E2q|FyDeoZUMZ#m+k1jv_m|r^&&JSPj51
zriLCV04!Qqw+`VKiZvkyx>D?~e~rTeNGtMRp?ywfPp>s6ebGh4{fyZ6emxWaezkMr
zmrI682i0aAKsvwiylj+JxA}wl-S4`$dW~|8EkT{`m;9eM<v=Zq2#Rej8*+Km9mB3i
zi?$c6MVuwe24qHTY%F}NPKd~<!ZNTz{(*ylxV5s3XKair?OB(@7;<=G_vw5?`0i|&
zpqkg)z>+5?(DX-6!pO?5=tgx`BYOP3dQ!`T#+$~;`<9^1?yS}$io>HY#qfjR_RFdR
zI@d!st0v31|3Fmo4EN#lKvZzsvQH5FnA6{J!4D{*SGWRS=+nFWe=pD|R&3k{^_A_v
zc%**5wQp?|Z;1+~{mypZy7(VxovxdmjS6+-JOAEgV(>~0EL1nQbQpFG3&UY2={~QW
z(Lhe1v4lwar&x_7`aOE#>MgY12j%9{Av@hy=J?rbd7yO3&C_kSx4jV{tDNYr2j9L`
zfOp1{piU0c2A)tLCJ|Oho4I>ovqu3NAK5c+=0bB8LgPHk`uG7&{HVaee2^HEY;PAe
zoI$pca2=z;hw&Nmw>dx0|5og8+})63a|xz=QC7<yK>3LpcuVdlmm(?|UUI`JBY-nd
zyZ1O&!x--}>OtsvWO1Rm49^1ox9S6;qPQ4P4tAA>0LQ8PXwTdSU_^;-nK@_OIt~Ov
z>*hm~!G3d`ttQWc=Bglh#8e-~g7y{rd*`WKphs*x<ag6?)8&r8vm2U+MNWpJe^TDh
zb&|Dc^P3~}F~4?X?EGE^;y=*af*c_#rr~V?b0mP}t!*Hgduh|tc)HiGLmBf-$zHRd
z3}M)Wu;UAN^T8q-XLSFW9V+q$D$5IH`)I7|hDTvk1o@+t&%|0~JCN-)>Ri0L&4vhG
z{E^1{oF8~&Y2XS}Hu}KsM%(5dP!ozj_c=W&I;8c>t~y!%FiQ%v4&UFJMtK55=<t;{
zP}#9Px)Xi9Qm*Z{>hSfN{sZa*WF;>S$q+gw02D0NiF;-zSg_t51%JpRFP<2jiUXl{
za{}2Wkl9?hlA&bD0$8iz+h0H!N|QpWWKqp?Hr;p%Zli+R6R0<@e<V$B5Qagp6&2_n
zSU&Ola(+nP1)T%Fj@ASzECPvGpwEQJ?#I)oN%SGQnS>(@2i>DWx|-BNW=TMQN%S}4
z*X2Cd{VZ_(bFka#NiaZick4?2I4@h}W)ucV;y$jl_T=m<dHjBCTYGF<FVpe{{KN$B
z_s(n{^@>*EjlKl}?*rrm*7K!ZRTw~M5$4)`O{-U>iZ~NY4##B05Ofzd)>19={lIR)
zVFB-KEIaZovZwr#1d}Ry&1bh~QOaZ(>EW$tteJTcVM*2>n9f;wxrbSYV2t-cNO0(Q
zJ3qD)-bbV~nya!nV_mLe7?8#=$*Q7*1di9R(Cx-gUT=7C!@U&%nHVGO|Mby{&qh@0
zL@2HZj@5M;LII<4jrZkoJUH~=XMye9LX;}K4g`Jq2qz|8PTVyp*)84*7=dfAc{jf@
z#~DLM?%N%fp)>oDhl3%I`j$ADy9wk7)R|1VD{Q<LpZ0uV<ASc8U+o<qM{)31R=E;e
zR#C^%E>b}ZvYd3dOG(gz1+z_}zu#TXjR}xF`|2CrX3U->U~ZL|F8?SbD=z#R-eZ#B
zyJ8w)fD8Hd=dpDyl(6C<D0=BvUkF_tl`HmHY=nRvgg?#kJo^aX_ajeeK#KYlDwaD>
ztHv0R`%FP?wnK}9%5uK5jlw~gcAr&Tf4Gh@kUi~HA_5?jXcZK)@tT>P^w@kBaZs29
zkyX-|2ncIzi7f^OVjS<hy<ZyyMQ`KCFH16E?4pv;UUaBFVaDQ(2rV>+<Wy`OUswZW
zIfskKycJ^LwYjxdko5kT=R}=kBJ}%%-x?L%B*W@mn-J?|V?WPJ>E$viT)kgwgf^dv
ztqQd~HWiQv|Efj>nxY8zE9M_9G|LC7=nUqhB?6BMr{5au0inxI@BK$S*m{3MOS-vl
zt+A$z-}C_?T<Lg&3d33sEX3Nk<m-g#Yzea9nM#inw}Ae0wcv8OGB)*yK>j>QI=GCl
z5z;52J(R<cbVKz+ot`i$v^~6G4ROI9rXlVBy+ZBET7@zPi7n%E<eel*sdI%aU4P-A
z&l4;c!j_on>t>Mc0bwWu8`?-fxuh22glE5!Vhos309=#1GzO#QuOHii?sh^f$2V6e
z*IkHp2NnVJ6~^<;)PLezg4nf#fw}O04YiZY-z6<vJU+zSz)aM_Tpnf;GT7jT*|Ir9
z1bn!2bGIlGq$?y79X3rX1<^W=ZLzbFmCbq4=Mnwx!aExEK7-lY)4Q>w1(MGsIN*79
zrTm1N<aMd_+MfN(FeMlOK9p6$AXBejYeYNPKSRDdi~AcuTxE8bUm9a%6Y={;+t=4L
z_NXHAlFRVWUhJLGBf)Y%#j@OFxCMvn6CQ`H9LU2J5w<F)6ZA`}+ql51R0(6u8BT3*
zAqUG%Zxo;SmjC1TxkTm3HrqFt2@|%lw4;nF4%+Fe?`m<lb9g$D)O@8F9x21rXxDpQ
zwk$8Lo&S7WmVX{d;ZKTT^U_rz+u{50%B?P1o;Nm9Mz}-3_46JTF&BN;DFaWwT+6;w
zN@OV6cHK}m$mXMYZ;`h%h(YcR^cCd!)U**|M0@d7ELjOGBgv7+d<HkAtJb&%P1D-^
zb)h`MsC-OIxRsIE^UuIW-F;?HA*vYrtt4r4pwgsj8+m7gju@e8*v($dl%Y-9PXqB7
zkuT6MoSLRMEZgbj&GWlyCQf_|B&zfMBB9dW>rW)MY)0GI+hvY-zwGUE`)NI4b+FJh
zBw|A>kSdsZBE}x;Mp9x^(hK$;30g6^6*cnx(JuJErO$ucL@Q}m_!cE!s&OPh*RUpk
zZpEt!Se+dnbC@aeku=r8R9CmbSPfB~R#A@?NAVHO{GU^9uOz?v0y|qT*2Y_81+)pB
zdB)!JTxX^lf?T8@Y`gGe{nvNFuf)$!8%LY}5l6w^BDVAMW+GVWrfpG&?@oNaO!5Ez
zzHoW%T!j+=R;==lSEiX652xoE)T=JgP|-+V`~6zlZ7#x~P`>ZN;jFR8XBbccsge4J
zY{Z0#ic0VqFN}uE&OWd0<EE}7b)`Qza4c5s)zDLd<jA($w0lRQk{e^DaPUV5-DmZQ
z?y^3&3=C^ZH2rS9PW<ar(1ZV;_+2};RZtZze=GK{%ZLiTjTa@wH)boCuZz;!XFDS6
zT6_kkfd~Pg1ruF8X{*lrQTHUw$K=83Q(PH=K;M!d|M`lRs{As%2uqg*|FrI)7vGOm
zwJS33>A?8+XsLE1NHuFY!=v}@B0)Y?YmM8Yf6}|ejV!hLu{uWV6pk*!LB^^ejb*-f
zjS7FG3s4nGSdVq7)m+KMb<S_DhGLAO2K?Z!HzIP#QWyvs8=UtB$&2#MTTiyd9$uua
zJ>cyr@YyGbf_wMD{USRLKRuwvb=*G<Vhz^#tR9N`lNggD-f~RAyCCa^Qtv2mMukP6
z%Y6CFYm)pFYH*Xj3i^VISP===AWA`VOq(6CJ#@=Sq`|EDoG?W$KJhz~qc+vn*kk5Y
zhKTBzlrc4INZ<1CGj`K$2gr-`fXA}1nogu_KIa{)MY0kYruLD}Hv~c!2`MP{t~aOD
zDorm!2jNQ6`x;{_-Ad%nz9SErV8tWH)PRa;Up8^>=EMsGbh&lds`@LdaV^-4&&8>1
zCydQ{Iw{gVb#Y{?50Pvhr`+U`!>8!ur1g2nXl1U8e0~KtnGRzh6V3EMq1wmPv(rHX
zLZ9~Q3hTNu4WF_Tpt30Ebnq>0@xo;3ATy)zKNg}S2~~$etalx>2QLb|&Ps+;W9b%Z
zi;JMCsvMpq`Y2Sf!AMNeFe(b919Gzos;N4Nh#Y_T6+t;{%E;Tx6>@ISS%z>rmr=1`
zm2dJWX#(>wa-!}tOegEt3I$$|a(<kj-2HUpp4yzT5_45P{H6q2Y-eZ$AhBSW9;JK9
z{OWdOYIS;xlpND2rcr8JW9JjA!yVNplmCJ0ubx)FQXjLBr=p)&K#Z!Sly!dnG|w=U
zQ>?~Ho3J&)g9{th)S~kI8%%y6SWLO*m}>qJ%ukE%XwPP;WX=m2Dsb5pTzvj5v($Kk
zgr6Dfao&)!At%Ud`OCNBz^A7AlNTdpWjQhdH%0P{-4A8cB_o;QuST>ex$jt6S-EjB
zM$1(TNiayk|A(-@ii+xgz_#(BySsBJ=}u+HnW2a74ndFxrIGFqX&6dTT0pu)QcAiT
zX#`36zT4lk{s;f(;C&A`V8L3fnKgSa_Wil<>v9G4E-p+Q$In+9#49&9f&?0NW{cAB
zd$-)Nh@~MsxSHLg!F=BY_mB((PqxYaLW!yfhfzYs^0bmxnLM(?HR0r@vaF|5)1kzG
zkAoihCJ|Z?kBSJa&PBk%7U4nrGAiv&y3jy#7WzRZ15>z~i)%9V@nH-e3?0pl=xCmL
z)BhVSjT&_8m2bP{=86_I*97%)k$<fxip?XNG;FNRv!8xKOAzl%M<)rrA5k?AlV46q
zEU(~;Iq2j~b5aZacB(eWG1?K7^4Po*s44@ot9wO{)wk}jp|Qf#?o!$in#b)7GlHUo
zdgA!<javGJ;2bH^OJ+$t!%8cEFDr(VD~4;OZz#t93yOcaORQ2-QT6KL$5-)`+-EsZ
zRFeP&jdvgzQFG+ut!mMc3x#FumQi?Sfxb^O836S$sd&~vM@f2#lyPD_BR7Umxcb^v
zHF&z@?rYP09o`#UJ+RO@&f|2In{&MVMn4>76PFzAJLOr4#<%VgkJUBa!vrk1e9<&+
z+t=p_Y|E6U`KC9m9mrlnK_jiC0el(dhT~b}Y?f$8`9csSqZ5y^rw-9D=CBZpj$nl;
zGeyo~qg;NFHM8Bc*sYh*iSOPd9V!e&0OQ5Vw-el?eZR%QHL9&Wf<|mas@RSeKuIe>
zCkida|LHNZTW9gDF(J#wAhJupT>VF;eB%w-(KkNYmFGDX&U;j&8I>Nn-(`K>EDl!4
zAK39;>|VuUN6cy^4Bi+HDiRaKy3W>$=CFiOwsqG^oX2RRgi`%{+*YBMFTmuO8}f9;
zvf8HuyR7CFRuh^|&>Exm?L&s5#qWPdk5qEQa)o+WdcG9Ct8by+le6&lzbYzU@S)ww
zo%Q}5{9u-b0x7RxQO27UJ?zX##F4A|QXd<m3=(lOAhq<a6-lcs_}SO|Wm&4WeBJhQ
zqV+A4Aw@ISccDi|vP{!N_T7{68IGKMMuohkV|&Dp0!a*zj;@Yg_%5$pAQ*$lNdhGK
z_B5H$$8b90O0hz3?~^kyZiA~ZnDh04;p&4(T|N6h+5|j<vu?S%9O$9?jK}YX3DXY1
z(~4$v7?^*cEQz0j2^jxcuuvv|disxZN8hZQ<})&J8b@(?N2G0u$Iv0^NtcmVj$UG+
z)vwe%u7WAs;)s{utsc!#2XYm6Hr)UeSJk%*GM_J-mQ^k6%E4E&0h>Z;5UdUVK`55a
z=Z8L3w4jF@D~_5ZtV$-YuDc8+;*BK1zHrgjo2OtB1oo_FL{Hhf^{~2@4jvrpccxu@
zXE<Oio2P?+8CuF`)da9@=bFkB>ZUZ(X=8ymkl^9OXhdzr<>K+K?>n0g5lbvRGt04!
zA>a8ajCSPNF(+O9e)v!%ITc^U{LS0n36ac+^vQt;+_YmhbQ@v+7WODM+g%bG;%4@=
z?a`u7!*>t^W?69mwARHYXDQ-cQh)*+I>)F8!2mO2eBib({14<SOZ+o&S!*m$qOvoB
z2TwjnjdZKO^Q)n-nu#Cd3rkBQGdl%x>QoGvtu$lw=pZ+gJxyX+%cA+8E%oJ!e=<SP
zYmB#DZ@l_o?vXNump}Tub&=2isZM$77dwD%Kq)R{vF+^04XuwFuu9*(1w^Oyv{B(;
zI|=+7bSfL{R&Mcs5uPH+r?Qr>3^SRInNhZl*+MjkIG)2e4!edF;n8aLuah7tgH7Nb
zlyfwTbYA`iv31+9;K`^5t+)rcth(Ob%GyYx`(y>ol_d0-c~DXuxTSk5BqP(t&4tSm
zTlO^edY~{KB<N86lA5>zq=8-|moMwh;7Xvvq%R)Vps=F{(}7Rc4fd~4+Ox-(YeEQW
ze5sVB-QBNY{T})>8Em|56w0$-wK26LK@5n<Jnvs>m<-9&Zi&`^pOvOdoAt!?Bu!^^
z8RJf5g2AMF@ff4rAhg?*jgWSFmN-5dTXhdN#M*MUE%r1)6}7TcO52@H$22L7b?)&g
z6`eR3E8&#~FQ75{3;>jPhYPd0*UV<AhJ_LR<xU0zRQL#a=9nHM@eRz5^;O0cB}m`z
zdJ6n3dA9kz$+R>v%4ndB-tqTBhm{=JC@6a^lu|diG=BD%H3e8JO2I;YcBy7?LRrI8
ze6PmwxMVDWr*G`~?`+ztfyBF5fTjV;Tp!NEEnYWyEa$lmBy%QdG(ETXjGL$7;66Q&
z_!)5KF3p3C^t%XW?<Iv`Bq*t}mJDtO{mdeaiQ_Wq_uKOc>U^WT5z2f=LpQ~ejOOZ!
zR3t0rVC)YK%UwV@@_mO_OaCjDSUFC=_w3{S@0RD<gUgB&Qy^CPr~nt++k%HFB|RkF
z*~pJ|Tgq@cB|Smsxk-LNV8OBWr9(+J)CXvg^=Ebcqvl`|JGw@AE49Ml`3r@C){{!;
zvC2I^|K6?rQ=ey_&qVjnbD6xOyga>n6x~O|DE&+)Hq=Y1SJ1Pr^-kjBtuiWXW)6sM
zN9g5Q5<nnoc@@6Y5=N=_Ja%77{>t1hQ7Zn+#r2}Et2UcUWrg&F$~_v=Hz#7!(T$3e
zf~JgyL*ul3rfp*4ss)1nx=@CrvI<Rje$PxbD}4{7uAn2J$9ACc$2jXq4@h6Nm%E4d
zkJin~V;B4`T$iW9LWkq`+8af6{y8>Y{$pmL|L;qoNx%xy9o=ym8wLcf+CL;VFKFs1
zr5x*n-$F=>A>xh8?eqI2Xcmn%`=Z)V{D-XT5t97ahVLr&e_}^_`z_AO6f@`<W#n@q
z_UuvIBgJOn*zLyyba~C6mqXb{J|qO)ofTdj1Sf<SCSC<`>TTp`%WZ|{Gw{`rSj3aQ
z6`7j$k)$NndeeWnzK$M(`Tv4Hn>G3m^j9V^<iM2VKTwxuq9<ZZvm1NKw)^Uj2(WyF
zZ@st~9z5&(a+c^F;x!A3)}GyJInuEF9EIcce}{xXGJGaE9@LM2VTl7pPwn>tC_zps
z)DpE8`A1|7p{PJq8!k0O5t?f-0K7*uOR=BUU0z@OtAnv=E54*F>LdZ^VQYd-SaS2%
z+k{ELug8N0+5@$Ks@MsYFzCBw?D=R)MtTs|kdbdHNYIT$NNv%drjvve1snla%!&%d
zOntjICRG}NBz$@SZTe>=A=P|0UqS_c@oD$^vE)63w1LqgBsB`OCjUkW;L(R|#IeeA
zx-mWpxkt5i3s_>?k?^vf{+WFh=>K+_=HH02Rh4Y_?#W#lQnkj2mNj*96&Dc-J9E?V
z{`K6l<d!keMp==w%k|kRmAB7J7N<U*$_#d#=HI$GC?^$qxgac%Q#sGv?60{WM}#g`
zY1(O|oQANBI(eHge(zDQv54&5D!+uMce*^5D(*YGOal+I*9^Fs!WAy00*}?ub8C9T
zn%IwU_pjO(#<_-KFnn{w3?KG6s?E2Eb^lA8Z|-u7<5UgYP80hV=6Z@RxU5u}1X3SM
zH(s|nhP-qAb;0~R^(aD+!SBLC6hZ}OvLrO$Uat}1qQg^GDh7<T-7|xIAPIrt(sSUA
zLXlP~XTLl@1Kz|GghLwDlAm?#r|c@Y{9e#Y%5dt4Q{^uq7KPX+EEdOFgkXJc&XnuJ
z%^tA`pl(<B`Ia{;$|vTxxDj~kpYgT_1gw1c*4yGkcZ-qVga+o-WQ#mOoDc%I=S@xu
zXi^mLl3=joJyv~1)AI6z5$^y4w};~YMKJNnS~BT7*&=aAE$8D^@eyu;Ef<?d&<4c3
z^vQ?-z81>9`!D662n7$#XDE$iyQv@)q#9YVKj3`;3U;Y3lJR&L50S}149_GJ8X>)f
z5FKup0$-*V>XY9AgY!D%2%0X6FYO`BM8mc79cn&eH?n;2kpOOLu5JWE3%DKVN0G?(
z$mYr8*CDa1l<)<nDnN3U{ryS%d#PS-hdM4ow{2HX8vtnuv9KTRH;Hkhbtg~bqYrx-
z97&wo>0yHl``6E-fJjq09M%<1CYHfcNA~q{MhPrc^z)%4jM+<w`QOL3)|nfN_!i%F
z<p9Y4@HG*}Eg?j6v><{3%(yLLP;U7QKHkbf8j8U87ZF0-&HYrt9#(Xdmou7Zm+>IY
zuq~W-HzjBMmn|}%l!*tB3kPERz*!Fq>#@AJ`2My{(8>uxB<2{)FrmhF5m6i~Hft~X
z<(bE2XavfMNWRy%0buP*wsIUC0tLo>(Q^CIz{7E><4w5XjYvM<x-%EbJ8VxhRR2Lz
z`b)<5467jC=H8fX);R;e7IF=F{Kueq!P!t)Q0LpLYczS82szfVF}189S%1ODt%WNN
zyG?F)(qLgQMd(y(*vS1`;;TduBhl};h_KV^egE%J>yPcqWCd5NJPUWg&T>Tp^K9d9
ze}Wy-31cf3YNgrv)af!j45<(Ho!`8UiyMZ~HZrKx{yIBfqejaD(40GRFM)fCmfS|!
z!m~+wt!$;5xZQnxxM}Y7?|9I?av$Ng#aq9>&xv8$sX@!go!k#fK>95gxH(3RS-1Qn
zIS?PHCu5+nPqlPP8C=YMh-mqAv-u^TesHUo{ps~p6nZFKQsq20TeE{59xf&W-@u|?
zQ~8f*B0`G@Q4pHxs8Nb2TB{<e<n8(ET1hUm$4V*`5&JS)grldK5cf*`=F#;nbt`ni
zIYi~LbQ3(7^Tz0H6UnYdilc$BGk!OPk=4Im;n6pK5R+~Q6T=b^&iYAm+jXYCsUCa8
z)&mBVM(hQwn^<0MmPkQB$C5_=XG@Y4bTQ6XEWdgOI5u{*upJNsd6<9Y9&Lt!+_7-I
zh8WGfhL-HB!uYW~#rtBIIO^IN5(1eKXd8+uWhC>XO|4{D?*iv-?qbl|E{dC&=?pvL
zjz^l?{PCS!SRZZA1Td^4g^Zn+lL=MD^6kIf&R9bHuz60nzPwY{7_K1Tcw1u@^+fM?
z-v0VPIikM%ldtPLkFJg-#9-9@+rP3Uxr$hf9n|+7l=+yRry%_PkFhc<GnosKpscQF
z!&AD~!#5Y;(9E`3D%7PGkH*)V9kR$a(Cf`1ivt;%lOX@~sWT^H0{w_->z$c`#GzFg
zt%|Q@hs4!=&VoGQVKM}{H}54H<{^kZ8xYQ)bT#cvb2vIj3APU?>WrM7--ypeyhF{>
zck#As^HFH(m2Zfu#}d9q9P)b(Sf3qK`jvaX{)48jJ(rrX3FOI}J!?*GP*IMIduL1`
zU07*HEtkWF9G3%bqA(?dj>(N6Cr?`<8H^sCIauf#OXx`n@v)zHWjOP5dnxi0!(#bI
z!)aO6Jf>bDdRipo#Mdl4B$wH6;bQeZQj%t80?q**CCvgC%3@h6>qO22`5;XAgOlSJ
zvWO2xnA>2W4IMph$P<Qw!R*9mOwh|nB>AridMrOHjW$6(zd6~m`Di7F=`Dn`hN}AP
z^{;F-i@IN<2B-;bapT@N4e6;p_B=*yJWg|;khTpP(*$9Br-M6<HBNt`CaY@YMYI@0
zLDB7<SM3+4Xp<}2n7b!^{IB%L1$MqY1-A~)MnQGO+Niqr=5G(!4pBGHEG1V3VcD2l
zbJ|VA1p2@xd(C2x&U2c7*xK_UneOC5_D<RJa=()5b`90k)SsH!*OrwFg`9wGtH;w&
z%H-RlR<Zz|+hhQ<`Dobh8I7SnO1$VW=E6X}kkDKIUYedyd%h#cAL%CfP?pFQVqRaO
z{;!mpSvF!b!RjxdCG5ogUX>`DwNowecndF5?;+Z>^XrBVr+tk&-J_Es{-I$#mX;Pz
zw_Uo`n`3X5#@odAKRW1a`bV)gjh2*t_>?2hr=cPK_FX|pB%eHpy3M++$!-w4n&x&l
zuAP07Os3GE&j~6}`;0-Lp6ceWZNnJj!#e-FA;klaq{-r6$(2UolbUp_;R=)F99v>(
z_OH?ukl!B$5e6ydFtgBC7KeNbq6I2J>vhy$q=c<4+?EVz;HU`RUJ4(n3}hNPgC4g|
zbEv0O0T*RAFXO1AU+96TM;^8Q$Zs3_y86>EUr+lB%RB;lxb`OyI)FptBO+XvU$1#A
zN6!}yE>}9S!r5i~)-PRk;6|SD*^S%-1FpmIk+eEbTTd-34_^3#$Os)Ze>SRDRlW@G
z(;<<Pv@}Pt4YeG8uG)95^Vu1iaI2?IekR_JGQq;tFU4)3jzgb0Lh~i)v0emz5fxpE
z!Qa;3OOW~KmSY1v7xjM7j-;=!cUQ(G-H~!G<FUrZ_?c#s(Nm|B)ZhO#YM>H)Vdfl_
z$OEGB_Wtcs;c^n*_MuDx7l8whc20xx`mG!K{0N=F80{ClKZd*+hVP>&s#iWLRV&y%
ze!8_N0Qa=E0T_6npVKd+oCWU#rNh7jZE@McUpz7Tk+bMCRShvT)rp}Vw}sEMSX9;o
zUYbVH>of^A4%kR)wTk$dSE|moD7x>Ao$T2d<@fTEfB0Hfm!8YN!x2fo8xO4d)S+sG
zj&Jz0i-Rb%E;zkkW9Z9<ooM7L#5I?X^$a@cn{9o<p_yxElVWCnBSL=I0>8-QwUIn!
z5jUB%=TU0=_PzkdUMI{wP%RNqHHscR_HaQy@@gZ^tMMy@8H>+PI&JkvkXAA#m#?d4
zW!cY|^HW4%4%biH{XDArXVOOp9Q2tS?}NdKV{qY7WlDwxUCgmzeT|S+5KW9dJY7nH
z2UN%T`9h$HkxzW#g{t5ZO0MSDUtbd-_TZk8SnT3#-g?hW-(h#Ol#MG12awg0_{nHU
z{2`Kk6tv<`K=fj&Oc8?D=~wUja<+BdHQk5sy@(3h=I&nGXMs6G&HDPZN`?>V+-f2+
zJSfkIl>Y;ze9k1@SC^mkZKSLK&z6?jMrh_eFL5?kUu@h{2kUZZ<+L?A@Gexl81v}x
zo29`dW)(^C>IiA_R)13kh>DhQx~|VW)lW0fvmn9kI3`<VeUV;5$`mk3KARm3^Ej2r
zeD~`XYy=WS?PiMjyUsxGeE)5qHQ+Hgk@`1yw{>Q|_o2N^fwJ{{^?APC@Ao4=EA+;R
zMOkJ)?t0Q_l(=Hge0xq4RO#`{OzrbTJ!kCSj%vx88g4H*dgJn@sNSuQJWf5PzOv|m
zgH2`zsaz)ZLqkNSIzbNFXKhPudORrstNqwbCO|E9+3wbKKZ_-4@-|?47qxC={2Be{
zN7$AkGK#<>L)8Cz5dtC?vN-Lh6~}mcEqD*@&KufA<A<C$ng=M#a6}DxwJtWhFr}+p
z<BbOqJ$t+1lSCK&;{?ncY0ixUh)_|kH;3{)ao=p@BO7YAPGyn>sy3O#f*|v<zu|l}
zF2C$?V!0(~1B0dSF@*<)+EJxUk0?w9(!=(TR{L;d_e0bTO}F&akncHJdT_l{Hj*^&
zJw5SXyT3UsMDMi+qpPDO+1+(@efsjTTtlfXZ5E~8abb1g&^6~N5D_Wjek?y~UOvuY
zOk`UPqwjU#7=sEbMg}t4#+|+5aLNpw*CRF-^?|$ZgvLH2q{&Z=3T^Rzvy{J+73y!9
z^msQExH*$1Eu-%TNta?r-Ct4&vqAw6I}rNgwH??6lN^N*MUZ0_ul0U%WA8k5qpH~v
zkvgS|np^P;nM0@I*$;VhA4AM&qAI`_OoGD=<9~?0*uA(4P}DT<Z49Uxc&@*f)?oar
zcg89ldk?tWN2RP2mW+FyNvSn<=w%8m=)+m?uyy|ImaCuSSawdVNV)>cLQ0uri*6CR
zKWbQn@)T|5h~-EF6v6iJnP5Jt#)lhV_kpQtq2t7yprknRC3n6zYty%&@jyVy4l%>?
zYU~$bgwPqk5uSPSC!3cqvvoyyAS3+E?({N0<|LZ2l?i0%i&KVS4b4AuA5MdHs+3`*
ztZRYguj77pJj!O3eo|r_m*83O7qo6)P6(i?4t|#p@U0WQ-#w!m9C7&c40^(S(DQ~A
zhdHAv+))FKdt8v^B?rQ^<ZI1=&AnD48(FPFw~uvts+bjW_u~iE3$QM#3L;_`uc#WK
zU|)BF!g$ob8=3*4#zV<4nZG=DMZ+Fb9$mEI7l_>`*AiovWRF%$3&cpu-dZ|j9RJmh
z<V3FG_EYJIY77WAJss9Q8b6o_rNQ?cz;LrAT~^Pz<8p3gDdp&V=a*jJEgMeL=Gy%q
zEr0L)h1v|^9R>x1%4KWZGR8A-&2UF}f0L%{pu8{8$57(f#inxc{aLm+Ere8bOw4y%
z?|mcI$vBtT!``=Js)ChM-6NpQhrwedcJ+7Z^*1iyp>;uTltnS#k}v+&J@{Y%$8qic
zbZ+i>dMLJI3893UTjPW!Hw&cyUtlPVZS!ia^MY77wH(qU!?4Kfs+>$LFWo<aa(#MA
z&!R+Z)R!KyC__*vAr0oHOBSdkGEvxOr9_^}hHx2#dj<O0@T2+|G<|A4MP0s;JLG{H
zhET)m*&^(e;gIfHi&hez`Q^l+pvN=AT`?5o$xTuxsm%u{bHVNXU4I<4q}S+tbQcv8
zF7r{+o;Woi-bTcw1`wiZIshabQSQWJ|1;|l3lgW>9r^{md=6cVy0=V}dfGt+P3>=&
zql4>8vFoD;;gB8w0TVVSS+U(sVTn^%Bp;v0?$v!@2~w;$Trx%!!MbuyLw$jcW=nuj
zl%xu1Av_aE;KvPL8#5zFSRvI*BVs!&txr*0=+mRVeEuGH#wY5CdNWyO8kcY^$m_mC
zFI)`h)zOoD!)??)Z<vrnuzpZ$bh!i`IDnSi^?6Kq>6?nHv^3WGR0?h^K-*}`CzY3a
zxxLO1IYpQ|)~m;Lfx+WIB^VLy!=I|OW<xWa1;cQnLOq;(*E5^dI{hr8N`mC`d<%hU
zf&-TlB(842njeR1JIo^MTOB=Td5)(rzsVeOzpOR`VF<R9l<F=ti9taO6XGpIKM(rm
zE~^ImpwACxf%+XgHjY$f;W=g%^Ap5k#E3JiY?uD!tvR?hA#UccBzUjjY)7hRAFg_V
zOxxjO&L767>g`YZ{UJ5%svA!js-Yo!r{F4k)taXz79KIcyNV03LNcf}AX7|aHwH^%
z6E?dx&u%sPPL-s!sl%u#m*zKpMn@x1=?RaR%37l5DCmoj4D<uiat75DP~1x6|3G>l
z6#sZl)o(<G_9BMI(p?4UU16-Jk3qqyhfyrV?uMw?yowZ12)@>6(nCPa8u4w3#)|XS
zZjF=|K{peL9z1TBiAZ7P1&5WQUctA#lZpqxSBSu_pQv;JU}yBLn|mRW#^}z>ajbD_
z>x!$jwbZ~GFBx433MAJ^egJCZteRbGVTiO-$jEBF*j+_e<HoW~P*J+^|7*dAPQo0;
zM?%ER5XcggyT#nM5tpJIrzakK^yFcb82fR(@9)|MkV>(fn4qjUybPr(1=O@g$sqz`
zPjTHc0bQx7cw9j9KKe6>Gq)*G9JrTK8x*y9aKA~BAgZ7c3R}jjkS;AvyP<syk<|Nl
zDg4|T;lwPf*v^fB#jreeu>R7tuz5!6{yrV&(<cY_1_)^!_C`SS@_ar*m<6se9L(7s
zED?q(xK&zkGGB;Y4RG1SnOFRcU+^F4km!RSwkB0d5|J+*vx3pn!hys6`c&YWjhR}E
z4~ou~sf=e;A_23zx(SiI!=c!ViLp963aO3_XO4*rNYz6!0e#}A$x><{8G6o)WUwt}
z<yQK!-cC;fQ18-Yz6g<|<9PNCW<5*+L8diOj)cTi*{NBq$h|#}?AJ@HaA-W*B**4-
zaC_c)QHq8$_Vd`;drL>rc;V()=J8GuS&d`iQ)G_=&ux?uiTb^Bp9%uK#L@mUonpEK
zoiSwVc73(%bOyHT*|@4uZy~pcIGC{f{krVVRNz#d^V!SnQ}W}LJb(!MRWj*E*#ds|
z;~GI^nc<_TFxlsOm;XD*?EL@JILs{E{GS+;^#8<|cuBVFbiCfr<r0bh9@$vl3{QQA
z8@;_gO+I}aaZRA>Tx9a=u~VJk^#2Yqn@|UDEl04OLG`P7Yi<vZP04y7ktMIf>+{SF
zAYdmRFy%n4Wd&-6l-QhEg{p^rBKYE|J-?L+tb&|XN7spm!lFZaJRI&Gt$=22lXs>R
zIyBzS&@XvvvxZ?oR-FWYornt<4L=~rC=2G$)+0%X&(ZLN+^FK1oh|Mq{$-HPilCT(
zgW6T{Ir@}d;7HP2e$O$q)u9W!2F>W7)b~KvH}0QZ*O_$wIlU6}f6Yb`V&y)Zx&HN|
zE`EUZ1n}Wt%LD!LR#@0MKz}cS;pE~z(B}KU0^F28Yba>?U#%~yJd4`saOFP`Ti1CV
z&{3md!82FNb)v~?o8FBGSFvd>XU5!uE<?vOhs2ZL;-m;z6dgR)wr?!xWsTTdXT<7v
z7d61MjDD3iz<j&$uz!87=giId$sT40FIMjne^w;*Cexi^p!mKs!VfC1pu>xDtOf^~
zWY{?3w69J|n!Hst_WpE&t5BAd#mG~9>MF8@<Qwrm+r<B(NAu$xExof9kNh>wbYtV^
zX$CFMk}2?>?@>-mk-7cLI_bhVxT{1=tkTuq+Jho(fgO`V-$bL<QmeGwMVnE#kAc5y
z-$APw^hfij6>T4YB&2`T!e-%PF~xL>h-PIX1~FL(32Fy0r;F(B{0l6HHFd_0h%-`l
z?ysFXD3zjS^+m@Ep#Zg<@qazUDs-9Cb;%CX^It{m)X5{_40oq#ppcNS=jWiA`9OUf
zmjbP?0=Qb)g@NREY<H@~H+wNrEPP(Ozhi*T9ONvjpG@va{O;U7l{+_G6SGpJV1{*A
zZQUyH_MsF3EKaS5E^lv~7Z479Xnn180xKE01wH4VF-LCzh#9LDP`+G;kjtugQx1nV
zY@|zpP*%u`rGkO$`1X}NK3xQq$Qn%wmym8agr2;g-zA>}A8;!(S(-nxq7oD(p0%WQ
zCrCgWP)c%zIeQQm6iWZA%)YKAl)h6=%W9k7yc^tjfl0eel|{YmLqZI+{RWDSvQMu!
zsenHY;=-IdJS#XR(F0UF9Z>Wv;>l1zaa$H>KME(=TFlfS;bqQp@8c)NEID&M`2jhN
z@1-c?gDUqS0OTYoiVOqJjp+nCd)~>#>DA;U2%mY21}D!EHhx-XoJhj`FGH@Jhq^}Z
z58s@I1gbM!V8`)<VhE9)xh&~nm%MAY;J~(`M2n~5r+eq&xIC~Tmci;JwzE1X*Ytr4
z+D$z6M&|Zpw0AQUV962NKsgi+y@Z)_^H5pYvG|VWxiXN2Cu4%_MB`nlu$Q1+q?F#p
zXoNvDm{%(A{`YO)G<_19Wri#kA4w>_6DP$FZvQVkh6;YtC#y7El)=((uaP?3Uf*44
za0uTJGV-nPohQ1to#f|u3HV7UdzaU?6U4l(v14YWZS)F~^V-D&gc5L!A(Yp?S-Tsu
z5qeVRN6IW1XKsOyn}=#QpdXvBYvj=nkA^lcqr-|BR+!7iqKDk6ek%!at=tlH_zy$~
zwKFnR9$i_XA220NBGh}DSeNAZ&XBiNKv+B4IW$5|ocblN11Lyh)l!E4_^pViZt+?n
zi+E{$bMr^h5hmo0si5WR{J7vAZM!u{@}W5%*!G=Z=64)Vs&b@~y3--2>Fr(0L$zwX
z1({#>cKAJy5M?glm3jXtdmWEXY(CU+cZiORb$F?swqru;i&=mCzSRDm2hg;i0%Q))
zExJ;A82hgtOBNxHguSf+5#*kHEc@2N&g}-CHxUuVa*?-1$%h2k+m!+)0h^%&(J4`2
z)PbYgBaByGJR%cps*b#Zd~Jm;*mRupZ-CpOfTTN-m7GWXAIF$*gndNU-IloRjyv@D
zHm6RWpzZpf^Z~fhTv(-u(%u$*o`gtYv4L1H9~d9UpRurMq1_E$a^_30_}-j!PxBK?
zbdc|WZ%XZ;=WC|%NPEgJ?-?HMZU+D&3O_<6`}$~ef)^Po>qj-CA!q3uZbF}iAJ#<U
z+5Y(%b#XT*-{r#1TmOXeh2>m#*(G7&XAzJreOuQ*kAGid6l=7D-|3Gn2b?yogA?(&
z8WT-UiIRSt#sVnm07g12kKsEe8Aai&*1GN8uFi8~X352uKTmmo7JSk4H0mF?3yh#k
zKMMN$`WtWUz^kQ;<sgY`r>Gf&t#AEF;ma}np_urz<|l5i+RQ>XggO(yJST7ncyq>B
z{VN*TP_LOh)>E10axNAz{EXkxx-l+*0=3dhLrg8L=8FP;osa+JhglHH4ISwp0953;
z7GWEEa0YW9ISjWh&y^BwjcDR6{v1~VQ(6{o^i{4X2d^UfrRJjwQRpS38=A5>@d~Yd
zC%;)GnAsV&vU5e^_w~(5Q=N9L8}%GMCxA`Ml9BZB;NX0&$m2J8ha9eg2f$y>u{>}e
zWHjK0YQtbw>VkZPnQF|XR%Bp0`tSOal{lb16@64v6m;UHf=>c=#igApg-1@osh2Cg
z)Q$~?#N)1MenrYxIm!g=stU{B`~>p#Z|x13ObsE1T%*-xRk^I5*pz1F<ixlTT-d8&
z))7GZiq{uWmVxC_b#dMjaFf;amg)0EoMvVW;wn5m*E!P+gU>1}T}Y(?VWKb{sxJgD
zVv)kNF9}CRkCh`;O*Vrpyyr>b+0V*yB9P3?pL`BfXu~OA+2_m8@VKL7l(C2iBOUl@
zo@!`~)CJpKYK*N}{2f~m$VE;mv9UQi+l6DYjq!ILFBCB(l|ItxHvj00GO)`uj~oVd
zO&rq=ZTg>$@RwZ-CM*=PL6kDFnEbM(J74OsXH;cOv+sh!wcA1|sr=~Y34cYGk-vIo
zXdYXm#%;nWa5_8kKJAx@4m?-492rraR(<rvbnT#NGEVakUA1`E1;4kGt%#M7EK^YY
zu;-)$F|nI**lhT{Y1D*epA-R>vb1t6zlq>6V^?i63wIuW0W4)8EN507&JJcy`DNCF
zBEdg(#1iE#P<pwmrO$yCksCb1<H(;Y21g)73v`zBYRKz!`CvQ}U?u9QpFW=^JETNN
z-;d-gyyc*IBY3Z`j;lsxR3s&A_h}Y~#-U0QV=-*#Q_Od?RiDPQZ7EBA>^q$V+LgWd
zYWJjyuWAOB0~Cr833qz$bN>VR=OcdP;vkg{F?-V}WQjjMWA>ElBtlS&rcuRiHD3=k
z;|RYjS1ZX(_pVCS6-^tEc3?kup`Nh`@}1y$pU;V&wm6*mysHGRtriT{)g8?m9oy~t
zQy+w98E(Via5Y0BBD@t9uGAM284b(UM5Gt1KYpx6&jOow+2E0ybv*yV;$D189wI{#
zgfH&O7?pjyMO9HHjWub8f?M!ViIbB1lE+*{K;{g>!pRdV8Mn`BvQjMDRQzEx*6HWg
zUmI@;Y)pmvx5mFRx~BCKgjLrN#IL~2)1#u7`OM_S)yyJcAIgTsu3MwP5@!_6nLg=1
z?KMAE=jjMFznY;eop3`V_>Or|dmK}T5{3>~4j*4z*PSL3;DAdxZW@M7U-0w1-MbSE
z73%wAe{if=3&(M0!|QQ&{<&C1a~rAPv|H}@_kAh{oJU^}&jHWuU9SNLKpZAN%C7K_
z3x8Ruz4;PmpszE{Vb_D>Ej!Yv<DIezgX^hLHL9ABOSbYp{Rd()RcIg{Q*IM|<y1oT
zeE&?OuK?aV{Vn*eMUA4Rc1WnkXn&yIOrdW7*{F`bl;=pz0G#J|x^H+Sh4ckB6$$e7
zOE`EWKFz1AWp1}4;>D5;9u?-s<tcF~_612jHhF&~Z_|4<LJiBfZwP)EdLn&SVV7Vg
zORP5L_I$d_K8+MbK>X4E>NW*{yH0d$A66y*()Po{$UMhyRwB8G$b3^3ZU5fyo2FW}
z_+s9{lv#94_;bhIwNd)wM1j-0K{#|a@H(O91C=XX^c)Was1ddO=(QDUL@RIqa;vBS
zKx0>_P=5G4wBFw}nK7Te4kTyC&4^?_DL=9LadD?Gm!5T>y<g_OJt86_)b@g?M&F4>
zjluun%PvOtTN=4>;WduKrZY*;$&}I!OdRHTA#|!oo`5I^hgsF%_47O<_j5<G>3I@b
z(pGm#HZ=>o{utj03BOI8_Pr=we3@g=RBp}5++{X~!l|MgdJkf|Yd#{P%1pXCt7sia
zX&M=PYdlS_VB!Gc;4rt~Gn4~(^SC%UD4>PK@ALh&;uA@KtJ(yEFUA9|nJ)%hxcr2g
zrmFdmzRtPIE-Cw7CDHz7|CJj{#qK;po6sWd8dT2U{k}<3%7Jx<{p)UlXb@A(Yw`FL
z!j?o02TF%$XXJ6B*DS`3$c%E;Fc-@JVsAEGAik8!euI_y$J$K}LNKzUpON1vSIn0$
zxO^8i;HFYvuRg#l$<jXHbDVEsml+ob*U1!pDaS2EIYA%su9^ygLimTIJzGu$LB;Q2
zS7i*-v61qae!68_aIgE~=GC)2T=Bs~#YW+k*b9R1PTM~l?DY;jKe3a4=m{6y3R=hO
z<-y!Z2j&Y*`FaJgi|~ws$XbpbYP&YG?b6Jkj@S&c9PXUNMiC6qCeRpsPg3J!@J#(H
zKH_Vxb-1%bHJaOm&B&yxyOfq7WLip$!Q{Z%UT>6FyCmmTQ|Gk*vL@!E?d$0kFf}q)
za)Lhpw?4OAQ&UQSQnvQUj}wlac=1$c2`Sm0EQwQNbX0p*yEpnb=kGTVYGsBtYjld2
zq*6>jx~E7!rpq+w!1J-}*%!*S`jbA(mbvg-)i<OMSX#!bl)PN$X-jcN%sH>jpSCbb
zk?araa%*IqN)Ez9d9~gJtVef=S7r0N6Qb;ix%w=wZ?2L&H0$CV&k>Fln-QF%Y}cJ7
zh6!sm5gv;?!zj;SS&RjlnVeyn^gw35a)>van=~6sQ5V3wc$pymhIE#1V3WVTrr>@6
zvz!j&>bPEy`fl7b;mfFKPu!G=P+|?&$zzLUCYwI{>3*<o-N{t*c~sm+Lrw%}D(7IE
zT=DTyf`@)nLKn9S;RjD7VWTI%GWlO!Vd3SgXq)VEu_O~i!K3FwLqg9pzGvWnAdii+
z#~&Nktmz?EGjsnk7hjK$?;SyAfIeZ<vUIhr|2g(IQfHGiZW!eqnEmT4GI=m_xoe%v
zQbk(IbjD13EWcUT8e#a<te>%flA}8lWv`Wk7Ghu|HUC&`(2mpVL71Y)`jJ>~k=&U%
zHx4!~Bvr&4QT>is>jImLwjl$QtY{Tm-e1i=IW?m6;UzaJU|sfl96`kRd{WBfwjas(
zH5*316}!XE|0CRPKkZmE8KJXrbu}wWn$G&ZfQ3t*ZjZm25<|^=WUf@N%u{o<F-jc|
zN2mRw4*gc*v$PK((+eS3ND<KI{GBw~TOkFv7zkZEx?Nk561Ap!A^ZRnhl%?+-kL>8
zqg1szZFslVoW@;kgNDd*aCueW6%k0(uP=WIJC`>^S-KV44g1*!K{|XRadj6^E7<En
zY1<0D$BbJW<`F*0S}*$)9K%<0M0gqGk)&Dc=B-TFbp<(Lq|D)44Fceps9AQJR?(6G
z$yK?lXKSN!C1Vma4S6YB_maVvXI&|g<)7!*fyNgtf7DiY*H@OQF}-oJJ%deAkq?#O
zX@>d>5&C-|P-a|)27DScQjF-$@uYCJxLMCi{e$9;Lu#c;$*VE;cB_j9AKIGwy#^q#
z(Vii}kmUJ}<P1mRM<z!GfRwc2nc&0DpgdGda-fWEDrlkfd>kZT#w$k-1vawQ<tXto
zCmvUE87WMgErA9U5z(z9z4EXC^9i!16rjP$_|H}c{T|21&*X6yYb?U3+Zrz^`m5mY
z)y*AxB>1f4_U5lOyEqUwAqdxG`cxWNm(O__E`aW?(RvX7mc=rVj6wmeRcbUjL2}`F
zYu?^-@&KhS+;BzN-m2a2vE~t3&r{JQAHQGkSdXY>?^cqn<3{rEX6Ad~COee$9>x2!
z1A0>5DUy_)UyPJUH`%Vj+n8}lwN0nBpDP)~n<dKZ!CF_*DJmtU%n|P{^C`a?!P_Kx
z{Yz7JQfq57<Y4&QuGa1biTLWu(d)iW^;-bPkP#W_DQj)d?&lF+vYGm)q-$ed)3}$p
zI6nRo=$8o5MkT}mHd%-^bpVF}RyNwi9g;3wvM&yM`iUe3DK<FNe?%UxH%6@5wy(f_
z3bYa7^o!9<mPj4g$h=>8t$$A*qnYujUpe1$*1ZSgbF<P&xDDP(|GMMNO@HYJLNr%*
znWl|3cYT&;M(m8B=f|gX>4~Dd^hISs;7<oTPt!1wmmHKu&}RC0Dh$sbPnxze#_^W6
z^e>YV0!z&yi3?8mudjtzQJIINnzf<)Je};%+zT@{!}^@79m@B<>sO4tM<ezYu3+xc
zk8*TZ>+r6GeihOQpRJb9Z4KPInyJx?_GBM#bd*Qk8W3uv9_+3ET0>c-m7+eZW;apE
zzLTF!)K`aBZn7A|I<@MZd20yc@~kj%gd2_OYKic_;bE5KZYSR7>A$H*zxy7qOqQJH
z;^xW!ti8Vi-<}#HG0SV!ZoYs#B^x83z_itUaR^(<mr6~Vy@SQ!bG+!Wv@L~$mvFA?
zok9O{hMs5n8!t?hR~v<0+9*l@b|(At?HRrTGq$+&COHS`fN%^VO)<5yfBxtjBVyRE
z8}oV}skcJ%O|*0<oEMq8I&?%4&O=U+uaJ|d_<tA&!P-hyCP2n|D)|(`_}3Vn#5QG4
zP%$Ir^OIm2Ep`@C%Dq4PkYePcsl|c!zhoGOE|=IX{`jOrtfWN#4j@j=0E99%Ajgff
z*IsxGCcb5krw<nk=PiZ^bfp^o81{1X!QwVMC=T@@ZkB9ZIIMVQyGj65MAt+US=CAS
zDl6J8ScR?g!oRKMiwu$zKXnEGuuSY$%G)68I(bqs+3SwgPGH&Y!yXQ$yj2DQL-weG
z^wUn#IJ~IV{oigvQj!ceGeh%$Zr8Qhn(bRb;D=arA={>Z%~&E7DDSog>v2E%L(&d3
zoLZ;vv0KuZz?Mdkjx+4@8&=jx(BbRoTFDL)bR{^m=0l6<Z3c{+tw`{MA|d8~xpR<L
zA_=~p$aqX9@VcE@*+>*r02Z@MDhZ8l&l{y)6cWmjGvLK{Cbk`cl+QelW&&;-uqP8t
zIHTPEh2349eZbCECzTvwv2B?^ugXKmIrAJl6CGVFfh3CM`~xeuC?=lOcW!pcR&kfp
zK$8o9<RF-t>_m8ScwT6Xw`Yay_>})a;gv>|fkFG@)LS+Ts0u+uIj@5I2mp3qiR3M&
z4u|0LLRgwOuoDQBjra*m;c;~xa>}X*4fZtH+`jJrN7j3Lz|<|2-hF1K_;e>TADU?9
z>al+BMe`qM@-y3ipnw9}s;Bj8s@Z0lkYDfX{sY|!`qvKD!e1n;r3Raygj^6<6Yo5c
ztm3JW1wH5Nd(xg9cV#<Jpq3!(3<L{8&}~5G$7Q$rWW*A{VNvBiejHK|aFx)Jy4g%k
z0g<>0hfTU*dRu<)>(D(K;Cm$*9ZH9kfR7e|Q0y2RZ6ChQ#K$*h6i`n|xxZdc-rl5W
zp3IoxK%(pt?bR)y0`~X2ZBb0bB`q*>f1T_{<PVIGfdZ?ZJnV(!|BMU0ozyw3tltSs
zMlOsz6$u}nw3VHJYHf@&0*$P;9|#rw*xHY-{<5SfDPJ;L{0BlB<G5Tf>iDz%vl9Zk
zVTZGO7s7DtjH1Dy*Db7n*BGWc4t@&%l2!~?L-}o^ccd-x$F4@xSZ)}?Z*sDUq)}*Q
zzu%DbSCu}%kgmMS3WK4?dC$)BhIz9?O;Bv;rT5tVE@x;JCJP2GU-HQ_N~%1Y<j&X_
zL#XXrxt>UU4J9<c5okY{+B;1d*E>zI#d{Hbc1;Qls~i*tA|A?*f*(w$_k~|E3^lni
z#qP*12gScpu)F^G^QS&niZjm#&J<rVj%p=>YjFPWO~xQ>|H8fB!T9ZmyVz^1Yw*c|
zN(KMc^RsQ@h|Y<3n(hnNwZhEP)FfrC&5slJ?oA9u&mSP98&MG`pSF5Xim#8HxMe}#
z9J4!lnG0M;vqz}WFzJ+fG18Ryo&A2SP7x0fJa)ca10_Az{?7b%keLHhYU=<f8GBU*
z1a=i%fJj}pN9X~zp6+gd4xB_YN8RCC$Szu-<zv88sx}Z5ZwR^(|L9fqv=PPcJ!v0T
zH)i?1h8`^&T@fuviy5Doob^doA@fh-Rc8n9o3i<QV{Wg}5Trbin{H5xr@jW4Lr%Xw
zoO%1@zSQ;?>;J@~2Q)=NFl%%vmgu2*Y&@8kCTH*&M!{{MlpoLkPoau#%pGv>{CR6%
z3rKKvAVV94bIV^5ky4Zo1sN%aazeJ7(03s(PeVYDdpb&DK;6~feSe)22kkY(R*#gE
z(PaF}`&75h&;Ws4dBDz$gHp5e`p0}_EYPBqOu?BJ<z(I>(S5mIgbw_a3R~t*c{+=J
zqFc*!u$V`Q7gR06Dcb_5ed=J~oZr{q_=&Ne-v$tGx#S5IrGa-jZ2{P<d(!hW^Yib_
z7s@dFJ@bPY=2%c#e{gVDeH}VmM`?_+aws$7lNFuw&FU6u+L^;^rg__Kd;t9LUCZZ>
zxJ<25LpFP3x7^V8liH|xv~(j(zbpS6>>O5*O%Eo80LNhD)kjvjU^A(~H2T}WuLSyo
zAP(Cg4D){7(V3I#4oS?!ba8r(RRSISDfeu`Kiwf23O>Q~1#NZ98_=jkEZ+<6<5-&?
zRw504=gt5YGOTPpK@P|2p(uhERSo;Ca_H(8V3q%F+QZ!;ps<5P3MF(ur1GmUDYe%c
zWkkC><>ivFb~YdsecnX^38CW+Avc6t|L_NBPFMnCeQERu8!j|lbZcu*w;$-w&cDH8
z@v){#s$lb4mHV4#F>s4VU~hk(W^}Aoc65k=oi)yo-zb$W>|RQmz3Je0eH9f7dL2TY
z!rMc-Qqs$e7cJAP+Ib!!7D~mt@>PeMoBeX-evKYPOQZk}ofI`=PI*#Hp2nqOC!LIi
zzMt;8=Ly~I#CC!bIKFs(kWrpP;D5igcHj@izY$be2(zMyJ&~lvLxjWlx*jBIr?&p)
ztN>>3NgQ$DKgE0_=2Q7_G+2y@I$G|R-*U^Vydcq7o0D$B19zafPX!EnA;xivrm(!c
zHJ^PO1X&xyx{;lxzPn&gD9xF>*1OA@1ae;vRtH58N1vGxBD6oZdzw?wH{kHh3GZav
z_a+&;3W|Q#zmJhi1zwrN3wUUequ3mtG<CSVdJ=2`g89uJEHudIhE!1kWsEyZdTdsm
zThkBzU)1fLd0G~oQ|@Vsf6Z=`8yMMwBu_Sv@<rL}m`%09ysppuxxflL!{4o@JM(jO
ze!ThSau|HHe29it<v(&f+F6wNl+uhO8sOJlS`TnJI}Kj|q43(9a(o+~DZ?uDZHcZO
z!NO^C*uUJTLO>R47>9zIWWNxN9b#HK4db{ZeC-^@ADe*g+lV&dptg;E_*uUk^b_+`
z#W^C;f4zu-u6q=UM#UCvnSS>W@%sEJ);peJ#66#hq!wQBN5L-6I4*^Q{9US#TuwS)
zT5&nW7!)2<DxU<XFEbAltvJ5uV^W-;r|KKz9@(4;n{eqMBEjs!;T5Cczxh36G(vrR
z^haMG+xZmBVkXI4#E*u{v#h~0?96$I4E;<g*So~TQH1FyG66h`|AAI%QT*tyk`1PO
z2qM(rFZ{RleeC7&oAlBSIy=eJg>8-!dNwDN;4Hi-U`?rSbU!N<-HWTMdJZbNN&ED5
z;`r^=fzcFV#6_<Sn}_9hIW`yS7+dNLE=XgjHyctCGnOLJUQ4FENpYJn@hvW{qQRk!
zyL#`3kvv~6ER)A3bkDW?jDDN&*Sm^^gkiPZXngTPPx#CWlB#t0cNkNWioHR}tUQ!_
zAnh!JJ@uFK=YlJ`vW8u#fkf1(RW)l79^6H}skjZ29z9%`ivvYt$z3eYQi}$gp^+Z#
zqh~1Pi(n1Z3rA+eW`0v)U@qqgoSx@3nBYHqguij-hvBf4amcajMVZ!<3wL;%(#lcS
zSmkO@jt(rf4Jn_SY2hCHp^M(SCUt&xuuB`f1kuT|8#PI1#^6^kPv?g!;2;=`%_l0;
zN8o87tmHTIh8sU7WKR_5-MCGsabaQ$ZcK{d<2A=w++7#q73#TRh+Tfbq=@5%-aLkv
zgVg=b12^WT8b632PsuE?hM6ezQlV3gz*YzU5c-Syd#5Pl%jX?AHV;MC`d9twC62*-
z36d1Ix0%q!Qy|y%=6c3&$P$?$mmZJ^k{Qyxs{FKqhg(x!eC&a{cr}s>4$9<8<)*+!
zOxjobVCqc{rd7wJHSI{H87MNYL3A*Cf3B$dCijjW&$G%7&ugjZ!_3u^XVf_INR85s
zOcygvxjA`ay)v{?QZqn<o>?#+ov5%<W?G##c;jWK23rh_;F&8K8J=#O&q?AZRtuU4
z>kMnIrjbVJF5f_;15|6(jvbY_27q}jbAxda`g04>Mhqf@YCmn8hc*5KMXMmS)tIBS
zxsgiwhuk3I(vmhW|82aCM#0uUs!1D*QA>pTjo%bV9BsB8>gFA;rmjk+6hJ9b_;XP=
z!+{4)^@Bzqlg@nMeK}N84t6Uu<PGqjf|;M3`QcgRq<W>Vb2UqM(p{jH&^j8$tkd(|
z&lmX!h;5lu-{Z-zJ~pmywC21X5(a8q5GBr+E(>9!pm4>cz@cPD>Dx>Ej$*-JmX__)
z$88ZV>Gj0Or(hNKVz;80>&v(X97pCw?}N*9Q`2>nn15*CuCsucv{3K*>n1xpEy;X<
z%KE~H+p;f^8W(jY8!dj$zaV#u?lpl-mySN`n43(K+*5m*4A%w=Ts3B6t<%+s>s0a7
z2CbtYAtp6|W8A%mOTgC6Lz!i@_sjNCpU8+xg6w;8gyK^FCPt<B_mPSYrP_2&<qyrf
zxb#Hcyv0;o!Lqh;P|vM3+8l+H`-S`Y1oBTCq1+aGF><{vUk3qXY`fDJ`SCO9$BvRa
zEV9#kCEvimlRAU-g{1U3HLs$x=jY4F5x&evzy1S3M@Bx;X&zM5k!)C1a};sG(^%8p
zx^@%#LtFUdEO<#Z!x_<xu)7p~bfX<v{F%c=oyETrB3t!dJ(RA|#+e3t-byi^2TBEd
zq^6q5ZSmV5Hb*V}zS#C>I|Yegd9d;*o*yOQPUa%^KSkMU2x6f>7?ZC)%~=v`-$e{i
z6cK+my#DB%x#c*<Y2D5BRQPd{0PM9=k@PkV#!U$34Sl61gDTdFQg#<s(`jxDq(}-)
zXcwBst+dp4_y2+Z13d$5T>pU<^G6Sy@io)`13_}uVdq}2;@_9E%*weEMzUFK5<)%E
z1Fx^tw*(;gw?AaEz{>P-8Nd=nTY|_YeSnyrA>VamswD5-&*`eM{{8Bfv{HU7tUnaP
z(`jruf&eW>p(yHc{pUtFw~Qd^#})n%jDDR2y&1-lu1rYY5(s%y?`|2VhZ0QkCDmBX
z=tX!_+Jv^I{=3>u-oQ^iIjidBnPO6uDae92NC*KDCiAz75Y@w3ukUc=7!^F_u-o0b
zcHW7tZ`QG(uQzhbmXy4TJf2ih=yyo$mm=!LO><@g;;z1O+#*FWO$FEqJE^gnJU?Y7
z+KHO3gElTa%~Cv<yQbVukFyEd;DB;M5anR?CT-}O6h9V3L(lQ=FB6VYgf>uU8G#u#
z-7gR;qGFz)i;Bmp(`096p30I5X(m|T-c!U_iIKM3ke83(XK3g;*q1Bgri=XD%6c(|
z=Rl7d#K9J!as2Gi5h~5D4*UKIZ#0Jik8$!Vxyl4vGxt3iYlg<h)M>c1kDAZSa4sjQ
zGJF=of@99dd*@_g{(O2*4W_@sOo3l-n515*&+w{7hN2A7%UzR2Az02%p0H)=fKEz@
zq(~TC9V6R`%_eAF)NGCAN2VL-dS{7$S!xgVJrioF{6-q;1sv;e9$idDcvUa(6B$uf
z=itAm8AbP<_4z$b3dKk2{&|^_k~PBuTXCNYd2ghfoo9xHBCe9XGIKPZmw8e`f<JhE
zo^#3*(_6Qg=>KrUO;M9Qjl%_s#ZV1HC_Xf~)NTDB5h-sz%X)92u)z*8_`C-~^Rnt4
zqEq=}sN()ozA5&1{1Z=HCg}>Tf*m-i1t!!~S&A$NK`Ya_;vLkR_L=FVzmNH6gU7Es
zER885Tio@>zcsuuI)mZK?6pdk9TJMyTt73*VA`+d$s)K?ufv`AOsJiWwM47R(Ra_M
zs-i3I@vth-PhK~jRvF@8zH;c3Db<cA{ugs!Ey<*H=75dEc-H^^Muq-;W}3rtve8SQ
zkGATedFXZcJz{xQQbw4rF-clV&>O-N(ceig)cJ`59?mW=k{}v3L_~ywhOzbIFECcm
z4=#Pi&li#8(c&w&cbAV5zA8l8#7OSJ9L5l=7lhI%v$MLM8TGrbXZ^Bw>Ayv_GDop2
zr@A!WWxXI}&Y(1QL6hFNw*EQqKfUG3hr<H`5y=&f&9yq5tw}m+e3*KkflS%N$PM+C
zF(QB@N(&*&c@2)S2{&#Qo7yifoVNW>d2%mDywZ=;ete2Qw_g2zi0(eI*Z2Rh^_Edl
z^$*zYzzikb-9t)ucMK&kAOeyDBGL^~BHb}`cPY}{-2&1m-JvvsfIRQ^|DG@Btn<}z
z4QuIUX8-Pe-`8d5Kw%oxIBvhv^R`p_Hp1XqKU1I8;x3IPLKE7m`%>ZajPh9Hr=xeg
ztuBU<r$Y=xCc=@@55ByBN9t#t5N~0|cbKm1!5c(yOyYQdZIN39^9s9oBw~nVbZ)lc
z1LaLyLQRo-QP9`l%4e*&aS>pbn&CP0+2N%gKCI)qdODzy>WbrYzqCim<@0Z+&%bCH
zg{u}t$fzr>9{0MWjf)8>9xrRIHN`n-M<sw8Me|Rskz?IZha1@(Yn+o+Q43Tt=eBCv
zIVh<B2g|8=-q~wo(xjx$nX_||8>OP4_x~QRr87o3kw^4_J><?>a*H>Qa;Bx1FJ7{Y
zNUMH0z=Jz%h1dbLldNsHCrw_wVCQp1pBCzoo=C$Bc%nwq8Q%@dsW6bB2B0aI8it$(
z3`a-cD&VG)xrwlF;Ci>zjB`*D{?BF0EG^Y$9@ff?8h{+$3B+JwWiJ7jCJa--RlO;y
z=$@>&{4P|5B4vG6-EOPgsD{}~LW;pBbHnP$os797tjJ2P-Upp5Ga1Tvp~0B*KED8D
zKq)kWSv!=J2p?yw(U|?w*SqQsOSRCQvK2!_T^I>r=}6C2u;vTOemk_3_ui)MjbR*6
zaVh}yCT~kf3RM=kA|p*8)p1!}7kDPW8(@F5Wv5}jbg(NE3jNN)5n?|!lxx5bvBOca
zmPad%?OO}ESVyIy<F@TqcDV~c)G9Tm1`C7CHCj;C|NaNU{J!Or`hpyum8DDqAW&FV
z1a&YyxNPC??}Y4&D&RSJ7&FZsN(=<UkyvPhk!HbtuHWer^*Ejpji<5~l||dC_YlDt
zFn%W%eW0Yn<6c^OekfP?%N2*6^9}PS>tma*0+~#^g*nygCbCyh!!Xc6gzlntQ9jS7
zG(^c%T7kS;eMU&Cd`3yrNV{ZtaR6g-yxPySP~hnn3EN!ak&Xx_jB!5IB=Izti$*nL
zfGoB(hv%0c|K)Aa$qZA3x(FggA7i|1?6&$NTn?;2Iq(SDTkGV2&BytmT;E*8FCGDn
zoTy}1E;5BwXmEQphePSOM72YxU8Q<^G`La}E)PMOKQ>a+VW~#~-&}_A7n@d{67mGz
zlWo@DT%*A#R=vwF5t-o2t>cRTi@2(iN-hWP^RwuIg~C(5NG9XC){Fc5`~Iz6K*Ga>
z83}Zf_cn-u+_MkY*lfq~eZn{?M5VSU5pyA7WMW|paKDJ-7-PD^_=?tsI##<*pG2D1
zc7d6?JgGj7Xe@h4To1ed|0=Tp?BTDaD~J4ZIkHhP+J{m*c1GZvxE%lW&@-`j151mP
z5EO`*Qc*C`LtK|XBJmPsk)&Xx`<!vWO_by%@MOXNHY!-Kc{Y-qx-3c=ZQ1<8ziU}J
z#?Y^(?MFg2^GgcC^(Y;sI%*{q5kz>{(9-#BI}>|jt82wlMob?SA=rSjE11iRS!YHu
z8t&zEqWlbRRp?;g>SGYmm4`l1!_ZM8oE#t#JQh4vhJdSdVJM?A^z;)GKGuYVv`Kox
zK+5`0QiDpSqu4ak%@ITyPP=l;R6-z6v)m!{ug0o}6_#5TWxsq2oPS&2gHA}`AV|cV
zw)TlDl{W|#rLZ<FG0&-sXj_;2c~)@E9zz5dmk$zjg|j-S#1G~~cJ`La%tjE1bU0!D
zh+pg_?Py0hoNeryJ_J3NK@0veHXUmD$*nhM-c2Ks2G#5*Yzx9%RFW5S?NEU%4%*yP
zR!Svux%cK|8RM;lA}ta&zi*s%+20RmKfuyY$%}f15>#awe#_nkR=0l!j^^e3`G21Q
zoBOtJpW>RO@Xsc#@;D-aW&WIdv2hB&+iKIIZ0m1-*&A-n{H){M01}AH|F^(O0Jt82
zXF2Ad8G@yg$SgSDpJQ(^@ual1a!K)?Y@rIH<)qV2F5O;)4+mMSumgDw%nc()&MW`?
zT~8p*Cjf^j{a(4AZ1E9)>GC2R1P~gBGoGO<A%nr^*H7JqAYg4BSO-EWuhE9c;eeuo
zG2<^udd9ETzL5m&;&%C4UMOLUlmBSvB_#kaD<ad#m#)vhvj^?n`3Fde06k4CE+)n;
zhIbGhA`IDu?HM`nvi!fl2nT4A5sOeL-rHE?e{D{HrK}_j6f3><Ag`$K&9UGAQyTl8
z#q2Ijd+*DNF`3|a+PlVtl6U6<A1XGwmbCyG!>^A_3^w^__^xd6{Le-F>~VJ<qRx1w
zPi8WUMFV=2<uJ(3zt2(;=(-5uf4ed0yLTFYeB7O@V890d02vxX;)VW(8IOC}5EE#f
z*#o;-p~8#iF;7z=b1s{i4oUJ#EjrT3`IN>n3Qv>4R&O{|6YeyWsc9NET(>7q)T>~^
z&+djkn7r-eT-y7?T;+PvHTm1BCY0c%CNvfG1J0i)WMReA%S3#F;o&Dg3w#l0{Lr`Z
zPG`>zuJ<jBWNcAFlxMM+4ZOX!$YE$q-@9&?;@38)hk`8DyL=mc$<erk?Joc*a%3=|
zn#d7iz<axe77@(}GiRGR_2z=+oyv4c@j=nIMLUf#nH4eJrIrP|2pIqxCWxj{3>_DZ
zjb^ftGUv1jgi;U%s4tpEy8%zE<;9c}+!cln76-4Fa#&8DkOi|ajuN`Lhvj%<Y9wJ6
zBo1zHU1_Pyfq_|cjB){RsYw5wdCP#i>L~TA!;LbHgosXR+zvjFxpYMKkBJ#=m<d;O
zDZV<>X&4Vy6kFg&oo>6eFZYQV1jzxodBB(WpsSt>qU}>=5C_M~u%|R615`wAun0;P
zp`i825(aw^*4$EA1PI8$K^FZyi3f>GM<kl2n3X*ntG~pVh;r5j4DA%rZyRB_mPAA^
z%Vz!<$_Y;H?M8$AFns`8rv=RNLJEOMuv5^9Z>!NmaG*@!ZWS_!>^hUmIf>Fy<%8>J
z3JZwKYqZEpKC&yrnqS>6Q4=bGq=7mlZXoX^p%(x*rNK|e-d4u*wuq94oH&1&;vx`*
z-rsbZVSXX3v~VD$mC{wj1CPq}+JerbqOf$A@4i!m^z$rCPY<IRVs@oEr)PPHxCil#
zg-2-pEpV8Ekc%&li!==xm1J8_PP(Z8Rk7q?FHs;2B<;RfN(xVuyyfdf25R@z7!O&F
z;fUUx-c%Vdm=g+L^|cX0;UFqJT??A{b1Bg~Ut18{(yryEE!rknH}A!J*DVfXXe2m-
zKniG?@=@g{%z`LT@YRi4oBq1e1YmP$grk%>x=_73bum!)056G+!Q9aE6T=E6n|^Oo
zn@<Bl=f4Ipx%h2SyI$?h<gkKX0hNCXzdmbUlT5_FSNFAgV9Xv<>g{qaLImd`cfN%B
zEFIHjTa;KD!ZpY1-MDDEbG0u<GEci7bW%dEq!3%sqZ4!U5)<aA4JSI8j^7p-mb(nW
zLE&!GgzJ2GxM*B2F=?j#O`v%uPf6A#ts?XE%&uic)IgQbBs!UoLvHekXZKU+#}Bdm
z9ME&HdAYv<9f(SvBA62);1^V_rOnJB925gVzMjHH=h+|1zM}HCtP~FmG0nn!!^Z~=
z-b~B6+gi2a^l<)w|LQMOuOtdUwuwAFyZ*)k<){6<e7}y(x2(o%)!_{I$d5?`$t3MI
z*rJ&B^1gSsKT_75hg);)eCKxCAH-e_zjr`H!{NM@3#amD&RUkO+@?Hn4m^rq%hNP?
zTZXz-Px`4sk71kBJ0~|`A2Y;S+4RomG@Q4+V~^D(vYMhiX4&*L86fKA$pRijl7S=|
z3Mum5WDF*9iJWrl6(1{blRsmL-R?-)vHX;x@b3|`dn0^S)}AyLLcT*A7II@c=dagb
z%%?W*me$!-%_gFZ3A6mgsk9Jq$a?BF%JT6y%=YJ`XvL>ww&vlw_IDWk=qj|@B9$}J
zr6dd5LVbdU?0lseK^pryb^9K**ybKfFb~&6^s&~l(B30Q@?3&SJF^$miM-W6fB4)E
z+a_g{VyQ=`P%whNs6%UEFi83gO5lTP)p>WB1in1d?(n2;Jk?L(O@OBYF&7yQ$6??B
ziyU%LOKDgGdP+Lp-_G{!4X52wkcXFHT5>98aY;@AS!p>}o2|0anXN7Ac%+<oBr5+&
zUSj&eYO@fIVusv?q*RGZ-Fw+*$G2sMa{&{@8AUp9fvKuQc8-Ni%~V#$cZp%Bo9!<r
z6KO^y`Xz#oNZpWCuZau#OIbMJPro>PQq`a3q<C5CH|~}VshGkC609p)<CkhqS_%#Q
zC+pd^#dc@38x+-qiF)yZUP@HWK}(W;elpAw2wwl10I7aZKv?kJ%Bmh#=BmGIjlEf@
zDBC23A)~D|baC9G8sIdbQ+JWZIyf1I@F$1EFa(>srG|5z`?J7;cKYx_?3zJ-e<uW7
zu=I_XC+F!1SG!K-Ci=@E_ii|RiaB-W+Pq+mDvcAm<%3R?<^0>zC-m4#iXB=x_d1%>
z`iftXM<;V7H(14O{POAfV*ZPZa;+DVB5AoA&oyI3G@}8=7KztvX>@AQ5_V2!-`aST
z6w#-mqI%10JzbficRZC%06Y>A-#xoe%D$FE<Z~V=q?<WJ57O?_D-EVp1ldo6{@9<H
z%??Q{9+DCAST`Z^11r<a>-yjA8?e|huV}WXFz6!FAW3jAo8Hfm#nvA46m~(v;A=0B
zS>2!W2v2w^K`FL0i&W(Sr)kecn;mcJEco-3lTmcuBmmN|YA*fyd(KBU4XL(z4~Swy
zHQT16_dO$PLEk<SrP6uNdJBfFh}D>^2@UF}=q>1N5e?QOb41eMremI73y5l8(v(sT
z{mKfCiJyt(x|@c1!ZF*&N~?M#gZwOP=K;SzdA?9WzWn(+T1RV41O#^Bv4RwoINHqh
zbmR|n4o2Lbvn`d!2V*J?G8jHxwOJggL6F*1qXx%8X0IfS6i9zTAw;LIU%58*exJ6j
zRD*%cR<Rn8o_^;HKO)Gn(f4{?PHT5%#dLKcLHDO4+tPkJFif_PTkjs__zCr&pNYLu
zn%pqAe=gmt*8A3sB)}xNxrz13O~X)>4b`xX6B7e}Nvml$&ar^V`9iV~uYQT~?-U8z
zZ=5W(OA>!JOZi;9#!{?4kA}ycj{9XYAoGp7uW>L9czKFxHz<W$!%sEaFvM1@=EJku
zW>>Q~^kf^3Ov+a@KX_tR-le1z@|e`JA)K@^5cu9ezVBV?gA<=*VVFiPEbjOInW@CE
z^VWj8=iH>YTbgEXVj0lR8sm9ZoER3|+3b->;@N@WY;)95(ltAxLZJ1FB$ZKQp;JR7
zq0Q${K?V~Jck;&1>5PGZ4dv!=+@UJL!zC>9tE{rTqO?x|!tj?o0YXPewh5iz$s+J^
zvSdeqvqbHaf{x!7e{_;vbUeUsWcW*}=Eh%t_Y+*lt*jeP?8yPJ<PB2<U%%8a;<=cM
zLQzA>sGXq}yz>KAR&~XZsvxG#?W5PpUH)-gtQ3*5p{G+<#oz#&$JtTu08Ga~t*d1v
zi1FqshLmJN`2l66+*=!|kk{kT;*TwvxA<lvheLVO5q{w&bO$JFdHWZE$V5X_)4NOR
z`#Zmqf<vuVz7Jv5PlPFx9-vz@#*g#hEmUgSCAYLUO5a6paZkS*Pg8BgBuN9>wKDjN
zxb@$ACnuE3)a4U5H&bNtRJ|DGNmCk}OpL$QFH2Rmu34P`GuE_i<Y*|Z_WKZWI}$cq
zlLgTgm0NR!!q8u!+$gJPTO}?()bS?`eWnO=Ug_oULJL+3eW|QKEKUvaosA3U?A!j7
z^s}9lrLN1!085sCrK5Na?e8RB*-cV$zFY_-wvz?N|I;-I7i0@{?ZNIOqBtD76VfjM
z4pFfgm2y%EUkZW-Tq%P6;&NtD<z|#Ka^nCj4W11zB>4yBaGH^z>3AlFwDeO=l?vQY
z5HxrtYi`1rDE-6h*4E!5SSiE;!<CD!>Z)qutLtex!p&E9<}}kI*bZlY)0B9`H8@Ca
z`k@1-qLQdTp`N6H9m?Jf2i87>kNsM@CMz)_&yDAO{M0$OrWO;9VycBmZg>}0mtb&-
z#v|mK-8i<z%c|sJq(h<xDZ%fAeOFBt8-&^^_nLF4|1aNm#?ZH!p+3B&E7x%wdkT>C
zk3Z{w7{layd~U8H3LZ?ix<9ZFt05$J7-b{9M?MCivVKUB7|02|a|7eOU8=r=%{x+p
zb?%)Z^@NsqKK#da*<8+TT+-gda2;%Pz$<kgT7Us|RuN>0@y;K|GNDaKZLq+yVyol!
z7&8tiz}(MvIUp@h;n0`lPhk(1t7Us(;q4D`kXy#btd!fAcDWZKELBD8e9q&54?_K+
zZsrl}gB##I0CM{-JH^kD%YpSnJNJ=#N`&K)dGTDg7hUdaRU?K-R7?1?QV_1k()HsO
z3+RGiFYZyY%RQ`5=JwqIC%T>b%N<T#tL)bw`IJ-dVhx^UWPsm+z1U;NG@m$}4*oLZ
z36vymUef*Q8pb>wY~uP4H2Zd=BWrz*&uZ<|>LzY76~*!4&&k=6GsVuV4QT0NFVJMA
z372xT0vsSsYt*%4$jL>f?r3Wv5ly+U40<fnlGDHgx!!uaZG`_h8dT@OI^+GLiu<sG
zKhz!c@sICi<(HQOKXRYQu4mv!;$&?+KLnGP2whFS8rDZ#**zqfHN}~}fL6u}8f86-
z$5S7Ti;aEKU2SgplYSMNg@kz;5^V-*ISQTg>11boWUUYktHD#sEHSAm&bOXv%f%kD
z*=NBhS(wD9U&~PU5h*zP^8Mo2r~*s3`Jh!ar00O{{R8(_{b76Mz{wuc260!$`&wA3
z_F1Yyr!*FfDt<f)??<9(5dYy=6ldF9<WlFKs~!5c3ZQRtbOnNm@?O<PWR>;G{&7Or
zb!Vp_E`dpNn9`dsWZbSjz+u){MI4YG``*~jk%={gaEuKFk=M=(>be<zn!nADRT5Xj
zNDr?qLJHGK%6}xaEx{D1>!cTeR`CbQvX@u`6!b6-F52t8$`77dC^2C6(8|~Oo`lc>
z)26Kk0LE$PFArMoMY0gM26W=ND*dlPb^aH<>wFK0$+iYINTO5_=h>oyUF)#A?Pv1z
zVs6N--kut1p)jS4j0|B{HZpqr=z<oin5(Z)04TTttNOS3-CHA51;=qU7ss5b(clSP
z(Y!C|pO1rG&`7(4Ck_=cS@^EJu#7;qD*Y5s@FHol8hVD}#uYGg!%{7!#6yxq5z^B$
zb=3A<NsKFCJ99hnAD|JahJ_{qP(iWmg&aZR(0#X*Lu5%qQh7fIzy)P?-9vl#OOek`
zdVtwY4JMU9Z`>aZn^)Wvg}4TbMLRc;{-&2&NRyHWC4}-7`~uju50h|gZEN|cU3cWs
z|Eg!=YR}GgusN9D&S^)~<dAwLLAIx-md>h=`_r&HjA}M~90=5-T>fVrp7%$Dfvo~R
zln@0z8MyDJQ>LUgk+_%6>uKs&&ZcHQR|ChzPdZ>q904+N>BbFbu}FeT&Jgc`G4By&
ziPsu&gc=5V+L03qCN|?)aVT)CC&ZMV8`jJS^-;dugR3M-pAKZRGWpYCu-vclNLGh%
zE>_mv31`PKHJ5J-vt^p8!o;N<@cnTeleS1G2Y^&6P_*?DS#A|QJ&pF5Qh`Eew%rL?
z+c-v}V!#cbVDvG9Z!{Ni^xiVA{h~A6<RcH&$a9-5FQOPubWnYblQWB~zB$+ieA6kl
zC6n?T#w3_<bqxY}P%z%`Lod+H^8OE`aZmo7LTUU_n&{}l$m%>4i~UPlXby5zT~6~-
z7N;NGZLQGlV&-$Yh|<D%E;qbv9G(PlJ~^JLF_g-!lG9gthNv|Tkmb7EO&9Iapo7CA
zxRA<`yGrb(if>Olt=Vm>MK5^#i|Q6Et%mezJI>ZzuVT|MEcdV&W8O;<a;pV^Zcf&0
zb?cZv{%fo*O}hdrps+8ZE|OajdK>>TKpeO?xaX3fm5B+k5Cf?oiyGt9dedXqH^cXM
z6lcKZ;a55CRI%Yd`3z=31aKMs8Q8}33y^UJltNrO@=bknOQ8mgxN1&ByHad1OaSB{
z-U>h{QmhP=W|pG-&t&t@AcVVJ1iXXbrJ65wo(cbXy*vp4Ug39ONDijwmDL8=nG7!L
zQ4j*dLBLFXw)1SX`phH`9i%ZG%-IJaOpgZpj0j970ZdH*SZacc{>v@ke3@B+L1}_M
zLTxVz_$hGnZW7>9R|E-?T`B|Fo#l3D#CvmZBqs^#f&0bnL%}F_jjR@Vun03*)K<=V
zbeM<*M&QBP6`fA8bB?t#NqXzjQu#F~a)6RP^lB<Hl|V6AY-k*Iu=)Pd*@Txg)*%BX
zAXrEAz(34cfP@q6?vvqrGq(PSi|USNoGEH^OG&L9*C{B41gW7+K-o$5A?O$@eiW(w
z{vfWoP5bU^)1z<ne}yIZfTx$)%g@*T1Km?=wY8n`DS1edTx%3<sR~4>y2zCp?^>o5
zWE=1QZoy=}6KQ!kGk&Todzxi=h&Zg3y|(%`M!!in(g1+D7dl6T7sY@=N4{&!f1qnU
z0{XwNB-R7(mWBgGWDi!Y{sSqre*6z~+&0X|{801u>3qKDlih!y<-YYEvH<ocL0{!R
z-hd=`P&gFOD1T@03N3-z^Z34KUhszw5|{mWxVewtsly2^N&HoS=TF<Y^=+{tvR-Sb
zNoHTRCPW#bQanBWxWm`*diXaur9nv>AaMd+@n8Y84&@1H>SWVwLPC$y)x0y)McYq`
zX*YiqgFt-IV01F34B=pkAmL3%Qc@&^y95x97-QD!Wn5DAk<O&GZM;ytiUIz=3Fb>c
zcn521TUFeQ6FwRKz-S&vu1?Bv3!;<KH9guh=x<po57Cqpl?w3v%b27j>GNaB9~g5p
z#1MSIw%vP_a=d8z7|fY+2-{ShxQ_pOyq?brVkM`4UsaK%_#cQ<9oqddzv27ZFWP4`
zwGgA2^S3S1ckwvP-~Qs4zNA+@pXX2%*yZ%f|8w*?b1zl?3&LqBK_+L$d`)U=$a}_s
zyU$)?u#$-H#TeUvAj+y_Xb*^7tcQ8IJMEIK1c|IRH=`P{^Gp_2$;T@fCFU%j(w%6`
zgsHy>%Wjc83nW}P#7UaE@L&viwD}sk@>bJKq@#xs1}w5Q3Aude*-u-M;H}du3U-vc
zJB)CMt6zi2k0<lYCS*==<{~#5<^Fqpe1QbBE^m1V0j%hq{(*QVdM!}w6K=cn4zQ>b
zn*tYH!4n67oPuGI$NtTFAQs`n@;f!}_usW&v+%sfwfqL+v(3=^5H5Mz-1wF(RJg3w
zG9Rj_!}V)5;2ky=C*K|Rsgq!tE1VLy_zl0zPpNOXat**%s@HAioT{H2MI;lScwKz8
zbbpS=^YC%+<G)w`GF1S^<d#KhbfI@?o6i@uUADi$AV4|`L{yJ$0MoO&d<_Sbd?CfK
zhzdfrd0ggp94)}8jR*qW<?(^gLq>dRA%~1cSkI7-8=Hh6BEx^zOXR=GTq`7vuqLHf
zox-tr-FtU|0G#$uhz$vitW}f#kpastq&0p@pCf@2!Tgl_L5oj48p;5Z@#os+)xAH{
z)LcCe={vVPe33R%IX4i%W8M6R0g#qLVL-7z0V)?ffV@Z22v;j%;fK#T0(ei}7Johl
zya2#45+lE^6E8&OqyCVj!@w8dubTV&{1ou;6#M}!!G;Y@-L)%^?6DVV=9|$~VnFZE
z@LY<qmRCwwiO?assp;0clk(-j772wi=E0e=A@Hh<u15*MK>!3Uhaa$5^a;cYJlu6T
z3<3cKJ!tkL0xZe{2GK3qSzlYcl52S%QQ)-w`%e;yx)b_<*`W*Qoh?>tV-nfs*2kf6
zyQoNVk-4Rb#VK-8?kV<^+WmmlF8{&`(6LOm+u24xx6l4YM3gv(A36>*BZn8cO&zmA
z3p*TianZcC-ln4PA{`~)+#AoAc02Z9WLtyD(Bg?6-*_PDE+V0~Uq>`RzQKk01O01j
z2Isx2yFN8-pMcAA>)i;QtD7B4EH&w=k)4xlg&7byue9qm@F%qk!;8*~nEUX`qjv)!
zzuhl5>M+r!F5kyZppO#aP3wJ)ScHK5c|7lIwf^*3r`wd$CnbK4o9#=@2wx_2HfxSy
z<9VEDyWID_c_$m>SlU|q_R<+M;hol7Dr}LiuLG^lXmZKAE2DymxHk6o*bJ!JtkU1F
zWbl3ba1uJsZzWxBhf2mW`S>7Jhlw<Knkb@ka`<AqhOZRwU&fHICZG<MzeSOEx8}@~
zSF@4zsURwS)7oa(HW#ny5~Jda#~nQrgxn-D(cM#X3cMMX^TYKDN27EQo&A0ne)l8A
z>lcPz#$WwGrfx?%3K*L0<fpb#o<DBmFr)_1LKzwV<&D<%L_Z&o#^AM_>ckky&2;&u
zQV2=PKT*PhnJF_!MCIl%F78AeQWlD(xuQ5_Z>3E0GJ^iy`!9?d98FCktGG@mUD-Xl
z&Br0&p$nCVaC##{LCAlg&vTQ;3Msv4+#Kv`UT#Goa+c!7WpBlH=Fl<CBOe)3*t^*f
z5l6c@X&4rZX>COf@hh$bYpw&0#8Yq(;;+RuIaV6SLX7TYR(M9Gp)vVuZ^Kbm__%%|
z9K`U+4(|9%QbyWCb$4JWp0fYtYbpv9YFz~$8;p?k|3KuXgkhelvp<!!bhTB(7)q~R
zy)0C^`gxeFUt3sjW9`@UkvZ4$ui`f@C}MfRQ3Ww<K&io+65_uxT=DP?uE7pop3qCw
ziWR7-u3}a1*{{N@Zw&qXqb8RpTGzQ34vnrHud{g~^oFhjc8BV~jCoGW0#iJq*yGV?
zb^YnA#N86grmj|T^9xpEQVSJ5pATK}TN+$x4}Er{Ci$n9-K>to3E_4fJ6OjF1+DO0
zF`@QUb-A>++jHdxHfArOllpCgvt^c|v^gc9G6r<Q+}E=*;n!yHBNl{@2wf&IQB;Zt
z2hyOALzhXJilpfalm%NyJtdg~3rZ52K)-FudPF8t%1b)T&pA^{nyF{cMk$wWgG>#D
zf?yy9&@PCkI~5b<jS&nAaPp*gv(r1$@8oRN{^-(q^gFxkMreXDEm2eP6?oPqZ+)|g
zPRc>$zf|Z|BM}Xlz>i6pnN2l87gQSCV*GyHcRJWWhZ}jbHmf$KpCgOgU;9VhC2TMI
zrHrng4XgE#Myl|exCQNW#YBk)k2^1LM91PixXP3Rg8H!P>L|S)>On;TS<a^Uw!~be
zB%ke+d;w++D{FgWuGOv=U26Mz#D0#$ifc@OHDFd9Y1&^3XVq+Kb#Z4=mP>MRF3jZT
z^!D7ZgN6~wd-LqJA^e3JEf4TO0gWil7c^AAXZN-*X5`R7Bn{p!R((s%B~knPNLCNB
z{cWC4iO8z{MaRzf-iAVy@JaNuo-flqT8LF~-%d5F0%y~2g*ZP2vz@oHC`nx8f$8J$
zaI<^%84>^?y<VzzMH86;526O<8Dm<gNnipQ#*^t+r`yNsDaKzmX{=TqxdvFZM15b@
zx{plKQwXSr!hS?d$K5Hb<NiTu?gnf79Y4}2O5Wl*IFIbCYATs#NA9^B?_Q=x?%(>2
zeTCMgAO~G8*H3>uJZ`s1r}>>s<W1jWjx*49`LdFg)V3thhld<c+EWByrc^<aFNkTZ
zP7U`Ug7&RT<Lf({=cSClt=x-ci?3oUDuFHJP^7S7_ODv3*Uo<J1&JnHEa*4ge|K`s
zG;7I7b~%T*u)`#SDc<`lNyFEwq&D_W!io-IXkV|-cLtWIBm0PQo3#b|oG3Crwmw_<
znV&`h-1!ycvKq(+!CzFEG$BX|bQfvXzn8(Vhz{5Z@5;upj8ogb{&J*^;zCzL6v%A=
zr4KvmB-=|igN*Ik>O|HwkHNBJVpy5@-_W9x=R#q~;p5KFDM4fha_gOmBsw|0!65EH
zi<MV_#(ze}=j0oR=ZKj%xto5atOPjXB|Bl$fCQbXy?F%Z=;GCmSh0*EG}YDj$2rSh
zM!b2&^&83BA;xY9s`C$x38T0`Q-+R9L`NF~v;>(nk1^smm23hwh04#>!!m*~t@>_!
z?(rr0)PvB5bJTb*J38NMeCdwU9Jp|epBvRF8AKB5!&lyHW8wk;1yN`Ax7(#fmOPty
z?PZA==&`GBG^mqT-1ffMu40Cazb&L}K50*tgDhjGJ>K1)hxxSRk5T|Ps+e3;9-`ag
ze!Y@HoH8Y3b6)#a`_3r-_1mv}f-1VC0{jbgZZKRNTT)&z*vwqe%a+K2`5{vUQl+Ae
z?z)_u1r#gOo`2o}h6z=fU%>H5#CkKN{mX%mJ{fQJqBxCzq(lHPI%MjV`JuQ-Ba0u(
z$&Svz#;5h-=e}xo(BzMj_2+a9z<}#A@x8aQI)(AUhlwMCAk9^}gb$P(eq}pbo{cr`
zV~CVQttuJ1rf7oSu^FELm4;l1)24Grsr2k?S65M+!Ljwr6OsbQf$1X>hBzf_f{~>h
z{UFcSFPM=j@_jj{(tom){z*<-Z|_e5Jr=5lNY>?*E$e87z@F{-9XrAUpJ?P`cxcPg
z2knt5Zpe4gs0r<4Z?E^XXAB)XiXe);*y3upWTf4={HEDKr*Bu$r2@`i*pZdRhx8cN
z7Iub8K{u9n*>HD@xi3}i|AA^C44#aOV+<spKRaczBZ~x*f)+VIL0BvrAVbz&n!X17
zeOEc~Takc9cfSD553u}qt6GM#D@$KG6>?GZFqDq@X7)!_L|-X}XlKadsB>IU4pB#C
z3al~7W-m~87?yl&NhnLmts#$5;R(HDTlM>8uHCSzNb{Lmm@71ED(sH41ZQA+WMS)Q
z-a8={2=jcu3lQIh`jF4C6p3P**R)AX#9v&*h8|0f4D)|P;G<q7LFnJdvbEBqrNwD`
zPpTleh~7W$VA03)-27277P<)jxCcy_&Y9o5Wj4nz5e8%lRwc`{KdqRsp)ZJTEZZ{P
zk{rorTrf|}4ZC5@S#Tdvuydi@RJ|#wqy2S&ra=xS942$h-ID>N3TJb3p!35|AtB>W
z<|$;BT;8J>hW0pqXE)IUtd2XEVMM)o1jd5llv+PJeK^7ywGhU?ZyK#wUh!yMFBI15
z;35ZWxuv{wcWJMT#<IRYnVG|E^L*~a=_!`b2-l`~bKLKJuNfLm5V#_5J-(}qX*Q7!
zG)V!cw&Lr^U-;mIKPm(|67)5T+?giY^yXR&<pkKTo3QmLM}4ZQ4uXQTI5=3hPFE?;
ziv9k4=kFg~d^$@pdd8`v21=zV{tu*5+wwt%W;5Kfq%SA<GL@$wwe03Meuaa86Y)H7
z3S=*5WO8`qH*6@CS7hY}D*Ui#7L=x8`UUb{I&bUPT9ySJX`Bni>}mtUJXD`$a}yo&
zJ;iziB1^GAka<{t<(ui&x3BC{_t(Z;n2{qtLJ1*E@`a%oHbnT1TX{eB?Z}5>J9VkI
z*)mxeHL;uxZZ;@(MF%F#Uk|JI5QcKafqLi@KA({oxDzVShv4Px*Vm;`oUYzR6X3>5
z%a2GG@>vpaUxvJ}a@`g0zE*=9O-=8SMkHb~9AQQdKhJ?B+HvKU)hOx1(F@GeKfCWT
zDiKy$E2QBj6#n_kgm0(%kq1_uM*WjT%Mv0a!&$JCUy~3)TYwFl8QqG<iQ<PRnpPq9
zpmytYUHp+BafS=#sPvt?h%gZ&wvlegzfWD>{V-=#B?TI>(pEaB;Xxh6@M}iG{|jWa
z^^?QE<A~e{y*yF;4ia;n_iM1z)K$aTG!NQXV(%nOubrz{+j}9XLya?{+q%o;6O4jm
zxyR5wc=n7Tco-r)NUe&;T+|Sbuvq*xyaRmdsL`9h9#kBK@c*wn*Ue_KYh01!V}q--
zYBL}SPl;%~JeL(As2Gh-390BL4AoC+wB+P-O8Z~>*A_s%bb!mjd~&ih%=9c6Tamam
zJypuz05CMO++iQDe;_{#BT&u6UqjQ>Rn*z~9KdRqQgW=C&^5^;0CX1T<qZl$o3M>e
zPlO^FbMs}rbM#AsCm;X%GsHVWJWr=d4GWYf8cajYKv=WST1DdR3K?W2eUyXRVJ>ia
zH8n<gg(HR&1W*ApooM!DnL`m`#vLZlvc*hS(=SE&!M;MYpGvMd7*4qwMudW}3YZNH
z`(|}LUYQu>(b`T>6m<l{tRS1<EM@%YW+W&}qy|kc@nDA{dA~$L1#JiUfq&EBGgrS6
z8xQTW=jA4yvcws$SmZR4;q~gXMPmxAM6aLMPI<g2R*<?loMf}3V;0{rJ6B=)ZH2g&
zs!1$5K5mzYmGKxiZc|T|QIBTTFa<OLV9psYxCz0al>LNsmtRD`G=GAJTTDqkik|vs
zf$6nRcc_VQGCA>5ve`Wm4*STfMgGvm&4py!6P8SOqH%>;TH-g^rEXKv&!{Cs5D<IS
z5-)VE-4zi%(#UHYtVLo4DL3yg*7Bfm$$KA^z`rAySU<d}WkoJ87bSV#LHU^@W|`>V
znBD6=2DZ9t<X1QMck)EfaDViV9IodLsH-S(TcBHfzYXl}h)gHtK>vF>V4fhIKMwFE
ztv0m1s}C867(y%#0$qS)`quYm{al&wC8}~0I`BGU_3-zNj)^6)V2Y&PMr(!nq(GKN
z%L&!hV~Z#kKw2QM-sT<|448kKe#;y>{Hy8l6<*5(0tL2EW2iHoXzVj4bPSzyc@#~@
z_0h_ecvf~DRaq0p8D&7QGcN=r#STiku&vs;0JT5&>lE_!&12tqFd3r69DL-yw1K^@
z_1Q5re7EkEpOJ{)Di%azMn~3dhI6p2`rIF2#}0vnk`5z*W*@>Ll8J9L$|gN_Gdc`x
zuPpF9qEoRTPKqVUfo@<k3JvNw#U$`=jqJp?68g36bq*mXW}O=Cs{fO&;h;{24Q-bD
zS6!<9ltiAt1Nld|kqm?`7fPD_4E9U`w`MW4UbH(qCsX{vN@KxBUQkfq0Folt!+Yka
zA%t>VjR74kgx;H?r1HZclrUc(nlSkJK?HJCjDc$-8mTlONX*ODS!eNPA!bIJs36Vv
z`8TA#$@K?xmS8#e@Ht6TER<^qQj||+ps14La71O+^94Ahq`R8$-o*^_KahxhdjQ{(
zXRS~Y-(pjcOqvw=ud||WL%^qS0L|}&b8_p~fS2faUEU*H)Zd;$_F;YyBh`BACeGTC
zfBN2@0@xXs0Ub$TXWaT9Na<J!Q1Kx)ZnR!MQ1DIg0`KzwS{lnke7C}u6JI=KWLM1f
z0l6GFkcQj+-X156A?Va-`b(Ev_=u8{DTp|rdFPKZ)2Qg#Un{;DGpJe7dDM(N<Q*ZI
zy4ittg2%rmjPF?#E{2Tzs1gXG322iEb%ElNIAe(SqlLPmdyG6Gp6b@wUm2Z}2&tBc
zBZv~<S=kw9qDhqNp=F4c18YyQV%Ec-sO}#J39&TNm;Hc|_cy?xq6wsYCCf(x`Fj_U
z>LwfVM};#=ay)W75L49Mdp;!yf#RXG?=_SDUY`icuaO<U3vgUvqVPrlLo`dlzPg7S
z3UgM7Q7f%yhf9LqR?2vCgzlIIm?=xCo(of8uaxc8runK+f}rIr?n_TvF+EOCEvZBw
zuViE}ke(WJNclQ&!|L@18f;E+xX+i*d@hfs8~M^*FU;aVm0PRr*;Nv$yu?MN-9|#6
zbBer8{=^mH-@Rdw%%zs6K^6DbV#8YAy)IWHveua0%|swl9E9QX@~ficQku}bGqWz>
z>-G<r@buioBWycz$3~$YG%nsVw?`g{65<jSSA~VOs2x=VWa3=Pq$8p|bU2a!_?mQ7
zL>M1VZe$3IK!bi$jtX!L!I7hW;Mdl6bum_fQqk;8;NKdXcJ%H^S08tD4(5R2=^jTC
z%J*Fq=FP;F(zYucJ<tn|sF95Yxl26D5o9RHgl1ypbDhe8YyqSrRNSj}ky`@`?__KW
z1?xK(6zJ4wxc9${!V%9!Yyzb{CaRAJpT{0x4O>sJ6DFRueXPGJ8Ik$f*wh?WFH3N9
zuWVVNVeVeecoS5}I-_#w?(7?VK95d&UO>}AF-it<2_0m3P3Ui|HMw6AMAuJ~5`;m-
zdmYUP-EdB*mZ7n%(@KnaZMX7JU2w`old^YqV_O8yJBt+&vQa_}Zk;*s<$$?g+ziwF
zTTeszXkK);DgGl>I-4+w3CcoY*i%1mi&Dznq%dy>D00EQ;3IsLAR4Bb2z<hVTBk2_
zGRmZ=Vt)c%MiY@<dpMXVIU9j=UB)>0<B}?FWNv5dX}~OrhtTcb@g%*PpjU*THw0KG
zg>o2#24Ys07OgGPF{BWo4~!}`{3_>$NI`MKA8@x3gpa|ltX|GX@$7XOlC^=7g9Df4
zL6<=#wB6*<a?RimF3EI?1(-<?>97Ip6H<0+*}1h3vJ??EFGNfeuvO>`)0D~r@+15W
z8G(WP_4!~4-rL2*UgYZx?;kgNR5+{@*b{C0Ul)IOrer!#o=j{U|DEYYI-uv_;(>6*
z{fcNXx^I`v4H{K5xLmyZCa|=Ak{&83;`u#1)!8yuXyu%hADu;Cx(becy}ASOU{<AD
z+z;p$0+O{E6JbsmNVfH_SSN}Ljn+P8W*OJ&^s7&73?FNH@jon5A?YL0f#*w)GPO}w
zjpBOMi%U!Hm$5-%tb-;PR~;g^t|cOcG~TOxZQbnkI*JkJ7dHbw6Do1TJ5JQuE&vnR
z@-Fo~thn%VWh?mfdafLUO__se9R9u{9M3e?y;Jscck%*+a=yMIu@Q}7;RWho?PMlL
zR%7B&A2{r5F`F7@^UUTp25(%lF@e%Mti6s&>BVXqGUWZT|Bu|ReOj(Ij;@?lg0B_s
zPJym#t*_vRxxWx%D>|@g0W<m+7+Z8Rn%_gwI8Zm~`Z%G2(2N5LZv$zn!to}Z=(dju
zj;|#g1}ltD(u^}Owu8X8J%Z&#E4g&*9@V6M4z`HoMy4s`ap!`zwyumtI;Z~1IM7b2
zRL@XzL6wt(=9xZX#p^|Q(3dPDamEZyRs{6BCpEvAw98@F>81;ny_fT=6iDH6q(fF#
z9+s<E|9&YJP8g2zTwu4*<IwOeTFI#PyKFgB9kqEe?=8}`cOC{gQxEl@`O#RODK(Cj
z1J8$pYg3|<=eQb{D+TI9D^k)?4yt2k$=*pCB<JST6wQ2-qqgJc3{quuq<qJBT6RHM
zp>QFko|mq`GCTfKeH`}8{|b1tlJ3y=9L4yf#rri3{amVIlgd;gy9-nzvSK}H_-<uF
zqnlotjz(Ns)5=ODy2SPeGs6{Fdf28ui9;$xt14Td9zl~xLJ&GvkO*QHvF{p%suB*~
z_a8O$@-}=Pv72KPF8Q`wlokpAwF6cJ7UjOBG)b<ehrF{IVES?Qm0l4SC2};zx5jY1
z@X%THjn~BAp-@oDgPl<QvrLZnM(K~r?0bsAE%4kvy%D-0iPb|>Ok*g5lp=bzHZhCp
z<v-dyQPk(3r6doG(FO{u)Ipe+a2Co5{jqVAqZpo7;wp%FjrQnyHP%zl=Gyf>P%RE!
z|IdN+=eO>*Gc!L(l=j1{k0u%!aKxh4v^~jv7H>}Lgg>;m%cPbBN9kQ~?6D~be#%Sb
zKn&JCOc39FL|v8X`C^uX2)0f|*beM+Ln*~PrP^I+NOBrd$aPFP8A5~#R)O@#^FNR^
z=&A>7>5Sqf^Ou5!*6^;@{=DJc9(9B=j)=^~{@)YAcSQowDLE`@K`FiCPoF>UQ#LiF
zzMR0aXm7h>t8n}@UtEr#+^>`70=DrV$~Se|Pz?{QWw`nPv<WclS+bjN-JO@Vt`0$D
zDA|rJ(YsbqV$lNDG-Ic_@0we%KrgfjnIE@9$OuS!Tg$X*tItp(h1v8e!F=gPx=f&?
zY`YMn%WiE?dajERzff2#eUNMHkWEEO2_4NTV)F0m2ZP&2Ar|JhXEE}T1xYxxUm9Pi
z#_gxXLr*n2FHMK{En|{Isnet$WdP4ukk+IJfPL*7QhmNwF2VJw&+m2n_rI1aiXj6X
zlUFfHKU&=x-ik66DdbKx_%=LtUHC9<LeIQun&z=L@<Zg%d8}QEVQ;fop?vfzAv+`K
z7(vVL%4Ses6c%T?i@(pEjzcP=Nya(%wag3OI2{Va<DVo4AZAqMaXz|dvshW#k6V(e
zgUPm>9?k*+0o)&#<#`k1L`d~lbi~l8m@#E;i)JQ?;Skz{?NetDEcR1Z<Bb#FCDnSs
z!+lR~s7kq&aCnQA!#5oUqZ`Lg=kjV-%@U6AC5$E99flx~M0fl8LF7&Ug<&7$`>BRh
zoN;ohHFW_dHhG(Y0)Q_f3nTf$sh;@7t%?9%{;jVkXkEH;CNQbEM4GOs#!&qeYT$vP
zu60>`4yF6Epn9D7y{wd07Gl8&&`5OHyuQ%P4|6kW<BQcU-5uM4;TMDwZpqrQB&_=N
zFXT<RW&3sN)HTmF>tPUNQU=Av36*pOjlN&FR_^+**RXGzwNW2G%Vy7ZELEhYe0<x0
z?Xvxd|Djv#l?ESYV4}ssox?dw_H${eeqNqWy2Q{bn$iecqA=lcl9F_^;v6qK*m#k{
z6ea?9f+Rb_QRE`l=(2xS_jK2b=ZAMZFTDUoGn3_=>CeTNx%Z^k2vl|(8agI}8|t&H
zKNm9aqx~1<IV4eyS2pS<O)M#4<3<Xz1>XyT^Bf-fty=Fl4^t-DNR#4b=Tc^NFm>_@
z<cUu9Kx7&$%y*Yrwjlf5HRYXhiqenEsw>}An=l#kfZk_8mUG*=IlWdf-=IUjA3Aj%
zobs$h9l3$;*-Xx*76Y8w7;iUD$m35n_j_OLbX46UTDg2aC1)tk=UWGfy_;C_=Ol_G
z0uxwU|J@-J0B-H=4;ufaTmT+R`5F39$KL>iSP7gd)U@v*!y<;J_~TVHNm4~@D!S8Q
zCB79whgMOzUdyECxpFidpLv)JIE~1bb><0>q%mOdHljgI?*Afcla-mR4HA_aWYFlP
zI@1_o5<k88O+xZ(Fvmt|&p!X$z^v8^So{0+{I*j8WY=$fnPlVT<nw9&-lLSBs>N+k
z2cei?>@eM_BrgBU+sUAHVRQ?)Uo{3+#I0<LA+{;dS5q%eCm}!Aw^*1brN53Hn81VF
zX832%`U*#}IHAwuGA^i&oC5FqiiRrrbv}KfigIT^vO7NiUX;Q<DeU3-yeuyzzn7TR
zA+y3X#h?H;amb`G3+7>E$JD<iV3a4{@+Wmkxj0507EGv?8AO{`BmaCX_nE_yy~;}x
z_I<K(Ecdn5RqY%HmwRDO#GH($utaRCR$6q_<(`%?rlDFoi=F0Bdk_{QltT%0ud4C4
zP@?xp+u*N(M@(t1+1B`=uXeb4$x8u36?>M6bct$ZX)Q-BXyfOWWL3?|1&y@2q!~Z$
z&DMlWY1M%G`=g=z?}t-_bDqqlhBmVC-?mam#gtj8Uq;L=>O**{Q$2+0->|;KX`(z%
z7g2A}NR!VB4X(Hts=@CJO7>SV3B9lJpbB|x?JZys7hGv<!FlI)PyKs(kiGV-A>CNa
zziD1OTNbxZ=j}wI?u#(qQVQPl4z)fOd-cSeZDRp}6!%mXh7XdVtu)HbHr*lPG7kaG
z?aJXx0onKOc@*|aUlO<T<b5Tk-N#GbyrRjLEPI_|H(3;r`0|`i%GZ?3*fvyGFsLsC
z{Yy!WQ-mU3s1UCJlbcBgNR<FXk7@jnTq>gYBvx8BQbpne!Og~LZ0HjsO}c_~k@=a{
z<peR8-q7e7!QBWM!+C5Z!^791Hhc^t*rVderWFSj;mJZVA^MS2plezj?B@7f_t0S_
zA|p~_TziYIB{n4;+|EznNhi}ab4}emjH&D#+F@aMJ(@MHk~?zsXV_SKOL~~^TOn|}
zDv)T(oLcauAff+=0M9^Qp;3Bd3)D*64=xNu$7bOBKB&81Om^sB_b*xutvS!|_}Uq$
z6Lz$76Wq8=KQ7Ir9>bzUr|nZkV2b&k<XpZrD!TkUvXPve54n^iwLoZ5FWmD!x)1H!
zR^*En{w>DYs6r=aC;FVXmW@}>>u6-66-Y$_-gt6zg=(n57bN_zHPVO@v7nW5=;V@d
zRz|cT3(!>koAQM<3F1tRqjXgmRh!Cl&1S|(Mx+U~V5c3yg#thA31OrhzX?ti4)@{S
zvCXx)1IJahW^H2-JOy=f2nKsms$QS@gCB%M%fSAEqlVHNPuFr4QBj|gOS1dv^i=&L
zbqxQur_`}ZcB|jjqRg__APRGTGY)staW_-1;qSOEA*<(l>w)}PjVFWt#iVNF%p*&M
z&*G_h6YA&inNO38%xla#w$PfPM}Ho>&hLO^&5CieB56eMwn&K^=C%_MSbGx$vYeO*
zyy_TY)V8C<mbZV%Pk<Qy)3x9kJ3Pesb@>(QVy4ZcZpXR|NCM3wXF@!<dS>$npyeqX
ztuo_!`GqX4(XZnh@L5HG<WY3mfcfL#6>g)>@+eat3H^H`#1k-}5>{KquSv(R!6gTC
z3@CCh(_G2Hyc$K(;^nD;(viD2K*q2lCbV*q(N^CPDw&-}o=U0KENr<Zk;2V`q>Q<W
zdRJ{<Jkae`(%u@r_#<4un@k|byy>GH$!r*zOvJO8K(_0uLzd*#XtVH7&WzDbq-fZm
z^PVv2BL(SOoWZ`r9vsO9b@`<=pk9};gBMK11&L=ZAJ}MnMM&Sr%RJ%bU4@_#;sR*6
zl<F{qa_02s@1)qqncJ05uP{G~h?rCXv1H4ar<x5)U;@b^AM+ltHGd(2E*`(y_{LBY
zve9WkCnwQAj!k=Z+VNu|ft^_y%g1EECFe7;5~8Mt^DroHtF#x1Sh-^%5lOg^k@MFy
zWk4x*_*EmLJ#Z5PR8WFUOkWsnCw|d>e>bS8j<U^YEHD3av>9D<_CzuX!=FIjv9Hi`
zIhXRNa6p$Qx|1@c5{0PTWU?Ft3C%y50ITAq)iDUUPrk+MZ&#ILso{Aa^^4=U^y7DR
zPP||P`LEpb&yu_$iKx|5kLHMPlM=$SpJG|vI6jlKE&HzUemY9gnon}8bVOvQESGz4
z(ZzLD*s-d(2kbObX?I0iOc3t3hVut4S$J|L8*xF1A2~w>N?)k8!b!mU&V#{2Py)rs
zxsft{PA*xxfn*L#;-m5c9+P>3CiRShXEuy-?fSVS*{HN^u^wcSK}(ySETrtLnRe1)
z>Wbr8xpFRl3{WVMMsbD3vr<JCD@T%Im2?R<mZO4R1;eLeh{mLs*mP%R9j(d<b6W(8
z;XBiF55?`fNhtVM<m{sMCnwGxx{>ojge-EX154gt%$@^Y8O0%zTnfjQcmOn#%Mj%X
z5pxRcC<=4|rngwFZ)g8L_8m-bJ>$8(x$v5cE4)ySA;NgSvAF2W&ZMsh2FiQfYVH<+
zykA!HHdT{{06DTM;A)AumT^&vWYWrCd`zfek7Q!h&@hjZvF@q<zww}S1j^A<`Q(r~
z%IwJ6xh#7)fsN8xxf=^m3j-*nIB#4#(u0|BErNxxmsd`@h=6Q*E*xl`4gZ^+Cwh`c
zNAW2o4#uMcNJGT==$hq}5g{qu?4Ca1!y-2XqKBZk2Kc!QK>d$#7nNejjV%X`QsJQ<
z%mtTc4)S)={-bO~S3{R~tpqrii^FrJ;yMX|k{{_P{cD#$vNbtom^1OCpC@wHP1VD&
zx{EiZz58Pv%f&_)ff1goGx%c0fBUgQ!*kPJUn2~rr_ZS2nrbn@AlqzOHR-e{^$=ny
zfM?XF&Yh}e)tibP$0H*#!mlgonA1yYC3krOHA_9*1Q#!3qV@LG)?y+sNd$Ni%72K&
zh#`8#p!hfsAI@V6IwCBa)`D{MCHtRy1qoL&T@SY=Pfb-H9I5`cU%$SqJ3QE>8~qQ2
zzp$jT<NR<-x%DvB^K>hE73c8(llZCHy?rXKh-vy~!NzB~8#+?G$e!h$=&E^QtYX4s
zNN|9BXR+KR?^oidzEdW`5^0ek*nCL8Rr#i=u9$SPi(st4p^wiU>P|{zBka8OTO-{J
z=1J+A$^|mVS#A>}CsySaVQ;`<jl|m^yE%%LU;uG3^@=<3+x}ZQy6L5xYGMIX$G{|8
zCI*ykxqn_|L(}}NvCU{XivimV#wgfZ(E#C_%V0+K)#H0_*Kpt(fZ_eGixq@UPsh&(
zgnO#~KsJbrg?gWF))LG?)||wrj7*nm0m44wfR3BHfdZ7qC@ePl%ey|3{|Q5O{>TwH
z{0E|ycJq1j^D9ECvrAMYm`DDbgvb1K0%qE4PP+$XR6Ha>+u}?h6#J)-YT<!~f<j6%
zA{!ON9CG3)eLn)bMo$uS{U#QyB@O*E;OzL``lLD;)5%HP+hLxhpkkFkYfNTzUi!C{
zV+(?Lq?C!hjqZfa(`U@LQI_Sx$(;HjJ^$jUteA3e@e7*%m|Vk$x+k(n0lw2X9bDT0
z%{iH(GFKed`4?GV3r&VN8aF?%EBO}U;xN@?e<jRZS6~R{PBmfHNO7{JX)-!@CN*G_
zJ0C2*U)R2Pj5XqTJC|PV7soVXK!K*^^wk|I514q<_MgtCs6Q1(W-3k#Wd&i?hC}`b
z87!~K|5Ah)UpE4V-~WfLxBiOqeWQPeZWy|8fFY&3JBAQp=x#)$yQRAu=~TMAyBq0l
zL<yA?d4C^2=ljb!>#Q~Zz|6Ymd9Hh3d+!&HjboFT*a9-XJ67u8PLC6zaA2iyROCIv
zdmUw|j#Wn!YJjdo8UiSS$9;>hh0Vp@WnjPuEj_*;ZJNL^ST7H85Q1m|u0beadWi0~
zyQBz$6+eflXkthR2)iG!SwybYkunbP5JG*qftIZN8wU#`RKl@wkD3|c6sn)Qt3vKF
zvUt&lgqTSv%-oEnCvh=n6!{c>`<)|jGOvq^3v6X2&U!k&z2Pg`>(Ql@=pktko;mQr
zRn{{#jbz5N60RU1GjY45rHvGSNm^#O^cNnXhv0xN@ukEpTK9M-Vby6TVr>yY0}%@t
z*uqyh$|iU3Zk?7AeFm~0xyG^Pd}f(zlYsQ^YR!H$a<avOI#uv+vlwt(GZFI_vIj#;
zf{+*9)|CRs{^~LaXxy`aZ~rk=akD(H@m9uHs&8zrB3Em&j2mRZ0D*T4K1v#|!f;VG
zGaB&SdCwnxuS2<@9sGInoayQB28VSg1wn0$w^w*a%rZthPauR<*@k=B0Ou(4ewU>{
z?j)5>#=%mqGVC%IIwj-}_&6q?j4lVaW_rBk;p=%V?WAqgbtUnU{ti>ZL}W&Im{*Rl
z3S{x%&9A*7hzj9X4tU~+q81nV-g<bi_+UX^ZM7OHF+NpGiu4K%t4^WK{6w0hyiGEU
z?AH1k90nvU)&GICS!A@z2yFo2{vfNrvxV`^j<CSbZ&6Bxu=x+IUH4bNV(?wXi;s8{
z0+$?mYaV~ua~4v+9v=VGi=z{5^@rCkgoPpLoIJQftBeIy!LXRFe+z0eH{VvW&_-9?
zQY0@aQ9^(FPKD9IX!uKVHYP8MSiO{AX*HstGx3xo*m$7uNY-TT+K@tM3f30Z{k*D3
zi)Vq+hDwP(K|rD&kV$%kl;nvf<ryeodrL#Ue5z0}ZfssRf@!ZQ;hoGn`VFI0wJZ`L
zM4MX*k>fj>NcKW+th=l7yYfi%AwmuV<#+5nNv#NjaqD9uQ`VjuUoUS846NqD9x&dD
zu8c-3fj{^+zEjfn-U%%sdttPW6UC^mz_MVB4#=&p9nN0r5@usF<)#w8!=?U;2V-^R
zBq)#$pUS!<<=6JWz$Gu!3}u-48NLkV;*gEJ+^B63A&o4vRfB$7A6Ie*&=`DaTVV{+
zh%o0zX#?4ymkCs%1g2GfLIKhc4o~&PlhwBb%0x!ttXg5yvjabXd$WBxD2slPB;(uu
zhs!qCE(+!k;M1-^(Ff?F2Y<*yxz@&(a%YE6wuOSS5``X-b&jNZVKGyP9$1s=6zdEq
z2b!}}qn67qOuYRx`0f}(-Bnwwqlm?smlBFpl}Y`|cqLK!A~T(zsNFv(oM^JRT;ZMW
z%Sgc{`%)oo6!OmfzFUL6T0PsU1#!y<4GrZ=J4Q7Y=V1m`4P}Ha2vj5*(zA)5%ClVY
z{xX9|x^!W1lPmSI)w53bV4L?W5RZk2(UQ-O?-(^ef+|gGh8LU;;u*IpO(OKDfS_?u
zf9=2UJsLP>b-H}!DR0ruWYK;t&&osKI!*3p-Hr_!&+yAZqVXXZwFW<C7^OJvU&Iev
zF{(oeFzDt6{`7V!j0UN^A8&ck<1Sf>nOGVzL-3q2HR@r?4`15<z2-^CX|kf)^7XCy
z$CGS$aon7jTpHFIFZ#Y-rqYv2ybW0bf7G1ZK-#3da_PkQp4IoGJKIT+eHl}rOGzgC
zlt9>~P0MdbQNInIlw@-U4~X~szRw9sXGIbHmv>W#f|tBT2MP3g3HuzuB3kvX;RNL*
ztak~u97dN<-a>I{;~B+DxErP&HT%~wD&`J%qRB&Q>PIQ)s~6Oy;)Op#Lu^fsjwaA)
zQ)^G1K9|Rp7J^qAD1GwyTe>Z&m?L`gdz?33ZKDXpAGjhTd4Cc7t?xRh=)JV`;k>9J
zE_c|-)YexTp{1{oE{=D`tVze+E@UNyjX$r>t{qg5D<-<D_E9hrIk@eDSjOPgH1dKp
z79AQb<a5eVB%mB;ur-C2RY@o1I!pEU)yg$;>gPIBdTb0x=&ogJ=ZA})5*udo60x6#
zUO6ne$LVAtqj!OSzrUz)&=!K&uboO&VYpJiE~7>n8M4&!$=W)Iq;bac0|Q>VMR!05
zs$)@NLjEH=H=e_5<k)C23`6jYRny2?Zh&@#&jk!t;pL0i$8)pu|EeBxg0BFWALvhp
zQ)I4Akn&rVKW8xwW~o&|09q=*Ya|5s#gy3!Tg`w(u!n8t%NMw^RDiheF$wU-xZSzo
zk^|?c#LVla4FXe1{J$+1oxU_QY4!A`?Q`@v83A<*g%4LB`$JZ@8hmzR7<iHeHF=Ti
zZ6-6wjw6+aX8O>b7Q9{nW?L)#kr%KvusxY6Fc#>o0SggYuyd}s3Z#DYffj{c0W1*i
zhM|+U<rT@As%6RrbQX-01~5!QaABde7^V~yeGsmM7A1f^Gd1k@r|9>3Q{2|aH)5up
z+(aB05arS2GEQ982Q_&+vM9RKW2I~BONj(a<*|A@G1cl?t8*n{{p=-O_EbJF=vi?S
z`5W;&5ZQJb{mpB*;KKMGvd?{GZSvpQ#uC&Vu1an91|DU+W<pJlNsLz$8_NE}U@dsk
zaMDYpG66hy^!U@9#WUH(<BkMlJ`%DclEHJ99+h9Msgo?t7NRG*>SxB`{Hn;`QzeTc
zib1;ORqDK|B@$6-C*Loi-4jxNn0lC!LmG<B@ZyxcX78BV4EyXQE48!=&7)}`^%Nt;
zoWqt@YY@IxCKWm@DD*@_=#1Wy^;yFYJhT5XD3R@Ud!a&4LXwGM$f|}ckSEOZ2%5%(
zpUIBs*W6r6{-}EMJgbGl_U)?jJ=yncB-&mh)Z-z8g?4<wi7F!lr^E5u1Ou(K;G4rS
zDJSp3dZaL`H&EWDf{FuyrBh60X^QQK_fx+g6_>+<Tw!^c%I&5ny;{<-#z#WlI~By^
zoO9dT*yFV{H(<Cz$=8?UVziwkwwm`$Ij$OPh1}*JKh^@;?+OnjW?1DI`@_ncgIKa4
zk8q-7pd>;o1t+}q!w4N;Pj=#fxNLVDDPTtsr8C|fvaL*7bukaL3J4HWh=`NT7JA1x
zv(>hvcg(QmX!3o_yW<+)=yT*N$SRdbB+$#Xx!QF=*8u9``hejqta->%JP6lILZI(5
zlq0I#k8K<Knll6&=Qxeu9nwoeEnP3z3Cz1m#o~rifciVIxu?Faz1C%Ok?=dU8%g_F
zZbXa-dWRt>_GZlQA$Ba(7i*RHqm0P<#p^1X3_AO;>2n+QSa(kcz<iPydC=m<dj5x>
zU`ln}&3Y!2?=|aydSj?!uNDF(;zpC5+Kz<Aum3<l%D#Gdcqv}bws!Ke+KI@{%M%?;
ze3lzgt2z5Uap3%Eaq;utuNwJ<=~$Y}UsVk@lqtt*&f<IpLESV<2G$bc>(zF3CZ7RJ
zH9dt~{}v<JO_n66>z?ugH^!)mt=3?<aZ*WLoy1wn0*f-VWM_qYp@;rloRLK@CVL{|
z9i5H7W?YAb1zb&==nLBP0F;fYzYN+MI@3db{(Clc&z&sNDbGf=K`fkLDJ3a8DA6`T
zGX-bO2z`x-EJvb)#b_v9Si1sONuUqavPv{3BQdFWNf=e_>(25KQ_@w71fR7Br$B~5
zInhD;3BIBr-}E%J!aImniE;fbB}r;Iv}|lD>%MQprmOASAr`QutxZ}$%ygD2u4Pbt
z3P~EhW5q>CM3!b~X5OFpBEa|KXG)_aX_yt$4W3EI&p4|L`d%K5hcF^Kt6hY%JaP&J
zF)L{xp)<9=*GOoVx=pV1EW5H0l@q+(Z3SJUe)(7pR!4GI-x=E@F;Kyu-EqFw3nlA6
zQ}h=j1>J<GtP9{by7fO+F9WZ$U2^96`%!3HAW2`>DLFHnVd5zIckJ9|Zf6|&-S+C{
zBq@iQL&R9<qtD=Cx%iKZL&T|k+0~`5d#S#E=r{b%yjEVSlbSsDFU~R5oxN^vVpERt
zUBLPbt@8ae{4huY+xH{hAw&n)k%7y{zj(dRZ_7`wf?x7`J~)^~@F=oe-p}y{k@-CR
zHSGp)0VEp8_{c$24{jkk`k%5c{{uCJi?I5BJL57S<gKr%t5McMnCxVGg<qA<B_2}t
zCYi&6XpA+5_>1L2$C$+3^If9)-(=?wp+tkFN?o>ENBo6ccyHPXWU@e{JQPQ35h(<R
zKR~V(^7$cRui1S*a`9~JXYi5fz&qvZv*xg=wdhWM7l@&)^{q1e7w9P^#c%!Alf%7j
zd{jvUX9$Rlcb6ch|IFPBM`>es#0qlw6?gWBqo06DX=l)pM$bTg-#;zf&M<m~yM&IQ
za5%!LpjN}6`1-YEDjO%227}o}J-|fZppl}DgRZq<`Tj+^ARvJZ+Mf#l7UE}({(wup
zo=;4UEFQ<8<alK;OvFX8KL6*QuC_jetZghz0zD|p2)y@mhfVVTs&|0F$nV9uF@^uv
z1`fs}LwwNVvoD>7A|7)QvK{RWvXGMuo<J1#o0@LjN~p|=;9)gi1UoT=k}SSazVH@J
zY^_*MtCZ$%oUwFb|4mf1kgb)iJv~1Pfimp!kT@>hoK*?A_0zrY^TUYQd&9b(?iiAW
z8xI+T6%uv%kr&xhoDljopAA9tNXE*-c?wfoGM~4o|HQyA5k#bnGhd#Ild@_=sCO);
z;Fd1+)31=a8M5D5o?=<><0k`=L2=(^@^izw?c-f*5Cv>I@U-;)E8xX)q`KL9rX7LW
zvE$?Xv?teXWGXFF%V-I>pkb~*=uiFGyCX)=pyc8Z*f|KJ*Nc`KJIcuFRTLW>3!#GJ
zu1a(j*(u>%tkybfAA}*24PBjoO(&uf%&c>VmPU938RQETJvl1aNjC>91R4SL@sg94
zralykyOh&q_WJPDSGPD1H1ZK$_7(v@%w5CNvqd=S_pSCJvyi2CqA7fB1)V$H!9iF}
zG-e-W$x37MWjiKTFK)R}XqyoC+nh>hE=afcV*NthBR-?)NyEz*R3%4JvrPv*eHugk
zplGa8*hQz*l@;Ee;*r)m29^2~)6%2}vg-23HJlcEg~4X-XDMozo(G0w$G7pLXp5NL
z1TNX^<%<<z-?U$dKYJ9mHF5EVu)%1hW5>vTt9ceB4~Z|4)pm;0MkqMv+{d{MFqKl1
ze;LrxNwU#kHyy}D%tKLJPvvT|fkA9si8!m;$R|GV-t<XM?b5_#YDZe8vA|vD%JSoy
ztfpZMO!5p$?aC>RME$W~IS(cPbHa<2RoN-F#LURLx9v(aFz>}IQl@ZlRr-b|sdrjO
zW%shv;wVu8v>DdTlfKm`%t0or*YD1W2f+vOU94)F)ZaSTT**5ke?>*4Ax*80<qSqa
z8bVmV2#H8+zJC;Bq>+81T>I`BCXG*|5AgyniOGNfy8^gNl(1p@0Coe2rfTWAn0wuu
zo|xNvzkdRH&ybPoNJF5~q;T}b!(Cz)+JcWJfpy6LE8HVWQHfX@&UsNUrWoa+D}!7N
z6h?E&VhZ_4_7~)GCe{qwFniY6$N@4ea)dt<uX8^1<Y#3HhSy&@9xS6@r=%f#(X1+N
z)Ijwx0QgW+q8gS#NS4=wgwQ9`9hq#_itpbS^T!-hQLYL;#TU=ZyLg}G3^JQdZwl5W
z`a@%r>m^QY{eeSt@OO2E6*_>+taR+vRzqv2LhWxMN2PavBd_-laL!TMMmXG3+z>4#
zKWdo$Ifl&x5usrV>jQck?;B7oBF4fR>FExeVQ7wZ_4lpa+4)a8#26awO3GQ6BR|i3
zGq!F*c@gO0-|eI<N3#+jJq!!WY3?5prG;a-{J9wvj^+8_2msu}(=T<$EVN{bmkS%m
z4!dmc!D3m6SOW&Nb7zXa;!=FfH2M3d_M^dyWNUojwlDj$-fy>`cvc@Hzg-kJ4EzTY
zKSWDlF}<wH`~NrN!R$ct6?RV2m3D)s^Jmj@B-Z~Qd5$bC!WCi9qixyAwh&k95Ern4
zC3=t!!uxG0&>?ZddX(SiK6cZgj8j?C!<0Q}x;ySSs40@jkmbZ_gHY#_zclTtaXo}c
zSzn21fR7@O5&-9p-PR6kaF>_w?M;NdoD|XkuCi3`=Yl0$x+F4$K}K{)%$ds8nfM7M
zIBB5A|G*63F0;GU?q)?PdvQ7lL`VamT*ig}$H(W?jSmC8CqxEGB+1DF!P?~!f{;u9
z?*Bj>*8r6s<#nL%scR$r?@n{190-tPxU|7Ivgh51|AEr?i&${#;_J2y_uI(mzVFnQ
zLS~2Ul<vx=l3Bzk-e)zw`VX`a&mZ7@XTqSdX8zR!nE(o(%{GJGF{GnG^axg&^4j*r
zO_s`ptgRJ)sa1WST3=#>qg(cqN5%s%Ej*?27{|neO4z$nqtZ-@IXDzFGVveCc9Y;f
z;8{bBi!JG7=TE>+JC*G&8dcb;OqqUCI(Rtf?cZW0rs@3sL3S__NC-7L(Ta~U()DIo
zZVK*o>f1@!n~T%cY>5Nx#S#riic9(YPQ229|A5g!R0mS-KocJvDM@H32ub>|Tbl(N
z_vy#j8%c55W)re!Vw!1AxPE)&uU!tnoCwYv$KHG(4e9qzup(lBbe+)x{e*?bgd~YR
zh+aq%tv4h!<Ty!8?|04G@GuI|*hgtVB=`s*Q_Ww;k0U@Fws3d<%HA5_VmTDs^R=6q
zb|}NO$6X?VQ1iPEq&}dx%U(DdzNq89qaOW3E*)0Kv6%i&@uc#991a<&rz--&`d6lN
zAH(>Wf$A3yKPh8HULlpv#!7OPnhY-!)^8O`;#+}9^PqV=fZ0KXmS)WCSHNk~`>xT<
za8#~<EvphKgK{Vc<o}k83<m^W23&P`OS8;n{Q_T4x7beg>A?K#13f;nz-4qn7%M1X
z*I4|0^ZQ^?`Jm+Y8eP@p=w-+fpU$UN$tGk?6DM~~-I+mrkr2ba-@!Q<yk;onPONRN
zjHSZc9lp(ccmnSZ=A*n9fqbCsSbm$g920sWkIk^#C&oft(ywy~xqJ~VO?F}df-c9^
z8n42<pDm$S2sb#F!E7f>_$2eXLVGb$T^T!D1x_ZELsCmQ4{gCQ=dImnOC3e~ufl>0
zd)f}myG;;jb%YECf+|YC87ylnE3^e(7`=B1bn&DJ65S6mNH4s;I+~*tQAH!JX8F^C
zqIJj>S4EJP?O^`n4P29rDc@%0ihQH_0js9bjg<PRk~V6dxQc~+qTuJ%{wXm+5T(y~
z-N>{jKdG+wt+M*N^89F&CPw?6MMw4iv|_kUie3h)g>hY%t1nG8*K_~M0Y7i{guGZO
zOnPAe-X-4w3ev2J`VfqphN)U#x;3%ev2$lg!8{}DWK2h`3;_+)dhbTrv;~&FCr@$i
z+(;o*c_ZPw{u7oiVAq&|IIhH|rSOzG)58++o2jIk^#zq!%?8hQx(fbHOMeJS-3CfZ
zQONN9Zs~(|oVy<?E#VEDNOnqQrdo$eb~fF__fiH;1aiHQ;LLSrD)g}$N#DP#n7BF|
zp)zQbv2{Zu?h2G&SCy*3;kEHZFavn)N~<eFSZRZBsS2ST0t}M8E@VMIq$pVYEhRUM
zN|6+vpk7uSlLkEzL4KRx=p9b18RFg~ysdqk7rdBWoRa?;EXpFy17!};>m0K~XnRqm
zb|_3>GG3{D&HXx4HgaA)1XJ!f{p(vB2n+NM9*nzxRI#~%dWBZahco1H6{uWO6iI3K
z!?yjWacqP~zyd26^Gmtz8|7F|Z~>1qykH$OB^cn(V#~7XBV)Cb9QU*-UbEPeU&nE%
zqlwmLq@{!IWE8APu(9x+kqD%J{&=VIq!?vTMO<az+Mrs-n2!AZ2V)*jN>j#gQuW~R
zR^KawxDjHu6eU+3<%B<(q6IR{3-ZKo+V}kG9glH8;r}#mtTAwzs(Y*BQMO=5Zl=jm
zMeqrL*(yPb_1%*&^3<(LLrT)p7-X3-Re~lDi1XYIP^`&Ju#{*AKUrIyr!zj$Odu-D
zWc>#^)k(`}43AV!v}L$ksGcd$Ekw7r0d-*CFI;Y3)ErvMAW`HRX!&(ZJ4`XXrH&KX
zE(kgGj?^>e9#$UyZsQ@=lF4HWj!`l*UB^mG7MIn<{A4_9W+K$Rk^NPZSftYbTlUnm
zCaX=Y>l~h=MVbl$thZMG5G;ze!YIIJX58=C7J)`QJ%(Q)?8NbhC@9TlGU*#MWq)?n
zNl{OEvMVz0v2DoPURx>yd;jX=+ed|d#L$YCw)O1lvbb46_IEpD(M!hrg(SF~CBOEs
zmrU@5jY3xEeSgpYjsQ9R+MmVl$86HYC6?DJ%gUj={ws8IwZQ`>lO*9{pv-x0S>49Q
zhM{>^>UyPuSL0^*L0qTR;w<x5n31LJG|kOKRYrCzIh~|iqX)yKYrQX5G$OL{<5U(E
zHaIv^cpveMdfubNPW;)x5Q}fe6}YiQuE%x9yNxSlQbTCjU6QfB+W!>^6^VQecz;#w
zkkEWPAf^lA9Q(a^7lW@bU~U(|N9IH3H;<$H0To6<qBMen8rn4KlZnHU!_FgC(nM0E
zSB|tDuM&GXDT24Q2K#aLH-{gpKL_>u_P#u11s4W*1!_RV!)(Y*Y(j^Iz#1?m5xiHX
z%(gI^x@|;RJQEYEk(T)9lINV)BIG^U#dPQytC?SWK7eoy`&R4Rb&wIv-upZfsUwKU
zH~vd9AWFSkHhvr_7G{(VKk^%Jq&W!s-y55@p8CY*&c`4M5X_>ais=|==f+l7IKZ-`
z+v5?^JGmPsc->0GJWK^2tNe;(q@JGx<%{R#xY`kBg%<xVb`bmoqc?m+atu7VzaWCd
zk^!UrH@YC%jpNI9Z}S0y6sp)?0{5nw<=uSz--X`qjvH>f5h9acsN^g91vyT2$fA9W
zf8o3gZV&o%KRf^e%>^1{BCEr3hxV^yp&)NZGN)~PFh<X(Bd-K*Ivbu;Qo*<JZ(zs|
z$Wc43Spg1jaExL$Jkpjm)#TRYM8k`u-&2Ag^}0IWd{_0;MHsQNB-6&Fea-#mjaWwv
z<~zBQDFKZpv5vx0R}u=vh~w(?;7=2@cMHGG+Xh9iD)W;u+-&yv3AHr1zcB~56J{~`
z7oxjlBfJKB-@fD+dGqJd%)1B-PFu_T3_R!btSY5r<UwvJALzckF^N=R_G9rx9QL}f
zyj|Jy-c@}PrZ1zWt{o(0$EeI^n=Q<$vzn|);a#fPT*uTKZ$!|LnJo%)^<iO^A!1XZ
z`mDp*<n`3e;ptq=54uK1$a?X=oOvZc*g*EqA8OwUPtF>-d4i%BLFOl0wom1M4OV`#
z%5Ey1lS$^0`#SL{yet!FJ|wEa1l(0>sSc4sqf+K2!fjrk6HYHuOJuP}%PfI)hpkK1
zoHE>XYPhWEbE<s}JSe*#$=Wlq>G!@8D1f{jN5XjS)jN5bWv-;zfg$0h_~pG`flo-t
zE{N<$Y!4mHI(87tD#JK#3}j)-^@AfJhmv^=GYVCNvxC(SCMT5#Njrc3u?F!yP{r>r
zJDR1GX!~#LY9F|=J&`dMB70#;r47f;>Orz(6SUR;uDb^QyEA)>Sw5&yI-_IcgsS=^
zESdd}BSa}|@;wVFaD`c+r$tuT;XLULQp4Gs{u}uy^^+Bv<|lbAN-0N=wceS@ewS`>
zCHk(uxrhQhk_sxtTpbs<J)~*&N!8++HI_VxgMYW6u2jY0rf-yd{aWC!q@-7vm6)7)
zQ7fHbC@Ys}WF*0uIz=p+rRAK8tB7m7f~f3k@X$AAJFD^l2CeKARt7c(_=!>uJN$&v
zLRpI>oxu*7C^;Zsa8ed+Jv4M|mDhW;T8f8=QVahxY1_mDuNx^>W|rMgXNM~vUNkKd
z$mLj|zfCXx@3|6>00obR7<VNV17FTWZM9)8g8IfVO>J#eWtNa-0-{d&aG3s`8${)k
zj2i;gtkD4zMo>sP!+>AIt^)hkTSWRzNxRw7_fJ!2Z{!^*VX2GLB)Nb=1i?6MK$pXg
zlqai>OVM0cHC#n6iy%#v;N;|vXjkwFV-e**$l&@}P5J0hPh959hte4a!lVvNt(Mb_
z(r^^o_Xb4ih%({R{%<Vhzm>56v~a^Eb2jzTS;AqAlbpoHp>Y?J@+XS{RjqzMesd;4
zp5;eRU1n{=Ft=5eWwMdn_jA+hX4v<z)}ywqutJ8Q@e`FrL?r-L%c$_s8j$<WJ14b<
zC@b3SLnC&vfNzsF9jOS<aK1^(Q}nk~kP^Y)MgFsQHz@1+>opxs%HAtUlLx7Gv^ahW
z@4t{H4UG2SuiY`@(szEb{x2>miG#wDqul=<xp8T>etQ+fgIqpspC;8pJ823A#hu8;
zm)b{_CDCu3gjl3d79zGyi8DF1?)^(3cK@QeOBSO0*IKZlIQD}^It;V7wHkDLG~Dtz
zUKtMq2&iCATf@}fZ6mDckdWbz%-5H4`0zr(s9E7hylNtFs<{qBZtP7Tr&my4FQVba
z(`LYrQ6eoRk%slZPWV|(;>{sDBUE#P@O=T@AE^D$5)CrOU7zUC+4;EUkQLhlhqZ_f
zOT|S-Z94LlLe0JHKhw;rDz_F_I@S(T@u<IPX51f_pg>ONW*hBybn08xd!oH#8a!3$
z7x9X(Gzh#hjoH`J78^Xa2qae0)fD5k29=N`^>^lyAnx6N4LvXFm-9g~Y@4XVnyDe+
z)9AqUv|^sap?PLt`eJgN(x_7=dLmpm46Mp*XONSf{r!I&e)en#h5-4B@FDRI+m*JD
z38NAf$Uy@;>)Y6;EGLe=@UcZwUf>6XW4Ma-kZHg~603DR*?y=m;c^Jr48wq+=k6$t
zI&MaIlC&jeW>~XM$icTGKtPWOp^*{*FewR^0C0~v7rgLJ^os@qY|BR;on8Yk3cwuT
z$~vG?{c_5olLO=*QaDVkm0OR@*1R0|nU_&sCTOMMN;3B~Y#gYsJ9Vmh=G*Lq<O~tp
z`*xQ}oXDj^Qx3yedC>jH;Hg6sJ(6SndW-@V$*DqR3}et@eNY5f3R%O(E3lNvFiJjI
zSZApBTz4|Eatho6Voqn)-faWR&=}hNJP4Fwj>>5(Arp2PCY}zZAyH(E&CO-A6nJ{?
zWrZXGR>@u$ixfavby}e#jC5&~qwq^dj$fsq!LX)!<>%WM>iw@m55NXP&s(=&BHg5e
zQA!<qUj*tKrC9sBbS|#!9UMUnGRwiP>=jN1vM_pe3p%Vsv{b*k6K*6c8NKmD+CWnp
zR=~psRAZNd9bB$&TW?@+#hNG@f?*+k5-J%$@E9WlOvdEk^az3ZXA5%oZ`AKw1BztT
z9fcoeEGyW2{>dU5vWTW{vHbSp<n}l?I#V9r5-Xso-^c`eBLDQfzrNqp>joPj%Xd3w
zcKIr&D0=*LxV&0?ji>Is(=BeQX0ES2v?Eck4;eH8@5Q~Dte0z`2tCF}k+X<^6ADvt
z0yJ`gq&nL_^l#*|$7rsApr!Qta`eM^Zfaw?>1pH3=lr45ZFCmx(Za1?EiY{J{E-O1
zeuY=yl(atgg0<i6lhvq^O15Nj-Ps}VT7l1jVrCJ0#9)cZE$V1UGIfJ&l=>lG8GKwb
zuBnt6d%TILhSU9zD&D?GA8wL?e$?gd+5I_rdmycD<Z^N4Cvz-W6o8xozLyyS!woK9
zg}E-;-jze;9yarJIX(&9sQ@SsjuBUmBzFl10vnzEGx)h|t$T^bq*}*PXW7rMqKH&u
zs0IRpmutHL*uH3}W6TYe3bSciWwgBSmldokFG0QTV84VXl6_<5vy}fpvBu%b(;>f@
z;6)IY%ZgNM5Xc5ao(d_n*)0@ierG}1%llLOPoe_)W>7mnL29e=x33_OLx8t)7`tfV
ztGb%55>^Ynr0V{%0c37W5=gwXAATFNsxQElFd`AtRziIubCIuhnmfK2WtJx4)?h9Q
z&;9u%b4bTr+B4eqblY2wo+2dzpeSC67nO1YfLwe?X}n^>0)8?PGg{^#IzYI^HjFF*
zG&$febR$`+3YJR;VS#o;M$D@a3IdAM|H*1{@>)sKX0HIY0G*N&DYxEu6u`gK*<2-~
zlf$=$c9<D{@ZNZh-*)Mvf4m$+2P{erW?xR^<r${V$AH0+m4~hpCDt_gW+_)oDTG7a
z^XKlKga$b=aAX=%(M7MOlXZY>ZKL9Z7~V&moqq*tkho|$VT>EU1z?+x)AzQn#(V*u
zR31<w6|(YaroJ<$mpQ4B?CRZ(Q#BmUGmQmPj?qd78-?=(TWq>~Xo}z9sKL7C(wrtJ
z4-a~~?<^mMGPRqExEFaDSMTEYbvr8>V_c8M4ZR0{VFcy3A0k{DLkB0k0`d)^C`pPo
zyq~@Bl0q7Pq4+OVKl(1pU_yKic6{~rj4l21R9)cTRmqwUuQnC>9D7J!*nEW_(HbR(
zZao&(=KY;WUja#1Kq@LfRRF;#y|dOW>0kUt*+1@h%p7WquI8G7lpG$%o>bId-BK%+
zK9$!h)%^!zQVjUZVH#(W_L01Y?zwB@KhOciU=$sU_Pd_r0{(@i_wm*BQ7^zrCrd*`
zxvJ@d<!~5%G7{ask%NLA1zIEiJigS~TH&)G10JCrmUAbC8+TnPksmE>2QODbR`~8v
z$_HL~x&Hr6=8dxXvU+r#@Kup#@mXvW0EZA;Btkg4({)fNj1>K^QcND;wbG7s)f^H>
z6mnfX6-=VnBE2VpxlOHR#_3Q6e~<NbLk24KaXvAkgIu@FVkT7XWo4w6W<g|vK>HWn
z8EN1v;6_m@h6-{H$!J-Upz-I%96Z8>%JSg)z7kK2taX<ae=zK&Mu88Kg;x2S9&vtK
zVLUX}+tfwdTeWRg^q%i&k+{OyvkgS=nks^2z6O;-z!g;m+!iCt@7RU=ey0T=*Vfm5
znu86jvhTL#v1+#6>TU`g9B7KyG}}LkLSO^ek3Pz8w;7m2utJ(q(ru|Hb5pBAsdPWL
zQ0MVe3(+i3{9<$#wx(zL_@c9!dUYLrPT|Tljr%QrYMrRru!xAV+SsPt@BPk8&wn6V
zd{8@D6wu0+{6X^Kn)?S4Wytl2LQf<w{fv+;+saayDurB-irdZ)Vhl4RwIF>@g5v=>
zJ!t-q7lA`;j1RH-fmDf-1}aW{ls?k$Y}Np^Gd@=kv79aKWcw2X3$pmFlb1UeDh1x$
zxIZMmdAL4IUE&g{s6h*Y<FrH9k5H<gh;)ptEVYd0_#&BEqrVm63X1cgVM4PrTLyg_
zPPl}$T{QEd-rJ9jCDyudTb2FkGchVGG&3O2faD-ep2uG@uM|S_YU(~R9q!_QaFFDN
zz-Wmc;d6`|m{?LRRrJ=3OI2cnLFsy%@&AF|8Xr(1!|;Ch=7UCNtrNLBaDvQxHk171
z52_Ix5xmxXABW7ML3wBi3tSHsL6_N{y94}?ps|I%<Bq2-Jjm=$&Md_CmGNFIQ|^ce
zm#?Z}z+F+TeILG^1)@sEuHUAU@%8Kjod0<H=#^8BECQuzpz+vwHI3QUa5RFM*u59f
z(jv5$o3SndHSKx+eJ^I{YIN_g|L%5@mK9A3plz7Rq`Nqo?C;Do%-)S&?C#}2=c&G4
z9v)O-%e0`>l<!bUN_xJLAlKDXW_f?ArAmK2p4L(6P#spKOL{_|Vcr8e=l4btvZzQJ
zzH4bZf?@M(q!D!{Z$W!<5$_#>>7>h4N0{xWOqwCkXrmY5RKgJ#WNy*(YkCvo|3G9D
zaxE;`Gk|^``kuNk(gWVO#7zZLZmN7kEo>b1Oy_=(lP?}$y|J04e)};<y$mZ`Nf2zH
zgJEp69xf~mMPh`dvddbKgzSar?QpplC#aZl6t-r#7^8-LI_;~{;*=aOH5yDpVCcs{
z;uelYNQa~-0ekhaz&A?sFUh(jp9fhd^=KA-CB8+7fGZQGDgES|3>6clYP?Y~Ubjp|
z?7Ie|Pq7oQxRJPuCq;JPY7eK(s@lHx9XLDYDaY`LsmcOT=h2b!5xBqa(15OAGSXNq
zh+8Ry7F{EHbx-HV#1qjU%e&{A2<qhOf(yR^%1~NuYiB}sV|NEjjwTl~P-qd&lLulM
z&#JT4Uo;W67St8O5wVUbThV17_5Y<wr>>49pfxUI!vzWcWRc75#ZKi}SEH1z%ZW4C
z#U(u<(rTxinTzj3kW|b=z>_TTqtr#DH_tu4*JAS9%PCu25s_=zq?)=1Aqk@vqIYyj
zA|YzRYyC48Pa7x21zG9lz*pqa={srd97tiwJa2Gtco-PIinubcn28dz`ae%9ajZ9e
z4$Z)eHC}v)*9c@&P>zunkEhdCFGkR9)MmlV08~wbrO)m@Kg)X?tHZx8&wbG+H}OBN
z4(?geGIX2nts#?!uC1Z2*^_y#-#2R%w=%cwnn6vF8uNS46r{S?raE5xP7U=l;SN>4
z6aC|%Nl0hP0A*^)GWuSf@wNIH-c}u$GHbQOk%=cI@TW(_h7Ha0b-{)Z%2ZIMSJN0$
zZ~mq8a8TXxja#+TR|NHk@vqhFoyP1Fi=z$>i(TT=t;F7=+|k6WZTK}69t7~t@MxP$
zG@Fn#Yl>qKNG&-bNlUyrcKiNgbkFXN#TVGVnfUb&dJEJ-0^W0BRhqrcIbM8zPDi($
z$^pjy-R_4!_v@Qpwdx#72M%W!*dcsK;%wWDAJ!(j-^mlm0Eh8I!|g>U2bj|E#{Abu
zgWhCkAv{`SIL&TcR?gbG8mtfqWFs4`Isf|E5z7F<;aH8uN)qZv1sMtbsY$yphD3w~
zja*&MpJQntuW|j1DdaHtHlB!mC=iufz9JYE85?XNOl=mH3F6z{nSOlDAc9c-AIRjv
z4!*kl1muarTJGtAnZN{-8#=dMkLAD_e6b^+f+2B#`6SdV%PYiQo4c7BXc;F2LPBRD
zQf26mK}|`Xr3f18y>6&0`n|M^r$Vx)-)(q|j1WfWmhGls&)N6_^wX?Po$i+k(=LlW
z7YBhPxQ?(S2`_(NYrJU5Iyat<5gm#C+&#uqJfM+8!c@qYgpC7rol9}Hh+_n_lo$J7
zt;Rnolk75{yeeTT>B^Qsdut%ZB{R=|`{?X4`A0T|D*jM?JXM{x4&)DQ^x}&g;fDkV
zc-{5|{5d#Rx%XWHs_hXX0}i5PS;(Rq6P-I6@eKg`&*s}OAiE#=6j*nR9kc6;oNsei
z|K^%;R1V!04#GuBtZk6P>cjGWx*cesyNeFfdlew^_7gMkm=;q7D}+JR%75|13;>k_
z243=A5`kB<<j7Jdj)N!L@2{-1&>ftvqu_$LPF@kx#O0U1f{d4Py>kV1CN*wMh>BIt
z5z?rF`T755DQ1wSfHyFcLG6Tk+I>Br$mlS&1RkI1$l_%c6#aqCVb|l2vqzcqIbQ}T
zplHi#@qRa>?&ob;{|5*B^8_@p%@P82X|b*YbV%#<DU#;Nf=t7})mdUj-VN2dC{B>c
zZSKvP(HA8%Jnz<>?%REQg5u+6U{w!w9Q?lVjQdHyW!b^L%uaCiW6WzPGt0p88QRCA
zt1n*j3a6OEtX!Q>%8!_I9?)eqSrXS2UWT=GrRfYC3t1CBX*+CBq%IZF8_&3CHw?%{
zpmbK>;18<e;C)d!N<0Os@)iW!;4P8xD|?z2p$uw8!#CW#*4mmX`8?Lb%45yxyvJ~&
zGq_5Uv@>6Prd1h%j$i}*TZAv5R|yLX;%e?GaO-9Fz#@}HZ2+fMe6_(+Sq2sFX^bv{
zkg~#iGC0qgRWOy`WCeS5k#dO5b=)OJmxo%=xu9G_1WvkWUjMMQ#P7$M#%aR2s_&Uo
z>pM?Wh*YY_{LWRxTCiT}L6GKJZmd;qR3-v1PHGfoNDERXQ9=nyBzT*=&S6y%tyMN*
za6FS%FOw`_kd{8B?f?fc4TrDfwV6TQ?ew~?e)nyGGc>9fIVG<;8#=sepoKAF)+lbS
z5z4R2!aVnbK;*NGp+)cvex*dUin1KJ8R_1)!mwx30>g#&jT8Arn@s;r*K?V)p!>%H
zaj`-SWIdB-pZe7g4v)$yGVoN_xjlsa<CZ-c*lGY;9r{yJ2Z8gjp;d4lp_0Dcqm5i_
z3Ji5@WdUN378FT@YxeYY4+GSWUykY^N;NqZeZnD^XAzG0-LKvE!7VN&$#XrDQ-K6t
z=pJ}R;**N8ORq*fQb|t2twia2`)I%n1X_VxfWLK;LeGs%k`E32=_roVf1o@Z`!6}S
zNyThDDWdI9i_CEJ$59Pz1ES_km-3e$CxZFAMOu2R_ym{adb-i?v%~%p4did})OI>#
z3nN<@nDfJP^0N10f|2|R$Vw+z^bm6Ow>$iO0*vS9teWzIDE$?Ovr07v04In9p2E9c
zt=6b!k7a_>Nux5_*H{_q2q;-06f<s~iSY$?msRgPR8|-`^&X(%6K8Fz?_$I}jhYEL
z@kR$VHs<uzw8AWGWxl1zz=&DCU~0e@>3?Vqhp4zZC3<$cB~)LCR>i%l-ii1fTTJ#l
zq=IagQd{M%FfB{AqK>+@l0I`%-GSzExz=(zj}ox!CjbB@^YMJh2*PAa_4TbbRt+>N
z3svU{kubcSlm$nDgGDjYVS69+QD^06NfAbsVdl)W%sWw;V4e&|b5FT_c8eJY`Z4*}
zsRCBn(ac62F=@?T!0=|~GN}X(%F_?N-sTVY(jv0)9&U>h3I&vB+gck^Db*7dW#l&S
zxuhOO*q8FG=$|+MFn*sE6Ly|ZV2+xJZ^Fc=Ar~{!eFS=By5b%U@j9TFtIqjjAwiBz
zfE~pqKg`*Uo&Z=jz*wOy4axb}?V6!Q-mWU8UV`Z*_}DKbw-??M(wn1nak64}Fwml$
zfWV*F>e4`(GhaUOmmb$RcU!-|{<LSiL#v&b3;%&~MY5E~Gy5WEdGPxp>-;V0HMcL0
z$<deZ{fCJdTI;#;uh<$Vq#LMq=YGeP2I611ku~051KCoP6rty7;&+ly!N=$~)@l4e
z{SjUmlg5q&*8__^Wuo(2C1ljS1^F|)I-MwK3vb>>=iBR;FDY-n--Uz_(DlE07JSx{
z$*7T93Vg7q)n)2MXCh};3*!PTCfp)uA!ku^GD-pVxSR37+8QL1g>_*$xWg2{ACh?e
z(DJQbW_no|!>x*d{lmk<2hxnBz7c1mi?X}@Z>LhQ(1^p+`LZ1B!Bx5q8hiK4OYYyh
z-_11`0t_wPG4h~aC(k{s9psq}M1A0PT+<xdVz-knT*`SopDggXf<h|nV8X%NzbsTs
zq3IwhQORJ6R5yq3RAQb5+J7a7J6q2^Nf-Tv8H<ggdlDET$z#)B6AalT#Z<~yK#vVl
zmY}N4dZ`*5T3eM9X}9yEe7@57WjIzijk)!CQwarf?w^E;P+hrt3Ez$WQc~w^Y+Q6K
zw8y&cz_|z%`z8NqnD{v!Pw{3;vb3F%d=Z<`EHCnq2>!Za1rsA9dt8Z!F^ss3_lQ$0
z`)pd7vFN?TJe}ae9c@E7MR8hK{N+*nvA+dbk{wio2ySu+Tw>7|sL&_UYk~Z`otS4#
z5^h5(CfwlgZJ6}{J5h0cw6pJq^Fb^*j6Ms%r_wR23$zWbmIrsTY!h0SuaVP9ONn*$
zCN+i#-v`h`fh_0E&loAhMLJrSea=|^@rH3fGJW})t4FT5a0Vb>N)y=2)gF?Fv5Vu_
z*Sm>tISiEP3B$ZNOot``O)iQg#;h5hy15&kCZA9^mH`MJSj_v!7pI5dWYWnrDV?Ei
z{k-v{e<I0X7Vs(rBs|O`bD0Hwnb%ju^?T9WGC}Tb;YHy<kRKmEju&O*kaE->Xa`%N
z1I%dMzfb?Q+r35)D<dvcUm`&-CMmU3OnL>g!cQ`E`O<9@PJjtp_U&5$@_tBPJi{y4
z0}|^@+3CikVcR^vKU1<sTOpDS!Yp<Yh5onQ5*=Tc-E+Pi(e<GT^qick=m30zEbl+W
z3qCzP4lU<?&REbh^ZDAd*|zsZfX0K~ld?|lMjMT4WUNlt)*?kVuVC^uHr`<B$e+)A
zD5bUvuzPPdZ`w+gOwa4^B!%AI-foK;B3?q$HHEi+tSms;o#n+Ux)P4<zmB~}@7+<%
zN#SUGqtgyX^v;yczS=(z=%s}A(cmM?$=~2RuEqrLIHXxB%6l`Q;}ekV`oC-f7CIpB
zXOfQvAyd&IT=K8p->D*2hZ-g%+d?|otQm%EJ^uca1yx2ZQiyj)iDXGaST)}k$cqyb
zU1(*GbCA3m=50WerCwc_O<6ivl*{hW&}BywYt&=?PLg<ms6_sDA1Yo_I;kXR0ep?i
zzJvuI!t$jV!Xs6!>@T|YrR^3RC@r4t?IQfcu8E2*YPya$G{=iLv_Zl5b=*5Z)ral^
zUQg)(nNi`Vg7=ygNg&mukiW$o1NN8XY3S`{f29TB#}&2)MA1<i%EuK9tjfWV5CI1<
ze(%f6_}?|eKbKVWN++u`KrkEC-)lBXlGA)FU#D=nYE#`!OgO?<)Td;)!8zcGH!zgp
z7BrBm<@YZUYZ*&v+*vB}vsyD4t*y1m1K6@36nSi<MztDOjcJM110vZKX>=(B7hj3U
zofF!?^4ML=C-vnfJ}4;zY)eS6!;qoMV96pn?azx@Sy(ApaplJqA{~uvL>O4wl9-4n
zv@ZWTgo1}IMrHfzX@H<G8aRS<=>IauQIRZ=`<tghGhpQki3+a}jR4_QJUQ7~f#nk%
z9yb_boBVs(2PxnfZcq39t1chDPxq7f;oRaK_W$$I3DTItig2!I=uK!ky7B*c^8hXI
zo3MXi1D7;`R>q~orH0-(fI$hX007O@W^?%x=v9Cwh>RgNau>_wu=x)Xt4ms30pswp
zg-5_=?*KO@-o?jB!0xA4m=M@5Z$T#gMNXQqB{~2P^{>yc9Nhxlf!{cl7hQ2m21Cwj
z8ZD$uwh7lrSP+5Jj}%R|rj_yfHiP=ONC}AxMV{801xf;u7<0<c8R<AWtS)^a+0yXE
zE1r9?|Lrk=c25G{`-XS<<VVdRSl<nHHxg9v6%jJilWHya9Uw`2O+5(o)p38=?emzs
zFc`aAsN3w5?~A2L2$cCACwcwXWQtVvkcEkSB);!l<Z$<;h3{Gt^(u}8_s`Q!d<M^d
zpk8jrSKU=PfT(BF{h{P9!xt5e<uYSUotII}UPl7cIEnw4ZbwJvOryc2SWRf_2&oH;
zpaP^&0(&a^x^NdcS#>gr6V|j$<XGR+o1c4Ypn+uYQCv~p<#jU}=RlkYD;-79z`aBm
zGvKh|0ff1KkOGVPWq=^|8xk`B5p_B*HVZ+oPC9a49qQ`l6QQLIy4)Rpo(9_Il1pi6
z$FCv>@NuNf{uD&krLh?W4@dpuMF7fON$|ydNMudUFW!(w!j9{wr&H_@05uAhqNJR8
zyp#fhtp^n<SQkJq)@?JfoNB#RDM-AGodqdd{q5Mw4Ssf*5^qB;ho+DTt?FCEuo>m$
zD;o?YCbb(2UeXES77dMVuR3|93~M@Nw8k_Qx#rNnT16}r3D{`EiaNJJ-M7u~H)+v?
zjBU6Z78*k?^aX>W&XBZp8z(Djoainb)SQbFvUA+*Ij!$5@MUVP<wdJ6-+77WKtdE4
ztGgo;KhHwP0;Sl8Mtt4Nn#~MfKRmvvZ2wY^6a@bLf`53!Rfs`9_@nHl4lmK-=jNP8
zHkDQokOJ=7J>T!=LW)eR8fIYQ?5pX&^=>9Y++43G^(ls;L0qC?M=Anyz5juVc00-V
zJdwh)dz?O}5%H#F%@Lr^te4+HKxFc%7T<sD{=63hAjY0zSZC7Lx1(6>_>gE(m^x_K
zJU(M*(ojHi@btsl#)kYs+1j7Bw#<m<*&B1fWf4+si=#h5h7fnm<)o`@y#3ePcZUpw
z5Ru<L7?QK|Wb`N*FwF;+67znB1P4KsAxtd0Y-|_N8Dg~O_0&7fF@=aYZI*K%b4@U1
zvGcyMwHK2S$bwf$PXl6|PLQ=}=QvI3aAYv1XWxP_*uIm2l*HESkikhdBGJ6~vnivu
zT+0zEm(qQ>INxqsi_UiVO->YE>A(l1HLU|S^pWdnJrLpAW9tm-Ly-ykieK;O)uZhy
zzkDv0hA@LFql=UqHIp!G88!yrH~qpFDC%}I1e1D-)ue6Db$2jinih(pc`dHAg+4yh
zX5+#?qqRRl^FRqF#osp3GY~5)?Y^BbK#x9lO?Y~;q=~BbMVtP3)40Vu#!+}SOBgwY
zs6#E!JVmQiAfTSZ|FhyhP@+09KlG384|MYnj69Ykh`#JN#MGrjeta9buY7;q;^IWF
zCNZDcRU)RR@^xVGG=X85pETD$s~;;P?onH2@8=o)j`;E)h~f<c9R`MPOc=X;X=;{A
zx#|I^(O4c=g_2vmNPCecVLz1ZStqVevV}utMs7LtE~IR!+<usa$!MRp`ed#+ZzY0M
zg~zO@u)2x`g<w^%u{_QGZ^@ULoQ&@@>Kc<DQHmYpY(;2p<-iC+1sSAR{fs}4<?*!B
zY}JJ#XhqCH39}i>(9gW4JSU!0>TG&Jv6TFAu9XtuzkQ?a2(BM_wbRq=mMen{zD;L;
zGpd)h1B03j)f%cVWJ|RPN#2*K&ljm7F0gA8_KT*g(J5(OLK7%657O6OgkxBgt4BUC
zmYHXAHuID*n{0<AbLi->=|jMKA?!F=2Nk;#jhU`pzCtc^JDP)2XrPOwC6{VK)N~GQ
z?Lg|tDb;#;u53nl2pPA$SgXd`AD)>jSNL0!iVNP7<yiI4Z*1sXlL|V=F)~&$eA1PZ
z^f%6Bf=H3i{J%$oa%bGif>(n!SJ7uPp=eIgRC=hJOY#)7?|p?c2;c8!=!w`AQm-F#
zRJGc5t`9Ro7(+2iOHl^XwS_%C(CxEj+m<N{YT9HO=O*o4f1Ay6&jC+Ix7WyJTl+M^
zkIP_Q^*o4-*0}ww7O|kC%mkrmGptA9-+xygt!Obo@BLctRs$~-Mq|LtWRs5*Q*hOH
ztVSJqY>J|__BX!FwXRKS@bVh@<&GGwkqX7fv@(KXrwVB5iAfrizdPbM>rc(EASmLV
z30dwmrR<oB)3EI>uCb>%VyFvyXIPArKXN9IQU#N51_${V!ANAz4=0`anRcXApIEfr
zZDc*!20@%Vd<oo{uM2w6rnb)e4+)a&iuhKc9du9Lyu0aru=aT`tUL>;kN(I*8I}Tr
zV}ZTcF&*+d_g=dWV-i0s&Sl$4C@(H-Es#tTvn&F<y|Ma@C#I)(r$WWk(F*}(D=P_O
zscY=(!3e{ecPmf_{wNerR|>=ZJ3M^+HMY&~S==Q8%C&wk(c^^dHAl>Xjn<1wbAKhc
zI=dwRAj6|_A|y<1@Nq#zv33&TSHlA~bTdr;H(ME6Z}QgKMcyAjofAI}A(AD$NTyFc
z^;AzAPi!h)3Q+IQQJV#=p((tNB{TW<1<knU?_nw-j)f<{59$Wsfs&jife&`lD)C-T
zf!)H=81FGN-jfKhP~h&9;<Ep>v25?{qoInEQeqq2^p-_5!rdDSFjYzX7%Ht80Y>V6
zG#vEmXz~a`#`#gP!-!t5@+fqD?O^C9nGBPQj>(FCQ_hxu$qLk9dTthwjmvng`2j13
zsGr4fdtf=<bx0244<k`(y$9)`P#Jw+?oE*shXkR1&dg;;yc#+^8=9x;9h#4kp!_9)
znS-2#Qxa`&_rjNACkvuIf2Lpk*h@%`UuoYw)kiSWm0>@ee<gVKDIWM<*O9aZUQXyT
zf<3d_yVX`Dvb)5wBQ6kQ9tE=ebPX<(8Mi);LnrUZr`wBJg3O*Z?f~4}y0KB}>JL|K
z*ba8<R*^(+fwIjcBcJn&RiVOp2itL=s<V(8<?_v-8;<Cj{+6;?2x^y8sX7Q7AGZ9y
zX1n<&5`;4P=i=b`AQ;CjQ0J-1_ZU0sfK96Q9%sv0XbqUJDCDG0R}+^3#M7IcoCkh@
zW0i69Z|b7y@qLsA_nW?*c<I@2jusr+5j-@j18ZW-nB1>yJyWiRu?&fB&h3LcE8r<q
zUHomwZ4sgI2gNhYX1GT|J1y6z)#{D1UxI{_Pit3xQFPmW<JP8BaTYk(GXCprXvkCR
zdTY@Aw%;d!PHgitm^UD*L!{EG=$9(&lEW~*#|d5AzRFtsB`Sf9sH(&7%Fmhe*r8}5
zYb3H;|Aiab<dKTeu?;Ce!)eBV$ivU;nPOKcvHNqZw?fhzFOmS@Y~G+c+&X<6f7-xP
z%&z$%3!xdaTybN+{(=^nIkAJpMg6w@FTGs$x);hA?hpH+iT$$*3duU^x|(8fRve`0
zPonJ-ck*r1d&Z-?lJU<%=;LXQd4j+C#v+9V(xmY^kVabK(g@HU{{zjfj-onp^fyuD
z<chX)(nF0tBaSldwWpIXK!Q4z!`?uGWELK53RC#9+5Qh#XBidM8?WsFhVD+up@)_Z
z>CRz9O1crG8$`Ne7`mH5Qb0<&Lt0QIq@<(-Bt-u2_M9(gz29b7n^~;Q+I!D)Klkst
zP?&G6${BwQdg2;KKjG7k-mk97;16kww26<O7L}HR@hi~!ddR)eVs2)++8y~earb9c
zR`N5kMuuF3I|i&ZcL@YHbbwYG%tGyB80XSOho~hTuv*$9P3KS0$aPoe+8L=%{qN}-
zGRs^rv<YfX7U>#p!5Jr@r*5KN8=QM?wh2C)<*<9b`PBzWW}YTy_|}o(o{D)|B{*$F
zK_qg@$bxw-eC@ry;`?{<K!0+>^m1-g%^4XHj;4Xh^F_$BB-CW;C!f<@QwG@Uqi#X)
z$cy<nw?T`T9&mCsUQ>Q!fhb5b4=}?U2%Bc|*uAGIvw_1Zikv%|+5G7S7Zmva1N{zo
zc^4Q&`c2l$$MWWx`V6-kI~&pHrJkg!0Z%7$=npdzd3=bD23P`?2#H`r0rL?$JyrUS
zP5VQGk2*I`h2p+b+F<^2i77~-^eZeT)<TOACbFw5AsTt`IkUn1@LG6Y-uPtvtXoKo
zVJ$$ZjE0HhJY|p!gEsc#f+f{ipqD1Mt(8ykuN5s7TV|}L1Z2g@o>L1UXQufxl8{LV
z2~mk6GOJ^8i&lk!`0e#^l72;U;9v_8;aFX#wzU{g+~X7v+bjTJRY{rbi9bWvdearr
znj?+oUdcVVMCC^r|D??kibg(3ZM681R5bf`bNxDjM76KcN44VvA?xx?N1A)#Ze7y1
zjXx%-&sH+GYr*6VT{lCe>}soS0uB8c*S+U9_}vM*Izql0Tee>kn&V-WT;VwFq~%WT
zr!tb4NgX3OncQa{62W&TPAcN`_2fA;O&=%yXv^-}exDvWxbsD96~4Z52jp`_MDZVs
z(yKHz9c-R3<_hwg|3qb#bat5k>P+d3o7FLarRTrTfQBp%PZzji>6m)yW=dkTs@v!r
zbH{m^8>i53>K)urR8|jj@o@20XuK=0%@8iC%JOOI^d)nsn965&W|1$mp{PK-LL&sE
z3M;Vy3|iwlKkmxIP*+b$O26|qR{7|Mqj|hnmCg&-*uQ)7m4;1+wPZ#SZ90FtP(SKd
zo|69(T_>8h_&{RZl!^`lP4ovb$hT%*`#zCQeNHZMN1jXOX~x5@C67NA5c5Ph##$c_
z9?@s52LBJ#Q9d4tECkT&LNMc)jSVbmeDZ4Hs@bYM<U5`vL?);LnQ{Xraoe~Ut`$6I
z7$;DB)XoOK=}^C6eC3yle(y?3cN@yag7tS>NYxI7#DhaC(#9Oy8zsh7#xDUGRy;j!
z;ZI}h=!{Og>I<B4we4%CQM!~1THGc70UY)V!ePUYT~q%8LlM%4o}n!ouYYl%3t9^y
z=#51Zh3M1LdTv6)kvJJPW^;^Dp{)si*-;#|agMjecp?|I9S~`EI$(gmo%{NxOz3)_
z*mGDBiDMLn{>oSCC-&ZlcAIgOD42-w2Yv}?M$2ud{f)<E+zDBt5ahUeEY$bzsbKYa
z3|%bW&|aOM18x}g*ItHIe3M_sN9H48WG0;$y}!>cP7~~&PY5*bovuHKCb#iX+;_%j
zYU#;Uc`cE}!+*UHvq6^ivvX<2L()Jkh-us0*`wJ?AEajEh{s(31o<1HHFC^#AcQ+n
zEDY~-$%tOkRb`jtlO%_ud}=lAFm*Xw6f?nT{ruRm*1j~!FlXm%HGaEcvJA7AYOxcr
z0jswLFXf8VoHXp%TJa3t!?bXE9BAXLMKcaOaq+9(Rht4z>NrD+cW@M@*AM1L$aGd4
zi*uLeTP$f+e<i7o{=pZiR~yw8pY3sA9`3Q$&tZG)u3EXi#=pfm5Xxl{Al6jkVTNdu
z5)ki?zchyolNv2{zTQixXz}np^yiN19=Pk)Hcuz<crv70Mk?S|2YKXaD2>6rNnQ;}
zVUoBKa(Rs~denB44SF!F11(xZ*uUd7)m04cd~dq#r8JZrbNIr!l*cqZc5dl2NfgMa
zEmt^;1c`~>#;w5Z0hebLcG#jxp?hDTXv$TkY4m(5Ux-~pA8im3QHjZZO1#CM>0!1S
zS^CU{u@$ng)x$larrIS7)%w|lB0DcivHE4N!`2FKNcMqcA);oq-^**?2WlC?CwU2f
z{?=0o8-GGpT9awA$lywTsJ+WLr$3=S=y8~3m5>&nN!db1;r$<os6pMpsx<S`FVbjX
z?52v8d*tVM+s#*AydB22vT#kl@`v0%o$WzC`&wE%7rJr}lu_fk(5ehFQy|&Na?mJD
z-Zn&4hqqR$klSfzb!ttbS5i=PX=<E-(uRWjh(DE6#S&K!IUP3LOLA3~m#1@NA&Ov%
z_J)h&S-D<zQ<}!?WOL}SG{C%tZz{$@)hTeE`VNdm!xBC56(qrG1;WM~r(Z1%$w^r<
zP`NcApYBpb(DpC(hp<NT&<9#>(PBcp8PsN@lt^pX2Dv<$hmGty$TD{t@oh%qSOyqu
znZp&f!=!_@@VVHu9;}R)Ugh7JDdn+_!qmN6E}Qm&W*|yYkN==SIgVo+<1$yyDFfeB
zwS4UOJQf8uHxK?B<W!+#r~lQc^`*|YSg`SVC1fpGRHlzBD3ad!c=^JZmXv~JqdeQ}
z_#aFV7~9okQf2J<cId`h3Gp|xa61qEmZ<bq#81rP*S-VgaM>8Q4OZh}S<^3Ippr^o
z-k*wkWo5{TN^TmKFcc=^cHV@95u^G0MU#xB%<clc3?M%JGU~uUqAmWbbW6=nJsL%y
zDp0+^SkX3GTzq(}spv67wj(;rsgep5Iq$D0h4B<tW&;cW$wH_zF6|JTuOw5<t~wXX
z>Vw4n?VqyrbP^a*Z}70c+}w_$_-2-J9N_?i%^ukKO%jaIi66WM_oxA?AZ#$n;>8Z2
zWJl5L|1In`q`J5JkfW!eE57K6y+(p<YGsBLPzqPzCx80;*sEVN%2+m|TdyjZf^gT1
zrRY!qW?+dExS1pTF=l(&RZq`6&pLP*nLo4U*E6ugYk*nOvAuvC7Sqe_*;Fto9c_Zg
znL0~6<I8!HJ!~qB!VkR#LmxRf0^j|@kB<!P{Ft~KXQ1$H^ZaV=3v(--kW^C7qJ1jZ
z#2R>9($rBg4C;~<cGj{cV%Cptb-GeV;9H$UaOdskjYUA4#)3D;kVbfleir1=Kx=M`
zxM*yw*`Zzzj8Zqhh=b<sS|a*kmBh|aE60U%eSP<$KhMcmwM;o!RCpCM(^^pp@IoB1
z`R<g9Rp7p$=#tbW^%?g$w_T}=A**K-<NSLg4YYXTktwz3&08P{i2@LYF*k!nNL07l
z_GnU7**4!m377c>Xu~_UrFXkqDncnLN9}TdDR)x-#N#9(<H#502$y{)fyZCs+cKu~
zVt%%ywov0aHw=&iBPzH^Uis=>BmCHqem5#X2CJ1cew^aBrRjRG^2a$6oNU2^%<%8r
zx%QFKYAlD?st2B5v0I%*HL}7^;QaF9nhvtrP<)Cb!U57jnzH#cLOCKJ((251Dv4DW
zD@7W`zhLmzpPFfY4hqB2{cG~qnI8Irpl;x3MZ=7%)G8txzwA}Zt%H_Pf(Es<M<@a<
zIXFe=AclnmTaE^Hy$|HF$~<-qTDPIZdw4AI3~c|(m}9;>>IgumJBZAZ`S6VYHu&EK
z$sF4p0Szca+=I@-PX25q5CpoBg0&_ZyDvX%Jd!H@D<D%Cv*&oNEI&MovBF8AFY|5~
zO@|do!2l@`P^Nq*B>W)5^s5gEG&403D@!5LkIlva7to*|Fs*zC=5JVQiCE_psH912
zoLDBcPS-wg7B?`k<`R>h-OGo&plu|i$ty7ScnGTcVRv4d$n65F6Cl}5%9Gz%U#3uI
zJ~E4s9h_vy+PK+yV`;p~L-ufWX(dkV7Z=YQ`(1o~TjFr<F06^=(k-sklxho*kszzA
zejBL2s_66_+OnNiS}KEzZ!VuVJ#mHvb8|xksr*035n*Gkjhatvlt;EmW-!p5vL9F^
z*9eq%pbv$Aq{i0=3)$<BvkYa4cX*A?Sj8Po5hY)RpdrI{2Tk~Y%5CWm^n*U63|w1R
zkUrY3^o1Q4FSn(hlv}okCBC7OWq64E%CvRgbvW(#m^1R`iXG@~1?AKIkRe98HT$G)
z+?H<MBzpovU{oJYf9h3H>7Oy!BkJ87Tl5F(tMc1Vhtzu;EB}E=mdO+~E?xUl8y-m|
zDJSXvO*daRMrDx>Z)Ov7rG-o0UzZ1$ohwiP<T-6pX23Xslb1Ru6DH&YOhENN)h0Dz
zit~z9oXhGXtq{hE^8&^QZgaFHS;8ZD6~HFkVP_U3%5&57I%PH>bYR4};jRDHWefnF
z!xv|~Z6$pPtax{hm(#vP#b9*M<ouhaw*D>%+$*@=_Qf_Z)d}Mk$H4%t_P>fuEp0t;
zX!E~<2M#OB!yG*%^7U-=?Y9gs_jpYa&m#^EN$_C<#vU%RIp-Wr**_~q{4%Bg=utOB
zx6BC?57#1+mwYb#s_MgVc>NXDs89tTuH+dLWevs{PTiUNyAFgm3od&iNF6&;HZse4
z-`eSb5ivu4@zX#7N~#Zuta2YTW#?+{z*L74<>Q>~hJ*aYFm$PcW13toWH!wt;M<ff
z2-)1vz9RZBN1xA_XbCRziuXz!$Qkt8H@v+155)20C|uC#y;Az-@q8;hi~8d1*B#D#
z-Pll*PW*2A;IYJ1%}dS!iWw#?Po{j8x7cd;Hwxs4l78|~S+k)*fjVZPX1~5FcZ)na
zWZTer$BlDCQ4*C>3?)WDlXp82i=cf=pB&wJ_hk$ML-qqHyh1EIYo~e9W<yPVylTkx
zXyQ*ByN)`QGns=nsE7y0YO77=wKZu!is3U_1*TqFHW5l+jj!zBnL5uBa=JQOxljX@
zhwBhhNpV<EqRvcGQc!IKN}oFHdXEgJw2WKQ#zYvXv6JcgQ{xwLa+T|^BPf2J&`PPR
zbZ)QI$JvN6irKFivhy?kIgkk2YPC~O7p}B{$9p?!ubQK@as`{d;%FE+f|~%z*(!h3
zl_Rn6WYg}_rzs?0Z8*wi{xQ>ONO|MoKMi4aVLYQpwHeEia+76?B}ABdgEgNdOM(0)
z?V~Dx%T4-zva#h<x0~y}_+_t}q>T{z!6!opYxXH5R_anRt^jWxr*o?$9aT=HA<=3x
z`IKj^JGC=qzfOCZx;OIR1btLgMn;o_9rM`zs)7phJ0WI+QB<C`6<)PPg;q-wFV;Ux
z)d#&n*KhzA3>Ze`+L_%M`L?v(j;QIm?o;BqNW#c-7f_eo_9*eLJr-O|VirkdN!kvb
zdI%hh@f!5iv)77e4&MUSYU1CAT;V7^5La_XJeMRthELeTXH4ard46+e=tg=dK}n2X
zX`RjM#9Di`sAni?aC3Wg`uu|M3SiFSXf7XlX)e9j=pHkeJ(LqS$e}w#=$HL1lwzM$
zpU<_T9o+g4v`Xd!8LhR4A0F`(3fmnfIGTU1by<>Umdetg%c$>EjUuHhx|CTvdIDiP
z^C&mB>+dV#?b!Ee#HujBuO(kVQX&_aXCYX!Ii_ex3e{*$T(kk^4k^=_CObZ5{jHX4
zC}cPHg|K-970zU^BzjO5sM&Xl(;g!D#5Vngne3$f_%yKs;uWgfS6nYZN5}j+GmPLN
zTcj#sbgvlid#A6Sj?mX}{Y<InG=`nkSw}<~58mA{nlC~GL@636qEb~|tvznO_EwM@
zyu92D7=_NHex;pK{(Bhcn?sGmhw#glQI4l9peFJ(GMl?g^J!0dodSZQJ4bNQL}7$d
zZ<hZlDTigs%EN>7&74wBOS6-cyaQWb-yxmDJLwkOwKKVhMX#CpkC)=YigsVjEMCb@
zTi0ZlSdRxkHudAqIS(=box8`55eK3$c#au|HI&mjU*ZFoqFJ9jc4L$sGYS61ZP3*P
zTyAjI`}E@TDm`U&3wO)R4=6ZpM+BgT;o6uT6XJr1p2@DVphcdBHGBMnTk12ULC}uq
zu{U<RcmXV2FI`$c#_`nx2-Fl$&3C*<y{EmgQ~t~%BrdTMFuL8GFR(L9g3T@d4xCi=
z{5>Bp>9qFsZxJ_*`sZf4pdYT}50m>3WH!_jbQy!O70VCHpwNec)jKhgNam1VB5Z1O
ziPQJTDXl;l*`xn~49USHsuP17ZwVxn!*#+F!Q}Nl9x<SSD2kvs<9zq`-$K6#*BXpj
z&<EWpq<NoS?;Wiq+RM=Q&M6AS#g0THXKvaQ2wrXuUEZnuDcd4OwFF&nQR83~hkh>~
zB-B=oK%7!lf-~Bg<VgC%X-`8piSaLEK<E95-Ys7rWNt}!z#PB6U`X@GXSO=_urb@(
zti7IkSp*%kp3?J?jTBp}pLN1%B9f=~WRSQ&wF&Q*5u)NJ`1I{)sfx9hj3#*6lpl$B
zS^p;Ba&8EOp|{eDM}_5XBVy(35!CCciOYEz6OLj0jEYHt3>$5a5Ql*2<r@J@d<Elp
zzBU#s%J&@st%+Q!k4zGF1Xyp&CN!Yin*!p$?i5tLTa9tm*FY83kl`4N!mR_$&L?uc
zeb2*piJtKe^?wOa4JVS!h&FxUp9Kq^);Zmu^XU?$3tkKG-Zl?dr6&QQZ^&%LYptc4
zhX$xdX0#<mS51Q(`|FC)3NG@xl+cbXq`%F@mges?`WAow9bNH^-s9l};D!V(^P0eH
z=#{nT-#fy!Rja2~(qhXmi2VVe4<EOc#PRw%k^Isvj>Rho;R!$M$4>H$+sOM?DT?F}
zmeSuVNSDRPfUi5R!7sW@u1?R^ldq)?ftvZ(#+m!<<^AkQc4Qfo{Jm)Jv+Cenb#92i
z<?JR61mxVRyqcN5Dc-xv`jM1KA`TZMx6vmc(Ui8AauG@sKG@<JY?WXY2Y!MR5Ago_
zVm2je6NzWY9HI~!+ot>7W9l(q8Qlhsw`|MC6EZ7Ye6AbP-_;DWmwNzPiF5ah>MH^y
zyngy<9SGHxz02<xVl}(iUH)c?>q_<-uQOrcP}P&r-`8&%AggO-V?!w)z6akub$VgE
zz4t9`zqAi&GhNF=@Idc)CvovZ!fxynYHH&bSYK4fHuvQZstpI`N(ro)<r`-=nv1g}
zm08}dc-g&})xK&*PLowMuLq0O+YxC;sZ{FQtevBa!gma<#UA8@{O8*>JmNdw35|lP
zB)ekAW-nXOt<Z<f5`X<5YIrm+$AKdF>gzAAPrKJ-*LogeaU`KUpP2bUvimXwYf9r^
zcF<Q$zIz3$J-!aV2L8{5C0lRI9t~otHS>nQx$A>vb_K}9ybI2T-xIE#RDMeCt~M|D
zy+5S)WE&6oQwI~m7jCXYWiPb%=T>@upTA{&`)QO-o33C!zQnOFmR{*~y^*TdDmDQA
z;8Jr-ch`wcjyc=9Q_+xlWiccE`D@QM**j{-wWBqR^Nx$SyTU9zKbDvICj+OhZtMmA
zQhRW3<*(Kn{0!pM-$UHC=#}wr)W`;F;qjxeKD=-INjSH!fN>jPO&<{Uw)jO`c?Em_
zu1i1Y$<LA>rq>y~FGY!hTQLf}ijr(K`!DhcH2AWLymS;X{sU1JS_~h$Y#bPH3)qAB
zp#jqsY3|z(0ipiel1d0+)OgFUxdZz3ZLxq+1S$ENQht@OH>%gQDupj6=7xT6a4LI_
zfgc4tJRA+{MeIH)zTk6)M6)<g<M5R~A&MSw`=DyN;O#c6Wj6Xy-#@0~tFz$j8_Fc1
zJdyj(qcglD<AgsYa5{!*8ZwQaRY^RUsYTb~9}>A*D%tj7RU$Nhxt@t!2Q7xxGlXM$
z5b?ctCP9dTd3+qh1m>TjmT<gL>|^DVT`rMKl9ii@7~43YDh>1%hE;-~JFV*QN)jLA
zFKV#}#1GBIOs}PidLADXuVMlm&lgPc@=D4@Ig|@tQNa}+d>bQmBVp^t7jPkNwoa?3
zCZ%7eo2Q>0Ya9Puog2ie;$dwF!FI?q4Wg0ebH@1E*J!vfJrv9+?7_>nZ`;V<S?<A#
zHZ`4KjGg?#42*WyzPL`o&2RkrBKXkyJeK27GkVSAL-cGcM(Ia*<+xPHgN0oAD&uSY
z6D<t#fmPQZTsVZGU&s89+x<h~|MKBGrErcR>+{=T(q=|15Z%YUR%pJ719pDdSRBic
z(j?69S5(^Sh<|$jUUHNU84jDVDdL9i!IoQl*o(c_BM$xSt^3b&Wdu+yv*1#SAg~);
z7Qejj-_g)r@mLlOK6HU9;w)1&iEipWNsZoNu^u|VRh1fGUBxf9@XVb!!hiDln4i5O
zo(GBx+zPx2EFxcq$XG)#Y$>{_-Zg#1eI_+C%AZK)S}?sa$K8S1&KOH{aJj$AiAo6T
z>}nmp7l&$PEa2fHE{YOg)Imcx>B^KhCQUy>x#B6Wj*At<zjDdfP~t0oW;NC;*ThO1
zTkb6`u=xa=qr&PmX7qDt-d%?Nahs7~iBo1R5W=#S6eRB2KK*G_8aF_aKue;)fFm+^
zlOgcq1xaPSLLnPz6@V?Z{w#97rkfQ+(0O%@%%J4)>0DSMYvmImY31Wl=hoL3PkAP6
zOqVRWEu%VrrFPP})cTlYd-d1d=QRQD!I^s1-`OgzimYI$G!uLQV$+7B74I}^Kds!^
zLKZbe`HKSe?&RHEX2?A%OGM&<7fnMZu6-`W;M}K6q%5ibRq01MCh5fJ|3C^Q3&~KD
zVLo!27_imK)1%f!)V$Coglb;Nz}4L1TTjO^O-!c710H6))hn~e7A7W%b-$3mb8TAe
zb-pXh8z(z?Kig;>IF1xEf~h?BJ+D{kqNT}egj&gF@`zs9#As@;@mK59kBs#lgW=hw
z-}DL`N?JtUx&;L7(+nyQkd^U^`|nk#YxkS{6oo3C^yI%mQn-BF_&XGxD94`}-hY1M
z?0I>kDg~Kl6NGGr(;ZHGd}w@k+%_Z_^k5Xy<$}jEty=G*X`rW}CspM$!WB-I3nOW(
zL-d2P1;AEz4r`aa?`UcW$KJ-HY0l%x5$@jKbE^L&z<(FwNR#Et@!9GL(@=&GEcuQ4
zMIHldajSZkQLa-_U(ZslDMzWR3ZJOrmpx6*ubj4eF}~grGcV3I5ZkgG+8<!tU2N*L
zv?5D*PjH7X?oC{gNmT(Necnr)!uH51Qw}nO1myu?W>0Nb$Ko`5KkE&_Z>hufa6X1q
zoP(5S$z0V0gRaMeO0};NOx|Tc&HmP%7fr(CVdm30X?T(OV?jRlq3nl*%AHU2u7wO9
zXy4~k4tp#vYA*3xXXT2xUT7=fR`(ywuWE{jXbm0gqNCoLR94uZ)e^V7S!JrjR97>W
z<xii7GMe{4^PNTk`vcutlkgWxZ>?~$BTJEO_KNSgky@D|GCq+i6{))eq}0vsK1ZEu
zfT7Abd|==H?WcDC=$)rNL@&Xgi4Z=K1pR~Tljaj#unW`S+!h}DT&}7Ta(x%}cwF;g
z-5Nv`Ye)pDvs-z}Mo;<t2!)L|$aAmRso?zLOhbfy5@lKm6pSKLiSoa(kp18{zk)2G
zG;_JRbMs7Bpnus8-h63)Cqrgkb13V_yO<DT>ILkPM_BKfq*Z*P2=KWy&8%RTkI$(%
zbd=;U4F}%`m#t$RyjDb|>&)vWfA0WkS7@5A$wesVp(e6u(W^R2pJ!_6_EhR9A4c12
z!6uRKL-kz@inB>#(N5^01e{?@4Hiz<0AoNQ5y=t*AqzB1xO1E@YUuiNSjN3)^#p9G
zB8cKfw%K4~R~)!KvzK!=ug!S*oFkiTxc^iB-{;R;{xD~9n8+*pJ)-^Q898=HNGZHJ
zHLs*ifE_f^Qi?88L!*##obgjtWL1=MKAgmPS?a9LhH7(1h|YJ@Wkw3%OlmJ0bltu1
zrJsBiY{E;H(XE6vo@2QivLr5fT*iepaUYv@=|04=1ePtgHpf3@{mu}JuIn5LnwpiR
z_#@)0FmIDvUhaH|X+w^%_t&5*&~PP!!?`|l)4Y057*T1!>ZFb<f=_+wBEw5CRLPM|
zR8n4=&S7e=k*=Y`p^WmHqhU4g^jbiMGhl(d0@k@9h?CMMBM%)99V6rrNsfIp%WYX1
z{}>!=KrKM!qR2zrd>pdj8lS@Tjx;fl-F3R>smC{`4F;c!L|VV;X?1td>!yYM#LZq2
zN{+pct#_d^tm}ojqsy!tAK6@a&Dk#qfM6ilpJ_@p2K=_=W`m&u1iimMMdwlgk$<!=
zm|l)Reo*!K9*?I%-6Gp_0nFKRGaoke+}{VlN=UfeC>rA#BB0ON8=l^}o+bd}Fx=__
z*0!gSt;tZ1_1kYLSL!f-x>Je!>rbBlg5mP9l^ODwL6u}-!FA6qFNk6m@Mwy3ro~f2
zS6Fno2FkYIQ&`Hh_5gHittukyIRXOIXCn~!f!?>H3Sd`~{v+m41VF-l>%himKi<4e
zIIuyd@5eT}Nj%A=L?)q7`iw($GR8p#u<FFzDl089F!?w7urhH`TPe6L{j!6@G#u`T
zU%aVm`X4*?)DTkbwF3+9aLeGa0SA=<iqWDcBu@dejFrT?;Hm8LGfT;`u?V^fLKPqp
zAJQ63?g_P$XBo~bALCQ<f}kK|evslY;FLt8&<e~(0jAjkC;}w>6zk-21}7Wv_Vn_B
z6$v<@&QL|D7u_g2<0wPP_thPB?Po}K$?vbEQ#;9kI5!UHg~oCVY&PHjV|Hdmh_{VR
z{uJ^dvrYBV1d7SM4F4PDlPOUNISmJlul<^uZmBmYV-yxQ;kd{%MVwl?(NWTpRC4?d
z;|%@#3adTNbg2Js?rJT%ET_I~;Y3$Dlf^}MXZRIZn9%y=-))5sf7!{wc?{h8*eS$V
z1b@jY7Fy%R!=w1QQw4@ZkjxGDFB@X((X1L^Z^IfQ<n%xFYW{SkR>*7^?eqe3A_}_e
ze8z-?;e&Ft80D-LBU6Hdwnix`KAdfBUj3sirwEz}#ziKivjXi^04!QZWgQp!K6LBw
z9AF4FGmA!%DER0PY-R-A`m5lH+OEllvZMhy;K0X_K#zqrwxX-xN-c!FfsLW|gqU*f
z5u4PL@NB_!pVLglR<3ym1D};^cU%3zWs({w4i@?VJi-Uf8L1ntN6uxWE07$@SK&?4
zrY<NezxVLzOiZruPRF~-j7-I?IJ}hDQK@HfR-*XTb?WBtt26Y&wNZyQiU^azaGMHL
zf=*m$;H+ww`A12wLr;(+jEp3H7}4czh1XXXPA|IVazEy5wAJCL?i7W3D^fA58t83b
zLpjAmlsRQFOa+CiWIB@WWAV}2oD`9F$BlKyJmCUUC2W#}$R1BA_M?aRJapja<m?u*
z9rUuze?8LCF6$CSS^B@z`<|2bj$P@F1H%U4?#>|XSugvn!SfJ^!u^ROE&-qiE1>*|
zA{kD>ENA5bwpI=n5}yFV`|d3vBuwd?eh`_>PX{mv%y>FNSeukpgu4<CZ7=SQHyh~(
zz?zdUN5*(vwue17W3l33>Qds~fa5|bu?)v!X5}L(E6#hw^lTVkW0VmNFz1F-19bWO
zXi62(u1^603lOUVf%n1eD1`!M(*Km2^#L@mfyNrq#aI_DnACQF@ZZRSMI+u@BA_+R
zCh*?FUHe-&p>ItDBUKaa$<Wp5Yt9%IID^xDNLYG>x_-OwquAaB-H5k?4`i(c%d6aD
znty%TFL8ujm;;l$5X^-RRljK>3QI2#BDgF8Z%WPlG4MZA(YmrNk5%jU@LJg<uHJbg
zeG$PuPqI#N(C_b_YE}9L`;}OZG(PrsD0Av1<NvYhbYEHCwj7-8^8c?@2fo8})yoa6
zGU+z|On+HX{YItvCfLUD%?4%co4<ki0sYqffk4k$<A~{_ufS1W`)@&kQKtW^(PqW*
zgBSK%;+P^7n%akYWnH&;2EZgL%;eP#w;muufzEKy)4#z0UGsl?$6Z7HRvSsA+9XP3
zDQqhZ|ADX~Sa8>FL#@*k!18^20RbSan~Q`JliT~-KBNUsTo>#{D&!3p;M~Ebid7(`
z)_l3S(rCWL9k%~BR467KGYa@96@a+h{?Iu<E^ozuQhGfJpgrSj+LJfeRzv=@Ck`S?
zFqodbxE;By1`yTtz~;sFA0}S00&PR#m&I8Z%#o$7q}qPPFT9Ys0mx;mws9mPpj3oP
zz8Sy|Pk&f9d9pHx=ZrXiKAnT3eS})H&krMshiNRzqm=!7c4jN%NTJd{X%D&%-U`V^
zY%n+2$^|(ex;SdfO(z5{!p-jNr_4v5&<${`q&}U3mQ^)l{$4tq?b~8Z8Y307%Bi;H
zvD=#|&)4IJS5Ru_3Rn2y;;LgRe_UZ<rovV~G-ZtUi9zA%4^~eqQhcoiRk=MwxNB6h
z457H#-a5@Bu;3$tn{LgI8**rJK)N80u#+iequs>ztX}M*g4XV49x5x{WeuoVXKJ=T
z>6b5Wj50HfGL4Kh)3QKi%9(lwoR)5?Fa>%Oe>(bhf%2mpa1~^hlCsV?bla=4g1#Hi
zX96NNqJ<r5Dpd#-(_TCC74W}pHkUQ`7rS2Y+Rd%7(_sI()neJ1x1+i&P7(TK^qmp8
zPR#Q<f%9qezV31TPCV`Vw>+A$UX!h!jIm{d=LM3qC?_tIrv6b;JZ!H{OSkg}@&~t0
zLc)?eE@bq5OC=2^DOX|KWKKyHP8CN*I7Zqpav@w0Xv7YiFLyvl)|o@Uh_&T?!cXx@
zzG&%(YzqTl&m`TSpUhV^L3I_?Qnl5PCrauX2rc29B_i6w{@tZeb8DwbSDxCVNs1#y
zSc0=A8yv+=&Pnk_QhUxXzHnI<@5xhRpSwvvyqcVZz(A$<;fkEvoO<>e3K%f_KKlB@
z-{LTME^Ag4Hn(~1%epzl8(i~iZLLe~3bH_#|3HD1cAkEL?v;zZSHH0!o^LR}!q;i~
zop6MmxF-`3a8&$>QPz7+2R+SkIw^$?md>BGo@>;E3fYD)RdjQ$d4<6f-W-y2zsVx9
zc0m*4_(J=PL3N{^nwNslS3b`w4%wMs$E%z?j$jIhTbIaFH<3n=;AkZa>^FWa4#A3l
zGzjDDlK0g!-h`lOVfJf#^!P{X83#O(TH=O$HhRZfQl)3jjCh<d-_DJD{X;*k1hZcZ
zJ9YUwGf{{AX-+7iFg|upXQmeRDyD|Mjugm&nO4(lMI5^>+_p2+J-~8(bI&Olt-3y}
zxwJgoWO}#3QPWX=A=8qzf#bB3&{4g4@;4<-rHO_HEd&aiLc7AP)^7H+ckrd^B(2oM
zxPTzwW$-ec2_AmGomNdHwDpUR>U;rTK>B#b)Dq?Fkp&@U;yRMddp3V=%?}TL#jsrv
z`rby4ZS7GmLlI~Ky%!&Thp#=dnj_yhVW+YBH&MDQeBcC>Ss*WV&V!~R9A<IC>x*CU
z3FZGNwF?a4{%@k3h@G<UL_TKKf4)#2#(&1NAOIq?1{-S)>w26jUmZx7*<gmB#>a!V
zIoi%@d70O|Z=3JilccDkPSyNVCpwkbo+tNL#5X_KIe(9j3qHSnEc}*Z_xxE@(Dikq
zye?NVa(6?$2#W2I$az6@`?ln-%>-20fXm(}3>rUg_sBvC{2b@~S7fBmtJU}t^CIX5
zQ}Mgu0Wvg*SRalejaQg_0ILfIkpmxC6n$ppTlY#APwMoXqqr2ZGWuGs<3aYqiS<xx
z?XbN;-yqz}#cN1<vf?RA!|N%hZnTm_c6Rev8n(P*JG@U5hy3Kv(SEXSVFw31h$cpX
zEY7HGe26hQSqMr$US_Ny!a;KZXJo?%xG`X-N6Y*hCRKhA9U3OPW2+lSCUvnK3m0=?
zPGF$QAZQzC%c_4g2Htw#yJE_g8bw*jcdjl3)&hF^9~(U$=S>>yJtwa%)RKg_aeoAi
zd^wlXe}4R4(90jqe10K9VgvYoXIWv%^<Ad)E%^Agxm-OET*se9q)HBJbTN`qy>@NX
z1QmkK*;0{$gyH9;9uYT-J9oj~GteVQ-2R-&g}c|5(4$e~NUze7H!)g1LnTH%Iavqn
zdEF<cGp8yVMp-8+BK_WdA&3b1{f*_*7;wh=C~c;UoZxWfpV+E|1wZS+{Dla;kx}lX
ziMFqG6z%*3pJDle*q1-7QCjAgEkQRb{nCW8A*FBWi}^zShCL5|Cps{#hOwh@?z|In
z{F)&Xo|qVz+<169)DLM2NB4<khtimz%{=9K@)liT7qenkc!QOU25sm%hMhr;n78-$
zDnIgV4e{9ZL)jdWas|&7hd1l7YXmDp+CT^SMa%6|Mc4`lFv4b@CqNnRP~yDFEAb+*
zlX4Et-*)RbNsJ<OWaHU0q!<@!gBS~=zwCp(=dC<KVXdz^VK`!=ZP!ZP21LHq`IQ`=
z-5ce(HAAtN-#spy$|%IHl2as5Rlv7%y2?v}i|s5DI0t{wiT0syXAJ8o#QG>eAVvR-
zU$C{JgU`)x%gKZ2-t^{rEVL}`O4N2;PEq^Y31*V+kIk$N3!yO~ZDn;V^Y;XwH2fzY
zOx}K9|LwF($vqk2ElBhqD82h^qAdk2u7bxVl}zjQTn;0pIcExl`C*M+MM>s-bpHD>
z#nQA{y%uNhjb}T?CB0I#I*82l+hg*v8yha!gePDJuO_^6cCtbgPTim1s<BsrVh8fx
zL`qSAXw!YJF6BC$y&l`=9;`xES<^xEpzzm5kxcCRzVlX9ell$<k`VgG+h#)s8;9E)
z+mEo@!En?N@-na_tJ=%h<Mqn6oa%%UqvDREz|d@;0X3N9k9Pw4BqSew)$>*a^k)?Z
zxA6N*X$*XY7XCcMu;|~XazfkYg&J~#YL!t~nJt7)t{OM*t&Qm{Q{Tyc$D>a_`}(N8
zA(UF+A$L}%3BL!fJw<%EDYT@A`Y!WjU27|#>Pq;?7`<)F;36JF8AI5xbNP@OrLSJf
z)&F6tfKaWQ&L-yvPmfG!sQ==yy1sNOIUX$Dv*rG}8YdyST;!%jz>Ix7@H0;C*Lt1~
zewq|zkG`SfFHa50rL;REex?zQwiB0o?=*59+cP<x`|bDN3r%;)!a20y(M-<F5P#{2
z>HSCv28NIB7-BV&m-_Lh*W%iECfvl{{F>;IR5JCwO@kEX##juSBe5l7LQo}3Eqb@D
zq501z^nx9(k@%m8(5LQ%Cx6J|jp?GLZhfxhJYBEre2&s!{#2Dyl8a)t{L1(R{VRgc
z=J96**&kX%k{{+vEMA$fT}&5q@jSK<^)G_an55Fwxu?xmt%j06I4l~8&B+9dqaM@W
zF&xx-d>x){=>PnMtMP(Pr7q9DdmV>qkbr?C&E)MfY14VERgle^$e=Fu+~=n)U&R(f
z8hUk9^G+0?h!cAk!Ux~rS8@i+>-Ii!mYVnCX0h=Kz6%O<Lq=aUc`Bm0nR$kw-w86M
z!#Nz9(Uh8}`@<*KNOmqS+-2{#mb6V<><oj!5@=TsGH<t^t~lMTN+gjcbg&wCOhsR@
z#k!;83lVCxMy`G*S-i;pw75E+FRZ-8V?KcgM<JGRV1VMhj?@N+IbtW{OPmKkw$Ryz
zw0QkY;`D&f)wb7OyidS#U`bS_U7ZF~fZ_*@9C&WI0|dlY2af>I8L*H)#k~(VuRF^V
zU2xQ&x=yEzzjE|ld4C(EPC!bc7=&4z+MPYa)8ixihhDjazDTYoEZqyR?ACzEN!L6G
zn1T%&sT-V0pR<p&G3N1?jBS$AIofKe_2CafZLoH-8;ug`utKkHFW7zrDp8`&gbXX&
zzPYx9Y?GXj_(SazU*Jh%yj6}9P27FKRh5o1l>U2D29&>U2Pv{nrGmDO``E2I`P`-k
zvltj(TyN33{;(tbOl1u>*3`hxn%6F&X0-6QjxhP)AFWXIb%CSR_#}Wj#=Db(<ZL)5
zpuebKsQ;wxvHdhT$`&Qg9Q!(!ULm)iEZy0}gpo+&!<G57$|vLlLC*8;={{;q71?Hy
zJGXZCbX|e*MC5`P{I4>b;kj3rhCCth3zH6-`P}%52o<2keA;~9J<`>D*r*;vn5>n9
z>X3zxZ27jZ`zcWjIPzI`U*Kx^LU4a61}n3BgY%+3rNJvT4d198Wec#@9WkFO(Wi%5
z$lYELe|uJ=>;o)V@Q>-s-%~W?_+Ukpy>Eb#M0kcJY3Ucojl(81r`Pzn3*!tSD65js
zWu|!hn4BZ^2eNkb`l&A1ECpGP3FI4m={>=svd?N4US<3om49kw_qjJVmN;<=k>;~2
zaYKzo;Za~lQOrivU&GrhqgiXMoB$Qe^L_d18k}jDuET;~C}g6DT$ocwyTTHGZ#Pwk
zZr8?PI^>vDhVjH)TKa&-_)8JJsVOePVWO^jL~hGaOU(RE^ywu$AusU#Qf8T()E>pO
z@}Wx?MP{XjKHy<b1yYpuAic`r;C-!wt~(lc+30Q20HbFy+Y&E*X<QOyj8e*CJ`}o4
z!g80ch4*Gu?V#L}a|i{n1gl6e8O1P}Nx#kBM}Et!0^9c5<3l06>lCEzI_qJy6KBhF
z2R<1TkSt5}>byEcEaAy#KugvNCb-ee$I3#n4$t)TKMK5aM^&$kqqwp~s4}A9pZ%~*
z7bUBFGALLRiG8)y4ODb^9N1lu@YZ^DqbLs6Ih?W%(0<wImnd=u{f?37tl~t>&otsj
zp^{_H(P8xSA-e7iB@{xMC?&!{d8p-06|1uonkJk=p@ty!)gSTXUtJjUbyUS44%LhU
zScSl~$j0(@s&s>e5EbDcvza$VD`c5Bx+z+P8k&x}!WFinG4_h=Fj97{e6iv$0cu~`
z8%}ctZemSd0%`GAO>k9K)dzo#=BIl(`s@iorl<hB3W_d-y^SU=CR+<QO_qB8O*4~W
z2e^WlUSdU?cRY(jci1H})?g|pcDmMuK?nv14=QHzH`F$<GqXU_D&KvitIFdAv)(4Y
zwDP*_nrxH_I*p-wQg-rlHa%^7pQP7H|0?!ffe5K`L-MtCg3m@tT7pTa#K;APhM|5F
zIk#oUJ*5ctyBullN$toKUBy{PZW|X^i+JBTV@znZ)BsXV?VdgQ`sMuL6pnckIYGq%
zCb)Gns{}c%T~U;=?Zj1_HjOf3Hd2Rwt>uD^eI`ov^`6s>*V67y@-agjK+EJKuh!o}
zwqBD*wd0akmuWiAFw@t*8sW-jS4KQkpCS^FmBN$7tJbv*TAuv(*`ei&MCHVrqq-zh
zs6L<UJlQaTo+va{0;7nT{+Hfo$XI~X6&icI-1^+-xJs*rz)(1{y!8@~jG$eSeLDa_
zRz_Biu#zwZO=RMk!l{Z4uhf2?eP&X&*RY_Ut79x{X4P{xOIb_`YBOX%7UCq=Q4tkJ
zx>w9C!b;M83T@{@<8<vRxp8Ik?mhg^?-dEEI3`xY-^9!xMk<s=c=R(~icFtcIJG51
zyo9KN6#I2*hfO^zF|;gMe4qZpeA=d!smI5i$#0&kfrtV&;^h_5^^xH}krmiz;jKy;
zjcptJy3yZWv}ZLp3CDkqWHNhV?O<w|)7B?=@!5-1XG*qmI4atWymd>=m}NjpXklo~
z&F7A0%$QxdbIo<ukwLnZPIW+Ct2nz}ZIlF<nEoE>I)fK+Vyb^$+KO-C{atVn2Rk`8
zReIB1|2+=Wma9_fHSZuiLIa=_(6CLf(r)Z<TXSD(P8MNIa_X6SMXpnEJMf=v&Sn!9
zet#E>e(wRd@&(<hP#_Zz-RKREEs3dA;7kL*Ik&DJ#=SY^cuAet2>s~8`WSC3?3(FP
z8?%}ak!@pryUewU=^elBLuD~XHNaGYZR~5w0iM@q@tTW6^f#BSWuq{EjJ}nI19LkS
zitLV+ox8#O?)I&9w+b=}fQ9qSLa+=6Y7O|DY(FaTNK(J-p6VoH0Sf^WZAo@0h`;Ck
z;8OP4Dp_c$pfMB1;D#S7K<UK&S1DzVfZ8Nz-Q0$l{1rRDV}HClwbFWeDiZ-2T!x<P
zOws`ajJPO0C-duiDKT-)Ut<YSi7+O@NBz%O(g9{GJ*@$C>UBw0x<Q_RjLt+p!oTIA
zSBAB@Of0-<D)MVFg}zecNMg|0Yc6Fw#pS1RZ}?AkNQ!${tG=Debe5U(*}fqLqG@5~
z${RT><^c6D>0|>|90bm-jIs+Cj|zXc3@s%^no9H)9kCI~dz>YuEiM0DAK<LuLTEfP
zt{8X{(lW!?UYp8Dakci`{0+GUi3?$tEpmUcluqZNXd2r*dnSJG`N{y;hrPZVq*rJa
zv9&2%-(ZvF(~PcjGE09(TwE3NFRK-@=0DG)du>D;Nl-1+w^?8S28$+<rkS<^B6&2y
zqKkakviKL`qU0U?qzJ}Q5+wjtvsh?lFQi4-M|y^DptnkOi7i=H8yUd@0obT=JQY6}
zM$^{Eh`kpD>}j$mF^a;(AOmFo&ZU)i?xZ0PPLeR&G%JY$_SQOa0@SRFbxB^Cfeu|Q
z)eBCdfN8}qt|fT}*Kg}c^!%b&4k)kEc16q|b&iuuT4)4XCC<w#fTOJA@-ESh1dl8y
zfSEt4c@m}jWeyxx;HA*iy}$yhgJFvUC<DgoG7DVr!H4r3Oid=y9-QdtD`Yc=v)nO=
z1bQD&4b)oP4j+gva!N?Ccp|I;%CvyCjw(~i)*d;yc9JI-LN!^UnBj}z%dR1g_Z}f{
zLql^3#Dn*2&*u;Sz86`tPShu>1%-{*D_6mPup`s@p-uX((s5J$_j-nJb>wNQ^igj{
ztLdV$@XXsk*u_X{v70gqZ7gMYO#8(%<NCs%b7N{4fEoHFOpUoA^r8uH#!s)s+sYEo
z{~VvL^X6F;JL(Y56WOi>32^a`E_<N4JFd5vQ>F|a&MLTgaJP7BOXAlIIB;PmHrRtl
z3aN%O*i{A{%(&l=MqPjJAbev%dKe=_<MA@EENaj=MlmvS>mtgT7D8HcAIcI)J{|Pq
z0vPy>26dZlohL<vFRv62%>kg3CY5Bcs77#d*uQJ)e^3|+IACBpjI{Dm@C$Q1K>!n1
z+;}t;JNR;|<h2he4ER#X%4P5_cw+kjSLT_-N0R@+yD-X2r9Rox)S~+3#hlQjPyxVi
z@zD7H?p!7Ui8PmW!^t>Nm=FxOXwNgzcZ;A;0Z~yMi2{um_-Ez^(vX7gM06fx2ZlWU
zgS7~Zo(m$WbKPu|MYOgd%o>fUrS*iOU`SPKeTwTX$^(}kgRW*vlgW$!`k>b9%Cg+K
zb1MA%p*QN4T!CdV4NDILrYvJWqTVpl+N!sKs{*5G&Ev_CI@`m@|HaV$r4l$8E01{`
z_!;>h=<4rFUpeTr{a4x-!@Nv`Rj;g6rzkZf8aSK&{Iw3dk1yOrTKx|BJO7xm^eo`W
z^0VmcpH}}r!@``@1|bGils_sP0WmR`by!e8hz{%D*l`-}oXSGsZ20x@k8#$re-v5Z
ztdaVZp89NE1NksN?l~Zi!(jys>MS$A-7On2F5hy4(L+950G1|D1dtZ>y?w~v1nZ!M
zlL~<%OB2P#F8dk_NJW`qR~nN{c?z)wQi*2+S{O+HSca0>%fBACAx2|+J43zne0ZGc
zjs*K}Vg;z;Y|yL6Iw?z%+xW2)jP{-`Q5x#^4T-#mciK-qa}{JY^yVcUKe)$DoUzq+
zK2%^vPFuP?<@5zl;AN>3dF7VguBqxGNH1JJ-bDj~d1Cf~vMp>wtKocV!umYvpzL>(
zV2ZrjuDr<H|3Fd5#ZtxDyh{q)*L$XJ!)w1>+!L+f{^_xc`&OmGVL_Sf@|N5+C&p(s
z5-}-`+F0zT2VC^=8(oAHDh1(Jhx@th3WoZhmr)uORj3*m;czZFhsYzt2sg7_gR%S1
zi%FCeX{sJKZ<UI$Ci>t}Rf$9kC$!<Svw^ogyO_TN==ar6#h3^KN>QKIiAnfmK0CO%
znQWcM=xqed<Wt9?qt7KMElcr;7nfs!JI9#Rcgc@v_Zt_0w0=dTn<er~O(@vo%=9`)
z@S8!3ZPn|I)~7vY(R_II4G??qR26asZJgYpJKXX=5X3x@zSXaYIC^0VNhWyjzBHMZ
zX%FAS)HVuC%<-nE#O=zeW?>7rexhfv{QOmahFXlF;U7&~IhP~g2G{TBl>uQ<x*(zG
z{<?(E_+uzjzmtqoTEN{-OC$m|L9X58V2?SeYNPJ8m4jH>qm8dlsw|ud<ZpTf!@8`}
ze1C*;TBuz5l)+)D!13x1u{#AOGi$YgM|NnfuNM|4eZD#?hdbDW-Pd;37{SZ3G^;CB
z_cA2dg()yVI63l$<gTOHbzjF-DOFfBf7iM$wI+&b212L_G=A@EHFJKXXDmQQMTOIR
zi)G5a9zIqp|CXEWZPt5et7fQCAvjL3Y|`d;qGsZ(z(zFK5-c}7i5ej)f8(NztVv&&
zgcK?eJ$N-%^)SD~2ZpxdEgy9eFfxn?T>KmkZ9HOoOf2i}oUH@Udh0Eat`R5MQAp70
z6(2Ij`FJD+1>ZMHrf}5;;1W#8`Kmm(<!@-HLTMW>>6$Nl`^|ip`zf=XlwM-nTde-p
z3LA|I;OaJ3%d%Oa$xr2qO&2*b7U8&hbL#wgG_Z>7=@s&cVJwzE+o4KmCUwsK9d6~s
zbtdy^37nkKTX%B?EH8-zVk$tG`EO`)c<j(Pl3Dm^-B$Rxm^)jTo=wt%{|yw(-Q6kJ
z?vY?#i-=h5XJ&b86Ak<(6;y(y^=Ivb(trLtGhf2cvM$mef|*^ZixvwS91t!gy76;$
znHy(L;3T2Kll^?OM!}gSBZIPW(O`pxNY_24`dIK}xjH>OhJ7?wB4fC*>_z(!pM&nR
z&aK(A2G{-vqfw+u9hM2h;w6yZoJ3Dob}{#Ub*enhoCuNJ*d%RrVRE3BzFQn1hnZvS
zZ<2%69s5Rl<vIt^3<U`}3%WQezs@{%5LbW9SH`khRUV1?#;GX^Ro->Bc?bsd_Fgvg
z@JG_)l?8r`G|Brd9J{^UAN9kF=<$R7{x~@-ak`I|mKg#4R8j5(?7{|u-XAr68R9t8
zLTy-3Xm4Fdqrz1JY_J~O){mE)Is!oWL1)nvBJLqQKLdC{yZ%F4>eQi864=avHwt{g
zpd*Jsto?{C7!LUI;iH_uAT1fj7r;uER`e)nQZBR2KX8D1-qXbcG>T&zxt!?H$jEey
zZoOd3)Eqc3e<+CIV{vW{=(DAE@nZ;*%tKE@$_ALJ{kNu8q9{aA!G6}*eVm<KkV3E!
zmur4;lpv%~W?B${K%f7LKxR+)r4^_ayo=dJV)X~$bSOxD+q{eg{l++8{aZ{<kjZU@
zbtz(9u9Xc>LnasZUU(pUm=p+c)xXXBdwH4gb?--{r}P1L3ZXC-uA<4>ok|2q%q!F@
zHVUnNwtFQ+5Q69z3GNKj$JlnZUu>%k5LU}<%@^!i=9sw3)F-j{y>EM&2pqfhH+Sv+
z2KZ%xfI287U!HKfnD3_MLELES)p<c3H-;4uaFf^f0+A^{Qg)`8X_8m8Kc;Q_X-V)a
zhpr4=hFgc%Y$LopsvBXwq&^jeP+4a{>ir*xsa%OHmager=-<~AAdZ)td&)8lou3jU
zd*Jwj;PxaS@pjv6%swQ-{VvKkdwi8>&sTbCJ9~JxLm5|2prgb1$JH^A2ZR-Asgxwi
z&D^;~iEA&^jlKK&Xf4p?i=c2_%zW!Ar^z=D6}!q=0Ubh3_aVP;dX}g-bt{=^QM!}8
zA1n7~pAPtU^{LROIA^|L##Oh-*nA})+OV0oLcEcv59E{(vlxbh(ADWi78v*C&$f=Q
zT50i{zn@WKGTU>;eHRs2-ybLq6J>38jPD^!t-5{_Hm8Ct(O7TCp4mtZvDGfj>}T7+
z*_?CS;CJqR2G-$mOC3rbsmJoUxJ<&$R9AdM8B1PHwfLIXYw36;j=hiC_dk#k-;A(2
zR;On`$4r=2C$<antfp;zXMJWy;ylTI8JtgTTmI0i6l@`J|L*Kvvg%`Rm}gwqXA*g4
z7u?O`^V?Cs(MS4rofwwYSEMQ4ab`iQ+Z8pK#z)I5W5wNCYSe`%(6zP)g|q8cJAUiu
z6QO*w-WTVcNxsy5ZvuA1<TwPivdyAinoT^qWwrja=FY;&dK>)Bb8Mmm$CU_UT$yv;
zVNv&7E%R(pH|C_>Q-}i6<6dygIodP$J<XR7#J8)K<Ak8S3%**Md0=Jk!t3}@ogvY@
z_9Z97V;3~KCMj3qq;y;%|2rOBi0|4r|IK>egMHyFv{Ss%tO=C1QG^c(*PyH}EZ7L)
zKo!;rO!v&P+~brNaZdO93Jeb`;Kq>jYbV_HnP3H{li^~`MQA+#E%izwmWjrPLI9ua
z<q^S1ZrIhiIT7ERmuKX-n(vFuMlNH5?_SUBTz>Q8ZXsc_pPEZ$3d!8YeO+BVH;62g
zZ|iye-KNR(EBl935H6JjA4|&rqw1`}qWb=~J;2a8bT<e{H_|CX2?$E3bc514bcb}e
zbV+w3oia*yNS8F<cl*2Elm8h949w<Yui5Kf&*y%2wUegXB=g1uJ;kj{E0dunh4_UV
zm<b!d;w9bC;CP#@!JB2F`4;bCW5~yU1<jrUbkOk})t9hu)qQ9MkYoMQYWBbrN*_R=
zVm#xIU2Vo!+~C(f3dGpzw${Zes61$B+D)3W)O!dS<F*^a3x=|GJ(ESPyr`%@@}l~g
zij#0!7MD&OgdM0deoia?ob674Ru~K^7gj134C14sYl{tGeOCmFB=VF-2ljTL#&sxi
zIY<ShO<ynaTCiF-1d%n>;eJP&&^fI2b(@o+4~?DoUhtqOH(P;_nt_c(;WP5%C%l9S
zn)xXOQem39{Z)#b{H?b`gLU|SNDy+u>Hh4^!l^!fj=$YQqR;&_#My#{nCYsOul=hS
zw_{=@LH&nFdPdSuOV(FSuJ{R3IQb7c)J|8={y3=wMKQm{e!X6_J3ZK1h7sq^pneYS
z`iAF-{3Tq+kNhpvTU1vu1FCKDM%561f%DamFCj2|<w+^tu;8Ty)Og4=R3<eAmZFqi
zZilK~To#HrU4U(8M+0T1Re2#(<T_56@GF!xKv<hB-=*d`sw|}0tA)neCxbVI540`#
z2TQ(kR>9gUT$34@*a$F^lLLQiAqCgAyr1jngAA&<t7ycoZFIgljYwbsbu~2f-@5gE
z(R|lH`QQpxjyI}BXQD%6TnU7p{la`~rI4RXQ|>NYN$=@glgP-Y&}1rR=Xk9f)bfR7
zQk$dxtYt?6qGJl^D4)e~(G0Bl1Sa*ObMRBA9XxJ^S+O)_2_~mwI2oCSEy9lK<YZFC
zE3tvc;6CzcLH`|{L18Ov&9BLqOH_n9-_P$KAgp3m(RI{hne4p4zJg8J8n^S$Q}cs@
z=G^9R(K<$?7oyon^(w0eI(|S}Zir{n$<X5_(?@ltV8N^eNn!6_dTY4T4nob_?fAuQ
ze(60uiw|;%*(ZEfUVI<+aNB1h<q$ms4Sb8}1dw@4>7X(RZMG@AdNV2XpPFDPbT$lZ
zNsVPC(D$K;(j?X+bn&%QuT#dqI-ogpJ5;@Az|_04?J)Fo`&^gk8Bo<zH}cU>XvoUk
z5HeKZ-Bw*$Zt!PGNslLH!;M75Hbc;XnL@B8$`29F;}ud)v=ye+n4z`cDkJNX8}~9D
z2iuI+Y}Z(PrT8F2g&{9N5IXz$3l`y#%FhMWkx~^*5J<fo13EFJMko=af^Nc3N!5An
z<}fui8`C7ht}k`6vba5+a~mM?vysz`TgFC+QSwSwmfI#e+PHO*|Co+kW{wbiWlo~K
z;D_}n`GsM|tKl^_buBkfgd*=^j4V09gRIu8QFWF)4xNRu1<h#;1k=y1<$*e2+)rqy
z@tuENe=_T;WXQoR#*{QTf|uDe@w1L+t0oG1IxZpF9IAGgrt9CG@6i5$V36-vwCJOO
zoP&z0t9jU)ZKN@uNVj+hG@;Bbc_Cl-RT*tJL{X4$Xb76}%t>tx27H)q$9p_zN)w3i
zNsl_BFE`c|D^d$n;rmDa9QgUUZaG0q9vN$DJC^2N8;fLP_xM5#_p%A^P$(RI9qE|Z
zT$iYc&%<JojyfUi_@c|sXJ?)Hk<rm|YmYm>*Xn=Rk;14Ne@@o^8Tc8!kl;mQ<li>L
zOBDgAxRDfLBM|%Ykdy4zP(nbwauvdgaQb&X{pKpBi7D{S#V+vVlhV}s)aAXUogEgD
zLH1SVbp*AUg&8ZmzP<wQ4E59RE<bazaBR{s<xBeY+MXF0A|^S1BqiylbwP632lAxV
zwQlv4f5^-GX^nRwtv&=ud?Dxm2YLv_RE#9P(;WZ63i^YZR)nXC=1A`Gut=IOErt&7
zehoH}jZ}|pMdj_^jW5RAWqN$}cg~@0#9UOE%_3x_lL3%RJXHaJ#jKfCJHK75)hAQB
zk$VFfLp#zR0R5tmR$j4d-M;VBjsXU%<99J*A_{@L|NoMjs=p6c+x`dFxN{h2!|J10
zaiAzq^zU7^kjZL@dQBqb#AE2BBR5-W6?p$iT5tA=XsOJUKB?6pc<>Gn>WrzG_T$?t
zZjzx4#zC|hsb3`8WOv#gmot+O1BQs-e9h?Cl*7{j@|?sx@=T9_fi?2d!PBRH(DGUl
zXhRb7n@K{uVi*I)w!dF(`PnYX?xa4>E88)TkJieS283s`Lg}{^?y&y@vDiaM`(;H?
zCOl2IqN!=au{^@c$rIPs6%90JQ3>eNVw#2NrLpgS-OI^-z_gYyaSfG|Sm5lt&oH!J
z-HWOOM+0my0_eetN_gp}nsVnN3u8{n(O_oF-%g)DBmw?NSaR==6Xe-={`d;fkHAP9
z)0~AR{qqzJ6oVgSLh}$8<U&zib<>kKb`2M;(Wwi{y?)gjMJ>_>RO<k?TtGEI`S&a&
zVUY)W>tj=RFNJV4L>uZSKz*kH)*0AB3t%{VW{`4lN(TCSN4l)Bzjfj`ux`%+gYMm#
z@d35j#)=Hw_3RF518s`Bzh=hAE7|>MqgmPQ*~L89j|PTcqcR}LWxt|a*Vaaq?+)Nf
z4;hwYk_uk$p_aJInDXL~qeKgBvcqa)8+<LhVrCMhyf-ewA!Ve{H%}A~#4@9w#JxSM
z<R=KwI}m~BA7(KRk}mc08q`iT&+l2h>%8>`-LWZ{M|=-M?mR&r+tF8^xe%Z|zc^_a
zz<|bDTdSD(4yXm(Y2LrN*#(eAy;d4n;LgV1rKR^lI^wf;kvPxm(#*GOtdYok`0PsP
zPne+JQt`J{{Q~2RC_;X}TQ06=Ws;<@zBuc*-?rciC(6)c`CiEbh66@7*Xup>c#Z93
z*}CJ3Pw$c~wC2?m)y-{^tds>8I#z%8#T6f>eXJZ%Rp1I9O|KH8ygD>~bBN$-sr-eA
zQ&Es%Nvr;ZM0t11Q-bv)OuMuu(VcqYkWDkBZFECE@I8%%<wn}lOW47_;`v&lMj6sc
z7!l#TEMcmJCDgf5G-u9U_J~?1M2{ZLmC_SQ<+nnB6!&4UJWFWNz#tbh5fNp<)L&}H
zX&;&&qH-P|)!wx59~p7Y4(=rtS2(CqBJXDH8H)NdCTRI^$og<@P^W#cAH#&oBq?d7
z=t>1UOPis+35%D5L=0BCyREg#qX*V+*wcL={@#*Ti`}CD0Pfjb!G;vTOYk2E%~2NE
z-DnkmGX&Dt%GNJkq~$FgYt#S*<9u*!gZnk^?o63Ps!PcN-ZLzmf(;m2Wr~=%_jwc{
zq~zH-tPfC$$S0HDuE_rn<VD&6H+&BqK1M=@dUyd;I%c6PEq^`QY(bPO1EQZ1dQ<T2
zi!hnRHAyOehfT0D3@u^8z=Pt?A|#b*O+O>1p6c%;AqZ-Uuffv=LrgA?rCKQ#Si!+@
z*epwurmpV%RE#KFRuZL1D{6SX?SRv+P(K~6TX?z_2YMqOgy76=&yF;R!3welT_Uxk
z<;J7*a`OzJ4j>0(YA7x{o;1QFC*Itit-3ud);~Ae{XLp>+8Qa!OYmWMlKg0B7zISD
z)6-t27X#Lq6~Oj9>H*$nvH?9mAOA2b;AlJlUk!oT|IrW-Df-AOA?&Uao1Jum@pMM2
zQY-GDOs`b!|2~~H8nTe5O5#p&fdSDguwcG)&G@~DYsh`V1PRN)lqK<TCg5!@H*iIJ
z2*eDNd6}xM2NiHJ=sOzc&3jra*E@t}EO$@$OkP`Whz(Xms0Pk<{QY?<K5N~eu1HrU
zLcF$oj5+)%Mxvrbn*aLh4<UkvTqGZJ8KXf`GGhW#xR0Gbfi1;Vb~_J0xJo@1JH9rc
zW0xSoru3!taAb5lb?%z4n244@F-q4$B&ofvEOp}mtIe-!Cy8IF1aSkle5s^Xvrbn%
zIA)N$sLdgIi9p1sb&L95iEO}*aw-`EvM$No>#R>MJQ?m)>QZ<_NWXzSU0D}E&65=A
zX8D?psoLo{WLzc{$_N4}GEMc>`k8mIz9E@?&|)?%1g5g}Mo-wj)tIL>+dx&?fbSVA
z*HvAiYGaSoYPB!P^x|*i9WPhVW143$%``<%jYj5i>#&!zf>ThPBc)-rub1<B1`_Y{
z8xlZgv)!vKzlLei>#$pDS(K_yt+vTTAnpVfF5~xJzL5y}s3v(t^!XBBHjx#xTu*U<
zay1G$yIrep=`DZF;Rkd@tydolZF?tEv&plEa+1nfv|6l?`1|~(>I<?Ku_DbmsA=BV
z(ElmZW1Um|wVMhYGPHh9f^DoUF)t=Do7$nKEXO)rel(ZI>{OGFcXIb+A9D=enA7w>
z&m3!t=G}L9?V~8*CE$=c9ZN58>fhb|s%|Rm0C~G=eaJ)zLYyeh$Y;zO5>VtLti4VC
z_WKgHs{el8*U>fJvW>rNLJ^;lNj~d7O-z-ODoE+Q^9JI@NCgkZ((=O31vT&<dWMJv
zg4)X%4GV}01Tr2zR<PCoT+?;9-)7|qG9tBa#1fNx;CvWtmkly)n0xi{hssPTYZ?!q
zrT7&Avzk}oS%s7($Uu^){D=TOS^HMcHggCD(m*dwQg~UqQUU2bM>0yX{1G+k8|Cyc
zFZ0tMX8m2dIG>lAEy8cN5Up~ThnL$p8Aws*#M!Z)xA-L}TFV`lDK9`z=m+D|Qjsx8
zJ0WJu&k7TdpgCRXp~{OjC+aiy9IQwsM$?0Ek4h_N5kk?VNw|)aJoYP;Tzke9y`|my
zr>CZSyIam;Bj|`dJ=jSL1zvTuy>GxFB$JCDlwVfgH{8rXfSX$~teU|6S}&rVN|)~K
z>?FsKiK+gc*24`?$W10D+Z&1(-yeKpE3ApjV8?oB_hQ%Su@gb_nEM@8U0O}ul$4Zk
zpeZAZs%{4w4DuTeifvjFo1VpxTf7cOPj-B-6?wc7ur(?Gj&op7>>mm7j!;5R#wYMt
zNL$FV_a(jU^x`jxAZ-$(8baq%i~gBUJt~yDJKJT$_3VaGqLdv;M6mcD=#k7dDT!2f
zunAGEO;%Lw%V1AG5+7e~KuS^0%~yVvLvqG&Nss)J)CRR^%`}1FZzlErPOe76!dRe9
z>R3E$gifrhF9V83!lhShxk=l8_Ai|r#o}N-XZXbM8~%$21sMdAEe<LYQK@lXU87e#
z#GB)bnQ{KWQsWlI`eR1NEu3+oENLXXXKZ?kix6njx$}m2T8VqH7zSrdoU^YE39$K4
z`AZfX@m$9QIpdNxQ*DooqPx5aW(X5{;*sOQ9qv6GW<g2?NaI=z66h}w^sRS+1vXxd
zAajdsnZQ7a@&x$R2(E@blGW3spO`o|djwZ|UZ0066jIO7m$XuA-IjVW)BX{<_m;?{
z1dbMPfhfO1c+VjgV2&fN(!fN!l)JOV?&$I*CnAyVkm&H;rgx^qYWGT3jm~ebT78V8
z_RnM`QIc+3wrt7Gg|yk%r<*D}I`Yf?LNLQcJeN;E5c(yiXhdpd<uQD%q84(&wYQeb
z&MCDG=0SSDdE}HgH9&j&-NgjeEmi(=7|3ftJ!d+6@qbs;*D7y|!+7(@meU(b6v$W?
z4(i2$$RW9U>H`u2#ZP+myF-K_Kt7TN53nB)fTeK!{529!LkmRj-ImA`cCcGuam<b`
zEAPU!HkNI$6<#1x=ylIv0lKj1PU24>TwZC>9p$s(`7e|~<>wDi1^EQU8VG^=0Y-S&
zn3AL{+e;BDUmJKz;FX}hu$dh|Ab#iFb4aKJr9BWH$S+91Tk_XFGtby_pBjaJq{Bi-
z%DU*O{UHUE-g<A6ApF2nN@7LJQVVMBtWMX&S9XTOtLX}8t;PI&3wsGnBw*ypyZe(}
zvr=2C>56TV*qdswBbAf0>>6}a#^&BLY_yh5e}^k;GtFbQ+%8X9`9Mngz)J$r9kRB}
z4&v-oe}*kyVqy6n-1M{UBZsXm-5u0gTwg&>NM-A$%l&XhWrL6ivj@rERE<@C+HclT
zMp{IHSNk|<uk^h)fwwA6jCDH)GO@79_^OD3g-L|p!83Aw)6>qGY}7Yhi)O8)I-C{#
zqyj`(FQfUq)@iXSKzVL1EJ=6<zgzF+`%!Lhy`O!#z=l~R5u2UAJ%_Kg(UI~3Y9)BA
zk>g1d-Tc-k9&V~WAbt^W<69jqx6t5WwafAI^4_CAmlK}7{*_1lEN(|eKw$P)l-osh
zajKwRp2s9@6=({??slXP3?9F6^k?5!<L(^=C-p7com_2A6QUEFMuU8+(k*wQ4jH7M
znz<K2D0HhM^PAN{KErH#CG@-5VS;WguMhUN9(80a7nM^HG<!`4UBuk|zAT=DF{Qj>
z=PK8nGCAUW>YJzioW4tj%?wT|g5CB9I^ZKQ?}lyW?DO@F1vhs)ZP|FX)(1M$u#cRI
zmgpidkDG3n)!~b775VtT9y|M11*Si$2MQo8ZLIe=1bbWeWf*fX!tyCxodW#UKaj+M
zTrx`n`S764sm;gkeg*V3-lJ@~T>kIKcvfFul>RLs9xwSNSoh6vC5<mDN=Z36dwM$1
z^c%CY1P6KBuX1&E&$?g6eYySoUW?MmtJ$8xHPxkiPjrkaZjQ!^Ve}3iC9PCr5yrv7
z-lGrm=szu|YV}6{cC0k_lwXBJ9;w5Jj*WX(rb#n6jnznKzE#tWs)am_jJ>#|s04@O
zQ><xPWmx%exe}|V>y9t=#dE2x$QO?4Ec@_SJ@s%NC_;sh(rRlGO;Qjkokk8!ssit|
z2tCp*vHa!_6Nshk<bhoRZ5kHY#L|+AaDMA&RfQ~DKN^KeVr+Lm4?mx{xR<+-z`jne
zqtzakMq+42)twtz_5zSFP_N6ObfrygV~X3~9C;hohb$+DQg^kX1zNNEIl6X+wA%V`
z>$FJ#CN#4ggy(t{ml<63eE#t75Sd2rZs~P`WLWmyi=MP~x+18R7QOE35<14^@Fg-V
z8EL!&euSstqvN}g|NHBp8rZSgUK`!Lhh(?<vD@8G?=Se9l<ewo>dwaPv01M`SY9nW
zb?F3ymhbehRe&!M4{0=NuO=KkHj(*N8!0W-&cn^82R?>K=`8B)hwG7zATz};5xdg5
ztZ2euCenu<fuVQCS@o=P$X}S^?94x}wtp-CSt6*V=tw30<F)v0R5DBq>N0V5dbxz*
zAc_?7xT4>#WzbRhvrSZq*DuA#=GDWX540!GJ#li5v=q)&i^I@&1GoOeW;0%z#c7L<
zjDZ@+K85SKBx)AsT$#w}tsF{=RFW)!s$f1IE&5gmGpx~r#a<|Awe_=Z8GK-j58|A*
zU4G^iT13f+iM#Ny#ETCCd0p%uK1M4<pj2@7{&_5Rdm}!lWFaEYObe0MGWevZfugcS
ziS&EI>OBmvDe#PXzBD5TjY%pyQeBj=obCg==lNzie7_JsUkYRV`>qGhqsV${F3+(<
zb-VK8c2SbVEf0-<0b-o1rkYKpj8vj9O#1ImKI*4ODBUQt#D})Rgb1yPU+ka>v30jI
zV`a^`=}(zF1R0iK7qX59?c}mF5<elX6{?Z`H;+|uQQu0s@CU8&m?|M9n)O&b?@7zF
zegF-{Qmr5KLM)SI1JS`9Adw}_@(^OCS03v*P3JzhvOb8X(jbE~clwRCH^*Y;14R*i
zq#WFDJ*RHY=42Q`f)#URhJUA|Syt{<jlO-(?$vDbN@@(yDv)Qxtxl%6i5$ZREx&F7
zM2KRUqHZ-fQLl@-US;X41ZIm;DOHq5$TDkdci%IDQo$-Z>8W&c^>%n~5=|p00*5Cb
zvfM0}BwqfhB4Dq+u;X^--v1)$iz5Il;FCoThzM5nCnvT<w4FNYtzX9khU4ILcwX$T
z60xfPx-$}#TOsCkz7)w%8ONmP2B!F8#3U6*0ca9R-cqphu9jzzr_+guV~wm@K1N-N
zX{h5R5$N1bb`<MQtbDK<p@f)oup67#GGNjTP;E1YFXHD9-p3nWa67=EZKiF+to7U}
zD6ev!w&|o`USBcvpsmZ+dN^24S%w)a2la&avEA+zmvgVl!1iym*^9!vN%@Nr60vOJ
z(CQbWmjgVGPIu^BlBCIlkFwQE*7{D@PQ3oCaNz&0C#ERZ^a#t!EbL3C%oRV|bwWA!
zlm@zv=iwn16BGxA5mzC}tybMdSL+Jo#|+Fep9`uYe&e!53YUD(q94-te9Bs^`#uh@
zm9ry57JHk1C#IfH&CqcjK^0-9fUp`3&pB}|vcfa={JvE`23-ecA-L9wei#IOBOqf!
zKK|0RCCWD_Sq*R=lm_OK_zxbu#ID*)TSD4dF8d5`ibGshy!@R%VGS5bG~akS%1ocG
z2N-OO)zF~fVGT;(Yh<}QvWawmlnf_#E6{0|k|tlGN){199qsa7LuQ0bSo_ygh9%U&
z<R|An1dPa(Mw^nmPPw|5)$<i;?MTO<;@dG6c#GUAi0GmO7oD=9*kbjzv@Wc|>8%|o
zLqi<3ScY_LP;!HRy1?|}P>+jHyrC}A2oAfhG7mjmlB#+gWwq^*BXk{?3GbU#vM6Qh
zx9^JSfaY~)*w4O;kW5NkcdIZdL3+S5_#7bl*&;a@C=XEw8k>%Ku3)vIrpyDfu`ANl
zp2d(dpkk;t_aaFl|CUrkn%sE%{-Kem!&Z(AqULTOU7c>u$|N>IS|tYHuP8$9re}vg
zF9!^b@kjw*^(UF2&X4g^lSjMg|M1?aLZ|Rc0O@OP8+P`FG{=&bDhs;tu>JL;c4Aqb
ze+}%D$RFM$JwM8PjsaSlSc<>80AjqE(>$?`?IC<c=k?m)ens<peldUuCI_!gTyQuW
zP%wq8yE5XTIlV&zUc+u`t5)ohH|}p`4MLiYf8D-UR=>y&lmK7Aw;Q?OwNt!wwr{b+
zvVB`(I>ea6q&7V;$Jn(IF)!XcdkvvEza<?7pc9)iwZ8ldG?9=#G&A1evJ0Ou)s_F|
z=sjUfgx-9sB?X_agbRZCcf4MT!|vuu{7sC7+jAtqZn6~x0FG`z6lR8N$vQK0zZ%8l
zeSHq2SUtO<aEXCYYyyx{PD%yk-1@ga_(Cp%E|jD>`|kW^iba-KRGwB|_RVzi$#=4B
z4Gt5&vx}SBJXpbwu#-`n40eyGl#hDC72z~bIHMeG*sIQgt!QF@8r(%bbhF_wdHjNZ
zXr+@EjpkEgXmfBD#C%9AZC>Lnj1{<NPsQl#iU;tV%w5c535LuQ7P)1U(}=BZoIc$3
zn^B<MQO>=f%Qd~y6#04&$WV!kPsQZ)CX_gz6omE7n$i=KLpw5;NAQyWXT8ksT6Xz2
zUmeeR_u-1fb8zn{OS%xtUpwT=@nM!8+f32?=zyNyh~v8-MSP&5GCpS9m(?g~tar0r
zzVvhz&^I(ln6%NP$y0tmq(i#mxn6s)m04mJvllM<_&m1UdJq7Qd^aPPuw_}oJHy;c
zYP9yy6Tj&UA*!_v6-~@UES*A@Isq=A(e3Bfx%B6d6YMO{8UEulfHEy4Q38Q5M}3#m
zeL~m|W<+TsK!OS8nc%CdaSPpnq0zRN(G8Gtl`gxUZ~m)CS5TvhSlHCIt|-pb;9*Kd
zPHL2F48=wh)oCuu6{<CAjM@cT3!k6P0k+!-!V;2VZ;`nQcE>~z2YrpYVvd?3W@-SA
z3Fr$0kMAh)1Xn>EWIisC{6=NiSr;m=2TS{?l!TvI{425{2WEwEH`mLK>icjbK%}ik
zqZ!o>9Z!_dykfHESWCg(gSKj_MmWoF_dL9wTk=m(Jgy+l&~C5@l8{A7C&gKMPok;l
zJK83bjW;NnBuqa`RR;Zi)#IVdrNV>F!ac&^nX)i+TzEw}nBm5(q^Cr}Do=oyFO$&t
z`yc5;nbkQv&AjGR;Nj3o1(Yv?Gp^Nib5Vl`g_-@1qq^|(sxa_p_WSoX`<(J}P0$<;
zc|Il%CN`O`W@tiSlDmjApvP*+N`_;~!isc*n`}bI=~6kW_8p+(<TPerwD}PqUqi!y
zJgzTWup;Ckp8ZxnB%N-E_F$m@f8*NfC1PToT@G!bc!Li<jS{qhUvR;SFwSCu;jDEy
z(CY~7LctJL@3<3jKeL2grs3&70Civd-xPR6C^2d~Ghiz~tKSH2N2AB?VHx4PUF4-N
zp+7O3yy{;4JBRiapXP1-<we9CyDWB`3F)EfpdheLE7yKZ(^65An(3ZyX?t-=9#vFE
zthKhJ?8#_rK|PIO{MR6RbVMf2WRDmzdyh&ow_*U>o<d5!HvBoerGO9=Drg$K8Dunv
z{IW}TtcBJ+i1b66^0rWm-|nDR;UjOVOlo)h#+Y7ABTKpMKzUTM7Mw8&x{?Ny9D8_a
zLW4KW))O{$nFKr?be>%}E#)bQDv<h-U%S(Mgg6cy2cBVPhE-vA+#~PDs02)<M>;(l
zR`&b{!cuua>yKGc`42SZnc(-jqIq_I;wpyaKai>|52Wmm8$y$z-oBGYQQaAUv@fRT
z;<ts0jnjOLpJa8^OReaZ@RgH1pXn;*-|p`JxVUNWhq8~1hYxf=&mJ#<P;I`iUGg89
z>zdsu)yWT*u<R<Qq>d%SN?5N!Jg<5Qik++<IOZ^#LdN^;G*dAM*es%;w#tE<+RW-Y
zIFz(3-+$FRTC!2(3<bMm8#BrAkRy#+Cn0qtEpbac`ZS(}>B>gT!`ns4<15DwL)aRc
zGc(BKOXw|BCU!)Wf>g@gaWF#0iN|p2M_C`b`WOQ%B2!Yv>7qXJ0lK!+<o6+yU}N1K
zgu9?f;$$5!k`BHrzgR-cf|h+gLzef)b=dyCP4G0h^)HQ$yBuqoau(Y^_(jPoY4lc~
zFh$v1q*4<=9-6%%!=fIRI(Bj(I!QcGZo#JWs_FP@3fqHV4|$>ozd@>w=}f?L4-!rm
zQC9OUSu?N*I0Mf3+<|U`Y#|Mp!9Oy_%5PIQGtlnSpGjP{W24cqapF@-kkr%`AK-|J
zGr7$w%LTrDwCVrcPd1j6`FT<rghD$BozMxSl1-ky@smMX{P<G~UrOnda*7I!H@mmO
z%&M#eu!mTrDw=y%f7B5+XlQ&tR#DC*G4_?KA+_>ric+R}eMbUtbfc+ru@qNVug%0-
zR9un(l33VPDc8|x&}aFkXtEPpYF-{FVsG{MqeLb4?`LdS&#CEfdd39BL(Sy3gIoj!
zY9lJftXJX+w%_WZj9O$7O3|VvtmZ{JIWc2PSmNk>6*e{&Z8CDBNhRQLvM8AdtiFcQ
zJ}8p)0s1rZA(5T?U6Z<!fki^`JmVfyAK_t2HXo0!UhwU36(j3n39B+2laekQ(<xLl
zk`b7McYPcVi=v-WR{Xi^=OWtsTA~?pX^LOmqObo1J5!PUW=Qjm4u4;*O4DAIKPAo7
zgouZ?q+SsDwfaocl5p2sT|TW3ne0sHP)6k}U2(aP?`?o_#!*)2qL+B_%`Y&G%_;W!
zyBXV)b8cNZ65mb)gcl#1tJqj9`r@zWw^cd(mYcb|<FBsAsmn1_ZM)AnO_j$><l0Ou
zW|+;A%16N+jlIy0?slc9_RJK^^0FLpH7UMQHrw<hsV_;&lHtL_U_;tpS5z;-&a;0Z
z^<ajaq|+9ni6KZi(}k*&(SM+1L!8@J@8<jeMoCi?Ml-<Ej=)lNR7-hTgMj%+iF*HC
zz#$O=pzu8hQmvShc;ahFmRl!P9CXto#zkHOflh|&D5i%|B8)3cBdcqrC_XM1FwlM2
zcA${!WWJ<+4sFH$v%#Eu4ujl6!a{NiU-Yl`Io3G@t`h=bnn&8>*#i?|O$-BKq^|5(
zlxAuVp}6!v%~_3kQ9n^%2s6ECJ9ha}OR^H&6PB$#AZxq{`3VB8c9@S5j$%IBeI?oU
zEZ0rJG-Q*f-dskJf05R_xOhI#S!c~<Yow$rXV9xPd+{>S$!r+EQC_|fwMPN+ymp%_
z|A92lPk))eR#gy)21-{|1}jrjsAg|7f|wWEb<Vo(Hov0~?_b5+(-nl6h^8g6es#;l
z=ja1*J3<mL15J@kae)e*B4zN;;+dwDI_DfQ#5(W+t@&<E_DgQI{EX0fU~yOOL)zJ{
zqr$^*2;-`epvcA%A_-{PZ6Z=dnXD(OT^2-d0%KBX@%&U~H=mq{OODyq6iRDg=k#$C
zCswX6(B8?{d)aZ9XhyktJ*}txNsj{k?H1la2#w_>s+VI-L{Q|6EFOUCg5X<piPCsk
z)6(tTXk{VMR9okAfcKI|_G{xO@SWk<;-AR!Cx*p~f9ld9DU$(fTa*`rXP2i9M*6s0
zTjLShp9FLf<axNYV<i8siDnx=A?Q6M?VShzdtBu}n%&E%7iqlf4pfi*qixRx>1J>R
ziX`S8eY!0$csM>AD%)#<%H@Bd^2?a7)n_T93UE4$&;@(l_RpM+$Jb6gZq|83M1x%B
zI=XJ@+mYA9hp7{Gbf3NNWYljrudZiy{JCO2-m86jK_DoIRNKLWUsLRl$8eIv6njX^
zv-fPzrE!q2v2q%>eZ1$h37Njzmt;jjN*|y6yoqg*M|Wlw&HfpU+A(yt=5Tqb#1VJS
z?_UyrX-blKKE0^_qID>G`_*W2?{1y>omy}^FG`>@5<G4;jx5+_`znl1O7sjkk0U_N
z$v~u*@7-eRMc-;jum^NFX6GT<B{yMv?`UH16CFSstGwt|+j|WPLC<R;0@Ng@&MO|9
z2g7fGWYkGd?G$NBc>VeI4eUn&$@BFx_HVFZYPbivQ$VsHUW&l*_Tu?M`9PLo$BTb1
zKPH}i!4Azdfxv5JQu8w(@<8?wApPmt3d%~|92j}0e=&kN-aS0{)Fp<In;fT?GyKxz
zuVHF(Rb3E7u+FagK=jJv?WD|@qH-GTvDnblFU+;`)m#C#np7HPd`>@KU+~A<nB>4C
z+^*qM5d))>a_nIWsk97R;btv6Ws2Z4?a2Irk?k*)4(X!etDSz{i|pjU!;ILrLX~EA
zhl=t_bk=PSu7nE`ahkij(AqKA+1;H{M4)#rftSdw+E+dWAxLkHR0@wn?a_E=4vj*$
z^V*9qMH&s&38kS<XI<fr$lce0+4GQEGPS@!g*CDG_T}^}%P#i%io4*wn$eEf)OR&H
zH3n^wN>U#4Q;#dB?!RwC$U`n~{p4H-V!jq;^Z1Fxx<7l8YS!}_gc@9hE!0=8S@2HA
z5jxwJj`mj@tWnjjwIx<aEd)C30(Y=bch-=q9?C|W$=_cuStA&a50OtFU&Ti+(Joe<
zIt;`|Ebm)qDd-3()G}2Ev+MoIL){K)$#}k}bnxh@jf00);-#W}0f`=qKDGD@+MTDs
zt3>=f_ME2or$bCt%JR5h=!ZAs;0w?GZ<=H8C(@x+6&;B0%Y1zqQ4SY14PjNbNt#ft
zg)l+O<<UDw&J*%Kaf#!gziOp3P0^<!=bI)Bq3-WVTu&cQC42+V={7G9<FAaJxjGP!
zPp11X1mhJBP=Rg`p2MBy6yaxs83NAUU&iO%&3<R=EgarQ72hBk@{yLVgz%0lyUUFY
z`9u|bdz>kpR6#2zebOH)fuBK6P75yE5ON4NlTX%waO&UUdYwa+p)@u|@t}^E+_<XE
zSMejOjx?kba`}SbpcRhw=F~aT#ktkh|3I=}kNo7~W9v7%Z+_{e+oXc#o|=h&b~N2B
zQ8ML_bv*%Ze-#G_Akd#a;)cT)Pr#nlCbx;YntRoqb91SyQ@O-<{5q(0*ZY4=gD5@V
zX&!#v6idfcOXs@Im{SbC89S5vYiS8bR!%Zl;Q{XJsHYd6&QQAEXfQSQ5j-zZkHk|t
zD{yY(#+ik!Y{{n?Pu3NCR3g4sg1doJe%!UE#{Ymp#sWRdP<^YRs_sk!pX>}MR2P#Y
zzwNU}U`N7Sri{D3a7y#&W=8neRf!495=`ql>z_cKzK);`bMszdBo58I&p6+B^PT8(
ztn}KFan4_d;g@au;K=pM%iF<{%r!y87vku8t7SzND7cP3xR);+2Q>7Wx#jeMrb@jS
zHd$^uJwGf<?A}82S?<Gj`{cpi%vEy@`>DqnltumbW0$X4eIk*jba(h-J%KgeAVLK3
z+S{aewMGXOjkABZ7KNhm7I{RVI5X1dU^2eQR&%lBK$z;aPu{mh^8Tk)U;*RdIBn!+
zka0vq{rT()E7>ulRZ<mgHFOyD?*cNnI;iy1Rvb6WR(mIn0^ta|BRUN_6o)MgC;~P{
z`ORv2^DAU)r60`7m|&A-xA(1aHnZ)stO^+xv%H7Dke4Qe!)Kar=Y*rAF$C+~PtOA)
z;GRn}uNyK$ziE{-QrK<|L?=3Mnmdnqq#ohsMTK>Ke??}obO@vq4|{RB-WAkGhos?9
zN`~EDbCE85eYCMj-w0*ma->D%uOq*5WZLGgN8CWATJ({a{VAWw7-(>DufKor*7A$b
z9J-E#_&YY+hIunKRrYo35ceors9rde52rn1p2@R8(x8yb{oT_ES<<`a6lA={1d9Zn
z(BgK*wL#sMI6Z5yGoF4b{hIG#fGTmq!8TaO^{Lue>JtZsNi4|DraMMo!}Qd}z88U`
z%r2F~`SY~|ZtnwXJXQcwNp<>aXK8U2(gjAO6qAxV7ATY4RxPFwp+0Urh3U0y>2#0Z
z?`n_TrtJ+II&L{<v5YL_TYeX`0u=cn3(fgjJorj`Ue#$NPV%*0O|BG8=lPBQ<v>bu
z3faOTlWRPJghmEyP(uT2oCY<C`s>W%a+O9R<RIS)<Op{=Jn0_bOiY!ngq20Vh}$fu
z<*a_)80|b>Pn^tH;o;+ZUak69I76^X8%3y++)cT$S7NDV@#L470#@|&Xkxdsh3nem
zq)8Rks=N0oL7oDWL=1@T*N#q;IbYUfrXFo-L$o87;RRS0A+UUOmw|VXZ{oT88pI%H
zYSp8C8Wj~I>UZvs!+c(5-LAvxSUaxkSGN%=pUMoDrrf_95f(dNUaiA@K~}`%BHkE0
zTNWD-Iw+Rff1q-%b)W$}1}1<yvR}+9oqa$R*dn@o6Ro<sfCK}|uWRci)Kj8^oAXG=
zKZJLr<!n<)4~WXk$CTPVtgWf%88yWK+g1F=Q;?%<_x=(7l}L++8cS0CgT1g_z*hhk
z|0ILRGg7qpI2}cRFL_YEGsx&rD4<T$rl6_QX7MGh&L(Iobo<CFqQa+*3<rlQAwo50
z+&*LMM1gy2=Ia-otk4y1C%@;loWPiplF4TF{m@NYD0P+i{`!SyuZivt-oyl6ia%Ug
zO=QG$xaRjm7{WA?Wj9m2QPPWqfQV3@h*mi2+qo)Dxb8U^mV({c<?o`2wg6ctgMfwY
z{Ma2u2HkWD2y+Z$YHLuA01+FS*;_PPIslb>*fGi~`^;=aMbCIV#jsK4ll{^mIDK;&
zG6+gH+Y^eqpe@OM7v9C{eWwqfW5v<85POm6a=@eo2`9WXI{80wB?=N$wKmi5)+Qr3
zlZ}9=k17(1>s`JbUHAAh*)U}}6fwym_=z^{jsgJcb)yc2w8Lh@<1vt^rR`UweZnOj
zeQ(KeaE4}7)B*qYG}Z(vmj2Pc^%OFv1<c-h>S8J0T!!~AN^fj;-B43{KAC)VLvUq{
za5o<iV*e6kw)Dr(2{Swa%^VGuFU*}qQ8mH{Lz6@rrajO%EC6zW)7C0P)HAdTimSN_
zdr3-7f;YpjacQaiygduvBKmnrBbXq771hSSc@U;BQooIsiEuLNLc)yzVu39;Ek9Ds
zSe4r}*C;_9l!0$6WdL2GuZE3JZ0KW`7?I8&9CW+OGivux1vyp|*dvW9epW{rh~i31
zQHNOcaQ(r1iCFg6zz;A_NWx$Q-YKgGN}kv(F+bie@QdQ%F&xk_xW`kWFfZ-Y=wyu$
zy-X6Ega)@tJ-j|90$|>=z!u#jI7^;gK2DZ6BAituguOWKl!p@XoiILjTO9bWwqke}
zqRC4KhSY{v_C=x)=%cp?Ha(4Edh`gM-ZZa(ffFs-htp6($b{>IjGTQ2gw8K{{YzOT
zrcu%C%~4yTe6%Ds@Jz&uG9lwC?&%~~_Aih5WOgp|3L^ge31WT-=CN7ve7LzWpf>{>
z;QXCd(a=!z3G(Q=0j`+#kI(cl!WLL7GR`g6CsA9v4=(~Rb%NS}pMWT#BJ<nC<_#3T
z0Kl_eesr1A=>1kuQ9Ulg4JXwjYBaO2trx(Q6A2<Ij8&t5$XdRUek&n=Fe1Wi_(>pi
zke8EHW4&EVmVVoFif|)8P?q%HnD!kEVUc~S!R$ybToQZSm~%tEW#%1WM8(&1`5$H@
z))7ImUaM-KE$gN1qms?7;sJjHF%RA@NO}hyFWq!ns8SdQwPV6^CO_~?XfhvP+D(-p
zTJ$Gb!iShuKR`aMZpJ{5SG>!u!+o3}H|%rE63WWq{B-thiULerLfX;k)Aj~vU(y_W
ztaZP+*CDMU5i}bbLA^i&SYrnw+Sd!;+%n+HicnNkc%@8^ltAz4_9n?|3S)TXN$+52
z@lp54ytKupcR1h}cAi3~pY`@Gzt%=8FHLXbD|yY|7V%ekY4G=aJ#ruU5Kc+s5>PS}
zgiD_=ct?Kwt~ToQCFXPg2e!QSg+#V4bY#}LH1VXt;sZi~v8SPN>ACJG&FwkuH+t`1
z5m=?DCx?`LqWSBV?gLe?)3<^mUHC)h@cG8FL&x<>$}ury`Z!aNkr{)31Ui&vjkuan
zair*S8dA9?MdklU<IgV7&BsqHGx=Wg-t2RCw<>cK3(g9qWBqEYD`N6ZA0<z0#1ZZ7
zBU~P?p|$z*y>+Dpo3=_QZ&K-hpjoXH16DSgkZ_biieNO{?#`mQ9NL3DqB(LV<#NQ_
zE&y<8*QO4CYT^cfE%m1~tYY!(<b?c-{g{uK)qQp!<qcqw5$%?I<9X~!5JA20Eu|$m
z6PvRRjG;7Ig@K^9*Jt!qpWB@E1oFse!$r_}Cp$|;aGcO=)6Ez=X}FIIe6<R)>Z(W^
zo4F4}Z3rOPnoznfH(<uNyUV{$9xny6btY-8YrV`vp4i=qnzCyJh%y3560Zq%=EpS-
zU;Lk75<h>a({GRde^|19Bbo)I{Qtv@%2<ot#Vys-1If~^i-M+mD`Cy>DfVw*0_Rht
zmb~!l*mOQjObU<g9%1_An1ZG-pm7Lar;f|iiaZD8_YPqw2YoW#_AU3i{^O5ucFH#O
zq!0NZbQ~z74x;X}9$J_AO#d_PL4k*VtciRtElK~O<M4LtiZsE@%v-rPENH9@MV_Rr
z+Q~`W?dmdNgVtVsG&|J+w|_gHopfK81Rh@>OkcRo{s;Pzlkz<9(a5W+Bu^u13;iqo
z=Ns}r&2kyG>7{&oxc!0JQ+-cGR?0JL35%a}^7-dV4f)viloOBJz!gyDV$^`A=;aXi
zjmmGuUpd}eK}%BcV1;cBJE263L@X&fDHJ(BTn&>IQj1DGspxW2YtO!F+*!;sf0`-O
z8e!jv??}pdck!7Wv4-JUy8JC<p-BqCsrrkvo#0IGw1T}i7of#d;&;Y{cG2_5O)qy<
z(*|5&OHz2(NUHu^+0wMFoJ)9_W8EQ(qux--Eca3t0gtl!Nn7tU=Aazha5cS=m$x5;
zxoN-CQI6j|E+34Pqq-`Q|JYqW@~3^MjZnusxVZh#USNLVf1rC2sD80TPMIidcnPCB
z!(2Pyc%ME4LrtDJS7*Y>JlDyF2aHrf7{@WPFq@_K8THH0y>9BoF!FbJG&u-0{DSaS
z*4gkG#waCkTPZaQaxeUyK)3~&wc@8h<y;bHEW64#?_iqWcrRF$b-=8=GT*A$?t@hF
zzc<J)tAPn-Z-}%7lrYN6@-$_4`SxmTlvi4;ODwwE^v8I@{+i&r4UsbtLF=c78+30b
zFHOl-I*bBz_+2#%lmWv@zM@w}3cWtUaT(q#_LUd>kfr5dN~4x<cdIfg?VsPzp?;o7
z4OPiRIw(=oECHHwl!zHo;^_5NV{44piO@lOeqVe>qze#_4aBZGT>IvR9UOk2T4cSC
z-WC|uv%Mg1yWHd9joGD#I-r`tB2`WFUkR>kf=}})kB-!YC?Ci16J#+VyXQ|g+!mZ`
z?|Oy>Y0cR%KHCT&k@M7>B-t8r(L0Q<uj7Nr(YiIKxLi3pP+O>;s?Na#<K2QtER`gv
zzpZfoV*NdJA~D}53|2+=q&Jh|+`z}QCSU1t=;R5U;nzm`O?gHPqi4j&Jij?CWM6rn
z1Vi{)uaTD%0s?AWT!7SBg%k<aVD1~^JmO7a7%O7}Dw-KOLqbc<SvDJaEWceIjh?5p
zvb=-H)?0K90m%rVO4$OIC!;Pe+585TLg5xE_9@nFY0F&#A}AKp$)Mdp{FlaPX=`;y
zv`8q9u{xzkS2qf4x(H?OmDAMHuc5Fa*X`?@VT_vlKc&gv&;~2MOFBi+D<Uw0Sc^-1
zhbE;tAGkpzkfp1A`b@dQ$`4x5q_zr1T~-;wLVKJ*H>4?H<B$9eyVuINnz9w8Uo7PM
zzf9kT&Ic9YLFlmS7pS%qKIh0}75!S68>Q*6-3`?n&tlcwJy!l3tq4k8+7g4H&S7RF
zzHuq8CNlbE0qTe7|2{U-(M&4*@QvB3@r&yY{)6Fon%UVZNP|J0vhHSNp#OXbZ{W8j
zj;Bo-_CVN~b#*5&%X>f4PL4g$=IL;2MQz(RP3_<#8y4J=H+7zz$}sO1KGgG#yREa3
zx%j)I<!(HWow|V_@bMJIh_K#Wy?S&=5{oZ|_&LX+!2_!yBozrK$!g^%S{M_FTajeE
zWVSZlj{yC9kE6ZG4pgD_ymlJquutz$5p(^<*-RGE8l*%MWbxMSWa!EpI+d|3fO;1x
z6XSpoZbY?s;8WRE7GdheMcOJ#?GuucYSe4cBAzssf)UC2{<mH7WbPBb43cKgCk+Hj
z-@*+9U_^#dWVcg+QA{q#!`)|<5d5`R80F?@2Ey~H<gtYtc_2fEy|U>(^K}V3<sU~8
ze-}>y;1!^|mR)j$uA&bmK~-d1QKM=*&Q8WUpCF$xZ*j-4tRNXS2v)wg^mx=y{AXc(
z#OO@b<^T^#DBvMeirYXp{n$nTxqB;I2TsM4pUY=o$}xJ)%{<TN1h|&~*JT(smQ<UV
zgo|Q3y8p9(osH7P+WruM=^+-XGk1io7XQovDviO@R$-?AaD*t?_x!w4ppFQ~QxCTn
z>pOR3`h?Ky<@;`tJo)>>`o1}a(k*JIpMTxdd|EdK#9T=e+u{^x4pTvnJ`W2G9`tyr
zk6fZQYKAAPxsAgsA2ZQpCnNY12@`Yw@Gp95P_2mDU}1n;dYlYT&SD5BDSfel7+aNo
z6G^+5@wO)&!kWpta>etYbK$hga2@UCgZH+BX^^>(&$b>j%>7(we*H2!azpoNY3+Gr
zcNjz9drp3!B6CBc6)q<uN5Y4y8jJX0@{EGv;6c)PwsHn%+{)7zYL}??pNKj+pD&l4
zB#R-DEk)WnOK-ohU{1OYs!6pm1oaHS7fFO5i7doAjCi^)hA)kARJ`4$V5FKDpC%`d
zU3;>xr5vMv$axxP8&4*GjV&DyU?`l>??oR|UUj*aw=PlcG8obXUHkH{34Fh3ivlCc
z9)0sTSZvykqf$Hd6X^2Ek2t+k?hwfhM4a*yfu{a~SHC+Ejg1`<rE$;l*s7@h)NOUu
z5??@Cj(pPpsC!MGN7XGr+e+g6xn+OE`kmKq=jmR>I1vV$$19Jnj+GXV)?pc|^2poV
zqaH3UUsEQIH9x`b&TU%e3FUZB_m%bQ=!B@T+@dxh8`sp<vrl-U1!c^-tH1TH$B?yg
zG`PdnTOtN#jj;A}A{y`u`}fr(WgR5c`*>tkKl@4K){f!D3Y<F#T)Brc>vBwo)yeho
zFYV`scAg!5mBnw^oQ&<;?5V*kj1#FIaq<v$wMbfQ3Z(RsSiFEKbs7(GhcA+6IMp-W
z3DwTW$f!?1=T6Abpd^CL3F=v$Munb%S6#dYb)<q5@7&=xZ2<f9u-t8a3YJMMxH<Ct
zp`>gp#UOoj1sgTF!oiB{mOrrSmjaRLFfm9I!?5ozVL`<wc3<(Bj_t>Mb&?N^S6h0F
zLpL*r+%UOcwN?LETWLMM;G}ASjWQ;v1YhE}L}a`NQ->Hb;?Q2e;R}c+v6w&i)#w+~
zSE%<1v{@N6NR(tnUdeuw^of0H9ZW$o@gk_ZaM>JY7ZCcTA9U07QUc|WLQ6>g#b1g}
zgk`+WkT%Da@M1upA5`Wi?oA`JA>A70u~$J1B1Y-gFOHSJWXk!?SbPAtYI>=MBx2}`
zXXVyj-}iyQOHAD<4Qto1SpDd@Q|eZ?2z1)$u4taS#C)#mJ6RK0hn(K&ZR=NzpfouM
zg48e4baoOVpeFQF$+JiI@Pju!t>EU9e*Eq(mQoP=#O=kigg;ZW$p-lc9SNc6%>JFq
z0YpQF*yy#sQGZl_@*&i3>#6IIeH_He+8T)JT$;h=VwrRZ;tql385Vl`2ew_T-al~o
zc+Z~658)iamRh}`jVKTiBPFNlk4cM3vDh^ks62AD>&qD+G!($Q3%qrG;y9X#xT-wM
zfuDZz;z3G44MJ!)N*W2e<iS!XDA<*<!_W+}q!xX+S;JBVp_XvHVk|O|tFT!W%EF~D
zg9jMtIT3&%;QF;f`VB;Wx6<y%)+kwZiq50zj+Zx*zPcIWYJZySNBh)u_dUqw{#qTv
z>Q0@E?tW<=`G5#61#c>c(UcQwsVO`CPI?<Hm9R^)fgbM}FtJN2Z~e{_GnxG4d1h*=
zMH^$?8K}eITYQWwt(J^hOV5{)A6{=!^7WF&P-UHv2BP2cl<MjsohJBsZ&D$%{Ibl7
zh1gpJf*3`wE&~kD@0G@?$)fYP(bfo)vM6q0pSL`2Pri{9gO*Xd{{xW(;ZSfmse~Ag
z{`?3f3O5hO%HsB0C&k}YmN_QSXZgw!YJl^bF&{QnT#RguTg_@Y1wuyIN~OzOZr<8j
zL7S8CnVaCX9M563ASj-Y`>m{2X3#*Gg7}v<yu~Zt@tUg`{SXIPK9bc*#PyLae~@rt
z3|(#pxhqK*%JiJV*fBD;*eK<rGEL7pnacI8{18gPIA{9jG62OfI#Wd{HARva0Y0;(
zA5VJd-_lO){dU&7<h`=eg&0@kptWDP!O*CJR}x~NdmhtksSe~_4b<0hXQ_O}`0TQ_
z!rm?82JF)4$E%}eV_3aGWn%u6+apEsW^|sk7YVeESzfB%TOn`JLuTSWytxnMbV*N6
zBWrk+!tIxZ(WK_OukqsBbDjlA;?Ao<CLX2^HV$f)D+yTKJsr7Awmh9_5!kg<bSp}f
z!Qa?31G^`{#mt&BAm@vI%`O@Rr_djZ%TEla)<sJ&e6%bAWgSS&Ek)YkoRmonjNB8m
z3S$gI5M|}AZ9}l}JzYz<-?Pu-=JY|UM8_8O$<av27gX}O@iL(-E3^J#O#|<n2N|t2
zETfUlhhf{K2h4lnTbuI`b}EWLXgB#io}Qgo>pzKs`O%Si8Nz@4PGfxNAmi~E^HjS7
zhkY=BL&))pb1>sRJkS_yGyc(k%Ym+ooHfPZ^Mw13YA2K-EOu(|!47kdmx1z+vEjy|
zVpy|vS(ljSgQu2&H_jate4ul3bQ2Swq?3)^jN#-%{X1Dv=m{te=xynlytxSbB${{x
zkCB!J+NJxcM+MAj7nMEj$l_ngM;8NSU9CN&-t(;&XWQFHI>pAj>On&8^#kub9c!W~
zVFHZ+2UwEC6xD}E+mvZ%X>Kd~wDEY{N|8{BwyZ0^a%HT-Guol?;40SSMe`xmOzP#X
z^Vr@V*#)FVvh?=Z86_i0OsQrMPH3m$2|(FIRmpOeuSEBDKd*R_L49)RTNT!|+5ik_
zWiCd0{~}H&@=M(hv<2#INVSWP%c+;gYhgQRaO?Nm(2y>FnzR~yc?LQgaH8|@TC1-q
z7*Bum^y(_6Qb!8Ww8WFX({NfVg(>=2h0dhocwJI&ST8jC7&koxQYJnlrTDkzuiBw&
zM@mioCgA>V-s06F{pC=%xq=!WfD*#`CUG>7YCShkhXXWXTf?L)%FXQYy`=vG>78-U
z&rLvUMzV>iiO^bq*N24E$nxo`a_K)1xJ+|y=&vL--X*{cYYBnG8YI1w4@Ew`iIwM6
z5k@(RB<=X_BBcISGK2`#W=GbTJ<mn)!?(^s*(m9=T|!OWA2UJ$Xl$6=LI}aLNrd5y
z@mxktp~G^lP);51XZO3+hz;(NRi>Zj<s3yV{VZ=G`~QHXlMF_c08=A?QUrTYbrs+I
zVPJt_k`_oYooymzU-`fPtP_fAH-zQ`A!Fo`H~_fRy7lPcf|~p(<p~$RjxCgGtqGXs
zL|9OO&h!(KW(jflz1&q@ilHTb2UhWpMB3u;O(MEub9&-BByPtON#iNHG8DKO8(ACW
zTSlERSrKyQ|Hsu=hE>@$ZEw1}8wm+%q@{DyEghTg4(aZaMnJk-TDm2qq-)dCp_G*0
zrT6`Q@AJIB_i=DBYu1{X^IU7@+#nPa99E<UQ~waDtG~0$57hy8l9J1^`QcFKp9Z>X
z7RQ_J0%PgW8V6@!CLJ6;GByCC03Dz?ue!OEqR%<fB6=u%pZo;+f=#Rgz)hyR52ex4
z)X;!uqn7a0_Y*$%lKBhhVpS2Dd}xhd2{|!|&yi=jQi&f1S-}XCPtRTNh9yymmZPHr
zNZ#Q5dHF<&O$t2cw(V`L;k$bG#@a~w!#4%~1cMMdCTb)yV2-$o9~<x-3iRXpc=*xi
z0}S4#UDs(k;5|7eq&?&p)n-g!$MeNQf@m;FEP9UGdACX7NLU3Or7@-q7yfdr{#8tG
zgq45th}(|rdB390(?uF}Y;0m+oJ9@0OWnv~t!*f}BHv8hM~!T^&FTg_4C2vo<@7{X
zfbq&7dH-#Zu^Jpo>%sX!fS9?0P2l)=5n1{Ddwg|+wo7l4ubDAB34~7mM~_u6U&SX5
zyp|776=;0@I-<31l7>b|o_eReXG16kEFZC<rt>Ar#Bp(cd+awz6lY!)>Ld5EmZe+s
zD=tl?vgw2khAx&vvq+mXjTN`%;9$t0zE%8_V*@=inJ6$`g}(ycjs!;w2`O!}c3c_P
zIBXW#SIS%k%c%SF1}i)PycApmL-%~*Iy@)1&EaW9VDV#cA*v3BvHue$*#_E+5hNew
z@Ze$PTlu&Ocx-VyYmRL5cl$O7InA~H)?}Y)_pq4YJH!TpeuPZ+@o+V6iT5!9n$HG_
zabWS)o%QjaAG2ie1n3}FN=>^F1*M<7#U=DZQFd$6V_N0(eeOv*p$$j?tI0>v&jz<7
z{V54%F@-ABXQ{tRncaVx@4_&2=3{DfsS#By)A!;Rujd=J(q5t5XuPzcM&Dkxq`FB*
z6$q_L-O-VLDWqsqnS2CRKdjUt7*&HwaN19mG5ErkjJv&wGy6(R=Y^zNFD&LDp|dw{
zw(RQzsQjX01%CjOfL)pU_<QY7@+E8V<2hn(Y^N(k>h^m%iEJs-pFB5TYEhn@X@mR)
zg{gtgf>3HD(q6y&TBJCW>r5WK!^-z30w)alfvB!L2nf|;)J%wnyloH<&O>rpl!Bpy
zMJ3JDi438Y3?7!ZjM=5`SwZ&t7wM|>^gm^#b}})H5Hu?^WNnn2@n|ZjcRyhC()=Ps
zNKI*DIivLvel^A<$Lpq`{rZD&)&Re6SfzH-5?(*HLPjJuvKcB9^(FZ`w}fkhGzc1}
zKkz;T5P+!^6XXy%&;^r5(Ex4Y$mI=Y;|f2w$|eZ_*4}rUt0b$t+gU2}&o9MY8_(wk
z=LC$@Iz5rce_FyfBk;+fQ{S&|#c&|^xqzIyyc=0pm*~J4D<Kp0f!sFS;I7M5UY!Br
zpyn^hlF&?SU8&;yykj9WXzZn<6WW*BbE=}juLAVR857z0ATXU#pJ2AL;DtBMb%tc@
zm2BbAXh4FA#bn9FnELmu4dgmW@+;B8aJ`T5CMpp2huX9gNA`vuV%o>F6{?<V=&{e#
z%}m|0u}om>$HZr;le#m~&p#uW=wA)F5U{VR)>JZ0$Y**Uk0og;z=xV3!vw+3#L(}7
z5GhtE=_8BAxH*~fe%8|PztxIw$>Um+rN~P)V=}FFTEBkWc~UFKx=$~mhU(ewrUX`m
z1{kG3OWtcdT3*HeIJf%^in2p>#q>L`3*4QCrHEL7>znHIH=6F;6$lh=e<;k&N7y)f
z_hZ!&=hSxA+iRm6_e;km;vhw~(ert#78?r2juV^DoiutcTs@Z6VuyI&lbtx{cstU^
z=QeRdMI6<9v7XS#>$T~@NZL+Eq<uf(X(>*`-nL7Md++D>rWTx7`2mFARLb}wC<Eof
z+GoZOd#Fmz<TjAYagFv`F^X=1wy<b9x8}C=2v7zsTaKgf^Vy5dSp591y344sGRu1z
zD@&L*;i(bm(IrJ@dxy1vcOR~p$>gO8%CzJ3bdtbr!!M~Ir0l!<EqKjQ$AGN^uR(m~
zTg0;!-=;{=LvZu2UO<d1ggL0M(8R7K7YH5HQL*_M4&tkkqH&Dnu!9eA@|u*x+m9kN
zsN_E>etD$k%KC|La!2ktBu0s*zEMOMdHdszPecixRcXy;ve!QQWlzWa-2m*+4WXUu
zF9~rZ36TIbHXgxuekS=C5=v|$+TM-=ppX&kp!}0v?)5e!XtwlTr7m1(D;2Bk;4z81
z&E6!FIKo14*{_}~aUocDzE9by5;}OUv)6AWD~1?k>U9~Fdb~80UB%US7zti^!X&(_
z+}3GXT)Yk!Z9FKYk<V_<0#jp<S61q(Vs&dWT`z{Yt=J0M+Hlzv7nID7rl~N(r2Ua}
z%jcA%hA*Hwx$)#&5VliFjl+#lN@~9=SC^hNmn$u2rsnxk2@#6+*Awx>B1{@{3XgYg
zF8|Sla2h=vw<Pr{f7BVVn#?I9>}^Lz#z;rjdGwaEL)}9E1z{^$kEn!5R1)moCMQVG
ze2u{?&nLApa+VyK54)*M!hOr@iSH}|7Bk!HaeD$>CFzf;=QQe;8D7nOcDOStz}%AE
zc*&615$(7`hyZ<0Lrn)_p-SY3sGnb6vG3D-IXBtO{i+b2RyCna1+$(<(oUlsyd2+=
z&_N|T%%Zt~r0y}tw`hljT&|GK4<{jum6tKbrpnuj3zebVy7b{SBGE1^bQlR;ni!hX
z`f3`;YS<bWwek2Onhoau{>L}jCe`8yyZSXO>9aK&Rj{)T=jMjPdf%2RubA^xx0vr5
z_v$<I5|ypG#UBv}*lWVB-s*4yXHSNa8N<V*sUZqIVQ>QQ;NYC4FO+On@-%j#1&D0P
zgKj{AV+5$sFCY$62iaOq(<Y@@x%4xil$X^TQPprs{F&Yurugz+i!S3?S8HDj4$~Ff
zRx`dMdLs0~S_ZG;%w4@p0|AYuB?#429}@|s3QxZ7e%Cnrejc&p3^(=~WEu>wNM@_I
z63lxB-x--vhaA?XN{KY`ZCDIOzhRAUz{yAp_o=XdXMAJjIjNH*qUrUnz?(e<7OBBv
zp4*-}V`OJ>YHOsL!a|^t)h&yfXwK*E-V`zOrPb$zMNGVuRE-pcuJh)0->r~dOzhN}
zvokiK)^CZJ&p2Lcq#W~WIzDIL5!w0Dm}Ch`=4^!xXgcL3(|hV9n30)W9f^4oiX&Oq
zt9Z6^tL#iI0i9q`#@dI|-n+#ZmNI$!XQJjX9TwQLHzOm~1Ke=@-M80)$P$$j;I0TL
zE7i|NDSX&*s?gUP3xpja^lfNls~eZ@<#=^<R8wsS?lCp;8huk#zV)%=wPIAUc4V<D
z>+2IVp^3w}n^5~@!be7m$5Wh4!xNd+=gyYt;W&u396i8f47Hxy{fvEuE0KKIK%0K%
zeJRou8sGo3KU2AB1IOV(mH*wdns7awHo9(_*>TFPEEPe5?w89zR%2r?KjU-yP+TXg
z?bqbpZ+L=)e;md^*J8b2mMqm@1{zbUk{lwb2a2GdcMPYT!>Q-L6Zy!#<F<!)8&pV~
z5t!AQhYWi|LU{J`hr9k%CpXego5+pGP56iOm*1y;Qo<DJRZQ?~@>4Xw@on!E(-CSH
z{{HzCsZ=kSk5Cj}|Ao4nUHMM=&-1lgJFHU!gCn%(nznl<(z$wzS3%_btIA~1_i-O*
zSe^xq9XwZ~7TDZ;UZuVFx@eu;5V;#sj~0SD)e)yL(Z3a<@~U|T4H;0p_KqC%irbsP
zmZEEH@Xf<~8_lc~v?vK+zf<(7@ShX=(TIb$nNbaxpC|{<&wsA=v#5gD0#x?-mW+oH
zZZ*hv3-jr0;MRY2klp^e=VS!svbsWzMfuxNJf}aBKTZ4YTghvhxgcdjw81QZq=_Vn
zctTwO>8}8lpNjPvpw+{w+hHA)<+h)<8>~2tz%6l2VF744=i~RCnxYrMz8FppPk!5@
z@?bkO3XmJT9I|%YhG;dvZnje@-={ZAhfaBWuqD_i-%FZ&z3&}1quC64e0xUxjkxK3
zrAIQjTWi%Ka19!h1N7{Lok%|E^3q0pPx$Qca}NR2`+Y`(MX4^#7o_RyGIt_hn;u~B
zcyr_n@t`-v##?o)_Ky88<hHseS1vApy(ZL~RZ784E&k#E1Jf&9vx;r%IL^GlH1x1_
z`u_1UISD-R+W*SI-{wb0OFm3l{CcLJ9;)2fvH;>IE5a<?AC^8}svAzNv54h!$Gck|
z3x8O>JR}l+oMLlkqO1ARaJDs?Sc@%ABOQdx&IW~vtH(~hX>VS;Z|(YJ@S1SCNt5Ob
zrn$Mbr<)DCtjB-q^G16gMLa2PZ|F;wSKOw>t>8IJ2DdFJrkrU7yVslTEI7RUrH`kW
z3v_O=#ifhQk$b}^1aOE2MMx=RHC>84FDKn;_C|S|pCxzdOF`HOUzTjV>s{IFYD@~)
zShEq|jebmKXYN8mi7hUVKynFyee^9vMaFbE{_@jl_Q3IBO(fq>*fk_bpN5V>HqDuE
z$J@h%EU(B>#QaV|Qzv8R@>}90mo|tb$fWle>fqG`d9?z6Y=yDz$RX}R<G|Uekmf?(
zD?Z&xM)bz12<w}7bqjCDxzkIQ0N*A<NwvO_*jqp2J$P!Z1HF4*5anU4I_U}j3dyN2
zU2NC+<_Vhc6tSK{c@P^6g9(+1Cts6%s^bkQ_hUf)+wyl=?eEmJe7`er!<f^RX^eJv
zcNRpCxf5MNgZbjj%Q?v5PQGqk{hZqcGx7B#q(c=P2i{tvCX%|S4`_S7f6sLR-*xg)
z{e5kCcx*#QZnyucbT4oFo2;8NH|SZ=o@(O}Ad=VU<V(g!2n<)@igv>C>J%<gBwy_a
zHB%qdG%EV#Y${uNIlHn43~Rj~g1qHnf?o~Q>AK^?@t1DvM;~c3AxoTcAX75-#=W*D
z)kgFaik(prA%7a3E@3<^J#}_x=o#OhF=;Ay+2*kfENL6UH&~UySes#%<jFA_+t9mN
zJBk+GPPL6OcJc`#4>~>WNvtW9m-E$+lTaGYpt<>$F=E&n!6e?ox3RN0e-(4v6a>PV
zAK<zBT-+f_xcNkEunm@#Y!$)IZ!~rM87LG5X(S6ldink0B8Em+ZTe_pB`?&^Okj#Y
zfP3>sz1c@NoWoe5Cy}*Ve^{|;AJg6*D|F@DWn_{t4BsFK=B#V7FZi1g$i;h1A{p5s
zD<Z++INLcMbm}4V+C_k@8h%BWgHo65c2t*<g$#OmcI`cu9_kQK*W(qD<3yN|8nnO2
zu<PZ}5_bp&!_>aJgN~1<+9O(ig<+9-M#7#E%)!q_6S}-M8yPK1nPoGBDQj=*K0UYV
zZYX)r=!kamdh_+IkN4^*0yXFj9B=Q#b3;BE&k*4$sv7LWo!v2%1gu83a<i?sQA7Gm
z;YDL2tSr*jh|w9&$M9l82JNNW#5iES$hr;UggEr;)suj%|F!Te`{(VL-m>ppoE%D2
z*Yu0y78ZOMx6w?Rt<RrTL3Ew&QcVRiD@z=$n8$ecD}3G#=8q!oF_j+7T1u?)%ydfP
zHz~a8gM&B_QC!Kk7kSoOrJ=UCXud`mLU+1x(ApT`s6Nc|^_1{)t7#?;RR84HEaH3!
z;kA@s>mrd$q^6t75qViR#2e5Z{fZK=yeKke$tfer<b^nOnGoGuJ~LZ{jepDzcAQ~m
z;zeKvw^0v2X4zpi26?x7{Bm<(o4L3OwWPkG-09(4zsVPJ4tcqWy_kOSv+z))?K1^?
z2?b7Nu1r`NNgu((WK^N5=1Oq^!};rQFpR~kv|MYTJ!Cc|wNW;fj=fnz6WNuxqfJ$i
z%x;i7{yMSL133v7Oi_rBpH|#}Djy8sVT_U}c7L<pE-QDrE6I|1F2<zdE&g6@hR6p7
zmS$EdZS{R*3GjPWO?BKL_^eMU<(y}8S3N#X&bJXsbsgA5u?Eu}GH|5Q78A<P?hP)u
zCzB(itHzR>mzqHYRjng=$8}M$@aZHmhIEeXjc8bkj+e0G?A;$bMPIER4r~ldXyW^^
z)V%$wTEf}<xTN2eNNJ4j!Fsj6e%%vi&SDK_aL5Zd7*-YcT>TP@d9FYF9>OZU-qPF|
z*)w05p)MIe{NNbK=DerCXTB8aXrORwH_*>Hr$7gi45C~RLi9J@f=uCjw(3>FE{0_x
zcXF$GGL@Hu-O6lr%YOWYY@$or9EnJH=ej69N&RUp)K#h0k!>rIDxw<lUEo4GlA{sy
zZuPsb@7W8wwfN=p<E=>w4x^zZ(1}w%TqGqRRZ$_fDBf{IWw{4j#tHE83N3NerEWaL
zlE_BUCe-w;TI*_H`tpm=tUm6%gxC{z<v8?+91Q5PNgn>Zb}-`&`awYc;m2S)#5xAQ
za8eSqKNV>34p1yL8|`unR>t#ZK|6xkYP<FQz^Dz!vvGcS<w$X9!zj%ZjzVs9lgwNr
z{bhCL`ksdd#Y6?!7DT%?G5m}*;;m5<x0|%@WeAR5Q+RXJX_mbEkpY+>_~Hu7lJDt_
zQ$<*onG)LVom7E~oz4ldTr)}%?(1e;%}v55;Dvlf9Fz2_A>Xzi(yL)`y7FekT0m#(
z#dcw85-}%qdiVYuCsP1kzV_q<@eQR0VWFa$kC)G{9}84TE+X9`e!nDAleqQcm)=-m
zgKaWgWLn(cO&VTlI-%f5Gsa?xj?Wif6eeqW+n)G!Q59oydA%qfs>X1OY$=?B_MK#Y
zZ&%Ir68tGzO`WXp%Qdbr9lkrKfGtwctwE%d2KO;&eXbHspt?%KVt+zvB9~s?E;m5r
zBR-&C*6?k7zBw)gcl!k6S@4}y1&Sk^q!2dvVhcy@B<W_sa^Vf>w97l}24D^$)E_EA
zwun5=2wKC+z<7N<jKe{Pg%&A7>8!58@JXGfuw*Ggqur#MlX7cdv7@~(=bb<No08$v
ztvX+y?*u2qlh4k2b&d9X-z)}%oYNn4>C)kW8E9=TW>wzS#CBNfT*r=2Cw{eL0e3ao
zdB?w8E<z*_#B=*{zTm#>*D($m&~F5tAIk-$aiX)23<RCcofh*b-e8#MXKjs7H|a9^
zrZ^gBhBU6BAbPx1Bttb%ivi?twZsQ}F5}ihvs=0&J#x3~WI7s+Lk}K1A2$<d(!Rk9
zTkyW9v1H$FzL%mHH|zvNbzPH;`r0xYp-!1$<%EKvd-vkj6DX51GOg!$XL9tTZxs5D
z7xHqjZ7xHaz-oM$n^ek>2GOYW?lLG0@Yqf|p++UJ&S<MxOFDAV{~aZ%B&>X@*z$9r
z%AyY|3)-PSPovLcp)Rc#jzfCvd$aqii;^Ruf})kSZ(p$ZD}Tfi@;3U#dWkis(DcPM
zDs2kV0UgRa4(&f<Bb-ksPpv;CBaBc@?ZM9ak|g~2>UY{e$SXNMrGLNm9bYRp**~MT
zW0FhEb!~OiSmNui{+A4lY`YZR_Z!@&*ali3(woUwQ0$FTr4#nQ$BEZ7gmF+4nl)x8
zmU*9tmxB~y(V#oU<RsqQAgS24cgs%dBdjes+m)CYP1nEfB(>o}5E6D&v}3T5+pfnK
ziJL)jXm5@Mx~7bx8a5;G;Tl>&B6+FGsuK$o7b_`^MnCofhzdujsWPfA!jeV;Ui`YZ
zp5z)3!shR(3!^JGnuM|2xc#<pnIv*GyYn)$>CJbr2Ow!-j(@TNay~l?XM%Uz8T8pe
zB!USdZl~_S@|cvTPYrogKJ`|UXcJ8}x401pR+qK$zDb)Fn<Wa4uYTO6O<pmUJU$BG
zZ;jQCbtY6%&$}L)0Zo-LEbr?kFzM?fl#-WN{$AKPrse#+-P6gW!(8bg-pj4ybyRi3
zDVY6f$i#eRjrE8(?gopyoGP9E@cl!#pQ#j1d0cWb+^Kby$lCd@A7SGPsb^LCUuM4I
zKq>?Zq&S^qb1W-ha<jc|@A?BMyIg~_O<AnTbx!<`&cFA{kC|6{zZhbgyUjCJ7z&IK
z#yj32QKJXDI7q$ZN<}PKjlb?HjN``wggPe=vq?%6iS>n#6@O$03rXr&gw?z=0_ft*
z`o+ZX?8OBxE`}U>IZOlZjpsYlv+sHE2<4I+!{Jr0mh;GQgC_j<o}L5R1_AwP?9C)L
zcy!>8;t<Qd*(mg|(Q#cE#Re`OmOE+)PDWX7u3Nva_ajqEIXZbv+W8Ne;ZtNAdx?%=
zPMpb(9FoZB>uuf<*Gil`2({M5VJo&_QYM&Nw8fBoOCF?o>=X2Tq`}WHap)N_mf(sZ
zk(5x*aX1=DWrH9K37F_~O=b}8-S^oG5aLiv61~py)eo<uk5HHO97Zq6O{~=$n9EJ&
zxo#2z*&v|5IHlQAb@AmZmJTs+1pC^wk+avms5!+%ah+iECnl-s-%ypw#>2@+C&`Lk
zIMb2?Wh2*%Zwx?>7u_TbmyqDrctcP*;I(N^ozt#Mu|_rNFoZ7|B-YRs#n0d!0X;Tv
z)(~POLXY-iQ6DKYR?IVytIUV^)eI589nO@j?5MfrPQ<Q##(Wf7tC0K%n8A`Sx<0$>
zB!})NoUR9)G!<>$GzJyBmRWKrAOxYTWDP4!dG=InP{KrQLCKI!jCQog>y(o45KQw5
zW>AT1dit1d41RW~sk7KYFcT^Z+{RY;wM(ne<DeU6yxGrso*18?_9gSL>LeOW_{{<a
z`Sumk()$X|;`DM({eJgKc)qIVP5~}mKCgXrks)RnVHfsfJO*Y|2lI|7LY%01krP-i
zE0`D>ndzdrm#JwW?x?C`t?)$jwDC9)0h}*(lqJX|btPyom9#L_F+P>rS43;HQHQ`-
zSf3$pizTESI!RfY{CugswWo108tYeVnJrOL5mpfdt3}tLkYljQGOPwR2$eUdd7WaJ
z-G)x8g!e{uLMv?5laj2gH%1cC)GoIhbMJH=KT<cu*r5#zmRhk@u){d=<L8mmst~1{
zn8t`VXR_Wd$47d_yb0d%+Y&JIx69qMi(xpXNx+trk)MVW{taSZc$Lcgv12nDTT+N~
zuva~akNnK<37KX{U5>$jy|5uk4`?a+jxEN^Ar(cl2Tx|;EiErMCyp<UD`q<4ywQvS
z0$qBU@OL<lD0Je;y6fZz-CV?$uoyxI7VD7Pzo|_1SksJj9JW?T6LOQ-5UQyH>Fm~Z
z!>>(7Rg6JJsCC3wQiCO#99A6Oak0nC`+`IINF-X|piBnE3+NN8f9r32>%iN}x8nwd
zmz6@hQYqX$@(~K5`VCt6<|c{<g%3>bknnl_9Jqa*cUolpsXGq1p%<olj9xZg<MG(<
zPNLQ@YnuzHFJK@Xv>*_a%<^zc`UPe=L4)nP)^4a!oJ$ST7Vf=msqr_P^PbW+M6Ir_
z9AxIG44+@roUE?Q%yFVh%}OKS))I96_EMWM8aHHLQ5Sc2Jc9{EfWCkchBjg1s3ZR%
zQ{MSQaWe17X9=G9p6_;O*2EaioKJ}w_hp`hv6}NuYDfOnW;52W1sNv<F;vWlie~!I
zWr!AosgvZK(YS-H?z~z>myM6YYdw2xkMBj6uU=a>Z_F+>f5jJ6o<40Tj+CuF)>Gn*
zvw;^$lm^Wry9dd<NMMu_i-JUPiUerxMxyG#<kGDgJ-y?;*u&L^mG}vpj524hdo_1K
z`cBpd_#X>UnNj;~qgc)p-J?!k`{}J<kjaVejua?m+*(*_!$isn%D~Zq$kBD9>s=ik
z!E_lnSe0I;*uO!#H%$YHx1@Q$_I`-$QB^YR)JXty<Ziy-d$`NmCnwdJ!&psFOp!Sh
zvvO<P1>YDwL<9&@C3K>DEgy{($fG+~7WRSy1FnJx90?v4Io`;zdA(#2Y&=j!phfvO
zymwjc4wZF_PCm8rn!Uk(u)HCfc+fxa5dArN%lM=wN`6mtFWV~mEw<?WYerr0%ZFBM
zgVQoh1AS)oXch$uk~73xht|y*pr!DK&2%f$tsyXc^*1O_P>eW4j`d;Y<NkdviU|qy
zhsO-k*N2u0K%<B+kvIM>@ZH|G^zMb$$W^}jZY$vOSRD8%51PWTR&*`(=yqUyND2H&
zWwwuBw#NBHS=}!YNuy0*9jq+<J9!1W)7ug@DL@D1voTF}r9z3#*BB2o*{R?IEa?QG
z<LftQG4qz_H|XNy!{u~a?9JB`s;rxyY1_c>-_F$T3j+kM*sl^D1Ivh1Q?cDK^}Fwd
z8dgZNqy#g$r0-w>Az5WB{WqT5K4>#xuy~T1FeZWD;~c)g1ToykW>ZWFJHh_>MMRIZ
zDuX@FOy14u81ixfiG9nraf8Z!qwiOl-4kNjv;Tj4%Eg0P?rjt3%@sLcld`^zl>@P;
zFJF(N+NxFlItewLw5Hg%XYb(_y2j^APq(5bu>*D)F%*1{cjC^NJPFunypg!HN=>fH
z#hLz%zDWDIb-%hxp8ZwYC6A)-j;HHpDcS*}9rxd=R0we>_cdGYyH6ip?+ItBYs#qN
zo{3vtTtGj*U(MT>l@X&>odYSP4>bgRk9~T2XhTCT2fhU>kANTso(s4gHt6Wc+rZo#
z&u|;=|JR&nr;5P5w|`eo@ZXhtt8zHO&vrsAO2G%UjD<zEY*;um{`_54`n>CdkniK*
zLGNrtv6mU~^!FCp1AV#HUx_n?IT10%CD4^&&JrT8M_FuUN9DDGKd$-U*|UG2@#|V-
z4-44Zc@meuK~27{-YPR=glJ`Q?I^B&ORM_MyD#Xf@e1l0f{<j{Yt#LA+5;y<Vk2QA
zYEOQHelGCe%p{&OP+|}mi+yJ02>DFfj2{HUzaiA%d>S432J9*wP4m~7ynlRS3@ls}
z)2c}L^ZV1Ot9`UmWk@L#b+TA1Fh-KtI$gTYE(uI)a!<H>W3n}QxmE`FNEI}r#RaBD
zw<3cXH;kZxnYO)Xc1J24N4I9qPUlHrhzRFTq7^T48tgdDUJ`wM8kj%#8#Gn+e|NJR
zWUKvrv;V%)&Q9uO0n#!&TI2if9!#UV)1UL_QeVu(b;PKl6eFX~AV7Tmgz|QMI}bQH
zgiKFRoxyfE%0o~`@>YWaS#|`=fEXyxexv`_KPCkRDCW5)&f{H96$BRhx;^oKPMs@3
zwP1Sj@f<>YZ@F^g-Q$?-T473`BhcXhL2Kvz;VWwwI65Nv8}vw~>3cchmy7JG%(&Y?
zjpx#UPBT)~9aUu@Sl*KNb3@nx&~eQ<any;RH7ho5aWZ+FYJLvY_zl#yu95%$i&)QV
zy=<+;Hd(It$(qFN7!&coU_3b|?uFzSAelZ^)XXZ-g9o!roMr!gZP!Hv0r^JV5OG%?
zvI>9LgU+P)Yzgfz7&z>`sOX3oG-7bYCUkJc&_N&&@7y}&0OLN51D9P%t-iVH(4_}A
z5hjsAe(8&+e6MW?Ri%|llI((ijp%QX>7NLq8Tcu29veGg;+}~1ZUl&1RnuQ;%G9)_
zBMjH&F>6{H+g2sEPRvR^uT@BVH^C1Ut6&-|t5>B)i7Ar$<h?)6fk+?4G9ksLlg03q
zYeb!EkfVUDMwc;BSP9Iv{te1iE~OK~#jL~a<9LKXUT%v9RAjM|;1<O~K4rl?CDSd8
z!wa}&60sES!t#q>%bxH<Rs_pzmz5Apl`@V8B16uLe}gQXD#@Mg6PB-d$8HiGngIo_
z`Pt7K)?e`QUw-}ROg53gQExaD{&9bGc{#W>)ve@;ujnUkD%;0)u*wz^`H20{&0r+n
z#VpaYxx3R#mCp-%Gd%%jtt;PeQ}Xa?t`mNP{%c!w_5fZYfSxQCn8+KO3%O1N9_-Xo
z=CY}K!t_lamJA$T1Yr}{mkvGE=;pb8?O{kT2c{^`1tG9n!>Rl_Cik!X4eB(=MoYfG
zWEb7Hl1;EGtq}+%Us~WT`*yz+4bj`><a2Yq{dd!Uy=MP;Eb8h6Y>P!;BMP}8{RSOQ
zio4j@rAq{>3nvv0iIEuw!Mj+(vPB2?dZO=Q4|;VFozKJ`l1CdN9n8+*R|@v$BO~1|
z@FT-_FC|^9+0Uf<Fa+cN26<K@-b30xiTg(>Im0`{b1X@o=KeWoK0RlofL7bn)k8`^
zd0xU3+S7~Gyu<mCSzKHc>h5%Z!&;g2y9;&{CiP_jrM6gu$Zzr0xAlS}bQFYrVx}tU
zNLU-0HQAB(r%lUU`*1UU#Bp6|cHA7poIzy$o!*zT?5jfc0e=!y_K}VdZ#SDtJKx`+
z+cPWN{+t6%VdGBAy~F!K8S5Jr1y;zVh#r&vvU8l>NVq#vxWu_&=;HKrvSaWYbXzcq
z^-~|AW3+}1*}{ytKL`QJ$g|6EN!7nH09eBC{C(v-uzU`R_3#w$Mf>_6Yr4>$XaQ@6
zip0QRHu6viMsvN1K^uEtb{r4x7iCD_l0i$YH-^)Qxc53{yeTzDhQaG^#KQ;!oGwP^
z4jzDGE_}E{Q&Y3Fs>R^rjEPVi1NrOFe31ll)<*%K<t@GFIr6VF`weQFEBy*+F)`Te
z%-_CzQVXQ;A^4m0vwv9B;ZAF0QR7$%WX0NevhG}Ps&m!bad#{UtlhTy{)jL1;R`FE
zXOeaXvd7&p)^KN@Y;;7x)&N&ns#a1G2nla+9Ht0Q=VqxR0wX`@zU&6s=|0bHnKpl}
z5(Jn!82<e0KfW0FEf!HP7nM2|R#PcH{4xH~Gh#fG-Q}cYDShUa_G8d(t{L4Xu_>Fy
zTo2WTPFhFL!s!+vF(K*e42>dVoWb}`+poWlC#me8`^pv!Yln;GY`p_Vmgau^aa!!(
zOex&)oTHVhSzMm3m0MSGRsUQ!^kwCjIHnj(8=gOmT}vzJ(xIoVbEOm_xLPR_Cwf~M
z<bbuYW{nUFX#XVHJ(MQKn{~7gUec5SY04JrC^+<B?TPU@&)y%g<SpLEo-ew?|NSxT
zbQmzrglMHWEA;YPdlV)z7_6~G%jtzNvD${l_b%)eN|9D{wFxmyG(-%84O9gpLp!cH
zGkE$Yx4U0^69o2qi%(t5IVN6h-||^EevODTV1*+1r^w>S({M@TV}N-caN3A~(`H=k
z>-EH6U7QWSmfEqL7xB4Oh>Dtt83a4944-UI6=j#cvcG|2zBPAXlC}_(x`*<#7nQmP
zA<m!2fA8Pdb=}G8t%N(PUe}f6C^qPV4~=4~gy)@*biitfH1V5i5eZcvcoy|*;2Zrf
zcg1jH*`%hV+LZ3<+!2zu<DucDI+FIDyH36)GFhY<ko)9pAWYwHJK8)S4N>4_gZZj$
zATm6>xs-v378!ZNtk97LA&&X_g$=bb8Xg-}4w7=GcZoDFSuguE)qL?A<WkXk7tRW`
zY54DtqF=!dIacQ<4Rz!(!YB<M+ch^}s9Q4Lc-axU`8rCvz$H|BkVGO3M5%HekvL>k
z9nU%xF=~d>T{2PUZqS)r!3an&OSoB@8XJ)qNNVw)p|h}>{;_kl;$|rF7DFCrNl)yW
z0yC^-UrRrF9K1cGTnDN`7R@O%bmSLIZZ2m2l0Vz5$UXV(L<hAk;;L_`m!q8xW4UvI
zEEzRrEL-0mmNs6+UiWwy6I?EcI*k}Ae#t4ie?y3~eB<#B)%E?uH-a`m)$k#+e!3%)
zj*}e^IE$j(rvaoG%C%_Ez)YduPY>VDl<o_k1+QKKwd!wB8Q<=>te^=(%sMq(1*WnI
z$z+R~v)GLnJ93&JWbr*Up)1vWZST7fDpe_`L>Xrf?y>56IgD7y;V1V;p1vtuM}u}Y
zNN8ajS0H+)81^FZ1}{cdXq@y)Z_){vE=04?>Q9)nS=pZ2xX%slAvWCc>G|J{<@O}d
z^HQ%swRj&@UJOpGP%?pVvHfW#h0WFy=FWa-J*#Qg`^VjWLaa$IpP8QY8o3#<D%(^x
z&%3X8vfF@$pwZ~TBz9QXOG9TlbSmOu`479kmYubO$--6G$o3U>H&Z7>fz=O2ic|S>
z@np{;pK5Ge{YQH=jYo{a1O8TMk6DnHu99mQJZ@|5q`(VsS`300HX2-+hU<L0o7TRo
zzLJSD9InJ;HD&`u!$_TPLy%rrfA$dwr^b%<sBo5y(<gG?3>ka4F;C~E4oMyYW<C}j
z<t@=Z@BIZHroTay*0V?ZHvh59M85&CFD@(V3bY3?IB&x$AiHqE5EqzDN&;h5)VDf!
z1oz-z0`T}^K^3TuNW|cNgWl{AL3VzF-kun&#lDBgHBq&3ETGulfJ%D&%!t7A3{L@v
zP$uUy-BCJ`il-paGeaP?PTT6de(rILUCjT#23tg1*zeJQ4PtXdX*5W8b^j(dgZv>$
z9)ut%>pAmr$1zYx!ugG`XxLi@g)+h+@s>DgyAUcvzkFq+$fApwY47LjA^BSIN13MF
zY(sKuxfqd3icrV0l^d*$`wXgwyP72gkzHsdJAfs7<ZjOIU9866+ME!&k{fM9OY$@@
z>?+WO<JsVX&cvzGJBC|tSust@>QFIUVj;bH+x<<j?~)$3p`RK1`}=ApKvY+yOsPRD
zMdw-g4z9(?3dsf;{!K!N>ncE@_$O>|ZTxqX`e;Q@*9Nk2{odo-3d|u<k{~R}XG(=p
zMN-fWo=!GeS!!!Ae}!CVyiFj#?}9FVjnMb-EoA4dzhncuc*xe)GLM%Pu;`b3=!;0_
zKv^5f1gTjc?_LoO1>)j8hQj0he=H{SYI}tfx4)N&&7h&XMUZ02jbi%aR|R=>uJU?J
zrS)6Sr5_Ev@y`8>K_KRiWlNyMb1@8pnSzopA$j?BwEMn7E!KgNuT>?5i-Ck;uu*;*
zv_O}{KI&;I15AYJd3V!8fmrhVxBmXmK-_``tM?-fw$L8&Ot~1AysMQ|T8q_k4-}h*
zop0aU;0S_RLcHR=&U{#w8{Z1S*uNzpB;_Ee#^NBacRPtl-NKL3c2^usE~S1Sw*%AX
zEDqZq1(6<3pQUoZ?ERJT7sdpF{(DthO2yKXODyEZlu~!eKH5(N=n?8Lu^4b*p1l^#
zV|6IXrR1sXJ4olM&<P1;G$tBa3+G@9c>Jy)z_OP$KC6usIm*oS{D>Na%0M)fzA2pG
zv!}np_F9!i92-b+XwN_YV49CpcfUai`2U^a^ou9NSR^Ea7TqAmDzOx3hv<r<PHBAt
zMn|L+t48P5)+L*nekEB^1i@B3lT6W-V_xW=htOL;=`#nWBI1Y#nHG9E&hMLHyO|Mx
zE=iIfeaBqO1%4NE6Zffx{iGz%fwJ!}$|+Hq`ady|h#|d+2p+xQDc^oGNm9p_m<MWx
z`AMq*tWX@Hl&uX)(mUPY<s6P6l7~akZUr1@j;psz`U$1J-F1`51zj3G+Ll>rY_rht
zH|X8A%<at47uXY!3EoL?DhyUjB9Qj}?BBmY=RaNB&RmI|Qy?!71KL>dyj^dupAQqy
zNn3uUbi#&~D>mJ*>!=f76vK{Gq}RVtdCiFE0l8~%agc=q{VvW5?ekI};s}G;Qy0-f
z?ez&k*oM6i$8_DrAh`w?YyTzy-22yEk!Jk*Th8_*bfE$TU}oUWzK-*rxa(7OBYkzj
z3xyYw%Sf`#!H~)Rg|)b7+thXo2h%o<>`OTP1cN5l{%^siUksL`lpt?~*sY7VGxO=_
zK)9rhOA2(jsTT5Sr;G%+%8H$WQW+;@5IH(dreRJK-Sxcl+9^+8Tz&QP|FB%N=k@;_
zB>*bVcx)s%<-Qxw9)l$1{}Lyfj#o%>gjv|tmtCcfWTK9EB`@dv{H=j^c0|@vDAw70
zwuCC82!{}|RLkH@W_;a|k}ANaw3fk+QY;}6lo!SIh1u^d9^HE@H*LB7LE-f^pp?2n
zns_if;9-9n2(ZC=07_BC=dV5l?2jX@f!{)_8d2C>E5zZ`7^$pd8L^eF_P$=jM<oa4
zOX~1L^v!xadL-8H&Rkd7H#qTXCRt;c#D5B)@r0W^Nb#$h=;-EW%d$D6WUED0P<I5}
z41wl<gVO7Tk`1q2&-NKsW$Q((R;k1Rssoxr{TpOHRms!UdZ6|jbcwmfrx<v#XJ?;>
zFfmvB?LiSVmG)C4zcEN0A|2l~O!2bTV9!DvjPfbAk?inCle4%a9kvvZSj<DH@CWB6
zCP=i*E$VLqQ92T>KNoLlHXZBjeI3lTn9ItXWEa%Ak<jHTd#jknicUp?or;jc&2B9p
zds?(a#r@~J^#Bw?*0nUxX^%wxA6~?*4j4Phxz~nTJFF#dQN_eNv68#d*SiE1jUCc)
zR~a4!)O5Auax59XxG9$Gy-3!Z*2(lM21lc&StX0w;|Pt7VVWR)!6-Uh6c=aYk*r7!
zC3a3N+j^?21nSovpKODC4UQal+r9oS$KT}mXFZs1>7UeOpLq_nO8rY#O95J#h^&lY
zDWXs>30WgzVi%{Xxs$&!_P~r;4h`#lo9(j{+}Pur&s(_gO<@Y<b@F24sSuqAZBkf~
zA0rx7nLg;tZoW1iT3@n!%dl(Y9d|>5Rk0;gAnAKV{}`SK;K-*wtOww$a?hk!%;#H_
zYeY(sMcyci9Q6~P;v{0uVyZ4DNoWoAb{!|QJoqs>6Ch;diOHcz_Q9<vYS;<iovLqY
z+8MSdk}GpL63tRJ?rAFY%mR`XEJf{XMj9I0@vrQn1j84#CXfuJM#qpe%K5q*0#-y4
zAODuRzd>tU0u_I(2BvX3+~Xs+o+LW1kpX2G0@;vfKa-_mdLedxYRDc~U5q*sB0c#T
zan4@KKsANEiE{DN8LP{93RJBQ7D;nz(1kfHOnHb?y4X4;dJ)8i5n>BxE&QlZuB9Ee
zN1X5yn0k+{+=&gxGo%2_pzUafs$cnQ`cwVNus3{&_*38$R8OJY()+9RP~77Im@M#5
zU9yU2<2nu=_jtKzwJ-D8@XA?tN2i!k@#M#zfU(9;bc~@`f1kC<N;SG|;-aL%=j*{>
zD+V>qv)yEI*S%3Uf+<yXbvqXtjA;H+8qJBXne&!}o6<{1lw1LoB8i>NB1>@h-6fIF
zrWY#hua4pY*pxRb-0_ECbQ;YN)*Mpscn}bOQG3H~315y)(Yw{#n>B1QQ4Hg{o72tW
zILPT~GPJxQxNpIco6=M<sA;hd4{7_LnO*!$Hy;v+YJe*a6CaJZ9xXTzkzHmKXfRMx
zP6k;B>rV87xCMwTUH^$ce*g#I1-{*}r_n&55)23z-J@K`pk}#p-I|6xK4~GRpX7&}
z15yCrwVQ*dLm>*F3kB6Y`vFcYS9LBRFv0kqZ8dW){sws|&<ocXe<Gn<Tu58u@c0n7
z8w7`2D2|D?!KPXWt0Zj)0#S9o3aU3z&@{MIa|Huac_aUg2H8i(4<S9SR{sOA+|ZuL
zcq4}w4U@7=N|MA`!0h?xdsp*W8!vcJz+-0;nV0KlP6O?opAS%igDUIHgOWtO7whFb
z(QS1@54^FCBEsqIK%|uyxNZz=v_>IlDUg`dB=U63{s|V6o0$`=tecT(Ti}y<uEz6(
z#y8Lc^|Gg;)k0v3{Ay&9!%gjM3a5fDiY4W=n`OPTyI?EYWxe@WF|0*e+${@6kSkTh
zYIbw9-L;pEa7@6h!H@v*!;=|zdE2va+9{Pi*U9^=q;&CAu$!8}UQV1$7hTI>X)!K;
z$a%*AaO_||{K2rr0FRbmwwCt)aZh#6gR^``d+oH0EubMOq6((lBkSO&jyDW$qizY3
zK%J}44nrTG55j_!I`TH4D-gEozcjx>R5EnqHtKFrW;grr&Y8TP4Y5~xMx<0fOj|oB
ze+;puMyxoH2{lJtxqFnv(czEFi++Q+PvZjDY>mI~IUN1*xvBE%U+fcG^&2#hQpU3+
z<Eri&7NoP5PPcJu7aQ6Os~a3K_8~bRzpA3wJsqBKlX4f9#lshl!bJTOSWBC_(D)Lf
z6OsiLt4zj)OM=y*)8S|`w9VuGgjPK$m(<7!cbn#oATOWnE5<CAlT4@#UN400*T&05
zR+l{b8-IO8&+bzKqx_sz+S&io2Y@5YeLYSBpL2K)T?~usEt1koau8rKvQut5di;YU
zEF{A|gY73!=oq4*Vk*vC6ngE~3To=dc5`ynp~kxJ6Re(z^OjdR;g)YC;p;(&a@EzP
z#x^vcKI!$+@@-V&>vZL65ZL9xu1G&v-;0Xg=h>?~Q>n9v%Ax#dxfa>2tK?Q`dHPck
zw6p@J(R8hY$y!eVTODJTz=}{P$eljaakoCs#tmiin;Ta!3hw+#<R>tSX;t<T(6j-Q
z9R<NlNw)BJokixWu0ZGok@s6`)X%SF(6!U;fU^W8VoEf%=&IgUmg~^%W2(1TDtwCa
z^kmJ)5cwx8it^3%++xKQ*R5q-%d`UjM|~jj%_)6gQ6!<`A=`8sU$dH=mzgV>n;X!o
zK(WKCj^6)8X%-VQMs~?dM@Hzo8tb82TT6A{q1zm<`GZA16OJQ@91u}72tnq|<Xki1
zhVU4Dc|qIE!Yx$Ki?|o{IWRQ>CtyW5m|<SXr1en*h{SEC?UK)<#+v#<PSdr*MXSxf
zL3a+G?Ws-p2nsCfXoj-d2$}IZc6GdQqj(@4rBMg2WMbax2fQom!zt*}c!hE2G0;b<
zA|Q{D6^bjSP)wc=pG+P}HzdOo6O#PO3O2ESh#HN~zyhMn<SI@V$=7M^ulYnpb<4Im
z_~cXpz{E^fLU8$?<013tb)fQ>7En4L%?OlJofs1mXwH`H`IwzPQ)Hc#Jd~B0H;C5;
zbF~y=9D7db0(6dWmdXddo8Oa=P#034z}F<VF5G>P_u$E`A%QC~q*Z)RZN{^$`t{^y
z=!*^n^*4w#<w>(bn#lt{NVBZRK}Gi2;%|9!_HQ=u`6nCL&6cAV3+gm>TamLlBJ{O9
z$SAg#bGr&Slc%$`EsBwIuwNu{d`xqX8|Uird+TYDOHl=jt0~69Mj`J~n1jF%Q}yib
z9?2v({3=9&U-6njLe9QgeKHVDZv}+#VCy6LlWqAC`X>_Ooyp%91qfa-{G}sG7prHu
zKgn7ngM?#+L)$MbI2%*!WE8Wuq!^i=O3fyC!n3nGGRS1#W66J(F@E+LbnKshMW}2E
z6Cc@RfQZ^+;#yMk?CG9rlK=s?i3}+Ya&yBZMaY?+BwFbkbc$+;%6_3eW?Kfp9M<E&
z8*{3Yv};+6KdBgRpvl*(<2nAWuJlRms?d<5qPKKXIBc)BHiIjdrhrMpsvri1WN%zP
zv>Zvi-qoyU55koW3mX!pffs<e3(_h&b@Y8yFFqVmIA8#m7abBZ(Rc`k?6DFk+z=+G
zWHY&!=j5|gFi&zL?4zo_$rbkSC{2ee_0D$?j-gpl7wclGM`d}9o(y6X2hhlq+5?gt
zI8^i0<kS$clwrV#zb+v3DJ`J<1HV{ei$5BR@$xC=8dutLLY$sXM_pYS0m`JfK_O<4
z65N13wgUEo>uIZuM_uHX5og^Bd9~Y4Ugyfvim&WkL@byqa&(k4c*PwB%#_opbPYH^
zXZ+o+3pgQ=d$Z`YNVDW9wD0pYsdOzK=FYBMt`=Y7KHq<Ay6>-+c&{<rscuX7YxXT2
zf+dN<UUF_VKgWwGoGICBnG-{D3HBOa_5A0pN*&|x6K|Cm9$xvY(jrndQbsgjh)kch
z^N8NN|E!~jGODA<smg<O<j^#TAooFwq&N^VUtu{3Le)a<;7p_mkSnqa#NM~|UN(bZ
z)+mV$Vp&Bp=vJZ|OrW7oG3S_CP7n4Vk`D&o82B<-R2B38=mQVCh@pwdAEn|BF=#4+
zz2rLDZ}Kjgo^wRCM0#NoN>;I+jMWEzgE)@Xh`x#f9+!S;*nFTN+*Pz%*K^lqrSDy*
zri_k4hrJRTBuhAZ)5A&nD@8r%HN6-S3!DyANiyl_(d?^e4`*jg#={Q5m-?iFhyJ=1
zl(9))E734Zwxe#Vi84gKxFB3k1L;t{`#o{X36hBsOTA#sp@ERTx>XHe>Q$EK|D@oz
z^JJIM0?|LTDsLBohALgyK8uzKk1w~rEZGmt#qionJqy7xaSXGs5$f(_m%c}mvN;(5
z%c-tiEz_CWfz>@1wifD+Qh>^aFqiB%p?IQ#o5whs9krNc3kJ*EG1DjGBhyuC4zhE=
zht=`Aw~rNIwUhyAkn1!rf3A+|^6<Z^KD!xi{M6C|wqAf9$UcHY<Gc_;VgbvgrXk>1
z(K4}G3C3cP!T6&j3YSq0Pp1~}*LcfoB*AF#{Lo)!;4atgDzulIk=_%2F@l>$&tGFJ
z(SxIS9ZqH;vLq0iI5<WUO|J~*_~*PY0f+842*`PVYQOWpwcm5L;q^*>I1xO(IVTvH
zklGtWZftT3xlFL~%nFgDvnwYgYKOU98Q``yE12Yr#qm?_T+85b`-v;3k>;5dKfHVP
znoe4VHHLl_cThNg@WWUdQ(a*iM}=rq13dQ4|9)3KulS!ZBlJIE=5{~#G*gk#86m-B
z5WeFGt^r=;L&&Z~X+C|bgmeyi|Gh!VxT9>gyF^vhTu9;ue~h|YTSk<&e87xtW*OJ_
z;tcgv$vkr|^-*~-J?1LaWfycg4j_&Tyu}4!Se3Kr`+Ips-+a3Y_^QwXTvct(C5qlZ
ze{a!x`#0DL{Rj8jHKxTW221v8Z8dz9+65`e#bmnT)2GxDrOXJJjou{5H6a)FO?3D7
zgPgd@i5oge;6=6<Iw}6j=2NHvj<<a69;LO-bmb7@lw=eJoLUyi1}s(A?7aT9EA&6R
zU-Xu3sRJOMO@ZwXJvDzw?k<NW{LS<|hhKk{`6wjg<Flz}d@b1VZLVJ5Jh#q5mY>rb
zMYUq#KRPX<+@>u;@TAFL8sgOKZg)`>r(VkrR)@h<in42Y&vkr>@<PIhHY#p!PRSpV
zszP7sn*Ii#=ZymN-|d$856t|}q^1m1`hK;lW_L<ogWKCtTWXOZUXFMDI_geo0*(^7
zP#1^zD_4U{&qF%xZQL(RgAII`gWFnT?HvzV2;*zGyJQiZ9uS?F)IUd|e9!H6C3}~N
ziRESE!;5jj&~RK7gqyjmz<t98v%t2wY5-!x|7$S{P}}^mnCombT1*a9#+5bHygneB
zkf30L_WB;aWKDogxw^OIUgwQ_9@MTwL+Cbwc7@_M$XnZDI+nKeWI#Ab4l-x}OU|jN
zh)A4Hjl{f?oq@#p%sRJ;TXahCbwXq%7q~q6v&GSryN#eR{y;V11b_>GW(J7Dvn=;t
z^Cv-EiT1$Q2BD9RXkHEu{_?_wNrTB^ptY3J>MdvhZJY=G*olO-O=bdJzUXa%4zJvb
zxAQ0=FVXX-TpE8JWz9thBftw^G9TK`WlY3`Rjg%qtmhUn9F-hAeaNs!LAB<2g)AD!
z0)e?>__vby_kw|K>0}`}zaXtzJ}ct9BbHOhTSB{-8dr-Y$u(W;db)>osQMOGFbm?>
zD{+Z#s+&7H+~8bz@;qIG+F^8y`I>%#uAEyNl5QgUJx&{V77=~yU*`HNkM|t!v}B3U
z*1!HH1t9RoJ0#&8i2;pv^SVmDogRrgs+&YdV4U6~e}~T=f;lY{i)a*UX=lR7=SMXG
zlnhtA;c<B0d*}7XQwjrLNE-FR_B(B^YV^0bBq_D(^Ww9&4lo_ks^R%u%y!9Suh1nr
zlzM-IbQ;f~vB1fi0le(r06bO!YB#IT|AXY5fux8y^}IGvd1`(mkMdcZ5B9d}$`cc5
z=oH%`4``&}X}O6^$wRwHsD6HF4}DkT<-54>zB!8f3+*!HD2Ye&c*i+`BGkWj6=2&d
zHwGB7Rs}#96dzA+{}Z@HCg-`nohRM+2SqGEpK}az+9jDKKgF+{I~d@YZ7j~|L=8W*
zf5^ujF?1^HtIOZ9J`Pu|&>I}meoGK(;eTIkYY+mziA-lLPF|=XQi1SIKZ-sWofCDM
zxN)`Bu6bO*Rb`v~4`~408}*evLDlh{9{Ud&{?x}*chJ8#a=^2QT)HPB6QyJex(XkH
z_x>N&;H;;hZLA3;7Gn|yh(e8=+ia_i2WCN4&1$GxM$~{daux0%3PN844_$1KH(7Vd
zfklnp0>lS<hiC`}vZJPh5!`&*$N{YF|Ki1Iz?(gltX<82`6{;c-oX1d$BV)fjx;4Y
z9iHW8%!T^-j{_1O)@d^nxbvJ$CdngwpQM*kvRNZ;npY($yi-|Ugd5R9FfAaNG3lEf
z-?h~AySwMlFruSBWHk=!HZN881rEh-he7q9E?0v*$w2#54wSvW^6UeEw?SvfqRZSz
zab(XcSIkO4zxd5*ywwwVMa~(kkie`tEQ*>6pKsu4XXdTGgy}(<_>D$V_Cdbm@YmX+
z@KzyN;}_iY#U%vZLEt%Z6>P1pD%i?ov75O~Y_v6<*XCK-qEJriGWy|H(MSMJL2cpN
zMl(Po28dEPU}FJ9>GRefiZV|V7<>T0Wv55kR(rcA^8WGL9<vWzNy4cIV1dx(D_?7*
zp$$%=7ZR3ILE?mM-9?F1aO8L_Ys=jaF_r-556F#JS~_(#Qk?pxxI*MU$cg$52E&8`
zt0Borgi;Aw$`${!wOHo<l9N9V{u+$-lzqhrAdpDMmC3-^W|sEkLwU`73FB7{g8GIk
z!W%1gq$^?c2+<t^8!N&QMULVF!H&G`!UbxE%GC0GsI+*4>T*JYw!w}d9eem!XRgZ~
zwm(>FnWFI=E&pF#XW|d__QvrUls!_GLI_<%wj@hNwv4GPQF4tn`#Q*UX;89f$eJYC
z*F@H_?@HE^eV4T{D8@Sc&bZy*?cUe#_YZuZ*E#1o&-s2opZD`U`N_U#1SiN+|IaC=
zS0w?wAth+&tx9^+7Fh-gi_8(Gg)?x=M~@qiOhSv8XoUq7o>sDh=G?;Bw#lxGza7gG
zh?c63wgA_SyOag3c<%ANw?IU@A#G^W`9jx@y7?|XG_>D4??DVNVX_4(I|v4R1+tf6
zOQsKgiqGV7oVj*hOTP?`Fq!GVO`vC+)eYp%|290Ikx=T&85T4+)@+Am*V1FLzLUdS
zLDzy(hd6onpE>h`WI@#6ydKe*TWoeE{~EKQ86JYv^Xpq|1<CVM(l`CLq|f$&9_ozb
zQ^qeBmn-0R2n<NKUFC%flsL|3dAr0OM(5$;pj)ig=d$A*1_mO#5LUZgNchNTulZG8
z0RfRWyzE4WZ&Aq6D0NMNq|x}XDPj+Kn*jLF(6?=6@!>xmlXo;~g|9ONMNUO;1tbu0
z4z4q<(9l%)i@S1g2XAFm;f3a%!7`TBP~j)6q-8Z{l&JdHI~>g0?RPhL-xA!<{G?e`
zf09g#q^cR5Vk59VdjwGyPWF-S<`8ROU@C!pw|fYT{LLOrM2iNrv&6I`I0LvQvAZmL
zj+Bc9QObp7alN-)P#ByG2k>b0A-Zq)WFgZPS%6|3__$a#)cPbir$LAY`mKps!`PG^
z?%IKrsZTnZxrsq^gMa|Zs*jbyAR<WnZn00_{_R_n8A_KAak_SY#8khACY&2!AiC}|
zW<9jj7P%KkEqOZ5vn=sJ&;a7O(JGgcCF@J|yM|f&UaiUu!%!2*Ct?i{<qdlAGB#3J
z0sUs!N{1sG-}B?a6qL3XkG!`qp<YTEykw6l0ASSnKD?a|*hm^*f61L>@=<Q95)2Ux
zf%DRrcE0CsmMK>_anexp-5}c<;qw^Evaw%-T2)j?@IibDN37+8Pw$Uuzss1W)8qa)
z%h$kLA;wB-3X-6@!^S{Y^bo0ab|OTpK;)K$V{_T?bKt*G&LM$Y5(_Lw2GOX$oQl6J
z<GUBfQlTnNEt@`U)0bUJZV{I8kuv6KKSsX~b#;5Xxq1okpJg?P87*una@weyFd^+d
zc<%47%R+1L2miH}HOnH-{-hA@u|{CIfovrM9zlD5RE$oJXZ=0Dhg^W(W4h<zj<oC!
zrWl;e)^U!{T2_8v1BA-3(24g$V=vh+Nfusa<3c<$(pJ2~I(-1y*=??O<+`{OT8bp)
zYo9P!_O&lOfarS(P5^MF_|`I745*fUxu+8M>y%qfseYNzy2X|VF*+j_yfH<ypXNxU
z;@i2^&o^uwDBR_GVB9?2ja)C;nUvd~d=b1v)Zh=EEsNV7@h)(7VY_^Vmf?#TW1wIN
zv}Mr1k64+|HAe|nj|GD$ojrgsk;M(3&(MZn9B@!#OiD6%lPI6PWuhdU9`1?FfOQ<%
zUQ(1{Y_pl?H23d$JZYd%wZGP^^|ESLBZshgtXbl0LyDmc#Q}uHJ}ey^`VXeXV*<@m
zZcobOn}eNr{KlapTraz_gP<iO{u6Luix3ND6Gfc+YSPu%H9$BkB$%W8%niU}W?Z8q
zH_iRTIh!XR*u#b6b!fksR!dT(q4zYhlRRol*v^Sc7%PG@?d@$^jpAzXziaB<A(qFy
ziMg&_h9<jsgTA|rH$C2xe4IaLEL;4NC*Ym0m&i-4^nr4Cr3wZ-z&!>7Iek$cCyv^e
zN48e`W%C*&7DKxwS<mY*EH$G}I1GjV?rbtJets8RSc%W&VyCj;@Z()W>F)=RHUWkM
zm^MDAxo@@~KY-X8_E-Kh(#+?3L9S3)^p>$~$fQfPc{W79g<q%wEnn1MUq?a2>K9<A
z>;+<OvpD<CI~r1=D*;qh)A_bq49U?DGx<KJ!eTH}BpQ8m@y(Hs@$yMG>O+WKczPM7
z!D#6P8EJ`$wQ2mje?uF_>h5|SQPEb`7d#z`xX$!%E7NIG0pn_=h3F(^p6*t%euqkv
zS2NGTWUK5#8m`FT4_@Oz=1ZR_d#^KR=N0C47*@2b`5^_ERqq5=480-{kRT=-X?}Q@
zq>)LK-RHB^)Ej>CONJh9`5Ag4h_%kC2u`$JLBX)fxpZD@-Ba*lkx^`=JJv{E_)(y}
zS01zPqNAy98_8>LYy$n*MQv5M`_+rwO(M$C#Pq!9{r3)z9BP0@XX@BB{ejU2U!<Km
z<m`lTd$I4RlEF^@*en(Grm(@iHg;?FDb`b3exlH0;tp#{-piS59c?O=myfwr8bo!>
zpK9&<y~Z#^ajPoHg$?M;UW$un<MOR~i=N(N+@NH(%qcqhlMX&aotrR7G8*v{v-bp;
zJ&K-w4k2Atu}N=N*Dv`YzKGhlnY%ieVr;GR0MaoYVT}2dg9YS?@+u{>*@H-^Lc_lG
zI%a}U>P$bv(W*S&AqhEs00~G$7|QJ0crtY=fDvg9p$G79N0T<xe5Ve1e$UwkP#RE`
zXU+%4cweYLDj<n2ci*Y)iT!x#H~+fW@M`d@{+B?Y*rKm^W=!kb6h0HuC-ZKauUcUv
z>{W=_H6yP^!q*v&4}u$1FE#;Oo%$0MC%ef&Jf6rE1b!wmc`L#h_;<bIdd4&%j&bd?
z`G%;k;!ZHb6lFNhRYtt7wPDlyj~_)nwGkB4FUqFs7OUMg__fEy%n+`EEz|5h1=tR#
zNM?cgJ5<Mgrkd{-aKTNqcWvfRR{RisH^nI&B9g^*B?_*+&t*y6^X(h;(hx#p+ehrH
z8<UeN?03(?iJ1sD#?ZjHjdlfwb)GaUIYu!QLfU7qEvdqqG@tOMErMk$cj;Ryy<B{d
zLH^opg^0WctdJ_Bzr-NTe}|S#Hp*+WeX%w4MTsTe9?Vv->2Eg*rYltJzji{7JT``o
z&$}{F3{$RFJP#5Uf#SZsDPb?`uA}5y^*E8bXq}S7z~S4?F$UbNYV*1|(`#b;89JPS
z=fnJKr>m99G3XxEfAZX5y^6~KmdQ5~lXv0(a!tKl_LM9{P?T`w)mLhH!=cjEYRe9`
zQ-(u$rxefr&T-2kkRi2L=BsHryh|`|OU6m1{f6PM(us-9{3%yBH5^OsJHCd}0V+Pj
ze<5~SMC%4Y4|>VnteXs4e+B|KP~E%pHh&}OS^@dfi>;w<?ab&5Y)9_=u%j|>n0z0e
z=JaJq5mU=ph!an>qLvPQWfVuz#<r1y(E9nbd$`nWv9#&ICMKr3@=CFNYYz{KWL%#V
zcy1C3-9yh)SJ7juUN8Sw=fYwBYvW*t%U5W1vv;{aZspolML5!)PPJ&hwP|*{<RYI4
zB+%0h?}VFiaYsMLyZ7uzuz3lWf!FAlDA{6}{hj%%mN___#Id0Dhjwt?6rS}0QAf`j
zbUfp)y#G23pS+<S?KzQRiM9os%yaL{&XneRO6Fz?aOo|z=|etEakGn`>c{u@y~;g2
zeYaEmq%r;J&?eTF)@scHs;y@7^C^@Tbz1UK*9{kFiU-*G7ISblQ@=D7tn+{%YCKy5
zDG%ywJ?D5xxFE5v$`Y10G@>r=sZn`DRX7s?fyn6{!W9&@3zP<Vg#$=I>}^j+(^Cut
z{Ggw?ySaIZ&N_dZjgeOO0R&_DVz7=R_@;EgiI&{C0*E;>7;HNKWj96%(8o1&*|5ed
zI7>js2f41c+>g`Qp~jf1+IXYAWD7M-tcB$qokhDlw{~aV1zoL_I(cVPzU`8DxMcur
z2i_cd&98r_Vc*gNz)i-vb)+BRBS_dhCxHDW$aV0rY5=w=+0FMSUhVDXf#z9v%ZQN8
z{U*r!+L{*P2q%nqbD9vQra}xwqZ%7lJV%-=JS2yHdrjiJT@ssF4_m3eKL|O}DzF3D
ztR>9xdT^$}spzzNShwotJ3MOfrYse+8Jz{@|LvJEhOI0`5OsD^nf4rdinYP_)df4y
zS%V+oUYL{C4Y(;R(9tv(pPkh~qbl7Mqe--eOg_Tr(=RZ1_Tl<igXv?VFfu9-zN;c?
zeb?F5nv+5i!Xi`?epr@QPduE&<FNTkX`5Y_u71L!*u3e>PvnTdORtw`XTGKRVhC;~
z_4Ic(BUQtbnO63Vh@&2UhLL#0YQ)mBK}q)0Sq^l*-(_Gwwo{sFBS^8e*^z-^Wf+FD
zt;=Ud1>Dy?(BF-zGisQ!GO`npk2CG<wBm9@`IkfW5dMPqViN?|X_2$>$Ml>Awxzh<
zphxXB21+Z?KO)q8@ab|BD<aD<4kX5_vD8f^SJQ2_D?MH|{Ni}Py0cp!F6P9^43^YE
ztWYEzEvIV~6Yfdr3@uID$sh{wrG8P+C-m6cJl&Xjd7B@g{^Gf`;!KV^9A{nw)W7`b
zx<^5ben|zz*Psf4OHb)JtL|?2Fvs#zLnD-^1GaxmAk!+p^xO=~mMYwN%yE>o{IoP!
z-e=Xqm|Ap>fQZ+ttX+7~begWCVEYz!W`QaQ+K5u~x46#(<@On>@&9oXz;D`nJ8l1J
zI*HQZeB|Vk#m&>sdouEFqF$4A?Pvrye^t<(u@jI-LHb1k$pG{}N0{moSa!E@)>Zv7
zphnx_I-FVnt6iJ_G6dkLD$3VAt|1^P#1n|MFantN9}EBLH_;amy==uu=$xabpBU}c
z38$ohyEHf5w5+SDx(URn=vTqgK7>48N7Q&E4_25>`%V&z^1YthOa~B?nO(aA;g0QB
z=fENI{~KClG->X9_kRsl{=OA%ejfZ2R1sMx&du`@{jL(X@Oa`9w|*Axp*s)nw`|fv
zo8IIg4r7s(=My9Zacxhf3?yww1RZ(F)^a7qtiH;zi=5zKEam^BDNMyiD~94WSCUv3
zH?6a`@{%=CrI?z@LP;!3Ivw4!G?Eg+n?;vRWvd~B^=~pAcNyOqOnk)bRk~m&hvhV!
z_njEyqxRv*cG4u2C=JyF{7~vYTop_^OkW!St$?HIUSC>3iAxq?J`VXu-rqqfnonyf
z7qddpY>FQo!kf0B+|vbb<WFaH2KKY}0UCJm#KQ3Y2IgW-Df^=<MjkQ(LguAddR*I%
znu~XQOW4wV%=JGb9j^cWUc#TfXURXi1W_K5QNu-Y#!s7Cs>)|;3!6Vbj+!(g8jL)e
z`t}5E4`wg)gUIUwU11?XB=6#JqNas-m{GTD>)fWK?w2+-3N7^`-a?W-&paXrYaU(3
z3HR-@aN2?snEnt|OWr1JOZ_>xpZ!$Riy<Cgca<sn`6U#OPK|V1PQ+hGPzzuPh+%Q(
zq@WRXn+W$$_TChcFJJJI%D9ZNg$xz#KfBVovis#@&FI8~vEGgQy-+z34ksPGn`XY4
znXZ$F*b}>*?a3;};lWRNawE(j^S73<r^%3t8QUZfzb0};t%97qPRar;a|)dnxKXw6
zMuMATVe&KsH8r%vJm_<=RAM{L?E1xv6;6z2xUY%nEeZ+SE#&A*c`PLaXJ$l&urODK
zCPe4jyphUC7rC#tSUi`_+W8z8su#l3P+DWptyG%7IC(ty;&5vsf+n~`h5KA&E0wZ3
z^KpnZmD&~BXFMs$h@oCj-+M%pl&nyi_2GCMd-=>4VkdRg)4~vW_QPVwqQtm#o2WEs
V(jN0eLut-RL|Qy%S$%sj^dF>Q(CYvI

literal 0
HcmV?d00001

diff --git a/docs/source/_static/robots/dexforcew1_anthropomorphic.jpg b/docs/source/_static/robots/dexforcew1_anthropomorphic.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e119d54a61319e03542937315cbf7a1eace2d6c5
GIT binary patch
literal 604579
zcmeFZ2UJsA*Dkz6?_i{;AfY5uq=*PogwP=%0s$2%(xfOLO#u%=Xi`-$R0X945kaIE
z8(oShh$vO5qHsWp8WmFRN<8O%mG}Gpd&jurAAh+A2e{oy)?Q`KXFl_p6R9KADTvS1
z2xA1nU=RcYe<11%Yy_jP?_`O!Fv1)*{P{vR1iqN|L6Gm+bAec6Ju%x8c4DkkKR-cx
z&BZOqpZ52E^99BwzM+i{L9gWhoA>-*-DW@K9^?kzunNABf#Bg_vi#th-}C3SH0|2;
z=k+1lb;vpYbKpIewCg|{tUkCt1+Jw%f4O%3<=V|ZkoNw|;5~<Yea_RKMf;-7n9Kd_
zQETuw8~7H1f*>qp4C&F<5B?3l{0bpR?JEQ^rvCe$>vaffxCB8v#{PW|nGZp{u@F?>
z|L=SM-V=Y9Ko|OOOyDPjhX(|$mp~Br2?*Lg06`q~^w+?T|7LDt;3W|-FF)|d6Y_!F
zAu$L8orT;W1#q<=+6O5?s?>2v9~|fZ-WP3<|Gg2wr>QN_Ha2EW)<H&?1jMin#<&ee
z?SK$qznK_mga5r+2*$w3#LU9V#?HwB-VnwIZZI)1GBYzXu`shRLdr0PZ4e`qI5S*H
zm&M9uyF@_LD(kg^s#Z4s{V%84CH2+>c4BR_-*5=-Qg#(WqErI2qz>pGKObGYV~^@V
z>vQ-*14HAZ$K2dK<1%ZcjciVNgv7?D6ROosf<j|1-L9)|P|GN4dpfud9=;n)ivh;`
z@4125{yjVJvgbAk#>l`(n;0Vx7b7!l8+iLRMsX%3U1qqI%PLDi)HT-aU}`V<C2XeG
z1oo$~3GI+Ppm+3qdPeQwt2anx6;*6t(7EcGx*<W7tG<Du^(hax=$Ji5?s!7m>)1<$
z9Yyss)G>&Qkv{M?2o1GTx^N>ul$V#S6T;3B7ZTh^dx_3dpCohIzl3@)s)QN~gq@iw
zmpSlt#}n4*S?g2xLV2Mn?>vk6H79}Tz^o+KQ2ZJXd|HDfCET|5C?u}={wE%CR$fh3
zR3!(`uGS|V2oDhp-u7bl179zmUkZsPm#m2lF_;_^e=0gySs_0&VHb4gvC-ZuZ)~LZ
zA3YFD;J{TkNBe8T$T?KV^^j2fojJ>anP!iE_lx02_gv@5Qt;#pvzh(_ahi0(flzU(
z?TnJP%q*8Dyv)|}@YsW<&sGXp!Rsd9h5{pA1}C5Pbu3N_t2(+cy>PtDf;+C{=u(Mk
zj;QURUE9E71*B1I%rG;fBVKS%WTig5W;_RX)@{+IYv!Z#N7u4}R%fr_QqxNu{C72S
z*xe7R+`n&mK)devidKIBxBTrlN>9`&70sic$sO8H(bIk-o<HEci+_^y&=dMgZWKXs
z9PXOr$beD%mp-SlDs)L1`K*3V0HW94c=`L}`=eB-_T>M{=k*t|o9kS07RNUx;_(sK
zF|^-PDkOWKT)5W%^*p6N?~^!Di3)K>w4=LIamSsOeo$r*Ziv-}C1p~g=+kJ#;ZAbd
z_KiQ9-^?9KThDyC8FBE(QQWf7Rb1J9;zcSHz+08_-JZCUVi2?OfC_o`f8*QSL4__g
zyX4K85D)NecqlI0=Dm7NX%L^wORrBEUu*6yqe5Pfg2;}znh%=^;g@l3la>AJNW|;m
zO>JCb{74r`ev^v|Nf=k<$G=j-o#~+5y8pF_7fC9vjhMVbIqI}&IGeX+qr|rEq}CNC
z?d!>#$E3b|#og<^AoX6ph)D8Vze|P26h)}emW8rz-HK~VUgE#*J6gsU(J+h4I8J#P
z`r$tpir%^zDQ>#Fw_Pc(6Ukame+G(TewcZYn}tbtn~BL?=&cLY-MSTFyV$~&g^1-A
z3yW09K6TyVpF{uW(Eq1M@sFqf<LUpv`#<phPfVwim;YyDx_;Nv3OO&vqB3u!FEl(W
zJf1g;p{sH#fzF3g03WKpR!dBM<~181tjMSJS||lw)=rE7e9EG#<hvtrH^ne!;}P0(
z<s1LzF5IO_m&rL>q6pu{NyTNglvg&C>b%~E*5Az#q?&Dj$$j`58qq)bNrrd;Fu5n~
z&E1u_<MB&m%1oY{#p=T)O;WOGdo;qVlU%ZG<4oQgi+?`*&tCmw8~^9{LQ?2e$@r=7
z;lc9B!!KPzkL@(JPH?roC3#dLp11v@^jt+@#e)a+w@=+YW2#|yAxLUyXy|a(9)olR
zpV!6g*jSOXsQjjp2g}~N3IX?ln1#nEMnX+{T4aQ+&ost0cr7!`=s>P(Nc>?4Dn+I_
zGxwY{q1@*k-6VHvKh2vC8439z$h){o&TF2qUOG(?3XjKKbF218j|q(k)lS$>X+MA5
z7=|FmT;1c)bGNk-G3La)<{@_-i#@LD(q1WY=1HYldg@Unk0Uln0qIEgtIdLH<<3y9
z5t5btw94JcX{3qfFr4k$X=WQ=-`g0*)3b@E<6)OOOqBK+msdq|?dJGj0?4ajUGIjq
z(l=$&bgh?-$3ki*J%+xQkK*?=k;0$m9&8;9kQuBFuJ+oq#)FENsP=g>=yY1)rnTVZ
zk9{ns9v@MLO9UK!y2kA@d<WIFC*^+NIff60E_JG<*<+eIEy$;eaAz1YZ(I&)QilaT
zB9l)dYQAkIg<nCptyHe8%OPG*Z=!LHB_pp$3Y$D2`|WaiN*TD-`8_O=oVFS)wam#t
z$s>MH=FeKXk;ki&{aQ#Er~eYup~T*JQYCtDW(V@_>2q~(A&L8Z9bOCG9!Ih)^fhi5
zxLPe;^DB0pdbpr=^Ch+zzT$X{*$$~%ClQiwL-+u*%FAuj@n^c^)H{Aehg5Pk%{)VA
z<E(_a?4_BTmRhH7oaa6mcPRXL=Ai@lSE7ghr)N6iZxF61M9ei_xQjbs@!qkNgi4{D
zNB}wW=dHo)Kf+y#ODk{j4CPe<S;gW{ssGzPtG}rUREn7>j!ky*<!+4_q9aj6_uWd%
zquG&E{e@5<m7vY7H+p^?KTU<$W~or7EBb#;XE7lEnz0}KN38fqq54hA`$wVrP1gKJ
ztoTQ)_(!bxN38fqtoVO{Sn*E*;-9M1I`W^Y(?6xg|F4xAUDHyWy}S0TwkhSxIG9Ot
zlysG>t_SQgbi?~=Ja~|+owYM3Hu33`lLFRGh9?Xy5)^W=N6LyzZ)d4n6U_CT{+r@9
zz9iy>-{^|A-TS>uQbaYqV;rWXPx@|ko|b|_vaB$z`(;sk@x|tPaZk~ClVb&&3|d*v
zqR+lJFK;7mZwYv^t&5yD6?&h4tzmTj2<q}$Fyqr~mK{fv+(H{_c9QfHXB^BU1LC&F
zabX`H+AhiWboGeb?V^Hd3TI1WkZ_hnP6Dp%qM~TaT2ppyxzNtGstb)gdo^KQsOiuv
zsEd8VBDZf7%I~yR*<g>{DAyFYhH=tAs>xdhKl9%D4fcgY`m;Of#qUj+`1E63d13>V
zDn`dc&iM41A37$y(?R{}>F|TE!#=)omN@<T_6NboR|Om2`K;`#YuWbD=j0n-@};Xq
zDJ{!~Y{RAMUP~YCI9e9h@rp^vs>3R5qBs2=?DVxqJ(IWR52>`TD;pY}LwSjt*kK8G
z`1J7k95$RnOnkb5Q?0`2aY<PF<FxSm5wB17e#hFBAG}1q5l+x*3PVpn(!gU+4O%*j
z2rp|UsRgkX7UNU5%ihZ3X+KTCWTrBpo|)>nF#Vx$b+p*-itNL>U9zuAu<Y5B-j3VL
z{fwjDYY(*tr|~AVPye~`;EKS<!FvxM9a*{OhIpvi@b;a=`K#VvM#;HZ<Xg?oREP>~
zM_1GSY7%8l@i4v&GJh#56!dBdL4{^KiB44Ln|RCGQuk*C#cwC~l4lx7U5XsbitAU=
z<Zl90NV`xhn(fs+IQS{?f5Nw9TzCl;q6ljbIFXsPN^zUpt{Mjc?QnPe4A2g@CtJRp
z$v!ECv5udyJu7J@(ZJgwy%$+=t0L*a)#B}^?=Hxe&L6&JZLaOmqda#n@OFU-7JqJJ
zLcP;@E%aEU(nzk#MYRh|aW{tY4y#24?s7zOrV19ZI=EDYI+)#Xn9!EE6gZ%xz<;;C
zz-v!S>Il;ayg6;@yp#Jvp0iW+p%m9dqNnomYQ-L65al+mM|K}`*lA+{spK<96GRVP
zZ<E}(0FT?5{>)<M-rCLSe8*j3HT;?@W1q*n#@vKA9X8JrPa7^jDH`!3W%%dSY~-D)
z_I@%XvX|&J^~a6A<MAJ>E;=PQ#<R{;a6kPR-ZXf0R{5@s=j!wf7v%C~KR2@O1t#}_
z(-Q}7VmOg~sh$6%`qJ=7N;SeWd#EP}b@-{8@aTOO|4iv7Yu&@6W*z&ugm}wrno5y}
z^-B25;rwiS_B(_u9UqyjlYOMxJmy#J<Pq_*Z1r5ai@>9hmW%S8uS2n1?FWjuOJ}(D
z^4-)+J8=EdfwFY2wqv8oPwO8(xBFB+taa~RZT;23QUkT>Te~VWIiuRGcgRncw_n;2
zD(6u+eRs)R@1<U`>`|ku$;`3`7Wf9ed`P1G?v4YC*_kd?DV;;X%755f)#X^e^k#Hi
zyn%SMIOP2%KVlF0(c=bket1eh5!G?4U+ex_?0uh$VZ?xnEMg)tr1kucZ=(LJO#TMt
zQXC@s#4FQBL<>6SoG(gU@qedcohZpTBd2levKwCJeYu6f1KD=_giY+G8c{N4jkl`b
zPvjsmeRF@9%M1_Krn2)FyjDi|gT~Cfs~^cV{wN2MlW5^A1<~19w)1WmFJevpMCYmL
zX?_9MV`4HN-z#z#=zTo??X>o@@avL0JHKBMebKm0M888sMJjr2>B1q&_JyYbPk2hw
zuk(|nl4oLg1xB*CP4MYGX;H`eZ(iz6Pk&}8YYFX=$Bl+8^(PHD+n$sm1``DmU2^3Q
zdo_CU+$S2h2&9Xs8{IAa+DmA;v#1u~uD$K>-Lbnj+9i3jETmuCSlp3b_B?D?`I>pA
zprpyDU~I=__gz<RcOB%k;9G8Nk1Ns350@G!Ha=ZjouOlQ#x*#HonN^6L{0Tz+#i{*
z-<6qX?^4tF@@(Q&Qn+~4<d>w38}>)*@{W6I#g(yzowgiZK{V_pEa7^5l*jLemj;9^
zMb08TNy-UfLQ_xn-&~%F_N<=Z+*VpN{ea`h_Gyiih~oA+YpdRNuQeYAgGG*{at8Nf
zB60a;nNK>mdze3;y?-h@t6|d1)^lVQ@l<;x&s$cUSV?@l95d=!dqYHWocUbhjy>$H
zYOQMAo;5}G@vex)vq&q+>W;go(~jLOHQO%}F)h}Yp}cXnjOe{I|Kwpzl_>?9x-nrk
zIwo7ZiS9V_{WwEu#ng%OwSkozqZfA{*N8eVvM=cYJ6!rqTJ+%pb3>8qHm~&Np6P9m
zY1fJm6KFl<e^Zrv2{#(N-MmHZDXQZTr$rnH1RCrjLMgMH%1Rf5V&7w@;l-=-N=f%j
zPofg17K-jwoRGbncL49EY%ZQydUR-FLvie=l3v<ftq&jTi1)ZoN^yNSg#UJ|rMiN<
zKVZ+v;g#?cJ3`J}R+f&ht2<G%Fdgn@`zFOnpR-{!zI<Rn%&K$w5DQX=xr@QQ!Oi$8
z+C!+;&nsd;yZ_M%{bj|=YyDofD>dk|5kusRfwlPULpLa>r<FYLjyt%*lGzb_mv7>X
zwBg0ky%nW4y@}QCJqDx6``c1pCcJJmi)xgL^eS6@$2>(5oO+}w@O1C@Wd8hV1w>nD
zU^0A$>nL_O$t~kcqZUdesm~4WP-=R=V-eMNuiU2T%$>Y_1xQ~dp0HaJ>KESK?Gt6W
zDnWq#xn{HPob*f;5>ia+cvY5wyfSkJzfx}6=xw*L855kg7TP-`(<5<J^oc^9kG2SA
z--H%N`o{yjcbWI?V$@*+(JHAsnoTU>|F7RETC*p|v<NP?FXZDa$$0I7T#RA7>-jJI
z7Y(D=6h}>sxKjpSzBVr@d0Kg0#E_WNq85E*XHrjQ(jvR<C+6tc{R^JGMpCiUb)|X6
zQUj^Fg38SI?{@n8NNulZ4bT?8*WusGvGHQ})7w+8)^Zu{R%aeHG~!IQn4YjlO#c|U
zC7|K@(R+T%_LEA?;k(yVLOtXYtz->PE#>m*ZbN8OMk4yOZil(d;yguEmJqz1;WxsZ
zrzeyJXLdTBd2f<u9JQ%DMbclf^+2`kPeVyjtkzCymzQKH;24G^&Tel%kUlgKmSA4k
zd8g6!B<c&CP2w|RRER07?a9-972G$Mas-I#DgF_P$x|Y3?ca-!9#L0J2yHvuqmm6e
zLPhpo-OD<uRW$7oa@?L$*)w}t*J*I%rlI3eQT073!tDXOIGm2?GHr`6Z?5$<Mbz$H
zp2kr~{dFwuR7g2Q<Xp7yrV$m|EWr8kQX!H4I#w$5grXL$xyiyhuv(93y5oiZark8W
zX!G0>>t?19#ZZNu7Y=BZA9|^qs7ch?l-@*vqKPlbEH+@cdZosxvf0z&^rdd1`m*2l
zYjJCyOks-CXLrpU(l$cHt@<9@ozPqKbYE}pg`*?k=7s`xsN043iwoOPea8u)QB#4O
zhI_}Dg!_aZNB<B-tGt(KWwq2{J;wNQJk5_=W~W{a0gvOJIIrq=`CO)KGS6PP`|y2x
zD=O3%f|}zlIWc?M7sg$$DYzd^+Q=PVFs8f=S-L@46|n|w7L+k`_bTE`a`UMHc`8%@
z>r{L-f~$|#nvEKtMcf#Nv)8bM#W$Nf^XNKHozZ#aovQv>DP~AH`B7JoS9sX>gWaUz
z1tZ*`A~{Xpsg{+W3QgeZaqEZB<ih4r&Gfw#r^Ygw0V>put50sALeR=e%JWl^#KyXA
z@68uk-fiw;n)?n8PCQBd$~Cj1v~F>d!o7}G*{}vPLZ6x%9;ZSAswq@RoH9B-NhxZ0
z%1Z?I-%_DfD%7buOod>SQ7||tQIUpUDvj>li`B2}YZ0#E$x!)P_k~F__C+CoB>Wk=
zBV7Pe*y*lttzU-sVf)YNYyCBQUD|f!(6+-Dw~AQK^TqvO9Rts4J~jL;awcyxh4_+U
zobudvgil8cXLY}M8ZM4)Gd-@T6sXshWW&zI5XFHpIp_>K$XlePulBI-V%l(X%*B-F
z5osUD5>#mPfXb#$fcY{Nx~(~``@{c$8jf&cbI&s>G);w)d;=-%<eIo|t7<9F!zD1J
zGct^uGO|_;5|%rc!d@_UNjtM)udl}xh-I#^b7<{goaMEAq3{`j{JJtVDf!u{7_n*C
zT<r&pmJ0E&Q=wOg<(uTmMa?!`t>fmN=0|@WNXq)52=8aIc9BRmm{_HbOMwQgFD<C_
zkqV~Q_GHU)>2CJP{%jV}f?UUWZOosOtxt^Sn@!QQEf^K!^&{DQupqI9dHtY5cb>D+
z&l)2aF(85kzM%t*95Lrb8s6Nw-h;iS#4ML@f;BbjBq}y;bOyrNWzVb02R|NLI#-iy
zZ?6CQ{$!w+g(7;&aBD3A<{$&<+VrAAlJwK~mvPb#ckRbL&d4#9M~9|+G3Lo9iEb+r
zTV^UrxrST1v5TCqRz{h9T#LI_fF9dNPD8(A1wNxWZv0~xTIG3m)GY43AM1CW9lmET
zi!bi%eCIZI>oG}qF2eguF=)hoNHq7RJHSCIGzrY$J*BAea}2p~WmJVcrB*_jCD%})
zYqOv21kpt#@n^1u`c-dlY*wzt-|-Z>kb?i?+p6ESANL1Se*FY(D#jb&gnXI-jIi>L
z=T-6g%x0#vOn)8yHs|))-qOT}ki+WVXE%$T+RfX3Bk>GYne##QdnSSHu1lP8;kIXN
z|J-uoLYsz@)jkWv$eA=MG(<;)e;I3zJrz2Ps}FDf&YJQ(fIXA{aECkwYSfFZV?KBe
zk1b>9h}^AnMuiLFhBYnvZ5ddd3YpXp&EuqKP6y>rljFm@ctqk68<Gxc;+?tM?!^Aw
zC0r<vEEQ^8`FZZ_c9Gb0n-+2PjO=1*7#@a<jr8>x;@%}-4NJf7m|F?2uC7cQD^G2a
zKb3Y((g2C#eP@Y{wEQD3ASC;T)O{Sw55x_!bo>Tblvho7zS?af?-F`kt$FXN+Iv>o
zQoT1@0xZZ~o1VZpy5=85Gd%1ujcN!}=6O8GNm96|D<6JiFduIFkx-1$ma((p&EEGr
zlvv?v?Kk&Op}&0rw~jVJ(;(FeK<Wi5v~U&px6yZR#EtbAZf}|I&6@=Jz#$}@(e~_#
zX#x_dbSy+Y3W8WJJK)XVwdRD>{Ei-ml$XHv#Jk2AlM-H1p*hWQGqfUEJRiLvMCr*F
z0XA8Dv-u0K?IGMMH{!+yoIf!|egFF9HoJ%VV=`dhED6l8z+;wd%!zVrD7>Cc%sZY`
zo9oWWRp;ZpwMK~tx4NYaZb2}jr>D#mwHYx}eD4T6eUpbcfN_4`{KaVGBr^?Mq~IpU
z8z{0&a5nAs$F*t_T~sJFBH%~)98ZgrO7>%l!9`)C#Mcr&#oJWvitn)YR%IByV8b*;
z_)drZelAiV_{fpd@_yufFEgg2OOXX-8`+z{NS2r!RW+kw!#D7r-OB|rLFh$g#%}oh
zazV=Ti)Ddql}uS0UIzyRM<Zbc*amf<^gGcu`t{?;Os2ODBGbS7Up}y`8sZUN@_iCL
zCXMz#i<$!W?h}vT=5cfk?x$h!CDWzM!1O*7|7lrv`}G&;ckFLq4M(0_VZuA<->zQ>
z`yTYRc8fm(4{ja>rhOfN?Oy?umzYF_POVTpDKfy0sgMsiwouZ@)x*{6A6|6Taxm_V
zamA}}_i;wQc?3lZWS8x8j)cUb`tTgKUad#Yix>Pp`J2B^G?fS@dI{VqBOYl&07ULY
z)%m$<k0yM($|m+>2WbS$7@cqGz@Q7uE9Lmy@PT{FbYpP@>rJTyWLU&ZA^Zhy4n3~P
zS{Xzs8rx1Tygv$BHm+~}Tn32ljc9#D4x6qzj`w2ad8C)l3Ouaf#a)+jHBYMxUT*SY
zX^P6<&U(NX#To<idziCP9lyhGT0B|e{-}luk=%K#nF3go&qfdx8WaUjY97_-r$UMo
zHh>OY#MOh_-w#FjnA*KD%`7b5ZDW=;b6(qjY0)&00iVH2VwYWUM>5N(w=0L3IUY7q
z{2f;albeRPYA}Q{fE9r78*X$UokA=KP<jS+L?;^wX)aVK@?Yn`uwKeUkYi>{PfL&I
zVaG5r7AG7^*hlK@9sH=C%QXLK#a&%Ip=PqwYm2S&Zh+^U6V#q;yt5k(JkIma=8dc4
zh;xW#;4l58eiCTJ2%yu2wI5ZbURZt9iHXuPd;9o5bs!1+dCMBFb0~rj3B`MDP1BTg
zqT6iGd$?tGS!Kt&^5mcVJ>p=hDA$fJ-Lwo?-b}Ka?gyYgrN(3UUBrv^l{Ek@r|NU8
zR4D6{j2|Uhbo3GK8$jd8NOndYvlCCC)I$X(Fd1<S@?ps%4inWrQ$5>}%Xg2~xjFxe
zTW_2Q-vJ(%5H0wq&^ozOJ}l2wbTp<iu)h`7EzG*FopQ}{DVMqVJuvHLzzdCkAj%_r
z-rh(rOm&ZjvtOtlOmit5s*ElwLmA(`wgbth>&hl}MOTQmcgspvXoPC^8aQpzU;GD0
zf&J!tbdyebeg!)eTVN`lKF4BdDd>rW`FA*41bN0ax$ZbKS4ZBc-C|sm%iwrvyKYT|
z0!2qb9A5?Y)<3GM5Z=6Y{4YEoL#qlqO{srDwg2(T)=hn(rm0b5QTMZCTj#sqxd?(b
z%lFMR)_3p~o%I3OnGywblW=@fN>>a(VZN?db0sjM>71^p+0U-J_>Mlkd2Z`#F3c;>
zIo~!ZZ+l#5)eE_WRp*ZTT14^vy4fllR=i(mm@s|B1@N?_oge}pj<5H`ZK4;AJQkn7
zc?x`@|8EqzfLll*_SZGjPW1x!^%f3Syj~3V#6F2Gy$(AO8-5!dQ<YOvN*`N$EMI?e
zfc*Tokc|TLf<Q#iP$tb#1v%V6w9~8_0C9--$-pFSnUesRehIL!Js)(RkH33LYWP-_
zT^^^7&w#qwxo%rGp(Jw_b-!&PvznBbo=Z8+6vX$tV_=8=rU&R#A84a~03?)l3o%_D
z;oYv)4mX?#<oUKx5g%%Bw?n!#J5?2#p4`M}{7|rQAoF+klD43SXm7wfQYSZO$v;^Z
zp#8_F&}`&PStbY%yO)ccDBFrY+iPTg;6Wju9OLR^_Z)fKGw(1-_}x6xam#{~p5_%;
zC;A)UTBH;X^q@RB?Np>Tpq2Bj<b*I!#=cvuP$>T8kIG)1-qPd@6)$$l19h=X_Y9ck
zPh?h(ee*e*kHsXUxkq>A);#V?ySQ@;E)&2$Q+irVfG1L<>+UV-k1L6;wK5?jc@PWy
z5k0dd4W9u1H}U#_(_Y<%$k}1K-;*f=`3)Z!TP3$2Us$X?E8ld}nZq<&&@5Gfo$+2&
z<?8wtxDEvdXuc^86Wa`*$wF+-g;%dop%w$g^7e>cUQ+)f06D<;Q_z$^4deMiJx4!n
zD`|H2Q+?#AT?aq4a6u6Rgqt-=?z&b?gyNlsJ$7&t)lY;ftG9Ue?^`k=49IG&Hl?0E
znG7Z1zVZ>DQ%pc;OBvPrD<tTTAN(PKR*fV~s#`OqW*#}arWzt1*U%)$b+XSYJH2>N
zPtY{AF!OmKhQm|*=~ey5QCnjDo|FwkM0F@swEQip8s7pOHoo2?V7g^BZyA{DB&mPm
zSN#0I6ps-Tf&>-bXzV6V*q6&R$(_xCeIEKe?6&2o)13Yj32?Q*Ytf(4YZm10Fb_Jh
z>)0vV$N^2jb+lb6_t`oPDtXMR#CR`kg_UL+n0HB1oW2)7ZT`+j?Eg%Ktj0vpgR<l_
zLZnu607gm|G>wXmf^+x?lAfuC3-`OB60MURp~>gtwrAsy97BE_Pi7IU5+xtla+rX+
zgLnu400cf#GcEK234oW5=fNNXM$DA4qQCPJ`&~fZX%I>pZuP+0ba?5CUA^D`eCEi@
zQ)T;yCs~yOP49UIg}mLuaBd(LfWg<4H2lgr&@^%tLxn)zA>dHy=kjih4e1@wvgy~m
zLWuBThHRt!4=9#xyL~fa-yQ7G)vlU8k#Z>ZQcOnF-e=jjTiypF;lmGqr=uFUK|pQk
zsW>oe5W8d6r$Ud?GtR+cF~CNP_MaFZiLZC(S=Wn^ImCnY(XWzo5EP60QJ!_EmF1Jx
z25DyE847l8A(N1w!FRpD+kdASr<I9Bhr1~(a4LBV+$hu8FAy34FgtzQy<9@N0=x^X
zw0ao;MGmVXjmtOWF(!W*CPaAeTk18B6ynkk8s0SUs~F!BRA~t(?$o<x8fl`TLJ{c-
zCk@SV6^sFyl>@)53gFBz?ket!@gQ0ye@v5?$4OC-|C>!9UO$!R>VfZD=0=w}=z0C$
zaesB1a?NS!rUoEaMStf`XcfYuVZ}j~<+_`BIf8FQj=e~y2n7qLPKnxiofuF557_#T
zsD`Trgj<mc#ZzP|0bd5`m%kjs>Fe%CbsC&q^G{-~4;8#MQ!|Y=pS<PTU&brE!!^^S
zx5wGBh4<N-s>jFWS2@3*p#E>_3_WntllfXIG(eLhK)OP+`5S1JiDXlzwo9i@$e8vX
z!Ro`|_t+Wj8(CZ0F-*#^KnKm6@`304E^k>t9xdg*|8Lv{*4<p~n@5H8Kr%!RY&4#I
zTHJ(5t+$f91(o}$<BF>Ix9IT;TesJY^3rc9XPD-RO#m!#^+04$+%(Lq4v40+lAjoY
ztB(r^M1P6@de#-Kk|p;-XKwZ4V}QsHXCG~u*(A-gpFXE~-_eZmgCvlBdd^XyMP;;!
z1<f#MVeuzl2Z?7W>CM|KSMqQ{*TNq;W0Q<5O;b55kqjm^4BYRAMR#o-o4)E_g$BT_
zKBoAo{VNarmrPLMc<xU)vSK|oz0}nD@*R#7mWY;ojs#~Pb~AO)t;4dCC02gQJ0Qp`
zg6K!O0^|{(JV<mc(;^%F4&ufqY)v`?Mh^Z0GXSxWZtz!SVy)!dPr6p$z8>Zd-CY>U
zE%i6)Gu#rs3K6snvZw?kmd!K~qn~UPPq($*e~~`TaU(KrC^+T0^T`(NC5=g4T-JM^
z3d_taDs&;lHLR4OUE!Dz6-w^*{*{oE-8X>PLQ{us{%af{kci+00Tx9v0CHx+0Rc<`
zirXj7Dv<ntv_q>@?;h$yIQoXj^H>=jGtDgCez8Sag$gCC6nM@L{LZ8-Q@()10<sYh
z1DoW~G(pYU*MhO~^CfyXZgry(ET4@qKH>|*rfn^A+lJIMjprK__qgN=Na1bZW*>WH
zY=N({Cnl%!{1B7DN81EO_P;u5chmRRWqfub0Qt-Wh&ES#^2xBj#3NvnX!2juCe3-)
ze%u#Olj&yH#ACQ{ml8hv>w7VYo8n<&QbvLtjZA{1!}>ylpH#Mlf&>uPfocGv?RT2;
zQ;W!AZ2b?v1j1CQsimn76KbqwcQTyuPL8Upt*vrPFMEIb``|v9^X-fIHJXlf&Yb$c
zyEukE6yUMI>Hf+|`Ej)8_4H~ruVEDWwBk2Cn--{0p(aA!?X#WMboQ;!HGH}r!$#i9
z-o-bzHHZ^gjkL9eFV=0DcNR^3I!M#2vVLZC089r(!Qt*Dr$tSIh`=A`M=lf{{l<g-
z!P=Y^SM{T;5`r+?kCSg2XK98SB(NhAN8(K8eV?=h4VQ26P^bUIj(^KDwCy*ZuQ%-G
zEeleORB5f6cXEF2`BCG)T>9VI^S{yUUs5H|jw8H%?3G0-Mzd>bYCbNp``QVZV%zw-
zxor8a2R`p#lS66-op3(5Ys=E($wj=Q%0H#L$AFzaCgp=Pyq$QM3WbW&fa5R0imOK6
z;6#gSF9-0AM3nv!!vc70y7U8vC@!8r6HU~^M@co?2I`W3Ke5ATT39s@pjmb05FPG-
zj-(I!X@cB947L7COMm&J+-GM({fb9T&^&i-qHZP!rjO7Ns-_z}@~xcv6HLs9xP@4E
z(FMX(RzM8`0sPSt;Z1P%-I@{hZ9j$i5SoBo2Z&`zeF}oy`uH?p?};)TI|qyRe1hj+
zQWjj{m*%YbW_D%ggi>6*@f;_wzo75N*6`}|x1@ca7DFgTG&%3*_VE0&JxNif*4M<M
zF_yBj$Hg4pyS$XxrXa}Ql3ukl&cEmJpf0l*XEd95E7#2Lc_b}(g9PeL-UgotjVHbv
z(?)Md+6n!thSt#aQwMv^ODKy#EI%aWfyMd`9F%b85Ld^=W{GVJemS1m9}w*QpMjj_
z)tgRqU!;vP-9?sY9#z{(ZVoX2M8_CX3gX5adj?Y-h2e13nmpx|Sk~iEqw|U%i{#Ag
z7Dk#*g=m!Y84e&wlEM<DBfN%NWjI<KJqEmlrgfE2=Co=6PPG72Y!V~{N6E@y+@+-+
z;E&9)@Pw1a?_l*>?J!4Tk+HjX@R`~$e+nzvLZ)Sa>I+nWXk(CLhym6Jh^h+}YCCk0
zo=4s%ffQJgtVFB5(C{g@mt8P~5&K4BI?ub|!M2I*8Ii9W-i{{MH;~@`t~C{cGXoke
z6#}Z*FUJUAP@OI|9Z{!=f!Y_j5jhMVrJQ;LVGCmMrZ%D-B6pcIKkkT!u9ly?*j0OR
z{)5WZ%<o%#6G)k0pMR3MLv+m&__Q7f766&P(y}NSS6jpnUgC=vJ69-0b-8G%Z9giQ
z<en)rT)VcHT}Bx$IL9h+!qVz}Hj=;x6T8OEbZ5_r?(JiqoYF_mHJXT(i<RfQv+i+C
zb;OupGp_%>GEnEDN$@~irWqr>st^j|KCmfT73P=p^08BTgm<ix7@v+mTd@4&k;!{g
z7<R>UX~(Ew1@343AI*{{BMi5U4aC@p9sma<e-Udx@)~8dzo}7_V)2{4Oarj4`RYro
z%%}UZR!|(hIv;HW!qzp;`zJ|O*dzF6`Zq2_{T_mf4{jP#p=$S^^vPBb{hf#S(hZ#R
z0jW(RM78Hn<(eLujOT0AdazMx(!D08x-6bvHU)QU_8b0y-W`l%=6@U?%AecA8dj4m
zd`59g#*?8>FCy(f2QUE0;Pk=t5MM5%Pj%C4FtdQ=16Wu;5aG?PzCG82<M~^$6N4%o
zVSE-3^|`U>)r%-o4ZK5U(Ea!=TreY%F8CjjmcalC&``#;5OgVcor<=F<A%J|8!jKf
z5u7&nU|ax^&l&_(s#@L)hq$26DbGEydI`)JeZ2BsRm+wvadvFVUSxw=_8${mr8aeu
zK7^7@7qMuY*z&sad>sYr-=fIZtOY&X;C?cGDm7xj0Xx(A7(7z4`znjrkL^GLP$H)>
zk1sQJs`ApSWhM=pt6*Im?Cir&Hr$=9pHChi->dv~>e*;1hplNV?1El9-&uwvc1cg3
z44%v_x<3HqTDQ$T=tsOjC7KAS&s#shN|r>7?gQmGkau>4ou)^uyJs=5yt9@~{De|n
zRtbA0C_TP1$bT+n{}$EeF0jvL;^FrkbQ)fMw-UX+d$~9nq;B1+<DlI3>!YrHp7J8S
zW{j;QDfX-k<Xka}x|e4XXj!LiP<lews+Zk)=kr=2-l4BsB3KEz2uu&)P5~pGJeGW*
z6deHGU;>^ShXax49XM>*I{+Flf80f?GwN;DXe~LJZRU$7+jno_rWv^99T7d5AR*CX
zP4b!C)F;>ay&@Y0-5$uJy^u%G002MD!F}R>fmS)6k3@bjP2|BUYn-b(7x``Eri7mL
zHE~mn%ualIK5vJvjNNr)4z8oEHA>-kzGs#4<udM6>nm_-e<gskpZ2X$u7L_Oy(n_t
zdy|(qz_TgJ!s>hOTLS4dmJt0O8UJuMtGEYmzh`2qiMV-jxAwfoZ!Gm^WfS<;DWEHX
zv?r^X0wgkDVNgS%#oT71Im0A~G_*7wP~&*Y)XN|D%A?C$#Sd0v=T7JM*@S-xeC`oo
zWyvlsh8l?_NI%rP0~HlV$*FEpjb(sp49aufVAqqPoNa07xug&1FX7<c_Wvv*PV}1E
zK$ccD^Uhe^DvZVPCU4H&t_&Pz+XB8wIexA0*!Q0&`U@x7ji5rgzVa2R&C7t<m+_L>
zcw`y_=n>y{7j8AhPZQwJ<(}Tz2j|`1L5-?mp>|#6S|?O=tt?PdvgNQqg`GX@?(o1S
z_N|iQR`8@(G=52L=rSN$rA+CdzZ^8Qj#@q&NA#UyV)Qo=`^32W!DiGe-z|cxHT?tu
zMWW}Nv=X=xy%u_42kxUzfZ<c;cO6<aIj4iC0=o*DO-OId-nAEzoQ7XOtYV1Fn4+7H
zTz-e(+gsqBK0_<YH4t#D4+7?+V2cCUy>>H6k~I6-KKBx{l#=l@W22>!b(QoUQmc9$
zYq|kepH*C}k!w@)Yojx1`StG)p!p{#A%!&4G-Aie&Ywhz_|OSxH4(vaKcg5GqH9h+
zE6t#ocwJdjY2Pzjy`_xQmegTZy@^Lop&V>FCtQMkdct?FKXKNmFZ`9~Y&`o?1mul~
zp7sEm!T1LKd<wm8f;du17pH#G3cnHx<6i}12fg(4a^_NXe5cqQ&t37}d@2t)51GPK
zGp(%OSN5_Yg&7tHB0s?tJv6rP9-!sW^dTodlJzsXumHF*$guw|rqEz59`stEZAl~g
zYO>5ad?u_ilK$+hG7>Lz&su&~F*QY{My3l$Z<B{P{+U{usCTS#SF5SGSZZqOmeT=2
zpSF1{RHz-K2opd?Zvj<g+;`(2ZM?KbjL~2s*j3e^g>gW&ayT#4Qz1vzZoLfnNgx%r
zG3czDKw(=l*qdmY5>#osiJM9N1E2t?jKvp`CGtiORW5*tgVaQm62d%S?SjpWSKTHN
zIUH|FV`U67VPbGIXa_9&P9!wI$13d=R`Xf@v;3CGOGAMY;*mI<AIT~V{6j)})afmS
zfWDQAs|5wL=FeylE$P}K(s;g8KI!4q9q7X&xDJ!B%#p6F^C$T#=A!j<FbWRM;?AGW
z3GRAZ_xl3~pq6U_%8%UP%>lG(1&tk$oar^Ib|4(n^!a}ktZq&!$p^N5a~=Okd>gf|
zv>R?#R!iZJjZQ0?SC0}5K9v)>w6!J%5+4(=;b8PNOF&3ym=1JSKvI5@#1T2{mSLZH
zK6M3$e4Dh0J<{?0<DqYi=37<EbR4Y&!bUepdnfXK(a|SPi<)_`P*z$!%%7fDAZvI5
zZ|e_v1q#98L{PRc0D7}dS|tb9SoDI)K}|J(d#}W2--TX9lsH}3f?*(~1f^b11c*Nm
z8-6C0Krg2W_JA$N3eZZxSUgM;Gz|qZegx$`K%yF-y5iFb4CSQ|yd!gGqSZmGCWVP?
zJJHhZD0%EW*IkS|s<l}{*ITrHOD6{gRHK?tP5#w(1MG#4IrMz?U;P(O-O5##Ci4zg
zIHA@fOD#2M6GK+3hmmvF-Z^W8MBJF%!o;O<^!6!Q1^Z`j2rVo8m1xqDh%}7NXXE6+
z!lY!6ranBwZrbwaTLrmUTd!dc#WK7)Uq`4AlagximaR$Kn%zwO99x+R0f!Y(%_Qz#
z&j0+r<t<l)cVv1Kq~y;I{fH0NGPX4|m*caAOk>1h2B{q$jLLkr$W)aNznfsOG%%6|
zqIs4d003uDx&ggTUxX&3D7$`k_hjeM0*K3f8qhR9BpV0Ku-cN|#0V{Xj?Cn(PZ{2-
zU3!uwc}MrtnvpDlS|v==YH={|KP=F8<F6U30M%Ul-I&5y10`V?H1+W3>p^<h_BAQx
z`=uyDAab69-75&&zdgHD&UO@o>gHm@1drsT_Ssf$*_lK-<1W^wwS;8?c@V$}kOyg8
z=5MP9Q=k`q5I1HZy_P<cU|BP~gOX3D;{2E$>PA&gBmZ`1jv@XE_YtHz%bU7#9oOG^
zhXuW@gPxYip2e*rmJ9CD5;iG%Kh)nXBS7$o1VVj_t?>n|*U0q7V@=KQbF6wI(Zbhw
z_~49ukSBA@NTXXti815i@56(x5g_aCq(Za;t9>2`2r>Wx+CUfq&L&S+d;bdEJ{ur(
zzXJUO{MH%xVi_?(S!cg{H+A4G!da5N5`DMXUnY)dwFt@0L5vJb4$0ZSXa6+*0lXB>
z3t}LsQK84xMGgGbSv%n3fF%5;)Pju8#LAQL5rh=hejg=YG3LwbkO41`J#5N&*Oj3c
z8o?6?krpA37<1Tue}ohO0zh#_!f<~#Qp6+Z)y^q78vIDnDv;<D$`q;SvqLw7L#oQ_
zsNk@8si`+EA?HmQGSlZV%!vvuusi4Xy}Caj^n14x&=6?NY=7%yHQ+oxAPQ*8!hhjn
z!|8I11XkGfJ?+_jJAx9P@z)<yEK8eyHU(JDZ;f;5dGzYw&*JgV4n?5cgGzt~SVPXj
z&!9U^Ch;O}Oeyanh^uG9*#YrjVfwfvf3Hxk<JKAy+SyY%Dt2Zfr~SC+?^7<KwKu4N
z@U2L~l2T~>SRYy__j~CTUe%wssSx>R@ZK<<Z{#q-&gC>pw5JK-gfGUb!A%6^*n=A*
z%2fh3{xg3DbNrb<qiJQ$`&3Ac3=Wc3>ilIfAmzW@X&5yphtY!kRbF+KOQe<hvym|V
zY^p5pq|DE6@udX1H2C7yPbsp7CV!yEK(W*f^rZevKSZlMtG7H5cs_7ypBNQ#Pu}-1
zE0~KRRae|VrA3^1+!b31!gPDUGuz*7LmG%rpz$hGbn^S1JW3QT4h@vhdwUr3{76_<
zdV}9z2)RF#gUcb)ouMG38LsR9X-Der1fE`4=V@seMyt@`yiT#0)X8<d-KJ7{N1cVY
zf{!G9P=^#Ss16UU&GJ?&a8CaS4_=zKKh8++ypwZmrs>6g6xhZFKpz%&={s3Sr9E?3
zSQD6dGUKHWqT9WF!yQgLciD?p{_d}qzc)Mrri7sT53TK^%zh-KKKcdwLw}V^b#l97
znjnhz)!e(Xf%z<!kcVKCzrMXId4~qGj0t-c?0F>1(kH`it{re4g}(P&Sg}5x71J6G
z>8dd9+SXt~FHH<zE{ze#@<*wz4^>)buzGS>BO@K)O9%F$*wx!^i!+O*^0?(*!DBO6
z-)9qqC$?A-sQ&;`3@{Tg@626!G`$6ovVqY5r1Pup3?ee8o!?8<Sl94z$|-*~OBL<N
zb`j4;Nvt$kiri{Rk$TnhJ4-GCo(Vz<T|c6Cwl;vC+_&ODt;(zRZvb5bC68>k(`t6C
zeXD9f-N~1C$C%=?Fc+U4uGCM~NYYi%M><}LVRJPxi__TWuFR*)G}6djqN?cq_`mSr
zN)zqL@3;Tz7MKP|2NF6jS_c8WibXL>dG3Gb4!#gGk%hY~i>h#qMim4JI;O^E+^G!g
zF+o-`W$t3#;tX3=-hy^|4aNub4Or6^*hA=VEU$@g&?=WBg&M^s0_S(V`w-tG#=@0)
z&V>2OrxX3RZhimV2WVOyz{dsP`+uwPI}g%gr7{W?q&;v5n@&(ig8-8cXz`2C9cfdH
zUGtBazc%t53@2YqNLVZ`^uhDn-r)=0#iuJ*<i}%I^ZSY3eljXL*a$Fo?DO)`<@nKg
z)WMxoyl1G;Y2LHigN+EGJYC02M><2%S09%I81wtTKxuMy$}A|!Y4`?nCcQj*IKSic
z>9RY+2VT8?)pI9nzn#fvo*lW3XGOCv)*eU<C^&P$r8DkccPN|W<I3PR7h@`9p--_t
zUZd(xJllWBU(MnN|Lfvsb~-2YqK_6Ph#?rxfA_6{x4ckR6Rr$=3zPi7kQk_7yD)D=
z{J>V4Y{`x?lxXb{3uW|WyjeFKk=Yrs(1B~XM}?H0b%j}j|IP<JS%n*v74NPLmRO2l
zI;*vMC4^M_6=#IBY0FPfy_U|$rl%{ZBt8UZNAmqhlw6I*GAS*|7d0yfUew^d>})5n
z=N!>RhLb~9y~nmYUj*WVv$=)HTCa0+b7HaBof&1t$P@-$@oyfX48>LF%JF@Ac>Cl2
zEyDFv+#=aVJhqv_sqYy2gJ$|4ZPVgl546ls7F`q1Ug|(Nj0tDM3!h&fVRU}~EzsWk
zku3aA$Q`KBi6^l3*HLo33AM8B6|TLg{CmegJ!3w$E4BY@#eg9n7V|nMcu^&wMD@|(
zz(`BMj7SF=8I8&bg6!Do>GI>!A+NtK4C|IS<sRCej;vug5y`S#3TcY^8-#&MrW7Sy
zT*oRfwdh*9$u3q{k1DL2w{P(v8|=F75ruxY?nWUYQNw$oDTg`)_+>C0T&5V;o3=Lx
zzeyUeMoYml$R}6)+uoT!dFxAno@71TH{3RB>v8r^j}>(CWZuK40z9y@_Q~pVfAIBJ
zl>0GR<lN*C4}23-aWtBZ`TE-wof(SxHW~MjWA1zqPoXXMrP}wsqWtM;W5~Wfys#42
ziRdWbKluLW&>XSvB-O9sq$TPFkIS)SGC(kVY*|I50DAuiv!+;CW-)i@%F&QR4ZiXO
zgY-F`O6(NhtXskAA(D72Ml-hIV6!7HI>cUg`>TwROewu{VLqJ{%l&6<{OWBk6IOb1
z(#|c4px{?u4nVKpMBWZ6bW(cd(z{FKaz4ZG7u?>jUJ`sTKo&(;!anX0uIVUXa1-Z%
z;^hkAh_E{;7Sr2`WsZ4TVxa0Hp4wbIH%$iTcd-jG*GD6t1vRbLzd4jLTyBzOUX6F)
z>pJ2CHMyRXSnk~wo!hP?rqsw|m~5NM`(&)eOlHvhO2&5!eP7<(ZL)&|>0;+gEdKer
zt}q@>;W#ZHzj7mXjL^f8iI4i4u!n(Tt7X}RrbDLbXE6$xuqMU8m4_4AC(;aFGe8#S
z)F5aotI~vl;@Wql(g3l%uW4*9by)Iw!{D0mooIdG<}7h%%8d<EjJ>-aR?iS`<9Mkj
z(C_)ZK?cHm6H_+v-t@VQ(>~?9K3(`6Eq0j0#K=ZcI<VEy%zCj{W~2(1mcez+r_-Rp
zSAj(Q`mrtcSudOHi^3q3iHWJP;Roc^OAMlTO_j^tfjYg`*TW~5?#uM9M63oksz#$S
z2?Xg6*yBFevAhS*doZ1IcKpiMS77ih1~R)NTu0<+8XeIl=wFjDGaV9;m&t@#IgEPA
zo$JkzR&ZI6mz4~@w6nNR;&5LFOTVIqF6*&Ac)qFv<5w28B9p%S9EYetXbm~Sb9-Pt
zE!)flrIS8#$-{a?YH#$Wl33&8Tf!N3RX_e*T;WDCD0EG9rIN)G|1{{4wP{MQsUxHk
z?xAFv_@*vFx=dcSF}<q=2J?M}Ej%Zm4hz9Xmz*5sy{4aKmnWJgC1Gu_>?no&-7&Vg
z1<#sXDx;<PO!4X9*P#iQpo{`@m+#T+G6w~%MKfbFl(4U_i^28M-suS{?5MP}*?l!%
z!$+5i?Xt|EjsiQ&6lhFO)^vJav3wfKVQJ(3z{XZy_b?l)QI+Pz?)ss`RvqZcf>=!Y
zylV&(Dp~l`fngKF!yH!PFa<_&<`epXeKuu_4mls&B$(7>1Lc-l8qE0Q2iiU^Vw^E1
zOwsu&K_$A`5PPtfMCIW}rPZx$>WP+?*xW2eSq}KPMsl;J3QCqa@wo>~6(otef{o5j
z1cO30h<n#Y=*Gl5(P+L~FSj%7+0!an%PICSRWGo{dy-|T!*-kO32Ribrz}?sf8i2*
zdT7C*lZD4Y+yHj!&KQ5aJJUz*x`Bm2*6#DZ5<F-AeDN)4w!ZQU@{W9T5<d6s05L2>
zsPgerM1GRte)Dbx7?*C<YT$u^3821k?0<EzMkdq9vfff}C@W&k-z<8$M7osMG!>pt
zxMx6t?_nxF^cKbOe2&myEAdBSeZ`K{9hKUv7UoWl;=MPObWpl`rWo{sIQKDCTJzMu
z_eju7Pu0OjiYG9|3sx<-@MKnJ%y(Z;8eopr(G<y#w7+)lW-E_aVsmVAG$(w=0~1*;
z$3w|@{K<B!?Y(zws%<rFc6!NLnzl4@u*slOLRqVzDz7-#q|9PzCj41=I)Nuj2I3WC
zI%MwCgz7bobS=#Nkqa$ux2a_j%R!03eVsdWEM*(^?E0+g;qex<R9SMT^Xc#goIg2L
z>8vw2=VTkp?`~;{GPrz~i7B#kf(eh2>kyphE*P|dR|eg+q6iefmG$pP)r*8p5VrU1
zVIyGl()QgcmxiT6Y^bL`!~P5oaZDL3-uN9?*P}5H(&6mPQK%;EDckL(UM^ztj#HJG
zotu4t<R#52?>;LkLMY&5-)^mhs!^~zro-#c)bR{?<-+-BDf##1`SD_<^8O-%VUZV8
zvge1QS3D$IR4aV@Zx#qfL-vGXLtQz7=c$`Ek*4@h!m16fftjdc_cwgS;@r7W&g_sz
ztyv~)jQEc2R(@rf(_XDM{LFJt)_1z=d_$!esYlqU=r>^#r$dJ7AGQfd<6GjIyl>rt
zzD68>+mv95)a0`rK?r(D{BaeV&(Ep6Py3IkiU!8EZ9xM2qRT5<k+I;{eqt)2TMyC#
zPwwiq#Ezu$hAuLGBt1B!@;qilXh3K!;7=2YoC5?8HVZHQ?eDTV`0;P2QWGyB)y0R{
z#WYbP#@TqeT`eq#{o*=uN8gI6x$0;-pjzc-P2AF}c15%KI(aNEGhyXT`oi`R2yyD^
z0xyVqfB5zvkA*QyJu3gifQ2te-tr6yuYOC6ELO+n*Ww)qlszzlNPKRCf=|)(w&aJ=
zJ4Q*0%`X!)#@Gn{qb5-NdB^^ih4()=%w(eRC34*3856vmSLzdb@z9Fnv$$90<cs2t
z8>9%dnndMMC9K}blbAD>!I^tRp5M(jx7AdaIr2O-$xcAYg`L^-SR{kRep?1J)&V^@
z<P4p=-1%-cJaSdMOSxPuz@NKfdU?iR8>ceVU3gnpQbzVv)+myX=e{S;g%*6Ltha5G
ziN-lq?X!nmq~s1Oz|)1*FmgVfjx%OA&Bu>HcKr8r#e1_II8%3DiK?+9j;$J~@9CKM
z?799bUD}%^tjQC{dF9bA*rDsu-jYhzm6=iU&vV2~GW#5>8*+EP&dyO+u!Rl|aKd_W
z%yi+GlpfYa2{$C{ihmC$T#`xM{rau>kXa5Vgc)li?=Do4Q`}oDEw(>h8DB&$*2utZ
zit*fNlE)5Ocx6Z{F-o*?E;$q&6OL=v50ywAw-@s8GxjB~As@YWlQDbixX$1s`s3dF
zQaK0}d(5<=(6R2reP!QAtZ}LDWz=;sNGil9<DtcwdeO)C_Nt-mh;$^4^CpVxO0`HM
z$36K<nVLA+q<2Okqs^i+<T&xXW{mGSOvDZDFylJDIh#PR=TC<vy>v{IS(xHPeZGxb
z*tPOUW`#v_Hin<~k9f4vma6Z;u`|-rUq7bcq3zPyHFyn@X=L9+zl!|t6RJ;`bJJgB
z^Ak{}><<#mVz1N)R*pVnlL)HxO)>uZsv;|%;d1<g!ot4t79{Vcy2DL$0<2e@!%FOQ
zeV(T9`23nUv-pcAat^HF+2@@_*>a1SnIdD0FLn1VE(XE7TG$M7J0z?323;h45HDBY
zfN<Y2RZmjeitg49oDLhQ(X6j<B8c}!XIw)01zyYMzhzMQgot!HK9I;?PKe|%meBQM
zfF{>#k7QixWw$bW_B<msvd~8VK_rK@55F0!41{;BA*AEUIwOq3_Szp7IO@d8WMM8L
zVyrKh4rrWpPMo{4J0+^&%9W-s@h=1|NDJH7i^avY8qV=KGS+6s^%Sr(YkgV}?@l^#
zB;e*czE^Th>7ZxLO2pw8E(ER)RCi#1DP!wYqWd$OPIrunoJIKQOszk$SW?9%w+q9Y
zPH|KBed5oA$KEM{_Tpz5D1#@i{3b5`FW{Z+jUlic{cR7vzRk;8AD<4D2*^+tyM9fV
z={<*A`W?>5b5emUS5;$A^tG^vfnN%ISSkFt$xgJc4<>_j*N<!!e=%48;LORFe9Z0M
zb?xJh=ijUvq|OzXAyFs;RxwsN71a^Ww0s6;&D_p@EtkPJ1OXXYQy%PYOyAUKq-#fv
zTm3^_ICAc2`^c4KwKt!{j@YLSdvmMQXti@{x2IwDd~iC+SK$1Ny*stMqttP!gIfW^
z+Rdp8Z-nV=59aEd`s4k*uTdCNJrg?{8xaDt#vd{*yi+ENoC(gJyhW33qJcG$K7K3j
z-rqZ0V%{QQw0qb(ri}4z_<hgeBbJxvpw^8MQJqSp4?A?rYQKO?R(7h%PNU<2-;ncM
z?S;2KbzU~eKR@#E0_n-|Xeov)2`{^romhBfrmuo!Rr<*mr|dU7;KkZDrHAo_5Hj|P
zc}2?^mqqhbc&*&sAC?)OrimokbC3fxY8tcqWb5T1)p)%Rd;LOI7xIT%x2IR<JIVx+
zP6S@-ZB3&>6$|Y0ZMpe}O;{h~pBSM+ZZgh_6%z%$oa*VtC<8&Q)uY~CpNy^i)V%b1
zP1}y9^6^*lSejK@!I~<y?AS8QWZ9XJOpQCSu%@t7<-NB-qnTc0B;JM}BX_xs-E{{(
zA6p30>**(PyK0M3_}V@$o>P}#{>zi5W>>iDLIVTK$kSLXa}t)DJe#E^amC=?iFDKS
z7LDW_Tg|3Qh+)Iv(*EdUVMk?7lVJOAay*3F6pNp(sf542e&fa3?!0UqtEinmKY<Uz
za47JXw-Dmx)7|}{*S&f6wz}JHDh9S^2S!{D-~1AL{f=9M@>j+`e>^#%XJb=(VcZ~t
zFZWHAE5Ff$ZD9}XB&=kSHOeDiIXQpex|2@9<FG*}-|x{mmK`cLUT}Y6pLcl$cTeTV
zVw%rmY@2QHh})GnOX1N**4Yn|it|&?RgaYOIP)QVJ6yV7=tD*+!=Hoa4rpFG%wMQu
zdRE88glUm`q$%(dX^iQ%hdUH=UHrsT<K6>SV#&&jEmyMJl`}-wdxu(wFo&8GqHf<*
zzv(i~vA27n&*)DxWv!v*SB}0+CU_RlBd*5h-wg}7RKz-d)tpd25e;9gvQqyaWSx6F
z)BhXyx7pa{G$Rsfw6U#`LlL5F4()(uB*$XqP$JE#(qZOIY1ZZt3T;KHoO4Jy_03^P
zl2eFsh(x85L;ddE_rLf5+aG&BK6`(z>v}z3ugh0!bnWQ-Q@dxtwE{?)8CjhNpzMPC
zWb5K-G)F&oH4&GfUE>&OLZFcvYXOBj%8t(ur_Fc1G;2c2^9XzVVd&3$v^$jo?zw&X
zw!(3NNsuG%JQ$PdGAgY**7n|J_4SeFE?Iq9vp)3!gu&?UzSt`n45}R;%NgN}HQ5J*
zm0CSd#cV#jTk(J)vrAt3GbJtT0o%-tx~phQOD|6CsKjV>jXePsdGpuA^>iLW9K=xA
z%OC@r#?aA-!m@5=i>QG`w*=ed7k{S=^BmMpP{@aGehk3Fsc+I%voPB<qH&9@h6)r2
z>1SL8`~Aqvj`%_7t%4RgC3y>DrNxPht7#h!hByi|;EpZ~)4<~$%Aemd%iVHO(xT9g
z^Ox<tn3jevBJkbQPEwS_JQ%vdAL!kiiR6#gsO*p7cQPd0UZI@25#eBbqP~O}dvPdc
zX6|v*D=4dXQaxhvb!l8%?PAes`dG-0nC6F)R^<6#-;J|pu4u(ItgVsxF3)Oz%_)%&
zeZ(>Oi&Nz>N<)Cf=;q0^Z2#9qu?jCEj80n)-?F1Hklhj(rbQj#-I33K(PR9bQ;FuZ
z_9zj*Dn)><#1QCZ?>>C?tq7}%Z+h0@dQE11%`O80MIk&zLG1SLQl;lJX$)X=G)-El
z;&e42gocn@!2ZOJQjj@AGrk^Gnc7M*5|xpckS(`mghZ7Am1+{QjLxh!q`B%XxZ+)_
z<x7#CC*#iBCDxX~bCEPA(N!Z@X<9z<Yc6N|>$3_N8ZbRW-lm&rM69fMPQRh}s`RZh
z-8M%zpPn)?*rc+be;1q~yA8OetU4ReP43rDp~vT;aY}aag=q2n;Is8L_Fk9_FTGEX
zT5liPak=8Vkm}mYBm1J0f)4j<5|RL(!q{{>^jN7FuP1LdtP!MH@N3L`aA)gdI4?)a
z5H#_4ckXhKS>F}Q$x4Z3<gujJj@!<ye22{M!nt8jP}w((0do<2Go%Gd{WAe7a<v0+
z?kUaKAN}nw7c-h-YusjMhOpyPE7gM(>sFJupna{wVeIvNwKW8odQvZYSEJ_0Fml5;
z<#^|*31bJnAT+uv^2R0}jCmO08{24R7AmqB{JQ*WB{kmvQ*JCP>cgG+fbS_u9R57;
zr_J2(NUHOCLQ|ApZkgA?a|Vs70$GfCbAnC*f61arFLLIn?}*Hn3QJ-H(4%bupxPkg
znOc@NvH80%@()yvLc!nxeBhh+S+f?EGf!10Tyngo@5#LUPa&rUXz6Ka{>-CQrKtVC
z2lbY*TJu*D)=cKY>kuHQuEV3r99!=*wZAL^%GA=9kxV$(kA8v=auiiW=)@bX4yuGg
zh64!%ZIhKtzeZ|OsllvI2eqz)CO!+PLUvkWwO0s^nK90d6emAAeCctSDmioMJfQu*
z#gAi+?ROtBxp8}(r~w5JPx{<nVyYTiy7lq@n{k*b^I*UuA>1iqwX$sN<+_w&C83k0
znv7Uz46)piidj*AH`4Ho=b-7v0mvK-dw-=@Kk9^nSTh}ihiAi?d#egRkp3`Rm+YPb
zX55kqzWcyF2f-#Qh+i=`%wBbk!vk@qZ44o9#AYB7&4bbGJdu#AD#lzRlE%B-1J2EF
z%)M@iarC^61{dP75XV5X#2Ff2?KIVuUMCvW+vUw=igDCKQ(!)zmJ=thxJ^ZH1@7Fb
zpnYAj=Lf=GS_A-EZZrVS3w^#QXA22sFw^$CvjOC&o!`nF5|&={*vHC#oJ^6Ou=<&@
zYu74CU0t%JVhq^yp0RDtQ}2AX45#RUEYtT|=A?!O<YCtoBa1~cFsqC(f0t^pyR%yQ
zy!nq$l5{5j8zRUjqfbq>OXo-}7dG~nG1cz;In4yb3C(ccIxr2T$q>pd5JITW+LBjj
zGb@F?g=oG}3&^U$WSjK^I8((~dD7M6uxy3C7rFcsnIBVQgEo=y?;VQ8b6A6Dm9rAr
z?}#)Qm6m|rht>dm_*UP2aF<G%c5Ye*i%Nq7kLNrkheZ?&buaZ&LoI^|cmqF60ALjW
zc4@fp8ZE?fUb9=|0WK{k-_)fJPD4!D`SNm4%$q;>9m;4`jnpo-%m{jw6C4yXJNWMi
z(f!sBUz4hYWLrIbJd-cL#=4%UPy#j~dx?EbDF*a*Coy;~@C3dmFV*GD;_O?qu<n^e
zmA$xK^4<c$jPe9#z*nIxATqYe6S*fO<XvHWrNN;C9)tQyC(6@Ya&|lo)E2*}2Fcw1
z6JM9L4O13C)AX`x<ll}!Z`saK1=D5%acIDzT1!;(OK1PwtM_qKJS-qD>2F7q7HBgC
z8&ymYrlsJH3tiY;bCk4>O!!vWpj(V&cvzFkQ5c-WTS|Ml^UhQ!&xK~;)dgH@bSZBn
z+XJrkCz;9H(4Mm6A%4sQa0>3-;3R7ui=LbapO(6-vPUCejO<ku8hfv|C5z?Dxwu`e
z(tm5R)sH5xfzh!h&-{G|`{E<IA9DRCeaNIUDw41VM~s8?y=hEnum{WV@;BPv-4y|$
z)$RWs#uZ|lc64;jmM8^=&%}S$)o(fhr}1xpq;yMzSkT2sPssH4*-JVwOD@ZU%TwKI
zMFL3WMM+$_(Z;h^&$1U@LF^IX08~hO`<dDAdQI_|R=5(#UAXt=<o5Z`XX@WgreV^q
znFzW7TdvM)7E~<p;g4egS*$P+fGLc~jw^W48K+Q2poh2q+Ua@SM0Uy2Soy8%*~qy;
z9X<=-O0Fu)6;v20rPqh8*Y!E*dEUsaU`cX}e#eGhcvdkm#x3u#jDV6**_Eg#7N{pX
zL!2{4em%SXDeM^CuG>>Vgl`#EcdqG+Tb6dyvdk7;v=>Q_6{K)?atmr<bZmQUqHjmp
zsJBXl;}OD#-{~1TW4Ww!Pw7d=rkSJp0OxqEixX41H~Oyi<ghOopCLU2du(~{d?<uL
zLv-!3uaL5hawr)14~T_26ooCLYT1qx+Ov7z7=fiorc@0B>INILOWaL)g(Kd8)`@NI
z?nu5QUzQ?wqygA-nu?a)2Iz3;%>-KcZVVqC-`<C~TVI#i{&7P63Ko=^mn(<z9lzC{
zhcYpjolYfF(fn!tvAj7j6Rae`wPNheQntyVtT@dDW)tgjTaY8!R2O$Z3AI}$8Es5a
z2fifLCxW7shTeSb#q?O6suDv^(e`9>)>Jp`(Uw7t*A}N+Rr!IXoU**#WwdlpnKF7-
zj7%eGEdG8;a1gDZCpH0;>7HawR(bHZFa5?1_<Dnj%9dmqR5s9G+5;fZ6tR0_O!n6#
z;9MBVU{R^zySPN2T8_eENmiUrQK~!;4<}O@3gRuGjOWn;0iVcH<F||y7a?YcV$`2x
zimc_HB&5O=*~k2}5!;s6<BI3Ihu{Z(QxvkgUtX5Z2-(u>ILi==0*KM&!e7#nyz*aO
zmc$N#=~QM-vz6#SE3ZJAHDJLsy|kX0p3eE#$wH2GQEj~Y`bs2<*Z#@0zI?Ztdh2RD
z@fGcz(UJg%b$yq2D#sYK-soHq%_$Dh3m|i0{#8oM^AIy+`=La6&n`ol?+d_mF|}Ku
z`j@v*dCALSC3U>Oui#joEiwGq!Z-V0sA8OV73WFM1l4?&M@v|o+*f~&T}8{$Ki$YJ
zdjQAV*BII)bpj-Yd8f7|UM(j|*0`=$`yTb5a?8?bdAfiHa1aHh3`p8e6B<$O>7rsF
zVCL!ic7{E+VeR(UXx#)IsWGe%^Dx9EKzgr;C3vRaBX8fTBG{(%^6;KT&~sa6bj^S;
zW&*mhiSWMoDY`4jyQ)-l`;WW&-Y_O*{aS~L)v575-qkWUu3)V8IkNSrhq55Mslv)p
zEPP-RT$cs~Hh@Kdi;&)@lT4xyBuRu=ATr<)iq&FxHIGCAXY6Agt;yPGH>3(mm_h)V
zN*M_@c0<gh4N5*jdBR=K#6hU|2{ga0J+I=7;^Z!{F~#M&aJYgc1x^+m3v#_x@Gy9k
z*afO|D5_~z!QnUS<N7`@)=l>$OwOE12NCI?Cwa?kXy1O7J)kIXL#X0ZPj<tJv{Y}U
zRx0j!ZZg+<@W=7F;?*`1Qo!qVXfZcxSqa;}H)R?y9zd-YaJ^ewBKFLN4GDtZJ&T`;
zEH}V1t4haF1&tY5ciW&MCLf91VnU6^imHg_fa@Jbts6xnkAsqXwJn>hE6kfSi_3ox
zc66j=i{*d=UxmWlUz-HSw&l(}dW?GvOA?*0Cc0-=1P`|Iw6qw7@^I8mOS^nN@9sDB
zfef=$eIr(r*#8=rf#kQ0bGCh6^KG8ku9}PV;N2tep_tAw*@<3H^Ea9R6UeWKS9e?f
zG><%*n&@!Gq}HaM>2LYGgEu6gWgAUlI0LmcBLyG)F8fD;yp#j}2z;ZWX3kFUojb>N
z>N>v94&%>pPoV-hY@tj99m${i&Bb;O#0QTIvz0DCNy&>;6+DCk1Nz;e@VcUW^|Q}D
z<tEBAAeKVG0?$*&O63XGD?OVQx2J3;R?e!e%i_u;F>I?zcre2u0NIyfzclZ;L@?|F
zTHv8hZLwhe$*~3n|C6Vm_PAy2#50Q?F41^QE6$zjGb)x=IZ2vla<f8>W36poJT6zU
ze4CZ$wPGy<U43}h>2cn2zL|MDbN+_Y3(N_HNx-3VLNyLZ;4TKywE%J!F)AR^S(dIR
zkFFk9Sg^8RqGIFb;eO-<|5&}C$a*iIhcv7JL?zN5$p*0<k4K4gr~qW_=x9d!I~)v|
zdK>3g#764xe^Bjw-rx4`3!}asg{}x9iYsjZeV84x2LJV<(li29at)uSTJMkpZ0c4_
z-!s2DxkZBkOfg^`B2ujtJ@HLqUGt!UkeA<WUhmVpSmExjDf@bYK^bCDflFbRqLNRz
zaqPB)Pywe#o6MHJC3#E}CasY&){$1DV~Kl7{ur+<SuQ{n=Mc)r_4&2mTm$nXN;2$;
z4U5MaKs2|gP=1R=``fj>!_Y$?XZ#KC)Glp!PcY&Sg&%iB|M@H#+nh`%I(`aGv09Ps
zgYf1d4eu8|$gSBK?JxmHzMWdTc(hmJZQP%Ag#9m7q0Nk?bPKdb#ETDC6sNLq_Crul
z+=*FGaAZ^H)mPzudulB3ng%r_Hkr>W5dnsbc>LAV_pN+W^+4Us8cw#4C63Bq{e6dU
z&-s8;BKX?r5z9inx`j^1$C+(puheCfnD`}hIMu-=nw!V&b6Dh)-ny5)dDI1vA3h0o
zI^IptMaS=|&K5qJ&oglVqn~`okv*LYJ7w4B5wl+MO07p25N_`1pz<Z%<`O1fq2^%^
zsJu5j78eK}pP2lqx8z_6Q@UdUP7t7j@H;nLRCyU!LL*uW+HlOacYg-?$>5r*nZkA_
z1*L#8{TFY~ZsFf^t-bd1jJ4wWZ4r%8Bi_YyM?C2)fzqn7Evc2qS)*I^^323w408S^
zTO-fS{n@)+lzN&Ne=JA_FgXiZT53(dz1QJXMCKbD?JWk%PeNNnGpEJKVFYZca;Hfo
z`yJj@z{`uY_IHWCf67U$zo@#q5)SV}29^2{e<xb=9l3*%(++FTGkNwi&Ur$tw}8QA
zODnJ(R*B#rVs@sgxxiaafk3hiSnTyQ<J+0MnOM}uJoM-AOS1A#>+tvL4{8j)KML7L
zp{cRUcJ4E0!~A<mGAxP(!CnPzNypQW>?$CT&-3KRbpvn?J)jZ_0If~|8iqM9jWvA8
zs}7w~BElI|CIX(atWl77{ZAFfA+7SnuH*iT_URObZrV618?H(Hr<$ktiENi?-v;I@
zNp>8&A$9WDOu37#lKp+lx@ABMvMu1@ifX{N7U;<<bDvvPTj=6fsmq9I?%Wao^$?#&
z-wg32VEe*6<8bPeDKyAJnKf?#x!J)b0rQ#KO`o+@-_@)nKV-FIbp|bu{-xiDj64%b
zQjN5(czdMoW%2$+OK4<+mJs<W_SecBg8TAdoXT4CjH;TUr8|?Ie|N;!w)j6uY?IuA
zefn2K$rLs0TI!dGzdj#ASOS_meer$H&<%~D*R6tCc5la@tbq$Vuz6gf8I%T<d)jVF
zqE|1ycv0@3jt30vA^#TL)d;Q;oEp3w7S6Ey-0h6PQGoilNE9H4D&PaOWc$KIDid1|
zjpZI&y>Q^iXtTKLe}Jwg>%T8yf4AR^VM-5$xUE5no_%8BV!ZapEq<@^c6<j=<0=N`
zpIn95SrzPK^MRo@%W+@k6bLg3it$Dhr+19&7^eSyn<`Bl^!ax@C-e6`>0;&o0iLs@
zJf6Fo2`+}<X_Fcm^ZmoPf=6&LT3*SSEoq5dUskABjIsE>`7<SHKGf_~*zzB_?<Vmf
zZhR8K4iWyrrtmlTUx2!$ZMk9OGftsVY}%1LOLvj6rB9PUC7^^T_rQ0V{cWuE$a~@-
zYaKDxyWad2>`VzLvtIx30g233;44j+wVL-CpE*CMfrYV)=DsD)9MOw3Ei^Ze@U0(E
z52#-q{r7nJNummt$%leDMIACMt3P4g1bTt1-iew{L3xL&We7eu{;W{WoFSir!4Nqe
zXW-%)nwkbdcm+gdwu}r19!h386hKqO#POH;#tYErD_jGiXT8R=-wV6fHcRXcfl?RR
zX_}yx?oFdUbH{t)Z2TNr`%w`cmXgJe*r>7hK7|LcsSB4bN7(=R9jHs9?=pA_CsL+6
zG|WHmpY#XOg5;maKAkrjvLrq$N~sR<6Z{SUt39qU6q1N&`B{imd)PXw7#pkTcPJP5
zUA^zwP-Q4dt(z9FL{6J7y3@OO=%K$<5$A|-=oBS+UaWQp3bhXhd69-`|EWIRmq~*3
zT$3LoA*-$>WDR}*Ma?Jz_-$zB?177=e7TPeEa0}3prCn>M-QCItZbxo^EZD4?!5KP
zDpxOJe=-LIYq}2pcbSpq*J7k>W3+zBW<MpZg!WF#RPSiWRSgWw6L@+LnIBiVQ;o-*
z@;;B?J^8Mby<N$%rB&^d>9C#`p5p3CWD49G7)k(_nH1Bby1Tlgnp?r3346rfgIS!J
z<Jlnq9|vx6U0Q&6EYro`sl4TZaloHKitK6yGv3B?d-+G`En#vHRd$gm7qRquxsKOX
zes{AR_-uVq?&arSRP+{_6y<5RWoAu!mWGc$o7G)>$BJ56tG+my_L;$~D)YPP4#iX}
zl9XCUhfwMRQ0XASL7#=pUrlujd3{27jCB0rR7O{BB1jH{#g5#X!hH|{4Lm-OmmljJ
zJFvW^hKhQMIhzOw_vP)G4PXa(ITeYeaB|?Xx^&|@=IEqz$=*_HF%b47S~K0w_`ucD
z4@X|H>Ba#Hj)7Rjj0Z4*e{^u$bEBZ45WO35YuCvyC;Bp&W~N9{iUJI-H#Iin^2F-Q
z9I`C(hM8%+(AW%oubOFRTt)WGiUsyGp!swRQY^ZIG9ta^DO#9WKb&3PJDFw}{QP?S
z`hIXi5T)8!e?7;D8e==Dt6>tvy80r>g1z()tZoBc`Z1@(%cJM6sAEKsEw&NVCh&}X
z|Lmyf?&?lYJ){`bNTsS*zIXgGr@YZUj=t-KLn-tJj*X;6X{e8{Un@aLBNfpg-)sr-
zGmK(z=UPg7_u@Na{Zj*p$dSaSlK%k`1zh<v!6-REK1sFObOncVjb&cptjOr9&j>P;
zb<D4vDw5ZQ5%NfMY__~=j#YNi_GzJ3juFe8-Og?uj_V@q?@@{vdqiPTb(5ASWsdoE
zU24dpnlP)CI<c7K`*5jBh)lpp8CZowZjtb(S3zobf_13?nKy!CFA~X)%&l5Ht=L$F
z<-xumMF=Ldpd<4;ULuVgM44D@?haJ}AM$2yz02}gnuKs~k-YdawHu<$iX=1|E8x+M
znY5?<Foq80%-Ph|m9Wz!7TxRdQWCWnF6}+0`0(4I)f2zfKQH>Ht*Mbb$yK1<4$gVx
zE5&z<VGpl5x-;G7^H&UCmm2>1mc}p3AW^*e92j<2cm7BV0cP~O;mbL_lSW~opUnq{
z*kg}l2HMj-vN3py1r^1)xZ{|>5oTAdp&Jjlo$mbg(Z_Llo~S4Z2lE8Ps=3SkYZT@G
zh^ZYfO7ndd%v$<5G#8@A&sO43ZeQTvy&Q-ks&vkW=^|@_Aty2VGp6qZW1r#tx-+1d
zut|8f`__l)k4(Ab^V~`77uI{<)AsjWz0(D~=K)zu6u@~XyM^j<7~{cqyZPevZ$5ur
zOa5HDyX<iRzc8IcU7_I5{0(V)fJLEZHSO-NdMv`-!oC0G>JjZsz`HCyMmT!B-33}&
ziexM7)$N|cp%t}F4yb<mHmF^rdD`7A;uD_#_%hSyLG>AEStJrkQ$rScIbbqA+hr_+
zT?Bcw-1t2++0%SAhEycO(r<QrRt_rKtM^9L&&h>Jx9NOtzTM+l`JN>5T^hp^hCX@A
zI|$Qh^x0dDtGr3w|0{(~o_%JIvj<Tqc>leaq!dp*(u2By2O4M0QOVzR{Bhn}4e?YI
zHVAA*uT%o=%nGvo17!N8QBk5wy_bxrvyvSq@&W-aJev+$0Q$(Ib5OP|6+;v~cN|3`
z5~C4Jnz+PYGybiWJMtlg5hxSIJEIVJ_Rhw&+o6$9=3s>_E-WUDL5X1lF!>RHOT+9$
zKdu*5*Xi_)Tq)kj`%gNq@*JJcP;n8y66Dyo#hbK3eUPeEeEBDYHtGKfv+FQY%Ac|?
z$IdBa_nKu>4XZhSKSBzAD1Cskg#=u}L**uPR#;Q}n3D=cTt=l)>1cqdNcrzcBIwS*
zjsB(2YNi4Knt#k@1=uMkGhzF9tL~VXwDYvYt2G!kUK6Xct?wga4o7HRku@5c4}*+x
z7WaT%s6@O(tq2%o>G>ooAJ<Ze^34Fj!1ltT@?iPSRVWIV`9!zil+EBEy7y{Q70$k?
zV2TPj2j)fp+Zh^<0B?a{%`gS~q<*ataAST<jE1rOuk4*TG-9b}@A#vz?sYp3z&46c
z#psTOvF%K%O)gzEhTV{L7Zs%8b#e7HPwD#5MZ$FU_K1OcBbXd(uN3NC3X>{57`{dn
zC)>c3ue8`wX~X8)ZDk`5MWGAj1KAX?dN5&hVrec!8d5soF2>RHXB-ADQYQd3&*A#o
z-<NM{%z+Q#f$b`#{SzNwE9nOL2u<B8JvH>#7)uA;6CSR0kQbE5z6-wbm*^nRb7YD4
zfEV4&R2mt|J7~Om2CH{`e030WlnI1`d9dJt1$mBdWc?RKd0qU$=!_jL{CnF>^NlYp
zU%m@g6T67Sb{lxfi`Av^|4Kft*PjJbl;RVPc{GIes5kjNJ-Va7CsrqV+AzilSX~iQ
zuLuF(YrGpVi9Nc3B)DYyDmkj<1%wM4NjmSaJRb&)Ojmt?2yZV?apH4aB1*Q_9R^p1
zBIn)WyI)H}6*1`5(*&cV{|I|+tjJF8RXoPw+#IH<soRw{;g<5!y-h9K&z$q3z-jMB
zb<t+Jq`*@j8p&`wlL67!h;R1aYQR_=s<hNJGkCjy{IVQVJ8Ua%tfG0XuKmn)TgKon
z3;^I)NCSZ8n0IC3_<&j6|9odK9Pd8vc%OUXjWD~rGs6jSxq4Yr3785yF&s!E*`fh1
z`4bQfvr{_Svcsx>XL+v3IV&9GpE@i&i8J)SM}M}e{p5g~lDE3>bURZ%qb_mZ*-xxV
zsVMFKw8zMYd8RBZ)*`iQ=b^mk^r$P!aw%d|60%0bnbhum6d$kr@nCa2r@T2YzP9%J
zl^L*G5>OyMZk;a&-)<yRNaubU2MNSE%=GJ~NA<iM-DmK4)RrI@hVmw+Co}NI*?O*b
zKU5w<MN31E=pikFQiGScS(35CzMDl!I~$pFz6gE)!*_(cj5Wu5D<8-<i;CGEcl%uO
z?=<i#IbK0K2fXYr^W)1K$sQ-gh`m}lVZGPBy`ON<HSz^m$*t$!*mJ9A_le>?xDApC
zpBaP2S;W>e6j`vRd&)GqVi9NS)oE<u-X)QW)NEU$H>d{Bm_v_XX-vtUp5l37@>o$?
z;7l*Po9igX!BJO6&@!|3dIMjW@$c-ptyZ_F72nj8yImV;8^$Hwc+A7f?!pG&HRxFy
z2aZZC`%#v87~m-=R0F;%N_Qiac;<>z{J5F{PJ3K2me9UrSH@1qr;dsE0F+w7<MUL?
zYANSmcnn9x=S|jYCGXJkstpN0jG$0)hd!eAIk$kb0@wfpCQ*Zn8s>#}H2<25SYJuG
z@68k7T+C7cT*KbUeKy;-4nmgbdq2F1U+Ok^ERB0Rc2xyn+4Lo*Axt8V16QSKZIQ)r
zMqW$WAZ0d_v}pC%<E-Cu9U)^=>4EZ)ebP=~{_PcKFjMSBsxX4GAvOIIjrJ#U0P^8i
z{B+&+(mI9UDk%<({Q9><s@K|djnpW@<&l#+G^%szGTT~m;zruJ7-_=I-tvuGqLq~H
zqYktF4-g#~^6xjqlxeS4*4EU3W3f1Z!fSt>S9v2Nb@hn(By<8s-VU=nFCf_BI~GeP
z!VK&yaq4*22E71_>6vEZ&En}>uP_5l7<g~|y97(~<4bRfISIM^NMKi&fzSIJx1|X4
z;$4Nj{<07s9Nv>brT)`peJX|gR0g|lqO2zV2iUPs&_$pfF(gUxP%hmvi1wq*={-oc
z(GEnVx`_aujmcrrJ%4id)yrLG*sE#hwPpQDXWy8pfQ*bketbyI-^l9c`hk}|?E^e{
z%*ot!wWMP~ff&rX*;?BSktA`~2WeV5GA%HN9{kXrOg9@x`y#?WF;}%3=9l_k<E3n3
z$*3g($R^4i#B3hzb=sr+vHN3hRK#l2R`~UE3SG3k7FSd?4=NK(@LGSWg7xN!%5YTF
zFcyMd@WFv~Ec$93tJJ97$OU$5ZG*o<!u+KMyS8}Z36Tb7X+2+S=FH~I+S3CyuC6}1
zow`kX)W#5TVhpM-1<Q19h2*A{=4KgEI=Su@cZ`#Q>5y1vBzVRuhl)vRiD1ESMvI!8
zkNelz-=0zz`ua=AcG7?;<k8n<Fx2ohqE^Fa`{q0*jKbs|Ja@hQPa3;5xyZt~4k560
zK*~M>tnFLndrvrf^8qlp95yoFZ4%_UV^JC=77&l=4OVA+{XO^BKkcpRNU6NeVo`D5
zD)sx&e}tHj#irv{44;`r@8DCu@p&7zuWBuFp@7j{fhUAsx3Tr?Sj>S`C5PIGCEYGE
zh3Y;ahgRb~QIsTRU6Mh*uXw6Ls1O?N9+wp5M6`G>u{rH|GI8>0`WUIwFWds~8nKo8
zCX|hB%6gWyjj2YqJ0;aI^OkQ8?SCI+Wi629@C`4?e+eyA+V}#dq4BIk$MLKI-U2S#
zCm$HZqW?Tzn%v__<9l!_l+q=j%$Aw%2iGVJ!>5KVu0}GPC1M|6UXgz7XLTra^jyRD
zxv&W+_ttk02GCq1V3MAr<+qk&-0yrtpeF8&$l3i@%$v5&44dxzR?7<%V#Sy?>5Fzb
zp!)gUWX<#^Q6RuJ;N5BC*e{U{#`bh?@f=E>sV0=?kiHFYfy(|4tx9^<rN0aYc^|9p
zq2-@(WaGRZe%n@K>jN(9OWJZ78EFMQ(AJ@t|8z@ug?)Q*ELvUqo<C;O+^bt|7ipnb
zP8Z-f4Fnkz^p8mP#h0Fk@91&27>0Oj?Q;tat4jDdD>(yp(X|=7Z_o&nXf@X>P<NKe
zlp?sZGmSr1k7AH5ok3WPywYb}Ze>`X+SV~I2iu52JFN8fRi~+`sTE6%aobNRe}saa
ztn!~9y%f+kkMep%^(bkrTJr0;mb*7?cXk?$);$LneC7yor!GM&h%y(uAsL*zC`Zlq
z&r`pvH&JQK^2h$Zdnbk<?J9A5$4tzV@Lm)uGaX2PVRkpky#6$!lutk<pBC){v4T`y
zb$dPT-zq4(G$6L;Or!Tn4cQS>w-&eh<ROvM`M%GxS5GSEnM6_|WB>p%GQOx@8o8Cl
z_TFfh(#fJ^rQXj}MmP;8DLf-c`9N{%)|vCT>M{uwZzlf-y*Y`Xyt=geGOI(~FfO5!
z+joQCW0cwXzP<-&eMOVWdCPSEt*FpjR1#ZXFIV`?YGHMB8`Z*siz5?(kpQNV<}TV1
ze{YGqOl35RtGy4?E`y9)BdW(n7Wuc{mYnQW_ryo(AC1O(6_lY)F@eX!{ohY)9oqRo
zu5P1Mt!l%-rer|IhfvY<gVk`_k{A1CN?mkW4e1tIri*^hW8U0oh>0vy(G1%*HP)0c
z-CFDp=<bHJU<&(VAuZ2-pM5t06*Gic5Ok8orFVG(t3U;LJ|IrMQp4X9$~4uV*6zKh
zpvk$|9ImsPT#DNMQBW-H&B&MSm;O0}$n+%jO4N9P9H`~Xy#f_1o&;awJFXo${%T@9
zT7AsUH(O({C9=<W2NX#}36g-7F$dPW<UW1;migjEQ93m>-_UvQE^=)k_r|5+%4F$N
zj<o_&6fghkiiy0ttjJu!bv0OAZnU_woRZ{3rB!1QnwU<1!|+=O`_2d|j#*&pHBObC
z3t(MX7#rcFJUz^&bwxP8_%+PGxIZQhId2ZAXcB3JX(J@kJs3RuY*d5dmFUj(W4&tN
zdSKh>CEvwqa!hEh3sH=K>7ugfaut1M{ENlRNj0^i6<5rEuj*d06r20(+Z_Gvc%*H9
zw>qxhzIQV?IDa+JfskJgpmv*iA_0=GkwM8~)I&i9=h)MGIE4dKa3e~!4A3{b8?*vB
z>d(M3?LKpPMb3HemSVvUnT!_S#>dZXIEp=fQ*Z%{Xw!eRt>fAlhxj9I{918C|9bYU
z<kE}fZ(oqF4qGxd8VUvXo*JAmu-L?)Jg>>f9tS%$RRoz2Zk#`V@%(<LT)}-$Z!VS1
zDM3=k;?L}}Gxh#)509x$PiFsC5`zwZ8dvx&6QW^;U0mtO74XU8p5Rw;(iUUU*W~RV
zDTpR0J0wtjz|(oAWxiSBu767GM8h;9%?!y5SE4fesi??v2^jiW7oBzkm}3}#LzRmo
z-EipoZ4aqbqk~aWqpEt%2{r!qsa6)$meoO0o#}Rehv4VSVd!Ll`nGb>c~w<9^gt7n
zm-7!3WcU#|liILU*5kcXXvDs;m-)uH7^ZWdCsY%oD^%5ZomBH^gmz@eNx))pP{ofh
zp!wL>B`(erVk(%IjBo~Qi?pAFL2ipE)&MorhX>8XMDb3e$vgNogIv$>gCTE5r;oZr
zXiG`h9$M8>b{;S91g{rP%T3Y!XqK0rAglDEaQsPVb;!Rjt;q5sehX)+TEn2Q&F;O=
z<p?n|-Ph|R01f8z+nH3b&M;`du80d|0EQDbj{?q*-SW^|Mr{6bcxDK8(-b9g<)T~s
zA!)H_fcu5p7x$Oq-SB6kG@MF2JPRob4CNz{v2~S=@bIPSkp$T{H)lqt$3S~+27?+1
z&>+?#!EU4mv+1AKto_8Gh9)R2wnxZh>;r$jGi&4N(>nD?kSO50let{}R+|Kk-C@Hf
z$w@d&D=K4O-K!s56zH_kg$o}-gvh%BA$Zr$M4{j+_kVy6v6uBJ$Nwv_!P(&sV;WYs
zV&ZgOddSpGp9*h%S^TMv3*{Jf#K*AzZ5(*0*JgT+h&wIfgk7>zIU56BR&cK{{oDaE
zE!Bx3EFRo>R)m!liKJM6hurb$S1iB>m(%{K)!A=0VOq9N&TKspn;T5UHFK+^iQa{Q
z<}q={=vpahp;AFZn$plQLr|LJZB^;~HKU}tVg7f5Nqqwex2p71Fh^OZ>ZKe+nTr%J
z%EteWgE}BR;JNa0Fs+kCfb&PkkD_tF-MPp`X7|};0DHAPEgJ!H3`Cf10h!+Z<HC|(
z!ResVtJ0W{++7m$Z>8MIc`vL@L3`R3HUAyeu{yt1=%wUaOiGC}fxMHL+9}?gE4Q|S
z6BjuQgQsdGTmJZ%9?m^|55Vy?Gm$vJTlL=i{=4-o;%Be|Qfy!h;CQ_#4=c6_@Thw9
z9oSMqfxT^Qj!weML+DIN514BvtF;9Q4IKvU2|lNHxGOhFtcpb55nS!2Xh?COAMuy`
z^8KcmKZ1Bas{P=uGy@dGljr51RVw9<m`C+22LD;4fVo2LE-Kv=>Q>g<0ph)H*p_@w
zk3I7{6y_S0&G44GDsF62;V?ti;5IV4M;>z0452&~!9Q;qsI0!)9)7W5anJf!rOvyU
zYpL|gV5``g;Z4gFz1Wb<zEUdDE;*alP1LeIJz?`1G!j6<YHSjwGJKv+)+LzLJsDJC
z&I0(NQjA?aMQV>ZUVQxcRR50Q-A4W}N>84D5G^ufMjD<mK8AqmL9<Ux2VIDgE+X*q
zx{C><?R@5EI%9gc%Cn*pKe(%5mc>M>VT2GAej%H``mQ>W-!i=2IfSU1J3_Pjvm<L(
z-u9*xh^t62#6SXrzoW&vJL3=~hwHj_2kCv^3c3DqVAxw?ZngREx;%}^KnRh9s>8W{
z!zQrRgffM1W4)f%DKd{UmP2jV^QEI`A{NY(pJ$&2UfQ;9k_4nsB8r68S{&wbq<^^4
z;Mq4*ViK;8Pid;~m#^=hZcvOEijXEz8#qIo8>Ip7&~kl}4=?Z^;?B(z6|ckK+_c%O
zv*%7#^)RHfG@Q*e_dQZGzzEVB0URAl<vVnty%uHEgTY^#Ypo)y6D$XwlgFOf#}#}9
zAIg4f5T6x^6syxr@3L+al@4>l!WW)sB$tsORK2NI$hbk*BTKE&5TtD61nk7V*oL$I
z?S9Lhf9y|DV*$L_u(b>8Bq^-@xQ$ovd?aphW_;5yu6kY*vb)ZI$0KPS^QzFf>$RCG
z%#FwN?2&Yn1#A!yg~d7Tg=A)0W>}u|eNp<V0H*xG%S@+6vtNyBeMNr3UWKRz2yI?+
zu6eur`7zZuqR4F%7&7A?gx>2(r>W$dW_AeC_ljYzm!72QJJZBHBmua~um6r9NK+8k
zile19cMJTI<BQUZDf-jbWrxnhwvZF+5}$MxjI^$-b!2!ltM$Dx0J&((?$cXuPv8Q3
zwjdT~TV#R%v7e{lVX;_En5?7=1%Q-8YGV}aTZ9OADTUff0|>-F*)np{9AfY7pczh0
zIpChoyQ>``eyCZQfBhFrb{MX0UfN)<+Qk!T)sQU~QAudvYvazyeQyN$QkcZ+mtjNb
zuMc08VU)mKPxCpvA~olHsSDg|%%mRtf;{)A{jsyrMb-)FmG|k^%m-&qt+cY19&RM|
z!NE`fpdt(aI9Yvkoj)bd^uu9rJ59N#b%wF=%_BY8t9vfIpQ-^G6)pHvbmsie4{MCJ
zs6JJ33YI1>#&-IvmC*RIoMQp^cA00v_BU`Y?>H1iHTTMv#$|c<Q6z$V&?i&!!-$Tf
zJE=Gi|EKrC#(-H!EhHXb{=8gu&-97NQB0tPe^TOu31*#gbyQtN(yg|k;0Bo+6_@Lj
zySLY*ouc!K1xPZVc*)V9GBcDbtJj;ezab}LJwzt|jI=;m_P+3^#wM^6h9~6LA8)Wi
zPRbhju-^+TbCFsu-zcDU-*Y+>FNHilolmvS)uS(tUiba^Bj!@T6bvgVE8TP+;Z&RC
zYD*Xx-t_fV?k5t<^Y`1xE74DHP8gGrqrYv8CQck1`}kK^b66Jg3oWOeW-jyC&mV)*
zZsB#vqI~B|jbtZH_IH?f=x-z}$^Ebn3(?D>?cPLXei4D6XEK17FWjnlSs7Zr@n4_c
zFVwym>7EIT$ocqq(*a*PO+fYULVxMrVE^Aal7Isjj~s9G5CZJ}p~qzI*!)+QOv<9-
zUj+?dXHeH1nRZ_W{(ONmcp}w3YFTFu@py{0DVOQ;+jX1VCFsq2fVztQ3iBrU113{v
zlza76k%EUfRd||)Jj~HGhDoOCZy4szLp_Q=kTLh{XHdII>>i14b7$Sd2P8Fr-0Anj
zvTVPUc=o451@sX^O@0MaBrO)uW24=uYX=X+r^W?VXg-HUYz>s1Z2=7ZNMsHfm-44m
z2(s6%kfFEYER^oewsvYIAGp`6t;T^ZH&wZB5dhClxExlUE_!*Z(i{DH3<jg<Zj8^N
zzCQ4A4JaFIQL%~i3NJ{iWk9H|vv0R=eBNE-sE@T-^lPcG{d@vXvzrAES0i>;ni~NJ
zyndbqGxK_wo-^Gy!WSaL!|zIB2mYK433%b6$@v#tG`BJ*ZwNUBgSmcagl8z8HoBNO
z;h#>8#lfhq5vG+*h1TU~`V!`py`mp9s>F2aB-Lo9?O(MuPJ&8DNI-NYvtaMi<Q6UY
zVauldjvykYyXn<<1VuYd2^Lv*^9R?UJx`X&%`$!^F)hXE0(DocXfX6JS86ptWsDN@
zSWMw9FE4+=tv-o!Zx9L==UeuwJ={L%VuwhKXHaEKne$YIUMW>RxXRTp@j?Rt_`XsO
zw0YbKP^m1gO#x^Jxyi9wJC)hM6NST&xZ<k*vXno}wvlYr`f+<%Bg0SCZR)a%6usW1
zmjO+i=aZ!p>9l6m7Ay$ve%FCxG_SdI0WTSfO{8@n+a<SS1e}pDj^4N6(7URFFoGH6
zzG-3G{M$j{pHAyHy?e2tipKGD>Ix-cE#MRe`$nmiPGc5@=&i9g8cJ)`>EfQcYxv>Y
ziR>C<|Cvw{+Y<rXvinZG;mX1*q!W{d05R2aqOXo*!|H-D=0OUo?>?Fn7Jc&7S6kKQ
zy=XKYLU~am)A?FesrYSd-}s~G6iIg3sqPXk1-|5D-|{k#EC9~($;p%ZQjt8^E-I6K
zztxLg3A2!u&f7CMc3e^ln9x`y1mwhgx6Uw*yzDa%rukexKJoicN4%;&1c%I|hUgTN
zJ;-)-(fqYD!4XPDP?r}sjPFO~ouVD9wj8X@K_%jyYI`C^CAl0@)D57!sL^fIDM~DG
zA>~>(I-YJ_ji75xL-YGWdwz0g%na#b8+Ei5QI5_d8a%FV$y=b{V6<@gL{PD07F8Ol
zV1F==j=modL2!2-ZIO+sOCW)nzhTtnQlOOX^N`wAqlS6M!gR;WMW$r4z`oMIvWdfE
zqpQca4Ac^?cH=|k&=tSlc5ky#_&soXLQgu+_SzzcRTj)*_yUg1l@QbGD5zCvZ_T^e
z?2?&&pv-sVF(T|)&br-yC$QDHb`1&xumV;;ur>3PN8Z6|)MNiBb8EoAFAFmJRp=>P
zEH=JUP0(`9GYuP;vh9aHG<qvDWS)6ff)hakFE%8KK(AviZU6dkGV@#8<!NbDQj;`8
zE&JV9!<>K4BOjLb9s2z9jj3lZAU7fJTAC&;W5zNU1Pj!FL3(ox7lTeAOR_GusA~kH
z&xfq1UVRq*{GZ6}fWeymTPTg`x_6gEhw2i+IFH5Qs5Wl7(V72$F2$AqmrH@p)i34N
z;v5pTXb`0Cw1A>vZ{0NOli7Ht04Y&E&lv`NG|0E|7UtuFV!f_bVr4>S1jI{cg4vYF
zt?EgRw6Iu(?4i!+(8%{9V`KekjS89Zx~0~e+ts<_@2nSzid~OuAB8<=7huYWXr8>S
ze;Dfu!h*Ho*WBUChgG?}=wvC^FF#*NMn)a6`1R!B$F@KScG_JWI9tIZ#^B)H?k;sr
z=eC~cAn=QKONB9GSM@6&-I^PJ3_^3EN=&8r*0*Ibv+@T#V?wPFUN4&;&Q5#_NF>NM
zogZzF0bjBWKJT!u=#W{cO#h)J55j@c@ZHE43Vym5s&9SsIP6t`a2!P22RK2oRBI#@
z$65!;WhwS+C-wqqL{FfB34H`}+bpc;xq0f7=ePIi<=|&AZw>7Y4$Gm=jgFo=G`O{h
zM+AR13sQJ_35Hg>@H4SqNnR;sUV-tJ;qamNlVfBz^sf7p!`VrR6>u=e&!`29@d!eT
z<F}33k=;wkBsZzYw&Ft@g0nRVVnrhSzLXJv_RUKyiM6^g_W17j`At-M02c3^Gg^eh
zljAV@LDACB@$IV#`bXW9g1z0pINFy6W3S^IF8o>xRo>ODmKN&aFeA~z8phxt8S1tu
zoha+WfiM&z=M4%W@5|GE)+?nr`c(uP9+&=OAT9lRp8eKdR!CDT@~H;^<h|bCx_36B
zrJ0jL$M$xZx~t`!mM-j&F(sKFztqL@PfNUm1>)u9o=OdE*YYe$a<|Vtch==(o&B*n
zHMOmg8z)MUj^4fvYyEj&Ze!UmlqJzpV`;PkDSiuYX>RjGzK+<Mwq;KljzVL)m4R0q
zc~s@eiET|zT~|jkPAe52avN$xOZ6fcjpN3l;NW3i?dp{kwfVvJUAIlpCEkOAt1t1V
zd9efnY%{q8n)e>5YDglabhFXe=CN{sm?tfys6Y-1FbFT$xkpse(nyQ<oQ({k*aFUk
zI{4mm;cR?esc}L-#^$<TEy~cWT3Kj;ov+US;hgl7i^~p_FuitBDl7-}ZySBwY66fS
zU#?J33vttpQJA3yjsM5I2mJj7!CRckBhQS^-ODV$e3mf6?ib7y8pQ-h#P3n7{HNCt
zqA?JNSBM^k-oWC4yJ)xn6o}3X6PIDb<)y_iRrT9{4+>*sr&V$hfJ*SS7saKtNPrlJ
zixY_Ps7Tln_d*b2B#q`Cx7U!W021(oDg)?jbM?sDNvXNKG${xUsK7NnOP)%4wKQrL
zf-&%`YrbyR*HJYnuw>+xkc@=Ws1<b5z5sE-shDIvsWBIgN|M!O&q%DA1vN<i#y#A~
za2EK`iMphpvXb{)txJ!#E$U|GG(TE5`|>dPww7;B%HPSDK%K-AX>OMA?`*&&zCPG?
zh^n*wTT4ygGFo`r&yrYe#lG=sxjrBW?V>-Z^!n9n=NFB@vdB=oiHPtesNu6$KQrWS
z3Po7yR}%xB%GiBKos6DtkE*{jINgKn2Z%O>inOwuX4xpT6RqF-MK?L7l6LK95LZ7h
z1ESx>B(eaqqgsj=zJ$fZ>j$`cLhQA>&*qbjia!#ci7L`Gj4t*IOY?eiW%jh12LK5=
zx-`!d901B#u_$#&KdQ>j)VuG2l?Ojb4!|J+K9lPE5=1KdUb%XCx4F|+a0KLy2p>F%
zcnFmp;6I3>`D%*LC@hFq13BhF#hjK|t>P_i$Y_!|Y^@GXY@hX4#b3)@gH?E~F6PKT
z4EXuK$lNC>0_wP2ld&3~7(vpgzAoLQ5dt)Ua}>Ja5wKvzzWRpHku`Or-fX118B&nJ
zmu1OGgJ=9lUreSmKmz39KrE<80{rl__2%mEc=A>6xEHYHswz=3dW<7`ME27W8w(T7
zV8eUIZXY_51VL$O4|e++zZ<hi-dr0_cb8(~PP8=e)kcKxX}g5u-|G7Eh(?BCRu@7$
zP7;b@As@2liqB<5(o#L_MHSWs9s4BY^heG;>caq3+7v0Bjc#t+7)g4Opk02@_)y{=
zGvnbb1y!g~mw}(mITNtTo15rrev2hrHfPx8?~;F-RJTsb+j&By{+<Z?en7nf21Za&
z$vYX2IU~isoFcxcSlS{&YT^JTM!hIq%RC589Z;s}K6ATKtx3k8WMtG%w68wGr~to^
z7=bumt`N)!aTg;-uj8b=5vyNFb782HTyaFVpI-EM2}sVm#xzQ(8z_&)5flaHF@cGt
zh(%v{Ztrd-q`q1i6}vPdG-r4}K3&Fa8=S7d!6A#QEHoSjhrnEQ<1v2k7fee*r(4H-
z-#Y@R;4*s?oj#>N&}1SHN=wSP-}c*jFLTJyK^4R+0^pcz-e$jDh6-zcaSx5zVrZs=
zDkwg_OS(xzp5`kB1td2rjqUjzB~&javfC&Tk`pS+<Zb13B!saGb&IjyZT6FiIT$x)
z5zme%jlew~a3Vjy0zz`*)w}8%ZsIQ4eReObWqlG5TUU3s{hOPU(gN-KT>NXe$axGZ
zGl{C$m!+U9AT|%1K$colD=%m2PWLRfz>b{Eoptr>whK|o9vUlsj{0v~61WswybET;
zeA<c+%VY{I7{#B!Ohkj1bbBlu2eEA97b&&^TLKk3Q5hMPskzrk%Fu?SPy)~Jk7E!3
z(28+5IB_WRyXk!coTl2-uGnP^o)KK-PGUfoc*Olh>ASMkD-8V!+KapAlr;M~tegeV
z`Qp!gci94g=&mO$2q!dzSA_rIbHtI+s&UV<bPGHHOp;YF-qr0i;9`@-RNqg81DrhI
z!YGNhBwb1F;|O>p9I9ToRZhAIu%kf?F6*x}8AgZ_6R(k6m{fy^qEVAd4j52ALvn&^
z!rY`;ErH?Z4+mB6QPG=uh;m}`A}8J=YL707lC~&seul~|-&OdMv&*Eho5r{$HszJb
z*%#d+tGkO{eTCoa<}<ENI)B}M9AQd_lE;rIC^23~fX#htoju$IppM2_J?|^O%93!>
z`YX2xDF&3ccp~JbsUyV0>nTAMyWt?y9DMIof^1Op;)~6Tc^U68q?6f6`s{SyG|TMn
zrhDHwC7NB1C-MXFkf}U&X;PA?IzD@?yoLKBbz(z0bl$e~SF`r)gP&K-wd&a$rU!%6
z1hs9cu5xjl9pZ-QWV2JdhlVH@e#Ek6{x}9R-0m;g0or*+7g|-t5*nyAJ1vg`r0s%0
zez_b*OVguM5tg9}3{+0&#ETc}Eqs|qa)EJd<=pX=Wd5|Y6%A!_L0lru3uD^HCyqPd
zAP%c;x3$O^nscAK7TMe|X6DiRP^fr|*^_8pU5>i)1Hg21SHlFLHc^m-MKACuavh3S
zZkvHAR9AEZdThmDA)o~ddLRG%!D7@OJJL?)bs6#6jzk<D-1OY&V7`X(v&1Ma269Ac
z2XS>(Wj$Ft(Yh`_#~`Hq=1gQxOkKg~`$FwDyn6?@j6EPI50Y|WqQZWck`9nIF;O#}
zK_Q;tODFZR+Uebq+lju5(v%7PG9aH32~vXt!}6cXZ!gX-PVJYTi((l-*2X+|c25d{
zem2WKSu;&>;y~IXUzw(>E!OfCA`D7pFPtp_jVT58%h4|qrk$DGjKsuDk`%zR{c*^X
z{9g7gbHi`*XHY<|zI|Dss=By}Z(T;A!fi4BpXVBdCcs73o*rg4LQod?KLGsTxsk<I
zA5fGn!hY?P)VoySUi^o7FzQAy+7J({Q;sn2-^01X7No>Ao%7sE?ig0-%Q*nBbu|dd
zBHXERJpMm`AbL*WnA4h-pRxUlF+yeR1Ru%d!4nn^3$Q;lYepU`GY{j4R=z1whWN?_
zK5_qlcVbMW=CDs~lRIv|cCDRyVV_cseD(M(J>^ReMK6ol0}+&BJm9#c`moNXeGyjs
zZGFWOT_mp|eOMP0d@D^U*7i@DTaW}s7Kkyre7>(ioNfGa=YD+9EB-d$7sca0up*Vt
zYMV7_w6np18F>>a4c_m3{VdflHD;-_vL1|7ljj0uk>1@DAG9E6S-gw-ohH3GVk1Z?
z1j9pn?lm432#PRD;V-c;^*G>D6+D1dK82?vmgZVG6Gr2fb{6cJr8{LqJjI5Y6%$N0
zSsL@V5(7yZD_wg1sG|3a31n=%J*pZRzC^AuS8qU;UPI34Nry~_XMt{!DC9*aOMEt>
zh)H`r<w`&vSgh>{p(@6m1cA$6nb5jNi;YOrFQ_ZKL&$+S-4xc4-0Rz4`oGzC2#Nzv
zk%NHu)h4$;;>%xqG;s(njpiE&6cwZS2&xxlCNCkr(n4yfd25If6z?TaO}pso1f7s=
zI(Elcdy_T2kisN%QV6I|EX}+|G8eY{TlPb5l_fFls|1Z66r2!?&8RzBY*X?m$`$36
z$59X#?$Qj_G{8ZQn_2vhEBoO1OwxW3BhPT9QDJ~m4uw*|_8zicaOrKm9$_(aX)LVt
zdj%mH1idL3TZmSUYuM>1_o<vB63l=<^N8>mu&25?$}Az`v}c>8!^^0QYq?*iR5E|0
zVR|1o?0)q6;{}r1ctO9=5bH|zEc2q$j<!m@!Yf9jHpOYQfxog6<@#q&Qw((_p4CsB
z&40{1?w8eDJm{0EN8J6uS8nFg`BBBr2p_?I`pugAtiXp9DlnAxfA~80N2dS({ckgD
zb7<z2qBd=8bI73x9k!u%Kr>4$!g465G^ct?&2mijn%S68XcLi~Bjx2-4oi}pA`~h~
z=X8F3pPzr=`^)};J)e)~<9^+*>vkbT`Rkq=_cy(-txfefmWDR~n$D;cqt#f;o-bzR
z+cZuBI(u~rI3molaAE9WLb9Lj4>EzvY0ybSicm0UC?*9%5~!LyExjqOAY3Y)>Dbw+
zsTS1;NZdXIGxgPcP^{5{;N5WrS=)BW6YbObm=6?Jg1`&iLF<S#5EN&R71B(5a=$Dt
z8D5O+xR(;D)DyMv7ouz8qiV&;)`PRW5*kF39m&qBdMB#2jOpYMStXDmPAzW45yRSh
z;vCoO)O<wiWb@%XCEr0+r}m#NmGvp6R;}D09&?7($AfAXGc~!m>2`LB5$IvU=*+{P
zS7QXG=GTc-Y(=`444ToVB>lHV>tr}e$0G!qzH3n#skZBrARs7;kq45V?yV%lj055c
zO2$aZ#<N-!vgdNyfuZ+WHv9y%-|q3Sb$zw3Ij}3J)-(~K54yIOAO0;yMZVH4b71Ke
z)i9UsLQ2w?sGdPDx^HHa{BPb082NB*ysA@IJi;c>-73Q`hX~{b&P{M|QSR0qfz%eP
zpEI3eu!OBxPL-2s7G=dCy(f1(ikeb)KN{#>dTflm7MF$sW1+2}jfJnLzad@mFoKUS
zhdnclf^Cfum2^Y|*0?98dN9d8EYWtj_kqnjZ*1~Cy^)#1C@L|*SGtPSyF-T|><;kg
z*DO@i0DbZAiok>GX|XSHpdL<LmZ&ZpWR@8(T<5JY06u8owwbhV3k{(Ts|=Sq@eYz_
zOP!a3-K#!Tp$u*3tC2*IqSOiqoQBH|m)IgT)3TQzP<^ZDHR7z0wtld$N(Z)*v1`t#
z-{=Kv44ShI_*fSNV}uJfI9ZW`${M-wmaC+U(oP6-5CGrWb7<y(td!1G3Wr<%%-=n?
z-r5{>t+J^z^i{>%$9GnKMD9N=EIc>EEA(lQKcbL!_GnoJYr-t&Go5Cc9ap8VWN@5I
z#g!ukAJTl_UNVVl10Vh=_SV(xj+t=<%6}qF8TjEp=S%<}DV7L8O{lDFZ2?jsPl92}
z17Z-m!s+=6XtglEVG-PviU3TQ*EyM^`D?jvWyak|2bDV2*ulpF+<-x+6Uu+>-qi2k
zq%4u}dOQx$8Vc=CrmylLnVzi%QqBU$*k%cf6$^Ds2@zU~jK{xk-Q9+rR#utGnjQGy
zYC{HM|A<TT=!#lRsvhp1U1?e*W5@1Sum1w>DjhZiBKF`b6;4mR)gWMesoa(O;|XmI
zry2o&>_rw#)vagK!5EO!%J#M{gQ@|f4kezzBU`SLPt3!rJ5mYW48E;0)`8cHBj2vG
zLgFfPZfYB3^Vx+)h)~SdQ61slS{L|v_&{G^^*F`ohqmO|wMOF7&2ZKwwgjYuD@Bcv
zp4>^5JE=DH@s_kgaGBVO8D~75?1cNrenRCaLjEntn3JmLxe+9#V$R|4N_XI~H~ul1
z&O()lXjHHCR!n0Hcef?xx>w^)3kREmV`twvHfZKKoY}nB?FU7wf@$l(r@R!OZsiF~
zkpezT5(Ztuk!0CNFVw&Q`Zq0E<<0-ezo6nl2;+EAGNw<;OiQsoMg)cIp9fH*nJu*w
z$bBhy_bz?~+&hcVG^Bt|!i_@Q&k2XF+torPJ|Nmr9!`Gza%5}NpHi!PQ<KPBo52rL
zE&_6rj*jX_)gyCrn@=L45+~$(ZJyF?Q_LfB@+q=*IS%hj4>bu?ZYVJ$-r+Zvy7!Ol
zEPaAYwWbS1l;}6gqxoBi>~hd#f0Ccl(epZTa?!>NBl6?BfmxHR>N1XrZr#I}+m8oW
zVu-<QV)F|FTN`uMfU@{U%IrbA37_rhKW{7oqm^FTpwAHrjbIsVgjELSCx!mq?MFjw
zF0MGq2=-A=q-ra#W})<gTo49KFlY!}c~XSz>`};_E1>JNPpbFIv<h6z>sOP;lTwbn
zI(xx5uaeAqyn}!k9VEh-Q6r7Aw+gi#p`i@hhQhjt!e>F{A6ynJsHP;gNEE=0Q@ZM@
zRlWUz{gb3KhZ8d%Ue=Xhz~-s4HU|uP7yn3WB6eDIT>TxGV8Zc5L#})#+{Uc@s#6lG
zd~iwgSbwow_}A{)?7;9NieZzakgw7K+PHk$qpgQOXd{(}OJQ6c2x++}H8%oT@=O5a
zmV6jk8D6~-p(wfT<$&P_4Y$QwRgzXE$N@)3T2NJX&g#;Pah47fgc>b-d9MH+Ab*rT
zwW}nHCwCDh8c)58ZF+z0^YUR--Y8_7vdPc0+7ZbUhx|)%AU~idD@<{BGJZIOo;{m$
zk~KtP0zpL43hDVA@^@y!LSPmPiF7t=RQzawh_3kZ&J`vCpr53C>%p?<SGIx@6@|vF
zp+D=pd$Nk9QXo*4QeeI{;LpCo#)!9)!dOV<GESV<e_8NvX92<^x<t4c@OCgOFNBnL
zy6CF3nv*u5#)l);u}lZdM76EKd>u)sdrA!K`3lMSq0BLA+s^}8vAL6YJ{7B{Txi8u
z+@)q#GPCT~_z?asXS*qZ-A|BK`A)dI0N@Y32#9O;VfeUzlH`P4IJ1%_t+NQ$Wgsxb
zEgwWV+*5jIPj7!(d9TU%*_W^X;&X;gtcdvEM7=z@oGcd2lo+HCm>6;ql6>?4@sKFB
z0{0+++n^tjMj$W*<hC7piAa~H?yO<pz)h(`4eQX7y-_;j!+A-cj&@jrRl9zkesSQT
zLI>bP;?qG68rSfG5<ByfUxKdnS=ki9aG3<F$HZ!JHM)&7Z$Vk`<DuA$_LsSN8zTSe
zr@F}r?lZSvm~oiq$K!z~7i9T+&Dlz5uxtKCTTg|^V7fL+da}K?XtXry{_o2#re}}u
zFlLu=#HGbH9Si}$9@yx(*9EmW=mb)J8kV*%nC<qo!hU|x9B&k_Xk1h(Tz}COTT~*)
zPT<p!n}$f6B9%T(>0*>W>#Ct_GX6DQ=`PTGSPC$YhzHL)>ah<Q3%V##&xeZ66DJF3
z+|{|s*DJraiyCn>qtU8HMcJMP2@bf>y)gdBS$x!vTWL!>buKNWZ-8eotvC3%_&F?P
zTeCOFX+k4zG~>9P%DaIMZD>)aa|0(6KU6dXYR&t>Z&OD0w5Z-8-3U>DiFhWxAMOcN
zMh-oo3~kQM2+OM1Sws--up(s@Am>?vm!3VX#SV?vf>IZydOw`choS{6nRY4qdR2!0
zMEdKX<vg(h=GM6bCDbL@YDPW`mLH{LK^M77Rh02`QI2(<1euRud<(CQxWgVF-QGA+
zryWhRH}z`W^}n}>0S3z8@`KsZub(ppy(x02fWiPm1XFXe?Cb`CBc<l_)1{&6AAHS5
zc{mtrg<#P|3e~s_J-bFNmjJK!4-0F);d_JgBPRvyy|<xG(cq7K3)1$?<;|~-S8x9^
zp6p(9?}7g;0QnszkE-0u^ujLx2Rf)+`Ub@+Ga-1Pyh8f1Hra{iLmA3}s&VR<eDkJc
zttkdqI3_!`+>_ci-9KRRZKn5O<I%aSKAX>uBTa)zsTFkJjW*{^z>hvu$%qKj;lNjB
zSZn(eyjYdM#rFx#AC$IYl+A37x&$Mrv7mg+*6&5HG+)e&d8w4aWC#w5Wm8}Hops>I
zZ>*qnR5opukOg_p5tKty#T5+9K5I+3yA)~echPy*WDhoVfk?!RB1oW_4lZqj{%T<Z
zXJsW6uPfv!<?r?qAN9#;LvfadT@CK_8~=R;)JD{82$)~jN1+JLg>r3GvDUlB6E+zc
z^|;$mLUc5zT!tIvzQX_@ui27c;_QcfpA55F=og2kCRA|XmW^0Gfbf@~?oY2pm7KpU
z@~bsXcIYlRMjpi$KJUE~{p;lVdf8x}yhPBfo`$1=^!3ro5QAxmC0Wt26wVGs59DJI
zK2XVp#i%w}(FL_>>@gnte1*!G{YcN-#ZRBIMoboLMEsh^MF~{)V8ESvQC%`m=#f7B
z)Ln{T`I>m5LnzD=av~0m7bfEF^Z81|a`($d3{Ic=GDp1k!q&j`R%^S<V3!Nbu<h){
z-(&{ey$OVZJ6UOd1R!HnMVf<`OgWUQ4)WYWP-U`c(><<E%cr$t<?oib2h6L?7S)A0
z5`t^`0^rDgCVX|$IBd0(%KgQML_Tm0h<fHFzhY`j7}3pRiOcq~T3h-0&=9vqiGGV0
zfBy1&UA8Z6=RJT5v$z^|(iO@0=iJw)zY8CJ6A%zx0b$8^BB?vS{aZwks+Wm??baHK
zgpYdo@R9=MhoWhmbnR35yHT@w_r9<(!;+;A{)%Dyc%Z8LzE8&CnLB6F<q!C8+V1`E
zpMxu7B{HN!ptBtN8;dQU%16g1Q5NpaT4XUbI{?hZSrn$qy-kL^9u^jH25od{x+%)s
z<)1TmI&aS2U;C51b8o6VVxU#P<l5p1G<En9$<x>fh~Wx!2LXc_EcAbLupz0q@hy~$
z%Xa#H>iz1+wXScm2zIRwOKk^@U<CiY<<<M6eygPtyaCHDrc7f%kOeKCOqp;_a&6sM
zu_j<Z)`qPXPMwT&c_B%a)fqHm6B!W+pi9BgQ!cr&7IZTh4ZSBc6{80NX<J}GpM!V{
z`FHmU*;J}$AiEq|yJ0ry#K>=jX_OUqkj5li%J#%Hr(U#p_&3I-U|+z)s{xx!j^;${
ziz)M@(wP!Lea&N1y`;_~a7=xMkqZFvs6o83q#e+J2i-%4CKYJ8Xn@IMiXz`hPSJDQ
zQiTqJ4=!?&YON~C@%f|cS-VXP*`k6#<<R#i8r1(hg+wI;70l2R8>~-ivZBJGNty|N
zIbZIUb1A%3S^nvnl}^4o$bt9%dWyir?4yJE{UP{*A7}09qlcw5G{o|z#+^OcmpIYW
z(gT;LRQ0E0KYl-ksv|^R-+p=JC8;~{#4QVSmO*dt;I7-7_v9F<gVB(8{r7s#!Zv%g
zO^W4Y3>~k(<*rOuGg=tCE+%2z2N8mP9(`np17~b6+)V+ZXA01Uc;g^X1Q1J|`2MTu
z&F}d+l%Mu{_YU4hY1mtsd>~jnc=$w!ZZ*N=!3Q~>wm&^&*N>jpQmDLg5nF-7nH&x=
zik4I&2Ctt?gCv!`q~Pn_JqOJRE-ONsV*?2OHEOcUZA9d!F3%Q2?0)0K`}x+0C4!r6
z1%Ew+u};%j`U-`?QOy*>u`Q02Y+(;N-(pzrIqW(;RkZh%7er`8p_tT7gB{Sa>^0FE
zxajZ}gtJOsnXKX!5rFf53zidDdwafR9J0&N^78Q?JQ-JO|McbyjrlIl!2dmDMWw;2
zRL?tp!j2+Y#%RVAO#W^}aBY%4P!&udf~9M08YkM4l7g-?=PJ7;K}g9cI^}r7pZ%=E
zA2(EYCp_){3CjV~FvpbkzW`HSQV`T>dy9Ahemc}31-&uj-$UJFOvV6$+9WQyR@vg<
zRT%*eOGkN>W^KK8de><;h~iqz&)s)~?-EY@Aft9Gx`ynV+yDHAx|QN_2C@1^EB#<e
z3siT9;gDCYUgku_y;V-f6^`EVP0ZhX+-RhZ^A5x_&s+PVqM)97Nypw^zd*}zK(w(#
zH+KxG?VMQb8=E2JKM~6Mm3_Uhm6MbNKbKhb!hJ5Aywe53vuXl>Lwsq$uAK`5LX(@v
ze&2n;rb<iLHZsVNT)xYE0re>1Y>~ZViUGqe6_i_fkN<DLz{Udis`jN<FQIgqkj6^c
znqax#Q<0Q@QIi5WFG_WjR_QD@os&5Fx=ejzhVHiN1sRBS=1?8!rV%Nhg2sK0Vvij)
zmOk_`uqidS0T%2Y(buh&Ni7r4$YJROm*!@3joGI^j*me^C<)5IquYjFJ;ct(?)gpH
zJ#-&RIO-sryV(7^cTIrvVCqP)j{FcH?YEE<W0>s#<#cT9?t@x?{qmiXI2wD?mF~UV
zYPWR!<&#<9o!b8a5YXr-*(<s@TYxN)91F#nZTeEYb!dZo@x?D2uI{l2GI3*f7f|8o
zv(QF{rhPDuU_{l7{LooUHz1pgQB6x~lTP1~Y2mQ|XHn}#T$tWu+ATGE%jh?r)D0C-
z(I4=EtADo)+_xz3qM%IZF2$cM=x)6ba~{6kKU!Qk`9%xtCOlXi&V+)6NL}t46X7ns
z^d`9jlcnP@)Bzs+^tF*Hwu}uyaBBML>}z8RzvIz&vwgJRFhvD%=N!=RCnlAr$m1<6
zTy9mObNtcr%JZJM2?sO?1=<>@WYuPOF$yFgq}lKhg*I%lL}zUbF(P|=nSJ*&%P!X9
z%JdW)8q9L(t#qJ^ZB1D8MrDIyy80MM??gmzoB<u`#v1ABBp?+3TNBP2(MCbsq{(MN
zm2axvzg!ADKOX57JSY~ShP<YfDtLN2!tw+(L`{c(Tq~g=Po_S|$v6Q&cuMeZ8Uf8$
zYi91;o<^tS@#W=*mYbFckf{ZFwqG0ei^_&(1O{tZg|<M~aY<Wj08i@i=b)5|BnXaa
zYV9*{+dIs_msDu06185l5SG4avS$BB{WG`CJ^t*{mGaYDu%B4$?OWKQ?Hj{^`eqdv
zKzmOWrphx;(T3<nwpG?!{sZ~K_4P(D8H9*Kp)83Qnt`o%u3cB6AM_GY8H)sSbc7{u
zh|nEQ8Kdz69Ld?tk<Cb?GO5tlRCLR0n7w|+1plSy^2hbQgF=vV%j$)pXN00lmz-BV
z?#OFa4lL10b4+2#@?v1h2N%{(8i$i&G|urE{`cnJjnAmpoFMG=F|}lUOUesvsr&f7
zu2zD9`!`gyXwF;IHzrPIPCuibZ;ExtzQhp_D~*E%6N2@Hf{y6kLIx^+JODa{y5_p~
zK>P*{@7AxqEclaKcnluCZJW#TF+zWYstxm7Thjl>mhwdZ`%|EfCBPOQYB=38Sv~$X
z@q^(DF0S=a@m8xlB2-m?OA*lJbTck$9)XOO=r!y>UkTLwyh+v=*KD@tvE|Rb<3BDP
zcAC1nXmRcDpX|Rmp3a&MK2}@yVehR?#AUT@t6goi>@;K4s!S&J=!eE^-fIa964!;`
zXc3D{H2-*_UQF*Z$~(Y+Vr|i)+WTxyv%N5}Le9X|`&emqJzL_vs``Uj;0scShu%)1
z>Z|OAydHh`xITpJ$Zu7i?VR=eaWb2%JvArTd=MQ#QW1=QY%j{mTh*A>qa8<YyL~;Q
z=9HAhMuF6AO5qzbg5_Iyi$%2?RMHRtZ9r9uHL}|hI_qANb-!GOC&cQ>O*-8F%z-cW
z`(XGDYR5v4GAo}9h;d=Y%QkWVvp?Hyj)P2zb`5=0?~)7Uy7<2+xx;U}*01yGjFz#r
z#ku|a$$<Od{NnbJ+UwkbI>S%m-|)L0ghc`*u#m9DtC)(|geSAR{{vMc$4BtuoQm7K
znzk%qK*@Wy7HJ(?LDf@C`U6Qr-Z)%V*s&CZ@q>uyDd#X&4U1JGdq_XGl&43DR?vm{
zc7OGa;=>=C_*Fcbl9|~iMBiO`RQO>5Ja}g3kR=Et!jed=B$f>GtCyhQt&)h0+oqe0
zl~Y?+2E-RB;-c%*2>ySdv5PeyiA0k$K~qBBfK#9;2o~5c)!AvMIiI~=tjH4s*QT*D
zLv!GA>^Y973w-=k_s;`6U{`esm3A<~GO~jNhe^fAMC=W>aU;+Mr+4au&uh(Bcm3VC
zIqgMU%>{8-{?34QnH#wQ^qQ6jL(iPg{%hF%k(^f?Yg2y8r5S5^x~zClY8K^xMa_3&
zjbVjT4AdtBRD;sruVV)l|MX5i+dJ@cmYO!Ak(QD;yLUG1-zorhQOP)hAtO%zDWN|N
z1i?6>vh9}0_hBO#zpP5Cueh=FAU)H8y<PoKjK!^vPA$9tE%9L_xVp_?p5W{|9RLI=
z6D7vNEyBslII;(VTDP&q@$1=Kmq;2|dgbCL<d-xInIt6FDPQ_&x7d8|PtSg-+zne@
z>DoI=OR@vjGV5YOktwk(GLbmY;SdAjDQT6L?1=E6m!;`(-`Da^ecrw5+_k}P_qEd7
zcavt1S8As|@MQ6Kp0jGdV{P~qnMn2yq@i;pB#_5H+`onw(EmrgW;4}vtqIVJ@W+#n
za-5t=ydl-Bp!dV4a-d#=ZcSFUN!w9=H?gIchh)n6SgqjbA2q%MR4~zPbgPx6IPH#4
zErLjKoxIO--dG29@d_c*>+z*7{KI}d?ldT55=ic!2-BRK;JfT*p=6@Ukwqgx&jV(A
zaZyuSgF{3y=Yy-UuoG=K=w;(2A!lmDRTK@Kg;UY-7Fq;T3Tz8A^7J~hpU*Mawiax(
z{o4PgER?a(n+T~%oB^k^kLk6#S1_K`sI`|Z=tN(74Mov#HIYi1`IwrZECQuSX3puo
zU(%efJ~#1c?1iDOP~@|uP~%@q3{h1sly22viJU=35B@iIv7j+%?sucWM6V6<{9ba<
zriaaS_Q%ZWFciPw^b^2E&Fmz^2tkR7ym)nk;^Dd+@0ea%RD6sr2PSoXt4ZX1N+U${
z2~(Gd-fXND-G6dRpgHEPftWN9ozxLRvphRb)BLuup*sv?Yg1i95KWG%#^XFxxZr5=
z<m%pG*A3(o4Vw<0;Uv9}nqSVhVNwRXQP*w8$e=ndIn+s2H2|j8bfvfWD$sHDHDQ4x
zhk#o3+F$M)wavM8A0`)@u-&Od+94I&@<ED4AYw^eqH*rV)J~i5eorV`Jk?KiKeq!G
zc(`}Xeydi|5IFjR(&>A@c5eGQ3*a7#jmZXMjTbLuC0F=&D=Xh%_kdgDwV!yYlk@bJ
z71|4ovu{hkENuUfDWI;az|}ZUD3v!S$F(;HHaFyH_T)EB{%F+l@WM-Mx(uXvympL*
z#Ecr&R-v-wVqVD`D`;(^`>Qs&)NX%jrr97Dk;ik+zw%0a`>5KfE#K>^t=*xJFeu?G
zR_MGvt-sbdMq(vsEM-vKM^SV?^&V|G-?T$p<`6*y%W)vz4zJCBjtbYEi<sBKHiYsl
zq>v$%+ebbkUpj=Cunt(!RYpeZSzG6X2Og3!Kgp<p%a!z@91GXXV<P!OhEY;3tMOh_
zSlC8s0#B}sRN*q9sTuYTEOBZ|6(6Jr0waj}69ooX@e&l@mp^r(=1^1rl(or9Ia-rh
z9!_V9`$+`wsHk4fS!gA+I^n82z(<XbN&j6tB?ii_p+%+pSRg&8qqKBov)q)1q(;50
z@*DI~_0|aI7GKs#sdV-Zv@ygmZKdOwdR&@LDIJFO2R2Xx051@(t|+4=net3TfQ%g*
z6;J|IYrneDD44|-4I(HvXSReKYp7EvCs^7UBm0$u@P)*n1D``}9?!Xr4uZbdF2Znb
z+E7`Fb?9V>&clacAe~TU07!2F6Q>c(Saece&z)h3zPC4Bhf;3c3RliJnSR#=AV~O4
zEq#09AuyD==UbH?W$6{OWQ)w(->6XErVSH^kqlpt)7Q<KLot>K2@!RHyVGH^tEX;Y
zc;%oDw_Njqyf*L*Egzp9{+eb^YwPe%3-$IiU*iqt>9BlL;w?hRtL~$QwQ%*G%2WL$
z{KNl18;1ECX3q!F5C49FS}&wF&$WEQ%=XV^4dRJ7ILk8>!DOY~iV-U%o3Hn2uWd*&
ze^vKra<XkNF~Q&}9^Bxh60;uVK45{T(%eSf6mSeA5YJUqzoxcdBiKDHA&Ds$dT*M;
zsdPxgCOYoefJ5HFR4voEPy<$(Z~k+r21Au0Scx_Dj1JKeiO6BEDQQ2D)IIBuvSO`y
z;9)(_C{he*=f(SXOW)#gi*hPM%_1l~xu3;MS<r@3{kzj+HgxQm>d-hfv--zt|Bi&{
zHy&)!{ud4n;6CfnkE(-lwt6tHB?7nsR03+SNnwB+^q!VvVSF0iUF$L^Kc-AZ^A%zY
zxVauB+|M$c^}o_2$(f;(=q!l;C3dO=Nqeuy>&?Q}#zLuC5z>-^qkg?cs8k952gq%k
zz!2HvBQUswjQfz5Z1CX9AM=e}f30o|M#}egRCXIq<#DfrCN`p`$lCcp+)RfK<4|%%
zTs`NNk~CCW923#d;4H_e4IS{bqzikExnZJ)TQLKYZ4iriu`1@$%?%<H7y&S}eDERm
zs}&WXIZ)($W?PGDa0yAB&PQYA-V=#&7NPbkQ!N4$gY$~Fo}OoWJVNw_r`4j)xDS~Y
zJ2m_G*NEGFSqm3Ifdypza5xHXZ{M22I?pf%PJ}r~Kr(pkS81=xA&Byb1Ol_vG4wm+
ze4@fqqf=m}65=QX3t6Rsjc#ZoOBvoAsB8%4Z!&&pZp-jWKRp<i_Y6;`CJ#kiI<!6A
zZ}MDQ@R5Q-e}nY&)mKSfri5KDNcTEo<<&1w8cX)lMQkIrDURp#<{wk#1pjFJaWV*Q
zQ`343-OLhrm-Mu-m>o`#<=Fl*)UHD>dKw*ERV`gA&2tKE1jPq=286(eM=r0Oabfi%
z)>$L^WE+vSl4HN^5vG41_LjI6<kB<gdE|JcQPHw{Ukv=;g3L}Z*0xoBu6b<gZz`H4
zs_v*8?@4wo$(m%BgZsfl^0dMTUR2@zjpEh~TGyT>WMn;Il{HqEx~^V&(|%KO8EhBG
z^u)NFjUxDbR)cP~uGX?|@P(#|RAg$ZODoS~M%LG5sXrz7j*1I2zyLbRp#B<>6va3E
zdKV#;R0DZV*8E7uhFvM1UV9D#Q7YH~6>H?0{cFXKw{}hmges|J`*$dG@*ekt07Fpf
zm76F6OI-6pC-wCJQ+m_VAD_1!+I;ve|J}(0gLw#-CJPVE$WL89_xK?<X9xYw7qTjR
zXgC*vrAWAW$H?l&zr(RwqQ!n}Zfw=pDT`4Su^9E#DumquBfIrfK#YdsK(bE++)rz*
z4Z+%5n}~U;mSa8vrYi$&9@p<Yd+nm-()7x>AG`%0sFZSTks7PW#}-N{CBX5^cfND(
z&ecMZ(y>6hlQ}kQpfGEZ0)AilNwQ0XpcK#(sOGO`AWQ~iD#Ltbw^96072|NtgXV1C
zbKA4Ru*kzhs>X)a5JQ3CD~0AkhN-oEs6AAP=l)Zz>lTsCb7+18$4H$ZReQYTz14Cm
z!GjjAP$JMd)PsCD^i*#9rH)JxN{Md>Nzjb9=%4;I=LPA>*59=A&l#pkAYCVyfM7j(
zxvM<*Xi_!BV{VBK9Ia8;+`7_qvA8b=LP>g?NCJUx4bvNEs%udxBA>b-9?Wu1U;X9u
z{?1Z5J1@pLLvy>P^FLPmGL4Pj8H&0V3RS*?x~8iQN(VW4lu>p=NxXL89Oz|bPzeNp
zq$uX{phx3AuG7rNDu@KUho|(FH0y|WbG)hbSbu^h_2@Z=Hl?KEmEHfGA<xGW>@}V<
z{Lw3h8JaN1&G9AYNx~+qt{gsHWp^n14Cq?T1<l%#&W^CB9i~YeQ_gN`qhJm~Q!B6D
zA%_A|AY+q@|6Mek(f+7BfAsCAslP5>TN}W;F6UiW+QG5`hnWu?T2-oh(`e;JM|m9h
zcFE?Z85|xJYih!!wP0uyjl{`*F`!=Vpl5Q@`GAEJTqIIqcBHn3Sy$kEA#8f)du1$I
zsq~1nWr?wUWdp1ztL8dKYkOy-V#R{n&!Q1pK}BuIxGdcrcl>QSJPJY>)TUoOSluhW
z=PwO)xZvqNRgSUBR{75r&S%iPg&?3rbrbo@Chg)$8X+*cr1%_P2aMHMzVc#deW%Xb
zD|$uuF376lOL5SPDRinU-yRMv6uHkkaZ9wU6zs-!c33^b3NsR^wnLq&KK~puV2D$u
z*T#4$^ubLVX3LAF)(d#TyHmN5rJZ00|1X-qCwRt5E3eFEySw+L`H*(?639&~3gf#n
zar)NkFq#Rs6fTEi^Y@cu;2)74a$MllH>2TOQsdbwH2_OUp|E5RDWmau!n^$qfC=O5
zXUV3UKoAgHInvdm3;Z=%_KyDNG+x+GpWZ{&7%aRJ7I0c?C*7AxqMXmH2e#5G-ANPz
zV&4mOzjQ}|!^M3|>+n%Ot`zS?$JYG(@%t~*#Wv2a!5VY%w-R{hTdjFPZtJTLe*<#6
z9v0XfG05ihK_P608c6M4X<7KE1b6d{1_oI=cc>l3CQa;a$98JlX0)u{n;O`XI~y$=
zan6g$uf;to1i_cPHf10PHiG_P!y%1s(1!7~OU#8qg3mj7wGvOr+f>b#Y+teXD!>n{
zu7}n(I4trOriH%(NEllJIor2ml^+izz!{&hS3=GAi&K#-0~{J?Tnxgh37I+309kNX
zkO@PW#Tq?-X@pz2v(AFHva&dubRz=9Vm$9GIlsj^N^DpeC_+KV@D^gAVfzhxCn?Xw
zE|7#Hfy(BxS9;WDnL%BCx%gYR>7m%XJekF4p+Av|`C32Vngwmq+Lpx%mD7$t_mPJe
zW$`-J6+E%twYbs#v|Y!&%xjDt3iCBk)73(~+mzv_;XK?q5!mujB^Z6>UzpIR5)Ah>
z#hY5ArxSS<kbnoDPihAv<%|I;I-!1~G-k>I>$FiXCK_lgaSbr$VFhKknJgY(xud=T
zb-lgBo*5KEV=o#UGx~64**Bauwz1_xg{R_hM}7Pe*$&<R6Y)g3Qi2_K8y6h<roE`l
z7;vQs%Q#C5Q}4rKfU#U_=M#lXH<9bs%1;&FY9X6XHY^Un(04M`$yk{4)&>j_Z|WtX
zNjH`Wy$vI{Kih?hs$FkIzY3ovbqsLlFVCL~2n`H)I(I&Pkj|^Hur=QUV1e!H5I_id
z#{$=cOyyQj*5oBQv|>1~{|rwLt$0T<8vZ72{3nhWTS}6ND^#I+=wnr#+E<t~1N|bi
zj|qH}2frK)ue6@qbI*w^K4$^V4G~rM8=k|PJ{S4*xJ+FACt&Y}l7@uZpwI}AO83)8
zHm>$ZOJFf$&CIw(?!H_gJWw7kFY5OtJIRD`Pul8K-CtN45aUWG9I%3|CE%1KC#7qd
z|6^T{0ckK*f?`?K?>d2c{CnnPieQWNu2+`P3(tQm=&gg&)Kap#XfErh+MaKDD7~5^
z))q)n{)wPu##L1iWO{1KR_Zq*0LSa*TmzxVkEbO&hU=sM=U~j!6H6eeHM6~!AC%H_
zm)7k#ev8vZXT`b^`;3&&H~3t%S=^l2pg!|#Hk79;*5e|0`JiXlvNwjW|FPcqK!|CJ
zj`F`K!KIW{RPmRlb83ZMr3BCScz(~CmvlmJI^1UysU`Mkphanze)PU0FZ=$WxkEjw
zVG(;wLzCyS{%@8(pttGFg`K4s_o+d2hT@6MrK_u-cl}!*ufJ&U_4UrZ^6&@lB;~J4
z0k?*LWVTmHl?}<g;EA+$5-YoHqXZrs?l2;O*b5*PnW#e}dcU(4<fhKcz1ZW;y^r4B
z#e1RP>!RL`{Ri58>!@)7)lc5oA5McB=7JfQ0=j%YBcH^F!NFM(JJvPL^sZ$Jil&{e
z9RIKfh51u9aKHi==(Nb2?%!Fxvw8-`FYze-S{t;W%wJFy8(djki)g>wm^|M{Uvzta
zoj6ie&L!*J>&n;_ue#Ujmz%GdUu$$UPk52j#nOE#|ItR)aad9+PzFFtf`N&X6H^Zs
zg3dFyFuqTp-hH>MuK=rLaf~{?R-wlEsb0=yPTfoSIA%;=gv6H8p}>kBwsTs(KkQj@
zf&hO$3$9#Xrw-a3thze}=Sz*zF`8)GlZpOkiymU(PG%m0x?0X15ErIn2Un)E(?dh_
zHNhJ1km5B<Ip76Gb^VmP<enJT8iJLE5c;6^rXkP2i)o&D?1BhS=$$8VAcM}P%ozVQ
za4D|RbvO)8Gk$-SFj)X(N+lT>^#eu9sMUoXP#?eO-zx!!I<-^Fyre=9rdw9kZ>bZR
z06pY$(yc^L^Vm`i7|!%ct0r-~zeavU$twv6oOvAh7;!jUNK>Eli<{`C&_@2gAA!mH
zv4ccys?VMjs`);kh^O^6C2^*BAD1aawU25S(0%$!o7qr-$Q~E2D$K-m67`kl=j+A;
z&Wg1TNu8l^-Y`q45<w&`A1J2o`O$%VYQX@7kYF3iIVkE<nOJa3SNm3~3yrG)-u|Dt
zwT;_CnG416S3^II>|VWsdg)dJ0BV-712w1VEPRcD+wl@Gk6KG@2xtNgGfO<r(5rio
zG|b>WHtrhocpT)BYCWVc(U?&sV68O7e6La^s&Np`bujn+7bu)FTq3KG@qNxEqR)j+
zqcm34wz(CFmNtFo?16JwRIoP|7i8%>Vb_*^!T|pc9zxKJoF{G}*9$y~=CUsNKmT+5
zOyYB(t6By`&OoBMR5ZSDxmMWZ_gZe0&bRrN1&5>Lh4@g<f-4KivH`dP6xgBibUwtL
zZe*)<g_EMto|H#}`@F1qOFH#Zq0m;9k&Sfeuvzp4lULOiKbVt09*22JT<Ku^<_R*^
zWN79^84xmATy;37Vdm-KHqbAv0D#?#DHhjiL3vZ4$pea}LXsup-?YoG`unP{t-e;a
z70H*Vc$=kCb1H63y|qAEht|o7Yr)#u;LNxsGAo5laE-UH=<PNDDnx<ply7OFmGKY?
zs|@T3O`Y`;qq<{+jHB?QLK#*lQHEBM@S$+#6C28iPLH1>E80(u@A9==Vj+Aa1v>~9
z%W0T%A*@i34U^}ip1yDhr|drknUnV)j1yh?dOpBnTEAf;FF}m7otTE0e*?d(iVq!o
zuRivUcly@tTk^hY-37J0a~5Rx0x~?N=ZtR6;kfBKI0i6`yR=s2)$0{yd3rl<2Q8sh
z-J0+O*J>E8Hp0&}p5fQDAeCUq4OoFhV-?o?AlJ`m{v~;C+id^6=Z<7;o2oGLz5Z)c
zW0T)*-w7EkGzU%;aveBOR!6mm^3cz?JBP6%1?_3U@5$yVT^q5iGFqt3RqqeH3dN`8
zCpeG|AC_cQGZx3AukHv6!%^0hr)NF9hjS9Mo?K?qAMXrfw&Z#1@%=k-1j9yFdP;B4
z_PtD|nVMAK?^cqgi;P~dm>PNk6da@ExKDs~D6RvFhBqB?PJUnw@n0ERcgAz)9Whqt
z{3(XBt-G?zrehqZ?GOiuB3gaB?EuS5<O^-Z!A<)CmPKsH$xdzhCAWgTtg_N+k1z~>
zXfkslKdM_B5e(EGr^yCb=|NL}S3>?hH8y5Wdet;nu$wy~2C-7>;A+ynTpLLUOAHP)
z<U1TY%B9Di`9PpKrdAOP%QBg&RqKs~4Ep&ikp;e-fp^~e+#ha@?rj(Q+<(Br-Nb^*
z;<8LTx=n`RfcRa~l{e-ahF%z?Y@JcXW3ecB)YUupyMJMRXc+IG`4)WV*Z!4Y18Vz?
zhXr3WgxPJit*A;KTl|f;gd=~}eTYEZD<I?vgkzR+2WYxp7IgH|2MV$=HI;wiji>q|
zg)6okaz=VQJbEJ?Dwy+^Itk&MCr4{}&XAS3ta1$AlOAe(bn|_FZSI^24zVU9Yp4FG
zBochdUhN)pmVW6B(B>#*sTER50$O?~&8I5n3lADFme&{0T#~gCFYA>sAt2%-8;*|O
z?Gt7kc7p<qPvNac89Nrwo%fSXFO%MUtX(JXj6Q*((FT0G)sUsvt&c2f71)YW73|im
zyoMQH8qAC5sm@uw|LjYQi=t22)TaBoJ+D{V3hr!w*FFR*5);DV6uQ`7BwY9oPEyUJ
z)aO?5y&^Um{Rg7NWsRoFw%QC!%DQ}^lGp(j;#6D3?nk;q-ig@!6M?G5Ge7Kx)&gBp
zH?~i`e{XGUqR5lTiBhqfdZXNx;G=4bSHnZVTo`nB39|f%E)GNSRcFdkD=Rdx<=(Nd
zsdqqTKl;{_+%q*FT+#8ieieMBT|dB;Nw=N05m+@kLiIN5fpgz4X4hf$lX9E8w)j0&
z3`*Nc5I;5B?a!|LtqJ1Sr=a!F!Z`Z`i#nh~m?xG=1T;&b&KtvQnaNK9e1Y>}vBoo4
z4(9)Mwqch|3E7PRkU!*HRHIATLLQvAvdsueq^m@}VHIOdi2`45?sa+t)_=q%_fM5y
z)*ImKgI8B;!4e7zR<|nTKO4Ffmvu^*x#n0OUFD5VC<@ci$#=^vvh(<!bydJy(;=w&
znF(FX)J*Ql_z<)0Bdj{b1ue3uI8r``dj8k1XYciUeUA(J#!KoxSOGE|;Cs$!c+=OS
zfBTWQ0AnL;GpNXW^u4Ed_nlzM7fj9gZWCj8GA!o!&3iB3tm~JiV+k%QyAqyx+`Tnq
zSYT^Q5SF2QDnP7!w8O!9$lUIHAexp1m>!G@(TNRiVu^NyT#d<je}~2S%f#1LNAKR0
zakFdyONgWh^J$)}OmC);ra<b*@|wDxoYZ<wg{-Ammi`f^JNoxS<5s1{WT~k&oxcT`
zt-c$rEHu0yb_v$iE{U-H^+;0mDT?c94QhAm4+QyoLMK;?ZpTFWo$NZF24ab2M<D|3
zE4}}LHu=3|<nzp<pl<ml|La^?bmK%HkYLjpsBg7;$*o;CTzYUs&pb$`xe0?M`YFK>
ziOy=ml5N9N@LZEy9~B(_Fk#=rbIsj(&$^LxIvZ5CL8kMzy@s~2_Vs<(6$sE?g`Y@+
z6a==mpsR%?%3q+`QPl-<h^QdkOY;LKi!MoqKy<*11@~nu@F#A)c%ZiN8&V7k2ox$E
z+WUQ*9iU3VDF+{)D*O-Rj|SjZFOtxMsKt!Kk)6B#tT%Pwp|&@m;;|r1TDUL5bL+K=
zJo}N=GfvJrej?Di{%8H~-#`Co-b4p|%j6VHlpZ5N1z@kiLm6DxEUuv*`uz5gVaWgS
z?dGFYcg@$zi<<wrzTEXZ^W2@T#kJbdkFjSl9|Sn>Lm}7+2TV;oII9+5_I~2y8=}sh
z`1EnDo9oH|!#SZCR~G?azZe@yqdMQlnK9Q+K;4<3HAecT|3Fqdf3{InpCu*z*^`rz
z#c1Q_!GDJkuy}RAiUC6ll&n>$LX6GlFz>N`38^CTN7}85we54~ceaXP>Wqy7&7!8o
z&l#Y)z<B#3iciNk#<nbK(gm6DJnysheytPybW9VtKW6(dL6IYI#?W}M0Wvy#EpS`x
z_(@}D^K;K>F;vS9YcY|^?drc@utFJb{mC_K@g1Q=f^qF!CnR8BM{}kp*8dvtv}cK<
z86w6qt+jQun+=%O&wc$pm*phyhw??UUH(licB&ph53?F_n3cx{3V58JC2?9s9_F(J
zkqKz&FmvCB9ai^a43lR4mC|`TIa7CSKU6%UMEd-`f2H_6l&;(As1F}@Q1<~xfQG+R
z=u|prNh^vLs;r>4AQ;1MIwQFw@%*b-fnyt|bcq9hhOa|alQsoqwk*GtY1!duB4kM=
zP#Jz{Id>b5V0T9tg0F}OY<yGgihzMycyUhP#M}1VKL#})Tu|#l8@(RA#=Jx`@`($x
z2S0w5#mu34`;$UIPOWXzWbL4Nw5;e2ZF5(w!-wFU_gn7k*In+%A?WORB6A=&Z}GfT
z54tCF$=KN=_1x5>Jj-4iL3w4SMU0cpigVUKz&&2c^Ine!z{wY|oK@7l^LKV@el&8v
z6a_hG?6W#xd*DxHl>=vmf<%_w)L6pDs#5=VBMf>$ZX=3A379@2Ul;WU|A8F6J|}f*
zYnvPmWZ{-9b*-|Fq9H4CtH5VQQPmt*8-)5(H`Xx!?Y2)6E3Al&0J4a2iO}q95$pm_
zEZ6tM7Wbb#p_Vs<pzxVcEvXUgac5MMz|5qKMai{fou|bW44M%ReycCRndTafHLV3z
zUMVT}cFB=YST2o~cJ%^~VUzx7>-op%g6#x6eN1fj5sOc)?DjkA$AJ|VyE#ux{=56k
z8OOTxPLv66agd`zk~DKGS$VZRS|aYSd~j<eC0FX}QAkE9;~WYciXHZHBYz5e0wP*I
zhX!xne|XdDlRhxQ$}kO`R`f&Evk_F1hepO?C-S)WVL3Q-5kL-7zX8X%&tS!s9ggx8
zOb5%oJ1`3cq>wGtSOvaxZ!w<{f;9-oLRM{Yvz}0Q50-DR-2M&;_pJ`|=i7McvC%F*
zTLI^FrnD|N_Ez%bI!ZQ2NtpkE%H}P>U|-R~qB7ZOxd%e*2US2QWa9;t@>eD(Z>i%-
zx~}tGih&y}PT+TV4Ky9Q?%~DMLAO-1wkv@#l)SzZmCA6Q%4M^wRvqZl@OPf(DPpX$
zpmsxt+~CmPk(8wAPHi^{4qd%{LKW<~`eXm88W1*QAyFNJhET+Fo4yuI_12ijStNyH
zN<_}Nw@t^U-o}p4Yn#x}3S}IjPMM0B@WqkoznwqGCX7<hS!LlV1}LpQlio+a_pXe!
zJ{iKjBcgI~5mKa&SQlvt$%u77^h%fE5M}H#Py}Spm`xaS?^=M(0#cM?EPWu<B(*8n
z6^oy}mqyDt9es!q!)g_-bDi<C;(f0U+MIej{EzHlwR8k=zO6LHWF`OK&hCi*%dmR3
zPWZ1hy#tV|cf3N(%igRod#6_I1(x%Ji0;>HU@PMJL}%HloPvl7Z8#JKpq#o|XI;Ak
z{sRT=BmV~)JdRtnkYto49Daza$>n!mee^OzcJ}dd(lwn%0X2E1d*Vm)WusQTBQTUu
zXQ4q)UCoH|Ymf8oq8Id0i9#7nz<qY3uur2rLgE7tCG}W8IeBYl$3Ne`{=4LG@>cj+
zaq~aFzHR;K>S{E@w~I|e%@<F^FQ4Wz>rp%j#0Rwixq4>iIM>m6i9xp!Kg_r87V>Xz
zsP$yA0LjPo>(d;_p|yVMzw;j4Z_jMboB&E>Y^xVzfC@JiP)@%K=-Siweck<e)jg$I
zk)_1d>}h04*<Jw9^<Kk#F$=Ro<vvHQNpkA9HlFP*3W@gRIemTj__n~rmrs`#8uptj
z-zwd$u37AZR-Yf?P4=dIP;Nfn#{nNHxXRE!l05bI{n$op*J)7x=2QpzDIuFSPNMxF
zBd=MTYeuHtA=hs0JN`0xlip%y=$0WU`(Yl8Oidm@vbQIA(pd3-QI7WtpkGtP^;9g1
zu2t|=y<SveQL<(KdgBPQ14jdxJ}GnNj?W6$`|?7EynXTPUVRLnhRZMu_yQ=zc#N4U
zk-RFWZ_X6`c?IroQ)x<@-m4?dfS$V+2_BV1glceC;{wrH=jlQ^8^H!<zaFjXUBH3?
z7hIZOqDB|*Wa+T49I?{0G#>&EcHnBvC<q(U6>ijUVhWB&e@K3h6yw!<P0bpbu10)~
zh!x=SgiUhgV|nn%w+O=iOD>h}bGh@Hm&K*71Zh?&c3Y2fYK7I4Mv5-?XUePUy<p3Z
zJWU@b%`h2O%R@|E84Y!l7L@f-LgZ9WjqiD(*zyO#Ti+nlllzjZsc*Q?UxGJSC$5XS
z8^oOC6X7aD<Sh?Vc13DlChO#?-<`da*9h4rt+V#nXKkU>hmD3?o3}185-Hg>{*2X}
zQf1=ae?CSTH+3c<f7TtDd-0&pC7Uo%)GB7H34{=a(59&8h9Vl(+Yw`!v-7Ekt<wR#
zn-A6CI!3$NLN;6%78t+qNcFi+o#beqvtBSXvLg|s>T!^_>P8X?ljg*$C<^Uq%>!q}
z#zQ%<cPAq9687k|ovB8jpJNMAq(Tdlz&lMT%Bf;N@Yk&NlhqR<d*s@hj1k;6Y8=ik
zQ=O-Z3m*09>a>ogoY0cysc(Ii9RF-a9f58GEv;_qZTGf2(*D5}U(ONAO@c)!5gt@l
z>$WB>tK8Z?%}bcvV>fWA1XelP+>u5er~^{gQo+ookJ>XoR~$b@?YxP~`h1^cqJa3~
z)az|_w>nS$OonP%1C?AzvFO$cKlYGtoC<VQWN!JI4XY{=G&$<Y(^=*Hl3nfqli_lj
z_(~<$&g!wXGMFgl*L=Q-3vxlhHi*+TmCz7?Sz^ou<Q#eygD@!;`RMV4G$5&=`s}33
za<A{c!c$Fu#<Tj%rImpuk+RnfQV%bO--N-f<PwEnVcuhCC6V~&X9#~XiR}h$Z>H#(
zN3J?FYLOVCprlr32cYdq9TZ`mxV0sy{B~1a#%O_m3yEDeXQ4*PLZ<{PhuND?9{%YP
z5MP0S`^g8fJKpUJhB+cbLsSpeJpm%FBm;o*{CgLmt#MX`zAJz2S~u$fMO9c-v5#<0
zuuh6SmbAW@My0Uz1Z6Wl<)Oh>Zkc0k!*$9}R3Txdiq68j43V?_-sa|{lN-B7<e>;g
zI=T*&22O^dzoQ=bS7)Mzq91!{2j!aAUZ2>LtTDWHRcviaNZ$K<5^$9-T6j3;Jm;A|
z0(Mo~K>;VK9S&$8z@c<*=UPNa#WtizRv0r+42I4UrK$qSY=e@^mBhhGW3I;Mf?RDY
zBb!CIWUHB)K2Z^E^F}Mpu47{PSJR4X_o0Y<6@`nOMpVU9p*x_j4OV0IcTP;dc7{2n
zh0GAJD>@}cKV;gsM>dF96h2e{gsG-GV_Y1Ad)*wwC^hg51!?gZPW_De*{SV2oA8G*
z+a0#`vBJT|#9hfa7F7<XA*57IUy!8XEK+0KQzQ0T-jl^2uzl#3x+RNG0z&A>C>3ri
z8xrds5I@Y5DeGtzVJp#wGJg3Tn&wyvPhvq}olhDES#mO`L+NaGzP^EIv%j$o&GMC^
zH6zTE>FJOeQF$?4F!vwGWD)Aps4P<NVSuzRhbCCm_NC=JaSZOgA0K~%!UYmsS&wb4
zFqZ;*fCxE{fV)5RQfi@<-ij8Dal5P1w=O(*Ks6QxieM`eYs&j#IL%Osqd&XlUX*Fm
z;T=byH&cLJo7Nwh7+)2oQ#`MehBgK8G<5|S8bMjr6??S@uAJF)JI$soORAF=T1VaD
z$oPvAfkO=%R2fF(7?^~}Xg!iR5Vw}@sA3Mp<V#J=Ej+}=K7R)ged7nEa^lao>)a%|
zS*L`E+o#{O#Hfbq(X$%BAy($SrEqNX+V}r`@6;AdDyxeY^zme7sGTQ``GiE;a+o=)
zVAt!V=@1+VSiw4qC1#LLHbDFnryELT7<IJ9*x8x>+CtrHz@8ID!pv3e4H)<M?^W(y
z>e(0N<ltLi&EQa3qh)NehQwuBVD4P#lYZ3Gj!Onjawf6wN||w2e_@ZQZ+QL3;R}B`
za>gM}Kyc|m)dG!$-rlV9U83H8j{|aS&XFQQ$}0c3#;Fi>8UE%VvKIBsk*-6FJ@d7<
zdWZuACoE>v*Ms6s7C>yE3#F+MDRlXeMQ13xY12SBn-NwSL-SkYqq8gTE0O6eI^x3Q
zsg(afiN87;V%yzPHKJ?dqkQa;D#^#II#C5Uyqe-%%$yrV0<3Ky?C$Panfrtr{E?Lb
zm7qwo&<05p;23NG*LP>%a|rmE_gRzg97DJs^p`>lyJhBfAa&iq+8*yS|E!Bg0n&=q
zi}4n8`V#EO-JJ=!Y)D92g~LD=4Vvxr?HG+vJCm+()AAmOCUF-oZhi7;bmIz_L<L~w
zt$82Sd+&F>lv<-<+ANb&Usjn;s+n<C%Wt~deay2D!e_f)xR$X(#TAvXh+w}vg5M43
zQk6gZMqoG6oYJ`t8JqW?fM7WTqihP<agok+@Fjq^^uZFt%!OLO3@x0gZW<&c*3qGl
zn|nRRS~D1cpNQ;53WIOK)B6amwz?MQ98}G+A;MKy)hn-sSjlH-F&tCOx7WCZo}LRN
zHFc`yUBNv2q_wlvj3wx)Y+xFi;i`MG>(<2#&0SneV=<TUbWu)OsF`(xlUVLJOO7%u
z?9{Q6(}98<kg8>e59k-TWMs1q*L$xoYtgP$Ib=4rIAZtGX6F8Y;NZo4vA$}ZWD2#s
z=RFUe8sPR5wA9Zvk?1z0%uuNVLi25>OB|Nm`$xNP+7elO2}pZJK_3O~)By6bL4&X4
z;?g_lAg`o)575w`N3HeK$vO=oHx9Ea)hLsFOtjGXoH%2X<#eNYl~|kT*HKHqYC|Ru
z29oOsR^L6R_z1w}T;sCxq}niS?#Ja1SMD7L`dYH6HlM$Z2>$)L`Ms0#f1nxw$U6Ql
zgW=Mw5}rxpeHxKe&i=yD0=s!ecQS6S(?ms&ErvR^Kv!IUl6A^`Jr0Ps8fU>hX>c#(
z3Ki2mlXd*Ehs|^XjiV*r9ghpH@Du*uioFHoqX&2=qMzL^{9ofvlki0m<f)}6NC<bS
zZ&Nj=&@Vr#iW6YX3?MdGB+cyq(RD8VOt=3Z|6tf0XNH8@w8`d7<WSj$+5s_#oMSnM
zG^b8#=G5r0W)2I5HmoG)9LurWIZ28Tg-Q+`N!@k-_Wc8X|A5CH?BTku_xtsFJ~u)Q
zCtK?n8o|u7^<Z}=_lH6H%`yK9<E&=F$OSVq$A`f<G6zZr7(^=<j$gJ40Qs<3Qv<ao
zlF8J(7j|ZaZN>4=7&MFXUC?v`8Ce21S0V(lgs6R1ec%yvoMcGa%QL)aqBkT57;377
z4(FQ0Qf2U(Q|o65BQU$fNT2MadIUmV{jyKJ&1|=Krj3%lK<J5n{qn&T3(?TyK;zQq
zGr0s$dw9Nocc;!wmCM|co^KNylw#0-<Xq=+g7|B}z%DCa&vEdbdfDU0wyqnV`-}fj
z(BO@AkqLw7|9iX8D(K}C&0CW`GGCK)P$dS`asCRVUw}%hRQkywr1xYZp2%<p6?QZm
zJiea)2rN)`&m2^~_)(T{tomw!>T{P~EjjQ(4vS}iU2pP8M@heF;Wme<Ev{?YqjJ^I
zPb~=~!@#U3!QyZ}hZ6%OP<A=skMH?x%qLP=AOYGDN-AiQI0nI4)GpgKJ@eVc<`~i6
zojCRWv1s+<6C8@v^OB#X3K;LBdaMiL5VsEo22(J@4Z|RR-Qjd#pCl#E#eBb*f1)T9
z`EO~`d(jy(3g-LJfqC&oV;_%b`EjSJ?yV$M<E5bh_o^W(j6mnW#Zyg?YsnNZwW%`W
z)aP#=WIW!%iOOOj4_39*jo0!Hmcbb%J2YDulK11=UZ2svk_+W@g07ULrJP*B(a%rk
zTLWGI&{%_W9o)$Od7M7;`gCH0Gk?@E?eBMWa&sO}=w^27drcXCCJ#&8*;F$ztjopm
zP|N7C5D9ZcO^^xoGHq1c(|a@nd<Vhy?rJ^>^sahY{<-ijyKeb;xlcV)czsqKLb3R?
zMjcM<zmO146{3u+Nxn&7Uqs|K$Cc-6EJIpx>VhMbOU`&2oL6}8fMVM=s!w$1R`D2c
z3<|)zlAA1e`gxO!Q46<JWbj4m^fB=nEG>=#XoQl;UGkM75_d%0^ZRd-o<B&FFh-_G
zpY;Fbz*;nnycQ9eAZ0qnGwm@(ptOB(&+X+kH$cy<P9_YS<+TgGu?AgT*ROQmYwxv8
zqW9vJO#KP)ACQ7{4Dw1R;qsogpQ-g`@zM5HL5}H~X(2)Rdr}7Q`=$TBSbfjCO5Zz#
zSrZKBIgRU}NhtXzLC@Mty>Uq?v)Ly<L+!uh*VCXL#WP{DgVQlr9weK=eu*g_o&Bw{
zY<50LtAOk_RlilwshSQSc=0AYV`sux?Mighl{v)|BIE}vvSQGFVg%b}=ri8kcgrV-
zE^E7?9B5}1I~9j6?OqxxPze-l7LV9n8;MYC(=%?m*(-*CZD|F({&Xkd>z4>pjhZw?
z_IInrLmLT@o1~}^!^s%4CZv3pmFkU?c0zatiU<&uTPb)k*6Y?CXQBs@V!`!V-UZM<
zQrFkNbae5s{oZ@cG$#=s{J+PP-U8>+!rpn(e(85iPuhY{<g^_6Nj2>KkT4-Vv9UbH
z=Y|qOt>K4hMP1kvv_S~EQ30f6cHAi767k@<KQzYy0#|8{B=?CZH4p1)mt38HoZc%*
z{U#12%891jucQ^&w>~Z!+BO7cS!&yvpzT=^INNS!xt5r#PsidMB#WFoLn7b+@i;9B
z4o-Y+=ncpTn7W??x^~Uz`#2iorS%pcM&aPJ#KtaM)P@en3nm4XQW&o~sy>^u)MHU%
zW~|A?<B<`daL)GS*~@a);ul2epnE(k*mK>HgFN-NeZ%o>whIbkO=;qqajlSYs+iWz
ztRG}SItFD1b>~d4<SMk6wYs>kPAd4NtkVyk*>Mh4O=IHX?#V}QjQ{h4iMe4)rR(z@
z4dal30>u(gDegw;-`!V~_maHh$*bFGRb1cTWf_-?0$<>ZM-T~Rk^XQ`z_rgp5|y)0
zYHMdk^5)5n?HfnU>13EPn&dIyQ@#u`ZgOFd2(7B$9S)KX=P)_tMlmbinWpm(5#}#l
zp0%B~-8{Bt_gYbz8f#l;6n5eCn$49j@DX0-=LhwF)t)rBUB)gE3Cr%z72UBrvA;gn
zVFXCG$S{`H)dMA=qdWtkGTC)A?C<rBHR@(QDTNmK`+$O2SM7v$R6Aw*NW-bnA~TP4
zw_)ly)?`%q2>jUTNmV|)eMP2P^)NQgG-FpuL(UV6m(l0<ObuQweb`2-wK$Ai{n7Bb
z`A<b^4{hanrsbh)u=}BJ^~87l{NaAfzj=O)=+nAGE)-q*J@&<Mr_mV|J8+rSUslzJ
za`1#27#MZ95GO`C`Yw>dz(+SJyy>5rmgT1{OZGJeZ9E#5yj}hu@H}1dm)`N{Z_YQ4
zuf17)s9j<<BzUWMQia-Y_^zpNHRCGoLnmnu{jA{lFTKanGg-fHKeVk|9VqKpIdEhx
zfB@ey>!!4Nu9Rpv3d&_HFWpJCeg3{o$I^VZp;P?5)aCBA{qpb5pqpVkaZk_f@$xCH
zwcr7NG>qkTHsIUCBb{499~Zn}%5QaCZ<{~&^MCDL8Ky_>V`a?_&5yfJ|KVS{bN{#N
z8HG^m_PtYKV!w~}7(2LEd!kpjrYj(hma_(^bZ3uHNZM(^5veaK#3ES8bC;uC!qYc-
z+o-`F_r^Q>2j4{94td&8F*O@sxw*Eg@!F^kWB&YZM9uWm@I#|#?qnEOc_v^vH&fEy
z?Wopp%AoZh3BU3@cBNJ5*ifl22>i$3)x{g<rKf$ame!p2pIQ^LE-nUsZaXIRZ+yqK
z%E>nI$Sb~@UN1TSJUf|rPl$-IHujt<B&1SS7WB-of^Mdye`hG|oqRr55xx9$vgvbC
z@8?*EX1^%5oHj8;+1oH&E}73g9<o>Wz*d@>vcZ2qBC||uLgwaHZTzQ4{%e{~%}ZVF
z7;cu&XHR_pF{%_dQ7#Dy+nwP<jjq9nmc^E*f0$OE_8|~p3@erVFT;WhJ1oZR*Pn<m
zTo_r{gqHy>t+IBka91&M1y7`K^A*J1;ZKLfeRk-OS35BUp$BuPw{T6Bn703b*8qK{
zsy*#qgC0?QimLke>$Ub@Yap^9(HqVZQZIux&vvule)Nn-S&l7XNiVR-D-Jik5OrKF
zv@^l|EZZBWw!9%!)80uS_m9k?Os{noztRh<NsOL;JEmMVUenn;e1M08&8^os=ueGL
zHr(~AVu@~$0<?D_m5d&o9POH0%sF!^Qet0A2u|UP4D!hm){3<MbZ%;M#$76hUFJey
z?7@ze{c{tKJ|qKtPl4q%aJU#pTx|ZXuu}o{N5aY7{WNf^x||4l1SqV(oD**!q{ID0
z^!=I>q1N#q#&{}sj^}?plXzGzDq!;$`)>mi<w+GUCcEx6MgaRl4gJ_gCq?sRa-2B1
zn?POoX4M7~q$nhg`79FP`eL*Cq!YE#r%GcUw%HBWu#0;A#20X%YH42I5lW&li&9H{
zaccK{5#rI4YA3R$*2aQEQ0%C)ukFs9V~ZwUT|pu~qS#Ua+H<yV{mBlQI4eog2g1?*
zZK<UN&|!y=r`)B);mO3ri_wWo@|Uibe)P2rv@@1ImG~&Al~5izwoRn0!!*z6Ug`R-
zA7e0Z`HonX^wC2B#&6Tp1P)k;+mfpYAgmv+A1#$&te!1CpP=#c$JcbfK1akogH%x-
z5}^oUXs&w?w8Vk%b|$U>6iicjV3D{Y-&Yi%l)9o(Ao+dq?Bn$NgFp$)jcfJHIZj?v
zO5dR+CdefuUA#d^YUAsoZaESWXVW7D^Q<GGx#FT&Yz-2<X-F+yoQqwb4IM-W@sQ-b
zy5n;IV4+!N9&+&$BcQiMB5+mn>QKNg`*Kl6piDim1W^2UuW6A5KV?1vL}q=;FVxM8
zv$R^G@G7;Z#>*%2<p?}nGYKfd0b4l*l_ebL=Bt4D=;U(*NW@@SXertnjX#^;h7w>Y
z*@tMwBJ2cAY_KpC3xp!I7p1ZKJ;J7HS-c9X9@JAnactV1E*WeST}(E-knmNEMJ0oE
zt>y+t0`=$b=yB|7ht<1iFIhxnu+;jEpYCvLKg$C%mS5(A`-|w66dz9gEK&r$2tAs(
z7zf%#1G824D_H+BSUTeoa`7X|e8zlBe5uEL$ba?OiFFT5;j59nV8=m~yi!sHa_{Gy
z*KjH8pEluv4%Uhhx5^wJJ^kr1Ep(G#(;v(?0r`HxgoB`XWWTnOHkEG}aj$|ruIUD!
z*c_xENg!3Yr{tzsy+?Lu`2Az7!k~AfTsYiAXR`|A$IuL>R<@B9qG{RtbK}G?x8HQh
z0Ht;;VxIx_QJ1NJ%iN*F^RbytQC4N9!}CzmqUo>Q!7S3wgbAg}a4vO1{qUs|`$dZO
ziQ=1C`(HTr5JqF3K#yVq;>&#et;lqpK%kzjlU`e&T4~rD^~G0|>Eg1!g$(e1E+Ioq
zCznQp(VXMwBS3_RyEe#u&qr6eL}eRvVsNwcBR7%aSR=3g@;N>i9_GhS@96Dy931)C
zTh@r2n_|Q+hSS<xz6sQFErRQMtwsCj{m3p*>f2}PuIQPTiC@q0>rA~6u;cLEf?R~s
z?|}$c5KIiC3~G$v6=Ue)6u%xk+kS!<2Nz9ky$YZVLxr;;vRM5oT)~yrxjiCHr&k`m
zj<~1A$fVvsNX%YJ6}u<aJT2G6^hLpteb?!{&<l@3eb^5_@1Zm^(PmP(8zT2HidS9N
z7}bk$5JO%DP#XC<oy69Gp_kgy7*j$2E*crS^nLFG%jz<CnHLI1kq)#F?@bw)`NmSc
z8)u;H*CM<L$oiBEs1tTABL5>6x5psYB&5qIQB;^7<hqkk*~?b9hd+&Oz|_k_{kkMX
z@8bai>7+OvZS~^LedjxOxwL(dVBKMAmqaTUi5(`j2`Ln@dm!PuLFLKcSF0_4e*G#!
z4%qizS?As}9^_Pw7I!&QC9*SJTu#JNb_8Me9!8xkk$&E?C+}wWeF%=E95OttnFhI5
zD640!bpA$|>V6iV>U@ipjl;tj)b0vWUVF6|Ca;B6Py+$DsI;~mkkheHV0FB7R?M5L
z`f27$rL%i6fpVjqwjocNvVWYK_x@q;k2B|7jxGSLbu~0{3t+Tf|8vfJq8_tM{ypfK
zc3;<DU}Wl2-fG{augf4Xq%k1qJr1}e`Qb0SK^&Rrg=*uAe~gLQ`P<~64_qg}J5&FK
zp7H8S9)|1!iERnOqJ&-YCP;lhJ(rn}qFxb{!}LFv0E;fr<<^Xu;!c6J9R>DcLS(gc
zd!g8auV>uQ5zZIx_N(OBh!+h2OCz}~;KRDKZv4QI54R0%50qjcTn+%p)s1s!fX$W!
z4GztCZE$^b>rfLD?bleLosE`>`HUoiW+W5OUUoApxzZDhBv8#-tN%<&<|fBbsTvom
zlYkx>{Oe1KnQi%3^v*SXcEIQkvSBqfOTks}${ZRDDubhl%W#+ak*_3Am{47~mQf|4
z#99TjWt&IkTN-8}hdGC|A2n0p(g+et=ou7`G4J_>c$0k2Ex9Dmf%6*z{CK%H-XIP0
zLld8EYuQ5z8gwzTRQF<dt_ZFs*=wp8(6D_$<T<2r>)abvbo0>;13HVG1k_A%z~}Er
z{ThTAFcR0|&Wi)b&b}~^!5qjU?s1hP5l48~WARIaxR5B3#<nDE8Oh)ng1>BkK(PEb
zzMo1jJDU?yh0?j@UR1X1Q_iWAy1RDF*uMdg*6EB;C!a6#rjEMu#(VW*cL@L46Sk;5
zd{h1T;gEf-VAa9{2C%G@sFrTHn26_(wyDIcM1=adi+X3_w2x#a1m)XKt?7K@)F}1&
z1)M_`gV09<=JXG_20jN>X$Nn^R-L1kBcoL9cp{htHw}o9;kfrFfP7G;7>sv;06oGW
zUxJ?MrMz|kiC~5Rlmw4})#=`k6YmKoixxY_4h)%zktA?v;gGCN2C($l>?`PB?Lp6U
zNo{{?cL95lnr})Ice~JHvrnld9wrKq^y-vGU_w9`B*!JK6c<6~GX1OFPbDQ^F89#>
zn#h^Z5!hZSH3RU^+db153Vpq>kMKs&-6)nbM22UMv_L_L=-jZu(O#d0Pr14+Xoryj
zo#h?77VFm*-hE+WRC$=Dg!>UFQygqy_Y{vev`X-9$xJ`k%e$R`<yO!8jW+@@IN7`q
zrZ;LPiliiKWhnN__mr*H{V$jMk$qF!7jOQ&P?B}prN%8E8`Y!jk}IyM@J%B2R1&Hs
zj-F0&)uU!{DJ`hHFJTY$zA6C*pPu|Z8qOXmG;wYeh7_n&<~{!>2;}@R@aUfUlc$&X
zhj9uH1vj2`#!fEJntxQ*p^d2mq*2p+`$jgHMiub6w}0m3+7<d8ZVHX2{C-Tiq^ljt
ztz+k^ggA8?c5-5*QvMpqNmgsqYNyf?!;|etx4q>6${}B9nZmIIjio^lX%IXNq0ET)
zUQ5s3y$3|#y8AUTyu?bxSEY?a@ntVU3Px7!_ua(De>geoduBe@+n82x(*>G&C5__C
zeR!~<NLHNrBDH~JNCmsztT*6%l*^Tj7WyPL)~ijAIfxmO-Ye`hrXA1iM=%X{M3D^D
zd;Gi8hK9}bm(DMduo9hI<^|aV)&ypZb&}A%tfKkB>bG#}3C>#8TO>RbC*A{beE$i^
zTl^1@zlnmm^Hl_TE|f4&k6@Ao5gV#ruyoO$5bEB;4wf)+`4<y<>75&fk*IjlzCqbc
z(#jRZ`18KrQWQYly}J~OK6x{^A&Hzpqlox6rf7%J&Xi<duagLjA^G{;x-AM_5?8xI
z#VrQCb^OTEBd9j;tp}+@V%UaKNv)xm_uC!XdDJ*K8j>dial20v!>OH^hBAkzd^^r-
z^msO^k?P`9K-nl|8ZOXiLC}=pcf7hI5It~Uo<-L)6g5GYh9{G~w_oL@rIt@W42Z?U
zvZ2HS+qOo!nzzDAe#ZT|5Y$KZR_9Wr6qYz*fzrst=mVuUcZ(hequ`3%L&0}=vObXA
zED-<GPk)1V4caW1(@BQwFE6%lD8Y!)?b1tt3#D1wcu<r5w3(*)^KqIIk#~=vVuan1
zkEV`!TC5La^oaifbtU^Rmyzh@PACdt5{F9TS2C<>Y}f~g*|rIgBO5w{+%msVFIR|!
zgSLy$cy$&KxjN?H+jul=YLg@?p$d;g6kJUWU44Cg;rz@erHu0*RdE7bOYuS6jX)mt
zm#*$IH6y(a!CvT66uZSWX0swds9da%XNlbuHh})JMLo_7+6`t8tdTEnXrBq9H=<+W
z*KZhlNzB>()!wxuB*fD@n?O{cLpxHMj*<3{Rfgkfh*9BP@!&BrTh`euw-@YO%;Qyl
z-dKP(@>&UFp{I7yj^Xv=#4ugE(A=6Nrd-bM713Y$8h#jzGW=<C0jKk$qT^R0*-fVi
zrVuP3BSp`hEM*;8HH21?c!^jQFOe#02zvlAt1t+Cq{iUU*p)ZCS!c9wo<@f(Z;k}k
zc;d(3S&~jPwg*+_39t1bA5u9tDpl#bUCWuj#O*|(Hdiv!ecK%`=5$X>HfEZDS5jt~
zIaZI6y>SPZ(lkpq63nC@mhA!`(;xNC>4FhNHkAgH<^5n#t}Z`Zh9%Jn>%oH@Et(ag
zzx{F4S9qxr@E_3sI8`mvxsqpt<)TsO&ecT{XPunQqCP8Vp-~FW>hMe**xX)<<;BBK
zBuDhDxPWUQfy#>j=wvE%H+7)J&~FZvmkv{#dM{R0Lol?Htb{ksYj)l0+mPK~Cjyq~
zwVRS<Jo?fn-2qR2y6{1C3LN7Fg6*RnPn_zKo>e58K`^AT$~0ytusFAko9W??+`v%u
z*q%E={=C!G-Bn42-|mIWke+e(v)s64$3M4VoKuXdQ(t;%^DqRD-`zW)A4w?oS*XTa
z5#o-;8S~(Hxiw1#?bWS^vPVnsbP`FjZfYo`yhw03av6ENn@8u=+&R@NaK!Jtz2G@*
z70&8NZ~AlA*ZG_em@f*ABF$7wjZ6Ya5fGfWoI9Fd3RHpwopLbqP?KJ!k6gW3Q=Y2g
zZ;sApW*CTK%1g~Jknd{@@9Wo`XAPW~MP2pHyY=_tf4~mH4z>lW{CTyD3{?OnO4JwY
z1SKY;hrK0);+vDtz>@X=1XUxxm{TGS<~w#!GKlo0J+lQ&rzVB?IgNsro!2%yzx_NV
zYvDIVHhqtzPwwD~9I~mI3UDz6Fme;IAqNyHI{PjMvbz2H&=fM<g&{KmBN9bM&v<|X
zB$I%EoseCU{~UcUGbj<O7?6yta!wI_M9R<OZ$6DpYTwJ#87RnnfdC}fB*06e<ITx<
zRyWb+O#RoUYmyHVpI4zetM~`GUH~VCvUWal-AK5zOZB*%dhE<W?S*~&Ql^Uel%4(!
z&%?FJaPBi#{>n|C_<U48%tbaQ?rlsG)22f9cfS1J?(6?HJ&2FG{nc~$uTj^3z+ryv
zryNV5kx~Gypu(voxzaCC8OSXqiOlHfcYMdaPFzyH2@%o33R6{mY`SlzXC!`rfA?I-
zh^v^@6@E!kb>9+*Q@$UIs%(lH-cxb<c<briYo9I+)4v!_{0Cs7cW<p8|DKfvq>Cyg
z42Zt|%)f>2!PCEz%R2q7AH#*52~q+w0&}7!pR206`$}9}O~4@azTr997OgT5{R~j;
zejI&=_09EYQCP==u3jyhS$hVMoMCirJSN^=&s7`JuL2<M<u}<2uY~FujJBrCGu8Ym
zSRUf)WkcE7UuW@3O2Zg^*b;BXOm#!v`PVMLt0h)-wTg-Q>j}{f<G*{-SOTd)!XQAe
z${Li)cQbC0@b3|g$4$700-dr=#IE(edd)|iuR+C_e@^^^9Kie3Wq>|FB>n@MknN-I
zie$(F4(B!9rA-ZFDLSb1yjXqsC@|3qC%1KAwCebARVd4cO$@H&a-n>Ir@<X&uQAQg
zPz?GFdpxYjos13oUBfF)Qlo{WCB++-kjAj91OB&8&0$1efl{Qywh7heb<5(*SO-lj
z3boKQs{qh!6D!eVoCmwzm@<4yiw>Jx%07E&?aYNfqSbj!9IP|+sfk`(TS&f<?#H<Q
z041g_wS|=|TY*VDIJ?7|v`f@N01@F=D#?OtAFa3?(Mg_!;$CT$BCe3q?K?T7y!7lX
z=U78<+zk?%1+oeg>jGWAqAKE{s?o%Dy`8_70lswy#pw#y5FbJ{@fZ~OqYF)oHR&+&
zI5U@@i^+<Sq122DM8#E_bEpJWqTA`FaA>qve;0L$!YwA%q0!)-t2e;B99S+=&xP<9
zhDYpHDvfTzE9YoO4l<#FC6s3I!bvYdm*(Y{;SqTaMfb>Te;#Si@_~bIcS3f;4j6nD
ziLt6Vo*rCg(Q1iCs2kHD7XPzA`z*VR@i1TTPxzJLRolev`_T=e+lYag+Ksr7f!(hQ
zbl}aex2Vg8e_-c&(%z5o!02Pcy-LrJD3oog*qwdGTs7pl*NXqZ<h-hM_tSOlAa!>;
zW?zx`<blh(-of<m=!ui7*43~5zMXvC7}@P3Ltyr_g@jnCwHR;#J7d&VI<McGqneAh
z@{c5XdIuZ!+J06}oQT}fEEmYCdx1dHqFU~GOVm?!1Q62sT>hZ9*B+djerl4n{h@+C
zK3X@<#w~ds8RA{@o7Dexs5tpEi$rC*<xXr-IgCylPMI_#NvBK1dnm|FOTqfpvBm4u
zGfe`u{L5a_?WR&tHDYPlP@%4SjZ&_|fa#JjC^gBGpUbx>#R7%wc_mesUy4%lUw<_m
zBtb%{?jNPwZi-?QkYVmt#_GEp#`Y;>k|c_M6^v4vcUTzoDc9TAhp}G~s2vJ!F&0hd
zvbZHBQveZp?9qt=cujL)g~cavFQ`*b#PZA9n2R^TIZlu-&ldU%O?~Q-kpx~b7Ev3f
zV4<&hN?w1FLGY`ed)gAH*sApX<49{Uqj4+Q{6&A2PFY}*uG@-Wh%m7O0I1^vV281^
z=uN%(b&{Rxq_e3<sF36s&a3c(z8e^%z5<uSaW3_kV$qtDrC{Esv5kXBb|IMa*(NW;
zwVR!+^g$CA4;{yyUTILGjjA`>2+6aOVxf^C>C$5KWo8*L45OwCm@Fcy;t0}OCXGWv
z547m0u=EcUf49kwcr@}3<SA)|8CKC}`iWTtgjxffs@_@!^(XJVE)Tls<5iO_5+4n3
zCWT28566P#dOF*(KUgTfSW~e7I6mQlIY}ts^CGDfWkJEr%CE0X9gMm^Hy0SC{(fkz
zXm{!!av)cfmG{2z5hI4=)m7@|9-M&-3j8`Ml=FBYSXjR|Dwmumn9&M_V*@YZ?Fuc8
z)9KER<8Iu@ko)1T^_SGW!W4*ys{uJg7Mv?LH7>9wI(vZXss;^nE!E;P_BwVez3OQ1
zJQbj1K}y2v;r>Els+5m(>fhywlm=o}%rj*;?=q1<edy)2SLFW8B)f~V@U2;{r{`)R
z+EtB`B5Ov<ANJbNPuBj4Oyoiwr|3%FFnrsM*BNML5vcLg|6!O?5Zpsq!5u>J^y|Xh
zMpUK_9K6%9zVmg1!z)K}w~j(Ddw!VQ?R#RD%#z08w83}C6X}vjGC3oQgve~X+-@?E
zw4L)!996(hho_eYUV@pKJP$$ZOsnm-^nl<oy3~oL4O9slV^GJOaN3ByEydKGXSoEk
zPRiQ%IU3y{6^M)*Rqm-62mGciKBE*blYlgn5PjQm$1kpM{Gu<ZLG8yB9-F>#{mj6S
z5>cTbRcj_5@l8SO3$%rIwv$L((1)|1baCgerN227KXtdLY6vV@xJ6$YbZS@^(I7NR
z6xW%1<+k0ya`*ccYilu97Yf#3AVZoAx}RESg(Y|jj8EQOLK-y_p9?Qv+3vHF>*IO_
zW39ZxP22X1{A*jqKVAmCUjR7|=3+2JT`SzN@S3T@_KM&T4Tk?i9ToaGucM%VbAy|h
z@sY0iAJA&%k9Y;owQK`lsn7c{zjG|(KVT4C;m$A%F4hhwlSS%@Y#U?c8yK?ZHWlu(
z+F8RRxeE*q-sNTtgGxe5hxYF4tUG+tL>DMLSoAXJ)5k$oupocR^h)o2zq%@fLd=JN
z6L$dW)3zxV5=+h^Fc93zJU6w$vK_T!wUP~pIe2vt4o|((z@c)M5XD~MyWh(zfKfK#
z>;EKv{)}u2*N*QKL=N-9xjW=IgM-KEHV*fXtvnc1iF0p2gD7I+y_CFM<^KS9Z;62&
zo63D{SD;!X#KOqkios;J0%;6+l2@XeT|11My1A1T65+$-uo-`rN>M*0q3&M0yK@#m
zPO@Gk9F<9;vx%S|&^JE6zW=3*ekj_(ZHa<OB=?RBj8PUOic>$NHN9VF)c&Ha^nqUr
zKB~s{c-V-@W1>6_7h<S#1IahJa0xcMF=KcErP~a=%99VEgpfG{>h-#qiI;m?^Q40k
zmqmb18IpBU{OhAWB3S87d{gSN^N)32JW_m7YF3GkARjrew@e^ciC`Z>wB3!t!zXPR
z2o~P@I8|RUfBY9c6J=nJ288x?I0b*tpfGwAF!AwBaN~Ux)IC?429Xwy`K;0Y11yhy
z+uD8mfu(ls7HfP7d)V6wZ*=o!(TFM{#fmySk<ICf+6n_M54JH9=`(3toHFNpl#N8R
zMxu#Q@`LSDpWgE&C~rP31pak#poPu0Vf=3#j~uZv{RWh_y1g2LkY0s(%g4z_pu8hx
z>g9@GH-%YcG1N|~O^!a3Rj@0Pr~AE$PE+z(T`Z-}MTYS?sywn^qtr}w6q_O2j4&u*
zjxov1F>yEJW|usbBHhSA)62-d%aT~N=B&@+htsZuwQoeYc-+X_B>UBKyle_1k}PO}
zJ`)5&9Rmg%AiD*(Y?%60ibxV|-;f35<&yN$lXxJLgo#a{@0`0rPMbg^f2w!Qs}PSG
z5Dyk8RVI`YQIQEjP1O#Nf<`nLiw0j{q1Z)zL-Iu{&(v!S9``jQP8ybm1{Rx8g`POc
zJpKT(@H2(mV&9ROfR&@9&}8Dr@0)qJRAm9Y2=WAb)tTw|wPfusXN2C@rJ|-Fx&A)q
z+=+in{cKJpUz>A{5a*^&JKkh&t}Y1zvuARh@ETsI=0!U-2t4Ru*<DzN582Ja?{&DR
zV=kHYCSA|<6UYO3QT6ldPhYZ0j{JKKjtxB8TfeDN`^IcuD3!Oq1J$6tG<w?7O=#Mq
ztBZ`xdm3scGi&Ix<owdu!4vMqbZE_1`teb*pmEqU0mT0g=rVvkU*w`OyFNtb37SGw
zEUuBZ4i$RQ&uE|HkCK&5sO9C<0oWv87ae?(%Z8PoUrIdR`CRV76B}c{Jq;9Q)B>pO
zNBGszYrZ+%#-dadN<z1NfV9z!C#}J8Q$dnB=b5#Y`aVy&LbR2q49O7A&BeT87?!Z}
zKR8XjCXYpYdf5%WFX70p9{1}LPFaPrqJa8TgR@O-SIrI8OX-XnqZ-3blfMYfd=W+Z
z<;x#TaK-5mR0*ua6e#oM4d)r2TUpmQd_VHo*>Q026(PY+stpA=UrU(b1ZbyRH;DfP
zqFN8>=E7@;)+u)YYa8R|;cy7hmJ!xwxoxSIY`6@i1UN3p^t(?LEMddKo|{QbK10en
zmcCgJ+oKcw*I1&m^cxf(Se7?o)y&lO`{{i@OzUj7Ly9p=5;0)K?bD$;PEKI-Oh?^U
z2fR=#8t$@Ol+X$$$d#hjFO#Foy;+p02L^bSRZ1YZG;o@oB)ZqM{Gl9Qc=_^bYd42u
zE5C{K{3d_t%<GZPAy~OMCzNw-bP`a$-BE1i%>3Yc)wG@?I$GTRu7qu%0Wv<1uj1&^
z60cY1f|F!EKEtdK<BEmk35EIl>kC|%Fde=lcob4IP@v9$E&}DX2I1OQb$z}C6Y_7M
zBSph|;ZC8WEb8Du&7772+B=&8E9#rzwkZV_Fz-BaS*%6)?1a{d4g^>7B_)8(zSJ-+
zF{yMt@86CH5S1V5jSjNH8&)m7{^^IBS>2RAUF95R7y&7^rm<yjZ6+d&>$tYKFHYB9
zKK!<2o7WMDLD*c7Z;u9fsvKDAr*b4}!9>H61Y=h%t%vf8j@u-sMT*Bn-{H`cAL9*>
zTR=v~o5<J_+tm7BUq63i>IsV-xwgTNCjY!M!R9~y>qI4Kzw^i!1)E68EOl-R%cYeJ
z%k}>y)IU7^#zniDFnaXR#XpKePV*=;Da{`pna)9vbilW{n6P~lcW&kvZCvV1&!1%^
zC!kA9)wu+B(QWyju1DwT+nBbir-Xs~uCku}>-*+&=H|(;L7$h=*Z%Hm>4F7|j3_gY
zKeLaEA_@;&#o2sa0WMws@E4>AfTK5@kL)Cm6F*Qno{E=ud%2KJhaERv)dmU-th4io
z7K@~gX>bY6{2|x;sS#^=rm(s-z@VCDh75|+VdD?pr5YL@uGh3Zn55cPF+sWM;)ccy
zN@U<<M2hG7Jf`2(0fhG!6C1Q8|J>_{;f{=D^XJ1c;P2n6&q0WeEYp71y++{`QuDiB
zoFqx$!#W1S^MXH8#7Nv0w^YsX7Z})#|8qk>uF}~1*r#W-t6&0M1e)wx1Hee1#nHdp
z$7<5~L$1>&DH<!D!`2+h!cy9DIW4X_emkdX>4Z6_YfppTus0GTp&Piv3w)T6Q}i@X
zMf7h`;J~U+3psE5HdK3kUWtefF67XbGX5e;O?LXWGfOUJO!soK?E574aX;jif;u*3
z`p;b*qEFUA1!(e9UD+D<UPQ+TGwW!}P<!I-`o~k>UQ18ko_;F#TX|El>rAHBZ^GMF
zF0rgf*R(80u^e=B_>@*}`BG_@<t16Rnn%_NOYU@}%+9lsJnM7Le$#$2W{~>N%~xV<
zl#f8ty2q0*9Nw$s%B^$}IG(b;?{nSY1f~WOcgyauAfR~vi}MlVC+@nRojtizw&-1_
z*u^kLOI_b@&CUI5Hm^4tG&QEeYX5@XZbV!-+iMnfMK9ybeyO`pYFS?~ONQmuO(Ete
z;hV&s&%eCmBEM)Jt{f=o`G^|5TUD8J6ceZXr!<*y>Di4<yRM%xYHNyXYuV15^?e1`
zlqm;y^;o*8_Zcfl&i`r^dSsLpW;MUg_#$U>x%v6dJGriz5_>Z~HOFPd4tu65u}?OC
zf>hn9%KtI6>3wnN_KE+1`nV~t9^;4|r_|4%dw0N^`}_FjqgK<K?ExhQDksv;P&P>B
zUPfYpKaddq9nm_pnOS|))8;zm_gG0u_n`+66w`a|uf(mj<;3gQ&7ASPS8D>FpBD#c
zUwq91$L>?FKPbU2G?hPxXA`Se-LP&C7~K=+WraaCPclp<7?y);KYqmSJ9|hY>{*wn
z&X8NH5T1YF)OfkSYI*nmfMupn<N-_49DlOqe&rd_!1ig--@cA?5#Hw4y;ZlVBlVAi
z|FyV-cB?rR)~?m_FB0!&VPB8+cZj+ot5~Y?B1MmPv#Gx6?oDBingxB?sX!1v&k9z$
zf!?Y;Rpjf(EVI)(Xgko?kOI#fu77C6s{gv{=f~F9is5fhd-#pqCX~hr)_=(T>djy}
ze^dB^fS`LjHN|H}0_`8&VKw9*$PWi`LMM0P)b)c0FbE-_Mbfwx<yHH2<%_)&Cq2#S
zDN6TYgt=C4p)obZdPW>rc8t1BU%^dw6;?B~Z>N>h!NZ*2@P`KHF8aN@7JdClvY_gz
zVD*9&lvXL`GXF(BsOPOc>tvyG({3fl1IdJl12>SXr>ereF>gPlwz-bZ+CGXJqCc|t
zrGz{58YI%G>Ua{>qbvmkjW;xSn0`NK=cZN4{0u4Wt)(J#!7}Dx%G-vV52qb9c9aNu
zKUX<tluG&ivi{e)$^933(EICv{mMC(8QKw#@gbrPABXkai|q^}<?+6f)cN<xjsh+4
z8Z`Z`YZyYXx7|>~$tWYaEcPh;gn7G7CXIaOt>z(`z;oWRO4wkTCggOjod>xO<r_hB
zF*&cDOZ**$Qo-B_L-&Epq;J))c9cH6mv|{^o;Nj8`w3IqW*h$E?mx7Sxan!jj@ws~
zr4~-_!+Okwm{1!v-A;B?!Ef!4w7Jy1P-`Ch!{n89LhU}|(#Df-jVERn(v^Q4_cQ7H
zuF)>%9xFH3^z(H3ms4xef3H`(l3l}^=qIH%+baJy|7~~g_nQ49^yYq32Q^ubW9|&$
z?&lYWYwbN^%W4L_=SP3vmL8hVnp%kDwELS9(08_Fe_#6Bx6vg1%G4=I{hcLRtw}Mc
zE;0-K+kZ1`k5YAc7bf2#zSV9`Hhm@HiFuc~vWSQHe$r{jLx^^HUB1Gdw}UI&#f(1|
z6)s$F{AESKwdw1r5izG9ymTEXHjLtZ6^!Os`wh79M+rKEg;*L{hf-(|MC2JnP}vQ-
za3NM?yF1=wvtMKl+g;lF9YagZ+tXNFRO(vQo0!z_Dyun*`@y{PP~PbD4~OJCbt}}U
z=cSHqYV{u)fW(Bu8T+CWnl27ar_42FN4!XWqNgBf{km7NdS3h1p0k~5SzS+K73A(Y
zJWX)@`LV>&E0$gJ=YX%T>Vd{f;6h|z_d?gN_-Whrjp?huCH`cck6XB9y7_dI()oG!
ziCwc15w6)2v8pQAY+%!2O)EZJyD2X~)`5h*o^s})GKY65zVGw(w%C!2NYsD8(ZH|R
zFIOm85tlNKhF_3)GB;rPp4CzK8^7>tUG3c=SZ~F`0lSp9RKd-xo!jbU22X#aTv$<P
zKwrV=VZxm6+!qw;+~vftoUL1a@L_-HhI29N`_sCWx91ODz9<_VxU;M2ym`ZMheF@b
zj_v~Ubn8=br_Wpc*rje4?y^g`jG2tlP=1^drZD|lTB9!YWJh_E)O|bWJd46zx;NQ=
zx*jM8{iFA?GOm3S)UBMVe3CD(EB;F>S$67|{XH^+gd~w?xp;`j`agt!sQVtfDy3^2
z9EUHVU$uakBln_a5m;2tomEKC{Nn8^N!C*^p_O-kvsACv1?#wu%lgssh|m{3D`Jls
z`pKVF>&5l8hFVVE2<$9ONqjb1<DClIinS9P$ZlDg$18LA>2h6U;<Gw|Q{z;?g^f|T
zksgEX|HIlQU?g_3<y(gD?SoYZVz$ORf25OTSODXQsq(i|qu}y<S5r?~y2$KJ1Tfc1
zFf7d~yUdG~I>K|p!|S~q*&B&Jw(Yo_BS!Ih(D~Mc_leVE_V0|_#KAkg<j=Cj4uxul
zGOuL#K$4zb=y^NSIdiCX7q$1p%<O{t<ANVcAS#l|aPjdhvqK3Yh@fzH8OWXz%)y`%
z3RcWsU?bdP@;s27^hq8lmVOY>$Pgz|Ob)CbTpqK(+yAG#%u0ydI|DEM!r+7W>818<
z{IKCXgSmLn8<#<gPvK`cgp9MCF?kktRO;QIG4GiViZ`HdS(t+#`)DImL#SOzJ_7cI
zYlSvlaGEz}_@l(#arqYMxCfn08A`f7x3T0x&o=u9j$#pU?&bP-%sCq|%SQmZ?6>r_
zaR8iSAS1OR8GMh8BxAxl7|ClO7mN%k1SPO5pdEa>i)B`B8-}I5Qo|5(%d5NYKh{0B
zqH`Y~11kZB(*)9&RzX*P(9Y(_xqrM1V1xTWf1#e<ha~WeuLDHCJ!FvjD9%d#@~GiU
zoU7NPCF2DHj2I!(-6@NjyL^;KBz>02;C+*OG$2@7MpI<>&jwkE-Uyk*g0xT>E=z#V
zDH>k4_}I^vR{Pi4c7ciV=BPw{+Wkc?ZDw^P+Ui@aHP$mN-_+Guc~)7jyL*-6!f$Cw
zUfrjfA)#-uEHdhTL(75<U#lP;|0zA=oy8G|$_IHFss#<hE(re#9=!|naTeq~5U!nT
z9;d9^58=R^qh_z%dVWmaa>$G$)oDcEv23DVXmUd2^+0#-wAAE@8pqyiV>a$+PzBP5
z`)A$-CXG<xIUGG7veT}&#6`gSKvG-nFD!PZEDh<G#98GPM~VK#&rDAg2}rT{6HooU
ze_g+kE;YJ7{qt({_e^qL=zTmE7gYGDfkN@p7{-7eb+()cg~Bzb02x<(aj+-N%S+H*
z+}HDii7u!&cOXMRuhNjP=Yf-C7+0an(0~1NcL}#%TBmO)<vgJOl0IK3Wu1!p70FV!
zpE3(xPE>~SZ8To-m0z^4DPaRv?J_l4ND-aGOZ$R=EK4e4<)GOWj*aC$>pATArptVw
zP9_D9B_c4ObkJU^Sd7o@R67D3hm|Y>h`?@G^q0nsDyJ#7==Mm&P(BqX$9$lgq1V@)
zJ*Cz=ZyY8cZza{Bd!WSTQ))3mSBpzOlF6QTOfZ<CT#(Vef6!mKe11rn)x`hec>;*o
ztpA-E<DuNDk_x(0Pl#A*Td&ZakC9zX>jZ{b_q@pyVk2jhMbV!EbPQN)`Hc2ejGhZ%
z5dvs3B-o<@DA3%3NJ!UpadpauX+rU|QE=>$)JLT~c5NO&10R77d94kn_H`1tGUL(?
z(mUIY?}uPWK3UXlDk-?lMqZ+33oLq74-?`HWN@@T9ACFtE}wQkrhB^3j;`?3HoR!6
zZqu=SL4W&=j^l$<|L{aUn}QzAVoEov+IP_>BbW<?+m(7EZrmjvT&&lUO#xALDe80;
z;ke8<6f(b=f;r34AG9L<?Pp++SamUMs4I3j!)TVq%~!SJBq3z?CB-~?c&egR)7_nf
zkS{=ERO{<-Vt=hy9F;JlkI5O%3?&n)@uJ7MAR=nepdKd>Mq+)q0xkD4(jnB$2V`7D
zJ$Ut5q1Ca-PitTVknwbC38dl^kc6JF1M04n)Py19&~Hr9!?3(4dff}da0-SMkLlDN
zoo5L>k1JmOBm<!qy`gI64E7AoR*%TdO)fos6P|n6YltoM?_C~c=XrcftK+^q>`F@_
zGWTxQ!_p}tq62n?h#kBWdfp_u#rW$r_ZK8DA909c1ZQakAM5bUT#ryi2_>CK#-)p)
zmDP$N7yuG%bl{&^br%=1(<m)Fd|8{RXSNr68YB?Wn$cxcgG)Ua2<43@=y&O#I%WN#
zRkVs)1b@U#Gr!Kh^V;q7f^VVsb8*HKd4Y>lYvY@&Lu&^@uz7rR(75n+8%eV}pR4p9
zL{3K;NYPXqEU{!&Xqi=*=`twKnyb3UPNps&4J^HaK|aN@6`RkmiAVf%e%}O|Xf5r_
zNFWh0bECMXhtT)sBtU%#1iPo>t3^?s=I9@0Y>NbRQ%iJ@!W>z(<_o=XEsMkE8Kp8l
zox`x4K%%~UBZhpv_1{v*30X)4MVGxUfRX~sh<Lex0ZMU_q=Wk+lPaJjO4mmO*;_Re
zwGt2g)Xraz;}CH1LPuWOV*aI{<!QivG|sEt@#gN?yTQ|~Bz>y5%Dxew8By-&Ly`W=
zQJ1Nl+SAu%N9fM{e5301gvS|=piQ=wW7{7=$CS{@257U2`+H2g(M6?*truZ#pxJ)P
zslh$&y?0DOEYYZ~>Vb894H0RvBL6)IYPC}}?RnzT*i6p9+X+lP+cUTFbX{|!9_T}Y
znSM-u8VB-fEhtbMM$WF}P&lL{>y3&>8WtC}`63+8Fl4W&;ay`9E6doINv`A}T9x!4
zxxLB3#)85JiVY%YtJJ=|gf*H@kIJ2zTDhc`-EWNUR>y?o8gKkB&<CbeK2E>@DDhP;
z1E>Ma%-zh;n0_vMoxhx5b-K`$Ytt%M;_IayfhtrEdejmBv-oU**6hEBQ(fm1LqESH
z=27`5WfNsp@3wkz>kZ6_Xobz@_9L^y=3-Mms)~t;&6=-2ft=T5O+eDIyPlTrm-~C<
zM!M`E?4E8j0t#O4h2k}!4%>E~{M+3m#b&V<DE{T~Yh!42jv$Oc7g1;H%0_~6Wi*<H
zOZ5GiqxR#CDk@%9bO1O5=t~Xn9D8RB7os63Hi6|CTp!*mzNIED5_PJZ!JvXt65&a(
zQ1qWeo}MdKn4hrlJXq&=*v+W=qEKqcy#}fjt;=b47<WM=WjGvlHx_(v>ifgJzj{+K
zt}b$#0OZ+PozH*3tvnNK$lujUWYqgdUUE%MF7n$&uWKZz-ECX}7+`?K*3CC`Rb=P-
z+8eZQV6eko_I%g?B|~m8Uk;$J9-jU%Txu_Api5aPAwFd6oiW_)b(M^2W7`3;dGeDZ
zf(J|TD9$oi;KIEk&|6cu3t$i@!>Cl!*awS_D-w^~r*IPc&oJi0r$cSbiVLfZ@$kET
zJ;nV%Qy>G%nFI+C5)}si>yGB(J_Pc(XuVHzK|s$Qy3;+@ulbFM5RWnf>AI3)MZin8
zy-C=#np@DPf4-%=zeo(vBhUqrRAL_Ep%)J6CLVVmfe0pW`6VLD4lhUM2Kuu8s(*Io
zhxk47XYsIB28J&6Rztyi__!{mBje?>p+YY|&g(g)9y9;hH!+Sgb0XA_@SBd@J)Q~P
z5a+|ijnC_{EfxbEd-QYVs(X{ha~0_+iu1d<CVNcl>Z;$QS=X(1Jpz3i-0Pv=S<jQf
ztuw;X2GMJ!`;BVo-7_UwlA~*IfiB=QYA=8!>vPliih$JcK9;fx(m*u7&5-d-0_Dp9
zP{`}{kB_cBvyS)(lUaTt-g|M~zEK!C#+DgR6BHb8Uwj4K1$C@A`nxsIeO>3MPab}X
zZ8{XKUsBBnYo}naNRIpRg7#nWVMRT9gTIG5jqG3=b7XEWqH=EtT!8Ujqz}EAUfkyv
z_Eg_YAVva}5$zjhSNTH_ps5tUq0%;J4a4d5*k^NmapuMjfn~*V-yFvw7cOH!-gQDU
zX#Kq|ZGUY4UWzEqh)(z2%8@D8j|=9YMVzxvV&mMG0P%Onb{RV)25;93QcWwN5;{0p
zF@r#AS_xTm^+L=ucS&6~xFt+q>=4TM{r&17HePv|tZU^?P54)j+{2utLUw^P)=uW;
zYRA7^4RI`hb+W>#Q!{ULQC`Z)DK^SV-7TV>dOs7v<WTV-7}!FTn@BrxPxVz})0@ef
z<Wn&9Z`>3EH`R~|dleXaCS%s?{Ct*S@}WbqkBo)h1Wswb#S{mwaUOcO=t<3zNMRl7
zg0uaM)D<Op$W*B|*=W9!DfnDyDIn5A4On2!BqCx~7_U|o1cl*SkG38jj@9~W7<d_L
zU73?eCmpo-`m2B*s!o<Al8~J;1RYc}GD`<dv{>d$XE%^t(nEsp5(C|Z&tWBle-Ydv
z@+*LZA@|fp5tD`-v~@0SpDbXPK}2-Ry%?IxKD18_!1q~dKzXFzR{K7=TTEHUeYkYV
znD<l1U`+p1E?JavVs31Nd*`sz{{u$42wGO|{ECLtv7`iO#ovKby5WRSft#AE0hYo}
z-yGzbI9!h}m9@)H^5Iy|fpbs|k0N+1AZ=);A5(_g8NMmAE7mZoL2+haC<G-8c6234
zySTvMnsschF%39&rgz`&BVT`>vCl!n0kVKC+7y`jb?;m!$Xxyw?IWr%ACBr1YL!it
z08TS?77*2%DP-!l9lVzVsW+y9U%q?P{uXcG2In%|DF6)Oib`VupcYp^mO}xS_xPw7
zMB4X?>@MkOoPe~42Cmge1v!b$%^N2g&4sRKNd2Bo6<@?j<fUZWsQ%mdW1GOY+QV0J
znyNDs&qE37D@^odxmIpaTUE~_pxwUr>e;*`L-YDLqv}jTP$wXplLY$ow(sHgYghTx
zffDS5lO``#*OD#XgQy0|(5Wt>2rl6gMo1Ol`?_9OGxys(=>7N48?Ff{F2;BJ`>$=g
zarYttN<gB)MU2B({41vB4()wR@v<_}J;+tW!yM%oi}vx4S9pW|3>p~4SFKeY<~-Tl
zL+I-Qx?nlyXMTw<&#9%$y4UkiskM}jzkbCV%g@xUG7~2JL{&$aDC=DK^RTA}ya#Q2
z7N*M<bG?1=q_SsD?0B4t;hRiU&8lX;vBNd$L_N=e>?$@`RJ_CLz$2xD`geu*4yNTg
zA#ZP;UE*tz2XokfA(>Y&TNYtfDNOw{<&h&%d)v5-*m2XxW^gY}z?TOjz#$<Qrmqa-
zeMPD2*f*vPk|ye)X{fzHVbLT+fp+bb8ztn0yCi4OH2iCBrkYfcxO?4Xpbk7go+0r>
zPbzpQ$4Q3@{~%M~IJMregc?Pdg#C+wfH>MroGLo~Z^ey+`)ti*NVrj}44Y3U+QK)!
zq$uAs$SBA;ipY!8an+BL?$1BbyqGizzQ%Hhch5#<2_q(OV=83)9{ioJyTrlkMMmpU
zw!dX;zfN~NtGhJdYxeW8^q-xaCr0&<Si$?a0(gaCg+nN+qmk@;WNr_E^WGGq1>V^)
za^3L3olGeuhY6~zAJeyQ0Vnaz=I^;b|8J!0GWu$2=FIB6bkO9l_;j8*7BXZ2Hn`9-
zdeW?D$<Af-lvEm`a*^nYZcu!D^awGHsnsQ473iZ9>f!g%cAX3JQyb*qcfvVZI`4@$
zEU&tFo-lTNvsIaIo}D^7nwmEs@gpnJ*`<&<uK`VH9?OgFqA5JA5otElt40X!S6V_U
z9iN(+oL~!NaDz63qYb{FTN;#n{Apoow?(AI%G@DW!T>d^dYj$#9sDgr*|BWEZ;CVl
zVK|;>C3AY$=K2pbW_6;U&~P)1#WT{o4=%_aEV|aD1FlY<qDWHn4TJVXFmxZ4po4X9
zF>I0HDfF<Ch5<L2mp>74oKk<ulEzhFT$OG4*Z1KA`Lc)vH$jO2yC1=HFQXow4;_p?
znHsKLWq0yZKmc^CgtYrXf86_x?8g_p0Yi@ilWwhx6=pxEIBIJ;47vUJ<K=_=yF6v@
z;VC!ta4v6?EhJK@eb+Z~V;8E#RK$~ye~`1nP*X(IVdTV1Anx-gHOT|K5{SpRO3cb$
z$pOzzG|@B@@oh&(Ypr_%L?4~oYIgBMIgS49Y^2K|&L%qp5drexnCYTB>7zuz)|4m$
zd8mYoPJK}YeVi}c+eJd75<sc7+EAt}6#tB?u`K=d)Q;%2isR$pJk6qq!^DRP48yY;
z8CpT9??>O@WkF<(OGyth`x-O#OYUt2k(|58GTPmJc-`}v&#GrBNCG)qc6;~G%QPih
z<JGSrl;x4ajshvI=NBpljQ#_ZeRigE^-KvQn#};YuS>eM#BQ#yNP{USCQ@^WVbKhr
z#X90a_pT7fyd(cd(Yd%Y`Tu`>X4ss~DW@7XZ039l5klL{X-1BPoKJ~RA2}^&9cE_c
zd}za*a*lLxEaxQ3u@H(-QYxkIZ@)iahilh;?S0>`*Yo*!1f|K(llrhQwt<hmEnMo^
zdO{b9Y&VRS)FgGVd73fM`(F$qiq8EJ7h`!>QqJAdc6IJ$AK7B}<5Nj*xw7%-ZWVV4
z<_wlf*h$M8vN33lH*|ukpUq@=YRzU=@;dMf<Ur4+lEJa+kZz8>!5<k-A=N64!RF}k
ztf&p<vz;*<=MR8nPj8Bb!51Q<GK&ks3*V8#S(Od``s@R4L91l><E-elpxT8!4hPBU
zO>ohc{wTqkxg@jAX<Br9>TfN|0skC>g*Ebm$fs1{XwwF-_9*$+;xMwmjXS3&o~~rL
z$?HGnQ*-Uslfzpb_5s2Om<kmC;-bIlV8HMI8AF0YT`Vx8(G)1PRy;32iepli%mL$U
zYe^-tG97VK3>6+E0f+gfAR;PuYuS5Hrjj>SpGO;`SY&gnOF>+xx<=o*(XgQ!9`Nq(
zK;CPYb`edW4FEfRvfByqPZufeW}YL*7n+bI`Q|HRY%k5<0apU#WM3CVvUq+PWv6(<
zmkIqh?Z!Kq22B#QN@beLW855oy<AE=o|?jznUsz(LZ2BJ(N9aQ-Kv62K7i-e2l*gi
zNUse9$Gsaqe(Z=y3Df`ZRd;9e)(tV&MiqFeMP|U&Ym5S=@u7SBCmhkaTIOa<Lvuqi
zBu;LIMXQ`e?sbi`VSr?DY6}M*M>sUj;AEp(!*-!)8=jy3Ap%kDOzxv}TtR4P(JsSk
zzENovd$mxVHlEkjrsX|RJ7>`*`ta<%=U=VlRYv<zydUXWY&1mF--~}!Q7%-*EhHcO
zslWIp@C|<jt#eE1<9)5H9#@NCkeNGk+=3#E(VtAkTOA@@37FYFuA@OGi2!s%DhX>c
z$mH}QnQ`6+@TlZx&gdd7l5yD>TsbNe?N)lv;^hX&QQdDSHLWoOBDXY1lWe}~vl@Cz
ziRWWi$3J=c-y_RZE(A_0zG1H--?P~}qNySX1jZ3<*!p0^IZX!;!_+(%L3QPEfW*NW
zo+8%fJPjtI0hQnI?mDg;j)HP?EnSgnycAMPX}>3zu#T|Yj0F~h$nwT?`I>3)qs5|@
zH39_!H)4%LyfcZj1_}9bQL>a5&K$*M`|`zV-e<C+=7fF*1i>HfOXVqDspnXcZ^Ktr
z_*DkkIcybb=?I1o6a2^c?QW^2_}W#UR%o87i#lKe<111pr1xqHrreBr;aqSrJ6e@T
z_j}weS~mgcG)}3ODTqx)rttF}M3fqZS#pF34&Ls|aeJXKWo59eobPV|nvJ3`CXKj~
z)~SsgmxoCLgVro3hlU(lyNWDB4FQ)sLE<=>aKkdfn)bCFmvyjlyS7vd0;f<LlCd4V
znwGO;1U`u#Es(IMNhbWtB>Q=y-FKrTUB6q(CLOMMhMq%N!6-L06C4<GCDX48t(LRD
zadi&S_}r)VjY`M?PTFR$EKz54EiF)0G>uNfappCMSVV~#lOMm&P#Mebm?*xmsC;2T
zTKdcAyY3%9ALH+1a5*zLyNK<ms%Yh~*C)>v%rbK>E?6kBO`=X(f^MX?nvu~c5;vn>
zW!}9-EEpz<<mHdAQ;u|fgtNJIwc{2^ZehnW`s$}=&(YFulf&nOeIG1~XeApcx1rja
zmCvL1p&LzvY$bV&Lm(~%`!wzDi_0L(k?f+X4iKrHoT}ii8>-+=NLkMnKsf@S7zqHy
zHA+s+r(J)Y%vsve#RmQS3wxzx74=N*I581z`NAlCEJ(o;=Q%!)Z^<t|Gf&7VK!b)V
z>d*bUxT7aOM}q^+xc0mnU#d9HrloYxd5Y-1AGp{ARvZ<UA-_quHg~P3jPctt8P>oB
zrJBs7l%$L!tb``Fc^EwE5qrMHAwav7q3jGzfulPWSrue+5Q&e3HkTHTRgewP(2wJ~
z5Y;SpB4^(0&TeS<RWNf5Wgn0a(BpG=`Kj!X6&t|M(XrHzcSZCQ3KSm!Grg%KZr`d=
zMJ=wqsyE)?d^o^M-j2e3AK9h?BFpNhy^g+oS!fg}n-%~U_5=+5kn(&&-;Bu6D`Jhh
zn-Lty6b$<wV}^%a{5lV_Yw8=xU_YKDr{U=i04cE!v1DBU^i4dU-bz+Ae){g)*24J$
z4BfxJjeovpd{UM#T5u9%`!fnNVpQhsSF&779n3(EInJYVE0I{6Pxr++5IZA*;Z0{`
zo-d@lk@ae9e020P806yr8s$5yGEPlP_x@a5A{QkEE`mV1g{C*BMxtKPnIRX6i@NQB
z`e)}I3!2do5c!p0g;&WXo38DBg#b3nG8OMmXa-K_i=`#+h;eY38MX+3uuHsM1d8BY
z;VS)ZKEUr27L3hn6{(x8F3~jZRUFPiD3jxb!b#b}Y@8$-<nIPzPxxJtv7@b&cHmEl
z1NS5!_Z@$PJVlgRuO&sI?bcH`^$KBfzxzZt$8k+m1?R%t5>mvar_9ntm*x~_zLNRD
zX2RKTQU18C#8G$I#ki04t+g0cEG>(&F+VtxRaAMOJiT61%LU70T{nZW?$G5y<?rx(
z9E$(s)pW$0U%eauYFSsT<%4vesYuC}$H5Vbeot>zv|Gg~zVn<bm?AIT!xTcP%}jVD
zMfOoL9C|)R`EldfREgzE5hdSV6<SAz{4~WaMcF*y6j<RlS?b4>#b746gN589)d0rb
z5z0|sPP`7q+%dw3;Xc~3^F*^Rp!`I5hS4LhUdd}|r>EHQ&H)fFKL&&>%^`~|c#_P{
ze4`kixcJF=iE#=@_!q{8(|$VongP7F4PNScRiQ?wlAs$Y>Sk<xw@q2Y8Ia<)HiKuS
z?_bcStWY&}t`N`p91H|v@rH?zhk;TV6ixtO9j(U84ryZuh&Y=KJS*xT*k39bm(v`d
z$NDG&#U|ZNUkE;U1H^X!c*X_|VXgh@d?B<7qNth=B1<hFhnwRZm(zz2%oNH8KO&Q!
z58@qodSR!hdW=s?X0Pwr7iyY|r{Tza3fGaNdkiF8ZW>y$US`#sfQRMM+q)?<06}6q
zPB13om051%+*uV8Sb;v`2$Sb?jD-tV*oZEV8ghv=rpz`>r}=ZX`BFSv+hl-)G9G!x
zv@L$Ng7hS4FtgmqRl##U6VwfH#3&EnwE)wJII}j+P`Jzi%<v#~0qDYDA6kUp))l6W
zd*AmJP)d~uLx16m+xf_lCogYcP>D_UUh*R)+8a9v(Zt`AVkh^cd;rbpErpNwMa(ub
zk8b?8eaaP*z$wJ>{bWW7{yv=fO~Vj!>I*b}GFrCEtB)T57k=v)31Hx0AXKm$M9NtO
z9-wGO=*XK&ebnItaxj++bW|^Io2<aU>@R5(X<M4G;O<n~TE}z+-KV>x22c<9l;MLD
zJ*Ppq$r^P4hx)~SaGkjn*DHKYQL4QTlwyBFo3_#5ro*1J=&KLV_ML+*Tz1+tLJ_=Y
za^iYl`&vJo23IDZwY9H-B|f@S<cBX%^Y_XQU@(%iM%{dqvexUcS8D~WU+676of)GC
z*c2f2z4LAG>pU&;;=mBk;w9IA5+oJZPo|Q;Ex$3H$1Ptec>Wmk4uoLnj13-bd~fnO
zV99`9icq_rUf#M|Xr7T@8s6jpVeKHloLNBi2hlM6x&U2kmnvL#7AlIkhc%+au^-nO
zaJ05Uxj}M-1OrCmi2Mxe@?DAOeUC;7QzVPR7{a@BTexO|e<k+Ws!(Y6l|fX#DC@fq
zEPIs8!0+j+X#B@uA28P3hL44Fb<pqzx@9;CTCn1!vgn1I(SpO380e2@Z1hdz&~)><
z@VL1+jHIgKt}V7sg*=T42<%wW8o9|t6MB)mbr(q;RlZ5lxiC{7gpR;6g~_2=noYol
z3QvfKEwntHTwB~(Dqr#82)&cQh6Vl)kjPL`Y}cNGzzlI52F?6ryS<@~>$e`?puP3@
z@3G*O=mZ}NDhCA4#g~kU)QDYR-v?o^h@YuhB6=7cg}ne{V%YRp2<UFZi^f~JDgZBt
zQ#z>Y@~cetKY@>fG(FfA`1Z#*J2{)*nn94TNEtSV2!f-$l(nr_gd;S-EOWTHSb?1n
zmFY9_JmA8$1MaouIfVur%8h{oVXmd^z3`EL>L!whQ3vEeILxz_i?xR)6Cldwbh!Jr
zbZ=pBRDGR0`#qEhnN#{<Z`C0HmE_G8QILbofzastQQ&T<$ko8V|0FXQqJ_CdFD{_D
zMp`5}KL<I|5qQ0p=J=@hgLj)P2XARb`TG-kuvwU4IUFHHioml*$N@3Da4^2+d(%0G
z=){Rcx#RNkfN=xywc8T8Nx^5sU0wKwOy{(YvSau?(pk#WHch<=l<Dyz`(>3bwDU}o
zeYRgp_I`q$s!_s4#q`xBlb@$vI_=!K75PH;xbx|d>FDW4g{}qse;oc0|A1GTl=__<
z9Wf0y>8CRmlK8y;np=h-1F&_~wh=O3rnhINC-a?D><A3J<qVh5o9z40>WZ3DXE#SB
z8m-K&*tDuD1cA#}1LUiRjbwu@2nLQ<^zW5FtG_aR*P!iIt6b)QFUtF?N5EZ;i13U~
zkMGaD_jNV@=s=#n_#&;lFEHd=Kh46o%x<lqT83sYo{O#VXI%VmVuD#-voh(7UP$!0
zWDPZ$>Py7#_67I2<j^^Dai555`4B9ibm{%az3rX-_SZ8u^s+6s_3W<ujlT<hOMgxO
z5dXbyFi1{U?mszDD>8V-77?SHfAjJsb@ygZg#@E&T#@FIQRGB6kqxA>tKSLQNVZ?z
z?(ef7DLT7w<FIFSPr)nXN%O?W1qb6W(;ndJqfv8>c1H_@<Jt-0cSmkJLeS8eq1G%%
z0XdmZuOA-Q_O2plnez*JUp2z^cKJgO6V;igxjHo4-AK=g#YS^2Y3eXG<B|7PbI75P
zlzT2KdvLn<t=4w)k8|%<jh{U-@yrJDN2ItkM|+|OKER~bS5(^NxVE|LddI<|gDju(
zK70Gm?8;$^zYqVMO<Ytz*;L2uO?dRRq18#>>&&Fq%8dXb_3k9TO}i&UOZxYLq^7NC
zNN9-W5(W}AVyiBUZ-=~(O(>1GT)7f@M#KDh*<@E9?^>DMAhX(EFHwq6$g;TIj(67c
z%=fRYY@!rq+B$Rj6^ggFK?<DgmAnZ&tUp|f0(TZloFWsMztkQ+J{s`el}@sLu@*$|
zX1O$R-{%TbI^z_iQE$(cHF%-w{ez2XO5**8Zv#8ahPbPh$gDKwn64e2#Y+NDj2lCj
z<`SSE<nIhRReemhkzPSWjM6yg3{3tS{%I6{qrDlP!mfnlJ%D_S9+@Xc##hGrQ79ik
z#(o0#zx~hDXn~dvP2xHFs6`3T^ITt~w&3bJe}fYST>wk$En{*0)1P%Vm<J|Hj#_4n
zv}8uDFrfmh7&-BA_Q9z$iHoNK1?3M@`VUTjo;$`b$t)D`QP-|1WQUC!(*G9eA}?LV
zZ>iF{uis`QNB-Wk9Fo_~1E!E!r_2iUH(s8Fp85XE3RTjEVDSp(vze;w>8^(5`4SW5
zo!#<<-J(rmfNZ#2`IAe2A3_~!+?!;CK}B{~<$q{iul(bp%J0?fl2ek{Xx)1MhJ9dc
zlaBW;uj`WH(zJa37LQ^3zL>1XXO&q_%}*d<|9b+p{U@L2emgi!I_?TJ>G8S#v-MQS
zsGZDi+kC%EQMYrJ?!m7IfLtxH7m|5u1m>;GRXuJm2?IL_{dI8YbU^G6-{RM0?-FO;
z2R>-a5WuthvJqu-PfGu&uCC8WBV9A3_b-a1@IE#h^|H`hfarA)KECzUfsYmHd&!}@
z+h)~7m0}Z0IvTDA?us93KJN<MHSA3a{&E>xZi9a78+FY1dJKJSOYw>ja<g*GS*>#4
zNc<p{uSaO%^-YV7$<dRm&2?uuvP+upxA<01zTSV<mMC|7|D-^+)2gTOZcWD3y6vK(
z{PAK{zPi4yf;37uiNT6iYU&Xi*x(w|0XiE+wb{{9v@et%O1ymjA8z+Sz#q;#yOQe(
z<#%I6Iqn9B%eu_ZpU#+R%t##VBM!|74EhYzIwg+RyX1Q<DWTF}(+l|EoyUm-^WvS>
z)4S=QnHUMDM8$6ra<{8ZqB-T<X3Oy=UFM*pQHxx`+J*e!GY$!wrf=feJqyf-!`S<>
z_F$iXOJ8TF)w`h=GJQ@9NqnFuSQ*m&m7-d1Dst8jti#>~TM-vxa2zHLPXcWA&n~{)
zvETV{nE6Mo=8x5JNef;^^l)DpR6P_qx^uGij;m0|JE#?sRn=ct#}FJi3USs>ZIXV0
z|DYDd9P8f?{xslh<(8HNU4oTyJP#60{`z9RT<*i;2x6U|ucy_&&VAzVVb3j~Z=K)j
z332qJ|D0{Lx0NuWO7^ru+fq?+H2ohd$vdgDB%1%wc&Kdh^xeAZvh!^Zg3p)_%vlS#
z>HDIZQDW0mA4I?AH{EYzL0S7~0_##7J&h_pUO;m-<D8OXeOFCCwqHCev~}uLz}&9B
zX#11Wg%jo-LE(P`UOb;#j5j#3_M){@#;-eno-}CEKA+kDA<kfnSmU1a$yalxq$Sp)
z{e=2#b}4z$L)p)1uE#p<!s>FH$_Lil{tqhYxz2M9H<Fr$w3yG!6!OX+xo<~=Zp}tt
zI2g(CIq^d9vTKdNRYA#1q^sOqnJzx3-w9+BCaMNCA3F(^J#t^*U2speDYtjFaa4;6
z94Sd1r?pdAu;-@UNaq*lC6g|83vJgNK0eOsQeJofnmMjXphS+`KV%M2?BsW$_aN?w
zu@CC}{k8c&|2j-75OSRdWzX6xc)6qUw4H5T1hW^gqz)q8S<m3x{Qm$}lSo&q5QYl3
zf*)fXcjvqIOg>+87y3rJ>B@KWEqlKs_nmafc2{1F-Vec#S32K}G#ozdoLC^zU%Qvw
z($nmyd9$+5)u>mS`}B>AzkAqL#QdSX<lJ%Fg#h1^T4E<(UE;j$tx%@QCZoz-6=--l
z{s1r9wI67B_wsTYNqt<m5@#VSqr)!X^I|lj5EM0*UzxjQXc6P5@FQnN^Nnk(s&<UT
zZ(&rl@bQ}1$w>@HkK<K6pg&uSV?nHP1wd_I(*9VoVdywYL+ebb<xrJ}-f(a>RyjbD
zTTaVaZs|ZLc@<`h>;33goANdD4|2$`N00isST)(OM^idt%JOd};L()8KwOsbT<V5T
z&Dus&B_wazkcKg66KwD-d&o(>Ku{7F20lp8@byX-OtSU9Jp66y*Ugpeky11{N`>a@
z(&|-gMuUY6XcxWJtY);5{6{cw*U<v)fk;-C`|DY%+!t|rkJj}Q-%LM%2!}6FY;R7S
zpiD2fjR)0IdJnQb$oHe=q1jZ~lmCv)L3S9dqM^JoS@t*2DJ`(uPWbq-+bWENZ~!zr
zTp(^<Ild16tCxXtCqt{8-U$NSiRX_iC^&m7!2ho-NfHDiw4rIpHgLAQ97C)qh;;pL
z1L)A90!LVu0?iTgI{@{Y8ls9F;KF=AAb<|+k4Efh(^R`&Q5P1#^cP6Mza{Z$KjeIX
zRud&2WKdM+Vb66-R`3lmB^&2SzpR8RGRITDah!hxIczY4N1tGcaz?AoJBid;Bp1-X
z5eP(!{}5)K>EQYe_@^slp}#zN4(7fEgCu_6G}-r$hCT%1+v7^a4%0f3F-Y^2rS451
zC3GAvJ{1N$r?fVoZkcW%sgCU?id-1Ad*|`#=t}4U0({{r4hiu{_LSgHf;ttNC4Dq?
z$WRUd6K?m%4=7leX;igAy_&S|e7WuxjKz&s%Om&+X<VCL1F2$_*o0vM`Gf?VMnbUd
zUTrF5Xp~ruCMt50=s?JeF3c`X_v+<)Xz+QYPvUCa+xHVr8tqO%UFF9W$v|^Qcx^I!
zDHCN!BvpYF2*hg0IChkrTdbuI0LYed@_>pjg3A|GSSW}Y0U*-=H6R3RvYA%tqt{?y
zw|u8JDQeLY4B(oZ<1mFYj$mAw0u$!s0Y2X;R`+8fRdLKl34$0UAE?hx5e)d6yv@Y9
zbqJpP@>}SlgOxTaz@|0I;Cd^YxoZ4L#pxrK=aJ3nJr<Sb07B;{S9DaW0=jW+p!%9f
zMrR+@C|7*==wU`r!o6P0dsM;m7BN$rXcHl@LW{m{fQBYD3+t_IqdIy*@AeShLD?xv
zmge1S6ta$l;R>`++#At^_J@Cwc!o&AXwIE7)JLJl;-;s&Pp<Kn2%8-5C5S$|En;Wc
zkR=~&e6CpASc?o0BuFkmv2CQ(&iVGVJT*})UpeX=(7Z@l_6;0>z!iCtp*sF-)g!qI
zr9!fOs(eZFSpVCttJQDh++QR~Cah$8%iZ9>!kaayC!3ndJcM&s9vcR!psOem#`P8h
zcOpm+;#=m|#41Ca<WY_&A1V}^00=Fmhe`;@Vc_`leweF^8@Yu!9-YJMp01w**DdR6
zYVqw8+R6}=U}3d;Dw8h<eVcK5M)Z1v4rMYXF!c1s6+VGPEqM!vK4-8a*X{P$8l+Iv
zeY6d7ZiDd1ZQM?2#3HOHjb*Z4-)_mM!~u}G6dxxZDbmyj2fD(ow;GcmCN37V(<}O2
z`hNhG<{}DhM8QJr#bZY7C@ftbTfTr}qd3QSLEA9Be7ThX_E(Rwp-nScRvCX-Sj%Q`
z8z`AOSyzOQ!J<76%OB;%67Z{YX`m7YV|-NX`5>Ia)}=V93G#lFN4Jxbm5_c=PiF2s
zEqs$FmgKk6&NL|!p#q3`n)w9=E-|%0PfjXa`y5A{ncrcUlO|s1-7fdJvF>@O%(?eJ
zFM^pDmW7!$YL>75^1W0)=edj-aUe?NaKUc{8VyBN>`-AGRapc!GX6o_e<wdZRO=(B
z<%_5Bce8uxcJcF6B2Au+Itg&%q(UoR#pq}Ch~MbA)j1iv@mR#JsPNmgqx!XxAjAw6
z%|sa);xK}}0=gm+F<v7Vj;m}W<9gVmBRq|Yl-Kc}xRwS@(FE0gR`X(X2O3>-#1Kw>
zZM4{zuW@I$Wm^HKNMRl1bv;Ve(Gmc&1Xf5@^O?5{kRlG1s`E*(85w6PTa1Eh8pLh#
zwS75!8S*$lTMJB6Ep|gVwU!3xn$bJH2&Pi*$4Upukmn44Klwe_*9zLO>u%E;4`+_C
zx!$Rg%Z=i5-7<HQ&I&evr|2oHy&MnP{V|&=g1b9}x-tD$3xrH%2R=!~kD|rU{@mMA
zSO*Z05)Gb?u)BM0<}Y-e@BOHVB`tFC%WC{JQ)_7sV~^;A$0DwV;RQO)<Ew=p$rnGc
z0N*n}@G-(4Hy^A6&{5Rb3b@C}RU`D;{jP>D`E&0Aog?*OLbtZLekNMdi<`^yMa9*E
z*&ICRCQHg+?c6>>hX|BY*D-1kn3E)_Q22*Z0R<=kl)*HRFU9#K@2!)`8^e-m>iI~0
zv~7P1rh6*ce0uP-QMYiKl%8wrH?r|i(Kauj@|=Uz`6X<II995c&tqe>EuX)Cl`!vp
z=N3Bp;VMZ9g`Yv7JlTI7Qe-Bafkf|7JlOn<lOo!08aV>uICeNG9@diZ<|TT*Gl=4(
z?#^Lu&Vld-#&8GI3H5GR*quA$x<q@h_TW|uFTaC?1*W65Cy0B|T-4&k?LmMu?N2lU
zCayO$&37qs>fI+9%Fa1$54!qZ(oXv4s{&Z0i}xg0zSrTQZmn235d71NSj7~Vh=JM>
znern_BW5_WC&>T~Z)tEDQ}MAd3F_8XuYD^9gE8Kw^Us!oZEEC)fxx^j2Q$FaFHK*k
z+F4ST?Le{P3f0MTLFO*jU9SKny*Hrsr`}Z`dh*TTlG2+NOFHS^o}@!x%eyzqZ^Ctj
zvCq_RPL7}XAK-kJgs{+6oP+lU7NY*vTddwBCC;dM8cbHX0})=wdv<VDTA{f5Q+$Oi
zPTW&~jT-Br$IXy1NMO5;*a=F-^mub_&p0oFE;C>@Zq_j@3FG?#=UBsVMsclV5j)hZ
zY#a%9MyXi%0eopN{lD?2FVPK^P4H2^w$GZ1hHqo!cwke-Hzbz+rXoRF^5ym^zeT=~
zl;wSR$5}!2v#kxi*KcQ=gRb{!nTMdj_-2nTQdMr~atI-(xWKWyja!80=DTA~xkq{r
zyB8T}BwJ=&zwIB8kh~lIqar%(0BFMs<G?TW%7ed`mjx`CCG#_k=Dk#gO5W@YjejrV
zyoztKsj+_b^98x`=i*|oH#68Ee1jNJNoB|QHG!V;{LK6p`hssCK84e>f^fvFZ=0Ke
zVEmL*o9dZ%;H5u^bM+Uci>?9gYu{vuQFsBwAsWXp1Z%w;Bfu9dq{^fXv=y^^nA>#3
zSft$r8dY3I=k^M4#}%v)0&j{m#96zjGb`cS#w--C+uN_C#lhB3+kr^-uH$k68xu&v
z+Q+eBVYUPOli{@*{NmBj8Y*>UkG7Kn;%s*0bzNU|cboiL=QmO}p=INS-ew1Yp#VU>
z3=JT7tD;4GWG21r^(I33515b89YUa<`n%y*n!XR#UhGDMIJ6LlC}JFO!>NjD<yN)&
zH9o{;+ZNban@@K4Vy~#=iw3}TyYqx0UARop56O6_?0n;65j?5}@fuz25Set1oF>6N
z<jp0Qlx5j5oGHQ1+aN4S8<qvzALG9?2%2-HsOtfKw}4{0f}&_H5meGCON8{7Wz5O;
z+2JaT`bS!?km8fa`fvJAE;ZJ4g+sXjw4Ev2KQBzLkowQVM)p5~Ny!y1`ACDveD(%>
zyegj~=@(u^Gsg5{V1?S-R}ME$T{FGn%RIwS1BWZA>4^O)87V;P)5dtG;|*Twbj%w<
z9UK45_enfkJ@cqfEOJ9FG;Ea6noQk<w^}6&RRDX<(Fp&1E$D!$e_HOIg+zU+abr(A
zYKkg>9~?imVCHb@=!g*Blk#d%1ng!W3AO)=#ic){f;ETfBMxTtZ*$46wiX4O$<abU
zSxX<(g;lI6=fJ_qUkX<qTr~bG69=nMk;)=W9j{lqiJi9+!$bB}Ooe9=SSJ<Xg<JJM
z9=;8-$Vam;!!Gra$X=+;r(V8y?;I?fAZWfQr4>02wCrzz9bM7{Yy77`SPz?%9I)sp
zxbrQ8&VXy8f9GGWgzzAjxcomwOl50ZBwIM^@)**z`I0{<h~4*HS2Y|z(Ry*vQSjTq
z;vjUX^ugwf0cxcrM286~I9_Y(pnP~F?BbcuBQIzjAerinpS6Jw$OHTp+=XxV?UpcM
z4Nte>^S3MoSlg3_8XE~OUkqli(r&4Y^YP-$B3YEFs#dquD*O<`xC=AYqibC_$}2|)
z%V*;_RXkJ!U=0^HsN6eY3f=Iw-D)yxaeeaAxPfA=&nTEttbVgQ8$W}$d@fj+C2yv}
zg_y1om^POX1S>ojff&78NI!G;afi}}zziPmqc7WE*IB`l?Clm?z)H0C#uySg18f))
z?5Oc+e#_}ogFzk*dPr0LYn^3#SCS-Ju3vq<`lVf!0^RjX?nM|yL@|uI^P;;+aQNN8
zyqgpB8;cBGaTyt%?#_j<#d~s9W)*qY(oE>2IG%uT=|7@9!tY<!Y#ja2w3J-*mCA|V
zNr;gQN&jgOy>FCr@01Xd#&UBIPGg3}TOoad9F===72NU7T$zMTsAm_yf~Erz$}ZER
zF=meY0G3AVk~=u>i)fGOFy7t2K*`l{c%x+F)fnIRlULyz@-ElNW-wvbCw-CUE!ZNd
zDT$t-L$z4x_@7zMYCxQe(imZsJ_@`NlsjQrfg20;r!#|>B{ePcl+^<~=Zzov(^5@-
z4wLQwU9-PSl2Z?Ha4sTtYytpHQ+j<@=Nq|(+Y0z?0Ir$Sz-%*Yya2smsodbF88jNe
z_QH8XH{42-y&-WhozMp=3h@+3Kpc$6TYY>bZ_{SsXBPj6k}IS@*LLsr^C(`(KgIb&
z2&~xP%Za4Hbw2G+fx@hOgjm!@r@uY!;C64PTQDyj8z2GvpoP&8w6&A74HnC;FLDrF
zm~A-3x;npAw-6?qbC3cW&4A{(oD&M9qPx`<EW-M@I~zP3v34Rr-U$r0Em=wi#AkLG
z6_Lz?^P^E>P?F#4QSWU#-+Vii%3d*)TmgRnUyOLZPN9xcy@DBpN=De6<CgM=A%GLH
z@IAZ>q^sw2eCXEG^HdRkD`JIM_O+49a}=?rH(@_+dGoK3!t`+td2y0LIVG*#*#sIZ
z8~$hpi&~HGTg-dMUy%XY!@`b!J+qnbwrdQHK~Ek^-|(P{xItYIS!sk}n1ramcuRm3
zw6(`H6=(nyfzE1~Yfrg!1hJjMrvRMvEM&OH^3{)@53WagLInq1?*TQEPAL4hF;1;0
z%p{06IWrjKzc~_-mgh|@6*X~G^0^H=UyiqQqu}m#!w~~h|CgISxM~K78H&Rdnj<LZ
zFa8%a`6247RY|35p_O$rn2%ZG3i5}c2w*N_nWeCBkbw}$!6EIm!~JUB`2UBn(F8A5
zd=)-_Z8a&{=YN1X_SlU!yLTt=A8x*U=$FQ)85*kc(o;H(1L<Z406lWR2$~6EX05kP
zK1B12f~BtHkG4J`Wd?HEK7J|^5{~}ermRk6wVBb`6Jca9mc1Bo#K^;wZA2@S&3s$^
z8gavBxDt{CW6W1>*~YKNeocNNZTN2KP~z5L(!<980kp;j7YU2@!RHtE%coH)Bi%;V
zEiA{V4kHBempYfitY<{zxxD3-LN%~&Ve95;o-RpWujyzeT&#Jb_6t8_xmgXE4yG!(
zoF}}In1l*bD6vv)B=q}!A7Ov4ldn|W-TU~UV+T=Lv_!U&FH$J!w#uk@v1-Om1`QSj
z;r|bMqKy1I2RA&1gdV{fZv79?$U6T4<k+8D`w8-G|GVL@-tJL(6~9)i)=H$yQ7vMk
zJ^IQul+whx4fm;|4Yy}G*B&}v4pJc66l%HoSB5(L6Jyl=NmhbT3e>DUXHf1b{s?d8
zxk|3gZGNrE7tg<%i&9CY(-E>2OpDby^2*%uogC7j@W}%F<E=8`ii+v!0LZP2U*)9$
zuYbKeI-P0zLgU^`*ARkrO@axVsyc#ga<|Ac4DjaB)_FZr3ojPFp!*Ty6RY&o$5*;8
z+b!cK)yL%HOM5*6)q17U_h!$wHdC#-=+#ko8c8)x*9p8+J)Y}}VVw^mTPLgIWH&=k
zj_aqt(9FFyN~abo<Oie8b9D>v-It1%T<G~`?G%u3`4lgQ(n6njzI4%z5Nfv}q2i;7
z5%0h^IzwD}<lKq^Xxtsb&hN=**_K4Lc`yvcMb|0p*^=FgN-AxxdduOHIk%E{orB2}
zJ>Ab;Hxw+MH;q<nV-uZ#y)eCs?D~SZo}M2mBjH~HpS^s0y4mvnyPW_V&{lCfu(x@y
z=DdXZjk&>LrYM0$*+#~k>M7R66?Ue0D?3HgfiH4ND7%W)#pQ=vU($yT%pC~bg=RQw
zKkDPbrb&wnDr)d#$fM-&AK6vz=D?6_XbjTMccK|(^X~cKb~wn<oHt+5WEsmf%!5QO
z=csVLSv_13_vbp_hNF~{sAA`{AebcifQQ;j{Vjo^#y9#|=J*kuD<JC0uyldaN5Y%9
zAY%*1ydJ8m!HRXD&)*x-<o5%`suZ^ol2XeCFO_9Qp;WDC3O#sG@ubpX2FgeiW^>6&
zW=@iV2A8jg^29zfIsR%{39nV^r7W*OIbyrfJOm8qb!Rra0hf)%`VuOdkK8bDl_(fF
zhO4q!_^ag)Hbr6#w=92N#dXxK){tyGvXo(uIFY{r@lHdJ$0AiYIMgnepea?Z`eu3>
zp>H^z2vrC-TcHA|sz%XO-kb`rbmY&QKsWl@RJ1fIF8f;f&<e8(QTTmL$z3L;qH1}4
z+#KI~PH2to@<WCS0&<UJekZdpx>n`UU7b2tZ$5cY@=jD<2_D4OLU%R8S_D)rUem>u
z0(>zL4vsSioR=GuPaUS3acUXe_;)eEb?|n%2(x&T^Vj=Tkc-kLp;r%h1A^hZar@2Q
z-C3|(ps)5FK@R{vG*?$%RePo|)QO8)QYSxvzz_bkOWRpmgOd!<UQcvP`i`O~o`nap
zW4KMRxJ)x;RkAEiEqqSvSFT0HfXAn6ua}NGR&yiVl~^HI6<!AihZ2T-&eJxqROwHi
zNwF%YDq<g!|9(*v`_$vH%tKFDbt27{-;G<@feU>x?x`L1ie!jJxZF2ppFtOhGfqLN
zP{B+)m9-hNDM7$L9c$AMBxGT^Uf$^C-<)E<s9PH+2F_Iqt)O%iRz<mTUY#GoaHPQV
zRU}$wKRAhXT4n^8e6`_5L%feZUAeC`Wpz;uVR;&KH<@10;Xw0Gy|3;YEfqCdk{-4p
zHUBI_-{A^XX28iPM3@y+tfg{c&BCQ3EolKGkJ^X*g=MiU-av4~ic(kTJ2fbd+&#!t
za`$l34`V6P+9b#~OCS0O_kjpi?#^0-w?@Q<2k#x-r!Z5T2vNwyUpPO*tM{=+pqeVu
zbA`bfGm3RoI8q4oyB{k#)}851LORc--A?x#@y<Zu{LvX-0Kn>$S9Xm#;ezyTsb^Q!
z{o1!h^+N*4x{vadFmp?A_m}k-G#(yoO><1pX-RClPs4aEjts~{Ibz|B+!0ZSmy3KU
zy#@RnSECv7O|>`+C(ZjPYXbCk{}Gg6_cqG&^oH;`qO6SJVp$dVL5*k~u}y`=?X_%j
zn-PF0VG*YCWtd9aGd$rwS><q&(lDE8GFpPTzWEXr>GV0Q;aWC+Q1j}V!F!v<g0%Dp
zBqYuc`RBE0bUs4fryJ=;j)M!|ibS8B)EypAK~-D!V=#i<w!T$F*0&9LSZ8<Xm<&DT
zo{BTh6<owX%loCOVdZ&M6g4d}N2>~?l5aB2Xjef5CE5)~e7h6_V1Jnw${BiSj`#fJ
zdaM2lFS(wS&&9(wDzq&3$`^j$<bD9YQkW8HrZ2xEki~ya?p(5`F^MY;8Jw$jDV~jY
zHr+9f?DlTUD{`O^s$cQJpY(Qth~Emre|%c{{drm#C|DqQ`Ps)GL64MeAh=egs5W6%
zG=f^;u^&sRR`9*k2S|CVqpMK;x`9jj;)J_ke^ftKaGMYa8HIPud+Ya&i#QuY$wDvb
z0f8oozHsi|l%{v-??;vY2PmrLC=8A@EKswAwM4qsYkT$d!P-iirQ|cMY|lLB@>kUD
zNG{+PH-R2N!SWEqm^PLxv!3)NB7^qPCF*C}Ddh}MEz=TC=A_6``1oiY!*8Q_R2<pb
z1}4gD&fg!g+#!`b6BL2@C?cW>rQ{<<Kw@7i;{~L5&Uj~E8zW420F#AFMtSL}d9i*7
z9Ismf8L|n2SP=7T$1Qlx{A$sxh(kLfQoiVSc1+tlm;?;E_lDzp=M(8ai<4sSEh4U|
zb6)8z4vmPkLRr{_4VhDLZt`|D{Cu^Vf$Fkd98Ig7UVZxLLB5?mfrp9-vc~C~JQL{|
zP7Ik}i*IMX3tK6OQIWH1|BvMJw@u(<dxOq+&@;!nVIg3}bBX62zkGeH-n_KD`QzKs
z?kdP0_l6>tFQ#HL?Ybm<E~Szy$I?GUb~uiw_}L4)&Zo_FPC{~gXSY66wYLEV#hPDV
zn;%Srt9J`DK`b2d{3@u+?hTI($A=9;9j{;%j!%c7h;mt!O@UMRpn|?fk1dP!cC2n)
zY5HmW5EBV%p1C(t24>)xn~v_{)ThKT2Rp*yBTB28O#HY7`!Gh(n>ogkF*4lBDi`Eq
zjVv<@wEUQ0_c3uXCYL3gj{-m>3u2q)V792)VoR}P`;hLa9F=4#9WhGdrALR+6(p4=
z!b*;WzcKYdKOi7}@9+FPu`d(U!U2~nO%{y6M8;ih5iTvwoFto{8QVq^zyZ@Mp;2q%
zNZKjw+2spy3c#|VrF=$;-yQXhxnzjwEGq0iEkq(sSPVGLs7>SHK_#PO6$U-e`Q8Yn
z=DxF>Zuv#bN)cdn4cGL@omYN$N~soyy5OS}m8H(w(gDYdM2RMNA_nF%6>7~CH~29I
z-Qk(>1`6YgqTM+`We$Z|JL?bHF*Z%EDB93FH~zs-mo$CDex^ePZH8~@aamP!=yX+J
zd~#Lz0kbm|v11GoU3tILxJ=)$lYM(0W`<=BKd=O+k~$AzFwn2Hp50Rur=RrBkV#%s
zM6YHA1e#vCzxXjh!ER&|5>$w~+=f;ev%Y)9M7ywwFIiT$=>$b--R{D!@Zp~J`|<U$
zJ*BT}@C}fff6}0KD)ZT@i!auMAbo<WLZRLsG&H<Y*$py2kUdOqS@+KNuQQLBbblRb
zAFPSijFX!WGHCu;I$#*htQ*Ni@>{(sq4eb(=3K1az5l5%IW76GRcFWFYp<R}rI)9_
z90fBye>7CILjC_ivw~<|%Oe(0qPYZOSRgjYYP?uS-GBU|{Xn6WTNw90&Lu<3$O^-U
z4^Akk-zdK=*}2s4E~&xLJXwgjINs**?(jOE+5HW;CwGtbVQ3|j&)tS;dD6S!=g}|A
z%-W(fabP~Qq^7+<Jt#C>i%(E`sQs!)Dy@g7IZpEDMPbsZ%0RaL!}Ehy0%OodX?e!R
zlHq#m7n}(Ju<_W%&_S6LKFap4znbOUFaEkVINPQAGc0y?9{FnQNiHE!$z2&m92{{&
zT27}yLLFw2Zc;?+6{z)^qWpvKb{I|m@Yfyl79g03^HWjP-mJ826-HEhBh~6gUq$Nf
zX)TutW6iM&HyInwl=cZxG0wPT%Z`fE9dC{nF-l{W9iZwcWkiZ9Rf(f<z}B+E_|n&o
z-niI1Zsvwq1-AbDhD7w*OSYU5pH}Ba7gtpQy}QP!?Pyf9;e+o0uXOH|rtVY*5PL}+
zyhwTUHT82^`{_WAE>P6j@^2Z{*9OxNC=S$&zqA*<Eq!Ygd>`pBBX`QS5+?>_bEosX
ztN0|=uW9~!ca=lQchri6MWFdQ39Ds06Qa^1IUK6^s@$8bd^N%Us0fsL-=Bdf4UofO
z7`H#)l6H#sV)A+ni1W&ctN8X3W-!5%Qw!qw*}EbiY7luURM)uOqBR8p@m;SN=U(ah
zg2W2;x|%LpJlI=ja2UBNKgQx;KTTl@T5L={xUP^gC0<1>m?2Zn8w1}7dh<aL6u$Is
z(?246S);)-4Yfs3FsJT(h)s;&$0z>;?OvV8FLZO%COlhHg}!D#$k-0^6tmlW!5D%Y
z9GSHTC%^DDSM<8Ga|F(OU@d)9u7oe5S9B^$#7FmaHJ6xtDA>*)iR1;_HC5YR<L>E5
z$(&UP>p<$T!z&X0Fa}8<2@`p1pP1?(=`DEs!^^iDlTcYkE-U(({VC7i=UhuU`$RZP
zPcBuk&sYV8AMlRxVs*k<=nNFl!?L>dt^3KMS5-rM!2FjhZ@2zdP1iG5sHe+x97v97
zK0mH!oin}i2<y4i6#fo5$`J_X$@njz?wD>;>r*1|2bVbf*FSrf*OPPp!b0(!S9pT^
z?e3s_`+<`)r{jc&K1+1ex8nRK^BgQU$fjSE9O+Uhk>mB_?z15VpsC1ZzwDb=wVRWb
zF$L=B?bNkd|A{kM+N`%)PF`-)78F7hyS~G#a8@g;tHW~%7l5kEs_u@-ZgR%D-`;RW
zT`dcgy6X}UTVv?a?Yva{;>YYC)n6Lv|K42B0RIU%oVT?fylK$)L8xJ%%R{0Dzr-iA
z=7~m#|8PyyBlZ_HXz)L%h7Re@s28>RN~$;NiGA{9J%t}TU%dCnxI^nn@%OxivrL!1
zSPzc7^Iv*b&n3hvHHMwjqN7eneW_J-VSNtHzIQ}*eeL`vSn<)Z_^xz&oo}Z#pFo<i
zy*Qy1uYOjT?`aOEZPvHER=_*lAX8>feJM13pQqyw`taNz>$5@X2>qTp<+haGr!Q4e
zvzmXbKV;_)$m(Y~We?ZoXS)!HzOK!5b_MEs65miYtjS%8QRh7|`|H7>#J|@k<*F|l
zs4iS+DKi~<rKY3ged2=LRXI~-Vsp3USg!G@RkR{czLu&-qw{H|ZU=6+73l;O(fRz~
z)W2y#jzfDV#k8-6b2nL3u~rp)i5h|RiN$ygEF^yahU`HSL=YU><WzDh41pBLS1RXA
zoL=BhF!z1r;-1Asy)@P`so6Jj`OtS~l399Dt8q(odRJlmQb4@ueB-V8l~><A#S<vU
z%<Knd<~%a(p>LU)O+RmO{rc~^etO?!&XoUlA1xR4I}bi8Q*77OiZRPhZ^U0lWixb7
zzm7Orulb$+`bQ!Db;D+{>HQ*~XA=eOUoMx2+PBhBi1?&Kt>;TpxbA+-CZ&8^9hp_b
z*=(s)maIqe#Dm^IwW#@o^7n)5n>(8}7E|qtb4i!W7f$VZ?ED-$5hoIPUi^a7>e{31
zM1%hP7+m4NO(!dya>eSe$&*Zo6KF(FFN*P|VyvmM(8T#fg7cY!va?m=I=kY17pH$+
z5?-BDX7>NeNWZ!b`F{GX&<C;ab7gYb)3X&-RaUlg?ve`Em^F_?v{3QF78L#@om1@^
zJ5B~WpL1s8{SK8?h3gI#@2q`etX+o&G(D<M4yhmCqJA4+NzwB((D!@ri13Ek6k`RS
zeMNZVOq^iZ;wJ;=9$>l>moBry1mA|a%h7j{EbJeRAn(u%%(ngO3mTzY55b`(bBzV<
z!A}|!h2kVHCEh<@H%Mqgb}ZO7&X+`t^vyo^`Rue1udDe`G6Rvnq&dm?AJauTJUqlO
zdm=`qditc7BlF*bKZSpg2@gzY$IT{1PFLC3yB%xdW4oNa@1CK32ixlt&%4gb6(d7*
zW2UDNMYoOGT1$;NpEI!qHaUdRB0~0mN1ir<72mr{jyw%NnOuK&*61udbaVLr!?V_!
zPQ2v8dBF?n^&ARzqR;<oIXdf|z9ROOaa5?(BUDB`%*yqW*Z%i2bqz?IbzIZ^elUwl
zI9*#^d(8PubU|4l-frdMiNl<}(@cH6{>PU{tH1v7WKEA-jyRuARK#azA-swT=Iv+_
z{?1N~UX5z_?wQw=tZ7>6!QRwiPe^QHTXTG3<4upn^!luUUD)%251)J%?YB6^kR6RD
zb~F=oGGjlxWz{%$WuH&l(rrFI+un(g=Au95PY@DuiX^DRS3@3oE+8fmFByj!MmZzz
zj_y@|{eX9_e?@GG@80_TEfbr7IWTRMo*8%cZsxL#Y5x5<^w$HikpX{{zZU@xpqO>W
z04n6<f79amBoIYLXTy%J?M$9H!|l7D4{vw8kB5HnwLZvkdmO<1xm4KSXCUmhb6jhw
zlBCHXw^l{>Iz>D5T-NPzq3p@4xGkoSUcWaRam_4AwYd<le+|iBL3Sonp!X}dH&V3z
zvN4&AbG^`CV><%7ZxSWVSU+x_P5=5)#71`oLi~36%I!$}74cdm*x|zEv{$|;RbGoc
z^^j@aR}1jtwZod-9-(T>Eo3bM#)5r3-pmGZ@xakE2k&(W5P)ak%YyTzocQ2B%6}48
zA|$I%ck0}Z*ZXi=71GCSgcN&az4`i2UV&2H&LSYrY>iq{oBT%D8{l9MWthX~r_W=H
zr8=Kz9vXLs^*YV{k}F;iARTJG6ka&tRb$=u`LgPr=LN)fvHyrHLi!cC{*ONc26t$x
z{)bNO{4cuy^@N1o4wt^J38_tpkedib=Lw3SWr_!TwinN?{tvJ-buWl=HA27QP%UGm
zaV_iLL_+T686{@{ac9|u!qcV#8YioYj}hosN>xFF`-llTQAr_2_7$8npYX3baU7il
z9eDEixRV8+;c~(pE;?maS$vaMVKoh1Z?aP~5t|+^fX!eBY6)$sD4+<+kw*b^bLBAZ
z5PV#f|I1d1Gu{5dVPLBINcAO2wjSdn1wa*dZ4&-RDK{l>K*`yxHf<h1246zwAL-*e
zb*97bUe@?r??j(2SWp(bV7sQSzlP-gZ>#35GnSflO*j2NM@OT(cM0ZJR*rv$yztwj
z-C5Ma;p*J)=cnHX87u8(ET9o5U&Y3UhO7111bAz9c~SQ74yAivl`-n@yg2=$`B>J`
zU#&>W`W8pL>Sfi4nFiUlcbz-wlM5eCwS}Gy*hQa|0sOU7Xbih-de0*C^`I8Dc`nZ2
zjda>v)yJ8u9OG3l>-s^*11o}O`cFR)v=>_2;M4KPSHIL!Ar^irO2d_6wQ<voMjd98
zFW8-!U*$X9UJDi4|9!Z52)fsHWkDzB*C~E-q35aFlV{v|>qN!1J)g=9eSE1hK<*eX
z)jJOw^n2_5yH2UDDy$Bv=Y;(;ob>5`fOIYFOdD%Lcb@$bN>Nm3vvJ1PWE%ic9T0Fe
zPRaDfzqv%g{_ExQZ(D^ze_gNnM_YXy)sx)Pk=m%&L8Twd{!QYecT^fms;9Sshy1fb
zMk^W|l?Xt~0Xf^FqSzmaFaEQuY1x{+KDXS)bPDv1+yhNB+aqV{eLExI{*QhV!#!ot
zmY3yViP46am;$BtVTaChZ}n>AnwOSrQMV4>r`H`3uM+R3a!a@vO-PV2Ex*L73e>G~
z{#`tK!W)U0xH}o%aU^s7`hqIrzX(heMB>0;vG@9x%D)7~t*UQpbhM1&r{fzszuCow
zNOy{>3JDPLv+t?#LFS2XMrWybstU*Dr06Z*f$t>MQ#Z;i%u6*>3v3$kXo9Or1E$S2
zw>wo_6rk8ugSG$99pd|bs6c1&!qwQB9%F4ig4yPmZ>byxQCMjJ`bKw)zyqp??a$PW
zQ9s-`SixHdcu&*%<{fse_L+`=C`S~d0L@JR%r6PYP9H7}M8o{$1<$XI*MNQjC_LpQ
z-2NjFocY4KU^qQ*^Go9w5CI`SmtW8f;EMllx@+6;waWe`0tdZw?~4~Fy$8CK^_FTG
z0G0lbzxy`N65%bO@!>NYRum73U}SwGn*W=oP~67Ybvcd%8;KUp*GLEwqZDkkj+B44
zN^ogdj<2kuP%kb7S15d#ePkw9&(YX9y?MB3KMH=J?qZR2jgba~DnT)!GRes+xBjXN
z+&0?|Yd9eZViu35?5C%x=oB2N3F-t0b2xf?m9&+mzaPE=!m#s5GgTOV*(Cvai`fqw
zzby*0<uk4C_`yyc2f<Yiy5IKdru$WqK~#AxAOK4zRvEBCc%bhPiTx-g5J`4BW|6IT
z6XL(g=qxzdSo`&t<uQW{<&~)VXeesNV?D~>;U79bb9|!bY}6$!2c-`vi^j%3BhPX-
zG2ZKrBu)wa&tG44mnHb{W@&`}_v~x|CLc;^ZFtQb4cE!aP6+?Q3T1C1o1Zp7z*#u9
z^p3Y+8T6=H!4;O|H%`zIZ9P}J!!Ke5vY8u4jZ#0t&h8D<rAn9KIRgI)ri(;X<6N+r
zo*n-K_y;2|sDTp`KPiL|ojwBGOD?@X=q$UCp+KC^1{bJBi(xoaET~ns$pB!4uMbv#
z!yGvlC8-4+=?UsU;AIT~ePUdGd5MWepFe!|=pQfDk0RCJJ*TOuzz&wBygY?W+@a=h
zRPY0W+Jm<opsf5L2M6_{8_@x3AUCQ~wMFdBVb8%9>0%xxk?=AWKfn79w>gflxbF*G
zujDhlw9jEO+)Rieq0)WdszHlfaeQeI!t@h1{(tK3tN-SZegd}uFKKBiQo*?kY`qmr
z!IwsZl~ls{GU9l=bQO}G`JL*nVbW~UP7d0`g(vfz7yV$}+!vjC=5+b$>*y45(*TPk
zAd!&rgiOP5GyniWoaW*qL>#S#MRh1UkdJ|~s=E*x?72uoMH>7kSD&D3W*Q-QgPKpQ
z#5#U~K&z2KfivTHhRWhEv5KL->s3TM=HFDfh}Q&0R?OBtOG<*3MN3xmAH{cPtM6gx
zH2$~3_QgnEd++Qky})b{ZQqNNYqdzK+lU$eMvg?bW%qShcC`L=8V9{1O<Y@46ZAQ0
znQ^<xgP8o^fRlQ#IlVAMd)kc9FDGv`%!Tizv4NKo)33}yW}q!76UO)X+4?)s+1q*u
zEQmqf<bsnT@@ipTS)Ak7jmaH2S9h~W`!$@4z;{9b0_&jPN-<w&^N|2E9$v*Yuh)FC
z+37-)w4=_2qw7)CT!t{H4H<x$-2niEewqFMPow4IC!EUmOtZ&W91sqxH!d}fhIfWR
zKmU)XbB|~8{r~tJhB?K|nHp_ubI4h8$Q)`1hnYD>A?7TnNK(jIhnWp?%3;H#az5v*
zoO6mu2ZbVZrl>x@egFCWzklw>ec#u8?R~vo&!;&aV3i?#-Mjzs!^!tYyz~H8**cg!
zc!du{;&7mY?e2VEJ1+?-Xb$i|M%krn#bk^EOka(7naJ(W_bhndZx)x182!6&$@K4g
znmR}}=`wFU?4+u;9AH%Gd4qb<$^c8Spt&3l&HsbL@x2*p#Vkf8lx3Qkbt|Ed+fy>d
z?N9k6T0p8@^JHS<txtj`t9-0)riXq$QpDlm2B|&(SB+hIrNF7Z&;b^bNFmxLzxFe2
z08@-g(&>kASs6<tBwT$-$%NZ5kZzo>5v1&lFM>(AENWo<E#>d5U9J>0d3X+y+Hxm1
z3MvIVg_R25Rq)p#ilf|dTtG{mtkLN@8{)J;yDT^-7E1YIHNawfR%GQ>lwk=I>-*uJ
zliA%ioH43oCYB3__0|vsu5|h_5!qW46O`>4!D?G~35{Tfy!6o%+6X+=j^u`nJU>YE
zrdTK7SvD<YDK@TNspB?NU+SSX54fP7z0uW?_+=ReEs&VSv@f`cfFtxlxRfXO`=`Co
zT;`PGGHnpt23yT5?k*|X5xXsx4d*oMcZgI=Difp<R1nl+bRxPV!zE|geSsKeGXw|j
zhtnro(_J>j`*|HFEx<I|JgyMG?^h9tJG~P_WmSE!VVxzqYAYibnm-8A`0Ci-2=}G_
zpxjA^O&;f=$pXbRq#x(}%K#JgB{pp$Ut0*_?xcY=w3sC_OW9DdYgf0u4n7I4zZ(A@
zfA}`DOl&`XSDx}a{=nQaZRVe+iDi1y!YbT~DP#n{$!Wt*=)K@76E_U1;OtD560eWB
z68y=o=I8&c^h2OpVT7K??nfEyJeiSvJ?d_g!N9_<hJo?tF*yeHd-sr<QdFLMqxfjn
zbXR2KU4sB+FM#~kg`dIh5b@U4KOF;X&Pk~`vzj_jM@Son(|E{ayT`((RRcyTjPKI1
z+}L3LCdtzu|3b4mM<Wf|J_tapTYq1<s!cf=JvCulWR_Pl>$EiGo^!IHV|z9g(bevM
zLm7=KWYC-pTafrf`goOWCIHa!;Zy-P#wLH}_FK+Fu-4@{ctq%~>c@9d9_%JNw*dFU
zN3XDs{PW9$4_aRcw5s?PFdd2G#DWxh^=IqUd2?4%3wWrP47l#DK^lAB7}Vu<k%ZGZ
z1bM0SsSpX7SRSfF+bwZrm<`T3ldi+2mcLf4r5CBy6Jelq7cXYwF~VnI<x*UdMHQ*Z
zXpDhDT{Z@SYKiC6B;hE-XeM7)mY~1k7r84hf24@smk71pJK9sl`Al|rpKZ)lwq40V
zsyQ}se*$L6K~lCaXKXCk7N=xpsUhR(C$wXP<A-4Y89rh4QzWO+)_*<cO<scqm=;vf
zgo5@=(q@eD>s`^j1$iHjyo8VsZ~Oiz)t8-IJLcK?@tk86ud@KAQ82?hl0w}++K-nq
z0Pf1vPYdgiClvd}Jg3?k-O~Ok)om|)xPJA*kl_M901!>?IYfh5K)<fCPnS8pbA^36
z%|iqfRTdjyE;q39)37x?;#2YQF2!rz7koUfv<!a^FRBi=pEoqVuzp23l41#jW5Xc|
zVw=iiqMB4q(G(A`l8OGzkAur=&qO9)x9k~wN+@04J~cQotc1cifX)G7VD3as#g>cV
zhv}T=chdePgy#Fa{{W-ih8c5OEVOe&3=)@K08PEjfq!dB(raq!FB@}icsmFK;@;>3
z028^Vt-f$6d71_to0>+{KmJ^8di9u0R69lh=PHJo*n&|7lVIFjWDLej9iOX%++d>^
zOST^MeKvR%qEy9OO&=;zqmr#Y)Gos7gqC*naO;SCIXpVkIYdc3PGrHNF^@ZL{Oc3D
zz&z)%MM|rp#@E>_r}`H-b&OFMXsKN$%lf#Jnh$C-U;9!H(25%i$P-nd4)+>l5>kX;
zG3U#e4L0@8Ed6Zc>8|7cQ^(GK>DI@onY)Cf#?p*osmb~CZDa;o)r&4MA+pMK-k|q(
zhls(A6mk1f;tg&H=~%BehnL-H!EKJ^A&|PhiEYv^>*i8@H&X!s_=XZdh|k>j&(RNz
zEOYgm)=p#hh4ne_Bks~jTWyp@_R()REY@ok7RAreFh{DQ9L|#}yLmS9Qgb-dOJ>t|
zg>C#G7s>&~6=|F369?dNyU8aqlcH~4`))P;u1i=icmVcsH#*@>e}~7lxPC}(6~2JR
z#L{6mFXKt?oPx<a<VhZj5U>zuk9p=+qREhk<sq^Fes2}jk@r|;C*D#=`s3lsuc8Zs
zzXuTapstZ~gReH8@uEkZ+OfuB6=3Yg{8Lg*-{h?3c=NGT7DqNC6%7}uVvub#e2zZz
z7sg~wuVvqSU)giF?Yow>Hv*TW5(y7F6QRX{uv6XpVuD+CU5(P1k`Sg4J9PxZ+sd*6
zoahkg)>mFU(Q9_&^xd1CA7w=Je!M9b#~Tot>q0tHp~gmy8$UZ}ti-cKIZ3_m8^@ci
z7%XX{0T9MNR^9v$Dt6|s@^jK&j6%x|-8rTSSk|yB57xTucK1WK_$jgWggV>*0Gj6?
z2{;qbqWkTz$UmztIw2dxd6twvF)N!pG*%sCkf6>huD9X8VzfN)QcS3A{JvF?rf1P&
ziVc0zbvs7`g%Td6(jPpkNX89%bY*L2uFrvju2yQg<Lq}AD#+1B@EU}N{(OmtS-tfc
zjgj(NwjhatA~lOi>ovlmMU7SJEZM@<69o-kuEUwnNjf-NPEa{5u0_awFb!5gaI<^z
z2^H%Fyk%|B{EX_L+pPAiz|Y+Qp+hVh<Dl<5pA`UPc)JRei{~61m#ePUN`Wh1%+`O-
z8>3GWaqdGkOvF;^LzxKW#Ab(){Ilvy(-Jz7H{qi-1#}x;%7-R|Xb6v<BYjCy!YCNS
z)9IkD{+QA4QO{#`(DHCK9SH>tMqT%~x%pMgN+akT=XIs7)le&9U?rFrgTRdA4&|AU
z#3C|(jg&@xxX2Hw7kTS&Q=Kir##)>O&;8b#96QeBDLyV^>MDHPlmmW5;xsEranudC
z)pNKSz8Y1)o~D-5>Ol@zB5*uKyl|-)Fv7M*5k0^{u^573FjA9h1fdG_<iM8QYs2Zb
z)g?$ZK)ECA0au`71J>P~pzfLu%m9{Uwn9z&!(!LIY-S1iFapiFj-zzN+=q&X{hmKw
z`T=m4r(3_c7u9ybc%UE5tl9;&6f{XSXbRoQJFu{{E$%5#4E_B6it)1RQJ?p(<~%Qb
z_Cb=wxFeA`SnL1=41S1J!cClN#I7lp!xNpyTrEKMap=DGSh-)3iv<~7Q<|E#Mc(V<
zzlWm8Ff9iH{?@Sa#=dCiT<~wS)TlYOyaJ}J$3d3FsNmGMj}71aCT1BvE2?OYhRLCb
zAb;pc-cW<m$QowN>(1uDzm38F0QHss0W|Kvl2`phZ#td*<-!bG-FImYK5t8Ec_3)>
zoJK=p34V|l$@=nfS1M}B>V5@cT^()~@fKKE=S%IV`&8R|XmL_<kg7Px{Y&QN+=J0i
zU!;^)1xZCnxT%2hYra#ll84pe|6aHKd3r)3^uo8Q+5Z4Hp4`CHR0~!U#_F4;VMtlh
zL0kBmSIGK!<hpF0MqWtE$w);kvO~CT6Eo@WOXuTgPjs8cxDOw{bK~eJmpjoD_x^n3
zzTB=X{P38T^jxHT4f#~i*Q5Y(x;ZzoDh8M>u_nJR;*@E(Gx{&(!r+)Xw$N`wv0|Ef
zIuXci-ABYx1ymz<#&}GSIMNd4Tv|A91z`GCA`IEWp$%bFzF51dPZ$V?xb43<uL%CY
z@tD-H0>JJ**aT9USb1o&ea5s=q}2Vf?G2bh=14;cj^mVdv^kad+iiqzFBxIdd%oVh
zXGzv?;*13~gq=|M`7g^)kPw^>Z=LV-WQ_0=MBBc66e&0?%iOe}{U);ffH<%19JWT8
z!dnZD4pz|Pg(MPjG{^yT6qY2C0(>*vEhkWHDHY)}C3N>n>`}2=E)*20CXX~qG{fPX
z-o1AX5wrRU@=`_7NEft_01??cKDMt`MD)8=W0B!errBvedK{8-*REc-0cSPGh;9mo
z_rK|kOH=-*d4iinu%J!}7;>Te!`~(gYzSN|PwVH!VPPep6JD?1>Luo{uK_-_-7Vcu
zN!P(Vzw>spwe)VMK+dT5I41CzOgL8Q$(@yFeHX@G3Bqg(>!{N$wI5JoEGlr+3*@CZ
z?kc~ulF7-Bpz~PJ<W-Eb%S(s3N)x-nju8ynrXxe}T9fY><Kg3Xsp{Oo0n&+x*MLE@
z-HxEZ45E;+x*v=`SWNNv=g(T3RGaRHOr4cvM#ed=zvUV@;x!26DjJfUfW%4!%KQi5
zUbAx-fXO4(B&cN~FL?8WCFAvV*v`%lX1@865@wFo1$J@PLGev{Az|Ay;B}S~%+_KQ
zKEVA-!|V4n<pN=7d)vcuL&cn@$zxc)CmMeAtyHyK_C0=|A$z@C(BIj0J3AseUtjdx
zg;zCIevd+u7dcU936&s_P+oJMpdTD7Qkl-ZAb$@LH74N2D5>5%G?(c8;+r6I-86GW
zpMCj0T@7U+c)JPd2(i4k?LRV@gFdRcmX*T&=h>7_WP?6bT<1<&88S&XaF)&$JI0Q~
zz<)vq1PfhI)T}}{cx}8;rMgU*fyeMJE$Xr(y|Qj~=#q;YSr5JaePK0i27tUzqI%zR
zbsOD<JMPjd0>N4K@V!(eGvD}kqgA+t7JMCDE4Lssn?y%YhZl9*ccVOGAHP2C2`7R~
zsq@@X<ov^V-XgLfnsD(wFM$!~M8{*cRxOG8SQm}f_A3z<U`yM4?a@w)H)QqZ>ib~_
zX+B<#cZcK#&n1{}Fe2GjiL^CNy=j0#<ElzQ`aWK1#Qy=J(B=a9dYn``Y3%{<%@-yP
z%T=K5<^x*MQ*t-!dVE(+<js@m=ZKR^nex46F}*p-NEdC{$jksN2sB}Q7N(o~W^64I
zf5BF1AaYK9ocp}(Yf?p*kj``Uy5KTb(U*zSyv$cqZSi+0vHyI4TSnI|J)Hb0*Do>j
zyaA&o5Q_x5acKNVu97}8^DSO|Ys)h{KKe&{#HP(}$V>UlFBOEu#G7dPuL-sDdo3FY
zuk}krvP;@lE`&0kJ-uN_qw-MX*IRo&FNmXzKgO!sU3y>NTK|qatu^+;?Cb89WJHl&
zck!>^8Swz(Wrg9-ZQqVmr5(-0yDz&-Yum6WDRe13)l~$XPt11ZzNV<@R#3)gem|c$
zr*Z21cR|a%`beyoLV>bnd5W&eK9ThRElLo~N|Xwxpn1-!^Bk6c#Nm>iv~>p6y2~0%
zx3HkU%g&y*G%0`03h<g9#GfmONIY_-TsAve5E0e;PVuU^U;!i*Rt~gAdsbglH%sJg
z<PQ7LX|D`AAwGfus9EgC8j|awiXz#;Oj8wimuur^d_pXo9b3knxj8|%MdCAAq!9dg
z=UNK&?_7g=eoIMuinyi=@6Cv&3yW%3nw9dZp~AzDa=XuFpRNqx=JdKJUpnlb5cs=2
zF#J;<El%5-hEQD7Oub(*C(1d}Gd(*WqKuYrk&xEx^zI59?MO(aP$+^Hz&1`E*hQxT
z8=s$yVBFp*Gj8E{6DRXh)KFyQ0IzZL0-hiZZG_`puIVNj2*G@eO8xte^uCfWV#5YS
zOhtOx2!J>Z!=W0<hDP%|6`ebEb`IfA<uIG`gfcM}(#U%LR$bNQ02Uu#A9Z6mje@8q
z2#CZ&-$csrDcn4{;r*&G%OcI`6a$Kc`=)7%iN<spYik<yaX5!m26Z7-gxHLPom@e1
zD_nzS)<T=$NG_;OlxK^>1WWo9MJ9xn6yT_h$AK;Qtm=_;O}Eo~v=ms~Pd5iScRACm
z&75V}rl6koAlRLtQ^wJdg5==PT>5b@8IhDT0PZ(+ylwXn#CjeDDC?&o0QXGW%nZ{9
zNs|fv!Kcrk%^zfnpE=|ZkBfp|P2aK8G`K<pG^ocmwca{??#g*Us@M_wn^)Cis)wvI
zmU@oQbcp7pRV3MU%0lcDkH&^V`Q)=`uvZp8fX~cIXzB6tUFolB$D9Ki3!NAV<vO#P
z09__4#{chfo{FMntm_Il2C8Bu8+U8T+hup1!RVj+`@%A(?AdNIXC^(_`a}QIOhuHV
zDQ0_OsWuO=D_K)c^@LV_q2xw*z5WO(jIQj`2`rGIF)#u#T^yQ9L%5>!t8(1tp%%Bw
zUZS=`p|O6j_lX8UY{<iS%W(UzI+$X{?$SEGfd7xIOi@0mF6;PE(Y=%5I{1ye2O2pc
zz?*6A&i3bagm-3WTq-yLp6=3V_LDUv4xc9vSQZ+vsVVF(w>ZZa(#RTjQDX~O+)k^#
z9&UXKhI7L?Y6lYcJ*u(rY%&_w0OO$;NdcDC?FLaWZWarAsYtJBLxm;!ne|M|@aaTN
zk(M7rC!|lE!xi%a1JrjzCWB>e`7e&`-8lYT%=*TG8PktIXP~bCsbGu%_%(g$O+qC<
zGW_SNh<&7ajiksFI}p5>n><c054RnzBgv`7zWO|w<YQ#0@-p7~(c^gvchv+z<5hvp
z{7;}RckXBIwfyHJ1q}#9jN3wD7#WWfFj>--+BHIGuOx9pQZxif&9(qf!5wgFw2>4&
zsVbMR@LPcsRgmmRoCNISSh6VF@rEiLi-8CKerROuw!E@h);aHIGV~o>Ye86li74Wr
z)20Eenmp6B-smhYlPYggM`Ztr!xp^FJj}RWlG}UzGWfw6vNxcnREnL!S?k~KX}}EX
zBs7p1DPgcY-ioDHHE?Z6p1%l|!fkQ>+jDIjkm1-i*VuZQ4j5-uTNuZ(u4CawJPa;6
zXcEn1KXVf)AmU9a<vNy)1Im4j7DB?JPIG_uU$o1SE4fGJ+m4HF=*<l1(8*#WQQKrB
z(k~{1+qbnzT<5&6{x<si0&?xtO5m@gW7QpRGb!b5H%^@I$dKQ7`8%{1a|OWJLH=b=
zU%7it9LszB*WoQA4vhK(ukD9V&+I3n6ZyVAei3!!yu4MKM_<YWf?$!!+0TO<@RGcF
zK16{SgZLehP?3V4e;)B-1r}q!?OWZqAQE}!CwRF@DUUi2n5it$GEKL+)=)P#Lhv&X
zd8AAUrMwg43M?oR+xx_8d!*?l%@pMdRI-9K5Mr>QAi0zAu1$S(7K(G8IYV;_zFCX2
z-(2_t_tWf$A;dh9F6}j7lZ<3lI>!|33rXG;yY=T`cgM&kqfKemnGPxU%(Q6*h(X4K
zB?>k~?cb4kvtiO1-|JxIBiMi9Uh9wYE$~MSj0MhU)C5b-zoB#me@#YCu;Zu|Hf($-
zBy-#@k<LrgA5SC}xf)9dGKe+<_qxlJhinjqwj<GNAkF_>jSqLGS5U(`&!uj0&+R9~
z<{FzkY9Af0roK2@P`fgCdnHh0j2$T91ZCjhNcW+kvJ#91)sbNtzFzkZm3)R17yj9v
zG%6CgroW$zOnHtMvLitz0AMz8-fbYsA}<vw&yU7sG{C^h+S=YIj*C|cP2}=rH;2oB
zjhatR77B9HNN@^4`VEF$kL$-u0g`2!#JsH*3&{^XI`TPn=+Y^-*kv@G#$S)c2m?d{
zlvB4C_g}u^#Rv*!5;43AY^)M3OosNL?}ao>|2F_Xh9x#V&Y?kap2sEe_p25?F3UQp
z?1bk6xfUdoFeBUpx$Q6-ul7q+W<$984vED~@*#1_Lg-rya9CmtbS2P7-D*T>%wo2J
z&Y7D(NAVtu=!Wukg+}pWc@elfneZQ8_@Ro@2&k-|Y_qOA(XJEajl0Yn{GcpLFL_sA
zI_#q5jSB*j4{wRCiT#<%fpvKG1ZL(93}fARxA{m^(9BEE-zF+0NCN3OeZ|kFJlE4A
ztDj?Q=EtKY11$0{9WBvM;47|JxJsbRR<SQSp@JfhCiElJ{sUb2zH;KVh3j~Zl0nzF
zu7X>!t(vGjDZ4{-AsO{vOFh5gpLAH^HD%J@HTZI*SR0g5mb&hLddbMcNOa1m`NZoF
z$v72RtF}W5oKF#+a#w=g)m4y4#X7*KYgF4e7cLZw<9Pe1pJ<N1GF6Cq>rdf``e0GJ
zX|~=bUPEWT8osU);dX?hHxbK;l|`EYtbG8pi`;!-*G#V|D~pWEe_CAUb-~rlZrZT7
zOeTiLyT0Kdp=FoZub$xr7*_Ba*<hPRF4^2=fO-_tZB{hJO}gD%W~FSu^cApVxj*|Z
z;);m>{?^O5plR#NcwiQJM8gX{woMb-jo0IjquQ%_4Vv#YWZDiqzV}sqMq4G+ntz32
zZ1Z>Qpztbom|{DWIfwH|gBmB!bR^D<nKrMx04~DM_T*ZCw?ZT241L=tTqV4!=CjF?
zacS-U0XEIn$=9Q9EFAsPZEcNp$#QX6rGd#L7a#rTc?fBiLbj`^y<eOa2lgw6a*#xm
z1u1YSm}D+(_^%})E5hVn)3N$e$-PU1^vKNyb>p;;^((lF+iQila201mZ;>Dy8U~NV
ziX4p`)vMh{I>i6<CzRB;y!*HEm*H3mJ*<{oeK9unZGF3*yDl<#W0x*_<tjD5!2xr(
zv)J;k{i9ma5?!#c^kbf`6xZn?%_)pr&=mH~<n^MD|J;T`Ow%u1ejzAwza;{qU|8hd
zaAj~ccIeEGlD#<C=HTf_y-;(P@PB~vrek-imAl5nX|L7Y?4wEdJFm2N7Jm^@aDH{?
z>zU(sT;><v={u6xp9&f@bZI&p#BBd-W2dMgplP?s?qhc%?i^*<8;U$E%_J_+QT8FM
zlhP3k_j(b3{<_Fj0;@4AD|60vr^evMv7?PKSzf2}yM7wpVV@K}T?@H@O{2*7)YVIw
z1I%UpynNywy8XyX8s3Q-%q-c|)e#;!e(!jwdQaUU=ny||tJnPf{sx>l)bm`hfLK;0
zLlwN4{f2P<Am<oSt2f}}vF0ApN2{W+YSxo*QS|{-xJ~R4PId(EnC^lnlE*z-inEWU
zG-miD5}We~|1Mm)Az#<8#&VjqA+b`0x9>x?@Z4PWZ@%5FG8_EcB3I~+)Kznjri}yq
z=Tn+m%kqDTS3N%d^7Gkwp`zxP1YO%7uhq1FBn5wb?rU^6xCr<#cv;~ow*XYO@q_2R
z9Z7Rhd9k-&_I9N@cj9gM^_pKK!^Go`z7alj+KVuLakfnqwikiAx}|lY_gUSlJ3FOj
z!OO{!u9N1mnT^wZK8qy=29szhg_*h#8e9l-`uW*yox}6?5Bu70ZkInPC?kH^x>~BS
z=j7mGB3T%iDsi$Xg`Kq}S)xN$j}Vo&RVm?iy&(3`cayQXj{Ak(d)pUYs`d7@++J?_
z3@&%bM8kt|`DbLB8{O3}0?D}7gr3}wd(5!&N~EwlP{^?OJ+r-~jCkl?*LLr+nc^vr
zjz1btPV${_T%Kg8cv=JD*D_zELe|GktG(UMFn-Vl#_GQLBe?{5%XU4>2H(Ype*D|A
ztnjKUb-<-!>khzVCj`##aM|2_Re1TNe`kr8kmuId%RI3ja%YbXhx{>Bh|%@$m^_eD
zL3!UQU@kMwG9N#kxzBZaQ-|Sg{3!b0&0jqy)P!m5T#>^GTdDx>t(Qsuq33cFuU*_Z
zy{x{OyG0~F^!KT7&~)XrbWr9vzlt?URRq`QKS1RpYnPT%`8|eh|K_R<?yjNC+>Cu?
zK?`Gcx)@hV+O!VN6Ex3bFt|jWD`>nM1+@E_35`8-Z~Sg7-PktH=$U=}rU4kCqN@Dp
z$iNjBJ|~l`I>)2$Ix{ajos2#5#ZE9Yh+nQQH+^9NS2KiKpPf_As!fQ|K&Mwdy!Hqf
zquVHdw)rr!6rkrgv@p~pWN}BSAgiG8SMARW_CifxT!rDn&eKocf2AXP?i@RkI_M;F
zMZck?z5wM~9Cj=xB-X1-5nJ&1e$suH;CDz;%n@EoWZEqA@A8Y<U!8~TCPzhc;XflJ
zgToHWd!F<FJXVkPCo~+|*X^u%9ZwJUo2agl=@oafFUvQu`R#L6#nC~<YI*a0qeo*!
zrn0*;8Rup*#JC9Dxw&*=>CN{3!1rH8FBe<xh^%&>@`QUF{4RDFx<ckb>&<X1;g#yO
z2ZhM*&ri9@22PVT;|e)Idiq4(@n5vVU`{CP@bJvPd3yV<<hJ9n!JbjG(dxSK^8UXJ
zkkirW{4=TCsqfFvH^@c5n+>L6ZJzx!%S{aw=ENb9{=T~Te?G_C?6Gz%m)pdiM_g*T
z5MXj?M?N#cExU&O?&!&Pw}P`8aL*rx3{MnvpOt-3cTWoyR8^Ctizr~#^FHk|);P#G
zjBl9&KMITwP1z<-2D|TXKc**>=U(1Dcu?qCNNecL4VSFK#z+T+7W%w#_7zpT^<&Yk
zAm6Dng_Rj#P=2O>e6*}1|Gjo|t;_XQsMOrjFU|mc@<>3~U;EFGc8(l+^!k2i2;l)&
zteyxoG2GG3x=~rJoDSTJNP2(GCNq}{3cqHZPAHXU-ZQ}?tZIt`C16uJ8&kAQ*n`vh
zC)58b+cyl0==*l_Y_oSx+^V%o#j@<h-~BNhY`?mY(%q3+lK!s!c}Pc;Dw#O&@z83V
z0HDL@H;&f20XmwtIf8{NN!H_=M{`~rtNAo@erzDi*inA@->i?&U%wE$=^fGId>=aH
zgk)abnJhjamA3}oCziqPxs&<jo*o45#Gq=fOWk?0)V%y^Ec#=}vTKHP*OcBn_x<lb
zLqk)v#CofvZ!irL7vJkTp4&US`dWT<J$1bL<PnJ7Py;T``pkE;ed}~wZLwpH`NOMl
z6(0csWC8B#Q~894rnH2Xo^g*G=lW$oehRntb}Hx<eD`D4_x*}?mZOgjDi9^y{Lr^H
zE2!4WX|!@E0Og__iBcVLXH8Y#uRb;wUHiNEv<{k*CD>Wm3DGRqpVzx`t1x;#M;kn&
z+2~}&d}hNOcdzDE3CYza&Z2qmg(jptW)r_$kUVr-y@qwPQ`|ZBVqe;u)Sh6Hq%ZNS
zO|<&V@j<$pmxxIx$9;-ZYq5{SsXX+dM#8b{FYcjDQ@5M;E(OFZHAcki28AeAH@2p#
z=mzcxCzv=Xs2GZF+oC3yU5ou}Kde3uE^?r|zIUixIN9<{bcz4cA-d&d*3zNB^jXQ&
zWf>2$;_gWsP1*T-?x|?o?E^SU1mGkLWHI@u?mRayM!64lGDg8KQR8mvigp&%GBi|7
zMptZmLfN<WcNSXJzy7+p;lSdDE00K!&dmFBIt!QIXm3@Lz2mQFf$>17QI}{;TN?Az
z*Si=)rPW>j_g`i%2Q{j|TvH9wkxI7haJzrf(~)97*qZxe*Zv+Ddkk^$u9RG={+0>w
zn(-xqsjuFLUCh~x|NiRH6?27p%>zZApEo?c>(LTf5K&KjTlCGSRRJQW%ENs`S?1^0
z0}FGJaj?Lr>+xuD0qYgl@5e4gpRA#h@TEb3!`H`kLFXt`(6lPTa4k`GA0QMkZ8a+Z
zqk81k8-CXqn|zdF#B(n0`<L`op!5j%=qA=NPLgb@iPuwOvik^Fc=|i#17nr<w)|rP
zRDm3Dm4;19U5Ecz1^*qw^(vU&815U&m*S?XT}UbY5^>#2J}o@NG8vlH^y9;UYeTn+
z|MW4b(|r7!Qn%PxS9Gzn$7!G9x9LhrjzUd0SN&sh$ed&SzY9TmCB}huCBWwz0@(O=
z#mcB~0T}6Ck%(c!wT_|LwW&gP5{q-x0VbU*NosSY%=`TTGx30SF4@H8jj+p#jAyFx
zgJjaYEkHARn8T_@se`<I+cD~ZX%2EFuCf%&I?+S}>*|fpPPd*CSFf>g(V{VHvJ=s1
z${tDo_Tpv-Y#JM5KFg*NY#-`u#PoQ+g_U5<3{#+r2|=9WvEb%v>;%J+6Cd&TE(?DU
zjmMZ|$J`Fxiwq`@I|o{LRK{lpx<$UFu*-w&di#jWY1(!Rn^n{GoHxoz7Xs;+Ba3<X
zJGjOk8>qI24jC+?b*e%()DY7DK*aT%9oHv839*qpTwZ`gMB-pkZ|57K@9CUeBZkLT
zZsqr1nSMxZVKOaA(-qo5P@4$ZM-kJ_N2N_Ql&c(NLl{wxT8U$%A8cgHE7N390(#11
zuX^J8h0|jK%B>PM4*$LdFlb9UVg#oukH7a*N}_yK$=qUCnxEv~Epx~J03FCu@&zq`
zIBYCjb0c6rXt;KO!k5~=fA<&%zh+W<*$#*$QMi*a9>2l2_dx~Ch&yFkD?7qAjO_E+
z05ziwS>w+!5%f3Xu2~SN*;m$gdjyL8>JUtpow}tof4Jqz&?Bziyg~9$W=uL6-?GPw
zblgs7lm}s*>waTqcG^3xpv}Uf^l=hWp3n7>g&RY?0T9sFgsc4!Es;B4jY?g#)e16E
zUP}@v4<_Ycod!?u>5;DYuL0Ep^)@XW^NncEJW`^#`Fd*Q<34y|GJ;sfxpozWRl!U-
zskRNvwyICkD%ffO42VDPF?{B#KWr;92}SU6<tnIG?Kc0Tt?pO`OSN^AyOn9)E{dJh
zqMqLF_{ELTX>S?qY5QWZ@cA=2zRZGVj)CRU03gk`2Kk0kqCQ)<$`O!<Xrg3PUK~RU
z`BKY09tx}j-wd~1;bTO_ORAZaCF2@F--uCecl}D#67;P{w5-Kx&EQn-<g^K?;#wfb
z#9nr|l%%|;4cm-l)l|1xty0uc7AlYp^%0klOcW5_Pry+z^+fz|IQ`*71<M!)pRc+s
zF_}7gichP;JzFvLLBgw!YyT+Ls(}b!WjFWq_d@Pjq{t+%lyPF%f%+#VU*rJs-XNtD
zCziq<g~fjRVCI`M-JUU~`EDqrPycgU=ado#Ce#4@`?@2znd1bW7xh^mr-tD#1%K<A
z_Am<m^W<fG`V&5`&P)C?WjDqxKV4Cda9;pRwbUH{l8T_@3y&u7xIL&U;`lno!3<eq
zMVVDI@XbXn)n;NGtcGRibySvD+*A-}(QhHmP#4U41@E6IW(rSm`rPUjI4mHE&sDV<
zN0X_yNEQv&hLy*BeEH(`60bPIU-a$CgpniH?atL)r&MctaT$e1%9eg8NrK<0rg6@s
z@<N*N=Sg-}Z{OT;Es$WheHKf-@#(?n&m<y^5m<;5B)M{F125LHQe!fKbtH;N5#cL`
zCOJ~q(Rg3ua3b=hS~|Ja_wn}XPtg|&O-5no;>&f}ybwuX6c(BW-Qqu;@qri5>qf`B
zIx)a~V<``CY_P)#^``<3ha=#5>DP!qRt?1HD_7Y}X3f0QC<=y*++;CQBo&6CDdUv>
z$#ol|;~!WNT2fl`f^F%m6JZzMccqb7ju1);+v)`zK;55#8odY%b=T2VU446JAYB)5
zv?6*K`Y8el6clXltVSAyFfIpum0Sl=Qf8&$35iyXWqVv0T4s`x-KZLY9BCsC9o*7M
zwL9x|s~_$pqLH}*x6(kDj1kY-4(ZKJm){y|u~o9{u(fMdes(zeDhF81N7o99_J7#I
z;wXY>WYqfEZf7i~>7E}GX>Z)}TBi8^l<*LKj9NyLisAr8d@Z_$x3^1!<oY3-?5aGX
z-wa+2Yq~|Rjp-EEK;|Wyw@*mMcPUipFU;3yC<jfaCexK2IJ_1t3@Ly^^DP`FXN{uW
z8<TV9DLES?^P|3^^(oq3Pj*6&l$Kt-9H49&UzAgBcysa5HLQ-!5^B`IeO)7IR2wen
z!}Y&vDw<cS9hwn{<(j;Q?)dqMEpff{@pa0N+``@KcNRlaRESfn8L=<>e*SDWfhC`d
zl{?JvdSh_?Hm@TpdQKfr8cp-;Vk{5^W^T5$*8ds`DD~^H8aE)wat6w>=weWY({Dv$
z7*%9Y)C>5e(|uo2ff~k<AA7$X_-A(U!i~<pERrq8jmY`6(2_Tn>&NLXqHU|Ry_R*k
z%@7jp#tmr2`X*X_cMj%YT#s@ha@7SLf+tWOLn4Q672Z+z{isRfmu3c=Kt4{4I&M$1
z{rK;fj!WL{9XN9S!S8-arZRD0pn8l-oRDHvYxk~huh;Q;iTZHt$E#_MHRULahi-9Q
zdZjJ};=utHc6q!*;>viTlCZ`4j`jDSh)5Ucm{+BS+e6`w#;SU+DkDfM$3v935+sn0
zDvWew5UWz^{c4HHuI;=CRtEgV&6tLaor{l@HD^!+76NXq^Mrt_0@G63yLjoyCbBP3
zJspWF6et7FTPFF7n#0bG$4cFpsl{a)x80;fw{>4$)&b%uP8yQ%$kAiFhgM_fw8QCD
z?%QrnW%2<>rv+Qa2qfmXMWVFMbR%ZQUK{0O$5I!%+yDt+m1qHZQ(zmPCyB6exKR{b
zt$@kG*+o-Rinr0@SI$q_v?$COd+FR;VWCk{YW9KJ$CVSKH^3XmwPvsv1v|d0PVA_p
zAi8LrYAxMRTLXEdvgnv}x=mqfVvaq^IUikE>9we<qHeGU=#WQ4e8SQ8esB<yI6{0H
z&;oQ*a_gsU@(t@y!`AY!A`CO%Sx5^q$V)K@RUa-puC=`U%epKer6O0Qx^;vv!U2Jw
zT6CcATQuf2T1}V#ZIYzG{kgr}3BzN4z}m?Q-1<%b`S#;E4G{jt``0uC-6zNXnXQ5=
zJUVh4WoszO7zuw6g9y-I=;Y{!RR9`ET!tFqn^eDX0_dJ*eA`uba!T^Xo5%U;`CR>D
z#HU4x)&kRA4eK58o}I@cQiYD6JNN*ubpRP!!r=DHc-TgJBWVjNMF6m2jfv0<tJ(Pn
z+&+OHYTd8|S6X8-jY{Q=O%ltPR3UBwI7iLCp^0hwcS#TgpZwh(A3W0fFU0_cQQB##
z^W1&&DBo4tI4}v7CsnRtJ)c-fcMsCjpy_6d39GZmsLeJw0t>dGSl1CniRtdB@o3=_
z9>=9)0<o}<2M3&k#e1&7QU-7GC)!f)aX4NcvyCKkAP#O0M`GhCU<x>A1P<kFTbhLm
zq`;IE{1^a6zAVN=T{oBJ-M6rQAyR>mEz9ynVe*<MIE5srY>-V~3atIwM;#jZBribf
zR(1CWi+Mja*(Nv~J!bAqDw3ejf&f%L-=37)J}04Ber!OFdJQvx1%px-qk-yxy+1C}
zP0c1u5TbyC%bLgNBo?Ybjks_s1S;CAUxE~-z`eumSXAx&%W_7=cQ`YW(vj`p%L1Vs
z64do?#JVa|Nlk`vUWxbz0eP}N_`ET&5H3~6DLMPcfA_mYuxrc9IspS#v<FvGJ!&Dh
zdb`3F*q)9`hTi4Q@e<))hp&K2_ABhJxI~29Eo)_tn7HKBd0Y&Vm`vL{)ejLEyiY#;
z=d~|05kj6<ZJ?zTrAkhK<ct8^mDkE%Se4w7w}GHkZR?7uN4%{pd`|+_8AK+y8VZcT
z)L*+FpXDS;*Z14<w<$b2N*u|fOmGwUIILsuGH$h0F>1a#z8-oc=dV{bwA(J?te-u~
zR-uVpZ7xCLf^$X93lD3bYDYCSozYvNdX9D&p6ZAU^Y|o+%YxAP;3z>ZtRNN%{T~#c
zndb*f<|HT4%5qKx)QSC>)TzNsLeb6QVu@Vg@{1bEP7hE5pu7|ai^I91HvMIhiHXLs
z=88}>72KdL0cqqXGi`8S>KNxP=DA#B>dbhRw?nf|Dvge9PONI`>Vo;!giM=7^^^v?
zQQv?FC>!$+Tn2umC73?+t6#!Z(Wy=O8eeJWU?RcWN90FqsoZjZclj^^Jj<NGIyfRZ
zDIO6vTuD6+DDiN)hp2lWMM^y9^Z+~;R*Muhxhi6wj6io$j4N$TeteoEXF@87pvXy|
z8%KI`msjpkhSQZwerxxpKI-j+F_fb#By`-@)ik{rHAon;k08j^KkhFQETep_V~)kb
zS`C-)66s=V+zPir#`4`(D(dR$Z@Q0M0h;bd+%SzZ7b{yoI4Skg<)~CsXdMuiQ%3H2
z^enVPigOtoB$WR<oJ=6qqa*%v4oG$K$G(}z8Wd6M(Q!wB+xtRv-e*8+)oM{h<lFk7
zO+a3(aLlWN!A95J7&ER!pLYT!8s?9B=n!rXSW0QqJUwvoUP0PImDQ-XfRMS{MMj`w
z`obulPidv=_4G6;H{tWg?@89vP8BzKjkhivbQ#B&PIzU94Fpib>$Ey=uKw`Lr7>?z
zvR)_*_f1P{YJRcahVrC(r?8;KW*K=t3Ujy^!-(f^@4Oy#ik<oLAK=`7fQxwaznezi
zOyv`JUi?Dw`-W7w!?w3UhB5vkc-xPk817D3LQUbD11kC1pP-C>Rl=F{r*FP3o*QbB
z?TV`#+;8Go7fVXh7injX^!8={xUzN2Ww-e3;ng?a6}qKcZj2S-|NaM%{i|GIS#)Xf
zo&3V`;A0t|B*y^#;7?yR1;B0IY=hago$~#_ODFr91ulnyq+dEzO0_*CxS=0vuEog<
zT{GeV+vb=#Tb?4WvqA`@WD4_f7M5!^Y{EvHII;#T_QyT6E<!q(eUg`g2`GD%*U8iG
zt@aiJZLeEJ2_J5f4}$j6_X2GidtMW1u6wq|#tMD;I$b(EN8Yy+f;T{MhaGvpH~f+9
z2ri=zAQ_exUvF&i#Tp#sU&gAEgafVc=iM?syY5Rt?xo%ya<$sTjW3U2Wt))1dA|vQ
zu?Nak{y#w1Vx)!`a4zM%$DGc#)qKhY0>KZl5+=Rg4E_LDqNChL2+n?tJLXWD!hOtG
znXDC{i?jF7P_CD-*S2Al6!jkVRROmZK@NsZiBkstDYme6DcYU+66U`z^|1~DK(taO
z+}vPCT$wp8#6h4+HssOM)~L;F?9of_ylj1c2k*ciMCM=r(IV^XAtmdUs61#c0|0Of
z+<6k2pM!8CT>pr62><ML%=XRMuj#c`OTH>WlIm^$2#{kY6VE1guGsgI?(4Yd<8dz(
zwp;k7;X%Mag#psB@aWVXSdmR$eI-3#BZO~=Er@H1Lz;zKp@<YBgq`rAldKf7++&Tn
z9U?N)-Yfwx7j``5@pRd>K<?n^jKJ5XJC6dc(2;?td{gMHGJG+;$|tk2fF(%dwk^S9
zr|XwB$Gimz7Bt#FIE;*0!-@ioB`)&XJJ2cG4vwC1DB!AC#m+>!;dgVk5q_M(sI%$=
zOHL#wV?Mt9xvXrk@Y>+_AUg8Q;Npib$;df<B(JQ_!llcS?eXW7sX{?qyrzsg-YFso
zDG<CwT(9GL^p)ivwZG*9wqChY`6GEu?&ZuyUSid?c`7>!k{n{wl=GwQ@&i_Ln$d@*
z$hNsL89tYl;Kk6yA1^H)kF39+OE64^qfU8b_prKeZv9m{qT?EOZlZTqN<bN!%okd;
z%4;R|E|m#HqChUIFfj<1kL4CuQ?_YK5(WvN<`$eBYgQW)qvC9bX-}Er1_D>96k3k9
z8j4?sC?$AGO$SUpgs?r&MJve?Eojcz2`cBi8d6s`R8!Q&(g;02WSg!Olvmb_3?NLG
zTf?r1e@#_!Ap>wji=02d)Z~)Hvt)>9zOKN+vISX|I}(Nf<NBR1{s#bE_Vb>Be*EB~
z+#Kv*1J{i=;s{1E8`o?5IO{Q`{%yXG{)YP3Q#pZt)0sgLZ>sNUL(`?kbz96=xbt2}
zu=Sc0I^5KSdPo~zrj{~3;zi08T3ysZ>U)vT!s<+?t#hqSVbd+jS6RG(zuk1i`98_9
zXZ})f;d2)Q9(Fp>AL!ib=;uNS(aOfKI1<hx84|g{Wk(@C{A5CkoUBiIe(<erOrUz3
zM5Eg%pVJm_btOL4+lNp~tmnB5x~wiL30_7HQvl&HnpojiT(H|p->Ro*ODbZV*x&e>
zN)iGI(^?5I{hqMN%XKQR&<i+5p^p}z{ei@J$^{<+zGIWuX_g&l7p-2qgmVUn{AJRp
z51NV5ueR9*6sj;&W01R|n$tbxX#ebfC#Rq7cKZ)dxu96<tGTPF%i5ic3&u>l*3`o`
zv=XK~`fN=-b-t}s1x=a^DE10}Ndcc;b!*_;;U&#BCS!cw-ef3Q>`f;>&5@Q%7DlO{
z+~6o8UY<$Yn$n2enGo@bYu2YG64@IN1X%)}WN_YvV|HglqoP9JJxslQS7WD69I5JZ
z;zrD}VO6GMS^VFy&x=o#+kH&pzW*s-diMCK%SX31sf$c;jQJ_5$?umxzNfLFMN%4-
zSHGkhLOt)4XUq*HSP7dqn1#k~h5QHL;Dg36fYKY|pT49G&hIMR<rh6x(h>Hi7J>-*
zr+78UE3@8ei^aCESX2%YE8BFRW-@PjS<nE`lKuc|>}bB;sOP(<s5#veIu9ovpxbtP
z%D64j5UpX##6jC5p-?GlBuIczo2&mkdd%hvGpV!7jT6{>0k`@O5R7cr_aPid<u$iY
zGL+p6r**0fCgSd#5vUN3mg0MT?#JTO_oB=H0rJ0P(%4+)<Fr=b7<qC^G;bmW=NKH0
zPGcl-sOs*5mQp}(=jYf$=hApIB;@e)=5MRnNlOjzt!YSpAtR1~0Uo{$qJ&}V7i3s$
z9B0-i9LYk6yruAOhH7wE*%m};`Ycq1jJpvFLe{#XXZB_Vs?9xy@j$RZ9<_?G#F2<W
zu!042EOCV@R96$A2hhZF`_34uH@cSL3Rz>eccURyan8#VU$u#1>B6ze>US@uO9Fzc
z_^*FqT_78JMaAR?o8+)YVuWqj06RC8YfNgUpTzpy1hLr9EnizgihzbCQle#(c;$f5
zwDq1|<3HZ!UV8OEIU|(jW=)JD3yCSfv1)_JMz*t~1OzS-x}W&`bMqNhq(DI;1Fg%2
zYr;@l674cPMuQ7(j$(*TBSV42Y0e^mCE`=z)-YZDzKFFOXBp$15_8r>-6tX?)kgKk
zYY2mZ?Z6QDiAMzr7@RGR1!=TK&>ttoffnK=x$cMT`M5n01DEaEPQKp%`hoS-E+@i~
z{aj0O&KG^ggZ5qOCL=>gCA<cfdl?20(gKBB+?br`?vJvX#Y4yK$+UJKa_WYvi(-bb
zf?|@S)<&OcN65A4MOPU^m#&-Mo3}i+(XLh<jpX9gxFiyj?>Tf{8P9$Q&X4fz2v_o8
zB!W@}!3%C`NCGDy0&*0q3T{eT<t0$w7(U)<x%cckB}av*AWu;@GX74Um8ble*>Ahu
z^5>Q~iYI@4uJX#I_oA)_$Ab^Pq;e%5J-mEme7x*6AU7fMWAys8*8H!MN4z$I@~<~`
zHuQQ=-$3N-zHYuj`5l$U(B&pJCc~*jsi#Qj3Q%m=+_OV~Ql^S3G2O-Srh^Q*MjBRb
z1O!2bumTuyB^-C+GluF{2;7dRp)uK`Wl(YH)sXV7l*wbCtFVFw&6&0MDCJ0^XRGVS
zP+kIEx}_-i_4a|tPQuV}Nsq0`sP=DjpCpt+nl*6S)aKY^34KRMUlF3#fr?Al8C4|(
zjAW(aCBU>XWiNkHvwF1)f;h`6%YTmIXT<kIj3mdO_nvl+6VBYEsnl|)Ozv5ZdgT`G
zG=0oDos4-V_{;<TONLFPa%~?XO^S^U8gZsrI1_(!9_TW<ZXyd{IjBJUR35o6df^u)
z^rzHfZa?HL%3Z9!O!qoCHM#z*Rq^PF@V92=?;KBg6;Ro)8m%*l@#l=e5_<e_LqNle
zb<KHuRsP@`YTu3tSvDqeseG_IA9m#I*G*nG7-=rGbRo~ls!_eNv@oDG5$l#GxBbx}
zCbBPi(BL-S*YN@P$MKda;^%OjIOD;^u_t?FXm9V<#O1~Cg~u=AZ%<$Va%joEtjooX
zTk%lrXA*`;nC!^&SI?gv3R(*yVGA6no>nc;n)aPs4c^36v;-;Db0jipI$s0Z-Ffio
zimP&cU=WyEsp5ThFBwM(ts#V4dWc`FSwOPYB4rZel7VTv`fa@fv&rSZNKA@nzw*D+
z`6)JqwJG%yx~!FoAcs?K20d7|dz2QBt}#F_8PzWmdm3v0u>NCnZDXVG666ys5eHYn
zczeI1z{{kh36}p$%j62E5|M{k-CQ4T)&mso>Kc(JJ5)=|v@fd}&@$vIz;unCuXU5l
zoF(y}Ayw*n_H%U<h#2|j8(7WL{eZdzs@<C|H><vbeF~39fpXG#*PCL518)gd<Vp_d
z`>ev48$PE%RR=9~T*uSk^=EN0%YCP?^lytyaitSc0s@*ZU58$AAXo{s30BuI90_O{
zRR{PSDfl3))0j_OACF=?hdrPJ&umPs{PD_s^gI69hF9h-Ho%B&^;8a**EpR1PFF(X
z_VQAC_IWrG6oaG5_8VMMGrsgA8J6m^J$3cMx!X!(HRi&FanN+xv1-H*7>azhZ7(vn
z$z2XbJ{8%BfhDIX@q%spEr_m04fRq00p%PWRRj{7*GS`c0Ks5jK%`<Zg=g2xs*weu
z(sKT?%B3Pj=FMS-tJ0go#D&H!VqWxTM3KnDojNVE{{V&u0?I|O`uI6Z(*Ytjbh%&i
z6h-L8@=+%!0<xElX%J@kCVviRHO$nR!#+vAO;)pD;u)o+MuF)EemF%>Ba@b}`s7+K
zUO(D!HbW<C5PbGp+5Py}+sDkGmnEz5Re7HwK3PjWl_aMHKyVTSiQ_%3!o%uE!))i*
z8Bf2|_nKB9IHLtnkh_ISo+D7xM~AnEnIfB#G{KFL6M=3g(};`=NB(e}qZgh>7rx`&
zQUAC?2AXB}#2dvKk=`A0e9dz|UF7-89IYqn+vo1hJ*~DJ6Mo8Q>98<v-8SxYmCtKR
z4*4g-YbCB!T#+&!7>5qG;;8%_U%Q&SE&ifca+Ucpw1o&n-*GAhfXE|jhmxH1qacE5
zb&)s2b9f!B_&G3L-NeH!6H`6+JTbg2kxBtYL)E)pc9POW*pnA0S4#>>9AJGlGMbxC
zK3DWljCjOkOlrEOA7Xt|=fR_-57k9SyH|IOJ}Ug=dipGX0cI;{HHt4yF=2{9>PCg}
zM+PtsqUPZOqDPN*BERJ*hs?)BR;SZikZ=^BF&oCl;+IB%ub&81+;QBgVaA(1NfJeu
z6Kz)vj$^w-h)$z_gfF+?ts03g#ayq5;JT{*hxIq->>f2oJ`0JoKHIb%0cP4UjKG^4
zY^*zpHcEH1H3%BhVVT1bL|Pf^x_mX_gv-B+z0dzYlhuA=>1u_?-7pUc9iO4*TC(8@
z?O;^wk#~)=JhToJ0bpDLfF~UaXJz6{cfazoR8~iO@*>EWM2@eX2E1$hVrIB%az5m}
z@|j~pGEUZ3YhB}2*1nIrQGI#a!cT=gz%pHDmzPm%Q`K~>6DJ91!EoL7MWW0~HDSUs
z=qmqgp2*X{?LQtR%k9V0xuN_HkBH^aPshbz=!}xk7k_DWZz_Fi3i1|y7Goum4fzWE
zwWj-W8qX!Bo{Spws?N0S@7y0=dlvC*G2`IZlSe4lFzrBb*EC4)N@G^#<U#z8nC}hW
z?$lg1Q@;3YeCY#qy>H};#M%*J(?HPolc(~+O3(dknErJ<8x<}$uOZ=_@&OO1YU;XR
z`&;6Ave79Ncy<58?#s~7`jyuwM%m`YuKB)(+FnB!?r+LnJEKV7?4h6G*Pcx0R!vD*
zUgqi?wcV}Sd(2FpgQos?ayJ8+P;qGRZUP+C6*iZ4pEZWnCHXpoBvf#P<|t^Y=vD?u
z^it%-{%a>Z4XkLRc^#QfCbM8M)(!5u;Y?{@MttyMz}sVik}JmzT0<CbG4}_z0#UxU
zAP;s1L&XPdPJn6veVHs8$g51|smbbA%e+P~ZoD?=*{U?3w{gI=w)Lnd2IohwPyTs;
z<DXG;9$YNH_dM?65=mU_w0=t7#&NfERcbOTn1Pe`UKWhew%muyC)A<)5>x&iH|*b#
z{{ys`sj0rOZ(Q*yZ9qIdc@aoIgW|SgIWB}h^|$fgS5Zo+Si`W2Tl_2*I&wuXlaY7V
zKkfZZXlehngWefmy2}+Is*$0Vc10Rc_jKJc;alad{>gl>vmAW!@6dC5maUT_pJ;8I
zM1hS3sv0W`rzZV~fALh&zVC7AqSvQ_o{8DTc_Lm{ib5xijq4@SD>Z$`mC#Ro`hNVo
z(i;$R;Qp-H-R!_>H0p05M~+pu>GH<uU#rdFtf2FUe-yCnJd@f;Prfy3Y+v?&9G&|=
z)9?SshhcMS<`hx0Hq0sKW6EJ_2gFP<lw`{}IVKTv937Z#$XOdE=R-&bLNSM&BF9cB
z=gxF|fA{(Rus`5+d+m0;uIqX}9{2mclk*3J*0K(?YX<*1()R`xQgmXle$}YRuxTVt
z^8qW4(|Xw$Wz^rkfVS8;vnC$utFLn7>G?uuQQu><^!~2Mt1}bqU#DbmVqSm0bnis*
znMTNrd9AL9z&T5^^n?4`2>mLEA}!HuhgwVVN)HlZzz!+KEg_^%Pmh3PG&j@`nvw4~
zaIXSeuYxNNJk|^-gZV4sP62+M2CM82loUYRH#I`|RrdI85TQt+efU@Bhc_40@lHgw
zgP+g^xcoK%-aq9yjKc-TNqw?>KGp#^VSBQ7bYpZCcH(lBP%bx(ZcA6}O@1GL>>N*d
z<ZA}e`_#RF&@-Pu(^mF0x%cEBWDfSgp9a#?;#7egQ{BJQk6u^bc8jNfA_YG2KYA+5
zt)clpfZL<I&yP(V^PAO9zZ}QB%|z=UzX~1CpcB#+E0IE!+orD06napuPLP;q{rLz@
z(v&rdG_NV19k(ps(RBM_JaaF!>DrO4pxX+ktc<>V3RX{P9DM3haOzmdMd>#kx8ONO
z2vsr09ScM%1wb1T(g#WwhE9iAm8>T;x|-FV5Ep!PICk{e1--qHXH=g&lY2=@M&`4E
zZ5?U~?}U=or^Xw+7vQO)FP9MF0FuO#gX9@Bi^lJB6s@alEi4YLT|X8N+$;|_IlQ#*
zD=qVb>d8;96oyk!1>anNS>Yj9NghGNmJ=(rMUURef<6ioW!e@jKcd5<o!(ze>)iYL
z)l+(Sw`NV0;B-Ue#`KZ)^vcVyAO-TEIPmY%WpE7Xw4lg#1gu3Q=Jc<JM_neX6MocU
z<C)qH7Y1Z?2HHlQL$3+vT%abc{yW3~Hc@m&KP*dr-#vOxw$&eTXIw9N(V-J>?e=Z7
z)gWr|m=Z`%*I82cG`Wji6Rrjsc2|Xo9{(&DD@xUlcGJl?U>Wr7)1Eyoa&j7r=4Qq`
zaCX1Ky7>9)1{rscMHMz<<caE430Ol<{(gz5m5g*2PAvje>ASLQ2-9V{Ji=qIEdCB5
za>H7H;y(QT?>l)LiJ$aTjVkZ%Xmjrya2F)tV*crQyj@bYF45Whr_hTCNYRpl(%Jc~
zugh0$?tCZ@S^DMC{`r@=T#^Asw}2nHpVQ76LZ>LiZQPX#O$#r5z<`;<kns5g_`1js
za<EjH(UBqFg))SsgR~W%G;c9oCImQLDO47%6rT1}P_j>3`mmIDtnKRIhblc1XSX+x
z0Iip|<3E%>UZQ|12`}E6ngsX!YC1@=rW9m~q3nunp#=ew{{h6TG3`1ICo0?py|+WQ
zUrBF_lr>#}x9bOxk{sALfB;kEy!=$Ievpg0>r$w-9oA{^@X4-{GIvi_p^S8@)P?sA
z`3L##Ez8NjFxon39N3a5mQ339W11|y(D2B>fxvfY^#YnKH6Xk6t(q^Aeqvd$aQ4L3
zp@y@MvnQm=hx|>J6ZQdJ9T;33*u_Q@<IHCj-cck8a&aWvx=6aLse)7sa+Drt-aLas
z3(<YWWNllu%j7OsIl=+k=T5e#ThAn1l0vLIZiUCk+Q{VJv{5cH>FV<GjCd;<bpNpe
zZ7MKOmRLU>&MD_H3u2Lc_DD1ISD|P+qo79YPNzYVQX;><4wRrn!s$W@5bT3nm7toZ
ziB8E?4d=`{IvH#ZmPN1=#xukSq}g19z$z_+n*%7G$+8v~qZx^`4wY?eUyq~7zj8mf
zU@z|dQ+&RlZT{H{-uRIVhI_fWopVxSwAdU9A>w{a3<l2>g~{t{50)b;(1TRcSdN|_
z)RqAb9$>X`tmRFgSUVU5x87Cr_)=x|<l@|o!~?>L&79Zgdh?~i(A^AS1S;A&f~kpc
zzwVDTK|Yc3bZ0nZGs<XqufA&L#e&})bstCyC*bIdK(7S>wn=a*4kydOpYc})I_BwR
z3B3l9G9|ycW2dLJbxW?5>$s8~SOr{h7B_<+qYrE($(9LDIA!9KqbESOW*yim<tUeE
z5S9?>!>rZx5xDQRz4}?E5#Xt13IhNDMgWt!9kxWsh4`ay#<Kjq%V;>-!I*Cg&-Fhv
zb4(x4>+fwIYy1!JPFLGH)ce|>Oa3u4RWH6%)s|1`y#DqnP4l@A=s-eY<ZOj|VDi7N
zh#(c8OdVa&eb$q{YkwMKhN?@ENP|^J7QGB(JC%(O6>i-#)d(ak>WuvTq3|hHdq(O{
z`U-zo$8^;f4n}Gn`|3AX<P|D08w7jJKhMngyl@y>C#>M|iD%zp1iqiw!2lwILgc!`
z4n4Qoru-C5<ff%BoE$cic2dx2Fj!GeNdQL}=&#DQj(mn?Exq@1$>wqa4y?2;#^~9+
z!(AwCCu(27omIGS@7M1GwjP6HUk|hDR%)f4n$!)@ow*<+gG+A)Z1!h&rX=pRJ$PDA
zAc%NORMI^-w4R4?9)#yQDkWQT;!u2+;qm2}PoHPY!~}Y8ddZxxd&b%g<nvl4*g6{G
zE{x}Ut`@jy@%A@3-eP~+8PyC4n<U~(5SGMt!pShW6w;T(U@;~mQCv?~d3FiTgjcW`
zgSjRV-rhwVZA9R53Jc&xj|>lqh?3RfDY$v!ap?d~M4U&rzUJQ%i;Fr)^U#7M1s{($
znHf^blA-SY|IV2y3yN$7h3{=A=w~~udw{*z4mDhXXyNNIbhephSjoisEdWZ2V13$G
zSz21N(_`g_?6+_42n@Djcwaw)TY7ZxsqZvlamH%K+*(r?-RDYlz<6~U$|i?BtWA>w
zkJeTP1r@%P`8#4T!JKk)#mD^!pAMwt#3j7Zbk{xb$k>9aV)fC^TmRe+p<o$W#@#5Y
z$a~p5Y^}U4RYeg5>e^@$2l2YWNJktrC#+kS`1GoBZz)Z7w%S?5L#9TKp-|MM=1Jcq
z<Hbn1l;e+WbbP^K%C`PsDA{#Vc8DPJ3Tx}ebXfQ5N4gU0Kk_)*TvOk5*QYrSZCd7q
zI+BZEoO-VBD3)$4WF3rsCAiS+rdR2;Y6D0eWpVvJzNtKSsa#vUNnndD4PSM*Q^Czu
z(6>(_Oc5)(0n6(EA9KLGkshmazG_8`j0%E|b>cNU%)5*@NzF_%JYfFJg)-zTaR!^g
zaj4iFAgMvitc7+1&%8^BdG)GC1}ymJ+w^|`OS{v${}8`~KK#sQk&V&!iL)}~a&!vU
zpFr@~1OrrzM89TC(`C9s9qR_%N%J<cJ|7i_ezxmA4t)yQGi_iTM+yA6pK|QJ@AUjj
z>Vc2CJ+GwdL*7{#Nt;Oeg!=HC>*vnhJ~#Q(j;S967AG+vihx2yxN`EQDoDU$Ve!%X
zyqSh9pG@=!3P&GQbvSid*!rfTy*b@{MRhk?P^CbpG5SJBP+L)GfB*duU;Y^}QZ{!9
zcvmk>7FsdWgmUJ;scpC^*0T_~Q?65WGU0UGT7*PW=?CB`4}7z3u?>oMt(Uc1$`-?5
zY=)T>DQhud3wQou?{QhqiXgJym+G9V&9~LMd=YY;jE7%#7^RHlX;TI4xDosGnSd18
zSJK9Wox4p`4W^DQiK5(z^%=4`W1=Cdw<?x+e^uW5=vu=puRsqWcvnZv9p^EKgf#-7
zzubGjx|XG}xV84HxjG24ltiarwfD2o>0gPuFN`C?xgZY~6F}!XSi}VKwP3;yy`NW)
z#7y<bBy6+2&l~LI?Pdzwaano!&rkB^BDzjem_m%YL}U*RD`fp#Uw$41bH7<3<~oa(
zxrq4qrm0<TUxs`-XW@V#ebZX?)-74_1*rGZn{~7_t|nbT1KoKZmW?dW$`(w@x5>A!
zEASJwuzDl4rX6dU97^f+jhQ)HpU=@Dd)QU)HkWIN`t|_$pMHT+6@BX_93%@Mh~tHD
zces@Io{1)cp!7eFA~FW0?gpia{M+Xf)86y8-=7Dt?XtdG;L(Fs_=DP9IQx1>veVk3
zIn{z${F^(VnB{d(?{K~%J}m<10=>&Uu5lGtyWenq=|6zUv4p)yHrzM!jEPrHc6KK<
z01I<B;zr07oalW3{ST0lxOzYb83Yo;=kn=gP|Ru@gDu5Q3TdONE0|24G<|)VPvJYA
z#_(U-js9}J7Bh>L&<R}=yDkV8S>BF)s6Fe7EXqaJ6NZ#qAnf8F&hc%^g;(J9)*^H6
zw~rq=yC>lLt1nebpsR7_M2L~{&uecD04LAH-E94vkd5xwsQ!~8<t{~vP~MsPtJ;s;
zdeU+2z@nsTyJ#U_^>S4~|40rFpN+-B-@SRF-)g3VUM0{}vvLaNHoa7gVDp#u7qx`^
zd7^V16DHDk;GC1);0wHbyBVBCwykW`U}TFwK=4?1DN<a2?D+w@z*t1gCG8=Qf!`|N
z!GC~jr>hS2eHGIVH7Gkru&>}wwVR1HoS|wNjObwvIU^oN7(+z`J_;?VnEdyif~5z%
zxdvhxXZ_$mF*pjUWOPN!(>3Tz#tN>$%9mIWq3&QZs7YGYc+_gG6Mp0)SxUAhp!x*T
z+$c6%O%|Z`0<5Vr!Qh`sk+ZK+Kn)>(_;VeD%nZiqlg4GR`=zOx-oJz%e`Zy62d?|o
zT$Mu^Ofs0GhJFa7b<u1k58Vb3D!QlX3j!X+AA#Jhz&Z*`a7KKO?UH~$Z$}fknzm#f
z!Aq9QD6>{=e>U}!c>0L3!}n2bYq7(cHvf14uu~xjK6F^J7xgTFN#FPY<gy2gbxW+>
zkybxjK>6$r^KhiF6Fv7zjaHK|lK2gJ)5<Jg*3}+0{h=e*;EHV()DGE_Qk~0$Rp({^
zg&KNGZuIt+$3Q+2r5>zRpC39^@YB|Kqu!r3u}aI75zN*9{q#a=N7L}zh0xzWlc02V
z3w1tlNkQ<lS%CqGI!2UNVK5=(lqQ9V=`_bei>TH5;E^5@Z*Js|QzRg$Oa+!H|9#^r
zsJSM!Aie}^gFu+&qO`UbAdQLb5fOzCOV%#?V<R|a3RSs!xwXCKf0VrXknOKJUe;pn
z^*}iUDy={Vr?6c?Ibkx!sBP>LFL{`%C`JfZ^K0!GUY8*nhnH+Nl7^+~_L5&^YQO`i
zMTltp9ZqgoX8=Z^C?;1wH1-BJ$ZPSX0hx<ZtHj~x99hN-Bv2IW0>wpWp;t69$8Tb(
z8Za7pkT@}5@cp9KY<ODc=@ufNDj2VlyT`~TV(xH@GiBx+5Wq?o8QjgyTf^1btowv>
z7q7t6KqXN+_Lk9K)Of=yR_wOJdRQ1^RiGP2J&^)&Ps<3um$PdlU0+t5toKWSmKYKm
z8NKhz^&(rvo${vdtyV+xCl9Q@o0Hrc|NDlvf(N5;d5rZ$3|5DG;Qq61cOejyYfc2H
zI|}SU?0$vX7PrQ<n`DgojQ*IcD*eEgMwx~Sf9HR>mPRUnSO)usw{kVWECyM@d3a;J
z$^}2aXMM;lRii-P8mUQQSPQ5Qema=`*ucLc4<S751T_wf_0i=7yOPCe)~WJ_Ang^D
zt2EFJIV3}L=JN^lZL%R{fT;&b*s!f~r*<9x90Me_@W_tqaf!ZEEPcpg1x0!dk1}sN
zqu19uSu;W4603i=GWAfn%*tVb())J?wSXx_iE3wk-X4j#$-j0ZX7_p5Mva#&QJ(Gq
zJ%8*c)SB)i92cw(5WBuv0Och}0#8!uVb>7V`eq^E!#TfetK|8hpSj+DAIkqd%ljjF
z&hEbH&qL(v@^7wJOpvb44&)t+<K>zC7;5b`0ya-=%?`7+cVi|-Vra%lLw<Ucp$vhL
zD+2{oYYU!UkRMyLUQkGzq6ex!o}}#4Ue7puPygJ5%ZIi$t`CQQ5_$O_Kr`gX?w^a_
zGBcmnRMz<10kIl~{Wu2hiHqYX4cxhCDX*nZ{VxjjJu3O6(&4YNr{h<*Cg4dg9-1<I
zNWjjlCt2b9hGuS{2)FniYCh4%2B@*`jmqDJS3MBVP`jnE>`&B4-JZcGD}UNURG&KZ
z3!^j$^u!Hktg6tR3<**1gJbrx(nmWzzKY^7KzbWTAW5*_&-_SPxE;%fbin-Axi3_t
zqSx_~{{SLif;OOhA*w~-q0;o*%r^{Vr;Kb_k3AA3Zk|d9Y1-2kprc#<IY>a!TeNX=
zE$ne0J#{{xPXn_Bn@H`Cw6cFCVj(i#X<Okp8#tVbLL!SrQKEQ=YBxs=mnoQ-u-*cQ
zHFqNX3Z3g#TXA=`wGl(8YmijF@gDZr<vUyPJ=Tusmt3nF7jqbW2orT6jj*yz%KGZc
z`jmQVak{KzG`LMp1DZSs-yDEW^MrQ|B@4YbXhXQniEwRtgev_-BNzbaOOpUJwv}gU
zB8NJ4KM<liVbDu_otLmasd>n&{oimu%|2~;SXDO~ko#VcTZKFR&<2pDVK6q=#p#*6
z&@}N(%j&iF&XZ#a4Kna+gE6+5XZxAe@t`9i!6%b#WC~!3#I+U%qT@ib8*^ZJYg#(c
znnV?2<dl<aW$R3YeIh&O?;YO}2$iRiyA_*(8eW}|23YuLnWr}zIH^6~%8JAhCxyQu
ztq;d_*d>)A7cyb3bO6v@MBVt6V4uLniRp#haLyS3U}faR$B=uL+sdzmS~S%UYkY(P
zBBFih0tgliuoW7diyUE8&?a8$1Vl3a2UHsE(-7QeD|)LDz2d0lY<?oqf&kI!<O$_;
znp%EM)g;tc5F^9S@_YS#>EA<?o_$ypV}9NJ4{+r429RI_{NLZ|;G+mC9Ha_T>pkZ!
zA*~Hr#@}fp<A`mVgE#_?whTB_gn1DArLc|B>Cr+qB#=|dL-~km(ZdE_;=AekK<6Il
z5A!oQ5oEO&g{J<w{{h5#;^g4|!U%CX;WV$fK*A{&LuiOrJTnVbKKmvqY*`<k21$(i
zdDLB`Kt{@MwD<_hhgo6!74mL9&)FckF3EY(6jIF2=Ex32W-A&}P-Khav4R-HYvL>U
zDIuWqlS(}@;(+|*hcC30FLWFdi%+|tV+d%JDw(lJn(CU}>^rJ{Nzcrdkyx<~)&|FP
zNEidMJRXR^5q!K5S0voso4`x$glaDuwcqg0J67R~JI!?!6z=1PomMZ7=~6sW9uIoJ
zmyO?18AQ{V2(EfbQrqLM0Ey`D8?X68!c4iuivq~0h-i_^D2a0qn#?qJ&+D6vmsi?D
zGn?J&-2n`>NUGrhz2Vea#Nwc{{Ecf6`<&lg*s@3fCXDT5ThtiNkmcB0=~~ZRx#i15
znya}2SytaG{E>scac|Z5qzNIzeuw_T%jMDMc_TwtT67=OxaFFAgs%)#k_<l1%FCvG
z9O3WeYOeCaS6DJW?;L8UpS%Z&CDecFcO(_bp;|BAe=WW*2Gh*f)d^VKVqJi4u#z41
zx-5S<YO}^y-0zne!T#OO2dLE)#AfBvuhka%7vO>3{{dvu<c|Q|3>9L2+7XGdS6DB<
zP5gy_x@-IN#vNWj>hW%lE{=z9QmKJbgS~`V6Wa$BTiyKCjgO8&4dpnBlX+gV^fzkH
zAC-Rqx`|<=u$PCPTSvuxdCfT1cmKihoMWU%<+4oafzV&avup)L*xS0I1&yn}Sy$lK
zAY<O>-~+EW>X)>4&OVBVWl%w0oZ_sAARDL+w7@W>$%yC9xXUy&P)>Dla=!2D4()z)
zvkt^1qikt*+WhoUb(SRxg{X2NOGYm6)tTrPX<e`G9CI0G#Z|1sGu0iYVJ-@t)C9hM
z!~A%(!`pnPVkcuT0kv8)?dwWl=>G>u4b=(p$pi%eX4?*b-`mG_C}<{+5K^)`{qFHo
z#QdPYlh+XQ6&EM9El9vzD_2LMPZ3+|P!7!n<uv{VPd2Aa!>bP!KJuMKIA!P$Pbn*W
zlv=MdX69p@Vo-@xC5wSv{Hm$Y3Y7s1i0+3=*Dz|@91M;DsT|I(fL6>gK4K{QB(w|L
z23u|(-GAN6hN}L9jKZ4Z(<NHD#aXB#j$N4D&F|@q=pY*zI-4$c$Jv9AgBx<FQvEKf
zQ(M;usLq=|v2O>Mwh_0*J2X`HIG%q3^w@Hlr{xN+L*Cre2jw>o$MIwmkEz;@zVMf^
zz+psKr15;2f(Z0*;-acQ!I|zF{M6M<Y^d7!t#E#<ja=VIc8(cRi^W7N<HprEPBsep
zY@Wud801ahvfzc2{*^hp;iU5s+QXaUK7ZdE!Viu_gllgf1f3Av;^R_}t(hqnkZXL&
z*{3_nhUB|?h@*q{gdUi}PO!~bAMlWV(?6%9<+2sRMYD;5OCj%eQ?*<$!$i-ERu+Zs
zp4k(ig0MH8!hb?fYBffD;frBW2{#9BmtVLf^K#fht*V6}rz(t2y%<aNmlD7T*q(JA
z9zsL}fz_0JPoQ5girC6S=oy!29*}PV6}k@1qQ>~x<3Ra1Ty`6HKv)xicg|PSP}mW%
zVF7|3^mMdXYI3Ut1zqN3v_}H$4ROw5Nm@`|CWs&G`cjQ#Sz|>&WmE;te7a(m!m8qP
z(|tTBsHmvx%kplV-i7x1AYbdtb;<66A0lrhzm^0P3vJ0GC#FUs)X-~X@{xE#BEoD;
z9w8d%Zutf7GZOP<^2?w0%WMlZ+1$h^n!m3rGlHY$i*bc;$-X|Yb)3lROnQw28{kM}
z?k2(s7rEBnQ$tK0pva-0)>xCUW$DvYbv0Z5eHV2*TSkL5@xE1f_x|q<(WQV1MOpgv
z=Gn;Eq5LCd1~(X{_WZ<CmyIlBc__bm5I5zNgo@rfcw%)#My#`35n6!3c7dTSl98lr
zipce?rM@l^dpBaOY)wTt-Q#Jc26avl49kGu;1RsFoNPb*eXlyeFE{~^y^@waZRtbw
z)CBV{oMXJvdl3A;H5t<;rOpn4ffPC>;@5R6as9og(8zu9v-6HVnPhmeiH!Us8?ZHQ
z-(RN2lLCzTZ<8zNkxG^;y{PWg($+-^t9^V@2RgOi^Y2^Bv@5kMF!s%uNtd_l@BN8v
zJ@s#Ux4mBV$SqF~<EYD(UQFr<ztw!tyq(N$z{lPXQU#eabZiNSa#0iAayd*ie59`J
zOQwTJBFOwn-sA|sK!&;}9%16Zp?l?#z()qfz@h`Oy*3;d--5xB3Tm#QR<5rYglJ9C
z&Ao6xN7lTpc<}G>(i9j*l<;n+@nvb>wVT_p%$__aSxeLg3ic#Os|9tz*H*#gc_E*0
zc~m67?mTox^ZZ4u?F3KMW(h^U-tBR!tRn+w6A?3C#k%<(fH~N(qcHo1w$3R^*UUAB
zi8En|;KnFJ@7|#BqpDoHkjvq*o(;WKMP_pQo^lW!x^(`R+2;P6#FNgdtC25FqPW3W
z#R9aY8IVevv*fRE`bue8@N3O<1xHv>UB2RgXV<DCMKN@7en_>Uu6J@5nTFyrJiZFU
zBf=HK@3J@-q7@|gLeN$&arGk?BRFE=)u)kD#{mxtd`J5B$sd4m@*BFj_;D%)IrR(3
zL2Kle;VBbi_9W09vav%mpC)L7NV?;p$WJw0=6fCXMIY!6_<-~{ove}l{yy9_xm=~(
z>EgT=ztm{=)Rl=I#t<+9Kn<pMu_g`&QqUy|i9<1vswPE)g3QKI+3YmSlxoy@n|7ZQ
z?`Gh)K=}@=l1c4s+ho`<fx(SYz}m3ro?e5_os#8}hD0_}B9V~?#M=^2xuv9Ln+T&N
z6RB!IE*gn)aTx<dC^Y(v;y1@WqfU@2EezNx*%Z9EE@^^Cof7>l%T9{%w|5{75T-eh
z{c=!@a+0MTjP?^^X_^nx$%koh1z(VXsq)c^^)qngI0!|gKo2r8g(EM`kPL?7H|0%s
z4ErR&@!d)v&5a*7vbRQOqK|$P^@lTtg~1qBN={9W3*q%|rwY~qGA<?t`BqLJ=X@p-
z0@y}sNKPRHK4o<K0JWv1oGKyQw5q#-fBLjl0qd|#J7Yg8M@~B7lh|ar@SnqO@698E
z_Tmmz=4pDZz3ebK?5Ig1Aa6}numT|jnH<2XGwgtfyyO9RTHg7NiyLd3@HT?9zW9qs
z#)4#zlETHyEp2~%LP77SeFw!?As)8dYXsT-Uz~M+iTH|sxm~|BVAjm1jvjqm8+vWh
zAd-iQjLLGxoO$gp`#`CpF&!6&{Wesf?OuRqwW%9q+-6;i>NP&9)fe^Z+Hz^vNP)q<
zeFgbiZ54&a@i{J%zx(u=Mi8k;ITJVJU+|CfKXTQ9efO@YD>c~bDrDW;>A+QuK-q`)
zW6+(g{W!evjBB|Xq0-UTGVnYK<u#WA+9+Avyi;iB_iNqZbwkVguP=)eABrpsJ2OJ`
z1R@g^iL?&3@3OAP?B<2Az3!O@sCORgJqVG^W=VrJJ%L}t@5K9OCTMaV$%5dq@1K6f
zX1SlRmzk_8Oz_-3IQ{rDcie#=rw<<>fKFY3*Z?h)!(tY0f^M)o*(^kHA~}cBl4$)A
zJ3ankuC@CzV5Q-q;#=j|`hlu!(~hF8%F=`XTubxxbk3u6!dHF>{uMoAa-sg~VD(PT
zh2{u@bH6pV*~Rs`CLy33e%$79oeS!*KB}(ZICm~e=%i|9QIs;>Z&_8PyZf4OZEs%A
z+K}UcXYffu->=YM2XMQzOwC~4vzhg|aF4aU9DAcNS+B&DrcOc@U?yf*=V4?hl>h!6
zn7Tu*P@}~!C8r<tZz;!#W9w>d-Ij7uw!Ym`Vx=AQcbon8S+9arazRC0G8k72FbOg(
zT{mA-(kUC`9jmL_u-vdP9PFy-_QD=hJ+}|}c3XbHvsCB;`?dXA(P1bPpUlhA4PX_}
zL6Kbk(hFs;%PQ+G>t7V|yms~PT`wIgvloEhPQAyzaa)@=%+Bq<b26M69;D{mA+hj=
zDP%_U4bS9d+T^O84IbV%B^LN~S1I(Tr1q-(#nIp;$%v5MTb^4&!0s!P;J&>}8I7I$
zA4_K94T4ab!39Z!wkyMSj#Z_|SjyzoAW0o_N5+IeosjVFQfNIi`*`B~{jn-S3u>xn
z*iBwO`HbY*!s?eoR|O(S{6dFgeVFjKSzUj=tbDf2q;iOx7%}hASsSI9BGc)X+ThpM
z70KE*OPj4n2$BD6{e2->Uoekp$W2r8jc}@}wa4XX#woAm7?e2L&Y=7(1jodb%kAl_
zSCu5}6pQhRpH>w-vwV&5J8&v1-p$Rck6J%Uq+v+8r!<hRVwuj?VqO!_q}+AnsaF?f
zGi&%1uM1gz6ZO8UH;&mS9BjopMad4J*Y-#sxB^JjaA)OtjOOUF>D|3Uvxk6j$II<S
z!EYk-Bbl5-S4!Br@lm8_7Yp1xtXu;xRx_(Pnni5<wdS#u<_lw8b`zETob;gkQOc)H
zp>MwjOjqiC<L+0u=bZOw?9{63h2*l^?(^nR&ki)_&%C^W|2W15Ek&6swJEFb-fRS{
ze}JI>1$3M<Hq+WXvn6z>is{j}cVF?T0pC;E=c*W?U*yO-744U4&$~;vwaaTD^bk%`
z@a<;`euzG;A*&jdjIVzTgeFpkYrDy(`Bs?hS-;6?g079YxMu8R7YC&v)o{1Dnhev&
zsH#o-%!|A-c`bFyXo5}Wp1&15Qopl({e;B_xwXS>#v4kErje%-v$!+`i2yxJ)Aw)p
z9{u<auxhny0MN>r*jyT9ch9`Nc>(%is*Y&Yed280rsQGo>GqVu1{UK#fKP(K2~{=k
zO9wyA>0xuNOWo`pvqtM3>c7w&C4P|tM11(5;)K0cRafY<^Op~fKf7`<-75FDQt#i=
zPj9^D<W7%IIucltj_3)FZ<O5k2&zb6X6Bu<<7ib4TNWA5q8Y4|tE@*(vqE*L#KEyI
z9WZ~<EJ)04%Q*kO(|5Gha%>!3TwIP@Rz0|5P8efk3+O(1WTtxn7KYv4juX1HH98%A
zyJatgOOyL}-XvMyH&v5Z?HUzqW%`nQF*79e_gW_ZHnBIM(MR}s+{xBPGnJeclbc>h
z`19#rCEe=X$9LQL3GyaR-*(&YZa(7b5)|O26yi{Em!1!hovqYvI00<7^@6_p<-dPP
zDR8wq#?t)!EC+8Z?$Onw8fyH2c68{W8!ibW8cD}m#r_9Slavzd7Ed@QUi@?ax31u$
zrykbVI(hYTt?O_uEpi$q!6HxOS4~r>03~f2SjZLNeldFfddxjLd81=zAL}biV<>e!
zVyYRcw9g^&e|_y-jFJlM9q{It<Ac49m9#a8Hk|zkZ`Ksc5JR`=w@0cEFo1=(E+w4W
zr^Rwy(fbdOL_YRs_77fk`j@>~>=~HVlETDmm7@~U?t*9j`0wK|;x}*Stc^eQ;#^-L
z6pC&^s=}3Tz45#;D$ufSJy+u;Xs7q#trRv!^xVo&{g^%3K&%wL0s-%vQ*+npazI&x
z&ZPW)_+uD3Oo-)}=ibl6z!KlRDK*OkU>0r*CXizJrAVf~mr5^0<iYRS-S`H7D)#=L
z+YQs&v|N!~3Sf9Pqn&}1v!D=Z0r|G4-sWhdtXr5UkeG!Bny%dRP};?Jv;Uu7r`*tr
zLN|+_!AIs+WLC-{i;88NRp!<X2N{$d3cpZbjN+pt#Kzd!zlD(qPiy-&<R+$?v+v%m
zn;RRSY1S``cGi-A=4CzKwr*wCS`=y4c${|m53ub0C;Sk|myZ@h|3u=1C3UPaG?W*i
zz49WPcRNJJ>_IvDNvHuPf~)BP!aX-)>bY(T(SwDaa-hY?h(uswSqii6aJT?3Rj*?w
zef-&|QJXN;Iv*2;)RDnRY}?9K=-f*xkM{Rn3q;;t;uUKvz-ma@Z`_+ufTl2yZSyoL
z630d^kyar#PUI9-YSK<QN>kOgk59;%(j0r#sZxo?*-`+Y&54I)3fsE=`K<>7anw66
zr2U+`0uODxe=+jbpycEt5XY$_PjfU{1UXRa@#K$yM!|U_6S*wQLzn;X&901dYYk)j
zL9q6Q7jMC0AJ#U$PJ^=3ny8>~!tZ|x$MyjoQ<3wYBAr)2hrJ#DUiHVo!&z-W4vs+2
z<I%C;=x8NTpFeX5uN55)+gu$EmBGL<b<pyE0@1BC=OrvB#cn+u>IF)B7z$1#B2^Vn
zxS`a}69xnr4>t(sN}QA8P11+|C+vay5+RmnCw$d}wF9{U4qP%w?X9LEXwp1$&{^nG
z18*ySH+@xp`tQDq=vHaW<6$5Jg<etoia;P8!|3w0J-e!+{~J?c#c_+ewziAN0bcC@
zM(xGIaABJ68+3($)br;TU;Y>`jDI_NY~Kpd36@9?-)$AZs-Nr-)%)Zu%GTz^ewm=<
zB8T}J;}H~|!LIa?A5N7`Y)$rMcln>^;#juMOq6{-%sjzbAl@iM<c@u+%M@9}2P!n*
z?#ygy#C5$00+@V+W!@<|aGkO#(%#wh{UN-zC%J9*iEb(T9Qdx2ovWM0W!Ngy>Gtk<
zDWrPa9YXQoHl9QPFZ7r++vXw-{K-R`iBV3@cRD$U?9(#3B*`oVT#{sd$wwfOQ|Z@@
zZsai5A$dGgWKw(9Ii8LZm<t^Bs!3S&Ro6jzbod~v40?_{uxWbPofI`$g*5mw#9&ZC
z^jr;%16l@z@N@qLmiboR0y0dtdUzyCPLLI1upD-knK#~<bF?Cp(DhYqD&}M~4$YAB
z+*{?~DcAonzsFbbza|VdwL7=&IJ*dF6)}mU*88qaVo&&jANaA&!*VE<1eS`0Y4(K#
zR&op0+L@&5UMBoOLD#EHwbsbRbj&-W*r2|`A5~yX)>Ivn9k`ze17w>60P;SHH^b;o
zX}_CxbHCGunMlF&1B7NaJGz<I8|cu;allM!G8n1ePr&?c;JA*=4K9sQL7;KOpi}H7
z6pk0p6gLy@HkI(ngcK?){_GTfxX-Fx@6CSJYs$eVMcNQ_%JF2#wfUI`5VDlX^sn$w
zzrLo%wKpUb_ThX_%p9Ru?1YlsOTz3`!J*b)l)i)uq(QQ^qb7@Qr#`-}0JZUJOa1wK
zYsS;mG_9t;)BQ@&cYY#$*n8>yQz!_2C7+$`HIH9=J2O6aFi>4XwjdMbN&$AbNcAQA
zjz+D<=BI(+ExVitgXla`I0S(O0}u#V7#?i<O6r&3X?)Qrf01YwvyB5|4|~uIBe;dm
z6xrZNYpeJ1N)I9S0b-m>OYp#(3qyAp5_LXMzq$d}+_)_F-SQ0Cenee_b8R=Ul5|?k
z6iM;LoI#|Jb@tM7fDn5<GzU6qdxD};L0tBx4KM{lPK1P9vEyU6Q-|D7eHQiu8t$Tp
zGmqvYUpvFlv@At>p5vlDl^|*?4^U|c@6Ar#<RB8hlxu0nHFN6hk=-a4lJiYN1r|4P
z?P3_3mSgOPgif_V-fAcgS^DQ$tPShS>nQ~$;vBd%_%ccuAu_cpkSH191Gth+gp)8#
zgfQ8sGgFIz^~G5WNRWCko`O-TniAgVpDA)99;j=N-Y<p?7w+1L_)NEJz_0L4z3NVR
z+U;-gBOaf?+u<?pKFc@DWjj#`Jbp{|##iFD3YDIc!m;ddaqmK#=UsF;O?ZRK*zn!|
zct^^R*u3G;5)Vy*ne=2cl0w|g`9m@DD4El;V$B?T9x_SS<FH+h0BVDCD`(&Ip9(hz
z8z9(V;y1hQd2;pbD|+R`zq?G6_np6&n@<@htV~%*Jo%9#Z3pzg1>n40)h`0%q0WSz
zNM>}|{TsFH(#=HOzH+h4`N)zL&Ba#+Hveov<uroZqqZr-sPWGA>u2D_L0D&EnGt!E
zks5d;ClHr$q;Wk`Z<#PPEJi>$73z|xvYmvN`d~tmGnQn7(F7v|Lj?|Bf#0A<0L)*P
z6q@XOzTyvfb>Q_`2T`>IzqnyBroNblR~sjwna<8Gi-p)_*et3JL6_{jpMMGJk?~1I
zlsxh%op}nO8UwHNNQ*XH(<KPCmBTWw-z@J(=fV8v0^a_5cv!`~-6WL~T6ewp!Id7_
ztWtA-hc<_NuK%?RLS}YSIWO1mQ4;SpOlsDb#7VqSLpqJ);E2yLFyM&B7PQz)H2{|Z
zq*}v`MFg^L>%@ezr2Yf!zcjPP@2vX7B?iwRQ+uK%qk)%vV|*d{NVLV-?W<{_J395|
zThhP2fB8(~xQ>?8(#iFK1*2#t@Fp)qg0(m-jrJHVJJvH4DZgu$-p~?;U{>orphK#H
zZj|E}znLoC@;IM5M5ovM;u6I0(FSu-HZLa#$xJbcZZ6vVQGT9U{hb1wqY51Q=JrEk
zu1V}TBV`u)&E(*Dr!jl$^WU`$x=}3o?Aot}NDy|B%t!Zv5a|j63$1=GC(|Z|WU5B~
z(Vb&*HN&b{AQ+%ZrL`NMXAP!w#9gSVp%4{H?&@v+kk~H{5YCtKF|Ghst5_{`MrJ(x
z5PIm^_Zsb|pOrf4mGE0Q|20>J1_2KSD9^@W%aLTX2QRrT^{xaIS41a<ZsW27SBf_7
zZJ+-Y;P0?*BZf~6CSVSGgZ70yeCMK@ePjFI!ILvjm1NHuBx%L~(&MP!-;Y@|E-dmq
zxkG}Bs}fe-5mv%~V3|j2%cA3p+SPSB(**$+LrBlVJze${=xYwLNDx9Xfnu?>$DdM&
zYA+)Y0cDVvH8@U{b|=;U+6J+YEBX)@4#Q(HU>_UOLaKsPH?4E~*pc^RR*ys<nia-e
zt6NL&^7pkBJ540Y0tN(afc)@?rZ7y@gg;CY%0V#H&ZCI4;daLZ^c)FT1+XBoGc!Jk
z2Qa-{D~+xS6Ax&w&wdq7I9--)SDixT06Bv`I6j_=kJ%Ai&XA?1%0iit*GX6s|8kry
zhuCOp;_u;1K&)Wegcy3w6)AUPPzJ)5Lk@(=3aIw%yGu0|f%C^(Fe+RYYV`U0_YV&d
z5VU!i*W>yA)R!-HkXqG6t;K}SEW)V_MDqW-IM8(p9)L6eNr_yI6*pb)^eaBQyft7*
z9szq0IQW8s1q~F;JVxbC_DEyLTB~i}Gu(-T996@bN;P^h?$nN2dOrKnaKVu|2X*VR
z98|BaFWy{M*gv10qk{slQBYpd-o;U`Kf2w95=nO}9a?p-2jQ6dAg{p)N*&OQKvw08
z=*uIS%}({faO6uID@XU%89xEU)R9N7`rQi0)7&N2Kp2u&st)?73!<8-!IY_CU|p=R
zofe(y?(m_SN;)xD^QJ2~n4=hAs8D$iIiXX5H?+*%--om9RUEL<6xyZw-W;NsJD1I8
zgO4V+o&-ueblPiej+=PB5eH|u*vdr@TM~z0GJn}s_q_AT1%WoI$SHcL?Azyue@c3n
zKML9YIr}(a@8oc=o`n6@B0l}dWX#?g&~r)2;O!LnNpvQ|yJP~H)uj3dtl|L4zi|D;
z+s&<Ar4#X<jd=}c!%l{r{|^u`_CG?yKaqy=`2&A$H$TY=J3bzuBmaQJo_@)50S?`(
zW>g%P@^d8N&EkuW5$rsM?8C&86ET+UA9kdhecd0dOuv(TDckyzvDT*r&CyegaLzgA
zBOn72hX@J#@zK(>L4D$N+o=@3%lXx{em|9>H{7W;Qa-A(>8!KYg8^-!Tk&q*eKWOA
zq4%6~mGVmOe9~R;sk(o^>%h<2xk8(ph54bnE$HH4dDxJ%wFinU4?rQ$`d{mgQoYsJ
z4awEP8#>GKEyw8L4N*5lilUGDwIQsoL8?I^>NuztBSxo15i$@CoC4hlwpS4s=>za$
zUFuI*FNCtWNQM|j+eYHt<;(3W`&rXP24r*ENF(5YXL!itd4bM!B!Ma`n_6>WS5{3x
zTXbK6h=*pFIHXnI*M^c&esF8!HCy^<wZ5WjywrOqM?O;GvqGE!hYU*;?jHmczoOb4
z_U^QUQPnH``h<~M1VZBw7$Gd_VQrY+A=15I=k+@|)|Ri_{JwGN5Zg=?SS-36@@`8q
z6|g?7{Ozv~?JYGz(tYRGK^uOqVjY9hT{K-?`Z05vw;!uRIpFaqXrEelOP3(&uehnz
z!KFR;jlAg(7pf-SiJGkOUQ1s;7*^u#bK#z6k@RsrCBSPFi$}NaL?xlCtrFu+KmYSS
zFNmc`?KUFscL|;!%r!noB~9Cz+2RUbpO!FEALx-0*SlnTspOHlwGfNeuRVcrMmLK~
zn*?{_MEUc3&N=Zy@uzSCK3N~E+RHB`xDVlyV%Bx;?T6D6l@{8wcOzEX&7AYP=I=fk
zTK?U)W^ZOQVn7M2kn&K)@(#Ym<>$673dKyw$)E@TB6r<2&$%Q8Nz)$q{qQNP{WEu4
zgy1D@jcLL}Q*`bIR8M__t*w4@x&s269C}(Nn;z8R4By(fwUV;(`yms89d<jav9Lab
zi+Pkr{nIzaMG<U~fD@HOj)q6qJp*3uJ6WmaeE4Pe{AXkfFDQ=vZwt>ahSLP<DukNC
zchf5}h6Swaz%OxkQh`X=0<%ox{!X@JOorf8jB}$>&V9ns^q8mP2UZZBheJPyh~Io(
zwhF2j6Jw&h^T@{3CyS1@131N*+2lELP%?ej=SOOR6EdCn6U`TS7R;s=@yAspFMp2{
zzxJ28#Yl;JWvN_Msaw0__mU{CSkOJ@h@&KN(*2pzm3;>r?X@Ov)KjY0TUT&Gk{+?F
z{!Vt&$I%+^V|-e9zG4eF*S2T;MYz{}h4I04Ul{}3;0x`_#Yr7B5}8G33c5w>6dWyX
zklOUC{kMKa%GSCl7llJ6Nr|nny&mKlt0o~^fdr-O!U_krZ0;X1_wj;CxvG2Fj^8Jg
z0xOx(w~!h|Jp>nBPi3xS7lN%eC@;`LaW!|*CepaWwW$H8qVOzNV?eP0Ni4VJ)@N;F
z7#gS{Vgg*6IcRy?7F1c_Y7ySzP+$<41>g)5vVv8dJgZzK1^WAko*0<>gOndONGhI-
zGm{Ssi5ERr|LI$r(B${8RG5f_st*;E!Ka)3|4-Fg-KOQIbzg8o$sQb|)AffRxrxow
zLui-tt8}t9Jj|3(dC1R8Ac8d(VNhHTZr4-3bqhx0V}Q~+ME;bnemK>zp*fZU0rv6T
z3U1n{<SY)00WB~8ry!5;D&LH=#gJCg7jPbuL5yL5U?|8nUEUPvB3&51|4aM$?x!ox
ztTBJ%#YeHWG#c(d0DutM6G+I1c<{oZC-pB*si+PV5oDpzAz^i+R-K}AC=%AT&>oqg
z08|0pnMT$<dVEObU1a<!4!8`S;Ak_z+~E`rPO+*@(qV!?i|8C&{QngW3v7Ad+@{VS
z)GjE5|9tR=HFJ%fxWe75DT(2gfr#NqZjqx#z<uo#WV0Z%nDCkO+A@diI`1G(5&wFR
z3;i(J@Gv`C6>&4>M#S0fb7vFUQl~-nl_w4v_!_))a%d)ssq;27t%bBkSek<Q9qKI#
z*zLqJ+XhK4ZdECgSIZC*o^*70m)-C*9Fdyp{;ItAH(Nhb@8*Daukp=RUEKp!4Czz<
z0nDom{f4WEO?sj-+zEL>JT=wPCO>Q4nLyO`M)U$_`A|hZ-<?nTs({>WLXG9f4E1S|
zp~C11>H+vbu|`$iMSU&Iq>s4A&)I)DxrQzFCk|otHJscOtvE(6J2i*faHnm({sXM*
z^(0=TYM)mhI{hc{myM#_4Wz#{D=1(Ug6=hJu4e4|(o=Z(&|%9SKf~Qt30c)}rhyw7
z{)Gk2(;F=L9izq(KyPJdFN-SxGH<9xyzTl|e8_u8f%5kIM3=+27AhH7kOk6Y@t+nq
zA!cpqCDV3SnJ0yp+y)#Oa=H`x*FpNY-SDLl>_?H2>xV#r)?<aaVZE26+dKbh5ToQj
zTJ5$UdweFXQ*G|s%v<0oO^Vt|e$r6EcE_jGnDA3k-!6%4Y%uIUr3(sYG|iNriaD|$
zo&yuOl(2j}G1VtJ`or7LE!W@%6@2mWVx-9-ji_y9%H?-G8Lup_enh|h^Ux$U399bI
zM;Sy=?rAZGSe%*}H@Zq<SCh}Gwixc_=_Cz3Ro7{nVhcp%>`TnB(2c%hE>U_9rO!~+
zH=UJrD{YAf9!Lz{>HHI(qc8H54?>dc_G&GcQg<S}g5;>eJ&sgHm}w*H_fdY6A@-i0
z`ldm*Z+?d~nR#2d251o$yd$u7g4k^&$Zhk5;R68$gly?mjpJQRRdo$OH1^IZgShj0
zLfq{}{#8gm?shB+z9~Ey6M9ZaMw1n*i`16r(In8F8BD{AgaVXsPZR{8i$|9x)W|!`
z(x3kzYc-!dyugAKevE4$>-XiT*o0Sg9oVU!!7t2#I8Y&pNhDr$FOxbjzG%Q#k67mB
z`HqI{g9c1g$PrHq2G_*m-F1IhwfmG^gI?Es_O>qHb77}lr}Vw=*qc`hbFVS*0ooTN
zyDWYs00EVl4bN^g(qa@CiZP6^hT_QXi)wOF9|_b{6(yV<0MaN9;5p--;%dPyGSv#w
zH&O*hW3-L`H0&JWvukVmxgN><_2fnh+(UI?j^sj_{UNZagkC8ko^faRfx%mSUpNw#
zy)EcvHiB<n!r{$)y4$o<o=idhecqYzkM)sjH<&NgO8V2gZf~(%heAK)20FaxrC+0E
z@}Y@isWra)^jg`ED-K@>vjIlVm!`WX7VihdG=4EXm~a`c=E!35IW8`GF;uL;X>D1N
zh5_o4cQ9Ii`(B^ghX>;EvEQz1wCD!9GU^Fx2+Q)=#M5P~22-i8vz-r^+*r{p_Q=R4
zSC@Qb8rzaA>->ftUKT#My%UNT0oce2*p%kc{#^~)Nw*^~YJ7zK8DLo5`9Mr(Cy3Q1
zuJ4R-=@b~E6k$%=qcmCUGRBi29Zk1QSDirggw*S<=qY{%x*=c1k+#yPVza99r@Xh<
z=E5brx)dt{1%KG6t!&*8#_4&yHkRgVGPd;D`}dr`^3APAslSmc1GFUtb;oC{$xFje
zTkPcB4TC;W=A<=W#rhx37dgmh1{bZoN{cs*z8>RQTo;pUJOE3R`Y<#7>A=U?Qi?ir
z^H;)ISgtXaFp*lP@vt9AXP5&hFaxhHsI_Gj+_0*&`=9d|E-i8CMcYH&W2Rqemi#K6
z3;!-d>I<>#IUx}@!CGJo{<w0Pl>)IO)^)3fXWxS=b1KzbF30$s=<bm@5|lIk;Nbb^
zrO9XICB8f*ek>^N79SQAwCT{`Vb%Y=`qZ{KM}-nnU~Ch=RE_F39+j7L3@pUQDjjrg
zWK^?L?tQ9G6Ae=Nws){Gx<!QIqWDS!(Fpq{_~!Tn#g8_!f9cK-?-l4+jbX*MWWqoI
z-j?OUvl%gpUKtjoZqSmvsAvNW*rSPk_;c)P{}os!f$PJ;+8`IPB%0Wx&1|~B1TXBz
zkuo&~-_`>byNJPP&t-Ec&Jpom5gBDvR9Ea>EeCg=_hEfiwHbWLTG$VTE7{XTZKId8
zhTuu$5UG2d-iD~tHUi8C^}Cy2-Tk`PBR9H)qiJy%Jge=&2y(R-luaRw@pFr1oFjYD
zQpd;F5x^;)ysv_8*;<&BhrogvOkCdAuAg5v;cI(BSXUvYTj*|^khp61(E6jQ32VkU
z-i=&YuOwZ+HaS4iC}VXv<oZ)^qZHoW-}&9!*Jloy!Ar<UhwQI@PRwv6zqX2ZeKCn$
zUAIz#<OV|Qq=)raz8~Mul=(39A0WoU*ECWGtKLTif2ECkTcLRMJbz!&5IFiJAXX=Q
zs&SrQ5_~94pd6_>R`((<GKs(KIJti8vPBi1G-v?L_9_|XsxEBf5+kZH0#87K;|5Re
zveq%R^s@SOG4>RUeg7V~ih$7#PBm-EfU~hmqF)7-6oS4@-urj9HLJ1&_mbu9RhVd9
zs2eWMGMD?^RtCY#6jg;)KD4dTr1F6@r(pjSWsoChD}F*M>b5;cLFHni&r~G5XcI#Y
zOcPQXmw%UYAs)0+S+eIN=JH1q;nB?f(PH@M4<D7W;UeGG^ZE1lp|fskCGVaa$?yI8
zawEHU!_$CUIfMZ)N3r}Cgg|V8O`M_Sx(-D57RkxuCGks7C-{X?qEvFT?F8P6rlb$c
zhkq@-zbVgZPtBuoH5@52$BM&GGpfv)F2+V*IjCTwbDJZ2_&&MZ5_xwZTz!;Ns#aOz
zyZoZ6Q1=?GdCJv*xP}+c(-)H<wCbp0VI45(gDXD<G{|A{#|q*f4t|wO2M3WLv;f=7
z76vU06fVl&XsX2asBT&R+;hzM4B#OZA>We^n}gl*ovZT}jENY0W_IJT*2nb5*Oywa
z**W5SAG*5X?QTtS4A`Tk#<Ej;PcxsAHE~nu&Zra(HL?zM%5d@qhp_w`o+Mc5e8(kQ
z;W%wbRC}QZct9TZME_F_AyZbCDO(L85HQZpy0V}SSQf<VV4cd7l!UR8DYIh^H6(`+
zGp0n!3KM?=`};MesQ+{gZh5*IIe?=O>%cfhcH(}iimfAeC$s8YWtsw=dmr3wUq7#v
z*IZPXYkOB{*CuA?;NmoG@e05wA|!W?^7fU+mI$$WI#H37FBOS7bl<p729OZpz}NVw
zZEX1U`C)O;%6;vYKLwwky;kug-cJ?f;i+dU;`>I*X>Q$pPhkH($^zE%cE_Q#jzXiv
zho0iO7PSMmRGAE(R!+u%tr`k%>o?6SMVc?#L;L!;{`t&%)#EM&AQVq{;em~ZMW@RX
zz4@f_Tg-+HJ-3bX8?9n{S6^zpq<o(z<c?U}ynNWCLmC1~($D`;E79OoObWddh2obx
z(U<h!m^Z3B2UCtg-$a7h+0e$XYFbD8jd`^I(Xz(%tx?kl$Z|l0WarF>?PH$L+H}<V
z0;lC0XL|l#AqVg#gqGf)l=u}8-F`NtHH7K4&hC5$HvDvJGw})N%%TJU;3H}MbvRjl
z`2jjJ<%WfKHxl{1<@NGnOly#_hnhAWyEC`!KF?RH9a+NprSOC1?M*>RGuB5gD)7c{
z6cVVFVV7R~{CTO$Y{I$HuIOW@`VsM<!%sB8E)xLtl-y@?o=1xBT4v;Fi?}Sl%DW_g
z_{BR3cR^1*WNLEwZoubheN?rb0`jZ*%)Ny}lCf(8zrWbuAAV6++WYP3U1xWPe=+*<
zU)rxe11U=;@;>NLELY+39@hTvPr!FAzwPx~&<9oG?mqkXpr1U0DDOE`dhe<~$D$Uc
zI-t-L7k})K3GIS1X!W9Y#%-C+V&jw2z{^is&+YKWs;Wg>FjAZ&9esr|cU8opI*oJV
zD@TI<kE(Z%XZnr*|7V8HDdtRS*s$e%Dx@}t+KHG$j)iQ_hvrnN%%Y4AGjo_TZJ6Xt
zN#&5rF>(q~6iSh#l2q^SKA+p~d;8vgf4u(OU%Otf>$;wg$K(DmcMUr`8zyI?>5h<b
zW|hS<TIDJk8REimSXNOT0MamJWA4hpp>xH35ohemrGfdrg|CNNub+FL`5E!<u*(e(
z!Tzt{-ENY*a0SHy^Kkf-Gx~wY;w%OdUE=SwU6Nb-@alE^W^|}zcR<O{{Qd6_w6~x|
z!4Zv<j%Blk5AP>OoCW5NRG|+kovfY8(jKZ5u}%I9n^p<WPrF;`gobDo>XPAwRL4HC
zJ9a~SK185sr}@FTw7X{T(=Lk}S5Zq}1TORC4*=5D)T=KUEf)@f0r9WiJ?IC?2C72$
z&(<IEvYaqG0P)<C5EPO{F&8ai)pc&IIZ?I!fGs?k50UE6IIc}$yA2jH&--4cL-n)u
zuFM}4$^Q@VAHeB|O&~(s2f+}Bzt*R1QaAd<UbYJmZVsg#`t}feBI+el0(9i28~fJ5
z&$pQstnfyN=pucz0=xobw51wbG_N^$fZO1MPBE=3u#nWkUkZTXL`$sV6sX2Fjwz45
z7uE`uDr%B!T*5>`thyDPAq|^vqauGWvb00V0%vZFJQj~r(lX&7?(G>YGce6fYIkOe
z&}EowPn?ThtvKG54Nj2aul)W@p(DrGO2g)`Or!YfA0k>h{~p3@@^uWzHyA<ZnWjla
z_L#cYo;M%gTOCsekyJ`&@N)hVVlV4HQ6b^YQW2wLt<?ax3aGMJ!`^EeQvdJ9O2dw3
zErxIu%%SvbgScK^KrXWtRDEiI&~(jKbwz^?zN^_3S7vM9q>%S_iDT+>AcZ}YTaiTt
z;{YG4049~S?WXYYAss56rZ+`orQQ&V$%Fend35s6!>cz2KSMw#9UP!6Yj2gEy1!}u
zc<Jl5+OET-#71vg3`o}ufjaqT5p^a<y{Hwwe^H!Mj3_SlD|Ie3zAerYdR)@_0d(@;
zs)pavE9^iNaCxFUk_zl%auN1`MG0>qS4b+5H0eA9A+g%U&-fQ)#Or<wLXaKS1<tJ3
z4$3EW(89A%UX{Tz-ZjjAFB@`K$2$WMVOeH6NNI)qssl1hN*#(BmEL1}xhWH}gZX=Z
zGMKHIbZ*vd=$_Ny!i^l9r1lU=NILC+l>`9b)|!UE(3Hd+3&7R3%ZDGm+HvU5!58MW
z<T+J3f2p(=<Q$1(vijt05Yy@2L$7S7nlzzph19inf*bQcz@`CJ8*xR>zl2woDUVUT
z5`x})@5A?V!$fWc=I;;h&}X((&EU5l6>9hE`oVam1Zri>X|()mSP#M!5$m4S>{b(o
z$WbCE#Py->A&BjX0g&;9OFQs*jR2~WFzLMI@54UF_ItGCK)hrCDBooQD}~dy;p8n!
z`*><<@5WGFb)G){HpdR-jLp6LSsz(cI{>*Cb?Z?r{qeUH4>Tk$HCtZ5{z^*=Dzvee
z;Hq$0Mcps~|44m+fP^#A2CxiQ2S?pn$9fiz3*(tpa}FW#SeFywInWeBQy+=rpHi@L
zAP1jYKR@91?C8xvModB<6e>J7oz-q_Or;P`xfAl!B#<Z!{%QdaC%QZP#!(0s=JRaS
zA>!49JgBVFHp&|>t2_U6B9#{wgWW)SgikvlkObGeFRDyBo*wsMt!zBreVnoH-{JoN
z=(ozAniQYU{&53hy?}S}Tp2)fXz-68^NS;^x9&bVlq#}wOXiZYCP1im|J2t849F3A
z`IPm&%IKp&5N){iPeSKob&#w~4^IjWJAJm(PolN_>#c-Q0a4@4by<V+8F-Rg1#Jmd
zy$ot*noQ@;PNl7TI3w8QEF4HfBN0&?VA<E<JD(D@&H`(?>uUglu*gKu5ss6?je+B^
zep%HV-7-Mh&zrG^Eh0METFv5$jUqu&fCO;k=uT+e&rZ&i79GhVgDgo~{{ezDEaU%8
z1zY?Fxb{Id?AVv3EdNp^z}qsdLcw751a!jr<otlje293vW<P4klY1Y)T<j8;e#D+D
zuA)4oFQ0dEUcSQ5w`_gUHl-|K(`h`g>-*;+_^A^Bp6726-52^bL^A*dGSW*7*4*9}
zomKz*>an(f3on`Jl5^l;{hRt`sd<$1u^RQ!q;%2?!P}9Fl{#GJT))#bJs27=pZ=o#
zSO7pm)Ukh@ib_>Gcy!=N{oVCIKfRsn)SsbN24PvKQ=PB#Nz#icRFM?Dt&F**q4v1%
z-{#7Grl3qyFmU-HZ#Idr-9*bi!&a_qub_~La!N+bLDT(DyKy?tjiv?Y1TqPC^kGR&
zHr3TBXOIwbH0g-98`$b*FE5Ra104(2Kmy&k8eWVSWfbCIlT&bRS8H#>?cuvJ^dfF)
z@2TNY<4dAny60O#O*}zr?Rqcw1~fM30EU9WhG*w<jSeQ@G#!QujUGPb2Rm&dSY|?N
zJws+{A)4BOI2~qq^Y^HP@0w`3Yw;7{D~<WmumALCW*B;343_!}jZxkLr;zI}b}ApE
zpTq=9D(5wahiImYzWlT3A0FNRH(IcYF#qq_KZxDCWrP8dwBsg3KtylbLL>YHv-0J)
zEOE{_u$iS;8C<{~4p=nOJL)kuYwwIvNOR+d*;W#m4^!x_2q-D)L{bBkVGy54k?sPh
zRFhclNF*Q+%5Dr4Zp`PGC1swP1=mZ(6&`s%eCta10QfGY(h_YyA*RCSGYWi2{m^AG
zNl&>Xv8lZ+V?w*_&Fs6XLG1D)2An%K*n75^kUP?lIM#2))q5ZQlx18VmIN0XI-1lQ
z2ahfd?Ej|;5nV77#aN*{N3Rv?8y2GXUZYq{T8Me1WgT}Vm1UeK6x^ngRA4^txmcw@
zoa!^eZ;OH)q=$xQYT=y*o^IhG875V?9WNiDj;1HV6g34spcVe-sg$9;FZJ=NZG6zV
zZ?CX@u8Rt-ka!KVF_z~r-zAsnnM*<GczkJ|nN#MRYsom9EqU9XX}Fz1=S?Wcr?Qln
zF^!|uAze}-^)j^uI6wQXc3>bKcQ&G8Xyr+W=7V-+NAdicD4jz(S=m_aBV{t$dWaU}
zK$-g;VVR*`l*b8*D=`g`fh-|`DfbD`g{;`5;&=IcZ+!YdMdi_lxs1HzUt@QC?~i`O
z002vFT!oq-hMZgFAKRdo$}g+-X?W~XuPJmW3i9gIX?V}6rJd4|bAb~o?TsHte%r75
zR#cqSW7B5H)q|F8)Rv()OQvh8qnW!+*Bj)lyaqr|6)F?Rmhl=Y@MW<eWZ1y|hY`K*
z`-Yb9soAjzS1*+&dHu|EFze-k3tCu&nz-6(JmwO)hML*dr#G8@&Y>R*23Kbr@mZuS
za}fjV1}cJ&1GEL&vYAqSWMg@hqDaeVn8C3jspo_^qZFd&=i93bDycXVe2QWA1F=Pp
z{)zlt0MGt_-7lO*w+36?o#0mTZOIWUY+B<zW|G;lOrf;5F&&gapGN|k)r?OFf?I{@
z07YTPYacHkldPHg?bDHHqq5`kc1rX1@ZTu44?C7nwSD%~?>2EQI`wffRoyrLJ-X=6
zfZbm?B6txnbTBL(UdXz*vGrq2o#RENcpSf2M}4%BGxH_tbxF)LEW>_C7taDZ1yi{i
z4*8i1aQ3I4T5p7aiZX7*7GfOJl%nDm=S@Y5nZyHFtYj!wU$z@`0+%-nY~f=se{*g~
zlYQwR0oaHuaVDB<$>|@!@9PeelNWPGK)a7X2;XG-+D~APR0vwsDt%KgBe$@&LW)5h
z$S`WRNl#9qzaWw(?+k{Zv~=No4ZS<}C3)Uc2u4SWiluT)vF-^!V#awGjW;ZZyKiBe
zWKmGJ`i1AT-4vzVI_7Frg{dxLmGQT_pp5&X?v?~2$x~suU!>jg`BoQKw-hWQdRnVl
zIDcW57ZMA>+cn_PSVaH;BpYPAgw4$vgC(S&zEDA3t_x&;M4Ip?ikf=x?r$^$cb`8l
zx~rfX_d`GU@bV#2ZiPpc;V;Ix)5p~)7dO3I-aC1J9@sMs)ayIP2Y=9Yj9=Cd$kMcj
zoEj1`b8VS!Ij0{=C{kei582<fUvaI@ITHBn_uH+{ASe2ML5n!X8LcOF7MyD-{Rx`&
zXwdIVfP9%P8jHgQ+C6yan>E!H4suNI7k8FiP|NCku+lZNQT9RL#Dv=E*1X>|+9qGV
zuz#$Yg!te#^b=MFx2|T5ypcQz7cQ3q`5lFDy&Gzcy>2D#sW^z!{yuhNFwZ8DuJ7OZ
z<A~gUfPz`+(|_(9*tOX9$tk-z`eZV>y8P_En!JtZo$D)>t4|7kA8m~JE~x3#iF-@&
zmnynEcswt;Ic?{e(SG^f=l{MRNZwkB2>jNllr(?!#wEi$%0q$u7f(V3jJxNb_gDQ{
ziF#0&ryB9{)>^LTvi6i-+-6i~_H!=*14ZrR-`fIQ(18zaZ~p@rtk=Jfy#3dtDS|)F
zB}!CrOz>Cs_K}#F$BV7Y<&>B2jSkT(sB(rf*;;Z=7=2U;lkrgqP3JUqxj4fcJ$+VO
z3@K#=s!yw|Lc_$>EG|Ezcua1QDgK0yJ^PGy80dU=4UOU(_9>>vA2yq|#Jm!LJ!<to
zdza^{+a1RIR_V6*Lo#KCh%I&ELD@ywc1UEzK>V^IWa6Qm5vq&zz#UhQ9{R+~SG>)%
z)b<ka&{b%F+{s$ay!jyZ2Xm?rK!%=ibNu+gp80QwENp&?esNeN*ZG-r;LH_t^Gkd9
zp-}cuI7Ln#eddl5WdLOU$!gQVJBY*jAJc*?#T$?Nrm@lY1dtSWZsg8h+Z4I#e>=QS
zA1cXL-y;sUiX`{qCRlqPS`pVo%f*MaDf>w~OrAE`@sI}Qih@bWa-P0!@ZR#pC#7#!
zfbreoI}&Z&kD^s~sMoZKlhp|56i*$>&XKF52@hDP+>e5_FebuzwYh1~oW*zc?X=XD
z4MLv29I&Y~PC>TJ;ALv5MZ?}4@oEsXHhULsn?Aww-`i`9D4O|B*S*f*pQdo-^-L=R
zpnZuEGXu7E+-ojMVp$AXJtf<f!5jhSpozy-yu8Zd)JZfr$E+;*iZA1jra#Wx{w+97
zI9O#N58xebDVk4R5t^X`kPQH*pXJ7-EqEbbAF2INg(GmXodIx@pxQ0Kza7mld#^NV
z9>9P+I`DD)W4<g>FX%-+Z@oR21H0#TORD_xPf}H$W{D>Zc(dQsHJEy2^EDE2BEfkt
zErW@XU#UFn;_PAT*IS0rUZD5qLbJ}40b*5qQ6#pXeRk4D(w~h>ivo+t|JX#pQjhn`
ze8tFuqy*WNO**(p-l1*hq9k%7B<|&OQvNwRu$J@j>-({qu(Wo6v1_Kkt$*2#<*IP{
z^j-u1iN5#2$SHrD=VX5TDmEcyb(qMP13jL><|FtHniK~J*_$bE2NmfP>6(aj)g1(r
z*f)P!QUzBt<;Ed)4pQ`|1R$$S%T~K0kjdq%WE<-kkpvfar6F*jgdhwCzAtN4v!a_~
z4*k%PlTa;!*CFv4;Gzm}41P{5lF*DIm6@i&jZj#tsBR31X#oQ|+&vf6Lu<p3SYS(b
zQB^Pqey7mO=USsCm@C0^!MU}wAVY5a;8uc+Nh;new@hS?GZ=Gh;mJ!P=i0XEQf*sc
znl4V`;G}C4Og0!#(Y0<2?*)^91J_%K1S5P08j6#|*fLLhAf6j@Q51Ou28ojsMvmsF
z`;rgf+1YoH2%W4wAd-RG1c*<XV%O@HlXWzkauEjta{v)oxV@Jmf{~`9;o{`4=LSGn
z0Ty%>#FDO*U(>9t@Rn?k)voX^;)HsqHW4g!B_RzUrtkL_&)u;pKrzbx8T{5f<Jh)q
z&52+R9?s&WWkql$F!Cr2_W!1WQ~m?U;1D|b0&gyg#pY|Z;Kyv;+-Q%#_(KFPU+FkY
zJZC(AZw<-IVac_2n>b@Iq>vkiX?`#!Q&x-%4R;;|I$m*dFKjN<4sr4+CyRKcG`U!s
z2!fFd%MO`RU^t`nfyDkBA#>i|Eg#;h{+<QtLrAxRI1B?IMPWPoPC2O`Cb}oQL)l@_
zw`p94yAKbt$HQgpm<ih!Zx7OurfLmBBQR_vKyShPLC?=jp=L#^8@JN0+5&%LpzYt5
z?>+e6<*32?d2|nKXg~jz(+QBH?(*Q&t6%6m(ADvi7ORba0|cM{`YTcIpX7}J)P~wO
z=^AexGu1Eei)k1GP-k~OFU22m7L(K;`jPlib@u|?>3_C+Iyk{y(Vs8}fFz5Gf(yYt
zf6x28Gn7-2qs8O%vxafVefG3HS=Y23I<~k3sxm*!=St@nSBsvJ;7&V`Ge+)3j)9ku
zT-K2fCfrIYnFa=K@dmx%R-FI<IVlHJZN|W==h)`HIvpioN9Ooyeffk0klW%dMHdu7
zE`y~<oW04zg?fgYAR>uW3BTT@cr^W!gkOI6;RiFTa07Q6JRXg#W-_k!`syQz-2(%F
zcI_oQ5i~B&bvzBYh{vy(-?N{r^S<T)%ghrU+VUeMOLps&&MyyE4i6eLIb`B;v$Z7<
z%*{T5;sFC224<+^rttm=?TCI19>lZM!F!V;c8FgWpn&#Nr~QsL2)7?&E=igVmA3iw
zFr;`vPIXg?uz`n2pL@+vp+)HVW(rYHc*r}~Geq4!S52zo0ZV1g(&)o*>Ei9ywI#2!
z^b`HF+LsQ07d_yp`ES$A5<t5(Pq(AvJh4jWcqS!&C>EosCZlfyLG8UxQ~Z*XP~(Ys
zb}>DI$EvQ|5wsfvhJMaTgkE|V-8uR8@J_Zm&}%)taBk1s--VO050eUfyXA&{2hF<c
zHPGDVTl&W-dH-f?xwjuo4I)7{{WBsF-9ehRX0QtTvKE<jRzNQQNpCI7t6y_(#z4Hh
zc!r7uo@6(8Aj{bPDu^$FYupf;Y31ZU$u^WKU_ba2DvzU<6)-~8F3ajCjywJV$+~fl
z#Es!s9R1!tY^oPa<{QhP4o<GE??^wsc;mLFt~iT_y~8arH98(be&P8apwS#DRi;<5
zmzJZOCgeFj!p8aXxI+1NkR)m@h2*DoX$QF1Gea#5tvK5DJo{*6RFt?Fg%Y{*y~T{z
z4eL;w2JWuyG5i3&8l(EVvy;~<@PIy%Ul46<8yTtc`$zfm_1Ei?wo4a}9-6?ym{JAX
zs-MfGF9`}IP;R#)6PKeC51s#Z#5!L6(xEp81Ep!dA}$_veX&peH*oll`uUKz%9^T6
z^jG)W)`z0(9`DA|XjlW^gCCaOKY35>s_tN#{rY!mOA@YRr8ZOF&j_G=?j&THV{Vq#
zpSpD?erdE^$Ax$E+9~4G*Inso$dQAad+Ppe$q5BC`rC}!L*H`ly{umzles^7=p}7?
z=JDN)CIM1Q`tqZ%1)rAo(XOnBr6fgyTv!&uPfjIS@P6tXWB44O`44d7+E#F41<nia
zsbwldk=0j+cz@$c*XUhf?ZY61Tf|F|;&~NGpVuYk2yQJXuSh2{*CJI=wiug~)Y^F?
zJ^CDtHfwpW_{-Yf-G>-Pa=f61Ip^pl7(&bN&w+R)tpa6bY9$WetXZTlIfK&HkE-+U
zhk}<xNBBvy9s}T{E8iYXoBoRC;%PiK50-<Z0icABU6xiK_ZF9zbtq1)t-LKQzSkiv
zjq(C0$gxc@E*hH4*I-K@4_Z8wC8nOprI5Y32A&!Lt{_HUA{IZ9qq~hIks#BVT{+y_
zo#qn5##7mFRLm%gQgey|_k^VM8FbNWmX1Ce>G;5fDIxlk4X+*50G*^5FkCT2&ZG2W
zB(`BADfjuq&%48nz%sDts!F`9bQioiZT~vV#O~^Oh9?~KX{=-jWViL>i=a0l-Ujzj
z)|Zq^L6`)OA85jY3*p*%=4k`33`zpo5Hixgnu&!QySr-!s8^)E*wiu>VOPx)d*AF{
zo7F@hVMh9QI{wseu0o3a>GFc0wL`jAQZ&eEsB9rKrLy3{M}4q(@pSRiYh8^;KKH(>
zIs1YlYgTLQI}=jSAbP!>L1Mjn;AW|$iu809*4HYrB{{an=1Y7dP$SdJVTlB_!W&V~
zo!=ZTShKV~A&tK5qIvyFe#uMKC4#oU&OgNE^}-5COA~qz)rrN^yZM<fVj=dBUv1yf
z2uLfOj#zTRKod-r*=0;~5*lW4Px|27!Y`7?dc*z&JpRAa-_)dL*&ko&2s#+;d-TJO
z;4bG+-^Ym6-rF?VTK!Rmb^Be{{sAyYtp0_5hH9k<ske+Ed?bi3wEiD}pG!x_ECEHo
z{s(w4URHggj%7mkF7aLc>=FzC4cgyXEwq%5*IW=dT7InFdiK@_<t|P_E5s@i(sT!y
zsVQw}&L<ZO7$ZHL$ADd}Y&7XN;q%Ad>#oa$DFayxCk`A7eEx_jvm`2#q7amJ_q?-W
z69JHwUkVVSCfqyz#!zQZ4Gc-$m9GXUIJd`rn^>X^mXLWTlY0`<Po5?<=CzV!)OiD;
zCQq1dR6JhxjsMTrJ;?S%MBm)o4<IkY2jhej8{zzJ;fD-tvE>B?vIMalUahEDfSzt$
z$PJOP{>U$ir8wcLs{rQBmp_HNT(VpJWB<(j?WyR7&Ie)%tI+~5q1Vj08J@Vj8!L#S
z_4uR}bq1c5uP-Q@Sbp0i%$!m^`^QDk{<|(zo)pxN^)Y9Y2W|6dLYB?Ojj~tL;JKG-
zVVT-BvlnuZ@o}M~n`8khXa+w-SUF$(z;V9oSfj_;CzUB-58{1gtWl|KCIFT#u$XDo
zEoRaUJv8%=Ti>{pRF=uvJ@X{>i_o(b5^;T~<^pbj&2a7TXPiq@72xEd15l1&G@h+c
zEZ~Lg9>3BTbNtY6FCUbHquKBCABn39&`MmXw*Rm}1fPNA=!aU6JXn~$rPyzIYP+h%
z$J!_V94NU+SFnnbwRCVdsdICXAIq&~v!&PgHF8hL_$u9JCCw1)o}ctX$M@vf*(hBd
zbmaEw+(_MDur+RchGO+M@Y01RHOQ4dj*0z_Df|SRry0Z_du0&O%57q{=!qcE_mR#Z
zrM5;tltw%ChT7Gyqq5ISFDCj*jEL}0yFPxt_oSBW&v<L0f_CltYiBcR;_%|3{PJ2Y
znQSY6Dz@-QMI8w&1aoDod!;6+3w$#l2|({9i@Boa{{V+}0)8HRXV`u=*M>#}RVnr?
zy&CkOvKiC(mD?IZDeH)L5(aT=UH6TDsHPD(`Um`>U9>O4Z%<oayHs$v`}N;~`Qq72
z6^mi#?lr5<7>%vjss8S0jNa_I6D2gXWz#V;<nnZ_NZ05zrmhUFB*k5y!X5oP5)&_M
zRMefh+8puv<E2yj_<Z~*v~n){4=j<f>VKlcGlL|LM%;Q{TD5ZUYM|+|vnw*}XlGG2
zN-)4znd*|Ub;fq=`>OG*2zKbu)iy$rKft_oqfC_e(YorQJ`C5ecjw#t=p#RJ`Msn{
z;DYGT!ezBX4XrI|@y6+ep2fI{OzVHeW@?RNMj?0bqpATz$2^3W?>u^RN_TQHfodHn
z7&PKLcxg8~%PrJoRSV2$8f7ZlCYE1sn2aXso1+Q1>%Fg2Z<W4l!=(3j@JqArl^#8r
zG1z<hYc8Pq>f5)Q;~vH%EAQE?B4PpX$sMF#<Xr|x=1;B7X8qJ=o07fw2ls&-{mi>z
zLIw~;m$v6l9wM31W)>crjlg2noA4Xcp|BzQ@Jr^ykt4m0HxL_V&_jJ~w%doBH~az<
zG>qU)PhS)s?0k~@7-*#MYpHi&K$}MLUcPemL*4T0QqRTdsy0b;A!@^e3q#%)Xhbf_
z^{xrK$;+}vn+K)G7S;w6d~=0<ATMH`9{TfQs=2vmb<D%nPJ<F}KR19o5o(r#)Dt#q
zs92c-l(;t~$+m7zs!Gd@R${f=1T5tWkvZ676QF7|Yu30hR^-~5TlEU+`#HpoLmVK0
zIrDIC7GmV^`<Be+?DDwNlht5UMGckMo@rM`DpL?CT0fsb;Ax0h+UZpr+3wgsDYj=-
zc(T4k*FEy<AJa2%7I^A{Oju22149HBdXD8Z`?^-FNkpI_Oj$ys1x4+7Lix*DgyJ)g
zcP(e;w7Yu555-7%UlZ)H0Q3D1KwzNqw8jlf3625$$BXgV__myAFVav@29agw^CI@_
z@Qb0>Fo1KHaP9{=2n#9%ZC0135E1Z4GrG{e7>NfrZnS4_$eGYs?6!}#qzdV$j`{aU
zf4-c_y4z}o&yRvqJ17>|O&5Rtq;-iIjpA6Dg9A_TQP;&!m&3lN_oEDOIzHJDkn8>q
z-n3&rpi#u6ZjKYRKX}w0RU%}G(180Gt4yG+Kg5{*lPMI$s40fGmA<~wI0)a;7IdKQ
zGy}xFGe~-Q8k$Qpnmx)M6|X2S?|!@54I)9Bp(+PRzQ%zsthPRnth7IofPXv@M^U{D
zwfo#~cqcz&4_LF*O4=n$qcc5tsLBSPJ>)617N2I5Wiwiaq2lQ`XC?WnKi-~^sdCBB
zx}SXcUuh!4ld3e;^UugZ+buEOMN()(`;&zT4KDi0>q>i?ptRoBEi*YZ^cb)6`YoGl
zhi-y36CBt%snz9(3>pGfETq{zeecjQtH!8E@M*Nqt8d>`<xGYd4U>a(G(d5z8+Mwa
zCP0HXuYW#uDke)O3}1{vsnM9s<8<Khn;(jBC7vfQpN`!%nSeeQz<7zzCcj&}Ea`P$
zU|@6I;<1Uso4R5BvtLHa=QGVzWM^_93=kCPbn)4H7Cz3pI^<$s1s&m*CZJ{a+4cdn
z1LdnUx=7FpZb=5<$w^dD1*lga^ih$;x|oTPgIy!9pqm>HZkypW3oh9<_2*cGE-}Jf
z#e{bGFZ<f{r@-YYjLQYjFv@31?BJ0~9{9oa)kj}3fy`6^gCNBpfJ^!)6b?Kk<#c=Y
zL~X5J?iyMAJbb!ZVMILNU_sXKn5*I-$n#vIHmfFnY5YaLkgy5)4h&9H4+2Rr%_q|P
z?#SgK5N4j26fEP|Bl&4=lah5OE>o}52sAt#Hf^ea{5Vp7mw$P-GHk2@cPygm?dk0h
z2>KOTjVpWl-_13<sYzFoF7kRs^O5)~*)!ve_G3?4kR6nOb9aqK%glIgP8#_5AvB9F
z6p*83lD$%KdCyHn!;X%^x9@i_wX#7k;QRz$WhIXcRpi)4EG(q#t}cdyfKeuSkJ6=_
z;vMb3ZB;oIpaW+0@d167<J|uhX`}%%8<)N32lrU~?v@b}u}FM;<!RBEp1tC%CE$yn
z7MFe|`~r$LEJ&}RM;k9Eecuih63MjGaeUo%P-k<Ku2WGNhJkR50gaY!zKsnw!XG2n
z;?IbqRzU3K+%ms`rG8S~7u)Min60+id>Y_FLu}c2<o@i^>xYFXihIs}?KpjBU)n-O
zPq4<7@qWGe1q!!V;-3){s|E+Gyb#9n*%{QJ5qzdq>JAyXV&B<8ue;K6g5>z_PUknR
z50I}v7A{=`SLs$-ITb+s2Utbr6XwVQo~JJ}EvhRVz?8QoPhbrbT-+)nF}_O`&Tvch
zl~L>5bYCfg9TaCkSg)GA)*;}G2RRz%<l-a|2EOBMV-q~%OL0lo(=C0~b}Fn&9^#vT
zB~)n*JsdZt;g=pb6(|(Er|PcHaV0t95Q8**kc3QyejCl_)2RKoRrmoPCOBNG=w@Cj
zh!v%VR-c>hJneBUgTIi-))ozzEtf;L&DXfS@is4zpAbQK@vtaYaz2!c@_VvOtY9Fz
z&Xjo9o__-_BMmb3?+Kzj!^uZSVmC9XuZVUdRYg2Ccz+QG{n}lmzmOV*9RN?8cDXtR
zW|<p!@-TALTf6?{JO2Rlf;*A$<hD*;XK=E#W0|~k!M7u~zA<_^1gD@$97e;QNBR_d
z=<=#Av&AZ35LS$R;~f=1cAj+9*8m0}^yG}CZ9642?3E1G>@w*>AdEu%Ke^?t^fTH<
z15LE{YF+dtC`BJ_?BQ14?L1VdA0mGCP3$>F73-LH{D=U$<EA_4)cfy~hdZ3UAZLTV
zwU`))3boA(q7#|{OC@v!RGvwEs_80Bu2#8K{&#kte>l^FsppvuEodK5k!5+Cu$NeD
zf(X0=iP3OXnN~>)i^Rz~XR;i&KWuErje%>g5cJd6bx^%4e}@_{BI!=&GjU@B?7MTe
zs{AW|XI<casa!U50cdUOZf@I6pDMG+7{x$Yj{UJy(ElCH{Lgp>mY&+_VURG@b@AZ#
zx&%lThPrPcJblzA?(6rLX6*yE9yCsno=FCeK<bJ~%2rG>@QN{@v!)V^<z*Z+J(y_%
zvN2EhetyNn{=GDOkKv@)ZFIIS!fUh@*^zbtf;Bh_#ml>?8ToUSkOpX^vEakb#p<3S
z4->n8K@n*hzFW0-Eiah3^Jd<erB>_aq_*a#K~KQ?wT7~!{5Kxz$zoF}_=(k^TkpJG
zlS1S%E{_?pFYAFpL(U{Y4F(+8B%}fRQXwqVT&jCh5W3TEeJD8EX_8o~uOpL_D}VJE
ztIm!jpQ_(OoT-+;YwIKPRRT~jJ*u<lyWJk`K$d(KGwrG+ul)GQCN_&(!iP0#*@1|3
zc%HHDa0#(J4U^)+nS*~S%0wscqN})G<vhPr7hA?xxKKeEaxXs=X8D3QkPrT-m_4-t
zas%t+b{>ng%)XR1tIDP)BBlY5#8FdAo$zDPzmMGHoZkA~RY7Xr4ztxJN<v9WrUv$`
zB@-GbS>}GK`B+d{)t+pFLZn_Rx31iu*;}2a6Tm^(Tf*h484Hk~dycaC=|eZyMtm9K
zNKbcf0Zu>$$wgRR?_bjB_Cya{6BItjEQkQG#$nzKHHzBajh6kME~ch^Jbz!wvS9Z$
zzp=6fi(gx>J@jL>9VMLG-DbXxdUk-c!?G#+(}dFUfu4=>TUAi_Am^Z_pI?E3sV<;!
zN#qJJR<=whBylG`c1^Y-E$p`ZodO=&xiU9$dRzpTmo=yP+=R6_WB=A)UwJygfogU1
z+AZz3d8tB(;Ya5h_wD<|c4PnsAOXY0(-BW^Wqy<C0l)sX-P6jjE{wPSD=?X6F|^;H
zLjil<H$*10ZD5Hh6R+$3?jQOL<_dLoj^qj82N<EN+sXTvrM&L19L?YP^K8@zd%vUg
zJ1o3faOO;4ZCiCi!^I)0=YIdy&_ILc8tAa%tA!!|$YrrZyF*BS<+#Tk=R|jAzmAW;
z>cYtPRGb4q#sNY!31<Kmpe9Y1cO&*^ahbwa{MCs^xXUj|*L!^PTwLHr2@oI{mT}fx
zsH6m+*^V;BSj}V^Lx77-DZh@JTaTOMr~PcwQGkA2tC2%O0BX7hB^RcA>0obwv^lJ@
zR>mPxlM!}`e1e&o5DLyC-KH+a%GU^-TRqu&+2sImUAbO8%EQ*=pLrQ?umJ=cIym=7
z*)mARL6^M->c_hby*JJU;50uKA$WcFRf=wubSr6xdBPE48eQxbM=R(Ofs_sa;;bZ!
zCDB#Vy(O5GcErz7u<epf+Iq8;`Rn>4*LySK28x_d&JdAK&aI#WD150w;E*ZV)l&Lt
zOURAP`8hReN5dxIZBk~7nF6dMuUQ65F^~?pl<-%xN5O|wDW~m-g;fvb6I*VEyFDdC
zRF&S$=4)R4Yx5s~>yv%l#Zpj)2;#ESUU-i(u&7Z5K2GGgb1JI>m@flSvc3>1P0@A;
z`dT3_cLL>ZBy42R9)hpTuGS?soHok$1kU_w8Az=Zd<}>K+_gRbQU#*w0L>OOnCt&3
z-qg|{;MM61y0(0N6Psu5iV+v}*F;BL9h+J4MZ$?eNGsm=jCkMQ*B{kvf!f?aJm_c_
z97I6lWmGh~!qgWTZr2~J#)>l%i4&>K(*SaI<?`{;j1(dU5zDI5OF@bQ{8GH~ug&zG
zu(m17fcmz-foemSb#sfLqQw<%Ir}1+MB&?664THowj--St+NP^ql*3WBxu~^UIjoS
zARuS1B@m8-XWa=)M%%<*tF)h6L}KzQMR-{zy<s1Rzs!6&U$Zon%M(FRC$_~2p?A|I
zM=os}*^dbY&jOfc|1Ljn2svzXv|iUf544&*IQh>}Ajt|=n}X@=-1@ilJR`zDD*)}B
zWF0+Hb*j;XWtaD7<DKCL8BSmT#93S=ML0<*JWOpF<ab)w*#mN=8USo~XoCiH3FF{2
zq5FUkNtt|zm~eM`!Xb~nc31U6mYQ$eGH#Kbi96aWK*f+x2-2|J!aaX78~+1j{7n9i
zKXB}6*ouy9FFAD}C{Up`NyYNkpOrHduUwCMV1<=~{ggY+Wa0$cA7DQTH!u9kZrJ-+
z`lSVmdG@g5cJBe{7e_zHnQiVk=zh+4`#$VHKuhu;hl`u9{{t+~xBiK2Nv`y8G^JP$
z@pR|fU9`91r8j9?DX3)Gx{}EH&K_CZCG#JBN5@o!0Sj~A6K8ubLOz5%Ys=BHzLKoo
zI`+2qINRFtGV$kT^#0se*)9~V=*qW)Y^8vu^?;A(1tQGUta-^u<i(v{FUS5@w@>f<
z2e831*e|^250^LC<2gr)F;r~>?<Y;mwdDa_s+GSF`A11o5NBG0TEpP)utFJOqvBnG
z*4Y4Yd_GGNU$=Mb`r(7RpXS=OMd^B*%KDz-qL<ao1k+Ym7ve&u2xUE~D-RB!8B}1?
zDGQV61ol9dk8Y01YGpY-h*lxlWZOeCAPs00$~bB7O{?=BH}Re{2uv1dR;2AQYm|9h
zvid7k&~b)<a#&MoLccs%*?d(QiTLlH24b|G^T#M2mL6P9zo2&I)CM4Ra!`T<6$0@>
z$(Cw&j75L9Gw3nmj3`(4YcF72BF=PmfZ_k%AVwuUs7zwT6@2b|JWEefwva=cRNO6^
zz3{!-%36iL4wnAHssx#aed%T#EO)`UA7@Vvm;gD=><+m*lFweh&VQ)$I?io@F^Te~
zAT+50nKYcONWBJY$Y*%5%>x48Z8z<ED(6_~$WpK4$U(y8LKk7ECBLp<>4gksXZ1h(
zHZ>Jfk@f@jy-YNIq5=A0Q&?Z1M}@5IcM(*#qr5%X46>>4-Z7rO?H6%HLHD+eGnb`@
zlW|bN3H_AXTz;{aOav2q(iq`z1R1Vj50%iJZUiY>z<Pc*10@@c1HJS4D(M(4YF2n;
zaCF>pkf7|5&0_8O=_a4h2%(xQ>RntHM~mZzz&gK3zL6EI!kO1|ezOOgFNuwKVl|tT
zU_`QjmE-q~J?PcSaWJKOZsa(b1vk5zc)L{~5Fs!cBg1Pj5qF;AT79~JkmpDfm{m>?
zdzfWFFLWjkk<!Wl-BO|+q&eoxkkhIOI>vTIsk6(Pucg|qVnBE|Y^3o0y*Jn23rT(3
zQA>LM&4^j&^(aXIVEK{M^JmTK_v_Vu7##^Ei44zgzlyZjZn1e*e`fgKgG+(neZy@H
z4jLM3La;ok%TY&;B!--We*(`uesCe=dZB1c-00~@hY>@AKzXQgj_BdSQ?*vRKR(%i
z6KYI_b<EsL=H1<xQs|a8`}63sb5B*wn}^+z4+Id_Z=b^8EJQ6^jS~h8sxTxI@)fVV
z>^@V*NID-YcG<oOYqN8n$N#AZ$%|CelAYQlDyaPu`ZN8l{b+x8SBGUlbj&jE`z-jb
z{P>-(MBgS{%Mz4*_1<L<vhJhKd2QtauPyKztuUX-?n4$diS(O{Z3#*t`GD~I#$eli
z@xbmcW~$OYZ$Cz!cR68+S?({uh_2eUZ1~EUNnVing;5}j&<DgpPy_Ip#L0&{QjtJE
zMEWbv*3_TBD~3N~$7-8(aFM&@!2$r*0tU&n2C%PbzxG;iJ`(!GP{UrkgXvrCM$Z-7
zg-6V?z|}}1I{MbffHcZtp>xz`7W5;VIX>lqlQOo+ye}yPq#EEvj)e(}1;`?SJ_xhE
z{I2RdRx8#30w)~rr7?d^X9A;OR`hJUEjKyV_;INcgO$U->JIfm`~98!`%h-m%M1u$
z3%qn$DDM=2fO@2d)LxqYX6XO2rXsLQ-1}8xU`6yu@6N@tjI%g%JL5ju6tTaF$NCwQ
zQ>}ZY3}*CbI^Pb42(zu~$3bvIIR=3cQfz7(0iS}@LFK2ez$vi9Cv86GA)eJIrv$us
zf|Z8^P?EY8Qvc5DJmxopwH~Aj$T^~&kF+VI^D6j#n|nyBw7+vXIY6A-%*>brM+3Ty
zH&A}SZrbqAzYCJZa|Vtt+TS&hY|-1lZxs2%|L1(krs3N=60$Cql3=`Zvpy2^kv%xT
z*7+w-6P|YPgr#p9z83&sW&iIZ+JFIJyFLkhONBAfZ#m=hpL@LpZdeEA*7EP)A>ryi
zQI3?a!dp8dAX&69(?+OXmm^n&hvPXWUNKJY@@b%KcC{!-y6uCoP=auuZS(YLm+)@+
z_p&88)2tIDuWQi=&@B-HbV@31EB4KztF^Ru_G{7!mfGXcFksOZUZ+g3f2oWV(`Y!3
z5u3nn&xD|YV0;V`RL#r^;vo^o?YYnh4LYvBc&v-Y&EXpSW?qxfe~GyHr|&LDe%u7&
z?uBQ>jpWQM2g8tPz7D3mQ=f?J`81Jc;4SCO_N*%j)aK57#|(9Oz4npg+Vf4Ah%6Ta
z|AWrCjP~WmKd5yw0f%^dpQrOr=bXJhn3OIDX|&BYA|N%Unb0cDX9N3;98~!$w;!}1
z5yfn}$_`8YmUU!nIZv<WPrCo{{{UgLts|a&{{gTQAP`W({MGI&fK0FB3)OANz?!8f
z^>gZ^2&#n01B{#~L3@-kbUj?lM}=Y|l{4iLcd;nEJQoPeV>jVOp+oz2=cMv`SE~lN
zknA9su8ez;BmQ7K14!-ekbb`d3><T{ZNn8>;aop>k8+y2U+ZFsgVvU>d_sW@KafIk
zKitN*pg>T!K|C8hY!K#bNBfBa$(}u@SuLlBqL2mtWrE4*s!JP>;>}{c*l{bbboR?Z
zVF!p0dzG9?naIp$M7o&mK*DHxZlqKM&DuM3tSk5wnro5k?I*Hcek5rsFe~wsW9{KO
zbhNT&aqRA2Zo3J&iMj+{ca9hF3X}Y@rEX^mWP;D#Fs1wq%P9^O9Ec1&U7%CP(y(I4
zGq*Ek-l;8~gE3S$Muj&2{%=ZN<6!ve@}IxwYX3jyEEubr1tNgV9nuPZCXUyo^_rU0
zo_fBzlzb!!1FiM-E15m_J^FmIu1V~{kIEN5y>XsIet%hK^;shS>fR@&QWreq8utSw
zWi7QhNeA=LJ<ndf?H_b|F(qmCDS9xEmb!;30oXp`k?`ws4Ai~ssOd@<m9G7S<@GkF
zC9$Eo$Mh(APu9N+NfkKiNuzBj&#MoQ&y<>$kbW#<KgtuDk2#-0`IpGJylFK+nrLEm
z5iOr~C*ZsH1XNo)q}UxIuLI%S=AYxTdUJFL&Y4tLLGX>za2HsIV%^fR{5d8ox{v=Z
zS9*J0Ez5)NSto0z$gu{+v-KTLKTAS$p*{~}xMllyan2uq9~!DW5RpyhN=<OMdH(^L
zktwR`4?4sYUc#<A*grLn7yP?LuU-PZ`>_V|yEo7V_<}Ard$6i9*KZ3#3A>RFt2yf#
z4G?a05|r6znGi?a_0l8&xgJ!BPyI-#zB@55HV-|y0~Uv-bvcVhG~fw|h1Lx*KhJg?
zKIuoc-<H!M8Yt7KynImz0WJz0n))Cke}BH~!=Fb#1u<u{MNrN#8pgDRw)(Zf5f&?J
z??#vEiV<4P#a1t3^-WUr5+M0rGcRJWAWx>f0Q^U1wl4o0=#(04#Kl~=uepyxL80>W
za-w8p^YXFB+-OsO;8HX?^2oO-dxpt;3nt(5;HKk&z=gcVM>NG$KQhMfwZ5uo-fn}i
zk&ww4o7Q!x?TTl3KT;Updv|wG0?)E5MzG=Z;o6=h^?d_mEGeD1f*l>sZK=*(Hf$9}
z8`Swo$l5M7!dZzY&%N13ECdYtUFdz6dlo_hdME`|dNbS8>i@07hp>TaCdUc)(|66&
z<mLG&oCc1BMZy|E=II8?t=%#X;w*{cA2xxyoB+)CvG>V_hGUzO|3AmKtlvrP-`Ojc
zNsnbMrNJL$gDgh>+QiXOpYe7+CHH>(KDLh!t43l5lK6*d^E>;`85idlm33GH-)DWh
z?zW1DRSVy4RMOjR8{X0f`JSGQ+LJaF5L&~psN{H~xLAji!K^a;pt*y36Oa;Q>04IK
z>(`SS|KNR7xyq-`{>LCSDFb*$D#8!`McuwsZeQuo40;jNDIkZ?3tyIKV#}e*`x;)N
z=~ELnx6^dx@6W7%F1>r(E?w&!^O&8!)5BZ+VbxA+Dw>h=kvdx3Slrs64FBi(=bkzW
zPFWU@uSpl%n6oEhvro9X;M`AG6@&?#$qKrB&5(Rq<CjKdF!mMBQMYrhuk)IHFWk&>
zE5bNjn{-QsE#7Z+yKdD+d<QM*8muW`#8x8k1K-EPWLib!^)VTbJ)U|s_0&d>)cppE
zxeN{*(h1#FYVJ5ex~V1WBYX9!3s<+TRmrSz;!4raHlEUrS5fU>G=^jM?{~XTJ9z%s
z^L0_3AQPTyT=itd_V4E=x3TBWN`>lGL-avrmq>f(y$>=<n+}z>Jlq309&AwKK=vLl
zAr^QuOl`-&PVq$i1pBrz9zWyz<o+eZ-ssae0`EHWrHqJcWGxdiAy3o0Y8b#b03tM8
zgB`sj5qtv4*}7AA_0Fca2-3|xCoVPXO;vR<e4D^s$!%d_C{$0{5IWP{^Re+MTE?G~
z&{{MCqhQ`@ItuakGS$|#^k46z-b9>uX`^aEd3h$YV5Q(k%+pEXbTuA3EujT~&i&nm
zg-2s#A6d7hy*r(H?wVOf+-K1i8b)KpY!0W1wq}}2=^VYBgxNjr?~AlZQ0l47W;8bH
z=eQG`8Ts1kHn<^n&0R?Tb$mo4dpH}nn^mOY&L|cLx|c64jzl~jz5o1r%mpXJJID`Z
z|3V+*b7Z}m2$P#<NNxt+!IC!e;l;Uu&TP(>TT7;h5^QHtNB_#{lm8NT^5<+y2i@Kn
z^~mG^cm`bIvR3$y>g+y*AXPFFv-kPI>0-uo(!OG&IrY7#;87dzjoJLEUZrE7Z`iEl
zjs`)6k)p+~ZARkmZ?4~-l`6j(I~VR&er)&t1%>@i%n-V8m#NDX>jO)BJ>2KV$#%*a
zvq>mLJ6?}t`Xsfkq#`iaxy(*s&qE5Vcru(Ed=`KD``)MU;Vesd;{o4xS4D+<-8(H>
zM?8RCA~Hu80fFRkK4jyzE>c{iwrnI20)nc!Rv87lAp2tG>Q4Ja*WWC08Cvy^nLz(=
zLz0Y+J{=D~lw2Vu-TFSdcdDAa5!*QxTSUFyzZmsd?*aT}&Lho_W6la}CkY%$xd9l_
zsC$6A_#I+x=eQ5{EQpUUMq(UJ$D6Ex=4VJt)$Fwwr4pHEGVEmRq|`U+U809d4~f6h
zx6_=+9i?L$-)ukHC_nt(8A*eYBMmEqsKuaCa1Tx!-)teMKg$uI(m#?~<f{)Q(S^jy
zCw$ITW!ZN=e;%Ef?Xcr{_hJ(hRmoJRkA#$b4OBUQm82}+hy%X&%<^PaDsY;R+6if}
zM~AtWl>)Qj1f-zXoXtgE^~c)>DSqv@eMSzBajc!a*t)qL@=+k{Wm-JGWca=L7|z`+
zRvvO2TIY)`YG7GGu7--`ov-zklQdb?t_2No5Y{S;7qdqq3gd-#z?xiXAGNoUZ5^)z
z9%sS5%>=O2pph&it^yFxy)P9oo4U<_gC0*w#r#+_@5gvn7PN=9yX6*T-GMrLj5Ie`
zgm)|2;3e(m)8BqeuORmo>+wzD!?|VilY=C;y|0asl3r_`y<~(&U--Qu0eH=s6$R48
z*&IFvE(Bp^ljhFtJGF6L#jG=Z_0syMKV^(E=*7h7Tb$3(Tl=d%zZa&VKiumiTnbP}
zwv}uN<|}eWA70s2)_<<ok{U?}9In?Hy_YZe)mJ-$TKjmUXXCFHP3QJhdEjmTE`<Xg
z{s1`3F|A+F|Celd>Jc?f<K8|%=fGR#$JbGhsJ-K`0X9~>_J=lJ_&<QGKqT-DDP@b_
z=CP8KPwP9NV1vBeb}kLw@)R^k-TMg*+7CoQR5GPc#2g<(5OZo%%TeC9zLq0`pS{&u
z9Q9R*Gr?z{IM$jMH(cZCqIdL%Dv%`d1>*O`*YsE|o`)`%vxW=8xLDRf$&Xn0x$H>a
zJi5+pDL%q-*UC+>fy5JtOcNeH@Jrba;ZS>9Bb>eXy*bwDPN{PXv?oOaY&&;Nt_p#`
zJb559OSZmFDh|ql;u7Jk=!r+a3!jiwx;sygjNF~;Rt)gWv2x4lFJrs0<#Q&99B1Ak
z{|bn$(EfBlp<;|f=E+QVVlF?NMAZc#%55@82Laf%vGV@_i@@{_(`N=?`^)g%mqd41
z*}qTG5hr$E%-EFpc@oxQkBrPV3xy<Mb&t90)jJ?Uu(qdnQQ|HhX}b)KYwtQd1R>I&
zIPYFAQBcm|VC#(m<f4k1z%JSvuHhk!*;+klOMEJJv;!C%CtU92j}|_8xdPQgcSs5T
zn=BaM+38(Vm1lvqj_D^zzfVkhV)8n2|6o96)$<=0P8!1+oh2rK$ATxPjX_>FpJNk4
zDwr%LTG7%q|H};Bbia}S1@8coJ>+b8oWks-IHSZ}MXhoGQE|dgJlrqMy8`}xZy|5w
z5tmnh%UXJ=jnhzN-@DEZr@(o7O>M+y4jfk!w-ktA+?b$8>^7KGqDday8dn(eR2Z~k
zI8HN=)p{OYoG!R#dXjLj>YwTC)_&=8T3bngHx!U-3EGSF*GL1fKhbu^u}kZ;;=e?7
zON?B=!d1BERq5z63s%&tB@ta6N&oaAmk$3uudK;Fa6D;s<4oBr-rDO=>&NbXu1@!D
z1a|#i{>(=C&7J=&P$K#8o3|s6_b&?hqYq9#hfPrrd-t9aBc(ljRzEa%(QxyslIqN#
zvUICX>)#E(yd|1juda{0Vgszdw|{@8ou?T%&6P2aZ)p)-Y0t3LTmMzW>RADocbHFy
zM;eZlx-LRgK>d|i(MXa!PKd<k@xzr2IpNS{QK23lv0yKK-`bNS_P2K#0Ns$9>#ZVl
zSLRJ#>KFcU*N?zhX12&W7})Q0^9bHu57IG6bf6y|Km&-_vy_2r&-73nlb#N51}4;5
zy<kriPof>aEUeutcD~$U9yXUwapD}3ei=rxTgK_JrLkxsq;L=qMs1Ll0py9!6+Cx3
zliz_+D48NQ*z;A`Z*N{0pc(A&25p_$xl&n_7$r?bvhPkc#O-N<zi2K^Cet@j2Fg11
z1!MS-<U;mZ-&!62F}u&y3gfR_d;}D6Jg<alPw~dN{}A)g@~{|fS3mBPU*zr<K1<X{
zA8>Qa0Y=HQ7U)aN_>TMOw+wFG-iQ?WqyESL@U^bcXyJxP$k;4Kq4cq?5l1^Klv<JP
zi1NwRlN^W>oXqn8L}0%p8Y{WJ%3dME8zf5S9E<h+vm+`4ikL&m@~z?3F%AwQJ_jvS
z?F2E^2Pco+6EcTpj~s6Q1OxtDTYY}uzW<lsPm)y0(#sg!e}MU>K0%lzUZskVC-h+2
z0UM**sUIDD-zt=1<PbD=bhjoWv{vZoLlf*&uUjP{chB4bRk0+@wrT~nf>foLywk1#
z5Y_&~@?dsB%f2uTG`R-kuzxLdojRhx$g)hth%RECEj}Jk|EA>}kSbeWzwgvp6O_(?
zaC4!Bm#X|-oYkXr*ww?=y%e^v1CIwN#j7pfv>lI_<{@1#DEY`nnrW6j&)T+ixNYSH
z<3JgpfBPma=h`heIaW*)1kzuRkgZ8^vC3HeAWQ{@xdg^0hZWm5XNvd&m!RU<>TV@`
zs9%Q{LwvN(rxAWxGp%|V0Ho3rAXYu9p+R@_-7R5I==j(g#Q!7$2AvX=JiP()yA_YD
zTFz+5$;T1-tQEbDpmMy6zhA+tB~L$uTT6m~hQbM=De?(;h{60jroq#Cko!U!k`xa*
z_xe2qWG^#$z~HU&^%bE(ns3Re3jzqh3veY}kK{5rMGsvf769OP47@^xiZ~fULMeOR
z#9(DvdB-u>s@^bGEAUxCz5@RVG}~-%+i0GhU(u}GE5DBoA8jjjH6SQbCISg!Ino5m
zjdmA+NaiiH`UmrME7;)k*#my*|A(*l3}^F?|GtCRJGPdh2@-qHDnXmXj+jMJVyl`}
zwPKGd5wR6b?7fOEtE~~EHbqO(Qmcy^?eEV2zOL&yt|#~XAjg>_M;;~TnS9Uh=ly=Y
zg5XzFp0jTCd{4uEmac|xt%u^hrx8BnYmEk+wFS@Q!(5p-7Tg4(bJn}OcG~XS6v!yC
zvi@TLpvP5Kl&QVqz8W_RF|B|wn+>n#k<^zBEOc--k}>Tg#k;Ge+h~^BAfzea5&3D4
zcsT&qc;I*TR;#b`bi(;-hp~(w7E+``uf5#S6B%}^zg<Gz0yQ#Ca)^I*?o(CN`9eaF
z<|;y>qi_a750vv^VJpvriXG4vEq^_s&%7xgOiuEoQrQIaM)OqcmfdX#YojLITkPg1
z^lNX=oX5u)bxsA{X1fEkjg=+AdOqH_l0CfuO0&$q<|``<Q*dhdIFGp&jURPQN>u(2
zka$9-(2K2*<89-S^H+iFWviE*1v4JTD1HLj1PBekwiw^D=w%|IJfFNPy!wxqIXyZ7
zifCOqZJie+B-JFDnzmfVwNyPjY6CqlrAzJ{=K7`+IJw0J^~)kXSGlj^L#;fJg=Wz#
z>?6VDar!!5qevabXhuXZbbH*&v@k@nhPE=z8$AnpGK4^YX=)(_eq6W@bQ`KiDa`4Y
zc6Ig4UcKV~0z{z8Q7Cg)`{Zuj)GyP*L%zZg9!bb3#uDj{4(<+eTuC?J2&2nQrq*j3
z24Rmcd`$c6zqV8~BP2YyrHfRkl67WlJaIS$a$cLCE#AdEnoS3oPlA(<6DN$`R6Gtx
z&&XM{Qb?wNKm(*yLB#*K55-JiTC*Kj-3dwcR;|(u6Jf&YM{Qe`?xUugNVDNWRRy^Y
zpo!5Nt*^Or39Y=AMrrw_z9>66{3g`Tw4;W0bw=fCZVel&mY;s1wWO)?mbkS|IOuJ#
zJqR&;004HkGfp!-#qm}c7(-wvJk_ftu8$kyGQ_c`x*DWNIE|z;5%ZuPWxED2tw4Vo
zSq*BB(CW#PrkkI6kkwCY6p=Y{){@W+0Dw7Y7d<-+H|!;LLYPIixUx+>tdK}Vyb4#5
zmzgvrU0V&}Uul5y^`(L4t+G%E^m5?1;C$bZ-365n(?k}e3b4gzOU{@D6c3`j5m4c!
zC4_KoHX5nBi>2-4Ax)I9<hprWIT%?;MA}0=<%5u{#PTh28=;S{VxQgEbTnDWa};h7
zjv+`obu7}3(C*4^8PA%HEW=tYU-lj>d=>nM{b0C$B|?4^u@Lj<`%$7iV(WF)wFe>^
zDOX$y1~^{5qGcko-d;cJr*^kDGcsCZnm+7Be;A}f|0yS4ejz8XA8Sh75UWk5Fm?3?
zUy8bLH{vVD@s>L@Ag-3aIrBU0;4<JDT1ulKU_hG?{|+6ssTad~cN!Gdu)K-2pkYQI
zWqjb|M>wdf#jm87+|1qo_4l)80=Kyo7?N3dH!8^#sP!M9lhEQ8S}Oh~bThWMKwz?y
zUV&2G4$OMo-oq$O-RZTrtQH@b=N(urLPVPl^}9_<OJ%!DTzPI%FxW*bJ8IoG5LjXM
z@Toy+ABaEte3%HVaQzmfFUH0CJG!)yx~Sdh=JMxZ6zJkh$@;n73C@WCyw(7`nle1X
zYU=Uo11_s4#mNKC8>#>YjMqM8jaB@Uczh0vJyMGXFUD><KfbV|W@sy|92ul<^A7de
z&2#=6F66x`m4PTp--ACOjf3n`7l7t_3rh{@wdIM8Z8Zt*G+?e9?;l;2x2()Z8?@mY
zBex)rRf(1>O#h!lLnL=Ysru1h?Y-}AK5*V_$tqWI$PGuk)gTr;aA*vMcESzHWJo6~
zO11FNIAYBRBGbHuDy*ao>8fBu*a?zC7lFL@C;(P&C46h=@P0OQA`ZZ;_^ZwlTa$)#
z45XEWxzU_N-f##lE7u!m+Xql+4Mh_^eahKjl55}=2d?0ZOZ#GjI4;H9LGVF+5H2<z
z@}pvL|HJ2WotS#r_G6R9(m;%m#D%}H>Aml@8EMEo>yRcn?jE|hGxHH>j_DMawvzUI
z?&*jrr<~&Pm`4GH;>Y(xM}oH~D5KMmY<-whB1OyTB$pTr##hXA`;X04;Fzi&gi<&p
z#|dh^9u(_@=?Cc1yZf4#t|gihl4_mPvEXeQ9zq+4BWVkUgwZ{T_$O*f&D2x|ldIf8
zg`O(<ER!&&H*u_4<9-HCZRXUyEW`ocFx98v1r;JGmOsqQ9Ccf!ohU#ZT$$x5dlZ(E
z^5oGoK_uA<B;*&`K7PvY1$OHmy&rQJGA|WrZs|D-0oT$rE<?n&#S|T%8#A~H6|)Rx
zpTIo<c-i%?y95KkcE%l^?wD3_YY4_IgkVdScTlPAhg>U`*rZttC4+J+#yj9aT0aeJ
zfTw~u8k#Lx$OA1(9*D-T#X&0j(Zlln>c^87i6*j5=)@5}Oi$%{@T_NzXp*+${5;@>
z(TUgkyAMCid*7Q`ndlXI@@!EEUGIIMa-*Mbo*t46%fDV#QxI+1!&=XUhfQN4P+tPQ
z=?xnkiXU*uB{W}{#r%Hdg-pusR_63>%W|@10qM#M>&8eN9Iw2M5T7Rj$<SW3L#BnZ
zZw5UOyAU@^s0|I-@!QHI6{=+OgUaz+FlwqKn>X%7-%^R-kVSP(wHWn-vwBWnp7LB1
z%vH|nq&b(VFSZ$3nZ@KC9mB7)Q?CBK{VqqEkpa_#!@IGKpCBDqXg>m|&51;T%N6nn
zn$B0-<AF~`4;-0Ff!a=mWA9mQ7CjBL85cqO?V8Ut+fRhEL724Qp8!(Y%qG$bl}C`4
z@E>ZxMT{;v-%ix!#^9tto;ccFh~(croc}=1D>NigHhC%1tkALJtDrB93g0c=6dKTb
z$pX+Py5&Y2Y63T~@2f&E4WFPT^VEai2N|eh#HCiU?SU_hPb0#FS$U_e#r3w%N@i34
zXRe||va-kfQ6{zxe3|d8^G}$kQBS*ysGC7j9Bp5ErDwylFtd6B(REet`94o&R;4S<
zw2h0dFaw$|mnIgm%}X8u0#4kQ4JGF==IA_i-+9cz_B-sTkQj|C2teD%l-hvb%*Ech
zSN;4}KVRN-p?73%Ej}D2c|2wlFLgreOULkV*KCDRY%o_oThnQ$PJD3`za#!1;KXAD
z)!hxz>VgWhL|Dy#d9p*peij+}?e*rS-FxLUnxV8Az=hTqGPC4=fJe-D%n+g1T9qG2
z-;2X1KkU>p)=hNsS(YEfmh@z9-i|R&<2D7@>s)%7)pf?1h@i8NX)$&S`^|C_%Ws*D
z7=c0w%wWGIl8z^PL8(OVwwYro3QbsmK`gp@cLKr#n&udSCy?LniZ_2_%67`VJGZ9>
z)LZ#LNvrT&`B>d-+{|L`x3b)Kt>fb3koqGQk~c*w_vgiWc}{f4PIQN!qERCON2BvQ
zu%hAQ7n`Q3r97V02<9SnTV9QF64;ttOS1$xet2@7<HbMqB=Bu%;GgSRR1&v^e4QJ;
ziZ$&1Y})iR85$2LtYt0{%s-%Tgi+);P+#Xyx6BBYTU*>pfSrE_?(pGO#*;z29-#0i
z?n7<$q=tYWcXPFws#Vv0BCR(YvN??NP>u$2R4*HZCup6Af8xNt!x~y=nb?TNCTh_{
za$*sjtM)>ejrFuHs)Ynhd&zR>qxtK}oHU4ev2@mi$A|}AXbt&oA{WIVT;f1&*O<k*
zFP1w>ttX~r!@kXz<v+kjRIWxZh!b0gV(XJp%~4Qp3~qS_&Ru&!qng3^QV(9D?%&Cz
z@w_J71b)+qq8EXKt-Xx;ls2wqC5aiaMvLGu1UchH;8>BBn$a#Tm)RMW5feg|KE}`I
zK9z$=y(uPf)9b4o&JaW%UblF%#SQ~1E#zJbo@-*<VFT0~xN1LKqz$}SW~$oyz5`Tw
z5l9?Wza0PSqk`0$Ws)b0SR$Umorxom?wQP=hlpYzaw)Dd&y+|+YL!rsSB(;+<-Y{<
zWFKW_R_#))-$G$mhA?N>k9O&s?9;LnpFRC`zhFF<I+{-p?noJze>mOIu;K?%{YJYU
zXWbnk)^Ve76Y3^S%x*FCWMyVNXYh8Mz7cQWkWluE8-^xxf%2ql;simPU&rhBL3PB3
zodh#Ntqjem7sqgWSFUntzy?#YP&+T7oZ<k#&cc$0dI;LPMulVyAZPnQggAU<M-uIl
zkf+6FX7!VeY0)3Fc*oG8+nVAan;F>a=#8z*RKl-Da|0W7H=&fH$`H4%ML;5+Ynkg;
zihhx1`1>Bqcg;&8n8X~8%9VHIEXq!-HU99TvT{vvQ7pB9S_vvNahx>}B37E6)y_5k
z{!o}Yz`FY4Am-}rrb;l5DI0KIor^jtHlp4pAQl*NFWmZC8FOMRvuUS{efV;>u7Yc4
zEb;JkP$v*e6AyhzI(4F=Os-6a%;!l|nyFc$x#DWuETzOCk*_1v9nl@zBGab{e2Tyq
zcU*C@MUv~*f@Y)|s-WZ79F1#^+j-CQY+p9g^L3)mfhtchi@&2IHFxXLR9$FJ(4?pA
zxIbW~p9#tyR7*-$Bq#if&0hU?dA;G^!ArU7>ryz`C%@FemRN}ri~R6H3uVj~es``U
zXu!P-dC^ZdltXK$F`g57+URFSOP)Z@d!CS`f`p2Qd$kWcp)3pzXkOMNaTGj$duN8+
z<3hbTnGr0)TlS9RX4~^lj_5*V0l;w-!I}Ut%<co|<77c-gQb@b&VnPK&8v8UDvOoA
zDf;>p=H%^2nN^6j0=9^fC>Su|-(C-!6Aw4cg;@zYVs-nbVqRWlB??A{h&`3CQbrOx
zX@9EljhO(+P3CA>gu;D^KZDpBdh1#AToTTb>QV0L0!NU|L8(%<z;1VDfmAaFvD`e2
z4LE_212xv_^xr|6^<QdbGwcqAy=NJYR+ud92@v8oR;9%@86_jFc)Y}<RX#|tY-{<k
zJxiUFcq9&<53d6!NtTs)qi&gBe20!~a}7+~b%#mrAL!X`o%R{9MV_swokk7ag4bq~
zb@R;GMtHEbbQKbg=%;xJaaCO(90hSxh3>{`d|C#K+Rz#GJ0yJWGA8XC!-*%DACSQy
zQJL;DV>p(l?B=D#g#Z%05aMfn4kKNO#_=f=aGY16G7BD~<5Ob-4ne@|rSwaB(posZ
z)5AQe(Yg?<@;s&^i9kj{M$_paBRg)cgQzA8yWfE>mc}`}9o|Tp#(ieAHL=L(O@!HK
z`j=zopm{o#o^HQ*40=R))4bGuwPU5$CK+ud4JP3@|JfL1IG0RYXb8MoW_1}fC!VE9
zE7XdAB*)Dd%=N4>HP+Q+^T<=bXB5HQ!Pw7A_Kisiwx->l!F&%XDekmXA7oo)6-=9s
z4s8cenAn68*j1AiBLZVZqV=}<nNq+m7u0s{m9nW!k(0l|{{f!DfBgP7UXBBciRkND
zFz4xZc3r%5SyQN|z64;u_TU?3;D7Ek4F31y*LXqZ2z)-fVhupF+*Q3MdQlPga!Ad%
zV=H82Pfz3J%Om6Kft9qFG+&gu@-)7w&XJbC{^jUo@6~bh@`fLym{?|FB}f<DQS$`Q
z`k5;?B&6GGE6|McH?obXK`3-HE^SL87&`{#7uIc8#D@pb`MUCcL#vR=;}8l;%vRW5
z%S!%oCnbb7ca5A21TvU%&oAtU!sKrp#98+=pbRtA4dcLHW`C2Ak(!p#ew+9mM(she
zzzO*ARj|Y9^^~5C0j~*kFjRS7WNd_B8))&s-BMCuHoL|AgcFDf{MYzx{l`^VD9eu~
z{{)DNJl@3-18|2|<=*k@2?*#+v~-K4DNcj3Oppq_$xiR(<Zs+jHAPsq_i{A`wCA|?
zX)iLmZzVOorN>=v0kjCK?9Xq1WL;KCCs*D%@suD#X>Ry0eXTN}`5Ck8ZrN5&0p$q@
z1j*~o#k_sIWcT)U;A{UyuZ~#nm8;qrd%1fbM97VwOCtEH>Z&V_^D`_P`Owh?L66+A
zXv_vry(7ANkY`Y`?k2lyh-q(Ko#`EcKCtaQm*wzD*JIZ9D2q;!%C{=a?ctt`HbL@t
zo8Qdiq+NqBD~|UB_nhsYCJ(k8V(LC|d^0Rrbz!8xbtSDjxe^dEycSg*oGbMWQ=<=7
z!fn&sYj?c7G5;j~h4B!qKX)mex&4c2-ZIK*s4#S0n11^r1R&l<h5~Ua3DvTVpJl^I
zrh8w~9Z+nAXvmlcZrQXTZvyzOz%)V%DtvQy;ke^(R;=sYF04?p^*QQT$E1JdX8flP
zCylu8U)qFbOX%Jd*m17!7}d#Mg6N4j5Bzz_E}~kCv45bMk$kVP+l;NlYMm$OEP@#O
z<Zj^YuNiKBxwlfIOZDb>f67#Cz|J4DN4b95`D4SU$J^Ex@9_4akj|B2yW3(y-d5G0
zU@VSpye|kIT+KSiH-9@nP~YbVC7kQ4=ij+ECkn+3-ue36`%}_QUA5$_sU^bh%UKhr
z%V&!eet>n*{U}4><*d!Hb0x>z(qE3Vt^NW&H5{U?08RYvU4_a8_76(kDLo%3>}&Tz
zZe1vC<ne`7Uo$<OV-bc0FDTgt_th@al3_zmW%nAXs;t~`s>n59VfgUMd%I_czXGoN
zq_oZq-LGQYYiB<miFeH%O4H153xuw(MBC3Mkzss`oUC>Wu4_{=VBC*9iKhwP-#{&$
zMKSN%3tnf&EWH|y^|5d*7zn!Uzt$h!93?kYB_0CZ={{dN<O`~-+cMFz(|cq;&v#S4
zPTz8Dc}Ct>MH@-k(0T28X1I67H}$U9bGN0&c1*{Wr~ZFC<AyeteqXZeY66vpq*oqy
z;LgIl+sK;Y`#wPS-X_YsDW5P?QSpvGc{O^eUIHTn2-YF&!I-_oA%Os_D5x|jegFOS
zkk97f+Jm?7x}qk`#CT}?7DZ&5x}M`_nwuu!RCQ=MQ!^iqgfY|HF#SZ8U>S)7n)rA<
z_j?h%=rf#gaB!q9(6aEc=>1=}A$uQw?kn^T#>tIyrRAJ{xJx-93%5BlHAjmYA(XKS
zA77n4eGPRnwYNuYJG;CNpehB|>?ED-0O19>qgln4RR+nsKQc1^E-z-37b;qab|N&M
zUw^C4!QGsb@?BEI2K{Qn=&5y?D}@(Vhy04dTSu^>BUc;VeD?ixct>>p{=X(OM&P;D
zXAZfBvaD&dE9|a<L^a!5H(K|q=#Ly#wM7szqc#x@O4KIkqf(DGXk$hWpILPHpm!CY
z+z~8elypb8Yh-+Px{|n!q&JwY(+%v(>b*}xFoUS+djc@*Pwy=MZP<I~wS4=Tj$v!K
zp+1L{_r9(uQ-6z2clzuKmWhiQ9Qe4ACQ$HNPN#ZCLeM3hOPP`%KP@`Wz0H*@zAPtk
zH^8p&W{0kA8QG_*UZs}MP-Bc#L4#zeM0+sVkr>rYISy!NJkGeS91Ov{M>SB}dB{o0
zV3&#Om%ET5p;`b&*E_q<+L{-Q_n(5^K;Q3sEl02iWnEHeJKt;)9#oQtyvfm!cHA^k
z+v!)N)KVZ#U1njS9kQk)lJ^lT=YGf7zxlWC#J1bYT}{vFUwquvq+L~2t!ndX;mi7E
z<H7r8nA$Mfw(u+cv)vF*PKufjI=490yBk-ThK7D|oB6t3<+1cq;REN~wXX|pv#=P8
zWzDkL&wm}l*!Tx4ZyQYNR6c25wr{qICnF~Qq6oY0qN4%#0)(?xtNz_>jphw6_Ivpn
zIq-f-Gx`YTu5`FkBYa&~h212U>ttDQp)J?slklU!pT!qV?wb79lO(dR8VPp<#fQH7
zw8DVy-JSuob>1>0mUQjq*jI?$lXS;I7Sr7ag+iMc6dH>x=-_&qNR|Jhs%Ud+T=DCx
z`;^F=Un?@Bj6O~J6nOH}?cc$5-^x-%Lg@vsgM$9CKXz-AqDmx^Ml0WV`;wkYKoUDT
zq@I^bqpY(ztlqwM|G2cjpOqtM2Z}Cu`566P-X$`m`(|Rxe*kQEFSZeelzIEN47u*_
zk*FzQ)m$hpLyv+NXqfv?&Mma<bfxZVJPmk>yLa#R?{Lw%zWoPgRcwsYfeM_hD`#0(
z?5Cq@J9}-f%HK-+MVECia_J>`>35@S^`n7>fzr=cYz|0!7%Hc;Y&r1dGy1fP{{Zk2
z4m_fVU;OXq^;gf*vN83gLcdPA$4X*NUi*JsbVy!bya9cC`;H5w_Dx;xHS4^+s7xiG
zX<1R&c)_c&r27k8HdGIqY3FdRd_p>tBYCvc>UtWVqDijCY1ama=(|4(sY<W7HyU8C
zX*bL-y^&FL3ZZ}FQ}ur1zO7u!gtJ-zeKdHpGEB`z&WJqnMA8@C6T(H3re_ds`*nB6
zt5q~F{8m@KhkDD<tGK%}UAFRt{rjawUyRrSX)8YZUEc9iQWd$)=rA7Q?e5F3sZkSU
zw#5E&>9Xa(eu)riIq~lm0pqpj^yvWPZ^7g^*0|@j7~XF!T(^-G<3-GVr3m0-1>2uH
zAaFwX>65Xq(F3rg{I3CCClBtIxl|8M-i~M%+{=5*M^K73h`w^SS>kZ>yRvP^KfYQ$
zU}_qacH?g>;vu)QIV4pKS5!Nc?A}?J+27&f+NVfoPE4V^sg|SX+4(AkYj~%|r`!3}
z@EA|^2RW~rSMDCh$h_6#k-ziw$>c(AKi}r;x{UPxQBT{4@38b9G-~i5J&n&h+5s1-
z)ygelE}|OeTj!I;hT5$1rA?Fj!-84XVurQ4I>N&J4>oDnieou98DOp(3$&A)3k#nE
z#HhB5U#@5sWOGGHz>12Eg;ILDb6t+4OJ7MlFTgUy(=+M5r$>vehjhiv`A8&o40028
z(+6sD!&6|CMxj*!SR`Eg<plE+%Lg)q#8KJs#?UDcQhlMp$^3F}*x32FN0HbUO%!Ek
zdN%tLuL-1dKO}Z&LM(%=hnha~Mx#u)421oiVyu`9<QMK<y3i8!S}}OkWG;@p(H1i6
z4hv>ngL6ycoL+P?lOEIN)2F5=q;02VIA!XvR#9wSj3pp7NnkLk&H?E@iS3aEfQ^tZ
zpZ8qA@Bba6zslNF#*$;AN`|tiNOFwYn`ARNO(*8usgPgxl~`6RLI(QX^F<1Xja3<q
zj`Tg!--{!tdF><ax$7%-3MSSK<XX#<Z%Q*l97b6I>pYOg0vtSqCW`BjPe<E^kLFtN
ziG`0eH#uG!o!3~xAl%i`Bk(Nz$#sPy$AJ9nJ@y!igc)fXV<QWuQLl>3m*sNmC`6)C
zuRf2AQ&JD-X7T%iLO)V8R`=MtmL9x3w2~66A2QRRIE~BC*ESj~NXYX=vQtb^vQA3;
z+e3oxJ6`3qwVtU#X!xMYF0NwpkYZHnvGlWAL3b%vQu;ptXdYusRX78U0uNu$bK3%c
zQClNQ>=Y(Cv#yK6E_J_O-V&DC3S+_1OqTS+A8%iA=}ZQhB+pn*{55WzKH6N=m?@th
z_{;t&ZR-E5+W+@a3wE{U`?ScD+bQ*D!bU;mpv$+bF8+q$r1<El@GRT+S?B+%xFk<z
z3Z_>P7cU~aAPCn`h0mXcxU~Cuf`8~Pzr)UTXq<+$(e@>O**xA_KS}}d4C4jQ<FJ10
zf0^_V3l<x#A4_{rcSf1w9AIpQf5Y{@8D^f=F`>5QeDeQ*I{C;Nz{Dg?KuZuE|K*Cr
z9;rJ!r&+O@{@kY6q?%gvR&LAzrUHnMO|~b}fy|0;Oiw}3a3U6E1-x9Fry_=Ync`hY
zig#tU&Q^Oqq|e7sGbt&xCGb9ZmRBej4$TRn{tM;>u7{dPbrm`Ih?x-E48UMAD^#LU
z7AbCwD&QX-jhBNNc$|dDHiAL*{KiQu|ELCBMREOlIMGt<IjytS?Y<AuCXQpqVC^||
z($Wwf3_x5sH!Owl_kB=sFZlpf#P8<I|KLiyoX%5t$BPGxb+q#%@OG6mdP_w7@(d2f
zW^)zB3Hdp0dDvfHv<>Es1or6A25=Ul(u0A&n>^mdjG|cRoMo}&2sDPn-4Q)4)IV1{
zju}a(kfGRj${EG>PHTf+*Hn{GMEni}CJco^6{eE)V(f4-eoy4&i+p{8LBa8*UnV``
z|7@Eg3}BWpNvFct3~8aLRx@9x0ozVK8GTHM54P7I(DGwh()2V=7L-?57(&IbTHCEc
z+M4`3<v8A{!|@fKn%=IKfL;U0fy?ADEqxabMn3!;D`<J}x%Ao5&$M?~xjg;+sBZE2
zma+QnsABH!7j^k!yvHUEz&IOq%X~s<EK3!L{*2nisFzZb+>8udKmPtqGdP2N<;Qi~
z4tq?tKn@RyLZg*FO%~_3R#bT}o%^XcAwWU`x2cX5yZmzV)q)A`p9VFZoh0kruk-ap
z;N(drvbvAzvG%xXbe_^2QKA|bw#-yeIiV1BJ6~ya`egQE9bWdX|LnZ5=b@3rJ27qI
z>z&`H6&7J{eoF<&ZTE@%2IC?m;O6TIU&qOv0UgN$`19A*J3Waw3DHBhVEt(N<o>~^
zj#ke59&8rP4cu2IPy2yfMpX8Z(T`Huz`^n<Cz{uf{&7uRe)d+B&r9-PJkas$zYfJD
z*L|$p#Mw`rlqX_kZRKoF>!CQWLQ}=z^r73`2%WV{MW3Yuek~N7o(6k6)oJJ^zY>Y~
zGQ7r=dsJFNbzu*D`e!8}HJ%?C!k?sqg{LDgXD9_`0gVYi+~(I_JiU4|(Vg$W!<w=;
zsJj)HW_a_k7MDstisr4tBB{OZkW`yu)1uni(Q+OwXi2_xF2M{wU=s|-j{@<$tX!Lu
zg}RlN<lJkvOeipK1Hk1!K=>Y}vRtsRaH1hBvw@<+TtRGiPEG67a^~$Yq*h(HmHl{0
zxHm{j5>3Ul%-CB=^r%yv5C|IL$q=OP3~&45NuNCezSND5cekraEgZhTsTVVusr%sB
z<YKe+CuvNDRk~29@@%!CjfCS5UQ+y$S-y^P+AEj$utn0r(B%5=RVAufWqtzrcjYXn
z3~kRqYwP1}$-*M<xlL2>O^|vAY2gw%gEhN-OsssmxjnGmpF}aH1`#4EC+0T7)P6jN
z*p1|vb66qeO-DoH99EUdax7-?F9w{vc?dV84ty;=#<NK;9|y>R7cV6da+<#bK4chi
zWomH-#c@+@FI8m+5L2mJ;OvjfNPdZBobm5e7JlZ?8m`T5@y^(W>vAg~UAdSXSIjKC
zl&Q9Z35=g6o`u3BWT+`Sn2m$s#@7I$8mG4=>v!F6c3=MMIQ~5&_F<6$Yrcu1G_Ix2
zF%<7ao$#Sdhgh?R(awkEV*5M8o|eOxGkbEUNu|S)b;#?-cxokJ%Gl<^DbEj_tQsg~
zy_R5bkfX#CClG|TmcqIVwB8FEE)3ljldSM=eX(;>dh>c{Z5?<YdnsF<sUAzaaB{_^
zkt0Lm5lV<WYb~36kXMMB$`@%Nvd4?e2?S}Rz>-N)n)#(1Z>UtDT83jQBH0s6t1oNs
z1GEu&WocBGqje?Aai*!(a(c+;%>R%(4tezkC$*JexR<^D<jqBf{dvOu_STH9qo&ZU
z4sLnBo^5sE``<=hDfXPkMGlJL#Qx89@jusw0X5iYMI%;g)PgcVr>V06z-tr*puXJK
zXoC}dLai?|95qkn2GhVGMk;_S&WRo~$!S+RhP+se0>p)|^9{-1aIt@zT%Y8Fn1Ppg
zydCm>Y|)#PXBRodp5=_zZKntnYi4~*#97Ho*v~<OkrEGk!B#YSuSheK!SoO<Sl#rt
z4_!N+ZWZQm`)F$xZvIA~)SYNlr{%$&2Q^*FrAy)2rWj7JKq;0LOV@C!nMir$HuB~8
z*vhVj^?if{!7Q?rG!ndBIz>A6wkg^`5)4+Sjep-~*{Z{Onv5n>^+yn64QyLg_>fl5
z!<7UE?{b_}7NtQ84ap4#6tpOmU(2?dIoIR#X0f!(W7QJD&6kjS2&BdrG<u4|V(A77
z%IB($EW!N_ZDRiczF5-=hFQ{$9x+?<z8Ys%;rHi}IZ4cI87aJ|)D%k_g-=x`kr8MU
zD2xg;-K4_Jeo0)S`)3EZ*f27~bXK`C!OY{SL)e@8o{caAI#=`!3U%LR@ka{apPbj%
zu$kS1!v;j{(n4wQRxu7uVD^^nZyOy3$OV<Ogr`mxjCo{7;pg=^WNGXR^jX}U*G{^{
z(h`fcfT9K;)~@L#8pS<&_A2E^G6YFcVJpvv(J5UX20j-1JZAr36prV5N=Oc?RwzWF
zQbmC~-V*j#0&m;<PC4VITjY0Gs8OSDNXGTo*|Zo$GzO&4R=LS=FZ}vZm#Y)Myja?l
zKAf7%K;3d@(mTBQ5y&lWN&i?X`gMsNx=$AAb<f>+Oy~NO<nQjwzy27>=-<9KOc_*m
zmf^7Xlnr!l5cw_KFJRN(CwPOGA%VSu&X2|6me%PLLGhqaf}5ZtFNPY+PXagej+m*I
zqb7F2+F4ta|DVQisr#3IgrO8!cx%xhRjFNYSYQ0hUAy4zTRVP}je?vNyLq+Or<K^=
z*Nt~B(`{+c56fP<x$}v$`<;{R|Ak@B`oA&EK>*hCu|WBER-?k@ed@(ObyA-FxF5MW
z@lPl6A*(JM$MOxej+$n7(T#uq0-oQZ7$WZ8+y$CDv9hbD-d<>SiNJwHUvyGy)M@%s
z7S3)=cO{Itngo{*0~3D!(g>zbE#UhB5Bfp<?A;;toy`GR%Xfbzz4{dO@vB&xYusIO
z@7cnFX0T_Y5wOBnih9i%odTloQ$6K(#;Tu4xA;&!fIWCSYW+hc<xcQk&ax-O_)(nX
zveA=JCc4gA68zDC(Tpx3n<>P!aD-@mVc-jo4>H7wrI!df`M5>z&;4tSMthSR=x5DJ
z;+FCx5GV{)M_Vl?!@0&$t1kXSq#%uu3jVtm+BYOFQ^Q{TPe~rmf>&5YW!q={>;YS%
zScufVDj})*1%DE+G%Mr1SmLv3<>}VZUt*&!s2-NqJZouFR6*+@fEQ`vY_!4{{Z&4w
zz?xWwiOa5xQc-jG$(vK$RjfX8hrke_)y~C~V-p6muJZEO#21B{RO?4AJ0+SB=@tRm
z09QIzu^{8({HrWO>F5`FPua@gm|DW=!d0j=N>Wx%T$*U3Brv?X8P_nzAXA@W+ew&q
z=e0rd!}gV>p=qP&toM)Fc3BrmcT+HL8jVe?&;$U?D%f6aB&7N_K?zLuaYUl<a6Adm
z%d09cnEW-I%h)$YRC=4&X53!(R%>-pIYKt-XJR7PgaJIiJsI-UYH*4OhgHk;{^V1}
zBz{{H$<Eg;j^PU*I6=$5kFiy|1-Vu<n_lR_dmIMkxhx&$5bjdUC++7qRE1@=#e1PC
z6=md}Li5U6FfeYw8dx#DDE2K_4QStL1rgZ^MGHY@KEOif*e@xu5|f@`l%hxl3|G<F
zaJE8=3$#xyi6TH5@b5tuDAdD_BisZQaHb{M4ce7u9iVJ3eu#OP2n&BX4d(^QBpZGk
zF*reu2xxhY6v~+ob{H6DPs}fJJ!CIqN}4QH`MbH4(S7ZAtsPCgP@4OPjG-GRde2S=
zK=cz+Ek>ay|LcF?f320^c=K0fN7)A4Bn0ood8t;&kDq4+R3KHc+LM5+t;V47koENj
z)uwZ`&R9{4nYTypWIy=PkN0pmvOny^NkPr&u87?7_G)(dBZd>7Y>u6vvQav~*Oa$q
z6DwF8Q-cWLnrymanwH>5C2a$qc(;Pu)vm7Nsoyhinj;1z;OUr3%aUiFrbPU$f1rkU
z&MBqq!PVWSo6^#mBgDcaB>f5(Ner4a%p!)LPy-?i_oLeX##%^BX{by6{4fBCq%qDM
zNu{$QqMtZ(`d+eXF1aBEW?(`n{Ez6J{Y^>vk84xZ0J7g<_;r)}gNe2EC}NtQv@xLt
zk51x3!3i|XV2G_OBAh;hp(!vF%EF9kUB!^9&<R=*RMl<ymlxI6cip&?^7ynMH#T#F
z9S;L;DsvoBy_8TIRx83704HhUh-W_^ffG8oyV3CYWiSt)^rkTq(?x+>lE<V>>+-KL
zBgK4!vp*?`XJR-aW-P~Jbq<@8DyED>4tdj&Dm5XL(by>YSl1ACPLDzuQP4i_V1g+k
zQ3Z-AuVv<~1K`tYRJM{$7-16_Tf^KXF|oS-q&med_EC`!KekBRx18!y?A$vjJkD=a
zhp1=z-yLZhZ@?oyIa$YLraDq1FbQkG!GsQE(g1QX`DyyO(5#BZ2dM${#-o%jJyhks
zzE*b&MwBG6)tYWrdF#9CysWe#_Gj6OdAp_;&|7?8`m2h#&J=9WxpwyZM1$a<0+v15
z^w1IFv5li#CXDm+E0oh;U0dgtG~MJp9fdS2iImKmn&f-rC`n^l<U{xf0E6WtV|y}W
ztSl;WspH%0@ji88)H4~*QPDb|ED~93G=gZYq|UMK4FjruRH8F8G;*-zjHKFgGs4&p
zV;^$sG5sHe`TseJGv77J|M7dhhs#7m;$q)x>)S_w*v=0{mDbnI+@~ULJ<rF>cl)AJ
z8C_m{N;`u4%6{q7x}q1O6ll!njMUGy(2AVEh>jb;<g*=&fQz;ANB})8;vUe(HRB6s
zLFQ`58B&Ou1+~kq7I>K(|D?+iVa@SFe|I4Tc0&Z>!y_X(%Wx>{_%Kb@ELXV#Y0ck?
ziEo@{ayP!Iwr4Nm{PGwX(4{zFTzJ@QSi#TsK9^7PVY!a3t{IqU<7_&T$eJQuWu^$e
zlmgbPFzAc@)p6<ztI9V)@d6~uiqI&>&$1(_PV2#k%K~DcT>uV-_x>g&CT}KZIwZS=
zni0o3=st&+6!~8E-<D%jf1qPvrA;gt<ET)tLKB&KEWDs5MNLK!;3J`ZKCcBEOkCld
z$~GyMZKTdJCKBoOVW2-DweA=zDtl!ik=p~<%j=0*uFU|S<eGtVvZWbWi)wvYETh6b
z3p68WY^?ONrc6jqpQ=FProSTq@<`KoDdki)X9vSYo_mjQOwCQNTwQ#WH?5V?gf!3~
z7{Y8wwl*5+$;($JU_ls+flx)wkPL17`JCZ4!%toVbuZ+>dE8L|4A?Dos(z;R`#_nv
ztL~SwEj0PADqmu(#MX^yWi5ek(e$*ym(2n;Au8mpg1AxJlo(Tq+TxUntJlEGmW15%
zwAB{J<AVwJY*9+(z!1;<^4qbQT*hvpv#W!WtuiuF%2K0FWfK#-1sIZaw>bXOPi~1L
zih=U;&=DSRfI4c+jD=$YlvHc>AE0C})Sdp?$9Eea3Cu797V6K@!Mc&i>GeczxFv~*
z#^5JLQSm2S?5BfSPF;RGlP><IPJDS<a2u6QguN}YUj|kD2T5J3hC+et4+QfMRofBH
z#=xh4O04BVH}y^(s5V`Me|bKAf70)h$v%m9IDB8E<L8jze?jRHL2?yr1`3;;$<I!1
z*q~c{lCC{6^MuM3AA+paXx@$y8kT<=cDW+`TGnUyX??!T%t1Y;3q#;oPxq&#tk6+?
z0fvqKW}y8Mua?^0zx`JlM=3_R-hL#;VzX<29+u%sJdId($2O9K2`u7&mm6?{^n~kU
zb4EW`m<a0y)7iiP=)<kg2Y2Nn5?O#<{}`wdvHz=^&xE-2tSZ(vp*-pbM~qR_e}LRq
zhl)@7(5&j=M2@5ZLVxPVjVWXP2%!2}TFYM(Rzr^Ej6jWm;yb^k?ss^KGrrcg)Xn*5
zDMF1oMaC%2zD%Gc(SwZM{IG%|X3oW=zja%;?3!{L5pb8gXZ@N7-+ksZO={SJV=B#X
zXbj?r&LzsIu8e*v&6}+cAQ0~E9GNPGzVYvCn)Noc9cl#72NF4lb!es>nMk~&2FRjX
z1aRxnl#1s655U{OXKJ1pk*&Z3b5?C}d{9+8$c!HK%y};FhU%y3%ndd>fA$WK3;{uG
z54mm>IsYqv^eKJ04qP!*%j8}U^PN-ny(xd_CEK+*#yPr2kC_0|<jE_SjWZF~M-Dv@
zjLv2gXG}@TB_N)on3ylW%d`Fi9DAM1pNE_~M_~s3W<}9{@;7{Z{|h&%W~k~tdgAHe
z(aI$zlC+tN#*pT=ly)vt-%+{^HO}K14skGpd1B5SS?*ltYIsV1Qn`G~#B1*%hm6m@
zQ=ovC{~n*fhEl;^pafBXIjO?b47HeP?4_J1Y$_0j%JOqmk%0)S-QyFwk)$zS_p^62
zbotB6w~}=F;6+d*E$Wj<?`_!p5PuK2%=FV&gs7};bnLPFInCeJe@kjVYxO4d`u<EV
zGl+<Xc+TH@ID&a7w|9o~PrH7<_@?tdT}EAy9((mrCb9S`i;LP{s6C$W{yhe2Aax#i
z&J_D}@L2m?lZsnrz2~)jDY@lI$Kf*vkm8D+aKpyBoy}fs^7nQ5+OYc;Oy{~K>9QK>
zEvVR+mFZZieI3pX=07WY^7*2beVSS}A&M}I*Y+;VNv?vnA~@IkVGNuJuD?_ZTzC@K
zF`<8Agp%9}qIG*wY&sm}q<l$YIxd|^_0OSDKFTC(M4r59p*Jy+bpNpHKS15vQia>e
zzoMut^3i~*-ORw%4_m*~qXXWtk1opPrPP{;qz~FMMrOU)=yDFvHasdOH|bV0FOBLm
z-f0E)j5E%zH+FB(r03Ns;<iP$Uv?~R^U&uF-+udgiSsXi$qlTO$<W8ZD*>wLBh2))
z4f5D(Pol0e2BKG2Szum>d?Wh)em-sW)4|u3yPPZEjt&IZSAuP&ZM3l>Z)QQ8BTpRu
zMx4tWJM7IYrnEP49b4=bCj|upk0bl;>t?bhX<E~eRTr^*DF|v+S4z3cqQ0@QuJ}6l
zn|qF@zcrgwGHm8I7CSuyrEb~T>6F79=2CYR4u47XZhgb*9_zh4f0z1F?1AO4gbyXw
zO4sV&J@b7(cx|%J|L<~vb1^O?LD+XaNYn0pxy%7hFV`Wj)wn54!&WuTee;i#C=bgN
z<(lLagT@$eHZ-={>cgBU7_U)c=y4Dy+aT{zap4o}<OE=pxqBow1Y?#Mr60SL65G5r
zX&*O2>1%!cxc4Kcp-8Ih?>y!H^5$YgbjhgcRJ@*ZKfO$Lr=(LKE0@_IzlPH6A|-rr
z=x&K#KUS@{@>WX2wvB%>?$f)OsM`!k+RH|9V1pH?HOXoIHAotFXa3sbkV^!Rpok^&
ze*ohq2@ln8f$qF`1joV6Z(}>tioa*^GSn8XwIpUIgiOg(;vq};@)o8+Ez$gWVBB>O
zLaYVIb@lOgQKkKv1UoD1tJG7}+g_C<6mPFRA@UfISL69F>xrII;ZI(CUU=w?R52U5
zy(YvV)?bt%FU_LwPi{(ged70JIJb4e=RZ!nuq6}}RZ{8SbEn-Cmsj&tlLZYzzj40T
zr8xK9V4KJ&0<UL|YB{J9J&R=jY}OPg{wV*(Ulh9!$Y8k1En%-~p?P<AuliG0yX^7Y
zQui)r6w|5_I?3++8}$7(pVeC9tWo{!7sbbk=d6G6-3z>pZ@cUF*7poW-{hBh?A-(%
z+x7E&+r^q74KcP-v}R6kguIz<`1H|>!=MiON<S?gz4o$OV(1Ln*?C3Ld&4bf?O6j$
zSUO~On*r6f!}-LohxhNyEm0^&E%+bks%#J`E@u9_UFR!~joP1*Q{%%37>10mhL_+G
zLP(7u4pLlB=(_^Vjn^rUjOq%5A&ttu;8_ZRls8sV=%;c?967tZ-e+5p82pM7{^gkt
ztW;M0%H8nC96oB5kNEeUE6htpR;THF+ChEuLx4-P;7jtyi>svr?#BT%&$@016(qN?
z%qa=#Ufq3RXe6BU_~X^T5-wCZaU9zk<v)OX#NJl<x~W9H(7E)vY;l&|G^(Mw*n04X
z?>0&e4ecizH5iBes2%DFPLM=F3MHeBI^rsM%ib#-+y0I34mVS?<NQmAPI|v#AKKHl
zX*+W+^9hD3tn|FO#<;d^74%!e&$PD3w8A#+ZwX1#s65RO9L2Mg(wQan`Jd3>cVSa>
z5?^f&%v{{4x7MdvvXP0#hbFp+z>Bt}MWbk-R<gW}C){tqh^k^OmCasNNq43onkYU7
z+WwOT@1?G0Qp}1S>3hchYk%L*PCsB%L&pjJnAJL0O!e-^OxXaX7xtHWg?;*YnvFKh
z=lTMC|3tVd{t?c6dp&~nCS5Yw`00GEd8vR3$LblE0cl&eb8j^YnZ5P%aGA4h*U=Pe
z&o5+R62H!y%a&&E!e=6p70<ha%3Vy?HbP_<`VcD#W1t_vJODu8`?k#9j~jg2-lS?H
z60+bacocs#^3ew|x5C+XP7|Lxq9s04P-VUCCk{GVakU{V(=?88tZfNI8B`cj*5B!7
z+5H5jDo7Z;8~v=)V*wqfl@Gxpdw<j=SKgqjglwO#z)HWUy^SbCfL|1XyK^Dafo4_z
z5*GLCA20oJET~c|$U)}1GkJT{bg7FaXaG~!c%CFGu}MZ>bK3bib3X7j3|y^@v`z*9
z9Byo%?Y(c9H93DV@g6#AmH}8FJIT6*Te6{mF89PD@7Zt&wrjkUGZDDwWnH^}@2IDX
z{5i$F1C6$=z56FssKD{CLWgj;KB^-{_n3Owef04WFHcqCl3QIL#HBCZoCYU=K?d^%
zlW5bQ*XhZyPM;z~f%Pi0S!pU3=t#L}{BkLoJ8K>RwJcsk0T}v-Q(Vkn0^Y^npRI$U
z`N@HYTkZCbb8naM&O~Wt@)~zC!sQNM^~SLU=0UCNP1&c6=qh&Cv?F#LzbFlS2VXw@
zvXK6ZpZT3&r&5llxzJ|EP#%OOOmffA=@#7VMe*nS{j76tx0uC0F&X>!_S#d1Kbs2=
z>?nQ=C<teT=c@3ok22pd7kL-v?zjaDvjxN}Fu&bpOHcbkuNh{v(^eDY(9Zp9g4jI<
z2v5?_36Pu2y<ji=?A?FAi0G`R6!*D9`Cg3BhLiGZz}utVPI@cb^@5T#LTAUE@|=9I
zokX<i$TSu_TA)m^l6Ibs_z!Tiv~GFr(Q~ghojWaF3!h{jya;E``W<@QH8Moh@b+IZ
z^lXgsofhqikFNO)wH%^(jjRZ8u38e*oAKAh4!!Fqr@4l)y!)oZoLT))9Y%E?WSupy
zJ~~sVH(lCnUYCeyTR}ToYZrO+3|pVr6tYC?18MPc?t4x?;e9qoSe+aEX29QxJ=fBW
zKCmy*Uo15azgvj)x$ZUcg8tnL&wjt$>j!^0xfb5L{q(J!F;TB(RRLZ|HhF3SQ8w61
z+C)+X3x-s<WZ5YOxk=bq8}<_Ngu?@(^|5!_?`P~^@mG(TtLSL4m#avuTmIt|BfyzC
zXyYwrQ;}9VI_o0mx_j3r6^JZw5g7V(JE{2=r@eNmBcHEj-5{`yEX9AVx*$mW;UG28
zP-&%ZbPBUL8YhzYUr|eZqL(X1s;$(42fA6uJB>YlqDS?|ZkY0p=v5VbCEA0cZ!i0H
z#1SzQzIqZIrF*XOJ+>>>M^|evcgc&!?)zj%nPOvp^3fr4&_zd8S5t*UzFu2XrT_9n
z4Tb^5QJ;|d@08ffb>)36m*w%zd~fT&28}uv^*DULWx*IX=&n?7Vaz7V!+N9YDqs50
zTy@HzTg$Ja+qRt#emgB=yr=Ito#pvzHQX@>Nd@F36*%Ty7BUrhImFOep0A0gkHee&
zptVc%u$skCq;o8+wBTFHn~nORZ5CyN*50F+g+0h%8%lL07(1rt->wFwzjpA}0kgWt
zVqnexBGyXq?wQ)FmD+1hhBqGje)Q1;9fuA5jwTHDt+4m~N$C*w7bOPB)>h^UZH!zP
z_oD^UrzuXO50;&zIN!A7XqTcY-YE%3rqx^#)0_L)F7RP;sR}FeczQg4-(u;2Pck|n
zg5UMNnJrJc8v)byUcIVWaJ{G~{VY8a#G{0IVwK{q`Jxa+9<Qk{G=n*gKFDqVSa)UW
zqi^_c^9g_RmAw`7xoW3%W8v<A>iEI=p%gV-)+O)HNA}K7(rZq*pc?Gy_20f6KXH`r
z5pfwjt}Gk7Xj8Xw{Gckp=&m?-)LpF-MEf7WA!X36KDA1aNg-rMtr2*a+vjwz_P&~Y
zyKgH!Z9P(-jK?T%3K8=t(6;nNh>;>HUch+chv$iR&@xI4j&Q{Lej$+)(q?`Nfcg00
z_KSdgMi4JA4*|!wW}!ys>Tu@BZTPS$6#FNC#_;_=ky!x6LqCgq?$1h-WL0f*T^+T?
z5<HJ_`Y0`VGD<`&xavN=+~zND=zI6I-V=L5Le!OeGb?)8Inwq0ELFktT-pEcu(LdS
zFDwqE3cl-Zd^%tNL{~kW#d_j-PjPYf3KUssqu2Kh5T>J!k(sglhH_@ZbykL_zuWWE
zTMYOHm6LqwG3_2WG;^+wj-q=*JH9f6YY!V?;MPH%`Vl!VzK&Y+n~uPwqcmb1&@aD!
zaii7`Ww4JT(H$1#622y6k1dlri_zwoCF7lY^_@%UmGv~^x}R7=Xd!vv6b&FPQ&-bl
znT+f94<sqXa+0YduPPd2APN-VG8R~Ot!DIMf8VQq$U&tAHX$7xw38AWKUlnFKf~!d
zZ1mT`x5%v2t+;F^9(3MVabCYxCb@zong-K$V~AfYJxwh3>T63~JuXJSZ{PA>e$>cJ
zY)^rD?~~@nh<lyLCvwJ8o*so@kUTT8FshY9Ik_ke>5y-4*@3Ho1?cvdocQOB?i)bH
z=W<QrjwLF99vmX7X;{-U<lhQc0%jDok_~_s)p~;S0o=uK{d;W1$qU0)`O3ummM{)T
z9uAEs18Zpz))2@|sBAW}1qZV%Z@uT|_<8rbJX`=4@6HmtuX*~rL&I77Lha<i3vN-x
zFSCr@*yyp~D-+;63+>1;Nyly2RyMwJV8XFai*{2>jNN_sDU+3%=?<F3d5XDIm5@1V
z?qJ}9iWB1<$F#B18VX8O(nyU($DJ|-5j(jFe0lsdVl}x_fbIVPJOVl>sEn4+0w$ED
z#*u8I?SvwPbi30{La+KQ{gkPbOpx`=k?v6@nHZ&cfMhFV!OaH$j%t#h<ByC5R_2rW
zSo2XK(%icB9Vq-281-EvBN1$Na!{#odJ?o8&qN#T)MswP#}Wxh7SJ~xX*bZ0*p!YF
z5$jI(<G9i|IlEY9IYkp5ty^{+ej5K8A@TfVXPCuI(O6oZI*>ye4dm9DZt!W6zU5i7
z+^ty7anN4*DQn*K!Sd{)Vg#u3=iyn{w_gkf3yrT$d?u@oj3{+FcOyEkiKT?6D2g^7
zO!G5k|LKtBD*E+%)__an`D$_g$X};{0iUXup)sDx=L7v9#YN5#`2P;KBMN7-lc@FN
z3YIx$D`uNcOMb8uBZHt<Et1JzA9YLNfK0v__+vV;W~aw31`E1som*98pC7d+yzIhM
zO`X1ikCFOUG9-w*Gm+^9Z|B7v##3EIjg^Tv56P&29~LfN(*y7aJ^XW7b8lbtI==`N
zNOC=V-8{imQiy<fn8AayHn3zj6JY0aRa2ArKkeLi+}(_|&@BB#+S}jF33<dVITKdf
zu2G`KojYu<s&uRL$9H4a4xL?7omGE9RQO=-o(<Yqm?J*P?+?aM#$sJkDErWhL+va+
zu!vfJscFa2y=t7X(DB(`XsIjw$zr4ITSbWDSuUFbe(h6G#7_CF12O4{*~oonAv#Mt
zm5xHmQjfSD&=85LHp7;T2ux+ac~lT*1htXIPzf4yd~{1`JTuf3y>oiv2+wQ>ZgpiC
zcI7Q=fkZvflwQx659aDTiss_grft~KzV_o%XS0X20RmcpucVO{>c7N=$|iKTXIIK!
z3YSP1<vKfEO!zL4`J#jsRFtCzLKiw%wyT9e(tO~<%vMlvD~zrG%tfItgLN>~EC60t
z-3rS!=Out24<yN;zgQQ_(huD@n!ZSy?LW9|;i5kM%{foP|4mvjSw8fQy`&@NX><X2
z<zJcB<FAfsSFibxgew2o_DPa-Yf*<Ig}tw+WK?^%HAy^?zwMPgJv@khLn)Uu2jlW(
z3h?x$1fCMVf)2l*Qu4tI$`9r{YgVm!ZOMwlJ=zS@%kVGxIZ6j77sSJphkrlPw+O$u
z#CgvURd>1$maMB$Xph~OK*jlG?TpF!upuSiXEnUNCp?sBR*QzvtXAiq*ZMG8!VPP@
zH{1yq`w!8C<E53DS1->7-RNGwuD>sh(1(mqK4oPw5Kc~{7B>IiIsE^czx<!)I<aCg
zK^J?13_rg#eK?yI0&+X#Td7@zVJV0U<0@&!OWB{l9i{1=su|J$KXko!G~4n2_Z_oB
zt=L5c2@-qOC>5hkVn@uP_SULZs#a=`RwMRSvG-P0TWi(c)uJeh4y{eEe1E^|zOHkA
z_kEuu$H{-m$!ERaujlje*vP<e!875OGd&}0FsSY^_h(pia2it<%a#&?t!6<CSK&sL
zyP$hFnEF`)$&+_q1ljp{;$p@f_S9`i{0mJv8Kk9*?v=E<+OTE5dLe6sATrs?a+v?(
zVSn~hNDu3l2|R8@;VD%H98JT~24}GfzlBDK7X-4PqeS8EJ1Yw=vQ96;%P|eb`6scw
zUTih^(AzCr%1JNkxLpzL!StO+s^IvZ*LmMW2ra=nWhv6ytw8jU0BNeh!5-TIoWGnI
z@%UttZQb;}SgLKtU5P$mB6#pkFVq7;MQ2IZQK&8U`C4e6Q$g%-VVNNb@r>stcAxa#
zAAi67#XSE93mQjgXt?uNRQE<Fsm-F&W{lgjH#Yw&HvH5rJevh3g9Xn0xqM}sh91WA
zB$G*L>ob3<d$KVw9{y!mR)$pf=k0X5^=Ze{82?llMx`nGN(eit<O{5aB){_8qEe>=
z_Dk)eJnnJ}IJOUu=D(XolMwC6bwO@W&;~bmk;Q%Xj}jYL$F)7mrNyD5l=_S)3BM8Y
zsq(35Rx}pRT2%&UH+OyTZlr`Z9U+4DBUDt_jvLDi`=tAQKv7a_R*T(p?eBCVvTOx3
zibf7pHOw1Jgt^{X7qS#4f8`7`Qn=1Z#>`5`T1`v+k#*nzI9!y<DD_!NYXGKWWI2N+
zg8uWT(+<fU5<1WDv^dW-wd&QH!Y3CL7nDQc&ip7U;rpMLxZ9XBWie=M6eLLlkKmQK
zLtxgXR4jgBYUlOVQ|%6?=l|^h{f|_kZg6+-#o*xkU=3b>X!CYhREEXr@7;+w2#zZ2
z$8<=BUrV;d+E57U$-Ew7TTOC}Qo|I3_yNJKA@=;|&3M&}_%oWBnnkLj?Hf$&UT;0Q
zDb0mcJ6`_%_pLHbs_$^xcQg-~<A?_6i9Ixu{=i=a|Ih<lv114TV6X%nf=s=6I5w<0
zlH*S1#k$gIFOV-*w)29|=%*SxPNET4R!QB9)nv0H&<ehiYe;aF`+1WB$=}9tiF&^C
z4`5<<=0<{yqb9q>hx@t_yy==3+I&aYe}Gl@GZZP8{h@>Jq}JshK&z<fw%Juvf7jno
z5?Me^NSmfJfxZ8i;6FeoZI|R}|H$C&SDk~ce0NX3*ci>Tbq&t`1GxSJoW!4gZT$xr
z>F_vNCcV|IBBcGAyNGU$9nMGx<X$ehhlUz3ejp~0zb4ikGup~;OMV4i4p#T-$*t<V
z%A_{;Y|lxJTmYZ~=tCqq=cbBGBAPR^^>f}_2yng;nc>mRHV_qor0StZI-^n6MMDx?
z5p}Hsv%|$2D0wG$WuT1EtHRITc<sJW5XG(^r3s%+vi5vmvQe6e)fQ3|J2bVC3VRW&
z+ukFH_zYKA`~<8dL^-Ex>(WT%%{S-tWH{5Ar!~IGGe;SzcBknwW8z3PcWJ2WD<xMH
z8Ct8k9Gu%onS32yQ7XcG-b8M7<l{Ijj3JZRENC9fJMW;5^K~A5IORC7d7(5%y!9Oa
z*-+bY(!efLW)s9)GJ{Gh3Ghj+hW{ozLmXQG;i9$4AA~!^S>}j!5XZ}5r|bnbJ){pq
zdi+Cu;u=lJ@@Ws-U;)WGUYS*(jvSHDxbLGM)ZaGQr2KA*>kmv_tAfMm*|d9wi@v!x
z={%$*5pa^y;#!qs3n`gxte?)*840{F)Br`6So1{N%EL3oJuLIK?B~iO8_Spkpr*5B
ztXY|-G=ku)x^RXbaAZW8Eug)LME*)0n(2B!{R2p;3RWZ$uS<Ol^pvj(m;rQAyyBhj
z=mQR;1KpZ*K>&r8w^w|08jw#B#J$hF6pw0Sgaw$ye$;&KLO%QNAqj|yK2eMb0Rj~h
z%Ap7na21Q!h`45`{hr_mU7syWGm^G1vY-;O`V*Dp=__?V9Kb~|9uwAl2}z<jy^6Z>
z7ICI0`G@HGDt-f}LbtHBpY`zH$x@s(rTyh`z+Jt>X(_AK3S5J>y@p1{D<OySOfHlm
zEu(h>?(8?GXH3S)m0`FzCF>Rnjl<zB5bAB<gtmnw1=rZbIG#q{`L1T&-@K>ZYhH>l
zm#G;{Sy2&YQ-n!n6tl^%37<lnWH1$IB;am{wrz>e$^4eK9AYpnyv^EZ@FQ0<xpr{h
z#mKND84>3+-cy0mwiX+<=zq0r%uK*p&yXWS!etVK1|E*S-Fzr}EYgze=VaS+?cOop
zFuQF2#9e#cVcJDDkzrG(Y7OiRX-zIDo8}L+%_B<2mlao({sROHIMyM_w4q4l?cy!e
z!~)BY$1H-dE|Pzj5#&txwl`<&VxvvD+r1?ys^k*-RI4{5Dsn8>018J5*kuVryD1^@
zcB*dh0ETd~3oQUrpqgg&@R<3KS<QlsE~pYaQN)Zl9>!=&i&{=Jb@l~l$8v+lXwzu*
zHOz^<1oM^_B-KkzJK|XE>nK1jnHt%8cew~Av7Pj6!&yA6H6f;1JkEm6wdv>Rz){?F
z(UUosm<-A8a%R=wGy9-YaKd1yRiZUhrDJ)WnAWro1*|e*Nt_i@3<ys~)elU|J92Bl
z8(vQ5YTJg{VJ4bbDnU)rH=2w1Y_h*oGV5zAV{oau84Zh5PDG$y4e0H6I3SI(P~xL{
zqnv~#b{&J|{#lKdtl1W^djfF1TZNP+E#?9$hEl}pct4@j^D+0;toHacO6tT`Wlf~r
zFLW$3@UkLla7fvw>@qy+6JBprfkps~`|lUoqsKQ-o}%bocmcv;s>i<@`}ns#4j)Bd
zl4{yLRLk!lha6pz^1*=CT5e5@KkrjI*R|%UEuKD8#<2pDdXu^4Ae4{5OghH@t9gy4
z#Us!J933u|>0ZY4A7&?c-}_?Saq9;zIvR6U@>@<UUS&TT_kI4_;zaqeBV&1%o4kp{
zEu>1`m|K9@mmd`7D_J}+BbncD$I6b368Cop#qDiIxoH+AUpl1KV<c$6CSph1a$Zzd
zQZZk?QesA5DPu6@_&I{;&#K~$2iU6X72I!7^dSP|N6s9FcPQ4cymyR+b<7UTq_3-!
zINyS4gIlW|&0mZNT3L&^i%p~!F9ziDK@Z+he8m;JM;_<1>GbqkgQs>Z+}7{Ov^B%k
zTmC|H$g_+G0n;I`r7GZ{oI`jN408MJdi@g>E)f*cK;}oG7;WK)!a^F%q`A9!gA-UF
z&wgetLm%oQ+kkc|Q?#d{rl}|Ua{rc2zISURY&uLdqf_c~&avxE6=j!0+g#(~%HsqD
zqY*mvTm<VL27U&94DGqBgod*iOe0S#QyW4@2?L#L6@7^mgJdTk<3w0AE#zSsw{NWF
z5Tdh%22Dq$a<~ov2&atZc6Yf-vV_8XcU?EaOFp=>D0u9+`KV~CEbWoqx)q<|GMZz&
zG@31)0j_p8H6_FOvJkAK$O><EhX6k1zJ1`aPib-U{dGctkO>wmEP#}oN)cE3kqMWL
zHKxA)fq|~hmX1v=3LM}Ew2XN6mt{-0#lE}9oDf6SOiQ^^(@Pqzrzln<WmPDRF~H}d
z#>PlOF|mhVR^$4SH{(+`6_7n)IBq(-Ia|h#F(?7ExOZRSWmotnQx7Hjj5J#Qe-u#9
zYtuVdBaXiPA?fJ(?+HCQKAYHSO=LzUwCa$I;~9JuPdeAI`r-S*96JS4bk{r%09`!=
z57imHzg1F{zTDMj2A>=R+}<A_ue1Tt+<q|EH9VmuyAww9U+Q`hA9Ig0-hoRSh|Tl&
zBl9_=2OiS(nH7gn3GU=wmqCFEX*a0947B&xMSXGpk~tfl_s-E2vd%W8X*@Gdi0tyy
zH9~})&=sew25Cpc>*d@i(U#XA&`HbmrQruB{>JB-8nr>vg?=RhRqDg&xWjt=fBstH
zC8)-6@3&<8-!Y4PcF{#?Au&&zVUqWvB3(CH>zAtFJ-BW^4k@9@?D3Fmr?2drliWhC
zl(|kh8!B6ut|M|3LprbgX<=drhW_h;r5Wm`+8YxhiRIiNtorp0rC{E5O@11B8NUKe
z8K#<<<VRI+hw85*3=P#NaiVm+(o#9wrB<g-zeh`kZi|rfB4lQWn-2CE>hw97gw>+X
z-Zzp>)KjIAsaSlhkErfdtee?TTqU7VK^rbsP^e#=9SWiyqR>N3X4Zz7&syR@T14pe
z8}`9Y;`~+3qi|y>dk}`MgM3sw?)>deWPq#XOi>REWd!l$ww61qOSt2kEhe|uU=gv;
znq0h+i|HFB@kx~eIyi@P2R3HF0ws~4WO6eDC5%rJ9he;G+08K#j_}ZGvSaDh&C04U
zksgiDw63s@#&E!5q^w~Ab0j7QJXOG4sWh{~g&f;V`Nh6GH<K$UQiQkqIt!GzWN6&H
z1+vIpxL$PL@yE5PO4Tt!z%vVH{$l9v>b8X)gqK%rHLaeKro_+`O}f+QDFIu9Ff+_y
zC)qHLZ@};0dRWnASwq0##KM%tLK+D9<t9;y@U-k*Pf^7j>Xy#|O5%LwZ&zhTGA^Bj
zRub=ef2!?Ue)jzv=>k}wG~4;;Ke#^2<DWdMI02qyV29-~Ndfr6djW%|Xp9bi+C^Y~
z_zBqk$!uRT;p9<xpeTK2;x7XZ2hLEk2)hPn9m1O`1J?3%)IG>pPCEtyH7+UE%~kVk
zmwA=txP#y1*D=^}IwuijTxuyoBCf_Rl=_|ndn!X(e!b(>d=c#Sb;;5sYtNTE<4snD
z1aEP5rNI}LJ|1BMbE#2yy0~1{n@CfK6xR(?dtc(nmDNAM<l#9C^*->B?;QO&6ck4|
zv5LF6wYTs8y94F}C&Hf{z}72*{`wF{lH)C899R7mb0I^|n{Ml98#>0(?q7PGqr#^A
z*18<aYL4z4(Uq)S$$fps(8|;k*tI;*ZiF6G&0hW9w}~}`8#L?*S^Fz1erHOtD#oJM
zKUsy9+pZ0BI<pNf=!@#bPhad^8eS6jzm+heP9!z*l8&50%IiAB&FGps9wiX1>{=dd
z-U#oa)A4fnMCyZ3I1Svx^mNUc4(z*|sOq!76LgtiJ$G>2qg7#PSg@Jcr=6)=$Zf_{
zdiORaxKAz4Y!X)PCOoN}Ra`1OC_D4ZfvxRKN(8%^m3Lm|p$S8eJuH?_y}HyX<%Y5E
zff%emblTbD`{wrhjmP_4M=PNdU0w^(@@9j49^;Q>p$;>@w;y}5M4Wu=S~R1=P9lkV
zH((I&2aWzeORs+@&E*GPCGY(tNV4WR&#u!}mglQI`@$u<pSqtG3X|ljJj&j;4(xwJ
zm>1-^Ij#8Sp`<{)YKAtpVzI5L!q`}xM3C2GgJD1f$}-AurH6EXCHLQCShBW6FD@+T
z4b%T^@|JjSzi_shB;g=x(rZfxt6z<tJyZE~)Yqw_m(F+5_#E%T^45mzvWP%Uzv!2v
zE+L~UM;!}DAL8$7vfnJ{i_2Wj?x!{fH(tEY2_<dn-+3gw&vpcR!Q&94w(xH8*QQ=c
zs<!d-bC1Dq!H?G7yaD>lH49~#a_r0BejrR!mRBK%GL?*wq#1Oa8Y?H3_HUvp%C*L~
z!}e0H(vAep5)9Y!y(Al3$Yi5E;4<S!FOS@-`<+ZyeOT^E%gjF5Ykk@FoYPb;K2cl7
z+0@ML^W@K=i~wGlXT!R5oRul?wAWP~#%G!5Ar1G9nV)yBsvw?IJZp6Ls^{rN>)<=r
zd2&0H&&6I^!n1Sqb>nhUzp0Z9Y*IdFSbuh6X+gP8HK_QKD&R)&py!RFEJAm}4{V6E
zjPRk$xub6Sh4LZAmp>P;g#|LT0NsaSjE@)GW@~v^_QsD&&Q&h!F0&?sZO#>fv1>2g
zt$=1m%FzM*5&C5*v8yM!$}@2b_dq`nL=9qo@zJesBegZWKl1l_FD=f<?nrZioF_~%
zCI)}d*huRS<OfQ1zkW{Nm-F_DSr`=>?N8rl&ysNXf+i|QEVx(s3#ZMNT1EvlGDlaU
zU-RmB^60_k%Vr$PXG`XrBJw)jV|K$e-<5ym?;#S4k-k>*<nuVotz^UsxMHMOhi8bY
z&*G(8V(8<NUr!pZKwotgoY@8xskxIT#YM?Y{BO4>5S(R9-vq7F##_V#0b?cEa0lwq
z$#%U;oj+}-7q>6|#Cwznt2~rDyRvy)xX;Tlu+D9osw=_G;<e;VRDQG~#lP>HVf$rQ
zscx%VTwp|k;hhS-Y3?&s_XYQvl}`QY8!w4QFPH;VUwCBLPtn{0FFxD<`k-Fm=bNmz
z4;CLW%>=L*$-6{9KHb5#0{}(_(d$0tk+V7y?QZEd>~$u2Uhd<8&n~`J2`01|GnI9>
zHPYAgJ`VB?=GQZWxsLOP%zPv?q)7NH_XQYl!Z6N&s)YMWSI<r4c!4(=HqQQz=&c{n
ztzO+O;B?{mdByc&YUF_%*mP<nTRF|nB^!n9EyBA2X|PLfQ)%Uo#L*v!kUydG3yQRg
zDRGN|X(P|WdZhg|v(|_1te&){U|xY&GV*P1t^#Vci2<a`Y6xuKiks{CG9kCAE}ThP
z?m6shIR&4^SoGw8I@67>8ig|7<{me8<;6<~uHWRUkf}?&TY|SEb2*si5LJBE0|7Vh
z`+AY-7X;`sF8|;(HVnHvyDl4_`O-}qoq<7k>%6JyXS)-WK}mc)mA9xis8~Z&Q5Cj0
zRqC+dQzCBcjYU(i7bTYyk>?$-uqhOQWWaD5DHqsDep{LGEZ_xsH5*I1v5;eV)8)WO
z#&Z~E7>lV|>_viG`j1h;*VYy1_C^t(2G=ZfnDyzFEwk^Nt95gM=BI_8!0Z3Q)HYuV
zO6)8w>rl1){L0c;&no>#Gh57;B0na;uDNW^wNj&if1q&h;o;p&8B5KN$8qQOgTf<(
zX=jm56s@^$#uXSqvXjV4^G;S$+;{=q=e{|BXCnD<&=%^{LTC6~odrA)e84Z#_O!@v
zTJ&JoA}v+PgFMAvQ>vw}q{_jQxN4bNJi4bN23VxK=JGh*q3gx?4Tb4NbL+`nw-~yn
zH$cik4f$)v`*b0Kpf!4N4?xnKoP5E3uuKX_Q024J<K3mIyM@m7iSG>|C1-!QllEt;
zUHh=;EcK80!G3A6`?dUCli8E#RbU}dHC9-ZNy4J9Bl<+KEyTgBKM?NM(6y2_s!rdU
zZj<h@`>Sp3D2+2Mx;<$HY~CZ?aq!jub-6}aN5m6#|1_PC%@|hN1#@NnvCVR-<>|Y8
zjikIGv<Do0{fk5Z!_#-2BTTDH;kcRs#LSs>P0)S4o1dA>B_nsIh!M~sBmU{f>z1U=
zXLfEr#Qw$6lKjIurE!6K4d30WHC`jRi;wm13S23?ncU>+oWfd;ts;VB*ndv0??qKp
zHdt}v_AmujVji{@-9O|b0+Kp!3*VPU(WDirGiV@h)ZY};QwSOHR19mpKnJ2s;4`cR
za$e?FtzDwH)BKmcb>wGNT*%K9BDWviK1``j%bzjz3!nDwz1NoPuk11K%>LZd;XV1$
zH=X+iXd-D448xhO8<!4gY)XQP*vvH&<6>dy66U?zKQ~g#E#_5O*pgj<YKrSGUE9#*
zy{?;37H4pjqiOIV_~ElXe{nwhFxT|OW0uT4Ynw?aG4QPExmsmP+}G);#EMtF8Ko{U
z>$7waerkPgOqImDA~#DDf#|FnduJkVf!X2dVB0?c?avr`QRd2ix6r>vO9XwZ4OVno
zI2MD)4*RZfp+`Ui3w)Jf<*hA>40BImdndhSf7@!t>o4=)Py3s`BXX=#sKp`~zOYuT
z!tEX)l?nh>J^b14hi;|>NC-Lww7O=EekyIUT6rDg?M5H`nDXrVhRr8U_n00T+l<dq
zJ}=`GI}!t1BQLYh6?-ZIOP9==9t!ma3gZF;qCi)F<9-P<%_IAyDzNY%J+XFQ4|k^$
z&$Dv;j$3gm7CS~FXnXdDg*<3{edK*EeNGW9Qd*KC2>g2IQO^CS!qEB7hS9>T9D~?O
zml=|KNis(9$&YE_@oq)#YdKk#x9?mlV5J%4h{iZ9?2CPJc9;%R{IWe3lIQ)%Q*HLL
z{<2Lm9Vnk+&;W~B_)%|p`kOdf^bcU8SP9Iu*uNDE6FTaBmh&JcP@oI2R^bHng~6r9
zT~BsdXIUF`yY>ZInbP8YzmVY{A_3Ix5K;ou3O_peEq|7OC*@k)vUS0piE5FE=Zm2=
z*ey5A>sb1W($;!b*m}MuXs)~8?#T2;%gtO`^0E>IqORM3QK%r<^AP$jC(mQULXCow
zuMapFd~-g0DzKs#YS3z$qnLYFARL-fF5OYhMz7De|Dp`F7T>O)o>K(CAgEv(xRG3L
zMSITAYBZMx#`j{)?6Lkj`!F*DW8p@=XnPkZrnJzrFjF*D8fhrON<YyscEr8>t%+9o
zsq(HPc0{D)l@vMKNeKy|Ug)zb!bAg*L2yX&jgPmCyJr51?-%lGR@InTLtRMpdz#}f
z&4W%TCI?yAniSs2@@d!FR>%4~E8=+OI#=tvKl9w6{5;K0Hyx7K+u;;oz-Yie_Wmop
zi^+V|aXQ$1?vY#%Zc@tmSFz+4#s0vNW7WB8@ZHk)-nSJzUpjrBNVk5_n-cmnYcWtw
zRKJ{LXJgNobIKK&(9MT;(8<fZk_lijgClcIjAPbWn7?xQYRyoj9xB~PaNiN*9XY+F
zc$Iru_cQO>(eopx{?8+d8K_r!aRF?f?!+Il{$(@2#ylZmUw2^>JBqZV)6c(mUr2Y!
z-*m0npP-X3F5CF}wDzmo^>s!UE3=nB%~;l^rAYbNdaea8e@J%;wK=+YW?GkDq^$3I
z`8>Rpp(-^?+llq;X*sP``3H;hTiYB{st*?fe1EGg*USgxH~v|?2eSI@zAv6h@670S
zX>W}w<6B)gzIHoNhs&nWcF@@NkfZqKXrsN?osw19tA>DtgdG6&0SBA!1KKC*9+tYZ
zeX*``BjrtehTnKi0tC(4{?M%Sz3b(NM%*sa##!GpvsdD73rkS=1$v&e|JwJ(nf0@x
zTaZH`5NkMBLhhN{e^yEVy=U~_|JBb!7{`$U;Ao{$R2^WyCavQ^n53e*FLPPT=SQv4
zRm(Os#o_FK)Czh4?G!o8lz6M2`7dWD1Lb}uvH*+|6Yd}2ZH6)2(4{?7t`KnFtTWul
zQY;>g@^lvk5y{Cnriwor-tx<=*xQhO`Ci=jIg>hsiKagM+Qc2xUthj+z@YQG_b1~M
zS2?iwCQ?zF^}7zGFwE2*sc#mnwOdh4NNj47nW#A*tH^Nw2Ex)Dl+%<Vk^0zIf>N{+
z4Lc(kC+toE)YlmXYcRzAo>Jn!6D3#xVDw{lcKTRef=IQ9MO$_1M!@g#%MSrz`?T1|
zr48VkCake8Ha*rTbURGj81y{LaTew#8{8f4R8V56N$pu_U!$(TtUYpe+#8<K{+n-H
z?}|w~Cp*??mTDv`e%MV*8H&+QbDQ#ow665W@oV(I{QNxQ8gwXrB?^SstyqtuIDxyB
z=!}g<A?0Cn^TTI#&WRQ~(>AY%0cT0Ir)Me%c9gkapR|DPu4UpV=_}}P#RYJ=a2b=;
zLE-8qe<&l!w?&<z*rp7Snp<YhBp4uwr&<X=cWcy7I`PSISH5DifWKCFFzm2+Yepxd
zn2G@n<bN+^8yByU{g#Gd>6YocJ+G4D=0dIr=g_xr{asrx`Ax|U+vBnb>BxKut5pM=
zDNJwGoWwQj(oAb1_jA;OKRg0Rn+`R0o018qO=fB!6Wd@V#U{uy64<d6_3ysAeDO#&
zZ;$ff{B(HD=EYDL-}4_q*RI?6l$-dlW4A$DBYBa<o$+Q8mJ6;o?Yuueaz2u4lp&Z>
zwmS*<WtKa9Afc9v>u*G~y(?xmjrdPfJE5YlBy}@IAurUHM#de=5irc<BpQ5-$KbQK
zDBg}{#>|7ob&AW;Oh`-zl-2UvaRijoe7lI|T{KOF+H%sfH9H~%meDRYe}kTm@%is3
zQ5O;npLqlLsOM<XXk5YVj5D`(YV!#q;GL%bvrCG6`t*d;9E^i7wue11HwXXyKL3s;
z)+2eYIV$e-)=XdX-;wEli-h*JV6T!h_xE4dDD@@gJ}+C0#nEp(_!ekq#Gfdb>i&$Z
zF*ls&l-@y74`(lrkYyIE$Cr?}{Gen)^66s8CS<P|^1Oib8$+mW9`20h)-q~kHomYx
zVh2)+>ob1)I#Xmq=wjY__GVM|y}#If++PX<$I0yilhde2EZH|L!g*&G#a7u9JufU>
zk?DFc)-r=NnS;)MfY@jbNE-58q5$OcwYZUQdl*6EP2bX(VF|W4Mdq};X;4LqwwN@w
zp?I_moRUFF;gAZs-aeB2L1N49ex%)iYhT&bUpa15lTT4p%4m>rVN0CG8yq4jz;SlW
zC{x-aQ(8+otyyI8065)e;HUL1|ACq}4v`|;+qd<)ri<!T#eitVp^)caN4RjKrjU6k
z0_;`*9cmXkCQ7((a-<Q#jcokdaEHdE_QTlKIBh#Nx-=AtKUjc}B^f+*a6DYGM(F2w
z)-=OgDC(aPwo%S#x^124scrxvU#dE6uZgL3y7IJ#bp(qeP!jEI$)wRFPYS~+1_~~A
zCDle}I=gk_(!u3i!Xo5(XQiaXHx?k4_u->uv<sO9RYo#T<Sc)}qpqEeiDd0N_H5Ef
ztwnc-lZX#E9#@wDr`k7&xjCt#EO(M5W5lvs3{CBQwwr7nHFVR6;xd5y`**KG-{eId
zsl}+{(;g;6&37M3i?mi(50-+!Fb`SSU4KVq;(2Lsl6+U<Z3ANn>j+GT8Z?3TpCz?-
zpFDx&132S31$s+HjGYODXvswwLMzWHs2d#a=Wr1F0bf)*7#T*3)SV3~-=w2o{$?+d
zu>XBE)UaN_iG)LGP0Ohn%E*jxzm61yG#9YEcA1H3OvYgv0wORotR-lz8JCbdD_ySF
zpse*vKeaya52wptH-p=gt+>H>xdy(Jexu)<H?Z;6LR^y`DgM8y1&vbcKMTnQIuzf7
zHAos;lMjucr+>WES5AAG$n4Lv1Id@Xx;|(I{r&5DzwA=~`EMpICFfwDzuyD3p}L;;
z?!UAun#od{jssKbApP|-e9*|<2F~1G&9Wqc$7*Q=hK~lHOIcezZs!dfL5@kzCx-;*
z4D&F@Xq<@KHe6UoR^I}HQ8&>##A9ss7}qU4A`4*mOudBJSepuH-30tr>1M_mK(EVF
zMUFL@XtAZrxRfePuA09FuC%Hu2J9NSK#>Zd6zX<WGh$VI#%MhI3Z?A16qT8>CE?lo
zKxQO;g9@h}3<X0x1r)(JAp$Po(cQ86*Pp()n%<E5JDwxPq;>6v;?K~${kQAB#<!zo
zoo@!E5h<L(xV5a&&nKiYOs?!qGPMPo!3u6khdTfQX&JWG)DJj6-^`ri>(UV`#dFBh
zvR{Er3zSxbj+`H}k!B|-xp=c6mI*xLnxznHZqig@_d}I;0$hvJWvnHINHe7dB;uPN
zTl$@&`vlV9-dqo6X@W1x)aE}Q#ujNd3b$w#r_!7AD$KDQG}fjHILKz|Xw3z`Ja#v`
z6B6fbPh*IjXku2yI2Xomjv|dW;RwLyg)Xw=QRSV;yZ!D0T4PyhBhn5qs8|tanKXY=
z9J??^%*s+o4?D>3Bs%eS$Th=CZ5IW0v(@~PiG$Z^56pZ+(xnPYQ9+USoRKq6j8b`d
zz`hcw=+vn)iiI(BxC7ot1JxA_CyJdUetuHVW-c&?mKl>NlpvFY(T><2v#?~4A3HA4
zDK*5qxr2pTvfqxf!kMg6oLB?}EEiwcQ!FHJkTB%pA;S-S2yorrJ#siCr=Ru3wkVa>
z)^&<hX&0dJUAGF*Y4Mo;gMM1JN8F*wTD=9M6z-%)&BIOFn3hD~ALUOc9hzv?bZ<@e
zHo-0aZAy<qhwW#paVT&d$F1gfwl8g%)(Vz5SHAg%8cg30wfd5>8pr9{H~Y@WCXh^M
z4gl&IQE?42Kh@5_xq@N3s{o6?&fbhAb2M*WkR!V5FhKB{;$zBiAoU9rWrS@|gk2NU
zXI}8nD{6IH?`Klsa)3#s9jU4N|F1+h8`vBvt**&di1XDNeiH@t6&4xtH^?Yj*D$Ql
zV8W!x!2mhk_+N=^g)+a<#jgpwqr@X%P7y6~n9X=u>RtJ;9~ehzRb5?1?Ej@T^59_p
zfmxpJ$BWGT!?-kTvtq|Jj0ScfqCGZ6g}%D!6y3K);r8csGrprkB3By<rX!CEzdK(0
zA6Npf*(K57{}ptosAZ~x_WwnbWy+AdP0%zGKWH^U`;>r`xhOIF!~t=a+XFDP5u}`?
z`g&r-Kcs@!`IAW4Q+P^dt*Gauc;^S~rK@op3-ns1Sn?c3Q>~Rb!4MG6drT?KD>wgz
z6op6zN&fm?d2%*2kzAw0Sh`vL))p)q^S#4o`P(L?9`|CGXzToUy8n;JlqTN1T~)t}
z`@!s59fEaOLFJOp{K7NnWHB~)v1jgc`}XZZka>#Nt>fRfyM$vPjnuck{BBwP{hiX_
z<SOrS%|AL>Ke}J~q~pHn-`9%da|_Q%TwE>u#>cGUB5ZjIdsi=kAB|}}h{Wl&Ykl!8
zqqAx*KxK+GOd2*BS8?NVQV3C`(N;K+Du-N)+2r|r?E_?b<2`4N<&jYxE`+RZcR%i1
z<KCMkhnt=o$ozJqdgTw<Ndk^#ajHzxo>kji<eDJ{U-(8I2Om{ZU#f$&%&Xbdx&~RQ
zW3-Cvp`=@7HN_iEQZz2P-<pz%R9P@Kl8Tf<U$2A=Ye2=9O=>I+O}$QLi134BoKOjN
zfE*K5DbkKcXZYKy2eb?B&^lJ>?9(Q*j5HIR>FR|H&0GO16FhWUzCyYd{^ITs2uY!d
z7F4Humy<W=Jaq#@WBc$nS!m1lrNwG|PpU3HZ>m}rgn9iBppYt$)_6`y)Cerm`|DS3
zOP76Y&zj{I7lF){O5d9i5;CVhK~FA@3YXELI-JS*C4eDM4&OqUEwwH((V$3iDyS$@
zDFV4Gvl1~m)Y2;>^J{p~j?~(kATw~02Lk!EwlSartCVsM2^u?2q?y=qphq#Yr$#MJ
z)jz<XYZA|(*c%@-pq`Slm=6EtfS~SyM@0k*xD0Cz(=J&i9@O+n>&`%PN#Q~uoidZp
zC#F@7BtQ0d$Mn;Ad3T1^FwJ0GDh$FwMZ$7SM1L0T-~uT*tF|7MXHEp&>!_?W!LkuN
z-C<k9RGIFG4>o;b-P^|57I%;0Lz%N)y;uiL5p;9lPQ@vBA~1(8TJ<l56#GQf6XfH-
z_Ty28>UZbr6{tw4kQe_!%$vEpW+coK86Ahj#=x6aYquVaIoqU6b6%+7HQIj1aX4Hx
zNh1aB0~lF>xT7FSX_1M=9iRnt{EatOD{tfC(4MA*)RCK_cO9QkYB3iwgJiOQDyV6L
zzp<}ZASldvU)D;JSdu)Kq4^@J!K*l$SS3Fk+3EMSoi{xo{8rB!hUDb`T6wJn3h?)d
z+H77hcD8=H6SW5LQ4L`n=2^l6Z`b}3_dV+Y;a(MP27C|6`#RD~Uhv3Uvn8wL>ZvAu
zT%+G6X%&`VQ>WFQ!!bA79sI?*{nUrIkEP@L4`q%gzgC*#Sj5WlgtD?U!1eyTw0E!7
z50?Aaah3cT6+sP~(Og@?0#<)*j6N>Qb|x^JG0dwZ)SoDJ;N=@NHD1J+?H)-W0DSbf
z?RP~c$b&6+-PGIpRg3=?hp)<&yX#bRUtd-F!Nk)yCADMk>|jPZ^WYDh^rOfevXzC!
zl<cVu&3VUSD<aeCzMU;wucEO<<QOc<mLyLMpnq%4=HpbADJMgY#=csvancy{Aopd}
z8Kvsk+bdY5=VuT!HDt=n#UldnaXvBYaC>MWW#Yhj|L@6g0i)<SJfb91te8#YBRLu)
z@8j&~q4aJ(N)Lpo%WNhz^cCQv;02Lo$;dsXCQxEQxze-~;23OdH82Vp#iXHph#(@j
z{19}Xp7MpILe`5qZM@9S_PegudM4<Y^G3J^Y*VDALYB2XLTKPO6(dPncZ_~9I^4Ih
zrEYFimMIhZteX;_>;z`L=8W(u(vPFyqhx-dn53_b)*!jyhcK_;R_%5R5q@Cta3iuA
z9bTJX`i?^>CRv^Xqo$c@&0>xCk3~-)CmD`RTH#~`QBl9ezXzOY;t&c7^c|PiVl)qM
z!UBH%*UOEDHwbC4wnx1P#@V-sINeisiraCHq=)Lw+QK@S{c*u;)xH6H&em_=cjiDe
zB_gk+?}-hduJ5qia}}?*WUjorxk`O-mlULXqi1&hS|ZF3Ry?XT5UzeJjnP%6jh2cm
zDe*rUD-?-_1ckV>(g=PaQ4magH}6Yj<i1k2YX3ly%wqVqsPAX}2I8&x`GCM7+@A@Z
z#+Hh0oP`qngsf)95$Ldn2=M`2ii^N|1UrWWLa;su38Buy;ea=sQI^Oj06fn%en>L+
zaZo>qz!n)}lr{p8x+Mb5?CY?Z(7w)O1)||^zalxs{!hfVcKZF?7bJ!1<uk?)y$DL<
zKaJAU`Ojqo4{tuM`0VtT`{AM{9|b)n?xOv?P@WV_5OAFSXz5#m8Ro&gEfuldoGq~P
z{UH4b!Kz+=ExqQ=nJcFBhSj5kjv(K-$Y_{oE)<+>F4-(@AGQJvXQE3cLKc$jHIL=W
z7(b68sg}iXtDYtK8NPnSxnj2QIZ7~07mcvTHOOzCab)XprW;JA7<E_ENsMclKb*|o
z-9%hpGcAo1j{yK^oUwWtoaOk9O#l>-i_}n8|Bb{69vrd+g`;<*BFl4g1b@Anp%^h`
zI)rCZr5i0#Q*wdkG?O=OE}#qrHCOmoa%|uvU(XgkWrbkMNu4W|r*COaKtLDRL;&Vn
z{KLS?>zEJVHj(Ry?b?AyH%or;FllXydq8zC1bw0wKIDr0#%I!^F!O)siT;x-A_KQU
zm<!njKZ+0ai<Td9$s4C+NTVz;v<ONnetkR{n&jOM?`Qgjp%EAnWzUq8w-$%qwIwg%
z0;bEWGa>e&oBY}h-vI2;{p;9KkWa2(bJP8sy^ifW>|j_4lq$|e@AF<|V%zjshSzMk
zZ`i$oH6r-?MQ0ExB;q(oO28ScNL$)>vsda4o74wflghvqbn{f$BR#Zyy*)KBEK<{%
z_&Fe52?h?r?EM3DU`UK4$s7t|Mr;8E^|5xGY$@8*&DczA8_iyvrW}3`L1~f>bu~ic
zi<ujG&=EX66v2M6NUxBmrw@>$I{g*N1!jxbVyf$@Ag7P$MslE1N=9~@#A-~;SjFqI
zv}x}hP$|{RFUAs%Y4-vNN2)uH+1DU9_eYZZ&8c9BmfyGkv~epWaov`Q?%=E~=#_dC
z)ExK%W}z2jXpBlLpRRy^7cR;p<$z#Rq&sr9G>ry`mY@SsipmzG%gJ9cnVG7FNx&fi
zL-5vBY>`aK!LAQ?;NQ{(hsCMD@qNubpZEsPH}P;AiC2jd*eH=v?A6Vpn)js7M5t;g
znO*aVTziF<q3u;S8cj-X3bxL^)_DHNYv$ph!rh@IZoN_PrSqzH>SJiju(sl@rs280
zPuwjpCc9TT?G{FDxM}H&pPr2p1^l^xbIgP-aUH!XJ*NtZQO&x1rJAu$Fu&9E!|j4m
zHs<7aC7B_ys`x0t`xK)%=(jU7>snq?^YyL$(`}6{RIWk1oqx_<d_%po=oR9z`{_dD
ztZqgT6L616ao+BB10e1r4`Dgzn#^CS-hbM-)U|A|ERS8BEqNJPe;WExYWK#QRQ>em
zsq;I;SA8Z;el&2A(!%_ghF>}3p#=~LFVEe$IF`~e;jN~r)w&MrQ@#)POrNsuC8>=Z
z2~s8XH(~b~Jzidk?JFql-|S**4p_b`H&wQZ66-dqHlRXf54@hmmQB#RjLYn|ECkFf
zr<P4YJ5(H+Jd@JZS$4PAr0z6blQX|&fAhUrP<UvErRQLTUI1fQm}YCFQTA=YfSs-y
z+}Rf-u8T>x$O(+Acd{8eR^2a+QAp&<Xdf6(c*d=#$|tfv+s|&{Uyv+oB`bZYeW7=%
zy(DJY@WR~%gB?q*^E8r**<vMgD&9uaGtk^hBzNq%zjd|t`&Qf}WE*(1-95CPl-wM<
zP<-OY9Kv(Xd^N$>WUx@X)WWfEuy?*MdE+Q(V9G=yowX=cUj7sJ;DVBc{Ow!sd0^(w
zwx4vKW4EyV#`dhcWqlsnYO*+!wTyjg-Z)HX_Jf9mqqpb$mnAl1Y<ePw-i%8I5p|a6
ze2<$S#?V(k)R5SCSl&cuj$UP1zC~iNTL1Ub59tbdC0=)xdK8IHcNibv_zs!*`Ge(`
z*@jSD0^zPb;yR`nPh+@&cpUI3<oNj7BHh01zUBg7vklcz$6iX(FB{6E+P$yruM)k#
zF|YY9c`gOPG7TO?ud}AePC9TZNJh_?*zq93*D>(AswdZ~tNR|KEi2#^aV*OBrX>sa
zt`+Ad#8ozWU=})S`zCWUo0nFG72i*}{k^Z^MXT$tdzZREDEGFe<%Q{3+17ktOEX`w
z?c?Bgqf7d|s!f&GOnUJ<j+alhC*?(kNI@i>oeZ`cbO?tL_ghDSCP?nC><ck_3T$@6
zTh7+a!^4+Z`3?`3g!jJfryRMj-g)?z7h*X7mDPdn>qFjrBe?qs2^HS%mfFwBp9wWk
z(13&7e=fzvCRgOh)Vz2~B<fhQZ2JfMmU>=R%Yej;GbuX<hD;WcD1!EXIW*mW)SNBo
zu`iy`)Z#2i(bS@^!rWMYqN}A)!^ag>x$A)m*x_G(X-6Ndlkrn?r+wzr{LSsf%eZ9~
zO?n-Us6N^S_c4!cGpD;*{yT5wM=McdByEA)XE(5U9AM#Tgo(ksysq`wtKW$E@ke=|
zZ!&L2od>=4{RdDip=5uw((aXWO6SHZ6dYVKT6p}%Z)w!&dw>eH!s7$xLAY1V#2omn
z)RN}x<M5o6WGJ1l%j<U&JU<g3oy}g8co6CXeY#-MviiNPYhY>R_UpV~>5UA`U(0>B
zObv}Ezp^+*3Uida5@&-HFhv;l+zC?Woyv?9<DZ5*)>#D|URh(XVLM!21g2^AFaXU?
zz`I-r+k&IrnDixho{tPU5JOUvDPf~jzZeBjjl>o%1zQ$)sTSfmt8R~&TWy(?cuBmr
zq$tPUP^x+Ruq&uxwzl_3xOrKqQMyC?N8kF+O0(4L$W5)L14WBw&ULkBc=&XHKBdH?
z#B+{*MVoSsqIm3%EbE6VqL5?efO<{=449G1@Dr9P#z6}c)fAh(Ez)jpNtqZ~%nlPQ
zMbvw|<oxrIZ2w8rubl=GJ;<kgYX(4C3Y5E-z)kI^*<1Fe9V3>=@kMAtG;_<mcMX@y
zal=Nj3Sk300>9Px&g!Ed1iApRKDux+o4$OLQej#^eYl9dD|#IQSQ=v*PNIO%pi1^~
zh99Oe=pKCby39B;*PqxsUXxa7SQ>TS6w^_sn3FC@8@&p2$XR@KJ>#ZAX7335-rkbb
z=g}UL^<_K_Uiy5qif4-K&e5ZgeV3Kv0Eu6_7sin(V&4ei1qeX_?O0_c7lCErkQ#a5
z33($Ew0@)KM@7@mCfA*Pkh-{^mVR_lk}j?_k<aT2Ke1*~b4_adl{a|khtd;C=~-{N
zxN-;nDhj8@!@3#9Fvb3S=b1*jBdDakOhnC(fR!s#=G|29Gr$k1WJkg$rH#4o!M+iJ
zY>EJ&-Qtk#_-e@(;ODO-2ZaIWZm)ZRirumK9S@?{{s9u)m?kXr-osYdV>1QB)1My7
zGd9vnY3NpNT{m~7X~{YEa9yA5vb!4JcGLlyz-5RC1A-ENRD$`!_a85+kAWD9$fOo8
znuianOmhu0!3$(5h;du(mod+m&EvE0v00K;tY2q_d?Ww0>g6AISukLB*5<ur-~F(O
zLLr&vxwN3{o|VVat%fVkuOF$tN>HrBfowS{gFK>%KR@2mk?(a`%lOD^6l2QoC}F`U
zP^eqAgQ1~CjZ%i{*?igwDg1e>Nnh#6>An9+@mr5@#nw2*JFI=89_bhnX^ESIqTX3=
z42#FI`9l)VOh$Bv&{pkn$V_n^H2(G3!mlSR!+m8H=?bn|^#Zn}PTgQsc)ge3?yZZ-
ze}ISgs6VX!11vG_$FLOkLDooj*gJoXle}Mc45!2Op~6gSXV*p92O`S@w3e;}dw!MA
zLbbPM;hvjpnbG!F&qE7rCfB`JiuYTczPDYnczAl=T<lBlT&^12^EB+8Ek(Tu_)#@r
z7f@bqO6HpxQDUWOZf5+{X|XMSna+McYa{FAS@6#w(6QaGCT;cOwzw51Pp|`7bc`7o
z<#RRBWq+&Xk;?<;{Kfer*CX$g2;`vjJI1P`gn{_JiA<JC#h4{()x^glm4iYcc!jj3
zCqpY`PsztT_CE_wyz<KLzUm=a{@zKvTFkiqN!jI-XgN{GNW>7|l*;qL%pYy_si#|Y
z;-g;AF!zbqk@)^M-nGyhYqu%rt4$>M`W9|7M;K0{NFzXPYA$W~i!>y9OP5hXw-}N$
zxTYN!_&4!OQ;no@vde(;6~meCl(hvCddOYRAHnGI*1y$Dm1@0Z+*3t!iO2L7vrVb1
z!qx1uVw&3PoM|)HecFZhat%+^OGK%q7{};c*~uQA%knN-nm;2YSq0W|<9k-?0>kbb
z&DzZ8NU$f7VW<2xk!@$4U&ZPZBuVQaSH9*>RrgBRPUVy@%#B|bKsru#o_!=^S8fx|
zd6xf`&&^}7-aT&1*-pXD+^H-<YHDv)=?4Dd>(B*i-@SvQHm|+eBO?{|Al^O)S7h}j
z_Dg6Ub9BjiqmrG)NBcWXCL_T+-)kKMTqfVKG-jA8r1E#|F2CI#KlIcOx%y1UFtrc0
zevR2s$aZ*K1n|%T04M=~4~*jXYQ3*No6)DUFg2|ADI#MyMF!(I4{q%J+Ny0$uX78X
zY!k{}7N)T)yT|1%!Ezi5FD@clRw%|i-<e-ZL|}HDDE0akA6o9Z3+ZP{w&X`vc&1{j
z{p7I23vG{LO>!BfHoeVZ8Rvh#{rtWYO26*L0&***951!xknl@w*E-eVawf_Cs8E&+
zCf9hU)L)<)THa0X-E$3i;-;W~T(da)ykg?BK;A9t6KBzD52W1IVL#+J<g)y=mG|Na
z8EY+Hr4+3@8|zhMIk+>jyoa+3-bFbl@5=8yXWG>V^v69s1d0b;J1u;LCki%Zi{M7y
z&Ww!yD9B94%Q+r;*=FnA7M4zx;{PNn5RaUY2^Z|{x+AF{QmYze91J>ot#WByT=A;=
znUih}c+GDNyBlZjH#;ga82D^%ln`0-klWJONWe5`8fs@A%`QA<wJDDNJ(Cp|N9Hrv
z#N=r#jdGZbJqfM<6WqA`gks4$t})<XEU5hXQlMpE*8Pc_y=!c)CiD^>9(KDi6II<`
zJ4~~efaGSG3TYI~4Zjwu^Wz`xKNB~@Jk$RkF0+&fA-6D!s<n#{_m+}D8}<x&sP;V@
zl};d^la|gQ;!=|l0A)ODr6()G@Fu0_!K45Ogvjr=8m>dowG<NJ&9yFK*%Z$<W9}3O
zmDA8DbGA55i<?<30=@g-F1|j*+eO{(Ln_OJyUBRU@+oJKiT&?zfFfKL2Tkl*pkh}L
zv-nU6(_T;{EqDT*o#@ANuO7Qj%tn^mqtha<pd)T&>|yW4$`w8ztrRsR7pECI%)Td8
zLwcTF{sR>Jnb;^FYOM{p5=KTPw0^HrlCW-m6q?3s8}Di#H$gG;GJSYmJRY@(E@4Hg
zb2S<mB9s-d)ETXhPne1jlX)ChPLQ0DTx>!AQCM55Upf%m54Rg`V7c07AhQR@<MBwU
z+CuUl+k1TG?Gm_B0cVK^cH-)+qh+vUT*?!ajj>F3-l~zZY?DYWwu$f|T}bmE00bra
zT4(kzmRnAT$gqa%gmaP^`IhKm=1BoPA_vqRE;))n&o{-17Rr5~g!|0-^Tu;QT5^j&
zRp_KoVV*zaEqWXa6hB70foO)Oh4|%VbHQKaR*Rup>F{(33vWDUxC1Er)5;!?YHbJa
zY3ncq2XisVHEh<+mG)(?#x{feg~RR&{O{GWA#i%Wx)8Ja{GfIC{pR23Zk-<HHAb=s
zp^r3tubP`a9e%%#qal#%HOJj`X{X;^a#j5~L#Gm``u4^bj#JH}uGa@7b$Fd}OeFvQ
z@5YmpA9R$=vS8n#sM^|Fk{2&KWj3kTUYuHYWhaN3<7ot9Nk@wRw0=uiN&W5kxIb$e
zx;qUT8DctFO;mubH8F;&`CH2Y00sJui8^iD`SA=;W{Qe>DjS&$wi$08zAHk)=86sI
zb&&U)v-wp@8pRlkz8Q!57K<wM6RKTr-8oAdYw><ON*zvPF3=VcUCjd2bBrpx+M`01
zsiUr@i_mclmaDQ9Po(k#N|bafW<UkJEN)xF7!>&c3cZ=Ic&`a8yTis$6Bg6`mf1$1
z*I14)oyju8l1s!QG4bj?J}^7P^EMbI^W%?fQ?qCkb}8rsQalqgL$UA8_2Ru|y}&Q4
zh!1x<)>UuoW*#QX6nXX&52Y-_Lp}G7D7u3Xtd7jJi4b!=tDi{KoPOMzEOf*ivI~U4
zUB1r~^o}cnQmzmE!K7wb%LwU}lIeb=7)5f|X(HG-<rAKt$*aHda4gFo$TC4|JV-;)
znp7>Oc%L_^nNY?@LFE<*QR0YmrQa2ftjj-BfgUND`~Jmh*_;A}G{?4ADiqb@hjX$I
zcCQ44SVzy_Fr~Py6j-vJQBvYspYU!Fvo^GeYbOCbEHXrS`HGnmOV&)TT6^nQs@%DP
zx#2zj+mb6Y0&~QXY}LC~#S->C@36<l%`-iMqtU0|h^sVs&|6H4i2xei!OG;4Q#h=b
zDSX$qRMI<)4c7K{3tQnRkY+)K10}zGQ?I0Hb2&qdt50+v9je?Hsy1dXl7(rbjY1v2
ztWT2rw>)?%9&H1QS=+obx!~8{h+)ltI|mu_S#?39AZ!r6p2d0v<ixs%wDRyQi`r8{
zs?~^rk6}mTk$u0g=i*DVcpV9gJx1}%JMW9-l<F9tESDMtFF|Ndb0(3m%AJ@0wzYP4
zPKb)yyf^YPNYIR`nq&X+`{&f)&so4)_e00O0h{C2K}$46e}7-B#w2r^*QwM!*`A*s
z{6Wv3T^1;SB<(H5nyti)Y|N9&bg}<=_di|)7z!N4LDl1fyxo^VTb^Jv+RT>AYyA%p
z5k??&-kvoVD#fKsIBaj)3LUKKU?~1bP-Js!;x?U3-R_a7qv&oVPdqjiq;R2`qfN<-
zoQg+{*0o+JvAoJZxA@$5#r)cO?_f-U+?^Gx&X)vM+l8amDaz+F0;5SoT<jrv0|Z#v
zJ_1E$tzMs#8IAy3{obAg;hT6W(aD7sSQ@piw1Pf6jo68UD{n2PyG2azmi{I*HB^eS
zy6qGn736%kND<ipfVK+Vs4W4MWiDtjAOjf(vd?wUGE%1|k82X@Yb;`}?5sCRPLNju
zVK!pG%#`N4?x??zBUdPYqplGe3g(@aRtEq=9(mpP<!-+XGl$*@ExRrcE7q}E0JM)5
zI*T9}Pofhm`_&H5i$~;s`%<UC?R@}LFSH6N(_NriyMEG|jRdn5V^U_2btd`C>9C4s
z$Wu2;WBtlp><#x!Kr$5Un3fl(ZY$O^wqJz+0kwmEOJHymc;}+~D;-5{X+-NDGD!5)
z4W<TK99DfM9C;I>cyfYZu?=7T7JUD|c3k<zR*-!8HC~iDlnnm>BH&n3H8K_lI%+)J
zq5B`PFw&rce)x)%6hoik)W~|mG)sHgpeP9(Ca5_1kwfV%hq2{APbO_Ad4CZ~U<DYr
zZH}HmY}XYA%s|}jwyQB#654Vz`D-#plHOKu1Lx{&>+wVraNU!7XTiLraf7KF{q8qt
z8pw+>)dL7|I?=Q#%I;XC-Dlm8v(S+gg3#6|r)F<ihja#3=%Irnkp)VSnjL0M1<`+s
z=8vv_fecv5Y3(Ta2S`i)oeoo$YExy%SJ}Q_#cYL*_Xms1i)g~)g^Fy!o&|=P5lv!9
ziJlt%(5?7z=y0xto5jc{BU(v&4IwC8CC$ZKocTj>rkONolfoZh@bmRO%!m}(epjMb
ze4ohAEcqGzJk~;jGscGvq|PrQ;pKC%oKczkM%=exomgZ*R=zfmaQ0^93cN`#j!2ax
z`OvkijQ<x`ZyDG0|MvY4938^wQos!uCEYCu8$Cuh!f2#LT0$gL7^6D|jBY9EkmidZ
zAxeuhqJZT0zu$SC*Z;h(>&EA?d)(QFy^r^C9Ixk769TsQ^2lBFejkP@dR?0!>SUP#
zaMXuvOjJ6!>f^|Y`xij_<o503zpUM85B*cAPj`a75gMh<l>cYy{i(tt$0iqEGW8`h
z<F4*Y#LnQSA`ZOn(9`z(J$@CaE}t#prn9x@ZR`6#W22|#lW4VVU8^)dcw@o6h6mgm
z!j&BwYQT<V<di{RWpWWuiAp~T$>I)(>rhL~X;1P2EMA2hh<uDabH|hPtK5qY!M7Xv
zp*S26;%ibQTm;0#iOmuF%SBG1y^f2xV@8c2e8nCu;|B8rFxcN$?wyG=BN$lcna}Lx
z{?>)8xlHxiyRk-Ou9_Ya%Z-yQ8;6@o;C7*zsTlki$NrJZmncDY+Ke3ixH%^YzcQoh
z#Lsg{yL4p2S$@5Gjv_#YQo%bq?;mLz48}b80?)CznlL_=w<(kQXC?uR#Nqm#_kNv(
zaaiz`D)pH8*-6Nak|&jW>y;`kkPo;*;%RZ$W&bl((hj3-5oJ{og9iO)=440q_){Of
zw?;un1(4ry2{iM8z`Bu#zMi*77?vd~Y(_ad(A^87MU-;Z@E0u8EHUs{Brt@aQRmuP
z?$Jvb-a>)gbtJQb5ac?g(}cL>6pHtem1xEigFKCujx(#31j_m4Yz)uDlG^a~W0Buq
zNHYiH2#)@d{#M>dk8@Kq{mUeZEyN2dv>k8kftN+(>5PT3AUMdkFcrtA4elf;dljv&
zj%MCn<4joTc<C(dYN`u?p(w=5<fH%UDrAj%PxwIvk%C@N5Lqk_n-OJ1)ITwpa-nbO
zCTl-eJKZy+?pq>AFj|;~$J_f~PBdI5%1JJedt-wVm)}a58uT3!0y&A>4TQBln0cXG
zu5hQAYP?>R-l)P6XYZ~BNO7{R^X8UO0nE7XkCB#&qxgV$aXaNGzac?1F?E0M6NTw_
z<r^n>rStb1pD*9^-U0xwoA@G!>%Oy+?PF5491%sY<=@^MR|ADnJdx|~h8I3oQ%8@l
z5@_Sc(MspaR9+`P)y_RzclH<5__Q9G{_1(RISc|@q7{VZx}&pZnV&G;+|{cmtL}fP
z{{elmr|`s$A}HV_il^_t*9cs_*A9vt6i7doK(rG#=qFNSbTM1!etntL)mx1N9)yu3
z&%Ay5xBO1=!z3VwWqCo}7tTmOP-F^vG1WH4xCmBTjLa%s4ihD63g<5RCMC_7t<lRA
z<WL`MQP1$&6rNxFus$D%8zp$v`0m+vt~@eI>rLB85Jl8TX2VyXHN}1&PL-2+n3!YL
zJhOF}K-S!6P)suUEa7(4k0IBI<O2^au0#u{RHxL4*#zR5@gF<jw0O#Q#XOZmgKb&!
z=}=%NHXUFP=CJ2pA3UQGM)EDa8h1U(TFZX%1Nw-IQhR$`qG?gxwx_cvu6vKMnLtkM
z>8v-IB(D^UHGeSN7QBY@Q?a9n%pH}D^RGn^c*E|~n+_~ik|&gMfo6w{m<%}~&<{Zu
zzeQefg40=<pHn{?{(dGBME5Nq=Ea>#Xkk)vQJH#wLNz?!=sCC5a^r>13TTEZ&cB*b
z*i06b5<RBV7_%@pNzP-J?SvRJI0n!zo&SFPO%RUk{We)HNdaPu$dR7<Zm7_X|DQ65
z)iGy;gOJ56qhwm(*DHJMhwd94$ijw4RK-typ2;`kGSex4BIlim#=D;e`b<GK0#e1W
zMqgeD(wD;VWfCbFlu(U^B~oj5)0ao!el;98|H%roG%t&FQ&S}~;)}9bhe!!esO#{R
za@jM;yp>Z0ew5>xr|{5eF0=l`8Gd5*W2Vbc05ONe$6L{OzzWO(7J{~3$(TDPtfgAI
zqzV>cZx8p@@OeU!9@*dMzrbXe!DGmt$>V!&Coan*IH7K0G-fE~vfJwb$VE+YCNI4b
zPzjMaN+v@&0H0+|uDo(knF)IMKEM7X=I7uU@9-BdTW0Py_kH^0`~_~WLNFGjS>PB0
zI+}oeh}H<G@gqabnIM^Qjy2An$Q{kj^oC^+zRFK3Tjjh9oIM=>MomV2O<NQeX8vCM
zzVzQvioXBnbXAMo{umZsuO69f^`z-R=vUp#<&#CucvysmRr=pvi-|kWKUb+I|0%X?
z^rzP^_v^H@I1`?dK^9+s$VgQ-?a3t(Hu$=G5^)c8vtHN`7)bOlKvB`pU9H0Pnca`C
zdsZ!X)|~OJ3%1cg%f~Zs*Weg5JsN=r8JR^%I6MY;dnmkJosnCfo+4zn{`O}}@gXU9
zTlP{loupVf{%ji8hNr7ieyh;Rl}&28M?>1#hDGQ&IM(VWW(f#9iF>>>;XB-W_t#<r
z`s(sho}*h{G|q|g!dFl>?_fC~q9nyaqVY?bu&z#;82Pnq*489|h9zBIvH~ADahkA5
z^X<zV5PMgtE$oQJl6M%VZC6O)GCBBvk)Y&6VE(^%l%04Sd($TjqSUOviV{ROIJYF3
z>$Lw_GW|M+DFf2$sSi=fSL$H-;>aBs3AKpix@ez`zwNSW3a@WS%QDtO$h(5}kQZ(*
z{jmd9I;m;!iF<O%JC@9J%G3z41Y^V`IQ(yoF>Jw~P7v56?Q73X+TaTRVh%;b3lgdt
z@}dCl|0L=0?Wx>uHSu=*3+RC+BPajTNfcHesSzkrylE?)LlT!)l_OB>c}Xp!rNGxW
z2qc&g#!2MFr7mK~EsAd+TC$+aIH6<6QW`YDvoxJS<wvum1!xPiN?&8|-So6H0%zf7
zF5;<);w@25_I^Z%<Mue0n?dNe>dz?_Kk*o@WL3Lihv+{+Rd~XbF?_Mis$DEKlP}OW
zC6~TaVm?-n@Pea+O{V^hsi+@Aw!>UYgsXbR_2hc8D$Vgt<R$)FR#$<^9k7l4r?&gg
z15s&8@9DW@Q=@-g_qz1@T_=9Y)>|$4Yuj0C$+VeO!iTay_~8S$2hBF*ed<+x$m#1o
zT6{MDKM$z$>L<x834n>UW$JrZsDoG|$LsX4f(0|3rAQLQ^R?^H!uYjlA5!{aEjWEi
z2?X-=e1`D(+GbU==MA)9vP;{RKU)>F<*fN!qCsr7*plxKQgIIh8Z7&<aPfjL1W;lO
zQ5e&aWl1XC!68%RLWhJn1tezaRjd;s=4x*UpmxO4bMAs(K}3NfJp$B<0f+B%jUdK_
z46JULw}eUYuawlWiP5!jAsSC)N|TFAE7)T3M5Wp_<wWAWNBdWbk$A<V?!d4?v8u5Q
zxwJbL_VH~2HXijw^s!xA=vuS!ngj#ldh+WG%;FU%Aqbg4lq<7a){tZ>*Bta90{Y8b
zQFZ2T&a}V3>F8yuU#AOugF=V0cx}1$qumz=`ISYs%i~08X0DSCGV)24_0Rxu$1(FE
zSMOdtS6tDBtSTqEiV00w*j}9P1Ov@Iknn<DOP>5$O0Z_6FjN)o94pO}C7akn!I_q|
zwN{~erepvq=h54|HjBE&`yafh&+CkNSqD#)SW*UOD^G5ubS1j1wTAy%vaVnH@$Jm%
zrD(PP`R!wFG@G?y!L)=fC(tq_`;*f2OFpDNtbXw?F%tJ~nIms`(TaiGz|C|B**Aa2
z>`jrqIB5K>c-K$W{S%l}Amm`u1fTP5XlNO?j2rM2gjh_!`0=@HdEzXMD(_CHw2PU?
zf)vyZy>{4S*M1*X@eA*3+W2gw4B9vn+pvKQ@|4*+#D3Xa96|{pOGgQ~4I~*-^-&-~
zf-y`ffP{U>J^T>7ZE(l~!u&M9IMMrN=105I_H~K3+2avit+g%11`BF_@*q_g{ZX63
z5_|U(haE#EEoDYMcld?XI_Efi#8Dt*BobhcW&!IAGNjlGAQ0&(0?pa<@YEHvbO6z(
zXY4r?PxIL*;s!puyM8WGd&}zKLPc2)d;5$TP*3GT)l5*%P*ibYj6;;f`|T-C`z4`w
z6o&>=v%op2SpsorBpd?+qhWKYxcKedLi3f-qp;9tUlw_np0MWAO4AR~)8@e}pu49u
zrHlv;jpy_BDim)uIt;JD>zF_Bc~WJC!~{k>k2_m>w`*HJn@vAUITc_%vFeBcu!Hof
zWrM=lPTLZ)c&3y0##kbrTxpib)Ga!AtF&jLcr_Kc>{wqWnB}BzHKL<3fPkS_>^1D;
zbZfCNjCQGx)-fl0U+)|rfGv6T87T27m%s|gf$GhzgjxT7rFZVr{8qd-Y)c0|JJdu)
zkJl=Yr)Ke5vVGrVGJ+YYN+iZadxwTUD_mG*bkx(?ii!Z4(GXALT5lzv%fvZ_Ocs+R
z`!Q~oON>V7+t!yHrX^fUp1&Wu>u(Tr^T;PZZ;8{{IAR+po5)i>%Ab)5%meK?85XAU
z!+pG1udf;ycpH#IcFZsN&D9_icex`U<YL3tvX|0vS(r+D_Z_dJK<#ARJ_F)4(4*hD
zYuONe+_~wY^imH8TxWE3PxGPo2rYj;@~AHWnHm0A)6`UBnWivi{!^M#o+B1Es;CM>
zkfS3SbOe^aDLoPjK%V(72-gOemyX*w(oY=AG1wtWlhq>iJbLSa5M@PW<WBJc$(>Zu
za<wp3&2v|&FzIJ2%bo<+`Y6^Qw|N-T_p0b{iqQ5R>w}Ps{2h)}jVr-J<A_hsmn5su
zfnMONNUQK#COS!T9aqZg<$p-_S|&XJz*_;_`Bx;&LV#QiiA16VEZZBl^kR=^MFq|`
zjdQmvEor8Bayro$z6Vo*U;Ta`S_Pv}u1C2;*Hd?PD-UcKlY-k8JI|}xKSXT%E^FrQ
z20o&q@jgts_gnq$BJGdteWIo3Ujrg8%e(z}6mEX#``@yq9(Gq$C|cxk0`^HdgeG1!
zp~*x$W<q>(L6PqC^us?;uX3Cyj$SBAJQUddyJu(4<Kt6OAYgNIc$}2`-bEZyg#Qia
z<oJ!BKmL8&zARu`pXt14zsxPn_RWr4#zM#m9ui*i?0huy3m&8PVc^w0)q?q}hn{DI
zp)F-Cnq6ejT!i-V-x}QSFt5AmbLjaeX7a7ITx%HzD~0wqr1=a5Gy^(APKM<WPbrnj
z<;n6a9PEIJujb{yfC4#NmpwhBizv1`-tLJJuMoOTHWbUDMKI%Tes%AKO6C(9cE<2d
zs*g7>T(6`CHhy+w6<gT7GK>y5$OL^R1~YT@Hn&dU!Qi%Z&E7fs)Hgi;l;|_W;lf6y
z=RyJevmshx{BLuVa<bPTokO+W%8RvhN%riTuMrM^B|W7euT4jFuH3Q%${cZTEL2&o
z`2meHh4lDvNhDWsOCTFBcNrJna!4i!U`_W6quw+a2)cXTJsIJ75VG`;#)y{@S2-MH
z()i+AmB^-i%XLvEBWC_HxBnKWFrq9~lnZuf0HXJxdpKiDe66*<>ay}M_E!d#$!7-{
z6R3bfJKA|H6K7<AiJ$vy5Y@o%#%PY1D-q@Gs81_>wd1vLF76&^$~awWBq@>^H~f$d
zhHc(UCXmQqx~*+;u=-5UZ#4?~XCde?&e9p_6iUqXH;DoM*2V9GrA1=yhPgIP@7e<B
z%PstX%1Q11eA%T#eya-nNh#0v&9QUaCE%-s`x#wKy>=<na{>3YaK?S6Ur8{?W5EV!
zpno#O(V*;#RR+;!#>U@8bQ;bNF(BR!pw?R!xmX$DDAJftw6!s}j4a5AgDkNr(<ZtT
z5W~jEWD{BBE~*a$xg*i!uRUM-IlDi^_;o#hsG;ndWzWfFks+7!a{tnm9X}<$Enf?j
z*XhXBq$@AiI*P=N0&$ZqFB%}dR6f`)#Y6eSfPOPy=ke5dcy_%BD7iU@WNeEqofUoV
zeeCtDLH=>`Io9L@MRc8UBk@Vu;ZpshVA5C5a@|Z7`VVd%Ot`ykR(|#%)ZmpN(XF-+
z`_;}Wynp!Y9hN(x7{RZGz=;#~di}ENrNa)$$bUO{^fv$>^wp2!;|)QavmNrMh-2qA
zS47{R#3C5gN9mlr-wEg@YUK&3S-^Q|hnj$M416pRfsgp3#=5VsO|PxS2C;KI>7`h5
zok1*yj9^imLOF19!q)80tH<4xW&Av??}jLTzQ(Ako?4(5TbRAmuK#x3J<C$?LjXLx
zi!oMD3wl6yue;>I(XDpg`{lf>!@ItbFHUg!Dsh*!UqVsVhM6A=-joe1m@$5!`xE?*
zNBfCTXvYE`M9_CAJhfSmNwjgz6|#_KtCsMQu-cIpBP;KoA&L(;hPbSd42e6<7;;V#
zxt5jN*flpcX#*44taWStY;$yIGEe02fhWKp&L<Q19W?Q)I!d7-4>q2~pG;9n8l_hz
z1d|8DE)(;Y)420q=AvO@ze(DGGS42Q5Bw4{czYoHV`RiuG4`^jJn+YWC#7c~(q+|2
zvt=Yusma<`SjaAdXnv7BqNYfvWfj>>%X3M=ek7Uy*Sbb#xlEUzLRjOIsS)<iO|$nS
z)PN7}9f`|Lbld{I=PPVDxa$K@=|02-{<>J)pD%G8*k8oH&k`zsJ0f3z@tJr^R@Bf*
z!)@o9(K+&3)yuzXl<t{>413$JOK+Qu-oG(LTE`uk_Xjn5AI4?T{?sGic$BX#gh8^d
zwfQ`2U_UHtZ4Qc~9Q*{8ZRSk;8&cBhU8{sMa(a=Kpw+$n=lgcgBX)6jkJgTy_4a5_
zp-u0X(~Z~P>FA$)1;2^!3G9;plj7^Szv>n~T5tQjd!pexaB%BYeC@k(#<c_d4b+5V
z7&&JQ?W^Pwgt$rgl}|~S#T27??B^x<GM1*qew17;4%T;R0tQ7X>6nWv1{!p@yQ?S%
ze+oc^^DEzVzw_Oi`#ha00&&UWaYM#JV6249G>@*t&V7bv7sM=(#p&s349;9Czljd<
zms2yVk*FR#tg^vPazo;wi!i8EL-B!-I7P3_F;zL9;qVl~UvSiBN<Wbq=?G7?=21`L
z`RH7)znU7Sqm?7q@iJ{%k>Gr<&iPu^vVqO`$ZPVev4(Dn@v%}JS<45NKz2eccd0ZH
zX{|_6B<{nD5Sk5{ol>RgCKrz%o(Ie%43VfGl5Zbcv{I`Zr{vU6fm8hUY&N-?qb>uJ
z(OZWVr%YFPZkoZk1N&*y^AEc{F{*kWi25kY+CL9keEqY{2pP+fh3jOwXFf?yfv5li
zz{CKTt$L~VZna5<iF-SU2t`$8YVYfMGDhy3x=Z)x{^k-JmMov0#^zY;&J%?uIQd8d
zop6w$Ke2Q;r|5LV4qxQ3!zmYU_y%*{z|Ph{3O#6B*U;78N#8Dxw{D$vc_Gm{R>dYb
z{?v(TQqO!0QcYQV^?hPbn*hhi&0sRef<iDljS2ruCnWF-T~guy`inu_o&Glwhpq40
zrPb;0C_!A_Yp&n_WVbZjZkTi+qt2n~jjCQa?L?8sG?gvnj-we;@zVFfMcSOnDu{k3
z9RsQxck5%9k*cSxd6Jihl#dMCAZLNCt!*KH17;Hb!SKH5K8?bHES|gYfX<1`$q9_w
zA)b>eucMC`m>lD)FOr+}2=Z3O5jmQjG7f?c#U5JDi${_RPfp`uQ0ju{#g{><bjA=@
zFpVl}EFr1VzM7+*2Swy`h4jpat?MDoJU*=K@CgM+7M3=3(pQM;#U@65cVaNlyN17{
z5K21@)UC>Gq%2M27<(1P2SVRdJp24)e?Q1up5yuaQk@;~U6Of**c)tFaS;VLx!s7S
z87owTX$GfrMupf<R$J>-8h<x7)4o5Tq%$ZWPV!7pSNCW{%!+VbDvH1E(#76kWQCt`
z3<Eq>!_et9>t>~KqIH_-M1ZBT{92rD+_GqAZ3rD?0#iSgR)~dplTM_OP?K^E^)=IK
z{^$BgF3GlHnG2@T;MAHstZ3M28GdVDKKuZ{MD=-vxVt5WoT&ZpLmBV-dzk+VcKhIC
z@ORSxZ4&&?Cumz03anVfU$VbG6+Rx<-er-q;;$`az?7*sC)2l=60)~(DJN<g&WN-}
z2|DWXXBU@ZKBY>zj=?@<0IWw19p6%4KXr2u2^P8U(y<qlf5NdO8yO-3mBp;B)U&m5
zmmWA2*%hnN!oa2AV!cuT(OmDh+$L%j3exWA!Lta|({+$`ztdPcujyQw8p{OcMLGW(
zeIx<Y0D>VzB8IQz%0bv-1DOCRW8j3orwrPJF}D)PWJtJ1SoF7<XyO@ti(m%^343Aa
zyMyZzRUJ@x^ge>JE2ucX98_Ixj=bDA1G7hNr;`fH$J<#f7-cX))+=f%;p)wLxfl{I
zLWf2YVLfYwti&9q1T2{2;plD9lUX!dRZm}>GDmk~!d5jr7**s4`HTe8$jc?XGy)+8
zos3F_YIpckBcktq=@d7~#gfPfUA(MH#pD@d&f`yjv>$k|7+JxsjGo!mX+H{}Nuzz0
z)<?(K4yy`yek408P%Iq)OzwL+VX;Mw&VqBqhQ<<Zk)7_0DhfN{0E|r&OiTGt%)QB*
zFxT=J%E#SNYnI-Ea#t?gJ&&oXGMN^O=%NUC8*=a>IQB-rACE%-wk|bt?`rYH$hqI!
z;7)!IY$=mFp#j0EG65}b2aFLc`V4hJ)e#13%pPmE10tu%@bn6CGPrM(7!qzK(g3s|
zt-xUR%r0*{NAHps$8z=D(osn6Y#dzcVNV&lm9qaQTsIElHpT=Pj0i3^FvyB4tkD=8
z72nYwlXi7S4tDO=ekCMhlq2mnikpBFG8sWVS0}RkXzsPV;WONKUwz_DE~{;*Q#tm`
zV_Lo?S!1$u6e`H3wuL5+MDx>V^t8=G`K@pcz6ka#BU-UR`9|ZMDiNVC{FAAMVDMyy
zC`+Wlv><lY8bcoGZPpM4j$+A_{Nz*hb@!BUr%QIK#_PqUbU!|q{$KC)hkSgo^8a%{
zIio<wO`&1IC){S5?HmNL_?{ovtkXn+cq1lOCsP|j3QP^8l<jgf<j#kuUhF35ncNN*
z(zno7WcpE0{-J(oqoaj`rAQTp<>DvQpS&?qFRhlMp8J|n!4jY5YY4F7;`2oR1^jX)
z=O>)L9^LFn=Pbo?J-vDzH$8~Kp)>>=V0zpC2%_5~4<((uTJ3rlC1akE;pryIv<0$c
z=%hyI42xK4DJKotV^J07%wjKO3-pGW96uP;;Um6c*2!L7uoZ6I2dM%L!66?=P9GVD
z-LdwZB$AxfnfcSGZ;ILLS&i8j!@MQFcHN77umDit%Y_m6ZqsDgL9o;h1Mp(a&{3bU
z3B1|cNX*d03Fav7h;HFbotEg6IpZYoWHU1<x4``HXcqaDuCsB2DMzzhkUk!FsV&^B
zt1Tck2;@Fs_uQXf?4!@i7HiAS5QbZz?95g!d^0$SVcbU^2OrUmfmvAkB{VPmP}uVJ
zOZZI2BlSzO%r|jBrOvAhHDJ@x7TY^pn{ICn?(K<m75qjZScY6JI?j2P^}_S)Y~y@~
z8vX@Mp9bZJd6!m1-52ptmv7A}Xhw7zx0>c+rkW%N=c>(I-8}|Lx!*6~Ed#!cm~L0G
zA54NKJmq}gp9al@Pujq2tut#*PQtNil5aATlgk^%ocNNzc&r`gxNyHC#gyr(Z)bMx
z{E8hXAUi>rw9qc_2{rZN9*Mwt;h9KDn1!0|0E4c2LsNUp*&?2t33r^BOo1LEr)J+|
zo9AD$2c32{KSeaRA?VQ@eMAGQ_^;!C5;oP$->>g0+q`<Ua-dKxyHrO8q=i#J&fLST
zYBqnrMtR%ZG`HL+N=Pw0616{7rVe8><3>hlDYU$ers#7MCBh>B^oX7G5HNCJlQvZV
zU3au;V0?Wpnct@ZWExMVEl+|Okl65!J{8r#xnHvNONlGvi4Zc#zxf<Tz|!ZhrS*;L
zom0KT8sI9g5+?OLekNc+fPm0CgGzs;w6>z851e3rPp)p|C~d;zH;*7;X><vN#RSox
z;Jv-<A^Zgs)2e68myG!sxk6CW(k`r{A?3D%GveXHH{tma@%-RD?IWdpAGm|=X`BI9
zt<6ZG665`F1FEE>pqxuS-q<*5Yuj$Us)jX*-^zt2Hph2k-p4n;Q-O{_p|p`}uQcXF
zk|gMSw+!*d`t51?-(9qe{_YBf*vr;({U>*cFHg_&4gXx&t$FX*A2>YOI;hFjU)YQ;
z);|up&3!yBicrRia@F13HGD-?Wc>;&PI7E;GcTvBgK%VKS)1Y9vW=kR`rlEq_%$o6
z+OdOv>?S)68XbZJM=fbtU~1xFaGf3|v+#!As))B$clb5aUktx(pZ^QU2weEp`p;dK
zxwwej!&f&&3*W(HST!_~cS`#LjgBXGprEflUvn}t8y9}CJ13)qP8Ao7Y{o^&yQb2&
z+cA0Lc<`!DK{z&L#`CQwKXV%W?;QbfmJv@K)JQuW7Xx-H(-I`!`Z~sHQj96xCJ=rC
z;mo+3%@K>V0~m4=*gd8Y^Ixi2*0GwXU7ABqSIG(i5j-hjm~FvvO%&WDzR7Vsn_hC9
z%TdqpYg;UnPsPWv;IvuCjEi4#ndw=2S>n84aQmaCiVO&o9kqG<i^l2^27K3YcfUY1
zl2YjAJ82Vv8GZ$VyZEhogV{0M5K1DN&LG}I<V9#?$JWKopDR_IZ=M}5#_!m`U6$`q
zRu9Y_hZ}zb5E~*uL<Ocv=8Sgtl&(BK{4=7cBbQ$sCO9{dBIcO(aV`q6{tc58OK3i;
z3S*7#kpEoUajbLrgOPLV!wFbhN;bM4*zkPtNB=qTqlv1O6?AZF)$fJXFXBxCyY7u8
zG$m^E$q0A8Y~&exIe%GURD7I>p5HgHjJEuc(|TAja6+lf*f#)KXvAM@8}c|fPh*b#
zwb<B7I#WIOkSetWlaK}-O|y_3))j%2ZZiOy^@8*Yn7Q2<1BIqtxCZHao>ci?u8w|)
zfsAM3muljuROJAht7REIznf|KpX3}owy)ZKamAdW<$xr!V>u4fEBCV2|M~a-I4b@J
zAMKWzOm=o8ggxRaEp6`+BD!5W{HY*mk?|ssgXk)xYl4rOcp%5>lAy^=AD_|oKAMsR
zJw9SQ=>qnAF4re$rnGwPD{Dhv`qs=WFZ|w%%RV~0cqgqq1-{W#DU`w9sE`}Jl#fYP
z_!p4(Pt2El0v~iLk-9hH{LW(-NzOEIU9&caHMKP1l*ZdAu~na<v|RncZJdj_9vmjl
zPnfw<><Ze>V;7a`NgSMDh3UcJ9V0ikLHP;(#D<~8IxRw<03=!Ni=BOpY|bBqG=Iwt
zp1SVLfxx3#(tH7dzH_bA!qqq<>QZS%hxKZ>ni0>tbQO3!Jc@F(5Olkn>X(-MBub?n
zMc8Y@WhvTMkqxqPQk!UQXgC@t)g5j<cF~~~mGLwuwU~*=YtA`!3Z$$`6<>jcU<L$7
zqv3k$3Wl@Aj)PN!kjS`a`aF&&jrSs>W|RF~$T;O{Rs0yJ&U)S}h3SiVy%6b7L9vEv
z4*qoqni}772sC|4=txF{s7h*;!_3;oveX<JQz`^rkmwdXrq#jufwhZ@RWdzAebsk=
zw()|OhBU|pLA!7>It)0C?mg7-PS`^(K>o5zhM3^!<>l{~7ne6;r=+zLLjq;V1t0a{
zDlF>Njgf2-op7@IlOr8GDQ_JlN+s3GxmLz2Zht(#IcT04i~?j5w<g(3NqsJBAme?q
zxqtfR6^3-3j5pp=W~hGbEX~0z*r^(ms+4I}eSyT%pZhTr?y4SEYY9(TR6ju1@t-Vj
z=}aNjJ7SZ5!jbGX=-5(FVKM`BzQX&5WM+sHC;IEs_hnJG%hxeajrw`My@2K`I_+e%
z`kC%|cRkHyNyVi*MQOV71<o!h?(kS*UiXCZEF=J+s;l|k))F@*LcAP<U?4<%Udn<V
zOBV33i(_lcWAOYHmmF9S>>>P&Ki8DBMoTvgkR}o6{GrTlkIX5JhE@ce&IO)wmjSbn
z@9}nS+@Iv+a9GBJJhSJ~>wO`vRWB{K>&ya+MpAcAgO(Sf@c?1?Ntc>h89u(KtBOED
z^ozKtL0ZlTgcnO+D`Pp?APyjo%Sf9(hP<0K*8(#zfY}RM5~2c#`*|zo)keS~-DO+9
zV_&a83qD1U4@?{4<ri=Md!-E%@Hs*!+#tEmQ_+9>ECzo8`Cpe22!KO7v^%{0kOK2(
z=fzFp)nc57KpWFP2P;Q+*Alc`ROFss7Wok*tPQuEkgw%ES%3S3&(8h}POP*Rv<%MR
z_MZoirHQ${@rD$^c@FLF-Eb!GagW#`2r_Z_7C_8|TKbxjF<jMZ5ahWE*OYn@OPEQ0
z^#v;nAyv_0eSJtC-}3&tSXf2MSHn!U{;W$DIzb9R3lC&ygKiaM)rTEpQkS&8{npJy
z;Zbc=X=1Y~4S>QGD^UY}{+-BCTa@$xIv!%`lQ|AYmdT;Ouk6%m!5uHLx*3n2i<DW|
zUd!Uos58p*zk?rRGH$p2kZ^s5Qe=q=3wuGv415B!rw)E0tMhZOGF`zLtGZpB31b<0
zXhI_~7wsMwUz8LlJ@+mFh7`ZjLkdN4RT@y}wEH?i>^Wn`;23gqOnj62XazXZIK>qx
zr#0?^A8l&2H!-rf^RqT6>vF}Q0rIY;;Qv*!B*~KITdQB%9{r%<7}J6$!#oY@OF4*f
zi|QhHBbrIp`>(U3ma&BG%D-Qh<|%)BH|Vq&DEPuJ$VHcbb~LkHT<l-KHUh<&9B5VA
z0i%2}POySv6g6RppP`#COz3xY)*%;D<BeH4=O?$Zv>Fo<A;=_p!OTISE^dH>Lo;Kw
zm6tNnvG*YaH$`G8Vc)7l3v{IxGIB>N^J$kV9m=#F2zi<ZN$$o>7|<6-PLE#@jdI68
z2Jqsr>5t8f(lO8Q;r})_*D~T9bqpFdtuN{Owr^g5F8RqfH0G3&TdzOgEnEH9W68$3
z65&GH>rs1GPAdkQ6lYF(LP398SEMlvaQ@W6gM14|hu=;hLd+GSZTfVAH5|}nKvCA{
z=Q;nW?f9HKTW;(UkQA<UBMbXo&~TN%1vCAGdG~@`tlNXP$+ehx|B2$WI1mnYoi+=>
zyq3GHrz-hPb*aWc6&)~h8FWR%7uCO0MQvlbf7V1R#$@j~d3p6Sv<UyEGrV!8JR$L3
z{#dlvBX4u;QzST`A24l(FH*TacyIO(HiXqYw<?S`v;MFUk>CBC(S@(f1X-+827yzS
zI2PXfj(87_15@M?Evj*62QS8Jk7*s#Vr<U&?XiQV1@R?h6`-a<y-$qQi2-1tCGytl
z<T4U(hdOT;UTc}N0~2@cHxI(BgR7#3*<yL#N?fX8G4Tn~h%bbZ7IipYQGf^}T64x0
z#U2r7i1^G?>{#8)y+=6c-?T?{=qY;>-Y3(CIL)7nI#M-N^p{@fyD6zzSNhD4OBE8^
zLngCCnnz?dNxeOLODpEM*HQx@<p`LMv~`_s*5Ro{Ja9ydH)@gDy#|WYh6y<^(|KDm
z7!AoN>dYo*5dlika0>MLw0|NE>j*9^965XKP?sK=YSKs$IAMNyyb-W0#c%6z2Bw^c
z`%d}M`gDeLFa^EqqOU92VO-y>G|S`9f^{$#0bf*Wv3RMrb$^ixS_mqud*z+~plWE}
zm?s;p)7S{nhL_Fh8jz*xLs_1>rj{kg5Egx(cjc6ha}2Q{hgln=%w1hm8BIR1*o;wI
z|LOb}Kr=V;2X;+!*ZZfyEy>OFD;|AIg)|9aILF8DaUWlughRN^dvD8qx{0ifAF*$G
z1gnoVNrTqC2!=&=Wy0BFri!v+eI7C<On)@4OpFy3e8{?HlYH&h@bRGs<<sw98A!kR
zd0#7&&ngDaEK6GGJtR?ixGE!hR;9$wXYaBhYD`jDWbk&td2R0*Kckd}R9Nsd;S1=v
zg^uOR!S<SGj)XgajW4%$tM&H}pd)wxVE#V-P}kB`ZMme}xZ<TDEYxrFNu;zaarr%?
zeG_=9KqKjw9>i3uU1_>LSLN~j0{zzs3fc+31Qm?Az1JbRa@{3Y;`j{KQq?)(`SZxp
z^&{qMuIqcaqVg;$|H^#v^MJ?@*al(y5IMrx$F|wchJPbFo)p=fML*9xu^eof;EF&O
z-|x^_qr(6&2h3DC)_~>jKSz+dl+S;BKTiI-`%v<hKiKk6+Wn+0?vSb{p$OJD548*Q
z;-zhB4JYfBF{0-)7!;j<s9WdFoNKhdQTbdxxUOmitDmth((EEbPH!=ss9kjSfZ`Q#
z4T7zEU;4Mjm|d&ca0V#+-fjE80LO?$e1Z(Zeq;GMEZKXt(Zj@xLrjB5`XG_IWKF_;
zFHJ;WKtVdn2yya`OV;f$RV<wA)x3#rs^L<0dMbqPj`i+a0ZQ2u|A%tJ#M;me3i<~N
zOhf!4cWj$o!dA-`&@@+Li!HmhBi0sv6veyR*J;M5yMudOO0~HY5;Czm%WjwS5f#&|
zTpH4`m4-+HLqt+-jJ8RL7d`pYLR#nc_uI~g{{jwrVs5b~(+{r|H+G53<AU<hWf+}w
zBViPaB~&e(EfJxk#bfQoVyO=^)|Z5u31FP2(v-3tFU5n7_uOv{Iob|}SJ_BBJwKK#
z+l;YW@-6gxdgywV#P_Z1T9244ndNG)+QeE=MpR$%)%?-Xtn%Z~ZF#W#=h~8XaWZXr
zYWRbTG>NA3AzqO58vCwrczx-e#Nq;i`A0pmX)+PXf{-LGGyIZZBI2ax%`f$(VLPjN
z=;*w9`_9Ly>&~YomWkS#X!6?7%jXNflQNo*$cI1X_$<($2usil1Ua+R^q1+9W(iwc
zRlcmGPdf$9K~UM<n6c_I^Lq+er*o3;JSE-a_w?@YV1?4Ku>K8~jS7Q7`#thzQF_;f
zBIDPVh%^%^taS5s#}ArykGHkYf9y3EJT2Kpx;nw12S~T{Q`ijL$9w+>?~7DE6Wc~Y
z+yE%f48k9`UQhD_J%KK#7{@t!m+h>}2cDOnY^672<o8<&yjQL)zp)y-jvCNQQjqL_
z&U&lb*4prZXXu$_8JSF(13C|h@GL~YI6Hrzp1j|!T8v<w9#l-bmZ{BA<j*tgQxFxa
zbwe62n+On>T#tPz?;6sllUIQuOz5MmMQ{4o{OI|yRBCgoY~qYy%O?@EQ%a||X+E&>
zMP34&5j|YF%n8abJeo0R)?ok|yg;Bak+(Ad6v37J=kO_%xZOeJ7U30}!Hmnd)Xs$d
z`H*+#$=<!{HmW(QJ7Lj-9j|AG>UEUK`9YLnZUL^5q_Y14lB9Di-*&&^O+;aPf)Cx%
zQh)tVzd+c{v&S-@mvB7)co(cm`IKKTw)W-0nx$%4Tz>Xo9K++k)3!q=?wT3H!{v9e
zXZ1Onp$`tJGThihTKt`|6h01|JW@Kyhi*&tO2(h|WW?!m8x3hh(y^zn>b+a*d7tEs
z*+>vtrDVI-|J8J>0~a-~-d1@l`Jui2%sJsst9*cOopEIyn{+#-l)HJo7E&(C5h8zG
zDbwiie3_>2jB7;uk~#%lvI)Z(#SfB13@z9nD}0?&xVRN=y|LWe`5o~dqy3mEGxcwx
zZG;d-#+~7lhTS&Rvip(Sp)LDb^}}s6&cco<8ML3C=FjiOD|kCODYgrVD{pe|<XG-+
zR)_IklZ3VWx{tc?&ZpQ=FvbsTd34%&bcPrxr5V%3jOLB7jxlAyYL0V}EUuu1zu3}|
z!S}maks|!ktN)z-_6eG_XNQ@`nf_y{mD{XaR*@lRkz8E~$1~qJUvs_jRPFS7_AW54
z{#v?OUVy1dw3*E?Gh5i5-9j24D6Pd>WQn&Ua(ex&$0(zmEn}C@M9#7h^Uz}glhn1w
z8ZpbRk!BRtU&g!zLUw|Oi^t6ot)@-Fw0%m~@{B1`j`Q0oc=!vy;~Wr#EyX%ILAc1|
z_)#%?;kF?rx5biYiG$#iZwBQUte{q=3OStYD0#3Q;HJCsadBj*I%N5sd_qN8CtZO7
zt<Y@Rq&a6gg@K>P#NOwRzHHWyKpWV2S6es0K@`SVf`&bS=Ui&;bXjh{$tEh0dVB?!
z<bM9vcbB;SK?Oh+AokcDgbHc=UKQB>CwnhM>8%3Qqbz&j%1t{|NxV1kJJ3-`8ZQri
zd!D<g1SybnvXM76{0gf5Gf!W%(nyz;TKk1^((chjCf-??tJlV$Uz^$ZP`vt-ct^zd
z`w#aK;K*&6os0pd+LU?Vr@ZTE8JgeS5pH!ApD-2=+MdWv6Y`@<PFBNv+{;C!f14<u
zmz;-}{$hAY?NG3fQjXCtFMdiCM>f~QyI|^o5NQWFnVNh`eTpNi%Z(SW0_#+yf<c8@
zS#bT(1M0r?hNPuyuCGZeY=69a5q2S8b+KpCmhc?uTvnTlmck$Q-iJlYWWs^G%+k4J
z-@??aetP{PXzJeVAOjF?mX4i;iw^nip>f*zRrf@a2HPI_lKFgk-QE@!?i1F!+fd8j
z*Tx!6qPD;Fd4u_g>&>Y8C8?HK`GBMSK53>CSrw_VFOAv{OjLbjl!<Zmv+t{6<=0Qv
zZTL2As0Xm#noV~!y*`x6@oqk>@pNrbB?)E!=w@-}kme?X40T!zYvGd$@u@ofg-En|
z&95LHsPfW#l8wKZE^}j<*EAjF!+YTQ4eboE&;fn9O8?@*tk1iHxF$&TdE<{-2cC|B
z{N=?Q#vaFpYk4=5KvD;nXAk4NC>2}sv}tZQ)P6W{==Qy>7&B(E^v&60jGKKd#2etl
zjuOjXDtgmjZ*peLCskC}VewG6C97l4z8Bqpo<5$vBoqYr(RKgebG-8jN-l|)J=HkQ
zz736uhvV=T2KCByQBu7C%(B&17k0t{GkJi)a+_NXUOy)rG?K-ORY&a>LTChkj1>La
zeh{#s!zQuKf{u#Ln8=;5PLyfwh@7lhmZB!#aGl#`*7cb941wT&(A}MC2@<^E@{Oig
zdCi&sCy?=*r(*p-%}_)7{q*~#qP5h|KE3~HF*~!ij_LyK(yXWOzPEc)4_^Piu@^Ej
z-}WYiM+wK7<0hz}^H^tgo{6#~lWD>B#qS5SEi=ZlL|-#~_KRBT>S@Pa1Y(9CS5W@g
zO#Aa$-`lhGinVwxdPB+dk8RZmU~qjy^?{Q4(5npvo&GI)HyG0tx8%<1utIgm6bI5X
z+=6bxHbOpgH&cq+>HMXMD&+#I=go`#wO<2#{EgcVfh)(Jx*uOY{TC2x(ujr$e!1WN
zIqUXO(zE(gs<t=EkG<4~8$X09KJoZ5An&?!GG<yUb3cJdQ5{p`K>(-sGb1$1dm_~;
z%{GGLH8@#q)?>%53qwmY5>D=9wWTR*OD)F4M=LZP)5fzw-D4h6pG)<~Cb>h~#nEcX
zXr&ixi$xejb49cRbKb}M92!T8<_FVBjk;<49;W~}+!`~;xI!BunMfmOA@|wKPGF{D
zBAn`sZ^L`q(@oM<c5ZLBa)iVPr&mIK{a^%e-d_I$&krE-^`LTlPIBM6CXBU4Fyz6#
z>~pz$*=xs@Ke{*;NC-(I{bGN`E!Pnmhdew_9SWcR1tqO082DSGUMV;FtvL0K-S2)k
zZymT5Hio{elQK^mY0#XeZ8bk;`w}=D<zC4Pfr)Ej{4)f}5Ys`GKhr^ITVKjB&}~UB
zqb4Xs`W*WNDo{8a6z)voFwa+x!DtVQbgVpK7+_NJXiN*7Z*vM=c7^8BpL$nUWLCFB
zZZ<L0$R-*UrHFAG!{hgwA4@o@4gv?hdWG1&8C?6S&CzMM5>AsVEWx<=`TL+D&anE?
zUc*5=kZ#B8pM!yh^Di^K#EeE*vmR=y9V#>OW>Q%>=*JpiMq&5ZH=HmarT_L#x3{K*
zB{x@*U_eWIsJ84*wd}j|U(Gb?vFEo67Z)l6$^V%+;d>wGUSC44M~Lgog2?^xCv<!=
zUZ^YAott&6+yP7Pez;ZhKg*;gM6D!)3Y7jmQXjAG>b<^&Doe#@$|wqz<sWm+l16G#
zE)cZ4dTO&>7xg>#GDB5p|N6;k@)Cc$NBEs4X;p?Z0creL7>35`YX8KWyA@X@x)SAn
zV(Bx0WxesUl^R%c+z$w9RIC!9;<)EDktXWqJN(%|k}V3_|9T~5{paepO`!Qb{xow$
zLM(P9<U>jdmww?vnLaoG`hbvr{j+wZ&Y0_3h8{c~mWgNf$7p4i>Ol_ZmfEH6(`QDC
zWn6^*dHz_&%Zc!zS5m;qrEe5;LDPsU>5{JWN9f1WmJ)HdCG=3<8}`+wflcnu9|{ET
zQ1FN18xadq7V#{YSbBLTYR$+yA6JG{L>d<?RYu4>-B~M5%-)-T&^Kkdkg;2%Y%32Y
zqM=hk6|VVXW~NZ6X(@Lp_v+3kqP4`F*pu3TYDiLNR3*_Y{%7U=DmK8C2hDiVqjo7@
zhDK8ekA<o;u>&Jg%g+al^1N5ijRTtNDtU*<qO}3VrjnqRknq3b6Hi3PC^(jB{nNz$
zSr*Rs#`xzf;eRU^=_l@Szq$j_t1f18*8z!_zYfp56AXMDa%b|}h1-l9at{^Qy8Mun
z%{C%7Kg-=5G=S5HLL?($JbjVA+mZLIfwXd@i_oCww3)!M)W`SB0dz_g?SOV4A#(CS
z$}#Buzi;N?e;+&m2$(<&g)gz_EPexm79s**oYybsKrk%`Oz?6&`B*VTEpy@5>7<<#
z!g$)NKihvs8wIDvM}mf*+Jep>{7TP={e+I{g5yAl)bHxW43gvKoG3)rlm|{$tDW(+
z{zw%MxHvZfX3FB24iW5|Z*cBV(|oA|5MnmQX&WL&&5hEanxfz%>(N_#zwxh!<BQ0E
zg?5y&wT2#{i|Z>WCGP}~FJq2y4>h}c;xeLJS&?t!(cf^J19Vx95xM9xjkEy}tPZYR
z76-?o`=VVYMi$1H?_GVy?cPiGEb6UiA81Yg`#fyJkjwjcdh=@U`+a;<N|knJ@2;!x
zzk}o2?c1oU{{MK)=L!7<nS09ORDlLGPm8)=?3b9;FPH)R>|2hn!oANZhX*Z&R&ikx
zdv?dfKA${1+v>xlBABAUf}p7_|9zjb?EOtDa9${v0%sH_V}0xQcMbNE0b1kfp}jO9
zkT@PDo&opG&?Y?Rs(qPR2c)%>Y%;+L`-1iPiLPOwy!pyJQW!tMX*;K{i@9ILL}S*R
zx{lZ0)?BU4g}<=X7E_N<K(kR4X=6fK%mnnH(jD4&PZXEJ?*g-1V-W`-ll=hIwJN|;
z2Aa&f9jG>6nx#(t6p!v9Se{pu#Ux4<Odsuy?C(<(J(24E7+$ZDEaT*==@L)uW(9Dp
zwOa56*bAbyQ^NFlU8=;gi?su1dB(!zVQx<@`R=ua8!}H2<pLfIz8CqL_>%O)W7?YZ
z!qRztaD<nAX1aS)svmfH0VtVOn2__*U+ym7lZ*ux6tnQM5$eVfJ)Im?e6J_iAiYL;
z!|vsPv0SVcmp?f?{$IdLo-#YGsZVBR7j0h=C-}+3;|X0_15nbg3z*Ou&_eBeVTYRg
zc`s5TkmMVrPTI*_t3G)^)+(0ol+X>7akTQoJtvd92xxQnuFA2h0Wn)c*_f3h-$?#`
zKzo-lB{m*L*TB-_o8~~HDoH^tjG^f}8a`N!VdfqzB61_s;^$RK-ctmyrZP>Era+9`
zcDQwVNt|H;`dL{pKn3sZtS`C{Iixd?X+D4I6#baG{JI0NZuAAd=L{MIX>V!SjjHH=
zJ1m207%^q(!4uKNFvv=~v)_UZKHB(vf_sehOdFGh#A%42GTT+v{AXd{T8DUp?KBp|
zf-^raM{PYmk&B<Y|JQSWzn@fr^G(QyT&@>X*wq4k>#&jJ`U}^S3m2}!_Lfym%F$n5
z!J!tUd9B^ynNJ>m^qrh6s99={^z@Vzxs{a53H?Yn`^X68_s>YO-Q;n1ZlWxGceu$-
z!6r%F6hXw7{~0sk4~G95KXL8mh(Zx`qONK^Ai_8BE)_xhWL5h9;C?ZubdAL<MANr|
zi!6CH!Of5E4b;};GisU+$&*<yME{($FBS?o<s!UgDUKp7H~j`r#cyYVqjM`Ac$s{c
z5Rg&32~vLJm8ge&UgmC=Ja%eYH%6e+xR2RpS%oeM_<T2rz7y-4BV}MLW%a=jkf>`x
zPZu%xgo>(<K<QYS*L6wfV7&2E0P1P3LSq>y<?@=HzQ|6$XM5aJmfAo)>E%Oz$vdTw
zzTbI`)wiWyCYr&3MCj(W&mH9?z0pii+@6o?pjHYLW#K1Std0|#l>nZTVJJX?#7<Ii
zX51t23^9+vF)hTGl5g;*PPFayl#g+!%VRSe3htDLA%g&&K|q-~M{a2{wS&I^mG2;-
z8RgJMUrOBCpZ+4PgR*S`%`U8vj{F<=SfZ>q0aJTxc1xgOwR(k))e;C1@d83h#Q$(P
zbDv{lHAY6uQ#%zVTo1gLwJ`9lvYFr|@Pz3B?^^Xn+j_39BAEp^mIgOGmYKW;Y?(nT
zkbiI=ZX@pBLI<N?7T|s-lBEeD#yVYH4Z=5KW*Vo=B$@;n?`CHeG6&vD%x&KnQgsBz
z=%$Ij_{z`Nm?2cb#KGMQ;N(Zc(3LrNDZoKKr!lPnfNrk)g6W0E_NN?hRJ*%&4oX$K
zwOXrF@vGWDdM^BkklHbF?lp0=DoPsF5dIp%<lU?Gnk1U&jw{x_&m#PB`)HU@)vlL;
z>Z^#kAgR?qCLHds{{>{jmP{YK*a>=+Z}=~OLHjmGd7Wa<r1xI{mxt{}UfwNr!ZvdS
z`H-miSa)OZUifdx?-M`1TO86O(tj`5TAg<eYcl)`s1bd9Ym4U%PsgV`S*WudA*s2O
zs=L<w7cgi#@v-O5`m62mSIsLYM>Uewf;L|~jry4-{C~f^|M^6zexV`aQgz`chXJ8d
z2JWx9*P^IKw9us7pR|Wj)jT$j^m*yfgml;IOLN+At?;Qb6WF^#fQfIpXWoV?Ow~+l
zU@uiy)EonKf2RV2V8;qp;Zv`mmLQv(U+OZ?eqVi<<wOMH8KRTA5M%x^en);p0Rm)D
z<CPWfUlGJyy-M*^?L7!r!X=#bXVbzW5~XGKf^UozLC{1G1$wBP8}?U0?pWHwP)LGg
zvSvSIawHZCE^|y1bT;+Rva2WHywGYO%4F)anLM&nP<Zj3#(h8kxap}{IFmV#Sw19i
zZU=TspH)G)#jp+0f+YR`5K=9Yj<5xPE*00{M*v6$GUUbM&ere0QOgvWI|dQm10wJ^
zq?K@!i%btb;MMAa%u|KJH)s1=TxPe*%Kn_~_I0&3+@x=~2Rr22C!A*I1fff6@YBVn
zwCyosEIu|1Zno58Fd+Y|<O$(Y^K+`G#H8VbvSu+j4U<Ky{GTjuXf%>y!d`dVg)ECH
zzbI0LW!a!8P`Z+Gb5Cmt%URSW2Aix0nl<H69Kv=If6m0Q#}`?n@V9+O=Uiy2z6qq>
z#B(4LLqTWPKXfF!Xj>lrmuW0T&gCV-S(lMI-U&9_*B|`A@+_qB7wnCePJ$Z@qWs#y
zb-UJOF<Q*UkY9K!^<$<5|J0xWuZ*?&8iNx=fKL@DPR|LE<`9<rLR!vj4O9Lo233Wp
zGZ`8}SuzO`DVY_xPb}sG925iL$1tdH$5su@lHV#zz<`sHOB@Nxz*n{;+R+|9hG39Y
z<aDQ+Dx(Q<LJU6k7JSv5JgAGi?jYHy2PI?EWvw;r7n45tf4EY|a*07*aE;Y9<T~%Z
zxV@zQ65&yen*;gDvrh*NKlG>3@C<0-CsGc|!6ah&`JVQVYQY29q|zx_YoE1;9fw@L
z(K2|ra;L;$_r~w+V*jQ&hLQ6$mhwW7Ye}`ki!H=&cRJ_g$2XD1dJDfi6>jcQ1o4^b
zK&cmhcb}(TcB=Q>e^9Tk2Ko+;lv5Ct_&zn*X-4zi;qEqAf|l>|?}e#;!fWyFa?gm2
zTy9nB?bVU}^5`dp@%N6VXK6d9pVz+i%6O2?LB+L{_)sNJvInm?i6oAq!Ja+-^tFyt
z;#YetAkG)RtWsAhNGr{+_x<C`OSO8o``h@OxHMmAZ*o9``|p-J(RA!^13w};J6e>~
z8!|=c1~<=|4y9V;BUu*pR%M(?vZSm5I0X3uXQmBx)J$6KhWkuDVz5zH#IJLOqbgG4
zzC@Kcj^g;}*nbj`;WG-(oPWDJCio12Oj7%#e?w#)6=<C*y%pe@C~GlHbn$lhFQJL;
z0D^fH>V^aa+=^xp#JsmzUN+P01pO7fOG?T>fl#K_VBZ~M9T0)Yhl3<qYnURiKdT6y
zK2k&b=C**4pT%Xkh7JBdy59ONs;H0K9lC4i6mUrC6p#jCh8~9QmXeZ?1_=ofhVF(L
zy1P@lQ@Ruc0VzSycb>P-xz2T-ANIBXg0=Tr>-+iKx157)j8?HJyr=%>eYu(UQS+DQ
zmNY($2LAvt`V^C(rpy9~=e8e`tX{>b`xWX&pwj%0@TPEi)1Kekws#*$hv#YIu0AGh
zZoh3*P6$UQ{wYZ>8y8Jl0A%bAWMTu#1KDB2iDbOa?58P+{Lq_y;M2U5Mf2DT{yp{K
z5_M{;KLzUZPh_RnHkf+VkAEdy@iBVkv^scf;gO`Jkzs{t6p7`oM-how8!2$yx-Cjw
z5U2x$C6imVAW(Mxh?kaJ=^J(t&fP~|E_U(6YCAup5C1|Xk*3Q_XqNCklB<)dGp#Yh
zqFZY!^9Ar9;1Qo~j7NmFw2*yMV`?IM2x6RKri5ICo$#Gkf8q20o2cyYbAAA9hDzL4
zl^J_YWvJZ3we$K)yv}m3F%_6~3z;iS$10bv$a&G1u~^t3B>w<(cpP%9?b<Ba*Gm~!
z3vb;Qz5riu?KXF8hXj(DQp#hMeko6x#ygEToyO&JlG1-}9g14^m>6X0`GS_{&77_o
zh_D@^JZ7}59l!jtGIaXs3#F_d_x+em-Om5dM(F=+i2nCmh5wnkAh()fQX`s=uas*~
zX;j&Bv@c9O^_*(dt{5aU^1-#3no%iHVobaDG^n*lto!9;Q}T)CxC(-SjXDRTFg7e;
z9WXUMm_;spCtT#lukmi}P{KY&4}In<SmB7u!?9nw!MjE8gXKXTYZa+dAr$7uhN4~<
z8o}2;q&kK?`9I#oMDjEj9%{i$1>R|}L-Ku~e<C}0WCl^_ZB}Jn&DRd{5^68F2r$$-
z@Mz!CbW)Q6hz*4w1mD8e8q~(K1#vu65z?D+q`Q6f%}sIK)uy9=hO+$O3a`B<fMxNW
zw<%9aI?thXt<rmV{FsIVG)WUHzm9Ql-v&1?3j-ZX4U9EJZHr(4D5=vS4rX?lX>(}?
zBg`;Y6?5Hy7*<j&s>cc}{+-s0MQ!hBi)D|t@n$z~ck_MGij|2;X#YfRv8*^zVIg2~
z27xe|97|_`+U3LtR2X@eM4w|}JCLcI&zEx28G}97cfCUVTQMoxGBXT`M1tORX}Xhq
zik?}`ll*;mt>^Cq>43|eYl*!Pd&hkE_4h|SB5Tuxs^^^UMsT@IGd&g6aE3D51C5;N
zw`>q@FO+Fig7tKSYi9V8E+U1m!dhD`1<VRz%#gH;2p?1lx=$YgT4eH>!okmxH@)I1
zMtbEq<>w9+wT3;g5?xiP(6{!)CG>!Sr(N3N1@7y2BG(aYilX1DjtIf9jXru5TA}P<
z1cYd$l6j&L%e(RoPQoAiCDU%Qjj2^J<S;$84pTSTh_*a)elw`(y2KDdHmu+E8kwT1
zbU4oVt*Jp9mrspqlHPh?ZoxhcnqwGA!l;!@^;wec<~CM`nww3_`p`gf>yPM9U%%PC
ze1Ie95U4~rlVG;%<UR%0D6SnCG0-d=Ia1?1&wV!O)w?h*_8`M**6U~fwbRA->PLzD
z+RKkPmt@yp)8a!or*!vRR05!{QNvx%xrct|Y`fiOzFbWHQ~fJ`zg2I4nN3@eRYjd?
z_O3sEdXhNwu>h*$H60S1-IMV98t(nNG%-_>eSY9yf4HDXts9GExq9oeL*40@PUL*n
zWY)}^TRkrHoA~D+1dk-Gg<|kful>)Lf4rW`yOV=5+axPV3(`k(lr?LF_aNNwVE+Kf
zztb0CPi&(MMna|!S(5K7`!DdFhIbdeDjkz!_sIn|nA8`S_9%`sAF}?i-0JlO4+Lep
zi`V}H*lkEF4|JiOo=075QSAoehoJ$H0vkdKcI+<q)$1$P-dCM2iZsJcOH!mGf=(S9
z20#R|whECie1G*1@OuB02*t2Fyw%UW&A*KstQ_oa4nlx*_g+E;A><ly?&Wo-lBHgL
z!g#5C6>vQ}hH1$vrD>UAc2$HKlVG^!4!ID7+ucSmWL`3@KPEWstLnYrL)nvH$i9Ut
zO>SzVpr)^VC#5cVLmgkawq%r)bMs!>+Io^k=jXB)P<kosy_4z(8LAo%5}l^oPx^cz
zjRMaU`gLuxq=SOiS3ezv9>GZ}N;!Uzz(zG*XYf`%#PiBjmm0#3Fx$R4=Z6&2Fz8a2
zqlVHtx}rjdYM5}<c0d}2XQ11Pp||(DEU+-gOa>XBAsa-NSv&~)TQ<7QaNdS=?Sj>H
zs$)8oE#{4}9Wz%GQO0KGU^<~iviRqgp3Tv-E=8ZWL`%3{AGo_qa&|~rmHL0aX*d1W
z$e3B%D(G5<RvJ})Q%@7VU8xZo!$9z*uAMmviH3p-H|4kbzmg)UE=$+r<%Y1c!|Do-
z3C+|Wa+^Tuv!Nl`=glO|A;&QpG3tl*+8I@2d?&ukeF;Ic-u#81!A~X9jWGQsgKkId
z7ny;hwfc|kqodDUUinvCFBZ3A=1grne?PP8ojVUv@qd0DxIr>kug8_X^xkG`kDo8x
zer4GqXJh<yv;OnI=>~?FJ^<g)iI5lYtm;l~3-OE9^l_>{jt=Wm`0VDxZ2lX=XVf}l
zrw$&(lt$o>grC-zEth~oOT3mirt5*P)e~{wO_a%b;zDEsc~4cHy)Hi&KXZv~_g*C?
z5jCQg)Ray$9oQ_gThxKwjzMyNReP3D0{FDU)xw@h+6$nstUpNKx@IpG|KKmqYPMM8
zP13CA^P$T%<@AbAhI}%JWmPxM1&&+4a|r*{>bTn9;*nsBrZb6Z9&QED_9z)!XiNO;
zc?&y{MZ1tyopX-)Gsq}xvi)PM*cZX}`33eR_2bh<F}T`$857M@_mWR5v?W|(Ruau7
zh}Y8dHe-L-<0ij<P+#?2VDf01FS#}%X#5Y~wAN#kyHcwswxr_cp$)aTyMab}05oxO
zO?6S=w`&yI9rC&PmDx4ktER@SxjXvPo`~nGvY1@T%n>%31RJHM;CT3M7$(D{)aE>8
z*1Zb!!7^-Z5_9Tynnp$V!{}?@Ci3x@1fG9K(0$Tau?^`W?))ER`2=b4>ZknK$ODGR
zU4{fa8NY1(>FqUaV+VeXYMpw#qxu!Eo{C<X-rW_F9m4tLND*5WeUonP=<btE*S*8e
z^N|%Zc)4&2{gC&HtHk+rOsDm<M$_WgLh4v<KAyLGBh&BA+CPwZ_Q^hXojI_fOH>^n
zAFzkNHyg>4$?12a$rZ-ih+F@Ox3chKnUjsjb?+<5_><Az9v^?}hv0yGEmAp23`Xx?
za_<%{E+lMS^OTL$mryGwD2Shm(h&LPRk&&MDW68ym!+Z<Q<O4>Vc>-Dv8nq$+q=oe
z{S9-{t8$(i(b-={;xUPsUhKjXGt6DiXW3^jh6C|NnoW5JH>herFGFx9_Zgsd`*8Q(
zww-xrjyafyhO{!n0t|Ix)7N3Q%oJ3E*iGni=F3!mC26v7f=f5(TW&2}5;JLGxktLu
z?QFbI8MuCvE{@;--QD;=1F>g~)PtV9DBB}{b2w+8Q<~~ise}Xryw6>?2D(cw?^-Br
z7$kHftW1St+_7ZwY%)fk>qvM7;Qd~*UGFgFk@>`pK<4u$|6GvEvx736vVYTrZSA-<
z@KFvf{BE!yyDXE4bx)_5PI;t^#>-Hq6qOd^id<1k*45{BE;Gnn%n;?H7JQSeC}hT3
zmgyy2jm20SI^?5hf0{$-De&A$3NHe2+eqy5$pJ<aFRHG{tvjSUWaX%T<5ICK8jXE6
zuyZo$mDxSyJiq=s$IL0DHHWiOugHl|SUkw=^@7(kjm4Ah>}e|x*4AYpjhyFYd4ndw
zUa#}kk^qmTwc%?ivyblm`-J{JQYIhOlOlC<0v?2F((&L$O<#r(Y!!OaM6Yh}Vd`wq
zBPy__MZ`<$xb9+gRB2Z{LhuzO18;<-DcR8PTsv-e<E+5o<d|cRzyP4K9&Cx*)4e?-
zustrBRcXAg;^!QNbM{M!#R3!Atx;dkOntmF<IZ3D;{HoQAD1QlCACZ)8QU@8ir@z%
zP}%hUdr7I8uBOO!OcINlQW4Tgs5Ip|R=vWsuZg3}K%hi`Hl=3HsnHB_&eg2Txpk=?
zQbH}+?UX@CDnhS_r-i<uL-F_H315ZN!=yA$PpbXT<r~=RCxL!-7%$s!xcgHcdNwv|
zI|+Zq$=})^{yVn|M4JJ9UWAQ7{{VUiV{gQ^%rOUKhBJ;NRJ1q}o(imCZ5rzFAnV5$
z0}BC?l3i-}1IHI7)(e8%V-SLT0~O8uF34+YUZXy4guapr(l2}MoW$K1-F*e`V(HaA
zjV6|&4j9Z@(NIa66H((bo>^h0Y&*7);2*PKe@LL-L`gBOK#Gp@MuH731+zWCZN}z%
z)Vzqrn+5G0T5@6HS*}J2_k^kUVVKYMxL8scSKHh6UM9?)eQJ#9Z={X$C{!VJf(}B<
z#$Wm@dJ(aAEtJr4OE-;`tv72x3iA#8#yI>3PfwYMQq2@TQZlNGE}8E`3*WeVMg2Kw
zk{I-BF09(>GUU&Fw3COs9N1Y>6c+ZH`z{Qx=Gw&Qk7u(Mk{=?*b2%dmEhWHUIst25
zkGA?PDU`@ePmSFE#Y;ZD072@up8R~(UC|p{<2dv4+R1>M){KPp)mp?Gk(b7pUlxbr
zj>%oRsHsMqJHLU2aFQmSy%>aZ4fJ=JSZN|()isM;3vo<<qO@mA&lBsoq@oXO>Z}^C
z?3h=h*QWEtZ5G~o9Q4p;!*cW?$J)(U>bTiy$EU5JP`L?&&p9cdno3z+=D330_HX&G
z*<@px30q1d+bwlf#k#khIDoS?9A7RR!(^L*lU4kh05@6KP_Ae1d)jZ+KRbd5&j-wA
z4(nvijEa2*%M*3I5OXt0UcY{;h!*C01e==?P5&_-5s#Pj-R<RN2%Ns`_h>q`br=wd
zJIw1*OWNIZe>r^BJ1y7pzNR)}YH|i8O)Y4h-M&ef8)yql5|c|&HDsnV>7WlVo4}}<
zq<hInq8&fxIn?;fUG`bB-_2k8_a#1-Jw@vhEBb)6#np2L5|_92pL5z*O+_>fW~9tK
z<FTagT5z-Na)OL#Y4Y|^G^1u2YOQ7q+Z^SA)hK1!l#0s!awHJ;#v@A!Y3S{w4{e?(
zPZE1W8Kn(LR}m@$Yb!0O3?UcwUh2UfCEMBcys?x{xZBxB%rssNLvlW#c6s3EK}?r7
z^j}At@$x2LTHp>MxixrwsSL&kN+yAmOJ7Q%2D&l&tcE%-D1Je8a)BR}j^}xxrKRQs
zw=o~aMg$&Y-((1?pUSi}?HWF=89`%c2JBc}Vlx{|HA?iKtG{*>)&?NbN^d9hpmyUw
zKg+#5D{U0Wi06~ZeSON?`Wb0pV@)L968S2ChRdMDDStid)WlJdw#)Qk5!YEB!4dkP
zHn4N4hgcqHkACB_A<VUZ>_5^`S@-kd6v2gxDe)Fq_@+fg!P*}x)0sDJu6}qe?A=8J
zgn^qPtqFPg(2I|%k`m1851+ca0w<KRfHW9xjDP7YHkpdeWU@-ye*9SBjN(yplK;Bg
zqk*Y2Q19dXD>@<_t0TX<;};#{b#zL&{6=7)Wh@Z4o-|3yza^)Or9v^C>Kh8cq>a);
zDyID85tTIAKv}}yvK%u5ZUabo!L7nGA>_o&q$^A~Z=4bj2mKr|wf=)~ibVUuFbR@i
zhSRj>mtS8fzaZAK?`1&)YzO=J88XKda5`B`=J}fp?oTsfqUAlfVXD;5<C?`ee!20v
zvZ_t{jEl=3Lgd}tbcm^X$MQMurP#&IKC#l+yngCfrVw-<jIS_`Zz^cb@2<MMMSAR6
zHmwhau87(O<2k<2xq!&Ci%DuyRb}(HR%gB-DJRO9X0B#wwCBR%HttUs1To4v$6&~G
zwiWfq9`Ep|3w@K6<3=X27lI**fXw7Wbz>m*7wyK-Is2?EA7-}LKv7f|k|3Yg>)<8G
zUdQx4x%6cKo@WgEE(kmRV9EWKv~(gRITlvWhy)&eQD`VhDYeBj0?%8MiGtsrr1}mm
z?f?Fy-lVE9r>4bI$;vekY=P#c3V^tbOe3-dxGfWlSn)Vm_FM<m7e6)~_BmYK@*w&y
z{N-X+)0o>Wxg?O}lBR2=i*gdB<4Q{<VOwKtglhIARMfFn*Ka1mi&AkqGrdqc@-*h0
zg#j-{lO9#p<2Uno(~uNMN^u5KDV0(R4({yi&3~yrw(+66w!3{uh5S|1t<vwp=kiS3
zAp=zUHTGPFR~$7(g#gNz(j}oH?z&lqD=#{K{#3Vyrh*#aiqc=~ueJwAQ(hVGw6cSO
z0#D~qBvthB%pA|Glxg%awZn{596Sh=;H9eN08gQ=C9Xrj+CvEM`)Gk3i@Ap|YCT;p
zt1{>pXbs_*6;xk2Q%;R51sAP%^N{ZZ5=T0B#}*l~FNE8M1G?~ON7vN<PH|q3@_{NH
zr}ElHXr&R<sZV|ZW#dRdfPdh1*oU>mdY}si5YJmX^>h*RGcR6<!z!cCGH#_jKD6K`
zuJ!Ps;19f#|5r^Lm*UmEY5n1atTc0sWrP^D=ietul8F(ty}+9bF>KsWd64JjV<ADJ
z%2eFeNPqVDHVyPo(7RuLB3KhAZV$Mu>V?@}KlH!KyRwSD<#i1`_y@T7R6CIlW?;no
zg)^b8=uD9EcIe8D6NT&cpT`>cR;>8HS!TG*G5vhcMuW}GgH$*@b!Un_pPNL51ma<0
zdu$PlHa9P9AI`0Mksf}n$w5Up8U6bymfxoT4#MQ{z9zPCb^9s)EUlhA?R)U6NB?_I
z(wZHjk?dcq7~j3?DGHmY?#}m*H;2Rp_-M8>9tfTSSqgxM*OG!ZzR$DYt>o1wB}Hi&
z>&jRsX+VZDucoyP(Z6Wz88Lst(Her{QHjb?^R3uarpknxJpi6;xH#}k$6g1)j$tWd
zs3nk+B=Ht+f?Z`lqlLQ8QogQB>il}~)6+Ay7ddFp0+8rd;E-W<9W-2B0?zhMFAi#y
z={6?H<vup6nR>F}R06;QWa`7FS9t9BA#2T(R9#+7D=-F87_oHb$hlg{z)a@FnqwAD
zX+*s2{D{ap8G0dr%mNd7CDxg?|E%J)2=Hox@ivhvdz~*(q_Wz^f<x1VDK#Ue_~fPU
z-{ZEi+*rT<M0m!fPYWAYh?6|jl(A%U)OJ<H{NRo!9y=>faiT1gqQIe^63W2sBn+HF
z$V)yk)bWtl$ze_)lLbs0`HX@K-%!imW_ZmryAd0^j+26LTyL;(t195doH}U`u)B6i
z^~f?<_iFaf$Ji@iy9+)nPKqMwtuLK3K58RR0Z%3Bw>eM@q&I(yIaY~)Xr1fVDGJRv
zI#8j>%Q?3Gz=T~@=Jy3#a3+g;&kQbgUrIV<@(Sgp+4R2mjMXoA&xIvP0IFkMsUs6|
z&{oIdF3AKX-XAV<S*?#YW<<VZ>-{L&yo`&)Lib)7H8&O?K`$U6zYu)4u=@j4RO6DA
z4xT3*;q}Ub#zlKd71TAaDuxutmfpfozL%M@ah`S3#`?4=9Za~&@tNJn^;5DIn3A=Q
zZWw<(yNsAjoMd==`nRWBw9UQaBC$|S)DaYFN4&h-|E!bSdMBKK9yrO`aiE?8aZt<T
zRs5|Vo@#yvfj=<PS2mG}F4#;Y)&=|Ac}LQM#jrXoriKXnGf4R-lYjn-0Q(Ydp>G9#
z{>=ZLd?)Nl@aFyul{!HEHva3QVA^Qd)>1p`eXyRfF3?4q${NhVtDvLl=!t7xO8-Fw
zMF|7+C?e~d<AK;A{)u=3R8k}Z94i#+20tBzgMWEem4^L}D0p3?;KlSKovc-}X7IuY
zH(84llvv6ReOt=)aY|IBcZ=u5%WZ&wlylE;G1f?z(~&e)1B+`qO~|%HkV_8z2PT>|
zG&>Xz@ClV0ozgKKrsUj6_9}L+O-nN53wIG=@ZUeoYKr>eIz#U{Q7bBKXQ%A4AQm{x
z1BXDtTykriSQ&t?5{q!tVO4j=1?z_oEv*-=)hqx{oN0b|k^3V~_WDfmv*brBwXh6E
zqf_ydnemm&h;b7W;qzZ_wU*JPLVNPgOwxL*$QYXzeG`jP0fr@sCPR#X09<RQvT~tD
z5FB`7Oj;@gqqO5>XeHi}ddXoxq7mdwdBo2-l`dvlYMJDY>#p|Q=+j{LPF$P&uh<Jh
zBBv!k8Jgm~3NFlF8^1{92ZtCiFu2&jFJ)+;Mbq*{i9^jfacPamm|o+ud&rPRhewtm
z$m+8L-nd8I#@@m?(?$x}>oU+m$TDTMO|$yc4Dap90B0MYg+{Q48<o!Al%c3kAN5V&
zA+oD%a*`Hy9{$^S(~e8q9{YgY4Lz{wGK_8Tr}AUWlQnfDW*mWA32NY(zmh|ScGq*)
z+q+MEjxG6N!K~I*bL60(BDA-=D^OBl5Nv;mb-E(%)!0*K&+r!;Hy87Hf=v!5KkC~K
zTnWei7DB`7D7n4CnDL{~O>mdcuvf@!_u_jH0TRF|nsZ#xf<nR`0Vv7=z-k^e%R8T*
z(fo1T;+r4)m}cqG1{#2(G!HN!GSdlyuNgaCK%R1Hmi2%E%;EEt7cSRTeg2zW6P#Jx
z1AafYD6nEel+5TCsH0a_fhaLDdv!R@p$$LQ+wO{#q(nY~1(P*`>Gk6?a;a@3&&=dE
zGm22K?;sWkaK*h8nA6GwTvv*95rT&08|Y}mQzf}d@YuLppa!q1NbkeYnAf&Wv8D&@
zLP1vJ86`PmW@eDGaD_(SLr6Ne5uwoG59AwGkAVP3g<wWK4$_nzUSN!}dOApCjld4e
zR}FA*N-%^w_#-w}nGvFP=sji(+)46Aa;e(bWQ0mz3XD|RP76DdYbZcGQ|6)LY00hw
z^TqAmAKCindH(^b^n?#9UO(reoTn-%O&7VUg376nv2cykB;w<NHkyn0`~31d_tL%x
zJw4GY2vkG>vtpW3Dp<#m2nCpmNGW4c451I>Gs}hD`NYV{8a;WhEDe#!f^gq62h4CZ
zObqzxj)?R-5z%59Mnf_IXEoCjHRF_W+wqKkay*s~b#se&R-X|il_k2cFPR(y`10C6
zd1coX`o;@(qH#=I$yan&F!dL7qrn6d@?!p*b3#R>mQGK{&~SN7f`nP~`%qqDeL;!Q
z%@Q4*233PiWa*Ki*g3a*j-scg0rLx!5$=)G{eBekEqTZ?vCI;y3L|mzbuU%;3$GX4
z>__ArQ&2T@ie?Jq9n2_I`$j;2XnpK(KR{qHJXp%xp88j`xb6iiV?vgl3uYThKQMLu
z{sU9Z(n7RdD*a?z_+j7$cheGT5}o$M0!w^#{T;jZ>WKvi|G776_U>jLH@Qoc7)M}#
zWpp2n-&6VKn;YvEf3QYLIv)Yq^2o9z2C^*-jA`L|Dt%ZGQ_9R?0aOgaJ6!NX!L|;W
zn4+@Yzt2!eU(9!3*?8vWQ>RQpS|aFrcX@m;`z!5Ws%La$#^YxIfdqwnD-J^7e7B89
zRdT~iGVsA~kU6F=j$k8t^M0*8+v(34KCJNQf#`g}W`Exgn5g)>C;Hn>gl?zjLT139
z^WAaW(4xowMeNSrUW;_q6w-Ge`6Owy)#6$P24)_2V*OY!Q2DVN6iHk4>+e9>93B+y
z=IQ^NwqZ!&bsCRAI`w*Uaf`L{powi;VQPf)1WgBU)}r7&BFFH<DvY+2X1oe2W{L^E
z*V>RmN>(Uknw{pm=E)d{?q=_=0eO4RGoSfyTok0rdCR%PcJry}M0c^_O@JY$(-_!^
zXPLHiF+k{$ZPD~a1vxJ?X?0v-J_0dbR-P_UN<a=Iyq-AwGMNHbA1Jj$bJA`i6QoEb
zz%#Z(k;_3E+GCvL^;umF3qfXzno00v9X-fcrg3=6A!~lqpD$3xRa$G?Ci7wG3JRL*
zcvMH%HWdlsfU3d!BPSky;8MJfClO;5{dRE`&YNb>5v4WG{XKqEJe$v$jq6qDc-Q?~
z@Hx399fwGUnF7>(4TVBEw@;Vg&S>~<J>Z#v;|bA*!4sjrbgka%rfIGj62CSEGudKD
zE@YmpS!W3Yf{v@tN3+KCwXJ^*L=0(Uavx$tVh>BXX%mdz0173gm~p@X9|tXd=P+(t
zND<t>HqNK0Eaw7#t5(%iTvL~rRWNMzdx<F^0ZSF2CZs#5&w_M)sU0jylz%!+$r<B2
zcF;D2pc+^yCW#ni1)BBaG8X>cE9TCoY_*s!h=IBjlt4|mTD`r3nO(i_Ah}MVL47uw
znMbO9br#Vth#&I!F)PX)iOILoux5K@n<#Om`ZJg4bL&nVT}n7X+<9rc`0Ve2lsG37
zd#P>9{R5FVR*>1ERP<Dglt?4FI8sG)`T(ar20Sb0vhCc^027;<OU@LhHP@+*xBKHX
z1*5NVv@8_;-h)iz-t|O7U3>EGK8|&FRmt$s;lgpvI^tYQXJ&${@&4-oRf)9Pp{MlT
zWj0Zn8}PQqXJKY#`We|b3}=D4u6vU7$kPkcms_Z_o0IwZWXrbv`4+Va4o)V{$$!{3
zDDku$h}Ri}S;~x5$_4-v569{-3@66>>cL0?kxF>{8sr4u7HxA9Opb4m&i{TuEzBXD
zM~N&sQ&CM*WlIpxSzBi^R(?HnP*G@ixStk#_%<59iyNw9BQF^^*?Z1y-+;ckp{C+3
z7rJ>`BH<irB`vQUr=Ta$)P!_^L%|0RjQi~IblqTbYF;2)y>zL<0uMnPnKy}mh<N>*
z1P&;vE>8@ewsnjnAqJZDu-q!O`|ub)#gTfZsL>Ix7iDp^vdW%1nO(Ya)I!)@j@*>F
z+IVs5y6@f7$rnZJxqjwwQC>RdW3I7N0hFc?fR_ntR{yHYe{n>FU^b0n$)-^IGj`XH
zX%y4;lS9BxLq0JS7q1*$4FiF%HVHW2?jAW3_+gx;-%QEt#37UdhQ@48B-fOo4m7As
z=mi9=u6|0n6mvt;wx)7d^O5{yI@tZpf%FO*6ZuVd!o2XcAy8j=O@miDgJm!$9e`0e
zgvA{7`~3U^=h|?#Gpb5HUZOpP0lHtTkW|Y`SmTg?KR?vKkpHCAC($W_KX5|-_pO~C
zh;aMLG2D9GXktuT{Rg@!t&jLzOi2MyQRe)C%9SKVoCQR>b6S!n^ABJ_k1GDeG%V`~
z5~LL(G9sD(d<?o*Rt~qYYWZB&{qFAlh^79@guK=k<giZ5K|9797ta?D-P2wGN4-ih
zZE@IpNk>CRLjw(8SLB3i+Xqc6@K>2yHkVxZX=wPFN0;xAQ=EAoML~VmJ?!0r&EawJ
zOlnG0UQ3yLubqrF0k)6P`kMcz_FvcQ2*eSv!|8E)?6ktR8dIjYDUB)>$Ni8i;JYhB
zK!Sh~DpKFEgcssFq%h8|2E~`T1Yu5rIooxx$kjqMy{t#Xa!by}S<Wz{I<ESDSdGZ|
z^ZF1qYB#NtImh?6{pyV%NG)PbmRQiAy}EiV=6FtEZa_SVnm($X`~&1A@shzy0mt=#
z(AU|yK}0s5WvOh?C}^@J4I}Z&H;>}n{aF2Vz7i$iTYgJny2GS#sTh;ZR|0-t+{uIW
zKlkz-FSA)yXzCkzR$}vMwp=g<6FoBtvA$bnb@;k)Hg@_atSuiWHzt7U)<(#n+0FH8
zF|sT+1ovXfPV(X>86qb(Rxc(eXee%=&D=IiGGfoO&gs;Rx+GP|oCMY`%TLXvV2ku*
z%WM|bkMRVlflbF2>=A0|e8y0U(#ecwOcpM%zBPc@?ZG2>sJ4#s*{b5HN&g~)PU!ex
zcXxnY68KE&tDcz#9mwY8TaHiAGB=_C8Km*?!P3IQ1vQCA>0qV%*hDUSew<TVMN5{0
z-A6XOtCf?)>nVe|*5XqWA8+^Rd7sjZ+?cvJr?&?E&DV140rn}1VQYTI)ell%yG)uq
z42h09G7%<Sr=L<GHP2U;aF(nHxZnPqaMEXg1NGy$0^3x`$UEAJ3k+6>1rJW7qOid2
zLfSD<P$6n^nif%H+76v3=QC|$X5&O%a%)GFuyLVr0no^%^HSI##{WsM7ZokjwXZtw
zqfnox-{f0`89uM`(=1qC>)MtTavDP7hhGxPJ@WrU=}f(*WkhTQZ_JIN231965O3gg
ztK{fM^rRrTHK-=20i}9%+IO^i)4as3@3$35EeCRw9sy?xY1-xt)%c!8uX~G8s_1f2
z;-#~zYJ)h@n*lT5>SPB*1M=gy-#l}LEupt#mxKn$^{aF+<oW^#qUlwje^gLFjTLYz
zOsR=BeB8R&{qR=Oajxletju~)#U#SaSVJSmh_8Xy-FV-?E$Alr^x9^Xde1_U+AM+J
z!?^~J)mJ@R^KvGs&TPqORddQ^<aC2+$IIwtY@K+;5-<IT_ZwmA?l1Ea;w}FGj>ufe
zDz&^)HeGg!>D@7D|2)&?m804wCO*@fX>^-(&|P*%ABr<UZ$7AY&F`4=#;IIuLIk;}
zCe`k#F*0r1vi*$RgNhY-0*xKx*1OSptB%Vz`nsj7cq{1h=@|nNKA@3#tqCaSIvwnc
z5bK#onpd8)YO1vPIRrks%838b^xztD*fE4<uEB}yT-CFE4fsK^jtRpC{!MYAa+`3Q
zFT!3NCW+$Tdi%THkLuhu4|!gi3lA-DTifeemFzaCw)#WTkjGx$b`{wY5~1f2;l$c$
z`&T~_c~lo1#HoKj4h0A|z7z~y&6Xm>44&uiP?Gc@7PVT&mh*F5lm{9>&WuONngm7h
z@@w1p#mX>v$Bk9vXp^$QL-oDSk2L-=)zXb0l63P~wNE(Eng8{F|60@4P&XpnA~*8E
zza{>*Bqfy-X_Ee`x}c{!Xs$OI5Yt_TtpI4viEkbsb{+pq!PKD~XV15h@g#a&71Z}f
z1d{z?wH18<!ApDW;gl0QTjoY;U71!=LWO7AGiBMlEy&XM`QvXx^a>+pM!D}`wCj7>
z$!A?XqijzrYoq83Na>jLfi4+c-pq&%Zn%doW(m2-<QdEmZch!3OI{34{}FP~DH$K+
z;7VqQ;_VLYRto$^by~n2FEBjYKie1wXU8B52C3*twwKCwL6<l0?K_%U@bOrG;-tTD
z+`}2*4V|&y+#JmQ{pa3gPMg#|(XgSaPmu7AJ~t58m30TJsb#%Uw(!?ysTs3?benRi
zq_<j@TDpY~8Ck5V-M7cRouk!7hJ8vjGg(~Zodo2Etpc}9e~pJz9KYQw;SoN|?=*Sl
zTW$T0bgJhcAV(o7Ai&SmVRlB888aK_`1@arT%;2hA1)?9BWz(v%JkT;f`HVzuQ$Wv
zs<(4%E@lOL#MYtUvv0g9qnm`sOlNcmBi?kt4^2+!n0DuzO|_OhCSx}m<O#@*Sl&oB
zx@<TnPPWpH1M@^Q;ID;n?~B(${^2h48Qo1cy%~Osy3Y&&B0prh*mS1DN{&~|7X`T>
z3N?MA8(#yCd-8n4Glj{tt9C!QEPn@oU%v<1sNANC)0FR=zHLOS6cMFp!aH*YmQ0ul
zAamK1gzc)q839VPLj`5VA2Uc5LlM0LsW*Co!eL9xRWp^j5mqM^d8$*ArLcxSjwOJw
zOfPw8CMTLw4$}R(fTcI<k#ywOztxk%J@bm@49BG6VJ-E3==iISuBU8oXRW1PZ5v&0
z@J$Y$8Q0MFRDNHLS2mTxjCR9GpYvdD3NktDl==i+Ow$HLlnswcJskU8xvgU`4j(`-
zo`?y=tl9O8$unVgi4Z;YSfzzhFc(i|S<xGm9S{w*y1CBD9k@JGJQEY)--HdfC%0?<
zBt9PtUKOOh@{5hiGM%-XpG}R3zi)(TWODg(+oR`T0Z_CrN-C&L_QR{yMX_2(0lz?P
zl7bQI6FnD=D8{ogRiSwky;Hv}vKyr@iO6-7!<%WM78=7F@QJGK5Oc}u9T_%(@lnRU
zjrZXs*szAZRBecx&XT7^F|h<r0R{t(3kY{U6{U(3>7?GKlCw{bW3UX6YD@@eT9W9|
z(~A}Rj36jtyae&AW+SmQxxnvHfChG+h&ElMQ5D)FM2AE8$1i7K*DxkktGFv4hMTK*
zz?%SFXO|80FEx+Ca^+fA$es)$o7H_l)9}Y<dV`A3IZX|);>tgjakqb+X*6G<^)h8e
z(R9Qe7cD;0i!rjob66;@f7yltannNKnh}WARO1sJ8NqfPbzH8VNw*9BUoCe;3=au`
zeFd76gJtO}6Tv!7P?#XGOW>DpNAyEK2|ai;#DTWws*~_N<xf}p!B6^k%4ea>giYv}
zN`K0Jl+41+SgzX^)chW?3tBEav=<wxgXnH=Tx%<_6Aa{`<7#BiCl*OoM?^h3?Q<(E
z%;^3JHXA_%=r##9oWbrfE#|t;Upoi&+Gm4?a$Rhvvwr_++itM*rd<v_^+I!CKQPPA
zxcen|oJW`rW`~r);7D+yJx@eEnz**79AT(F%oH=4Inm<FD~Z?%rA69UJStsmcgd5{
zV#8G_nw7t^TN@|8siTg6YXOE9Una+VPbr-$*VNnf0}WT?xvJ(VggfXTBFf5y)?K=i
zoq+9Xsl1Tgmo?M-e-xW8vgt7ioNTyBoq~eKMKb6fmhz68zgCs1Q+MpS%<*~2ANpxj
zMy=8Cyq+5(+KsZY%7?X|2a09W%^yuvyb2WtsKui_PY6PESADt7JY&krM@MAUFz&>@
zZ+lIv$M-%X_Vo3;Ia$hDh4>gYU?&V*loEm0uox>SO>SQn>@|G>IhlN&_O4M!S|~-^
z>3B}0DC^xCbEYu6DkP#kj<M(u8&aYa>4i>N<x$~Sp|86I+Ejz)LUi~b2^FApFW+{*
zYmzz!-!K6Z$H(U}0nlCKqs8gTYf-rbk=+i-he=^n4#C=Xm!C$H%tBF5Stgynyco7#
z#pGC_%r#`Y0I5}az)OW)1zFW2cBMG#1pdfkMOMcRxWto*T%^z||L!t_5Q*kE;xBQ|
z`3O^f+(vAh7=PlofZlL5oE>YFJih+Au2=6DTUBU5|M6j|!mZ^K_M&?k-IYcyLf{%n
z)j~I(u;Fmj_E9uc2u#3!v`#*^dZ+aR=zy6}^A8|vVo?%ecD?<5CxGA&_>cJRxoe1>
zY|}QGdpZ8)9nrjp3eN7Ukb!rBj?wz_d)IJ59zKoN(jWF-3C8X~hhkH74Is$Aw(y=<
zm-d*vm}cM+M3%3+_aC76<_|<VvX*wp-NMdKr8R+~|3DS-O8Hbbmh)voO|>Xv#_1bB
za{AOk^Z85e4(~}|#ldb4y$PT3f{;t*4aLVlYrE2EPtd=Sod)J*1O#7AiNCDB<L)Gh
zUCS*mjy>IaK@w-DrK^j5l5L(qjbTBlSvBv?!z2tmH=JJ{!{nh?YshxCTR|$+FlKzv
zn05@t?&dLh)`7-n<M?ukhoyhY3n@Z15gGP;uW{`k!0eT@S6Kh-2im_ccBaL5Tta}m
z<|4aHY&$>M2DsVh_S$eLEd3HN;&)R$^^so4%DN3`URFz5Ao3%W9h}QX4y+q8m8ol{
zb;8xw)>cH+lk66UO?n>8ZNUU71VxZ5gZky>pHOfQ?nU$UlnPxxtlDy&i274^=H@9>
z2@sq58B(*9qa#;eGJ93cbhN2?%Dvt>OOE-2HEyDdUQ!TR5dF%GDsB6F@p%@7l!Bc^
z;seGmixm^4zV*Gok|DAY_An(81PMooMfx}+83i@Kv;FSoUY?ve+D^Ce{n`1ol>$Lh
z`Dl8yv}H`9LgG+@c1gI1&4QMB9&R?~e{jkKq(=X-Oyy7mP~<WerPbf4Ug;~Oumhq@
zy?II-Gi3s71bAymMTf(~5Y|Pe@?*Jf56An1bVAA5$@=xD*yyMe4v<!LHg{BxpiYK-
z2E)sGTfy0!!-V0Y^%HkO&VPW((n=sgAqD*#$!1BZ`h6@qi~=jZPB{#pc}R=k&aSLo
zV{w$;_p$N&g(2N5?w*ccT+4RhXgT$3<HSZ+T#aJ)=$~_3P=nS$ky5{5e~uR{2AjuM
zGJ%<ik+$zkL3JQDfGJRxY;f6wiOpbBeP{uK!I`d^m@O5mZ|0C}4+v$D-p4QHOwP#}
zIedNa!_#OZ_dZ}8kGj<-IQaehOI$jwVDsk|f)^%`-)YK1gz+3CscQUk?FleB!b7fe
z;NAN;BVPC6Vl=%N{bit&ll?SpBcMU3<omILoB|m8H2>3HJSl)MdS(ibokP7r)ilwp
z=38wgs>%t8pbwWAdQY2mx1G*Q(z^>(0FqBWddm`j#+1Xv<~{uW_M$HIL;1=|EtTQ_
zD#MvxtyMd}SCGeq;w=Cy8zv`><hv;L2bS0Avkf3H%>z=DodTze2Ia>@d7}fyGN?3`
zQ%k~X|7w7-v@D+rZ0ZA;(<04;;Yn>7si5vATyhL2G~bOdGI>mWES^181zmwprPbsV
zeON%!NXnE@#mX1x#~cF83hlb3FL;L3<*khzxnAYQD&mAt9imC&GNV;`x4AxAD=lg%
zKy<~dp=v3S45b;-TDv@QEW=rND+bc<E7qE4ordyB3B*3T&G>|BjI?^b^>5Chzw!Ns
zien*!=2)z6PqoAG_zt1TJjiw~B@2ZC!o}h719f>eW?Er+h;Gqm2T=l0-m#ScK%RKW
zj<t%iKsGMvSvjX~t$D8rs|IWD=3+IzSH|KP=WDZu3WW+7OcQxJn^a@dWS`}T1wB$l
zRoCqDLA?IKw7P`t!y5vp{k)c{0?HKZoq>0k7;fWKwpp3XD0$WdJ{7k-px#=Zt5ewN
zr=*CeM62X+`8;lvW@PQG#RhiHuAwJWZ|2<qHAt{d++(cY*{?TU3RySz;C<6YCO|SA
zK)&KjsFG=UZdE);Ts}HN5zPlwnMkeTzYMP1)Y8RN;_^JWvO!I#S=LlN_crl1TZwAF
zVS<BAKel!*UnCwaeiAu)9i5)e*Ex_v<uSg83TVi78RKSRzF<<>q;?cI=@|G`$}|ST
zOJ3PXLS6c|imIoqO~}||FNbp*$jIe3Jq(XKamR+`;*N3JzrUgdhN{wLLM$Qj#ArOb
zH{I7$gYMr>X9ek++NMM(=GC-$XsO8u<05@=oliZM^p?C!PwbD>avBoR*;pnLBiKUe
zTyBZMB*f=$ejD*tbYyjKlj>@5>MxN(xyykd2#XvNYA1|H8>ecimw+<vGwK@X8g|_X
zr;663tO?DPCh_t_e4@b&9e5EgLT}WrFj&)-^#3<Qd|iY#%M={k{4kV+-Yn)k6ys8K
zG%db(FL-PdfFq#vi-{DilYA-^)sx8O^<v}Xh7C_>^HD@nB-LBvGLu<<1+so076ia<
zbnStpOdjfc3bMG^PWGfpmi=KHRI#M;l=~l%j*g2kVde0c6r?Z#XF7f&(h=N)RCUK_
zi&Wo036?XJ^)#bA9Zw<#EZ`0k%wPX9o5H=(QN=AI;pcdn8AUxol3t_{OHeK+W;^M_
zh1BBQ0eO(2BN2@iR6f}#dV1=&U0DGntK4lTFH>Ey9xU;Jyijew5En;VdixnuowEO1
z%9w@vOt7fDF)fSm$mEf{3HmLl9&4}(X3VapqqOG5#>*DV&Z4S)i4XYnx|)E`c8z<A
z-DM17|K1sj#}EVdxp=_s$kFfS;`%ebNC8h?XCsF}*A%=oAd6G>0WKrB^)o)rgK?dY
z(i^+h{{Y*GB@t5vg_-WKl8H=q>nd#Pb~R0?$!{n|cP)@M!*&V1!m(*=+!UOHEJ0SO
zxZnXqN4$QaIQC@8f2z^vODAefi!&l7kY(CDL(!RRx)?9<IG)2z*>W?wBrUnrk=M-x
zhG2*-3JaVYMli1MfpF}(fcx$SI!_>(x1VcZ!+1%asZ=3jh1_$|6@DQ_B6&V>5{i`X
zItu-eFy=^fn(!g&*$-7@oDOXsxW2B>?iE7!wO?t~T2RRJs{YS!9V=MKeo<W=$tldv
z(*PBJHMUALR!1#p9~BkkGMmZu6Vx?U@d)f&nm##5@~R0J&$3bso3C)0Ppphdrue+2
z2@-$+Ut6bJ0vWKq>|@i>th|;(*euuD>-JZ=<)e2{H~b+1)ts<fEEaV;Ra>|rg5owb
z`b8&DNPsqho^o^vDs!%qWm<yxmbYdg7=y;SDKva;$2C}2S01~sM-!XM$p!u1{}W6#
zxjib_tn+swF|<#@n}J8pCHI^CyWOqG0hS`{a@`eumEwJTG%2d@OdwiU%cIko6$^c5
z#SBj}Zy2DDIEfaF@6Pj6(yz5F#xfiPB2shP`x<Bo_NcsCzlarkezI;cGf_Q+ODLHe
zEc4lrl|q=nNt*13`^H{JX&p2zr|;yImcX}Z9yov_ZHwc?Doj%`4xP8xBwI@A<;uW;
z+2?2)_gi$}T1a7Ci?ym-+ZTKG1F@qE#kRoY(4B}A_jr+PG%sbgQyLNgjq86MB4<;f
zYOo%%kE{A9t?cA#fr-Q0UXt1fi{aiMrdlZNDrN8em6+h)Za<a(R*t=Z8~*+}Hh3+|
zDlu?Cv@$aDGpdBTWu@niN#HtCT|)arM|!aY2xcEc%gOENRUK(bnNRB}d>j?8UziP(
zD-mAJ%byvprarXtOBqZRN!AAc1B{mnVSLJSl#`bG7NoA~K9KS)-$(_7J;f^=U^IsR
z53mXC2Sv3_S<5x9#?cIw5d0<`4C;FrprT^(@0|^N&fQL9S{ZayfoLolhiBq}rN{-<
z^!wl#V(Gj9L{WOm*x;-_?TVg+H(>o>0xz9+%*I`=6PI-ule_?wW(fp~U)*`c{X)E;
zQXtci=);#tT1&WUtgzSdVK(2PnjIPiRzP4e-03X%OF%odGy-aB+)0{a-#U6_qvUTI
z{6a3n*=B0cPfd$?Jy+AX)$uP&61K{+avQlEg_VXQ%0@e1NFj0o;*yC3gYi{-hUa=P
z7-yr8kWy0#y0HBj7?gMlR0QI&eT;Vm{SDY2|7PYdk7+QhK~c&yL##AU;%TRTUxD?J
zxyH0Brj1asE`Ztw7@`I%RfdvjKq!WalwTF36Aw|AIujm^Y10|?3C3CdKy@j#geuCs
z@EVUM0c`}vDQG=IN$p?#J|f_cP21mosJf6U0q;<Wz!+TYtvu2KRC|x8a8{mN74T9O
zBy6%$Iii_PQ&WyY4zpLJV3Bm_u?UwOYBQJ8&cmV>?U=C$``OMD!a`?7$n0_ZD`ANr
z#PJcvHE=0^p?f(yY}1-cXo~6=QW_Acd8t0N3FL~JqZzJPRFo6bkQTamr}dt>4HE&F
zMyrq2vCnI$NR@|Ot-Q!m<Teg-z(+wIsL^7$g8F>~X$c%hYw(t$2gd8L8W{=1HQl;I
z668$O94}<VoImZ$yr^4WLi;$E<xO!Y3IkzLwxM}}NP+TdsYo_8AIrCwwHSzu58_1G
z>^%^9eejEC{*c!;+vOm2A20|+DZ2KN-T!-0zY7Cg>mz2J!~8PQ<Jt~@MnOa2u#$To
z=?u1xBrF9v2_+IG)OO+Np6~&#exqOrME0OhTG5><ZpQzy78CK{dId0U7keI04oHT2
z;y}GS2@K!#-=A6?$~nI^{;PxcT)wQ;ZR{T)+ZzO~dYSGj!l;pN!8jTrMj{g&GW|cP
zIjIw5^~(UaV9VpOu6C!dEwd;p!cbJF^y$~%&gZMA7mF?0MiY(A!;i93>(9gg1b5y)
z^vo*Dgrm4T;Z$^oIq%zEwYZH_bedS05t8wce#AEcoPg@^h+*#m(_jy)An}-Co+k)q
z-8<njH8{og+L=DQ(B@tEmM?1*DWhwl8&kc9kRuemOrK3tZcK~YW%!dRVv6F|s%V3{
z4j*I9xPd~ZGsG6g=YfZtD^$pp2B(0e-@W$)mP6%KAr(|9z*44#4xqB;V;9{&fYvlf
zDP{stWV{Gh@H(``=&TA&nrv^4(7GE#5U~Mmu^rO6E#C0RbLBMExU)?(^;c&Yvt-J=
zJG9S5g?;L1kGRxy0ezI5a77n$+$wx_9rcqeN9m2e+o)h?8J#=W%y`)>KQo6%l{ha@
z-fmG-$5N`{_^>1jbj0qTMw5tbWViOEa|x6i<o{bio-$>TUB|#qLlX}ZFAh@9n{V2v
z-_E9Fh=35v;u5QKS8~HB@|M79<?o?04xkT+)6#=9w1Ch=NfA9%krVEHPm<S5qaxEq
ze~3?$oxd{qbsOLFCctRqA^Q2-I;B+<6W}9@;jgvF0_Lco!G|B1knBXU!|4$wRi@|8
zp^W#~*VfYcwOZ+gXhHY+!T%9<c$JtE^h$RRjLOk%i=kpzWQobKE2^pr+|+APwwy<*
zfP@o;d`_Ox7v#mw#Y`B34e9nEskbt`#|3e=$)9v#AjlAcOpq2PW%LHJ2vcpFO0yPc
zQ_a}<4!`qvpX4Xy_(^H4kYXfMPTyv&V&9cayCyMk#L=PZYg0`TR{SH#qEEn0CScI)
zbK)gh-snt-_{Yyg67M;5D<)w(FLR=`;ZE8BeScp=G^Kh@+bSt?+eE{99uvY6UVIiu
zsPQm27>wzJ%gh*e{xiN*jNeSXpL|(6r@X;vidUXzjQK8H;{zMGC4xSuLhuAqV7K?u
zB{dvZ*bc;HBZwm~vkgh!8rKy-W)J}g?(R&Y$@79$n{|=vxa-)oA67`;I0v6LBha`D
z5T#gOzK|AVmhx?0rvmO~hq-H*Q0zA@p-82IkS$$!$>tYZ1iM|I?^yRaKwhvGBY%4*
zX)!V)obnB<**1eB6&*#QU|y}q#1@~+Pk$MYOgP#i@>o!FI$|T=iDJ|Dnn~MI+$VN_
zC(|YRE1c~=!RY_{keCIwZ+vWI4R0yv$}+k_|9Fl`8pVh9f|-Rm1%a;dbp*Fk4o&j)
zFn{zCkHe6&;~Sv7WogV+BLK{p(}4A>F*1>dAeVuBa52p4hX+?CzH%qNXQQRXoh}r+
zps8<~AlK}jr)EcF4I7&h099^AljWS$wQS2(z)J^9aN$83r&W`A)9#IQJ=?_Rt`Dh`
z5@J360aSLcVM@#_FHVQnLvb#B*6dOlafN|JMvHei)CRFDdXYs%HAU7`YqRVWYP!_4
ziSY;?<3o;-0o;a)zJmpO(bZ~-@F-MJQ%`ALb%7aITM~z>j!#iU%w-Zg<#VShqBaB0
zWT!BMeBoft7Gdu&Zsf?jMO5OvTQkPeVfxo$`J#q*MWu<%{vV*+37Qz|?=Pto4$)&(
zP#Tr0upWq!G>eL<W0{sI>ZmCplPP+)*siZP358Qk?n*jZ4h#%%KX$qOsO-no;r#&U
zGfn*3Q&*@_U0r&*PK4Lf&3|;X)coqn`-!CjK$Mfq>lT%EefT8@uGZ#CuY<q0`7Sh#
znpkttYy9~+;6Y+GkoWLg7a14d!z!auj-Lghr?`Ywa|YQ+Y`XErbx~~gI(%iZ^Z5G7
z3Yf;RyJJz-b9UZDCWFg-d2@jxgX1bb+z)U9aY>cw;_B^vuYQx%cJFFeHioWT2fsQS
zrzs_~LDW%E3o^Oq-Pe2O`B(?ulKfm|j=`zT;+K2M><+)=Sa<uH-&kwC!IwE!wa>>|
zP%z|t2vJ|$`AwSPB-rKTso(A><UYxlS5t5E^2KR55V9N^(v@##Q8#l7dmdiLBm431
zG}qo_2uVS*a_l8F*&m(TZg8xPD7+*__mXbh1?O{}3vr&eF}!^uSw3oh0i02a2h<Kl
zNfu@6YEK=d)}k97pE;WI_His+-Zf`|qa!Lj@LyH-KV|WEMokqfE3<OwE?&Z}r-sXx
z7GT_Z`nc}4#T<?Xd~P@NgI@ZvFjh<26o$l{VqxOa9Hveea~XxdmAy+O>+vCO`D^(q
zn>AlI^H;m!H=VN7F{ejgM_tm-f?Bw#T<J1mzlxK||IXnfI<+Su9RKWvWo#I)sHE>`
z9(%e{e9A{&-xgHZT$hsDEH-R!<4D((@z7=pu%vO4Z+3)lmxvXjq`_WzS?b=$w7<We
z{dl7Pymoem5;S!u%?2p`k+Eq)Ak0J!FfVIf47c&I8gSyj_p2d4V-2C6F-4L?sZy<I
z%1C594aD@6jw7K*V}HG6R(ikh1vLewTV-@>HB35026bL6Go&tC4ZzJTur7lX<_jVq
z>EQ;8))}-pCF;6}OZ9eLS}RZF8kWU&H}-QK<^%QNB12EoopPasb{KAeN#dt4?^pyJ
zsRy)$Eli~?*iCAr!AH3x=jG`-T$J9q*@Wn|mTL~b)%JBp^$OMsJ{vW5niFr`g!Tsh
z53=4esIC7E-wf^++={!qy9W>M?!~>hySr;}E$$A5;!vF8P$=Fa#lD-}-|WnPXV1);
zbKYboFODRi=f1Bito@GttwU{Mq^v;My)>-vfw&Jc?qg?_pO&<#|E1ihFK$@k-jqET
zrrhX)$j$qcuM`7r^f;lg#VotOMB+^+g$0Fuvw3%;3-OiS##6fsd`)SMcHD#hI{M*P
zw=9(zdYkIW%IShgo%RmeTJ4Uu)O1BnP<ZHJd!fGpZDdp6cxLK;ge4z55GuRA>AHfO
z2%dQ_a`z^iF?Na+3?59jv}Jb2_aT+jq7L?^1Lg4XoZHgbYf6Gsp)*VDYuUh!$D3FD
z5Synh8bZOd_L8r9aJudo*2i<T6VLQRaqqc@-a6DE2dFprz0gXOg9j%&6E2T$x0@L`
zf6@|0yy|l3;{EcPDznySed%;%G<EEEYf=6dkx9jXX4z0)TW8tk&&K4JNzBzceafJ~
zwe`45ev(qGO;RiDb-`55S3Sfv{?t~w=UMVEC*x?}-6V;GtcOyE{@M>tv;}WSe2%zU
zNNGXIZEj8ZT9_!1T*u5}P3?k}6kuN4fV3Hd-oPFRna_(}fQ)xP)_}516eDkoFo_dD
zISk}gxI>EX!U~zelM+^D<|P(b7TpRh6m4B7n7I4K0>o2(*)`g$D&y`@LFpmrVNK7n
zUn)sE!YpxJu?kO+97C6eKS+lkF5-a5p|D4rdo@T^Qw(UsZW)U#4a!t)?}PRKFtM8Y
zSv<fYu)N@Mw+k5sk6Z8~0;9xoHj7H)cZuRjxx+j^(&8XWHx=r{?e2UmR$S;+XD`{S
zWs!VNT_|ex)o77|hInqOesvc%la0C^BOR^yXmSc|{*AR42kqzJJtwjYuZ<_I%9j)?
z_uQW>3>f7l;?^Uq<=|B))o=8IHd;}g2Qv3JB~QXW#G%AJ&4djf6GCTQc(M$m;e=ZQ
z-zwUpP%YN@Dw`#vY?SYz5ofR8gI*s@4wrxy(bkg^M`6F<DF4;lV?qa-R03DQ3pcs0
z%|D4&MEMZ5b#!*FR2w!zO;qg#inG{DMb8O=ePdq>Xg_1*=s8$Qx^NH-GsZ}H3(LYP
zrcoAFSqUbtXNmO&DDnI-d_XXW-y5pvOaCz3Q~vXh?#e1@cC&*?<xq(ksozZ3Qiy_L
zUgV||%O1v)d88!dC)R{h-<$J!#Tgd4J4wBxUHdwsW&Z0ByQ%TWmU#G!#AP36J7f3C
zE(SWy#rTJd&&k21F-yCM#*dnV0oru2^&^K*q67)!8|@c88M>g@S%b{SfvJ9hQ$x{-
ztBB+(H(xYeOWr>qrwiRWbRmhiO(A$lNSF+pFtGN*2NfB4HoY=!tNx;m-mwZd6V})`
ztn0wTKaf<4g6F-(9im5g$EOmx>XR#vBks)x3(kyG(Fbda*VN!YRyji8XY@7HEhF(D
zbWY5FZ!Gz-w*sUKKCKnfV|jGaOYM3}k!DJM%TI>>y^2OkbL$;*Ihw~sJ%bJM4m#DM
zUi?h<Hj#^w^wIgNy@^MQI|#hmlfmAB&!Pv8qXTJroXDo@Zw=d1msn5fipjm-_<fJF
z^MTv@CF_{6VygG)Mp_Ih6`&6TKri+6#iHyzJf5b^7*D2&r5QHMP9WUu?)h}~slQCN
zb6vIINB_WG;53}YX?7@xz_#b)<>5(6k&GidO~}-0haQH<U(d}@DNC>jL$p1ssl2XO
zrN`c*HlcuzdpR<cEUQ+E2~LLq)9U5}dAdAHEsiOb76p8wBn1PkoX*ZvmIe@lG*UC8
zSyKTmICokby2uSqTT`&hfWr2T2X+n#VQ^)>F}%v8BR2Ghr17RUOAafmkByU>2X1ak
z+iDiG5wR5uqdt5zK^p+NAtnL@_>+_WcEvt)H)e#x!zp0Ij^_Z)gQy#sKevS1{c2u&
z`UW?!5J08uk<8sbT&tUfjaZeTszBTW|7GnSPUxEpkYGkAfzUIEzx6!i)QUE**4bcU
zxAQ)@7c0}rql(ctVesASsWUBIc64Ma>Tw0i!Q4i4Ciu=o*3WYjQG43xwXJz&;LgQL
zgyaTy@%Has=spfyD%Y^>l?b9I?dra|cq^ZwC&l*K&N=^GXu*m!l$ieIUe7?XvWwp0
z8mcmK(-4-Uoedg!Ciiwd0oo~t2)x8j8Y(1f`d>)1)EW@5?r|*qIP~|FkL+x8Zu)q7
zXt11Jb1K+6TPZeEEH?aucOT^6^}Qrh%DG7_-)NKTPEK^$UyyctN}<&WmuR|%&cWFj
z?%Ti4@GX}>D>lB^){`#Exl&i(d8S56vRQV+tJ)Vc_2M+2U|+x257ZQbViI=mD+#Q+
z@qxm-4nE;{Y0fR3Sq*&|+QSVWaAsaCv!;fvBzO}9mZTBZ+q|)Ff<N&0lw!^ax3B<#
z!@!x0C-^{PAdeT!WhxLrH1s*4M0HqHE*@%}2$B6(UC*7agexLE<3?Af2*wozR(|}d
z0qQ4?^P2A4=uGb?li>nw)O2yA+h`~iEa??xN2uC>_tKHo8op8i{Z6%C%SJ_SxK>LN
z9juW(nNiWP;HQ7S3^wkMNx}nANT-@wSQ{3U0&Gr74^pf<jYVM`OENn{J;^<+I~u))
z;n6FBSNZN5XdvBT;E|E%P=vRLsK3BAkXGx?I57jo@U|AsG94+nyy;+i7Db9UR1pmg
zAgJ-F#(0F?aGg&Dq<!A%;Ul`8>RG>8@$F-?s?pdYI<vk#g9lJ$YS}QO^!h=`or9U!
zqwc*CQ7CArbh#kM=KH}^0Y5xuX&q*Vz2-4!XtUE5yxt$I=qEtmh|R$DkZjBbq;&Yk
z?!fK!17w^TswL1{DoMlMORE3(cyyGnUk2W|5~Urp1K(D=EN!zWH5JI`t9UvM4~sdU
znvT)+^Nv}QF|82C*Oy;(%%ODsPYCGf(TCJQ^Fc5hiC4)fl=PBbyp7BjqcoN>0lT*k
zE4Ds5_?^Ke17`01cY%{2mIb1GBpYm=_vebunoI)y7N*bh$g~Aq9^RCLX$4gchSJjM
z#=CL0fOAOhz_1t%U+jTH4XAn<ekLE=^Sk$_T~*6{Aia|trqd}2-US3VJuNR5JqLYW
zlK&K$9obE8x1##-bh5Fnl^vp4y5x?SWWLVV>;NPkNDBxFTvSA)p70DRNv@8sB3t&|
z{@{uXH*|J`ruDjocMM#Kf>chhrBg!}>@@9Q!YI+Mkwb9pw`v_>&4zy3(Oo{>{~G=2
zlk6TdXUO_wxivI3`6551s-fe&{rh?^6-ob~yHK<{K{AOZQmH5Qtk}QtBT5QRf&$Lv
z%TwcN32BjR1s~cQlU6uv*xKypsRB&jwr5h}L&s~Tsa7&q!ny+Crn)AJ_lwoRNoif#
zcz=WGY3gDlP-f&;U}h+M0DY5#D(hmkR_F*v{x~)qnlYviE%pM12(2!odOk`^ervrM
z*OO80;0@XL7C&aWS1s%{PCaK)KKj*N(vRBH`r@_1G2@HRKL@^(@}t>YA<|b`Fy(Zw
zu-Ckg9`y|_sql`>hMM$^s*pAfD2oD8)6qCr-wJ;}h)M3;8s7BHsSL|oZ=3vea~U^%
zHC+0}=(NY^@w#(0|8bSl%U@@#$_Sqo4X8Uy<2dT~bZqdX>wVzlIB{XIa*7BQt?rI}
zeqgzpx_o_yR<#{UHorpLbi}b@0-RnY)(>%8zbx1ks>d&k{%&E_tpY>ToA;Yoauniq
z%z^bORuaI`oES?Y9UUFP`YZ+NChyM|L)XfW&L8XQc4qC$q1Jc76qgj+>aF>q49Z11
z6VGDe0>eZQ+5D()c^r{`ztLVB)v;$%E91Pqb&Q$9W~%D0m`t3~xMZHG-_s=8zN5YR
zzq%KUi?8Vzs9wTtR?$Sx9>z0C1VQqqy5~Tr3+4M4#=2?9uSpbEs{GBdjt+G;mcU<G
zs&a~T4$rCM_7cj?=5KJrrVD~tfCF}v;agUum}i&p41|L>T%@wfva*pDM`G^d#e?o3
zI?*1m!?{DHvTPpr2`C$f-4Hm;Nx=n$D?IN0HQP)Yd_%JB<6l^(A-fQqUvVz{L|sK_
zeXwa*U?!g}Vk>8ixVZIPr)Klnl)0D!Beq(0>0x8$N8Ml+`^x3xw}~Gc3eH!p;HDY6
zXR!?VRA*6VySB%!LyAPa-JZxXp+<;YZuTMC6S-Oj<C2r|Q;Eai_&``d(CE2a^XK5{
z_uK&eF~%sc+g6BuAnur`Wg?sR*8tSoZt&eD_n<AIj<6DniQ1<+$I27w3_ccV#ecY0
zL+@mJn*&!q)>|Lg2PO96W9~FETFiz)dF~BcJHTKXK5ty>L;YynE5w*2XdS<5J~J-Y
z2PNL^o#dPe@+~!AsV+}rs0$^7-F7%th5#Yfhus%G`vjL>``nsXiy-_3&g%F~)&Jqg
z+tWsfYEa*0sf}vJ-#2okl%@cIPObv}f`o)!J|BmgtCBc3Z-xFZr^27^4>0Mb>?h1y
zo<m7B;*%T@8pc;_Y`gx@cu#yq=Y{J<h&1^6<IVWh?LUB=)iymQzTRWttHP_$Q4b2F
zuBIR|K>6UB>d_&NI<PEX4v|zZjAhG|G+wO^q|&Z!snzY6g^#O|H<P83rOj~c+p)J1
z^{OV8tfe^4HT3m{)LouJ$3QqaJ>+X$6UAd6xMN09zep$im4Cvof@1XCmP$#xZq^KS
z>^!q!d4+dQI*kIdU)PWwFxx2-(K>KRx+42+oFD|~Q6%hqezYuB_-<^{wmI*NQLly7
zLA7`hRJzeHcGv~*kM}Ez(Xz7`3-g5WHpHK{;oMz(5-;0id9*{&y{csL9Mg5nAqYir
z*3t%$KNPNY^mOyKyG$LEP7clol?Mn-+U|>bj~Hu?3J&o8%lx75ioLI&jb+4K4xXW(
zDNv0CugvFg8!lJQW>+FmDcOWNlUR-}f5l4=N8^GQkcP%p1ePWA)jMuT-;4ZYHco}&
zf*{>SVb6cUiJi*!+4&FVDGtvAO;VJq3VX>o5Dz{mD;p~tCUo&y;){nFFjIRvI(W{{
zA#?c>!V6tPo8<~^4O(Q6N0%WH#|Ob<&m{?5B$2m@B@zTRkLt<^KU8W)+@dUXaMfty
z++ILA(H0wxpR?4ep;WC_=9#*gO;5WoU5jTIEtgM~S4}?`u1pd?X0K2mNTW7$kCI<Z
zr?xf@VctrVar7`Ef=TUH9rns1X>e5^%iUGSe~d1UpWhXybbjX-XK>x;d`?uG9R<20
z%(^yK%T>l45|Qj*%9Dh_bQj7nab*^&gl~Blsh_&BSoM4&cyfAih5an)^00G_@h{ob
zl#6kqr8kn<dREM<j!vLDUpH&8Aqy|EBf&RpcKpwG%>%FQhSdu6MwY_%<oSFr2ugi!
zJ$z-AK0Hv`gi77Bv0_cWLT)x}lI=2UxJxONGQ&QN$H{E)H!w4c08YbuscfeD8(Em!
zOUc5~eG241fL+Qa#pCX)ypG1I`Oi7R%RiCKHZz5T!jHB5^^tB`s^SViY1PMW&sTNG
zRFjlTn3S~R3u#~*%b3Ah!cFpa6kY?d(3Ditr3l*Sir!=N<JlEfQmcQ7#}_P{XIr%4
zZZ`Na#{3I+qwx(_qC>ycD0QYRRpUHSA(5{t6SJi`LLN&j<stzuRY4eEMC#r?ZC&{g
zQgkq-QhXJWP^;RWTJiZKlNbAf9gKybQ?@-{kuq`MnEl~IrYv>ZN3*o&<TFPVTlTfy
zqNNGG4L{{S0DLugPj7Xl_5;VHSwg3Saj91Qi%c=VonmTGsy>w0+<1sRL}EJ9V9$qK
zLGa_)@9CXlp+y3?q`Bk<k?3%NsY!)95*3+Jz-cbwqywq%ow!G1jOTvdbad;9t17K1
ztcRb=4*U7<=*sGyw3xp1^<BM{qumE(+!MC$RKxA5eGso`^tW~o_*6Ab=A*;y-A9bN
zs@Dw&p)U7Dx8U{E<7wA`<k%lT?@7bpaQ+ARr3vS`#?Aa@pWmcgYzc7{ir-5K4?8Wk
za)mJ{2?;IT@eG&#%_B<g-VMgS+C<tlltqtR5yab8OrjAiX(mw=Vz64dWsx0xB=HZ-
zhZ`aThjI>BGf&CJ(7pt{8*#<lp0dP+ZD{3zr-Of%nPgT`)-W0<>(e4$E;ky7a!{xZ
zGz8C-K%?<32GkXVubg)|gx?Hm@SdC7z7&#fW%krm$aX9=)Ku+%R*r2AB*~#2;bNI+
z>E}|;Ca9!*)C!O&6jjxl*l;$HCrz~Qe&f<o5b}D^ceX(=B{rZA{3^St!~L61xlZ;t
zMs}PDcpoYy$?+-v^6B#{)7FmQ#G_ez0a`l|7>4hW|Hp{4usP5OQ&9NFfKgXOzTvZ5
zfblY2B_>kxCaJnjH;=>TH(P}Hx25<o-LgSy-(1JmutQ|ZmQ*QtBFcKSgB?OdNnMUO
zdT&J(u_)$DO*a$-WZCKOiZ(Euc}%pGcwv5J0&y82d<NvQEKoR5_6LA~h-^lsy^@w}
zoxHpX8vu_>lJi+tif*Psiru)+%+$EQR4BbXi}Zx9!@XVvXDB<L=(rTlL+QyV$M5>a
z$Sal2<;%afGNTe5E&cYn+9GbpP%0{g-c%nH08Gd5P^1hFKHdrDHOx{^_eu!8i#yHc
zi>M*sn{;GLlh+I8P+oL8;2);j&cT>x-;21ohU~KgSpMVpXuZt7B{FqJ`}ti2bdTK+
zXY!1Jb6#lb-`51}h{r6bb2W==5;mI-rk29hx;Egz8U4EU4@6p~hbO1zM8>?_$sL$t
z@5K!4h=DwDEHzQ&S~O46qkO~NFIT`hErKeqnf`}Jzl<t57?LotkXH0qN8jRmDN;Ny
zJ3{~pk#!v9M6D=Nb~XD9#&E$I?0whWdg~3O67Py(FiYSWNE#R)L7x%{xLGUoR+~X1
z)cN=O_c=g@bO#IVpVJ~*PQNH$KiluMd`URWF9lm4H}j~CJS4KQ*9kUb(8?5Jf=Srg
z7DmU?wzB`gI6oa&X)zjeBqn99$7t>_yybfgYZ~${lDOKJ?b5S@IrH!=+MX2%0*a@t
zGOE~qR4tWZTPs%WdZ8K%J;hV{u^L8ZUOF9dlt}U_r7C=aEgBjDm1L-#B4xZ=4-&sW
zGp3TdodCOraqAT>Zw;&@AwqOz8;2dJ3Z<}}F^0S{-KO$FDv!0+wc1Y!)8{A42)wS2
zJP2%~UYSd9^nP!hnJSl=U-@knTT0D3!)_KCe_cr<6hh2{3UuXSq&Gm4&VtFTOw|vc
zoWl?Y6qT%>V9IWO-2|^zG8*G$(MALyzTE`7$(h7%B-~R&3jicLduvw<djx||VjP84
z4jLY|-?R9nb_lem9l`4F>Bs^IHv|rJWYTta%#qNjA>K4gZek?Bvr&tnN0M9Hh#9T`
z8(_)m;tW{y!wqs#NdEcUp-LTO!C0LQsij4z8v*{yOJL31`VT<)Vyhz)w#X(CR3hBu
zCaGCfl^el?ixRS@2GX*4^Ei3R=#7natjhtTGTAO`DS|ah`c`Vara{=D$^Y{69E>N@
z@*Pn1?7!;N`X!uG_)dtt7a47n0pSmF{pcM8v-Bw+!9O;al(k}T2_`(1j#GgysPd~$
z?!vvRaa!~~Uf=!$_$o6zd0?}Bj<~Z&tI5D_N-vuRX199g>*Hce_E34mr#J3I;KwWa
z!jq##cW;cB+XD~@uv`8QdOtLK^}oyXe@Df!wVll-3Mj<q|8>nm2OgZV|EIzIf9H(%
ze{Mxa@a`S!9RB#=p3a~F7?llE@esx$)5<V~NE617a2vm;Y00h@FskJ+J3%6%m@V-j
zu)|#97@l~P;jAfpm31q>n6%TY9Vl0DT4pMR%=fw6d-@gQaz#g>azN;loI4ITLy$?u
zWPBAiRoT8A5JWsryPJFSU{w<&<Qav+tO1hFEH_|Mq^&8?=kg2)G|y`Yue2Cva%kq>
zm8I6ca43^ByfE(nh0;Snr%QX{_K%57g3pFWPm@Y}@&Jt2krnQoS!XCM1=tC1MAR^;
z9J|HGj(dn5$c*<GN89dz3lfQprb@`c@fad`ZD><gDeZZb(m=U94t>H*$E&tgM28V7
z_(BM@7-Ucv?_qHn&T;<^rd6M?h5{f-6>;c6*_G9-wcuq%O@W(Q$`}S6pi&Sr|I%;f
z3&$$_AGK;3yV)|-`V6;abW{xn+g#?y8D2UjN``B8bMp`cCQHk7C6Z6)7*2@%1OT~8
zOK*P>J{6U5u_a;S+A<%P`zp#>b;zpP^(kFr9Q|2J&V-b^XmmvQL}F#Sz(a^H6)GRa
zJjeSX=o=5?F(VfpHwfDQWzSjM?ONJaLLSRbFOAQ`g_YN)Q!HX^oR~JV<3h1(o26{+
zb|=uNMRd6_mDzJOu~3333F1o#m*Xy^Z=jQX(t@IyQm>w~VMEznPV&BQjOj@62!f!X
zQ##uAxH4;`-Hjrpwyh(3>bei{BN$320t`BkvJbBRlT8*{n+cQX<bID!nvR2}78m+a
zKdGvG%AY4GTwN*KEo=fn%0$`ir_lSm&@$ta;TO)5$Q^IjkVG6t_~OXDv!LeR_L+&b
zLXxwRGsvBt;>NqzH}>W_mvF9~J8vlh_PN;ApjdV9!VQ?&jOl)%gq?(@+nbM!XIzJO
zjHs^v00xR@A%WO#zyAZ&KjZ#>$B33l*{PJ^NDUV{p}5l?+Jq{`1|grZ?g=J7m^Swo
ze>DZfSuE?s9^%?r@_K00T|n?EXNyGf7jix7z&N?Aq)e}I>=))|<m{%zY_uu`T3Vdg
z2EZj|En65RI<*!f5jLSPwq2@kKCEf)Eb-xR=%AjSu&2CYis{b85O1pDZOoW+GLo|V
zEG)wQsem{$9uY|zSLfC-rz@(Hq=v8ZP00qDP(50>5{%aATn!aNx}r2}V~yHL-WK^g
zn|>s*hjtwBb&g#&PZ7YFUZo))kbYA<I=YsqVFUEB?F(+c{n6Y~F2mRPZ?m9kYK9St
zB-_ecS^Z<Dns3}<xK>)Ufk28S<ChfO80=0WHG9n8`!?XbIG!r&|MCaQ1h@_q`ygwC
zONsa=1ss9C#{U2JzVJl5`NBd5rccksQ$G$rn(MEzWG(ZN;+v+v^P682Wfkk?xBt(_
zD#;baZx{`<=(T25&e61MYs5CwSD|&+7*xWYaQ6Kja>`k+R=C{g5rS`pAvftOG-Qyh
zxH47*P#U`_WhC6QCODE#3*aGbn`Qh#NfaB6BWHSs)TEe~Aym;sExTy^6^F}?b|Mw&
zfR3Y9am9>%qGO8$H6fbvQl@(Dft*Mp5=UK6!9cdZ!-M`Cl^kUwDo6?OpSC<$xaT+C
z&$+G`j+Ca>7A>oe)%z@U5xOAiRE;{vMFv{9tl17m{O@{R-0Afu(P@?@5?F^8)X)jw
z8tVzLx>4(ww(_~S6}wjUn{_A}z+gYYfGT%quxq!U?aoh{IBxN3s37+HArU)OOr=T@
zBYR;w-KthCPi2iSre!5mHdMq4iR|I`VT(nbl`+ZX@i^rRrwu0q9z%U#bh2NibT(|@
zhkEwoTI5<4#8{9En7~R{ulKZQF$iaPXwfu!?(=ji@z#}jKcMAbm>hcJ=|9HVtRS0d
zO1@PFY-9L7Y~<EkCxSL`nR%R3K0qrjat4)-fu&rZ83fi(rB5&A!!(ovm#W)P%VwrZ
zpto|x?xK}!%_{%i)yIUf1B~GNd;K{R%A&U(E*S?$VHb$hgboA9(udIs<T97xE9<=F
zSj%$hvINz%PMF{Dri)9rfTf6*a2JbpmZyZ^)lOR9IH;ZT#?_FQhiymS-}`)B@7ElZ
z^YO$R6~!F*BQiBHeT7{&2)1ojGgkxQ-iHy~J{!(X|Ap>9Kwnj+&QBOm&}r)R%r}q?
zFjZglD;ca*zcz~b<Ws=Q-P2fUy!VfVTx4e8O7LYSH3+SsFg-o8a2SbB0G&KE{us^!
zM)Vsr5}XR)ZD)nn6#nn30#dW-FDgYElb5~`;eTa4+2;d;W+i#ZQY2$pwYHScUqX`K
z4zPw+e)r?R-jud}m@OPtVw~MPxO#Vm!g{Tmt&ie=^E|0~xsadIr<NSHS9-=;m|uj2
z>FyfZo5yRld|K?@`{wsx4`(lB=lgUq^4%;rurzL*Hl3IC@EC)9vti*n0NDvR9MQ5O
zb-Qvj{|QJ0BrY)%^M5Uqf;T$kJ^4jMo%A);o8+Iv;1lT<tPm_>&W{hfe-Cj$0past
z<NR46#AUKYIRagT>&sy$yP$+1pLQ6Lw!htHvjXD+N#$}#pZdjH0MKqI4!RJQ&rbV^
zE3#h5vBEqwjS{=cIt=vhV*kuBLmN5pK~Vq=P)p(2z$2}foI^Q9O$rL{qF-cIo$c6R
zf*v~e(q1C7?VKE?LP*g}ro@Cs@XQHe_b(rR|8B5$a5t7tw8?-%q=zk-6h!;5CBL;u
z`e1@#2Fnh^{RehK#lE!uxm$aZ6Nl!Eix=g-GJHzY%o2>IV75m{oHl1{h5tY(b}?rA
zd1V)qC;>Yj`dXw^S*%2!zRG>dYz|A`s!0WnXU+<v!6GLa#4U<)t)cPlX?Cu+48A1%
zjSb~aJKCM}lg>L99n@U9PJGZqKlB=rV^sM|w=-=B3WX0AvdPK69A@ef??#x(W4DCN
zN<-L$%PqB|V2v~?D|fH#XTXPit6|itD&tj`Q7pVI#zXD~p<DZKts;{XswqM5(rPr3
z@u#!R|N1L<Awn*LBMt`eCaZaI08$=NDOy_?GP!}6v*S>>hEM)v-8M}LO2lE#hW`On
z4MGJ@%9gHsGXDd_oCZ?{(F7Ka=?BTS)S{M1_QZi!*ksy~m1A(}RKeN=yc)Raz%3x!
z5*ZIW2z|N(pASWmHQvEKhf9jG_(Hoj&M?y;9S?;+pkH8nVOr5aNFlfD%j(<H`SpWe
zD|2>LfDhQV0Uy3sqr7lRQhSzfC#h$Tx$c65DZ@r<|GNG7I}h$Wq)#|5wPA$)lGuSC
z6<w}CGg<FPEl7J+D~b-~@;o&Uyo{Y$Y26C`4E@45>~}mu0e&7wG&ifvl{sNQfDt;v
z`BA9)N_;$E{0eAyQ!B3>RU=@>3HN;uzAAUcv3lLcKuIOi$6iCx4poDRYUGCAW-_T}
zq|q_A9MTBVd{Z`T1G-F1Gwdh_9{mX;J33nL5Ec6mz}K2+D#wB@fd<J0w`F@PydC;0
z`LLIAGdk^pLpPgLQM%Wd1fS~dXwCYVq(K1_-yEbUhxFnxcTe9`k9tIc4W(%lC%Ojy
z?aBYL)D-GsS0beC8PYoR8N7{RAImE7S#|hc?<a))Oc_TU;nb|>c^3)8zE5~d8Q6#!
zY4I(fG|rL^_WCowaFSS{cbp~liAo^b&B~c)KMqUgwq|)CQjS@q2q#Im+Y?krzlMi~
zS;TSPh)!9QuoFY$^RKmYVQpMGr{(GOUkY+!x_8Vm+u!r+b?1k3<jO97n#Jv7$~aG7
zNjsXc??3u?#?1aKetB3XPu*@7i(YWH03kg1gy_05GSUnFqY;Oq2%1i|O@xx&;<SLO
zVbM|uT=%mNNBOPr*pV#^yT@n$-u6q4;l}A}WqCZGWwf<lIuDZf^sT8_$x|}%N_zzM
zem-@FL_aauKTci#d1ae>HGHprrrDgNQr~vt$JZ!kdraW-bYwcNkK#1ULo12Q`<p@g
zquduqXBILHsY^DmtIjgfG!4a(<8!!uTj7#Jk<<j|Si|>d!4C7JtJ8D6cLh&!w5sZD
zZf}TDkljsTlJRWibUc9FeK>p1K}1a`W6TgkL51jQCBucCQyQ%L+9@aNI_>;v@7&`V
zbZK2E*o*Ej5){nPtgxhBkyM>h7Khg-*LkkH@t$8b)zMLq+^jU(xny5-JC_sVKK^C0
zV~(gIvhsb&7=J@NDS-ZZ%_j#<zESKdr)_7}=SM)kDo;%1twFSVEc?VNZ1w?VzI0oG
zNF+zs$Go2e%0VF^!f=Z*e+KGsiwX<os9PX+yrIqVLAMXNDsy&nbRG;ca+<0-6VRrT
zii$}YFO<k<OO9GmQ7)G+R$!%C<C=A(J&6HDu{u5TB=|yR&(z4?Oww%r6%SH4En?8i
z`QWOsKPlW{tV`YDxZt^`b6xY)pCfh?kWly}G~RRV8RuDe)PJa)G+UzO9CWGbi^iYD
zNvxCv)8IrzLbMht3E&05>tmjD&EzU!*|7@$A%R)gy`Gz{5z_yR2)S99d;5M);+1!k
zy&pQ)=5g#?J<6l~r%ezc_TeDd_=8kO{*DmV>)16w-YM4dcCDKrW6TVWtbHYX6QVjl
zO?4Gq{3-4j-sTt6w_JL9LvUJMEY^wTJe$)mlV*}Dl3l405hU}UA-Zlaye`l}UOKWl
zQs2zp%v*&57#=zFH;^|YB!=qdi0Iw{b}d2N(9e_yuot?#>E2OTN!kKP_eaa{J1O)X
zpRTAZqF34J0asg2D0sYe!v2)!Z=#-rENZDJYIvldeRuh6lq)ch;8(J>@M)$3(qK?y
zljmfsg=0yf4&a6VJtLr66jh%*4z_pjq-!+iw%v#Iyg3%lp}w@UQ(Ky7BaC&qCP|2x
zX2bSX<hGWg-&Y&>{oTx-!`@b<cQeGVMP+!zFdZ#@VrS3Ou1g~3V^^#cLAAkQhHj0l
zp{1u~pv&h;p;dgbc;!_oD@j8cB{Z~o++}Q}@yv%%f<&z8uD8xk=i|1frU9nti8WBn
zTYTZK&L)<gI+o_&wq5r$OSS7@Vz>S+J=QDJHG9M)YLYdKNnUI?!$kl<MY83)%Dt)I
zW61<_U4e%51G7_(z%kNn=lsOcwEphr=?rbq18p})+18^ix%_^+mkZ}aj+VHKxqi9~
zX%dm)PS3TF0QMA@qcML9_W1A9I9@?--ix}t8P9ClNc>q!I%aSttTG)8NRx^Z9~<lI
zBLUJXxI#7asd#^qD+zceG*Q+FuvKaSsHE~ltq9IcLKMX2+k#u&`2i^I455H&A(Y(S
z!{XiUcTt+r^U;>A1CBVqD3g4;Y5l8TZUInW=Mz1=&pvy4(QMv8<#a|R2OsnBEpXZ}
z^J{sza=H@zYr2b)fbh;wfnc%2tzv;gV+HaOF2||@f$QhbS*H}fW7fh<bk;2T(ytOf
z7m#)3v}cRBSP6qT0dO$(f6r_>Nqs)eRx4d05y!?qPi+URiDGO~4vRNMSR^^ny1Mq8
zT$`A6@<((gb7n8pR4#!cXv2EfmFommT(!9m_vz6LUKi_6lr{nfHI~C#T@wvvGP+hy
z5M}S5OXh``x2D+cW)?-N?{s7boA)L3{W5&4Ztl0w{W|GVp#!_q*AI;{@_o#=*dVOx
zl?FURS$TIr+-yiWp!i<;0lL&4?eN>Ljr@=#kIB$YlxSJA<gKz_hA?lF_<m%U7syh(
zswlQq)`RocG2AkB8bQgVP`}kh9n##K{bBhkbes7>u+L0#5hrb8hqFM`KW$Bmqb#l=
z{|T>@VgQr|PF0$5#0U=${W~5P<F%8$T{5KlK7T4Yw;fc@pJV?R1#*4JWEARV=Cmp6
zHmlX(NiZ>58(hYGi$Lq}At3x!z=FEo<^hq<f1sC1X`;I15S0-ik(!}K7~Qg2&?$^)
zF1{WqS&y`)n`he}ehwVK>6;v2c50)&^tp%PY1O{SgAJzvZP-Zb>nCIc6*N+_4rGB-
zSRT70G%V`jvt<e<$ZdZTfUDjC5eF`2aCkQLs-5=_zwLXIu#$@h40)5W{mHU@@;;6I
zY=p&leERbDtz5E{WF4kxp_#GfEH7@Q^!DN9A-+}%Hr@34EpEdj*bKQCyemaH@Us1D
zZ&uDcOF#5y2glLvG6hF(wa4}8RB@Bs!*)rbcBm4r2X_H_`-<8>#;^5YeSmN0&yM)I
zAF`K$MqshI<Ha@tK%YUvP()|p`%*$}ol47QEc?rLh@qdXmV=k%>N%wOAcQaOl-`-_
zHKlVcaX2D>;*K9nF2(%EhBzgJ1au6-4JW9~^3gg`SENH=rfJWN0_@|{0=;qKsxRHn
zfwfHfidE@(Kydjn6-+ub+t}i4oDE;>bJ2=<u4X<f-?<GIU^^ojP&L5%8L*M8cKI~W
zvGn)6&*Hp)<w3S+_dkF>Y1JKugKzL}NuVV?@`^Jr=jHh7BzFR7Y`uIDYF30H^I#I;
zz~9=Qqu&HtL5@vUN>o)9-;$1mP`6f_^nxUDJe+L-|DJJ%SQN5@su9!<4GktOt3gDf
zarPKFZLm$<EdsMB%#@+o99A|8KJ_&`uwlfZH%^ey#kSBd*z^1;f_FuBKfB|bS>Tt;
zRk^vV8Le2=HSFwEroYRDe=feA)mC@@!ZMnD^|XpDCrWPD*E5;LmB;X>a3i)oosjU#
z+1$s|=%dKd+>D!UM-Vf9%_bBL(=6l7(z<O=y+KdO@<X1Y_{HGid|r&8chd|!49Dn(
zv3rTu_h;RH{Z1GFB&3RHl#^r9)T+TppY?!H$%cD$OpNi`7!N)=zw3M6Ia6z6LugeP
zDA6T9C}ptyGphEXl;<vI)dB@a3$y43>WS47;Dt9e$>SeloElo9teR2FlBfpe6&~zQ
zo0MXmbd|}}l!-}ewW^%o^ER{4r_rlEeiXm6omYsdbwnWu1|;}VtjsE~9J=s~3R;mA
zfoge9K{|gxjJY-{`Z5qj|DY-8Qp<e0;*6wM>0|xqJ<Obbd13N@0PlKcG^$afuf0)Y
zAA~=Tr&OIW=dTR$_n=XcA6qD}5E9!8V|Xcq((HMQrd=POuV;QH)seNT9T>LYRPl-(
z64^<MB`%uZu#$(igr74sMBYo46tj8ov4JqY!W)Q#N0ou!Ump$g#tGi<=PO?2Zu%1b
z0vt;JG7twi6vb(*S_E<^>%_!I=JB+W6wmQ7r&i9&o_jbf+QykQS!BBx>Sl(+f+4nK
zEEor@Mr6ft+IXI4>bd$TP(dK=g+3Ppv>1Le>oNcB^0VozE%zW>apmDh@|G70W&p9Q
zPL3#Vc6<NoOJmVKiEo58LdR91Gnr<YS{R?0RPci&vIU=*F<<2fC1M^Y4Es8dPYFKq
zpluh|LUVFq`Sip^9fOwUQkC^f-R8Xm)A0=P>0FUU`wSG%1(((6WC+fzI!*=n1kSuC
zy-KE%?f=&9glARFOa*!c{+0^3M8>Fr-8TCgjNDl9I5ph<yjtrC(KxJ`xUfd3r<Nx`
zFwUISKneVzRGsY+j-m^pI!bdUX>Z9DHRZa*Br@g;lyd02g{Us<6ab73NuZ0S_5|C}
zRWCnkmXN%D)T`xEe>OdB7kpA;=nMbYk+3_SCwyfOK-s6T>le|Y!ezQ8VU>x!fbq5z
z)iYw%Im+5?7};XOWjR~GJ4XfEEI)$5*l{SJ;J#b+Z9XqY2*@d2(vU9~DJY^9fvN*$
z1VH|o=AY&P*5`-imV9FRMkSRv;IecTYzsEtHx`6d041qCLeJwh+2ffGlgFx4He42b
zUOcOh@Kp;1<3F)&b-4!-g%19zwXL#^{$LT}xCu+A!JAsc0WHlNcAPx^eE>1CY42uH
z>8M2ukx2<C2{*h#I*Z=of~&b|jjz$3GzDJY)>4UfV-^~t`84&h*3UF?E=Ry&#4KlO
zo;k;ZlY7d*ZmxI*BP2z&mcy^BL9_jA$`pN=`SpT{e!7I-5%y$0v%L{b3HF?_#je{8
zY>bV}^(N$owPo6eQJ2Q8OU1=n$s*vW5a<Z@BzXE{E8ZDY@E^dQPZv%+J%eBZK?i<>
z-S{6LPx$hPTwj&>P3Y&=Y}*lYe7NP@<nhOpmhQUlxr|8LmCXgDa}fdT;U^bEHIg#;
z6~9@2Nq3meJR{qU%i{6vzq_%U_?urJQ_i5v@Vmo@WR|nu^Y~N$0fx$rW#jeSJ`x9S
zm|T=d_}7Dt3xc4TuG9dp$FfoJ5wR@y=8j^nlFj`>itrznAc&Mk?L;g3KsI5xCLXA;
z%qa1YhpFYlKR&aT_YZUMAMIN0bUW3Y>Q_-HTtx6_M?AY8^N>Wzn+FOLbD&p~GVaJc
z)j&W1QBAbbG1Cv@>`5$CUsb(2Yu=R*+&*olgx-x9gt=wO@rz8gG1^S$aR86drSq*5
zNzt=((zLRZ$;X(_i0^Ap%T?ZFNJ>-<=sa)pZOUKiJIAk@nEHUxBh4~Sg2GjdYh!D6
z$CqpZoQJJCbstU^$q#~>y^j)vdYCgw4>mWh7#q8Z+gRIvfuB~!EIGTGy%AJ&KuO-h
z-VS_opQ@s%5tx(5g^5*HfBv$4*S+B{$ob~#Xy)MB&arKEMbMxXdv;`OG_L=X>z#b0
zA7PAF$CJ~Pa70IAsK<PRo}5bSWclE)y<zYlGsB)NoecC#8G`28#@d?Nyc?}cyV&<)
zx63+;cB=gp+Z~E=C|QMuyyQv(d$f+zu^+Z7Pg}5|R|V6M>$6#Gt3=Q0Y*qE}Z6bXe
zZcR;18oNrZ19P!>pu6uC%*c=(9j4f2-{n>l>Je5uyF`?^eoTjib8cpj;7_#6DT>_M
z2c1HM(OhyH^c@beLw2I{MByC52`-YC9mE&{9dEKrG+;vx=Te~2W6tBnVTnV(k<o<d
za!`dk1@WC+;ArogXDk<)IzfGLwX}zF9_L(|x;h&$ja`mSm=3%$E!*o4w1LLuXg0~y
z{vvdVQEP7IUbMRnL|h_Lpvm0hj9TpKwQpM%IIIMTRYZ*R{dzWu3JpkU9I@oOnzFhJ
zs36orP|Nz_>I1cjywmIlU}zDxJ~}fSSvhLZN7MKp6z~8}aaEtW;VAyrwUex^)XZ?$
zAOc@7+<23pme^?zBsS9?ea79lOg}wpUU^=PBoja1{8h(sKO;OEvfH!F1+ml|&mP?L
z-1?$`>K|Jt$KdOW1oajs1iLnKn{~)SIY+1=HlJ)CT^}2chRk<@;sPWe(ME&6y{B7d
zd3&&MUVu1k-l(qV_0aQ`1}ftM`4V2e$Aaqabb+CRZ$Fd|@l}dj!uTAeu_JGbaUcJU
z1uALe%O2vLewjg*1EcpJgi?|BN-Lirgu(NiST1!R^$SF}vvJjpoGO-$k9V*!Wv4pS
zE!;wslwg(m;%X4j2D7#~x;oXZ_+1E*Vn?s~UAC``?w;w*J1hG1I_`|D5ZWEM5g$w!
z237+&BE2PLoIaE{^a*rfnOoOQea5dqKUh#Vn2E&ldi2&cUFOEL#<a)!ypXFCU!L#h
zWSFg(d2#yzbU~tz?yp~hw*#>fgMM!zC;(pFMjaWJQS&kB4_Ij;?m&hPAf}p}@S{)j
z=Yp2m`Q?Fm89-+De!|!#He16CHE>jw-O>)>I~|4XuY;Qx<;&^`;B%IoC!ze1gWu;j
z9JKDsO3T;-CB8PBdd@u7`B8_jnR$*HLOK-Favsc_7d@-qUw^3UsB}<UL&A~4ss$S0
z=J70s?o#P=?R0dF0^@V4<*jbAl91|2;i(RaTBk(?$NDzH_)B^?TU`g6R{=B9%~_GH
z#YLh^%x}$+P?(P)iSgqBsdl=01HwG}F%gAgQ1hrJk=e{ctCzk^?oNO~Ld_@{G7YXl
zHJ)S!-mbxFET_ICAVmJ>_Ruo^<H^K^;jf^i+fJCv@D3f~%EN?_+YhdW3`Kli9|`{{
zN85ve+Uy<yQNb3K{%Pa>%aZKir6K$O09!d*+5SJ51{&@b2&PeM@<fmn@K^xD7oLj7
zEg@yMWZW@mnHOMn>wJ7FZpg6`i<tw*+3`zdj#a?T_i;ae<cYjLg#5;F;M0W?aZB27
z)#*{HCE}kaB0(ASU|?-R9-kw!G%$<Fk%|&HDu5C8QY?n$qZa2fbLlhhw57bAFdk#+
z6G1Cwzr}|#8I8V0Zn9mOPJLoVxc%|ts8Has;8(|-6S*>mYNow7M#3*%5;d=#qD|rE
z^1<)HOZeU4F*t6nxbB1q?y`AanSLGO<SB=OJ}gWQ-zqrQH0L2YI<!kvLJX0SYL}<X
zpKCp_Y)fheCqGt0oI_l+zwgi7*rL7Ky4j+!p;nCqmAzt&4YYk9t(wb@cbV3IP{3F}
zY=?Nw0AZQ$csQ=dzt33LPKmsi{0C^Q*lJ|J+ZX>SzM0N>WAka^*DuJCeoPzc#KO2(
z<z19G2z5sQeexG)&pqv}IE7(+R-zPNca#Ew7BRlQoI1vVw+^@!RsFmquKOtRuEbhD
zr_J@NUS~1IBg2IDhTJEt(LfRLIAc2Y{K7o#`mtMg;pBW(^bs}F9PEk=ey`dZo)vMU
zytq4sDhVa>u#KQ{5!}`d^1N--q`EcTE7Co~&Z*1q7dp-Yi=>{m`*(u94{ldTYZ5TA
zR*V)qBU*SbKfh)KbbZ||xnh^FU7m85w|vwp9%eG1C*MCh@}8|XLVdsRBG#N}{ttjs
z)_b<%S;+bK-9+p5KS08eonG6XeK&#`!K?Or@z2GeL@U9|^B)f#rc-slpMgFYd|LE#
zg`CCcQ+J{=Q8l&n49w9KERhaO_KOkBvXKN=qTf?KCg!2CBl^MW%l`mZPFw0Ihc`?_
zda$pakKXE9)RvjnGbQXH?ZJr6y!V;N1=?XE;nsQFGfa34Y>17);g3HqaUY9si-ls>
z4((r6-2)3vP*v50MhYz^`~4#=zaazrv@}Pb2kAK4^l3V)8l-KT41p>oKZ{ppwRcos
zr3Z>Fm9i2S-&;B3l{WA7KqCW9ipITp>Em(CveVi%#ZBAonW2^VH86o)&SPH(djICd
zjH0XC2C-k}kISiu!&a@2U+o~5?@o`jp>3h7Z3WcwxPd9;Ya_-{1AaFCtrNTOiLrfU
ziLcoTF#5VZ9y;^f|A`<Q{$(9j&Q52uD%3`%-}Jy}eZ}+ol%S*3ZNXu$W#uv44S~D$
z6UAf5=*RkPEs@ube2`unCTDqlV-|Z!C(k+V*p7+%$eU8^A(L#6C*88Sz8Y(9N&mMD
zkexP1D+S*GBmn(!{n80LCpy6JQRYfwv&ie5xrjO?`I#`T+t67hvbjx1mErFip=^Gy
zd27xM?@R%07F`v#RLXhVWyIstt5X2iV@a6#p1m>L)){sH)`a8fqNU(dyD7}!7h|iK
z6%9IeHLhrP0)|M<L&2JIFn0WfaBm^VcuQx&I5X(LLpP*y5bd!-b*lUGo8Bg2dm%27
zi49(;o2c4gHWXcuovD^?Z3zv^=VfhpTo8fkq-!;Ksf|=Ka=4PV9X=Y&RK%0GGTn;W
zFGH*XT-)k3oj>#cxLjMB`pmG7>0jkw*{WlI6^M_n!_(`iDTvM^qpYl)4}E9~&bi7A
z6mH`=9`b)$p1Snqnn<bc$afd~f{A6f=3W-_@KLs!kig=)YE``a=|WPd;{GoaE?~wu
z82Hk+Ibz9CyR9$6jq$ea8s>IM^P2lA_c6oKwy?ECCKKT<vDt?9N*3Ti5tuXlu^AMt
zdN8wRBdW(QJ9DxO<&G4hj4@!2#5*#~=4hJei6D*$W;dx!dk~J>^QNC${Udlacuy1?
z42mBp(+&`OJQ}q^*M3QqGG>|7H<29gmPp~OLu~`O7ZXoZhOt|h<EslpQ=W44Jkj)Z
zd4k2{pxXQJch6q|4+@V+D{#AQ{N9EIXdS%v0yuhYMtb;dzb(0VmC-INeZ)oV4qFAu
zTcgY2CPFH-T{zIXkCH|#3=K_IgK94^cP{JYX@E0+bA?Yb{K@FrJ`{hRNE~B$g)<z5
z#f*wrga42YGK;wR%gHFPQY@&${Vv$z-ga33OHq<2Bscmcac!Vyp!XaHpH}SeFRMkC
zNCqi%9w7V2U@NE|x2i(Q_=K}t(G7KV9=mW;N^?U5LkWNjgrNn{769;ofDCi|+BRG!
zp;I>QMT}L5jpFff=+7q+OdZ?=^I!g1P`fJ|6C2Z}meF(kA771YB0z^HJa>--@UC~*
zxK^y76$OQzF8uKLN%t!eeoGrXL?D<Z!5u^8p}D=VlQx|v8*o0*&;QSH^P=UXxn@ac
zfBxWYgfK?2r^^>Nz?>Rl(Yvg_(-pOIStaNwC61H#aH7!ef>xm<MJ2tE85i$%Tn(N#
zyp$54ootSMH5*>ci!B?oRc)Q-@)pa5ntn3rm|^mUHI9i|Q>auXhMt_#pwlX7{;ksb
zHa{?cqB#FEA$omtE`$#LTY86bwzi~FfnerzdX9kcW~?G6C=`o0c`cx<yojJ3J&NAW
z8BOsXzQ7S5alu?<;z6l3Lvt)D5!*^8z>s^W{8=HH%h)siSTnuj;Lq`DopreFtei02
zwD$NM0!SB34*~vZs26a`^vw(x@n=GpM9S*n>owY46LM{H0Thk?tsigouPsQ{{mxyr
z@?C?Qk*ST&%m*~$(5Bl?=Xpk3XTT&)Ck%$nUBIJ-qQ(5~^ZxyP?nv_KWr|Q%EfuLn
z-`gU6HFOaUCY1)P1UM6WIUzPYz?16Z3Ly<FI|nHuX${Twctz83)NgbaycX=8;mQGd
z;bZ6j*#Nxc14|>RC$|ZnoYCO1+wB3|n8wJO@P>~9Bp0r2UZ3=$zT27~6u#~_G-pS8
zaUKp2>=lU5B3>R}asV`(iZ*XNTyIxqP)W|O$)D)O#y8w(!sP+?BAgel754hw9WT-~
zUDW%V10Skrb{9XLQMbI7Q5P}WjzrmZEZ=NoJqgy`%aDrR<mbK4FqmjuxhmBWKZbH9
zQFZ*N)T+lv|2KVy$36xX2sz|18=f{AQlZS23)8|XzfdFRDhDJ_xj45gQLAj_)nuu&
zc~&uxFsfO3z}2+Tu}gYL1}R$pEBWQGUB=^XaF|CGR++lOeCn&MM8!bcz5&qHuSwO<
zWjG=)EK`mK;qks-&d3CvI*$=&NP}Gfvq<!T4KO(G<T5g8evNwe5FtEXXKq*TT$KXr
z@2Kqm0Vc8!-&Zi?Sv$Vrd3k6`fr#piGhV01q_$^&SabDCo4o!@;HS-Dck%XYe28>=
zm6$|Mt>jM$_|tPb{?^zJ0FY{~m-G^@y##ce12FEMe<EiB(^1vH?5N6&INcV_CKmqz
zzSO{<=JwR~p$w}5vb|yWSY{+iDq;CW#>7k)mt7F6Pku@0-i5QE7Dv&oE2}{$#@iua
z?fGk5Hl<8F-u5bX6WUgs{{V9YpY!hXFQFXkFsSq?JsYFdchzO3Y_D1{mdA8*8_o%7
zvF&Z+my4WG8e^B87GpXbm4(OZ$!lc|v4vFg>twg3%N$<Ys$>r9obP`C57}kn4&Y2|
zt1nf7Ut}c`)=iMWc1b4XPWaT$(Nr~u7Y-@{M=oBgRW9~a)?`Z>V+k+f6`sPQ_Kf<+
z*HW$9cBXthVlV{PM?>A#r|bGYx^w@+Jf4VJqm~wOGAo~#?A3s2&A_bm3w3^>Cki<e
zf}K|efSt70@ciCQu+TYIZ;D(N&Pt#DWse${Gb|6HB0JG}My(d$y4&(2cifY9E>qeT
zl*gKi2fJ9Ao>2w}-M{n-XWWOn>Y;!X=#FJN;0iCxf*9QU<yox3f@*~J{4SglASK}b
zy(vO{;T~1-?wDidCp6~8h3S^z^al&_Cf>5nkhSNU)$!*?NiD8<IEGlT+y5ug6g)(M
zb%K<LErsnZ^5s6dc59(&<O7rHLqfu5N?maJ;8{nFQYkY!Gaa^?l-A&zatk<g)e)mK
zfs{VmTYH6BwnN2$I2Xwr>kyomUR;?Z3h$y#q|%F2B*J_~uWQ4mnyz84lS%+m{dz{V
zL15LStKA@i2!YR>33<v$`SSUM2S6sYJgp2sdp_?jX5sGuNu$W|d>{g5QQqh+RtqvR
zxurJRCWSa=#<ZrIK7C;scAi_nB=(DFmNIFc)NXP3b;?LdmnHPIQBCBVk^nL)fj%Io
z6^rBm35*rj!%!>mNBAch*$G=uH-<S9)xZbM$oC!;mmvwmiD7`GHod22s9NFn+7dOG
z$TOh(*;s-jks1znX4atOrx@oNZJcZ<hUBLkMrat6c1Wzpb>VL$^jhJta!qQwe)_#k
z4v$0IlLZU|p3Y^HZ{p&mDu-Vpd+cMsaGn$D#Os}a=+$1wTP@=wl?&Mc?6#C?<^T;U
zsW5o#>}q%%LmjWUil=UGrkQkL4>?41cDx&^JO+3Az$ns%S`r`9zArg%<=66C+C-|T
zgQdUeG4zq%+lSit00ak1%ml$O{})+r85Y$a_3sWa#30>W4joE&hs-e4Fd!-2-3THf
zHH6~8(B0h)A|+kYDN-T`5=w)=Gtd8e{^!LxFZOlK`@Pq9&tB_Z_h*TqK6E(E3fqX2
zozKR!2)6n(g!=tgl1bInqd_f^x2!V8j~hoO+s;^8WqGt86NI5Cv?3c8(J~$%^An#q
zZZsz$+)YJUa)Wu@=%%06rH{=1yRks)Td=j15A{x#G_N8#kPbWkOn_Q_(^!Y0Xn!J0
zn(M$fB=_?FK!alC{{hlwZdC5j4T_^?v^V9BVX8%)4noRb&Xs2V13+H7utGC?t{(pO
z*o;GDO#0deb%lb(?7h7)VGcH*ZyW1w7PS?PE)u;3&u-fn{3Tn9BR~Jy{MY<x|IO41
z>1~)t7?Zo=Ve5jrfaLO!`A1K$wX4`P&}{PWFPC3uJ{Ym`cs<<x(`z(rF2NmqwA^72
z4Z)O2788qg&&i)K3-jgBzyEL5{BQMK{@Mac*NAf+<MmHXCB&XZM%qYc{Hj4&#F4CJ
zVBK9@ESTQ)?fH4Fne=S4m6Gj=He%l?*1z&vVT(89T&)d|c<2=G4H?oq9_q$8k>(h8
z|CbvUmcb6RVjc+x-WRR$xGW|2_B$zS>Y2}i3zgEE4(wi7ekqW}0UEL;jFqCY5laT+
zY!od}*m!2aJG+7jrQ}xLcdR`?e4&!x;j<IturB0}A@r15ro*^2tOc6YHn-!V(<bme
zK1H$qg(t=cmD#M4*lEB83`gii3xFvGMX_;mS&ih1)?8stuuQS02%_<1<X)g=Q<Z_V
z(x(j`+73We3nd@7Hoc*+3ox20nx98+HtH=|U$RJoo01^VM27w*8o-xs#+3$PzV-dV
zVe>MhbpLS`+i$jM%y*R&0($yfkY2j^#;1YJ5PILLPf}H*0N<a_MvbQnFF<hPy8+cC
z=Xh&X2>_Pw!fm}6ZQ*R(V@MG}iX?v8rw7El-K{P8Ky>?LpJSHal2wa{a26u445qe^
zSk&SbGLT3!K^5SXcdpd`V-H#~w1oe7>Eyf+P1Xsw=SnVB+Q9V6cskg-zo!!i@$&Ok
zI0P*CV|*Kpk9)}KwCYVH1Xz*`(up-{aZ~)oly%N2_ab_Jryuyv1pGKbF{+6pcZ*3u
z`RJ3}fSui|3BVmue47`XOC^Xv6+t-FvQg&UzKiRbF;w`()Bn1Hh1<&kg+uca9$0Z@
zF2nZaL_<_rE_<cCP)zqlv8$phgQ~*G!+5yW5MrqQe7yRjM4pu-3}c;Sip5t+X^P;L
z+p)8k{2t$?G<E)ssIZ^LlXPrbxszyW@jpO%{u~WKI0M1|3zh$0xIB`R==%C1T=d&+
zd7)?E)YlI@URn=5EBWQa1TmeCU%%vi>GDyyQTcxH@Ik)@w#6oocN<bm%-d+iT6_EF
z+x_o#0uHs3gyf}m;k_-{^_nLROpgj_OH|-+52m}ziyxipxfA}Ezs3oQ7Q@f3Ps=TN
zLWl+)hO@&39dN(xY_!HozP@`CmR=Sf%XV?Lym=nP0V0{yofvpz4<lf>z@E7c%6M|q
z{cY*t(e=syKJF@(yJw!$1Zl*N7)9ADJrxSP&z5HW6oZ5@`3dC($}!~M*rc~=PxlYX
z&Z30fuK=CbPadANkSj`<S!$2A52i2<f_zT8+YA3DMkNaM22Ex;M=(%NVZ$jG(5V&S
zLQrLQza{@|ROR|98fBkcK!s%e^vaAeh7cGz^ARRA6v?hg>K-Yedg2lMhSf6UkR)Bm
zZa&SFT3D?CN?}wyg-X_LPaJ(ktW#ufFkQ!PRWQRzu^38dA{0vtO}11woxQYeRp+Fd
ztE@-{32Jllat>lb2n$wokk&eQeOMHJECH;FHhieFH_Fz0i1+=3`kEFhDMH_+UVAt+
zk_=7QY!vNy)yQZVSjJD_E@o+io29K2MAF|x*G;75#pZDp)m0TOQkG58H)9FgL-4ku
z6c9fJlJT_}7y$qrUPl0>@7sV?Ou+U>nR{|K*0=qYp!+tus&)|crFjEXiTOGWIHoqq
zt(TgN+k~>I)sQw52Bq^imZYVo0_WLz?NAtWgleDpYr0^R^}-U)*5~}XcU8oeM%}(Q
ztcg!y_rK#I&1KWlWmB2ru+=hwTGN!u4ibnvQ%WVW^4Bk3C0IN%PRS?J-ekXAq9*!>
z=C4%n1=}}%GVQ*<>&8wa+jXaGSOpymokHqup>O2a5}eRO@N(c&s=>X5iP>5K0=owJ
ztbrIS%bv_QdMz=&3aPgZf_|-{ytHT_)L1deo@PQUXOHMQU6jY}+m5(ZM0dAk`oz-N
z4(q|gqdPecg!vnTefboPO?fQ;Ue_MIp$O71Re-}mWsetP_?f_mqLl341J#faG@hH?
zClv&QK~oBCJm|X)=?R1Hx*U(WVQF~bP07Fa_Vjp#f{FcG?DlqxUc<WXoDDb~IMoTD
z-AM)M!u>`zT1X_3=@j{8EVkT-Fj7v5B;^CIw-y$zg{u6R_`p5!5ZBWim%q(sFD~n!
zl}l}Claku-yxiojN_&mZhfpi2RKLg@cV<ifT}k0!-)W=KakwFCDX7iOsiNt(uctD)
zv9CYQSTu3`n?*HN_!|e}MWPE09zmYJ*quMs3|a&pdp4<(toZ{w+<U>4|4t$M;tx^{
zvvWdDmeh@pp>yN3{yfSlzC8P%pBjJ8os9oSn?~1s0@Um~2_vnfjT={TZI25}Pt_tQ
z*v<p(vRIPAlYs03;vQWO?0(^~M1heJ);IT@;;4|d)80)P$yg~BN`KMS^{qcQ<fJi7
zg?u1jtxhV~9PNY?lq>Di7~2TFdwI|EcHGa>CBHSDVD8+ACF_Izzez^}?*kUX@uw!y
zJ1&C`u>8RsPBRXBxg(brZwX--(l8@bA1&05RWK6iaD_re{|5-WA))2S;S03Obj~Ph
zz=qQCLV>^vRKKzkzL!V`$=8S3e^aEkH{1=RHpYmWK;oS@j7d^EhTL@LMv8+$Xa({i
zsZjG<*MA@SX`hh|@;f^kSQ*=V<P<YpSQH!m;&Sei%EMJ=>39|L?o+e35xpQ)i@E!|
z^H;1w@#a-f583TfE2)cA^d!6ChVB5`FbK0?rGe;Om7}AoL1s%6X0Fu*4l6D?ubmVh
z^3MtJuFFy#<>nnPiZ)6}FvaIpRaY*MteI(`q1x4Ivdjq{KPycZo-_oxF~8r<2~GJq
z(p+wJ1<e&)GFS^S!OT~_9f-fD+Q9$XP#%Q;AK=|r5mTHszQtPnUn<u*4dEd%Q(imQ
zY!q}sCl!aZAEf|Toc)^<Ps}9?S-kt@yS^V)iwGaH(hLre)qQJ=RGVfWu+vJ{HZYXw
zD(fbIEzVhAlo;@65Ah%JRNBGJGYu^REY$fNujTk@2ED6-T{if7KaiKyl&fnC8WNkw
zcLm444(CH08kE2=c&`KahYG3;u2s4_l2L=l{e%@#bZ7O?bu`Q4qoPr<R%N#!le_=8
zu(3=Fatj#F{YIJMX%GcyTp2uq+X~J1PQCPS6JPldnB&OvgBMC`Wj5ly{bOcHeC;(Q
zjk2boyQ;H8x1Zc^TgSqbkC4f}aOTd0_vsP}rnwSTQCKtb(q^e^=Q4I3zs2TVwfkj|
zC=SsX;gP+zDly&&tV;!rWf`BgE)9*cPO62YX&-xFcQ)(Lc6KJsvgR<fDxDJ?Eo_7H
zDFaXNYg@zoV6L|(1&E?7LO6rWgHCqK>~MKNEcItstJ181!XXB*dC5HBHh!;5x29dD
zr8TS+>A8izd1X{T@?aAm>=MoAMUWPa`|1kl!E)m1?d5(^zrNi1nwPplTZ;(e7gQr-
zO2VtPBJk)Qd3&{Z!e=NhZk~$R<WveT3y~OD_71?k9T^UD|MoRq!QJa*OuCGgP?q^i
z7xuk;RN&|0_oK43uh1^3ae(#!^>8p`!m>Z$EqHc?QM^Njv8d2V+<fD@z)W{)$Km07
zz5Kn~RZP}ctFHWD?bA<{Uq=rrZty;2_Pid#3x!>ouvIEab5G=bqYZq&e!?10YoJhm
z9j%0>43y-I=v=N_^JG!q$->x{T7Pi&Ahb>cJ-yDt=&l`Y+c@P&SW;92t!wADJ~2OV
zo7vO*{a785`ShYA6PU6sIe#WenRyU&0xjcp^eyZ8dpZA-eE)+-<&d`mapmAyr$3%^
zE=N<7T6a}7X{jk@zK{$sEGwkO;m^zu6iG(&*(m=dk&Sy?<%cJuE3Gi9dTomFGM-$j
z0wn@X#C*N?6EImiQ*j(OLs#B6^QNrVsL}utXgI}QC5T5WoO%-iV#9hcpSUh}JiAGx
zHfLFsdR_Q}N?sfK?y4#y9y?c6OE#_b#9LY{6F-QegKMr<r<#8o*SH$~QJi7^-qsnx
zS-3Q=$stb3L6Dz=gc^(Yf9kt4`}&T<eBGk$;(h)JZN!n3D`h6q06G)7G)W0cO-U!s
zl}bm81FFH92|byKnN~GWyPVA1CKQQ1*LT*~>WdGmR*k8`H!eXrvhOMvoP;H93uuK0
zUx;Nq?MNWgwOA~=qh^MDkCl)LS1+8}VS2`K8>!rcjAaJ^oH*2qRs8lp*DH=Q6_|tr
zTqp9fC5;zomE(TxRAO@o4o)aYyA*<n0|gHlXPVy<Rqf^p4K|p-Q=PhXKiMn-YI({A
zD;KDx4Y*35P!L_%&qLsYe13;cntW^;Phx{SsdsuDKH&D3&|eyglA&vrAs@APq1g6@
zh*@+1;sWjq%TN!u!xbpyyCXloj%=959@w*%vWeD4>=k(kBg4tMjus**RAk2~z}WWl
z;~3G9wU#k`nV{>AMb!zj{D-IjmUn9>rST=_v1Ouzty6+`+Hh_^v6Q1MwZ#fH;-ybh
z-y}39rPfZW4Wq1i5uP>vpWVF#6-v{4;<o(Awc8(dW<!Li1;rLFc=xm@D)%tX4+>O2
zh5fivx*&ljn3F&gq)CG%(c<1x6&e<^Y`c3<_s_d(mU>0>)6_^_Qr$^q=&oCts*~I&
zNxj|F*K<9dw2UYScmrjH(s{j+@~xXaDwzYO6k%-z28hMsYZ<Fd&*#d!U_xY_CdX(1
ze^}W)-&h|~1Y3HT2G8r#O=Fr33Qx=aF<owHKgIZ2e&ehw>{rkN&auqWyIr<>^V$<5
z6-kkg3LoL7_#?Y}5_^hyP&mjVa^}zFwAeFAoS3)Io1ZJ49tH0uv#rjg>rQh5jGg4q
z*))B2l_YO&Ti8JjQ(mVwfj6F1FX5%N6Y08^(;Vh~DD4bvM)cp+zqEf2Nc7mBmi=Cr
z$o2c<zDpWs$dPB7RtiYvoErW_($liEYiwX066FAipzy`!y1s@OhP+d|biF)-BbK9R
zLUEegBEP*=VAQC#jDLUmC8GJK#PagEIFoHWr{<)uENbMrU|8C+`@`*f?qOGW8fR@z
zGx59QP&pp~ma%Fh0_y~N4!o4D{4HE}@$*Ex$V0h0@crfV#<F(J2nAupt61Mo*Ok>r
zS33He9fF4dTgSs+^Do#dcleM)IU|8blAj*@<MZd5mqw(Im`~ir{;Us66AOOqVt^5q
zz`hIzAJj{k*`9X~_0Rm4i+x6-)j*_AsW$y5Rnu?t-AzZR?u(@vme4Oht~z=-S}Fve
z<Y(|_MRnR(xi{7DPXE3l!rMqxhbrSayxN8c`3cCh6(pa|N&oFEa`fowS6W=)<s-7-
z%W1_Xz#gjX<LHlx+${V#gL@PZGgrlZw9VVJ6Q)qD6RcY;f1Mb)vsqr}VtrN<_t-ft
z{feGG?D`vvB#Hpmx8d~fr}1yYfq9hiXN|ZcZb1s}Dm`5{@T7=J{xcUc9|zae14jqJ
z5Y-~ytdr9GQ2)ykD)oa8CU!l~5|?LchN=!0r{Gnz3eFjo(dcYp!bS|gF)(Gd(TL|A
z!b5Yk^Ub|n+j3a)KY&Y*s3P9T!H&p&&Gt&qB4Q#NT{>Q6c*KjujUeQ5!QtGm0Dx4o
z(@>Dm{{Vu!N>}~9I)SvEy}diFlYxu)x>6Ggzh>A!nx)|;TDSQ24`I&T3kVi;3S~n-
z5w3zNl4dG2RXG1u@0jzVA5F2(4Wz25Bp@^tSQXh{Vz*;D)P(y^Ld{I<A<Z8HSg4`n
znlh(h(?atvXUemM{N)Z)|CCnpsja%gX`;bhh-h#m73vG;2Dy7N$@gr0?e;p&QJAy*
zfG%!&P)1J#{^t?VAHAu&8FA*QQ4pR%Qn)(~`GmgJuJ+T(H{!@i-8Sh~o$>O4qeTJU
z)SO{=KAkoaD*pfhO|PAHk`U*7ku)R5p|Sh1bTA|(o{eNBDzQS_ynzCpOcyXF9fu>s
z#e*J>h9pgVJQ2yKNSFWl3oVm6IZm%q3WR9q^N52|z5zvrtq>%OZ50gn&sfz9@=c<v
z02pZ3gtHOPP7_D?=_l8KP-R`(*pLrDjLJNG?)q@#lE&smdQ-NULJfrAaL073?FnON
z+qY>RStA+)@+G?TVF&nQFk?o^gWlSnpt5ZGtTcP77}C&KL9?Ikj!8}Ln6i>lT#S|z
z8egZr^i00~MZa1jJBTb<&;P4D>y<AmS0Xf8+<GJy=iTNIw)lZGrp*2Hm~pM=(1f7!
zDL?D*GI8yL=h^!&gDjhTP6wP}Z;YYz0a*=h_wQVp!`IILC?v%Fc<!9f8r!!veBPpe
zF88;dC&SNkNcHdXNbaZeA>qfQftRjpN7^EaUukH-PaG+kHU7k`w`Q2CPN%0ZnCTy!
zTe?fpo-__^Q00H#zWI9;)?M5>?#O4OluA|Nz+4C+ts>}McDnUFd3mBdv|#*A^n~>k
z-uRx^&_nV=R@cHretMkC5x0?njd+Y-C1&TKyxzR>$48&Ut|(4KzsS72>-!M?_#;Y~
z9rBi<g{P)cEmDL>Sf=%O@(otdd2Fi=J2i#(EkVU;MG-`a*Pl}yPSpT1Vg4S8faiSC
zwB4M<OKD<BY<m(gpA!&@FH8Rt^nym4Ei{14(3cfjyn@rt#MjZ`Y3bkW)ovc<8h{qe
zyOyNXkBnxx<RRB<nIG~HKMuh`;`TK*Uc$6H&xF7`J+2J7@T#oUKg5WA1fplLzP-W(
zzAWyd?@v8xnp$A7^h?N-K_<C1XWWF(;o-$%&zq;<hR1^iV(l@7`U7&RcNGu2tCLQ)
zro-V3eGE$xShY@AwK(B4Oa(#_exIg&k>21GuDuL!9vEeZ5<S<OM=X7vgslZ5o0cL8
z5olU^lcsd9wS-%rOV6ff?islPw{#k^Mh={FS*E3xsZ__DlSY_1p=ZIfn%9<muixyL
zsQb`lHesY&6;v3}!jt#Kg$Y#_Z9wE4?%&p_n~UD`JHZijG40^jq|xy%Bp`E~h*l&s
z;pa4&h8I&BJVV%Nr)nfZ6WhMaN3xsw1BWeWkjY!-Gp;%_Vy>pC_f*V<3frfXB#gm0
z9VmbILimffZR`%U-&jTg(idSb&3)~{=>)7gO^prc&VEPj7jdbyr%3AODt|E#9_tPL
zL%%MJ`eo2KW<_DdauO=ncJos$puS1Bg+YN9vjCOTk>-Xpj>;pu`hwva5|4g5f?U%L
zRR_!=%0vDau+BpG4}m%Blz2|E5OrV)F0V58z~TnnzR<GAXLu%5Q6%^xNhKjc*i;~d
zc=-8vX6i~FV;p>G`%>h0S8$i}Sgx+PbdC&HDW46Y7FmHZ+wr=iBVuix+vRx11QX25
z>vrq`RQyFYQ@UMceVxl#Cx~6r#WYV(W>p)2Pxd@$gGHdF$GTBW7&j6tu(E0`8B7M+
zj9^1{lH1=I?0)t*waRz;P5vcF6|_5ZtGMF^@!LuE#<nvk%cdx<DX%Hc$XaW99*+UG
zMabggUB;S{)MXqeDn1H|su=FqJ>6xI*gmVFUBhqC;T-llimz-wn{oL!_EB|&4p*DR
zyh(?DKrH12%XX<afi~>#_YPKa{W(ZJdn0biBwX=hn0=VrIKAIogQZi)n+=*Gy8(xD
z9kTeWHQth|W@?#cVrbdYJWoX-&TnMx6JOD$R5I4hys3Z7qE57G^^Uz8{Py(r&Se8X
zJCJ^cgyk8j=m{N=rHG-DsEW^2s#8;=sgds$l2zhr=E$OYb$s#c@AHoGZCq8;cjs;+
zy}5jKuBICrr0#B6E$?vJ>F{Wsx38kv@E*;DZozl;Hg~qvP6ob~vCbP*zrL1ubuaQd
z92t5^-T5<VepB40liaSNyfm})qp9!kQCNIKetZ#>KFG4p|0#VMw!`gpO~2Ez)fl{3
zp>^WQ&-p#)^|PpR!Ynf0c_9m%=lfrc42#Mv#K!(`)|A(K&75HER*E_qMu*m)P1+>!
zq;bu`uG$Ay*0>Q%IjMdw1+_!`A31CQg!dh=uBge>)+#7XDf+>u^xi7Oa|l@SYz<d~
zV~@jR=;xWsej(+DVE6&zYn=^6srfz|`g2HEvZ&vd^Qk8^MNH53#@_r3{eOVos-l9N
z58p=bTl$R1WWkxPz*JazYUz^zsG4_=ZecrvLRB3pj!}nonX9{Cb<CHnh{3?Cd4r}P
zUtusA1UM$N;qklXYRi7tHGc7Ip!mt)+PJJ(%N$#*I!C}K>j7IoGD(eN^mSMIRm@|l
zl!Q%{)6G`w%^+bZ0<-w3c8-TLxY$DNqAemT6Q5P3roYR)H{r)m`h{mtkgb*njubg8
zzA6im9B~2bTz$QI`Q3jPHJ9Jx{Q(bFSX`g4S46>AdDf#79|}7}QOXodq?jd5ra|B-
z`a-4)q<@~Bc&;zE!&FJ&=R{_tDf+O6=!IFUAU^IYyKn$+r3KYp&Y{Z0enw6y#4xo;
zH~c31MDRp1+GW`w-h1OvdU1`x+|*s{_aZzES(VO__V)E8I%T6+)A&RLAge^O-SF9f
z<ca$nKIIGBZmJzd*m2joD%L9{#v#P&XAOJ!cjd>ncWW9yeFX^C0@~drgebZj=>&5v
z9XmXF>o~HVt@90nlD--)<m)u|CCw2V*ldF-=I_`;STP%w2J4=r&l2U6ci?vO&^$Yv
z8}Jxt;5>(vVl*?xh%>5&WWX6^WRK81`T2{p%%<|lg)^Gx&wqfnnbrAKM~o0=#pvm=
z?*~T#L{%jd=KRs;fI8U7F@N#%6HmSIkc0@-Db<#X{NkRoS+O~QqT{SDeM=5f;8{?l
z;%MN??#ZVw56thqW?CKqbvetWL5`GPYkAOGiPrOc%MhfNT0v_HpH-Q<KX%zuu_`3u
z4>wd_CAt3a9qzq~^@e+-RmT@0o~%sjzle?`1%uU!dBhmyzM!W5G|>=D6VZwELrbWl
zKOh3qzlJ$K(gb{VbPtVfY3vB@7G)AP!x*ZnEkCTTtK#a>ZvR?z4RpC{mptk`ahKD^
z@5(jRajF{e+00)PM6cy08Q`}(UpShtS88fys8uMZjUIZAXXII<(10&K@0e~7qB^)I
zR=<<7cG`5eW%F%O>enhQQ^1WSwHGbf4wG~oaDK6zw2sO^vt-z7-cVQ9K$c(_g8(F0
zi&K`&SCtdhmR5?CUKI+@lv}}5sj38^@eKgl)Mw4vRmzX6liQ;<r=5ToYtPmd2Re*o
zhu%(oYS{MKuco2$m12#n>Nc!%w;-f6NIbjE6l9y=D>4~Qu8OX1Gv(VG%lIgyR>=Cq
zP?|GR!{&v5*Vg#18SNSQ<^5MjH;eV@fvd2VMdw5bNyezl5G|thruSb5I<^}N!^6#>
zwJr{yXfl1BjLPO9z<m0vW?RYT`!J{DGT9})LbI?ZM(i^KOHS3Q!C>0P_f$u8kyldT
zScLz;XzP{~7fe>X$Uau4YL6&2kPSOstI`Fkx{o8iBKP`Ne8(q)15Er5wmmh69wCs;
z)4M7uGTp`)%L?fB?Q6%dg*c(tYf7|4cN=UhekPY{4AvPpnrt4B*u4U>XOr+8{89Cw
zR=UtiQA*)qp5Ez7xjVa=C(B$f79m0MRH|F~6a|`I9wi#zl`Sg7zHbr?$%X96cAS|&
zk0A!4m~a$x)HV2S^B;$}GbTdo)~{u5Ss_$y2%5rY%$F%)_XWsKpy`7d0Rf0DT4MD^
zhZ@)J+!Tq*vtPbMv`l=|6>JuS27)W1*g-fV%fb*9GOE(#WQ2U?asA3S`oV>`5$_xu
z<Qo$SV+yBHj(h^OIc2q~Xdc4&eKxyXeL?xug3@tRWrRi1ne_fpcEm^F&73!)Cht^z
zBmL+}^p^v)jJ}iFt~gMuYnu(Vi143hj<jZSy{0^LLKTRN!U{^q@+I_o#)bst3!T-9
zj59^MzRnqZ#f0i&lFHD6>^uZ2a5`B4MKbPbv3a}sK!eO#awS2!9vZu#QnZw!uNBqG
zX_p)SB6vuCNZ%ZJL8prrF%kOW1XuQevZHrEp~!@!b-;_JFlyBvU;K6F?S74dBmLQp
zH@Z9@da$g9u&jixKGk6CK^u%}QN5*CpA*FI`YEdEozt5{t`b{MQvpd@x&LQK)R5>N
zz=AbXPk`lJeff7**;Tz)F-)Kv)emF`Kf!+vkNo}YbN`1=|5!BWG$%1K&-cMeoeAxE
z$&Zjd!Gq89JLi<N?AaE^4HqmwSZE^Sn8fp0KDAG=FTcEf&}e-ASAvCxtPe%7*?Jx1
ze(M~7BGe}c%h$~j5LX^P(8BxlKt!(Qub9G0X<gq-LG^AlLH=~6z?}{2n$fpA4e(sZ
z(uqS;56!C#f?|M;<kXT%wOoKE5T%7>>+@7rI}%2qt?^V`DwLPLS)28<>8r<_BGE`C
zPH;&_7rekz;K4KvWn4Z0263{dn@Q7Gm8GCZr;Rwvh7voK14mIn@)yr=s4ni`*c9I>
z=&19G0AS;XRal(7+6s1=%IZqglU*J@WGD{lm7z|Yh5_Cr3Xy#ai1bmpab!^`Zh%#H
zAVly%i6&8QteIP2GF#Y}1|zno=4rs*L-_%M2<*uDQcEjpUEoVa(A1(MeHoPYnA|po
z7KuwTVmk`$9~5qnXn_F9*#dwGtB-HY#-C1ZBcFLF*U$Y6JUd_){Q0YGxks(0-d%Ei
z^PwPK&y6YJ(a)17(Vnm2reW^N^I)6sh5u<m^Uag@NklZZK!aeJ2b@<7lNJeNTl|1^
zpZ)J@VgjH3KGkmfc~UP$*v3H0&D6QB)74K=f$wv@Trf-HxcBeZkbO>Dwo0y+b9;Rb
z+t%Q6@&BDAehPQ^@%rvsne3#H?NRX8CI#1<zfq;44#4uW5}pQ<J%HQL5yLqZnY!&M
zF#j7gMP%x=HSUIa)k}vWEi&_D^IYR_p^VN<PG`mYD*KrHXnvK1@c#fvm%x>c<w$~Z
zSSMdvDPd%E*)7+^)90Ssh{orxHdK@qwxfnJ;e^nA82;IwF`p#P<66@s?r5VX*Pe{B
zFc8oPbO*vQCP53IGVV0H<bR~~(@(J`oILBt!Dw-xiBeas_HBIzS{mZA!EH*y(u(ks
z31bkiuOP5pq#(TMHBV08Z@);sFA?&aq>{8>Ps%&Ca<{Rp{C&Is<=1m1l=`hIXX=z=
z#h2=gWq*V_a5%N*wz^~atEr2{yEQv#ffHb<i159)oD=Z0KH1dqwSn)-)V7t&GnP^u
z--}FRoDC|=VmaociYJ-S*suYD*(mY=FyHK#xdkl<ykrv89>UiYE9f&hE&*gbu>~4t
zB&jNs*wY05yxW@JQer1yz~_2=!?64dsLG=8NZLyUPMP>}^6BK)#u3V*1?w-#7XEVH
zT@RrN*AmX|^500VYzpb%L(s3~X9xf5LQ?wfVm%5?D~JMDy0G(VE<(Woz(#J%j}yi=
z(m~LRhhG#bMx}V_(tNzij*mZ#CYu{@Qx-bngmCtkgOfoDfBG@49zuVYk1~aPXlTFE
zTk2_22UaAHfCUW1V0zwWWTa;`M=6MfZKF4LSem5u96lNvMsB)M{gN}HHenZ$@upB)
zNnfT?{);D{DmIA?^HMIh7~av>_Yo3qV}EF6T*iOEq|=%!6&SG!7yxv}>Hr}TpY4(E
zgV{#*Hd>jCi8|UJwM$EgmpU`@9yqCN3JCl+l{g~?A>EyyL_Rk9=q5A!&&~ct^`9<&
zm{Hv!{cLQ8t^IpMwY5{>Up+lF84juHvXl$zT1K+lB5QZPMS(0faP}tn(jk(a{awg|
zwH2oLFa?+#3-l!>($rfp)5Qz9aXl>3{6FDHm@ck)W9aYuzt(M!>}MF~+zau0@#j<S
z9GdZ^S}Is7%sOcdTiJj&j|Zvb0k2q|g<ILjy<sI5P{qJ-A}KZ!PrX~nypAF}!m#yp
z^lDg%^mICvi;{glwFJx&9HfSQf&T|^`2S%!Z!yT<+)Zii<5RP+f0@}Wwjb(eymp<&
zY*{bccrl4;3|kMk*>pd@*FRi`)ttVz6b(`RXStp~!l--a?x&1(*~5nK6S!ZzuDw(3
zsP#Wiq5toNbMim7ok%Wixl4drW&|I7WGX5uwNbj67d1(|S!AslZjWpg(WAmfCue@a
z8ns=;1=qfda`f7j&~sDQA!sX97mU<~T|jfyIC9yX@bnzfm~2e3xS{W8o+9&>QjLBH
zB>_p<DeTEg;v{aL`;(8Dy^r|>Xo`fhqq7ry!uR((k4D7}N4D~IM3$8b@}#T)rlS`*
zo*dcvJ-IP8K&Lvj0~&|)7hTGU&lM|%Wlk$Guds=z_elW!;@INX?B|~HX3My2opZnn
z-QDwCP$OD<99Osrqb@wCRHPWNS|q;AaG}ndeHam?sV+i67nm;%PGbWsutoCkl2t&V
zoRuOJ2r6~C76@na^XVvLG>$M9p+1qv9yXt#gEc(06obx#JM|?wjk?=K-|92TSsVkF
ztzG{E41V*>A%EU`|BVXU?HNfZo*AwD?y_wGGs8n?p_Q8-V{iLDrUV~2>|*|DH~b{6
z^CV|%aIh|Wc(C48_>9k@?J7~8LoQXqc>0}mW`GfOkV5nI+mZwlKVeXlTh+D0>TQ?-
zP_I!2+qxfocX^If!deeA3zKp|(lV}VneF~O1wxZmnW@BN6FO|3%IgkYUg%|+9{PC4
zvr)X$eMPvC$%e9r<}lcO9x95Kx!~!bby@~-8-v1@mk)NaIk6JcCazzx4Ea1xS9wq(
z3R2@umoqg>_vxDq@sCl4Hz7*j6$7q@jjS@#SY)B`_Vj%6<46qj+u%V(6AJ>8tv02&
z`VNy_2?r!l4)KIE@o|Bk1;38xPi}a!k7&}gQJUukq_JgiRKQI($mhr+#V-$w9n@dp
z$KlnMXU8JagR_*lM&;K7P_k8;gxw`P=|U|D@y!j;ezt{CP)#|YqAnx47UYBP%tOr!
z#F+hTL+Es4Uzry5E0gl*EszJ;5U{s;DY3VQByC4rg*}TRCu3CkYjgTjRB7ZRiBd-k
zId{F$%?VJ7EiX?Zyo7k;!gC3e{>@Jl#v1!4%Ek}aPZ=3U{9CT>>`ci<E2Vg|3y)?o
zQIy^Bj&)*b`kW2G8Mk(SdHXL}Eh<;JE&A%ygxSvi2?>MC-G=1F?Ki9rE1dg>>`;Xl
zF91*BXKM9_7zp$Kz8EPsqOS#i{>5afah88nsEE+!vb)gH{|JtCv?&^6h<)ZrN-t*B
z%Fdf<D3OQ6J7~)wTsMLm*i(>X_AeGBfO32kwr>YGUv@5Q-?@ojd%V{0N32jwGuIlb
zzZt4K{P?UX70&$L9$=jI_Leh4sz=0u9TtW33wnbDL0b0n=7Ph8m{M2LFs&qju`)G1
z71|JAppp_{Tsf|Sh52hlRa3BbCFxGGG)*j`Pgq@5R`LX*H`y~m+c6IC*~oF&*sO-t
zR%O@h7XXwf;?e-@alZkY9Lrowb6@pae6(mgL;gfxs%I+omEgl&`OEf!4#sG1h41@3
z(iU~t8z!ybSI_lOSx`QxS_6HGAYZ1V?b>r6=D}!MtTC$<hke&iwND66)m`2`H8G;%
zUVxb*@a$Fz6mJJ8Ql;FX=36!Tpi?sS&VL1xX?X%1nrui4I>~xJj1P^1jN~)BXHfLt
z`+gv~N`ZMp+oVkJO&^816#Is(pX(4NxKqV#_-e7uVR`HOS&0-*iuvEI8UZr3a8VM~
zk=^}^wqy*(p(X}?5<&7mCp>Z3_^H!pZRAV1{jm!d7;FNLE*t}1(-3-S6yPlJ^aIV@
z^0-e7RxuJq$8p8D5^44tSZf!;^39>6caT10a3$WTlA5rnLa2}@bwVqDn;?tOXl*~W
zXAPjetKYhM_qO4=Ol(|4$@^a+B3Iy>HK8`?4dJ*F>UnzqIJZ71yQt3}9zOVM6H!oy
zz?v18!Gb}xpju@U`Y{tVE;uzxLNY`_D%A-=F3m<<n`Sm;-(bBCj$EbAl*K81@LP56
zC~gI%$LniWr5f`>wD_$M_LGy*j8Zn?B#G0O#$F187uUS)f$bakx%X-5=^yd?XXYq%
zmn8dj2Ud{!>Cy<w@eHm10Dh6?;$`o6(w{!A%|X1dWQ;1m-~FYJFUjO+GnU_|f;!Zz
zZfNqW)cDe5e8;6=e`*%^Zembhj)F8SFwf*(zFLQX>&|lU@ZwJOf_O~WCzRTdcS2uV
zLKTJQM^%z+oLYTW@x%fgV@sX=Dr=}hdz`-Ii2lK%_2?@@I0LKTqw`O-*@1L}2gZrP
zk@R7LV%(lLy=tLWoP9)spX*K460l+-cmBOdeq_&&R$dz!xon@t)G%34KRJ-su`M}S
ztq=)F3)5yEJl;HB!R#+BV;ZQD)Zm4$J9H0~H!UC6idzSsclrv$pt`O+Wp=Fy{ja)Z
zY72EH=?Z>Lzm?>a+0(-BlO(}3r0(t^K0){G_w2nh;u%>tgX<F9TD+8eWm?-L<hkOM
zi}HvIw1Fbh)$RwZ%bIO*V&M6$Aw{}`bN*9`WLPSPjl*Sq>GYc3F{_oVdi#-)JCmUt
zWkdFJT94kcxe?Z4>ri7>li_!H$A(Jl@nU?kTqtQp+csvM*{cMH<E7`lDb?{e)tVl(
zr1$RbC-^nQRM`^GD!#sszH*G^O@VNzlc%g^B1B4fK{^Pw0xUGI7TAe79Qa3HUmiOx
z7XtM`mjLZS^bs^m(;jkf8@sLlO*?98U0G{^0F|2yfIwH-^abH(HpX@zo**=FIl&&c
z{#MsdU+FeC9G<7sw|d>g*N3=>PlvSUdgD%WXyUm!j-J2TD1KK7NpiNvDgY&hhXc<d
z%DMz-XorlaarF6`K|_2_M|)9R=C=kk=wkkB^=n`>_Ms^R8UbND&EYqRG}`s=QH|b}
z+G-S%tkO1A`zLbcsvFB48}yF4GE*Y>sAGNAgPqG0@0{u={`QaSxxh=(;{KrcMwbfE
z7fP8Tzr{mzkk~>&Oy{Q+7SGlP{{*R5j57K@bXeWeLfQ{n=EfS!arT4@RWu#&P>tX6
zCqx{jvaByn(MG*7eDBLik;SGFlKvc4iQj5^V&ptU{UV%w9Y6wp6my!4>m{B_-*B51
zCj0*_tmHQbJG0)A({a(i7`UXwm1k|&b(}l;^(l8cqp6w0lfi2rF}9(9JXiK6D)dL8
z|1R@3l#B|wVNQa`x88nZ7;YOBiYFYtv*IBfwc`ipKRY%cs4E$2IM#?MgLBWn)Hj-)
zswk}}sY12rlvkt(!yUEs%u6ddXU3|`U$XQWRVDH@D)XmuBH+4eRaMYT`pBWog+-oh
zU17GUWG*eZ@~oWoSr0>eEagke5Ui^R%uT(@zs^cjW!TQTgIOYbr}7q-^-5t?WxLND
zkVA)HFC%`L*XbgbjQ6s+k+#lLCZhBj5}Bw{t!?9P<8BY;i{%Knqw=7xRzC4_#^)X3
zKR#1N6$#Tl=7C5^Y9mTpp0EFQqGQgFb%!Rdw#5t-?C@<@8h!(dFQ{gKgalp9r%sm0
zxPOJysVWDNin6{ECi12z<uyr3=e0p#ZP_TxGM;R+z^^J#@Ln<M!slabXf{vi$cvkM
zKT`&62U)ItGol~*`)c&xY=?zpW4)_X61V%H0iQQ``CjO%R99d$wZ>r8vxPS@pJ>>(
z&aGHBR#-IlT%8~%x|*n>1kPXfdU-v)rG&oKr*x4MqM3oH^i`SlKoGzY=KIYZZ*{3w
zEZ&b07ptT_Bl<C4HT<&BBD>YAqenK!bnOPFEpkVfB|GIy45emSTC_csVHs)du6u$T
zy|Tc+beYPxg9)X+H`G8}>TJ693psPV8fpByp-{cDt)D&RYu@pqZN?=&SEf}l*gDHf
zH>i0v>HYA!(~g44z3#3(VycSktxZvTZ?7b?Tye#{=`LEQvPv(H5K;OwfIDR6VO{gg
zlF^%KtU4z|Whm`bHsL1|sjB9cr?sr0E=VJS2oTc@`>^<1PQY=0SvJh2t9nc5V~@jL
z;!t3Ov%=)E^sa!{WUjc1H9hhO^kAxx)~zV$zfJd>jT;ni-WQ%)>B5;&;==0auJ!7l
ztR#hvmVQRh7bRSpo1b?-4}$(IGk8;^up?Uj5IQ1weU{dcYJvCtqgI8*7RsF;w5}|z
zme!<lxSkM>g}!XeUjJ+uiRHTm7&M+W-~D>@SldD$U2OX4rK<6qCVfX=OhN+64X?xz
z*M+WEQI@i*!Vo+Z|5}t<D2EqZ<U>J)oF7w6kcl`(KqKu-IoY{v#w&#UVYi4M!LzVV
zg0yA<FfP3^d^RlhhFnl%?+2fcs)me9jE#K(C!sP?a%#94tP+bo^B8xr6H~yGW4_L#
zn#ZH2#F&1UHAIiki%_owTtZ&+MZ!@!ly*%%A+|rj6BIKrA0Hw<S;_v{`1Hd|qvC?M
z{!lc|7P_wk%Rg;$WU;=LZ?R^_GTzxuJLV8Ki2{b#+Fd)nvGkO_I6V%U%i*PVE4o*Q
z8Pcawq1kPDF~=AKg@*#k!xNe-XtRvXnQ5^O3PQEWYd&TYu01dI_QDjxH3V}2SoHs`
z8H4CyPtQ!szFN2R&<7>sFj8#a9r<m}48C;w9z<N5usW0@IuTeL8v9Flz39snTT9L`
z{FzrL@f$$_7~#7&O(%YXQT@*kN6%1#UN2DxA<uR@eSw`)=9thW#W0S#T#7o@vxTa>
zkmE2PgAhu_v?s@kjCuA8wkxH$%+hdQ_*XuELzi$<-w8r<Bw{Wkol+LkiFn4VJQNJo
zSJG_YyYNg7V_Q?bx6Z((b71^6+qTxRd{{da@Y&6<{AlI*0uvTV)wqHF66?drf|cCb
z@I?Y2d{s)K`}J@sB+fSfQhm6F80?sx)GC>F7D#Aq&a2kNM1dBee7VY3S5m80S%qk^
z!+W#HFA`1&k1E+u5!AA@7sOIysg2Quij;6>U}YpjwshWF7aI;tHnpsdxk_*8PT1Oh
z4;BYzs<TBD%m*qG=gItWv2j_fhL;BRmO^7+U$X2R$o1g_r9;92*eBQk0PgtnRO4}X
z_vcHkwJ|LOt{M%1g^hC&*!a|J0iJ-W`04NY%eKb0xe|M(3B^qCgZwM;EI+bA_;*)~
z@=u~l+OGNcYiC!|<>C>hIy+rvIrWD(xU~glNzVmj6Gyy1{_c50;*)09@bjQtvA%ae
zbPl|_l22;%(6dXc8N=pr{e#ugJWE2x#N}=5%;nqe-ty3_?%$r9LpLu-1w~EUB!jjR
zN$$BPl9?EPH5`2I9#Ji^(|@+J&iK%ic^O*-0X}z)6!1KF*qO5zAoIiDo!2F4EPN(o
z?0a3S@jby2d(D5BurS?b=<e4vpMZVm=Rb)9mE-<C-?wTXSa$Q{;?Yz?PbDk|F!D5l
zuhGA^jN;t&pKI=Kd$NW_=y%wJ=7t!FxDBLIizc>#S9}@VC;CpAo+aJ%Ggmd-L2B&L
zpc1~@8i2PWi~F?5tJ$DC3t(r42Br9~mzxziAWR1VjFrhNL!B+$0br*8kn5;}*yn{}
zK6|C%snGaT?Tzd|p^6H&jS^b9-N>P4|GIaO_q1LgFE{3s7rU}koXl9h4g<9LJn;R#
zym%6B7pkWu;wU1*A)3*N+(~gjiK0M02R2uC!ws#O@gb<!e=f@twWKOKI%hrHX6}O2
z*nzRL$MU}KT_K5Ovp|A|)5Mv4FZ0l8A<1`K&$!Nrqwl9Jwney=*|0rt-}c-M!V}Cb
zZ-d*Vaz(}tiq~iUUbol_QPM<YN`CC~&W|ay*_5##+7F6bILOhc$d;$Dn=;J-j>E@D
zzJsYL=olNU@XCk9A=dEORBjC*$*cbWG|%=K)iEHd9U!s_$z=-t^Bg{>;<tht4-r-n
zj?<wuA46nP@{zq;<r#I}6NoGzv`5#Cb*HxV6gSJWekCgYP=6U-4NrOw^Z2M;=ilS9
zFY3)fz@2!7{9`~e25kJ`o%pZQ2_>cFo@}TQarq5A&Cs6|n_l~AHa@L|7m^WO2m$l*
z;}T*5#r3=}4@1x(Xd(aA&tw1L`GM){8&#^J@2KU6W9i^OFNp3#*-id=smG2y7Z8oB
zK&!^jbCu=3kkYYd*UZ2IWePg+!fDbaAtWF|KNKlSYHRhk;K2Nkh0%18W?VizLmL2p
zGL7P<5tLSCzk({DFF;hbiV(WITE2P?+?&W2^jS)+<)ek7sL;MpRDnu_Yb1ei(%-dz
zYIaJWy?3ZrE(TqbH1fTF^uCUcH2HwR?U+nw_8Tv@Hd%6abZw1|_{IH=1s1IqMQKXw
z^ptZ|iY#6T#6Ce0wx#t>Nq|z5O{H15k3X!jFwlxKNn6CvMW+@ugHT<Ez5pG!VMIw5
zGNAK>lTAKCh!uL|>ERu!e*84=9bA0gLd!*bt^a#)+|Pko?6}!%i94TI<UCoWD|7)p
zk&%h|fjyqq!XwB>xWWkm`Uo=}LDx($;SDcdYRePym}ky$jb}xJn@}x+yl_NH1;-S9
zk7#s9Hl2Bk^^Fj_yeI^eS7m~#RK<oE!WN2Dlo(LWquB0rN%G&#Zs$vMp8}lRo~nnQ
zt&cV`{9!r1zpYm}a}d}6u<cx<EeJ<LTjrN0(>ZMRkVvh}xQyfiiUw2@>I;cVe2igr
ziT<?dfC>|;C^==*=6Ia2ql4`SR#QeoWJjpEcsSfzRTvKEHl%_XnV=1nPRhW^)Mz8<
ziz|wBO}5@qr%DIxejlX2Tq`}e_RC^wQ#LBXYkQ@|`%R#2c3k>)wM5E>);qqIG;B|-
z<GVf*+>)XG?T*=Xhm`P2?HQ-GGd8IN2jZ3<@;pe(pC3?tXicFfV;Tugkk4m+hr=TW
z+>&S%$RUs=HoZ&yKR~CB%6wMv4{!wl&4~rkqT$tpD%;bZVry~>gRw>ZMm0s|TKBnm
zr1eV4nhNNe!$AUv`s28xv`o*Ou5?|kO9x5+7E<WYF`(FBBDg9(5gia=U{3o3*LuGp
zhf8p#v>|&|;^u8JY)0WR(>QV;J_XLd_V5rRF&kL&y2Elhf5Ef_tEjE3(8s*~;U@n9
z0><HSUdLCC*8U2|q0W|OLgpABHI<IKmI@TJKPcq!tn*u6<H879I7gzW&f}S`xH`w{
zEU-Pz31`hz`DFivBf%5iPT=M)t-~3$7v1vG7wb)>SpAPC?`_+)`uv0kgIE7~WWGx)
zcHXVr@!Cn^>usRv(PCoS{El}BHU;I`4%12z71qW5I=u}Vq+oh*V@;KS$0zGq@T)9D
z7aH-xL4*+EM&PTZ&{G*@hTPb+wwn?6#28a^`fNwJW#VthPh&K~65$R@(gz-(N=?V*
z5l^AFJ$8=GvL}Q%X^dZxK4WZv`;_@Wr2Z#tP2gk%TVGq3{g37iMLlO&e?|$#l|;xp
zPjBnrNd^h$talJs<x?RzbRxULK`U+69;-)8_^rQY8JH6`s9gJS>(};i=G+C1Se(o#
z(n=#81$?u__odxTCfGh>dgHlSf>yGfq#XVN&sMOTgQj}ky|tVcvUUpYR7(;iZw^GT
zUN{wmLuk0icC7|^Tvo;7%W|?DP095tU16o#Am9Wg!Ke|1c>%3!^DCayYQ`bSpgt5Z
zrC{f^<Cwj(5DkU;q;}NCwVLagTjF-o$>}d*kz|u&jVRyH^`Z2*x!=;Ow_!XDPsm=Y
z0f3|mE?~NuU#25Z-TE_5nf#~hy?Q(u`y;2x6Lva0o#3?BL@IU3HJs~`n?EK3e5Q~0
zoQx0l@0EAQtQg*k@2uHJE4*e>PZ&2g9E{egQ3m2vC<s?7xq<fSj;y`VNPid?OL0;{
zzDD-gsgN@_KUAdELCM`T39z@^L3F^TGO^3#KfDsnv}UfF*ilVZmKBL?x$IF+FdWZ7
z5$KtB#g8HN;1CF=L(Ud?!h{N5DDBEM(Zc6cuYD}i8PwqRWkg%-qpm+=CZoplw69B~
zn16lddRU{X&?}I1`dSKU=4?4^49^3L0d(aS^NmVX#rdRv1e%&3NQD!$ou`nenkguU
zx?JHZWD|e?2O3yN;eic4AK&LyA4enSCu+@jDxu>JQ>J}(rP3D||MDa0u)<Qt^6CL#
zpy6mueaYY{kvN5mp|KsOn7SQ^k6&f%7{bPbH=68224dxZOnwO)<i9b^Dzj@8ib)_G
zoHnr+$tEd9Ly?%g8UM*+;Ocl+x`@q!amD`Zzm-?ZDI;$%T+!K4tIj}>4y;NJYL|&b
z#MkJJqlFRg3DZip?W$n6zBG}-IQl|%;av!UTl8aG>Du(tBMxIMU2VR}&1Pv*#rLyu
ztHrxI*DO=@7YkJkfUqSYl%(ka$;QxC^tz<YT&+fV#gJZUbpQ6+=H@}nS68c~l}%Ur
zp0_n^1SlBG#8ug2LB{8{!@oh)Tv%&X85VXq%KpCIG}_v3Ri<69rlAI!H5Z&()u#IL
z1`O6DnNGT)uVjZXOBy?Lh(o$id3R=?sFo>MKhFfz2%TAxE>B4`FqJN8D^LlJ(OOS|
zS;&w*E`-xLyNg-ZwuVZ(M-RDh>g!c~0!?3nP$e-SUS7fH%n(9p)4mN?mgM8lj#rNM
zSN6mo8XI<>gb$t~F0DG}uKOzuzf6l9ba4kTh&`#4Xj7zY^?o*N%g4}>m0e2`u25|y
z9*L(-L+S6+TkHQM(?G!)o(AF5Z)XF1jc~yJ=3QbV?i-mw)s<R+!X3afvauNBx_j&I
zu#@5q>O+HkN^9&@+(0sv6@1O_P1WD%Yf+Ma{@ssv$JBR&+2Y(2s<bhCPGa@v1MiKu
znJayll7#m>56%6j%}3VNe=>;-t%iQh2HLOmDivR6bHN^($^b^3$crBwCg89h70TyC
zgA#DHV51L6sa(JO*Mw;E%mONePzHcZ$x7kKZrqh(AB<A}`+@%KD}SaQ{Wz>muBJ$5
z%4!QAgOF@^4+Y^e9n!hKPS;(h4xs!fRAglTq=Lf*p%_Jjm3O??yB+C|-&)kIP)QOi
zT+l<NVLjwYG;HncO<VyI%aM$5&(U<o6Jev^T4H;z`gDu;vA~83TQfUW2R4+<t^HB2
zgqmom5|U<L(*2K${+$wG&3Vgg$g2YX#~<$YQc8AOwWY9yO3n>Vzs;UyNau7(%u^$5
zxu2me-gw^EW5&!jWG!nB<WMf`SgaogNG*d%UyAC6KsIsYtHtM87aF|bv#<wUi7d!R
zk?qyQB|S#$H-Ft#e;yy?S6fUzg{F?SrF0!-ZV6pR)DMgPsl+Gxhgs`4C9umCKYy~2
zn&UqhRF#ZO?Rc}Ot*3{GkI;fQs8%3>pfA=FrBI~+T(-Dz_8@VWv9hX)5+EwI4qiTC
z1#&wCC%b{*gN)6zAK0~b>#$P8Gyev~bMvaD&O@Qgm28ovWoGv5&vG}MCNIJF8UqzZ
z(bjaIDfIwG`nuQPMNM}18e|HZ4drRa8wZXBFpHioWMMh*rPOeCpQ#PMXS!&-akMvm
z|8OLZFS3ds{pG=NMEpd2n{c#r-Uz-3Y%UStaPs<Yhim22h1x%stf-Ocf@A+MsAr!o
z7U&a~JRZ*;THn#d+dg%Y)8jHA;n*g6YeWg>3<x@Es9Jl|G;Ts|;G7uA1u-kM8?}m(
znahl#8gVQb4zVfJenpd5lW9}<1Q(o8W&(d_!F?9V>NMbN=y@Ri)wQ#<^GiRQ=C<qk
z%Ps3sOmfj2ek`^ohX*LR?B{QdUenJ)Z7ol;eZ5FdmNu>$E)p|_xJo$1#pd_`eE2O&
zDhnj<HF*O9ejAGdhRI-q+zuzs2L>=W=5uti@1xZo6B59jBB=8uX)T@pz|+%GoS%V8
zRMhvg=;zVcLkw&1>8~g88^6SYg7O@M^Z!HDSp~J#M|(TCyA^Gq!Gb#!4OS97xVsmZ
z(o%{$Ef5Iq1a~d&6p9zO;!>bMDFup@_scmK-^{t#li9aBGk;lY{hsHNKuNh&j6ir{
zKU8`c0I}6qR5BeIVrwwn=Pjj7kqR?((IZD4;11(B$e!EqZbhH70v&CDxsf$~<acRT
z2XCClvv@n2X5s2?6}J=>?Lv&9#>q0;=;So{SwLU62cGfRyv-uj{2DcZ=t2Jb^AqFG
z+t@ga%ps(C+qOFekm$7FIklQ9HCBHEZYYw^d>`h62$)p0?l09)3+LkY0(ZvQmX$(_
zO2AkbG#F`x3VN{gno=!7PiqllSK`CA7!rD~Rr~_c@asi2qRc2ftR{#bFcgZ%C14lu
z+CtMo(=>5BYa+XBHvh!En4F%Q7PDU(uUi-FLptP{D}8_WAe~}dS(OKG>bRm2d-XTX
zqP0mitN>CnV(e4z#Vg^dIlt#i^8aJ(AW%Z+Ke^tHet}=h%M1M%Wg|&RwHJWk)q4ne
zu;(8khSVS*+#$2J0>%#wyVWUPDtQHleKA@kgE&$FUdz&wz0vsD3Yf#G<q99ne`@`j
z-<7G^6!$cbBsJ-I*TPNwT)mO0$N#vlLAeqTe&&PKMbY7=BqxB)h21PR(`E5C(DMLW
z0WYPkB+$Hc#hhe1qNs(-s|@HNFt%m*=jc@&qv7Y6xy^1%{9>*b^)YB6j;c)O@OQ><
zAt6@JTv*2%yv$qwu>Y}@+5DwKO@7#%aE>2f<F>vWT^r6?^OO`5{Y&v|r`f&ZgHEDW
zMmQTa-h6r2klq27XT?#FUldLb-}KGjK+?Ro1C(jPRsr)fznADQZ||SXTeGfwNh+?e
z>ClVt!yYh{sOvv~{HH!aU@SM>^LL=C4`BJt;q#J*VeWv1AH43>tJ(L`z3EGgr@zCw
z@l}&Pyb<WRJEcfp=|;EQDU1D%9S){4qbz@zBHlcGWtvpRdi+2a^8?>50MIP2_5QA#
zLi@IIpXp3AM`qRMumZ4zYu{Q4lx_gN9ZC^~g3nx(xF^OlE5T4N_bd_efj&~rpGwL=
z^VBzv-rlFjq_QEBY&q<d<0k%;2F2kAWj-QUc6s3R8kG6dv2w^rCC)R0gN1qC_H&vl
zsI40N2?ZZh0#2%T8m*Ky@VWQj>m!P^=8T{Que0C{m!0bCa2~ek+BDQymJon=0+GK6
z;1N{gQGhF@ap6gfn<>#4BG4HYzB)JmebH_y9yl!$l;r^8X2(WFROq}=BpIM1nUpax
zWHm&g^|MawZ;Uo6_=|5lHPA_MnQ<6Yx*eMWo{;88Lo=VsmWQK9y}xpxsNhptb*BLM
z37sW1!zGKJ`oi(1qS8T)0Mp%A<5(T!Am0gdEQ6IDbo|>?4kaM%zu?Y@vQ8TnE*(>(
zRLl?zZLMHeUGlG0PKQ~ZU@pZ=eX}X(x-@iyb~NlQ_pv7oHo(j|bPFWQ9AI$$swhF_
zVhnaJF!SuRh@9KU=e*Y5`K%^W>JUMDLN*6D1V^P0yKo?xU!-yJ87`^1&}-v8dX(Ps
zyc+6JEk#l@RoDj+!)8Cv^_6)CiQ$`^!MgD#y5rVlf?M&GYpWv=%AE~W^Otbczf(et
zDnQ$kmr~!neV$}F!aghUiu;A$xNH^j`taZ`Z^rDDl&)=N{3t{IRhq1iBQP0N$<E15
zsEGJ-BYt$%g}#(-xDH!x;g406UZM+1Z_!hM9``K0=Y=ieKOw;w#3Y@J%I??8C<+Zy
zcLJ8vpwaqBRvp@)A7|y3DxdG%@$vi>+7GqsV=Nm&0T9j)DoGrCGpC0tz~Jk@L4SH{
ziLlXKa&mOM{j|Pb(uLQo<QgkSV(}hARTv#5{qK2gi?0nnb%wOu<4lD6@}4iYb~uCn
zy6<fgANu_343D$M+A_NJyZQ^EPFB)a!~PijlrtNJ+0PvM7eYA{tA-`{EflnN(XhN#
zlCQJ!`Z_trNgRO7ul_yrQ};TGsy_RtjAUUiOMkkkAxTt4AUGQGT#{ANnPR9N-E<!C
zDpV4oPy&*F+39dcQOuxKm+_@fQw6`Gu6e9OlG_9>wWgn9RD5~up4vv_uk6hJ0~CnZ
zG1D{s-*+Y&w9)C}I`4w#(9=0&;=%Xto(o!hREM7O0k`=<u*v#nA6vuO$Si-b>FZ4!
z<4~q6=EbUG)owHpf7uTOfL0*Xua*mcDW8;bk2`9Yr&|uSoN0w0HBc$4{0E2)-%g+)
z#Y}k~r+1Xm4pEL2`B}>5nzr-tpzxzaBaO2Uyz~QgrP(b+{K(qYTPKZ%9vu`V!oCTe
zhQCfOCZ65_+j{awBAJTB0S4v=(L9FcMXanQI)DZY0t}!aEx-jEdJFxxu|ui2f||;V
zWUBugPcV}{5(}LiChB)kQ|p14^pwI(h#Bt6ZcK0cB14xC$fcg%+zlqDV>AAKyn7yl
z+|CQ?{ctUnr4jxc1-3bob3--q3d1yNP|+cqJVA}bJ7%)n<DaHAo4VuR2eo<Ytz%B)
z+myr;4LB=eXhAA8wM<j0j89#65nT~19;kzY);1N%F`TwMNyNWD%IVA!0Da@4`h)%3
z86J9k!~K^nnO*>BD0Zjj-NjC^h*wR*UT)<0{CIzN<^Yl%O4jZ&5}yrxo6{L8PxJ9B
z?S1p3*bxrZFQ$5yw?_=ri-4Q9dPiD!zHZTo^B<cmf8RFxjNCJdoQTSVfqcV^7$|zP
zPv@;=#1F9Zi^Z_Iom_4$USY$84+2QG50`vB->aHTINyY0aR5KXka%Xqt9f-WFu%j_
z#AP|NdG@frSKf>Emt9md)93o!p3N<@0^j72IlbXi)IWdQ!0^atO&}|0ujAHMb_5rw
z2xfU4iB1l6RvEhby)P=z7PIjSu$uSOdEb_-JEZA3xO5OG!f_0sllcm4%l@&;j7@Gx
zds=Uco*iRjV^7wK`qInrC@TZ)(|mt%5pvWbWWDlpI8gowTX%r){p!!BtZhIZHU&V+
zrdyh|`QqD+@8xG>{e--=t-KX^f#7;d2(^^{&#jEUtGMH`>9VXfXqK>ke+VT3Da&>^
zp_+6!zH~&O8Zbd7*YQ&kcWT1U@1ycg91HHBuCtSbnIFzx&m<ox<)0|{WoYytpNeSo
zyL~fe!htVTQZH5pd?Om?0O+gQN1~Dy*u#-^ypkuZO-m>)ZXBp_r#_Opg2g(aJ)DQC
z;)L6fLKke0%)^|8u#S0Ywqi?yd^lJ^;pWB|AA05f;ql<FxCBO5nNqwUPvN94RmT9A
znbL?GJ7BU;O=OMnLP71s3Uq-*1D9ghvj*VscL+69jk-Gg3WPmgF<JC}_<$X@G}y14
z_bRsi?%!JF<*!ru5caxu)|=(!NFafanc~LKU%!)=$F$X6oj>L5hxNyFVED`}eVZ`g
z6OEHnWK_sVTDWlx3AJ&;Sy^Yq;X`Z|-U~3*96ra5uP5!&M)ylIqhV(ON6clJKXLy%
z!514&;B%;HX@a)b=Ks)WK^BC2qLGEK=_o2}?f-oT2Ux&Tc`5l<^|CysJyPs*Rt9Ln
z<kyae0qb7h8mkEhD|JXbc<Dq};V$e)!i$}-uF+00c5YTf;0E@?4T0L0-w=&{8*s8F
z6MyxSA_u1s<~}yLO6(GTgOAGz7^*3Q7Fi|}P?lD{CIC>v5y=-FSjJPF(T#$+*NU3N
z4Q1fU?2K825A2K@z)NbKXKb;`aY+m8u+`81f-vLa(i<lL6E<_hCSQw=E6_SRK8w2+
zIl(tjUQJEIL5jJWhOS^18(XOnEXhzfX)%V)PY_iOAL&nGNg|<KrG&tg<eCntOfIIe
z^J@3%YVtxf1Z>!=!>$`ifQ+0rh53!|=LgJWs7qqoC^hzcW=!}VVP;V~jeR1zzbSsO
z#3q&c^H%w9@tD@g>0y_)FueFc7?37VO??}YlYg1$6PH;tPi@$<)TCdsTYPZc)vrV;
z^-L{InH-JSvh~8Ld0x1MqNZAg2WMMAur-vrez$fqt3Oxpu<5|bTo0L>h0^<%6YP1s
z<l2s-Og{3Gxm#Jcd|yk<8po7KPVOk0<UWU1dBV}l_WurO{-0mgRfz2R>cvcYa-w;(
zkCb0{DCA<N;(`De1wd@H%};z`LZuW+UvCb5$IkDr-E<sNK#QP`?t>m#NBGUx3m;eB
zCrSduJ(Gq92Vl;`lYrLgCkB!?cRp|C@a6hgl9fe%?uFoYL1PVd=t?Sb*!GjDsS*0m
z5K&R=_s#!!!qVDMpR8uGdZ&oeC_b2nx}RAqQ@E#XSP8+06Jhb1_T>ujh$4p<2Gl&l
z)FtiodJUM{8yfjkBVA2|6`a+=X#~Ow_6?7oz|PErSMQ(52PT~z#NRaZ?%cWmYCj!=
z*h;KCeGp<SwpTlEkloS9jQH^Qcr_=TzN|Oc>Ov^$i&{iE=%~lJUC3`=fK3>zg#9_h
z#^VXc#ZvUN#i8O3g`vCCG=J4j2<VnLQeu~NZ!29np`ai5+#Hj~I&dpUNptKf*WWfT
z7-&~?u9{qlTQl8;fg1)3Pi`9c-Gsq=P)B!h{<-^6KS=sN09p9l!ZW&tt;Hw07DY8_
z!PU&?((hlMGPA<}%F`$n+YGrTtR`l#M$Hvhy#Z2U!l?Dt85@QTeg)eSB43H4TM&de
zV9NAD1=eONKCSb+0XYiBA+tBD8q5OULmb^SKfLlZ@9|y2L;yHLViK+LqL%flc~4A!
zf7JtlO=FE@s?@kGhaEUZr#ZFAj8<=uL@7#~;56jYltyVie@|{GjZV|~szb7IC@dD5
z#q=sWDmI3d9Yz2^XoXVV&a0<R<T`{7xWw@o7;>O0gdMP6vA)B~oPy@+oI}(UW8L{#
zkG~l4QYdL_#sG`p<CO<D%?shMPp(=2YPM_RlTj{(7==y>fxj;!INRA~eidL`zM}QU
z#T!~-p%X8m+vRm4>2G)^R!PZexSQE(UIivJ!Ouo<RiSfcK69=1=`rkjlo&$)27{Aj
zBX(GZ|D||62k62<3%{nZUP0rH$WLp&I33lF@+?qSM&Xf<xVnLdTe#SCve|+3J_AWd
z@;6EkI0a|V*I8biWyE?NEPDM1Xzmc<l6=?Jbpb;fjXq0k!4l6>G(|0G4m23(2UM8<
zVR%_%MpC0DVqY$B{m`Gu+sVtF9$q;?Xy|~M!v|v<fypjZpc`W)$OWyGD}n3R_pp0M
zG?pN|e;4al7eV6anYR93myw&Diwc<RySH0!Sa=|Zg0HKco6t6cbv^u^@MlL!#PCfF
zg%*!Ho-|pcfctuQ;kM<?SjwOH?agg;wtICm!seO3fFsNvyP_$J8z8k9;fq(&*rh65
zPMp?~tiw-|y^qOP-sR1BIkZr0?2I75S-~{ZGGk^^p>MaJgK~S%Xx@qaxuV;Y3u&ey
zP5!40<qZAILxS;(=o?2`(p0Z+R}H~u`H=X1nm}@RIy{<HS%`r|%Iww4_jXLVwDwJ<
z4&&+jj|GNpy%Hb1R~&6bsEdCP;vvjZj+f`Z$TbtP!KNYhDP70){7Qiv^ergd3@jn$
zrEU{zN!?6Lf1%R)<jaFm_8}o?-y4mEm(MVnTRk;I1;%1`->aL(C1e}Erqsa)8jHlJ
zOQ-stf9m@pYy{Ne6xPdwswsdF4`Sz<oge)|fZo&c!dbqh6S-;C!VxssDPDQ!rc)QT
zeus>7q(9ZOU2-xxWon=;2@W1O?t!CiIcgtFNqDh|J0=79jn4Y$2mcO536T=+#xrO*
z;pC>P$ZAv)X1$WruS6W5R#Z8vo1gG1B4JdOJTCE^V+CN1J2#D0_)<akd)>2#B-v<#
z5XhyaNaBOSjj^c#9{D1F0Q>MGA8-=J4jVn8R^HHx&ZE~8p>RP$pLbXAC`=|nAE3J<
zYGTf45@=d!?rPpePz*5v_VIJse`R)xU7u4$<C+|ihss|vk<us>s;d;*h^K3N{_Qw_
z;I)PnYLY{QM4KkG;==Tvl%mUECv?}Vm34Y(*QVs=i)kT7YvrOfiG{@)Z?I~H+($iF
zI{+_2_)98vRm=B3`vq0jEm=0Wr*C#IoZCYv)U>!Gm&fW0YtysiU9(LFgJo9r;8}5S
zj>5Fc!7wLYbz1%xQ@NU-_&r@Vzg^3kTRHt%zuOGf68O1JpJz05#aSJB>R4->K^7&;
z_p+=4Y=1)VS~)7}!xgAI&V*iVw%oCH*Y&+&wuL4R%yA+&w2&z(TmhR8OrQg7=g;$C
z-s@=y&M9q<qKfvakF3C}syd8bu%-|_ZK0$$$jv>J40cS#mZ&>*f3>TWqr>2DsupCQ
zjxH3KF<Ezf63HZ`XB^)B8^NO7qDAFIV8@oHx(&kAI#OVcC@3#Dn#r@0bN7cUcb^g<
zxiWqpps+)k>x}s{D2WG40V2=V0=vjl4Mfgcu86<JdK(D|AVE1W2(9T5g~VSSn$+&@
zK}$5oY>+^F<>AxK=L43kKfbF2&0hR#{>L5diFR+CThG4xg8>oUv(`zL3Vtc?-0c;-
z^J~sj=kK+E*2gk0)0w6e=UK1S#&VOYX%hgu5X3jk%yn(f2GS+0q83mQST_?&Uk)6D
z=zf0px)nfVqFe~_^<lYnG$3jY^l#1CXA?tU>QmA>)QVt2$3<8nP+zZp6tjSr|EJ(q
z!9I=EzultHTE!B2luVq>uRxb=A8~VE0;2_6=f!VG25rBgz9)qKIJ({PgNQ^kZ28I~
ztjKV3&FA;^4sAIgXbi4Togzl46~&`wss;jy8-RY`X&J9pbM#{xOVhUg3w-ti50eQ(
zZe|ONO`yl!70WZS5t{{>GbScZs{A$6_>(xFIE%L{{`-TG&6SW@o34&P`)$y_^>s59
zmjs~f#>rG!fi5*tD(>?BVmU`;T}xRRA!W8H6FmNA@^^|nOHXy+pxc8~MDM@Dj`_RR
zs6TCuiw)V|gt+~M<frO3wPe5bbGtTG(7n(qpRx6L9^^KI+RluV!Z1u^SR)gDeC%v_
z-Svt9*p4q}q7rTT2Ws|-vR9L1Z6=1CL;8v5vrYvc6sHD4xA;UXm+^5r4tQs_=jrF0
z$Wbn+SYXA6v$Af{`YA3(14_`o9xS_-l%)A0+IGcME1=EP^u3Ij*%=ma3&Om{()`QJ
zfwz9}P1o7i?#`1bMlsPgwbnn_DThzb`Q2aR@P4%cR&I!pS(O$3PTbEr9;e^DU184k
z-}>`0yzMe~+VX`JQ+Ik#P9c^%AE&fs{~hmSOWE*xeV_K5(KKTmw*DVX|NP!uI}c~~
z14uW`{I>RJ4$*MjSi_B)Cr+#Ss1gmAj&B9L#h1ImeK;Ax#gc9)|N0U8D!0-`H75nm
z^z0Z%n_cy{uc&Sk&X{ce9FYwk{s)*zM`TUV{X`U{MbC@md(h9oy5Ela2>LO&FrTaz
zL4*gR9eoI=;s|i+dlNl2eJZLehdDJX^P4K0X-l~fI}^$MIi>@((^9HmRx~SIb{jSR
zRhGZYdH%eO5#p7~+cFR*<I(m$U>5lDBVDkaQwM57B@xT5z*@$}ut3gVV>R`NPme=W
z*L0!y044#txU;G;pao+acgz;V{&>pgr*~z|-c$0N33N{L>uUbV_u+%($Br&Fas~ww
zT1+5*0&!>pU)bP#Urw{nR$dF^qtsHI+6n8U%afE_iosj*)8CRG+H7A3kN)_;S7VBV
zX_csY=BIm>wg!&5wh-_C{&lhUbH`s{XxN|mO^vI|0OscVC(;jQDvesgE0_v>;!jT6
z!v2X(TxaE0%PD^@o#6n2iN}}nG0C1R7B48!(<Ujo%Ao=iB757l?P3KuC_8Rp)Hs)#
zh=CjoGnXk;W?M71)4mdfNfrX<d#0NQrqa<zzTk!`rr~q*;`0-&2+`r(Qsj>!xoPzO
z%zd5C(sP=|Q0DA~XT75ZOK||?!&t4>0tXI>`&Tx4I&%E(nn&N>u*FoZ=)0OTshD1?
z36mWWx(oX8p@?ipP;c_FK0ohi0gKz~xjmCK_sm?DfaF1p<V#NvL2U0v^b36h{3&NY
zFUDoUIjBO;wk)86v3XINIAWsyl++f7bJ~P3bJ~By`%IGx{{hB}rw0$Yj<k#F>uO1C
zt8)PN{{eXXK_7B^+=<va326$!sgy{;%6v_Ytd@z4@7OOFXxJ^zj|og{%`r1{!UO1H
zzY>^MI?=004X;9}N~zs)T9J7eyrUxM&582ccKaugT6vl2x7YKA!ca93@%Q3TLTl)F
zXlnx}7a()fYx-I7Ac&#cjP9W+UWC9WV`bvSTUU5&me|ls%E(kN0ss|!TP$^GXK^7q
z^?eN0Md#ty)R(T|?Bh9Num<H8bRIbXK&hF4(LN{6phY=c#U6L16K}%K3elscZNf#d
zvgcZk>(~lRi<{>254u=Ly334L#sLZDDM5uOTx@QLo*{-iTFohYx`ksf%+>=|9$C@_
zHNfmOs6ffknKjl@4PbPGNo(f!QvoUbypZR}KZeo7lh+f6O~Mro#2_re__au?96>7F
zVH6Cn8JmklDRkK4`!$ocaSOe^ODdH8D>ex1jSUEzO2)*EgSd-OI4|jO@#c^FWfit}
zCL$|gFR3*MSZtJC&`OIOuwVE*g%BVe2P&oYeKAI{8*a+WAR-}ie>?thFS+61O5H$k
zQA>FZ!7-@@;Df3+Kw;_){J0+rY1>=$X!z{7t#Jz?T_&3g1aH=W@c0WKtj3Pd@+7jq
zrfkQnbkf4C@!4<g$t+l-Eq>ybwuC%WP@6sd<^B}HlES6SHu-QeNQk}Z8RSFTWUZ9Y
zeoV@cQV8{KAbxm!U(}zs@|^jVJbuKRQ|!|(-&K2WDrFa$icBWR71+)-lRm9ksSO*U
z&zz<#{=}gzy#_^?reS(ggz50YZ4BGBW+^<;hu7y@b)AaXsGJ1Xhr6}M9JMd^qE)K@
z#AUDq4_k-EB9>{ak0h?l(Mwg8+N}WpgVMIiivHKkClYSgQqHFol&VX7n&qNPP?iHb
zcdqmaA#>$<r32Gac2#yD0eq0g8j2BjGIG(|xt<%8{W{Axxx<${iq#qwo@`DLZ0<|^
zZA3C><%vFSTFh8uC~~3Fl}Dq)qLl6Xm@a}E5hYDS?@EBNW|ldiM@+JcIdqah<hAo1
zNcxiZ&uMzBx6G%Gee@NCp-up-QS2^7yr-a^By{aI?C+oU#~IF^T-nxuw$YzG{~1>8
z`tOB(<qc$1|HqW3FrpC@xsNpL;2{W@Y|&OmH3XHiD@y?dg_4J4<M!suOO1P9s6({|
zTr~w;^kiQ{g!66f$J1fH#213>3c}RPExS>0JHOlGvR8H2nM*cwUfo*d9Dk38X0%?(
z728jKIW_Gg)boKhDPU~g05Ai(9e>F?$*3psP8Dd>@PCvt5H9Q0AJ#C1?MK|YDuWgl
zctHEL#Bo0Q$%RgZv43ue(AkX`FS&6CewMgJsG?#O8cuU00t*Gy%2seCx00KWDL0HN
z+-yi=r`^~CFioPOTJABtp5eNw`bGz3b%NhDDd0>wdwVj^{xXvx%H9@pYcdW-_jUTW
zfuXyqI@af#Aagv-z^DPiK6`3E-+6I&Xdb(4v<Xu9n~<A{g8oQZGU->!!3pdc^WDK6
z>j*}&mPf5Zuk+_onmHWyExQ)ALTItZBta^;NJO|6DB8TP?q`kz&`YCyQNy1_K)b(r
z__=eaKy5dF2|=DqBJRLLu4BEb_E3^KwdM4S@yE&QMAl$lO~)>(*dfcP_mHh%&X){F
z^CaKPMkSrvzl8G<Neitc)vF{?J1>P9B3V0^Tj)vNc5Pxz1W)%&ol6dDA-11|{^?eW
z2w3;D{2OFYwlR=$c`!8gcO9o+kVk3zgU*8UD=RCmx3m8NB%2{QmJ-_S!^fA2X}lIT
zF0Mav0yo86-<crWqxg8!&s<$m^Al5leP=S`pkN>^28_(k=_8^;BmB8VftlIf$)!~k
z_X$|CIp&*I6u<QsE{-OXL3{m)JR!&!fX%#>7hw_x3MJBgYHT@SuzOcnw)^GK{A|_j
zm9X{O>iO>i)^EQ%KD<f7MMxxt_J!YSZ@IL?6uumB`??5@GgMs{qZM1l@ycIEC>P4L
z9O$h<)tw^b?%r32pP$!^c=NuZtIe-$U8(hVWH*ylG^Kf2*Y<uqJ}zFlFiwppOURWw
zJ#qpHVrAuhv2Om>$TE<VB~>_za%`vD(tISYBe5Zy;6yPw683sxBFj3rX)u-wsug&*
z%TXZ-`e!vW`-vOv>x*CgbLo$6qw5YY`HPD#@bUXIIGoeEcw@}G<;VVbwuAtR)}FfW
zIolRMGfk(eRl=rOb7q&@g&OPuHnsPSLi|*q+H^;7Tx{0E#&|kH_%^rlQw|-cn>pk8
z-S^g4WbvXA!mlf%-vYu*vRqATprFK&tnU#P1%|NjGN4#mOT^?>@M~<R(kb(jY!eSV
z2a<uyPrk5$IVdS(Oe`+Jyc*LLa@5rlr{+!M!3*vs5f&bU^k#H!CrnyM{d3pmWpZV;
zrk0X5WvIZ8_gGA@xbwKd+}yH-{MFl?ujh$X9Jh|R`^nXa+aOtbW5wj6H7!NN`PTps
zRP$T;NY&HfPzY`Jx}bmW+t`=u`sq1Yc@Qdb+MUs;8TQ<rtl+e&Y-A{9!&mPj1wHcn
zaDA18)rmFXD<0zPw{htvde3lI3WoiO6&gTpGp|h@izvUb>0xt>yJ3}g6G_Y%NBhl{
z5<M}RX)<h8{~&f_I2(6&Q%h!ZoYPp7K1%Ab0d^dWelicGIQm|+h-28n`*;>`e@_=h
z$mK)y?wEorns)J1=eu8?eryUlw#>0Qm$omk5s+mbC(oqMD|OYArWrCv0lWZl-lfy}
z7uN}r{uY|-eo;lUBA@PT%ey4`(*r;v%%Xwel~6^fZU-LMhS*kNTlXGwcIg~yQWx0i
z*SaCzE4axAj02I|8&9?0X@5juklT_J?)Pviokb+Mfa0hw*EV1u0c0IUbruF33Y6)T
zVD_mD-T)W;w@}5VkH*hh(ZB_MCJJrc0cx5ns7{uot?!R9c6I@7eZQ}1uL8+;Z7pa)
z+%cF#-h^2qrB!Y4qd6pSN<pVQv%^NAR=7OCSC8KovBQ(a;R-LwoY0}yIv3=BHp;GM
zK}V@pR-H+>7`;cGTG>TIM~M8#$tvQ)krtZD@1pY3k@!5zl>o94J@+LUi>JLGAl~5M
zW;~>#v&~mXzeyXr-7wFO`ZhejS$^n}p8xaW>@@II3$Ib)#*X@MgD-1XS;jE+q6$6$
zsi7kJ2Uca?5}NWoy}#3!%KoMXi(+_QMJrbsHmsjzVqm7B&sl?P>Fd#>_Zj5CrjDvJ
zJ#=~@98r<7f6Vf={gZKOob@6#O$7`sHy}Y5@_jP+U;rEq{qR-+RxV17K|j_>C+GIA
z_&~!t^IS&*e<@zmQY!X<3dp#A?f`doa$!*xJCuEZO#s$I7%r5yIrrLC#J{%N%DcwR
zYy(4vjRsAw3-OgjDMU*LwgYfJCnUtaqyo5!Teg=EyHq)$)g=zuX_O8cuu|SnKiIi5
zDfLq_-^^!WH*;_D!?Iq&7dk}B#!cv<>8<Ks+Z(01nEdp$Oc^nf6U4jpX>*6v^zjZz
z96*Ot`6cNUrpKsv;8~_^h1anNrvc}^0ynp$Pg-H&KCcE+A91XkCR|Ge)y<BItg?LT
znq8CmG2cvWSMY+S0#l-I-dYIzqXGz1WuO}){iSiSCAWb~xz0g}xoYSU2Z!Vs_NrN7
zL6UwY7?vUq3!xtW>OvWTOD4pvJW?6@O=W^6ou7BIeu!N|ElZoDs)&#<OD;bTKke2h
z_k_b{HGbS;0iW*~I1ygeGcOdJR*M}6U{kYx-kI{o+G864um;43v2J~zwMzB9u5nN1
zo8U=qO}#ogY`)g}(a1*W2IhX{Oc|-ACQRk|1s*!EQ7)88jg=6aXr0Ot5RRxrpw#gJ
zabaK+xW0m7(4PM1w@^~0bb)7z1bA8nGX>Ry_U*uA1&oo89n3u}9<k)auUO9>{q<ye
zSxkdy))G0X$^lcTy!4+AVN$Z+&A;*x0D2~HXOq7vHR~*pKMu5x#JVdTdorqO8FI#s
zd5kx`Q)q*CA2){(_oIGdg`PRL2*ssxu>1S{28XJ_5G|2t_<HV_aW#vAUx58+OuCD`
z@{G;*`lJEI?ChcQC)x+ZAsTje`Wu9S;5>C*jaDv%OGXwK?Mtqv+`~Cz`?gN(r-Y%Z
zu7$u{R15%CsfK7O7M+AaX(jMC+*)SX5-h?+7MbK@)%9S?RiRt)$_w1=VGV?1R-I}X
z5?<44i5e%Sad@{)juT6#>8J$P;phfnSMzgxwtDOr*B`7HC7H=Ya0fSPPtz#SX=H3Q
zrO%qA{{hm((x}xi(f5?sdo%ra?J*lk_>9Q<W~))ObqNIcavLlo`<}HFln%gXoZs?%
zhM+2_FT5Y1b|B8!@}B>GaTUY<qHc6&r!iQDSPq}fQRkiO)P(x_2P>l}yR6M2$m8h8
z>r+CB54E#_*G}@|wD>9L^7v@!V_R6R_-3z};s7=@&3Pd2iR5&vMisR=xb(NLgmM5|
zcb|VhY$u4hzAzLNe!g}b5@87ni{WBpyguEdNE69>OJ@3+Z@mW1mJxbk@$7e>#C18B
z!^F?$s=SXi^fznlp1u-AC|2UB&ic~L$F^lRGJLkg!l(RNqLi#__Sz3YX6{>g#hO-k
z>ysb67R3sTR-}GCCkatwb5X(zDL6g-@=Qs&kaBt|h#bpj{r6RLTAuMwfO{yNyk-43
zK9ZaG9I{pRAAmz%b{GgkQq+z$d@wzAGYe#{4f+Y71-@45D}Ol@uEua$_wkac(|mv&
zA3*fUkbU#UCfJlk_E+El+TKDzZ*f*G`|s^DzYY<nT1xu~^REfKaV}7JTAc#+_pN@*
zZ3rd6P`h2QtEVjldFH&{AV-&{Pi0_E!=G9C4TOqI4OP>DhXIRCbH(zMdTi(u$)ZNs
zN*9+SH7l)AdML_l|DNzM3~+9aTm=+_rxQ44$E3|en&wg|tX<2G<Tg?f{Ps{<#utVG
zZUAxhgcW&nFcvVs`~hosrh5~*a8TYPv!ia5pkwWV&!uMS5C%>+2Jj(<1W8he`HLkQ
zbZHM(%2@T{^#c~c#HkM*Tpy<4>L$Pq#I0$ZuEaiDkH+z}@1g#JrvC9ff&K{MzQbCS
z0ALJY82ZA8lW^#C$mp3g$X<)pm-H3lEfW*c7w;KU?0GuP?8W?Xx;sbp^5{GUdquYH
zY_>J2>)W?8#~<Gu^!E+*Ctf$F_lp~(2w^*qEBB)+{D31VX8D#TX)VpvBxM1?@%>)6
z<-&+slBK8&j{OnLaMAg_-*?J!#EcnB=;(=awwN3L`&4w8Vp`3IiJDqnS3P7{pG?xp
zPOEP~C#+c$DFk}{cpySKGX>pTlM#&Ca@<<BGLNGv=+L$bfK$mNgt7V@@`m{o@o`F$
z{0AWYbQW0A;cJiJVD*_W=4J;qx_=4Z+aUxnP%;j?zK=TyF4i?M;6ub+DXPZu@Iap5
zP#*)o4`4G7Qz#%MCpGi(o<gnm4v4bO^=x|n97^}4X}K;mpe9o^MTDEz6dlOR?9%4r
zK)BB%nL@wEby%Ax;7nwH3Qp^v3W}UmOz3iMAfj;cQlU4aCH7pN+3R^^6Sh3$3-B9f
zUQ0wVb3)-t@;9aQsPvxx+aJN>-Y=T;v$l^{rWMosF)iWoj<}@fc?mKUMo>5L64j2s
zbXz5!Q-tabcpHOT_zj(|S<3WHoaziRUsdS305G-LyCkkqR46|$(b+!lk;UD0I0zUz
zn)*ZP%4xpttXrH#F)N9+Fj$lnFKLMZ!jNQT%$8=sdg1x}=+syTGQV6ulSXSzx~Kl<
zsyQhafMJ8Jj;~KSjN*=MTe>~L2x9h&iqz#&M`5n2)2@VLZG6Ptz9v^$`GxlsK44LB
z&q)&S?dgb9)q0}_7=a-Wwq2U_D_8O}X9>bguRQKj@Rdx-6FB2RJY<k=p*HMEaiwoW
zTKb-uW}?wci!WX<<X#m$&?)CQ0zfDw9nrtHIzJu}dL=?UWM#YxCr>ue6Rcc-#fN)L
zCLhGwP#frRbKZ(JC4U8gZL*}auxK1~DK}2On9x1)V|*e+7XaVfPv0W1BwDPFa5tVL
z*Fxsqss;$z5rlEgAWF!7|NFk&-E?cx2K4#8q}9~nwuUH*+?c9btaXW@Dr>yWC#{iQ
zhl-C^{W}){cJIDqLjypWAwxpuwioS`s^-v-Ovx_-uf*Y-#-7j!3D3TV=(Mwr6dgKH
z68t<q)Ur+{Q9fV?Z3!oK5TrNU00Kt&&a1^Ff$_^*oS1W|Y>EMtC>S9v+dM6DYWBpD
z@)nz%SfL};k<NUiZfm%>p2SLfqDB~>O_jk}iY(=Ln)ZL_Ip_!DNgf~0yUl3)_n#~o
zb-PTWBwlmF-I-0t-+`B>D>;N1a#od(+q^gP%aZRz<t}I7G68>n=|JPCN?Rwj8ws$n
z8do3h-&x-*4kzyneU8y4G3nS)AONoCJ@WEykwt$RRLMWcjApw}O5(V5gK*eBO=D{d
z1}`s4^G8pgqp|3P*ON*$ctF-l+mUm;f)|CiRue{slLE8hVs~y+wK&FJZ2S9U!C^<k
zGb#{oyO}@t&s-P))8}t<P6D>Pr#cj|TVsi}rH^L@?mVZ@32Zg%+#j#+A)04&53vQ$
z3V2*IhVpLi-yKaArK$J%<!hdNm%WV{1Z>9i4h3>2b{*9U)S0AaE2cOSZ{++2_A9Np
z`k&zKt6k2k`H}13g*E(YZ72B1E2@c;8Tj$$H`(vysW%e8KU?NsNLpF;l0!7SA3m9C
zHYLe%p}%D*dV{4PC%+Lyj|#xe8yY-0LvpA9^bq#eySAIFm_hQL9^XH*lprs4tcBKs
znfa^3AI|Ep`OupRE#BQ<rNaOHKO(I!x^cG3lcJ|~heG^b<PN3!ynN^_IY!%V%!im4
z)Mjxnd)g!d+}yim<8IwU%8%#x#s*K1D%lJ`bI4Fsm8~8(h;o`nf+r?qsBp`WEtpm;
z*5(E&I++$i9akb#n)EYm<zN!R3dR^2pa`ask&i8{a?l)fMf!?E^~c$3LYdWU9YTXf
z03fl+BfsH@7-`WWgTHw+{7&}l7O3fCEhj=@1Oh_~E)u>k#73aDQ>Ccyu(0c9t!R|3
zpRAW@IS29W;*-)G>Q+f&5#~(qc<x%@ks<4SazdETJY1?ybxfJ4iquB9Q>IEeuxf~)
zdv`&JtC)l89gTwH?}=y&kQImO^x@Q%2f~V;{@grlHfp3=%3Q0V9N$u9^u*CaVA5p8
zg=wmYWW$;}MU7DxXE4yU(kYcWUozU_b*g6EL{^H{HFY)IG1aZkcnmS{eW`_6S{9mw
z);pJfar(lyUtpB`*FQgh(deEQkydcbq@`ROv6ZSN?NYoCSkh^jgr+MH(#2)S$2iZ;
zaa9Qs#J+BJr9qf(<c`B30Kpdm=k>wFMo-bof6xRXBmP!8o^s=#t~yu^4knHprKyF`
zhD0&ttT|d;IrCL@vWJceI7u8SleuiJ^yVSRN)L4$h*$TUn)l>yJgO94X%GLV&fZ_1
zmRz>44<DA@0&69{wc%V?)VK6ot=7JQebQM!AjbJ@Gsjc7@%H`u9>2I<YcB%M_<BN0
z_Xb(AgYn1C;Vgha>sfvD@^#(CpO+A7b}&}vV#H(79TbS*wHz9#pIH1k6ONw}byhn`
zEDo@mS(-v0$=GZW_aqzNTb<TRx~@VCSt53yB---dT)rn)o@H2<enbOl28yOmPqE2$
zS?=cUywB(U2f?M(62=jz^*->;;~d37Pbb~MWM2u14i4lG@COk>M&<+gVb}fjufKyH
zkf5zX29nleZ>J+1^@vT8%xR3C>$ocl?#S0U(I48p_YS7c@CEFO_Hn!1k9QT4i5h7C
z1W#Q?0Z4%5??#OQe^;0e)mol?gP_O{PCx6&dLCSJz|ZPBefz`@&coZ;FvL@2B;U^g
zp7sbRi_S^6$c}>g8=dA~Nz5ZVGr<>@FG8_dghF2YJ*FnFk=jaS#OnJUipMJv-u)oC
zUiT+iDIB^qw3OUI>UJD-ahmg_quVWceL15%#=670b`yMq{mGKy`8W$D){2`uN%zqG
zrO(G>K@2G?^?{l8aa+p=xu_0#Rk=$twn;uh1=hCfli3Ef?om03&!1z6@@yn{qIvht
zLuKEsQO7KAJ#NzCa|1}bx<&E-cahkpX&c>mB~NBLl)O<Vad|)qp(3~tT<mzbS&XW~
z>pg$N%fFUy`tT<-Y(8~8Na4Fy{bk5e$Ho98PbN4kP}?NEH}69|uFm<;vL>4gHIfF#
zmao5xT1f*Y^Dmn@sL}f91DZ3xmJlMj=}#{SO$Ddff&b16Q@tN5aiD6_0jU(NS#jLP
z0WWlBkNvJ(jSw0gsYc_bgk!x`)}{vu$z&6p!XEUjPUmxuOAQKCJO-=ic%^>b7ia+3
zuN0iEY6!+|r{JNkflG^OP&(jYnn$w1j1e9VrC<|M1s<?e5GolE&cVe0x?xcd1m~Dp
z<JHI=4&BwS8TTSO(4qa%=#fL75^aj~N2+|4Z5h(k%>PP6N$yCq62cH>Q<}R=0Op5+
zPN1NNNzusEsqS9O&&~azzJS}}4Uo6rAwfkMQrK8_b3z!V8ii=+9?f_wL3-g!I74Pf
z$gXtmPxQ@=Lotri=LCUvrrJWkpZklM@Z$7Zd|)U@RA_WNe`RsKRb%Am@}j+RQ;P9+
ztK|IK>&0Adaq~v;PgMpmC{R6f%rrN#5{A%^s%R%I{73*K%JBM(<*ohf(umB<h|I><
zEiftGdr~6C%M?^)ilfSzU^rG-f&g>yTL@EjTvHB~Y2?QF%)t)%@CkL64we>m9e#4w
z852>_kEdpmz=%*eJ_61Uix12nCN^|Ob1g*9D8A(K2ztekjn@v!7T6jz(XbhE4#$gB
zT;_U&(nQD^lDudgjNIe)JE<84D<g}W$)-Q`{mEIMBrEyw#l3FP?qrs<f5%nA$>vnw
zUB3JbR?FAFT`AfTT~f6eV?cfI=hvUprSLW7Pb#Y(Gs|ak>jSTIrCl*BtF<^v7|aF#
zs-mS5U7t=Pu#DAQLKgjv^z0`FA7XAqAGp1aR<Bk$F}+xDWNBKBNvQTRi=9(6YJ8s$
zgE@@s0w?cWnd{zFeLcz0%DMt`%-j6=qi^fvq|VKC4~^dWn!-++!49B6cKEpcW`2$B
z#>5y&2&Q*|lM|YB6^*~<pEgIRXUOgz8U8>_wyDiFpYsd!^rgM0Kl5}E&u|f+{<fB*
zO{2&7anw#ovfGfOC>vS5Ta|rnX)RXBkmUW{ndJ45f-}+91CNtUn;{-a<e;uQgD4lg
z1eSyGy<7_^-dF<HI#v0a>Z5@uRN(>~C}4N>b(2XS*A@h-%vPX-4-Iz|?j4WN#K}l@
z7;%{%c|Te3bYxJXMFz0e75fPrVQ{|e(RP4tz_}*dr`Y99zml0@ulm5%<cMt^&M7%&
zmLV*%-P$q>Y9D{j4Gfe^{~_KRF3Q5ATdbw5&RfdPHEzxa1A*vdXAk1sOdm!qN96XR
zxBr$&B<yBd;)PkS_#5&h?qzPWsz=&9)1p^mbI=TU5xeU@&kons(VZX9LgUEGUUyLc
z*6B!1k8_5{TrNK7^m$l>P};qBxCwc{v}^KaBAzG+^^RG48E;`A?5cRcRzN)vj0F2o
zh(gQq_+O(QR0&G6bcNj&+f8A|>^qOz7OPKj|DFYWo||!AZwwL$^>?)CF|ep^6(Xrt
zxBvNGdSiBN<<ZXcu&rc`#cKuTUY#();Q8zwzx&Ii(k~B6>lO*CwFO4>twJ{SFVJBe
z6xL;6RRdXdiI&Rmt)L0+ITzB3hsOHrkh2&6YAh$@Cf$aEvw{SlNwjXcM;gNSM2#H<
z3$EQ(r<6N<QKd|}vEKp)s~O8{{bqJdxe?w3Y_P>RgB|8l*2*WVe`QY#7j2_7do=A$
zvc)^O@=!g=snoFTZq^}R!F$ne1p8RQ$DNfgyeJwdY<Ydx*OxK`UzcKU!`Pc$=I&au
zR@m)O!~AP2jawDf3FlOvV4eMOsV@y0*%^NUwr%FKM-=X-qLvomw)mzrywFTO<nOe6
zWfns>k)FNN`jYyE+aI?L(l5xuD;vFJOV%6;b{^b3t$)~6?Yg}rxECjFuZ>z=dFOO8
zTN>k3Lkuvgx2*Jk^;V=MKc!23jmZHvHEJvFNG_Quhv&3h2}#Q$mvwh_Kzh?K0ecpi
zJ9^~m^2CQ;&3QT$w9Gu;y+5&}zB%9_DatX7oSXM9qvO)m`FF&nk!EN7R&j*E)v?l|
zj+3pFT7O%e%GqA+%(e7>{n-fno@i6G%h5z0+xrgRQuIBRib7a_A!@?ZFp9jeC9Q&@
zak=2CIdP{5REsm{YmR&8HgmvI^dK2ra=A%A{A<Q3S2tFpW@oK*qHut70ZZJGMo*}8
zUU$-rK04axH!RI47tU1*Bp}p97PMN%2YArt+>|>sv^3yGSQybXbK?<`*+G1(cAjxA
z%8<<z;+GwUx`-v=v<kh>U*4_iXqT-u_?x2B+TyJ(qC-c{Fg_h>PKqS%rr+eprv1mb
z3-;B?YFfZVpmN9sF18j+l59mN!pC#ry^DI5<{kE24w)DYw)|L922Bx_7~tc;bXi4i
zq?w)=8<YS}jl^*Z+9!Zc!dlc|glUBXpcEz^s^KajhPZJnADzm~&bO@GgfMDzZdV+W
z^oG??U6=v^Mx;v+-s*<x>WHXO*-rDXX}e1SU~4NrFrGKynDni$>fc5;dj!Gjt(G8I
zI%d+D2Of<H3jR9$Q0;k}RN-nNRi~EY5L~FA<@cB_d_1kR(j*RqD7G^4u`;`2--EAL
z-ah;X5ICa3ywQ;$^(<^`r)B9FCQ?Vd8uk8MpY{&=k=V_67Rz*Y77z*`2QVmD7#~4F
zIjNv4PT{xtGItf@aS~6Ky~*nI3j-!T2&heAF!Si|HAb62jB#p}E8MoxT<F*>OUrGf
z5l2Z=S-E{^3fDMqVX-u&19ATcN>mY#gOI;-zbXT|s(`h8;F(v#$q{J4tY4XT99KyM
zrE^h*k*Dj4bT<*c3Un=mVDCCnG`{IOy7bVUUDqS^deC!*`>K5(G2}~Dxb|mp)x(4~
zn{Hz)0Q}AW1K{Zx4DM_Krx>h9?=_v>lHPiOKC<iOh*%}Xt_1bCJv-n!WS>f!nAw`<
zodh{EeJ-fW7lMmUl5-|mg~Tt=C*yrgYR=9!A4CYexlIa5UkjTS|H<~5Ep^itpCRcv
z?uPG@XxG)&@|Vlx(hA`v1QDm;^4Qka<Jq(7IT{9K-+X!>`KTuHCZPiqi}j~F`rn`G
zjEcNul(~RT-k!L#fo+fdpUR^aS1{dMzjW7n^qx|&c=b2Z!h<$FJo?|=#-6ro0nu2e
z6$$ykkkH3^CLR~-322+%rtnMSw<>j?H~4|%Qm+^ZXxTR88Ify0%A<gm4}boNwLW<l
zWJs|BDm51bmuL319!qj{cIkC8_!)Je!4WZiSB*}Iv%}#LI2hmC@iqf)CDOc2+nwm_
zZT;!y)||Ga_*Rk1YA?+hA6idn=Q_(cwts_?$i}v8np<3RO-A(Fap{H2e8O_;&O{rO
z>TCj_pTj^x0IEI1dNkOzBlWO0InEV?82ma3wX3_on3h=|e)e6P!d8#EwN_vMN<Z7a
zg8;~t`15u@gB16ZozH3z$hIm*pRvV-{3M3$G}c;1t7A>`H-m<y;GD;)M$e7&PFiXp
zg?Qt+ewFKqcl_$#kEWAf=a))xDC~g<%E-{kwCF2R5B1Gd)lwqP(GclqnV7>VJJO*C
zMO-*eR!kX-kxa|S%_L$Nr3i`<xAh<X{&jUzGVyEN7Qj*%K$K(_TU8-Qcv?JKXa)gA
zhpkS|w3>%&xoq6vu%`9z=N_KF*XaK-St;IoJW=#%qts*<qGfTDdJA6lF2zS9Z|;NT
zD9WF8u*lRR&&76SnoML>jb3Vx_N}yv>X74vZE2Ez*?d0X=8STO<8*k)Zjrs=OVlgk
z-Mv4%d%shihL_*=WOuM_?M>zR!PJRGUfSa1{rli7jLXAD=W>$5`Q@WR@+w5JFe`tt
zFiL#)V%c4$<V7-oi0G;}Dybmmkga<T4lhK7(?Wfws#8ltyINbB9g_IH!ZrW3B{-Z<
zAF?yeehV@s>59a9dugsm4|lZl-{BNYS%o9SCgbq4n>>mfW=sJM^d2HIufU)D6(cJt
zm&F`-DZ{dq&jDB&T3wRs2Ro8%90t3{tF%ac1MO<_;)ck$)FXZ$gho?kf`se>SH-OY
zxViHUm9B2#*MZ}dWK7J32yPq`2rM2J1kJF94bnLB^9Ms3e<box_3vcQKN!+RSiA_Z
zI?3rh|NZZn%Fg4d`itbkh*8C!)8bpY)UF=1)`yX9CKjoc6H%3xzf4&G4mZIGgL7(t
zn-KIw`1H9bED@1VLZ(npHcvw9YQL{fDHRHfp7O$<rL;^aGsC7_E?oORYSq&WyTv_B
zUi0CoKnU#Bp&&+(NMr)>YJ#VaZGvoTaF3;gB*(cN){w|DTT2tJV$c)7;m~l=;!9@Y
zTxH<<%4hE*kg<xKn)W8Vr6^XJRpAYn%tlWAyqCq5st(GFGbVaS4P9NI!)bNEJ(0!T
za8G6fd;e;mL_{+adQ``rno`UD`l})SkxjG2Dd|{#`S6n_6?Ld_j!48zSw7QQ@X!AB
z<2iOk1;(Wu<=<7DU;hL6i#cO&fL0pV_7tC`cqvhe#@axA3t7lj9Q=Kj02QT3A#@ln
zi2L~PtloZZ;Vn{~-@}sv39kVlr_#%LsgqkiS?ovVoco*xP!LOS;fy3rEO+A95(J!A
z=}$Nl5ZNj`@(_TRl{?&$XXn2+5JRz4AM?Q#wAdZMvxD<_G}6x)NocA>`Hy7u>h=s9
zRzD0q^n2kMazq^TxrmD0C+<SMVHq6z+a2RFCJUZMpu8>NfQnv*GnrM(OS0A6zR0Mz
zlx4O3F?cfVf=G@}0}xoqtoj<$cBH4Saq38arE4qW=AJD^h9fZ{gg79IU3BfK?wwiT
zV_&Y=klgZL#Zzq9EyuKfgS=M5B4*L&cK_SJ!2xW8F*`3NiKAbEAE9(|?>z4dOovB6
zQl9noj7s=;#%y&;9}Ap5(Vx8`tux<{piqPV0I8YBh0$qbU2z}-64Z?~UO7gHD4=h9
z{5mhX_nCv=s=ONqzx&FQq6;=Z_GM4wrXoj{LQRcJAqwI6yeb8O)$84Jt8stn4c$JQ
z6Ke>NZ+-3FIv~}IMF*jem`9)Az&JF`&!6XKdnskVM3h3IjN`ednIdNGEj2{RZ9q~x
zvw`;}3iVsoS7qhmI#ntYRqPRcPONU(X~_^AC>EqT_FJ}=jlAK8LP|Nt>(<2Ii>^7k
zD58P3fSz=EoTS*l!;MV$Or~+{{(*+<Y{tAs;-B8>R+Iit#*%Wv-49e=NRw=}wag$G
z0aHT8J48hefj@q>6ef5KH}_2HlK?oAQ@<Lw<L_)u5;+Y&ONiKRy}!nDKWpv$vh_1N
z-d&q{hcE*)sVUldUpW$=3WjmH>d*;6!tq=?oMCASBD9fsa73yv*^SFc;P5awnDAGX
zZMlIeP+F{%A7cVWwy9qRDu2mdq@iGJ!xFPyhd&qy%bhI84Pcjp+b<ev;K?k=Ik1^}
zuz%&jfDm-pAHic2TPm5ickuy}xs#AEiHO{TTwVh($qF{*HY7qw=HHXL%Ltc?H{r`p
z?jL8Br!M921sHa@Om-G5Rf-fLe28{Q)=XzK&L(9)YKAWUnwE;)Mpm-9lPH#!+6(5f
zY6|DSQ-FtR91~^;atd)zAzuj!{rLt-(>hX`_k1HTCnm?XBge99k8KyI$-%nHX5XQ1
z-pF69V}gC-FC6Zq-i|ZZF!@3j7PJis=a3}#lb0U(TcdyCLB$4{Ia&y!n`)^B&(^6w
z*S-FgI9V!p!+I~To%k+?{z3lNfs=~}VO8Cr1(3toYRewjx`fjIe|)`VP@B=$?j0bw
zYjJA=1eZdgxD%WZDDE!BiWMmYC|ZgHcZvmfDQ+!Ji)--~m$o>xC;#U>&zy5+-g!Ul
zNoF$nw(foJy{>irE~!hRje+dQcf>Xp;$LWkWU4leoAL525>&FgMRD>A_4$*nUstAc
zjG3ir<^nKZmzFwb`b3ezQgSwlf}qLHm}qoz;<o7Q_r{Et3mj7PbSYlTC7}wu(I_dn
z<!*>DP579qC(1>wWw}=RtT6t(P_{Pm@hO+HRM<pi3XUstK{v-}N+g0`{>ffdK#HQ$
zeum(>9bpIN?(NB$jGixq2>;3YU#;7J0M<fx*Nw#*O-oNxkyHA;W2unweR0RF%-@U3
zgv5OZ?nTD=lMTOOsgf|*C-3kQc>!PTuYGn!db%(8bECq>W2JV&@8?8HuVUSb)R*$Q
zm^bqCsSLQSv%}IfPLuxu(&ShJsIeJ-;qFm#yC6#`M&&%|ck5X#zwAp4%vfvGRb=p+
z8$3gFrcGz13ICR)Mn;hbIlHgwM<TYdFhEHFoF8{OO!7Z{U5O@0q<z1)27-mdyraZz
zQbe#NeXu{TcndLk6{dr$NAh??e&lGaD<XJ<DoJZ&Z&#iBQ9|EYOgLUzKa(;*L{si+
z9J`=tP87r5<v{K-bfX`E>xdNOf~lwWjOHEZ&?Sqsi2o#<E7r~6gYC~7qqAqyK$^Kx
zQ?(|MjboYlE78JGk3Q%$t{?Nv4B-8bQ5>buNxt1pMkP-)tYW_&s%UTe#`KB~LT<ue
z>z8Ir%m><6@S9D2)yRTap|7x*MiIfI5W~URv*>%x?c^1W9AQJwXe|?J186*K*5*$t
z@*M=WXG3vF6&1FKEMahE0KaVTiuX(Fk{vP<bweQ2w9*YD`E61&S=phL>QB<tPAE|Q
zP9}XY#oSM6FPpT*whnwMD+N1JopwvIW+9HVbI<B&YhZR$@P}}I^@K77c~}gFl5R#k
zg?~Ue`?s=WcQ^4W4SaI!KGLZtv#V+Mach>*4bB_0!B0*9qIN`rK+{`?k&}i5E>r{#
zJcL7KI(cI0n!}M3&z2$^*yS_3(oiXp<2o*zFJ8%}>gm=(l)@t)$N7kssgcwp6)1EE
zS!r3{$#IU7S51Auuth^XvOiU%N+7vJ2QMp4ZY=Zo6%0)SjG<vg_&aoeti6}mmU>At
z^qxuTSLK`HWMQS*{Cq!UZ16z%@!VFbn1w;)4>f&=+~L0T6lN;7MA1J0yqTq9+Xlle
zo&pr^B}B(dZGy4E=gc>f3{rxUke4&;>yW-2S?Y{_WiIn^xOmOhi96W<;sZ7+wpRb<
z3*-g!KqllolM2VI?u<SwJ-Ix1uqDhk`YAd<2nBkw(Qj_z3F9RN#5@`CI#NcPj4MYX
zWn=|L?$8}kcD6W&7c$|eem`eefaGFY%E}TPN(YTl$K!<(NvBP+lLg_%h6in3?Lbt8
zoVIRUtQt%u0~>>&^R25ZLUh<3nBsqaW13O3rS&dx5FIUIoMw~huBTQrU{^wo&F{{3
zTqf?%2B8>hqP#J9cC#cBdJ;CR9>l#8CsCz~L0MYq){Lnf3&3%85c!nZm#4ihAy58f
z;$DVLO)C8CzOH!sZPjc!hjmF+afP}WxGWOl!ZMJA`4#`P)j1Yd@C*lJ>#!B@Ub<{%
zlK25O!%;rzjfNJIY+aJ7VW!$Fax(}unK^w?>1`iApe+Nl{W8?Dw+HjEJDs+gY7sbC
zm-F$`hjgPyNBb2%N2IOyuRXyY>}+p(h5zFoPq+Ts^Q1fc;lq?j@62Omcui@lA^mL%
zS+N`|nVc@kZW0Cmq!m!A4uB4UKvg<9KH-6<Wu@d+_CrAR_y8OQqu<fd<DDNGq(Va;
zq^mG;P1oLPTixF&qFKD3BqFn=R7`$TfXDNbq7EMHKbM3RtcPj*3W$4!A5*rEj6G0)
zg`y-YYC%BNM{REu)aKjBloJtjVoJA4_%mf=p!yTtX4!XEB8121UyJ4G!k(5c*B<lD
z2C%2&*+BgSKCWL~U}e6|+fonX)#>Y}EQ~PvZv*pxtBsL-J^9_i&!gTY5!W(&3}Nso
z7iaer2v7muI0J}i75XU^KNYC9)x8$KbG);_lYVoK;Mi+_kt5Om)!Rd|<z$BD^WP5H
zqyNYk3WcJVM~7^YKdgoe4nos={_1vM^(=brwbkLgkHFhHoX{+_#?fNsM~ye=5*;8@
zzr*5NtqAn}#ll$~lC%{J*%62;vV0Is9X>2hXpD;<RzI6CSOT-6q5~SN<PwXbte>?@
zrSTG7VzBg}GDnH%)YUPgPfOpekK=-t@W00KQXoOVk@WZ)<xXfkD<+h;rFs<|Xq-;;
zOv;uiF9zbRJA?8u#`i33B11(h{5ZxUmhu`e81bzwPZ`C?c+RQKj0UrGJ9ve1<=wBC
zU<1d!)8?YN^_pVsC&PoAp8Eq$o{3TrHt<6Qe1cMRWXVI5_MHKTQnzpZh{lKESiUI&
zWkJG6>j9EEIOkHA^|x{gabfjO6`r|wKc4{sh}mr5AX1xqv*$m(ex8#3Cqe)%PX1>p
zcl$nU;d#FKK$^fyrp&BB+*S9xA%KeX{fTS%_S#f_@HQHt04lxo+N%~XBs2Lk^!s{n
z6Tty?RiH{Z#5With*gg>L%_<RfE=T>l;=W1RoR2$8G;R=Gcbbqj5A)~L=fg}0qnZV
z4yz(8%=ikyc{Kx1&dv+`{HtsaN^ef6Fe>n1eB}@{I0KoR7IUjIt2KO0B8MWF9vw;d
zAXgwGP9Qg?3b&%8JSd|kD#dX^7J1oZ6&r(2kjW$Iky#r05Qz+S7s^6IWvX99g#<b(
zAZ0Vey~*lrQeePPg~?uq!a~ZKJ(EhhU)#IEBm~Dn72^2wmo;meC<p<sF@S5Imc(O*
z|M71r6h9l~69&W*R*I^?gtGC#8=Kb-sqn1iftcVl8TGNqJ7Wi94Amwu(EPW#y2fiO
zEWjktTsFEU%*uMbK3MGGAK(Yf11LaB=1D|UBCJjR4jEB_6Q_u|P`?NC8I#?1e%s{u
zz!svu#Inm5|DfO0TlCFrnn7MgAm*pSZ2qSjsOK`Ge3G@K9>~CSY?``*;PVeno<BTr
zc6|?{0!^_5=BI)4ycc5Q6;3f=R5=F|lvSVeV$M&Lx!{M&1hH6MD7V>CbizYCe)w~@
za<POwxy@Gr0-*)Q%h&gd6Mw%6zVB^ALo%nt@-5F=7An!!c7-s@RF|#g+n7{Vk~37j
zKk2tz@*w%NaGGApwsDPSnz3R8v+gTJu|dCg@?>8O+r-%p+Fg%E2k*Pkmo6@J#gaz#
zup}Y4icD5M5cZD$i6vk>slV;0UrhgQ7zH7kEbra*J^wX>SA<}MtxXn8{oR`QYr_Ck
zf;@3w|3vxoNQWY66aQCeg8S^I3_~&oDD`U_nuR+!fK$>Neem`*u2@MJZM^Yc`kO$-
zFzcfo>tBe9)U0XwHOZJM-<FyRfCoosr^RBIN(n>qv_`@7;wLbIU=%g0@`Aa>>Gl6d
zNDx}F{6E1#EYst;_?n~9yjl7jIiWy^$?>M(bD9^@xAGK%yR0FP-U+!~%(XTO<$kYG
zL6zQvk*8&9ti-tJ@xoUV+e%-zycOpbwNOS9o!qbYplYNUf`lDS%|q#IS>v4i!2+ks
z(cEesY|Z}Pc{NHZE7ag|f#dRgEBG!H*9$gbDytP(lldZ8WW{K;e@O5)u$L?cJ@jRx
zL4^zpQWhf6#TDlm&c)=`9<Jgj9H$Hdk)>0F$*F1gl}cnCPszJ>Dc=O<+;e_UKN>vK
zAL)05uo>v@!k+TmpyGkivzisXygL@j>~>aEsK?#I>}AB5I*yV9$sU;9xWnu3FDt-`
zV7#s|j~;iXdzMmK(5+}s(un1U^d6rx<va@!FrM)K`Is{XLTUaQ{fxd|193r=FdI>+
zBIbilx;e2gwTLRSP+H5v3%Y<8;c4+?bOmbV$a?m(I-LY@_Fb~=#oKy+2GYQNIgFj1
zGi5S>rGCeAj?=#af1+XuBv@WPO6hQEMy;lzPbwr{T-jLnAL?)y$Ui)Ff1}jT>T_fH
zdGWG?zXqrW)<`dGrien|!GbD*P6|=|3}m+AxqhYIsX8%ZDo?@3oF;FK0K%I1o{Hj4
z8T?gfLIOixNT5OzAtqB-kER%c_s=IH?)DxQIM<J)6lWePql$t-ertTM_6PZK8vg`$
z3l?LQQi51zydL8i`*9<NG8=j5oRJV98tV-haPTTW)cxTjSSxNpuat|D=$3Uw>6}AD
z45PEJ8V4hcmn3`zuOULLwd2X0U`Y0KZ{lL?Q%PYzVl!|m#K>NKTnmP84$<Sw1cfJg
zRI0S?S$xE)P63WOQ^V91QpHq*$zCx*yzv346^z>;P2Wv#2>s=vXdD6)k5?Y(LLBo8
z0scRw`rl=Xr*h&|_O)JKo)WdS(1zZ<u`%k|)qaQ`)!5T|lh$R<P;&Wu_%=t&V>2Y#
zQ5OEBSv-aIly9#7xx2YETrF6@V+~Id>3JtSo}cV`m<b~k^a#K8IG>Y}LI2QuK-Y{h
zD3CEsmLP#=#9IE^`y9x8o01&OMu;X>0NL?a5lDF;O=l9V^kY!Rz5sf7F{OOK^-wn}
zrrfN9d#1P~&c(|ybiogvwD`JXmpK1VB`<%P;@M5~ciP+;&t-cTs~t#1E>Z*fwOwi5
zJTXZ*LfxPxw*Jx0_Nmr88|s(I8ZT_{yXHBYkYQ6tIf7*-Fs$5RdA?5Ni@2GY5+YgR
zvW#bh^9IspKY#L3zV+eCTQRBSHIB4(TwFAGheBnEvVPKq&&=9LHqKCl87158o8Z+l
z$|NdR2|?Jb^Yat9%bXj)>`pGPlO}YWYRtraG40KPX`<95-n6mvsgec`M7v{Z6q!kG
zV?Y{KSK0!LZVw>k`<_ehP&Q*2fy1<g;y*x2`iwn>E50{^3_Ggv_{W9T@v1la7|W(8
z+#DowbMo*|#HOycy7`u`4G}^A>x%p$GD#jtRpQ>!`<cyPvYCd6?(yt)C^E%6d|Rt#
z);zFne=ZC?KuCSO!D2a4>~UksbGh9n>%crEB<pJN^~N^L^Vkw&t3UB2)wUFL*l3sp
zV=!0}F$2vpeQ&!o#TTQUtfM0zxrMwmnAJ_wtf~^$SB=&;w4tVIPW=aHFKBw%=25@V
zbc(b24`9taA@lX`7gx_7U?2J_il@{gyG6CI&5_5gWyk}|qMrNZU?bl1bak6HcW9g=
z^r@*Jwq}8#<6k`Sf%KHR=&IetdARP^S__lqKb7j7>{*1G^GIqzZZ@W&b{s2t61fkw
zHa>#tl+UdHbSJ}*dJ?X%pOHU6FUG1HX{$@0cBzM9e4LWW3n4K0Gj);^_T{RLY56g=
z0R<nj@-$+~Q=}QY*C+Gm-f5Vsi7!6<oXAvD6jh|Dcgc&2^QzI^j&SyS`|)&j_E=};
zf=W!9>0`oYiRPoly10-h`UA7kBBaqoANA+Y=J-)2ALFmbodKWkP;ZaI2S-bWb_sG>
zD2s-<M%3*M^bFK0%X9Lii#0puW;w=m%^IUH)0hua6tSfoT)+l171$%-{!j2tm!Ty3
z6RX{I{we&2WO1}2f6}=e@xkHma(AUCRnzk};r8b%q}1nYP2zy07LEP}muC<wHrA9B
z@5pGo64i2X%d5uF8GfP+_JZiprSEH#(n3tguAq3AfSNvTU8RFu-2@xATU+7Av5G8V
zn7KTJF8*f2CA6@1p|xtgQ8Hxt*jM5%+WEMqwDJ2EUGILHUz5qfR}V~q?)&+5aSxqN
zuG2>mYj*-nfREt(`AzYn>2FK;=3bf3PeI0Lk-N07TDhf>bZ#x;tR40ay1YS!i3j|5
z5<P2Ys~an}OV5`XmZQmntnZbB<ol%aJyq}pSgVFzBsEnThUU55ZW(0<jhG~I;x3qF
zO|sOrIEW)>b!sw`#fqS5P#rxz&fl)7_pkl|TneFb_hw#!1o%*q0FCA5`O?%RDt-?f
zZX23DslNIa$Q(Mf7Ic%k>bOFAf^n6%9cyNOa=$XocyGK-=aS1+Dc(e1Ib>(O5d?41
zNsHJDOpe;3D6cg8D5mm6S%cdqDPdm%w$v$c7k;mA>AE%T7Gz&9xJsNx`(PU+CYC7T
zvJGkJpBmg+Z@%)w#gFn;8OMR_&~T;pc(&|#?zjFddrY>(hr7K`Zr0{IeitHcU17a+
z>n1%lXmcT2DcZo1YN`>s`LdjC@Tl#C^RcnliDe~Z`11RRI7Rlyr7z1oM4t^LiLQbo
zbn-Z3ZvLi{W+zAQ<j;F$QBzXK%*}JF4ISLbAY1}0ffZ(vnku5P){R~VJ#>YAT;i4l
zY4WNNidk-$ZZVk%pTcg9rU-@q^)s80G*5dL+|AfJR625px-nJw;|n=BvPL46O{^jP
zxbfOF!;1ZyV*9|@6fz1lEvq{_`pvoDYa7I{oY?0kCEy?lZWLT)v9nrv?qt29rK#*M
z`o1du^R|V#CByrg_E}5nSd?Ll!UE!Pp`qsYkGYl1$ENsDS!Wv;n+9rL#$!~Ye~$Wl
z*~wC9=}=1oz(e9p)_BV6r<t-L6)I8QA6Id_kjCRDqYrI*RE-7zo0uvcw=ZeveccYj
zg22lah+UqJtk%MJcg7>C+$|Hq7b|zaHfB|MP3?!<Q$&P9zFVO^X1;R5b5S|bHt6~&
zJU`k=yOJ0XU32`>?iNR958JN-y_`p*M3pK{OrWEALLtTX#co66Fpvh*LA(Sd>Z#Vy
zk7-m6e@ePZ*&JL`6XjisK*hs{fnbOl3A~hy0?@%q*c`&RN$PNP#ng`sFfb|o_(429
zu7GA+f+r~`m_7TG!h2>KM+XT`Xxc`8B%nyldO~h2x!K+2jJLeWv({twD*cfjFiPdr
z=6@hQ7KRyO$dpK?DSBC;f{f7RbD&PJ&5Ns+bsE6wDUsU<={CSg%{i1P&vB0agy;Oe
ziVBq->qug5lq04BpM;V~DwVL7lt8SLGX&N2u~YC~gA%x@l;?aX_*Kxk4X>IcRJ%TU
zPNGLM+XlXtI+KP-2dJP~H)4Ja_M7`#g3T*quU9}}7!|*8E>)9&-Mbne!omOyGCb6#
zbmo^w;vHw8wG{ew+U3z28fJ&xH1-(q;K|wLMU3HV=C|Tz2QNN^T%G?szm`*1<3B!r
zeB=7-eZTX(FT%L%Z-Hg764Oa{_q}pVlx<hY-;Re+G709M(Ct|JY7H&3;?xy7rwUwK
zKHMglo7Pyl2LA#e;-)4B?EvRbTI)Zm%e*YHx92c9OhI_#|0+|1sR4OYVjEL46A$1A
z6cO#u9RUr69aj7{a$_a!?0YTPiP2iY!FTa3bJ$D`up+lNcU0V%4*0~E+GmJ<RxCh-
zu(c0g+~WhGsjzeR$x~hY@62R7l;?1&WBfy@v)|21C5XM+4W>4y?&X!c2X+yj;GVM)
zRa(+`^1WZCjU~FKD%L@r>3>8Yl`6{RJuUwBinrR|d|*K;*;5w!Odl$uHD<=yYX4;#
zSNv*t3!;Y6EVZWx4d35!Iu>X0G|}^F+K^j!cgMeWW#l)8x4H_gEG%ZkEPo8>^TIAE
zGuAgF`KbC<<;3rOos;#jp+p}(vx({&AEP&+esrbDrc`(O&e^ZD@B2rJxOxq9m6JQ2
zG~Ut|8KMbEg(?OlZf7CJ@2mS5Boc#EVMM*d^;Xwjp>{&OmXd=!7s*gi30GR>h~mC+
z57UeF6Gnq2g}a<Wi$K-Dk(iwuz9mD9!W7}3ZZ*?ky<R%oUB3FI{{Slbd@6P``hq1H
z_-ix_@nqZ64GG!|k!fszcmPQTXV%J&PdOLr-8W5Cg{b~`8a0iiM3byy;RPuZ{kt?S
z1r1_c9h}yD3wqoIc#vRojtWw9eB|+WO#zSG*mqSd6IZD@e^!QZd8x~B4FxX2T{Oy6
z&96JUy|rxd$LqDvPJpBVkeZs>(t2C_{$Kj0As2nK?|*y9Tc337W<Z}mxpAgDDxSj$
z<9!+(-P^0yV=bzt-Yr|l5$8jJM99rC^$1)%kJrcqG(7#*Ru?o(7Y|Af31y64)MEW=
zrwTd6hQ5DsbgoODwYKVNCf0VSq*Bs$5$JO}xP~Yr5p6&dQGQwmS+JR`{4{JGw6x4m
z&Lwq03Gx@^R)6d>-6>lM)vL2jQz#%B;=tZD`j`vWBvC66q=U(g9YW3a#^rdIk&NL1
z<8ZCTF5VQK2#+(F_vmgswZWBw7G3kF`m}09xh_)a4`A%c2_>Hr5}72N!!7Z|(J%0e
zyLrL8nKF*7P}Qqeap?=zjro=Z1W{}Q*gZ&x@=!1{?o(@OTcE@MJs<Ax7>Rg$ie~6x
zZVOmLPe0n*JQm<&-u&bB%-6Xnn#C_VEDF5Z*qTM{-!`;AiGO?Wn50NqTQ$5q(r3;o
z!!r8H3kYB1l^(Bxf>M0AY+rryjU6HSq7hnv6os(G9u5w-T)W>XZXcGtzBror&$%0a
zae3>@mR$nV-SgT8`aYrwS<BHLNu>t*eh?XpM=tf-XJJsf4Mil@`dbOQfkgB_KK+N_
z$QEa6<T~x~^E?`o(_LPxhwsQ&-a~+qV#`*S-V+=wiWw8yQ}FphkY7r9Wo3w5_$}Uz
z3|d<FP5?(`Hd7(FO3D@R{pUAc1`RiFi$Y=Wp0N_vc4bYJkFMXDgSPEfR?Q}R0-5sL
zwxVncd%7g8(bDYd@bwkVwN1Bv5eh7)&jU`oS}z~I_sE5S=Sty+#BELrrPK@n5dd^a
zf{K;x*ed?1B;Jsn24$M61WfBb5OPw|;KyNCJql>dO!brcNZ&|V<kR|b_%U#(k#oAt
z(pl%l>$I?bSQ#I#R|5b+NM=UvkkI?*M03=}++Btx21HaiuLq@^iT2Yne_;n-O3ipS
zFS7DgIUJPace=jbV-nu<kf6+fXMqJnWTo(&9}GkAv)H|PAWc6oRP16$GejW}&T}0-
z0up3Ply$^alVLXZipx+0uLh6o>#XO(WTjx?pJeh13-(oA`q?JPG%6};a+{P4e&tpl
z9}fV!8xkG?9&sRc|5BG>)N2s^@*Aph|IiMjcuWM^GvF<v&Z)aR8p57D0kwG%FLBX&
zCr{<((J6UGzDoiH1OTusVN>@xzhaSi0O{P*S9hl48$<{W4tQrfGZ6D+n{TVg8%uG9
z0?VEyvP6)fLCm!SkngZ}LIL{mT)<s6Bi3s%Bq76FrFNY)Mi+Zdkpe4B;!(o6dwc-Y
z;Ap+olRZ>Fll0~}+tKXr21-McPUpi7*)etq&Tin{qSp2x4wkO81r33~O=hAYjsYym
zV&$C!!>#J`tE~R`?e9!E9PjZgc%lW)mb}$4eA1D7IcjOi>-Q7Y69g#{GG<Yly6Wz8
z!sQuLWF>&Ip!ZluA(!D4c-tkkBK^U$CNKGI_OujAwU8|uS^QQI6PlDU^%SEh5PJTZ
zygeE$CwaPIbfrTd^t8XdwPah^akBqHnT;#wC5KtZ+-0CTEXn|u%3JB8w@zt4nO@4t
zm1&U1H{3vKm20iplKtYC`I8a%@fUYJ9Z@JtWDTXAA8f81(6yZe^{wX+8q8q_sY(52
z;V0zs(bS6BnOeSicy0E+|7*lgLI$n3O`%c)rIqfEr1KDb-cs0PX`OC6?)7V*@`(oB
z(9MNwATi7>JKLZVjcb{kO)~Z_A2UP6Jhh39RZn$opbt=PYez`_%m4?Xk)0Cbco>6c
zfBuH*4ps26$&nG)RmDGHkO0OcI!_os1Ycf%cx@<s5HA}A0f;Q8`n)Rl``rxhJu=yO
zXC@;BSM3Uxz98tjEVi&pD&I%~9lcczd1|v&jZ61A%I)DPNnR|+dtohgh{8+VaA|vr
zl}w(tY^stfp`@r?o6^X#i}>=g@`_CIXI#{{o}*r!<mU~ypZ5lvXFbgfQ=jy??#{lP
z;i|z$=|Oa1nl0l-((~*#R3#`-sS+0w!ab%W`oRmkkoI{yt`KtRa+@DZHi5BPr|s#f
zcE)qc{-5Y5dPD296eMN|d>kF?NHCwlZv{mk46GE%EUx3Im%6om;r#JU+2tafYWQYZ
zCswG&Fm<z~w0etA9f@lN&eV-a=k_M7{);u48ZH7Y4*3@_d(>DIb@1{p&KC$3>la4u
z67n4JON*3QTp8x(gO@FooY>z`t{=5#s3K9K6qV<@{!KuQlB)D5TqFf`@~`$er!{`|
zTk<C@{UQM$CRwj{8;GZ;)^i*LT+vpz;lXkq>b{Z-D)bP#uz|9SNz-^$QGrah4Tnn_
z3Lln4p#2NYH`%REL=CKYd^Upb=!ta%E56fAnS~q)VNYcv$@bA3!(OfLi<zWlH8?63
z45k|}O!y1A@~eV(=$}hj<d<lvFQ9xIU#gd|eQ_wEvwU*`D}+ucH3EoIs2B=tn5V@z
z5I;~p^#}8>U)A02;kaZ6SE%ubP=s+p)iGmb15$aEA<}cH)NW^_M))+H0B1V0Fp~57
ztd4DWF+nAv0q=-V8Va`nuk*Gy$Xd*+up*96ac0%puXL^(^;BcIMv-LH{H=L!e}{!B
z=tJ}kOYy-zATS;@(Kr5FfZEgd^;j2kz6Y5#zC;Ne1{UGjEmcma%vK70m`u^&_m%2M
zF-*K42gCOE=L}F4xxnMbxlOJo^2#m5p6(Uyb>lPnQw?Jiu<XjXRvQ;>W;=Xe4STH|
zZqICrtkTX|GJ7t5YyO5L)WV^Jh8$m&=3nQet;`Xh=GFJ<60JvQft*Bdod0Q$uW_#<
z{$~<Q)Y33mnaRMw?O;C@p33c6E^McfUJ88~YG}*n$UOj8<a!5#?uReQbPhqSk{#H>
zdU9KB+j~~`+4TxT{Np-?hdMq(CoZ^)F#rGn87@)d48J%S{f47X{=XW!R4!`%KhAbq
zGLOou8s6WzUOW^BBorRzUDCf{VvP->IA$thHvml6&xifI`<qM)%n1RKgZ?9eXmJ!5
z%S%Tdq~vx`%)#)N`*?#HjNaj~PpE%sptDP>HIRc?WyeBw=?_xbzE7Prb8b{Pre0US
zfHww>nRDU8en{r{;}LkDwupt%kjHok(6X}<g)!qb&K%Tdzr(98P;2>1E=~9KU5^2c
zYZK@yJ87>aX0s_H4}M8?iI35*@C)UbqW>N3!oGOU-@dP_uBHnjn^2B%VBe|09g<Rq
z%)eVy2k~e7`|TE6Isw+_!WtSHB+=|RF*OkPI-U&svZ8BQ-m?URmz%cUslhbAPw07U
zVFkt81g_s4r@{FG3GVuDFUIJ(lN39U$ZD?S%oJGjnlwVcj`eG=>Zx-03kMwzW@h3#
z?R?gD39MJ4JC{xqKl@y$5OxN771!w~JAMlrOLlo~d^LKq@Y3OJ#mH}ypl>$b)OllI
z9bL^Yo_PB9HYV%eBeAM#i_t*_D&|Ja>=^J4Xg)Gby`)NX#1p^^l?3drW(L1r3H*ge
zxjUH>sFhwqxm!qbp5!eYN6Xrq{tuw`e<_0)3+M6_OqnfrzCZ5<Fn8D1t`%LI2qk+~
z+N~Fyg&pS5n=!?_uuBXEKFO;^Nq{JNq@n9I<CAFn8FHCcc*m@^0jpWDUT6C^^|tMH
zpb2X`(L)OiLxNX^d@z**MNPdw%36XF#%H$~$IRUfrCMKJ+n2-M@vR-+_l#2lM5YyD
zaHL_xWw8P%AB3-YSP5~w`?iHbSySbJu|S<FeyY?!?>-<lM1Di3@5K-H>8Y15e3dSz
z^J{0^X20wC(=T~rS@8mOG4DHh<aXxkei?ozuJ4%Je{<#YQixZ(js_)CNrfrTu8CYR
zLuX|DDDF#RD2UY61+?{k+1Wu|L>a^aNZ!0|KR+P;^x*^Bt%@9bzaHr6!CYHkK?ynv
z9E}i0FXnD3a&-BUlVu1v?0LNnUz{TB2~WK5wM0Hk!}aoO)${l;+I&OK4h6<PAK!f5
zn*ALVqkmIZ^LQPLb{5iF3bMMtH8C|L`|-QU(tQ2yH9F}1zeU;qd`97O%Hxx0bP`{N
zNd2|&RC*|lZ{V{USgWh6*#zYFv-)MpY3xJYRT7@h1+yu{H!#Tbjt_pO6S6TeEN5-%
z-CaDGMw0tZF%b{mkn!%|4D`G6DL+;14Cp86qt3zTr+%z{N^DS5!<hR21I0hQ8_VW(
zq|DQh@Gc{`>+^0zgjZx9z^Dk|Ij;ys5Zhw8Ph(J(3t&U4nJMnEGzZKqm7y04Z~eW^
z_-1H7odTV2+W!Gcy~O?j_U;D9{{d_`SY#E1ssUpD9rQO}fE8aY4yFSa>3;M$`h_L0
z5O?7I10=XhI^VZ89#Y>haXig-fgz`jn{ORI6;FQ0#}(weX<4J#ekP@gUp;83bnDpY
zO)kNYa$(ZIOszp;G&nvHJI`mW9#q#={qAfENflM%HgUssC<C)T-{Q~s7B0{Yvq6fN
z6eIa4DV7~ZG6694ck%Kx4K|911y9B8jOUq0<DK9ZMe}OruE*b-9YVZ}LrMrgte=aj
zz2Wb#X|_r#D*fp3Ku^j+4Xmb3df2)9G_U`1%{*bZE2Yv_*qeZ|sTtYOp5on#zvwa(
zXH3I;DzsB<6Byz6AXPAW7mtCqoZ>9GS1<%TqSat_vUKJ;TX)jgeM9o<4H>f@1YR*;
z;SYac&_95*)K-aTu|lFH%ihs$7F<X2$lB+^gWnyf>G2YcZbG3AR6QM;9_I)C);k{M
z=Aneh<iaN#YZHLW(FrPs+lW0})HP>?_^Y0-P_mlVwVKmNKev_i)pG5+vpo_7#+Tl`
zJ<NylXXrZqe^A)@uz|e~((;QRduJZD^6QQk6U0FU91AOhMtNBMa(SAU7fNKuQ3YCV
z<|lh38QgaBKn;cTMk6o;hSXuDz~}rZubzlEIkI(Z@@7Dpdl#WLsjF0&z7Cb`dR1(E
zLtCFf6PIWCC!dGI2%ixC$u6sk#Iy-K&SjRa5aX~$8_O76cRHJ|)-sZ9Aa(nbH%o*Q
zQovinXNQ4egYdpM*kK^A-Z~U`fW`T`^#P_~#@w&NIyD=Ob&#=;rEub$q4^)i8EUc5
zV40<8v{S7WPzb|S4&xtSOU{94kqqbc(;gY8qVlb36Hjb!a?PkF?lKoLdA<k!QgC>W
z6_L7N7e^MiXnQ41Np4;qx56A1%k!=2Op`IYoZmo3-ovr%==-7D*;qpx4oyAnSAmvX
z=lC%&im8<&cb)O|-{dmV0b{)TwF8h*Eq+E9MxiWtp?SDHkZNM=RD_UONj$Ep;nQ-u
zs=YQc6{(hvtY;;p##D|l&IRajeFjDggfN)8-YVI3c$KYnZ_vbqZ*07M+Yg%XJl|sa
z2N3kt$r7`hr=G~{h~qyriF-euXC5u@-W>BKUa3#Koy6BuBGV8{4yc~+#avZf4`3GG
zfjjl(hsxJqsc8j4sqOwpqzD4m%p4_q)UEf<8dXSvrD;I0bvP*9Myfe>6OnU~-`UbT
z%1T84WKsOTWTyYw<H(fczIb`yu`6X@@ReR3Z7r^MQBh*THJPTPZdn8@?2q;5;jk)E
zsl74Du#d^+R5>Ldc-;M*vT`$8KK1Ud-sdwMEo{(2vW~uNH$m!3stwIl(uC*aS>BX^
zAfrTv5#AIm-b2eE9DZ^2%DDMx?F@MMcZxNRP(yETuJ>5&o@NXxR0#T2*$m6~Q<G)M
zpfrB7ele2_K4&1<Nl!guDH>>mFmqClVgGunw471~)l-_|BfyR^QP*h?KYs_fvk;>*
z8u$T*H9#OWDb<B(Kn@oQED8j&gjzIWEvJ2fLxuX?;yCR5(;#~hKEX4CEL{g`E}};2
z%1jEQtf-XYVk}z!)jFWbAhYgqNi<7sfq6G=i@u_<+UGKbuO#t}NpF8Qr)0E7Ms$!H
z98-t}S-uR-Hg7@D(Ob-39Gz<+7?XA*n$Gsn=!H~n<<)Xoof68yz4b3kMF@@&ncxpY
z`x_bAKwQc9-FRF(uexmOz*J;cxHoE&E|&Qpzp;};Z5WQ;nnf?*KTr4|etU_Fa3g1j
z$@{bxOzUL5jiUj*r@LBQd$xXtO&JhDo*(>dB0j!Mo<JVEh_xpBzd8^`r+B{v0cW!X
zW!D2u`=dX0A45OXwHJGMFdH*J)uu?Olnjyaj3lqCGyG$%@cy#>$2FEY+EbqiF7h!X
z=i|vlKiv2{dVGagh8svS?S`$JvVJ-{Yib-zXNlK;yyM^{wUxomeAX{wy;BTCm6Fq>
zKZE;ZW6PDQX|h0*1}aaV+l_OiXPPQ=Md=t^tEsUs%q7u%O}vb-Z3}4H(?~tV{O-3P
z3_FiI2<JAd`!o*o!EcGwFHE%39BTo+$Abb9OoPf%+b(#*C=|*W%)mSV3xZ*IQcGLw
z>%a(nXt+sf_iB6$OD9Zz@F}H1Tw$Y}F!k5~h%q*7>)EDXi_eim+Z%IsU>2LAt)3`1
zEc_{4;{olX7orVI&eYSJg{@Id!YB>&+$RnWbaBqs)05O_u)jx=Df1ruKBUese!V>A
z9~ck9a>w1mTmj&;#uWZfZa_rn%X24oRvW(FkCY%B?5N>msVyVPv%Oo{T3z_Y9^Lgw
zym#yoXsB#T_1!&F-7gukJ+d!-(YAH*Vqf=dQvALizUcXQR9aZ&E&n>a9AM}FB|(Rp
zinvY<hPSv_o3vXx{LXfCwIKS_xv`9l%vmTjk@qS{krqoZC8&bCQ9YiRmN1V&mDkOK
z$#ki%{vW{A(y7i#+_8z&ri(iM;+o#3$zCHl(png%ufgrBnXPlc2<!1K)wQNomb!~&
zZ=)IJh6o-)d?<x$E7c{xJ?1`!p%u!-<=;y<bWs-{R-WSZcXtN4m{qE`%<hQWjpk3@
z5H!F??msgjJRi-K?)U|&N~=ZLf|ZBigi06O??NdD+p#sXE=5C_4pJ}WuCTt=VthEE
z5ia|>+FogYFWJPv^{uAmf-h-dTZkxVRmaha@WbhZZRSc*3qxdie2v!JOTObp+txN`
zv%^f6w<^nj%&D*5`*rC$CwFVdIDH>_2^cNcIjm2AbB8p!LZ2#Ff-&xe-a6H-N)i=Y
zF83a{oiN1R@P8z>5X_hS@()ndo$ZP9oKG~S_`V1C^Y>XVZIZ1}_B^O~gjh6SxIw)+
zf5mOgi$BGC_Yb4%Bc0AFmg)fQ^pow-!5j9(P^zp{%Ko{(OWpZ9!KUc&8b1A(&xw);
zGpB^YCos5RN|jxHiADN!cquIqh-~>a>2`r%QF##>_fhgOnL9g~0_+D((*omXaOkF!
zD3!rWO7ZdW)bQ&&i3jpql}^uLaHd%7rJhKJh`IX}nSc|P`RfBpXLs&s`(v5UZoG80
zgV9CJo<Wu_+jMH;p|i0oL@PH0)c!d{z9y2AIGgszuK0Id{p%n4j<4T*ni$@8ZZy@K
ztQ}J+61ul%ALFOWl}~T1o59k`JECX(%gy{XbS!i=Byne{oai3D$?Jm<I;N=%p@AsB
z*Qer7sm!*{kWu(CCSvEPo^qU3Il(Ui(DXjL^glh+HQB3zh|w>9-uWT5bER~z8xk%v
zR^Ylq&~Os8>_N2M1r<)Qi_;cNmgi4pNq*iyfyyw~)3oDcKpRJR8cRQ8n{{}XW(gCE
zo20Sy_nx#p#{8BUT*@tQw;1@Lz0G3VzM9XzHCL)J+%6VeGNQEhMl)6o-r_lFcbk_7
z&vI2icNq>nRj<!#`~iE@_U*}G)A6E*U)lI^uXFwDdx;gTnrEKW=a;LoOAH$H3z(jn
zZW@)0+E2($k0eP|nY0UP0-ia~S3VBDbX{RWIuF`-b+V8fc1!VzSW-4MXrY^hAERF#
zpe%ASKW|+ioieZt=DN*2`wpiE8sjZ~pkKP9gJjPDm^y>jXE$Gbu4MaIX4>N#9#nD}
z1@Lv@#r48EwSX)r)=gvzrKtQ!a9zWT@00^AOFdxKci;4D-ObJB)YBl43Amy1AAV%%
zT&WWUl?I5Cc_KA@WQ!Lk6{8#<GyUb+0xew&LDzC6+q#AxC#*jOAOC~tr;jT8PdF}K
z*g@wkRPkG*Jo^@1+<4j7h%^KHO<qZ(Ic5s#Daf#X_JM`3gn>RG;ZnBrH6~;0=zy-D
zZNm562_B4!MhayK1H+1z(u6|4*FS#Pp0`Vrpl|J+TKy1d`{ZfXb$-iBlhdcV(C2<W
zRRum+zuptlRBNL2X^M@cKiBzTOqJHS>*TsoUy@LVzDW`d$=QF3AMRPp^X1`Xm}ept
zva*wD=%D`2N6ZaH^(!c_h@hgPB2U;Xmg>*1-#QfqFYG#CB}M8cDHuX7^Qf(ZPc<*!
z>6gu1cYmI=#qe3%>8}B%mQ_N8=9w8ZpGZs*xhjq4ZZCuZFn9Cm@?qTqS29<&(Q`Jm
zU)rW#lq&tDyz(;DPQW6mR7mLI+L>23aKJ@C<+Y7}InBie<nxX(C9<$Pb8C*KC_FkF
z$67I3#v0g&SKl_@q(hAL_4QtO&+?YJtCwj`u2lH3K{5+rNtl$cfkhyU3b<O?RxM-S
zWA3I8!@C<5_$W*lNkybcliT#jm#BlyI#D(BQ$uqGm6gGc)c;!Qpam)vv@j2@JGfIR
zuytGM>3!1bRq`mnOs7MvhQPsffZZ**3F5G~yp+DFwx(OCT#=l1ph-<|C$cpgGvWrk
zNs#cV?3FFC$-}JC|D1zmsuK1sK~$!yvYjN{vQGrqAW1lcI!e*Fay?A~Xr+q1bmq5)
zA%)Y?)Tf;A(#6g8TKZxh!Mj*iTpo3zWjRTSECFHt%`&#Zux$n{OH-xlIbWZH5gSQ~
zIDBp*6}u<uVFLD`_yY!WQl@S1B=90M!x;Gw&<#+}UT6ULxnQuGa%*Jx361o$Z*J|r
z`E6=BFQwW{8uv9vCFI%qHE~_{hq*E1tA^W$UULB^X;Cw_grrK8LUyf#O-qfeA51+r
zbyY(;`;S*{lA6skawb)btCXP!5wcV<SQwY)3{@U><gGEHrQ!Grl$o?u!TNjb&2~-~
z-iuXP@c3AKg>#i@dJa>_WI)1o3z||gCPt(hEtDWDT*>tlANuzD=(se{DCJjNoILtk
z$mxo=c+DzdTLgUa56~EV`PUHLxTpd;unF6BM6;zc$wR+s6=COMPHqO{#r-awJfY6y
z-sGzOp*x`+<?8nNx*nVtRlLlNIrW$KORkaTK!-jk1zu`z;^U;*;ViH1h|SHVrjEr0
zkwcr54Q@WTUfEu>(`<7IzGx-;^zmI?v44majj%DsCItquCxseez|vCL)&)+U>Z{pW
zEW2H9tV{e&;#DcN8ADF?nxfWj|G#o9v;hkKUD^PCxu&G4y_~#SfjgQg&8{h<r5u^*
z^1gjr6r(>BS7^O}=*HZK<Na}?P{r8d57Di(vAX4mk4HPFe{AfaK<Ch!3$JtL6C2&I
z;|Yta*}6KeHg3~{a?_5r2eF48hDy(R`pa)HTE`68n1Y0BZthazSHb@PLYr@bZCqs6
zCU7<*<}AKw_a<MA*kNmGwEVesSyiIc#hAc?92?zVz3_P0&bjYv{;t~i9nIx(@%LAg
z!h7+nJ8We1muU}E3?&}~JpL+FwtP-GvEM*{Xt?Jk2EW*1e^+91g|7BXC#D#jzrE5s
zAFW4~hDy(@6oU);yYj_y6+;x`bF%0yFcR8>B>$MKs4f7WHAHOf*^V6v$)lTdfPtYl
z(}UiQjS}}pG78+P^_Jg9v=RWY^w-I^eEDe0wpg>>-ei;X!@EwS`_IR=Hq{yvzdjHW
z4h21qTZ}l-G!wO>(R458ig~gBW?Tl;wj^)Ag07;26<_(xF6PP$DW#BVto${7^OH7v
z#wze0_@xgb^!v&`(77lfsyapS59ij{<m?zLEJxvI$m(U3VRR7F$ll#Un~<@~7{<5B
zn%bV$gcCP8y1nmkyVPcW-|LO(FIx*dQ?NMg44^E(Y4FClQJgQja=c4QM@ckfvWeS%
zJ=JQN(1>+%#!D5p2{H?Zs_9J>ZXaNby&H;5${_Kef8Zx2kEt9Bcth=K-~|xQVZ2VY
zk#n`n7sECCWn!`v2haWquUHUj`yLcwf};Sv$x}vN`gn7dx%Kk`9rQf=iM`RP_N;u{
z^P$7iZEBw<c|NJ2EBH|+ruR5LMj$WVq#)U@8HnmHJ6n61h%6cG8?T?R!U!wHO9@^o
z%&Bk;Z6mYwQK(ORdTt4CkBxx$hS0-<?WZ8RWtV#iG=S3Um}rPTsF{oQdodHnyoJ)~
zTu^8s#ti*V59qWl!o9mjhvM72LGe$StaB(&7BZ8C?<YV^D47~|E5e-%#L4{{e|9i+
zy+_8K9Gi^x8JjP&V+lV@y8wq}eDH`V2^f%d^dY1ZvBM#Hb~L?8kHQSU*!xKmGXnq#
zc^*I19BDm|Wj8PhZNRh&^Vm9<RzTlgo=%2s$JmU#>M>WXx%x@MdTffW3~6@Jh$@_e
z-!h-%^$ICKf7o%iAm|Z48as3^!@x)W?5Gw(#rV92NI{Y2&o?2!(ZN;}Fg4^_(kJAN
z^KHLDD@a>GC!}P$ASIDGO{6FLc7=}cBc-SB!q!8bBckI-`&0X*w)9^z1<b#7XoQfQ
z9m$L9!x&Zsf!==_-MI0|<6FNDn$S%@^O7OgeMY?nopLCD37g%xrSiCivnvx-ii}Vo
zZEox#C&l0akNOmvEUU$MUR_BSIi|<Uq=3xLf|8hti=#95_))ZI)NO`L9cf->Bj*@3
z{9y)o5Xe#V=WGl_n3lI9NU*$14~8vrvSsV(=<$gpA^-CJa=g-KBuoky`qXSwELX#?
zNIE1MYJpqF(@)8%KQ}|c4JjW5_lel^u`lwf8#P7S?vR(HF!eL>hce?<+oK`g3i&3b
z?4>HO)QrY#q;|R@6>={-4Fp2SYX}jEkxNaeAc|OicQI#HmqI8j9BN~&h}BC${CVm=
znW?;z_Vo^s*8GiVd8<*3g3x!kvvs>VGa}q21Dv3cMY24d=iKtimfHI~^%5>1Y7ltz
z)jYlxi9JR@%x23lw^^)HWqNYvL`e>Rz|7-N{<l6|pk2_$4V24hgl!gFs~*Qu<ei=}
zEJ9Jj#jK2uo7wx{!NMSSUQr+S+r$Q{do=T~?k2D`zZGL!8BK@lv-XBA;qbq9=v8FE
z79f79lj6#QOyG}&5QuOmLT4$oE!ReM)pOGU)kW(wG?Qd%bS3KZ$vSzTVU2|<aCBSz
z4**x-t88LJazX!+1%%!5ZdgaoX)p9b_~-z2$gvLU>d-Hpz|Sl};8^^PMMpbKWk1N0
zB2l!OMKV^6M?VXH>SIzbM@5eruS3<%j7iE9h?NfJ^(CRdsfDaFD|#YP5la9lD+nM)
z*0C#o82s!abyO{U`kl=~z-n<vG<gu?m1F##%9BV#tKV_+Vj&^aA?lj*Top);xQcnb
zQ6!6?W@R9q5gP^`F=GbBz2u(eo^`Mqyxu}Hdj*p+LlB#i8>9`3o55#uE*~o-^#X=T
zt23YcbZlnBxw^nTvL$c-&iv=QKg$P_UWzWi4_0f&>{gJWdPoJ=#A7RK?k9hpN5*;@
zj8F2AAcuwo3&`=u_w^;*Z@ADS2w*yB&O1%b+gKP969%El@~yJX5H6kNH=6WKp`tut
z<9&~*@+msBH)GG{%Fqx5c%`D}aO7cPlz|h*O2Jv%i<fu(_TXve=`H03<C94#dD=8S
z<ML`P1qXF7m|A#|+l4AcA*sGO3KU_3N96YHmHF$ASf$t);RQM*K$oo}XHCMtC2wcn
zf+yUneK(c!$za6=D;diBy;-D|8FIp|8k$+?pvKFz2LX~1cGB+A_SXNUu1@c0x2_!E
zuFi5!FI|9zQGbW+!6)F`>WqNwSZ8oviyE$&)tR={jlD>yi~ov^JeiVrW+L;>nc45<
ze}Lvtw*H>8Xg<rCCAX4d&A1m4>29&sBN;k|NR&080yv(VwU3T2)u5R9c1Xah5YJF{
zG83htXK0+lIgXdd;RL9J50NRrlay!RX+`qhbIp99TlKeuJNc7dmAndN@GeDC&0n8f
zZei)pWhhWGN14gYpWnX{mZ=O83Z0N9Vczo2b4&913v)ldIL(x}H#U{V-m~m49iO%+
zaAbw^BFmfck2?)JA*61FE{YIFiO^ejw7qb?pS8*FXArA=7%mARVSJP>7Dkx~G<c1i
z?76L;$Q1S;)Mtxv!BDV?tMgB-K_Pev*w-6eY?qBJMPM699HX-cHHs+p#7qX%2t_a{
zlKsPOs62zSduDnZp6Z#R>4U@2WAJ#Ic2+o^Qj@UPgn^h%dXr!~9tOllN0qd^N}g6m
zqH6TPMpdBie%3qM?`diD_(t^$Jk~-ynSP(N=JEdsCI3%@8NHL@zwo+YX9bV)u6?nL
z)FI>1-?mB-&N+wvXMZKpa3I~kd)VR|x&N|<6;B*-7<h?QHuxI>A;2C#IQ{9z!j%wq
zCANB5|4`J|l->{|(zDXK9<ul@<=*FyY!>1_;|wv8uAP6L+7bfEiT9eHVP1Ev^k47a
zg;;+jejS>m>|kyWPns#8O2@!X6_V$F4*8n#<HeJXgsvX&P>S%BFb~Cngv%b-Izs$$
z!_kHp>f;lX*_Vb@Ecc?rcG2s|$&K8tcgDy-=dVx{y8@H|Co5#r3`asAtjzh6+cU89
z-QzeGDs-&J{n;=zS?s=a%Bw97o0KHJA`!wojdc1uep83p^`kLdU(uK#;;bI`a&tbQ
zDMlYh1+_jL1}{bG>IoscP}~q2m=77A+LT$#t?i*;uzIFLmZ}s0Ggg6UGwHRjI-%Ov
zW#tnuD%~Ja>~UBU%*Rn40)x}Vu*LWC^kl2((O&U@!CckZFg4ER$1Ov1tO+RZ^X`o?
z_TMEzs@^7|dE&m?^(8_iw9$=uoStrqHv@M<^$8&&1oP(aW)`SJG3DjuLDYimR`#Mx
zpa{>`<ZL;E)Bwi}gXrpLSkh5CApk}(+Zf?JVB#HKGdC*a87#19Vy@{a<9FX(Weo0m
zcyxYp{vh*_A{VS*Vsez(sUi2H`13UYfFDxB0L*79tr!<Gu+Gw~J?GG)ByeB1O^a_2
zE(~u<f8QFHuLUedCQhl7{R4DD_3AsuD6{mbi)3Rer*`pB0W*L1tOjekAAJdUc?in~
z?8;mys09nr@rsgT;3m;LJO&Iaj0y7zYp+l+4`Er67_iir-q{9>!=&QBD7Q)bc_*O8
zZtz-&-&d61o+2w2-jRB0tU)A<wrl~ChC0OFyDDH<ecoVlpF3&?4T(09aAw{>Z$j~Y
zhW;@kWXYKR&^?Y1i%YvfYUGVRU-UT(aDmgs<J{c3V(6mNN4L)Yd@*vy;+h|A>0xFO
zp`#{)8vMc1TFVLg(xrgIzcte7)4qmjIolvu{Y(-QN*c1XsuMb4eSi^8T=wy;>hum!
z3-2^zQSWZ~x=WR!V!7k;Vt<wNZLabk1Uq`9?0**PzNvXpLXkhm@bKi7hgft!Pz^WY
z^v&<vfdP-&Paz?}64n1(mi&)2`QMA29Xr+o_i{f5ed-a7ZCx?BUtJucqKo%p3LN^C
zr;A4*HrE#YTjta=RhMQIl<*T`b@k#VpkRuMvkT9U$ZU0edQmma3CxPX@YF{MOn-q1
z+{)wn`EM1@>U8*412Muk`(F@ol3?}eje10q<;wm8=x%0k{*4)Y1qJ;BOzf_udcVoZ
z+e{2p`(U8{5AYv6u#D|wh~^RiO$ct4-ObB;B#E8~jGDU8C4t1Q{sY(^p8W&NQa-!;
zEM7F#o4>*2v9%x^Q1|E@`}XkB@o%tZ9C^Rx?dd;&@%LXn4t~)Oy=}6IVg-Lz4#D6|
zT!FfbIxS41l|aPnv`Y9_72}jSSRL*Y8+@QgNIp1{ZSc+A!-vn@t-ftrW||okUhMJ`
z-g997G(mjnO4ThtU=kjvA}9TQ%BN`3p@SK!SbYkLU*%9d0(t!^VFxfG9D4**s@f&b
zN;wuJ<FNYIvTi^?cX9qJN&!CX=i)YlG$(Mhk!`FkL@cl(Z0Q_ogchkiAMuh;?&rG{
zF{+By%L+rb^QJ>h4DyWtPqN>!VtG=fk=vX&_Nzh%8;q$@6axdCBAO|UNu?ARr<iZw
zq*%&rb&djJ>S8=kM2+Ap@HiKQSs1DPvnC<62kf&fwpuevPttD#5)WU@M@*kPClA)W
zUzB0%8tkWW**~msq!Wd`gjf!glI-?BqFhPRh@bI4$K-}sF_4%(ob;4^OOYQLD@NP(
zfNFgwXnk9rf{e5<)HdV+i2hFgUlShxi>$v4YWw@6f6?GpXmE!>g9I&5T#7@22X|?K
z;_ijw?gV$2;!g2Gp?HhC6-se;`JVj#XU@5I?tPFM9uQ{8e0KKU@3q!zu|h>;qVdvt
z@+9)GGtvAV+8tdIlfreUkWd$7u@eduf-PN(g5rj&t}@Vw#Fza}{tuwbmYBrbT9g%s
z()3pyo@|8qJ_x;|1CPtSzENH?0K4U{U&P_erdYO_X%Xsf*qA8Z;(m#JDUGnaWJbsJ
zr5@8KDH|tOo#5cmM0aj}l}gNQy7)J8yd<&j@k`21QOS8&Gg`oyl)+4e@wXWb9&WGl
z6nekjhw60*Nw5ev!c|~eL~i4#2KtgM^TU$H;ekC<9u&Bimc{{ZR8&!iY+OfmT0p>i
z7$OZ!j?Scve?kSB`ydpij$<r69f&=`Sz01d+>Rm^#3m5?$u5<e?Ut*?`0178`fLKq
z+VG%vWozF0iP3#c26qGmWi<18hoh1*=gl`Mn3jSyYpJqvX*JL1>b~-aDG_O%Sc&NP
zFx*$TOkv}4Q{Ehbs2Q)fW*w>cgD3k|>gr0sZ^XvW$G-7u939pLkEs1Prz$@_*yDf*
z!%#cl5qgbBnM1hn$jJ#_eOMF4qy6kF`uL*0=nUnav3j3=NR&eB{TU8;JONxDHj5FZ
zQ~guRwmE&~^g<76+CRJgCxxJu^aQ-*%S>a3cyhd+seAL3g)AADm2q8ro=3?y=0`@=
zfcV?b9&7)*K>h#j)!31q@JVj#jkWUkbA=;{3{&Yv;toVo>fdf=#ChW-Ogw*9;3{4K
zPJ7eq-k_1Wly@ai`!*}fJiNG2C4XP0wHIq9J73!jnl|g>s|yX961&Iy_tUW5PL%)t
z&X-C$nAnwW+4XmPPP28?d*GdsBR`0KuKNsbjBc>1$y>3Q@6&eKTZoG|bv9Lc_IdF3
z#vf1VSlGbBKvmYmydV@AbOzt`tBlzh)*hX#)723KW3vM=jlIqlB?aC_f%Mq^d?nxS
zRafYt#X*?X_Vh@+g*RTcx5y%*+@ftug85(-v;}avXz55cKnV}l+qJl?hf*_&3LBp@
z-{~S#US0Y6Dfh388ik&`Cz7ZO^C7Qi=6c>rk;xZh)|Ltn_I5!n{A``AK;=fmtYGkA
zw!8%ieDF_P?o9)}vyVW7YdWyHNXJ(Hl4<Qi!sg>rlyok)84bYDdz?lWZ!nOemhPig
z{J-jA9rb!Wt85N%?1-7sO@f~=K6z``#f|?9c1!yki~NC0vJ_Fge0E^+h_L0jWL|Jd
z*hiyAsc{rQNn?{C`%o_rF?d|7vT=dU!b5r*UULH?+i@3_EiylIJG{O!$HvkqJli{^
z$JQo73pzxWp{t9(u0h`QNo246`KQLB-5Fk=`eWtwNIZW3j;gfOLFexX3jNHxqrT$1
zi_iMyOIXd!+Id7aUwqr{)YdeIrpDYnJ15h-{oOuy&@TE$S0gVNu#*bx6Rrmn2^oeu
zw|(9{)55m1+kBzvxClLuy?7fs3f|Uk{B&eu)Not5xfr^G&?k7`+_V2AX%wY=M3npH
z<cgTB9Jxny*JZeNmh`UeAXr#o?(o@N7}F9Xt`4ShWy-?RNUDJA(#5EBnx3N`5HlT2
z(2(>Jk<ZEGky81uPcWUw!cs~JFN!xhvcn3V>=THV&DY@D5d|mYLHbgxQlM<c@9Ocs
zNg_hi>|TvBwRry^(lSaV`Vu8uk?Sjb*H60i<##e~Dm35ttt~m<$pzg5v!2!uEGrMD
zKJJ<_p%!&msUp#*l0?+f=~3CPC8+wu+b|Uk|I0vkJIo)B8+Bv*M4{!i=~y-QcK+FW
z81N7A3JhzP3+J};r4^O3$<S|gZgqRFqNE*-FqiwUXtCPyO(<ltjgpP1y$zOQ`q9FT
zFuRvmRIIp<<XI%u5MWg_03*M{==fGm=c3KUViyS(G~vyAf|}J#+~K6XvehkkI+oQ;
z(t_!XiutCI@aN(H%hP|y)3{23dB!hPbUfY~JUeDl(MB6->;7UAZ!MMh0={6gZqOiC
z<HFaK%y4WUDZfuEm%E1>s7MMfW<Vat(XwIM5k<K-MVtbmebeQoq9nlWFJ8iH!haV;
zG<TnG?goN6=znytc#D1y91P~1%0E1DXbFznO60XxJqIbDH~SH9hA4tcix%QIH~IEH
z%D@6QuFfN5T!oROgn{(V%it7VKz*F(u+iWWzt!ej76<<cho=CZ4nMIQpP`=lyFU^B
zxqf1O2X`SccUj+5=|i{PNm9;~jkB@m^1x0sr{SZp13TM25>1V1Sgxi9uU4ie89&5z
zR<YGC$=~3`DZuxiXTrYIji7%9>m73t-MUa!aFrURODnym!hp@!R9*w;9^71scz^J{
zYbuvMX^w)XeANuUaU*%~D>h5UoubwjzK5n6@{($nqMm_ciRoEO4*B0}LMl;#RjMa~
zw%Q-o<XWf}1PTW<?C2wZkO|jbYfT6Ux3FpE=`ZGu%^y3if4477hY$R$Nf>-<5>8nA
zsp2pByJoElqh<FX!k*)8JUwI!_>I$Z>~sEe+%v+wof~`WC*3da^w$LyH>E={Nnnc{
zwfHilT{Z<9UZdqKG2&N`;}7;M*m9CdY7k8}<}!Z=6&2-;ns#<d)?;k;kI9O2%EKmJ
z+zx8GmkSuPBg&O94JZ?YYkUWcy4g;j)Kc7xv<OZkLKCTLtGTF)MI8bzhx>Y#Z$j*E
zI-99Ao2k91BbP-DZ7r%ST)fAX*5JkK7lIVihmB#l=FQGm1{fkFkeOnY*s`H!U!=Z#
zlp`?peaq8i{JZ9W`CH`4_fu;On*1M0UPYo?@e{WL@xhL3Hi_aWw;VP3Qr*wNowQs7
zCfUyvL!No|m2A?<lg!p;#eS|>0ScP6zb8Nb!4XMXkiXTBYl}s6DMB(o8n--CILhB1
zya|&?iJb_Fx^ZQ^;j^p7k6LQUQ#}I-NfCYu<VH5+kS;)~2!$CWuaND8_{Y2LJFk1k
zOzln^>u{c{#nb+nOx@+m7S$0{m!_!k@aoDLL`T7hS?x4=kwzY^3J}DGi50G1nf!MQ
zR{FJb%ezPuL288&+)VK9FBd=Nro{QTpIOXIY?!0%{`x;9-fK`DCp5bl^3jJ3Zn^N+
zdyg|S=doZ!muxR1*rz!?MB>0p6K`@tCUwcYrd#DXELbI-Uz?LsuxWmU72}IE+s=41
zTpeh-WoncQ5TgrWagVPYGd*$!{5CaL72AGtOAt?R@fE@sI$@7E(``253i_<nuT4QJ
zr)_cOp}HN5Lz>}98?#Me$&>j^8OM${#8hPTwCIavLoa^!z3^2>xWO)KNh*^KTv1aL
zC|6w|CDKVJbG`Mv{7bz)wN$bcs*b@1b(TW6RA(F{_v`xn>t^_o_KVd<oAMW;?H<ub
zPG<|D7&3!BT?-oOIG6IKOj3S6Y(Cq+o2w{;tAYcU>@1ZF8oGiwnHn1Wuv`(_zm-bw
z)kJX~TEgkA&7Ie}jwab@BL}u14UdM6sTJCTf2!WTbJAH7HKh!<Bu^AP&@OLf<G-dk
z)eS58g}Uk89TriiQ+zguNj$HG(Oeb$B+j`l*k-CsbyPNB#W$y0*$&{RJIo&)i#&Y1
zl;m{vaCS0#`0O)G|ASqt6cW{0zu@RJ{a#M3IsJj_%Ln>Tv&4TNsfUDa7i&2(-6q7I
z*dxygxCXTOZ4^FMJ#oj`@>E54@RBgocmDc7p}e$Z=6_%!nff0<aKp~@>Lb!RQ2(v!
z$#jVTZy?{604-%@G9~g+Vz9#7FW%-;$w*>jwc*k&i3LfEo9*ApY~H-AgwO^@&iwcF
zTH8@L2Jn1oPnK)F2jb&!h77Em)U}l5RO`8;mu2&zezy}Us<mQxi$nBYS6{iJ!+S&Z
zjIv?i<~yO65eH>{=J^4weg^~9gqkK7y4LDvee-?`$X08RGeNRpsGE7M=r0`li3`NH
z%pW*_CeaR+6V#dx0Ab+-@|SPO2W+;g-;->A>tGd{=av)28zAZUI8icShl}B_&GB6-
zU7!)hyoJ;R5H>7xN|fk3)qk;;oZ`gOT)^wpH$VD6Ya-cw;VP0pgw$f{#gxL&efg{O
z^;P6BS=7|DfMF#{$FJ(63jSxU`t{-KM45_Mlq;licO*p>F)A&os#OTV!BP5xjk+wV
z$EQ$yc4teit}*0$K#_x%4Qr*?I+&@GAz8B2(c*`s&s0jCEdUnCW~m#!m}<8@8o0kZ
zslTdJ0^%)c&DvG=B*hKC<zK0@lmbIPadeRLt`dzR8jGIykf`}&$DP%lx-P+=0eP)a
zI$^@hw+w;1_pXi&l$_KLD_ZCPC2!w*kMNfD7i#ajfz-<L_d<${jynRKJ*6EEg}sUm
zjIH02t$dM&GFR&7**OMW94@}X3+^ObC^``~BgpI&Nj$Q_RYXhY`*S!yXqbydZ9$aD
z-)O0AiA!6$I{`*^X58*3=G|_k1xwd9S&femwyRM{V|cu))I@A4WpXHHsKi89LYFr^
zqe0{t<meaI0R8atiiNR-9>P(3$Muf);c>HaO7dx9scrFXJC1Exd3eP+$<>S<Y`B0T
zZRt*pb$=EmC3KVmh=yp!LfP31Q-nzQ3`Z%~A;J&p<1QQxJpt+?(AqDCr{{GvxSNYB
za#d?x=i%5pg?CyaK&f47e0mBCqDg}hcvWejynQ!f`e6JdUCJ(KwchTBqI3QR0p`op
z56u1TnL#73^NUM^oCEE^mU1@Qc_yH|vzkw&5-6fk50$<v8K8|KuBag;h2D-HK#pG)
zc-MPQ;4))vk%7sXsFJ?O@fVjk8Jw&{B)k8ym=)(q$-tC1=oL5W9b;NIV*qUwr4)#h
zcNU?FsP02OA?Jj?ep1w4lR}*L-}HX0zbl`u3-NQlwk7%l-C8ebk4huMKkyscaqMmr
zEx_Y^#AvC~cvY_FJO3__W?KBC;-s<&N=yH2GWmPu^>eIqLVwERvEA#K<Vfx>%)5tw
zrr()<qG)9}I`O3GGDtWjnY-K@lO6RKOMh3SV5Q4LGz!zf&WcT*vcQ3&Ks%z_$(v1R
zhHy0$3^dg1-~UamloMBEk^?a@*~(7yi^q;28_o2Wg_z$rt!QH6REE1{aM{A28#5w1
zoY9+2Z@0Qw<bGB-&~SR=2OP%wD?IBGeE`|J{mT99YnG8%d%mLS^yPPgC{H6{PLeCZ
zQ`?<!s6~oCN2>)*gY(fK{uS3FJsSD07Q=UYdn65x*cD5h<CvPzrW_m(pe4|(zUOoX
z?RvOME4K)l_k4SNDt7t))fJei=y`bg`}x7(or{Etg>+aHSV+X1FWbl`aumLRPLep^
zL>E^l>UN9WZ=BaqelV$NU*f&&I$@F-%)R#Aq1=evq&Rn(DL8NNt5e{0P0<|z6l&G}
zMSjIwL9}QHRl!GjO>QNi({@Eq9xA4y#=0hTLQ`QgHM}<VX^G9;)`@oLXHKZXsoM-U
zgK&)>TPwgNPOQD}X3&SUE3AeIfziS}Hs3Z+QA$LkmohW7@aB*T!-?wm4CBGn+xP>x
zyI6EB)oH+oK{GW{3%y99ofby2R^sSz`_dc`E!En#z+wh`>3S7!Ooo!M>k&HMmnpJ{
z&mW~=0ck!7>H1S}Hl9;v|1C_;0?Y)<s3$^8J`%yRMY59kZF@j?Cz^$t*v$J%G2%x!
zRCXoiu~j1ansz)-w#Iby44}!Xua&8c(tP!*9+L(@*k~pz?Vl$IcYw^$e}GSPWPO!o
zW-n9qBkhwcLPc5DL^_4MZ%3I(M~PX?uQZc87GwMJ<_)y<x$+P|W;Qvao`W|3%=+_A
z=}sH7vlbUsu1_BRGirFUM1r{nO)te>Qn~%z8h!LS!_=J2?9|d>ybp8Pin6Ua5!w~r
zyxEQ)SG)(LCi<X;^4u}oi@9o+xA`5@V|tX}g3Kl&y|2w#M~OxyW70&Lh;JhrFqfZc
z(w#G}rpK)yb3D2M7f8?0SBY4Pw`S-ynmAcj5Lo7VMk&&$ka(a`e+p66agERrATW2t
z`{%LpWsfdwNt76?vA)^H{GW!U&h)3R`qgxeU&rL{J!G!OjP^mqsP^OrA9z|CQcWHb
zd_LqTK~k;_mL3Y;`KwC;h|u$xVVZX_-uhhvEw^+Uj7kw#zJsd9>kki4%~3>OjUpDt
zF3;k2^icXRiUe+bDibH2{ITlXl}NYXCw)zWRUJ*v3e=B#p%5u7hy0PB*Q2zAtmFg>
zODluo3B9>RQUzyZyBN}p*z@N(9%pkL3>-KQZIfhgK$Y?jg3@d6-<Oa~o_7b5UlLEg
z44y$3>c+3A`L{?5Y3WsUA7lz+X0CVk^1eNMVr#n$Pe0_lWMc&d<B1@3VTQx4`N&WZ
zt<1wkSTHW5#ga1*jahtj6x1$G%>Vr)5S;H8)Y0iH^4Y+GZU_i?2h_L@YZ6mzb{3qP
z{QMJOhUE94<D=fEWXdA>J;<>K(&J9xtgc8|)=v})FkUMpK{2CTtGRA_Uza55%#3OD
zxyM$>SxQ{o_j0aCwgm5F-GuSisY$m3hG3GN-Ee1J*fy(qM=!U*!!ocWs5rgTG;jRR
z#@Og5Q2HMUT93blqdvZEduMMe2%ehX<kx<wRzd=4%mio((MqKh*`%Q85cHDn-o~MI
zPpVIo!Pt$-E>%}dynk!8?L#}EH7Q(`7%B+zjO0#C3leM)U$ZQWc}g0-3hMr9MU6Wj
zGW3mSnaa<{R0?W<yfT!gWBo)gDZWl$V)^!ostzbTjTlX&h2@KW%W1^|S?l*ot$`}|
zBMXH5-(BQ)Sn%S`Wn}pda-~@Sn3Ao5mFyf+<Jhi->}X__?M}elx6Ga}8<kwmCZ#-F
z;qs;oxD<6NW`k&C?}|AEZ)8~-58G8mz>BM!=BTg{qBJA1aBa-_Rv$DZ;K^w$U~O|-
z`4hye36VDdbOMlmcTu8pu>M5Rt9`T{>#@Hj@{MY*BBJ!)L~aS;c8byE@?Q^#=$ab6
z8Z1c1XVXwj(@F=isY}B*;y(;^8%OF|@S%?$giYzOureh^%rfAh;JiW$L`$R{w^9Sn
zsVK^M@RNZ914Ew=(oAhQ40&Yl8MSsQLW44@D^E@=x<=aZ)%CQQ9LbsxOj_5djq(=S
znXpuK#DwCg)XAhywwNTLD|nZWZ}Q$Fi&!iIB|U+7yvB_;x3590m&*mjMPK<Wflt{V
zbn|mcD)P4u7ECs(iC9icYm?Vfi=<Flk#?yhRR|>{<ItJL8Xs5NlhTj@do0TwS=1{d
zG@h~oVuRu$hi>1w1e^7x2ZMhstt`~mCzcc}F)gj{_Rk90`E?oU$pMoW_AUMcFkC!s
zMh26RxlAqWJuMSqXCj1~I`d?{PfeAp489{p)%+@GV)BZ5tn8fQ4VM2^Fx#BgziPxs
zt<iK5co3{~9HtWn4rhRBmP*C|rLerh)y-%1?DM{dr^$hfiki6c;7p(zNem7o-YK~V
zS+%<Zz%gSy0?O{BiNAZh3&f~aq;eG-3#jj-sb424i8-D={$q{-M-Sl{i>3Curey9%
z2kIaf&i{)qJgg1=pVM6W*!&BbV?7?qeeV#-Kd=2s{FQ|ovxe*>W+_nYJ@zlT%LIoM
zEgCnwwxoX+{HT42Q+0xSzqcJ2K~gOI_dxuJ)aA#111HAw57pzA-lxjJXonZef4o7}
zkvd}CzIV%Xyh{VFUhM~JduM_u)aj1#T$@J^eCy9<U&Rtqug26q#pCG3)}o*d-i4#B
z`kFip!Q}_<(C%gXvz8t3I|*H#JUKXgO$WYW1*0L(Quz3Oenyv#F_uGDgj41{M3}j+
zPbw6<ylVPn9Kn9_cg<n^9Z87TXK6)H$U-bh5w^JLLhdmEMwiTWr{StB;Tt-IwL@=3
z|BaWKBecWrj>9t%X>=k*fwuG>>?Ed`hwDRyh(<?K!%yQc#{B1zo53ui^}mE>H2;j>
zOYR7*BprJF@)zR=1`^4*-O64-%4a8tN*FYmIsWCTxt9GFoUMOlf?YW3F#Zn!&I<&1
z+};n(g_-H5Y8WL-N7%6CjiTd~Ok%7p=1m0sqBY?a3c$?*m)UPxY1Lc6f2P}&qMmq;
zJNn|u&fR@`dkrCAnS%fTuRWm_1RjJQKq(x2E4Ho=TwG0`AAYij2YGqpt3?b<F0Fp8
zP6-`_?Ujg3%SOTbaP@u#(@rNEBPJ>cqzFr<hFl;ip|ew&5Xc*FrL8ak+WN7HBNu9*
zbi(mFp)#BI^AFXmQe^|gfd+W#2rV0>0Kc>~GzJr8s+S34@PdX+pW@hDN$seLz?#{X
z3#HZML>;5UfRrMfRIJ5{Iw_LDeGJFhRJ6p?N2vj2_STJp36o1ke387j^YTH);&=JC
z^<C}k{5RM+SZlWBN*tugt~BWX0f=xo4#-dtQYif*<mKp<S)p8Mmf|q2#F8K$h;bj2
zuvQ-@7i#DDsap>wDVqVdR!fyZkaG!ZNyv6G{%vH)@c8RcznOut)6{@+g4!~83NoLp
zg6J3S!zI9B9e;N?4>5-9>?|)6c6Zxs1*mdILG4?V^qgT<&A*DM2CE@vKmZdPvQs*O
zhBz3*5`$9`$~=O@Avf&9#xx6y@a6%p=$WdE5d=8LprKp$Z#@K}CTYrkC2FSG%pLGr
z#S(Q#sUhUXEzc-mJ;%}HOZ_O_hX*k73?+j_wr$NV(xwc3ZoeeEDf-?|Nx8@cVVW{u
zF0rj-m+dpzN>0g0TZ+rM`0QIcfpDFa{#AEWgA2VS2|3h5{2wJ99Vy&k-~PHgzDE+~
z75n>FrThOsY9LTLP&J=^$KM7UNuWduJe=8em(LjY_o2azbQAz3;0`^H6TN?7q7=zy
zNZD^8XhtxqafE32DrQd>*#Q+h$ku0nx2`tHRkI{m08}{<>AdwsKXQtJ#m##6@!Ja^
zt*>5Vt(7?9^#D@(bM+y-0Ls*py@d4Zy?u!q$S@f=adq%}Je@p~f0`P1dZ@X@xE^Q<
z{IYc%=JbN!h_vpj-@j%W<1u}hA^Hz6_b~Nzmq~G9n4cIM&i)_3z{2#QSN}giJ~3mc
zz0=d}m+Dg=Q#MhV7t@veVQRGp2ltTL&d2UgXY~=^A8hBvJ@)|qD`N|S(KWdoz?qC}
zJp#Wc`agL7D|<-DWXX=Y0TdR5iwk9dzL8GO4!(8qUaEh2lgY%IqL;U<$G}>l=u=4^
zFbfz1B*HSPBRU|2)pS|Mf3Q*fl1<BAI>KkXgHgskoD$(UlpgEfHdExHe-|preyb$b
z%mf{s;2%}mQDIsV7|N$cpT(*0l50i~YqA>65dH@cP78O1E228115v+tk4p-^p$%Wq
z(%@7o&$3KT$^?gS`anUPSQ@o~i6_`1PK%~M#kw(OGZlV)s1iq4Dd!?3n>qum$1H3$
zfJ~>HM!1cf)=Glyf)=p2Pe*Gy;mW(E4`q;SOfG2*YKb(HLergIktwdVFyfPn1XV({
zqH~IwlxwtLfi_VfoJb2rKp3hFBt}7S@U5~8u0hW^D;o?^J6WVL!6|89cvt$><X}2k
zZ+D#HM@awV`Y!yt@a^X`E~1@8lzn7YrM2>(?ZL=n3&%rnTEGzeucbd933%5(I)lz7
zFTH<paKys>O0h^W1E?aq^Vj3`5$u?RvMz_I&mq=8fpG7KB>E1MZNDxk{CcZrqgpiS
z_m!W-<Iumi9H@~@-toLF)!dAwa4-gwBvC;#SS>e2Bg6A!y9M1F6Ye05%J;wT6h5g#
ziP@Br>w^>PE5qIUP#B;%yeD{}IVCKCEKA1_@(#3>lho=N_4&D^TLb;ekXCn?sTF=N
z$uxTN!F!@m>z%VSkmj<EN@+nF9>-)>Dknn}+ef;I@Y28GYb_WG#M_#I%9+Xg#Dyv%
zM0|ijv>djrAotMAT?(qK<*ZVxihO~Bhz}wb^D-CXO8ATXtA~Ww2`I;JHiP-m@A~eZ
zkTo*|<O9EE8Xy^=R~<$j$VRPe`<T=Wt5<`R3(kH8USHYi3QG*+$-_qEwUSn}LTjx)
zbOKv|NsVRX+!lDWTFJip88(L(z-{>V1-p6&`4jFxdqh}7YMnnlj-fkPM!QzFE>Ez^
z>8iX@eROoFqNJh*0a10wz%F`n`N8in<hQcE)(<X=yn~EVPT7!3HgNX(DK63e!G8d3
z>14FW2j4TthPRl~Bx=NCC(!!KFEblxz`+=b05}@{()Ic89+oZC%s{Y^-HYd?Q?^l5
zK>!hEd1~1G#wFEY?9pa>%Sv%B#bZxmls_8qbzac(XY&EK@n^t;lw7&!S>7?02`&>j
z#Jo0cZ>B6?$d1gv$d%r0clZ9Y^1H$*RiiFY=&)D5SAM)kChlAMLyG`uCMz@Aj+Ht!
z{4U=hkZC}t@8v#0Frk1Toe}3$f)p^8cKK<`EZA$G#*J_<;6K3sUxqc3LGME19|iKo
zhzgws|D*^ycglWWN3Ip_=Ty75an&~d4Udv(2vg@aChyNS|D3#roxQNp+V!pAH$Y5C
z>mQTP!{Mt}%}{g_r4k%QYo3zVPR%ZxNO4pbA5HA)f}SP`Tjuca^0Ju&sLjzH+tU5x
z@|z7zbz%#tKSJ<Fp*+8*cy=O@j?sVrGb06K16ULp)oGf!H0|vEI8mslx;obK-zRYT
zG(<#Dtv?ccK5ng-BR1}8d&=L!A<!gJI+)*3!)*KdJv4XykM%7z{nR9Ow9ias`tnFN
zuU3E2E~lafwJ3F5w&J3t3$8Uf>_`1QMYNk&d7HInDvV8^4JHZCXmqX8e?^lX_n86K
zD3iWO-b5gI>F+2!q?3;_SXQ9=SXHVBhxc}A?Ut8g!?T<Dm`V0vMk$G$lBh5bPz<ZH
zJs*+B7XN-aze1;s?pj9T6oNB1ne+3X&X;r5^PuYQ?EkEg-OMV8LEek5Mn#O!!7v6{
zSEQUU_DT?^I3rcpLa8z%&_tCO%+7WMzebXJLWG3TP^B=GH7UX8_WLMAm6dRt-4|kg
zp;<LURMgbBO7e1ub`S=L*ld!KyS#1hi&r$KNjlyj`}<Y6ssZIV5=xp#+`(7&5z$A^
zA|437jH&G3FR|udEak;kih3udt%)-(g=vdr5e#TxQx~7cBa$Bz1@@nBaTz@<R|}NN
zVX#){8w2$k6kRPt1GQ7tIOTqh6~u~r5p26dwY~>ws-9R+qw%A#$U&0H5ZNNpt|3n<
zuIM?(3p5F@C9brIHN)W*&kL`Q5i~g0hs1HGYl(@OP=*kq9aH1NiXV0d#_SaamT5Nd
z;E$syTzxPEFc9sC+iUIoF_BBkvFEr@??UWqB?ksx&4te9`k(#6IPUO5ySV?nPK!<`
z$l8QN#yRbd>5-&Q57DBN5LRE;<r(ou;RFF_pH?oA4j&S-aZ@fv>nW2@;k#JsfL({{
z<#h!lU|E~feT7|ao00ntX5)FXGPHqteJTBJ{ZG1a-;6@D1UBoMbAq_lxrGCLv?PTf
ztDe}4DFUcYWp(Ky_T(|S@xPNhd-#gUK8X6&Q0~G#As(=}=1Qc)S!(*$+HUZdlosk5
z3p>u`nBq+lHYm8>45&QSUIdu(^F=l~zm|EQT2QTws)c0ceF6YF1uw5J!sfv^0Fkhb
zAKmi~n^k~@*+7+viP)sNfE?VF?mXw}6X8FTB%2RDL;26<NYumroPVZXae1zKLXUPO
zPKOFDo7Ehxygm!uHUAjx=u{#k;_eGdzw^mxIzj*0GKVOB3W%6lh4xkG%*;q?m7lO{
zX?as889Eae`WL2+j~pWLohuULk+ZeVV(;ZNqh`uX-KnBtQYEDW8DN+y_M4J$&CKW^
zMbH;jlaae05M-m5-53Pb0L$BplCeLsO?o%**YMQFTteKSgGzZrD>2?Ax#iKG#p-zG
zRd=CQMAw%RdAe}gf=tf!3S{Z?`ju%RjN~lC$nlpu?qZkHC$z^??Fc(X`~62tSZH4`
z8kC3d`ZnaQkk}Fi&D&uBbz)k1N^reCz&UExd(a96)-MZ*EOo3*^=F9@_IIh4GGJ&L
zp$BeHxtuU<n7Vt3u|(qr8`#Vb@c7pp?0uK`<X{|q;9+9G%j}RkxPwBK(|FE4qwMj@
zQXsmI2p!GLVt(%^sCv;iSydp#tP^c2|8k`?eregrYUI@J=la9N`HSvloFGwzWljI@
zE`E-HFG4F74QC|`#-;I7&I_V#*`ga>@%)C?9R*6N9~jmg3y94#4MZLZ!gTVr4Ajs7
zF#@h9lMZ&I|FUS@Ss-jyO=y=6_ls?@?)LPNK`88ca77e^J$K96>ZM)UE}c%{(DYXN
zn7@c<p6>12xS^Oxt-v%xGCNxLJ2w{HxP0P3=1mhTd0z#d4L(QqaEJJj=o(IvQvsed
zUBWLuZPC|q68uWMYZX#E#SZ+=;wJ=ILsr@_Qs)xHB|7j0l)W*W@#*3ykJ*CiL*)h>
zyTP+3=d@gJiM4&mJ(*YKeWcZ?ezV=dJHg#TLLqzk>Avo=RBPcHP`Fq!C+!ZNf%RVB
zd2Z~WfC@+@E(avn$OH1(^Vcn!5oeo4JDmScGFqNR3$;+#R*7_I20T63(G27K5hj)6
zJ&=Yg5|nhu@01OgsC0D7pEI^<ZIZHCFtcQ75#-TsI<(Ine?nR?G+<5Q@^jzK4;%X4
zH4#EvD4;=IGzxPdnq`^rOpJkZKX&q<fMa=y9BLue{V^6Cti-9v#y>BM0psff;$3IY
z*021GZp`~lemRS5@wF9f+he^R47RGlm8>ku7m+@2epr%%X$vq&iKKl?v+cC?jnb4f
z`po<Y{Zg!bqjnRYBSUh7F-+rj<2!5}rBvR(2ML%F&xaXhnzN;|zuJB!oe&F=gNNH7
zA;k;6OIl+F>C8c{edX_`L0PAjblkhsVm>!5j|OMyO9LT$YMJ^<x<9V}WyG@J!l!$F
zzTvh*;>o_?@}a{JJGC~H)9So+**7xN){dgDV+;JLJnNb}v4{=68p~MNAGtMj(o;u1
zl+eicFFX7=$|@`fSTg9LTrW#|l)`6rGZ)a|ZobQrn5YadZZ_I#r;q($^fto<zv9-S
zVE()Mhu8D|RI$zsd9}9DQeV(b?dTWRZk8UIEr_+_owdnZ=ty(mpS*h)ujQ=Cr(=;s
zQ#cPDy^#NF@~xCo&5_3m+2we8Aq(kFVTx2(Vo`vO_ViRq-Z$SW-z@zLEz8MNO*N4`
z`;JPE=31>;rHoW?8eA)|zzDegz9|p%X!pltmZwYYq-Box99F4K{9BE!#)A)El0cV<
zJ)<D1Bo+OmH0jc~Q7fwpy~uO#g0o;ti(1)D>URn(par}nn(0GEIHeNw2ck&%cUmsR
zGaIC#(l|4@ZteN{(}aMdkL~f_(l4^zqybeg>;F>#ol4e6?4NW5vLXH~HlD7<tpOaG
zE<6UcBR@KcLkG3o6y^iy=>v=QnzP)g7Q&l6j^7s?XNP=mB5mlDd2}(~D2*Brzr#&k
z`Gy2dGqo5;7pj!blm6SbCCl9tPP2V+A?M+O=S<>}V^z$462$zKnL4)Vzo9lS{^2;`
z=qQgSMI-J}w5sNZ^EY!t&B!h7!^Ce7xCUS(<gzM72R&4KW(<*9qKU&+C9NJCQ<*IU
zQ%gM?WqUFxeRt>a?qR9QX>CSHYu*DrxD-rMAWRNM>GJ#1<X^eiUA2Vtm(Y_QR^)%x
zN!7{HtLB#kPY<fQa3jh4S1L>D_y<mY=3@l{wZp?l_R#NtDjwSQREr6osV4pdsK!YO
znyf@cx<MoOYa2sphW3A5Zmj)5&8QcBe5zg(xQrhQek9uFkfqE>HD<=)hLhFx%zA~J
ziBf%73Mv3kHHeTg3TQv)BP#Vv&y8y5LNK<PaB2I%-HLF{O4>Pn=F?B>^sxi=iKbv6
z!9Ta64}oHS9cRA<Uu*w<C5RpsWWI59!alhrP+w1LFzi$}#P9}w>lZGzV(RWb$$0bO
zhta#RseI+E2RxGbUl=Md)O<)qYNB%Drcni(VPewT<YB#%t%uRDfLo5xx8T~tPWoFL
zQ1GxE@ON$t#TKXY8&S7Ij(Of;G>j5Db2~YhmDQ_dlX=FQr;Z<^pG8_Ldrnn5g4EXS
zE6Dt6l(XHLAB3A7zK7rp#LOa8vJjmUOmasAP>74`Ll|`cD|GP^kR=SkmK4^iC!$sY
zq3VkgxdZs{RL|dMiK#?voT~idlR(|8vrv8?a!D`)toWHoGnNPkFeLc8_B&5*VUx8R
z*EDdG_Bm6Er{Zz>0^ycFVP#fKsgFwslzNq1)m0j*L5zL>T96;Lq|FSX<N!#?`sx<v
z741Y0E#)74esd_eoq4&nH$An6utU%#@6=ko+?V4w&7}Wf#&hBM+=s6BQY)I8quK&|
zOj?)f2YH!%tW}x<24x~hq+_O%I`782=3R)T)p<Xd6B+WP;c*fSC^2{@cqzI0Ngq)X
znEH0`BX0}+NqI1b%IWB%`^EGCE$89dzsoo#EBtNnAfC@>6!JfN6-C>I<HP}*VokTz
z*W{Gv@<j2YG2~T5t_94p7g?217zd(|ACkQU#(P)H(PZ4m(+c-9-G<8gALOOE*9W40
zq-;LGrSu!D`goP7mmC<{c|awM5M=ZDth(;fw6Ns&9tf=o8R#B@I+xA2r`T|PByzA&
zzT@-|Ghs~4G$<fzJ!eG01h@xnc9VuZe)w)x%Gk}Xr6la9e6b)5NW<lw14CdqOr~)-
z&iFaaj*y$;0Z2JN>kwp=w_f2?_N+%<y0k1H`{twVB*k!IY`xcQpufXO1he`gQho80
zpU`bI<UCoo8PrVi<Ue+^SaPawr|Ekb;>WPlZ*_5S+$YKJ|4|}}JV$=HZJO{cDqc~=
zV|w47sSn>DRS^sSi6kKR8YLR{14IJ{QNKgDS0w1)1^i7QQvdlwQ-jd}QDcOzrGg@|
zmZ1J&l4uuooN9x>I`Qn{Ffo-CKdOx{pu8;5{UWxx^G(B#HPx>_{{z6PRZai#cRdd?
z={kHi2ht411yrxkWb*L%?e=>t_u6S|CRf7Wc0>w)PZF^-gOAD$6lm5v&l76_T>J>7
zOy<0&Er8L!OG2(d(aO@Yv=+S5=rV2GFj7pW--%X?{UL4*9Qe;0nce~FeXd+$AKc38
zJ>|p~`+f!NCmk9dh7KxgbE6?p@DyDZ+e{Z`iSzbX+rszXOl5UPZ7=3=s<Sm1JgmwW
z1O|z;mU+OYLwmHq69yNB+-uU3Fn2|2I35I!>p_eru|V)SLtvRtMiFe+dFSo=w4o4D
zC|stbv^p;Ng~t``Geumn#|KK4Ld5bsPXT620e=l@9{>ap!sBF*$%DGMCws-zLQi>}
zgs14(SFv$nL|RMLO8f{Zw$`ALd&#2ZZ0alSPG26%jG~e~47O}nY;~@FB*wzK^OMY~
z@H&~9b`Zvff97!K7Ik7|vwTwWFT2@tJ9K&6K*3j>{;ewuLqJZ$jkT*_b{lZae*mE*
zt{YCfT!;OlZ(2rJZ4sSyyJQ-*HP`#|xMh9ghU|)Q7}qy=pYq_38xDf6Oje!*!ap*e
z4418c^NUqNC&j#xVYgo8tfQy7L`d_G>|G&+w0gPry@7;AZW=;-oh(t)x%jN7V}f8D
zjC!>%uL<OIgJ}we3#X|uGAN0EAjkj6p*Scw7$si+f3XAv@_H;=Konq&fF^pcJ#_^5
z`ZK^O>|eUi{&Bb(*_(GMcm=79a`f4Gb=L~M7;bnW-``A4WG$5Mf4A@W33*YjMc$aP
z|L@nOlh-UoCp26~mlf9sW*|jbMy6aMJZEeEaW#>qbv3f$>iWWZpAz=!4RDas{o=J5
z9#@gg(N1Yd-nsn_9-@FYHz>BqroNii#@K$=f<NjM*GAFTos}9VTD{%**46%^&$HY#
zL1zIxhO5FagaS!YPJ&<v(ryOQv=+SOa`-xAvA(2=grPiXH~$Ba-oky}CXLYnf9=d>
zqG_be&4sCh(z&)Wz!^gp6gAr3IGKDLB`-Kcf$0#?CklYp{FCeu&&YzQ;VC-E`q#<U
zW@N{#U~QrlI_!TR6xjTy+=H?vVS!VJ&g_iw&vbq%TmkWW%iTJ)Z74N=5t8QHz#SQI
z6{<9N)+Ny$#a>A?!D&A{BX<7=GTIl+6h?H9FdEbsviSODYS6i|wtB><WSgXbe3Ym|
zUinP*zO({_<za;)#0Xt5TUQr&>?iBXBde;^eI_-Gu;_~&NmtS3GFFA>^kv!Bem7SK
zgfUP?YBz&&_^qgoBb1L0D-Qn6;|7wxyR@`oI0<e>uSO0us6$*xe_}bA^yCzaDhyIg
zkR++G5a!r~1S!D@bzwBfuxTludbS=SsDKOG`R2NAYcs|aZrX+YVeiDugtE!4cjoeT
zXjn7W{F+ViYac5t+O^h`n%9%|ZQePba&zWv$7w|}u^9#Cr#ZF2+1|Cos`~q|H{hy=
zk5dRFi`)9teGmdlLxGhxB^Oa5|1`(VH1>E79uT56>aH{hE^Ja6_{&_(_3<wXJVZ?j
zb?;pP0P_Z9QHE@wBvFQyR@3+Mut|qR5Rjk{U@v1Qz51i;_i6s_G71Mx^WPv8qu>1W
zx~x8w@B;?=XVH%Pol<pAe?c?oMZ;y}sQ$@-g;Y<sm;_iRu_g-XrpNYn=Khxqz5bUP
zP|veV7B#=QTWhAMF7;Zy1LU|4zPP8WpT?f$>(`@<V^OnJWEfGk?)34cL$(<zXiQyR
zt(he=Gw&nS=l`>K{`WjY67vK!BA*dSz$*r`V9DvV`6n$)!P$oS1-~OSp8>IsCnPoa
z?CmZF04Q`ejg@p;F?S~u?nGxo)|-|d&cEnp{o%Z&L-y<ki_Th(p7?!RLcw4l;qTpb
z??W0N$Vnh=?L6S}pM=^UY}II7^RoQH-LHnVCwBh!Hy7c8;6?KGxpky}`WtQmz5TfB
z-**C7qS;ni$o_OYQ9;C;4z~cWg^OKm|Mj<mb@XZ&-ff}Ix0aicaCe7@Va;6}<iCL*
zkpq+>ZXyF1*1q(Jc7Zggp97o|rHGTu1UEFhm`my%)FNt-xn4J?{JL0sAq4_0T?pR+
zY6+Yq3?SNMO=@K641@nzlirMNKo5^%CJBTFHY|G5YD6mIq#@^qNxZ%(tExwMUTN+)
zZaZ`$s?<_y;hNPjfVKKD%lOzb2YQ2B6`V^F9W2bDGG19;KJY0zljLezT?&^&3sYSZ
z^Dv{>nw+~BjY^d}u8xpV7EzU#1X?6BT0oh58%MO+C<T%i<`$^GvDsVj?VYpcTS&aA
z&SM|6(bML{%>@O1i!Eg8Ye&d<N#|Gzz8|oF&M<Q-F{whmI$VublfB-~TNtWPMu?kW
z{{&FJrq#v)Bc~;PH}@MeNYMor8ooKe>v7$(vc0Z;@kn;zt;ZM!edE9{^3YnYu!|q{
zGa%=_jU`giV)zrIBAj~i@mXP%h=gxLkrCVM>4Cn&DHbdi=qNz`4<NGd@~6OWKoJm#
zcjqh78q7|_&bA+|9353LYWzkRF7+?WO6@!M*f87UhL3D?H8Qgtu8E3=np5y;88~<u
z3q=XSDx`Y}NoTbuv`p8H&;nZh@<b>1VMAw4L;<rj?QH*u0_kVT{x)|j%^T_(&CaM`
zF5u-oNmP_cDl(Q$17Cmt-e{=HSxj~y=pFg@^T_QBYvb4NY}m}X@bbV!zZe)Sa5i>y
z47plKw_}$LGC`S*%wT|)Hlh-QI+)7Bs|OtHE<z_&(y_5MAQ6;CBv1GS3(#YCaud}c
z`c&B!8)W;)QePicBxN?gkGh@5bdTIahLFWcR&wtAdXSwz!+&Y6Irj)+D+Ws^-d}!W
z^C{eD=jBJvq?wMN3mzP|KfWSzw32<WxM7krkBP%kZ)!hT?M)=ENO0=>%6f9Ma&l7*
zCd_(?PT><=`&u#~0D(P5Ks?8#7>@n$-3ifG8NX?!LdO$n*bJuYW$b@ki*;>ld;mpR
zL9-!p#K00(`w~Q+0q}Kqvse);<Nw5NP%vq}B=ov1{&W}pfBp@!D{~~U6C>u~ia#_M
zyHv^<>0c!OSYb`T*O;sqjuF!)z%g9NZSKoD`*7W?{Eqn~8QVfiWcioI0@4{X;u#C*
z!3fTd`0l(ttbXOHa>TtOh7Me(;|?^l%sl)2u8pNA#fkMzfc0O&XPw93hpnZlOFy&!
z0L1pa|K5>v{&;^Vrt}{`fVB7iQh@cxljckFVDEK66B6gaEQh_g@&BacwEn+Ra{oe^
zg7&XN;lTlk^W!p@=tsA0%nnB4r=*4=Mo$r4$H-aHnKNirni)R&T|JB=8K8&(W74q#
zBs-0sXC)2Xm24)n?y-mj!pcfu)~NS7V^$pyrMF&P;8&wk!Z>=tXsCjF<95Fb0J&J@
z*H5AL8wXe4Jl;IW0Lx0p6<H^P%N4&2s>JBUR^!*oU~wApE3QRW)T%2!Ng^^cRn7cV
zM<}JQ;FfvE;a1}x`~q3p4X2oRhSpxFtgGgCVc9(TmW&^N5G`32)X3#7f{E;nQp~t1
z55&-b6%4!nt5~PnbU#tG%`{RqWg0##tw3B+2vXYfe2FTxNVE{VT055VK2a<wIIcOy
zc?Kt@&X`mIOs0C!im!Ril@M5;sWqq68&+J|`lye5OpTqkDr?v6DC^d}+*#Q3Y8>4?
zzCK*p%vJfAWy)1gCdyA0(4%N$*O*rQkE9bhF)O!bfkgJ4WF_;zw;Pc>{^%%&^)&Sz
ze1K7A<TzTpWeM78ypXg^^6m>AT{F`9KIcK=CcEtOHRY{ffc~f!iZjVOxavMbq@Z_U
zxnTC?<=LOw=>Bs+3<}Kxyf!x)K7-h*O5uoM7c0;L28uSWF#+mFQ4{6XrqMs~x7>wk
zj@9I=cg3(Dl|!U(1Y9%C6Dg=kO7!ATdd4DLl#%X8_8Bhe7_b^ldud!JL_FbRDebVE
zI?QWgesk743k@8EfbdxYNN51qdJRxJWRAeaPExe&&tK65lWPmX(2xbRg?`t@>Pg>x
zwcc3yl4O;8zNgO;+!s?8LKqI19)-+Bl5FDD^#_vl4@m$a2Us7Z!E*&?CN&{)Zz1O+
zI!!OZb!;#nFbg%T<>0}=+RH&9N9O6-uL%AXxbUIDOnBAEhbP<;{BQDwzFZ+nJ<-mq
z{XPM$P7x;{7c->KW1R-*Wlr!@tY+*$Orl=4QvCN!39c7@XHOPp%dlwztNR-QY3w+K
zJ*UqMN~?=kP8DuWT#5fckrHiZ$TKEVi~$uyP1U}zB7Z0a`d*&|6Mk#?7GP3`0arG7
z!4lrek?(^4zy210u%j~%Q(IJWPI2WtZmql5KM9*4tn%Hn-rh+%A}mv~r@~)SQUrWp
zls=EStN&SIR%xb;eTtCVdOhGH@+^yFhOj~ffgPlNHV3~n-b7xi1k)xN^)S8)%ilWu
zcc!v6=u_5DfTOXpftPp*RQY>O_aDIZBY?Q%J;T#RzLL$svdnZMmhn_gL6r&Pf{6c9
z3Q_WrTw7aw#MCEv@^B(JsXW9m{m1$_m|to*?7?TTUv30*S=m&mgKCNpVQu+Jj7j>q
z!O3O$<s`uQo_CI4iuYGX%Ihs@BCXn3fZ!L_k#gLsk5z?QS5WowRBcshGWbR$Ox`DF
z5d!g-D`@oVeck;*KIHJ9j8df(4laDezLKEmDX`;=)>q!NalmGvM)T`D7kVj`t*fvV
zgfDWf54tGHBU~YsuEv%ZhpPxZ0vAj`pe|Xy(;b7|Ba=8FAu~{B06i0W4&66LZ8igl
zC9T!mL^{&Ul~chQ*18!=R9N8M$(D{?)-9*CydMbJg@Z>E$r5>AUMyf`43^&!p`dW*
zzXK$dDa;kAl}a4c!V|qusw-*u-n_R_znh(Q#^=wG0jy2VIs(s@^7xdhiC7P<$sEzw
zg#|D*PiwR2Z-thDDspgLPq3A2b7EgPTXG6TRaRBioM)=ro)%<8(O@*0Mm*^b&RHaR
zMm1>9y`X!2_*1%H{#^J~t<Rt$)?itnBF5s8<i)S60O_;uI3U`ncJ!u=ffUmrFt<}&
z{=(>KGXMbni@e#H=KX@d>cc$4xlv094lVg7b1!uDJE`bL0~MwUzwF?cA_xkP-a(|X
zVd^`hFz#~H>dsfcAyC<JG7PBK>D?;tENIpD&clezX|KU4%qv*|7LS+g^*)YB>SHdj
zW)*r^y->s#qY8@}Nfc6qrlDtA3eRM1l9W`l%{Mk#HAuEoEm)lfAd@?sl=+5TN=gzQ
z90R<0_9N_emADK8!J||V=3(T{)y_yr>#<V+bQLzN%d50j%!I&XM{HAh7)HsG!(7`z
z)R)osN}``%?_S2mn+P)(-|BUfeCu!o<a6%MGUTS$gMo?CFnbEHY%xwzovJ-sqX7ce
z`}dlKZ5q{x=SdEnm<YqaRws|}P5mlGUUhabN{T+Gm<a~%!xNQT+(w&&gV%6C?=(mC
ze>~Ce49r~x|Ic71D}{$xsYT`zk&DO9pZdos29Z$0yG4c{U^1u7^JQ`dJCDD6#r(~8
zhv<on_qz)w@J#gg>`gwM5eJ;t&$>)4J*z!x7}NtR<Oc)VG=!{@cG*|YvJgp$+a|x}
zX<Wf!6I$<&|EolmU$!+_K$2$aK}g9qBD8(i3!{aOK7SNjksOk^bJ?*JUfTb~^X2V!
zyu!l!X$&uE$<`M$!MwJX&0=o~)ScS|d%x~zsR9RqD4++HWU~FFxcE9qI!EBoE)lAf
z3kG2DUCeom9pT2^LFd%cVbp8fM}_jd>V2VFVqF<fY2b0`Wa%J^K~qU+l`+vYH4ppI
z5M0rz<>kk7+veyXllfw*FRL{tl=X3Za5SCwLlbEw)RL?oL<B|2oVpxViq|!poAs_i
zozCi#_?(r=WWz2ql95WuM??}k{Wl_=2NYZaf!6aJ)zWR(U021c@`b7KF-^h<MGT<n
zyzwo&<C!X=cZnTxX2DW?M6$DgaVL>ryVLp*`#%-OzHx5Oi`BGZ)D0XqE`?DAdycsI
zx*j!^Dif<11Ku;0=%gzF@sHBZLSCE82Db3(gX0p_fBsZKDV>#^ZmL&kC==PF&roM>
ziX!`xOgBv)2EgC6>XA_tmM;9Cc5zY|&FBv-XxpS!a26)xX%zIdhJ}Ehv;Ln6yC1@O
zX6P2X6Q5VlHh|-qYK#`qXGe}O9vGzZ<I5KOK&uq#lc*;-L^Ow0gfR{H76-q#i{}ol
zHKuQNvT~0uM_0;^c8-T=vVa>>#jBj{4clOU3q-yX$1>oVB_k?Qhr@4>9wXJ6Sr6C>
zV>r3(G_z!JWVr$%S{#j3$%0T!OLNs6v&E}K(M#)_Jxf8)Jf3UkRCH)1bPh6-@Lc-#
z4`A`MA%yGtnP%DrwYsRy`5|a((5ZH{_RYuAZFeNboX`_vgr;L<ef7^yZ{yUm+Ku6#
zrFV#kWgXf9q1k&&H|LYLN!kPQ(t&7=nNi!=s#pRpnqbCk;tHnkAq=DbGa)YP81Wj>
zt5_rhJTOf*<&7@$_7(yrCivc8t;}r?QaRaTW@HA8*<9CJMDLiXQjtr<(BX#9{>Y##
zeqr%Z##*SorB~&<&H(?Jfndf%^#|K`84+zhC1l7`CrkFGz&ajH-w~Z4ezfC1@UQC8
zu%aQF`HmkYILM7ML=f0*9^oP_6L3XjsQLBjVdxKZa9>zTNB5lCsW$sH!h3?oz_Ny&
zoq@}BH8lAF^~m7lcXsOVSE;mO{$!Xv!M)GgSZ~)ATJ*xvWu9gAI9lCH9u;)-_Qr8y
z89y>$p9rH*fXBi2+l_MV8<~Xl)s=I5e(tip)IU5d^qM76g*k6==?t<@uvhKqxD=YT
zMp5KlK-3*x3$-t=t<EQZ-Xte8b={yov}D{FOzb+KJG6)jN21EGC`bJVQ0O!X_@{Gy
zClVN;`Ef<^{qKJ{)gDu;6be9A4q%(7YE5@U*Z?iXodUf74p}RL8axpfZ!ID;|KM@a
z?2UzaldT$7!e#9aRAlQOyGxiUeLTf+fwu=fui&Ihe5-+vq$?>wJctomx3V1!cIuQy
z^#J`9NB-tkab;1XgIUEg^z<ZrN-I~iDCT$Umdl-ZXbB|;aU?O4>lJhci*}M+F3f;W
z<XlMOWDxO;c%6TNcApW%*oZ8X6pGN`a>l`frE(fyC1Ya%tTDbv0l=wmbuXlD25x4C
zOy=58Nr$br^}?KCdrIl7%6T2|${Bw6FD59PzC{fRo-jg-q?kwU%kS4My^ZC|A;+%=
zGyMNAw$3sruI}CPjk{}bcL?t8-FV|J!3hot1SdE_(zt5_jk^T*-~@*d2p-%C{!YLD
znLBms&V1N)`de3>>b*~&^{n+<%*=*ZPaJoi(N(QE@t4eY_N+rIljATDR#x;y4-wlP
zp)J!yvh5`*dxRd$-YWyt0ZfnW340QMotCkt=|6V7FCiG%ds4rPRpVDu&*$Cl5>Eqr
zjIRpVYmu1A4DRXck*ja%@Ci5_IZO>TPzdRQv(4nea2B(Fh)rwl^of$?c;afB@buEq
ztmA;yAEALrR6W*Xo4W*%*1+t$HS%q?PNEnqzMGF?wT`Qv0c!QXvR8b0jWmknYk$CW
zrbp&hUCFcWv#W`xI1~s+v86afKla`&E!564R8`E?-eEdC=sk%C&lI$kw@SW4-Jv1)
z&84+Eil&trS4rzA>B3VPDddw9C(r2-OslFX5~o{Dtd(NmbjZfx)Nd9yR>7w8s2}&*
zf9|>tzONOz%h~e3Kee6dF{DUD9k$i2Ep`U&BTs%!T-3}|pOsMJ(JO>>L}FwnBfJ*s
zvh$x1qA~pRkt~{W_^G;=*$e9K9)9;GX<%vPC(5Kl6|u0}Xur+Tr-a{kjXe_1x+B{h
z-DT&3%A}w3aP4Wb@Wq=be^Ru^so<#~kIddCR#L_eZy&ddMup*&=wis5Am#KplC?`5
zizZ{f%JJ2$VB9V1Jsd=Lw*}?cs!5f02=HNUI<b^A8r$*Ms5Hf`0y*T2PE;Ht-h^UQ
zfee2Jw%r{*@kuYs*anIa3`rF~y&1N<Fd$()Z|Rx6$5c<`{VgUK)gp*K<eB>sQT_H}
zo7075LOn}TM=jjo?KvSPOq+Ea_=0~LB>viP)ppwUWD-2`55N|dx!fepJ)+X;?(8cX
z%ox2bJ$#Q?fV=H<^;KM73CDnFbR|u1*kcAqcOic%iD<yncrkO~n{k=#8Fc|rklp;?
z&*xj<qgmhSI?vcDb^2;hOL-DZIiJ(^{Zz~|&&m+ETw7=nwsYtIQnT<==Q?JMm`{{T
z`YC^Z4mTjL|1KXR$4YFaGL78v<->9?lkVV_iBkWgl3X-Y;{w6$RzxqrsilSWsPi5S
zNdwViA#m72%+D*3$rzzY5n5}gbS?1(Ujaf%I;Gk*wetJZ6@;&6uxm1Hr@_54_4zfH
zJmiiEW+o7VVoI`@2rFT=5|7%Mn$x+fdlUKNqN@A+yY+!lsT%)xy<(Al)XPfH4w?_<
z_J5o_kVOT*a(@rCBH**(k^W%H3sY~dfU%o3_Dz80!vOUt94LeDU3*oxEN0uq1Z)>}
zBt<poQzNHq2kiia9qhi7dB9|QdB{VW=A<@_8u15jaS~0IF&?+wdzTBongyGAyNVi4
zFN=P4tadk8r!)6##*BKL+XkZFbV+ot2549tt(7SzCsD>=XJ)j$j=lOWq9RXKES7^c
zCnX@yEWe&<1^eeC_tu1qE2RkemSg!4^0RQZ^9ZXbgFd%l%Opdi^*avrRJw}0aoq{U
zdSy6a^t<g#=@V^8$?4snC(xFk)|)5AfeXtfw5G?$HQ}7osDd}pyA1Qsm9;^_%rVx|
z;}sX@hu_5G1mU=28rsp8XGG6fZzm2%4#TL0i8@MFmlygEZ|f!aax7b=N>=j<`t`lD
zWOt6Ew)uSDe6v(T2`}S-hm)M5(e%nAii}UJH@y{j8mvFKiBRe<)VF_J^kxj&)K6WZ
z3WmW9O0q!tcN&`kwkwG5dnhL5V?1&P{(j`%f(6^P&9P}I>yZKJdL_J8t`VO`Z}+sG
z2zu?x>r1y+Le|{xBA4H-163q-CI>_nXzm>P^xHKQn^PCY>bBlMq-s2wR{!K>F)RCG
zI`t8<jO&e>Ik$u~UBA#`OTvUUT|?ZRky@F(8Yn1YF_0_xS;0YB`(wuGgy6c3>ezI8
z6!2c+7x$y?8^f47aQ@`#M)HRxYG_ZD<NMk{*X(;PHS^BfKjJNtQeHp0(Uz<aa|jXM
zlZ@e6OUSb~!UhwTFYTF7Db>ubqi^l{zCR{;`{#^aW}F80;!XhCUKrt0Ks*M~jb{+T
zvMkrOWMgy6Z{ePvKd<-uufugK?suhIS?k;<YNyvD_ae>M3Is(ZTe0g3rvj_a$IEe(
z6{!((RjYM`PjJdY(j@~Y)526qX-cG_byH;EnlD48UwMv#?)Chs<!dbK+TYbYQud(&
zI~kXr>DT#8CDvd2KQ8QrI4m0qoNgNr>`wP)buUr5zXXWZK810Dk2t%FE}oB8(TUi3
zH@ha4uw6bl997*2wFt+oX1;VMoaFzgI2|`~TR8~~?#D%#w61*C|D@Ho<%A}QCP5iD
z=!V*Hj$^f9bo4>X_4lffN3`EWn{C4`YJI}Uk}ISBke(AZv{ySE-3giK`K#=j@0>VU
zbBNu>>`U@xFTs=W9kf4CqmL@2|2}n{GR{vT{=)egEyjaOQx&wV7HjR78t44YF3X!h
z7+eNKFVGU!P>fXnDr`3Fga~R?lM#7UxVcDtEQuN1u9zFzs?w>8uG7qOCi$ahXChRw
zXcffKT-h*f2l6G~?@n@ww^&9KOqMfcFMD+NcGmT_7%<rvb?c}_#WI`skV}>$ME{Jh
zM~@WnG`hqLvh4fhXfdTZ{FyX1IU(w^F1)^>MEeJeIMve)QmmeU$n?f}c(w`3w}e(4
zYqDejLN@}*Y&wlF4b8bhd@MrW&ntpdbSm+?5m4#n`PI{wDE%O0=y2<}`mICFvy2f0
zJx#7hj{j|jiSI@c8)L@a@&Gq@Pf4F4%>&Lk_;HdIrl~+iH4;IH6YICtG0zOlHbTzb
z5OagKqjI+&cIof<ms&Drcy$7i(d_BIZ=LTHzxD({1Gw%y?_wd}dZf3ycrxDPftsyz
zfeI|j)JfJ(<w|DN;!4~>C{m);&@#PieobmiHN$AAB9~4Y8_^ZnDeax{j#ks68?|Zt
z()_zFydf0u{l_mbrpm<Z+8(f8<s@li)cdg}$4h6y2?2d3^#X?C1b7E{g$@ZnyEq!s
z>pTzkfFGttuvCPhO|EgYPNgPo=-fPoldn;vVCs0W;^RY95LK>ZT|-4>t$?#j#8*Cs
zY&%evrGQjN5Ujf_z<oQrmVM`yxuVJ#mfuAdeaN~1+)5-FTx$Coaj{PbySCE?&yTBj
zxa79X3~}z$E!m{`wp=^tO<ori(Tso6K6zaq+7ixZUcnu*da>i^6mb?VV_L2h$x(q5
z;t?+mF_$EK@4v`~%sTU?e-UQr(jUAtbZ_moZOxx9F+`I!JVmitZX=8Ec5>rAJAc)E
zgto*Ivd{l|RG?yAnlI<BTCufissyL0g3_V;9(w7XR^)uX0JV-E%_!9xTi*_4-$2UL
zJjjWY2$5djQksrSzLi+}Aj6gVedrioG|5)LM@M{RC)&}8)v|-3Kbos#q~-d>282vT
z8&sj%(>sFn{MYYxW%wkDSLBaYKooTQA3(O76~wiCYc3im$-6C)`3v%-TMC&|%m!dh
za9+x=dr<+t7pCim9i1S|X;2a(IA|vpg&mZRnT{LV(L~v0Q$J~nH?%0JqYo-r(a?kL
zny8A&f(^)1zB=(h3RAp<P$ls_{jZnwg)2WT`09<#6W352aj+(Lj+RPAmHDia{{mfC
zYPl$Jn9XOYPBSmCJ7TtT017J*4>5r*Bb%|Xs0xfCg@u0FCygglzHdJQ4lhkA1&`)w
zTbFK2Lhb*cDh-b{%spJ2-=TZ*^#AIB_fnYW_`P>bFM=y<{{roZWn<#;{&lXht-F8Z
z1$`;(&g%Aw;_KBgVU4i%T01^In8vt`<}1@(4`g``Or;|{5ezL&P}D*uG|$D|cE7sT
z@AF#U8s?ysdht`7m6LAxE#|OeBfe9Lz;qHgBudwPLrXh9Tx>*FV047$lX7u9_3xL4
z0dUd(BO5A&!Vfyt*7a|_<-FVRH<$0O+#?7-9e1lBOK{}nT>X9Zv`L2q>Gks{rcE3F
zVAHfeDwcpD$?M7D?iI$h>VE(84*)Gb)i20A@CQe_;@A;WBr$+6Dgfq8k3qWdwF+xw
z<}K>r#i~?~2>3dNIuC~()3{xxOFSNt`zu{rV0Wc~C-zL|%RDY5SG<6)t5Cw%IQkrb
zLc4bMx8VK;Vc}1l;?{}<L6%<)$e9D0nyNhyXoid#p4%HUvooPc#p5GJCUCqmRKm3E
zG`NY0Pl#6Mnb~wynE(c<rD0yGY9>F)`Unk*p@dLEpw72gIF4aGCxhhz8A9t`kle+1
zupYxy@hz6=2<W}<e;x5zi~K*b>c7(J|6Fmrdzx~G_J<)nhS6k`ljuiySJGX1$V3+9
zbtssKkor;*dfCrem|$Y^m2e0;-5+1iIsQMx$Fqp6>Pqj^-3B@^D&!%AvIrnVtMOfE
z832nqo3C7_#C@j3{}{dSmB#JwE}kk|zNBoMw6xXLeq&h`b}pK`oN%6E*VsZzKjI|+
z{8W0OQBxS7I6kK3x5~jk2c;B}nrR@q{OKA2C;PCM+;Pw@%#`2W{BeXjhGjL3tTRMl
zu^_+=8u`5?##Qb(h&HXKbc4o<R+Rc7Pu9@EnmkRM0RCQ~&+arG+X$#gFAdkt<N+E1
z@KplXk<HKx$5G;;@{{GrQq5db6Bb`3zm3OYVWx=NLa|WPjMYkwW3Y+w7~Op=G`Xde
zDs{BXXa<Twm^q$#?4VjSnG)jt20JFSkBp{BJ;lq{f15Gc=|0wqQ@-k?n@#e2u%2Bz
zF32`R@2<kUUKaPX0R*-wMXn|s6ihW!QtDY@xy;6;lPtex)1q{Gie#NpleHC-ZP(s$
z2a+gO;0EAGsul2C-!Yov&sLS?a5c_06VzJmjPf=q5JGV4+%4HSI=;o`1U4_{8&|}*
z$l*D7AQ1+(NhF#iA&M!`RZDeyOCif45f%Euh4cT$mHe;Id_blsgv8cfDWkT1>q&Cd
zc~v92*e`pHq4@z1-OoN!{w=_FR>nOR1YGoZyCDT#a>V!w3wac~>9awCb5vyrF-*Z`
z(=#Qvyh_B<W-aPq?XWCoZ4g+7FqR8|ZI<E)$%X{I-<_YI5Fo8;3MEWdfH`v!e(m6%
zJ7I)ctuRZ|gu)sJj>a{eD$irxoAczUd&%F#C!bJo9H<DKog26S&z8^j8!}~Z_9k><
z)HsajCdxS85Dr<m1T$z|NNe-FS9{+cMXweGQeQpBVD02ltjAoE1t3RRrAGOZBBg&#
z9PtY;zy_6mpU^RBPEV)h3bnY_$W1y4e?P2_MB^(Scmx|S(1BNURX~oIAsAe#Ed6xv
zQQQ0qoqT6@eq9^#;MC7l@8|~*4jnbTDYM;61!DRO9&*K68Ib}|*y7XhcOkMHe5H_~
zjJ6^SWIF(MI)nY*f8E@FuLPKbw3Ki|KCzgZ1htRL{Qy8SY}=16POxlvU1l`HG@#2J
z6MSgZU%OeiF!(#14WvqT`@FfegNd*C%`BkT5<NN87hja}$aH4Vt(Tm^8S?0}XT1aa
zxfCV~N5a)qiw#Qr%muWE$fKvQA*o#A25S?So}OLr9Sy((3d)3-#y3noIc_@|w3g&f
z00BpZTT08J$2k^w3SahiB9%aX=i8w2hs|Fd2M<axA${<7{)0(1<G3+3N?xGnmemhZ
zodALMebcF1eB`jl$Lj|<QazhR?x%(EeCh>5E(h%&ai4i@6aYd2$@InLxcTK3#f0JB
z7I~0>sS0I78$r62WAZtK<pXpiBQdYt0-l`PV?UKKQVl&n+l!mq5g;-N!zY~nRi-`W
zgn}UINre|YqlRp`3~k7sm_aHh_t`ktXqG_%rZ7sX+`_t}7J~xc<<c(@vrBrh-K1IL
z5DC3AazeCk+ktykZR6kKbUSJ@NCSVqGl-{WJ4SWAB2*U1OC#ZnAxd-nRRicy9eIb3
z{uhz5N1+0Lno~r`fr^_vcL-=aSDVApX#pkGF3RKmsvhw!qG{Kea+U?d%gd(!j`(go
zPDRkjw~pS=?$d+<9GVz{h|;&Ja?c{#;?na-lsV=PXp!W+*=anGR>jL&C3bc&nBvzW
zTgrz<S&zM99c$};9@CPmU=8<D%e+X#G3LXCdLg|QW}ChY0M!sL^VNwB3cYIMTq)@X
zupaI&@x(l9x?MYB4D2!<A;9&+{mljoysh-Nk@LxU``*FyMF!XU%M1Ou+qeyJG!p=#
z#up$p7%ipzc__Zg<L`@H*sp&8e*%S{{{ifS-H};wWgff3#Jpc{B0Khj_Za?LbhEdq
zVE?ZFm1Q+#){)0Lp6QDgfds|T;PO8J@~pOm8VrqyZJ|(#Ph#_gg~VwvsoX|EkB%&`
z>|(#clfVhd%5EIT<AWFPm;ejLExOr5DYLS(eVuq`=wELM+@n+gI58ks@s(w`{I8PA
zue}!Ne5so1(rRsM_p}4Unu##$^i#2n*y^<I;Q3RJ-iIieOVnSlqHBS@f7gB;v*Z)!
zu_O52F8Ba3fZ80KU;%vcGz>>f4BdM0#%~GI+=(qJ!LR&5%G_eibSygB>AyR4OPUmn
zeu}r?a=nA|u553!Qqnt8h|SghP0lqr7i-OoFd`@58C4TyNt4pbIIpp0<lXx@4T9VB
zJtZr>l;1?o&6RR~gMK+;w++h#<X=PAVd{I?e7<H1ar&iYt|rO3LlNT>TxdU-fz(B+
z*kj;{rks(kgRH*;@@UxY>kk$8Fj7!_hYlm34zuE>7f@Q_*%~o-Q=a_QuIt9pmVm94
z6LH|wA!LrW0{Kkv=ewI2Kv3*O?C58&i+e!=dR1<37uU9o-W&W#T+KD%+z!{aQ8fkl
zX)vzFODf)TTJl0UQ|5v(T2<eIOmE{Wc9!iltb~4!LZZfSweUM$w1b&xgO7I+%{@uD
zS7Dki)caW?nULQ+3456LMAP!jfmvX5=PTb=L88<S&G_`<H~k_Ffb=g0ZwHCf=yhSt
zFKb00Ut+vp>cYsWA-IW$7<kXjYhuO39WLstAia(ldSE6*9wJBPu^!spnlOR3y{E?h
zH7=6Jl${+Wi{hrr*o-|)*Uq8#*Lb*2e(q;;LDJ@KBN`(8#;1>0CQ}yFhDy8>6{$L2
zgiZIP!eBKse7W|3b@WmNqfuL<(jmJD7{7C=25vGOi1xlWmP2D8RD^CHi2C~wYV*v^
zujzmPY4T7kR$n})IXz!h_w@$xHx`@85&iGwKY_2#Sm@)ga0sO{es;oO64IkWdYYOs
z9H?2Ssx3_4@j1v9;|&P`GPb|Z^&X}iML1pT|8{}=>je34%SH$XnGLxm|23~irXoBb
z1(NYGi2I<oCa~~ihIga&#YUTA0G-Qg8~BDs+%Dj9Py9+1KoMMDFNb0^OP7-`<uU*7
zm^!?XE}Drj5bbJZD2xtAa)RjJfo7I=Kam~s3m00S%m^S^>Kuh~n_mV`h6YoZ6qn|2
zfKN#JPye>j<-VZ@75YEDwE<l$+PkeidCehazYAr)3eSl@qY*~5_QhlIEj{19(3|dH
zArk|DL=|sxM<YD)O{Pon6|QKk-0Kcef|e3Q9X9uTzB3HPfwGGiu2`mUhk<HzG*vnn
zRJZY<!2l8jV^fCoaSp}$%B(^tQ$%v&F-(>fj9};&N<|z-inuZMu=)<`bTWi3Ur9&<
z9L^3qSm0`6P=rp2H#HI(S%L@n?aMLCanzLfYphuRE*=3;n5cGjfoFF5S)3;0vUGV{
zDGk{Vu_qCmoxpLxS5WHw1f3&#Is#*nu4|K=^07Bk=0V!<>uzP=ku6lMuBvn}&MSq%
zXL_j`su)b+&+rZ(YcIRQ*~&=jOY|dV8vDua(zbUff-}tWm(%s?LMo8D7;?rBGgNb|
z7#1`13kNcFy!D3hSekdwo>LCiemj@_jV()Ke9_XSg>G2(jzo^doWsugDl>69f%+?5
zJH0MYZ%>qo%p$R1K=liJr^4XP0L8m7CB+mkAX83eRx~~Q2a_h*9VD5JiM7q-FiAr*
zx%0&_nIDYUcDcE?h0S~daNzpcTU&rYB#)0<^t-4OqE58qic*tFb)_L|br2HOn=7+i
zrv)eSQi^=Af0h*Q{Ws@o06=1l2<S1lP=%WdkYo=wXX-w|0TsOuvPkLSIT&|O0>>M0
zE8*PizKzIXh^I??D4H}Nef?|8KLAGLu)NOax|6JVY4%9Eo1-^dV?Oxs=^)sY0|L^6
zP{+{6@R*OB_(qE7)dmN549KZ|_dPTI7ED*0#-^($6eRTz;3Ie(tiXqn307ktjI^(B
z{Ti&nf)tPR*Z*kHc^t^kN*s&wfdfu)v*eFQW_F^FSF_sDkFXL1_$$<Q&ewLP8+0NJ
zu>s9iQElNZABW%b*n#x@w&A6suX9SLbG#j@oAS#jn-%ZgRC3w(;;|E!r-5*#&qaFK
zdYSUC)RN6nn0O@+`Bf|X8kh)T=3fR%4|PBg<`lQ90dK0I9xIqLHj?@pS-wfoOVC-#
z#E8F-Pyn0I&%q&H&nr?#1MHtJ*9SY4IF>kzWtQ$r;>wJga=P;{j_lOZCV0n1v9B#V
zh-cLo$r5bHZO4fT1hRt-AZg4B+H$HqBBbtY9B!lJ$+F)M1MBLdj91CMXe|S|s2)Bo
zp|jyYT-^e>3BFR}V8Rar&ZtmEEeKsWDx>zS{<>@X--8SbsqZnVi6$atw_Ak$D3rBM
zk8QNkA3u&M;%m0X3c7z3HKHqw7RUZ*cdgKyR#d5Jy`WGS9!f1tKv1A?p~J*RjmPLB
z^5t!yXvd1vuK#WDr%VVs=U~EjH<QiUuswYz{n4)|C9I*BEMfy`0vs3OGo3ts>2WX+
zhy_@Y!C_-hPej1Si2$T4RZl14!vN1kGO-)OV7UJ8ZNw^&Q32*H(ycc?%7?9aS5BnV
zd3YkZG-;YXI_p%AER@}S=iL{@w+j93?Gow{j$rI$2$P4xv6j+l23hY`)XbJmug%a~
ztq$mh`#;Y&oHv&t$tlrGx<(sXxs@gz0ts2SGhOxe0R+N{pmJRv7nBb|K34<8O+4m`
zH|5QSj3cje!IRGTa8BvIm+D#FnNg?_6XA$S#ds|0P$U~wza|e7=f&fDaN-Br7~S#8
zlKk-4Mpk+(`8nAJOf=|lKQ6j9s$|J2)=G^s3eN|jL5#c@>mrvdo#+UXCF{m@PJVO_
zeSNlh0gO3Fzl{yJ<HvICjrHo9zPTaJ%^Eh(TVnQY3a9xL-WgL(sQiy)+=~0(^1D-~
z20sEQ#(SXWh*H*N3I+Jm^)A_~+p^SG2IoT|j_<h+L}>_&jYZj=Fo%e<ok_k_s%F}K
z&*3k#ZIsuuO`WSz1xGuvtG|1Hr*yY{S9elQ{5AHXobd83s)3qG-2O$GkTEA-rC3Y`
zPa87adP1>^E<aJ+yhNAE^hQZI37?qF9+XQq8@?59S<}URrp@2vUtn3cB(xYnv^uGb
zb5CV3Q~sq$Co;*6D;sVcj&8UHPKmcHOlTIaTHCL$3A%hy;!^md@A5g@aY}05C0dw<
zZdw!V+wo(@9nq70P;neK)05WkNy;@A<dzAnZ7z0SD!!y@Am>+I@gTl58T8659ve~;
z77Z3kZWl-?gKa7s@r&l2<&(ne)W+iLsS0DFlOHQZ&6KbO$;kQOl^uIu1}N9L%%+|_
zg;Y}yDF&)*kHU=Zl^l{NV@<wLtrfv>5jz5A{VgOwh=|##ud}RPV8~&U41cobS7upT
zo6xg=N5?eu1RLmbHiA>qa3LAE=<N0$(-@vG?`D79R_U-#y!bWpaZxksps?6-lR`W5
z90T4nRBEMLUj6K6UYE>$v8h239J-;F57WappW7;Ci;or$PcfBhHtd;uTLpgx3U^{T
zf2Z%GsI5X$d3!4I5?E3VN>eabF{ejiBXZ(&s@$FQ*tX5Oxi)0+fj02(PnbX_HTBiN
zkirspKGMWFqJv2tET<~sA&8~}t(`<~?^L<GJh}e4+?r&YMtJ0hmU!7k3PxP0BoZ~W
z_7=!J#u_-D*HzRjHr7S{D!@k1iASp?6&t+t$zPYfUaR>npseysu{rOK1#)VMIlZwi
zw-9*-_VVIHd4<+ao}qs9w%|PBn1(c&m}1PI{2!k%PD#hhPLxONaDQ0C!gtiLO{3Q&
z3Nbte3`43aT_sZagq*)^HOGbqpxMEl4ffmXYevg5_ImyR>DF6y!A!=xN7oH2reI%?
zx)quC@bdcR?SqdM%okadVJJ_bzB4iSuSjCj$@!`EDdlS5+EEW)LG(mUj9Laza$As)
z53MXsphYe{>ySlfrdAE#*n}x5kLY!_XXNsgK&3g6a)*m21bI3|hhOupKEE4HsV1ZY
zmIai-t5c6V)Sp{q_L^dVO|DkyHPLCPA2J7P4fQ$}G&z5INcDS*^R9guAG|v`%u%j7
z0O=}c%TtqA(oh_t20N&ify3h`NLlMVdJ;UJf-=8I1c=2Bzt9wxe<_I@#AL*?Na?>7
zilUptuG2V4QEfMHS(PZB2p&0oM!|F~j~}tNj2_lSsSe&}Nn}ZB`)Gdj*SWEV%&0k?
zlxi%wxBLw70+oEH#ao_m!9^Rx1aOy4316~j{D!@1Q=BE1RdB{>qv9hl+WnFmRQHk+
zprIke^|&)&GzF5&P)c0TohZ$1)%5pS$<%|Xv9pZSYLI?Zl?A6Fyh^m=o$8z{uVFGX
zqK#<2iJhjSVk9wPuf*;nR?Xl8sl)mJNNPIVtx1~|-4#4(s_JnMjd0GnS2<k&ipL&T
zZJ-}C85t2>TD-BgL@_=oS9#OKr*K`dO=(a=2ml2CFg`=gzkEKzD>E+{UYas>`0&nU
z&iiLnk<tu6fT)RTozEIoan?#y{W}ltVDwiUJiEBpX}el|_2%iX{APy&;4HY-Y+|pL
z#bbpjzgNQq1%g$<25I<(azMIK(kF!{k1eex!-i?GyX8^x5Q6P4zCI%pK6MqGElIX_
z<S(8DrW(;;u=P!RMQPb72d9fuX=U-Z*2K6hOueJ*EbuJw)f>*YZg{DA;#amH*>OJf
zvtgOEyg_9t-EQX^<WtofX2l!AUL~Gq#qgS|j1!#KvjbveC#weu-Z?yJ`03I@$?;lg
za8e`m!L{j~BwO<wZP>Lbx?E#<3{BCVPI+TQ%vrHj7{ir6q_Duuvk_t3W|Y*cQbpm_
zqc-(#N30K*OCJv$dcC0U1vvO_4=LQC;8qH#v+TSbNU-4*I^!xoUKCj#zjPAClc20W
zumEko=<n-^@f+A)hf{k$I!i2yD>q-#H0+zq4j36;3)~I8)NQ)bwrYySdwfJRSbE70
z3Y#o9NBM~5q5M{#GyWa|sWdmMthC_Y=@7hkldy>U2CRbCZargANenLf1@^1OX>Tj4
z!}6|<e3@}EB`CyHPsy@vA6v$?T*bXop%wdf?ENO8z9A&zsrxdGGftL`@9zAAsxO|k
zXrF{Gox7tv^IYv2;|(Y7K3WQpZnYTNwAfVoOnR^45igIwMh&v>b9nJq(qL5mmgE4l
zAgex2Q44Wp$q)uFS~g&v_MXUB5e>a$UhJW*8HPGBY1Jyrob36mxKn`V7~aPcIvu~H
zZ?D9)Lz+l(J0{?JEcD=V4TY($OT7xxAe^uAV@6IoRYtdVeD&Tua`ms(6JG0-u<r2e
zDGzD-_>fHlHxA0oPhZaM3!}Kj{OxriNw-BxaHoRNvw+zTjc)5TF49fkkB!|Tao9fd
z{a{y+Rx!<Qa_UH!X8gu6^<N!3klfE{Jc*y9JJh~TI>uA?vB({)ORv-xyhN2((DAyK
z!6SdynIG|HP7$7O5qC1%Fg(i;5-+0RQMso2=YVL@9JHbK5So5Z3g1d|W!gBam2M##
zMma+Ut1;pH%6z?5XOHHnL{GywJ4_uT47Cg<94Q=s<J%;wxnb+7`ErxUPx=*$@0`I^
zz-_2_>IPC4I8T{yxnauNY*{cpSq>TQ76P7l;#t4TaS-YYM~_7&pqu>6?~bfqeQUtr
zc5Fo@Biy;M)EnKyzcJNa5CFV8KV^;RP70vjqB2YjD!%MtXT{h$qZz=D)X0-|skJkA
zHQNIf4b*32py!y!?}$P*Xh<Tg7j8wP7)>=)G{n6`%izfqdD2uiLT`W^N^FpO{lXt^
z+Vzk}QA@jNz;E}4KTkS!XoH@#&aWGuuiS%V!%eoeZrl-1;=gNIDz-l1;uRGLc{A(G
zE_ssS+T<$5W@CU!;x+Rk)P`B~v9Yi+6y{&^rMPu(#8#*bo#E{-EyA^L->BG}P>~pl
zWrA`n$)e$1(t4xakuAztIFbD}m-?%Ut*wj;B3PPGG(++@)7p{M&rUWL<4Ig4(a@V*
zIqSIEQcj)1H>&NVaY-=qgbfdGr~00<orxgRyYp4Gr#Bb04O-MQcfF?v@qV0ZZEFaA
z04nxyt9Hf5TGBgxp0aN~U$m&Ux-4l4`K0N#K}UkxTcfdPI3D8{n9f~>m_<rHU0}Pw
zlZ;0NnuXxS*Kz4FGrpvk0*9S@k*4eo?wWz%St^|Yj0!D$t92<;B_LzOpQ@?~txaAF
ztkFxc_A=@rzeXI%tjvPPhR{VrwUoqcY%QTD?Vfpy*`VYA?>oD}o+-X(-EhDBlu#}F
zS(`cb!+FLS_Dc);A&+MTY{kbc-Ccu;!QNuWvgyKHMAd4O3{DoMs>lGzmu53p6*=>P
z;LUD`$7u62X=|*JzOMsL%HU#VB#9y{wY@sm8*!MuVVZiBd1+ofi^Goi>)?$pbFD25
zW|jtHdr(qn2~G~MTT93}lxfxD?d}|Y;m_yKAFI1DBPDo}K{396FN}s07DQpB&O?MP
z<@=t*gjN-%MY9RrzF3*G8lrd&9r!@@M$P`Dro28c+E=_?>M`@J5xf4N{!qiyOo>H{
zf@Y2UD1XBTmKKWCBk>#xbB!<FGSPMc#=~jC?{D=c!D+b%S=yk~(u&HVYBn)eup0i0
zZ<p!X9it!#M}sXhQ|et`xcQj?uY-%2d-R=t{6*5ERL?KIwKJx>$UD((OMAaFdU2~7
z*gz7^g$iEWmpx|->cO7xL9mHFD2O8)ng-l5Q4Eh{v289hk^6Ixx1#$(aq^L0r%zPg
zUT+NK^)A=-u5v&zk{ul7-ZisrA};0)TKdwjkM$-%o&rp&dvs)3iPn&5KmYi#q!&o+
zLdv^vONnJ?I57WVM{QWrPNO55gnUjFFNgxy6X~w(yYo(aLgX5YyI6amLTJU2tBaF<
zjqwm^zpo@EpSqO*cXq8yPItRGQoy}V!6_yFl<+rYW@!z1d_x}FjtTWKXW-;#_`hFB
z_#3YM6ItZrmtP^px2J7C4_fP*WZE!Z7w^w0b~F)wzjdTy?|U8J-C2pg$uq>AD%(0y
zAl+W)NUtn@zb<b<^7p;&=K~#`8Mxd~R#|uE1hUrv1@vMC58<sCo|-5gxjW=f__4-R
zaXO6v1DWBsGS4`{ddmxQZ&Fmf*GczaUQaExb_Fzau^I+M(B0)GO|V3V8yw3cUT2J^
z+{s=(_bhKZ$~4(afmx;sBJ|%y$JA4qGDNIV376FYvieuPRKC%T($^Z^y|f(~Q}2Cf
zUWF_<__jgu)GfY9v3*c*{9uXGba!rl*G=U%Ir95Mn`5U$=%`MAFP25#N8J)#YggBr
zW)IEb#;*elL%MMCjD8hxVST)gt6v4nBEeznL!wx_unk+byB)~yQE|cblO5d5)kB&f
z!YkF{L?&IsryAWGaMz$&S0>}qcH(>|@uV-R64Ah=5Lfm@fA{xfJesWV_gm+C2i&dp
zlP_Ax!z`**IsMYJ7nAoEoI{eFtOQ^AJENy~q*QeK@AEkmw*745#{5QvBDZ_<(0(4@
z*#y<dIG|C_U1Y2YgxbzuyvoSnYas;aZgDJn;x%bG>Sexv9Vsq}Zn*glg%#DMrU7A<
zTZ!z0ej)LWY?T!*F7*_jsN|!{%5U1AXf9Y!74JMpiJ#xz72PGA5Um|Fd^6+k5b*0s
z2vlNRTbKm$H(Fc%m?+umB0{Py76Nb*{R1#!+cU@pv*<2m7k7BxAg#?bB-!?C`eBjZ
zS)R77_M$xL-vuR25MH_w?DWtK`lTSjvbZ^kZ!1cM4vz?cv9laD<<^-kWWO%eIVu>M
zaI2t|X*^yZWE5yC@mho9JoO~_zKpzoUAkik^EEhmd|UO3xUO%~;?is5Dt@od@)pBv
z*}FkBA+Nc9vA)(<r8SL<`n}p^iS;RNe}CM5=FnCHiIl0i7Ij#~c+nJhw$CN^y9AMr
zgs673$2G4to6f^ISE2jdEGHd!va2Ui%%$!tYn6a3bH0_|CxVye*CpB;(>)IhoZ%2h
zywz`>lcp&B9+O%z?R6)0L*$9{LtUUaXR&z>XQC6<7*<{VcY*3o^(EN_tLNm)+quRu
zlY^CTaN{fYwwXKWfT)tpu)aO5u9A*$eqihz%UEWIZs~M-hj-~zYIO>;Mrt$EYhTTX
z-GmeoQYeQ|a<~cK>D`c<oW>(po{4vr`X2}uV5i(!U&?r&Ol_B{=N|Pu?`0no94jfV
zqldPRwt0=dYE}%|IA;qfh#%924q2J~Fs|YDlddhHqSn|dMfzqXR*Nc<rBhQuvEN=V
zbjlJ3@Q^Yx;by$_!<#=Qz_7)4d(K%NXO&m&<(=yKpy}f3vmp>e!}1RR_Y8QU5Dr}J
za>dl{%b1nU@6nc(4YN*bn(5rEv=!EPyXlYxG61rn+CJp47|BGCO6@tKu`VDX=7p;I
zvPFbV<^%;64pl<8nv1iI5#RS`e~MgyQtmR(_@H8=udk=P`J;>H$<suEAvskT;LyoF
zW?gxOjeYgTQI2U-;WX?`rO^^kYN~1}qFyZF5DYx~hFu<j*8xrqm@t7CvjUk?Tq%MS
z$Htk}IJ{?;wV=hItfS20npi8^ayUHCQngI&({ib^T6+#URXYGRJpm=IgaWW5={_Uc
zm6IR1TQnou0t8ydEU1+Z{y93XEHg2eV#;bEO7~~cOXYT!#$XYztJiv$t8jX-=7x0g
zgn$L%EaNGEGmM<ov}={g%n)Gm3@YO9|Hhm+l14<rO?2#_`(1C$#@Zx!@1^1;?BZji
zG|`>+(Chbhx6jC1U5prozk}HZ*&G)V*DCeGgrj3!Dt~C@mlF;h6qgl{4RapwRMs}=
zMNH<cRj@|7TKszNnz9xYy$YK4Zp~jO$y0A`Ti8M(H;;B>-^^XhJZOb-aZ=!3A9ngR
zi|4;SM6UQvT8xjLegN>cBdLqaZC0ygb7afYeUUI*USx{FrEFAa3nust2Y-!{z*6JZ
z-mGx*r+*c;`$Qa<TAE=1;@6cB)eQH5q}XeF(#&mHkQZ;|5@ui&roz1TSOpi^7x{za
zA^A&zi%nT6=*UgX^vS7E3=C?_45ERftGF@r^v1qQ8^wMr!qspyQiNFHl}=>?`!@<w
zD0<#|$&<;Xq*!KAf!m`K>6eoxJA}U#k2Axl#D4PJHb@-X${}9XWzY_=N)dpsLIFIK
zRY^(ZQ4tV~AD`R!LdJj8>sbpqF_*&R#F9KV+18oW)&7j3C?<%A`WC7ggTjEcu}pSG
ze}<C=et5`zkNgrYn0QgyPefe$2d($$%{D(oQZgiCoSDcf>{+^}OYC2AvpnPp%j@y+
zv7hi?aKrzzP#Xk0i0miTJ5=>n<GHfD=Abny$sjoiny@-Y24~8&zag1zW!JHLpe$({
zJD_}-x{hrT0H%0lT|OXe5=^cyS-QBR&tL!Om8|%sZ?W207J->wmX94p4R;t9OE_3a
zMX{jscj_S|`S;?Kf@bD!1KvmbZ<}C#mLEiYTAed{Y=Dl5wZQUSNxg*?6mF(w{dX;@
z<>@}9>DBX#R;!I2HfqGB-po#pi68ORzA~P*EAg{IBO)pTkfdE`hl|EF_dwugVR4rf
zhw1zl9-m=#aC{mY1o#~FQ&BrXGf?pA;fbjBQ($!gzs)`b7RL#W<p9US6wiPiQkJ_6
zgkdc$x5u@~_Y698syMDvpYG+6L*G+Q&5UZ?bcv(0F$8VU5G=<fSV7QxHZ7+aW50)3
z$mA-6Ga91}8Mj=0!z(^mO?3r+pPYH?Y>Qv%&{~knMDpWb9`FBH;#cs@Ad1Ro8&+w9
zaj6o${|NkjxjVJp55<H-_re?J1t|jq=BqW+8~fo^3EQlzVv4ks&rrd#K3w<f5Q%4G
z4lumCtp+z7(*%8Hv}fa|_YMPyzWNLc|4axCUU(~~Za2Phjw1~OLkszdbuZ@?h$te7
zBWm?JGCDB6x0tU~i2lsThdZe-^*{f0idCg<j?I_^svp|E??bLO9k~dP^~MZ98O#3%
zFvw#AF6vBu%f6`=ZKW=U!%neIW7SW<uQ$eF2L=BFXv$-fUg8?LYgPtnMv#3JS%&5u
zRQbkx9XZ=ZDQ<(2m<15+p`rFpFtDtPk!fD-rLlUwk}@r`-N`rqc&O2VEu0^jj75-P
ziuMM?Xwegb%SkhuN{~W)AGkeNS*BZ&c*Fq}_ZDc#VOJ-_X~M_jYv!6{XrKpuU0I@M
zpM-*^6qja&4MF2!^nE~yXlx(|t_|yTK$dj)P4>8`paO*2g@NdPPB`!WFST3|znVLQ
zk}^2B3-TZANG4P``|+WVlxt^nxlYsxw^caUtlPaUG_){mIoPnJV40197|7^m;h_5`
z>Pru0g#LE?%PdAY5F<xQZZ?gwQP!p-!6Vto2$o9}fU$Mh0?g1iz^()zDK=8PzsQ$g
zWrqCPHkZ2!JrfxV`B+#cK(;zRucozyF`nAy3rQxgQG74Jc8y2uT|6jVv$^cMw%SpD
z{M~m-NhNB23lhg%(ga}QvF2$>=7H8kHc4P16m?HG#b45^W@$uC>WIa$=!My))-wS2
zHLVNaov17$Y&+!7kJl^nDICe7T*lret7%@~JY(bxGLiaafOq|6jEj)e<@Ez&L1CLr
zs$)tQlwB7Coa#-&wy(po3o*;t9LmYFwhHIxV1N%K|9^{#ju4N{h%UTv1GVpLZD^NK
z!?o`t13@(R<}`ukwD9f0fg^^lvB<8!<<7iCGMEZI#bqRDQzo0ZpSw`9%W`>ueq;T#
zSxjkqt9sK?MzN0&NZL}+_qc|sEdR1GZLh@(rNFbWFo9#M;bjTuUH_+ult|NRDq!9J
zhV<w;s`DE~@y~eLBC5ovpDBX^jctscZVp-&9!m58I7I&zO{0iE9u?W`1TW!pZ)PZ&
zFloypS@#-Z+3wWk{KM5jDS>j4*P2X5bPsm<;lbF={SkeAT_JPmHRX}W@~>(1C|8v_
z%T%GyJ<sb&sglW5F7-hQ-t{sm!r86p)#EkQ$-nZ{7wWAb)rUyQm>yyheqCnDd|-h3
z1K1hN<;}!w8?uHFS-q-J?LWeS&M;HfiJ4#MFv}y`&XL-t>TP2j>tdXcxI5J7bWsWW
zgI-~xX+Oq4Q-OU5Wc|M0y<-6iiCsYxUfK|TxQZuaMb?l{sY(den#xTy>u-lM7!Ec$
z9Fngd9Cn6kS3ge>)_>svYg)g>ElMYz%4Em}%em&Fxi*Kt39FLE_*|XAF>rB96tG_k
zvH070?#CGNUnGHFtDDy$)*=6b1oX(5hhs!*nM>jx`w%u?Jw+<q6sr8+y`zsO<a@84
z^wMtd58z;OrEvG^FW$rsB_*8Cuz4)8VK|;R`wt-F?%;A{{x!#(311G55ctnf{83>*
zO$_%Dq4ryWifOYd07*;5h$92%ZAb=I?#)5J5aQ7F!>0$hI|1`u!Z~AFNuB7w$01ud
zNxbyt%vCHt5*pe5+U@NvzP7q|mud9_+gjh_?ODV`PL)(VU&w?z5>Y4sDU}Ofvxj=k
zhh$QQplZ;b*=HO9?PWKzBefGBs1c`M!p`;KoB7{r8EWWIuaAl1bGcwkKHOFUZ>{AE
zHP}Vkz@0SZJCOc12*y-y`{-$ZA^tF|Cb#P!s6QC9FUpe^YqgLW-g!t^X2(oIh@V=)
z$%fRdia@0BD|MWH#7b=>-ZDbZ`k28c0I2wS_KCc-+@`dHP3H$tn~n^S?l)$=uAl>&
zb8ga`4^{Ts_o)W}n7<Pdz5B&g^~wUE9?5rQ{zN1U-dg~%j~9AX?!_vO*^TQVhJy7F
zXt;?p_(yiClg!6wm-pT+W&eG}N=Gh5b?Euqd-!m6LHzkV#FCc(vdc!2Kaxaa5X4*)
zm!@7kw@|!$$DD=NsO2d<E?YnE%%oA4X*(kiRYwkwL=|sZ=R>ohA}IP2*7x^9kM7H8
zVjK+Hbf>0!P~&mX`b1CG9v~cjgf>FV@V9;M;jvdW4O5s^_TnN#Ey4fO?R6{wNe&Bz
zOw9D>);+b@8mg-+22s6uXkZbh98P&;_hWC>djH#stEZhENX*UaN0C=ckqCRYUbYOD
zq(W>;OA*hi!AxG9vSb}TQgNjB<uy`w+6@h^K9S==NDrT`@dR+q10VX4AJ?M-ZwdM)
zwcdV41T176y1%tV55$)f@yohH*n&@1(K#825jBdua!d_+ieD6^*d30`N0%=2c>v^e
z1yZv2rRWC_&*+cOCwCOQZW?f#gIfya2(A_OO#!Xvm1>_OAo5>MGeN)_Uelf%1p_+$
z7%1JCokJ3W!P<wFGHZeHjX^B1WyiXYTGuK*X3!;VLoW@Oy0xz-n2N@=Bf$PH_(;#>
zw97OD7^P~uWXMs9DB~SXSCNDC`shWNfZLbhG3CdOh^ljXSFLFFHF|M@iN`Dr!?w+d
zHx@kd*K8p5)`97SVY{jn#4ISt&lEk$s`U>bcLrf4qzeUu`#a^INeZZvh6eEEW_YrL
zegRS81RtP^l#I~o$i`fFC{22P<mX%)he`2Ks6C>ExZ$KCB#1Y!FH^;yQl)<56rW<v
zm_xg?2#7l1>)h%8`6CE{aL!Div0Alt0Yrrpk1)SCaTQ93<Bp7*hkZdSSu%1oP~}{X
zm^Ndikg}@g<aOr5CJRz^F(acmB^gI}dnIu%vOG@J_g-qYUgtKxi4OM+DJqy>YAg#)
z02hD*hZeQ|SyK0WDh{;67x3Rerz`RC`1^b{zV`1k1A@@-uV*?G0YVpw#y!ofN`}HH
zw|LvD0f&CeaFr2jSDR=3OxxB@XBo7g+d$}e^u!G>3PBjOIPdbs?4qTwyMEpVr*48@
zU5~5a2Hent6w`T^cfB!P#OH}YN=-9WWe8Sk_!up(TzFck9GS^zVNEW35BJ{5@Xj9r
zIF7gFO8R^c#e7R3Sb^Rz>oR4=EY;acd4Fc2DoXqjKTeGlY4GEHzz}Ht{CIGg9<|#1
z)>VdEI>;*Ql5~9JWy9FEc-)`X^LT!6aCjB)wn%a`szCywFskL(&rF;;Q_D#?)ewBC
zUdEYUQ_7{u8+Fe;^<VsHKXM1n-ZDXU1}*20tc`&PwQJWGq}Thw_`2NyGr~X_Tuc^<
zmWO^q;?6wDBp&s@k7vuy3ORqMUp~$Dt9pd{nf=XwjXj5>aw?sO4K<`~(?mHiSlKb!
zC&MxIhTO2cJ|sk0h^Uxy^Yc|p5&dv~SQH(TB*iWSs8M^{(Q|zGzWrDg%<X^naak?F
zEtrJ{G1F{)(>(UT<L;;IK1TPO9P+T=JdC0#qoGr-tkF&`V29snV--qppI?h2gGWGE
zW<-N$ssp@db7(2yQyX4&QP%3>d@U%UPur)0n!ko85~+#k9Rag4IE4=dK0cyXW#&M3
zltbo2Q)oy?%!qSFF42eqrdVnk(fmTtHNr_Zv&WX0Bn@dbi{a$fL;P_2hul-n^ZV_G
zd-R_Pq$u%hahL^v4#zQGCVwLm7Z>xFvRj!YOT-HYA2!)=UZ`tfTb>^-^J|(71V&^v
zUhRRx6Seh15kIGe3U%1Xs~BAE{4Sh+CzlbkFDd<G(+E)E{5d;6+;tNPws>mk@Lxmg
z^a=iU<-V-urnheN@EBs+Z^PWTo<*7`{URt(87qr}H@GpX#r7Ul+7tB>{K?NB*CUK-
z>YMjpIWtkEsoOueUBn&=<5(*ptRm9QE(-F%Stk^yH{XwwkdyiTqFu#;!)$zaeWLO2
zo_pXBkxSmULw``q>zu=hqqsiAW||EALWVn|+cyu6f6dCNda`Vz(S9h1b2e4ziO!Jn
zKOM)1wzP|TF;IWiXlcDYI95SUR%pU{I-i)v#3stUN^r$@rEo#jlQ)gW!3v*zyuxV;
zu6I0br#m^XkixyRA=joNaOrrVgP(YA_v0#JiAeebFGT@VgMP6@d|ZfT)gn|T8RA|*
z_TnMpMtHzj*~A}itC*IxgQ)NBTX^nDnxYPQfR4UM5J7WP4AmQBA?3`mbgN!V)I`h`
ze2PQtszy9%_#@I;UmY0xnwtJBxteb7QIr!r2@Q(A0*ms1(!Pq#Y4iH?OcZhK5uvbf
z>o)-;lp1M*cOYcK36Mdq5Id45j`$zE&GY4$$?*u;k4v*IZ~WsGW%(c%A*h$Z%>AMZ
z)h1!=xselsi#I8hO;tr%e3&_`e3&Qu;Ssg!yKsyFz}Rb{`R$*#*q)?l!=f5I+@BYU
zg9H!RPHka85<%So6(==)E|NFicJQvFPF}%PkQuZ{Wz5X(F7PgCph|Dmh+0`Jn%&<{
z|96bgHJDnFr7TMMQwJ8h+N5?Ge<oW*G1PPX;&5GUus!iT+xERZJC7rz!{@5fPE&8F
znznPgeC%o4Aen^WeM=<%xZIp*@aD-Bbv>m?o?O(3un7lg27i;H0!LU#We9(X-BhQl
zw-wH@!>Py?hD%Pb>UwK%6W*f+lPsD+3i60D@X>J9z8wRsYBi2Ms`4NJc{Jf`Ay#GO
zk*h$N*qoWj&%L>BL%y780bVnW4c{B|wB`*Mn)8D^{9{2G8<{YD_7n#H)N~wrLL*VB
zZOh*IZ4!Y)=rpV}i+zEbgWYU$T-oMJ3^-NqtFK*P8_H^u=}xCetFRLfEZX}JVBdms
zl=@p~QXxm?aZuf<aM$NUJ`oWPiL8Ip+J>x0<~-vx#<=ZT0JS^*bish6&_HUxUb_Vm
zx34~-4xbW9d!Br%p`jQf2QWQy7lN*nk?kDb`$^H783bgvxnt@)Lc+t54lJQ$@iU9%
zqzx@%BEzL}ToykZ%R0ME`O5#h-c2s@=k-sumUAjz9b%-Fk*Fz93oYt?jY>xMG|S$!
zKhv1FQuxM{ik`RGw$|c1%E0W|*;&C*KwIKRV|DSe+9;147N0Tm>}zIK6G)-yH+XXz
zaZWhyH=mm}Kv4001|W+eg}e?n#Kydro+9m(C9PgBOD{kSN=?T5t;6NRaJkPY(k@Hk
z<m&6LQ719PX2i6=(D`#|BUq>P-JJ!V)4Z>wJx!j$5TXgzn(J-mpY*)<?qAbt2Dgv5
z%&3)1vb_^_kWGfv3C=8S?gf7C6U2^{^K<S^VPSmCN^@lSwF`M0f)8Nzq@KaO%VH=4
z%d@gYM4<>MKzPu1541HlH7$|YJiD~8D%967vl{K0{;Ibm|9;<hKJ!u9d?r$=%M%qF
zhF%Ld#Q-rTiQT|wMu=}8q;{(BdP_i>Jg_hZ=&r7BF5MbBLh1U(`jFkYhdInIY8j;i
z@zRs7^;r?$Z?9%~{XN#&2LUB>jaciI1PyL;25lz2c|G+MVIwVnG5c|_Mv`vDBsz0X
z@)OZZS@7Duv>hqskZ2<HXrP1&i&;waB|j-2ACK`j$NQ*EDs?S348@Mjm|^xkC|9;h
zSBL}^(&;|{gkkMiml`F>MPYyMjIVBj7?Vp!H2sY|`KkT)YY-bdtuj~!9}$0p;!qAm
zjP#=W&eQR5WA+XWPw!je>}p9+4Oh9L&wOQ{D(m7>nXwMUYD%OvP}QtB|Hr`2A*Syz
zwmzXkg7}o3LCX+oM!hKE=x|%kx8MBSmUF#to?M>*L9G`sD*C(fJH~;`>?7VSC6$EB
zC=5p8nm*g0D-EAD9_qW4!K;fN$t@wR%G5|b&Ax-*jg__>fpJGEYC5_s?vw7#4v)ec
zLsAXe+h+cEluxR-cxk#nwFd5K6FHcll<z)D;O7{`jt{bR7g-T44|fSf{jhGqQ19@o
z#XH3!(^~~And|Cv1SU~hb$t{EX#ywHD)w#kwqm&3WR*tc9M3H#d*;o8PG-n7h5FZ3
zVlQ6luAtL-O1cmYvr6AcdZC4ROxUrl=o{EEv({H$X14#u)?Y=n)x7@$XmBeQ+yewj
z(BM$KltPd~kfOyYUc9sviWX~u26t%!1lOXaxLa{|w?YLkJ$b+9fAL%EoQu8I?3FcF
z+4IcI^D&DQ-fr7@nJUfa38k@LqfS!iI&CmYv%!!1pLsmAGg|eOH2*EH1I5;ZGWDZ#
zkuF=9YG2M9UCxumFH!av6q7|i48KPNW&&Ink9D|A08XxlZCm_FER_=H=IDaYGr)mY
zeU#1|)nylG&vy+O!9${Xb$;*aUpLg%@T|8_G%>`<n0;Pw6pykgeEpp7;m4~y+6@b(
zh)B0)tXG8f-8+$p0Ay38c7_ZDlgA7H2WWn`pmSk=k#(VROAttOL3Hxom_g@+JEHnt
zq$i;GL8q52;|v9fd7nj4ulx%EJjSok$L!pu5#P6dPs`-!a)_0Y-zO!Riah9n3CdYY
zaT@Hrv{`E?tRPK`xOLtr)iz5J=NV!(=xXMN=|lQm6~EzSzWZGE;?=R}!MrLknZDR8
zu75VqK6mABN}x~YOx&&X=J7)|iJ#jdG+luzItkWOd_!q4u^MfzV0bghsOZ3Bw|d=f
zmtuHsCi5a{$n1UI6bE{2^+xA-w(q##?Tg3Y!nBn7_s<P0SmE*mOX~PV-|B#qEcLQ;
zKd-A1P|>l}WCbH!uxrL2)Pk{t+?3Kb8QcoQ9RE6}JDBh@qced#q=Q%Ye5YMP<QM=D
z#m3=m##zMvyjjm5nf0}W{W3@o!rb@gcC;^80D^LEU#;(W5whsW%wbWh2;1}o^7CTC
zEr<&3)equxV{*kbx-J;hVLOv5qptd}S4*w@DP<LUT=!eZ>f|?@xkbB$KCDAO*4l58
zJ6xgZ>_g_rW5YI%i|7t7cFL_00pb)PK0vqr$-{*cDai=0NEgPbO_^Mg<9~qnb9zN3
z=~b&3!*^cyYySXlZ^e%VF5dPAHO`%}i=O~17-w0!)0HSUW~{z5I`^Dw8u_4R&-ti@
z<ET?YttWZ(bxCt$NpFT)29uK|>YHDTmw&z&|61@5fa1Q@ysC?FJ%3KS_3p*<;cCfI
z)4~l8x(o9zlT{8)9%#nG@N@1HB8tsBkJ17Nf=2OmRT9)C(NPOs1fKzWj;kwt_+3+f
zW-{ylgr@r7!aE-N*-Pg6OdaKi`9EF_PLr7Dsie^bv5QOMv^RdDf4oe-Ci+{#$NspN
zeJpow$$Ax(Rew>0w?F?uQK|y)V%mVtwcfB;x4?PTL8>KbU#zMk)~^vmn%gjnve;vI
zBmN<{Z_VTRgU==9TUE7rGzNvKg>UGj!(^%!)>tNuz@(WmMnH&XE|0o24_OjK)<B6^
zdxoS$6IkS^{f*zc!9v^hh#!Wf*{x2Ul^#A8b{mnk5D-iCZJylSL;w)y&`dR`VS^2N
zHVht{;ABq{qd(&L<3{-(pgx>3k0+q9evEVz|MTAyMZV*_g%jG0mPO}IPkHDY({3i3
zogBB_`Fq*F%~o!el11q)^|y3gu4)Snq<z&@c6Z$RF{3B+=&{6xEo4oLGtv?B*j2ow
zNEZ<Y^&-nzymZ8?X-{$bjtS}WfB1csb0!<l>z2EIrFfxU^rNsC%Oj3Qu5%bJUSc0L
z6<-eu=O+y^FN{COF3vBWNJLB*zjtTVs-awQ3!eO&74862I<R9ErxJhea}m>L;A!!u
z)}JB9wq7y_d+s_o61~BQBO3-XGBKPa;#AG5rf@z%I^H2Y$V=5*iobPAZsT=Q+)+~-
z_j6@`(VmfVCHSlO7kQAk<{^J4V-cv~&a>kuz>+7xvp-xsmk$-0`#m$@2)$<HE|*0;
zch~)F@LHbJOQ(7LXTU9a4zuJ+8z}0+^thi83k(fEbK<jJ=7}0rW<wf%640*AcZ4XQ
z2IH(o*`+TsdeVE{?jF%#$g*;}&_im?PWreTz{!XZIl>3tiIOKl3HvFnfrQHpF8=I2
z6*}b-I^1y&O-DaYOg*8ovO6C74Gl7GGb)74xQ1KIA!k3;xVO){-HZz5yBgcA9VtBL
zBY>x}YasXZWR_joT1BP9qW~*PdK?SAw+3IMf+tq#DvCA+Uxa+EKSNWMZY9{Kw{vrS
z`SO@5H`c4CjVFfJ60)gFpCRQZpBbCbtZyqL^!B%&ZN1p`c-Oh0`N5tGL2omINATD4
zYqFrk`}y|o?c=%2P11|~wa+D=kq16rZ`p{k8A=fnKk$kL@@n*Y%B!d7JdNH6XlIcN
zq8E9uttTntyRb7!#moJB>6YVuLdoGD!1bv$EA>e+zC}5(im_X9ukWphVx{5Y7;sBl
zl0PM3y)HQwvHxAR%rkbdcDu5bxIDiMyGe~%pk8zTQGUa<xEcey3M#JIx2?%ZS)5_f
zeSaNfq1)FlTUjD1lUeB$%uQzcA@Cwtau@xK)X#Iiv6Wgg<vjbv3!4Nd)~(uo=7y!V
z!zMGZ%=~Hvy^2tgbmrm*VK3BAVy+zZhCJ0Y`7f1oL2o@Ymu743$g#!b=vMrU(tdTu
zGq3Skt+ucwCGp>U8DtsZ#Y}g-p$yh!q<eL~kI{=+7uG$cUiv1cHmJ<z%3nP8oYFPw
zsYR}IXU)hf>b^slrp+YE{QI7!sgoDotYX*<AcIGG`Sb=tG&C^#2qX@t8)Fz*;>B>r
z*5=#^;9{=hAHW6ca>M@pZ@iZyk8s|DewlYPw{0!WAGyi;_faFI9bVP67}6YR;$Dms
zj6_U(8~yH;AtuthlvgvOCb&3w@nXCtH|Yz5Geo~vyzWow$E-z{hY2OHKuX44v8H9<
z)-xibdf1iiWXG{FFpm9~<_zP>Ez|xlHte1=yS4JZv(2W|xN{O?T2yylf6zS5Y|`}@
z;<a3IlcA3>@Iv=J*>iY^gAiUM%Q4T*Zg+(J65Y`vT-|eD`MtwtN0XnUX<(p(5F0Jd
zlTz!c!>=^#<+N7lrc$AF6bV#EoAS%02e;s^Hk>6i3wrvPtv?D6@#N-W#liOmjeo4b
zdA%JCW_!SXW+(g)z=IN2dDMEf)cusLVfVYGGuHp_>&4#IUfT;79+v8N&sp;ZTl$0$
zDKO3C<P@lF7XnCPP_hFcpYdeA>FofAhzqd9u!dX_<{o)}c?+J<u!rV{rfNWSZ9BCd
zD7$x8UoL(}+4>pKH)v-UZl`UtR=Xa2_7?o!Xy=y`Hl>V$Dkn1zo6$znxmbx3j=%7}
zT==ZsQxuv1-qXW;ZRA_mQr|iwWHRJsMp8yi`;(4-MrP;GRZp1f6HeL1C*7+xhb9Vp
zUUlAbuX|%3DAv(q9t+W?jAg3Z(iBn=lcqO_^KkZ#T~KHcQSe3z0l!}*qtGA^O%j~T
z=Bw3*jpR19XD)OgSP2IHOkeylJ==nHT?Eg};Gn)-y>p&kr@YWE{;$b^-l8K>pt4+g
zZiAKfeMd?*Lw5l7ifQ8u)bIHTE#b3kLiLLL@SA+0!Iqr@%zsF#`Rz^0QyyYsq$AS@
zOx>P##_u1C<rvl%$7OK=UI?{bTNB#rdhduCu^MK@p>L$t#BbAc=)jY-m7}H_>Bum<
z^?!hcs5pl1;OP|INC-E3K`GiCf@~O8D~$o8yNsJ%6B``$z_`j2pDsj5x0uTE(PWvb
zs<_4^s$JnQw-I75&-LZsu&sXpO%^`7x<Jp-I(783IY$wq`m;YShJmF-lR?teM4Cdb
zP`y|i6rr?VIXOUh>v&Zxp3gd)PF>VM!qvvbz}1Y|T#stgmuK{Ci;A#sl32UtAWn><
zU5c`0^b6cQb@$%L-c3^nL|U#{awIM>1c7`MK;7E+guNi?y<O8Rn+D~|*_}CcL2{vL
zEZV?mGzkKqYr{CflgD4R**!tr|3C%ekr*|cHN82>S)7I#yY102&c&R0AGnnN@pCbd
zohrFt^O&PPGrjTPtVH5E#`y7*JAa0DKOa`cNBWJ>Z7>zYS*M3;R2CgiE3x}B#RLX3
zA#2NV9}f}(i15uM0{mSU$17HDR>kS#sa~6(8c~2AN3VO(pH{MTo#R6tSxg`U);K05
z$$vLh!;*PXKbek&ANN@AowW;S8>^v=c!Yfh3{u-m%puc6XS>^{W}^F<7<;H$nvm^6
zVqy3usm6!D479d}A5w%Q#X0~*0e*>W{Z3iU4bzk<8x%}TKhBPJ4Tp7YWfRgYhfT91
zwbC7gNRv_XSgSEw;vm%!#UnK}nCt5&nz~Bio7{ChSiqmQ8tarBV*_W>qDn+1AJPIi
z2l2(b#y37-&7(5j8~XF{z2ymNYa5~TBjvF^)EHCt>>#9CO&G)Xl8tYhsOK03{ghIi
zx0oGyz0ltNEg9@Kb!AQqe{dicsg}Q<;ezWLN0eH)ohq122OKRU?$9mH;&M(>v=|fz
zP{h<uM+PQi3H17)@K2;D>U0Iq+hnX{AAnQdbup(>CjGTtbe6p08g_j%%L7!QkTvT`
zI$KI-w_<er&!PkS{0dph;{_mZ#L1Ai64X?`Ikn96k}+EPByeB~#Dz~e83ojw2kbeG
ze)l{HdT!c49yMuyVx(`70v;xaNfUx=zN!`&B3L$!e|Doq)`7stNF*6NOVP-&LQJtD
z^8*$4aX6(&l;PrlvWEN|K+-YW-iCK<j>v;)sF{lw(?It@wvtOeA3saAre~N*ltBso
zscamypWhS1n}v_oOn)RmolTNyNcc?Gnzjf;MPaJE3wgX{T3%URY2|EWAm)<Wsq+bR
zNEH#1{856zHD|M&%jf50up(s6%DYanwy@N;*l;XE(dHf!JJNm2t&PDuLxXUJxB*lo
z3?h3~BE(Mkiyef47U4nWE0iSe*KULfzvsrW0f0k~K4Bi3;7m(byvFMENdX_-yF1>-
zTj*oS0dOq1!S59+eb(lq5$u0?bzcKS_WSQ$_n?(ca;s<d-CKcc!dXgt1Tm;E+4H%)
zccYK7vmCLo+5dsH|G#6_<7iMA8Oy-1)hk8mA-?SY*%6Q4ea}nyUtUM;{}8(WBVFZ^
z<Qz?Zvk;+)PgC`3P--It@K^DH{9Cs(OXwI9h2iW<EJSXVxc+SRNZeOtySdl7xlau%
zA%ZB}d2jVyo4hLH?>U@!;)F6p3qO>@IA>$K{*eR#EtjN>No7zIxol<ki^XEn<JA12
zJQY0$*ifftac0WUold%m%WLXbJwWxZtG64~33(Pqp%?K__IBx?oznVDEAGVr4m8Ee
z9AdqZTC^GYrDn-OS8k6!6+{==q)ZyV^L9k@PC*88BYE=VwA)r@o4|zl!0!n`(jKqk
zh)c4-yGc^^=sNj^<W#w4+>MKgBYb@bsmc#r<hB?Rp)wN<lCCKDl$G|ukd}6O09~b`
zXKaSi6sRTv>!=&?jy(Kw8lqx7Nw99j!{x{JoV^-v1f2^7m*n*r2?vM+aV9vQv|8_s
zJp7w>#rMpFm|N-tlOzPOUqh<dDFrOX7&ed^-Il0!!oM)ZCZ-9V8wX=$i(#1LBsd~_
z$f7=@c2aI6Edy_L9R`x;EB|DdJNnY^?@i|xDNr|D$2V@;1RKGjAn|)L1qKH}l-WlC
zS*5n~5ux9jW5OIUMXI~WMP`N#C6|a#t8&ig&4MHDEMwH&#L16!LHL86!Z8H3TF)d8
zNhf=#uMnEBylzqGTV4~{);EzrUL8H0IEw9>)uGT$P2sl!w(~m*q|bP8#7lFqiQjQ9
zwZb`;4T5+uuMbTvqr=f7cVPpJ1S>^(iVCa0Zw?PF<n%HS^(~W=+xcySADEEuK>$HR
zQ;1ifgiq<QZe?5jLMaeY=rBMkOH(oW-T}rrdfGKhZ8%<1mX4XBF%q-!6c^_KE%0jq
zc({%Maz|A7D6(ZFk=9Q|hD+Z#$$TsES$L(F)PP^6b~(<phrI7gE3$5_=eJAUKKVam
zHYGznP^;a;Kl#eiYfIyaje|sfUgni4tI&(8VLAKQ!h`qbGT8I~m(zq#rKb#&<1YS*
z{WMD%akhq6W--kMfv#KF*j7&GMD+|@oz|9H?5ZJkBu@WEX5p1I*A#Krur!y<l{@n4
zPt8mJb4GnY{LAk-H!3*7L*m~Ux4PGk;l^&=d)HCFsLt}=S-!e!hdmHVU%ch8DyPl0
zTn>0q(K<EQOrf5}&VKQZ?Rp_bP-T&(ix^_y_*5~t!VaClZyT$*vbtBSVNa#@=FfiT
z|083mhSz-myN2fxOqIBq3ix&D`)B_X9N;*AxYVYGs!hbXgX8^P-OH&OP>UJ9Q+(6K
zFP7MPNt<FCS`(!6^&fyA^v(2D<x&VhRFIaOkR}Reoqs!;a~?#}=^4Tr8o9CVc&82F
zA^Wp8OT3nG{qY~bsC~V?@xteBbzZ4wN#ur{VBq}a%^a5II*N_temnZ%t-aT~|M&jl
z{;l@A5BdY<1HYCATt9QLf2#TRYvsP~>(1Na6KcGA7H_|$|6;i92N1*yZ9(sZuqNcj
z6rHC_hue2m?(FPyLAnWa=E8qB`&;g~w_s4JaqsRqjdTDWF{3y8H>?ptry+8a@VV4c
z`G1rt(~7u}+ZOy_{QuCzmj8;@o0lun%vY}0(P>>=%EGsA4zAsSopxMSc&Zfb;v;tr
z*kVZV>AxL_T2kWrw~zLr>3i)i#^l6d`r65S#N$Q^rHJUrXpa^Z{8RH&nuLMe_M!S1
zniviEP?T-^J|Hp?mn@Fw-Qt5n?HA{yP_rA)n4d|Kf<{m$x1U29$uapr8~}ZbAtP-n
zp)5%7rB~C3UABaoiTgvl=_wNuA6lOw7Jn!xA_TxhhK{UV&UVOb#HP!8{$-<H`Ef^6
zL%~swBF%wt1qq~@(f)D>dAT@jUDWg=A0o)QGbsv&d6*qlW%~`0-neY@y32PIfrQ~*
zYSYLO1`$sQ-xf{RPn7~R9S|=n%yh@(tXvET2WlI2u@mB<^XoITa$7`$s5g2?NhzUO
z(|)D-#k;80<~C~oM#{48U4K7sBmP!Sd-gGF@1fLMfS%B%1Q$eIS!K{pjY<j&T>f8n
z+IBJQ?9b5-0e-0Wr*bR}Hv5i!RZ;YVZb*8vLz9i&tCjNm#`D$?JS`PNne5P!7h{Td
zwY4rJc12&7szf*v_}@bH{OON=oOAv4i?N>?FUeTYNN%1Y592A&(w7g>0N-YkDmR1G
zc8;Z|l;Uk3k*YknT~_y!A+W$W=U9nlQKV`#7#`TVgok(!!ea+Dq=^Ki+S2Pn5s5%o
z7&fpxaWg)3NE5=7BHsi@l3FfPxmlwqUg!AUhIL0k;BW*I%^#ACqT^4>w{LE<-?46(
zdN^eOjn(sZoYMvZ0UYxp;t0U0Me2NgTtC!%8}&&uYUn!zjl^F@N0XJ98t#-(U&V$t
zgaq_H&5}YpI;agMrTQ7pU>p}M(*3UPd9cd(U#2!9L@2!zm!eHq!hICd-XIKF`QxQz
zG75<^F2n%;qBl%W-2+9DGCt>c6qSOTyCOEDZ-`JPCG`E7j~il374ciH9S6Yh<wLhq
zu%$^N#pk&yfk%sFZ8-7NE5#&Roph2kN4!vX?S-UN^ur1`h{jRFUjv&rhSlRSCX2HP
zA5W}@kgZN!@vnlry{E6WUmt!7Z?(!6qyp?Tcj_Lghxgsz|G-xP`UkxYdgD=jmMB4`
z_nh$A1;2OMr^um7^SZxp<*;r-&)%M~uVqH_t^0E8|NQou0`bU%=<Kf9wLS3)l;4D;
zB$qGl=!)WMe!Voashr4?{w|?PxTQNki~-2KQuW4JLxJ*Xxj5$muoItx+e(t+(b;dw
zKO1C;O+SN##`|Zm7HY*o%gHZ{Nt)<Iw#j=J7k^L&aTpxwF)dQn)C7fJ9iIgLYPjyI
zW;at&k)ppmW6lu~B}!hg4kL!56kEI%udw{G|5iSdyHfe?zY~%Qbtbk5KyWo!gO>k$
zCk_Xa>?naFeBb%~b)V&y!iQ04a_}lB`~Y?vrUkpdWPdgh;Mzu8-}hQKm^+&s+;fdm
z7JA3GbIop*vqr9AGs}iw<F%Je8QjR!J4r<h>Ve|?1}WryX3V9E^2p_|LeXW3J0{9_
zrZ?x<>3(o}8uxbe^q%MLWxeBm%^f^Su-T6+hllBjjr>J4_RCYnjTuYKK>+g;mC5UE
zt*vh<z73t3;(%^_W@m@Co`)?d{^`D|acOzo<ZeHH*M=^x88IrHOXCJwV7wDeSf|u~
zA6|L4s6KSDNSUNfM2#e(Qnr;MGHlcm{Rjwbp4yeU9x{hJ)jf$eo`4(_RcbA$2<lb)
zo6*unx_EdfMTFt2saw=t+{!Cpa!!V10-$KJR5Y(Of*y%LmD6ItKw>PhNR!AGhoD>a
zh{dh#9c7hX%Eyh`<P`kkABG1CrMRys0@cW^xKdebQdOwpHd@|fXyt`(0?VkcrgS8+
zp-yovBtsOQDgbS@_LIRyzOQN|d5+;)p0!x-7&_V%+E|j3Br&b<w0ac{J%Sukw^E!2
z&6kW-1O#=g>faRku^TUnnEJbhmNa6b7bxW_9`@#1Dd}h;3Nkjb$k22MAev}3qm3e8
zUy)mSr%u|OHONHu_y=_wjMtl)KP;MPS=#a4*ivADfv5#TW5$#YVcX`YB)O5<tt^mt
z)F|q7q6mN9QJ)EMf&p2se0DBeU(ARQ{$ib&dmy%x*j(y)k|k`|5DF48cc#){%FAqW
z+opU+!hOoupE<39A0o-wvHWcg^`iQeqo)S<=Qa}}y6xaJf?RmSSj7{EWabp_Q=Jg2
zY}jy9stc|bKS!HkOi1c!6u;;5YbuYm_wzTa66uzV4*W<YX`u5u)FoULk{apnR41dC
zzK!Sp;3ZAc+o!|Z6@Xx`Gp6f<X}YY!jSs>x3PlhFNn#Lqk2g05N~%G0&g0Td)K-qd
zJ#cC;=xtJGf;vdC2#Mp8s2cF_r|B|1W9rh>lk(#sCB6U75O1kORZ(tYq;_4W?m$If
zh#;->E<THk!$;wuBMi(>Er9n#bL}j3*FCwW6m7{bLu~+gH2qDlg`%i7Ep+Q6{9`@|
z4Rhs*X%em+M5G`KDmtcGxJ}aOvV}qsn&3ndVa7X=*7RhGqs6{8_Oxc^Zd+wMP@!hl
zh}q@W=IhcUm2^!#-tMeJg1khAU3q--;?!g?J&hQD$#6OlRYEmKMhXaVTd!eRrOIEb
zTyBgSKCL_*{ULNJ^zMTuU_OSGv_zgb7f*mnMkD9piIiy@HQp%%=~4PBIU;oBc%qP}
zj>REWkN9hNtGd2`MT2CRxyp}Aa!Ed8Sm-CS7@EnpT{B)zev5ik+Q62qO=(??^*X?#
zx7H<-UOddZgi!Et3u>96G4*`!`IOsY)<d@~XW1Hf#WP#}M2h`li?o_TwIEF)sS!10
z%cR<Kou2g)8IH;!_o6fHoEvM&p3C`oHJ4i3fEV7k&DXel8^pZ0JIf32*RrnaZZo5t
zh`oYyzda&yF2TKB+vQI1p!`-9AvE-qW^az-kJoaOT<*K)pO`XLnmv?}KZ?uDKr~X{
z=Q+%Y%M1*l%49h(;3Qm+4yFRYJVvt4r|?%(>`u5p?0HFJ4G=$`Yu!w$qHtVYr61?X
zEw0Sr)G%zo5P)IuXizifeA;AhRQvf{z{|yP8qe#L`DZ#=LIg@JnYH!&WDZO*ptz97
zzb9o7d;mW$yLX>&w*BG?F$5r-;8%Fo<|?P|Qq0aU6IMl`)|CC)GKvIO%WSi)fdjwX
zcrG+eTYqyrz6ySV%ow-nc<c>Br<L<-Qtf7$di0cF$b*i`SwyniKR_31nT)E8#@kGR
zEaKLx6DDip`={2pFa&NON<d-%prh_;rTNJ~tXw^cCr&bFoNrh5%CtFs(ev1`GS)gn
zM_<g;Iw{44B5TP!jAX(mo~%BQtWMzTc>bK8S5gbOw#N&U@DHHTk>$C~_<X_^^ZpCU
zh#si+5LQwnwJuU#Rh|BdZIY?L`|x2YMe;=iuFf&e1Aoqj_5}8ji)SZ$9~Cmrb!qyt
z$$MtrO7;YBo>U*+c=M7(0G~ZJ<#l{bmmXyDS~6MEyZHO;RH=iccFZILjP$A|Bv7}<
zc?KfBC*-7};a!B#iHyr?jM_P1r@qL${KO+()Fg{|II^NiUzaE^+2(h;bSz5iVo;%;
z%llDXHihv*>N9&kU=B7KAjCNemaW8RiE|$C%<^h*s2uEQ7{!W;LMU8|RGfjtpeQ`T
zo~l#v<Li^#`KlApt-^U)U6qpzJ9*5rO;-5;t)*vmvUSj%NvN(6uUkgIDvloSP|voF
zOvItzoOR0YhM2x9D~2Mqg6N?8D2hITcQRFre=n47^@Fjn_N>V96i1KFiyB?|vi^X)
z<G&~DX_VbZC0BEy+nZea-8E*5A7q#n6*s`f8%?iRtsQ`md5nxX;x-O29k3BfVCC(z
z3-4Q#^Sp(u#eVWY+jSc;)CQfmb3j#8k}>4q>RY&ri*s5JtE`C;)E9;QmnJn4B`(DV
z)2!kQDN&n09ZHMBG&v@sPHb*@Z^iyrD%Cw?@A;awF)goiLPU=3V_v)6il6g2z+uOH
zAI~zuwv15(!oDpBVkI+u>6XGg$G5Sfr9*>P?u0PKC<aVXX-|_KX%=@?Ak$*rtiUAw
zVDR$ir%d}l8m`);1{Z}F$r-;KXT}G~8P<$RTI^2sxMimFzDZf-Fkq{`PtzRf*%I|F
zo7{Tn>R^P?8CmdyPPo5d&~t|-yeRFHVJv9>&J`~xYG5sLQ|09MgixOV%VTC%s0-B0
zN~_<5#PUH#MDJk2z4JSt0U<XGb=ae1pzTE*n1DNaI%P+A-jVhZ@{%yZar&O`>&oeC
zX*;>hLU$qUhJlizEV0}|?d@dkBsus<GqPw{5K#|-!YA{IA;LoRKNpr^=a<eL`p(Dh
ziMwG^j^it$YSw2H_V4PNF6gGm`nO&j*`9;3oX45m4dL-`!dm&8xpRLDW)YQ{?|@Im
zW{LHSKNq0VRmkrzGBXXox5qx{Ovhm@rs_Sncx>Z$mE!J_od|V#@sxzOCluxaDDwvR
z$I&UaQ^%TFcFd>VeKvoB7uNms`&ob)(EcV{0ct_?gK?D%e*E}N#GAz#sKfOi*8OVk
zUmxFFlp7qlLY)qs4-fdXi_6eC&>#ghG=|20JP9Vwqmx=+1D~izt0=dI*xl&<&02HK
z<+%vzR*#QwFAB%Gh*5*F!qqTnG00V2)SPJ))IOOm^eI=RMa!TwuS<%glDBwR8iYV;
zR8#9qv9cetlZ2P!`DOovQr%PPXEwnj0;WFNnZg1+pEUB(+%*<M4}`rP&?=w^=9np7
z+DP#c^Uy^M{76J=C9UHksgAtMw)(eA_{aQy(vPm84mx{cI5k0nkNBSzQRo&a;{}Wh
z9Xrle)%oYZlMfXN=HJBI*l_!QCX@cKi-(azOEUu5N$w^Xe*a1MTV4j;DYYLl@=>K~
zE)ytYLMr=F`DBkQ;x+uS+v0G+8p7L4q|gDc@;;P!9-=i>`LtAvji1qxghKHs3m)s(
zChqfyE1sfC-s4jhDoO-CzkR&f^fsy6gplvyjklMX7s0SutGux4B%DT8%eS(^I+9DH
ztv+HTlgS2p&dV9CliQMcxELEdlz}#If$~9o4tXnb;AS%!aA}a0DqvBrtR@e0>Cm3#
zHGh-hX{gPrATPl5l-daOg<VIzJqywlW3&9)v;B0#HGyyGd18%9UnF30Ja383FwMX<
zgdPW7=@Z#~I$xcEPpR#-NAH<O>s3r+bT%f$)soxD+FJ&h&X7zF^HX?ifBiG<DIZl4
zszfYBNX1DrnO92%?pQ$P#d=@CyK^k;JK1wh`7Y&iSkR5yfotvz5QQEp)=tJ~G_;n=
zwTBRa69K~bZf&gX;69ffhl(7{P#$L*sK7whB0SY%2=z&FZj}gRMjNAne;J#Uc=L@Q
zQo?EDEIIs;R05-K<I9jbX$Of?#4`s=Sp=6PB~D=kW-0vOGt%bmm-3;GQ8G#78M0Yq
zDHHln#Y$f~aG4cp8`LUGH#G}(5Vgc;uzdQWUKh$>%7s908B`CUN=8VFQZka+!iq95
zrouP`I0PczMezxdHcfAvIce2Rp+gL?q(yCzxhw!E4ph$vKJspTNS0oZ0Rewx?lzug
z4`#6n*qK-Or1ODJ08jrE(BVbys76_;!l&xJE+&xhY*E<f5|Yy=(UTgc)A9FAR46e^
z6I`Wem;RDNU;poFOQ99L4MLfdj@0nrCy<x~p|+jza~3b66fv9J+$0_UDB1v?i-|#<
zI2WVZmKDn#%xEokQX60h<vSkbU7~ZB)n3f!Y!Xs<Hty**^}w;;OYPTHz_UntAt4uw
zh@nyqUL9=|i2=G~{})xFaWe9n-cVS>_PIc82Xg9gc?*|$sB#qq;Pyu^6WymVh;jf$
z9?|3Abmp@zcMy8vR|gr4c8SY_uB(VXXGzl`W1_k1GBT`>d9r)QQ<_UYvOh$XBJ~on
zn?GSoWAt_Ugnqa!BO#ZLpWGbONo>j_MEi4wN^Eim&*KbD0~Vm%39y*8V3@F>?JMEm
zfD>bdc%eWojjaq(dHL4a(|*Yg*~*L%&;i%txTtoh(~R#^N271P7kQoHlZClcEGgO=
zo(Cn^+8N4qjHt`^?(0*m-Y_ZD=MkfWsnPL)aIklOq#$|QLNo>U_A>xU+}0_%1u7Ey
zT!||{1H^INhAD%3>+1Wgy2^k>6HpTJPb4{C$0QqN%w!X2;(g5lC(<Rt+{u6%HSr&R
ze+;{MKHC}VzUtLgQ^WlxD6m_|M_Tq3S;|<etkv{}00Sd#jhq_2M8;HTv&B&iRdc|p
zD7rT7FT^rOmomtRhBP}QO}Gr1jI`_!o@aY%a5UE?Jo_}mNUpHd-$)yS$<b>7;}`5{
zBL?6G_C?14DSCnk{rKOV1`?hDaNUoGCN8uqxP-qTl9i$8&f24!v9$`*Ek2`?jXu`R
zqrE`1>)P5M)(uW&?^XNXF=BXLXH#qM6zmYyX#ndKT54gHxw*8;M0?ip?w?^9={4Vk
zf8<q{baJbX1G(G|;NwvH1ubT%*>of&E|U0wf&?J06sO!dxO|_NOvP@g-oBGtxS5T}
zkmZG18rDZ#z6hfqG+4AHHPqzYc^wlp;#M2*nWTs3A^<H|k0i$RtshS-V4Fz><~(A>
zK)BBd31t^F6ra4*89JK*ONIs~9JI-EwN`Af%^I)5Xt+CW=iqtWGVEOOa}=2wP@D9r
z(GxTv|L=h-B32X7f<T4VJ~B72SU-kmCxNueQk5tklNcy-b{aNEa`pA{n+?wsiZCx{
z#>V<ZV(r!7Q-$b~f=44TkN4kezn}X<bj8NZpc9=!va*hnd4dbd{7AuHxJ#b`IlH;#
z<AdLYWe~yG)&$!=H@nhF_+V0yz8STK<Ed^9!-B`h`6N$yczaqOduN3aegXL?Hj6qP
zdN-BfS0#dNX@?Uvh6<ZCF~yeM1XN+wN+iJ}I6k&xJD#gJF~ej9SqmdJ8NO3VQhNH1
z<KSKX7i`lRX3G}TEZ?s?;@|k?anP=0M=N%3H_J|6<)$u<FawYkL{-nd+C@UkTHn@|
zLQ=q4BPQt?F;B($!6;02b%sBMGN@<9@Ji`H(X+c%_h6nx%png%43S1MmWXfwIbsvD
z{gZ%*d`t|!+K)Ijr0<>kiO!^W<GU3B(}E7y(k{oH+pjQN7ry%X2>uY-#4ljj+iiU6
zJN*=$=Valm^~fa4=wiri&)8iC+%EePiApNciwn~fAXWY##S>?28{z-!K{IEqfu`?}
z1`d+(RjPUcoDVUQ#F!7fSy?70f>kd~sgjI!hkVPp=5M6rNLy1RgGAf<H6cSW*=Qb4
z^zefW@9q>ay@xHx?Pji?MVJGeaGiSH<hm!KVWTpIBKXP1&EsVL^tuxiZ}sM1=2<{!
z5XHwM6xXBFy{)sOEhnyY6Pz8g|06|K)^f#%={|ms_5NpSyEY?Z2^FSE-rG@Pzjrce
zsu3Bu>t_Gz_rA)CvMO=qZamSsF1~Fo%YEQJQGB1g;n&p6dO7~%U0%w!*hFO&QiS@7
zY#R=EU;b|ps7OsadaF=fzF_FV8vFC-RltzW0(#bf=cHLbm6^0(jg>NTYGAD!6HTeH
z?WO<wr~r1OvArjJ;{Oya|9?Husor;7F`B5dO7Hv$3!h6r+Hs%;9|b>ILq~oS@v+s8
zY`99je)F@H*!BrOBzh3~s5PqQ^8HjfzgByXc;HyoMnk*afH%CJ$cn-WMXjN{&4`t0
zIxY=c`Z*Hd?{kd&Uic~<!Rfh<+-Y0tQ5tX!Vyk`()!Lo5JejLfii~WClbC7xNUacQ
zq?TOL=ok}KXW)TxAysW8m~`vbC=K^t&LZ@_0gQT^Hi8>+w%&CF=o`tpc!42eO0=bR
zD;bglN^Q(&f-Dg~_1%teY=`9Up)#Lv>y)Q6UHW!)IXo=YT?Sm*fC&C!Ai?vK*J99A
zJTV`L#*g1O-c~=-($Z4lt1V8>0CpncXuKZ}6+xyeJdAbMC0BorO0r^A)@hngdCkG}
z+Vz|`+)(9)aC|i9pcH=VFZow7ytAbaJk(-N1N?{%=M)y;Nru?;UK3;DhFJ)VYA^TM
zbVuX2l4<*!a@MEycTvv-6k<0e>3}2UTz(RVA%^IP@kGah2fdoAv%tbboK7%X?pD@#
zQB{(pW9?&AdNi<MEVU-X#ZU2VvsPS_EZpOm3-*$xqEenxVe{^TITc!|36qgbNSry9
z*wx7?j@yL*;2=i?AK1ITauiwHsJNH&G!$MP`<_g3%40jLEWdCk%O+3E{tE{{-c6-D
zIv4y#DKubYwAcAiYt}}h%zz<F<C&Hy(jtY2qg8+PfWe~*xU-QIa{NLku~3;Gql~aP
zr4P+#Mw0B?4wW$;r@cC#K9xOsDbQ_b3Ho(?+xChhWg$IC#RsfaqH3DPsbUs|2N^1S
z=?Q#En+CP7RqKJ8;w(5rgdC?mF2eZNut}rC$#Ol*KljFNz1zF)1w&*Mu=&yL)#3VW
z)bd~k+lyuA-Nh>jiLh;{?5N!CpaMy$HH|k~$?vE9nFE_oZ@zs3;-}ee&E;`le=XRN
za(^G;+CKV@{7t$i`J6jpmV2NX05BmzXPsj!7B4C?{{E3(ViViS*Edu9HgQzgKu+tq
zR`PZ$0|J1@Uge8y*WrihAAM37wZbgSEB>+-a9&%QzIJ(~l=ft*XJrHA`f67}f;I`)
zhhEmn`o+m+K^VK<qlUia@t+Z{E|=D0YkWViJGDQG6j`nwd`rNe=Y(s_V*@j2f>ZZq
zv6iY&l7T8mm7L)J2}S>3;zWqwpS%1p(gYyB_V~91ia(_P0Q7BbUtP&#NHvuZzB3){
zZ8i}w1u_*ajSxw|Te(fF*B;hl`G4Ry<@3z{slWeQ+5bJ+;j3)!M`PeDQ81_RDFi>P
zcRo&9NOG_K5!D!vCPLZAmNmzJ@~&m+5dk%J|NddZc4oo)9`8nkvU=j(DEI)4B`V!!
z6XEkLZ!o&HS6xDcZ&v<bL6~pizgX_ef;xjdkN2*>R=<n+V)dJuENQc`w}$T@VCjD-
z+s;v!K)}7%D_XppXTXPl@9Vbo#r^?^(f>zk`~3UI(+T(aDK~f6*6+hb&zSa_-8X;s
zu%bz7qq>Hg+;^duN5do7`cwgU{RFG)r^R&xp~2K3O_tC`rQC}shgPIjZkA-Tiosi}
zg`B^6bPuR`)#dvuBk!p;6aD`jWmC2JDEO$Vuv|;eWZ$qn%D0xFQeh+?oJ;n(I9H>3
zgk-%^F-a6Quu<mQI=k09%L>DTF=x$t<1}1eF+Sl@`<N3=aiJi5>wReb`Hgo&k@gcv
z_+=5ts}EGijm^x<YrBt>vZd!LKq#gQCsj}wYiH;y@Uq8hi?;_F^0QbcNs<ONVu+a>
zF0!vnQ5{j?HcVVcHGvY<UNSzRfoIlh_QZnuYiaZnCzA_tRdW6TN(Q;xS_=mG`0@MR
zOSb1&9RzqInY;bva`Rw6CPDSAchgbSX{m8v#*?_I&|<S0eq!`^WWr`)A)FeBSB?-f
zt!8|Fs`CO{3m$zQc$UgPfJ~Ynv-hTN^_Z$SZbq{Qu9Yl+HWCQvvS}I(W<+F&!%>cY
z2HN_^qm>BCb)lA5GhiU4c9&O+pgyrGufGweh**w20s8UsuoMkqOf{*FjuRZ+OJQ@h
zD?VKEkzUiauIA#3BW&A66<vXt4U0r2S3n7%@KD<na0nK%3?k<4MT34T0&e@x7ho0?
zadaw%gQ}Jqn#854%yuDS84);(MI%E@wet`V4(k-K<LInQ`@q2)H(E!nTDw*f$Dh|M
znrle#f)ti0&w6Y`rm-ti&Wyx^UEYV!wKGxb8Le&&Utitp&GKEd98DFM^`_{NS-p#T
z7QwP`vfmSmGoRzTG#7Wb`G=Rz(xN&OZaRar09RE`Mbf12W)@~R+jx_9lm8AAbYr&C
zt!XI3MSbS@UCF1ZBZ}{cE+Q=}#k%ZsIx7>aXpj&dY6t+5{CSM6ebtz?!E+<3b-cwi
zR;PnREsC3A_7wo}n999#!T_$$Nj;;Pa^B2b-#<C%VMN2O_ochHp)&4vD3j!R-9Z?g
zrM{NBVc|nbZJI-1BCFtFQdUz1P<60I$eMKKoRG&z5KhxdqB%kXO(8DUfHyoj4b#-^
zprZodilSN{&Pz4Q{n)$dr0<HE=V2reE86ry=<Hz(f6|&<hUpo4KctFm2GJsM2$`fg
zDhRB6B(B_ALq#Z&8INOx166;i7$g>^fT-)OC)1jP6E{N}+Lfx5RN4HBkr+=xKH-+r
zU-34E*k(a5#)rOq$ZXme4YWWS{@D8&0U&2S=T&ikb3ie~N<I4bZ9hNnnXJX$^kskh
z5aS!1S4(phh3c$PE%c=5-dQ}@@!Z<>d)9ocwmF2z;KwO;sfB5Jj&7cmtX+44DJ)ez
zwc--{i$5+$y_zciAOoiOswFQ&SRF=20v;Xl%QpKD3NsO%&u((P<iZxWLA;P!P>9u^
zFw)kryPrF0U;g`Dnq}nA(0>OSGJLcCUMxaRFC+W7cLO^Bk_@mEVy9Kx$S$p7s~{N&
z-~@KXlTab;&8Z;4D)Nazg+vq<LR|ycQ9iE1mn63juAhh!>i?UR-gdP0OEel}H-yX7
z5*23h=LZLNB2eezPxZGhTw<a9P9ZnctEZ-5+n|#@QWb*CyRUC9)nW+8zhu4~-`JxJ
zD|pKYVBeZcP;xWXeEM9Q;OpG^O*dCy`<I>lpx0_}0I)wu*5_(}oIuD+jPl(p;kK!#
z#bM;qzo?F99asK7{09(FF^?d*c#^kuW=G^tImUyvwu=dK!%}`Fl_I^T5e2rAM4z~R
zP<MzB2-tk;F^DBl<l|xd5Xs+CB=!Q#A7u-G|NPJ^j9bTl*#Uda=tvYN+6~oV{h9km
z!K}4XLL>MW8);&5sNm<6aB`VpL|lUO!dEBT6JC~QX7$79Bq`@tJS3cuwYItxuKru)
z<=@d<BC!7V+3v^M*SEj#=!WiSsJoK`UA*lNV}2$$Lo_E?J8%<q-g_oZF!u49n&NPd
zhT`sAe!np<_w(TBu7OL$_|4>$hehIP!Ep0IRE#7;eB3amz<u}1&AWx=hmR#yxG9TE
zGdJK^db>drfq<F8GJcc;)$TR}%<``1>8mGIl0hReu(jeZd&Av4WBg67G!;W?;X3@y
z;x25$0KQg10&UqZvbdVA4SnBry5@D+<Cmx~Gy~1zY4aKcvEe+Of^Nh5q@Ijlf7o6X
ziEwFcO#kkKPdu-n(O0x41wE)u#${|8LO8bDtkB2XJbPwjAPX<cle6#g$S75qyu_i$
zrao|j@caXCEz8O6l$wdj<1{zDZ|`r1_ET65A~puZJQpCj)yg=)Dc%g>^~>5w{x~T^
zS|k}%lJuUt*L5hgMB=BfcIk`c?8X|S*<$=K(rEcFjG(aMU=Ox_J)x?H-IJ-_1;t7q
zu{ns<PRvjStdt+0WE<bom_%Q=`0F6gU~uDAPY9qp88Tf@4JFQ#om^qRy8?3#9Bf>_
z{CYu7jA}YmG7sE1)>-TVl4d136m2C$e!U<2Jqr+*!Fy`ng%7ZL9$9dv!aV1qLAZM<
z>r=Bw(@V9H{9bRae^XKIEz?Hz?r9S~GH6xj+mvN~1;880C3JO^eVfc>tbLe@=CKc>
z$4l((_@NLV!9b)+Or4x&h#F3Ysv;bLNM*Jiq<11v3mfSMP6e1`c7{`UtbUX6J%FZ1
zFsVQ@1XFg*!R2u~WS|`=+r)+nn73DiRjFYK?`I!1){38^&*m}?1h^TA`@UMA!7|+)
zfBJi+b&M}ye(A}+U!03fES&~LlH(`5w;w76H-+)lI*e0f2xx1p{e@+*g0fkr#paqh
zE%U8!;~TVKUGZO3q;z?lX`&7Yx|b^}YP%ZNk6J&~h9br?7Jw9E^8JW4y*b!qLU&8n
zsN4s^k}i`A1(ZUidmJ|SaNSL%N#U&d$faSF!kGdKZE*XBVQ+8)F`!>_l1Vhmt2b=I
zZ~p;Ah(2&o*?8A166oui?Zi(SPHU?;aM?Ey@F<6lE%|ub>MNX*D5?sQR0{h&7_D>t
z{(Emcy^Q%##C3u5gmaWj_kitCEAt|8KMeF?+k7op-g`{W2$};#(Fr*x2?4uiE#U*W
zfkV^CF)PFm*FHT#esaae>$~e?ZrZ}_PcJ#D4p1hkt*|9a_q#=ie(S`R?NQPkQ~K0A
zy6E=n#A~xP?keQ)P~Jivf9|VbwLI>|-Sf2K9;!lsK9Sa`MC0?|2$x=KCl$HdmbED*
znc`@}5mW)DJUK<kcanD;OCc}v*A(EVzXu@++F^0iq!ChTO(BBfU>vcaYk?mgF<E4L
zc2%*5Vgjx5C?BHH2A0*am*2MvJm-KT#pyKJQNjQN%RB#uo7WtYXN~kz=Y(v$U-S%X
zeYo6G+MNyb7LXQ{R3;|-WPRtF(HX9!G%P9uC+F?qRT1v<E9p<mKN}@pASYSHJf-(F
z+D3O=oNOCkSxmW7sjD$6vh@qWFLH@`4?#RyJY)~@wZf!5H)mghWE&S>E+pJO@*20E
zZ(DPae-xvoIC{RUFO!0g)*2}nVakp1oe9%!+u(ZqHU{CSt@6MHf-Vs&8X3RaUBA=L
zPevP*C%<n$y%hPTl%N<Ic0O_k{eo=IeLD@!^=(Me(t}UnzIWgnGfeZ{-zNWzxpm&Z
zb-bvv+xo&g*;QM~0URvSVEGMu5T)0n@5O<rklx<#?%K_89gxp+JPCbYru%sT{uQ!Z
zrrJsXH^Mx8^(IGMuD4iJg~G1eMcnU%!s6w{{@>gttNCwB<MA>-7QRX<DAi&GR&E*X
z3s?TSY`V>iiVQsg7ktn75~>AdwK8A=X-|75_qLpp!0_S%^d_^MED$`DB!ss$=CKd{
zrrXZme86G*&Y6L2I#BOI>o~WLu`JIj&Xa*=)7J!>a2S(G6Lzl7!sXzG8RGOA`uKu!
zqZElA9Y|OUNnz^d>-(w9@Y`;B^?hD_*8WzV33*M7zqqrT8`FHsx!;57-pPfhGV=7i
zWgpkfzToCk|5^P}ezRK^15RVFKgsg^T%QI1f}2*-xp^eb1P|BrM0sgDm`!JD6?-*B
z8M!}9w|3eFWfxinHcsC?3V4jm_-UYbF!E0GUEbco2ZUVO9@}U7pXXzLhhwfif5u()
z*P|IgK3ocqj*mXlb=>y^R56>r&N~vaq@dxkW)iQ7J?5rJ(-tcMw0DZlJX0V+(ApbR
zagN}yKiB=-qplTQvtG&25nxF?kZEDX)L&Wz0AMnr5gQV;G3joF5bF0c{?-eGr7lUY
zV`23t?zt<)Psk%n77D%Q-!xn!K7TX(_`uM|TwUeU5g*975ieHeiE-(i$28-c@?sjE
zKRR-D$r3b(>r?f{p3n59d5Z2jSnk51i(_Swj@nMC+rh7*@{uelw;3cRiB|}Ym@S0I
zfOE7RsiTWI5d#m%POMq8r1M%N27Lf4jfe8h9Om7-V-{1w8Tj$vEq_u(Gv_EsymYsA
zay0`H1IWk$05TkFzyO(jJ$P3$M^jqq&64MD?fydp#daHAI!)NlROm`JDmgUWguf)1
zhog%XXWTC<F2+F&Ga2KJ4vFBwgCdgO1IP%;^P6WSnVn0LbcD4Fae*O%otNO16|*#!
zFCQsRNSZ)v{eyoQSN0ocBs}Ind5iOXTe+-gFFuLqS#XkZ=r?6ue?suRdQ7PFb9z`t
zsVk6m{yHh}OX}Cpr5o(u!DUcrhKlxf=x&hfkC);kDCaHPHR49zT3bf6dVkK}l^|!9
z$OrCbvNE4sS=)kl&}9*5Jqtj<b)e(khc%w#LklZ{UMgJPA$VGm1DN5V^Jv@e_lE1V
ze~1yN3m?3H05T7bm*joLWAbHBK28roAepE-3!p@B``44NHWofs8mP#ph`taypyW(^
zd&`%Dr&z@$ZiS4zIa8tt{;z@T)a5%mV<x+g(KTDn1HN{$mRyaIbtp6<Eb&<7Q5dDD
z3Q<`?=tmCf_16R=5v6MVrx?6T>wkd0a9c@mK3e%BR`K0+b%QLyH*&xaVPE=s9XfW~
zxA#>1K`+%q5@c-hCtJiu=P$mraeXGM$j&VsKuynw4=-_WpHQ#;`pRTQ{T`bJ^!E3N
z_5s^Z*=+{8^=vT@qF!3MKfkDjb(o<>!uchfTrNAb_@7{5K4_PrM?e)K{vRCrRlsr`
z+Ln-{c_SeNk2V58s*s)zCzGp1Bc^quY4lX<s99TSHx7IZU=R|7Dy?^j?u$Cnn|L*H
zlD#|Gemce%K)%QtXzcaxI$-E~Xp#NG<i2t4CQ36+@~Lo!h6CU|oKyuk-}2^%yFXXl
zMLU@bY3npbA#2{{<Lau!eS_4bXDEAp*lwGgT8O694kN{c{Cb&<v~pmUO9hPOd)ss3
zao->W`3KLGeQHTHs?Qk-D*hB}DFy4_DjwK5AJRw!gUci*AIXK*H3~JqcdR2D5caF_
z_HF(XsD9F7N)GxWgs*N9`(695wLMw7xH#M0T>ul;5Ml98Y#5*7U&+13*5`SQ5qSQS
z<DM&QC!~ftdCS4>b_4{qJ{&AKb1A22$|jG@u5Mudh}(!lkbjhn9F;Y?mV~JLeHc+5
zhYOZ>N2(PPH<F{!uHnQPYfjI?a(gPwImXELG4ca#Bj>Wh5Ldn-nMr``pW*GZ$?h!6
zHj(SVEgqFfV_P5mQiwpNRa@OkYKSD%EJVY`pTb<(ooQ`<nVXo?1PymN+)11U0*#}{
zuab#1hl;&m%JjpDtDyAVfCpH%spF7xUdEvH*)mrnt${&4uX$~;j;sSuGb>t4=xqt9
z{6e<dWK!hWA`(+a7i~+zsRA_29Ye$#5}Uwd4XU|ZrmKY==81b|w;CihfX)-Kq<Shq
z=RO1LM;L2DX<;g0YMqCttO;_vN%#`{E9m#iwdE%9>bNk6_@2!!ig8#`_EzDSyjvq@
zpGkVQF^>V0Ftb{ZkT!14ty+nQxM?@|+xo1SU2JvRV_scu4UDE>N(+HnBw!8%)^2s;
zDWP!ell@U?CD0{`6B$+YoJ!Dn@?py*W>wyvU7G0h)Kbv;?ZcSQlC;~Jrewx%oI9OH
zs!0(oei+O22bG6vS@W<DLeBu317un1&2&E}hj5@e@|!>I#0_~;ZEPfvz7M_^gGv#%
znl1=h)<{rt33UNJ%&Vc>JlS351;gf50I|4%IhgRcw9_<D=?6mpp}3D(i12zGzKs2g
zuRO&t*8bsh0h7}1GABcaIfS8s;Md|IiyGTUXt)MEycGft_vVUW(h4!h$|n8e2Osq_
zI@t0WY|*+Pc@v3&-=Aqapus%Qkq_&#wc2Q0BcJBnGMtSE-X=Mbl|~Xf0QBD>Yn3sr
zR|n6qZQ$yG46(5^!iiPxU!kmhmR99SzO304rc1*Krj`5}5EknEgAw|J@t$-iFaN2P
zqu=q7(Vo1VV2q(SwMpom07-GChBOWok!aTY3w^;_zc`}!C2_kHoyYmqW6}(n0<%RF
zik0|jf{wK{K--2?>ehd*N?&(-+<kj)rIXLv`AT@UA^wXZiy1RQ`SR<<T$=7nVq#C7
zHlm#`{Z>PU5KWue4)VMK_YG3ARW8rs`6a}~!OIZNRWRXPW8AfC)pRG8)cQYbR6S+c
zKj+#A&9$VrRtJ9;Sph7RzJgSG=1xf*Q5iMAbU1r^Pu?lvPOLLy&98hQV&a!?aj~t$
z{|{a79nSV2{{P0_M2yyIg9NdKTCEYQi7i6yRn)Fgt44`k9Y*ZE#ooI$TYD5m&8kg{
zQZ=f2@;SeA&h<UlIls%5%OBwi*Zci`U9Z=D-_OTGK=^C0d}JiaZU`cB=r+CiQ6*t+
zwo29u7|geN$8Rz-vN+~GgC1Qxa5}-gC?}@&#R=5rMlmG#0nSv*acL?tF8yAZ9YrCH
zbFC!Z(7E5PB4>v?8TU8s3-gY-To+mHEwUe8TXZm9gZZt?SRthRTY{mSl=;6SInV#=
zrBAi+r~PQ1gfJ+3@JZZ&cjd=01XyMI`{spG`3`{n*Y(oq1QqYn9T?$nhN*F%oL=<x
z8x?q7XZ!>3(aljM*&5upa9Z*S3BD13qxJ5`;q(>3HMk=8Y_ImMtVKyqza$}WAYv0&
zr})k{3QYclyV?ER2|$3xspY<tGAS*~GLnNkZwb16PE~6nF4Qvz0#?++=K6%!+l(Cf
zWl^Q7%TF>JlQ6|e6V1|-_F<Un@PLB_M;ZjyFyFAODYq$HvBD-WUixs9K1fbiII;F8
zi;Lh6QOabte_x}S&Iy-&oh(1iNdEWz1ATtu7JDsW`<WynQX&T(ol}8xgiWGNQIoOV
zuXIeJe2onXt&2i+4ZkGHpqgD?F-Fo`KOD5X_$$i7E8JXISZ@=F)R_^cyCtX0S>&1b
zQD*@X!CBGK63VS#QIV1|AxiX#Qe#L(833Vix?WEI&+PhEam)MbClZOzCmmytZ*MtD
zNbCsnsIY2h+LNo0^`PVB=QN6Ue-q%oRo{<-eqB91jvRXi9jrb(^N;?h3;?qJFUPCq
ze-{kG^_dKU7bNRNfw5B3%dQ&%@5F!=D%#E3+IuekX$q8?NmnbXlHLyF^Tsav2$l~<
z2HO11`QI@p-)S8*dE~2xQpdE5%${(Zq#R_x*|~K4&pTsvaUM&w3Z;lw4!>Z0OOLMv
zDNr3=w>Vou^PS}$4SmWGESs4KoB&M`pdj@RlkR#XfYy@GjKHS6sv!Fi`(!C7Hid~#
z)7aVPmdK+H*5a&aaQ#fN{ik>gjM!4o!AL|H6nB!;LOZ9=77>5H^E~H>)Z`idx9jtz
zgR>Y7H8HA8E==<7e7Zk=J7egvT@b9M$096>{!u;6IhEv7Elb@7Eh?YYT<=&%fDl}(
z4baxv%PI~0^KJ9HVoNs6(0LBWE0`id(ws^h3#hQKE2bTY#2VpAjDrI+zD|rG{P!8E
z#~6|1EhObD*O9^+%q3hVPoM6bGD4V%?kb51cL0g4Jy$&?TlI2RcL|QQCWpzjoTJG@
z9)s=~CzmA3rxM#YujDDY-7?7OeZC*)3bH`T%6F)6C-RChE2Z@k437^!e|44Fy3S8)
zZSj>Jxj(+4PDEG5D1p2$6LuFT0B}B9rM5p#zVQDTd?KTdU}BD6vbGE*`N#|7`F&0}
z`Bs4f7S;Z|Yk2;tj__y}bKeC24U{-w#Bo^;^UsT=2@TXCFt63<rN_)i`oWdGOm**?
z=WABqT@5%0whQ|!R+C8vh(8E=f8z-MIs^v4cK@G`w?3703@MiU!_eo|$&&YXJPp9X
zfx5=yQjmnNW*~l|2=8dTm{-l;kPw>+F5Cd;Taum&-&+Q%rs}p}VvGv<_v49;j4wB=
z&&0<ynUf5&-X{!jSxDIWY=tT>QXh1DW%x^m-KMSG&6W{|4k`I0eND6*^r`~3fw0Hg
zY&H%weRXG~2?JzklrX}Z?Mut_|1L;0Qg3{dGSL3_rurY?>YJ<j?e3TV0CVYSH??yw
zb_RwD{zr2obSm}-`N~d<A7SM=TU_zyp){7S_izW0E>pa$E`R_fKGlw}ycNxx#4$p&
zadijnR{^TTG;10!W=`X5>f4ThQ$ZV|F^|*;y&>)hYvHrwJTWN*!I?-$f|#ejLy6_Y
zC0EBx&ToMt!^`wycDk5vSpkwqzdheB5|BQq6-yJd*aVQbjPEuH1C3$`wfI(!SKp=-
zojEM?`cE#qXzwD50^(f{3GhhMG1{FDwII^fr`ws6&2PIuWLYcmM+)3}5>(e1Oeh;6
zor(Fx)}-%9fRFW=6RTt)iRFz;wf$uUAke(c`qIh^hOMAJNc4g@!)V^={*AaHWT6K<
z5FfWbU^2K`M8#j^6SHOOu6`!GF+7QAeb-apt_X2G{L9Vi*2A%H@}^tQoFyR(t8?^=
zLoLpLni_>>#WF_~<Ao69qniCN!RA<S#5yCOu*d&pJQU`Qv5bJmCz&l~y?*?-Xg%Ak
zg!noBW>3c(f7ZyPBLEfMA8AQPe?3nYj%mbxqinc%czdkuJHFo3u~45XRd8xMfL_;m
zSUM*~cwg5@+?NbCybH_FvDW6(v}ix!8#R=KQENunr^EN3p)p*ex3}?q7cQ|WcIjRF
zU*b?MZagSn`Rx3c!zc4FCo1~-BvXekw#rSr-{j4}?Xr9<d`W7<ZzX&UOJ^rD6P*L&
z^TEY(FmgLdm>N;RM^l+Q8f!87HS-_d=8fA+h%%_1;4kcExYbV$MLu)8%%A%J0{I_l
z!5|4=lx<^fvyc%lu@7t&`pycJLv`{LoG8avGw~tWNhknWesPqni5>5=KH2Cu4Hg+p
zvoFn>+dy;0kySfHJZACoX&Df3L+7}kM0#yM-iwVo*_4|JO*AYipna*kvL^`;M1hGv
z^b)wP^{;oNiRAoITvrD;&rc@JHR*8&y3L=x_b%QrX%}V-QKWj~94ZDJ1uI-$q9uh6
z&r^g`+7E?`Bc7!)s#LOn5RA~PG)>J{P7xB0Qw9>TL7@Pw@JNt3a>TAn%rqt=c@J9&
z17&YHBbkaLt|cAfYem8{geB}Spdak`u~NFCc++=_!R&Bix<Ru+W0N89iU85W0VSm&
z$pD%ruFceLjka@T?1#*yx{IaH6F-G0{NCp&S=wO)<X^}p@aA>STwN%HA9I*CdFa;}
z!QC(Gd?viZ_!O3t0KL&ubqF%_1m`fng8b>XSi%Wl+|6@F^soa8M3Ay1k^=MPSmk4m
z#nr`W$yYmw2-6xSfK|nrmH&Q}hVN@mNFGF`SPsyiM6+x5^*ZoieLN4D0HNT0!C)21
zI1$JGp>}Xt!#RWG*XjKDP39sqgid+p<6+<%?JH}iV4%rp+<Z*q#<+~2X?jS=RUb^O
zh^GC<^8y@};21m$g}B|^ilpL4{JI=CMwkbGR0;UIhK=Xm4IwZ?h$zYiH=I%_`Tn#E
zQ1b50frQ27V<Nfx$xrWOQmdXMu7(o$%lcs)FOp?)kL~H7Zi<k(|DOD)kd4u=3cPDQ
z0;M9+BR>D>PRTzNLr6qX0<<+k?=0V(fzaDuPyaF$&=2Kyr`6P5fXglHGve0gA=6om
zhbKGRJ7fLcCeQdMQ$Ms^3?v{(vf=W79$U3<rvpEX-c8MlKC2=l{!yE@^;94jsI#Lz
zd=Y40FrqQAHWo8Kb9!GsvfYj@%=_<y>!_ypKZRvPRwn)d?&f!~v<?H^AA5cL^m8k?
zfLpnxTjsjURue%~wfOw;_4*V-t>dFkLr$oRQeQ$3=tkxaiGk;m&m5yL4Qt!#BG>ZM
z@{^WC;r~Uz#wMV$I5HqliXU?S9OI7e%`19-8deOVary_i<5~BLJgZkt*6Os_I&4Oi
zWLOyZ^w%P#z<aCFgJF#l7qZM1-R1VPNKXQ~aNawR07@7Co}XlH9(c6A;~!ukGIWcx
ziF33QVGq#IaQ9+cxa0Lv%`qe4#xmslYUr+7$?O1^RCjIKG#r=i?(347nd>$iFK9yq
zPjdS@Zj8Av03zZ~c%At+lF!n2=8#C?RTh9#(YZqB3n52^5MH<Vnjk6XT+wN^!4$Yf
zGI@9@!ruTzfCcbsaAj|cFaYtNmY+F=>x);Z2C4R11~%<+1_t!1CB)y?YjL+1=M4$O
zs*|DyBMoB#9Dz60?ul<5>5Zc?c^|eb{@KFFxKxL>$q+(Y_+%r~SNd)^S+h;i905M$
z4V29b+r1-bTL@jXhBy4`x*w%azxduJQ-7eM)Xo6nLT?HKh{+t6gcN)c-_I53FQ<4C
zJ^W+Hh8)4C3Cbb1l#2%l1G&!J1Fx@MzKqI9VJg)z<vTDCzIz<zmLNwS+h=(cs!#X%
zqh6iw)-X-sSMsgn`DkmF%<6BP==K?S{wPlCH<}%dbc7jbiP*&Z;~pY=(+nVoN3*#d
zgyyuL`m^&siOrBtP9)sa4fG8`J2lkKM!wHBgfm98-)Yi_FiZ+!BN{CLZj+Pu#8~@W
zfl#{(Z_Vl6d(R>uJzVOe0-z6S2`b?La+%l9ITGlfdjr<|0U_3FKxL)4J6n?MdTE1I
z*M85Am-mMqizq7+%|%q<&U3}1<*K_eb%OLHFaaOCK-V)6|EH?a%4B%19g2(zfvSH(
zp-wUmc~eJ_xX+Ah?*}$QbhI2SN^s>e((~o=7pu}&p&}V@w6j+x>UMS#JflKI?H92{
zDwx}acH?;MqQ=&1av|s<z*J;qYO<&#HM8HC>?l8WMC+GGsIIx5we;HO@Z;Y?Vv1B&
z70*kwMNk;SbSy~4WDBO1#KrCWIX-sIi<W_@Z&t?=o-8^pZ)MsL3!Sdo6{PZM!0Nss
zip%qONh!l~mAEN+k*mTA1rxcSD-AslKqvSDTjmC9^+qU#JrA-jm$%B>&k6VNowV)W
zS3YYe!~mJ@w1Z2lyQIvoPo2SDygM(FV)NS_-J7oqP5e~XN2mNwV<PER{yLN1@93~o
zkGcK6{mELYW*ha`&O>3D`wTIo$mfm3>!&1>J1-_(rL=JFuCAev`?u*PrutIkJoRGU
z=IzyBDW^q(BdsWC8z;m94;!K#1k1p24&II|AU>iz*r+#CNRKCcf#%BwiDDK@8CWpK
z2sBOok`N6PgYnDQGdognke0vZv~0=O<GU|0v%EF}O)Z5aW;BOBYN-uakbe6_+GEBG
zZ<bbB<>6{T_jozr{lJ4$&s<WGP!1P6&wS~ubAlnXbu?2HB0l!2fx=HJWfJlY>x@RA
zF)6pwQj{UGq*zt1h|_sxdMkAU11f4kT1p%Bj@+E!OO0_Qx`F{B7Uo?~><mz?J*@m)
zD!omO`VY^0JmSthJ5%F)>PS4UDJ3&-y_8$|3uuQVP3&9n$*^6}R>ZM8exb^N{Cz1U
zVIPv8I-N7J-Pa>;vO^@nK$_7!_YV-c)Z_wO{4<M+3w~<I$?tdVXioAnQIa~=4z*R?
zOVYEpHNmfWtty!#>dp+E)WjGns*N~j==s{<qVBV1-Z5J;A}vo4bqDc1PT?0P0w*a$
zfN2!&!FQLB`Xp{^Yp@sL?F2CSKeGhun&-F3)vG)x+o0amzI(GazVfdtX8vpg*H<LZ
zEBDOny_H+5<y9&?uld$9-fScS7>@!5<0@P^tj^gz%=KnI-hSeJ`SdeE3N@4YFxnJx
z$T}L+oiudk!K*dljkGpXmlNm2{?BKI<p~B4O%;ropu|CPKCA!(6^k%t1UFA#KhERV
z0+ujYuaYf5MtuFHdTV{ssc(`h6Pr@ZoCSR9C}Es;PFf(Xl|TWOYRRPU)Nsi+Ci=`j
zM;@K_qzeFeYA#Ny*R^6)y9|*zMWr{F$<Cyo*Tg-Hg~7PKJ@|cnttj*ASC^NQ-o}?v
zN!EASznYuhxC`Quv_D!0t!MK>>t)t3oI8%BD_Q%zPw^41!wI5K7Wt&uwjlu`s$M{{
zAqlo?-joe!$=`ghj;e=Yu6t>wqP|iY7v2MPQE^c!9ct|%8&Y9te0!WGxeZ(E9b(8)
zYt~s~H~-e1cfZ$7;ntK|YR&w7+%IQlbdG@D1(KEMVLxt3Si&KVBLyztuYGB6E5|i&
z>wTseW@*I(Wja66#w<eF9qsx$+F{%;`xf)kJ*}VKDE`mlC`b?4N76OkuR1ujb_hZ9
zz!K-J2mcArh(Edb0UU$_*m4h?0lqa_j+$KkE<dq@#-V3=J}#IrX<N8Q=hK-rw#`uP
zofC<uK?ecCU8yjYqKR&o7z^Lt-+b@`#7;5J$|i}laX+~p>^7;_Zd}6K@1|0uhQ(jB
zT9pc@O=~gD>shI;1q`iCP}dHfm76nnq-e>Z%aCIJjcZv?>uxQM-%2(yv9@}V6>7y8
zh7hJ%JBx><_gIj4TkBdsoV%w}uC}J+Xtul;JpAUYOoZZI28-JMa@F8`2fvOfo#(2|
z#Z6)alRV?>U2EBN;fuFcwQOW6cIRL9{4IR8i#&Zp@0i|IBC8v%cGr4-k=%Z9I;1&p
zJ4QG-WOB&;+b29#METjwNgR{ZYnr{?n_4yw{kNS<Zg1=L8v?A~(mW9l$s~KHIWU_<
zZESJIvs{CG_xFY|yYSoMJ{0P`BP?<Asga!B=lDuVLPs<Dhr9W{7)ynOq-amh?HKRp
zgnCd&k-!JJG<tCCyUj~3-XRxONknaenN)W8klNdXPtW-twg|oqRCqN^UYh?ZKO-j-
zB+TWIiX_n|*|&K3;2W)h$s}mq=vNA8&x>uQm<gVtB~Ut2EHDPH_?wHyFyRD<DLdb2
zR_VdxNVlciJ1?C>A6<FOKDhO<qHoLVRko<xcTv-HjD5LIg<2Rk#YiyK6f--M51Vb^
zf>E0#L8AoBN~bDK?xk>A&Ap2WcXB4p03u#Hu70NNGc49hC$TWwKDpnc9KrKItX8b>
z`W`RYH*NY9ZwYpJH_c47V$4u3C_>+%gxe5W1*dSz|0*{^U1P!`$x)OMzJ7MQEBo^^
zDHLXL0A=<>J6VLvx3Ue>RKVL+5?KvXCevpAdAb_$M&h{?Ze~swCk3N1Ix3Rgn(vcr
z2r2XuvAY$OZC9F^+F>!w!p(%soij@!FiHuD05c7h<cq3QQQiQ2({De%1ovRb=am%}
zwod3VK&FlK<1a>;rmdDnqWI#=G7IXU^$%~dq!G`oekVXne@`=1$oen((|SR@#YaqM
zoF%AUK@I2fwU}nPX862W;AS|aeTgG_c0EBW{1Y=ZC5?R&C$ajV#EkhV-5s)iLA-!V
z<d=Id)xNk=r=T;yHR$QFI+Y9;6d;BOvQPOYBI+j{+>6a5=LO3KVbLm)+hXH|e2A<c
zQ%5VOo{wZmhaeAga&R1I#YS_8c6%84;;{u?V_i2}O07@4{p$<5*3VwawroKDxcKv0
z%PskE$Drr_JC&*yuW2;mV}f+QK97UXD8BDdneMYo<TFtDo?t0NjYb`@A~<|R($YRG
zGocw5ydX^=W@`Q+G&8gE$Rz?fdmcB^<NY4LBv`ETK!Y`Ziu${2ZAz{g<a{t{BHixW
zWSM1xkJPeyk@47{S3k`K(mn1evWF-<i}dz=cXqzC;bHLR&u^-G6o*}Ukve0-+N%>b
zs&WRJoyGCwkapIf{@r>`N*%LX118#M+}(coM*AnCiD@ks1>DPDQdfV=S~p6#G3_sE
zWHrM;?n)SnB=^4ShV0iLY==pn^Bd|GdB<nCNA3kq!m^8B27VR-ZH}U6k*utwosRN!
zhsf7&tXN{!hqb?3<&URRYYO1wv$hSGC_9<}VdyXmmfM4sx6q8q^xuKeqf0Z|$qIs`
zFG#-#Wk448lM1EeFiGS}-4g0r=+x$0=vkD(KI-_>jYK}dR?FJPnwl;m?Fn9HEY*M5
z?$V#BhUKIMBARYLXgs*@b}#s$p#*hVLFy~Tj3KHrB1vjCtY#P+f)=TItKC3Ux6M)w
zPxxv_*Pylu3M^X;Javv4l0Z4ts}`G4zhS??ZL&L<@Uy-fCxC)5Xw%#sp#r-w*~C%H
z1&4&1`9|Xsh}`{FsY$};6&S2G`|kR6{>kU=C0+&AAx!T<cCB@uh2{kNZ-EN!wi58J
zm}W>6)Co$1BI~8r0wUVP9@AneTL?kF4|~M=70IT;#BgK!sTk33PE_eg*C*(R<i}2n
z&KINfmB_?c12z~Gq5c|^v`34ft*cy?&`gJAAC1}~z-=NdA{5AN;bPg>!E^(nc?RLf
z6OtlY1(<dwTt2EeozroO-L5Lu$1W^VfP-?bvh5bIjM@_N<z6h3f+tt)+cSN@4q`;?
z<_wZ%zsKIdtlu=IiAyQo)|}QfPNBi35Hlyy^^*0zj!t_i;ez-=5UoE?LOjE~nOgIL
z&se8AFyg`O0Wq{W3V(xfLvpeI0LH6hsr8RkAE^~)W(H1E8r<zlZ7NPsmSa^``S6|K
zO^Ai4u_c$&KYz9}+}^Uni#PnK$c4s@)RbW&%fspb<q1t&kMlZG0Qu{k_v&N}oN_E=
z`r8J&ercAa$hnZR!*(ZdtiGaYa4e-(n;G=gS4aXX`X^h{8@s=OrMpU*54|RjED8>n
z-?<hGdz=N+SqoHsnnjhXNW%G|49E3ZHPL^I8&HjSCsxt%5OghlZN33Zlh0m{NDh(@
z-Ti$6i7C1JM^M7%tG6H}ulVzAd@qA0g28KI!`d(RMYdEOwCMmuD9ZhR$YW%$8f6vw
zkGjqN>qLZ2c&)Fb9IXulBS~s&@<v!G1$)_<$HK3?|AqwgYtnzX4hc072BJ9+CFd<>
zNf~R$RMbis-f!-;&*Oy1AJ-8r{yzUxOBV9eJz$%6P4Kq4^q&C5e}Ezxla!?I9?16l
z7opi5Ds`I*Q~K5^u|pTZzDIY4OcqR6I+8cabZqxjWA6VAAv9IEzjG}-5N5uW40uxe
zf@pN@$VQdR!uxFZBx;1~n#MF+H6I(|Gq_Uzp#2%J$BCV>`CxtibnP?>OV#EJ=G&s3
zm#4`!Q`Tr9&7*fbO3Bl*K79r>?D)R@bl_xL){Bj%ocVSu;s9|FfPDU8rG>*hM6ZL5
z%+sFXDR2KzHEw!#R!W!wP8@RoZCb6l3RKy<+wk&kBvOm+&iB>u=*Vqw{g))NQ*WZ0
ze*n-AQcX1Fr>r#ozrnBEZp$!W?1Y&3nD~;mwDh}rxCUCbH7o`@sDkPlvwPYcTq!FD
zpbZ>S6%MlKiIL3y<KpG~1kEZfEcwbKc_ZeeW+(^>C2ME^k;Fs9Sv`r-Qtaa7675$q
zl5Ez|25Y%5e>m2(iseCtD_k_$pP`D9GSJhi;f1lbnRc_ANxicrjCHoQ6&nw<p-{{$
znNa4I<P&l;peValJI?&)-M&f-D~W(f&_oqYNim-~8<|`>-?Q0+6g2?)jjjBGz&?F3
zMm@ZBu==JbC4bJvXPpqosvX-cnf&x_=H#GVw>>_yL^~Z*A~M@7u$+v)e|cTlB$SNj
zp8#;yt-^(!!7)HIr43>wZ)0OJz>S%h-qK+!S7R6Z{};cBBq={Ta54eEbT(qz#AX<l
za#MrxRAyM_0Rb}TNn$!wTLVv_&-1OG{`32DJ)SCfOdzoZf%+O{SzMQUe1~4xN}>+I
za@}Szkd$nwR+P_u4}|Waw{sso8d4~DQN*wFqWv@4SoT>76D@vh;)TCBL%(Ox#MecM
z<x8%2K2faGtE^bqlj%7_t3tIsm?)@Z1g&34jN*1+!>}o*@>^B|$%=O^uOIXBGS!xj
zKxW5~I@3`O8N$wmd}I*f-USK(Wu_x9Pl@Keba(hLjY5e4bG(q*OI$NE85w@~2|!{r
zpH}@P7OtYpCQCn3T9{$qqFKyice{~E-V{maSt0;<!9>$1Mp0$a2+zTMjz!rymvOtG
z8i}#!R#CR(`Yrpj)x@7iJInP`s@upM@MfN<eRCsjOeINq##3f3z@7k3Bf!%lWqDXB
z`K>fTNhGcOoqt7+Ho5EN7(80{Wn$%;zvgo!_HW)B#Sp6MXhPACGBMAbFfb9gcjDx%
z;@6}|DR}rA;(zA{e1=d0BYC$re;PHy_Wu6<KY)_JGa%ZGDr<)TX@%ZV+5SrC!giN+
zj|o%Kxvu0~`RwiZuOh*PbVm=Qe)63J_;mX)=O^d;gj!rZ@6IH8f&^oGTq|Av(#oMi
z*nXX@UoHY6(QUKcG24p8O7JS>Iq%sBcC#t<Foi{434pAq^;6$>CQQ^?G%*iiBwKFY
zO}#|P5W1y5>(26L`-<D%x3ar#xCR7Vf`n=5AIm1YG68P4&%{uUV6I%(PgyV3)Onk6
zG%va|{BK6XLg_^|=7d*%*pLMLIDV@9!7KsqED72yduPL$@cfzlk8)OVW9QsEOrtoR
zqZgeW$A9ZMfo2OD90gwg0CB@pbzVbtUQLX5=>%$H#K{tftf-;{!t(|56aL#3oZJCw
zTu+WYy{bMZI~#1w+y32m!}sOIRJrJrmym2j#;x-!!d%;53CRr>V&%UkfA7w}vL5KS
z3y9mXd~}=#hiQEL2blD~nmA86$!b#0opN95xvp<I+4!}%#`tm7DLiZnL2BgI8)3TB
z%S#xICZSg$EJQ1us3XNmyZ^eq09q_KEU3#)yO?}AE8+Lu+K-e-wzI*}r38a|d5W0G
zTMQdlPOCf+0HBYR8al{L5_df0`}MzJawL!&h@c-axf2@mp71;AI#^D9^=pxC>sMgX
zZe2fY!V^e>+B9rmu#`$_njfPhs@4vlmr#$`O$gckl#|wfZ+N6j#X*`0jIEh_@2!s^
zR*6+>ckp3uKx*o%prG-tq-LuYgAeP^PA`0b_yl~sCbYoSEG0!CHK`e<-UEPuw62TX
zNuqY8?wKtA00sS$N)-wMJb9O-x`Uu!pB?hPXsFTWr711woo4ODNDb)_pdOO50x<h!
z`NRZ##4do}(%}eGeEdeVn9m)9v-PGCI=Y?tK~UL`LU7Ot!P`L%FvdePkkg)494i&I
zwcn_5qBiilJ(cK4Qes>RMvppALde9^0jkv5=D^DS!7{|sen!5c)E6`V4-lwmS6bad
zqzQ?{Zc=zeAWIK7_ubn(-tW+z#zx>zTHou%Mkd<H`I0iYRX6?AbZRUE^m%^24Wm*n
zPmOqF6>V3TIYQWaRK-B};m<UqimWOJTq{#=nHm|O5l|lc&%iWD0`7)6MsyfS{GH^3
zwD5N`PM~hf<@MWXD8h60ZMVr?@7t9+^1C$8iKlWlzduar7QjI$+}8=MKt4e09X99H
zBKogsey((4cDhBSzx`iV(tR`A*Uz|TXk@6Fsuy~?#l5g;E<fY5Vwh+{380)~-#m?q
z1v8RaFr_EXRW^T`o1UNf-PAbUR7ZmpZfd9EA&9b&bNc`eiO0dB{C&Ry!YsZ3(4X7&
zP40GN`31&OL6>it5fWiofQPTnBgITR$C)vUl;ZgOg)qcOL1BX1o<2;`V9K*bu&mtq
z-mZ@DIhES%w$v$=eVB)KAxbQ(V{(-&{G*wfLp$Y3i`U_u4+(NLjfKzWbzSr3ZJPt!
zwlphJzThX+OHa1T97atV!e?(-=$I4KjE0cp{d3)ACvR3BY3V!?YRD6jEJ<)P*(N34
z)Bp4vrs!2<7Yvowb-r-MY)U`YZv4};gVM5LB_Dni9Dc2i_&z`3cOEo??Sr@dt|qiO
zZX+|C^a&&nyek5RW@ba_&k8W6b0Ihfk#<P{&dJw*Ww&l&w8JQ-A(|o~di`f-RdO(@
z&UP$T=c~2elgR}P?~KpV20bOTg<=cz-@c_zU#kh=e-Uy+SQtp`tZNBsHu_Na|E!3w
z=O6A^AI~euCnXDPD)h1buWl%rem_2Z>Tnl=<pk;0Pz;W&UW6+Dl?$yiCaZ3mc;~-&
zq^+shLGK0D)aai$&L=7sX5sv%M^v`<nb5#N7!ekER^{Pa7ZVxh!8-pTVku2+?>x9V
z`aPCFc;~-%DH?GLd`1YMAjsGVJGfi&ttLW;=1Onr+2hZbAP8y%`_<WjDi!IngdKxr
z@F!B>G1kLPQQVlQ`mWi7&W71D`yn2S?D6PKrAMs_++QB{w*1^8G)fu#8B&V+h04Kk
z4HQB9H?4EW8BBB34HFbgTbVB@^9cXoR0im9)%^Jd0-D(>);T%2K`o9|U1TSGUS|l;
z08bdtAMg1Q%DV%UoA86l<@~4-_xXbB_j=TI<BqLmU;cW>K#h-_q#8Th4t{M-P@mF~
z6$a3S<j(fnjhB@zjeww(^i<OI(ze%KMM4Pd{G%#rQyMh0@{d&7b}$RzZ(#&5$%83F
z%_+GYMy`DP?Ll#%usFTBPgyO4`9RX9PG-HRMYD+GunMRI_MZuve`SM9lKyKTeAR;+
zoe^~lUd$wF`Q~MM(+=#B+9=PM#gdQ=Xnl;_Bu&?z&lQBnO#gYFBEagLjDjIUf>1?h
z6%>!qdpIDewq2r2nQe^_DtMm59uwi^(p8ZKlY%!JWLr7w<O%0nLYILJ(H9?Q^!hL8
zfp6xTy-UZGAv#qic6B71WufEBF2srAYw3?;24tsOydMcho56tjD|qL|g?)=xv5=S%
zP~qL5Ae6k@<>|h$BY{|~@Z_RYpge4>cf5;)s16vzIp%#=se2*6y*d^YxM&A&yA%5P
z-JF*@qzNyD?(~HKla$jS4pWig>G9$Kh{yG>t1%x?&9m`bf;xWMfi@PfPvf6@mA!8e
zvM3Qn=jA8=Z0q1DO}=I}2i>*2jGn(q!W8_DeEC_D=s{r6z2C)@VqTrOUDwvxngCW{
zomv%o=ZOai7|C1nQY9hOFFdN_){-SbD(E3Qko9CmVm@G-aFbGVE*xG<o?gR|0CxKK
z)d!X7D#TIWgY$Y9xk#C*#!$bvP8!}ea%8#F!5$azj<ucKX+L5@klE}wdMIRi?(gA|
zq=eFvqYNp~!guax{U<L)ek3R^UdJsA&UTMiGM^kq<2KP79o*y66VCn%3~+V=(z}eW
zvF{Cj;kn`SVBM0i5Q#70B^+#?jU%-TQ}DGHDMCVR-q5NxpJF@LizmP$J!b))79{C!
z+z5@KI4@k-0{geG{>8xfZ8*`ahDsVsZ2`b=(j;|#v$7k8IE3T-tpA|w<WA!Ee(Z;w
zD}VJNMI5)@*_#*gHc6s{0MY7%aYlUwMB9UZ0Gu2wDEGN^cd-WrbDx)#{lM-(#>j}`
zDRdacfT#6d3*H$bkM^gpaiP5yEYxvJm=w@PW+$jFG&tZ}x%xQGjrHz!PJRh^(C~=o
zBdu=7rJm)185WwSXF%}1out7~UMbEn$S=MDvjJI|cZERfPgmify3~w11wv95ySVbJ
zwOWCuuTNp|dhIEti2&A3H1sa*(XpBU#6m@-{)ydMHgj|aNW|^tAHXj-dAh{ucVo9$
zt&WH7K9V-Sa?QL|ga1QD>kd$*y;TQX-J!ir8gHIP;}G06g;x%<0BWTnmEsLo{VswQ
zC1%9qv^2->sf`$=9r{1wwp&?_dX>M(EI^}Zb^0nZ^(%dvlEigEWD-2t_1gOMwWttD
z<j1;3mY5>T?!VJn78;LSV^^J<<B{C<MRAoe;AuQMgA~O6ZOToO>8w^-I%2sQe^O@n
zrEyIVmuLfzCYspl@soC|DUPtheDOhhSHX}((=V73@vOX7)+S4AFnS_Vi~2oRpPy4_
z60h<3Dfi{K@<+{j$k0P5fA2zoon@~uW`e7E{l02l)1B!bIhM1zD8-ug)w1RJ=FT6S
zG7*0Us{hcn?h}*q<(|5q;bXlLBuT>p5@-T`n!qb@5DEFCy=M2zRWJ-@)LT#X_vr?`
z)!n#Z%m<kF4mhb)c~pY?*T|q80IPzba^+QVWy7Pmx~8HSZw_q;b*(W_10Rz=nA<$z
zo2-VIt-A%C%1F9djav^M^`=tiA7Fp>vBi|GC(?74()^4zlnJ=9ZEPdq_pbL1n<M8#
z&VeX59R>&4y?p<J!>0T4)U3@}+|<xz6JnIXCP{gk4cUSf49!zo>Vqm1LQx1(4V7@z
z({mCdNIRi5OWz+x{dvwlFgLC;aH)_{2yYxU<Ad?ICCgTmra-5H@F)VK&>?>Pk3zGA
zNQh>Dd|!_AQQNzMs2+rmGlj?1NP^qkLg#)G6?L=p8~Uuwd1J@ZY<3deU)li6yP03)
z5^W&0pdiC<KL^rxON-M}*3(rU@#G+(=rW8p?4Be6mH8&l8*OE$XYZ(GmMC?5OX$9@
zPtfI`jkX}$-<F0wCQ%}mAV=LE33Q2}NMp^*08Lh>9c>MJoS@mjh<Y{3Y>SK=IS$jZ
zW`fbXAKltJelxz{(W~TW%N6E#!)dr;tCaJ8h9%_jvvR?sr>{A+&3(PDovM~~tgU#8
zhu1rlS61X({lLc)wBbg!gHhjD`IUd#H1|y3?1FM)rew^CI69^awL3eSy8F}KRuAYI
z!I+%4k!Xa<w5oKJ3^m6#tDV%mfhRe@`*nO&UDQU~867>^p3jB<b2<IK^JY2B`96{O
z7EX?()8r$ky75#Ix^tytMBDeFvt!&fc_}GpO8WG9eHh9oLU~&|(C4R#=A;9sp=jPw
zdWgK292v|cg;%_i(#*#SJ%tmFq58YrSCT|cfLToJ!(7S*Z|RxqC?*xKX7H6_h9&jS
z83=0k{NLc_5B-C)!u+(U0$U|$6?B|4CD<i_P2`Ef?K+Rd35Bw+%aTGw)s-K11$L^2
zF)!JYVZ~$REI!lu;e3SYU@bG1`$l*sAUYBsnA7`pfqvn0C@kIO!qz;r(z$-t9z!+&
zun?Umg4>9P^J%NB{^Z~)Os;^J9v;wS-}QSv1&K({`e-x6`8J{?lodL3>3$TaW!i52
z@h7gLpOnB%AJ)e)BeYVO!$|P)2?-Wf->oxVnT3<SI}i0*!0k&H`KKe;fRvCs<o7JR
zzWdP1GWHE1zd_{$#eANc4fG@yy!-^m+$bqg4)O17KRBYUuz4R!I6D1`BU-*I!LmMV
z7@)rR^r;BLvn<ZBP|E5Oy~kD3WfV0QH7m?B##k;vq}SN)*7<{&hq1lv5j#bp2Dp+z
zSApati)n{1Q>6muTn|D%c{+DYiju^}k$;KE);T(5_Pe-iOm{+n1#U~VzF;Y-$#g5(
z$`Wyc@&6>_pZKx2@bRpVGh|?y#Z)wu>ZM*XOp+1qOQ(vN!Z@HY2GXgn`F`Qtf>}b1
zIk@ab^zY~*wiHw66Md3f+%g6&Rh+Crok_Z>uXG?4@?B<`Dw!5hV}X%**O^3SNjoa}
z)PWRJ&bR-Xn{8jUl5{Ck@bHmc&_CF@2iFR1v?J@e-#34{1$?I@_WE!9A2nRl&u*GK
z%-^WCKEJUs{iFpiv|%e7g98M7xAoJEP>)2-P=O-~r&_GPDWnUOUi|hQSn$8C586v!
zLMEF-1tG;SJKIF567C%qKHMk-GCDRn;^;XJRTeC)#2r#NA|DV+>usFBNxuxmI+wRq
z0<tr^cq%G#UARzrF-A3*9<hs8&4rIs+W>ze=nzGw(Uw}l0L4ZzSD?dtwl`|qbx-TQ
zq{uv536Lmx-(p44A=*;$)?RUXceygg5&wEDb6L@e)CHhpo+@^Mps+LDz*P0hmQjzN
z6LPm@nwpIwn8pU$7BLAbv@)&5wj=%bkMe6YfAa&%NYJo=B6?0$&7_s$t&mAjs<4=p
zrbS0sl4R&_lXPR0<l*3#(21V})7SfH&t^OL&qZx1O&&`R#@L$NWTr%!pAMi>5o89;
z=4QVzeIiZ#&19!Ij8Wx8Dfl5jZK2dwO7-YHPp(9#2a9grI}d6k+jdSFu2k%-WntiY
ze>#tc{bf6jx&n1U$rvi$i;S$IR%^<u@PPn-Vk4C09mf6(X<q1v<19x1(=4CucGU^a
zIA0}CT8D;wK11*Ki#{Qm@xBYnF+$fY$^hI3sYBZnCunU0!b;h~<J>hf($6`2kM~D7
zO(j;`KHBy9Oj=zx9DmRDXwXEZp;cw+^Yi6gzRE2PS{CID$YO`c@tWHMGB+LaF<j)u
z51U_Xj)t?M%GcfQA!@&9W$1YYQ3<K2W;qwwA!ncudn_oB`3|0`)ZQzCc@IUOW2@#f
zS<mUIyy^NmK3ZF&!E!w>svheGx1V6RGg7VPqTl}V{i&#x`G-8`wUKQ=#Q~Gjm547o
zbYqdlUNTYCsnR098dT^!RYC~7rmn@Z{sL$Pf}VaIr-3=CHEAXDVF*RZ4D^<!io<A{
z2oY945(-1!YEZs4&72lm@;7LM5t1RJK*kDAv<*UTF-hmHf1}pmEZ}rnzYJd2jcQ)x
zr80c~7T;Pc`nYF6*v8SG7@pU6b%E!;O{d^`*+b%?_ez-A`afTQv5(zV5JsJ@C~tHo
zI5-P;qPUw&30w7?5X1GXuRQGz*Jmzw;pQ1oR%QM5yw|iQgW|uDdlteW2m!)sL_^d*
zYoU#!2!e?*W-MAI`X%j{#+YjGH$r#grJ~>mSeVLA$QG|&7wrgpI}Iu9($Ro;PME_n
z<s&nbvbrXVfG~VkIZv3RU03_>k7?lh9}(EW^q!-Wm#GnDNeSO*Nm7%g4=q_kZ-v{9
z-t~hgwdZ`RxW|VM7q&#Bv*W}rPDlNNKJry!U8Yk+-xOkgD||5|Xy5I|BqJ-#UN3+g
zuwSaOK2{{*U^JR9jZ<OZ75;RduWxK(C#HY$2_bthA^RpRnz*=O;`tx9bv%1>ZRyJI
z56Idd_#B7{7>dZn9$pIH(`AY^014vxQAg4akP5RmIbUMOqTKFR+>Zz-)Gyeo>BjlW
zTiwggWa4|D=xqU2DDG+oQ9uQ))W)dlo{?51n7B|SIo|4TYojjxp3olGUYwpGse%oI
zdf#?{r2399R3_4WQ<7yIbC{3QnR+1=F|?DkS*LMs+I!Cw=R`2_B0HeEnk72mcKa$a
zEdyGF;P<E*?@yI;wk*G>M~!r(^`8#(+1-13o-|T&@<~IOlU_{#{HpgL^CJR;2Sb)l
z{m(AdAmKis0%4#s+fnJU8iL5Z>EJ(U1od)uuFn2y7cz<RKRy#UmQZE>?^Q@aw8==g
zz?eGcyv95w7s82Ih&((kx18`E0RqK92~q0T3Ti$J5P;B*Y1#u%qUrVGUq~D{cFDkO
zl=;?-uk*tqJOlX>Hhu-zs!HAkS?9CUdqJd<n0Jm7Yx#DzLoIFc$4(~t0vP=1S(CX5
z_u(6>ygmTcRNxN~?6)6bklg*Cv_83CydqoEDH-g5^qBSz7f8LcSx=_1BZ%-`4hL&n
zR08xQM=OJ6E0}-z?3eOk;vDT}O~EAFC`TmGa$e$_<o*lVE;+kGKh#;ATLqeUYp4#Q
zrP)X#@elAShN#c{C+8tY#Pqti3Z%Hk7AeUuOaiyd+!TLSFz9u+k8M~VvQZ!Gp>aD2
z66fQRkt{NTmGadlLfNcEf;Ph)=c&9xvb>apfBo*6hvKB9P?L&B8N0$MR{W^wVf4Nu
z=@yDIHR8{Q@-P*B>}}JihR8782{|jV*GAt)xEdNzxW<Jc^(3WlA{9g2v(|{}!fJP4
zoe-6M!ABXI((F(wR!Zb27*d$zU7RRN;;jKY9ZB8`(cC)+4=k&RuTH!CeV5C3m<YBI
z^;?iW)#z4+@rYC<F%FIc%2My%%+=kF;<YaAz0cDs(aTC%DhM)x7h(@j|F5h2e_!SQ
z?RW0)HV8PO`CLqxn$vuV<W->rM=u5Fk6F|&)wEoyAXw4HB9DYgYo4q^{{fgQaHZaq
zn^paiiV@OpZO$8n#4{t`S+PRKrX~w=@emF`5LuMwgW1Eweqo!aA7lN~N#|3pl^k50
zmidLs2kCc#4S8PqxyX_M(h?B0gYhUR{@$P))}eE6TPLb8D{@{FWrE|^yu}0&kwl|a
zqX5Ynv83(DsS^q9u-aHI`aC3)v|EZJu006{U@NIcc~#0ju50{323LIa`}DT}5?oIh
z*^RJc;Je?)LDJ=582{NGzR$#0PnM1u(VR^ZNf+T398<+&jA|16F6^h&7Uh}__+?!6
zB;g*Sv?U8fZUqY4jY)^<ae_8C>s}k>7X$X)Z?>ZT0a7E<U-kCe&jOr<Hbrz-Qk0G0
z%Z&gGHFMy3m=}RTsnb_aMItrg5GlE%VH(Suj%g_4e4R@*Z~bEUaefpS`<zwG?tGTx
z^@D={=ehfzS0o{`u;<I*TUi&BpCj2&OKxbhJNKrnhiCP16El$hMU1rq6X<rrVJOF~
zi+&dnZA0l{iD>mG2h-%^eCb8#%QIbjZ7oHc@zCo0Zv7V-@R3ude&wL*1k29orN5Rv
z@SD547O<AqW&3+AO~7n;(i_h8U%(Htd;}zgEG)l_l(l8a?0>`?+Wh{9CuKrH?`o9s
zAK>$T_w_{v^JDJVm=6;4DW9MG12o(^ZtFgMSt7bBs+xMRbGRxka}(4(=igO}TPgJ9
z%3lim2cUH)@Jp`U9cUS0%I6C2evB=RFCjq*^X>Z^D`nkVEQEe%V0l5W*n0b>%-K;K
z96Q1F&ayxmAZb3=b$x}<xZb3_y!0{vP}%rO*H48$?ptpSNahJ7P#2V}^s9@c3%*OU
z5~5^)b}<jDrmJ2AB-xu+#U|OA^)CH$Ts~3$!O^8k9XqA6d)egIuSy-n%I(-NA{qXi
zw~U;J_nWjxrC@wL*9=?K>q}+b{dsBAG>}#BUcdnil*+<AzS3$Fn&^@g-OwBe!#|l2
z#_VZe98h+J&09$16n=r@{zs>;O}|R4r_)PB*tarlF|+GNKEr6{W@0=H(}aWTBLvxI
zmzc=-i;muSHeVMs-#>Ut(OMSYgkfpJ4s@`ao@r6FC5vcL(NYQOYjKPGM+MqZW$U-@
zZ*rz8>KzaMl>YYsl-ta$zMuf9gEmS41b_%%0mjr4J*IDGlv2ax%uPM#uw94IVq5~6
z{1Fb=3=Ja^GHZ&ljzNfgv^&k_&>2&EatN&Ajo};CbAD-e+m9W`oPxCYHT$_5YHA6x
zPolY>z=|YM*~-Ls$stygbqrtWkw%H)H8Nj`Lzst^h0-M*$Rt6a9;|M~+}u_inOasd
zzGdg2q+Ml8%lUKmUpeRQY!?3y?>Bz7ig{1WdP(z2z*2M;Y?DB@QT@)v)8wKk^j5Ks
zps^#QwkrXbMx|x*L@!H0-Oy1xv(Tc#Ze%uCGdoAO_<)g1C(G|AmU_?P^ni*~7CJOv
zs~1zqPN{8C+848+lzeri7ETg$wKf$KwusR04CBvcR9Fej59lHka_QVRkB46CiFPJZ
z6Nzf9ioXiHoe>X>C#v~yJ*Z%9A_U?9n1%G+pD@<%8BDVl^%6h^t*Pd7eqYU7qqntN
ze13M7E+9sNx|Yu_!oKEKJ|w?+dm2aS_cLfML?J+>m(13a0mxAAc3W4;C|asPM_oEP
z$Kj;Y3cY~iFcmfMULPIQDEJ`Y1yjeIl6$UWW~dDngh{f)k_`Q5R9}0rUpqnwny$FG
z9GGj`J+e;{)G#wWb(%{jyBeDZZ@ar|E{z!?m?X+9t%YjpW4~f#6NNG(L<6+=3avLt
zL2Neuj(|lFOK<^7=8gNyuPF=YzOqqC7*1Cc?>sK>9XAFJJ+x&nF}^R*_;DrD%dLS-
zQQ+H$N@&6CCicFwGitdU@BQIBoFjcTA?_Z0MuHe~6*w%<JeDFst<yWQr{6x7gGP;~
z7@&M4M`K3h*{Txem!BLSaRuEXCHm5O)!$H=I(en|mP?iO>s8?2;_G|Jl5%}?6g=;6
zhV>|g+S}gIm$VKZ4uFF`O}fAYo%z{VydUX_gW%N=M>`FBq2n<G&nN<|v#<!KAW2KD
zWOHV_+{N1~I{et$dv8Y^ab5GgIi>?DpLd(bSn@qQVtu8ou``<wD*gVZY2oabiQ&-Q
zydjx^146x1{~MJ=Ua*-WHTi?rznYLSuDep7-ue2StKi<3eN|WtURNejo<i>s^BQiP
zoO>N<5w<mt)d=?om?_QRKjsvI%(Fj3&Y|WZCSQ*D4&&I$_4|YZ;d@h^Yp%|ZOV@4(
zGvCUgdv|>_&%&tc!PX^qs04bT3>>QK*}uaW!~JxJlwl+2+#Ii8zZvooB&;I73C_A!
zz7zn*Ed*b${sZK_XQd8#BKCAS|MAeD|6YV=iTUXX(}iB=O11!&{>Ry+D)x5gkC7`k
zznES!vO~$>Uy+}oLy8ak*d0y?V;_X`Iv7hK>zdYC+b#tmzyH?a^7-a2!45Oek#!MC
z*uWdK9meiY$AY7lCbw!W|GGV*WnT@+@j_9Pq;mAB#Ueb-CVDTgj(5oPDf!ffB>Hvk
zZ$vsKb8kzDGjlav1}yCryP5dYZQL%<TY<3_b7ag=ra-}|W5xxmB%YBe<~kbzg<q)y
zwY$(|t!Vwfk%ji76IqFiDW!HjcAI|ozepe4BFZ@aY+=X;F;56D8NQ=LX_0Fre3g-t
z@*pF5n}bvnVK%7@;14?4;YelcF{#!XtHpH5BLM^zqpxOPM0A?)Z>PqX3<(Gjp$z`G
zCwX`MJy%l2bE)A!eP}cu<HST$uVLD_g3toMPsfBluWn0a>%H+Zs~RfQ6e!7IPRK}Z
zVHHHFxE&5d7qCer#{XxaA?;fg`^N)?<qgBf52F1VmP(HQ0qDLaMXBrAH%nVBw%C{&
zeBK(iiA=kegW?~H`?8XYr(8Q|K`nDRbRGSihxmm3ysJHdVZ^bXM8Y|@0Y{wMZu>7&
zGEyW<b<N@kB3K8tEa~s$EdZhsMi^;J7-hnWh5a82D~p8LS7F4{f&RVOH`jB9z(ENM
zgezu01xo#5dBoX!VILlL7jFPLU6gQA_SU&f?!55rp8GF~v$am$pKz|83ct)A+tiDB
z72lgZ8)&I!K~%f9(RgiJEWx|7&eTh$@A!!a&Ng10M7qinz%u|uk(`$eoO{o2tT2*-
z?yekM_5iJI24{Q-;XrK8X)!%#$Ds}-^2>FIlqlxp4j~U($sczLqa>AHd0=(hU}(wz
zIz9Ls5*(J8Xt3G*`iAcCIGQ;D`NTty@L4t|lHH9lJ%Yz-AHX*W4tiqQ%tun;k3HBQ
zzFk``B>J^^oG1%$;+W5-rSD%>@Wnoj8<{&gz{Uu^8Qda71bh^aW(jgSOxGTXxmT<8
zgBcams~@c~CaG$BvyG&S&NGA^B8=LV3$ajqVi?ic55~UUp&7pB-E0Ybpqz0DwVO?H
zh3-0Xb2E{&@x!Q5hNjc{%F_^8dXAS-+P$u%?O_e&6+w+euFNn8LGJG+0wCoO<Y(?(
zbW#&u5RIYv4-~)^tKa6h<F0nUI%$NH^47FowBJEet98Vq^~k>`NzVwZ!zZLEBZkRd
z65wKIPozEv#Vc#??-t=R=najfOJ|PP49s>?-eYke?oBfUHR6dhJ>ln$%t;nNHe0)4
z5vOjRw5XqF{sUt?%{D1`VQ5O79mSspt{z%!QK?BBuf#V+(@V_+c8{6d<Wwu=kH*b!
z5(^wrPuyi#+0FGV{nQ1V$j3{%TI-+caCq?d%8nBo$!juNYm(c_XE>t?s%9f036tgt
z?F~<zB^^i<4kn0V<yOYtkWyw)@CtU;<C4H(-cv&d@265JrLffOHW^JPay$K~-?2Et
zx_|*>?Ro312K?QPFae((;FxKG<@fh8$YS2U$zJj>3yuYn7w{(+n_E2{>njF|ZCv>%
zMhbwJ5f-=QlK3`V%TMRdIkC@hg=W2)Ae#L}*Mnkv#>Buzfljkc;%6kk>Y5(+0<eJ}
z@GiP#`<zdA4;odup8}$(fI46O*%BB`<JwbHUny=`M-LYnJt!H$)IWrydo$w>GDMvC
zY|?31M&unw){#Uo*b6qVwE8Y9ti^Xd5*05hwp4tZTkW++rV0HmUFNmtsgz(%gpo=R
zepGJO@Q1KErIZgmU(oK+5`|qpu3@(Lj7l>MEX#ni5{Hjq($ce7SV=6OiE=u>&-I!O
zvMLp8=rn6~Bc&C+*Ux;#LVhN5)cJeS1}U;qZuPspq{hid?QrP93;_1S4Jz+T0Juy&
ztzdA^=Jog5dHXp`wHQPfS)1i6)d(vU)&3=l`JxHS5_Dk^wfoO5RZT-+vV)_b%D}Ow
zw$z}M`|hrEN43g>r*8|>TWLJ!<fCW}N&743^7Z+3OHy4N^1l$MmYOcmr>kmH#2MDH
z#8Q!ez+dB-h>LBU*-)dowZKeKy?_#5n$$wNFf-<8ez;ET+|-Xbs$T>Gz2`!vubsd1
zRoRR*6TQz~2cM)fx1byQdjDrk>2G9bYxwj4d7`4C*2fDginxt?Jjrw=8Afu-mBL*G
zFysv^nYDN{HLb;=93nta(J58D%MOyvi_laXNfdQ=JL5K@QLzN$uml3}M3YuKwNHjx
zIpFf4ao>dxLlLp1h}26Am{}`XRMVk=ieHj+6iGBb>njMz>hiU^(_hT<Xq_6Z8r|G8
z>n)$4mA=81|0BiCl0@aTlA&?}<?1Tlkozo$sGtQn7e<t1aUe4J#LW>MfH(MXMC^T4
z-6l@Dd@A!QtldQO|6uC9<Jo${|KT8r9eZmKBe7}K-ZZhro<(i7DQZ;hQA)(##0aWp
z?b>QnlveFov_@6YYCli<{r;Zk`TcQTdA;&FNzOUB@9Vy=>w1qD5-i><{ImEvy#I65
z`k1x~YSGI+eQ!Gc=aZZBZxk;)Iwsi*aY9z&`LdbL4y_ZE+JsT}jANQgWGbP`o7uF&
z4<*ds(|AZO>-C4@fxWXHJ^WQDYDbeSlj@TJcL;qRiFf3a&qfzBF>y!yA|8?r2ao(Y
zKR-+TxyK^Uam1HfAK_1Bws>h$rBowAyjPB(=AM4MPjWUs;=J<BF9OamKq;~j=w#o&
z&Wi-TV=0V&=lhm`zu7m(TyR>WAN%t$!q8%(%#i}Th1P5peP4avPHJ}c%F$HXQYOfM
zKOZ(Q#tMR`H><d#@!qm0Sww3_Fhhej#r!aq9cl<!-C(13=NBE?`%Q+~L?qmr+)!wS
z!_1Jyk4WC1UgaYpPg;m~%0x5hu{^FGx~-;0rjk=#$<8%Qg>feVkT@8enA|Y+!=LVf
z#}Sp?=HQ7%J4*xF_)0^3VOZjr6|Xq)saL}5Tx2Tx?nb)MBj4r~mx2|F!=->=3n!Y|
zgFEZFyfFq#W8g^f^x-tajCsYXu)CwZ`F@Q0G)eyfW&|0f{RSnHB&*6Z8L(>c$mYR$
zO5CAZx(CcG%#z&j7PXj^ynp^##zv3Qg)2>n!nCc%{E-K$X2|v4GRMkRX1+>*4TTNS
zbE5bUm8iG}^R@F6m{qHvg#%oJ_kb3OkaUxAQBvvN(;e#MzqD{Np5NB53q9;d&kDl6
z<!tgMS<K@o9tIJNhfx`b1=o$rIn<yLD7`m^omYpG?+Tsi%Cm?GRf)g3y%j(f7PeGY
znh~8Pv>OC%Y&24Rb69vy;bK7V3>?`GNyYa+#M>OKO2g)d66P+vycX<?TJ5EL*=ntD
zjA(vi$K*VbK$d3LX-QZfQhV2AUPrqdDFrsWaK=t&mlxu!RCOIa1>F{pGsH`yZuDQ)
zQR&>*dOJ5omtkCOpo8VHLYe6O9?^`kX#!+!^1Py<@qB!^^nRF2Lu0nrB0GC5`=h@7
zzRVa;VA67*-|shkdc3Fn8lN!bcvy8h<qahRos?cqu8#jyULMnkX!<sPW{L?nhMzu1
z#l#@4;n#P+g{Q5IA#aIM`91i4K)gT46U>5H6bg&M2?6%3nBo}VR)gtS7+y<5b*7ka
z;2eeZ<EP-UwdyAum5H>KrZ;4u!*H911SauP)FA*3j+OKCOD4j#PDdm4HARS;eX!{I
zMb@w#X=D_2u!W8)9YAqCl%sX=3dXmy;96NdUYQRVqdW=?AVWa1@!as@)ZWV!e@}PK
zN^XV`pA{%y<&-~r2L*Q<acgiRGGU8@Cdu#ahlwrnJeK)%!fCncdBYE7z#1Y+JyYFY
zB4SaiDs6p-JO^#Sesvh<&m!I7v(>}cXf<bZhXpegK(-ouqWD`@i}#eB)YD}ZQT9P8
z@vYnrIeJd*k*@dl>c~0Hd8$_=fa@#lfQQSLapbvb%J$thDVj)U&c~mKxc_oQKY}Tr
zVKT<V({Qn2D%&`B(BG13oHiXGCmA({!l>F`O49SV!+~gAl>@Z1k@leLmObeVr3H(2
zY$brhzQF~Lj9}VGQTn@+U$d%etk9MNE-ws6Tp@d?r7Z6w$91;vSI4aER#8z$j?_`v
zMIy4Zxm<86cx+6M?l~ZFiwz`Q*jw@0M8Wx`0fzE01Uhn<ClhTf;y4jGRazr>l^K-2
zStn#An#MaqK99SQ@vtIOAJ>Am>H;y*+ArEDTp;nxOpd2pyN@!{ZS)MgKRqy-E13`}
z=B<M&Tn1~V(CiziFITuQibFZS$`&iNZiwy-AFy$%4ZAt2{%T`W{yhT@>3Vv0<uB7s
zRbHfHko;i_Gg)h>TVY@aNAU{=8{N(G?-m}><hI@I>?Azz<U?AirQ5<C<>E-GW~L*X
zF8uBI5*@Q7vD)8iYpY&K?rLXe>E=l~j%kCF+^9`V)PZSLO7XrUiq4`0F$-p0p0Kki
zB|VghTCxXpenMmSK&Mi-6(<{SU*(GsW0R{&3ViSW=-K;#lr(iomE-8KCB;<YU72*~
zTIn8J9)Rl`w+kc*lS7nyaD0fbO+RA6q%OM=Z0!xbqWjmT08nP&Q#bY4m}R>eXD}YO
z#iOq^2l#$dP!5iIa=T?89S2rjU%n3b!%c3%`Pe{g`q$xEj~<ZmYU-9Tg!>5D>B7;M
zc}f{Q2D%UW-!e9kL1p%xosHC(CHU#(@hAuqH7ly5a*Ij<htkqlIYb`9c+~);>!J#g
zO?DudHKPFS_M)b&M_3^DJ7*Jlrvku$W)%fsK!~Vv@|y{VC$~L+SCM~rjm`v5cw72_
zmZJ&g6|Bh+pl3Lxe#$XJ%B%JswN%90HKCrkJp0=Jn7-!PoQvq>Fg*!NxnG!Ud17+R
zuR}RZC)%lDTbL?t@sgm%*^J#<)R8%_@&g}giN%u8gAWI{^rVZe91jw(m}}V+<q&jx
z*HHR3^gDNaMt=FWupK5kzcbS?(>-9t!$N{cGQo|GMO=ISvs7;CGG%H9*IVu2e9h5d
zpmlsgj#X`22p3F+!K3CtM~#9NN9dFTe0hbwfRIvh#4I=@LsCQAOAH>e9Lqf8MAf4B
zwi#OZ1Oag~=!Q=e)6Ove2}3LicmKB%bEcGlnh*o7tQ7=9mE&{S!?DU*?eSCi<A&|U
z>L)fgo_>KHknI1Dq#-L4avhX2?N`H#H49TJF8)L8)LEJpc~r{k%&O8<7*(pBB>U`1
zw)cfakuq)nxs7<HrKThbaHmJhvRTVfh2(KLmeBG$PE~D&B*T6)=<I{4JL}7rosRPb
z%*;G9!b)s^*y}0m0j{5JB+jm>xN+Uhc|EM{krl5KqAC?T>E2<ru}HL+B+#Gj&`<hY
ze+sSsQmI#E`9nTSIa#A;NO+kVl607M>D}CC3&|Xpi$(7hHzliFC;_hVdFWO(>vJNs
zNjd=@V6xPxT*wXi)_oInUs+MFHHq*sK{xZ|=_OVR+tk<+rGPjFvStGHTOOrzzRRG`
zCqzEE`WpBvEJcAE$u`^%U{M)72=KA{A}Gp3oxokM@-j(UfdS7ZR&SB-9gVSOZ+p`|
z!ONZURNRc3WGys_EjC@kb%hHPEqb;4**lWxW~c$(Pgg>Eu4G5)^H0<TXduN!R9qY|
zoy7e9W7GqIjmeNu6*=pY*ALlc0C!%$w)1T?l^+G|F>ecWpB2Vd#U?yUSh~7{K;0=j
zm|y~bd1g?T2wM}7^2<?ZIWKlqLRJpyM1?E4&H%znE$AyJSFh>TBCUo@s_jo!{sSmp
z%@KsS0n-)m%3{PKx%8fADH=A`31}vA_Fx*XyvswMg?y;1u<Vhl!|B=8@b_Ka{8CKU
z5`uuJr(A!WaJPhz>wZ0b+}Gs%8;>UxIgoVXmx0qayJ4JK?}-Q6;hXdh%aV<`%G3r8
zift-3wbl$ZFY53DIh#XD53f@@IUiLT%`d#yrgMUFgV^M$i1wkjqqU0O(#3(}cjp79
zY&sEY>Nrm_Z3~OwdfQwI^kV|Pih@TrdXn|imF0MN3^PTMpJY%29Sehw*n16t4xNUh
z{H!d?Pa5zumJ>_if!WX3!b`FvWa*WttqJV|DczdK^Sc?hk^_{LRN8$Y-mrG%TwEpw
zFV_jvvE=hG@-Npx`{4Yqyv<tG&;$XEZS6{2&#>f1au(r#{9mNHxkWYQ(D_v7#7FqY
zet^o7e4}MxwilWD^~ceIXCijbH&B6R-pgTUS~d9CVQC4RA&UsM|J$pe)zat^tfbUe
z$UusWy4yQU{Uz@hI)+CEeu)P8>Lf&bUj80U&ssG==hSELvidsceI+@&axA0z^X1vK
z^#Xjfw8Y2B|D`ynu;ZmKLx&0__N^z2KYv;65jBjoTR7AEKauc%Pf{fpa|!Evsh4ZL
z2h;~eyqo=TJ@BdcQT6KsIvRjj`wSBW_3x}Fm(M0=2Zc4*pZhg^wvG4`dNVv!l}$9z
z_3KyG#_xr}KUbWgl~Jp-GayJk<hl1ZnwAcJXP`Kx)-LVg=Q<512?+(T#n4VsLip82
z{izi3$mfmfs@q}R<k~z{>}-Lsd{kCp>BSh*phqQC>iY1zk6>&(l&Z90*~edqr_jiw
z&5KXOms@2jPgtk;VdRPh0rVN!m~{=5Rm~Tk&37+1@Lk6g{II`;)@eqdAf0Nh?S%%|
z%u;i+(p{+HRe7zxVSQ1vvjLz6K#7ZcPEE#|1ZX<7lDL$K@ZvjyRcq^fa<S@`+;NUV
zJupxFyyZLm5@VN@ynT0*EGWRAk54gwtUye3d|VtR(rEw9HCkAgw&|Jf+$_Z0zSTHU
z=SgdFfu_{GV#n`{akV4!<X{_Vv-sr4B=tb;SGb}5S57p&+Pa@$!A@DFl?WASAyoF@
z9`tB=r(7fwG^@8Yr79@pp7S74Ct$s-F6(X-Kyg=a(!z*%Pz5gBuV8<mU7}y#a(I9=
zTWf8bB&~t#2>l0;4dHnV4*FjskAKkS#Md$(3Hyn$og&M&z3xmrJyX@v_Cb_d!<HZ0
ze%J>u&1rtV4(y}Z)XY13EZ!(e^d2GnyIqF+Bi?+p(GY#eqQypMEmVEtZ}Dcy(+m6m
zdwBT#-yR-C+v<NahLta$)cprYnMyVaruz?2?}=Bi`hVYO>bqF`+tRxiUi}SB>ho=5
zC$;*IG+yK7A2p*aiuEYu&sa1_YuY=!Z8<Z*M{0}sk#vepXwa0eDuk4Oj*vPdGc(4K
zQILWzjFs=D7pjcM0vOLL1yfDxK(7Bx!3~{ht1wz7P2qASV+>RU84Bcz{l~S+iihK6
zHNa#uB5R?95iMKg%dsuF1XC8rv)_*oSS?wk`HTehbC6PvPy#u(ug)C9fXO@zZ0&cM
zzVr*UM3)t94#gl2TEmD>cxo$?C(82R*=WkI<Js7lT)?JS&oF?O(>&RH+1b?8<nXJO
z2`<zSJw<3(Sc71bL=FC20zG>BzM)HX`Nj1oOD)C()cqf60)q7~Mm6b}mFyLl)T#t|
zte80VgSEX?rNi7u#d{PD;x}6}UHGCs{P^Gvjs^Em!@$P;CjB4)Z}%E;A?~u7srdlc
zr+8D)Z&VTb_ROe9#4nO0{MSu=miPU{<&F|%I7LsVpaw=FSVu=YtbPavwfdDaJX}T;
z5lM5rF;5xAd>s^>`tyg>@z!cAU}kwPB=B;E>+>lPtU@NKlC<O^AR@A{2l9G)j1Ly~
zf$IhXcd_ib?hkm@dn5gzV7+-szw_Q#%S~Efy8|`$*Q0Z1?0U+mAUs77WVJ)5%K84H
zZ=)O%MHraiEIPXKi{mfYEL}u`NK}0#o%D+W)h&zqcM6M*tw-bUME*AJ#^1j3DY)*D
zqhJk{r6aY$26TScCE&}oE|ETGj`)!<0AwU9R^m6pUy6;SMkamE|GF}Oc_L3z-vhz7
z$%n_!%nyn6<|s2?2OX^D-(x53>;0qHIT}DUQYVfVqL@AqYJpGTDELrj2mm^V)l7wR
z7lU6VRon&{G8Prvmn;7R6lj!vROUXt{4($`1Qb&g8#MFlyKMs5JGUl=ax0AU5<^ag
z`12xlW07DAre-9?e}II5jQY~bVeC&+IwOhuC^O^VpFDhqlb&OWQiuUon<)=y{5Ly+
zHeduKdNW#--Gw`K*qg<iY0;P#-lwP$PxOX>|0w`qBN=9RvZp;`lOs$pYN0uBa~;TJ
zc+*nRw_mqiC}FN)E|(=G1VbI6;*F)PQ~{O#^8|*>r&wl31iL4Y@GHobczxJ|x;{LT
zigO-ao8Mpshq+Yw^OH`Y$<$Y?95v@k|LnrIekBZV-%4mEDU5U94buDj9i<#_x9_i&
z1;O~E-~DQZo#FMWzwRiP*nuqT3=+mJ*E?=$Glv_KzrsVa%mpCICkN0tWNuEAM*sFt
zSsh`;1(s=Eo>8sX5a(Gaeg|#}h<4#MaP0tn;Q`^>50bkN9&(*gC*oI-a^4Gju9H*l
zISmCU_{96c@SC^!tn~4`T3_ZKu%!LIqLRBV#p6ElqefT|fBL_V{5!CBi@#|@;t>Ap
z*I6*4*EvFW5-)MW2|-<i4@!y)O~f@u02kMhhWq&bjj5=2SZPtHh5y;ve%(+s!_$yq
zta47m5)<fQKf!CRW}`~Ej<d_M1U$K9brVVz9=rl5efH3nri+{`pkp9SVyOG>eClY=
zo3p*6KWqV1!HZFfGiyA?E^oSm1Pq?Vx}L2wkDME3A*;vvG!zaGn$=YQLTFAISSQPb
zMCKBOT4hG6q<|0AAAc3u*<$<Htu#7S5*a<q?C$2_Y5oZ{USK4H8~(@j(nT;&P*6nK
zCZt1y>cygbSDbb7lBe&vBTu!FcYo~ZhNalqH|K0f5*Aue`5SlS#9fC9Rh83Wu;?&0
zR&EX4SZF4`Ri6Y9+=l~*vT`-=p91K=9*;8VjdjXbsCpZ_T`c-r=`(-*O<Oxrul=}3
z3Dugd9Dzc15P*=`X|{X&)HgOPpWjFM&eBZ&9x<v$RYrw9Jw)&8qoR1PBtb+<o7!1L
zE4xi*nMvpSA{Jk;+Jby8zIZjM+fs4X#dOSZo+g0V9^`qL>8f9o+u26%qMzT!DC#uA
zD44m3cA%Ec<sf}X7x&dUD)VGnD4gc$;dMeQl3~o`1=EXZCkC>GflT3h(V4;ma`R%&
ztd2vO5AbNJ7?u%yNL8$}s=P`>$LBy?jG#~4TwU$WOe{R~w&T0jr^8lwLDXD7d#|qC
z_j%M+4%TZtW}M!Ee*f6dr!zsi1S`b+ejzVl_GKk-i3`963Q<+S%dcksqIFi=)+?oa
z&3sz8lfwvBSwGtZ%z^N&E$%Qyj_be0hPoFK9b~CIOUI+U(flBy*DtH$9O^)Vzj|gH
z@4UF<m;&$gJo@{pNBV!-c37pmCuzy4s%YVnkH?EQ*M}2xV@;r;jaPBER-ikMpyG=)
z&xyE{7Ut)PEdfdgx8)&_xCOeoN5y@j+C8+AXsWBrS8w8-q|f@)CtqJg$8<T06pn9k
z-tN3i*Nuh>vIniNvnhY~T4x#gXfvRK@9p|7Tdyn^c4DKM;hikx2<iuiJHR!C)<w@{
zyjHC$FsA>82S3sNwfGPUa$oSTLQGHEUq8bzPSVg;w>LB+skPqriA^3-;W05@LD3}X
z2x+iSwau#$y+>hOZ^4_EzoL2QvM8uH{{s{k_Hc2etM^Uc+Lr@5d?j*P<YzklyQUpJ
z{)EM)!)mjg37&@b^`OhfUxwTL8NqgtNaI*GD0kefWKyX0L`-ImJYgslHhrUqp09a~
ze~;c+0%|Rj76DQ}vCis|4W}5U-3)p8@(wGCOUqZw*EK8NFFVrNE9jO?$-~?@YI$KB
zGt`r$W5s8(=lfNAs;x#TEz9Clta}ziP@pko?KmDP{&FinI)`K45|jA{n?<-JkzQGc
ztH@{8Gm=vW7`QZJYC4-UuNf$Eh@l>U)R~eLSnXWCa2R#gLxc|NbKX{j$U2!Xww~E}
z0)_DHZyDTq&h=pL#GD=f*nAsP2EZ=E-~0Hc$)kiFg3>aSW5vTQ@@{35b+QqpCyXhg
z=#jas;A+aMAvq?h?&W~0?GS!}SRs)h=r|J2EtL?d9skLNZ~nkcxWSzUpnAIbI6S>^
zw6ceQG?r{$hQ5ElNnA}Blcv$c{_7&%^<0{xZDZ^gtq|8vN04_9IT~~?n!IL-Uxz{_
z;`Hs`d|qwj7e#k!?fXg(Yj_O;8HWi1fZ#{Qm~gM1@*)*cON2^ZMKp0#@Z$Yp_qtY3
z`>7cmA2CcDGXX>RGGNgvMt>(23uFARK5ChCr_k+oKkbgV_rf{g&z2B6ims8tjQ%=1
z4hj=<feO~#-*&c)Nu&K-Pc#3-+E2tyY`|ng5}IsEVR73^z3K;z0!X>@Mt=Rt`@wNq
zQr8?z&?x4!L}W91#%gmORZa{u6np!dkm$1)%|KGv49l0<Zj#F{USJ$R=KZ48GEMk$
zSi-KuIJYQA`d=~J+Apf`Z=C#FUdWdcya{$@U&+#%QBcVe6yk92*XZ6*5KQ+5T_sC_
z8JLOV`?eUfeO^sC%&Fe@+AeHVJHGDZQql$ci5^uMq#jjPwR4mDNYC<ZbHR!?qCKSJ
zyt(&2QxB`e{bePo>sO~K;tvm}2)n7!n4cd^wglmd%M{s7HNu}btRKzX`5N$1jC3Nu
z=V7W4uD?>Tw5l#Q$z%k=h<}7u<`TKpg5=%A0EV2|xJslp+7_;+O<_@~A{BPI+;BF6
z(}AhYIPs~(qP1-=AGtDjTl73W8Q#$%ucDwy#>G0jo|@ngkt<NZ=CaJBb4B3sYrgtN
zg2~gbP??@gAWvKQ`0o_)jsB#&56bF#E6=XT<~Z(03*tQB&RK{I!#u?}Dmf5cw@C%u
zMIUDH)TWIxSyp>7c)RW6Tkez(`VDx&y$_4Jl(<X;B)A2DiK2_;@8{!&0X}-M*kj}i
z+^f|@*AISxTmYNw^k*OYrYpP#AKyyTgf6ZeEIqrP(lqX~yvh}AmG<eH10L{s2szd+
zM;&-C`0Ov(uT_11upblfcpPdc;vBQXMX{A8Kd^7Vsuz!Pv<Nl#fzgAp)72%I*y*Yo
zjFFLnEaa2F3k0*D-7~+`Ds+(3+SlAp=lf&gg+cVhbqt6&K)J$PLV4jXdY()ck;ShW
zUJc}Jk~|vcCd~IX)i<9X*ETYOKVc)<sV<ul*3E+<P|O%QGy%jqooV03J?wMj!^Uo-
zwr-^}@hm+Xsf~N$LG2|8eiEXTK(-*xSK7{LegK(tfVH%;^OkhXGjEq~hTLs=gr$j5
zx}2MLJ+TzSVlkH{rY4N^I3e7T;1O=gd8QhdDXDuSMTZc~!?QbDVNeNjGRUWLFgA5O
ztiWgTL)W{HZ<T&N=r0Ubl{UK<Ggf5N+NLCe$UvsN7lMChFy)5KU>LCYedJN>k$<}K
z6LQr%O1)(fg&~tM%hD~Rs@vh*eA?s{)wwV9iwOG83l)g-;$)vsKaecNL8eSPRRjgP
zp3r#z)c=%xZ~W88CaTMjg!V;Ket|{v?AE+Ldq&9Jbk<`j8>u^uej&=Q4Q}~U@s0^4
z7X6^xU%~eaKiUZgw?Aesn#dlGdTJ3qmN>1dv#(CF==pY}GqTCc&8DrvW>M5;+~eQf
znZ%X33uAE<WL73<5DWrV^`$f~#MC^rd$e}jdC2h*tPy<|U%!hM`F3J`=V?_}EDlca
zL+)dVonIDS{=x6Ft`L%*oPf+<1tF3fG(BnL^_jd=g}z~{zW*g?a;w?&lPkGnvt{8Y
zzNk0tmox6CKCS6|%}&lFq+BjqUAz^6>%`S*39(?%oI#Tpu2yZd6#sMXA3m=!*76zY
zBB4nhf9Jgw5La~5JHanP;Mt-KT4_ZOhg3LUEo1Kmq&K3N&{d8Ul`2QWT-NC(Clue<
z%Fi^w0?4rf=ZupVX?0+Cpz5p<-syy_onhtK+pSCgy2f9)#Y=_@dPz;Zd=1)FI~V;0
zWfGmmt&#$MvaU!R6;atSNm-q#p1O7SR;5!#ThD60A-cgH0V64Q>XdSt&dU*$l4pR0
zs^(U5jLJasam@sDgK?`@cIyiDCkHO;!Y}lFx#!WpF&o)c{{cw$7^v>_2IR>mW>lU8
zZ1KFup|-?1=C;am^LPb23UtLheGgXTV<iYO?+hJXKlP{6cG1m}qOY{ZL>2y+*H|nv
z-9Ymlku`?zxpIclzvEA?*M3H6t`7lDHI!p2al(h>y1xutyU}Ih6u9XD+AZL=PULs`
z$f)+ARpN3ZrDE5oPI(%~f&8a4%Wv9ucO3lg91=de1hGBrTW?~sXZN|EE;Tf&pj#m3
zGoJaCmzn%`eHzH*3_&+1e&nb<NttK`{aFjO6r|uDr$pb8eC@12_V?W8UTofDat$2a
zi)J(tObW~ziniexnPhGa;o#5EH#UIY|H)S=eDwkPpe7>9k6*yB-XOtsy2LmhWz64z
znX<HU+lRZU;pULCw0B>(s@)9~j?ICp(vlv1kJf#c5MRE`%LimiqV|iXWcQVwh2>6u
zUKMYk+zO|2uNf5ARi-X%#lW5KCb{K0qp9^5M147kuG5}>-IjL3LV;LuO2CcA^ZNjQ
zlE1I<OmWCs!EyzoX<JGW)J^~aR-k;q-ESqMmL4AZ%Pj+mcb)3;njK^%M)4ls7d7Wu
zsR8j?t9nOvect^WrmG$;JH$}nfndM)b2X4HgV^^bD(H8GUPQ7Cx5diJD$TRkAcRmk
zerHuzpzvC1>yFsJ<i@CD-3_0T)b7*z`PHg%(9SM@|252}nHZ<ixp>+sa(pwOLp8Rb
z?Ee_tX+qQrWkQnj{@<z0zjP*<kN<a0Z-U*k*`W}B)bcZ0ukfegf99_7=7IMbFQ!z^
zm`YOLlV@V$sI(INd~G;W+hU{1&E9E_SbQK;(L_~`>!c07I)J?Bv=GM304$>Nk_cKC
zIU7>acBhCL7d_LF4^CnK0iFqdtsk?{p3iU`YCWPL-B)RUtr4o8KJ(D_tr*@LY+k+|
zuLbp3!OKT1YAa}QIl*^bk^!fdWz2-GgrlbKsld%cwK3^&S;Ta9jtoT;+6al~4V$5f
zNV7X8c@^hmLA*TCRy%EK+IkyezC@j*wlXmNt*;15Z@C!nXGWD5m>$g(RBY@Acwpmy
zfUX)sw}}T^Q)MfB^0AfnL~WD(?mqh+??`QEI8Lu&>m*JO6KC~hKRJ4c7pkS)Uw3!m
z<29`i{^T{)U}@~l8j9#n84)}1ynSmm`kOZiFNflZdr@xi`_r8sb+k9m6+Woq37vw{
z<6Op)ZD^PQWhM(Qq7xukCQ3bF3Qc>r2|$Rl$n@u8AC3$#2sz$Pr`F#B94H34+YAi+
zQN1Jc@a6n{s~I{(fTjZ0IdHP3<9@fkieHVrp>+_uQnz``wu!q?5mJ1T=J&XsEYo7m
z<dk87d_DAe&B6caD{O{WK7vHG5bkXFZA-^aaU?9f%lv+RrBQ<i5k@FlZx92Cs#;Dm
z%YI(7L%lxYv3fI1AV@lo;%#X-ExwAOjklsDYJB#vI+ngyi;g_eyW;iyYS-Gx_P2YC
znl_7L)j37ZUx|PT0GtN|2n`U3eDb20Ir_u4lv-sqG&W;J-;h9%_-lfFrIh%YKbIU8
zKRZtnp-qym1@RQ$zAkqzPW6>16hJZvKhTVi+;eFyK2hdN8x)5>rOb5UZLhPxAUn|(
zFcMMn%Iy@kES9?WG4_RARzNL35K4Wd&YFpoR-+5zYimR}>UgTtj~@EQGB6dHm3~P_
z%lCY^+fv3!6KdvZC;KYGON-aAD>?3GG89vpN0%91gLi}A<L*Rzm+KndeS0$DHA52{
zR-O7`GDZVb+>&a1uIpIMWT-t+Ii{VYQ8;zSS)@QRY9W2j<}C#Kvf6fI^4S4hi%nQP
zsfgtdfs%Qaipq_(1z%FB+Z{oGQ{yR;*Jie5UzQ&~D^aQT^B_pg7b0#s&?HPEyT}$i
z!uP3jeS`Us1}{qiWhL+CGJ@ztQMI?N{rYRRfTxiQF&Bv}TTZwkICX{aC|&Rl$$l8#
zPx$A*R4N+O$>~yV(U<r`>8<ZrVS?wdrB3_1Y8l~FU!HqJAL)RZzV{NG%-)<`x~2b5
zy#g27qoLQ0q0}mUDTpYHQfG0|DYm95y9u|i=c0acJpBL&Ljpgx94|}|qVKs0A=)k`
zUo)it--aXrt8IK_FzG#!mg{?Gn;;*sL^)Eta@}|prDHep=V#JP_b>2v9YM>(cN<m3
zuZZ<N$9M@~TnlGxZ?~QA?7TKtdPP^E_wcZ?oEh&`{gzKVsc9Flm%Z0YyS<uV`Jf~A
z8ZXbmQ7kZx&lef^v%4GlMurZn)6&*Cd3f%(a4KigP)VO9nGnf-#;8U3^e~w@zgFU?
zu&LNX|D*KaJExC*D1Z#s+X~8zv<R9yshf?e?7kT`5Zf1ZubtjENv0Kc`#<G;o?M(I
z+DA<l-Ti)tRVPm+ItvfS1HypVj=2uU9iy?R_u19&{9t6dZ8MDis=%>&L``-nC%U|E
z-MQ1A2_PIqn-~q2fms8F&pgn?kz^mUpq0jF<NIo8q;Km&J*)Iw%xifKSDL|E<nJ_*
zPeOK+^qC*MiO9Z>W4s@;pb4N+yre){=PLW$WC9els>*^u%~^O@UmL9+O{nir{Z5GU
zg~PHa-aXkpPXsB9)zePLrVkz(QoZ`K(veiDSHNw#JDms9ofYv=^|bENtQVP=JbZVo
zEf2>UFHfFadF+-ucE9!$ceZ;}W@ID~!qea6m%ron=g&qSrya*8wTiVm>$&kz5Qry|
z^I?J>A5gChM~`hAyg(G^AlA4knwo%a6{KagT2CpxlRV%M<0azvGu+P+isj_w7#$Kr
z1h>A0EWhW&Fs0So;2!e=VL=A83Pg(TSDM|`r=CZO%7i0M+*168(<W_%#*&8gd+981
zLoMfpRUzr>qasMjD#}f4yghcc1x@18d*!gx#O$&)`$wRW+4XPy;2Oq6`J9zau+wn2
z94UvlBH0?}wo#12jZH^yIp_MQLoO6<a(RQj`J+4^)c-ktuwP7dQz9nz+P1KN`=#p}
zG6pPXYV(-<^w_5F?ZHFWz>9DsxlC$A+pF4*{{X>L$->?&pDm`Bwl1p7&2?=)G0dmh
zYDe$CS~SERi{?3u``SMD&TsP*qfCF-T4Gnqm<NeiH&R@!A2Gg19xObylDkrJgI9RB
zT>t)7|4IC_bCT7Lmy_%U27kNSm0qGpqD)i}sBz&jq*0_Ufnqq%*LtNYuSI(OY|>Vo
zl`~%wJAK~BPd4e&#Fjro_Y_y$C1K!x0vMoS+-J01v`#Um=!u6^j`Y)u>0Deg@40Xm
z_%o^eji%WQg5;pM*R2^*J#aWVTcXru-;`tUJCEC-EVtCGH6FsyB$o{!{NOl<<fW;o
z#_BM{;dsLLVK8W|qklJ@Iu?`p$bn@pT_HwxuSbZ$t7{`i83aE~iV_f<G~QTye35HV
zU~Fn)(v@`KD)jdrBgI!tW){RB(b$+M>7MoZRl$%!!dt#*P;k#T*5OpIvYx{!hW;oH
z_U^!i84dtj$SDPoKCp0V=8@3nSN|3YD^frrB$}*?qzHsB`52PTDab(5_t)eiXkLKR
zrMM+Qe#qY3ke2~H3M7F0<{uK-50{_JlT$>cg^yGy-QTNC24P;jv!-wh%{jb?1%0>)
zkMP(TBzt?WX)7Wecpajh2Fh&Njd=LudN7u1^0u_#+s;=(ZL8nyuX^quP<zSY!(<{F
zsp$JV1Ai?5Xuk#?6Q3>)+NQh-iVV*nC;DsN*P#|mH#+d=>?|G<?RC7=h_WHB`s1$z
zmlk+*BHqdPWq9T30v2o{CI?W&;mFz2S7Ra#OYg0gWcM_zmf1(Ynz0%++dDnO!%_i?
zv5YZP*#23W7d<b>!C1VQR-YJHtBFSi5zyCX?BaTJ%Uvn@n0@d2?z%S@`M{v#<9h-M
zuc~do*S~jU%nf`mm*&4)lTpO|qBF`%+N!&bEhSn#d+Cn=XuIpNs#|q^ZoXWWBuW^n
z7uX);!OBNhEo=6508^c2W8^9S>&^PLyDI5}v+Km@xqyogwrzm1s~B%i1N3PYVSc$0
zwn)_G##nV))J=N;Ns#CZc(!HHox<GXW-$xYRnya=E^Ts#Cwu${2qAp=SIr|&h{#FT
z(3p@AW1&R~+J@K5x@*jN;8FyH2k}ilN-piM6aawQfKITges#^<BZdx4V=b~1Lnp5x
z2%N!Ke)7Mx{|UilyF#=C0|a8PL-2G?k%(rc4WecLt-2gZ)CW;VJk*p-d#?tJtzm*e
zR>7)Vh5*i&(#v)JzfywI))Ia9Ig_>dYYjDy^Md^2k>h~)>DFO9TC~(6l2Cf@x{t<u
zb9g2<&J^VW)3d<{S3=Q*u6)I)F;6-}?L0XD;J1*V)R$Wq6Mx}p4n#S$j!L%L{jkC)
z7K*2rSSV|B1K_ghcy<)jRoTy05U@!@;|_}E!pQhX_<&IA-?{AiF!Uk1dJ7H%8sblg
zs%EL;m>rI9!e0X=>O*js(O?ol*sX(o<G-ahSK)5)d3Mp&E`Fes(*kLEj5@C(9ZH+;
zW~Y2~yC)m;Zh%a`f#l7>?4)<kHbMpO{Izk%PJEMWPSxz>J}+zr(6}Rky+8tGphYi>
z$_`aYwtf;6O}>c@Z;yWS<xTs7OzQyKLtE;+nlcVqj<$;zf9}w1-y4yIec-peb1Fb2
z?A~BXIqV+ZyH%FjfR~>*QZ4Rstj)#<zJl|cq@z^1(W=}r!AZnFA|M@<w{2z&yD2JZ
zHV=w@17t;md5R-Yzu}?AuEO6$$c?F;ngBsis&(lJQJT73!sF~@6Q)1&H12n!Y`S7}
z@W?pG6y&IA=1B$Hpl?0eUH%>p5+j-g!79b+I8}I`BaOO>_}{-aJvS3TF^cMIBl-FT
ziA{;`bME2LWWgtVP%uk0$8g6k#7~(z(LC8}>Ln;8K=#_n)wGkBdh08-O=pYJDclXA
z*sC`6X~Ju7(n#?e-a%~XFAvWvS9aqGeH*2cHp7#u$7jxy4qeXBebY}ZFgaPu_tRC=
zd5W3=W}UTs6Z?WVrwcgWAKQ<bLB#Z4(vBMs^#B8T&|(io=P~g6;zv=-Y0sppJn7z@
z>uQwrnCeMRceA?U*PoeKaXEr@IA25gBVtTSt1`EeqRzF~<lH<LfFNJEsq+((TIv~y
z=R*4Xo--Lx>h#&e?4{>Pb1X%zhgh(Y{6=qPy$95_AtOJQ`$7770+4f7MAoOh3mW&R
zj%k0+p#IrY63ZwVt<b$$rQQB0*<0B@!9YRa;j@P{GQO&-?W5!%x!lCrxMohLAl+y#
zu-z}|4WYk=V}dDuY0pcF-UEfW9;}fOgYel{Vl;_dTjyYGW~sPFx_WaRhL=kVgvP_<
z!CDUgV(!0#PFyZ3ycELeU>_}rDTpW4?^<UW_FxlM15-DetryTLjD`#3$C8TB#ZsO2
zl}%#hK!Ru>MYzG%i5?ljx7XvnVOtjd|40?FnR$wlWR)=au-?0Z2(~ah8Vxz2>-!Id
zZ-^i8phT4BtDP_RM`l0Z{pPoz`i5eXBGOl}NwXsE1)`3XQ)(^TZboY8GGBa&U6o_t
zZBv&+p;yxT>c&@i+D(=^eD4Dm=7jgnIbn24c?B24b*3uBw)FmaJh&F=!bVhd$0C|w
zO1s-ewNuvF-iy?tC}2ydq9G<)CXde~fZx6Y-94%{$G4CLAkYR|sa??d$Kq4Lw(cXD
zYT_N1P$^o7*#g)sY0*iKn=Ne~MV=j#l_ZSfpqyp#ls-N4DRlMy3mx$tj2*+79O5(3
zF%w4J>=ki=o^)X?RR3D)7SPExqc3AB%ybVM<rO~gCf~ELzp2=;%~TtO)B$6&Q3x31
z`-BSbY=+y5c&L9`eW7Pu)0O`Hgk<s&z$IFWazb(0<dd_g7VcXmrdkvBJe)X~tR6Z&
zSi9#)mlf)N0nvv=2%E%#L7(`nNgZf=Lm=&MAy?qQ1G4TxPSRlwccvYTJ48f5isbz(
zYESuFyk>h+HEPiqhN#Ju)Sg!n%tfPVR8;)NQozGjJpM#P-j4$2ez*GInn&3SH+ZF1
z4eof2!Acp>KK@s1VSn5w;O2zTyd!;|ZWui}0i`iDJYgjJtU0OHx^^bYV2jE}LRxg`
z{>A0NJbW9Lr<5I-j;{aCz#<b~nk_t&8F8<1>2AkYDTxqWGuCbE#4=Q7$Iy!PBdl&B
z&(+MaC|gs7U8)geq2}F}XX33lDjj_kg*g2w2Gek?%s$y1Smj{i>#so)2p!1x?;nMP
zgWVf}Qxv*Iu%cDP63I6J#T)OILTv!Hx#<(I!1R8igN27LkGVW+?!%SxZjZc$C2~GU
z$QA??KV@90=bomfQ;+g3+>FwS(b%nLXSySX7wOB5Ru)@c3#kV@Ss4GzsjFKuD2mTr
z#XEbHjz25MUDw3`xk$`W{l}?hcLW8Su~4KT-#GJxwVC5g;32DhJKrSO>fqv!)m?Aa
z8pWQKVDEWLl&bKNI=i*mmtX74pD$7e4%zv6viDryfPm4mq&6%5d2ERt6V%Ol>-I`q
zw!}f7b(AW6#Q2Y?eD6U*hsi8G?}!>44{Z7eiLvxr78Ha<o_ch>&FZkX{JF8Q*Q(Kc
zB(`wzYZz&ocUpDD86N4oX_GPe<JYePHIU-+??DJo?SzAH;0=vW>g=GPNhSS++V?m}
zoIn>xjk0><+gDZlVnsa>=M0AsC`_)XbvbK&{d!U(>b#<g;7z00<jd3pxi0&g5{k>k
z(47^ZroZIdpRTQzV;0_<h?>E!YH#IG?sZ3SsrUS9`}&w9_k8HjNffQo$|M<-fv~jZ
zqDt{6DnI#Ye({~{Mfl@3g%?uHLph?3{Sbyaa7B?U@#E?Tx8r0GK|yTP->q$6?4rY|
zaM=e_OiI)~Mnp5N4H<xouuvlRBo>3W8QrI5S-XjRWW<H}sv4v}_4U9spjPG&)JJh9
zpj`{z=(f&}a3gp%2LLqMTDRL+;+3WxsN5Km2;P*K>U%L|N@ei7ob?FB{>kac3PPEt
zIbPqb7vH}}N{y?{v%_Fv-Ll4KyAxBD&YYJ~gvl{`ki*-sukV;QU#L}@v@*6_d$!_r
zrq9KnD_Lk+df0T0j0@ep$hhYWSR}LU;KVkTdi~H0O;rBGYj)5laa?F_I1xvERBs7a
zGoiV!jaK!mi@^n_S+S9rP23cOx-O--Up6$!W1Tcuq}bMX?3mjIZ_Fx#6IXvUDx{sQ
zgrZy-^;nVQV^x9CP20a@yq~-bJ%83TL$@8<5MHaX+0lGKpJ+%Jt80gvs4Yh_Ts+SW
zfcY=LpT<<TK?KAKYZagWRvF5Xw&i1F;)Mv~=nv1ykvtwcV2!TvW`1ncfJ)VbFGCe@
z46O>0p(vK(RaXd|7=w$yc^9}cI_$j9TeJ*EnPGsFDAwOYa3*ZkiJ@usHy6?E&1l}T
z_m2tzu-F$m39h=ROqfuv6E`;;!R@K3si=WFgm%@RJaK9+t^aBIjXK(@N^h&SGfCx?
zKP`eUaLHG`x#nOdzm!5rgNa$X$KA9;Um~G?{Po~D8!WcZ)l}1%Tld*k9*i&VlXZfZ
zNKqRRKap(@57+c2uWAPU{g|_Srqh0E9?D7EF1`L)3kjyhmE+)ogx^wixwz)KCSf_$
zb66&1s*tV>15mnzKc0Lse2`xSedzRVa1}OiYm~~tsGw&XZK7|e#VPqFUe77{2HTj<
zuU&%3qc@?L&|Mw3Jc%O))5uHiM~&J{+I=zp?xjTA?i);Wu1vp;i6I}VGu9KW)vn&|
zP2NMj=avFjPJi2Hb+h?|<Z*=RSXI|Yfir9Bjz|H-a4%lTxlMf=8%M=ASuRaeXpgrt
z9c}#tV9j_xwkw;gFZp6Ek)$wfnV0mArv7942A%H_rQ8PV<We7O3w-5kJaa^OU;FwH
zZYnS$B{NB~<nLZ4Wtj#U)5|r~U>PRAndSM<(F?*<LD{j~vY67sBUIX&ZeDc06@QKe
zvk}2K@buBVfVPV3vf65|w+~A;&-P;*WNybvAMfLfUGhLMlmChrkWn&&`9M<cM9<P;
z$1NUeE$`Dly54)vx_C;Q5xsWRadLEn?>(pz6BknY|9(&Fq^S5Gpt`|Nn4?$m1*57+
zyKVS&?U_a#_1ADB>*cCgkl2&U&4+u$nV~&TkE88@hXg<-2}crA!!y&%oQd`I&M?yu
z9!*}qlQSltsKm_%4w}i=Pw`s-VSRAeb$A9Ctopu0r*Bl?`SV3pwr>lkrki;Cn31>2
z7LpXFJA30L%Ys6u?Iq}x<<}2Fc+{S^5C2u4oW(xCGR8drhn~Y*-Qx2@^=5YI?!F<s
zqDS<muz}5WNR=v`(|$xq`}|r^9Ed8yr_(##=<T}FU^!ke)i$+chN1jdqievIXM(VG
zjzG-V6H}@7gOkf8y8a8m@2yX(Y3dKbe-)MW?D6{3t;iDJrLaMbeReuoJC5BH`lXS}
zeImCN_2*L@GK-O2p`XLlT9mCfmJx7f<izF|7e^@VRtfjOz2XBi0C;Dgw0tGe*LOr3
zvU<9-6T$638lyO=YS|zKWc}iNM_IUe@#8w59)>(?TFv4~K;Kg|k$4d0AtiBo>&8y=
zd%y6E)%r>lMQ0xOzJSC@v@<T*!saTQqG;HyaULKVK^tjMy1ym{wxW)FTK|05bF2LD
zg70i!hOQCDuZxP}{(Ed}kN3fa`}adT4N+ulE8<zJU~Hvv<FE3l;iP+z8uo0$z*4p)
zz@*tt_IbsZ^1}$Por<U5Nu(GGRg>TE>2~2#FzAxiS)(G6%yO;p2{o%>NY#pFFk<{&
z$7;}KbqL4s1>0^ZuK(QXZk9nszM+)DC*C(IM5cnJj1W>%$@wCmW#(LY8!ipn3);EE
zkQwbkV_RJ;lW3Pcv&clfE-slI0ie@zK4P)DVi2cv){kA#wZe>ySJh0>9i99=@`#@q
zAvOb|b?+BS`6Pb%J?I^CQ{DgZcSC2WA@R$imwO;H>At<mxzwYU7%<Y5(GflH8;;3>
z;xxaPdywFbf63A9P4HEZOBoUooef)_eI06z@jGvU1VPRSDY|sdMJ&`kq|sNdMub;=
zlSvj%I?}+tLB45SfZsGJ%6_9HgWdN<aOZDca$I>A8{O?R=7$NYnM!yXYSUrRm4fL2
z1T_-c_LhAj7Dzu9(tTU;ctGZfv%RLCy-Bhf`5YRQXGlP~5nBe#hC>8j4pPLhzF?0J
zBgFT=tOTY23=0+$7`<7Kz&vqz=f_FPD{@}P1ayn##&DaaJP*7;XBmumwYHz6@ypaM
zX!zjEh7yWj{`m(d&wEM_@7ZOW-~@H^P?@48O<5qs$yE^l3{q4($sZZOwl6=7ax>}D
zRaEmbhS3YinZgS*Zh`T65@PK^0_XI8Ea5&$riv8Up<+|HG|M)sY%evfvA;0?Bx<oD
zWD|gnSC4162-%l*FnmhVxPKz6p>HmC^ShL{s3QEYHZsLzq}FMq!RZ6qtgWV|2EE(q
zA0(gV#{t$dO{FDRye=u!-uvkiR%~a`P_>P>!TsA44yoY{L2K+)CrEm|?xMF(;FIkN
z4cn?(if&Ef{g)DuQ>aQB;ZqQ;&Fz0LDh?Uh!6)DU#i5LUvz(TPmdNLL5Cmy-`ggM9
zLJ7;l+okJr5FQUSls7V|G-SY)a}^X1e`kJid9?h9E?ZjUnOUL<%a`@Gi|DbT2+2)Z
zo5F*SX#5Ap@ZSLXpMzUPK$RLK|Ly#&Z&6hh;_~3#xFiGVDpe#`pMZ1%48r_g<k^D>
z=mcxQa$2LQ7=ZG0$RIY2%L7V!znkh$P?BUqSjyjL_xp~?|EbuT1SH9g+THmV+~EH%
zj9)O7Iw9=R`>FVCxnS1gwI{!BGz={*X=`p$A3Pht-_`$UhN;po-nlz+c<}w%3{TP+
zP$GVpQg;3CpDv~=RYUM6QrUUL!pn9kxFFuTa{2z@Z810=xgizk67VDX&GkYemxm1g
zag6=T@8X}huPVP#0`au*bT#K<7ZztSG5Z7*+@jNgYyABbF{OLVGs;T7pjTB@wPaJe
zBS>x6bld*ibQU^1U2pmui(8!M*BO7(pwufz)?e1@+p}O5*;wF<uAW=wQgLEF3np?b
zAzi%yHA<}yjQ5C8F>80^+CS3>mwuSwOE`5c%3!%x9IxuS)`}1JQ5?*lW~Me;B8nBB
zaE<?co?tUcM{JShE4mR@yIOMF^({g{PScP*C*3FFl-cjjufgvB0Os(%>#prWOFTI1
z^s?wwXy={VP};`l_WuAo^7^Z93#`OSq`vMyhq!UuN5kL5zkwEHzEft$r<6kBc-t9!
zvc|XWkT}9kW}4aMhI~Asgnjvy;vhN4msHouX)QcY<n-7_@n>%tIfBjhbMX6b3$}g8
z(&(z2V&j~L348=d_P~GXH@;LjeIg+Y*1H(vcjA~G`X2XBEWlw-RYg>m{(wX2B>67>
zS;sYOedzl6??3kLetz{o%O!9vnBwgBcl?|9L4^?VCdj*{?m?;2j6DUBQ%~8~Q%JUk
zDRx%jha0r1k^QgX*O<KJoY#?OM#4Tc?myRf46o$EBYbE;1_I{^s>EvB`cD4D5K4B8
zFn%ro4~wh!@dK6uVvje(1FF2sNK(@>>z#gQ)Uc++q_8@aetA1vL2T(Zrt7&@Gp(6^
zy>YR>Q7@<pd|3B#Q3~%bt@XPz6zY1_*U>k-L4ilEYH$<36Y4lPyBZuImT+(Po4E;^
zQ1doC?d}s3QMPNkr*OEKnQ3Hj59KOwHl>c2j`2d->?4~SK#r<u%q4q=Z>|QMyvlbI
zzvn(bJz@RQB}zZ)zn^4so%^+lvW5|X_*w<)S8NW<wm_Su8wO7Reb7}rrNpJ>k2{|a
zI8EUdP{9@qIC4@Q>~}G)a2Sx8DOkzj_0IW=6WW*N4ipHC#xGREAK_)mG1-z9!_x_)
zDFjR;FBx6RvJ)iRG5e{kJ@E$Ia_>MO{5nj2_|-es&E%(9x-~<LqUfi|+3py|D|c+2
zILbuo2{|;KF5Ov%2@yo?X{>IlsfZGSPF3foht(koRA4RK8j^F*;@tV5HuCTM20C6+
zjqp{1EOHFNjCfZ|HKr_C$^?KOVv*G;ouv*2p-lB=S52Py>Iqv=vQV72mEtS;rjws-
zr3_*c4uqs=22WDTSi`n*Vtq^eo7{pv6RlkZIUiuKvE8Ymw+R({gbg&Y-X9Nu+cHm{
z<^#HZLCBk-iZ&U!e`Vc)QwU0_QpF@e%JYg>aB@eG=rA)-;xA;$ThDXUP_;v{Q8r$6
zZ0c$+JDY3$dwCKafcnAW4M}@Ng&GF0rk0AIG}Y^KrP8~HuYT;^Xw-Hjro5<kdDM5H
z<UXfHNS)qj@t%eZNZ`s*FDFl(&wfl9hx8&I^U3rgF1V@)T-ADWAomU$E5V!L#-oy6
z&9`=X*e6D9pRND<`;R%(KR+_V5GhldrG5%Ms$|a#m0pH~SghXrc~ktB>q{QPk>vyd
zD(R!mHAP>1ALwI^j1K*)aq&rpW){KeVii=vEnUJX+2SfRh$;4YUYz6Fm!{kW-M4;z
zLRNsz&i(1q1+&|N=^efYs-|Y8`R){j<ufQWU3wkmq%bC7HJu}Mr{cYD1Fah2L5xk$
z`01=7-e{`hE4l|;lgiW<EldZ3S~P4c+@V&(8e{ZP)Fue5x(-1K(Op37^A^T8owmi@
z3+VzM<xb5Q`oY^I#>1m#YzCudEy#gO*%tHZuj%)41mH_QeO<V|d?+NADmY~4aSwS0
z%Fde7Q-~|2&v%zP;unl$f)gYCeLlrjyD-sKFP%F_SW$Lz-}Tpd(LC{DM21(g3VvE9
zOK9ww033Z&`O5V!UIju9=TuW71@gPy@g~}Nul7@1T?NWM<<6zdC2Re(VS9ISM*N1y
zL6lyuR9xqoGsqaXDuF^<WMrMPdHtiAlA~&CT?7R?vok+UaI9FVFwMzl%)kfe0IW2e
zrc@8)Kh1ap2^?fE1ET=!v&&_t9~@Mmjd(D|*NvP(K9dyH87Ee@{@w$9HebEyJLx|z
zk8jjs?Y^#YkvC0+hxg{htnz6Q$Z2$vN>Kx-fWmZ+Lo2|--t5U~4MU#_#a@ErK`uJL
z@uP!zP9UAW8GWJE)7c&@gi}RHyit`H<S>DceLUbOZ}q_epawVKh>Hotqs5WXq0;{t
z?`EKp#7w^~ccOtOTmA1s>yA)V;GR=u&?NP|<;K$1xD|u(&10TuPzgNH;kco3{&^Gc
z@~h2cLGC?L&tJ!688&ZuFJgmu8#)>EqB*l{dOeTV>iJFmmA*W%dnlfSr}y)El`JRJ
z;X~mSORnO>gee{bx7F}>*NX%oeL(d{=dUGhdO!pusUINDrRd<WJdGEJK}7{NT|Yfb
zoIot9;u*Apz%P)b0qzoOH`(<S&+5XvggQRo&y&zB1gCKh6XdEq{{iCjUeY9|aPQ0g
z^4VL05+vZ^4BXJfqr1ft<w?j#4n8?AUn`bnID(^s*zugSQ(e7nh3+(`tD5-sJy+@#
zuT8vJZxhno7}4D2UWX|a!CdJuJ4PRxt7yKa-J`|>w*BV`)2*#ZE`2Zz2@fSnp3JR~
zsPvBw^d+ykcU0woL6z^$ZcG_|8hFAuf6xud(--kCOYYNL8#g`v%QWN%sN7`SJ``g3
zpz(1{&B}y!MWCzS71_6KE+PSQ)c+iCTfT@}*cJSLsQT-uDBt%B7@eV;A*C5$NNEuS
zX;8X`knRvk>5idGU>LfQR2pe%kd&705D)|@N%@?I@9#b5toM&+&6*k36T^L9xv#xd
zk&UDJ1mqDmnmgZvU;TZ%8ejFB!HnY#F-8w)H?vdr`51%VPjimLKk;&ehT29-g0e~=
zRf!uecInKD@7#HrInFG!FUUE2Sok@`q6p8x-&-jKIyK+xT7QY5ivKb{gQR~(iYkXa
z>!=^Y(2u~DT0)z=&0?S(q*&7C-t^=pht;Y!cEtL#WHRZApxjnjcu(PbLZn78bdu!e
zfX~khlCgyT2n;68@l;kDsfT2e_7_xdv5soN3@ljqLHgeLnuO~<xk_4S^TFfY`6!zK
zSSxd>{)jg3r?)bSAWmx3i0~6l8;&GgZRGK(u02?ukht|rqTqHO(aR@o%mU9FHV^47
z-Nc!fx+9i+TwmeQF5Z>~_X^!r*9B&Bd9e(|od+@wxAqT9)6_|JP&JYH6T3!c`lk~Y
z{1Z+Pc+V_IIhro{RZrI+M?b|#Lui?MHdmN6Mp$@%)hb}tmWE!`bbFI-D+4tq!wu3G
z`H8dq{_=}QQsH7jZJUgxnDK=a59UXg0g*$2r6h$gMV6(lMj^tSHLQT&e>z&&x^Zdf
zC4w}IJLADtE;!*NnJX(#f+uemOqX<X4e=Yl|6Tt6xJshJT7HQOOLk0|GNc-}F1tI)
zlNh(-n~qC55$X1-JkTaPMbF(Wmp(u+Im2k3iUk9@A&Od*ljwV8Nluaiulb|C82)6t
zZ=6X!nPA1}W_6%bB*{ZD_J0}Yu;V6zqn9k+3BJmV@@Q!)FOYTic=Gc<P<qOFAd5)s
z*we~1Jry=M9Ly@8%H?Cw0>T6(QMI(PZ4d~J6)xy61WT$jR{A;AIdUJ(joAwZn!M4t
zz5FEZiw&NTc%$=sUj4^FJ747x$wM3!U=OYbp*k4HUX0+ww;@RNrsZBXrXIR2QmW(;
zQRSsjc8=sEQSj*YC@*gJ%eSDqsfnJG?QvMAaV7N)sAoMrO2quHPdKU2WzA1Zb7RR`
zUDs%S&~D)@S=9sQqBK~~n_xTr+4sL!aw*KRA3T|e>u_n1baC!9^Z`ssqI;#e(9iUW
z8YYBzC|fW1c}1?QAzBWoA65Kh2CkN{B^b`$hAL)-7W0E6H$d1C*)pWI$8qbyd~$~*
z$ew>eN!sp?7ZW}5#f^O;HNofM1Xoj?c^UUjx*VVTP{MfsfwCrXS~uVBi7P-Pt$_%!
zTs2csS}ZD(lQt2MJe0w}h);}+B}JekrTAXYMGV_vUM_?=Wq)G@^y&RBJP=Jc+fV*{
zAjxmifymY88A*NbG|LfDeA=gh7T6ZJN)EJ5bXG)0*4Dv~7`w6`%P;T5_KpC%ix9oP
z0YW%gd=35rDB>F_J16$}<ymyBq8QmOW@<Hd@*!WEeXX<%4MH3c(-4u#YdHQNGRB#R
z719gX+_^O%Vc_b^b`1crZ>};(^5CL7WmocQ9xwSmVufzz$6q+?PCjN~wAKGpd@^z!
zl%)450<3=_N!B|gvD~4)Y@VFA12MoYw8V%5BA)Nt$Djy{p68BqPi_129bJvKj6)xa
zNF%grSz5G~lvD&BpdO6&?D3qO5$Kuc9h)TtaxPtFOctbZx0kyZWP__`n&inY^Osj=
z{0XkUE+cGCruUU}0a9syVkbjzSC%t_8BGXCtU2Gu>t%|v>Z)aOLWL@d)uhqo%U*sm
zbi{tIWG-Bn5E&PTc*Fe$&dG_(`I~dxmX|KmfwRGx((7KUw4j0ugE+9wp{kSa<MVLy
zRG<Do#UJZSUj5Wbk~Ond#sHNhoBw6(cLrAw#&z%2tX1Ndf+hb*9QxySpZ1S|$uG5K
z;f|qfMMfko%IqM*7^NZicV%%IUbu47<gMg4Wt{RcDL5Ie_O>`_MM>}^<Ha9t<VC%F
zlNLG`q}ptG`ida5`hUf}AWu~mxHk=v%+?2igy~Jv5xu;n5+#XTF<n%)xAG_{%E1*Z
zGIGU&fwZWXUpDT3Rx0cEOuT@*=?Onk*@@oIAIw?GKY7R~N%7)aIi9hV=O$&hGOscm
zO^uyaI+syoCt(g1D^YXCv@$RL%qd7sBg!t}m3G_tdGMkspa1TXbP`SD#D0D$z3EM=
zfZ!0i8)cEvpWoDDD^eerCM(Eni@oK$VY94RLtLt@CE~qAvNAv7Og_5vE7B~j>f2X;
zDvrW`L1dsY__I}cwf;<-pK`{*-h~ZVe6#e@r{^CMb$iM)ewE}^C~H6ba;PBEUzB08
zS0TNLjW&N>Mbqd)xHW5@I`el3n<JA+_N~}{2*&Jxpgkp8UmGH9GeSMVX`$08b0%DH
zzCVt~EUy-mbcyT$7Y4-iFBGC+<Pq)8ks!W28Pqk-D(e@6!7nK#Q23*e)cu9X`ixt%
zzOyB5-+GYUNB@7_;8){!U@K?u`ztKGV)YzY{L!nH>-{_#TLSUrmA<)TYRqHaKqnVk
z|2!BprK-x#Nj$LzjMrVaTMRKYCt@aM?7hK>PQ`z0q>>46|81}3JDCa6xWt3wd(7-&
zVC0GiY3G&B#m8vM5X1EsD6iJ{@KA=g|AF{SA=*+AW$Tn$J)}DXMkX<r7eMH7|B$4_
z$Vnn_U5vnDmsb5h1wA0Q!z(EOb~Lal__5>)(_aDA0ZNQ;arshzBA4xxTbwK!IN`<K
z{N*90Z4%*GS7stI62}iYwqBDsvpP<ViGs)jb3KnIi@-oUoS;Y)^Lrm8PoAD15>YF;
z_TSoF`SjaJhw#lENmj2~V1?t8zPdME`Ic9M8UH1dO$J8DjEk<$$SOoagUfsDeR;7&
zhdJyjb0L*|{)GYuAv1HV4s6>3_ruLSYv3|^@0}6i%y!i{;n&Vi_ierbl*CkA<+!ZJ
zo4+l7G=<+vd-7mVx`HUL6#kzIEf6aL7Nd9D?S-LGoISk}f~nXbawSSuve{zO#{;4z
zl6PX~!J(}9=Q1dfFph*YR3*7En4Nh&J+~P#G*6dM#xfuXoS+S;tS}q#cU)cHUcNgg
z%Yal7hQbK@JQxYLe8~73vsno?-ANI2*kjV*A(58>8*%Nf>kla{*bnxuRlEQwjP?XW
zDFiy&U29-1kRHBS4#l#}66IvdcqSZA`x+t>m~%9E)4X`HC6V$Eov8H#3n1nG=7rVO
zNEx=)-Q~i-i>}zn{yL(@A3?{fPL~W?van3pDeNZo^y*89$QL8uqRn=Pcf$U4KL#I*
zJF<)L5cQD0dPH^*^jP99AUilLiKq0o_QEJ1C0eZ^d@W<;UXa|&vPEoA`pgEp*iHPI
z<bHWz4F*(?$RueFX^4qqf#-#ed0&XTJuVE_arW+jv#Yzu@|ZD*n*<LmhNGCu$zqyC
zcKnix<9%rH0hb`otgQSFdW}d(h#bjVuG?{z4(T=Vi{<<goZPT>Y#^@1J;Wv+tO|^U
zl^iQXndt$nh<M>hyT!*lCV%`Vfz$yDt;aiNEMr6Pc5nUcUK1?l(~X{XdSl3dIyUq7
z_$A>)3?js?G1b&G#R&BojoMtjD#a*Xk*Wc7ON+ta(SzEq&jFq@27svFX~zV?ZI=*e
z?y=bQc;BidWs+Z~fYAHkQ2QbjB`kUDb=k2|ETnd=*yY)Bc&3D*k_359_xJiO<EC@1
zHLd%#f8sa1p6}F(f5ye1-|V=@qj}AH@emCe)g&IYUg4y6()M7|esikG6EC{uh*fkN
zZrc04AoBF!%<Hv7u9?edzGUq+?R?6;dGV7B>i7H-UkCBYqq)+)sLG;J3nG}_9#`Ni
z;VDnU`yp}&Uhd}!cNp8c!#Zt_20xXdOwW;%1Uud#zGvO^1$JX!;*Zlu>Wf%pI!2dM
z{McAHp&b)>1twqheVriE!Ys$f@WCW!=|rMGZlk;<e(-ci>1R|7l3k@dRRCJzHUwAf
z+?J*NO4w5e`quivHH|**;Z{+N-a<R`%;v*)^K^-?#f#EN8GZT!7^xme)s0Ssys~%C
z>r0$q542i~n9UV~vy`>caS<sSmPFwB6+f>0l)O}aD@(Z>EckN_O=sW*NGYQzXIGs_
z7A<!HLbtWb-R`m1`)qtIKzW>w-l`@&%JkYeoud1co7w)AH4;TZ!sYhzj4i58x!c^C
z9#0eQxV4cZi*zJxzCLL#WXR3sePx`&RismKmgYZQTA(T$Sv`ui5y#10Tx*H1AoT4T
zbGW>RQf<~&^Sf#2Fj|&n2+UZJEgeRhij=kdUIB~3+1u^4>M!?{d=mGqX>)SZbCimZ
zXV*pV@~tc`^A7e@TR^~(P-n8lE1@NuYMqNuI{loem@qD6fd@3o>G`sni~uWsMllmL
zppXvckX1&NaMa=|%OQ6|XgYK1xxtZ+fhm2-dkl2i$aImJ`Rez~T5g7Yc}vbg1Shnw
zse7(}c$rSid{pq9hf_NmUs;!3CE6IsfGF`e{au9Uo<wREYM)}37LQ=0>Yzr;WI%20
z{G@T&52xB_hI>90?ynnGJ(INA+|fh%g-*K|C{xGY)_%HwZD}(FA20XzETOhx4a+%C
zn@(<s;Gm7f?043ogOmj*e`MD5KRb|yR|NpP^U6wIn1XXXL(p%QHL?7T5@@>AzvsEh
zy*%psTX8utnM6l4lj2DI`3uH91wOqwb!OK~RYGdLVp2aq{>o~0RsLBu9+3%V>0jyQ
z^^ykn?_J#}Jm>!wm!yFYF0C7~sSb59@CimwJB#3<L8j?UH)?#&^lD{xoF+bHHq_>R
zLhV6P_2zw+bS7`?>-QPq6M1-aCbOCL?UWc49Hd9uwjcaT$}5yv<;#&pMLI<)t+3W$
zQVo53Ehu_(;y1!ljA34++OXt5Q6<fHZ*iQ{#=s=PWA8J@GFuF2j?~*)h`;Ipq$8x$
zD{OFQgQPT!xcGk3<&^<VM{c@{;4vqwIjEb{jo<l#<OCkl!z(x{Vqoi6c+O~OS70U1
zWVS8z1Bne+wu0qfrge)$+5X-r+I;#4LV%lokB9GUSIk{~#NcR+Wg8E*wn4H*_<MMB
z*cRkCu(UFC`JTvJ2qYtTayrLiWEjLm@Z34CW3m<~O8_h|v}Y`bt%Rc`Thb{w*%*r2
znTe5MR_At>ejbsKfkJEvq7MIL7(@mV4OlsL=e&R-Ii(?HMP~J}^RBA@K#H!4^cq#7
z@@b)&4Ag(5XwQbprO7NvF$ho2Zsj(@Lz7POs{C(E$lS`(#~}qzmJfhWW7fsNf9|G4
zxO^Sg+AbqT^5j<WF<#%b++h!s;r(AHlc@HZ>8q`|4<V0}leOAV{%dAU%e506pa|l*
z#P09+4I6zT-;@pyhgmfpAZs4a6*|2#rGw)*37tE?$E>rIPeI@CZ^)13Fpm**a8sXK
z-@bJru>Ad_ljl5gv#Fu4#tnv`N43^9s|EUX6xLxD8;1i9<M9#yM=KCR<@RI__<b;d
z4<Cy)hxiyIvS3#s$(lK~&?r9Bn5!P5j@5uE;9G$9hL~fj#{VHGp5zf_>jl2O6+Vx$
zp2@rVCt=@?U<2)KT+OfUT|$ncGA?VTVYuir=TQPcdQlKdUV26A8<27LpvBFBkp?M&
z;omZdNo7orZ{bNJF)sY}*#_(n><pEZv)g2BHCsf(1R6T3#l9FcUfw(s)k8k{hH~OO
zBUc<jBd=GnPZi<YxetH&Bht!a+#T)IS@cY2w>(RiRU>Bt9xXDGq^wA2nI2F~Dp==s
z3Rd~0UcKxS^tEk`)eym^H1Y;DqpW(tBdYjmByTarvd0&p)LIv=h$-Kk;%K@mN$cwy
z#(4RDVM_-6z$c7O%E=YI`f{1dy+e-pp*LybSqmvEi}YV2(EWJUWhi_#N3u<#V@k{>
zs@A!=;o#PP%XEBvx2d^CgNF26cr-6?ouZr&_Liso>mK#_gcN3?;J9@I;=m$ss3Y;`
z+V#GQqWl-8V@PP>6jJUCMrydy<TI^<AP=)z!`e2Nxw&3PId@mUcPq?6#jwx@2vyyT
zZD5wrLb}H1(W~j_`JdB6#HfDQ7D<UMzPi{RHPzcH8j}Y3tpu1kYcA+MOS3&7TuDSf
zd4G}c62x|kYd~+V7%C#}P95OU=Bh=TOT&=5Pt0R>antWAPc=Ca{uE8I<wHmANMA0)
zN`V$U(nPksdHVi$pvY}Mr#5|n_rKT0*ZoLaQf2*egd=tsgEP$ocCm^K5tblyormR*
z<`#5#d~Tv9YqqY0<z#;xL7wHotUn_tKinhlEf=Esaxq5Y5cG}z8G5Qg*aL0tj+w$t
zb#ncw;Ph9xd<B<Vj+iV;hm?ZHAs4>S+F(4w)jB1oP4lad{mskk&MZ)X!udtB6~SKz
zn|~(jON2EK*)>5=KY48=e2xR11bW4vg)DS!ZhTG}Zp@xP{PRVQQd#9C<>gOtOVY^c
zhpO8_4kK-~=nS@vTu+4GM65Lj%>H=qa2>b!DOmyg2%aI~9v>Rp)QR?oW&{l`)7qFX
zp_Eh@{;&PRox2rc_m}@nCw1epLm3$KG=RJuNPvw|Tq-_tmTq(;<4l|^T0lmf?2{iX
z)dLt1OiZK`x|zoWk+l2&g4{GTtf=TeH~)*&;Jt!f#**-8%cR}4hYlBF1YWcKhSfsR
z@T|u#Uk4m`-<u!zaRImTlQN3_EfdJlM3!UzWJ{c<e&eP;OmR{bv9<;`4`<{ApQiWA
zs5bWgJ(+1K?E$(r++t?Q6E!foN9#k6K@rs86CO{UH8?_5yu$zEAx~}+AVx=17=49@
z{C<2YGU@OqvVVZD_2#bCZ<nM3#$aW&S$FBfUD(~7q-xex-6D*`qz{N2J%u62VYygI
zB^drShufH>Y%pa<h`^3H;t{Q>%Y$|EesBJ<0-<~9Yu0uA2w8_1hykV+8hv><zMcbl
zc?;;ML<5Oh&LKV~DD3$D#Wh<wnZ?8#+nxKHWfTX9o(|cU$)4g8`1LpGaH?Ry>_{q)
zdnre~77wd3yBergeAHJ#q34AKc@M?&3bJ>Kn4}7Kt*}mjoW`fgPAdFqCK}fs)=$6d
zr_YO*$1d^F5w2f<O=f-CvQ`{RRZ3Dgu`8ynGW2p=VH{Y~_X0u64=ygwICoW0;o(e_
z%J7$k*|ttJcMI8l$Z+ivZ8lU9oOMs@jVGt#N_iwG@YTm$s}*?L*sPD`JX;Q@tdpE|
z_6rkH&D9+h@f9BF1YROe_i+OTOTPRMe%A+SV|4$@YV7<*PqE2IiVgQ`&+`h<GE=7E
z6>d5MtjvSr{TJpbb}$mUamOFySrs#S6%CY?BgTE1$|AEj+4vwMMaMoA*v;82lRa1>
z_{G~v$@Xu0Uxf6DY$>0Jsr}A(9sS9hQ6xjxwD+U$66Sdt&ehH;e4S_gOgJjPm#&l>
z*TuBsehI=ayz5~4_k8LecZs`5A&Oq?h9a$W@VyxCm{LVnaY0M^^VjdFf^qT3q!)JJ
z>hZ7Z8m3Nj>J2-S0hJbC)yjWYG)fr*2{Fu;(Ti+Cm}G@l2hC9u%Nbt$lZ<nD+ypXj
zMI+3&3kAxE`LceEe%c(f?VlOfs#V>|)DHa_-$Tau22QktruLCUx94JpBA+O)6&gQ)
zF9FCve>gZE1263=H+`F!7-FzkNbnP3`?1Zb5O1lYnn|IJ2Lh>N_!~IlH|a)@m*fp`
zI%Pd=Q~23(#n1^z3MW2wJ>IbEoUGLS^OIBgP-x5J%b}nwV%hd+R4tGmDNV_G#Bak2
zi@<~-`Z;0bpI<{mWR|BA#ucbk*;!4XLnia;MaOdJiyX_|OnynFFoE%rPn-89)K9K_
z<3#;aLQ=&!9dDl5z%$jsX&;^LdTGZQbJlqiO%6ai0YvWeZ<={vq4Vav+pBZr5V>2Q
z{nQ+484<DlPqs50b)-LqZp<NL^hz1o?QN+J0z5PwZvZ0Y9(iRoWz5)vTm=Vm@=~k)
z4Ol`ADcwv>E(&N2>nlRxx}2}b(2&IoB>*vYLPk{6$sYuF;r|?MIC@PyH$;~Z0yC3z
zuSm+iHV*x4v_Z4-(CM11F{8opI9+Eit0Az7iT>+*OiD&a2#FLT7Vyb5$%KfOXRgse
zatIuF1Op$x1wC%Zx?=_z;LK#Mrwr>zSvuh)pjfuv4@gLd(19m?hy%!{ljK0)%j#1S
zC0c)gtEE`9+nDrOisU5-XoLXP?Z*EiX7TF@j<nc+AjwEP?~~MyPs}vqxR$>gB=7G3
z?h=_F5oWI5IO`MV*7!$jCgCU0Zr}JnXl{4z#`*Th1Znx(I=M4Yo}EzFqTx#xuGVay
zEL?u!LPu}E``UVafVs+=H>UP``-Y_Y&ou{c-WJA!T3eIi`;Y4=656NFF1dex4}O8f
z!-;MY6i>#0$lwU)y8R6tTA!boA7O^aCGi~2S6RdGGs4@`f1F_2;!hB?Kb%A>VL%E*
zY0(UpeYh*2Q7Dp<!Ee-n5qg~F;{?JTOnA5I@Z+n=INRJwSKEzk^t&FG-v2-&fMoD-
zeE(21{koKIsws|J=EUbd^GbpcpBQEEEcz~K$<puLb9Q$;94JXKW}i<;z(iHYQV%vm
z6mQ{kKi`M<wST@*eOh^Kycj}bXpfw$H;L`dh4PCTC?qv&A>=a~$!vy^$dWNlX#!7S
zcVOO<NNFnct7oNPnjVE*GLxugNb4^x%f_`G#O7#&D6vJc)^RBMv-xHXzjpb|ID)yJ
zNJP#{VkL9!SIRh)L@*W1hzuzi427^Uvf3P8*J)>ZIes7BEO=yJKGP<KzV%DQoycPT
zxqHKZp#JQqw^;OU_gX+UUWd*1$TQ?Zv}RKjZe0ia4>YYG6X?M8cTdvJY=ncAuPafC
zSc9}v(kr#^KM={^sI--(kN<(@5APi_F;tQzEP9~+>+>Pa=ZJ;4Zy_icKl;2>C4fk<
z96RR#R$MieVn?gz|0X9RLno?RKX3q@#@prd=5Gw7qUbd>^QN`3f3L1MGIGIJvf<^w
zPcCo!yPt<cbe|K2wfUXwn-oGtBwhD`!nKlU5e_g3VDIhy=xOvW1ODavK_hV4HG(ED
z3gglwq(l%IR<<rfJ%`orUNFC6s%Gq)KP0J}su{tPwr@fI^Xt@FhG@vNccN?JCP=*%
z|D5hWkOCsKO%SSfKKe9p7#>#9cyqY_ABbmjL!_p<^UOlp0oXC=q<(kX|C>0I1r`j<
zW}>SGCe16ohoMT!;}WuVADL~xiRt5Do}Dr#J#@XdqAf_<Ik62WgrYd5Ep`aARu&si
zmw_2u4qo=C^oI5-3@A9m&&vJRpc<24A|oYVbyH^-3K){;^zQr`;6DYdRZ<VJy7_G&
z6oIYv#njHMZw|0X)kqZ+_{uLjyI3`~x6bF!t4PC%JMLTk{JUOoVty2Ob~Fm8=C+o<
z`WK{m`BE@%(CO&5!Qq&e$`@#=VhD6=Qd(H*o8_&U8Kq#F%d|W}^S08WrrN=5H4tiA
z>qH~dP&gnqHx7||%V>sA`;b&fcaI*-!IjL;FNpEZZBkM4&`qn>dw=QoVKFX7d1JIC
z;lMx-X60aTG!I#k?9WQ&R9?s7SXY#aa$2(!5`}!#mxS-XZCkKO_qrlgLa9(1SL+!#
z`$ch-RBM`|62YP^4~%S06#!G|y+%ma)uLB-B<bdm#U1`R%QC#bM45*!air=Dsa(bC
z$^3?ZVN8x?Q|A018WqgcOw?llpn?5U*VJ7&IZnW^Atef^(?d*{7W)tc?{osB!Yt~?
z7NgZ<lTtZ7pO0wRCSm);IA(H!j3Zdz5njhcJG@xOEmcZqa(~JOPUT49R!QOGL8hun
zOgW(QJVTQfZlL1>&pW8Kcpp&H8s*3DIW~zz?+~{i|E)?V**tnmfvf8z#?HePG)Wp0
z%A~Hfq=IWI`*Xq$CR|#y&+mw*l+Be%j@rk4#-<`aJcDBNL{<Csp%%)EN%6r{;<O*i
z9oPbwTCpPCO38-}Q54FxMo{BvQkyYWRd*I9P*QP9n#fphA+C7@EW{Y#A5r>K*DN@2
zvjoK!l39zBmOQkhoL=!!40}&j0coxBX7F-=^M86-vG%Fqs|;Y#WOXgf2j0O_uBAb*
zlTBi`UZhzWy%7!^X%{R-A;*xJO1RQY!Wb~BgBM+xiWR@PT(@EkKW1dAG>UJj<W%CO
z)vF~;nRD~ejWoqpBMRY9t;fo8us1W(@GysT8nIRT7eb0jvnd<C={YCiOf1#C^f&H^
zV;JD}{b1;S8)#9-{I@er{BQK{_WQ0EZDr!E%YDa+Dvm(n_SoI&m8bf9V_(E1CoxKF
z+8iFDzyA*!CNSSQx97|?IEN!`ELDh)iKoMPG>>kY_D|yNwIybL{^-qpAt1eo0g;z4
zWC`*j+&|kb{4p#bAEV_ZCeqrPKhFEz>imOtUnPLuXAkM=@NWu-o2dl@`zZ#xVwW=n
zaDQaHGLEc6u)*Cu&LT1Be*??{UEg}@Wv~<^4eg(;ki39C|5jzy*da9nkWNIqe~|w7
zAmQ%_xC8RX%RYg=mj{#^*>2Gfw~28<&w_%khp78+0yoL|<u{>kp(E5yJA3DmhhT)u
z*yVYb8wb_>1I_(LOgFk(VJkY)dFOWTl!UcP)Squ^zbF>REsVj%zt4&qVnG5t5;GGH
zM%V}?PLkr#<)pkEdAfTGBS!!U)B1riE%jAV4Tg9@$CuOl&1Bj#mAz!_)iojDmi`Bp
zfFYhW6MgyrzWYD;#G|Wc0^l7nXdnQ_HsgkXDXSm?m(RWe?hp7&0$&;OX#cc7d%O34
zBU)J(L#`RBrfwyxxi_eY92tj%@RXxnaVcHVQvxe@E*Qt{PS1W#`WB46_G1fAGJb24
zsA8<2$VcSbs?@;olN$s|6{sbkLweC|n*(wekQ$tf3frulwBL3FpLLJ5xa*uhaiUk$
zO{i9FK2Xaq>QuaDiTSXfvt^#v>{dM$3mLep@79jgq#3Y#(Mscq9GatBh5CC)7*l-c
zd+`)fi2?$54vtmW-x6lONoRH0!bL2`*tZyBDlTMOR96IlmeeG1VU`pXGV+TX6r*?}
zs8s4hYYtN5(j1IP5ahJd65!jg;?n$_R|rFDGb?eRaBK0DjYKUh3%nbL65yVq9GR&p
zwqE}DX_Wq=^jK|SnC<I1PTe+nUjt+BzS~De3%4d%agN4}&wn>iPEc3Q9Ky}i<uU<S
ziWTv4AA4y?6@n3AaENU!iL*{ILY(I~*#E)r;O(@k8WE#T@m0{F8s`(<US+g6N~o<n
z3QH0C#ENVPB}LMexVt^;lh&N>RbqY=Bn<t=M>@lp&GTvFb*8`SRrONOlxyE)axRU$
zqNr#B^n;y>&+3~YzCT_2lC?*LAxujX8&mG}DgxL1J9j}w_Gmi@aF=>#TlBJoMe=2}
z<r)L?gZxgTZRQ87my9mGJyxYKgOG*e+o<`n`C=zf<#2M&in0oRgUDp(RETjC*hsQ%
zKOl3lhWbx&mY*x`@hDjO+(~9<T{2m@I$6DY<$ThtW%u;;mzZp$^;6vD^V8erX_B`5
zvKmRp$(7Ap_paf>(?p;60<|NF^o<&H1Az*O`J0_2$=ywh1N9yKXfHD;VHk1l)!y;0
z!Of1?pJC+~PTujI3#Tr{24w_!32A@W<`AWuQ}B+Q5bQ<mlbf#IQz$$M7yTJQpNZGh
zhb2;>Sr=&Lj6k;yUFAy@2{UCv!t7{n+~{l923}cMiRGYp=b}3tZlb_d=CHyo2ZO<K
z{Bjr49i-;-=OjS+4HJz-JbxYH{oie_5Z}6oUF%hs5p9|6FS@gDwaB;G+gFx<<Kom-
zPWs9VOsI5q>S#~owTUX4m>9PTk-pL9n;4eZRn}xu)WY*O25shRH(k}PNl-6Hd~Wdi
z(A_uHZRNV~sa;?Y{Do7qawOGN{~K6qAwY$e_@mBD`ACAp((0{?)iRIk)6aKu;R6<4
zsmd8S5{5#j(r@}CO9ZJ6;|hyP*r|z~&y9Nx)epm>_Rz?bKxQ`=(afG8Cog}$YyT~@
zN7zHwf>m<fZyxNm3{9Yw-e+n{hmN&-XnTF)qYus3PcZj=D|Y(xG0JC_*arfxXyAy+
z<ok?o6dYWGFQ-hnJleNO3J6nO5!!V;gF3C}@E3>No;wx2g@*1pNcaPwCoj5)holJT
z?~Ua^Xw@M$S|NfR7hUlk@(M6zWdURuMx0U%${b9K6r+ITu4Y(Ahu?j{C&QJisy?A1
zrbTIQZ_6dmxxMsXa#W5K&4zAy55m~n-OP}v$!0UdN94iunpM32xhjWO$Hk=C?&Y-{
zo}#e(?oCi0i4a8kO!NalNTMk}LPR^}(=R4tO+=LKWBd3#CF#u@(Nu0guPZIN_{xNZ
zP+v+IphM*d>;7{#^S@>k?6HuF11I{vNrb?&PS7w5(IO|=m=|xo{1ZOnG%x3MBL(0`
zj?5i|mt>3ruJ2yn?MaAo!~#EKB~(T{Dz0mU4S~aO)F3ghiAoMEq)L!;IGpd(&m)oP
zfxzhw6(Ndb>pw200U#SwrMc~WK|M1LlTmKv)fW<KCF178i}*aoh}o?a)hy9h@{lL|
zVT&plze@JS2-OyZZ1|n&ss@xP;T7awcsa&gR*(Y}t@eMQ3Y-z%@mFnY^bv}EJ8XHm
zVB8TrfWE9$V)v;o$MMbzf`#@M)`H0j-|X2N8$s)A+;J9}^}T9oZX*1?FAK)CHYM6z
zvys`F_4LPhtfBUApETVe<!zrn<*Z$@(t5+Mf<k}@?}lTgdU%+374#-SN&=LefK%Vc
zde<<kiYHj1nVhT2-I$7{?EZYT#Y>4Pk#Rsk?5ke+#OI90q%A|nD?#mg)&f8~0QAyU
z8?8u1Sh#K?>LvFM!=d|Ew<bGQ%Z+6s29tkEyHA-uyeCxW;V&GE70RjKfz@ha_Le3s
zq6`+=;2u-sU+Qt2n!TDj;|1-t)5QG52dga#!LGzLrfuI`K@dvP!{O{an#<lLXe+kc
z^4gsPXi~B%m`a~nj~${`e=m`Co{Gy`HWP@QsL&<#3~zTOjrIliV2Y1>`x7?CWbsZm
zdQ7L&0?}7nYyW{<Kv^=pxJ`32ss9`*=BP9kw5A6S4=YtLDCD9?#8Ea-G>z{MVZlJl
zJw*L$GlO`3f3OIHDy{c}+Gvnh1j2=CY+{pPdx}di&d6^6zNYJZM$uf66(ycIyxMxs
ze@TJ8@K*e4UXQ`JhUE52#@e1;ka$B({9mSFfMI7etI*{$c%)Q2yj>o&vG@!P;nJr6
zOC%vSE<TpQ#EC{H!bICT2<q{k$4lb1m$|U*G&GtAo4=awb%`gFLEl2RvQknB<Qafg
zOA#VmDEE$T-Y{&9nw_lN#1oBhD9RUnZLWhNTUH7Rub&o0mNbUawT^O-r+Z0a9Z8vu
z3kogd1~P{xzmWiou}E4I9;Lo`0$zG7mmpsrlb@)YGg_P*h>cSX9LT_}**=-VD`$U=
zms(kIhcug;AVO%rH47Rqa&cs&7AkSWzm$`V^b4oceYNucxGh?)spj+|11b2oUR@Vv
zGhc7OspSu$40Utnp}u)hL%h|^=4U@!ihJ~FGUnY08Xb@0FYXB*>&T}5<{YUPM%tr^
zMB?J)$6t0_y01Met2JEHSqA5&qEH-NhxE)1k^Cd6jIG~wIiQg;cm1_Rj>Coxxjp}W
zW_8}K+TmNG2HvG|>#9h@J}Ld%u$=>nF=q0q#<gBNOuxMp#7kHGf2b%<e0Okt=|HSg
zQErefXgusrdK?oCC#TKQ0i*ZJTcc48pkShE<Kuj%E?#R|1d7E+G;3EKl??xZ)Uu8&
zJuoica*UQwY@g&HWq_(u0u+?Xhsg<z+Tp9p??0(dn#SRtzqtma6?gm&C2^q<p#0>6
zZ6Xe)(Ks2^%XvR*h`{duqY>~pcLD{HS|C%5Bpc=9m2#8tyF6>f5O}qmZTo}~qVf5R
zR~PM%(_s2$4gMdEa2U9J{~-?okq!*{s1FAdm?vZX?YKV<F-9M!WHCpgf12kh`1QR^
z!q=2RXyy746ZWeA6q}c>(`1UY7Kr`;En4&_Ch>{bSJ*Vo^WUfdW>ZQ~P|$lO9-nx`
z$Dc+?^xlDOB!LA9?9pgf;!f#O;U&1}M%M>b9e=!yMMU0PINf*zPm|*d01To=vgg;A
z_ct=Q<4U66!jcnNC`WaEaP{N=-Z(jJN~X_NISxu7(zKXO5Au5X?s?}#XHuq0Gjz{v
z^!yajZca@7WP+(Q<*mr096~i<um68xXi|tLWIFtkAvn8l0}*|A{P$|aDtw_G-NBvi
z-#?3SqWIVUf#l`~%M@{3zX|&2(O)eU7b<BYL$ls9E<VA<_zy%nG{Wbs7Ya45_-=RY
zPmF_dD1+H$(8%iGhcos!O;Q9C#yD|X{^X0nEc76aR{g??Utxs&rNkvGM1+ngpr4g)
zK&Slt$!1ck;_d5KFzYe}!7)^x4AXGn>zyPPphx`qi(&h(EL>A7H<Mv+_w7@!0H^eq
zK088(6CK9?wAu(S4?p|+?Gbj}wuiJ>{lkxF*$LWa8bm>Io&)ugpI}R=eO0dhR>pH`
zN_O|L9_lBHd1JxZCV3Ami&B&PhxuD(mkGfS)jxtyeUp`W|6lL$x99CMH0)nW+ex%G
zw*Ch?x&Cm{o(24NJc&Q@Sn>_;NC4c!f-Gc?{|yL-GC3#^@aTS|_(*X{K1^5$tTbe|
zNHa;I_pW2Tmm*{mjE@;J&bCOX1(d>cfwCUu>jr=!&L4PN2-}C&fK2;x+rNsF%1x(R
zdhAZjf1`t7HQ&f>l<)0}KPU;7CEWx7G&2Ab*5m4Z3>*GmM~MGd04)xvr>x!i$LzU^
zccCa{F6DCuHWZkGMJIA#%AVLp%_a&7ZSrjZa08dUT5bo(KiJjtsi=U40cV&611Y=e
z9%lx_F|&RepTFPbNfgR>J=-bpYk?wd3rk6(laZ!IX;cVS5_}sAV+r$^hhfU4UB6eZ
z;X?Slv5mph%78la%jKb2P&ddo-9Hd?p~_96lo$Da$cIP?*TwJx5+P05>SW}?NVus8
z3nAKep~n~LD$Q;sW&3Vw@HSJx=9_^%mzH>YLD%OV6+<Gs52kdjr3j*Y7E(5?jO~qq
zQU8zc`&xwC3UGhCBX={%RQhd4v9yR*U#92Dvwp2O@BVRfjD<)#t3t_e7tK~zPff{u
zBNbGd6p}`u&BLWQn;x4k<RCF`V5GSBemz6@{46n%r?BVqp#hweoy$P#B-TwyxBJTg
zMv3Yb?wFjhsqn2cfqXIULU?bHVBR-vVA>CZI@6uQZG<ck*Jot@z4H@Ue=d)#n;0!c
z`Me!esKYp1FulRcULQ(0N+?3I^;H|fm6jP(ROU8aVa(C63kL+~Dy%8BWMp;!CH*Gh
z6T|x8d%00XzDR0)COpIAW0Ql~GWMyL-+)6l=tNb}&`^`$res`~gO%;wptmk5AR%h_
zJgZY6k0)xTNWcAixhL;2opKroFAz7Qc8-(RN?psp6}Bq>OTF!vv&vU+b1>U&e<Z<J
z%0x}Tr>ra-w8a1y=<+J7lEE93Xzow-pFB=8&r}UaLn$!@wbS(L>Tt1*PRPd!gutyJ
zDZZM4A|K|Fh<<|p?}IpF`lk%gPmAz=eyf@J{hlo09Q@e#1O$cPLk{PQls714FY1b)
zHt-}F;zguQ_7$nhw>A);MUCvX)gE5&KWAr49IOGw3T$S=M!H1rd|u%TB9afA`YRs=
z(|mq|?NKvsMMYXr2cEm(7O>kY46(b$)?d3MuB@<n$ja<dYeF5Sn&vwS%;XS<f^#6o
zVSB!>orI=<NhUXTXd9b~mh4O*3a8G$xCL7G<n2KQHeI1F=lhw(Ci8e1T==visN}gI
zAV%0uvZR8Ck(>z<rTQ+&JMG!jI+6HQEzN6|=*eAsqGsd0OIRHq!*pq+@zO6%rJ?W+
z)nener1WQ+Nm4Xe=2E2S6!g!R2Br)2ix<LLEWxgh0amjdI+@56Vbx*x;-pkIk484@
zMs$x|Llf2&h+HI#UV;?$hNB1#89TFIxx-uu=W|Z#64Kr91Ex?FjH{%iu3l-afN!&L
zVk`Fz5<g#@wNYyPym^0Y46p!Nu1LjhkhRmv=E@rIa8;X~aF!vCv;>5e<3!WGHjv7=
zD)<RVqp7ca_4WJ50)@t4$@c!8;Fu=nMRVIh;=pmZEtvIqW&{}d#2Y)KW8iXxIcaVu
zU2{~VWix9$r%^U7yk>BPf$Wu4KN;gBL-d6EiKqBB-%e9UQrS7Z{Dq{x9Gph~b2!*Q
zd@IGnE}Nq#fucDx`lR7RyXh~q=i*#H)Y$G4M#1WubEDD+9VD_&ZTIF)#c(HJ+JMW$
zekS32&;t}qWPi`|3rb1^#4-b>N?v*(H_m+tCmGi8tnRks{&~YM=HG8~i4-LL5aPj*
zn0TkT2jk5Hl_-F4=l~A{yR37F^lBhV_?~kaH86hY(u>{B3B=Q`@*!Xg0P7Ink|zUP
z;+588-vxj_kZ|$@%B$gcywv~p8hL=V^=#JjYCjeSir|o^5@QAo_9J=%Lta2S*<!nN
zO;R$C5yPNV^tzX${+EzNE$jOBe(l^7c2hHj+w&+S<`{pCCV&_PYWy#nfAAZF^6a_?
z3C>SY%G#?SckK1=tx`rf@x=)i?vzfMU(gQ#2Q)v&v|Nm{Nxhpsb{BvHKpLa}&%=fu
zt-WWKG!}onPbH6mkhtYU69ZDjzyl+3uo+bb2R$=)Np2xp<^tjK%R>#ZqCA{10XNe<
z{TxvSjknC26M@X;SXC!aXnpZt9X-SBf3M5fHp2-I;gfKVQQ{r^Dm^AshwCOn(i}^~
zuvuJW%cm(oCxh|%7@#U~LxxOPWPY&E$>+4hAbmLj&R<>AQyT{5f5LK4OHT}H8aDrv
z$5=g}mp6c>(@=SEjKZ2N7WQ20gEB3UVt$(td_&|~PrSxPr$DZFJR&QLP%lXHb#q>i
z=d%6n^P`SPu>UiIE|kiXMBS`?Sn4a>S1qTz;tCfmLGW(ZA*-mQJiQ&clfG)0ea<)A
zi#tEMcNRbHTih7gt8Od*%>d_vNIr7H(pVwpO=<z(@x?%QGFwlK7d(zr{px}2U#`6Q
zG*SkJka1J54zjzEj~Q8h`Q-iO&RSzQ40~i=yb@c@^U6q#Syv^lNZr`>hEO~R52(Ji
zWd~Sthm_M5hbR($t|J;}OiP%a64FmfwNoKfBy=LW?Z`QBbs=gy9DR-*J|UNwj%ek1
zS6+-t-Ni{u3Rh9ohN^fZX{RzB;aE6<L10oPY0A0o(3=m=F2R+s7;R(;6t>Is&a$@X
z<tqx~XYqrb^hcFFp=jJAY0bivJkx7Izr{TgIh^L3@)nl9EYnslQFVi&Z(E|8PJQ`t
z=`<)-{hxmbLdV!5XvdEdRGLd6e)<+_vy;l<UV1e(SbEi$7GB$|VY=T0t2l93SC^Zq
zyTz*3qMT*uq^qf^+P1yyPQHwy8d6APkaAm*&<bP8dDZYl_}cD?{sC$yq&s~!Acvp0
z(z;ZIBc0cXe~372pSVknXfgt`(xoe(=i;)i&NyP!_zM6V7^XpR_g;-Cx&$?Q$0t;D
zN;jXhoV8$gsk7<P#IL3VzO31t(jnt}(<KdPv(LA^=T2KLAa*h3FURn0un+eB+`q4!
zyX^etpZM0!U{F}1TW<!bheK#!S9-Wq!^`|xm*8n`R?L-y(HtXrWC1>z|LyLC_q0Iz
zwKqxSYxBdi?-Vel&VTgzqv`s!vARL9WBte`lM9*;Ss6paC5A&_BBf<%(E~uUHX$!A
z>eoBX58v_Hdc0t!J<HWqWg%~Sv`LpNjemybZZoZmoQw+A3#Q~Jv2%xy4So-t`Ik=j
z@~WmGm|DHkQ1bW7rPor*Bq&ss;^sI_W<~)DR)te8fkYLJ;M;N@`?UYQ`O8$WdCN87
z7&PSLsyS4kvy}hVSR|61+U?I}3C}=_EiIc)F?@PjJ^lHM-x8dHyCb<zDafaH6bHD-
zj`9~X`#okmhyQ)_fB9VE15f1p_)cyPeb(Tqj8a0Gs8lvXT0u-bs@h)<%zT+D0!O^e
zy)#Bj)i&?O8Y3bq;0>jIdX%Y(f}{0%Nh7>FwojC!C9N0plKkcNx2GRgms{{ICF9=M
zYrpuNwx?@L=HR&W<!#58&rKPtyh5LzY&x_ideO8v=?O)4B>r}MV<+rle@D^qH;65R
zB0IvhZ>!s)DtzGiZprM*zQEVXr7wM1T-s@*xDHXLBLyH$TK9P?e+MrYj%v+g)4j5f
zr)P<F{~Cc-*g{t$iAf()wuSLSN{p4hcm+U>tw(6a+iCfp4p(qjC6!kv%UZ4Eb5S}E
zJ*rK)A6{zxW9qxH&!QsSWI=d-{pQ5yHf1qy>S%n<ktchJKKaeOxo{qJMy&ke#j4j_
z-w(9!RZ*4mla-T-6r3$+@)SFPpBn_S8Q)qqISb^~kVJg4my$lcR1=G57uL1?{hHqJ
z_|H=tvBqZqfXzBlqK!T`{7Ye{j{B>BEJ22(2arRuWOO-thGSry-aI@Z{~L|g(A~d4
zXpy0`Q$H=)=}e+`odSju@;<6-U&7f!kilyEMn;<O$BNMPN<a!U1`X@>B4S81gER8I
z#6R4>90f6WqKqs6eC>s5?7_|LAtr5+)C-^J>pN{|1T;Y=9O0Ztwi?v-h^!-**$8;V
zbHm6A4^ILAf{BacBb)1DHRHc}E2Uxxw4)KPO+3M`wQQg8)o7T0i5_yGsw33&a!Tx*
zo78g{>lymxafjlUFCqHvl74V;jfE0EnQFZ`M?hvE=6^c9CWMA8lWvX7MD_r<5!3f)
z=>{CJMDy2jLU9loMc-NUBY;=s?1Pa=dd&+9nZ-`Ck9P%+l)YL#c>R<P-C!|d(<a2%
z_@66q8GIBF<KqBmC(2}0Khe=N&??cS!IpFt4JhjX9t86IqlV-ogn>LVH0iJia9wyf
zY=V2E?MoRYFiOrK+qJ}AOj>+2!mo4&t^V;`-41~6XpFtRo$gpVv+NUL%h_RB>6h7g
z(#}dC2Ta;#k_?uFn-5;2o20{T%A>5XbX;%@4A~9B92O%yn)<r&71nzA>NN}ZUnp9v
zrJ^CqIpukjCks3ZkF|k6AqBjd=>aDDEU59>wJ=qxJ^4Qno?KGnf1r03gyxXvTFZvU
z1+8&<@&y!C@3_NDm_}j~LcnXs$IGvu%>Fxc_E}r>hVW&L&sm%7o*#B0tYZ{QQ+W+R
z%9^C85>CfLi79g-bd|S!G=q@$s#!wSS)qYd7SwNqKsG~vppc3hbE$}9V=$F!aBTc8
zZwf(1tD6$sPUk?-oT+}Kp@i|&K%NqW%`R&^@DizLi90o6T6J>OoBQJB_=J>X3lX)g
zryT7^Uag~1rK=B|m(R&Qu~i3LRyz))>kO15HFo_$>mbYAVd3RB*OIkcMV{dfT_{^a
z?_E0oZPkBWoGl@dK<wt0<ayQ4MPT?4)bRw7mgLT;|DIv3zD*HWYCqL_&Qq@L?n!Xy
zBvyjTHoi}k=_2s5OWD>$bDd^OQSHW&yA=(_=a*kaqd1_57|}=QKeSN3AsBo(e@GBj
z{)Dyp>frYG_)lug%sR9e{+^HP*7~tyCyN-k@q;AEP%Ih0Zj0}Dt~%_E{WOB92Wwv+
z?q%6cxh5QIDwvZB)0@G>A{Nek1tX8+7&d?+<#HNG=~@)cSyY}d9YLXCJ{51p6g*K;
z5OYRCNi&K$R;vs)uDp?gA;bE5o7qCabT{r)RXg2iCOjA+6;+8r?+Yho)e+nVPL%#G
z#so@cozun)X$u}Q6wL&+uYJGu+hP9A#u}};lveLiOvw6kg2SP>@u%XvCV1{DdX?o|
z)lJmD^{ES>7CKrJJ2LN@#-of^QmSiR`)dN4H^qq=>Fc1ZgG&poQAxI-**SP-{gk_(
z*D#{K3X`klN32}r+G*SL`-oR1bBe0-0ElEnOF6{lh@0c7f5b-<0$VKB2ut&lz}OgE
zdkRGvxFgvL8JIduf0UON-m?sVjd=P!87LL)hk7;wSCx0eQ!1jM=}yg;zosVb{)|(@
zf97geC@GG>&sl$RzqaN&nz+^zsud$3d_(wV8fjx)ktQQra>WMX9+B@xKSt9j@*q;7
zCbpmdE@Mxl;W>x784IQ7vpixn?PMHbsL;0IE`4XKqRHMWz@;>sK#tke@ByGLZ)ixr
z5@k>N`8?1oj!U|uG5`J5haf#7B|`IgsORkRHZYF!I`k%V?#ijdBdV@reN<+C65+Wz
zT7$4mFGtVt`M{>>FB00dvvPDwt<+$;k_qTeO=Li1&?W;aopP&=+Z-W~*R_vK?>LW<
zG&2*G|L<D>Ng45-#UR^V;vab$W5Mp`pKIA33<!Uo$pgI)GvwN{S?w#p5J{O_?MtX`
z;!x1}mWHqZXa<0iG>8%#j^&}ygNe)A-d=zT^tP+?28ZJdgK%Oj(09hgVwe8`k_isx
zGr9;V>GQDra~9}#w>c@Jx;r${zVkUr#tK7Olh>QC=1t`8k0!Boxk*Cb9$>z#bLQwe
zLlr@ecn-1QzI%3ib9Ro%q>}}94IWToxhOe))#1MpljrXTkuL$o=_kHfV*!u)(VNG>
zk&PI|Vkl|F6{Ivscqii^!-kZ9i5#;8%eo&oB@Mk|!CQ&Xnh?Z&WoJQiLS!NFWyVAt
zolS{ZStox`h<GrtWHC-a%RfZky6#?jX7sMOghMrp$W1DOh;NLd-3Q$(-udOAhfR%f
z$FB`%#QyQ=d`+}Ifnkg8Yz^nX*;*}5D8JL}%8v^15R%t2(spiOB^IOe&H}QMwZ8%;
z!*0&%H76IRFjOi<v8Y!^7&hi$WS->ySDXZ~jdJy}>MqQMYY!3P4Y@SpNPPQuoanB^
zUx{&;z6$>b`gIHfX4Ygk)o;62ti?&59_`smeXpJfCOOLAr}8Y^0tG9+SzN0xUUAPC
zTnBfxagt-zb|psD1eo;)AL5<-Gye1+XzMW6)r{e#`u2aI7=O9o2hm2SlDf;m-d}=9
zX#zU*U<sbfy>T+81E6D7?~)63sOd*d;xu6GwclR3e-SEC7O6cA_MUhPaP+)?LLxwR
zIw9Fox~suN1aygz>ehJ|kCq2G-Z-cZQ|_JJlMoG6=lv58RtN`=njSq6|5;*3G~~$3
zdroO#)Pc^MHJ=C5%7;LXO?RU80jv*Me&1r>V?B-oFk}CRh5!G*Vwz9ON6SM5epHRa
zWDWP;zvV>tQVOHS{kmL(aD%U#Y5;)S7ck_QLTZPPIE8t3t|!df`|f3mg{<<IB^VC6
z-7mA<vgE@N2C`a+Hq^$A$Xa1=_XyD)^1SsrP?CRxDrMq;c<8f{SyVifNWV*u#@FvH
z4C(AX(Y9n?=G!<e{g5&6%aA7apd%FqfX7tw#+AwIv37Qqa235gAy_{}@OaVt*~s}I
z*}Sm^Rtq1mF7b$r#WZYq<e$-<<G5}DIdo{I9{F%IlE^E1cm3FqN-byKgZKN*!J*@K
zB5<rF7g|=beVWk~AV|lVITD(Ih63@b))s(*wB`<Ki5Pl{OWlf<F|h?d9hR~>jN#RX
z<}e%5_u;xt|89NTzm?+<HeFnVFg)B-(ZV%noxW=Sgei{+0oSFaqG4}YGPmzMI4E^~
zJh`sytSUN&I-vJS?jQfKEWc(;Q)V5jDL1hmfKX_#vgOIDALtDJ)}u?~)M>WmGzX9U
z(Aj8#6*F-al|oB)rmLRWy&#fJ;o$Th_2eCw9@~);>u>q|WPnoP9fvgtlp;?7gW#d?
zej+PI;IT1U<6!#9q$CW7VZyeUsaYj<@4)rE>OZUO=P{jO<$rz3pVN#ADUm$uOPAZ7
z{CvISDqCWKd<l_bD|P4bHOLhN0+tt+^|g)%G_Nz?#JqV^&Q)FNct(#H8cLss)uKV}
zb`@hacgh6zpT~i)<OX$Pe$efAnJl?)A%EUa@BmSttK6@xhpzl_n7I%dC96*6+3p{(
zEL=froMz&1zL1iM3LwK}ZM=CW-Z+Z1P~dUeJiDCjx9$I+Wo1i3B6G^O>%CajEU{6L
z`CT52ZNv~d7-m$R_lAugZ_dpd3Jw(Os<Hsc7~;}rdREs**XQuu=R>aSP~H!mweg}j
z`T*~pj6pHMx7I(S6?b#)ID>U`^z!g=_zuIx2xs`eH49s>2h9CZ6<Tc9(}mhR=H655
z5>ng06q#u0O3$S^pE9Mfs@7(uV<v97^oO@AfQcJ!f|6~X!pX@I0PQZkKoPF!4-CZx
zT*S5(uKu$duy!(;3WAxTT+yCw;!oqHGS|xwQ@GhoAltcAcWjjhB4gh>+uJtwDLfzi
zmwWZZsIL_Tmo43FNCSgsf2O(3j*1CYWMMN|N5*FG(W;l?mJJ}=GI>FtHT;S+!I2)6
zWJnyMqJmm-eU3rB;_8y>(pS3l@@<*;xS}N-WB|Mqr7C@*l96s10pob$kM{b7JMOIg
zMCxTTb?b>}=jTDV<Z*+keI~PG#SBbG*%*j+4eITnrPht2br{&E{~xa2GN{e&i`xxW
z+$m68f);mo4IbR3NP*(6#a)BDJH;JJakpZjxVsmMmgi0X?>Xng`EU=zB*T!*eec<O
zt>3yXLbmN>*Uc$CJ6>z+gQ<W|KUd0;BR)ZHb;lGl@er#!6+z5abkvbwKTb=@H7%de
zW_Wb6<2VP>hJ<Repq-1ZXe+4s>O9$ulb?J6cm)3<<!Tm)ZQWUo{^RYR&fjoyM1;`G
zI(D<&0)dE7%q8vCZr*OyPa4-zH+lq5({SxL8r;Kn{Ze5m?fG-sp}B@JT1n^yrnxE@
zC<ulbccO1?kpQGHTv)UcBUuE8y%SlASop$iJQ(BoPQA=-d2{r)*k6j}W#Xd(c2e7u
zUCUz;L@P=|k%+9#k!Lk$91JX(`DT0j0Mc)XDi_OS=s`Y_VHTH4jqRb7vpZN(E`%Q*
zh-0x{@BXEV;&IUs@>RSJpc<t>Tu)+A*F=YUglvW~eyEwAc-kMa(2cUFIf=zn(W#y9
zKY>bzf+$c^(j317SOrav=l@$dX+k4B@665Of~P+qY}q~(2bISAwBH_~;wNGCY!Vkr
z@FQd*82*MX$hJ!tCTEiS3*l(=V=1_`)(42mLm4rn=i=Aoz8(}E-;g$uW+n*!U5AaW
z;du8GC&QLxT>83gZ#ywjU)Kl%*9X^!p(GiI>eooGbbVJ@6O`PbfZ?89uF%$}AsS1Z
zPNlZ<YuNmepaIH1v>U8?2)n4C&_yE?=D^&PxMD-$ve|w9hTEb8IPgj+-HMW$CN1No
zkg6JI0`M>J)nmHeI|uUn#?PBf&KR^P84q!uzC_&3?h2r&bb4fWOXQYJ<7iLWDD?xx
z;H^HJ{ib&+Ge%*UA|tv}zid;9#i*kh(e%*_$dFXknIIYKwLur-R5`Y!Lvaj|4ZxT<
z$0A-{@|?+XNoHp4Ng4?x5K?BHwHDpVDeZgH;RCL>t1tx>g4CeYY3gz-K*BCts(o>D
zlKaM8^a7EXUHMFQX9_(Lcp0<^Gg)LDIgJ;&<we33L_hgdJ%1Zh6V3-D6OGMs7H_zS
z3Do9>YwU2Pg#W|?3-j@!sm8Bb*{anjb@0u|*h)?f!<dS#tTNv~bh0uTbTSY{ufT2@
z)nyX+?bbJ%RoAd7x#tYAUjJPQ1UlUhZPy5qX@%G|J~w~#=*C6O$JOE5f55V{6^!+(
z6jFfZ-aM+R2k!&;El(ruma289v$Jc*hU2=l&$4d~*G&&|uT(`!gh0Ve@(F4DZe+*r
zCTngnyZcx!kkSgHrw{`zFh(n0X&H!$>OBVtT*f3D1(E<l@G^iXk%F~|o&AOIiu3@0
zBJdc1r`VJ<zl$IPF@wtz0ZiqS>5PZXGbv~*pXg65;gHoZN)cF1(sF)%u$BHk8Y(6O
zo}4L9NA~Vm3>|~BcQn{M{&g)zuscJmbs{1<ur3)#AEV9EIX-Z01n!ySvOQ2_%4D*w
zNanRq;j<VY&oZ|PqN8>ZK_}cfO_3k+7f*D)H_*4%5e(Jc;U)~VD2<bnN%;BUH?2rd
z|9nk{ItA65@K^NswQlX{VRhcKJr}*;NGofhhBBSzYE752UK0|7!@mxbAsCk5S)2dR
z(_%L}vwEQASLc(2^J{zXqXo96u0rGgZftBHb_BX~tE4ynf>!|OwVr=Dzadz)!CL$N
z9r^dex!Xyp(Wn6q1XAv-nbpT?{S_O2y;xfv4}zws!P1xK`;~ujB)(fRD6xKQe9>`g
z^QT~6?2%QKun=r~#y(adNFF8OP16xwLtChgh4fqAbHPzvBV?qEQETCy@o|+FH(;Mx
zxz!r8k~*sUsoN?eGAV>GuBi44af<bc7u1Q7v&+?vNlM{zXVI3yMkcis@L)E5C7cd5
zyK$(|FC@!+Ef@deWAce}@}qt0r-t%)Dr4G!=~-d)wa7pt22pdamWBtx#(S3oLaRyF
zDS3u={(uW24Uk-Ypm|Spi%~_9!Qwk91+n_}-|eDfOAg~A<LzwzqfI=9YBdw=6K{g1
z->9`^f(*0Frq9-gzhC7R4IIu;QzLc*HVp6gMZ%kj0}+IZ6j9TSFC6{@2s=P0o3BTa
zrgDCvLQpM|6fvH~54;+W0jn<Es`=z$8L`SnCJT<Q<xjutt{>&KXpnvOfNoGRin$hL
z{4i@3qvn+~#!7q}MBYKiO{s%B?>jXVKT)mA$(C|dHIIOuhLsNLhwlXn$31j?T)|Qq
zOj%KM3`u02jhDZ>H-)*JyZo8K;IJSG3kj_A*8=cpPSja^<EqV~ONs3K9zWvk&Q894
zidmc9XY9&%=h2fHIIN;jJ_HlRV3*R_X495Sls~CNe7fk%+W!G+M9k^a;AkAtV+qE&
z=?kePrDDp!)hS;lxSHToIA>RCzv2{D_aEP2Fc+&>Q%3K!tfalSOhX#0DXWG=&mVz|
z=Sx{XqBZ|Az^Qx^9$n`Szk#Cf`t!!ZJ@~^Wyjzqh6SQDQO11PtRH*|Ml+5r_F-wH9
z60aBP7yA+K(3KIUJ~C}yH-U_m3lE!jP}QmOmzGwx5)AbzZsiQVJX@pIxG}E9F+(M=
z29&&JrQ*vrho5KEe}E}IV_$E~@}CIMZO->(o`H<$PU4tRyc|my5dEk^hSL@{{l>;`
z{W|qQUoZV-xuXV>Q13lX-tpst_JdYa2kqJwt(2m<Ltb>v?l$Kh?Fsry$KDIHkrBmg
z+ZpY!@;rVg$WCF_v0}x$)hTjoI0-R7pNkn*L%pz?RDY~Y-S)1{vda#Z*5@(@1&L;&
zfl|X09$aJ?3DHmuL+iGT0!nYp1+tG6@{`I`HK;21{kR5`$~e0j!wDM#hWx|-1WU7H
z?FBLvRiManaoR5N+**av8)d!U;hl$_(%e&kYUio-yW@FD+NpjY?|B^1Rszxz&zHP}
zmozHW?93$D(uq1-T&6l%G2QaQ{fOrPUiB_WvvlrWWg?<NnNxg=W{$tt&*`bw&LrM*
zT(;mCAX#^$cwWK*09jGa>2#`T%4Jd?4+N>k5LK+dJ~+BLJraB)ua#Jg(Sq5fK#-Q)
zYN>t@q^Kz*i0Y0%?gEQH+PsWDy~qmHX+xO~{Kq}Wo$`+YrE!9eXov+&MK{{8!)z<M
zng#qd=1Q3VEW4<n<1E4=s>nv7u*>4#t5j8#5YG!ZAZ)qbvk=($jHblTU0-iX{KZMz
zpFSq3vxC*LE6b)Qnp-Ds$Uco5!qr=7gX$-U?I2ed(iGwJNmq?8&lir9PgH9DL_J_$
z;p}sg<k+KKiE~^Z4R`PrMZX`$k^uFoG?qjC?bDzH!^Hk=wBDq*jCa%|hw`h_It0aA
zu3eNx{`=?z2@K-qdnkIX(JhFh@+~dugW6Xx>}5&nyOXEe$3YYed01drNb*w9W8#w*
zhfrjg`IsLp+#nqhxdufX2yXrE5%I?+bL;M}j|U8Ak#~d{D0WXFIrV(JrDqg<b`=RD
zM9l04Y#yM6lG?WLF;J094_P5wJ67Bw93a_Z0Z4J{$-<xBn35#X0Ce$PxAzm99O?$v
zq76>)YLpfVR6)oMAyH!buaEM3|3+OHHB#;5yKfILsA7r#4RHT8tD`LHI9mGqx`-n^
zfi=W$dVs<Am+Bj)rwqd6plba;-Vz}f%KxxSu-qgp<d~DpGW|3Fql;FY?A*ZqJK>pK
zEg$x8y&Q;k7tQ)_pLVWRfuVCDkR$s^6&Z@|MIU~ljkQ6utx3lywv;)8zT1FSG4@Mu
z-xeF2_C(cu{xBsz-HxRm-<LRoE8-M4s#xb`*O^UbULuCT-k|#{HWWGuWTb+cmx#!x
zp)5EdduaZDfV!W}X1RjmxQux`AGE@HKW$|3#t$_}HZE{tKmo0VNo>k2@rZqZgRKDu
zmL3t7MsFP?{n*8FZ2@=#rRn^3ys{uvLD(RpT(p|^ZHq@7cjU=+r(y<;0mcAa4%lca
zv*@wT7(&{W`e0~szsIShMw6i2<!j5B!VH!IrxwEdRN0y7wBnrVcY0y~5Xj^9w7ivr
zSCyx=8cLY6P4|S6SR-8sJE<Vc*q_2@+@^R8-1cz1*A1|-=n0+Yegd~@yYh8)YtE`T
zR^7zP&C<hyzr{rVWFo0dF;Ba5MRbM1jhP#5C(@We$rA6^lOQA3nvWF(k-!E)qcV~F
zo0wr2<|(jkmIg;9!bUnON_u(|IO#*?sUi??$T?e2+wkaDLTelGTjW*Ds5_lsOc~vN
zFcOp9jKwJst!NXt-u7LPN2=NL0B;C{%xUIy+54kD*VqF2%qRqqm8XnQi?u)YFH{<m
z0g&@-%!dVkFu|sBfj#w4gM}f(9F`uJkIehLakw;VvrqPu6$Jtb=p0;dXaAt<h{1jT
zwy^R2=W(xzk^gQt7OODSynx)m{Uvlm^&!)*;<eHNf`)rf!%=cr=ajhwt#c>|fy`7a
ziii=nH%FCgHW5QZ<Uw;Gubl=r9|+k{gfZK0gdfEX;Tzl^bIZMLMGpt5Afsh(NWJQ}
zgIW=8(6qsG9}cH5c|7K)F9*5tyyp9db6~g6^UrxSynDkOIV)e*?;o~ydBUQ(a)O9G
zdb26TlR3g!W*mN~9qrtPAfuahYwpda&1PFFCULkLCB_PK<6{a+^R9grMX?_W3L#6<
zb0~c7cDvm~BU45}^!AcBs5A@G8#))nb|>guYy7e(iP%oFxrfJ?^iJ2=|EsBhJB~K?
zu1N3gw*`x|mfGm|n(9GDRF!OcY}$|XNDN@TgY^+lU4khMl$!Dk4$*Q24XL2sO3gA5
z{XuH5AIhR@?v$xv`d@Jc<+4eH-tS^I1GFAJ$ldEr$fH*+`5JpxbIFF`y9hMpN*?@|
zr|Mx`wf)QRirpMQ;~-9{`pDAC!=(J-_?Y+k;9U3|9BI-9Nrfl5%p-Z$$<NI+ZPjVr
zsK0T&CJ1gXhbIWoP&?nvF8|+9=IvQujg#6D>Sa522Fom|X=NX5HBV1fQ(%8-wbE{N
zE`*~%{MAE?&nI&NV#*As?t4`P>+wzxKfT3$`c%HFIDWaL0Gii7RCHHf^lD<<2i`IH
zar0OWTYoTQp_)oRC4bUJ0TElzF{wgSV(Da#`y4Ych7xG&)8<KBIp11bUzUSp=cUO_
z*H^dF>pYhUBD#$``NN-V-AJcq$P07RJl|Pn#bBj@bbK5y-)SGJ>IeagS9vU|z3p-2
ztTgwlK^|~YS|b)p^ya8kUk93u8gQxmZm*i6giy&MjV)WffSpR`tPTb*Irq?!u|nh9
z*1A=Ho><LN)uiH>EPP<)XL?{^>y`76hoZ<v<{;pj@M!$cYvepjv6$HUlB4He(kK6I
zamnlUQB#2osvler(4*JqK?367`8N*LuCv`7#Q*Ccf}JxZaS;$Iy<vJvxcOICF>}~s
zfdfEv|2ID;sl|oyI4Yj*kJ1EtHkh2#Gf$6UJ&T57*h2$QRYY-V&!sUAeJ1yPUWN_G
z4=Ve8%BB36DXK(}x4OYg_lo)50XO-2c{J<ja`i@pH<DE^$Nq}qFSfu(%pE|Yr%nNt
z+ukrLA+o0v!~JoF`pf$7qhlT_fXN>WRHRX1zC6SHIi%19m@UDFpv5S6e`T%SDe^rt
zT!DA1q%2>XFVlX=nFcTqC&+JtZ3^D!>N2MG;FZ*G>&Ss0_a_G$f;^RKcFLL>pi}9C
z>pGWUIO+S(t3>wNGr_a6p3zi34=i!R3+6n4f{o&Qeas>aK$F47LG>HM)?_tv`SPN2
zWp1%9M+kX$l@cPAp$rf}s^fad$Hp+^=Q9waX_-{JfF7dL#zHJy21xHtBS!%#EG0c0
z+((%$9tQlXa_Payu>!&=seUOH#6Tw{+DCs1y$`{&70r$zXGVQBAjrUwBz+9ssWn!A
z{k}`|WhYwJpLcN5nS0wCloj8su9<%8O#{W~@^*@xM}-rhz)PZ(E3Ck@rr4&64}OvA
z@ayvkje`G>1cPSDvpW^6<xiS5j5dqr($%Fjv`LEVub#j1yuJLW?QDa+Lr?eX>4ENl
z03svJ*v!Pg=EkrcZ<^_=v5PAI{f%GCH{_PQBJTeHqn_<|u%a{!s7}P(Nz9tmU~scl
z?`cYq1ZzGzQqX?%dQC>e*-j(xr9oSZ|4<<C!(?cMdI#~$>5vx|2F_3FWMg+SH1eHC
z6Dw>@414*sUJ?RiBqfa4*JUl3Tl#Yo(%|MDyye(~pZp_L5d{H2ZPq9-P6xZ){zt<4
zw-EoktfOGJ8tg*bX@<Q~tWKOjDq_7orQf{`1_|X8qj_hB&EJ-fJh$@LZ;6}KFoyfB
zy94909IjT>FLKtzxsezMP-HEfUwwMsQt&ii{N30dU)U%^8jbJDCgL-b{aA&Ekf3(w
z%s#8;uYybU-sm&G)0E)|yN3F*?lfMNrD~Nv%e++@+>#OkjUia85YT;sWHEmnJi&YY
z!HVQoJM=4?pUfaPvdSL-o|**UkktNHn3Fphf-X03U9N~=esQz`vS5Rw$CbX3jSj)m
z<Oo5b(toBSL>OEl2nDxjj)BxCYHD)w&1sFkm(YD=abRNVq@!UrL2ADIVS+YY`svKD
z_h(vHJ3Q|`F$}Ru43Qbvs!joB;Gdd+Kjh6r@_(9V#egM&k?W4BB1F>E@$SPq_0p`=
zu9l%*b7l6QI>FL*DIbia6B_JHmUSqZ9jQ62rHI~k3pn`n3<k=X_{75jIMR&r{6pRa
z#Pvw@g=1-%`4hRGj{E5!DSOmOIJJipk|~Y;1DsH7_M{c(h~JYM3INfq_<wYSFO=`T
ziVxm)Qw!yTLKF#7D?vvBB&>`b8mw<OvFoSGwkz!|Bwb~Q<}H<_>5-@f0(5SR=*>#l
ztRKEe9|G4q8jt!ua%vz#{3bM96&E`@w+a}YC9q4#1>=2&A}}3&?jfOC`&0m)mV@$7
zf=7Y(blMIM?lbdE<sOoqYM-0HAtlaX@1&4gq`>cjWOc~G1WG#_Sqv3?VJ<)4CtE_j
z=-i{q0;`v)(@cD47SZVgzuOiz?ay0mFh2r-#0eb<F%*XexxJ2=C9+hMX#xgFmZFw)
z2)>C%lOSAu7QSOW(~Hk4kgl;4OvJ^{AYI$|IgTfZg&Oec|MlbGEmlM9(ZCLYI*j3L
zYQlcD0Vg4(_k3@S6XeQ2Cok6VP#gx+Gf(&L`)>W_2w!P{dOf~;tLxRE*B0h}{eHa?
z_VRrFQz|uO%46TBIdn=ILa^L?dicl1-f&h*P$o%|06^rhl{ZM*ZtAawh@(RLV~r9x
zkIvDY!T;uxG}tI~PVZ_nx5x$xerExnXe9vnWj*PsPBZ%$G&f94RR@*pdJUVUeym#y
zaY-Yj{iRTQeq0j`g4a^0$ZcZN;FX;_B~%_@PZLb*y<~tt$D2?}0uw|B-La)1p+lx5
ze<yMT5g=@2CX{+7xU_Ds>zYPX8%1B~%0wtA5BTY${4A}T0XXjF@xepm*vt4GqF!2O
zRmJJ@(j;fQ-Y7X;kf$A9W&0L8B7AE(!OqW1@XbJAd4g-S>xqPDNb2RWs>*~>k1N``
z*bj_KZPoyu3EM&ld=_{)=b>y0E3LFSoKD8g;^x?&o2Ymg7@hh%Y#ObsGHfPY|K)bp
z+YTX;B*`n*<58CIBNeE&LRO}mAp9Me*NXa6PdL^mr4CjcXlDa7*5wByS@W{M$8_ES
z`3`ygc+nl7OaLlcd&;ZR^}{Mq(d(u?%t=JLZ)xSLt#%}xwtKq<glut40^w0Yv>E}A
z;DfSW`78;r=WvLV5UfD0Xm5nGJLR|fj<DMr5tsYHs}{@rd%YP~JlFLT6IB>y`w==`
zBTVM^zx9iNF@AP-+Z;@GNAi5%qkxBO(w$HsKADySk9FtTtGU!+j2{tvzX?+@=M=-1
zw|~9b<noN!dI%j!<eYJ_OQ8c_%#A>6j>?7KEr~k}>_wHy5JDG1ERNSn(Uqst<u9fd
z=kyuJqv0Ci-wZFV%)iYm?853A$HN<(@>k}GTzIV88!ss8zI<abMYLf9sF8I&6`LuN
zZggV$JK4)v;#MvMz=Ffw7b5beSe|W_HU0RlIiDRRHhkXldn`(M_Rmh0*VnGjXkt*b
z--&(q{T&vQBpCwBvD4t<gf%cgp?ffEY+aKI%yIQ_E&P1+PGbyxbM<l)Yl~41q#ES<
z<ETObT$&?Rzb!I5sK*pKgJJcx<8_fks?l@#;*b}528T$<A%*gjQIh}q@lk}2ZC+zZ
zyB1WQ!sR~jC5&!t5zl0tToK^t6tJ8a1{{~D8ac(MQU8#}gpRuMV6B1$Q)Wr0SiHwk
z_)x<ewngoD_HeN2G5&e6#Y4MUrdl7Lp&pFGlH3Wd1wg&xn_?rY80Wg;e7&V4G*m=7
zqX9{HLzRM=Mj2A?Y?K^PzH1I?5#R+L1%m;SpVV7Yl`uXGeBD$QKGYQa*&i?D|La~8
zV>Rn6x5;>UDnA-7M0z9Wv(YWZ76rxIfvvr4Z(HZS!=T<`0_U)UcCMnD3j5_FD^Hg@
z0FbK=9}I|;BId+WwdziJl$OiV)(|T<&(Yx3v}Qgv7zgKeuODL#!oDiV;b=gde5&x)
zx9Rgu_A~GQwY*68b5`VnOnyH4c~`@917fgwE$NKot#1#}F=Q+4a(~UkfgWVL+Nxm!
z`A^AEc1OEL421(!JQhs<9vHd$_H{2Ll#tfwWk@aeJ}Df;<|skfcz-&#UnAk4a0P`P
zzZQ)jJ@FP*DIg7={7B4TQ`bo!k_%0{;NQCn7s4tzySpzH=aLq5N}Qlg&j6nG!?q3+
z+gho-D?L>L#TAnS2avALmT|@0C!JD7&~jmxLRM0-<?d-}h%PI$Ch)i|VQ%oe2aDme
z#rlpky5f?ZBY$8?sH+tpdT+_PH1SU_!9KgD9p@#N%osg8D&L8E3|p6omfUsNQeS*9
zDi`8}Zn5Kty(`91Ba4l><JS0Lk1B^-B-=np`2<{6-HlVDl}*CQK`o`b$uP;C_EJUd
z22u}f3&`#r$)9Lg&1P{+a6x>L-gO@@&&{PsC<R}Skg69c3VtllpmEybyw_AQNM@_Y
zk>y1KE6*$-f)1!bPohIxpYzEFm@Kca;O8c@V+5HYHcH&K4ddDhS)2^bnZ;e%O%TNb
zfihD+aGHRw%Ews}d88McKhfcP?klbAq~n7&b*@l8Fq2(aL>}iyyexqvedP)O*-j8x
zLV>ymdct7kYj&5{(5Oc-?cnt+@=N<f8?!<|Fvs2w>?c9c=>4o$t(QxV7Efsqf!X1@
zqp^6VI}E16f}YngH0GtO^0)}A!Ees*G4<xOSK~Mffa0jv7M-t3pS7!bM^6{)>;QUX
z6Yd2C_x}OHuIHJqh3qhB(b6J!?o7K&OYqe3m1q<!6{P46L3ER7s0tS8(p9n`;7;Rz
z0Gmgz_Y+K`4Nux!h@FcUd?5PL$^3#%T9!o>fXZc+>bG1|wHTAWAGVaZ*MtnT7=MC|
z6K~$3VYFyjEaF+|?o=jcp&8g!9WKobSt6#R8PLrjhE=Laq$ey~={9|}dz=2=<E(=H
z-kD7}Qmvv^&Gx~^1B`MpANFT{j?nMRn5Gg6SV4JxzPU;Q|JG@~py-F<W;Ev~$~I3=
z`d;`}8=>^gKJNG69Fr%vX@fdjKZ<Si*!DblrS<v1_I5wq6UwHIhGLFPWlhFik`dlV
z49(+~&f0Yh%r6n0-^Nfrpdk6r{W<u9yKQhzU-ACWS7xVoE?nHql7rGa+T8eT<|uUo
zOX+#8>9sN3OyQzZic^H@$BF6wJ_ANp=PCHfp?=bR*6MZceKE?OQuK>v0@bRXFZr}9
z#p?MoO}f(RKwU-h69_)bWES^xz+SW#*tv6{$%6wA2uaI|QnjMx(vk|c!cSYVo?`Dv
z%nAJIY{b1<n=2nq@0|Na+n2$sb+4!u{riO^q}3{m-VVUU3@4eR+@hRX<)%&;URqcs
z()^RMEPo-0!_XPJwnh^#@lktdiQ%(3@uPiUY(n*)u0mT%UGymSPf;wND)CH=ThH?c
zeH^|Jmo;-PorJ0_a=#KbXInnMavMl1HSwM}is;W^BY5~HgXk6&FL3azrU8>+1*(u=
zdXXe|4AwMEi{^(#irJ}^L1B}GuHzUKt0xVPDx}yg^)~DFf4=S+h>`D}v*XGm-H@Gz
zIj0MnL@U!P>6nKv&Q#E=*Co>_V3bb2M}22m8dsy-8$OuJlf7R`S59Mgfg>@6Wrg6{
z7qX`mdwFv{oz}wG6iybvym&**;s9re8eM+<>|yKluCoahvqo`y;hXYc)uMg&cF)5q
zdA^~>qi5(D$C51b^g1i`@HanWM1+p(i$j4HcoeQqUN$%(x4`3#%mY8tW6b{mO26Yr
zk+)Byf8!<7$%y}P_v0qo%7N!Opa|&?$g6gpPn`gE1YSmF9rae2sFCL&{s~Y~VqpS9
zs^U-qfZ<lp#<fYMVa~r*WwNEbeI2m??@_Ym{14t=1OieYk`#iofcS$7A@VLa(MJ5?
zfAb+#R<4SCXqTrB?a6E?&7)uYI#g9?=&CJCOQ|D*jBLkyW-dMBCn6D2<lq;BlHi&J
z=Dq;<q4n{*23@HNN_2`;d4PtcdWY|%QQIpQjZq`L2zgx&wI<8)7EgXK>5w#%YN#ZY
zLgE)o7S}!cUkrtlr3%WWVL^Fv=}rr3x%Mj&ENDx4P8kyKOZ4kDkiVA@#qH662qplL
z^!skz=$}~^JrWe-T@+FYi+J!%euZ|w*{u8TX0qmK;%s010%mds0B5`?0+9@Q>00`~
z1mjq^b`b3qpsPS7hB~4^j@L*cV+<xeW0+F_7TQUF!4YkW8L|0}#cCR+Yj(R=B(bJ)
z6VLQs`km-1dB>qJB-KIdaY=ws41Cmdn%pwy$hbtNHs5|a_Fe;B5Al|9$t1->N1b~D
z=O5!Cyrasx#OPD!+VQ4t42x(5tuoS&G#N@P)lY^JuA|~B0r|WUAJM^?9xRRsM3NWI
z97j!=!{%{TJySXqvHgOSj)SqQ`L*-aQ0Xe2(i;-q8G>qrv4zT~UBU3vK>pofEgj`-
zYv7?ld~5_WFbB7z6K;B(dT;1$KAFu1AFVXWT5D&XezB!6Nhhn7%j!@QzN}oPQ@Te>
z4?W00XqkFQlYU0SU}8Nh=GgdQg&U7l>0OKS8+{$`N}lpwX7uM|)$osCF#WX7QP+a{
zyM)pl!~@(7u_z8+4&&ldCN2^Vy$Ed@19Yr?l_soE@=?e(dCL%A@3e~#<Xo0(5)}(s
znh%le_YAvL&8@lh=K8nJqst!bu>cX?J8JWO;7h^gMdJZQsj-Y=p2NG}lLa0ZBDIKj
zX&zcBh!eKIE!j<WV+CBv#K5odEq*BLwgUC7>DfjW5h`CoB*0mMSFg&`In@e>2*D(J
z3MA-*#VE*}zkg2~iL?#ua*0^pWFb(0^sel4R@S4p#@5OfjA5RpG3UmiyvB&RD!+tC
zrSeemmgo#QV`!o?T=AS5g(%2s1z9Ul=?N;JN&g2JK@PQ7K{skengl1cWT3$iYrhdq
zR!1h~hrPq8Kn%EsOno#?djS3&oeT#p0-l?w5H9Ymo%({NUo}pgzoHHit?*QX9&k&K
z9ORj78p*bPf3_tXHB5|i|8Tlf>t5J&{ajW?ZLO!A`pt1hPJ<Oh3;q>tLl<XW<E@LA
zlI_3&`;@BMAjdhlzomkHrX5$VtI6CWqrs0ZFjAxJ_vKl|z0_|eFp!a5daIIwR$6Hj
zq!dOp+Lwf>UkU_l#Al()bm}48<Q_NMU>wZE5?n@r!{q^9>(<82iM?+NuleAmn8`7d
zd1x)UU>X6=HpKI{Sg(2*Ze>UYDh-W7M>6fvGE9Yo${-1cXh&7p5-%yjdwZ7X3M-ds
zhj8O$t79uU{Eqk&5J))z3_+95<$|3v{UXj5(%z7jf-y;8XG)x%maj%bG!mr9n4Txl
zk+-0aPAK1Jv2-4fMmuG|l5=<M-->8P3nsTJPUc~)4hp}1nb6ExF7E3V)FnwoK}Fii
zqo+Z$!l;gpy=xIP8r}+LAs=_jjBXebi;BZa3hdBHy_Qj*SJe1Vk%Oa)y(@Hfqb`YW
zrTXn`Pyr3>funLbHQGI}aG?%E<Wo+b?!S_dl(vOzcD<?VY}#^;MnP-5z33&esNg9}
z5~;uXolLHCxJq8ekBRiK-YtsYEpzrwc}cWBT3x2DP=%e07gk$)$=>qglfQNc5rqvK
zOW1eocedrU9eMj&Rwk!0YtTUeh!7>fyMv3H7QNEqs&AD9ck|Y&xrJJI$(BKbLa9@*
z%zhaT>vWt)E>UFFwKFq)ve=K0;Z@Y&li$E_dIjp-92;5=YXuwM&i>A$LVc0}Gg};Q
zw^u=kj~NFR-b9vmN3|A_)mX_Cn-M{E`9!l32$5-Qs*j+ia6BCkMqYS_YW7Pu6dle!
z=-sk|`K|>Qv->bTtiNx~Y8noIskma_wmc`6nBc;gDa#8#L5Gab5Hw+s@I5CIBr%uH
z0Fj-c{HDnPxVofe6SL`HnP0~8=Vqv9Q(}#Gp<{*DrH`>-SSCW#(M_Z3evc=CuD1w;
zM=<)8$WoKXS8jJSlUbEQk5|SjJ1(+v{2}u*0y>Y7@9(saZdFU;%P((Ewc2i%^W3~e
z#mLc%_a9iWeLSrNDYkuX@VRa07{}B}AkSM)6^5@DWUBhHCp~gaEYr?^eI3p=2(|6Y
zf9|a#8`a{&4w8)CV>h$g#U>>KAMle<*e7*<938;2;-3&H^&C@NE)eQ1OJOyrY6IEd
zsMQK$BCs5tIsgL+*3paR#J7SE#h-MVgf8Q;NTb1tMAo|#O570rp7A}dER1d{%Zh|<
zQjO)C;y?BCk0P8uRhorUM?bi|c2cM(=}vhS!^(9dw%1~x|M&OhdDdZbAmgOnmp-R6
z*T>Y=gsy*<ver(ZCH?Y8IM`G|XZ>)Jd4GKmFh3$Y1#UR_8LBpf^C6<!IeEV63T4dW
zN=Di1eF<c{I(9(vY%PCS7L;*@ZYPDH2HJRu^@R2z$KSO>ha(Fw8?9Alj&eHrp#e@U
zBJVJNh#UH~&t-ljlJmKKTs8AaoeCe>8$Eg!mT8bgit5PB!^1)O(YyT6Cuo1*1mEAQ
z-ViakRiCxui=|B9dUTZtVc$6mETBXog_;DyY+HB$gf-&;*WjSF<OkRA5OmQ5b)Tcb
zHS@fA9IQfEj+&r`i}{o(c07;Ecq63y$8$dt+jDwAiJ;0*8Y9ztt`wd?yiU8ZCh?X+
zNyHN~Ft!}$H_8909b==PUZFA>aXY+CVOb*vIt`PuASt<`C}uV5k_vam>h;zt;mC%r
z;B1gKos6+7{d<~cvPdq{Vvt<iay;T8UDQG0U&BDp6Yq94ZB5W&cClqeH=Xf-er{Qe
zN^9$IOUz~RQ)%oJS=UvX+4UC*z7IBK2iD9TCQW*?s-4<QNUi4?E)zChMORzqv&L0r
z1<Hll(fC%3z2Fu`B!DBhjY)kUti`rFyk}pst9T6e9-Pce-F+;Y4GS7;AQDu0vGgMh
za6=k%`MyyjnF$}JfrAj<H8SwD3cry}>Gyzd3Pl&bW<WB{$C9_m{d8GrX13Q8zAgH$
z;tAEhQS{$nG+Ry*Oz4w8OFzbPh^Bl{arUcHY-^8q?GF98pT-RN($ylq(~{M{I?SvA
z>qXC?!%MU%c#Cwu*`X^OZFrRT6WUc)AE%|)<-3RMBXAjnXl?y6v{XNZShVL1r)eN!
zpTsdDb|NUyaHW40H}nx6ka%%GBry3svM~m`J<D(;(MDb)USKiv|EK=KoE{qR6*~m>
z8xy?HqsRYbAdIkgMhkIR-#d^(<A9u>>>uCM@bM7Dt|3;ic0e>2SeNTdA5IeaxZfQ>
zkU;{DK>_wDiOuV(E>O@aD!@7og}WB(1WKPQNY0M?nxi%vW1hSna2cr<mEA#z55ZK2
zntah-%>aLk4NPDzO^k9GjxdjBb9sZRN29@FIc61;n={~hm|L6;jzIjE@xo*}WMCK`
z3g}%mANfJ`;qoinIBrycm*SZ1+~SLHy7ax_)QiyMhz^CL6(bBPZ&YQ_>8i+3)17DD
z2S9ND-PW*_j(L*R)B4v!IEb%pdHw9#{&kOeq#_)FgK6R^(_0Wa)+mN+eEIU%XQ;{p
z9S<G-wp%R0$=)=Dv|lpEDziOm@w&&VBGG53KLeJpJIQ!AFcM#e5nR5BBX#}oS2FlN
zz+nOA*?)iru-7KauD1Ay)_(xwt(*4`*iAnUM{UHTJjMTtV|C{LzdZ=Ge?188i8_<K
z@9sTD^^|vMPH%Nu1^)qRo1bMkCv}Ha7a*JSo<S(RYpWx#H;)Oe*ErdD$cf?x-u|#L
z1EdCgex@=&?+73@zF>5zrwBHAkXw2W4FSODk|AjSYh}TjR{#H>3br(#t}g#o%<wQq
z<Rg0iy>5g9$RRyOOmZ8$%|9=tp$OVfZ+7x~zMoD8e*d#@hGb!>w?1OL>$BDkJZ~ow
z*1vGfSC2(VW{`9e&oBwFIAA3=_Me%F$#wt*Q)Ss+(gk;wGnEz3KBkK}Qo0mvcMdb<
zM9t#m3RUeRaGG&i)_FkE2zzB};hfv&Q4zSr#6TpY#Pn`EV>W~N4J`y^O4L+>LO{Cl
zKncueljV879`?|iIGMs~iP9wL=q1x`AmJ-skk<Tm2OS)Phog`R8)fh|Wa@-#f1!+8
z{6~HfSD+;XfKMOJM3<Xd^6_*C@J_5f;WHDe3P#%U^ccX<lM8?B(7>%Sf)E6tmF1T8
zihlih^jO;+k9>wZf=nT(_xI${6n;)a8FU6ZTgH1LyglhhHklR*_G7g}L@$4s(B2c^
zLky+X1S*12#XU+ugoWo|NEXvXIG$5(#Ydw^%qbT!`Vki^T)rwWa2=JW4<sQ~(4{5r
zUGyKo*6QwaKdKqI$)%C-4}N;m(l-~;!OB|-X3<ZENjHM~Sh)_BB)5ity;{&Zhb9M^
zQsi>VxQ_z=xTx0Ab*8Z-Tl<6>)2h_e*3@NMFKf+IWh%1sS)?MIr>3Ma?WYFO)TyJl
z?nngC^uZ<FESY=A3u{8VccZBL(L_c3e~9NYO8TA5)2ZJ>O<eJ*qCp6*XJ>aoR9L<L
z+MwgIXmAWiJ9w6`JtB%T;4?K$zJ*mtNo*@Y*Y6nr512SB_jad@0{7rDsoMJkQpVc(
zOwnbyG$n+hS^&2k6{TGK*ZB2KtcThx3RagDq55?vc0-8CkhB{}ron}hK}DLgrdD=Q
z5h@%7|L)=b%)4#7eR;NPPw(jkR~8fOCi8^<RR#4|f;9~aCv8V&R;=XW+K>(PdyCN4
zza9|>n!=Rz-Fgj@lw*Gl@IEGY?ARw%?8fxq3SyDaGSW(22U%dwWcj)N2~&;?!y{k0
z73)okR%GZe_!(U&`QeOjnKjVVmA(|WDu9F>Mmwz4Tv98`jft_1O%WtfmbCI9;Y5}~
z4`Gp(*X;9Nm0FDP*Z%6Mfuc|~acj+(ThGrd0Z|IgVUu?)Z*esX@%4RndRirFM#NEy
zTuXX>?HUp+T!~%#5p}lP)K+&6VEr~u{^~pJ>w|Bl2GU6@`V1yVmqeEe#zFxrI{W|q
z6E9D`0~2DPXG(px$6U~*(WAD+8}LsJLycyyv<>};<Ulrvyh|pJ4A!8xt5|@aD9hHW
zG9Lp@bWa+7miL&fBt9pW$K84CDa_Igt4<24YFUtw8A`FhL4miB6pyBvA*0*F+RL;m
z9c@;AZO!NB!YUN3$N8k>m1ym`<bt6Y*+@oXD{E9}nex&#E>o9p=Qvdim)=d3!9izs
zjDk&^KlS;Y!`4pQ7ILEcR5DF5_+Tc5%|E)5$*8Il4b;B~Gc`0&32%+&?TG-w!?nyp
zY4RU^m-kP1^X%9+bs$R{KRhJ3EG{ZB<KxSHZb<x^wcP}aY^LPfyS2yAB;Ktef5p~~
z8nZs7-1-2jR=oSIOJA%tj$c+;<Z4}{V1T*81ginvBRdb-6F&vFE>f5pfA_JRww+Yf
z*me70@N2{%;h0gv>~-gQF=+}b|A&D4d)O-0=2#C^OH}|In%PBB#Rmjtghe(`;XSZc
zeN7H{Q@t)D>t(om9**_KaRR8^oplKmC!jb>dM?y$s>fjHZ!$P%#_FjB_WlR3j)E|d
zV8b|{cs%S^ZJPliaVkVW9*jqiB$*(1<9ev6DIqLJHFV@;3xTD*Pn2?QJ%7}@ll<zH
z-hvV+M-n7$1o{`lm~L@}0NVKNN1A%r6c`L9JX>&b8+JY`esJa#r`{ZyVafvwr8BDk
zdKLA37zh&`cg$~zNji_3?4I!0r-MD3O+lo47J)Q?B%#Lvz~Ad53PK9&{{a33EIyL3
zoO_`ZL4+CdC^S707qI`Sm%BaPe;ZRnLOOzDAlBe$IhhI39%VEYl@obDew0Uh%_O_O
zR<-Y3toKnO=nvvur<3UfHG#5|1HzN<6R|?Ww6$Z>e3IdiKjp$jTZ3v>yUFuGsDM{n
z;@P1&7T8g-SDj?w`SX^}{006WJ1``S&K|soms*Bo#|-2Ez$*f8f5-p8-kvxamsRn3
ziRVPsOYbT6UnE~tM1`QNca8p$7J(sowO2>UI`p1g4$Mhb&9>Al%Cm$ltQ6B>ka~Sa
z1rO3@j*jP%8_9kUSGW$lD38|mArrb}COE^ntP>>C%={PquzZjB9URrdj@JCC9VE9}
zkE*ctxGE)zIa87lB&X9ry>h(N(MBE3DpzOAH9nQa=&qPigIM8-0mo(m%$JUyomBgv
zkG03$xy_y`liP!6N$tSx9f~%<v?L#@8D2{|W07UY{~^6h=rFkutIvrfK-)^&eV{Ar
zH+{w{Fe!{L8f3~WvCt*B<sHhX_%m@5S|c?SOkzr-8u%3{ewN`QT&iKj*F;qM|M^)+
ztZw<wPPd3t;oWgM-ygpQn3ft~W7~LbAWZVg>XpXJ=g%!8t7E6?(|$VpY%3v(tu}#M
z)Og6c>wYV%SLooBSnn@a+L}-x(4<}j9UzvVc{8Ra^T)~`FF@4NN(YjQC4Yc*TwiJC
zQ!0gJK#Jt@d{MG`uz|uLe+yT*<?FtL-|KKLrTD;WNCgOKObBzV(aC_vrNFkwSR+JJ
zVdvDYL`l<>acNg6Szt2Twp^KOL0MmBKR1g}X6QlfGJ_=~Ylxw-_8Y3fyi%!<$D(m9
zlx5KEIuZB9x2`7nf{3Wl7-aW8V&2SM|KQ_;h0`4?rizY4!2qVQtW@ShOgiXgmQ-w^
zOby=@A)=b(u=U=hJg1!U&Qxc_356<RX^5-Pc6!RT_rx$C(3Qja-atw9j4=|PuDlVL
zWQk)m;pk8YN0qZV`}|W;Ss_b<i5Zx(iMl*8v{Eo$!X0^I47^8RE<>YLu2HmLLl;gi
zu|p2?$qFbPe$NWh%wR)*d1I($$x5+ZCStZr0vi#ei~a5C#mxmEq9Z{pZ+b1%5d7>#
z*P$I9ZgKSH_b54R7BO1=5;a{FR2fRATWmUFaeqEtBqj!=-0;+YHW?R4uLq1A<U?`$
zF#{C(I2Q%+1MefL<&<+}Ko_`bQ4{G|;}`Vwu67!nuF&76k&ol9X>78t(O7^?uQ{)%
ztz>9^@;Zldfa3X~LavmK<ivZ6kXZ-zD>0Y03**FQ&rM|fX1+RX?8Ls^6R`wZ^qA6#
z7CX*8_mEL|xM-?is&!nent@N80%&(P0-z<1`{N$5JOecrKeBlg>gmu-Jd6+)Nz-3f
zD?}H#=L{E1kw34uh_rOg-<F-zrj_5whg?tvwBj6XHp<yttB=c6c(s)(a#-gWndy{s
zSTxJ4+bqW?40^}a|K<xYgdHqQ=7eiZ=c%YL;ia%8Wak?N#hodhmnzB>mv9{FddSLf
z0_ixPX8gqdd>hUmd4yStMH^p)hnX7!>2_A1K{3Bl0co=t%C)z4XxwGoM5^3Hikju_
zA)RixJkiDl$7+ALUkshwSN{W?-}H+u+1A)%iSwhD7VcJ~`Il<$aRDb(l;@J*<Faae
zq6NV){H`bU(k=46+B4GdGxM63u<Wnw%nVO{2WXYD`Pz43QcCr!zvN{lp81q`8y5q8
zTeS-+`z`b6EBSGvK-~)+!u;t~xtz9qq|oJ##5K+i&&#$vbz@*x@^h<!^$fOcqMmNT
z8??YG0q4(bf5!vTo|cj^1x?igW6cTE{$zdM4OLoo;`@P9dK#Ng+DhOU{T;@M=<gX;
zqTImBN%2|JW|#?0G{;YI<a_Lkf`Xj*0B<v+tiF`h*ogCaNFZs<&$313IH?HB>@4%&
zlgwFkpIXy65njmmm<Tj&tMOVUjfUU<k<E(5L;1Al8GwHK76{uOiZ}Hu84vVsadcW_
z5N!8IWA_PUmrJ3m?D)&$oR=;xM&m8<%465&!(|tPfs2()DXfB?S5klLhai{ZpVn28
zZILnXPnGh*Rxis*<;rjnBlZ-C4bHzHFFuP(p;iQ3wXN}`fgD%e4KV!$Y-_qC-aAiw
zd&n))%>^jXm!LwHuUboyr4~8-N%Fz?oOtuYRN)*dQHZ#XY8Ar9B|M#sN!r!`;f4j{
z+CL;t?*)9jv{jKJpp)uZY8vu1?wx(`;bor{mHQ-FcF+I*9N$A9GE$5DIZ3rh#gvxw
zeL+b8T4lyw>M3DO(@VX$bLH%od5oB43kdCtT^Y(Dt;17dY7n>#287xl_#LtVua%;9
zTW-NEX{Fp9bl-Mg`;W%=;%+EED3pPdnQS$X)|vVm8{mEmJIwQnG3;rpYTb=z!h@px
zp-jj{`|_i+(Yq@rnXT{Hxld0U4vucb*l4rQ^Fmb5PFsc(j^ICu4<355IR2dCNO*C5
z>3%hLc!ZM7<mLRZP_QsMv;OpL^Yxx6K`HS@9i)XZ2{B%LuwZx9Zy~bhTsb4Y!W~OW
z3!D0|er(k7{ZHGPc&I$lh(L(tNeXJF0x*ekbjYc~*vFG^Y9;QuV(GF)vZFKe;NrK@
zr}qgSBY$rA^WK>lLk~X0R}k$w{<62qQ(2GaGjj|KtxEWCflZR7q1_*y-te9_meCHp
z$EV3GEANx29SPNJi2JTekD|c<{&L|&>EeB`bRS8uYs3XsU>t-B`S!En^EZ#BR8lJ<
zZvNr>9x3`OlTf32H75v7>ojZbZTT?BI|C1pr?}n5B5NbsNN;3-9QfN6a0}7(e9Nu^
zl`C`03{Oizv``d3L|<VUUcM_|9m!Kqo31Y4wN?CRD5U1$1Camx6iw&jMzp|*`T>l{
zgIdi+K<LC}fH%qvih+T`6hTcv!?HjttZ&5=>gpf@lra=KnGCAj;pzK@QTtK*XRco=
zr7kZD!E6`<np85u-QaI~YOA#ZSwuh3FRVFdiTyd~7xW({0!wHO|Ju?ET31z(pWQAL
z=-!ti61Mgf+XlVo@_6=M@g+K3hgra`64s0ub35TO$$h3?@TpyM2%*ptY?Pw_!{0Y2
zc(zDrJ(yFn5oE=@5rhEDi|x%HdQ?A5L!vP29Q~cfBlV^=KCMKMr{U3m14EpcZD$f>
z02NG7t#<m)gEG<5k?ad9RCO5W<Q_-eg;@zt2w8^vab8HnDJf(n8LJR5eQMby3L3sT
zJ|~7!aD{PkxEji2K9M+5jjVE^F&90H4b~Bj4gAFXuOQaW&Uk@Dda*FQ@|vm=18eY1
z7M-HH`dBd>t#Tg@$|1k`1Pv{1oqod3Af&-tJXgSE{}2@#|Mt35Q&d}&^=oNiI;nWu
zMiNz%P*97U*}7AaN_4l@3GCgoRC3ud%u?Nnh<G%1igextIR}%4K(M+<2gQpTzNp&_
zoT~6_2-D@>#;+hLY2a%#R|!IpuSH}=J`EZ9k3#ZBvSPhfa?5|Iv0KL~gi-(X{c-kv
z#N-F!P$hx#sui<RQr7JcAI3<^p$sMr=|fbDzQ#C7sEJuZ*AtKar;r6fx3ffp5(y!W
zpthYi4gt@Nf(cyNoO+!F=<kpqjNp2Ch%7*YAKBig(MCK~Mp|YklmDZ)0}2@X1c@px
zm-T{ti=v#E`pI~8(B>;t<%xF{2Us(h3$vpf4!mynlLx{zNWqG?2r&OGlJUZ2Z0wBs
zze&q5X@bZO^9ASu3^yZ5H3l;_x8-aU(G2l3x-D-~kaZc(p!KzD9E=Qp#H5pk(e6X-
zpSPg<@DT{EFSb4S9&OLRUf#$@r@2swZ%>XUP?%T<Lj!#eE*}r0sP3qoOgbeM%>YN6
zCE#qRGxU`B>G{^^MC5OPPXG-UaRJ`uqpuZ&o1Dd8zD^Bs1BcCfmYe*hlpb)<^~{;s
ze=St26R6L`2+`iER2Rg7TDI>Re$Kbvm-CA300+{@8r$irNlAd=ELAF9iK&PtSwdi2
zZ229eadN5bbXk^E%>^apDsXp|)E8nq)l&^GaH4l5<brrhop0cXdJDQ$D40E9mJGkS
zd6^JP8E($gp~9J>nmfT#wXh7A$7>$?o;wVEKRq2}lmk(OR2Qe`E9PkmfKoP*WFAt%
zm`S|gXaJXNfrAB$E^*<2W!kiXuBaltwh+uKLH^F#KkBf=kK>)7s3((l)Qr~nnR@yu
z*8#jtr&*E$$T*tagNVV6coiygB_wgE#tMuZWsDt<YR)I7*<xvimJHRlu_vn5(aR)R
z{)9hCMQ64KOK8oD6CSbexXtq(Fik#rZ=K;*;*kuz!eob^kv0t7grBzxa%})`aJIP@
zH{4{+z*W{Q%bGdw=cgeJ&I#GIiW8inYWbyn<QZ=_+^@dU&ITh?Fh%ch|Dh-h6<#~&
zy$3aovBZ%?vN_lrt&))|-72vkL#FS8h5k26L(qviYzFIM>b@xB3S&uc;G`z`Jd39i
z>U0RLw?Y$*5kufnmQfhjZ3(Zr{xL(C1<QIy|0!U!HEMLtzDO=T{OIs*Po*X#A=>8=
zMQQ&ru?j;!hZb|Ui#+<-48Wx!5C(pOO&vF%m8@+PwG00TV2mq<?TVHc4Hxc0#>lWd
zCqzE23I2uYgEgz}p9UoLVMRAW20mb12dzT1)vvl`KA~q4|6M(*YK#xla!JFJ@PFnn
zSNRKH^Y%kfsJUTQC|H>eCYHnrt%RyL>`FU$TSNl{fm>32u$Fp3&Rs|nJ$qJy|EyR1
zd|HwM?Eo2i<bADtnhe5y=d&#yki+R~J<3O6PehyK1e2L=7~}+nIpOj2f4-)ssCn0;
zjP8>EO$McGs~RyxCQeg)_kEH?*)*N}*=+JW(63P^bn0-3h%K0y7nS&9ev8s8Qra7W
z@-aW?(d*zcoR@;yP_DtY+IqtEfJxW+${h#nNU>+4(W>e4Wj~d^4rJYcIF(u(>rBci
zIThk)$|T`EAA{0y>tJ5%g}iQog3KW%W+&Z2@vQ=KdbchgW`Q>qJplqu?=Kb7(f32N
zYUfiGG1ItFg^?q)otM$|LOR_Cvh1!<TVj}`A?ZHyJdkv{0d<Jhb|vwFNgd@8(Mcoo
zD#zWD2OfY<7R7J^7=+4|`kn>yu3D1jT=jlEaT@4#294=`eRD?i^S!;&KkY@Wm-CpL
zP0?k+L2OOzp3&%3SJ2=}OL4WP9v+bGTdJ-+V@!ior#lG2iq(>1CDv9!R<$@oIAsFt
zrH%w-hPte9yspXWv0h1jOffb{c4nna1~_<Gw&K^pr0>PV!<N11r$Gd*6c=E4NeqA@
z-9crt8Kn3i=-mL`O=kX8_kPk~GHoxdYO_%s-E_i?N4pwjt^g2E8rNb*Wi3F|HKAQQ
z$o%~<C{2x7Yq*j7^MGYUW8gGk4461n#5$AJ8gJbmdWuuVoKS4Ec=k(0&AJVK9JFDp
zA%5d&zMkS0jg6dPr0u2l)#LYB6}kd7Rde3E*(dkM!3hLI6Pp7f=FfH~gr!<zM#T`R
zG%F=mYkY(vW8zl|=3^Mfhvb+qmQi^uU`zC##Nmg=gairhpm6&2(rdv6dVSb?h2*cI
z?)l(PwW+d*dAw&+PsFx}qAi;YVK&b0Vw4$2h#f)fNn_I`g9$FXg(2k0M(szh-yJYN
zjrHr}NQID(1?oD%+PVbD3waTL1Ig|`(|p0DSNXQ*bu`^2zDxp^y(jsh02|7eMAWD>
z(#wmr^IiMtKrHt%kg2L@gP+H8WS|pcSw-8;^2;sQ#)Am-MY!mafY!LbVLUU<!t#Iy
zglDa0qKld?9`R?Yc|!pTo=PF->a8olECLUJ!^YF;#!~aQnNg`x07!@-eRv3%o-rbC
zch+u?J~b_YkNcv3{dAg#R_YX`Lcp*QfHv+ipjB%AEm#Tpqcwk%G|mL#v0?9x$kT5-
z8|BJuPzJ9oNTZ{3&K1BVu}`Wb^M9Cn?`XKb2kLt;dheaV3`TTOqqofH28rIg=)Lz|
z!st;Wx<n^LFNqqx6VU}x6Cpyr@6GRh*0Y{JW?5_Q9b>LL_nx!Q-upvtpFn=NS*ww+
z1K;R6sR8axUM#~BhZ83!pBNfNr4z9BLU4<lc&gq7E!}x*Ag~Aa-KWdd=y^gxpp((t
zzWFIOlI^y&3kzYlVYpO0&UT4*@VX(lWMOO5+#N~St$D=u1rAmeXi_lcF;0hjC(@qZ
zb^Ks`0GA{xARH4GDIrT|NG4jAQOW}ipg<g0ronVr4gauC``=px{IKwR^62jiKkwUk
zoBu%b7bitK%?2Da!xh}+wFaTKWhiw@{xWNP5)5mVqPOk=74#YbtViDg)XupHxjSjk
zR5;gd!p9M=p`Jx<o$8a$pH4l)c-T`mrmhuZ&9_x+b$%tSN(%4&8kvV!6W&k%E4-O(
z|943R<X|#{^uM(R4RXihuR_3`_Wv$XyoSbO63CbE3r%ePySamu^TbAf6o>5rFEKJc
z!t|c#<v1V*v$2VbF??Na;2xXVmWX5jl$P^i5B;SSTX;@uJg=0D^smnYq;{zT$X?J3
zKh9V(=6!+WH$LEo!BL6!Y6?8i6>tPTv<QSF#mU<Lnz#E|6*u-|Quy!^Z%r-c){_eS
z<=aA`)jve6xTKmqIa&C2oX!cSfRif8XL6p#NKDmwKblcRy?^{LcY6O3x9wjajNvq)
zX>(cndKZ-;iBv6v$t))rRpzVG$AhAi(DvZ(&ojPHiEh9p^zh4VB<h=;^SZb6xN*Vz
zSy5RnPx6aO?VAyCOP-q0wnt}ksi>iHjr>0~TEi4f4mx0xGySMx`$nO+1~$Igu}IT>
z^_;S&cHF-l$Cd1$6m8KRsO*NUr_0ie=O<&FKqf&x;hW3rzR;y>Ihw)7p;h{7AFfVq
z4T@&rxKTxV;fe2MXrpr*hSTTNi<+PLGca>>iPw19edcnoR5;kxLBGsCC)uD}IvhCn
zzFgnkDh|hCO!w_oyGZO?jgM&a1px5s>Y5TgAw3?h&&ACzYLa*$FDM?XJ%vU{0SFC{
z*T&8S^M?10p-I;YpmwqJ1OPKxoX)<X{S&PwD48xNhh}Jrz(=JFGnq?v6y<fi{7BaS
ziMX)qL@d)@3R%ttlE8o{!7Am%Au$k<xgCzvAX5&w9*N@KN)%@NI&|I2spOK@BLh^Y
z4-E&0ApksFx^FB#){pC5;-!=?GGBel;#jhJKLp(VyzkyoWoo-q96o<+3%v=k*+>Lo
z4$|PUR}4RV`SE=gI066H#4D@}M0w-jq@FI0LqFpOXh`~&I>hd!@BkY)6;>#bVCiX?
zMMLEUFQK0o<o4@Gm%c_6o(^jj|NDe5k_tEM2&wDqaPwz@S8-Um+TqdtL(BEiUns8?
zCX4u(p8UC+On*X}a2NO6snL<*Cd^^xh$ISoUX1p~`{&9LLW?7hd|W$m_U9b~jOPK*
zK@I8v5|y98Tb{1qq4MdK)69@ntqx23AvFr{5Y`t(T(0dy^=y!*I`nw;*}U{MT^KTW
zSi;yzm25CeTyDJ)?TYG51Gp&F4{|BB`h4^P4O+C5<g;a|8+t23>1p0v6`vo=l~hRR
zA60*XPo6|9js;3GNX5}pTZ(MtD^``)S{Qpx*-k6%9UJ{_ysqCNw{~HVp74A-m0JFC
zYPL){;PKthc>nn*a~TT!D*r`NzKR%8lP?=2yz9A7K?ajeV#gD*0Z#fk#U>(2B(^Ap
zU8b;(1A9nTb`1vS>RI$dsVg%Vc;`;q0Fl*R_Rb_0k=L~Pwy69wBo^+rO+>Yy*Tm&@
zN}P;|qw}_(o2r_ONeIli66g2ivCXEh^l)nMyKSyVfyOx2OMSejxy_*&4PI9{&s!W1
zGrjk|SPk%#ih0P~e~N$Y=DBej9q~;_{zEtKL}|UjWFwmUu%@}13KF(&8>P0-#Vy$a
z=}Hq#*j`DaL^(AP0BznXnR!?|mWMpn!O7}z9zdPk4^aREG1M@UV92b6V`S&e5UAZ+
z3l`eDKi@6qR*w!9Th7e6xcM#LRuNtBW4+G(=NwBm4pu<(pu#pwP+%z;9gRN?X;1I-
z%ifDyOZcRcMTzdjZm?6gEHoc$WS!oFsca)akqr-5mk^A>zICNMlTP^MS8wqLAejr!
zd<85fjA0MBkn;WIJ9*oRq-p&^8HHtGk$ZBH_&5r${jz9jM1bVw06AC^&ht(3I)0C7
zy6@*Em>#W!yh&j8P@y8{mJi+tTB2nSrAv7EHF85sRgTr&Qwgj^fm8gjO+evy6ZCVF
zKf>Fi$aY=Ri|ZY^5*CXpCmyIzz_dMHaGxAYk1N`J$Reu@U;>9iY(~G`w8f`r<H_&I
z3|+~##V@vpS#J*OkWU7W9Ac5^N`lrGKQsZ1GAcpNJBho~qqcqATp&!r>cyQ$3}Vp{
z+>@DQw?mgoo_+dDvphcAW);F^kpR}p%RnOJ1Lq^B8gIVuNA0bA$j+9Ynk7&|%F$gK
zN2=O81cN|f5g@FR6jwuS+#QJsjk|IN0_CPhd7vUeceD`+hW%udg9rZn3pa*s9|0Z}
zH?~cRue?XU5ww%P;R8@1&?CMU?kC5F4U{__`KFD1ALh9M)5euLCd=wU7>uR~1HD!i
zP_xO29Zz{d2qALauuTQyjo<z0e3xTqL2@x!fh@~P`moq;2gMSF;ymnK{Wguv$K!Z5
z;kY0q?N9!3jPejJj2UO_q$a!%0=@XWY1GIi#CDd>L6nsXO)m0>{*b;|;;jIIOs;N%
zx)F{PZd&CVU*joDB0d`|;y2!vt@@6PY}EMy*0=_4OaX8Al6{&alpl*uBv$afbX#&l
z&j=jHr?9(ii4Uf$2%;eql!^!`>jyajxm4V7&hYDuZ5LIGc>1Y*5U~|lYbZS;!Z+cr
z?}&bvc~iP&zLWYNF`7<CO!hyZU?B;mBog3q@`)W1J?~CxUeA7E^E7fq=u3&Nt-&aV
zZsi|kXY~!29}m_W%H?fC?|~tTVKpd9`O~|}o3vA|ktiND_1o{^5;1We)@x|fjLNEV
zWfbX4nH>(~nO}_e*)LnyjAsBCFED7nQ1xTc+tWju{}sOy7=9bEVD;<ce#>4ZAze{<
zLyLu4m&7i*UXu+C)=PH^IA^Rh)UpvP4jc#JwwG1r;p`bH4vs-yzqR>hJVURxSQtmN
ziR(U(xa3;H!ZBz4)Owo^9{YH)=KCuaDx)bR%%$$-rre@c=1)k3a~E`4wCpTi0HpL3
z{sa9|T-;7^ClNn%%u8OO{B8<YU|WAa+nS({!Y9Iab+rk5wRt$sX|cog^y1DK0{4ZV
zcAbX%m)dBxu|p~4UJ+diOE@r{k0_6R3xN+4R-v36CV4Po(3(SJM?I(259X44nmpF!
zH6j!U$all2$G0Kp3k_D|p_Q^qWjzkj*7-AbwGL+v(8P#TR4M)e<7nX1W%pI=UjxIT
z5r3>}e<>weQ=>ZElWMb5wiRu!Us3bet2uvwjq?)C#QLE*v8iJs`QU1*Ru^C6g=VE*
z8BNVo49FLeyxi_B;&3SXm{&z;!zB9YmiMT+NsH#=H&3`Xj4ZppSVg&QDx;c!66SzZ
zfRY70#rc`K(o?d&IeMD*`IO-Cu?S;qz)<HY?!wMdYZtLTv$!*e^lvVUdf4}a_2C!9
zO;KwB4xN>;_ILgBj6Y4~tB1xu_XQCCw66cP8e^cxr}s#w{>!pfX{qw68UpnUi1Jk2
zM;|~c?w|h39}%n<+hTza9BQLKm^$Dz3?8bPc6uW<UnHWbbYij9DPf5{<!v<MtraTB
z@yjh1@UK&oPlXtR-A3BRDzY3Z@|~8GT8cHTa|hfv&&tXSdM)>A$DUbHUW&Kj`%1Vf
zzxvR|3nw_ErV$}*#5mi_m{6DP6A*j;#<_shc|KUYzyddwIM{f`bi9=(k&G9Q4@XrC
zN0@Nowtk_7ImW|>!S~w)l9SL`^!*ef+RBM=(tJ#&cGu##dlT;?z{~`aB9C|)>3`6a
zacXAAeKwHJ=6%wXo*1a!u9MCSqPaZdBYcD`)HhQ`msR<%<T!M`Pu`S9OO#u&EOq?S
zZ;L@$$0bvvvzk$y{D=(c{lx=~9D6=xvI<`K0y3Gdk6r_nQ?A+Rwf0^{TI|TpJVWMH
zrDr&zLM3ZGxk`z~c&Xo2LzBnX`LX<18_U6`bYlsY*081EnzNoM&+?mDv~AA3-!3rV
zp=l*^mt=WVzH5p~R5PN)%BFa-d?7^`Kie=RsU`4n0+pL%^CU{)aKhrS)iI!0Mpvh-
zcP6*1^GBat{FEsD^$(gGaj}Iy*^u>thH|gBoS&+YZvq|{Xhil0x6xiSue#VUT`8w?
zX%n3n2W5T+{K)1$_s9ApUWlHlKNi2~7I=8FnoWQD@AnnIDM^T_E+*$wFA!9h$LiJZ
zm;7?KuJ`VhC_%S^FTerQ*X7H~)+V81G>t5z;LHC$1#(FJ70cQF8HADl@Qp@tm~uko
zP|9mW7Js4_IgwU)CQJOODOxR7J?riKLXMh3NV_=ymK(o&lOOrZZ31|v!}Qx?@9MX&
z)p>s}VJ7%5zTaEkTWvj}7)MO*)d`WjvF6ttI}FcM-5p$TQYC4&i+<JPGWm571_Kj*
zTVBcWZz1-sYcFR0?B*71yh{uD1Hs6p^m<WyM`k;{=;X1d?6qX0K-SJOMgjB7e=@ho
zhcI^-4Mtjp;+uAlbxMjdn<I4zb?=d0zp$VBU5CECq-v{bs!>eT6@gVEEcJ>+GK6e9
z!TULh@qSQ2FCyt07`&^I*yW{}_S};<v+IbJZ2XdUY4yg4$)LA_86o9Qh4Bx9zP9d#
z%9J`O6sw#kN=D}dc_&zrlz}$Z7hkifBuMx8#4Ox?m(7^YWdQV_|CNPmjIxFk_v+jN
zn24MlXj^ZewmI2o6Oo}OP=ZmwD36;`Y!OoZ8uLJ1Cm*h+29!HM$^67RrS3^)8Wk|2
zA2|$3)b=Lx@L)cIMg+I?>tZ9}(5P&fGNxfQ4R4hP-sj2OA-c<{81|$#ONkuVe9E4k
zH!sPQr9Z5>#v}&KSlmxY%g}XfEv}k#z;}CFmlW4Oz_4CDXQR@%BMnQO#nwV+EzZ-7
zcZwTgj}qiezh;f7k+Cr}rsY#1R6{peXJb;4vg3j2RvkMsDc&ID3)a;Tw&R7zi16>Z
zlQ|2fX&Hst$y;<E^aQ9XRQME7=58kFekrbUdwHvnA%S1T?1)Kip-Wcy*)xo^ahc^v
zp&>1%Ytt)C;{$QyDJs+7_F<%w)D+`I!UyU3u}}&I%QI%a0**MT6{j}+#m6lguWCf#
zOX!c3I^~_<D3nna#s<xeaukV*{ygL>?~nQ2(W`kF9pvaru!%A&wRrc(irMd;POLxx
zD<^o#Q%@Gi)Ny-VM)&0W>iWbHX#TBDwLU+;K0%~$LC8MQr*Hlx9s3aUwVZmuiPc1-
zWqgCmLurs?k2FQV-cL?@iU9A$>d^Z6L<2Pw*$!Gx%VUM}Xm0mqZcb1cFxyRC_TYB3
zvgF4e>*M;eZc!-9VZIrT;Bb379d8l!au;vAKltjpqWf`dvJaiFW~iF2o|=fghSxw8
zDx)^1OkPbX9vaV!m5H5EF}&|y7znJaCdKK;YU`+xJ!|7;!$-i>ba^RoYGL1TdcPgz
zk>XaW*)3UrBg~^mITp>3`owBmD~@^p=^NxLq=lzO#|O9-5I*e9BwiamJ@-1$C_|;c
z=H?dU>Lys>2Kr>(o2MvH+4a`*a6DY81x1~7tWM4`jMQK57<6Vj1&^6_ytd!%jCAjR
zEz0Vj9{;s_Yqwb)nZd>bGD^pepaEgb2x5M=T>n&*>d9Nn^z)~S@^K@=C}eJL<u4~u
zMe>ag&hSdY$R#N?r=uAQRl6cmd3>P*b&V}-Duu#I`K9Ym>^Ot7KPC>%g=W@pd71AG
zw-?*3J#3n-t{|J^_34QY<Vc?s)9UGK7XSrfhwt?4-=ZtHJNeBbX5oxbLsv4h)wi4P
zzJ)R&rEV2f4XVO&CLOBc-)lPP=x&qqZT|h`&NgkB!+}D|Fczn)lHq64+{Vly5yY>T
z_b=l5H^W%?z*IeDP-D`*(gf>|@h=Aw<+wx0^l|W{slepbf*IEAD0i!dGSKZtWGnSh
z^jrDe{Ss4|xBtJ)%qwN;v^)lUpQ#ZXLW{jtWOM0$HbAj28KR^3KM?Oje)YeuDMUWf
zbHV9%&?Y;|>kQJ|)*m_YmEn3i3IWI^2wVlX4}WF>4MnFV@*?dY8jX-1?68c=D@U7J
zRP9%#HPK{Plf^ehbp+Cgvuu9I29uSOX*b{@cstWn{--?)^9yee0S0C=g=ZulHYx1D
z2^gbDw&&#L|NgL?mrULU`hT>Ve|pU`C&(3(1_qa$$Ul{sdgB`=USCO!Ke;R-3J+4M
zq?|YPG{sK*{9^In)<_ZDM6A?~kuPXAk~NpUd4SYz;DH8RO5>u+xcLo@9s-rr5W!BA
z1K7e_{1}b9(uZ=gyJMnotA!Kb(=xvmUAV)P4h>uxOj-7j5^os&8HJ12*O(>^Exz{3
z`B0x|R8#AKblF!d0!MAt8W#~Pbig6!j70VPb@FP?w&OK3^a+6?n%8VuQ9eXjrADW(
z7YciGT*KM=>R-~IGZTtnwSPFeSb{`&W9=TiW$pjex#E8$-N~Ped}&3UIY%q1f7pF>
zT#@MX{A?xVtcJJjh*Xf;4aBxrJK*8Gkc|&W+{*OcP6(v6hy)&vaq;gKD4I~h@c<v`
zap!EYe|U8jjH<1LXHm1i7&fI*>xzkgF$yU^3F*I@9oBDopm_Syf;wH+TAris;)XA(
zC5ER$>WGJ2C+d{PIT)T=XW!jM<8{tU=>>LKl<@Usu642>XTY}mEFf>Fp)|o&s_QBW
zCQd3zeq>j{U7N`hgu)}xKC48ZQ5o_WCn;D8vz>-oSZ569Y3e~Hg{fN8bqxe~2=dPb
z9kM<qQ^N%uFlTa8hHpZLw$kSXEq?%)qDeeR`!8AJds%A+(Jw0jh9zc7<jiXJxN+7H
zUNw#8a%@glo<YT^!fZ!7bYPa`%IX^ogF#BPzT+`?2LEB>XBJ<A<%Fs&<4K-6Bk`Kj
zTA+V5ug6^QhwMtm;E_)_wCx|R-#2K})(U<&R(W(zHBXlAD#GvN4ixnfsIU7<w#EG%
zSMz0XuP<Q@yR_4vd_D41j*|uR*MpTI&|3UdGXLGwf1uo>$t#T;o2p1phmQNw#ETTV
ztNq#hXhoS3c2Ta8#lJz3^5`|fzOKA^S4#lhw8RvXT?0n|_y$5WvJuO>6r=41EY8oA
zT5!!A$Vihq6en1`={d|*`ilae0<BUx^*%u2o+5DpM3A4FtN_91k<VntZnIp#A}q_H
zk~^fF%g<bxR7?n)6bz|mo;y26>Mq9R59cMktuv5rlaYbzfS>R?g&bo<un}i-Sqv)(
zF#412B))kKfBIKMw^+H9$(D#{th~jaqWrxmpO`pDZV|sW$}I?ee-rQq1KM#tz4i77
z=&@6Y`TW)!nChg7rs#fM?vFU-@;J8G*0$mY#uBCTgg5ME&dIn}<n(%RQeD55lkd5z
z4#{zX<ByizC#DEGCljOH**3Bvl-{mizlCS4(O7=azL#fAmTc;3yTPOz$$9lN5_!hW
zosnler3p0JwG5D0PIF%sc3;oE=wTb8`cg%FaW(lds+$zw2n_qPKy|S9<s59ZZSerR
zbq~M8!tH$tRO;xRwvsQkHRWX(S5uo|*7dh|kqZ6UR2mB%{@(DrX?1#s8Q4pEsNM+p
zvD~rz*R_fD{=Vq9DyQ(uf1rop)bN9Ka-gYyY&J1%a4>9d@IO%3?0=w~#Y^ori$gib
z|3EL>`yQ0Yfa{qkp*5&5=K5d!08Gqve(^g-0Ze-Ztfr06f*gH2@5#ZBC`-A<iE8&k
zXY@D{kYIkj(Fduo2;n+a*$+q9xITw0LC`4bMBe3?s5%pH6bAXSP_1cI#*K0fk+j=J
zpSef9T=w-v1num@$W_$4(TI)DJE4dCGW3Z^m(}8#LBHPaWQ&R4>z_m((}{5<Y2cMt
z6g;LjvXg{HNPafgf1xBP9U1Vo@!WoUUWB$5irx3ci3uB{xvGYQ!Yo0N!cBNGAZklQ
zmO12^&WHpkB*4)vV13;!q+P#a%GhpPZCOYKFi)x*C(gj&;7mqy<^hS%R%(Y8R9;AM
zy?>CK*`O^)x4t+fQB%bk*!L(P3_AjKp!`8Y_?b_vW^s99CRK9A+Gn03!I)gj3bY?D
zhv9I?4N0Z(Y&;@Ap_)cxHD-S93t(ty9kATxeNTcxa%pzR`k95R`lc>Uv@^q1^!J8G
zEI;Fbgs5<O%{K#IMG%jfmhCtJhPXyd1~2Sm)a2mwrYCI^3wwWKmLH;k|HUwxQd>3a
z5l=KRY(JZqSXcsr3mV}WmWZbvUaDWJK~-?q)YQDRfx?W-o2CW5Piaa6O?%0cTTF9Z
z$D}gv?q7FkA5sJz#Ff&xsAdXf*SiY}j10K>-dmWV+L8htD|3+e0>y478y%zQ(kV<N
z_R6O=DIcIa&-+j#uY%S$n>$Sd*<PjEv-82Mp&@zjV+0n!&g&dLu;Gp#%55cm1^90_
zl3fGztGuo6;};}ul`|gEzYlE?p`rI@)Y!LG0LyTPng)i2l$Mc%I{m=UkWvCcK*Vx}
zhW|=O>=P1ouq3`Ne;|WFWgf)d%V~zNBbwa4^*R*wh6bXkqN~a2RfY`7>)&@C&JV((
zKnYP?amAEFvge+HP~6}zBRMaD3Pmu}Q3M!cxe3sgm646xx&J6~5#T(awJ8=<1V&g%
zckP9cL&-X|InLw^1D?wH7z!TS)OP^(;{rgb(}=ur(|r=1f3lUt&Gr%M%hDcWJ@xT*
zhveZ5(1U~JGRLu)#+?9(OjvlVV3kMVy1f;SnE=#~lqulWCqZ4hOha6|dC63g$M%3{
zb(k7AdBEusdCKX^ud#yHcTbif5UkGYZd)SI<c&74HquEcjK-i1|NJ^eqNDNpGFec*
zl@92?+s-wjGFZ(cEf`LaN<O-l3Sp~tXtaONb!EBP8Viazl1c^!mK@ucGtxHfdxV2r
z5v+nxS`P(lJbt>BD3XFW$Bm0Hp<!;IX7RedImM8-x)zumfe3WRTcJ>4YR`~zN`@ya
zPdBXfqXs_Si+i^i^T>;FoSi*)*_da)Pt%bNT8}hO8fr>nQp_i;C{C=_?N!8_F+VbG
z7GYBu*;&5C9H#3uiJ!G@9j|<s!BeRgd8Pr%qBar6_vW*)t4Ih%v<B{=YwJk!c(@Pw
zm6y(`VwxitdDJ2ai1_jN*Pm+jcYHE<>cHMznG=jryrVq-rjti_DZIIUdw~pr>_1j1
zr&+_hwU;$IZsV(7HeS17s*)QjT51?(nRc#LJNAeaZqAd+)@aT&fbqLU(CNd(Uc70Y
zsKv+DEv4ckfb(ZVn<K$+t_*d#OlJT$T9qqGnWW_^4>wj%#Q<{~#&<y4uKh!B$voPb
zQ?W#y{<OJi)YRoL%H-jH!>EKZk3PbPcoxOG7B{dX`KN2zQ<C{bTIJ&_+5N)^deys^
zhZEbRDea;|9mTkUNi{GpDnzysSD&^ZW79JoopxSbL6{aHwF{kXwdiQLZ?A41nU}G@
zU`k|L!tMGyFFhFld1bN3QYY4O1MUGBk;>;D%+f2DX*^l2z$0+}qx0w5fQ=5Y?2)|U
z%xWQLdL0SJ{Bt@J7P8}7^PcyiCj=SE5FmNq6Q;{crksn2fCS(D;7$lq_`JQ_C$Q{@
zi2$dEh|A?ppFnK<teJwIJn*w`;Up%Hy!1Hs0V0PKc0L`}VPOvgGwW}k5uS5&HH6;!
z1M{PCd8rkb8rc`T7Z>Sk9pcuLfv(%cQ(WUezMRf$;g#8pt}oZ;{?noPC<g`GTIZ+8
zrnt0rKS@o)RmhM}yfz#|!_s%sK~2X)?jAQQ?`7BqAhdmT;yE+#-tSWos>D@^YzS0-
za0+=#t~g>*^%{$^sW*dDzhJ{O8Cafvq&gCP(Jquq6*^Y}lS(A0t(GZ_iGw!1m?y4>
zRj7P-GZ#XOjQU?U?AE5wd4b>AzSiPv7#hAiVpOFZG_2&0naX{1_Om>`wlEvULlgFy
z<`J(#FxOwMfNvBY{50E=c(o&(?CqU!pK(JdHuDo69VD*;hPSE2Uq*~~I~)FH&oVhk
zp8gEwQBXuo+{8lu(puV$gK=%8qW_9?BP9b%A}0S(-x#lVOf|0jntmU{X!}fA*JGIg
zMp(yFH*6OR=hjs`fE&@-p)=4ZZ!(lUrjn6ev1o{PvZsc!MmF?eFyBVNf%AtxNoQs8
z1(!!eRx1BA!`eb;CasX2%d6%S<D{%M${Jl=DEbU39;@=@ch}$E_ld-4$>TtauE<t%
zD%v8xB_nQd<A0#xvNg2+J2$m9SqC$#RgAyPe0?L=$?}qJ9u)+P!DZVmS$SgYxLD$S
z{&8wa4fX?9N7GkQLs7^F>k#0stGNGMz`}yN)r5;h6_@CC|Luhe-cymY`{@&0d&#^k
zXi=%n=%3d^$0q$7*IpsIDywP!H(?(1Aus!WJg_6!pRDeO(Lem&uTf#OmmH*GPQI6I
z;w8(;%NZdFbh+GqH!H8ekbo$RP@+pIJ@q^>%u9aHr+oP3_C7;VN9_H?kAwtqoGJD(
zurmW)dB;hsNVi)Taych+s4VGKX4cO&c5YmC*7&1+n$ZPTiB!Z!a36O9E_Y^uX2XQ;
zS@an7i}<Pr?o>q2h~~~D8|WD0GRgP~^7R7pb-k8Hgv>~RZG(L4KM<>2h=;rT2A4S9
zw($#NMTNTl0}TMYhGR#blWCk4d7I5gv9F&CpWsnG@G_RcYxkT!I@&ecaiTaD{7p4K
zNDcQ*Bveb!u6)tiyv*js$p*-#m7Fe`xsMaQ$&U1*M%>o2wOBC{hg*?DdZN2<S9X?P
z(_*+JlH|T``y=iR7*q%AK1wcGTtAI~I`*1%F0_br2poTr<4#ozClxS%o;va};Mtp)
zjyL3kS@>`C7xlOG^ex(ks`%^`bQ>vQAloS-xj;S@$OJd4b&jspa>yEP{Y`gRH=stX
zO>Ds??wtqNM3Ix}u}?Huaaq6o*nnB<jn&T$V}+UMyz?epU9jO7wlO5fGnQ7emFK+E
zj#Ewf9bnCOE+id)M2tdMdh|sl3-g^JygprIVvw)Jv$M4NNw16&j9b)-xFfK?E4W~?
z=HHEQt0gX*y|Ev9G@4VR2Hn^8DVFb&6KN4#f((;swxOV=2gGgLqb_5i4S!gJl?vom
zp8nKyHO?x;Q9h!Iaz<101$Z62;W5%GpHu_MTQ<|6%k<N=4wL>U=S#yey|VDRE^|HK
zKf`)sE=~Q*VZ^z*!-29Yr;W3?(q}7crTpdxZ)8i&z(TJpbG%*s@WQi7BL^<s<;mcw
zBAanW|CT&wnacGxEXFPqNBstk$ABnBn`}sdEJ&XGahh7vTH9xD$)Ldy;5QH5C|dc#
z^kQ}!;uPX0p3LvwO226Hq4PE%yDk>gI3mdZYu?(#hUQSe-a5heNjz<E!9D3j_BFIr
zfA<X;&!pa?Mn$(NgS^fssThZqO-<A9DoUTa>Iq`i>fUCR9m+H1F8(|TSXi)uClR@*
z7mrgNokiH2IMVNNWR0B(N*=sPQ+<<?nJ!ckIJcT6Y*Wp}HdP9uZ6Ej@9Ul1mQ-x7-
znerqWRWpw|{O}|ZE;dyO@^-*(i`$`I45+Qdx6+?u+Lz~QGxVd+0^wf}1s0XTC4x{f
zagcPtTfTp$In_ruI=JTgs+^YcFJBdJpG0Ebg4k2hj8^dkVldX9bKc0a<&v~M8PSfE
z&ADc;ob=LiB)C$Ii2_eCxcs}m>DehgmEJyr#&22a>UZ8`66O*O1CGDjTS;$bK9a}D
zbN#Z#4^O)+@<`P>8ZQ`DTugqKf<TQk<h0W$HwQC2Cb;E7CdIB-=#bu*iuy+HifVPg
z8NuIJ7ps3W`Y!gl>A<muvCk$w^A4tzNWqP)xD34&2HapWQyOBcwqF+yf#-%q%_#(V
z$JA2JQL*{*5g!G9hic(2$krB;%XYS>d^%~nEd0{}uN`$M54(tzMmjEQYOET(t<2}l
zeuR&hPRN3dd9ERgD`;r2K8P?LgFMQJkZLFjba;%Z<DKi#u8es_=qJNqhEC^m*qBbP
zBvHCN)`tqTLc2-2(FMt$zN)*vx;w1dG4C#^<xG*3k3<JsjRA~ypMANUL2h&2^5e0T
zx%3yyn!H(!V*E0}_g28N?_pgkur55nj~^<Au_Mm~)wK2@CBf&imR7>cV2k^U>mCuW
z+)plyq@)jEb^lVMlHR8kUQU3(7%6FBEmS8qd>^|7iFO$fk>=p9dc_Sm0BgCka%M;G
zhS-Ni6-J^<BJWzsmB7UJ+lZDZQn{B}>B>M5?CG<`zv1KmsE`Wj4Z7C8KZ%@bIn_b2
zRI;`dk9}%JI^TnuQa|M;emk*y_{vn7)9K8b!Xf1?fo(*khBon`<;Vp2;IZT3YL}Em
zbyPns`qS}r>e+)_tVbcrs3dX`hVcX6*|30ng(-$|P3`$k6F8X$bGB-E%P@zbB6KI)
zDTiv%3)cx6As=!SQu<8<6oN=<cF?NI%b(-q*B_=;+pn(Bt{7eZ{M(5!l$L&RLd|xE
z0=6{fLDP<3lq-T(EY|-#pruc-+s)>gJ%VLZ`Qg~-8Ft##C*S1#st8=kZtqzHhj|~d
z@$}sw=1p2wtt{<GmkLUQ$^c3YF85PLPhQcWVwtA%#{J!g2i_PoY<H{1a$2K!_WjeG
zK>3MkzC2melPR%oBUxCHZ39~`O6P^x|H=YtSVqXZoIdblZb_s^sd|Nch2kBVVU#4}
zP}wsH_KSb2o7T~k%o}}0mKTTf0GAF-o;NWu$w?J;m=`Ydefruzq0DQ0bpP_=Xm`(*
zj53^6V2+@F?O>JYN8}(MgXV4$#G&QMV2ijJ-_f-8l(;#|Hgd5i+YJ&s_J&IsMyqjj
zgdJ%~f>i6`POsoRB2o}UU}~FY7ii?VVAbq^|FGld8%lG<yEI9r@^P9*$mgTVKTwFm
z0dnrRhWj?o6hU+Hh}lr1v8j|IOm708tqWOBF6<R8mE$YmMe!T;FoUIPpQBOh!>ON-
z+E-JQ*C>a=;6#tHf`NWia!9UF(kIUk8Z4;FX%wxf_R3s&>sT$M34*JL)A>0<%%3!(
zXBvXx!gAjbaJVVF@J`*B4q9-a9dXPd$CgoDTV9%8o0LDA&2I=>s(b`7<0d-R4W(cW
zWs&#~MCQq-#a%I$70kmll`n6n-%p=1NPq5uHuUAUp-;9E&FenftauSq*lY`FtwHug
zAwDE5svepUs?wo-Q{GxS9-jTVEl#6dC_b8hq8j89yxs>1`m6n0n(W2bDZCGZ-x{Y5
zY&TtPs<s*EfmtEXRG}<4pl~Kp5Te7n`&-3$6=|&R#0Lo>VKG`czn``Y0NSX6!RIug
zk@I_*YG6+wfa^<+Pjot&)_#?^71d(KG(tkqO;*lQA95zz`&WAxA3JOF_sZHb?mvbp
z4F%qOn*3#IXnq-aJlk1p6afVYgUg$EVl<;+(#y>Pkd#sQ4EJ6WvJ9MAQFJDY#q4a!
zLDzF!F%V|Ua_N*anI53+UpW?Yf2zBeF-&Qfe83Knq7eW75F<&GoDwfOW~Cvje+GH&
z-1^2_NK=%F=cFft_TVw*Kj8YX5E3jw%k(~~Bb=P+ZdL{OFt&i+f{j`#!u?kO!RF#V
zwfZ}R<DXVd!#*eVXB>F)|Hal}+aG2feSuok|2s<c3OLH<7)`s(76*WSgEyy9lFNHK
zI4_F_Y%50-5qq^AY?4p@*!y?(TPbrm%{=BMLxI|UKv^C1{#P;ot|Jd~k5J{ESXK;H
zbwYymx@puGX=&ChO)%ATZVAzw{hO?7(Z@-TDys`1XeM=CJY7=X$|F75B(P}yJ4QZM
znr8@A<3tLc70MFf@+ltPj~di)D~O<)-2`;w?P{AHxIKdQ=)7(HgnT_b^FdhwbU@WM
zBIvrz8g$$mq8YV>#cw;WE%c%=+iSSBw_z=+hK*L-6p%f9+9uoRR7uUFbUF2Ep!o}X
z(3I1!pLw%*(F)jsC1SA?SD0s|0)3q?hqQXXb!tA>L#Wj_d<OU&buGGT23Z}1Dl?5F
z6KatgD*o)JP?pe;#hd>?bD&#`2H5*$k0|tUX|2YH7fhe)5iBj!?tnnA(QS-<ucOs@
zQ9_mtq3<xSp{67?2OhJ`d~M8(@e2vbB@s(aicdVYQ&)2)=MP|b*Q}}Qd7Gr58X1Ad
z@a1`GPHv*dcqZC*QI9V$S|0*~?!%J$xozH5$Ilji5ui^zV--k1SdE?)hrj&jWq?h{
z*cRUqyDi!GD0t+AIj9AHPzX%@u&I_+m)Kf6CS;U&9u3bBQchXT$&TVzAZ0jpz>WBn
zRwbm{S{u`@!|>@vqhg{M>jy=7f9dsIBLZ=f^x&igk2_>`8^zJSi;#w9oPHdSNe)J4
zQxh*18thxcUP4l?NMhtwvro}%Xavb-bk@A?lzI|Lx5+Y)M$h?Tbxgjl*o#cKt|bc{
zT!XT>tad;}Vl>BrX+K`tS?j=N)KH0XJ+*9kFbz9(oMFn_B}pn!IF&y73jA~^r4Hi*
z^l)f<=@s8o@_KWakyM3kR&~}m_Mc{@n20l_c+UIZDipjQN2Yg4Kxr4mdp<WJ;)aUI
zCE>lM@^Qiyv-6%EtQuFb#4#+xm~{7^d(rlx-T8j<$MN8>l0paqb4#x8kR*zL{m0Hz
z7UtO{B=7fS$am?7^X+TB>_q;pD4E@nr3+;MTODf}&+x7P?81PU-JU2TH$1k}qD$o{
zjK=-iCZ19I8xvc%+?%7VxQpzL=W$A19)F3wYyJbhsc9(vO^N~bwF|$z?ps^<50pA_
zCSVs1xWdE9zK7q1F?(%<|LytI_rnz+-5l<H8~$X$f|NLW3<|${PA-)y`}@iAA>Ca1
zXNOKO&Mhg#rum|zQ?T#sXZU_w$g@+eZ>Qpp2LkWgdyOK0E0N<KUef3)qVKyS$kMma
zPx-ZbizMZS-a6Baf*hwdv?YFX4v?U{+OCg|wi|URY?bMH4rZ_Z%u<3QN7p?_XTt2+
z;vJsL<?f%~DX2#Z;Yj@9*eI?7i51D*xBd*O3Ml`xaVB8pW-~rRo${urc=MrPDSfak
zNHovnnH(KYq!k2DvKW+bj`q%rh4W$+tp4^5rnym4Y$2~^A-(S{JhzWG0_8|grEcN8
z{_9yZc<W6)ykMZIF4AOwTA4Pk>+c76vgwF7xd}LOh0`ZIWyJ~tt_}w*6YY%ddWx?1
z*6vwo^lRD(zwfCPNLkHNRJ?QMdxs{(=#+YDKJ-vDJEq2E-DV#&rfTeLX;)exVLJa6
zj`L+EDlo2h%c=1Nj<%y7GEQ#-i3q7Noum66Y*c4WQ20(cGp~SB^Rg6rz5Cq=iwGZL
zS2HIoGoN9aOSBc@LWZFSO@iCv>hEKTbN}W4%s-6T&mAlK`c0YD=CsF}rTuhX;zziE
zSb0Sx2u&$)0XhD3++zP^*Hg|hD{Ij9EsJ99f{xw8K?P4Xl=2>tQ=V8CY!><|ZuWEC
zZ8Ysif>>AE#feEoR+JsGXPupp=HTu4G28W&$L9CDOM-A0%iWwXR$0%C*tJ@Tmoc|N
z7Iy0ozsigiG-WU;1u>C<_LlJUIJVJ8lj+-qG&4f(jw{*5IVt?Fp3!ozQsSv-8X;kc
z#xt<eqgy+4X2|TcT2gYJ>es44s2~Yokbx=bPT~5^lCv;)6?}s*>mBnrpV<3lXHy<O
zJG0l$t4Wr1f!=})9eLTv3Y?W#bC-U}ip8oiJ$cWa!4@5~esYn_Yd5Sp{7FeYabGI%
zHfrek2^Pq#^WNktHXbT@Bl{uj4T9(ElQb^2uv1FIBCO#tB7UqpS#xGKc`OA&Y`j>6
z_a4$Uq<i~FrQz)QWQqmEfX5EP+-SW%Bm|RvCI^Z}ihK^I)+G`_SPHaXuzsZYn^BRK
zQkKpe7UQXd$)SJgf9i^|#i#WOeuE_Nb9Mcr^cg*zp5KO8V<AV`5p3HyXG14<Awh~@
z%Da{O6jPCxxnGxqIQvJI=S#9Q$Ur^QZ;t*xi}yOBAtvta)_!*Utqi}5_Uh(Odzi;o
z1ir`4<lkOvR<P<V4c7P<AM(c)oO>bKhXf#6jMtWNw_Bkl|Ja4po1Tro{>jd%hlEIG
zAXdN*)GK|J#x)Ba1#I^@^NR&nk#K?W_3P_N@;)QW<akVxv=1M+qX>`b?;qC8sVavG
zexA&*8q=ZiQZJ_)sC3At4;z#!dO}g0aNPaNxGcx7tWO>uC-Q-fg~<X<wvr^+wWij-
zZl6q%L3(~3{#FquiD8Kg1MJfTxt_cCf62KKv}6ZZ3KUo>H<c2h^UME)>qx#yN=cKi
zUzVwq+5GtG6bGnXO2-zScI_o~OF|<pZ@k@duICLidCXQqWj1?t4zT2B8b!Lb{li+$
zewA5H-gq!w-FUkzGO>DWTL0xczGwvg4GEoMnP0sR5=#qKJ1q>e!5b$#{<JPX!tv}4
zyyWDv)Y1p<N;L7r)1QVjdY!)?!-#FQ+|V?Mg$ple8UUbEPa&0=^S=i+6d7Y+yWUrM
zCx*`?m6Fv0DdqFhMMhthazW0<c=d}~DnIo%d9s8vyrgU43EG>=mDN~9SE<W&<@2d2
z&f7aML_6SoY@qTLbW>)LeY*F|-hdsW<6b&wEJ)Zk-<M*M$EU`-e3IT??Nvml3$h8D
z$3ta3k7Oj^AVlT+F)Hb}5ffIURWYNXJCWa7nOElaPPr`|C(=aaJ82q>o4tTO2UY{e
z%Qb@WbJAGd#8|MWoyf!Wn(*1C6*Hc++F{c20tJlRa4^r&GusX^NJkUN+GDG`h2i8h
z`u)R;c3m9rsO6M_vq?Mg<L9|m$dad``im6y^HW)GTVPrWigPa>>v*C0vvCP<hKCbe
znpOh8UbzRp)Y$2up&S<0NKq|>JB3Y^84vQn1UVjeMsB$2G?sHWv8{|y?eG&0--g<U
zlt26jB8FrwAQk@@K|0wh<$WQr1|i7`<71>1J-u#2`_ssiRo}#)qu>Zq8E=Nn>7s6$
zigXGK?~|QNdLonA`22jMn@i%EwT*heE_3EDx?r=OaQ<G;+`iRiQs;gJ`s?N0KwTVg
zhu_-W-Qn5Z9#Al6qLhSnhAXf{%k59o)HgozbI&(9+S3D6B+F%TbgEMXESb<nU_i}7
z?<-{z60-9l7<IBYZR_E|@>y$JKAz!n<+7l-!t(xo8r-k@c$w80f5TkQVq<tP*MF|h
zCm2R)R;3(zo~NOp?2yQA*LSTcMI^K)2^tjDd;G7JyP*Ck0pGVNWgDa21_&^a4F43d
z=R5Ph>Q41J$$$`%k+QB{y)$<1;}mo{6Q+I}j-=T*>e#i@N8?GXU<ga$(j~KUMGZFr
z1;IG9LV-;qD=NPwhd4>mNDTyo(uxYPJjvuSuJMr4ACo_;EVHJ_D#ysZK~V@t>~X{0
z{W0LMafiby^N*qZ;Es#-?$h02|3g~tTZi~tKgCBKab^0yf0=d?aJ2x|bX_gXTp0!b
zK95MBNYAv7GOzXFJXHg>oJopic!i~zPk7KDQ8Nm_z}lm`Z%`%0`*`i{)zK$k)BUNu
z@T+9#vCj%d2M8o!MQt*&X~|gAF%3XeDM2@zFv2Y*)o;HF@QZI3vLD|i0zK}>`SV<#
zb$vAo%i1#k1398U&n?B3(ti8mzTL_r&%PVh+uesi^MlAV_Ye`@?f&yQE({Pg(+3lI
zfMZ&53P7(-egGyYKzm5>zy9WxjL&hR>@ckq%8>+tlG3=RNa4}_X-n3=6S|n+B=rI=
zC^3ZzmtgXX8~=Y-J|u7{l<O*7CC3{|pY84pQ0yPc;>zgF`F;J>7BQsC(yKEU*>ZOk
zKS1a#y_;*c`$3H<Y5$V7@NryIG8r&E2mp!TJZYZS=zdKNw489DjCZwj4{6jSgZnJZ
zg_r~~mf59*M)x<8YBLK)+?RlN{KT7;e&0E42f6)`bhCQLR3(7L{uOLM74?he>is7M
z1%OX5$D5V0J;j0YCh1a^BC%$s$#j?QNG^*klK<&Wc=99R(%8v)h)dJ7^{u+_0#+_^
zDp$v)JVG%l(Si6&bIdTAVe)XMPGp?56EGW13mJ2Qu6j|_MwRwQsKMTGr0cSO|0BEJ
zKDy>ta=~QKcTf4STD)Jk3ao%P=Dxg05(k1+>*uD7X&nNjyV8QQ3lR0X>_3xoWcW^5
znFtQys|vMzm=bphr14c2Ea_RIOYZhx$o9Q<+$DU)?GX&+4C~A(&88O>R$!y1`azZT
z3tcH>4dT{8al$Am%Bzm-nDPnGoHf{soL_eK#}1aoTS5ewMpAo9tU@fbg;k6fwI5Ro
zzxsfBqLzd#rK&&@z)$Tuom%&ul=uDvQFSKfidpFV@@}nPHAthRF#k?i1jXn+=7+k=
zW-1rWx&2bk<hR^}J}EjSF8EnVu&`wfaltH&#27w#W9rq&DSW|8-s|bmQV-phY@s#M
za2A{wQdE7UktzJjnaNHBo!*(1%uk`KLq;&5QIm<nTzp+E1ZgR6|Ni%^J#A@d=i;{3
zwIQy4{O1N(vL3AQa`WY9kI}Y|^(0N81k+~~46UX{25B~NR)f+G+*0(>d2j{x?bfeH
zOT6QScImHc7{!bJf+*h_z#y{joL$~T=TqXn_*;|O33X1#mAaE!M2SiIYq4Y{-F{kE
z<<XnZ>{4p;KnM(lM~~Er0t(HT_-L0Jbl=)AXfLr<4C50y`p`;@EIKX^*P+Vp8eHh+
zc6Ol25l~DGTMThw+P0pA?Gc=<ZjpAV{vv*M3reS)$FR<*Fi~x?jG*GR0)bC-9@*#m
z|3C?g_-&XdJY-&_T0OHeGjSqkKSn1;D_I^1lT$}nWTtO9_eKuAyqD$%G0KPQ6L087
zvjZQDkS8x)VY0AB<2{e&l)<m0CJ1-A#5mZ;4;P52B?QYmzIy#~#QNl1pIr%}U%UH(
z(Eq&>o+H?a^Gb4xvwF2ldTC?Ro+X>xZonr;5Gex6#k8cOv_Zcl&Ez-juQ`T6IwxuJ
z6|AO=GAZV%NS?uS1oGjhI*QFZC)8q96vf$fk6S+*D#}j+z4?I%g|3(hi1XQAL=_gB
z&|LAc2n0%@m`p}!XZ=gy^}Khtad}Q`wH8$RBa~Z`S5Z+B3EKc;DuM0{CHKu*SAxYY
zUxd)k!fCB}tc%z3UNs(1zmm_%jliPA%V}!lMDmN9xI6fzi8#9w9JH*hX_PGsCqsoA
zw>a^IuSl0XMWn$z&2SXeAM%~uOv&qu@rg>c2-}E}%=CfxCzYR<E^{*FIl1@MV=_GW
z8cAIj-L+}$bYpOI>>-Z4<_E*>uWv>)pAY93?chgKmLqPaS%ba@Q4QlnuzSnW(!3;Z
zcr_S0lWa#M%GdX1-i)oT3?iY;$MBW*F652f<Jd@q$DdnwhvQ8a_dglqcR9zna`7*R
zG<$9v9_0N`a#@K39qc+qh_rHd_a|h0lJ`1)u^~!h;YiyE<l*@xZ^*R7YKOscw3`2D
zQsNuo2ylnD)nvM~YI<Iq@GPgjeoC1U)bQ%ap?zoSVv1gWJ4S<Ibo^CfJ0KsSvRQ@k
z7W*+)qlv><sv1h&U~P05Glpqk<evsM*8-I&AU{O-3R$2*!!*YH8zcLBig}rvkrxO9
zvpTCV7TWxb2>?C)#;rkmC^0!%S<<Ke2V$Gw4Em(USYvubRZTI<T_~b8mYthnHdl(B
zz{6MZeSepNFyib_hs#KLC==!r5oLMSZNoBz2v-Qc*yM1Ln?!y7sll&zO3=Ua%EaGy
zeHc~V0g^Q@*~ZY$P=f{TCNtBeXEWZUqQBo-s@Yxgi!d|acx;d%VOUYP5cyC>!^pu_
zK;IxQaet&2M%&Jybm%eF3^3lu#p9A=*-D6c7T<rL!YgXbir1x#zmV*atXkw>7KcZd
zsz9a+1xC|gO*mK(Yd_ro-Q$=sH<RO=F4u*i&JZ#c3;?W>@h|RAp2b|xxO@cGh@yVU
zaTYtVAagTYU_$fNVh$g_5unDXDh^1R-+1)LomexvA2MRoQttRv;G;h3x2C+N{4)##
zx{WOD)~(A*NlIHSw*mKWIS^SV4eAJ_H-_MCyD*;6-=FqO)@^V2;$=UF>o3}Z%bc6l
z4EbN=f3qwv7gV#4V*uIEn+&v}r=8-aHD5G~&{I<7d(ZmWPI~fKx+JUf)wO)8u1Gf|
zm7ADN{wdMs#u9#TO-X?d9_RVY7wF?t#JfHBv1r2hAK@==&rLSem_~kU`#J&#Bi*O%
z)*kyEy3RmT7b%FWt;*LFErBjjp_gFLIFyA4LMobiLINw@D=dtqf$>_LVrJPkGj(2_
zn}a7eODiWAhJ;dOm#$wzm`&6N7cSbc15EEJYT!9j`Ocg#O6&YJhO6uKOq<gyKuU4m
z_%Em4%aEE%m}wX)6k~~8Ui5xADs^qU$7lTQ@*{w?^d{8zIPlYRGN9B}Y*BxnB0adJ
zBB~Q=mSC)48Qhn`rsP4K#+QF%RqgeabdR}y*3R_v2&V9U(T|B@OHaNfhNQqudjNIo
zQXp!}hNq~u0Dv$lF!XY<GE2f#qlw-Q*OF_i!_|4LJ7dWC)wC}^>-o#m+Vk*^A;r=@
zMtkgYlEU^|?<$OaQRs2YFRSv|RBRhvQ9b%b5pRka2LlVU+6xb}zA6MX(r$klQ2}^7
zZ2Xyg&p63tt0DYmGTA)&K{ua=$D;aMDzL9QJ2uIHg0BknAEQ=ALQ;Rj!Ww++aTLfG
zt_<S_$t=9UO`HiF5gqAh=n+dMY*s*VE@Lx|LpJo%K@-)droGj?3KH_6+EZ7fgwe7>
zUu|68{s%IMuJ0ujNxgjB%_oyBTw(AmD;LyV10<}CwCZ^AatNDzMVj`heML?j_{(aX
z3&gBo>bjwBnBmPJd(3{L_Jk?RGWEjYPS|+jlgyefv~SP$M|n*AP(R$Q{^09Wc}F*O
zts9BFWG~Jc<!?5{;n;>{13h~s#$Vl29z)LE&HK1>@UoE*M+ei-Zw5D|vjC&=(REBR
zImW_mNg=fc<FGvCG~3k)u+#*34ScJ}|2^19>x<2M0=m_R{N4HrHNn)czU?xlc=R<r
zk76osf5jRjMt~QA*CE|}{!cf?Cyg%ZE8ch=%l|^MH^Rr=Ts#1c2L~s|k}1rr*AH2w
zrBhM3R*ATm-jdSg;K9F&h>c5K8EhqHG5IotS>Pqat-cx=SxPs;Afd(Ts{fe|n28DT
z#{d2VRCWVCzG;0WHHG!X8+SQ6A2OX%wnV1a>?&NIhm(JUPXd4mq@dBOE%~0maA0)F
z<|t_r4+dUln85M)W3pUjU&F$%t~JL*!;tGs3*xw9!RIce3Ky3$l)g;laD)qCTW6oe
z($FCLPe?tUBrsNu%KG=7-nMBU{%2_xC*I|gyx#gJYa2er`f~ekk1BIV;7BC^kGH0p
zZ-Gq&SPA2R^GgBgDINdPs0`Spg|P;ceg1!k#&um@);~Eq_n)i|#{~cT1!N>al{J#x
z$|7t>C*!aveDW)uUk+6Q9QAA77ZH#nD|bGh_r24XiKS85G%8}fY!7%YX36Wi4p*$Q
z8Pcj{;}=9h(V-)~e;Eg;nt7_`1w^G+(M3oeiX{})a5_~ST<?jU4qTk*lN2rSj_7Sv
zHh&OIBNGm;4NBJ&Y2{&l^`snf<Bd6rdyz6bWjB^D`=S%|ug7_S-&npAm4M%9PwPF3
z>6bPXqsv9|CRYtpvH75|k>cc4U3HENVPp+H$gEgsA=&fR_wu>z*c8X0>*=#9ePnu8
zZJEz2pKN?b{keQ6RJLW|xYfZO?i0LE`c`?aL8uC~TtRJU{*{&;&$5nw*|D45$5%Jx
z6`nNQLIm^tI&yxMocc}HG)+#Ku1z|&>4<R*?6DN+tHht<)7nxmvL)oYjM0Q-O65$o
z%y{f~=4@{vm_#0D=fw=6$LhlwpqJrIZgem4_+a0vve_c=YrterMPCbe`*b&&Jnwd1
zH00+(9JoRUBmM*RWX<b<{=%pv<@bx=DW_bt&k=}R10Dlwxz>g+T1`ah<(P4pBR9%L
z$l$_#Im+#9HB7IAIc^Xp*TflxuT%A8Vbu1L4uTc|E3?~09+rGPpi&}f4E`H7?RB7r
zw6WRlI(79;z;pS&7yg8_+|RgBoM0I0_uEzzmEd%hF!i?V;Ww1JCGB{OR=xKw+XAm<
zQ5YTk|1tH}L2Z5Q_jd5$PH_SREmE|&OA<Utf#NQO;!@n5LhvG`6m4-S?oyoMg+hx{
z+)8mi@9FcM`OTY|{J|t-_BlD{&faUU`&x9i8B$^#YU*kv*h?slytHC~^xZj%Pn1R9
zc7>S!&_m@Wqq?^8_4gEwao!X1GEdPQTil6Xit1|kX)7KW<{dcl)H}H1zFXedcOuQ0
ze;hg@QZw|4y2bRNwkIj+nI15LtX5BpzGF3F>g?5?`Oe@vf)S_eC^f_?0uFj&<uCm;
zDM8?z<xdDM&_c=EZyd5G8{t^?V5(83sjc9aKt!<~DoigO-W>DCMVNFx1IWe%LRp-3
zAD{ELm;!%^N{Zhr0wGF!*WTmqJJiR5pPvo7Gl+zAPA<9zBr$!Z(i7}9us%q)Ih*T}
z{GS;(<gp|F<~8*^T6*-%ruoaSw(GJUmLaRZ{{xLVT~{raOP3vi#~;m>`&)vw2VVa8
zHKk0TiN7~{dFBwytZH}m=L|y7A7Fz1tE~5Omo}<SDqN^5#ePD>I-sB{g0NL~h&2wc
z*G*ORcF!R;1xzb$0qk%-CQ>x}5ws|sLVdS`4-88pv3`AEU8UJ4q8_S)<e<3p;_zC^
zD;&vax}((4Jn1EU9AEBPySJ_9;Vbhxnz4y^BkBZg$+-=z7PxVb^xf-I^d>R&S_lJi
z%r4y)sZ&pqgf>*)vQ0SdIXNw`A%}s8GbK<Q=TrSF2zq~o1*>15biS3on!=gUUO&`G
z#iaJ#rxH7sCGFx-xRv~PI~C}Oz_h+3UQaQ%nUje`I>s|KG+g8K9)b#(P$`!I6`mxD
zI(uG#$w6=n`Vl{+VysP9NA}7A_5>3Fs#1qz2*~psQU3I-C!PB2C(nIX^$Ly>K5yP6
z`||2}R4ose7I%gSc}dLOpd+~*C14Xpgr@Oee}Ox4HDr*SX;E$B;bHwn?&8LyDOjLV
zYPXv05->%JvqlF5>ch4vzaMkOQGP0_cluVpgCMqrKJfv|5&ht@MM#z(P+Oq%^ggHg
zc)VUX+CO7{zegkeAIPg*1k_+*Vm#|NY`b9jT7ShiegdWp)_{P5FH=Q5ny~jZmBg6C
zk+APw?@Tq6O<!%#&1>f9$XK%JvR78wUbe+q2Jx<)eorasv7@?ddidd;0K%5zarLYU
zk^H&PfhHBq{p=8@EXMW)r=Q%D=eJCiGHllDJ%&Sdt6A;L+$2#9xnE}o;?(?34i-{=
zLyBBTa2PoTt{lNp8p92@H*y2NB_3GxN@}J)zMMSO&g)MHe)E*1pe;*Dw*iNN?<>VQ
zsW{A3wY+3_RE{R!5Ya!90QH`wJT{eU<t@&Ax0oJOC||38Q7q7GBCeIiBYXWUTUJ={
z&1D(zL6p$EQJ~C+lF4mYk`jSA3cCg$ex(Yq$YV@yt{+UtsAzu^rZq26Y^4y_NO%(j
zpysRWE*I0J{{T|<^V|<Knh~6T?^A&R>2-(h|N18p$3NIJMMnTCw<On=&-Ly3Pd2oO
zH@AL%$`N9Bf>$h2z}yz-JR;}zC-yS;?m*{czQJb<AaZ{ynj)vP%#n`Z^mtm<MNt@5
z_ZxsrL$>74lug1#F#Y=LsRA614*Y!7P<LJV8clH!UnLaQMYE|Xr5}q`${Qx*0b8gy
zU2vy0jcd``Pu90Yk^gu+6hLDTsl~1h?m=ZLi9)DmXrIz?`;@F*kV9-Z1%~C6R?;J5
zq&OGWh-6b|5KEBJhWKSo9Y8adl<5Y$>Z8k8&wprj_a_hHiK9Mo2Cfxz<36P&RWp?b
z!rS&=HMxx+Q+I3nptX*#oj8{s-8t2W=~8@}{sZw7wtiA1Hf3lt23mQ<ySiXSTzt!2
zkByHOGUp(iYGZ|dRMzRQS?3O+%;r#bcqmasx2!DsD^gLt^PApuLY%Mf->TlcCT+pJ
z-%Gr{8|Ac=V_%c>3$n68n*)O^rX`EKA@nV|@UFmVIg^*EE!RwCZKCu~7;5^c-nXky
zFe}ld&#E}8v8FtS^IoG=*;`2?xIDl+yR%I0%|i_79;;Ui0-3SnGzre6&*{@+sB*BM
z1oT{I5e|Zf8)20eVH(f54fJ}R*6B$9DNjClD#o0iVwj)XC?t=^)UGWXE5@uzfd{k2
z@Wtx=eYX84gV`ZF3h))<A!cAm7#|+24JN^9qAJ&Oy<e2Y#>bbTH_XPRY!z}A2LX|>
zL$C`{dgmTKqRZ*{&bB38z4OkV8hguRHLqL6>h*&^YPUma#U1U{3cN>;I<IM}Z<;&2
z6ERsxkDStv2?CL_A)Kp?JzAlK8RYb?&A0=#@o8$Yv)nna@bro(xt)whGer2}!q=`S
z)=0B)EccvvR5H61*k>lQbhzM{T(me#migS8k-X{R&cu~{4t3)AsivCoad=p$LI!R=
zA!ha8hV8siPS5ADlqNG6G5$OL1&mUZ6QV6-Vt$U|p2wrE3g;K4n@H?J08Dxx)tbg-
z|NF7+Hb7Nwg9udlft<V6qis|#gG+CK;{=HUeM84QWgKJ`tn|QGrNzVL;F4ZnMS^Xi
zF<4M4NH}$riRqstIX4yy67^H*h2~A$5>IgMOZ5=}dRc-Sc92Hs0U0LY<xOyK@b6#)
z2~c2H$_5CwbG0LKu}xKg&Z-;CNOM5DWUUbnMfe60wg#$}CXjLNJG0|bc+EQ5Khe%&
z!$RO{Z6Ff_k!T)zh2klgs_*HqhdQ*po6<pf8J0ZnnPfDv3nVYLtR@%;O#_en;tOmM
zBYbS(3dYAxMqDu33=*vGF-dp0Ykwkxc4@M0;F(L?%$8i^1CbL2<79X+2+0+iL4rQL
zR;0yw5<8A&+y%+HngW7rrj|}{LASu)&6S=(A$F#r@9{`TMglQR!&G2lPkZ;3#8Zz`
zj9Xu-rgJj`p2ZbD%OSyrfMajiEOMKf3PPY21~d^E(l6+=*O6U&p*o}7xWrP0Kt|di
z2REHmACG5c$r!+1%BLeAIB*x=39{MNVD2M3;x?4+i+jTsAt1domn9JAdd5SY{4O&f
zV4a+9aZB*-wm$#ihu|vVtAKkx1BGt#>Ol_L_}iQ&a>8EYWIgsnlDB;+Xx~7$xr4kG
zQD}#<DKk8vP;7gMU~*T`bsUHA4B7%?I_iz9<vKvVkbZL(6S_d^5Xyel5U?rK|F-LQ
zWSJcOKp6Hw^HfIT)}sp%jL_<S>hs<DblTIrhuI!4{~}0~l^5oXA_}!Wly&o<yzZIZ
zNGuzB!w5@feX)IWuSl%I2%=(a>+2<p!;}9WC~*KRBLtHbSMf1P+4asDf2&t)U&H`f
z!oO4>JP_@hAA7(nti%!iih|w`va&HTz`BCdgYM63S;1um5|s}{et@^8m(tG(MU+T9
zHN?S5$27Ls#bPBwh^Y^_h%pF|Xf1Wy&3jaM^r*wrK@Kj$50^K}8c{v0IvG`@tLsJF
z#jjLTqbWeRoiQJ8j;LbYf=Nw&2NKAQquWSqc;cM?EvhWSkd^f{&zf>5F_N*VATJ%2
zHxhJ$QlMk}t+#`Dpl~5Rtr_VpxX?^&KAxB5G6j(QX9&H|p}4SDC7O~-TyjQo5@eNw
za8b{4(l0IsF|SqvOmJ~<Vu`So-s<g9VfG%6IJwy*no&n!z9?b1J4!stUuaAfI<D{0
zMMrz_P}b7mBrER|%MMMQTxA@W@?QCU=j1`o9v&fRf5ur0fxbP=E6lX1vo5{gWGrbf
zh`#-PGV&u!>_QK9ZXplNx3cQV%?>4&`eRx-O^E&%Lu#G|r7Qjv)yNFfhLkuUX5<OV
z5Mcz$jV(>R4!ccVBVy!a`9J0?kjRF-a^!ffGB3hSUT}{RDw*}Xec$jo0?r2q5e8>U
z8$YOgJNxrPe(mML^ymIf0WqW|9jQT>sLZF2dudfy^fOl8qXrz`O7zfl5-UjQj+~2x
z;&8-Fy50jlXbqnn<8t_8*rJLB^p;mtDu@PrOZ4V7)2mGEGUe*jIKj))(YoIX5hV(w
z+{Q|+a0Gb<Ck(>ITb3r~u_LrIaQ(g@)%cByoNx=(g-nOlrTh1BwU`+J{euCtgHLmx
zum)o)`9eLy7!g$;RAPNU7Z1^yRubm(x05MfY<~K!H<q3!ih={d?#8a(Y`7j%7Kc3m
zL6F-fLwhREW1Op;tQ!9VUS<;nG|m^k)l^?HV)rTaKafxvl*|aq_&3s%jyUdsilVqE
z*$ts5k1NE`iy2OW&|C^oT;*a*Ze!@L{qV6d8^hmQT?g1s=t?pi&k+zvS8O$MxKr4b
zw6(JPHcEqnzS%eJ`Oz=7_RMogE|fyW1q>1Y1~P0oy!Cb%K0R!l&+$MKjD&f3`b2SQ
zb7!V}w%b9Vz;5fm42Py?Us&rmW}A`2_2aC(8@6<&wZ9GL=o{(3&=H20rE0Mt^+jLp
zrDd{>WriBGMzV21LxZax-aqzSiUr>DCqC3n<g%v<H+pWJ0*=8ceS~944WEc9b1}QT
zA<}MoMm<N=qgQ?D97z$E8&hUB|4L@!kO$*$fkZx!;u+;9OE(_3;OCUBD#R82;fzKd
zJ9YDnj?>P0-)@t%RN9%CnnW|%TGWL;At@Y1tC@SgBr)tKu?APm^+2EDNcWa`mub`-
zj@(I?-8uDgomJ{4IJVeDkeBH#GwUejq}hECB1zu5R9DY3dWtaF(XxRf!Ys>zfS4Bh
zm?m>85fKq#FuiSmx!&MMiaxf9Tp7J)L^wB>c21-^vrR|SxI9`f8a$+e;`>b>=iX@t
zi&CBt@y9Igg3N*>a4O$BrAS=Ck};*mGHzrf1d3*X^&KQFaQOKLBc+Us493@MZ$9b%
z**-3g_z|*Q3WOo2@v6sYy5LhjlV0;kti(d5JnH{Ii2U|m7l}KwxRT^0$w>}Ni6l~O
z?bJ5Mjdu&u^UK4|5phJ`!;sKU`^ZCs-ik;&(jR~7Qt;h>Os(=mUW?2nBq-7!7NeuJ
z=GJV@*pcfXnsl|w^7&phQK)B$8m9{2;czL;6o+R(Ga)fpz0aoFL~S@hUZS#v*Fi6D
zv+q=c$KTop&%1SKEx)L}ZL|~-LAPVpjhy~VDdu3Zl@qCkLb1<myRkE~$)n97>oec(
z*8E_q>tg<^ku=qNwl7lZVXtwxKg$bGlR$#e<Wl%d>=4<-6cHIc(jUM7LeSwi6Ra*>
zI$56m=~v;fw_0|zs=b6fX_|0f4KS7`*Emi=iy9JbwyS&j<iLRNv#MWHQ$>ogg>dMa
z<)ObL(W)C6(FNQQ^F}uoit9CI2-=1}4?>4K3k5u!g{}R~iPo16t1<0Qz=V=4n<ljK
zjf=1Vl8WXVqY8OEC|8W&=s~b@qjL(Y;o2U)GNr2>jB-{)n|Yv-GdKKKg7d5G&2~|>
zm~Z<dWZcMvl@-SO0ra+CE>l&O=s#-46s#^JdIjDSr2DN5{v|7crtykIEtuvAa=h)M
zZuLqT<XapU?&Fe!3N)DK0yMbGq|b3kENN(kC!QX+4zi?-i$<xnKAuWQl2aY75!LG<
zPg+`GFBolaHMDT`<mSECn}F$W$>Wyeay}ds>;Hj1|LvJs|7oo1XUe+lp*dgSAFmgd
zBvUR>LCSJPqmaplC>Z$V+FhxK&qx0wgg8%we%pQX89%G0NzM9*VK^&3p|2Y--L914
zWPp4y#AIN$0=>*?QOF>lT|A(IQs;vBSXX~d3M#Y2VrUaCPX#f{6Wn=T>`&v&fLj8y
z6VDGe50ySy!LfcVRwr$xlw2+U><nUNNfz`->>LJEFz$bf*#Dl<71=Gp?_LvygA1Fb
zANq42QwlnRYq!w}!{|G2e`r)Sw~>U4Y#*%Ne+f@rm6AN#U7diE6bo46V&RE!xDhR&
z_pgtw?mBFE+yzvHgvF+t+!8kDMoSBaw{*s4FSuew#pni(#_k3<3^v|3O?SN+Y%^Z|
zr0kR4P^w$r@X0tHk(15oQ2ZaLud-*)&8mZit-=Pxkifnu75#P#>tP7b82&|0b@Z=L
zx}&4S%b>pNE?2iiq}ET8kLgpHBvdJ6FNIO$d=`A8-bFn|#tfM+h%F2c>tc1_`G~kr
zX5I*FO{<6u#d>3c`T@Ez8h8u)S^Rnzp1z!h8BYWseAH$-OMPh|1yKfK09)FG=fntb
zaLWZ(a2rD-5t(rgnURr2CdHV{V6<?cuL1;Gdmi^w_>z$}xT32rqm|(9WBlB#rH?x)
zOCbNkn@Uq`8jTp3dc2X9F$tf>LPOg^sW)d`>-2XJEm>QUK1Igd+=NmN7|RJ6iy0~m
zn@32nLCDlV^r1#?t-Yw(xbl&evzZ$OnaHqwu^3R~FKF%JyW%Y>h7GwSQ9JSedu3*_
zrwUuVxjZwrIci+@9=j#mReVMaAMLbH5cZ@hF=8Xw(7op=-rYu@QPYm-;>iZ5f2*t+
zHjESXoia2jwUl<bnYyKOGDJc_hNL`Vv{`jYMwZHz*oSnv(Y&s{-F?q#k4Y;vZPz_h
zO*!chItUH{s^Mn!*04%h+~>8TNt&g~8Z6_Va>y%6->&8J!k{K%<0;@3lC^|z`6M-8
zt6w4Uvu#@FE`37Vule7^T*Fw_C&u!<XNQh<J5(!bPci22EeBA&%LC_&K_C~erAuBk
ztQGXTKM?F%pFPi;C2ix$FhS4bO`&H&ALAVf7NpHpw|J!e#9{6dJ49Nh;)cYF``@{{
zHIIdy{eK4S;n%qY`3;a-v2d{|M-X-LzAmN^j)iPnY1TnheSf{Pz}&-6&rg1P@YNxM
zYplEGeHF8z2MH3Ei{=m!c(W3?EsqJ)8QTb924#)kwe~8BVx3gIZO>|sixuc4M#>Q}
zz3e`}?uUfcLrGjVr6i^Xfki$gl7y(M(<?Tey19Mv{1gy<YrQmz87O@uL~i8CYw5f%
zPr{;(syl<EC{BdGH;*NiN_60A%M&BPGn?Bt{gBU8sqV)oO!0uc%&Ejo1da;FMa8hR
z1}ZVbY2T_pegVwrT{mme-6Ce-^g_Rv(=w4tie%#QCRFXeaB7HKiU2+OW9}20fK))h
z)=^H$l32OU1Wa21S%{NPw(IBX5Fh~aQQEh>Fs6dgz2v>;+|fZww7l^oedoWu0xH2p
zLa9`+oapP)0+L#JCHfxG#qh+BsppqBieOglX(?btyI2<ILfzdb`}<%P1t6Jd?;s>n
zMV>ZX%Ay{f2w;+6kQe%K{oBs_x08U04*55v!4?~Q^ReB-#2PO^k5`y2l)Af7`Bz-3
z7h+qwd=I|+|9e-;_Z;*yhxOePam4=`t)*B7FFk&Cy*=(AX~7S`F?IMDP7%%H6B%9)
zoSlE>lmGWjEN=(q?i1(Nhe<gjwZ2!9M+d&o&Qr`5B_FK*K8aBuaAun=PUW2yEO8{z
zVdkd!UWbNoOJ6!Zav*=g^=|oE7axs-{9V{jf3FG%d4^HsNbihcw>Q==KCAIUYt{ij
z6z86@aK`&iJvO<Nm-U&rSXKi&+Q+3ETPXp}lj`p^<kby|*oMn8hc&v<$wm}FYCxyZ
z8v3Ko$Y*E!7xS7Gd1~XjZ2UHAT5Af5*tiU6+}!M2LlFGLyqGNCsS_jIRR;{An(i%`
zZOxOa*5Kf7J@hN<Er$O<X`WGRUqV8@QR@`?jn);hB2-*YoB2A$FBdD}U_+Cm`>tB0
zdM76?cKfniQAA!_Nfpd}xQ-@zT%LZ#xmMTRHb~}mhgyaa@1LBz)=={L?ND5ZQ!&FY
z!-Xs#R<-*do4>({tqtGz#SboDdnW=$dJ-~0C|{QHpr5TgZf-%QRjir@Ot9A%st$@?
zI2ffpzWw#7|Flwvp)N~HxaRqZ<6LBAEes2h$&jzAEw3%HqRIlc4tQ&vY(@-VsI^KB
z-uTZ#Kj)RCOZT==u`H9WO`A?)Mg?6sf|3vJGdFenh{!%kltPJDC*jOP9~(78k5)Ny
zmY<1G^RY6+@k)&}UH7-j8llB+*J0d*6?ht7^K7^P?v)O#9KoG>FE1~cX~f<$27^mV
zpfs*5X~Y9Hw8Tw|8j#~`;<gi-UYxlkdilyV*--HS0cL)B;^yszic4bB#rVArPE_)f
z^+ryT;x%dsJqjARGNMvUP7nx^5Q_CToMU}EE*l$1fJavdr=JQuouSMupHn%sKou_0
z)qTDH>&Pi&X#4Mfp!#3`7XqpJF9gy+O!d!>i1U9SH7kAq#5|UkyO=zk;J&%_*y%}{
z`xTmD?Kh;CW$-js43szZLefR^KTxr8|Ftf44Z2O62rNZjy6VL-gD4hqn@hT}cSONV
zLDAmtu!9)`H!6*3?SHoK7e|Wt?OMw~#O>G*bGYm_fhwU`AXOt-k%>5Vk9Sbj*k+Ab
zfij^j@=n5^oP#r;B-~KaHyr~iX{y9_!XWcDg0mvv^0SB&{MAR{3b_=pO+?;Ro<ur&
zgajYvEAEQE+Bh_BQ)yac7FiFBn;w-S#DjW+GQAlx{XdiROCiU>6}jvwF_7)%eE4pQ
zJ^I3&kMjUWQ4*f+C-u4?dNx?kp+qC%Va@*bFA1%Ei`FaY@U@(|fgM>+GAE~W4s`<a
zXGhp@8^Z`*F2V{vYtsS0RWkXk7+w2py^s)X!7;RnG+qwD{G;r$%oh$bpXvhDNRdgV
z>LanbX<Qu8^awZ1#(EenddH}Xx{~-(HoeSAj=@iBd&7=`jw->nWah!|8Y}^f-{;0b
zjcvh?rfOWKOIB;>=)ZheMrWS-O_5iOb0Om?xVT_QW1GLQSqT)n$x37~sbzM<P_Z0l
zDCm@M0W{_7n#!Dn?J4kN^uB{iNPnmgtIX(IV%e`>Jrkl{%N6mtx`H-)pZO{p3=Hah
zygAcauLdwZ|9q>k?~3_z>ELH|DDpgj<i5&%*z+}Y+s7hTyPh9WWrCjHe9hpQk-0Ka
zHJc~beUavB-p_e&?u$$z;e`Sz38cr}LG7*Vm}pgx=KL{}OhA={j~CIWJf4kd26ugN
zAhrZ1q^~=VE+4Ru=86r~d%uychS0r@cT`Dy2$7w6lu!zTxSZGntw*@*3k(Yd*Xu=)
za0(pWsXQTV6coX;<y^Af3&CdH3R<`zo}|Dg9Ob`!IWavP`sVByXzIt*L#d}LaS|E6
z#w9Bx!If-ybCDp@;Az3%|6!_76D^cJ0!Rkd%Yi0^0A;;U+|?bT;M-v$q`Q5gOrf6M
zbj3mtw|yp?C&7F9a_qw<K(r-M5!^VO27U$P$mFuql}NTiHU8XQUJq2#WIyNq2(j4F
zQ6SSSX!Gmuqh5{ee!qR@fCAToZ2rmeQCmwNzsg#%08T@xpVmXtOF)@tB!f{|Y)?Km
zQ8nx{?+=xo?gQzQsqoII=F6HEB{yE)@TKE>VTns%ub5O}!}DB838CXT%&7R9Uo4Xr
ziGTR-X0stP7QP0&^jGrAM72u2%sDZ;iwh}H7?!>}ULA0U=RyL3HB*MC0CiUkhSvFD
zF-nu$b1bz+i}mo}%^A7((fPIPi(iI@kT@v8@bwLg3c)Xa(?Dj6aIWqiEz^HfW)A<p
zt(QYf_B+5)P)8pWv+b;b53+Aqm<`Wme(RM?09Qx0gLJStGim#C_w&TgpRkW)H<{-T
zmLr-kfapvwkT^z;L&|!Z@)Un?c^;X@*P3lGnMSS_f1Wx9_BKB8ConmtTO$A<LvRXa
z`ZQNHMU7UQbG`$s!N{MBV*7iJ4ea<Ag+g-$E`Vr?ZN7=!F9pG7?;Kb(54^}P;?8kK
z0hvnzh_uKqX6TkxAStQNSNW<q?tdv;`cz$`lASfi<X*?5U%+^U#rL(cI7|mf>+7hf
zz#6qvvjRW&ypH%DKK<R#H>q5JqNtz__Muuwy>ZOQkv#L2B+aLKy`q5fY)^5U3@VOT
z8)+F?Lq`>RIIX$d>+;SXskbt9s?WqoRNh>E+cGfF<E?ASoeDiYnH#9l4~-(&R$lGL
zrX{zY^WSStGN)fRVPzs`*FZVe5qu!4!?TD~XX8uZW(y^kW(#H0c!q=aCSv><k;p)8
z38MJ3kaO)iN?Uy}`0qPoIA~axe*7x4p%8{A=gII9cc5Irh$V>Nk0#uzvE|5CoVj!i
zN4S1Zn+OCkEXPS?t1k07n@SpT@6Q`NG$<C63b0}w@WNX&{EELxO)=h7uQY1=l;_hD
zj#N&yqGV_VqMc$K)TTG6lbEU|TK&dG7oMXlZO?5BQz+$C9<JBMm4%2nT<YzSm5%DQ
z&P<CM_u^*>FvAR)<MlGFHWnp~*F@1xv8agRM*E)afeQ+oY}6o=ysPqg9fO<zur!>E
zA#{PQsdTVeim<cO5idHzYplIJyBQyAqISyu5{KvB&hJCo(%<NOJovj}kvn+r_6XWB
zn$f*ndMb@mGROKc1L~6$Ri@r;WJ*qcm^A9}M5ea<lcR@<UQ{T(9o&-Eo^+FXK1k`-
z=|Uo%+59>dTd(oAyna~j$EfmhDqbsdBQS8EB)GpW%e?={e*EVN;~H*a)8_m<egxVo
zhFWTX@>in!W3(3nJkAt@JDl@#JaF#ucq5ylcZO)8U`#C1@mBT|PwKhEYR19Jai;yh
z7jbjBhWG(f8Zxp9R-7F#ze_P&K=Z~gz0n}3ARs0N4cgRnd3->Yj&8nwut^k0T6wK>
zr^kuPV(X>7dkDDw$(X(!&>;bCWv*+-JUbuvOg7O0N{XHYpKH*^@qo8)xJbMiEdqb6
zlPUXUi3R74oGyI{5nT|(=#Y&4E3YgeEcFoh7!Hj^8g~5{D2%xAh+~|dyR1wAz&~IR
z2P|C)U`^d6aw`@@n3;9{2QqvI2Iv+0%W_`<y40yWg*fHdVvQCNcz)&0MI0oY-G+Xu
z9|-)sy_Ypafmz-*(4QQ<{$H{MV-qmX=RO^bA#S+=_|Sy|VYrz3>tM|1WpNa!?Wmli
z*~K9m%4`S;<h#F<$i5B$xfnpG6g$_PA5a<a+!t|Hg+;hoG)|g{hiw*dd*b+v-x9m;
zHYZx1QK}2ib1T5I<NZsG0*WI^v$0)&vngM~UVVaMyw64hiI)6Ylr<jW{-nOrK+qbe
z&_|`4XJoHAj*g_z!-cD%6b<)i8H&L@n-<~031;j!NH5s>;daqf6vWDb{6ElS8PIn%
z;_QI!g!`^zlzA9Zj80GIWyjI6X0kG%Oa&r$NzQ!?Zc0c)BO8WDh9h7u^h+zUF@qcB
z@Fy<t?qQ7WV*kXn4t4pQ1eMG$1;4D0Qd7tUY8XS9C{2n}I}?5%Z4z>FTzAymWH%FP
zyY+wFy}4aLTY-9}STmPz4`Awz!ayBzwF)TZl>{bJ`K!UE?@aFTy0|#nU<gs@??C?_
z@-);NuGV5Lv+v)LO1riFba)|XOP_hK&_hPkWU>CWvo-b-XX);+^=pWu2_l%O|9b&e
z|94SJndBFwo7Wvn4KI|n^h#)~iTiB`u9F;6xl3SWdZXe`*>H1>n4cc8-Ml5p)K_CO
zz~IznP>X?(e_YusEr|@uddTwJ8zMaN*9GINu=dTcu?n@7>RPK<atV>=%#e^(CV*1*
z;8tR?uOv;I+DU7_WI24nD4$u*W-=J(Mf{<QErWkw{!^>ZP0KG+b!;s_6o4gnYq?$>
z!1&G3_aUnG)U<F}Oe3dJaW!%P{%P4;gG0QLi+26P5#0olH-w?R?P!V6^VRx+xkb0l
zdmD56JehYNBY$J_eg#xlKtQCo#<o>qjjOQH{CpQhKhKwj(Z4eZ#Ul`ARzt-*8YXG7
z3T9ApABz=7Xjgn}E7Rd-=E(#_gP>@i{mY5m(<*Axc%2Sswm8FmL1e--W_<&zu`;yx
z_d0m$15u&J8pkWiVJF|}Bvs>lCYOJ#mMrW49a>oyoA})5&iC_k{8s~Sr}pCE(vjQ7
za$VH2Fc+SeLoJ?H_K+~z@2ZT3FLuNIy1lRN`IvAci@z=C6!r}5@q3qCGRia|-tq;h
zs^#s9q5PBCVz~A8;xqB1I2$hbotGxY1aJm7=w-eXrHKr;&c83eI=|l(N!Vx<OxD+s
z%Pum^cqR%B_W}v<Th6I+54J4gelU)C71tog#SEn&DE`j0AsVc{x;v{A-Mctgt4m>W
zF85`9wv89Edtr27&AARdQmmkiwB$lh!XS4K?++7x7zp)=a2I97YGf!%vo<kQkoD-`
zo)kXio=K7C(hV1qaAh6qb}1n5yS|I5yLT<nz|wa}@6c3sd4{4ft!L*(=(3>+>Sox2
zK<SaJ9R3YY<Mi${1$TInc0Mp}uHzIG*-P!$mS>5<PrrH_9@7b?%=--IrST%EzQ7R?
zcFgI7Q#=C>rkm#Vl1#BnFFlEypH19Ko9^3n9at|kB|CSuI%00g=gJF;x%^OU6n1ZU
zvR0rhhjwYx8?Gdmv&kA2`aJ5aJ)Y|hLqf-9JVOA^YEspdolkh5-Qh&f*Tnwr%S$Se
zG+ef@;7LQ971UqP>S|$(<~!T<%QY#rST!=iS-tTb35B%lfUklx2{PJcPwI#^)(Yq%
znPJMh=(8MLa02D}Vw_((Wi6&37jv=8Ya)K#@94SECP{CX^1M>Yo3xG<nrU|_6c06w
zkuFwGK+A8cqk8M`%w70f+@H8CUM{WGPXvP)xn1nKTM`&<MLZZd&SDY;R)zQlSN>OB
zXYU4)ISr+TYGlQc>8;54(x;pfwQlK`m<%SOlw|4Y5QYdGLKlDU%fibL3uB|Dpn@5@
z>liH#D{i`#-2(SsFD-{y$rog*^G)pAeHoH*v7mhqp-L{KiEQdw9D3}&xRN8LVb*Wy
z<Hu_+Pqx}z_r!sNsT!eoX^m1JdM$n%-X$txQalX{d^lr`_~2KFi?bs>5N^%z)qLFJ
z>RO(%g*nbp8}LNQE|wKu|397K|F1bH$h9uBa$^cPe)v*w;2$Dx#l{wq)D*%*oJV3O
zvOOpWpp1d-*BhsI6!>-DWMW`(tqySex!Wr#SSGhkL*Qy-ko3z;UA*1{_cxKl#fsaI
z@%(4PIr2*ACFM90EeM5lFKevSFVD~fRs54p*fmZBibp?cDeJxvC*#`Yd$kmWip0@b
zIvz)}XYXBEmbfBv^GcK!{QPvg)CXeZkV&D>o{di!?O#1A#Fz3a)k@PItJm?FKNrQ?
z_$S;Ei7H2Qs}X|2P+mUWM~Z~)R|7+Rb`)cHI=I6OO5ZW}w@u#rUL;BGkF450O8a@P
zi4c_1y$_+5>D>l7l%(-OTX6)wME9G<@Yfj5w&cd|)xP@EXyjB!#+RaMtBGItu5hh-
zYAGQ_UPm*v>WrVRMtDUQCmYGn=j{f0YGBM&|K%M`ujcEeq$l)K9eTh6&Ze|dj#4X6
z^Vl`aM9$BOf0YR`<<=*xm3|q@a<(clo}Q7m@9b1MKd+^?ccFJ+d^{CcL4b~A2uD(5
z({J#ifucoOv#;=7nj@6P#fjZQq1d%w4jF~2WUd$Bf61+@3%9Q-lj)MJ{Osg4v_C+3
zI7hNEM-UKH4<{w$NlRui$`vf}I(@}FVxvAy<E_qfzwn||i99m8M#Pd(aXA?bLjY#+
zWGtr-gz;tjeglk?y1^4T7azl!SEx~~TzKa<aOK6L8sTtYRtBoVRp{kP6?e>qJmF)T
zgzF7NM%SYnCgdZXsH1V?ENx1^WFRlmJv^$Badhg6Wy2|@t!Nu1A}+QR(}JkLeQz;u
zgb_^Jm)WsR4|k4}M5UdyW4+_G!0c1XGNqeWBo#9~(9(Y4k*8jjsn_)tkbSZ<Cc}_@
zM%AsL{Y~#R_$rHd;$>&q=rVol2;66}e{quZy_Ok<d7k&pH9y!LFTg~wghD?}?Q<<I
z3`g^U_MBq1_wZcY3LLQKSBAamXDBqS>0BYNL%xTWT^LIL$tLtdn|7-n#dIdw7=!WZ
zErwOHrI3Xxso&g+ZCT?l){0(YPN`T45*4HfCPluK41HcHuHEVHVEVB@D+AtX2yR^5
zaAK)TKTp%dKQ6_;`5P%S5iQGb(3|Ew4X|Q#c!P;@<MH1!?WVW}^aY?34VKGkw|~-I
z+9<@lBOL(nZBsG2O=8CHZUn(dfOY{X3>W$*ErO%d(I3=+pcQl#gj7}?00)ca6qs(4
ze85>8;t<6=kDbevUU_e-%3n;myw_0Ag4LAT_v@)`r5m6?)+Tm%o&95vlE~|Y%e-OS
z09J2!6x?vk<sWbMZu_kUp0oG|uGQl#uiei*Q)(rjd$WJqhY~$wohqvl<H~GTyQsUk
zo3#MQBAKKaUz<n<+5Uh6WfYh&DS_-t{b7Lm%;JGYU?muSe|!62QI8Xmhq0)ggDK0r
zBO{wGT%2T4Nl&C&-Bt$&1|V;(nYua$taigIET7=)?q0KRYcYqInQ0fI6#~ooXywE!
zc3^_Mn8+@__;s-+p$p7@MqAJ}BBw}od2pkk9BU`P7&5zxl_KT*`YkFRoboYM!gcv}
zkC4mmH0bZ;O(R7NhJ~xHMGQqK!{6zGqjAq=x`tn?uLCK<3Hu;1m@Pr#-t&*zr=eF@
z0r!6#IQh|4iQ102Ikj<T7Zc$rfdI8PT@1tn`D7;iWcRudn?N)w9L(cb0(o?&MaiGd
z{&SN@#O{c3pB9oAYxWy-i$SUm!~^t$AaUmrwU-Bmma3)<RTnI~v+^)MAj|V`&gCqe
zBI}$$O1h5>?>8U<#|!G|^-lSLK&_I5B0(a_75&#vZu`%u`l^d@8?J^+#o37OxS0QP
z`#LQ6nd4FFV}J3Gbyu%hjRKJi`n5cNf<SBiR*`)LlZ+NH%acgbU7^`dWrO5aDJ3ok
zQ-qcn#@Gc!Q2(@ve#;bN#FIqIC&l}<)5%0Dmi<+)GUqZfte`lTR}MX$3Ph4i?y+xO
zZdp!+b@keBQEO{CSE=F2GOwBrH*z$+NMke|4n=LXcIPQoF-)`u6s^f6#}BEm<QBBD
zVbaAKI&iTp`}uht?0uN#&VrIyVWv)noorIY(G*d`Mh%~*x&9>CWo)`~CdvQ1w_8kp
zkr)?Nz8EX+#>9wA|NHMYa4nbu+KK}VQshUH2XmVQe<{;^(Jin)J#HYMO)!z(a4r3p
zx$@R4M$w*lMZKY=R<dq-@Fw9wot(3q@8UJh-S(TOku`lCf?H{iHEWal*KZ#fG(0^$
zD_Xlw<@;<3sMd?TrDP+>H{AB^!zJpwuW$cP$-E-2@BTj_Qx*_18-DlI-cWjHIHp20
zO_i0E_TxSZ4^WP0H>Hoi%yB$n+y}$3dkdaju2@H|-)xT=e`aTcV(KQ?TgmHfgQ79(
z!{JiV(c&j08zN2AU0hnCrA`%F8<h2_Z0Do6S-K)%8nO{68*4|Q9t@hr{tWO(E#)jV
zH&=g29_|yme?kD~xMzHO|K+MCA?VX5y5-<$&^O}k)vEj$fO1ju^z5{4*`4Uw!2SiE
zH%m0K*JhNV_#mNUyL2FTM}fp#Ve+<ZXR@G4Jy*n&s%D@G)x>$J!>9Q!D;DOWQb>Ap
zf|2^cVIHua^2zK{w@&f;sXK(zxtWJdrA8F|A|^dZjY60Y$1q5Th`nReYZH6VKtP%j
zcRZ#@O1Ty{D&K&871-$rCc~cE^y4103vN7@q1nw0^eea0!zP~S0=PUy$~`m#BY7>h
z|0^h@cxY_RQ83><pWTBz1PEl*X?BW)n8d9KpG+;0_!T2OuJbLw0h=WMa6Bw5N@X6a
z&mSNPu-2yB>S?Ii1k-Kj>^b8fpx9A@asfXpbANaL>dhWVJ|N-spKrGpan_t@MOty!
zMAdO0Al~PXZoeUku0Yd5cPA+xndZ;V*B~P0_wOUMXlTEIB<@;StdNTm_a9E>aU{Tt
zZy979fTAa0_qsv}*yc)KzVF?hn(}panXiuyyI8C&WJ&6J5`&3SjAm>d$Z;j+<=eWx
zHvi+`Wegeypt)dHy7vK0jGVwnKsr)MJss~p>M4;Z6q70E$A*B1r$L0?N&=EhyZEUl
zU91;zg>g#b5joev+7G~yW|uTYcwb&Tx>JbDcZ{qa*~$1u51ObSCl0r+N!(S(hSOzB
zhVU|;{>DZNNXsjbc29@(|D+oQBH!p?vGYL9R>qaxvp*b*F@r_|=Y|aP{p2^ZM>7D0
zOASyUkcJTlu$1BF;jBMicRg+)$h1<OZ<m=;M8od2WO+N7PnCNxm`BLbu^&7A`zQ$G
z_5m?{aTLY^#}L-QMZ3KYR$MLS0_|h+aAF<-uVr;T?Ua3oyIBN9`yj_5ce+)WZvsvM
z36o-L?FQ*&BuxeTOi)<jc>JRFgE44{#sCJ|udBPb(?zOuJyJ(!`J^E7Vm{?J-6I>?
zAi}+MOF|ODk(1Wlt9yWS$&^cV9V;L5wnxek06{7CWM=1uuG6y?7!&drD&u<xG}n}g
z0+zo1+28)gUwe)g>@Zx7iN`W)XNX?nU*mMOd$$Y2Nr;XM9mNB`<}Ca!igX+Jx%^{s
zdz*;4JM}gUH$4-5sY~?n#W`vG^pqBnRN_sf&hDa)vt#v-H{CExJU8kLu22veT+{+<
zL@MH-bh^o6g(-ex6fs_coXL>=$$|Y;rH0!y{c{LeeVJMs-9DF}bL19o!@Hs;*(kNc
zT?5`1ZKPhqij>7XnCQ6P74NvU@C%q^@ShqzrsMC}r=yWy7#raCQctp1c<z(Ajnemg
zvbnKu&PJJEc}RXj)3DVTMXeR{hyk68CxHUJf|6W_qcik~Y=m}sb-_BG;~2p^FG|61
zJ?-=u&di4Dv;_Arys>P0f5r?L5Z+2rA`0K1vHNM-NQxuy<nZiy%+)RU(_7~e9zc=y
zbb{Bl?v4+*p4fSOv)#<O3efMga5dT%U;at&moHvD8yTSZvBoGhb~aC{JdDNtojpu^
z%3CO7sc_UFf5)VqeiUZm>%}EhU&W1>Da1qQQQ&FxB2eq{^4Z}gX3KB+13G$S#g=Mi
zI0v3tMY33w7i0fPYoLHqnv56%c6q~0j21+7uGrA6+-g1XI?btptz$!nL{od>PP+kb
zg!V@L6ZS7i3Yc`>pDT`09klegP)b6yQB$fmqX7>d`$z!-A!!XUQx|G(e^g1DAX1UU
zo|#$osZ(P#p-=MXh%;=aWN5t6gf!Q9n^6fkFE=#@*K?V97|!VxF4yqGM$^aw3n~~}
zM+AmoWIOskLKYa9=*)Jg-2|SoPctP4UuH~L4;9c`1pRHaO~oIh$us+jDa%V#;Cr32
z@<EQ&t}fWP!&e5n_J%-9>Rwv#bbp%*L8FMAGI$|ALyzF*L!{6^AE~G|4U<V@Ey**q
zOqo3l_D72{XgtZ_wk#Gj25BvrB(LNkLnTcZ^+Ns;WLCmcF|CgIu*9(DtoDt%ugI0P
zDA6ys?T4zL`-;V{vs=RD!!QT5y#GwK2{&c3FmtJ~U5d)IUiY*3{4i%&vpkrknz?)F
zNyA)h!_pTN{y3lw-1cTWt0I>tQDC&IFOM-*8@Z9Wm#e4iy%gFWdy`D4&D5)yAD;WC
zi`Fh(vQr^m>aIIhw@$pr9ajgbT%M&55=>^-9(qFqZ}tcvoaof16E_E>Z!UlLWJ6L5
zl*kASf4z0zi9gkrk&N|&ydu_Zek)t7i%+-Afxipn#2mP+=lwWY)G5c|^}{qE3mA-g
zJN?IJ(JY)^4@Y+tg2_OXQYYxA<<3N{Y`w^zM@nKu#q)FLinv&ehrwl+EbbJT1pk`|
z|9dLcg^(UB77nBAeg=1u(vy;+N08fXlfTD_#m_~ZtpAz48DvU1nTkm+IF?{>B%*!P
z9)yB6b#^!Rr=iS5)F<f1N`@#F7uR#%0{5->Rv6Ut%e(79pZNJ1Z8G+WmNcHZ(t)dr
zxtsw(c^y0ib*&C)hl|(Qg1$Et%H$cuB2gTde#tdj)P&R<$waDnP2}*DNtmv}v1X`C
zdT5=C2OIVKHn;{(EcY8Gb6ns3X1C4@71Z%La?-?p?(}R5?DiB{k*;02V};1bZA$_B
zKF1VemW^6Xa1gB)CaylS2SRb-aA?eE36~o3+iutPah1{0ctdtdc*^L)@=^EsDe3lC
zhM6_>%$6@af&v!oIKf}G+WiQByJ4cEp{w$`iWIzIx8Yv;+a6@a#+u@4ea_gXyoOS|
z>oR*e;H-G~b>*@3mV!9V52JEEf~Z!^yzOhI)i+z~QntatN12_Ar6$s(f=rezkE^AJ
zM<o?U$GKyXg<IlCYXHn-ta6j<`o>RI?MB6i?km%q52TCUoo#`e{{8BW-)48li%5N@
z!`$c@wSrxk3_|R_a0$N4U4B(PX~j0TL5=oQ4p}m$S3$X#PL)!*v}>PD0vH3*O%=uP
zZgk-s4M0Mxq99TD%AcLDg$>dl_jV7DKAZ9}94T1s<B_>D(oXRdw$r{c?~2G1lq0;>
z_eefB&6qb!+q*p;Ix4mA)Wt~u>61+Td$!UMGj{k_j*s+X+3QzVBm_bv{3&^CI^q$m
z0{DB!tcj)SgUNFlJCJVaF<ZjY@c%#<^artiLuvS`Cr+rG1~g7N$Y-uc$S77X4|*tO
z=pljAit|wVcfFj8JDb0s^ae)N5--@vMi3-LyB+(w*a*|Zt(&1{s_MZq?xIqw_=TcE
zI5cqpaEM1mJbU7B(KT{-GDEvOA7=X$%z7XdTl<sB*@gWcWLlEA{8*T&%RD8NsX-6V
zO<PCpXE)PmzbJp(N*fufkRe+7hN4OKEY6b*Wam}ZKGEy&?O=av5_t|+%27g*g(DP`
z=vyuP)8_Ion<kLjFSYqhem+V*Xx2_nJE?pUk52v%B>4Dy$1o^gjR5B}rZ5TiMO-+`
z8l1c!qMNN&|EvBdxO+}(Etv~TpLNpsdl5y7VoI8s@Vk@@iUe_)qhM)l+5%I3mYISZ
z;#Ki5`eS(+w&BEEREa3k75}!q>+iF<QDh~?Appgfc{B7I*F}1^O%<KL%=D||4<$G>
zFK(@4_h=(@&Z6-;aY+M^v9{w9Q69YF>8Mh;y;{QY%QNaTTY`-UaR>#PxDq-;&uf*x
z-(zp3k5oZoWne1@1YQ=qQ9;^gZv7F@*L-p)7bbCv<e|VDiz`$~2KqpI%0Meq|M<Sy
zF>8b56N7x0_d2NO75bO9Z6bgJHq~!DPDp??i|WVVQDuM7;`2ZT8xY~7J&X0AwLoNv
zkfft7g(sg;0T@GIw0b-o<d%+t>F{QQ%D6EoiZd>)J!e1OHrjDl%-K%yq2TGYy;F}m
zt4ZfA1j-317}+0qiR5-Yn<kgBuU|9v9zInJ5NPNT!Xc5Wqm*L=p^foAQSpiE{qcg#
ziWkuzSE6Y{lQ1O<)?wFgJV)>UnkRrfeif+Fb#QIQziriHj$B;K6M^G=xUBTJtmCni
z|Na=<`7MWXY=h-Ig}&ut`gR!zvaGwTBt-%&7jSLyK2gWv{f5j`P5)&$2lN@kYced-
zIS-j`%~Tq!Y$}LI^W~I%6cxyW5K}h_di+!Lff<g0#7P7Sr=gn{Kc+&4Kv&E<x!5i_
z)q5FJZxk>CY(?QqDR9UWayKO0GxdG51EFhnaqMAg0xQkf*sO`$=legYy4nV62cfwU
z+Xo>p<zd?k#(Re+9h`-i2kBDG$^Zhmgv*{AnSx0F2>drZ2!u7@Rn4$ASk_QA#8y~b
ztezn!&n+3Hm%0k0Vu9na-HobI43N=6vtQT>Za|#Rui}!otJb8rUdD?ktvUY2^%POO
zN>jXQr^r_+9M>MD>46G+kMc;oCrHT=u217OMC%I}M4-iI7U89rIGGd}8}p4JZA-$*
z(m}%t=*UPki<DHGP-+l{N21TuL>)_t)lTHaxS>DAZ(H@es<g~rE_*fvh{&ckNj%^a
zHM&ZOd*d0CSJWqGMb&`{?x$?pqd7X-b=(O0j88rJC=3Z82L$tnoxqq_M7)!L(x-Rt
zrQ$jGvK-UC{w@6yXD818#p(<IzrGu{^4OW<EYj9FbWAB?LtutdzZ5*g%PicA?af<Y
z`}1UP^X4azqF^snW0J`+my1j5$&Q0><GpaIi)Ugykacl+9@YNpP-M2o&_L>gT!{OF
z$c{D3?9bO<jke!s8Ne~6*oK;0W>r|V#yumL14w=`U@YTFy=k6W>J_An`^MyjzyS5U
zI`RD;-JM*uwS(>oBDiac(Q=#J#A3l|NOvE7)4^#G1z9P0<+Xs00&(0>bC7SJpYN~Z
zX15~9*(h18U|hzy2$XVPm>P-70Ev8u%k>L7YwEz>AL@69d94Wh|3Dqi(fBYTL!lbc
z#h=30PGLNQt^a{|*W|=Q1Logtu>8$C8RPr?x4Qr85pP2$^HT=!wW;|O()thDO=gss
zCe9ohTNv?PEB``^4Unk;>#I;o7%)Ru;B12X;V`xoem+OSB0bzkiri*tdkd9!D@k8=
zPi}_-2sZMpv5_)+dQGE>Arrf4f@(N+!M9*v8t~Fj7Vz*j-JK`nyibdS-3n_D@oTV9
z^=BL%HJNuF#d`2u7AIW1EOFplkeB2{Us#+{BuP*G92ml{Ze53Tk48%_gl$Mkla0oQ
z8a*5q>RWtx&Y8<K8Y%%wkvE*PI%C8v`aC5W^K`qM(_UFbX-gv`<B(K`zav2sH_Qeb
zODRU6bAa^tVnp-zb4-a>-W<GQKj1W1)#jLX0t7geed+UaX*TRjc3}mGUw7mwzjc=<
z@fk!D<y{hfr3KXdN#IUpA&hMaLzi;N5-1IW0wP^9?lb<?#ebpk%$U?Hdte;HIQh34
zMGpUZZqxv%E-|VGQyodHg?14;3O-n`X~VM+TSi;+J3mmb&cy`OxyHmkkx1r#fB!&B
zi}1L=rYeocQV+rT>Z(*Mf)RCekMDw0jA++Myhc<pWgDaho^!WSKYcB{FXeIq$HaVI
zT`Z6FqR|fGh2v{-_zxp64SXhr8o?`S(z8F`08=E=<fYCUBR;Enis+1<wmc?9YeS~>
zGO((}rzibzuEY#Fz{jKj1UddZA?Dzq5Lr`3ws5@O0cYte?Q{}ixd*AYQ<ssDP~4v!
z(OmrPXblcB?H=K^A=D@LQghmJiiW*dR^N^S{<%51T^X5y=^llvWX%7}ovXeWTd84l
zvOtG)9s#cfT?*jz3=S08VqK9+1qS(C3&XYJ#ts+>E>74vCs4b}yjLU+DwKeeiUdE?
z0p4O-m7CZ0mjw(7A8GrEF(LrRkq<Gx^-ByFd32XjDelUZ9Xk9Er1<eNy!_eGQtFNu
z>8qL{3U?<|ri;l95(=_Y*M{M|KH|*eA+L~h^mM5Fnwcrpd8-0At*>8=2+kYHm>H#|
zkV7-s1e+Vs@hZKUqxuI;)~10n+pnMc(Jz_inzuUhoiY}E1t$z)^C7(m>$@E?od;KE
zyy(@WZ==VdFO^u7*Lb{>qiRFSQjWZAykkJbvsU`Fa%|CH&OxPC+z**W9GY4u^(b_k
z?_m}gl}mBb-_!)dKjw2mQ~Jh#C>s*4c#3Ov7kRfetO#af$T0k5uqlpYzPvox1=SLd
zQVH_#iDJ80lX`d^-+L;NBw}ZtlFXCvOakqt=973Rt@$v&v2=H-CUqT87uol_gn)3_
z*Fyvb&SpiI7-I*D3Ns)khop|S+NGhXk@W>MIqNj0D?jA@M@*WDlEq|n)gF`<=?D*-
z+(Tb1#8%VVp8n6-{_P17D4(CGJQE1!AY-7C%I|5XYx;8@j&j9J9Bi8Xd~L$7aGHt}
z<!6&bOuRPWM=z1xi`yp;z+qMS7<*OQ2}`#?*Ti7f&rgAvtg6R_vU^u^cgd%ZuY5eO
zV*uyi?CC+?rcH>ZH5JBV#(*op7#`X=n!DXi)Yc)8x_NKbwpG_tvo~(p2)xSgENyc1
zmgD9kG0?}1{EGd_!%sjwtBLRY)a)dwq!g0n(=GKSnpK8A!_Pnz2uzV;-ohs@d0$f#
z=tR}uDH?8%wClSih;G~U8YnT~>;H8^e0#qEgM^3M%Spy4T^9itS0r%X01}ZDBvXce
z@@Gep-20pnlE{3Yo7+owvK|aW`G39Ckk~k6W>-h$#5OqcIIvsxNgT^Xo9rc%MN`|&
zzumLaz-dwz-S+F}I^B`a(7ob9F<|50<hpE%fb31q3(@s08}M}z@V;^~Ii)}N0O5oc
zh+3artg?cQd#rB)zv_@gDC*67x4U{JIW!6RN=*P5I=ax)6}+X6@MRslxCN4x$V{;R
zNm`s{8o7>(=IzVCusn@^o|JV>GVV-JtvZl0`d_ZZ)ovAk9%W3g>sn?C0aREq?CblW
z5YCiuf=`sbg^G8}npetzS^l?6K}wt9%;dXEq+{t~MNLiv43D}*B)TpM1(%t9ZxTo<
z5<9NuxNtK1W5p|K5=0=?>fc8x=9(pQGWKVNhKdhejKP*-UG5}UyUv8FB@S5x$NBmv
z4kBh=^M<1rlQf$D$$2+$VA{AmEEXx!ZyZJ!!h-xS7b$cwb0thXLNv&1w0gVEnZRD8
zHh{7gsu|9$zEtF&7?a#)ME0*uyT4ETJ?ZWLN7Y$Hwbiv<J4hio1PT<F;8LVOp|}V4
z;<OZZg1fuByE_zj3$Df8rAX1Dg+5>Uj{oF8%2CG1$X;vjz2-gVykP!VVQo@weska}
zkTMR%JDO<Pj0fLBFjD*j&|Pe68-B`lmq(a!I<x4a5EVW0xH+t393XJDr&Pun<xlti
z2u>&q`+WDiXZC%3uGxI5R;~vEV-XsXJ$JPLWrBgAkI^pn=)2gikveyu0)`~7OW)6z
z_fCNH_~ZQL<+@_QeA~0-yx@<34}X0*>f=T36eo=sdt4uYQh2gIE;d~{f4={5e-qlU
z!R@^IB5>->FA0Ma&xZjBu4Mhz?s0~y$Uz=a4&8e=o$on;`JvqLVxQvPqmbU>HGLK2
zj50pAJo&@_M#-uSk6j!oDugL=w6O#bf3CA{mo)fD2#D)3Zd4aG`98)iI;!;smZ<_s
zH+<bI<GonDR`6Ng`GU>c>-NU1zT*R#vf*OU*KD2$V}Aw7B>MC$4W)M~4Hf5orV8rN
ziw(^F{+Nq2^xZ9zvNW9t1w|=Q@0_|zdL~Fa$Z~Fn6U{Wa1LrzWf4{+yFN<HqZJ?Mw
zRUFl|z*5FS8*p>bAXyxbVTMjcga8K4nk(iATa_tiR?M4`jc0JAFiDLrte~uLiO$U;
zOmmm?yi5GBBaA*b99IR-QIcSjiQ8x;`y6w2s$sHQLG1H!5^>J36rO)Ae=rrU_SgI}
zflM@~RicpIUZs}WoIS3)pj8N=Q!0WUBth+bPK*6*cZ{~yEPc(00fcxyv+HJ(dSa>O
zA$!V+1&;hr7SToV4>;vd5`;J`*hXVRU4^nVW|D-13P$7LtK-AO5W~0ZubV!e??K5y
z^P}E(!Q)~L<gAp-Mx^?E9FBR|7k|4;STh<;6eXXyiI|~4HF|k1%?TBDbj{`qss7oZ
zUd_Ibx6G#V`{mpcZjNXcQyh%BKg*L@)ezouX*&S;S&PUr_<N(4I$$TR2sJ)`V|r_f
zNKX)DsVKJ<16qZHSz3y+QngyC$-UfX%1ai<;1o<-!BzF*YC4MyCQEH$I&i$vHKL5F
zduT6a3G756@&t5B$22C_M+Xi>fY^*`o~wyryRyOuR6+ZiD<39*C#A%%I-h|@Ge!2K
z`ZTNS5rg6}K(9`S`{<ZDOi7%^iA~tQBTAUWFRLRe5m?;5Yo@re67>I`DLr~Mn`*wf
zeu(>`TPjo=u>{te=uNn<^^3d0GGMS(4-Q#`K$!nD*lhwAN_D{ZtFEZ51C!&LDKq{W
z?NO;s6)X}VB@iYxIelC)Y#?>!)~k?N2;H}eHe@VU?@2xJjlTl5pZZsP1&O$vdpouG
zpdHy@1!Mq-Vf?#!KH((6JP<RbINn%C1K!a1@nUA1nG#Z*$g}@|e-YI0ae!+_{f#f?
zYML#8O|CMLNHM)s(<G6I-U2!;LRP{7fF~OAMIFRr(U_5O9K3p2UOk5MaV3KUfxM`-
zKNl_a=jg@oM(XT4!9S_Rfexs8w#{Artpj+y@11pdNMYgg9VqQMI5Dc2j1&}Mhu0jB
zG`maBBf>On)+Q)D`U&FsQW1U=$F2UySP>d&ZOg}H?S)*xCB|J3#HHw|!p+SgkYqXg
z&RJcZ9!w>_0X11d0q@tv>CdvTH+Z|_#27GB(_dxme#xev3UBeNuVc7&d5<D@R7BG1
zvRSo|$wjms*uFWo-8_mOJAAs!LYRaGetqjNJ4c}*&r^NW7gskjRfmTN7t>7C194_1
zvRS1A`95Jex6&RL>4M>%&+xnb(g$I~9!@fT)0vR2-Qwn*2;g!}lY7k9@T-Tcm#>Fn
zG55DUG5c3rG~gTsiQp*nGB5<0MVrF3+xrWE2)d<w`m0){Me1Ctv=7hvFrMNPSv6ja
zndD}1d-HCMU1cKKiZ0?wo$X736a*c>NCd_m$9l}>Y+PBRn3^j*0FY%@nhA;WE%+nQ
z)pWV$nNh+I6_!0qw@SPE6gJWHiaZL>a96tIxFEBB1X>O|^hAqJv7#;=4ul$&9XzR2
zWpCiBIEB*)EEvqzJFQJzz09@N^z1FZx|*RR8JE(&(@AE!Y$Gn6yAd*#>BlVXd*}+c
z*8f88I=%Y1Sr%Cq-1oK0xB-W%B?aBC{1I6`-2SM^_X!r-q#uuXo1>8|TP7-b%?X+G
z9|aHu+9b+9*m2uQXAUzasvTJMks5vW)%Ci3$9!UyAW)hfn8fUS5Pj-`kX=8^VJn8S
zCutlNIAW-LeD^q#ex(0kZ*MPjVV#d=9UX)?>!CO1x&R;nY=(Xy+=2ms-M`RIps+;1
zk;}>QY>2MSg}l=ZISEPpU#v#!<t>++5ET^wKNU{xe*lz6$-){Ae!FkC(Z(AJN+C<B
ztcT-4B0{d#y^P~EB103qt;>GZ8cgCx6Y|!aY(DSAU)CL`iawFCm4^#|p7iC@-e5=e
z@(L3IJpBAD3rdavnXGe2eqY*T*E>1v@;W;giJI)MkF$EG*1+XrkIf_}>s+c|L7b>Y
zpa27Clq3RDI3DDaO>uV74~i?*N+u`OB4{-!u9E%pwbR%yp|GFGp8o;P%XB+*Dd4_n
zIYsd+2erd7U?todiP#GY0Fx$^^quvrsu9;t!FRa4l?aNwZ13X8*IX0p<eU1$cJ@KX
zl4gfXl=HXwC-fm=Ag%~5Q&0PF=HtD`<nhRmx76sW;u?yzO8x-p81u!8gMDt?egO{5
z^+!AVxj)3tLm^4lVePE)Ryv_wE#Z0ckG=^@1Qns`rW~^*{a7}lQHJmRSjP|T%H=oq
z+#<N(!)I$RV8DdN9YKOQbf(JV*HuJGaVk~;X>ZwKu~t~AmFcD-MZ0xt|0P{Z0R8iW
zj27ppoaeORcAI+@IvSy@@!toMvt4&jTz`ou{E{H=`&O7VO<@Dmq`}H3q>F{Psdn4&
z+C4cz-VCSHQ@T-ckVXmH7fa}y!Bor{r+fxIZXC4&i*FEiDgXk#g6X?QkL*PQ&FZv|
z{y6w#Jcnf-M~#9Ib;$cSFv)`u+KXGct({_ODP4rdu(;I6(K16i-F7Cl<o0<{z|ZUh
z)OPd5>{HzzKb0+dR!WU6D+e7Q<5H|JX35j25O&?pDuq^M7v?YMQ6Mx^{gKQvRs>ER
z2#ebHa>K)w)aB7M)=To7Rkoz?)h4S2m^^ue4<EY8VCK^4E)AJEYhQLq*xU7wr|zws
z$-4vb-aW{mFM~=Zz;;~h?D8UT^Ax(ON+!tUK}p5buLs*;g<a?CYyOBT9zh6xQWmyh
ztDiVzwN!nanc+i3)fZ_gf=S8m-``{lsKujE#cQ{*Avfbc$^-0eh1^H#I&t7;;?Ne~
ztDukRN881Vo30YK!DP+wm@m#vEkj52jc`e#AlLqo+*EC?eNXSGholt*D(YDMu{;D$
z&gDLy?Hxu=!JoUF<9C=;e*3+=AW}}0u6s)aC*?P9SQdz19Cx?d$5(fYngEmE`Q{Lh
zpd*|F<?;DtQk#*=>B=osjDQaP@ag%=T|5zk^B=y3`ATw#s%MylZtLI3<fWsZz`<zQ
zXqs+R;Q1z4+m>%Rr9;$lC!$2sU+6fS7f1tP5bg*TWgSUyM=-{rx!M>z#+oU~eAwCs
z2FG?T#^)<N92ec-K2~LmNH3oh%Y}4qK9J_&2-mB9ggu(a&v!Z7o0L!){Pj~V)+s5?
z(Nkwm%v39z&W0AC5g}zpVU{aZs>Os%SQFNF(YL<M%y2H(5=FJ-7e%uGY^0FOTg0PR
zv$>zU)4x#+9wpC2-68}rEHDZVrFyqV#Rs^`I<`ag_kE;WTm<=VcN*0Tk2eBQ{j+OC
z{8HPpkwS{U+6ojfme+jUn#k11HI`L*5j{k)M${eVL)gHU+6)=a{_S^M%x}&}HwZXX
z8k0SO)RW6&kd6q9z*mL=J@I!9a(t`wdV~OlEce(S?~BSZ`jAeuCUIEdw%hMJ&6HYM
zHXhosIws~4sfC2{@aU{JpO9dF#$6?4;3~K$GF`MC8<<LJ1Cs$)mX}xNc0@*0W$>6h
zB-<dYB1smb05CAPC6km)L4_quk`;2Q&_elkKBvXkYdl$j*oF#gB&m+Gb=bgMPlco4
zhZkCQeXbB>On!+Qip<Nl8~6p~ziW8tiFx+WF;+Bt8sNZL{uf9gx%|;%An5i=2*(cq
z?8}sbHiQI`Me4lZnH|;S_<idq7hVzU4pERS+4jITrSGdK99}DhMEZLPFX|KFag%cL
zr`E9=pt`SEdVu*W$)?~W!5`WSN?*r~f?y_;1JARWX?kk^FJuXaJ!J!AgYc6Dy$=5M
zJmhley3k)c^ytC$uK}`t5sby*DW`^9atwo)AIC*POAW}Va!t5e2#WWCVr~jKe}j9f
zl;P>opNMFvf+63V|1{=x`VD@(u#WWB&A~rOPA;$(M+|7|8e`$tv>!_Lmx{zLWB3%-
zrW{^UYeytFt5MAwktnD6{^J`(-UJVHHRlTgP${*7xH1c)8&#{aQ8JC(p@QV96A`<y
zU5dPpcmPtS?6Dd9FiWQga_o7RjF>?)n*R>@jDA=ecg>O>Xjk6|lbJa+bIlok!&hWv
z!5ltIr7#w?E)Pum%h<=10|zBejtp9CI!trIEc#P4-k1~)3M3cL$Vp(fhq-(WyN-r6
zOqs<bi2$$3g4X5ESr)1$A&P9G?;?X(-^%5b1F97?GyE+g9A0(>*LTzBH64~_7CCcb
z8spIFo72D{D|$}8p5EO*I+w3_X_=VwLMEkYX;oR1Wh-U>j*2fPTAHzk(3#F$^u1|n
z|6Zm(sgZGW1j$SkFHwYu_mj<)3VRpo?wrSkO1g!pk$t*FmDu<A^UIOuBRo5c>k-xc
z`wD6MWp6w<4Jm$nIVo8$<aQAZ7mwn=!5?YU!)3qSnYrf@=l>DzZ&~OG{%tG#rF#C)
ze8R&Tj?_P&9-qR<?s1xG&Oa?m44L?!09Ejz7<ZXS#Gu`1m^um%JyDDm!(Ggv6`m%K
z>6#po;)OT)N{GE7trh0WxOjTpqWh<IiS4)_mJz@e1eHvcq(*m73*-1T%j>%{*;F74
zDjrcn|7WV0FHy+C4d{u(8+ij)pRLOh?k%sG>fvAcZpSvE3_r%h#khCKX8&vR3?8Dp
z;HR9UHReIx#P6H^j6*a0BCu1{Pe@HnE-I{|4)>k;9wJ%KYtumET}ULL*hS011Yt3@
z%QDorkw6czb)}A%{85j%xH?@irCayo#d)f*1HqAz8-J?JUlVn8;%Hr4)Lg)Ls_ykY
zzxUbfV#~|PxZT|rg@N>Fi2KWRdY$=IXQ+r({rK_N1-o2jX>~@a@uJt|!sx^_YQeuO
zlxFH;^2>b6E-9H*`!SN+Ny8B#vo3c})^9AyWHM!`p;cPK9oE2+gg{w-TvcQq$xw5_
zk^F~aoaBh4<Ot~8XD;JF+<3ASCLK`#@0A9kLAOPAGit7i%c2>FKF8i$QAUaZ2zs_u
zb{kXLGFP*$8g?vY*}_z5VNs4cPZG1__ZD{atd0yz<TPfXg@A&Cp`!k)ijTJ73hcLn
z#fs(Whl?K?RAd<;<MHBZKv(2;M-o2by@AsD-GzC?3X5@tA%_0|EGlZJ=*_S+H6+}_
zF`QD`yGf}YGOxdf6*0rpW#w1*Pi%6vl`giD;~BlNRttsL5%LdoWr-@OvMv6S9O9%%
zU8aNp2VJ)u1TN><8Mxu8A1=F&(WCe~tC0pB*WIjJ8|~vJ9=-z8yVp}Ydutu>ko7N5
zuRfcHv20!Mmboj!SK4<lT{pil?pz&d6z&pK&j7>P55>X*r<$Yi0{htrwmowECLDmX
z)co>6gmkKCWe9}UQ?w)1J@X9&#-Q-`YQCEzQ6VkAefAC(qV^}cJ@cDG7ejSMo5oH8
zxLr}4N4l$GjoM<Tf3Gk>lt6G`=Ox8`I4g?=fB{PT6_g0y?%dU+rI3>YZ73!orx?~=
zxLa6nxWI#U*e1I06v?J1e(<0}D;6q3n;#01TMM~j71(IhUF_X7PD#AGOh{yLe)-iA
zP~!yo=%XnUyBqr@vhzIyC8RC#7n^tFqFDWp1IN=(Wfw%Il{hb)s}qzr*dzY|%65DH
z#<bn@{|7MGr+jLHiQHZ|8}Bp4`YmgZ{I%u8dHIt=-1aM*;X>j4pKi)0Tcfv~ntz?{
z;~xLm_$_b(g=@DNsRDU0zDmM(9b7I7eR*NKzW%y|t0b-pX4ix+(V-F6x8w=AbqSEW
zENA}P&g<H#KpL|?hd({C@GV9SH>)um@50lcR&MjZ?_O?r8l1|ytT+By6;yKew;yS!
zMg83B^iHaoC30$9KW+E@`W+!^e&o{m*NAbH<ju6lahegiDkmV&aPSx;hAfc{45;<E
zbB6yO;vcvNC4)V`uI^4}XUPI4o0O0MwA{KR;A5gE8UT{4HdVAq8ZiX|9x|>qXld)&
z>vxMqu_(#KFOWE(zuP-(_^QF}ld}^)Tt`Hx{i{190qN|1)f>Y@mXCJ{10dBev6G<o
z{7lDXRZf3`+SR`lS-bP~Dz?~Ce~EzWmUuFPnE5mRQ0`K0lN1-{`<DX$QzYZ%{RF-Y
z-QJ!ls&e{;%`6w;NreYMsD7`pDl{cH$TS+g9|Bq8f(~*W?sDL-bF#6F`&d}F4<mV<
zneZ9o7$E-20w3ibb;Fm@KhgPdFg}%UU73$k0wnfMH0s|K@ISyd<3wZM5lbR>r-4`4
zp85Hmz$;Y7Xju}u{go`jQ3`=6OtU#2(7T^fRBdDR*`4h!8xd;pJWJ#NY|$fKdNibp
zV?q>YJ<0U}ztfEriQ3V#_uWgON<1&cE;<4{?@QR(``+*|yXiXjl5(&epSZEP+tb|>
z&=Y1a*6ktb4@KE>xC(S>ojEY}JR2kUf{>4U#2~7i42gH4#CsZqE3k27jWIsQV+5>l
z%NmZHi^I{{iBHpleI2_aL)|nOh>YrZR(G?7`{rfprqvH;;P9;}0Ha}PU-YGx9TNe(
znU(cuHOaPnNiwXAGjQgp8=xqq$XojDArJtR?mkI+o2m<X@4|?|fjj~ke8f(|mf3C#
zt&}Sn9dBf0oG67joMe1RemBI&FD9p<jXCfmWClOI0fqkwqJ`;H`=%|s>FI&pDeQ}T
zC}UT$^I0Yuf;u#LJgsa`2lL?vdr>~}i1c6^H?TjR<$5hb{#?h3o1EaMK@^%v$O4lt
za)TTBM0gfx-&;6VwXClKHWzzdF)o`zqk^)T-GZU3(>IlDAuB*(8)2Lt`~HJcU2gjs
zWiSYzjU11SH5doEoe!L9^=b|!0d{%xF?6og+`-E;_}yPnTi05>zs2GrR@7UHap7+$
z9OhHQYsF%RWf7RL<3)J|2-f&(G@dh8$FtOVP3|hBbV?b^QQ7;?0Y0dqffRVwFT(F<
zPJk-XX_S=9<LpZtiZ}d$&h6x@l|=YAnsSJugjaW$ogRY(Y2>aV%D^TW&P$5+K{>J2
zE?UL|Zy-N#&!=$n^sPeZv-7uS9|^I<X=Od=_RQj*F|Z*x9N7v<xeuXE2P#D@%4%O5
zmiB&m7n>2XS}-fQwsCn#`9UQ)C+PN*QCiU<aA-9Ob`^|NcLtIy{8u;{@u?5M<3nsY
zzAaq8L(Dg#xJ7ESH*`4`6Z7Kn>>i#(uV79IR<>Wbz4iwM5+sUe<BAz$*8<z9^9*X-
zsUrD{GblZgF!Fb@UEn2L&MV=Xnp{9cFSE+Tfc$#PQPf8b?lO(?Mj5^Qp`VUuvRN`J
zkr6D4<9;9@k;0f?1iI2r7|90d6Wnte^_#fHm587FXBo4`6t>!lu1<J5+;`U=<wSb2
zsaV_7?H;jcZfeYy#xGa{$47e_I!CA<*6J_FXR*mrtCa$pYQRM35KJ+W;<hU+vd(a!
z9GU|3%6>$q)7pQir*kvzqz9L@^W>`F0-uR`HBrD32m8lD7<7L5u%L=Mcz`6+640rj
z9$_W2qJ!;+9$~Rv^8O<_yiS)ILLIL1DR5G1!zo(jRC-R@A7;jLELhY9Z-m#%Z+b@|
z$Tib@&{ZLjTbbxQZq?3hSxE;9fn*1!e5602n=6h_Lx)g>8cTlgw{gMp;j@o>Uz?jT
z<Ul6!F41&p6oaaRfeKkURn}ag--l$}*+~)R7)!kqt%r)w!lYt-wU7e00UG)Uh@t*<
zq-!+A#<B8m;!ZI!MlsXCK9F?J@^%(vtrw1<%u02eW?RnqJ~trstGoHf;KiEdT_~<t
z@A#IkXh!XYEUn5^LHBeZB81(?(|r<1gVou52|yrgY|TXka;Qnl^C2ZYKT6gQ(aofZ
zxUTv7(7fqKJlb51{W*861S||h`WI~|&n6J1oqb&2gwNBmvh+tH8Nl%}Y83Q1y#p*!
zHh){g%+*hYmYxJntb+mWBNMd&N-3tC9PGl5NbsZ;)DQRe$@=Ur%H*4@FdpGW?^dKm
zhDfmI(lzkkZI4x4bVl9I!^PSQK7&E6Gki=|O$?)o6ERBW6l=$|KfHO6xH+QBh_G{e
zRo2b`MKFqrAJrNMw_8XyS6J&t(E-sQYLVFhq%<l7Tv<S(C;-Ahg^Q?w0A4}J5PbWV
zfzfSQ?8on$Z*`1c;El}BJ=wpPcPU18^XlE!s$v|N?Wp>@WA~HOZFM2>wN$V+uaJf}
z{*9~(hFGwbVf<+IiA+(Ah{X>elW8%9F(-|{w}hv?<}+*im>P?VUW~aFYO{%EMG<Xs
zHRx)AtBeMOd}<+#Cj9VVAysEEYgy3e-x)u*aSTgI@z(zitH9>UPc<FxKB+cXE|qD9
zx%|$9tjyjoScZ0FSa`_-{I&iAD1YxRt5R&XymzzHD83K-Uc{@#|9fKu&3f&AmW|DU
ziwygO=#Bf3tafU1BOO(_P)O}gZuV&V&+GZ_6fesCIvefmbH2c<kj2qrg^KiC7Tu=V
zuf$dij3wmV-d7n;^i@o{@M;@H=P`>6UIT$2Y|_H<UZ}5Gclaki+v3)zX*xVpG-^%a
z%-ST!tRy=iZ@Gr;81~SunsGZ8=nFts)zpk!2encPF9!HtHXnWDcQ4JlX#HpBzX%Ei
zsXF|HyDuWiSkM#LV*?Xabkdu~OG^_Y&}KNTGdLlsNdnHRNoEyJ^z2`MDnpDa%NogZ
z>}btg8P$IgE`I%x(@aL@O7V8;Q>_nC{rA#E_cqJHj$Et(X70C|H6J!td{TZ(HMe9{
z7`I&fo#^i%<47eHucs09(kI&>ZcEUtt7V^;3OmEe-5UH0>mu(L%B3Do{Q0;}Mz6LM
z*#QX)<9O;$)TsE-=6o`d6j3R8I3-&RGx@NQSSDLgm`SMl%Oe|5smruT?5V1hTvji~
z#CSNGNXM?4$^@%`dNEn5KuNU6LB%Tq-)6H}`a#x}#k)<3%K}#LA%;Seym3iV0yuQC
zILC&7*xurXZ+-CB^*PJAvP_g0OM!l!^|pm>Br|2tAFf@w-xJEnqcC+2n%>y9Ohpvx
z(5v6i9zabw4&<pk*d0v~cCLd5v5S=>go1wLzPI&nYNt-vYEw>gr)DeX^mb9>3C@*1
zJ+5$;)$$#cdY?^Ao~Te^jc1<pAm_AwO}SMUk=rnlv8z`@Cw(d1RR4K2HhKNI#H3b@
zE?xCqa3@|AtShK(II~%nQnj-t^gjUSi&hZ}#jt4=yQO=xr+A_SS&Dk1Z8<^^;7vyQ
z2W$SQ&MmHwcWP%10?#M;rKXA+&l%-ROlVocU$Zz&*-O!Nv$)HPqle_&hv=>3Y;1IX
z`3dRu@2@3Sv?p6O1$8a))ZyA3H6c>nqE;AC+`f0*+w(??ua(!fenGuCULq?&Bo?Ww
z3llQ#ARsy5En0%N%4fUWouv)W(qQ&8u<!Wlx8<RieBR}Zg9vrC%r}YNObW!+1xYQ&
z7pH!r2)y*+c^1(w44jXbp2x2f+~kd(%$a}plYb<!DrC)_G905~@knxkijX{014Ro}
znw52J^U3h~EUuBHSgvSaa|Y35EUJG1MKx1b{h_|Z%yE;--$nJuy|7HVK0JoMKq>@I
zNyRaa*T$t-dTjD^I=|Fo&kc)IL#p(i6k<&wS7k29-HE?NKuAX{J8<W-BtFf;z@0^7
z|M<ntSi!iwZH$vL6FRq)E*NC?k(*LB3&0#Y#_9PUaaER{?cEL7v%<-=!c-RVp<!`-
zc=H3f?b}IM2!-8$0CJl(`!e}qW+`#)MD3PZ*`Ca2zN^UjswCE=jLqRCB64BWGR8A{
z6}O{^<^XP(q5aHOyF{+Y$Fto54_)`;>gulX_%J!e2ke={yQd9l`r1xvKsDHj;ZE?$
zYhNAKu=-(K_h?3;LiUZk?x>u&D4k?^{JQ{hW$hh((_eO$_~q_C(1pUnkUe?1WL(s%
z`TThFTCq$qOlYwmncX8+f)SAlZxq<%xI>CJ2vPsMOa(cK5M@Hjh-6%m4yF`Cnf)_5
z_>TgDr2zZlkiJXs4#9+`rrc-M)$-CD^fy*2m`H}xL#v^!bAm}jf{x+Wbo#6FW$c<f
zut<&a2xv*79*3LS1foWnfd9atavkin@<<^^N0qnMd7!X;UQ45dN$P<v9k)L;i+h-A
zlKB%i0EfM^=Vgok@5G9>H<H`v+bTTISR|MHjYwO5U09#vJ6Nqy^oS;me0%cC>rZ-R
zto@oM!nv#B^uof%sz4<7-fSsqxoO0Zko#E?p)mCY3AIx&KR9&ZtlZc5*YWgwxe}H0
zg?w?j^eBGPTUy1?_2E}4pg;oR+T-y%<y32X{kXWtVux+Qotu(M7b)a(0nwV&WaRn`
zRgGq5ZB_m>R)Q$}HKuoBVo(7@I)aJfT*MzVJ*l}ZG3s=+M)r`;@0&}@lj*_cNdkK8
z`U`;}#R3}A*+#$6R%Q31QLMyqlLiSY&ePqN**o#*tYo#?%_h*9&B5G&!PC6+S=i&J
zU!Tq|N$)X!8KD*KjbEDHD$xyaJ3?||--lfpayTiL^j{0`CqGVRDo_$7R#+*1_$^;j
z3S+eF6jPuZO<U*jviuJa&`o*1^<#N;u_brBADz~^5koV2c$dSavLkGsW8svi$x*2+
z!UaXMK&|I(Vb15pw*e(>f61Rv;beE$F#N`fJ*Hhpm)5_bR?X7|x}C(!&zW_W+lAx`
zg5QfQm*^&~`Gi|;y+4>DwW)uE?kgFkTLgztrJDKhd!CF7S9saI<}_<7Z*wYtTN$lP
zSXa=9CD^0=bSbNw+DxB>GxCGBF^e&UMkCnxyDG1)v{khdG%eeEW$!P_J_QmiE$F%q
zYp;tZ99%A+5TQ1i8X2Ebf#UO4oy6){tvER{lYjmoML@ifPE4?>p(nAEbiL~ni>sH7
zN{xQKaOpHmn$+?~J^Nb@O`K{kZ4-eS90LiiwOZU3w$@dH_SNTDv$=ku<iRMt$g)3n
zgk^|pzn=3m8jaf3qY%C?plw|EG9*)U3yPN=X`p@4ZV(azddjuVD^?q{+?8n`$169k
zFNRjdmJM*YSr5QbiO5mI2HxU~$w^LTz6yh9Ri2GBFlt$W@GSCgDKl6;gQ;H$a3vN}
z+X%OJW=8{Q^Mtz+a2G9XCyudn`y8)b=TmzewM@m;h|{QFecl&~GeMBF1DsF~_--TR
zD<_{^1v>GcV~wy?GR7b7C`GA?u{i`~Xe|#s+<w-%7L2ml)8EcJ0xJrtrLza0JRhX6
zXS@BcmT!Jv^)*lGnvTnrD(H*{Q-Mkt;{j+03lIU{QuN*L2(7s~mUzQ3D>_4kA^bb2
zckCAS*5l@*Uns*Ki<IKmEJg8mqKB3#e3%h-@0hxea3wzRM`d&NpDBO)9G%bP5%@!L
zH*sjr{Nh}UtN+s*5E(^oi?j*|l!aWtiv|FU$#W3aWAf{A^px9XIgN-d>uVJx2k-$L
zP_@IeZ=&1cJ~@L-)aJ)a6PQ3Ha<X!2@nivRs^)5AV0ee)V3nhQCmJ`y!lXimEOJVD
z^T<^I6yn7JwRr>k(!lB(hm@FEIdtGmF_6KRqf#$R4Wtf4y=K$38VZl4jl1S?6;i24
zN?TPckf|>byO3A%ulnNz6gngyLj&k?@@9B!xsfL28hgY3e9$pc`C!+=72QMWob$0}
zhIDWBvHzS2bKH}lawm~qgNT-E)EF0bD4ms6Ppkn@&;QX^FMK`uQUpoU<I;Ht`Fi{C
z=RZI~bXT+i7_5M)dtm!hcul${pBGtoLP~XL_<GdZhn91E?UsdCR3I#rfFaAh^#pIC
zGKmAT@}Y^j7P9;#)ejI0N<g%oNk8V_TCKK(yQgYy$-L<Zq)^V;d|rJWLYPUtB^8ks
zntsYSQcQT^eGY_Eg++&ITI&pGxDt8&P&qa^Y2cV?+PF-5xFHFi-}_%@BeG1LVGCRz
z`k$*ST!S<(ZsM!2Cv0}8yWNgF_dh`0vIP?g*up9HKR|LE0Wu2mwlYrG8Tw>?K~)f(
z-S&mVz6h`n!@KeG=Ap~R|GGf<iMJKg_6i=;mU(YxsO$Dr6BriG$qY!I$TgE!46djx
z4sadUCum%a;-4GfHTm|)%M}52%+&e%r9!9}78GA?ilJ~2zyWv)a|akz-3C_WxB&vC
zx&%ACR{FE+5vM8^_b|kIWWpPC-iXtx&akl&EqLTm+q-1Hr7uA7#n;xrD5tSj5L3Q4
zos>vjF-H!A*6hnw4LD-*TS?gpj<HUEr_c=mJZL4PWW=oa+wtI8MZK*Vj4&YASXI)8
z!x636517#3fQ=koPe_GC-i}p@r9_U32L>_8N}I6v3CtE&>51a_n}>&CnRrliPAv}a
z`*Y|@>m<bUE(_Tw=-;pF+akNXzx#$bT;jT7@_TM7-GE7apd@f61xnylFxsODKtRSA
zu8O(}<qJB}KegM+76_5z{H2217s5t`miPc|@&`6VV56*3pbVdeW=xu<QSTq-y6JY|
z7UPoL+U1AKro>FK3GZd9;3(rLP;)WV#Z`GzUy1R>;oEhfgMwT;eS7{`t*6^)3lJ__
zgy;Xd@Zo>)OlJusHy7Qp!4VO@gqpzT0;FMy|6Ho^Qjx}qzp74dmuJrK;-!mbEOK%E
zWvaw<>Sz!qHu3{0RBCK@gnaAg5_tm0s7^6Y9>DOmQXelCXa7H$KU|!Q6P^!GSHp&5
zJC^lujt{XIKVf)y+6Cuj%l`|C|2a+@-(v2<gZC&WD(<$UF?^lTvwh=p1UF2+=D5>~
z;hfKKq8D3iq28V>p$iwpQRs7zKDd|fz#YV<F_R~7XgxBnnCRDqk=C&7e==sJuC%Ww
z4crOx|9p!7yo$K8f^fZ0OxBVg+u(oAqTzz*(x@sp$*k}t4o}irsfVJD7`m>{Oc+8X
z(J_^y->x7Ctva0Ueh5S6-D+81`Z4>F5;e0Tj4(Si)xTKvsIfY_DpLSVR`mH&JA8q|
zo86Tq98wgI!5E^f?X)@ud1J+UkxIt|g(d8hUr4qS+tP?38VIp{vKy0ZYD~ktC!#+v
zm>A~kK*mVIA5}IaKNI3Tbx+#!zPX&TB7;Pdkpws)W_~aF5NQ&hs3yyQOtw711jf}4
zEDSK`9GX3-kW7SU8sQ}w?cf~wBwv$ZuLwt}Zy%G#3)0n#9yGp>0Se`ms&g+qqTW~;
z7oMWI07!u!2<@^9r|f<nIh|>%979?$Tprv?;4$Ozkj{a7&Vzqb6+Fv#PlY7k0W{OD
zcPG2EbMf9D&uc&`Jbt-Qc+&#g4|w|t!}c@?L)ZfTKbIdRIr<{ybSM0RbI_{ciXnP(
zq8)};Z<hC6Ab=FyPdn)=;BzYZmyq@j)!n8k@q6G7E;|PK1sbx=@=9*uTj~hMMjX`l
zlb=p0cX8U}!qsu(5%svYrI(eAk_ikAaK&hjnOel3&W=q_4Y6B+SM`U3=@cFR0Tz=x
zPLSUN{Z1GLN&f@<><rw_dnHvwb{2mBV94^i*ZMN@zIF5eM^?eEhlKf}0ZT)U0EzAY
z03<mJmTkQshlgdz-+Vmc=u3KK(wD#CaSFF(otoNg?-BSki1sH5<L{-+U%k&m(~ExD
zuSI`_;X$DJYv3G^Dn@+e-(tcQxO>vu$4B-T+@4V~KXVU9be?x=Qb_%>=5hi;Lqv#e
zJMIU;Z==9)Du2}aKpGSg!rL%TQiBnLK?}DRm=IOFRu1Wt<qQ<l1QP(^7u$XK69<+{
zJ`98RnYCrZ0YQNKK(d4_c#7Guqd!pD<t1E-Mm?=ASpY~g!xyzK>_H&;KPf$5IJeuS
z2`uaHvU*PHL;2(<IAuY8?UzU=r>$?a+$(c}69^Ps**>xpV1!>|#+m7>v;6P~T-H|)
z?5yX9pAqt>JlGEpo+Ly*G%6$mTyR$_0XPraQ4Fqf=TCHliurqTyKO=KC_&3b0D!jm
z&=2^Q(P+aqXM8sf*S-6}n_U8%aG-R|oI(eG9ClYDV-~VtL6}k4@og7B(^sE6iXPNz
zJ!hBQJhJ9w)dpi%tfQ9#8W=YfROvqe(5{t{+-ZtHMPecJ$LK@4ohIPd*`PKaRUG?o
z2yS)zRg;`N>ThFUIbke&*46;{Bx8K-u`t5($;ZcQH-RP*;)pq3D~)3b#v2g0m5l#g
z+{U0NqYYId?RvleB=Osyw3QxGkF-0o0)KY7N<p6_&hlPqhdpneKmf>B5FMLS-NbUO
zN`<`p#n&GqnQTz^BW2->MoBo({&o#4r+aifFnD){jo^>_yEyA76_tYFLr<fx`Y6`>
zLi)kEKo`f`SE1Rfc)|9;J_gy`KhwGDc7MjkzjdX9P`1pM$0=avKC?SP?O5|qlKtRD
z49i{oZE~NVnE+CRvwaX9)%Lbe-Tc`RFa&sf@k}`fx9Hw|ee#A+>=6eDff-zLvSj}O
z*kh{kBtX>sQDNj~p0<UXLIi6W6-mm>CQnsgBA~M+Op^7kh|APt^*u3mF@X*!nlwdZ
z*(MVzla_SlbYj%Wx6EY0V8n4Wh`NY39`VE)gPLMU6XIaZO^o+KXj1$&FNJmP-0Xsu
zqCzADpP7NNUNSj_6l;P@bR)6Pqg8s~5nCadzK$#%Q8h)b^p_VC*RQQVusJo&l);iW
zXkN!^HqaDr`N4E_O-P9PL`7!y80dftT%cvDR7ovuGsImHcn?uQD9YY@JYtHT{Jd2O
zH-3*5CH^cE!$v^sF@Don$5pG{(sooLZbPz(-C%jaU69C)K~1oNkn><gdm0t>j<4w?
z52NO}H`<|^jk&PD;$XqmoaQaPuF2d4+H6Rvq2)5dD1ZoFm*x~LPY83gJj>D(l7~Vk
zu)!1ZtBj%-p_tqtEzx%o0xEK-S7l{khahB&XYISIsFw71+x$Hq)_L!)G~PQk3L_4N
zwY`B?DV)qN&F=XxHOZ%pHJCTAA5pKOa^E}?!$(?0`<EB!l|5p%ejkm4D6%~N`f^$n
zC9H4xcol>&INqK8_G3&Z6Zna&DT}IdH4xBXAFVgekK;@&DkLbvNK+^c^T5Lz|1fK}
z{`l-;JeNqZzxWq-AfUNN_&>mp0^ct9hcR;r`r2g;oVVvkNi3eoLy2Wn{+tKQ4iph~
zNC45Z<HWHx{k)Zed$4U?yjG)9Uu`^yQvw!%hVcG!eg8+AfY_S(<qi-76}deS{`5zA
z$&c(&JLuWXTsrW0>V<_ne`10HgdKLGj12R}X&%Dw|J1lY8U@GzL8vu?q)#t2-Vv{q
zKOP5=F}k0e;d3YqeRpey;|J{DD*mG8V1B-{yED>MgkkMav{Z#T>z`7=5s}nTB)}X!
z?k*L;iwj+zV_ZK+nd-=wGMQTDy&>Usv}vO;L&xi|48@&UThpir-N`vV<-qm$SAj??
zjZ#FDkl1POW)92>vwJ^S^eC&2G%qb{gi<2tp*b&IupgVBsEu>~*|Rc}Il|>bqnT_D
zn`og)2|=}<Pk1{ruD(v@ClRba(rJ8j>;esR3ZTp;d3xQ&hU{SMy@*9w1msV})+BCf
zH0L)@?lHa?8sh~^ZaO&FFR_K=$M_B?<Pnpais*QuOJoz=bj7bro-w0YU^f*Fn0YD^
z2o2&yrcT)J$VyT?zeg~hlwLlTO*WeCFLgMD!~|8}q+>Qdm5tM$C{NR5<ECTRKjFqr
znb0L52%+=YDK2+EyNdRu4gIl4a9UbbDkT{L4h$*dRTH}`&MJ{G%@0B9BGm}TCLH%}
zmvrHXEnP+%{VA>AaoutA6~LgPIrF(!niAVrF*XlIF@44e8}A~kY*C$T6faej11TkH
zJ~H4Qm^#-^BGB{uJ90u(Lki)jk6MjB(;9T-z?2eE+=8}73deF}a`PIkjD?LkTU)d^
zU#<PLcFFn?10T<;P|34Y#oz5netxyC;j*-<)mRtha57XB_ib2QJN(gBc;I>U2(tzp
z$xwOo(<G2k5+|_lcKaG~%mU^p;*XPzmgR4wI);jZp}V{8QXiBs{C$=0y2PsGK*d>E
z*ez`$EPkAzZ=S~HAw&5=+xTB|+6v=QXNg4e{U!$?;1YHliFNDl4xR@@E^TSNC`Upj
ziNGBVP3>5ga1HezDqnwpxV5T0t70}o)A-#q2d1%EUBo|Pq|vB=E;ZMPG08=R|9O9J
z@R~v<p{W|?ShuD<G2mcYf?wZjuFVe4j5ciX&a6M#+t3Z*F27nsyD^E+#3Zb&!mCKp
zNSTCPdCXx(Y#`0y6#pH0=3bStysxsF8xT78=(ibHGPSK~I_3C~>5d8XGSWrE@-ctz
z;z2yhy!#o3=s{`rho$9@W;C&4La>j@@`ukuUHs{Sv<68HA7kd0WD}RLPV0hBPrAa5
zc)CMh(}fy*@*CpXy+n3BE29Z>YX}}&iI#&T28qQZk}F2@!j*x4UY#?z50$m>gC<~{
zhC{|~o5+b~I6t?~bM7(k_3rJI$YDmVWKO?CH5MncMjjW5<GbiHJ?ZDN`9kZtRgEA4
zavv&H%3=5dWyEkuw0?<k_+S|=PSP)7oSj&_oelOlq+JT~{x)mm!T98_k6IX^b6?Ya
z$hyY$VdJI6NzCe#+0B#L-wE31KXW+`R79!8?y9R~$kNEE0F^DY!zLxN+$4VU0myAB
z-@kJBR{ULkmV1^SS~aUP`^2Eqlhxvi-Wkegsp7DKWV4^H`@FD0CV%zOPc!h-dUM5I
zj$%q$Rp;BEMaHh$b0fxsuC=Qc)}hSZ92Q><`5@14QROY$@R0D-ecRegPpPMk7aEwj
z4iziX{ezQu)B%!R;n4gNDlBvev-vEO;(W&b9hW)wP<(TRPPjrn0RhDKis(fqZ*MbK
z0EJ1nGDHFXFrnhI(d_;7C$xog;%w+>8eJBCWMU@bQ9Gn&Lgnh$pDZUt2bcQ~ZA*|N
z1boZZJq=EqFqX~P2gv82?K5!6oqJAW#jk%@IgFp4&u=;zkXt_374gm`fs7`es&kX|
zVNMxC=tjbAY2W<fj`K<MLfaveS+j2u7TT>v*d=2xALVJgr&ffhhA%55a5-nQ00+fm
z>7w_VK_yd~yhI^$n#&sWx|5YI^!h`zM<Vcd$@}I%Jol6$1o!6mZbkX`^S^v^D_e1f
z9U*V=Oa2J%=(aoGsub@%?$Md-k;w(NO-OFwBWkRQ+jL}lZYTvh2PVDz_R_e|`eptL
zbr}6V;1@hP#`)etUxMD`aA!f&n(L!^2zXkJpi3m=BUCgc<V$kd_jvl+)RecHkqOMU
zE>a3tW>t$6(IV>hHlN&n8`P|kr2L^<^~|lUqBM+nX>YnZBL9mNP`xssUcIt0ydR|3
zcCR(K>ln>@>bvl)xUvpd8aUrow*I9hufJv|B08{;{@RN>$YVGl+>8!#%RJJkk_@@y
z{>Asl<n_Ck!QX@(<?nWY-p1ZW^lD){yhtyF+Wf)O*A~YZ!4q{8Ev0^|(#h(Ad-Jfx
z5^-BBLttercNrs`*c8qY(Wpcze<OpPKj=`Q88s!`(NpWa)^RR@Tb`q1WT3-um8Jgq
z^JgKsJXKX;XbP9jYLZ5CVhL-7)D+JGZhSHo7z2f^p6CWO&p`f1h9D<$IpR~es)J(A
z?}tBwGPCT1&-~|MMLC(S=BB*Dl;&LJrH*ZlA7e_IPUlfwTYjwZL|to-G_@ZkS!sNz
z-@P!S$RSZx@YuJz&$78sBjnUGBK=HoM1=mKcWAf1#?gXp@M}7$bd=JW#Dre&XP4UQ
zhc?K`Ez#QSj|D}rQXYiHd7Vq6y?nBym;-@jk`Rf09Q*v3L`^NxNk0b(W!_dM$>us9
z-&AqHAuyHsZ}^~OpWf>p<3Y)nfC2|28Ft07XwL|wEu4rA=Vimx*z$59%($eaA)=N~
zNfbR6p-B53_O4gTgw9{~l>XPsl;Pgy)?lNUz+By$Eoh(n$!^Qwgsg`euQ2Zu?q$zX
z(`UJx!#3l-Z36^a<7v0&!3iea#@n@}?Q{{@0lmArgzk?0ZSbv@vRVN0r{0sZ-EVIX
zlQRNjOu<oiw>?2qh5d4(yz3b+duTxP+~k1A)C4yHMqj=9Bc&ZZWJIZmBtqFN_A-w9
z?<Q`6GMgn--QgyotQR~a!Y{#Yb;d4!KNdc&!F%SPD_!LD!c@}OJfh6Ns8kkW-2rru
z>@@1^vbsR|aZx_X6+rz8Myqtoj~_m{%gk|DX@WHg0@Wdaon-&<OWxpk>6&ljA5#}f
z&hCBWobHU&vJq+IDV76hjj9f(&)f!jop1*;FkOzt`CM`Z4yQbO44E;z`t6p%^{DAT
zx>lTHXd@o~1EBSpu$$^1XM)t>{mR_t3M+I%Jj|b6s6ejh$1j>AO^;GEB|i=|#b@Uh
z5`oBZFzsGi>p&bD+R4XIZq=yesj8ZC{gW!Xzy(=RY_5FJ80IvR;SsM;+UjNTr{&Ms
zrT`O!r#l+9QA57)3w)Pa*e^T<J9X+stO)u+M$U@y&5hJU*oI5ABb)f-$z}+#(Z$b0
zvhY!7Zi08}n&y{e1xjiGQ0HqQy4fs#72^k}eMN7C58GRAYFEW@gz2){dw6xUrAfgp
z%cFtRRC}Jw(<^N{R}2Zks{t>%jfq`@Kh{Qmc5x0Q(FuIkd?|FX<rTHD{{)+MOhXve
zGnA8};`7`+M>^dybQLBMFO^G005%??i-hGn^-g44zbFp5zsK6WWpRXTW;fL}CP#c>
z_kJ1zPb4tQs&LaYq9XP)$)%QxYZM$-_S)!64S7RYP$4-1U%oS&BCAhizfm-n3lKjo
zooEoB(@d2tK}b$)o}}V^Xl$XMT_Z3uNS+ep;n;hTQqi5MLT=7n@D**&7mK-Bf7`m(
zuwo-5J?9iu*#RgW-AckWpgnC8YX>>MtFxL{oxp(NbDDP6Vo+!`d?IR{=3ZFwUadqf
z5PNTiEr9xM{&eP@0tQ;C0Ug;Y1erNkufpF!CDBOw)2n`yT~jhsDin}|wi>61o&VJ2
zs4vaI5x?qaNi|hSBWXxOODn)OokD&zR!^%4<&fpBc`=?P3h`Y`e%pk8Zy)(i{jHRy
zCXATPK*pqaO!Db_{dhI6+)<QyI#X2&8wOSKc)D8PxXP-Cd2jP`uZf7Yk?F_kj7HV4
zYhDrMzK;hPPLjpSgCB=1`xC9u-r$4hjNcOQ9O<|)&VlK~bboI*r{P4Kuhg=9R*Gn3
zcGm+9e#})frK3}um*CM@jQl&B#va&FYjqQ7s7uh0szZBJixi_+Fmz>O7Hf5&R8%+E
zK;rRJNBpohwNO)|xkPrnxCT9yfFKcF*3tdKcU*PQweH8(!pg^%hTqr3K6MRMA6h-%
z#gwTP8R}6@NV5{+>S33$QAOx8SS?h2_mT--BgmFGS?u2@7K^J9JGZpikmy#$PQd+1
z71-OocG|AVEh>k)c{GWisOH3oE5WrA=9n|e1V2s^(q?!`-#ZQD&N)c!cpD6^xbg*8
zT1-Zc5gd5}(P><G^oz%<igUAJ^5vyj%vP)_Vu0bx!L|?_(2hF=Phbr^Kg$z1yHD_z
zE0u`dg`SqiKvQ5&VJxhh*^1!MG{CDkh{(!<KG3P4A5(PdOP^&stKIUqChzfqy=y%N
zN~IQ14=qx3|B`TRGjlVev4vLgugxQkZy9PSS_z<KRGz`)I#sPA8PYH(7WK050v&&$
zIBP4_@)3VoCw;P!`XCNTJPHxA?%LPDL%4w}{0|s*Tpn>-S{2IqRA{9ZmchwYKWRh9
zA}0z=qR#^*@ms5~WJOT3ZwtD22DL@`H=M>&?wyn3^}(fRDQB03dGK*6VTEyFs#Vge
z=3IrPN}8rZd(*9UrT$P!vR}E*ihi-YNW1LhvG_qk1r;K{Q1iAg<QKzA9>O2RLG=*F
z79^RNxe1|W@JRsF`X{qy3UiKx9=NbFLlPxtWjd9CdY+F<N&VDM=08BCm)&{T?!BM&
ziHQAq1E#A`jm3JhE|tA~+Wg>t&==5#Y?;B0{<%)fvI~R7D}l|6MODPgG^q%o^wnUZ
z62b*1k~8Nb$E{<xyk~kiff$!a7E|JYC@XOTYC2Ve`Q0%Pf!~JM$iBjlG9j*rV%fKk
z%se1tCGY$5?U3^u=1g~J+j!9kQ}Iy}n}|z|uF2Q7MD<+fp*K}H*%{DIerV-!Lf-Kf
zU(j9`U&P|h$`N_^*N?T7A4aPO9R<)k(8urrsH|(A?Of*aU<-oaEPd#`pUEGWRl~Ji
z>GzFZ-_YVhQI`fh`{gaZic#T3_AP9}=InmgYuuT|h@+Kg6-m}ct&``i{XuUiYP!;_
z-)U>f@tJ$!vGucp@mdNFP4I=lbAv1Mrct9#`a0V;Sa?;PbpwC9_UJTB78>}*T@dfF
zA2zq$OH_4IE^E^$g=YGQ4_gAPXY$yEmiH4^Qx>avs}H++*@OgD@^qLL8xd>#+x@UQ
zx?gyr1y3uYoI`Lat$qCH4+*$Xp^)q4ZQN>78hh`2Wth_r|8+NSyEQYlzxmg?DEAGh
zk6UCCeT`mc8tq{E(yO=U0CG%N-NY^s<U~kl%d?m}tA+SsT+omAh@PE(wLd$$otgJN
zlx!gJfo|gGHiaJWORHPz%jSd!aHZamv~GAoAvr^%f=aPc<(>KzSHIm4AJ8s1dJ0i=
z${;`YrIcL;pT^#@yZxPZB{TY@TmeB7m!<%8)D@KmbgtEGksP*=by9)1?rtA+a#dXD
zd=MFVld8Xmq9eIcDoZ^`acQ9=M@rWh6NJ>yc;yL!GSPj{V9rvh&)u^6-Z-fZT}v)u
zU^WOkbwW>%ph}ZPSkQocd9xAEigGM=FsSfcGDm{x3lEQLxz=N3y}YSqFr+wys4X&{
zyeJ?g9<Gnt_<rswfC;KI0Oby-=zSc?S0U^f%7vu~1;$TEj5#_r;d^#GXulY*A~KGS
zRI;@3H&PLd!T2sLsyW}w9_<|`<w_ORN)>hCV@hV-QV?7mgX`lEKJaggOy_2oHWw13
zoyyaMFW%1kn|mIZdvq|CGfue>jb&y1Cz$CQ=~3y?)C7}a3;<g@^fHc-U)$=!XGAu`
z?pOV+?U}ZX6=BXaFW>&?VQtGyw<rigo75)4C?B+YCETO>HH=Xlp&_t>Dl7J#Iqzkz
z+=uB5*1$wtH@^juj3;S1X`1|gH?qG98(k7>oF!N#&z{ShnA9~-uU|?L!n>QAWN7)5
z(wjDIzgN*Id;z|x7N(#~3)VrGYZC5;#&ELeDm$mG`*b@;sa2Ixg{jaw_=!+f4c2xn
zY9RV-2@)<Ne>*S+X#rHf6&%{>K1snzBmU!}zO{ecCH=9BhCN&!48*<hs6?qp65Pny
zw-sk(Eg{G^$N0!5=CA6<iSz_PtsS#-0j=*nj^J1vVS<*Coo#i13kNjbi60x@{_(U?
z$n`{e2k%A-{!r|He|H;E0DO~YZ`gW>hRT6(__Yk}cu5Kwk4YkpqU+LcW{W^~yW;lQ
z5^G~8Xy8GZ67y)Z5I$%q52r@^*VIIl3^;n`JBEXzmt;suHyjRpmb)V&^;RsO^JZ_!
zcH@Pzrh$Rx2gukRaG$tk7hGxo-{djK?XQX$a?%KEN(T3_oUR!pvz=Q-pItXnxi5}G
zpXflBFIyzek%=1Qhz30~@dufqD2j^0x$*&Dn=uoOuB~3~fq@8<tTE+cGr=zk4_j0*
zh-XzP1A?+|lfIW$Ycn$|zihed{AI1Qbb6cddlEttZ(n8XjTAlyp3cwAmXqyB1c4U{
zSmp0crMQt0htMb8M4f|5+B-pL8-%pw0znIgyb64g4c`3m=9RUg2sDb~k&&WbxD+Y7
zlvG&BAxBBYV%U_K=AS5YeLOaVVq<ntL`A#OuWnHLt+|U86FAjMC-mFH7x8ibkF2wb
zYNHFob#Qm5xI=L*?vmgEifeI-YjKBA+}$lWMT!<LTHK{raWAet`Hx<li@j#8WL7RR
znVsZ&<$;ZlLM4^L*L0~AMCNN8;D*DSEt-$gzrhFj^J{W~m`m6aDfGt_T4M!*Q0QE>
z*U5|Z)7@ElE8Yu)%n&61i4sJ|UaijYi>B}4k_aXLbYCiJXw5rqm9ODGjWmTG3^;z0
z2}KPuw%Bl@){mOd?ikZg)-Koqn;3*idRd1X*-Z^WxwUYSKl(XberNeM)JYb~my(}C
z9V9IpaZBlZxwMC6!|WBHOfYT}L>1gDX5|G7!gRSW;+BSPAtM@&FX@Ih(9>8f{ucWb
zF&K~1$KAB1){uA`svL5DeS3ZxDXk}sVAOsSPzlqJ8qYhU+Hu1XPGl!MVb#`E_{nH3
zQR9mZ%Z;dD>|*royC}4~$FWe<#KO-3zBlIKcs2Os7r(fDsJeE*FjY^RCUyp<#Qdkm
z{I~F79*P`l6RHPusZYPg9nOFJkQ}3OVmGYeDyS={?t{T6sUkrPMdxP$^;gL7d0zl(
z;a}XE?1i7pg4basL0KmmUtVA>)lr0rf1Y0ge47Q)?>yd7d%Uiyfum_c>eh}BH$G3G
zov0)s;ubNSn&s3^qU8Mm!U99$nEYk3nn(z4mU2fAR2A7uu=4Q3P{PvSeSCC8J1W#r
z1ZRT>*-+q-gXq((`AB$(TlP@FCzxKFCy2c0yf^Q@c$p}L?84lsD*Pup_}JUM^-ms(
zkRZhbsLaZlbnQV1{v)ma{VK%f+`}G7mTcgtP^rW|2x{&hz6wWXmy_mZIE=H+K^69^
zuPg9f_mM;}AyHga0}`d#sjN)>1Ek1LKmkpW(n#hx!a5`HJYwF1s49(Nb1HO}{Y3gn
zdAy0n_`tCvK0^3Z_z*NDMBKLDS7P8Cq=EAJ30CnKw^EW{ymnY@8p2M;j?L&?4v%B4
z{;R8FG403ivm`9a*$*iddf|#?^cXMz0Hl(4$XCC`98a$k`sF5d6Oj+M10~<T30D%A
z;cq#AA6vzVl1Ar$Ctb=3?mhJn6uiESt;R0QB*zx|N+nVnN>K=hRfKagH(*vuM(`g#
zlTf&+t|uYh<v)3nYWwQ$%hle1F+O*9OJi`9!=VW=Dl4o~;ll%VXJ-mXn&SI)FfF~!
zRg^RmZCyhq<>MF6^=JSy>~iGwEq1$w2g8+qV1U{p?p<KXBDAdJ4E64t(*f<_WO?A`
z6Z!A~?i27*-6O|l!BUybdW$Ls?iVe$2gfFa=KbpeX*o{_DAvMZL5f;@tmBc>?XKS3
zGMCjbXkdf>PlT`^;G>|!C+{&O#Hi^+j%K{+hn@|e`umv8Yl<Jg?{r_5PY<sCSFC4I
z2=X9JIswUyK$VMC0D&^t0eE^4vk%OCOod-dn`+W&KJX0gk877z8HBMSrDBAl&f`ka
zgf%9B%-d39TC~fvUBOVcDmxpR_?z}`)>Q@r7{MT*G^22`^elh8z_#21ofA*w=(t8A
zG%Z=nT$t%NKX@@SnbK}XYTr%%xgP!>;L?cOmAd_K*t^=SCxP0@VVBu~HEh*n2Jc0*
z<wf!uQ$e=>Z3H8ccuaWtaM2m##RTuG#I$!0dfuFc$U06!r<x|Kaw!(s56xO5CvP>g
zLu*ULR(keff0mK+{gzR$Aa9ubss~Ujy{J%11t2&s;+BbZJD=FHjWFHi>zj(o9pmK9
zhN8CSAHvFh{-;VWQ?@Qtgu0pWg9?AkWVPYMrs?ly|I*jSZ`N0vB=^OM@B*C9f%!cg
zMP{KiZ8>(AbGZ+%e_&A_06{VxgH)sF;oG5hDPP_{Kzh!_MbuCAs=le!|0;Vdgr1XN
z2jftc%lq3)xjz8aJ3M|KR!2`s97zue-VeP@=CF+eaEAveRvr2wC?^MzjgpYP4q>Hf
zr)mjG8@SkGunOh{_`s4zgzz3Q$wtZ+s|C&l*);IVsF}!EsHuCD-cj-p1X0)tsCCx~
z`=P=~8(ZS7ax&p*cFk<ygYvifr{7EvEQGAxzgv(j1ip=pwS}(Rs6Isf|Fdi1VVV?h
zji2n{M5jBgx4`Q038<zVlXUev-5v+M5B4q&J)^3xs11I<Bjm(lP((csacYBUw8*gP
z>EEs+iV{(iBhkL#dlCO_8R6$1$ytV32EYunIPl~GX42xvZIDe)t_#bR%b>0{6NnEm
zSfAlXX@G=EEgtCJ9`-YG1iYEnsHGw!KD5rzxn+su0k(Iyg>yq0WK0gmlOSdY<~XQa
zemE?4Sm!xD`M!Jg{Hk!{a=idjDSU+1v&#s$9VfWhhkS1F#%<wZI&BP}f>gOB$D6OL
zKr?{((lxe364s7m*`T7w`md&WI_)UY?_-o3h?pHA6ORJ_06B8Ac8e{Htmtf}o~$6C
z=Eq<FoZFMo;@UX|tf&mX7QVQ<5*mZpmx%ywPPdj1uRui6W5ao%y27pmOzq9v61J56
z1f&%fXIt(e!kBC9hvD$BT?PY1;zAH_x`7HYPYgZQ#I7_k2s7(5^q55avEY0U3(%2z
z%#NTi-E!H3rmUAb_dfU&BZowhQ=(KB|GiaIJ5uI4<Djk26v@u=H+c~p7>0!R^>^N9
z>qch&qXLLrBoeEoz_*-~7^7=5znAck@(hvH4<_U=u(l5l!u3=K@uTL~%PCA{UhWm8
zJnhH{2xbcrin&CQ+&V4=ywclHzVL6ZLA`Pz9+~1mkd1gAd;P{Z+Qb%nS(<=s_UPP3
zJtMZ!4=baL^<yLX;6#ypM-oSFPA8=uo2fl3q;tVcijI4k=y7wu^_2RarJoEkQsf>z
zoVrns3$>Gkj8DSmFtcfOY!!qQ3qcy+@_4vtb6w!7nZGcuU~%n5FyK^fnRXA+)Wi%2
zhO)t7Ny=Q^AobgdL8a3H428IvY#KYxxsTD08F!oRuYIS7HSwALBum^>pJb$sAMQt`
ztApi_B2y8jZ(d-dKjk&O|J~*(udhVA{^9og)+Zc>2A0e<vcPc00!u%U(v@o{Ol==+
z!-BxZxko3))YlDQ#mJxdsD%#roN&%dh2dW*1NgZMDKY$iQ2lU`C&b-}z$zG6s(0_A
z(I0vZ;$oqLK&Hj;J^)0WPhiNj<o&y~oZIgoqR9<AMoJ=~+0S;)a|^{PRqp}<HL{eA
zU}-7maBV>*=fd;zi^tW&s>H1X?^pp^px7|8*Zuc_zmOP=HT4Ww;7ZXHHFO29)78vU
zdgRyE)p-HkDmN$F;H7Zb`L*0CSkX@YgLQJ<7px3cn`b3<gCkL|bLt&`A&T_W@mvTI
zM2e54JTWZ|?>By`K3_5#N1D6=exe>VUsB^sG0>e5lDtn-OJIcyb!V(Bv(*z{V3dwg
z62bM1<tnGlY#)!$7vr$__6_=3b=b(?CiYLa2UHq3v1;_$WXo-C#^saZaGNap&zKAm
z{fe5g63z}OcnkGQ$f!lu2$^gIpq$MLz9LQ%{w_g6(MmS1*h(%XjUG?_m=WfuIGaul
z5kP|*TW9}%MG{}nR+Zi=mmMSg_n1*tip8kK8r`)xOoZsQ6iU;1VgoaaCMCI!bMR4G
z_1TAIUy<ee)4=6_{Na`Fb?qfIkeQBL?7--i+CFBr2)qCp!+^nnF-@dzH5fSrl}k!8
zr-}FNomk$>!`0SG1o%*Qd`PrTxpHO*uR*f<78q4HS^w*gXP$Vgct2rzmC=@5iNFiV
zuJ&dBy%zTV`hGiWsAL<h8fJU=_;dsSRhUfgoyhvl$#|y@WS)<M;Gloy%OAQqVJg7}
z09W0F(6v(?tP3fUQwKZ`o}VbGsmM{*VW?C|5f%n1HPXBh6}DQ|B9;L=wB>YI+u<NE
z*UWg(xGP!Hs9iKoqJrrMRm}T2pIks+^C~S(oSag!K4f)~ZgHdj_{zG2so&#7qH~^k
zVA@c(9bovAY`6SMLZygPSu`Po1Ebe?_LDkARIZ<MGV`9<!H9eKWCaNLEnY*}VPtK$
z_0pPAkTzNN$AEIEnBlLxxZRbdZ|9<SEeTp%6j-4;7Rp&VY{r3XPy)@+Ew}x<sEZG+
zG>j@KpfEP=g|Wo3s#@(Pby>RN!eY=(=1U-o)%N?{yGSmaklt-5d0VUrTa&H%k(Tp;
zL>VZe#<t67A6D9cAqevYkeKAZ!%`^oy)`0Jiz5~(Q*1k2<i}UvG2?0uYFt}hg6FLM
z8qnYxATAJuU)<($fIwGQ(3}-IJDQxe{98D3BC~9ih&21)A3z2j3J$zgWJ<wJ;&e?j
z)?yDh$PHIY9K3^^ktDIFSpgmKHFCHyL9&rPkDu;j@AwQ)O~V>6(F5!XjHN-hDOOeX
z&|jXGM`^d^Is6a;9X0zZn}B8YRLDpo)NLO{I-&G~6W4t^jas&e-USQ8dQ_AD7t=`z
z&L{sfMw68%<umNfie`I9%KR7I={w8z{Wz?wP~=GLeBvxTg*4EorS4jUAUuOwUHGSZ
z_wK2~6DvORJ45Tw2j(l0gMu0LL(3@hL%Q%~-XFc3{EPw&fy`ccg50uti*a%2AQ+z|
zGie=U%0j-@v3k9vY7x7`un$g$*Dm5<b%@Iv2LPCPzAM|AUfj4@)q=8vQ<KZcV(|N=
zkmNyZV~OeQY%~I+32~;5^=mw*70Vu{pH_laPH+aqJD)$58G8{y7H4%-)SH}bmIt$x
zWpv^`%@U-1<w0lLqZRN$!P341j8vD^4_|h)D`fejG`>chIXm5Ti^r{qfBm|;JbeD6
zv3zl^f9p^Qg&<*Qfn&hz5VPCSH}&<?P8uz^X+?EC<Fn&gLIbz+&oh5d3Q9P8zrl`L
z`)sX&8Ow!wjp2Qsx(&qcy&7znC(*O}wW-F7rYN|b{Fzr+0GOoDpGO8CLQu6>RU=D1
zxF6c_86)a4+e5W(=qe_)$Q@4>$f#vCH(FVht*J`qF(1Sl^f_qN_{{IjzvB(<&Q<oS
zAJ((Pd{udJYh-#i>Rr?sdDI2Lo>!M*oCbuiEeK`MR!e>DvK2@COZe)lzb@HNJL}Pk
ziYt_6*k`}-E_8P+!JgVyLUge0`Kt}wd+d_@CiQ`J9w|ayF0}0lYy~4BjG}ZU@Q_%D
zV4aVEPLsX;5^s?YFE~o2F%^CkK}y(k{nw&Ix-Z46N<iKzYX8~fd?(JT(*pNgt&(`W
z*WmJPnBj92h93VekM^e5?p11E`F`VriXeW8s^Vi<>yOmC1Y4}n$Rk98CL@8@)E!&v
zfjlX&df$(hG5q<PRW3Ia(n!B*KQ<YWuM%c@BIAcJg=QP`L(IyJ+RXr|8^PvYZV2ng
zs-uFU(o2g^y=C#&w*essL?ptjem(UCqH**KG|K?`_bA@piTv@tS@ES>oMu0MwNCBY
z{+!57EV6JKfCe-_#s|V5l)<LdCobMW@7(5cbq)F2Fip$vE}!Hv)iliq?b175_x~~=
z&|H&zweCpGPI@Ji$!&L=0Y}2+X0fg}GOOko6=l;1xXsH*ciKLOT(#Le4hsxDd^35c
zt}3t2>8WGS$_gq27ip;!Ef;dNV9&<;PZA|9WQBA(G<P}4-308YJn9DnDI;Y1KWZoP
z5suTqC-13&lTq2!l4gm#s03S#bbNj6%X6-Xa+iq3G7vP@rP{ibav~<P5(*bJ%kBB`
zKq*E-5%DK-)?CD4$!8lK$hCpq56fZaQFOl2=0*2U2i0y}w&1qN{PI}s(Hu52O;*bZ
z=}gi_wsc~U(?HjR65L2c(eR$O3Ro1Zo#8@0pz2L7lz!FH1E=SF!PDE2xZl@^SL!N^
zPh4X`Zb3m4LMBZ-hTRivOre6I1Xu>V;&eLWkb)#$!T4vt-)-u0)JKe3to_86H?W5N
zSX2}Ys(u$l>(~UJlI@Zyzm9A(A18c_lhniUqdGu~O6Bb{9Inm#$I+=^Jag!$uxNZP
zf?OMv!td;wabk&S??y>T(7$OlV5{D`d#@`jgsbUr;;6E+(S$=SNl3I(9IhV~DvXT5
ziP|ggxXlLjmgCshhK^cRSR&=I4*|&2aC>HO92L2r(^xZRE7ZA7yVDg0VE-T5YF)VR
zMS}b&`v-?bO-(TH21%<b)M!DBFa!zv-TEWXG6ojCcACbCmhov{9t1_>ch^pBfO!^=
zWwlO5pwpUoWSBZn4O;y`!=u)F9&#w*{5P$9%au7THa(@~%A|(`55_SF4FkS&=X8I;
z$5oG`jP~ip#<&c8Gvt=ybB5J9|8E9D3vfeIE&%1SK>!Lq@cS1L>+j_H>g+WkmivGj
z_%HSfrKfLZicGr~4jy9S+}j`6@S;B%C#kHMv1)tR(|6vlRD!u4v@Jn;*`<kmAW(SU
zFQ47j7B9h)$jhpO?Mwsr;y^k@8(qDEUM&#X8LQ=YA5~#{;ye6r_wA@E?b0B`v}90f
zv341OC#zgC2;!!;x1K^7v2xxoQUcxe8do+jpTDH@z5(nQ;Vj^}s#f^!2K)-08-{UH
zy`_sn+ld4G2la*|m@G-~@Dlmx?pVKCJe*maTxGYnG|hi&E;C;J0tglrvG;g8mn#Hd
zCZ5oX4NYWfH<f)7ct7C4{bDT>+Ykc<GqZ1mYD1Gp0s5)1vO-P-C-<hRU?4Wv_j-vS
zmL=CA<(h#5E!KETGRQu0{9nSgMnJ>5C*aPZ!2_9en@lZF1iql!QIMzh6FDH5oCf1J
zpq<QR=U2V%Voce&`*;YaE92m*+SQMbi|e{e>eg)&HJ`#h_~CtfyN#T!tYI56j&Y}C
z2m0|<T*7#ZkN5K<AI&~vz$@!XynYEQzuK*DQY2;SSt%pJ94&LdtZJXP8ud_CR*}+~
zoa0S+7VV@uF^oqX*W_~&U`Qvv+2T2&(p_DnD}QId+c1dBx>L<<DCnHrkMdTYG>~Xq
z9sX0W96v%sr6YyHZOQ{hEo;&p&!Xh68&Vw9BxyVQQ6{ktYe#HUbG{xE3JCVZmZoU&
z2;KeT1pi|br!*^T5Ne#)%Rpw&I(^*hmwkS9A?axJ>7EL(OBSQA-M$Q~dQgtPS=Xk=
zOeKYOR#$`OrP$EW9jPP&F8Qw{<c>W_w3~8+R`jfJh2W$wUdxwE{@i>D4J5H~gx`NP
zXzMU9-#rlw6Y5g928x|CbCRw4{;G~104Q9uiuz!|1=Rn>YD)CsI^;Taeb(Q9{;+L=
zd*^vJ9<l^+QO7iEQ^(l$ckf3tI#oySzs$B5<BYMvGb6&t(S)EI=o_~<(T8il9=TbC
zkM<t3F_FbQU!RVz+BB&<<-V66rW*6<1nf#s4>Ev^I%28XR0>o@-1xHDR>}Hxyr_*;
zKzlkfOIlj<vy({z1ZA|~5$XXO)SB@;9ccm9({g1Z-X;vBvLpc-zQod0)@CJ{_^SmU
zlDL4vXWAWoF`Lt{xW-MJbse?Bo}MioVO9rl1X6hpaeqaz7tz;QFNn-9PDY^C`(}_e
zA{qoVw<wV;sU>OSr}Cn<c$yFEd&Y8Hmp#_4R;Z{Q{4C~ZAJ6rrR!Vr`5~o^o)?ph9
zq>}Q6cu%=EF3NW#YkS%{+jo}DZ2$S#(Mqs8BDHazwHdjY=Z|lVtlo_EN31Ww;(k(L
zugweFT7&&zEcc$Ry+-it#v4Dc$Oaf{0V?vL(lh{%<wUfNZZUs_Xa2X974X6K3+-Lo
zc9lOVhf;aUnO0ckiOp6@IRbY~9pm;q`l%MS(cm3;f3m-))Gk9@Ik(D}j8p4ACA_VE
z<sYD#imLCSGxTbm8S=q_vN**!(&B-`O28AzKPEONLqhI|z#5*A5I!t40zM+V_C3g7
zeobxQZhYpPr%ht+v;BjC^A{%)+i6LqmCTK0hHcjx<dl2^gglvw>On0;@@73H<AX-Q
z^Pw{=0z<1$b_?!Oo<;)dt5@1^30KV&vSHq(=yAVGpCiS4Imjz8)3bmhq-hLDJRL#!
zT0c$$wsSLge$NL^n*0i=HwP8(I#E?XRZ7*2k>9In$;X*{rlF4WR^SXm%f_puV8{#i
z%3~}AYA_W1%b4LW#ExnrFHBQK?nl3YHlLCHi=HSqkU3Me*>*_R3@p#B-7e3EIArZD
z!finT|5<I(wbV5)Wi_Cr@ha2bYixMe%Sj|c>i9z!qi?3aDv5!z{j8tK#&*||bm*+!
zmVuIJI+x{kW3#=+&~~Lo!!23IlK`}}Rw$a7-A`F9Tm@H(7n5th;tb=C`VMkhW$cW5
z8Rb0uLa)war4X6~++pWTWC`Q##7HK(f8@1-1k_qnXQt<AiA2U^5s+~8KE{krl9rDl
z&1w|(mWEFJoRH#ti4C&wDZsW)FJlAAjB3IGCrE#o!6}&)S@exGwIjYnJnOwixx6ud
zlpN0gWoxx%q$mH8G1}!-q;$0JA;$J>|5uhgosA6_*5C=@5QhLEjNUb81<I1JQmOaw
zrG3?+w_g}IrP`byn5(%~izI3GSRLc95+AB@@M<A9(=6*!2@njkn}Nkhsey5ubsY$;
zfiXX#$2t|8YAcT&k;@!2ca9Sr0Ld=u9^HL~)T?YH+F!N&V!@K6=y03?zq>udQL&#t
zi`$F6m@q=ist2m88aj@BV?d`8{>N;`Z0(>VU7)@y57?fyilK(d5<1IN1m0K9Osz!+
zC6|WM*2w;tIW2FmcQ6@7;W@*0$d-1<-sW&uYJ_P9#55zubO!rv{NqZA`#HpkQqgqM
z$V)%M_p_0W)>}5!=kgn(f!MpoBG=C0s%$DxkZ*tH#*B`d2yr3cpH@)0U;zB{gQ0bN
zeaNLzjW}!dP``cEw+K+_w^E=NmjF=Mx(45`<leka*9EDsJ<VlwObra&#=G9lUVQKi
zTQJJ<iD$W)XY&LmpJ{${Ow*U&Qxe|+#aOfR$hcLq+>r|t&i}O<tw@D{HF(SL2LKXQ
z_ng4_WQ$A%OB4r#{$4;YT$5v=%_Z(fi}_`h_(iCdpfDo<b2J9-ZxLgSTDADJfS*Fv
zq^B$b2MX5*i8l<5X;Qf66A8S5{8FFV(Bh8tbeW1N11qKEg5Rw2wIwJEa_MN;{>{5a
zz#*+G#)<M$gFhP9V2^P@AGgPO&Md$1a|-CF?a(KmTPH4IP^L<UN9CRNi1?_*7Lij+
z;{~f!_YGd?*mmmMb^W-q-Bhl1g^J+*`5oqu_ZY{j&Eo~zu9Lg5EMx3v=B|(5%a70q
zGM2ypq}8C;eaLv(Wt&S@+Q*c?*#6D`7q^H8s_+}f0mqco62xhIs~plc=a4XQhQ&g!
zoDfSCg8i-{IBd%3_IZx>^ZFF0vGF!I<8p5ML@!Y8R)YDjEo<TmHKbwE|IERMv<THj
z@k3%^ltV&7uPjYr+#$#0+_2K$=Vnzjz%qWoKH<1GyYsG7V60MVhTG2K@mqp1Im4K+
zZx7RcV4{W+GR~q%mSERU|F-=qD-F(+ZNE27D}u#DIL1s5Nowy!(!#;-3Blj{#=l6x
z=1K(}=tfMaboYQ@wDI2D+P}JcA60-#6H4=;%5I%6&H<ljV*cc?O+HcjCY>nGasyaw
zaoV>BglV4$TI%PPWQ%mY=4kY+zaXT#-}{_GE7Qw=bigoR++ekEk`wYpPxrZ{5^R+t
zh@j^Fn$HVORjXyNvXSA>SI0-YiC(Z`mN_Z^(l2Gb_tqkTJvbk}#j3E4D|~dsj><Hz
z;G)c)>^SMBd1mgj^oXqdrXJ>ZhAFR-7Ca~_K8pAjH+PfNACVb$fSDwX2r7+az_<xY
zdv%M>>i+U-PJUZ4L1!@#U$Rt>Di4n@<dD++YC50>mchNd@s$g!c&FyoDx2zk39AY$
z70mwprC;v9k@)|&DB{rYl1qlFZ87Fl!EoP_GE-Tc(7!la;LwvU)6`HX4*b|;?4EN~
z6<Z1N9%N)@|B0a~UBFPb9-;ivnwa>dp78u#zbpSlPUL)yK%&y<^C<QyiiI`_=ea&p
zUzU*Vtc4xH{#=bp8jssNCt(B+3Gx#>JA0t3@$yL08I`;xku^fF(A2p8g;;HNerHsp
zzW|7@H0v+HKR_d|=pnr>*r*mDN-+u`!B(+Qy}7*<_ljFh_*!N8c3eySMH=P4c+LsX
zCcXebp$X(l)e*wlot<x{QL51pKeANHBqU31mrGR%7*(CRa>m+`{9qV8K3tC^8s~vG
zKu<2;Mn%r~x%Zd~w-oQz`NL{;n<7CuXn&4S7pU5ov5}K@%X@zJ)~9o49$*YKYN;|B
zWW`Y50VRVAy<PO4dtYi$h1sp*?MD6zhB{8I1u^s{A_qUpY9~&z|L#KY_qR}@sb+XL
zC9JarL8sc;pp9U#r>T+h>?7!1&h3WMz=9!8E<$y=FEkYkYogC02d8qdh^GvyP@@Kv
zL73dXsL_H{13Ufpcrmo~l8$l=^=?YBV~hnhD;5>rt1yj+QB^D@5iXX$^a&ZhrFHjs
zCtJeOriODe(iqqoD0LmM_&_KW(fU74L*~EhPRkoFyMcj-hbb(>EfV}6ss*@{!tzJl
z_xd-ilk`75A5uosQhUBR0G;WfWktB&XqPPv&Eg?&PKNm?BLBRj?0&lV-nk3QuAz|;
z_U2!AM=o8#O?FKg7hT3d9eO=D#upQ1EWcjj`|cFBpR~VhqnRDp>d9U=6MI_6$2-w#
z(Irc<Wr>^9OX26~@W>s8GtQTI!S|g8AVh+d23YJW{{%BCWu)IvR<LCW$hUwYh7D%=
z*#jzD6S%W8Tm*Ss&6U+~grgRJp&Ro@#J~6f&FSC3n?s)~2tQ%;yX<lxD%U{K(-@h#
z!Bz$LDPNYoWfReKauG;#y(bUb^3W!S)hMmM@jJ!sPCq|=t@HkwIWy>r08}fsV@Z{!
zsVw)D25_1y17<sC6G7@%P{wpqph(662{9U@ZucnTD6@N)T<@v)Od=}4MQ?qVFRz!U
zbkK9-cQ!6N3<vjHBCvg6E0ockrkBZc@`b*0IMhC@2@5+<*gu@R@N0ZJ$?f@OsWKw&
zhv+Sl__j0?)XY+n2EXSWdW-d1TlSFN`%54qC^Z<4?&(4HCN%UCEBqREQX^{bF(M&)
zu3~aHyazG~Tf2X;EltTH6}-sOxz2W9SeuK-eWKyChz~^14Hq$zrs<gDQ+;PeIqPra
z6(iL*5fha7Y(B=^wnOZ&bq`7vTBY-rJ{sHSlkyGu@3V|^hQ2{*+m(6*@DPtsG|Y2h
zxSha{+)}{YL0DrZ-O7>QX3Q-$de9NqfOil~Y3;NMdJ@Tg^a?bzLu5w#{!}}l@(ac=
zo>;<qrBs=ag@30+Uvw4Jab<cz)Uz)f@Z+@pv2kT;hcW?Hku*?e<_emij=u7Z@yt!(
z5t$JIeq$=sQEQ}LRbr;QrRdc}X)(_Xj|C;`$fZHP9Vi3IvihtIh{-~erO`2EL-BVG
zLU!%O<9AVo#$zntU)lE8<7-{ZcHa*eNsA&@(c1A<GF9LIML<$!2)2h!-G7o2F|Jz3
zzH6jhiL~`1K;JHysl+P{Q_WlTWB<W(mt9C%eukSwozdFmO8po~KirQpxc{&ep$Tfw
z{P~VO#)^flE)R_X2+k$@yDVe@BpbdY$P_^vpQN7$?`th-@qdHNGLJ7bDd(_Rc(l=k
zCJ$1nd{M;Oc_YXR{zY{2cb^NrGF#(M1UazEBFmlpHM{Sld}UK<VIz%#uQStRBOV1-
zM0?iueO^p0cVNSvRlzQq_n+nmS~!=}!Bgz)o1T7R-df)Oxm!m7k_UcLC-=qO@9h!8
zyVKwV+&u1`h1vpJd!zimU*BBOsb;O8bbi;pt;i1U^}xa)=KKsmOkj^a<`RL4lBk9F
zpJM1>+TkCcz`%}vS}ym(hrz~Fz>FK$7VMs<$KzH1uXk}PRPXHO_Ne&Gx?=p`7lHZV
zQvKY_-a&Pp@`?4sK&aH!!G0i*3jh~S1V(vL<8@4rj@E!de3y)iXblw`Ua9|BOynbD
z9TZ(%E)e#%T}w)uma@|TM4e2CId=g+eSKE&@M-k&1BBgr=1fszQE1#b2ol14PcFjb
z;MO5#p{S6IVYojk{&=`IW#=BSab5=z3nIb=l`DfjUMb9NWQ5eRUB9st9ZHC@@n6xS
zi}F!L*H;|upu9792I=N~NTOT>!1&GJh4Q8AE}n)T74lu8{V`Pz7e=9sd-YwLoGwGE
zbswLB#53efdgb^b>d{&1GLDLk5AH3u);g1h(j197Qw}d<(%C7A^jl&<1A|H>P)RW4
zpPR|wDC$v5PM==H11zM-`%z5`rcrKh{opufQ79g)u0tU-5pefCQG0tk%CfTsnQNPs
zC>wYk>IWb4WfP2kuw<vEZ1)^3G6Ddw0BI5yE=`hq1sZc?pi*ukS`SM$X;P83gHQVW
z%IeFSt-ovyU?RoOhU`U*Bbm8GYa4$MsLb}q;4RlbutOO?NGKwr6vIGnZ<G*<*5vT_
z;5sV&_uBH`z@QI|MOmOZV`0aNo-9nRclk(tK8phB_6*q|flBJGd4^I}q-fqUiY6v_
z)UiUu&X7zKHWR@1=UQ@yecr#{646H73|!L(;U$SW3zLl~*^TcOV4?}amWl(B44XAj
z2MM7ePvbvMWzYGa_iW3NR$Od4P3wwM<pU2k;du8k-?Gwd&DfZ+7YnQ3C($V}H!){R
zowrRn*tZ=tQz+t|v0mO}vq=@>@v#NoGz)3~-LmARQ)P^SW_%4l#1GnDHJzAqF);M5
zL&S(xfAU>VUi|~em+GzY-E-9Pw&{jhBC#_SHv<%`yjt7|k^V9OvVaVD#RM()v#$9f
zKV5ZHl0fx`$3#fXO^JmzwdDMxD=-IXQX&c6U7P?YO8{gv#Ok2w$zchV%V4NnPgbi?
zguoh2o9s-C-Is!Q9jY>tY4qHt29HZ%@I98w%41lDzhFm`A=y;7^8{xk-;@A5ln;&=
zJ=%PX5M}n@$oi?@0iU*h>gZ6KAXE<pkkpeiP#6k}l>hH#r`*H4c65^dinTp0O(>6a
z7DU+`DY*9cH@h?<?5Du88`YsqqREozrl~)k%s_@Zr^ale7X)4PtkdWA<xvJ#p{Oth
zvuuQ9?}F~YkxpP-6xrGR3u+4@o(4_m?`(WdP7O`Ju=A%cgYsApVJ#t!@;`duhkfWm
zQS+i`&vC8PX%RJ~39Qt)D#qx+ZV!~gFWIR7QQ8O*y`vp(U?N;9gIeFFk4)-GMO4)L
zgvf5Qm~Y9dFhnHKdPzC2VCh3PZWJPpDZ=hljmSw<Hj6a9vik{{7&XBlcTAC%EVx~*
zG%Hyfn4|&cpJMffe@`}-W`++R_LGnGPrx+1LinpBOaFeJBKA?MFOJ7U8cli@M$hFv
zsrhn4hN>11p<YZT8pioZcKzu{cJYv0lX6y)RB~cjBDIf{c9WHTy7&g<n5(GmzWEEI
z+=Q9-ATC(G?qz5*iE}AFWZ)$LVji8L3{lB~m>+@|3u_9xwHS!M@S!qUNHMqbSDU3V
zpw4L*@paaPFK;GnUKmt)-q1-1V_xSMd7f&)5Acj)R16+z3b0al<mYIQYUzz-ryDrF
zki`(PmnKn2M*AQT_lw$h$Z_Eg%%TsDN|8fY93ZpO;8CRoxBdtStsvfS?iy3fpO#D&
zSk-bjh#iRvz}fgXLC^|#M6hlAH4RrfHhhpM6pewELEs*xJiR5@h6hp?z*U{Ob#&2c
zyiRPxlcsP9*`iauWgbvD?eg?Q`Gaxo*G8Wg#dLySD4{v+mo0jacZvKCvJWj$zX|Y7
z)#3HUFVmXT0*KlHa;w<gRWqQ%si8*0<bw?{6Xd>Sy5pls{Wdg2O1b!kV(k$$MgS%D
zLez=XJS`In2A_BgxhJdd6Rv+rdK5e&zRG?3II(4%i}EgrOP*PUhA_Ceu<jThJtnh3
z34mX$jEoH=Mp_j?Y3i{yay~Pqs_6A0L8u*Kp2%U*)h*61+|Cr|9cx;$Sol_|njx>s
zftn2_B+}I4fzOVS*D=_e<2t=)tZzJMa<-m-aCGz}5+c1S6S4eNx1$0|wy?9c-}{rD
z<wH!M#p{u+JvWt+MH>5u0^~Md21#bD<z@6#EG<wmPP=ggHhV=Vo^iC8WCgyn*rHb1
zAzyxKxw@tB=Kf%Vk3g*<(*21UC#q&qn|*I1<5XekOg2tM)G)GF%j--fz^iA0fcx0T
z3pq-+YApjfNi|g53S`+V+81Qg(`ZWYtem4dNHvoZ<Km61T2X0~Ev*8jQ2sih#8P(3
zT6L5L)5Y?5fCcy2^LN*lBbq77%Q{+%iYuE|5~Dt!R^Euz2gG<HX171^myYrt*+Q+x
z`D~O^Aqt+_(`ni|+7l|xUbjSAHuLJdWmzfOU_v2I%6?{=*WX6afSlm?Nsyw4HyD5h
zKWc_SP`Er?;$s??q!MG7mYl)k2~vUTTcufLe&bEkPbO{Gr=>yh0w(0<r-}356@1Uk
zj$dt?DmncrK8(=Ft?tfE>Vnx?vKrV*kH45q4XHEw2bd&`Aa}Zzoy$u+Wg0zwWul<O
zF^r+{eeramjILCHpAHgC<8@lq?zP1=vH#%w&YyYUTWo1+30scvB)k;+AI4rc>d%FI
z0_$$|&OHt|W}8-2gkth%hH;meOrD@Bf(VzJvEwi6S_$eEN_?yhRFo+ncJz|RQXzEy
z?eH<+CH5(3dP=s0^J}N1gAM94VO`$o*VEZ7i5c;R?KC1EXCjLfB%voruYkvxQ3*Xk
zeNk0qPV8>7Jw8-GOfrfS44ud9Qp7K;Ozp7x2N3GA8SHXBvx&Q+w)?%@R)D*^Y5Sp=
zvDk|X0s$YntlFXLnn!N==<r&Zw}~Tm4ViiuRU|S^Fn!+TwNEV>5hr*nH<|HzU3QxG
z8d|QK^fJWjG{uSBSYPuqNb+cyDbo)(bMZ7JB8wdqn5yhwGQV7aE)eCEoH>_K=B&)<
z+I;>vyK49`cMhuE=?53)!Jl{E@DC9F(L6nye+0`TYT;AP@l;#ja!>QuHSg6Uffwd}
zx2pt;`~g=)?O6*k4q3=Jh2t>)dwm&olHE4D)EX}Ix>EeX--LZtB#d@>`t-y@uD)NI
zZ<>Q7Y`H&+VwGpm#b@iV;o{?G*}cO8WmYCT0o~Nf&fOx-J@rr!x#0(21op0?KPssY
z^xY;DzowkpSU+QZWBF_{aoQya8!`aW!A`fIRrTN&t}-(+bcdE)9HeVa$`sEd=j<E>
z8%uuWm^z+`cgF<^*;^c2RCfhaTw|7xwutce5+2SWZ>O%#@a|wh7@6?NAT~nN1+d<z
zlp!6~QIf`m^OslC8Wklc6#?(t?aP=dur#x@*KM<#PHXR!lt34*R2Rh#$Bg9=1N>9#
zn#m^d_c0!=1G+8B(SV^h>Vo$o3yVd<$tl18kiUJu|JkVt*7l?d3|@WXYKSuWC~o=H
zu-|OiuR_ubsN+_a@*6SE|MBMJCXShG_mmGOXPK!)Y`Q|%>NoF72>KZ6FN;3TLZ@D%
zlNX!#iT+9%%L%Z(gLXT3zF;sF@$K%@Ml?DIEQP|GOQPbE_4U2JJ~&kyM!R<_=^pK(
z6F;`$pgE$bP_{aY4d;9eeFhCcD>(SdCbHQ47ho)Ew|p1AcRg87)=t}UxRhZzHyx}G
zID|CysMU$k=ybG1x6#bP!Q@m9h)x~Su!M;KIx8pEi~96WP#AtyQ9fjTZhs^*0*ThG
zoD~BU;!+A_z*T7FI*)ZKUmA>#EuPup|LU!;Ur*zDKNv4zfw?B_c`P!4pSQqf{l!7e
zeN_qkX9AtEzY_>bFCMmHDUHIEww<ZcjlHZj-HaVw$W%gT&6MJ^EG-xkW_bZB$Ijv6
zZ$_8Vc)Pt&o?&MYgIwa7KI&h~Sj|{K)qU6-K=#YQ4IXDf1npYs0dI9_ESaqK@HQZ$
z!ctY6G!bx!64(=o4H&Rayrfz})MU4SLqxh1g)<2eO4tm%i5|Oe!!T4N+&@2WTMm}{
z=~}Mv<b9OV7DSb1%%%!rLSVATFU76E)HB#xUds=iqO6FjW~?bnUqx{7{9Y@FWqWl;
zFRk0>6T>4yAn1&(&CXPnBt+`565}eUfn5epBLO=ucQ&LVo9y+yNOMBn<e<If7RkAj
z?8*Wyl6R2q-I`A6MtgJbXv8`CF9~6|bi<N0YtF87-0cdJKU<rPoZ%62=tWK2t}Zeo
z4$+6gC#~LVN5I3VZd4}S3--j;N?`D$EMtwtyQY)d7|&}RzJ`wuUO>ca4fu1cjkA~H
zTf_+MJ(WTr4c4!-gFr*mahSJ-C!R^jS$rn1?GdR*rTrH?bKV8s<$`<cXO)tHE4I<#
zg!Z}l`NRx1x_pBJTv9y$ki2Fg>mbfgdi%_AwXAj3Mq|QSM1uKg!!{g>?Rg(BSP-fp
z7G;(oa54Sw%nS51vzB7Z(B`R<$~56#b2iHsTF^upAUUasO$ia>f?D{PnM@^;CisAd
zQTJ_z-BdN#c1_XVSNMaN*(#CIm?saZZ>Gy|dttU?B^6F}7KbbU2q#G>V&D6iyNo5x
z57sEc&Bua8E{Jhwv;9KNG|s4G2$^jkt>>8x+#(SYv6j4V9S6;i9fA=Nrqa_NA1(;(
z9Z<bRsSO?q1ZN6NpfwCRx3?$8{I+N24qv`tJ|3iH;OmpeoEe+6KZ)Xzg0lYs20>v~
zbkF()>2DXL!|K&SJ)PT!_FnS}RK;%Ts7R*)0=M4e{@HcGn7I+1kr$|6U;4;c$zreP
zB(WV9Ol{N{-x3B~yClp<N(?#6FtFL7R%~XEK`>C4Q3HAAjl3@5U9{d=6X4DTj@`)A
zluI-{f$)-wQGH<9(+M^Kj1jSmg*Fi@fn-3_?6{!$79_+X02BmZpy(HHdVg0I`^lYI
zW2=S0)}^5)1}bfo-O-zdue|?@2^2RQj5x&DDU<utz_*iZW%$go5mE~*N?pI}sMT#g
z7wD_Oh9CYiyT()Q$<0uwrDz+=gq=bKbV1~aYZM)n7JFBIHH}Ar;c|C-Ca561d>M};
zz{hfQP+U&}&ET<At4*~o*Fi-@tTN`in^Ss^Tv*0Q#AtT;n{+6iBzkTVyb4N9Rrls%
zl|x#c)OrYEwk_d}Ru{e|;86oXyqV6uxpp1%+1O;ti1lcjn=pJ~?(2hRA)D!yOancY
z541Imldhe|+8)l@-uNm2eg}i~U?V>wlRBoR6YXEU0HoE$=nY$*ayKWH6!)M{+h}P5
z`1X4%a!BKudFUULio9s0f<0SW@!Cf;G7*}Za1p-qm{Fb8OOkF$Otdu;Sd}2xWzX47
z%hRRT-zP`CDG^ld;q+6Ek#Edyj1r)u*ajc!EDALK1B_ug2~iIUCn7o-E``x^VYvS2
ze!0yPb6AA!nZ=RvARSKs<_TF_Fse9dDE7;+=&;fq*ICb6(8^Z`qpM^iws?InBb#jw
z<T8?Z)#3#wzRV#JI(sGYu0WV@Bu9W3k9|kazLLjI30+m(qp&Q({f{alW+@BqR$O0a
ze8$Nb6Z#~IDuvy79QN#rpOB+j_32q{NWUWmHe+O-Ka*gDm>N|RW}qiq(JuzQP=#w1
z;x=6Ld2?5v8Z2L*Tq?R&@@{4nty-B9sJ0#TVRtwl4~h)CrGAidffddg)~U^EZVi2S
z;50vfV1IWJD}LoMk3n`~y;a+*f)&FKznH2%xGJAAhlh1a6njV5jdf2YkIk5hD_R&o
za9|`$Hg3z~;WwI&VvN}>?~JB;^!5V&32T+zJ`JbQBY_nwFo)AZC*No=F|B+n!~6y7
z*8tSMtWNupB^wgP7MhF|U$a}6@i1I3G5!zW$ki;g{ML=IQZ81<d>0_$DLnL=>KbR|
z>5ZX1H=Yk|LEnCi^sV}!g`W>enPs~ieEsEa%@p88X<|8!c2!YYKc5jgn5(vQ;~4vd
z&8ceoBGmF;_*taoK2O=^jO1deuPco3XjhF1;=#YeJ-_SS@yv7N+s&hlv}!M@RAP-)
z5n<-U80-{$sz%nR)+zrzPYw*lKO2irdyUw+K{%h?FOw^>o1mm+OslrWv2N=Q!v%iF
z+cB!=R!__t!_ESkZ@`R9pW&3-$E3+}n}%tgh2Lfqnx<Bl&{GD!l_ppPE?N~)``rcn
z%*>~hj@DII3FGzuO*lxT!}&F)64z>;<MNi7xFU(s^Ft(&ETh{JU%RU(dT9isyPeg&
z#`i2uPJO`jgfwEBH*oBL+dWA}%um<c@omBpltbU#`Tkv_R~mYODOy~`asIy2My)~#
z#j#!t5z1nPL0AE(TCQbK=3HU-E^wj$J6RJ?Do>kktGogBZ(DAm%)2&}IY0FSt;*>;
zyxVN{AMycpKgJ02r?E^aUBo$<NY3E%FpND#mCFa(e#U2mwU}bOZCLS-T>n_vQyAE3
zcO)iBL+W&R%4-LHNQ1XN<W7J~(6WFMFsfKp0Hdb>%<E#KIY0M{w_>zXZXWja$6*K7
zjwpMNj);qq^eVcWX>Xslae53Gf!ZdC^MO)ZwOcCa(o;B`H*~i&JAet;&%V!s%rQio
zL;loJ#VK)id;10QoJQ@0>p*oj11-+@GPyCiE(2W;jU9ANmH8G*7kn&n9h{~Bv?s^F
z;fjdUdIuh>XO6X0FYEb1v5eF2q*wzx_Tqz`Huwgso|MlqpZpFRZvqp}rp(sj161o9
z4<jvlxrVk`Ti?al!rRX{$Tz|w%FRIu?bP21P9#js9>gWE(=5}|7Vwg-q?NwkC2=LI
zuCJ__+b$DGa?{GKBqP0qabpExxO2Dg-==!%@cZO3Jh44}xwh1qT^KVKP^EZ82Qveq
zNy4mIbe3hM#TM3#Y(UIH)cBwTSM3gPhY_Q>dmb?7BRt3|(Ifqwut9Ox0)gA@k00o3
zgjeJII<;zFox`ek=6)h7?Jouxfxw4=W+H7?hujXI0z(P*05+n0G!G)x?l5D+u9%`~
zIMOIkWwjR@2)C*)!e$2uzaHC`J4G7is2yZ$B#%(9&V@E%2e0tXS<4U<gW(!T_JOfx
z+ACiT_Bph41r#h6TdWPzor=rw|FkotbY6FUjgxg_|G7E&rdjg|f!9FyL&qXsdJkEv
zfw4Lw&9o$!iT_i7=sliiMLS<s{_}GxRJJqpK+VkO=%j`X`cWa_CeWrpeU_mdv6hu)
zy}&bJ@b!~r3I~8&iK{w~fBo+!l+zOe?}HH%$S8LUXIE7L7VXt<MH$Xe$CjawJGK%l
ziyTREk}}N;e%h$F9he$mOa>{FtmNnh@N;f=QD??UCk>CQ#Z@peOa)Q1oaofSlTY-$
z<QNLoX*4<oQVJT+xq4wimliS;Fm`pb^~V|%o(xk`4sT{@Rj|<hju=K3`^9H~D;p#(
zOf-pdCfpl-l>IRH8$Pj}2b;f;($p>EGhMHHOy6)JspX*rKT3IUoNQuZnESOv)#YxN
zSst06_^>%;b=lO(T~Zzb89z4VJc$0?Bal-fVNSfgg_tEkLJBFrDA<OZDIHZL)Yq`%
z>PU0AqrTJZ`ALk6k^JY!8Y(kY#e0A7ARA|iA5N5{;ouA!5L<Ql!+ZX|lo21-%k4h#
z_cT8&24sG@49}eqj92AHU{(n`&-)w-`|V`uWcOlxIe~V+8PmxTxZX6}V@TGTm4+Zj
zOYn@D!3EMQyXx!vBr?)^9s5sl$);Ko2x?Csf=&M@Ozky0*efl`UJA}7&XPt{>3bxL
zO_f}Gh1M8&+*6@!4+qcLv9gnPx|!GAEv!K!aTN*^NC%Y$2~p97zhdkDop*d$<()kk
z&n4^SD!FL#6zfsSr||iUN5&G$hgPK=weEZ4K@y#?cZKIMrqMQ6w{~_lOV3KLdArCE
zO@iz*<&_)Je2rQyjSr=*;S`qBMCO-+<*EMPVDY~JqYQ=fAH&W1F=A9EAVNa`OvFQt
z49KU7`egx@S`eh^;pzEFhW^J^-SFh3y3a_@25~dpOnTDHw5>Kj3c^Fq5Ke>+`HZaJ
z6AMuIiWzWmV7nYt>f=r#qZzGL#HXDaS{9ndC}+y>Cs@y|L2?CY(A^C<e;dW9^3GH;
zt=oUA*_(=PxbD`g>#wk3f=BMpcJJEs&Ip7mYa(r?ap4#Sb((6HIrcxX6^2L*7{=CD
z)$?HOS(f4|l~D|3Vgr2!+anE+N)k+Inn<w%di9u(VD2RD@b2llze<-(zvb{6c^XD{
z$l2OWy$6qaLCG3KiE0^cWc{6^j+q3Vor6a1R2wJ>)L(X<;xE3p@`=22-?l35dzbry
zoLrj`If({}OUC|U^?iv~zn5OoPa>22lmxHvLajnGt@$zFQ4W4mse{_3P|O2@NcDz1
zJgPH4(ng#)=@TfiGHp>riqSx+CzH4qb~3Q%(El!hO81^x{EK9CniAd5x$_fwxcP@Z
zY?#sE>%;dtjc~!C+uPeGX-j%Px;Y2eIZ0=^(*Lrvi3+x`LlN$5u=3{8@Ggucg+`_?
zr{Q%ki%PH8h=5S(^FAs!ZutAf@$rA{x*~c{_cDZT5?$S%p;_h=iUoa&h+>6t7}u|~
ziJBca`}vOr>D_Ly>&}**R3ryehf!g#{-07?L$3DUA*XIk<YE+-rX$kCd=E(S^S$@Q
zJ;46m6)15Z$;xSzi2M)0h5DW!ttZmI%@wW6hW*tv*T%;W^)0;~Rqr1ldoDzzOb(Y2
zK3FBZ;Ov)9#H<Xs3?mpD-w0MM4i45XV_~F$2c;?j0C0?>d$;t>TbTyjRl;ET{c85(
zh!FP=Ar?+YQs*?bz3F6-81c1|tnYaht4)pH6aiv?Pkz~0Er5#3v`0(6rLnSsAu?`E
z2Drd6d_p+TX9N_-;CP}qixgLXh2n4K!XImrae?BwkWcK*fFO)u?Lq*Oy{1syTpW)l
zAeSvqik7*h#)bhJlE#wQ8%%Byxv?Z18oWPTcYi;~(*P&PV3k)p53RhQ9RT|#@DDNM
ziBI9}>CzMQkrC5*yU~RC2>0DTs{4k(7)snp7W8_X<4Y%q4uASWuD@@dU&O<Na^X;R
zu8V6qdK9moy^}eaJ|qb2UB&yqixLxMsdg*W&u17h97}Ee=H3od6QwI{Ph+gNu##mT
za|@-ld}lxthxQ+Uqw6MU?k8h%ur}Z$SZVe2{*xO=+w_?$l9?RESz?a0Fr`oQl}Xmt
zKfo(Pn|@Z$!USF>_dh^2s|R8-ij1<mNFV;?H&F@F?Li~UUYBqlP6Z>0T%(*6hZJb2
z2sO!bJ<;2h;oGN-b?h-%T8}dKjduAT;O0eS_u&XesJrTUS+kJ+2WYYhtVsPNXW6(7
z6JK`~osaz0H}6LmA70R6KYM$j+!N!xF5&zGFn-<HwC7k2oS}yG2s=7IMbbL?zaN}y
zfR2{r7gmv7<EK`Ag7VL47a9x878`7KQ82Py2<@PBvdI&3DDvjl!9wE;yxErD;6TZR
z+dv@;3O0RgaA6w!)t*c4@5_KegWlGh+xYt4E)_<0bG_K@6q*cK0ZRr(UHCkQmfGh+
zlhfEmcs}v)jaEKEv6}<@)+$d1>80T)im1)fTILuZlaeTh5ozsH!7o#a8uBwaU3Lfd
zh$}SqXFTFt0tg@BM%~s@PJW8(#+c9Rbz>g0HAeum6J>&h_c(;)R_w9IrQ0mVUf4X6
z>3_BDqv-}O)+HB`C656sssM=EAU3lGz<Jdm2lHhmu}9N5r63(DRp6UJ)qDks?Zl0Q
zMBoRnmajSaHE6^S$pUk!^d#8W>u>ojkkHSR5b`hn0Z;uufn%1#si<+HduB}j!GDzi
z<c>}a4S>7gV{`u(vHxPOGIR_ee&&tG{vz6t&ApRNoY+uOuE*hx&4n4*vl>~vu-iC^
z6;ZfH&E!XieC7(T8`aAUtfO}+$iRRS5zqSrwoT20Ap`8*C;aW&umr=YyMYf1m;OTV
z6RC$y(r<USiP!O{<~74pTAy-k-vT-C0iMh${-&BXn?4?R4satd%$@9PM*G~9X^nQk
zr!Kc?{}=x)I^2wQ;<dU}xdv%`wJ^T*PwX#vcyyXY5*HKxfr(I9ipqcE`%J`u-}V)a
z;&9gde>yTuOqC`=I3XC`LP_tw8YQeGCV!IT%u|t|SIcf}Blmd?&@ZLpf>qup(E?7o
zn6&eL6tH;U$^jN}!$WG=<x1C^4&Sa1A1MoCcn@Tj{^0E4rM@@z<~a1H)1za4Z*zJQ
z-P%qUPLrQ6f%6nVyA4-&F6H<1G_V!IQ*=p1=_a=heTO6ZvMmK;5z<9GO5rUuC)mn4
zpNww=`O|;dxM*f)K|IyJAn5)dT%A=^TU{HigKP0Zp*Vp;ic`F3ffAgcrBED-yL-^!
z1gB^T?(R@ri@O!4SaFB;<onOLIv2Uf7|Fhf?6uZA=X|CB>iGZ@*K3v34H$&_vZ+GM
zHwunMY+23xaQ&kCJlveR(GII)X`L$mLvZEy?snP6oyP-m0Ku~xuL~SDY|(IqUMGs3
zz+5?T6-qL<ZTaTj`#k#3i{8apq1p_P8zorm0T!qT4=$LO#Qg`T<s%*S%+Ew&vBzjO
zRL>3acSfKp5!CAfza8A={4zZn5b&i4b;`7p*LoKUE&`#?&AtJa7rA2MejB|t)|rhs
zc%_4R_80B#>D|tOh7Jd?L<__kpN!%<8o#5W-7DZMkHJRHRu$<ZN78dpjcfK@7dI*6
z;DCULjxB+q!UO<0mZ<qU@MT}u5G?#UI$yl`*PAjMqxL}t(!QhHi%*eCSYdbC(jXo%
zEJqBhLnL48HF;4{8;L>GOOKD9Xuh0WC%C@z3DDt31cCw5uQWOaQ4CLIkFI@ebk@u(
zrVm_QuWhU&&TNf5gw1JaA*I922G-7Q`f3HaVH|+4jSQq4pQ;b<&ikQ1l&vi~n=)v~
z_cWCsvoPj$e#C@oN;Xl2$~Tcx=lzLvUf<nR{ozQ>ez<pW3Jn^zy&9IM{$tqf<YP|!
z{4vTg@*oiC?&s&r#7e|8(MkSp@*B5EylWjD@&1gz<JpGc0!KJ<&-34J5FN6EkNJ>z
z6%P1C82Huj)&JJR{}#jl9=Xjg{_{GqoNZwm-2V6Cgg&qT((KZb3mp6xe_9!^vD9%t
zkO)hm*Bq4<?kMtkoxT_v=x;sr&$2%U63Nq$o@{TWCkz9-<Z)5_+w72DC+x|I=+Z)6
zpXT3`ooee7Wfx6HN1NnBSca<j5J9v)?|W=EEnNBK)n_Z5a^0{b#PK>g6x5N!bhJ>m
zgiA1HGAy--Y>`OfM#T6%O1(6p8o<sBbR#B#%U%=7qQdp#*}Xn6_A$NCmB_<Bs@zdS
z){HNuAF~q<`QFPyV?Snh5$Z$?Aq(AtDJeTz7s|c|k`OW-WfC|nZ0}y&$wZ+?87>@b
zpSxp$(V^>f**CvUsyP7Nr$P4A{V;LXipd3S;|9jkFz<s>(zUnAMhFa4wfY)`N%>Z7
zGHfHM*x}yn$=_wTRy@_LrKpgkIUwuwxPYqvgi7t7LoX$HTq(0bA|Md{M;=IXe>(H|
zg?sb_q2n(ir$U}^#|b>+WZiY)XjNGjy09sQ6Oi>Ac6fPSNQ<-CsKUPH?6@A=fz|HM
zl9F#MG7V!Y-^h-|X+!l@Kn?8TbcEpRvaPqXb|6jGnb+5#xzdYy-fvWR*|#YT6&U06
z>{ntghZ+UoxH3q7#)xa$^lir<hH{%%lluEYKWrpZNhz4UGsg<a)(`_qE$}3>F?3e8
ze@Kh1`GC=2IzG-~#8pmhK&=Je30345{{E|jULii>l;j!t(q!H*!jY&6ODYBM5)j!t
z4KQTplUj+3rD7ucw8mH>BxBg%*KzL+sPM)u)R<cJM4&<Fl#0=)toP0wPgxtK*TP8w
z@siUlKJ(+N-pQR=MAeJJvNQ{|k#7RAsbuL_srWrf(li7B3}7`*GY|kDS01ig{gy~e
zd)4w#L>c1$#@Ji5e5BGe=Oe|k4&UMFyA-i+<XLhl?WlU6>#f6ietrI3pDFf*&12v6
znL?z^%JdN|U*{=MK$C)<=6)1hQ)N@onBMy?91ph&%NxE!JK>k&SX38FBZt=QNkGxN
z=mS<d)B}OM6pPbAN-dbBl?cU`FOw5Bm|5J+HHWYHW;174;QFp2`c#sCzJGfAsZ|mJ
z^JuXYX!vn7FY>M(?-a<Q-+50@f^5m8LazpXw7bzcu9ahpR{RD-wy^mD8?@$UXA9(u
z5>@Hl6AP8p0p=<3-^*@E$clJ2?HZON=W?Q!KPys1^lz03&mGNIX&2aPGv+~+6{<K(
z)K9B1`kFIgz{<yN+g8_4iiBYWDlxdqFKpO&%8QhvNj_NB1LlJ~zeZG3sx)-#llDGI
zbR!v%_2XiF-0Q>}Dg?bY=i{tfmB6y(Frzzh;!usBWk^~Ss1%Cqu20EU8m=qCU`0oS
z6v&wCT+-b<KUX~Y-K3QEKgasPwPJkeAI0U1b3#qCrx7Kd4)qc?_4St)iaCPV#abMk
z9Nq6<M;61T5u@p<eVzrlZ2i8gyt2yv_>F((371VHpBp@vEo-<;wfObLZX|9jqi#G6
zfa!dW%UyQ*>Y+-Sp-x>y;2e+~)7ub)3Z?^=<D93I22%u2q>M@8*RPHeDX+BN2Yq~7
zBdr#K50fV0Enssb0pJ5@$<O2L{EL3gZj8NTr$f+zSHzmLx}wNx+VE=A<};dA#wU@I
zw)h+C%~C?0$dx$z6RGg>-j8OZdRA?;)W=+M?*9POcKYCoYEeO*-;22Bvra2=!GTrv
z*bK1+(sdI3#xfs%foEXAh6bAOaGf8<`hwv`NpOVP5H`I<S|emnIYYP9Y$+58ah55u
zhQJ_E@SU_eA#`%RbeTogU7#z$U(>8@I}%C8?yQN6yBFRAUHzH|Di}J#V#_coQno$J
z@$_L0AY$>TREi+p&Y5YY2M~dZQO{$-Bt;2Jug1#<uM6_M5$cN9P5xHrby+Xn!S7I6
zv~UrbCP!bch+9ya2C*b+(YW{rIQ*nR7Aih2EghvxvMw<HLEs_o%bm!EGumbVb-QqG
zUC3|yGIj@-nfQ*sR0DX#WlH%8Ah*}LR(2CR$PoI7_V}^Y{!jPg0uFmy8v3kfnwCLv
zEftTnf<4GEr>bbv&oC%Gj^N1pdduxw5hE);dsHb@w-L{C?Kk7V_#HSnK-(ece(D=f
z%sm!4@T4g5U~|6w@E#K98{AlF7{JkPN@@@@r7@B&VAjpSCIwP=(?yj>ecqA{Y5}6m
z8$})1MAs(@#^GNz#4tNoeSH;J(!V>LqN3+*2F*$oFiFy}_mUP~%KtE?ODl)mkTcS)
zQ8?+%M3}tP3J1?9z=i2Qp$)R4udaR@5C>J_*$GeJ$*FnXTMp`ke(SiFC<<%|N5H9@
zl0FbBq}5F3#7T_fDoT;8UN*I*(t@5~{TMI-`rwYvd_$Q*=Z#81z5>N=9&o9eA}(%n
zyff&>%unWslnS+`KP5duxaf|Oy3NZRGqWJ2J|!szdHTQ|9*n1_T$#mUEJi-cM~wT=
z6QQXUESwp>CDYdCg|_Jt`Ypv8tZbyDNr8W`%|V;Lieu1T<f!+0j<w4C)GOXs#>>l;
zcVR8PuplvPNHil+JtZM&D=x-e#1wsIkPc0zomY@%LBuQg<YKJvGDnHlaO5^*%2|UD
z=%T99eFuC5uypp9%-sy#wunR29QozO*a>?+{09}3zIP98%G;r1uTkGf70g$?(4Q(^
zsE-Fa;3Lq^1fQg@*I%kRiBPfC&ZSQ#H5TzoqLWbDbUtFfpqU81vy&y+S5DdqNwHYU
zaXt-@YDP-gZ%BJsQ4=yu8GT5kp_)li2spCa49YHBA7^D$ORTH}6)g{0p4Yl^bmeGU
ze9hnfb6I4(TdN|(tl?+z&GG;Wc}-)}J?G?-YrjQpT@{BFrWfAXVZTOccS($JG7kfa
z74IxGk(-s3tb|!iifLj%T*ODGm*s4b?pzy-hc$(b2Yksk!;aJv=R@YFs_{|C=18U?
zSZ<O<cY5L@^IL_Gq+Akd#n#%TCQjL2vFoXzI3%>kW`s=rQL6X6gf)fPG>t4zz_ymk
z&Yea>TxmKNue}vK%NxXH#>~c^K>clsQ>1~W#Sl*|QIRIZMGq%urTUM#cAHX(_l6AI
zHD*TC!Il-`kD8_Z>FO=2e9pN8N+reE=^x5^N-X|8P)4t#YX1H4`s;S1{aKRRgQF@{
zzX~FiVqmI7(S-9&n>}N?UTQ(O_!nB(5pBGIMRr5U7vM^f#>V?rS-0#V%J6oG6acWZ
z2Uvs(Hq(c(^vNbMUlY7@_7jH9D3m<U=H_fM(5EQagHeCDJ#CX#V)HmT*_q7nI(Kx$
z%QW$<iygg$w6=ewFHWm!%aa@~lwwQZ$coizU6OfO{8E1vPX>NK5--{c5Y`nHoI@IB
z?=>X>2N&1=xxaMlGw5#=k%fv>+=5OyS`{zQBmop-{jm4S!{bN7sgzEMRg{f&U!#L=
z*>Ty@7X1V0{{cwJl~Gy3^k|-+Un8-+?;|;b5ANf>5PNIkNc5iW5B+``)NPMQ-#m#+
zQ}1o#%g&<1$bU;vl9wG>%FoIPnc>x&cCNq!kKu()t~g*{31XgG^LU%h%(5y}CbHv9
z>lpKdd)qcyDnldClM?-sT-kJ;H7VuMoyC-I+6?=*8I+;lmF~4%5yM%m$RYyBu_S#>
zGeh@cFwqyFg(*`m=6j#VB>QgQs~oQ0RsxUB<y|F`aWBhv-@y=xnidFP@emPZpW;IK
z$+}vNGdZw|X|xA9c`()KE%gDjs<W5pb2GI4bOf-B-yR^$N)Ay$O8HhA@ZT+FN>m7O
zn4W%Jm>NSR(_7W7{MH_!MZ*=FaY1a6yE~3-g&zzJ#%B+7-{jQM*_iygR2mnygputD
zs2oLcf=KhA5))@=bZ)az-@Si8kx;l*0>yR`;j500J+mJzFxcU<CElm4cj}rZLUI%W
zpJ$cRZ|jw?*q3nNV3}bJNaeKt*sz*(ybA{4gTt)FmJsqU!LQrN6Sb9Wp~noWBkkwG
zSE%`#5)ZS=()y$>;ycAb55%a@27E>L`bfPk(RO}ev&U#IM;DeL%flPwNK}ARCJDqK
z&QgNQnLdG6W~qf?XA2|{#(bPDTz>XE7IWZ1ajH028<x&#lEBZdPo$;`MTJG%7bu_F
zeNc`qQ7$O=GUBo^Xlb8shVF%v*Egf0MM?3YaxS#wy9#$#(x-$=a#9L4T`FM_O?$$z
zKQCZAoxXk)FZ&DM=;Yqwq$yJx)<`OUOI}`>C=8*<*0cV-JN{T;n_KAZJ<NA753lEh
z#5Vw+iyvwIs$ZUL8K?rB#$c>BslAJ~<qGyps*0eDxX5ZJab@6`6$wHyRWWSK^;%2Q
z^{xPw6qN1)vO41KE6j2u6Y}U)nA?1X%-~!<Nriw@IY5y3(iS-@K%-i?SxYs@_?x5y
zjm<IXNe*hy-$h^2V86pixt9a=o)Z|FCUe$g7l~S*8H7@>Sm3t1qp7zU#~#={XTzvQ
zY}uvjBMLs|BYNIZGjzrRZ@xahZgP)NPM0~UNT@p(RkhqcyGmE2rGpk69ZtGw3(lLc
zYUhKm*20SQ7bKi!dqE9x4m`((UwIz+>^8WM`!!!tTd<^%5{DIEJYY0rvo&mn{F(Nl
z-D}peI6(6hN})iz{&wPbqf&Jf6mH@_`TVT{a<}M?w?#k(56yKlzyM|s*gmo3vVs$%
zXEa8NWX8mddC#rQD&EyGZ$Zo;COPCbR@T4YmU1sIBinhGDKASv2Ox8$1a(CXRld3$
zWpVxCuX-#aX}BzkdXRc{vSQTpXa9w>@~)QQ1nmMvJtB*dj1rrn1|WI?E(BFxIt{e|
zuq$&+CT{9iAwGDuzEE-=`)-3uPoHkN5>4r{go4v7S~RY@Ri>OVy8tX_?dz{!4b!z?
zpJ7%_N%!=B15bG8=4mM7jeB+XGi_DStj!>DeF@)%dxgt(uC37&Y$qb5WT*72PAW{j
z(xcSKb_B5r5c=Y>@(=K_vR|Zdaq%i}K!~cjos{D$|9+xODs`=IHMRPKO}C3=xoY{H
ze;@$k)MTOMe8-ogUH+vBneM88BW*);HgnK6wOGWQ(dvgVZ6nWh+R9O)9w$mtwzA^A
zBp6KQ&?^s5#mk(JnS+bdwcxvLL8X2l>n!gN%eky4!~Tj9u?2++k=cX!eD!22EmLca
zGUcCsB1!9LX*XhshA|g;4i_*wkrad1O|A>|q1&syj#v&CeLVdIG>ifSDza}Y9B11x
z51rU1M)0o_qqLo)UB1JleQ#c1NHfZ{>Ba36*Pjgi%p-i;Z9_T(lf&#&iC#`^?E~}7
zr4`j4%B*XNGQrrI6om*iVBJxG+XKy3doBs8Bmgima~TjGqD+bY4(&a@KJ`GNpKEKV
zC103Fi_eod)&TK9%EQY2Iz4(+@Pa{rkh6W!-roQ&8i7D4i@dOYEK_q9VL*L$iP7Og
zmxSm3=02I_q+%vE1Y;m~m8Jn%?Ky;~X(MtA$VpOMV+hOQ*bC4FVDsfR^I|i;iS<s)
z5=Nc2b{wva8a)M4RG+OBbfrf-BeSY_UE#qi{{BvrTC5zsnEN(4UW=Evc5?odoJImB
zQUYjePwiP_+CpEZ{Sw!?>_rsPg<lV7&_#Pzu(Q%!&7E9_quvt7m-Or_sH=h5Uijx_
z(#7weMO(w`fuX2)SrO}xo`2mV%g`86_!tMylVqE3^(M3ND6UVJSulG0)vCLH-Zt$L
zk^&}UJ+OKg!lQ|x2ML%9!G8GtEsN&Ex==<^PK=n!<-4Oz5)8DW3ZpV~{oOvtJ4>sO
zYAJNm&%3+!JI9d?4R@Zs@{4gyq|B1Bxdwk7J+$l|7Eh1%(L0@pDV3X%P%5%_bgE(5
zYTX=Glg&FPo9-(~`mC?@i0D1qb$$Pq`_d!Kv--F0b#dP3n!iuxRrw>oyuVN;ZOyqo
zF!<T~h(f8Rv8{R5_pf6l9LizZn3H<3jLXtHnier+^{Zlzk#ZJeMODn#*nBK4S+|Bd
z=fJpVmxK}o7KIx81Bhql4jDSo=|B?_MjjG-@bM1DVx91ql_QltuvmJ%AEJNyc(6(7
zIt$K5k%oh3h2A$lGikt>mGm1>lLZB*SyVLUI;8|(-23=6+;HT{uQBz>$kNv#bCFyj
zkkl`_80!x!7c=t<jUZxfOmQVQhrM40#=mk#n3lvWk;TNKKHrf|n@wE{%}AOZx8us%
z(`!?QOh&j|-e9}5$i@9F4K8T%!w6mqdD#CKpbSSpaB{!9TQRk{lO}fe=<Ixd>+f?F
z{^cti8v^I2@$=W~@v^F_`s@j3#Mb6q_V!!(8V@{_w5YbjX|poMpvRwxpFn;nNoqVI
zsK$p1FhAda07-^nFjZ6d5e6g1WdzUo%!Ec^MmNrdrAlEM1*7#YD*y~;JXR!bHqP^0
z{_0ujnsnm^PY}bPRO%x)I5r?qD<mLL`^ID0ZXJnHKG7APPYl?F{dNO3y|oqYBO);V
zROKEX7|TPVT(#zVQIqvxM@O)2`o6I+(?HHFc=0FjxCK`%qlF|1v2xB6V_g?|PGwXA
z=bax`o;I(w2&ryK0RwaH6tY?ki8T9}F~E=)NpOf16%W20<+3<qWg#1B@@={idhLo3
zAckzA+UBUGo<2JI_SZ^L)BEIt%9ss|ElhXVpZBq4I&2U!Nc*swphB1y%QBH9)8(am
zGC=S7^Yyjg7ZJ_YPMQHCgtkHo>`>AFj777rB$!N9MT<5t9tSA+Ud#|nS=)Sb4kt6*
zRRQTiCz(j*lNzZ6qoaQQ+%9*$0TsQtJX+2!x4>pfMM0IX**_T-qi$SwgK}t1X{n7J
zmm(?^8Ytn?nv`oGTLjNyziw@~atLJt<`k30NxcUn5-b@4Q~MxrdVYR5sqP+*M>%QL
z7te?;9S!9V31@FPYZ`xzK|q3nYKDV)ZcIIeE(FXH=PtlUS+%);cs9!Skd}PU*Ck;|
zXJSUgvttB>VvjKr2XZd_4aj6CQp<<vued*SG_9nL^_aaMta|$-E|7x#)}eLM1l{~n
zos1^xNxXU*4fQ?t;rsfTU!*<UJ7PV!AMSpQ_WAnsgaEU!etXeY=Yd28W4>FUA*Y+|
zXS9OqJBOR?T<6#IY?90CNG~`YI+=s0@KGBxj-o_Y9syRu?O(enq7a*|C?DiCF&OsM
zL4?xC2FZC6+;Mc+`23CGh~3)83RIQ*2Z0gkklX$)LQeLVq(j#%wvz&ERxt01Mp*Vq
z@I@9(YqTH<TXj2&hdz58B0pY0Bw8T3E6*Gm0XV=<_`b2v$SzuuBj+i-EToEkLgs`s
z#EgS0%cv<q)+4DuNf{vxmR3oJ*&s+;x9&2_`3N<4St+}PfraBOBTw{EA{uu|Ucf8g
zkaTA@HgkofkkM2Y-INf7E;B>b_#g1>D*V_q@tpk4Gt-yqPz=Zn8w7!3RQoc;Y@tOs
zf&usqh-s-NB+2C(Pft0&iskQr?v|M~u)??P=YMKnh9+P(Jj0@#@x9@v-h6?*!nlb_
zj9+Mah-9OWHUEQ54HdGyaQ}Y592uia%&T8CKb>f2-GE}VdJdiEKpFXga8=dVn1{Z2
zDK!#ats$FNj3&q&kEwrKfLI12l3+)!-Ap{8J`Y0<pjllku*W~f1$<&eYKvI|XSYvN
z$n{k4^N;_YS02fL1*?C%(M(6shvS!18#?be>|a3RC*QI7tzJ+uFic4OmYMBm^sOx%
zT?Ur0W7EHm5q2ire}SXu-@20aS8dn|^o<=IIzwurOK`KFvYK0}G=}%lRo_#8KSlaz
z)>q)y;UB;cM1b_B5*(Y2&MCnJ8=W{09rZ;7=A`u5{@=t!Y$J)^wwynj=`JbBF@j@d
zgAXS^e%Sg4aNFuye;Y97{1~ugcxhUf(<e&zHz!=*hF0y>jex-4)V`J$3E!;kst{A(
zPQy$yp<u478^N-F07VnM%g3FQS9WvxuTtBxMq|HldU!aE?1}cGO8jul`P1xkJ8cyE
zvFCZ|N$=$2{m*5t?X{|Z0JT0gi0&a^?ZJwih-CM+`5&Ocf+@jq<C1!-(75c+e8<yw
zP1fJfQg`>4F(1GDX_sC^L`QQjb+2mO-plvCEo649C7QP2fS0DT8F7B#bgh+C!{VJu
z_S?=J@SyIt;#p>%8K-1<!+UT@l8~KkN+fWq$PAqfATq&L!=?346)<b~?pjbnTEME5
zRG-4CC(ov~)=e<>k*D0f^5vF{DOpGKHN&fz_cgaLZJJssfTp5iI9}6Ntc_3Rm=Hb_
z7Y}(C-)5B#59<b7PsiZ3U&-|&vUhi+12$*NnY@*LG$wkk4Ic82=@ASwJQ!(t(i>~_
z>>p$qq5LZb22CqT9$%Qdfm;`%+Bg+(DBIrh#<$_L?m6~fY!ZR1XpWwU1I0uUTi7t~
z-mrQquU-%{P;XxvPdD5ns$pgAA-1UBxb!CyOK`OCLY1T}1oIqCjoo*!Dju=CM$O&X
z9@cdGVaUe&x}NUU5VaIq^yeQ0dNKwkYUTnpT~!Dn`i`snhwEuw1`bM8Rld{||30~R
zDRkN4Ed@qwM=7!Q0j%C?SYNcKIp?i?JHMtOLyQv_FiE4{ueyx-zpE!!kz$Ltddsc9
ze>Uiq^7zNG>wZ#(ZuBdf0M;ZR>W26A{&{G0AWA%1C6aiHhOJ8<!HJgRp^wx&anVxt
z$9dMqe@h;9ka+Kt1HKwb;@{p&wCxi{4@GFUh0T-D26-G@KQn&+<MfAibY++fxsL(!
zP$S<<DB0E!K5=w}VA9BHYt1a;AZC$urG0bZ$xC5z8L)o=%Z15ICv0whb^U(;@)ue`
zXLiE9d3gL+0=GXXkK!fB)TB^m8^1}BrO~5er$xz+j&q%}M$ki<2eAD8R{ipb32=a)
z7kYcB`hL^0p#C6k7|1(unO|3zoK&fqh{G9OwTGbsj<$~$hR-H*!D#A-PwiW~FEQ-j
z@bG@M+EYm@K+nvBr>-foCxx%ZyBVWyqGO{<RmajS$&US!M-BkeP!&o)*x3C8<gkuz
zrt$l8y<>!?yGRF6j}|JmtyWs63v{`XeE)$m>eX{cE=#GbEg>jk{;pRk+1*)A+eyTj
zz8o*QW48G4lyXcp=IlL-LW!dl<j?|PreF?KC`cL48AuA|{!2p*+7>cW793Yjd=slq
zb#I;nZ7!nlifFgFyJ(EpViyf|T;<2CqRs*tNxRhdySvuTrU<&9$ZK$`n{dG?4F+9j
zBeXbi7)Uh}QVi5nmoyaR>lEQhh_UIuUFB7aShvV+&lG-cP;H)#G?;gXp<p-#$6bNc
z<|{5tL$??XF5n;lh$Fw4qlX`So={)(&zZX8dTAu6&^w|@z;?;#?s{z+vRZI!CQ+ob
z&`t`#t67*5=8m00iDQGu^4PJ}3c=`RS^uo>lNX5k)898drbR5rFuJGDHM%>m#rdfC
z76gP%zXF)N3*22yZK~)~B$wHV$IICzmGw+U3BH8B=|(4#kwyrU*Zt}tVUf4IrEx>Q
zy!DbI&HW$$0zlh?i-WdX@<&Dpn61}TnN3VDZ-h<sn-v-$v^;=Ob?b4d9^&%;9}-Qy
zAdkyovcE<mg}!QQzFqaD|CQ|MHClkgXt^k(pMT8JI1M@xe?ItB-Hgjl_~F+kru3s=
z+a)s595Zk^5m(o?@{^mMplSE=x)FM|*CN<iweNt}(~V&S7;=MK2huMMUmtCMl@6R=
zNJsLgIk0#Z3@q}G2SvSqU4>%PN~Bi&CAy=}cWW1W_GAeODkxu0vyv<KLn@UTtwJsh
z9V3iT%Br6&zvfqv8sa+yO^5eBdc-Iv){oEm?~|S5y*)qR67>HiHp)E-7@f<Dm)h~Z
zoRXBH3O*_aA}g|E2GgE8Jf##W5%yRS*GQjQGgGE+7#pEe6-QT24|W-u^Wo_Ob}YM$
zjmq};-%fuuS!y}NYH82<<z~T_yfhlcj>E{LEIR&1m=E3OzC4^myD^_ZiD*R-ytcIz
zDTVzmeS7|1!8U_kJQ5Bmnw^{1QkF?4ySh+I=Cno9dXf~Sr69AP%OM4F5YtjkAFCNt
z#r0d7`I-unec=H#Jpd3ci6+WsqrcCO)C8Sg*hm6f`hEcL;NU=vVQo)`(7V)_nkT-{
zJ5lVifx9U3lH`x!#<O2>kt85G-n|lY-jV||MTMfdIaU2uZ#^pwYY+>gegjDS(l7b%
zs4iV~JN=e!aZ!H<Vv7u3u+@CrqQL8TZzG>BirMW_@HSa8JrX&xQiI*WcSa1P%|;R#
zvsEOHgKr#q#3Ijj1$ZJh56W(0VmB`q`aBzSOhx~&X5{k=k&`Z!nwU*aGsw$o9%xul
zt5oWiruk5kLD)K$z-%Dlln`c_xSrmMMVCFU!l}#fnbV?Z9UCX1&fy!2wzKEtp4oRb
zo~5d*6-`I##e$g^Gic`gCj`A}bu~n9xA+Pa;tD%x9>nu&4%Am(Yk#vo@vgA>J>}z(
zUYB+=^derO=T=FpBtXmC^}^?uMVLZLI$IhwebJrd2%0#|!LOom<u9co2Uz8kt;ZXW
z_ctbX7tt8#>Dsuf#~ycgUNs&00X;w_Zh3VRgY4rhKpl;D*z(l&s<{gmw_Jvch+7rG
zQJy?DdAnh9uG^^rA+*^U3H1Q!0bj<~r&t1;_wd$62~6fOg|JS1Zn~rV(j_b>XeTyD
zmdEHK#j3X#DXO0Y8Y5-dufgB9t!-86qSQ4@j&KpO9;imt8legmMJcTrdLs{7(_;x@
z^2LcKr{++lj26G|Bn4!*c%mun*psoyKG?}Yvge9l=I;Ye)Nk-^@_K!lLdN<%SAu{L
zAN`F;1#>OV(mLu51@DoOC(c-SivCjaT?$_>|Es@*AycKFWS-<&(*YPLyxLQXF(ox6
z4|-R=qAFH`b@e`<t4mKvBi4i*G*{hF2e<lFm&acuhl0`u+KG<&tfBbpStUXlV#&+1
zH$J^Q%^g{>1>tVNYigSYZ3;p0vfhbp@=(GGc8=D+=!i*{jKumcpPZ-Y%h}i*lhBhb
z4%f6SnyEhWZK&G#N+`7+bHNTR)NiyvvdntssyQIDJRUIP*QE3^>0bPB7U`Tmh-6Hy
zzo1B2(7B%1Z=62X1JI7L;*AS)0*7o8UOb{?5<(LxUmZs=rv-tPkrosyQD&PJU<jkH
zeSHIJYNk)28eD^KUmNvxQxXFR&Yg&4ex`<@VO&R9mg7ipSw9e}4zB;S7$qg7*!&8{
zP#}GSV<W%7Wrn~hkOAI8;NOw+bHc&r5+D1GNNY5y9+%RZCz%q-39a`dww&M*#Gc+E
z^GFs1!Md+tu5g@mfcce^X_(Z8HNse+n0!(`wTRLGOmK%#Oi_-}P4;cFVoE_V1#Xtb
zT!gfWjyuEfnLtz`BjXh1o?Q+rc^dinWJ!vSzzlmtTsy|0gxRW;KpTElK_3X-IwkQS
zLtnydm8kdqHLG)c@~CslpPL|oY8nMQc|s2pu7EMm#^nQA#tkKBcbfjBWK5GpPGoCv
zZd9mZ8br>x8H@vwBxkGUIU25u+Zz7_#wsJ)_;$hMvD#Q;5kWj~A5iN1H0UdhoF;iB
zTau@}+4M}R=K>|mLYU(@S=`?atu$-!QMjMQv5styDadpV8}pIC5uxnyg$fa!Rh7q^
z?axeF{5A>vD7F+FU}w5>%<5lX)VF=Vq`1G1)SA@HlSgI?doq6@@!LrXEX+&O^);`d
z+nI`zsC=DH2~CupAG;J8S1iv9^dHlun9D~5<~M$QHfYJAaqfCqR>dJ=eBABC!AWx4
zvggolg8I$Ixuc!>^r&pQe8S=~LiES4OEZ;EpTR8a;?t3?9c>duOpQ6|vsbglg7n{@
zD_D1z*YzLJ)%y0uiOQK6O}xyL_s4wZA{goGngc?(tY)@}5d1%&oG9OjvEqhGrVDFk
z>=U@zrFLIR2TcPNG6s=Mb__li6M~8@{!M?qy+(aP(l0chK{m+>pA=Z~7TM5ioW_Lr
z{mt{g|124Al&%fKrSd0rq`5_>m_-{Gn${kJxYFOpnvMvzD%1(2$eevIKv`1yU1B8A
z<XaJdClei)c1i8mvC6E?$v5T^^tF2a@0*P4+oc)W<D<9SRx^C1N>l1@c)Rt?#uc<l
z`u>uQ;f|n%1d>oqAbV90D#z7Pjf{s*@^zixUv<gf2OL|HzI*Q^C1$N-sV%-!UjS^;
zTrvl7Jf~=U(ougs*evvoCNXR{twxw06(Fzc9Iy%K2)>*orS&@bGxXwwG-H5-$92gd
z7w7dj1M*<<u=8V^<)V$LZn5?x6EBl7>L)Mw`8RZ$pPSwzR?57&D#m{w<Xf+V3<)iD
z(*yPuu_n8Md78#g>pe&Ul;_T-eawDpG4hxceqv_y{tZCq!69Ujz0`-YFC0@V_Z^jL
z-bbcMtC-wpg+2rh`Z=7R>rk5Xz8);KP}H^}`v<r*;~Z<qP2`c}Mr&8l7iIvoaZ?vn
z`{lf{^<&pQ79|*L8Glhfi?FhXzkt2ONBNOiU}uoKEZ!JgLin>-Z}JWO0{;a^pJBU!
z4Th`^kBD5Lmm~~?j|vt6aH{+OAPc2ve3@)}&)&&PBeNkOr3&+zH_uONl8*L)56$ke
z+oPXmlDETaJy#E#Aw?k@4MG{2WHZybe;-Qi3KZpABYesm0}X~SPhZ<EUA=MxRUgx8
z+fSO6^|6Gfi&bi{N!-5^`vYc@-2EvMxvNPp4-ZlXa}L1+$I)uiex}_$nUFE|ru6Du
znd0!-Vfo!(_nqt5SnPAzE<SpO^ns}^FI_fXZ;x<%mlQBAYTM{d4j%!^v|aC4UmsLa
z6pT)<6E<laeW`dwgZU)$*sk1s$&Kly>3q<=;-I=c)Mc>sRBEx}FuL#$utJ#3mER?i
zelR+-Q=mB0yWa&{^nNKbthvEoas6~<bXu4iT@PbKQvdF)x|%;QE6#lL2^ZM&uYtqk
zUkOHCO+B5?ZEc1G6~%_Vdz>;Tl21vn2;lNOc({mM%(7f7V05XGIlu)Z7Fj3wy&_Uv
z%UBtZ#gUYPL?}RTVa$POpW$c(4%ha|{ZC-V%F-OHTs1vq%{(o2_U78bKLsTM^u+6G
zZ_L6?DRr@fe(Yx<411h)*RZ~L(-AP*?ee4>?8)4WfE_<;`|;C@=cgX>YQ1EB<)=3(
zuLo3u=!zyG;@^o})`>k>EgHyYfj)tNJBq*DQTI+Cu059~E2s71k15z=hFp+cMxTu-
zX*i;uDv0=m-O4AwtlCl}S)YTQd3?1E%#u|SMH-zW<IC#`N;GimMg_sZ*N8pvEdLnW
zyE=F}95jhYyklWBgAJknV1pKv4)iGjFR0}9;~bO9O>FP4ToCeo2Zfy3h3Pgai9F6Q
z^f479M2S=+3y;EN&j#wd#NNC9*P~go{NOsJc=Q8X>NV%fKyMN_znuw{)Cfv~l^_XA
z-_z4Z9`TrpmvT@n)A?Slm8?hsvxXC{qi!^kaQ=oZ;)#JbnVqgr&a0TBMWrTjb2%{D
z8;YDM1uySEc7IkmVP;U2-rY53FEo*c_bVs_GN?>dDi$Kk67--!0!&<7C)_W_>Rz}y
zHJx3Rzj=|FsYuetrmlT&#X2SYHYeQ-QJjaxo099yfC6$X(9h}NSVt%B5MCZIVR5NH
zA3qC3B1|5HpTGU*Me@MLCp|vBNv_lu>~08f=@H9*l<&9j+a})pRHtC|`_3owZP6I1
zbu~sJNDGrkSh2V#g;?2;*Wwjhk+Fo!bDm>;BI{N&`>@8&9s?LoQm>Q*F_5-A2a0Ht
z@8SZ;s6z(N4v-Y_LP@>Q=<h2;WZBo(j_jNpG5Q~G{BH2J#%z|G7P}U^UOUOu&zbU7
zQ!9oYos)|AE~OQ3tTPQXOXrZ5YH1#3q^E`Yk-t#Xh*Z@)i;M=lx$LqiH5AHp0sfZ!
zl3Ssx(alO<`8%O*Kat<$Ub56?W1-G&f%B-+N!!R9D~Kog;j8FNRlKNIjT({m<@4I6
zXoqty9eBUn>KE5q6kjf#ATA^P(Xe@RsXuqSxo?)t7Rg?LW_hh~Rm$Y2Tnf5lUGVav
z(T4u6i;riboz#$0M9nC4-_^on&BZDEW}VFy%8C*>EUeAu6q6UD6|!cQSY%};)t8kF
zcn{`F5_QgdS16Vqm+5M}LsbTUi~j@kk{-QO3_G`{czj|k-&Icq70iOTNBRM3Y-I&t
zzP;gW*1|ajc*)?yryE!g$$`zA+36uU+4yRr*Ke~Qq(nM?e$#Gop;o2n2I@>|ZEAU%
zbGTFLfHgpE1XT$vwQ)qLI$X6S1*L_>sk}-De9U_aQ~Y>RxD08;uRnhO2T;lSer)%i
zlW6v-ZfQ%8uGXo6nl8i`dRfN<**E$H^q=0-?h(p}efL>?tIkcV{K~J+eY<q-#RK^?
z;LkQIPmMlQP>wS>)MEd7`Oqx`Ex?w;e)F#taP&l8O{H_M%}^y~14l4Aq~#Medbo>^
zr>EC-Tv6v@XD=E5J2z_CV|z&T$b%QCq-w+W15vto4iWx$LV|^Pc&YVpBCnzfUBsN<
zxb0HZyK7e%NeSttN!^Re-lNj$<p-)UKH}aYm4d3gs)8J_&PN>v>r|2K!tC$*EwzPt
zU-cBolj7wPPW}6CkZ}RAj&5p;?m_<RuMI_%bv3W+8)GrXpQa*uv6@rfL)o@iJ1c4P
z(0NOI^ylwa>~9>bZ+wVYPpE}$XjO~*HBvXrf=I09f(S?iOWJw!%}9PsPg@~~Ud4&>
zJRr@l^6vZoZC+NRKI>HQFGvXI*tp&P)6;h~=%3Gq0pThsyVUCgXOeYF2gEJ`1k|1!
zq5N@7qssRm;_*6TE_X?~i3H6go%rl4CS|0da@i+&^ilSi-N8E|w}+83tXBD{mmC%_
z#&&t6S>|hwW4+`!4wRn=g*?!6g;PGWp4kYB;@;-)U^UO9rR&XtIt)P8ty(lZ(QZwp
zpr`tq`Q*;{dF2GcV095$Oxzs8=h6QF=z9FxuX&Mc_qh8r*WSndXx>>e$Oqz|gVQ3?
z1sI|={-$Gwg9x>fo*hjnt~A*gc?y<F;L;6GB=(qewG*+A`Pyz)y`G2^da%j-_3k*c
zLRyLmvR__8nwMXQUkR=tpAo-9_Lset$M1UY)N>%6RJscX+_-$nQP>)^@26l!%9n;j
z{zv&-!1=T>gRa-HO{Bxh*XtMjtM5QI3mWG#RMN<1G;A_F7g6Md?`3C01RRCx=U{IM
z<Yn>ISqORzz96^z^-%zJo1%QnJ~z$mYF5Y7U;T~TSJ_6oM@i0EW(Y~21pBU3)l6`b
zGwmkn#IYFy(67_fe8I_ozOy`e0&OxbZfg4&kSfng-TFtvO!*pV2rBDSl*Ur=6BEeE
zlq-RutPT77cUUvF7FkTS8vcH`?^f{|Pb|Va5<c5^y+Far9(YCa<+kp!OXnIv{|Tu{
zU^{E>A6!qZ5(Y5T$OF+ZSKGM;7jp=38NNB}AKmvFLCeeFrF-;&n@ETC?$<8P5>j2F
z@m~qz9TQ)BWTr>G=z?yaTBO7&AIY60t#f)OKK}!-{B@#&znpv)|J?scBR!~@f~)E0
z)ztFCMdz@Z>-~Yl>nLaA8lT^?`ni~<?o$oM?&rHtc?rD1Cjm|t0`Bj(NT>#YgRvc6
zchbnge1wc7r{q4m7=U8$-St5Q3Hr52oKTXA36_8bTABmj&n`J_3>Zzohtn=T0w_@A
z-G;E9u+s9hk`FNhV6g{1XlSkb{+$Rm7J!#@aCBw&<iEKh=zq@ih!J^CffYj<z=IyG
zp~;$CU^qI>Gg4CZ=gIW@2Z%{hk_SmlT-j~ba4Ms%_%{WV+{u^`>2^z3R`0~-Zx((_
ziLM~vkC<e|;Y(_9_tL<D;E6RjSxiDF#(C~PB)06kOGrdherWUm@*>~moLk2xckJ7X
z_wOzftC%}yoLF9e5ye+X$HoAXjis;*tM8_@&g5gEq~VV#aaiISYYl0xvgA3lB*BBS
z_zqHD1mpLZ)hzIa4g;`a@PU8_(%cru?dw~atK?)?7as+yQFxwlQVRWR5yc{-`PGE+
zw{3J8^1Ep_<<MM~4QF9T;;%EKEnwK$4blo*S(;fYsV-ld@Hpbe?J)*`C>j(pqwAA}
z8Ha+|H&zU__w9YR5$aBvKhVn+bgWndlR4EeZkQnxu8AchJ<Fo92a65_PUzXoncp+~
zx(&EVkRW9IB^jbdPCC|4?zq(<>CpGGgR6y9GEf4DNX@PnX^KsfwRaj)eLXr_5L$L3
zAnyC!{Y@poK)HUHoh7&oq!1w*h>N=h+hO{oM-I>9CM&^+)W(%(KS>Jmk0}c#k9X!R
z1zJ}8Y{4E~cfAo7Aq)?%!gghpXI%MQ&Q8w6YthdGcDMKcvLTF2)aTPf2UytquWWj_
z)!b+CPBAQ6(W#5XDSaxPMOckOZEEHgofmqxFyF_u;wqZq!EUH)H-xYk-Xf!d+VA6<
zyX7{wM3C4|Hgsz-?`0C)0)(8LbJTaFLKN}-KWeKI^~SXsQr=UOqJ)ahXrk;qpn9EL
zUn6+LGOrgFs-mSokUTv}B$3Ne55`TboPrBFzx_4K66Bfpw0xmLC&!|kqM@OgG?t+l
z`xF17pk|feqT(*e!Dw0M#U`w>oUe%a;2_<MEVGWKnN=>ASCP$RGo8c7wKbzebDBb3
zSc+sflta?Cr<>^`Cjj4I<zuviL<g+|VGeQ@m1`)KI#J=1LKt~&Dyzf>eEZi)lZ@=c
z`%<4!B@~!jYD%gFWfESXDyK$U9a>?Am(SDIiJ#fX^6;DnjKzwXP4IXZI=veMz>#fi
zgYUF_|Gtys`l(`#c>h9o{oVs0e%!v#)GHG&EoABA66zz7`N>GVL?FQbTTa&VuUA{L
zti(3YVt!wkphHxOM$0b{R@hKv^rM!a(k2IrOn4a1lVc+%Dr`t7wcf+ie;8c^nv+A|
zz0E0fXyLc-Uuz^o7x<N~?~g6!vhVd=F1Bcn>U{v~TL-}iaD4Uq-a9|#7Kd{iS~>O)
z@*XpC1e~W6Gk4Zngd&4&hT&lfuNaL2Mecqr9BiFn)3`IN_{TJ!X>_g|e?-TEtZp8n
z1igNIb~(Z@@x)7y(la%HAP~`AVt*dO9%QC9(`_g-N%G>unOFH6-q;Yic8S!ms=fWd
zeaZ~`l~-e2*|?4yVxES@BmCN0c_JI(e2s-)TorcbXQ{Q328qcy%q?PBu_;`Zda-Fj
zh<~<8MU98eaP9E>!QD^b0Nqub>-Njr=dGrvL9V7X<Z37&D*W^TN$@zha~rq|{@Xc#
zJXt!x0``x8_eFhcSr}BEn2K&93RqbD_1ErP;^{f(2w?)3Ja^>ErG6%+*{u5qaN4+d
z9u1#}D>eHlPWyIi!CGS6eky?WBmkKdWWZR8Yg=GVmI$%i-p0iieBCpESW%^AO3@ax
z5hd{k1BKZ|{67Dh+WN`9G}{0<JeW0Ch3D3@QzL%kf~g9Or>nuZ7}1hpU54@Yfes|O
zs1Bo74?iMqd}K<{gHQh~thTw6M$c@M$?I2Z2s1IuB=bO60;$7lQog$|YtN;b^HgoG
zir(&m3X>ULepU4(SFl6`pwyTjC7tH2aEbSxQ)P0Nywn^)GH=IZFMcL%ziR-<4$(~i
zN#@_K+H4MKS4e-!OMZZ?m9u{;=|e5CQ7lP<V*`r!6xjr#G1_9+?OT1HgwN~Otd~D@
zTea)neKznriXM}C3(+kAL*R(`eh@hXSs*9XBp(VM(G#H~GLo}0@FNNE-__!Up!%2<
z`~&#02OLULS1_GJx7%O+CRNK@7o?&MJ>8#}F~{;mo7A(ct{yP`u%Hckg=|FiM1g6i
zEIzIH=ctol8ZFyVyslx{4}I$V2Y4GQivvbkS=c2|Pz-MDO6@}KiO31Qwi9{p2aw4i
z@u**vLyM~Lo`{L~9<CpLAQd)pfE{CZp#HB^!VK2wm<gmJK@SBs<JtUh>qg#L&VoC>
z)3@$PPWq}gNviWwlgRsb#)Zg}V6I#0y6V2e50@g7LO(Kg_#)1I7LO(Nv^goW=!}gN
ztC@knEU&jPpSA)W^mlW2`+8XVhVi*dLIE$r<G<=Q6C3>}3j#RhXOQw8|C`Y8Xc8DC
z3+ICFTVEi52$9Tpdeaf?Wb}A1iM9Z}ZZh-rQyathvz6X;w~$bEXJ5Ynj=cX;T#VH6
z5v2ZYMX}ke5!Mla-`+y|1Yt=~!>Q|OmXBm=JvBRiQ}mJ;&p%G<4vsd^O7+F_vM2U1
zSO2CK{)U4|I~ci&Zzt**BQfhv5JJed1&7>+i+gK)5zUOqmXabw0<Z5uPMBuW%kn^i
zAI=`kffO7TP+Q=t42nO+8>W&tyV*c+kTZlq+1`Q^GBvMV4laPVTxyo*@lGr1W2vLS
zCAK64Vom`!9y+2Na__2Ihm16opfCA#rmcHwM=1zMGz)iMi>Yw+W(u;)=N%Vn(uYKP
z;f#%dPu(wFon?n0b50iRCR{ANN3s?1=XbZ4pI)o#q|rRDJ-J@$;$tmsCG+sV8kt$b
z0>#5%sZL3|-$c)XY5=ibp+A<+#X*~uRPkTAt$52olaj1OIFIegZ`4`?MGuuTi+I$*
zZrFRx`!BcBMn-gmh6>Pk3KLc(DPfdz=1TN5n({{Mx^lHiE$5u_M^yrW#!e(|<di=4
zUT1$aj;N;aX@x0+ye3jb$D?>+Oz#SX+OOTv>BaS|RABUWcG~W4-&W-N7zj|*7G3x6
zms*ca)Z%ry&n+)`SU=eKf0I)i+T68c;lTR5yPd)a{)r>~+4O=|`@HKCj_n8*q(v5`
zU)(=lU#evW@~^rb>>hc-i5Y@@o{UY@S%Frhcm1AOB81qCy6M39JqDPX?P_Ngx+?Ov
z9;wOahBf2-(7RbePUCR2diI-<9!gCDCg5l%Bc=ZH{*A^kj^g14^4Ro+8Snxt`wTE2
z3PmZISX=v_*Ft{lzm*i|MEezat&$@w)Ch*3#wLn6LF7z!56_r2496a`1o=nXMw80>
zIP*W^=vAwSquXk2i7N6P3fJ2+2^=#YyxU2Amp}eWazqpNHHH1xO-rQF$&r3L;jtcp
z6uqAfO-EO!Smmh*B@E@?EWCLpwy!<n1Yv8lY|t4BWn;4(%=N{^W@>pdI-|^D+e^*k
zTn}OqcwO(OLL;dlgnNt-=)10oHGF7#J24h`=$5+NpQ<<#dwP2tKZ=-Yrup*e*#(-}
z*7d>@e{3Yk%I6QpL!Y_{BSddo`B@<QAHWfsOf1i3lanbeJH(_aRP#d3(atGgViR3U
z8x3{&^T;_Rp($zEhgs65&omu&FEtC9<~m%VZvw$6^j}uf?EYK{``8>)9yjVx`)KzG
zjlL|BRiQjyhs$bFr^Ar0ZO^z@sW1)WM3y}JP)2Aryt4(c3wg^tH7+HVAaxEbU{Hi;
zaex1TsQcwKMDlo)KZq=$S?Xns`7-R8QmCg6DlA&&WaG5$Q`GhvD%$)@OOn8AlE_{G
zc?6G2qJP%|X(!z#)mFwot99fJxO+_bua`kN&HWJEE3X%7`U^v8@(k+FRfxUHLSI&2
zOyl{v-$`f_ie5R?v7U&}AMfd`xo~$j(HyP<HT@~S&4v?}Xx0|=(F_SN`ynH<769Bp
zc{XPfREK7xXZt||`FcANV57DojhmmC{qg{DbV90t3E6~MGx<uYm_uhmW`2fdQnqoB
z`;10Gd+c&Y{w@K-xNqm=c6_4~-P_+C0m>C<9zryp*WVY5)spI<rxV39#b*oh>(%`Q
z7$C=2QPz?T&(23w93p`@KBtvcO)(Fze^Uu$P;Qu?S_Ae2XmwBplr$7GT!hDzEIr4c
zfM%leoe9wO&5`@N>(VO^fGO{R4cnzst#gZUK~_s}7ti^F>T%J_f|A0b1b$u+vnn>W
zUf>rUBNVWEZQK^1NE_dD#~u&nx0;(L#om|QN@~RJCW5EW!*lcxVA?sA8a6kaD(+-f
zYG|REpG498n#V^sHncmo;zWDc&)dFAi9`<=#D|JKBp>XXFTR^<y`i$O#DB&v(G-@E
z<`b{@gJ^Qo5s4lHV#b>Xh~zY0-f)>_;taHV-28ledsfI6_b9LxS^Agj=JL1;BjHn&
zsV`-$iJKe$D)@vHdNxdAF;TgZQ5qQxbNWa)b94Q~@kv7+wlNKAHZeOSAp6VfS7b!}
zCT#m{R*;i6DI_xX>5x)mckEr_%ew(97cw>K)MNquhEax3fk2@D_$xx<O?`FA5(iF8
z2L?#d&}TB`R34<ehYi5W0a8ngZY7zo{`)1sCiOv3eCY2Cf2PAt;v@a0E?u32gVsAO
zWR#HTkttDDIs8%dX1EX4a=qwhZxN#($D6vp`~yU#@#Rt^ERF+WQKbpG$C;RR7F_*U
zD~2US*Cx|TX?Cf<AE*CtjP-1O`e<n@zC8Dm_LxK9p;bsZXW5j%Gfz3MzWAiOooxm=
zyk`qiPHqhLty)$Y)hzkapd^N6ERaulr;W4koXxW}UKY-R@m^M1F-Nu!Qtq)PdtCZS
zx@zBr*MQeh%#CqTcc`@JQ`5VBJOX>s?}G?q>q12=&>IHn&1oqyDH}W5s%@^iSg{}a
z8gXZqRE}Ae80QZ7Cdp}BL}y(jMtonLG6^Yq_d(fBFZzmY3KYr;$_oDPRI4DA*@_`w
z{T~3HDF#fhWz&}Y2N>44K}mxusOi@1z4|&Jo-<kYfmk8g`{m~^G1|Npp!zS%Nu@Kz
z^DW72v&I}gpm*UsCr$*mLa(5$Qzt&udzx0J%f>$)Ib0NNr7$-lpagOjN3gRD7S(~@
zaF~s5x-dXVK@kH3uM+}ra^u6h##)Scdt4BjY6c{&_<?5l=4o5=ho@c+ZdwqMsz}PQ
z7=r&J>QJ&R=dIjt^Y~XmW!zLY)4zn;e*=9^iF*TsPPFP>P9Gai&onJiA<IXn%M(Wk
z=W(7*uuzZIyHU0h)yJ0KwLhFU4VMAdc#VBlG`6E6LOTY18d(guwSk>|qJD%I^PE$p
z_JYA8ve91n+rr}%F*Q`UW3*lgx{1i`vIl=#l*+g}M*zoGt2VZWUAcc}eVp31zObwz
zGh|<0rZ4pgy!UjB#Tj1i*zOZ#bGAE{6B;c3AsLixc?%;5SR;BB^;Pi?qZAfX6&ufJ
zwvKEW28D;y)xi}EHK=KvXUjRh4rHyxVr^TZ0f8VAirYvpU_IRj+eMuWKdA}S>3zjD
z9MH8lBBY0ow(om;y62~2g@af9DIdv(DM?7XZ6Y#>TqFMwguHSDS`k%<E(dNBdEQ=E
zDvW5Q2-s5jTe+}hujOWB{gKnSpbnfIC?pre8sXJ7JLjzYkbO8$q`%Vc`=d(;e;^Wn
zPxfy4MZ<kuXd4%*R;Fkqw|C{y_i_b5ar8jmPLZQ%X&O0oRNx0<`_aDkFQrJc28)tr
zla7~*><^Y53kHTvo;Pd8`(9v^4HAPMc%cdQ8Z6)iW>|O2KLEu!rts%a5?F4VSCIe1
z*IPxk@xM{O!QCnD4el<*-6cTL;!bgQmq5|t?$V;g-JJr(g1fsr{NMb}xp~jcSy{=-
zTC;MI$z<j`dp~=B{2Jghhcua!OWM)LDiy_COBjJ;@@7Sn>!F&%o>RS~N|cd9{LTa#
z_w0UA2RvUEVc|n}l-An;^_0575~R&=He_rR)p$U`kNRqoWH^-_05+RbMMlJ*>&M1Q
z?&MB-K$i92j89C>U9^%~g&BpemFer}bh(FAnes{&pn1j8qa`C^p(5paR%n?_o0WWk
zmde1l%YZjdo+S`6d@#Rf8y1unu*k1(*Y=08bWR>64FIUZe5ral!E8YoZ5VzI?weV@
z>(a(n?(<u-oc5^MEdXNx#J3cHM=qc2%*eZMSULVtS7TGbTxJMa!1mC|U}D4e%Y5@j
zh^eKMnC)G*+f%4F18n>`n5xXGoJ+G}l}>y?TBhk^Bn1FA{$iKX>S)ks3RMg>QYDbL
zV;R+w{826IciWykscUM_6Y}=*z8a^eSCSnW{4i=C8U&tfz@5&1mUM@kd^bC5BqTA^
z4G7poE{<zQN-KhyyaMc(Nmv3K-LFr4d|!qowYtdcuZ262I*!RIeSL3*$5!VoN++6w
zJ@#ij4zGn|$^NmF7;QhlBk7JQ$z~^HzV)OF#Ap@U8*NVB3pc%3?2o_kS<e-}Kn}ZB
z<}$}wp#>d#rnuwjZLkkdZ*A}T?33Sk@gwFJCY380R4o}j$s${Txqt)zYk@pYsZe?5
zyt=l1vG#JsNDsy;rFBNi6*HIs)y^=|9g;IkCml|%<NY2>HI|fdNl)4_W=-x&xo@yi
zFuB!v;^L>vS%Zg0>z4aC8JB46gKw5%xaW)vd3nJCObU$I>M+)NNbRwDpY1Dmb$S`J
zwRK}sBY)CL$ZG_?%_mL@0w2LMY4e>DauWR5x)V@>9^$EH{6cQO%&3}ySV(+S)XaE!
zS_&0>@Zz(7533QI{C6yYc*D<yI}9ykbafNsp?X4CXeUB%=3ZsLJ=vX%+HLp(?djVc
z8vMV#JIwN}ag{KX>Bo|HeMIIu5RK8dT2#TnTaJul#rvuO&2tz-T;QQhTb()OPw>Ik
zb1L72hhPdorHR`1u-}?li7Z|@whQz=39KbcSSk+L;YzKcwL%OC8)R=16`EIXVv}c!
z9u{{Y>=d3S$y`8YaVnziie|k*l^P$Fq2f&Tr4KZLgO8uXT4@BCS_JZZY^6#}?2ziA
z>@Q)jT)lOvne&y|Tm=SA73x{dgzyYeDi?a4ckv;ty>-nwo10r=*@HJ}u-Vp+c5gX#
zPd-B{vLzW^7eRhLTbTKuB(c7p@E&G)d}3L#pfRd7!P@{@&gjW3xIm`Fn%L{g8z`U|
z%Ll#(>ONs@TK6^aJhDOW1iXQR@q9IY)Xd>ErMT-<Q9>OxO**X?-#5`HvXbIK;G~pd
zRjMdRo0DsBEFbZI0L#OrG_MuP6%6{O8nJ;{k@#1x;j5RS?bcM7T%~g~FeCU^>GrXy
z1C1w|c;hU@g*tPErbx2#Dy7gks4`dK{i_+zGk3UGvJ@v1D+6tEqS8?s!5bA$qyO8x
zPIuCS=ltMVkemTmldz0RTq9`<-@ToAKt@0Thlg{Am^EK%U$qii+~5vpoGq*QZ&O>r
zji%IPwSS_Kue{Oyv%?QR@kca?&NzF|9)u(+qweQV%{XcEk3_3cwT|$-5WhN;#+&C3
zdZ%N^D3;Ngfg1N)yzLZN$j;D2H=ee=A(&;LMau~m!#EVo$GX<QtRq&6ykSPr2?ILC
zM|`=asd<lRK=k&Jx}H8<(v?u2XTvSY-A&}=aF&WmHa6=PH(=%Qa?jLrkuBJVk1S#P
zyl2R#%U!NTLLC)^oSsq`EYC)UvtdSF!?MNWT<bt-rHb}27NuQQNsqA8)2^Bx;lfMy
zr)`$$YdA4-O-U+?Qf*N>CxBS#{VBQfrt(npmrquL$&LWgIs8mi8(&La*sdRjIWe1L
zW%`;Dv%2<%8Os*7+!t(jtXAPm(}!Yv&mi*1l~*(yGd|Cm{=^gQs|6K)I2v0mLI-^;
z-0?;`-n-wtQ<kzK;b9~7uaroQb@$E&QW#2jk-w<#P8tPpinH7-WwZYj%e#@y=x^!V
zVw__w_Yl9*@BF&J*!5@n55>tancVqHn}A;YPvB{csfV5<(~;eNxo}g-LoyvoW2#M(
zo|*>D*OJhk{SWhzUCMuumj3}vI@uqBx1OJ5`HJNR1sp^`Pu9_udrGg17}3gR;09dU
zhg5I>g;L}}=eL`G+G_4>c{SR+mSVT}=V;51*nUjAKkSz;2^CXS61KSKn0(5!tpDlE
zsim_OMd1z{GBOyhu*fD`WVM?$DpaJi*`(^Isc5o!2-lW~Ms{(Sh|rxiL=5@nAlW?x
zV4qhu*rvw_WT|)v1*J55SKjAF1jyCtlqmf&Ihl9hPp`jYTDV1W{DKEQD`U|vvNPio
zrQI{-R0VYZ9CeE%#A^q9(qC+?-$Gn8SIUCRdf-<@3HTs*95C|;O%x|Fn7G@VqBe6J
ze0du2h@&FLOWB{VL4*d2kO8;PdfjzNU#51vpEnEs(@QGyQhDR^+1dqz8AKl0w`&hX
zkWH{I=#a<QFp&D+sN`CUa<Cn#%>eSEJ#taj!cikL_xoHB6nFXCtJtA`BDw2AOKq$9
zM>JJ03fyoh!R~eUcQ4XYCkXmJE$xKdi7eA5Qcu1?;c^SnBpL8)d+g;#@^x;`y@yow
zuB1AU8>D_t&11STq}EctEnJ?BwU3tlHdg8!EP{P+usp&o5Zd>5|1u;WMh>}rJ<Rg^
z8d)`z3&d8Nv)Z&z?~%8G&&HxGU*vmk^^XV@H*=qZ<WF5HUBK%3cNrpX8k4%lRBlkM
zEbA-#Euf-9>6X1(ToZ(#_yJE(x2+F!b53n-6*>BbRFlL(sQq^gDHJ+IKmWvLB>gCX
zVXyoC8A}&-KWBRDU0k@u37Qq7XJxN?oH8<6I}0D{Y1m%0Cl;+!2Bj#S7?@C|{SPpq
zTg8NL%;@O*k?Yg%sen0!1*vWu;7ZhMcmL2p-9n2s5DanpT_Q6I&hz?{$_&cq^y}%`
zKE{;mft;et!>l}ZDyD7vaqF$&1XkbPG9nIwXJGIM2q8aicipepinsWed~MumqvTi*
zkGD;r74hD(ZM`J76nA$OXrx$3hxa0Z789R_i-+mqu^&Zsp0HA|H;^Zn9#`4!iVhb$
ze4nMq;L!%f>s=a^k*O$yZi1?CzmwW$(0^mUx|+p5LTIGWPg-Q1(1hx7=}JRdi89Ui
zP|TNP^A}qL&6`J$D;*k|u%-{n@@gu@l@XO9U7F~EJJI$5-5b99JMdO0Lq7(Xbvk$R
z?&*27*M<a{#$wPy!1!?Y;J<?m2mAjn#Dl)a!5#4Vd3Qz9se~*Q8Ok7EC;aYvb%Tjw
zMYnb8K&DRy(uFzT31Gj96l^$CSsr^_zPk#g7PsS>oBnn&DOcwCa(@YqR?K|<qHA#T
zR*kaGZ(3aiq2%Acst@&8RAfko8Z`K+Z2EKVmB5m)n!+}6AL%U2P@E{%&FLKcFfzGx
zHlx3;d0)us@y+m$aIKpRyJD79002@B0ApK);J;li>n(x3lCn~+SF<U?H0T`{#~AOr
z#DwJ~2FrKzylh+~jeQt1gv|Emx0kzURuY5u393rJO$pIeh1mfS*Ex%-trxH&H^)o3
z)`Vt-LWb*KMNb$L6#Mm@l194)T&r33hKjT{W>;ccMuaNYWMXkr0ief^eF8DC=@y;g
zKOxX};Iu~}_#fSbd;mZb77ng(neizMWiS~^J!u?6W6=;n$p%)Ay8mUo*zCk_EN1v8
z5fc3}AXX)4y$|tiKIaD`V(N#OaAn3DofYTmu715gy$`wA=z5V8ui9o}y!?V%!4*1-
z54O{BqUw%dM&bfVc+r{clLUC;MQ;xo`y`i4D3}TYR8k84QcG`It<X?J$OfaJm!1Xf
z`5eJ`{>fp_mTf;47b?Opt17&=AL><@1(Xc7ZGS?J&F@%iKR=7on$vtvNRgHeeY;mk
z6^?2rl&1;}4;MYJ9V;v(`$)gWxEED_qAJ0K0UTt2*e42HFPo~zSEVG4%~(64M0YPX
zH*ukp?uI;5$PX}%KE_Fee@o%kNPj-9LUdupF=}I>bit}T`pF8dG%@B)NIxlV1(1UZ
z;6?J*{=$kwuH+Wl3NxcTX|#L`IUI$Lc(}jfII**B;{Hdcub9>ZA3XS+dlTa7?%?}b
zOf6_uh#$pdOuDD%uQ)dy5R5|AZkbNJR)=VMfaQ*s&I#X3KhdS1t=xB{uYC1%tLHBo
zqw<O6mk*Q`Prd`=Q5BW(M>ko^Xr+N}5-{(bjf-c6E-IO4_%qKpxlAz)4jy`2f6=7|
zV%b^s<d0SyV5FNyRmcnSQez4H%=vZ7HEM!EXv`VS(l3N8RSA?*nwnZ^QK`tL7!wPP
zt0o(!vsam$TU-+Fi}+lNOt8v1HpAO;^Wh38Mwi(6PrL;flt|&Rj(%Bx6U>O@suoN}
ziSygpB=;7dqrndT4y|}C3NMH+&f#MbA4vH$FjW)~(*|#cd>u+};?eU%wuC#Wd@wMt
zy-!y_XwbiVcfJg28EUh9X1*WTXMl>H6;Kx%s@+4MvJKu%jr)#?b-vI;iKZ4_P=R_v
z?=8S*z@#A*IWbx~T~}3y4OY&`m-OZu9i~$_7|=D{Rv;;%57XkqPn+!(5c$}gzJVIg
zkGQ9cew#BK#V~bi)+NzD#<(3%rm!G@iT$&%b>O(KwZ4ZL>QHgLu?|RI4m@!#+z(W?
zY>s&U|Iq<O1}X0!_@RZC{z}j}32RwaXeZ)fqovE$(+7{(V=dIQ+B+H<@!Dby>B|j_
zjf$5Bl_}T8eyjK&K(IsR&94bsAVd_tR&dv`biq1desVw#FT%)1CU89`^}=H}*t$ub
zxefV>W~QcSFcPG4+^H;tOoNh<cWNVa5dC8jDR#Qwu76g`wj7`4*VjVV{tz^ngiG4B
z(y*jVws9!#hfb5Adspf7&S~lzUcU8D19`iZ{Ao><UsYwwedEpHD2QH3A2zY%3)4vZ
zZ!eYTal_a!5<=`PJe<5g$(rMnIvR{Del$f!X0oM%aU)mfCjVl$*L-xPcbQ!1LQ8_1
ziQ|OE0IG_5<MRIlc*D$fl7)U+gvHZfZj>JUrL_l(Pi&hJ5j==ZR1((Iw#G5wDR3Ym
zv`?9^jrNtMSo-iBsiuStClz+cNZg<QQHp0yrPykR47M0Om#YSZUnOcc;*&E5T6%1H
zU*=QH9gcxn;mw$w<B%ghEbYp>FL6^+K&t7!lfYCodUZlomr7i%n{TwhfZtdvd$B&x
zX=5sr21~7dbS%A5kI9>CiQPuY^kQrY-p?1w!imGPV9StM1Y@@F?S1$0`v(vSm&azi
z?4jF-EEHn%emN3#dWo<9j{|5t#Ree8BG-VPpCL8QbrN_~R;Ey8UY2V|K30K>c$%#%
zI+|KMfUm=?^$Pq43MwU7&-lp+Nf=(7QsjsNbhksNV@_v*FkL<Y)F$9@k%1~`6{fQS
z>mm>ZuJ*^5_q2z@iwhZKEK@unhxJ=$q3)MUG&GoXNakY^G*Hdr2^~MdbYAk6CrJ=<
zmv2Riq2E_y-Grz{;>d(pA+BJEChRr}_SNxUiIrzuN8h9xF6AZ+Y)?U(rD!auS!-VW
zh3x(Ow{>skbPY?+%f%p&cDT(OG7a9E?e<lj)9dSo*#2ODC#(GzsXxr=Vo_1IQ9$mW
zV|SuK6Mj5$nvc3+5TM5T#7CDA89v<dvyGUTB&~^KZ`TL*e4!#0S4vSqN+F=4A{l_9
zC;|NWy+BwigWHyKzv{rrzl_RN8b6eUO{yv4yaUT4??a=MDU*|{RLSu87d2xlE0g|w
zLxCa)Em^6%x>jK0svE7kQo8L4jE`R$FF9VB5o-8|QPTeH2jokpSKN??Fn2%C?!{4x
z-2v^Wi_jmB3@Z)z3CWnC?G%){)*q_=dsrM?*K;a9`V*gRe<F;yyFIzhpdZRqZc|L#
zmzSxia`In*$_zmhAZ<`#i%kJOSn|ayO)Qqddvz|_xd&N63rwS41)n-M7s6L+p;xYE
zkaA0HhvBJ&{W-^+>|3mvC8%Ul8-oZzBqbGx&ty_}GUqug6jbm7%<gOsvJ#B9WR#g#
zY#=<)a`d0@IE0D!IwT_Q9sgI;HMdh`w5S)VhIcq+ayy#XV(9k6#n6DKM489kqOLr#
zjG2`9r#Py1m85G)8$7vchU7RH9=fV`lvqo@Z(;C;&(Hr2^_2yd-ybNN%>;=?7m>GM
zCfez4xA}Er!P7N`ve@$bGfRV&=t7rhsJvK{(qZ?7Mcy5Py8|Nw$>Dcpy|H+;VNdQj
zP^^!%Tupb^`Grrf$v<SwkH@xW_ZK5NgpqGp@mJ77Rp`QqOAPt`G(SfgS^?ls<4r?-
zgs|!G@^W9rMJIj{-*SHo4X8;};V|K~ZK~!^@9)B^!UU6rN%sBsNhz4qg=(BqwzV$*
z9UCSvFc%?8F!oV@6nY|$ch|MPkY>{yeeDWVze<K|It6w@$Cdwm=AT$cQ15p<?#bUK
zUmx$FG*%5%Z&R%@Gov&%is(Z8Mpf>r@;A7pA%)=&rD)a0mD+^2vqD3?V-E%yX1tsd
z6kD4(BXl8pm0&D3MFesj3b}Rl5aD&A-^U6?mCx%IOhCX!h_;V+D7;?cq&ZVr!D%*I
zU3pi!S;)M@q_L4C!<m%OaW>$lSlV9${F9a<U+vxWdm`|p*hNc~N*`Ev>CSS(vX57W
zY>pfRk`5GPhd#%yaL*aNb>9VZI2A*`_a`t0`HCI%8igA1Cer0`Nfj}!w*=i^0K5VY
z@!Q{Oq|T>WiQ%x&q3}=9^E}vJG3~27X5NHSVbJCGQL2;+wvJwj!Xq2812o~6_5vx{
zM2BGD?e`aP>8Y@XsX~)%$g0;qA7nIk4Hxg?cn?K~h_`uR{trN5oP+<X0okm7is$*c
zWtc$)DAwvr@sZ?f9xP|@vUl!1GC3(bl9%oKEP)S9O$n=q$a$^VY*0KV{1R)>Ss~{s
zhThS#YLx%{7Ot)CCsjb_stxTS&NvY(xTYN~!)=K9j#~>qFr+PKy9~})XK5<Z(`xv#
z@8iBP(*BX}J)iy%yo1$%)!bv2x6Gj_8o>7{dgn=pa2uCSS<*W;^!F4|jsap$%48~=
zS$LCj&A^;`>1cY)?99B1<Qx_7KC1L%RQr6yr1_z*Klr@hjaS%e5@EG)=?%kb#|Fd(
z<SoW!>_Ihrb`Uc@Wzj|64~SV+SrRE;UV8b%u~S^JQ=mZPd(N}*H2G5bDNLG>z;O*1
z>wcTfmkH5=u~*Y>Pw&!IC3fS2y;%0E^4++igk~E=CE_wr|BaojeA&1$9{HiKSC_I$
z&AN4;j=yis0JvbP&C_7XK;LOOnWPoYsL610T!z`-fb~oI*9vNiYDsO9njX#fOoNj{
z_~e|eh7K63)f+Q^sC~tbWPky#4IBLTJ8IC>UaK&A08)11QK3_^163L7&oM0(wPDOx
zq@#F3S)D93s#U9*JSs&}85hi%G%Hp5CM#98L=x<?<lQJ{(d79N9C4u;T6Qm&v54y9
zM$SL~v|!S<6TY#|$sQo({rg*aqKhcv6YGs(d^q;Q`j~kXW?`()<h$>wL%^zmU2PPH
z_@m2@;UG@9n1#6tE}`S8Wi<-4-!lt|b%WfxB5|D#lXn}}b5CvrxoSd&gUXB`*K~OO
zhlaJ#myVUG&ml8rR189A;*KWw6wqQu{v7^Kim1d=>JSlkE5GxaN%Q#Ky6kgj)<lU}
zZ<hpYHzeNH?Ni4@uOj3)UV`Rti}BCKaw6%k5}Ax3?s@zaO9X0p;tV@B_TnhM87GSE
z?WxZtBbDlH_ORYcHG1`$b|uT%t}sGj9aujMKM#e**GMok!6@))@-A(x`i%65WV?V;
zvh=~+@{=hkiQm8F;EdhhkYlMnq?_gNO6g}S(aFc6G&XL~JTGnVG*7H-Oq)JTp)9?y
zqK}xa@aN1RKGnT!!EniA3Y&ma_tjP`Us<}s1G+evzWafld+zC19<gS%X0JAzF$s!_
zWrY|I6d6nUyoVFVl)JgN+l5ML{^Vl}mW>T^TxGS9iNu-Y&$bqw{0|VC(0sWhw%W2}
zy(0O<ymEo2rWdyJr~9$*W9G@0x5<!j7#~do!P~<@o1Eo@1r#SfKEy$$s3J-)AxLAV
zp&g~AzQdbenMZ6)Pgraju1rhKZJBs{$^9rlb0o!~Jzz_L`|AEmw3TloI?kC#w3~<5
z-#QWM9V1^nR3~f|V`<5e%W9jgA_|SmDda|dotwfvW#A+cywgtM)jIxFTA3=UNJtU=
zu15JQw%I7A-r!5a7nS>0l_j}Fe9Yk?Z6xCQ2>p=h-*wj>UU3)@!Fw_KuU>m^5^gL1
z!mG8H3g@uShNsU}B>uQylsE9b^DQ{y*&=o<?8K3Lxw~3=fO|FfA~I0zkgF~G+dKC)
zmCkhi+1(Qc8Hsfn{0|J+*pz6h#$nTS?1W0qqKEI5J?7BR!3N&;na+xJ9SV2rE6h*5
zAKE(`Q?`tD+QWu|;h>3Z1Ez9x={ZhA6{f5-!!eH(t^B*e#v<hxJH?L`Uxp7VEzop%
zzEEC~^oicx1at<*=f+B*B1sUw)U|vp1CL8<o{<SHtuX=^Nh8|lNk5Ba5kPge+xW`d
zbmTzdp0ncJ$>Dh*X1&Ob@3O=n2^nZxt-;^Wx7i_qXbmh>D?8N`ujb~glIINm;9KmQ
z9}w(qk29Vg*dcbRm29xe73Yt<)%QA1Ce{Aok%j}BNH$i9=rq3V)XHYtzdRWX@W02&
zfU=dvbjvy6eMoIDIRBO}lelfU{&<Gt@K{>Jb%lW^Z+H6$`eMYPodVWnOFCWXX7^mS
zrZQT5M-r7~U^6(~-u>;mr`ylY?Wac0YEGEol<6w$7s22Htooan@>gDv4#?HFa0@^a
z9ns+&sW-&zLCWy^ov*xyU{?~?>?$fE_|hK0Bu^VvcHH1JVWeO4Ieel5RdFVHD>e#p
z3)x&`iJiPT0o5G~*<p;@bHiEPyvT%Ckvl+~j4|t5T#(==)0*bDcmHI1Fv2WLd6D4E
zuJd$<TKz58`>De+p7ApU?+JxmuaC9xama9aHXus5QB)Lx0E(&Nq%!6_5b@o|Fa3*<
zv9#V@M30Je!}+5z{(|%J&E%*G`TZ)-_x(fEZd6@J`cDd|F;OoC3gjH{h^f@1$c|27
zAcez01fu!1PWKcQne}Fzu3+U@5q=+F_+$_T(xGL`{Bt3-Y<rRDIWOQ>A5dFy?TE&?
z4=F^Dp;FAB{0yC)?rLmTIpb<hYI<cKE>Xp6b!`$S{-t#$Vy7uQOAL|<+t9ECA~LaI
z>=u}LGvR~(SWQeu081qlOe7HKHSGQUX%5ijB5v?Z<hJcy#pSsOGxsLO7iaVro1*5=
zy}QG0Cr^Cb?<;@A(}qtDFw<#PFif~sqKOT$b2_kSu^^My&xGO7>B4?=Dx0u{`q=JY
zWgK#s983u~KUxl`h(xC))$|WQs?Bz=Jqg!tj;_XR_?ok@D(|b`94FEOUha>?#P&b2
zb=B6k!(4#DlQ*5Ek}xZqxB-Dlfrj0A=P#IH5ZQ?|A1v0k5XjsH*ZkeMCWnhd^IQIA
z<*5env}EHsUKAOO3tokYjpo8z(vDg!-?jAI^NSHRsmcGf&)?rY&RxF=@=62SWpmo3
zv*|17FBT*wvMDeD_%n}fMi+x+YD*Jf23;n)x&PpyriyUt_sR!a%QioXiL<*@^zFWB
z%7hoXr^xVn^v#xHJ%aFMPbk3(pCt;>3mlgysCRj=+gb24ZP>s~Q<7;sjLAIWtRC69
zhzVrdjM<tz;eppO<7tMaz;q_Mi<+?FI{0C$W=Dtb34>2d@$UrmLf?5Fmi*lQsp;uy
z8i;s&Len~KK>3o2t8h_blPJ>bZqpXEjatE&`!!jr9k@oz-|T2LWvH9L&?6OD2>;0|
zO>Yc+#1k{{`)h;fKQ$^K0FL7>!0@yHn{6hL*fO=@@kX6Qjrz$SqaztKTc$55DJhQL
zi{)m!-;(HG(g;|aRuQdP8BmX7b%+uzhxD_SvbxodGt`hyO#i?Vt|bfRWE@ismX%C1
zOA^vhXwArXnfIogVko`E%x4v?&l<S8pUOy0lr&_lb#uyl<j^F%AQ<<mcB|Uoyxag5
zbAbv+NzY$~8VgErz1|HVMJvv<g*5wN9;5-HoLp(4=^dQxWjSjvK`uH;oKtSmE#89u
zj>_L^blg&q*z_{&oC>a7YJUU}zvl;;sPeyBU-$q1O>0KRd8Qe0YC-?Qd-`GyhZ{ei
zrKrdY-8p3}S(~nww4$8hlLt$?A+GeZHZM4n&w-UzNB=#mr$LJ3^{Wda>ABj<0WsKw
z(%PR8Pg0vzq?CgGT(mjMVqUqg&Mv(1g^e8QbCsHByj3+=J-9jN5ZKi6dOV3eeC`$g
zJdii#t%<g!irRY>NW9HP0WIwirR=?05#|bwNxHTCNt3LcY3osGr-w4lWtPebm5w-f
zgP;kbvbwGaNB;WUsNYKDD~Ap94y;upe`>HAEDtDEGteub(pcF<7F!Gvp-6nqNz?Is
ze?$8_=?ly6mcJNnEm?1(!<hFOhNLS7#&(VaVL6s%X(+=%-|;}LwhkOCjt-i|&_NiP
zzQ8eWB-pJyl>TE57PKhm6+?E60b5!;Hf>s#LPp|)TAs1F)O6t!aE#&dtyWtDerZ+3
z?sW<aF<22yXwUh%w2h$6Y>{+CZ|DSs!;5=Us64qyz(?EYg*hxp$IEMnaPJW4XWKNw
zE|#t9Z^dn6_ItN}DQ2naD^ruQjPFxS{BQkg{Ti$Q#Z+T<zm1zi!3!5RaI$i(vR1Ja
zhH5S<x+N2jF5_&uN@2><xCw8yy}`ZyVlx01`uKAQHLOwB()br1PS9Z2Q6RE$l7DnX
zcFTUq4OKUg3-dPb8{)f#L8Fr^-u`692E)I<rgFB37OgcSE%e4~M|xzt2zOLdP&<4I
z3fK@O_e;w*05WsAE+rd4L;{6|>qVmxQY&x*Bs|GR_gLIFbvLXhP*JU1dekC@<EA)x
zK~>-X))ehdq~$u4Mm|cG0AQY9JFzg8#2?T*<8C3BVdoP_j9iw?Tp;ECQeYZ73_8ZF
zA?a}dQ7qAO*Q-K6vMEsuoQV<S%Ac2M<VmsvtKVhi7&Uc;f@mm(@!#VVgk>cp$~<<U
zM1uyDuuf~HU80l)jsOLwj3;YzJZ4hi%3MIBDEX&kaOdoi6N3TKe%i&_z^r!LPMD#4
zyi!#~on%MS(0Ma=kME5Y)b1XQAZCjS{7P=yS@nWC$_5eq^D|>>5$XpW+ij+KTgSzI
z(|WCyn}5;0yLJs2KMGzOzXV3;=T!-(p%%uAWe2jZV&ux%J~-KL+t-Jak=r%q0<yG^
zI2Mbwn>jxbtv`_tB`<f@9;};GRLd+?1V6CI^-KpkqVvzWM%C!gY$cbX_a-@OB}=d=
z__evZi%MkMzPRtd6`%IfRwp5<rFNgz5*FczV;gTmIS;|d4Sz(uR+IAXH0r33Fx(Dn
zA7sKd)xxRdS$`9*dCcW^<fl{#`raY6BX=M1PqSOdmMx0fWZ@#6UfjPG(IT=Q;tdeM
zV6{?o`R&NV%O*Y1#2{1spu*!U$cL8}q!Iu&Q2Ib7rVUzT`*2q!Lfu+8WS(sVp0HzF
z2aRR#q$Tyv%XO93+#usu(yf#FLZcM=x6+c>$mS(10>F)pSL2hF)#m{TPPh@N(QASe
z4b4ndeAWXbwr~ECD@Z?NRA_3)&t6x{zdj9*q|^f`{oMcM@8dAS7@(cr--6fa<vB%R
z5j$&ht|ujIZh_cE$fjFzVvEzygG@gswu3@C9U6{ie~0{A&4<h!5-otj(>|*x1?YdM
z?0%y9@lq%DiRy#Iw#;b2@6e+bA3vAP2jg;1S3Nt*uPftxdZBuX>y|OH!25pHiUM=v
zota4jag+JY>6#O@Z!rW;a5|V^N?5?=lhvv*X)heEu5l9oHHp|MZY4=`bISlEU%*xY
zQ+1>3i-fc@)l_(2Cc&)V%`|YG+OXmKB?k3?)R#W0`;N7c1D?ZL0Y+SOee2JugJEP2
z6jaQN>Lw`NNmM{v{M*>mxhi3XD6_wA6La?avnV*;>wD6T`#aoQP8CcqgaN{G@^z^q
z!$q86J?FPG-*W=cpT`y&*89*(@-=u>GogfVRT-v9no%~GL!xIlgxcNGH=+Ll*j#Lx
z9niuWo>$X#88rJart*T|P?3d*XmqK_-8cIw%^u8Pn!;Mr+Rt$TLYoqh-D^4tR0#lu
z*GJ%!R+Jbemj3bsK^p)#k`UGL7aLb~WdA6L)pUp~q2~@-;w1YK*hv*jWE)KX<8Zs;
z@*oB`6{8ChToT(-JLjE+T(Le+@jQ_u{#X<oibf<W^wRaA@dd5|X`G~sC$Prh_?^d)
z!=--WhsVSOPy?y~#r-#SjDtLouB*!%N_QfKW@xh_64$t2df!z*l|0$k)YQ}x5gCUH
zKzR9ixjJx)2CqE62-EjjN0hFALxlPY$_BzudXbcl0IsDA`3JG(|K`di{dYJqg(^?L
zE!2@_%(Lh$(eWk{Bw#AX?(!1Y{qz&s<eqdh^W?6T(i#x}3ofb1q+O~6wBrwAe_~Zl
z6}cyC+;l41MX_g;rB%k>icm?;Thw41XiToTQODI%)mElT9*biM_5eH$pbGjGp-D_n
zYbP}!Uv4J~+LyIk+V0LSggHO({S-<CS*RE=OqQyvYFaUud3OK0pq9(%uqR4D*-6Pf
z7)@hloXbd+N9D#%YA?xqZf@fah5<I(yO#Ye&jHU`u_@0JqDiKtVsXfYcsc9yD~rXQ
zGK$Ms)a$V5PAbtjlM*yGVgD?q+49PwA>-l_AiEpA6a3_3zUx!J?jSd5;dC*p6#-1C
zz%KkHPc5;kF22@aclE=E(%lm{z3oUZk=8i=O+RUEO7vVeB5{n`F=wAC@JMT3;1Vr_
zWbt$FJt#Cia{3eUii(7CW-u%ZT_P=W?kh8*wY3v^^yi*hI})>@I{!Ox5;QBrTL@6=
z%C|u_n?AgKl*x(_YF8*zQ3f~O;=OUJmvk-9>ZPSCSOQa$S<KKQny{|!Plw0rNGyVR
zCO&_ElD3|Xx5FMjlb|@<ugTNz2Oz}#4{%?TWsq-VxFcu&`}k7GhUGnwwA^DU_}~KC
z-d#l?$n7(s<V;7;Y&g;;1+NT3aeI4HE#Jh!9_kiydwlaj3hhu*&BHMj9AWzqo|E?s
zh#hdn82Pz+WO}t%s08{C*j7OefQ1soVL<?dF`zzbfe`fG{#wv7JqL`&7-DLTSEF3|
z`NN5}T#Kc{)0PTs(z25^1Q5wdH<3R%kxvX+4uOJ2zpua-&`Z?;;9UE5DMPkDV-_hA
z5zk3lX{k6^0c4@}3@QvYKb8kJ3YDpM2R{DY{{a7HzkU+(Ms$%-Kim73{2QP=glMJ&
zB%en&6Ep0c=valYeyzY59-CfWr+YtD9=;YkCTaVLor;1CN@9fOdH|Bj{anGPW@XlZ
z;4`xAEfLQ~oD^i7KHFcoDpS7q>*dUP+?@(mjGu!r(-&!kGV;X%f#NsK*C+^o<Hqdm
zPfKtj9ZV1TVsnMva;bsX_fR6k+EVUAOV5P2a%q0=>*n2Kp9Ely=qG?wHSOp&d<iNv
zmX=r_{3kf#!*hPF0?IdD2)_wF`_6t2ot&fcp}2!uXu4}l7c>7)ZKF0e^bh^tQ?{XC
z)u?08`9AcWheDKcdc>px-rn@>;q83|TTcSRhA$6r_&98fsz(D^`}iTMN+lr=(kf8G
z-<QYKk_m>(oSRN9()|&c%@7K6j#K^U#kSp!y-CF6g!@@<>NaCsl#DC&cnTM)9O*>5
zLtlds=hR->v*kKmy=hd5<g5n_MOd@xkirYWu3R&krC^g6yMcb>BY)$IPMy~wr{{QM
z=P%43-#y))qM)+D+|_A<`PhF*xT2tkOE8Yv=F{GVY2&Fm(dYzp^Zf-c)NT7N2X))%
zW$C^Qz|kXw0W2d1o?p_8Q-+oPzfmtiM!G}!6hwe)xJqyb)D&^ITQfiT(R2u5&ss`?
z$1cDt(JoR67J2qc5pUa^Fs`l9phh2}YToVdAH=&lbudxXf5~k=5EUDzB&0)>R5g)y
z>25QK7-s;3B0^^0ot_i&bvIg-qH*L)OjE}vl$-FBgp>VHVzl>I$Y~j+Qz~C0HimgB
z%&I*X2Uph|oCwL?aiYQXul=JV7fEDMIm)NGxBGCM$DicODt>Y)-_d=~OkTESDJUpO
zMEzdaN-d3jR;@2ki+y!>hFcmsd7?0w<+BY0DA51OU{AFr5!->ehnHRMH&jn8QYAEO
z&I`s-P%qkXg=?(*MLWkUq{N<PLj1iBw&i67^}A83`vN0sDi2`GYo_so7|cQ}&ks*w
z(n`k}s%y6AFAygb$684x()sp=o)E>+c>x#T={7~c-MWFG9jf(9`s1xM`IqhXpDC$}
zDcr_ZR0*L(akJ}C5r`j;B|H($E=QxItu0lY20Y0i7{v_pu_M+7?Pa0p+}5S@c2^jm
zVS7wz?f4dQ)2Wo=dVJ-S0^qP2B|(%=m!}H-?5)o(;yh8qA&o5!mJNT#nj&pL80obT
zv<s-nOx3TyhprNm<(<V}0s|YNO^G4<j%VF_DkyM}fdOcXod~1z>-jh>9*uf11Ty@I
z(aA_GFFi^e`T7~=3W_0xyL}EYV^b*-KHMiiidIMQT)_waEQYFH41h1bPgn<6umW-b
zEDDQf7a27BIi34`WHB{=We`^G9pJ4;S3L1&TY!*TKpPM8__Ln|gFJ@GuIK&pK%qFj
zno*ZNPHY3=ey1WGJm;5$dA@b_t3#}CAX<j2R+zc#ciy%=p_l8>Ep7<Q$5-iDgS&84
z1uBsRD|4@#9^EC5Zn8n<`BbptPg<)vtCC>ZuK7S(-PV7!O*Tg<YhOZ4K;5^-e4uhA
zT1g8i#a<raACt^PC?Bf&!4@B(*85S;>og@M-_@9f1J`N(FJAhAey3mmuDWptui<Ij
z2T_@13{`U|EGBf7Qu1!eV{Ss(C^fssinpf-Q(`j9j2%-rvjrj+R5ZNKEOC!pC)N~I
zLF3wearVT!Lg4(izWsm|NnIM>Uabjo^+-n5G-vt6e+5(7qGhh-TFQpUr@$JEp-&8{
zguqmzy-k}6OrNecENY-%WbXLtr1e4Y?%<lOkU_tPK_Kf;Q`5fdQA{P!3VP-~B_w$a
zFOXSgt2@u(#^5ra)KBG91dY)uYD|{m8m2O|X$Z9~Y>@2(>!HYDVlBs!Y0X+Otkhy=
z+mL<<66;OD)m5%~LPDzy00|5_w5k^F?rrC*a2r-&Vv-4RJ)X170oTRE;Vufm1PRLI
zMW%7GHweCp#~~lyK#ukWZ4qv6pJqf#k9l_gAT1v_1pr3nj6I`sp_Pk8G!|>g#0l(D
zt{!AXR4AX*4(I?FqJdp*p|nr~3q1NJHN9tM6CoBYJtHj>U5gio6dXz$3)?Hr@c(XM
zn7?Tm4k(_;q6U$*WL^a$QMrLb#i4b@hzfBqZM#+8e?J)A|FgoVi`OCW|M}9-K5;<|
zS|y0|#wntx)mG)*qCr6D$y*1A{tvnUlf8oCV!WqC$(|o+kg4ToU*4#G8T*jfc)Y&7
zu|dP0UPlzj3~azqAeIlLHVZl<!5jt4=Kkzs1ohhhz`9UESsl)s__xD8>_T7^EP3MU
z;AYu|?_e;DDT4T{!bZ|<v%a){ql%&o*b8cwA+w~}Y+pYYAyb7`cwd|*OTx^%M~_1b
z7=vp2X`xn{eXAPF%cb^qjMAF@T`V&u%9?)>5kt>G>ryOPf>+?LPHE_6Xs3UG@US-F
z^e%c7NtfAgs5~xYyQb))w;=kfqrx8L`c8n`{G?Rtq0Mhj)wk)1nGbbwD?zZfRpr#{
z&q|0IK@2nB7tz1dj!CvUo<bdzDLNnzq{S=HuTKb8NTyEgiAZWGK62->iJeH1>0D--
zT(b1KU{{Aci(grKmTppyF_vs;`dWLzmBHMNzQ2krvh*|$r}ZtzQd!;TSf$|$kr9+M
z{5W9#o=?gJ2Q*#_Jyk0H#(LEIRPj?fr%k*BC6D&kPy=g!y7>klYfU!x*1xJ&alpo~
zb>gAlv1L}Qf<HJiRN+CcWg_&R{_OJA-)z&OhN*Jvf`eCgx^9DWaDU+%^Ai+<D9o9l
zlFAezY#c#N*_E4|ruFN)IhNG>L%dez4G2ovn5g(@Z>5hF2wLGs+0L==U78{uTw{$b
z(pvjM*w0*fT4`5#h$KC)T%O6pS7@t&Dm^%vR)-$}{}CWV6)JOo>L(T(b#O_s|BCb8
z*;W1?=RK}}b-ZAxaaK-J^OO6BNZ!H%%fG*uN|M)Aa4p<GQ-28>Nm%%KCFLKoig+qU
zSk?;KGW%*O-66*hbH^f;XT>(AexMc8r%AM(G(sm-6&s{QC*BN)@{`rpNvXbK@Vce2
z+;6WZDZi+??nLr>k+0*cn3bBAg0GD(80lY^_xDKup#3sc0<)EE)+(I}rCq&OLD4^R
zUu*%`s1i!ae0=lV9;;H`{#iHVOh9am%?j3QQlAlm2b_nD2dRhhZDKOxv#40-PCNHy
zn~$t*p9VsiK{EcYZQn{({B<yXDYt_aB_=a9X9yKEQ);q`+-o=Fv~!g>@#wt%)PNS)
zOx*LX&_V3ZL~F2^!Alv>uRoTb*0W;=zn}jO8~pxW7*TPeTSdVZr%03|BAbY2H(Nmh
zZH+m0fvLqlXl;x*iXqA(%F?PQQoOs?_5F)gsvo-w%9Tx|{_BT=C~Ia}CIMJ>#Mez?
zQuu4y{XwcrDmKMWLMHyBm@hxtjeze;?DOB^gt@Qauevi$qlA9Rt9POn$E4^vmdJ`)
z$Z)bfZ3CyB4gx>u9#oPDn;MDteYVfh^c3qHt;44`%aJD{AU^$^vijONu=qr6ffB2-
zH=6+gJ!i&X1m%)haCnV^WYba|6mR2D<v%{aIiDK;KfpCi_42dRwA{W|!uR)lW{5^~
zMXBIyrl}H}E-)PvZKdyGIzZY3`V;Wkkcu|R@gWGfSs_X*|17+`_~+z}+F$dIEAh#;
ztAy-Fv-FWuWhi&*y?w~9au%vk#jgN;#VXj$I52!9DePmb*U?fQan!CB-qjf>OZyw}
z4*%~@L26s|4x9`Ebs?O9Mj(a4*?K@xM8cNBW0I>!10v?PF?%`d`0(F4^E(vq7lVly
zeJ>>f*cJpy8DUA?_C>Gq5Yy(ravF4TimH~fT4hQUBaIVEhI7<^LonfS00)G@0X45^
znZdgtmkZpquqZlLtEqw1bw>SY4<!pmG+9s~CxW07Sp|Hjzuv2B;CMXDtLA6iUB&OP
zVaqK|sK0Xf40~+eI3vouE6a*XU(2nB-b83x(2I8%@o-DntmynismjLa6gg2+w06Kj
zb1k@83P)#lxT&QCmayVLN|?$y*Ceu--%%CiBw#KJI<3k=X)bOgV1EA~>|j)n_-82H
z?pUfRAaX@lq-FWN91Mkmz$5UP9d-3C4xs+1aDMt_kww&w=|*CwJ~&&gSa#$fD_BtD
z6t=R&HgiV(=T#+y=*5cvWF8>6U+mJfa)qGioz^tWtif7gktnr4a&z@6`JOFO{hleX
zinCQ~Z%7}#mCBRa!05c@z>})Dod+y){$;2ZRqyl1QogpRDzVb-AM3YN4|dx}-xneM
zN;iv%EyWaM9gnr-%Yq&;!cF;i*1*{y=$hGDbfeXeWV^?v6@!91!Yo61P1GHnqIHUg
z$HM47hsWzm$fcsfbFYxEq{$9^u}v=hB{@^l-jg`p+;V35P<<w_(`kJsu<)w1bw}5L
zo7?wi|M$CRFGm|=CfD~D_rGVQF0`}^5{N3WsXxk;PyAaw>?{|w=}(ag*%!Q)+2ysI
zvk9B-opaO9B`irCs=xlutmi8=TMRuRimBuHlyi_CK#8X@52kLsX7gK>cHguQ_+<WI
zZs#C6)%9v`p6O#rcWGYtogbr8A$^du&39ZG6WgmYva!pbA)f(u(DCiQM`QXhz?`BH
zaPHE>mi5uaN_^6;H><;^t=#s<dNiYrdrw8OROP3Tehi&bMnrfe9&H7FN;OrO8NBIY
z8W6iTPRMpH#g8~1)7}t06o_pB?OCT6oS8J*_aKI@ZILI*MtqAoV1*q{D^@t?N@(?h
z7rL_yZh9h$S?baq<VJ7qw?8RL@RJDKpZ2qGHye!#%DG!kS<9e({auU(&mb`S*4^1H
z-RQPKwJl^Qfy$7E!yAj8xOY$BHZhPrVv$YDw0as;!FPM}gH;6w6=>Vxm-Xs%cFoXP
z8ol)tiNSFoxj=<G1V(>BA}|>+G5%Im(q6*SP)`zOMyj*AKP$p(5H`0+EuYQGG)Z&-
zcpJ(un<guc?#i1?&ngOMeo7ggcO-HYbbFE@NQtmI?Ra_0_g6$CB$cJLsTqJQ&lmP9
zS()JzU&!ql%f)gX(uy-O5n^5ty_|Mme_P6+c@AZ9m>4!6BXErTV@WIh3#`O-Fs}a<
zs%2C%NuVl*%wx-mw#(HCxRDj_oMB4eRU>vQ;<44}GUCC`0=Q9mZ6oH-e@D^wUb_+~
z?8&Uj?)D3-=nQz5WUYAQ#HVN}0Qa(iNty7tD}o9Oz%Pv;?omss4fNO$H+cW}=#EG1
ztIqakyEIw7N?OnX?@VDE+nx<RdFF0{)^-y<H-x50Ke>cpa#6hlKdmF|;wC}a^uEzw
zN-}1Jx6o$>%Bl%f*Gkq?KC3pwYY3Lv)gQhh=8a~|WK5$3{>9G^fjIL)<a?pzQCCeN
z52NHLQ(QQlaH87~upuMY3kP&Z8KmW6eZkE3JtiK{BdbmlC`7@t?C}t<H!m}BcUXQi
zTcATP!LHmA_<$*XTE4v8v?-w!ZhL-=V2UHBDI=r`k6U%?DOz=Nh?fykhXd#ukGL9d
z9*+OxvIt3Kl%mZH{_MO+5rmP&xRX&s88Uiqm-dNQK_r!nXfjJYKr9?hD8<3kwRhiK
zS+?Y6F25%|CRBX#_dVWm-HV6zR~6+<222I&`Je~}Om5uou!id|a-VlFnSKouRN}@|
zUfm_ns_RZV5b~V()bp+H;>EileC7SpSfOL71jL~c*Kt8%BU`f8Z)9RETah7ABu<UN
zql-`~$4L7&+t&WguLQ41s+Hf`G^q*@U^7pSzQP66b-hKy%TWkP#}xarf1xg4n*G(a
zP>`0~DsmF;ND$BOe3$ea27DU|a#|W3$U}IHZtq@<4so5AOFa=c5n%O>H0l(Xl#&X>
z=%L;%&dc)Kz~pj0>HkptYcsiFCK7e=rfD$>XZ7Mc0~Z9iPLi(Ur7(QSpLmum(#7al
z?-8pBWu?WKf0?`e;a1Q#<FaVYaAffZsHlHvoFWfH8(B|7`-##x{g8O=3)VR@Gj!}{
zF11DU+6}LCmmRAQkK>J3Gnz>W@ha%>-qE2IG^(5kK!-z|gBbtYwos5x1i(-Qv+OnH
zPXvt>i-kIW@DDys5f60oMnHDGKX~;%WA$_7@TECu2LyO1&N1cXCFg;(x!ji<@L{pT
zEAj!#+V{i?sZ0xgjI(7BtxAmxbW0%z+{1alXnXw`6t^5Haa?)XrYSew;dGHb-YOe5
zzcnRsd;QHR7e0WI87ot=(xZB4lYqRU%osfbfD@Rk7j;bO9%L<c_In4*_Nj*a-0z&e
ze<>dB>?Ow4+8NT&>6+YtH6&2;2Q)Y)kbtYMlCGvLF<`?rZ5cWL!0WwolX-&^9<(T$
z@t#NdC)v0`6xb(H9Z)bAc}+>GkSYguZh@Dl^y_;f#a5ozqQ@Ej#l@6PHd49&htWba
zVq4eZ?H*LFvrv{+7W+ciUr~9rqOGYYiN}12YS;)?kjLD@h82eyqXGar^uoOf=b(ek
zrTCS*Unq~J2`KF5c=*!o8AQ(fq~gyF`TCtPSgBygv(+ajK0--5)CevmUWD&7*h`!J
zG-c0%ss_IMhSb2fxYs{DZzQ5@I^s(cv_P`kV+{tp*@*i)1tXmgkfKbVWRXJu&6>8V
zeu|tKEf}~uK_zBPQc{wWQ)4pB^7X+@rX7REE;LyI002;OUb~V>qpN1X#aYPz+jDf@
z_Xjj!ECEayfNg_<LOgom^!Kpk5nS%WzEkAcN02D7YN_vZwSjN7eyxXMg3pHA#x0xM
zT3|!YA+A!6>NS^wQMB92`1i72qG2B1YMbC008BM30H6zFBFLm0=R1$DrFTon+9o0<
zMMCjez4XMvd7bpQ<(oOL@mB(5+WW(rbs-Ncn+2wFSd}xOp7@@MAb~w1#V^77A}a>$
z-<_{l?ZteRAAL5L=TmDIs}hUrfrO-3SOSYoX}x)t-H!b8X>pNFj`)XWK2A<izh$ex
z)*{ZwsU8M}yhQH_ct(>*Q!+fIHqY~M`%o#%Ng|{%InQHULL^^~yjsRNc$IWfKZ`%N
z)wT2w4x1IqF?6j3N-4d2EpmD!FTz!dEZ7zzM6P^yZ{TZ=Ta0T_h!*1r7};oaY8zeU
z-b6#;@=lAGq^>FsKql~Vrg-;_H5d$Xz_J;Mc#pU)Vm#SbU%cjGcoL03&1P;ML=-eu
z`24A)Je^N}a;!Y+U#w~dZDPHentGk2M3A{TuL3R|6poX$T+PJvRmvHLR_5!REbRVR
zW6+l%$NWagr`vPdfxtm;&p+RsF#Y%jeqT>9N`oz3Q-_}7aVxcwb$DHI3py#$f6H2q
z=KXRLBg$3d2-wLrGxqgGIm<Pgf00^Z!4I$^wA^Jl&n-B_IMKSw7OG}CchJCuH*=wh
zBrfblB54~M0o;W&lm7AJZ#1-%G1Nxds@pCjJ84ZLz@1DucYn78NsQ(8`J9;An$ogR
z^3^!%mOhe_cPb5mJWP6@{8w05Gek3G-u*ji;P=<w5noRsrj*+7iSTjaIm2Hmj>r^m
zNT5Y5zrS@GZqv|k?^5zeV@nY0Q`rX!*<MLg8f6S<6~LHL%7aj>SRp~4dF@iLN;wb*
z9=F|>*K-2t8QADH*S(|FV~D(znH-Io2@x6+MH{j*__l5FBkaQkG~?rK+lNoRu`(E~
zK*)DIJpvif2@ff_Kk6S023(vd(uD^r9A4cy-9+xSwZfct70J_}IFy71zQ$kN$pc8B
zRFkl8LLPfu(hCISJXiHEjZ(PPDh{Lf_t8ZZD#fA~LYB3ddKS?!b0yGK8k?Nt+q1EE
z1F8hNJT&2(V@@(T=ryeKAXiU7u5|(*iso+RSbNEilSviF)6%y7;x+??T}X8YCo7#k
z2Y5LqG6J#<CJqF98{>B?#t29(QTP?i*qdG)g^>nyOMY3FBo^+Ptb36TPbBf(Y(nP7
zaX`4`2y6zPdsAws+t_99*P|Xq3+SQg&CQTKwS#NaQrw?&W$D+D@*m$%iUG;S-$c9Q
zj0MWMQh?b8n^P-s?2d*7<=&?m(GYg8aMgwk2zpc5`N;>uV>pUVM11$IlfV>-`>!Fs
zYl=$|r%sJ*dfMLmo&v}XHi*K<@RWn=;5R_L&Fyp(3zdqmvpvuSHl?P(FQFD0w+q}7
zwSS1fVRj`Gf3!U)7ytEAN0TG8_v~G`+w(;xMFkiI8TCmp&M^=1i&mGP>H7-92P8#{
zbDcHczL-QwpQp(30EfUEOqZC>3B-Nh=#*1av*hlxp3ASTAlFBwiW4+Qz_d<$P19gL
zynGkS-4Qq1VJI?_KYaGdPc2gK&}|xOf4R5EXXfP63trFpupU`V`bIl+PjZfh5F2ZM
z`dc~-Z&I$2CJ)(8f#&KHOxH*)a=2>f=X3VbZqass)8%BZ7yljej+#d4BfAi)kW+6R
zBuR7@z3?z>rwNwYwU|z9DAVKQYP1qt9$Jd=e+TEnLn<R8D`45JHh?HCUfsgnQ<%}I
zBb=Af{TY>EZB1_hSN&54Dg`0UnWSUSa)vmJko?1*k(uyN<Z$Sb53g*H4S4MdTUGo0
zdNCP(Y7*c(xABh$TT{^W=k5$D6{;4hgtH+z$trn*&Q)AYY)ri!R|=c$??eEijN}C_
zsuE40CfB!QSYsg&d6IYU@f*~XX4dq2|36&)RaBeb+l7q=cXzj-#fwv1gS)%CYjKC-
z?oM!bX>lp;PSFCz-R1Y?|9*QP?0xVY<Rl{_V~w@eGw(U)#p1`?4GWX=d#vCev7MxT
zROlJkPf&<C_B;)CS`6La-!*b{vNOga*57Dpu45Tu?B)Qxp*^Ah>{K^RxuM0=@&@I8
z9RF5DLg-<KZngUJCgw6_#LquPdP*@8@v(8rZ$JAb5<-h11eI19v{qKMrUd!YS&l40
zN}5chJ(~Mnvtx-blV8gDNxM%c_HJqC@p~;SZC{?!t+5B1NLeg2)#^AO6eXKBKq|ms
zKglvMF!@<K-9c>9l`ugP0ZE{@C$(Z#v9#25%T<{#hOmu2X)pYQO1+GY$6?f>BwbO~
z1cts9+3iIXBc*ol9DyK($>la1MQ3_bbqbWBA<;VFb|N0>(T%l^iGt4?y-jl$?(I3{
zsyM*8^-N+kxZ2yuMUIko#AA{2*=0m%&}Fq2))sM()^Qu3i@9f@7tUgn^2MSEFFWmI
zsxesSD5Z#wZz;_y*r~#m__W`PH67p}1{<^i%jYDO(BvXEu0^?~_i=4rzl$~<$I)|L
zfNnkYnN%qro-J7}s=~r)Ly&`Hjp%|cO2ZDsRJ*A+)p5I#8|O+n*D^BeXTm<DHGB!D
z*TN?-D@p5Q!rDkxq)U*@@s&k_Fw!9YtX-j*mkf|vLRl)VZwPUr+wakBkL(*PCj;L<
zS`D@7Vj#{EGcn25E-3n+vXoT8fOLGt-!N+B31qqgj)n@S*=5xh%T*Q*nLOgs<8ltk
z0Wc|wj|Ge)>FOE`hgE;oGE|grX3Q?Vf1|4q8gB2+l-6B7J-=g&qGHmkU!Luj)a>?8
zS>6<ACEBQnp{oEk(|A~$I-LPBNOy^_;_Tkr_=wE1|5Je@04L_}FTO!S=8*bK`pC4f
zh1Yn+U+xRY(_RUk!m~X^#i6*7K)3MFP?{bIEJm~eCskOT=oKzu{UG7Mwl5rW<`P$`
z11M=NP0PiU&7v;*f}j8U-X{JsZ`c15U+ZlkAM15YM0-1AC6ebqK7SGFP==OJh10jD
zm8`4s=&Aq>sl-P%tp$xJY9)K8k>ErjO@5$WGhAj*W{<fj0q8j`tmLJ5{&@H61C(VS
zP8>GGL2y}UnrSNoNFFw=JVQ-P7B-R+-b}(q0doqmN{0>|Tv;VI*mw(O=uRsI0n@P$
z$5}z{0lNuNBcEp@K|i(r17saO!8G?BjaiFCdx?CApm(l_{0A^PFn(zt4!XPbFbfVs
z0KB~TAACvt53t&~`svt2@&2AqxK#e+XWJm;LB?`$xa}wSgpR%QR!{yOWM}$ld%o=d
z|3_1UNZ2z6z`7VLYBncr3QU9ct9_mYLT++upeWSkvBcz|&+mDFWssLYmN3K+0}<=_
z^!TLWc9{3DIgY#!UmRD{xbuQ+daxaaJ?w*D4g98raVE!BZrmio0Z1Wx>A%_+elv^h
zLMYVuDJg1YmAIAoRHC7XEJqlFHyh6qF_Cm3AdRx}b~#aE%gT(5k9|S_KC4zp3j=_t
zb3m5&<@^0S?YEbEb+Cr|lty=qJW4tTTr^d!bT|W_nk=Il2ySQ;fs0S<3L#>}&XaQM
z$j9m%w^7On`ws=DP)Ay^3C*{0JSdT$6?w^9I?Ny0-C9XHv39U73fkz^gZAZfD{|*Y
zla^qG+Ek0WH~xij04_7?Kv+E5L90s#mfYwG>%tijNLMZM)xQOta_Dvh<tKpm=i77w
z_1+2J2Mu4kE|AfqWqn}zuY%PjbB8~)imrl0SbSM)(s_(9QNYLkD<lc;lbn4vt8DEJ
zC1-S1>?k5Kf&bgOZ{QdIpOR%oS}D|%)@AItss$@t7G#?4;@@RStw|GdDY9y^l(|xx
z^g#g+&w*iSc3FN6nBU4~Jr5@ElR{BR2U8F!LtHq41HVHi?rN1)iZMA3kzsnf9euvT
zmn9;Q_8N6b_2aWc#UtP<O#l`K-^W+M4<d*jn3AbPC6uAK5F%t@LzxE5i~_cKxZda%
zE1QS7ME<5%Ot7=ND1Zd*)1}ECT@3Sok!~tkO8y;X5hD(RnI;^5#R1X_GCL49Eq%9f
z{bxh@&?q5>5bxQd_;!bldlC}b_6^Xz2j$BBDi(^&^CC^nlYUJ4{gb`%k0|W<w+pYu
zf(>VT0u%th7#1uS0TXHB@rz_JvVarCWW(&kj}*Q&D|p|VnJu_^B$JW;C6etAk|D3>
zA>7M73H{W*Is}PU>+3*@Vb`h<T#afyT->`O0U!+nlj;Q`l$<Pq9CUP}iIIR8!9W%r
z2D8TgS-L8xo{_~wisj-2gc*z4VVmh!$()=P9;$QTDawq<FB<zK^=n)1qWr)=3TFo;
zbC2|E>;dgb)$inY&98mlRE%2@n5aYZP}*&!C5tZYXu%8R_048<vl)i&)ttc*jc}ac
zTzIM>ftM~*)Zyn_Lnduds4NaNl$>2g2&*`>JWwtTpw~agpOJ|Qo#HrC<H{_9lU0?z
z{FS~kMcU~U`;7|8B4k&DM%M2(GFF)o%l5b5E(w`4b4BJV#}*gOP)7TeeuOtcxvoJT
ztA0o}b%~1!6zc6E3O?(Iq;7~((FvZWr{-d&K#BkO9j-yO*+ll0i97&lo|+m^M$&t}
z`TUtoZYkJzcoSDwPW-L=+xLk08P?g~ma9FI3q-H@VLECho)0JQR5X-WDb-G*SGz;0
z{(Ey`u(JJ4hh?ZJ50F+|>KF)+IzTGSVB=FjA|-<~mS?4>&+yk*VMJ<E*eBVu?CdK)
zw9W0gXG%!Al9D*S=!c}x3*<dLh6)=1b3D5;*9aK}V@lrJnd#UeczCYvpoda3qrup=
zYC}!B#}bR-%vT8s`IqR#Ll3_|ipfE+&sCUcGaJ6IFT+X0fZ17N->3l%-DV%q(>)dj
zqTuEMV&Sk*07e}o>K5_~cry;U<lv15E5rWJegUHA5`$%c{YQ?BE%r|$6zSKm{{X2&
zX(;gM0H~+y)s;E*Zj-EzKDJS{baoem<X3$cxJj(~E37}-*Dr3j8??|<10CLL8Bb@8
zE2|ME(;Y0rD!P>2!2Y=ApYCT$Oc+sdY=tuy6I)%w*)Y5z!WX{|yHEG$idiZ~>QTNw
z{o4(#-#gqn{IhdBE^+n;8%(2KlX2ToC&>qY$4hTq#*CNqJJfw|sJ<C;GlN5Sg-3{i
zz~l<i0~^pqmy*Zx{LK_8;~lonjwkC6$>r^Xj9QP;CUjpi?hhblGR8l)?M<Vv#>KuW
zhrI2<`hiB@MJ9+PbVj1h78FOfpBY#}D6`2tFI6RxQT6B}t0<q_`WP6K{?V{oeXF>M
zFcceDoVAH$mV|g$8X6AazIqi<KDkohA+O)}egqgR7i1lN(wsSmTi`t>)|JHd54-og
zaN(u%)hmt%iHQ1#>lyD0w_{1$MZ<OYo!s5L8X<NWw@n%91R>94Ql=>mGnMTfiZ-1e
zMNDV64IchBXand!C76#Gm@>-sGnI!21M71+*qnEYDI1mQ%a`y2%$LbG;lwN1HNm0_
zande%8R*tb`6n6Y=a@OcFsDX*=q!;C2Eg?wKO<#!^NH{S3j;bh$FtlWu$v?Ypo#&8
zuEh6Xf+}SIRQ8R#PD*9jchGFZ)<jBb&PRv&FwY$gB$6ohdT#;7t9jp&K+f#16cr7K
zX5&^chTo;(GK5>CqB}YgQm-&syAzu+90M1GB5ndONc_0>1>RAJO0rqhv6NN$adpD8
z-PL(7v*MY%qBFJSz(73toc9H>&d=OHh)bqzbDh2|jsRiz%3+ZmqVyLm(y!3z-PB4K
zYvg^6nbNbI%v{&1`%+$_uv{f&*6sj4zMNEBfK-mq2Pc;?00|&3aG@xez7g=0@xLAu
zn(ib1<u)57|Kqxd`_j0n6ec@(k%xZ4?8$)Om9H)4^aUMl8hLL>XiOcLJ}Jn*anZD1
zQCO^r=hEP@JYYt9PY#sdfP#<L!LL#Xs|jm1E*f;zBZhP;5f0fmo~wmn<)tlZ?JYN-
zGTOoR<FQ(DEkVcJW~2+yQ6B1eqW@!x`^}gU9uq~a{Cz?$1TL$$<S~eMEeNT1vUjOq
z`&WE@?x*qx*p(bZQMSu2IkLXabIlAETy92N9@%k)dy<|FDNqx)#Pgo`Y7ijtDDr0a
zQE9?;dwpe}hY{x5S{7sbnKj^UvQ{mp%BojhhmtFh;g-JsSPc^OtTKhyLlpOq-!NY4
z+YCsfP&YMu46?bNc8?_-%P(w2K_V&IyJ7Vr@U3e?9qI9jMZ<78pOwqSAn5*6EQ8Zx
zhY3u+&*NjKV^X)NhT;_UB(ak&T(Tl!IYJ+ym1CA5@4f^vb2}y9i>$%1ZT<V(aCwU7
z$*HE%#t@Q(x!28cT$y+*asKqC)BC%3zNWGEOEh13P)nYX_n&zVQft|60d9>cMmUDy
zlT3BVv<Pe{gLUV8N_b?(&jjIF1DQbs%OM?WJQriEU4Q+s<w@C!`hHhpe{s2#wmQZy
zxGh%o`Z0Es`AA=sG=Y{X8om?@4OV`N>v0@|UQwowiYay?p6MJ}0!uc_UXHj;umR*X
zhS+cd35}Dgn;&T#xomcQs}ARZI7Hp!EX78-+bf$sy=kwb)(F0J2`9!%0hzz`fN}<N
z*rg0u-Yk_Q_S5YMsgKbIfzx!bYLf=zVw96eQ<_;}CIERpN@#s8t0ftWL^?AFvR4au
z4HKDji}_9bRB45PtRs#Un)f#rmP3E&c^T@<X=?&q$|Ce-?K!|~;Lo4@H8SOahH8+<
zR9nCNSH9KC*RS!?O^Y{-YRB@w%OWsS#01@XN4I(7sXS~YN17!JdaymM%vVbtZGLb=
zRdkDWw9~LLUm=LMoc}ae!d3I3Y;+3CqIQtMK=WI{uFsl9y1+#J30_b`qzwN@82&5!
z%4?fHiuCR4AV)WjfJPcM7?DW~dq9T?hFuJ5sIk#Sx~T09^^S$d-Uh;GHD4H~Nk*?1
zFB?p6?DJ&aDZOpU_eESWy}@g|veaX9CmpjIPt7oKUAmi0q+WlMCkP7=Xl3G$w-0fL
zTUTwTZLm!eOQrjZLk%GrPa|x;J?i+eyoqXQyK?iQu|))wE~z5f9t2{6hN_uP59KrI
zQoM2Y==84R0;Q;t)dfmCx#_;D(-kPP-Tw^-l>G;w?z6dSPHdlT{ttj%6ZKKyvh<?y
zH4QJ^RS~x8?%9tpscedKStgpuOtw-e?S8r>t92Qatt`ZpnPFrZSe&Om<Uv>luAEG%
z%GN-3gYHlV9x{7bTTvpc-0U|v^bWX?3+=Je?AEjGe&Qb}VeBKhp|cIWD?&n~SplY{
zSylIonbh?;Zc>WC5ruqt%`Yw0<$29jIEN7mvlq@{JJmaFhQU@CrWY$q7xY%Puhk+F
zBM0PLUNc3cE13?pnpR7WJoDusE9jcQSalDz@^dQJ+AkXvG9QH((@eP%fFlRP?%iV%
zx6}Y>rY7gl?bHC(s@~_E^N%j@f|L)7NVeNTQ4*N8zCX42gXQSG1fO;A6YGQeqq)x%
z5|PU(pns!2(EKJLP~wx-XKo;+s;I0f*>$RRq~=mVV5X@S_{6F(m}6(a8{MMGq=&kE
z181-vBN-&%uQ=o{KS21%GPq?PZ1&DF{EX)D&P&|yx+PqJHo`u!p<9!xDz7V}&8l(o
z)pAM<gd$3tPZ>M5bS1N$_J(sJXiZkU&e9@Je5zo6lgrbiL}GvbA3(=jkE2JpOsjnG
z`qW`q{h?EC)_eq2N@YPN_f2YDsAt_kdA@xV=^kclPXc%7%*7{Z4LCQ<sdEgF$Omn<
zRYhUwDuxgC*D0Fl7tR{~GGbDs61^nJIQ*dSmd$o5+O_lNCli7YTo@3SNMuZ*F*1Dh
z6DfU<Ni#`xPNIKBMd=4%45=4KS|GzRLnBU%KE6oZv84|gS3RtJVbu!@M*DDVYg?f9
zq)0Gut`DAWC}xo$+!G*G(o2vmu|;PltWn$Rc$nZDg)pVoEJhU4vQtttN(k}BRY=!=
z7!B+w^WF#3(k2wNMls9ggvOkR&q+g=_YVHbL*V^C|9(c(PgUrotAw$LwmYhQFMIgw
zxv1?QSJkkM++;Q9vt`@r6-c{lz}hZ%tj2<UWGDtXa+@sTW%7GDMrzm{WRS9CEUFf;
zo%+*(2>u<G@C1NOn^34et%SPal7D$*quf9FwFp?GJQk5*Pmoztuyq&!5-hB8N;A?w
zsD-E^5AF#+_$$HHNnHbsUl|EFu&d!s1E-m2+5nBzx=iRVIymHX6?Nj{NV>=rF~}~h
z`2!#`F7pZrqHYDbl6;Us_9AT^6S7<q7#M+uXvXH}zs=E|s`w;1ten}re*Al)(Ur(^
zb^1Fbga%S&oZMzxEXa2}o*E_hsB#<sqK295$s#AGM*R1wSKzjNON!Jvk;qK9AxB52
z=4S(^7=6{RDbus2pVB?N+f2s_Aa7*d$p9T41g{o1M^x#*Iz~?+Sefk@F#8q$x6l3`
zy(nb|dDc>**(vOEIU6avis(QP^UU7VAnB8g_a_|-X-<1{b+28uU3s;~;i-mP+Z-hd
z`x;>C%0xkoS+SsqmgZ}2Wv|Lxx()^4Z-HLi1sy&nlyQKvn}mHOY49^j*9t3)4u7l_
zy*&D55S}jZhW=W^rt$n#VZ5j+T1_noS@xvI?yvBHR(x|o9zd}Bd*kuxZghqe0{|X>
zJ^OLZ`7F<}Z1KeLm)nj}cWRkAYu+uXvdg8mz31U<^1FX$<sk^FZm%A~tm@9qr+%en
zhviM2j@%snoiwDJco<Zsqfpu@LUmYCS4w_=xKnmA+CNKylxv{^rV)KwI`w~*I^oph
zYL<%p!~c5biVZ3=SilTVQF_Bry41ZmZkyk`Jz0PbR{J4F-#~MFXisKFE!!3i3+n1D
zw93DZC6gE3iAJMvMzNiFT;XBF9Y7*dJLj5P?`>auD^|md($Yth^>cvS1RoIA!_HGL
zVlV7R9!S~Fdl1s{1W}Tho(tnREbB8PpUsk`0`jKB!HgQ?4{cU@^HHW6Ho5u`V@6u|
zB)Fowx_q;JbbVbP#@g($eRG4*F}uYDH{Rcfmq@qOMy;Gzl=hO^=(wx4La}GI24d(^
zY^Z!}vvcwJW;8cEKd|fa;Hp!7g$fprl|L043nl_UvARaK6?Ki&!6qo4cdUE2VmOjI
zhd{D%#)E5#c&>pWS~+&itdVNX#mwL(tyN7%>Rj|8o3di}vnHnTW}6cW%Bg&QsKVF(
z0B<;f(`?p3Rth+g&$-wY;DbKL2ahkLilfWec)VzP*$?;QnTA7Kcv7m2(2=3}OxZGm
z#QF5E_Jm@UxsbPJ3B5S%#JL@_hQ_`YjON*vQ&!SFVj{kJk?09<<^HAMFhg08(hVzJ
zww%KFomCZ1h3Rtu=hX0?4mYjL*7f=q)$cz}t507WidzW{$qD3s*xHDSBdWBGw@tLM
zN@Th@90?n}`hRHT%CtW;31yz!-{^m7_Ndk<j;TfYchDob*)%f>)p;&F>+*{w-(3ew
zoA?+<87=C;xb#Yj&@g;LU*EAk<E#CWy|Hv2!rXe9QztSolxd&N`-UBcb%PRMr@8FH
zjDs=ADA_`-l4S*~5~F15hX$-c?}eDK)XM8}s(d-0gsmE#IZnUofvRtE`sK(k2OF#*
zD{D{iFn8AWP~G+NBR19T(cGzSe2b^&+&^vbby>(!hJVJNFFS94<HWWxW<lGDk0;lg
zcn(Gqjf<ewc&Ci1<(N;`3pUxS$A`Q1tVcM<h=yNxX=U~7um!6@XL@PYo{V*RHe>9d
zbhILRMouo8UWTT;<8X@NkYoivk59IM_!J?|+j>hYvZ>YX>rF&dbzXm0m%!`omd7FS
zp~3>_FZX7^XAnb^zE0AI@239FJ?VN5`>2^#3J8e3adrEg$Q%C|!AZ3`WrKDx%O+?{
z+rAX&i^+1C`<xghknRpeWOxxombiFOX0Mr`Y2s;az4#(+SN0SGw`M!l^3K&EWKJMF
z?nxFi|8P91eAs?02kTDGo525G-<sH27}<xW1rKI2tE+3@?h|&6sjHFfLc!6(rY)+p
z+6t-g%@3v<Q;cSI!%H8RHYwQ!{>oeHfpU}24gCH>a3S)T_vrd)^XU8IW`|;*Q(?We
z<<O-Uj>%4mHu1npVR>QC$3MnmT4TIgTylI-jj;;M=*jJFsV<k#V@$V}OHa|>v?i3>
z(&%}Ub#CdUI=I)kG<l{~{RAK$g(|$tb0D5O=8KHcHxeX@?4PUqF}zYC9YO3=rBx>b
z-xTjS?w*hhU<FZ?TqER**ib-DPlPv?H+F6xhY1D!4P&C}8kF5Qlq-fz&J@!Ml)~Z8
z@G5s4HJ3OtTK@2)z$atjSd0tCMRm?<nLDIM&yg>##x`53KlYbB2_wJ!Fj-5WF*MfZ
zv6RxZG&K4mAy8f7|1#okt(ePWcBG)UqyfeTGd?T`_4qj)D7PZC_EJ5jjy{K<R=?|&
zm7*1YC69#~ut>?{g&hKd8Pcf}BBgcBThbyllrQX#v(s^ornE@bz4*0<@}%RO;^pY#
z<TEvu@X|ErXR^?wn0_QR7R+-Fu~9cOQ<(yb5MML@`OTN(%y(E<%~jj(^IR_Ax{}xv
z_RD*3EZFSYV4LhUie1_G*eiaouhH#CP`4DJ_gZaz=uvGYe?(C4Hw~-Wwc*<))gv=1
zO1x>C)RPDOa6mP;_M8b?P%BdVzTR=ODr=^uygI|U#}~oM7PYY7DvtuLPi6Hl&HloG
zBFmJ~oC$3KhG8``NULK4b;gCkhRUeF2EcmDJIM@ndA?xE^2g$lV7}?Rgfyf>crrsK
zD~Mr4NKO2Ai761FCzgHG`p@wM4Yf1R5k$_wXCw1|ui$%xNQ;Q^w{9>Sst{d9A~w1+
z<nWw#RZ<dDVkn71R7SeX&A`|&@rx*@GxcYXcRQpi3$vTgd5Q}tDp<aHKpA&M8sAl7
zmx8u+a&R3CNcIv;k-2*~K##1;`P4f*c_o}c<V7rDenjQjhBmnW`-*PV%MP1b^eQpP
zML*@=r}|H`Xj?SYihJ?5_s;eY5kyl_))nEl59$?-Tk?N)DTGOcFZXK!)aHDXDo$_%
z9cYeI)OG9evkh_I09;WFmLfVTp%Skg;tP%d>1LBPw}LD3dk6$YRG5SKkXAwlLQGS_
zRBC@XE8{Co|M=c93c&i)zoA&?#vOaR3e@pUJ2w#YOB8jy5n`KwTMSM4yx2^SDimuO
zwUl-DMtFJkiEvvZL5an;hx8PQVP)=+js}|esoHUCi~!T3&<#4mk|%#tOcGXrtb`;C
zzTca>W-~A(r@a*p`@bd@(3PS?dUoo(Nyt0wpQSXy$QQGFwc2&9M`_KH9JUf0Fbwu?
zuv5C^CW^!(vbMJ)8^Mxgo2BtQPde|r<w(MmB;yP31GH4S$Fr-McTsfa9?$P256{CY
zVg|u*krMJ2(!OD%cPZ`J)dX;34T*6&iXgOr?5w_QjI%$4bFy<oExG>RA;BMMWM0LR
z1Bv8Ap2rY+b(F8Hl_aV5_lNu26lnYV^w9m8Cw&bhAD*pKl-qwKKBzsWR9G>(H+(#g
zt~FW0E+6gh5(Mhv80p1DL}thcbv>D&j|TD|gJzzdrT%I}04Oqg3*Ot>ifS<H#W0Tr
zI-TjFBH}O31`!Lf;b6=TUs^<Zh6-1{r2ktb*<76<N2D5-1zKj5HhgE)m<>9AcRn~N
z^hsRplckJtP0gGg8^?mhl=|OF{J$s`X5=N8pYPVortvWfD)3k9ToP%5|BKraFa7Un
z$G~rO4ek8YX2G8X?cJNpdreecO9lpE&$;OddH3cMgF+_Pa1R2WPybusqtTFI(f^(p
zBohT`F>4?}pVpJZXO?7v#7d6@zAO#+&wl`UTkyzk{h|-nH)V8+Z_ocq!%eOxMFBf!
zmoMFYBCA0%d6+U#*gNF=2wDe3x?fqw;d*)R9u9HFYirANvK56LV!|}#bmc>ugPT*l
zkr8TT5ao@wAN!Q!aHAx}wih@P63Tq-f9>VD3#+Mr!AW5frTKKHN>+iQod9oWEPrK(
zmj{qyYgDdd`dC9o;@Eg9jT(Q6zn{o_A)UhRiUFyh-&tDE<v*|bPVzHv&9X{$NgocZ
z3DlfL7>ZJOmO@D~khWBW;<2hy>QbK>)kCWlLFcLV0}NP5nYnZ~4ooCZ{+xHdpk_)8
zTni}R;Vc8Q?~X}-H7`KVQ({UMNks?VM#FGe148gRQ}K*QBC8#KmY2A4GNy<!g9G`?
zgi{u`-4K~35GhBe`PB}`4c31k%8BX4P|_mFfmGGk0Hi58I;mDzmGmTgTc#B51!b5e
zqEa5kEVRD5OqpCMF&10EW0Y@U!LCTIDM)~L3|3+4$HwRgcYtJw4f)=oeZ43+y|T)j
zGodWmja9y5^~kXQq~+p1AtL75B0EBU@TgiZ4LUqKoK-G6v{_N;KH<itnEh+sknG|Y
zmz;MYUAvPb`A*v+q-gb&X%1G>kYY=~ip>ludM|M;hWXD6UV*p<VkLDauThq|*&w4n
zI>}g&!z?&Az;m;Z)s<APt{-5;Y@LWQMgrL?A8sE`M`HfJt5CE~X*E1X4vMXa1gfFu
zHnIwUfF8u=fiJGN3*Y2~WAEu?n-mUH%Z#ZJiUFM*_7(oHl^X<$(@DW*)ZtG&02TUm
z_C|9z<_FZtne!5f&D>xpSLgHVb?5}?;$&Z?0%TQ&6iNDmi7BXF&OJI<y2T~IlqeV8
z#90tL5Nh(+F2Vrhm*Dfl(2agwrirrdYnUNnK{S;7`ATbY3Scg_Pa=z~C(+&}F8S(V
z#ryutM-(78*Wr>5d@u{}|Lus>?I5{@5hcv=hlY>i)QHU3cIX*<t40_jl8wV!%Z?Fl
z5}ULq11KCmfcLD>hvG8N3fg-o>{{w2Q*d4_)cOCZ^XxxwcxhUn-6w-gFO`St6(JV;
z)wNj&R_=d8%n1f*88YP$!MI*X2UN^|fb*`c?q}ao0l_h7bEt3#r;VbYn0dAk_1+l2
zNA=U)EB5)x{y)GH2Vy9q3Wb>$+H8Y7;ZiH;vEZ<YKAfbFHEPl0=?nmZ4b?#jyW9%h
zFz_D+!CE$kWQ0KWh$4QQ;lQTGvjSIN$)q^4C##1u8yzaIr^8IwSymc@pV5(-E>e$F
z7YFDOW?rkSb8jV-xdTFeAKfKA5v$9lZ7FAr1nV;yI<dGj8M4!~CL9bZWQdelF2-{{
z@GQ!)^VHR9{i+~E$xJwpJJBm(S@4PG54>(!UXEifaQ;|i)Qhw?%;@R0UXyTM`h>0=
zlkJjhrhtmD*jKFDuFy+4`C>WvM5ia8=y)d#UH6EBeA$r9o*~_*u}q!)UNR*%pr(3c
zLsCkb4(yT~x@21h*|mh6DzgZbMT@Iuv20eCI;J|O+7JA6@DB|X+$8CuO=rG)CyMAr
z?S+ZTB!zMJU>#j+rM@1Wb&v{WLJkL3*-au!eJvZ_5IFEt@2jS)oajYT?qd}XQ&w7R
zg(eF9Pr~^`%F7-hwEF~WBR6jC%IQ6ts@NCL>O)L%;1Pj|ui>k1t<oHym*4Ac+)%jU
zs1eaif9LEkTlElU_OU@ybW60h!=B#FA?Y653gM6r_D9%Alfm<u&*KgufzG(PEF2>L
z(t~p;Af_0uEA6minVw&i7RL~mvTQ)ejh{c^S?SPFtp4pYO6uMMVG?3{={`m@&0ecK
z5oD{!2J@ivuZ28d+=y`CBKQ<Q?~b_=-5w^-Qp>TUv`01c(wPjUcVPwus$|PhU1D5E
zNoGO~Kl$@L%Q3j+{>t@YxrQg@JOu2hTR&yop1JJ9g(@XF8wF4tnPNvR-@9xz%-#B6
zlko75&#<~b{`(<1b)Y<cj|n_x=I>~TFIgdqS~Y7yjT6XlH0bvm)PcetJ<a8iV#r8q
zV)~+DN@kAu=u4N(dBzcQQmM`lPSN<`L9T9xuFfuaG`?PH(k6)NR8@9-ybGUwbER#M
z)GHB#zj)MDfD^LMH+9E`QK7L=IL02=Y#9Z}PDPx6WCPvmLO~oWF7<GO*S9%wdc}CD
zzzGyR+}p}SW)A)k%4wLNARwGj(mCqGH{-C~+jv$&S`8*025j2}ETvHNA6bM90B%uL
zAiuyE`zT)+&d4#2x)3OZImcE`%>sZDs$M<ahaDrN13&h#<wj}ex$x&m@@^`{)Zlx&
z^+WzSk*%|{H}}E~IbYEbcC`VgMm2a+#*#%%eQjYv7WFqH5|dJfC?IhkYs%HY8GGdD
zsIE$FF$==)a05yFN(wRgUbVE!#1TsX^&&oMwFo1)@iMh(Jk+H+>)s-)r34@Vo>T(f
zXRc0)8^wqKap~9u_V~g^SH@*h$p*bfzi#+o2gPu8Q5?@28pe^o6ZqXac@cZW6j{Fv
z;01{z<^@Y|_Znd?#I9#|A?(Np7}sJ+!7~1@{t*^(Vf}v}K43v1{Nd`VtWy&oD#_v5
z!A~q|G2&-mG$FrN0mvC20m!GKmgKu*S(SOQ8T`bQye5QNJow3sDTb4RL{*0)Y2*CW
zb@zM+Lxdp(Y1J*A7;ANP0toe+bRTHr`}$!fsuTA6C$16d-EDzEvwHAA*Z-O;jg$7$
z{C*ZIq&4<-+<z;c6N57WU_y2wF>~KJA~OAhXKGw%j|e%#_uPZCg98SDEv&s2(&UbR
znlA>&&3o|)EPTKxMo?g>1bQg)UJ((_@v0FfBtMA!`~Pz*sp_StAr1TsnS_GqgBJJT
z6pyiK)>r#-WRsEnlK0M5`^Cf2uC8yR26SsF$8Z17{t_kd$nPTLp$hpC|GO^XOY=?P
z9FIsh_4RJ^M(?|kV$D!e#bBxh)`SoVjP*7Ah%t@5dw6{r@r->=G?s1o>MT+w+PL@f
zon869NC8tOx^HZjR@Ynt@`vJ<BTUbwUi$PFAqqhWJK`RpWc(2!iT;8SXgEp2AJ)F>
zH`9kWyi_NO{~X`2SG0LX<U2UC)l2+Nl3t3UUJN`p9{v2e3w9}VNX59vLvEMmR>0Tm
zXDX<olI((78cJ=Oj&nn0G*j!DvQ&V>!PY68RDn`Lg5dsm-b>s3G*X{>2}Ud+1q41Z
z#=aQ<H!HPD4O*%v)y!0F%k@8r87|~>$<gY6<(ik|EvCeHA%3VQzgt!sr+TWzu^|?k
z+FQMIj@L42nV%>A&4mmGoAI3i{vxq6*lN!K7UPTmtN=PRLVr_4ujKqoRm#$my=52W
z@;K-=@BaB?{OTGj=8McQ5{ax%up#@|Y^7G4gqQ;b=sH3IVYuk6B*18cgd_bYzK7!~
zWR#>JGV8l|!;j6dvq=BTKK?qh4PgS~*{G2IyMO>u7YkXu!b6eWCmVp*NuWL!jDI8D
zlHHPwjv%U^KLg;|?^EPDFq{`xXHZB&@=dI5W}w3SpKU!UftV7ZC})$(wUDd(dE4XJ
zo8m{pb93sCfT%anNFx=KL)(hWB^8HH1*+LXGB=K<qH);LltzSHo(g80ET?sNl`maU
ziuu@elte>DQ@dk8e6!al3|8~w_H_S+VSa46t=azo9x?=xwL`gfs<mTHTVgTryJ4Qy
z0|z(y!oQfcP;iV<V#;<;JsTg$r0Y1TQH&MBMi-zushRs^`queBlcLu9F4TG{9(f<b
zvZMSE9?!Iu=~8kUC`K9o`iUGkC}J-%*T9U~jd10$_F?9vRZAnpC}fIU;f%1rZY%+7
zgH$-_L4^=}jPJrJP%$Gr#d<s|rny31O-yp!oi-&VMo$-{h9no_q9=ms`?W${Ayc@(
zVg2jhx~~>95IF3yTvh}emD>>|SXK`gN^U_61PI+1DHB;&{Y=_{kVBe0l`;HiAD{Gp
z_}RaGlgn3@Ve$FpXc$C(O@^s$QTUJ4sJ_H^*u@THH~oR67ZaPws%B~0=3(n=|59;s
z^?;f+_E<A_khd>!whw9CtTi}znXU8_NvywBEc$9?UH}SZe_ns^v0QsbUsK=YCZ6ul
z>~wGsHrWs?Gv&Z&L?BWO{=lyZM=)bx-`kQ1utXMV*A@YL+;?wPMatm2aj)mu-u2Em
z%%r8`Wzvmgx&0NUz#=6%A9?J5go8Z35q_XYim^3%{M~0Tb9SoD2~*z*GmpcGnOT)9
zF=KS9rlKb8k-Q!OgVniJJ%puAXZDM*tlY_?I3G^-=<k;sIAa+<GNLx0m*Rx==a0m=
z;q!~Cun~v%K;)KxW{o}*c<gI=LUvA3YIWi@x~hrx5ktBA+U(}`rlcgA^%iXj_96CF
zy}8kUYUFCXt5(Y1PnOG{)O=p2eF^l09C9;GMQ;So;m7(N3A3X$BORmv26p3=KOK@d
zdJ3fctmo}5InK4?vNs&sU{9@*g>C7Mh3b9mJM8>R&A0@M5rsn$B<5y7M+=Tm;e@pi
z%SwRh84F#_2+yllCoPNQb)5<(%;*r}jYIz;57K6IBcSC)GoiTd*rPNy9*=g+sMeCv
z-gEn#^5__L(er#l9LUIz{ihtait;IBi{B~l@{i6>dz*0=%4F9b9P`l~^yhIm$Nb*c
zTCVNgqa+<Y!v|T)=~9|w8v~elAM#*oOB*Fn+UZxz;Ly-?6tDuc1ZEO+9zfLZn}5NZ
z^+(F*Y>=H3MeSaneI8Mi=}(ZnA}uM$g<#a8l+5U}!mFl&!Vh1czO7TcGnes5OPOsK
zyT4kd=_nf6u_-@daPR(pfQM-h^3*gV=H?V@b;Uz9Fm)LjwXf*dz5vO@kuWNS=7~QL
z*5y&(UO8rHQ+`VStkeLdvqz{cGL!BSDQ4S=A*&%T>14uoIt`yEIy4z3j_p16lGvL+
zS}hKAwXyTX=f(t(nv<g_of(Za^;X^VXyu!##miYv2k^Eg`9eB0&bv3cJJI^otu^_A
z_0^GLxXyA~qoL}#a&~mca&xW;k2;|@Li%xD);=Jk1gqH%l=CRo(m0MSYHN}=!pb^q
zmqgp2f*_S@0bNg=bf(C{SeKHBmFqu{f`va+ILBVkw34qmcHh5gc`Dp5Viblz`!HqX
zjk~)}=C{F5c?c4I7&Nh&>S%hx1>(i*LBNc{RMOpYdBVL3iiWtawsCl@j?6Fav{T{>
zX%P_s4H(Rk#5<Zd(LNIy1oPixze)pA!8M_L{lsxfed|jPF#VnX0j`#Ls<q%)I0Xao
zhUrSo6v?;+j(20TX)Xs7QPcUB$6wk089z8WD0XS1tzUtr!A&=p0Rn_dOMAK`Y<PX$
zD}maB?S?HiO8;u&hN5;0jx&WL;nR8fxBV|<N^<ZN9lXt4OKsK6(eyT{OQS~?0nk^)
z8vdv%1b>E>ScU;>_BZG*Fwd{pUQ5s$&R4=6Si~p4iJiwkgT%czl{zlItP`{<o4+gT
z4jL^y3sUTEIi)zPn<bJA9nXJUaAtH#mxPv>!ST?@TFL9F>PqmGWLpBMO>O4ks3<w*
zEtet>YZA#JTG87vO5BjS%e|}5H$_w<0?g6np?#NS+f|5}V7DF2w3PSiskaB2fm0qK
z8Pe-x=tXGH*U5pITDNo|QEdKn!fTVZb02j3kS26MM2$i@EQ$XPWKNFmG%w~M&nj{9
z`}XO*x9Jx#bbs2WSf6lMV7Gq%XFRP)L`<M*+dl<6n1qgh%B1}fu^yXW`lsxl>s_iD
z6NX9qaQc*zV`~R2HQ?ZiFe_X{c|P?#w*^WX)03aQPwxBfex$nChJPZs+q-qJHtq;1
z_*xzk{QOr-sNjA{4GcIg$Y~HT+n%jD)w23Mt;{{ig4Xjj9;41&A%BqXf;iEtOoMhh
zO%4UddO3#NkXN|X2#K%o$zUMJSPa+7WosGx7IeD9CR5xPv-1tsXErB(sIGZ6(P;UQ
z?cYyNxO5p7iW{O4si(%wTS$R0!O8XabQZd5Q}vcfQ7Y=oosDnxp9nhlwKEuBr4B7`
z$pVbWOL4UOTar-6K`4%)&OH}>(yyXFlhY`Ki9FOjUaT81LXy53ROiGnh+|{Jt6Ir!
zTvXI6`b^4~&p|yrENVTCj@BYq=UXVGGzAP$C`N4APTW{25w^V3|9N$g2FIy$d$nVX
zB_6#+a|jdHa{W-#9WD4pru-ANnz0`$s?+V%K}6A<?F+gJGtPAon@H)%lIh>CW&ghY
z<c?zn=DxU`RcY(kx=}a=V08&AaR0ObsxaAFnIN)G=@{$3UlG~jQdaLe9tRq{>&+5n
z;|@R%)Uxi3e+qlWI9Pdv?NKVcM9*vxN*QIO7z)6^3#5o1dUq6UbC}vf@ei>J9ii*H
z4Vi3fw>R;NHtW>MtB6C30qZ1#0qE{HCh*{3H}flk^S>X7&tvV?%mkap8)~sw{X&_m
zimBRzfisKhf=K&L+~ui)txELqVKM?<Sc4BAaTDL|T)Gvk@hc2Ax;^JqnL;}-_sElk
zXuOo?3kK>o(3c(YcdrMwYfvJ<UFtTD-&A2+5Lz1R19;88bRzKmX{}teKhv&~OC`PO
zdvtFRG;h<F%H=iRGc>9qd8iT4jT}^kMbIA6`r`stEDL5fdctqcC4b_s7&A7VU2nNC
zzp&PibWLCr(;NsKnzoo%9eIdR=>7!0#qF^+VC;Ppw!;%HW3tl*@sj2PP3}`Imr67?
zHa0*@SRX+j`NGrNQy-Boh6DgV!M!+<NItJ04(omHV1<)5yyetE2+MXqD?+V&WnU*k
z+;T!;qk4Ri4pu&$PTQK!pv&f-7wMV~W-yDDU}y~<F6#OU(h!EngA-!1=E(I!kMs*_
zaZ=8A0b;rD7Uc#xy4cvXkU$qL=OLI;b|Puh%w{-LPL%cz8iAc0a;z@$jwdP@6}~B+
z7?Y``+a;_U<_)d*wHpl%uK1QJ_RPy;CHhcx{wY39I6K4K(1@wrVqs$T`><{hB>Hz{
z=_MXUz7l7(7{C)}Bv1qYHjc(t5oL=bf$@vBb%50ejXUplWpE;c{Y34gDkUjKj8RSu
zUrqvA@qJ*m%DaK5O0qItpw;B@u#^|lXBTO42)0PaHrUMW==TrAiqBPjj&1S={`2n@
zsTq^xOa^93lwZ1L1Cyy0e-fAwC`d*x%+Z9qBo3IL(WT?z!MI6B$#Z{}eKowK(JW*S
zEt-M?QYh~=VYm`?$NWvgb-3JYx#R`<#hf_6$<1jL<#y2@y}$eCoZobtZo=x#gGZAE
zTngl6)M>s21r#1!FW{q>+p-=T3Sb@jtvPICh33DF;I>reRsVJNLVF-NpU=u>l+Tj4
zF}Q-@rF0N}l`0?12<|pmZqX;Wj*%U3eG?g4!^7R^&Y9SVar4uZ%jhbR44=|N9lw)o
zNv0BGl&?2iWMR_TVQ;O`s*#H%PnUcCF;gKI&&0y^zd;vwoH^l~!IRK1B+Up+p<cgO
zHrj9ukZZ6MaDaQDPzfI8Xf`<JTjMS=NCiN97>H~Vw2}(0?+%nLRY7-9jDSsb3^`O3
zCSn#L0&0r8g`5WR5)@Q_b6PUVPcYa+jjpIGoAC?3(*z}7pwn(k=nQ#3q<+h@&}ry#
z=FMzD#pP$MT5RYuoqtXOK~kAKE*>tI&ommI=Jz9NYg?XD%*yICRjy(rPDG^3VkYhT
z%t%vtX`Cp0el)JU5#JU@T{2~p1BWRTfUMj6CRx+Dl?Vh}IJ4V+NU+B<BLcW6jvM+G
zGlV>vTd5N8`ysCE=yhtp%Fl_IKKk6TEoyUSgD<||ab>{th6Y2r#(@bQu}Z~4UVdzu
z4*uvQ7^L^U$HB-1|97qMOMC9iHv3r~nATK|ia{Q$i}%E|X6*$hV4_=GC7Dg?h)504
z$<y@egEAK0yY?Tz0mDkfLJ6jRjBge%S$)LkXUzRO<DiDRpo2Mft&$W`^P!x@?}|(o
znbyk6TsnoeM^igE+kjjXhy2nFmeTNb5(+qdidK&0Y#FqOp~j`^+x>MHG|UZ;O|~l4
zVfFIS%+AOdy}Hu4A%`t)2P>Xm--Jof2VdLl__*U?K+7{gE-v}Je>N%NrH?gl+Hah1
zY;VFNowM<Ff0wisBwty{`)#d3MvU?1$Qdol5;6+l;sG`BiX}#{Y)VXOc@=}0Mi5bu
z%}%Rvt4M1@D{?RQL9LSigs)w`@=zAGb#@x5P<XYiK{b;JcDQ0eapqNewP>y;2lVe$
zCdq7>4YmuS3xW%l3lyA#Uf~h?8HJ6Uv|SzCu8Gedd*?h3hYFce5=wc^J>tlUmc~}u
z%c&s-qoSECq=>?YpIG-#bF;<y`Tq{AJ8aBHn7!?qT60`|`fk$NJ$bp5PymK6O|+em
z47C^4!paC0#%-UYpkvGh4{-0F^ZYs&d4M8mVYCb9mwo49MJ9_84%n-2DXY*DO%F3S
zKV5vTmTLjf;jJlR)<nx@?=#&G*6}1Vry?|D2;nMCitH^&Ei-DXjB+Z3=#oc$vR9S^
zluEi`fm*YrDGz;33YK=#jKMRxIfkqT(#Z(Co;aH8OSHf>s;`2yu;*6Hzb3ugDj7CK
zFOFYiQUWqHa#&fxX}RUS3Ee67XX)61_lSSp7t7qtYT|#%{s_-78B5*CG)`!$FS$51
zAw%_!ae(5vnV27OZ0pBEwGb7-aPYqA?t|q(_QMJ2PBdzZfih#h$@G$qg-L!H-kC6|
z1yM$Q8Azl@a6evo{Z&f^a6=Gw4l+8EyfhZ{3&I%00%Ea>t=>ghDpOs?Y&mnOgr`>Y
z;ub}9b~FSX<A@PR!9*^+zduHWhvu^dJUuM#V3=I4MnDjHh==oAi4`m4LmAyyvxPB-
zD6o=|{S$6y3iBMGEx$11mk%xuqMfnSAU4DT;<C>6J`qB!pDgu8_bP*!=#7n1y2->d
zdMB4sL~>Dk0r2mIt8AqMK;t8b_Y9*?8?9j|*H^f)Ux!ce6ZP9x`(ayGEJSXA46r!&
zS)gf*{FQ8yf*rj2X2>)A67zq}tx=Pj(I?W(?`3kSfvLu+H(|z~d|Ux*(b3HDPD0Mu
z4B&*Qq=%qdC<JQ9LJFc>@_W@Z{7zWE%^gfe_;XT%#Z0zCoFnF~FpQ{-X+-Cspu|oT
zNSXvc7t1!@u^<oLfU=~dN^B<I*w`mJ{fj=kGp7IJ%jJ9k2yU`tVrZ4mR&?SM9pmuw
zM>1tU7B*tcUp6|Q0h|DbSQvH5nDK61QJn0088v~kPCrLNr2CpAL^WAhk&^chdy*!3
z0_b6^U8T2oYNY$hybKli?F0MsSD%wwH4LN6PdPD~?v+c*cl=Nd@}tYuz{0GExMeNO
zMh#12eS(#dkoGtITGLfJhtzZ%O8#$ac3XA5Wfz!roRkK+Ml2b+_B&-na6E_#2Qp{3
zcZW`SdtYhS{{yfECaHm<0aJ*<zRJRSPk$Iyh_h7c2-h4T)x2gPxV=U-5>xl2rcQEv
zt-AsV<0!TjI)$zBvD@dh@7s*U8%G;ZXU_T(yVc%el+Tx`<TQsF@?TiXE_L*-ZhyT8
zV!7gkMtwaqHln_12$haxmd}wISX7-HGBz|R>QE6QmDaN!>NRK12*hQG7y9l~%;d}b
zUZ@n<@DOXOqupTikEv?#<@E#umJBhP{NfnE;)>q=kGct#gUJiQ$mNMx=tXjXAKEVj
zlF-2Ve|c|qA@;s6Z|A%xr4mIk@bvXTu&S0+buRlKz8=3GmtUKiCEQRh-!fdUV@b~Z
z_kE$<Oq9L%RR*wed7?(%DNGk=9?oP#7hu;C8jhXrAu=o8|Ajvwx$9vW4rb#TL8$4R
zx91M|-+?5b3L_tmHvE0XXF81VY&cI0ZuyEo#ZDG$fpSH<!BFexzMEoaV#{Ejw#Pfa
z3ul6ppLhed1hEAO?0`q_Sf6r9V2Uh3fG|bU%Uw({m}+NtWhd#*9S#iuk+I8593cV4
zoD5Hc7mWo>uu?t;Hn@!TkG+a4@E<nWI1kh~3)vmqVA-CJ#}8YH-jKJKa7Za1gu$F8
z>g5hTPr^n52v-d7A&TSuSe9or7*10I{>%27=5F)-L8RU&>K6gO)#RWijVHlVWjO(_
zYh!jtmrD!N?Me3+8XHOgp3ey6V)IBc-G|yaK6k1^30fW82^zQEvWx{onmS8tS9h``
zC)&y&^w_j<+88J~OJ+_b6_`WSKr_QjZeD-~>dbEPOPD!+b+xsohGJDg{er_`cC2cL
zuZ#&?O0o&Sgb*<Jr3;qN&2hZYusi;8KD`9i_o-INm7XzIax}-|YxAVa0bc^S8c?I5
z85GnrWt*aboYIE+!@nqrOqRiL_WMoy!i^!V@nsXSD<yL<7&d0<6c#p}0k_%=8}0Tm
zYkXNxMkF#FYU!N!<J+ztx~XP5S^B%+XtvMBiXm}L6nm{GT}ir`oIDn%cuJK$ERQ*}
zw*d($81-;#G(FnolS&rMh^?qlgdDyO!!f~nmPT%-%d2XZ_GfAQ2R73wV>wdmT_&Ts
z2SY3$v-A&TDZUdDBa)F8AR}XKQaTVw-;pMp^;Ts=3D$NVR2w)~kmR$laN&P>*l+$&
z&yQZR-@E>ORx*G4rARRJ5`&s}lu$xXU?6p9?N(u6z54ru0hkUlFos(SU2nH!L6*;V
zlC*F8No2^JomP!=*r+1@TXHwWVH^N9jgO|1O7xaVx<I77TkSk;%0SA+^mld&bobpy
zUNBup!muA+tSVoe;;f)@TOq|&kV`7kIWJ;y)Xfz)O_<7<vzu+NWvlO&tfWKbG6E)u
zuk<xCMAPU{fr1PJzO$FX!(DaWc-^&q@Qc|@t!3f=reN(X?{`8xhQ-vN4C{|TPR;Be
zGIN7MHKPtY=$k#*z1D{1lZYRcsqt4g2}NYOEWr8G;EfAOHmM?n+{%gyBuc#WW5b8y
zBQm58m+HiWw$L*kY*G*zVZ$s96B(%8pq6~EFv;X?Tk*AezFT--pQXfssTz7SS^3@X
z&Jfj*=hOISGG%-6R?sGMZQzp`9Up%^o?+37DrPjoP?<{oMu(yu3MJnQA!mh~Bux>F
zY#Nr-7k=R%ykAAA{1V=&3z|3J4`nbscbQOQH9YrpyO!u=l9HT3+oOGSE{t@+>((0Q
zZ>(1T1Kn@bZ$p_7KC)bK|5N)S?qgp6>Eb`YkzgUmQSYvozBeR`=jGyzaf?2-+&A#-
z{9*8se>2Ik^ZG;tap8l5J_D8G3@n;P2`{<bj`4=Qc>V(vD7~Kt^7irw&LX_U!hIe?
z;z23PH}-85$GkRuiC%pl5}1&lNu_fE`^AdYZK|ZArkxtMcyshT&u71t;fhd9g1$Of
zW}SAokb3RA!vBk^B^vXUBIah(GrruMIwO`bkIxCUE^03ccR%d-#6i-;EEuR7N?}L(
zN)6uDL43F~yB-_cl(9nVpQ!Umt%Qg3s~U>tzhBR=0Xp2#E(Y#`-|wR0A-OgzHE&5S
zAJV&+V-bc%N%7EOa+M@0BTjZV9OodBF8tLY1JGC4D%-2C7=?cdfe4&SQ#mn`1*hPQ
z8JHu9&~$u`KepAh8WRfR_Tq<%qMR88w;JhDa(SrWR~?Zw-@x-tGGiBCzqTFO?Pr<j
z<%pT|sFi7dVTV!i3<EU<{UprY!&D9h{7e8tM7%5?`S|PLag=wnl7Ukj*NzPxywR1#
z(?2cs*k|KLgDIm>T?Xy%_4!B?Jz8cDNRUt_fG7cmKy!d)`rNtxQfy~frZOd5NfwTg
zQH7B*6B!u<E3!u=+Sc{VOMJkJuZ7uWreT9TbV~Q7Ra^|YB(G#&Z{$CKJNvfA{2$nC
zd-GH-wJH&fwOEv$y&%{c`KNwspWB-RA`G~a7GNfUGuf7Y;avz5RP8tKaF-Ro)4kTs
z(@)GeU&18>OB{QweOCSgf5#EqwB61?mnLkn09nB8&A%bTm*GYi=-nhoM-Sd#ojWQq
zzn9!t4<-+AY%wct(7t`x<4C5mVEG37^-l;8pD`3<nr+jJiF*iQUEN^=B(6%`cXXl|
zf~U|wUCu|e@Q;k|W1%UH8F1iP3Nd=VC4&%AQeZMz%0P-BU44E|TT8{tf`%bFIk}@R
zhL~w7f%+Z^RbhU-g~{B6_xEa4Yx9eBIMpCjWm|4qH860UIkc^drh7P#wjZUxFCiJL
zP|$r^hbyZCCD*!c&t31EKnqr0&Ua$pHucrAE?HpkE_NHfI5w^*lUk@msI1RPmPkv)
zgg8^vcnlKty~Z60<0|uMFrr`twJfVg)?c1O&BW^tM74m4xXJ&AthWklqkE&igS)%C
z7AY>po!}5CP~6>%Q{3IPxCM79?#11uIK|ziU!M1WeecP8Fjo#TlT2jx-gB>e{Z_I7
z6475Uf~|<l@a-X3wtEm8TnTG;Hj--kW*xO>uAWpRDN{9Yaf4rVi{<|~|6QX4w~Se#
zeqt8;s23VOi9Mn10!D*;F`+qT;*uPiM%fUH)U5iYCz9VkoR&TsHId$~7h6+BE@dAU
z4vyY#dvj-#Ss+cmo{i?GDXB)ZDd2ae0O&4rliLMXs;O8<xFVR@CScPnK%R;cKi1?(
z{m6CV_BPyNwyLk?+D~AMZOzGS;*^hJ*!yxUuKdUahLR;WL7csSg2d~#J(LOd*kbYi
zjxWq(I`9z2w_yA8!DP+5gNRxN;;0%#hyCwz4We7Q{ct?J4+$NUbH4baE_4?P*AqT8
za<t1@GW~f_$#e`cQH<*rE-o+^Qqk@a+vTT*v}#eu$`ep8&Bp6L+)vR&L)IgnR40;p
z);%h7L=Xj7vLC6dM%dHWmogHJ{@woh<u-DsfYR6T=0!3e(%(h&;Upym#)p658(zBG
zda{CX*%&!l`{K5*7m)y8_v7n}_cIi%0z@;#Er$#AG1zMAVc&m>q(yOfc*2;zjWmjq
zvhwxweYdBT2-5owAtciWF(vsFZJr*XM<h6Gy!-5GGxxE^L_Egi-|m%V<q!aFLm^Kr
z_smWxz#@3MKE(w>PBBT2h3~0lM!WFJby@HIMCvaJ*IQ2FZ8$`wHBMOiubBsT!Y2`O
z5}H$+q*HPb4Y(d#*&M>x&JPc9eH5MEDTpLQgAv#MoO34J;}Xk+=6rcNKkIRf0YIZN
z3hHd`WMHY?gMz#ap2986bS-4I5kmPQO11C4_2KTx48`!Lww`kmk{aNBtyhv~@@@GP
zT^kVX2mk8Y*6}PkCr<&jWAzFC-2^>Y1zq@rGf1R|!oX>z9+ONZGKe3(k4%a-B8~0s
z1B-<U9q|Z`@)B{hfBVh*61k#}>REJ-N)UfBS~`iaNi2Wx3F7w86$MR&Z3*jZ3R1w}
zX|Z6?oE{UT5kCD{u5ng3vg`GHi<{AMQ0xE0ZpLD_QycjdOh~*fp?UJ?A7jTAeEi$(
z&s_|e2^lQ`!+c}BsMj3wSDM|jOlrFZC}2`?f|x~Hn{C_T<}*P&)U^YVM!%3GXK4f&
z_a28p00~t!=TuEEl;fA~u@fOC6dmozOgB~1-wf@)-<E=B=SGIRm%uverF7^g>RKeK
zZdcUjV=o!Aiw?Jnhp10adH!3?xTxk;uk07iMMv@d&RM<&i8yApkC8yBW21(W3ELnZ
zCJ)mBVltC>%pI3&0eKzSw;igarU2Y(Ik?~?`^ugimlx!*7&b5uXzU^gcGN6Qmk*fn
zSFRyLPvqC#8mdDwZW?O)Pe{a`7YdD_a$Gj&(1;h?O9Dz@k?vs|`9}}Tv|>5~IFUEW
zrbJ1;UO?sZTh&PRGk>QP%7(1Mh!a>lB{T)Lv;c;?Brv5M=1HC;xv<6!7K*gbDpP?+
zoq@K*nnir$?n~kYjZzF|L>mXJwwX(l`30#bm`c2j_R@9!Swb9k%bFuE@OoAeH`jD(
z29MV9;$`r2z5q-Po(E*@e0q5*a38{p;bXXSIt3u)#(4Y4L%C_fqu&eI=C>u1U*<Wj
zt$$okKc{&heTbDjr#X8cxqsu(XSOSf+QwszxN60orMGKutlRK_DOW40C@DXKI7|;B
zdE~}Y<;zo=N~}L1h6(f57xAsZAFK0DDi%MMdkXzxU+r~i)hi*XTCn6KyDzKb=~Osv
zUvVp?a#A%c_Eqkb%nnp0xgRv>6_7ZdE2}mzL=FD7hwZk-VSH1FH0DXwcBhf%!8!h9
zRW?}$F8j%HD7DIE21b#X%SQ&K@^c(bD~W;!X8!?7eerBMRA5xh9!i@03=o>X2u3sQ
z9k*9UfgYma_jpUO+P$k3mx|~1LTkkblP7o)Y&kk8JTMHh-Q&i6qcTv%^R&pgG~o2Y
zMG>?K2$~wK1+Hw>Dqz{yJ{(xX7OQdg6;pXZg9_@JY<A6jb}19`TGF4Mv=YtD*^VdJ
zaVz7T@B^Tc034|DZGf(5{SCdF_^E$@2M7OR&2z~WUX+2{p&tu#%x#yerNmK+Utk`x
z!wU;*WBCoTB&2zSYN!hI#Z<6&IBDsn8a2dzDH_Bn@j3kRbtp8M>wzrI&Ke&YAyD9q
z2iK76%Z3Y~oh{+sPy2Jq`dV;NzpL^jIZK$wl_FIOjjIN1l8O}-$81)yErFS=R;p%)
zq7+>$A7z(v<l)ZKWou+PXUZerJ=9j;3wk;3Ta*PFaW_5zlyR`H=vG+1Rt|Dcof@jR
z7rk~E_n4h`;y7nxkZ&k?qgfByRX{A&_AFeK&`0X7tv2;F^|j)QOhk5VUrypRHPx8y
z>hgK;Ed<-3-UN8pI@QazpW9-3HCZ5nZB#ZRWvu)msjYi+jGH2PT5e5_GN>`39GA8{
z+lH){>d^`9Y_>rmEd;gz2}zF9T+aCF`IL-)t=V#M{-t$uOOQkx;M!@K&Qia){**%m
zmc?K#Ul!;Xq5n;an#37-tsO%EQ`Aoz={84KXfxs`CkMNNO%|H-qs(_TP0lnWP6lF7
zN&#?Vo+1!;7^d^y(Kr<~N@nTn?+gu_Wp?Es*|mC^8?}|#De2zp>sD^O#DAIc8D(SW
zOtwb=lus5V^J8%W@eyqsd9y_6*FL9qG6gRy=(R6c3(To2z?j2R??n7n5LF|QVgzKT
zQBWADS)8??%vT&H?a=ZEu&uAFxt?hi#SW=bE!b)n>xx^KshtO*21CtsTfbNOTl@pm
z#W(d}DD}4O1(x&2qm^fK`mXuTJDt4fjwVgiM;K?sqK@LVeRsj83t8N`$8C%=nDY8b
z<!Y|@A=kbBr;g+t>Wtc5boh^Dl%2vlL!%9oLhV0*M(Km)+7g;Po8D-ugbam>v_iP^
zPgV*GXo8@L#6eB^La9t4K5a8it-KkIgi7m~j~a{=)6=V8dJ@25O?jzfGZH2y)~-hA
zH3X=k&}doj7uLJyW0jeAZ~L>4Wrvj&lD?IiN&Dch1dX4#+lb?eRF)cQ5U>v;UX+nb
zkmI0YYfr&VpHCj*xM0?hL4O~@p;U16gTH5+q7d5GD%D9!o;KH%M4KWtvuF|*GJHSt
z;vv|l`ho-*Qox0^1r-CQR!22i6-g~w_B@&_&p^g(6%7>u#%y}Gl2CfH_6Xoi{+OH<
z8ocVNIP{vWUk%Nj|LgZ3!?g{0>oV~~yTA!_k4APoO>PY}$#aE3u(dS@(c*C`D{ix%
zW)KiJ!;)xBqF7_BoG>vlrXrNfy6(*pEt7jPe)smg`IYHo@gKl=ZEZs%#?xG6rYji;
z&dL(CdBajL`~sh>km(n=>q}m$&hZ1k0#w8}$s<?UH@FH;R*KbPo$!;m6Mm_9C-K&G
zATjU3_n}!w4ovy8THT?UBEyck4dpPjX1Tb-Tcmf}0SqM6FZ}D;9l+GOME+|{KXrJA
z<SR~q^I8V7Sl4~IhST5<IFN2-g0}r`ZI*5kEZ9v}4d`wpJ@31D2aQ5Cv@Z8<cIOPw
zK0xtNFC9GRmBm=R(oQOy(H_w1OY~+p4_Ivs4QKbaQ}SDOji`*5(d1j*?V%O^15lX{
zEwN}&-QpklqoK9C%#l61{S+gI`Y>VJhi&8{;ebfE8wI#&Gvrd<PlJv`J7b(<?9-q2
zJuNW#nf*OvRh;hM!nI@O3Pz2*5&X#wwy(d((_DN`^u0ON7u;7fKB<fHUbRr4O-bBT
zMHTn4cS2if<%=aRLVL|Q7|lvRWI-Q8*NzKMtKA`!(u;1skHNs)InAcSOPbGgvFFH~
zXaqZ?Z~Uz8<|9xf@$k7^@}0GMPf|yc>#6yv$Y7qe&!_)EL4%WT>E4LXUJ1Fm3kg6}
z&meGFBDVP;aeWkPUy?GTU%DJu@Wqm47PFMw+IT-&9A1i<!V2Cam5ko$6duUX{J|Hu
zhsV9*P7tz_(s*injVjUL!gOr)7i^u#`CVG^`4)>=F;h-`sTr1zHsQVT?D)YJawA@}
z*U1+k9CwxKAga&XkfzKUrzmw|K)B-#Oa(LG?%Fx4)2kc1aVE2w%;A?TF4d@&41hm<
zB4Ez7d=P)Yd{6xt`!S~NKs1<4AV2Z}p`a#Ti--<hNvTitPf9~5LmM=qf0>z`v4ZEQ
zvsx;0{mg}>Iwf%x7nz&&6A~pAW<@f4Kp3We7)G0tWcu0Pnl-O3z>OU|Ar<H}r@YoC
z?$s6z<*OMC{Cw^u7Qecw_mCv&%ym;<5$Z+a+>h)|kr$Y9@JC8ix$v58TbOhPex#wr
zvAh^iRdec&AiGtcR%o!98t%le4!u(G`>eWskUmU5gzAgpyvpkf!!r%MVO!(yh5O|#
zgOHN(cpJ)E^JpUZ<FfR|+!V^Oi+3`FRl)ku&d8A<?WVlH9*8?lYDh)^FsCY=MgS30
z3SbOcowKd$kI}@^afT(L2DLg6d_V=1vx@+VvDP6WDWGWcrlFcLS0Q01ah4AJVqe^v
zSj$U@Pxz7O$LyXx=de}X+M(3MynBt2<*D}>%>u>J*dx*c!*XYZctRN26|R@KIY<8+
zmU^{ichS4gYFA{P4^x1{*s7g5FEp8MdAion*RWti98i)?*PyO(j1_9>l7_ABmc0g0
zJ*Aj7AQiSaU<qm}r#)6D2ihbv^>bUh2<nS(-Vfj2xNI&&seUM>fZ6yS`-jKwx@SG1
zpl8}3IjXGT*OOO=A8h<M&M{WlY#3PZdq<Be)$dPH6gejajU#d}Iv3=&(Th9t5xPNa
z;*`1<Bc?q)7J|b)8nWskmE6sAGe8C25LbJ$Y1TDiE{0%+X?0*RX-~+beWimCsck__
zvq~cvK97492~ZqP`2|zqizj&;yGKmyI_`18viO)$WRs_jy(zhZxQ6xFm@=9>Q})zL
zKB9BB-qz}51Nk4U3ByYuQK>&(bejp<dcyJ!$|DR9<eYlV?d|s8#a>1{c2z7Eno=dc
ze?IHIWK^VtPW;XjTBU&LovJJH{k^4o?c=w|Fe%BmNar6M(i(%6C7=nK@coH&&WaKs
zFr@uZ*MiP3BZD)fU;!MUFqTwCI?}kJRInCX60}N|+q>Hmw=e>-XC~AWW&o8R@dwDG
zA$*U`bR9*rHEW;!gw974+`Daa&f>rvi;73@*xj)K;~_RK+3A8tq5Z4>`io`jw8O_}
z_k=G>l=D&Z7EOMi(~I|awy21O0?#liq40ESX-+aZ^?_twcX`fUX3$`??A7bT-FxB3
zLiehWqhaXI{rwY0gQ7@HX?nP)a-7*S(jZtGI8o6lqYk=F=Rry;%5YDPQg1InR1#+8
z<9t<ruYPa!Ywapg`5Cv{_CXgsImo~O;rF8JJ>Sf-nM;i(i4TAcFL|hlTuS6JqCk}N
zx~ueNenRiL{{W5D-<8~P&T-c9aVxTtDr|nSkz|EDxD9Y;-hk<=5I}dI*zZ!Mf?4vr
z$Vg{Groq{F8ubQo9Yl}}B^V#uV;G#!wfD9`HT2bWp0J-<M$EzuYhMIYRV}e+@14I$
z6wenPn-eG>d*rl?Sh-&opBJBpua0RteS=PppR0HHV_dCN4E?6C=0B7HpGH)75=5q|
zowy)s`gMgp;)Da4-CoEqWUAka1L^nA@cC(EJe2;wUztmzfC+TLluMB5ZmKL)QDd~M
zESXbP$I$Zqi!<#nJz>uMu~L=I19|NIkc7WL>^?7X(`h9bXhe)kr=Ro$XRo2=Mj6s{
zY{XGOvr;7<p-6Sw`Ed#CgaB2{1OO7UDk=)XoCxS+#(&MeH_u!VN?QgaQtg_dMF<$^
z+U6fztjq(StD_E{jWXpb&TMdc<G=}-2^7$8b~&yvn=4RA=3~fk9~N!t&h?}2zzgZs
z95T6H{1M;S;s<zC>o;13imwEXTdNky@h$IG@N3v=8{ELw%nleo5EOk(@y6;&GR_V(
zE}1yv(fnvOCF!f4D*5_LlCeRa;d_JD`NQRVKKZ1`2q_sCc4fBs5c!;QlwgGe^0qvW
z>1C>CLfQKiO%!aQ$L42brbf(PCz+AJQoc=aBWN-$<AYha)yMte=R??Dr^XsXvodYP
zE~-CHHi!CL<I2v8CUwfq=LzbdZyK|zbK^*<Oo;NCpD7i~vqfCed9>qge=I%y1FWZ$
z?`_R>m6|RJNe}5se&sB!sqmqe<}P8(<R<*iOe~E~0Suy>pZhIAS3vb!eN^WNT^lXL
zkM2(3uc65c>#9=4!|a-H#qdn&Cb)%kaz{?gwT^_(*HN`k!|UY|D%CmOs!|WWC6!pj
z_`J;ix~p;+A3+qYp&aDgzx|ls!+sT`e9Y=+37{%YQ-^K%`S?c_UqR%B;GnV>CV`3?
z6pPkm>tJ|8AxzWp6@eBYx6JC8=6z6MC9mGEp1eiH1f!9)w0ODiOH*USO`nyf`Y|R>
zd2)Diw7gkmO)477R_bC|P6{@O#`l2DW0<e)0mGK2DZo5wxTCd%--xE*9t<9gK)Mj^
z(=N}R<w%t?qX0E&VWn;zjjX_Q`kjlvS^1JWdvn~2bn>t(+1cwmj%4oS<g(k$dt8y0
z%4rR1Y;q;ME!LG1t1s@}_Ss^l^9%E_8Qr-*es;bj68{p-_%b&0HEHKJ6sZ)-YrgHL
z?}_}Fr1vKuAAaBLO{tSJ;M-d}Kb*n9a>~<|k;SRkQ)i+R=70t$N)nV4zV&bS$4fkD
zTy_n?n=ot~eA|vjO{er@P!0F)>&fwx4_kBq7npu1Ck*8tM(y8<NYIvyQsU@9!><Gs
zwK;N_iH%P$Rsp0AiZ1vMM@t^ks93z9j=C40reJ0-KM~bUQhf)jf*{(n;lp*wAhCCE
zDF>8|%%jab^5$QRVhnQ5;$*(mR@5G{NQbVs(gs+{L#^c97}(Wc;zbR5_;+cW0vyo7
zvC{l}6Tb%0sT+#_h!OUs3Z)eZclEhEosHOx4(4#8wxk(fy_8xpMd0=0b@%vTKW(|<
z>WgKx?Q>piNg)zC%d<7@LZKueI-v1il}h>6GXx?85^i`jz^^`y7`i}ec~OD9?Siu8
zzKM{s6Karnd!Wd`nUo}mlv@z7&N+^2_yPK5dO*agV64WFk+U*=`2a^80IPgVqd~nf
zR7-F%-Bytjw0&V%KKt=C>XwO4$@dtR{3js=R(?#RoM61Dp>|CEW`rZ(6JirKTp-ql
z3&DXgmdL*Dfie!AJ5cTl*5RSKWo<9TnE5mK#%B~x4*m>@WgVJ**_dQ4xgJKzpE1@7
zj!0*HvCC(Vh}bs8%jfm7mkBm>3bl|2j@AaH^*5n~rpvR;rAUz8h=BG*U#GwgLzPLX
zu@p|aQds!y)zjc7gxuO*XVS@~uFNX<oHvD==Wi+0DM~F*&qJ$sT;@sY$YE7~41VZ7
z4PmF!HUuJ+2i0wMbj0W-rsMb|!XtQR{8tQwe^`+A5EO2g2vEQjA?@-yh69K-hA8J7
zCXSC9O7)eziL%Etb}>6#h^V}LxMM|Nw0ky%Vh%q7o^P)o#X)^>PX|_e#Lhb|b}~Aj
zNJtV(K8PW-{#5<QWf!+4j`D0jc}HbbMf!UY<9`4{t)K`2A67x@JlU*KXeiiol+5V5
zKbx%`2UcJ<^UJH5_<4hR3tDUz{;8a{M@9`en4ZLNDKXAKTO9k<$y(<Z5`$|NoykA}
zbDHt$|2!mW|2bOz&xQ$R@g}&5EU2J`v3&7zB(OgdqY-uQCheG&gxGVjAp8Dro7<@Y
z_#9ug#t0G?2Z=w{Jsn?qGGXy?><IgSY%Ey}mrIW?h<tHi@?yR!B#oWXeY}*|5pgEz
z(PEFHWQobajaz77Cat)HvRX^kfg18tiV>LASg=`0yO)l}zLcRGn<5SzjAhVO)VOHy
zf=!v|%&AI35s1u#Q*(myi@?y#j}CF(zA8ae!$FoImc8a=&ud&l_};o|^os3PND_3#
zR7j{PB}^9q091$xNNf#pU+-(Q-%A&04xd0CSV9HMk7Mycl#FPE=$2Blk$^O_?!Fsi
zd4Wr>SaWVJ&Uw%%1eP8g4M91y0HQ=Esr%IbPSHJke7nRg74;ioq7dqKP3n@Bf*M2|
zdqKZ!m#LP{9D4J(Z43J>BDAv~gu(d(b#1_udHxIib%fA1hS04PAES%M%WWe?j36R&
zkc^gU%Es#eOn0!-PQCEv!-t;`@!JkAlpjUj>A?Y<-&t8=;!YlEnMVHSOjZls{yCsl
zc7Z${GcdFdR?oW09#=@ykg^2lcU1~N9!DNW{U>DVf}(|Ym=~3awW38hox%&B;hi|!
zdOh<JSAJ8r?7WWCiavO9d)BT&h*Q9Arq;E<vevW);y+Nd<%**p_Ms?F>IgUzo=hQ0
z4H9M8ZA~i5B@300YY3Pr{R*pr?hn^55@UkptUXP!aC-B=9w5TKoft(w%<`E?wui(*
zI_y8<C&;yN=+B9AkI<y$GVh%8QVYbRjP7$%qEtChg?`-`8`n|d6>DTE6KaM&n^*nI
z2Ge5X6)|kCd7l4gx!Oxsy<|6wcp+0erGT=!&&gsw-AFIxmv~1gZGdP*dc<j)CDLFL
z!_KJ^X9~il8GCb?j?;dAB_o5uZW4O|E84CoKh`wIa#qXVXsk_R@=ITzuk1lwp5Yj~
z+Fswsa7yZhi-Xrbqx<}Z5rkwh&@k4y?0yb+Zd-5=@{)!`JXJZ`Us}N*ZqUTzl*~e|
z1k+$!%XID`y7Aciw+}TO0{h*O+8j(R4C>W*wqL(usF(dwe$-`R$fY4N{_&uIgM!Ew
z*env}=;yUl$R1(U<oG)`PtL0K0Q~wnYz9g)6A0Vs{A5N!G`VTpWm+d>CDb@RzV_Q?
zrxF^(gPXpdK88%}p>*y*_9v>UO9;~c7pK=b4;RUM>f-KP-T}YzJsJ-7M1*F!dt*DD
zNnBj=8vZwYiP;JON<>QpQ{2eWCy*dB2I9e_tku5KmEivpGRLigy3ItQ!>`Xs{7oEI
zsb7Ayzmqfm?CJwG@7)r;l;oRzemwVHkNckJRz1aSZuiE6;oIuj<u(3qNS^4<GRlb9
zN6xS^B%-t};y*X<Y;;V`7YNMQRP?zS0yDmFGbx&Fqv2<vV4)}VQZsoPSc|{SZZaI{
zF#ITpfXpAnrH5QS7?v&ggQapT>^C=0UdJVyGYbg=C7mRhSK%@yv{=hSkl{v#{!nn+
zGY)_1h1!!Py;b?5Gy0a`tpG3yhS}!DN9C>)QH{4)9rb4wb|prHGC6zeG-cwzsqRz*
zCcuYm)=nG5pA6&v^`*i#e9{SRp5MF=Wv@SYIUi%FWz6%YogmBT39tDkBuJdn`r8fT
zcxN{Dh-xYG`gb9fxV-}(LEDXeOGpq$eyhIUIQU8y?;!IN>|hyY5@4Xhf)Tbvd@IRh
zLBav!LLR;7we=V5cW{!~qQ+#Rh_1z07HWIa5*HoBcPx38j-WykMu~F(O4x4hgJt?{
z4t-2{f)XH3fFO6CgEd5hnUeDfJ3FiUC+xhUeymx@KLC;jp#3Ho8o6;&Yyvt;%M?!Q
z$8+KKXk4fAkNb+!=lWKpX_dT=2wfFyr@=G)YI8)r2|=64l3aCp$;S?)nzJU1emnex
z?T(1WG2nN!maU7#<C8U@o=lRxumtQVPJ+5doA9A(8<Vaaviz#}h3WLu1A<zxCJ|1~
zxPiI)6jic_DkXMrCCdUo4qZpE6Je+BPo*6qLH3DnKc6cWOJLLbE_O}x{O*@dp<t<0
z0bk;({MmoLW#N48Zow!m%7~fI6V2)s#~Byt1dYn0yL}OE@3?y_*gx*+YWj;Ix<rNE
zf`qJ*1{7na?f483pv?x5zsTGMJBiTfhJcoF!soy#&<9<5gSU!>VrjTgP#Oy1$k+>r
zUTlB}UiiWFeovQ{7WJicE7KTPoCA@evI6FeCIv{eMn*Gip<Yw!gl=3UP#uZ(F97~}
z_KMx|zWI~lnZCbsDT_3<j^;cJ9O)pOLIQhgoOQr2AhtM-X(~gwr+#VictTxB`2y?V
zqOvNHK9jj3<wd4EB06rLK#a}GH2LBpoW_pM-{Tvw@UQI4Pq3I0+E{c93AAbG?t}+Z
zyrjiXP!xXcRoPX>B*S{_#MXJ?e)l_blZI$cu^d1;`J(KE&UXKvs&ZI7S|+m!YttuC
z2_5u#y4+#L5$UdWP&!*cj$ou&KnNpqfpwd8vUC!n-S4!i@64T6w%NSii=1{t)wV9+
zXf@phg9E9J>{HXd1_q}K@%H;`62cB^1Eu@qJU7yg%dLu&kl*;E)dP7=WeHjh4JW#z
zbkd`A7xIFqE-Dk9{k@)&YGs)(k`N~<)V5=Ru&zUWA)?T`FJ&}!CR^V-h5_bZ@%$^y
z|6zXr6N7-*MC)2C+V4VcN87V#UO&FQiOS_7W@uOtEKOfr+vge0v>4&Cm#qA`50~JZ
z$n$}ytaEH^Vm^kFC4mTI4;|L%_Oa(BzrxXq{@jHIAr>(nEdIGey9r^Wx)bG3L!_>S
z<XmIKi_+gwQzxalcVf}<QG5MIEyj@mobEkKW<b<VSS*ZIMu_|y;i5ob`uolwLxu#I
zyw~;V99F}%!xLk2Yx3d-1u@NNqreEF^FmTaVLm@TzjP{L784-c2z9MJod`6|NP*uZ
zhZ!Pp%C9N-bCIsaSj6`YSfrh6`Rn0`bJeb2e^F}+##0zpso+6c2)4x~U7Ze9Ac3H`
zwx{~tf_-W?au--L6e2p{Km>*UULlfV%&%+#3?h1JklDb5HakTO=IsXo#9$07m(o1d
z-DTrXoiMjI9?w#hfvqAwJsTbZwQ$}fg2)nBO(1CF9RleB0=bU<USD5Mf_yM$YD5^}
z@$XBtVt+FDnrpWH0j9Uqp%`kK<*+R2nw_>p{sC%c8S7wDFvTs<U}zx+t4D+?KcYTb
z{>YQdqEds4?(Y8jXKPCp^uu72Kk!dY9_<PxYwM?{J~){lP7kkLSA_;e11BbMu^5Sv
zmcC5m6z?r6gW#jn#r!INUzZ@76tO(=3xSH$1@HS8X`P^>@)vI1%+|cx5G}}Y%TvgE
zd>(JmBT9chrjH2QkDVlK=L=jfmpE^6OkTC0tnc4VVg{q*lx5r3khMZ%)gF?TNHQ&s
zPmPzZ4<La{)JGaqRIp&$#M0K|lcjje<@rO2?DXm$b?KtW>s(~!VkLRy0_iusC)?Va
z7#@;+I{`7w1`Rg~5C1<&&x_ya&AAtYej>s07O5jLBqKZp;(<?~Ezl={X-(ns?xN45
zXwGHn9i`W4fC^w_v4U}?!O_k7lz=oSRY9{V|2y$bYj_z)p^sv;xz)|(?U?YdUNbp?
zxWI3V_yVfX8mdym#<{&I0e$OQ#DCv53rTH~l<623<NzQA8RIgq8gZi+J?zKU&)j2n
zvW>z&C8Dk9{qQ=z_x!r9m#g_5&B#Q{-xWa_&8HNemM=q>S~}wyYhTb3Bsxoq-$iZV
zq^>l-N#i8l>A33_jiu|OF!&|FEEl(w7)~#Vciq9+0+~-TCfw;W*PGv3At?lfZI2e7
z54{~H{gH=}gSVM@bK8(cML)sq+CD#!mUVxGokrl0MsQ&36P5^zN659~$Z_*f2<fKy
zo$_DDsMUSXD*JiYL-Z@2^E&~B57OR*O4#9eMIs;J&cT$vEb28YODb(mIB`Ec<J`hn
zMqqLakZw_)r5&fFno;#e2&?5B;t6i~m>#nG+1z;LqhVocEf~fQ6E`qFxZ{lbGn;v~
zVwq!r8VP$DaG0=-xM0kYQ3X$(%MKS&9X2@Y<j1_gERrh2kFnJiB8W(f<s{BZ86@$}
z>TmA&A}MNV*aC{-T2*QBdXlZHb?lD=wR68oMvW!*`8ujGQ6UTQ#DFq6|DGN(hN5CO
z1IwA|xEpO&N+{-d@TnB^sX;H^QC`Q{te+Ieyvl#l8LecxVwO-@JL#mz*=~tqj@d*m
zG(u7Zl(JRS=uPNH%M*EA%79s+a0;2sHn^$dy139uO^{y;8qwBY{vV)W{hd0`G0*f&
zCHy_ZuY_SQcT;4#$Fn3~)AuFP^}W~$4~et*{T5-+CR0x-Y*s;Dy^a)Ek>;HQvbq*v
zhL`#W$lUtbquQm*K(-bysY#|*<c}9|Cd1jeh{>1B3;zZ4xzb31*PUm#)P7)(nSXwO
zZD{ppRo^)^<9X}`y1)fVhfKCup9z^U;V%}LzYdTVI>7*b``wureqECi^OtWW%IxKL
zSATE)S6$DQ&J@nW&w|5+TV7%Isz~D6Xd>v$Uzdnf?^i@<SfIWJUBi=bE7bNmSMZQF
z^Se_~D@i~p4u+2D(tn!OnTmJbzP?Sz-LUvQWa4hI)NkVcW43o096G%1oKj(Yt*t1H
z;GkI)QJ`5323GSmHBY$e9<~=_RcuwLxsvO8xWMAK3B=iEk&e`#v6%zE6H6X<h18$9
z>h<f2Ye-<j7fWlZh{0Ca0Ei!lIwjv|$kbv~f6J?7rE;y{&ksMgtPiKIi)Em~jie;!
zlfpf}F3b;TmK(?TOos3j9}$n}+~`ytA6<R6M4kEu;gY3Txjyy(M5hbkCrPIPyKL#z
zP^g7h?3tvGb5JE6eL}CcpB8nFa9}6&=LvxsS{)=gs*N4nWODbnT8zlw;dmb2^#b@3
zfKcR*_Xs<`!S-{E$uAIgQ^-clE&wyB?Rm^1HL)##IjPiU&D1tpNs$ri2~E73#VKG~
zYz(T*b9fti#=`IY-#Yd9`F!r$;a^&=z0=opVcd5?y^?6y29I>CjU=&b4klCl>D<IA
zlF@RkuJRbxFU10-L&b#Dr2MN6Fby3pf#!B!$k$>wU6mNxQ;BzA@$)KSEx+^=4EeWA
zzlii$h&m?KE3-You&JzGuIYnD7Z<r#@CftHj>s$3>0nE1gZC$k3VII}Ipe%@$@tBh
zr}6}UwIuz@uWkO2>0Zif3_mx0;25fyKaXFHqx&dRsMMsVIHw5H_(HmECvT3uOea4C
z-lw)8Y#+^#s!()DN3F^Nb4|1(rv-8tmOKy)w`qC-@%ZX9N&zgtkOVz?LU_a8P3Z=O
zcm_HxgBQ1RBtv&r4lyEtpo%O~iL|U=Nxmg3p};&gyVM{6++1<uCS|m2MHlu*<v#$B
zJoW>E5h$hFY(HBR9`jFnm5!=%??w;ykU1P(FV-6T%oD(wMnO7R5L%)XTP6_;-$!a_
zd&a^`U*NFR2kJG6WVi{#j%L#I`aWLI?_U`{+(&oe#P6#qOR>%o0$6+|2P3Mv0c4Dy
z^p!HR&YkxvPp#}m?KlJ0JAOzeJdHfoJ`DZ?$PS$KoNv{%Mt8-iWIy=tWq~Vy3JbA@
zsVzD2c&BAjo$@m&6qJ<eexXZI+<AFJa%BK1W~)c_|E8F1UDJ4=_UrhVzV}Qy`?OjN
zDKz@hDR9^n?)sZcYY+J;F=a%$D1C(k6=p}%F0o9eugx20xN|8nn=}9inL(28BzMj)
zmBJX_61boDnm|4bt;{^xuNcjXOm<QIwTtLwVQW0OyvlrD5BXz+^N|((q)sWDERLwd
z4+_>heU(9|Yfsi38c^(m+)$#eMr4F*=G9%YEwPGU6vKAO;UUHX^GY^j|M1$+)O0|n
zv-O@sVTiX@l+cIgA+lFH<qaj)FYmex(KMw3x)y%7n_z?=k}p9E4g1DNP*7BrBJUPA
z2h{7}@3e7odU*~g(YDt`)*stfmZ-wDOJ*Ham8T5cf*Kepc6zGfrB4-H@s&oECa$sv
z@|0_qX{7>{0pastr76=jH&^9jOzCtYuyP5*ub;Z#nHFqY^+xI^eDt_%v$j#>7BJBh
z3;XF<ja_$kt|Fy!j@7l&A>eu1l_0{)v8|^+ZJ$=-o8ql9?io;>*c-Qa_C%-#ai!sr
z`rp{&uHjj=`hcPy19dSXH8rlVjOF7AO#vw7I^AHu>>lHh^^x^Mx?ts9e@h;NK2IFX
za-{0rKQ@8<23$%CYz5dAlNgOnlm7tvHlH*g99BsN{DIG;ob^@`1TpG`HkJ$#?yYka
z#vNFp;Fxnun+N>9BIV4=jwaqX;yC6GF=w=Xqt+=t61BegjiQhO-D-(tWIJbT-81yx
zYd+GG4k&ODHKZPXMy21xiycNQBYs?vCx7eQJOY&uw|X^5MLs!3?ufc%e5HG(OEyX>
zWfnxuzs!epp8AEnB7Y2HI2zhy`O?I9mB|kZ$NJz89y2-Xap4V?A1LmLaOVHyuhHfA
z2|t`rQpS*sR9DbDaiAGFHlLp;$&-c%Qf)(Y>I^h5#jlhfeLW5St3e%Td)@SeBdw0s
zDe9kB8#v;v?pCB_QLir8C51o}gHIYk#l}S#`4yR}k*?Mi&TBPvL!XD_(mJ`Yi!*+O
zD!&YTRI3?t4)M?lwR11b4Q66%&>=}RQ36sFki?*vP_YxB)w59$pI?uC?%f-)WU=br
zF^p~ITt`a`TSyF%*S_oa&vrc%n14mz@Z#u*U9(FIRI6S+_pcn}YxzR6LKe5ShqI<A
z=^lJcQQ6?6Nuh#jfEZtDDyjQYJ^heFX-i?5^DTo6GWqg#kN*Rh#GCywCr2pTW;gd0
z{si0qYW>|a<#~)}C6_%S(@IJD2Sendf~LK_;v!v=<s@TS>MMj<f8*~i3_<TT-MI{m
z$%^)~*;nU~+#W5qM2%WWEr#TCFi6EZ`XI27{Cw#&Ib<1cUO^zyc5Qsd+M^J4hmeBb
z3)Tp$D_h*-K3Utd_<c3u$k;HqTpBd_B!ZHsRV{JUH8?cN(EDvR#TlxNnUDnyS(}uM
zp7$pyFJ5dJFdG2NQEh|?n}{>b!y(mVm2#pT+uRx-{W@V<#!9t;;Dd7BAu6idv8?({
zzeb>utnd0Ue2qingf!{M{cz&E(R#1bDq~>lJKyOzKYqiwMDWJ8;w`<!EI4DYHY<UZ
zN?AInsi%z((&t`@kSCRZx-T$+0u7TZGX-dGDXD?AvMHBCRp1?}EnU7{ZHe4BK}>UK
zfxb|o8hu~4wUz3Qd-af-#@b2u9T|!9)q;A8k`Cy^v9_k{4b1WIAgxXRo*rW?m&7?H
zfh?x<doh@R#s#U3<!xN1WLRX5-!S~@eqmQL<*s2SIn$MXTtY@wzMg45H|DSx{&tz{
z6<D}aMGuLIpn1ejlLOWu%Kz1moc|^Zv7$ETtyRWchnh5LyEBPs!dw5A1EvIFLMQ2n
z8>QR=Qo<RY6kXAWy#+=dT1m%1xlVV)hf&QZj@tZ@XawoD2qNx!DkKdL4nwBS+9#=}
zAd=~_Fw?1PQ7yi$UA-Adb6iJ;LF9XWPxH4RznCjS{ORq?q-$S8#3EfEFAWS+dbeII
zMk;gl1I5fWMeLF>anO(o5GTa~>y6t-=^^@j{k;7=tP!V*RC2`EIBs!T6P-u}BA?|U
z=VyX|q^ve&`2)wWGnx0vi}bk?h|CbrwwTIno+Byi@W+;ucQ-=sQs}Obc%(6yhX<Iw
zqA?Dk3oWp@ZA~)kCM7a0q$ubvU`vRrDf%hBV)_NQ`K&Ua&g^8!5N750U?r+(48AFd
z0Fxtj7dew(2diz7HR*6mz!J$ADUB-130kfoC5U(Rj<0SdUiKdV{HMMxwj{XE_@T^!
zH&)iTZjnPxy@Z8FkX!FenYtWm#qLw3VE#QWpUtk`@VsqS?@RTmeOY76W3f_YSRbhB
z4Z)(0J6pYoF^KpiuKa2ZmvC2Fw?A7~NjG$&n5<JWM|a@Jzpm`;u3tD~e&?wSdtQFH
zZ5}h3-r`e~VhQCO(%b>F174V7Htj@e_*e$Ag`$l7qOFQ8e@Lc!iQoQ?FA4O6b?_*5
zBHLGUnc{JYl7M1pF4%Ec4mzMqJ{#zOMRLC`mt>~~rQoYsJ7b=#GOj#O6^DaLtOUq%
zj4ByT0K?Jb%k*Aq*sPVj3W~8@C8&E-PRD*|7nG=bQ;D?xaT&2Age0%Q7&%UD)}FGM
zBNyqVAt{F=m=)`)q(y1rx1>qt2;3=mKboJm3nPyhJSSD=EU%2L*3Qx<MJMpfU#`&|
z;X(<_Uxu%*vZnqf6DydixAf)b?)5i>Iue|dmnu3`E<PsC4D`XT6=LtzNmnO}Cu!r6
z-*={cvU>Fdd(N5O!M<M}eESZa7#dDuL@6G+qU7_KxWQSOcR75@?Letc6%q;8Ai8M*
za5?lWXSMo5h*CPEQl842ud^ZUH9P4w8`m(Ye)Lz<4f#R5`D>PMc(pm;MLZsjB~anP
zAXt4sA(2`elGev0mB}boOh+BY6tU|$OrsyYd*7^G`Y94LT|MZ`BH_DMu{QQAGwP?B
zhNgzF?N1Tk<7m)mqXm<KZVISSo<oXBrF~<?x~G<k0w|34LVtEyI2rZ%3um_Tx3Ad4
zADZi$)?vHO@zz_o){$NX!Nt3Nn(%F-FZZO6eU529I&0@8Yn|4ECO=Q=nsR<b2icC6
zNY~L_P(rCU_LAI_LJ@t2Kca*Myj*(RpAO>_YTA#;^o;Zl3<rHtbGkvIk>|L0FxW^W
zQshF<)aPNru)y0AT06s-o{3s;YlLJ2QPBnr>1EzAh`qbVl?54FC$b{2sbWt^e+V|-
zbi@;~RAbT%nO&_3xTX9>0$?T(g~wJ+wuIJT=zYc9l`lz<(ERf)(C;~b$H9&?cr?zU
zyF!yRbwUjZsNvz0zzvgG=NLNZ%FXP+6<Ok1tHNxoBR|h9&y+Si)zG`vw{DeyG%6Wm
z>uOiSnK6F7AaU|zx}+vYK9d`FGLNrSXCLH~-@!$fL-5>F`j;R}SDud&=TIoD``vWf
zmz|~5u3-s|M#eGuPibe?`zgA{xb#KeTX=Z*De)4b6`9KeE1o26qFu;UTk@vE-)ZUk
z-~xEIc@Pr{g3QUE^r8D0ldl#l;Ut)k>&x1p@*tS?rC5K&hJF%i-)4>~b0_-*0)6<b
z5-wG?ecCTx7%BuwebKi!r|nmD*Y<8_oaKc!svdU&ukY_3NJfkZJ#J(#hO;rTw8I)H
zk7lkpW!;{Nnu_d4Wg#qBlwup_*VpgVgGolZ)DYC>#Z4SyLQ#6h{rw)=?;1laEOa6w
zQgq8S-TNUNqfp9N@sLP14vWl-)<4^j@)&i;p%Ikl?SqGp8WwS4+v5*4UTLn@w5yfO
z#QPAHo}H({8gb%2e6)A(+b|{!XVab<=g%@S1CpDAP8Vc<3n(e3J)@c6vh#9#(h|+`
z10Gt7P-$jFQ_#+K$c2}3y=0RZ3G;k>Ka@P3#MvHR2J6JQ(V$LqUTNBKVX?}s<RBbB
z!jQ11)<j1M=EI?(CXPOAG1iwpSh<&cLLBRuiK|_g%N}n!x;s>1NAN8q_;gq?=|2II
z^X76AJ7C`v!Z}_#$N1)zBs}4Ed>^qL9Uee=JP@AspAPLvS{B~Owy&fve!YHwjD?$6
ze!IpH#7W4(`@M#i!h>AEMOr%?*8649Chc8T-_NITR*dfMxb+xbyk4X;U)SErD`#(A
zgmSQOXd*FdP&76^yS0{oWGX+cZitW1-Q*R*$DuK0B*8hts`-WjH51JjUxcYc>b7H7
zoEhiak!X!mH#AN=4hVPexLaveIK|auwPGnw@TKwN6bOfyUJ=N%n5T-;I+y^L<$iu!
z@p2;+qM}2J*MNN?Sl6jdxZ=S*@ogHuFR0Qt(C?0O14Gk{r4@9=B-q2Re1;Op;*N`v
znDSgd$egc3rSM<e+B%goGYDKAMZ@ENR--|x$s300qGgOO>hP_i?0VZ(9!3VH;o$+~
z<g4kSn9FtRlkbEb^iI5LkLRbkAA+-?aM69HPy61jk|VshNdPBbNB`8OaN2gw$+!=H
z!(cCy0~K550q{#}ZR)WrwgVFH{B6&TXMz#d2;>jvCT)Vq6GZiY1mXXLVKfa6G68J(
z*1EfyzrtRQmoYK%<PE1C)Q~9L3RsHtT7J0#Ou4wO@(9ZR{~#<6^ns&Y9v5pme$Wu=
zDb--RJUgdJ6-!FcfVvL#{uernrX)(G5p<!Y)xIZ|Uy&m?V9BvET8-iW98ND-_jCfq
zR(q&VvsxT;49bZr^k&adi0RC_=^WB$DbNZ!(@LbrMN*)Yq`%<ex!*>S@<7bd@eI0A
z-GD^};R9^a@^rpfniywUrhao0+CqDiK;JQ=c6HEN2+kUd4PF9CabO7cqfGEVhMo#s
zWh2RwZ$oRJjb|EVr}D4wdLu}>5h+2gNG{3N*67>1C(uJu8AB}E<c5X^7_@;#`)QAZ
zHfknGY%kB}r*e}?b4iNH2|_jekxS3Fq&WYp_Ch>R(B%K4PXAZ2j)>-7OyxGK$nqU!
z7Cc}}Maj+&3Yu<n7wp<?!qh^ii6mvHY40PkXUEAs`BZ#p0qrNcJKJ%SB8Cc+N~K$m
z*rb~$9%M?Xl$H`1%0yO`isafK4M!B=aOHu}l=gyIRZT2F)$14Asq@Ru7<PcwS{=8E
ziA7?jnNFT>Cg>l4z!YzjD3WZXmL*L^+l5BKc?NMjfVis5166DOP@g)~tZsAb4BVUE
zqAp><$6d}O-K((1(_G@RP^=_zFd=_QWv#B2Bv2fneQQB^N@7ldr8zpzR>rE1JyAkF
z<s^rSjgPHfcGv`#9-Yz~_FOc|$Vp_gG0P13K^$qF&V$TrZR_yJm)8216{?dfIL+Yp
z(aY)Q62G?LZv$%X<y9ex!-Oj7-y&V!&LpXZs9Y6MHu4Og(|L~_pXdP~iYJMrQbBNZ
ztVL;BMXEF&q`U*6Bq!9qeo{7L8ljdAdq~hUp#}teZ@(Pde4G~pLyG5GiJxhd$^KC7
zM^Fu-=HH6u$=Tua=|vDEVR*)M^20**P}LR76EWnT3-I>zzMrCs#v&g6P!*Gh>zdtm
zxt^7BV;#c={?20;35480J5}{{Iy%9(T%(6UtJf7mA?a$bEfXvVN1tv>;iB1#y!AdE
zlOEBXI^eSp2=Pk?_SOZrJo$-I%eE!{&Y<dK#LdOuDXzRmg+V}WF}NB42VS(>o*gu~
zR$(3HcwB5)zAiyn;LGbZ<Nn!XIUm%k6nAfeJD!*CUNI04?lKlcD`=mM`hVru42lhH
z(MLVew>0(`;qrd~fez_6pXPsn6GDjifK>^PdUd+_$wWm?a5b#eo<iTNYq*~j7s-C(
z#?h~{8cTo}o2rkQ#k(UfuQtY#0B|kM4e9zZJ(V$$O>1|8IIbmQ<)8fdRf9%kTV5Q;
z^@RzsmD+`??YGWrJ}{2x({1w%ss3h6{+#7tqRjJHnx(~*!9IrzZ!IW<4Ac?yj<pm}
z%Td%2;(M6I$)!&?hC>gc1)IzGs-uIh(=RGo+MjQtT9I^9dhJPv<GP8w>PhVy*g*Wy
z@XHeMm7uMM*)0OVnE=L76%`9vUO$zBJp6JtyM&WJ_SkUwEVE0%AUGjqp#TWe0;mJ0
zA;QV4I?SLH*swu^lH7$15sHVc4(C9$4Sk^YNGOG}T$n-=vIrB&Vocn0`6jQhxE4P+
z#jIb}VW8tr6QTO-lk|Oa1)HjDh%A!XFRtPBR8ht$&847GdbgT4aKl1CBv=5X4ocH&
zG%t`CVurDr2N_#$**z({pXRvejyYgp%9!dkO$+oe3ha0O14J8ZdTN>+Gw-KVGqmNC
z;bH%2=Tvie0l{ThAiE{t5_4sU!kc&&NR1wU#20ID9?~6w$xg=-5c!N#HINZJF}Jxr
z1S^=mL&vf?r81LgnPemmff5krijiV76K#GPy83j-imcEsIeWIGnn+Mkrc0Upg%Y@2
z5<!)ch%@6*%q?X?w*gYC5XF~SU<Ys;>Tr>M+=|%Ll+KuKh_(89`am6-XB7;1dW05d
zo&s^Wq0#Jh2gib{iVsqf;&xM@ld!0uY@p)o@7_$~P8je;`wxhn-J-zxL=|$XonWA{
zj{7WdN}g?W#u_g*HT8B<NpCe32PFU;#moc;)B-VF6`&XDP$IDJ0VKm2R3Gklh+yas
zpOJ)=1AM&TLKjgJ)&Xw9Bj7yP<Hn-}B~7XO8n=U04SZmV8$e*S3SdOuPcv5Nz;o|D
zzjV#$B#e>#Mh-Y5U$UAYW*sC-tnz#Dan(*(zq|_v$QvV0KTB;pi2ZQ?k#1kuuk8MY
zFsugn?4VjF1|=v}h)_GPFu2V-iHhhLIK#gz>9>0Bne;z!24s{j5vvpW^QWYGy!P*t
zjVQ+Wa`eD|E>g<>y9I>TLsnBUMd`_T^Ltle<}{`kyw{Q2L5$GyZI~s@BtLSy4Co<(
zClLL`<wW4kn3LqP<Km+`^d5@^Q<_jF<h9%IYcSKqkqT=Q`8My{uH64#8loXmLcQBx
zlDA?p%280n-#`HTpJA5g@DT}r!eR-CM(C{1KTFLlSP6<wynLwsrKTSI8aW(1?{+hX
z+|w=8%djT+^tYbh0<B1wGQ32|#8-svO43q(bSW3sCs4h=SfHoYzq&O9GW|!3YxeJ~
z#>xV4uOy%!AHDA(`mD${nTS=WoXgZ!OGtRZ<=FI#pHVq%f&f^|79umDa8M%6KrY~*
z!6O0>CrBR$97wX^r`-C;X!Bd^W&*UA*Yn+96VFf0`J=+$%@GwE|9U*W%a&nrlXv+-
zL@Hw9{}v2D$d^kkLCRNaIJPzjMBQrlUKlJ65Vpm_!>Jwj*Y|G1=NpN{->2h+yib_r
z&a%NKDzk}#_x;gbgoXXl=?)GH$Dd`k0B)%|1x#*_`^%u8q+DNCQE$nfD^7V~GNa~s
zZ||?7f#`zK@dh=sIwrk0&)&~{-#EQ45;xF3KCY9B>!0$#FA*i5eZ~FVXA`u0BJS^^
zxDa~tmXOB@1gIo`zlpTQN)qPd98_U$2fePgr^oJCE$}pNZQ1{|CHw`ZvZf5|>2$pI
z_vf$7rpb-yj33FNSTD4hW$$z)<N4x?VK_e8c8JB9<~zv5qF#vTAazIPejQ)3vW1&@
zbBG$S(hO+<hhN>B&~xoAb<P$6RaL-A)h&j95@kOkwrp^NR0}V2BlgU}#qa1{%I*X`
zF4q$;>PST2(nm(_4ymIoLF%7=6{`OO1hkXOTCNwR&B#g)U0J8NYK4wd7AHCZjMiO_
zMt=#};DK6sw>~<*<!(|a9-6~cLfwk+=?0hv=3y0plz^5Ca)vwV;>hv~{49P)BRfQH
z>44!bUWsI<oy>>@-yba^toUHthD0{Ms?p5pgs<_UJ~BMkW86V*0e}Ps0ijzWo5s&~
zEx$f@w_Y!1Pv_1OQU-`SIUt7KpDzFX`nFU3+VC5~e|AbJ)|t(595<Aq2|}dH`qDYA
z4p{{vb#ICE|M%EA#})6N_)JYJuK9>o^co&o$ge8b7I+FquJ*_IA;=E#AT|0tr2BZk
zXOpipc9r_D43?Q}5XC4L6+Gmf^<Y-zv4=ffhMP^O=?guZHpx)Ls?xii#1N1s(k{$s
z;!&H}Ffvz`pZG(d(e-@iln)3GcMsy>J~|I{gY>1vz*L1{Qi2HOM4Bj15;Dbh8*tzC
zn=nqPVoGr;p4#&0`R6lbmCL_2Wi+2v_SMlg{%9QS+%<Who_&3of0%qAc$f})HF*$?
zRY~N`waao~*%6G29PQ=*6E1b9RN3oX;fBXRdsqBE*N(`e?I$j+7@SFma`W{h;a%Ys
zW*#58)#`zcMdbHgcwqm<&UG)cw!w^A{-3oL_tnh+8=j&?qld)z4s<?7Egq*>Q^wn^
z-|jVWW7V>7Elghs>bKrEuh|CA-XAXoOUV)MGyHB0zabhC5G>?dFZ!u`d-=1QW6KYh
z>52@Dbcgiqq&vX}Ub?v1^Oi+hG9H5NF)KNA8sA1(d7(v&{URZ-vU<Z-*#^5Wv0Yia
zoX2f-8e^o!z4!OlkZ47ISv(+dO;mRdtoxl`fyzd`03-Ke5&^R@=OL5J{Atz}y<8fC
z%{W?Sin69oFCYB&E&L|UKKjC$!_wK|;;@}?Ys2*yE}OGA$-0#Ze73|ggIHZN?s0j_
z`hGHCrM$Te=8J<X=`w}>nSOHJH9s@|2A-nGClsAnuq2k`_p^$AVsZ2&@%LlXM;ngb
z<}+(p^gXVKahNp@K7vNFXPXIDLYr<n=wbVz2p9ePn|a%eosp=N1hE{=&1D~~%A1?z
zj98o6DBKeE$FLK2_pS5kz2#EDFL)O;Cjn3dF-LA2gx$^;JKbDxjeip)VIqPPh(?g6
zJJ?{^X1@(Zh=09QuweHgSUO4_k7pdp<v`MiZ1Ew$NA);l{r?Di%b+;AFidoCcX!ti
z+}&LVm*DO$!6mpexVr>*3ob!|hY9Ww++Dt%?C!m_d;i=YU0u^t)zvlU%<1z!?;|g#
zr1TvW`aW5DH$sJV<I4~6+|$<PUou9Hef%L;a7fxdM=!u%k&C?_&&&^t_-A++#IdYu
z4Pd>_r&kJaJ*J;bvn64FqkVWpb6m9*_{$>h6cBnY{Q2C#i?h7Ka)(ob61Pr&kc7;L
zWF;<vRBlE;Kt}x=BU04X_pkS5PQGdcOH}d-IZ~M7(=y%bevafLW0^!N6-#!Ms1=CR
zEQ{vUZ|LR>VQU;~LYC(S&gF4Ki{AeMes2K~xL0=vpt&hwT-fUL2uMwzCV?sHF<kOw
zziVOBv8VC%VCH4My)I*P)PE6?goY$>F5#=ADC%SqD27mm&1|o`bKF{d^IdiJQ{akr
ztQc)2*?e?z>X$erN85Xj&HU#gvuqFzBS5DBcY)IBL?UG~zZY$O<#px!*&m)d!>|pu
z7bVEymfd;;n|~ic`yr{3$J>?vN4mzn?T2e6gI|b5WZ#&0I70k1>o1M4opj2WCokM9
zr`J_|96j6!d>r+%5Fmgm>qIKm0<{l*2dRy*Hh-vBNVMHRh*oE2ki9ECIz6v;QbnWu
zJdH_-8Cd=;g0WgUQp?e^4I-$oa4i2;ET!(u-9%nkFz?O{5^ehnu9F?XZ~p$rGz7)0
z9zO=trpxPckz+~BfiPZ1WbwJAPDg??JOb0d*tC3`U%H&my|J6fUNUT<Oyj3ws)Q!z
zNbevelLFE&5Jaa2MOR9njYzC0>A0*Y;o>n`MV&a<^40iJi#F9K&&YC6EKdQ4*d|+#
zBBo9~99VjSmEym7Lr;&ACtsKer&r9P4kYZP3OA`pnQdByq;W$*wa?k2<TklPWhch}
z=z6(7BHk2GrB_6T(S^NtK{>amzD*#he#sg36lX`^q&|FuUia3aTo_s8f|>zbC0lw4
z*Z1DX070J>8Lg2iLw8r5uKiPp6M$M!Jw5k)J_IWb9S2~ySaxjx4)?d8`vZ3(d`^4W
zyTFLHnpFzQgDwZ3w^G01C3NCxxt@))3zTkeUT$3r_#$Y5P?#9OSt5h7gK8$9M)IKW
zLVpt3er?^Au3r@$*Y0oK7&Ba6aez<h=T%FE6G;(vS$TJKwB+?~4NJj7vZpe+bJSz}
zHWqu%<sQ>`yctoQh|tdP=3Fys`q|p29Px=jac2t?oW72^H>f#|db(Ofpp_OA{C4u$
z)(S@HmYj(BuR!xJQtU0q?R^2QVu<rif)TjYKmAWA)PqFO8m3#_QSs5UJd~=VNUWiD
zcxgZfmpEU4N86!NHBzq&v(gWXI%HpaNxuP8Ym{%QW3q5r<@vm+F9g_mTMA4VL^|FJ
z`AcItlqG~kqUu{Nm9nbcvBg=N^^v~ZSTjgMts|g|Ht)vrd;-#;^kBlz7_B#=N^BJ}
zTH%vWhl?mwWOR+_I{;eZLQwE~QhKmj<ZQe>S_un&^&b=RvM;%kw3^skz5|hZ98ovE
z$DNZED%mCJ>UF}W`mE9okZzye`#xracmD&d9Gy)We%m|!zT3-n;pI8mU6Z`!qt(V4
z&V*#KX(~UhKrH5eoIP??KscBlxr3a-@-stua+FysB02d~0SJP|)Z@%(jbHJhl>S(}
zuEl{W8sX@Ux${+yRp4T75<G6P(wxjxqe9LVZ~#uKa~9LqhG{zh9D`FER;gY!uY+y*
z+iA`U&sO5KxAX86b83ZRe-xYDTFZ~{*9VL+7koz@pohj&37rra96dOw8L7Z#KUmzU
zdL8?;o*#c^;vgd6{Vic={+`etI`{gi`<LHJ4{LI?m(PcnVw>48T4aTa;>@P^sorWE
z(XjWCEw7pxuNj`Py;eX6hQzm0oVdX9S|Xl=nL1r5!p}Ye2|ix$6_Ab-Z(l(R#RJ-d
z=lDp@gseBgxafRiPDG6t?zmR>1;x&4>qEj9CJEptj##@{S>+Y(IK0xfk`GtrQ|9mX
z4BEe!RI9&NXLbGN;lUx`4S2rA)#Y?NZb8oEG+$B#wL#X2RHZbm>0AzbE_x=VYz`R*
zgIl~h=`J9sL@|bsHg8<BR$3`DsZuoQ2l+$r{LD~slQ%h0@oTO3+$s;@R>e7sx-CXS
zOckpEYAh~spblA~c1Y@D|Kvu=IsN=Oy=aAytu_ZMVStcPpeivax>6w`u5hdWwuWDU
zqZ?Wh03RY=GWh<{&q>YMCa_k?2Hsf^Slw$pQn;N9{1CO91Ue&q1pM&d{Y}TRT3%sP
zR@Ebzl?>Ilc0(~kT~U?`ECz8x5oLG+HoDWMoK#AyuRf4LiqfN%%u?9$=5=JfKG%U4
zx@gh8r+eeonx=ZRUD$JqEXk)D0KEE<RJ~`k$g%6D-&*qJAXUq9CIk*|8k5htgPWA!
zYh^eU)r&xs1Z-wkf1+IEaxFUNtC{8Xl|h}Rh60DfhR1sqbL4^Uk`|)UR>h=h9cr-a
z4*14Y-14B447_!DT0Evdwe17;f#CQV3|ZPKarw(+<irEngYi#)1WY$9^oQ)GpYxkX
ze_D2;V=HZqYxaMpDKWbnT@YyWIM})JogN$WODlVA(=$4EF@+DHbbUns6ueW-JQF4p
zLV@-lfaV$DtQCP7Yg-h}C3sSx0!mRmA{Eh9#CCWNYk>(O8g_s8{5!-WE)Em&t%6hj
zviEt`m{<Rfb?|PjQVM&N+hqz2GE@y8LLthPpu|SVg2f5A3}UZU$SV6x$84T@d2~Y-
zO#c^`N2IrmEmcxsQ8mcthFV}1ZYy&fd_bau#C@RE?Ah5jTi*LX_cEGe`uOL$%G(Fi
z3kw{a=xu1EoVxQCFPZpYV&HHShn3Pn``3IE@EThKsfC&-t;H{;At7O?L|NP{SlHB-
za=6MrA@QT%keoz37bV)Bhl@fIXa=#+m=H94JuzvG<qt*o)j?S0<8{SN=7`Q$v}odc
zTUl2!#xy`AR`l*(LrOBaqXSIw19*9GVnE3T_;Rk8QCI5dxs^zJ3ZlNkgKD34r%fdH
zL+z9QK7{+tp;Zr}LEsGI?yuKyNVF*U>X34sc&A~d#P#*QmAxndWu#G3Vg{BpUS7l=
zOML8MuE}8tQ?|(*Gs@rTsK3V~CVGQZq_Pf6;`Y83^T3`YlV0@jhGcDUt}Nsz5F*{9
ze;UD8)o@}vf7lWWrNum}IXGQjy$fXuGWD>nvS@3jAH<G;s{6nkN=0fi>yggTlbPwA
zhm?QuwvY<pUqR0D8Qye8*1he#{7sTp-PNb9*SrgGBJxp(4|!^pL<p)PL4*i_NaAmf
z=7cr0wVIt;I)9A!-$!Rsk8RN$9FL9b^{RWbT}5J5v5I^>#@z^a1B@OHv%Goq`{3&7
zw@zq?Y-Iga>p5ZBd@AWy`U8I@rq<BSOQ-Y~t!)cT?;8qiqYw#*3rYblh!kx4`TGq)
z%NnpCm})Lgd{k^9#sCwGds`oaB)J^Y7a@Syc%HUaBkwI#?)bfLgkBgT_<1;mL!MW}
z$GKzW{o2~HKKC#8=c&`ZnNOB9vVv=sM{vBaNgLxU4u`U;GLkybTH=C!TN<b9^Y-j9
zir+SpsP=-RX4n)80Fw>DorX6znCkTdFn^@58|yxwPSU|f(F||Bb;NNi0A637OOWNe
z?oXHJ{-p6!?|#&?%<j$;9hYXrc!+n>bO)~gYo%ylV<K8$CXfCIO5uvKArtY>odt0?
z)gSGO*v^Yy2=m8{RnD?pC?nCf1nDflQ^|QoQDBfnMMk>5h`dot=3-wu_<miW!ZpPy
z6Q;a$DO|=wJ<9dCdU?BSRe;qfXW$vj@e&aj*WC%AxX=o#320<?z)pY6<*sqtlqAYy
zwyI#kasJDs0MGqFHl+JSpVe~&MoG17Iy(y*zvuvaMTfQM1n#xyPX<Cwc8zH{K9b5$
zDk>&Gx-C&;CORA8rYE@=RDF<xwn8Iq^v*uiX(3(A*mcB?RvH5y`tsjOd2~GXJ`Gc$
zYLNqiIo|6rT|vu<H2S(PC5LsI_$}_`RfoV<;(`LKoLwWe7d5Qxm8zPIe8qH1z@RuL
z0hhSEKDyWrR0wZ8suD@Jz-ttoViN3Fcu({+A^q3iOtekHb++=lv`|wJIRo`67B937
z$ZDA7{NR6*xJwZKm$lhHfaL!<=s{fwne}p08I22JN+(GD>|zpcCGwPI*fe^RS~9c*
z=!TlXK3q<QJLo#*`K$*6WZuDs!#kfV+Jl@0?r*~K&+4B0csq>hFdG(j(>=SSyC#9a
z4D3SzdDRHCg;f9wx-1v)dWCB#22wDTqnP#{|6*AQU5f0<dtb|JwP$Xk)Uyrzy7?G6
zf*&5}8^5gbH!hmP0tX&7A3nzj{igjT9zCq>Z~;fLoQ{rJf{T_hU$Hz@j{t3@n#L6+
z18jfgD4C4+FH1&9IaP7kv7CVsD90&<?mwb+pYCZtt0Zb!>b%Xy((zDUJ?HomwJ+`H
z8K9D_AmbU%2oMWYy~Wnf3Sv^EQjk|lRqy)t6N-ACLQmSrW6tnPKzextyhW#Bgv0z^
z>SC-s#?9I|h*yyN1(gOLWUZjpx2VA@p-7M5bB+ZP@Nwf{bCO;CWrDhkJIg7L2h3UV
zPczu}L5um3Eu9<b9fOV#Eqp$Fv>Ac<IiR-!b>_!gMn9~8tx+3p9kOJoc{*)b_!1^6
zAGn)N_v@9T-y3?rn?!`VtF%0D0@kJOgB;`V>L;@xi%c|wQkvi@gPyRqJMkC|MLaec
zl@z--s$hqzhMg(LahVh)`5#P2d_3zFRk*D$gf0#evZ(?;FQ^x($K-@$zc1&pBkt6b
z!*&spV<Y*vGcpabIvZ`wG)fG^77*|37ESV#W6S@DDXOG3e!1=azw!No{|nzI{Qt%G
zJK6r>`^vl~XZrJpee4gVZ-?gu*B9Xb09EGylv8z0d{;-6ChmXI7NWWqo%kMKu3|hR
z%Q{KNPqr96Eg3xh5x%%eOTd2OEd`h2SzA6AbY9C)0|`mOPfMHL#`yzy1W~vG#PS4L
z_F(ks=eL3(Il-<9q6P^VKL@7esm@#OIy+|O<GHi8zn-ok=KhOj{q&Y~{A@3<iA{>F
zU3Bs)YlF1&W=Ldgz^o9Lfe}=0s#KXVBB1rVQBw${G}H2)JCITh^QVlvhia;!%XA1y
z^ELmE2R`}b3@<80BuBiH9d7HPR+x(}KdwAf(heP+rZdT-f(f;>mk~vnYaXis^ED20
zb1@BP{GkeMGSswmIll&~g4SFS0D)OP#tof!*cQ~qjXernz>TP5QqIx0qAVBC!akK(
zM__4<sHO^A#M@-JmA)15`n{~7QipxR-Cp!aZWPd}JorR|Fi1z;gUxx$Y*ooUai74N
zkuUx&=meM#^Et<HeF_$iQi(QNSuM$qY1}MIUfWp)YK@6rD>=kD8)+h6It++g1VX{>
zWEI$CO5D|J9VPBgpU%ua_^Cvnqlw3>;5;)qmG5_m`$3m)ftM{F73fj{Zt<jiO7M!@
zU!M@XBA2%x%>hubVX)r+J^O@LF<NEy8(0OZqGiEcq^(82>#AO2aSEt`WyD5gfE&#d
z=J;x*rCBbvfO`{@-0Yrx4EIYg5%?VS+B=%s-U(NlarGb|2J`(K$>5lw*?yn)gBD|$
zhnJ00Go6l=t9))}knAM3L?w{BCgzj!s^0{%<RGy-RURV;EarBk?TBHgrPaoUgAa)V
zowdWL?3Qpt;g=OQ9#*Ymd(J~D;2}*Hr@_LM<Y=rGBHf^CfZz}UzF=b1;+sXITN29q
zF$4B+`C&CE{x^1N^6f$SjAbsJraEcJN=C9?I^gY__&3}t+$wuS^A{4sK&Q?GDRK<A
zCfEbPIuTj?R8NLAaE3znle?3j(9O39{Nn|DF2o<rqJNXZ#tOm%g&!#@hkY{$vDf?9
zih}(fF-Sz|{sGLm6RbRaSAQcuv2M+-f2hso0aBgn&P@e2!R<X6V0r4Cf9o?TwrY+?
z<VduT`y#l`G-mr>SKxog2r?>&QAC*-il2?>9UqS;zOzu9Z6ic|?g!yIY*dc<+GUtl
zz<M0-{r=NY*BVls-`3xwMuu`(YT^UgD?~*t<0DZd{_w|@p+xYgtD7H>-1|$FA^<o&
zU6iy`Ie(Fm?}$_+qy~m|eEawciCVT*&RG5rfJmK)=%yICd1+D$MVlK54h&%N+1y3U
zg$Z)K3VZwr+Otgw@wgOgV2i+#gc5|bBys6J`V0F01Jo)G^ou2Zcd-DVxj^XHY*4n;
zNmQ(!fl%Pt`ENgsM8=hZdJEH5Y5#4bqUhLm?hjy9TrhNFQepJg_KyBK9TvgQ`Le%D
zqr!(4#h8ZSQT+@QlMG6hx_MlI(Xi=Nn`k{oMI>;$zOU?UpL=4&q0P6@e?tFJ27&%D
z-WGQ*kzLON&CI#003*jPSQjyr86M`Imo)v~t1-RJO8Z_eFJq`XecGGMkx6JVJ@5~P
zKCefoLvJ#Gm#L$Q@_C=oOm5fYnb|{J>Y~18K!#;n`rk`*KpLB$@LzWU*%h#_#tU<R
zg2+uyj@hU`+V$_fibDYT4i+6DGXU|jKa5&<?EOm!EJYgsR$4*wZLy2-UqXAmg5c=_
z;{s&Vtnifn#;3Jjw|U9Y?f@#PNg8nzpql1eWbz*t*|GH>>nV^4^Ce~PsyV?Df+IBC
zy^OeVh9{wXq@d#NzwSGV#KM>d1Uiap=$qXF1YZ9G<QeG^KL=dmW$+y}B=OTYQM(Is
zb08cQc4_Fjz9xaR4V+)eAU2`qFAK9jUu>&db3=kPPH)0GWch0x#G%F_A<48!IibP$
z2mV{&G0qzKP9fXCV8)78=S`ZsXNa<wNe?;4w9@sXk7l|1II9ndxx!#jTr-R)yUS!^
z#M5iarzO$bd*6aggNhb&=IuF<ZTe=>zN_eQwEL7Z?q{CG*_}4h_cU6#_426v*{){;
z;jKj1Hf`9I=v*cR^Wcc}rzY30K}~lV9cY={j7*e$p^<$@_eH(#1@zlF0Wv7m@-t9W
z5`0IO!C7X6<g?HLNk%=FRt5QAFutr$^s*KF_C%J67CP@=Jl?);(9+~uTYkCSdhV$3
z%?)9$#^VT#ZHB|dU4<&oRXZT{z!|KN2d1h^@$*t$en0LxopT_z;R2CH21F%9dG{_C
z*Te6P1Yoe4&mY$uYGQutE*IiGzFPN{^)?#$B@aXi`*n0&KOa+F&PdDUFbgqStrO6!
z1lEjz{sUm67wU+}K5#@wvo~{3%ha=QauDph_|43<>rwZ{#&|4d(?W}3@>1UP&#*`{
zx}|ZN9&kBeU@%EzCJIFBG5?!n|7KDPfOZzWyRb71k+PW^lk)nRO)(G@^qYL?WBg<J
z%EUo*ibGpdcYZoeEn)i}8Q3^OGl=@^;lLjIZ2FCkYat9`?95bEq0cNiNx*9~d+BlJ
z_VD~*^)T{a6X^zqx4_njE6I^gWZOaRu7)Amnf6pro~#j;&8NcwhDrXGGs=ce?UO&Z
ztC+^1$O~Q;L3yxyRe9BXWqy?}dPq7OCdyY(kElo^A2^&TU@xE>oLuPYbf%-%ny^eR
zi)r<er}iRK)Z{hxBwDcX+gj`>Qb{^CvH8#(<cx%AHxvxDhOxzu)Li8zx{v&|%4)mG
zLLZb6&H2W)0h`0>>SF1QvH;K5%%4;O_EMG|8PP((iiGX@<I@c_YL??jVRmX4<fIcr
zVFdT0uQ0BmQ(~oTjb4_j#80*s<p!z0447v|B$peHDPewWZN03Dng%8YZ4}IYEajod
zjP#Pkz?m=5QJY}9p4*pc?q%UqYZh3EGRd(9%1T#fFfo@`d;VT1uW^j|KE=+k<!j8E
zCm~X!zdXAM+ttI{EoMkEK1J5E^0{&)zcg;e-vYr9CSg#En}hJ{8TW~%zkIR;;G$D1
zYuoIc>X(}x&dD46pP_T*&!jpSn3H#(T1E2}ZTyn#;-fjZDBDNNFvY2yxjx;-rI}T<
z!<<ZiaA;_Uv{c1$eVAmdc@Ai4)fl92eozauuD3ltaroB8rb>80Z*$oP@!kpZj_nLU
zFVGAt-#m_%hW*aTjOpuzHFAGl_WcdrJf1(e6<AoXcG_xLb&9O0ru!yy5%?->_ue#Z
zDEVdLXl7<>hHc^3Cw1zLBe1GO`^(^+gdHYa=|<Jj!K|h+y{!2=g-w?aIngLRy=70^
zfUC+%pTSFi#gi0Xj&wR6nK<!ZqJp>kmV%yVgs6(@PZ_`3A%Cl&y4xfL*L)>vy=f`l
zoV5Y}kETK13sR#HsGrx1QA7*;hF?~b3FCPb*`g2{lhMUP(0frsw;VHD`Q<1KP+RNt
zQ;VQOc`fE2NX}ba{?MvPFToWZN;WK?pWX=iDMft;70mu9QaamrsJi6~YTD%Y$Ax2(
z{Jp_~vJ$Qr@^$6xQ1A#xWr>+MKI{F8IFa{f_CZF*7lPGav5eqq<22KWO<RgQsDmm%
z_RO4T!W|=dW~2X5>fp>gKq!1$8jGc_mln%+hToPUXIm!BBXsx@bf2u>9&b&Z+(k)l
zV`DzNH_3@*Tuuc9VKf*#I}jVmtcxwfzT(>>xR-O%&yYR8pQc*?w>aR=^b0fA+I}v|
z?`Mrv7}OpWOryQ;6?|x{Hf5VJ8RwApi#+yquZ;=7^MLR=G^dkEKXh813AreJ{Vl3H
zSTdcw?Q1W@Y4y;M-nKv<5A}A@{L>V#I!>&@0x$Fe6&xb5!y7aEZ$F&9EEb!f)A9ru
zdZm2Re6A@7_w~+3j`S1&k9n_WYo{mk6IY)%ec?@!g!}no&-1wY2m9w~+rbD_!uZ+I
zs!}zNtX>qXxlfUTeMvF1ke;m%ON#ly{egea<?(H2#D2LFEOrSBzJu{w-CJT)x$bg_
zzQzU;oT4bLQOd5P;|IsItCmWU0u~HMR^qkCZ0tO^iZ;!e)P(}WCH1=ibe?zY<bkq0
zC4q<ni$&_|mxs{-@}ItHczbNNM*87bg{Y>UJb3AUGMG%%)L7m(frmt#n!Ju}TEA5&
zsS66!jgA*_=_VyJ%F3=A+Spc4S8P_oLpW6V9|}iW39WETx*hpYm6vA6IC^E=51Dh(
z2ic!BaWtZ}e{n7~(<aUo$mePUyR=%{aLR+RD4c>j_}VbqZOEoanqF#paaP6<bTvQ9
zu2`y1aF^Wa8H@QVxK^e)uTkAA<RJ#@YAUkn%rdyG-sw0efuH^w&e3n(l_pyAVLLb$
zOqtn3C9GkT7`dU_!u?UnTFtE;F)s?$IJDg{IDg5Vx%afc4|aN|a=e&S_ac_a`cbEy
zCI?RrsN}$FlIf^a5`k=~;%j72DP2VRV&6;pTep(>mV1?AuXF+CSz!2AxZ+v^#w$N<
z_$0hNs|kpWo@R6fForAb+Y&;)-0=5o-fRrkivEu8GThx5X_T;$#2B9>`wcN7WZN9k
zOFn}7^<K(XR3{wKM;(pm2hI*>OIscwIcT;H#AuE(U*?$2o4ks|aAIp^?+tz<v9d2m
zHq}`KWVb!^&98NybiS9z1To+kr5f$}Fg5$+swN0fr_(EQ=9+b7ZPJb6dyz@pn3YLu
zAspOCNh^WV5Ptj!xL*~ZUZW&{{|j4SjUakapRNdNd(<$qRrsakHyQECp{={fPvQb~
z^?BAN@#eJ8!`1b2D!uPB7L}%*f<VwGN<~a~-K99={{Rhr$OCe&lYWCcW|txpoubeo
zAZB+-E6PJAiWu3|z86DTVm;X@Lk-p(eMLoJL|JINI(+x$+i*d^WKA|MP@B_!q{~jp
z#9aVz`73Mvj3#r>_vR#asodN1CoP@OckzP`A(X~2Y*=(t*PW@X4kVxj;i`5vl}(F+
zW<D3k!KIDu@9IT9%shG)EJjTA(2Hp=k7t<bSeVuk2DmEnpP0Y|iVvFUn>!2NAzSgu
z;f-gqQW}!#t0S-vbW`WFe_*yrW?sII17bNM66%ZNs+VXV$GmF}-e)_3FI0(zyn$oa
z;X{9MwKCK+XDd~8dc9ETqm>j%O?2l!(1Hn<*dab;qDnB+1()L~SNknbPW+NMri5sM
z=>8t&JPGyrylctNfv6UCR_sa`l_f;8k(u$+pcenPZ&Am)yPPaGQ`h*{Q{&Y2#g|j3
zr^omUgcyin>TeKne$_K#dkD&p_n>60#y#lwYczySzvv4fL=V^X^hU!K@yHAa9zhfh
z%Hfb#T0gJUe33OlmEal_ggTvC-i6*rXRg%eTUO(M$=<s~@k*9}ncb@E?d98K8C9SJ
zMS^btqn(qi3!IJr0U~TJF0>V~mG185IE3tQ7$kNevFe%h;Dd=0De*+=z#sa!`dX`B
zucBZL9w5*4IppbSBu4^2bT~5#Rs)x;;mX<gb%==t>gM_7-mWM*bifbdzo3%*HPCOp
z(4d!I`u=eQzSZu?Q$qrSQOKB3N^iggbvm@@jW%>k@J3onQQ~+9J&YxmGf{5quU8}}
z<wXnvCu52W#K=Iw+7m;pY%s^DfrfI{%UDES;}`Qdh;H}yN0^|LS~Wy*!GVxdhjR*A
zb;!M0^>dxf%CM?90G-whJ;Q2Z<WSh+Qhx?vB?7Dw|9U<BN#c791cV_{_4`sLc6!}H
zHfu2$@SZyi+{!--`ks(+mVBkQBRc*AsI_En%*haC{(Rkuz_P%BfaKm9J2<<sJ^Bv|
zD1PVnF+W{b{V<FVBdd8oTcab)yd2-ee1`W;!47<b<i}&mNOd^M8VSDHOh?;?hua7R
zCI6*1IOY>s7wSx#lQD{1CN2x#n_)>tJZ+W0+?E*~E86Fo+GmOFK3Fq>xf2obUCw4{
z-;$bpajB4{GVp5q;l2pc6go)eTU4dzO!4gqHLIYiD}5br0O<gEX#zdH-$mxrb6E&l
z-sO%?L0UkP6tcj85-f|QjH^`={N-c>DeGut7`@E<9XNs0D>6T*Q9drKuJ%&v{Y{c5
zKmAORTBAErg8-N6bs5<w11M7jM#ic77JUg0T9LQhyO3!>kRz;x<nLK<LOhQqZvMs#
z#w3pDzCI0K71|Qc>BLTjYukXRj|jzh-6}_go72|v?jbdoYFE_2AWiME`n1w|ml(z8
zAPPj}F>t&>ZlGHCFu0Ev2bcTh9Tj)P#u=MyDk1%2`OyW9`xG4~t@PA^AeeBp#>K>^
z2YeG5Q$AL=)ISVXT1A#p=rwF0yeLrO{ubrtZ&zkina&$<474oeo`^$K)chsW&<F!m
zXbc>^O119$KyXQ_T=YJEBl!j@)~k~Qe3C3*pi@5JMahHvQ`HT0bPu=Il3=IPkKg2*
zi+P$}>$MTx7)L8nrI4de)tmE9%MhRLnt~B<9se8#L}?cHp_=I#&FU;ISHaCLysa6j
z#vuwT*9@Cf=cCfZa1-R8mS}Zs^SWW8tuJv?#G-;X&kN5hUjbl_D(a}i)f=CaiuUz+
z(-~^$3g_MG9IG@>W$Y_Sx`%E^imT=dba5n<`c8B{y#<kt+LKEek_~sN+Vq>?;cSF7
z^}LYuL3qNAX#a9!((RCPLI0@4(f_N5@&6JF|Ig1k9t1FwpM!(e?nMJ~go@X{e8_nR
z%7u&Zr|HFqKtX>{tr`9ub_$Y29{3qw&q+2cDhM%@Gz~*!#8jE~0ux?HQvovPZtrdN
ze3jCyN$W+;9{Q6&cvDicmV~njV;04u*cGgbLkEn-7BaL4>Q~fzi@lDm0ZKZlbjwg0
zjFB^gT;jw*n3xq;3WDkIeeIeKXb9Oa0c=GMQiL~bwUneI)pp60apIJJ9^(p3cotyS
zVel&z@v}V`7%|po<ZMKkX`Xbgm>=HPhXAN5g9%?dz8y0BkS&q8w9NXFdTtkPcq`A_
z#ZgB;qZG!9lI$f&K@r1|Te?dsnLw?dWnUJ80P!sb#R+P%hc&VgT2Hdsbk-kJ<OHCO
zhfPps(J*53Ozmt0<3&}KR+s8$YS76m1k})UR&0ENfrJ|WC|H#Ng5djVr#E5y>)vQ8
zAccl19g9M>q$M6Z=V3X$VaD4hQ=-dF=$Bj=B>ll99!4BS8zf}C=?sz9auXfoi}1O|
z7WkN~w;l5N%8aj9zjQr~QSJTrt=##Q<G%gE4;kC!gD?Y+)vW!+^H%hgSCfrI&X5Qw
z2|9)MY#Vl_H8DPMRqOJ~Gd$ivWwV5Ub<}ktQB^I&xZ{!D7eL~j1PT@#1gwvO0RbhJ
zr13TQg4;)evruDdKA!mm)%@Clm8h<}D=pjnf@?azq82l}F&e10DI<0y@rKs9i;D-?
z%~_WDy*TjKhHYtn@n3Fq&OX-4y&W~Qzi0jj;Pn@JlW7(^e)1Z+-g>$H7qnDQ^&g-x
ztrU+)*|kq70e%s0M0m5_(;}HIP-azxEQI8bFabu%&d8&>&CaJi412K|=lNjr^Wc|A
zDn8~e3Qu9`*&aQ+1~I9WR>8|fS*VE<Ka5FS(U*khKf#P(aoen^*|0w#1(vV2KDRM4
z<8{2E=FrJrYm4I8@P&j?0%aseQ$1bSBgItW*t`zpI`;=VSklpyD-HEW4h4nZW%Nu7
zEY_Avd{Ie2{9Nmzg|kXS(lPQ>k2m*yuhB59X{0KZAsxagNYD>WyzN`OjgYvRm6wj;
z`KKqzF*&rMQ#ZSxDN&2cHCZJil&IC{@K&|W>dBAHR51kb%wL3~klMQJz<$X{Ke3x8
zBs|Rg!yN#me^B&JcZg8g;6|DzL5n+{4mJ7#i%^P82LOl{cE-X2ix-`Aq@tD+nJ&zO
z4}D%mDOnaXC@yeJGM!Zs2_L5tKAW4CGdew8AjFE1+p#kf*Yy%j@iiZ@GM@(k(%AVc
zss0TUI*r#JYo%BLDC=Ki2fZg>aktVOxVW{mH)@4jq*SCTb#(o-V&<x5<4NeO|1>X4
zrJnpA6^P4e4Z!ul1loWydw<hw*l>c#8OD6Uh(kcezgW!OjzyTXz~oo~9mfiH2??a0
z3Pqg*y6AxUS&kX@(d)#8d=E4p<QO269jHu+b^D>FxgvuP`J$;=D%nfHjwoiS=dOPu
z^z&?)e1(za4Xs_#RQHP_ag%l2NkB7L>aZoNKrCkWM9eowladhxoB*b%X0mN6&}nM%
zAZL|VIf^%qiW6ddqVRejEI^#-hN~OS%A$tr^|<Oar%hw1|1trlguiNX7xuFinWJNM
zIcm>&+tvCjELJ!M0C;a6vUM}m(Qw=V<iaA@56XvwQo39VvA!czX^SWrG@hha@}mcx
z^Qry@^b~(pmUlmE+}QphNFIXJ*U`f7;CX*La(G+}7#-`fcB$5Jh?A#01sgjoa>jSv
z9L!|2e#X(vF-UDJD$8_;!wgXRt2&&1orzq>Y|Ifg1xz;5(X2QS4AuNh2~Pm+z&@``
zn#C^^14q3WX^sO`p^sFa*Nn}yq*Bfp0sxgLOb0`^HM#v!kCFbwDYGDsVnwIsP!@))
zrVC3r=uLuRH?5|54c5N5=W8HQ)l4zg5m^8u3?D9&V<4jlMRjzZzr0%n?2!|Hfql-(
zN5<_Hbq~!0l_!wi<1?wlrcqhKuv&%aGinbh-ibp&wYl!@Zk`6*9}wp_Z+3Exy$?@Y
zdgP<++ZinkBMe+0fn!scryp!RDN#u>>!ofEP>2{*+%F+5WNir2i5(qPs(JD9F7Oc_
zqmJ0MwRI{_9RLA9rA6S+r=_U=!flyduOgO1Fs$fsJy!)muOO)za!^Wx)FH+1q-CU?
zC7UZ{q~F8s;J)^2fB%(Tv*XL>A>Qt-hA9vWPJQ?P^bh(6hW*b2GsNreAqt=xMwWa_
zK{1I8h4AV5=J_6u6EUsj^y=O8?B$KJTn<)@>QGb+BtjMP_dfv1%i<7X@i#!~=0^$#
zMney{0iscq0$uRUIh=yzlL6NZCO$u<iXiv*mEiNfKdsbrmGb`}XkY#DK0PNx2zz{d
zjtu~!<=tKLJ-sYboNmD4${d*tADlB$C^=l+9~Ya3A#1>5Vi<lsg40DpsIScf^yI_k
z79{N(K1)M#KMA4@W(4_vTzc%dgsvOQwY38JN*)(g*d}VH=hUYRz<^WwAo5Eh)tFQx
zFX9h3R7{`*ym<C>fSg!P6U^~ke}g9nvp-o-@)I*ZG+$Iw%<_qJ-C00yfIyJJNQx1D
z3?!d@!%!})g;XUz3!M3j1yka5QNqG=0wftWdhYCcmI){%&w+RZ8%E1OHC>zS1?qjJ
zMuIhAoDAS3XWB76wU~7=_;9^>4KNFZ9-aF0;&%HewcQ*h{<7-u<WSkIE^G|>@k{f0
ziTrO8Z6Tvr6)j8N`Y1UF=XxrQln>XsAalD@5?_?o*PXi(rR#G?6~R+DJ~dDN#oYS2
zmpe4*v_I+)z5D636*nU~h1BZ-sxtIaLjqmhy1k>vzpm8tXn_O{Eu$O5?K&JRg9U|Z
zz!05Tb#;Fq)>1!b^I1;kNisoV@QVIZ@^*9!Cgw<@y0}El5`Mv}-s7gwZy5xHEj%5*
zj-!{CRn{u5BnnSmp#JEezky$meVO2gyHWoGlsiz^SCt*!c)y$1jD0{%Alu{0IBe@%
z&%M{c@p$QYMLbcG!a*FWmVE^XS^I&IelN4t3Hadd_H^e!-}bM{g#ZPc@e}pnOft%v
zkI?J=<LjmGsA`#F44tUxY5we@PeQ&ex|6eiV$^J&RyN%oF+_RV4-;sPh#=bin}B<q
z9SQFS!hA=D#VR78k#myWV!YKQa>d?%XrcQ_2b-Lhv2C>RBY<Y54R<>(iCyGt=iFFJ
zteMt5&{`=cq^M|U)lfIs<J>x))vEsU*aGL%<9_{kM&4{k^n*LmYoEOZA?l<T3oZw2
zPXb~v7TAoK=L?opSjOMY{63?LkA*!}_@C7+mXkBzuszX594<s?W(kilSQVH3If-O{
z1-oHY_|p`kmN*r3OZ15k{cal^+CY!p%eGcDw*15tSo?YQiyvQv6_Z2QYnuM2pb+xn
z$K#63P1fIYxOmWnQTIDni?)L*$z``_uB+kGE(fzdwgVCf4gDqjwZ%h}2hMfGP?ve3
zGuXHa#1scObXnY{)u+hBMn_C@Y&zG6f<OAO(iOu(m{`+XSEWB;B0`%B$3q2Ei*y~<
z4q_GM3-UjHG|}R7Ql|V%9>dFGRZSt^hwNGPHISj`esI$=(h^|GfJI_o-5&}c0`}th
zRuP&v>FajZJuq^@MHT6ljq&0a=%jxQbMy)c+FdgvN8nMp+i;erGH625mok|>`%f>=
z*j`nBWW86glL|qPe&2U>X{$jMm7by9sg-oCtQcXSJ5U|r52~>r>0X6X{&_Q$rmL_v
zk*UFy$?7<}TYQ1k>2rU9zreLFG@`eKyhj*}d9}%)8*ZWZMY^U2RW{Zh;`ud`TGYzK
ztY8I+>C0qiHd+#-r?S;Rs1jlRN_w_c_6Eh@tvuj#Cc?Q6zgnyk))@17*djue4S_a!
zoI+n_JScqaenm6$L9IPkt+_MfB@@EdJn3^IWR8fn%*p{FwJ|q}@yq+ZG@!TSzNlze
zFpeBdavo0Q(T4yb`p2QRPRf+)&dyCv<yN-OL*Hs4s+N-%ml-ioa8t*5)|juY=^NTZ
zWO1gx9E)OU+1?wofn^<+VseaT(-{vVc5-O8Vxg|ImArgcS^8%v`HvKl>{q|-S-U45
zc%h-rF_J{}<;97rbnVDxP3?(nW_Re3k@_6ZxlCj$I_0u<Z9wgisKdj5fO$TLck;db
zs5K#;Eh&!z_8vKOG$VMXq7X909!IeApcipTzP0?8Y5H;BtarbKcWk)5X_L4vR9_F8
z?uj{L8in@Vj44qRdskvOx}Z;)ib1SqcHFJA%2Zw9G0`ds^V>LU0R@|<JvMWSCe0<2
zfYsseGxD=DvP*A*o4_Qr?-}K^Lf_cIPJx>Mr^XH)-3lp{_@o&uS83&ERzrmw*)EA0
z2`n+9+{u$a#7nv?C{3^hNp(M_O`J;SdYL$+S|}ks&=Xz?bVIqkD{aBF<hTRteIBsf
z&7)l4j{Y}jJ?%51u1*KudiYf_#_ctyW-yw|7WU!>!v%ZC8PZfTOucSj*U+6YoPZQf
z2L6xMmbiPG6N|=eZ9n%zO*^Mc8@`V4jnZ$XX;bw3$x!YTHhjOc>nc?&DtEjRlGCPg
ze?<Ka7$6z{VtzdHn3Ui7$M*APr;Y8Eb#WDq0FiPQ*38GNOlI(~{m8MM1gm%xL{jkO
za?i2W;|vE=l2d@hukGb2vv0m%NiQp;^>4r`FQOOUNJeW4X|#aP>8$eQLXRA(>+f|w
zC4*h_IR?GUU!pWQTuOSReY!8wDWr=T2D57UeNFaY$LVaWAd3qF{Fz$|ksY#|u0G*(
zK+!;mg8948@y^2am|MxHODE0XR<7Y)V%G>BLDq?2^3e2`T%|v8QHgvBGZNDjnp5B3
zT}(Y&oqh4sdS>9|Qm)&L4OrLC+W1D9@P!)1#a>)+GIZPHa(6xSYK7o6@1XZK<rg#K
z-5r&wJm^y)tDS$73kIf>|MR%kNV#`~sq-nGfPgmwP)g)|-!oBr#P>e{x~cmoYYR;~
z_LHynOl{hD>DumgWeT7O?6zO|BJydUsi=lBiqf2v5Dz-xyMDviX;y1oY(TXRc*Lia
zg()OcDultZuG%>;vS;$tK^qyFDqE{c4n4E_Bx=c5Ok-oeXSkP0RkIjz@Vc6KOpea}
z+*-wWm3~hRjDM0fcT<*CBl6c8x0+2KCZBHXE|_exQ`Gnmps=T1oykF{L%?buORtuf
z{>vaVQ-!+1vnzERB9ygLJMY|Kv%2L_v-}TWWf0F5A6Qhc?M;^GHW|zO6dZAgo2{S%
zl`i0ZZKMMPwe3q}Qm5Km#f;g{bIO0nJnbcPj<2fWS&+J&!$e;@v+P0`vAHI37FoY7
zS65eaVrrNvS?#0KsrBqU?-nGPj`vH9vN;bXCDjXqUtr&r{54xmB+lhr{+jd3*&JlW
zvyKM6qkV7BLT%iIt2sM^Ioo}9X2bl6D}yi6`E5=#Iq=htw_8JVj|i}U%XTy0(ZR>w
z^h$Pcv+Bc{0dtWTM>aR2f0-Yjyx}3`RmEQy(lZqQzV{!%-uLe0xa&w^z!izB@;`v&
z)eI4@T~3}5az$QSM46BO*Ka>$6q8fiV5yC|f&%;1d`?kN4YJtR1H|-RG+Ml!VJx;?
zd$_E2*q_h}!%9{Ojp*@n?bM4E!eI2q0Py8AoJXCRotgY;hp0NAa1uwfN6f!#H5j){
zoh(=FJ}&uD8y(>U)L{Z5L*T-g3_^Ij?k}RZBR@+}ZX`|eOp!WA6TLYy^u*#;H1fU3
z)G#BZw_tBSh<C@#>o)tf*KdA7CT2=+fufSs>;^%3VFn|ACHo0K8cuk+E;cM{PFHU)
z9cvj<&Lkc-n5d4jzAl=%dWb9@cj6&xJY`w4?Tb3Gf{Tem2enj^iVX@QoBC2O*8_6w
z%-5zTW6&yQR6=cchZ`XH9d2+qGmFpRXr6{t$!UoRDrT90>9>YG{V}}CKgN})Tw`#g
zrjH$JNwv{tO`ML+b7V?XR3bi|Xzo76QsywePL{A|Ukl7=+pkQ|Wj1PhSLtU+V66A1
z;`zx0!dq9$r?@7!+*~$;!f8Uvu7HjaPmPgi_*nyH2ow)WX*26|+3~z__<9}J)DkH2
z?Dw`ig~bP+u^1IY9?ptV$@+SCv`0pOIvfl&_463-YMt-u(a(tt1$Fr6)P_Hl8`0{5
zdkDj|-umB^{7#3X;Wcvnt8UU_k%b3h=)D=fZf3_~-e=?4iM}A&v2;9o^<4KqCdciU
zi+PTzw2e^hSKinCNu72?8FcRX_%IWX^Y3SCvZ{KGCx%1kcyyGJ9Z^6pQ3^H0ekNKz
zxySrI(E{YMBr+&4<17=$&|Zp;Rl>90*GHKNyE%_8(H{cQR^<b2ZKA?IoCxSD_Udvg
z#U_y>o!~jUCO?yH9b*k0(Q#tF*s`p@J6rHXO-)uhIll6)C-qNq+=K+P3)fBMS=-5s
zr};yu+t^$<5HZ1Jf6R6Ewf?aX#w!E3n^i^uMvX1Rw>wz@tqFt3z!LR*2jtHx%8Wbs
z_#^=f5Q)&c>Hb$zY^mnF74IOC1(?PX0*R9NgCt)fpI%#|aAB%>7mFSxaM`815V)`;
zupkI@C<-hVcNta@`40oC1r{myurEKpzMJ8IlLm2>{V3cb;xHGIUHX;865_F>V3}YY
zkYJS=;a10Yu#zP#aE36^ODJP5iLXwLsc<o+CegvqA0~`;3M7OkA;N=412@}>^o@cc
z0cM<)nKR_rs^K%xh)Wb-%osw+O+<f0X93ZF?Vz1qdbqd+$16$@M@B@1=Xa5)xic!F
zomY-8*C9d)A{HPfEa$^@8qNrIGw<`nV+lr@u1dm&{%&mvbU7{KBjGw*tiRLP*KKHs
z=MLkE!~BgvPVhvCA3qAQoj;5vq#C6)(Kxz3K#NU1JaQY~St?18_fPU^Fwx;4UK^p9
zWQc(9ya%{9x%Q?SaMdyAq`xaQk?40zYsjH3ATCY2MxWA3%a&aT_HzY=gFy;Voiuqy
zQc?Y&tq8+wNWO>x1q?c6_>J&R`JeVW7s66${+Q^8`yA#;d7Aq1<#`=*!dx-2+1rE5
zxCovSo&=1~fnS$D5nZ1I1tB)YDxmL-iy3^ijV?{OftU;*&^1&&yMMSLr&N<)PEz4<
z^3rT!Rg)xn8d8#AVS&gR=1w7%pf;i?!VqEEkFkEShNw<%L!dVeSPBc|&JK~o1_|ih
zTsBvX*b`F$<@-ttj|jAqy-<UwAq|Ks;q5ZQsc)l)D=B3s3|WahW=6N7Pry`)j6Rb*
zUKASNOBbu{Xfr(<g1cZwH;iY45BB{^0YzvJJWNmsj|K|>)%YOG7#TKIWlZ|Xs%-N=
zz}Km5LeDc`pB5<0vRu+iaR7k@l)QbOEgcc+PPRI~MQfQttyM&*Bxeo!0|2E00O;aq
z@C6)ou4BmTvA9zP;xz@uyk%{JfPIjX*u{c8)5kpBw9&Ym#J73nEPZX9m`vqNUVR0>
z2oBGwr5<SaFqJ)+b)#((OvHT;@{g~s29Y82^dm<%r`v7hETd_HHg`?}WT5PCUMO(4
zzW}sK9al<V!)m!#z6HpPHkYxc)5KLUm@oj9oP5&oVqCrS32ZyS8Z)JY8noLy&c29V
zhI<yL>0d2Vm={qSg4FOyh^dsS-5m`+eYCL99wcGnS4U?3BD*^5v_YIf#0dfXeTb%d
zo2wlf7uWA*1L4KKRIt_<6zF{lreRp)95cw+gNS=7&n_sC80P=YqWeG2kgWTs0dc|C
zM~MIT_griN3G8a#mEly+ql&)sH>DAktJ|<f95*aV3c@*=7~aWYX{ivMk-rbLJin60
zk7h8rAif>*Za6P@S33D~pFKRd3Vrlp1}Qs#th<B3AtceFhUgIPp2Z_Q6PsJrT44iU
zB*gg#oGE7b6-RteuAlJ}0v3*|;B14ZWU`T7qbLDIS|H1HO8MxgtNR~3l5=V9;hPfX
zJc@ZR<-;=6O85{D?B@~bG!HoIG&^><UM|?b3`}6vPbKPZttIZ}oT#aKL<>*`hz{vW
z8qDI}EL=U2N^yN9X;5SIfxGguRvcOr`syVo$RcHp$*J<FlSEy~7Xl@}I{FuXM;*Xs
zPo*|idk`?mD8Sk30I@G5gb-|w%1e4m+2w_sZ=NihW7BY8jTyKynJ|MGvhH=!r?7p4
zp;M96)5Fc&hd@M%*ni7t@!(OF1W*ZAilX^d%@40S&{VQKl(UDQxJRop=^TcuK_&90
zU!*gMPhtHUNM1V#1l~VkiIsnSwOR?jwQ1=eF{Jq@j4~1;Rp38lcXBkuT;6&m;J&$U
z8HFcqdmfV`aZB9$TzOYPsRnV?oZ-C{tt0$<=M0+?IvAQc?|LNmu{-E{F?I3(0g)l&
zZC@W)NZC#cNdfxO5iKn>N18Tua#f;FYwJ?9bwI#m$Do#z%}J|LmDl_;oe9}sNiP?+
z?CkT*TOMwRsv>1RQlNhB(c;u?+!DwOuO&@Qfy(2sYSpN$>zb~)oO-4l6R^p5MzOM?
z{4o~9Cp-_KubOzKq<R5|a;AV<8k9V>^endOspNcJ>3KXupbF`1cP1?aZ*Bf_=96e2
zE}fF{&7DI=N-<CUZ$7OA!p)1E&Fv|CKEFv{PGgtY#cZt2Q^bh#aM(2ElzS)XN03@V
zO(kHNI5&oy2Pnr*brY{<k*08)MK3=qWRz7ThN*MmDgwzpr}9PsT3t07{-I{1vqXCV
zN?5b>F|uLFot*nAYm7J$OXD2Ql;4b|Gh`ZN1VE4$5?u^1u6nAAZYpism&6v;qeT>k
zWh}_&frN>NcmkF92xi6E=;_9=fM=X=j8&IjdQn2k?ayM>Lz)DUnuE|arqm-4JEI9!
zwj{SIRVg?1NV7}C_-Jq^1VUiF%MAtZUHnC{o2`%yK@WkcsBqfaY|JFEwyAFcVye`N
zM(`Gr8=@Eug}~=U6?8lgAo5{0WokO_O>R+yML_C)F4_<_Xph%j3mW3<)UR60^lOIm
zG3LE`A+&MP($X>bln_6Mw;Y-n=m83~i4cJFxUmUktn{N4+Au^OBk(k?vwcC26Vdw#
zGpm#bX+lB79<p%e`xC`!wvM1sW<p>-2EN?`K)4%*Vk|CxYFRZcq-vjpoG^=IBd}}-
z9ws<hoN44cPy*=j{@e`zJOWRAjqyyiQPAr82{9T{OyM<1%l?$n2rR2&qQwM$C4ojy
zIl5rjndl@lPpA51OvWR3aeK3B5cmD!7H!22Uoioctkg*@n2C6;K6*eOTW2Q|DBK9J
z#^X!|l_{(Fyzi}=d*C;Rhm!<aQz%4hs#a8Ir2i~riHTuSDj$ZU+F}_=#Z8Y3zlcX;
ztvJm!+^UEYQgef|m&YTy*#8Q?M41Z4fwg)HhpisqfLl~nFp5d+78t;eX;$!NhKg7s
zKUvUMois;eKu0-~ODF|`<=eZ)IccvCU|4nXX+rHNUx9<@NWng1?*d6adYqps`#9qm
zRUj~>NImbhXs<CbmVb-iNU}6!V5H%<R8#l?dQ!k-xcjBPSqLd1NG*&Sk7~*<OFo_0
z@8x9>C&YBvR_}kqxQOaVofxO!60#lA+02H@KIERo<N`kok)Q+8PXyMi=GLT9Jzy#n
z*eEiKc#Qa}8zUp${{We%=twXPko+MgH0bM@N61PJ#~6kS?R4tzyQWqqM0FG#5*CBN
zB(kce8{eiJMv>g1`xNB59oiKffvxt!FcNxHb;HaEplyt4j<mk7g`(sV>3(_Q#yNF=
zxF+8bd1#J_VOjqm-jer~6Uj{@3nC6Mm#0j2VqnEb=x>0PfMrx*B~fE!WF@lM@JyB(
zLR#L`je>;&AHc$m(~m=|Z7_w>-d%?jOEpBOz~Tkfez>vj@~;i=WC=1~NykAI28!B%
z<2mBQ^50}PgKGC#DN_I=#{9+}^UPn)=g2efXJ`Qlsz1KG?`5(Y+?Z<_p%_Ko`Q4D#
z!r$;loEC$X&V6pLkKsOt!{0JQ16IwCk`j(m2O(xrT<~0R40N~fcYHA=0KLvtdbk1M
z?W(D;4dvHj7R7HOiKTm3l4VW4%rOo{s~*o!Oxt0IOun7M9#;|ds%05RN7vw50p2cj
zR=8e15f<T{6l(X3BO9>cvq#u>XAd0Pv>{553m{~Wb%HFS#<qMQp%ecCA*hVFcpkvB
zfos2uVjx$jsZh>u-sQk1gnE?qV3|Z?;W`)cH;^K7P!J55)tU&Ony2i9^zNYgQ9>y<
z8{5z3@%4k5Uy@?%{E!$oj3*3nI7`qD4E^u*E3LHTEAuUqZT2sG6ZBxy{)f6eRXuUI
z=q_@o`RvaTls5)&y@r|D;Bhb{MXtVRr@I%gjiU<IB%yL@V^rrK%~_U;l7z5TN)N(U
z4z&YB&JC)G3V(g7>HA@a#b$!_Jepp1@-L+*Mj_D4!TtJn6It6l*~Hu@_EaA57xADn
zs&4lr1g*(gN7UkU^6i&?5eIDuiKZ#yp*KY>mU)f1#jg*?kM1n+$srwOIy=GR)~#<x
zjCrb+pjFjpiH%nH;V+l|4o$ub4xcJj{QsoteFd9%YRtqTWj&4$e-Rng#KAtnE=xw~
zwD4YXw`lnCEJwO)OppeoXEka(m@upB7qYv-`VCT`O}mfvI9}wS#oSI95MDbD6cje6
zcGS_CvL2B@SV#4-BM@XGy2e1At_1#+0=$xJJzrML{|}zNGN_IBYdg3*#R~y~ySux4
zOL2F1m*DR1UP`gz6n867ptwVDcPP*|zyCAye#p$uL?%1Cd*A0==aMP=28a>}f1NaP
z|NOXYt^E*dqDC@OBD<XctGmm2Z_j4COJP8(oH$nbhbAP4_u9+Jdt(o7Wmn+(ki;{e
zMaqy@;P3nW;mX3)g^2NzNWpGbN0aS>q?)%T_}y{owAo4L$*qDxfdQBh%}0Gp`uAD3
zr;~@i@YuAPYViIiZ@0Osw7<xfz|9vu<>mayv_1;~d$S^{3cRr5A0yR*Nf^<m1hE-)
zdA9A>@sia)c@SvkWCkMQ?vDbH<J`WjqqvXg*yQAbZd_kMm#?&EQ&a@XyL}KYHv!)q
zuFBXKrKlVBqj&=Qc1H;pvgMxqXXyH)JJp=sAYwmQ@cJ9dl}Fnc^9g|bhZg5vfMz~Y
z*P0JwpA9krhBvnMUTnK~k(riH1;}2jE;S=W^7EYSkv5*)9uvA@&X~?c&dbgYlO}et
zEZ41Lwx^okPEoY~ENr*j%r)q+R$=D1Xg&5Za9LL1fwd*AkZ%|0HQ)>Vdag@XN%^eL
z9cUa7=le|?pO~dE1fL8H2|kzTM6thkk{lEQhr(PWIwvEC%-Az>q6f?vXX{n^r)m_-
zs-ZfCpqgw6=ZJcEONzzO<-ZRL{?rd~Y^dAy&C(q~Q$E$US;~cU8H}Z6VU2>|^h$%1
zh?q3%?Is1cChn<nfz<rDX-m3GOr*~;aXb9pxL2Drk=JaPyV`ShUmN4`@XCjd7(v=f
z%HvE~qNxtYCX5FC8H`5uU$If;DRL#gtTaEpN2z`HM?0H;xc#dZm|i3Ppm9z?P`<O$
zg!}CReT252Xh&~9CMLVQ2DR2;T-*MOs+NZMH@oE2@`oIP=9<yX)L>1k>D9#AW+=LQ
z>=2+o`Auh8U*nJ6*|*^l19qQQ)a>tQP3ToR*`1)|SsQl63!^DNqoExHVK$qq%aPwO
zCGBVQ<{Tco@QbCptNfwqnIt@192$#arJrC7euP(}0S^GUnK0DWrd|Y#mmjwx?H7e;
zyb_1021e_CLd7GaH-8_D-+JDM+v{X;z=0+FQg{!x2}+#v(R)wg#@H?`0e$&RbUEDP
z8L>O#xjk3Oxr~ieM%sY~Zuv#sJ>xy|<b&NmO!0*!&XQJ>;9ZSA8Vf&o5P6Bouo0vp
zYHD#IeJfzX%f!t<z~Rhhmmc_Dt>)h^(tD@BRyeX)E!P~Fy{a!-c$+)rQ*u|3qaEh_
zx!Gl)4rlEb=`Y)_<Rn2&dJ=H6h6U$V{c9}t4^9gMORhGqgSp^Bh9<o3$eN$p05jDc
z_<s0kx}zYJXlv;oAE2(YOO9Q_cfafBU2?&t$rZ+$!+EmyNC*!%5OUK#{tWpPR#TB;
zMtCoiuT9?CJFF5D@~jir^R*_zGOXn&KPs8yAxs|W>0beQJI#cG{M3WRjmwPblRecT
z@}O7M+~sQyrj&Cs;P4z<1;TK6yLe8^h(+{F4@Oqm)wj$^m+cU#-ZXnBJpv&)_5PEo
zp>X<kps|Su;f*7yw~+5G!chErIm=n9(RyT*)a=O{b-hW(v!aB$Sr)t{E1CW$m)Cm#
zo89aQ5T1S5wAIpNqSY(xanJ9wC3aE$`|#_OEEb`p$<o13`A3?;&B&0z9uEBKaqWf{
zrq6sBRlxpNJz!C^<{0N($BnvGrh-9Vdg$gQ{aN8|q}h1euFY@1Uk4YNsXOV)s{*!%
zV*}ePRqDN-wXQC-eYioj(`hz4rH5p4;-zIXf{A6`Fk=mb<bEPsNqY-4FiI}CSxhw9
z@TnNj$G1Le&AqEh%Y-XGBk8WAT7zx7i2Jh1>ef-7da-xz?sd4Tm1dM<5mf%3P35FU
z)aeM$MWp12GbG&zJX}G6+{p-ft$3Hu%QazEuA<EKJ(|i7RU<c*b1uVziWQX_{XUL(
zc(LZn5jr%UA3Swc1Q}`ORjWQxDu0T2WGmg0>PZcxgPzM-mX+&r7v)!CWBXkq7k@%z
z7?_J8N5Q|@fd?p}m3iNGjbzUSv0O2P|5`sJ!L6KqWHwqEnd@igf@W?EX^)rzs212A
zSnH0d5ac+T^@2sq#5vyJ1HXy>*&Gm^D4cN>6@8c)_2EO^zN<DA`N(~8;<@|O?N+Xw
z!-hF<Rj&5;&C+6rMb@ALYJLfm!(IY_S}>xDHTyq|LeW}7bD}5&f0nw@xBR~!EAzf6
z=eRLu$t1a2a?nawFPFbq#>U!FD~7~)pcJAnOc!=GC=Y4Pzji&`KBPc>r?U4HFGL?!
zMzcprt`Qubn<{dTHwr&S(b{^-54cn#;1dNzqA194r`P&QR<T+Pf2fHN!d)fzzkeD1
zQ!fE^8W;NU9-m0+?3LSs`NyjxM7#2FmLjE9Me{c`Oyqa6R~0Yfcqb5dSmz7BgV0)+
z-(YJ`rdO3Mv6huXrOt{z$+-*GKLEx^t3<wxowZlmM_e0C5HaPw(R?RpCcD-i8c<eR
z+LBuFJ=3iMS6e|aRY5S@F4JMrHOPPM&rbb@Q~i}#ImqvnW<lIwY{}4pd$LYpSQ?Dg
zI|CK1Q^x9&7`%#jfMF3L4z2`4&u%5t7e5-88w@tAJjLHpB5S5)<MvO)En^1E$Y-Gs
z*fla7NmnZwS=zwy^SO`tBnFgqo8*fqfwh$K1n9XYB-DXq6`}TL?^p;xxuB|~jlpYe
zc2>MJDMmv>S7a2E90akLFOp4!jZWnldAdcUqcroylbPj{naR*53x2u51mJaT)djsW
z07>oS1~;(K_rc<SfS95h(bXF=Eux^g00=H5Ij%#4Cgjh<6&R0P%;o9Ml$I-=xJG+?
zaw3Zoxg)66o6fy>Eqfs~=l&Laz@LeA0XY+_$xZ6hm9kVUiq<A>`dbYOpZvq1z`Fzm
zVBg63l!egEQZnvVdT>%|x#*Y&hW4g?maVVGEaXLpF)1Rml*%#&leem}BK86XUHXm%
zoWv>U8>37u%E`LI+CH1NC!AsqOt^JQTbf&~z<jsPYB6&!V}8CD6`(cEwo&~|mRO`(
z@vF?cq<jM4O#5>C7C@QqVal>W;@=q*<j3I{TPVfT?e}OuhQ2MHh(>6nsOT%8x7qRR
zbJ9O4Yoy8DmK4Pr6fePQd^+BNRbSN^>Qprg4%^9o@|O)#^fk{4xxa|}F@Mz?bAN^L
z0a6~hFB)8Klv%)1I}=r3q{~>u;#iqBK_U#&)2X)o{m^lJe-oEF7cgB&UcZB_gmn-^
zUdTF0ctvo(eWfiBxMInBpsYqeuExv(aKNgMx3rDp%NnC7H^*jH%c>8spwWHe=>mRh
zML|-dyli}yl|V&DgqEH|T5M49=P2YdzLY4vD2wARSbummV8{n7{-7r^Ruz*9fUAA;
zdma)OfZN)^8<F6<Z1ceC#({QPrN9U?52Ou5t+BtwF_c7Z*bNf+ic&UWX;^XHkv;0`
z6$SBX@Hn5rbfzw=r^vX7Ykb{MI^GqSUSG9S0xucayj;2*B7&JLy=*E@yLfndd=u3V
zub!R~oX*QEg^IW(6c7((9t#(rjbK+up5H|G0^Amb&MEL!!l5;_E)WY!FEQw$PmV(O
zj@<tkxCi|<);ISg3M}RUdPVsqRhQ*PWKGPTr-WJ7HS(q$D2MqbtmSR+6oY|U-Hc|C
zLwLv^$qxiZq!YiAo^0A^?ee?2nT<9}MN6scVSl2MKwM403_Pmo$7K<UI-R4Ao!&{>
z%<pi0@^Ph)4mk->tI^+pg7N4|aHm;ni!=k$@G4+rY9gAdpX@Q;Fa?uTPJJSor5Vx7
z7T=$K{=g*hPcmB2U|`+1zm1Mwpx|%B`EC=?9bne#0{SxWu=KO;^|y|u-kw^zczMf6
zUZQc;<e*aL5Il!@vo=H&-i5dQG7*k`{DWk&S9GlW>zgydLcwTu^seA(r&DYr;1oMO
zS$=7<u&`rzAjHq_)|oy*fq`8{Lm?Q)*$4-P1Wa|3dg1+A+Bx?~YL7sj>298J?sQSh
zn1e3Q0UL&Qd38)E?;@?OD@Jg7xDy=kVa*)~RcnS}b9F{zdvxF3PxD=%_ahkG#;Qqa
z%`q{jSN{X}YEGX?HCMqGaN)P~J4%LOeH~)lpOaT$%58OjQV;d4l@@?u=xFrk84Eg;
zQ)9xa%8*md%%Bv2ZTmv<{d5zGwHBNcoe09a9%11*^Av!U3q;-mK0tm+H?x{80AOSk
zX~zKqw7-6B_IKEixlU>5X4oCT&e3EjC5JpqI-zE_Ec%ZOewsyIZ7;&ZEq@z;Du#T8
zgQt<jz@JJ$C-^Oh)PGs|%%>0dMK+MeHrIIGjL;p7wH}SXK2*pB-Qnz|j}cy^Y^s5F
zOFi$GMsTqOVD4=si+Mz&!rom|Y~#~LxQTt}B#@B>iF6sasQ07Q<!75EKY39U)dv8-
zAU+<S$}=Q_<eTv}cFrFe#_6<B(5DN_hJw_vz;REuOWl~B{<l#PSv>_Jem)l1GL(k3
zX8!<K?vespbV~kXhqsXum=*ZdG|PDjwPW^fFTHU$*t_}=9N2-W7uz-tXa6lVkoQvF
zd$3B$l6tIqNsyF#FYlB8U6hQEiw2491f8hSMSGQDKoF`8B@8@&NHR~fv}l2;@lCY5
zL6P^8Rp8}}59-fp5udh7FoOad<ZuE<5nbwM*wS5ejGJ10#t!BAWR@RY1_3GQR-W4%
z=7y;hKmwS>OE;-y|96#oX(^u`t4xeFt7Cu7`N|j8Z8Byb{(A4pma8x=o0vgdDOI4Y
zu=T#B7Bdort#k}Ih3sI3!V@uK1(ZU`b<$G!Sy0H?QM4P0KY+a3?-~q8h!QWiV`^H{
zJ9!ML85vEvy<Y@roxKP^oSD+9B1=hX0fM2IYsPeZkh+qknF~$jzk;W~WDVm8I8=Q(
zM^4~F`i%B%`p5SX{|;B+VnpOVwDm&aj@MyI1^D#v8WptDl9!7saWg^Dpv#Y__iD(g
zK3b6|s0zX&;8X%+bvlen5IrHKlq8Ca0TFPAkc?pv5J?@?@EP+gxXd<R2+7HTB6$w^
zR#oWHiR<kY>J%+-dcI@{r3x2L{{!GSB)ver<e6Q9=d=5r-*R@z{{gzEUkG~VI2yA@
zp&wQ;8~W%fcoT3^`2ro<l`uOX=BD**l6T0Jxd6xrFqMPBJD2|e+h3MC0!+{4o`0>f
z?QPWm1E>$to63xlonJ;_vm!3B{k{`zj!>CUr{EAoOLaCO%4%pJ;ZOLa_w4%MyOp{e
zlApQ{Q{S6%H2dskrJ|?70DT0Q;VDrVHS<>(6eU1~;>H`K(`bF|byT6EjbbikGy?|!
zJ1d$=FHID9ScDAr%8l&|A@Ur#NEc{*rN!u%L6w{ncrx+hgN}&uM^4ECixW<HNts(5
zd-X0fv?~}(M=GaNOs|y7-YD?z24`#C_!YO)#)x>)1RFdY8W3x%onbGs#~4D+fndap
zg(K-ub(g>({xNk!83IDOLeUrDI5hY=yL3PJVmn<t5+jjw%sL-KUfeWBaSzmvGHwW+
zqz3bWazm{I=sW51C}$3@#c^yNk6jLjbOwt>wRC}#@hn-mM(tPYzyXxZNHAq59PMFI
zgGHU8YCa;02MXxGkuKw4l{F#m8lq!r5YK~JnmSBd@wq0KbszgU75{~Df$xjYZ(6mS
z|9;axyMj<Nv$W#t&khYYg^lspP(>4fD4*yha<Y)I?i6V!$kO~U)A#n5sr&lbOk{3A
zdNI8Ll4~_}u;<;=U<j*%{TX-L=u*4d4#EBOM`CFh;Ywj7k373?(FRp1kCIYz#mpX8
z&zHBc&2XSYPPXKk>moDS5Tn(^Tt}aL&qbV&c^};|s2?&F3Rocj{UT`UH$8kNjxYxa
z1%)wvfFc#9QTJv%c5x$;E>$)F4p|o%`;&fGypRz2``p69+=5bdMSe98t~Md785*`s
zcBmx?JfRqhN<bwvis8zfZ<QfZj9WtkUs@^8n)g#BtD19Rm9+doWo4$Q-zmu&;u;)o
zH0Vl_&-p{gl5xOF=_38xQ66)Hc6Df6g_M^^GID!7mI>AC-%+1K=iG6Xzfma<Y?8an
zA81A71T)KnxZe+KJ|5#aX4>((wzHzT!`a+!GKK4yWHf!Xhf~fpM56$Els#D$Hy|*Q
zG+tz>L{o`;2r>8YnWkX;mLFanYb`%@nkE3W&Md2eb*GUAltUe{5_bboh|bw86#Z>Y
zzU8{A`J(AeD2BK*H*qkh8X&s3whUKdbnn%59Qq@OBhSbuc<?3J-9n#Gp}QB~e*gw5
zy@@aFfy%3TF?LzJnz5hoiSE=%@V|1PDojYAn^6YBJO(_=)>evl-8&E4B8N+0qG<dK
zC`Q&;=`tJ3!%`$a*x(aO7X|@F9(_D;pb!lXqg1lUwJ;AQG>tPFiXld8N3mR9g&+Z?
z``F>O_7D&s5P@6E<|FPX|8sZ#k7X+%0W>H@R!{Y~uiy8R8W1S*z;{*^heF3iAMs!n
z=J#;J+d7(0g4H~rC@~zBQ{cvy@PDX~c9#vxgXexUm3W-Nmh;lx)4;yUJ#;sz=~r$)
zLh^mK+${yujulZDlHh|dBHA`l?tAZ&L_4oFEIzZP^Hb+MN+(MoQ}lpBM=xN2fPf+&
zU7`XQ_N%b&;xhj?g0wTZR110qA>RTj_4LTr0%bu|lcH(fZDwIr*I{lDly!@Z4>vzB
zd!&vshg$Kg0i!S~;Uxn#xqq~XV`*tpald^blRC|5v@o~JA{GWfZq%|MtdW}xma_8;
zJ-J-cnn0E3fKNQ)s5Iie;N31E0NzlMWpJ>b$=}=wxIH2RQqLT#ihe#n4UW0=wJy%u
zTHPF1ug>b&Z~*sJIw1bhCtQjzp6@{}4YR4thk?S&Pg{_Q3-E+c3HE-b2+=F+J2Pd&
z9oUI^?N;!3wr!@bkz%Gb#k5a6@#BjvqptP|>!5!#w{4*Jbp*JnSr~mZ>r)257uM<R
z^(Fz1AX?hODH_ylW7fapc(nQlz+bwAc}o8GV^Cg@Ar*HN)%j`F@g8135lkA%+Sbx8
z^g5%4j~90S0N(fjVV<9nz~SQ1VSX)lREmFsOc*<Sq_f_a=K&{{_NDc;m44D!U?oOJ
z_G7@jNd#5jT1MA<=;Y?k4zR4A`@gXR^z|jz!rMdC2$d&Jq-gygU}EhET@H_)|2`;^
z5?u3r+YOOTV8s1Qqqf#Rp({9D4vzttgdyU09c>ahgCzBJsdr`P*JrAIPb#3gnOrAJ
zHRis5DFP@j$@>(6O4^m!o~3!zGl{I$Q^Rt>Pk$+I$WGNMl9|{^wfKT~2fe49yr)MD
znE_rJ?>z26ylah~U5Aq>r6!m^#xz9KIBSAgSyM9=8bdGjvdYu>`pMw?xMZk$OZ1lY
z{N_wOJ(I_W<9p5W@@h+F#PjLD$BwJl6=vDZ<ClyY^qD9Ge~g(tpDz&%9VWnv3vT}a
z7P`L1WqHqbPZ_<*V(g;zb1&ya`Og!BiM`&#ABZcYH(u7CeckTv7UKxqULQ`>lGK)f
zjcx*O(%Q^CB<|N&u?%D}IRrD=p+h+5x)3VJ#<Rn@O{nA$X;4;N4avui9#_=aJ=vS3
zk~fn&HbQo@MR**<`RpZq_l&q4dWLmaHpf?_;SSlK(L1<|kZL>{a4NGr>E*9yEC{KO
zta%E<RExJ}di(?<O$fkX%m0?Q%R$!*kd7nTjzFJ3R>iFTF`A3`7N<@NYDmfPnIB+1
zVJ_zFH?f#TAjXz+ZDcYclD4EXk!MINp(4;J0mGEzFrD7&Q1(|E@Bp8c$QFO~O9pj`
z!A(0pLSanG=KbCI>hP|c({hT2i!&W!hRldQ#Ey{dBZLMslY5=jbS6ZS#-V+a!dTv;
zLj#1>jceHGY^^1svPf-lgeg_XL)ok9l%VURHimlP(IAMIw;!KA>${o5X+bBd_p@|v
zK`=c?qefdJ20S`o9o4EF%Eb%@8ih+GRjoP?Fv=0PV9Su}NvCH_93v73Ur;Mtn%}j=
z&Qfr!v(YT|KfrUcaKfIFRl^TEYpnw9YHu1;!Qf>&@ip6?#;gqOnDME^M9kvT>4&44
z?&x@j6%YoNkY8J5ejQZ}>lY8)R1{Wjv4^N%qe4UU$sTyr>xkl(6AFdwpN68W=?0f-
zDX$YM>lA-X<{xQ&@tRP|BW+-*41*A3O8~&z>p1YC)Kr)WV`x~c0s*+t0g+aR8+Xj@
zE9!q^8)91^1@+SUe-ELaawu<an;JXx7>xmNP%gEVwfOtzRZ?@1z&5(9EK7fv&JdYE
zjAk`cWo^H!-I-{q<m~q&&O^<aEKVbx$F$`5^3+VwNFvy<RkUkYchDG13QysVgWJ}O
zegUDrLNAYT-e1+xot$h5?kf;nkzp*cbGP}TYKv)~eaH<JTR@|ik@>ETO#{Q<*OS_o
z8U^z?wYO~X3+G(Wg_RT=C~VrL<K2{><+CFg^%{wl%13ZJqEXYU%dn?l7g{xAZv&$r
zl-|=v2qn~{6wd9>N*+7LGSipL0zQlud8P4M-m1zH#+&jmN#SaO;^iZNbdO)Ps*OiW
zbu)!tcZNwCuPDBIRM`b<1(yUZb>Dl{o3>h_ON~SQ%B^=>KUnkUY*jx~_23p*kAnnT
z1hYC2+zs=Nsax}C3d^wC8a?Uz$ZLo@5-JfQPca!<?6e$vADk^@z0m%i?gZbJi4Iz2
zXmKQ2Zmu@y{ZX9CH9q=|gj<=#*ZsFqM=7b)Y_@Rk>%3ux^I)zM)jxm|)>&5Q{4Zg`
zGp^M(oP`N^1z9F8q<#x+2&<4n>M2u}az!Jc(%?1h8okfz9X7t$Abo2zqsXwUqgOyZ
zzjg{UTz_&YqU`(V3Gfcn-fuOJuh}z?>&~yBbU2p7xrTd1wM&mpxAT?@!M;&6-CrTj
z!Hl?xQP5d^hy0Mgufx0%F(pBws#9fGq3G;#Rqe%CboR93o7#`yAKqx&2)LOsK2aa8
zH)-Nk3?Nk<JlY<*vV<%sl64(2?o)m8$}5)XqH2Gk#jSk(L$1HMj0y`@i!j<s5b>wf
z2+b=bbkn;()tOd|w$feJ#P3<dAoP8DuMeCPsDMoMEad=tP(hF+Q4L3T!g7lJX=~$h
zVD6i;5!j#c;nPY_q89;GH|N~MU(0rAl(j&mRLC07^}^~g=#nRa>UVMixZcrUMjc1V
zMhMZs$tw_@cjl`Vh~!C;+dgw@P(|`LYuh5|p2AjirTd$|>4>!}R*SKXu=zP0*;l<R
zKD^yc%3+R^D$T_oIqn=J-x4R(nT!-P!8DWb70B|<?lNpCf*o{F`4D*{(W6iQ$HT~h
zod#_NQx_jUB4r+eNR7drYONB<G*XiZk7}Og<ylU9J-~MRAH92~?)w_;YQ37N?t7z?
zB>zMw_o6NXtD8ey&oLTC5C?m*1o0p5TwxC!XKyL!2F6bRHM|0pX8LP76Abn)^EeIU
zX_MN_{p8j5tK02y#2LBoq>*^;hk{;gIwugxO$934d;ut1`S^#QG%AecaDF+PNM%LC
zv)46jd$#|$8i!W8^I~Ed&RAS72o6RAY~v2`^qb6nhUJF)d06jP5@y2PjzC4Lf~=!B
zi(31ngn2}Y##In_z;otLE}j0B!2}ms(jc`IiHYFA!*OtZmz7pV5MS}9LU{_KI^U-@
z!H^J7I@Q)huGl@|49>bArrAGK6>M1*G%hAHQC`{1jQYn}uO!8%17G>Q?=7A2hogV-
z`b~_3C}H=%M#4}J21z`)hm}|4#i-!XfkJfF#e=p<@LW#1CtI%xJ}P%9`V^@L`y4i<
z6lX>?^nBxUulqgEo=@}R2dl1aRlz@i_>~R_$K0J{-!T~iA2)QJ5nkDMFix*&nNhm2
zALdjJ&{y$DSc4K&vAlOkN3g&-vEpOM`{E3(YrP>jJ@Z#?bRgCohBT3a5L-nn%F(N|
z5}=(E=5wxv`y*rw%@Pe~>H76kPLyd0iUI?xIO5c*;{{nqYf78uTzIHcVYh8<ODB8o
zH<}nvPD17c)X=dy88mr%brG~J^V(-keN$&SHGdnvE<0izXY%{d6$lv;TM@Z!s%3af
z(TShmpDsjIJ#m67xV`J>d6wwLo<qm3o}Q!TaO~BFpSPQv&6~_6is?suaj7F!8Bz6m
zL-G=k;N%xS97p6e)9Qo30N^(Vr10zmI#xQh)B?Dx1isrv*5WUZG`(3x6HL$pUh*!p
z{e~e#k^tX(v1!yEV(V$(Pf=RL4x&%ktb$ncK5cBlY~MeL|2*5uD4pOIehX^QnF#(v
zK8L0Ly-aHF4#yD`NvBa?wRHMHqoM_A@3?eMHL7N9^za`1ZA?B}QvxaLr?au{G6-t*
zm-uP(y?%D2In3)oRJ4%u&OMqrSoJ3sx!SK%=`iPE0!P@PTWGF{)Xvve>cy+0DX2KS
zD7c6MUs^FevVEy2PYRdpZfmKYKKFl?c)0BQBC`V_qnci?-2qhcz}PMv#^gr=F|5o+
zJVM9qXz+*ZC<2i{F3+eC<UrQ#yfn9g!{@eq962ayHp<2=%;{a_G`R38Sq3+)-Tw>;
zf&q-f!Rv?D*^W^}T)aQMiNwcQ8oYTeMD*AT+J_>Blwwg|o~R@#yiV5K!l9&+IH>-Q
zeu6?4qso}HK;RMzR$9jtM+3<Qpwta$j+09`y~0YD2)DQmvGt#hBxi2*e%yVGrJ`eW
z2I~6X5m29B>19cn1vtzJC`<Rgw+safv&+0VCIYLX)A2=G+1KM1LO@A`y(W!~aZgO%
zLth+;4_A>iK%*&tBJje#>;??L8oLq2{oh$%cteWs@1JCFyl$O|+b<!a5_pO*$2&IB
zks!C2omi!H`&-EAE|okc3Ayh8eaSbar@`Xb=FvZ10eejPxr{H8*gGXB@VJidryJ9x
z9}<?_czfZBQt6R_jgbs&#c=vBWcM+PC<K^L*0A`SmJKkbdvxouGz82;GGr%p?35SG
z|D(M9gge@-YsBCcg~T@+YBO<vdgNszNrp2=rydyjE;|*3@ggnF$Hrzzg>HK;qni+Y
z!vSN>QWf`d@6+1Y+q)DJI|=hr1VJ#NmBY!I_$}zNRK%kr5p!R=`)x(`q5bg)p+Bw$
z7INXRdFk2Xn!VFSWY)4$1^1}<IgfuOvwYJa#r{xdfe5|KI+_-~fIv3k;xDEbSYgkV
z9Fa#q3B@$ntx_dmfk#FWSt{fxSvS5)-71K>5uMj(ndziLV_xN(UJkv2Y0yhE3d(wh
z8%@Lmjw3WkI=q};ZATvdhul>;`>bsfMm98tN?BQF0rd+g27f5R!29r+y`jw`zD~gn
zr8OlS_EDh$hgt=T`NvF>z_h%%?`so{eT(~n_H>S@sppi2UQ&!jXgdl*h(F8+%2VKR
zD|8REu-5zB=@{fbjd7uAhb)}CxHfc*Lyu!-xZE2SiYIMPH5i<k+fU+*^Jp1tc_A_$
zDs6iaI>Y5753CrWqVi;?lfU?n)|3Ekj&bG327JCW2)b|GM@7JX`3EpYjzp$2^xXU|
zfsJ6<GpL)vgi3IKx&wcDPyp?4p`!r_T=4LlUl)T0D=!3^ytEAb|4~p;)Yni|j957@
zK#zG2rl)n9y57p>I}~PRZ^X>uD(GI1fo?>UK%bv{b$Zznb8k!14HEE@RMeW@S0n*S
zLHQlh$$t>A#o@LB143d5_$H0^)v<S?#^0{~kd5hK7o&#RC|r@oIl-+&Hd4adQSqW^
zXxMYs?RVe7skt7R;rK;`{R7;k?)dY)$F<WWjQs<YF*v9+UtvqSxc>uu6J~_WymW+i
zSh>FuD|r!+W6R~bZvAvEy3|d2o-ua%%l7W@;QbV55j=l&nrt3JG56HyB{rwC8GKva
zOJQh^iC<W8MnqcV9Z?qW51`XXW==d@2~T2Ye9U+sc;Kg<p8j@XPpr8nJS(@O4*R7o
z0Br<nRO3>K7CQcSYC)+;gQilszHS1CUZ`3V!t}@~6REY8P4r{jlsvAVADsY8>&`$V
zV&*B+^VXR7r;2>xyjOH*pW{ZYd;Pm<^ithbM<H6@Q!6`y^v)ZxcmqD;H_IB~g-qc5
zm`TeaJXFflA)PmsSQKSKCN`*vp{be1sR_u7UfS1QABx{d{e;J=`;(G0mEcQky0Yo@
zmJNRTu*Z|6mLUf<@LOR9Z2_?Xf};3Dbsx4kqb8m;j4iXT7iHWo|Mx-8o=Qu_5E=$8
zD($MJAL$`9lWOeYV3o=2X}yz>FcU{Ot|!QqKI<(*kb^+qfiqIVdG<UT%^b&!O(>&5
z{0CaM{D{xmC8;}o+&A7Zp=h~qnQtpNQ{PVQT!||K4USvzbj&(xK;^jdD2U^P%*g-}
zZVjvF0VKD*!S5F4fH7U^YpTIsHiVczWas8T>pd8>b({Ddd68;-^#{x4a4~O`8mZmL
zw?xgBZX=LM-#kuDgT2E>4ExNmnuNQ$EH#k5=0>*Plb?XG?fbwtLpL!u2F)7JStLTp
z&g6a65Itr9mCeL|*j-3uD%Oh;ta%3>IQnKDa`UuFgD}cA_Zwb0l?Y9YuD5pg=)e0P
z?{|ILn`k9X^eke1ASvXA1N1+HNfj-`PjbkH7v|B*$&c^PJ86gFWK$OoraPCu`NXVu
zlMQK6R&7a%Hz2`NC=GIP_ZuWJ$*>>C1vd92!mzU|r>`?uPd(WurSd2*Vy6Y-rI_f;
znv=(t4pqA{3g~c8qC$Z%{N#=OR7{KN5Eun$G-e}`&CR}J7st>%yI^^#ljqL-!aM{f
zf1HukdV&xb_B02_?4WGBIZkZMad{ew#v+(k4wusACB=qWDW|wwNUX|5qobLM5Xjw<
z!vuS)mHk2M`-U{1FP25U5`Q9lhn6LS=0X~a4GkA|$)@6PG_N;2;Z;l7d~?&jj)L?v
z9v-Lm5W=LMZh46b{#SyI<JOev_L<1EFSJf{Q3_(gsma!g>6w2Q%Ap>Wnnc9a@ZUBd
zAyV|=p^Bbp%7W(cS9@8Sw4CFg3Lh68XE2Z<i#4fX#ljt=uW-hd+k>Ut)gkcfh?LQk
zl0)Ruq&PF_!q`&Li?EnV%9+TNk_xkW$f;z>`)*t7rUS-Y7f~TYg~3?T*;G*4Clug|
zQO^@tIGzo1QMXo}O>cP=@w$1}^A$w~hRA)nrH3lZ!$Whzp{5&+!BzF)K&dFNpcEiF
zkt2dST70{{gvbVk8vwu#rRXz3b1}u;e$&g7i*~#BG-!(%Ge=q%dHGdVV8Vz-okHq+
z<bmL1IN5?%zwQ4z-HKO{ZqHImaXN8jeqe#)?fuJ82uwMC$e}?h5{&thUo@p$RXjgs
z!t&jJA$O%jJlS*poxKA45~whONKqETZ_XEBXa0SbD%n*JQ%>X{sVTqv+glg$t<PdY
z`il)Z8?Ms<)>+12Sj7ETF}8$~J^&F^9q*>M5`Q_Gk)-!g10#pJMdo|`&STi~E9GxN
z2ZYy4NbNS%D9?Yy*FtXG1X&ZmoS8FKH_RFF8oOFU;W>Kp&s=P}wE{|h(xCGQoS>Ti
zau(nwo;UM%9LF;F7lKb-D7^1Xd)SB*Y7;yMBSPdk7PvXONK`J$Ps6<IbmsWAV<<;~
zawVeU=#A~q%H&;ipWFIdFn>Ct_u+zlke|WYj4rbS9&pN^cIA3<aF}0z@0tyj__7>C
z-qHW%8ZJ{xYP*UA5rT$;(2_fIu$8X_-;{@k4L`b-t*Tl&6YR3J#DOO*zf@O$1zCc=
zX?;-m5AdJIJhQ?$rq`j1TFpIK2Y4TRXzId!cv#gwC}O*J`Yavo)tgoMw26Awagla`
zOz*az<}8*L%mt9g>WyA*q@X@*2^U3X&MP*+BAv;<4`Sruz~nZCrbpEF)c#(jhFWE9
zh6Cl{i@epU22c}CX)TQCGCEIA*dxdb*&{&qPyrOOa}qtJNu2UmV3<7cD+;0{6-}fl
z^&ajZ0rP9O-`%i@Wx18i<-qFm*OFMNECTmn@A?2yD11k-t}APV^L=ZBku35}RFrI2
zbcTavudRMzxDV`yl`kRc&}osOOi7&s6gj`_71_?Q1j&oSqKBGcMGXJ3ET`67-^yMp
z^Bp1Y#Z6I6+eFj-4M?~@eYvq2HPii(mBXoHru)^l_t$e!Zv1_nSuE7u<7cYJ;%HVB
zJy?EB`F?5pJ51dA;fUZ&FO5|je)U&IN*M;$aZK)~p8RGf$8cT7kB8l_Scj*&KQzVR
z3yX}WiKHThMyQkrt5!&CiS_pO3Nm1c&U9a>>qpH$q)!Eir5k5Qx>sAbzKi0h*j$_6
zE~WW#=$|f0;+QWQ%2kwpix@lYmD)KiH`Fs8(qF1Cmq_8G8#&CG^@siw0bPB{6gc61
zdruwtb-b%~I7e>C(Ku_WqvAZHB7V!a*N{2L9XX%1&9tcx%O}QC5Rj?>=`n3lTv16>
z8_sje5irY@V&c7OK%#<Q!m8YJi+-!<f6Ch#<F*za1#|9AN4iPEU)cFjD@CM?!A!?`
zi4m|^9eMR)6YN(?yO6S(?Sy@%r$)tkBC_itBy*e&VN{<u?|w08&05+&qqf$LZ*7Ty
z&IhUQj+@O+>E?bbLP?R82GD5erc|*AxTg#&izi2t&%)iKnxepf$`xN0)opu=wVhkR
zBJ%riO-}Sl^-QAbg>4!jF60wBVx6>2_6#<Coh1wUsJsVjITD>2D8sNr*+eCG%9Nwa
z%89B%G5yAt%UeB<(S+nfO5;LR4Iw6Coh63&`m)ev8yjXyPI?P4KB-Nu;5ByOBo`~+
zGGj)_RWDH>Tz<%s)nEbPgP5<fw!%A=r~j$jp_}8ODE;>MomOUtTj3W_g*d-s;NIkb
zh&`vQi_x?<d6H<60Xb!a{I~RKEt&|}mk{UYl=h>c5zRhnY5!ny#n63s$VPsE??D&W
zmnc@vSnX6~@3ukzqQu&AQ`&j_^V|E&TbsLH+$+h7YIo42M;0$3;j#ZQWP3ddr=M0{
zGgLCnL%56d*4c}Y^U9t4H?^Sy(BJ6?82O3Sl~+xT;!lrx-+<z`BIQ2eA*Tp~q`x%Z
zd97`hPv{kmMpblg?t}E~iEI~Y+jyT|S~}o};^a?%?wSwigg!}h*Ktl+@CRh9@T6J;
zCM>_qdQxP^Y1B+*mJ=#fNNy(>-#%|V+G{_hLgJhL4vIHI31`hBk64EvPV4S{g;mb?
zY;Y01IjTNN&NK?b2Ji`&5VDr)xwC4{rM)UD!1dof6?uSi`X!hY5NHzWcV4zCf4A-2
zyIBDh@-h@YdsFo>{5+F@H+*pP>z4=Qgl^PD?m^5&{cN%^63aflLPKf>LT5+T3<q(m
z%72x9w&aQZarm}!!>ZL}5Mu1egPN<jijb}|rU`iG^++j;KtlZ}v2Iw8fKVnWhxwU=
zNbovG4a`(&WxApDx9HbpmoW2XFtouDGlud3qg#8paL)cH;epyum;?QO4#9{YnI1Fy
zeKaX9*ulXh1RMkwj%`=Q^dt85_MU#|N8BYqM!bUEZr#A_(t&PJXe7{;lZrAH#Klc%
zxTX?!7A$W!M!V*Be>`z+n?ki|yJPO}OR<Rm)zM!F>(eRr@C%t}Ww)(zIp@dNG0Nu#
z`{aLsWcE+%4yPMcMqK@$B&}w2vlvh{6UTeI);2yeMfk9KS{!Rx15?a?^2;NvTwXr8
zt+Z=}(yGyaw#@iA&uKTDm=l-xQNYtGv4j1$34X9wB?B7D<@XTC@TD6o>+6NdcL3}F
zfdKx350nU&I$)xNJ21`T0>ekRINZkZtGz6iX8s|yf|=EoV!*@o73!4L;pMnngzsvj
zSgAEPg;unQrYBD?6=t#s^6xnLJ#@{iVW$^D>nJ&H(c#_w#~x;K8>3%>%hY!#8<#CR
zj-sH#aG1jr_FK#ZSLGB)Df2?x*<J`F=JRBy$KHH5Z+8%zTX;9%AMLc?pc?ZL&Y<JK
z=&ISnolY6ADzzmOy<`I}87A6EWskJ=V`N6khWBxsao`@ceu~K6vfSvn868`2xU@e?
zhsXq(7^Yrk20T3};p_=!H<rGBic{O*oOXoL2V^dqkW78_V|!zRnHi%h4Jp+ASg?Y^
z^6_|5QTHRx@2f6mAjraz2MT;r5KSzqdDd5SSc>RPMD%%1Sa-hP&t8%7N<t=cm>B!z
zS<`ZAT}r;m?|a`QM#)I6geZR58lxy#enod@7I6PckduBwuT#K``U!4Df!F?YQmRBm
z2zlh#PBTX<6{JmmO8<T=o$2v?gXSL~LfMz7CR;ywo37|j5)7X2WH($WWXLzbjKG#Z
zAU4KIN4or1da(qmYT||Fm${Ng#Nk|?c%=wB&2AaEnKU;G?D>kw0~QXT06Oe4wx$Yn
z8KpH+$LAJ3N5j5A7IN^k@|je~#K+5_?&J|O{=K=@Y<8b$QAi?Z?2VAjQ9m=taJaEo
z5dXy`#w|tzItqser<o!D>E9Yv@y7Awlxjlq59SK?@LZRQqUVrWrAM`^WKdB~kNVWl
zrQXkli;OT6{Fm|PM^c==nuZ@L(ru~QW7X+g<GTJIuwf+QTEB$C6Iv4{s0fy9<C)uA
z7Y$s~5+F4+6v$C9zb>M1_Q9OJzbDGym|w1f02ti&dzkjEe_y&gUnzGG`hO?!HOxCt
z4sd>B(1Z(Z3)d6xjWVvhhSfA2yShKQ7UU77&_GBS7>W-QCpX{8Z3qj-IeHV`o$7w=
zY5YPFH}T%3#|+%)=!f!89}v5Me<KY(l-mRZftjhL_D&%mpd#RIBRVNDP2krcxb@me
z*1;4<=lOh#<NMo}=n+NdH=jV#$@};UA^xS`@5V$aBsY)oKa$c*XB0FTu-cykYVYE3
zjKoa@F->kL*kG?6DVY@xR-fGNZKgT#`mqz#qUsIJbj6_?=hK_1$^UQLLyMthv+RFT
zD6UIr-J4qu7CZ}d#6BjVqKR8}4~}_#vymSAUug}Eac0m;GrxH1F6lrM>+^dSR)NQn
zN-^l6p1t4iz$!Z(oq?8VIN}l{VXwvJV>i$k=>L!{jIsNwIqY)MqQlcI9Fp;iX8#_M
zS*T1K0&g2U=`2Y!Tx8y*NJXU1x+sPmfGq=~K$5UFjY~&4_;DAPsBslJIjS*QJC*J0
z;q%Ze_RAng?JFwd)m+L2hO^$_pXzI<Ee)2pq2+pP2gd1ACvtxI$Ecfm+30klqrRi}
z*4UJvAj_|XX4_OT3NG6QZd=ceI5N=@4iDra0aRpsAucm(XA7SGRHm57_Y;)Bgy5oZ
zHDsyCh(dmxrM8tzddgU-RAc8P2rhogPGfj<_Dfy+>9X(>Rh^XXkevdbw`lXz{j5xB
zvcW~L+T<QiH4U_`LuSct7yR2fw$|}MH%6Xyr%NEHFqajZC<Nd-xq*!>VU91OqY%jZ
zG|cl(eRaQk?Q7bE83n=rB<p14_tN|!ly>vuoNS;y3e7~0s7D7bIE&M6F2+XDAcH=H
zmz7mv8OaThxE5iGJn$7X2Le@7w|rH{tWH~m(Q873C;{-wkQexwkR=cDWh)rnQ0dRD
zJZUX<?AeJmjXkmX5(`8$Z6V49916<S3XItm!Kj)jp!TCLYx=T;ovKIkTedeyn=Ra{
zB%oJ>+TgCE=1t0>v`7v73F=Evc<8EpJgb~5$6(9LhoES)KdGU?YP6p=m6z(5dN`lo
z$`?bXhFzpS+JvCF53A2yo{DGM8Re^=s&7i<Gd2<#U*~=UD-x<%)<k83jWpWn_TQYI
zxq<9{Ui8u%Q$G4b^)&|v(EeoRrc2UOl<pA0N>5=7EBc2#w7n`HFTC_Nc7xuB^ib^T
z{{+@R03pFuTRo93l-t)<mjvGv^PJB2^135Az4J~XZ^BlNt#EN#81#qE#%OnoVrd5p
z9(xxU0UsC5(As)<`y6*znAVRIar=a|NGRy{w>V|s&1J?2<x0w(uBZ(86Yt}evHsQo
zN~e$S+SX<fJU27p+KjPL?neY1^1J_N0sF}qn^zsHt0zOJwK1<H$ue#6vIYK~Eh!A3
z)0+@n6snn1?{F}+&)cf6WuS&~hFI_XyGuvflr$iv92?{!+{Z4=9FU?4m7n7NXARG6
zoGze9SA73n5?DRR4);9d4wl510EIkYmFfR#{&|CrF8Fb!+WZrSza2NV47=m<9U^i!
zUw>aB&W?$b9HxoM(?5W$=1nsW8*1cE5Gh#$8JWJ4>D}%k1?3LBZ`H@YZN%^Q(a`LU
z`-jUP{{ROw*1^%Oa&KaoUv~rCrNW8tn$r)l>oPdx^{TuX_LU{avccoO_?5KEs1zmK
zP8;a5%-SEA5`*{dn`kE~E{;=i7z;>YL6ayFI?KwsOl&nc=p*xaM8gIt&|>9t@ZrMZ
zlPos~i|Eb>rr4yx0_$xFtM(sYsHy9fa76Www(B{cO?cny&z9PaW)4)`Olu4)a)LJ=
zFta4P5b{zaEDYD#>2(6z=mNIX0`5*?=N;K_*UJedXV#I25T9uBI@d&i`FhL|LQ&!R
zo3GRkzyt|6+nB~=16|graenTu9I#{w-`(!VYD1I1*7gpb>^zzUIZL6p&v%SVv@5F3
zbGP}S5b^;!00tGPsd1gJhc=E1`Yu%lY~NEORM7djmbHj&L%Q>ST7ES}rLfi>ma8R4
z(+N}%OjXj%vv`8=8`L)AN(LF8-Y4#SX$KEVHNxI6FT$)FEf?Wa^7Hn8WqAdcw>LNj
z1!;UnAyy#v92_T<-cF=fB^EZ#j_-3h$)Mr1V#$rQi&4-D+0|VCfFz*igO+t3o5uVj
zRWh|Nf@VTH6J0`W7nKCZ%E|l23>?EUJ#*K7KP^Pq^v<F;)rEwY+w%1X`$<lRJZ5?L
z9E%cVi2HKt+b%X*)3M!r3^lvODlKMEKkWl<3->o=o=v1O_r))t_f+u|v0Vc=wc<~V
zC{@El#6iK+mL)*4@S;r+l6&sO_0)u<12^AO(d5zZQ^pv>c?JnoG+CKoT<ug{FaQXa
z^Wk|+L>ndJ>|%7SFO|@NhhVPi!H9Wgw|opsVUUyTPsrWHx0eqa?aFV7pTfr1srq}6
z_zz&xX7J2HDHiQ_AFP5W%>dv^WigYzG&8Q)+<eM7yF4tn=hE|lLc&l;4K2N?r8tI4
z8&~FTl`00?L9VPGf&gy-C1(;Rr9f4p^b1_QYWrSbJXrV1EtDOkU{%rN?PT7if}L3j
z09?+lQ^0?GEEG6yDX_wkzyLtOSp^ROFh!7Hr48nbXlhIPQVigZ0D~00sRwVN^yI}p
zGQY=7EutIIBLJxNEvQi#TjiHhyYeeUZl%zb8m8C=2+lEgdoaY73{ef;IhO6{>g8vg
z%y$I(3oFJWMZx2GIQ4Y<N{0d+4@_sp7n7#>c0}I-QUQpCU8W{rRHY|0_rE`+vBigu
zfMtQBSEps`(dsDkX#?R*Y5pbsWHXTkzP<AF7<6h;MlwK|%Sore0FezZ&VG3OY@5(J
zE9a6M;G@5GbTDN_$7!&>tYA+xVG&J%_=jRU0v?9_Gli93&m-!H0FS3jOeNe=Nn|jt
zKG|qtgB<hE?%Yz8b+EA-rWrGMo7{}$lO{a<R3;g&VTXH5hp~KR)a-Fv&pSExCs^nA
z<n}3L<cn*Oi2*o)!*WrgFe}K_A_W4=m}gMWUnu(*Tr)N?fAOlB#B?`*dMbrC1Q7Vs
z_GnzLb_M35N+$rmJV)mfw#QymVXoJS`1VW5XQ$yg48LL;dwu>-+N-UK(cZZEuypv`
z(r+sftY_Hcd=X9A*IGd4zErhz$JFxMrtM?U^|>Z}L0(^`2;bqedxXD0gTE&!g`O0v
zJa40;vAE&OjquuMpH$Rc<s6P;>f~OcnF|%o=(WD{om=+eo~a-fFMprg(2LD3EW?Lp
zX8cW+^8wCDqo)5h4S1uMXU{(n=~jQ3h5Mgt8^QUU<mIUfa9^LWmhOGb$z{>dDwPv_
zq;I9MUkhdj{+{oTF42V}gQ6Pludl($WK?uY$39mY>0smE*Bh@p$ElFM6TWw;>YJD!
zAuvu3YO=wHyT3z+8^=937h~WVgERqwSbQtr0}U!!IXm)@;}hcLXR>l4>~ZU>1}%k$
z5meO$EWs%Ans5y_F1yz=_SXu36d6HH%ML8g-ZNW7<9|MU(9#ign>b)Hl!rY-TqW1L
z@MH#5Z>%2v0|?$PU<eF*S5fBo=R`*r5`PZ?aQ0L%X5}y|&_VoPx^&ddrr+D{%cLRS
z*TbF$bw73+2M70l*On?*8IpiqRkqxKpz656U|bwy(_4D4-2{J%L!23dMq46amj;g3
zLq1F?Op&@TBw-$PxyWdmt*6Xv3;1^l49leLLvu#!M}AwG>9!-)oHqGkFKA5{Hjk&#
zXj!WWsE5N=;B6y1N5$Aw3uah>)tVR<ET`Fq%@_0QFk&3q4oljitrm{1Ter!GKO0#t
zE?HHT!3lR*aIZ!IBIiLrrnQ}9LlbQ_+TFuIv+$qIj-+48!*jGJx~dr)(Z0B^vhcxx
zEENkvfjI4|>WJHjF0kSN01<%n8Kxx<L9x;5Q4KvIDzWpCMMv<98k3yM-@P?j0!+gX
zBHYc2>ETL>;xG*I003zUq<g%B1AdmQCj?4mr&cSsSZwaFawFoRz;X25T;G$~#iXek
z44?3GX!$S!&kmeS-o~yDCt&P&TLFRDzQzLt4(2?CGi@<&9Bx~_i>w-P{YWDjwz=w{
za#)Gh{-bBeFV>ao+k_}@%?L6Y*oK<J=)L5BDxS_S#TMHbSFm*(JVJ!De5!nrI{BdS
zS;UivNqeP<^;1*R3WN1TdOH9SrW7}_Ro{amt46jueb6MYlWptK(=+rQ4XU@z67CEw
z;)&O;*~l}5fjs|x?)t3V^c4f*>@&xCpnD?dhl2`<dL}RM=skuC;{D%l(?=p#hKF~|
z6j2&6MQppIt0kI$UOG>fTcX!L84upwUq(;;T**sWMaDvd96F5k=E=b}y1N|fFpM=v
zAYecX+n{r@+vvBVm?MJ|Usa{*kfS%>wt3w%{F@8%i@=Zhw%0z(6?0S$mFftCTu>u#
zNJ}X);;`(qEj$H4s54CXwhhctNLZxULgN;zn~X-mKWookp~Oh+L}9(;NPQ$L(!bz2
z_W43w13m(N^L&2l_BIh=s0)rWdrFfAH~A3-ea#^#P>-Xt2<`9l<G!d87bB8&Q5O0;
z)HRba7h1%NbOca1yBtuX2&PB14QBBjHa(}5dy#2H9VjsRT5xq|2OzN-G<SX%k$2IW
zxed-+nFN@lm<Z@YBNs#h7S(+y*ou7gv^$!rwU0q%I=~~psM(~$nuOFi>@0Q!O66ii
zi(X$ke*)^!P2c$<xoZ2ZnLn35j|SLJQv@adDu5~!*c>s>BuKEi_t(pa;jIY7x7{1}
z1p0A!7asf2zME$EffNf{m#uh35&I}0q<WBvnv4`%>2XDvS#kBbXHWZ&U0#V4a<P;a
zO8IUoNP%b+I}LM-B7!4_k>>MX7g9K6J(AASw$!w<%v%z^PxD}x6D0>`O~YgEQD;hi
zlEd8rF%!4@#b-p(>a9<HY7LZdTRSFkRAKSN&HW~snq|`P5y_e+A89K%-b+~sr=niM
zAf{T2*MmTLVcAfgrf)%HPQG!GuDUEmGmX`wyp|Du-RaCrj27IIaOOji^2|ySv$UkD
z_nff#+ms82>?LX97wJYYqSn_8&4bi3*Yr$;;cW0=Hi_GUY{}=rrxudl4dSm@9`CdV
zx|g$eHuO}=kZI?cpAqo}`3nphB%}emCI(_9M03@13V4>R`nm@SFfZ-qzeA&F%k>`V
z1~!!g*0vC^eL`fN79JC&a&~`&N@MzC`nP3?(Yxq^x+Ayh_o=|vVI3!r&h>*u@d|5n
z^HA>wB;NG{*&JUV)wW*-sE7kZ6@-qF!~anQLX_uLZ-k$Ng@&uO@A1xQm4|!6K_O04
z2gr*tc@W#g&nZs_WwM>VH>X&*3#I8LG>RJbSjF?kXtFC2E=Fw8_!+=)$>=6RGj9zb
z7QyE4KUc=qspa^@;|L*B+9;rv^(<Doi2>B#ZvLGQkjxIqctaw=x7r*QS-s3Ne|9v3
z%d)?Dx|argeW}%!RHf}S$i%9$lUB2E^}OqA-yIh2_>E9#Xf?5|VZ2d*2|Pet5qpw4
zu@PJbniNid-3K?Cnw}rL$nbz<tX(Y-2H7gA->rTmO_Ju0$F~%fRPAb822=nISjyg!
zcs;G2X%w()#8#ls=@6?B!8uN4vGbJ4hfJ9R5-Ly$Y3k`tbd_;p;P|qrMgIYQT)`rQ
zoAJQo|MB%!QEh(l*Jp5dhXMhD7B5ADOKET|P~4@syHniVU0bZhio3fPcPOMd6e-Yo
ze*bsYyz|b*T;zg_tVQ7DJm>81-k;5B=MLg?UHvU<en9Dil=n%<QUw`5#2p<<f(ouA
zr4k`|wO4_CkN^I=kfF?L!E~nj1{Ia9{JNnUDTEC@5-NPWsBgII0yvt3mLJ*F+sD*e
z{nw_gbFg|zdtK#Tt5KxB8x?>)Ual3I{Lmwg4gSq>apOHC+sx@YpAl&AM9LdTOIPRK
zzVo5~B6h_${PY|6>SF$6cE+ii9J{pCpgA!3=_#LM2YBzH0+#*G$@C7@A_}JJ(rngC
z&G9K^cniJni^f*}6e+W?Btv|}(S2F}#Z3`w11-YX@J?WOQX?#xaIo=E^b`LK9!s=L
zZXx%@v&ujo#zvUAYThdytgFByuaR$6iFs(E{xtc4EX@&~r1t*jm)7ArE-HyYgfmjo
z5@_TK;iy30Wy==%{z?3ZuLn6Sx6iIKU-t%rx1*|xV@d;!r_hs&lzYQ^#AF7sO5bbB
zsK-jjQ1=!(%gYxuZ!{_pUg`3*9#dcVpf(}%C<m{|4b6J3;7Yv+xzkLZP%o53i4@-P
z$A^cat!!k3jEt3)-_dM{8H#9or01c#x}Dc)LG8=iyet^U758g37ntmtAVn@qgryvi
zSEK6aV->hqp=OKmpF^C(vKu&ah|{y7$x=k>VMz)?7C~>2h!o|RJ2%rNVU*{|spyze
z4UAF)28=g!5{c6K)Hsn&v*iFzjG!k-Hgr!EvElsfCB@&;_z363CVh=y3l*$_&|n}`
z&6f1(d3CCW$s}N+vH^UjAI_?ryXg;k6#AN^&14>R^$+x_DpDQOegS(FS_U)$;$r(S
zWxeZNvvo7^SQ{?T31Ika@^eF|e1J8%q4Y}_C_4(%5><bw9V8rsnI0I$c$(D|*-$HZ
zXf`n2SnW_^L*$%luF}%o-N7Y@h~AvU3$oghew1B_ztCb1{nNy^YZ34&Cu&6E)B?#P
zj}?-XXv@Qy;^NYP^9~CnVBqu9=47@K7k4CdUGn;KaL>UxDS!}Z`-;AB?{mAvgc2!I
zOpIh9Xq`nja*4`l#sI${U{<i8_9F>P=bB@Z&x>rSi<KlS`gygAiT+ragskfoCmJC*
zt1A^F_DJ5sRt8%*-V5~j2h!_icY;va5*ak3bQA<QY0mjRCtd3?iZO5mshN6`c5`_q
zbnBP4t;k#I;I1bmL@cciMZ!_<=547OY|P-L%2DGW{6J;1;W~reoqg<z+S(X@qPf5*
z=E;Iz=TEI%4xz@f9YDKJAg6OldAT)LZV=j=?Tr8${wNItKB~%_wS%)w=D<4k&aNrz
z7Q;ocxXz2JOx&)^iaOt+{MY3Id;G04f7iQ3{d<f1Y?q6;#{Pk@TIyIrj+?Fy#@>5)
zM&%=pG*^!bKZ`jXp-EGYIWuDEh~^SJX27d;lp(m?O!p1G5vedg2`FC150$vq<Y`Ir
zRPC`3qX?~er&B{5<=@q8BR02vch~w2iRwn2TL^sVTaaa=Dh)s1Zk<f-ogENLDGrvb
zSzk@>Muyq8KLD6ZahmFju1>v&9{Q1DRomqKe50yx=>`23=C!4697h~maV;d*U;K$c
z66U{q;D0YXdBY=>ggV*<0$%hSdT*cW+e<eV*Rl0Zw-A=XAi%E%$d~B8<lqpd{}Q+t
zH?tJTq&y;YAoyc1G5#WBzl~=UCc6Lcf1tdgdO%#Ht@!HQ_bxI@&Y|Q0zO2ronL$c+
z=ld|AW(pXQkOt5_{WpADi{mK^mE-IqX##-ysB_#9uyV=xS3ftvq{e}xuCJ$dT>Jr1
zQ`&kfZzl<HAdat5{}*5E&2+wnLF57-fe`5Dz&nWTMRa<iLJs1JyMuLR;Z8AqvWU>Y
zOqh7lEh-@m_~&f~&F|-5g+USDKC?3Dz-m@yj`zK`#`mKEU;e?=>uMhU<=Rfu-ENHA
zvfVGe0zc71DFa@$T?-YL@!{h<(2_j|s6H{^XuXNnm?=C+*J4^!1iu_+vUsFmAs)nQ
zGR9lr^SMyHWm5xvf`L%ah0Np2ey^q!%|ZWxFpMz@i-<HsvfB!oRCFV}z~WXcD?JkK
z1jZ*!hnMe#-H2-QT&{K-)Qz1}%APmZo?P{)*`tWB%0?^FQ{@wb+2o~+?yRvBb@!V_
zXOfi<g_d9KNpgh2^jJSKX<2ZryQnehwbH#-#g-U*6(Zx1xyj0mTvVXdkOh<bZIQfD
zdcZBkC%k2V5RU-0TW!7m^hL{3rBb(iQay@+ca(p*4T%w~0|Bif#OFB3%`tS%pSHd-
zwXpOJA{at*AJF^C3`#TTc+X`R_Er(6liWq$9Xa^QUUxY>oiU;#gEqhR@p|qJJEHj!
zfz1!p;Z)fWgs`9VQbB~?5n>$?NnY`ouaJVB=2om0UeF_n(HU=-A7n1Vkm^PP3_CAA
zAY&lI#6F?Z!C?r)V)-5XEuD!{?C6;bnNwyQqODiJ9TG+JKjlvn`K>Zw_*_=Ux;j_b
zUfo(2rHfwaKY4rjn=1eFt_qhCIbdU)pp7LCMfU%5B{AdWL!(+hQ%LUpaa^Evr%bzf
zIKSD}=YsA`V$MxSWqeW&nU95bJkW?^XXbwwB{`{wzuep5%O&*C`ed>Yc%Ut}1NUJk
zH}Jy%KH@UIhJ)E!|4IREUL-yE``hm6+gq;yx9fXyme{6zTK329Zuk?&C;sl%s)cT1
zsxrU+Zvj6t$)FH9)HU^u9Sqq);6z}hC~84EmBbSY8o>E;P(*p}B}rD{1t1UQ94LWM
z^CQ>xa??N1uM^v!2mwL35;n-p=;1rc<RI=>q9Ngymi;!N{FCGVXERTWfBOHsnP=o%
z@%_;2f1n(;owF}F<UdFEq+c=z1FtRgE~|3LM*yTEQE+c2^Aj1aIIumD4bdzF=57?f
zh_3zv-C|1tzc$dX3X-_Yv22EfiK~F!fp{2ts}m~TkE@6O<h&#&JYpFZtFD{}`=e3_
zi=0-@JG7%8#{?p$<{CIis5Jk{FP#55yig|Yf-egQ?u(N!>Y0cAW%Gmvk^s$h_LvB9
zo5o~UjUAA7<XY+sz|j(4(H7Eg_ow&H`~+BR!+#wa`9B*J!t8;a*bou@KN}cv<kszr
zQQj^riZVy+uO84vk|><P$$xa=n2}4sjxU{@40Cpz-$GU|<#rS^0wSM4({^%cC2=x3
zUE~6fCypofpALSS*miisF?_g0hBVZ5S-*(PeY=ZYmO+{O<oM`ORvyt}GW%P0t-1oQ
zQb+||kE-Y`1jUHU)9Fh^ng)QbD^yBtOl-9^O)HHljq9ZhZlHF*y3gWOPvTWi<NQQS
z!fA^8fzI?;U4bg}!IAp>vtY88fK1ezWe)N*D5x@(xL`A4j2QxY#gQkiS(%!rt{h*(
zG2bEdYTHKqwQuyIMpcJ^K>>|;V5iF&>(22H5{Vp6-Q~{<RR&>mm|dsbTW8mrOIF^t
z{H))ELWdgnShT7+On!O$na$t25!xOz&n^_bu{p6wRZ1_l#P*Z}ht)70>*|DCB?w=l
z;VoR;dX?+2mE^n5sw}X5bX}<ow@DshRn;H?5ra@ySU=R;OwI4(y{Q>yjIR;hs-Crf
zkJ~n;%mZ-#9&hL+!Z)634h8Nd5<&he)8eRC*AZ~aw9kBuK(h};(Tv3KMl}InAx%E%
zXAC5mjutZjV5f)qs2fan`a}DZ(_0sw=q}Xqy{*Lpge;~*fF;B#!-8u<cZ|B8OG|n?
zukn?e-Jw0`I!;X29TOOqA;9zN>m^aF$Z2{~^%Dq)0Mp=m1z`G?jY*M_U_=Z+n2AbB
zc@+|V(9@)L)vozmMIhsx1H1}-Ud~_f4KNU;R4;11)HBs~fD{2P26IJBLa8VV;^EN&
zUPvV38IzZ#pNheW*mPb0Z3J>~!~KgYpb&at=NtuEZ6-wka6){gJ5Lu7K*Ez?mPFok
zZalJ!7=^I8lQ}Le-CBEEdPlmb4&B)c1&W6ehi8!nZ_TOz9=9*Ma-x6W{jGGM5Ol9$
zm2xW<vW1AIsV<{x^AQF$_|nWAVkiL$IB87e4Y>D$8YS2i19iZ@{i;!!53lyp!5ylQ
zC;~m-_j|jR`eDr5VR(4yLW>l6QzZ&<IktvZNLE`8_$Zd}^QW9r3^{@Q_tOu5vl-_#
z4)tzAf>v5H=h++cTn^SX5FP!I637A!1?E$12?1Ezo*Q|0AXnln{*LK>gT1G4Tq8GQ
z1KQPPRHjQviJm}i0$vAQuc?rGw_Yz$8F!fEFS_DhCtUn0aXSGw<6IzNdPLe}lt#dX
zys7`X`LD2-2r&Y4(fAgoft|GA(d5>$4%Rn&kIx}k(Aau#!&jpMrH)3lToIcRA;yj!
z5R!pIK)}1)t^JE%Y{9h}6&Q%-0~1GX(ynNZWSl}iRMN#nRS21#D{H>~dJY~T5rhm`
zUHMn0UdNl7wYXuDU3dJ)z!qTWPZtGa*YA4N{j*k4vx#IgZ_okF+s;`^p+UX0XYQbR
zg|2|BE@8WpH+p+}hZb%nukcmY6KZ=hG+S*(KKXL43~S)9SzW~o<SHcrF|AwP@g(IF
zozDEqARQd|Za$*%Wk()O1-E28{acyx$LwNlmxECt9ItXjL_#9GaqgSsDX{eSk-$Kr
z^_#%Hzs~_mDhL?`F?pF%EVq;P2>bS7Fq}bkmU6IK;0L8mT_5;LfFgLOzzd&I{!8J&
zO95R)8@+mDgMeXv>p;U>{u#Za>rK{4jhny}{`SXXV(yg~LgV*N%v+lrq%wo-`X5^h
zmcW=Oh8G+y)AkRiUe3r#C5V5!^H-ntta`jmzfx(rRcYQhxPIV3N!5p%mu=YEiYBIf
zi9(j8-{w?&Z<LVrk+Sbh#6KwZxnq}<7Ps%y<)<(Wb#T=ub=OITRu1GK%?4x8PyG~=
z4i9Xih|2np%s--TODzoK6!0lV(sAZ;zJXCl$y#H}P*BA1z`#4f2x*@dU9k`~n+RO9
zPYYdEQwTZab)!I=`!>#XZPQD9i)<Mmn_oF#jMtWZ%7THE+V5p_pZ|<=AXipYr^C8d
zxxcNnQ2Dc)(F(IVeJ4bTVhlPdDa3X-+9R!~{UDN+M)F3DUY@YnQW0z*Fcy5DTHJ#S
zA(Z2q5)#LE#{RAFmV<?tWiVA;#YU|V#c}}A=*Pj(td<6+0IJ|^ssGrNmvxXA`L6wd
z?$deUtT^qiQwnbkmX@V6ZxaNB#Um5KDgEOV33V1QICx;Gr+zPEsZuUuNh5TJeA!RF
zV|r%b`YFsBb6huh+C2=zE+<19TDtQ$(_Ct5MTgfaz#hYL{5Q3yJ7^iBcy$NtTLq4r
zyKo37<T~pX@Zw6?t4s=v09ww{w~y9qW<~Ia$0JhBP3GF)z4=HiN3V%n?M@HHIUPw-
zL->B&Crt5vk?;_E7IoQt{l#EBfd_6x&Vn|~I_L83Z02ZK*bEb4Zg>Z79X8(CFFtSs
z^@5+rz~7C3die*^?Ju4GV%q0@Yz03$c^d11i&<XVj8LGp%YD~{eo$1kYA{+}HZZeD
zgA^jn#^)D2xJTKrv=axZpMZ%RkIW`-x4gO-lScdlx`2XW9X|NhE0;sjD<RkiCZ7XZ
zlsNtB)d(7Gw7p;VLsa;ErHcxzx`c(2XzflfIeSzelhGU88~C$rZ|(;$69s6VpI}QU
z6%lPiOB0t(`xmO%`drXUF2wPyRZhipl;2CO7c*OW$8&;WqP_F`B$e`XdDTxtHD^b4
zI(OBN#L9A*63`PUp6@;Gw-PgbE)`AUt7J!C)XS};hM<>UC0RnZHVL05#!B@rcD%2d
z+>AtQFBV7ClN<4u_}BH0pF)S)p_xJeuOy>)C<)%h_Q&PJDyPi%J5`hJ_U*U7W{;k%
zBG@XKI9{ig29<1rgRPD$5xLWoGRc+`^zS)<>vx91y3~GJrfaK&h42qweCpx$>E7bf
z=+*4E=D8&NS{b6-LZLU%o4C31%+kbncPOXuYr2-6g*lY=iud;q?vJ>cSTOhx-|6HL
zYKnu?c?O1{ze`e~B+BMW<+-Iwa>&HVr1{a5_diT&RWG}C*3DJtE-|Ex=UdX#^>m<#
z6p%N7g$H$NcJNT0Q@)|Fij9&L5^Bk;<XGEA^)8A$cSSKeQM2F~miPwu3v98)tU33j
zCRZl&50*9k%G#UKm^y`7t-0k=&V0Mp?<2Epa_YJp`!pBV%E1Fh0FaE44F-)cDSK*N
z6*+$&#i^bGO)i3|!&vp3SYKl=3F%ZMp+4=o_TTRjl$)q#eW+|YMB+4|6tLl(b{r@r
zeC*t==`5fjVB&BQQu-UqnJ0i!QYnX-8p3~8R$!=W<GGb;TJEHTz56SPT?lU-Zz6+i
z&B)^t1&zie#ihJl@#LLwGSOQ3xp5<?oUuEITY#r&&RG^iC^h=gEhrFsuw1ueo+o~a
z`g|lObz~+%?7Sc^9ap=7PBbjb8U{9aC$)bg(8BENNRjPm_BwA<b488}TKUr}ec@!4
zzun%2=TRc8*1$qYg0;;`UI2>4`e%8F6PGJZIpN7iN?p>a>Z%v_{l(#A`!5cEO3VPU
z#rVQM0udVDPbwgZ8UC*lB0A6TqSmZ`yosoPDure6z$n=cZtQgg!jA^vZ=Oqbz9-A9
z%gXd|rD0-eT$#5vSZ^LRcYZw8#!64~z$g&)1YuZ!-+Y@W!y*{@WKdYr-Y4i6^7|8?
z=J!5ESQ-Z_sd@Q?(7pR{$xubCGY2&y_G)yPMiDqjKFB@L9L+_!2l2PJh_i^oYB-1b
zXZhkJwp144KMfcK+(-c@AJOH=a0|b=R#_h1y3e0zeW{lJ=1#;Ze>CBg(Taf_RwR;~
zh{Ww+LA9swaDQCbcC0f^y`aS^SI)>=n_B(jthJpKayG!dY#>z25F@02lC__cJFZum
zlZezR5=8l%e5gS?{?Oaa=8fj$YN8ZC2e)84p{q6s7E_bW5BIkln5fKb{qpnmMZ`}C
zHyJ-d7Xetsh*6qpzZbcOhDP7Pw{?=YwvN!qijgfvxp)9jo_Z_1V#5A``f$SznfP-V
zFceEmExJncRBAK2c?~xy!pi6v7;GBc;x;32a1)8_-PWwfmIkN%-FLqz-UT4-xZ~g;
zxCIH2+M^kEHO8Ie^hdbQ`|4laPUM06FNPS}+mELNqS^2X^UoO`-JgDXSr~T?Ny!GF
zn7Ed&$V}&T(`K_&h9KG>!EcTy?9?G)!S+y}#hP;@S%^ju$kC`kJb`6QA-P9DJVDuN
z#xnLx6k~~GkvPH_M-i!gctzIj#pevRN2<Tm%Aw0@_JnH=1`;PeFZD7DkP!ABZ{LVq
zeJMN8rMULRGhLN}eoOgnMXs(C7S@{+y`?qR5LUv7UqY@=#eIYae`v*xDkNF`-({}`
z9}pFZvWvdmF7{gEL_OrVzx<ws!N}12ImSzHrqNDES;!!qm3OX4P083?$wT>^LxO}(
zYWq$3ergUu2&^86TcRD(&mn;%{4tIm8t&ms;6_17!Z_z-$q@7({PQ}LmlOM59#6Cs
zg#-9uBl)Qdj9k3=CgXerwGtDJd9HLlv{8+5(ehDT&22dR4{@D;y?66$Wu}&Nm)T5V
zteKyQtHAhng#!WyrEdCov0=&CcIJoazLmA<A(jw9jMF*X4-l-hiVjYg8YkZ(D?Vcj
zW$fwsiJNZphw^EjvH{89to!}8jxtZ6LW@TZR2l*ZsGt1Iq=p44Ly1p6S<AE7Mr#(O
z(O%n(GxlT#6*3aqS%L{#rCYV&jOvyn?=+*Xj^-7gh!|O4BU9r<jp?Z>gcuY%sb_%O
ze~JDBq2Zi)^{|l=5J98pA+{M^GYzeA9)L{8<#KKBKw|V+<!_T)+NdrJL79Zjp=UfZ
zS+z7T_p_aJyA-Y-0g%X^PkYMVFq<QB<NFc&8TK`a)2-|zEl3ku<iVnW#R{QjH_I{0
zpFXikZmXuYY|CQ7`as8Up1gJGVVsz?L$`2zZqcQU(xh0!?}qDw7Wn$rz4L4N$9HY8
z>z&JeG7)5*6S066uUr<|YVEPAPrQeWFkLxJsb2YHNlR5QzVsV>aaMw=i(7c9)ugc#
zfe7yoQU3uArds9gbxRjBa+1@qFTr&rfR^Fmm2J-uxM;~G7Q~q?tLDmzx<4AvcEeud
zgQa#(ONkqX(@4-|&*)sK26;S098B&UK=uBD;YVeyM#ElSARVb*A}I-EoUJ{_jE<`Y
z7Mv^KY90xW0Hs56PA?x`bVUew7|r}QdL6^>j^=yhnX0Mf9v-hEcOI~C;{UEKZ4n@A
z9W2%$j+s@tY#O%8%F9CDr5fCcanv5&UdG~nFkJO%sjFrj=JuZjCna6XlAbbs(VsO7
zEPzk84TebI{yFZ3%_fPNe?L~cZDG2Kjm?#_vD>f2F;bg=m;VFljL^LO2Cq@GTal_O
z`lTNrOI+6LZ#S%vu=xCpte#}RW{j{peg5nLuQrfRE<^`+>-{ah!j)AMVAlIvU{n!*
z@fpot#PKr91gj~uz_2-lg{~K}?sGc_N+WXe0ooa}f@b&#xWPCIkDIjr3lbx<$arJ*
z@Bk;+*XGKoa|6tg+~BtltxrW|WX-v!SJ+zxv4A~NN?mq(2PcMruovaw(b0{7mqBM8
zkJeBPg8$ACJ+aWfjwLqyF6k_U1&A>J*!&M^&ft9Z)Xn7v@YO@h5~i00BSWyr^MQ`i
zNP2G?QA;8E;0Tr|m;haeIF}(JJ2BN&cOAL8prRjhhFEyz*Ipvx(3zXZflt^z_V9{S
zEddA4^}Vs}JKxq37R^KihNBi0LxNX2biYj*>2g=Pc(g$dKgTXfFQzZvQGnnC9ANxa
z@@#s;lKzV8yW6mFm{9DGU<R&)5Ed=F^%wE+`BMaN_{q?+zr7jUE3+{9yspkju>D=Q
z$^cub+K94E!*Uw)y(-E=6LkpT3FGsuG;Kl?3^@_i!ctHiF(*pP|Iw|U<<|mlmGtxe
z?qHB_7#iDb9&{bIbA?G49R_nwHTZl3$#JFp_*85sjGGj$Hdd0Dp24Ilr|P=O9{<$$
zm{yraxO7}<vu>O45A;see^YW)PbZE3qtjIxDrT<TPJa<8avC9?`<}A?Co$w6hBkBB
z*HnK`p+iAK_fB1To>S_rffRd~gU$@}@|)42d{ripgFF#JrYXi?)d^n6F9|l}P|9MY
z7mm;ZDw*mu64s4T&$)wX9guQK|N2%&PUaLc`mbwU&mW`HxfWi_N)nS`%d^dGGXJh_
zbR<MK%f%eMhI^xZ4m^`F^t5=_smrX+$b$<-#_){x1bXG+{k3*mV);TU*#ncWv^n<v
z^en8;r{R`Q98N-3zXkqBam2qQ+)At6Y&KrH<YC8G$99E}`5tHkayRbpw=RDR3XiNU
zr3@zlaeoR^0@(_!kIC3|T;v5KQ7TcAAr(UGkh{Bbc}EYpcfzC<P9Dh^%Kr*&%|uAy
z1E%tXP)XRgzrlBva|mpAaW&g(_l}m~RF7VHK{E&h>^%36&*0j5$Wh`n2XpF0OR}A~
z(6gurFZyc)p_bPeoi)o1U7pXf7kypQ(ie~7eFPj|S`LlMvw=eacF0#<2%KO8diUU2
zaU>Ekd>x*wG<A_EDG-!58z54%w@~If@whcy&GHeiJAURT_-lu<lke~tagmwR7P*ru
zlpHX6wxFMlc)faBjHE|{w%$(X3bL=P)rsd43f<F`OjH?1{*|nM1gaP66%4i$T`wn8
zrd9KaW%EyqH8b$`O@V;`uGO%(s7n8&P6%bX@z&Q9LuwREO$a{jxxM$`4kH91H4(-}
zxfakx!=r>NVefHu`J(1b5gkfR)tig8W_4pKYw8u-A!x+K8#CL%>_ECxG#+u`_z$G5
z;U$UHm({%(Ks8}tG(#?CdUo;>U*WQy=-6IB&M-;-zgx;%{Qr-Z@{!ACfKI{@cuYC>
z5A^(2K&`{H#|4=Fw8?6aE9{ZiaUE06F9RO8oZBUy2MJEmO?|+w>7#=1Hv;A5I2;JS
z4PHhx(H;p{cPDssKTG46@VC&vPpBgdz)!qo%so^1yMDDV)X$*4ZB9T`o9`!~M+nGU
zMYgdi1=!bj2+VCFYQRWESJC0@0P&8}J)0gP8|HIsZH#<OSjG;`tjA|4j+&7~mM&gd
z{WHbE+_xbQteW5;2o4A0keNzCS1$n(^F?Gh6U<ojQQ-PA#(lY6MmYikSh^bgP3reg
z&=1*#9Cwbs-uDvENWC4sI6B-@R;>rra=<HV3tvv_LSzaD>(J`gj4iE69^TV~TsAx1
zHkm=e9#;qGsr9%>@bbi8fD4m4wYlJHL<|4c4Y$lsI-QL_&*I{OAYTWS|I}H{45W%V
z_Sr?{qOWP%3f#rT@_jRsR&>GgnGsSE&NiHw3goqky|IE!I})NjcSf^!r}z@|_~btf
zvvwwYWCbFM-M$m?>k>w1$?zU1A$1^ytCKvvCS_0>P>C_o3E+CioBUl~GplI+EvrPH
ziXf`Yv90KSs`dLFT{-z+RFS(7vnD}mw=ZLUgDhIQQJhkrAO(XQdPv6V9;(<Mw`TbS
z(@1#~n7X3gX<j#?&NJ4~WpMg{=!jJ9daBsS<W#|VII^TrnL~EG1TNqoa$w8a?I$^5
z?J{@AY#@I<1)%q~Z@(5-p>ey*Wp9jL>4!~7hqrqMiO%i*W}v|@1PP-B8Xi8pFXoxR
z&3IL8z}u&$n*2dd^SzHu4-(pZgN`!~(}3Y%tW)+0G*+zEokYJ(zJTr{X&TmRbwDX*
zeXYR4LYTZ06{kcQyp1RmB<StN{Il_v;)gxA%Y%F|XnYg&X|V3;!JALy&Bu;Tzio9p
znx2ejH~#J`vd^*Olnydi_XShb|Lbx0!8v%kE=h)fO?5)KS&X*e7}qv*^!aFc46}aE
zo8E0(<n;VnjS+J1GslP!>LUsW@%7gBPh&u;w%-eu#fov_-K%{)4H9{5iQp^zFU^Wf
zaESVA=l3sqCYVXx_?6cu)TiI{Fjh0uCl>%%AQf~Fexd1{g1Bw*YKBlb|G8K-5t{E*
zg-uC{xs4hn^yGyHl!m-YJn}d~iQm5#Q3ol73I9(+Hw=Uj#;!}x<XEv)bbz80w7y?J
zceLcg@>i@IZwbFBn5$y^`k1hnL>0@OV1mdIqb-c?z2)UCe1kA7xT40yIEr5Q9|&o0
zaV!NVk;&^y1bPYV%lK8y@!o}K9E4#(9{i>P%Ng`y**#(5Xo2Z7_ph5#Mt1y>2fQ|c
zr>rEN89x5dv%jC@v#A%r??9)cTaQmMc4;=h{ER@_6|slUsj(i=WfrK1-XZZ{a~@FC
zhfMKvnw25EW4a-i-N>>u#g=r&#xc-HtbUGGXN*lR9w5*3FBZ3z*&3gh@Z3FmvEtG*
zC=M21_Ic%2uzy~JNlCEVU)>EvOCr~|bR-x$Q{Yl!uJy!tzK^8Qp3c{0#UHqCNbmyM
zL`Vk<q^8G#E)u?aQqS%m0aBPX!o}Oc{5<37e(_yLRu=ef*S8nf5tfwQUtbJs@PUDC
zH%<|)a<-)GiwnetA>Yv8PK(}n6iF#GzWs@MH<8`n27WLGw8M0EsY)1=A&lK6xOWz>
ze+VgjdnYa5FW3!>MrYk}&ZH%To+-0&>Rj9NJxXRNpEvkigbR8AL8n}HV(F=h>2rBa
z<-Y={5PV5lc<klUQ#T5)G{Vv$aV3s|jL?Yf4c^tgKeCxKTi1|5H$j8gX~XeO=XRo8
z>~}Ki`RjQxMy<hb*xwhKbZZL-y97Yq_wcVaUojbYqu4gi?iK+wb`$TX!^#vFeb?oT
zX|Gstem?g{38cN{-VY({RUBr4O86`wyUC_aOie7$UrV<~_|+?|kH96XmwhcD3Gp{N
z*H=9~qXLCZmOaXx&{yB@*4hq8D8ja~=GHsB<Kn-8(zT>?Iva5nej@BDg_&1Xp4fh2
zoSPlZQ4{<0y<D?2E5_9mY@Nudses_3BjRyJwykSN%?o!{&CXTC{*^q<l$c0Nexz=x
zB#BIvL9dkjo773OlALj1{U`P)&z=0Za!UTYnqeipR1T`}dsGX_cL8tn^D~LRD3N}^
zXc&z5{=z7l`yB~HEx*M=cI?WikeDi8ks76L!N{7%fiad^YK^E5!fn4#zRal3)ZZA)
zX?sihDtuy~g=HAuQs;p*F#V6Xvb5}7>(M&$@UVCfhpSCfs91p7cw9}<t`@)L!{?EP
zg!zX?V`oM66s%Njp?4aocoxdZ*rTO45aQC9wB&v(2;y(wNY?t9FWw-PT2?R`3Zc@9
zf^FKH@3;{fF6-sReydeumHACdIo!!jEWgf;`9Riymy@)^yaJYp6=vbc;OO8|zwm_$
zY|%evpB9;~F-7#vPPT$1Q(II*K~6M}R}MX$b}+TvN)3`HTh3jEAu=4MuWBl-w`Cn=
zZ@i}S_q05z3XvCH=QAgCuoXM)6IH#%Ev74DfpY46K-dekZKi+ulATO3*!p;T9{m+Y
zgJ%7s9SQDL!5!p2H+*$_6T$|Eq1h%lT?*S0FHKslO+5G;?VGMHgg}42uNj`Xi4CU?
zovPI<rI|o`Z40`i_BlPAL9`<<Emf`c3B{_^^Id6ibYH#vu5Mx~C8<L(E-3slhE^DU
z6PH|on<5_;1XQM-IOv|Ri@HbDezY=v8p;pMap|zIHO1|?q74*!7ok{G4@3$hj;A1m
z*?*{X^nURlkbNicpiu-`qA_6${{EM4nz3DVyW+W0r8pD`Du%5?GNrVs60LznkF-Xq
zP<RL%s)~f)$TNNJ3WmlHl+mYJJ-u6kG!_QEm}{}WGHkMY8xH|$pJ(|A4ldwBYM;`6
z=vN)<j3n!H<~^09IddVx1{f#kVH1*FS|Y=|0yI1uv4tP}g<9{tp6EMH+$!<c{@&s}
zO^c&fEB(0tibk;9KDJIa?ZCQ?xr)(1#wp3$%kGjVx+ahzx|gbD0yu%y8}TI_6VfNg
ztNjHBy<FnkbW`|Mbu?na1-9z+d>a$QoCCiPyl%>oV><&}x{tKlTZuSv3sWiU=1$jp
z6-}QgG^vEe+S~813^^;yfnY>`+8RLWxcpooiyOM})Tw{}N5nDgHA{M9t$ZkregbDZ
zO&3qeg2{NgygczXS<@Zui1p(T*_*iUdr+*S^5&zekHOnM-yVEPL%vvyX_>Ra7~BZO
z^z4@&2d>~JjHKDAldy$|^orSa#EeUXX_lYNvnR)n=>>Jl(i-Hgjp2Xp{W!WMRx_YO
z^yu@ov7TQeoZ+0*LtbkN80Myp2Mw$)an+5<(7TA7bWpm#83$)=zA=TB0wlON<>9g8
zQv)l^*Xu>UBWGIYi_Hks@AS+W4*SgSNiF`IXFq`P#^kmCsX95L(8>7?sH>CHR8p8@
z9jVp%*1se_%2nfDv3I*zOm&abrCOVNOR9<N#pAJ8(U#YH=-W$FO8$3-pb*dbk6<DF
z2bisAIimm##M&SsRy!wV=Sp%~JuAXo9@Ty=TN1WdE3x?}j)TvZS<1UB|1WtvGq!G|
zd0yObcN%cwoWf+Mmy6K@s@0d*9MPAVg{jrY)#nd9EhYq(RfBeVR;DA^ARm_5DXvND
z0p1O&#MVX7(&7ko%WHgY2So--y|z_3`}CsLFuUEuGqMT#2jZHsn|11Qt%q-2s~YqT
z*qXXgJp2_-M-0V)RB$gg2PVWl3|&T;up)bY%vs#zO%+s*O`wSwcl2{`BUd}i&1hb|
zcjZY0ff4*#)1=%*WpJCI@<XaSVF%_Xp!uDnB>_ro?vM<*HMI&AmT}b`yN&TTEfE!Q
zwF$TwrmI3T=Lb`(LlS+iEj!m!X32eqiaI*e2^vRZA1FmcgM>a-^IKlr-w#bH$s@jN
zv~BR&x`JZyvLZ@=xovef#VDVt&r{RrK8Fg_+&m;cqK_cEkFkH<tQt>7(%r&~n+{KM
zC#>mCuegfANL@`x66@sqsMyK>3*{fEpu1W=o;JQ1nm|yEo;E+?ulP~12Cc{D{NesD
zK+1l57XZ|@DW{6w%nu~!`o9f{THYGCh$+CLfky9YOHfJI!Ox=(iZ=vKe0)2}GZm=N
z=8X(H=*`Pw(x2LTWsbd}Is_RQ!9$91MCzfo+*c0)&L%8}<aXlX<Fh{M0Lezlr0%Lw
zG3@MpcpNe_Lw~##D~M=YF6EqFt!OqrTgT1O(1BUX@W`I73Rhyy>w9W<(EYvSyX%6@
zDJ{@GXb(CiNBHVwf`*BV-8(M$+i|-Wo~TI~JFe<*Nmt2ocdm&0!E|8V5+=&H7cM<L
zI3>R#fh4K_o1!#&Hj}C*D=RbKDCYTSj-^Fmn^E%Te)x3F_PRm%?)O=GXX3O`>f_g<
zD=kQO8tiFQFQ}N5pg>~hu&|_wv!`bt&v0VG-+%bQ-(E#BND2KMBAYdv7$E33d`akX
z<!#Tg=P*mpAZt9Z0UG1yShLf_d+v`-9!^Qk6)g~{`$9rV!7&j_OLtF#XIO)aIz9vn
z`briob`9i|QFJQ}wtNsFi{$#pN)SVtswrP)Y!NiN=uM&m3uE6*Ic^#_s9riw7GPG!
z+HA;8@Mlu*)7rNWQ(fqmFWOcctI%d-?O^;o!rJkZP#g=3{#0E`|6K~vk_4ak&oRdH
zFQmW9<uj+R9LaWaHBhok)Yuiv*;vy)LRi(y9TFu$MIQqRwGhw>z0R*(QIUVYgikv7
zg(>iAehH)afG)H0{-Z5Soy4CwnLM<8Fh{ldE#mA*&)+9vXpDiAspKIZ9$v^bo3iSd
zfR&S|(P-O16-DFz<-)go6q!ZEsy;+j=`^((^N?lH=qU4RbbjNWa73YwRhxx|WqQA=
zWXo~J*D?dC1V8M01ntqCJRq`Fb+&_Xx0IhtU9t4-nDb?R0<DvN#@tAW);gxkiQldl
zHuoH5iCIXG#@Oq7pSaGH0gpk^|FY*H6Ce)fDrJf6lKY^e{#^^q(4kLEe7i}nYU;DK
zMd<lqv99~`&7I&Jej+>iVqJiPyTA8~>O11sq#n&lJTPb^y3>1s`(7gaGH}S@?%D$$
zHPuaQZ1!k!lSabtErkF*s_SUFp4Nc+Z{S||8YTV8F?^;TvBq8{Lm{C0lma9P3J0%~
z&&`w}f*`p0mT!pNEvOfBtY2Cmt;d#OM0ro9V%81yGB(+ttpViU_y1&&|L=<>J^cqM
zKnaZHWtTx6Xc44`*}%lb44+MAB#BWVpXlg&ffM|H@n1mm;(Xdk5&~qgRQ!FL`u6_X
zjt&A|I#siI>ny<eM+XY$K}H1Mu1BLwz4G^#$;&#VD}&g==VdVLA|cpu-_NF&yT6gR
zqeATA%c&3@0c6)mO%OY3$m5{?&&Nq_;l1$;h-wv83^x}6DLd}jtPtJmnK#-?Ai1Me
z`&Q))P=5WPujj;dJOjHzoLIH^<7A6+o<eYi@O#7UC-j+-w~M@2iystNQ;CU5*z(@7
zc?e+Uq!NvQ5L*4;e|F;Az3tTqyo73Hsp<!P7amDQN9$<vjCn)H20o^4VF6i(g@u)Y
z#Z-}yV{||q?Ygt&U)2$;rwz}CTR&CKrF1CjI@0qNIJS41*?uZjo13aE;G<WpvT!9X
zdcq)E8U2Zs44{$>hI!=fhnO`!@-VXMW-E3~F^<0X&_!K>Ava(T06ylu4s*?km+*46
zQ4T2!{ecWQgJ?!U(5vn^-Hp&>Y?tE&Hc%A+07dpnSXK$sjX}4|o&GUwV92)6fi>76
zgB4?w++V&ESugz5c(>){WgqIz_dc^UDHYP{<Q?-iC!=E^WZO&jL-2gQ#5x`V^YC=E
z4mfnzTk?bKcXa#S#{iGW?GQ|*s8>+t;g$6N67c`eBBoqh+@%j~I^6-zhA4Cc7W-cl
zW$UGvu)0>gq{ZshWqJ_@tl7~gfi+K}PP%2=$0B&q0R?b}Xdw}-$SXhpftc~&{yPIK
zp~hIpt(Q<LTH*c?PVyFE+mn}jo!5>QCI{;(2rf)3EF*MKq4qqb(L-8)_v4QDr1T^@
zN%rpT_hh%rI<E!bi1Rf^qx`@s9f}0Bn@GAEPa2%_z!+LTD8`<sc_dx1!7d&@jmq^6
z-G#c$dmb@s;6nuUqA2E}X4}IJoqmO}#1$-y2X;X)UHVhHxv&f|_2(hSnf#IPGZo}G
zQLllXA6_Ahk_|50Y89Ss>s?|LUs>wWzCPZ`%%`d`nTABeaJQS<>|UV1rt#@U9CTef
zprw4Dzssi*8FT)Yw8si9;g6q0p;<f*z!&<V@_FIxNjQYe(zD+trg?e{T^SEWgt2dQ
ztm2hW2wq=J{g~Pq(7Yj-P`<|n^lF%j9|<3dEU$Hq19m{sychZv+M6fnf!FY}eRSaA
zP|H7%nB@?ZSMdM%nJ*EGsQUj$0}I*R78l1e6mG8P#<O=1V@}W6sB!WMryurm`?NHW
zt&SJ_hN;Ci-TAB=xZ)$L5+~L1-|n49Fmkz;_ZJ*rUo4);fzh@AZ)JaBq%j{3@_&#+
z0u~9%^(RrU{tfS=JFDOCh;bfdK8x;Ip+2?@+_p;vfsn1S@`R`#y&7fk*jwF)#jLYZ
zS66TNFB|2NP?yMb=+*EGli(`2ddE|Q==8aS(uqq?z!@NyT{gpbEyvc;V+wVBBiI%4
zpSxM2{c3(0elQX(K`y|OhOz$ObL(Yn)s-YdfG-{7<Rh>wc@}1C(CZ<V>9&cU%m_P+
z5!)8~>*ZyL93)+T-F?NJF+_V4!gS#8a0hK@&_(@W%k${{%&|>3BS}CACfyf7d3<Wq
z^Br&&w8SYTU_p2guS@72;^(B?WnCB5vLxYfBSB_r&NXVoin<!gtFDp2)<Td}b&_qz
z%?zs|W&eA9b#&aScDhO9v3I4uOqwWli^Kl#HZ|GSrabB<jc{P}P13z)nycklBT<^1
z)(1w35aCi;q9|?(ok<E7y0=%7A0TtQX~C{aZ<RLF>yz=%S2*6;Sm|i9Zcnji^<QU5
z>X%LQen~%pO*Fh00kY$Qsk9fB^|@gY40k~!rDX;WtVC*TcAuH-%9!*=T~(!$8(9%-
zSm_4<FYeE$8{hJruIho2GvSV#Y0llZi;c}C#`p1P8J_x2lN$7PS=Z)D>8)=ps*BB=
zP<2W3q#b^r7a^0G9wJg*A1w(dP+SBLv8F`L$}x~sP;bXzwz(n76XzWkaavSGM^d1(
zqwlhFVt|1SW<?@~I8i#}58dbfW6Cy1yjQohG+hVfzF63=8d(#i7t#@e0myW2XeMC>
z?r$H14sTk)k#A5pfgQV=;ja($>MEgd_;UR8xbMe!paQHwZ{w-i2^+LeNs3O1>ishZ
zeqRiH<%_&iC~V9nG1GmoXY*eC>7*^G5T*yiOAKh!#^a(PnJHO&8N7sHw0PtG^s1ET
z;O`RFOuz;}j0Sd%IB3%$6%e?0Y-*+T4jDplKhhC#q~*ITTwQemrgE&_BS`6HV?y+=
zg7iu2Z=ZJB21c=|W{%H8!lT|4cHFuC_dqYqf)oSVuK4Q{6T-ZQgt$j9A8SA27wf5g
zo5E(ROhEGj+|Rh^%!R(!@J4a)iJ#t8L_=*y>M)h(?c#!jXqX7NbFf4D0l<2)Gw8u9
zTLRybY5`C`zE+f$dlxSoM_T+Xh6kAeq-wrGd&gM(q4Ym_Z-Wb_Uo+#N9qx@+NLuUg
zg`g`wiEv!(M}iT?U8B^)TU%E#(fr&`mCzx=-}e3e=}LL5^YKdw5C1qMYB&&N@cM6{
z;A+?cGp{j93Fu&^i3B8L`3U({&E|Vfo`WmRMfSX0(K?_sFj5<0N4~Xeq<s`f=i%)C
z_Ngcumume&LlodQQNYHAE*&gPKhU3%Q~w?SMwGqa1Jxh(Ep-{O7Q`WgKkx0AtxH?Y
z3GI$Hr>8SwBoSstn=@J#Ti6>r(q4%a)|)h~#|7ZeAh6p%-5e9$_bTY3zuCBi4{Co#
zj>AUN*fl8)c15;ER&H?ZL+8KHI8qTWI3Td(gb7^D?~O6MrZPHs7%)$kJGweR<}t~d
zKKZGvQ7KR##09My%ioVzfqT)Wb^7oaLgbqvZp;S{E+N6lo91xv*7${nm4?6PXDlw?
zgpAs61gZ!d4?b(vGF7ccDtJ?WLXtXP(g3)VFUH*N!|1t&QZ_#3=y#*n*J~3wLp9o>
z8cTA_>U~GbK{u^)yd<uRyi=oSl8d*u?XnyaG3mfx{*=Jg#Xq+jFQl4qzd`IGiD&F>
zO9ZFZ3@vk{9KyL(qh=n;H2bjE&cP;0>TAwzRJvh!ORR+CV)pXJN~_Ieo6J|R(1K`(
zJK#!`iy6a=GM4tvgHrR|-F(f(zG4zXCZ9gv&#FLl#a{v#32n6O=~%(0g3oH@{Rfuv
z#K@0ntND3s;?Z_}I;3qH?kwS;%qgcj3@x)05_jqv8p06Qg(}9^Rjlk)ZlUiwuN4{S
zC5`1=gquhhQORVZ*?IGbuL$)IkVFQ#QCzjF2Xln@8$e63c$JiIQu^Dr@bXjg^XPwZ
z)_*%6fd^V<SBv9aoKf{__8G9roE$)yzT#&-mo9!P9Y=mS(MXpEA%~S#rpe0M^%TQA
zyTR!6&*B`#ACisUq`UfiU*SHx$A0)=|CX;c#Y#!B%4NN>cI_9fy8avCW9vD>qdYmN
zuLx;Pd-Va*kM|TyD@v^=g}IVg6OE;a@~Q2NtUp}rK;2V975JBilDsLH+53cPAFvQ9
zBGY`YrfpksFBKy1vrF(#S*zqy<S}y*$8)J0I3$h2Hj?TgtfO(SLSPVkmq(g>Dtn5m
zxzLU?8C;L)_4<W6dbC)W*guf}-`bL_EZaAvWh9k{Y>Z<C>T>>$w_#D5?|R7qOrz~K
zRc(!dJmPA;VMOXD(!^xN)WH`9lBMaBA!gl_ulxlZpktDa@w~}LNhv4T*wN;*Uebfi
zr+R@4hUKfP2oi4l2qiyVw#iJ2j=II>2ixlq7E5-+r>E)k;?=>ojJC{5M#D87j)gH-
zHis%|V;NS6Q&j6u>wink`s<~+qZ;sC7~?hU25%ji9b_ShipV;zUL#i4W+&IHv1F)^
zKy7W&)PADgNB)|tGM|-Gj6z5TP3S;l@a0U7cjxe<(B&<PSeipiTpY`1RwB3|^)2Jq
z^OGek*3?gG>Z)cl#}6`W3hQ_T(@LF}P7&Y2_f@zG>fAn(;Et`*#=ICA<#LxK-3`vA
zUzp$+Pa2DKr`Nxe8S{@wD^StD4QDfw^=}pz*L(MUN>9ZzRrZ@B68soxd3Yt6-6xTA
z^HlQoEcyV+*3aK}_as^J*PreZk|px{O`d<CY9=s&kOi{Swgk%;Vl@6hL$L&%TD8ox
z-7V^;7iV`H-vn{P=E!HC+eR6EB#^ZkkG&~Q6Z9}Tq^w)3{g+3e0RzQHnW#}!R@7C2
z!j~4rHzxo|^60qBX;2<nM_kOW#vV#t>}kc`xZ}Sf@Mh@Uy<(WYZKM}}cAM^KVlqqs
zgEHpRdx>|G&zDDMbbs7=HAiF8AgLLa%Gvf;mow+5gR^BO(UMN?w4wnSYw1j15i9bO
z$=LDrLnH+RHd^i-iTOt7IWKdaY5c$w>~WQc*YLIT!!B2Cr`Y4yI+|su9?I$*dl$<Y
zuw^zu2Wt<>K*S}|Bly7k?n^`D;(YlOFrov;^#xbMX@~1?>6QI@?KEr$2lgr2g9cd!
zm4g81!v_9J9&v{9T>nQd;_00SpmcDwB|Tw&S*d4mvR5m|!`wTN8A<Bzlc;^<1#3E%
zyc6exAK>%<;E6%upjd;oA<|O+aHeR+w|CcNpqwZ75k-=L$KNIIt)U0GRB#(k8$m#Y
zqn}Pj7zu5!=bdk-t2I2u%d0FfIBqJ#@xXPD5Y~ege^9-2`}7B4x2V`9D<M2&C7!ac
z`A_@iCeJ~p{+KLk@q4G!mbj_E)*`J#4h4voXMSSc;(<KW`~?X7X95|L^NCJRt($LL
z1pO6-!zWt~7K|!%e%J`1)9A91#dkn2^jC9`Ooa>Z62xoU;q`Od1HTgVp3Y?BecsDd
z^q`xn)vqnjJC|pT>65Tp$?n<0cTR@AewZ{q_>m|~rT=*%&5{gB+?dj)fBEC<<;UPu
z+y}B!j%(4nV#sXi;)nVPu_CpWPmUjTCmmCK@!>-ik}b&W1{}3DwUns2qIuq52$lW(
zFYi3r-|^ER>Fw-12*j1VWlDrtZwh-q9M?AU_~-}W2A}Wj+8>k}%G9swv|Kv|Q5y|u
z5>XqC3Cdk)mW?2pTsnFoZ5)wmu;X^3W*orxNWWJk-pNFz3*hY36;y;ojd|PVYozVF
z5KvrIXZbb&Xl%*j+Dj9{r-%U{s?lfOj?c9~Xy2VsG{#KWh6V@vg;ZGBCS-N3Y{t9#
z;|{S2Fe??T#mJ%vGZy>ZfHN{na~8_`Bg?Mrn~N4$u150~S7`E#91;sM-23^g)Pkr~
z*PG2o4$4h)?p|zOr~^9Ee!TZt;)sIk9XhNxdZo%aE@u7>4vA{S!liIp)<5Hz0<(?2
zYYgxREKdT<?QfwsGserT*>{jj4}7&b-x~etemsRKsKS0Fo|D?s+)<(seVi^E-00Z?
zK<h+{oyfUewsbPVjsbZ-GQnsPR7)=fUM%?nW7mPa!Y}ujt#XtJsUY#rMzM~j7+HgA
zqs5LLVO~B*gr_jVbpQwaJBoF@s`bw2cK2StEU)J4THq0`ypi^+!jd}A=DX!+<8L<s
z1c}AfRYjFbO2oIYOm=w*R@IlWWJwg}B-H0ak7yy^0kM1l3McUc$@a-8;|Cu}wkK@w
z4DBNsRBtasuh(lTzXm-il9AZ`V~DWfWs=ainCWv;Q{M`M{!-V?=Q11lUQ9V$bWZf2
zA^h~aB0m!`*Q}sh)7ADm;)L2J^76vc8Zh!N`KB?YIswOa+aUHdsKdsFnewA<^NQZe
zscyM8f6h<m=8W<20hG1*tQh|Gt%Gl~j~`2@qKz{>IG7prbI0YpUGc^J+3RuBey&s}
z%Nyj{(f3_uzf#vR5ZNhUdBeKY_X!Je5OrTTsF2FZk;1rz^B|$ts45nep7rCks;42l
zWNw9G#m0FDCv$=mkP}W*N(}h>K7%_uENn8FI@)R+c>|hOG&A`3bI*M5_?KFtpD_+^
zF9QW{g;D6fhws0yp!Ug}ah^gi9VFo|k7FsS(MY4PL6te6JuMn~_gcM?z~vQ-?wjvF
z_&r=*c)Qfa#C>`mQRVEP>dIT<!BkOgdr>;t2`S<#W3+^(<Vpc}A|nG3PN~#G^$~B4
zWKI%JV>i}NLBCPopq=9~?Qbr38$gOxZ^%iK5IdgECI&r;hnpVv+osG~*K*sp($_CW
zV@pj%h3z*SScFxDR~L<b0hGn)0D>!FTK3`o37eQn5_hC7q6qb!u-?|MUV_XgQ0L9P
z>)pnV5VdlbBLcGRH9kl=sFyfOFCBV{7de-VmE&7S2wdhENnL-;Kaj^i`v>xzNA<sr
zxm{vTP@DehO8|zU4A&juA&2Y|qWc3?j)NpCL<_;~)>Oy8&JR*kRR6HAoxE^N;03f;
z_ZG<{AN9j;ZZ2&wXXASC;A6aezp&TX;|iVQFpws~K3+6_m3kJ{+ry2OVoJ1AQ4JI~
zB(QiB{EendoTpj`-*MUC?wt>Mq!L;k|GmyYP-sz<O#ScZ1DuG@iH_yJp#t-L=-KMh
zVt;*Fh6rDkSzb^E)c>RhM=&Zi+};8LMOZ6yE&=3yir&4yQLY>^fdJUCT1uKwh%|<P
za_)}u{DL%uWe3m%1zkOjzS>-dg|NuOE{<?w@CW0b9|OgJ0A3Loe>0yB9PiW6{0)ft
z{_JBU#*fBDzmvYA4SmTM$E}~E9HMr=E3PZ$Usk$<G_2n{&UPgUNoV-x`TG`SDI{HQ
zo-SWe4N7n%B43QJWek#Nb!Bud-%c^7C_(*JTr429b_eD9r4T~Rrb<RI!bJMbMUCrZ
z?RrH26f^<B*xPll$(lW=RmVk+aS1_jEL@IyA&tUiJW-R_B_uVoZx@u6gRAQvAiHii
zlp%-%Q7T7!+hqJhirWtQfn4Gg9jof20;}r?#a5yMa$%qa_(V~2_|kkw&~G)iXG;6*
zxGYFce-V+$(yt1)iBOsm(%x`Nq@5|6tCPcR#c8L5GrHC%s7<&VJ$Ol9%HqEiTdO3d
zjbQagDOZy0H5eGM^rikX<cqVZyxL10<-fYr9q!->!oE5mk5@~I-E|<XS1p^+KaOVm
zpYBZgRyOtMgaV(Z;<peXWMQ$6ZZ*<$-WWnT{}x*6#|};P?EUp8Gefk+7#yph$BKjg
zPHVYj6_RRG;^))@4)I`%;iv_?f|E-fR2)Z6zo$KM&EU6;O#3|Zp8pqHZyi?Ux4aK;
z8l<~>lhQ~@OE&@{v1tX7-Y6io>5y)aloTbUL%IZ{ySrO*1Dp5pbI$qxj^}#+@E<NO
z7Hd7TX70J?UNb%pH~7i8wj3gKwRGJ32A>JkUr#pmC_LHk>_^yEbmVN%KH)x{U-o$t
z+Nmn*g~7zA?4KR<#^ah@vuL^>(?x|`DyHblL(V)@>h@;&kKO_e6G&12P<H?PGk;Hz
zCMRe_h6&D+xbrA{g+Fd=*nsp!8U?4n41%D~S{`Bzz>@Ghe*Q|LxA!b0Rxt;@PuyNY
zG<Pe7D0mq_^GAbuBby}WRNjw8`+hmz9(XbMDgAvY&?G7{5e@7k>3Q=^egox8NFsVo
zOa^JVEqUyrW|lO?<(C|w>G#(^++5C!@RnOIgzruqxK8TT+|p6TfYaz#6>tUIUh>K#
z)&Qvw^KpIH8$We?Y@CZ$kDqilog*;FXP_HcS}sj|uM!V+N>)=P@LW)w=>2?`T!75{
z;657cD=T;oFOa`HRO<Zm+`YrV3e&sjovSY9?SaX)4%rGkAMczmg+Q+YUr!$<=$@vw
ztTPBTWbm6=@~}fAML8GIYTb2|kN0JDqF<6VW1DmPPhnweaKPbaK6kkZmOA3%APcjT
zoxI(fp=PXKXS(AWIk|wXx!^HYJ||0r7&v~)gJ~Oy$b&lI=fnw6re1UQ6nNiExGCY4
zd4AwD<$lzxbqowh8iGlgsF+!c3+fahXn>dXhe^_X>1<a=x9IfQj2q3p5zAy<19oBh
zb(!j8!*CBpz5+P?v`OubP-HJr30t_RKbA6<qR_{DFbIU)=m8S)Lv90s=m<k}0u7dn
zdiAdmm3vWHur@v=V1`Gh*PBZ3z(cXDvCE*-`E-Mu^;0xPFc}D)TIlLWBeX6^j1&56
zLzq_WaFwvZ-RrkMTeAqz|0ZX*k0Mq0hCVde&Pw+NURN$^M>AX{65YzKBQr%o`f2XH
z+k#LzOv>ez4lto)CWhTpF7EhZ8&yVyB{jPAjhkAQh7-NZ`CR8u6x}frGqr135(^px
zAy^dMeP&1PJ@>S1ON;Yoo+rO&ON#_}9qV`)J_=x2bM^LJcM5#VDm?hGr<q-%Nni?h
zrDr!CF7Lq13!qJ^q4BdSmSP45Jo>#=Zi?8?dv`Sh{9e|Th(j2yy@QjMbzPY+;VTSo
zBsD=lrI1YC(H3J_Vue(YQsXlH5E%(L6C-QnJa_Z1ns@ppjL94|nW`%sRazeoKOZS#
zuSCA5FJgy6(;W&L;Nrf{af!<TOstB2@S5i4)&wY0F<YDWMO{-5D<;^`Z?mZB4U>%V
z5`H5K7z13-)oDi0jsLBJ;e2WxXfEr*`aBOmgAflGrsh7{(99sh#qEANKK`NhNJa5r
zc-0+aczq0vMDy#W{;s7$frgMr{^DYdu?;C_+JGs5v~O&g+Ph|#C^4|Eap}iMH|q+n
z@#sx6A?tf1p#Iy>`pCt~L0(>mh{rp)`9o_57-wq4<K8^Hia3+OtGkT8a~rOtx`HPl
z3N2VM$QZu)G&S*pld@&6Cb2p^2%Oaeyi0#HfA#kHBgrgC#xCOkt&o%%MXaidux1Hv
zU)66s**pI^_DhUyC%o_ab`k0^guU^XTz-15100d{0w@9wWZgz?<`-$c&EcbQzs>9t
zRge6Jq{~mGqCSpEyEki#LsWroyQ_wVlmW`gE%v~VWYNQ--~oT<e4WD-U2O9JqEM9q
z`0G*ymcoM8cd7yU=!(A*>4rI!Kher^%DsM#fl44ppwLd0KXWrL*J3L%cZNl4cjanS
zPih?3nku}yy1dl<3X(6qCXQ0h_ih}9`AD-Vite%rpM2s+?by?zY91U#dYxt`v{>Cx
zJ$5Q!X!OwwaK`v+;l!#$BrFC>T`W}-PBm9#luBVTmh|aJyVR2t%pqQ3DK+IwvQ#OI
z82-rw^I!%sJ3sox{WGtp3X>wi=g}t1Ph`48Oc-~urnZ%Kv_gg*j)@2`ExGp>cVw-Y
zpWF67IgaR#)-8{CCWkTxKi&z0)b0G*?<^l13o>l?;lk)N`RpY)+&cvfI`1o-g4fpk
zM3G%yQVRd2h%zJBfw$QrZQw~@W_(9IZcFS(#Cz-%8l02xBMtPHb@WYNxRmh9qte(Y
z-1}t%A`(&`>;^c%^;hyyhTCCWdpG9{xLwq359hVZF!f*tex5j!uv!5IeOhYAV($;+
zgODsrv!~;Nd8<4!bFHMzM6Zh%nFM%-ww#!?Vu;kkunHIm6bs}4QuAaY*4=e#nRkkA
z3P$G{GyEnPwXFh`0IQ~&?g8ZFqVfnOc^d_t<%qKJcQ_HKRby_+7oq(Eg@bIkbL-WI
zz@)Jdjci><PtU8)&(BmdKP{|6E3KTcTaxJz+AqO`&WZuE3S}z&>Ja=VGf7x>zv+i>
zI!M4m!)>jBPREYV8K{s}(PZsrPL6A>q@=`{Fq1eyVovG4<#4%`ydN(ESo-LTcukwl
z*=d!^DilZvYJc2umz&0J_$fQSs*}wb+a6Yq6#}~}CnTHF%`@2%eqrtziF=h3=WM)w
z6GqHYYxma2*ckr4)N1H{q3K-Vkq(5cZkISH0p5AbCj^U?YPQr1I&!oJQTZ_THf>Jc
zpM1pmxQmO$gXD~8UR$=AUWK>MwjB2l51idV!xVHmpj2x_+^FP?R}E)47zw`4Q+SuB
zcI~8=^t<C7jEvzlxvR=LF<nRv*U-~u#e9%s@Am%1KI)5HG{#GpFO?NHfn*&t=@rl?
z_uikq_$#HQ`?1){@na1p)ug!GD^We~84FPN@KZuJe4d!uaCIiF2>3yl%y(hNvIe4I
zt9CXiFbElYPN-c>q)-g=5x<WzQai4fu^IpV5MDR@1H!kVnt);rEhg%FmTsCLaZ)n3
zGP9P;{4x$hl#=pKPHo;{wd>!6$OSEtz1rsa6!q2f$)9Xp1@MD7dCb(L%ATBrVn|8y
z;_Db|6;stjd{{Vs6Pb*^KRtx0d5+b5R$r^geZ1cO2#iumpP`$Y=lcx7X7IhB$^ZDC
zx}Q^X<lN~qy;*1^>HL5UFZ#`(7jJpu^VHnU%U0btWd$M3*6!E4#3cbnQ&$&f7tQ+G
z<eScjmsb*`iH~^9`X86RbjS>ix*vTUYSUV-Q6i;5s^Fmh)yNP#^C{Ht8BvPkTa##c
z5SGsHJCGBFS~$kMM6(~QYAhDt(`GK{SPen!MzMNq3X7I~F^UcZ-7a-!LF54bT1Jtv
z3rhzqV6AIWY$!kLFV7*!nV9|=&HrHWF^_D&LLD9D>LUpbfxUg?$NcI!0fz4;@&nd%
z^k`jW8Mmne@Z|k^gm*t`gQ=S$yBfql5N=bwO?qeBQuw={dm1{an-|BV>2jS_6r6~p
zlE6*$nnhqkRZ|5Ti>w`l{+$S2&rkShmoV3Y)4{ODr|#tGzE?V?LV!s)6~S5?dXq6s
z%H}y$i&)o0J*OAPs~2mi_={kFp3Eas3BR?WvCc317OwsPhR#2I%rBlN3bv8#89hpn
z92K*7rOxZH6@Qy_HMN_>f;%^)J;DMuM7d5@R^B>b4z-;5Wy-5vT$T8`pZ>^p%!KH6
zcnL?4J6#|;-v9&(nSP=7Qo}?;Z&D+phLn`OUJVEgNRkt{$V%K|R!EknLo3H#hil9I
zLh6N--ao5vUW;*at0tIxHy?i<;PL#@$0DEk$nb8J1f-cM)vD#KH5+YBkzZ*AGaFQV
z!}Q8vX2a6_BE?q?Iln^V5@r7wZbzDo$vY%qZ6MJZdhad4O`04#B)l_ULH}}&iEa7!
z5G$coViC^ZVg2=4laCPrV=ogzX>^H;RoiIzj(LBz_V!tBe4}RohwU_9Ix?F7*hU3N
zw4u&G_S$8&^9R{e&#sEztX@;O!8_0HIUKyNMO=G9Um*qV@kwYb@`e#_k@jeA6jwu>
z^V1kfJxaPXzo2rOaPso#1iBZ}uNyG6Jyk5|i#(VxnE``3=5Z-Q%_2=oCT_eZfWb*9
zYQaC_bDkN1@#Mc;)M-|x0d%$>h^F+cj=RM<M{Iw1x_<=3b3~n7KA>@Y6#3C%npO(%
ztINJt2En#7J1}VzrXg)*8-{%=r$Eo&!8$q^Ba8QTXf*2X^Tp9+Up8=zO~NnE!}^uy
zHI7EznLc>0v4A!RsHYnrz0g6LVge=*O4^Z~vChq}uVYq+u&vgyGv(y}=xJ_1RGQeb
z{ao-h8xlYRou7;^5)>n^gh=#$0}6pmy~R9^moCSZ9|vT8l~$}6ihcHX$FtQud2t0g
z4Q|iFn0!r{vw7=tdr4@^_e+Fy!l}i7v@}Y$@P5@#raF*9eU^AIWUM%1Ty*v(Y+QLj
zibkP9<654nJ59;lvtBxpG5K@pk9!{<v5m;Qz6e0JT*42%ZP9}JAD`_akMJfs$91NK
zPh4k|8Qg__rh_F?;!EB+?B_(hRq(Uk_;A|{v~&`pXU}mbc$eT~CFoihavIMmXxmYP
zC+XEJVNh-H_DgJYxBs-Guap^G-1lN0q*KR|rDn_gpHE|jF9zwF&UT?9el=mIls@->
z)N5*0Ih6#8dwFBKqZsjV1xZ$kVF4TTq%}I@B6{Y{U<ZWy_l<Y;bfV=xUsnk`iKs7R
zAtv>lnbMZ_Jt1ESjgtH7QB3=X!fzl=*V_ub#pQzK_308FXNJS%bz@(93C~@R!x|3;
z9;k4gLuuaO=5NqyQgFB?RPZ)?b?fS5iT}#!DvjgQ6C<ujQlxMtB`1`e-Eu9_pUk+=
zU_pdO*FI08(w?lX^JLP*xR*9`q%lCu3huo>oCl<>ZWm_V)O~Dc3THqN4A-Cd(9KCe
zG&mIlS8Yz~cmPGG)wNbgUI7sBT`U9+#G4$KaqH%HQM1f~i()8_H{UCete#W71A9wu
z0nn;GT)n*+eg60Kc?5g%x~3@#pvAn8TfARRz1X%4aH6`}bU98PhxjKUzm}G&s~fn8
zz)GgU^_6jT!fnn~QAVx6Umq^l@UeqJQl2`wjrc7}k?k>jlj>WI3yVASM`3vX@n=$D
z=}PBxka3Epu?8G2Wz)~Yq>PGZFX{2l!s-2uUbj4-)R75==e!4J{JZMAP<QXP!4gZ3
z@Db1JgyHAp&*clK!HdoCH`Hb?y*DM1cvQ6-kIPfI-$%xCP)5JpbTTs|4+xiXyYfzM
z<?#!pgj@hq8h~Cv__yiyNIUrBQ(0c*i(xGB?`C|n6FG|5Ea{zi@qm&g8n*G1e23rk
zg1Z-il~R5H6`E+1qFU%2FS*dOJdn9Ys+)aq+p9QXS6&#vCH?B#{*hFR3qztBPHT3$
zS<h&Kf*8y9J4EiNXd$zOW4RN4?EWe-hX4L4o$bMXc|d2l8saDJFW^z6=}+$#SfX_k
z5+K(+geiM+s7Qxu`uR3O*&H1R9HuMDh%1c6a0jM$v1V%$kN35d^6iWBVXH0^(yemG
z?jPUlJxb14A&P^}75r+Lmp!WB*IrS_Z`E>ZJp0Z?6i9>%0Q`KRfhzlz+ftyx-Rt<g
zVlrp?#g+F#n6z4DS<J(WWV)vVl2$xErv2>N%EAaA?jbOTR%mcTrbrM7856uTZ_rY{
z;v4XYIQ&&hupbTFt5p<=&CfgaYwzkbfB@f&jZcR;d(dd<<|WIobk0`|W7dOlLZ~F_
z$<Qyt-6c740VJ5G(NRICiM0w+oIg2KbvQQzbiPwaY=GVIh1eRW#SDk}(HO(sw+EbJ
zH|{Ov*-2e@-cdsxmOZ-Q7SqR@i-d>icIH(ApHWTkdss&uy&V>QkaL#ljU=h21`p^w
zi_d>7@FEo%&%$zT-2p@SXHI0!1IVsOxBhf{l?LTej~(A^j&2E$zQvq!s@`jkQgfap
zA%D3y8?^9C{Fsro@SmI(NqUKa0-x+yJaHD|#@^D-<Zmfk=A;l7`Y`cWi=GHeQQDpw
z)#~GsSB__!xc0Akyyjt%|Ek)clF8!Ep$#RGLt}ZitBupekAo>3%^z`s`yQuTt5Z;4
zC$e9FgvvW7g^j!K6Uh0APKJPr$FVY+g+wiGIos4+>$E|pK%6`9YZb6Vo<hldgy*W4
zZ08g|K(=I0(!yVQQQc;oGj|SkkjKmD=vQ;FJW^rQnRuj^gxp0Eiz!^s<q36W*fEtP
zjd9i|jT+FK{XVH;RP-}Um(QRIJd~)MBFRu|ZfJ9@kLA+EKSbQ);b52cf_*q=I9Z>C
zF@@2*R#%Jz?cF{PlKRAFu?!Yf5c@u*wshR8)MlO!_iV+g$QbkL=@1ziSkwH;tl#+X
zO|`!Ih+!gj)1ebJu5bf$&v?Nve{0vXUAUq`P#8#M<H-ok*~Cx6&hUihd9j%t$+>J(
zZn1FQf^!g}j(cE%0X3MPcV(fOesfsa_i%i8aqQ7Y0a+Z`L6P$h&+@d0r&B_U0BR`f
zRl32OV`pxnZ;eRE%WC)TPumI997lp}sar$KGlXQmNG+6kpVMUz2{S(@X7)S1&0UDh
ztspf=B5yM8ST7m^%T8-L?OTu{F|D^>UeB>oVQkR%uznyy3lpKk(1eI4>YIm+l}4r7
zorESKwG5x#b-f@SGiX%|??|n;a`Hz!*CQ~9!t{~Ek1<H%1euw5d)nRjX!r?Jn#vwW
zi|ro%B26s2s+@_@4}TW+v{i0@{rsba?RLQt;)f9%Hq9p<0Rj0i@wUEk@t!#EyHOMQ
z4vIjhuw6K{LjK_IJ!WdIhT72GovxKwU#kpd@a|@E8kFJJ@h7eTR;lClFBdoR4Waz|
zCC{IA1|HMnZw|3O!hm@jDbbuMyv2;-RHn*)zr1-GC>~d_IJDIKZth3{3`pSQQ3*@f
zQ4hB_^AMhP<|iidj_(NMW99lO%ZuMAu(3mxKK~gSGZU`DYf=8~EPR%Wr~9}ZXgRd|
z=y_jj@{%S(8{KmtZtEj*guyaw{Nh^vt%|j<v*nDOpP4q?w_=i^idHPDg)D%}1=SAK
z&`7Sfl^=MhKok#hM*Q%c!pxn(&0akT)58>5_I0t(5e%%lo?pckSmZ6uOrKo&SVCy^
z*s!_At8P#(fwxgrM`gFHq%%F){NDXd-mj`?2n>68CGDFB51}}DS&{<#Yt<^AcRgU$
z*uZ6@2m=5@%1+8-8}#}X6{aYuXlZaU5^-!Y=~d^05(}6HpO8ZxyO#Ky+5GabI*A(M
z`$|ia(<Uj~hq(yU8}J}SoNA>EC>dYaXBl3fQZ=eSjrMVPj;!&dN=P=Nq=^L!l|a8H
zu>cgiryWJS*s?OhisyD(iLrf%ZK&ZNg`vaa9n<@5D6nUyFDE}GbX=X@tL)KZfeHNA
zDod(~xikg3WRG;(`>=W9(H*skkj<>Q*S!wV&Iw%!$}%G?g$$BjY)_QVGN7s^$0h3}
zvT!J?z8=6*wWlrHNGaSwOM~xkm-i{=CZNa=N|;;Q^9qaIsdGyz9g9XGU0#f8bM1&s
zZ^OHV0#yCBd|R67cuT-d_{c-vbxw+$rOd-QlRxZ^2~(A)Ti#btZf8GEH-^|z^Rpsw
zya5iC-?c#e_DA=8Z`lKgYoiO9erZ{H_@<j9zB3!&<L=V;lLA95^XWh~qXSMfD49^1
zSq&J=-J36{+{g2rrSopN>+QW|V*!y$Ya9Tw86x3FYaeq1Vpw7Fh^!q872N6G>5#kJ
zQJDrey6d;`JwtMK1lew?^(tOFxOeHltHoI^QSw^5*IxN)#@I|xmpPN9a7l>NmC|>d
zC?LtsgzVqt^m$^Yf-_?Vwy{vv`>2h7-!nGgb<wr>-*kN(@3@^`^i2){V>rzI7K8Is
zE!dre@0*$|J%AoFS&=&|er`wIFKChY@xJ8<WZk+3HGaP7B;~yF%K>+dP_Sx$fB)nz
zHmB;gx70_ltAh3lXgkUXPPVQ+#+-I6-M<KzY2e~{?^RL9J-2$e{;2cZe3_leKSG>r
zyPD7(!;K0*i1qnEQJJ;^Dxt96*>wWC-Wh>{iER5QFolBb1(e^l3jGR@6$Kw;D>;=<
zxZZTNuRPabh@enzm?d{OA3JP43pz+Ukf2WKgL?!STm&3f-hIv&G>CzjT6Jobm<TjJ
z9=M^9<9cHPKlo5hS{I7MPn;e3nt#GjC)jeRJGcK;6UV2!@M}*e>Sx7h(#E!E$f86J
zClv%v+5ImReX>26+LRc}4xL~rd6@YT0lY<_tQQ`P5i^lh>m~C8$JGSr&TwFAfE-s~
zd1vqRSumz0mapZn{T@sl%J86TCA{g4TWMbX@zhYFSlXfCf!|Y9m`_a~J-vFrMiOST
z_hkQDckC)Cf)>6IR^}(PKvz3$1_@QpR7GMCouTz^d3jfksv4lekg`18!NnpUo2kOc
zz(1YFr8T~9s*QRlv~`cqxUU|}shpakmeFZKt<hYEq0a<{`17-nSJ#sew$spHful)R
zS5zkAf}RIx{2C5F<&(Q+2yD+_l3}2uXv0KXKnd0%z;19Bf~pg4(!h=moNkxc5U$g+
zrh@>>mzj+K&zg<!?GH#8<V16<$p_GiUh?647(^--4jv(ZFTfw9-X6y+%E<vv0nHcw
z5EHZL^W3Jqe9@MaG?|*Dh%5O%HCPWm*HGLm8lau7`%=htdyweW+V>4r>@@yYY6(1$
zYP46$K@6x-Zcg7Fk<>dBadoheA3)=GN=-Acu}kU-yJdqTF8cgmp=wwm`3H1UJb9sc
zDqY&`$tk)88u`^39$+;UTW564SSIpN;qASb=YbJ(w=Zec>@S6?U7D0=BXZ}`<s3ei
z7KL}~m1@+Wcu8!9hUg)!mV3$h<GKbBZz)W$fJnIm?FtWl#G+`IGc@Kve$77_0#uwq
zpy(8~goI){rCe(-mK9PW(m=g9J359n#ai75P@S(W`R+Q_0|>l;`s*HFe-H&$BB44+
zS$factCryE?#^36m*7SQlbahQqszm1YIlBndsF)Dk{vFGpgJ)79kPHpx;l5*c9BFy
z=h$DOLVPk}K8!`l4}oqjn-MHz$KqGQ6tiE`pci`6eW?w-H(yhtTA<%`N8dU+f&ElM
zf*mG*Sh_wYh`+*9=~iKh`q@yGj_KRbgny83oP9_kZFBwpN5hx<k5X~cAx-3W>vhsi
z--dRxlEm4q+0@&InyZ%!8p*0S9lHWdK22Npwx`BxE)nkF-*BubVZiAM2Y<!55P(80
zJIQR0srO8e-z0kRuJ}PLgm_{1S*O?#{<`yTv>)tzoQNb@54fGZj9@e7#}A<WewbxU
zzVvEYH;}_R3?CiC6c;FMapG5(eWX(|=Mz=^V(CAhOm}p;u2#Dz-U_WuG+ETxyNO;A
z#5Gup7UTL*5dc4&6ko0JIW(qQBRuPt`|v~>vKV|RSqjIYzkdM16i07Ke3)Q3m%KN<
zjxcv}Y<5c;<Q2ltmE)a5tm@I~?IQJ+KM-V-S0lYprK&Q5WJ(GLop<BZy%~O#;i73^
z<7bA)#eC;plB-}MfMgCZS*GkIIj-{}65h>Q%%U%IY)^yJO>f^S;sfmq%m!wENdr65
zTFv^iqr>5&wN;Mf<IgBxa3oiUH?d~fw}dOtmU^{<++TZ1tg@u&)9U37u6vwHBdYd%
zwlh#>x3NIP_w+9l`9bTcr$~X=H0p<^;60Vl{q%~KUZB0KEHJpe^>}CY?@eJ0EO9um
zW*~0@onQ$!@%oZPQIRv93bM21#&xUREe?)@WWg2*3-NgmAayHuHW<9SSqvLn4z{r$
zI1{teAHo=OFBolR0^4QtO5Z1jZynHA9>PY<A3(?BfCb7UC;<zM1}u<=h!z|{Pc5D0
zw_naol-DBTV5Y=2D6;AJGI~QY^Tf}(^DT<FuwXPgAYQqJZWF=2&~VOb((A~8LwoqY
z%kt(%GwGoXU|3Xqj8SQNq`oTr1NeU-c*}^^>!O3_=izsPGp*aS4fhL>Cj&g~KS5-c
zSH78IA_jW>x|P({HY2t$sl2?(=q1T)=Tz&?y%MVHrKj(#-Ma>Mgu+SNym@ltzdnlB
zp=5(wQCFOGIev)WNRL-HzW6mGZ3Uc6PWuCB`G3|C(%Y*l0w!_tIjD%ESe2z%5iz9(
z7+`P?)aE$AUj9CMyy8fiN<=EB^Ha=ElRt`)=V*hOP+7{n6CdfMVJf72fT|aTPr1rc
zHs-wu4n!(H;rTAFdH4eeb#B8*`c3;TIiS<AIjes2ubbudubUO|k<vaFYaD2isii+h
z69NXwk|W*td76~`YIcjczzB9cCsmmJ+2hh-52_SRh(f8vbA-fO5Vp}g=I(gI>BqCO
zZm{OZvfx*u9F!ir3#!5}r&7va3@*dB^U!Y3egL&#{cRpJ2SfISgEYt12v~{GTUCud
zGO|07`CeTI&zasgG#DMLa{-0GZLEs4)42llc=nD45mBEgT5aw)_ykV&g7L2_BkgM&
z>37LBi=HvTAd7*QlI3t5I<tZMtckxj7CrDxkLER)xFvb>^LU9tUt1Dbz<rQ94<A2n
z>1q3=Pe%~wjh!J&r`3WC&&D3VjApI7d7A-<<pK0u)Exab$x0A5?QsNbLEw77To8X+
z#QZ+S4iSj)0P@YQR2pMD83rm^8E)HGE>Lg|M_&a^U&{)f89gDsj*QrgBpw=U$3a=V
zrEKMWfouHWO>hCp3v+VsnJLllX3&B))#uEXYX0Uj)%?E0*Uw=eL+TWd*6ZOk1k*o1
zvfM3QO`Y7ky5Y}Uw(ju3u6F-9LR`0hxee~4Q{jyPMV(mm&z<CV^UE6|VJOfx(Mbeq
zO*MQ;9BGA)oCEX8`)&>#q~6MVUMKk2+E(|P^o``IM2Ojf-FI5ud+9E&_Ya_@Z^!>X
zyPE#LT?ura5;oZuW(@E56S6R-g=|P3mR{7AT9v_mPGeS};C;i*vr4@dcjT9GqyD{R
z(m8vK75V^5eUXCmta9*!ObGI-K^ne=n{OrHnL2LirtZ=45rD@i`QOtsUtEKdL1lFy
zhUZtNVEK(;J8S4W=I5Jvv_bD#yq>O-suOF{>RV$lnvJJkGhS45gLVc7*PqF&dtd~s
zaEkiKr4!%tM`4iT7!x9uITR@ap#=ND%lMo^`u6;9lgLy_%@~^s-b@Wh`@RMK9$Q^J
zmj4BtK!%~Eg>WYecWqa+`zZ(KB#-H14GyeS-8lBI$w4fV^~y*b8Esg_${gS%WQ=#N
z8_vAgxjUWPMV+KQTw+L9m&kMIgwX6@XCsyHbPdkNXCo%8rb1C*lu79^N<F+Fb^?Vk
zrqPh{d>?<kz;lf<%szM|#g)|&<{EdZp)I1oNqOQ|?X=~Urqx;Wf)rxNThZ?OaJHJ1
zQT}iWkA0e7u6@mG?bKj&9p$IUq$5#s4(+1fLRc(FRkNRwINux<zcE02w}+=*!0}T@
z`hseJC?2^@n^go!69qQJkGC(l<`Hh~HudE<KbkeQMi`^cKB?hzZaI!;r!;cxXa}*M
z@;4^3w)9!n5`Td0-`ZU9OfZ|xIcHx@_dS-r;PjO708)cXVMV30koisEGDOVUOhJP3
z+4!C14EBJ|-{~F)ZRzss>|hY4^Cda0jKlKKQ<aq=I>wg$myQNKPZDa^3D6F|{TLQF
zkRa@Q&B7X88fFE!{`C*hfu}I#EiXt@dIOKui$9M3yTiX6{Z#fPyQf0hUCm50@Hkm`
zOTX@>!9GPwRYwOPG{*HU--D1wk1W){>F72M^FHoRJ^4ox+99HTI-gW4@bcg`RN^hy
z;dW>HgPjkc2?RX@cuX%AUHiI>$DzX2^wQ3BUha<@e)S(W{N+9z5eGQH%uAkG*cP?x
zW0!-~!0mnk$N?8gl6|boj-)36t0hSiff=VsdCp`wjyFc+JF^Sv(Ak!4?L`-LgDNO%
zL+`fFAj8TME!A_a(bjzlBLwsDpq7cd2VjgC2kB-vQrL)lX-inXq}#CN@B?VjZD$A!
z0M*8>TLB0{^*1=7;;Dn{XXd<0fPT|i?Q?#&kg_pkRuEI)0~ggoMhX^EgKdqI)wEX%
z4Lu>JHhv~A>RgM7^2jrX_VD9cTdN3Z+nvR~&v4@!c(vuhE?q1>#`pkQH;IT@r)}T^
z)!o#iXOa1T8i`LQ#oM=axO?jQ8-3)}yCifmxo-f^o094Q<W7_7xM2s6DMFaxW)x$~
zcgqgwQN@U{j0eyQKA@Y*uf5wgln0QS<$(+j(K5`w9GYxt((d|?8%eMOUemS1mcP&g
z3$y=O_#?t)KBM(kYywYsB<+BreoI0|>gDgT6HY@L@u~>J`Me)3G(k=epuJj5E{;7J
za}Y%#CkP}6dMtxf1L9v?{kkfFB^$-9CO%KnEk_LzdSm4vNB`ju{_y?zZ~So;kUf*V
zOU8V*Y<Y$toNsQu6(?{iTFk|=;BfxDI(Xw%J>Ns6&lUfnE@i|k_{P{*>yf!~qwQC-
zPnGH~l(Y>ejT|f-glYz=Pm+<<KB)#6go<WyYRtO=Pv<eMzBCD@{P*|6*wZ`@FPl3s
z>{HsLZ6b6+3|*Z~Juy;F2BFD|p;qmnH~M<j8F&M7hYdWD%>jMKlHqdEMPS8O9MbQ<
zAju%3vwdW3pZz`+GIcOpa@0YSMc%G0P^h4dcX-e7F`4-pU3Fc;f7vDsKnR-W5l(l<
zl~8E_2WtVC{mh*gPr>$!nkW)u&1*bgGd$;&z|?r%l*di==F?QryDZ^`3}(My-scyu
z2a>x_gBIH>G(1pb&D%5HsD1TNLs5ldkv15Hi4Hx12phLBn1lo^P=|>8zcUR0JoNKh
zVgRP%0x-1`fT{W=V+-!_22za%aYL8l(E%hl8>m517gohUe_HDa=$kp%qy%pJ!DCr9
zK`V;Bk$Sf-bi2Ky+h)d937o2*<#k+6)EExRU9vpW?(RG{iN}8e>3?jc=s*KNT0;Lu
zT1N9iO^x=lR+}qM#a3i->;!TJZChAA!NCBlZY@2DgZ%)~Uc>EMuiwQ`BXD75sERci
zNPwEYa&E!rM#4-nC3@m*L-l;}sK63UAv#(O1TqKxzW_Jz04kr_y(Rv^^Z>$jdki3O
zDDb21Aw*P#7$%-WpHS`72weByVSVUb5%1~9#FtYZht0H3def#?l{3w)8;p*CXfkBt
zDc-1{A74lGlo7X0y0SL3F_5f_j$wL<a&#e~!XAZw03*j^;`~?azW2(m6am1(|Ake%
z@MJO-P2FDz9$bGi7_G*deBXPZt4Oa5=C~4To88b|$SnrEC;)>ti=jIMm@*SY29BUn
zscYr8TpL;KxaMOBf8QQxOxY6{VJKsX^Vxx9b)o7@6X4M3{|i_C_o*7hF*FgSaNBnb
z7iKxFI9MTTBY&@WF?5MaowBoxy+8q+!q;nI`^6+TYorHIp-U!8O$%bm)y=CjuG2u3
zhSlT^hE>G+BdQ<37)k1#DexPkKbgiY>ogG00T6-pFJt*PI3Z)v=^itLr^kSh$nI9d
zF+l;c{q&}qSNpB$iWU&TAoeZ2#x)1nZse;s8wM}^ZEm0huy3ML=4CzQd?ODa)wQMH
zK*h;Y4U*#3Quxn0bkl&lj0<crd;o?1F_#FyT+06e=EpnpxS5o)=F^}b!yTLDt8T~?
zX?;UFBuEYi?T1@xhS?p0HX(eLke?+i%ReG4_nNl6rm24*sGji#I~xX1GgYM9MyzAG
zfsmiswXt?={^U`Cn!+H5frRH80HmZRd;m?K(aK9(I^~-ISt0CC3bhSWoaxR9vOy8*
z6TzRFmWojhR|XZdp}jm7b>?wH8fLn;5<--$awjr1<6pa!*s{q;6S;uC`O#fXG_cYN
zhMc6evA%trjP7sH!>1I3kS-f?oEjVbzw`VjMmPZ}+kcYKz3IsmKD=0CCA)^n(Bz!X
z7wiewvP-=;;<%d2T(heZ1R(<7&gL8Wo1Izb+!dM7HxGT5=m4)WBCFmk3${(6?rGzp
z45Nr(7fO?fNQZR(C+__`F#}K~aLfO57hvw<aN%}NRqf$KQI{n*cM%*n3=?JFII8$$
za~(sTo8Z9X!l8R#%HJKSjNmk({1n%F!N{W_>3v*oi=28KEO+MM3O!^()@sRcL~0LB
z#7u&zrg4f|rB|45!~A~&AaDbT{^vHl9ZWnMPknkeHQfLUiLkLDhe>bmd(07b%z$f1
za}^ApJ8PZS^4OcSq1XHI*n?0kERa?q1SMSK6G_Oxq>;kMNj*+0w?}f<6G!Rw?&iaP
zI~Txt-iiEiE=_=uS7joGgePU>{05JQer=D9Y@+T6q>DOX%&jE5&G!orUpQe{A8=9v
zqn1l51y*9!9zer98@Oh^)>K&(?XfBvk}}{1=`n*e-qC$*JpVvZYu0~%H-y$7r>QlQ
zzDs^>S7|mx?FyvdHo$p~*>G?$kf}TkEUN`)N;6n~Oco@-Y~WH^nm4l)in{k^^H=9-
z^!#pE3YZ}(StV9EXt!R(wU`%krG*CQ9QeY4p1emH{R*^(isBVZ<A+oM0{Dc$OO5io
zY&0MX3A|th@?q)&$l08@>upnSPQ$^^u@P(z)O-OyZLSYB1FmD7JZ}ZIMb!3g6SmwY
zj%mRsyx2))Hs{`V`&f@&o|o}qg9V-`cZq+l8A#!8%vhpF<e$vf=Y2(69FMe8nH(@C
z#N&O1Ak4x2cYyy__LJ|Mf2<t%0E+r2K-kgWXKa>S@fZ{r<6NR17oRatD}@ztGx%Xb
zbwCz2Zu8qYgp&zv3j*<a>|Ym}5+c{%ir6$(68HHC@ho2u2QRALM(KWOkRBJEZ;d&R
zs+s-#-%xO})iN|+4Yq9(Q4s^6<IM-q?2uXv7YnCuT)jI^XVN)ZXM|mSNHJwXJrzpP
z(4ph=nHOymT=|<Xa1F_)se4T~;`<TtgEU`u+#MLnfvlAe)cEK-lCyN-=?GHgsAwv#
zT@>yDIWNYTW5+mFP0@YGKitXkXf>jnUOBr{G6KLb*^AwMUn;(S+zo&vZfKe(X_}0r
zNOyncEr<yf-LJ>RqYdgi*bT7OF!ot1kaw%nGadGhkH4S5$>DRpia5XH@E;o>%GaG_
zGGGYGcu8*H3~IH7e1C@)5dcY#*9dYxBIQ0){R*1NU-QU~{gw2cvr@&nNzj@_BQ=4_
zGb`RrFdv6!0_8r0fZqBkhLTWL_MYD1t>8Ru6r0&yrvos;?cfUbzTw;3()gf!<X9S9
zlYs^tvE}YT-ApqMMpaH_Wlc+0LC^~*!hP;kqL~;kQMF(o3wW#Y?OPv1OR*3O+bMNb
zKo<o4n{<ft+t~b}IK5|KoS5DGhO+9icr5y#JN>P!S_=6P^<Kmfo{4*OV#I~Dbg|tS
zCc$Fm%;*E?H*VdZ>(v`P6&iCI5FegcZ)-%N<XNfQuM?`x5xe7k)!bu_!ho_wb1Y{1
zA%fE=F*g?w{uHZ%li1_ZR9QE^-dokvp{~9M;i9Qvp)sCD+Q~uj@0pi&j^>|;+{>;)
z+F_#?j577i6g_PdndnUD`LpQ`peO}t6>20ul)$<167BZoC`1N+a5EF!22r4;T*d~B
z+C6~4C;*>*yk1hq+ODE$?$t3!8OkjwRL3f$n><8$<Mi##(B<aH6Svbg3C<*I64DQ;
zp`uey3*AO&l>O`h2y7h+`vT#5pYv5pbV$_n*u5*-Zb7_qG<SQ<w7uFwxFQCz8hCXt
zW$!s^^>>~bnyWgIL~tV)uu{QXjC;mrU}LTfE*N@=YSw0Syw<Uu&<iy~a&GS0G$DN(
zf7DCc+vl5op4kB6LSit8eNKba@x7BNqy)thu+p(74yS@OF_NqB%>(K0hrVXj<~O$I
zcct;Zf7xee%TcK+<;YxB@@bV*|Dya0fk%lt1az0=Ek_@g<(x#1>Ce16+=1+TYO!5<
zeBs&EWX$=u&>e-+d?C7_dIj7R{1TVO$|Hv7SKmmVGtE)U*Ns_s5{pWf62JKzm?`)G
z!rSbD583`jM7+c+%r#CTh^24Fs<*_#nRaopZe?HC1!F<upFPvH3&m4=BSe1USW1g4
zfz(l~qxb0%P##mEm=eXT&}iM|J@AtNQDN4LN{5a=fGTQKxrUm}C{hbwg$y=cP`}3Y
zB4-Q-FaO1tU0uW?3h<Qyk|7dsJ%1=viRq^XSoFb$;g-r=k}HQlKAl2x2KCikp+-}1
z_|(%6t6Zo}V-qPnW~AK_DegbqKRa+^A-<T?-xcfrY%KtakWj4K%jX+HEfs$t+bqy8
z)0_Mr{^ec;5vTM3qB_t6v@H%p`gJyFRsIVC-#2&Tb(HNYc`j)(cF>!Clw&3?)K|ER
zoNSI5&D+t+ocMy?7ksm*J8$7b0S$Ki_`ZCyb7j*^zX!vw&|2g)6h?u+B;Rjc&Ok61
zi$niGiT_zLd*<^$(ZdITx^7!>MF`ry_Vm4mk1ShaviMaF<(ozQq{^U8rWLO~tA?B3
zyR<?y^qphvn0Z;TxhnR$WD|QzcktdXmcl_VF`VJ^Lfj^4=@dN)d3CE@DErNSg^j#R
zHn>9iVOe)7aBKPJ6Jh}evZX)XmG(G=Q^i?TqsPzdyp_jDa!rtnT-cm9%^y{oe+=Ok
zU5Y4Lp^PtYoFq#3bFnus^3k^Ie^GvlQpYe_9#HS{dQ$1d3V-Blj?=yj85Vfe#UEZ3
z&na+jv_BfpyCw7V=9_OfKHySK{<u^iEqwZ6cc>fcUCd)IR}(Xe$d1J+RI9>ss;6?T
zoEk1qd7*`J(*G{^>%uZcPom@TdrR=~&=hi;++;gMxB~gho*t13XzhAH%pD9<HZxgv
zlr8;lu6P7d@W*}svsUZkNW-I8w28Ue#_RL3$3ekFAhZbA<<4@R%9$h}FqOXfdTwWB
zum&;h<zb?MR5dx|1f{fP@Um~E$m+x&tyA>;8jfZ%Gg<xb1#aQO|GI(yERnr9*~_ZJ
zVJY`CEqaQj&4wPIy<A9426b_^ydEPZ-PWpqu>nHZsmAk_vw$2d#UEu5+Z6+Uwxls^
zV7sD8&N=A3+x@bkn;&{~v@%`k{xt9eS8i9(Qlp~Di22}J41M|D+qS&>f9d>P+Jk&Z
zgwGQoG3Ul%HS2a>@w;`DnExHUCQ2TH){S~^dR@z>kZl!4fOc*@HbnsYlEDjuOZoid
zzJDC~8g=RCEkbW$o*lQ^z*A#}!5E`vYxx$39>n9Dc_Iz^+oJ`S3n-Hv3leM(&HK3V
zo4y)D;dd#QCbQo5GU)aC!<ZU9fX=-Ur%>qvmk_p2xNLe3?ihtAN>HaTwRqzpfb7@F
zoPqRWHu!++Xf6cYMX!>M(|gT2MX7a2A=oy5Cqc*WlKZz$YfIuIqx9#xt7Bd*$mME_
zC7HHnm^+%T*t*&<ET_G@6<<Y$tR}=n^G4Bm28P8d{EGTqG&_xvxFHI;D^r81TUnXN
z0dt1qO+wn_@m0JqVMktoPT(4cE<gb8vh{9Q@9!-JByh2-u?!#!IXv;scipcOjb+uh
z&-a5iRQXZAG^gtFVQ$8^$zY<aXc$D{@2*T@$w=l9^;c=&TB)7GtPmv+?od^v=0l#d
zH25MsLkL-M1^F3>axrxR$O0fgqnJYQ2d-cc;=hX+$e*;;@`*t8mR-1u4T5-(+~$6!
zlBtHLgui|)+_<tz5=3LJrojU7KV{>nkvh4Qy&-Lv5UBkXI>@yF8xzf$?x^;vrj|$i
zMKb+W^Z8A4z|V;wKSr`>I3fGdkiNwC!sD4-FgV0e?fuTJ(bnPFMQ%NIuwHDi#rRnO
zCJI@PV)V2o10G!5Kzdb8U+UMjkXAbO7qN_#9+$CA&5Z}pn3veVefFv~t}akspuZmm
zIB_(<la#M;|NHy>`$lxHhtIsLF3AUNBqMKcuUAUkbc-dj@K7=xtVAjFO-~-%-Ex@r
zUlVGjqow;8Q}qV_bgyOSoi<Ki=z^W8wV{ffgSRSy-zyrbZ8Ch%xsmyE+Wn(%gE2Nx
zCj7(gUPxD}jj^=;F6#lvnjvxLwoS>*ORtwvEo;vnC1&kca%q_eUmX&$1|<f>u2j~y
zq~G2-m3T4w_SfTCeoP9`0H-imiJs{kD8y!HgR$dflu@t3273s+I9B)*+0ZgF%4S_!
z7&Pl%3v&u$8*t3O`TtwGdvN&y#P`RWi3?hYdDyMD%U59aDQa(a683i^U<RJ-TkLV)
zz>oWq=a*~a4tQ@KuK<7S$nSy3g3}=e#y~!+kFo86(BFI;x7;hQ;&lTxQHvPu?da|#
zLhsqzYptzZygD!XXUtyBE&sb>q;npgHZK{Gy^dQC4QoZvrgz_`m4o{`$zsVA%N>?&
z$ed_r*SXoSKIM=QQ7mAf*paz!ysK;TOhIUfay{nju*rV_bw;ii&sJ-)qGt-d_GQ2k
z^%7ZG(O0C_d-MPz1{i&pKBSKzkQb^S`sZAX{L;`eVmrJ&3IGFKwJRL}>jMdRi`h-c
z!qD=4W-a9Kjp^%@z+WaE#_X+8H^)}KUW)qZk06CCJhzn+3!dA9WakE#unzxE0bhsY
z);)Gb98|h~>Id|LadYKQ=&|!oM)U%Q;Z{`OnTUk2czflBu~CcN$L3)ftkb~P-!Q*%
z>Am`QG59|vtAK(0k=K+B;!Z2V*JgH_ET~&5{n&9|$Y%rhTie&`zxjE*kmt}NRb}ks
z>~ZOa>^X%~AKU>*$8@+}Lyed;RFBjTBt1^Cm>x?JfieM7uH+{2VL4z@0^AXh{cV^R
z!JQz;fBT{?dA~xIFc<T8+ogA!nM|*BKMVIG`_*|!T}{KvrlJ9gf~^_c1yj<)Sq`tv
zaJD{WCUPyV932+K*FtjsuA|M)3C)ZajLK%vWKyO@LOL$N&o2#p(|+g(t2Q5;fnBVd
zrLO!>UBnsayefkfeaYQNe6ge1oi30HqInx@GK0t%9ujYb2Y1YhOYgulQYw1*KSPfo
zmSS03M^}t<%rC2!h@OL2C-G#_Dl=S!8B2)6LHOETWDNBLbP2))g6A5giLkJCAaB^e
zVf(w%NlCJLfCM6PGsj|f!sR{XH}89dnuAUbUclHK30<s>UW&2tW{N1n`-+j)bGk`w
z``+?(y2Umz9`dRM0O3eke|cL`YdaVwg~j?n37!6{Vg{RT_`3}FNP&-Gw)<Bj;l=Lc
zAsMlHE)rHHe)+fGjz6sG@K9D??S>B1BiwqN%399>_K$Gdnu>*+$%8E<;oZnEsv|!H
z0tB7ytKa*B-7v_H0N3_I+s)8+Y~XH{k28*H&Ex^?d~7OVLqJ|!U*Eczm>B#TjkRrd
zIS#k3j}}L-_*opM`OnwjfYpQdl^D-IbGO7T>b84}#w+K3fkF~Ku5BdvzTZxB)OSE(
zx@HS0L{F0yGBzXXR<Scg+}+|H62dnwVFz9iqtj4;@c#P{O(Cf$UjhalG3`Fwxlc5M
z8&p39bFi>5q(G6#f7DcZ{l-Z2eBt}+n*S}fKJk+;;`F=rZ{A`GQ-tCB7%oN^<8<8$
zuH=g<5{mIcXL>}phv6z$9}x}IsBs9anjj@aCq``Rd>i?t`~Q^P(+brX!4Z&<njxS$
zq_43&C|-^WQqxHfa+EwSsEg4mpN&CP=V@kwM%DDVEcziYk2%!bq^E#WWe++7Ko)^R
zj%MScyQAmcnsbMJuvbqI|Ig9>PZ4c!SC%`cWvh3wrhIITCO;pUM$|{Mqsw!7kuHty
zmnb(gdxuRObL4uF^)fN9qjUDz>vnbBdt%9GpfW>?^3r@J(|-XSeI)=Z>>gT6`v7Ve
zE_1uj!$>*1LrDDuLUJsC7Bby<vk_Kx60p0>R+cS8b9FE>wmt6h{$`VeCYXx|nr@gb
zcg&^)^T`_{x=%TgDA-O398xWJjk4;WAb>n3W|%pWctR+0mww_J&)4Xu2dNc|4wW*<
z43+6LHe~}ms?n-&-JjCx-v3~#-;vb~AmN<45y^Xmi=|PTtg^mgm~Mfr0w?-`j*L%c
zyN{>RXQe7fT!8vim=K%zQ_0HDbQeuO@}&uUax1Wso0Au;7cYI)5K|LTNk0}Tw;1*&
zX8N(klJlRaCAf{C{jE=5tTx6jAUtgaB=CQ-7^j0{BRY)k-@63^MP0*ATqK``kbjRP
zhDhcr6k?d`J=2>OOI$hMqxwk-O?aC1s^R<OHA!#)T81@rrPj|+F*q#J<I=7@d>s1=
zP<krysQo0xYA{2j@Ux+TRbZl-#s4`nhwVN%zp6mAM?l-~;#nnf!Z%yzwiys#>lj_z
zJF->b3g!n;y#@1ZOr5?_h;Ko*a;e{8)l7$Uq}#?WKxRecW%=ywB3ptewY=CV{ak;h
z=Sf{{<7sde-)wTTe@a+P<FL=?VAJD%<eZ<0$uMsz8$`iM7mul7&a4I3C9!ZHnGy*u
zt>)x2qI_!<TO!M9fhJ=`(ee_jpAx<PGXrjXEZxCXq}&);5BiKrG5tZscY*o`5YF-B
zYk+5{+c2|t6Tj(nxP1Vf+@}bvWxqZrj&HofK)lw^RXy1(eVmtJkZ=V>e`~4io&VK<
zg#k6xQ9}^9i-R>y2uiLc#6yx6xzhBOhGf1`mf=UX!G)1?zusd34TG1`yEL+QkV(5~
z{i<rK{dzOBuFjXb6MBY>li`+O+E^fTNMjd=Fw#t@`7u?9r^-wz!2!=Cv)mqELZ9yu
z@%Cd)puSkVi!@GcRheV7oG3igFY4yeD>@v1wlT-jU)xwk=*GRDKx_2)@=-r&N{(f`
zMjvBv@8@s51+b0dAbiBYTM_AtAyM3c^hj0s?D+^EGRnbz5T;d#9>MVg2(liHO#mQP
z6;bc*HU?T{FnYfvi#@G#I^++ErRPPo{xJUw!nRy&`E!^P$$(s|jI-b#^Bu&j)@rjy
z2NDM+CA|5bW(Z9WiF#4U8Fsxse>A(9J_eB(?00gQQWYH*S`V={9MC)5;P#<>B#;RD
z6P^l*?OcJ22?&>#uU^srEqVA*1HBb6k-?zeKRFrnr0~})s9@M+ZnQt*g~cQ{))h`3
zj0a3#SEOy5xMaLP0=}HeMIBQYKT__??@JiE)*YPK;;``y86oJqZpDpkdeA6*)1Cna
zb+CE>tpL|@yQC-l?||`XESR0$4^z3p#pcBQcPqP)`6CrnGB@WTt|^z%P~*A+jPFMn
z${Z9L${5e@#k;uOMo*2Y0lj?GK+dIcTU$KeM?YmC|0ojmpLx>@f6<d-?bXx};oIPa
z+6J&3z*_*qz)iL*w;Ux!vwwE_pL&gZYo3#c-!#`C%HFgD9M@jWv`fJ+wvdc=8qa9n
z)$PYnq-Sp)@j-7u!nO0)I3Oqudbc#Tu$$?A+sBm}6lF*e)sXv5u}y%{AY!jA3N@g{
zMaz|jlm-K!iv9tF6i6u#JO26iRx_5>a|lPGYUt_eCggXL3uYNvI$Ip180SrJJSn9H
zJvgvcM}sE|R7NY07zYYX&+s0{>5B};Zzg)RQNZp#Ia}K=kG`O6cmQcw%`F|?vkv<h
zo^Me7J5Ku2ukk@z;k!4s|Fde=OLjHT7j)-%S9I5l?elPCEKq$*3Jk^z$s4hmEk}P0
z;mLdX04l3o*@D-y`Dm7(5G>yau2i}NPvkc>x(qR>W+TR2WE^S^94WdG4e97GmqVu!
z^9I<(ob5^a|G3!|qW0I~p!5`}8l;=|5#i5166DAcY{XO6j?hYRuPu&vJy{unSk%Pi
z0kR|)>}4RXtHN6aAC+4#&=hfYepBJ-HwzPuIN9q&Bv(K$0i|Wkw4j9%Uphpl?vO%!
z(+WYuZMCNRcdA8#9B+`!Mc*xteP*{O%w`kbyN2~5;*H3~`mgio8OgL0b0@fPMNN+*
z!<tZSBidR&(r<DHS<BTRWuJ@_e};^wr9D9aI%dmFC!zG4;b;SlCmn<L^P%_log&V%
zblugt{a?2+BC60Rx(%=h8Ber}-7kTUiQ>~2BJPB*>N>=g?y{Zpkgljk(ER}cAzS&$
zS^zmh>soJL!N}X?h(Wx`j6@iESfuu^%+AZ~PriddMEws!ba7q>rqsT9H`{DnWWpqt
zATAJZU|q>21ggg<h%Wdf{`~Sohy0f4`{xW>sDQA~^4JNkIXz=6Gl<Fo$e-TwlswG`
zEcQo<ODz>lMK~}~=`Us9|DdQbJZn2!OXJKinj<cE%b`(G8S;i3ludZp0m>|(zGo3b
zr`I9QgQ>5Fx=*ahM?^(R-^;HCP>f6x_N|M~zlFn;Yb&MyuW<NB4DnZ<y8c+3WAJ{Y
zaPNu=c-v-NEoKo*W3Y3VZswlo_Uc3g2MqdzwSs0%4-_p{qFZ5ZTeJ}=XoEr!jE;S=
zBssm@ZXTBm`<aks!Yf+YdftD@F1$=(izoU(ndpBIOjMz9kzk;WlO!<dCX{g^#ih8i
za(f^pv_l+O6eCz0Q<GjB2`KekkFq>~)<nZ!_K-M}W3#C~ikk++d@vT6a{ZYI6rTEz
zG~my-;r(BoQ7nj3(*P`zwZuF;L_k7rNkW@Chp=(_mi*>`&0o|)^M!(bF03YU{Uh+0
ztCAR(2BpIvC~xK!ZT%SHjUu9nH#|i~X&|$6e+T+U4e(!u-M@s1wiaUkYGTfg%fe@9
zrKkStdb;NBP>QDII2d_-wObz0;Uj3Gir>ITHBs#fNCjkwRJantN&HlJK%m*~Kw+Dz
zA;M1?-#Xt?wjWthEPP)H;N>M!nZTVnI#u#ip8*KacXMs9iuUE!JIVk3TB@p0(f)&@
ztCK6+!JB8{=Kj_`coyY9%2!6`p0`1`f;Kh&zp}0~uBo$&2T0fnLj;i}GGxh82*?P_
zfe0u=LBlAhw1g=m0*#4m%9JIPr6K|%G6af(iOdvP$_^q^K!yR78BFMdzV<Ec*Zbi<
zzubFr#($g(J0s?s?di1NMf$5J^G%+JB!PW~R>yRJLizv&3nw1F(v~ses01Xqybzk~
zV7bILk>@`_F&V+6WMf=+?B$k-|Ex$JyK_&8LfRD@-p6M(U@}}C(D}p`B`t{XjXyc<
zq)`D%_f}qjeRLZfa8=6Wl84hlAz~gNl$2o!la1=DBii9s*7SkjPnu*3QIGI7SIe|1
zYFxXT411m1xDwAuUIz?jmYul2Pgv`z6Sfpu>Ptx$<#&2<YN?*^8XP^x{>}w?IZkc6
zP!28;{~_Mldu(^Sw8^#2FCO2Cv@X?)SAVN{%l2VR%4<Ja`$IzKk{+lhBW^sfnuGTy
zutcW&+a}*h-4_GA4$bZu2_vs1oGTZSpk?)IOJ`P;jq=q-n`%*45#dyaHWof6s#n)Q
zk81B~eEBdoCt~>F=lpP8t*Iz`rEdCJMpAU7XF@B_T217;b+VhKaVA>Q%;I6Z#EXHI
z4KHl;^=o|)i=`6cT?rM|1S&4u#}|NZHgqROE&1rvyw$V_DhrF-8>13RH@h6K&v41z
zqw!O1n}z$J0iM|SGpm{926S?D)eZz`qWL61-FEzh+&d$3KT(zHnpi`+_DDIN=gde_
z$@n<ij5DmjNs$yOBsMv<#(5qU8b%!Iu5?P4y<+GUE^FEMIk=dhk&qWMi4}ua&+_AB
z7v;b?k9P4!(8rJ{<9kzQH|Kfl)TG75Gc`?4cainhS9m9$jDHHT|4Q$2eLMEqwE@75
zCvCMc+1O~)3Y>)kL$@XVe*3yxgPHK92phh3nzsbYExUU&E+}+o1b$hsRC@;!-7xFT
zAf;|0zOxvAtFSXRFgjz-8pNE#kE6LbI1!7@e_ZNKi>dPz2h}G9!M+1|XR-s)#fYPH
ztqxzROkla(t7fNRlzLbGh}fhe%5u)5AcAm+pmg9Q3jH!tz0uS8I6a@$B9D$$nmvgE
z&4egEy-o<#s&fOi194awn_iPiMc>XJfuFH>p)I}X{lri;RZ%f&4)^?vpKougo)s?L
zN8Z9XtWTi!C|$c*<d_r9c1ZP*4zpP9!Ln<j&<C95rp>X5;3ql<-KNXETKhR=PVpxR
zdM^fn0^|^WZGbwH|E=`xiuHG;(q)SG+&gIKia!6L?Wc5@yqp44wtK@nhs#~a!Ba=Y
z!4k*hT$XZ1M0V4u)|Hixmlft-=y~iL!ySkWnhj4A3|IrYkd<u`n9DR4o@R%iUPvn^
zwpEk93BdQ3iTX#=O62qFwPJ`-`h>7aT_jt*S(YY|<%U>k-{}(6heARXBRs1FNGt5N
z7KrlqM}Ee#3T!Kk8*y5|wL;ll<EOR>@Eu5jsQ!7hL#uZSNaX(n{7(0Pf$>XjOBSB}
zQwNw6DL}F2@;TGAJ<Cmql(0AwJ8~nM_u-7~2*JF{?OnH}*4n-GORw%Tv9M<IYaSTT
zm#}O;B{v^Pba7lNzDch1f^eT=(`*QvvfFx=JlKNx0CM{OkNe*8{%8aPf=pBcU@R_6
zm<1~GZT&DWzYV)Gg06u{6blXtZVr(fKjcIc^jmA)B&<4b7DN063A@)mg`Pu<ZEKTj
z;NCQ=(R0%=wY*^L6{36}Kj*%6em|7Gmr|3BVzqqzCOYd$b}3R(rcn2pft9r$J!|kL
zL_s57V?Wg-I?438<#ZYQ?z0>^LOU45+~M0LDb=}hW%I7;e{TJEl&2}Zf{1O+qjQcg
zOb<w;76IwzZJ*=tXNmW3T}-rAq@bAOwfBd1%j@7RR@gWAVwpv*OV)&ox7~yt3LmeA
zh~ej`QX^`l)n`!$pScI^0VRvUe;1HQyIzfnU9U!agf#dhl$YbDiTPppVMQG+>8O#f
zkwmrmv=G^G8AzIQzcj=EwBnm_BE%^n7}aZuQ!izi-wz7Tky9s-Z-z7LvL2-Y`Q|^N
z&wm+0+L`SoM~;1g*HF917YAdY<(03P9WwYgMyS6oiRX*AZL%}7a_PlD!xDTsYB6K`
zk<_RYIqy3ZaH&2AMU;80)ER>0+Jugdu~o2U=HlB)Jh~J}$#<O^DvWw3orZ4d?-}Wb
z0i}c4nk(+ny3g?%M(Jb^2a=oYiS11%v9Ernr!TATKm_^Dn*oRvJUr`PHX{`TW^Yiv
zOr<l}Do0tN5+8%8Tv4qnUjh#={U+2mzu{WMt)ILu02r4lQc*+a1N;V+v3)IQFQGJ}
zQpb;m|7!5T;LAc$5C1ha!K*2K+l!_>-2-puVZhT8!Tq>VfxS9GJ8{vFjZxL#qf$I(
z&Gz-~vKeyK)*7uwu8odFx}XX&MmOG!fKD<5+A+TVa!TQVzI86@N>=y3`J~T7k8EF^
z(KgQGq6RIxs7cE&iaMpIAMuu57|=5Z5m=9C=9Ya3W7YN@l{7s(k)u_l)RH-TSifx(
zetCS&t&G;xTvm*Vc13iV=Y*BRd2uoxz`FrvfGwwuz;eGS`Mtq@H}1im3~64TV}B%G
zBspFH>nI`jMAKi>&Gc)af-~5v;Fpfz&IT~&H52B=n_)4+Ur`0`S_em^K)OP?EsnjZ
zR&pF$VB^;q0bSJSpiGwex4~-N{F~i|miG+=#8l+{PmdEq&-VPV#+O4d`>4EKQ~DhC
z^bHwi!Yity{R|#Rd`Nn&=c1Rmtp`c`cp_bQGc3k*BilI%>*KIgI$>EU;nt#!;IK{u
zX#ZJ+43-GG7#@;7I&626`*Gmz+rtCKaTc)bo?TA#oGqU}%cPz<pCu@mUa&rv7^RAQ
zhUsfi^O%l^4$xuNxbAh@F@8YrXI%XDi3`wi4QQb;quf_99?Qre)~$Y!#D55(%rb`N
z@tZ$Qx=oj@w$JeZ90`|#x%IaPL1KB(6;!qv5g&Kd_6hs}$8*N#5XtOJ?McV`_)259
zA9%g)b~z*S8=-c^TX9ajRGf^<Av7@;z0CurEOc|grPWrK;ABg?)DWq0NM~qY<Qr~$
z3}m!JEfACS3-#ZLN^-8IPWb(nu~!HHVwM_$O!);`3|QTq4K;CK6^W()*{jJ(2Ifuk
zu&9K>wA}Yn{U|`=C<D5q|7z0Uq_~WxzE%UtA-GYIas*QR<){4xV~*03Sj0LT?b@s7
z&g?ACk^lrysq_R91Kd6-poH!5n@vAg=Wt0as5<nxk#6U?<*4po*+0zBPp~qw%`^!0
zzfOGW4-LaP>M7@474Lp8MLSrf9vbF*M1YyAE>x`$w)S!(u2ZFw$89FiHSFSyPvH*4
zUaN2g?>^LfT}13uGpOEl!aF*Thh0{1oM1T{1AO@*^0q@>F|tRo171CJf2=BSNm(pg
zH#o~98!m-}E(ce4Hjd~QYRWACZuCLRtv>@P3H3e@D0Vu0VpYolny(NA&o5~DIIZk4
zpZ5A;e$sEjL71ZA%oC4-@5o-}FYe#>sQY(AG$l5pK<>_4ttZx)$qJ1Oap5a`mrGdU
zv@{Eh)}tVkECeJ|vxP~t)W?ftN*87O$hC3B=Lw~ulp#?WH!Hs!(|(^JcN_N;S-Atc
Ty(+G;Tp47+B=kTg*AC?`q@7ed

literal 0
HcmV?d00001

diff --git a/docs/source/_static/robots/dexforcew1_industrial.jpg b/docs/source/_static/robots/dexforcew1_industrial.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a3c4b9bbcd60d5c4847b2aefe9c47c54169c24dc
GIT binary patch
literal 604678
zcmeFZcRbbq|2O`!_e{v185xO;#36}8wn`zJ${wMNW0aZbm_<m0l9?45At|FIJ9}pD
zdCvJg553>T=lcGx@9lT}Zr2~zm2Px8<N12L9?!?P-|vs7Fx{9Th+6Fe`~rl713@_8
z4}=-P>4qyQnP}^3U4UOy-hbgE1itW3LXf?Kn~Sc>ISzxX*EooV_CJAr&CJ5p3H$ed
z@degh@5HVSLEnV`i}(D$JxyY1<!S-mun4|+T)@SFv2@@uoz4DZe(YoO{l{mqk3HO+
z+`xOZv5#H!b(O$lOYoTA=8wnbe>}Eua>2g;0eH_@d%N4%Yhk~z7L!{!T+#!76N7IS
z$Q9CsRG@R%`v?C9Uyf-IB)tYfcu~KfGk*+0rS~C-vG@0LJgE>wbq|6{+I~Ox+b2$D
zE@pen;e(&J*47ZToC!e`S0U)g7YHIX+<OiD_%CeZ057osyBxtE8^{i_f;b>J<N#Sf
zBH+;}=p-ZtNn-jSC9s|UYhTz!{?}FjpT^WcG{gk5MD2JuTo5h|4jv5-rXFGkcaDpT
z2VVc@ZXrAzTzmpTB4QFUQt$?EY6$!rACG{50G|+_1i}@^!KH!l@Hq)+#S{s3%#Lt5
z`!5nbdR9<NOn2(*FbVg$rK87m4H7y@nZ(WM8F)@#ak(A;hL=x5Qc5Y{xC)Z-yz&J-
z{mT|sHf|olX_u^B?*+xB^UJ7u2Hp>OQCL*^{=;`^%jlTr870Nw>TJNSL+0V&;_aJ<
zweBVjgoB5Rhc%6WiiCgwIs)ELgU5+4rbs}mW41`>?Ei@92r%v|9oO&@@zGQI(F}~-
z5~t5yx*Zc+^rrn=Cy%(Ku8XT%VFx|$dGq4qO3IejdKOjzNRkVe1Mg+je}B)Hmj0py
z(+iQ~?JZ3M!Jx0`Mnw0P_}rXch?m>?bcn_7iFMPVdG5rzRZnZY)1E3vy>5-<2uQ3k
zRuKh^>RG<_q=JTQQ?!DYOpXq_#D|%CB9|y>htKTtF~47`^a!fXo2Nv@rxeBe=aW)0
z)mGKBTeE0U)n$-Kta;y_^$0*^F0pjrs$S;&z}B9hD?HMF%{A-Yg%c5-`uwLZN!&{(
zhxM4$O0z@g77SFtMpoD1!hgfrq{ybQO8#Z^#rx{<;vsS`o!(KsK?~*TUO8oUnlXiL
zDM&o@QV#!ddt;-mtat&ki|JlJWnniel;4!(wl~Oizg%5hef2#vs7~+Yx?YAxq|i-a
zvm3XsK&-mY{hggTsK0bR+~||<nQN&o6<ZUuSaLh*CU$AcG+)BDBjenC(o3uw_X-oA
zbaiDhv0r<&kvv%z6!*=RagYTAT``&6LXWUpurHR*itmOJt=&eqrOb1#i(w!#-#XaG
zN3%D${kN?}S8}wbe_|lpsAXf7rMR!V7>IfIW%WjQBkX(Ejy$3)xVv#zc!wMVaVesV
z5k-?bAwCZf?+5eSmU+CGh<(HvwmSJ%*AT@Y@9>QZKi@)2ZCyevFg!%O%3JrwK+aSJ
zk(-9=$I#~kx8GtQo3;(=9YzdvzuGKiOm$s?`hWpi9}HDib{&^rVxR%h|K2Tdt~Q%Y
z8l-&tj_%?dOL<TdIk`DFehC9rUY9}VR`;x+>g7Mch8??YwrHt-&Y)6Y{YtYIXnIr-
z;t_ZE7p3Wh>ed2S<||aLQWNZ$J$u_y^`}=D$g|S*@V&Ah_J&G9YVbEP#8Y#G)|DNj
zV5IM<URcT~BK8V;$#e2Q?-h2~ACVS{R4>di(3yI4a^8A570<5K8wBhF1`^CejV!et
z-mWObp$%pG5Ws%10ew3ZC1*0{!Uo^`d;^V$KwmQ1X&6m8bgLYPeIXZtFaJ1vcjn0U
z-Rj=4v(bMy{_n>B&G>`W?Qh2aE%p12?{BI9-`3+H)YFurDF${k_JWYJjXjRtH{>zU
zCJAVE+<U#69rWsSY^S^@_N!ChL0xAr+Pt|=x5Gq*UK=zU95aBus$2I3*h8xzbJKX8
z6|Ed;R!fyJf`Me}eV=5m$5u1VX$=b@mYY=o%t`q^yaPj&Wp;nt71^N#FsBx~;Kojv
zPXz4!LjJ<CkQXJfk0`@dEBESm*qf9H_sqpO*p@Xn=(BA<7f~tI{d%)E(F{Jph)1UA
zJgS}@RD=A7lwpr<k1cw+V0`)b@ZCw8?OQ3mS|2L(Hr3g8i)cWDpIr0wZ5x~ySeF2J
ztg5d1V?N?a@GJ^Fl47B?STQTR8_rf2z^>kab`3$D)|%rRHO}7UjYMA!0q|mFyAo!z
zumSEEasR(_!_iB*9cbD{3?x*K@T}Z(*q`^ue%J$z`9s0&ONgWqn1<dCe6#Bog2Vy?
z#hJq@ub(}9hg64LVA1WQH0@d4>dgKk8|;*AG3;Ie2Kp?<J|N0=_zsB<`=DS}nsc?%
zWKufvn?AbT_jGT{djkwKo)Edf5cwaQ8hF?X>nzmU*F{&7RHk1dZo>ZV@!viEo5%lK
z^7sh0V($D|F-cD@v8YhhE^f~nGUTPbU(7l6Fq68z;OvE$%9QNEUv!#`m5p!Tw!he<
z-x1^XW_dy@J3H&K$i+~8qn=l4v>C+G{pyOY1-E-U1B^zmr$RV9ND~OhMZ-^5^2K*&
z3Wu+~1oeJU!w8%w0m9LRAFm-pRz5`7AZB;ZpzfhR*fh?T&q`yU?eL>m;<GHVL+tZF
z1q0pf!m?Hm7#`}GkH42j!$Z8;zP?~ko^D8wST#S%VfII5ESk`pH^uVux>~cy;(T~D
zgI^9O(4)5;Kc}c00wv6C7BpBu_#@67((3Tn`a~qntTUm<!d1tzH^1E|d$ifeH1ds-
z{bH`F*hz$CK>#^(?SF@de(kFCnRD&YDts()RKCL}(@SpMUMsBSF*jLCWB<)MZ&p6q
zrziMqj|VtXj~KX|IR1H#cO5zXUF=5dgBok~+7Bc5G)1YULTs(yDT>HQ_;^L*LgnEC
z%qlmJJ#d$<;rVca+7yQ;CC`+g=_6U}WcB}y9Lk0>@0{~u7@p@_*Q)JKc_T!&jp$2i
z)-@@-<$bo(Lf^<9MWxI~U4MMovy)6c#1xsG(cYnI6jrH3^E~7A<1@x`<UgO>4^=7W
z@{NBGu#i6Dp{y38{_eKH(Hn6kuem%@_0vbb>ZHV8j0=WTFYVgA;i3A#*d)=TPnFRX
zt@g|_Q=jVU@ux}}!;$Ql#v>_s-ZcJyQWNz4GUC5d$X_YsuLia+_x;tt{)(UbLhxVl
z^RMdtSM~lo?)W?B`a9?PJK+3hnEQ9!@&D_%<5qN}scqx&#rI-K0!HfGq?wJGi_6YT
z$`(kcGjHD}$;Tf{ychbR>iSVV6XmPQS|K7yx|**tvR}l@=%s6%Gx;wjyJOjdMTzTP
zZE@vlJ0z%w)Ug4`myShz1=rv;tm7TJP8Y*M)yA^*w4W73PHwDc`PM{QbrTh$MR(5o
z+*@REyypx?@SAKW8qV6U--!;jIBV>;^a3a7sCmMG@azW!^@wNu5mOekd&7Zrd0O}%
z>%}UMgbQR%c_IQ9MOZ$Je|#~*{&SG5G5@TCweSgo4^BDP9q__hYn+=ruXDpq#0eV(
zva?SJp0v9}7yaTDWrL;el`r2l>weZhDc4_%DT?Pk^^;e?OBV;9dZ;__8OsAlySa*D
zN$cauCnz4|vNTFmCH{Q3YI~AK;^#Nl@av6aMvjsm3D<^*$4f+QCDHF2bsC4<lZE7?
zdw<3VjtG9QGrt)?mNmlvZr)1G5qk4+z;fZ6D;v}B*0HqbXK3G0rwa?{>JxLqwFv|X
z!UKpo%AHIfYOQ~)aayn(v>hzIQdmV7dxByZVV!c5%Hew3rXyu~%wvfdMk2x;&5?&J
zwNu%a>G+>AGwSktZ_-+&L!mD1QH+Z0%3u2=Ug>09aeuCS&F!b6IP;us+U<y`#j}}n
z7o~2V+<YL<R{bjL>-7l1zKZ(!?M|_sq6(iMBYXxE)fy>1O^BYEbt()rE50L&fwmqE
zd9GV}wynD$*5u@CF%USIV1<D&&?y!ww&uvk&WMsFlcl58=`NdBZu(A*VxUoHlW!g8
zsTG-K;M9uvH2*hz(|k?2iS>zl+ZzV-mews343uv1Xuvr*WVqW`G`P!5x|o7Z;QokP
zth6t0(1=9g38&q20flPQKc`-0{nU|sl8bzqY}s^F;@fz0w7goE;4QlQ0(^$d!O}Tw
zqNH7fvPXjQf~h#7zFmu+4yG1SQcw4H!R@Z?Vzj%?KsymHMHTYQ=nXa5eZkjR*GTet
zBylA1^Tu{quk_rt>1LRX<nB)MdEC6?eIoQ-5(cVi+swEC<=OL(q%Ya472q{SOP@z*
zacS3`dVF(~*FD8sg6z4LyLqrLDo?J`=Y?2xaa+lPb<Fj?pK?JMsNo994lH|J{dmQk
z;`?grheX*q4W7Q?3=NwVAx^%6L;ViHeNTC>i=Ro0Lr}7D)DW^OakQ%&jXnOHu`^yX
zXftS<+$^R%n%v?OvctK4C*orKDg9;(|94LoZAi?+V<qTXVk(uOTBq$|^(V;l^@7f7
zwVVn87FLbE4L%V&y07YNQ7?9Q*KOvQs)^tiXbc;@iQe}cU%AiGEUtF4H<{yo0ZE5|
zI6Og5tz4m**FK@rq3g~o<L^%<i;GL*zV=??52n|vyVPjrBz?<*pkgh-sruZSe?!Y@
z<It>Y{Q4PcS>MuX)gsQEmw3VqBP!~-;&$c*Z-Sl0(rwlU192Vp)*TYpYP#;e2wpf-
z%(Rxp9$M`vY7gXDc8e8Ms54(to9(XIi9U8VRFZ85D$VEVqVWZ}#w46t7Mc?z?}MpP
z&pq{mvz+fRvXhJ&Nk!<7sMc(TQ)WJA91FW+d*rJ~SbpbE`Hreqxsah<rCHa$MhaAh
zd~<TQXJDXwbGIB%q?L(7E^p@OTbNxx$rTtwV^$dk3SM#${BWzFu5nlWvh!7GPh|pw
z*bvgYGU|0VwBH^@^=cIkTC09=_T^S7%EecqULvA^4^?`xX%R1OJ102?W{)3NhLMbH
zrq(sM^VaF|WSp`bx>Pi2=90mC>Z@7|L`0CcBZ7Lobd8*htU<nY;C+FR`2Fk%2J+$W
z=#QJYg@M8R-!I9R>n9v#RiSFmd@m4dcuCK|(rkHpoatrg8Ubt0bogba)JlDc4gL;U
zC7K7%b>4JO4Bs4KEoF4-n9`?8-=@o&lZ?~NBGb62`OS<g&|O{9{hD^0Zg0i+n?-mk
zMAsjCJ#p4bmy|_6(k)WIRZ{eGb~69F8I`>tv)t&q#ha&*Tf#wJx3!8zL{L#I7PA;A
z$eGG~m*IonyGreg>xTa3rzO0l6yfi^`PA!H%e=#G$r#wP3Hzx&Rn)oUckyLiRL4=5
zuI@Curt-?$v(dEcJ9A{@J1iEPjeSSvtj^1Kvh}^o_Yzu<R=Ve9n)`?wzgC)$kq;+l
z-Obi%RtZfwqD(6*r1s+R>02*jin!wEX~~=PU@v}FTUWK(&Xmd0<qc7iysm%uH0`BH
z(e8!3`%Z#S<_Y2rRZdX7j<5ahn#G_~NBk=F5m!*QG|wlx4xOf04GEEpZ#d7K74P;a
zFrrr>`DQxMh>ACp=*N3tZlqN6X49q!eI)f!tta|qkvK!6wB{ud8bK3E3&xin86yVC
zluyp|jw4@YufUIsOSCgSi8a<}OG9Po(FvS+KHwW}a_dXOh*PU;ljv<bGLW(xv{rMz
z8{Z!VyJyv%3h^?$lqjFf(0MxI#@g!13ZI0#Eflx}EZ4u)n4gD?oQ@m1OL&g1n|WPW
z51zxD-D!xCZ{KWVS-<~qM|^#9POHb5iqTmPo;PA-3k?gY1#b)b%7qHKcPDe*yV8Pu
z`!n`pR^oA^7>$G?A$}C&L*e&E6t!pZlud#bMTr(m35L6K#Z2lAGKff=&`0WG4C1NH
zU&dAHvE*gcPV<jlwqQh#t6lQt(-E<<H_!Nd>HOAx67HCKnRzd#@yWZdPI@v)heZ+P
zHE7p<c^+0D1y!9mqM6HqlnQ;RUR5AC{MvSAo}yQ)Vf2J{CQq33-Oab(^EaJ&>YP>u
z^-{mcXVKN%pn$lDIl@kW9|8ZzexKcl@Vc@7=)Q$?$uXsM)tz(By!5Q0U0-yT=*jA<
ztppe)Vd^TEB$HE^-dj2|^g2Q#B+}L=j$b>G#cNSUPxjz*Mv4Gq@{yp<7d|X0=M?d;
zHPctUI$E2bq**~wzv)m)Q^$W|M%sfZF;MG+6Y0xOS1%o96cL66JKG_GC(S+er^BD+
zCHh;GbyA#qdH(xwLJ9Br?4!{oPKx;Fy?1uZc22H8o(qmZB{_BFd&7>d-<%5!c4{^Z
zvGREp%jLsHG}{)qMD@-rAs+g4F(zfRvB7h@Fj>ERmrOgfOpCl-PtSRtQ!<=BZ8+33
z{);L{cr(J%h}ML3hw*)xq(`CMmF@|-+RZ9aKj%oQk=RSpV^y4^B;q`s7U(Zdxzai8
z-s_R~oqrfR?s7&qG6qy<6r2fr`|_-d2AdRU-E>t+0mNLpiHIA$F|Zp~`rZRXbSLE&
zMKDUrxlxs?`i&z7ddaZ92=G($jy7UzVKjt$FyGXNip*^1T2LT3mn-HIT!e7VXJ0fh
znG(nY#cI}O=T5b?R>4BSLXS$1D7%;Ah!NjIpLm}qsQWu-MlXt}6b#xLq(2Z3m*(z4
zkU6!{3@<wiNd>;lpFO8RFBWuJ?{jWyc2?S}^KUwI+n#b+mWQpTY&TRFIt*?hmNZr|
z&?i`*$`%_;l9xXVf}7$hnPkS6_O*=Mqn0f-r>H5;dljMnqj))zwn4|N!TjRewV7M6
z9qw|`D9NWb5gBjrCA(*@2V<b3j)`hG23iY8SPr6KOIoPL9UBb9U5|lsuI?QFQ4O$P
z7(hPWh!Vu|SzlZKeq_Au=|FFJqY)h|8Owa9d4iDA6y2|Z9pd4YjZHVUHx?ZqZRNEG
zqs$k2PNRmTGtr}{A`J9sWN?Pwx9J0769bLJNnxN?_PG>I#Mbl1i8l^#C~A9vkyeJ%
zXl_bre<3-qO{tH&UDHbF0+U&QZ!*yW7zngQI}9}D3F{O>MW+B4G{82%GP{uudFj4(
zyd~r^veRSo*IBv0`M3pV*)ZIRMBe>n4>%K?er1Obueub?UsAoL>SfK{(1<U7I}l}F
z-6Mm6w089{kPBN62Ku<Pl^+DfFAxfl6U+0&EjgJeRVwjAYN}*j_o9$pLWXs!cY~Zg
z61MpA5QJOoPf&c-SaTj|?IM=caR;~R_HK7!oM^itrO*ijO(RC~b|TkX<-Muc6Y&D(
zC44T_dDw1xrM=>;IV0Y)wt0JH?DWAE`6IWL5rs|&@X=(%R=r#iaM~Od4Z6T_Hn9s0
z+x*9;XtAx_`;^Lg6|-~h-BRsBNMx+Bz!fgkqz@UrL*{$7XGz8r^6;6#+A5WaYBfCc
zBb(VooVL<GT^YF+UTxX6;Wv^3Y-~fTM7B6<WphM-4DiKA7Z{=t1_vz@Ky-?rqD=<y
z!VvSYKG+r;6*h4CVCZxry5;>%-Hl{_(zi-KB|5rRNn{L72~%meimb5ntSt-;a<7<V
z@NG8?7TWIAIR6`JDXU<O?yf!zM7Q#Ljqjo8k1H^PkV6Il*HjnU+0KEmyn}%zsjx<e
zU?79ib&Uw0>LpbSG{iple9s6P7pl)wrY`F9q9tF}$VV2$mbI><DVAZUw{;OY#yiKs
zacv?x4Aj3D+Uzs*=q3=TT{s}9IOmeQH`!pP3ymtMDAMW!8gftLaDZQ(a7LV(RQdkw
z=dp$Xi?QT)yUb(0wyV$guMUoHQ-T;Rr`iiqqCGRCh=8+sreGtmJ~<4uOBC5+2f+&<
zqkI>rOIM`MwNy1+R+gwRJm7}{f?1ZeSx!m1qS-sTt2)p-vc)$hWro4Gsd@ox(O#H?
zkOHnlr)<9Z-0e{kxIA=YxASRu!0iIc4Izr$Gs_H;p-{9boT0d-SQd4s?qDXV?}ZOG
zlLYrN$(|Ll**InTkMZAt_ZL8t!1^xqVxSqYiQ7H4Jl0U~&9K%~JhE4U#-EGt7fXc_
zlh`*w-GLTf1srUq{io|H5850JJ_{UKvY+Sf``bB=fp7-fR3BjjFo{!*ZLlmWLpUMQ
zY@nA>1_H_F*Xg3L#GT}8+ZWG6*e&1RQ+1|NJL73MZ}0qMJwo)s!Ar#4#6YS=>zYF2
zTBY-Xd{OJH*!{)<PyUL5y};T6oXB&xn|ivrIaN`8!>_~0N2s&Rhp<b*!@hO4fBpEu
z?0_#EN`z407;q5;@XJvI2$4u^^$Vrcr!tIq_)yX-&Y9BL27h3q!=-&d#GCVAL?naH
z=IwtL8(+cL(y6uG04wxDr<A?I7R1ODyvB(dyyRpK!}@&B0zGNCv-vm&s|aNYL0@u7
z`yt!f*1|B5<>X#@{^*4*&o!|26R7A+45SXWZSN9}z&^WMW-+{1199z|pJy#^Cl_4i
zu=~Wy);J(h{o&Ax3;(fV?VpAAR}k-Zs|xV&i~U@pKA1jQpgDkIikJpT_-`FJY+~cY
zdv&BH2BOqC@abNY3=qa9g>Hyx-~FOffq|AH+qtoYSoT*Tc1G_P;sRt^l$t;OxXrN~
zoU-q4suGnI3+OjYI!pVS5A}(2uy#IF^iNKK^__<EPoZ_rxrAyESQv;n8wAFyb<H4z
zW4|5()y~!v`PqMN$YRAzE$n(tneDr`L0lV))6i{dW<_@o)3K-PQ*~y4mMm1pwieZD
z7{YSNeI3<snF<3X!TMySB6o>aN0W$9TzNfbPJ<VIr6_wMp{ZH`9FpZh+HFfi?DV*}
zaC5jMv`L0jRdZ+V#=&X^S_jz1>eYWg{sr52FYWMM1&Yf~m?7x9!6lB%vLIFr%6(RO
zkX;o;C#}l~hyBZGNppL}8LSy*%(fE_EsDS{3R?TWvGGs%d4TZC1X^5@QlDfiIHxq`
zCbm_;<9GEM^HH*x6#?`5QiE($ExyH~-9G~w@n#PogjHKEpkU5degOm!FIQ%t0&m1`
z95nzr4A6)?=+i4I?J!APpFZOrl&`amo^=HgrLYU->(M_wx?++(x!r&$bOn_x6Fnve
zs_vr^M5o}sCrtKh9eX0lyA>mxmN{$s@vh{rPWcAZt~b<!xN5Ejin*xA`{2=DKhWOb
z)oWmnHvX{?G?N6+$UmZdAJ#NZG+&8-qp6=2hjWFOgEe7X^qC+j2D)9U%|Vku%Qi$W
z{I0ubR(0_ZdO)DeQ+niFF%WzIC40p3UZ=zsh|F~@TkMm1le0>FC$|>Q``QuY#n!mg
z{D{tSwW-!DkeN&MHMDo%lzft`eK3bK5!e)h?Wd5^ek=XY6snJ!m=xt|G`|04OQCf>
zl~Hc6vYGLul&mbJ)$pO31DihT+w=u!dkANZ9K>?edb7Jv8F$?Fc@R;0JA8S+cS@;G
z&VLXCN%(+v{55n+xvp<;iP^KER!7fo&WA<n3d0JU#((Y?NZIMRov=s@_=VPe7*-B4
zD{);Le?opx`js%a01djQcYbhtbRkxw<$<s5_<3Yaut<&A=5?VshJ*~L!S7gjagIKb
zhW+TFJOHg2yZt$!5&%#qiGhA_&OJsAF0!I&OxD6-`=w8GclcLXD6}yj;xTx*tozz-
zR*{~`pa2T@r%sz_s40rrF2H;7++Om~{&}Iy^LjuB*6P31hJmCJB|a2D^lV{w22c`Q
zw}gEO)gT2by}*9+-tGDJSdk+@)iOdYlH&-11Fw9MhMZkJ;I3Fdo6585L--GCJU=RW
zQp>SYAF)a7WsQM&lpD9trxe~BM8g089`h;0KuC)fOVUqpJY&4+PjjU)mM<)VMNHJG
z4)nJ5_-O%j0oCmD&xvUH&CC-ZG3w(>G!R=&ScDU~u7mhCNjC+yxc*(?P0(7kRCoKn
ziCr_0e<Hr-Be`mR^dv>?CgixVy>jUO&w|FTzQa#gHR$<|Ib4}2E<}&~X;3e@L7~K!
zne)E(_sz~H8pu?@0%yj*J{{&k8pR)4$zm@Pu%6W0!^_o8)Cg>NRZs7LR-n`;g=HjB
zvDBKOHZHRUezpEC6a1t0#RKS)lLzDf;(l0SKL@0?w|k$Y`X`08P#?Xlfzg{Er-0k8
zb&M*oN3DD@Fj1sdhf)U<XO@4wS^m>7bUW%-2$h0E-(bZ&v<|ulV8o%bDu*l0=!%s#
zT+^P6jI3NX`MRX%rJPaCYis518+Q)16ve#?2LRK&;BV^jKPoBp`f1FkLhMQ0@#3dT
zRb$4g%$37WdM!(_i8Q<(`+e8zfX>M7tqD4KBwE16ad(8R=V=e%G5%B&Ek_Rk4i5l0
zBz)~&#%ago2^I=33xvQwT~(lEj2iClnHN3!{mjE@(_^6wWx`G<vx9{o1vX8GZW>D$
zzCP%g#i>b~w+YBc;|W>zO)7UM^vUW!ncfWmB^oCxi)jrEC?FrVGtm{h=I2WUTp-~x
zq1}0fna9r#uAK^OtXS6&$3TsHun1Tgze@;`NEj6jZVEJ<qb6Fr&rxp>kDjlXKDN9!
z6N47+yHNai7d62@(GyB8Y%ftdu{&RX2%D;)3ji|Qqb821rTr}51LW1)h&_<-70XQg
zXj55pAa2pI+PPQE^(3Z0FFY}ts5oir=uv@-Loc*&kZ1e?gaL}{prnX^U%S|=+Tm2I
zpq>n4p!VPFk^RY7!<i6bHAqrTanS|NlX8R_Nqg>LWXW5(97Ef=0|*zSDExnblmLx_
zS^mI4fCG&rf|d}2<rH$e&sU6fn~wLrn>XHOG{2e@<TWKRF@FYBp#SLDz<~%52zxLB
zpxGn;f^~s^Vvij~Gspg9Bp}p<N~7ERnqdFj2-WLDd!N3)KZrdh@|!JV7ynJ!V5hSx
z<i5<sfxXZ7khQJmKWGep+a7h<V_3hy9bk@tc{1(n@5LTVyiv8I{PpqsoTiRKeaODH
zprB~V&EjCw$e_Z~6~{wN4`$h2j@^+nrD#Bo?Y04Ah-`<Qu8-4;8j=m52#%Jz94ay`
zXpZx<7uml{HS<4P6W|bF+nzuGXa<00DqBpj(?!|ej9)LV-f4)^G!>~2hWuAbA`h)Z
z^P4bSf$a_t^qz&S2LZsC4wzw3^$kja{pA$5oIoBPL!Lt(>mcUwvm@pVg>#hcDg@()
z;~LvLwWi*|^9_7mvU{i<r?XFE`D7;Gf3RIVY(k8D+6SVUOJ2Ss&j33C{P~;z=*l(c
zRCxP(xwGvoCD;mLf)17&jSeL+lTU{rdlCAP$Nnbd?L1unhQ6@os{{M3sQ?$ugG5K5
zK%yYcwNdTF-km~3GZWri549R65t9d^xWzXb%hP<D>M&3S0P&Tm;2j%wd7@BuEQn}V
zz%n#s%U&3JRi%K2&i-Uas!iM1MA$6!x^}A41VrYitLUUCpi>fOuj<aja8PV<#A5j~
zV~EC$qtYJiOMsu5PGTS<dp`uR|DFhO#tZQ~O#p8Z*AWvMdQf-LV*&3Ok<*<3#V+-F
z2F079pVB0>Ig^KeZs1c7CsYR>B((B~cA&dhm^fmkn|;Qxh{!SAIS%ru0|**0Gjva5
z8}P894t@aTpdQ5W=<#Qljvw<E<qp#9U=-J2kL2kc1t3WPdIb|90zfRsWas$P>NO5&
z;Gd1g9c-nP@U^{nwN5<lU0?0$=GOVUYx95hARu}rqRhcU0AXa~Gzfw21ENvBvU)`&
zgnb$i`7{!C5LIT_*3?U+u?eEIz}DaNj$t0`N+|g!%GTzEf+@~}^%g5FfO>m4pASkf
zu+w=I<@TM#2h$iRH6ZPQ7O@@0qW5_Z^Z**bj#U)$ek%$<s-Xq*NgsJJws&_Ag-A^G
zp*I8Eho#uaIsmTeKmb)?lZ}12(%06ECl2Rh$hXYbFxcdwG!s26_ke`;n0<m?WZB!b
zUf9R4Te&P5oc^RP8%`IRkJa6Dfo~>|6MKcz5`_CcS30yD-=E82H)TKnvC9ECiWL<d
zQWjYoftFx*wYRlqdu7Ry-oN4pnvHxwtDwyDkdI*hs9DwXve?2wwe|pJ*#^`wY>ItF
zUx;jRX+G`sE~nF4)MudX#wjF8aYDbJqiIe2hVk1&a6uK;4)*0&7ew@Xl=!a<ITSel
z3twT_ZVxKo1kjaI;omjlh8Va%#~6Y7PK~oM>D*=;xNry}>HN1SLe<9Z#jY|Z<>Xn#
z<&{v*>T^_wDu)_?Rn?aBDOikK=4if0fJb2a#Pg3Pm`HE&!|NWh2HEG`mprfqF+Ylx
zNys89?;XQga6AB0LG@@vai#Q}!Ao)M*KHldDwMDaG(PM-2O=GiSM}1;d4b|KwC+E0
zD(%F0-e)aQV{?g_As?xfw}&blP@jJ@pI`Db`<^B!^sk}^L|(uMrCi436H7VmgEa`F
zV$poxV*C4)><{G(w(|a4*s6g_2}E+f-zx7b#3c24s{=a*df@wLE0-2mu~jYfYYtK5
zsjkxIX#H5+Q^=8ZMEao;VY62vg!eN07t;qS#z7skaiT1ZF74bo)*SJZ-HAxY?5elK
z;V`lG!IQp+xF3)oL74*5@Gt!YSh%O74*u3*r$MV%)cM2+TMtuM;k{=xp)I9ALPDgl
z``Y|&ewT6cA^Q&J^`3FJK+)C33$tSZzsm>`LksN;YN1eHRU-ABo!xrXieQq0$$=j^
z8?eiV1Sd5yY_E9&Lpl9UQg8)yQ@kTel~NFaS{m5TTk1E+*nndR)QXUw+wnfHG{R4x
z^y8rdTjqQoYEnPpp|NWRw^|LP16D2uQn{Wh1`5GI_RIhPP+_qzsB^N2p9;?EfSRfz
zN+KSEu=wzkd&L+Wqxm5~sf(+dHeVy4iL7xPs0uw6dK9On*!IVp&BIxUXct9AbDO*&
zqKic1V9or3z?Smjy`Jz2G|69y?J21{R{;^)@Z7RfARje(fCK-SnwlZlLq~_J=esEI
z(N)@%SXb3{qUT^meg;Z8x(PYA?l+QX1pJEC9wUIaF;JmZ%AUIoQ+8GM+J(wQX^fbV
zh{5Iz&gU5F^rxCSkJ~Ry)G$nG9TwHKwv`79Z_vvRZf5rYcLaOg_|lJ<iKyxysh(l<
zZAw|d1GsSSO6*U*T;)~3&#tkeHWtn|C+rJ!ls<)%RgRai!b;h4s8&h?M*^?XgFpk;
z?&AY6g>ZyXm>%dW3-;_|KuN|`_>#!xYiQV+|6VP@LxuZAf9v3(rovy{3B1cSi0vu+
z<@UJ^0_FUc5lFiLg$V(<TaagpD1X78Y95fvHufi->d8~W+2nTH6^sy0ih^=rfYPjj
z+0R3Iq?+Phz@70)1$24z-5aVDJmqR^|JuXEvfu`Q&R<f!JqmJ+xH(NWyPQPu>?{jJ
zvIJ36JiTYk+g}{nlK1%;JKLd5(*lhg;JN)V7T6!}JzfPi4qK;mX`cf@!%uG<w!}V{
zJlon*vm+hZVu?#nxUhQ`WjjeBqi}qvJl`FPnuSaGgj63!?SS_K01^+wY8ID)X0bPS
zpx$c(Dq0`_K_I&!ux-F|x675D<K1V952fs}ZK{@;l&Y*BF6$EA9TuvmR*$zLG`)Ms
z(R}-B@6EWdf*7C#v@k5(xhIVU&!7;2<_pFzFiF}s{0~BP?VU1k$LE!Jh0d5f6QjJE
z`+n%|n}a0+^y`_U=%%(kLKTIbn(U3fq!Fvt{|@~cCqBfP!^stkqU?*V_IvJ*1k@jN
z=)dAEkvu?%RKKVi24YP4hq-GP4R!~Ym^sRWS%=@5V(+x^z;UKK6x9a#aQvgvaQ7Bd
zL;Jew!yN!<cR=7C`iGTqVrP1Q0%^@Ytwx*l>jB9vYQ1F?1HAzP8>z_M8)vyD-$KPT
zBE%f?oe09S3x|+PG(dEqJ&Eo~bN?YzV0!{=i+yX3J(2V_R0iirl;KV-+LU$dWMUek
zW~3FzODHg9#BCLIA$UA^<sh=PMVUwToCQAHgNj(C=lrWZ9R-O4gcOb_VjzU7^hpK*
zTa6xGvA?#ol@~qWbgbNsY0K-al2t4be3wteVTuQ;eP8&BzubL=@XrFdW9)2_-UPB1
z=!#S*(cgOY2&fRSLQgT^^_RnQv#>rHc~d7D?wSFZWMGUj5Ar7iy{-6>SLGf!uWcI+
zal&|z>tGl$gLQ^(Kj5c(fy0AH2dYhMCg{|%*pAqOR+(W>JjWYLBaB0t)+ToI+z}5!
z-5A|R@0xHvE^-!d*o|u6We%qq&N_s7jZLtWp(7udmM#~Jm0i{shrI68XQH@(r}FAR
zhN&awff_0AO~aljR+Z}YEYtvpwmk~2bM<5NQ%%~a09DCjED)o>t^Pl2Emn2DjY!wn
z;iq<a)i-&R;G~dGh?liHXCu0tIe>VATxGj~y%2#;@q87JcBZoH1=PC*<iqWN*#2@{
z3=~=`WH14}b)YDAclM0Q3K)t~B#`vDlsAb`_@iZLu&&G)n538f9?k$c8ekc`O0c|1
z;q5*&tSoyAQI9C`07nAA^065=b;#gq#hh>f&UscLrj`-1wR>59RrCFIvJVwf5_h44
z5R;E;TNx;)w!jS+u)>{O5nzIQ;Op1?dN0=56KQj4(`d)*A`Dn5=RB%IZsg?|Jv-QW
zK=nE}R00zpA{19!kMwD5N#LyBP}u?K6X-ehkU1Rh?KHkXQ*$#T^(@K4DMRmOuFP{X
zL5KFv6Oj&ZNNe&Skm12lYH!L6$_#dTpaob}{vM!CVxG3B!9c9sE7zT(YB?&z$~hl*
zysw{{r@A0^o2%zrOfctX0%_<62U5g<_FCuRx!NfD5g6cOwSz<iAgG}3V9C{C_yaq=
zn0CFk@=m#^wMc*I46RF#j5?CU{8+iTR};C)y@RDJW=|S=2LnkK2DYUgU>keHT4Uwj
z(}jD-BW7Xyau49hTlwU@<3bc43H(IrpW^V@xO$!28Agr~xp&|KcJ%Cf?&5EW4m%sx
ziQH3&%CJuT4fU!E9l^BXMdv=p0ATdVqH{t~d}kM4U2aLood*3(+}^>OomB@@*F#PY
zKYS7bl(_?>&Yq2ZM`^oDb+=2ci6h@R=7vcB?n1`Km-9GI`XuT<a&~Kk266ijMMD}`
zq#7{8Z@+Z7lw}DpVf-~6w)X)Lf@yOR5Y~^XIs!fpM_lyX$ZN_eHCr278^}0bopke?
zS9sUsUyeJkAmc%O$N}8gp_Z)JRjVD}kqrI{98hm$yJ>-kyK%koN%zYWPvN_2XYDhC
z-G~xjOT-*iGvjXO7gf{K9z4`z;>HjCcl&#peo8X9Ge|;F<4usgYsDW~hdtOK_os^X
zk5m<neguX}_;`RjhZ#MneFqX=QqqHkS|zSvE3g07X|}|baGn62UKuq7xBzrQ#OAVb
zSVEjjYuh2b9z8e%ic%+H6Fm}#fd)C}5)-jDp8u0j{pz2Z<2~m+)M<x$hpyJ}`q`gZ
zAhXH{K&H|~r4IX3I<V`5zT{`}>X7mK(y%0uap!-@M4%V%PcSn9w%wDj0ZC2(1L)55
zY!!ZO^*B;(9g6}^0fO>-;ZpqB<gH5ik{m&t4IehlPvbKj3K@`>U^b+&clPF&sE)HY
zJICrK$tKt;;*D4ZLXZFa52DP;?FJ>;p7V)C-7fCaukX(us{cT0!qyGYPp~@4{t*|T
zlN=g8fuUW4|JOOk$9SEIZ<K53`E1Ex9Psh&;-?3z5Oy^%O$B|Vaf2?u3j^^35pNyb
z>kUsJ?SM?@1d~g!dxl!rX$?^KmLk7^=_M(+e~pG3KHGknhObwLkd=iMp2yeMskRKv
z_BnC~<rt;CnX2)->LrapaKZ!hrc5ATEU_PgFOe-lW0GwX7)WyRjq+=IxkG7;MSlM=
zqXr`FzaWEsE@`(6RCFr&*8~HDc|XCV`Y@#jF$!eqJ#BG$eeeD3T}gO*RM72@^1z;m
z!)Hpo#Ia_}u=wVJ4Jkf9tKYlrr==B)2YUhk-nk`*K`dSb*rW<f{o2rYZ$R1dZ2}b*
zd#o$>mrM=l-}aHs4)-4)(u>%<d;E*K&yt!da_ja7r%2k9A9C1U-NQ<ag8K(M*ngdn
z3f@=bv8NZDu^_bDJ6M!L?ry<MSJ$DlLGYEmy;H9SaDW_m2++mkmOOOX4#=2a9Rf(p
zivWaUb@&K%4t^dE0!a1Kma03BdUHXSVD2pZp7q##OG``TXG+WbzQlu4-M+pLu-vXb
z^A+I9RKzwG-vQ^Ag6F_k{_CFRkK$f2#Yfg8rSrsday;_t$7`RPxOO680w?_H8j(+T
z>AC;lBP!T~Qf}oyugngr-U1D95d-xCG7Wmnf%6iL6ID62inUfmWn2v(MVcEOe7Fn@
zHLi`9G9?o7<#zS{iNf~J!~MI$KVwJG0y#kN|9K_^dm_$`+;Oxd@Wt-KjZR^qdq_B*
zAPHqst%?FNinv<)$k3OAwG~W#|80Hy+62&?evb}b{WCfMXHACg%S;&g4dE`>m%B}|
zysPExjv5YURqUYeQ(-#XW9$&=fa8W^pw${@4M26lFkWG6QNn1iju1No@DbvU0CS+W
zJki~+Km^cLum-~l&HVmsOGz8J2#H(P(_<WjrmaTEL&f7iKnJ+x%QjfLdP|qI3y|QL
zbRs@9H>xO(rQ1nH)+Ms#{&_#ud;0fUkm+v~IsAH&$|)waw-460i#~;N8BSnAQoPXn
zs*kFuU(G?RM*cgxovq&|!%1FLKA?i^Y1kry)eHPS4F7PFn)|WPZ|&v=ZoRV%bZIXi
zD~9NPyP}hOGxJquw2p}7n@1Bu5|XS6gdO^6z1Pl{asSA7e{ZIOfkc(ICG(0Tt=1jd
z&N@kJO$p@09w{nHTsd3$?&i^j({tGsL@@DhuUtZOM3j13Do1|2T+Ze}QZ{tclzowv
z_Ue9A=~;4Oy_Fk<a-3$VlI=}-Yp8;jWk8vy<vysd+L3w<dzvZc@#D$x+=~UgjQhFu
z%q81v8;0tB<VrVvZjZ^e-c3AfdQEWH?pS&MwT9Q9lk3{7pYbC6j@X#82F>@EKJZTW
zQ*cthwz0?%&Ur^GFE8)*$3jT$(!jBXMz`_mP=dVIkDpo63_$rD%+gYlzIPwFmqgG!
z7NTpYwSg%}*v{XTT-8mknP141Wb!mgqB$2TDJ$Qy7^)WG&s)N3QZu((4<~&aieDO0
ze!bUayC&9;(f?JMlj^wXz~Wicu!gI4cTX2Hm2)J{WtJ)Hzj?I@afsh%PPQ8CXEsjz
zq+cu-X6SmG{Ya+V{kHNu%8wP0S0fU$kJor6a0Ta6+G&(jcXD@S1_|o6vlKuDpUx%r
zt8O+hMx=(A<2|xxZCGnxD9QN>l{^BhsJs5|+RPxnF5QLTFCpNhZ5avY=e5o2by{uj
z@uIrvtt)7^w-M?3tV;Qy46FEs<C&7!8YfT`R~v8@#p06C+amjBeB75ezlY2BuZL<w
zJ*)lRx#;!ED-J0s%K;}cL|s!Yn)-|IW*i)GuDaBSk=Nr6iW;7`zLY!52oupJ5F=1J
z`7S(|V1xYbLv3YB)}Ejtm$j+$zVGflN@b(5qBBM+O%J#Ooq;Tc;%<YnP@ImSXoBQ}
zS#~cI1^ahHVNIG=_yIVuUQX@-Rd(ua1rt+RB{JqRhBMJV_BZZ5Qx_mU7IW2)U?J~#
zX}oj+DVY`dC%8F@lgsQ-JiWuTWIOSL&y<<k&C|RsAJWhBUUaOQC0Qwe8Gran<kHO2
zXI60@DS`jUd`!%ps{EUVL+g9uB;-7?Dt?e*c01dcm5?G+8DH!W505af2n$_S(bL*v
z(T_u{%SswmvrZW3SW-ttDGI=43DpCh+eVT2E)59M)8^--ikTCWQamTGy++0Q@EN!V
za|xR>r{AHuqnJJWw67}m2UUd2PBpVoz$awtC>3sX{-`W2S`B;I5D?O=oLFPKx*Q-t
z;_%R+S^esVPOpfw;l-Ww_c=089y1nv>q>P8imbC(KF%Lir|qCb*x{`;WggZ{F}uN1
zZkY9TE#P>$)S0I~#3W<Pn%>0~GugJX`Ap|lgkfPLvy^RKlF9DVwAQp2>~bL1j(bzL
z^C|B{yOsx>K%V{ru`T%Y_RZZW47+smrnV~1#WecVAzZZp8goUnxLSYSq>Nkmet3Rz
z<GHub+@%rJ)%Ws;t8)4q2wK0ZQ57Dx-v~IdT=i_D^xV*O;$VXJ>eKEJ%4fijP8>f<
zeU=!XH7QET(`Ck7z>CIqmC8XyXFPX_qdT8m$+peeD^Y$lUHE(jo`)%OrexRD*JB~%
z4sgy=Cb4fn#(EWx;K{B22&Z2%9}x29ARq20D#!WAobNRGJa~dr=6l-^*L-S}n$eNX
zJRked!z<Lvu8WJ?CaaSS%}Q1rbcu8iUP=jNLhN@CY2pDFQmZ3ti#zUY*66eLKecNq
zxwknuolb*8O1eN1P=e+d+6m8}Cg+GKXYOr8d`=P~|4>gPqwwVpvW7xqt~nyZ%J7jH
zvc@=&70>?FR_)P24Z?vl$#;u$I+<jnc`vIe>K$=TQ|vC6;vtKpco9L|tZGH8Ku=|c
z@Q^AV5)_VWCJU%VZI`M9@ELYVb0Ism#R=%L81QN7&JtToc4bw))-DxnNdQL+wsPv@
zR(dx&i4(@w@XoDw&i$MmWH`b|N5<NcP`Yj)eJ0@ghCR7O)dONP_rdJ7NqQw~a|8LD
z@pAvX5FggSei}KBz=Y4OQ6j@v9ZlinUG3Wqtl`U|)QQ>t9{q7l`5u<(tj2YSBVu95
z)Knb&`zPr+lDz^bpA^^x9M4M6iV2`~z~Q`rQc#r_V!zC!9A_27k@3F9if}&Pol{x4
zssEHhFKvFgy6$lvo}lLBX&ZWTWW(0=0cshNw{V^a@IRtI7q5tFbr%uEzep@2o_(Ww
zSkqMhg^*p8+MUAXvN9g(HH)P#N3vdiJQ`aW-WWIcewt?`>&v0K6&W%i$NU9cvnwK!
zaPk5T&z(TRd5S8!A@)@I4Z@J6{+Z&o$>%pyY0l-76$Rl3I#OSoSTFE#6Zw8=rzWUh
zR<e0=Xl~&+@l)G*5ght&pNDgl>wZeg-eJ_f<mVdO|5HRo<MoJ%x&nQsu(Q|6d_?dA
z8fjW$j;IU4PG7C~1v=7P4Nl%>C~i7lTQ2Kj`@a315Y;)H&H<s*TenP&{e9MnQncrW
zyvb?KX__n8;u=M<0A}Zy>f%o07RQk<WE@^FWf0Kc9r!UsM;FfuPHL?q=!C)}WWIH$
zQq{mL*M=T%gly*?jf}FQrXpNOLDW=%Be;UPp0&=FTA$cmrc^ZVdUD>;wxn$J#{(Uc
z&HA|y8#?M-h>X+x9bWXAtDB^Jp7}&vNSmrag@9dC!V$XK=i@E9{J=?7a<O}RITUW~
zVg0SKA@KuoN<vTty27OHJ+Hct0fjoD>+{Xc3o<$$^lRBYBc!2SCY+0Sqxc%l6!%+7
zPF^I9%Xz6z<L=cjT{dNcND`8!oFyx|H99^zBIU0}5H3!JG~S+K{yr2|Ybk@<jN?Mg
zws`lpS4}LmV6ML9vO36^dR2gffBZ~%X+<j!F3zPuacS>{Rh-E1=}zLDX<hXwvN#{d
zreeI@d<M?@b+?)+OS;KQQq*ho0+Rf)0FNFRU(MeLx5c??3gKPhTtLvXnMm_pZ>@BA
z<wV?57a8%P!keRGs_moqJynX^xDDNF-GkTjk%eTDA<Jva0emc}k6dk!{IJL_M#qIE
zLU-cW<R1vD!9OWQn`_1oYDB(gI+A>`>G7AO`*QD}KLsaa@15>*wRU!O#@EjFvx2e;
zRjtT);(7QCY3=N@+j(V3HO+NZkLj!P@+8JWu}AEW<#~ujzD&B>lJY^QI9p97M%_ax
z5&uOEPAUXW??7b4Tmh^XDKnCg9vsF=J-Gu)syNzZOg(K<eYV9vhC@~P%SdqN&pmD^
zEF=F(*m|K0_X7z}@6fH*$(rf1uaO^!AIIJzA;Evp+^i}nG-RLP$L{K&ogGH1V`<6N
zAZ6;^zg0bT^e3%w*Yb9sK}`CI%1jS;i28@o^a|q6QCd|Yq*9O`Md)C{<R{_V$S7Kt
zrv^8hk*%G60;YlnLa~yzCpjDxy6rTR>Jpw62)RkhvvE)3UnUc1j)QyP$7EdCF5qlz
zyKzrEo{4BxDjb;|d?r9s8wXDi-VG5nEz8{&)qWxP=`=oBIh8GYJMn#JIDs-na&4Se
z7YE|M=+4^Zh&#MiA=%eJ%u!H4U4M_}xqy^cyt%Mhb_MKul(KFHe^Ii6eBfuZQdK(R
z6<nqP@6aums)~omLcl#{ki@nHqF&33G*>$0Qp0-u@J<8{9V<VQXYyH*soZHNoXmB6
zbg5G))XKb}V=e~w((|eZ15W(><M@)=gmvx}6ef>(tMD)BRTxw-OKuZQkEW~Rv%D<p
zxR>QJQSa^T9w>6@RG1rcS+z0C?Ztxjb81bTJboH=5bHdgjVamw6LF@19zI7^wr!lx
zh7a>rO->Jjh8)h(yKQ&+i+r%5vRcJ65p@P~J1Q*>i80X|flpe|RVBMaVFnB$a2Jhm
z<^_w_BcBCzX<c}U;R45WyQE}dTGeMW3>BaokL?tXEeBOpRS6JXE(&tz3DMzsYSJZ~
z8p1&_P@6b2^CSH{ToSig2BLaws+EM7B8rPPdOL@IMOE*_Vm`NcOkmZMxQSl3AZzsp
z&op7wUU40n74|~&ebG1Idi^Kyz2<NKT<FA)qVlAr%rPjPapdQ!vKKOl8}yL@$I0rh
zu8bQ%Jn<spH-DIJ@P-g}RxlbB^H39W1btHcvSJOxCGJ@b$BnuyPGgrt5rgYr?i)Gs
z=tcf{Xkv`W-i@8e(HmZ#kEc-E8aH9|w6}hW^G;o2pDjD=a`;gwo)pff@X4*<%bfGO
zM*og59P&0N(cJz7`L_~6j}nk9GJ`V+V=j?2`|PcHc2~n6Gs{JaM?YANGgD5vL$@3>
z-nmL;nO?BrVD?i=_Uosjm!}aB<mR9ppT(Qq_?~drlT@G3E}dseRoLF4e<*|}5yy0v
zQJSh8I?|Egx7&TE^uE6ztpwjI`ZrY8Rh4t|+m$qImEMu#L?gU@tY`5xAF>#EZpkW}
zhBYgE2{3ZAy;_XOOuCe!BCq4rz{4yV+<-#xg()5p_b~L4AkuU!?c}c)JHuE&9(6T*
zA@B3^LDk&U=+}wypQB2mludPI>$DZk4ZZwY9F4isk)o;YEL9Z>{kgTxN=0krreW9W
z%ZjAE2CX?@r&`|=oH!Nwwe_JoMPOnaji9ZVi&9qA*z|byDf4_~%V)McoPs(~*1Z4&
z3b;MwqY+q7J$OAh-h@#Ec5YsVUVe%2MQw@#Yf5wU!bxQsZVepU#3%!)%N1+#)G|~q
z6tx|OPQGc7!Mji<X;L=RGI`Sh;($I}B3%qb&(0rZ?^UWZZja_Rv_0yBz8tE0LI_7t
z%38#zB%+l#hoYFEH4Hyrvg^Xv0TKP5lBSZBS93O8yYx)$o6MB)1BBC%MkZMkTqMkd
z#q$e@@%aD&K@o$vKF8~@PmH8dF+%qlcmni(2#~YTE_iqm+B=d!w#|NyE<ac|x<+pl
z6}Xi#m^#`Uj?Lj;yw(qnYr#wWx4nbDUYtDF*qCBM#h?3P-PMyKBErAmo5ljZ#&t_-
zMapZ_270I0@C)#Z?4LnXNVtf@MXD7~IZwCkt<`|z&=r>^HHF(&LWKUyxQ<&5Z1eK;
z8|OM-``d1jt#pX_#qwUfx@M|~e>x#}{Q1w8N}7|@IQV2mg7b3ytKU5R8hV;=YVfY-
z8sK!I@U>sJxy3BIP<FXAOMT5%(PN<PAhflzo#6Z&ooaJ7GM-~hm*Ru1pIg4r29s1!
zJ}aDwRu%s~{Y+QAvMaA-Nm9hylTHKjGxgEs95Ur!t`p~y@iv6IAyv;t1WGS?KBFWH
zH}Ekx%-S3rUb%5RCx=gvIv|FZh(m5RZ}75t=GCI8ntW4^u*`=0PgiX!y65QmNd>KV
zpm<X{MQ)t|B9$|7UJ>}0NMzKzBSLI%`c_GaGB_QvAr%?#rYm`HW+sP*7r(&S@iOE?
zG__^>Y23g0KF(tSJ!_@{eCh6@fO=|2T&rfgpXb8ZwaKJ7UO0GcDYJ6^XsF0x+rfKI
z%w^Z49@lWwu7+Ro9zOvtaRGz9ndO9yX$=|S)-42oS<9(b+3XVkg(cr)F~h68_dmY`
z(<&;e92x^P-TO$F@?$XyaML^a)46lmH}u5w;ZDk{Yzv5J=9A=t`Kq?8N(IY~K6&#Y
zyQK3`FMhoC4P(2eNZZc%C_8_vq`#WKd}3a+tMoC#Xhh|<=ItqkE$Nc}G@&*Rgy<x`
z&ZidpR+NzN^hgs2^OT(()eEVR3L^Ikm!E@|LkU`HbrpL2?Q<J73_olqa0TH<kyr~U
zRBK4=_VSBEEYe>Wx-z!B;o~>*t*uG<&cP{`aJRjN!dU41y6^{2C)%EVnCG%S?jB>M
zhPWI3WSqoBTb1HTk5RC-4reaTjcYM<io|L{&G8nUWBv8dukiYr8x$<hcyi&8X!9KP
zOI6cy6No$sua+~{l~q2;e_@(bh{WR)slVpfMhN+_rUH8VSROiS9+u}PkI!C;IWqi4
zh$uhcxUgD+(Y<%M_jsXk91&dFn0{zHDG><|A>%xuM7bjSj3<bv=loIJ?E?C)8&PRd
zxbS8YFG-V=j-y-e*8=!>1CZ7ANQ3)?_(hK_n(cfxXl&D`l#_0e(O9#DjOQik>Z&!V
z2SeE$6-Y@{s9YBJJr6{-MOGmtV%STZ@H}BAA-~#q*QamQ0-_~Bf0m7sx1_xbnd@yL
z`#;Prm9`QD30H04%lwq{QBC#D_$=!^qWswa*UhDFX1>chtnSjLf*>4DIjzzD!W5~h
zF)P#OV-OZbLg4RCZr3$6xg5$fPLN|H3rSQM8u~e=vNY>5(wzd$kspbaeb)1_DkJED
z9qTH-;-?%x0WDKk!cT5ot*T>ocl@d2of<V7`4%_Mo-1A|@2vlkM^CDtIREMm&#5Bv
zXR-lEB%C+lKB0we0C9pBz237sI~jsx#}upVnr2(=8W$fleSUVLS5zX~=SvM<%rhbk
zq^Ll`r#`NA$^jmN4^=kF6sCv!Nf1tR#M)YOrZ_Rt)72w!oNl}0N0|&)(wr95v@CZ{
zuqIcJm>u2?S)yFx@iX?vpLVy&FK8azra9C9UR8jzPr=?tsVJarg4jMJ*!t5a+it(~
z^q*|Qnongme|}NE8G4PDAr^kI<E<(wjzZKl!MP!3R)YvQ)lvK?oKL4FtX1*LE23C6
z-I~=Ym^iX-?Z~fJE4<%LGh$^lxG_d=svck7@#ASXR72;Hl7BnTSJmtpfu?#m;dp^N
z*XZ>${MSk+;krhrLWD+jlP$fe-qNeWHP0y#ITuj2xH`Lkv*(%?`KcG*e7D?3^To!5
zY368`i3=%xz;iKDxWiBVrZa#~%`zLhiBTelKbo#Dy&H_4TCkoFtPn3azRr=)L`K^?
z<v8|*S1pd@vlT9mfRjOifFK)35vxal=i1z5K0(^6a-(LCJ0Kr_;nES7Cv9YxK4YL;
z+tEv~oNF^$w|TN<VqOpg2)|w>N?o~MOM@f%g;vtcSF^TtLzG%0!HU5}m8Za#?ZKp0
z^CgQD{QN9krt2MYHEfeh0sK7iygA!Ml-pt~Pd{>yofNeVa0yVQYErUSHwt_mDaxoV
z_^yd5v8eQQ?$<j{ABmojJt;``X{fk6K%D6KmabdTPh}3?iq;n*R|8!|o3_~uPo~8X
zn=;KqU*xMQ2X&6(2V0kM4X-VQli!O_u$^+iTU~oYLyS*t*XeNvD1U?LWE@#hLK_T@
z(7d57@@{=$h!CZr_%fn7sI2JL(mCS<sP_M1>fQgD{{KJz=VoJbYKA#y)5I8&A{3iL
z?eJ2pRddQ(IlOXgPL<TmnbKNw3WX-Tk{ol+AxcOpIiGW=98>5Z@9#d}U%ub};CXrO
z^4Rlnzum64+r4D#t6Qr)g-`CH5KukDy@Su4nmTfljWIJNTTZMNBQb)?o7<UtT>0NX
zM|!5oLAm=qOjD#x<ers7FJhmUyd3;F0V~DJa(k5<Dx3GAK19wW4bm89myNfOt{Gd4
za()l99%y8IDZKx5&eKa$(h0(osy)-}xU+|$Rn&jvH!M|~WKNf)elDy@m>=JbEvimz
zc%Jsz?B{w^QYSnV3FS1bSb0xFXt5Aol%&QuLjoe7As5uEc1PClou}Dl=TfqC=)P@>
zTa!l@E<1aphQ#+h4gnTd=lfn0ouko3wc2=Rg2r%iFl%X3dd(hIDN(nF^@4U#)%VLM
zEjFa?KcZXpiXt|aisj^jq{S=|y?hv^RW79fT!73uJ_v7~rq%&Bq|z<F$9Lnps>}2!
z#N(b+@LX~}^GKdQn1r5KJ6^v+4<bbX0N${zeQ9A_0b49eBpDLspVUOSo&Dxoa`&9T
zvKAF&VJ^FLK-M`s*=4pz!kEQ_S)Ogd?h>nh$+O2`agSm#Nj6a{Y2{-`xWwtX^FpF|
zcAkV59Zar|WBQ#26N97}2fNvlckjHKVJnZBnPKGzMw1u8*--){{#Ufe>A}LR%L!UB
zx`7c*OEOztgSO$bSB$<hK|>lxW^=Z579@MpS!oidN2hBtcN@*vaL!(9Z-~x#VsI`)
z!0~^GWVq>&v`Se#f|--pG3gnRy(P0x?x8vR>h9;R5!D>y+Mm(S|5#0Y&NC-Ne`~Z@
zMQFMZ6_XO)w+|U_<&;?KME&!-Txk{De(T<+Gl7;?{8^#wB7@($od9fKU6i!aPHq}o
zyza8iOf2rx*u7cPAaLZ+ohRn9L&TisWk+F>iE#7mWC)-9)3=JOt+$FzHi--v9oo38
zRVzi|k~~ee5*;!SZZThB=euqGanvoo3ar+Oo#`JLy`0sq8>^&m9h?1}0|4*eFvV}S
zy`z_#?V2uMAN`n{7-bv0c=yM`x1?D4ZQ>GOIQN!d`UCCQplw#k?|D->`YTXT`-RbU
z)@1tn=w+?vK_E)hn}|4Ra`Q?51Lq^V`{tM(#~oS$P`5*5YcB326ybcF=)3z87K#AX
z0ZJfDM_tX+OA11+A73-|$NP~h+tqQ3n4wrmUHK}?G8rJrydGH=I(k#*M1F_x&b+$D
z;lugXs=<cLAOaj?Zx=v><Cx}m-or9drH3nG3$V_Fo1-F8JG!hdx-;#v`SR*d>qSWb
ztm5*c`S`iNZ=_H9ZPsD~-sDDF8<yEYRW9};M`KEmd5>rc>F1xvW(wd*PjDn9h=5Dj
z+tuT?`>Q>FM9td7M~W;hY(N)io6~~bxDR>7wt47v^uM$;@XQoyVyE#cQDNTE-?cP`
z;WF_gz$-$e*83X!`{$O2TWtI5IpV~0$sn{z_IN})@A%S-03POwO(vXHVk3a-o)06N
zOEsv!K68|-kF7rz0tTr>*T<j1ihl;?x6U1B$e4ZTZPzq#EjhErkqASZMCE<(-$nK4
z!dFxwVsULpnPBew`AwW2mDl^S-57|25OfI8d%a@KuAoor3Di_h?upAfx@N%-O>+_W
zZ)Y6(2YqFqvi#?rJ2LKnZ=n+*D>hH&9)7;|%Y-N|Nxy3(u5v1m=@(!Kil{X9U)qg6
zGA3J?aenGeV6vTjDGfiH<+1Rkv|}dPaAkpZ`0Agjq^}y&f&#+9R)cTAk9W)d`5mNy
zO}~+-v|gBRs@TK2bMtGWQz2`pT>Hz1_4TbuV><_IKZXUAC5B*H{|QdSy%_x3SCP+C
zKn8>V$gP|&y}y&v0yig2Y_in`=bkL(C!$l8sM2Ez5M(d@SRukLN&L?(HOt8NIXO8E
z3MSPLvYdZZA-Ya!)2q4&Ajv!0B)|y1|2++0wt$t5&XsYGynz2XDfK^K*D;Z;RQ1eb
zB|wy+jcU7b=26zre_qU3t);0aIKwcNPWJDb=$CqYp{^Hn4A=}uSq|OWQc`WC^mm;M
zMmH>-c$)Uj?Q7F=ci@o&w^1F}hud#7Kl!^S{Z+)tEvk>mSZ9f>Yx-#?w2wzd?e^cP
zvwD(=s?||7xjS{X{Khw#=x0JC-|t|hoBK+*A@v14(GDEV(|0V;wzFDEbDX6AlvhS2
z<&(RF3tf2jWTT&{OhAKm4snkyYAKb;Q}k95$#jDgS}}4(dtUb0_0gUXB*JRWd|50Z
zQT%Lg!F=n!Zi&r(ixoy?j(kB|F3!Cj7in^prpr^?_hI+hJirm#kPJxJY*~Rv4`YP|
z$tY8aO!chplG8HMa;hDEvX6Fj#sf7SWN2Mn`-X=Xgje{0PS4#!l54#GtLNJ_Bd~(W
zV*$q=)Ls*Ha)}Rq4*Z_f!B=pI9a-|z4FCRZjjQ*kF7#V6_R(x~L6qeNI{E77b7UMA
z6<G@V>}HQtzPcU%5?0za$PQIC%dA;XR`CUOQG-W*M{F)s;eVHZh-^YFM7ZiYGO&Ef
zqfFtml&QVH%dp9o%384V%^5!GmHty&ImOW7;ZY+=rLc-9rG=tV(lci3kY#$`o%J>5
znmronU)oFf@bVp+v!d~PMKhvZCBcy?NizhoJZ!$6n-#y^U?+}gRsH^<W5;qbTaKFS
zTvs_c@oo1`)-QW5U1Zu`wD0)Q%mBKGjs{PXQJ(`|!is2V(zN_`h4_%=32pplIix+N
znuBV3+B^G0qU+PkQ-Ulow1k=!3S4XYhOo2e1AEMIWZ5ZmFMR9EM=!T$%KcjAptz7*
zjQCy5$M+qWnwNSKBpsPDQDMW|Xnm|`eJYZnjSKgNaAp}shVM`f<3G@4&|fBZDqX<P
zr=_JT&jT!47267Gds7z2FhrfB{jnDV3k8s_E<j33c40p~RjE=Oiq>&`(mCtbSZe<x
z__0_($#RXmR);CXTqYba9)EgCWCYwDXAAku=}no<RetRnrJD`DiZnQlAX{L9b>oxg
zW(J!{#Wrm=Np$4XwtN`b7lk!Ge||e3gyu@g1=-2Di5d6_>trSA3j2a4+m4;|pNXlv
zVPlYUoKEh&k+|BmJ+%r^D-h(0#L*`$1~*<J&rY||89WM&s2IFE@Y9WK*W=&VWNBs2
zv6FpK{-eEU9zlhG8H*2|SqQje-7rf)%eY0??Z{2-gPa@zXa9$i9kw9`KTHdQmYnSs
zv+NLafBk--e<Qg7=IFeP<nX>oN%lOC)};|eM=sZ*9fIT+Qo)0cH?TW<R=D~YQyMou
zv=YmMYnT`tG(^Ia7BJ3z6w)?UEow$>VnWq!Kfj%8eyDumQ|J1(1ex$ie2ecOZ}5aT
z7u`@7ZWjDBxdl!RA{~CUM-J&`vJSD{Thj&;>I!Sc{s-8Q3}IdvLfoDoMo^Pl=nv>n
zC?JPSm7b<T35Y56XKLV%y6ZJbBb#f_V|Pq1YYFC_GaZtRK`HIEh8E)A;*3N~K)ReO
zxJPzW({>{s`TzR&*N;T%$m)$Yve!oUr^{MEMG6z<rNrLOFbdS=aUD;8VLB(hSDfVr
zYa(EBG_&dzwe^0xVspkJLr~xFYON{}A#v$Ko(m@y3ZzHOtB}zg0xJzqtyCS4ZeR~-
zTraa1RNoQsTN`pA$pEMekZm#dw&0U5YsKS7Eq{GMrbSfxhBx?+H~pAH(5Lne?D|PC
z``B5ZRa}GK;z?%WY(-OjjBc^(=LN!VkUuj?w$%1Wi^Q=HIr#?Rkp`azAC-F+6~*`L
zFTi=?I&sp2V!G0;dx*Z3?fQF!=#nj>vkL(fI05e}upoFjv8enzBFpS)kiqN87lGHz
zBl8P{b6}dA_7&vKL6jb#c&7}@JK&Fr%qqd?rxott$M5Z9f4!$&888J7*{dhyQK+~&
zU7VHOp~1VYi1rPOj<(m{dU!x>NbK=)gO64cR9nF3Lt7zg<3m3Jg)R(9CvldiIJWpo
zLRr{~HYK<^1BHzWvYV>#9Ol|`K_sVIOh=+9&RciX+!4bOYkEAnQ{1$3$?=(vKC;~h
zwvW}j>xk>)Tdcf`PC!g{>3H9+Owel$x3clv#GJ8`S0-OKyGBed{%Lf^XzPW>@Q849
z_JD;E{(4Xq;>2Yf2VH4d{nTITkiRq}s<?Xd`N9K?NC9pU0ennS5cU3PiL=i*V5)30
z@D0%OjGiNDi{7;i9FtfRjcTM&7_s1oxfmi^X-pyAppzrjDzB{zCSngUUrX+rC+<d%
ztW`|$+udrC|Kwds#6!oMOdpO{=hIHBCo5zbdy2i=&<GSsyLH&C#i@4}aA<BWNp%i?
zA`>DNV)XC;pAtn&`HD>+%Q@06*GE8|rgC->fGq$RCC>KQd-9YyjJw5<>e0aa<v{e?
z;~wr-mn3l*L!??gA+mbkqfe2^9F|=><O1Aqh0f+*F@{4A-@eTKB#?90PGA#u8%&K~
zNA$Few={S*-+6w2U*A$ESrQc<skZU^%6eJXtLBM8y(q~4fRAWIYqbI73{3!My_jC#
zIf^y#LGv`WKpx;PKQC_-NzzCVqdK-&)~}qat3X;cI5$<{7OC%YPF3YPcW-8F<lNlH
z7C4-0c>_ivMsjvL=}C&2A9wa@smRD;$bXYPzLu(l=jAGglY88shRJGD8D=->scFYs
zK6|vaR)7E8XMgPr^EG<BJMMGqlaH_0k~j0n7|(z-7<HZ`8!UAvJ;R^cAt?zs!O<I#
zTL(cyKg`xIJFiW?`Vh?BD@=p%I!69n22RY&exp@vnvQ<3Zk|&hK{(S|t=(nn-R9@s
z&2(MRjVacb9p;p;Ny_d@fLtDd-77E=3-*WMRYvbd+>V{T2mw0Y2S^3349<)n%wuXy
z^oG_f%pq?+`id35BmiH%c<k+lmV{}L%KrclWnMn=q!->Hx^|X&r(Y~007A$4mGK@u
zW5Q)Y{c&CrC*&Vafcv?M0wf%bP{{I`;>tdK=z1(nD?KvHe`WN6hChlm{FHt4-pE#R
zINQqwg~}&k$T0txj<>Gt=b)-i*`Y4Pl=&h(iX(ruB4pdsEXHaQndCmX0mFg<J#mtY
zvQ(=1UQuenbm*e}ieEo~<BRF?)OpZf{FbYY&i2+ZLhPg7=*->}x0=M=%giM3i5X05
z^VxvWpP}z{jM=R%8qlagV$qKlSZ)KDfjl@mKXD(+NOOD^fBw3|57F_M4hZp8vyA@4
zy80JZg)cKTkIz_tZ<u?Mebm>7s3hSial%1?HJnjdxxv*>#VVz7RsVj<tXmSh5@Mt{
z?@Z$o4HX3t*;pJ2u2k+<VyGTxq>w94yCHkZ$QSA7>S5ihC!3e^V%O!3nLc|R92(rZ
zlK<zADEH~A$L9;{NGH93xghm;f9Kn=z3=GpW)O~TIWXz_J^4-gep<y7skA9wZDw@p
z`TgXwAR&)fD>_(x_8waT6Z7iTnZalGe%iTTEEBo9(2|MkO_5@r-THPN;242)d+|9v
zOMpk}p{9eE&`HSsL!9}QDc*rVkKW@eASmbK_+(&lphVD9D~IcmA<tIcVT)Hh45HKD
zzc_pL+Z^PyPGfr<*4Qx!<Xfw>TeW(oAbNb|fb_1XE+b#{03}Kk6)7G!U<iFVm(et#
zB)FCH^j*`HR)tt3I3j=3ASk3?;@9^??bnh{=tB^h?ZamQ;e6QZhn_mjc9DL5HNfwk
z#@M5d@u-N1=T~>^2u`YI`kWK5&bk}qCDb+bP8NOvyc?q4<87!A?)K~Q8iPhFBYQ}p
zt_q2v-M^{TqsH1d^XK3q(pJW{K`va?*Qdf7@veFmg%V$x*^VA-Rdl}fce2YcpKDz~
zC<7K7>S`X_J0!<_?uoqW!(Ca3`1ALwk)4cvi*H?64M%5M>H3@FsoLIWyd75aV~4&|
z*-21jcAdR|I;X-J6S)`{{d%;}iHV`HvWv-e7k-wF{ZRUSGT>?9Qx67&3oD1V&f1av
z-T0xGnv>JN`Dj%>(dtD$>KiIkubI$G3zFHu!z9rrWrIPpGBZ{u=8#g>Eq?>hNmAzi
zyC)D=zbuk?sklyvh!#N1WqIE?q*W=Hrw$XqFGuArJ+^1AZ~X2MNM#v)$>rjtg=3tP
zxu!vpH_VdkL=3@t|7DpOh7pFqzagb0*1@ql_TZQnz+U!dO(e$6k;<ND0UkLiW8>2&
z(%0^Oe6_Gx9EZ;He%=_{EC)UFF0OIqkChOn#Rv5tcH|(*&`w{!$oYYVX2DT5e9Zbp
z_uQ|hM8Hx4?fM`$l&fvW6ElWxXH70<*`+y2E2qiy{7^e9jz*l!8@w|Ip}AAMfX`Q~
z7I+))ad|`K>sHJ8EfrMZ?wX)TGu>nj1OLuZ_jul*Z-$njmJOI1evv%)CIM}BB){3+
z^ru<dBuS&5v27dpeUyPtn3%0eZ}$CFB})uiWvX^OZK}%(welRUL`9nJ{kwR(+gAi3
z%q1H3Xi}|imu<1RxQ)eM9qW&EU67B+p2d}D<WhPUfR%Y2>DO+L%2ifF@LB-PlWgc@
zW`pyRR#b~L-?jm~>22X>ZRVp@ZczLkKacfIuP3Xe1(Z(7R2u|$p(@NYH>krkzXMm3
zxLK)Szt#-EeKnACepVHhH4$Of^XJL;t<M+af`~ybuWWbLSW_u>#%mRA^l5uj>zFL?
z$iD-l&$9D3cg;IIe=eE_4{0eZpU<6p`hxK|yFPnh??}k|f$gnij)zGc%3JlP<%967
zLkVbemc}zxtBzN36XLL3UF1a7$b_rwIO?P}x}KVbYq%8}QoT`*sjl@Ysd|2Wo#xDO
zG;3hYp?%zkP=@3x1G|(jhVma@{4lbIV_q_+UqrFqhT$2%G+`{Bs}ZToA%#g2BZTbf
zF>}yz6qF#kRESQv<E#TpY+zSY^*WrZwI3-<=f)X$TIG*zeKvQiHR4HxbyOV*ED!Wh
zhNG)n#9PLjcI|=CPF$VvGYpI@jhs<WMXb2Di0!xGXs93ZFIkH}?;AgRWY_5t^|}Jz
z(3`@T_)rZ1;O8H|^(ebePFg(XiuK2;9VbJA#%!%Aus=$gto^jecU{i0Y||q6FRPa>
z(-G$l-8J?5?#`D69|IPSR_VqsK(VQJ{daElf;E6LCC6~~HDcMh8uyLZf`1{0!uplO
z-efI&YBYWgZI<<Z#z}v6Z+Q;lxQVWt?a284W2B=(w_6|PL_*{IC`9y78gtou;G1L1
z7-|gsYJwPeDT#MrSJ2rJHJP(JQ%nAk(>CkHdVsnR^~)+oY&&JGy+9w5iYPQ?in-d$
zmzKh0eAj8TG>l!D#sDxmH9G$Kdo)vQ@zE=PwJ{Ho`001T_S5#?cOjf-diP@Zg!)qt
zukW=X1>U}iFN5&ky!mVO;;lnV8R0}&dvVM8Flg`ei}-hM4{70N!COZ(YR=zSK-EVN
zL8=?CSe4UYB==kE&zQ2K7e~&v{H$``Wz5UYz01x=c2wz|1fZ+_zlg{Iz?4?+`tbhp
zwv|x}UzmzT^2E;<?Rq%UJ0KyD66AttBq~pF8@uw#_R+fw0v<v^XuitNcN~DP6zub@
z!w!{!O6_T3py;zJ3+yG8WgiY4!lAmAm7##U)!k=D2)3bWYUOJ|TCee>9$_rDz`r)U
zD==tEW4x)|QK6Mf+qIc-_Zv2XlSm2P%c|5iM=IDPD}sducfEq9cr$M+JFGl3!}`8Z
z?JDwxn^Ek3K97LI#u*C#n|@H=Q3D#w2_0m+&|f`7^q8S*Z_Gf%Pv=^A=m}&pbkkHA
z@)4F2pwdC+zNTME!0+q+rB4bQp5zs4@BLzvC~;<tzj^+{-6}a;XW!ztM05I4N832>
z@H1^M$9mlN3o1%-)1cmZ<O{dRA`|hj(e5|SY4H?3F-Wr=35UoPp}Zzw{IoE`-!k>f
zH_jsZW1{l<Yt`$TRzIyJ#U%5TL3wz$`^VgK>Z}>{3N(j)o?l6gw&CwXJxfat-Hmc~
z?l65Rtzr4>rY%s(r^w}xo#G0hP^e{597ZsTG*lBIC?%WPQRRp0hu_o_<rY8K_i-y2
zLb>bf{PeXR+n*9gwEpuoep6oQqpbFIN32Z?mcSwy3QI6#zhXmrekcxOZhO(~mfzYx
zBr+U0L<!#C*6LJ;e$>_;?sg~7@EZY+7t7H4f3s!~eVPKy?0LNKSZH!XQ<m*|&8y?(
zp4|Ii`N9(9uR1@K*p9K)rU?wr)f<k*#^a~tbN}yq$`@NwcJ(+ibJR^}+%wDF^mWc$
zY9FhKn-<xBqlBKrP3(0T&UY-n`o->gtI~rg%LJ`@QLl+4#Ip`l9~UUIZGe~~MD_XB
zn3Xr@Jc|<VFz4TSTx{sUL(4Dbo+ARq7$QLmXU;jv?h#}?`?6b=Xt8ze@7FpKrWMnQ
z*Ld}`-!>_VOhKN+>l;bpXxU=y+?b+*P1J6S_G&<x6AT4C7S<X9=tHw^#$mGsx^=sc
z9W&@@RZ!}WyRpy1<XfEAzyF#iIy$KYv;eSudEuDogZT*03hw&?T*J+hT%|EjC&$B4
z4l93D5$&QK3p`@Kao?9qO}R-2vEL0DSAVqO0c~_~v>T5E?QQM;H#ae4&M&W{E4pdu
z;A_Bi%91Y?ckyw3&q_<W+PeBw(t#Tx(wp92P@X_4k8n~H7wkwzVciqXcecQ(IDJo~
zeYV2#li1(?Hn_m@xO5W<lxQ+BKQi?5iz0*G#x9_AsaNs@9-W|BEd|55Gg!X`TBuT;
zND^X7zB9U63<Ir(@^fKu?bi)yl@eTRfgZXD%S*#na^|9c?0x5T!J9dEkqiNk4^}w5
ztglWOK*3e7`Y@qP2)BSwCqOx%-nr%ATrez6(|>t2xfo;~F~tSp6=3r)Tz|-=K}M0b
z4h?3h(JqPR2Ml6X!qKiGDtdv0hQy(QR*3tW4NrfY&@Fj7j!n5>ya=X?)!Sqng_qB(
zJVnw;K&4LDuIm>hj;OaH0Hsr{(9GM^6t|9B?Zi5rOk+F)6p;+fb@pv&=5)JsQRZ-I
z+*Bhp9znnpStGYBl(>3az_AOy$8|LD?fo*7l*KgJ$JaHgg9EN!cWfWKQ#_b^qc61T
z*h2`7j0X2;WB`FZ9Qfzi>d})(K^>LHBgwi~gO<b8cm|O(T?Df<n>e?232ji6c_PJD
zHoL|<2^;I#Lpoukej6Y~Y<%c~l~jDSaOvH>T--F4jxEF9^%s>c%z6chLaT!Wra8Oe
zvFUl1n5TcR<$MI<O~W$sb7!lL)mJQHT>Om0<1dg?C}_eiugUvq<qO~6W8NMT2<DHo
zfWbzER|V0{Bn2Xt0}M$7-kM6XMFHxA?^oxZnw|ee$e%hp-74MsY_9w0Xf^>0Hejz1
zBG~v(?zeRkaX8<2w1}Pz2{S!{PCC6BBw-LT*L~x3a+mz+(i!QVra9>XTf=x0ciiv`
zV~blw1;w5N1-hIT{;bKxRVIGG*F9S9NG>Ib!d3K~a{@R-5J8Q@h*upWBA)exD4~FD
z&98xtz?~_Nj?T)!?%Z!l95~ChI1$^FXuzD=SqZXxeT7a(<?;{&?SJHh2H;L-^d%zr
zebpCjW8JeY5qOyBnrh{wcbW;Ws6qq0)+`6=;<<=)?HPH2(#boWC@aJEt4GiYL4aA0
z>`j%r-whpto>V35Vs+`22YJ8g2ymREhmHHI*pVHCqJ<4Zd}51>aVD>DCA5fEYY=CB
z03nRE`l@Gsl>-Z&nZf-$J{r9^=v0)fThN-8iZ%PDt6SU8MP`LG%F#JeU<Gr|u^us`
zLOxMd=**Fx03tT7mrEB&uv~h3CvIfh$sL67Dl=k@gEPQ1KU<`xYxU6mM+$GgC!&*4
zwUXr$j<8zoWVPrZKLR>|Cr%3%{jwjjjKgayT_c)0s#zEvN0JwQ#kPh(ibxLb_eGu@
zlalQvR@Zyvl$utr0x(IHkK>rv1d$?)D5)8m7-{gO5p@hx80>E%k6jN}DU;lM=GVnt
zb4dRFVr`WqPFJBJU+OcSC_7zu)*w|1phETFp_zB(1b6D)b@%K%F3PDR8u$=06b<y9
zq*IYcZKk^z<@lMYxP4V}wve1eK(6R|dS&#dcN_Z)e0rp$WTHdWhPF9!r~VP~9|elK
zM$ls>pxlNbDKp*F*t85`nd=+|gERMImw`vC<bZnThAwlrA+uUgEqiuZNU#|oQ78#&
z;2SX3H8J~`k3uvQiG;%)B}rJGvtG~LnMn;@a57Is<7td7PeX`Km|H&v9R~*Izv)qd
zj&5Wrf&G)+ETBv5aoDJiYkbhzNJ2xUbMJZw`x_qKM2|jcRVbsu^+`CtV$AVess#z+
zTsj-VUXv~XXG;&F%|RSfEI8bISC4ZZ8SVrkGH)Q=Z^torHQG7X*RA=6-iW_nX0HeA
z{u1*2yTy`}35ObN(Oyg>nw~z#qGZc4l}+M&$CmK#WR<19^tPS|F4Q;6s!M8Bd{2{@
z4powM;NS<&4W3l&+t^*heH#v1^+sPtHP@qgWPlHij>FGA@cuZIwF)^+OG-`)1Giuq
zrX0|xp1S@FR&bFvtjCRyG}MS=jcQ6@ugNP>Y;{v1ymoEk@xnQ;XH$3H{otZyzr87n
z+>#iFQo|%kp!d9~{Yj<D7Xt?Rm5gwDgL<6Pu?g3oUu`|8XBS(nZ3vStWSxi|LLNZp
zB)o^E#uwOd6Ff1+xM*LYAV57LQ9buo2heS6$465B#YN$IkR(2b1gV95mKkO284Y@R
z(@^;+<LVykoq-AJ@^WgdgqPokMVU2alV5w>j_lhW-{~ll{5L72;0zl4>A@yR=U81p
zmW_iT<l|_e=q{w$=<>kuRB_a<jM#tAFN8^JeGvEFqyJ#b#$}ts-15>Xx!n8z1(f#v
z{{l)bsgF*63hc4xm$^RZzk1o(=6wLn;#SF~mb&24%1RGRmfYtn6lIgTXvs&aya2zq
zUW36(@@ZmTJ^RLKG-15-loIf4c^y$u?0shMi$=1)m5f~Y=-9QV-<5v0%G0Zg&brX9
z<nk7Z4EJ>!#cdv|)T6&JFqeG4H=o%{gLmT#q{!Ht#X5SF1V|kAe1UnYK%0VPXm`B4
zC-w81olV<&ibyFcr(`4il%p^C{$g|W4PE$fG>&5!tIa$V1SdK|MT-LlW>CG#<E#DG
zBpUz39OtA3f8PpT`{q@t-J=(>r7-{ZvAFlnexm9@fq{<}rGRJRoPc#RN9PdUzx7h{
zJ9oZ5K%+@aMGuB8AQar{A~~){iUM+mH+RdnLZmB^)GS?reoqm^jC;EmR-TCcGjw?;
zsGmE?kobdD?~?G})lu_B#=+v%<(s)Xia6|}k#f?$8I`&=g=jWi>ROXupIumzv=pjx
zG2ph3kE0Vb>fQQKPG)TM&&x*-Tp-~j^|Z+YUx1~ng^{jaT>U6~bS6cDpz`VrCSe`2
z>`z%2NBd9%Z|uqYI)RWYMh$O%9~ozrwyj)~XzhJ&*(x_&lKr0~L>%<A({<rF7ptAv
z182S<{wVLi?mC8&a8ytpul|ra0aj=!#$vfh3IkUniotmA8gyqStKtQz2nplv#lRa~
z>YaEP`i5LZwMEqUyKd>xto1Tb32m0wUg^@#2Q!9~hf7;;%GuC6hDQd+8xO91U}@2-
zb?>smAYch<bQM$&)M@bWYkIj~YioaC<7t>sshk9A?OAfY)ESY#P|0rnSH?HCzP^?U
zzINg!9Xad<kivl)cg=CdiNQG$c0b&$Uh3*7D7;h#`q2Q2bQo!K$>z)2-CyUc?>Zuz
z)@Z1l8KX_obF|6YPxB+OMam<KYFU{!-dU6jVp17gTcm6pn383z%>k{n{EL!0dx2+@
z#E^b1C2c+Kh#t)_@{;ZVcf78}kFeE$aQ9R)NX|A~g?ygKdvf#!K2N{6Wt+mnt;fmZ
z`2da9tKpnHdYW?VNd8IflhzUuXYd3dfGlDy&q3%th0yT~iCSih_-u<E@3kaG$GG~%
z&H8#GM9jBxcOb$s?_Mv`+0IR>vNmWu<U_XTT~uet^{%db2=Hd4+>n@D`2IZ+hrwJZ
zNJNL<&1_+Rxz=Jj3$TP`J7Hg4eYEQNHi$CEU_~I_JnnSALM84`K_~u-93nTD<U*k<
zBTfq9YNpYqymF&7N$VJd3flR#VGGhNtGIi=8zc%@;E66E)b<~OAUejNA(o5;tt#g$
zz;RkWY1NBFlKA^x!OfQ~AEwsE?FMYe-$d6OQJ4CO+A`9kB|+Zja#ZZaEQVhPDToq>
z7_BdWY#`(mEfLM9J7n|yYpnNW*?-qJWx2cccfHH}E|x28VMErK;xn%A{>;{lbdD>0
zaAXJ?1)a>Q{Xioq4Mqlt;!q00txQ1Pmroj)<`OK9RLcS=sh|;$tUoWz){_Ahg0T2B
zD^*;k7?WIno`skFW&?lMF?y`Ie#g<S9cw_M(8ayj&nU<CQyX?g_-!T|pr7hV!a$W^
z8;9yp<8SzV?~%jg@Nm}5Coii=vBMrlI592ajdqRB;gyML5h4yL;@XhKXrMi5^>(>R
z;h=`r_jHA$lQAg)n+A10MG)?&grW0`DDQz;hJPf)wdyRr(4s<EPb1?bUL21IU?wTh
ztC57BP!Nu=P6Bpe6yx;Hxx6pXme3EUabkF~F;w_q@Kc6$_=KM9)EotV{M3;|J#vsa
z`0!DlJt038Dy$HNmPCAm%og;vK$0e)2q=mDMf?+)b1Nf23vyQOC&M~<xbdK<Sh8$|
zU#QQ{yY@PCHxt`5EEr(5qqH6^jr#sb))qzBgazJ}hK<E~Br-H9K{h#A-qT!G*=sMg
zs~XGm8^Aes1^x$@eL1B!sAex#2bj2@-j_QR`0RH?r%(xKP(sI<dYRz|``kBz3=}*S
zFKXoAJI0rDfBt*{ewP}M>Lrb^$=p{gNha<csNfH1Papy9jOwRd6ROvij>mRZcwtCg
zdoj9>(zL&ez*m|Ag}+)0e8o7w_%reH9W9Xq<vkj<L&DXcl%|;aRxx_b+u9rz<OTC5
zd=yBm>b?KEPz1ACCg}iCA&;qxXcX!q9^b4fmx(YL`LihP{P$}@MrNVud1LgPlUW#z
z77!{)GF(wL?lZ}58gyjRZ3rx>Ivlm~E31=9wX8)Cam8wJILkZ5s%i*7d$^;#x=_Qf
zP|P-1AWZT5{T&tedg-pofe*$wB@Lbm_g+tdk;Z&*S;L`<7E(hw)Kwg`1pkfN)BC0~
z8eig&w&3h<Vvc>**{K|!T;fU{x`Tsai;5|vI;gJX^Oi9q@A**}C!IyAWv}3Sd(|h`
zJ`XlXC7g^^7=375aj*CA{XZdzpfpj=DM-P_CdDy8CHl_uO;w^i&je!!D8SfW+9-<(
zDV*KU=Q-okN8MU8&q;Q{Rv~Fn7xTVDVe_U@6dQWPetJ4YQTjhqOahc(+T&1Hm!ybX
zWd_cRMPy$?C)EsWPHx0w7vKaq8Q{3-9DLA7XIC#j`qPrhq0lQw!UZtT3ViS9u3%(~
zWt{)?l@zx$??|!b?SGd2HFA?0ep~ly>viQmf+m*(+_Bcm5U(#NQqTSvFtLZOu^tr^
z&?1%YJ)m)rO_%30(vHn^RtO*80TJzWvPz=M5cc-}yt&7!fZ{x2;V`jQ9EozYM1tYO
z5<SY!RLI;@0l5>Y%nyecsn_fa6yN)Hm(x-o_!Q3mUl6%VK{(P=p#A>F*9V8RC@3MW
zuOhu%L}8&Uu5?7PNp*pk(xqKGzpEb)|2N`xB*9?j?e+UVo4p*}?YLs1?of1X&EwDN
ztqR$rz;?=N_b>OE>Gu&W$!g%iJue<O)FtGn8dFwv(*WuAET9E^v_%{kVlW5`mp+`S
zc~TczCFhO_91995KY!!a#MovM*Cr~0yF@ViDis|*`VxwQCYl0=0y)<sZGUBOmgcI~
zwl)?ZXY{eg{-U?{xvjMx1nI8`-cN805)^lOg|kT?SLe<lEJtK*CY5GS++`=}#;eAB
zKD$C1=4{k)ao9s$d?|1~gBwzY+LMRhD(izwVFnO$y&*hJT?>pJeudYo40c%#i9z1v
z6nD96W5I>nXe>W3H>f=aNP0u2Mvw1Z>XL?+VF+mfg-mLr+$oag2pJHqCqSFXz`+B5
zmF*BTzVLDVahkfh)^DlxhEN?+F)`xHhqvb*-5lsYaG)C}NY&SsWQ!G=Owyk-@x3q7
zmLWE@e;U6?Ig&je<GMsPL6P;$`6A7@w_&;19puZoO+)IWyZe){+E~st&}6^^%@7MR
zjZVrO-XcY8W&MmOb~^uXDA>qO+h(|Q)Y5z_V8k>pp^Cikk_e@PG4v=&oHzXit(Q7$
zw{L6pwLiv@X*MlKX4Ac_H`x4fSnZgyRyl<unp<g4+eGjvt)(1uYr~tx>`}g%*ZbRy
zS4F1hmmLkI2GJk11Vp?ho43ru#kX)Hdifk%<g1*w(ZFt)5IDOO7O58TJxW?(Hree^
zkn6*1GYb{6@|mu&`VFEo9Ix@wrXXUu^hKeuG%*M!RvLZuLuONt93|;dNgA~%8Itc3
zrWuRIUJ>uFvf&fq5M7>>M7bqfrzp8_%dbFNN_74IQpw{h_W%3tMTdgI(Xey5Yjrnd
z0^h@gnfyxh!cnFPw%!df{c?&sqsIpY&)`=)T-P^5D}S~!(k4#_+$eEN{pUv8e&K^@
zhn#LH^XJiXkk9`;vA?K?LFcfA*a$wbn_!>T_{Ek=VPmny+83TQCteZcW!-nY(`PgD
zh1M*7t=LH=JMA0B%%C*>gtFG|vouM?`#pI^o?<~KhwCC!m}4n@oK#&XQhW}rds~ZU
zWfV@!-xZ0zGp@a_lS?$1Q`~qfa;Pl`G?FaUB3tmRq{m8p`4Xav<E$qo^PhWF@K4UZ
z^EIZGghozEPf?sKoyY$(B<~;lBM>A>I)0i){{or2{>8e@P3qQg$3{59p2d%v5o5F4
zzwRqc`{qb@PkClx?ptH>*^VzM_H`CKof%uf*=brs6hL*cf`Uq1vi5j(rG%IIo7|-J
zK81xU3Oy^PNH;Zv3f64DU6e1#|FXB2Dx*1#jP(>rGD6O(x02}|!tdGy%IV5+vXg8+
z5Fy34U#^R+=Aspb5UneDY>Bx0$-xQcZk2bchqiAwd_tMftG!kZF<W7zXDML95ptd3
z+|1h%M0SxRHoF&LKHf=^VT!@D=#<PQnDoK^kp&{_MmDKST~`r>r{w~Nf9zXDh|~C}
zeB_j(DNFD}R-^6^SFb(R$gwL`o=N{Z9-zE91N(w<p`{{XV;{}xg0sxMA&fh0!&jG`
zcZ&~x@0U4z5VU#;a$3?c2o5B3NRevY4+JDi6kD0|cac4`ShU{E;0t032z6Ml)FHGO
zb7jyQZBNi1Lbi6h$K9SX5LpEIbV>rKw*@o{0G9y?5(r`pczknjS<_5k0O4=|7>2!@
zfpD)n?)q<VM(te5sS#1%!B3)MTNNdd1`2~d=!u>#?7~ei&Y>isSkGO5AE9sS+n<Og
zisBcdMnw{IORQsu)4{FyEFy>+1x3c{0{*KzYWB>8pMRObmo7zcVIN*C<kgV)uz<X!
zu){m~=%3A^zdjp!A&z*GF~ozHeYoz<Jk37NB)-e6`h0lD*j+3-^5qOZyFHElKfvLj
z#9)jZ!91+_^~<T-mJuURuvFUlppNBFZ(l;q`?KGMZ!9i|Qd=)_e^s_37+GKoq$mo3
zGT^CC<$wW03x10lTgM}k2uj@5mvznBL=JK+D|Bu^)vinm|HP%1!aX%#@?Z6<X{Ctj
zng4WkNifXu;F99+KBDR+((Vfl`~fMb8T;rHf6~aT(R^Up`Etd!RDn=;4r_6?eJDAw
z{AW8>Xes0$3ndgpe~0SnmE$|`By=rDi^V_9vnwOGtn+!)xlrT5bG5RdSOXlf3zZoC
zhb##mtArG<gr0Z~A9Qy=7(ng;Ov@-V2`&M=qp2p+2e3Eu{uw}*u~)~nHs?D=+xF}3
zIpoMv=T<2?H^+XLX^xw6Y2j6+;+%<w`C>8-KV+JsK@CLt(9s{7f>RU#jO>!2wQDdc
zHNl#lVkochGnbK)qLkz08s}|b`w52`1%~<O1Ky)vyP7@ZA!n$^o%GN~dRT2t#zDTM
z{ifL2N61Igqi(^2k^WCDe>IJRBy_bsOL~C$sj(mauT>8_jYo+B+-jkVH%yyy6EIjS
zCQwFI63az-?>pc7P81ymm0O)P3%nAjTmMH(u<7GM*Q}zYNz(m><?lc-<E{F`w-5Y|
z{A+o&T<a257h6<e-$gm?o~VjCT<!JjS%RdF;}`IPLA;jpt9>S`3XMH2SdM_F-eCE-
zk=*n6kaU)GvFzET%6RC=%mg|mwo!G!$evjh{V@K>!5?Zf23PgwRwE`qzB0UXX~f|I
z)(b5n5qm<$q`R!J)x*&pa2*=eWp=bcL@PzHr5gBTpn6kHb6)Gw?EMQb5XI3pX%sS;
zNmMyrXR|~eHJF%Dgq%6@VO%>wX|ciod-<Xw7D+}QS!HgQpk3ZOg1QuVfo%GcSUe`4
z81cNX?C!P;qjJ3_wGM?UM?svWOc3%0)DY2fkknYL^<Ns{@XLp`mlO=0?QJ%L!vfCT
z?%ZZs=3x?hmfnnajWk=`)FMFle$|sWS{Z!(`m;KP62R6#KS)ZbYdqTpG@Dj_K@pb*
zq=(NDqq@p+r{Yx+0kAy}H87_Q0+pKY-@yWYHudqMK{wNAkJ+W6&xe22EjHI{Ij6zp
zkq^7|+LSj!aIcPNy`~5hgaV<q*r}LNn^yaN4@cfLe<?%55sd)b=qKZ2-v=ilrx`@7
z5QmF^8t7w>tRU0(v?<>#?m9UUAt*u}j!n@16=z|b^q<=dlFk(r)zcjTLqbIYO8vf}
zXOEyfQ;H}}Q;;N!uRv?O(3gWDr=28E#uNZck_o%l3qt#|7CQ}P=|y;KY8<4X1(JsL
z6RYjBE7%*-5;IFlWuC6;KCu&P?5TSqNgx*J^B7W0b`0yW{14)Vg6MidtPPIF!SXKZ
zY1?NnrlPOJ2#waI4?{>1JjSCH7{oo>^wBq63Z10?Pgy&+u^sj9NPkgXA48&_GfU?H
zthw%yH<iejTO+XI)Qj5o{i0}iDZ_g3bk!+>TP?%{D|S7%GGaVsZA}E+(Q|9cx+Gl&
zbxfW=^N+XG6?$37mG6qoNeBe4z0$%-6R@G*H?HSyB%WIxco(XmK&61AD970aTm|=W
zF+IxB9?I+LVa|UfGK7;0!xyqf)fzO0S`~t2ucX-hHE0$%luQKNAWQ^)Qo8s2o#z!f
zgSH6%hg393fVf{r*7=#5k#5N9|8AEV<%ygJ6eRZwiy=5|?G|)x&s41^VBf;kL()0l
zHE~QXodj`9Hn|dA$S7`VVFJ*c#=y6)X4a78;DDPG4wd$O`Pw~He5|J->a}!WrulJy
z{|V{sd$2r;Qx}PZBZ=wJ@CU-gjOR}UHyTkhdB^vEyyHuwHQwarf^d|~Y%gk5uH)Wz
z8_ajPJIEF%Cl^`;k47_*02GSP`106-ECsH#9Ml{hL<<Y@`@R48C#L|1x<mksUuowA
zwEqt{V!P~n5J_Xl;<RS|&WQIi<O6P_7_fVtE?(Mr6ZAfu>StkrORemkLS3zTfHu0{
zllym05drPIR;*`M%@6Q6mQ=8(%JXrp=5s;A=!GI-`TM2teZu`Nke26bl7PZIj&zbI
z(=VKu;(+#U=bd2h{^T3+S6Qnj$lI{Nihz_Abq<hmGT|UMj#q4~?s&G3N?ne6a&U9p
z+Il?61<}X>s&}skTeV|B)ur}{MkOucXmhQ<i@wZ(edjNUN>|zXMGtl1l*;G{Cr2En
zHxd49vONUPDm_iE)Hc}0p$z;bZ*4*<@8)^dM*)^ds!70=XM;a&?;a?SOi#6LG;`s{
zq96(}A`VMQ35PCX)QV~r@}>6E(qz1wX|rQ1Jr?$yGoL8RSnW<I8DbQiWweS|`02(2
zq`_UBfr(>*x=czMEz>g?PFg7s3LpWNQKh3Juvpy5({!6)Tr>toC}Y01q1`zb2HG$S
z7WdRyt7mvxxh+5bp2VX$6AB3B&@s8Eu9t0Hm}$9tWqWX45d;$@zgE$@q=kh>`P{S)
zBIS}-xFdTz%J5pgOlBhMRqE36o0M<=`k0{PGT}Y0`}@H()mc7X{24o}0mka2c1xxk
z<4&c;nB3|v2HClBU^RPublgM71o>2poaoCTe_8nHH#LXre(yMi>~)sX*N37NVuZTL
z-@5Zq(HaF!(bMa}L2zkh9{p?BpfUR33ZR5-Rlqr?^Z+ELSX3SwP+$FanXB4SB`*4!
zE&cIFIj7Or-wO-*{itjG$fz}h7s1PRi(oGJyW9zgt4D=BFSA!E;R!gl_0jyo`B}~j
z(M`Y+$2=*h*>k<=TCOj$T`FL?Kj7Md-}_mw;r0ot$e7sODdOj+9G(Fe?Fod}0`;l7
zy;JKebEA<g1+tS4jcn?hmF0TBWVbey>_Sgfz%7+crCgAU2uZw8$|$_2!+*M2+-tKM
zD*F!Z{^I^RasDNY^I$wx$J|1{VcZ)P<i3KR2={Sjzl{X0-;2nfmJGQi8GW+{BpZ%b
zop2pfE{5=@kZ^5|x7x@=kiF-gz5kI9^GgQM2sev>-<EOj(U2nCK#V6!vgd1Xt}Z2G
zeB2Wg4fWBwSyB2~?_CRZWW}TK$xNk~nywP4MN;NTa&q-=_5`dTiARSq35I1d_olJ)
zdmhVrJ{7T(F)^u%9_BQHs<>FAd-8bHPoNAWiA{%xa5TC_BdZwF4eSOCUSeqZmEB)Y
zi^ZWmaB!A;B3AbbV1YOn09Z5(J?E}gkxnf$85(a>9*8I4;owi1(l<z2=^-&O@v@ZY
zI`vy4qeffp*z(91h$#fgGTLjSZ&+VMLfd2hQBddD{tuA9sD*MrI<@pgTFSYF8Q6bV
zPLh_EUw|Zg>+k?j9{`9k0XeatsYB0eywQx{UoW)ZWN_+yaA39#N&!h!;Xk2U7QB~=
zGxcVjO(K(7)_eMc5q2G==l8ns5soSi2fEMv(+-?^(|@AjR7|S-3vo!QL^GPC)1_h{
zh3-M79)vUVX%$HFxsWWRpZX*LLqNK;@CVCw|3xQ}Wm5Um9w{qh)n1dwe%hZ%-q^JP
zY-^EN9k-((Nc&R$**}LYU9eFCT>~tiXuEGep|3~~lRm1KlJ3pbhZLy%u`9s~FOXJt
zFqwKMxfBK$5Hs4BaljDrpDV9g7xY&!zi*0uXZ|na3xeu1*DZ59rLq2($Uu^&?|vOo
z)<cLG;w|^L^Hn&~v-5@uM_b}?zc)Ane4#E4NszGMX4FCI9pf~V)7j(*(Ev=(E_RCe
zXB7<0!a*r3>7uj>7^H+U>`16Fa({K`!hjUM%3$@L3xzg6YfORpTf@{JoV3%eC*TaJ
zUIgFaL`O77d~>2>f-XrXc98~g<lXkBTSNtSj^RjD*f%j!Sy~0Rj879QiZegT<k3MP
z+yaQ`lYj*kCD8hF!HF1CYK{b^Oan;3(a4e_(gkz-K^u&t&QW>oD*|Wlo?B3&R~MSZ
z!}l1ICGE#^$l8_~o5lna^*n9+(?D=gYeqwR5$?!G@O|d!lc@v@9_B*EZdnfVLDDPA
zi{-{nAKV*R^#4O=K;`1EvMf=fXZ-<#AjWzhhq%SwYDI*OeILEi{RvsYjYy=~O5uq1
zTea}Xf~p4dr#DG>q7rLMwZ=x&2(I-!{3uQC{5Zbrd5vmvU}4UHl#<$&ZJGS<3aKT<
zxK62XckN{0h9tt!t&HSdw|D+gi}-o=R&b@qU5!Qqw*7^4y^sPs;n*nd;|qkQm+AA{
zmuLkD(M{0D+*-HXBV3nqQdD-PGeHgYy8IZ2MNSP9zDym<mOFNn!lyB~>R`}ph?Rs7
z9HIm%Djr|5^%<KCPvTN*t**KZSS^OmK~4s>2Y(#86}Xm&F(>PxpWh7e4u_5}y;-ON
zMbBUIrb;wruHXYN6_mI@wV7C+P&jr7t=Gbb4-5yG2AoSs5A}W6kYcy{I{M#T(#QXq
z#?|!*b6o%S7oTAQ?<TWh>6zIDxOcCma}I*KK@q!>6IhPCz4E3EW(!VFk6}HmLQ>DM
zbGsF$WuF;W!`{?-<0buO;ax8D{{QWytg2=0^B)UIB#|8@u{vx3dj%=cZZC*3@Own_
z_(_N3uAeu8+(sGxCMrsVM2}mb@Oe|jnuI8d9#-^=a{!5bOl43f0H8p*G=70@o}SIw
z*R)Ex-YE%@x1Uc?LGplFEZ>y|$NwII#nCuuBvSN!`*oyoQeZ=QAB-)Ms|^}e+S+El
zJh#8S3?LbjK>b(KZWtW+x|aF`L)3GWlzxOgRDJsx_+_tzu2xksH9KEW;A>8QWJBp^
z$Uo%v8ivUR=AETY`TRc8wB4xn*^!_x<+2wm?ADbDa{oRrNha4a-PXO6kXt&U8lbbx
zPV<PTA#)ZJUmZTq|6{{PGI09RQiUcS0c+$-O^q|9vu+Y->tmDMmn-?mEa#RB9BR5D
zLowi}H*={CR(cl)(%VzT&^b^oeB^qtp)(`(zvXjxZPZ&N6%u2*F#(@(_rS<>Amt62
zmipu#a}Vtg9-H20#GZQ+5HVqZ*B-V<EAS+_31nYqbb3%*yF{>Wt0K|6%usbTATOc$
zg)2eI7&v68kr0rZ{J@=c`0wP?r!biZH{$0fNm_R^kRtwa*;j7v@dMq4|5#BO1!}-T
zqw~nyUrW6QCG{z(<4{bALa;{0A@G|ICt!8j{{U(X%OTCPL3RTq?A|Fg`OeSbvZG?p
z8^0}5I`+5GW<8jUGF9&MYBQ-zUoQ>%z7UYk7567!zxE>V$wO4N$tkjBC95j`?We~+
zSHW9DLqyaE8NJgQgaRd+NZ-DFPzCwgw7R=hE|zOFc1Xis25n^>p0;+ZYWjxnInlOQ
zr=44mS8m<?lUiw=yyo$-*x;NVB@twu)G|J{vXZsFhrN}I^UWyfhC!=rXgup53Y-UL
zKR1Zt)K#vnGgF0nQ4|lyeCkhNd2Mp?Q|;5yL$|j!nuYA2=@+km@z?yh<gt;I#JN-W
zc(rDq(I--^W4PAJ3LJ9%+TX248t`X(5BS|bM>ee3<iJ;@(UArPql=0(Fqui(c_;G?
z68(B&O}9j7b(Do95Kd)I?z@~~@7k1jIbWe_eigC#Eau{?jK0ZBBKgk$?WeWGiIo7&
ztibuc-gnq&W6W!@{Sh(#`LtuV!$gEi#pF)eo-lB0W+OUT{fXc)Dgx{-ns@J6Ki7uQ
zUv=`?yyNr+nE*mW=(9T}+C|1)&Yf6^UH$QYBj4G@u{$=U-+ua#S-bnQRyydIiHXnK
zu-)e!e!ECO3I1N-H-Vz=b)nwut-m)8mB@KvpTPAgZT7Kg;JD_t)n`wb7VVqu1xcPo
zax6!1T|*)6y6`3LBnSBReh1XJ&1#h??q_fBh=5daN_7YV*fwuHLgn7^S2^o1i;U8&
z&%}Atcoe#(7vnf9tm}`I3vz!!iOTrX>uF6ts(;zv%zSL~2qUSR9%_Ko#znZ>uGN)A
zI#hEpELKGFKkdn)+#6(NP}a3*p^*-W>tV<Y$<L}^k?5CNRs82m(YuRG51b+Y4NE4W
ztUP|NP=CMIYkq!(hM%J_>aj6wS5LuGuX=`-i-6}xhA=AC)|Gb6M6NM@Z<OCm<O^@+
zzM)Wt_%19Y-vl_L`{ek5Ulf546IU8CAY>B$(U`F`bwYy|bUsnSwaL;4&-rL^Jm(x~
zr|E=FTAARMhmo$+>7K3=xAl<7-s|NUC^PjfjCOLI(l+j}4e#QEhP=8A4WZK#AFgis
zj6H=o!$g=TvOqovOpY7_EFL7j$M#^LqNF3XIMI1lDh&t$|IPtkL9_lJj?TrO>HmNK
zugx4br<rr8(Z)6-hbTI2Lv16?9GX)}jyWVb)LUxiOnJ|2V{g=G!-{e&r)r9F7)i<@
zib5&roOJs9_Wj*%`wyPGy`Im<^|-G4wPg4;?m=z(kpem)sr1HtAtwk}95b-1Uz&1J
zHfy5C`d280#-E;jC>Qi7Fx64bUXB7g7J%UvR+NfHOf|@;7javkerWsiaXB36Jmynz
z<u?xM-2~l6%>?)6v?t6}Nb|2ebfAQZ>S_kKS>`?8JQ@|4*5s2CR7bY$La5+hvj_X$
z##N_${U~?4+~{foew;Q5B%8Gej=@O3qzVEE3p&25@WS^+U6h<9DF3~sbXZ7iqgz<4
zb4gij3jI-;?hXd4IxC|NN{x4K4?#i}z0ib76rf^}YQ14XZwrKGbneitlX-<AE_RGg
zHe$McGxReko;!ZxvXs_+&n}U-mbvDFn_B^&HgO{An)MwsTMVy<CK{*%$dy+#jq}qz
zYUHMPSFHuN^BOgv5wDxqgF^}g84xTqb$ls7)n?OOrLLIU7m@@q-gckMl|W&V?CZr9
zZw!j#4q=3_<gPb;zu(th-(Z)rO}*<>Tjif$MD2rCNEVg;ePxQWnfBVDbILW>xR6Hv
zPgu>xQV7XbNUrFlmj=+~#6&ygBnqL{B+_tZ;r8^5ju*V;vdp8AH*>EmO$qat`Heiw
z&SCCtk9#3>UTQ~>@(p235mB*dw8uG=?A@hgIL5nR(8$<4W7V>iF-#;X(Qw-=NA`Z0
zr4q<ztAgh8$sj6~$|53l^}}veEW*6i-BJ8eZB1`cerRGul_s}#H*L*{G{#d7VTceT
zPi=%@l33TNBbmTsilgTLfQu`hnKZ)}jGJKqafIc^sPbovoRGRa6l%MM3Y~L*K_4h6
z`0ZBzkKRw!w`*Uf4YF%ZsocgFS-`S|B!TchV3eZeZ61Tk(nYHaDB-Bx%sPbe=k&u|
zU-}Xn6b_^MhR7WW_!U+7-ydf7oHVKBe!;Uu>5jJNOV-)qqJ-1pJo1g|<t<~cPSLr(
zJZS=ZhXe>L2VP4$3J3WSmKdzw+0SDc5iJsmh8r^#HMvu3*D+4D8n*!&qGOK7FU@45
zRn#V8uWdb94}$OjdLk>R4j}v;i9ml>d(FjQQ0($O$sV2$_8ZKof0)<%<MiRtt;6z!
z9c<{Nm8Fu@(nfPsl$maJ1x7KA#yYODiNJCw=*4U*E0m-IlnI#3w|f&xt;vQQo_54z
zX=%nuy_cc+^i05SC_w=r-OT_1g9}W#I-+oT<<P9r=hmQz0BRY)E<Gb$Vc+cwCPP+J
z&4}D^earU)csqa%+H&Tn(K(H7X7+3MTAD$`Y|(<!hR^A#aVk~EBi^PzyGfRhAh`n$
ziC-9tIL)-oQkpUU-BT+o`fP9=ok<zs5n(8{L;o#>_OLH$wpEl67f2o7Goe}qr5u6e
zk1{`$rMma%<|DDDT<{>PnMHa039h%dX7Og^*!^Rkgm6e!qaR5qX2w&z0!SD7I0(&;
z<$1xQbF39r#|sZVi}u}`D-%}3Xk4WT_xByin2t{$pR4?*#_`{E1@7aIrj!Zo_=%9l
z;}WQP;%K)-{uHMsvcdlT-0v-@-{gfQT@A&=(KHeIXlFH>Xg0#rX&+mFzfWZ$sZQRu
z1RX)Pp|>qKv>b~sY%p7a5+JM>S$WOk22>=8U2S4*zz&LX`+6i!^_Z!K|Ba6uZ@_!8
zk)%O#b7kK0YC5t&1V4SNdv9mUuI`{c7xKfzNI<wCv8Hw?I+;yGkh_*9^Lb8*2P?w8
zy1sKB*={@WBLYoH4|x943LBt1Ln8%o%rOm81p;E8JDh}AT2NQviyH7gJmpRb#V}(A
zq40Hgs1+`BQAQo}7NGBkp^x-OVrj@X4jY>EyZs{q%1m+11TT69WD=3VLj@AzoytM+
zBUCOpBFtS`-~@BmyOZKy=D)%LrAsw>X=qDajlz~Bws=VC<$}8x%+V1`0a$%goVf@!
zo%xI{vt69soB1m%BX$|X#S|w%LyU%eHicQ&9u0wlDwMOh7_}+SV3P`k{>rU)%H(hh
z^f4&?u7YFo(jWk7F~x1$nUOdmf0*a<`6_~Gqa{;CtZ_5Xc<}AAd+f_4-4Zi@Rn^<!
zx?tX+KI|YYt`6s2YMNcmc1xl9b9H>!?z$G(|GygRM<v>ZS7EVa>t>}8Lkgq?5Q-z(
zMlMu!V;okXJ7)hX{SE0Wt9c!q@n+xEVhE84$(ijq;~<9v%iE|G$`IG$@ei9cf>dpd
zzmA0u3#^Vr;cIt*4VZiKv=R<9P&lutTO0$}e#VjR+tUe~_dyaj9D`_Crky^y{Q9W@
z&lV^W4|E;-86cbcVNmC^mw9{c#l3|CUvebqXjQLd%)1Iq785W`Rw%|h`BxMiw72_3
z(w0+rxvIdPLfb9<<zMnGE&T&H<)uiJ=`JOotgQAfz#u@chnX1g_e1&}?p9&=30ut&
z_+Z)xp}UgVTL=O_0r9h^H-q?DRp!flyNkEJDPk^O!EN4eCZXzFE|Xw7P(bxIJv4Gz
zcIr#;EEBi;;MqX!`S|N<d^G#oBX=q*tqKE^RW;`aBo>7!Zo`;yF=98&e-euK`PqfF
zf3g%!@GhrXF(`QL=1v~I1DIZ^H0C$zn@dfQXgTER!I8*sOH!=zS{<Ep_#+1G!iHgK
zaYMOCEqOS+3W9Lqw}YNfEW|!U?0CAl4vDaaCcKoH*{k(J*v3pKjHW<v2LcnN$L^xF
z`K+ltN;3xvB0iss8G0;tva6{oET(rTubpJhD7DXgxE$rS))Mnt-+o1yWok-Ln1Sg5
z2%SbTYyS|&*0DteJj&JKB00VICD~5E6rY;(d#KooD$8Q|3?#BC$Q?V>6)MRww}yf!
zc#vn&?C7r7y-M%WWry3SGm>4uAlwC#-6TNcD*G*DD@R&~E@GjY6&?x8SdbGr6()0E
zj%|3VQm3FWt3TQViE^<$S~VWEKR*<itFBJxifXsst!X6U(55#MhU1EEN0`#bv#MN$
z*{r?3Rj%8<b9ji%M+EJ<RxMw<aqS8)op)%&xG1)#lYKn0Yp+l7B^#N}l%Z#=Mx0$^
z<M`<eJ$eKZ)c~XF*~=}#E@f@^SjO=iaH7Vx8HEt<bG9jMQ|GmU5quH$G<#s%Y0lW?
z+Ib?4e&;LvG)E}|O&nS=c|nL9-Bu(Gbi1JN?z+`+L`vlB&%iG??@tqTN7-WA0GiWv
z`%|gJZC|Ggl2SFFbRS>eDgRIv@-~~%x$LXFIySK*R)~U2XUDI;5Sk&Xr*zuTkpF9C
zQq~HZ3bHvWQ%uqyI(oL^`YE;$QN=^?!}XKCL|B~_-WY8Qk2ISrY*%0C`+D;W%Y2AV
zucd3-oD277{(v8TAcN0MQA;Yctd6KBeP@;)t?t^j>Cc#4g=8OkB~==4S4&k-KTp98
z(nzG>d$rvM@;CTT&)Kp}Q3w+$`a(s9<Vi(Fdd6$@RlFE!9zX<SrvD%m>cO`hR`c#t
zgNMtK;}1@K+i<GokR9Cu(g4*4lVN3S9T2n~w*kJfSDqdy%c^q2mgNieR0#}fXVD`S
z+NN*J^Md>e0fn!PsX`(o(cETZ{;(}jDd1lFZ?Ak`AhfC*XYMp^+=#mH0nv(u(eQzE
z9-4S@f`WBE2G#7=lB>FaZWRTl!65><k;<fvBil|jBihgeJ@TJdy1@T0qxmiab3rCc
z=z2;%cPN0~k<V8zSc=4wt&+p2<5JCe%E!F&*#Ne=c_`_QPInK^Y{XuS`zT{4-H_&o
z6j#OF`h;mp5OS<Hu0FGO5y=Q9|NW}7u;U7%f_iQyaWXG&hXHSs)T%}2=dlp&S^6a#
z&{v=_eRi_YM3^7OOzJF>x^`6>*gQTP8S?k6O|Kzx<0DnC8$nm8z!r%j?A)na&mmB^
zeNF+02i7#b!y!S{Gb6W<`6-jzx?aSeJpts#+_C((&?Q_)agCF0{#{VnxhH~jt2eFc
zG<a##T@aqVQk)jVSBROq=Go|`VVrxk|9^nxpU{1WPycM(q!KcWKBi#mZQE>azLwy^
zI-}+rRmOUZpjDd`P-Ej&;STy^a=?mTtiz5Sxs$4s%jeGfpoE;*r<yVCk!>9tyIk0k
zeA>!*Yu#iRN>?GGt$*juta`Q&-x{ho)w3Y`{`z__vS6hx2n-F6epuP@=6O(6?9Gmd
zr59EY7aOVv=uZba%x1sY0O}z8bo6lcj4Nw(6X|qd+}_TA#*4!;>_oHl9zGM~Rf?51
zCSxw!wT|<&(jjOm#nXo)@51>oXZ=D2T&5NCA@zm(x4+@lRW~)4MqLL&{bdnGsO@s^
z%;iR9vt0Vh99#uOdg)@DNL-Mkg|xKhAqT;SPmc@lb<HY1JoNF%K*rlgFfw4rstCUL
zRIxCl=Azk%nSnz^C1p~nv3(+V^8KkBq=(lDL0=#JKC@dsFW@c(U%!)cdyj~a+H!}S
z$L1u#UBS{E#Wm-DRsWb3cppC-y!(<U070r8Dv_ldO_cZOcDV(qD%`kJdl!jyWj-8L
zy>xLcgI}X|!1D0(ho1_fzHidsv`M6OxRpUI5fE{^7CMfO7L_Ni!v<>x4YE30Fu@)s
z^@>A{k#9o*HJ`bR7Uq8GWAAG-9SXWFpErJAms=eKc$2>ye*7_`XVoDh(CXE`WxP}2
z?wWQxLnF)>;qK)XT1gT`Rm$vx(-!XVmWTwky{=iN!B>2I$aLUP5~wquKum9z1Wu2-
z?ZZEfX9jm)#7j{K_tFqU=BM<-!5gOg3cxIGHW*>zUqJt75z<+>Qi^g40p)Qk-T_r7
zm6nO&n-q8+(-)T?lg+?>L<VKhKte!_1O`{GO;o;oZ0@X$S5y;m-X?L9Oz}pt(i_FT
zl6)$W3}HeO0Xzs_p3@PsxUx0Fa<G1o;H7U^acbkcAcw*pU0SmoodPw&n!3ygiC>f}
z{9|BSxadp<KSjauCwoD4&pZ&I7f*SuX0Jno_lK;hkbQ?{2~NvtL>)o?Ai(Fc4T{T_
z-qsJ&J_D+yr<wwEE4{-j-U7&>0W1`Gj3zkkdqg-G)Pc)F{k0(P0RLm+qBT(XW+6`h
zJv6MIheie3!?!8;rN=vLFfhAv*d{WyB}T8T;wnAZt^VZsD=8W(iUCG3t9jdS7+A=H
zI+gy5t;A21x^6;vet;Y-#miFUG;MwW%jAZl2Xvgdy7%9dz+D~dXI=)3yz+~@)8+S;
zVN#K)wc7Fgd4x&>&k1VjUKnQTdeyz1viDbURROo&u7FI0WWyQnkG~HxalTOf1&(eY
ztGY@#Q;Qs$=Q;%>bxbg55wUyg#RTUulFqs>mszurgpd8_Mki5+oefzW7E}^MHseax
zLGitswuwp!YesGVmUNx&_Jtwk?^Ck{n@1TNg7g#jY;P-1tVNXvopQW&I1ZU#qE>x*
z$~2k+%IeFmGx;^(+88vG>Jpv)Ham>wMCxFzoMB{sD&RROoEWfLVjS-MHD4VHlzm1c
zTC+qY+t$L)A%HTF*NfdJ`jwk>b>uc-Pg?xQT#`}a)PR+waEL*T08fCr<oIm8*uhR0
z?WE_^Zg3$FETkUpmQzCJwj;G=teNT|3=YTTp^@_ai=WWo7>TAn&`ypa>TbEpc;<fk
z>_5G{dJ(dYTbR{>+_T?ob%!0RL%^!E``mfJ{zndd@2$teZeJA`gUS~W-gab!Z<eT#
z#-Bqi*fwrq*>d2;P1F1ToeezpNM)prS&|Y{XMXP>IyaZ!ptoXfxhJB;0kJB{qZR;N
z7<mxadA9R8WC$BdjmHl{)@L6tjk-B8ILT%|H+uBOeaQiTet3G<lZ|r+&M2LESo-nn
ziG~cdkgbn<Ru}zEr(mvk5$uJEY!9Vh@gZEc7=t?&o|@KoddgL67Np{z%*X|7IutX^
zuK4moxY+<Pblu&ECEHh=e$Q=5qUujaz&YBpo)HiwypK=y;_yJ~XH~~PK_@4fDa-m^
zM5+p^KC?n6OKggSG(nb7JKEiCVn-5-RqXD^KeF`g>hOc#|JmvD%3aC%IrihX#jl?;
zEU5?12JqF3e07SeAeOk?JmjiXy<*{120FvKX9XIvpmdV!)TJ)}8|*+1aK-g@6rWyb
z81@<)yaZ-9=#WviSc;V{NuFL7gYuIj#-o&I$#=?=^JNucC&cR?`Chcg?in{;oz$g-
z{wgd4L*HsV??jkVai*WAOih^@3N1{<pXHS=sTw|#3`lz@R1pQI64Bd2q2T%Z#nC0Y
zTRWRs!?Ps#wkeS5hs25JNUJDCtUr|Y0n(lpmAbndqyxDY%A)gR0eK*-qPy1)z?k!o
z)8eUP;)k^;4{nDWL6py#ENuEs>NVPZA3n0_m+A1&j3d7TS^#&ah*PEL3Xa?LZz(@+
zmJqeW27JcuVT_;tpJ$_@nfqggKz|C7ALU2qoQQ<^Oryfm)Kkp1{D?#05Cmm!1Ppn&
zE7kO7`*Is#vG+uZ)i?E*OTXSA^TikyRaGL29bVfy!UwXoOOUWlSu8n6z<3v#g7%Q#
zpCA|wa^pPPJw~|8Z0LiBU+gtJ36YfxpnC`^n@P*f`Dt%s^|GimyTt}-2<-eQP5C9Z
zzg4(&?)MK~bcA(C0f@h;ySpPzgmm&6)e>YH?I>M1G(q9Rg|y2y7hkfZWcAKO3}+33
zv1vIp*$>q1j=g5gTu`0}Nq^Pr^0ebP56Xzq#blP(QTLs=hp@NmxX>?zzsS=rW0kiz
z-adc-W#7s_M2Beqq#@TEG!WL(^!{sSZv4#jC+rG$PujFFd*km$UUMQJ1R2^>=$mr>
z#l5JYW^NspBIoBew}jIa`_U*27+*ufFKE?k`P(mT?j$qFG|&-ygh>V#1|vHH@J$WV
zNbKnrNM;GHA1enyYMz4AM+nFqXUC>!$zCr9OD>Er3={4jwqD4kkI}s^pZ#|1?}R<A
zO|pyK4}Q9axLYx)=z+AfAk_<Vk3bGeu3YjHT}f<#BeFygQxz&5fyj@d(&V#U7}IJ5
zdTeEtt}}p)kV!Axr*mF~tj%aa>Au)-RIN=+RTN_sK18G+@N=G=ahv{UF(SHvhi_@Z
zkoduu2tIB(@8ggH%b2rgZ{`dk#yRJ&yoat{ZzG|zG7{*bnaQRRCE5O0COb1UJY|f}
zddRNB@xk%cLAS+2_Q|8F$ME+86Io^kq9M5&Ad`s|E*_$n;4c`L!p>F{wnBN^srJ6;
zh=6)?E(WQ;0oNnPOSR8T_x5?=Wqv+fR&VE1F1p^xuE6_A{!gOLkP3aw+|mphT7w&U
zk^#x++I1t3L8U-x49IyYTxA1X2XwSSx(h;Wwj)3=+XD*ja;m>$LGqM$rDxEsN!Q*g
z5M)1TFaw3QC%Pcy*FF+4yShvR{#qoch=S2rHL1jn>Tb!WN!uS)+@9_uD$ssk+gEvK
zJ3G87+0vfPMySX&xx$>|;J^AAFoM^}0<eN#Gg|a5dqM1QWFeOZ7mTY%lwREnu7>4D
z#xNM_FCy07J{^Nr3cUJxkR4ePB6TAQjr{Q2blq*>kE}6Vh@jYmxe>S(a7md6bTipP
z;24VI>8sgI)vvW^pFP`J;2ab&YP*^Atfeq|VS<S-sq(Twp8ev$1a%u6damUvAs<R&
z!aV13z-J^&<wW}@mN{lk@UM;P)RyCiY(w(1aSZDD)+s6!jkO^73N3j5T13(L9anMm
zif@lPYygK9K+WtVI&V;ieEen0XDt5xaG$V%Ug}2!=y@7G+`>DbFwCvajjv<+^fvT)
z?iIpa-p=P6eKScaaN1ORK(m6u4UfH|n#QSx=s&~6U0hq&qIl9^5oot)Yi{;-J$x|I
z=(G9qE;9s|%fq@kt~M$TeRvMh5F$<=S8`+WBsdj+BwmzNmm@>egu3J^?9+IJQ;{Vi
z2o$tbKR(;#Rs3-XNzZ#WtT``{UV3CePF6b#8Le2Tf{}ES#8eo~xPV1dJ^W)|mTRkG
zy{WerMnCzw6QLz{WvnfTseo!Sopgd<MHpLJWoYz*kEiU`P!tyQM5|y{MtzdXPDYv-
zIUXu?|6Cw;L*FxklQ=pC&q$hIx@{46Gw41S=U}E(szxUo?ax2=mh~*B03*sgddb%M
z`{rWE_FabuRajodcpjA5$@PJ$OtIlAJ7--@n9qG}Ppa7Ki5=gf_r3br3y}c$s>caX
zWy_l~M$;E9TD<1LvF9Hy6Lq<80E)9naB;|PyR~*iwxVcyrL4MITxBh441*r+MT4-@
z-*0!8TH*o(C=NH1yMwvnuAZ^nFDF=dX6ck7osdRp_h-I#6BJ!R605|CodXe{Y&YIg
z`q2aN{V&rhKCx1r%gdFQXJ!@Gbg@?NBhme#dg3rVJ6Mjf+@Hxe+V1%LQFs<toR71f
zW3n}*`c4%|?i&-Tj-C+To1VL%s=t1`Rm-6ngC>YFfB3*+J+m|ucAV<Xk(cR&q>jcW
zwRK<Aw^jA@l{<hKNp&KoTV;iE+|+!tNH%C;9tz)tF-vO2BLYA26hR&MdknJ%&N=l<
zw^AA>qO$P_A1>1vFuv3MUXpnF&G(xTI)1)e6;;_MG4(G<SrYTLWQ?jFs!voMSZpIH
zyZDw=xUvTkH-3lk(N!@5N*(dZjg?Ri3e<d;+;>&m8#T$FdxaaX-+T>+oos@LACO$i
zcfeKE<2T*45&&0mJ31JOn5)(g%OH2kTD3?nb!t6(KIn%`{DmLLR1bY@?(tv!V?9X$
zpf-qh%gGp?R8=0enO4N&05sHHwOH`5u;gRpqM9}*+|ZqXr-~(}P?{HDJlO9inz~DE
zE^O2Y%2y+!($@c3)C>2J3p8A|)Kovj+TZk{o%=Uirza(wE3Uc6rKBZeDQ7d;*|T5O
zraMx*rUb3>+`DBJETCCj(eVLZd?Zos^k&ZV@nzg_64gZ)#fwZINVbrBsDU7xn7e=X
zf_U{VETX$U;IQs689z5w#=+9T8eX>cF5Br~>5V%Vu)dw5O_w85%!9gfj+BAk+e5Ox
zLPJ*+y51f&kWhAJ_Z5OQcW57}dvVu*PN1MtuK_d*nY`u(Xo@mx#PkzkmS>lTXBE!A
zOW(H`CV{#aPh+0pGC-TFV31$Axu^(J54ZA~T$i)_Pwic9PkHW8oVoxTu(ww~^!=Sf
z|LxR*dQo8RyGOv;571!sqPZ_mQAKYKMnPpY1c;8DYm|k)2||54DwLwIW7Wd6TXSA1
ziF4q9Iq*MUSqkwwKOM@;D+f-9v=pgwd9toiqndK$$jQMiyuJS3wHTx={p23k+o4+q
zT9<V_3A$w%&JGbqY1dx*tFoIUBrK$gYb@*Ss_n_sf2+}JJ6_P(TNMst@WrMmv^&&`
zN@-UlN!c1T7~bN;$RwRy(!tbc4r2lH(e2BpvOMTPOoHa^?tAj-jt)X+%0qWHpp@g6
zlXsgi)L&+Vbf7N`>08HL*0?Uzv&EJ%vLr4x;Q$$OtglS#mAqACCRY!iy1t{R>g6DS
zQR|_EbuyjdCU~K$cyi@sFY9A>5yj$K)wd1WiM=Z(oeFBDwuxh{YFT)@0(SP*PumB@
zqAUI>iP>Nm5r;!G(?Mt^ah#c|>)Jp7hr<*@BrUnCk_-7j-0QTQY*F3qpYK!E>o)G$
z9zv}Eb9`z5d;Jp$h97D!K!~O+f}TaU$@uS{#^XR}5#n%yy5PZoWbE$H=kPviS$24U
zPUasTDkps?H=j!5ZJp_b2bxJkzoQldnY}t03CYh@>WH8UJ0@Oba|%Qm_(Ex)QQ^XM
zI0Ph|Y~5Fsi&ZSjVyTS7128qz@*TBhkdh~P2Z|m(>enb;JNw9RVp|g`5<^Yf`?sG$
zBcrC@ZYDh-o8@P?=I0!a$j@2`>CUxO47bF2g~q={?V3NE<s2%8URmL^pf=6c9J|XM
z`SX&=eto7va_gd{z&vEv0J2m=PlPID%G%&bp?^|s+<e1t&<G(=^lV^pi1hPQ-6<Y6
zv(%K?fm%@>3U1525;}0^Zr^<Zyz&|X0Qj0Qtu!8%z*(sDNm{)20zekHRvW?;?d=;q
zq+I4N2{okT^6me$qu4OLL8L=I1*ZR&L)>`6*O@}Go<PB?j<031Mv`_I2)A%Sl0k*w
z?-A#KZ68_qQFO;?NyxOKlQP`|8Ax9^)vGARH5cvM8zNMwwL7Wsqs-PizUOA^Q8ukw
zPfq>3n*rJ06#C$Lc5moYD=dfVGvd<1QJC%c{XRY`a2hCf*{hXQKusvWlSCoxU-=%>
zcnT?`A9QgQ>60Yban4k*IThw^6QdQOepwy)Z}i>2Pw&aAc`yGlIyh@&v1S=@PJiys
zRXRf(4p6gt@mD{gP2*WW^B{-47QakG8NFG)kmrjfP)A!O9JTR=k;<2JZ(jZ=g9#*#
zTs5{miQqjNDfL_VOiy#pLiC)M2&e<*cfHCEU_Q+pd|$Ee*UuMYPG{WP_9Wf-_jk&c
zpM7rEJP&@*1^s;k`IWzEyCkyZ#>0BMFu|BFCsx3D(jK70F{+Y_vzN#<bjRJdV&wSf
zYu7Z2&n~$u2-c^{OABY$m1d-PqI&3>#;*I1!m4ARV8n_6bqo7*#D02!>iZ}&e+{Gk
zyN~M=p)@+%9FV6@p*u6M$RAD0C8Qzo@cU3zr8}9=ir?u$`0kA;d2D3*PPz6vQRm80
zt5KN!IT*G1M{2=^+u*fA!z{M06)pu3LCR0bZydo>tW8(~IVGWYQ}O2BxK}Eua?ZKZ
z%Mkx~77H{O)EOb)3gCInwI#x*^C$7QT6e5C`@fumdsRH-`xtx=+dmT21bhz%W&aO=
z-wagb!GjPQxmN?(a)tq<nGKDZMPas^%In*6ZWOy=sptVKS$W#C!1CuG*X_fXqF24R
zxg><2YFE+cpl=q5bJJ!=YQ4PnMFDtjJ$M;3Be8mJF11%5`RFP_SrM>Ad7KYXS@C=k
z>$RmOE3+R=s1`1t<o$e6`9I)5mZu-kft7s+GWz|ezyH|k@x<K}OVZ(?Qu7%!bY?S2
zn`^{Rwl6I2L4+=vX6!v0vTB$=u7sAp9uL4hefM?dQf}Y(oJd0gsEor1YTt}SOWoHh
z@wLEix~mq>1RLcUyX=)zXMt;G*Qm*Hi0KC9K_J++oii&xKX(Uf>*6_JN^HHz^yncf
zWRG9^amYbkZNvmDY!MvlZKDyZr=y&w;h3+=ZA5esQA(<OG1#+mp+cJ5Wnn(IRXzx#
z_#J5|)M>d@R78QPF$yCT|GPhTr@u$fXTYu>4TFZLs8WbtW-Dnul`|a0O9^I$qB=6Y
zYiIv~mqE>fJQEn3N^EawPdBAjI>cQJohbDfMBivBS8BUas5TD{CA&A&r;Tiw1C#aj
zV@g9;k@*89yXX;NTpun(P=NSim>S|Egc49%DUchV@?0423=wZ@hGZK4`Ti8Sqy3A0
zqs%ZQsGXWQH7k$GKORPYKgOYU_2DcDig&=e3Ch17@3C=}gftLA8Mo<TG*)Q>9foqe
z=A&>)C26MT*n8bdB8#gh5H|juhK&i8=3QewtC19<q4;5`#86iN14;E6D%L+0IRGk0
z6I5brs5WpCk!{DhJ<J-56R7RDSC{aLVdjsFN$<Or_S2y8b(wys6i%OCo!gUlDnN?v
zNqV#K{==L6{{bSB$?*4$t@7O0pi0>p(5Juqmeq+a7|BV5kWZizVQD%Nxfo!JAMk$D
zGlMT4VCp9>u1yB=MbYV@AV|#h+p;aS`{Y3aK?R#lqS7h9v5*c3ivV+GXvf^Bfqajz
znBQOCP2V@)#zf8>S}4mkOkC9XaPdQ1Tg2zHO$@WJ9*lf!rMWP<GGs#s4~?Zf`s%(T
zIDczU_Sy)EWcND2Fp6?;9u`0$n}5e?3@751^<&^}QnTL`dOPz%9lO1XLQ^6(mOrS_
zQWXfG`@*<&hqpfzcur?yYVYBQ9UXdE_vyMcaRirVMR5ni&2_{`eF_%sB)72jAh$c7
z@(a2ALce32Md{)^NL>7IEvsA0%aWcHk-%WatG*~(Qq63~oB8n6uE@g+%6cI#?3dDG
z8s+U%nG5~eep%?mG4WNb&ti>_=->CaV|jq1sIU+SBFT6Nl7H|D6HN@e%1P|Hkf8y6
z;b%sM=#!6Ly>KSzkb&4b#4@0uKdh7cIwd4t3OK2%-}6WOT2!TR<2e!8;qJ$Di*erV
z5kp6>D#yqO{5G_`mILy}=_5x}^)!lYRTxIi9QD>)c}=q}WhTa|zYXV?lAb^!{0B2;
zRGl8n0FDaqIp#Ls$}JqC5Vx|^I=we4^s${XqJXOcSt1ZqJ}ALxRzhnigkeO~(G`k`
z^iiMc^_---;E^B^a*rA39+$D<Oi$K8RGg>(P>NA&)k%5aFD(hM{@!$4tJR-qYMKGt
zc4ow|NT&Mju@}UX9v%+!7_Te&L8bbYPtBs$$MO89kHRVceX*<E&Igr=;2qKKOlSbq
z9U%mr5l^pfhBGn;ji%K)(zYt<pDya|8+qjzsH(C0pPZWJ%kN!MEV`aL$|OX5db(<s
zGXPp=&)+V0dXc8B?y=rHo*kh&^uya0T5kQoqXZ$sF!m(37FJ(Hbu`Nas_!`n@in?m
zM~Lx*Ca(jlTym%g2pE~xLR*sgH%UI#0JSJYWUowyfajW2shwM~`J+2`Mf1u#1$l-F
zERoEqUWYPd#fc{jk`?Gdg+o*hTVg+E?r|_8TqJY7TO#Aucu_Y04+!0nO9Ov&JI~W$
z3;S-+>B7ThG~};_YYhml<QSAn<yQA#H7E<fCIG+L)W<j4KBL(7a4PVSt{jz5DA#Q;
zWV1c9B<GL9MJ=q2FIBFIWLz;i+NX_0;)u9)CimcmmH%#zD<q(acK7{oO{U1s!r<^c
z%{0EgW4BMH#CrbQxpPDJr!%!69t>z8oNpLpdW4WOVT031#`}*v^5U}ITJKSbRIak#
zFq3O#rs`kFPb8SVj$vAjJ%YO>qfn@9aX7KxFoUvCKLGj-H3_8)a&5>Km}Hw2^7yha
z?N0D>9Eky^_<jK!Xm|wOX^#<C)1fH~#Ix6)Mg2)(nH!6Zc!`4sMkO8Af1J844y3G2
zlv*Esr;a0%NF+|<dVU~lf4$v#p;B6DTxE4e@LV;w{??caY6XA(!a{Pl79a#KJC%15
z)l_p@w#UpEy_q;cj;5=1*DxNIY1!y%ywfVds<##HSna6>)5R#XhrHOjk>K)n{Ukz}
z@S3aT(UD(TzEyBCxU62LsFr*nqBZEv$q2nhrB9^l*ze2Be?En-h~(RsiuE#Z&FXnE
z0nhp$kezF%;0E&pP<qzAtUkdiNU!S$Go)a){s9GtgQ~IR+MR$&b5@$Dtfn_YaU{Jt
zC1gg#og`7068eJ<bqQ^`HyKiI;Y`Y-N}X~-00_8u$Lx8AshbnCg}u<iHpzS^w{zq5
zeR``RH^W8S`>WGxZBjxv^=dRF*Y5|pm)m-8MIW_+Zb+>tnUeytwXEHjFO6-;#|5>?
zV0^FwTP~UpOATpaMa#fN#cY|Dzny)(*wQ6dY-QJDt^88J-L@^_dC#0(gf13{pesd?
zvZUG_G7eF*9c3SMi|qja%w14bC8L4?JSGvfsDk{84u)uX*$v?2KBH7*>Ftb+j<+ui
z*p(_rkJKICW%4IZdm3YbL0_CJIeTu;<C2qAQJUfA15j=j%PJg;##sci4;*r(DAw1S
zB;OY5H>O3oD?9g5^OZ~9eLa7Etbh|i_2L`Zp|{|Qu95iWa`#8;F5EqtU|_&6fA%r*
zb*UXA5tcQw(5CUOnX~`<m`dXqfW=c?rlfnmWoX7<Qa8ZS4_g-6XQu4f81ImNqzW;p
zbL}aE5rWo{jR=E37vrm#pxGlc_OlJP>Q>MJ3%ik!R=h{B{3t1^bb8V%R~%R=EHtq%
zIG2r6tiYPOHl@Hq=syu0&fbr*Wx8E{;tR*v)$Tcad97`&^%}ujo<Sj<Z+4D8di3ns
z^ER>ob{3q;O(jD4oNDNAs*3D#!#E{GK@OxixG$OATCZKkQ$+8J@O0%q3-$Rq$?%UN
z3|0xsBG68ILlv0vW;I7gRB&cvow4*pN5>j_*C|(-&s{lbIULk1;?RpnO*UOt?;z^>
z6jz{O)bbxCf*XIw==;|%9KOGyGkO5Dmp-Ydyd{abz$O5N2y((i%6ZzaxW#T89-0&6
zzy20~I=Agbh+CW4`D?*tF}HHoHh;}ckuP&7lo5NiE7U@xH5LWC?UBbnB)X3efM2O(
z*cXMDm*1*fG3yI67Bf>{f7+P7=>_EA#N|zg%s%!Fk-&)~t}{LTgff`pVEyM&=>LE#
zK6{?0g3uHiSjzGYSr=rt#z$V_^AiXmNnNFhOD}seZDQVhNP!S1E4zo1erLKw$f%qw
z^htfT4zp2C*epo~w!}H-o~lC(b&jj5-Fg7wr#fYV(wJA*`$!-!Ds}%#tm4Hr;Q7yQ
z(<;J-K_XZRfC(+D1dZfmeP_;*mYRP0SonY)9l@rVW5Y_Fcmhhxib2cqddrE!fqgp0
zJDfH;D)%RSoLw_J;?sPS>L&;%^^rpF#xC9s&t|lP%z6(Q*$f0s`}Z^1_EtE<JbfG>
z$+xze)l1oMG?)XX!;(#B58Mzj0;Eo<r?Ri~6m{Ml_;W^>FR`$*<94y^i}@2>YX@jS
zCfjoAWp(90;F3#OP=r`$X+3X8=hjVq0Vq#Kn)2FsI$f!BgrPi`)R=bb;UI3QS8wy)
z7NQ=-V<5(qE6DRJrE-LfmATAUr>c3*)uAT^C3@9zNP5GuJ=s{jWWA8mlrhlm%g!~>
z7V0>MS8wI!X5NeGViQ7t7DhuPUr^UuJ>_=l2`g>GZ%BFeK+~-ELLLjF5}-qOu|?*z
zZ;k_<n47*QCl*R)SnhS^(%m9v?25@S6T&~AAN`*|_2LzKJD-u4$NU8Ib`z=n9Wk!W
zSB*SW74N8FVZ0ab;cb|rd5>NpI%piGTb2maMp{AKVf5g94Lkl!z|&{zy@N<z#qwSs
z%=x*B`}dGxb?DRtAG(5eng8<+D3=-Gp%??Hvg4T_W9T`J=l2TV3}6$t97&WUiW_iV
zm(2ZP(Eiq8+0|J>O#pjfe2Hce5|SV7tar}uYs#dHawIR@?ezO%)6Lj)YEh*7F{%Et
z$UjM}(Yn9HR!yPmsO`8~^8_cxf1qEfTuZIgLzv<Gk3}`967!$HpVN`iC6tgUEu3EV
zbR2{+Fi2KKW4pMuwqs9ETr2wiP84hkTfI$Mc<t|$m=PjBwGPLG`G=S*nTUtHA%sD3
z%gQI@5Y&lNeYFV&s2koxq%OXyW8qZ$+QPD!LNW?L?Us)lZy<gfIwW*>1}*@0?t;@7
z{LN3!1$+OURk$|lTF0rE#f9`RHw1<lKcjzWg?f=#na*TWsp$ioAg$3H+wg}0HQC(D
z4j05jq#*4pV3KNamAn!+<NJh&^pt`QcVz>Kl(3v51DSw{Ap5_krB2c172D~aAuhF~
z2On?T+B&A!mMwXb>Sewpy?A-uvC(x-Pza+@$KfD46Q=@cOx$Gk%x_uMrw>c8v_#ow
ziP3^pg5uu0ivv;Dqqc-97yj7I!i+G2S2j(M%?1ZQ_kbCL@h8<57|KLzz}aTw5kW{T
zHmOd(DFq0gb)uxJW-DnPt@9nNu8e;g^L8RWa#=*-cX8;6%me8bpQ3<Ni+w;~3JZU}
zx$NR3hTBesSN9F`eYqNflc!w=T-)l+!ycja(c!p2#~uuXle9r2{IVg|?ECr;xT_Nd
zgmucmrMhEunp)byzie&XoJghofC{;%=X2HXpvJQY8m`xSv@RX;C@6E!$};J@M0z!A
zu&g+9tM$vo)8FsasH&XBHl_KplBTZHf5W_!Dh)ELCNryYQZmXhC%Z~F%4O_NMf0e)
z3titP<}`Z`8L-6-NM%{yliS_j9#?3=y4VgD%M;gg8RrKTf^Mce?XfIB<7gC@AXCjd
zbxB(!J#|>I??<jluZ4Tfy^rS=)av`1sLNk!pmfQbH#X}Ix(?no9z#}$g~5QQZDK41
zrSSFHl;#TMPwn&RXs!H^!{KMQ&KqN_>}n4FI@q`U;FJ{=GH%#htFh^OM$uf5x37hD
z(3hwLSbpO8wc)TWHU|Qq-D+B?jWF6jd-?sw-bqrO`M<B?BpFky4G=KqrtYDVtIk0{
zoXwg(d;=6|Qomc-ut0J0jKi_v=-l0v+d3|E?R$F4sDZUKZ~`E|)E_d_iPx=5*p<G|
zx|r_60d?i7?RHlF`1|tD*q(Eb!hgm2&5ySkJh<_&Wv}{SXAeP3omTJeu}@B|h2>VN
zg8j}(m%^K|``w(m68ru5pPjxQB%WFI88JGNv;Tj9+ky9ouJ{^miry2#>P8ja4d2$f
zbqo_u&wN^>6}0g8qdPV4-qZd7{*X^&{>5|NA2YrZ_sgQ+U({N<d~ZY4oMT_g2cy|>
z$Mn6epz;cr)3e9bGuuq|EWFpUzm<1yn`PiXjn5am>_z>DhXM-n6P_#n-86y`)+FHF
z{?BV={UPcv@5IBe{<mK+4jBa>&iv)~%ld?sFB&!YU##B0=Wo@FhBE5c?f6Z(qr-iF
zI9?&2-(K<K_KPd?UrxqpMzwC}yh1TOnfvhH*cVOq->cHp??#@`)cwOd^?0Kcb>(X7
zweLsHC*-yXK8waIS}Xm1Gk!V0)Ihy--e9|V?f$hcWpND^+%in$Ibl|ec8oo|99Q>V
zwk7tvQE>NthxQr9RL#}5;3Y@qwAJ08YugpRMSUnP28y?vG&{2M?)skIF*;4~JNE==
z=hL^G0t}yTP5~j=YG<yioamo^uy^;J{Vx-*%#~~YYx(xx`riF1CI#~j-x!CmIR}rl
z^K`yF_Iq@2%*X4=*!Yl_>y$16Cw8wik8KlE1lFO5Rx30PM98CxhM^R@ar@xOrpUBL
z#fuAP{@Vq;7Bju^fwF^CuR{bUB2>(J;Y0|7rPBPWUyh`P7$EbIACWV<{zvWpJq7M%
zRujC8z`Y6slQHRq0E!7h$<wz3=2F0#;t0e*sX9Ig1O2~d2xEBwSo6FSLBuAbw$0Oh
zwx(fGqIDyqI6YduD60|e-(wn0Ph3Q@r#WY&I~*#W^xr7|*Y@fUx3Mhwh45b%_YE&n
z*7A3m>f_KP6RpqkfrRgxDO1D!k49=Ga++1F3f|hC6R<dGV?Jk#v_X}Z8)kJJKC>9&
z=aYD2K5sN?>zmNWIvhk+Feb%|M6X_2&r3{d#F=i33zgVOX#sL{?;ySLd~Kv6>_nH6
z<G8$=tCQr9UtK5oUHDOkDavB6J;n2~CaYBSW2KY)E-}R`q7lVhdgPh%@pkF+iMH++
zBKIz5(!Q-7&hgNV7gdDt`BmfXa{e_`IS^pXyh+OUf_ZJ;W?HsHQ^UI}KZ`GSMZ4+)
zyDJy61A7QXv9GRu!bLVI*FiK-fVves0#rncgD`6TBTv3&sI=q6lboWv5TT@>mJYf7
ziC#2CplGJ|r$nUWp&EZg{rz*MT4cpydD8vAemFLDJMNr{Sv0r14`%Y8VEPE6&_3rq
zEZ$A}BC?f6ri<%DwK($GpY|NG0=~N^=IJ`A>@a~W???-r2|O6znTJr>z)61o{MT<`
z!CTTIraF|WQ;xNyP$+LX#-|*rTNce3d;ROmRL;(o4ZNX_mN!k-#j0Nm54y)gmPjJe
znI%o5%4dt+8jgWf=>pUu#cPm5fH0q)kwB)T#+h0k^;NDO^fCS(regF}mZ<39*`ti}
zy-i1DQ4jpmHVv+(6l$zArim~dV9>|t*Z$`UCCp8Po|j`>Hi71O;e{#)^<hSH98kZ(
zvaBES))7+zQ}Z!{z8zG0)&j*DJ#;er4k7u;{aL4^FX>3<<w)zkhW^0i_&^u)lzmv<
zw0SSqa<FEBBz5md3sZBtm3M{1Ue9pE_bU0xOURU7oocUW!VgBDc0b(2_1kH#6Zy&T
zdbf`u7P#K(g<^4==?V;9#e~eixkY(65n*cglvg)Qf)NI@q1oQhG?ZA;G}9@7vn6s=
zOFr6F!n~Ej9esCqqWDLv&YdJWoHVz4+UDVva1z5~<RDAcN8g@)Zmk?ELPL4@Md<Hv
zC`z^A*niDj-Z6jT79sd9_<WlcJ{tj3&8k04=kzMXU{M?Qs#F0Smlkkx+|J~Q{V(Y}
zMO!`7uj59O(dULQDh`!n_uB<5UU`6%M}}woU0hoFxRMq_DxJqeqUv}Mu_=c=-&MtY
zGYs*xs}V}fgL=8>r*?HZq845MvGPK`KK%TZR6UKkZ#Vnyt;&A(-TN}tea@4uYiS+y
zU~>l%pZoVQ+@<Z(D~O+5u8X+Zibi%Y%3R*4?y!I3e-n(>rh-Q+D!(=th^vn2{nfQX
ziNB&D@IM|$<(!5_4G?8DGhE4Wb4YAJU!L`S2y3C#_<QP}s`fFJ3J&Q1d=zAB<3wlp
zr|1HzTqn&!=O#Oq!L6s{LEN;uuPrJ9&Jt35j4vUVu|;4Vgm74Zjwd^}<5!>NA;wy9
zb9hWp1JuxeitEDZ{rdO>gy3@-f4=a&F}(ZLW=7NAeQEy#j_<$8I^?nZ9>&_#O=nln
zB7E5AzRv4%(UNG=l3_Hupn%$(j0_T)_zy)bW@$q@jtvU>D-4W3Kej<#+;6MmUAQN?
z1A#1f4D)HGvAJE4+|lESm($N_#hGS{2SN5>viF${;DGZ3{`)h6<V<eKz@PEH?Iz#x
zW(^0X_QcqXI3p=0{ObGBWjZSVm(mhQfzlIpS*@)D1N6lRIt)EhY8@XdCvsu6b>KW5
zo@L9RP_0oUAyUlfM3h4zQ*(1m@sEAK`f?8zTK!+5RgOIXaHu-I+Lpvvhh;b@pt%aY
zcL9~kB^VYlcbG3`S4Vh4&}MY>0+~8!zZ9H%+J9WAb2(9)XH7YB0^$>D*rNf`dtyG9
z*^X>?);b|?Yjb;+wz0|QVHx@g-5X!!S?eR9mMPW?YW)9WGW=D64x<u%p7(AB)^&jM
z;AL0?1#+WaCC*{j76^%`@g4sw`Ayt${*7E~k9qT;MQWMgB-Ep$fKSinGIikfRk))+
z@*JJtLA8A=<Y|PPFsG^b`#r=1W!j;tnc|oF4&FX~HMcXcRD^XBiO#K+0*-Lk0gTUG
zQEkhaYhTRGXli@2kC9Q!yrDaUBOy(@)wbNa`M91E;L(_21tN5m!M@ZbBI|^jkj$r$
zaM?R5mygQApo8kEdJZ?|zo<hFmT}PpXhujCitXpW|GE3MpyqkPt+FVcs^<=9{PA=1
zN7BoTqOW#UD(o(1&oBvz3hy2h9!~6EG5b@-0MjF|M{x8ptuV3a00cpX$~VP;l7)MZ
z4%IHJS1=H;cn%TXVE5F;pC3L<J$~-{v9`{<GPuuWtGgy+JWD&KxwOs{<jUCX)A0m5
z2C2fqoW@vO7NYx})6p=tiqTm!2YE$|niw77kC7P|x4>IF;`Der@Qn+4?;x~A$`DV%
zj9Ty|oPG^Z6U)i^IVxn7a%itKzkt7<I6H%d(yUb;5oU`zSr2Gtk3|ABAmcQPcv`s7
zhy`VW*mSY8-rv$o;S&%CMq}wq9z$Ejib$;8V6h<3DjpmQ)${T?5rNWDv=0yWqAqf@
zZBZ-^JwDr9+VljcHxsRAZ$9i5)ORhEX)Q*G1B;O@yZ`-|E$Ylk#iA4e62*N+F&zI-
z(?{DQHdXHZ;wqfX0JnbFO%LQ!$=oUbVw)$jeR^hWU}W#@8x+BP!@Rl{(n#cRC?$0G
z+EcxB=~R|aY5dW%=Rj)qT#;FzJ7|NJ6)5s>ZzEeA^V_w!3B)wxHId~#%n#4LQ$@s+
z(=$0z0OF-+_;?yk^~}c7NQH%V1wM+C7njd%V`7;5Y>%JXb#B{?%H_&KzvuGb5=rB{
zs>E>>CqKg@>uW^E$knDNnfJ7<1HyQcu>H6&`RklQj<j@Qv5(i#e>I(=@>zXYniFs+
zT+#X3LMj5B1hTMI|B+W9%$4guVI?6!cS@8#eOz!|SVXZ}tI9tqei*{}*3^nzOwp{d
z*39J1_O?3|vo0wsTn*+Y@^5F(87DsZs|6z~np#q46lP&+l+9Qfcg7|qX~uS2s5vA%
zk`_Ufy`$6jOG8Q_mBz~Wg-LBye_|+`ctp^@*>NG2F8$nfa!WLV@2-?0>m%&W$Yd{l
z2fc_gr<9{wr`-AOdI2zZ3|JMe-UBh|fe>}a&E2_RF&BDkL1r2~!gS*pBWvx5C~%Pd
zWS-p6kg`}#h>dIC{pVlCv4#B}t;2_CJdHQ@S{47khn{X(bXE)>B!_r-)DKW=+%HYx
zw__<~JP97E!CefU*3Aty=s~~=%Jf!Q3V_3wL;&5Y5o;x4$h`c*D;7$<{84q!J|Tkc
zY)iHN0JcM<kq9w1i63s=e|YQRZM?ZD%iLnCuv&=FvJRK3PluI}8%-^2Qjt#PD*S3F
z3Shf4O>zmVfhC-Oq$(Qo??c|F>OcDP2#3LW@p)(npDItjh{q93&s79_|Fn6Sv?bb3
z4Ei6?C>!c{;XLutaj{#AZpFKoIsE=I`1Fs%^|szDvAI8Kugffr3NGXLQ&nKT1HWA-
z8$+xc#Q<GTlzj~0ZnAOY0r5J<EKJ~Sj>$r?Uld|ZcXWifE1{l6T?yxT^y^ggHqyE9
z(sXJm*P@&Qyw-I}@{E|B)P9s<nvt?4Jx&x5xI-5*Im4PpjDWTwK`rH9Sf=zr9l98~
zxDCq)I71{Ne|-=Zz(LKI>L7=Qt2JsqygR&|Qz3z&Y)>|<mmdS3MLe3z|H93#GFdP1
z*M|WR)>dV^OP4c3tmIF3Cj-=XL1t+Jz3*PQ8U^dbDg*W&G^Gd?-LfBEJ8Pq?c#l<5
zHz{8TYuli%?rg<hdjDGO;gMp>kK371S$GuQFv_16;wyOc1c_0Wm&B@hcUO}Y_j!lL
zb>LMsI-|_!?m9W`iR&pRLmPJHS=4LMICHrPL0S>J&0h6y%hLAaF*h73TNO)Avo6l(
z96YCM@{r7a#y7fj?a@IB5<ZY7(Wo}~YsMj%FEHm2JLmEbqQJlGSLEvv^+N<hMb~i1
zYceIZ3vkbEv|dn$xCpJrsl{bG?DV<%G1-ukr3d9(N#oggE(^ZM;+5SPA<;ECE~^kN
z*VgPhurMRhCzz=q+`aL{8DUiLoxJU7?|#3S1?(p4z$yR$!kUjPl>X43gZO)c^As}y
z<s=JY7wE&biQZx;*C*R!b<vYnOGi{6{vo$TRE4Y~5;LDi=27*yJfJ?e(+4yp=ow7b
zFfh8<5Y^-r!l|Yki&0akzvjvp#Z}=0gIiHXlL39-cbw@~DU(+OtFP_;5#l|FNdoKX
zC=vW>)%=g3{pkveI61}J<|bb09#N!V<HTMq?`pA)+!z+5unJ*eLA&Ofh0+@|)hjYp
z37(%gKf<?uX`J{>&~fYGg3*2<eY}m+EUqh*xYqF>4W#|}%0!elwr|Q)h=joBS{mEO
zlUNv%G<Z};`C}bhGoPZ^di1!eRL+NQWwEzXoYqg0)qdHZY`NR-l^Wu7?AfIH_qE>K
z%}CF1Jd;DJ;Pf!ZW)F+BeB_?tH09g;+n0&8J6y4Dt{lqFk%sXfF1qHS2YFE|<F7iK
zN@xZZGBCN_Tt;+kH#dc1$oOid<VfnH#uIGDj!H_5%~6QY{@DpR?&$eKl!C&!jW=_^
zadJQEwaf?WZa!IJ3iy~`sfHxlE3yk{6>_$=1C>zyoSoe=PMZi$rn|N|&Sx+-Zi{bp
zwVfzA{?M~44)K3gGS$^m=R*Dl<sItP(t&_}<z_1VbsLU>I&3*a*!I}<1>M>WHYsMg
zoHdGo<a8*`m@pdUI#pJ7#3+{o+~}6R{$doZhxPJ?lv;G!mF@;?ZN?;pCM`prE~On)
z?%s{<|BtS7|7ZID|Nk~~KE#|uZQ9sohRL~u4YkdonUQmdIZKFoNzHOrn%U+ov|*u~
zb4rfooFpMig-TL7pWoko{($cv;Fq~v9?!?)e!tzWSKj5?;k2K<C`a$<5Fz=v8RS^+
zGpUA<o8C-1w327#A)~Fc%(6W&@Hxj&hMa|vOF&UQ#5x3;>9+z?ioZ0BI8iiPZ%oQ$
zn`^-fZ#!o^Nf#_1O6>-$w?+Hj?)%NuhvBHT<>g_ze~YCldP^u7iSKj;4a<4xH&{4?
z(=K@4mnQI+Q)$AONxoI_j5}3{=(P?r%Q||R<jv+XVz{b+^KqOTD^lj|B3cA=bn>+|
zRU$3j`fdwxYgDodE<cG5UgOdW4I%fxxn484@*qsWcKIGdP>gZ(dw@;)d$`OwLx}xd
z-m$m5FH!fuS`=CKAt~t7O!m1XaW>?d1i0%$<@*gMcw+>$NN&O^8`N*LhOstYmx_zR
z$of3~b<I?Pa5z!GXn|C!#A#P*A?CKF-7=sGB04CrgwifuJ^{bH<#Kn>F@LIIKgLTm
zk(>m|U0#`w(=tZi{e7#rVYv0+m6t>!*}WKEn82uYgkZ^pQ?1I;K5^(qWf1wd>0({l
zYowfeqO=$IuCWwc_PvS%w$hiUzO(1rxW-rjfkT3Gc;n`B@sM++h^yvGAx#t@1_v)F
z!>B4s2eAO+{{zUf_rnKNFJ9~acWPbH^Qm9g@25o3%OIBokgI}09u<?o^33tE_&7E(
zrI<nGQR8Ki>?puphJ4VxJlF%c1=RP65-SKe@I3OTJGQ!V)mRiR#ELh#2)+UT1elWh
zWyp3CniNh!r0Df3%72`C8ED(_;8F2s1;f{TB`c&($#@OGjg!VHC<`MHn@|Ad;<E5(
z^9;dlII@W@x8ExDNo1aV`OAqA27wT@DtYR^oU8W(WdP!UN@6m@Grvd8CPtJuF#R4u
zJh<BQv)n}rJF?HPG`W;DrSX_LIK%G|g~uf01ORQoe}|pBf>kol1@M)sM_s?Cr9N?C
zwWk(|*Q3do>Lg)PS)Fu?IrCeSxk;H4LvM~W9(B?wB}wh}>(y>k`p;PTD3MbqMAfh$
z)gt<}=n5_(bvP`uUHC=&mSXR=$3EXi{ts~E@%JNRf5#WEjr=&gIXB;K`wv!^DEIqQ
z=gy}#N*zz+Nm!P^T2%xr$1Nf3(=9Pkcs27!kK1Mk4bJQdzIM*!|3l2lH8gwFPo^uG
zNylt%$1!cH9OhV_k|eNKaau?!i8|)=mJ>k%=vHlvqA}XeWWQZ?G9+mLvt8pcN){g?
zAX&Ghig!IjOFTFIYLXh(Ap8=)#wHUU2I-NhbjOfGZpGqw?0uvgWa$Ww6?dt~WLa^&
z{q)J39rJtSolVice;BM6%8E@<yUqdX&Zdhc&GZKAcI5n*6InNkfa$hm6KKQ2`xm0E
zQwuDOp#q6=hok1nDs{Qup0dlvn}51fbnCjXH342L4{S9u4U=}3EJ%Y6L3&O@2I22O
z(ub3Zs+@ftigZf?|8AD0^2i%(N69NNvH(*ZL`$!7Fc2}j_;sG?a0XtI@<5c;UU%M(
zU0UAy*ZZ;oRD5K5IQMsXTV_6n&qW2Ev{jTjrteCLeD~7qa@_AbB9<G~Yr;2bNAYJ0
zlX~;9vKkR4t_%Xv23pe{{R4h6sQ&{j?M_omwu$;Rpql3s0`>&0|9+YuFhoCOq?$Vc
zLxZbKCEof66uhMH>-^eu^@0X@L^8E7Hm!^JMkeQKZ;>veQn^q!-sbfO`p2k69})4G
zVH5&K`YxNqX}Kmx?SUez@c1&t7$7M~s#)#`FRX1Wr=(f{1|<@d3=ffP$wyf_0og*|
zs^D%J1{j4Z!p59H?yCai$L=^hn$}r0)msx<Y=4H8fuh!ncwK2j?$&V)UAYIC97lz#
zd?iD;$j!*2+9|Fwu~OFWgJ3z_1Nt4lUBxOFMaSiMwcS5mjn2NN#9VjI1U$D+Wcm)e
zHJl)ysQy|F3ZV3U%4;k%Mm&#`0-TETY0S!(cM>$pP^bWhEZQ)_CyZIy?)!#QZYAqE
z>e}0`7dypC4DJ0Hue``o18A*}Yh=dS8;1E-gZjaYngn5Lir2ztiPd-i_ZEKNbGwZ0
zHdbgXG({ua7|e!8X)jf5v8fB=C4?(XKa}HUrS?5&``5Q$j2_+p)V*{cM}m4;HAtCb
zIp0$sH^vUX1G`gBwni;?d^x4YL8$IoBolmSP)tw8Hh1Fop|9x+t%R4GQqp)b$K!-G
z*_M22WxQcnc<&~sx#{#-U8ZLlzjcA7ofquayJvTHx;R?KvzyRj0NY0eLK&|J!~Uy`
znVRN<dtXkTk9k%?0wbV`-mguWwXptijgWE8IbT(JNC-*I>juY9uf&@Tv3)N+ExVjP
z0oh)nlK}7IzUnZupjZlOcfRSJNC-&5XEAl3<DF(1;+OLm@=pgV+FE5nSB5~lM~dy4
zc<^^SrC4Gs{SlKLJY8Fc%N*N}u-#^55BiR%%?Z$b8OAj3gsTjhRTZS7@jELk#4~ku
z=;7TH4OXVF5t{MZsa}IL2$ckgVZZ3dken~cO6Xp~1(K-*Po-E6y>&r|ntn1<dbViq
z!`lxUOib62`<KFx#r!Fotx+>?@po&r+FEXcvo}P;vHdLlVknbX#N~)mCA2o7JzMf$
zva|)9fpMUArK9lP91eY)eVuESLoNz44RLJhqxCd}NqMu|!F5&g<$-X4X0F^wmLnSg
zU*@T2lvuNr^HIe`s&F#Od)yXWH(}QR_>KU8`j^|Fj{dP4TqHwGd;AS#dSg=jPe2xS
zvec{nuj~jx=ef_PzO-iOiRYufZPvlU7Ds1ZmqR&^&3^t%aqq;qn$0knwVIkD#_O^<
ztMm#?hJvCz<M+9)fBc*QmrnOvyN)!_Y)u+{xDQPmw^3E8Eh(>-l2~7kNJx&X`tm(M
zH#H|?;6Cojo4w1>oEPLo3pmqnG}erM>dIKFnEX@`yQvV?Qzs=Yg2C6K6N5x@sMcqy
z0fn8*Z+>lmxG3`2<~okkOpyZk_ZB{e4;V;AN|w*(H$9VLh9Fs>AxUscw%hW8oDkOd
z47#*~bZQeC{l0&GKt_t{^}CD57MUfBP*XRfRlP%AOXIy9J%upDR}82y+NiXuDW0}2
z>X<dby)x4mn76zOnMg_yfTVRL#ww3z?Ld8yax0c-p=OwPXx}|d^>_js_crO|OvcZI
z8Haoe<TxJ|K1mxVg4r6@vyU_)3vCWAXbnK-@NfnI&Jt^Sqs@MXcuB1mK?Jf%U^<zm
zt**codG(m0{lor)WKLy^&;cEs9ppVq(7cADBO)o#_a+#}OR?h0TyUMr2Jn7ZS%2RE
z0u63mW-Q-h*$cGC^`5{N0N8U9V*L^fPy+Zi^1nys;pkD(7vw=uaUcu|Oqc*57-tTy
zjNkNEH;hLJX9QJFc2y3DHVgG=f2pcS-x1YGDyL;y0HN8+Vg367l2DBV5g4$9CSnW>
zLR@H|>i#Z_4&&hN9d|CuzE0?{UF~=clJu^xIacJ?V_Rpcg*NT%{Kz-NlU)A~4=5^0
zEo5|DlN!ypK3$3wpYSRyZB^AHuOVP?mK#-$wW=obhdj<<wy-Ewas6MPAAftQF33tW
zu_lf4S?3h*-}2OrsLA^w8ppZ1arr{HBv^2;B(0Jywrhnq7bWJ3%}bcI33*5!uU54&
za}{+TFKjrqoH#acGR07%4)4uo4dIx0I0Ac4=)}njW=Zf<L9-MA{C@!Hpkbutnkf2j
z79<V!6-_t)vSyC)T0E$SA%-Fp3YDc$HF5Q2*k~b9kXVI}7=@5(2@wGCuikp#TF2!N
z<HoZ<s46%!jtCF`_eS4iNfOFCux)tq-MAE=&)9fE$9{NsZCw*`xw2rXCa9;@DAWWQ
z5=Hw|Ll=w175uI3MSJ(74XAfzYrDDK3?R%aYr8e`gZUs<Ph8YIdKU*IeH4cR{z6<T
z6z#dDrHUs;zP_<OalyN&w<}9zDb(|wZEK;m?nk@cJ*QJP46pwmfQ<;>C<=4eWu`jY
zw>a?hbi<O&QMh$A*xf7(-EY;1su=L_9Z|Ji-(7K-vjzriqCGsIpzUFjb%jgNn<C-4
zmh}&C{s!TAkR4}(G+r-32?4BXv3zfYPsUX`kv+NN$PyOK7H~s!@^sB;RaC#y5Rm@Z
zUb!j7MCOK4z;sNE-P8LoRHOgvcpc;0-Fj$8%jeV20oBh)^<^fOWvAseAXcS5m(_GU
z2}ztP{w&%yXL!W%PX8@T42scBkM#H5M31vrYdqqN<cxxkJzm*^kq#E3@c_C^ciE<A
z+HLc`rT*-51LJM*PNHnAOJIC)i-^6?MVc-xW>tyoV&YxzZm%l>;Q(oPlNdE1=N*Ty
zhLBj3t0$M=-Y$qaYFCHZKp@dpD$Rzl&#LJ-B6t~wc8w3{f9?S&%4XBYW9GfrH{#0P
zP~+ugEqfGKc9juKt;QQ}YOIuFwa>&YJ&h03tzW!zzU<<m(+MifhT*&qXBgP12eAX?
zqe(WWKpbiTibYi~|FqABL0zfT{M0^3_@q85R+ve4%FaEP<HS#U``kjT$bN9G<GMkF
zy^@h}sQ#lLpy!1L2^0vP1kV#G*MokUZ1}`nCra@Mc_Egf?F&Ek*0}*Wjen32bzx_@
zZ~@Si-BrJ@hokGQeOYL##%~6*YJsT0XV8UQxl*Q>>6y-FSoPn%si>s$ugvN4_1cY(
zuQiak#=<CeWhQmpW&kB4jfPuFp8*yvj%p35E^r*T*6Wb;X#oa>#%iJCKy2|`;jucD
z95kEgI@5!UpA*p<V-2roB|WQ26Us>WaIFi`)EbE2gD@fe<Z{`FSL#egm^YC;$V;07
zG!t6E`L{lD>aKzmdY8S<dGwAEC~Pg=c$HkA9aYEy_wkPo!IO9*iNmskv~fczHtJTM
z@|ydGmo&|Tg}HX$#yE<cvQ6cA9K$d?@NNrxQtZ&juK3HfVy&)*;cS6n>2E}sm7`8p
zkAMFlFWwiJWDZcM1iq@Bm%6oB6=9{$RSTIU=}3(;`p!R?M#I_cT1OC2b5>R4k0E5;
z$pS|ORR_-@h_X~lwG2yIT5pT&&^YJyzJbC%^GizibZuE$b%emlNl>vig22m;FEVM1
zG`p26Wi}4DIw2B~Gpdf!S@3fLJfZ@YQx!K|uEx-Z2K(hTB1aEa-RWH(E4p5G=}&-@
zcpDglJpWJ8!F|lPJ;cK<G{Mk7vXV-^G=!)^!w_K{Eq6Lp>Go+f_S+-BBxA?2OjnvP
z5^XLs$<mqX!KDh#jdn5&nh8XlzTQdtB>i$B_NBLg9#jzX^WkT8fD#N3vj?e+1BaSJ
zLjZPf{8ytPT(Y!B2nK0MBultOtB^1GkEAxI6t#FGoPFCIiy-a)%v>h0-tuMN(vNl<
zHJLXVsp5b|Z8cHtsj*E>X-H2?)3lZo6wRmjpkWeNIbivLMd0YlVxP%{Iq8UF=TY{O
z<VCn_*%->`-}|9Bqi~!jM2$(viOYaDiRkSD{5SC5Km<HGI&a1y_*Rh4M33Zx8N=}P
zx?Hh|DK2fi5DC?~-iC0206oq$X4G~AEMh0eM4DGPPqWO_AQtNzXZ|r2J-(W|*KRoB
zdC^(jfFh1ihMWLEVqh^|S8{Ck#Y$mTtza+dC{sQ53*OP>R{KhYzhmJj(93?~H8Fw+
z+TYvO_w+(it{|MOcF9oIAgbQAxWWqzp(vXmvD(^i{H_!=Gxf%bajxDWE>uve%$Nz$
zX;?6)ofIFwLW-kJ>Quo&?u})Aw?!_D{{bwo=bygSjS=RE))|VpDx@Z&N<pkpv`qJ?
zMa;Jd6#ID~DTe5e%9plYJ$^azpIKYt)1uB(e8_8Owm)r=Jqoj(@MaN2qO1g#uQ*by
zPG;ZPn?ZIEEfaW4ymj$JN04Ea;ix3mezHJ?D@36Q8jW}a-YSo_0mb<bOn;LMyK%AQ
zg4&}Xjf3qM%K#Y@!Hd}nGB?j8y$zTgO3E<MJIPWSHT2?anNf)C_n0E_EssJaDe%)p
z@y3P(nQ<3)`GF95S%>^*C_;^NxGSL1Yn-w_PLW&3_%2Q0EQ#?wyyF}6jR_jvbKDTQ
z{o4ZjuqCaE<5|*YjJq&mHhX+d1xQDySLS$hrNVToyeW>6`FGnmbs%6ze@CU_05hQ2
zsBeG-aFi0&x*&pDbcgt;m$kQU2>gq}Y;bX%L(c@Svf?sLYvcPn(Meuh3bO^R-3;zJ
z88Bqcex2x8?zmqGPl1W)y75LxQ^j`0adtm|@nh9=P58gJrVz}}d9{Qd998@u7_@c(
ztHDR0WRw-F&yWc#hpgC=okhCo(&re2Ik!;Sa9XqVBD%;^$3g_+3nZ~;JqT*)Rsf|U
zxQ^yLWMFEn<0F8LcUzB5u9{wwRFB@9xJSjyvFrxiG>JXD?Q6|g_PwUxtlD4tjK|`J
z0uQIlKqZc!v4yam^9Zum&e`IQysii&l}Jfe^k1<WP8SrVg9hJ1CF9mhRx@r}bj8kQ
z*AoT@u)EApCqpz=wudj+JHpHT2W~ZK*@y3<eJ@_p^X2dHA`gAm4fMIT*RW(%IR2AA
zRwM;YuS)+eE{+CApVhrLFL9tzT{IZxR<iH`=^=opajG%bG(yAl82Zj7qjIVL9%f=c
zu?PD-&*35Y#YfRV*F*qff+vSL)09!yc(j-384&NgVD>)%@A}ak1b|5xBt9I7TW5eR
zwKk8sG};SH+%i@sth$;H-DaXtR9o+HjaD#gYj5C%a*SD<t0{p8sa7l(6H7T~)uVMr
z>&*!H1YN*s0bm<%Tfjc-bmV`n{dWAq#536M^QXTavKd)e`mt|euiPunm-Bvkvz1OS
z^Ylt#xXpKGlP|$t3as-ggmLP66}R?|DBi&A{lMOY&%BCXa~Zlydw)AR+2YOb)?~+a
zzZ*-mZ}j_%oI4@^eb^=RxW1ee9@x}|%5)!oS>LBgNZ0H7kWeHSx%}*CNL1N{rF)P1
zqc(R92km(>2fM!c=sGDw5b@Zr07b2tecky63VJzz4U`Q0ZI&GO+b!Al`nMC`E_{m|
z@qhH=UL)@H)b$se+H;=H;PGsgP_>uZ5lyqJy=JMSH-t3>?s+G_{zz0N3P*pB1UHOb
zd}pxb@b7Y_RKV<yi&qaVpHFeUclPoU$&6buaHpL1I8ggw=40eoMcLt;zcn-SqxYJ7
z+3JTfm4`YH6#xtL8bOJg_dLt>947x2^i5q0x!C%8(J1xd*5|FSTemY(N@CX@yG@U{
z$UAj)K8JWb(u;t<Jm5ae{fyq(Mhqila?&0>K53aARJZQpXC@Oa#El*ktX0b9Wlp|*
zHxzkv!-BtSNb>fc{Q8&X$FDz`-?9iP^K&}65Z=>Xw25dG|7tS#oSJw4?tI8W&Wp>{
z-~PRGKUp#I%s8c@KkEIHCy}QY7~t-DeT65!d)+f*VT0?fS*jNOkx$9Fg2vBDi|@9g
zzXkrrzSzHTtZ7$Z-}IfrY6r;2w?(&ief*32(W6*ZdeF?E_P*tFWsOYD(;!tV$h_#+
zTM(55;-U0#9O0nDA`DP!;X1Q<A@sSnY0lXXnU+|d@1ID;f@8RINC96)*#JE+Cfq+a
zCR$;!q`em$c^XdMGVJ#+x|jYL<~wI6#tV@VRQg1%C(sRkOLTb-Nd>gzD03`Po>Ug~
zSgOw5%nOeMsg+a0r-v4z&)bC`x^vz+D*8X}Xd&(Xdu_*eb1?QMcl2w!=GWXI$J7I#
zzg@6-<Gf_{_ON`b*cG&8&Si|ibqZYK8E|r5jfMYu(LEz6i#zUi0ENd<=mvO><?P>W
zyUKa<woiJ8&NZaQyb<X}u0FVE$lbG7uf%gazX-5?^-*EP>xN(~r?IHqq2!;-^7PW5
z3wc|wuN&UZ7@Aqq@~=OA_VqT6J~j~JI`CpmD*EWv#rjTVg+d8OTa^v+J8pAZc6>N<
zJ~+a9`^-rHSf5*eV_Xf17uWrt5A}l05!@V?2{;}5>yO5NAFuQex|tq7eC?6n9*nVw
zg`R5hdH4BWOE%{Fno>INO-A*qVt_V{nD|SVd;x}rn1s~f{OZAF56$MUD|e&ro4ok&
z$zSC+?ZN}2=Klen+5qnvKR9(^*wQq+dD4TcGW+*>U}uPhLNaZT?nare8j3J}5Ox-G
z;}8P(v2EIZ(^pIR*6`VgnlpyFr+s%pYHA(!UsT%L_FMG5uevZ|@bYlfo__bMDOHCi
z+X_rBdvsiv9lBxgxBfT$#qyzw7=7#dr6c0$l<Go_7rh3ug_Q390m9Ck!Zf0aJ^f)h
zrw{M?=ni?K?EcF%WdtSG?fvUdLdrf+wf}Jvp!Nvterl39c3SG>_4}u{rsv+@uYTa>
zBYmabjoxN_d_kl8@s5^meSoA4&HuyizGk4Hvtd_#a>dd`Vr_QyBinZ`HPe>>9j%Dp
zO-qAXUc9hVPXL7(!~fmRv`9)$Fq_%=F+=pO$!zHvUN+HU;1ApUIN~Z3H3DTMz|u>7
z8_r{Y_wD>We_{Fgf`6XI3H6lrzLE2~*}hh2zfh6M<eTi!ekra&reLfPSFiD{c<ZT5
zH6d=5;H`K3^hHSu5#2wp|LTWI0i#~2^2LWWc|E#YQ3!Y$0*sv>PoCd*dYgW=C3)A=
zD_5R2UU7_w>Yj>DjCr_}Z1#2cmjA>(p5$Hm>@aym#`aK<h1N0UBWO3khvxF*TFiQ8
zedqrGjn1>-9w1HkYFw9ma<I&0wkMIf!MigLN7;fA*nWg&mW_{zYuuSlhno-273;9l
zD>En68b+QCv>=KiWDD2%@T#MI7;VW@*CvL}wts(e@rX^yBPS8_i7RmVMzO++6b4AP
zb<>@Wbfwz!a4lcR{l;s{zv37yvn-F2)YI``r_nerhz%T19+NRol7=JmsxUi1ICH>0
zm!|;OAkKb!*!^A=z#8r{Z~F4#ZS~D2A8NE<niud~L$~t}ekj*cP49cq{g{e3>}gL$
z?I!Eg(XZJ$4b{UcYIBy&OMiymhPAZ|724LU#fo4tA7Z&y*6I{VgG?xEjhs>xpJcSU
zWV-!8MYKj?m=7PiBj2YK%UA9Gq_Fb`f9_}&&lF$<S6c#wq_1!aLxN*pxp5klKadWr
zlt}T^eBV852HfUV?0M1P>qNzMO!r?N!Y5Kf7oL`0(JXK_yj(FCPabsfk7_y+Ek3Ti
zsw=Z5Zt7H0)}fCPi2vB%KXmV}oDv-6vU;e(yM4&wG9kBItLW~NPdjG=QI1Fy`r-@C
zob>0tM8JnyJ-D}#85Yun5G;*)>N^ufI@kLzmldHoIZ*K0jKXJD^`HLW)@LJ2+fD%E
z=AN$hjFNMfkG^!A$qvy}Dm)IErEMD)x1LH~P@8FXHNdVm&nZPJR<14$gZ69#)j?9F
zTr`-=N5OGq8m%eHi$xuZqm|<o=9_tKX<QgdMw3mGArwr(87c>KzNOL86br=4boaLH
z?DwP}ZGOu=<^5|zr|BOruGtTd(xyL-#|$7yasR<SBY*D62SPEGWeuKeHb8e|(dcGR
z9=;lS(Z7vpkk8pvk<`C)?R4vvUTZHuo-LtpDW>c?v~PU!e}F&8yLJ&MvKQJrhjRuE
zFZJ~Oq^6x-jkSvuX&9AoUU>a>S<3i8AvYINh(Nb)E!mi0#mvqTOhtYRxV}Y_?fwmd
zZHlMKS)YZB-90OR6#5-Lar}eZzq8)-IbW37=32Wf9U5oq->C0m`xYZ(Cn$I-Hzr<Y
z+-vGl;o4jwC8Vd?dmxECtC21dHNe|F9OCWyytENX0y_HB*bXg17qNdJK2KD=7%d1(
zLm0r(K_Luj@jxe^n3puXjb%)*?11X<IwFOCn^)h=6X+wcFA(F5peOMByB0K;LSq5R
zX=^xX^5<9?Eg{yvI0PC7%6ablFw0i{nRq{<Vp>FWjNS4Yx|G<93xZr)ais(oLiN_6
zb;f9&S@M}=i1(_JiQchblJ6s{p?y%~zWAlkNex+j*p8y3v=?-$5XGjwQ<lPPOV}g3
ztRel|4wLY;aUMApyn(RoX?B#W%oXc;J+p!k#hIaOz$AW>r)2`TQ$AqcEJj5V{A|S~
z;c#EL6~<;FV8szAgxd1gDPUhkDU8wS>*i0iw;oDQ7H3m}@G_m`^t`v!xcnI=)LUe|
zj@d!<ORFz30B4QY`AUbP_y5$TZjg#m$^{kPg@#0@#gLv)<808Qf1i90{Tf)D99#Mp
zx%F8kvDm%962J+K>S91SB71XD7WuVHX<=JYS22XM&pM|C24tu8v{3hhhN8tl33C%P
z{$vpXlaBTDZb9LT9iR-Nh;o6kSMpyf?|T2@-MzsHQK+{)G)dIL-fQ>rTVR8<hwqa1
z*vVqpacg5LQNCGyE#@Jute%9D2?0?X2K2s@MyZtwnJAexJX3!P?1VB+`^Zqt&VG;M
z@D)MHG=wcMfD1QX8icM(+mgIoFFZtxQg$J+Wd$IPptCEXQjG2ff`wYo@h6-rz1ZoP
zDnt>Bjt*LGEp+X|*al#osyPDWi7*z3Crl-|^{m_S*n5_Q_KGonsY;j$BDKcRz=vO{
znvVheOdA%!BH_(0URmS#mNGL4k&?h<`Q04JOK(g5)ZConnKwG&<y}(~28W?|Tt`aa
z87ET+f4NjTGS=)dN2%BW?M(rZ3yRR&b`oUy@0|cf%o<*qj*@{+;B5noR5vtlqqg~i
z!;2!<jcnaJx%Y&jTS%%R2dYa|RDm46eBD6U?nUOb{@{Gi5oPwMD!BB2s;HTCkdHBS
z0q|$ximaCX4H6-q&aumsDmNs5ko<#kJ$|L(qOxTinp?-eZrx(#X~!-b7D-AOaDYw*
zL%G*=)O;=Ge}G+LyPU1I+^r&=_>!Y)#kb7Lf8&Zn#Iu4n0c!EGcoyOE<4HRpOP6}Q
zsGy5B7B#SKdT2EgOlfO{P~-V1c4duZh{$w*xFyB{1fK9B&nvd1sib2>acQ@85=BmW
z+!L~X70D0=+TJq3Cxal>=0OCe^FXIArq##<$8N^32y`c9*^41$r!KrdY@bgw*l|7R
zb@cfLg?~!0BX31Zywi_}-5VQJT6P%A_1VGvBEL3xV<dE2Bja(G{Wy0LfJ8X|@hfX<
zD72vU=RFMWf(sqCeo5#us@ZShTA4q8J;P?lhbk{l_zv~ib9JP96l_aBrE89mq~RPs
z05Z_v8)l9eu=otZ=z**JX5vkeTxRK}M(PEj`K;8<G;|OXxQjl`uk?O`hVAnkRSL+*
z(!Ek;#8VMoY~aZv&ES=*J_~OGMan0MHIO!Fq#Gi8woSaOm9d_RwOz20+zI%*pQ-O`
z-)4l?tBJ#7y8^>WcUrQuc#TF0m!@*tYg6W`PXs<qEIt~!1P0SZL+sY^6G*@XJ$PXt
zAK?X};$2<OzeQ@gjb*u_!4YpAwN7~Yl>xrlnCcC8bvFMomx1O7=-B2O>Rlc?5r$Se
zAjxxGoa7qc85|hxvPJwJGZi^V7@i)~b%B#G4Ehu|zGzfkEdKsx&c;ZI5_eQ?jRn9=
zNB005$5Kn48_h~xD;o1|L3>YMT}-d)2zDuq$<t}?#gj)(2MAurR%mTVr0{nOdmND9
z2<&Wg6*&}8-mJE&Q~3^Xg!4%bYb38>M}{!7$l`Ahz2o7vI29eV0+uTQ!w;zM0y~i-
z&>J=0Zq_w%sZs>O#v}||4PmKN4?GTRw$Tu2w%O@S84{UYD-QQ$$`9;TlAwZ)$9#n1
zE-_@)0iB=Kb)btYV~COG!@S5Jy-IdE!~>~Dwb>tk*fWo$WrFvDH2z5EYUWZw>Lw9n
z(kRn~mO6U4EB*VDnw|i8Jb_z}b+`5cAXSsxQ6lRI7zOuV6Kx5AanFzJsIP~$%)1<y
zZW`A>Scm;|i*KB$pacA}wI`x{6@g6{X^E*=?DUrJu+YB7Nf>Y)MW(jr-H?c=QLMJ>
zgkJh#tHwm6170EF8J+HVe5S^sZM>FfKtT%7E(dh=Rs3jCN8#q)7B4XgD#ck+#7-Cy
zmvc2iO*hDVF88rGoL^T5&o5$Z0tyjO&IW8thJl$b56GDSD1vBg)`ZNy9a)`A3Z*dt
zMEq1a`B+jnA>O*oJQSMNTGnq6spyX~A;uxNNXw|V<JYJ9(F*?qd^oGoNp@=LduWw?
zxCiK!nLWX|YkV_JN>_~|a6oy}0h4XwX@zTQ9He<6@w;thej&Qmn!pXhv9~K4mYxn8
z{JHZ#fRS=wuiUiGw^p-W$x5)2=Q`9FMUgZ?#}eaSb!&tK0If5po=GbesjQD5R<gQP
zv><V(bo8#}jRIrf3Jk3VSCr~Vd)If#S$3EaWf5JOv*tt~&@@myHig694@R|`<)vSX
zbRcj*3~KR-tSFyr*DSMu768__j+$TL7rgzY_>&aPcvMzEMF4~lwO`z!V#s782tvg6
zD@IA3jtO}8iJt3JdkuAY(eX$qa+=NHckQn8waLS0rBpu>J({g@H246;uE?1fit``O
zKb6_0bi)W&3ZULMi>w^5p8(<HRZ2X5hUS9PnT+bnes(4GM1YFK)gP&Qq7_^T02t9f
zxGp55TMD!5Bfr!#1nDd8*H4|ioq#%O8xMuQ(a8u2^98Lgcpl6u6wVI5pVhHw4wfbs
z6>wBv7pbW<jsrNCvjeMhvYwdC;C=f((9^{N$a5+RB_Raj9)!R7oyoBXECs=018u2g
zTdL&_x8wE>9oMDxO+5&sK_0BQME3YX%Cql$;LADUk^r7oPfD8~MV5b2Ow2@rK|ojW
zOI=ns3Gr$RHo#y805stR+h=+3$@6ZPO3S1}7rfc}*y6ZZ?$kC4{|FTr?m_i2>v!=0
zE@vjudylQ~q%;L||I7{!KR1ToAb`dpzU>PmD+;>MdwcNuIJRgAWvW!{bW!Sqa)7EV
zwPc`l=y}k=Uw>9}b)%Y*Y2RjR*dG?V8RoDFz{M|+qvpAZXq^3A&1qYxv*!^S!f%$U
zCNt0loY1<&+sWndFTbTs7CK(RV^sFKo}Au^+R``?C)OH2Bbk_tSDqJ9Z1)>te)f=3
z&vlv89O*ko>*tCs+MwBCwnS+lB0>%j_<IC%Md7ueQEI9Rv}PF{6{FMf<4fxV+xNqV
z8NjNnr*YrZs>7KFUQ|_{CloHnUY`J5!EgXB>qpjBj(5>UCaKIhfhs`Lo;?{g{ANB=
zH%PD%aH$xfZ>`t^k#B{soBtt+U}WOi;$#Jlm=%ll+i6O)$=F&l%_Rp*KG(ib&~vHw
zvf-VSz(;Cq4tRo0c9=7@{?auSec~g-is?jlW!2v1_1+*-?Y@PO+!%Zz$vqpZK$YF&
zp<B%aID!-?+qL2zaT)+g$J@9U4QY%cL3Uc4OvBLTarriIUYcKawzQk~Fu*ju#qQd0
zD%ZCRbl@4bVi*)}=m@taNVwMAKub*fuFrWEp4BDygMaj`=C4j|Y`_sS0=j~fv?FRx
zwo7MLBh0tf$1<^rDpP#2r{o1%WQpMCYFSA<Jq3}%!)BW*Z4v!iAgRcvmHPzeth&q#
zC2t?R`cuVM1h)S?5&H3BK3MA#gh8e)YL@jKUH*RJPNIc#n|RKpC%CN9*GQ|DOF`9u
z#Au@2>YdX5oI$6zsp}I(O)uaAG|C)NW}~KErXczn@Im!fn8~$ERRD;5QKtm9&B>PJ
z?ZFWBZCNVA%xQC|=)_iPfJ3fFcZ1Gsj5NNg`REW*h;S?}cht<eNi;~BB*tC8(Y3i9
z^tL41G#;v%6;<0-h=gzzK1x$cIOsJ5ezfJ1frC1bQy(#u_^I{aoq_6%@AN%)&M*x&
z$aL{<;Z##PWd0}lVoNoX`P7>1S7ryE<7>C9(=EhFuBa3SoS)HJr}p^SP96#K8?ax@
zcF5M~$=Mc>R~{u3o!k6fG3EZNv$~)xEJoH+ybL6(<7+9N%dl<31@T!nR`C$e4TBQ(
zBGK9z;AjWzL>xUmss}eU)gI0;3c#*rzzgUn*TGbkVNYOyr=;$Kmr20;c{?Gg=lLwp
zWfO4E(u<1z9-d@k`eyW-e@%muXOJ>_(=?XNeTs%~s1!1-)eX%7h{In?!^+_XcT%FH
z+RKzz*OvtS;>*f`DGgh87g(R2t<b#UI$W~HXqON-gAXh<k>_nYdiwTvS$QCCM)6xt
zSRY^7H?+TDwP5CKo02ElvtX%PYPZ6?msh8=KwP@`R1ozk(^k*qacR<l#xDzBe!kPR
zQsk)Ki2R-dQOs}pV-Mki-~aIc6)F235ge6k3Ov73DHZTPKtEzb|Ja`&V(-B;s@{0i
z8*gnN95MDxs93UEj)`7>!3X2T0vfJj3<(t%{eO&GAzUs<e&TikK)3ov(3LDg(bbhI
z-14DJsKR-NFKf{3mWPL1i`m{ehUElrnsU8$76N;pus@~I6`q!ugPJ(?isaF-4&_Eh
z@AXJmt?Q|K?(^=|G|-GF3xEsoxdOCdBohzoR-8OHp!|T&(j-~LO|M2g+5Rfu6_Xm3
zT|i;0@F8M{2p^L6nM%AlaOAB~^B(Z|6Q0Q&7<!ad3)Yb@&-)(9oL2bgaEApch7dHM
zWF7=K2_gU-kt_J(yk7&d)vkUzx^s(#&M=3zGi1DBVCaEN2J>L8>~Ei4|6X4G5`7{e
z>e_N+@t+gSe~qLF-p^e2xx-k0F=B&pqa6+pg$&C}fm^TqiVO2SyKV4odf(r_r`~G!
zA(pOn`yBmeqy9Ijn&-N4CiKv^l=IcM5>LLmU3fUn)2b=X0{Ayt7KN4N#U4BI==Enk
zV?&jGoi9ysYx4cAo2P1;(jn^)xbGi5xg4x(|1%rS%g)^m$qsRH_`r$N`lKHTBkkLX
zi5dKx_~Se@XN*A9*`7?}f~3X!V<$1^!hld4-_YwSWwwRBX+hKidYyiUbTC7S#w;Ei
zhkyv2w%p4NM9aEb+L|g%q<4z1h!RGa>y3G{99xs{ou`KFUJj_e-T%YcRl+%V>mV7p
z=282Bl(?OJ1}B&hN4r^;Vm)o)T-4<Nn(N%7yOD+tU`BRTp<%$XN+Vi#wXfFWGDXbF
zaP8w;Gt)KIL^mm!KO{^WMlx#D6S^6-q>~VYXrUenEDG}!nV#>xa@>{dARApP$_=XR
zMJ`FVDX$-N>SBj>oojpRLfBLgkl`TjVZ<d<^|SWlxB)7CypCL+RvrJ8A`IcMu~AYM
z<DQ<ma%#{f3_fVfCsHxxp12|jBUXOx)?uS0&kLk*GV`G^281PedCVzY58La}^?Z-i
zO(ucKNHj`Fm-Sy|?n(v6gT2v?>}a7i@GdMYwj>|!xFz6Poh$#dmAKEGaQKV*FI}mu
z7LK4E$Dv&pVo5vJ*UC<`d-6i|_wswbQGerKSQv##+yoWf8OB(F0c#&7K3&w%?Qj6N
z481vj;OnD%NXO-&$+!1ToU90?OIw+0=lM<h0T0}}{fVgX`i<B0yxNx;`^UtxH0ccQ
zK@|w0r4A(990$PSBUf^5)RYefiST7ofb47;D|{^I?(Xx{O7H2J-jU)h^M$W>8+DC-
zWVL?TyX#?Pb}NLzDeI#7vP83k9!1bai1)V2&3q7<qa%)PaRiNjh=SC>uPpu?Y|m8@
z$``40$~b1kCcwTi4Q^6+ET>^E<etA*Dk=H|4pOS6=4#Z2*3fG#DjUd>c2nHzk#fLJ
zsabJdTHMZBu5@|q;0=J7ZF(Jqe2J^Mq=jG@+t(iPP;f3&X<wWguwjaKBu9(#slW1$
zdbCCyGeX9NR90-x*n!B|L}FqmC9ZOsVERQ5Wr8NRrKAFyL+=c+@J-7RBCNbS?8Meg
z8{m0ffd8ajHu14-`;~^_%*zQpqjzgTW2i(?dOK{_SsR-uM^KDy52|RcmG^MsEMB?B
ziOeK~Oce5l_q9<x3SEl?pDw(U_cR4G40Bq=0{)$E`w_qNFr0qktP`2@){1<bC2;br
z*c@c9i(a+;;)sbsAG2%s3$OGxJkygZH4l2NROG0M!I8O!&(<f~_L&}RwE_+H13FOS
z)R!+tn^W>caL?XJD>M*IB9Pp0d7%!=>p_qccE$QdC(kx0`Nh+nqTW%LUg5GA<bMGU
zWJ0GLXkYZP0c}^5&7?|{A0DixQLWNgzu#zT=J|Gnrigud+!{8YsNVieSE@xF=i47Y
z2Ca911p}78(^OU?21p9#5?~U$^3$ebx>vrH0bc)KCwV<J#iNZevf!^GDrd2)sfFXx
zn7zIo0k3^V<g>Lab9JjTZj#B55l8&)CL3WE_08^o2;oA*qW*aprsw-Sz5nUY!j~m&
zE=opL)NPRrfjQ{CxH2H=c-C{M@4J;#dX4XkSR1c!1GkP=YQAx^wDcJ^cE2k)cTZ3p
zo2v%PWvXDU1hc+cjHu|Kmuehlr3_P>u_*(!0<b|eqIx2DslR9fUF&s_FJwDUOn`zg
zzYr04z~^btsHA)cT%1aGTy{2(*>&k}35!8I6Dobo01+`4BL()f2MezmgEMy}u1Ses
z^}uX{$#J0{kZFZ+ifVq@I<u}pUfZJ6w|y|Zb_Zr_r7(~2Y*yHH_XPyOzC4YM(mvRJ
z`sRy1WBXR&&c|F34=dXo^h>8KMz=Wxfg-EuAsk}fh^`c{;#RIB8M`h5MR0n&Mk@;s
zbz~rH9Vsw)-9O#6OEHa!7AIfPb3_egaR}r)9Z|6*t>6>7M|ZCoE`dWwisoy0x#$}A
z$<uX7YD`S*u?d$;pFU;&eHqTnwucJDy)GtR{`)!hc%fAvqk#8Qv~vjN>bH~U+3T#z
zbcoan(Z{D|UKiar*}!3PQUlr%<hwXXq3$HX_HBcb6qQ_1;!|r{$6xaz&Dp3h2Z!~B
z-}vR~IU5kD$1T4F*HG2ss~}}Uc7i%pgsf$)6)M<^kkdwm#u(2H(AMGfTb*5<2bR#)
zzaY~i<+nb^co*q5+i_V`f>#zsB}RucyqsD~FjEpGxLfK}Si?+SfbE>czR>2~-dJG{
z<hQXBheg_2=St8+R5te5A6$76PMwuWh1Qus^FwD+Tc3UV2|)%849SALH@;(^?G>I?
zGK@dYrmD1~K2=GhU00a4aYG(jI#r+1dJj;_$uE%Ota|Wbt0(B2oa6K3sk#&?nQ7);
z+<>x<b5z~7@yrENQK<)zs}ttiF8Y{|GlUdqUYZ(oDA?`hIV-2Ob%kWotia~li}xOv
zr#c<;du#{71Na;0aYYho?+1u2kvP}g*qH@oJh=W(x$%9a`R42LuS`Uv6-hx>t%GM6
zB&IZ{5k%qg%iiFD_oAj-fU#vl_hpN-{FvW^d5t|*a?uY0mh$oy9n4drAH4f@{zbi0
z8X$PGq@5if%FYf4rVl9Bu#f5O7PanbpdfsZwpz1--KEZiI?Gn3nFIo5Kq12B2zWR^
zCQA&LO{R)1vjNMwMY<dzhwYH6FsbcR^>Yv72w{^)j#K66+dEUrSf06vFll<HX7s0f
z-eeUjnY4SIN;|+|<98&W0KYlNz))9wq=dx!_x8%%eYeTk)HRZq1xBtpFaTW5xqAAY
z*eoV*YcqD*i&PgM39x6fjBfD$E4p{-<V&rA+&e{n#o4FhmhfuSxNnhUeKOz{(rM9o
ze{K?UvK=AaqgI3!t=*mXKe3|FjY+N?`{7#Sj*}Qgoh#WABmE~ewhkY@`dW>8sbUg^
z!t~c6f7XF}A}c>K^=?KJSfU!DGp)^%mo9WbZb0POiBRC^pxx%4r$er;CU8~oB*56|
zVL2*g(2>v5X%*M6d6}Fv>5lcHUKyt%ZZmA9fo*{&Z{y&FD}P?@6Nx#hxcD$q7Zeep
zZ#$0%=(`p%YYh_>i>Y&<v^BU05Fqm&G&MT;Q?9wSw|_aWGFO{v20l9!LMpZt-IUuo
z{6@Sq8ix8qhK2#UtfkH`MF=K)=8VvORGvNq6lLmYAji3Kh0${a>y8)`KQIt`!SK&&
z&QDw5bfJF!+tBY7e!2_^qdCQMaUzZHi~h4$4}MQ6Zmg*=H}>87ckGs^cp1qzc{tM8
z-W&AJ4N&pOSUO>IVA~EUFMnHM9iDq{zbBs|t#+95>KPWAJ?gD)d?T!bYEvii8v=2y
z{X92p4I*yZbv>s)A#AK)>Bu2-ad9~z6TX8$YMLlF4v(mY$O5}e+@X~%sanfQr;;i@
z+J6fF#Hg5=f-9SNQPVP@m7?Fq;$&HaB|I_U8JZPWcbTtGmBAnXOIzT**@YWeV*1n`
z3TEsXA*CE{aWDC;$o>u-g;L@YwSI~0Zj<B;_h2fuY6Y(5rG|hnym^M*FQ+Ct_`#-E
zIIOA-E@)R#Hbn|GVPep9JORaa9w&OcJ#)zk-SvZ<{^C;&nJgmFFQJAKiJs8A$++Bf
zc`?NHwp5tzJ$U(f=w!9#M8rzaVrnz-;OnXCoO3bxFU5vDZiFZ;PLyMe&wp0l&juuh
z$BB?7{ICtF=AS?Qd-`c7J89?jqn{r%Ax}_N9AO;YST6g{4Z9w;oM4}=6pTza2fyjc
zg4uoSW>Cl~Dg(!NLq^)kJ^g(FtIet!g1pzfs(*JIY!wm^U&P{P?`emM79cIfDN`~b
zWb*sJf+`^S$q$ZglbjfV)jlC&sqm3uqA2m+e7PC>B(}nnAnSWX2kM%@OAkvBO^;O_
z$(K}3qHY4?u(r_BBe?ml90PAoyOxlQAlq0W9`xy3x1=#`d!8Ske=1VKx*L@7rP*&s
zNdd}wPN|7HpAooJH3eGKo)^zBZ4-sY#j~?~l%y`|hT@p38ocejwyNGRYr3FDE8*kU
zS74<OBG=Kxz%(M=dO&2z7Uq)gV?GULS#OqK#)#NM;n~<q4RMK-F^aU9a9`bSLXd5o
z)^YilqM%~wAs$sNoA$2sPz2M@3ehSAIu)Q3R;$-CV(oCEp@ka?_sE1$O<U)~>_p;b
zPSYI-nX4BI)2D%%RRL|K>2*l+o6<Yj^}o+fMpus&AEHoagzVXBNHvpxDH7h%u^@^A
zt3afYB<V>X6EMU4;EctxWHjt$kd2bj_AK*znbY=6rcGi7B{uGw=!j2@+mWtlcT`!&
z#ntiYxbR2D+QVISwC4Q)nr|^fQ6ds<7K)NYD`RQxj^Z-jswVV6VC${@Bb8lGTF2S@
z0sd0;*obu}r{Oe_tr<KPR#LjfcM?@MlC52uT*`zK1{4AbpoI193U8Iw^`@|*MB18V
zHYp=*R+zIfS=bEJjVK=ji!El1_jg}2KCs}56V#i$XQ%ObvQCrlh`Mj32`uTP5JPBq
z(SWL}bp(V`TmVT2y(MRnPIo5i4h$c+?mmCfGMq&;Ah0NZXFT#|mQ#QCj+~0ji2a>A
zq`nW{MlZ0ErRX1cFkqthme#f=r;#C=+EJ!w>@UCbk;G^(cRmRfzw-0UTOf6AG!DXc
z=T7@B(PKIk#M;EZJIWwsK|kG##2$K)9Yxg(hzjjG9n1^xOz8P}3hXgi4WdCtW2MM=
ztp6HZHS$Jwv{)Eor7==MP5;^Yg9rFF86N@4%GR-&3{j1Hjbp|e)Wmsu8lSE6cPoOJ
zi)ZaTjrGaj6YFp$F~W~Ilc|O<a4#N(LKT0>Dr!K^phmGYqWCCW>-MGPQj_SBJg)0x
zwO!%-a~;g@Q!iARdb(ak)ewr*uIJtq>t-+F$K79YI2gGReFM&hI*Ae~HkD;K7q8?A
z%^@~nW!by8HM>oHPu2ez=EM7fY!@&6J@Qao)FmN_*^&bOWXvd68V1(7+`c#=s_|}0
z?Mh7SIq$RH;OBs7NtaD(RrK>=^&8JV*~xC<C=fW736<shG45r|Gsz6^sW8s<wqmxY
zS6p1$<;{H_Q1G30r~=ErsfCGAi1d3e`1bmjoejZO;mLx{F8g0$)oU)imf|rQ7couB
zM)~Dko|eCTr9v|G<)33$0=2Cevp0Ko-)}}c>C0Ae+?F0cdE(-1hDlRJp-9EnK@?g$
zLJE8%h{d9r%-6f5qq+685Hzi5lZ&RshFC|PbS(RRXV|PE5|2F%73I_c4fm|CmyAan
zB`@#3*QRbYeLADP(w9vXX)!+RZB1JIkkdE&Z`Sx9_{GoJI^)fNvg0{FM7QpZhaW%e
zB45*WaDn0MTZ*}7WQtwU6*)On_KlL_mPfeYlGCoP``*>=zVPJLZ+*-9ONXZS4Bojk
zlWhCKUvu@m4Wxd!InStW;553s!A)^EW1s5*O6)c=`|FwZFZIK<?vprs!CVcGmiB1E
z@ps|Y&bN!JcUvAbW5m+yVk6w{ot;*9&Pler|Jby>;ojMtniAJ~R{9k0l7ZY1U9i8?
zPuEq?DJNm7q#4(8^G5acpT2)9pFOm!OzA#YHJg0+=8eG}-@|gN&m>>G{oz@5T6$vm
zt#R*Z9DJJ9ot-1B8*a9m6|HuQTbPJM{J7+>nT=iZMX9`J?_H+fU*VbGx;{O%wS2(<
z*s^nW(&NG4`vYg>j_d^_&SU$gZ!Ejvf4OA<OQ*kD5;pVrOYM<j+e0T`-qHCMzbkL(
zNwmUDbkvc(yK;w3cO6yxb4aaG|B0ncLbKC;-&xdE{)Da2L#x+wJoqC0dBEN;)rThU
zhF=UjFTHj2=`q0RyUj*ne^Rmo%dCcq8c%&mwCZ2TRDSst^5)}~T8s_)My@Cq=X2cL
z{h*FNEN#5{nn}2Fgz&X!i}XK0&4;jO4~;*Bo(B$}KkfSn6?<S$tx_Sz;!n+4&V|=5
zHlyv%1c760Wu+Ri6LffAuR+G4nRmZQDZJBHW4Kh4-J4fq_B@D<fxOfd%lPd}@Y|*S
zaj~xO`?3TTt%tti7Jl4BgJFg%v?5bvY4`u?UzqMC4d0D;PM<wkxO2w$?f$bm=Gwid
z6zlBAxR&K=d)*N#*@aIXZQTiUs44~_1%(Ue*8U{_IP#zV)|2Z8Lg|UuuHWyGY)-bz
zylH-KYB2i0r%AG@jmN@FWu9yuxS+qwPRq6Z(zVPKnWqn`a^&R<fva&Vg@bPI#hNXr
z+BchM9fxpN{HnjNu83wKp(TdHG^4@5=l)!|qmMCSat~b^tzW#j5-%;BzA)7(sg+WF
zwxeh1Y8$${_>Yyd=iP2fv9d6{=CPx<9<hoq>!!=L=L$?8V$eZ|G?*I#TV=ZMok&!0
z%;6ZiqQYB*`Jtv&Ns}RpX=ws!X&@8<1por}Hw6y;FiJP}m+z0=-qRl@pad30<4|vf
zYgH&9Qs-?hRADyiae;ZlW4X_ILPuA4(FSqm)7M`|jow^sRp}7Zx^1EnVHfeLxO+UL
zA$GA-A1_F+w*A#Ee<SEdhrIXjM6RZj#ijSR!fzyA-7`NEJ`~lUEU}lqx+E4pTirij
zl2N*=KAPOqh>Z+(I~o2kvTVs&KP<bfm-r*%nNoW#r#SWL@ZbM3e|hhxK6r8WSYAcj
zmG%SwCOzL@u)9C?bx-u(phSc4z&yiSOR!pn-Ef^pO5$A~+gqAtr+4HM-z*nfDX1%7
zSnqM-z(GrrF^SJbLCKM8II8k9Xv`|(-*)fMn4P&pPY!k`+kDd>GPS(5bXeInc0)0n
zX`g;fx%TmKS{<asd-raVyDHa>eB?|bP9+;RP<}9uFL2x|lhXHZp~O08lAN2WH~QkT
z!nF=(9lzj3<<pl5Wct45x{{Dd-x4ts*uVGs?YPevbaw>VCwX>nZQgX^g>vVsi_!Tf
z+Mb>+ZM)X`5p&YGGqkJ0=C_@;_onBG8yiZQVU1VfBXD(tGT5(|O18cSeXCiHkG%8c
zqX>t6^<JS{_4`?Tv_$*O3$WG9{l7YRCPRq=a>zxycS2qZfv)@f17Jw-Jo4K0Bh@uQ
zvMsYmjU5(x{`}p45h@z=g>P6IOv6*^X@7qO8sV<*6&4AD;s#LULdwmT60|D#o+;cX
z{hp9y*@aW@&0bErwB)#7)C%Z5>UgNy^P01(c}bOD3ANU?qPV)+3o(EcRf_~zU+X^q
z_lE_2PhT0IN_@B_8~cTET6la{NBz9e1lBP0WMM(H9?ecfN@`~*s-LfYGh3Xon(UA|
z{Dk4Kdk!7AM9dDWcex2KT@*})!T&}NU{B2aKf2ESpXvYq|HB+M(ab4PZQ9so<WO?x
zU_<SIW=3er`K&~!bYM(|G_#F`8f}=6bEE^Jm?cR<DuhmSj-+~h_WtSn)Av8vWzWm=
z`FPxK_uK7ydqx|TA6b5b(YEmq9xQ%7X87>!v48C6<B80>1LtFQsZORez1rOK>)?d`
z<U!RwyJpbLZ9V=zL&lfqEgl<6vM8zhyBg@W0db`FU!<+GQ+pq9!n{UiPPzjBZM)vp
z;AUH**)><Ox7}j%+JP@C+A|5!Vlp>J&@_CVCZ;M@BG~u@p29VRMU0|RhvHtr`XAMI
zDrW5Njjt`f@0IjKM!YGNgCFl#zxz5YP^rHJczCDe>)a5$8%fi}oT)jJkgU!a9hLG6
zOwP!_`LWZjPYI|GTQaVS%R0$V--gHAozXK@ZR&JCsNY~awDJ1o=LfGH1hIMpYwnbM
zs{ByAyWCmBzsz@s-~RWsD9Dtz&pqdsP3bQ-xM#F9+AW&aRHX|S$uXy;#{!d}BSsIs
zw#B@lxhnt<3loKw%s=NzCEH*!&b44aH>Gd!C$?5)eF2pt!U<H>FJ`u0aZ>Ps44u0L
z%q+An_gj@zfR^tYTqekFy<zm$Dr=g&qY$$1(jd-If$R`dLl@Vfk<xvktL!(&?=E*-
z8W)Bt^_`?LM?vX0>(D`baTs2wa<H6KSra@$e2z&oelP?_2Dup>a)PQ3ADJa2>O;fl
zshO>F&dMkRn{mFyH;w-JUUyW1b#RXt7fRMOM-lXQQl->gHuT<#TPDB-r9BA%WlU)9
z6v|3wE(^%>?v@3NS|~*m+mTC;ou5_IsN-{ps_0-GQ4f2x2$%%S>g>zG13oKGLm!8<
zTPVFBdo}G!6`s$|I*WU@s`dH%w;Bj-1psjGUw<>{=WeB9Ca`&>85--X@*VK~my0+G
zz~Im!8(N1JCQp31twn>A9`O+K3I2;JqMH`6!=c!jOBUyg9++AxfBRvPWO%n|*YuFk
z<M2Cpal+iGOZ_-qSnhI8_@{UKXUMNp6b9yq=88T}u$A<6Lr(9UZ7;>`?-1rlNL)M>
z%o+yFb>Wg7a_P4GdvCwyl0mW$K#}4q4H}TE9~ODkS3kVDy;R5{HtZVs3S@7QstL=9
z!L!qwKcqJ<Ja|~VQzPD(%vCBrXEKn2yr;`~Y4GazcD3LNFo&H&vG@NEFagZR_r03k
zis9Clr#~A28BJBsZ>iO?rggD}Da2zh#bJX-uUB~;PgRdv$8Rb3=!m+^F~mrp)_-Ec
z7`7cBZ1VzjbO6c&f%lJS#t$#_9;vz^S=p{-HUBoA89IT)J#?JEv%Hm@lq(vbrukYA
zYmBme+NK&Q#H~RuRmt|2#jsphy)U%@n_+%xUlfO}H_e#Ik#3Wa>e-X1?22@bP?DHV
z(bV78f>W986=PHddLfeb9H4{*0(nxiK?Gnm#}@!V6bcpR`WE`j5a|xI0hbGeVkV4z
zR86Lwf357rNn=06Emng2REO!o#Kbombiq5fRvB-HS}{A!Jd#Rnp(`>WiWv+eDE5@A
zH=2m|A*p#mw5`CD_`h>vSK=3niUlhYW#;YH!kr>fBXlJK4o48}Tu@FO*>W66M8oX$
zMvSd9r@E~dJW3{zQi|gMDSH&|iZ-~&#VNCPhFj;bf=uWGM0#5g4_aVz@Z6}B+V^vP
ze0P_kS|cov>A_ZHpdWYzN}l?3u-1)H9T73d*E$oi#PSj}%er`cT`o+$q#A9898`z=
z8SjSn!`lAb4&r<V)E#oZLEd7RS}`lO@#ZH}E-eu&**a=ZdbG_f<qeOm!4EKc;A}8_
zXK>Y%TouC3J?G?AxfLm=gCX)#N=~hSQ`#-xz>1*DCe!Z@BNav!`rpF}b`bGo$jksC
z8SBd!I^8qMFBVk<d%vQndz=slLKV~eslvkQA*fJI#;u0H%7gq=Ps$0K_|ofU04f1F
z4*0YjB+>%Q%j1U?JZ};GmCCqa)&UC9cxFj1qVt8?JG9dQZ}}#`*Pi^)j_CO3M?b#v
zN3~e^=Y+!vlt$7Bb$>Q&!}TrBzQ$)>ccwY&x_Q2C;d7Uo-2|QACIOO7f)m?X|2>Z^
zz1+EcmgV59IZS6Ps-YNa%_4K84JWj}*riF>(X4My0KsK#WoR?M1~qsn!_Q)~RoJ6N
zUMWy7SaF0YvS!o^SX4qY1P8Q(F@oZ8+L^1_e*U@>b)$IkzeQ2enT|uKjzB=1xyU@m
zf7IKGM9mkw6n1p%e0?$vl$;vy;N@x8$5GpPP%+zx^8pUeDDzcUZ<q(t5M{|DJ=g+q
zseS4mneFhA0|WCQ+A}0Ts24~Rk;$q%{d1_l8$A<)Qq|4~ne%+Hl>5=N?O>#ns!M@6
z=6Lz1LD^gftVIh>qF|RdYMl9e?|RRxM{Ny14WgDHI6tt0Hj)j&yAOE_(N33o=7D=p
zo>!{?HnmZ?f};eu0%=!<uEN>%C)3B&#M<6iCV)|1yzbi*E3ET5T`@6ryg3VK6#@;{
zt*#cW>+2_g+=m7TAVR8TpmJ6ZQr-hYfP*}p%=|DQ6R9T(hgFxzw+5jrT%%XP>~J95
zI*nhjZP(o=mE0FCyK8b7{7+6Kzy!zwmSbv;vEZ5<IRW76vfayE>c|$c?p@;wI;S=j
zh6*O{%`Rydq^+M?97uWHGBR;=Ho~0LUs%8?2_xY;qp3#xXG7%|@4Nb#0?9)rptEnx
zEGf?RU{vZk7%r}R9(a(4@#lD3J|X}CURac_O(TZ7KVUF6c!1!~ptY2ndYg~aRpD@w
zgPaAX*wqrU6d0FqhM;GD48PW(-(a!f!mg#p=Z7Zbf@}l#<9`4yL3vB&d@1ljs&E;m
zFxWCsjVvzkCJ+1?En#$nNrOuQUeMPk>3K;B4J%XY0b?o8YiWD#`a4=~ob1X!_%)^=
z+}OL5$O*3}xk@$V*#_u<AHGWgC-v0@N?@W6kQ2z)yx0zD`YWSD)q>iaVEo`w2!L8*
z-i1B%CNZM(Mb8t|Ra?)4;T@bFfvGV!@BRt?AE$4&Fq~G&9RYkVt0#$cObAX<DnR@^
zsc++uGen^sxy8=B=adG$3IG^Yl#k$4R<FDVZ=&0zF12R5^wmU5xys8VZF38mCJhPG
z3<T^-F}^h_u9ifbA?Vc|FA^JLIws8oPHY=FYKTn)ZW84GS&DFU<+n)G4uogw+@gti
zw{9xqqS5giQm6&8UF-56;UbGA{C-g_9QNtmBHza&O}RX`469b{&CT6A@=x_+W$74=
zXnLhQBj%d=nGR=fB!Qw`XzNSy<kJ}7rsjEd>3hxIT*du%CIpnc*WnwAttK#!UPnlR
zgQ+7MXZn^+eT~a0{oHv4dCWWD<zRbrdf?vmUh;)MGRjlg)XWSGc7VR~N>lE;N~z{#
zHW(-9Cieqn-BTY#NW^->yN@)>jOiVb#e$CS=QX2_Dr^iRjfo2WeRK93FVTXTIT>XI
zPhKqb|MMTf+*k_3a&@`3HDp7jX8!u;4=j+Cp%ooeQ=^=}vr-0IVb~8OJ)ysI>~T<{
zVumrTMdyP^z?A#TlqJMx;{XS{7A<qQ=`RkAc>GMyeTwtph2CH4+0kJ<M_`_?ge(4y
z>`&UnF}gx2v<iQSvd~~>vYod6qN;sN{WO31phIjIv?G^F1(0YJP5@uki5A7FH2DVi
z%88~zYyT&uiiK9n2BmTkRo1SX8(00q9Oh7<TAob<l{T=|GC8q4rLAtmQ0!du_r0|N
zJ#{It0Op;TFZ%LA(;!sHq&V;nN04EWr{j}(;rSPy#?eR6ghLqazEA8D%O_l6lH<~|
zEE_(2(eI&c@{0Yj69HiO!#x>qRzJqzw7C?5l&KOStL^%+>B%)$m-#^h>U4+wm4&f*
zfX45ikUjqa9P!U>tXUv6_f82WMj^%1zqFuu>H<P#or1PLwRKJg0RsS)^cLtorYnf(
zxj-Y@CPrS)>G)};UV8fj2()Qb1lS&0jwY-e{`4ti^Tg?U-S-MlZs2C}02TNYv_bZ_
z<KG#kl_wXax)%Pc=KI1=blMY03_=^zbk0~XqGP0M8n1cqyR>dc{Q6SLg}988`Qezh
zwmTQ>cyR6j)n_}Ha0oqk$Qn1=mT}+Ln90?Jrpb>laI;p-1u5s)aMJCAo&1UBqcazH
zuV-#jWl$flV!(B7gFH8of*w`rY<3}433i8B7nDWG8H_p$XeW%9a<mh$DYZ`kAA}lH
z<x0Ny4yd#CmB3=JnY9)-ud>d&*ljv+7J#7ugG}p9*{Qx#^}U5GC;HJQ5~NCEu$$~D
zC`GNG3DdfpwDnLpyn;l55Haebfc*D{w@P=s%sOIc%#_k@cjRaWsts7F2RdPEb9}r~
z8NG&(b<nv-#S8S-8>s*Jw-qE<joWc86jN$kBlh&teEo25Z5YW3L_zjrln?x^b8Q1C
zbR+`Fokb~6@^4%_{UtZk?%Acf+6S;Y4~=v(zzNX)^1<KW2hrRQ{yES7eMPJd{yBxy
zDsV|V1=!rzp;=zS_4g<E9f(GXokWtc2@l~MiKU#;<niJ#Mo<Hy`XNyFW;_CMsb*-(
zH~3WN?ErNJCvNAK9{S!~o9OM^fD|y!z6^$#mzLhQd3VH2Nw%ji??9wZmskKpq-h6k
zoL2viK@N;|<j8!&ct{0>5=^2_v*Aik-JOBemg>R9r+j*EogkXp!zkX;Q(%r%?0)IG
znhvCzAdt=&8aX9D!dZEb&!;K&Dx+3u$II}LDl>&w$6u1)sm{heict+Dr+o_KBXzZQ
zkV(Fc{IuqhqaWnz&z_Zgr#GEG3(NU<I53mZMmj<LzOHvlWGU6CJG)~Nqjv7AtzMwU
zgR~C4A5Ws1o?@%8t6t5>e!dBVu_#?a4xaz3YWZP%j#Y5%{X-X4pl|y(Eh}dWIpksv
zARN}7(3Q0-H|-z17oZE_GH3(<V6IT8lo0$BDdW}_QY0~r(iU#bZ{NndQ`0$l{{eP8
zt^R3csF+54`*|{uXWd8eT_+Filp`7x)yny7b(CTe(YO!6eiI(={9Of(xNt1FD)rad
zLyu8U=le}8sQ8wHktUgqcY_czs>d8;u`fH4#d%^Lt#+9u1lW*Vx_I<R6J!5w{YGa!
z{a0#iIe*jt%2B`i#opIL!z6*VKa1ZA<8nDX9gb%CgNNky&ZF=N$pk*wr1~{n-K~?Z
zC=8Q1Or<%ejm5iIL{dFDv=*QcIWkv$Y1Yr{7E51&InlyE94Rb}nYz35{&U>S^y4d;
zUKNxh5dtSNJKet3egUo+-LrprwD#IQ#r3yuv{Rv+qFa<qR2k6>kLRA|>D|dhlKu0;
z&@SvQj=LZYcqi>xJi}y=-C4^Dc-+e>gff!<Ac>xx=kz~3Aqr?!n=UK-1HQFCc1`l*
z!wqd+DhDqYP}~wZI546xh-(?HZ!%q?*dvi1ILXbOLKwEzzHhW0n`|6WyP{$2B*#c%
z6ZMNwdt@7<z9wuDInmfH1?GOf%1Dxo4w<v$4?TDs7<+hT%jVA2mH+|)uVVryc~WQ%
zdb;K<7>pB6_Ng@I@M=>D)TBPzOJIHAxQq4`e;dCpg4~X)wAd(|+rSr_WAHV=mNWuM
zCaZbJ&O|9a^V?4u&J<Or8OqYX+GZR7+kEFd%DBjsN`?+C-ProB@3}dVq(@Tojfb|N
z(z@~nh)C6NigLF`h)(df$IrjLmA9r9VPa>!F#ZcDM70=1?I-*p!C?)CW%BkgFcApB
z1#4t)rMSqkXuiETEgj`ZKkAX|(GQOufBJ5CL>wk14qiXIztcC9sjR5P!2v`NkGx*U
zKK^eU^gHx-Mr&!=-#@Fn0?a&#M7?;rXwOV~;GwI#f2?~ZFHN$FhK^7bD1WD}zZ-Cp
zf<^|679Z>3=gZf5VuJbVl7O~TDdGBR7Dn$XmCL4ZP|(!Uj~tqNDAP&`mM5Zu>gqw*
zf5}<}YxTovdL5y@?R;US9=uXTx$DkPSQKz>kP68}h<H|1u5LK&9UFVV_|y;Mm!4R+
zYocNW#jx$nw0%@XG2BT<ZsS~kys<^gAK>Neq85xsr|V%|xQbZ7bGDN3|7-J$$$Un_
zY=r|~?`qj5j2-Ygbyf*miz<xpH0jRxARi9(hyAzgFs9EZa~49WV^r06E+>Iq!A#r!
z5Bg@`XwXgb)UGK`^1sJN@~<7+)OT*8_x!!OzgvrXJ1P5~PHxTGtGD+*xn=USsk<Dp
zL>->aC~yhaD1Xv7&QSju0+RJEBz&&kcqaGLX*KQ*GbX|iV#Izht;MUiO>wVRV{+yv
zt|>lo8zR8$wl(Fyn0)BIqxBXoE5dQ-+s0<Sw@>N-#Uch9`tY*zi-L$vzOT;$X;UBm
zS-Mz_>n*50FWQ^uee<W}*wwn=)#u!6)=f|y>RU7w2SP-W@LYv)R9mGP@F1-t8$=xz
zG4uK{L<M5<iNfl5=Ult3ks@3IAT{gW(6H*uTidm)LtDvk49Y?=%T*lwCV?SmlD6AA
zxXODR2tN23UcA>>*VXu^Zy>g7Q6p+?)*q!L@#tW|AuLzqMr$=b(ZbM4wU_iaOzX7t
z)&gs~w4+>VHcBLJx0qB8xw71zP3Ev!612k8U!6{Doxg83jz>#s9IbXXUPeM@gZQ;M
z`g)$^!!!5a#mVJ`3jP_USqs11yvwC)vwvAXJdpdkBL555An?i)3?;Z541)Uv6G^2f
zG={U|b_clbOs0)Mgo<J;JYiJfe76<GqqF$}_Q_Q%9WSc>9{;FtzQOxSlZ0&vt@3DQ
zQZgxR9ASvltJq`_N%GOjtgZGVJr<Z=PN-IWaaYF>7dgPY@TgijLEj>_#gC-SEqSs1
zx=c>WJ>wSgsBl7(*=z9}E!)t{9wd=3PANnhdwQn4;I(}<`YiHwgDV?Q`lh(BvYY65
znL+l{(cpf!64p}_<F5Q6|8RSg>DvRbJ)c0SDjR$9DHTK1WrP)caT+?b<4#Anj%&00
zBVYq%6G?}=$_R#b3Xfr1<VZ~bZhil`V|71wJ4fjPmBhFH#r^ngr4w~yUOVww#;MaM
zV+SPucrUaXtb<~+$wzU9?5mL&xap69Q==+Z%Y`6!xr5q<2by_yOtke#_q`Mhtz5Db
z%1%p~GCbr2bm?eDLM1U&-M^x0v2!W}rw>@gLB}imrV>~7xrw~p$>bu3SRu`WCLsWk
zqj7=4lJ<6m#m8!Lc(AUyE6G9P!Z|~{?fux!cmTt`ZmtYIkvB33P<o5OcgwDYhYbQ4
z)<q{;Pna!czE4D$gA<^p(j|^cdO}XKGNu>Uk$`J&TL*C&9rOv*d#C9rRYfIq6>?wn
ze~VyU&K!UlpXnI-6jm9d@?^~~@;PPl=z}LNGXK5cT)zhrEM0N?)&~ZY<U?<Hui!2i
zKQuBl3yDD6yAIJZ?=1^+Lb+%scPi)7ELFQK?k-Iifu?5#s;A9j8`3I}5|WcGbp&#4
zmMu=7yY@zXakxU!L~%a*$fr?FY6a1AfUCv(-hu6zuSdw#s6F~Tb3qV7<T#IL1epCI
zUl{M~))m+IdM<^@{0WUkJFNT7BOYO5E=1@xPsJTre*~4g*E8hkrR!0j?mg&30Ipjl
z2ZL@}s$a6)5}=k~O1{j66RpM7)q4J&ZUg2u33X`1i?7On$wb`yW0#&>x-c-q39F3l
zE%y@llUORTGusDUS@M0sTeo1D^`LiuvZkw#B2C0Z24P_4aGV)nf~ZdN=HcI1Qx8$p
zvyEAWJgfb-v=Ys^7C4eAKoJ11=8*lPMd=u-yqZl^eaM<fx)BoJ>-(B~qQ!ikT_HBJ
zR5Df!Fj<jb_A6!1$fL2oR_U-E9amLfc(%5!bZhI0-7H$s^8c5FF`p&wF>1@?T0Z+^
z*!AORMC7Rfo;{vXa+kzNcW~I}<aMpN;5^*3I$mABef8f(pf^{-89@0D`)c!CE&A?X
zG<fi*B{CtxahVe)m-5(k8ybm(yK@YBg5^zMnZmP-hId;6mpgkmxpurRy0qs~<*;iY
z3oKiR6+;u&rAKzOg)x-@Dk6AjYg#I<qO`(Mcd#T5(!gV{kxMwy*~foTM6VAOs8fb>
zt>W${{dKa`#e^uMNr8&;MlnOx;RMAVwQJ4Ax?HhevreP@<n+yo%gvC)A2xo6MCb!w
z;MH!LezTlN(w;{k<;584nc9~ReFy+6Z##RaWV4663$OhuiOJu4n{&-L$YPppLku+M
zlE`Tm8q=&uTrm$Ds<8938=jUdr~07x_4I?|$aq5VWXJJxlQquHdsdH2LxEm0wA$72
zh25WCf>BN|bqv*~b<_DY-(CBs-d67tv8G?IV6=4rnjc63QH`293aOAUE)`HH6U6d7
z9N`3hgjF0E0xPQjgBOt6YUA`sR5cmxMFX&HPVxDiQNl^0GBO+XNiBF+-gX3J&ffUn
z(NjsQ2@JR^f?Wh3D$msnp836}t~S7ot8HnHF$<cIn1M*-3uZ)qMT2V^X}Groc^OJ6
zzv;OexeY1^&Fj_MIDS(w92=O^cQXdE*7m1muL#fO@Hc)~NmzKPWb-~g$zo&NwW-$P
zxJMVv{$yu)u*2YHp1fCBMN?9-P_|lN9!<r@(x595Awb{vNCadIHl>J70cxGK*zj3T
zVCAJl6LLB9OgMC84Z=mD4J`p0=6XB}|JU2!Cltq6y1_c{dRowX-o*B*I=bp{%cBYY
z;RwB<v<BU{%wBll?)rimk=Aza1B&uZY2Fv$GnBF$<-nKaOoMcji8Klr1_cp}JLVTW
zX_cFbNl+#?vlf{5aY=jo4J&0b0hMHSi^A51rYf0zm1*zGUMws;@;7&Kq5Y0HCT^QL
zZr=&H5I8J<v4l(=h7r=$3}hZi(oyIjj;IL%6)J&6nxynVoUH+Fr$)p2Y2yK&bua@7
z_wq>$b7}AqhZ(Ry1Pn|S(VAxQ2zVb=y-e`eN+vCUaw4!Fp!1AFKIBbtqJ77?ikZHK
zoSU6fD_!wx0IZQ=hwk>q=c%WUsby)d-Ms(QHS?JeSw<xF^sGN+P&+qBL0LfAI8{r4
zp-PtfbsMV9Kvn#_SrHPdXLKuVk(z1vVuj`7`O842g=S6sxuQN!FH-Ctym#T=j7AYf
zgbd&gH03niqKE;N6R!3FtmDD^G9dx*eZgW-(^#s_jxcgRPKGaBlQ9!P+js_2dA7dN
z*yQP`oV4xW@}B4yS`*qTG&|Bm^7B7p*7nr}QHO&Gp-W{^{F3vxo46NKj4?uCFT+UD
z2=XQ*esSMFEgx*}uXji49@ZZ_X&gLEsgMsG8{boXN-i|9Ngg*tLPAd7bx97WireOR
zGlYLE^7-ez5fhfj{${VN(`+ag{*IalYWXQBJGoIga<`#Q`7}qA@gJZ{?RGZ`Ek={c
z>U9dh?`>f>3swUtIBj-E5CUxjzS3ud2k1p?x?I{>lv<WG8*ReicuyiVcsA!x@>8VL
z>pL@|{VvW}g_e`CnG#o4D1#v9S7-qAO`R+PbB&Wo5xS_S1ilzb<m<7wa1y!s{2-};
zMP(VrhZutg9}TZ`4=!8cx)q{KCfW1#xcG4^441-%;?xz0(w6EpBWn(aq<%r#ARkTI
z(TH5LCZ46P$%#^_7br%Z-(1{WI3YkQd98J6CtmB4c-!oAVHGj}K(a}+SFlQ2nxnWL
z2hfV_BM=d~nN6guK#y=a&XtfTM5Z~gw?WQYZ7u(W(-jaql=r|cneTPqjPY2o_Bu#O
z%VgE~Bbh+bW$q9+ubaoGJ+byh4nm5Qxdv_zk1|17NxM37s05PuKfr)gH&6}Q#diWQ
zz!pUNbOtu!_xGRY4*&zgJz+vOJUtvt4c7}^?00%r*KjvPb5ZO@pxt6AxMZ?OONEvl
zfiy9kigVzEi(#9J(_AkC!z%gJ5zu+i5Z{w4NCG%c>9EpGt4AL6s`a9aIe4~+y?>Te
z_}M}6(c5qajIpD|&wA{3ADYT=t`;Na^%E+UnXP|~b1=s8Xy6>DO9fz;3;+Q1hNA!o
z4dTMk=0CSi9#*T}vAXni65C=B#v<<hRE<hJGl1MPd&s@w%AH}H?g#-)5pdh+ci#GX
z-RY8cXD}giS;{Px1U$ZpU38bmI3fT6n?LKwtLF4NOhT4JNr3}I)HYsDx@Ylu-NEY4
zxR&*u%h9GSOW-u8Hm8E5a4Zqg43KS}A4k|$4c>74z4Mz*NIx`oS8~H|x#!Cr?Q!aq
zxA_4sI{*Z{+9QTsajQ@V1oVy5J95paVI0;eysSYCx9A6BKHDZJ=}T#=r<9kYgZ*9<
z{_{i?SqGu{%sMwBNx?Hn0^6N+L;4%1qilvIX!2~Ufmw5Y4-fswVTd3?63u`JYc$H<
z>TIB{El$TAJz)?XWD!hC&~Hb3g|&Z%+D4uw`TT8p-3h(>$q&N@^efT_tD0O}r8bg5
zp6&+YZZrP@jHf4-KGpv6XZoPd%d+1}*QWNmm%nps;v@pETeGOm4P=#d$m-6{(n$@Y
zNu-I(fW&R!fm>@h=5m-M7Eel(I^MTZu;@}0E<;=|0Ue^lI;^=qnQ34ySL*4h`pc%8
zZRi=%TDqHClei64w6o3N*b6eMlkpCUAD=fkf4VzcGa$QhI%}|45auT~j$yD(3^LFb
zHkywT2DVDj3&rK1bs>N`_Lj4)PfPA`wLsW7VZtk=l9P+Ce)Z!k5zImAaCrrrrgpq>
z-HDrmk03CXoBnHG?Ob|u<IeDooms|bdKsB@1bi+R>4Nl$fcdh!TNoy!lHG|o5N&lZ
z0smxDa^yD%jA@uU8T+)j9IVb}h#fes$S9bhr2^5}m;HWcqPX1r@vD^&*s&4yUstN0
zCSrG-G?rP5lTk-z5KYfkSlYVH^K8X%jT4>@o4*7PE{ag4&EG^e22G=!15O#1hx(SL
zw;HMZTy@dO=-8}!WXqu|@h)?OB#3}BssybaaLw<)e?v7lD)GB|WnzEN$x8ZDi{3}p
z1ANeMcyLjQhGc9O+7$`Nxs`uuY;kd4-{hMECmAN&%eURZMEWA1m)Tpq?t#n{cgT{~
z0g*^F1qly44=%fSF`ufz8vkJL?DoE%E!MTM^ph1dtcxAfG#Io>Pm~VUsrih_DH;mn
zTeqd#?tJ#cn8XD)1I3Cjhv(rXYpyPLZywhxqexgJnt&*E6hp%XO&-0XLOAsutUEHR
zP3idW<YFIRQF#ak@TkOEhl%zpvnTi`%x@FOO=A9>e(IWY_`u8c5i*^*e80nE4D4}-
zXa$l_OGdTwtqV_o=I|r~z)NMnzvuOhK&YG+bZCGDg*wTL01<XR8M>m`ynmM-Xvkv0
z&+S3nc?IvwpBB%^P2oIMYH535RkFVA`}UDN)&B<f21D(tCilRXin1lzJ5{FzPc8Fx
zF@Dl|Y?(XeY|^ptOTF>6)-`S&!O>txy0?v(>n<9)#1B&@QYca<3k#jD!*iBfXNG$A
zO7=GFY!sB5E}vLFXp!$Cn%zarJl}I`mF0x5x?*;{Bxl53;)jr3&coC&a$70q9`M~-
zZZz@J_N4wnrUrf*JnhgIgnDjw=0MbOr4ZX|bpPd`Eu^|Li5cn5NA|Jr@A?mLowe0k
z?Z+|KHT|zQqpHWwT2c9fRX=7&koC2bc~wpj3-aOb-nZX_8q98={J!yeeVM&ik!>jV
z(e`f(NLRE=m6t++{LO^oze6hmUhOTo7wMa?@Zfda>zMJf^SWOyDLtOPacq};wp8$-
zxc`3q;(qXQM1WWN8&K7avI7&Cw$ooGbWgM-RuXKG2k6{K0$YFD`40OdVV^8#PlGT$
zy)2%M3FuCS)PF>-g0a#MhM5@?kqG5mPJsDeVav6DFZjA1b$mciWv$u1*|k-F_RM*m
zS+~S3-7#OI3s?Re&??Ig_9lw`8+TcFUg>CFNVcwiYI3LwA&D*DqIY`TkCO4T=`C#w
z>alVA1I^;xOAdrhe+)Wwq5ii;vNbchUUH##tm1j&BjMOpAIzRPt2ztd+D(z>;8N|m
zEfIT_FNDKp8Z{sIh`k?IecU){5#qeb{ZhPnlC$HBIz5gP{7n8DHgK1{>+-WTR4R(M
zqz_ykxNl^$q@Md%;u*5RIPb%0te@TXKS#j#E8Te6!L)Co!?U+dFU(fB2xbX8IwF9z
z_4IqgN{eB=xieUA-(JCY`S+qCPV1^*2W`;4lH5*k>scLXlM2#pba<hlz0xD&MT>@u
zpBJAmZQQRv(|*+PVBXeNyxk>MUX4^5<t1K@5nfxYj*N;DOU$U1poBd??ch;YcTk7Z
zuD;hF|E%|9=3_a%mB`hBXzy%sYYE2;vK3x>8ctOkqW0W5_T}=Dic)L)l#;E<R{gyD
zv48WYY#N_MdG^ryLZai0jy~<3eUWuv<;nfKVmGpaPS>gJ{!3$jDYm;e#gdBMujb#6
z^VjixdCmViCdhZ?S&Ze49!hu9rTXf#A@}`z{E5HCuf3lp{?+($LqCvC-fxk->5zG1
zr=?`HSqJ&dt1wtFqK6-mDl3F+moO1hfz`U!M3)B5>CULLCw@%*xf>b3Ux!@lts5$-
zDe&^>;5_w2hSMH7-f!WHP#+w-opxVBEw5+<{~WykzUH8R%{2#FYc(3AhC>li1kG4F
zPZvr%&n!OqI&8PyIg{TOgG(j@XTuw8Gm`m$o6nt{{V~CoNn}6I;hi67*8-Tm9GPAJ
zkE0XG`d@XAd#UFne)(DY`5>v&W9=x}-^@~vc68}}sr0B`6!7Ak$?muq$gYwfV-5$F
zl$O(`k2POyK9e}PZPP4NM4kE3{2!p=OXF^}`iG4!19WMu1=H;KB+U(k|DboJN1(oB
zsuy~_(L2At@PI>Q9rb<a(*gQ#*7tA|x_}ynkd@em4#)?S`ErcBQaOzDzsmZP|F)iw
zdidh?hBd<4;n~|}Y7ahYE#7Cw#Ke05%L_eiT{kvJsRG>%qtX+}$NYM==gt#oZdaJz
zgO%Q!4XuN!goW6%%FT|^sr0efPXi%`-#)LLY`-I%^fvg_tnwD@QH_2UbAIr{pkzAg
z+2&e%-d79VL(J`FN%FkA!4b%ZHC$$3gSb*``R#ddH2V#C-Sh3x4YL!y_VqCWlJgc1
zG3n^0Q_Ed{g@;G}-aFoA)BDFOcW9qctA~g3eXe(+iq`%1c#2yNcw>^AzhdfkWRf?S
zc=aHKRrvN1m3ydvbN}D8)bneHk8k_2zxg)w^p`ij1v$s}p&gP;HKv;?&Fw3F#%lb(
z3y8%FmpK8hek6{UDf)QEa`Li4Uh2u&XWp~Xf&*PAcdf=eXjJUrEF3iS*x<c!?d{F0
z=6;nj%qgfK1%ulgQ~kFt@Kv8(a1pcJ-S@oubny<mDsfdskx34v2#tWYlGU{Jn%I(D
z%E8FHUxAG~msG~9#-;m%llLnzA13Et+gbCx@3izs{DJE~nXv@T9gW44^~Y<LX*EVG
zj$^YJT4HueO>Es|+v=mHQP0k4hdzm{+Q$S;9<6zBw8cw=mD(jM+)_UjxHBqUq5E9_
ze}KSajZxbbJ6~LyT%TumRrjiC%VGU4j^#hd{m5w5)CS%5N2-w74crzpJD0is`!-c*
zT1%QJKkmWR204WXiM@S5?$*9Ko3AqK??<W@3*Vr1{<t!|M=QN5`IXl+J(Lc*zVIMp
zn*3v2L`)RrF*Qf^qTRja{O2<~ulbSSpW3|~d?iMl@ctzxgoh7-ECyhA!1Rsn^mNzU
z+tZUqGHbmf1ux27277gyi_8V`oAmxuno7{5j(epS1;6lbVm8U|@-fFvPjC6*P^@t|
z`FIfE_s!V1Gn$Zwn;%|f{h_zFe>VSJeC{DN<@z<hA5QU|k)AbQRqnqx{ZoT8p-+)F
zMZPizXrA4_bYp49GV0CkZ4-MZ?=#Ip<J)Y!cWO*Oj<It;@S_MEqDvFw@K<%kph8>P
z08v}l<gUA>6)BI=l;e|7@a^7T*o{^ntp|ste=}0m@0*1NCyhTenBDWd(R-jTHEgE+
z{QAK0B2fJAq6?LNr1_A-lO;yme>R(xQ+esMem<+>#5{S;F#oLh%eI!3=F*t-JLQz1
zDc8&p=o}i_2plXs$eg9>+J>3fTsTn7^APo-r2SQ8m|z;RCdq+SXdk(^x9Y`O{;#Wf
zdq(e$d>Jwpm1R9$bL{0UzG21-gkj|~M-9sCHzc|61lA_*1^JI8HM2x76P9SJft$d~
zn~W(nef1wewf=$E(iTxb*`!8uqh+f8(PdJWS>%$#A^Rb5v+Wh+k8{klhe4J%Qa{eb
z*tVHJJMNo&=U0%|I_bsKL)kj|zCSLsU2S%>ITAko^=ERHddywEp@vWA{*n06$(bYC
z_~sYbnjR^R8*TUd<z#-8=Ff8t_r@PW{sWM|)ZVghPV^4a=DFYwCtXf(j83XPhmb?i
zf-l66&=eYvPTMSm_50kGAhUw0M&FYE`9I{`eLS8y`c=h>nYCE+rDY5=R6m(h4i(Se
z$?_i%6z@)N-e0?}b%ErBTn=6syIJ*udyYL~-Q7#rvn6z!AUZp>-FNlU<^CeSJ^uRU
zHkHP5)89sDE6}{&207j~v@#FD@VRIJJbzw|dhf@)B6V$kZw=2RdV@LG`GP_1zxBWg
zbw1lCj9ph~OC81X0#N>3B@{g?Wg|ny^&;`IT5#q&`h|o8jxYMxE9q+^xa=_5<G;7x
zm<0?uF-|GGTKI}Xs~kS}%9rvV;Blzi<GXozCFhSFpFb76k4lrIdvwXE(v*<ciFExf
z6JMXObj+G42Be&u%2-v4FOIK|QZQ5}pt<sY04Ds@g}=d~%vHtHhkW@GoQniZ=>*<@
zzm<^EMrKMVOA5t#y_pb&KW3iW&dPCg@BHVEYE0)yD}70{cW{3|i>~G=22uVahSTD9
zGHcvM0p8|LC`F!Dm{PeaUh{_ZE2i{=Ob}VrX==53UU$o-+pn<EReDK^DrrdgodF}}
zU_qN)q+?#1+2i!$0n)k>3(Z73MGqiv$M#q=&k_L!-wEV-u%|y&JzN3V1rB^;rU$XO
z8~bdbSSx`DohNe`D}SI`=77yOn8q%(0t-J+(5H)QA3%WC*ER|Z<kV@DM>v(kriXVB
zKD-Az#;PywIK!h+B_6j9f3$*{TKJtiRcUe(_#NapspF0q$iFh_RuQY`>e8DblyUp<
z`T2N?rcgrxO5-B9Oy;E}1jKyM8h_(a`jf8PV5$nehFYA`tkQV`+2!CjzDHcnD)JC>
zS*u=6Z{d+EEPRyml4SG2j8ChTI%EMlR^d@8d0*O<A8)YZ?ZHOu?*B1H=2QH@Ln`7R
z)>P*F@%nt<i^rl|7K=dZlRYu<v9exOjfe$evIgy`yTAt9BFNQL47>HZJ3S@UD)L77
z?LH(zXPluHBJZ0QX@wb|=IC^*+9ez`SNHDTC^wd%I&JtC(;I}vQgyiTXI_)&<wS<%
zt_-c_9UQ6hB@>gLN7tH{2H)$VgM0o19N1ud`mH1})fHOhb^Uh0RVT5cv&N3^Q`F{K
zNjAADz%QHp{S!lGt9dM<&0eGZ+lvQSENA+r*{{j54`*l9N)zs|U?sZis$`0lUlO4$
znb$Es0)|Ya3@qB1GQ#ua+v@8f=o0Dzu-p}_5QW6R(uCM)_JdDG+9^+Jd*r#+2s0E^
z(T8Vfc#ArZ{GnW`-wxxLnXCBcfQVb^Ii#m^B3;C)Hl)RkU%|?zw`QG?&;Fd1TLhrq
zw&&qvu=GOPP!7?+;8ezr!74L(JvkV2qKI&!y$}m`B^R4UG~pGB*b0f3wJ0qi0k`g<
zWdnj}&qD8<^Sk|H<<}$@ni8&X;m+R^7itoGOfV@?wx=1^ZZ^&;fr(-Qm2a&=HrI%A
z3UP7kK&tto&<3Sph!mP4IQ9PD#rwhQv?vO}j|Q%OGg@^`Lo{^kDrZzR+lwnGNM#_#
zKU}mxBp&wbjv|e>Q=L#=XafQfPz()|aSxgk2{K{B>VJT2kr*vqZ&r|6Y+QlQNh2U#
z8swVVMA}r@Mg$Y-g3_thqY|XJjSS5TCB5cR@pvv-Q4D!GYt#sAPYHv5c$UT1!{Smj
zlNufA>oan@A#+7?^Ig2N)z-k@@BFfZvAAv37#a6+0hL_@CYDmmn$qo|{S7MJEfE&~
zvz|XSC()Wr7+##%j+`w&hnZ;V#VHVrxD(!Gjwy7YcX)-%d!oI1c*eo=64YfbYS53{
zr04@_5TQh+HOeNlYBiD?Uy`*D$lhcv7Q3cD3sN9`Amx@NTOGGO5*&7!mMr2#gBN(2
zD+CgR$2u5NEKx@;QhTfhV#-d$wcI_Fq<O&PYe6bM#Wdt8Ww&i74)Uiv^?iJa-*}>f
zzN#pUe7V3PR18t<w?NOkQH<ZL<V11$>LGp}HX2*EJin2L1AM$$H_fUpZV?A*(=zKA
zY#Rht^$!l7y)o@ndyW|C(x{NZArK;zlHXSLEcBSE-Z(r1Jm}V1clI*Wr-=Y^k`ay4
zQof~A#~73rG?>)HMI+_e`#uaHV>tI1q!&O}X@7g(`N$9!pJCqb%~b>H>&FX~AKYlY
zajgLRzYKP_Cgt+&8bAN+11D;EDY%KL`Hr?rpEOELB7y~C+N#qTNy*k0O=mf1VJ(2R
z7kcE#BHy?-8=(=hC$iFeR}=H8aWH<9^;4hl`iEB3N+gx;xT3>tqo@Q{(z`FPK#R|O
zYdG4I$S5x2oehv%U47&W|L!zSZ=<(h@k#utSADnk68b6Etf8JO+)=<FN!B{xnRuc)
z%zvLxBe0W`Y$X7@7n)Exy2oGWV#hBGg`0YYOSc^_2a>?PBsLF)Je4TY=D7vHoqQYH
zRh`Go(Ilc5P+p+%8EzI4{KgV{3T0(zc%N-D<l#AvfH9$BuK~ZdG#Sc&wE@{05?SNY
zCx-*jdjR%Oow`l1dBw#U_-&=bYW1NqF14dcms_nhSx&^i_(jU1;sAHO?KFE`!=G}Y
zBvD$04wThjOf5|Q#N%qk3+umN)y5$BDX~*K)|sw9(#76?-=n}AA$sj~J|HmH_JqW`
z%en?xi%!S8EWT?<XtuuM)|?99RsYKES@=7J2&F%(d+9fC?5np<>Nb$SbZcKmuv4Gh
z%gnC{BjY%%Y+o;|MPM<<ItvZrZ9~a^OMHUD5l_4n@0+-FguxuT4@qhl#gHRZwqc=K
z@0X8Xvm!xQoq*b1SckP16FHM)N8*INR<SyWiX22{{k;s;iJdEbFmcsOjW%%I!@Dk;
zu#G3L9p?-w#A{rBWi;DyGhy-Z(U9_wH^zpSf`T>rO)3BCe&ck>pZ>+WB>epNu*&xq
z-v?*Ek0w^aP}u|Pj1T~tQxfVHmtM^wGBCN2Q@F=BP>mEc2@mCz4mBJU9DP)*tCLrI
zALAuSu|lJyLecddO(+y#+nE7rqFwT5WWFeESZ+fYzFC<|mN$rC_^pEo9S&26Q&^3F
zOn=(WA}OI`)YU#C!D{j0a)%TTrcN&?&P^eYFAl<82_zo^unr;4P2m(#&x{z+{lB=n
zeNb0#^oi}QR<=)Rr@;O4>(!pkemAL!Zbp%n)Ba9L5(<y4gdsua0k(6-Ps8BKaGQCL
z`1PN9U%ht_Epx<-^B*`@S2}!xwaxu-vMy+V;|2JzxausI(7uylhKcqzx9$~0q9ck6
zE$aewbgc--epeGeUVjF50-~VTei0~uL&v$CO)XnL0!RfDGWzX)q}vRhE~~oDrt4|S
z(H*Gh=@MEI5(kHIy6iz`vx42*5(v*;eQ`Y%h36|uM{;>OA~as^8%T3%&B+L;_*)>W
z@3#nTNh9U8!3>SMbb)CHtltDUG2w|25?hR5<K!cirm*ed*@|+P$fW0QR=f55=dEo_
zV#RqkNi=-A!@6cD<C+9%kT#XO&lW#*$s*$*Y{x*u+*c~Wb6d(zD~Riv%=~wrj(N3!
zcm?Gt24SN*d#4sg&0Y~ItZ*C>3dxI#RH}XM=d+C20V-Q4LW!N_`^Nq0`f{?WFG6R~
z<zA1XRvGa`+S`>JKMU7x^Hc?0`amYLRD!&xNKI4Iv!?=p&3wg`F+Ca)SOl+6iQBsk
z)wH177FYsMp^1&VkVCX7wo>&9H-LoT1m<M&pfoyXu8g=KZ-vs_$1J~7kqY0|R3v!a
zdP?vZZ!;HY9;zfOhJ=cpTU`3Y_r6bcn>+ogp?5w0_s*fwPz!?<quq<;^(#i5fcXnB
zV+ur^Rv{9WuoXvDGep{-SeKE^0&KMq&_`7B#BLhVX|R}vRLpRFISRUoMjf$3zg3^K
zM*RAC_5>79K*HS{lYc?ZStSkPsX8X*p=k*sHyP)!RF-)`qlT!z$=^$U-qZvq%zM<g
zFrm|yIJlf-fWOn#2tE9{D$^=V84UvJ8I*RiXC5ZmPL#erD}+`;X8q-ZX-(Xl!Eblj
z-LOmsDJj@yt0nSYTIq5##9+#?9Y{2AGPMG41nfLJm}~QHJ?i%D8ZTX>raV=i4NwZl
z)2bZ&Ob<;?%h&%L=hqSK@mNBmeD4YwYrP^stVBFAdI=?r8g8F<mQzpC#nY_ljlhnG
z)J?1Hn>{fNgy!m4xxfGL(59Oa@*51_B!R+%5%^U|eyiIM+polUgz@N>N9AwpR3c+Q
zYO&f>We3X$o5vX1Y|7I*OlLI{-8#HX%mOndE?3;x#O9KOtc|2ho=LDHQe39Z6_|Cz
z7zcAI9#Rxw^hqmkhv*V(ex*V)YCOH}=hk-{T*T1`6pF!_@d&uDbvE|EZXv6J<VT{d
z5~$=*`%#*_m@5;#?hUmn`31q)$CKv;UYst6?{+#Ec|dT0YfeHAAYG<7bA_^!sWKu9
zg8@iN0a(EBj&b$xCUYG-PZ~$b&sI#4d8j(~(PbLw#ox;aHXug*&i8=y6+t$V;8N7g
zBo^7}HSE3X*0VHcNZy5l^o9ZXVfyh?#p!3KHs=Mddt-^TumLzBc6T8lpp8&9mBkYb
zGgdPItxi#;fB?UmT}*=6bp5Xi&Qmxo>QDj$I-d?>Z|-74K}uAp!p<PkrZFINehTtv
zFvW2R=tCW?AhrdQ0f2i>fMbB+r#s}s*K#Dz<NE%nvO^BdXoAt2Wb<h}{(qgGY^sc-
zE06=CGc&na5%ye%UHFtvyNI7NLHDeH?ka>oQB?Uym66<hOYWP~^qFwUZBF|gbMMi;
zvRSp@zT8dqyPVI=`lhM-zB>bBJxv8@jn_qcrAWn<hrRkCtvr?2o!4#DyGXj`E;160
ztp?Tx^F7LuC~E9;nMmH*{zV9SI-G%yc=13@43cAV<d7;GG-`9SryOr#tSl;*(<R&9
zQ)zpD%yA0m$WC1IQ%y*cl+zjpoF_bUZBa^yHQw0Oes}1t&%|^NNe{~7qL9aUt_bC@
z-3y2#^2_YsU;v^4c%@*gSrgak$w;Z}NIWS{k}|I$x7rL>TzO_At+Ud`dlqDft~Dcy
z)|a#>6o)x<LpLtnWjlNC80BROQ3}P4hm+KKW-X6id7gRn(zt88dTDE#rYE;LFS}^l
zSDSm`nRnAv&j_nkz{YCVnu--cL_)D2_+S#I)6TOI(2g+FI?3h@7CZS<TGn+FeF7KN
zkqO^b?~2mYf^m^G2e}Xm@2()Hvuce9q8N18Z7sH<6%=b<o02o8^~{f67*ea78ce9T
z`J`6%xwz;q^JzE`x}-^;fCmn8zIFWvh_DUvL)Me#D{;Y26gfO+8@M=3_uP9k(y_2Q
z8%=TNK#_&4=Y0ZwVq6WHP+OM>ZP@JZWp0M&4Mdv}oj&r;l$<m!uvFA^k(i&5^xrGC
z#lF%ghYi<}A`oq5yLQ>8!*p!}mHrtoPCa&iOweQVAbPy?ibBDqtUz9Bm!&IMj-eoe
zHEE>M%|3(2cId;Gf)w$jtYBf;xYFa8Grhip6ps{gf~@o<_Vc~RB0RD_xQUGO7jzL2
z{IM?WxS?0;f!-H{VG$I4<>D3RsS<mmmCckUCen`(4ANiNalXH2OpJ_DmvKvP0#w)E
zgxP;Lj|<G@43j;}uk9AxLE1mt?}u{8OgrNQSOUgbax`_bAatWWc^NSo?iS04BZr{&
z8@4|G@~qVISE{<F_~AaAxiimSuWgBFSS;h84Y|?WVEXM){l<cs=PY`phkt~O3)W$}
z`&qx$S>87X{jTQLL^ZUg@f6BWvc820E}|p(_hvbItZd|GPPC4wpkLzgqVQzT)qk&2
z{sSNdU;LPi$D`X%?fHM?$Muu<Zk3S#?KO~-9|zX%ox;aXoLJ}uRRm(>s~wL2&#!>h
zeGVg#3bv?LL#IeuE(-@?ljGMD&eW7vFD{hZ%)h`KOp<%TnMG)<Lw?}I)fH#j$BIYR
z6M4LOw_f@R^&xf`tKi{{e%-t-L~+=+8VWuT*&*@ihK`6<IV}bC7ss^q>8*oEIjtTA
zRij98z=>Q#n^UeZmS_OIj>)vy{EK3Gd7sn$a>U11IZPNN!49a0xDc1CA0p19A*!34
z3xylYDqyVUaN{5Y#2`nd-$wnHAlL8azK=S1sctclBOAn<nEnTF_or>SZujD(b!qxh
zJ_a2-Ae&YsIxm3Q!yvumP+U&8F2AW&*9?V0u(@K;H@qShFb7cFYNe2l{Y}5HFd3I9
zoph-K;XALpJtQEBV1VI@#|cq;a|8Mbi{->8F6oG}uvB)1M;AlXut2}L6-Z+x$d<En
z9TJ+2KFgJF>13Gn)7rwfJK5DrNnd}vbZZp1)ZPj+_5xT7Ycs+zCc%7q2_I(Ppcjl}
zP=z8iff6HjF+8>Y;!<rGxD}O7DX_Ck+PwGxpoq_~5A5#N47j;LUa%Q0V{?4-zd;-5
z5IPohEXFs@8S<52Jo$HwbL|dsFJ`5H)}P=%P!<)+iPgac{&}NUkzY|P^5C?D-y#^y
zSI5fPSLGo!#4R>?dLoe!jRSAB#$gG=1)YgjJX6SZc7eGzX^yEF>MoCiswP-h>w$;o
zrKh{~Fzgni>%c85>B?=53U$LLoiYt_)QALAe5)ArHVG@<D$AZ&{uSWsS9ZWQCskA#
zW@Uqb&h&_6KB1;&|8%iw)PdIF+qPnA?}tE)ILyqm$~bf&N;zAA*d^~!O(AQB;`G+h
zkw~y-F<U67E1lx5F`!hyYwPrpC*&!4aFL+~%X;Uu$4YrQ;v>*Y&&T5vzT!R6Cp5FE
z|1&_5`(CBnl{G4g(q*WLY^I<)0gWq-s~dP+9!jVqtmYy~U@CPPOd;X3*MUIfl7<mX
z@4J8N{sY_?Q8T_pgYrb>7)-e5Bf+}QJT5fR?o78kH%uDve*IeAfr!b!uTnxMIz1kp
zk|Sip!y7wW^N?r^*5I)<boX5PR|cAzBj_@qLJiRFS#MFAr#N$;+|>N#_eS|seL_S)
zma(osa^3h663P>|m0qZ2dH(&#sOV1+i-#Rl-vPy6>@>MLscK$aXx0SN{8{N339bYB
z&T)vI7zBqnS}55~z906eIRAqWm8Zjl`I$-S%5s%simR3bDDA?sOS@1ad(gSBAf$y;
zGEk%)v9Y&WqzklH*l)}&twH_MMTJv{lxJ{~LO<{Wp?Td8?7w9a$Slc%0M*+^Mj+AF
z&X8q!+6(E@9;wE?T|pm1AhypfpPi3Z{JafwzO9uE49F^w6J|k6lvZ_1QjfadPyF)P
z+Cx2<T2ZMmvm>wq6qgPIkfWUd-xw&mWZ)SFgmi2B#O6H2jJ&6ueRvn+q&Sz~`TEGY
zucc-Hd?DtFTWyzkID$`%0JvRl=*!?K8!D>5Lgn1;KkT}zPy5#b87Q)4;Z!IKf3Ku$
z{0Q{_Q&ph&duev)Njy)X*v7Ut<tTnG>AYIMzjz39IFNVU%HKsa$Ok2>Ew0@()FG2j
zB(o^hMOYz<<(K9|Oiw5knOTJD$|sO!d9(wf#?Pz^l|MqyWDt-u*;+Bk?+D||Q`Cz>
z+|k$|XUlEJ^tV;^)un!$sBr&@%uq=^dGbW^u8sm*I?p}f|0p{5c&7e8j&C!UAu;z{
z8g1Iv+@oA78)_FcvxEqXxmKD`NzFoT)yy{LQfR|OxfW5m7BebIA*FJOq&r3R{q6V1
z{@-Jd^Ev12{eHck&wNaHNHU>u_I?Bm?m>x<4BpmKTH;s&GHl|foW!I&Y0)`oKh`t%
zN^rRX9UN5hVQK!+^RgV1C>Or=1dP*|kK*en931|w+9Bk~VQ$%wga|Hyz$Ug6@}ZsJ
zEJnWd4={&LIu5I9JE6A}yYlrE$KXrb3CX9C?$?`S$yK(D1tye{+TlSZih!p0mXeo!
zW8sO3xOJDF9g#MrkK>!3T#klWGlE!9ugSIeW9^&ulp^9&hK4d@9$X%titY8qjd11y
z=qjte)XvriaaA#l1)+*SaC(F*!N`%e#T;9t@V;h)^BbIB8k~B0=OO%3-^0n}$;-*X
z!%9s)nWF&it){EMk&^-+!sc;lvv%r#fCDbSUvINHn=Yh_pfAb-1^J*&opS}-J<#@+
zyeKvQx>$Dv9#cjs^W^Gfn8%%I{bns|Mf%oL`e{`GxE%hnkS$^_%ToGnA#+Milv^E*
z2PoVb0LkMgx1EK@!UplGawvSt)vxX&)N(YLFXr^4Z4qi?0ayf#Hz;L8V(w4ug+bz0
zck38i{^=;c9Co8^I}dmSBR2g9Q-55(>C$wT%(S95{I=!(`wwGTLv^)@8-5$@@f%tn
zw~<7c1%9iLWeS*;`ndhkx%q_HVdcgT*9GI-H=iuTQs@If*o`LB5V)?1Nhks)tWWTO
ziI!F1Icf^dxe?jaA;R|WLOv`jzOs@!qP5{sG{WSJtqIYWCI@w+$W-U#X9z9z3S#4p
zj;==e-MCWiP{HIqUYBVPYpXp)2Y{itGWV9L*lIj2T+k8N`S8WrO7d<T8Bt7lnHAV<
z0+HKGbTLpe6#`|CDp>;yh*F~x002EsA|UXk($%N_$<C62V*7o*fzt8feKC8?-vM8p
z#;P}q9oRxHMu$RGLXmgPRI5+3rdf7lm^L)jdwY!^Zj=HLnEL>|+C=h+nV#cl3RJrc
z-ltM<<ovCV>R8j&Zwu3Y_ddynAtHow0EKSq=ikwnK7)TciYSi>{kN!<(9m&!0LUvu
z%F8Ttcx3<|DP`AIk*9S=LGO^7b%Qy4aKg-{)y+V;Io;8y_G=2q*zRm)5El1h!m!KL
zj2cEp!7Q!O(tMta5X8ZnN9NgD5q;T0lb7JifUF%3l?apQ2P;`I%%_)Ld$tv9NZIlI
z&Rspjk1=Py%sg@XJY{&BLLf^i@ir<uAuz{_e-rKNbHp~;2Y7e_c6siT6QSI_86Vg@
z1MH`8I@!v#FTcoglv!d5H%-QAM}#44Dcq|IlnW?W5)=HPLZADj_}h!B-QIMvTJHu3
z?bWT%s|&isdE}lmAw=*U)F%*S9Je<FXJ?{16f2a8H)NuF4hhbeUs_t3#4dj@HN0Z=
z&_<oyLL|=QihU2P#Ml&AK@$Rc$0N6Rbg3$csfUkR@y655)mp3vZ326RyM+=;|M!g}
zN)4uv<NH3S(refdTy%8Qm`9Ig13@qel1taB3E1l%sik$CCO?kEK^wOUI3oafg<rr;
zS4V1FtP-5H-?u~K$jgi^$M*I}m7q%UlR+0!6zks2BkdWO^`miiZ*Xtc)SirIvnhEN
zfxVW$vMWVVj_q(F)?mk($@Z670ITCA9zmMWiwYDosFJ><b5md#MI|F-=JMAD%u{qU
zyS`bZW|TG%Sy<fq$Ce`Gk9WoBrYP}U>|X^J^xaAB6{*gEPJgaqe$)++_R&pbo;DK*
zE@A7JG6bxxEy5(VURAyhCfY_O7F#L9)VG6omu`Q?rfrkt?>@3(GlyZ$Hxaom&xgr)
zqqE0r9W-kw{kB>LcQx#|d9CuAP>NguqSo+d?m_3@XSc7q?WqgNiEIfY*e-miq9@u^
z3NcX?QFH|4*#XiHM+2*@Q-L#v-{+p9U>s38mE}@T)Ufc^HCyzrr&%mK?*jXeEG+1B
zJUE9ZEVJ4))$b%b?muCXfGz~61xMCSpv2x#j<_G($c9$D>gTsH<*M85zcTsv4=vO+
zf74z4qzb+SF?^Z#8>>U?6_#yjyedd-LitdHe!4)TY~t~u2-l-ZLXnBSL{t$1v-XW6
zpJwvldu*@^9S5{+^Fwa+&;xK?a{HtlrJ0R6uDieJ{u}Y&ZT<vK3~!;kB8HYJ?`Pa9
z>a_(hzXxx@P9J)8jV&Vu&kA<YX}$FofG9?|WdBL4FcJ>Bz3teFu;Ai7<xYhlH(szc
z@!3x3Kx{RV>vMMayA~d16=4UJl@CqNxYXlISm{ugmZtJu?+dJbjvvh|Sk3x-Equ}g
z`d~#bfMwCkDWDMm*MJa)1?KFbcU!Ef+OXVe6>$C1SXNqlxGIM_qwexrz2@`>uLMF7
z*NINi;*L*oDG%2gnv(mu1V_$U8o}{U|HeY&+gU{A(#8zJ!P5jhEE?#ob{ZI8pDBCa
zU_yZXaJ5?C)_%<qB_=-6u{VBo^R+QdbDEf-tOBT~;F!By0w|S^7xCuxS$=$*844G#
z-vmSCfLy}Go!(?{1I$S=#2wG3a<n+u{}&us+hLbJt##2YRK|0dfc91ziBEf5__EdX
z8($DF%UXDhvSw9=p*PdYBmM5J*C<M41J@SE0TcHS79Koxa|XI>r+TcDx%`AIG%=+B
z2@aKT>F^zfM0y<){v-^Sz#y~*j4F=`g>Y?cgvrZbY$3<x2_0TKV5w;zU3tSsR)v=1
z$as&-OgXav^*qtI1p&_S&~TvbWeCl}+T4q+HGNeA>BMle#iuMkD>!>Di{q;-Dj5%)
z1@LBplID=EWjtN6*0T99Id@UQd27L7#o{+PZ2GZ5f`n|s>iF|J2Jk?lpFGSQ@oFcS
z<>I7XY5G~{HV}i$rt0H&O)L3<RfJrQ;W48w!}o@ob#+a)yGrVxz2D%`4PwIOelZce
zem3BIe3w=|!1(z#xC0TF>UAy0hO)MVZ%C==+=9;LmX(b|p-Kln3;a__8}!lf5+ofZ
z`+eXgwQ0h}%(D`RGFd0K&x0^1&S4c;<cnA&>$#x8lPvUP(y^khw;yNaL=SRoU)c$6
zJLb>4{#DY!T`q76|K)V$yfv6qROSap0Ae|nj&JT$v0u#lk85jcY36Z;SBb&@0lXrP
zj*tJ$N%WyAvxqGJe(>dhW-?;m@$<K4W&0(bRy)+t?uyj<lpK?~(RFTpz4?tFi?eBB
z{qO4*gHFjz%0s2{<+Z-i^4QzA$7Unb%41AWIPUc_0Ou?q<L1@a`jQU;%IT~T%IX%M
zCYCeyX(pI(`XiEOLi%JT^=Jn3G_QvC8*D3X_pfWcQWhM$aU$l^^_N%l{sSyJ{^iIh
zVbk~fcSdB?dz`;q6*_W?bK`Sl*Ovvnut(^{t+nA~XZg%NQ?A9ido1wKMQN3RZ3<^)
zUCvOO>=TY41}gY$)!<1fKo&m)H2FnO9{xJLC-x8FGIbrhlD~g<MWb8C!7DqjXx!v)
z9md7bpS{;h-{o)(gCUi!?s-FEi_-P|`Oq7jv!7c^FTG5;HJPk@E7Hm@=mzU$YmnHN
zFMViru*>)1k($`WlMQ~kP7jXU`r)yAv$hw{u`b1C=}^fW=i$wv2K(20j!fUakeG0$
zmH2C-)pw6JwvQ*+dm*N6R6MF%i5?Xb9>=Q$X)y~KYe37D;eXGD^=@7>3!aF`iSxiw
zzKss-Q;iGKc54Alah_b=#1}KV_phsKqM~5pZ9w_mwJSdV@^wFXtVHbJPYU|9nR!n{
z%6IUgOII#+Zr8i#PBb%%ruS3oCu&XI1SF5=fb8hgD88SBC>!uS{_|&VyT;On1UE_g
z$g@Eqw@rwqp=KR;$hszTo9=9lQX<lY2*s&$(;lfbr>LxLnfT$kq5Q*(2JMBy!lki+
zir<-QE!Ck>2XrLHTRILMy;u9mcK_Jqq;EBAMCxUK-%Oxrf0u9aGm4!cpJp%|ex81{
z`@zVwUQKV)oKO2!wycmI?L0dp(W|sunmAyllItraa(SbkJ*W8Bw7Rp`QTceHlk-RK
zy-|$Oh4tVS>fgry01cX-5;C8J8oHA_S7aWlHQ|7$D@8O=_f{315}rVYBFJBNY<Rad
zqqkE;qC7;G*jz42C+6E6b;Qk`qwCoz{@`!%bgL0>mo?r%2}f}eXm`UjR@+aX{QVZO
zKZ#YG^r3(-SxAvUP{MItoF@Vw(1|y8G8ztB7QnnH-o3$3TWK69yCYw>r~jrVndj+I
z+ov}(z?ntU@+}y%BF(co&6`u_%m0?4$Cg%9q7$7A$QO?<9WBr7oi2Hsk6xM*`{;Uv
zPVtDRHnl3Jr`;}%_Klm1yU%WSC%kET_wk?_bN*@X!SSCxt~tyj_4`E`{Ctevm)4B>
zj7!~50?tQZR9<cdy(`&~apHW#P3xZ4YiVB{qHgq@aKz9qZtnUR$rYC$&^v6Kra#)!
zNSx)G(##$c`2tY_yb6;PtQu-pXb!G%6bzJ*Q>Wx3ntTigh+KuR;%MNB5b2h0U;pO5
zX_=p#Uz%BW`EsktIp(spvBSFUy6Z!fRY~%NhTQ!cH#_5cu1H1K%igPPD)6==cB5xK
z3h+fGoS6$InnG$Se3VqY7PD@-@^k6q<Yv{kB?r5A4q+s*UY9)s7PflwENU*r%U0EG
zb|xx;Wo_=K3B-P%2mk`NXU87Me%#Mp8lUP)9^HXT)pi%(c$>(R3)XH}$tgZ~V!5Y;
z)S&nGN>1fFg{|T5Pb3qI1J(}274L0F7j54Kx)`~#8ofd)S^H^Usi{a-F8_f_*#nwa
z;P22{RE@lWeW7)tF5Le4Mf>Z>(cQJbd{*wJRL`Z9+?SkM)@B~4xpw*9%}qBIJKGU3
zDkUUeD1YJ@oZTL-7x*I-0;{B%9YIxd%I?PY{5p+%xN|<!szb&@KYCuB21U(P*LkFk
zdKxv)HWJygnnPW{ED@p#)L6N=@@+lNFlwc=>u+i3&gxQTvi-Ewo?me}u)8h#oii<V
zX+N}jUvirj#iIu~r&@b%ae-EG@Y}_g4Dpw{wTE(QQavV!2gsqc5CWu>OlkWGVB-VZ
z@HS7mLOF;1aR#sMDKA;B+kSWfxn1ghbK+iE#Cu%ei{m;kHe7G~@HgazeZJK@KCB+_
zl+u!vX~`I`x)>AvwqEV^5mW>31h&)e_1zo#0j<el{QJc_;)I&EZqPAK!0sy{9Z}s^
z`+n)FzIE0{=KtO7Ch*BKhqgyOH}%u394^M#R6Z6Ih4pcaX`?O)>SrOJk|vICT6gW$
zHP^iVIm7fc6eSu`vQ=S=r2WK9yafUCdG^A?vqydW9nbXP3JOtEUUHNBrg9dSA(lpt
z9SKqLxKL@w)caqBFLNAd6Hb9Y&#jNYmNv-;RF2&6Y^^H~n!EAw-KJ=#F)HG5TrrE3
zncuP0dvjmZ(R~MF;%ZNbGAiW`c?qWE>!tv4nMM=ySG$V=-3!=j+2wwhLeXgIKvfgA
zL6YUhMWJ9&Up2Y~!0OdO&9WK@yJN>j4>r`B!{K}MqPCz9Oh~v{86f~`DPCb&^#nRM
z)MvBJK(d29EU5nuNpEC-Z_`fs;ndetM_YIA{;>Sx3lHr~t(kWik`Ok8Ef2rPPSJfc
zCGe@Zy-fi-{5Fl1EWsZ^-SUlt#*7|xojq}=`&X$AeAHuI*ar?DzRu+V*wbxCu@P<Y
zp_|RlM@N8EEhqP@ty4w#^=mDM4K=sX^`Dsy9p2S_Eup)n60>awJ^iib7XpLBF`}5|
zo7+?Vr9OM{?<a^R$Y$inu%>ku-}L7hANYISHtNKlBfB4etit2Is@h(0H#a9TspH#s
zX2@mVtikC#=A2wpCfx7}6;Pmf2kib6KhAA#a!P7wpelTRuY9Uba7p#f&FcZFH#`iw
zUiEqRjKVMar@62Xs!Tww56Kx2=FVMS+*t$NKU)2$<w~leqh<A^MpA@MuuV$VK@ZW&
z#S3AD;n`U`dCsr@xk+*LYdq1mR%Lvt1*Ows5Qhh+8qbvOiYEK}d&|S<pEL0F;X6?}
zbAaZv>np+3A}{B+1KA8S-=Y|u{{Yf9O))3l51=aTZ3jSZH+*hUY_%{<YEhg$=5~np
zereNY&iRSm(;c+dwdt>stGom+%JafTUMt-|E~L}G*5F;JdlX|jKanP_nsNVQ@mK$y
zvYqMV?%~%u-|k7NB&TZ$pMK;HDg#|*^R}iW?4RQPJ+5jbE3(O}49oJS4{|YWAM3MC
zadS{X6lD|$N5Jbh@eP3D#MhXtu#(i&t-mtyiehho{j#jTis2SR>uUG6mBfgTU7?GK
zobgmO!`<%-vmk1H*j>lm|A74f8(xHl?7jcaV)teoqU+=QT5|b~L)8V8AD_)xm+rjS
zyCJ2FGRp%A!c?GIRq^*aJ+EwQ`JBW;U{%rl^WR_U)DyYGlXLKox31w!-V%TwHsdf7
z9`1CPufH#-s~%w0tbw{*ckDz+x_wAK*T1v=XJjaY`Mn9gc_n2YG*g^=r`;M}oYz4e
zBt!1{Cjrd2x@<fJ=Qww=5Ph7qYNR-dfIpco54|3P;JECDM;>or@erxtT|F#ABc(aD
z-WVAugzvJ|hRc5RW$Lk+^x7#4dj(62Ga`<pP!h-RSQ^FN>sJOlL6ur{XiqX>Ii^9l
zS#c*W6~>j~d^ZZ@vBR}kN4J%?qvdEH4nD3zp|)%ME~@AE!|ndC0?g9N;_J3kT{`$;
zujV=*p_KY&nkweZNC>9A1D+1a7elS(ZWO5dW{Csl_g4qLlLN8q6F+-UJImxQsh@pq
zox_0r+*6jxG7|wrlAaIH#i929FDLJ;-22K7Ly|NhJT{Y&HR92A-MQShdDA6|-X61D
zk6S11SS1`S+#K+ehE@CYl&P~S_jxtmG<sp)1X9!%?_&`$9l*wE4LfDaw93^Dj>db{
z$z|BqgqSDGn}c4jo$Ls<A70<#T{hLS$Jo7=*ngMnLo;kuowj9RAi&qXsbUs_o8$je
zP4DQv+vClPetOEP<soYdNB8X+dSITmkPshk7A6UYz(8iEJSaPmV;t6om;a%5Jp|{c
zpjS!$<DQL6m1u#OD5KHh@t18X7XE|kN(~7)oZ+igHyFC#EStXPJ|_w#Jku!8X9Doe
zuuf&(bwa)jodF68ftCSj44i1Bq|cUaz_yhT2?m;cTL0LRO62TSrFx@*KZU2ye9ZyG
z_LazRTlOE{o>!7kP#IxDag2$BukLtRwAP2fGSTi%EvuxVrZkb~X=oI9pc*T!IXA(O
zVAUGI1DPQTlrlDRrWA_R0bMi+k>hXj&$&IjI-z<)4hJy2ZT{h5?08dJ1IdOe6oi3x
ze>A23>Acpro#-*EYc?2gTL*|qmtGZSMHe=v<(A9uL;F+%;X1Szs_$=fX%nN(i1kHn
zHkk9!Jh)VX$Gp{Vf;0Wtlz=b)h9j$R+^{e_9PCkLtHAg>ot{`TF$fmMf@y}`!~0!k
z{Oofd9d0;i@^CWa%kxLq!H48c@m!u+1;Lk^Z*Iz{1i2!S0u*1bt?{J_==!OS$E|;-
zjEZW`eWx{ZNl*ydlAF$BLSLZbufqXrqqk@8te&LLKj7M3uz%vt@kDX-HJ>@_!0VLx
zuF(J&a(tP^<W+3p1q2E@g9vrghCjBYDjChv&B!|SSYqjS5XZn+$+X|LGSOj^FGcuj
zkVC(KQMakR-a_<>NvlP;fy#&!_x9-gZ76|rziO^1+NMjF=$Cs_zjHM3d#+yrX40wU
zo{=*wo8YZ>QkJ%+?D}U7ZatpDd{D4okh9WcBM6O#js}(?XW{l`R*oC?b|bZ1$f^?6
zK)G^-UKaL5HEq}^3!DuLN!X~Pj3;u)Je0>E!YgBk1jHhJh(`qJy@qKu#Cg_Y=@xbk
zVEY(b4mM7TuTZL&NEq1L<jxDpZE<4@I&Ss#*C!Bg0FJ7)$iPZ)#MrLyD97;$r5etT
zIeW!N<fBz1dgoPICXXa9ocM7kmxvl`nelStpMNbaKww^c_M|}nTzJqmM-}ALwRY+U
zkq((h63NRg5JEsU#;FT_y!@05t=AN8>D*GMBLCgQ9j%y1ra`7E4mi>(6LTD1+>io~
zy+1pB@6H}1lRHmF$8nCa@fiP3vV4c%_t%(`(rK*ss4igR+JGdeF2wzho`wwg8{Iu7
zh}G{7H>KzWW^lQH^<smM;1Qm#hmZswxB0$fm#^>5qJ?=tJq$4SIoaStCrE7>qPpqn
z0c2X(a)Zx5t+}TUbjXz{r8lQ{O=oK%UW&HiW9BU8=_bI^tTxBXd-ZK(&~jv=hy+-j
zO*4D<`#`Bb)1CocTIoPa3&{vx?H~aTtLCzT`qerMc4SZ82|ar9+k`A8=cUd*up95K
z*vivS)3`1M;`Q%h*g*3#D**~k{-iD}NBR5tlCh&(o0ZTM&uq$O3J~~Sb}c2*dvBnq
z^>|ersT7D9uU-25IchJ}Tq=|jz~P0yfMmH>6m5ayMfjd~s$bX@+u^7D*8AS|7uy_~
zDHPr%dQn`3EM<}{3qnxn^=oCBRYVbW(#-rHA1RWxs{qqlH)+cGx4y6mM`%E0O&x9>
zB!H83sT9EG&03TU=r|DIJ8wTFS3oRgSe8lW)lWz3eKW;mrEZhQdvqE-seOyy6j)a7
zURQCgR>Sg;#`DWpKAf$fQHA1gED)CWYHzIg1JBa2XhlYsC~VAaEa#zdv095NmVexm
z$d(N5)eF|6c@z-Ag0={Kl^E^6Nz)p*;W_I?WY_@8h2ZWc7+ywXbrG5_Y9e64`v^M}
zv0!|bw6-m9HYuX%dt@l5S%~CX>t8U3H|71pN>wh<fUB8#`<;-%^!oJO2e@pWtrMz{
z{kC&NDgWcb&k+k=BZtbZ-T2mr8GKMeIsW8I$~znM3Zl*7_wIWEdPS!PF<GQT!FPGa
z9rsRkK~v6*VHz(YAQYc^3ah_9IZd?uY3k{<eHnizBC!GO+rext-jIw4KdKSso+73N
zGA}|BbntKmkGx+s;p)@sX<n4fWNtbM2T@(}Ew=kfgO}WvP-AWBUcSE50Fuy1%dZr#
zZg;occJtM%pNEb91DFvuf2vZjP$OVs`yR!<Kd8UYH92sY%}I77OAT%piL=4Fab$t%
zyBCDp8A=V^S~%Vm5VI^~&4<Wp<BE$<Q3cjvU=x`wiJSjTy~oEon<5~9If_Rx-y^(n
zTt8GQT+BQYv(34uW-M0m9i|h|$p|qo0{}z8{-EqCE1YPB=v#U>52jn+F$)Wh`8k51
zP6;Sx!&SHpijDMBiTX)usx{zJH&-e7qRvBQGMT*9%0lIpZjy0Jhdj|+N-8B_0vBh0
zw!K!m8s1L~94hoRVuh>npUhFZnNMB^d)0T0u+ERy*6v7dmIo_5H@ZrD+au4~t!@!r
z8RU-zz{7FsdeLuDYA5ekQ4S-i$`lYqIcU_D?$fmE+r(0*QD8Avljp20U+EzT^GlPj
z-mKvef8N}@R-xtugC_{bW^px<8gI=}az}4>AoWuO@@QK~V-u5I?04M+{_*T|FiBT*
z>&w>@xAK4Sbw)J^lq}h{w@vn$+s|HgGx(TtE18i&#L>-B)KMb1A+WQN`ztFlAg9<L
z{v)PO3*e0>lflfgw`f597Apc^(NIpRWNKy+)>A|qZS<piqwN>53w0f)l0p#zX@V)$
zS0dKM)S;C3tZ7(&OP3uLWfa_&E8gbWGmb}Wy<uRW$0G?aFe$$ok~Pc{icKODw%RB&
zr6mKDctthd1}q?((kxOY@Y6LbhGPe0VLlLZm32I_M%x@NgNkq-4v?`a@{)rQFYX2&
zGkSM5@!8RosdK)TT4Z?BPdU<|t842WW!YG4p`BY}JA2R%OJ<x0c!Q>sfcDE5R0S_Z
z!L0%tTGA&(RxIHq!si@3=w~iNX-tpl%GnkCgN3;~WK<Y@98>!rV7{cO9m}vtwvco>
zoGwxyKC0!`f?;#mFA(vFLEU6IYl3_+_8G%icELHk2|XUS`qy-dJ32^wZk|$<V-`w)
z4uCV1VQ}`Nq=s3B3541g#!oj7gF@4I$h0;%xSa{y$_5u7hKZuQi6cU!k(S;sjXNJB
z1tTwzqHooW)R8%oAlyjWA~tae6jmcu)K_wVmQC=wl<VUrawyN62Mg5`>akA_e{tU*
z92{J$nzFW+I4=qkASn{X^DTwGyi$M+#m8pr*@tW1$h<(Qt-*PtP(B$;BBW4VnqH?|
z$RFo_PB{+7LuA-*FvkU;2>)i}vE64#DnvqJ@C-qX$MrJvH>h@Xm(e9voSE1G*Z#qa
zj>~RT?YedsmnzS-Vb9pG(ksN2_zPC3$Yha9KmI>J0+HDHVZq8>e{bOU$nRp9GI~n_
zXxuNd&!s?h!vxmF<U0}&=)WUA#4AR<Z}N~eE0pV-46lPeeoGuPLjoqMP5pMXE}NNK
z;eoq2bG1!3WT<Mu>8+T){C9`Czqpx2=M|&2SfLs-mpL-MkCDP{$0&92cWthE-uUIk
ze2W0We}Gz9<|H~rIXe?9^BM;duw42k0p!30L35q*8tQRl(KxbUPAR?8|Nq-zaQ&iu
zl(OSLElmM^0;V~vRMR4;q4se^=EMLl0YUUexZM|W2#BfIaJFo*Cqh^(sx8Jxfb)*Z
z0VA1^IQi9QJ*Tob5d*&dS%EDYf=UDdZUB<#emJAiz(OXs+!|hE(DZV2Ep}_{wgRJ2
z43*tNjk?v}U0`277w>+muwK@|62IIDL*XQGYP4y&h!AxEK^a_dl37JE04+c)ENplQ
zN3=6B7U%hsvKWbvU|CM){QO<~OL3R!rcclBy2ZQ&YZ%B?J8Hz8VPW=pgK?!LG0(mo
zm!Rq9cqL`uz{l)@y+;i}@2w3cx^96FrksgU|GSZ7>?&$`4MAO{x^eZh3zhXq9wXT2
zsl>u>WLber{`%HsZ8x}-FMy4koq39Sc@d7hz_s<?dh>~UE*?1irUVbSR@>P6FyaVN
zD>;D6H0NIpm^bY7<Ft@mcSaC1PlUL?L;QUrPxn~3A=mzfh{!+QTaxZ}G+bEf7weu=
zG+q5tcXI53(7xPuaTWsfp@Z}xpOFX)pvfy)z{Ko@>9R|1+W`vMmB2%o%`#>ogUNu6
z#~PJxGph<Q-PRG$y$U%89Kth+L2im@@T%q%fNcm+Oq|%R5pRfau&T9I9gkasH?_;y
zD*CJR7pGv|1Yg~Z>ZX$2xqJ)5XM>2#Z+|#tZW*h8)AHebo2&`C<=}_JhkqZ92lusZ
zUTiK<tv>cTUg7V%pO$AAQ!c3C{*-*w#<2(p$RU=#y9+2uAKyCuO6JTp-}ATQ^FNa9
ze}G3+)Ris9{@H(<GXDddKO_^hFzs(GSC0G#xbpD4Uv*9VF2SvjrFWsHd;Wd5gN~%J
zK_pr4M@8|VEeO|dL@+YJq67Zl{b|G<BValeEWA2{mW<wghwtYG#I|vkv7ZoJ-Bvoq
zWz@i6!pdAe|1XSgb%P%b^;@~ZXE=(^K*#=0lb;rHXy2pEMq#5APrF7otF0RFcM+#P
z&a?L%cFS4eNM?l^0)o9BitDRWK0eE5dxe*yp9>%qR>AqV_^k&wX!AuR84^$&O^`=}
z)8QAYBg`M%R}vZrWbE3P$+8!h?%VCZKEW1`flhMGRS*NGnOjVUd-;?sMy2kf?M!)3
zqI3aZ{HJV@09GhWR~JSPyF!<yoi$>J0xt_^gJZGlXDgPc)!+TO`X+DA^clFhS~kF%
zh0oy$i8IQzY6bTOW@5FGg8<Wz!aY}-3D}XTLcWqJ{?D0)7;Doq*uts8G;^en7(&*S
z5F2YIxms7tGgC~Oba=P@@%-W6%AYISMsLd4j224KTP*^J6m?t<M@$(z`OJnxRkTu4
z7+x|teK~eQH_p9~HJ$P7JIf?<RAY7nZ~yMovNb{zJ_0&>GjyXArum{9-S(^!VCGp^
zuaZ_5?qXyJ^6Z!E-(YfVZ(63Q((!$ZPZ=zLg@v(%FdKtxXl*z$f&y#U1VCHDWlvJo
z-(zN4?M~-DX==@5ry@p~Galnn{918QR{1sO1}pdiy(lZ@M7vPMuaJsW+oV*K3ctKI
z#+g6>56%P;LPf7iNs&K!b`*MLSc|y|vGhqtcF3__kl}?Sg~t*tO>QyYDQCUM_|9)<
zJYI3XqUD$4x6(9@KF{*;LfCCLYV~n`Jyivl`N=B+o1K8+CIi5wC(rRc^V+J8VdAul
zTE9{SW@lo9AVujFSEJ;ayQIBSm`~SH=Zb&-%m(K`m9I_5etr=wQM%@!88zm%K$NXv
zg)?C2w8etY_^lJeUlKnCIN7MnG;Rw8=I8_zktPea!L)V2Y&OV6W;SY!o*y_JMJ`OY
zq6(@#7Q!~@ZzE<tFU9yg{_>Ex*T9+G>``7+1`MpHKbyNvYuk69Sz)1G3F?Apns&Pl
za0YDV%+>T}yh#@omL{1AFO6t56fS|1oi$p`*`Ku|cl_m1YS}@IX{G14p(=-w8|~c7
zYjS~ec$(|0=1>6fn?E{EjiC;7(nd1%;$;sa-gUl?n%7$WgFVGfGF6DYL7PrU@5$Cp
zJL7`NMG)vngPk&ki{*m5tO1b~9t}w02OB9R^*QXYl2|6()mB}kP&_3Rozvq8yuzzd
zXPN_>pc|o@6rsDN``;PPmKV3qYFMz+Y^XY$9k$7DmAS}38SR{wxw!F@_Oe^XNs*VH
zwssQfLSeYckbwJc%}L!o&L#BT1>4P=<Ib_RrriD-^J9Jtnvj(I?a%Aih~GU0<TjZO
zSU`ZX$@vx@;%FG>Fzrd&&FGSUC{Z*3oE{FqYNgh1I{B=7>YN#j>1y<&sbT*3tQIk+
zz-K3&;c(inqGpH5(w}?55u;t&FHn(#g(#EIE(#v($1;y2S#Q>BuAo$6B^5H)$A;Lz
z@${V55W~XCIM2S@-{kL?6d~tDYa1m>jqPDg9yqNolvFb>M2@ilK<3qOwa%$MH@kc!
zF<#n;%g%Su)Jn6)Tpgn}`c?q!Ihygw8k>HxAtPVh^H#&bJVOZ{?;sMIqtJKVx;G}-
z{jRpv%5euYF?KXL8JB%}uxmA46eGLQz+|z@4|~&28C<R(9fsX-)U>q<EvZIo>kjj_
zY`YQsNPv*-KASag&oOyiq*W^%sagI{tNugKt>k8ZO)_^#HYoBBaKSyFnB!vG_R*VR
zb8nhGIwv;Ja8YBB$2OEHO#0Sl+=J%tP>QhNr37|9wy%I-jY9AB&x#$Ffk%KkcRN3m
zEE~H?{v{2jdwl^P4!@gN>XkcIbhK86a*C1)%eHyVv_+DFe}$Jr6sz}lDzO$qD(4>2
zpJ5*q|DhEXZ&)&aJXY^6Gs&gZ$*_%rEJz`@I;~bk)^oja@d1}wJz01=_4e_C?k6a;
zXJ+V7rsB}8A30|J<Ym@@8)|`TXJxTBKIx;}Cn%KaXZzFqtG)42D1`#V^zNjob-XP8
z!9sU!w0Sx%zw)ig%82dp<aRPA**RnNPl_KFj{hupW(H?ESzA!(^1AnF;zkKT7mPTT
z0KBTiF*qMA_bm%xwEVVq|D~c&-^Ye@<q>C4_$QI+;jfqK^9R2I);k;{rXH{BlU%@g
z6P_N=?UsmP1K>-;Wb-l>=4@H?((7+4s!2!NdPMt+%|j`p6w1jsS6NtA9hV9gUeYQc
zrh?nS3yj&B?cb=C-k-E0=HcufG`-RfGR~fz@_Hind5-WOLDX`&dG=KC05G62f)s#N
z)pwyQETA0o!q7DVqneH!w})+H1>DOw{toI1X9xKeBv8OZ)f&5t%B3EODuk;n|K+ww
z90yV#6&=zw8u$=1UQ>k2bb$eENCg-G#L)x=ZX11d$?H=1=%^IzQR)!Fd>a#x3hL^D
zTLFOmfG2KG(|w1CRU?Bk{54PeCRQ0KF>)F7b9;hw&CBa=jXSb=`5C94H%M)fjp(B_
zk%xz=9c7BI_$S28WX_+Wv4xM*TTFuje}|gbYLN?~;z4GEpJQGX@=RC$8K3d%(sBMx
z<aE|hn)a+aj8y)55GDdvx556<lDAhLKK44`|C4TyKQff#tCd}Xb`Wlmx533*pI&q6
zw2$}2!L4YlfMkEv`MK6&g;qqr{P{k9scBau6Pr#fFXD*p;^8;n+!b?Vhb(NE!=uxW
z6a|>S)>Tz%2#2^;4+r*wIw6d-M{{0L9LXWNvi!@uT58tm^)?AmUV_uw`~Fwww-e<Z
zVKo_NsBX=bRa<gLYdpTV57YSs0MoNm7U0(QN)IQad@e7hf|DP%pF7CfI<#KHTnZcJ
zw>wtucN=A6<DjTn^<aibp(#o|ON=AR;17^Jmr^Q2n`A|}YyWgl;ipy&JC2sE8d=Ku
zKd?M+aTlu@?nxD8WkDsJB{P!SXrOwKCPjGTkYk`h#*VE2W1C6|e2&zujWW9>IgNxP
z+l^aQ^Bt|vd4fG`E4lh~+Bcn(bQ47L$sF1JI+F_4xK)`2SOmgOo|p%FLkW(ZT%Ha-
zK3VZe;5EQ*vUOri`wl<TOd}U0oULVHFH5z=G~E09G#pmeaMZY0eIE{UGREj=wROBX
zh(d>qjJD|5xD-#o9WPW1Xg+?%OMN=zrdII2<0Vq+fDP9dgjKTX)&mNZxZ&mfx>DBc
zz-L`11T1v!1zcWzTln$8TmA4^!VIzh`7pbA)}f?W#Y*8%4!dWpUg1O`)NrSKmI2eR
zVez3-tpFPa7VC3Y{FNpXEYYr)qcwmk7JlsCu~Mzhrtj?^LqdY-z8*pp^4y2Q2I~;J
zsZeMa<3B*Ro)u%*k3O!iE{JyjURH~8vjX4k2ixYBsr&{ZW_@!{Cs*kGZnyup?5!M-
z#UN&9CBfSq^Xt|=iq(Jn_-wQ3EEM!uM%YlhEX~>mfZzfheO*iQzODwS=|_HBn7jxN
z->D4NnR|4k;R9_^DS+!X*2w)1E%SBdFRzr&#(M*Q`hGpueX<(_6%Qg+qJr;9E|;rO
z_6pUNUTp};qEphEhY<SI3O2Y`pLt1IU(tM-hypCp#JGcns3;c*TE8hNQ$}Ar@Y=~q
ztv(#%mAm$1Y#Z1G*lE9!VR0ya^v}CN$=_~#C_}IP@Nm-9=ep8#h+NRSknBYp30a+o
z@QCLjk<b+h2uRv+tZHlmh=8e6AX~obIwZx(-_=d=T5^Z6ww2QZnzo|0cnlCP{wpfm
zm!}~gjYijRWy?u{RdsdRnTWP)vTs`%I}%vucKc9%*^^VQ`9Xf%mGh^H#7AT@0ja;h
zQpUUdZjuwYowi}Oqw)Q_i!ZWR7}0^mbYk)T{nqXmL<%JUHgv#UmLJ&(;3b9=$<hiU
z*E4<uY2vVzctA3$BPjnFb{*cB*CdX1`jH0a`6;H_=!n2(0sKZ62$29Um4gRQfjywJ
z7^q-C(M6CIpp`J1CI;-fwlg9bfY0AY)&fDzc%a(mj|Jo*DS`6R%CRA|u)YJg5HU#c
zv8N8WADgQ1sCS)3jLN5~l2U1FdfEs^294Z%he6Ydok&CSN9G<Kg=M*`$XZuIwu=ci
z^GF<)wr+nt$;$rU1H43fzaLJWBLD=!9pt1$3N<(F-hY6cN0E(Y&&2Rymu-8-xlr~{
zS%Hn;y;oe0eJcyIbBhh7`r2xLHN<fxUVZ&PfHJ$U_R!AR;u8)ikAZAX!?;RCkZ-89
zYn+F0W@e@iwAR$1qvfA{sqj$DnK9elpB+fbZbF{gHy;Gys*1I|hv-LK?Dll2z=|oz
z!pRWV{RPNZ04&l4QS1&i<kKobvK*9XD)DPAH=U2b@YmQLQ2I)=52RGkf4x;1nDuKt
z7acZUgU1Gp@&T&7qKwq$$z#R10hrS@kk`c{p{;j%N;Gx{Ua$-2VK)D5vxYuQ{|}%~
zYKom7{)%#er<)@q+7dvMs;OS<JBn2v+UAun#%@^SIQ;t6S)pWn`E%3ZH(ZTy6q3mN
z1bTLttzG3(&)VPq5Pfra+zDq{Y=eV*`HZ%{R-6~(q+p!pr*(10{pV`r%G`f|avj_Y
zq}oiI7#2h<;(@$wL-S~fZH7bd-j!7z_BK~Got9-OVwX4-`5{t@dvmT$qtyJ46XWUq
zs#ENywr}6Ryo}#dt`k@z=5${?V&c!-C<|><dUf%p569ws;$wPK-ZD{W+>}e5atJmC
zfs!*X?eb2F8#>8SI-zp-Zt$b|V=~tb#mqdYV#)_nkBB)dF~Rh*>N3c|`M00(o>1Q-
zH&iFu%U?-;E*mwTIsWm5#6m7VM!mZ;=Eev2wS<rAj1Q;d-wx^c8aYr4Z|gd_WH0((
zv>~R-!ktH3BU(O<eSN#Xc>}`ZO3c6K$eLM;tH+E!X<ib0n_%UZ7YseKy=+|gR3@lW
zbBZDxm7vKMDG${NI93p4j8{H7Oeu3oR$r0JzkK5P=3_Sv@+~LAH#XNA^J~A%x2SFI
zI<Z8l32U&{Dmh$pV2ifUR&GY%gQgb!5J+s%Jo}muw9OnOC1!ID-Qd{LUAsean=edk
zj~cb!j4$_*KU`|LQbXQZaQnqiw~dm(+iLkWA=X!-@-N=XNG|>lFtKRgvSUx%t)DKl
zzvD$68xbRTTHn=2xBAC_ytXlY=45kgO6-o=@QlCCvMe_+c*EmXoK*X3{vr7417ouO
zRu_f6k6d@XxG)tvW=gQ}4c`^+zWwe3^>4oKNVflCV3sZ2Z2#*p>ecSBUUWF-nN3lE
zwqq%y$^tj<gQC0r9(hqk;im_(r9%;jKlW=MBPXAXno^%b#PYU?8gGP&M}<&~XpysV
z@g~G^@QOIegoYg&Wum;{)ei7kr5Agj?C@hV@`c0vtW}Ae;(UU{YH4rfEkKXi&4^^+
z!<lCkFNgIoe6NS3cYyfDG#oD$UbBOQl-pF&Qe%hyO8@5U9xWj)eS~!9+3MZoVVxj7
za}bEQNDv+TYWB+OGA;D+lbm`e@#U?pkvCVr6r>Sqi1n{5(X11JURjI`%6H$ano6EE
zEVs`jL6giWM)^NuWNaQ&lskg%P7?qlmi<m<G1Q&P^E_p8*9+l@En5Nu5yf_o2ZPhb
z9(8{D%d1bM+owCb8Yecro!;3j*R=0BzwpGVJ0Rts$K6{c>rT4OC#cbmg2=As`MXIE
z&4z(541|x>Lo$QTuVk&{9s0Cq@=EhLtG<}|g9nZ{`)7OERv9kZ<dMS(F2_C);pIvm
z&EqgDfYK=WgmU$lEGk0>$`a>Op&$Y!Q@0+$+AEygt7Ehy`(RC#;lph@`#*mT_<bh=
z5=8Abo=BZ~<^RJ(<X0<Ag%vA|GAGy0OPv4l2Sl!N%+8U@vCuDmv3APTX$9-%$j1Cl
zPo4laYyj-_1}56(#DAo1YwLS%t&P67T-<tZeWrMz?V1rH9uvGtU_Etg{r;^6z}kb{
z6OOr5*524MsQKIPvk{jN2hQ+Ss(-6HAOHMqq<g#1M=gTI%JE%_*KQmi4E>T?2QuiH
zI>!7GV0XhKk3suh5b#Kk*=8v9cJFyWSz4QXVIA2e$f|yDw!P)rv3+~Ltv%8U@^7zs
zV>Vk^Y(KTd=zuHP{nqG}`7sBx&;Zk(yyetc$;NXr)O(MDEw9E12))YLMsAI%@zpVZ
zjVEKru2}r-XgK!f<*Ew#W~59<`(A;?pb&#7PnjnGCxgC~4SUh`36wK>p9u*IJJ2Sn
z&nODztM$8EzU-Jx%J$BD_eZ5CN+z+r__mdAOBU8@Y0(mFkWmy@j@jV9tQtxx9%ws)
zwK&wAXdB`9Ao{k`#O|BMErF!cBdrtL(L19t^R8wyx=IQkvnNmGk;2{sFK((0H+vO$
z|2pu!Q&~ZLX7MeXWRptwh-NPX-u5b#SnN~xO@uGIK{3-&-qJ)?QRVbH8Et%m@X3m#
z3Rlnrg1z*F^l;C9yf=}W5H`EbqSNUPYgZ02;BVRVcXghIr=|KeJHkeee_1t$XY4Xm
zYT>tMqA;)ZN}@QLl3nuZ(WurQ*nfcLl&;h6=La`0T{-RPAy`y~&WfWjGjL1(G?cTn
zgw;{dUhj2G{*a6evUq&t`e&^Kl?(BsSDakI3qxF~H|g>MB^$5W$-*~9l}*@UP{;PB
zS3m#`xfh&ozyjNdN{IF>*EV=M3Wz2@*kRx%;4Z>zumn1uXO;HA#tf3Z%kN5mj-L8S
zYv;e`>O0|$H=C=kevl|9{vn?D)@Hn5lS-6XIHCKJ?knvg;5|DIoicq0ZqMfeMW1g@
zt~Kj3eJ;X24#wPJ=3XG#`4Wi(Pe>*aBoLHz%I|w5Q9MubJun!cgpm+s60e+7#aQjK
zi+@LMY>j&91^x79Y1madM|Zy6YJXw*J18E?)bF<qpBn|)%t=?DAXe$>ZkZ-i9Gf}K
zS?FV4CH>1;!Jc17f6f458y_|@SP%UM3m1XIO9m8+6@?|YGCYih-DK=3fujfxwVwY0
zpp^PVdq3E3)@!Rjqca<)hKBVbZ1eMaK3wkW+=4AWXql*O>&>ld;FJFC@I4y5?tlEL
z^QtA7NMuSEh_5sl$yJ4boTa{Jb(aKLE+~t1&><7$`lEqb1*<H}5jYjI#mwJ776J{A
zXh?co;I#DnCWcmdvM2UqXo#&2;OO_S=TB?%;FW&f#O^G4n2;%KfM0CWaa3rqY(7*^
zF1Y4gMnYbGuFquX<qmJiNln}muK4iB8JS7dgaLwbA_!<Qm_!KR0u?FhWR89&S{eM|
zg}M(0A!EtN{j!5Q0OstI!lPYR-Av(7juKq<*BGj_1*i1nQm)1>G)EolChfIdsgS&y
zT?)1+eX;fMcfP9a6EYwVZUx!)cZK1fog+mtT*pmd?LZ+d9l6b3Sb%Ur4c`0i)Ha6U
z3FXsG&}c6zPy2#p2QPxJF08VJ4@R+QHd23yj(W3(LUh(sRq43Kb)<ts;MK3RWehgX
zq^72%jTTTTMadzt0og7gQlmnvP!$3jfkA1iz7r<KXi@}G__J>*xja<#fyQbtzIxxt
zoehWQyyFEu8LE#CExzl)?U)BssEi$_b5uBEv$rP>4V#QUT-%Yn5HdHnb|q!G*#t%K
z7&Rx+$n1`h!GGG?gT%ut{i4eek&PmAI0>$ubf_u7Os)_?08%7fWch5YGO-j5A){FE
z4W|oQf8W0!H;sMPGmI3XlqEP$y$HlpfC<^X>PlPU_I4Dyfm}1%&K>*rS#xoQ>}p(m
zX3Mp@cR<)AMd_dCn7q>)zq_u1<5wT?Glo9$FS|#@ZzXwCblRei_p->IeI<%9a_?kj
z6to$skRI;V2kjj$usF3tUJ_wS+fUiIy*Rqz^~gU!C$t3$<x~K@LrCyrc%3$5S<=ev
z6d~Y+DfN{^3i>W`;tX)ap|B;)Q2ki-QlX$aU}*t5mu9{A?M2}sY{5g*K#_+>-?=47
z2y(s{r3}jtGoy{PrJWClP&js*^l0IOvX<6kPPz$!7>4xvM5n*@_Ye`n7Rzm-wNG%-
zOYUwf%7jnacAI7gk>(f+!<EeA>M9Itn^_Uw`;(}wiV*Fw^fBb`D-M@Qk{zT+wlTfU
zWoc}Ypg_t>69Ix6Ycb+OPUV=D#8e`8KncexoI{hzj)8!*+1J0DO>P?IS@~cFZHdCP
zwCaXyaF6A-WBs?98Dq<bhib|A5;7g)qgp>)&!HHNkII1<H4j&ua}SWt)^e+mpw5C&
zvGl+#SdUP-)QVeeSc4Da0?qH{mczC&{0G_?U)&-5mJ%_JTd@S?5JKiUcjujE9JCIX
zLsQxFj!!YW+S@8oTXyU->r2f^nLCrJQflY!dao!HHr12SuCv<|_BbG)UFq%l;JdW!
zhV|LEz%v&c?^wCJmBTH!_ripJ>P;oz2srBInoOe*BAHSlLL$$pL#MB;a`DG<wfmcT
z=$`y$xa{1EVIXmem?Cote9~!VB{;a~grz2B-Ka$2^U(~gsqZ!nIx7iD43nV7Qz?V~
z)7ebPQa`egJ{Q+uZR$sg3||R%YcKc&7{9};GYcRi%24optBB$Hlf=?+)zZc?<FMX3
zn;=u_K=%2*36hc|c8DJ)o&1&+C~LQyo)nADkAH%y6HK`DihxA<E|W~gGEiIBnxq7V
zfw!WG<TR+!dLK%jKHpJ6l^QWYHxtiWo||;<6^T=d6cQYO$j?yhOT?Rju9t;ogkqGt
zCgNrQQxW|{ShK1F(=nZ1mRX6&t0e!w?~l<;;VcYRF>iwg_#keyAY3b5!AIxB4dal!
z@`g8sG&&^QgL{`FTxIk8CffyYVJX+b9@cGoc=^23>5s?N;@sIByO6Rod95>hhb<qM
zkhPrZ5CqGxTj*LP!r7XpH@LN(6KUJFU5J@ji+VTorGuhWYr|7KDO#2x>_4|M6pBDD
zi3}PUlqHMaN5M)Y$|jw0N;uyeO$uO;E8DQo)X-_yZ<T9@Z?j-*Afn$eb!$I>@NJ{6
zTZ@$J){Kg==*JPc0W)AGVHY5~+|~>#%kf`&oFMN3VBmqDZt|O!Kd(2x{l!L<x)ilB
zNOHW+qGp{GmDtldrUbB#>DqSei97d)Hb6V|FL~6LRV;vL1xM%<GC5%ssbbK_MLp$~
z$J5naMHEpvd_(Fs!Evp~?Gs83wy(Q>TmLmSPfFah0l(qazJKTD(Xn~9JJ}ph2_3_I
zwS<rXacG#6=4F}M?%TjbHuu8G$^c(&8szl5=+b5w(++^*Dm8RbvUInke42i7yE8c1
zIn2y$7QnDX?YTsdq@FF~A;CiV=-E`=SMHu}ecIdmD*P?k$a=*PC=`&)mXbhg-C5Fo
zr&Et4J^$SDGH2KDM3+uT6%90x=PSXHwNjmNVP$lxSy!jxK^mmdhj`(2HKoLf$lag0
zOI#2a?6S9O@7K(+jq%IBE`E=^=}}{l@!_25<NL2#WT1UpxYeLV=nkoGGqe0`8Qf%K
z$F5n;W>EPBGivj<U9&s3X={}#l-+x;%H*t1P5oRoa!_#mnWGkL^+rKfeD{y86O$pI
zY~Z?s=14ANuG}0IUpKUTy3gmpE_lhZXDJqK-meXE`QYsE&{^H>hZm8UJu_JHIb6U5
zozGc~!Cm_gfIAjiOI>it^1Pf1XR2Hnt=|;%BfAUiiRVy3qr$BT2#3cU0%`r>-CiU~
z3eu{`|3k#f|F$hS5)rpnpWX#NNCDv?0S5~~jJXE$DF>$74%$Ayj)84l7k_@dQ(}C$
zXY0{qySkfuYgdn&82&x;t9NY`D}(7qL$$;)!~=06IP;J%Jorg=xczO>ofnTED(=z!
zuHLu5q}eQBPD*W7r=(-Jh*Thlq#%DmMN!?YQRVi1-At46?($F*{cu~Y2S>I!faf~8
zbH}f_%ay2oa0qm(h<1VX7ub!uP}*I}Z+quODXg|4)|~Q8l?FZ7>4NwfsY*aR@wB)S
zuj)mMFbO4K1{^Nr(FmCZW+n5~#XJ-W!!=Pj`#h*bgX0Ydy!sT*)>9{d{p$DP-K_&$
zO3E($;@SI?f-I&4MJLgYnn!n}2IY!|iEeElU?NSeh$PE!nA)ICTLe~>B$8dl72jq(
zix?z+TMlF^M&<%Qm<&kRc)YHCh@&fAKa&VQH^Z&Qpvki3laH0Hh;{u=T<xr7NL6MD
zI?(g#R_9K<z{-3K%J3)NWuhe0Y~@3dre!Kfm<JF-J{?`CnQ&+)-z!{4l}PbZX(_Ey
z;vB$u<?jycEO~|?P-K*cb8oBj&7uz+`@*N_$b?_{deQ`%<Lw5;q}JKvK}ic>Uz~_l
z(MCUV4j>ZHCTrmiavZt>W`^18);o{wXG19qUPlB>`E{3uM6>COTSLI+xG{sJJ(jnI
z%4mR;n*nb~lR?Hx0{gNW+Gy&y$jhb*y>}mYYbzI?0qmF6D(^74>=MzwyPK`(zQ6qn
zymBj`f6|WR4eo=vQsfj24l8A4>66Qvt2sd?XnEZbEuzc+=z7<9Cj9@8dz;bb6mv>c
zqm6Aw&O&5E?SPn(bIAEnnp4tYmNR{u+2$;?$%Gt>NQhz%2{}bkC=#7Zr{A^zb>q5s
z-SgN@?D2VjKJVA-`P332417TS`mL?7wEgdd{S023Pf8F=(djx{S;b<2(B4MhSTyUH
ziPlwS=pd#1qB1F;dG($YHxBd<$rUuDmLD*N5t|hia@lF(qRggvABzD00`}RX*}$|X
z6%-96x^{qBL~ZvD%lBXO2S%vRMZgkC7n)ouneY)0OGU&%<?Ja3T%x<GjDLQ)*M9L&
zxn4)sVCo8qgo_8&4bun+CAmG`?aa*;1*s8M27GPwHUn_?>Y*Y;*`CNi)QI}^b1zOf
zj=sj{k0ibLoOvQps6&~s*#hcfNdMJUQCTVfzF^lC#SD@Wu=%r%cmFMqR%EYwGa&c!
z-{0!~Cm$s=yEt0;fNlyJ_*19JpiEb=5j8BpWNhf_w2@NA^I_ExBK0no?||Z#C<GV;
zX+8<14W!D8F8m?-UTY4dD-a4B@3)$gaOsbxpq#=%Ag$j1p{&*|n6P<kC;l;xA0GCV
z%b)xE`qGhx=c;|MljZ?HJ1HTa&(SRdj5y7)3(nWrgJ6nEZdOV3Kd|-H)J6ou&6$rX
z0AiU(m7~G(r?vcvV3FIonbGk-z<o+W^qB)ZPq9`HVOssvTrh*!Zcb6fZS^o6j&2)H
zCdI|Q3tCmsdRrs9zYUp)_R<L=Wy*66OqYS%w@AW?C>|UDLZlK3{KtZaNOFAn+DwdP
zKG>ni)_{a5&<r+ir7Qgy`pj?6;Yt-3$K2lC$F6yZ*E~tI*M(}sxPn~iIl~plA~u_&
zSQT+1uq`AgzYN`RXm1Z-jhs*0N-BSFIVN~wZJ<Z`(ef9DE}Iv?%QK96&4fw>x}jiV
zsjD14-lBtgy&mym<)FNQq<Q#?ix3VwX~HR#kiPttKb-h5PTXg%e(w_YfN#RgCC#3^
zTZ1@dpN-<VS{TPge^$d#v@K;nvD5V7vVoW6xDS?%f=;mTp`;QNs{-7Q2G^MS3q_c%
z!&3^=%EagN&wGE~(+`9qI`sTAQOGRf`dQiXE_*sOVfCAQyi+MJ6%!!@07L;@x-lS1
zqDMc6T;74hX?jY6)j#t`%vRhvisgcXw=*?y59_NGB}q8t5#znqrN3U?KwWThEu)M#
zF0pUxix2)ABAx}AJpW34j<zRp>FI%Tx&1VMcj|=&=1Lemr!+wPW1W6__W`?T{yJYx
z)~6zSiC206iZD1F4TNv(UJO308yUy2iroF%FXMOdsm~^tGosEeT;lxkPWgA681svh
zZ|!d$Z5Sq<%A1R(v2zE~gr%J<A69^p!gy|0i2=%@LKkNh_2JGjivew=OKUL}2`x@D
zs#7oT<EK21p1QL7RCuIC>3697zkm0>{&xxxeQMEB6zVyU`>)A`+@zvMw0vlF;o`lw
z_PWPQVmt2+jL|=I`JySaNZ}v?P+&?U5O(`-#f4f0rk3oQq6Lz-BX<wJ-=oZ^K&bra
z{-~r77%<7hI5`Npu^IbH*Ihl7{TqfNg|`<m!7`G#%mNe&RU3$8=k{Q+9MOMqX{NK}
z(QWp%7BMg}H_J@{QKv^?Gy2h4LL8jQTR<Z=I3U@yWrT0*F589|u@5SR1z4SSz5uJ&
znpzM!iw;N`f3RaLAKVacWdn+8og52M;DZo%Tz}7<8A5CX)0yIY7Wwp)%NWxqwbtt?
zEvgMkn})V1vYs|jK=e?M#y+lF2#HNrRIEdyv1fQ}!8c{`qa40d5z><{C>Ol|D5s^P
z(G*c&9?m^?TRuiwK2Yw=Z{;hHW*^^c89g^Z+dGfPLKh<F5NJjD7Uhc)sj9cRp5(QP
zcJe_9WPwsPTaPVPrzlFAfpW~&+}a^b1eJ4Gl4FGF5f@!jAe|~QV1js$#S!v;m*Xz7
zrdoe`UiNKIUa~NcRnfmc&F2EAs;YYQRV;x1rVKQ!S|Aa|ZP7&_$xtNl*piZwXq4PH
zxGOJ>)x+A<^MFMUO63nqm4T(r<G;KG%Zs4C84s=(n(e9t4D>k%*M~$<c<dBZb%0M#
zJ&6=t<gfj+rC#d|3hQ}xtpCH;OVIO-?}3k!&3E=_wug%3axp8r;8ugO>M0d5fBH#%
zpiCSkzlnmU9;c?Ec1u5btRwQKP4pX#j{cIltnK(Mo6)Zf7OPCKP;L_cFD=u+8HX^R
z;cgy#ctiK~v0^i_NQ=FpVaH@LucYZc5*5!8e*!z|<U?rn5|MP7x%u9!EghlLQ2)(;
z^3c&geqK1G@wQ>F5HcmtK>L0xijUj$$a!~S0z}Gk5yf&51&Dl_(@NQe{tMr>GsQPe
z-o16IgJ(LdH@lTn*2vEP5UA>x2g^#sNA?JR|I#8k)E0Xhk$j+^dpSqDs_<-QyfS6e
zNOQ^Ov4-RJjQcy|v#ViY{Bl7^M393a9rFR)rU+)>kT#~y6%}WC(k<k{o`zx1C~14c
zKj-#DYtj0&P#%EX5yi7X88OiDJ-ua^I8N#bu7IrB8!m(({#$=$n+M)nc>Rt`{lM)V
zqOkI5VhmASK90<#iGhxZJZGP^5Dtd7;My7m=C?>_IM0G5*;&CTy(bAwOO=oO>WW(T
ze>@)^kofsaPP<Bb!rpynl6+s9<#4W25h&_jNru#_-9~nxjr7iVR&!qtBYDXr-8IT{
zmbwn>48F4sqn_9f`)&RX07juwM@KTG?o-)pHnTz<r~J@kcS8wIm&R(D7jN)ZhEjsj
zJ?1_le5qIq4>{k%_&8U~B-s_kIzM_i@8IwRIeQB$@U)dUUHp471y+$!RD*&lerDMO
zHioRZgn-uydF>rrsTpSH!koPrTJYd-x;QLVDP2!ena3d?5lRx3&ui9s+RXhaHJyHO
zu42-!DR``~qdJzaAlcF-psgS=iQ=#oQ2+}N2O;630Aj=<>$q|7T#FXKN4%Z{Xq4?Q
zX$0;7Oc^>_Tz=RG`4i@p?N<(MiY6i=IPziI$xGJ{N|Ah+KKdW^mW(3eW&8S8=?E&?
zMjzR6VN$5^?LFA3NJj%8(8iOf8~}7JL)L8Xe|hm*KFxTMEENE*hnB)t)7?ujUM;(S
zbr2I=@qlw7=O$LWc5(0BD-+53JZ>F&p%-z?A6I}hQkQtXCJfxy;rk;SN$G#$OyOrl
z@idMHu}C5GX@tSEl)Zfw3@sFIRj5?F!=^$ICBaTMHUJOU%}cGh*Sk^=!t)Vz2%dvg
zjmI_`cN{a3rt^R!bYvXsFFi~@RrqNd(!xLKSfD>bK|CFSpatx#p8Fo^Le<VX$hJu#
z11fR51QU__^v{z*Dko7c52bs&yEQ9dU$$>1UXI7}gaZJ5TK!G;8mi{ERJ&?_U!#s3
z`l4~I#E-uX_J*#P->$v2O<6FUG>P21%UmmU<e0l~1Mge64lkupS(IbfYXaZ&ThDJk
zv*Q4hqrBcO>`E_l2-;h8TdZx^IFb0lnNy$k`Fm<YmYSivS_lJS$8u_X!ft~-cI|d9
z@WN*`d)lG21(ac##pN4u#rWK=d{N<3!`71don6-gQLBO9s*^vBlPS`StNsw|z*SsD
zhKZOXQ@k30cS1sTDvWW@7Bo5!*ZmN~h|Rl%_pXzt#wKX~51?buTHbtfsqoiSB+sEj
zv6|XHEWK6HEafBnS{Zk@K6+4vUL&q-HDjjM@yEe-$D|^=KV<Kz(3Xo<Z{CD?inm&p
z8SjfaT7U|pkO4%?xjPeU^AQ8XrmLw!Lsp({;F;59ArVx@jb$ho$>509<~|1*6ZGw`
zv%hM-O#b;dVO6X~A~N>Ot+G2aXYQy-l7OoCEHH?4Rk@@2Dsw4EZaGu)nN77G1dEeB
zVCydwe?q>Vr^y3*y?*jWx=4S-#RUr9fTe0^)a}tg?~PM=@LCjXUtltwHkmM{6A!6D
zN7A3&)6CNi7CCoO#QSsv;_hnQS+L+(#H6k`l+tRXq9^JtF*?#vV!qU^=o<Nx7FHcL
zahAPGi<E*zcQ*|?@nPrYl;=9O?a2)2rQG0#hAMAp{;E5Iezy$e1WjI%EJHYw=YAsr
zWcq2qg_#YogM8Gak(3uKbg-tt#8vj}eSs#mBMD2%+9(!eShC6|d<(@lK>W$cQBtP`
zFZ9etXg>U{ECEqTBlr(tZeU^dFZBcW0QqfiMZo89ei>H0NGlKr&U?kR8C}G137vAD
z{?~AFMYl;@0=LNjg{I^nStfUa|H`|rg&S!fJX(V4>d4^|0-dW^W1Gu4R)5Z_p1M+4
z{b6-bpkeM8)yOHiTI3oGjiq*alDz5&@VU&U8T}eEiItAGAwswe9OC{|syMcL1LG`)
zLSi++>y?t+q8!+Cosg@DmrRMF-smI1)iQ@MkE#)z;hO5gp);d_RnE$>c>z+ORhxut
ze~%IfB|JHp?dp_o?!;sZ0!f^rS>WLcB@YRr9wE>V(u9L|f7<&f#C3|e+oC+KaZ{0p
zg5UVzK1c0a&1(CahLe}GeZQ4;=<W1)oQl3Zo+)#0?%LG_#*@gnOa7Eh<<AETPVT$n
z(a13j5V8dkfYKVAOQdhnKL^5O((kSwmof~&JBZTD<?ITTbk#<QmI3|)!&kx15HorG
zb@m1eNa4%f{%<T!@bI4_>F!g7*_$m-e-x=UrzJQZZAEMpY$hLhRM%5}43Z~)?`uGo
zL+O8ld~l!JB5cAL5cS~Sq=D9!p+qEXQ&*SbTGEQ2A_V0bpb5{vAcj5lJn7CMQ@t>c
z&snPJ|6%{sf0OHJ<=dpD0c#McOqmoRzO@N{HB@?2!}Upc8H^7Haq)O=Nvwk6Jy~@I
zdApH;c9^55ZwDtx61;3@e-O~oCK5|~?sFAWuR5_s(&y0=5z37xmd)9MaA>4rCF0@v
zvZ`Q*x%xsfSq0=%WLWq=z;~YZPClr%R++^aD{ke+34)1txq7<ybnaF|>Srq{Q;pgn
zA6^2E^0^Zx=tu#C{Vf8|J<hWm^xDcl<S#4{8Na8Yl)h_Y74p-HM9UjE5sY-LEZp5Q
zm5kl0sM>v~k8=P7l=l1NHwyKT@E3(sR}rk~b6kI%c8N?I*5OdAmo1_uM3t=EbSWx&
zw<8WMY#oM!V9EL{Xylp=DNEFlAWY9NkRz~^eZ|$NQ>Jlz1TBPeBQatAM_abwvtjU<
z!k)zE=Hk0M;Y3o#anH!e^Vb(@c!`s-Ma1A2f2Y(RD!rn?4IjajP2dQIqW7gI*IwPk
z!6psRQsPk8MoITXG9$SXLpp_fDH$@mp>+;W0hZeqnIjL43lJ%1E-q~jiF^7;(DZg?
z$?ocXRp)k9G@kb=<XJ~GyI}(P3IZ<a=pXlcsM<BXz!qH+<(iO9bU8AlNBm?!fM<%*
zqM0;fU9h}=0eItuO#G`EA>=mLhkWGk%%2Ak1>Hy_N<=t8(4lZCmd&hGp=OPX^gzjp
z<o9(ZCJM|R2N#imKz-=>EbqS8ys@sRj_8<zY`}YcpjC?ruo8T_elReJ2nY%E?dfh{
z`gYJSh_3$|o%Wmt2M!FdH4KC8kyBOtTfB=hRzGsm%7R_sFysy-i5sbvQ<*u|^cp6X
zXqKkPJB0G^vQ;0Fgs0Pb10>gD4yjOr-dYuTF=euQ@Yg9!e#&wY9#S$p=tXq2YgJ?#
zIy&^%`@GOpPFLe#RrVTWXIrG*SR@-Ih9exE)rHO*pkK^!ev!RXYP}dLrcInxKg@>&
zmDz-f#R@nMTXZIyX?Q;tWb3o=Wo6zHr*sk%)rM9;)=Sy0i3&yntjB#SP&)pcR4#AE
zO+y1(T35M=hrpR6(W@P6DUtfd+vfqtt0Qe~IA7nAj;toA&l!SSU)AWg;FM8#A&Ehy
z>`^lCcS`x%Jr3r8aQntr2lp>|{*BUDi{c#JT7$pn(n1oZKOE9@ETzY`-@TU^PEIJ(
z1vds~rPx_Nm_lR49`sH{sb|sVm+H|ixnt8G!5!n_(*Ry4X7h*taZdX8S<|&=Xja?*
z04>BqTbBGw?AV8&g#c1cV$=sEYDX59ht_7L>`RmZQyBC{sv_kVB2~~uaK6ktAd9Cm
ztK!te&NbZ7k?q7UF|eiYT=Ya~bhjKc!!!Htt$zOMXZfi8=$;tsU8$$3?4M&Qo+$x3
zHN5iNi5a6ULp)358CAhV8!xq11@Sd6X4N1u90U2aez78lw}!NP^*1NG#62-rAOUfL
zV)t6br`07`(HKanz4a6>a0ftp08+4(42dHx6D6m}A)6!7ur;^74|2A1T?bA~y9ku_
ze*YWNai_Wm0w1mp(wmtxoC*9yJtfYGnTe$9CVV*dmoj-;_gpz1&bY6avAMW8#ya~F
zeV)XnTm==^X3y{VOEnhwx>4zlLvSDE6$vMU&CpaOQutcT%iS)z;sI#)eJ6^YUDLTd
zp*X-B<>W4+IX>ir<cyT3SirNFKD6~rtxqb)6-71yHol8L*q^xn-KQH*e!G41q%<5=
zbB)U|p6Z`T3J2I(J=L4a{SebR-m@$!)1_C;Mac;r!mNRfv}J3Zx7SrK6~tgRlAimR
zSX>5XYG4Yp!_%WfRGn|R3|1PDYpW^jA<{}iP%FK!l=W%VT4QOy+0xFi)1efqL!O31
z@w)LwLnRyq#*VQ$e5hNouMPKhGZT9Ku7dvkBtci}KehC!FBAVxdAvECv1_?4u?U5p
zS~+!c?~5moIQ0vr$9YFCOG};~dg21Ua^svyF_;jY+&=n&N}VvXN$Y$4+X{bYrs|UI
zH>_C9&`68Ufp3Ylty7klhyRUyYB2aNpr1Phn>ew@3FzsVO>m52U0;_JYWW?|a>&Xe
zD8^07>qYa65W^e|2t~2$VI0pL9p`35Y10h9Rmj2#V--=#LJxyRf7|)_C&fRt(_<F2
zy6xsY4Obn+bW+n#2i%mBh_w0&hiuQUN*+O=<fQvtibm^B73!U!43yyZC%&k^|8L?$
zl(oj!0Zbg)OeVeJ#oc_fA1`Hb16zh~?U(@i-tkVop5A}hK5F$$!F~P-Z_l@8hXLbG
zjn4qkgGLC}$>U=<j$uL|ky4Ew&cJwDE)G5ak?ecZ*ObP>9^W{%a_DkidjpW{EE!|9
zwY9pl@k;0T{+i@pAAjund)n>l1#P<Z`Y^JI(`E6x=@zx-!7JB0RqF4|*7t@_PAfXi
zSnjikJ;1ZR_$Wr^$G!4}`kAHEE+!E!&aq!*TFM_pH}sjIjUfgq``y2A@Dr!K&xc<!
z|716}vG(+`_tu4<?;jc$J?<$00~>Dno*jMgh!^nGYjQF4z5n;!G~&mV@6R8r|N8H-
z7n_<a(CU5K4!YF4y{z{2k*^$38~fQn`O{J(m7A0K)^u`gQva^edn5@z%!N(4H`>68
zFcda*3BcynuxtTDtn|fe-yaOTdvoUKlcw6Fe68j6a{WKLu38R7#SHqTm(;1+(^yS@
zcoCH?X9(R9RUpMCU%q_MQk@}nds$Y!4%dIquHlAqX;Cnl_b7D8OPfgIEOM;tuy9XT
zdHAS@$l~I<D;-%$_L55#M0&B<BKRws1V^F)Fd_l~K$PVsYy01o@llA3KH^FiLB+BU
zyIa@}>|49f4>e8!-7fAu;XD0cX1CPM=)V=h)j}^P*=RGB=emE&-T`yLYFmugJAXfk
z>7Ts$Z>-R>_O*JXyepJ?J`hc${jCqihg4oQq&q71-LhB>5bS?o$exy1X}Nk!cd>r`
zP2Gdsj}h%=8J1pxfWzH-JZhi@iS%1N%PU*}qeGG)h276=YE)a?g=omZyK9c+T%jOq
zMZC_oU8ei)+w<SNqILauS+XquJ&jmzgTxL=*x&2{ZhO?+6cie1IXp*ZjTA*V`>V5T
z`~g!p6s8&Y-au#F`_HD%RPOwYRPm~2FWlz;{r>i~*kc2lPiOhLc)RB$JZ1M;Y)xkc
zG>v#B2wwf$@Va|uxbDyC57jnL-;_Ajua1hu@_yv~n|%q$aNw&Lk+AQN+2Qt5dYbmu
zXP<P*q>j4}-w4;1v%R(e7N>uG`;=YNxH`N%dFN4`e9+&uFalwaDa8;`wfFuHu;1Z{
zcgI7f|J0P+<G4Pt*&5~(=XrxwUVxI$jp6lkGU7c}@EnBOQz&Xgk{DYA(RvXQH9EdO
zPqH{||5u*KXbN?<JVR=W{JHTgmpCFZa%!gYl`=#7zusfLVJ9>x&E$P^2V}mt=Rhe`
zsKUfGh!p8d*a{%EPOTlx{Eh&8x(1dHy0mC79*%MbUw=%$nV{-SRmRPxGLtfE*WV6D
zedaQ+Kq&-p9J0Ls0LZ*A#X{!S?%jKuLmY4;X#(v+1Wt*d*RQe?zbY?lx09JL7%S(L
zM5$JTMTKbC>k%=+W6_IO35D2`7|KI=#F|s6MjHE(?&lS#_%H(i$dWr|1EaFu6><)1
z;KC_h+Y2c0=HjPn{^nS(OnA|8^9dnNa%6Pwt<@%P_p<cuMh5oS;^T#HKjQS|2FiZ@
zIzOTqtEg%eo+&ZxX2+B078Ft{u$z>%9uPsU#nDJ)*COMIqlR8oo<4FckU1@Dy4u0O
z#sHuH0)BgEMxT9WvtgzD=`XnliXPzzK>Zp-u1}bdq6NH^%<s{hPr;D1P(@*d>g=ir
zu1CD#Z$q+at_d8X`6T)TiV6Ms4*K=apCsF71{5}51NM8+8Ax+622?zrgf%K2O~bLJ
z<SJ|osQ+JiX4nXg#!oDJQkejX4+wbIA0i8urxJ^Ui>kavDk}2z5o~d}Wu#+)fvo4t
z$I}K#BL!U}ql0J{05tQ1y6;G1-O?FF3ed9bnnI{XFMPYHX;(qPVF1|rzc{SdhxWyX
zrSc}HI!P*eH0c2ll?|<=4gOOSskw;GdLZS-{xx`emK2`0it)-O6l#&UfOCHkoQ)MR
z4kC)EXHb8?A>RK(+wiZCT|PkCK0nKMNy#@>&ufYh6gFKQU@5am16M`J9|xWmC3(^L
z&FR2Ea6cdK&t)^~<_HSNyN?k4^-uoN8mHk4rFf#*Yzb}sV-8QbyX3m<%O|hlSwrQ)
zd4|-1%7}|QHU*ra7{=8&=9sGPO=Ems%rL11;VbF`M<`MiUMeTVU1P^X(SV<wkz4*y
z-BmeTK+>z#$&-`JPYf+hhvy>>9R%vYosU``V|;JBREF<=FMr#ql89($4V)bsVE|SR
z3B97cp-Ep*xSRXPQKI<5JFl!-qB)602&6bZ65ZN#1HLg(P_Y{&5l2ena_pZS9##P1
zWn-MHItYaoTe5CwNfh!MPJFhr6%<I4Og4s9y$(%2{7jT2A84hJVIGV#_5{uT;XweY
z(_zNNW6-q`GPv{w8Kedf>%ZLsRHZgoS?(~0h<DR4F3z;GY!6HGFioD^09<^<uHS(M
z@QOtue~pkJU&LN1ZBDx}L40$6uIt@8TZYB;i}LP}Jue@ReQ%GBh5?au7wjg`^s}73
z+%bH3Xbn&GQsK#E>Z&HmasF`xQ$|#jyyaw%jyFWs7&x@d*GGa=77h6hTnLz@rK>El
z)dy)(^sEn6SuuOT$+%HAX+jzFQs#-o1Vl9D;v@O6z<h+VPGQBs8~{`y1uQyAbPmP#
z4k?GF*1EES(fBz^+uUr(7=^7QGbv&e&0truZzL58%BqG6o4H99PRa7Tet{k^#wiyP
zsKH1wQZk^(n=ei{2Ui^U;ffFnpZGrtF_jNEs>yh!g(t=SL;JQnJ4aUCY_q@0#8YtX
z?O<Ow4zhV<vu8LQZO6VJXC90c)4$R`cfVJ`j>E=8yo-QkrC1el-Sj9?j?c{%BvT%K
z;upS8=qmQ2QA4My$}A1+aiD$+=hnKiQslM41CRE8Lz6^DD_==;u(5~>`GU7&nE7Al
zHOGv<@&xZ!QyJdaETLD4(>j+;Pu!mU(xGS=1WQI|7qcI%snQgyqhW6Pck4qB#XwGH
z{-$N;#dxUgEc}eWB+@tpiXPp9CqoHl-nvOnJxsh)#!s7r3mR?;nFq10CB85u**S3c
zYrEF6j)&ZKfy>IVhsRg%4BWT14DWDgGDwO?ja9Jz8te6(;#O8<`V7=azo(?nu?e4d
ztt(<;R#=B_@BFD8DsMW}GK^wy<B4oOojf0a^Eeo&6kUw!$V7=XbN3iHk5F$${@_x+
zYdwk;^&)JzyAxNW&c9Rr^@39+c{OivU!2yfnpGK{eAdKTsI+9K9h>p{X7i<ME!P^(
zI4YwH*$$;t?@uHfa+yz7twzI$;$LG15<y>if3KnIb>k}81}@@{#tO9n|8($s!fVc*
zzrU^p*M5MGaFH%@<&C*5rhAe-!SnqfV}1Kvi}~HVr_~JY*0r&7uE>&fFGbcH=YFxU
zYKj;WHxAmnJ##jGA)1Dwm0A0l$sP&pVfu~u{qqWYb9NdNZ+fP*3ZDIU=~2<;kPl;H
zZwGeHjBK1tB4JLNynJIroHCtBJvDRa_!}6|bl-_#5yT>GbgYUWe3?k1+<?;o`(+Zd
zy!tZHc$Y}<THuS)0sG;_5^sq#P0BQ$!fN(p05Q|w0o@PB#-AbRM5q&<f@d?kdb73^
zO7H2jB(95!m)X&5l-E|Q`Cev^{tDdPW{z|{E+no6wIK#uQWFb|52#?l_HY=ol^XW8
zq74WX{5df2c<{@yw7M%|ItTY<KXyADZJRT@N0U<tB`FrwczXHpHABKLDN<7rWxvyK
zqQDebH3G1IU6ODzp6CKtFGR5N|E&j_Xk=!6kZ{gJ18ur5e{unE!Ae2TT16>=*LJJ?
zW*9>uZ=A*|w@b%p)2fJzoBhWFj*9ZEBe2b3w1)U%=e+Or_Et$2Pw_1U;2eWz%s;(Y
zl=Ef9_iO5!c_9bAwc(<B=g#3K5&i<fECZT~I<LhFSZEQqikCN+S~=eRQEIH2!UN>+
zna$K8jopQA$6OC0+R^|<oDoS<jtmT0!8?p>scV{kCLTedT;(t~2T7tqZWSSZsL}-y
zCglZcbe2O_$PsnKlb#RCxjO@1V1OO8sD8I1qb{mww44=1Bpz9x4tf5{<5pA~oxxYk
z2vSP4{VXG*1^_G4Z#NrGfZVmr$EsS{a^HpjjrOjQ2HVm$>uy%l;}PbjAwLUN=JVX9
zlJ6?Z+%zj}*FM(vBi&BlKWfW1*mUBThvoKHgNqqjm$!W8)C^-Sk1k!D^Zr?)Gxu`b
z-b3>>wePAv*^|qH@l#n$Cwh$pcysNyy+=!1N3WtiwOP$|Epc^vCdcUFYuOuSs}K7i
zeAl%@8264GF&%MT5@=-4ethrU##YiThoLz-oj$V}3{79jC}KLeP1#S80mdYoCx|j~
ze+Tw$<l)a>$?NAehZJ1qz!+**|ACiBUXFK2FV$7j#fv=>J1hpMf)Fnc6lRB0)|Y-2
zLqnvG-)DbsoG=)QO}?(Nb1&5gIs6XN9&HgmS@7T`q_F(Sq4RYHbE@e*tPRK65|8k6
zEkRX26BV^t6c3AJ7t8J??mo8QTFBJ3s2{n8dp35bdLRx+%x(Gox=vr8hBS+~YlS=w
z+OQ?sRURz~*ibSaR+$0`kCbDIjNH409zH|qy`uiy&1eQtYo_f9K{WdVcL&_g6OLYq
z$q{la0tj3NUw}ggwLOgk-3I*gd#7nwqi=RdbmjRJ9XH#rq8z!{@nK?qJNh7M!jbD2
zZ*OJDss@jaRQRp(v?3mR`=+#&GG>Z?1Q@)Xc5_eozapA2JQBO26^!q+VP46i{suYk
ztH|-LYS{aW_Rp_)kD}~vZgf(P(QMMOxcT{{Op?8HZqJ&L;)!t11m24jRKXC#3NS8U
z0TP+{@N4c0!4N^pgNwpZtUT@oHV}~TFjH%-hyFn{85%!(j;;7^1aKZvY)uFo`djy2
zNN4F0H8i#Y9>zL3hq$?tWP4R-OdQ$juRg~)l264m;y_!({5%7_Cg+X;4XwZpBYt|{
zsURtnj7yIT!o1|2kQ}8^1#&Z($KLE2F#>fwjClu0Y*NZb1-DZ~PbA)&u1G|CY+2G6
z#rW^6-Wf0{Vx1qf85Rs<DHT@-3DcCM77#;hiYbw83zO<|MH{Kt#&tOCexpFXCqi>@
z8`axo`^E?=*~7PdX3*4XFv!i+=T_n$%?PGjWx_7q7NZQ!a}72Bl%Quw#Uf;jp0}M4
z4*=GQ(;HtJP;VO8N4ik5MNDlLQIF^fqY|gSX?sM3ujv@zl^f}?Y(yP$6N&}{{s-tM
zUtIQtChXsL?9STqU4{+~aWwJeqUxiExJw^kAtPR{Nb;!=7Acsse^k<feba_W^L9Nw
z2A3dC?IT}%Q8S^#Il0eo`*Oo#(wB2!M=38npU&c}VlZ}XDASN(0|I4SW&zH_%#~e*
zXlSmJO7&?`z6%EA61jeP+7eS*my^7}wcLzv>%M^oF#fMLR49W@+UZpQ5-719WJZM)
zjA=_Jz+qS@*j(Ad#@oOjPsBoLVzVOJ(B0}WzaD$TjMyv6f4cW3z0?Jt^x#5Z(|qYl
z;kX>WqzgdeE~$Z*@@NutG!Uf`?&5kM;1^^NP&5IHjW9&}dd!Om7Kepad4-ay7$L3*
zt2-Nxt#LsA4{%;vrycpoUXIc1p|(r+{g}og0;V2*#@jOao)(yE?f7{`TK-ha?Ad2y
zcYj8VUe3d_tZ(i7^qRT!L0LhW6GB8E%sZ>rc$5t!5hbw%JrKj~dFGKH_l`ZwtRce1
zDkf(hJxfoO9t!z`>nqAkjQpA0X3>up{T+!XOi8rsa6t5hFh2y!f!fNDBND8Schzt0
zDVaT=BOmKy9Q>&9>osvDRHqe>tP*&<J#VU4LLKnv9Uw;ZAz%Z*ymsNs|9|j=#1OZ8
zL$jN^>Hg2e=xp_Jw*mM&-9jX-0GGs_zUf)As?u;g)Y}saqq$Kv#%^Js^Pf_lLLJ+z
z9dB+$pGn>Pw0b`Oa4t@D@ADI7BH&9xCpn>EGJLetcJCzjv;tL~m$ZjsLx>T3SbzBj
zL7*Zr8X9oNP|W1&!$WHJLorJ^`!1{JMBbT@z>I$hSsO{{{vo>1`dskTe3ERL{L1mv
zld)aSdtXEzwgz9*RfY{ViGLTPd|ybusX=XF<qGo+P&VM2id6dM3UkKv($o8pCW+j6
zzxm&@KVR+z1VrD7PP!^>SGvs}CP$VB$~hH>I$!djzwNCUdId3(E6MPFYxBvlZ|53N
z-;O&RLr${%&~)#{N`zYp|L^?QhwD?1sdHgA<P#kIGJaNrNz(@;B7Cr5UWHo<E}uw<
zRFV~q=~g{f_mVVn)CJmc*D|>__bh#{y(-I5n0{?2*f@z*L_^9D3xkDgp6Bj;(y$3@
zRpgrLhWWG+Gy((N+q|36Ue2)S5<@p#&t6$EMRv)8$B-d|6+G+=kRB?mo6AI$@L_Yh
zA+m|djhaG3K`r2SB~{RWZ!r`-L1s<dVuH$hv`)ip#Zk<kk#<9N)e%a%Hh0|^ifSb-
zJCKKAmPgX<>ZbpGG)g9`AX~D|#5DtU2dJX&6yxQc<=yn$SXlz6AfAZN=^rW$Gh|dT
zedy|in!VryvD-Ydd`<4uFm>W2&LpC^%FnJ*5bF%l#^5R7{>{P8xrT$15w}>bR<V*y
zDn~2amB;8eOo4Yd0KtBc;-C{yBWXb;6pB3N#Q=D2v8n+fF)(7_a@ix+O2e6`Y7e1}
z6>pt#ZL!e7i`1$|fryutS|6s3`kQusoeKZ+2RXazq2a6QtHK$EHpbKLkuJ#wPN#CJ
z1I4z>Jw4!7pS$oYLN3hJn)>>963StTr*h^;BwDO%%uwLI5=Bi|xuCFQ3o?%sKGQut
z<7-X7Sds0Fl#tZfEr5VQo6MaCNQbG2G^KJp<ZUZyip7$!helk=!r(W}0AfS79t4|x
zaWglMKAdsB-L)(4#krBFS9>%AvjM7jI%p^JQ0$;ALocM_7CaB7aB<m{^!S$&`_<o-
zEe}gWNowLf?X$N=|1~1QJlkX{zvy0}tA&G|>{dx&q~UPEwy;1%N)l?Ej#hJDm%>+T
z1cbZbOG}5$3EEueJ)2%nmKBur)VqJrWwdXfordu3$<Ij$sSrfY`<m70KVU%Z_VQ~;
z_pANM5}Bhh;;)uuKgklCKtJAolBxKygHu|{yyDlT>7Ol|(eo`U-#Xr~lSuaAcQROg
zFVF}@rq6vUM6=&!dR@c~%r_15;**LDV03C<Rxpvf`xBOqw>1}ckQwIs+jG0{zFw=v
z8*x}VtmEstUDkkJNgWa>;zcrGH%Bw!5@CJMDEUURwFO5yCBub|R=zLpvvoZ~m@BX}
zfJe*Rw@Tn~6dK&Pt;q8(aslX@A?V`YGl%o+l;fJ>*kyVU%D%4_I{a@8%_u?Z`ymUj
zRRJT@L+F&&tGT{nd-Zld(tl%n`%28mACF&cPx6sypB=Z))#UiW@~qpNZUM}OD4zO|
zaA}y@zbnSC@3H%CDjPgfmN6v<YWZ)TEtva~?$g>dLb{5O7;)lxWn41;XtqOpzdUx@
zzst0W{XIVj(@@A`k5v_Oh7bPsWMx%qAQ+82iFS<mls*B>N^SOG^Gbzcc^c>|>VnHQ
z%oVpR(97sI-Pi8k;d#YPjrau-3XmEHJ5ZzO7(KtJq1us~u`eTM0e$c(0VPl54<acp
z<Ec%?-I16GigKf5jyTLl2n?b_Dy%C%w7(cbLMT(PR6&FV63+5krFS#Mb@gC;1j>*>
z1mb#6k9g@UdG|r?82Sv6QH5#4USzZsk(9E*0UR&P(R0DeHS_jA8-$AZQeu}8e0!pq
zOyRChOMF&xAv`MuVmQ@e;pHv`B`L(#7;!+zqA0Ub18t^RFpr1kQs++HFVK7AyqqE%
zkM#h6Z7;lk`WRCIxujOs9lgr`!O$Ea38lnBgIG__B_I@%@3F1JS^RvYf*kimLR7z_
zv+m{3!6a$N3B&vLSuU#oVF-KQc`u)9H8Oe?8kr+E7WMRI-YpN!kbrzWJI0p##z@r2
zT=U)k0n%P2G_pr1pa~Gc1F(iyjyEGxNX+BLc^^|bzI3zh0@IeG{dv`Slq$z-UESS#
zZ(MDa*GKX0`zSUMWo0^)o74;pf*S&--P;5a2o({<@xO?U_YWR*Ia_U7>p89UL`R#v
zg}r6&zq0QrN>ixBQKe+%ORt9$Nx@^F2#Qh-(HV2xRhM|s8P}!jim1ENOyyX8Mm2Z<
z_Q4uH(q=wL0X$HB$DN-{f7D;GTKMY+DMy4Ngg$L^dP3nn?`GPFh!3I4VWQzVuss7R
zy0jq?SstvcVZ-<r)3}HA1Np})HaC?zW&^=I)rF@H7b+Nf&{k3%NGul744}sP!9du;
z{Cax>UtBw7GxIQ`??AC#zX7v@+$hN+;zIR;>oMm4&AGEvs!U?H(ri=}6ikvNpQAOx
zi*(^4ixMmiwx_jCZ{T`TkLHuW6^6QB@7<5n^Wm}6DDtmw8_$^Gp&FhcWS?fT^c%SL
zzvdok(KpUy0wuuMkl2E#YOA?Sud5lsA|Kp@jmT3bj`%?Z)q_cl{Xs$~Mv0=BfOmB%
zEcuZ<0b@ody8H1u@pid4j|^2FcP<KdR?jKQ(oSrgePv@;s4?hvSn@;gnCHL!V>F~l
zO6P4{bZ1Fz3{}*eI?*Z|#fA)HXj7ev_mXI-3_gNc$wr6-I2yg0Jn8tz*!0?%5#=n(
z>fJ0LncOrVUU(*nB~us`QJa;It)TaN!d5G1x13X1i{$lAoYJ0+>9?woo3{%~C)Pz-
z0;r^2QMPC;jgVtW$$nao4XfSQ(BcgjxmX86X=x5#Oo%iT+|u|S8q0t2<dmM{*_$|p
z)ya`U=)Phb-QPnKe3g42N4&_V+|Pud*dURLu7WXEx8YPrFr2t2<{hDDDk@=kN>JI3
zq?67ns1E9UQluw=CPu#TgI49CCeZk=f|2Kz1*JIf9SaNMLrKAEQHHgr6`E#0Kr{6Q
z+CIOX5t;k!&vUR<h3-S!jK__7E(>Yo-_4R)2jlgn_muSh)j;FWWwvB9jAHq-eRWwp
z4%(9)e5ZwSwWXFQ4Uh(2I@iLK>g?`%qH(8v#~z*&mwn#=rFC*k<>g3iwx<$hfz_*H
z_*@?$BkM3^CTl}=GmMyvMQsF+DgbpH5#wo|y`&Yz;X*YL*P^_S+=zVRwD1RV=+nLT
z6Tn5&ruEZcPa_vsOz8GALocCEf&eADDOoM4tB8LnR&=-jZ#4ATR)TfMdsWDtTAMS^
z$pj}Cz0;0d_I#huc<X<u033n=J)cy|FIB9~28-+H=y3yARDfBVpGOK35+F9TrIawu
zUQ%gG>^GjDVQ#T%zTxCkpDKc|xHU}5Y@5d?>@xW;s1ojTCyX=hrh)MwX~SWl^)+F+
zMDK5tnv56vvWF_=>>2Jr=~Jh7))TsXR3;Sk6|t2>ied>GLlo6U(k<fmcG>1t&J>6+
z7x15XZ4dK)^n(cMKfnv;8`meW{i6NOE9IX!d9X>`m(@yz5K>`Q?3K9@kx>h~i<ZWO
zRcu-En$*s^>f)e<B*Qu;ppen&!GWXd59U#9H`M=+cjkeROYZUNTge}yCw@ND6a=-G
z)bZ+j6hv~Cblfho_phEeq`u`g+O;#Gv5l|JzE#1oL7jHGq%-TJKAWT4(y2Ez4~dR1
z8x_s54^6X-5n5RkPE7<|OV<j(_f4=5kL!799lYdXfFY_pv-y@?lui0_m18%{3l2;I
zuP<SZ<?MkN3WK6ZB|rg*S*8F9+NonN_qbVjakEmUlWP^2l8-#gP8(jdmFwBm%%*Tf
zoj}2HHyF|S!hqwehTpx)b`z<$A7H$E0enNPw}cI+a2_k(DKcu_R=U=?D8kX1G9@}U
zNQHUWxpa{fAin|tFbmB+ddkD>$|~5C%uYjEWl;w@6~Tb5)d?XI_sCbHG-8$A2s*<N
zw}cVKrKIamFWIa|@>r@J*WGi>Ly{xG?j#nFNZ1A@x~9Y10q>h)Z1?TUY%HcIGGW3s
zHcM}rO<7m(BV2-Nq7?Pk#edKs6Tg})He?@&c^-2V+V$t?W1D|>0I}wYCn!G<_)teE
zh0=yJ0!R_C%D@=Kyuinsar*bnI=UZR3|v1(8=??3w(ysu4%~c5;0%@gzc5|#+(8Tx
z82&H`oKA`I$PmBw0ZjhCm`o1nsejVZ&+jKhnPxd0tp9g8qza-*%a4I3OUT*FOPl!r
znO8?RIg1-s%f$tu{#skaXTsQ?pXo{UfLVGJ`I`M;v=hA-_I2W=_`?FWk5eff6oREk
zvFb$m8UC5Qy&sY-TfJLE74KxMLF0D*ZKG7C_eq*sVk^+lBgCt>vl*z?VsZ7sjboih
z<cYPE8%K&1^m@LBcoIQd!HOW`i*xr43^d{f`uI*nP0_DH0RJjFGF||vPJiFgYh$>E
zYl0I$JMH+o_hMTR`wl!D@m!$Rn*ss!<F7Ha1NbMLx~Feq>{f)#imKuwT8_TM)aXd`
zmG5C*@%~V>N@s*+=-gwpX>s{I8KdJNp;e9OeLG}@;P0;Dy`qi^*)<JN)%Z?QuluGW
zeqyA^K_-QREr~AV)!d_;tvhr0wBnx2W*YHEV1W|4gv3W936jMH%!*x0R?Wy;Ce7lo
z&4aZGPecA0%^u#+;D19;?8(*z5ijkMOf?Q6`X_tW-5=)87T&3fR=2|2M3!y5r2V=h
z7xYnLx72>qZ^i;f7+EDo>cQ2L_uKE^z<7rLh5T4JAa^moU8XfsKfEuhv5LaurKW+l
zBX9gyHDl0Ri1Yq0w46SBv@33W{eaGtMA>oue;<2QeZs?(g-cJHE=*o-5iLr;(KUA%
z5}v<5Lj_QTxW`4Si_5V#^GgR#9eAsRIhq+8GFLoizB3@16&jrsabf3(4GRkX$cWWE
zRNi%DM00WZXlD(#zK;&RyJCGma@g_BjW=$-_244iLd4pU6oCFNZ&>0=pT%odEE*xB
z+I8{Bo#pO4VdzwC@R0{oVhjINfZNd!aQNvr>Iqs!CW52xth39PcfhBvXD{%U_Ij80
zA3vC!y#2|?{UTp!BoY({w;H&bvp)U%NH~TMkm)|K+uE_|t$K4*Gw*wm{i8@hM_cRO
z_{NFDe?5SYK3wscrR7d-3{8N~+lg_{ow;Ch(zrk9xY+dR)SpU^Hi9@x!GBJEJhJ88
zbN<Wu=MBaF@i6S#D^u%a<=yIxio_xHrzdnjoZg<$*FtIf4AgqB;<NO~r*3||l5BGG
zqIo|+CYNxRC+ZvY{FyeLn^94xsc%}f?Eltx`1;<y^AUMUvug)4mg8KN=Blc@Ys<M_
z(*O$Vs&!CBTS~kLpd2Z2eSb3L_wi*~*hWk_q_}vK6hq~|UMF4Kw?_)zP&h(Ra&6AQ
zvs6ez(Nywa{q%76^H0CZ4}QNo(4J=RRXbjnD0hqJ;X&m+bD7d(<ry+ORmG1KMKu-_
z`UPfl`3f^GTV<tRuQ2*1``(ydOMDZlOli>n&EW1YDV^?et(kb+-B=yaknea$H=kh4
z)k|qhCi``6jQ36Ki3oUF9dY)T@D6~xZM@a$st2+=t9%u>((6=HbK|6Syqm*Z{su-%
zFK%a&deSgzE*s-D&4*F>C>HUh`P=6E==eWLk3NS8?N+k0CR01E<&kgkYHnaldomn`
z!knAhB`m)Bq>Ndfn(f1V&wE6e9ckEiHr@S|?YV}M<JFCT?*IUx6#xbR<qo2j%=M~v
z7SEOR8a15Suk#8GghEI(05Kr4r0mEQ9s5qV3JW55A1=^zrXW?p!{L;{ovwcm)W+oa
zmO$Rwdd0CRfiUaR%dHQWOs*WxHxNg~Aw09hJ=tc+g~;0yZE1I|zn|$ll;_iB@$<so
zUZtrZB@|B=+D&CCUjS9e>5d@p+e=b<(ilkwGI#V}$jn-e^}woOz2N-Dy*n3Q59OJe
zb1OL)S_d>;W$dRZdXR<gaeG%xNK}?nd`s%EW<W^nPw04LGM=RDJC_nIb6wY3LXDj!
zM}@g|vUaBs^!{z58l52&k<tc2vgK{8{7Cr$a^i~C@rc8_TMf_$UC;Pk@Ck3oE7Tf9
z4I7rCZ4#**B(V2+fMMVC8^52H?Td(t7Pv->HRWa@H-P4O=PrK;yC=&Ic5Bw`{k`YE
zK1;gYT@?`?UR=pIoDiq#586n+stdmr@KW|>cSY1#FI~y#zA^`#p~_`zb8`EbfA@Wx
zhExa(IbbwW9Ea36jm&J?HjB%-I`}y(4;wnzR;i}MqNcodRwR7fwRoPMl}+?>L!<rq
z0D^jo*_nd3iVts}1v?F)9MIH>V1`!^PwA*8tOeDy@uYCCJ=C^DNvcVts?f7JcXM`M
zyyXC#p~EKvZCgm$Y1!Fjx&mpNPchLjEq29lkQ@QQhS%tiqi*S|v`Yd?3YtVCr-P9@
zMWM*^_{UB<*<36%^4<iBl+Ii4+<x<(Z72KBoq<mHYxAq$T=Ww}bI{SQXRNA%p$O^=
zL2l}$@rj*b$3{MB@yS*@H14kDeZ_M2ZAsze^~B2;UK)t#mCYRyfx)Xs_;sn}@8-fi
zV`;W+n_@PXx13)Gjo(!^%*z|vMu=z#fXGzyqkZ7hYwG2_L(yKpkCyxt&7X&wrGl!X
zs+_Vgo5KcrZpIqQ(VW<T;!o%7kJME8v>fJZkd1dRFxatB%4$NEw8`#8Q&%}}2?T0G
zR|K{-zwXY^Dk9OA@h{R3P3ix6O(Mvg8)P2Uns_M>sygq4GYK%;S~EXe-}*4aIz$gs
z9gL;~)gyQ{7;4><L+B#A{_Y(`=!`F+X}0XzFXf-R*`CddPt$siG>qQN-%@{r*0G!W
zuQo81-B{q%#-FJ`j4BMp)@UwCcbru*1ZrDo4-w6sVpvREcQBR&U6J5lTP)3yvReGF
z*sA-Kn!QI!N+8+vS>gR~8^qtWGV{_^Bgtv8>-|VkA2ZOzRBy@l-&-_7^jM={j{6{j
z-K|#Wa78Ja>bYy9OF3RJzoi#XmU;$Q5XqP^6Vtb!XZSabei*Wcs|CJ=p~XnXZ54_g
ztNOt>Cr!>4>(O6bL3Tk^-;x9ek8nl?RU5Kydnt;BhP@~B`*F%p(zX8q6y{&Pi@JXy
zi~gNfjTL)|#!+zo_H$)7t_U)UH`2s7IABjWssN78avq)205s_t!REzozG(<#$D&2~
z;G7!PcMGO(>6t}%*6Xa(f2(*E=_4xE6lwwBrH5zXlG-f|@2iV3{;*(;7Lg}vmuTHm
zMdPd}rfU06RrKVy9MkZKJ~XyyaSGQ+SH^lUo(?<KjjlGz*>hzq9Q)_4>J1nccC@fZ
zMpUnVEMZQc_rIZm%yWY5Rc%q`BWBA#gIl-%-k1a+9(=cmoOyIUN<Kt#eI3uQAaK*9
zZy}G+yBf#|)t<#Of$!U);-AxNZ`V$x4O4fr@jWC~v+|OhO+3g3ED_Rj4Z2GiqS>8n
z>QeN|WU<3&HTuNz<-0i!hE#S!SYg`g-wlp|j-+e(XBhG(JY-8iZr3)F1643|1cqM#
z92QGV5GKSO?2@Di{sTVCI@dUHP^SigMh*f`aLlkPbsFg_f<m9R*Nr%ls4{Ax)`y3o
zO(>Fr5hK`=njg409*EQmfPG|c;r7yYIXyV`&qePT_hYN4P9eRKBhUyJR<LX+M4F;_
zW{k{&hvy>}rs>=3SBF`UsSBc8c-)8x!~jyYA41`r4~p#R`|YehV*DwfWMgsAi7?48
zg73~csDKb5Jt;p-(+B6gzpHzfd#v)QkP14xURwvt5l>SPh_yJmL?Q&o>!^HjPfC>>
z$;PLj-Gr57vlDV9HmPK5XEF#iR&wf8#($sSj1QALNf-CShvL77Q51b`P&FDDu^2&-
z$v?RYMIVWC%6MfQKq(k}8x;dsU}7yw{;%2a;*Rz&dC`KE2SAVgDJkgul9OemtjMd3
zz+aJvBGHixO=9@7cjycR8oSaqdTk+o^3}&I0#T)-<8I{jt2?%eR~N+z!DkeqfHRHE
zDm{C8!aoI`Cxpd8ITUtY-v8JyrXeYJfJE``{G&~Y!V;RAOX5xcJgv_)M&1R#C@6or
z+%PY~+A|Hc60XOq(ks$UA&{-IL#6NRzj!^a5ML|MB0&g5CtCwOi0G_-&Q3~K0|1*~
zkFFM4GPVah-@hK8$iBW<muC2TkUB1@D8_ItLt=IZdeCj7#zpA~#atnTQbwT35yn>=
zC;4Tqt?rOgRgzaVrfeJlL7^QUp9|2?K+GnxDXTeUm85Ef5}9)RJ5osl{>uJP+ZBmu
zk4#s4>IiO^%Pl|qwpWjzf}JGThdz$j@jVh#pU-Z*X(I0c#|QdYzEGc5{^m&(lzt|b
zFNKw9s7TmnV0i6NK*HPZnYoOcA<74tA0w^j^Pa8;YSp^d&^sca3C`{|et*ZiGM4nn
z1CmnAp5`1TD6K6Ji;Gk-ofwr9^U{I{<^)r5iL={Jryr^TUhF=x^L}cee|-=~($Ym^
zz<i85<=6(HrD=iIMbfHAQM^timDc*S)eda7!3BEpQ1~8Egy`#-4c9q*MPT<Z!eOcL
zfDL$D^jK4ET^=vVVT<Vo1Qj?J8m6=$Du>T(SgeCd-`>9hAI?%GJ~cWFWFZ->D5=|r
z;SoNFPC)O%zGBNGuP;_rAGi-KRY`2Zu!|BRn@2OvI_0$>7uKsa%%=nhn!}Ec->aUi
zY?mn?iT6;7;tUuxqd6mM_4-ZU{2t9}e<`)dr^C?$uPX^{50>ZXpH_@l<#^0_=JdN=
zlRMFh4DIxgy%E@piS&J?9#_m}lb8MJQTtzsLXY{@_slE?W<gY-wtM%#6Ys+`TexRU
z->WEufK~B<{cS4L#+%H%O7wVM(?)>3gN<o&*`HRue_poyp)&K|XxEUo!2;b#c&r9I
z?=6@*QZ4LZBm&B?J{fy~(fgI%jZaT)FFk%~`Xh79SPAXwNG-nn&c)Gg$8fqIv@7J~
zy!pAsVUc+oBnX$Iw@s(rF;_*eI9fgX6C9h$JoJ}YHR87kX`Gy0^+0<TR+W$90#G&`
ze&HdWIv5#tRwe|_QigzFMWNQgC^-q6R3z^B-_;O;jcyJ2>$H*F{r`uga}Q_wfB*Q#
zFo(p<F>3SK#%AOYa;Rn~+Z<*NA;NM#B}9F6&~lcV*~Xl5*f1f-kPeRJFo#e=bV89R
z9YpH$+xPli*AD;e+I4N$-mkr0_x-#dk3&Hyjtg6G-6STt;Q%GWU)nkHH(AdIg)LZN
zykHHmoM2@Lt!5_6$EIk|b^W=O)k|$1eSksC7aKm*C>ZV{Vkg{VVZ0}lY&TQjQaEyR
z3g3k6>=&`*-yB#MQtfucke6F*R7F&PxWwe@ip9p7ep&2TzxktLf57&)$FpOF`iI@!
zYWaHDZHI?Fb4Fm2#N}OyG2a{VL4Ovq5kWPaLneWh1-I`5%!5n#L}a}kyS5FBCt>Y*
zIE`XBrB<qHO4q-5kcg;sq}b-y`FUs2UuMQn2kVVc&CmY|S;ndZ)URKb$jZj<&Hbit
z%e+6BB85lVF;hTVSUv>L!H$^OxqczYR?KeI|C#93(D6tx&$G<B4Q&7PUMcU;kSBV8
zKxE*@Gp;dJ=$s6)l*kGhNI0@c$7u!%h)`F)T>%)&`XDLZryWmXdmBl&j%0*rK0(@K
ztFMo}k4H^k9nz%>#f?cJbJDgG9sVZ{JCpVyJ!OMihm`%>gUt_5xk<6zUQ@=4YVK2%
ztf)9D*P<HWR?x*VfM-Bna+8dsiZ5Gy+ibh!ofP-5u6p+O+J68QCZKiR3J`=0(5Cft
zGoV#2`psq?cIPGF;?y1pWfd#+A|v#xPCl3SPd^^aKD2iTrH8bq{5}K|<S&ATH&}8T
zd8mllu)K3zT>`~@NDQe51;cS^AOj`X=lZ@#kSiM25UGCns;>0*H+fvd@zQMbZ=0zQ
z-wF#~$A1qWt&fDdL{_D~-F|&R6KD!(e(ipsa<}8cJ@4%%(lBL--?U83lvF|-4i7zB
zME>q{F?CkC^+DaUdj@Vn$gJ-NhJ8PPoNQLEU9L#cHoKT%KaK3h*!S_J63l5r=e&}4
zzrA}PNJKONNn#fJei_C?oG1q(0m;eyq{NtoowSv2jV)5q;=dVhj%+8^TP}ca8&Xjw
zo`$?YOe|J_#I@c$F94*%0!6D0j2sLk*MvBiYkEN=Hq$a-0Ls1z49i1wegxl#s2DtY
zbav_61;f-J4X*{zsqOPLRP{hmo?#fXyJwLH{G6{SIjnm}z0L3K!Eg{s8}oVT@PTWU
ztWdu{B_|WFpjM}ETq^5UI&-;Y>8varw1?uPKYey`Qs|kaH{Be^oIZU#qT!JPz51Z<
z))lIzHz)T123mO;XsW&z_xgLf4L`FJM3bVixx@JUB)n@YLYo#RKDQ#{6vQ4mw9kS>
zFmwCEQUuA?)5@k+K!kxRc-AKMQjz$*9k9?L3W_t?c|r{9yY(~V<OM?}KiQXzCqqUC
zShhLoZX_}VnoK_?$3hRkOo7nc&VGih3zbtj&W0$4q!^GOHKJeX0k=t_1VLX4f5?9(
z#B<J}h*EAQrOH}{NMx)MJCQ-*goR&G%~T&4N5=}DFBdTHmH{<CH;EkY#ldu#JVcF$
zBrr2jyW+ByhtKFwzbNr>o9Fg)tPpXg$HNTmGX%ty1e;0VrY|AKT(}4X=&lhDrk!;^
z)`uu@9MOL7Cdrk*H=qu_E=3z4eJA?%KS-udaUc_lx-QUIt@|B*M%f%9hWcCLULGK;
zLBGdwUmAmeN~JT-BL>)uujY4d3sC}2yVI$U9zXkjw(9Tj@Y31y9bVucwZ}gHdtg2E
z>cI0IjmF34exCdqC9zY7>@!fmE?<ujdERQyu==wzD3*P<I{Iu2)jprKf(CzJ);?<6
z;2)neJDM0_Kt9GZ(7C$$CrHQ=2tw^{WrrorTuX@84L(=4-{+s9aMe23C1cD1Q^hYP
z^ZPo_MwlL%ztaNRqJ9$7F5qfuLk1EyNcgP(052$nFJ~fc-zgY}#IT?WyLL!~+2woj
zZFZ$%Hf<|kQb7h1zGW+8W8ZItXPz`d2@V>NT*QU!Z1}ysZA>>?hv49Sx7pbf@8dI?
zg%|ySV`;ryC*h?-3YOiSpV<H6>xBkD>Xc}EaC6A3*LOA`$LCH}7Ci(5q6+mVePye-
z@>aks;G5p*hjZ*_<eS0WkIZigyUwU5qX+NyeoH4{VkA&g-(uU6<;h8h;9DQ+U)|rn
zIO?Zx=1Rrov2RNokQDpVHndjlBsyK_ER!VSfP;tz0A$A^Pe@2ZhUJ-fE!81X;Gx2#
zsj(C>36|Xr=!R;yE5%6ejo<wGU31NDFI8px+vJ<^_%M6!h#*ymEUAFx`z0MX)L`Ey
z@*cycvozFcV>T^(9ZD66O;(3fgF@NP0RilmHJ}a!fbdS!x6PE|(aRP~&o0{bR~RT#
zmUFkhk5sFQxEOl%1Xt)Rp)o{8%Qb2W%@xanZKaxnTI<ZFxWf_;C^uF`<B7~9VaZ{u
zeahw;Ry)I%=uqDgiZ4!S;<*4io3ZV(-2)&`A{S#-OfcG@^bqr~h>T4JU8;Ey#!u4Y
zkw%k_rPFae0_)GiBw4QuF%#-aoa0_gl8nky^UC=8*a)(MuIj1d$V>C-qFNh=CVO%{
zwYInb%wkgzYH`_{nLJ#WFQ3m)s=U<gmE(`>Qj&=aZlhp@fRq;qhIm(J>@=(XQpXbt
ze|Zu*$_{j5v@9z?kfV0upM{_9M(gYf#VVZFEq}wcwmY<OgflLJGrQJc=YQGoTAn|M
zq?%hDyu6OP4Bp;OZ_G8-4B~{@^B@ZP+zcT&0@{s8)dLEZm+2gXSg4x;(Q9p$l3{*|
zES=Olr0r@4DBL5Vt@$s6mtt@tT0+pmExam45c4|FvlFIn1JCS%wv=kPH`G=nCL_bn
zf*8N?4C(I+V@tf-Ln460^@X>WJGL)aDZGHBFj3T?Bs&E;B}l{C%4kN|nFb1^@;R(M
zolFotxzMv9HvH&Kc3UDMIa~6}Kkr*yA=2rZ7uWDmDfgiEq0$Cn0@E8U?n%jL);TQl
z)8#&uGC^CWpcrr2L4ZRWvLkjb4e+8=)M%g9u+zyb5&HhcP5-6%wo!1wVl|&3q%v@2
z?aR(pa<9KpS-7;)oW~(B84yuIE{5oFWRu8FHtQ_v$ntqB`!srKILy*Yc4ubx_lB5l
ze{a^&ilt2&O7$C20b3U+iKz5+)+RDl_}W3Bb=%ReCt>mlWWcwj%9G|k3v(-q1VG2*
zCx6c&z3;_O4%Yd9odwq$H*|(Ao(h)fVn3^W=GuWM^!;rSX5DuB>;o6dfu7f;AI7(P
z3G40HOQz!wA6<`xWg0TpBOFIYd){y7ZltZ7>^|7It9RMlmSCdx`CM6RS`Pwg?f>PN
z_|an=8g?kGrofgp>BvDanS3-hMFb4DgYg_CW&6?^v-A73!zfHD6o(#g^MOOE<W9Wj
zV7cXCMcy|G7@`Y@lA@;nnSAN%w5Plq>DW~gA-UC{Z`*ztcgKD(-wm%LXC$xbZ=czc
zoaD65zPkXrejYUn4hosHue$Bnl(Bgd9pPgHA=|}|r@^0;zj&dc=enIWjPmZUgXPY^
ziDb!ylX2!awVHYRNas@-!ev}>BE`NuvFWQEvP#=!HcpU<gQ3lu^~G$!niG3Z=U*z#
z{yrpQ{x6>AI#gQ3lYc3wVYxZ(G@*vg#`D(i_l6Mm#5s1YE)ISEHc*T$&7%i701zVH
zygirRBuSpT5}?(sRE{afE@uCk`**kO!+JO1XKv?l0@{!ww|JxLU@I~SaXn|y5AU4=
znI`r*u#5voDH+vlK#(epD@bg_Qhq9RfC!kNMvD!9!7QfS<I(b*$NmZ*)A^Uj@s)#^
zd`^rVvF>1N!AS$94rz9VwsQik#>Gf{ilrB=BW1&nnMsnA@*+hE|K1X&QXuA55E>z<
z^YPsyrD$@a_-l#X1;ah~7ji{SPu!^)hU7aTt}SpK<jcGxmk7BvC>kfXvi8{DOZmJI
ztaYc?>`D~bR<it#mxb%3li}v_XAqwQj*qVGutRlqLcj^>wuV!Ta(*bVTdEi>)pm&Q
zcS|YKr|hC|oMS-G_;2DXg(VTI@vNx#uS9PqEd9`oYeCu)i~=jr0L7n~Qpy^W81KHB
zdV-xfjgZ9$<9iYV1SB(WW^K~NLsNr@Z{Y@0g~yM&>zOF2B@XO9)~0Wa-G+x7r#^}l
z&Z}St3CG<89;P0yjo75ON$^-b>kgQ4t$&RV+6tU&Y2PU2gNM@9=bE7_?(ALay7wd3
zw~MjCfNx^`5B5DTQR`(F#0it{u0%4~0clRK0}|W_=&SDlQ&5)Nv2?UWa+b04k(kXT
z`-(iHct(Jr>6+NLGOOc1F(7UuK@1%rY<@#ltA-H6LX&Ksrq_*z_au1Az0DL1b*j8o
zm+1VQXvXrJ%`+FzwEEvGgNMb?`7sazyVASKkz3}N_fPyef$i_Gi)mX;QUsZknn9H1
z8J2FS7u0ruC{r4t9<D;SQnKT*TR!Bvpu=J;(0v0%%%oJ$&&Q%;(HAL9C-0~DA$ksz
zk72hcQC#=@P|uL)I}GnHlCL(fyB{QAgNf+`DrKD|AH71AzMv2bBEdqA|2e;73l+fu
zF4Ff3OgC4*vb9KFxMD{}l$#+@z)u-$Vz?L*B6|W64ApL=v)d4}RUYM!4kDB=hg|5V
zyTh$Tu*7aX>_L!6M+Qt}Y@~JTUxWDgD<@_2BAlKwiHm$7lHi5EUS@lwUt&s5B~55S
zjVwTj#3}ppX6}8VX@B^%a`lG&X>We68{4&Y#6^Ma1#Q)zYO=zbVtX*aOO<_eFfvJR
z8skTo<u)iI?}D6#E#@Fe4ABavcm<JWss(d~SrnBPQzzw;?I{Wd3KVI{rk);G<7gCI
zn(Fiwsl}DogLR%db$&suQCmAcET7vjQY?vYzA6XQ$p`O)SXppG6^tper=NIF>6-}#
z`JDXEOq6SFX$;bFC$$6OF+cp+K`6In#>^BvI~a8D{>IzE2Sw}l`Xiofq@f{g9XTwG
z+7U=9fFGsU#I?vH{&Dlp9`@Q@oBgA^#{s*N?ma~;XdwaWLaiur;;V2hy=%4SX|C1m
z$l#1*7Nn?T%)ANWIY?^WvYqoEz<1AC4{i)^ul?ICKSP6hhzG|2KMo=kcrW+gUkD^g
zyI^9FT4?u+G=BoQ-D#aC@cFJJnaIewK>M>VVMzf*Ngk#=4dWrTD9Mt^#=S@qTjisp
z|C_k1GJgf2uwm-K&2RxfqHIH-;%#>m{+HNT?L*b(7-*Jzxe}dEv3WQ&d~%kL<}A~a
z95&PZolR)|7lkF#sY4v6!~BDZ90f}0@tdHoEx^J{vX#=m++n_;!z~6vNwR4j{9V-3
z4^JW{irjhi0hHt@a4~cX%jLv;a1chR{WyH0L)wL)p%SOF5;sDqT8_+R*Z$JBFV$%i
zeS56@-qyo1glv(RoEX_Y4Z9<z_xj79<!t@Xn_MK6tZ5Ji4ZAy=kpbk%n6sl_7VpRw
zS$w>0SHTRz=N_fRNnwQJ_xH_fTQv%ElmM_51yvFc02{2%IgBPc+6WnAr~VN>kh?u=
zDeltfkun#A6T`@XW#|>vZ$~D4K^Tmufzr;^%45JaZuy6|A9#UFZyzn#z1BiT=No8Q
zwLU`qTp1?4toGi6TfBO3LV3aYvXjOChCRSXZ#`ufsN|PB)<^yRYj0_q<=gvdatY)D
z!qc0MNxpc|_~EWz(bL=<&9G~iGBo?_g)F7lf6Lj>dC%132l5!5d<&mlnE;e)lMume
zI84VUPqIorG&4K(n~%{S;1%qnI&y(m-!K)MiZj{QtDQ`xkliwNIr$csW$Ohaa(2#=
z!lak%qsx)1>24|-+ip5$*?lW9-H!8<D1Tzxu8lO!R7A^;t>QfBGxjg_1B<>695nH|
zC^9J0dne}%KybX*ha`I`ExY{VXDdO`+ZI@f!$4%~k5o1OH7s+`PU_r$04-({usMhV
zZ3RdhGEZ2%B8G?A=9q_x5MVG)C;_#NH%$Ho0K62JvzgN5$8@`)IcP+6?EqXi`cqLd
zFW}fu_UN8Esy9<Wz(}%(;D5g&%_8>j>?!UKJ$vSY#Sk)v!X6<H;>cwXzG``-YYLzf
z(9b8);@y?y(d5pA8yzmrf|&?0f$uuwS)t{`g9-yTb7%8YN@t4fMgId>!Ib?x7~-G<
zLfaf9^t)@v(8Kh6ruo?z3*&opId!9raTqUewK#MJwN)_kaMTTU$+AF>GfeVE=Q723
zI)FGSkZiJd*g<6lBwL#8YC2GxyyYS1%DT4D5s)T35~SH!4TJI^NzuMdY=^97KE}o3
zY~o`tsf?b%{1)M?6ETw_IhBOfsDI|p7WQ92cYa;x!3xy}J0gEqlp1Jo9=RcLN;0LA
zs}N6{sLxz^GCxeO+~L($M(pz+4|k(}c0ec;Pu%r^omuVQ#`8CMX{M3F?9mt75KUn8
zqWt(DvwmWi(rc&Oyw%<BG#!Y9(?5zH>vNH52lw7U|M;|#rKr$(;V=z_ER0Hwok=6@
zIbMj@g6T~Y;N9YHeT*mbgr)FLV<lf&*}%Gl{h$8qhb6tS0?=SIgz7s5Y+m%2ynU0-
zb~$O(8hbt`(<L233=+dKD}{Mc`_^mo3JQf5GF@mvf@KQo^5GhrDGXkyrK3R)jaTI_
zO0J&iZzjMA8_K~Tw&twFN_D&D6Ei)<{#~oo$>EBszDg23841Zb>ZO%IuwH}=Why}+
zHVr6rNFLUZtoGM<_Vw}lzUT4B{2sB)Ss1na8ydk%jgtwFW!_9jwHNMG^#ZicjWj#`
z`?9!(N6hc}eEi|a8S9XD=tGCIU(N>xZ5+xG5uJPR&hM});@^%)I$sAllj@%E^~}|q
zg->9f80AQlUr|rTddw+Vv!@RpCgnQo?A6sZ6ujwRoHVvc<_zaCB3e4yi72@(U`4Re
z&E({&*4$Y|8cQ!TprhQGXr*&9+|cvnJ1S(Kn<N`}`s#lG|4wq3^*x_6oPxkxY5<$V
z`#vx?eNuiWo@pO8U~cX*_P;b4&vrbq+<DV}LJ2@_e7NqB_Q%Qk!Pz`ZPUz4@&o%3d
zw{9)%zj~szRzjxI_+`tD;|#VpCyQTWllgBlWr(>yVkaY}#v+D^NI8_@!lo#)kk@~n
zkob*z6J^d$j=l}`Z-4bABNsI>?6q=-JIn^U&g5VAzW?tcK~3^MK*E|U55x<|DXjl|
zIivNbi^HY(;V0vz<AlCrdt9bkq%~GY{40gC;IRchr8=yc_6I1lx%^9RQY>#j=SX)o
z?tM*kp2U6Izjy3KP|8P$f*JcNclX45r;e38)@aGrpm^|mX}Wcf>6U+<Ju=Ki1I2DU
zWAfo$WH@Ko<65v9JH*xv?S&OmP4uHa&E<OhYQCj+m!xQae^ibzidZ^#fu?u($^D-a
z{+QPCQ~IE-S&8hr#PoJ=y_(ZEjLnNXgc<ACZ}~U(K55^rSAKi?pC^^W#3!oPsVX$e
z$z1c5P?RHHqkq}}jSIh@BwK!<F&rs*d4gb>GNzkaR55flOc3O#x|XKIGBC1POHk-(
z@H&G{VvZ>i`nBRaI(s}TdTYpoaNBUUbd_a%WLnxj>#&Gd@?wI%_t8^6ov_TaHRD@0
zEq~l4%%&ycRF?YQFGRQ7pN7dzTJQC`6J!*QEI*rIE*f!G?Jmm*g$bKB2%Ks~6D@}_
z5Zer=8|3p3<Zs)iz7R@93)m6wcpz?a(}5hXrqYZ2y9c~Y;gJA<#^Ia${{v9JQew?c
zyQ_ezmHbp6h?f{FobLI8*{L@yf0~P^lIfmw4|dg^;II@vesCdHF+6_eQo=whv_YE|
z^<m;PR)-Ot*Dx3`aOd65V41Y)sA39JHGQ3D=ioq{V&);r18SndR2Nt5LUFggy|P5_
zN_BMWKv@+%dDy{nP}&O6NVzdcjgKKR-FbJ+Go0b?sl{4$TC1tuqAqeL63iau^okM7
zrBB7!D3nSZ{VSbl7?2{;!unu})&?G|dMDUY+lp-dC={1-7S<Q#>o`eK4bLYWCQf_S
zN(*;nuRKRxiv(6noBFMU+q#{EaBJR72*oM;NpZrr3$tEB#Qy-Yu1JJ5{e$UE>ZO_T
z)sj}Z3Z@)D6~c)C0Q7NoVo5QhB$gTCiT+rJgs;1N_{LqQ7vKVZvyh(5gRC!hJpW;u
z!cv4Rjc&#7miZGAd#@}Mz8=-({Bw0*)TyfJ@0u;PuNLO^T2BudRc=kbe+zjxANTy>
z?v9n5op6C!`EWP;QA0&Nck>E4tZQX+_f6(cLH9z}N329z>W#fmu&&};Z5=QF`1^5d
z-i-ub?s)xnNjZ)oYVm0H?AH~LJt$ko$H<)(6kRR~XyJwWsU)~cMI35vRR;9Dp=oJS
z#V<{amp2CL=nr^9$V@0#;aqg-{w^ihh&Hp`i}d#^j)zM-kfKV7OAx#K$pY_3)8awg
z3~&xa<PuV+C?(B83tM(5MZrHlkp<+*wCa=5WW+TVj`8BsJ+gX+=o?R|moH5XK5m<Q
zbxo<h??Xi9ix7lD?y<^BaMQ9~p?0!>-J+dTdxwC}PZMK`-FzC|=g|{)V=#{OlU!9z
zdZj%~!GSE6T>vVpcC7-UkmosF5@^}T8O#r?ivsV$fw9J#D|@PAB0(PH<HC9MKw_tb
zbPcY6*fmu$WBu^)dC4gcIe_nOkpjmkGoC6O6L`r0tEH~L5?!>tCAzP~Yx{|_;lzy<
zTQg^8JNBcQaBFnWlp_H-Q<Nf_z!o(g4+FZkfE3$85<$d#ZjzCbP)lEievZ=yUh0zb
z$Wnw<+Q(#sd#EwFbYoN4DeLvr%L^fP6b3|^t%G;RTOpDa#jZ*UXX8cN6IF9ji1@7h
zQaVl;=eRA=rq#L?D+N5M<&ORQL+!vR70s}KA+5)5=so8VnlV!XNl|PQ%{u2-7ZSDB
zH*dH?@gWxL%hW0`ob@c`-_HgP-4SIj13z=m1RTA+xozoVzUR`@&M1fXAWyjKpk8K7
z={jho#zi7tqaaWkFzV|Ab91&E#@Jf6FqusOWnsa{-voZ)A!XECzbun$jZBXVb9qlh
zB$X`lf7f3+y9BaVRB)Awtrd@2%?DNry6>rNrqJKsjWkYpvG5<@IG}J@_~cvlw8&xm
zan@zPPB)}UKE9*PH_tIR@~#qj3K%RATl&#-V)0w#yU$-HBszWPe@uW&?OmHWQeH~E
z4^p7TwQtjBdiT`HC>lYeleO!LU690rJ5kDpUQF|3ZP5qhr1OB4Z$BoB%cZPju(MW5
zC&IBj^zRnBwW2+-GUZN}Vm&!}gYBXGEX#H(<T(@NV^gW|0~2sRZE8luHMMhZUxIGS
znST$|TB#M!&a&Hd+UgTDL-Op)Ygv*w$>?BGKBK&+i>Qz?(%E<9wTr?Qo+8uH@`<1a
zE=g88Nab|6ziqQyRyR9*qp-EBBWB^#p1ALtTYH$EuUYAP8g>eOneqXcf`2I}jD1&X
z(~vCXQ1m^jIqif8Av$WGL&V0wRc(0#e;k+pKQ~UQ=FbM|UZ1+>%Qam7b7L1=yZv%O
zlDFBQKGw`XUV{9^=JxFg5wB&#D?b^h&l?}=m!m+D^@J%oeCTtu7*71YBd>dXiR{f2
zB0DHX3QTwaT)p!SeyU99;kzC!RR<zSUA~o}lx4l?q7=G{&n^k5pzoQdOtt=KY4(eY
z&r*wiL%NL$dBqj5nX5B5wqshUxV^)ttdtJPGeUHTP31Pv84xSBg5fFM&5~zkjG@3l
zv%4(stP}I@DfPl8(_)<%QwgQ>Fq$mGi52%NeQF^3uFqra)7dNZ$mwY(-rH-2cv8K8
z!H4@uE-dN9SJrakhVIi->3-f^{v-^I1RPr8`+PXBtx9!xlBC|{)7>JkiDjZ~Kq-m`
zdgu(|0~Ooffq`BkNTd$=<nKd@;_;ICr9q&rbQqf1#UI!sRcIWFS2hT<ZyR7~)6;^7
zB-cA7g5vjb<uw>Ho=J|reM;Q2lP{4r+9m$5oZ#T=O>E|{XHiP93&u-ce}qY|a|{h(
zTPfSwPo7&C`qF&)?E4G#xF~|wG|5U~%um_hFbsg*4&cu|{SR<VUo2xhCu$AnMPV?9
z?JRVsT+PE2gl<ydl8L?ba0&q7q<V?<1hzDg3@~8H^TxtM;FM6IkQ{)3b{u5Ek9T<|
zcYItP^$3U3z_sOydF@PQD$=ajN9Yqc5DqZA4yhlgGo!SiW}4AP(1QzTIOHiAtl{|8
z?tha!l+BE5=xNI-K1@Fzoj048C?35=5G7W+2Qqn-;bRwxM2Piju0D(rFUFir6WS)+
z?OUrMOuiL-&@P&;-T~9!Gv=>&CU*DX7hBp32pL+MB1iOILWI~o+v!&HOI6J@>}!%|
zY3XZvi7fmy62TAruLh9G$2G%{NgzbYH-O{@q_0sc7?}hB*jhzC_B~+x2CxU7rHwHY
zVHDGtN@efx<h@xJ!AbP;6Cun!csBIOI{~x0L-|>2XLF7_m`<aVGw2F2L`Jb=w+-YE
zFv?jNJcX0M&iGS?Jp>|Q9Bq$__1pP;L9_1XkB=?#6pi~w@9%etiuil(BqgF0{OR4s
z<Gx6)ydjtm5cQvC-}}(9w3$V+8BEb;=><Gj4k$wsbq5d%o0AK+Vn5FwP63R@ug=}_
z)gC%@Ufa%lFpSBly=$3qQf=lUiRQr`rfT&0u1^hO>~{un+&qYaVN6kkMLL_%A<;T4
z$fDb(z7I}Zi+rpT*}Btr7`X86J??CKn-6a52~{zz0<K+KO(q*b_>7e$y6WV-{nEnQ
zo@?rDS(UBYqv#bhlFJqkXr#0x3Fu))6}i<gi&Hu|AP-84&GP_eMy}mO4&=JNp*Nps
zM<8gtBap-Mrk(`PhfO(eWl#`^TBQ>7O2oQ1Ow-R=$0k*z>oCbZ@^Zj9el;jLKznVe
zn#js2)C$zrJng#`({^0`u7LD#YbEHcZtEYrdo%jq`98ISc3_aPTCl*#b<HafPlG6Q
z07PC$d{t#XfVs*{+{uF}BV&2+6F!0E9s+e_SAKSH+J)zHw&IA#CqD3%U%zj0B$HOv
zURM~W_5WGF|JykjQ%){s<8o0RUQEtp0Hn^5T=jVhV5dY%JJ9Dz?)dfr!d2^cV&gz0
z*Y%+%gJ3UmOr^jOsVUfJ@6BKOG+kr|@UT++tyoKEq63T;Rp(AY=%vPAuYyl|W?(7a
z5GgyVN@KIf^}3yKNZir=9lglWV(k8rSR~}c8&3iv>it+>Vrd3QxdHA~9U2vNYSr{B
z0NsADBHO!jUt7gnRgpNs_Mo);U1RM6Ve&h<kH7m$8L{wB3#n)#&_2OgN&zCwCox+P
zzy^`A5KS`K<Wbd`wz_vxPo|GX_wfA^=%u6v{7YaE0ICpG^O)6_8C%1KdN;6H(jn@6
ztn5;e#!b4d5HVs}@0Bja`P{x0t0g?)dPLbQj?57y9=<{s=L6P0W6RgNGP0xB)cYOG
z^92|d>l(~~spQ?tV|_rroIx}*x)eY}!J@&3nC=IMR#j$Zv7_BTK{<Di>sCID%Tf#7
zj?GXYf-n8y3|WEN%{=op%ud;zs+QP=kCsYII<7w+vjVxpke?gpDk8A5J7=Mi@dwY;
z{|9g?DH5DA%JNt<?mTuEFJfnB?qPH}qIdj)W&^;(bJyv^C%b%iDo#yV`Pg96&c*%-
z$DLb(@4HXvwjtL{0(i^pRya<HA{;E#la!K)J9kDw+7s|m@}IYFE8A!oVLxBGk$iB$
zj*K|HLWbQ;mWzYeDH$2re}*QbpK}P31J@JK!v|qR#~U|lrIGo@Dr~?d;}2JSf$uLg
zuz3=I!e#&=Aw-kj5(Fw^xJof-Pqj_K7^xwz?h~daS=d3>X?&2TGuf{d71oo`Zc|z@
zd_SkzHXFMLL2>P1NE@dk1x<IqRKx9C5m{Rhf{gV8PYOSfrbyurD{Cb4RD*Wnb8oP?
zpM(VmSHKw|gg$d9D3I9{_>g6wD!q@v6}A}xvwgYs%VID#Sku2DPGmH4mmv0Y@m*hY
zf2SvS6gfbUCLu<>UUUS`Ke0kfA@t#tsbZ2u3#R5=!^t2i3QH0W!PDXdNZ}<@z?8}=
z>U$t>Nf`qy69bt5SC)X8vacDAbZnmRaMsXOFeC=tK`dd>j8Z1NTjDp-)5<QKn_M&s
zZXK2PV%3i%7Mp#F{GKVqu8>xSorb{oBsrR%2p7qlY>k$|Od)$ARMYoN=Zt5!3>do<
zR2hm8VR~GDSq3Ra);0@sUs{*?7^6}4un~?iPT<A%EDpn%go}88Yi>vk+23z#Ym>D2
zFo{U`$V?KxRSjSX<R;n4*m|8eetr0pQmVa|d#MW=k^~5}%BR>pKhfef^&uW61Wdt$
zJdbq}C)lz|4b7Z-D=@pO7znynlkq^F0;YDNj#J7jH}2!{PSzaT(~Fx+5IjVV(!#K=
zmRT>x)(%J_(smKoI>g6q$+YurcTcwz(YC(mRz2Czg(g=sn|f0zuE%euix3^YljVfH
z5fD1Wi_*vuBf!vl)<VzSVfd3b*;(>bG)$+L^tpP{xAx2!*;+dd*t)mk_Gtq)KMeRY
z>h4lx$MzHKU??0Otgj=?=IZU7E#3K{`Jvss*<XcHx6m8n=GXJRDLb{7PTO~#m|uH9
zibAff=?!t!xORr5owk=cn_YU#v$x~%iLxJQ+XY^?e(d|UKm5D(8H4`-89$w-64s+c
zx2nE*S$5pgZ!ghi=|KDP73F=sJVfjcTqqp&lQwHRJe}Mz)Fm2(kk0LFkP%w6N(yC8
z{*CQ>y!A*J3YIt2-#1-%X6Vk<;yZu8{s;J`_(kvapZPi8CvzuumIBZkIZ>-wqVtrK
zXPQfy?XN`NLwa?VWk0hwI`blGv8oF@Mm>2;k%g-ZCYQ?+etf$7#GoD-AdXs}9zT1p
zR`rKzhRhb|Cax{@$*aFqxtxS^kwp)`&lSd{W}9azeE^YLjhaX%+;3l$w&n_RM3#d{
z$#BsxY#qc)-v>P3`L|sB_iuae`kqe4EL=S}_M%hX*oesqV-9FL3zop6du<y%oDQWJ
zWZ3)|K8WRmQjt<<>>K*qEC?`oRskeWV#Gp-#jo=8))$NY5XG0nA9ZeT$O{b-*yXWE
z%l;ixrbjZv`z2snqPWduX~$Uf$oBp-OY7f~npdLOU*=weP6E|`?4!T`kp+Mp>7J{5
zbo7dW4ZUx_y`^la5CDG~8>RB7f@-YG-~U_oRJWW$%$m<=8Yi)By845BPWH_k9-pSG
zQXU_E*s^%k_TF}!zW(#;-?pt35F>?-4IM^`y4IB3z*r)~ipaS8jsTLUsu{9OZk9>3
zvO~j+5S4LB7Lv5>&QO~}tq@<!O53?+;FSJmbsC_#IcaO_z-djSA!<ZS+or#vohVfo
z8x8p!RbVA=&W>xz=*PHnGSPWv@FjGHF!Vuhn6@%YqDF9Yv$zq9q}uX=BsqRixB`X`
zG}J;s)TmmAT9Fghw|j&I%764Cb)jpSMu=yQp44kc6rn>N1CkeQ!|700B7Pp2K1S{H
zg4vCC5wti4P5fS#-F)rL34P3QD+4QPS71IeBRIy>CiY;xiI<;fO^EZ9WGL*wmfP%+
zTUIZ?jSr6hRSP>3D!T9d<j{WBfaqhru=Hrp5K?xQDhckmv7q_x#lfgqBC%<JI8ix-
zs`u9hw4c$X;7fL@*s0*gtTgdgy9bs+(gzg9gmEJh2+1KRK*|NH_HPaJ&Nl!w04b=L
zHES4`CPks+Q{N;V`sd7<27eIw>2EF8)2B`e2eq%xW2ErO93FPb6KbsihMUWuo7jN5
z+5F&^#a5z`#Tc)2-3nUNT+Cx5saV19HyM0->sehB=g{21;Ug1tt5I&_hPYS;&_;H}
zA0ngz)*wk}3S~&aEnmlok74OiV|b|%Lj<#2I#vu?6(qDq{h)!H64Bb8#19{EdrRzj
z)sQ_!4r@>aYLtnR0p@r65QTq-kT9A|QfdI^9oq9#T=2WdL#QteqhFmF_Ru>9?W^8@
zgF`TVmSO(=LP9vU;^2IMn2Gn>^Lt}|<&O@$@sR1bn07-Y&*aff?;q184Ys%SY64mU
zhzNZ$te#y!{TyvnPhq;mqqWctu!gYAj1?)#f)=C=pMcMV5I{#=4Q(@kN&bF42EB69
zAEzhYO@AHlFU=hCnkwh%+Mf88nf3ec5qno*eCk&>NM4@h<a3hrw<l&PEhbM)?4=yV
zTMh@9eK)4kV5QW3-nEsKfB!x?1uN5x_EZ&4(fo{v4TA9<%VYO{(z=g4j9;}nz0cey
zq?s5u%)ejwC-Y@PgG}Pn6N#V7OQE$`h?JwB6&#leOO;j0GDws?sp;K^p)}d!dDR{~
zKW_VrKJm;nbKgYYQB%WngrvngIhaR9JZ45I$`7=!Jj|sC^Cm6E1pc=27WfX)0qH%Y
z#sVB&aZS-9<m)AxxA|pX<FJU&wZ&#GUl}XVRU_@YnRqm><&gHisIkXW;K7=nPoWC4
z4!H#cXJRmsEVMad_g)0uD{D5QfgATGNlLJvKBH+Jz+=?S0Nyjhabo$WDjq-RLu0U>
zv~=C2dRiB*6fgu%JS?-;N5jPm!zOiwW%18$Exo@tF5+1B@cpUH4|k7Tics)N<N~8M
zeP3;?%fmz%<t?-~Aj5C__We~a6;ZigBIFxbK~0Kb8G8~gW4reKh*7y<Y3RiT2^0cH
zywd+n@J4M~%Dk766ci`JlF?xkUKpb3Dt}RE(#s#V>9S=s-Rm@1M@yZ1XPja4oa7tA
z9KP~ps3W8xN$3n3G}a;bIZ~`BByG7;8F@Vfl1R2AV4Q(y0E2)9s4*PrLQ50|D~TxL
z69HNbGK6{43I=SD*YR4`uBT45GM0oqri^7*0;1TPkzh*G8ObpxHaW5kDKFJ?AzW>d
zHKHpJ(3)lHkup3;<>pq!r2u*h2x24G_urTMjwob&1wB3(eL!22%1GuRjmWJ!UlGWt
zTRZ(Bl9s=DUX4_6mNs#XfoJkld=?jp6tVAQXVgfILhOKuTl3?*$J2NE<n@1Q<i^KZ
z_?6=OrZOTV5vo3HDk*7i7#-{kcT}<OE0ea$!BE)%1*M>r;r4?E5q)LD24lMM$oxiW
z8kmDAzm#KOI7Q*44>eFyc%h9{C`&0WTfD0^`LvHSQE1Ndrt=7YhK8U;9ado1(tYQ2
zC|iC5!t1!xOhJ99gzS1^eHG%&*I0ONM#nW`@{xOn_b3_)WelrULu*Q@9Bg63XL$}t
z$sF@J#MRJyrs-y=i!$~VgavJXC0|Au7fwTg8+$v<T9lhDVw**D1)pSoTo`a8Dls?{
z$m*HpQdOgU^tCQ#)vFrH^XZd0daOuxjIc{Ld_>F+e>};7!BSKRx~T2Qtp<WT#*Y(M
zw93qy#47H8VsagEm|ZxD%|l`=csAN0ID_oU1{*7o^{?Nzgxe|#rz>ImlI6P>z|q;c
zlDbb%_E_)s{~6z7o_+Q7qq`u=#%}s{x9EPd!J=O}O)W#A@@g~7AR%fMdS|o2bfwmJ
zz4;o&ojFADnKX-8tcEgaQbB0Ul`npyp7vnkkX_@O8%&onTYR8{WjWig+4$lPl7e(_
z(sdP^pBYfl%ZH$xJUh;y9HXtne-APoJB?F*oD+TkYamnXnSpKhr4^xBPc=6Wu4kQ8
zyLRA9FKC7kU2riVOy;@0S4#f%916pF<yAtkd54n0-VKR)$Wy;d$(BxNElnf>vTe_G
zIPf3fypHa({{Yq-LR3wvKiha%mshr?js&8WfS-j2bnlFB$7Y5&`W+g53~!OBE}yjS
z@1Q5Hj~@^G2MD$tgjK7$1Pv2ONgJ3*CfF|mFBC$j_qq1h*%G~&6?{sDR^J9RcH_g{
zN8mPXj{O6Et*xeO?t(Wnp6KPRus~PTB_gV?KpX6kq-Z(*W&`WME4L{^p!VNQr*LeQ
z9}5AGI{1q|()pwwtT_UWnPOomEb^VE90SOJY?mrgETC|o_P&(|Fy;`ThSZ*ruOupB
zWyY|rJ>`5y<pl2CY?@l=x#7GXL*xrrf*GWNA4Y;Y;8DZDNLmn*ARFajktaN~T(e9Y
z$bc#DnJM>|RcWdetKPQ?1<#aGsn347;vzF<Mt)45xkodScOw}4Ze}8q=`$af>+#)w
z2Q+^Z0v=ze!dS(F#N}-X+*6kq_;xY<iZM*XM}KO|3^4nYfvs3|5v-VQ*!|3`kL#BJ
zC{S(;3841wchvN=wnxwCA*)87ntn>+&I&;FE}Y53BI!BuvrH};gQgIP=cQEbzDfvD
zKQwQN=~B@ZB_i(Y0;2HPRO|g~qw`nf$&d2JWiQoVIr>Yp^WPtz7W`6D)P)7-kGk7^
zA4nVTUhMvrvlXVsC9D-dHo{Wm|KDwrbK5v#kI1%ip)!V*00tT75m!BfQEGQ?RDS-B
zhs9y+5<8bgpK2d{vkXpZ<;~a}Nl%m?$lhCYXjJ;r=2C|YR1Pvy1_YvG%g)8dO8G(i
zaYFf=5XbpZk$F2U&5VF^7O?6p0HrBmdIaJVHvECmdZtOtmutx$$-A7cF&8UKO?8a8
zCe0>h1;(TR|8BA&Ny78|Ef-}e9OYIJ7}0>3V<#WGW1~3VHD!?a`|&aMBGEge8o)$n
zH6<aDS)RB+(?xsNAu@n&W!bxT@12{@bS(!W9@L*K^49Do*^w*Z7dZrXsZ`+D*qe;Z
z%8ZJh{Z-qGm-f&o%?M+$gx@Y8ORlB*7a#5XPd82j*Dfq|a+gqHP_S7OGLQhs7FJWr
z<0U=k2ckEmtVU02bLoaZ!-s(T=%r1*S2ms8_Xsu2_Rbm&IA9N(rFGe&%r9I>BE4A7
z!4Rwp4b&jq3?d?H22%i#IF5W$YUwY4Og-544uSBLp4A_BdHXfH=A#z$@8<&-%wk)F
zNqB_MklZJS?0Hyf=aC<QvZv4;RB$_dEAsA?uOLfR2Og|V6&&<a_xeC8-sxxXs`Lqz
zSc|5t*FJ00qVB)?0+2-iIELg>>-Mg759&FAi?4JY%|n_3UEG<nHwmI=mJfowqI8g!
z2XAT_W;!aTi%H-9<L0wofAf4KDQ7>S=iCF|v^$IM+Le&L$?sh6j5ztGxj9zUGR}s^
zt}K)ClY~1AB^cdG{D^M<?y01ry$YpyKBz#4;|Dx39=QcUfdYoGRWc+dc`%5Q+6Fkm
zHe@WN$9}j{z`l7*Wyq}{^nuGAhc(^vTE=(J%ziSvdxm@Xut!U}=D7Q^;u!bM&kjNC
z>1pE;WPPZdmGCD1ChI!LCowDO(aRs-zlDbWDSs2z&qZ;d&kx@N1-ej;gxFt-4(ja>
zg+S-AntX0h5z?uQZr@*LXr<~ld;WFA)u3UvJb`wOL6k!dk69;^q%X~{yxul%%36iE
z_a-22bIzFfS;a_)c*_QuBr8uZ1&frE=*wf{ZMS+XrxicmZT$7%<iwQ}U+}wQ0>7_r
zA#bm7a?<h)i>~jhedPxLblH@wklObBn=P8QW2^S&KfuO0s4AsJ4y4vFZGq0qv$(+U
zKH2mu?Q`%c7sJx%{{VY3&ny3a=&tKI3y`Gpo=qTO_Z@P!n)>F$s7?j#V>d5U%xVQ5
z%sPk8XCaO4hlae5dLf@Zb8+;Nc`%Sm%<!qn#d1OlDg18}ENuM4AFSvvDzbinuW>Y|
zv0nV%TL-!EK6x`fDNWKCzxeY~=RNo3XVw`v%D_9D9qTAt4ISL;tHaj3u9rP;4HCmc
z&s;Ce=yy%j2&RPoh$}*<oHtLbyC56_X)C=Z4?JCxnQBL1*%Db=U#f?QFBsD8UPZJ$
z-3hB_a^5s4xMjU<X+Bg_$79yk?%fE6i)G1K+ykYmF`iYhjgOvwcy`~y{@a*5^&U)c
zwWixq<Oy@?0EHGfRKyZ`W})Q}Q93hs;IxIJzV$V;Q^!QkPj+U$D<NI`nsnsFx@gD0
zqpq!>t@^4M?Ab-3S`oFhNA_*~<*zCKK+E`EdyFFweLF11GpsCSC@#p-@Dn&Jmk%eH
zph1l<dCJu3@eAvhHO??Va<H)*^+$ws?Q^Xe`yKbZNBKC|(;*p?5cVY=k>d3et*5dX
zr1xYLZXydt-a68uQnCV&Ru-AdI=j7Y`OZ1GpxFSf5HMMH(~mn~!=e$i9;3C9uV~5z
zf-Zf(dWPSD_G0A8n2d7jUQMQu)vM9%8J;(5pl%VD3SxQIgMa-wadXWtW4WN%XYo0S
z&|DtZDufSJdL`P>7n2ACm<TTB#osKx2Zqgw&4<`pZY#Jky=#Z@&-JzbyraW43T~ah
zb$(rMWBkgMUoqON&{asV+?yaUSvh{g==9owpa=5QQEqh=(uh04E^8SKvoe1b1pNNx
z#ZUbtmi%O}<)5z)@nQ5q*DrL2l#5|Bg&c7ei~(N1kF!XPu^OcC2kfe$v5Y-}n)8}r
z5oZg0=V`ARHXyIlPlMY>t*`jky%T=%=|lA==JyRgewK+g<WBJl^*_r&JiN;g*d)hm
zBt&Q#3UK2{s1@4+xg-+2kZ7yT|3P39r97{r(XfXDRJ)c4pMsr329RJZJwwP<65uIr
z%)=di9%jJNWmA7exKB|s;ndO7PkhW@%tImk<QoEMhHL@2uTby4Cq?V>lB{TDNI@D%
z1Y35_@AzCd#KpmK^~TLpTX$@l*S%66Jr=+G9BoHg4IO`@UPj8d{wT>z;p!9+uc;}S
z+z1pm&ka8!aQ_eB{9(5=3!7<^^SV%9TD_?U2)}jSmiS@|eZ?<5*E|F5PBhE%{la-}
zOVEfRvJlmq8`lIXy~0iF9@0GmbTdnS-ii}09lsn@sA2sV6;jGC`5%>V+$D|)8m69J
z8G!U>9S%Q*8?T0C+7G7KFe*4hOjp7|KB5D$zLmJPysBG%-Q@bB%BfLhki5gx#UGFF
z3c4cfo;|$ys|$L(<WU1;u_W47_{S`-@8CheQJQY|F)CQcr!~7)I(I?F3K<k=N6a!3
z*n~#H2_0t7bu?KCXYw&!A^;HxeQUbnvco;g2iCo+Euu@`X(+Klk)Vs=I>**F9l&^L
zh1W!$fYN=BjDr1eAHRl8mKg%E-2>>!Gy(n^g()_;F77u|)HF2`)B9=NKsN97mn7re
z;_qibPLNpPZ*fUS`%-@>o6)@%wAg7O9@}u?I*JNmsfL4Hl54q(F6vyQ1IympqwwW|
zk_zMeV_op(j}~j~eGut(y~xFpw+Z93;5v|*!g6I;P<wvE$Q;s$fm6j%P`psGpNh6d
zp%v8Y8=r_KRX;ut2S82_I=Wtq_oLIhlSIJmzenFK{0ynNnPwm=Fq?{)ULKj)Z(mL}
z6db2fGilpq#F(=5j-iv6)eQ_#-i)BY0wFwDqqdb7YvLz|;voljNx*A*YmyL=B4z(-
zVW&TKe*p%H&tIu5{MPU~Pt%h0_p<@Pri)JD2~SI8SDx1la4Z2}ezr7A%Cjs`iXB)j
zfi6(cPCB*?v)z`?4Wc1!p|0M5OBX+V+V1bv2e`-OnUc_Rcd9VW8er7hk%4&9+BNZz
z{FV*@6FTg?H^?jZPzdQk^Ob1Zn~*I%v(!hkm*U$zI%F8r=e~VWo+{o-i%*yIvSDs9
ziSDhsE^@hkbP5;ti+K!oNXghJW{4P5(G;CRWMN!Kzs9&3gKY+R-;I>Y>2Hym<2D`8
z<_~<kTvWghB$8;)#ZVb^4I&(k0cx(gCwZ>`**JnbSt=da4GSSMmI%Nt;Lpa8@=ANJ
zAz>`VcB-5-bDg2y;5WYyN3Ae0ZGAacu_}1=;F5Y4oU+LC(~G}&(YwZ`6-!$K+E1e1
zNMP+c%{mmtJ)~4!EAp3|$xaCogTRxTOL@WHGHs+IrsqDK#e<82mplv?2btE*NS6cQ
z8BfBz_pI68aJBc40@{dOf#os}$f;aO?D=6a_v+tQmmVGe2C`;Hc37v_;&FDxMw&Rg
z<L9CJb9y&kM1q?Sp@ifMV~nQ;w?oGcu>|1_iFF6NGKZXjYev9Gm{9<hQ4^i5Ldb97
zo?b`A_p!%ms@Jb4JQWT#OWZyEKv)OzJ&&9SE<N@Jt`PH49jj{V6f@88>U~(NYdBHr
z6$V^yI32(W(&gLXW7b`{Nv8kH6(7HOxrwJh_^Yab9P^NoW(rR)5*H+35^<e0kvz?a
zrb%R-RO1j=TL~r?_vryfE#n)Hh8!tKBGFlVSV@3rtpB=tX@-sb-A_?xoIl7<7g;*x
zYy390=<w!;BYy}_qE0U78Z(Rn`GfSN&+}{^H%pq<Y7ZPhT=!cOvfz|V;=cVlFr=$Y
zuA<a(CVD%Cl+`QiZy`x)4X{o1cRk*%kjZiSD5%e#kmvzLhAxZJci3ve2=K*9PmSlq
zQ)?L$Q*|wl5n}^JFB{HDaWu>JmU#CWoGI}HZkst)<UA_&%Pf7^Cns0>;%nl?ovj!e
zZn}3nc9Vvt!Pr+yu$Sg;*Lfu|ssJmc8wvyBuX!yfFb5Pg*n6ky4)(t1U1r^j9JCqU
zz9-gR+v$xMew~}PR|X1Hz4G-W2|XyB4G2>LU=y2M40p5I3}IP5a#orzK7CYq3H6`o
z>E^gmN+V~=pdZ6Kq<ljvs;PlhcryhTH#jIBYKW8c6Y>Cq?-&`l1lhDTU(0E^R}OBV
zu=qkydo??NTb*YjGuJLN{}1|*A{WciVJA206gi{eQ&tBJ?9}U)1z%l!-3ReOP!OYs
z=&Ws~z66&t2?phb_ed@4dRC&toi7bhn1n=w%Mr74?i0eb-JAm9Ja2iUf7<hSz><jP
z({md6WM#dF`3mtY0e65|)pFXq>tM4@-ov6Q^SlnEjl7=<xEBWSkiJ>PE_gkE73{p{
z(>ahQpU=GhA0U6=ANwI;1@zU8`7V;@QniRfS%rL&JA{*qUTh9z$U(8AiH8QHV@%Jg
zOeeRSe3Xozb`GAqeZw8x<Z9DX?rw)D8XhUOeNvadys&gVJn^|9v+BO*KL+<HpWm~_
zU_gYK-+ri-=#{eU4qvCiStQ(kPFv$@p03FQ`NKqKB3rIJDRD>=DLD?XQ?(s<v3|k;
zI=(_Bn3v!p`4+xQP^6!6*HtZeUE6ir--IV#NS45Gyxdurh?GPv^27&GqsO_vA(}1D
zXf^u5_x^9rD!V?1u+U&QOr(g9GkxY$g7=LLR8CMUjAsn>JU@t$+^a{KVymgw6wYaz
zsa0c^yM<uMxMfgSWYxz%x*wF&F9x1~!OYNNOkAfBKqRRoW`!1er4`anBnrXgU~~|X
zHt4esBtq%kV;2b@zX-|vG3=3`7}efX*(JR<CYkVz=7;4&dBQcXpG0v!bf?*iQJTS#
z!f$G)Iy(j|2M@XCO_?deu4NY)?X<|*m^?h6S-l3doEvtYKD(#eAmn<7%%7{cpZlY2
zDI)pVdJgsfdhKrivO)gi<FK8&t^BDiJu^jqcs$(5_+hL_`l^Zgt-D3?K8}Dh{&(hg
zBO+%11893hUnT9<g*1A;G<`ZYee!Y*sqpOGjA>HNd(g?x;0BPXrgh{{pO;<@=Mz9L
zqCZJ^*d^Kpy=0iEKay+u@XJGAeA?n3`%}=lw~!1Mls-EJo99P&jg0kAlsE#24bco<
zfC`+ovkv@>>2ChW<!XxtpJ^~pvJu?Y^Rt6)1~hiCgO{;@M;Egk%X$Hq%4v9^A(^K}
zgO=sXH{y`i0&sL5LGPQEeNpM%Zp>*LwB9I6a9*_TM)vVEyscXSg^bjUQPDE<nlzs3
zHNd;*xd5sH_%_Yv#WU%7dQ=97M2@j?9kfNu7>5Rh6|V`rrk`Io!ILH@%aGkt1vX0`
zfl^X-%+ht-nze{%u>;C&jACD5K=mo{0_R~~|Bmt?T5diR2qRGRlw_&QK*+j%KM{O}
zl{cs9nb3*QZf<W(@?SitQ@|1}M5^&drEo*8LT<FMHcDS*aIZ(d@dd&$uO4wdcKhE6
z;-)F<b1VLlzTaEq1E&x!bs@IugFb5?6>VdKNp^6?JsXaZSQg7A=}vn%KFG}p<0%OI
znWR`wan|$%=>HLL%RL%`z`#MQ!-#?*)yFD~FwSI1i>#ebY`$Ju`Bj@=kmgcOWs01R
z>xj*lII{3uT5?L-r}#7I|G0YZa5n$=-#>QD61yl;K_W3*HLA9XRg#!R?M>BeYm}Iw
zBO*e~(3rJXDQ(TxrZ%NYjaprbD)l+}o^xHl-?`2oH-ES;f8ELbzF)8B^YO4-&#aW`
z>$G)##B=sVVr-;IDWnumU^UhuJ^{LrwQ^BcAUSR8#;K@MsKJr1&Z8b|J;}8!q=lZH
zu-;McS`2b|oS5czGIN#7j<HzIqscJ~e7c}8?aMcS&5||OaqEV$vs<?8Wl5=)zaF;(
zTOv60gT{_tzB>QY+|HiEiX;iYU9`xO&5mH@6(BqhEJy$ebvj*Xnx!ut$gg*#mO0S6
zm8@uPc@Ujc6M+2y3u`See1B`I`qp@nnjNobGIVo0=;6n*A6<LmA3gz7C9uF$lInV-
zM%3rP#pQ?36vS;ANS9of_WhL>f%#WHyb3?;G%dV`s(!VyMavQ}Z@PVQ{txisbDBU2
zs_(0iw!HH$mlLC;d$XP=H=Eu8GXQ${DsF^wD(H=Hb3R7z7!@B);b&S8W?}sJB$WoP
z>)(LxtHnRC^21&K0X7{k^*vg57WcH*KSxRr1+za{V&9WUU*!nShsOcb!g&FqfE)X;
z?%VMc&Gha|**X`jjC#*zv`<8ST{8Wh?V9-~+kNSLWAERi6BBL8^;gIIC?hD2<?YI@
z_D|l+Oz-QQE)(7FGr7sktbs0;IPMJL(ujDo?HK9?!9+(Lzu6aAd)+-f!k^SgPDSzi
zL)DE#R{9wHW?Nrh9^JwF&0PKu(5QXx_V&8!e}He_7SB}|wddsc*)MbiMKgaJ_nzd_
zWqRyEw%0Rx{N_NAoz$4^U#UE3=N-aElUf^88PsomM`7kX$|xYQj`npbi?{GV1E3*T
zwk_*P&J&>r_d{c?TuNB|={KH!qKyK|--x2kvcHc?DPBOp9mS$f@87YS#9{FK%g%1_
zQ06)Og|dR(pdW^)je^B-|6kg@FW>w7n%?P+y*s79ee^hSlq6P)6?^YfO6Xb=ZKwON
zA6xxdH=n-egS=%E4;}&OW}3Rz%=kUhox;cre*fr60)4Ed(#F&{QOlZ_k6PhDLXCI~
zXG3ga%&3y1qr(KaQ=)98NhAtq6%H!d`MFd`?dIjY{yPOjuB5}!+IMkWiEZ`rLSG$K
z8^R_>P@zmF41}#g-5)gKM$z-|$C1~^wIa8;{~lsxN>Hqpjwh%zllaj^xWKxnq)Yn*
z*66PRImAj4f}T>M-}E3NbQa!WM$NKB8jWp?+M@vX24!fQxy$EfSq!J!mEXNg!AS9i
zA?N!Ngmpfw5Z#OPkvx-8nAvAXr94Yqd@>~wP1}-)^0oFTNnqhE7|QuYd*#t@Nw?%z
zB_1^wD6isJa-Vk5L0{ZvOf-fId6k#T#9%!6Wk2;>+|hRxx~K5#uH#!Z@Zjn6$%9P!
zfCXPG7?jk6khfcg0`4=v?9wZjcdzkBWwoQyo>Yr2ZNHU$cercUt~E>FwemIW;z29z
zoYa5o-X~k~<=NabFgg8dUQ~3f^A?UNDM#>v`@Pcr?|1WcIifz@^nW0De7{@3BW+_)
zSb+D24r9!xSkK{(Hz+n+c%Cwzioe_J!Diz3%i8d&vJ7Ji%{!>M72ET`gjex(Cc;$?
z5XaZJqfy}avP0)b%$4oc;UOCT+hIet#0`_giK6KKbeq)_qIyZUc*<sLNtd9E>EtZO
z61nk|Bq9Mn*!Tzt`Dh!qsE&Rbt?HVW^XvpZjG^Kkr2tbp;022ikyo3*mPED7`2a-*
zyiX&63Z>z<F$5H~f}3JQ!S=s9ds0FZ3$y?I^FKpjB@LG3p$v_OX;MSvtF913<%!Y?
zh&IkZ3Pc|X@4Zi3l-)yk#^f>93>iCQ!kOs%WUJ#y8tu)tP+m4Z6hMNXp+ItU`s>K&
zN3U2B{);r^YG)sWZHQcve{~#g#;|-9G;Q%8Ad$VPixRiMR~kBk$0~SvDtLYB@9zZ}
z8sBe9CoL_Vy;b><YL7SGD;?44ILb8WQ3s%5&flEKxnl}J(@;q;rWxN?DedLfoxX|6
z{G_!8!oN2Xz{&;($!kSFG)PYo6#dML0adz7Ft4xcT8XDB51I5Ix`}Elg6UHkrARWb
zD`I~8H_hwvqNV-tm6cgaD7<|rJ)b2(zmddj>9A+o@;e?hqoRb=84}&fgE`lg`!sJ(
z8MF(;=$9JA2Zl|(+do@-DbE+~CGh4o*BX%g<`qj&)WfN2JH|~<sIEjd3dCp3HIfD8
z+Nj19cBZA#G30PgjnAI;DFK$_HpNC)0xxL(lfX5eUKz0n8zD=9w)JSmHzci=5{fll
zdL=N&beNjc9#itT-5+$IVRbd8cnJ8d#>XIkb_S^@ZpjeOZ=UpbZ-x1ihC%(hRu8ag
z-K`~T7*%O|9IV4eAkdmZ#SqjM`KhTAc+ZZ<dsr=5&}q4@__TSd#)%y=y@Cr--jEL}
z<1%{e^xN+u-Z&=Udr<t*&PPLINrNZx3g5TuZt0{)X|h#Tn7wVckpU5jQl(%QUQZ@P
z;2x<2P2?7$O)5M&#F46I3nsF;Nu~}+Hoa~nQbZ|`oXd(X8+3kPifMV|OKTXf>+@{<
ze$uGa{(>ZBGnnNh{e7{mkjoN}z7j-g!afhiTpB){dx(&g%C8N$sd+n3tTR#DxuL~S
zK-gxJP>N}C{w2pp&u8Hc%r#XPe#8@EN>|@k)%(IXUd5wuB+s0*ODt}JbG&S5XKGE{
zu7caF5V@%pSh{+yD^dReZdkdzz~8aCFqO#}bp65Cbz3a$o$c_;ko5m~N=hWm)j9tG
zgINI&54Y&k8Aj7@N2Ea@9`l6NfeRbO?&Z@Cz*_c(%}df3(|iw@eM4m6K3|C~oMJdu
zaQ9fr+$7@Iw+loes!j<c%JoSa$UcduYtI22@Zf!aksSYqiP#~~0g<B?xC)CqYiyR5
z=Ytwz#Kg^U>-?tj213ha8&BaXe7S^XqO6Kiq%rtCRvD6uDL<|#QZo8CSU~`VEO{z>
z^T*X3NK~*4WxHCN<CFNo1(SnxDx31ICPkg0CT4iu2`^oMqD0|Ou<nJX^9D(&HbBMz
zOQ3UC^e5$hH^MD%a2Bh?<F}F7YRU<`xfBa@Ya(<qhy+<HdsXqqzKWO~O|VRR;E}Dc
zFlg4SH4u{RuX%;XfXtsw23y|@KmBE;xZ(PbDm}tpV5hmL+#|ynZwoe61dI-wThhTX
zq=8a``HZsT*x`!Z9Ms=FyrQ~YzV_!^YwccgTDL$?xR%5P`3gy|f5a}YxV)8CLbCKC
zlvVx#kO`!`iTR?Wt~XR^Nj{-lbfeX_3DJ=fp--YsFep8Oy>9Ad%ehNm?$MN0z*3|H
z8!nD}$0{2<f)p#X|7JXK6vyDD(f!fb<e9fwmgKTl=S+?3(`Rz^$n~hYt@~9nAK}}m
zEh$K{H=77UfiT9zkRX6bkw>|m_zGm}=1H1+Aj&8Oi*A-!g7e_s^kSBCpJf#xl+gsA
zSkZpVgB+(Av{Q!5WH~Py*ylT?c`?mUy61eNG=KaQ3J{}EQ@mSTNG$aM=4X|{#1a?K
zv-CNSe{Dc%g1a~?C0PedNDb6BLP@y-1eA!|I6B-l2J^Ml7@E@dpjE_@Tb<cyoh-`}
zyI;E*Z_;kS|2eSzzgL_P;qRN?tvc;!Gj2l;g*nRE%jGr0H`<_|5}^HNC*?BP4L!cb
zu|dXpf67PnB#@Y7uGcfsVu~_Nk~Ea*<B4qDRDN@;Zm892l1Rn!s<Ya7O(R@b6UEqN
z{n-t&sw?OdiMs{9h9?|->ZwDS(W5oB=BZqt6`7WYnORJM;9=h2lS<#_Oy6k`g?0?B
z#92uIqM+nPrAIww@&I}sd4l8Qo1rq((lpPpQK-Mvr5y`2;@#&;c{>)tG%9ic>2PYx
zk%5r57qcm4lKLZ&FcN6#8AqWVq2KB8b#Wfh6EGGdsL|-LABHLwuu}R`^e8Lc5Wet(
z$fJv_#tbh+wuQ*-4K9%)&&2Q8jq$5+vv~Z%2+trw>8vc0kT6-u_dmC(T55?s`AyWR
zajr}<%CjUgl6ZnN82-kV8r4Eccjg`u${egc>o3al=K#%OKnuw81<-r4z44_#^HmWd
zY8s_8Q=@P?UNl;k&dtK3#HV%8>aC2cp;bg;%wmb5u2fuHle{m0{U}r~W)PK5_^T@*
z=rsgI5kw-{E*VO-?OcM;Tgo&$?CE>xSlV72X}<RE(^r{+B8$y{Qi{4Ut?ho<27UGA
zo8tI}$1ZFI<L`fa&9vTQv={+OP<I?w5#N~3-+UGIyeu1{JAxb$USgJnmve1Pd0L>d
zZT#33FNQ|_{r!PSM?mJY3$A_4>~V7N9k9y6!t6rs=GeP&s<kyQ(1fo&%_Pi(SOQwj
zk($4qO@vn>YM%!_czEAl{?6AGS+HN3+!FkIS?=wM&1EooW>S_m&&LAGl_Epye#ORa
z9_KuI#|^)`wR>=o4jH@{_kGGX$f29pg%+`pxW<eiDk{{DoNMk!^;N<(qGN8C{V>4t
z8D9vz9@#cm)<FYt2ug@EpD=H&iI{G~Li9Pg{sWAc59ddE*K0Sev}iZKZN7NHt8gfo
z_py5m?yB{SH7}<$XYc&=%2Y#Vt!Hjx`5*L?CWRX(+p&&2xP#4s=f&kOYAef13!XQ(
z7LL#V5w)3GY+F(tU-)y8UrDXgOSwtbwSF4Pxs&B@{eYwF-Q%TOl2UQ4ifxV-*LZHS
zCKTK9;`%Uwuq(0+Gq9P815S6L3CAs7JOgfk|HHF<Xwj>0gYxS0?DOJ<4FheDlGQqJ
zGLx%I*W$lK>pNL#)>C?aEGakf6=;O@)Gbd<qKymNo2)-Uvk@><twX>5-{Dim^TCxS
z+xh@dO6u#nALrux!;3jogQ0duQ|U5qz^Yv`66>c}$Xf(<l83@{?|8~TPxD-hX)iMj
ztKv`!<u{jG4#zYLN%P2Ytey$7tOkJ7Zn_&{KesuHC%ZO>aFeo34R5AQPEMiG!^V16
z(wJfdlq189<=yMbGnLb;3Ge5+jx?L@pMS6_wwgAYd+)Z;a1;~Ss`DbAqS&?+A;ZPB
z&DCesrT!TY;6B*TlbMK}u1hIT{dgOFq3MoQ&7+C>-%d~ZP`+6E)C#|e-pLn?Sm;}j
z2)!BM!&#*G!uAn)ZQNsiPT+E)_m7+0R&JBN!Jl~7a92C!`p<3}Ntu&vopeppktI}W
zS*ALQSIWk`<Z8QLVku>SnD#8&c_Jn|3VGz~r2K4=h4JT|3)ZzB6KPK`cPqj8tSfmr
zT55C48udJ^O-+6!s1}B8`@tHAQ_oM-UR<z&kVCt2T4a>(bfWC$oo*J?1_e1^AAf&o
z&`0fE;d8ckKXydDfrW(JG*OE*^Kf{VU6sT3j^`M$8J}p6lmI<<bFYmE{ZapMrXj0n
zk@HF8Pa)V$!nRd6rY5ltOLdsdy|OzkL~_%Sn9iLhTaAZ)++|WRC$>A4eogmA7n^rn
z6G<;mEgPMiu3Zc#r$&#R&ac?`g1Gk3QMngq2|fF3-&aFwqXs2)Wu+8kSq0VY*jfBP
z8b!4|Ve=$h`tqFj<mTb_yP_t+z25hJRTb4ofpScBFQj$*?%(F=Q;VJ;QzT|k6KFFv
zXn`z!rC(()jN412oE1kWQ}N^byx`v46JmT^RL~bLHmw(Oe{BIh_q&;Rt*;DU`Q1F#
zX5;1SV}g1!TYoeK93nzoUnemAG5@PnX*#>_XfZwCQCz&m-?ZblO>aQxZQ@dWvA7hk
z7NM2{i38oVsQLP`1rfUmA_<B~ky@WhHs^=Lt)}q_&FK~$B>KJ%KWnOFk{sTd;~Zn8
z684K(mTQ-<KmVKmUi-uSQ{%PD@}j-Gk1LIr6v_+R4bb<ViuLF7<4SqUS;4MZNv@s#
z`bwZsu*X{Ng1?D?GT3d%vgQ{5qmuMfgFmr_PoHyqxzm&alCQ#SAA*8w)xP+JS%M8J
zLoqNvrDtAk9@MNP1ZXl#?)sodq%O0%hIZmxN)@)~KfrYD*hGxe=h?L#w;#8BeF(6r
zcdoKGh#s6aP4^e5IqXUAB6wTu*m^IdFI<(K2_`AcKNb#M1V~MB_O)RE+!m{0>^XOa
ze=8{j3m<N3eHmRD4i*2v@gLx~$6KFGakT0!?niykE=&#s?fU#;%1!!w%S;_iup0wi
z!DbF^R8N$}LyWK=bl;#E3cFsE^!7vgX~35$kE+NPg{A_2ju{ABwJrb8#VmyFNa6c)
z#1OG|mjd9fZ#P#_CPBVq&cHE1l-J2`^1{t}=7PVp)yi$W#NE{e>yBA%%a})JB|AP5
z?5#q%dapSXo>uB?*j>eD46QvcoaG7ja=Y4Aw0S58XpqGH`4<uEtdwW24%#gCY#c`M
zz0iy+*T8ZX6`A_}D>zmB4`ASBp@K!fSbX#`J*DkYx{QSb7k}6J`=8FLT^aB(vb^4h
zC+_)Cd*9kaH%*kc%rjN!vS@63vT>0LH1|eQ6omF49_=ah<~SDb-}?CI<%-YzAF?{y
zU(Lpw@l<W~q;ZhsyYU~O`wX4(n(791Ec$emZcDR`Pgi<3ksy^S4{fgf==sf_67HZT
zKkIh%N&bmmZ^A+pOJHu+HM569YEPcW)4sQ-sdR5m1%9mQ24Eep`W=}Dx)!xR?tRH@
z%Ftc=lZz!{^blO##vtuN&+fR{8B{m^iS*DLxi9rXD__|Zt3UxH)BWaj4?MjVujak@
z?BbU;TlOfe)iJ~u`OEz~9#$@A*LsBn5PfZLAlCMZCS}y#9|6iwTWf1eO8hcmW>pW^
z9cC$Hca1ph@>`AC^9-lZfB31-X}#yee{NoMw^LZ2R!d)0;Qv{~?<Q10GxEZkczgJt
zeh7~4pRN=uHAE<Ipj^}J!A^|Lk(ak=lcN=vOMO}?Q?^#8!bjSBy$c499h?|DT`!Hb
z@g}QXy+0Y;e9K7mUS+3d((2T`2hGT;s?+8@!*H}Gtg000?1$@*VF`%6n8)9|d#!Of
zd7oL6n=X*;W2j(LtC8^dic8=f+qjxm|LM}5;hk?7A%|K7U%}4HQIiM43%M@Os9!D~
zedpX<-F|gxp7GmE-OkecTQiv{_wR1R1Op;BLiaoNoQ}#*6@SPy$=^7=86~>*)<ey<
z<w4HAHY@VWb&Yc7cjY$08wRfeP?^H3i)7T#G2v?8Uw&VG{$NusRP_Bg!SyMwTU%ZK
zx#clTG0(E`s$42FOY$_0`z-HEq7>JiDrYvhiodw|@$KI2y^s6bM}A-Gn#!ATLp{EK
z2u{*UJ&wM}q=~ip_f2D3U7N5M$!g=wrL}vBgU#q{t7LZ!re)sTMziPsTb|&>dykcE
zu4=T}ZdxDpoeKV=-01nV(3Ud4^0JV%u3Juax9S<|&jNmg(@pv)<JIj@AZ2Zgc@0YZ
zRjCv$!&8nSPeC!hKS!7=LxU}3dV(EeQ@DG!wcIBJ%SjKddILE#7X6~Gxzl*GYcFQX
zo9drc-ePZ2MW7bjuG@?TNw@g5_<x>1NLUOr^lK5eNx0Wf^l=x~OW}E`s;OvH5Y6ka
z3ET<bH`jyRcoNLuC)obj-SA?q<Zql0T;YnNv%_N6^)+eN$?50E$f<#VWST?|t9yRM
zl*C8T5&NJ7cY174^>ozFK?-@H085ZACVd7-Lv#`omLSsv`uqwePMCDHtdyTo@_SOs
z&AHm#E8eD3*)a^43bcOyuJy02DOxG#K1posx<aJQii^PxDAw15Qlxgpb{fDzbU3Fy
z%|&y_3a(HYa}N1(5eRN|TYvNB^<D1uZ!tf)b$J+^jwgW<X=QGBBNS8n!{goRtNb&B
zclO~bgt$90KF<*Y?n_p(?rjopzOzf7Iee-cFw|o{{-evwX_9qiG*2EgN$F>zcet?n
z#$GE=z%<gBiI(i_R2!q%+4vzRiH47JAAdy#mX4CV_`VLR40>|~7+r=)iERHoi8W`(
z!h2y)0z7Ak>I?{jB+8RZzp}L8qD#aDg$|uuHe4FY1Hv!mg}9}}i$UQxbXg$}bV4j{
zD@C{q1^YPK9ee`TX%t2$F^*-cA}_1j6Q;4<y~lA)2{qMj8HBW<N?)L%!36OQ#v4Mn
zyv#JI8|t-mpyYmA$@_Q`D&w@$V3t`48C4@<*1zY(FLU69(m}vsT8J3vgfJ`R?hf%T
z^)YGOT`<eer&b;11DRT1TS*&CnD|X0QdTRnl-M9i-9#CQ<;5>Lkqxv?boR0EE<0$X
zeHA)lMs6gT=xbo<)8>P=nKYZ-YYny`w8sYgGn7d+gmr>mROB}nrVD!i`CQZf)gqjX
z7O)4+Hug1ImI_=X0Z1YRj69aN=gPF)2Bq%bJ)3X7Vr+vd_2dX4W>MhW<ENd=#e&mP
zPl7(T%;J0ixW-vv2siF&RseqiP(*2HZwt+6S9Yw?|7&r7<52yUQpX+Y6<Cf$64<Tm
z4vf%TOy3`W)1wr&f95s@|8}{R4$7K^fM~pUQ&RW0+aIMt(zy>VakBX66nE03J$wr|
zXoxT&NJpq>D(jf7VaYLTV_veXzFdP+c)Cv@m^Z}G*q&tUzCZ`(?(>PuX#W_>&Scmn
zMY{=44}bqKB+qX+BQrfp#&Z-}jXxv|@ZKG{n$VU?k1{!cS6~N~Cjpi$mZc3BMuta3
z?UoV&-R%$8!7k}gG*nkN`<7Cd&Al7<bCL)PA!Qgco6+sIv2v+cZuSWbREv@=PaBHT
zWjC3Pv`P@=@A@i9y&gc%J5M}w=GNsE)bN`m(n9n^Rf9@{QaDif=8t+rATt)0RKudo
zM}?9nOW4Kqlm7@+UwRY!=6ZhGnp<LvDV;DzS8AAK^Tkz>I>PX8f}%mgK|_r9A)+_{
zLfI?A|F&QC6t6neDtHf@$80=HD?T|<D^-w~=?c$1OYW>vi~2Q>rC&qJ#RIaW&LKL8
zEK}c+?;spEnMSI9jo$}R{lhCmrexXGhLsFcBRb_|-)8)f$n=g4zSgG{a~5;W7<@lN
z9nB8~&8WKRN+HGShiErGs)<TvC$It>7nOQ2@A~_jn^FQ>U*6^{`EXCw<))XkLQ~}4
z0q99+EW@(5C?zfac#g__zEtJsHJT;uV?mo64v^|qElc+<<YKY{eoBVX6c!t@h+7Ls
zp~@w<+h5tryOEf2^lp6DtRflhe&{O?sngp~_Va5vh@g+uN)!5H)>!<M*=`OQy}c!U
z`_i<TGX5ptn2CngkWy##VCr_!Wz2Bb<xuvPcJPK_`i4+xXhljQKPO6H0Vxu9tItsA
z*Nv~>)C+ZH67EB^m&Js4v>(_DK(P2KqdH%UO3F9tsHGH5&%hJHz>f!A-Qv8$3(1O@
zs$7RkXn2j9l&LUr^T=u7+^$}1<8q{jD|f9p2X0hzot<@ytBrsvu$haP5j(eki6tZr
z0RPqMfIE<O^?GTmVi+qGGsC+~zVUFtC4dc5W+(B)$UWwBI_K1f{@=gm^5R77{CKY8
zJ;CnKWETQMMSVMGsOwfOeq*M(XnCj{UyvznV!85HcvSH)yy2SU0=_a+@Xu_iqAS@T
zZ%3h-#|y$w#}w+fof8>iF?_?#VGP8hB4<a>rw|jL(kd#=a3z<bJ34Q2rT2y{C)wUn
zL>A}3?)(M)8w+ge+hOG9)oWpy4c9AU%!Yq8Ch;+KlqSz5#~d0?fgk$PKXs>3lkl1T
zkPyq3I8i)Pg2Ucrdqy7bO5SpOi}i4Y_D8Z+hE7ZOeqYNs`7SX!c&{jG+AJJwFoOk-
zB+6nJ@j5}Rn_~Mw92+W3>c051XHG6@%EWoBh%Lw6vED<h@{L2QfGJYzgt=Cg(bGY4
zf#kf8D%X*Z%1~{4i1iDu5mUjt{}Qc+BL!8l@Zi&z8UMhp{UI0yiBj{RF@MPuVhu0f
z!^Wu(#Yg~wkMciFK-yY?rR6t^MFdv%x0_H1)8Mt;VdugcVZ8!2<RDt2&O>%Y|3AQ2
zG&k|kjdHuD<i@t8Hb;ZXog<jp#4-HWP-{m^Z(e%0fD+Be&>j|K**fIdp_O{~*{>~O
zUa4`Cv12=7U|QZGlNR_iQVbXQBPPE5_cpqd$L^7@Vb_QEnm!*t-WrovfBh6+g5_*}
zbn9?YXs`R}W7A8zt(`m$z?9h7wHv`KZ=ZB(_0Dbri_OLs=|8Satn9M6>Ax&!riU0B
zWQ6p6z5XEVe)6?hS_WP-{609fDND0}&L+X9?Uq)}#EIh8_fP<9`#Mr0e(w28g%Mpo
zswbzn#_9PpdSds>H?NIeDQz6!f&rQ$?BYaBV&%ynpO~>|@!#OW8Iz$bkPe;Xv?-kn
z;BMrGAk2+V55o{??4tiQ#1kGVk))c;Eh<>=)<3}c{j9y$bFfH#NNO~P$YN!}N6GN7
z(S<X#%mf7+dW;afHXX|hKRK52y{;ZcdGSO*y6?@d75l&xa#+-L=x$Q3SuB!diYFYW
z7_nZX848Y-X5Cl)E_-DydR!AE<HH+V!A~ThdeNWzpiq=lWGmR!;8?VqM3|lK<dKqq
zBkU&#BuPfZG^;-!g`!%noaybY3O9tG;2wkweS;GSt%&Gn<hsGL&*rosCt-sgzN?ex
z6)4Sg`NhTv>o+`t-^pO1nAB3K3F$I1tR}`20bKw*AW$M*=I@PSR<pr>1=m~JOv)+;
z;TKNT^*lbf$x|6$<DzsIP{VXH8X?KWvLLHJwUibwhj>6@XY<aM9+!ZpCN@;$M)FZI
z%%fj59AN-pwLQ}RSoVptnn%q7G(4OQC$@`~@Lp*MrZbuJgeL#XYg<?ZwNH_hEBy!9
zQnO1y7$-wnfTTho2;OUigBjbQ@JY&#Sec-3z=eek4VK6d$Gq%x%8(Ro6`Yx6Z_t8!
zU=u{x%~ny?Jwv*bvItM!Wwaa9y|=qf$H8(tVd5kvx{ia{UV6toM_Kogn2-wLA-ig}
zK{L!DYjK!{+TI%=FT$Na<NQb<;q(!typSN82LVWtQk`q9;giG#d4#{jKTeWJgm^>Q
zAXr<3sj#V_j+KLapSOu#+_$!P%v7ng;~-%+(E{mMil8N>@ODJmWRxxw1lg24ZHM!P
z9;i-r1wP+dT3Z%(y8ilMCzGms;CuNz_D6EdpX<5wTX5k20Aje4ZhnjEu8vP*;r{_5
z`usQep>E4srysi>-e-OD+z8U?^b8e2_vvW1Hhg6QD+d5VzG-zu)omO!8|KvwufBbZ
zL;~*L=^xg9{h9@|`gH8-C5`a8TWa8H9*qt=?T$P67>fTLrxc6WORepEhS*`nAG=dy
z5-oY-rDy7fJ?3vYiwcInmpwV_#!CO&q{v7XXg3A4Yg&5@*E+sUdUdsKR^hmk%IHa4
zu#4T)&lssTVV7Ra+SJUk>HZd2{%q<n72vSQJ5F1VzX+h63PSPqH<zj4K~G6EEovbC
zUfpePb7VaZ;38|5uI$Akwr0b(c+Qh?!E44LAwm_yZE)78o$R*s@(YRH=;?->)h7Ic
zQVbj-xxnj*FsOe;AbmOj;aQ$^UDJ4Xh1(Ec<r^P2&?1ZHh0#PT-M@8ZMsxaSq&=!%
zQ(K;2og%|6#)Pi8smIVh46pYPUj%3Y3_=!EPJl^zoxntXrchXK@D7TO735-2`uVmu
zF#3byMr21uYh7fJb4}||p?UO|0_8F@FTe;%AjRq;%+KUuM+z6x#T^<37`?f&Q?Zd%
zA=6l{+_&J7QRN}UYM|yyEDr{TFt51D`zFLG=EFIe#SEBodvehZ`?QKpkZ9s??^jQ1
z4Kn+tNn(|&v>O2jG?tU1x6ug)(ZQm0FJ;pzXX3}0{{ZWL|D@(g^Boew3sKsCOCfz_
z?o(eI%uEbckJI#1t!2Okro;@iBCq`Fr0#c9G)?witsCVgbfs!Rwzfx4K$_;hF~UGR
z9f*{AgRWzw_jKIziyTfYf6*ZD_d9lv{(?OeF7#E^FT|q+tPv&;h&u{UmyZ0hZXKVR
zuxHn*wLPm0pH)A)_jgO_!=1w0QOA*i!J4;yj?b5B2z`z%!w&d*6cv<3&zU-Z^6_`t
zP0gz3lr?qfvbd7M*Pux+3Tp_el=+@IgDhL5SfiNq7^c6?ahun-3}$v>$eZB_(d!vo
z+tYXCHhulro%w;7?ufip>YJ3yvz>YdjH;ji7^c<kG39NX*ylXGXO{*1AK~Z!f05vO
zxAPomyXQyCRhmj_1Nl+~GPGDOF1lKPH|u~N7|AHsXWL-wy||g3wa|fy$XjV-+rPL-
zRL%d4vovTaQVy5w7!Q0O-tK3hZ0oVJFVK8!;h4(KhH%k!Y(=WVzH`$^RmoV$gTIG&
zC*gS0kNysQCyT-el&)5Dd;0mfw~{hB!BH4Z_tB_6aLK{3i*M7xc2I?{9ys&KURR1e
zM1nA3&>3In?)@hJXya_{ZED=5S*D_%E-tKS&=G6M9;<5%F65K^UqK#Egb8^u5>*n)
zivW`7raetSM5%y5W4gTwgQuew4F09**>FV7Uj_~*jSalCq>q&VJJNJH--~_>_~=P-
zI$7DRiH3|QV^Ahy>?H}JpSt7b0RSH=kHMg{h2sW`%DHgrZPmJkN&}IF(K89CiDgom
zTPPMtC&$L9b>P9u5<Dai?C8)V<0Ql#4B3oq4_}0^)O=3&k@MY}Itt%*+>SezE`}OR
zE7EnCjZmph#1vYo{JX}CAtL1Q(Dg$zF<m)hG919xWa8~|6-}eK!hcpLn--|*B@W7=
zq&fKr?^hU6WQwGZGXD9WP}yoIqiQ_NI9R_ier}94G+R~{qWm=YeRC$vSK#t1FG<6T
zI|Ozb5$ti3Ex7W{i7eRF`vpN6VQ9it`AbJOmm=PoK`RmRL(LzW7w5^_7s1QQ^0_%q
z<n@qVyr6E>AdQNx6;G2J;L=Ie0}l8aViI3rgyhrW`H-|tDFRZeBQxZVt;`mWk3?#G
zimU`y*8i>1;dTjaAM(E!bZuyD=Q{%jt*?CVQ@LqI;Oo6_dY^9(_x#}3h@Tfv*yYCp
zb1?+r^G6v;o8EzE+R}F=Px=^N)_PLX7M@L+M>}6uqAQwv+F|IZd3SiWusxM@jeb4w
ztZ>;St=q8s+TFQ>GYV`Su#h9-7qR)_L5Pe6M4398LtzCwwp7Pmm63%rug~A*xDpP%
zr)*Eqr7N#gW|c83@xxn>Y%sm_<~DrFkaqzQ^WftKZ}zKm`RgA~Iz7_Du=JZq!zVp6
ziekbe#F{6^0RJ|hEMt8B`|mWmR^ghbNe;?X1c6R0$=>AdNKdE)_q82}Ur-W(Iigze
zjK=x3qu@yr{YG{aUnL}7o*jBQSRd#RyMtFLi=H9oL5vBBj`bnr{-8mrxa3!M^%!Ha
zNdgTqW-RX~Gm<kmqlGW$8sT!OKc<tP*sWc^eW7zT-28aR^TQ~#c}Fp;)ZaGhm_UTk
zsQ5o#k>emas33N0W!t+3mDY`R6|69^Mx%CXguSsPqXtXN$Bto6>qKSG!BV1;_kV!Q
z;X>1|o24oPt}fi@(IzEa_HA2P&rB<2OXf8zP<|$PZXq#Cux(@y&Y;NAxUq2zet%lv
zhoSzPq(UJ?P1ah1s^!3!v5UDT#P~%MWu){B6W@+1EV_xNwd{&3bEAMxQdvUsAE2Ft
zvfz)6?2T{vDyhS`@c^w{Jcw?%&Dhz6WJmXeOC)KIrYx=dHszRLYSS%M@d}kxkEZh$
ztK`_CvQCHJeR-?7C7CRHPq`}Bf!w1vqt(m%r!rHW71FqYB2dhG>8JH*zQL`9CXn{g
zQnBKbt894)99OTYfAftdu9^}neh?ps-Z(eD5Jjl#qBK9I$T~84qPdN^E(3TPm|neo
z0}-%2%TSNw=M9te7{)WbbMa)H<_|GRoL<K1t0lDH^Q6gag4(aiN(L)8bu(RrRBa>W
z`;+BT0vFCoTyVn`cWELZ>c=*mo9DaotGWfs-|rPENPsyFX2kn5^(H6CNJbTIvag;l
z#}%$G`I5Tti)x<Lwkj7e2p)cxzzr8@xIW1Ag4c7ERvIS7wNG#|f7GL3fytsJ6mE+r
zO`Hl7;eQWskoX&K8Wat5R`R(Y#+*C1(`4N`QE!z$@hH+7*4+Q!MUT=o?MTP=`9^X)
zqzP0=a^AeBdo8TN#)bHn+d9&VA?Ob(fUh5LARW%g;J?1Rv-O5qxg`J1eJS{o=fCyx
zSVLkQQ>_<>;g2=u1>B>Ocd|TaP#4Xhy_V%$DG-SQt)@04(o`L7zfN*o%L>W9xeznZ
z^of^;q;S%J$-t0tBpi7WKVgtXkJaneWyJEa8DF;4b^CI!8p9p-HseWJHj3=yxJ~db
zHi)FXjcWzyXniJl4>!1n;T`Rg08l=d39CJ^B}Eobeqr_+t0x^-hRDg#aHrQ{OvWOj
zFWo7sb1>@05Yh<HvRo=jZiun8NrOOJ+!~bDRwrF+YPNDSt4x3=l}a>ZYZ-dHIB(>U
zYG|OVX~*!mdBWM#TT5I1=zzAI)YZ2hv4^Habi*J(J*TN``LMX|0bacUsc-A)4S}?e
zo`qW$l*#CXOJ`OC!2CS>)r0{nFNQ#sG-W+AqzR0#N+?eIO-Nfw<PUOOff+0K15Aq~
zw|potc_;Ho_t9}_>2K>%HQdOMFV5}**A!x(qZw^vjg7TR*l-dwRiA!P35t7}p7<cX
zqFp%$aPl^l8+2v9;d)oo6a5Z73CK5Ecn&!NG=It1cH^_~`#V5F{pV6vQ`PwQIq2WV
z;Yu{h-Mfc_Y~QHq9H}NO?R1w{*-_IaNGq9}8m&twoWD7K+Wp^;bcxi%-DQS{hg8}e
z2r^zI5xe6z$v}!k2KP_u5dvL8+FTY5&kvz4tkaEUcE@;YNtgcsKI<M8D|&>DZ{xr;
z=w-@Q{o&+zCy$p$i5;Da*8p1dU5LTp!~9A%oiPUcA^vfr^cQTE4rW8KJ*BM1Qd48Z
zMzK9BvWiObD?L_$rDlJk5c9;&3X5j?!rJo@v7FYmF{buiMjJBBBa6?R)b1w$%^@TV
z8v@)i^7Hj7A!Q0L^{;tbGOj1?vG}kGxBw;Mi@9krqA9&{6wX(Y2*p@MHJI4g;2p6>
zNjU(dqG1AKV3w)wl?xp<5vEeHJGJ)6ov1J-$rQ_Ub?}^C{i_MKOeu5og%Da=(~@pb
zm@U=fn~s=M7r5JPycOS9wJ72+7y9-4`l&TChs%&jirPS{=?EW54qoKBw0_DT^SCW<
zAKk}q9d4brI_@pRC6i+5KEIlA)h-!wqm<WA#^p?z-(2}=gcO;z{B*_~HFYZq{EAQ&
zmfO=Fmigz><WZhm#7%d1)ngx}>7&?@uKF8qz?4v&e6XhmrgF-E$EL>mn?H22Y)<PN
zm=P&*s^a;j^_}X|@r7xz)PCE0ff|95B>>1+)RMl?yJpZ<TXLL=vjoc67{<YO+iBlF
z>h*U%6jq<W^znAO-%{u8A?;V%?r-bw?6L2&Ec7d|{}gAvS9*bWW{Ny~l$CJrTub3G
z1jCwHR;(=Bz=Q7EV1i{!hGchp*=N8OV93fl0}3z4_b^|c)nC~@pR6x6I~qK4tEx3f
zIyDvIAd8~+hJqle(&;QcG3BdQ{3@vC5Klu-F5#4WoBZ<G^!-ZK;Iy}#tI?*Qt{?g6
z?o)<8whtk{af>F)Sqt|^8)%G>dn}w-ua$+7ZdcV8|6Iy%eZ9Y@DkG9qcBVhzC3xXk
z4Yq&HPo3zqx?;ai{Wi78)fM<=>^l10OxIkM;_shVeO-2~EB?YOq*{7f*yx{cr_Tt5
z+9?%}%U_v4etEK%0S?!XSu{J@4IapZg!0D#Oi(4r#kr4`?s)W%y8<?iRF`lUZs1k1
zf@@(*Alwk?wdgYVM%JqH`(Wx|SzfYq-nXd@aGBX4Xrolc6E2nHWg<2(G){rTFRB~V
zc}zEgq+yoohQG=!<<}MAAsJ<7&%eHP{>rGsqmutru7XVzNglX=|L4o_xe=AUj&vf3
z1IOxsgX(!zxy3WMkONAX<6-gv?AgzDw~pNZ5oB+S#rDfKJT^-6ywLp2CnrMq@z2-M
z+i1uvdLtWEtqs`Qfee#P<(M+9)p<RRjOF^|<VfvP_}tjxErkWaz5SFZ{i844d<Tjf
zZgxSe>8PJv3KnUh8jjW4EOOOyFWR!@b7R7CHH1qdTotX4jD@Ee9~osTp5%BcuMg<l
zjHV_&9c0x{0cMw=*f;!@{QboNu@{{Q4Sbb*MMfQ(0zUtgleAvG%rmJ-n|HULZuMg8
zxcKPu-0H5opH&r5-ixck<7%z8!9(u7mTTIAi_wN+{{bwIU0S0Gd*Ls37WbSUdORCC
z3>P-6bFB}L;0+NJU1KF=7J>VEGBQS=I(uBjF}90~+(doJ>>CU)^5$@C7Yq9CrZ1Kl
zT5UPbnv<2R{&aP`?$SfMn@(%-NL>xWtvllp2ixMT0Y}WtVxP^PvcwBJgb(liW#Inh
z=;0OJcq8VF?eh$uo~xCmjM7kmU5v)U_p+o93QWXOK@u>Uif1P<ye5BqlmS)`7ZV-I
z@&IH{ew@FNG7@n94XxiBns&fffeipk4!W>&nuh&-FNgMF1G9HYIBe;GFQ;g8vdwvM
z%t$1U{%f7GzlPgnx%8@R)tAjkS60vpfd^glzr7pjpR)f6xQhJ3L(P=do6f4W1OhEz
zr2-P;0vrWhXfylHyY-#Sn0A~>X_K6il*oK!06R1DU(MHFT7o&E=xF;z{_qf!4;EB@
zMyX0HGRm{v`WqKjk>hf0pw>&L-&N?6_j94Su9T6sI7U|CcMjW-kQ{STm;MUpazY5p
zdi>=Kb!0tG^^URD<ESfnNv;?n5;z&Nh^Z~qWi<0Ve!P$bgFx=!02L&3BR%RoJ<sUr
zIIN>vr_?2mir43+=yU5zU_U1eeOMb&+3(%E4eVOa_vWvlRF`Ig$+Y+9NcMecNmd;I
zF0Rxd<uW*qzVEBX9h|oBr3+Wl)L>gCvwnX0;*gCQx9|f9dXxl^%^_d;z2-8qDka=a
z{Om<HZrHP@kyDL$m~|vS*}u<r@Mfo(i9=q9Fvr~33Yo6F?!`WT%o{1%eFM^RBp#r8
zzR>5Uq~;LjASZyns$}O7=KFywEs&}eT4Yt+(fBtYD&HVy@D2HBBX02K@91rI!>d=;
z&CGs7Xog~<zO0O*g*C*5{n9U_VB|po-yST9IwfysmxJLZuQ!+zfiMjf5kTMam;UpK
z^GWBae=oksfcnb^yJbBQ%9V-%P?gv(rV{iz``%FWmYKaITH4HRT&0s7GC9Dv%2ufG
z{vIQ;cgx0l1|vmV$|!Fk{2ivnX@EyherOyLHqxBLF-&(mOcRmb^ZD(tQkbmK>8OC(
zbfCnRsXeMf@+sUE(B3h^t?ztu_D1(YuJuvSK=<CB|9M7gNe^t=qa{v#<Ge2B$KR4X
zW7nvc-VvjmfTHKonvVym>~#)|{Yij0uf}+dj87VX)k!KrXuj>xmi1I;b<f!h2do0Y
zK1ka+T|d^Zxco=Dg4JKEcX@=5GtL_K%bT{3zcIPXiHHP^W+#52gBs;FhLqWi>A>`Q
zDhXM_XwB3S@;m(`0$+XKsXoKeqZAhuWGLg7w8w($onJ}A$eilg;pc#*ZuR_m#aqJq
zu7PuFB2VY@GzFi8Up`dAe0`Kb!b{zqrOUc~806FT>2ArvBV&=9jn?CpLUZn_38pWN
zm^;KxIS(CHtnEKrm;7K48nOt~L4H~WUy!l@XC;!6VHuwEtGavoYVM=+JDVTyxk;7t
zoKEA?8|&x)0o08|JsT|R16kxQh@9-+9{>>w5UXGRE^59RU-(z=dzg2J=Qrx>jpAl|
z^U(kuP7ZOKcRvqXKD8H#MEzLLFf*RW1poAH?tk5S5g{kJ1iJYX6r{m^P4m$W&V7Z2
zJ5Abw*CBVhZp{5F4EApR#@aU{?-|K<Z;NA9)H)7xi;yK<Sb5+18uGSr?vUfIwOBwq
z^2PJqC<oukGC;$44`4IewE{p`8~yqF=f{XZ(ZGw%=GUzs-t{yI7y5g1roEQN>bQ>a
z(2RMOa&@DBKXR7qQ~R6(U^u{~H$L?fK<IIe8>0J>${oM&zujU7Z_Je2+`F)l{iLmK
zZ@f>1;8mXFS2`PoI`Y+s&b>}ppG4ggxN7=dh;hWE9ULAjaeqA3N49h<=kc}V(!q>d
z#zmV9`wvcqZ>)&BYrrGZ)xIx4Y(=8rUFDd6TZ=Cn9kxZIdQgggJ-{9#{zAPKkg1<_
ztS(;-`XF}YLO;qcOt5yNVt?827X9AU*E*}|==~*$w1hJEcYCRR=q&1^Q6-z|V+;RD
zAKjh#&=*KLdf`3gshZE?lhB|>YQW#wQ5{uQ&GVn};pC4<aw^r!G&)dB9Qlz`lil=F
z;;w7I;0Rk==uW;ap3dW<e9+-ijBU00!!EG4s1o9Vsc4@76wb%WbRgA^oK_P2K;swJ
z%abHOowdG|kGXuh`R~PlfO?gMy2XfF{HG62A(p|%joQuEtL1|rxKj-ZrC0HS*Nw${
z8rq-aQHcq<DL+^)eYvt+-Td=PyWHv<iFZ6kZ{(i$_%%3&K9zdJ9BtcsUANouR^N5u
z{`pHXy^gj$Ib(?4PV?URWrUIVW0&i?SX+zUd(k5Ny*pO&B`KiZdu+bH!<$1lh6~Km
zV2{cQlL^X=wck$Lk&T~-N3r0t_cgzrTAB=1_uq`K72YUnf?@DOl;nE1AN++w3GB~G
z-c7xDWp7g`4q9w`7<1ES@71aLsQf=d(yasQ#mU*WrEk}fOI0Evqg%iZ$Iq-6FHMy{
zS^L};d+%ug>&BxnB{?_)@AFVGZR11hchY?z<_1Mwo@yStZ(n*(zJI%P4^HDrO<d=J
z7>+&pQkQQdK5wSoQ?5xQzD^g}ciYmtwxyLI%QQ-eGX;6E#%mvTT>7A!^dA5i)rvQK
z#(2F<Co-qR2<u>ho>LyU+zU;sMA=J%X8E*v9J?rWjAafc4_{?%Fq+_4WpqpzyRx@u
zg<#nT1Jf)CCdOn8IW*|f=P}w~D_hm|xe7p5#zIzkXp`0Bt#{7R!?&v(1?KqzAMb<j
zQ42Fk0j0>WO|kmDCdjWgUggcu!9f82vk-;!^e1M)7Yb)U7@8d;^)SinJ6z|AgdMT1
zldsYL=HhM_eiE(jT^V)`HaM6s)uE2soy)Kiqf=Eb{bTq&sSKGL$#&suP8lFK3Dl>^
zhoqR;eIt-GQ@d&VMnk_eVkH5(3AGo(x!IUK?We!#L8m%m;Vn6EzoDWupCV&YfRIvB
zF53dnLe2U%wLZhWe7zq7CDIWfUt?idNYxkkwkbnil8M<wbk{_OT2%gxl1=*zHNby>
z_9B=YIsS~!iQ?_XM#sq0?9!`DrM8?$f4qh7<YCX$u%h><OofH0NFpOzKWih_;&?Y|
zTaWMf3}x9{TX2&@w<KlJrSz@?e4pEN!&2bJZe0Hym6&7^D!$t?-j?>5L8x9&(y+V^
zk-~R;A%sPe(N1h`<^2T97AHs8$rTS=TUbBWBq<u-$7_Ba&M(Htqv1dtGc9kKNMHQr
zF<JL7%U738qNK#2uU^8_=7C<Y<RGI!J==0TEw+&pyuIyg?_XY_PKV5}g1RDA0rb=t
z>b7B~mz$;HKuE62=`0kGmuivuA7Bsy1<Zpq2Svo%zcbqHhtNj4b?>Al>O%rwT1{Cz
z`@)kGy6{^=m+$-P&rMoY@@{Mi{od`luCpg=rGZV`A6AAC5iMr{{{h&eC}}aYtL<XF
z{8o(7MvM2(gHHfmDHhGQQ@;-8f#7By+hI?UlcMLREAQZce`CQw2`pH$clYJ<-Q5RC
zg-3-<=Si=A%Mf|&WnL_&#9d+tbQ?cB{E0KXvRw-?$x}?+)XHW1l_GC}IY!q>1erfa
z2swF2wwP6g3DSkDc$(7nE<+4m8rp^|`g8@v_P<9?-72an9;nPu%ED&llP`rp#)VDo
zq(h{oR1_uD77CSVq!Sqp?=|IvVlrQ&t);Z)8~gG`BEV(6f`L3KpiBQQh!^THM14`E
zBct%Cyi7kuJru0R8Zl&Q4p>qQrWhvVdt3&q$Y$m+F*zkLCM?7W)zg^tdD#F}!|Ow(
zvEK|$Ch<{*#`wxUQR-LavUL{qI6!8E&)t=2q9n+-Qi|vacJqvAa&#IQeCHZ2Lco($
zEv$STcKx#RuAEdC6BFxT#*(Q}V^)cj;1OLgu+f5F3kD7wdZ+`i<VWL^8W<OV`+Q#{
zImV8rbF8R%d={)hB^3Jj6~-$kNQX`(1h%(o4{U3gaG^Cz0T18&)Y&k6mn$B-e=kOy
zrq3QPB!kNMqzhwmXAB?)_|=VK*&%uDgSDl|csD?MZ7#O3$Nb9UxaU{efmZVQrE_X#
z=r~huimv<>&Nx;^ZsW^(9ExV@CO{<P+f`$Y4zJ-nCz=DSc_<e*CQXy8gHAAwsI#6h
z5t0B`z$IQT)P}s5yM!sJe`C;LDyo4k-@C%8-~dFo)M?DOAqNRXz0}HOY_5^AZ!%Ni
zHu`I7`>xLz0NR|Ln>$#%SVH<G;lFDsv6mo$OSQ87@pv1GC`RFVYToj6UimQ150xc)
zt+T?E*}N%C^u;R#%oDl@RS9e#H?YAa4$JyKcJZAHm-#Gdcl7NdM@ky4aO!xcd&%*{
zkn+E`COD?{2hR*1&_;0ohYCmgZEST>;79A|FWTSpVK92VDBpG?oSc<$$U0-5($dxA
zPRyu%Ko2Ts<rvj%LxP#;9SM&7{q&<v0!QAcIHoej0sl?+ml~wgoAoLN90dlgeTXcx
zdU;p&+N!#YIOt_oCG7xi5&1YKeCyYw1c3c+ZNe>yYgic%l4Ds2FhZEn%rma&c`ZZ3
z;NPcE(%$T%G-fcAGkFjxmE7*1JY^-c0U%x6bvZXv7+5+8T%FwZMyO{Z{7izZvtbO+
z*6ac7^o|+N_ZczdTk2Y0pe~>wl>G`>%&>hCq=$c?UDHR)wXB0U?MVA%WiN7Ka<E?M
z^%B#1Cfd}<H%F5xpjlCQ#*)Ii593u(YGTYE$myiKUCqg!_N3_|>4u#KHrhWti&!LG
zT>6z<R_I3vG0ACdmt=fND@KV9x{Pz2E{1xU!xPyv7m~1I&8VSY6<3LUEN#~wV7673
zDyAukaVa_EK1ce@<*em7eg7~llyCh}OP;iqi_Sjd6payfva5!44=%ZOagmv7xEQ^r
zPlDp{FZQN};v3F+{gv)pW=cLveqi|i)YsJb&6g%#I9DxQVBy4+L8)SvMxl#5sNsfV
z=Ukg?zDKp6h%##H$D4KJ>8vFhW`J{P%7mNSdj*|+QKY69Ew6`|wz<G656bb<qhv*?
zNIjCVv5O{U{wg`oxO3=YrAsABIx%jY2+h&V@A8B;e5e1YM=v1Mq_!062CNE~aP+5~
zv=#xY9VI&O*IEBvsLg;tXNJ`y#N`xU*D;#jeO6aMNzSMEw%~4kolDZ?<-U4jZH31x
zS&u&TZ~xGWZrio(`{1fLj=t=e@VU8HlHLA*6)_EQ@j2A!udSHQYhQ1nc^FaldyWQF
z^_iEyS8|TK*d5cwE=;Q}3IQj?7-C<CO^4FPaEGgWlAg6)K4Ro{yVkh)h?lYrKfNau
zZy>z2&E1T!z%q}8Cc#3tY$Y8jCWN6!VzLR+QkA|-5Wozu>%tYQpjwdG>QJaOs%J9k
z_MgXDCU#7RCh-kQ%%7j$0{})?p8mb2Fa*Rld#O)^2Xl88YyS;vf2ywaUX55{uh#_i
zwFFS4?d(u>o`hz;_z{T5+g0vP%2HeVy_q9Kd3k!1@5zoMjfb4Xy4OPkMH1ej&BoM0
zzfM&(l?P)ItwPd3MLpGfIwlj1qV)7}QstIFw3rd49|^!lO!nvRj%T%K?D`OHT10M)
z*u7cd!W)=nDzU%^{Yf>MN)X2M<;ExH1_qu|SXB{T%H)3OHwU?VS_v{(S9+`G%ddoH
zbY@ht{QKf*huKZ_d0jqy*W&t~c;v=#&JP|`qkh!D%D}ViUvAQg?Xr6LJXsIs)y{M%
z)J>L~QlZRX2WsL7ua#n@{;{9Ibg?WNyQ`b2IAW^FSY<E1IG<t3UBG^Jz4`A!ke5mG
zH8CL{orw%uQXoF{fv>Jq{(3Ufv^4b^EQ-h9vrTG~gD#-Tx9R;i8niiTI2++-xnmD!
zQQrGsWSwVFQ+@cRL+>qg5QUfkiGUR8(m_e+As`?qy$aG%krsLpAtVs0v;d*^B1Nk7
zBE3kJA_~|6X>Q*C?9A@YemFDvl6=XTIp_C0_kCURcF#Z-Hb*=HD#0Jue%O|_yjJN5
zKl^-=w7n?{cQAHBmP+2}!YB3TA*WG=3*HYa72v(aB-C(O6`sDmej1E`9MBmfzj^zf
zzIvil<-`vLJ{R5_k_t`la7K`L>vaeEjiMxasvCR+05c^az(u(M?J*q)AH{lPoBvNo
z(>6o1<L7%|FzeFLY&5r`&SC`53`}J9+OIwRoI-<n0$XjZ92a@F<cS8CYe{~o#rd3z
zhdnAmox|FROxQjX^fz&bBrc}+?t2Ws*$&r$-j|90qdk@du;&2M8*>~CN+dC@{$8R;
zThRE^5{sqR1xSKlv!A`pPqZ_QH=iXJp4AtOp))#~846-0_ixVfy7xAI#7Yb8M+H8z
zMsutiI*n@4$FHr5?-!<_G3bJdNZ)^eH^Wt3+cq`mvI^>6loqEQmR@Kzo`BU2WL{Qg
zA)~xUJxJNJlzn!a#o3qt2xA!!Xb}PYX1!0C`UjA@e@Ox^@V$e}-8hmMyt=jY4=^WM
zO_lHuF!3xc?BLSn3gqaH<@pu-PA&XZmpFFIA_iG{eraorRDb$cd$LzEF*eZ0n<}!=
zPHb3ISGz6VLg0^tyE*Q$Bb_eP!@Y@QCis=GzUTfA&=Gbq5c=%!A7FL0>B6%ytlHcx
zRW$^>Jqv#*4(3{Nqf|oiEH)2T7b+&z!TV9Y*1ga#JNY|gaC0+G0LL|m9#-86paF;0
zG2Umv*ET}Pkw8t0GMF7QPNZ|qQWq>K2uRTipHI*u5=)Vs5IctZn@D7Mt-zv~hzy42
z2T#Ac{H)`%m**Lr!Z)?>mS&4KHsn7ivBi<u4fw%^EG+5Cm7w9ROUX*IfpypkBjzp0
zUs9Z{tP4a(f0}(ZAl2s+RcQS^Z^C-;V8*zxPs#@E%tZmM$5K$&eo`o5P-C*14|ksC
zB#+N0DR#O+P7!d*2z)qB$snFwkiTa#Ikr8Et*rGp`J6?zL>pabkuMXfh}rp~-r`yu
z>E}HVJstsy(?k&<er#d@OT7uLF96_FJ^Z_uqm__0MbS!;;-1S&-kM}<ebnZX3&Ol;
zDf-%IdU#=<Ca^wfVug6S-BsjHN+(BS02$?LvBM+DIKg;=Z*PQliyj);#HlPmk72b)
zw$u&gj>FeBk!R{+0TeJ9womKG*~iE)%C*ZR7M+s+pGoK~{d^=(AkuM&Q7;4NlrQ?n
zG?$__q5R1JK@>GWq`eSD#v`<300xm{MXrjP8)%`4yx7=xZ#pYUyt@CGb*$RqMm4eV
z%Yw=)79e}Fg$lWJ{{666Q^o|~puvmtgXPW>`9zg&8se$Hnh};wpY$Cwq{iIAS=de1
z61t~CQ;T2bcm1E$33`0~`fZ0EHs0<p|Cc3)&HTT&WMS*2#xIi)cg-9HJ~1k1Ix8<6
zr2D9hBe$nfo6+zM!<*F8zZzV=!c()w@jo-}BT=N8;7BQ+H$E2(hFOY04_OOk{WZ&>
zBBp2ppiTY6Wf<g$BkyNzY;8~EQlS**Xkza<*fzuiwK9F@^XUS8f$G5xUwKhw{X~s}
zK_`g&xU|6|xUX<37K@z}6irb#e{}r7^BS8iX&uGZnXRRV)Z7^>Dafn+ngU}}#pwzC
z1Nb*WJush6ALQPCveoTT4y6M1x(nz1+L4Bo+Zt2lh}&CnTx0uaqWsNX3}o37H02-m
z=rT#)Q4~q2hrJw}`yipmoV!19vOV6uJe+MHR$PKNXdQzIk3j_mXl%ivDr-mmQk2}F
zexCwco6PmcLK7l3*WL*ljmR)rX&w7F)<?L|r8|G7ts|oT0IV@7`E)LUOlIarFbD%M
zM+(R$k#mD%NW1pFpaz922;n$^=WrUq*QSplqea2&<#Ch@<dfA?>us}=uyn`hP)<Xn
zBSoNMuzk*W!3cxbRMSLO{a1Vw7a55k2UyNaXFBUm%=J3|wtM!sgUvC^HrgrEL_fLE
zzLZHIFPA-h(I)b!yKc#}IO&guZMc;_F*@<%t!AJX)p=X=pI}DwtH7|=Z@K_H@}i(o
zH9tdiq1#R0crtnq&%0wR4WnSo_qF+LaMO4)>vOXz^;j`Lx)aBrwy<Z>8k9zyyeP&t
zj_E_6rOc%`CLg2=K*GPN4`30Fnl#$LJAHi)*DvhH4AvvAkw0Mw7vrHFwEfnh&!*(0
z{kLj)B3mkw@hcMlP`|%9J;6n8{msDf?+?0y2}>>Bv|U+g8}h#m=Xnh~5_2W2b7NLM
zQ?<O^`11`d!dT?vH~!7#&pfp~bI0G$4>fisKXK^#YJ|{!-=A4ie9D9tr4+ae3VCs=
z4Omy{3fJ!8uy~yIh8Q=t;1t|-`>8mKZX>HseaS!tk%XDUw!!ad2nT(GI9&}Ps#8CJ
zy^ellxopgJ2mb!rSI(Ps_5g(=M#3D6vPH-7m=uowlStYr9lgVEVUbe%KRz7kv{dvu
z&m4Q;Obi~vylkUq#^~`J=`ihKFBA@-Q3u*RqU9qL+M63U66xV1#o|;jszo#h8I7~6
zW9AH4Tm~XKijRi4S&3<4G^n>u0Cf#tezf1ao6u1<K!lhRV3ZT-(=bhqR(Lv=knI>n
z<Ko9c_qEEz=i8QG#(srou;l86{g~qYn>+^8f|&_@b(Dy_6r6B65vEy!!#V4>B>)&R
zwPGH&ev?TpDJ!Tf7B_|H22&9-#JXNdF{7UYo@-O6-Ly|65rt*{@?^9>CE4s)(iTHs
z`Cb~n)h=wds}WzkSizs_bcT923Sz|IU}?+Ykj(01=cEQb6$bq_3=ZN>8KI&QofG@K
z4Zw`KmJVhsLxZ(n{J9uYk&eJSjpf2jA-~GX9UE-b=~FVRNytN{A?~<QD9p-CvJ700
ziUQ)o_Aj%-zv9kR^5c!~X*VI!MM~Clr7$#Q8xgCylmbU(b{BKO^uT2n;?!I5cq{>a
z;8aOm@{pnbP`WwPD3~(%qd;?aSqfN)fRnJJR81k#H9Jh4xAYsp!X|JiIO{pg!sX^k
zj3qt=-Y%xnpg`xAX{zeZCgHfB1{rN^gu08Wb2)<3bw2~hk2~1(mk~rV;gGw3h3>=j
zm-N!<Y%MsW(3a|{wIHgQOn2Q(X`|;kh3>*p=z&?s%%mRmlmV+4Z-?u&pkeDw>5?cI
zft`@D>m)5)_R3PxolPH6DX<90w@%SE6V7EfbezZqQ{b=(&!cMXZDi>fz0}7x<ZO?m
zx`jTzt9g_sOj~cFWJOO382;R)vQ#NAaaIpWA|T*m-8gWvy5@|cE)1&QY%GKmX8=4|
znl7YWj8Up%p(iDuGJhd)g8CMki9|9TQIiHvu%uW|n<ocMc*1hE^TiC-oE8Mqsg^r^
z_FMj}Unc@!t$d!SX80oGXVXwQ9XHi$DPG;myc8gTuFQE@5t^0mZK>Fs)L^%kZd}sv
zUTQ&8NubaI*k{m|?e#FPreq#17Cly)m9L*_h*5uFkE#XeGGoUr!5BJY8Q!_o5en_g
zMSbv4wuJ4%O{{^v1t7Z4DzQz!uv1p>uEUN;%9(}YS*Udl7o9y*<J7OG%)vdJC3@CH
z>GmjeKepOZ?`IwP;2YgX518R00Ed>JN-sZZIn5d3PR%)Z!ZYLaXBm69LGGxOur(Kc
zEq1wAx}$R1v*JVSj$>39onHuix~1=C$xWXjw3yb{!H=MuQg?<ds8N4SIqsiBL`N+6
z+?zF&0Koc(r&e1H#FAk;cGhBL8T3H6U@Mc4w-);Se@FMl)c>j#|8?>I=Mqdka}Vhy
z%{D=JAriCJ<Jh-EJTj*Yi3d`UrVQ%7J)>F%5MAgv$g#F?7&V*eCURB(lMopz(VfCH
z#^#{GTV4$8mT`AOhSkT%_%tYIk^;zjqyulqM;$YXRC>T<rj$}e11|j^U<r=Te>w6}
zV=)m3%cp%;l>hhlkEGtW+7)decg(drOWnXn{ZV?1{3x`c$F2tt=W_w+ePV>#`!;9y
z@c&%Yf~*sNtufZAuAttb4LMIaxa#q**;5NGox8nc2PKSS8bTcs7LRLkRLtfOLLhqr
z;Wieo2`)L2!$u{xtsc#<@cQi;SlqH6VC{CX1cN=tTPQS&ctB5A8Fo;^(nA6Vzf7I^
zquR!OY;Pc!``8T(Q!@kN9)L%1QtrXrRQ5=*Cx2h7+~y%NRhQ09Y=_uSX<szjC8G4j
zWJqToswO*(9lumaV`nz3{pi<pxs`WPi;$mlWmzq6A_ru-A0lXdpw8n%zBC&ZElMss
zx+cec(IiDJIALrOn9<<HzqRiE@@b@ZEX#+Heks^lin)0d0;i=R7>H|1`$A5_^b+@{
z2#}Es>8CDGI_rS~k+c5uTi)sXJ$N-H?`n441jIFZ9VRBR>LVvQ^*|i^Y{XJ^dAU!f
znVCGvU{vBioM>VduLimry#C(lTx^3rRCx<QDqjaRzIds|UQEIvW|~HSk6Hp1F{Ztd
zaDTqoT6Tr4!bv<gTAkn(E<}}=Th<TGsX2ahy3JT#s))e~xmp<Cd@I(UM+gsc_Ml<=
zyK<@*xLfnY2iMFz^enW0Q5N>W3E^v*ylhKvQK>7mf)kzc4&-OtV2rS;xc<<Z?Dw0(
zqsbO~lhQ`1q9B1re#0XC=e0h&#K_On9g0mb+6ojqAnS?vS_%9LA382A95Rh4rA$e%
z9uk6!p=iCy$Ttngo)q%1@-O4?H&}i=VE%L$I$$Bp*`FiTk2ky-;X}jnsWs%fINAX(
zeEYsK%YbCkV}^e4tnrq`BZ!uXYH}C4Ui*vH2z<uv3q&6$tE+bNYD{&_dmogXRaj!E
z9)*BeO{Ek=MPz<K!BTU>5)Aj}u5rhEUm&uq&-mJ8Y4PE8scyG)1%X^7<~C(ru!5Lg
zM`&oE{L`6(+a5lxuWGbSoqSps%u4UL*QUMG+1zLe*qGRleAz=;{a`w9<o$zXgJm&?
zH|YMU!e!aTYrC?)v*tTr`#DPI%Xe@aes6x<qjt!0e#ibz!>z;TGK;_40u*AGT2?X#
zRSGY&S}{St=d6#o`o2j05=rPx+FD$bdz%)&b$$HSt?!M~q*b(@{hygu`Rf~FMtqfq
zw-e20O#MS;-g7(?xcg_W(6MVI-SImCyOWhKLl6ZMz>e}_-P~Y{8~a6<;2U;#t}l}0
z8%Dr$qx{tS{{TE{PDf%ro%P?F>|I?;?EhFR<jur{6n_7hWaz7Ut`Rx!Jx_9bF!;dS
z6^R*fTQ8aVwhB=@)24x81Fx6ZU!O)EW*>SimM(o`oX81FIz=Z^zW+)d>@@Q|k6$=c
zWI$mAT{@z_gnvqJclyfSvD&|QJl8NDj?^4+__IFsxI~2%NzgghYFxZ5=vsR}w`?Ka
z{;D6fUM{&JL#5}2d~Xj^ps?(7dXT?-ir&jHyv34G{;BKH`%~wsMf{uh3fENV!L!TX
zipOs9jL*MgGk^Etm6F{%lz}a+hdLvt)s(!t$l349tm{L?-Ze`n)W_|Kn|`9Flgp=X
zk_8QAOyrq2p8M_UZYF3!bdcz}=dR^j8fH*;gL?u=n{kfEG>w1WaL!cf=Mmk!en1y#
zW@R8NdamN1mVYaN^Z2?YuLOD=hl_e8-Cw+vVJs?5j~Xh>FT!MU`1|hz?qs?9gY-*v
zg@Ds{$Q2A_VkdGq2ugE!w8iI_;`yMnuf*3wM~lakuE%>VA%%ybv(;y~=84&Ud(r6%
z<9DC&EDzfozB3B<Ceu(Z^C0YPn^OXY!IzV@%@X{!$6+o{UdmWOH@+W~d`WV3tFmZR
z>I_=>`E@=3QS8>~p?=+SfM7&&^Uw*8odhd;jv6m7eTtdPxBdgrFcoFujk_}X8RWO#
zWG$;y;4Va&Je2`$rzlNX-};bv6J6pm=7f<+JB6P<9Q=^<J202ezrQU%BEw((Q?<=8
zDwOvqXd5FE(RlC0_45;(fFrWLBjo2+&;X=zS@Orz*+CLk9n*_U6$Q#RE%*E;?Lb&4
zMkFVAQPF}W=ESKOuRyP-A-5ZS5&A;zS;z^2cg#_&7ttLxU8xH{R`ljO`&F0ruKP^B
z|J3GtYOVT7eRYD`>LDmNDWu1TECOy!p$QOqyD&YkqH>X^uq%Zo1Cerati|a7g^)w%
zup2@GC$}ibBuXJ#nmpkzzik{TdR*gA{7kT$t*}Zj2B3-~ZY!nhI&+DA8M(e7`0<WU
ztF=e@0}sAE;GP^AP23Qf+~f*&Vn@BZSHn&45p8OQBvaEH{^(7K+Z&m(W*+{WWM(-s
zXfG0w?z;YVTZ8Q4VQbLRVVH*jC@ar#2`9tlRy?emt@>hw87@tL%oEC@cG6Qb9b@!T
zu1b%e9&o=3sog5ij5IA}=q{cwF}&6PEWzkwnaNTD4wi*PI4>;l>S4hjhVAm6yy-L|
zq!5hm&)#;r>gmi4zExV38EuF3xfYsb2+z@p*VDexFm;B23jFOfkhS}!<{Z;R-!WiZ
zs$Ag<W4a@rs!rr9dJA(iha|4fxoZ#aVW}g#zGA-Hz9=^+I}h>E=j!;|ymDwbaBztz
zEV+_#jfpkwv9n&?_{8kiKPTA0+~>f|T=jOh6MKE|DGT$t@HywFmj-ZyIG-`%N1+&f
zU^zRYc=R!=8N{+d&qg{TBL)hkg#_4C{uU!U(J9a|`R%Z@SAQLF?4kjSjcN@|h_Q#n
z`~Bd>%$Ova1O3F!ERv?m<0CxAx(06P+^H`F>tbSb_vp&Lb1h!o|9sa$*i2oRbnoar
z`S=f@ssGUN!D7=bQ-uSqx<7h-i?>!74D$se?=$OVE!?@%K~z_n75BNvVCJ?~3l2lq
zRtCmuEbJs*z9ca-^4$pngx^xQVHpRuS!;Tq_XC1mq;*{$)x2jz6DvIPUWSkl%~?^u
z{h{;aqYvfUADYiSx1XQBM~c)g6s&&^m0!pS?&?`4F&Ulz$nklLEiwrL1h;9tBe?Pe
zn5*PZlTE*!4nkUW?ldKaKenmb_;~hrpZ1NGxDZ++WRcp_+P`VF^T6L?fny^_Ji_6w
zLI3GIXJ3wNAKqN(wGRvHr^Q#oY!Mp@*V*98tOIqVxKY1|>C|THBVG+7)fU$NTP{Pz
zMa8K~g@sRu(&>%=0Gw(~_b;L49U|QQm#J6d36;XmY+Bl+A$t=GxA$;O_QNEJLhF5O
z-q0yaVwtJNC2!0SHcM$u?9&AWtD&r^W!%h04n#*Qdh_nX*XK`N+SOuyqZba=CIg?h
zUO2eTaMt1YL^r$*o&(<9cpU)4*8Uz-9Cy%pViP!1@%yd>j38g@iVCh>uQ#t=M)e57
zA(Mee$A?OukZ&SEf$ASU5<@%|uhCs~UbbEqbcSDMJ$vF4)bi~~==kO9?-#=XqXpH+
z5d)_pj1@eYv8E-}^@)JO{_^byKe$9-xxVu`B9w%FDaDa&Ve16N2A2`-$>_YLu<4k~
ztgEpf`hHX!h#OC@uL*DdhGxe6U?I6QT^3zfzCXGZZ$LP7G7i%XHrh(2+{%JWyT=vQ
z^xvm8gJX*gh<#35v-_B~e}L?T=66jjO*LLGeG-E;j%yBYyt=ITu_g@`0e&)aeQET{
z$6Uos0;B!b3gH*$U=|QSS6o0y1trH|kUP^RCPS%kJz=xEnZ9XL0oJCk%!oEsA-bB8
zjv2DZsY%BjxL)k;`SV~Amv>Z#W1D;I%i>k9NP$kddn}HoeH-39K`JW)rECcWiSHdA
z8@#EjZ@)L`Fj!f3z<zC4F8P(s+pqK-8h}@O5B!o(sfu-!bn>cgo4RK!1c$tD{pKMB
zKJ*47)8ys&kJ+~PviNt(s?N3TP_mA@woKsH4yREm8|?`*zSQR6*Ba;4{{V>fgExZ~
zl{xY&v9)R*ssqq+7{RniVDrEu_Ofc@j`ZH_2sTHH_s;JNwtm!a?Ch6pQ&bXvOx>3a
zVCJ1hT%yI(apiAw^ro2&aN+GSOI5Gxpaq*xPI|Al{9m2C_(Bwv63E$!YHdC0LS8?i
zRA6!ahJW2N^Wl}1GTt-0v6d&Itu3k7Gbi|KV`F58>!%6_Nftc+cm=wAkbz4>$V1-K
zKI`Y6X@N;8sg8I&%k&TMoj6yDT-Jei`I6meDy{w2B)>FxXxCHvT6N;lQY*vqH|Ck)
z{LF+~Q9f;)3X@Fw1CUvRzOvTA=+Z1Nk&O;ywT(DxNx_J7<5X3+&Hq=4a2kxm;V(%7
zqnmgj8*Z?rG}*jfm&eyzR$^3M)T{bIK^W+$TbBLUMD-qT-`bq;W_`OLtPWyO-1Dpl
z)jexiZqAlGi!{iVkNZK&hVVajdEHdgyxtJhm@IJIa1gXC&vCAFoY?!vt*p28O^g(U
zhKaOQCZ~dzxUQ)@^PuEi1l&ycc7($nix{><<FQ<wxT!hhL?$F`X?>~UIBhem@%0in
z(C)$^W@h7R%E^1}Mqk&`GZ02UvqL6XcfjqIYx$23Y8!hG5rfS&@SQnCZsa^vucve(
zH^!)}-*Kp@|HqB=cGJ%lEjJ?fiZ5U92iNobXb$EPFd|!iDeCz|PSRG&tn5SoM)LqQ
zim2Je4P1X<>T(F<$JVx6CG#xwAXf{1*JvH!R40#XsG5$srpqoQX8LVE2CDljgurrU
zovdVqs)F~q?#vhNnwDKil`k7T3wU69rH9Z82NoI~hX#oR3S8&GGSw#+*L60nY)<MP
ze0zE|@uf2**zq{}V9gx{p7!2j-J<O=(Egz0`G5tbZ{|$#V7Wk4e`1|J7tvNucQhfx
zs)@qjzi4xEM3xElgyudCiwaFX_!!FXesIA&(=*HIovlR|`+l>W_UyM5%JNZKrEaHu
z<6_>gtREeQ*Q?ptA2ZmrH`UIS8<($KT4D1nems-&Gqe?dy*d)7QpgbIm^Mq{%ztze
zFG_a>tnhPIWwcg4ZM28DGyUAz`yLy=ZTZnxP`)P0tCGIQGA!b@y$rdoS5!+J^mcoH
zW(A}Vyz(6)I=$XY^Cn85qv&)y_G3P_>~wb`W!Vx0*%l+mad10ZFsl6qfBgq2Nz5~%
zgujh90b>k{4~*Vbbcov}{<^$*vljL;nqKgAZ}F}wovG-@gN${(-rX4^Y)K}}o@tmN
zz4!(@9<ZL9AJ3|ta<A&!jT~(@EpndIvma~1|4&CzFz#n8Sn}QL8XF<Wel=yLcaQV0
z9L-GIeA?{SZMJ$O$WCHhSl+2z|1=??)gJNd@2lo{VcLom<-g5S9PPD$+^bOj{pugC
zf(h|d;5Tuq0yN#fm!;Dln2IZ!DB0=;P`a3?n~)7@?fBu8ZDNIJBj1p82Qh*OXW;-9
z@TOG!trTD*u?MEPor$3QY@HgwDu82k{%~8=?C!n<MLFtVe`zSak(2zf;VghhZja0m
z-tdCLoNH!%9*{8=ex|w?_=`k(5q|YR=aE)sg2)gatraRrRH^4(L1JvW0qjiYNm~R^
z&M<L^P9SRbwxnS(IHmsH{%AIGjE--+z?1`s#fheq31Z+)kwAlEmLEyK?aUg0=3tl=
z@Tv5RRFH)-jyGD2qAkeNY9Ovo*mM$W<w(RFnXYT5`BWFVunhOZ_D}0paBUa&b=MHs
zw}xZ4xp7b^%(~GO=464$1)q@XH?}I358mJYJ-=yhc7F}};Gu~ua!A-Z%PnNO<BR4t
zc3i{UvDMjBDaKYX=XrqBU;@7NY3Y!_o5z`nh1N^OAf&K?)yM4&aXk}?t8%zq*TN3}
zFy|twgS4Ip#=F}@^~rp5*RUtke~ZN`w_8gIen}ZIu%89s;tWdZ%#G8)Gvwl7e?jIL
z0cia@I&#wAhsn9cdN3#VB>BD7L+QP0YYaIS8@W^&AEgw#so9p!&2;AuW|;kllDC#*
zX@(qOt$&wJlR_Y&;qmug7n6ysrYd$elvb4<PL%|;;@O2Fqk6YvsdyXQ73~d*iC7@9
z@fQK&g(Qq3k#%i|`ub|cJcoN|u`O>b?2%;v4hlF%Kj}B6DnkpXWI0zssgh0C%%e)S
zMHdKA+SL2^#hk^8L}x`+jRnl8-QfT>N5V}hAtC*H>{5Og+KIop`CeYVm>;fN{`4j}
z>FTOhr#3VGfq}UbY8*ZUx%wP`6NE@GP1n`5a5kkTL3z-@1LKnq&(}zbY*r5D!Sp=7
zrj|c;Kw5c{ry*me?+YV9em5YV)T;z(*^K&rrNB()*Pi<RM2n)qX#VQd|I-K4-o1Nf
zHBYh@|5pL(e%LD^EX5q};TR6gN6OA(Im)u#;qtc|k<@%mq*{C~B{!VvVB{!bI8J0z
zeviu-J3P{)DDb@z0DKN6=#43*V4l-jv+DSWr4(|Yf!E$nlfX?wmKr9^V=0CQIvXe=
z5#h}10i0JyB<NDMQN=TQ@eMjK0BF8eS^zQha7tD!F8ez-Q(1LbwK$dR<B{{`CHCes
zbbMs%^r2eM!fTO0r&4>=wcC3crJH9xoPse`s2#ZDczU9<x#PIR3IJkx{4?OLx+X`o
z7)cB;oL(TQZxM121+(z{rEhc}4e4P#D7n_AZfPE;iD`Os2>@38v3urPR3U%fxE%x8
z6=^VtT-6g)W_@Tb81bL`Q&|$DY)RBwZ)F?+%rox8l|$8TK67?=v=Pl#i1hlPiPZJL
z>1E*4Zx<g%cxtmb^igIG2-##|a0-ZddRASsC4_Cy-*+9#RQgl&#*h)_PYvnewf(F!
zq)4E(O2%YnlsLi?;*N};EyH*chM$4xSuG^o)q|rTdJkz@>y15wZ$D-gdiN8R{J9KY
zQfKu+{C0>_u~=$;<Lrt{l6^K>F<EQ!YuL+2w0R;}j1y_)e?m7_+S!|t2^SkfYRSY%
zHjQOUf3=#m%te4(a*%@QPxTcq@)PW7neu;4y=3s@xV7-U-}lS6pO>~}to@HyKmYZz
zO`wnIi52GiHFe%4Nlu-AL!j$=oBJQelbL7Ps?Ce*Mt(i)6x_{8iZRzgtD!#j7rB4F
zpY>C73Eb{FTXA0R6{l3sl!Z}&OK)!?;fR<CTIZWJ7SAe(V9s%C5?HW)(qQ?oGsKO0
zx#8<GZH<t`fO*<H7!VsFotNjvj3hwZ%!|K5d?RLUG_)<qd%rtRL*q+x(y*;Mn!Z%a
zo3~O3PIX6_2@?08N6-l9$cH>k{n`GaL-h1rb*)ZjI?e&+GNu6yTZ8kGNB`W-kU|J%
zQ_(#V)Qn2%k21g(@(tWGuPMl4WsnS1Mk|4sY!ksIv*kax4YD$xOdAu4FWc&O(>Y`)
zPZDgp=L)FkZ}f%?6jmzUL%>|}85^9#U$Nz2C82d1RFtk8=#58HI!R-zwq%z#ik<kv
zn<%7Fgk}#XAgQ|J7YKUf(fr^-3GBvoNHoA9*oToW;&-dH`zLN!^+`=x(bjHh*kAHV
z#}%5gx`W>wU<+Mc#58--E%9LuL4Jg&1e91~`P%@XfKW(f;R{ZEY^I$?3w{9rB*A>{
zgS)P-o7gwhGAjE1B8yqp8W*@1ubyQXk7+b~2-x1n5=5Dc8G3hza-mVfG6ZL?LkJPv
zT$KsxPHlc02TJ;sS$A?C9s7RGgv##3xjAdSV8N(Zyn5A&7G$rd^3jthzs+~HzC&$)
z4Y=oJ)gtt1gtW(&kpvyx4u1AqZoek^kC@FY+|z31`RkysWDuQj@aJw|s7ZZll)Vgw
zE6Y#9Qb?uvXQu8qDat(|9eJv535G~Yt0}tLj{#>CK%_?3`Nyw2m0r=*0{RUn%ReN;
z!veH1@S8?!qN3DauxS;moBREeXR^-ueS~sbsOTH>CIgF`(9of`0)0#BHrdZWvollX
zb7YIi2|Nypsm;L*ub)(qF)c{)d$=y$rr_A8uO?wyX1g<iv+g3XU=E`6k|5z75HXF2
z1YV1pb>MkrEEFIEjLak;+>kNOM^U46{xNjC@nRBZxfZ%YLlOay)xYaimpq^~Uc5Mr
zW_91$d=inPUm*_dVV<7e)CJ3#6-iMh^=ZcA=j>Od(}dG4O{0(_`q*M(Zk(Yl$7Z*n
zg%f~wZikVq{rU4{A@$Exm77(6^D56C(JegE#hXbx2Z&ZVt|B0g0<seGe11VqTTWFZ
zz6zaYxV({n(^A$}|I@Hry~u&zpKok!ZjE<coS=p25)osAh<OdlF-_-P?}bBPi`a<^
z_11<uE)h4XIV^EQa&&`C*Kba4k(Sh+_s@Ke;)uq*=`F6LOpb=oiwr7+$2&1|RPLd$
zN$p<WCXK~bmZ6kv76kwiScKR$%9Q?wk5R9El&pKdumU`F;sIz~u2X?`*vBp*zt6tz
z6hi_7Sod`)|BxTtc^cB>;|e-tr0t@K<j?4>{p3yd4=@H-im-jbz(mSF{v8kBAT1^r
z@9|k!(-dJWxR|N4SZHrfe-6VJU440T@#=ALHv0*;V;JYbKfo7k2Gu~=o<3<+68t|B
z5^|Y3qrWrk@}!?U>mDR%Pv+PT=8zPF$`39-{R8aY`Zf6U>gcfMlV{PTZ#^hMuPvnU
z`=4)#Jv<A*x@uZT96jYjO$muJw5pskvrp6ya_4w|g+dJR7ChZ$j5kNrX;gJ}y8+$c
zq1Yy@U`chf5JJ{@aqa3cFCCmu!0V#rddr$%xZgPnea|MS`oXL3C#z27^--`VvEUKr
zrV*{QOflu@LFF=P$h2p_c++2jyZ7VPvA$3EuV-u58JRc8MXL)sLp(5Qw4$9;6y&cW
zv9FL-M<RWVrx<FXC|<!Th$)!hc2JTssAO)at#4eP;!C)9gkhLfVpQ(_9DD_{*M3c+
zi_&HrS>|=1Nr7Snl2ApDm@dRY;6iZF!1R5+OZ)tHQlGfZOer-4J$_1(pR-YtK8md!
zp8QnP&Bk;CUyz3yO$MStf~;`<xEIj92_FgVrSvO05A*&5%pJ;8a(`-pO9As91jZ39
zLuG_|>z%J>F@cm(1GfnR#TeP_dU#_J?4L@9fGEfTW!gKUSe&$uV(xJAll<%Zg019k
z+cYvTq`DyGNO}|SXd8EIOS!Z}%6C@>*0u-*@*jSSW0sg-->IoOezv&NH;oC~F*RSl
zL!{-B2WS4RCVN8kwC;zZ1lc6got^m012i(R$|vj+)+y(}{93Jgq(NNM&ai|{=LaEh
zHtX5Zx&Qpt=^{Ng|IS;4cB+FEvfWA451Qw!r?I+IAku9Gb1&tjg6O8_k2#LugtG4e
zjl;hMxriWb<6TRMcmZHZWxF(lXtm#>{IRKE{li=V$p%jV*V5;vYr;v?bs~Wdazufl
zz(_~)SbZV&y3NM%#jT2n*$DviWCc?|Ei-^Ino~BumaHoOXB&TrKiJR=mi9aieDhY=
z-t5@KKD@;#Z|q(r8JG)d%z5C3_Ja|Q2BZn%?gl4^l-L%DUl#(5sHb)ziRVjizjkQQ
zksWzWmQK~KYmy#536kir(59sb1Q;T6nzNfjSX!hk7$0un9Y<hK+-A*OP)j>*6fcPx
zFq1ZCh)(3UXZ;B4b)%Y^hiuggL0++&Evol*LBpJiG)LQ}#ps=T##x)02`*FxIjxE|
z{{RU>W@+izVyqzKo3O!Mv~}7VDpMD^xSvCejt-{~sGfXEPWPSBE}yI=n+6R%bS4T3
zJNBl)M{`m*y4kVe8B^>t4=pud?LSxJf670d+uE)RsuTNI^=-xI-jt3un$A<TnZ^@;
zaP2|{GB=hU3AHs!sTl-0U}0x5qymty2Aq<6F~z5l;j?^5SlSKpDV-cqM|07T_b<Q(
zBYYTQ$Q#%CViB?Ueh$_zVlEO7DN_)*>aLfW^&CzH=|odj1PaH{I+vV4V^7EAZ4t?;
zVf6fCB6BuNz~t*e)kjeIy7MOMOtX4ks74lFVGek`Ht*=#L$UrbT|kg!4`^P4KP}dD
z0XN>uE$tpLR?fR2T!K)i#B!7SYJh>^$G%iW$Tknn5iU|b0}O@1NlMe0yZG1hv_wi0
z=JWr%0BSWOka+RW8myT2XD{z4U4&Tiaqtd5y|EMgctY4fR(pehNR@Mkw73#|=Nt2Z
zeToQOy=)p6xd`A$gQQ+DRfW<AvD`3PWCXJ52+TfB8?G_4{cyclUs5k)$>nf|%4T~z
zH@C+u2O*s!sdmV)tM@d$-!ux%Evt94BTXEtD|c~=o#VWLaC<ZrNHx&s|6LNG)%k7W
zAK-TEql_UW@h2FB>X8hENcfuL+(}ee4a4>KL3{R&zlpj?Fal!?a12aDtOSr2p!t{y
zb;tI4Z8i`;Onbk47={{7wD&EbN8&vk(V^F+WJDyMOiV=yJq$z=;QappjKxB?LwrB?
zse>xArS0dW-ASm$VI=A0%4)W-asXihK_GDfq8PX@94&e<1PlGjD$!?Jb}hMhe>?|I
z*@%JTqdo#QwKJ$@_YslQbn;X~v*dHWdbuwtwb@iu;%KDjxiW^>#h@@{XA>)ghOYoF
zzv+{mQPQmG2=Kid@kWgG00FtYO-SlE(38;z&@dId3pQURvH7x_L@eYVV;dyD3;=^I
z-L02+UrkHzjbJ}2pz`U0%+XL~+J0x!LXAAHUY*Jbg(2?fYu)-@1;pU0ytDw$Y~FWT
zu9G$RD#>q;zl+6^W?W?@kDjydA>_cLmbzjZWN=2#UFMXyqqyXnLmkT*5u%1HyNK8*
zL`Vi(NOWun$0<?`bOU7MQtG{SeoJ^68N{{NsJ=`$R|FM-a~?9MnF{xq?)Tu#b;)K8
zZE>QtzVsH#V9aBP!u1>R=t@v0a5qEEuiDC~QgRHLnS`#=L{87<%-?FjNI)vt>MDEd
z=&5AQ#Fhk`&4}PpV<nC;T~TAD#a|7Pe4p&^gO<5Ydj9|W^#8hdx%3o#KaiYIAg&7e
z_6pg5fS5Jw-#Z#Laz9r3roJZ%TMwjQ^{htX$e?hD_GbV9W2A1IkSgvH_GbG7R@8kC
zf6PE8j;~4q9(Cie;d=bQ<GY1haReA@={E+yGvY$<5W(vgkAnjk#VIZ9l)94iVsA*X
z7?28Cj{0KV9Je~qd`Hpb=zb=R#pEOukrwz5u%qeau&z(MHIlNmR1&CTNS~Y19pQV#
zL)hF$`VPO5ihTz2g%H;D5GEA4z18ZV{#5W}sm0|VNvg#0RLKIzcUwpfZqeE+j*^GV
zpOEx!eq?5Mevhq#yPd?Sr*Q1z2Ra!w@h<dj$XPQO26wkzLpqq60$yQ-vR0W6P=bV8
zReS*;jf)Fl62Xed9n1?3AsG3=#F_ymf}@GD#ZF<rxJin#R>%OCli1Gx*!z=~l%ij`
zb!ER5NpK~0xW>Hyi^ahePCCu7n<&(MFf}i3Xf;GWynW~MbJ@aP|0ayf@Pw|)z6UV<
z*xu%r28DkV`gyFR&eQf8f|JZGNbMYwFrKyTp0ckASH5;Qwnp984K6Qtn*wC|DoTMf
zOEaDQCUX+p*s<DKSUt7gtfD1$7w93in+BGa-YSJ7-DK21!Kjc}N@fZX6M7tDuWn6P
z<kp_$6mlbFSd`c%Xfs!)X@H-*m0>S;#=sA)bF(Bgx=ifvi@vR+%g-N4GY|pYdo+>-
zS3XJD)w3G*{f3v##NTUuJR!kBU3jK!lb<NMFkdMuQTPH=KcG^Grh_a+j8=7fc<>~E
zF@M`WW?y%DPn!7fY{W2byFUCI@VC({UPOjzxW)X^>p&I_dGolEbpQa^tH>oeS?#>F
zwE@f8J(SuSo>rg6{=R&!J%G^IC81u}bOrZ!<=G?)apZRcekh-xgqj3!vD8#8(-OJ`
z*@;gdwXl78Q?FLHtmct7L%gSka97}t>d$$aP%<V1o|!GyH}0$TpTtH(O{Mr6nb(lq
z5^jCOuQ&;N;gUyBCG4I(f+X8N3uTI$scvEK|LSPG`5S{F7`!nxlah8E(F9@$P(9<8
z_p0B5xi_r27fb7}$wv~(^Gf;3P#<05znX~qjyo%($ep8z9{3_s2*OO95}h~B4w=5(
zm>J1db$xy9_vlL6lInySMR@t{;rQEyjoL?LsSl|%#*@rHq-fz?>w41#rdg)l>&BTm
z%E?xh*=yCVdEQ&-mlSvtE?yJ24jlQzx8Y`&j~3{<_eX=0-qTysdT#Wx&__qI-#KKg
z*mNizx}OUD05iLj&nAp&{3ryR!V;j2<j8JUp=+FnCU<1mB?8ppq=84q1yo6@z1DtB
zD?`(#>#mu!Zv@$Ves{Z~+}@al&8x=bgt9H-ZyY^RSd=3>3NwE@NEICG7q}g&+<P3D
zCr`O7%P;+L)z`3iUB>qr?$E3``}2c8ul%jmfs|I=j9cPtPRC*Bs}FwP;j>=|)kEx9
zEL~DgKD3gfpZzp<H9I)iG+NEoT(<A@Wv1x+NA9S-M!d7A9)OFotjq>a@~`uC-`K?@
zF3Ub?0%zf<8Oe~1q!Vh>*+r3?+Hx)`(<_TW1NY0R4T)q6eIeVDT+r0Xe2`nYA!UIu
za~#U@yelJhlq+l9%-?jH!1$46&7pEv^;#eQyH0O$sWG4FuV-B6>LJaOEsve8Lk>R0
zd9c}_eOzc9F60x8VXik`_SNNp8W<`{@q`*^nu&pVn+F1mEfdADb`SQDj0N@~iE|EW
z9=E-&=6~=hDJ}-p-*%B{y}@MjBvr0FHbEudp#bRq{d+-{j&}03O$njCFM9;bRD&c5
zts5OH1yb*x@L-7n<p$Q%xS27;yJwArI7N(a8BlF?Y|ua~^!q<R(YJ%y?;=ZniI)V!
zG?2~XmK$DO)2+4o>8v6*sk?s+=Lp2=<`iYQ(N}f<coFX=gH3)<pt&_>V%B^$N|I+x
zg%yuy)Sq~d9TFZ*96V8x4AOE(RU}n33Ka(B#x32ELgfN<nJ^oCvrD*#%U#RIRt@`g
zRg0+RJgMGXIjM*$Pinh34=t<tnfIvTb9s3sfbfIg$Z|zD3@bYx>ZKd#?B&vTf1lnE
zkd>~BInr7&e9LgjfFCX@)BjFx(BQ5s$f_>iwpZ{=YSBVF6CnzNiWPXcjlFt}%k~)D
z>-(yTefvw~5qI9X6Tbd9$4jZ1Iy*jt7d)03m&nWa{L$9eSQBq@cgtdO!|?_0?!!vQ
znx$M#?p&Y+`2oAjTK9QJP0<S$ilS114WOT-(nGzb+(w_-LFLlkZNm(ILf*2~vg>2@
zqlM-|g}3ci?bozh6AdPcz3;Xnesu&rm1;#yta=2Iku%Uh;{=vmJ6={(RO{e`(kgbA
zjvFFfPVrff7|S$=v@s}_W0uzJ_O$#U6^A7eszOs|bwTPU`4mBZ3q3VOHoN9j>d~CS
zdKn>AGkTwuT3ZnE?&jXF&G+;Hf*)5De~fN4u@sNN9U_VFaIzaHx12W$ueh<qXZ&2{
z_^8q1tXjghpy0uT&71t)bID}hgmd|U*4N4V&kRd)749+JH_S@%<1E8td4Vn*l%Ooj
zjxWR^YRCG*csHXEJ&V`yVAtcxp1fWK1B*3f)s(HKUjJnNZgwf@FFz7y!JLko$hNqm
zQkdpf*od;C29iL<`)j)(Ox1h6@yUTYYW@>XLa9AZ<v#8Y&XjAStz6hT9*(FVE=j!&
zPIwL+bQ0EX^WC8=fF=(&G&?WXsDC2bZ5Aux*jrD$P~L!9yS3P^6pR%alaDJncUM05
z;P~T8aA2N9+nL;CZx(e7bCdB&=bv$e?Shj$)8I_u`_AG{LQSO>pEWN^e!rPL(R+`{
zt}#aqUBGc_&J8k?6~z`))`$j-na~-zN!!ml8)Qw&xi3h@N(AX{SxY_FAR-VLj)BT^
zf!mu4_g<$rJ$7|h@-@!tHin!$a*7X{x`7XQ)Kf(LbQunXTEWQgY53N|`CK<5iF>y1
zrBDa&KlXFA=D=A=xs_Gd6fG;daB$jNS!w-hP)pHA@dru-gYpIQvJ+I5+0G=<s%YZZ
z7ZjxU8_MUl&(<^j5R!;BO2O8Y)Vup~!qr|El6An6yV)1#-M#*E|GN9lyuTW!gTtth
zQZV@Xe65m(S-LgT`<B|dF2<V%376#%gf7P)_1ZBM*HHlI3)vguj!V*S<y*`5Itw#u
zXtc;d%NH^e<`tdSHu9f(zOZ$)BlPDTu07^`?Ckc#l3iW8bOg_wDGbr>8lwZ9b*_H0
zy)}g;>LHOp3<?gQ4By6V0003%i~Id&Pn&)gi!`2(wAX)x$mm5gC_`<zy)Cf0TB$cA
z-aRoowA-4rd*_(*I8p`g@Tc`glaXh6*@iwpUta~MQT+FJjPu50nFAl;vEw+XA5ltC
z!R{VY)D}k*DxlRInrQ04!3ibyO%q;-*tHAoi!|C07DLjPgpvn5lLD?WDYd4W&e}mc
z#$P($^ci>`!@#_ZFJB4ooZWAgs`df=8E;v9d3~tc{<!3(r=1}?6@2bX%!e|M4m~Y5
zq}!^)SM%o_#5-+Cve#Gl>gqRtwp<E^t+)(4b`MqgG+8%T%Y4(E>e&3)X+ZX_+91yf
z%T`>j>2cgARqh&8*2wahDP!JS_t%acYRSkqr~Kh2vvYPGW{+csK3%w%vLaixm^N>0
z_wl_ieNZ6;0h+q`_8gVE+#Mgy_HcDpOsMuBAd^A>Foh^R;!!EM9ix}#yPf+fk&`z(
z%~!7uEIIq~(O`(f2}`X?>|);QcA18A#oEs?A9_t4>hN#FuQ|^xOE}4G9haz9rkQdk
z1XHv)BKtmgUc1hT^~S$c;R{pz<P#u;kDY%Wg9)*bgnPn#gP_goxl^{S@je;+m^x?u
z5e7vS#lIJ4@83T88@?1h`7Tu@U`?(ZYu1vSaeCqKSk=(@#px-F&-bZi<?>kzVn02K
zyobV9O?=QWM4TVa3CAm!)9im5zIZ*MaIkT^A;j_@Kw&UL(Knq|Orwp)*56q|Ffn)7
z5~laC)938#^}}<<^OrTp+=suGzHyI|h_V+_3Oig({j2ERs0HsX85N#Tap4mE+JXlX
z3D%qOLn*~#StCkL`GJ^}`{89U?d@nL9jqdk@WO{z9rthjdID@i1t8s7Q6%T2IVQyq
z0++ziFm9^zH{9oK4)o%Fa!^%JFEtze<oZm{mbXHd7a$hdKOG>V?(MxsHa$ZV(5+xi
z)et#g)?@#DafDf{D!K;IDNn(AX5_IF%mb+<y$wb>T|z=<*IlMzQj;!^mc4D$ZeCA~
z_kO@$g50h|KG^)q)52n4!KCQk|GE4J(%JDKCFw4LN-T$@R-2|*hx2=sw)(zqR9z_@
zKCU`fQ3zX>XS?yv2lz~8NsV*HY!^tv4$w-ysOIncQK=s97@y`mG*Ab#oQ_98#<KR)
z#J%vReUS9z?@j=!w#%1~J#UVOka;rdg!a68ofuqhAAGAhu+-&-$--J`B+-aXqsm8m
z*SILDG{#QcA<{Lbt@zc+F^jIn3;%O<pGGTwJ&z6VY=bI3r3M>B!A-%vuEcT$a_x>(
zKzH0tFoM^bX5ne-*~4`PRJ{bni;zpT>|poL!^Y$bY<hb)&u{-^`H@JzaouhszFL|j
zCe5=_sT?P9tC+M0ii1#%k!AFz++E@O<J~M1QiayxldhmqSqUr0Oc@K-9f3@~kD2!#
z*$b>%CWb5N&=HWx;Y_H(x?)r}X_88=t3lRGf;T(x{(aaho{`C@mDrH?;Lj$dJ}Tv5
zL$0{v#~36>>eaD-6vaP)nTJaPNkTw_MBP8`_RnsJreO?J3P{i>@cy=C8;8CY|5ewX
zweg5soF42uv6|0xiDQ1TCUO_ohN_Ger8}6{)Zl_4o#_%xOxnocM#q}!Z9u`K#^I7o
zyl`oQkYdCes2e3(;AWlvd4`x-s$3hN<~db6IhO^Omc&5TF!<dwYC-Ng09r7fRVM*O
zM+KwgB9WyAEPkrK!;=oUj2cS5e;;pMRqBhs2EC-XC{i`&f2c@G0QzDcb~$17$kbC%
zP4xiK25{Sr(&FgsnQOr6p=b7_MJy9uMj&u6nB3uxF_cDJ#|$FF%Ej0x?Qv}xgfvH4
z0Qyejd@1m4sWEzD<ymjTkw!-l5W>$g0(H<I8>C3q6yXY5*fXlhs0fIskph4*{s2zJ
zZ65C1BXZQ$F~&xA(ZetVx?#>J*96bNN_0DL3ThI$eJ3IaSox@;BU9j&SQD^%A{_xP
zpuc&_0dz)FMNF90$)mx;eHAWcB{p}bydK$`LdD?iW1|J~ojJ;P9k0pM>o=hun2ge2
z=;EZzWH4Gu<rxqWDA*mves#+I%6HE&r{kCK7~XW1%8#SITk`E2=d};4I=M@mu4CLv
z%>~a<?@?_?2>XR#W@m9v;8;FgQySO#s#u}wVayOEZ}MAWV)+<OQcn+L-N+GcXp4bM
z>^r~mV+wh3v1OYmYmsZm%i1`sVPbCO4^n3?wA>MbM7DFvtuG~6rU@IESPu~0m5ACn
z_VzTtZ_%+HU)d=&Zu@QK#|a7qHJ9#hlH?vHSZmeNpbrz-ZnZ1s;owBo&O2(UTr19r
zJ(MP8;+qw0zmkY%IA3yhSjh`^F-#O)`4Fb2fB0pQTmnFf3nZ0~7JJiKZQn4d-PWJe
zFJYnAdNtcMuG8cV7haZRJe1roN0gXMq)1D@Qn~MnX%?%4`8SnshZkp70{ojJ>1jcu
zK+*YFoyX3PFLU+d<5#Sw+3)f%4e|euH=~>-!m)2(glBv+ozUzJ|44y*vgc2JEXdOr
zF*Maks;#ML=Q9qo8#C0Qnjnx$OC2$bFDt$Hb?3R`5T!oC9BO2AX)-GXy>Do5%z!r3
zQPQjR))2UP>rBIgp1l}pI0noaNy+r!eYEMnh0KWz5G%_a2K8Hg&R`th3Q)Us&nH_$
z3O=qUo%2}D;qDlH$aLnuqVCcz+gKtSwGMsXNF_d+^ZJf~qONW&&0X9CB|m1EQht+!
zL;$B%_jKgHLVGXACyJKZsK8mSdSBKTvJ(&Hiw*4F`Ps;_#kH{$t`tpycgB#K*6uPg
z3fwo>rnJjQQ-Qeu=K`eDQT_y|wbBmhKs2!fAS*NPwqI<J>j=Ct|JY$0TFg^LZRka#
zX1u*l<BxZvd%PjoDD(p)#-BD#+{3i(0%4IMUdcdkztD)VA3X$@N&+bdM@I0(Boca3
z+ljJ#9A8E)L=sYnG6?l$x2X8f^(jA3e$8v27idfnEC4H5zfX_0sU+-BAC^jyRpmMs
z6h~o@B#AnSA+f<5k8l>XkP8s~DKQldMVP=K+DC;)21j}sVf=qwKtl(RB8lhwBTuv&
zaU9vLt?DNH*h;hkj@;RFltL_dF23W>EhvBJk)>t?x7s1<XxTkB42#O;Q5~pW_N7@R
z$rMEACk;)+3e~50rBlUi-DzCemNS%gErmZ;X_z262!X%iAAb^dUwtI+ut&G|Q?=8R
zoznb};~o<D{vQdUrqo^r76@CL-&o_#L!^I6!||#QlhW_q7nUV~C1-EK$-?znwdd1t
z_wV!*&*Nwjkx~+bT{u&|BlH^~512GS(l|KQ=#L!qKDpc(2TqB1*(>ccBoG%R!&ndJ
z!Y{=M8}TL9qdSJqF3@j~iAZT{#bBDQsag)2U>kpjjWJMkpe@hm(8!^6XIIL(m~RS{
zteAd<&l=a>XP@@4lfruz$ey65%5SEg1tdixA4o!x#WioKt<lIwdvKMM6PW=Hr)>bi
z4X?L5K~HYAKb$7hh2#*Hje|;TBwnZWHG#S#v_FV(j}eK+nn6rU@ri=_r;pB_0y7oS
zv$#>Hy8JB!-SocZY;;8++3laC3Se_o)B4ZgCoG+XU(%$Y3`1RG=?o*j7+Jt)-L)UQ
z4Av2!Mh6#?*idOfYkN;$>Y4yvXQ++#UfS2nl9*1us13ir&7WMOf!EsQUbSbpAMtw%
z1+Vpd8+-9R9J4p~I=W`&0b1y2_u}_OA=AeHzKv7PD2RWTK}@6)sd|u-Y)nnp+BcD}
z78u^Q;r9RGY?ZwHuWckOC3a<7&F_Di>M<c9C$yL9dn7c4p@Mmi<Yaeqx2B=)FciBm
za@Qu2ft(@*WkLRN^reHNccdVd`P}r35~3bQHD*gE2!XzB25^PY*$?YfnOV<4=`)wc
zkp40d1Vq2v<%paVsI@%VW5OxQ%sUlEHbbZ&cm4sM(Hn$MU>Ii?KkmZSVXe*-k`>e`
zILeV+OIZjNyRhg;`es6mx((c0i-Y@G-iQB1*IR})`N!|yqq|0j<OYnAPC*(rdUQ9^
zASDP$NR3b!qZ=78LK;C(8l@$a?vfUz1;6)x|F|FA$8kT{<2~4QUHe?`_j$fv63n$Y
z;s<|OEIsrMAsMLJ{5iB6*kuJ3_ohJIK=Aori9d0_kLnp*>d1A|-R77(JXI6V1abr%
z;5rf@ZYZ=131#$ANy^lU9yOvpsx*c0j;QkLpvq7RHC86p(hdiC0eED~8uAf~hZE8+
zBgq^?Vy+sU_69gUSeFcZsD0sh-1>{!c?>P)*N5dD)x4c2&-U3J1Hj)y1UaUgMQ`=9
zVVPnQyy-7U3L8KC2MBf-9M=YAMEY2r!!n8+&b+jro!|gx8_7`!hek(VAC^l(a=fMe
z-n8CMb_Lt5-}~7Az6>#U)7NFL0-TvnONn0A+hK-CxQY|gWmFYcXveg{bBC!Hv)fhC
zUahXYH6HgG5|s6FB>6+l9VbBFAJ5-W8VOXxn)j<J<<x*cjD~X2U>o@HhzjSQ5NeI2
zoQdfIP2c!vhU*A?adt-a@`hCtoj~tQBT>FSQWUam>>A;KhtwGg_-e#OYm!1Jflenm
zW9#WUA^VBr)>T+GP6M`Lc(M2?{7&5lXXjY%$gL$Td=ne7g=ZE?cvOPYORg{|n{>&7
z481Y|H*zRfs%rJ2nq*#T!<MQ<nX+%z7=a+iCG@u=K8)bsQ;BacfABIcrr#EE0!3IJ
zY$EMI)wsh~Kc+U+sC0j6gmQOgPVLhaDpf4!yq)}}5t?r85P_YJD#p>U>z&<Yk`@9h
zT#Y#Sn>gj1omTyPn=;d7JJ}7+890~*YGJzQwZ86^=%8oo2B|b5QIrXr_rw8xjeV!(
z8TbZNguS9-V?+Z)ACuK-4uYPJ8)1JcgMXS0GkS=>Da}uluc9ttIx$W)-qt{tw>>`y
z+5VkNtc9e7Sq3bzhrhhmT&J&!(4oo2APuw3&1}Y@ocWk&x17h=<B8sM=_`YH0rluT
zA2^dJNfvj&kJ`fwDRDS}QLYlS)_bx~-!u6gd)Z?nd&&3b%l`qoy1Z_d-TwpF)HTgi
zIp{qExpzO|ju(N}<c)B`ko(0B&t#N=RZ*K>3*(hAWQ8_7`i1)KkcWIUoh!F$imXT$
z_-hDYH`NPaQGqKLynCyjQe^X+Ln-{xw#1o-wqg-jfJDb_OxlByQn^Ij30OXFsIwBS
z{2W-QiY9@(LV$r4U|1HfIwqd;v$42M>$p=C^*C;QF61?hW2O2?iU-_HmkX?}lWo>(
zlLbKbDvr2)(B6?1y4Q?x^IJ9hC>f2e42YMk_!PGoSmmn!;(0o4t}JIGkN(HbS=x-i
zN({IN?8#NgAmYo0J3hI*MvcaExce7Xr~*jhCt(&DAN=)_{FO@0J1ZKCIKFG-9+!ua
zHhy`SiWLc0ADk2=G#IV!&(h6BhhJXPY-ne$ix9726tmr;*oS36l*Pc>xvd#xywh~D
zX?pm5;>AwswsPNe#&S{V0rfnFmNCy*nRbupBA~i?jvhI1+FY~-w1C@zWV{p=Pd_RT
z9M`B*_FV1E^Xoc3H*4wSaJ-qy->7DKsUj#92)*Zrxf;i6&(-Da4W+o8k;!{Ig?lTK
zm|20bgBs$KLzHWoiaweSn#H99A}@UgQ$r56Fui$XoG>ZwNxgw|)dO4w8d7aRod$g~
z*YJHe3OVe4c1ZZwG{3sQK1mhDNuW?HCC<y1`&}E3nNTGufkqPf{J->?QB`^oeJ2vh
zi;IgfY3V7fXu(xv7qAP$RdHBQMxHWv|9f5b2NBEnzVhX4R$yhdLg6e!l~C_B%A&1D
zM|E^XBK+(RjdnqR(tm&%;&KqtwPI(C9~I`en1fGc>`;7CPw`{~;i;p5m&B*``-ZmC
z<UV<Nzul3<soFmYqPx_}!e4zpl+pfQ@YYcw4g05;*BW#M7ViIEwWmDIykj|=5isF^
zv-;pD?f<@E;x2=7D1^VYy>*XpBE$3T!QR){NS%tJ-Ad6zaB?3#l0>-jKCQksaQ-5N
zKMT<NLF-U10>Lik0Ki@L`(AWcQlSZ#G|R_T>Zza++FM=5va9jaC<}ZT4UHHb`mXQG
z<HX##J1oI@E6Y^_vl?S3e{MXw!QdpJhbQHO)xd3gg@E5bSM7*vpaJ*)0rU&hvCcy?
z;fd0uZ1k9gO&hZ(L4P{TggGzCsUUIf@9?T@b+xLC6EfbU)W)O&|Hr654kVXJ4?r{~
zwyM9kGmL>(auPtuU?w;)6cPuECa|D!K251nMbjZtver1=bQc3vZ4m;;rlQdtsvHhv
zDh$JJw9?)s-J3@mL5W}|OV2!I>Ibx(D=IyT1z3U9JGM3&r&b|I;!1jwBttYRL9Iu3
z5C}QK9>t0Cbe2oY-t>IR0pCV{aj5&4deC-3UzG2)GcJJ#njh89kpy!Bc%jO<@u#YN
zq>U6`Q*`iHgQrhe<qPFqDk8T~q&47n%dfe4wb^?kg$PH%EU}(=cb1lHu~@`dPJw{y
zb)D+2PC-tw-FLE4ziKDp7l1x`T)I+i{FqS|NDbYaZ_vEOCb{2&JY=-FxJ<0HO`J?M
z&-Aoibgl4^BStWr1U>-^IR-`H3dqFe`m2{`yHTUW#TZf;?2nEE4o_Q7{;^PW-A-o*
z3CN}ZS9Mewun!FplIVExeFiV#(=|mGoS6ILUl58;z@^W7Q(L!E+8>!U;eU$5#iy1v
zMwT@~00x@$2~|wwEfMe+si=Zb32uyCt10-@fAO~OKgl8f+`ckYznBuAFShB#<})!K
z`9=1>CdgPRKlwUonEYxJmLNw9iFc7V<FK^AV9Hb>06VdbSjc!4R-GaO1$FM(+sm?D
zT$A~^GfxQzA4HiUIK3le_P>eEuJ7ZkxUu!JJ0_eo2&+*=R8+lSeDRCLdho7Qg==_&
zaQ;i>vbEO`5_t8g_@D5YA7ba5hCg72m-5AfV(|YtTjlIuU<1NQmxtd}XpV00*!=<j
zTCp4%b-mW`u%i!8(Z$@v+|9^&O09%^FT85T0Ae?VSP^3R*CX8y0WWrZ?_#F^1K4FS
zod0@CmiCHTW28E?{Bwy=4Kn}ErId5_`*kc*XtkC;0goRado7WzNekxnThs)K*sK8C
zG=7hIpmajCg%`18R-IAhu5^Wg*Mp2bwK6(4p6kR~aYr5+BS*5H9}TDUX)SqoX(4Z3
zZSn{t!#7p*9}CrskkR(A<q5-0Ds&0Rpsrx$c-$#}<rMf9Jqjj(E)j?IBylCflpEo6
zr26LETPqi7yCPCrW(sV6<Qf)E1UB)^!6bpX{L!kYQBXQBeuj5)Xi6GiZqr!I{)F%_
z<0E|5q}-j+UW}mG4LAZbN&5K+UW(YjwbTb@{TvWL+uQ6(nubRDknm$F3&3Ws7?F4d
z_T#ya^gFfvS}(Bh4HjZxRz?}04lY}!TT9MQxg%DHtTe=sBu5QiO6W=p@lb_()1m7j
z+R#PyXrJ)G@*jf=Ubn+Dc8p>gs=;~`qN*mQ%Vtmk0+x3zD7W#+5Ph8-2B$ewFaTxN
ztw&}7S9R5{sJ2ShKI5<PPmhLs!=VIy&qKK9sjME95o!57<*t<$s#strSkuF5#~8QP
z<!gpOMI6@PK;Ib-;U>vyb*MdE@XmwslMn_STuK1T3u`QlOgeqF$8k`qrlq5OAgdnh
zqtn?sX;ZMtZ&O~~0|eC7CA$sKtJuql=as$Rs$?2;E7t|)wKOIl$q|%S4#9O)$(33(
zcR1~<m2R#Kfbkj>wjy^#oKVsW3uNA$$-}W264kv?-MDcOXtF@SQb^f|82+avBOsk}
zawtEaS+Pw0@Gwk84hlDx58oqDuWHV&_!uOI$}u|4BJv5OR9j`BloTRfv3N_UR7~7r
zm`pd3pO-1XrwxN<io<9ifsAgGyd-(x&u-qMLXRMz-R5VGBPuX=v(CI2TE6e&hGX|o
z@tty*&LOeeHzbceRujqH7BCYB&43j~$F>-VIPEFKqH6-oY*PS*7;+?#4ktx#@W`!E
zVh;q4Rc{7^TtQWxLSPZH4D8AG+=+@mTS&*R^bhY+f;)Hf9>gUJqFw|w?os@Z+|{1_
zlbc(!?85(-hEsM|Oy!rzps3*cuo;nnB9UNez_N8?Ps+hWdHVlyw5Uf@qCZD*W0@3!
z64{JwXXkC*R*wYAg9?XjhN_e`pFyb{Dso7vnkZ%%(x_&wdpQ3C(Cz|r@DH_&0$;gy
zt}dM}chWM#d8wZnk6C`JF{C@<8ercF=fh{c@`cK^P=H`n1^*^rxYWMji`9JnA3#Y5
z%F?r?s!R?ISJg`}f8oHk5{7f<;bTWizkP8zy@41;hH7~%)|C|sLj=?mY@K>P54{~~
zDyq9Lj3^8nKz24mO)!~YBoj&~k);U$(0IS`+ShOs&bV5l$NRkJ3?N=b#C0YVSK!-P
zi;Wjh5|14p>_IZ5;Ez@%hFu7yAJsMPG%<=tcXes-!VT0KX$ijCWbry_<6J^{RM{Am
zC^=J@sws30`N<-})|P|kPR~_O2N}O5IPb~z`A2Ep_R&Vq9qzBrj%`w-U6VnbYy$;F
z_O?V*{REI>Z|r;fW5tbR)zuhA5Y^lF{zCkm!1WY|D`$s)8?Qbj^BHaN6!>%CITz1_
zb|v0CPTUpo<$B`;gapP3!+&DTrEnX7n6L5Ga6{v~tYATyi7~I$?|A;Wq6j-ds+j&Q
zvD}a21DpP>o=#%)haKWY0+PA*@OLZTEI(qQ@&w2<mX74spGM9#W_4GyReI5#Q{i8|
ztiE9%<$zCLuE?+S5`H){y=}L9Jm50txImK^?;liC4x@i7iTIw|?}EV45^`{9ze7HQ
z7JyCZXWcj}eL&3(KF{}_AQCE!+tsAh=_)uWUIWru&Kijv>z+-2+bksNm(?QJm~oxi
zd?KfzmoUAX!)>!Tf=1>A3LJ*xSK5q@c4AERu$br~rJ%(zcs81LHo_pqP5m3)X}RTM
zAIk;Xr~86GM{SDbgICLK9VcD(KV--cUz4?nPKE`F{(VaMvy^2yVXlUx!A3IL%QTb$
zS1E0gRlK-=;U=;~xAi*(eUs@6<zQVs!*wg@_qrIpxD~Oq0_4Y>WHF)D((x!D0{>Id
zmxKATHz`9$yYcmJL#sdC>%V`9lnkMwHIHYGIo)Bsx%HfXgB+@n5cVW!n7HieF%Z`c
ziOfv&{YkAp_#fb*MdowZn_IG!p*hZiiHSd=vVq;SS9O@&GFW)6Pa9v>Ti*7H<LR<N
zvBf?)W6^ZUt{$Bf`_=8x852`ftc1sps|zJ|8@G0hCjn|;sC(qk<I4BvON}?uND}uc
zqr4-7;QlRp%SGH!wqu{|D*u@LDjMfZW2hlocN8Bh*pB&z&!5@eoBd73;$LFVv#BMk
zci5Vu^TG!*$C({CeD>Fe3nV?ih}HL}9D_&aOZo9=>>{P}&pC5TmM9k(mJ9ty!!dT<
zrVnC!+P_c)ufm@y&=b$j<4R7`gVBqa8SaZgc^!A+=xLhn&W~wnGgXcy7KtnJTjTyp
zZ1gwhMOWzAQyB_4y0~g{J7s6R4jLze2C&QLphd<VL%z6Ng>W!yMNydhoXy|^2h1sA
z-uM3m>B=xzk*wiG_Dk4&aSf@rp`0I_D}Pu@?eqP(9UfBuQXfH^hXw_Z-Njx-U194E
zIeOg99}Nq#?L1Npp%P@DUMI@cjpIZOeP|0MTb?9KeP0-Pf@2)*#6U)i@v>Y&_9do9
zaRu3ZYf2UN$m9O#)GP+j<y>4>n=R?mzWC7cw5?KXAPZI59<<ACm5w)INKO*9)kGQe
zg291BN%4fQ^iJx)w7!J}Z*!8|@4L7%CqT1>4M2?#G;i1l_a2RDl}=%W7esqJrp2`u
z)zpfkQS6IyE|eRZ`?EXBUr0xX({`-3(88LqKY8}(ON_I2iLg*(1=4m5Cxo-3i@m`w
z>d)pe&&f%@MJ&Jnu{BUPFU1P}PTo!TjR-DE->ayN>y$jwXyd6*w?Z0RyF@M7SYNf*
z3dr|Pyf3g6o=|2m{<fcIPh>WP)%#dr3Z2%w1)<pPGMNq8j+W+(Vf#Z<_Nl<2W#Lhq
z%J(ZhtKh<)&nwv1EoOpnhkCV>fZX~iYfvkOM*^fQ3$N>f?3c(+n2)cIH~Wk`YSRRF
zL_U|>s(*g8i7^#-b?Vlz=d}ygu23Hzww26**4Ep!jaI56#m9@pb@PhoPpVEbj@OU>
z_R&XJ4p|J*Yj~pH+ffW$v?1M`7SOL$F(xyZBCqsBu0YQkFaikLv!r#S)3*P^bMp7Z
zdibdahkI@g`*~W#de>N<{M&>^E-?xJdm@6#_mjvsR`57pml1EzLtva<O`%EW`@(92
zr$4u+v*%AV1rIt#rTn{y$Zu*>0(AtO1wMp`c0dSqOBQRREj7yedYZFOFL<wlHpO_(
z%P1=5DOUKyd_4D@uawv8VbPptvYlD%uj)B*f~{Vmu0C9qZ=Lx(u|=FmG0hW1o;onO
z(F?=qLh13FD`q!u0?frdGPy{Y_pZDM%gX`<crnIq^{}HnyB{?!)N!VTWdKVp2MgOX
z=jx@t?cvNDv?n~@12V4tx&Lp`Sdrhn#Sg(`H#fdkMJVXu)hn?}H`b;O0ZE8swIc>=
zT~2eA*Yg%j!>Ol{5s~ZsawIno>Ogi$NMkBkeozlL)p=R<vixW&B@|0@r*LKgP`Fe7
zSilm)=KceCnF?6JYEXJf1TUli1E81R$BG?BzMrGRxyF`rka!9b9N~bl?D@f#&^Cu2
zPupC^m9!E+syBC-6>HIj3Epwy$6I*T2cb(<3-@xuO6c~ayLYy$>Y0FbYo7M+7Ef({
zx?x8s4!<`(l^C74mGW1c<oKN+@7P~;77Q1^X!DpYX{`o%+_b$aT{~&~^xE!;hw)Gg
zF@=PV1oHIBt4RIp9}OwI31Mg%e?PyJ8?PRV9n6&)6)uE4{#yOtwMAOcs7TwRc2C+D
zxkPVy|8&xPF+E;fn}afIz+;TQ4*9%aEX0pi>%g1XzC}OOurEGmSNf}Lu-V!6J($V7
z1zQAfgo^Xdg`leFhj!j2iII+a;6QZqN?r{5AB(?y<B>^87ax*GN?r0kIKs;aR96`a
zHV-IGMa<QI{cL#l?Z}y9T<e3cFgAY5J}rBV7`&Zzea^_Z-BHAiZM3)1(OYEcE`h4?
zR*w%9@bM`Rf$4Dx+B6q38-Ev8lvvvo)O<ds*xr0_{rKk5GSXwKJ>E=IvEkw9bD9=C
z>~XgMYudN&vl)ivNZZWBUZRdjK8E?Zo?ZArBXXfb0*>aJjE|kqnxQw9+XL#P6j}ar
zxzS`?`<}}Shb3V%LLw0(2Os!{i`(e&DNHOPqj=i~3IoV_5%^^=su$8qe=vW(pK-X7
zcTDW3C0bIR7^KvB$cBiS?O7C{4i?|(YxFAROYHtCp_yY)$7Es?_bkesl-@)IUpyRU
zU5&w<IR3-EZxfa5R28Tw>ne>2xMXy?KsJBEKfm3iorkAP3S9XN1yY+O%Xzjm6~{qz
z#{tGfpLd8D6~3?xhCW63e=)VAvOsy73)rs#h4#fOm}7*VwvO{08Z>e^u+P1keG;DV
zSM*A_FU#iHFjKsgUcf<xiQzZH&0HTAG;agl@N;iiun2R!;|#sLI@;vN+$b$JZCdSN
ztn|4iJ3s1j_DbbHfF{+#<kS9u^RqUh_7eAn9-1F;$1H)~PskbnGh)Y3`k*E6%Q>tl
zxSJ=<vjZVH8wks?eN5QvItdHRS0>gCy{=f-|CjoS<}O*W`2>&O=ZUe!z0%;~oWO~2
zi&^Fx)6!|5WBzvhK=;{Qou+gpLs}rL)?Mk{LFenn<FzrL`r4R=Hqjdy3D?av{<$S=
zO4+GDe~*U>_AYKq@WJhDwsh%DIs2FSOOqA$9))pvm(iEeS!fT^Qxpb7?JLQ3?Yupy
zfJX)2gFvzwU_J5gZGQW`%|79H_q09g!sy?4?q|}PDF>zbn{}eCQF(9Ga!uBgWs=Ru
z?uAmRTQFoy!gMWglbvNl*EqiVyPSZYFK?<u%6=KGv64Q$Oyl1+tv}%>N5`foZ;v0H
zSUqcb+{)O5v70&&6npuRopO8pF;R}u@$8bV2urf7iBloLF#M;-&*%9rvs<~Yw!XB6
zqNm_q8idj8bA6ncEge(35AUY*Kfj6OGr5y-3mI5!)v>z^7xZ%UI{x&|ssQw{lHm=w
z9{t9PNzqj$rU4PmqV=lFLj})(x#>KYmo$rI6m`;lCvq7Rce;4evPAfc_0+v`Khmrt
zFYQG$yG+G!k6Rm2%WTrv;LV4o0u{daiu%CwTcm5am7Op&J54Z0QQXxrsj4O&gAQ<=
zhUUVJg`wj2nAmWftD-diaW;hqW{Bs*($V2AEQrxH1fF`^oBF=gwSvHM`#_7p!9ovI
zBVRF^?y9dE4t7OW>GtY0YF0^)fB-T$T|MOejhEvNdG2~ia>^lIz=6!1BZn=8b=NMj
z_~Y94KaIhj-|wS7oIjKfN;f+Au<3uhRBBJ7(Iu`}hp*0T*=ZmeEw0{A*S39*Ia(Ng
zRMPV6uY88f*um!Y2fK%@S552UtQ2zq*lkXHWY%*zRrq<g<u?o6s?sWmnZqQlks&Ww
zxn~QQkOSxr`1rQvEor$*dcMF+>nNA0COWbs_bH+|-`{GN+sxR1+u}~Qj+G)$2oY-`
z_r@G<@fL3bsu&`~6StN7>JeB%Tm%LMCnt#jM11^7J{{{{y_xZR^6%!x`aSwNccy0a
z&5P%JkE1^9B(nS^`0`6iuf7k}t%+dHxelua9)V#1)UMy^oCRHBjDUY1s31t_RtKHi
zDFHVYhbJ?{$Ht?fLKPSRKrCfx(%r$(_f~k^pfG$PwioAlM+*aAfv7Z|#V_-Aeew+H
zfR0Q&WVBJ9MPZ&L+)RR@n#6yHcML)>lf(BhJz%y5nyAIIBhqAo?g|;%l67scVJvZo
z8-wd$YvHvXw<r4)_(%(P>)JGDM@KW9so!@QGfbu0tQkGopRXE|NDMnTIqV81#lhM|
zlDj#=fh5z&SKfqJG-52tBWpd8ed~ZfOVirRY~uA#PfQJ9;vIhnZ`}oEf1$yiyjzPw
z0ebaMg9gB;{8SBNi`J2#pdpP5E{SIXR>c0dNq|Gba^f}`X$IbXO_6~B%ZD(fZ*z|D
zXx%y`AJu+aV^2?$j1vDmIIfEFve@_w8AtmA=ubJ!t}(nIs;LTP5CmWvSN-b5mOhA`
zeGSq$e=V!69(A3afSC4=(oy#|fjx1!I1kH}Sql=Ua$ZmBJZ#k@q^)-;y(I5X$037(
z_X$>ZnOhhP0fl82w1PEzv3cKVD?vFBlkYCeH#nm|rVG+jgDIFiCB2p}jz)UjxpzpI
zY+egZ3<?NR$2QzPsd31I@(I>G?0!=@bA@Tvp>cvx;|&8aRI8&$u1)JmOEY1J!6^u)
zo<rg=ud{+YuL88le$MuJ^ZxPofh9;OXUZW-+b6O>UgA#R^S5h|pyr*;-i$>A-ET9T
zfMJ&*9oXX2QywiY&S*;V_3pVWzO&euhNEXw#{(UdaZ|_1->WuM6j{#SD|0Ho7g`Ow
z@!4|v`|u)`-=?!UTYa#elqcvoieyF1xr!e%j@=EBbv=??=~_1LwiJXbjDTpcE5aKF
zJo}Jr(W%e;jd=p<gVBHqAucm=l03fV{BnY>Lqqv=lR+9V_t5aZSJR^>Av7WcxiK4&
z`{4(>RIr0l&7g4=0g(!RU6=|bAiEW<d;C~3{Vv;GLC#a#r1Pi9$k&Q`iAT363`Ha?
z9w8kIN>hBLw!`h1pu3d?5ua;JKZGzNi^Gy_2<JLy(OYpe)jWfeH2<&v;(rE<|Mx=!
z67vaZg+ht+p4?0Kd?c>LrxAX3xblzUJc^&2^?B(t`44G{UkBB22PC{2IOQztS3iv#
z9$M?Q-<Kv)^bGj1MwIk}UoU<g)jR&O8Z{M?<m9`y`I}w7J-xSJ-GAv-S~V6&NF&(4
z#xUQ{EK(j(t{~R}#7iF&Vjq;wp(IO5v9U0zSnn+^W+A)Ph*(~|BqVOGbTZzr@hB0=
zf4RpfXex;s$5&`Za}msukbWPd@uy=J2x03+lxP|8%R~l!hk(B_>URD%155-Io(?8b
z63-)a;0em*&_)<k`ez0<MW{ED+R&*F<#h*IpOYM^w@Gw*z##cmoNo?^dB<%_li=>(
zOIm7d+V4rK(<?F~C7=@UlTH$ySYq<M!?KcGgfXNBfS<`5z|c#iI0J7y-u%Wq(3mVx
zoW-1cXey?hTCR>}_QbQ9<zvQvqX_u1_3EIh#LnpHScNLecF(|SkJ^SB*JzQ4zb#oO
zTZW)CIXP32+?3aU-14!|%5QwK;x`X6LZ*^C_%%)n)RjE#+?HIu5j9-uM2kXKKX`2;
zoy2#mt#I{&crA}-$YO8dK+4xE!v2oKpI!P}luVLi8}Y_bI6A(sA9E4uJHD1s$bg7r
zPKv{f<ST93WM_tq#VObiNZlH_&joDdNyFv9>Xg?$60*G4+Sv$Y3Nk?%1pZK$6}_k_
z+X!q7HJ&Al%6#uE?6KNzO~l|oZ3;tMJglmyfTH<E%?z2+Vd$&;;?ww|@2i3Mrhn(I
zxCD>;m<?R8vtFIpQIl4*4kgjHfHY&OQ@IIFz+Ys<)uq!3^8i&fym`bX`E`zjc9Ad)
z=Ng8}I_3B{&%&xHIf5Oaxk2-UY=E7fdIPb8m3Puze)tx*I!Gb=T1Mxwp|b{lA@7|W
zKnKA+Nyuu$&K~ou>g4cXm<C<{INo7cz;ej#5x$D{3lYCks@)?mFW?{{xpnc-#Krt<
zpasbCWN&_5Ywq@MX#fC_(&<ljsEIWJto`Pd5TzViNwaCY`2EiaTRtwbZz!1`J!=ch
z#>?o8)Z*_#3eB^0-pce7*W)YioN9h<NBnQC5oc@=C;PkE@N$P4;vD2^M8OWnkFL2x
zyS}fDK2L}eWt}^wONzP)1{jlF!Rn3e^UfO<RMtt{s00xmhFKjlyEP8kG9`AN$dx;a
zoo_^hOBX%bN&kz1+h`So&mT(`OD6XHi_r(+)<oV)C!4}rP^|7qz#c0uAPiycbvW@B
zpGI~<Mboa|(6}?7eDd4s*qhmwnIGB0<7*&h0rT)Dtu!Gdxm7=(1`+#j&Jjm$Vx7YM
z;Oc4wh8#))H_x;F4?t>?5kii}slR^RnA@x%d4=|c=eY=nFsGD>l=kn=5WKz81py`3
z)^3uxvvhLf#b+uCUYKO_3{U!vg{!~3FYohYfv9dQoJu~W(&g@dJ{m_?W@&P*s)9vq
zn6={9tC<DME*5Pd{54gIAUfkUK|1<oV_+R^GThOy;g|2VgZ2O|e1aY2)On-8U6Qdv
zG&Q)=$l^c1EYe1_XJd((+q9seuly&aPMXy7`T0T3U0Dhv1NY9>-{_SrUHEJkk13<F
z+m7~=<!7+60Z>^Wp8=*Gm^2PauYlqwLg0P!xH^bx{|&N!m9L{BPpSej(hQUa={OJ5
z%^9z^Bo;AlWgsOFjCeGolj@?L(+=o>Igu$xmz8SZ0CU`mm<75`LBKOR>4Rj~sIKTc
zNw32umZj<J%7~FtfH)GEz(~}Rjp97QP=#lbUH<qmpBP|$dek%Y>_33|x7oyoAvE4P
zp((Y*9&UO$E(+KlfU5Y22XUMO(iz$JIHE>y-%^~Ij1UHUwjfJw`$e804R=>8-@ztD
zlsjAO*F=`yq|qnZ2G<B@=?hxJ!)J9{0k}pW5~#LAb`YR^gTf?eMyhgmVyvqG8HV&V
zuyq>INk4s(a+4y%Pincq%5V_*<l;h|lRS<aE3Nr7)UDN!lS%@8?&fq&QDt`H*JZ_e
zG~ZB1BUFAhomccZhqY*H!!qr@;D54%hUl+<A~|;dM1xU(r9QsA9zyu)ZNKPIo4sr`
zm-n_hT~*${3+<!dBKD7rBnR{~<Y=?`YW4UT;2Q!7*Zw}>6L1x5_t?j2I(E1{6~5r$
zC(Ui)m@S!F#Ww>0mhHCz{wnwh(+G;M34TvS%yEbeusiHr?f}ncrPRE26^B{;^#YAV
z;wA^i(K!B2;r`y8bbs((hdB~8yfo9G)+{aZW$NUQCC)_~W4I1b@izRUMXQ{s7O=Y|
zzIdAvK8?fb&oOOubf%Jp@V{w@rHYR&{xhn;6^3a(?FwNirBvr->D}e0jTErBDuTEK
z>|$;FSS+x+HyY2z&5!@<-z+s;6hU+)ukMJkw&_;_@wsxzwp^Rwv`}RV3^#}ntYzL3
zba20sBJ6HOf{jj81BoFbND_RSCTvr=gDWXqlR(v^f(`^iDm&dj-2J^+lfb`4=zzWS
zvq?F<Mizcb-Pv-4nY6_t;Falh;~4kHfdR@BT?yeaZrJ<P4PSgCS9H3u?uiU<1(Gwt
z5x<a+3<S`Bq^?cboA06VdNpC{mH+?8Zo+pe^7Vh)O&}s&L%*>gy)E;nw<Q+WSabtQ
zPx#E&>Te@*nbGUz`D!k^K92%D<X_fc@t3p9V*B5Ss!V%ZyAzg;((4v7nL)9(OLmIT
z|6i+#UM$cA>c6!nJW=oNq(*iKRVpMN?#OcgKhefCuDL&z#*^v?#`GdCEqMY^Cn~dr
zpPF$%;+@=-9s^sY9t@*{p_6Qg<ZBIUL1EPyW`R*dZBl}OO8(d^pc>D)Vqv@UP*W=I
zJ2Io(r;*xNy_&oCPa^dx%`(;1^HphS0bD7l5!Ty?g)pc<4TV&oFCM7}vMD4HI7rIo
z&#1mJ(X%rtcUYwjVqOq67LVy1XPY65;@vj-eI0Sp$hokvLws|&)4{3Z4n5ePZTQS9
zrzsqxTV=3TZ7ddmk`O6MuH*zl^MqI4+nEVHQnuH6BMH|Vc@+H14bLvaL1payB|c4l
zGzmV=*PfF3L62Q(6_%u&(GAbLi<U<+=P9oX?95rcHZKu|ac_=*XJgMe@B)AD0)a&K
ztRE8j)5oQMP8=2W$QG5{_R)!6Zk>zS^ez3{KAY7mDbX3iD$1~}HjZru60kBpvb<MR
zB#;`wu&NG_0jbcbU~knRNo}i~#dPYXko<~K+zl^LG>^61^w*ZbN^JoPn*-pe@;%I|
zzfK1XcbzcMNgrH&oy!e9y6s05989VF7*P4cw{gqGukX-CPpwTrB4qvQ92Tu0J8O8A
z;#PIM+)}V4c6NpNdgh$j94S5Z{+9+K{X_i|R*Pz=^!>@UpB{7AZ02K^!pVm+_@6YP
zJ{1a|Z>Pb@pK<|`T|{lK87O?LjRQlu%Z<b=;W#2NWfD+zHh|2&_{`nUQBoKJCvOwz
zo!~YUuFXPK(4bGR+-vr9&9|&jL%ndsZ%Ut8vjx>&k)6&S+c4SZXR(5LzUA>ER+gu`
z4(V3I7WUj<RH=+;G602R;nv*t>CT0qpAUP|O9F6;>knP4V<p;g(ZU_i&Ups(tsk_}
zyf72kw3xFr!pfE5@uW@P7V&Di`W#W1wnf0Oqjk)GfKmvLuT`;?rZv)H?Z@q(i(pY#
z=<>nuSb?iJS(qVC)Fyu7PC3ahkq0MJrGRvBjrV|%1!uh_p8H5dyJPzRwm`;~BdydO
z862PSEoOe_m@}C(1uH3-n8>SBD<~0B6)0QdvA*9(=0rGma0a@|tw+83a1-HxKne&z
z%!`XX(NDKwQTV-*WNNM!KO3IAuOJrez^gSX12sPy?ng4#DlEAYz4VpEQ&#F}NgoGQ
z$gwbSrifG~l%qb*@WPA~3vcy11sOZ6G|e6M{_Tk&n1e3A(+%PaG5a1OThRg8LYvxf
zZ6_(WmbT4K7jr!rIK(8dl6Eyuw7kd*l%C#}ii|BDwd#ith~bRWcx|M9tYI0&Zpo``
zkiJ>$7i|dy(_$j=vBaFO%OX$W{!-iR;0Ajw9NenVmnIQhaqonGwtFtBu5x;bMStPb
z=*N99+Iou8p?SVpCHD1AJv{>S^Q@<;n+8Dpxq^!JaF5AbW2^w!H`RM1lUT&zKTz5G
z$BA{7(77#9FyPmII5Bq+btxKnd{RsH_ulVpS*NQ-ac#RKced7N8{aIJ6S&4Mb3+yV
z>wg`(7-#PD&wgUt_VTvEy8R<rV*1$Jx9o?oF#tz^vR9X#_|tbaz*5AphMfG>B@jO4
zg%-5BY(qwV(|ApN?Q>5xrM<`^Zy6Rht_p?t6FkBEv58f26|kwG9syC8lf`sGw3%KS
z>U%DZ34B9Hju7M2{|Cqu7&nk^TPf0R;@q8UJPgxxEYi*bjg*rEo*Ns<KZnPFu~|hI
zPFyCsT_0_1u$fPe6jm`(QN<tesYs}B;M~47PdJeMZlAaBb+khYp{b(oB}CjszW_zR
zJ_-K;aI)2a2yHIjhW{R>w{v~(i5c$<Sg1Fi7tp~~wXG7yUulbxZ_gkbJgRh?Fo%yu
zjL`l7+M8>;tXSsd0>%NUY{S<woIUon%d7a<hLS%D#pTsdnzaO~<+M3yG0yT-A=7(;
zC<D=9A$$@bth=?EsWB%($6BPOJT!#2I2T0Y=&GNe1ztVFF3#1Geq3JODX-Z*z91z2
zAYLQ-(IdgTh6ORE{V=ot<I0s3YD9)xtln19sTLzzK$H6s7DzvsrK1T&UCg3^D2xP!
z>KvRbV@Wr^4QSi)Sn0<bDSQ>c{`t`m=<<AftFyaMhhmUM1m@`}njA-%ZTL0)_z>*m
zgaZIjn^e$zWgs$7+Q_Yj*Wi9f%*G{PGNp{aYGQ);F^)6vDsA}V8w3SgfQ0+Gz#;Cd
zBV%c}PNonwMx&Qtw+@1zE~2Vh;BV2-!?O_~HSRjqX%N-2n`0S|xY41@_!fOFV%z(a
zh-eZN?JKon)7IK}pE!#e8}=X9aMzSjCHnPnn)TNZ+5}-X%@Bd&cs)tC0O<8%1Pn0?
zia|A~Cd117pBNoM5mizkX-YiNGs<g50~+?}JtYD8qXwrfe@$Cc3R{-uxvw_mzHIW^
zGN;w@+HM^n8%=)vgSLlPP5k9JQFh&>v$hTw@*f&BiQm{2?+F1nZ$tlHC^>I&;ujFQ
zO&3~tm7SlTBLvuD01G~4Z0#SuyrY2=-q?u%x^Tm*jCwRflAdRM;JrJj{e6IMnj$+o
z@nV1T)!VA<_T<45DuwlW>;vbu1!wZeyw>HfW#^f@xx>g;_FN2D)7s@Pg`WDY#{U&;
zP{F6xaLHDbxjdW#ng`6YeG2YT<W7Hi`LmBMF@!z;`d31h^vBPW6Wd*3p&n!)>Rz04
zrJG8JW4#CKi&#O7<=ezB2S>f?dk#|JX|3Tlul+_Dh{5sqI8V8@Lqn^IM~t$>_>Eny
zz8S`zm7{<~Z%)ROxGjz3BYYo%?ks|01gz-uKxJ0)Q0R?x57XCUTs&-mw@C4Rr^^z(
z=f&9NuC_Ek!qqivhQ_tvwjkm8*NocWxGQj%=B}<GZPP`Va<A@EPP$W)cvRzP^p35Q
zIY0pnTsm1$F+Fe~1YyMN`SfM_(>RjmbR@Kcrx|2z9pltVVl)QUKv0M~^85#ghfxi$
zIwjPhXGLr(Vr^4f>pv3ck{VtgKB&_W#-g#p&d2R;%oXg@>pFbhSu{1;MDLcwW(}Uo
zXNnP8(|FYAmJ^Bc(u^xme35OcDI}=W)u9fr<=)JTcI&{G;s5xYq*g!=MgvE(Uiao9
zaG;8d(ebe(euK&cx;T$1KOX+f<4tF@_YwYf1c#fUUGWT66~s3zE2WE^5B>uzv_xZM
zjT6tGddj9&=ncvu^)xA>^}spMIAfD~CRDG2D$bx+g$`=Z!lpAcoYzrLHRiTJInVSv
z+}%CH==$Sg^8o~dMjK}-MO;?eV1Ui<TBpQ4V_nf%c`%$2p;x`XvgAALV{eQT`i;OA
ze3XtCrtqD35;dT19Gj+-3Zq1A>TTzuTyk=A>hz{kar<{0KG$D=X(`MDDpv>Zx*aH2
zt3yKQNWbTDCQ6zOvPrP}&KuK1sMQLoN?$(d6>pz^rBo|Z5RLw%sw{M8>U_AM8%yHK
zW!kHr==($k@IGv?BM!6WYg#Wv8Vl`8FCY9|+6d}&&`*8988q$HF_eG`*(m<|Xl-`D
zcEmXJ6<MxU9ZRARJbSq6{7$xnR!xZDMeghH1aN0@KG8mh&~c&IWtulr_OKRz@ry0p
z68dANFVQ2dLwifnQnQc6)#>Niv}|D6qv1sl>jvp>-VGj^n7qGi2!Jl_oa}F{yvy3o
z>O^%R{mvAEp0V@F&wLKgeBp)Dayl{Pzq$JEyR;h{p|oaB<LKbT%~Zfa$A_YQdx_2T
zp5V7F$iCXzdtIBRC!Gh8A0Bj{du!3?R`Ay~lJMCn|2`PgSvt=%Re;|GC_J6jcg8jw
z*M8g_or>#|#7`MEU|^qb#e_7Z#QXHs3tA7NI~w`3Rfpz~3dPt~)9@DLTjgwkOc8^#
zPxrn*z>5(i>2JdzNX_5)=}X6RK2E}Bp9Te+pq{o@(wMCXyI}IXS~J!}1Cve&EEcU_
zA`DZldBnNr00SR>4PdG_xDrJC`$nfUd7w1e%`?zJUgz~%KxsVcS+`n}*fEw-T9ZnY
zD)x^pD|Y_t`|<)V?s8i*h%%xAf&6!11jk713&nyXBqTQjZJvg%_HkxLMvV0sJ2@Xz
z5r-39<)m#CPslb94K;cevkc2hM0?2Q5DY#uO|{bG=wE^IBzb5ui_v9z7)iM!GkEg?
z!PPo&*Z0nPMh1$@K6y=VI9e{Q;yo=Q7yu_MLBGD++?h1dpG%5v|Hwxbb+70#7}djL
z!X!(~s%kMpuMTDxLhBq9bT@x~Z07;`zm;01j3hM?c>1!y!uv2-PgA;-!?NBX+*kNu
zlHjj-xY$)R%6Ri;{lbke+s<2oRqMjlGPg4c2`be$cQ$Mib61<0#AKr(oI+Uug~OC2
zmkIGbox*q!vPyk?TTl^&H1^fsSZJc)Agl6!BR9}-M&N(VgvChEIcCXf0i8+T>q}_J
zXGx&z98j$$7xWbmOD*I~MdD_Nxj)(_c?c2)QggQr*@j0BY+SER9GKoq^mdBcacw8(
zGk3%l`kKl6C+pHSs{+fwK_<Dm^(9iF5wnuomZudvPy@rI;<q72l84^)Wrx*UBy`J&
z;3pcwi-W$|=A{}|X@R2u8hsr-6G&6ntMO%jci4T~`rPt7G;)6yFLai&^0!llgx*F|
z1xrD*XJgS9h7Y3a9iirQ-;G_d)_ZX~R}cu>0_pG{q%PGQzw-;d;KPZmip2afS=1uh
zN>u^6?&6w^jOGGSo%&d@B9E~Prqy3Zrf-e*ufuanW&;_ftrex@szf(aXQo%gsbUgn
z=gcF~kKW=nFu@%GmqQ~#YJEX&INt~a_ze4o2G`cUFei>|4Ar3@_GhQx5@FmrCEL;s
z@J7(JGJR&llm$!Cx{g&U=Yg)aY++S8$5r~3SrFeq0joT|$&mebie>O3Gp8#l3beA+
z&`^CD!uLcv(<IsVA#1HdG8tX>kktE}b%L+SAzV-8jpMsCOhUDen#$t}*Xhp7I7z>p
zNJAU4_r4mR(c!SG`JvCVf)!@lH)y?}MNJRFpsfmIOWt^w4k=UwE9EBKXnijKL>G<c
z1ZP`^@Qk+{{hDhH4&jh#Q{{CNIHC0Ywd^FvnsNGPNBj_#4zx`aX5II-<tdkN+w?cF
zj2kd?C6)YK3z>0nW{t?7#^v=Hd=bAu$y@&{|GV8`76-v(_=iGWvP|A{+=rEU`MhK|
zayqRTzO{kOKl6oNd`>kwsr%^5)w*#ZlHY%}-KtknFZO@?y}li8FRw?4{EPVHar$Wj
zvuVkx{uagbLvoXGlhoF7x-hW#bo2Oo05rFAjz4<`d;a4+oH|d_(-&=|3hTa@5BM8!
zPV<HLdvzCk;^fl(hlQj$6O-yL#yxwdy@~cuFNZIMcw8*h-##t8ao5*y2!;pqaYeMI
zM2<x%Fy>l!Yg|8VNFtajdPnLjAqg03lz!gCHgU<b!Y(^L`noexN-6rLU|8}nn%1i^
zU@h;#&*#d~g6Ht{E9PC9R=rOtHb3|v*Wn%OIh{Ny9eJ{vcyFEBXw?TDZ|r!i;QD47
zifjjycR!KBrBAkRziqh^gpiVsV-Pk2{|-Pepwj-{A^v~YPd~JM92~!j{8E9d`<ZeJ
z3`&ul`kCBXks}m<LD@Yl<Idk057zNQVQ}$0nDJuY_=Hmsfarevr=MD=*-W2LejoZh
zCaG^WMA>)do#jL{70aXq%T0sANs-Ut4X^fH>(P^E1?#%<(6#|W^<1PRSv0`hcp5}S
z=CkX**AXC&R#fXzyj!mDUyQm%*7k(|lsgWYMFqmZxIisV$s_iymBfIbwVB4k+HNB2
zI^ho<&Qmu}Nxy`4B{hoBZPqD;2);e%g{Z|kECglg=q`=x0IPF!p!)F>R$$KY5-Ac1
z-tim(E2zyPR*zaXFHVoX4gH+BKKI~!XntI~NzTJ?b!+`4cQ8NfKfw8m1Z_KFM2(pT
zo7y00iJl$;hQd)FGTNNWtxM;XaaC$BMssu{vkxCyPKb}I+@$B-70nx7jraa&NE|?_
zd2JQZHKIHjiZ=D%LoV`+CUT?;3av<}!))VQqS$=A2`3(3>J4o{W@`;qg5^2S%){M=
z#w+GKOBW{r+Jxqp4Sz*mjoVErjTMp%tjNU~8UF_usC$`0R&!M_#P`q0d{FkL%48Iw
zTIrH!oDt)gB}H$tK**jUQd}JOa1h|;l+_XMYJPEjT;80%A&zl1fXxe|P#xoN+5pLr
z7miVbrCaCs8{xoh7hW_yZ<%1erz-C23bgbn-C!W$^-uN4oGZQ);`bUXe_fE|jTKqx
zBu+Ro9nabZPF}q2f2vC_eY$!=DbX5kPMb9BBjg6!dM<TN8LTCb;Y^U4?Ba*J7!AyN
zi>EPQ&0}q8?i^0rSCp*Gi!9+hu2Lw-@i&3Z#*3wI^HOOPpy<a&zwC|HQP+x7&qc&v
zrOfEgY^^;CS<gXy&X}?H_z%#0)@0Dm*R%$@dUUcL=Mh@_S~i}$CO;rt{uSq@5_e^W
zF(1jc2-$FI-t0|O@-G!j<7;wQ5m}ZJvX;89$y3(=F!Vfvx2Huk0&eOfS%c7llB&XD
zb#{$#dZ!0I!~2E{GDcjdBB^A2UcG*${1Dco_0Y~_C97rJU`&<P_XBMeZzW}`MH|<k
zG9D?v@UnGfsnrV}Zgm&TwD;*PMW78aLBv^FzfzHT(@COa=UcC6?kI5I1UIn^p?5H2
z&)&fm@=D>$e*njZ)`r%{%?)iNS>Gi><<t<0Ip=6Q_HOCKrKo0IyXHy*lIOz=@$ZA>
ztAr)nn6zl8r_Ic@dpo+whkxN&8rCVa7tLS%n@>f3@Wml06f~+YEDjOziQK;1!ul(S
zjv4i?YX5?^{;hl}`t`Hsul7UMuNAE&Dgq}a@65-HTkCG9Vbf=A25y&LIZ9SdESBAh
zI>y6=a_TiUS~P6N1Ck3$cmf6g=$)TN+}~qO@gAm9Ce3es){ke<_>aX^Ams2W5n|~8
z1KEd{7i0(UL^S(ws_DzQ)ul%<h<k%27Cm7P48m2~q~AwAs1M)qs*--9PRC-@<b3?g
z#?LbulI~MPyC{d+pwzLq<2mOX8mCvRU(ttk>b6<M@5gh=65Wn7AknPc+7jG#S4zlg
zNBH9V%Afgkz}X|8x8Y`(LiCks1?Z#AV}sn!`#Gthno*C;fDP+4gE^#69z0(qNCk#&
zq4nwIw4w%Wa<G+;v(FhP%L8xiXsf>V*{EJ7JpLk3V?2eKoSdvjfMe#mS`;jMSualo
zhgxe?cZEIRbd(O-9nww|Z$1Q0h5nhaXEMm8I{Vr<t=Cih@Ir}Z$m`}!#Hw5Mwe>m2
z#P#gHJJFkM>B%q`iBl9$@;<#JlS4hmetj@MpiLNP1Tp4qMr}e|@c}yRP5_**(yky!
zcpXBDUL#4dZfyjxh{CTeRtJ7@b3YnqrOPw2Rf2slc=CQ4R76TQE;6Y);?+f_C7w;<
z>OKE#x8e1lw8Lj%(Z#3CT5lIxi)HMzvg)7rUN8*Nk7cvyCWq--3IO}}K)4fmj^;As
z^#)>Owzj(Ci~G7<FAPZ`P(I@<p@L5*{#(<jI8-lwBT|!-lVP^UBrPqMzxRGM61s&4
zULN(cDa+q2ACd7pY~D+SH}2w_3SC7#opn#jmN{ss_iI(A>R=bu;IU_Q|JU6>G0H^b
zwp)8@KO5X?0w`d35h?%2x9CY*f(pG&`^LKRwU;}U+LWH7I>Y#j3vAgeAziQTi|t#T
z=%Dsx!0uM3FKtBKnU7zWeWnT>mpa27M`HbE&V7%y6`dOUo29oY3f2`e)t|SB)9fZf
zK4V$PFU52}`raK&D&Q}d?YCNT75@AyT|#shdc+Vbu&X2SlD!?_cpjznN>OjiAr?Xk
z4+4cUBs^?+ef+-U^LMb)=RNCZI;+2uyu{pJC0rWLjnU*}A%a#aMqbsr5;mR|bVs#T
zkZf41ReG2(C?-;ZlfPzp_mQ8wi3N}7;>Z60{M-SMXS#qfl3e{H)o+;iv?UA0GHm6C
ztZh>#OWe}6Oq<8BRNcH=Xvtpd&#xOb{M!+zs+$mJx=HF_X-22YX^Ch=P%OCV;@{b$
zf|3G2Q^>0XaZ{tB<lPZ?G><sY6-ev@#^?I7H4cZGe$Tb&l}t9v+)3cXtuQ$AhQeH^
zi$jc9@tPPUX^<HB2(HayppahbNC+#f9I(&m-zZeNY5GVyKcZk9I|cy7)m5N`5syX?
zK|%~d75r#rAW~xkfejqcSb`rvZ@<2g>C!uOGAZ??5^lYITfdGz#Nq9`PI09SVM!F;
zu9lbSEKQF4v=J`z*y@Nf2OO9J%Mp8K1|uEA9(9PL6uc^23l#%aOms61vbbQhZk*%H
zu`nWMe!XJ4K*}?>gHA&L6ZgFGTI=m_A7lV66hBdo!2wCeCA(y0IPp&E4#kz3bD3<^
z5uO6KhRb1W+Gtev(=MA!7DO*#ke{EsNPlvxkX<W}fhkMMlO#J{80HU*L;h3t`#upr
z?pm2p)}klw(F=vg-OixLxj-pUz7Iwqy68O5#~W6ep8MnD^r97R6N{rHS;8YBx)`W>
z>+2DSBe8(Mp5AFy6Hx)RU!+6I<CY3lsIB@)CbI^A78o6G0}=@uNirnIePbyw2clL>
zCYeD;gJ+-uqbhll<N0-iwcRLr*908^y|BtclXR+R;*WXkIxZ|sF;-b&;ZPZy#1Oo6
z=k^{QMU-Vp2r#Q*mz3C-V3CH^Q5emd!^3i8B)-#Nx@Hr#x;pi_s0tlG`PuZRAD2C;
zSY7%5U`(k8%z6&7nD3i`X=5WH0Co?Wew^NhpSUd85=j0ni8DpgTqx^m#-m0eC9fII
zK(P`(cKky~>)cyTHTkC-UA*yoP2;~qqlG5Kyqn^CpeCH&hi&(>I_IH)%B%VL_tq*5
zaF=O_1gQWj(|6M3fQ;18pH0Nl3J+JURwS-bh&)Qm0N(u7Bp(|QfMFv74%WZ2!1_>z
zXH@>ZxnFQfE-sITekxPy?{o#ohf+Hv|ABbAlFz#6XBQ5MV7%}|=j2$D;9*E%{~fPW
zK5QR_OG*kDfH2-GgJ2z@^_GwF`lCqN-=B56<S(WONT7`kKy=+B#AH+*Ht$Cq)`K~M
zXdFKkQbYtr1_jps-3m%=(=D^2&V<Ut`sDVY)q<*pmK77QB<KGCA2iWd?sOMkq>y^?
zWUXL&Y{N%cDt4E-R6zknc8pKsG$<>UCqbD{tcyWil0XC=#T|GW`CZc)i!ywMN7uGI
zYBJYRf(MFVF|B(TPZEFad)?uU7GL5yChnxzI|}_1$L$Z=DZj6?BOl*HGA3uGYdiXJ
zjQ)=ox98~m!HI--!iVH@e!#8l{v<!$RBg`s?$~ze@6<2zIWqrT{=^EpIxTfI?GTBo
zv1$<etglgZ^yMy|u2G%&*}3ubJ^Tk4C9aTIH?WDh#f}BBc6%UR33t$C&u$%!It?WW
zr%l@H%wLR$(|IDX%}%PbT<$6m=Djx)ibrq1plaq%yJ?(MSQkT0L8z;&8x#gg^hrRO
zmXEO~m=oi$IwFpeiF6w7B1Yp#hK5yJ80USD6Jo$8L<NEoXYR584_{{$)n?m;=>Wmq
zy#$H{m*TD^2^!qp-P-~!u0<N$El4PC#ogVl1qu}UVQnc^tl#ASXU(jcIhcc-vsQTW
zzR%wGeO-HXWJHH@7tj9OKy%)oubU37EbAJt(Nt6xO5chs_+iZIQ(;n|?W}~Ua?O%%
z0jRLvFi#Fle=^;+gqGO2UnMueII}|8oArizDeH6ej<XM~&1spi3g$>W(t7hBxZz$O
zYT${nfzla}K<*<w0WS#lyo8;1aHsYA;IMwdfE;t5TAGY5O8GuJ4e$(6Cr5m+4??BG
zE(TL7E@^h`1TYCrc;Ui1na+=`B;gxy*x`4K-pG5F%FwRw`5%(wG3@rqL!D!~D;#uC
z`3g_S$#gnI!3jI=YI@1raD^eVZ<rWO>+2b+<UEu_$4FLAyOn4%-56dGijjQQ*9Z*1
zy@s9_bE34l8d*0!8EkM3Kr9|27lN^Y00{O@NS?3uynC5cVv$eo+jM=WM45rYCejma
z{kxDu)D)5~*zE8At_^6?qmilIhHkWHZ*xG=SSRiLAj__V5GkmBcdTDpzP0f;=GN1L
zgEbyx+gLF-n+w7eO36VML#AOyp}~+*VQTbJ;JimgO%oN4pQt=Ub!UXkGFB|3`_RuR
zTb6*KQY|k1TIL-$rHCCB0TmL=?g(b*CYw<rvQ{RQiH+pNW$h=VSxl7^Z#sFib>n^)
zGA}1~wMOnMZAXx?=LQDVxRHyDh)OS1vexo_8E)0cdmm2k!v3X}I;N3z11rtXCl>SU
zHj+n`8i28Je~lEXQLew_V2$_9@@tW+)yx7~`!Rluslc}@72{*+Le_G(uR#$k)+4hh
z^nNj8f4IEmMBv5x@aTRm1_`0t*wbrL(y+aK)tOC2=-N9xv^-DRsZq&jeB7O!Feiq+
z8BtOi=maA_aK0@LC0CTNxi>MfEVdawSmXB4Nnl2|!sV5poBTI+<Hp?9`1$hF#OQtr
zu=n~X=-H2V+^y)7@t@NHBxmY<b3KO#iewXZD%FlI)ja83NH*CS?NR&L>Zt4#oRLKW
zFM-MB-jR9SN8YmCE77{y?5W@lMfQ^oyC}ClD(C4+n_C$j0<}r3@rUM8<Me2Hi}Lh#
z{ytpx{6DyexQC=BG&BA`ya?WUVeh+j%6|c^yzeeV?X4M!%>M?W%U9<FyN{Y1>;E4g
z!)9jr!^Y!&qq^7#Y9@$1;IF1Uvu$oX>y^aY<cc_jZ>)MCDXf>*=qA1-nU_L#eQ}1S
zBE&v}g(l>>DV8%4<s!;4QGjv<W>&(d6iFa66e>6zI|I+u(NuO*k(IIi!G|fu1u17x
zz905{!HcOZj+mz-Jv|af;QTqpj0%NArGDeAYqT)!%vW;zjr30D7wsuKMMNdESjFRq
zr8K9c3c(N<kH?_L*HV%54rt3vKbu<NMyshmIB^I$kweB5ty9EBfq-H2SmgOv)?#Ig
zFOYjRz7JRiF7IPHY=Rvi1tgC8rAx<f(^YUpcP7$>x@6PNLOySy>x&dTB9CYl=DRt|
zjt~J)5bBaxIPyO4`S5CQst7pHI-L<&P#ay|suGTc5}jG79dXjtW1Vz}Ze)Bf!BSl!
za>!q~^bbl69~)n<>o5Z;jrewG3TiQ1gfEMHxn_9Q)zt{v+;j<Kan4&V%PRA$gk|f9
z>9ZH_R8VA<3z`e^z)Wa^7?TteU1QkOqRF6Cx#`Gh6Y*6_noO};s9$#+=i>aS&z7cB
znxS4Da|hHY7qNtI{>kqZjA?KJo*Kpl9~j4~MOK&RIIK*GI00h-jd*aXGh}`Y=uBya
z+zv0wQhefsiky}fm#u~aW=1fpip+?kSjjzfLjy;o98kb4jLYcTn2DK%rRJzY$6%=t
z;S5oUcdcRbzrxJvie=1gm~U+NZ~7$xVOo<|+Hd6Z?k<HL3Bj-`JeIEft<SxmLFK`&
zVUY$HpZ<pOZF>Zv2(U#K5Oi_aiihn<JlGR{FJyDZL=XU<AGg8%$^BfXv@jv}w&Dev
z$C8Ano&{tbJFBZeCRCY&`<XXCSa9M*Jf_C(h#Tc*mI1(kv1c&=v^FF@qMtgdFLVFA
z)f4*fTgU$fsFUZ&$Xz8Q0^iT?n>+h2ybgKPsIy%NDGC1d{oS`WyQO4g2iXg!)S!ZS
zUqAZdw?%(@hC8VfFm}C-zT?lBw$io`@1GfXiIJ#h17m~k{&@oGgZ-p%FMeI`0adbt
z#lOER03s}&&<7sOUd;7p<UgldHTh9)on?BC4KKbX{EJN5ll0b2k}AcQr;*2!BzLt$
zt%@wyBbb^aLq9c#l3qrp<WCrw6}|$;w8V~QC-a!0YR$ZCUf_o0v}RUj)wlq;IaJFG
zep6&B>}645CcPhfF(P?gtKUV%geaN0k8+P{FYWXXisVCGU80<LEYSJJPaYq&;jhUw
z9I>jwO&de@fzN63MNBG2*r!Ka$1Ea!-sEZ;yz`YM`lk~ZXQw!`KhEg|=t{7DGxT8k
zJBeDO=zV$xVxY_{pI=1=GmEDKTdg1|r7glM`0~%|k;CVDb#W;(^Y57L9Yt{)()4a~
zH7d_33z>V4xuqZ)Gf3*(aLh_j=^!?{v;pflNhZIkn=tf6>BPKdUS5UiMmPr)2Cm!1
z{!f{JZCUJ|IFNsT_?Vp0lzW(r`m;d0U49n_n<law%^qBRkp^>eh{S4Nw3Q)&Qf2IQ
zu4#bt^^D~lg#G?Ou(NlIk4W0v*(AZ!zPnpJ_J-Luf1536%!Ox*L4!1rnT4;}nVGOk
zP8nGfXEQhPsah$h!4n2urusBxGen~X2~!*(w9pIus1y&>GwB0;P3)WibMZLTPHON`
zz+iYJZ~!_hjd_HZRUk;_m<|)hH2KM6quGi?0Q`k29~wJo`IzEh!|9s|>FzG<I2{I?
z=~OH)H52p=AbfP#WKTyV_IPu-LYZ|?9yIbyZITNPS)KIzE7WU|2Jlm~lR7zHcVU~i
z6a$upyRXC1RNY%Q^bA1Z6-OW^G}9S$6D&j6+pQ^%2Hoix>Ty$3-L&ClRFLlRQhci!
zn#<6{InRm6IrZ!8OF5W9sPA-+L`R?t(^l_f25F{$E~U}rzMzUHBoeLkxCQ|LV1vy>
z3>Aw(wtEaJ$rvjoeo;z(nHv%0gdV6n6Ot7}*~E@eOJL2%ZgrRF_MUc1h~z~J#$0h6
zM(ZN5L=u`VgcWfPzU)}jp`Ta(d1j$Myw$gG`dY@rI~Jv5;Q#W@8EUUde1=^ukN-E^
zLE8Dws&`RH&9)+DxO2ri$7#9Yy@<smVl9&cs+=Bx63E1siNv!bsa3J?kB(IGrD0DK
z43haR=!1I+VlGMgpzlj<P`bH_Z}>ajk*xx(XG8aXPl6qAH#GTtuo)`(jsmEUdgZ8Y
zvAzG>pu5Y|9qeUl5cxw{V>v;!H{Ub#Dt?<jfq88j3@0VSJAIyW>t~)<%g|LoU1`SS
zn30K}@r~c~<vs^~pd>Bd*TBYP2<-TgH3JWnO4Sm1ANh<~%iK`?rM;9ZApL_X3Ri4C
zU<0dLbW8mAg@rtlU$T%T%v70&9S3eMdIX9Q@|pZeNQ=GqmgaEp<_|V=;Cd=C@lv)E
z=X~(`5W2RJB=-D60kfEka^qBPAT;mr#UX?;0)Qy2r$AUjG&~LXv{TB8%5oj4MVuy0
z_?F3#Qp;T$Qw>kR;*gPvi@gQ}hxBU~xx?#SD^;QI)KSIDD*t(lpzL=4RNTGi!iFXH
zga4a6ElaTm-3f*>zqeJ9fPhFi2H-EhO25+5zW^)%bP$78{hpm#>}<_h9up6hX^|>u
zUG#xG6XEm^Tzk+XuG?Ig<k=i^n|Kdq0mg1Vm<x{M2=1baEM~L3iR3eR&YfubhQ37y
zM9F7b3*lXRFdMxIpGyPaRcc35Yno+Q{Kh+50<2)-cly~RQDJ&u6)Cd_<dwPK_&M<x
zZgS2xH1OLzjI041R9y7<@pacWhm_+xSB8$Xa)n!Fa>`zCxbgd!7YeT7)os+GFZQ6w
zabW<~M9UX1F|xTK6WkYHJ#C_^(}K7};PL`ebmM+l3RaGHo!!?7JU-)#!C|ubwm?l~
z2ad3>ZD)tCL(x&>_7+Kr1cOQ2*A)|){JA+`dqsuI<DA1`#K;MD9bP0}3%0>fGhDTs
zRs@l&7}s5C23JsICCDp-u;+JIBebsnzWrme^S~nV)|X7p<D}m@F0KJD()x7e^7;}@
zq>EQt`ID1Lada>F8%+-~Ffq5zyjI}W%}GPXkOwkjWrO;Pt@HxPEQkY^&5x_Z<?CB3
zNc>F)`@Wue+s=W$g(M1UK4nRArYAgA!tFcu4W9@Hm#XX`$|<UA2k>o4emawUeiw_b
zn2!|jrQEqh3^06%^CteDHhvX3Q^4`}oYf5vEn%ZCI{E?Y6tFsXxnoQT(KBxGaF6^)
z(wICmalz;CElctR>D7xZ)QgS!=OSf=fvw9t&eMp5-xYg%bha7MD-&6r`p&E(P6l(D
z{Z(+^ds%p7HhC#3TaT?PMa}WWF?60MOwOQnE?wGegPPN$jn#`{CeVF+yeLO~eay2~
zd}DO60p_&ts({t(YUsY%`4Zd6+VE<J!R*ogv_Qq;23I;A)ogk4J|xxl*ybObny=NX
zRmRjBE#%1|OzWwp@ixSjOiL;;ILlOXr}3maQeA&KM(rXEre~Nf8D=jo#doAx;!hJZ
zMSJ~PzV6UqeK>j1`#{Pxf=~GKG$-q`u9SK9*x3_(>KdiE=N0>F*ZS;>$MOmf3$TBl
z#$uI#XM6bs$yv7T7PXC{c*hJ=c*nD_)42UMRaEei#$CvxRKMic!1OPuiBFc=ebzLe
zo-_79t3;CWh1Ycmzx4ALpcl&e3OyE4sOyf)<u5xQA}hMq4sGN<2oJ{vBTnezeoF3!
zGcd&wbrtN{&9K=;YDgLUm|?P3_Uzr>+8S5$jcY1>zqVrc%8IYm&|uDBbYg_ONEhC&
zrdnmDOUTXv&r+ttW~vRTbohO9LF{dH-W~(1F|wn6t25(&YjQ<mUo>Pd{0f($!>y=p
zL?y!A;@M{5Ixdzg{YEmL88!F9h=gBDaP&r`63sr|L2Z--S<mbE2hIZv0iSar<O=kh
z@l#nbTLlNlB%1{))`y5N21)<~%&CUW-x!0RZ_eYD8A@jIXk*7LSL$j&5w0loOL90<
zEry8MSu=HJWQs%1-MNUz>ic7UpV8^`F3*tTPbn8yq?^FIO!>K2Zg!POun12@9jhWY
zx6z6Ngak%!LzRX_D3_4Z{dx9d;#P=+a{<g%>`$n9{tJ~Y=2I60#J%Vb|Ft3}5k8wh
zCvjX<dCaICHrwy545c_PgoK;KZwo-vE+-p*A@Wkz9x&Ju`EuL0hbM`mLUTk@OU_ZY
zD;j@kEf;YFoK;@pWV2IFYYITIDk9@jG7f&WkhYM>R}7=LmhB`N8l$zesC7uznWXK&
zJdTxGMof<MqQ{vkdK?r>oovcFK0*Fuq6(z|5E$RcV=ge59TUP;|JY;CB0K5NY=e=B
z(6Pi9|HZV?^Lmcd)sqNY-C*Frm(F=vAWRtAvWY$Wg)1o7p|!I<tMCXx^sV#cO6Ypa
z)G9{0^cR!WSPmeHadQBKmI8yYFAw77$1<;6Mt}XFX&Cs}IAa)UsmDP#DtoU90~$RS
z#IN2%1qAvfJMUE325#_+@HlBbG*{|t7b)uLDeV=!9PHclZSd$DlPpi}Ew<0$w_;2{
z*LH)rhIrFQB&Cm!g$o2K4TFRYRSNWMuU&JkKQpA|X8c~rq^jfYUsh~3DwE*gFj{z2
zkx#ChahNUG0~FF1yZ5Fl5N2W7Z5O3_-t>ydXX_BAzA8;DnOZfwF}4|73}pD>j*@Fl
zsNOZ~<I#KNTMCuXz6ho}Pm1=DuUK_?v4XtSw{=H#EQVMOs0{iL$Nl)x^RhN99wcF}
zoUsg3{q%@G-5t)jR&*NCs0Ft+-mv;B+v#22d03V$Jp()c*kAa#!(7Nm(l90c{21Xd
zDg9xjICn9KMt*=;l;OA`?o;AtfeIiQp3lwETlqc))N*7>`PI_r-Mx#L8fT-sM>&s+
zC@DL1WEAWAkfutL@PcM;nMpGE70Q2-d2>8ANXq$FGnclHqV)0XlY9HtSY^Nx%iBH&
zQnP^fnbl3~f2@lI&DG1w9H*_fOFw;+O)WYU_e%}`q_-`_N8&5z*FQdJuT@Y%@oXpc
z@^QG}?cyXb>w6H_-NR>>7{uIt{{4N}b7B~nPvaTZU9pw3Yh6CxwCN{n79L7W9ZUb1
z^=GRK2}SdN_E=2~`Y8ADZOHCcY6WUBsyo=L#SawC<e7X$@=C!vduN}Tm=Bqm&8<HO
z`Xa+t_fK?=Ef}eWR{Won51(>ZawO#j!i_mp$u<q9eN@O41&Bhq_g||Tq8um9vOlJ8
z>-(|9N2>P;|NI+&^6taArtGAr2Rhs+pTDu>X%lAt9${Q`(~C43GMu0>@a&X|MrV}w
z2(8rysGvLsw}Ds<+HWs^q*%vk1#ljCv(PR?e0;c0d2SGyS@AN*f7$-vN?xyTn3JhQ
zlEr#CKg@nJ&w<3~wEj(fM(6v4D6zBkPjRvT0&r66-?h966DN%F4U*v!5hnQYJY7lH
z&IUgh7Hhk*e7v}srtY9UQiE^IA&T?r4qLlBMSYhrBtqJqMO%JIR*x+ed%uTV>Vu(H
z3Us945bw;F2mi$}t7!p>aF~;tiyNvsQcX=wCcC_}O}l<(wTN8H7P}UTti~D3UNXJ2
zd%1dDRJ)@DdKFYOE-C6|TgX~ZTw|u4LiNS5=T_yB_NwK~eT(Xt5}c4D^Hea3*$!Ti
z>XuygoNKyH-{@~A?XJwlDNzXQzLmJR%l4mBC=_%qa1<%fkDhaM)Zi--IQXzTz5DF$
z#`2t@g0K?GRZE`zr)&FXWu6~DOKxw^nWL<`dphJ30_e!}$LDa@yQ&@MOCa-D_QXU&
zni7Cfy=1Up{hIVFd&|xpoBLtzwLT`LFt(AuQ<L3h1kP8oANL_RSrwujr7pT~qYM<s
zH4sx4|Jk`1F$;EB%!6@trk-ld$|fWWkEgHev^se0OZk~~%QHcBiCFzfi=9O~sAic4
zdqqKtM<A9RNy_4Hnyt-^qM36Ai?I$pU)H^rjQAyduPTK%2i?JqF8kb~UN&H{It62T
zNI3C2%Ot9c52K^#P6&9*x1U>W#>p;VwuIy-#DJI?h@gd<KFBl^bX+@4iTtkc?-%Pv
zzSKsE&l1d;XAju9v0=qe-Aii^dN)b}8mK~*VMA&$m-O+X*@{)3#H=j%E0qLifd;@Z
zyH-PC+%IvtA-KDH4X>K={PCM_$q-yrYQ}E6;2AFOO~g}5M|p%~kZNm)^Np*X-nqg?
zrpX6or+r!LC|koNUP+3|`X+;;Z2X&u==th_${DRNW-%IRN&jc{)ER&1OHsGQgX7E3
zd+Fb3ZGKj9*)M$A{8Z*Cm#}5?ouzzXXf5<>dz(5wWwURJr}HXNpt_CQIe|fV5bN^6
zt4F~2*ArXCyfsve2++>_j<^S}X8T0K-)!l|(Dx}`aE5Aq25x~kl(R5DoDaEtFSf=%
zyEEq%%Kw`s^T1UGr=|>5gKVg(F0U`EEsk4TT$whgNi^GXO-z^13vJ`zwAd7NtfSPe
z1e;N%XGF3Q16#AsE*T@Wqqe;(>VLAdl5SlQZ|XI;VhpqmM3SIyPxb*(_VxBsR&Rwe
z#aw}Opm;Xo5vKU(GpgDaZyn()q_0x<F4ylK%1!kQn(WGc{_6Ntc32)PCGvicO|wP(
zO+1u+5|S(C9)f<totmXg;`8vC$*rGp-RQhsNNpo<J$*tv<vf+@415G5SC@PR>6RBB
zB=)+tpfS;v4MbyMB}P7noD!TSQk7L$MqE<(*p?pxVtg6R+j|Snj;PK_mOQsJ8->`E
zM$eN=qc=BRGxi&{`DRu(b|B=d*>eGeyK=;tDWe@NxG^Jk1#3TLb<5%P2X?Rm*S62e
zE(nW#0Hy=><!zjsK|QDhVtrt#Y?}HiY{xApMH{O-HRNSriAj1(aHz-Hah1gH)V?n)
ze-o|GF*5a{?K{@nQkzqrp=?EK8cn|hpF_*Z(wsGNGMBZB;~p4M!!o8kR*=NX`kJ&V
z9L?j>-T7kA;*HNY<qrhE)VNyvUE}vixNqK|t}=3V=|hA^FZ!MjcEH=)OY|3~_VX;f
z<6ikQ3_I*ot|Y$ER5!#{C*$Q>TF`0uU~C;bQF~gL_Xz4G4oY&jd5~**VhajpZo5gg
zRl$hz0<RP&jmQFK<ms=Em&(oBl(*3q)ZY2}Td@qammOm6`yo>83|rT+_&=*+?F&to
zQP7WhQ^8@DTi*VKTFKdRXV|s&7Pn+$ox|TOAVeC6ObL>}t#&I)W3>capA4OB9R<z^
zw-36V9{6l`(=;=1n0k9R>4?v7q|t(*zGcfSqKWVHk5jl~Eg2uY0u#edZN43oL@n@-
zEdRKUY*rWd$3`ELa-&9p?^nN*(3?%NAe!JSvws1#{ECqp?^pziqM<QxJa(}sS1hss
zd#CR|5_p1In5PLp4`(O|SnJ4J_0qA~KsZ+4s_31b(#BLM;&9!Cl%}b^VU~N1PJ64C
zDUjPYoCLMila`JABMWlx*OKp(QAL+1{^!1rsv-f<JKtawQLFvl{M~o2e#v;bH@AaS
z$=;Rs$9-vEKZm{TYu}>D-#W9LCiVYte6=Hh??WG#`#Vhf=d=kM6;8jF_UC6-MO0ch
z%mAl%Xb_%&?&`DSThHE{KMJRW_%mPK1|sHjmvsc?9SkEy9G7(R_APQ-7-piWW#ViC
z{MQ!KZ;7JA_5<alnhi2FDQRLbmF5K$a~hS1lr*0I3HSMCw$WwOy3GRy34!@k+LOD@
zi{+lna1iwji)kqr2rH_+=$0GG$eq>=;@_Osm*n7hFZh!KpF10-U38g{n8nq=Ju~^b
zvm!Q3A8pRSv`J*IuXIDmkoHt?WESbMDj927OxjX<1^h%Ng_{n}t8s9w8lep8OFnFB
zpEn0%9i?T==I4t|!qWilP4$MFcf+^omE72p5WNZfM%L$DVr)a)(x?8Vzg8RWLcS)+
z!F{frCXG5bLr}~JBt-}^8_pS?e`~?MnSs+7q_5mEQ2|B7(#M*$J8Z)U2$ZlBdK&ZN
zj>89c-z}B}EaBx#*EG99Ip^{yVEBp&esDSfB^ZNZ&|L&hD8IEIogUn8e4pI&Sk5m-
z37;z|p^qM^v{SOdm=*#HtkEO|Eg8X$wPQQ=5NO<4lKaj%S^h4MW4Hi-k=%VFS=B-c
zAl$O670B@Ht-Z@EcSY_WqfXAV+-gy{6s3p>$v1C4@l=coxdR@Dgc6esK8}||7K;LI
zZ7ZyW1O7l0SFImwE#miInx1)21SEwIcD`XMbAsk%I-1cS=!XzW_Q4$t=d%SSBceFA
z?!p&4yDA4jeKHM(<F5yEiwuAV(bK7;;qP8epct0`Z{uH)?Ad-A&d21mtQim*u7TH|
zcYEOfk0k+pZ~tG`gmC)$e*xCkv*=L8e<xbZXo5iH*>_DvmLZyweA-7)d#_**I#e-7
zeM!)wm8m5^^7gkfMqfS3&TKv}iJ5^LwE~m7SDTtCIVyUyVbaa!lcOUfqd2pr&TbF~
zmT0-Z+%8Gtbm)<@EKS#wH!?4!{6-B{WF|PIW}WDZ@(FmwsmqUnV{z{mU9Iqgs}zd4
zX3*wnX1GvgPGe68#f3|;RF&2}n$ekT?(WqMD;VP*0JU;;&~rcm)o)0~>S<lANx+du
ztw{?7A<e=Nx(?ExpIj~ub$5E-T2}jh05~=0P@$Ssvxyxax@NaU_n9rF-Yj|s_5%Wq
z)y@3}QSMn}szd{l%tdu?fpSjnUH5bAr9!$f4(?z5H6LBb)MVwxcF4kz=<znHB~Xrn
z=E7U^Z``cypoUX+Q&dSVEJEVGAJxLx(vV9tnTkk~e+=o3UCIU#4qX&{_}H?Wb7fj3
zj1MC7k`Gkll;fLcH;-JFym)naOr;`v*%Gc&u28&xus-hK$`B6s9mncNy76+ZXkz?c
zLIydFE|pnCRm)wacW9Nhd^6Oc7^umH(-`Q1sY%oNUmpqzIvpw|u}iTt(hV5$tCsZq
zb}C`V<ur>lDL%)@I#U!->WHSyP5IgWmTBoFsRAiq&wGD!s(rjFt{+r>?6=Sm*WJFn
zDuJ^Z#6cjp3t<FZn`E-1B7VMZ8;8OWK>4+}K{%e%3JcvBgeA@g19Y8O8!65;t~0O0
zt+>aP(0QpR7tGUv5!Jc!*Q(2kH>CLW<JSc2)DLSMR87tsyIPD>^N(MBebl#pko0tJ
zTrJmSdElJke>(P#=0m`8{<{|hCFpu%`P|>#dzp_YQT2v@`xn4+c(o-^2mr6n%i+{+
zS+?!)W{&^!PB8tEZJ3*Nl3jA?OTKnr9ne^svZ8qX_it(C>5NWv<5Z_XMr^N2g}|e7
zZ+sU0JE_ysLk`vXmE`VQ-^W5B<x0NuXjb^5f8upWmm*(f+j%JqiLWin#w1xg&fJ38
z`uiRbjwf4KFBe*78s&L){d2cKQG?{I@h2EwD>-`-risU{zH>K=nGr)Hqvz{a#cR~3
z-|s?85-pMmU#UH)xgg*YfQ=&0IUFowQfGdr-ST1<aw@qcMcMIe^EX>~%`$#HC^!dI
zmC|M@dwVGq3U8DDq<><?R{@dAK+${9K~16P-z#uVZiQl8OGWZ_6qCbWRt!Cw5JHQ9
z6S=@Oyxc53?2N|#vv1hwqK)#*+3t@&D%j$V(Nl$Nwi0M&bBbb32^9ODafnI@BPCz>
zkGWG~CWZK6$z$E&6kdVD9H^Qd1?J#@U~6c%&!y@6u075eU<1B2(k%YvdaE+D2saq$
zTun_`^Patp;|y38;^Bd+0IM_Eu|9H`rrVYS=D&{U!rol}jAY>4R`aV66lzPv)Oje=
z%ffvLM02+e+3EF_(YsVmF3tuA`qxQGmUg$1>=Zanx{Vq{-lwa3vtTG#a{$X-m<MA!
z2N;vZG|wHOt+fEJl*W$ZQxCsQ=m5E?w8zBPc;FwB!En8oI34Ab>CjOp3~l{F0u5c*
zTUsL1;g+VA&O}Fjc1AC?(RSj;d{0m!!Q4)dtklmbnlq*>JL=qxjX2Wli!}!11~92(
z!TM4-E0KN_Tqum6$-%(^Eh-h1gh0ShomU0jrlW-=NlilN?nqR+pHGi00+#&(0rBsD
zPu@1j0r?v{M2DUF&lHYX_)OC+M6+xpPPfxeC7%M6s#<FCCQrfOUqD_}^}hgJ!DY{w
zmZBieG5OBOAfq`6_sTy|uDEyEGJ!#YFkN9Ls2w`hVrXrIM8Q`ws07Mvp^@=eJTXgE
zb^=W5y#Xg#Xh9xgN}s5uV&-{GIzJ5lGErr_Ao4jEt)65(C)1~^7#nAPw}fyrvBmG#
z|A&lV_y3X+<dKC}8Vu-nX5q`UU?<p}cLK307ahaCa65_`6jBlB^EEESU~6@5FAV$(
zaQhYioMB%-@mmZ<0u;=e=P@%vyF%}p*;bFYax#NIDws*JL}HAM@h<K|ZcbcFQ%94p
z3tIegwKA`0qPiIm{TDz%Ru;`$3N;~LjGLoz;`<jszI3~udzq*N)S6>BgM3~-Z%T9m
zo#<#We5vQZeD(*s{kG{Yl|>oTqBD{cG58~3ZQLsPboRg<+k%n29EZmK)Of2D%7=0P
zvwN7aaPH^3l22*h(F6rhK4SRbK1@nc*K7Uo=VNItP6XPXR4YSP96L|xNDFb8O@mB|
z(GVdcWd<i9A&kN#xGywH_jv+?Vl0tqXCJacvpN7GEhPwuGc;nA{d2<<hTuCZz08+}
zdTO!;`ZE+qNU}4k%*t`Tk&LuPb7jVKI+Vv3llQ5!8p8HI{>*N5)^R$ed5*Kt{0mr)
zex@iz0Dp6CA$ug>UeZ{{=C~!+)9aURwyP^9j}`i>_;#-qHSd%M{-Nju?Hbu+bL*0r
zzW4d!9QS>%Mzo@6=L3{g6zeF18Ie2b%oI6jZ)cJf@7@}ix_$lwu3j>cO1``Pj4&l~
zB;b2h-QL0I{Scnr*tYj^PicY;_UPp0)ncIGE6^GqTiF$^kLT$W2m6PR>py<~1omj9
zl-rn`HwaTf>}GcCX1@v^X_9OE9(JED=H6M4sI}mFKJF)KO@<}hz9J>onW6=nk|`$u
zgpPi8{K1hi-<^Yh><q$u!j}WA58>qkRr(^XoPEFhemb4}zFub&AOEE|tn;<hZILq1
zVU(2gv7MkZNTQ36x$F9K(fcP*JdjypJ7vE6)yU9L&NWBgfq$4(A@N_O$eS-)<8O6b
z*h=-8O<X)teh*=x&v@WUTpxRj=RW^t7=v@4II$j1ROb{7P;;8Cq(Q#4;Bw^(`V-SR
z`T}#6&G?{|v*}=vNhdGd+`D{`rXww=U)cG?bAE`m_sw@kwS}n+Bz<P9M_KJ;M%%oZ
zBA^pWp5dnW(;{kee@vZTz!rLP;yf)dRaHeX++nABcmxXffXDjyoAZ&o*(9eG#zA=8
zz%8qxv0?DE{C_k%DHdjMB5mzEdmtmtC2U$GEbNi{ZVo&S>nAk{=}N2pxR#2bBrCK{
z0)rc#u)x8i7e*h>aUe!#1Zs1nN{4IkFqcq70GfVkg0Yk1f!QsxxYQ$59OXYnDH0TK
zT(h&_`ngc_9mI)3=e6qg4WJQVH&b0GWqLGYFe)m&VxWG*o?bUE0$J%HcjO{5=bNoY
zra5MTbM^RYvl!USvg!sJCD`3Eg>T)cD%73Ws7gF?sampVFmsx}^C)6RMZz%_q~2p%
zAZ9L}y;BG(t}<cU$lP-gnPOj?2gwd}E;*E>t!b#DYNmcLRnuUp_+7@sD}5~Gsnsbn
zxH$CkjYK6m6j81k0$Dz3CWV0v>6x|Pu3O%|ZIxbMZ&<@?hmD-H@WbEdg^nQd+}vJ+
zF|<vnpoAb9qA7M9Qd_*gAL@1SEwvzk$nCD*k%(h){SFDH_x6|r5zgP=@k<<DtnQhc
z>xw(0|FuC$e!?$SGs>x<H5BYO8r2wVWx5b-9)hWKp$atpTo2Sl0KkA;3FdhM_bjz9
zsV0C1Q`v$7_R<hQ#EuQJ1H|2I8jHkyD|_=kfznCCBp>XaDNH+ufR_e)sghwOb*!k=
zcU`I}QsMgrH8nAQVSId>tVRJNjZ?5XO8%#=bVQjve(IrhZ2ERf%3fF>K&|)u*9_n`
zK}l(`c}z|l-;@<6v?Q;_XpYDA;U7F{uq*R%Xo^F4rnJQepjjl|`n%V?KhW519XcC7
z0Sr%xJIs69U8F%tN}utq`(@&>-GjM~B`9GqN4&^aSoK3m@XF@AOjbWDW!`zP=WUaC
zlN{;LFEtl76#J=ngO-9-cmDsK()gcuNBJ*kYz1Du!#}sb6f(%oc$8#BX_?=W$T5y|
z$P5i#6Z|^8isZch>!YSzcpv&wj%`6z3D948cfPJ6brs3Rhll-n?IEPk7n~{V%%fWt
zO4>7~^Tj!dw>hhX3hFeM4p!u{I$5L9VL$Y56jDnu$TaEbO`ZR}YyY+P{BTaB8wh&8
zyinSik;xai1!ygykxnz)E3Nub8l{u(yF;j&<VE18E%5sLXXPQh#zTHT!y>b_n8;%@
zDtJjy2k6)vH$@FLLXDs0u%<sTQc+i@Ct$XghGRs(gv_GF<<>R6FcHty=lIMaixdSw
za@v^sN6IRwGI<R}Fd@x~L|E7cUjfkQ(hfuhI@P`-f`}}`Z_+PnOt>xEo*8bO`i9>c
z>B%tV4Ti{N`32G^0lesWYy<|d7&beILlMw!Frr@d*bR;_k+&$7E8%}aMohjmS<mE-
z6s2WNKuZo+(w8km?K!jh+CN02PR@3IXPjiIM5-{xdGEQzOEZheh8%_cN?_BHhNg@7
zt*G?}@``8`n^u}3lxzd;&dCh5@g~`9!NKQFT}Ea<$Pyedy#SU`otzh4)GO2pla|_!
zn((-v-@f3|a^z~cV>>a7a_+HthmaNvloFSk!As1(AZ`|42Zs@HC8sJxOg!ANzq*p=
z<T9)jHK5nX1QUCp|LB(OO6S{tUbRuxYc6n3Pt_mg=8A$3+b~Qi^H=DZ8p=Rl+G5gi
z!m*@;a)vurS4Q~B&0xTvbvSaD>yK&~qTKl?nCl-eMUF1F3wneH>A+t-<tk@d+=ht(
zDvThn`um?qa^~5B-?aUMe}%vxfZ4aprLjd|#rCJ*u+W!+mTV!4S}_CPXS=Lj*pOt@
zG0bYc-dD$D1^`@ppgxeVRxIM3l@K)z&>M9+y`DiXf~UcwFfuz6@oRToBU`UK7U*vC
zL)x>4T%3oBFyfQkS6z0uwZ5O;sof2%1T=iw#-A>)*K5g5YR|pjD?3Tq)rox)6wKhx
zV()y8uGi0BJNM{!F?E7u+RMwuYafffR5j?+WELfa;49c$KOUc6UBv^XY{SmOba>A%
z$ouw4$PNTuO#ZSA?aaU8N|HQH6n>MjuxBARB&(3*`%Eg)a7GsjZam|{Ew5{+Eow6r
zas8&5Q`u}L-}hAbFTh6dT<qrQi7<Zu*$7H5#wSZmpxN$K`R8#;+b{HbaZfX|S&nu^
z^VK*C=k_GUhT>LG;My;0*_v=vAVDEdq8m^7$DpY8r?j&=1=B70B@fRO7;N(;bL#No
zs4+%;fNi7KyQL-_ANyPI-ao6=zt?fZM#w&)LGz4>0Q79OdJ?ok#FnnHjr-<fS-wqg
zc(x?KVlhAZ(UK6jQE0kp-hNJyD}@J7D-Ck)1_X0NNeDh`dTI{={tHm!+VrF*mh;~7
zK9?AmHBQheQ>xkPw+oet_@z!8v(IJ&uYm3U6-OTA{RNetEsZ%plJ2=xpw!a2VFdYy
z{h#%3%$~CU1+>tfZAU*a-AJ5CrzZ5R%YXj$JoeW((?x143F`p~`%Tz@i4kucZ2z4b
zT7pHipR@XsXvtny>-NoGlCQ3RbZ~qQWoN9sDGxftpX<m(@CYUT<ShO3@`lSjD9ZlE
zyZJ$)^{H~~ysl&hhlMtBGs8zlf@EObaP*wW(y}FKb7Ra#h|bOMLNc!-6o<34Ty3rt
z+IKDYLpLaxVk(elUzpB}A31c}D0l5<I@(=#?eW55|9n8fX*;;q#nt~)o<b^<RVZrJ
zk;0_Xgqr|xWI7wHPly9xjP!aK@BBOab`6JX_~Ta(BVQ|U1eAAZWMM1_o4bNrwIWk?
zG9#Unv$zqTKuf`)^YubPrE$zm__3a}Fm~?U9XhBoMavt{D``zpIxdtK1Gl5|)a=R?
zP1Bg;K&^9n8FI<VUQtgL^JV4oyFvKMo~qg(o)d4)<{LZpV8pw}gpz;`RVcMpm~1qv
z^pHy^+HK#!Y2~ACiPX2lWBQ}`FEp-A5*2sqXvs8aLA}ug$@$*m?1ZV+7BAl;(UUbr
z`n;LrkgVO^DjB-tP_tfrT4C*>pZ%A?w_9Qxv@DYcZyC$Sj;G)?(KUvSk~x|6dCk!G
zol9tw<JaZ|D1|XtBR7-PR(Sk^;5VYLM!Zwd&$F8u=gCY~!s)E0gR7s|D*IzYT=j_<
zoo1FnrHTc+<{<E=gDPVbZ@>LT>jg#|N>)14sO{<t5R+*^X&(dV1KOI#?5aHBF&43g
zYwwt)@gse6FAEU&aliV0{#s8TQ**R4I-luqV*fDhO_JJnMd>Uh2e}dm{4(xUs?NYq
zKJ~mfHfr2(y{7LMUVFJ_)qVkL@LC*uciDVQcvTXU0QRL{A>{G%(Q}-DFQwZ_#~)w6
zwSLa9*#?se=Tl^tP?~W6u{J*+REYWKdsT~e(5#J^1op%4-tu7`>YieYX!gkNCg%`}
zTU);%8;K+P-M?eb{BLI@{rvEF@awXg@g7}Ac+&qU!4ZlO>;X_D-HXt*jJ(9o=9O|W
z5$J^S0s>)lz%ytErKp<Cpn$?CM*9*&uq&x{<{I5>`46XZ<0FK+n9%$$qwlXBuyIYz
zDMsE`e#<#{@NBHvlM##AqE`QkYCYDsXW9^S9p1OF4qIZ-U~Io%(jW&OZG@=hB%_Rp
z=Ic6R{0qK1VDiApT`B!^2ni_^f82A-<&d?^M83ezU|8Rb*xKrhHa5zA6_HkgCaI!O
zN4)JuW{HUj%au^hLJoRr9ggG3Tw68&Eaij@r20510@0j?AM7N6Rrp3CeA)a(;7h8R
z(eDpN!xa@_S&Xqh@gM6e2=vZBD3Di|R^?Ho@4|VU;I*ah0DN1eiHT6Fa*O*CeUx^*
zea>z6$sj!EnxFPrb0=F8ev8Gg12Tf)&%G6`K~}hS#+w`Mw#>$DmW4xh+j_~>ykC7o
z)H8|HiM%%(#t4#!^{X}b(2!;_)%v#;AO9$Unv>qwbbR?76!!FMXVnp(W0)MZ3!i_R
zbvk)~A?idAfkz1XR8HGZh!wm0%f$D)Ok(GFz?wc!k3K4fczI3GYbZGR?;?+PKOc8w
zy(m-^p9)-)(t7A{p3E_5+f|om!RfmnGs!Dq+&;KN)B3=96lE{OgF<4zPd)ZAe5-Vs
zcDKAc*}}P=el>7p<;5qm&VBQW*iNvSq~swimd30ytJ^~SUjS*SJ-^MD#>4sbDc&4m
zf%As?ei`)_qv`Ek);i{Yjl!K-1f-m&R7ZkQ>EE7j@8#Sf>coQD;uIQS3dann5!!CX
zhr)sNFxf{Ieg|RTmn72c@Z^AHKa8fnLY?CJrot%Ey>)8`KFAbELLv8EWuZMx+F@ob
zY~u}@AUJ#AExFyhqjH@ryYFT8bG|(EZBwTzv7+cNta<a`4~_{(PlK+!BWLLv8oFT4
zZ-AnZiV64klOcqWi@(O-SFdXsp+t32{_I+4m=A$Zr+em$QVm@Y6^dOL611}~f4Tyi
zQ5_(GlW9ord?vnfl0Idj>+R6hEI-&0tjrf=izBl$q!@%iUaYPXeoSizZu&X1Dxdp5
zTm2`Wj4^R*!<JH?G^Q3bh?#UE6iyufQ~+6G6X?=$M`_7&s0i^GIy3gx`Xnnor98LB
zvkF0}`zU@sTKj!}6}w=7@4)H|UiykLvkSYs>K=n55vHB(eW&gR2NYm9EKPR&2t6-&
z_LUh^Hf(XvMK)U{+4K9hyoke$AG?4OOg9_GE##%zKlQh0OwRSj^nfzL_hKkSUqFX^
zL8}UiiNHLqE~?3>Q;o%Zxy$h$i9nSuS$FS$n}Fkqtm(dFd#kzFJ#aB&3>fpNbxI5}
ztL5p->QWLIHCWacf|<*dxj?eT6k;^c98elr^)H)spBZ^sTDH5ic?se9gyGwsE+l2Y
zB}H0HPL*0CS-m~ZOa~5xHj3*Wh@Ip<cV^L1Gmz5i3q0e!7yOzc@Zy@{u*Q`ahB<XO
zUxf6uA-OnDb(ZyVoJmvtRYsuk6Z4iKy@5Y$Xz^lxbC+py>{o#xOIZOmFL}DaE5{>)
z<`Nl*C|z3ak`a^>7D&ZS=EWcvbM`MF*%_M8O+Ug;m6V?n{wMahJm*hK>r<`(b<U9*
z)N$pcHJ(3&<aBUt4*2ZNx86@qo^tELgS&=%^{)HtDtStKz-P}!Z_77sTMehH%Z<I1
zc+`Jj<#&eNd)MXu-3coULrv!DsOPo;P<YuHot$5ZnX*G7L&Z}MQ#W;3fHTOaJKyv$
z#SZtaZS_y7_5En*rt7KdJ$uku8j^Hm4hyF(?_2(H-{QqM^6yw)hPza2Nu$(q_keaJ
zQ7Q>+tzAGoR)JI>EAjqHnD0dqkp>PZA-{FU?gB@t|0*i#z#ykhgiBwOFaU{?ra}lP
zO2^&0u1WZQD|Yze`FRmuCmNwS0^@^iB*k%QeOmBrsQz_-9N0WELf)tg6ipKl@VE)f
zH@VZ=uO#_YU2WO5{^P|Y&;pN3-t@>D*dTb$<$Q8x;c2Foy|9yKD7xbw&Y#mZ*pxJp
z-|*G>=JM~HfYgok%|FAvB@e_mo~akkxM9r~i79M*f0@3967(}PAaAxhTVL!fNIDgh
z49~u06{$)THtTvOS!!&n1(UBzywDURO3RgGT1Z)c;Cxq3coT6GXC8jRwe_&YiF+m!
zc?3zfj(<@2DqWzE{8Y0NrHd?h_K`mQvkw=+e7;7;3NKYf!$Cv0fE~Ef=E&Ro_T7)@
z@W9_kvaIgw#-F}V$>*Z}7~N}aJ|%2ee%Q$LF_)lh7Pk*_dfxie-uJ<pC3bk0h_uFu
zKXu5)ZSNOb7DFG$N>fgOmYdd?enU+4_r~jp*dh5g=+EKy3bVBD1gZWgf+(M^hL2uf
zLuw32LUK)4T?%j8R$wrdw*gOC{{kF?H)PIybz-$|q|QjA7DqSyTq{XknOxO$#;q2s
z>?m9fVG2~4qp~p0z836a>n-hK<CnuOgFXRsIafKJFFN6lQ}-0b-OJNixpr_petO*u
zBoT_%p|O!2(*ra4+GU`jh@%>jR@?1e-hF0$5TYKxj%Y-fP&(|4-u+<F5@ZqeEbRQ$
zt(A;wlTm6H&)V9ee!n_)t{KF|oDeujEY>9EwzBQY-d6IXm4X2~TLMOG)JyY1vOQm5
zO4HpG65dL>ajZ{VrRnuApk{#857H(|1yzRX{wySL6bf!+{o>i#c2M<H_3I@;h|!(^
z&yDZ-bIcDTUr5KkNG1I$rm_k28_bNikvu2*B13_MFA+`ZXTQ|#8>`8MpP*_)4D?r^
zg**l;H(@;Qm#833jnY!mO^tRVfuwt)D6$GoJq>sU)elO)67Oo-AiuK%Bf*N85yQcK
zu$_w`>LsOeh4hLrRgH9^8#PL<0lm{Q`FbA+?yU2FHjXPiAW5dYF)W=$gCeoFyw=DO
z<;3Vr<ET0{!)pR+Sfjrh^nCX$J@qM0e(l-vQ`CAnr8UuBPEAMZrk7L#$Gg}23Qlx)
zmcjV@`aJSKwRq~g5V`t3d_iRhI5>U8L|u?m@$6frY=zcH$G0qz3;IJ`ZiCJdoh)QB
zhU%V>kRO0(pqkkJAr*}j7(X+HocEtCM}<{LiejAiqQVN@{4Rj^uKLu*$sr75RnwU%
z%d@J9rps>GLv$-MG6~>Sk$^-CQDE+98_!H<wfCMDz6c^CGlrYJqpzeWjInezPoYF`
zuxhC#Oz;i&hWR^c!-mffVpT0qm9~6hBpaKp)o}+*Yw2CHs903&7JoS1`o5c<$33D4
z))vC<QCO$fnqwL@_G156a=bfuB_sw4NUc#Lm<^%B;99xQmS@_>1sh4lta3By$Dxc=
zoKV9~vt<QdmX4$%7Ngl6Mh2OHN?<nJwIc|nxNJuq;0RUdtWV>t5HJ;#HZrIHJ-g6v
z1U6!%GUx?8N3Sgu7SuMEaPr;=uF2g6R&-bIoqUts<W#dLyEBGKQ8IDy-a-g`bIb)k
zR24(?G&Kr&94atzOsnB|VNBdu9fyZhS*Ru2BF)ih-427c4Bm;ThQmF^E-Us?*H}n8
zr8yXlA2XWD)CX(%QE#zA?PqxQ#wD$Xe>{Z6ciiNS4oxuKy?mZ+8lltXL@kY0@pWE_
zF`pei3~4TKgnLlYn_<%R=$RPN!ZT~4Xq7pI;NXwn>fuR<e?%8#L>h-x9R&n{<me+w
zDw(sPHE;p-p{Y@u%?ilXUd0Ff)3BWh20vFuR&3_(h`B?Qz$S3xoJcAJg5+y#FjF6y
znokJ?%R4~piDiifZ9N_B^-Cfv!`m$u(!N12j*zte6Ze<LlvMbj?mw5m-dcT6y8pC*
z#|Da<MAj6E!m9FgHJ<j<5pc`l8n;}0V2mXcbKJ(BUAL6@HgU?7{V0GHhRT`rV{BBN
z^r{1hs?AQ2DADw$@&}v};rsB>wPg3+neC94wEd(Pgz&3$%2!A?$EV@r41{xj<ZWq2
zG!Uu^G%X`6WfLG0dQgHR-n4Vh+(ZqgG&q$4nUE^9vhYR9l)>mOZv{~t>jo;)LuPa~
zoW1dVlzIj*_xi<B0SZCmMkCVFQKh+nutd-xJ8{0^zIRRkJ`XmS{D>aLhCvNex-M-e
z?}pCA*V7*R8r5>a2JnG%hxuwNB&VALbOzAGW-*xrkxp~u4j%^h;MC<eS5+ZK@;US&
zJ_FP`2GfKsfE$hppe^^-nz%RZ^4{G@ocn1HxwNC^-M~#tR^zurQG5-q&~}YoMOJ{-
zV15bk@}HMQJLG&)c*RzK*i5h|7o>dW_twWPi7Z=X+c(_rMh1a~Q_KTQxpgbYAH6Ad
zdjAC!_n{Z?=!HES==yXUjTs~w`OqE8W)troHThRabz~+dcA~AKzuENhb;R^EQr*s?
z8WX}XS8w$LZ*}L#XEmEhPOc^peqoLFiMDCf0E`v8IP@@TV>G&8H!=WGW(qbnXlcO)
z+rS_s*0=9}zI9<8R>U%$FCZ89<bYyunq`E)+j`D7`4U#?(2NwDzaabi<027WTD?5<
zEVGWC3I$>NTA@nbz(#6)NNlLOimbGYUiZ2hsc`=h2{@-p7vj9dPz;FVqkAsqUS*b;
zt;vDu0Y1{yz(~#u-XTsR^LN1mb+E}0I2LcO2H7~i>w)A%1!H$V+Z7wTgM<*9{Ku(C
zrN5?#pwu<cfU<LI<tdWpOu}Y0PLMdDs1S7?1QJ1o$67$9MB0R%Gf4HHXpRyfxV`)T
za4?XmHmxT4yRe~K_N;_CC1{wZ-Xb?NLnj=N4m6Au_Y+FI`(engk%ckS6-h=>7pn`M
z<WhuV7i7J9<MQhSZfI)8LjZ9#7+@L^o-*74S$2=&R@;+5e}8Mey_5EepHJSB+TyXy
zBIb}iI7<W+`Hfberm5qOoRPyWqnSxh7X~BLEZ#BUf(tYUIM2|}4Q+_}5_CoE7PTS^
zHXZ+-VFnS0)|yysSmckCP5n*E<mO&mpUTkp=h3gR#ja<f2o%7i0(5Vd$zR66BW}$M
zS7rdn8B}Z8USha;*C)u?;tsF_q@J-k_Nh~XYb3ovPFB+dpx7H*di$v^l;M|Jn~|VN
zD;29NA_<wmnn3CdFZk?{`%=r^T;j#jsh-&<_?%r(Cn)`R2Y{C5;$@M0c8Tu_^y6V_
z==S#9u?VKl(F4hqS{gfmQ7gYMNkU81v{cjd1wvOa=Q3t=Aq#P^COZjSr-Z~q5^dyV
zBww!KvglEvK+(HkUTs7Sh2SFuUw_v)Ov;1+$sUw34dLP8O_yrx(@j9-@V9N(Y9BE2
zSZ;*L?ezIjRT+7c=6HTh683W;@tUi2Xw(T5qwuHs<^<)^wzDd<qf`=xy7E>QAvCZ>
z(=uHSx@B7Q$?hY9uoEza;#V;0k$n$@3dYjjuTVglD9`cdGi|#I=nXvQ(#mw`Z<;iG
z+^*w*{AP5$)moWKX~kqr-aN1q^m*7?^l(XpV=kXBm{vqz#!-(UR-B=u3HZ#cN78sE
zbh$zUMMRlZrXfzk#ABj7XkV@0ou39u!UeBe6W(845NU_sKiPALg5#$}GzSR!nNYRL
z!LIJgh<Xo$Y(C6%e`4-Z&<(60Jx92ZpN~B2TL#6qLOON;KBzaoQG;XhXncHqWJG;r
z0nPBU7s>Lq{9P8%^Yu5}$w8OP$a!T;_-Jtzf~^lessJ?^JC%i7_S0e0N{hrt^0{QU
zyn2!jxQq|FQvw=6o3F2X`_u(!j`qSy(LoIZGBt6|n`fP*Ro{srzU9RE*GxaxCx&b%
zi9Y<i9i%Ra1jQ|l+s!Sg8UAIlR=RuZ4)6+%?SFpZ(nO?q8X_d^hn0J@$TDj4B)<OJ
zz3^U%(uDC7?C$aYku8ZC(0ku0A7a_?E-Yp^c^ln{{2h{CR8Y#fV>U>sZV8jZ92+pV
zdF#VXJZ<&)&-p!}zd&ij<-L`_NR!^D{9PxncSv&m;RA|sZ{ueVA1GAh*N@IW#x0Ni
zya?y*+S!}_8X6elvCbBbPqK^k4$n;mqbh!fTf=jZ?F=`4L+0uzlubWxFC~97CE8`~
z!9`*RuU@;T&h{6Yd=u|EL9*`tw@)`fgZ;PG^c5yvES4hBAT7V;QS94bpFr@IxW;ge
z$W8hHGDE;v*AJXSo@IE%m!?FNA4!rnEJ{?#(w)_HTw><%8zn+fQepwsd2J&~HKR+g
zT4%?{@LG)WD7CxNZ;f6%+=Q5^W`LL}{n``Ry1Wd^>&k_hHl_=ham`9&5{<G#vMAmq
zT+;H<Nevdq8~hKd-YTlCHeA;Z?rw$R4est*EWv}jd!b076f5pf2<}A!1b25W?(Xii
zv`CA6J8SKKAN)tj$U%<goa3F(bKTdyh(<rfe?<5E2Z-g_M;8GE;`Z?&jk&}ry}|Xq
zscS#hoTpgXkpaZnSIH6QT+b7+^(Gh@2<Bl!VZd-=K`h(?%t14G2ePSh-G3pR5Yl44
z>&X*tEo%HzT5+UA+0IZy63+lb{|?t_a;!QL{QT=gYN=<OsK%(Cq-e#>XUUz}H*YEE
z=H9rx-3%O8eY<^-w;L8UCW?=#YnuBG4_Jq<PMX2VNqxyFNT?i8{OX+X)be$l;#|M)
zWni^;SVH14k8E+Z_4y*^KfpR!@87KY+W2QgrNm(i%K~B5e*lEbGteT{QdznB)u;9e
zp~0FoI5yvT+1jue*-(BwvPHy!6FgWEFg0SYm4vnM&lmBWCTFw%`}-8F`S=F!xwcFO
zlM!Kw!F2g%W~H`nCVM9?9n!S}E4oybz*t_9%p1<etVNX#eDM$dA7ORy_fOG~(15SG
zL}oaqSur_W&KW}3Xe5MST||zOlpB+w{}+|A<?iZj_8xZ}aaMYvl?q3G;i_(=DjJ(+
zvKLw`4infqjkuJ?r_?2Zr>71LP)g3Y8%MFcBXZ_iRO9&h-LQ%W9e1<o0_~n1n7wM?
z2=1wZou>xXg#&}ZhhaNetmm?5Af~~>cz18~)!%I{aTMgPf+8oM69Yp%_>U+*t;TK}
zVJTGP-`nP(mU<y$GOn!>ekEz=D@b%7ioNCT#Ai#<Rq~?eOVOT^lYPB%#+AchOf?Mg
zBEzR2Y#X{OZK#qJ`565Vzn!}g=bg##wH`vUyy}}rIceQ>Z*J2?cH`Nq3UC-{IXQhO
zj!0BEF;Fw#^GC9{b1*ww8kY`PDh4|Pn~%m(70MYU85tPiI{ax~JJ}~-8a4lX9psVE
zTO~U#kib93`L@DIt+Wl$GysL@dWIt5W3B^dNx^DM`r5$j@F~-=kO}@!!je2{{&B-7
zeVcU5x?mthAg5;Xjg70ABIZ(v)xk;KKc!)QN3F6P10hGQt<tg|W#{k-6#z}2UJC_4
zcaj_OBZIM`5SK^XkI8JaE`>7>S@}t+Ud%L-ad}Ae(fCF9;^SMTIiYzwF#nt!BH^ve
zte)Q92oc7Ih4UUI$8EmlUy9KqN)tf+J~?kU4n+~!B~D68piT|eIL0iGrD{(h;UZo5
z!-|Xyg9DINJYm79rQ>$QC}IARwyJ~d*o$dXu+s4e)|cZ_FcK?11evs%jD~ouqv~;l
zbUf>iUiOEzM*MI5*6AiG@Ckv9%7NJKC+L=0b>|CxoLe>(r4vHpG%i3~N_=*9G6Rmd
z&WhlNK6&!gB-8yv5Hugpuw(kOo~WGcX8fk4tWt_eJj$eGfo`%q&m;MWewR(EYyd5S
zM=-9EFVoe`SC&n(o8alOO?uC(zONm#2m&q?<>#h*ac6_HEoFal;piVWHr6{J3&~lc
zyY|S?eeIG>18{$u6)8kDYUHT2N2buzDuIGzvr7u6s!~%+aGHbh%H!X{hqty5^P|ko
z{{vJ*i#}{*NJefK{E0*F6mGrQIsK(j5}xsy3Ocy|@b5h(Fs!|;9pmI;91Vw9$kp%T
zuRj-9q0Fp+Yaw!O^`A3=k|90A?ufIKO8wj;LMEVZQ?t@WD}_;@i5?Be!Hh<7iDpcf
zM%b;n_R(L7xZT8d=9U>TOMnIVLCtY?ZA&q0w`-Sue{QY6=TWz^oZlbelRNxgNMEM$
z38hCzzTRQQ{AE+SP>6W1Kt&)vkv82U!6WKYfqJBa{OO)YY3RmgN7dq_YU%!!AjGxJ
zgB@P}Hf5?x*+TPUJkiIVo2Y#(=74%R!}hQTDB+^&WC?6J{)#Dtoe2vQ_XD>EnjV@W
z!<TaTqpGI%-`|{=Ef@LwIAt07J9`FJ*(j`C3l}9^zqhRvj0mu~l+BgHuyLT3+zQ*b
zF~KdCB{|5u9K6<;opHpRya4^`=GxB-N_W>0E}kcvUjO+1O5b!{)=jF=btXsYv+w77
z=BGR7{m779*QSRe4<LOgI!6~u`y}*<ga5pwLK`hKj@|fY1vArZ{Sq)Cgjb{E4_H;G
zMw+Md@oenS<NzDn6>X-VQ?m+->7l3kU@V?U9Fu;hOq7v6m;w<~;t4?L6aLqfP~?4g
zv4g5W#HkUomRDOF&PTc=@D(+t0__Kze6($pHum_|GO%Z39WxD!DOJ@`z3EX2a#mXO
zhgk(cj70+DG9dV*3Q0#;#1iuQqc7p}L(}XYCGB>yeD+L=6pd@c!xPD<D$_^7D}7!!
zXSH06luJGfIZ_+d_rK$FZ_9ns#1uy$?S*WdZfZ@1YqBCfju4BRH{p7RJlqQ5=nU~C
z(-f{{_rZkAT6V}E6f@)K8ntJo)~5rSmih5Wf33mb6xR01tTOcQEM@+ovp^mq{)R%I
zE7H_PyZ5T9o@1O$i06d*)YJhTpZNCA&pd~!0rYWvg1?6|q!k)Q_1Im~g|So9U=srN
z^&*y6T;Q-TDW$?=>8Zd!QiYkNr@x<zG2fn}HCx@%cFzTjSsy(|pIzu&hjR8TXR;}o
z@oEXvG%ZzwsJ`6?LO(BteScRSVLEh-sg`AV^r69y3|K<Q&skE9eh5uNE*e%ydPkT9
z_)SaunryoFL;ORa-(#{Zg3=LrDH*ODN;x^$!}bd5=p^|m5^GQHvT5S+uT>?<?2#N{
z?r~pl`)GdJ5fQ?DyoGYnk|S`}z2yN+u{Oud<;Dn(iTCXQvEQtycl#|82_u{VtXe=q
zTw}-zu!EV~IOm2z!A%m0R=+j(i1U8#u?ZNZmzmyqcI|*MxsKV|P~YCJ(6L5*VVePN
z3}z-h#c5<yFJu_RiF6!$N+gL!eHr<>#azj*$LRl%3bM{!za&crvjGY7Y~t;iRwD_1
zaXHW$oZy%qhC;brEwRLZ;|H{Kj)+JVF>Unlq8o+T<UQAvAbXN*<=aHj(dh5DqSY2d
zCdZf{&>@ZVb2(I$%t#!t8x2?mkR(C`XNWUd-samfpL~f6{QgqO<#exn`FXvz8QagB
zSr6h%5iD9657eRjo~l}r7i{$=7&eV@J#+>g$)a|;z_wVMxR3b2U$)*uciDRRBp0KC
zlVNdHyn#q`5e=OoDLdkG^pkFaVxPd@b4y^L40XMJr~IrEFsmG@viAB`@1=cT#ra!@
zW(gFBePe=u<SZ_h@PqB+I?0A~z|y0gb3}nrQ~4ZRdpC5M63I(cdd9W;`|LCM`1+ez
zhtK!MzToNaA~B9$^+@@!cpy>NL-Y6Md4)IsM&yJ6ImAk%>Kj`nx~dFvSB32h{_DH{
zXd|Vw2pU+{zJ}ngna>BU8X8bpH?WsZl=n%6Jn`<k@f7Jv#x!&)%zLa*>$;=k!W-x9
zOS6lVNTPKZ<c*is3vHFzhY)h>wUfT%Z-jd?);(KNu!SFB9W##gljZ;v>}2zXs){Vt
z_m?w~qRzEASPTM(_kXXsxD6p^$E77;g@1VxlxMvSx^X6r?lff^i5~7weV3dX$SKiy
zT)0E`2^$1>dd(t5d0?`N`A?v7RI+KSC$yFd(9rUlF8}~sStqT>ca*u%Su3V93J>~M
zTe=d5H*ZUjrn|UMaf0m!c3NuY;EeVAqQjzL1O%iaD&wl1fx*P7X{>p)QX+Eq3{Un4
znM}+wVJ|5?b7ZSDfuvpXQ541ZQloc*La8Kn%mEea;21;XBi)4=Xvt)<FgQKyhp`?j
zoZIHH@d^0yJ!k+C0u_l6jazG7Yec)}7)mo0laq_FY4DYZ;^0G@0qY2RODR(=#OAY)
zz{V>|wX;lOxkySY@=ez+bbn(96}mfYyj#8I&31BFmqDK+g%Ky9IS^XiF2O<asU_K8
z8dC%bvrvJg5e(prOyma5@ovN+U&5r3FRk3iYmS-Yw9R<QNq@-o3ekRbo~^OvWfHZz
z8lXfQf=bfG_qQ}@&kAY!PCf5b1pQe^yzP2X3m#oDvS^1(!w}_m5bVBH886*X=u0nD
zGpNOQxO4t(s*}3UHzndmyox1;*VF`gs5~96XBfm6wY1mV^oOt+oEdYw1hv&ng?mBZ
zI)v>`rtNUu=J4`2D_F5esc-UVXB^O4SMIuk^76L>GhWi97o<l|=$h=2E;|!nGTbja
zs<cJ_15hmO-s(OJFd7qgWM7ITB<p};-8bRU8C;0;*QN_Wh7R|qCbjH#Ro%wtjF-08
zev5{bD4_m9frCYBFOItmxjwjR#IZX|f8N8QH3+2=3ZEeTD@-=}I`P*g=Ej_;KqW?p
zNu_k(IFX~GiaCqSTNjgrW9c+M>MO2P#F+qzrp=W`|NVsJRRN5e$#~<P?G^XxCA(&8
z<)glY?T6(nYMf0>Z>!kVtARb^_mwu?I%c|`xaa)@MnAB7dyuxIV-P7NZwc1xp`(y>
zGf%oYPz&@qq6a07ij8_SO~lE)ehH14<0;+i`0MLJF2G;H`^xwqfHqK>+ho*M>xpfD
zn_*w9OQ=tm%zU;o!^q$rPTD}G50ime{K5j89N8yB$#bJOV;Ry~S4XNja_qixSXpc&
zUaIQ84y!Xwufq3fVNVSGf0Zd=2hTRdN|Zdv!{zLC<JpwcdOA8WMGXqgbJ}~i@H{g!
zZ6PGmTL_D$fd}wg^^L!coh6%frHxM_0gfh07`(|Nambnt^2m*xLi^Y@DeIr@xCd{@
z*?e3=acbgwntod<`G+86#JXa(IC5a0V`<o$GGeeHjVg`Cf<$}DPMkE%SRGvJwfa`Q
z;e<jMDXEj-a`;~BNincN^!0NCg1h<LXsWYrLAhW>miZEhM&^SRYPG6_Bgb!=^*3K^
z$W%3Y_gO4tE;~EcnaVHThO98dD0*3YuPL^`!bnwJ<Z86R;@0wYJK!TIWIt%3?O|23
z-cS5IoQ102gO+X7_axC>oKK7`M@rNI{nye*RO>WkZPRr>@K?uqJ56I9=0H1o?d)%+
zf$5^=o%exzpNOSr+PWSCJQLn1IyB>Y>)5JmHa)wAYB)binrB<HGqFUTtw{IepbXf>
zhVR}s8W^Whdj{%r7`%X9(t8$7@$O-}0z<i+?WxqDP{zodguf6NiMG*T8_X8o2uxLj
zkg#`R4@qC?3E<Y2A=IWM%-({3*gLW-6l$kFg6JY0-1sC+sHCW^eB4kPbkBt&r`Ox6
zvpxJjQ)*Xj27b_!)B~^L;&Iw3V{ZuHUZR0VQk-%%n3~UZ`xYK(>Q7y0*0}OQN3PNv
zY4l;t5{?UnklOOKr2_5FChBwhoQgUO5j+Fp^~kItvD;NDeA@1hCx6y>9ubpy`$@+9
zug_ls%cL6p6)UuoDg^xn_O9{omEUWWw8Jw@^BGgFf*OfaTfw$9>9uIa$lyhCUE*(W
z^Klugoy(?s34^fxRh~7A@U~*=f%1}h9@6{bA!?^9X(cW(ViIN_ra1T3w;tqteJL*I
zi)p&*Pi5HJbD;d@Y;3TYB7e%A!gzl1*3_&;hV<9GqM$u-`|7|&l|TN^HYZYzX9o)+
z&L(=9)wSzY{^wErFl-4O%6gwbEA7<P<E6e!rORiM)%RbgsLacWO{rEE%gt8cm(S>L
znit`F<>ch)-KkF5)mxpPT_nYu2BW#XCi3vMJvQBbV(e-<<c~=uSiX-8%y6dzJn`*?
zNZT3iT_f#D)9zMb{PdD%nyPq>-8;t>z<(MVDl(>!xqhjbk8y(h0L!kf_{$bS({ROO
zd&x2*xG=7N8?fi$$TuVlm-^WibA)ZDvYe_4WFG3&Im_)7K%GZI<TzAV+)2-<&e2~z
z%7<LsFNNhx^)yp7nE+9lB|yR?f4F*Vl_2uuQLyigROdSF+K2J93Y$a>yXB#-<v?*V
zC6>34;^^(WC6~n!y+9p6Tl?N0U@}K;zW|cn?clG!)rC6e^-V8MB?ACF+^sUTC11SA
zI=<UoVI*F_t3|Jy!G^?r$4lA?!gk&C(UMxOFBj+DtOBlt6L0fOHjpVo;*n2cX2eBe
zSK!##HbXE{$r}s$b5u*v?;95yNg%hOmZ2G^1{>n28zZ9|%4q%B^sTwJnXc*i<9ct)
zwB$%&p+^rNduU`a?MOwMw&d*Ir-sv0M<-Za3h2Emqn27M_={)B1d}u744<=1dBM6(
zVqlU73*bf*)gLtQ%N)2{1MK%uBca~AgruvRF$+ane@bCJKV=81V>D%m>kgpnLzs(9
z#{yG_R5N8b3lN6%lzYqjmtkt0uqAziUugO)7BTMR?@WY9F6=EyoOLS#WQfaCV<2VL
znGj}BX+?GnB<O}s_s%(4qa%#b;#7IpWaBDrJt3v3g?#R^Wnyisc}>)}czxWE{lmIc
z>FQDic3R!v+(6l9oqAuYCOFk?j-l1XULwt6`GTl&_|=YsaN>0T<yFnOkh_V*o8RM|
zY-OH_6oh@tbHl>X4BNFN%HE|g%ZFCN@u=nYW~%YPFVeQ{o-yu|J{xdUyf{zS%wGK)
zd{zNAES*TUcP9SNJ9qK1uPpK<Noku=B5y<AnsNKlG})|>{f)_P<`94uS!4)*B`|q8
z2_2C68o0Zo*<~-4n~}a;_0GH3#~9yi&rfxgRs_P<RutE)4b9Hw_hTX}2dd?8cbE<r
zaszaSCeq2}L5!xY48<Mi7o;%iasS(oVHYQbbsLjC{T1PZ!<<H?dvaic4iEIr4{1`-
zjh7a^%!?@5KRvm5zVdKAH-D49q9xDVSX~jSc6*qc2nJZ3F3K^#6Y!)b{z#ELb9p}V
zh(_K%bp5l*^yq@dssv{wm%emS6W1)S^)}$kGt%5lcGYxRl9=(-XRnD7I$@iz8Jn`s
z!Lwx{A?(A_?y3W&-@ROcbA{j}RN0(7tnQ}XpwbcY!3x=Y3IP$}d2h+d^9*U2(uhmm
zh>4SbiuD$LRF(Z+rrP;tnhvyQOzv=ul}nO!%@!>J%Tg#B%h1z53;c@>o}j4oB_7WI
z<8Z<dbe)%)WXOe>Ii`lL6=Y(=heFA}Bg-4Hup33cV>b-A+tE2S%enkxPMI*w>n7_>
zrRf^4AazCmkv9}a?zsqwfAevBY2B7YKBcFwadW{cErgO*m}1^7H=eN&Q``6u63kyR
zl^y;-*{5N^5Qds~RYfJWbQwc@)`k;x^dp~L(@x)j-#A7-y-TUax&cb3N7{4s1Bn(3
zI~&|NjW=d#Dm6&!muIuuGsO4BA$*t!B3C$E;l#9l0Zw^G$PPqK-WkHJ6Og(74}cdV
zX#jf`C|Jwob6tDyq*Z<#V!iO5NR{&y?(fOCY(f)XLD|e6W}}0ng+cP=E;Wy25*d7Z
zPY#dPf%cUtk#pmGKyuia$<XnbjF(q#Hb)t@1(jz+80@v()5O&1OhVO#P{$UFDlC<+
z{lV~}KylqBcF%bLWB{yeWwmrBpqtdf38D&twM&q+EaUl3SLLZ2X)-5TWdJ9JnO4+u
z+xhLM)Uu7K&YaSio#*Yx1<GciD(OuOj^Oaaa#Ygi1`|kvjdoLx&X>fJd&%?=jq**n
zb}6+wm`l1NUf2whLq$Dsb$`FTWa(j|>agp$`|I{b@6`2m#yU@<T4~<Kz0I{bq%yI_
z-1rP0(bq~6Q`FyavJ3--TzQ2><~x#nU8_%*0dzzA0A`8l_G>L2`l<j~TmWuR0%DOU
zN+H3&s6~pzi37m&JPfhCU-$=8?e1UMTNv1x7B-#-5GDPlekwf~su^023`Um)h?+$C
zc^alz@6`sWpC4`2%+9LJ-o@*3KC~NEuYBbx2$K@QKm2p{58s?GVfVx_$3ZMGoAYu)
zVACeiW{dsU3TeB~^Q$J#^uM?}pWn~z{zbZzfnWR{mBiE1s(zAfWg_EldnUe<2>F@s
zd=9FY5{YMeeRuRb3T~Hh_0>d)YEkiDXAXgR`-pvf@I^KWjYq>suF-U>xNlwW%Ji|2
zPTbjSz|6F;KwNL<jLE+)7yG24bDGzWcYl?J`Tj|NB|5BY8{;tHv*h5qn>d{0>Y2Wx
z<Lp`dOMDtwX6?-`r`Ba2g*ODW2SZg98CmuH`xEWv*_`O@urdKmxi1RkhNwqks;l)}
zuqb|?i|L#FZ!Jui<==NNKP<ppO3hiqboH39-D3vy>~P@`p(f%SoxD)WWw4x<_HC`w
zYJK>XFjZC~-`@ZwqQfNmNZj{$SD$BH02GfayM8lHXMR^%dV`WuU~dIykq8lwIs%q~
ze<mmFhxN}=Z{Pp246ts0`!|SAzjs+!;3#*h82QTo@m1+pXi9Vc?Bn0jxrwQe>ji#g
z%w@qQ^KIXD!Ru$bfAXp6ZRBUu!jxpQey6|E-sw|(mB$YFPQ>ToOOe}7G)Z>W+o((v
zFY*SyhpXh*a~6G{wrUK*&He`hm+6#{LUI2QPaX!BlnKHbu#bV?O1cE%HIjv}z3D@#
z35P!M6yhWOQy#)L&d!yt$?u8%H15{{nm=bdQDqWf(n$T@?jnZ^DXFFp<;G8-)9+6A
zXcl?vUPCnWBRj-EiaFyAG!#+jILtQ3srMZQya#2%eCCOZGZ)mL&BVGU!`<(E0w7ge
zaK(bU1I>z|V4wi;vZ|?qEZJGzm{?C1Fhi32X05x(86v7&u*Q23lzQw$f#nwI)IK0U
zxJQ@rwYX<S^mKlz4Bg!wf)q&b!(?Rc4r5iOX^y)nydto1Vo6^FX*FkK=u`JAz557|
zDT_V5^aJeHr|0>4%HE#nO2)R!g+I0^m)(idfD`{uOGwPDDb2&fbNz<-)ZEBk<@Exw
z@fH2{s792;H=WfS&@BhQnWeEUE#J{zkm}>uJ;oIc*{z^w_-%$-3uRs$20*M`*qZY8
zTd^t0(EJJ)k_!%Go>-P=vz3Rd+Ev!^)l+)vb;+MWAwstf-7K~l@$;y}=(>zumjic8
zcH&2u9C0npFLzYeyQia@f^-E^y_cQ$ZqoI4wtO=l7$8*Y1Ie-pq4N!8EafH>>NY_M
z68Y4;)op(O&9SkKNqh}O4^Ts4&CysDCQBF;l}zRNSpQ+>I+1H|HJgJCnmfp=!nila
z;~E3R*!~$<425dI)+PJX;;DoLTx-9Oci+ZeeMQ?{%@z2y8a40E#pzMMSK|4unmmef
zoHzq*928h(D3eK0;tmhDcmHsR2sE_TnEB(7q-LcylFCkTifgjazqyDhK{F)x0d{ws
zO$_kOQN}z&gU~TJHi|mQM;T#^bNr)(az7@CNL+sWHNOaqTJ*8BmuN-+Ay<+Xqk-HX
z+G91p4DNhJ(YDs?*cVlR!`|@<qsm0~{jBc7OjrWm*qfO39nE}Q@Xw5m57j76{}R9$
zAhCGBTVOOp2~~{Lp<F#0@SaC5qp)0cAhq=E#kXm5#TOWCn<ldeKQNSjr^;MOFwC0^
zPIskckh4%1BVk(9UYgg)V=T&dHsJmMgX5$(l}7|Q$TXu|h8W!QJefbezjuwCeOXx>
zCDN}=?1oONEzLlEDWVa@gv`VUMq3S@B@$6@^rir3I!m{=8<7!KDC)3etxRn%C^b{}
zL}rQKd*V;3=CS(G%Z2j|2SFYoWcN9jPN4hbCl<~7y#6-Q@dAWw*ug8&<CsoZVYGZ$
z6y2K(xGmGaz@=k1k;Sb}PN_Pyc+iWGuVaX($7*NAXpp?NKjQ^*%ghy&JTw1T_br>d
zY;~iFT9weQEmwMr(L|^7dc3~$#(Z5(kk4B>%((NrcHhB`o+&|vCC%3+ntY$N%U8D4
za<SEyf>*N;PM6R5Y!I)TR4f_8ctxbHk$TvYhc53VFYdS9x)L!|N5d;0B2RQJ^TWr7
zzyQXEMTvgJi692|_nT+soPsM=wB3HczHKJis{GjG0VojJhPvVBBX$LmgnPk@!GkV6
zgDaCUYSWl2x6)KJ`|rd^$w<)Mra-bP`d_kai`iyRvLPv%uY_34mzQc_Cm;)7o&hIe
zk|#*MjJ5ncsTis~P7P&#Tc_F?3RI~mhk2<>e~KX4zC30FY+j^B{o;OSAMaM^#9CQa
zIz+7UwQKB4FpzhQ-&~0vV^Yp*yS;rFRFqnT5K7@sMSbLhEacX+vqDRfkjOQi3)>}d
zrmBpCi4T92$!nzwX1(Vd2XN>v-KWGZu1FP|hQk<V6&p)ogOy2tSUJi;>{1;#^GCwq
z6@F(!AW@OGO1+mI4_Xo#REbGdatoT<K5<Hjyaqnhg-{dXI_U|2Sdtt|VMZ6pgt6W4
z9R0&Ih7Ql;{1v6`7Aks|_3(7En(G(Qrce3cWN%%5!Ojl@a~NSl-yF3;nQ^}-VUaA9
z<8o@W>#>jjNMlw(4OyF@46*m(cW~lcJ<G*GMv008)mE3jYk=o*0@l3j-xD9&>U>X3
za7)hi&{*qvdatRQj<k@kutGOv4}@aZW(8A-d0zKoT_0=)IW}`-@jDzCr$Yc};K@D`
z%bzZ%_^>^N)fcp_mey0rVt2T&?jjsyrbs<7%!-)0eAs3Eyp|VZNjYIo?hdb{gdc+{
zkb2ju>32#7B)1Y0_nFA+eE$_x_aser@U@H@)QbzfATYzOapx?>(jPgTXFKT-0%jdM
zo=K7eY)`I3#il@!<3LQtI*F8}8G5{kX4I{&{2Qrb&kx(E{*klQR<X<1>i`s@pLjmv
zZxfRg(KL8=H%#CDbpQOjiI)O!8~z)`>$yuvBC~B0=L3#Y^FKV}7u8Rp%>Ro4{SOL+
zickxAe5CV9Labo4|35d+|8w;GzfV#^f?A95b=jH6o$05)2m}ix1`R5HfARZ_K;87V
zgrx}r&0tG!$zrv~{p!ujM)4n@vTpu{FbyZ2j$k(MOBa!SY>XH2f)iV6@!!&kE1=pt
zWz5uijWhrymxkh)7SlGrc2#car%)9v9ISHL`Ez3(*5Jn`7@;6LUo?fiJ-~k^{oCoV
z`b6(g0gGEN%CTY&e-iP$Gut^PYHn;6M~-o+o|v|NKZ7PLp^&2lo}L7UGEaawN!wk(
zy6@N68Dd&RRqDj+sY3`F^Kw>9CJMy0zv$SjvV7tK37->Kh%)LBz6gc#OaE#P&WcVG
zKJ0*nm!~^Gjt-3zdlM9hP5)3X`kE<Pv0OLv&q7F<VKN<5rdVrUp}WwmkPx6)J>%j~
zFvyBJLX<j{(1i~bBqt6C=ZwU-;c`YXODc_T8XIIa(_KvQ5DVe9FMF7e1{x_Kr;-Mn
zhNJJ4sEC1nNv-$k5ao630-q?}Bx_2;0&`;o?BRW4gfP^etW<Q}xVPmY)d$YJe&I|N
z%#1l4WNB>dZ0P&_a=?1J;qKec6AyIyrYwFU<`^t(w-FQ0(lrQ-M`X{%4$OUTkD@64
z>1=`{Psq!l(0EbT)m3vYoZE(B)SP@F_hd}5L&kc`$Crr_!pt4`X?E@RXS)bKVYewU
zP(7L#Daz_8n#}@JNl|QKb}}lVhF0@wUmF-ba7-+>#lg}>4)tBa)4{bySGu~Qou2Cb
z!Z9aF4zvCH1c1DfmL$ed#-K{O1AyjD!1beVqeb3sj6wi`D1y{0jJSet#XVmw9033_
z7G<^a{}15%ABgYd*WHDA(*LE?v_H$>=XZN&B3#n!-}kycomAi59rz=zS$aH;aOA#(
zF3AAJySQ*Z$)+2$jxVB&EUdlSM@KC)h*BgTRRZtm?Wxl2K|6h26%8XHlA{E$Hg7nY
z7n?f)<L>$jks(|~!oTVTm&l=vG_yfZhdsR{iR9_=3s}oqqTfkgAAdNlkQ*;LO?}Y*
zJF_eDVJ$DSH<x@r)+=X&16B;s8U0fNN|f(PYMk)8NY7Esons|%^P>H268DDd*|lQE
zs?`OgQ+(_<u?(_v30WHP`ef2Bi-DM_Nr!3kG==EVrNi7}8X<9(5bG89<nPjZ9pc?M
z(w-U=rI!1ZvNLiD^r4L9`@7~1SdC(`cx=u4`=*5?^a}n(ZC4{pQgUI=B3eF+N{fMm
z4B_K<{HFhYhk*;k4L{p*mPj?LSo(a%o96!yfan89Wc7#`OY9iRR8mz4${~blq1-gr
zh-m?rwO;+^`sPfS%lVwAtiz7VDq|2;Q`0ya%<hjy3ZyCcs9ynA=mcQtOuL>Y%^6}h
zr*0N(|8rEv^?C#3=yt_TQ~Pv%6t`CG$@PV8)BK4}xb+MNL?5~N&HcCQvyE+)xO2lj
z8EG22eRP@_;+26@pwvnp`UR$DHasXTxQ;!BChsb^7#_urH5qwK9{=NAIZ%#V*c!!Y
zm$LOx%59D^m!k9M#9k-nw-bLlkAE(xL`2qQ09wB%#KAz5454UZgrsqXe<v$12Qtya
z6_sU)sZ);Ll3IC<=q*jAy=RS}fCJSSM8ufr*{!r+3BM<)h){)cxkPogJb9gbTo~s+
zgF9EGE;cYv0UFYY=b>P;72XEoH&QF#xqN3x>S8q}f0X4!Yp95==)+XYINZ(@CF{si
zo#l_k?B}+G$nNw|7)vQV^XGvf>?+o~w(mvBY4$$=fc+#rC#o7n92EnI5s4qUabDke
z`#C5*bgdCUs+gI<r4!AZTfX;OM+sAvv$7?hGzp3E!;lFd<qt4~_&a|Rz|{)$8I>U7
zXLYo6m$m2i!wTf_*3B%S=-p^-WD09ldkS-ku=NVRRXb!1(iKC;@H4iAytggkt)>ze
zDwrXP6>)ccN5=BpJzH2=*kmQdLCT&ys6_U|6T-dc<NGkZrw~M=XF1dU`!iGbFU5^q
zF@&k*9_2rP^<Kc}Yx$28!~`j3Z{~TWj_&C#;t1CFBUIvu?vHNoR^zKyFQf(Intb?`
zZEa`qw5EKx_rz55br#W8KQxsP@Zta87(zqa`ft7WC*6MlK8q~>uMeMHzrJ;)yGTPk
zL=e>=MTjLYBX>H`nSd8X#3K4ZQ7Cvd_=84Hud4L@4WjK^({i-t=fZ7l=(gV-b;lRQ
zWNzC5)OHsmanwSE0(x5hxk!Ua4cqytaUl+5!}Ad<)fQMsKRF?1;41~HQ|S$ZvN9)n
zp9#FaRdgmTimU|g{Rx5%`lMb?^WDA&WNjsWita*AB{juGTK6AdUaBIq!wxcyJcNH<
zn(E>y05o(2St^D?HNJnNlMdU%G3x&D>+ovUIpDxPZEt=NYP+-uG=%9S(@P-bJa`_n
zfj%>FLno1&nGpX)>bdkEfMvjOemCr)Sh(JxPG?d}){>K-S3GAmP9@CW!hUB^IsVY<
z?oTj;)j6Fk6^&W`2RByzj}`S{M8(o)%bPqN%35eHl$kM)Q_0xR?~A^+*S5m<hEJ5K
zMMXlqS!s9PfT9ooCO|8K!xXNxSC(%+H4hQ-i3+*dmX_6(fO``wiqz`RnpLzj4Remt
zH8#kt23Ze@HmsZCfc99Wii)ayTH`P*6?qGu`!PFUvR8&_8K*Zr?^~fe-0eS=p7=$W
zB6t_eNs6tce?g!t0}DRO2MHuiZf%N&@aZ`piMZrvMv*oP!tucc?kot)%Oc6P?v0oe
z)0!N!F{H1>wge^<BgZ`;>gIN8<L<^2WbhcIZCjP%^UykDQKH*KeV8vWd$L_38sF~Q
z7k8Jp;-s%LKFqeDCvRH{gSL|?slnsK^QWy$n@K}2%RHgOwLzUjE__a8;1t9mG3$pa
z{WzmMY3K)dU@Q|%PL28qn`^r*zDj_yVo+Bhw-Lzpz6shoZn&i)GTzeoO47zqoUNW5
z=|RS*ONbrpUPs`n(Sl@vSLpV0PcPbiJa#K8`l7~pgpLx!{ovr&(~2HtBk7SdWU*=*
z#tK)w1~H9&2Bx%&G|9`3TgbUwExP!>))z!uc^iHhX7&W7AFAd9Ff*a9mi`rOXiRaZ
zyP@6>oM`#4mM&$Q)7RF!p+I&ba#s3pc*@Lth8<}w3H1ci58XQ+%k+F0vVL_KW>rJ3
z#Ibd9#FRfzpW=xW2oX5ZxFLC?Snn~$G8z!?VWF%xz)UPF+J*PzSSBM^kKx{D;lTCH
zxlmguyBr=CAW5laBT`!5$|mq}AR&f2o(Rx7dVr6bpZ=#O+z>xtkM9$?v~>5EezNgk
z&R1!_FGzo=wn<mGJZ?`YtSYJ=MHuQEoqoE~Y*Ux;Qf!U3eOuWSK`0H}PNx4aPtR!7
zvEf=E>vxNw5~CUWvmZ}UBnW)}5(Xeb*q-ZBUG&j$->-sf%4GbTi<0S+Jtp>0HACr5
zQ97OHcoh@?Xe~z<7vt#2SHHU6N9{P&*SR=K2h4;MVR7Sy$((b|&yt4K>i=<h^i2+Y
z@87>Lkw0@l4#-22M%s<ddfz+f(8{`@b0DPqdsy<Ys3j@BG#k!rjSNz~ca}PHzHR`6
zuz=+(0&fOM(@@cT1c<}j=A6d3CR%@z{^)@WC0&}R^lm`_0_<=YiF>HMy0$+ehn1bY
z$Qg>skdN8&b*?RlIc;jdK8B1<<4dMDX#AXE>A`87UJc(LZs3blPA{DuNcw1$#WJ47
zX48c{uh>GLG!CLbCB~%hd}F1^F8A`hRLwkKT9?X}2+xE?6kf~mgN~DKTGHZG*fJO!
zvR&=iu@P(`gI5x|>6$~4LYf_?Y<g~0N*X&xm%-1As()MJ7wc{RxE#1=T)%i8Z+7<$
zCv!Q|19bI@nPN82JdLj^&BYYP!G0wbZulM6N)R@dak+9?dSpU4+$h^iA_-=<T8}Pz
zd)AE2K$0O?0Zz?L0Y|69ge_AmfAyHuQ2{;$_pZk(Qor8Y7U`S9$|f`DlWGSbS>y7l
znB;7z0v{BR^W}-LE195QsoNpPHP-5v*suwN@=r%h#Trw)Eu8gatq)P3^sU;uYDaS(
zGrv#`>4$?FViQrMW8zLGbiGbwRehz+$3_pssz-}q7xt&Xm1|7E!2#@6U^0$B9sUBy
zr?5uZfit)vnL9VC@}wU=vlJT>!c)k-xLl00&ml2P?J4k^*m{Rwe|J`*qeEFm{wz=b
z2bfXchY2Iydb-xm41Nt$+{biR7G*S4UyT!PeeQ85Oxpk1T1(V?9|t6Q)}Y$1nOeAw
zD2J+ExqJ%!UxGFUtt-&`Bv2Spd_mSo8~M}yMf&{+2jW!+St<FGz>ZnRYHuy#8&1!l
zX2uDsdMJI*a%@RXs985{S97T5M6Hl-YP#0V$G{@`WvuKU(M;WM4L4iX<<$mIpo4uu
zTJ4S%RXN=G$s{b(d1AzNs_D??8r$J;1}qg+IM^7P8s5%MkKtQ6@!r%_))BQ03ILcw
z)x*77NdcJv5HElN>WZSn<mw(E@^)X%0DtfL?ZCy&rawguY>+qiEp|zPMa+I?!lzpu
z?b%sv$V8sDfq|YjV(m@(+pglnSR7ajs;a!Q<IvlHl2BL0TtJIxowwWLY3#UwsTL^r
z`Px%|bC#ahLzvPsUicz++j=Mlb7i<bRitRE3rQ-+YqDppF3)LcrnW0D%GmALKO@~^
z+)IH*sNW9;hzx&q{^@w@#mBAzG`7`W@~7Ope2*vC;GT<I`e8lRN%Z#7IlD1#zX>^W
ziMuC=5RoAwB`#aOp;k`x-C2(!`l0X)uJEYH(T>(%oQ9lNo;x|g)ZjVn+N{~|l=v9u
z42=jhP)8CbYRC;n$w$qX%JnDBw+$~eHoRK}m)FzP76dU@-T|~Ej;?sM(Sv#G&B8Re
zHhlgv1dUGJ-%2+1d6433zwsI1ZZeTKw6L6-|9IqE6aB!1``MZIt|fnNXratFak$L9
zg@Pcg<Yh(B6=PPgUWkv|CM-c*G?w(&?)9QjzUjEBeB<TAJ?_0;!gRmr$2FOzpH2BZ
z()o$%l0TiO%@TgSlCmodsb}d$S_UC7?cE-3>0jZCV>y~}2STR`aHsJsmo#DLmNtjh
zrY8<X^0x?3YwZ5Zy|#9khOwh>jP&T=&#}Hek)Pm=_Tbz^wu5sG;K+%-j#_S2vv<nL
za&cpl+M-%2)W@)3BPa1MT_hs0__^Vla_>KY?Hhfu_Xgn}B7|D*dDOj50XE9Q)(d=Z
zb|`F8mwdNr7(axqRzyV|TaliZPRFKdX6o?;;f}n(v|wHiy8FHUd4f|o#u9$8`y*!o
z@Dq{XF}6F5jcMs`j5g|R^|!Fwko8Nk;&qQ!pCf>wqt3|HRB`iG!geXuvj&fy72DoD
zGtM#ycVKTV-pYyFA1*arwCzBn(`Z6L_;6Wzxt0Gpdb==ea4%3t=^{edx}M?hIjkoA
zab?kpUT7uB04`M)SlhE8y#QO9^LS{Laq_*VL*!TVNqq}Q2i<9>t<%-uzUUO%ieW10
z#ISdq6{u+RNnL%TF&=uQr2)e;rehb_+Fw#gbw7Kvret<+#x*(C^EknC^|Sq`<>6{2
zKtQam8iU0!zo!Aep~;$3p0ZX+N!+jVXNPEx<Eq)YiQ)_qb_kiUo$etu9Ovb4np!A6
zTng$LL3r*!3t#)DxZ!}I2I>DG$vryQhHN};Xo^N3RP%|oC8wW0#hG`OQI4=9aq&uH
zs+{TXiuLxq3Sg;f4=6VKK*5W=uL|1-ZAX!C<W5XB46<Q?#;GNOpEp-sZpgp!`I{cV
z_A}#a-V|1pCo4yC;%YV`kg$rThe>Gr*Dg~yCPZNkY%G_1YFcE+q}<`;{_JN%*(}6h
z3nZIhhD6rx$V2Mw?C4p6k+{1=D_tI!35Me=`-WVChd0=I{H4}MXp@RxtYM{vsO5-I
z7E5b7VXMAVUOA=BvV_FxYs=KA&ghkRo1|tr+9I3IPWiGPqewn`eYJ-R2(NX~1E0c?
zqs*0du8}CxhYp)#PKXOq+-hj1@xIlh?Sv2uFDJ%v>qk<@DAo}BnJrB4FJjuhiy9l#
z&&FUhTc7UW4Ouk9Rwd>5Mfj8YxFDgeTr)$+R4#5&U49_6Y+uN0HT;MHlqcqBNY4*#
zDktoVM^HbS2}|0`nuC>gYNgf1*>Ez_1&B7k?wD-^lZqB%y2SMZu`IDkpSRKYt}81+
zJyTl{byEB&rAAKN7OzA?VB#Z7<_LiULg+sV_VF?c#MQK{FP$OYQK})CA`-P;w%^8>
zG23R(F3nShy31~MNURopxuu3PubIO3&IQWdopZr(Lq+QS{F$bbf$+sygvD^4C|_M%
zUyJ{E!lpPw+7*PUWTz$uje+#D8z0l{f!%bA29^C2^PJwtVa26~Ka_IGVIqEPCPan+
zxK)FZXbEVpLe&fR*tJcJnWl%C!PD1ir3oBpM-!eHj#KNLbPt4mY^qZc1ADx>iqy<h
zk>p8UxolQvIz@daG$(ERImWZ5Y8mz*L~+)yrAp(@hYP(xgUq*gv?p!B06L=~C?mak
zq%7Aq+2wgrk#0qokL4f}eNjLObw#Dov(q&bh@Z>t1_ztomM+?FCggRwXTCdUe6I_!
zSuacYB~6;%5rF({otaK?*!x*RQ9SOE*@tqVOEY>x(rn-_d)?AxsyjE`KD7*bW>=##
zD@!>-)4~&25(ry}QqOuHrbf0jHp6W-sTPCAl$rV}Bq6LPT=V%GyLHf-?+H<b9{9#N
zRXnw%NK38V(epCZj=pXdKDL=>6SI+*zuFBOkU?to(U@6ZRc@)o<0_1R#keTyi>JL;
zS#%1d=*ig}M2xFnR*1SOe_p=8nuOJTtbN=>NJ55myhVg-$SY6V#B<i~DcnRc+!pbC
zUHXZU;=r%<FFAp=FOmMLq^2|p`@TC3)6ygCc5_y~ksLA8BW*0SwG~-%s>+%Mv5Sk$
zK14c3I$HJIdS=LMqxRa|9o9>08jpPU?)U9iD3`@oUQum%zGk1YJWIzjV!#>t9n=(w
zf2Av&bz-e_^u)oiDS(OqTiIlql&=z>vZi6S(E{7igvGBf!B6fZYzWcJWQ0NCpau?c
z=|oE*CQTN%DQP%sju^R&bI=rB(@EUl*0mM%C#3s=7#*8TO@KAoQqNRdD<w|B&>J@-
z3vg}sFJ>n5<_de3h`D`Y*uE(0cnNzgzPbjJY)97L4_(ALIDab_Sa#Qa>}M)lUTC!g
z)d(w`uL5IYh8Ba~In3gD<$PQ9{k~%D5=dL=gx!W~=bY%u(n}Okv!dljvm<*?FrS83
z8-v)i|8xcWR!OM|QF}QxL5AC}!XnlML3iqRyMuh9K66pm%~yzC^V{1!TA{r}sXcDm
zgCN2o;C`3Lu&5%rP}s^CD%P#{ZxV3}CvHo%b-x&+`0NU!(+q8p4!5_EE?nnGJv}$z
zbG*AbUD~>JW*!Z)dVhI#IGg-~LIZd)In8Vr8lI=ZER!j-R`#S`mydL>KKlB@H@{xA
ztA@HNXLx(2(m_8fieS*=I|h;EKq??c)SFp+b&4L51uI=S@Lha_@w7mb=U=y8w{x{e
zCFNrFu}2)3vjf$J5l+VQ^l<PbBo)S%NsO$W3goqXLypwLzrG>Unxo^gFHDYsf0eY!
zCH|hQDe{euotL4|B|H?SKIpyVl=N8bb6Tj|5of51MG|?5Pn^#|5<PmbJ_Y4ibVFIx
zEsh?sh6@dT4#KjhTM~S1T`V6sPots%$02+KbaPQnz0E(7-McEXK4n%5p8YUNcc6?m
zVa3UU%ok;#l5=QpwB6GQ1l9$1pE<A>lKMtkGn0y!k<sv<9wMa*AR7e(Oh@~#xt=ul
zg`mgGK}^z)SJ<^u;0GuOc>erPIo-E)BTwCQY(m{SnjP3R|0PLC-1HJ5@-YiJrCiNb
z8NSM1tuBuCg57y=bK?U;Wl=MUKg?Nu$oM#Lg%`56F8d)DpEl1YTD0Tj>`j9ua-dD*
zk+eBHfg0WAoT7!US??=pMX@xGKqH%J!^M;XK45Z^M%@!6fspk72Y7)|OK4u<tns%k
z$I7$w^<a*q#Mi+1VKvo;iuPb?W1~!3$1<!ekO?m^wNQ{jQA~U564!ryN>AS29<DW6
zq#2MT=_b_u)9240i{^a(oS{v&A!-p}xN}PU-kV6;!gcC`-yNU^8bp6<oj`=0p><8^
ze*m3F!AnJrQP;e0-`1+!-dNsbeqM4h!h=WRyLbqWxn0JlT4;w)$}!`WmHHHaT-eB@
zc6<BgKzF53yD9_A6@pZ<i~FjsRKJY!+tS!zB;1-KGynIZvcZC^m~iXG8=<9A2qyMV
zw!UNWmON<|!z*)=dk^(t!Sbhkwg=~u$_9wTIEft@zL9POknZYp6H?4Vy~9iTP0Z~?
zMMnJmj1~yUgo=SYhUrcCfLgwK{T}lLVChKB`EJbxpPHU0w?LX|qk|=3MypM^PSRXA
zI}t&h9hMfAD&na%QFxET^mO49XnjoBmFajfVw;XO^FJyShL{qqRTJKy<F_u&oVp%V
zxvcGwxl02b#!Mf-+#ViQmKej}(bhCT>Iz&^=ox*IsWMl8V3mz%K>pyH0oXo{JVI#0
z_;vHRyI%m3rE^qum!4%z>?P_}*y=A6J#6i4!@JRJX0Q~cv+Y8S!`6@+x=&@&F~@(L
z?2A5;-sg%ADIF)Xt9JS%juW*k5V%Gk6CVvc?S8ARlgxaLM8C6qQp>f@o4l?+qW}k9
z>VHSV(m1@dP-xr?g~)2tNb#)uaV&>ZVfhBMzFZ#7Wa*AMe40>e=L9+ETPM*ZsSs^R
z(!}kxRWlxGt7iziipf`C>td&7MSvBSj_?mdgQ07NA=Yzd32T0}6^Og;%}CyX=9e1(
z-9uH?Z1kGPc{xUIc;b4si^?GM<jvb(?@cB@0&FeR#wL+lf5Vfx01RUC?+HoZ<dYhQ
zb)FAf*H-2Jky0qW&tINx#8fObX38#RUq51v%P|2h@&}|C5^!w{XHkq%WRU^LeMlt)
z_&8O>AmAnxBnfKQl|`-RvN>6pIid}@H;I`j>bD0!vxyGv7lCE9Ni#hr@lw}POOi~K
zXQNN)QxjyxrGNhOuf9oi8T5@`dlRt!1w6jAz+!8S?FEJgSEl#crTsp~^7+tBGS5u9
z-zlRVta0T>AQ|jItY(WvG}H5pAZIILO+Yow$2sd_nVGbJzu@~)l6a7zfPAF2@u>Xr
zf|*4M4!%kIYKXp`J-(6!;g?N3<5zQOqXFLv?{_{aq;AwE_J631*Vl@h>S{P)mFWU%
z_>}$H?vi2%X|eL8Z+99br8P`-!^(>BhC*up<v{OT&_mrfW=kx|Cc1Y<as4+748+hc
z9(=HU|Ft$}5PJ}{&g*mFr{03$heR?C;z<Y`e0|<`{^n!x`o^{RZ*1dsFL`h(waaIo
ziEWJWxnbS!CZ2fDqW~r4ZxV+s8(K8VK~ZpuiFUXDY2_v<L>tNYwX!s1uZp7T^i#O|
zAzloPLp~O*5uj>z<xxx!U{?}}Pdim<s+6X2+C7SbEcp&@!a1?E^)Q|ljz@LI1-p9~
zq3Rd+&p8ar6HBIa0Yutc9UoXs{0>KjUbWVK`x7hJPm=ah|NDIWf;yBl(7zbZGHEk!
zv{rPrnyH;AQ0Uboh8H<N@s%&DhFse3Rz4J{-0sZ0KC){cR82KDjx_wxnxP~ugSn=G
z`(*eObyoH*+=*ScFjK1bpl}wU9%u?b8A2K18d$%xt5Ng%_e|d5>2>Vlhc8X*G55M5
zDqk7jop&PzjA6?&i<+GtVU>r$y-+VXxSU~QSorq3KhngL+0@7KC%*#{f3c(JG;Z^;
z+ZP#5u01Jm8>uFx6*}3W30*_q<81Z0A7rkrj&I0NL=NvAtXR1~YE}Ii&ox~J&4}(S
zIy*jvxyu=QpDxrY!KfO~&-re*F)*5fuWXx=lnju$dnhO6fFuqSE#U%@U%&i{i1F(Q
zOCPNIOxKc#n$<`BIc6_9Ed#s8xZV`olF3Qb&UP)*G`I*HTV5KI>V^FyQxC`qV>7m>
zKnD4|ZSOf5k**)GVYR7i`(RJmf6J%qv|M@-q?(O|9}^`A9mPrSBF_o!g2FInt04*6
zWUPyv?#J_}F?7&frc$?6KJ>rsXm?Uy{4TI{dlJQd{_33<Mq}|<D5$owLvabPu@ucp
zb~AVgkj8#j%jK10|1M#CxyJDDMa=i(-GlO%C**^FxeP-GC_~Prs(Y7#_QpqKLB|CY
z#tIeUUF~`q&030_zxmOaAgRsaV;~yd5{cEGM5J3Qvn&izCU!Y&`FXHz8t@nll|y3(
z;bYQ=xw}&Nt0E~o?Rvan-z7IFHR%SVOPZxoib*9RO-U*v>wn<-yyvn|trmPN`i4?e
zHk}x6FoZtL6E{9%gO;ksC|OgKSAGDoyoss@{5h%_ez+|_v35~dBOxvVu+25U6=R-U
zK}VFL{wcV8xWcy}|K%;1y&nEm)snqzpz??dth*l0sQuJJe_d3pALD!ljx{eb{gp(V
zOnbOHDQ~FT5YfhtimzcxR4EX0_(gdvuzbzC&M@AdfJoJ|8oQaTO(Aqv&Lw22*2-nw
z8z0r(yt$E&vua%k-bSuxV~!g`@^&hLdIdu;PA={4>*`lZU5Kt$*FLgt@UU?`0o+ym
z?psHGpVW8C+gr%7t|)6dVCpktAI7g8PwLS>ESCo{8Ok~u3n~+QG%E{#+yccAQ=`V2
zCakbWDXHeh348-r3=8fK&u`xX*?lanS@kN|nh2@owi1wz?Y(ZyN7vNL+K%go+G`?{
z4(P)G(anj*{<0Qx6sR{WPTX1oF}P{GTH>9;-`lz0KXdv&M)v5bH8n)qH@dB(Z>WE|
zX#e-~vNP^zX<mn;2{oMY`Y=C;A@RFco8#RI!NHhmyDj@ar7#0`laW40p-z_@`{h0v
z0<(ip%~Kxag!alaBYy&#Ivv*bE_%|U9G2jB>&EEyj7shS-W^vJ;V@5oCVe!?TM4J%
zi7i7+SgJ<YOA2uU61P6>8%i7ICOkwLTJKX})w4;M+*ekf8c|gqn`TJ1sW`;ff-PIB
zNG|_esMQINJMinvkkN|_RM*ttQB_VoCOvXt>ABu~ncblWTlFdqHkJPY7~IVNPNwN)
z{B3%md6mYUoZJ_E(fz{}xC@{XeKgy-bsSQJj8|#$Q`XMpoK<=!{0A_2r+Ra*^c8KR
zC(^k=g;41>Uw9&-@jADr^-t-2tf4j<aQ!*csd}_~Ok5d#e~g%q9Xpm<-n1juDD}_T
zin=hweqj*=PlXGS-Vy7jF$cuV+jE<aae$MWSYaUg%)|2Bv~qjk&tASxUz4pL7dL(~
zT`G`h?Dx5orowu(iUmqQ+FIW!*~f~eEv6E&|3lYXMYZ)s@wx#*ad!&E5+Jy1p=e8R
zLeS#wZY@&WiWPzcmmtAiN};%0aVSzKZiUhUEwsJ)pF7SO=bUlx!y0+Y%g)Z)YtQ+c
z--nWJ=Vy)I<lwkb-Esed<8_ydX;Q((+DU5daJpqW)i`v0Vt&nrE$TF>TCTR7iza)G
z5O&eXPs)|3p>HD2daDa)n)h~s9`PqGPgH$bKmJ)YDN4ITxF+gEi#8Bvuf#(}+W0Q9
zhjEBxy_f~T^o2!T%VR*r0WkY|mnGyic{2r{cmvWhUWonb&u-YNVAC|$diGiQuy}}g
z3^eatdG)=wr_%$KWFzc~PrC?j@K9&Bp0)zXlk2bf4{)a#xqx{|Rfafa>ZR;-O1g>@
zq-(yx_0iRB;n&VYQP-OQsnOtg0VZ<ug}W$WTbAza$nEm7<CmYZ9<_fO{=?D6oa-yW
z;-so17sg)BX!S*+tnZ<uwb42S4Fd#7qzKoM_vy@7WCZhVP2Hq4d~#+C7IYE&dJ`J%
zE_6+w#0^N>E?WjQmCPi`nLe^hlNkLiVM-mXRv=?d;G9vppM`JJu&J(Ymc>e=*~q>Y
zH4yewSh|}pJ!0Ysj51Ti@0&#MiMi3{^w-Be(th$u6hG3h%kBAHL1=Y7@QjT{VMDFq
z|G+)`hkRg7to1k>)gXQU8Tp1qsud&1B3}kbx#RPNxMRk^?aRpPvJnImrpl(yGYowF
zvq40nptd;HmHSP;<@;r3?lf)Z)>AX&TiQiwLe}J;WF@xr!aymH*LQxA{HdE>$0si~
zPqH-)s$Kfnc)pPn&Qk&!$$~esnqsUC>@_G=s#_<Tv)P<;NPnd<(L7=-<|et=6{7c9
zP_yf50aXdWhbK+_VAQaZFN#1#8Y6bQOnW51lfJw`8Grk;Xray9ra7ezSt{SEAJV?7
z_-jd~wJ3I*@)<>K%@*B^O;>;dVF%33uQ8UhjG(aLmjU%SA@_$9>7?|YMKFJQ+VCRQ
z%O-af*@qzZCB?_()^~2-%aju*v83Pln?`{>O6(G1Aesa82QW$nzTKPQyqFbrEc3{$
z7)tUkRZ*opFLL$Po_RL8kj~PTe)3ACMB4OB5=9{0hA58XK0t7PE;XM*^U1U9dAv7!
zFEDK_(n=@R1P_I6?T<w5m#X9{;o9%WRaDvwv<kPv3fUQ{tjN+n_oeZFyPQ*`Q8)Pd
zO<r^MM`DYVYpNwe%mcTBSnLT9z+5!_pjmdXAC>)45J3S+<+zAX(C-R0yKi@TR9x`n
zrlTT~74Jt_R8V}UF0J*i_EhU$Om7$M*q-<L=dM-af268N;}ALHhZ1#?;Iu%&o}W%*
znL6_5S0HGCtj>)Z57xO4WuL`G)!KN!i+bFagE}fpX~sE*$F2m|g`aP~n_PCi*8z}2
z`RFz336UC}(i9ZD>f_Gh@p||>4KEL6dEI9o81x@tK|$bN=yXDw5iP{{wCjX(xfYKN
zkFT6*<O`6CH<r(^{sJY7%gdmWk)D{Sg2JWD5N1<BJvnB>0zhgts<sUs683_pdv0$a
zDYkNgUkBHl_N=6$59D&~Si_YL)7}MOj}yKuP=GKCGAszW2_!|mj8Ay0#(-LA%MwtE
z^qtaW6>Y6q>lb8nNrJscOLOVuplDxN?Pt~2&+<#d)PgAq=z1o<NMBxdWXEyM)4jdt
z%gPHjV*8s}Ts9%}Act#36VQgm1A|Wy!b>Eqfs|imJiUg5hYC`5eW93Bn9|4VjnvKP
zSQ}BYEn#=+mImWRmD9=1U!;W%__WL7lJYLpn0`zmW^5Ou>Q2}0knG+ryn?{W(_qKC
z0{DC{V)7{ik7-FuncD?M-3tdU`~nhKnP1;s|9OLarE+DYJFKeY45Ip6LN)6j&Ze(h
zn%;*EL)|Jcs_^(B6YTXTwKjOv57_L|9>FpNY(#oi*}${AuDEV}ZfC<E#ID+V*t_&=
zo&-OncB`?wfX0x>${Ub5CnmP5NalBdKqgL)A%IyR#3}_mLmVU6p5Mdau~C0Z%hhZM
z9VeYK;1_Jaj4|8S&ZTI7-?5BKPS2&+dF%Rt!qhIIIi3n!2MRY))8z~7TzE$-R5hlh
zxd)&Uu~L(G?xSnof*nby#>XV;L?6z+9i;SeT`j#VI2viUVN!0d5q_qw(-lo&Gb9B{
z9%&awgdH{ZVZ!MG`&4PAzyC6*D=>BM{g~$l;iiM9)1h+^^LKMiJh=$A8>@2j910*b
zlD_(Nbh!q+3yB?nP8o^zU|dV5PA7^LFcZd20?{oGiJpE;t*^kZ11d+I?)*v(!M))J
zKL73BFwe<jCPcQ_{`p9J->DTtZ@}AbIKKQ3R)dLx{O^m*qR02Ye+U!B43GXM+cWLg
z&t7os&_&``Q(}C9gPW8q$Bi9@+m;jmWya#WlOKnL^#n~(yx5cP{m6d;JKx<4Q;nUT
z)DC<*Y$i<>Di-|va00(X4f?2mBro{mv-ov=nUL0fm2tGzIF=)C(XC&w=jB`9hn}Yj
zD&r`2Q|dPEa6~Z;ix=r(cBv{tSiQ6ueOy_M#Yd&D!*6900ae%SAnwmxF*dE?rhVd%
zl~r2*``ED#D+*_AA{QBt7lKN;@;GvudQKn*q2jF^AKc&PVF}U|%~}UjlAnTA*2g#3
zX9Di*pD1goxpI|V>D1yifh2b-iK)-s&JmPD>G)Bba;~5D_!85Fe$fnTl;`Q`aFeH1
zcL6FTbPetosac!&6oBE%$s?MzPt?^!dG?oTxg&HmL|_D1GxnN!Ld3Nf<R`R}wv4|M
z*Q*C)ohP}wH59oKY0TjYc3F)+1gyf~C|hPFWvn{nXlxNoK;fXbvM<P$`EN+t_tSO5
z<>HkE6nh?-n8=)Zw+TmEF6_nCB5^;o`}1?)#-oMWIu{Ha(DdNhD}4eU&KY%tzk6E}
z+MlYt64ceA8|RbO2BLCJa|`Ht^d#{ZEzkvD!U~_%1M|`X!$A8Mw+uO5fiVxV-?G~u
zKDo|Qd42Pgm^<Nbu#CCD0my~DE6h!#6qy-Z%%oJWSb#%-*p^-V&ZhWk06UqsMbW3m
zV*?d9YeoiYe6np~J!M&Q0!r}!%a?cEDwxfm;UD1Bg0>!eX-XB^1ePEU&~yM&@mML%
ze=C!caAc*PDydC}BU=~dF|V>MJZenW#njZNTexi>C~OtU)i73?MLLpinER2>B#Ow%
z{bR~MK*c-b>=ucOzr79LZMb7*VY)H5IpkD1E;C}=o5a!Z1I;#CpndR$@yGq|EgNsU
zI{hTcz9@9MJtihreypdq==Lg}Jt(LbE24k}Z&1VMHALwDmmGE1#4_Jm@DK2_#PsRk
zYl%+{KV2U>j?pQK2}|=6L*5hukxB=D{x&?Fh?y$bq9G!Lw}N5i#oUo5&bctSg1&{2
zK_XmsLRC)4VUoSjlxi`59ESJ<?;m5#KKkFSSd;&U6|0FtLtmWD=lGBx)CjZZiwfAE
z*^;1ZwIdd2t&}ORz|f?r(F<S=f+;2kLStQ^>n6x2Mxedk3SzFZOE9NtO#CJqpiD$W
zs^BzNPWsigtY`LQ{TcU2XJ%G4gA+Fu@3Dy{G|fmCmAnDQVtX3~#>1UIGaV=*MpT&F
zn`<HW^d~U@u&r~b-goTTz*bk);z<5ThdFf~bteaH%;?DP@+f=RJw!Bs&{)`q03>iu
z{G8oBHbYAl6e)sOsIZyuj}mY)O?i(Vw{q)m3zx?EaTO=D$6wiC6v>a+uq4l=j4|NH
zA|N0@fEOyc8-Y-j4^w?IiOKc0<`Omsykf&sIi-(3G*`@dXh>fH&&g+NSh(picHVjX
z>g-QB5*HWR*;s!p_$<G;uec5k(Y5$~jHaNI31{+sQx>x8huNXn`x*mnLd_(*N6l>-
z6=^ool#hrC%z}$TXW#R9hIKnHoPIpP9$k8{VU6c+FR;RVBbyJ8|8Y?r2WR^G>R7J=
z9bq*AQ9vn`IBTT+6b`%!o5fW)XgCt6l_>D396cBmn+7$FbR>YDA1}&|v2MZ^->if3
z4z%V=hlrjLj9fD0s1L1)lBlvTZGxYDNPjY5i!CB;Eu6mBL>4p;Es)9e;T+3B`%)I8
z>Nt0A!>r;6A5D-F#h-<6FlHoz^p{FaT{2K@#Pf$0GcZ~r%$yzWpcy3~$&MDu;I*@T
zeY8P-`k0x_;{26~e>(E~@GFhPU5N6i@JOdO6n4_M2!<6n_=`ZNBGc3}L65m<KQ#J+
zy0P&o2A9yMRc!IHkzdSMman`NX|MLG6(60jMw0aA4OOX#krxjU1-H9Dzh!>9qi2==
zS{5@K;|bIPk%T?x5P9`;`%{DpU}V25#E(_UDq$^s`+4{8?XN_7cnTX2p@S<QFp4jB
zMb=JFsd(1JeQkW1?$nn;9V0v@!`oW?C+nXryeVuH9M*pWEHm~$hg#s*^lYE*V5p#Y
z`af4N$3K40)CNl=l>^i5otO#*xoUbQcQa-d-wFVpegD@|nZcF}-DC<xr0wV<kZcOw
zcISk?DQGX|f-xUHZVst=j3Lc{ReTXaP-A?6bvD#ilc70T86@q3m@ntNK44~e2WB7H
zSC|QIYX%SE;lcQ%nmyD4ygvK2{R8BSX{M(sIq&CnPnqpkZ7b<^InOUExi?5z)m3Ti
zaU;|?#E>F(wNk7p^JcAe@gQyodl%0jb|n1zAU2!FZp7+HDbu&OQBv0Qyi(%NlJ(H=
zcy{)cV{SGSH(q4kNQj$f$PO&q-jssQ;3P*UnvUaqXrqC|4ppDY7!N7Z>ey<(tuN<o
zVpYp(BiA09p#*SQT!htL%CReR!uJtxX{OaF%R=o-VeuL*DXZx?kp$Msm^TkXM8)^x
z<GBh}%rptqYdiM!K`~$`5)p&_hQeyT`Xt?#-368XW&^koN6N&hWRIfdQ)Bv-GZcxB
zsyc#l3>EBR4!iM@Pd*7L(xkVs#;~ap(h)*!@aLkM9@DQ+41u)#c73#<x}H56unbrv
z4yeYt%guNlqk*9?;F35$nM=4IyJZz#ykGuZMuH0|ikqfEoDf;SL4S4)&Gj)|U8VHA
zOmIKm5Q#J}6Q^Z0l3Khm_=Nu9v09y+mKNWROs?BF6;2x31+wQsf*`;eh@z_X#H6B+
zgvFw5TE{A?@zwPcU?nD5FoqK_n+aU2K#?mC<Z|<Kg>=vCRdI5UHkBS9K{F!py^m}r
z^=PXiZfX#Cf*S9uc7g<mI%kPr8p@RL#JXtU{^bCE^}*M|UR{M-_n%SOmKM4A@zn_2
zw&P#Jh5>hGp#swWheVN_HJ9t3S4}!reSiIo!7%?YfxrJaR*xDRYq|~|{kF`iy~lWg
z@S{rpzR6ctG>meTmF&fjcY)^t82-4PB5bGgI14!KRgQghqciLDX%S$Enh&N`jfm(1
zVYzNSR@GOvh!TnQ7k6tl@pX1_J}l><?aCHAQVZ~r{9sr9ye=@&&$+iwIRnz#H6kj6
zB_uB6(qw?v&LBE@s_&HGn{w)*Lh{u)zw2}2`^c`g^`VQw!+CBjo~BNj&f7cRWzqeG
znL<<v<rq`E18bAy6-jV`@!K=!JBMa(9!r--C@UL*I;>{3@WyH?pgWoAi6_xoK~o|}
zAmNFvkpWw{eNOthpL1h=HkGC4*@jfM4dd5m8Jctj;^D-;0Usjg943gerSp8YEZKgk
zu-jy2!y`5LHKQB7JSte~I>=_6gUG0B&AR*$3yAV5H4vLR+nFEX#&+g(`xzh0YL*-f
zRb~D2t$xz>caupvN8fjftUcq$%-J|c-<)^NaK_o^xtqStLcQ#Fukb$eMhxG4cHHUT
zNWf&DUmvt^w~BR+#$QYcq~16Cf<;N}#(9jXc$~Qp3^dZyv3TLF)H6BZ{{X*s&2~K~
zGi(}4i|lk-+R0v~s^8RzRAj8P5Pu2M1{=if+!=_SBp@C%z}#9)Q!h!JtEqqBo2?H`
z!uAcJLwj>iCX7{nYMg!`TTKy5O0;-_0s$kbBQqbdjeFsHgi8un{is}<O?3S`Zn5IU
z;!IF!{-&jnwYI!3wDodRgj0)#NnB5qr!y-h*9_fHKTBHT+K?%trZVx1k|u6ie>PKJ
zXX1QY>3n^&X#J%`FNd>L)j1PQ2y=)B!{5rsQI!dmCq;<^-Cm8kir0EE(Z7p~O>f@g
zyblna&sttvO_bHJZox_!Ih&{*`Lsr#>s}MRK1zD9C`H)t&NSI&+S%ht4Nq*oV#P$#
zhIerA!a2X5Vqe&pz4zXlz0@c<;cHD&^=wQ(C*NWA9G0myQO)y;a#3Gg1QCfV;#<>!
zupN72Pqxl>{^D%>oC<f>O+GcMbDJzPVe<YP=~W=H*OI%I0h=g=d<NOBbEn@7dq2EY
zlT&BoG?}s@LA|=9CX2Z2=-Fqk{@$%W$S+R`&a>BaD6E6F*Rq+*RGD(kp5YEiMKB5K
z4~w9i7)_52+FI|b?X1k8(y&iDCQu24{%(wjy*3wlhK|nV$29@T=wRic%<!+xU@poU
zBFao5gx2|7WGj4OT3K5udMIX}kO3~r-BK+N=>JP%TtDOX_fvpThxQtCu?L6KImyJd
z{p+bAx7^Gk9l(J^kBrWM-0JfM4CzxZzUsGe_HxCPqFA2Zw((hm&SS25&e>J-x-+Md
zvs&4kFxnKZN52tyMmTLp^ObkAc!|`72TT6MdZFaJdbTb*pVe!sVwX2q$~;KU1kX(F
z-FnAbI!ir?K6#O~$#{GwvShFlqb9hCI}2Xt7suPGvNsSY`Yq+13WRgMH!$hDBA9Os
zV;|&PoG3x>`~?r9FyW7ff_vY4oO|ti!F$WyZCm+8u=V!BgP^{Ey*zL96jBs>H-xlT
z<^2XnLL<QfYQk(olCCT#0i7vFdFpk7_75@yYe5rrm-WWZQdjHl6`Ho2$=2(i<BS^r
zap|O@DTuw4Y$KL;+nR`@_>!cKhIxfanA2BOn_gJ}hFvJ$3fP0$8fpfO5_YItju(au
zaGx!IJ5Rrt*(qH6JKZcl7ec4_BH^m2(UhlGxF~+7x*RDPFPE~cmpda|Nh2~3-W3Z1
zqWwa=RVDm=AV)$UBojDys;X*-lldK!Uki=8v-IE3ljuCpb9G;-Sxx@f3SE`bLK~Jl
zxCNfmEzqmyi89CgwGimgz_N&(tj!K|?U@Y8oEQC{YFzO(d|b!+2XKOPxHUDPO?yPX
z8lWa!=ebs_c>reS9Iq>$cz|1-yQV7kAB=XM3<~Yl@m6JJ#uB<E5hib>5fRam_y%u~
z+UlG|0o4dp#aa<{lOP(?&#3QRcuw|~ZEhke%_waIB|aN8C)TZeO=k-jIU4BDb7#nP
zK1o)QEi_T}+zM)g%4R#ek+=Q%>=h0xJ-a8KY=b;8;ELkBqxWzv{VeLNGOm0QFp*WB
z#nuO4Hfxdnz9-!(kr65Nl9(612BZ8?$&)V|ek*PE2+$(j*}G*k5;hkDLcl9u*j0bo
z@WpBfd}5eVG4l75xC<3!ZeRL@ZQ=cqqCC?>j;a+F=)H7?bJADK+|J9(3+6zjQ_RS%
zWAhX*erDV~Y=`lcPqm$Pw(>9~Iu<@#X-b)^spzbMBLeS3Qz0nfdJ^g__E{CbuA;Au
ztJKxZx4t}%db9Y4V>RFZ+{Tl3CkWFDH~4c9M_y5+C9jlq4DT9)kyf*fSi$@W)wP#@
zRSHxGP`zE6)71M1$S|0x<kB248wT<D>0&7du!FM!IG`8E(<-<(dk|AYNbyndU)NPL
zx}*|=akOdweG?Iac9_%of%6dlmu)P%izM(~|0YgfIgT?Wu{d{qPr!uhN*&P$vDpLL
zrIRbRjY&`}e1IhGnMEIBe(};~_r{Jtww^@Ci~{^M7T}~=SSFH^QC(ms?KX5%<;>ry
zs}bj;+7y}m6XuEVE$uf>boYHZ<6apBu4d!W=>Mv?(uoOOpmeQoSBJzZO*N7NVSiq(
zq!>9Y2OLfROu)y!y$jPL{F+3S{X~z7X=+O_xYi%4m2Vd3-4MaGzr)lW$?Is{`6FTe
zpx(56vak!x3xo5>(j<U^X8gPpjmq*bJvdUHtJ1vKbUk+Lw#$w5zyY8lZ$2e(nG;Dg
zq2F59#0<fF6=}E)oT+5z2c5e1+(M%H?tDy4-=;3{qcz9o@Wc)`q>g%#p(%0=SIkc&
z6S-HG>crt0m*WGa<r*ewn$-hIlbplwco48_jPi@ATzP7+MlEuk>;nYR{I!)!e=7T$
ztFS^|FEme>Mt9L0cv<Sm=?`4@p-C$f@h0${rzP|$cZN~ch_qmB1;`f<-DSNVD6oTE
zh|&o6-rpT}k4`aHpUqG<I5!z52DxbF1_gA+MhH-^f3X6D)nB@eSTz`}1>1B>7%*zr
z=*|630i;`(-xq6LZx&I=WPZL|VOgx@mwW%V>TOj=?B{2hA6~DJe`T2DnU=~nx=Hzc
z?D~B{+eT)+g*Ly#KO59DcHNGFyVfzuchee!0+J>qeZ3x?1^#rJ4qt`SKR=gPC)?Wx
zc-_nOTMfArrlgx49cX<&`7JOobeHQgZ)&}iCwaj4LPAbF1-)CyA@*aT+ELR^U30ij
zT>zUh6QZhYXaxoQ^^SO%SO@Xy@OendT7A|%+5ihy9~r8r8!|U>Fx1dy(I%3qG$@?5
zmdVzP5($J)vStNc$a2|<FCFQVurwP~Y7cyo?nmtxZv_})-!y+|3L1U%Vf=BDV6P#S
zFJcud^Q*zgpLp&?0l((vXZu)C0p-ncSLvQXpTj3T!$A!=UqT2Bf^PVb8p!<lxk=r;
zmj=QDwas>{G{Cqqbc-e$;uph5Iog*G8Ctkgk57^n+&%zz+jEJ4(wX>3h=;nv%>~xd
zO;S>6N1BK&D%>sD^d+iGeG(6}a%+cr&Km(j_y7<9z@R{J!EcwfHNc-)%Rk`m@$-|}
zQRD2zGn&<q&~urNw>*cT>*`Kba8r2mWFcn2kTB=t0O5o$1VTFpd0kjyHqe#{nLIhP
zG^@WKKJ#p1I@|iN1H$98%ogpKy`H~ndM~Auu>YNia$MyH#>dt3Rx~K@V~tPB<qaot
z;p+FV<`xFZ#wAXdhBQsHUz{*%lgKfZVUR2$s<A^A`cA$&q}tS3qd;G`bv%OyrhcHA
z+XgHlP&dnjr~|};b=F1+NXh%`poNs)GVRqvv@zI-=^TKnj2hsbb~u8{4_Qze70Dq^
z8|qAj{ZPp&&t>6CVoQ?HwJ<6*@o830)I7ZSf~;(RnO3jt)%oGV<R$|yR3@(J>PdUg
zdsQO2g7+i4i;sftVgP1<M;$*eP9J|DA$Wu)(o?FS=79k~RT_q>M+$U>v4;T;-qjbe
z5@cm$lZTHr1)R<YB1oCA%{R!K0XXTT6T#hB9v|0V<54t8ynV4xELu(6QhKl)&o02Q
z<wM@ZoT;lnx&s|wG9C0~X%2<9d-oJ2ZcOuJl`<Ie2eN31bsQ2`4q;H%g{BC>*{$E(
z*)yL+(@M*=^l*7Woi=+v_J2{7f2Dw82~1CZArASiY{u5dOhzyjvGV#y1iR=va{oOe
z`!8lLcJ*fO8wN|jhNL^Iza0;mE47lxa-*lxS`k_HVD0rY=7bJGBKq%W@J#6;MnHhG
z`B+nwslM0{u5D@Op9N)&Xu=!nbl^N=l$tUeuQat(r{D1zldVseKBUAg<$QHEKg{Up
zzd}0pmRa;$hpa2_XDJdN9_MB3ewZ4_?To&y&F87Hm=A*{T-n&|ulygpX90z_JET&X
zItJVZ(`S1#x|#z9n`$6DNe7ZE+^?U0{G>c&qbldd0KVDn+OT)jbfG}<owu<v=0BZ|
zUuxj$6T#d1Vtdd1=s_w8V|jrQ<Gwkj=hgj>zF@K>l>)RUhKnfK#%B%vzXsBi%_MWW
zmT#Uu^crQUN1c5xRQzSRy(dVwES1^b#QEq^|8`Mwen`kUy=b~y2=wUpFS3^-A@cxz
z_sZF$&`%Af8<w!g8=ebA^CB&REZKt~)7Pl9a@rN0qKQA!&P*=lFNA}!562`5pK<T~
zbfta5Kbd{XWP?uptMI+^XYj?<*iQ4LPWJY0TXlR+o+9(XQ~#qn%_Z&w52L1S&wwKO
z<vLYGg!@=GQSj(T!(`OOd0c9@$NP_!$tufJzBrk+s`alsKaP$_)8>EiN-+fbr!RYP
zvin9#dmjnp-proOyj^D@(oUz&HG4xiZ4$ZrNZ0tBGQWkJ=Pf}+VjUl?{ef9Re5Sl9
zr#+JM%~ZZJNqzq*kJkn)*Bu;6JUouB$i=8Tox48GqqqTGu22{!8`P`~Lik92Xi1QV
znr;hdZ~Lc+*C$vyRW#V>#x~A7%1}e|J(IRd8@rYt8fxUszbWEkf1u;ePkIb?HYG5P
zutC)<1e2_1yG@_xwLUpK``xfzdf&DB;yqE6!sC%-<)4Lp1g_)3!1u+0rk}fckG&HH
z8wr1`b?dc1=_($Ciau#7zGz#<ZJf6fOU1&CRCZF1B5y3vO4$s3Ej%3*xAqS}eR*=g
z(?XP||2%2LJd}_`OJ=_qg!ZN4=d=sY?|ZTi1F$xyR7Pe7!qwsF1bi^X6NZS6iq>F5
z7K)gmMuR~ch*5=t>|(X}?mxh(NBYZP+D>fzC~~EvpO7Wgmx<a?$&(e~X|B#ZiYZF`
zMO;3Un|WH$RFOEPorc-kf+0d9n~#Rym$n#D4#0-$v9SW6;4=SME8`g<6rl{k2rNIh
z>lj`Q*B~T-B^^gVEMR-3M$Tg4watr)6q`(<{cvOH40&6_T_ENAOjHD<PZ~1+W-XkF
z#~RyaqZ<@msqf_OCV?C6*^V*C%-cq={sSDcD+52DhT0ZOa_|$&sb2tF+uE}`$t9r-
zI{OS0Ks&c?$u&{}o&JL?9gi-5nv*PVPA<OjeYUlGlp1LAIXvaa#BG7L?4popl!_Y&
zX<@SlWtx$DFeeXpd0N>H!Y3f`4-H6Ok~@TXKb@n`&4ICb*<9x%ei4)MLgbEXwHj<6
zMSY{82B`2!F>4Ve&)=L=vq7X&hG3vOqBLzIyv*-UW-E1;cP+4FleTRccU7YvT{?jV
zO@YQQyU#Z4`Pj<hfRdq~Tk|+h>C?A7geB-iMXW>dzl5<V7C{sPaRn3wBtNB^Pj}^w
ze)?v;;nqckj&p$_kP7*I(o^p`*aJS5eZ|AMQYzP0cOcJ9YS^0Mdv5*XdSkRZH2tc>
zRw6&(Ocd1;>jk^m3u)W$n2~E=mG34qk4eW->*;I!5aGf86=H#GY`V{MF4!ebxwOL)
zy-nf$t#QM4PQZJQ;TH>QHr*wVx}AFjEX^9GmVMwDf*p>fm&l5!Y5f36<Yt9w+19?1
zw-}ZyMXIBCigGAprNhY(M5zJEwobo4oz<l7EzU2n`6>Xx3A$YF30;y;_}p2D0&ZIb
z2X<YS>@kwCh=QRsl3%}W8yp7YQ&#%&#g&K#1JRv*aSG&iOyAoo#NPkrim}1A@@Z7S
z-ZRF&r8{9x`J5c+FPhe+0Fv?zWjZ1YU;dn2xG6Zedg3sFQ0W`ObpQpv7iPb0y9JKQ
z{Y9i9%~8W;0<cO^%10P^Y%HDcCg9}itAFEuL%aw9_Pifn%%8uK*L7u0Cp%Z(oyTP1
zbD%L+QmRAA#ad!R7@|~3O(R>j=g(~U>Jz<GsH%jwG$ou|6rv8qPE+328jj!!<tPcQ
z39XiT9DYS}=}EGaS-2Qly`+}qwe4soXc9YKqjZRK>ypAT+C-ROEQoK-gUt9wpCzd;
zU<0DjE-P-xea9B2z5AE<ULjbcN=XhCtpDz8Av#f(pm($<!eDtvT(q1Z=9SdoXVp+J
z*JE26%4MXs6lu}g62l93&f;Ca>+tL~i8l^ScklgbY%E{c@3^$W%k}9_nd67%TRIwp
z82Qi%wd+x@TD`@Qv1_wc3tD$4+C(}1RuUDQdCsuG*X?nSdfSX1wdbkP`9gtR%><SF
z=+3~^l?bAZ2ix=1HOH0>hq$<)%7pSKTtjyCHKbquvXl-<btIiSQ?{@g>U$Lt!**AH
zm5M{|KW=BoO_oyq1Nc=(PvPR!U0HgD_!}o8nZRdM6oZXFs+}{23O@&J<KI}u7-^{G
zfTzm(gk)Hp3g^lhx~NM8nZ9fQs^M#F8X2N8wo^g426Vuk7B6kUAVvQo4b_rC{LFw0
zk2ZhmGJ?Tns56zNuE-?So0eA`z!}DoyzBq-diY@0w1I)j+vRt(;5Qm^D&LF((Tb^j
zc%X$nM0Gr{bKCvZgn3b)UP7_A!?fV&N^Rd4;zYz{w@eRCY?Wf<M4s}KNh;RvlN&<j
z++rro@PT}ZlXId@@XKD-F_GD7(iGd<B&|HsE$@|f%U0?H-w~qtKZQb?0{);qgNcH^
zhgTzak%oqPLJPK{L4%Pf$RqX4wHXWG0-ZP*eqdIc@iBIGo&SuA{D%1^WwePvY|-z5
z_uMdm>l`P}Al4evcbRLNq)(n(&(<%rApkr0w6kbzC@AC7I3<%_>R0`gw1prW$xD<i
zc<)dP|F!4~Vza8SD+95q;VO$fPh{%{NPN0_aWi#~!(@KrHTb7wr`c|5<WI6K!uY4=
z5?aY`hHlsS$Lb?#4ebP5o+Uww>b@pubv~nk05e==2t{3U`les7{YNm#F_(i|`jo_D
zhnt=s_i`ye{m=^n4F(I%yo>1fJd2@nrN51>elNMu>J6`OoKotj|7clrd92?;zu`a|
zUYW3_a4zvE)Uc~HXW3?*k@Tx_V_m4$vT*kjcWeI2_YV^Qd6e9(Jp0yROlG0x$nAbr
zXCgA%PTK&425o|*pf+X^u5Y*X0unb)d++6MQ&)ao&0Fyh!<A{Tx_>{zx8s({k<XJD
zJiUxP2L3lS{{OXf2Mr%T_{T$-KHOeCll^0Z3ACs|`BpeA6hgz~^_<1U#fAc?4kpHG
zzp%Lw5MmTQe<{BJ%*a)fODjb`E6;i^D1SW!sBK^ew)JXCxA)5Q)6UuY6GBzp5?@~x
zJ$op@<<&reqIoRf<$btI{C4CbEj6MUlE5nbbI6I%&-CIJh(k!Ji3uD#!lFwN3)0B(
zas+{5Zu|aBux!YVX{O<1d(w%0D~a9gM~v=@K3w)4#IY%#(4RRsLBBUTI@0fuKBIAc
z!bcy|$5JCT!G*T>>_sx}Otz$%t&0y)l|2)!x=cEjO7<)2H;^KZAT}ysV?(m>5&}Sf
z$#G*M$biOmh$auaB3ZMS8{aPCNydL!eosE}PS8)&w~Sj@%8!8L5@bkmllwX-!Ed|~
zK#=VB=qjs)#olQHv7)#Z^?3(Wi)<S84AWm;<}o1RC-6Q)yaw8g@C?g6efV&8rDS$I
zF}QO0_@~z&%^@^gA6-*kZYWYYNn|_C!-~B}8Tn!FGw%l%$4>?e7Nv!5#TvN$K-O$m
z{^rNM(J8vqw7efD=wsaHw`9++6UjZ?Jyb%a|F8oogwk=k>G&SMd;Ixpm9TV_8^3GD
zx3=DHrPZ{vfZy9XuYP?n!G{k6HK4ErEQlJ99vF!^XXph31Y0TK=^7WWRP%ZIge2$W
zVy7f-bGFoWYE54OVAbksdb7Iv+#s@Z(BDgADKMWuE!zzj_TZ6c{4N0z7H}dBC$7l~
z6WIyuR3gCo7QntUgV)oQy`mV(A)iN5U#&}t=0YH1aH}!33J3@g42|Gs8=K4anz<TV
zNc__I3Wsc9YJc-k#}sCUjiouPfs|(LS#V^ej#L<^+2zx&g0MSPB8ssxwM9seL4h;Q
zxlL|gq;Mm!N*|tvv|fKdNQmEQ9V4^=$1ltS(U7ya*ESu-Kr|~kLvzf=hRG!7%uY3^
zP5kM}ahDnu7p{<O)H-kyn9cAGlwZ;x$dw{sb4ZD<h7Zdv31wC_0_X(%+PggoVemlj
zy{}*R@nwp5NuK)c7I?oL-%vG#f#=mTR3ZEb4K>rV>AQ4rgq4ZNAYIqz7czb)k=GSd
zISTv*+Bl~OCux%?H})<!j2bMgJ$}O7_Cn&yi`^>dYGs<MzB@9)3XeOM^gO_myNP(#
z)${wW;BVy0#{JYn4%QcUcNitqDW=zG7^?_0zz4(zhxp&cy~T8UC}3$9%3Z(6vQzhI
zF|9E)ZtlVE7g6)gxDyM0Acex?#^B>$4?Ao{Il=z>O;-!w<9L<pb4mU_A`dkwPRLs&
zErVSDrLr-zxZ(4p=5Nnai6gyFCb}@aKRPVxDV4?}nf|B{IFDb-)=R-P{3Vi8BTqt)
z6BFPAk*ia~)MO%ujK2}n=+noP!sm*IrZf39RzJD`@-aRr_5MZ5p{P_Kg&2}BWZp2+
z{T`W=cH<LMZm;6GttQ7-kQAfghv9h!jLX30O(MMP6XLC)bOQaWa!sYwOp^H&c7G<y
zH4z*gy7nyHh*_(?bd?Xo(lA9sD?%;A@DK#HoCg7e*AVzme>|Iklz2DD{ki-H=rwrs
zXD0_>h3s-bnH2F2Rbk^sFn<wy8vhPxcXMQ#P{3{)u{bW5cs8X-VAiO$eQW=hT?xWT
zzECk1=q+KKi-Gpyh*%hq*O@_qrlY#5Z-MrN22)&3X6U+ND#{qhjS?r)HRm-OD5F^7
zwLosE(Y=W%xKKkWqub;0h9(6&eiQUbNUxsp|7(xLbm;%f=KZggpl;Yq84Ym(N9qzH
zLc(v)IP8-6)fj3VHA<DkDNE^|cFRIFY65*8ySoETN4CfR`27Bvl>3@6x9|s=mm5=v
zg(}D`8Y<vMb<5;D7XK<>_nXj1{{@>q0>Ip(PsbVwPk>@Uh>2vg_@K)|Cp;%E%?a08
zt;HZPt!C>!F#`dCR_qx@cfdX^w(8HyS&CZL!sTiz<L6aSH;}i%iM^;{hoR7YGW4ZQ
zkOcL2P#y#7W&m><G#`c|a!7r^IitqfC7J9-uEMX8^WmBnohZp;GFAF2-6LfDWAy*^
z(9j*sx{!J7JgG>UE$>%$k6zH7wX0LGd?{<`H5K@X21wzMuk<>dLR`cVC57#Vw2#n(
z)g#JP(xKmI@MN3@c(|z>eyI}1+DsVm?Z%KWL$g}zEsFY%nV**tvWEKu?)qt$M1)=q
zMcar|$IOq{pw6)x1I<MiVYu73E>_Gt+jE&jO4%Alu`67NTvTa*u3HIvF*Gk!UCHbX
zIks365Eq*?&Jq*sh@O&ZHU`66`ZQz~_@<OS)ITBRL3voN&#8YDj>Y;YU^s(2)90S^
zB72K){YpOMweD=`;!4XtC>g-4;1n`tQMX_3Vz*drXfdVvj=MQxabHQjHPFH}-IL6-
zrM~`cOVFFY*8O}h{;F8Fv&H`dyc=(#wUH!d#BawF(&`s_g;qcya|~I8MPkzjjzLwd
z#wLJ$T1IDJ;KZ{7=QrJs4<%vcZe$z$Zy)qqKB7OFL*Krc=`8wF^70=bA&>EH)n@y;
zo(ofdHv9+Jbr|WDk+ZyRd$aZIugyo1n}2|di}k+}>(5qrc~K;m!EzleEJ2+?&GA+f
zjtiE>T>F<Xa(V7nNv;VhB$dXUP_J9u*3%1lIre>y=k4#mP4@lR2dWcrZD9CVd8SNM
zfj&Cfae@}NNgZz{&Brmt(R@?<`2X7Rsh0AVFI5UiFBShM-tT{Xk}F@lhzipaQlzHb
zD%z()LhV`8N=kq+pc8zV$fqfvh;L<nu_Tb4<|`#&Z`tSnB6+IOkx${9j}xC3U6D=x
z5(2u>AHx$ik8>%-3z5b$rLa+4>imntS$@I|t}s_hfDLF&7ImY{Ks5^bwl=C;QnaO?
zf2@qI@Ry}qGbxLtg88jPA<&7075Ey#9N-q-XfnF12131aDseM!*$jRNUK*^JnM@_^
z{8cZA87jxb5Sv%{o%m4vU>>|G)|by^=vra2mJ|crO=wIi)2>TD5@x?xLSSgeD~xT+
zja!EP2F{^;BD32;Ry9~nrvuBcQ4aT489Em+twR#ht-g)=pkYS#hAcgDUOMHOJduU_
z<y~9?Ztr``9amGf!H$%X-yZ8>UaFb!^ov&yJzLt+bj$2a2-!zIQ#ihYohzeijg_Wv
z!Bo`dNC+t14}gV^<O|}kswS8poI102+I2ftbOwTM%W;v#&2fHZvYn1VRbnLNJau&|
zuP8PW=1}L%w?DKvmi4^2bpR8$3}PRM6vaoerSUj$zhPYB(Uq9fAjns}IB@ndiTI{?
zi{kiGAQoQ1Au`_;jpHyW?4lfg=3|^qH}{sFO*PN!#@E&Fl!3dXDhEpwSq?6+2aELi
z?A0m!kC2LQE8JjaI!CaDRf;mw9uGQo&d<#lzRWk6<`Pq<st!Y_zuia=^a*`RAui^o
zh6y3^?7e9f6~NhU)SSnfqjkKt7IB^nzDBgmOehj?{8`eRs86x)P$tCWbG!{?Ubdu_
zi^dj7N_j+@b*WIy3e$dyx6*+@$9a_S{2CE48`wk)<E9ZZS-PY{Sj`v%uYlVzvSm7_
zxMC{3EN$PdjN3XBgpFv&z_aL;HVSlxj(0i?F?;jl>pRH_Zr%H$H;N0e%~wC(Vo;P2
zn}L4-szayx#_I)3of+=pDdqHskE~3;yA`R}39t{aihuv65W;{i|ASrrA4`??N!azT
zKIPO|9jP4Fx13q+rSXTACW?PSk(yl*Z_8n`evx~!vY4m}X8>J-G@56y8k4~)0sFNW
z9<zK<_@)kW096VFkoY`L#O!j9Kju?7F6}Idg=-@D1PUB)4JgNuJXVrGZh4quv*FOz
zrv|yjRic+$o{!b}44Y$kviWV?W%{Tfjw$mheb1uHwPB>usK}w~q=fX#4{A8tcm5{J
z1ut4Fa+*hPT}=zH{{f=Au^;=ZXcFD^-C6D;_iumRnAJbk_+`qYhP_|-DccAW01<7e
zO7F6ZQ_4ZQY7Y~UW|CoRk6cAJmX)<flga4_(jyFs`&$!|)}QiH)Uk=Rwo&~e5aHx=
zMZ;jqqTTN*k^6A@*}JSJZd0$dBc%#Ee-vu1aOw<C<FT)kfYWqeU>Zh-h3l2|G_|vD
z^xf@?H#=Ly-r$9syJUDZ#42fl^Trw<C^gfCK`D5c<q_o(ISR(~Bwr4Fc+fb<!8h9@
zchJ{2RI9D>y1<pgu6BH6MPE8}!XzPSSh1QRim=>&!gG$gwPRo4Tt3?SaFVNDorHeJ
zZZ}^Oj-WiuikNAq81tGT8Fj5-V@HfpG2zZkh2QWaKs9~GQ={TTq3ywJeVQj8ECW|e
zW|MlF$oMj?r|30f+<N!t(30tNl}LZT@Y#NEmR2sRmGL}|m>`=}LLvrzW9LI7BMmmB
znxP4NEGLZs*M}2(Psr6)DuG3>a;%Vn#M6^6bC?`|%j-aJ(&7xW`|On72*-YcO*CMt
z7K4{E3=<QMOVgF5h)kR<B`!mLY?p9gQoLc5gz-rAjrm#4I`#Mi+gaXcm4qjA+@ItF
zH*3%fda=7s_yj7sudX4Gq(<ZfBDGg{re=Iy3YCvd{7U2_(QcTafxjoYO;Ggu_k;{g
z<O!vvXQF5fpX*(CpDA?KuZTVKEUx&@GU*?nOe%_K_{gPFZx?<YrSnc4=AZ#Jg`o}=
zXZB>nVMC8V;WqXDx>%s_({O%7(A|>|gIs#(rjwV4-Kn%Iqhm3$HxzlUvBuT<&0!-j
z!Ar0eq?w(fJ6=(fE$%<kp4Cm#pk4tp`UD5Ns{B?DM<NOEF%uwp?0#MPsOhW%ZM?yp
z8v@-VrPwY%-;B&9Eg=eF#=Sg#H8XUT&pwrX9jIy2>ILy`s*{;&Vz46pmRypNP0JMz
zSa+((+(^$zv>C-?E_BXS=K|od2`5#UD(Mn#%o{mPkKvLQ4CZS*T^RFCl&CW`V1Q+8
zYL}URcrq%TYE6M#4<vt{7MwXPA&;!oORgGi#S@>#=%AVA@i~-4RuX^PpOr-)b^Zgy
zpoOR8?HYRKrwy5tVO1rfpk3;DkY*tYl_tv*4TqvD*;Ig<+`OXTDfLj6@Oy9{nw-nl
z;76;onsnGt0}Xy4;7~FoGf*p1O*)GF_rvQOo%3$09Zg?~%8I%?p11U63I&>(`7JJ0
zSw`&E5H=_bq*)DRjjjXX;zGD_I=r8G-XZ#hCUUX#Bw?9Cn;6kbMR#(3gd<kj(ahw{
zwsjcSfZ;m5;LBELp-;m&`T?2httF*ZPR^nx5t&cG#d5Q*&(EapES<W+?Qa-uoW3+!
zG~nnBwA06C%OOsbli7FA&>vqVfhZ5!P=A~)jr5c6dA}^;R#KyC^7zcf7I(cQv@(Pf
ziSpzfB-z(Llipl~FD)i&Qf4WE>lATaRZ4`R2LN2Q{79z44}T%Mh09mf-)omLe5%r6
zG?{ESc5N}p-*<)nXQwIN6#4?FMNK<Rs6Tg;uOq17M&f8@Gm7L`ykWRG7LVu!fl8+*
zqvr2DW9{qwuUXzqVln+jKSE66LftIb>p2@~f2PP5?_rUUP=JQUcX-cK-?XaUBFe`B
zw*yq~7|r8l&E8o%bW<>yIzEQ&5>&kt7s2S{vPD#W5vV&rob#z;xVRZI^Jzc;e0_4J
z)*y}eo(cm{OzG>ic|9*UmZ2_O8M5)@_4VOwPfD=+K-FbE<hkfu>rNS`lPVXk-PL4O
zapI5N@Cv^!kqUzun6`-lCG~htBi<GzRSn5`%Q0yoH5`<kC04NVSc)DQA^f*JuV*q^
z4pH}l(3`r7v7WSIb41Or=gf*7CxLCqSOUuaRs05Tb){AF+4_sMxWwMczbjSVjJ0&6
z6+?H*aU<fKfm^8r+LXei^tFSPh7$y$Qa(22dOO#9Ww$JIKQi*`OcowSf|dGRdJ^wp
z6*Yqxnu|_s(=lSH^<ctmg0W41X*@T-B>D%N&jBcoEC*mby7-#R^UfbM9yCIdqQC27
zB<wS6fD3<LZ8AS!&Tf?<M`Z+2;5LhSS3n5toMaJ^UkTCENxj!DN`(<{ze}Fewb7^G
z2BMZVh)U5psPKM&DrXu!p%|u#d?<lW&adsZob_N`y`hU%=?tyzVr3_J4M=X}1u?6K
z)=)ah#6@qyO&Evud2)|}ekd{LTG09nvY#<BFSYZcymcy7`v@H=Ct{WW31T@Lxl5b*
zwxiS^o}H7$^i*0cK~%*SKb1YsDo4Yry=oO<F&JwP>{{~-RnxAd2+~%<SA)T}QDkRt
zZw?17-JUfvvtWA{m<!UY?YObf-Y|^Pi<>SYGdJi=27S0MCkPiO@&u~pjJ#6#YH3x~
zgK-56a8;1{M)Fy9M-TO`QWa(7J7~Wa2XtsABN&yg5ugy=o#B;+$NPxlXVIDLP3z6!
z8KWcV6<xEAGt<ldpjgqU9lxBNohgR~!p!6aEKa)#o;4UJ0cMCmeW*o5Ps9+8eg$O>
z5x&!T%|8@yZRJ*LF+KuY+bmf%?vL-Yb;(U~H(apZ8Z>B7czwcGr?o`n(kQi1KP7w1
z1i_YXJgbn4Sh}RS&5Ij({XV&h;Z&QkO)`1Cu0m}KM5Xn)-nD~ADpGADY~lPL;7oG8
zXjT7Q@|@-D=jhQ0E*I%n|DT1kL1h$aiBS2u9;A`cQVQYMkf-`9yMC{P^Eow(j(HeE
zwBLK+rY!7kJd2-t&K0w)p8X|XV?AUir@CB24<z(*GogiUHCCo`^Xt*!`HOp%d%b(*
zOFV4vxV9(kLqRo6eVw^^M1xIcHYMV1Kl}`Gp7Xq)aQ64bKB3~Q_m|^WRYA>A9_pxb
zPAM%TU0w|S1AMHu`=Mbr!V97^JfUSgxpBI&RLy(iag)*Xn2LEl(O5mSxLoCn#9$*0
zvpzw>s8xKK5ralpfuz0%pLl1S9)F^^OK+y6e4gp`=uNi6PW$tvhL`~x=ET9*@5Rvu
z{(>;II<1CaRk=fD6aCQE{dwouY~=*=>G*rq`U0dH>^t#LbAE@!l#U=-wAcGyF?1nR
z6mI?x5PuSIw0;`2+j3B?<iOCPw+8H#q1dz`N`}svj}eQ9F}aL`Q&1b}q`ikfgMR3;
zVhw)Xdw=sVi@z}V-!o-YZ`Q$^Mo~|$v}5T7@+zfpw6fYkRu4vY4^7WfV?S(u?qTF*
z*6Jg!qsN%>^-W+2;|C4kkSxe%0+sLN*r=*RZp26ZWEzUhoGQx+)Epu7Mij80^E(5x
zT01WycY*%^`*f6Fo#+}Rno(T~$hU<Gu5R5coI4we&Xg-TAKJ+2H$+L|;+9%vtJ?xH
zR%9)fR8{@~KKOrZKz|9cTVRdGaRf$uYYBPj&XLJp#mlYN9`)rPK$b+%md>jwr(I8&
zc44qfLDZ{R$=B_C=Vw%l&6%{+>B5g=5(QwOwkOf|&z=@oC4@3${G<BxS<l}g!lff#
zC9GuoIf8Af&Fit4CGJecuc5q}sAq1)#o=iuz_q@knShqO=UYDS*a%H0Ma=6OKJK88
zJJ@!#Nk_bEJCmxVtFxt_o5cw7wN^kqw-5Ab1^NKmDrm+2cBbdoPH<mHZ&{ReZN<PX
zrQ4%ZMPVUL;<$p<m#2&?(zU<@-+X#N1Uf>7xL(1$=Ipu4apmqcB|a4OE~gxr@`-Bx
zxs95Qq6slhbX7P0H+0*8mEKfoF;gZs;4;*YeVO=+n71}y=d}g(pv(R;6n-+X#HOFf
z1(etIDJK%C0E^5Ku<bj-CJI`>uwP*4`F*t#7?6n~u&V-czo#tM1oAt9nD&Xwr6CYI
zGV!4sOP6!=GQ+l~T%V3Qn@W2j=M_whBdrDfJ%(7cSrV$lXR=_qmZ<)noE0M)7XtbE
zc)_WtUv`PFD6F)*99n~7K}c)61_?dyV(*rX^Ge;XMHKhb?yq=CGbO_Gy#-9Oa3{Oe
z@qs_tzJ-1*AfTLAgQK*jDB<N`G7rr(td7g@m5uaQoHRo;L53!<y>X;=S~2pKZe;Wn
z&kO>>-O@7-1!1y$!;xpaPK`{@*&6&S7b6wO2_i3LFUC1?zX~&#iWBRjOjjjeQHkI`
zAa@w@yXp&`lO!*Pqtl}kJdVW)&lX`XRlq#@EIVL6g_&O(qxpa8bZzP1P%g~x@;-{z
zWB13l7jQvm!Q0qN9YZ0|D)o5^Q66P=$^iYEBc;mAzXCAyIJJKU$zqy47@SY1bAi}9
z;L#-v>08Czq^;lVqLMC;MYvDN->;jTR+XYv(hT@{6sb^CN)EhY3CH+)+{SE9SsiS+
zT+KTYq&PS~kD3lT$ys!xs0vRNTus#$2^L-xaJ|L&CB>)UzFN}V#vI%nK}gVNNWud6
z`peYBh1t7Gi?H5zN)?Q8Ypquc3oq<;x5n-!3G(fD63sQ|ODPkm2&rL$`GnEqxO|wi
zpSqxxhO*bJ?FajK{%R0x$0rh2Ced6C8&{8i5IIg(8RiBrA)?nJSkpLOwN~Q+9)GoA
zU*8{$iyW}nn2byK*uL*?gP762_x-Ea(eK4%8Sj$uB6@DBI$sf%h@n$K>39nytTnrw
z-4`pt=~#LM^6~wD60H0*RL&gUm(iLUY`+7u_?G(>5Jn#8<YZ#m(10QpID9vP0_b9`
z#l|X%%igJi0a!c*49bnT>XJNqY!l0+rDmCC_-pofEE6E&ABCsJ{vPxN#$i8nLgUP}
zt^IES!D7Wbb{J`dA<}<!cP@>GK}ie1Rxyc!+O$>0uo)1knZ9$jF@-nwE~)V;uC7m8
ze_W;}qGJq|_9T5GIJwe*zvil};Hm;>8y67K%oI`tsz;C8Pg1$Q4$YN7SP^{J%`9g|
z4V7!anxo6reGVZ&TAMGcX(QqgU1-<J%HZq(bJ~>0bPF(@Ko21FKEY=F-K_CoJc@U&
zPIb+o;<v+sV{2<pZ*-0Rt4h68hNkm3M6FSjf<Y&fh1FSBX@yGz7?MZ0AEq9>nzy$0
z!y(ib+XbIkInFiABK~vGJ|)I{WT%ybZ?=a0x?ba^=hCw#2AjswOU3nYA&&LY$`4Zh
z@z$%R)Eu7liJ!(hul-%b2U&@jOl`<03d0E+!LQ3jd$jXnwO!S|21H$%IYVu|h&(=r
za!{jinJsmeCG{a=0Zb2)KmP%aMhN$s1Xy+|yZ$&cF#dTSLPpvNVPzWV&lYyp>%!U^
z&MOK(`7P@I?H|DY;dO$(-Q^9x9J}ed1&hAqKY(1F_Tn{7v2tTpse%HZhEPfjy!4>&
zVYFz^8X#acG^LJ+VY7+>HKz~v1D!0D#N;v8BC4d7TPFFXCt39+cyWuJi7U1#2c%;E
z|Iqc9QEj~O*DoC0EkJ1t6iblcP`qfd1P@ZYxYOcNoZ{XP+#$HTwm@;GK(XTP6ev#n
zJNcjI-1m{So)=k@l{fQZW-{0H-FtubYsb01ueHt_(R2zZ`-0yhG(-n+DG^U^_3B%r
zyj=zcio{q1>#u`G#qpN%Ua1W1u;JEb<FY`xi#Z&u^`Oe`e84Fo%rS=Ow_U~v4gVQc
zh<c}Jz(md9-vFa=*E{h=$a#@YfKB!#seSxHtC(YW@BWL=^p#{L=`qfJY6+H_^2)-&
zveI-hRZFC|Jl^8IPEVP?21`7e!BbJc|4Pv`4l$<ZJ1I|C^re2O$qjA2kQThpc^$9V
z7L{wfJ(MPQ*@FL4J%5UV{>i6?TZb;~Y9R@)&%`r98ou`N&%Z#|adbr;6>ZKxUatp-
z4ZH+NZDndN#z>o6V<L&a{w!bmzP2-vQqr}>r8fRb-wyiNS3{Jj4rT0or7>(Oq{0-7
z$Mwlr^y*vh?T;daI!gc9oMWZme*i|0x}VLJeGBf$gAG!pzM*y0$A%*1rvf*YoZvg6
zDx5I)vm@A+rx_Q!hy=+W*Uhqo7YSj6?q*BMmX&{2v(yx(luyJ*Ejb|Y5R9=qk-n6W
z_TLHV+jOQTqQ)rR*JBZ+Zs_Xnr|X5cbd!^om3o%?taKy|GoF`Xp-mS&*G{gUD2(rJ
zv*%*oHJ!B;=l}r-l|+?9D3=a29Ssm-Oibv4w5Yw=#o+=qrjDi&N<WZP*NHpZO;%>=
zHFJ!mfzREXYo;!L$Gc(}u1WlRnN-xVVLk|oWsrJ#we2}yIk(=D5v&&RE<u=L1-eoH
zlSdoO#6d8YI)V|AXzqUL=t!0t#u%K#_0cb|`hFmkKHbiF`nZZu<?FAc54K}Ji<~FP
zjo3Cz^WIGQht6XKUm76GWinH;2&`0fb4P-{i=iPXHJ>S~Q^8ZGokFNe0i9JuOdmG{
zrU?t}3zZ>+iWMWv<6MuR==vK?|1xZ_!zeBH92~m9hfRO^kM^+9Pyjn$Oio#fMLm4!
z?5*Uo#J&|DRmH}|HRr4|On>CNSRx=2ZfTRxm^k8Fj=KY#W}fjOX^skbqe$PhV)!84
z*gU~!cq{shmR77Y__JO1`G?z0RalTMq|kW$a+nBIqYqcMg&_!-WD+i+u5Hf};g6Er
zIPj@2nf8G{*e;y59(?`16EV%6k8(JoW+4u{H#<<o2B*MW(~aBcTgMDpPD>YHe|^GJ
zkE?i$@8x4ZIS@V%!dy1U`9nkF{)+xr!WbQ{2z6K)R@oeG&5Ot4&OZ!Z(ZcTOQbofd
zT?C^v`6na|{Gy+PGL_4Qo%ImJI(9(!bkC^lenmy8xkuKUgbZaAe#R4gW#0?uvsCqi
zXJW~}(XUk#G9{QO5NNDkpJ#J4()YaRy^KO!kYw)YT}y@G;WR6I!ubVYDCL*poYN~w
zSM8h6X+0hzeJ%r>FSm|53~b51hsM}*yyM$V(T&nT*8Bhh^QpkatX6|uh_DJN=xL&P
zP7^<ApZNh{vjfeCC~{hRPbDC&T0D*4n&C9|q{_k#&)S0ot?oIOrG<NT7yuiw{W!e@
zI_!HO-C}4-YfQ9!63Dhpa2=s41BP`#2n_}sX$LB2=&7FT(J=DVeCx3F<9<_ah0Ua`
zhl0tKka0~uYCL*Bs(uk@2xL2<Tyj>uN7%QyNAimWT@(#Gm%mi}z_^tG_E_O$BS(P2
zKJQ6~O$8Nr#Zebvu>AKh|ELWZ-P`8_$pb4N6LnohXmnB-f6h~t#1a*yH&vOZzoH9=
zDALMup#YdAKPPP~E6YI?e>j(lKe4KzkWft}8(@F1KrrBApRMh|O3~;=KnPk9v*FOK
zjwsNucQ)JFcP3U4(djeCe=2CKOOZjDYWx$V8f}&rTKwc=i$~)%YGg^>bgUhqr``8s
zm9}Z|#qrTc0P9zqu`F}U6z2KW??p$LfZKJ<O?^BPv*F%5ZOp#9mjua_+B$YSI2NMu
zXgcf%mN<)KT?z65R|q2RTIl+k@~Gk&Y;VFac8E1MC19g0T*^2f0R^v)cn1)<Upi}G
zsu(}m8(^j4gvyFo2;pUZI3XSUv3Tuc7@Ewl>{dwF*+JtqjobX-IQb@#I+}Y>_qx_o
z>FXq~-`f71-zkrKuJOM3wDCUBH!9&6mh}3$J^%oiZvxE6Z5HGMuop3=Vz%AjPy#Ir
zkA*bJ+D0RvsW0r@GRAm~ku*HF-a#Z$adVnurv#%zCZx+r0T1iyTJ0r$Az}?}-LpB(
zbB7Dc^8sEMf^-izzv0ifEO|P1CmaWu)!)`JsrS3BJ+(MK7FGVOePsV0P~|6f6Vjs}
zgNCOL`m@CS?pWY#`!@EnSeLHn*}V+R1`|1MMXiD%4@x~R_jvZiv)Ke9lKjRX(XYF?
zq`l0Tgej}1DT@IHucTp<^Drp+n0eK(V8ngj=1a+YOC8p))o*^x*H=DYpp|0(Mt-&V
zIesjVd9*E#{*3}*6DOZkyn{w5JS&*##81U|)<1hjwi$KMEtcodMU&{qe^WfPHr|$*
z1h>qc677r@6`_Pt3N~ix23!2pcUsQCwIFYX&j+mN%&5X;Gc<&CdNyT9NzcR`8JxPE
z&zEXims*#xupVX1{&*5@oIC4VOVP*wEaQM5{LTMe^8y+<l`IBTH^6(jIU;K9DecHN
zURhZ%Xj^OmZ+H8~&WMU=m1YR4{xoz>Q$)J78Nhf$)JR|5r(?O=>}5)SH$N*}(9AA!
z@arA1{8(UOVsR8oB$&t2@D8IlFvzRYLigm{PPk^MV(7Kmg(nW?$&opP!6>Y9YTi5#
zx+mbu!lxPUuf$Wg82roGnO0+;lK$HB&;Lic_<t!GGLkDBXkG7rv^~jBt@HRf9zjzJ
zoOiuc!Z{ZDM+5D5|6IW!$8Ygd=B3}K>f?@71-`X?)=&|$XGB&*fyL#q&y2^*v|lO6
zw?yDKA4242nh+_da3+}~c>cIj8~OX|W#|yU7!J!hB#VnvAX$@A2&8WXHmd^F0l@am
zCqLTK`cz<%f5NSWAZ`T;OfqHpWqar2!^k8`M=tTtx$oej4$<<g#z)tv+zU@sgyY`H
zPMRYJhvs^E6v!oG({+0<3RP1)Fr1>*7tk=%U^BOAml+N~m4%{UFijr13a16z?k)bN
zjPF1~N`6Y)AJV>VNB!j$a&l0vau`f8Vn78vn8v1F1FlTrZ7fP=O$T5F>u4hp0-*xI
z;{wQ9BgBu&ivHtc=;NyD(zdW!3VRr6#oM|RLf-QWqFBO7I^8pEdpi4FE`uBdy=*12
zUAJftkS3lUL3Tt}WJOUGKZ;o=RTF^)h9O!mK&l2(vxktE_lv*#=B(ixmxmaP#kvA<
zDODm{0=oscqdyd#PaWU5M(YXzsc4uzMmRAVVTMU1-WI5&4<Bpt>1E<kT|wk9LN<u5
zAyranCenrrErq$2r2zWN%2K-xR=2Et{Sr;>`BS?5zNU_SwbZjrPcb*N`Kbn+hYDCV
zl{={*k;O4H2rQg(H8+(mN35*W?!<xH%lHRJz8Dm{o+bogZkB<>w$|`z2bRzUharD;
zXZ@W8@>LMVjTQ`mfjTogKSNk8qDM#Ew9^p=$=uO(pv8%ZFDFMjJfis+thaMSjynpA
zoyRoT^g~~_o!<p-HEk;BRAeTVOsUK7WZ6ulurw(<&xPI9lU1Dj<U&@1A-J0|p<Dg@
zfW<BtGk);<(V?MZN^DuODzwi)SCfX@>-XXOQ%4h9-sr3R&97^Gp|lJ8XxAE<X)VwQ
zZIgMoj9-ZVe{o<KgAHz?(IrM9<-hVYBKy3;lV05CF%tb*`c}`$rnvCu;ZGNi@CEaf
znOe@Udvl9Bwl0mg<Cp3zZHxI?B(_`U!K%>mKdEqK#`<W$VoS|>?clmHbHoCQ0=)Ln
ze%m{`^-oHqbrgNR95IGD$NbsZ{{NQ_PEJI#`$D-QJB*6esXsrqfKwBCpb-Ah*4j<m
zH?{CSA&KAi*Zn_Dg;Yo|Hjip_ev;oX{279N$xXFT*2|ij2p1Fb#}PoKfhYl$bIR{X
zjR5DO9k6T#bv~I4aw$IpeM|k|CpA&qf!`2#79P}4jwrQ2jzbVdwmdo#eA)%Raq3}*
z<Q?Kj%pwk$%)C`g7H{4o)LMDwMlWrKfA%iomVsfEhgCJTYS?gEmJ5v~qJ0DzJC~$N
z;4>S)y?adDE!7`Wv)V~BP`zaukfV5$#L$`Ppo0n}z~g|fkjpUp8Cpx*!%%C3^0Qn%
zujeMczJ@4&o50pjQiN%#cTK#3a-(*5IX!fm#@#%o1y`ah*dexfr7#Fix^jASr8wS6
zh@is6_as8oQ#<DG(FANsJCApYtD^8?%#QoAVwmz2ccaF+hzBDkurk3)Dl-aRQEp!X
znx5U~=(ab+oKvB&w+92jy((uI%ssL|(6p|`IV(JwXG+{s1({^J>&WQjM8Kc5xanbS
z(scc90;XsnfLS~;waWJTaSx_wc7P3BunllluvUXleH3#1$LfN_`ga5%0N9(|Ug4w3
zALHsDJzpb!yya#JwF25e#&z09&&%Z<mXw%YqIZ_mWhor;h(f5=o3X1P!A*+)D}w*O
zqWJ%Rj*_cU-F=7DT9`+4JrebJ=3_${O>!7No7YQAqH+r}tYRz8rh-URJh~{n&dJz0
z0X=hE)SowFu##TG@$Y-7H+z)G%ornBaK85vk1G&Ik~H5e<DVmgCgAAC->G}KzpzDy
zHY1w5QrjTy!j4)r$R?Nn{UfaNKLE9`P<`WI_kP^Fe?R`uo~`|tTL5Ji?T7ANdg}iG
zspmI2=bTp}P12o@?swbv{{c*DDuFoJvGim-Up15#PkpjWIiJKG9|nd26n=P)b@kJ&
z3AKUsx_$ZVBA-2Mxx1Op4{2gR`fc?eS{Bl3bAmCy<Cpxe2l0O&gH5jM9s7GJuw}XD
zPI!Y{_|alIMdzpM13Qae2soG*TMJw4bu$D*PX45V{^tt^0;Y*8ax914MSw{y(0&ZF
zeTE#}17=Zd-7{UHVOK|*n3AWBtsEt8_u%v|Q-HXg;7J$PoGZwkLxE8$QKV5zIH<Rv
z-cLSd7V{vf*_!8zuw#CGi&dd<Gr3}~dGuWKa6N*^KRY4wFwo*3zbm&p6|$I6OACVo
z28)Si3I@=K^U-|!)qM^FU_(n}&aobmstv)|UH|4nX**=Gf%=h6FGm{?iCt6pypK&2
zhStH=a4@PE11%~M*o1PQQESDRyC*?FlWEYrMx6?TJzSdnEMrd}qU5vt44YQeZeNhY
zj=uvQo*~$ml+lnHUIX2uO5@-V;Q-+TllkyV%0ro=U5D4#9|pZ>V|2|uF+IXDQ*gj;
z&vch2)cVRmrCn(rz>|;O%>3;UR^Gpl7i$(25{!KUVnrx>lS3yU<tbWPO!gdU0&>Mr
zxf0Ibd+9%Mxag2C*x~0Xayv)=u3_PvjRk1}25_pxuE`u>tEON<me-%59OjBU6>o!k
z__5Jm@~ZqTLTzqe-E`|5^~!Px#-y&t9J>g=pAz1XkK2crMN;XiS&HgaI_>h^o>qXv
zdJZGgp2oPr&bKR4Fd{c@1paZ=m0|6nVX#iQg@PDl@-uU$e0kK*WF9xL*Ra|!qpHQ<
zlW}~V(TeB+R;R;Rfk3)rLo^_v;=u>E^KOtF`+&Z7l8%RWZ~G4e(n=Suc3wT1-E8we
zAQx=?^CE^(-f};W`T&uqETm518IgOdViScXxUbXnsmnj_{)1pD?O8vmf3=+@c`A+V
z(u(QC!rLF?7~I#>=M#~U$3DyzaM>URhN#vWm*M{pKJ0(rwf~RbaoJ>kzYW4C=6Nf1
z-kkY(JbD`n7Cgk(FHV$r_Vb=hgc%}4>$!_9PXQ819J^mkM9Nc8xQ*`Nd(k*LHm5rQ
zV#9*pd;KxfCaPo8SlGnYVLEfdGD!d0y}IAYfUZ3_pLSn+^uJy(Gb_spLMmgftVSJ9
zjpD}@N7Imf_!<zv9HXph`S34KbR>$AzBNdcd91kq2m}*g-Ki>J;WgJu=4Z$Ab#Q5-
z@UrFu-CBA_&<W_mIqM!^4ojB}3<q&qFts-$(GU>W4i1~COG--PD#ir7bX5>c^}aJQ
z>3Y9To&qqvkpSYeBvbgHbKxrP0{*_JyWKqA(32<aQ;I~h&DXC@r(8zGqs>qR2RXv&
zj6fi`Bm*A0yOJa!^ESyKirzE&(e|b_Zjb6NEE||=$IC)oR9q~Fnfcw}hj=xMi|Qp@
zp~jNkf<1?=uHUMpMx}x7ix{b*MK~s1s{nzB-`e_byLn|bMbbto1Fj0+@)05IXISE$
z6=X$81DykXo3AtJud~hmrXrxn{6y?!2X%B;yVyi7dp<So)$gb-FhlGAu?=v_5x}+4
zsZA7dKVr3E3DoXFKKal|C+5!^QEX6>aTUF0)zfFxAP0T3lGLZh(wN+PH?3#i0M-WK
zapq~U19)(fnyX00iqkuTKc@P8BtuB=wvD5cU#FnrN$gA5@KUo*osbviCC3cI*EQxR
zwX4xpcdc)i9}Y%6Mg{3kZ(+xW&rNXnHO!$*Akw4pChC^6X3Rq0wTlLr903Qw1FN77
zpv0}3@S>REgwt`3s&Xn5glbS$@sg#VuBu=x9v;u5rE}0J<~;LJXMkmY&D#*v^MY_{
z(=0fiow-{*BcJbi_8H*+Hzv$g3a&A>-1ZmDt$K|a<9h^)hNhF3IMa_R+qk^XEeP}9
z8v?&#*y^&0kV6(kY~6)Fr{sd!AG3~*8Yu|y^wiTvCZeufKMhDsXnKmA^(a(5r;7ZL
z*2s@jwEwP|P@~QDKLEv;XYN|pJN9wLN+~e2uKy5=CaX>rc+$pc!KY9ExjnyyLaC<Y
zZ;w{$%&?CX{@+-t7M|DkJ2*P*Ol6knG*fbC?_wW77i7;OAT4hH0nlsD`TqbJ@rG09
zpgfx00%>KRX&?Oggf7`T|J2dt&6H#-i`U7Tg=9`)VxVR7li{Di)(j+;4b<=W+Tciy
zy!3?tCxfE$U9QnAh}pbxKbP~J4s~~!muxz|Yq`Zk?7Da0y97&{wug>*1k*-;Pa1wM
zx<vSuaT-O_OA^KB?e>8Fyvh!bZ>5NFYMjOL4$7xEF9uRqLOTxmx~}4tlfSZb@#}A$
zUnf+t!TnX0%i&l!&-Q`@WN+`41S1AIiT~cvhG0G@H{E$B><-NL2{(!uV=MCswl;Pz
zS+6}WrORl5Nhonm5`fz=HIiDhUBzECv{j2Pkj~9d6eh=P9<pa~g*U5#tzx1HbqWp4
z#olFLqjn)ova-DMjSlm&-+s|LP7S@E<S%oDEQ`<0X{{9tRAA>T6F_vL%awJ%!=NH=
zxM$wkALarX8H}zo_fp$TPZ{xuWS_OV*5g=~HX6Y)t~E!4@n!?QRVzMgj||3`z}-kt
z9Gh9h<xuPGl2+-vtfZF8jnZKDpI04ew3*OZieZOxq+%j9!$7HWGH_%mTd`#2c0+wk
zmw2IpXQAp6SiTH_tWuT1P^W!8V7L73%aE1swkH9+-rz54w;E=(LqNbKBN>G+GA@gq
zDk98Coh=r>?S|qB{o;xLg>NjgYZwiw8Z@+yG(?=e1rYEkWJeu)UQk8`UJ#=OoBFDr
z&!6=o%w%ZZ@G{x<INkghYN_|BG&w6X-dmBproE2CjZSt0U^)TF>&iHF_?q*}Rv{W8
z79{EM9j^@6*QISP^l~XSH;R$Pls4+HY-%u3b(R<bX}<tfss&C{BE`&aDQ+G^(A?at
zcJaF`Zd|LwC^G_eodVz$o`w88HhcK9#1D@Uor*WW(1ZkwVkim$)H5cJW<d{hm3az{
z%RDu?2ofQu1D{0WGwo;mAnJ^7+DP`AgtO8?i$Ik)fI3_;az+@<W-x*}(Jzvuvl`Eu
z`^n7Nn$hHcThRV}xc2=Rq=w#hP5<0j%mLtaL)<Q2IuJDKb36*F8HwSr_6DT0kH>9q
z{}~NW0aCr!^aT#Cw1<+`ul!s1T5$31)kT6(7~DcXfincIn=L`sS9h(WmS3)hJwyCw
zI5|UzBSR-Td1oS%m6J(s2HwjOYW{6fbe0+eUgtZ97!6e&y=IL=!<wVUGUczqvA1B3
zKctmPEQ>r-7A?<uOC$Pqs2waEyBSCv{{xtRU`@d~Qg%tYNo}9Pr2V!fmK{*AtiykI
zJBON?hnK8~@i3luWUW84Sl*&Uao0B9hi*|q*d_sLIRa)camvcbe8a<&RwBoSP~L%*
zCn8j3I6k@jYKmkwnD&RIy4)IfOWM@xNx;{V``Q4KUv-B8QNNp+XWEZz`h(SGwco%L
zZJ;ih_HMdmnxlGe1>1$sPW#?`NdgMCHav9@)xI2mnLJF^<~S5{B}@>mw|y5cMK8;t
zZL6+1UT_B*!`V|yZ^dAjaf4c@1w$B>8tv``ah{t<5|)o@G0V3@jN4;jr5SF??5gQR
zjOD&S=!oB$v6GAX^WHiF@N+MEHP{IP1ygcpDjs#8_%LJk@^%hgxVN2*9sD99_*M0c
zuu)`bhmlrw89i_Tu=gt&_3CcZk&CBdOV*w%8oe!2lfAs!>Ch&>;qGe&yO&o$>};wk
zAxUBC1RfC+T&((r@WMhFeFNg80-K{;mK*c_JL2{f0c$qu0vUMcC*slEFdPHzvN;JW
zaTAz8{~RNxPE!QiqUzuG9}T-}3U~MDciR4-I}NviM^r0-_{C9DJuHI_aY%L5Z&_Ab
zC7VFOi^+FWItx15TnTp^OHjBDS3kMT+TbtKo|c(}R;vDzlFXQdl9EqTUM6pf$KiQi
zsX4eiNq}}nvBVF0E_(#;1$36jg%gV5F%36=8d(2<u+s#=RV#75QC-gE_UvWFg(lo@
zqVeVAG^63x1q5^%1j@}(^%h*%77y%sqanlZ)k}_fXYikWY+1G+65YhS?7Hp!Hq3bh
z0bBUn;k=1f5CoYW=o^oWj^pcEp@SShI9UDzykSy-k62fj!oweU5W3tz>~i1_Zs06J
z9|lZ9qOilzg>6_M0PaM|7ox0;zR(HhH&xHyn|7qexv3y-_lTVYvh1Vm64(U%rew|C
z$HqIQUXmJPPMOFu^(Bu5aW^fzTjp=H?P5fDvI2}$XxFn%;D7BG5=VNB5xga}A5r|o
zyVt*t@nO+izHUziNh;Y_EvC3DO;>uOJG&C@cYz&(VsXpjN23bV+Ed0~qr9=*7!S+a
zI)U`n&&kEQP5d`X^V>aYSV}68_7{d?FtvtpIl;75lP$e)JRTG<|BMJ<bsRVJD}4)%
z0XJtuy!c$oN*3noAE6M4S_n>X0;KTy6`C8Qo}WeWAg_`o0Plptbeh4P!(b3SE}Tc~
z?q2@G5%-xC13MhbFOqP0^{)Cmr`>#Q7u3)?)X)K7TomBW)Z_ibKzCe`@XM-5%fq*B
z2Ffb87<F)MsgkuwV+B%e_O*9<FoLj2lM!zcQPfey@qT)-3<jr^eS?5S$!9od((b~N
z<PskX)E^~ecwR*BNg3Sxf)h;FN&FtGXb3TafB&&K#7-h(yL{7S`p<Q^Qq++G@lHU=
z+K7p<j3+&9nC>5SJ-B8BqE|&^^mb`HwIMo6r#X0l6Dk)Oql`CoMZx&_3n6uWa71uK
zeY8Aa@B7|byP_HdrWfilfo#X<#kr>c@J7h70E882+$F7V@gt8#lwDst^cThN`SUIc
z?`OC)x}n<bls2<qk7S!1t;J>4N|c0l2AW<QA<=HN%!yH$``7E~TMI?S2H}ocVPzi`
zqJ6L0vpln*r^EvVLl63K9)+MDp~Zaq80@z1Uh5<sso-Iw4vhaWdLA?Idu4vU30z-J
zcbl2dHi7+Fmia2aqifG_FXK-fAGQX&mPG7r33~xip#dr!bBWjG@k8D(oTq4aFgM)~
zW8QbXmhknzcJ_6jok*3Pd9-)Ee-cv?Eh`>B$qn#*3W7VogvEfxTHpV;?^gSiOlJ+r
z?*S3qF0b2Ib{t#(8S{|z`}eX2QtlOCG!og3GKXlL>nD$Vb!=JZAF<IY!?JyvTy>sG
z4KKpb>8G(+X}`y~_lzIZU62aYYw}*Xt&+#eGjTI~;7Bg30PDiJ;Seh>wG?r~7`^a#
zDtrt4i_Wxq{$mE)Z`0Nn#2FscqiMV}rKy4_^02vlzEkT`b__#^1+GPsI}xp~-LSK)
z%l=2n*1JBt(#gJKke=3rab`IuC3zF#c_;x+lt&pZ<B7c8DHjQSu}nj8MSUZzD!}GB
zE&*VSR2`4yI{a$!`xZmE4|gZQ-!FN`M8<Y>uccn_`jwa&B4t3IT`lmk?hd@WOk^2f
zbu2p0ZjY`S4;lXcNDJRa;zJ3NqsC;^<bzLhqNaFukmML>aH4St-R!xwVJbHNw8-UM
zWRvfNKew^uyP2|?A-*JAmT_CgJ^cEYDa&O)OZBo$XS?WF-D5*=-I!;^C|2^`Fh*dW
zR|>w@$eS(ctfwR(<`E+^G5nQAemy?f3m&U~vz~Kn_UO4xV8yyW5yh68CHQ1fjZ>7f
z-L3o<`|#P!vZ=&R>c~+J9>j*j!fNwV$HxF})eN_oRW3~Et&jd;%f;~i6y|%6#(4VE
zmN5FShT`YZ{Owd8S32dv90YnBl$~Tik;9^>sR(PspD%m6RN{zFT?79E@I0kLisS5E
zgRy0U1)^JxM~v|jTt^)U6$rFLZIV#I_~SbcxLvo7f+zm%G4qfbhxz6diLWC(B-gFd
zieefx+baDPsi<$7%F6Bq5|JX3re~J5HVCzAQ1bEa{;Q(;IxK=n$DB_IKq#g{cxhUo
zw}}RQw5LN7*AH{-L(1BB`pLK!1AoY?LaJ-}uZ~;4ziL7lyFG2XE*i=c9njFph=l|A
zu#m4=w|+@{i|kvy_Q4c;{QBv5j1@h}gTqz4gI}%}cirE81mZWX7$tNpS#mcKOleVy
zDS1n3h#DYe3ZO62DTU-kx$-fA`C<YkM4p5%pD(Iua;)~nE~YI^1u%T)vW6wUR)JCy
zBgfQT_Ks3BVpJmBGGcX_1r%mv+2E?ACe3cY3|bCfjV-N+_MODh%22|SYSenAzCogK
zFJEpfieX@Q<P>SoZ*%6nJlA9U46xr4#J)-?s-VPB?YEg?4@aTu386S#idzeoGm<3V
z(^1*)$i8TCyl@~-=5YmK<?1x4Wfp^HMty@3J?yuLo?ZIqO%j*F)Ak?Yy}3Vh4DoF^
z1%8gafFwtw6A7Ny#1Gc_n5rG&1&0ornA3vL>@e^<$YaMoHduvS)g_>Fk<G~|CWY@$
zjy8QLS#6{>KW`P_RU;`6XwEM6bvm!38={?b>J(k4kUpA7+_y!y>}kABTmpSaA&J9H
zCKZ2;u);ZLdQ_zYMT-W~3Z5G)7)O+pDo^kr<Pdd^M@R(BT1AuDP@wC+M+JkC+wL^a
zrrDkCCu>JbwdW#o_vWYeK0Cx|qy}m@_cj#6EOj&qpiHpPyNG@MgzR_C?9Kev@Ku=*
z0)G@YP;lGP&d;9UF|JGMwH^V#W0h1oxsAe(-Y5<@37JjDxR}3flT_~V|Iyka$am*Z
zT{yLr{p0v3HF&=RdzPG7+cFw}#pA;3xgqjX_=D(Nt?JjlpOJxsKR~ZB0iMw~lhFun
zMiSVAQSb9^TYgAZKF0g#6(f~)5pQRx&n-j4Ki1^i7@6>rBUtAczE#^dYtechZ|}}!
zDM~;1qxo-*IwxSNwS}$aib0gNx~K;6^tc?GhQRlv%#Neh%s6Qh)w8W5T^_5YMqs;#
z$4|mE&2k1wSB+)p&9}h|=yf_?6QL<--<;czjXN4*m$?T+F_|KWwn3b^XfB6l<I<SU
zQu47LRULYrfskXF;`<iX`R-Soq^cq?mB?mewQE^_qT2A=s~or4w!lOUvWNi-NE5kt
z#Y?9mZf@sylEp>M7833a!qke|mGEx@ZL97F8%yd%<)K)S)t<1X@}@73J^NA{XTh@X
zi`eQPK=YeOY8fy(-e3Svs_Wc^)yOac@f%k=l!}5jnkq5^%5g$7(j#w==l3QU`ra=R
z-Q4>*-mvxSdlUbya#{K||2OTYs(eP5Zl8}AMd-yoY2YppG^bivloDx9rxY<8rXpw;
z<8ri<ubKm?DY4gyUSF}Tn{r+o{x|(^yiH@dw7%wbPupWi+n~}KUz{ywna;G|>!8s?
z&Vzkcg+R(^^DEe4Jr^$(s;J-P0r}El)SfalNs9f?kAuk8wdk8l$W5Xx-buEn?d;O8
zARDO?PD_i50EbADKc(8JCt*Hq$GksICR{=ean`UVBfVt0i{q~ur+a;;tQe(Mx~>C1
zNJPhRIpT`r@_Vr7Uw>X>kV#UiDSSXKo2SqXr8aHMxm19wkSZ@eh&NvDc-?&@k0Wbj
zd|~tOrDbyB>}pwJxfD~iiPbz+ptg%gneor<Q<!T^wj?_!_@u~;3+v=B9Z=jok;-P;
zFYKd6f`NXny!-T$SC#NwpM^BI(5*#&QQjC!IQ<paMcf}m6jIU;z_@6Yn>z25Dk6fS
zl}W5sO=TOLzTgttJix2oqD*EaqX|<ixyD#t@YNcVM|8Rj{H;EX$lAo&YTsf!%EHt{
z;8@|YaM^_tc|SQc`+~niMA6lEjDy+Ye$D6m{rg9ie<RHd4$_Ty3@(AR8a%eoToP!c
zm!$z}r!?FGK8+FOB^rva!iwS3#TTUHuBNn<w&BW2U2rwymBJK3^ac%gHG4^LA6h0?
zJo!c3DWgoE-MGDB4ppPmpG5eMTc*HXoSoh2$Aiy>4Vi|Pf?$&@0H#xKhT4TIa~P`N
z6r0O)u=WG-LF;#Ve{1rrcmC%7oAarqblH2=5r}a!n(^cu5vEN*HAnYO3@*J{Ldi}L
zLzv3{DI{JQO~U;%gR(@FS-}Vj;VBPFcZ8p`SNok46&^Jx9!Uk~PuC_Q^UyB!Qnk+a
z7^-8j2`r?eMsg{_XZ3jsgI%EyGw0a>5;x|}zwcfxY#ff2<2wB<@ANI)3XC+FX1Ng$
zU-WK67;|cVP;DKn>iO8M9b{Z6i>I70js%X6w)uVDZ#{V08dm>2c*;<Gy!TqZ@fi;@
zjOszU)^H$7YYxj|{NaJ&Idd75>DPkr!p~gZB%yofkJ9wn0}-Dc<$DE>cW*%yZh+az
zwQl{W;TR<9WbM^gUwmd&3jfIT81kuUbVtPh<mJr}Z?9PLIKOtij_Cuo5PQw`{kiL<
zhAGb_nri8{yU8x*zQgz<o=7r|o{>v<df)PW6lF%ejr<VUomb*f;d@O4+<|6^SxFhd
z=NeXq0S%wBeBXQoy9_cnWu(xDzXZO`7$Z!de<nwVxkFrGsB`Wp55%>mc{M-&_a%tQ
zfr%YQKD%6*6e^A#OqaGO*^;2c_k<Y&rPeKJmVMM2B^(YH)gobnX>r#Z1u|CF#b$p(
zq(IUlG-0U#jdPm<4((DoRIwOxhuXWOGwB>DXUpifh1Wv$<z>RDzmI3d9NbK_S^EpD
z+@6q0CGRmm6-(#KG7ShYEF!`z;@0LCnuDJaW8t=o3o*_BGutsH^^|dyJ!{bk9VH#y
zey0_`Ma}qG5<Xpc4|+8sE-0?(mUpYuAl&2-+WoA?TRaWCl9l^$B6bZdx5qF;Cmjj4
zBrSNHTl;~nqw&Hicrs;5ex%I%i30${3Zy-Th(?lU3ou#8*XfNQkjZOsq{K0lF_Mu3
z407^45E0pRj;!5pGB{b4ef2famHt(b8}0Q%%aN^mo|KL6EUUVKnT?uZ2}kf=p|ax<
zx;u+H6d(Ej1Cz+ye5l2S|HX~__vvtSo!*pjT~l(cT^7rJ;a>KcuB5fDFuJzE35iOv
zmK&DUtI_hHVZ=OSY~J?BWzG{Yv|gBnzbnQZ^vI`~7Jb1b(UN+y&^Sc9P^BU?#k(W+
zY2S`{g)&qJ?cS)cBY?*|f^X1V!UGIhdBEEx#&xF>CQ-<K%HNre)DJoZP`P>VxS?KX
z-LN(JTWeFN0tnM0O}xZuOD37=r{2!9i5&}OA<4o203VxGFX_=8kS7L|zn34pDeX(F
z0f=%l)l`6p=h%3xPb|5T$NF<32mfn|x-T&nR3js-6&9L3R(b|e06{=Th%9rDw_9rC
zpkY07$}r7HRzo|3K$hLt;f0){ncog@YISr{Kc3N6R!Y+Ed*Z8(<Amr>WDM^`b#D`t
zK^x7|5fz?<b8uw%n9hj(vvD1$@a{UEUps~%--{!NF1-S`18z>}cRhVE55(K^yQWJD
z!OeB2hbx7`XUvR8M%h-AMHQuNEu~r9vEtKm(1Q}oEdmms!T;5>g0T@53Qpt+BC&XW
z8OqGKHi&LgDMaAAJDYT;33vLP0s);Q_q4APgn6g7exU1;z#`5(2CIpafMjnk!2Or)
zR=tSEH0Es;=ZoD3yy#Fazrd`gO#FK6<SUl%dn>UB3qU)Kmo#8os~brHkWS>D>}HQ(
z(VX517H*qc-`MbHG*cT)UHcCJ_(${Vj#-ubhAy&Afsk}){VDc|F(#N^`Hr@mmH4TU
zX~TY6q*C%%-;llm&P2|czNbXX*H67v0QLAiv3rj{zpX`f2%68EtNKrA2y6o+&)(3!
zS1VeKC6~&h6}m+WN<}FTAJ6|Xk7MC_w<J!zPaMP~qPTYSOLw!0NfYxtHm|H-`W7bq
z@C9mRCnQbA@GRQZ@^8tUWBs%n7w_+RYiJIdUX6yk?UwDrtm7t~Ui1KbQn3P9Y_hpu
z_j6KKq$!RP2!NX&Lb3MF3REK<+1nsIB8;(``OnFFhfLqjFR%NIe~HkYQ#lRA&LG9e
z(Nt{$D8C41tTrF+09M~WAJ=12QdjOf1TY2X>CKk3zzGqlW84aBQvsPm*VMW~q_%4C
z$7NCcXFu4L36zP)@piF|DA@2&fy-7aif+a`NtcI-9>FQ9lGm6j9frLzrobw_0_cf-
zG9*UBcNT^SuL2?j$NdKyVuK?^%nXHO*8{pWIL{piLW$PZ!~FibhoR}0jPrBF^3h|O
zjp1MTIX|9)eG!#LT|}=5D=0A~41k0PD#0-gi(<@D>}X%>edQLXaP&-)eT`p#HKhLI
z`%$JucIHv`;`Ak5Dd+@pZ%ho^07<CD70PosYQnU-C{O6L6Ro|Y`tej%6%lk4J@6tA
z0ZSO)Eutgw42Z0iQd_WN5iXd_e1CO?wk-+ddKAi!IKCAwTmVFf(_oX!^5BchsZ}}o
z(kjdp7yah2XZ`z=T>RPkvAK`;8kMtvPI=*af<B>(5N8^~Tw>J-Yht)QKkmCd6^2g6
z%$%|(ES)Os+jqkmy^X6(F-M<Lvy@fJT}&CP3Dtg}b4935@Y5VBe&i*P%Z_<9u15w-
z*p`J!wMPY0h8>iOH#${(B#RTpcquIX{QqWx{6G01=<m!UfK+~c3(A6vr*0`DS=r0B
zcV2VH#ofHY3xkjbflg76FY|w8ZGSu*(#*3rXyzW^_J)YB@a=CGkd%ccF?sC)Xwj3D
z>M--dWy1vZ95GqS;Iy9K7UOs7bVkWPM!3uG^C+t**4h69WETHB&ASYLNU4){Y2m$4
zpZr&<;3*~OZ;AE+G*xzAXj_^hzn=80n~20m2%-mc7Tq@~-v1y@jv*hj=p}#rcz^%l
zKY;z(Ww)T;+sE!!=>*}t>*d3~u_C))pZ0-$NOta=+vAZ%q5ut1Gsc9jTu7TI8Uw*;
z3y`ig&X4)6fVmoxm#5-CuFUK8@s$w+y0Swr6tGi=jnD@WfGz=!yCgt18u|<s2R-?^
zH}guoKR2S;-X5<mAi3qgR{d)J<9fb(eu%WjZm~y%FfBni>m`t2D0XbU_SyxZd<0K>
z<(xH4o9k8kXlhMSd!5%}G>0(Wn#YmX{&knmIM!ifZb+i!HajGTV>Hu$V5P!ox3UL2
z9|rK*1Lb&NVqZt%%ST%*xhbcli-4;k>13L%drr@z-F8(o|03Hf+d##Hnm9(HB&{a0
z5r5}>895u!H#U~IQ@a%kNWftjI_#o=fI8#zQX4Nd0?_)39ukqCG7d)&5UazL-JVNG
zhHttkATxjf-xNDW2hdn%Gto1Usw#?xDOS}l6r=O)4C|5u>-7YWl7z6qgZ>eHRAbv<
zD1L*4J=876UM5Kf{!`cjapPCTBFN_-Y;YMFE#$svt)JSP3#Z_a59%tnhox*4s#?lo
z!;3kr=V8(H5K!`#D*E;Lzu6oZfFsH61&!y7p=`4{Q$?8>e`a-A9fG29vLzZKV$j|m
z+25=Z(s+Z1^#&#>a>+bZ!VaF;yBSD;E*CpFDyst@ZNy~fm()I9IBrdfEr7`(nt&<!
z;RW_wC=Q&Nd@shwts1A>i~CBUes2dF-oZO-gA{`Zl@~9x*|dv$vB`DHdGIX++4GxE
za<%&OBV9g;vaD^t^WIsO7_!*tQh^k(7uR4K|H%*2_(6#r2f`^=)AI=cq6TLmP-ErG
zUXG*biWm@qu2o98uxfe9&euh**if`R`G!Jsi)+Kzh__z9iGus`m}hrk(j@BFyC80C
zRa2*SgkHJ3CK}>t%_I{}#{EEH*#sBhvJ3scn-l-1JrVt(HO)jDR9-RUY%Qrpb$>qH
z5%cM#Hv6BaRXB8_^X}Kmx_)ZorO4In@$XP}^o4nwL+9Ig7jnFzT#2o&?Pp)xcjfc)
zboV%@R+$+wk9l%tkcTv2UEOn*760Y(@^tEhs~kd-p-P^DuS|HzOTxMCSM|Lk6=Q5t
zUrFYDt8!Ew_LcL8+dJA`D&t&R{W=ZbC~>kNxbVVp*9#q<t)8oZH%tgCwd@i!m1G9j
zBExOI0bsTR1_uZDUUyNb=b^NmZ38p?W1p|UdilkAXJOWn%8=Y9=vc;LxggauEKFm@
z150jws!UG~q4W}Z_WW|NfK9-rJqPF?Rj{H{KIjM*VU`|EXWQ}b?9b<3*QWfewBL?j
zw|X(S)NjbzNl(iIg71e|U_KvYJSVEE;R-V$ODbB^h(aVq0T)$1otU_MEiEcFj5QIb
zP*$#y)mrJP&=P2L5h|B#fyUbe8$Yu@E<aw5RbtI7%>TkHf7mY=4Nv0>_T7a#e}2|Z
z(W*qc6>Cw>UMdUNFVBN$l4keL=-3$BVG_8PLdLg@O&wBaXPF=XD(#UJ4(4A}sH#`0
z`F(>zvz!j4KwFIrp_}x=f-_KGO@l(qb9yRd)q>?~_$dB(j7LR*Ds-GO4U!Gm*kx?P
zjwCbgl4No?Db`)s9UXN0ch2o~PF#j*VH|-o(Gvec8=<mddcL5yH?<Ee0RY~d2Nj4c
zd`zxsK5nOBRu^Pd*XY=M4NT!8PpQ$*EMa2AREC1cm9@Kl)z1mhc#XC;4vt(PGDQG9
ziVTZfg5Yxk05a#DAI+BWSlkbc?mb@VX}Kg<*KRMYq6>)VFwVQbs^&@>?Yv3j{?gx+
zatL&7Cn6djsYb{lk!==DJCL&w7tD~B66Vf`qY1HozLD|)mm5yOLqn@2cH92|NT^DU
zwy6IIN#`3^@^iDlLUEaI<T{Bm9rzwHkh4u%a-Ee>Z`FPp*t9HTfeb2CE`&VlS;*!`
z3)QTVi|%G-bF;_Di)YjELA;{9oIFmOV^`koyWjHIcavSS1u0XJTTM}=<uFVI=a)KP
z`1LG>;aH+J5U~&%46f}&ogW#F@ZE9ML*^~3LLES(O&#;e8P1<Y<bjj#6RDEaKbZJ&
znPEqCJh!|z%tYay2;oa4ZDQFMIRAx{dh64PSBObf^l*vlP2kp{RbiR{S`V4BFh)wG
z5keUGNzOd;*~uR;p)(T!Ui+8aul%ZR0&O$P!K5JqE<DL8%J4Z^?07<D0N&W>)N@Di
z9(<9E&A!RMwwX~9v#uWwv9BgCes}SLdA8uKIEf*6ANkJ@U$Dq-u(%HxOKSD`R6U71
zs4Gz(>M3m}6|;k45eJ6oy>=Qz(S{V;Zmug1fAJaKhETk9QwH6Qu8eU8jA4MAaKA$K
z_kGlHFTdi0-`9scBPEXFa(ke4a8)k>G0qCfbIb?(?(f3Cb-mSOeIjz<V$s{HUs6hA
zZEh>Yk~C5}+n(lkwRKESBz^r^UTA-6Jo^x^a65QRwyDlJNZft!gh!bh-Mc%fE3h+L
z&UW|h>WvD5^52EN+Q1pMd&hh86-Ql_+vrBV3b7$ED(z!f1-*1Q*bOvMa^CIv-iMtS
zhU8-Lo}c1nI%hjIlr89Z|Lexvz>|4T+~oe3%ku-gNlFbv4%-*u7y;k2QLS5+7K0~Z
zCQ~8Hvu3enLzKbll_kl>u2>N@hWp?z@Qf0jerh~4x2ag{y?6#bAsoT-LqDidoun^R
z_nmTPGwIe(ZDDf={B2p7>U$fKSPCwIx4&c)3P3AOaaFRL>9}}2mkqe+;JRc##dm!1
z+eCAssdQ`k<)!-+E^Kh99I%-Kre#%}A%BKXY+Q12l8d|9LB|pimaUf|2)W>cRDi~1
zWKvlR@KYF*wE597+~{P4YBQ_Dd}!`QTs9f@=8Cv+`=UCvER!-`V-Bl)I2Tw}rfH?v
zs@_5_n?58#8JQ8*W~SqLT^l)n7lr-d3wP8ivuqu%Y{uA7Bw<VHsoKT0GC-L43x&v*
zdSzw36rqWl>Il+PPCkW0`DFYHzk%KWY@C`4mj^3U89?vXRZ7@fqNT}8{5amHB8F?C
ztdg%LcSV3mNl67y$RVSniLA#Ai>u0s;JTxo*jS^t7yAd#KUrh6FYF#8U2QF$E;qI#
zQ3pPLhBtWpHTJ2gO=Gh5Z6THv<TQ-@Z4rr;1`|9V_O4V#n_@#Z-5HIu=Sk@!;N~;q
z9Z(>M&A6c$Oz;He8NtW~60}QPFWt!Of-t@6UViAY4+_2lVBC0j*Y1)Mk+_$t1qQl~
zzQzs4m67}DDz=jGtu(j&KEEIsqq?2c@Gt57F%XXbt!t>7Sr&JT6>OPCOOV%L+wY@l
zZIuE}<Sz@_Sv#oWhq6AB;30VkPX%yxju*PK3qd*Ik?c{7RYgjmU%OL-&x%FsSDK^t
zyF+%j=Z{Fqx{T8HgZx<u<G=1*1(6G0-u{mlyMqz^^6U_jB5SRUnt8sR9wsv%&=gwk
zyl1hkfj@53z${2avw;5h3>Ky(t9qM7YUtamcFiIw^h(fItzPS88v{w?lzt_-zMYeb
z-}S+R0){j5QY?UL;6H#yz(%mV8^zi20HKP1z+_L}^O}j)%Dd}mLZ&~wl~ECBvmU%f
zr>)r&U%4c=E_kTXU^1NlM~W9$e<+c@@S|nI%mR6~BEs;sZ^NLOvNAE2SJbmcYW};6
z_#W0BtjS;cVsX(vp2j=jg}H7?o(9+~11j1el8^xBDp@<pCq)NY7G8=1W0cGFD<<BS
zK2Gb5@I*^~gD*ws^(c-qcT;~3Q4$9K(DCmoxe%puokq<Nb0Ll?_IM0R@<Xh`C>A*^
z`B}JXiGI54i`Ne0_yW4Z{&OMTm@w5wivdVF-C}){o0u`YsQ_5Y>TC!%aLlCOs^-Fa
zVedWD3nT3*tFwGx#l<6u#-Wm)%*D^<B&Od_B^h%uDW%oo#m7sMILj&7YP<;-g<VqR
zXGsUha!kk4V+6elP}2?B641RhSBv<GqAs>jc-;|JD+4c&g4+P0XZbnCc(Y0-eRso}
z`sEo>qa8h`_;7;G8-oVpx)*9^JpgQxCT6z8)wB^2H|8hHzF&cK^B)O@Gu}pzsvb75
zR@i57o*m?6$d?$T0}sz^FgQ71Oa^<$hAcAy%AInjy8KXk%zORkPp9<Y@X4%*tv|D@
zOb!{$9>oxNXR(~Q04s4ZlY*S_bv>AoBPPCj4N!)`2S}>VJdyEgMwdJ}rvDCtF4}7U
zLh_RYuc+gu{1M`iJn^i3>{H(XLZci0kdFQ&?a?WIJkpO`{ttk-sY^Jo{`!#~uKXg(
z?61PFY>V-vl(JhT5$D7_bw5Q*YVI-9okpXQ)QA$J<bsRY<Lg=dtN6c*UpK64`!Y|^
z;~R(V#)DvC+^rt6{d?)YcjECfE%1KBwJLuiQ?b!<x%4k(2lKQd!%v&;>~D$mV-21<
zJZ4R`Qqpr4bK8krT8U`6)KPS{ykt^cAe@Cp4yrUJ5tg;bPt#78L}#NDa}F~90&nh=
zEGPOfgU{lpcCYUSD*~VO@2aP^n%rXDzfT?GS7Y7}{@O-xb0v99S=MHaw|>@*_+hT=
z>7!u5$w9=;RKjLmkba*KWTX^i_N2?xkqMvFY{mn(THJ>RcamDFEGnt6MmJ-N#J=+L
z_m~$Jbx2d;D<EWIJq_?S_iCMb`%>a9nbNcA+t;54t$qvA(fjh3uC%zMR7~^OvAHgV
z2(x^bkEOk%UWdDKI0XKN*mf=rhV=fpz3mkND!b8`ZOywD#nQKnWPA3<$*Q>p{KLx4
zQROM6B7j931@kZzkkm>i>Ti4txsJm8Aoly!;pC9IfAoOS<+o1?rDq#Ld-{pwDqp}V
zr*MH%x2YX6>4;x>5*LX;)vC;<XcY5i2)FaAzrH8VmA2b=o2FJwP8i~pmp`hVABMCn
zbYYpzh(cLVFtmHOzHvQ(rQswVx%}Ze%=Cxd=IPASJKDHG8q6Ng?VQN?E>Snb<@OSb
z5l~}tJDckjo8P(5Y^~PjHGg`u{x=l4q}z3sd9CTUZo#vJwZXIaRb0JzygXAnmMB)m
zPmfY-f#j)gKW`{~gM_)${OCeww%2%RWERF2z6*rPFj{9^(Jw7RIPmxWJ^O1Z5TmTC
zE9yy;ov?*#&8Z0l0(FdYLf#ZWp-ihG@srf*ftMK@wUXkj8Zgb!!kS*9%=heENl0KJ
zp<jsXjlk-@Se1Qeto{!ay5(jp>@bg-lo3;12IxNgp4-iUQ!ZJ++z3O!V+jR%hNHs9
zxr;lw@U6!5cQHUMui)D8&RBoYP|GR_&lZ_9Vhj4#!seHiqk{O|JcikuXF^+Qs`Up4
zm(as*788quKiGxD4&azS`JwCZY|U>(#65d^%PLQxZoKhFOHjmgGy(xfCC%@ho^!wW
zo3WB;dQdSf!V@t5;BhH+Ff1P>UV(?{6!7m)1wlngI#?At#xDy`Ne{^uESArbpvF91
zW274=@wr`YnzHs6(vBM|p%%@aM}03ZwRwG1m6<}|4#Ct3ho~kI{|r|2&&i5ABPcK{
za2pCV3@uL5FOXf5IZ;TDZQJ`%e$(8Wk~{k~+0wo4lg_*=FCKEcd9DG>t$oDj3lpd~
z1_G%NnSpDXS={V$xH=O&%_uU+skBX<Pe4)VkWLAGL%nFn>zmJ@<|cZ*BE#iGW-LB5
za9f}N^r3wz`0%6460Lf*A@%Rxev88&e!mC%e-b+{V~<qKhZ<Qjnksis#dNtp-#T$<
zWf(dx*?L|A*6fJM%!q_HQxmu)y%0c+YMkwiq*C(0$&pM<jQD#Vlwi0Djx1|$4UZQC
zFH1o}O>e1}dkWaBt0DirR_eg|7Z8Pwgpz2{gn`hD5mgkqoN=&*X_n{O#d?-nT**A#
z(m*}y<zRD2wWZ<o%lZ21I)FSzQgc2J@z;SfcQok)>Iy<Y1)!`@w)lx%_Y;2V#g0cp
z<7n6t5q#zlM)d)z`Qg}!z&YYSfKnhDY3Rhz<b85|QyS{0ej|~f<EnvMSgkGkA7Jqx
zTlBojrn=B~$nIEa|860ySa-A+ZTamSldC&p?mI|(r=-Q2t&#lx?QNV?Q4gJv5Y>^K
zRti(!VL<cm1)uXOV6zDVrgH*d5-0ZzkSfyO^!nGc__b_F^z`#GeO|<JCxg9aAnl9b
zfmyNw!+6EB4z~dD_?#o%a<P=MH^SABI6uR^b2I+MuQ}002|WvewA8Y_bI00z8)nKb
zj4j0?(atap(o(Ikh9ct`!)`T(dXZm6C;N}GlF3EO(shBnUrgf6nmphE1&>050-Id{
zC);#+pmHB+sts)$9;=r0=$V6yY%$Lj>A07lqTBSi^`o^rrQsT=lqKpkLefLH5vS?S
z*Av`v4{)wD<R9_P#p(Hp=cx+rquSrpyL0NBfKxo2)D9_TG>QMqyU(stSen|mU7RsK
zpK5fT*rND8g)<SAqx$Xk|E?992y-Y1BvTZWRDJoo5;)fVOZSBACi+q8`)^W?p*!y-
z+vWd*vbPF~t83Rq8x1av1xaWeI=E|a_oi`o4{pI50s#Vnrg3+7mmonx@BqPrYY0wo
z`%ZuR-)F6}E>6|n7o%q1%vse{W6b%!&-;iM&OoC_Tf>ne(L?&TO4eNoeTqP_s=+Qs
z4@@*YL}g_N8FOLPtIgd?TR{eTS9&%cqtg+tuY_mNW5UAB+uYe}#e<x}%Rs%_zke`A
zdlru-AM<otDHRf3gEO%>299H0t*M=;WpZ$O3R}5;PY(G0Nmvc!ei_|_-4cV;Y<3%}
zQh0p1M3s$O4c@nWy=fXxH@9k*<s|xfAs~a#78~!Hb8EtK`mj#*fFhYuP20kR!oH)!
zb7);N?&}_kU<LHDk-P&A!I`UX76JK5X(=63PAYnYoa|di&FX1nEtRm!gfRuoGbJ34
z`0!N>5YfuI|G4lTu=8`}Rw5SxvM{(|Nv!qiuGPi__}kAB(w*YFJBQH?H7cRoN?QHY
z*QUzwvaR97VgsEF41JrvRUG}ioN=v^ah>uYu)QKNuxQHoEWGhk*P{(>PGf@8a+rIW
zaxCYAs*(MOGP2($wels!P_dg;$r8*haFkBWnCbaGz8Tv9Qmd#eDxPdeoUBY{C8MxO
z;k1HK)5DsG6i$0J&L@SArm)It70DiCHpE4JQ0Rj>8HW7v#SdQaz$xCQ7Pf$ouyvTc
zm~0@iDmWu;jz^MC*KIa|+6`jL^-j=7`v$=TY6nYsW@zOrNQy#)N)cOs1+wj~zdA_n
zf~4rr2DJ>8CDiHLxqit?SX^9=uL=M5BZQ#7lxAx{i(jyawsS9<XG5ay#kCN(uxUYv
zHQ!)|4hv+96en4m-f3qNsOMOwlEYz30_<>BnbG@DqHF|3q+xKv&l(g}>MyTi7*mg&
zcEQje^|nRL2>BBg_+#_u=HAw_qwS-Gu%`x#PzNrn_BOn&Aj0Dkfq{63cB3x*%HlqW
zDoZQ1BdZRmu#sFfeR2YKW#(H@iaM{&-IefT0=O=-(oxsD8UD-+62|wVzHsGgiBr5p
z`+eB@OKgV4T9D91&{nklJ+(O|Sg(Hz<z;+cLg9_&brfnlhvikenk{%vcI@RFp6c4+
zSRVt;fv2KH|J;e=F9i(^8m=no;Gyd3K6!D4*G0zq_#ex7Wu3JGX}cI3CVhl}dt_;X
zv875lCdnxYx&@_l5n^oUal$Kx3Fnbx7~fY=?;99gTke`|RWjaYe^AcgHHyB5Dmfbz
zcPeqXOQZWM_^s_u0Q9t#vkR4ui<31)MB-q9lB;aJYpJHEO@6jtIkaY;znt?l=`zvG
z^ZztW5<GGmR+!m(uV|;x`<c$tJ=v-v-8QHgjPxz)P$H<fF!D~!iOFECVfzIUpxKDS
z#4_%TAn8?L_hlH9#XE<wuE-#i*iSgux%~h3>PNi*(|tUnc*{wcmd#$gH_E9I4ubmv
z81a>-vFNK`iQWxQ=DiqnGAPaPoK{BhT2^vLd3@s-X*LLoZaSdO2$G<eQXZ_b{f;py
z$AK+qwKPxaLVJti`Rip2t)2adDZ{Vfu~^b_7i+;Z{MxEhrQ#eOK!X`1BlI5tPk{DM
zSgV9}($fuUzA`CPGANT5F`iDUla8A^6JlF3F>Dy%LsyN-qzJSkf#|$pqN43&!uvz$
z(t$|iXE@6bEMPp?x84nf!5OpylbPIi&XRa*3)R7Z@d}F+c6=<zN44e#x`$D!2KQ|q
z`w#UO&14$2*&m2Lpe&Dx;q|crNrlkuc71z^vqXb-(X>Tfb^$WFJWj@M`-qJDIqWQP
zvGx}<&DtV0%G!;8<+Ui9I^NVO^{`||tG{B;^#1f+W?~-k4*(lml@3gMPc*ZfTv|C;
z<%|Y}PNtJCCF-UcTKxkEXHUcU*iu9Uk~k3w32C|g#p-UXX_nBy%@=nruhxlDz^O46
zB3mXF&~46YclIMH>)@|{^S>Uws=&vHb?5hYUjL%CaMG8=6Ky;90n(&WX!nv*R>ot&
z1kY%*eLMaKn=LC2lhhYP@<ei}OOIO;LA{dUFg85=)7ga{T<YH<6kI1=$mbmvqzz&I
zs}1Ai%`$r?w|5g<Feo-;zoA;Xe&sFR<L1CBVvvV*IG~H;cT0#erYa}jBIFx<y<5{m
zb4;XU=lo@?>p4-{0^NO#%WbU?OCm%YB+~ZH?IoKw08)aeHH7HFc`I<(AinPM>uw3t
z(&)z6274^X@T|S}#2%dQb+{=gr63<k*g2DOCyIbaWXKMPt$M(=M4sc<3<;ZIcJ>fC
z4$}#=5dd)Ds)Av)ejljsY(Y`~Sed?<WXQn=pf;3OdNo@<US)b2<e1Lk2}~JN>qL;I
z*d^8%x!q{!QczGzw<d)_P6DE=%RW!7<E4le%4YDDsxaj>8NsorglXdfU*{52Oy9-a
zc|%qtzO1|DF{X@WvF>JZc>a9Kh=Gvxi~?F(o~*(eULag&<Mq%hNCq>DS$X8;3M@_x
z@|j{7DYW!b(E`*Jh#``@q<oHcZ#v188W85^<uru@w>lhpf!!(`s>VEB7apN>GtYMC
z#zF}Xgb}H3SzhtC1FV1eg1-UbrZ&v#TEKa4du=vIo*e>3Fpy%fqQ8NSZR*BWJ=KKC
zd%Z^)W#tBi?jvYV$qGvd9aYgZFtrk^5nc=@$H6fn%9loW!lM5+R2UZFfv$s`5h69b
z1em>3>LQ2eviJs)g0aFKx+CoDuX-q2)-{D~*dx2H>;Q*j-|`*kJKv#*b=(g2iH2zX
zXRd<QcEPesv=I1vmHwjQ4;WfJJDMT%1}%jJ<OvvW906pB#`(a&z?CVG&`0LJSIQP7
zp2~~HA?8^MH}}lB2}Y$>x)-)=5fGhn&B`|r)Q<-EOOdcwazuIuI1~&tR*jAjZCOQT
zlRgvONliy_a{JV4>3S<^!b-nr(_nZk;#S>eZqG=bzo7b0qfG%_o(vy34g6dB^7rTH
z;*e>LL3`9v6{yWDjO;dcphDwi7*HB@M+`q$*H+%D394=~>pNb65b+!VFo7<VP_`)(
zJ_S$9H|w!M%2F6hQ<dGBW=mL48qmpX$Gt?{aUcQW7C@SIoh;zgc?ah+GaX$-%jw}J
z5OZ%Q?QCZfWfw0=t0?Jm73J`3jS|7f?PmTm9rV$16bp3c|NbtZpO`4%v@AJ6`cYt>
znH9;&*9+x%=^yv75j*~B`3!)<;<+X}eJh0<=H1pwo(lf5{%zZ>$iX$Az8zz2A~^Gx
zX}5@@eVAApT9NaiYjezNuAQ~cZZ%?ALUS{Bfpp{1HT-!b4I$hLi;>85=AakB*OpB~
zh8<(?I3kBErjLoLTc5{_huP4H1ym6&G?y2<uva^54xAfVYS6jXRuu?Zf;y>5r4NR$
zmp=PqxPS;8?OlZh+_dimrNfo}6N*>)`etxpaq%CCYm3LHYeIBAb^f2pOBp&+1S9F$
z`&o3hxEv#Ncf#mj7r-vaDYOoeLV=Q&YwgxlGddu!GrH@d16_!Vpld*f*GdM$T*qlY
z3RN)=IdI4RkuV7=44JfA7x;wC(eNOl9DYxMP%kS>H)(|7m3YzZfDIa+r#bTR9n6eu
zT}4&J(nunXr08%g=c*8-)dmcVvn;n@o7$-q!xFZf?2ItFdyFPC@(z-cXErA^t$aSl
zh<1n<V{}uOFpNo>Y&^~0dZhhsC_nbQ>SO;|Q$U`W&qokUk=1PzE&s4CVPPMK5&ryE
z<{tnH>@(%bp*(RSKT&p@{p)`K(VvyPfoo%a#z%6xvb@Tm#H>_mmX*gZFPlXn(pr;}
zepdORjaXhM7lM97Itym1&9^~<XfOf;1uDsV95o^f{3kS+K=h>o)j;Ayb~-~3GPPGg
z_34-7F7DMEi;zth^R1kmCym%YpX{IgheD6Rr;pIZ1zYjY9K$^(+kSDSdG|VG9s)W9
z3<f4_tTLKwr73td+%-c@cCxRpb#ATE)evwT$LT%*U#-=53jtduM&Vfy#q`QI`Ow|2
zr?SA&$BARYljoIZ;pNZ;=jvBW-)fGVMM$r3QIwJdq_T)UkS1>_m{ZrU@y_ZC03vPE
zGS(Yqn1Cmg(_y7O2~)oQM*EzWJ{2lDg0`&XZ7f2q3$eAYv~<*!M1F!z)A!OzA#RVn
zf2;J#sS>@r`A+73E4`^CA(hGDwXN&)MOJGZH|$6W5E%U{(ygAbE9?nAUw5-_E8Th^
zgWA%?WSLG-_|*x5sSG4C9gW5N>8*SmJBx7Y7n1y#gNnQ(W0oHmqL2Ymk@d%<#s_=|
z$m2beMwjOL*C69RBq`)o)^P@T2L1(J|L0-{Gzjf+K2h)2X#!aR$!-DUe;c9z8|(Vh
z`0OGC#zMltd>0ytCm)dc-Z@emEv24&{r33j$(5!IXZR~L(?!||n%!XwB?)k1VvqSU
zkZCMDu3>SXi0<L#{%+L*b=+;c8#%YTu0W5V^A%)^oZX6n+agMA84GK*z&I+kpT?Dp
z(8#A(8Z595J3B>VDG!shU@45*RkScCUz4UzrN0>cRt%vL)=k_$vH8MtlnN=i))P%f
zOYpITz|yO+N}z~|%7b#AOgZ?hZH>sTI$HOKL@c(Z55=hvUrwYZXpeg5eVc?R&e?(|
zchKE!${e@C0_j(9eM^LZNHK?;YIeef#wOUF)z~z}Y6xjJSU!S9FEcDniNvX6{>ur6
z&@8V1aG?_m6bq3OB6MgsK+`0zzyG>H0rG;eHRWn<2({*=rT!qX|NU(D{QAB8h*B3d
zAMVQ90`h2R$hFh|A#j}*SP$;Ry!8raeM85J1DT9bQD%e#0Jt42$v`O>SpKhJ*jw@+
zamRP3l#TV(3LaW%%3_^d%LF5s^M85cob4B#WLt#g<`7R?rSR-GS``H<>PS)oL{q9Z
z>!s3|8C98SK#g%;+Q0>|D7l4;z|Ez#Z+q**@GAeUc;59@3(0&+81f5*t!ggM#xDDL
zkisLM;B0Q*(o?T?0GBTUHAPpQofKR0XxRdkin-l+gaRsMzI$D?f5b*U+cj2)+T1TP
zA_HluiACns%qbMt6SxKo^5ijK4pu6uRf-^?=VK$)gZzxd6RL$z+X?g7cF<y-+2Y;@
zN)UC_=;0d;?Q#^lgm|i}1>K2><vERv%y0Zd0ELYbCc5S(?p>0Qx(oR{J`B>zF;in%
zHHg^Au@0}pER=*}?M7KA=hY`uV7sq|u3ANHwE-Oy=|yCP+7074wl?ZD35u_%8Nbu1
z*y-W?IUZ%}?l$4;FXe6KGyJ?bv#K9PAlTmEqF!#ER(r_Na#+)r5+>3D1KR^y0@(rU
zGBzRD_%CdWtLU_qC-b4adxGewUndinS?NLUxepHy@b`xuHdECV6-+w&YMF%#=_Ra}
zLY&+0Op5TO;YWi_C#$p;g1-=ESO_R~y{FR8=KHI-1N8sIK*+&0^F>`}ejtkoAW#Fw
z1AgPgO2%1eirOH8rT<t6hyGwLaG0x9nInZaqu3Cy`;JoypD-Pp<0SDwZ_RP6Fx@Hj
zk)d6mVgVR_Ofi+ltlX#3cv6@@6eay+=WH{ZjK7p4Hy6`5<U<;^3<AoLNap{WFve|X
zP-|gaIXzZ+h(N)I&QU(+yS6I#+O^f5=!A*uH{nF=0rzDW0eWOuC_@G)4awTkvtyFO
z?Sybnjt{&pj7GLqh^=gC^CdRPqmV11M%BdMKqjzB7#uK;s$kbs%4+uaj)RA1U^!&c
z=~vA=8`@TWij>8cIAr+X2P=afY9+&;j6YSNmsh;uV8VP#X{IcMhnnIt1&)?#24`vr
zok<HS7E*=AWMlAwtVRUBt(CI0w4E^XAW~}7w4kR8eKiBmaAZ96B>#dx>71LIAg|o-
z|B4!{3&a~tl>6S>V;tX~u1w{S`a&CjIf3Cl;IF8L-b3AxP$uu|@#i;Dx`EQQxrjQ#
z{>Ti)PP<9yQVd-$p$G2_sq}OTk=c)2|4y3&;Iu>OcsazgRGlAI!lp)G{AmzXy^kTC
z-MU`;!z{WDZz4n*1FSSE-QnHvT5*+f&NEpm-|+_<n-v**0TWpHnS9K0ljslQxB2v~
z7o4<CNe}`Pf$WcWn%@JOJ_+M~Y(F5?VY0k9OVLrwl$U?M<Rmu+HY!oU%?&F7)KjpV
z2sdyEyDg33n;_JO{Sz9z3`Gupv+gQmOAZpheP32#0hH2)$8#obelcM?yWh}ZwqmP<
zq8#nfG&Z$2D*M{IqX=S7_HC%aJH1jJMx_C4UB$S5>eZSY3ZMP!3;TiC;!~rmPWe9r
zM!xysIw^9h7IW8G(x6BcR>r(cWiLwOTCYmsgf_yl=}k#HO_nkc%o#BtLlFEaBl7Gs
z-bNGpxDe(*`5qHxprJSX(^eY#2Mr@KZkTME?m)c2j&#NV%9qyHhxgrDjZyaP)KM#K
zZ@cnXN2sVR04D}3s=chqxi*K}W18Nj<tiw0=x|N{Fq%ujc9wS`M6i03c=-I;QuUFy
zr%2B^F@n$a@3RLOfL1gXv-=KrJY?oeqV>xJ!5*fKD^)U*1<qh~R2KT!LS38cFg@)#
z5->!UyI4Jwv_pqjg4v0gLx;C0QuSK$Sdm8GF<$ptK?hr9m?xv9lFs_eQt-m*9ROQO
z&no&Pa?fgQX#__h4P|0#qUDkvRjMgU@YTXikf;Kma&fXd{s<;|b$sPs7+q6AjHvC{
zK+Im}*itCA{+S!W8@xfM5?$zIU3m?pI3)uzc;J1J#DtSc!sC*GVk-|E4v1A!^b_p@
zVTP1E(*IE<dNmc5H#J|6&U$(N^qLa@KuLr$t0j9~<3+=OVrvvPFTJ_g2&6mam)|`F
zIQA;psFd?+;wmCl?Uu@%r#s^k*S$RenzlOgY(rKSeYBMjZB{(pnrhMYOBieeCBj|2
z@zwlBIy+z&*_+5>ly&<X61A{E#J?>p7})4)40S$!mOVd%#q|DcU`%){Qn&8qPY1zp
z!7u}nWnw}Q^-E<6cKpv@aXLtfABF!WpJ*c=V@M=TgxkwiQg`k^pZ?a|00ApX0aY0B
z%BJn~kJ}aD*BFF$sYyu=@nf^1Wk6@bmLE6b07QONZOEJ^l*=x&&APw<pZH4dWkaX;
z)iSw;_P`yCId=Fw2Af)<Y>r)1oQtKM9W9d_j$@0uh26x_bm7S^Z<Jk=p(DG`i!bO#
zXC_JZJGgniok$s6fM<E7-KXz}{HUP6R1nJC!;BRA1p<>JJPCu?{(k_;vokZe^+`-3
zVRR7_8M%&h;ht^diFHH%111MeG~-688YObco73Lp(+=pw_N7sB4Vi^K83gPxGPW|S
zF;+xL>?S-D+(ZUp@`I%z6m*6k`0uyS`0w(3;p+bYU|J?$@oVjvr>yOMB0Fr|EoXL{
z@1@1AV%XS|7{|-wQ`}uEDdvG|+zUE_j!!#FaVR4=I?)_1oj#Udrqmojv3C>8ljghI
z`wQFZNN!kl3TYZ)aA<CCwHvF)=shobC#=H)V5=VR(Skk43xwauCLZ^3`pN1yyKy$M
zKDzM(i4(&2RJKG#i?4m=EZCWnL^w-DKhWu!v|u#CrA1Vv8IxXBMC;*nQj&Ca=&o8+
zeW0-S1%;tuqMKZNmJnU7Rz>q|GiTT?DQXlprb$aaAwdAOs%OF(x(UqAAyHQOC4M>1
z9hNC!pZPA+8rNf%+SP2SY$y8{+^YaN%K}EzCjOXTK2d;FYbuW=(uZ*jDx1N=D5hbJ
zu3VNQUaOoU4)$pdl$PP>k{^4zoJ3tu{XK2NFh)2^?xX1*pTw<o)JY&Ic6hkLc7fcF
zJ>pUBszCKAF~`yQU*^UBZ^AJNEd9<s7+CW#Y$C%3vx0&H{0F2|!s>emG{qdxoMrm(
zlzY|h^Eg5gCaea41;WR>)W6j64Z_Mv%!FahzqC9bj&g!Whu8=J4dN5StHG{VCe0@(
zp`o9@ocu^4WkbKfZ>ilctCAB~fV)zRPs&bJCs}ajFdBHfy$*UdZf&SF$xfy*j1gMj
zymQ|3t3*MLVFW{s{1tK=0#J0LYFY=BCXru9lu7oWzTE{z5bo`i|6L%t_-M%}g^o}b
zVQ5{X$0tQHh|CP>>Ce06ZwrxTo%LaEfrme?X-x$ah|LWOb^SV?XfM{YJ^fu+8G$Hc
z8?Je6dwMM@KS0zTxBge<20m9#=}=`qM)*-^T3k|3!;pRL-VH-=v^mFVXw+!wI}7uL
zx5frX>>|UtR@rdX)-RG0;>`*D(WO-ASa*2Mqy7(nr^_$isbBUIhKiSQqFA%TT+F6F
zgq@E2JR7+>SjC|RPyH)vk8cUPIQ&lR?Gz*tv`x!{^K&?UcK+cqIzQU4f!2J6qf<(7
zJV?HS3|9nyHTb3f+tc%qhEeyW?@6jA&1&BTpa)6pL}}?@W^5fT8lditj|KxLBq_rt
z4DFoqUEyX%?eR2j&swl`fIN?m)|fPw+=T#|kasasoK!BN?2KNeh{XLkF&0<LB1(Y6
z`nE=J6qIJAO4$$n1gk5fZ|g_09IX#yU#d){dsU=1ed>O<Ec`;_Jx7?_+BjpJ9bS!V
z!}^L5xZc~+dM+<)cD>n#TM1**R3;>^=*Ywk=j^kaMO3ppfM7EXpF&oM?`x19OZ4a?
zTt(?uZjOWzSf}H)>($lSr!edptj3Sbb_4-R4P)u)y^Hl3QmL<fe>|-lths*!&bue@
zDSw)whwhA}+bsN;1Jz~`4S*$m%%kVVlx5PGYcq5h$8Ad-CvuH`@UR;Ete{H6_qq=(
zBDVbgBJUzT$c#Kn2;Uq#rg(Xdhcr*2hGn&`OuMAkaYs64+zyLg&xkBfrbhJA%up}+
zm-c6JjzBC9hW4=T<Ljnt5{9K7J|xqv9hmBUYSS}EtRse7fdWnoJ2xe*v_03vhVHU7
z<V0&!CmYH!qd#rqSC!>(wX10Fe<Jt9kq#X+eG-~Q1Y2%+eSP#8SkXD6UDjYyk2=$A
zc7*iipRdT3ct5^4Cf7=1i5C8vqoZQ;Lq`K-L8B_-oWf*47Bo7Vl41!hHUB=Y6MbH1
z|7f1zE=j7RRygDzN?zB0$XHFgI&b+?hs~Y|Jv<Y#z@eJVjn~9f0ams}d&Os^KV)(K
zvUc*As;(w>soK^BlQ-X8Ox0S?>sMsuO;U#rWrUBAMQfPjnt-9=%WH_;+c<s8;n}j7
zB1I?5bV^m=zRuteOLR+*x#a=9bcg$i0uy2V0XM8w9~BO-$=3y@$&t|Aba;xuW!ud2
z`FX<OX608;SpHD>udzU)0RDh=!n_ojhbXU0Xa7g*R$)IP-nqDT{4T+?XH(w<<WTdw
zgj4%<;NLS;;a#4xw`kKcnd&}_qlPodqVjSjs+k`eRHmB|)x-t(b{+4k*RZ$E$cFrB
z<4WJ)=NU(7lvcis!j92~YLryM5fjI3Wivl#Ye-6<IyH2qs_8Kw)5Gee?Qh<p7_sD|
z)<^-oX7-++u8GU8Gy1-7x!|~ZS72wEe;Cs>;w=WdjCuoDMpf~?vG=YqiSH%~#I|`i
zjJrEJ_d7ZQqEXRd_@Bm!Y>1S;8$@t``Y~+`V4PSC^aP4(3)=3d$0!f}XSNa&6a-Io
zAwSY}1z43zl3A7)sMO`TWgv*)Md&t37hZ)5B$<T{0Kjsv<9LwmS@T~454~NKbhwX+
zoR|_dZ+R9eDNnZtuwXa+KJOqY#SX(eFdET6M^*EVe}{@lerWxrP7vmG^Ep`|#ve;E
zk}td*$s+D)=nGvu`F1~Ga;?*3*T9&${_)zrhA(^WUhpm}gK;JIP2!_RYg@44@`L8j
zkJNdZL+|3SqVA7>8DMR`!%ed`cgTD9sFyLaweHgMQ@Df-oZfM;CFvlp|Ebie>>ofI
zbm{=ltcWLjpcRZh4zlxPh$y3~t>)6#*M$~JO}woP8j51dP)Uahh@EKcUcU@Q-|`>4
zoV7IY@d>(1MlUXeXWDErSDob}iVGMQZ${;>9PVk4RIi1eXFfNRzmOja`PTE@Y}UW%
z0}q>1PLzkd+9#H%c4rb9T>%owBL9e39&zdywa^N<KG<#5*&bVGcCkh&XGOR*clpTA
z#(k~L$yH<G+8Rsa(7c%^OUQcjJ3i+s!QkA$Y|ea|6dyiw9~o)=gT6!8wW#osS2)nI
zi8#icG5%Mx_;<lC-_P=R1Br)tI@(JaqPZxlb0QfCl*<Odm4CpD-wm?3z&pxDKRFFj
zArR8Y;)H4DP4(Bga)pR62ny=aYKS<JnS`}R<N5#&b&Ot8`o68{v~Iobk}iq;LnTk>
z^_Ce`zvEMZg)lQ29d?GH{$P7v)1Nh#!p%_;;7Hz0x34R{2(KMcV+Eg#a1b)AxVa{V
z3HBHE0plGh>=l@b$S@;gJN2l{A&_U8{gsKio#6b?FMmZn&Wf1DKuxsfv!3Rb8a`tb
zqZa1wlVH0vHxf=hX5r(i$Zwm@Jnct<ZwSu%hTF)HuepJcW_i8lMR8(sd@l<*w(#m-
zjuhB9zCxbVNr7m)qr3<8)hhMPvC6a39_gSGzza`1))LgI%GQQ?G04{6@6K~W{fx$%
zvb*S=F_*QK0ZmNpJ<74NC#G!dK6YB51S=7>T%sx+&e~FWu##umWIhUtA)<By@c9N>
zP-XZ@0OIeAqi0xlFY_MDI^aMgG0g%NgO?(Fnug93tmcOIVd~9O%!1kT?l-2Nn$<>f
z%jjFUkZ{A)2ylrMAn9RAsR<x9ri`Jl12;!98ZgT=Y{!lre%Q-vC>M(X`Nr6MU);iB
zN}R(#0<x8uP(QtmRg3Y%f({lFQI1A-Sb%^5tkH|9JSF8r4LH@SEo!?Mn5@!ANoh%P
z^@$1#fv*C38a{@9GoyW1Dd)_xv@UXWw8Id6_J=<v#YdMU?A0b%TLq}xRjQRC#ENu)
zd-qKIvHD$9_|9f?IAaHNDWXXS)iZ>BmhkQQ3t3N^^Ja}KHhD-Xr%`+k4n!5WBg`o+
z8c}<m{$_NBSchI+MH;W9jD07}9BfzcaqbU6DLp}Po_&`jNm{egv|`(@`EDI2k8FkF
z?4KBbs4+%t3s)<E{x=0GthvN}9>(&n3b_i!3?>cb!}<H+siuMb@TFQGsu50>gf(SO
zr7>QJ4iDStz!whNm1JL1GitrK0@iZ%$@jL{-!1rnkZ2<*3K2N9Zwvr0(&t#4anIHg
z6nR)Av}?J4x(qsW6+HVJ7a50irbHcDp~VCVO@gH`YS+4jV&o0z`$Sx$$F?WgA-iT~
zPnR?u!7g&`NJR1@#t6-p)UETM<9!M?{M8Q3)84p8g#{Q)>X5x@GaU+wx9TH8u`oO8
zTVC_K^*^u)lR|f#o&1)TH^a4gXN1$Jk&Jo9_oZm*NC*ggd0{!<hm3L10dl%f)?K{N
zKVL1Vmhg`_ryB>L<P+(5^7e|?k<bS|0?kfqZhD^4%D9Trd+W?@z0kJ*JPQ)bh%KN;
z_@RtkE}N}dBx7R5z3lY~TTmB4@99mvmBxd(Z1^XbnF~s0bK*#&ql&lFBZq$og0_Fv
zA`uJ1O_(7ywY|8m=N|!1E}R%QH-SeI*RUXt6R-k=CY9^*H^Dyu0#~w*K>zy7AKoR4
z$H+_tO?vOcW*iH4ljLB*;1*gg6bJAK93`248Lw<<N<aw&!x{Pa=`r{PZD#6ic@u>o
z7{fx%zesM>3oVII)><jtb$w)DDU|iK(G|<!{oSx!?DDdmT5QbBz%x<z%*j81zI@1}
zGN%CJDGm&)jds>+frGd5z_E%5TN^rvUR`@sWX&;<H^6SZW|#)3L=&zk$dm^2Cg<vT
zVuVRlSa@TnaWG<@bUSQeTe|u_UW!VSpVJ6;{GO7H(f(PlI;IV@!@E%uQR~m#V12`^
zD|SFt`RNU?^bJV`OR*{nva<9oSJFw!@car-%!f-eijmI{VV;<$H(j-E=N(Y1xHyv(
z;Q*aVZPT^vu)|4Ujc@gjflU@lB1WU!hqb3}q(<!hOQ+5}k9l|gUmu2dCzq)O=U=xa
z7<hEPhZTLagf_)KRAq<59a4*eGT;^A(sQyJQl69%$;yas5xu?C(kg;XD5|yyhNsJ9
z;L>7M&`;@)j~s>8CoC&*pW-@nv+VW&E0XQ&X~HMPiI4Gj4?U8&=J0W30Rl&Y(nfbS
z#h_7hyO#D-L3f)(_(`C16o|rMX3p|wbETwzX%4I1SO(;0V%8D~stWlI`KW4ZDTv6E
zp{{pwq#?p(5<uM+aeph9))es2Eix=GNUIN3Ts_!R!;lw=H8K$Y$s<L_QQ=iUvEM4J
zO9p1D?IlVje^;r(Z8rr7%O`EjE@$3YWO+I#Suk^Gc2r4~LfyCYya%wG>$h=iyE0%@
zo9WKwYt3d=25ST1XknXg*qBy`?qp53L0gxXc2?Y#*xsAcJ%1r;_waspos3z|jdq{n
zo-iZ+pJXI|5c=ApHe1S)-P&4&Bd>qcz@$)*(B&WM*4-j+f91-z{R0?LLF2Z`h@As{
ziXFH4v4=w$?cF(mx_|T0z)t+UvLSQnH&ClsN7-4q4AscT6We7Jbw23JbRQA+Plxri
z-Lg@nOU;{5;dIKYAu>|ZeZRHAv<}9@+UNIcfOr}qu|Fbw#;M)+vTsAaIHD74<&!TJ
z_HjEPr-T3Q_y4_O3DqYia|3(giK-T<a{}tm?%e#bIIkC`G=)}7`~@2%T)#hCVU;K9
z%n4i{_NM=;l9#n>iSCu!&*S)V_PbmO<7rjG3+A(6wkx!V3x5bWIPaauU0b7iHqU)5
zw19<kW4AQQL4nFU*tDbT2F=h8JHhpVg;H4DlbMK}XW~0+gWcT9X=yT%R!jT+;NjB~
z7+fh%^Xo=X@CU-RcQVh++Z!UMMDMQAAlIS}N>;|ET-CB{YXio=)*n~?#@aFRd|BT-
zs5ybz_w7zzkFDY5A6A{*o8JvZ*}n2#|CZ9rTFg(9GLR|;!1Z*#zfFvjx;|_ER3l*%
zmde=MXA;bH5sRQ``S$rD4!&Tu@9G^W*?nT=^OuTtY##%VoF;zzkqY;gw!uZ3&=1e8
zmqjd&ctM@694tShqTY-1@lHr{^anubz|GtsosFd0pSd&u{Pf3m3INj)HP8unhc~1;
zXo@ETjgz{emC|DmA5?`V7RPmnmeI%gut4!Ch$y_9SZNFipX1GyYFkw{48CcuH1-`1
zMznS#^ghFhIBElaTCZ{)Ux(w|e*o<eyPOskY%Ra(;#a1bZ^)GB<TVtT*YBjs@LGx!
z>$Rk<$Z?by24%y<2)+5C8lKSVYr9OuI65vaJF9_#0TF-P(<b_-xe@wFrs`20nAq1b
zDW={AgiAWThRnAC^{cD0eL@wLa22%bFp|<bSC_BLPexQF+G_8{HQ^@***X%Sc;4|e
zPDor9k*(3t<aBYVN%!wOR=6>UQB4_TfX-1RE(<Tg)k=WTG;Ltx6B-&uw&hC)j-psL
zP}6FMIB^hBibcCje9YIg3t2uAW!5a$&F24qjjSCHG9b???>gS?nc2m;$of<0<YL)V
zk@5dZWdHrU?y)Vj`82>h<4eKQ`meli)SCCl-bmvK-GRb?=_3C(i+asMwhPzz4^6J$
zLN@!0-$LSFUOK6#FNS-Rbo>Uu*a#L5elIiAKl_GOBM0BfB_G8;r+pqdrdH#ks2E_j
zldaXT&(LVRm?PYRxUQ!6&lFhXW1|D_+pa>h-X9Vvqbxr^2lKlTj!Ox$;&HB|7)Ebh
zs$d`OtEA_x%~pfPW#YSjH}00xe$AIAhbW^<q7Ao)1QYA3^S6u_=~S8gWemeXkT0+*
z(Z;7cl(OF&fk$K64$8~SbW!;*0Jh_*9dd(-(#m_2@Im5NDN)wY+d^LS46j7Y05Bj9
z@JEWJCz{>m1{8MUL1bVf{lgah?eL)aiKz~{*C*#FC}O-iKUGFSSG^Rq|ENTn!?}TX
zBAkV-Ud{ajUU6|(9FhFG`!bB*)r|MW3ye=N{5fghP@eYw;hm>LqZU+(DkmNO%jMUr
z%NVT+G?IM($&_flDUfn;xy}mfD4R5zdrM?NoB{lstMyxRLVX0Am%h3xqDeD*5XM=s
zRB9z78$Di}V_@)A@wJ&au|s}>4EH!^9@pBrx7v8pLno9B0S78WrtMie1yoVhYf?#_
zxRued`E~xJW>F^Zk*ewko}=3tNskq(^}O@@m^DcICg8Dz9GNRE^#ou%9(nDN@dmFh
z+sKsh@Kaw6rUB@LjF0uLT%Na!&gTgPd8UeykzBb`q@8iJRVWTNf#LKr$taKA)@{6$
zRED8=WIGD@sL!3x$OwWD&*Ah%Q$iSG^?|?2EoUI+8o$DHe@!ZBwd0&bdvdL!m-Dz&
zZYGzXIk^X#KwPzH2b5V@b!)S~iJIh$!e6@JH-C^zAxn89Sg8$W{Iio(Gu#z_inBa9
zseWf5$<niq6?cB|U`u{EZ!sgIs~N4HU6{&T>lz{O6~%~DBa&CjQ{44QM4W{~K!Sr6
zeHU6`-mSEV!Mf909Ai0gkN;9hi=3`)f1zeQ)Y}9T@c!yNMm|f7WRRuTQAfDm0@xk)
zdneLXqi;o`2#t+?Gj63T*)_-{?e3HUhE+-Q!rZI{N#6Qz#WE7P{x9|N|Nc!%L{Q(N
z1aAc+U<#21jGs}Zckz)~4<K$7w)!1F+b2r-BhiDyQD$~TM^EOd2l@lq4B|HDX{A@P
zSXspnZI{%R5snrZAJbN2r3?nVdpe15%Q|dpulkZEylIIhDItOnWdbF)zt*glff;@i
zv_J21CiaG}z1Bic&i{LL2}@eHCf*Ti0#kluFg5qsr>0`Jas@$SV|c3$^rSNA-IYcB
zj`rBVymQOc4O9wP(ktO)Y>mw=oq0z6Dm$2Q1cP0-{NLgBiC&vO-(c885i(mfmdHYu
z;+!pp1^6l|9rc%>qgk5VlD;mDX=vW5R=N3!)>s8BYy@!lM)58v%4+NM&-r(@_SAsH
zSQ;~}!QVetRrW}3GO+ZtA1Vrz85uE1i_<0xz4!)Ayk4(|y%pN?)U-EasUZ(nM#=K;
zlqKl;#-N7{{(@PCTCQ#b5B&>tQ~}!pLtg~J8dKRffSlOzc;CI4I3T43o~5A1l5u63
zZ}6}-hJrwGlo!3>4Hpn;%1SxFi|)J^S4~FDbhRfzuUDF5bU`$8NQpP(-wJ;tMs<&7
z{jQ%kuWLeNDZJxq#Nh2Q2^lpXUx*pix?7ffego$Cp2)XuM=OatdMu<4?9%cS){PP%
z7*6F*GwEbS@ZqMd2UQC2=bm3zdf<Xn+GD#a@X^m7oWxB93avpyNH?4=^!%v;@Od7b
zHbdBD5aT!rpAw<6?+jkOGvB7fDylGP5FX>*$zh&EI+mJWseA;Zc_td+91{T~f|uCM
zOoPo>i#yy`eY)*pNXt((Dsi+0<;7FfKqh8Z5Bw1&Q5FhYTQ9+^(_c-o(xs8}QzU1n
ziO1ss!G=X{A=3mKzJbZ_kJadvqZR_u;D#Sgch1v4iPl<xfisa|yI!TLiD8s08Doll
zKve)Xh$h8K*Me2Whz(MsqY8$Gk3m7~@P7cyOxvhVX?*7us*D|ACb?WckKg>H)fL`|
z#`y+AlgJV}yi7;C0+n%^U7Z3n&RC>Dr0{58;+<E0040poUbnhLS>?|kUS;VfHMJNl
zWo^LgKl`M>!j1ZP`ETmY`#_a2>mtwBq18Y|nv1>GCZ6}revVyK{M-P@_cS&&TEj5P
z$ef4q0EJGM-6<`Tr8uL-4kJX-xJh!w?&KZ`^4(e$Fu<sdl(vsN6#jROhTCqn^2D=y
zKiH2>YW6(Yd52`5ke>f>A*N79`7XxicKE}gSXr4ua%>n!A|vqI>Q+`dvDKtuTW?wD
zE-})-jW1AHszl?{7>*WL28yj37x5@1f}yOW@5TLwksCnJ^Tm0FGbM4^iPP=xdfiv<
zg#uL)<;yn>Eo@Ln>%~n_^B&e2I!!+ShJ|5MrhS>aj94+cPBhxEfKfQPpAsqMz!8(L
z+O<TW`6-Eo)s@)eRos-dp2>)taN;HY9rg;5aQYK0Es!T@{rmPfmI`Wy!lV+Y0*u2x
z^hO#-GpQ$PlHeW*Ayw0vcT@=gwO*=L1jMOGGqK5SKdh>TT<LJwt8agMko~>Z5Nx6`
zT=}hK<{v=eJX4FEO=}L4i%iKc=04OGLvdm();x}aXqe#mTy<!`)IiSZGBSEje~qT8
zi2V*}S)du+{a)}a26&NOroX--vHsTBr-%4h47<w6#)@}>=5lvRKnj7z4df%@Z?Z#&
z$-?^-?Plg6dL<+We{AMdjilAS^8uS1EKcAGN8dtuUMt4;TXPGTDpEvONFR&UIxj2E
zQ)wtnD=2^lWsWbMA%pyH;}xLJVW5`2#r|B;RaV&Gi_p(eYs6YubaSe|`tI_4;x35O
zZ2(Zr)u1nLx08oOOW;bbxPLe~MHLbS<D}=Ahu`YhW_h0p#++{k{!ZdH=;#Q=v^xmK
zY`gQwR<`G@J$i{R;O8pnx((MvCX4Nk+10;r4mh9@>@ZCI5{HObI4DWz@#y#f+zbd~
z8Admb&MX?||32;6((`(Jfut^7!?o>_@S8cp{Z9+q&%2`#`d{9MG+$dGBVf9#_L+x=
zPaaf*?7+v7IUlzyMa!=zzc{e3HNSOuv@naiEf9X<K>rC;UGyP8*jlOa?>DM8S-HG8
zLwa*h8>EWnO?*x#uF=vCG%)eG8ryf+%^=d~CHOL?JNPT1`(lUCUmT;6g-m|37Bl{E
zR-V*=me8z6yhdOksmpxx&@ANTPO=x}@={OO-A=h0sy}Nq6C9(zx91<gt0FR075pom
zcdIX|<e?@dF^m<Iz@+pVxq2y;chItWf}8kE?;NeLX=M)p0Grtggw1Rper{k28B9mL
z(2(+A+;#l&VSX9ziSx0su^a={XlJSVL>a)nKGcE1a*}8pi5EVH*2SjC8!j}lrfoff
z$qt|zbz<OPh3xKfWhm{`zl14sd3pno8zf)WbsGLMXEv1Dc>Y=YU^Qd0wok_w+@;Dx
zwmfaH{oZ?!i10=G>U2nXm>ZpsL`A~AYL;>WL5Wgc^-^?uU(!$!NNLNCT;Bl;(2llx
z_egJIbbm0<vmz$(6cVbGCQ0!(VFlfQ6BN@fF7jzVHDni#``XumprqOJhqgN*H@yYy
z%!i?_DM?q$JMYDf8BeT9Z*N@<1CwEI<el-KxAmp$$8KgF;-o0KX@@*XF>U?M`=Ih3
ztpiT{YK09Gu}e4BgDJO1EdMr?((8yQ^(>)}+~^GWTTX1Fd`@MSN^HU!Vw!@7S*jX1
z?xPvb(4ildraU-uF&A37M+T>Sg#HWq2ft5oz^ReCv(OSg)~X77ZCy}U_uQ2dH0A&e
z637<Y6lOqy!9^pu*rz+BQxNl&XvG(^peCA`zR3j5dD96<c;p}J$*fpay)5AN=SGtu
zY=}2vU88<&z{-G94?C4ewqn61<UV;L>Bal3+^O}EySs>=9G*;+kue=IcBot#NG|tv
z1gp8PDDkV$5%Z*oL`@dKUkf7&ZE^mbe%RXra~G)<bM#hwGwQ%O#CVC}6kE_bi;pkT
zq6n);kXo1*3hy84r`5Zf5h&lHj47s>mgc5ez+d2*Pwgl><VU7iCE7UX%~oW-17&PT
zV-y?VY7_$ElGd%hU<?@4r*>GXj$)(UtS)*!1u0#Y;cF!8b5LHW;ie8Eiudrn(`X~R
zh+OOVUUT;Ud6=0Ymu3Xyn0%?(`Z`tR{5thIP>5;}{F{4)kFa_Od}u#bQdCk<mZz($
zt1aS?0?vh}%2g!)abg}fV)~xMgqy+Rgq@o5ri-+CZ`P43(BQ><T01{ry;_;E4`4du
z!gv5Sz|96YdMAQV?cWcu&Hc(%tqU#<<Q692ZJ8aF{Lx-WVJgcVriGZ$=CeUX(Fovs
zMaQ{iRFVSNlOVjtf6B~V30Z$Tn>6rxvfiniFRb2Z2_ii3`A>yisKSgIJ#;&4;}1kG
zTlS+<v3lB)(qyKK2+0m~OUI@(m?m?o`MF=xlH%8|W8<)*XOc4}iltvsZ1(gvxs2C;
zxyU!wJZ<iLNM$<Hus3jA-VkqRTuFLVn%t{=a>nQre%DlAQIayqS_7|ed|vDslC(Ot
zF}KXK2zqfOw3JG#Zs4!~BIV6T|CusEbxxt-M;&OA<j3|hV!6?38CR5H4}qzwvad{A
zWc-WjR264SBxOi{$GxDWgYC1dCDXV?U0?H}r<z8=b?5V`5K=2g-IvE%OZTW50_V4}
z2*0!2Zf6=pRqQZZeH4S9(l;K6S1NTbi^kOWm#JI66F67g&0&G=&^6Yd!%%KRm8O%&
zx70$qfyRfGLcTfV@i+QK7Y|2oo<DzHqBxqaMvIrIwIuENC47j*uiNfMxb2-EDBAbN
zQ7xu%K|8$0OLtfozOQr)W;q9@!SvK}#3wcnVuALbduK?ZHy3?4DWkMzEN_GH`D4LU
zIN$*OW^X8>ah5p~4$qY9@N_(=*eL)OE5RdGQ#jbtIM`&QKKYFQOvg9vk=-007Ts%t
zy9j7czrSR-xM^NX2~=%eH)>s8zKyR*7}N;{-;TdKHmW6K2(moLD2piG^6U8=Wh*Kd
ze<ScywNk7F>R5Z`N2!o(g3m7a3YPl%BN0*x+3MjOQdeE>q!$><S+wf&23t!D0x4!C
ztzi@fA(7>cl4|Kd#R;y~{iDi<*TJpr_OH!p0=YL&h^}jNG<C$#t{3{+)hP%)_Gsg3
zfPpyGo@E3n>J0H`XO6qyb0W`esv$;>rMh_F5E4`Eo4ZiOGQIDqC-tgttJ#fqn<<!j
z>ZtG($(XQ@=K9KkfJGu{zhJjOVFHFJG0ElU8DAY2OW%E4-{F}>V`FUH7S?0@oS2Fa
zwP<DwnVMH}f-N|a@-7^9a{~*OKH#}OJd>7dMd2Zg?_&`kj0CXA*!1kKDEeBjgkUsM
zi~@uBOBf}!fVzp(<JkxC;F{;D*UTv_%Zk`|UQ7P~h^%iDULlRmms{~Vbh{;nfEA7<
z^CP8oh|bK|T=FgSAC)$vpQwRJ%$8ZoF;!SqLubn*F&cME=0jJ1HLaCm_&-8qZ8RNP
zg&OBj`A^yv)`;(;pYp#X1PWe19nHo(r9MD5jR*ubdN{xCYi-?1_<9$YIH?`zLVp5(
za@OGwIyjZ6RDW#<5)I~LiLl~zY!C;x#`a{&tJO_zU&lU0-9{X79q$uuSjIp-Xq$5B
zQutn7dkpCuAWh2EzdG4vBn#WqWLFwFQ6(^K4%X^&GU<HyLe4<v-Ci8ytx{F~wf=PR
zA3(qTSwX=;1fCevFY@WWd+9#Q9HSH?JbvF$$9jG$d^I!jB(Eq6$IWHG^IIZ$s_M02
z3t0!j9tw<^K+DC<E*2cYwQ)z^@4?clWD0ww6Ls1@)PVb<MQ1*0yz%zQ+9{HjwI=G|
zpO4f!y1M#2f9xl-Ws`C(S<$l)WoM-~^%P4nLEgmx>8|_NUw&Zg<d{vBM5XR+ul(?T
zP!8xUS0Z?6a{J3Z)La<ZssbA+*!v{%(uO$_eUQk!7Jv#fYAj0-0xMB7X~8G`K$^56
zjUFJg0pkc8WaeNJfb9Nc-0dD@RBs?a-zgI-7fZ400`AC?a>pVQ59X#PIJYdwpqtHB
zVKEhc)~kA2G<Gur?g4Ezpf~{oU6mZ~ryQh#bM@sYF34#tH9sRpiwXws&o<*mB(o!`
zNz<%Ic@w41@Jl~*%EL=QALvw6q7E2o>0f>vQx7_3VK#+OHcrVvgXH?qr+o;>zSN=-
zJEx>>;ENb%#S?t`2QW$}#TR|sWOnnK%1DTJm`wQfv__#30>Jw8SRB=%rLA(28;Q7D
z1rOMb6KV>o8%e#9h+VdV@MA*0LX~&Y-nwBBPgMnVGuAjM_40ZH9sxun#owJ$3sVX_
z=in$RGsP4gKctV{JPyd+y+QYvk2RAxwN!CR5j<#IX>V05B9M`e#Px0tJM{QnrH`NA
zgJ77UZ~9IDZ83-loGQ`de423Yj_-y@Q+p*kbM<D^@{LgltuY{241R3wuW8gDF1K-C
zPn4{iWoI(Js7D!D|Mt!-bGIM^z!i+&oi)r3K#3&kJVVK)G@n|v-by9*eBIw|nm6Kq
zE8mCxA|&{INRk66KRV0t-Rq#+r_t)<@^?r>E!UF|<bl+*(MnG6her{A^E?TwNMtyn
zbc3hJf!*yI)+}XmKI(OL(`{g5B%GjHD3o{QX=MWhRE=WHA^gm>OOkYNHeep$%7KjE
z6R}D(SjxEx{*_X5A=;o8ljvqyTI`G&T;VQ_PWIzpgaf1P>dt@tD^}vKh|?ztPZ+2r
z<3#9O0v%2J%jG<(va^HW&RcGL*V_3|vrHWHZ*NK7u666i8iH1D4ju~=hXleU_7>jh
zpPw~zU0#Lmj!tXMD0Sa?&VJgTmLrnJu=!shut=uzw}q;UH9kk~(dD0{vm?;Hyuqdv
z;K}@CBO=v(16aEFTdAJ5q~DcrqV3s33J&dKEl*RC0yFmXXT!azmLIp1#=rh9Crbm?
z;G`2ZRvJm?Sjw`gknzdwo#IBC2<s)ZSY7NeG=43&)e0+Vk(qLX+Ez$Ka(JO;$E~Cg
zU4z0@YkQ_h4d#Ref-A=_H$5S;Q`tSk7C0ixGSVs;pS{`h*>evVhaaAaAeI*-%<}4H
zT-@mUx+>bt5Yo}9rEy;LE7VdZ61>64RF!`J&DnkR?C!sIoKB}c4ImMAGysXG0p^W7
z7Do1JRM=^mg4bBt2UR;3p08^(!J~G(hlL%Xk4(i?sJgDC2c9s_PL-4o6;gnHHXxR?
zJ)I7@fOn#j@XT2?L4Aa5Y-NrVPnroLicuKF30g*QAfooufI>%PYZL5ih52Co_o`^9
zky|X!_rbFnO$r$YmfKCwQrne!5lXPdrV-$|JBO+?LHAApG7hPSDK9d<*`<n^Yub6k
zc%Z{rjazC(8ez3e8d23XbnpjUp{y$*x5T8P^4YG1k+nE=9L1Jflx9F{SO|EV+Dn(L
z3(l;;VQ+eCtOik5E#eI<CVELmCnxdIgCt=3vzx5BA8@;b(cJ!BkB6RkXTU{*iZeI3
zg>>%6L=mJhTrfo%vRjPaF`5_#EfGz5NFmvJIeL~!74;lHxT8LiUZ{4yq;^6L!)2Se
zOz~^YCtcnWPx8n&Jicg4A|`ID>^oPn!Y(n{A>G3*!*n0@7SYQ6kux;?GHO|XkrbGM
zn!?x!Z$>0446>qPiNeIKwB?B8;-5mfXgM}wK`@j$Ni%mjX>#-z>;(A|r}i_0=Ho%m
z|E*g=9&zOU{I7Lb+w~JlI~4cc<IXGc;PA)QCIQ<E`@e4bR}Jt!3Y4g|FXE(Tk9>O~
z1{tG4K0nxxFuR`f^e>_TfV-<^4o>U_>(QwV)mPVC<SH@D1B$dsR}C<;_qp+pO<%&-
zgxtps@8UeI1onNGxrl?Nn%<vZ?Q?4}dyXj5r9?OXZQ1%4b3`&`{}b&=Y!fX;zSz5C
zRX^DEf?W`!+x+kx2D2XbNz$*M7DC|4K!GW2;cS7geB4sjhgxEbDdu*6PF_=I9gL;%
z;Tch+%mmJlPWn01Ci|PqNO|V?YreT9+1={WL<eoOOH;hS%?EY;I)P_CAWf<JLifZe
zbp8P(3Hyw}Lw7uVn0Id1v;W6rBJKa{-s$^4Clj`DpC8kPsDl*R(w@gBt{%6I|7XVM
z0p<$Tf5cD7$plin^#A_F|I;fmD7@+Z6`q``0bB|#!-2lu5D<S|Z#g+ZoMZOZJXv-Z
z0@bvphknm5r<?vj`hiFZLmdGWWZAKH<%;5QEMT@3Wu#Mvz&rky6o9e8$^aJ8ez39<
z2K}}%3@99F#J)S6$8z4A&EM48-H*}B8Nw2%@VJrgBTO4O>}ZQ1URFuOJAiGFhG7Q%
zN=yCjRr@EsmNu~)9&%%l_~KMIQ|k<y+1Sw&BDFL$PC`Yp@>V1ug=d_QHY#MOSj4ay
z=SSP@<)=>3_d9B7+G;Te5a`8T0S;EMBqim`6(UWEB8O}zD1zn0-;^;W>Q(W|ENSuT
zUt8dJ<^`}Il>+~xGjVPSGQC12F7msI79v4eD1G@)QT~@myri^@JI!uTnAbV23upg8
z<sl0sQg2kP;$!0+d5Uj`k_e1Q7xAl`%)U{YDZgejmPV@ZJ-p+MR}Mr5Xb0Qb$6)C#
zn6fgvo~`<S`1;GJHvYKl8x8JSpe-6CSaFx)(30T6o#O7+qNR9&LJ02e?(R;3;#S-p
zirfFmb*=k3Yu#t9b6!klMP4Ppnaq6m{_MS{l)@J>o+e=4^Q@pZTj7ok>V7M7PPu}z
z6$)X#1Odh)Jj{y|Fp#j)!Kw<@mPi5HoNG}Q`BLaUt?{#EVaT-WU+$#mwd8xMTjFgN
z<TTaAAvdWFkWZuXZ29>G-2_X_l>K)NA=C^!1;J`xW=SGUu;ZCIzL=g_(h_Grv9PwG
z5ff9SZ6#YUa<WVLEfwIgenT7huI%{?T{j$deHTZiYbc``reY{2n;U}Az)^Bdss80C
zj)MI|M3_;Cr|}{fG8tlBFUEa2a=Ihvdg<nWK4frY2)^sLvQy_m&UI5j*2-U+ij~Cg
z7OuAL&fs^0|05|W^(is0ko#e4(3Ev-&>x6ixc=d=tM4x%p>pHH<4wMKAP-@25YG3C
z79EMs<%WuS_05@uK_0qy2*4Bx6^t|yHthC*uo(k+&o9>PB-mpvt%2b;#|wiW;CPho
zE16*xr{e?JK|uY5|MAoRf6EE~Kc5rBJ_WvAe0ZS-z&yn}{nc0$&X(^RIvv;3Nr*XJ
zoZf9(&?;jx6$2e{?tOFn_$y)fPq6|kS&7dPiM!<+i@b4L?)L=g^5l9Of}vUBe!!Yx
zULrqwmhX0$yc7IV@-3@}Q%zMN70AZY?^|qKl`3w;^w?2JQ>iM0z4euFe^S5S3(t`R
zo%<V)auWLI-Q0g9jqdm{F`6Rm>#ueHOwJ6IvJ5B}$7E4REU6_)snu#xkiv%S!V-|t
zGExSHfh($J@EJ3Aq2PM8OEm6OcxXcSFcLo$EVjA{^eo07Mf(dxcczb~2ommvZ*)$)
z^ES3~quh{v#?Pzj0J)B?(b!;@_m&bx{P~fbf^-C80I1k82;)-5VyT)!WZrG-8pI;u
z>ijSjpzZh%kS+l0tRqNeW!|fl?R^I?Yt8n+k-{yqYo={CgGE`P4-$gRNTh>mrr}#~
z00<kmUt_pczR__igerp;C~M$$Hra2txk2(I`gpgJx)n^Q)BowH481s36bw-^<Y~J)
z%IBGeW^aockkQ`Ai<Bi6Skpcr52e98mTs?h=rln61)004ug*&vGyCueo<c>2KxD!K
zVNjqmjItw;LjiLohN>TCRKRzQIjWi3S!e(QI6dFOS}KkD>O7l$h~@II%`RqoCorxk
zxIz*6I+l3H$3>ZcTKI&-fRIvd8Ew8GA4>7eFIXLQlckD*lz>lQH+v}%>wA+=OkwIG
zC0r2-I%>4u!G{U>d^9beEtr$eDMwWQ{19UJ-eU(EO%paXNKt1jKZvk~&iW!tMYVX#
zd0FQx%eG3#2IU#@lawd4NJlcpaVrz%BCCS!gsr~StSY(Au^L<|fMj2fV)R&G1FNJE
zEWM$xZAWU=u6q2~Xu9wQ4paE9f?njT3XcYuvty-OO5{o(O?~qUTXy+%HOP%F5dx1L
zRjnV%)uEL{3nEt5#IbZHvnydJz7_ILM*@8)OKk~bU*T)<ORp(*&UU}ED_=Iw+CAPU
zLe(AZFHK?_la6DAM!3r-Mo0!}{#BF2R&C>f+XFZN_Q)EwkXeoK$)-;S6f+1RKvhh)
z;qc&JL=dR_OziGXibR&HNlDC?Kt36m9r*1y=$$K~wbs-mC_(yrL#H@m!RS;20K&38
zXgX6P6O0=^yqmnGzmyzWq!ol6XfL6$-`=qX>M2FM*LyYFUL!UMCBcjM7r8_KM}qd)
zGpO2G<l^=wx15N9s5m^R_J7P#|FgyF{FtXyKq<=V+qIS@)THwpT#BKLBOBGdy+@ow
zAZR1I|6ata7g<sm@aR_xKdnNBP=mJ6a5q|30^+|OZX>Sf{034Qjt^cn)-6{SMlo@3
z7Cbht^ggPGS9iXD%J?J*9Pj&J2im-Oqnf~B!CDB(;L%i-miWq}QJ^p;jOBrat+!iX
zml&Zg+&~AK7}M_+`Ug(^&I3KLRTF?N$u>hY^5G?5V172C6nW6!52yAa&bzEUU9S*%
z{c5Dwb10^ut3hZrz$x!q9H(FB4o@Sp9fPQ}k122$N`|cIWdqY9Wwez7z<*0mxdX$9
z{`h=e((_TSyA;yv4P}|_vsEws`^@f&%0EYeTC)Y<w033(kjcj{dK%4nk|*b>W!5J9
z*4Ky56|yNG);Fn6%hIeHtsz*Op=Y)4ii+*F@VQZl6t5~aNq!p|A)zW(4Uo&Ln(cW7
z=QgeHK1W)c@6Wj5C@Z=a+k(z`+yXc5$v5xOpQjZ4;e~R7#2enmM6|^5AI^Eey>^8}
z7D~k$C7K#_WQNO{AQ36RYTM3-<t`Lczts3p(^WBzh5~g<703r`3u1h;<v$ggtnbsA
z*ilM?64hL&Z6Z&M_~a|<C>N0RxGBWTSf~As_2-CLqk-h?f<UyTLx)oQ=y7?v^_s1B
zI-4$OXT7p<pdHe)u0x3K)dG*~j-u2I>oinFdh=PbOK01Ig%>-#8nkYDS9g!zC4qTm
zfl>cVr!hnKGs64>3r4+aSxzjJd_;?uE^z}ML=r1QDz27%<#y`&9TTD~7^<iWl{~q`
z)(pyUwD_%+J7JGyTD(PI=@~<Hu}m8E9l3zK-1D@~#-X7l`YU@){lz)4(IR=nZ@SCM
zYs%})e?{LWSrNHLga$#|P6T<@1kBs~uF~zZC(qA156i3PluWqW5ARC5m1Khuk+(Qt
za3Vw!G1UqRikw11%P>LS5%;7WOc#_6{@u?VB_3-DaaAr&42jL(b01}WLx$}$4u=hZ
zQlu`Us5zq5<flrH5=EoTRu8$Ytr@*_E%7ZrVW*wqMy<(6B6GHz&`_{NmU?1OuZuU{
zG%2C(m@^>dg6FR5{@puN777*8p9Xy2?XvpGYAdB><9bk*@dc!m0Es19UmC_M0gJ75
z_P;c5j9|a>#6mDI1pr&Ck=(>LHP|X^dn|oX1;i7(lFOp_1ZEDY^Nte(xLp&|e5g8B
z1~X3F=$sP-RK{-+-K2~Wdqa^masL7SCQ-T4$(^*BnlCv*!L^3T_icySb#ZwoX3<-e
z;2)dnYOJlTshQ^E9q9?<*y-5?!TAyL*vX@ybh@1nCi;`_hU#CL2NeI%xwo@I{^irf
zA*si+IP#=M6xiVa0xcoL2;{Qc8H~sZDtJ?*WUw@r8p2^eS7|z*TaD<+g22ITEgv86
za52nnW2vIcS?c$dBk;Wi;yU-v1a*KC?RLGU0(JJxT&-A-lY}#H!ap~^B5W=a&NvU2
zkKnYnl11?9hpuJC(fmDy+z~JtJx>Jwu7LIG^d^h}wVWZP024A_U`Z?48mY^IHL=@`
z<-QB4vv7St+r_^$fiKBsppD)CM9B`zk3FH8OsZ0$T0yJ!^aO;d=Hf{uK)Px_QnNFX
zPb=+KV5A=3NBJ`m(w-yY+)8^|XV$+0of+;ESjGd<u6`8F-}%cn_EM6XtgcdBhu@4M
zQ4SLVHfU|E&acL@w4pdOMiskTwB5}v?eaxxrbry~09aW=nzkQG^4L2Ed1W(3YgEw`
zb<DBZo$5>WFa9=^8aHz<C6a-$`-z#Y#@z$Cn!r%peln3RZD+wthhQ|2fIvgT^6y<V
zqKQ@dwjJLG*4VG`SEB$SYy+aatg`!FQZeC3XnVi@2MX)=!*&@RlT-se)V(hymphN<
zn+9C1xFXI)8G__ntfK}f`0<}rb+ph-72?#i5uAMbCmJPfVb__b6m^aK>`Q%hM|;1B
zFrf;>AtlO-kD9u8qQv$AS1$Ev!t$~?w9&vEA*!>FlT8erV)w?NV1y59d2|?&M?<Q*
z$f||D+m9o?-)nVoZE(;jzH$oawwdQDViLk+VTd;&Hptop7-UwoeO_Cy9XgqPdUMH1
zvXQL4Y<H@CO6GN)2=SHHuK8tE+~X~SR++}VGnRGA8)L(5TYAU>v!JW=qp8!7k5_F8
zkJDCH;yf>VZSfz^s@cEwdPxn%8K9o*2*0?ab`cX3Lvy4$rC5&ExlM_lFsP^Vz~>Fk
zd;3O60kcd8%9_7$(S^UUFPtPU9S>7e8TV^_=Io&MRNZn;W3s%BuYXcbV1H!GtIMbn
zFjNN>OfKu&f8oZ!9|A0FaZw0be?MjsEB6qI{(3r8Eoz0yJiGjqCKBR&+PgTY=@xp(
zw{q=8DOh3cW(ZBYRP+;oQLgKV={=wM!Tcuz8tzt*i?H)=*>A0H3kK_(<9H6d`<-`<
z@tqk01M68d+XMRhFg99Qn2F~lc9X|Dr)_adklYgCWhduLNiRfBP6nFlOcYOQFF8UI
zi?5jVYMOb$VyPx$w`qgCxHHRIo5`8nhMIl8pg@h89BIgh>XKDENGp6C$}k?AqHY!7
zdj%TKPvB7cSOT>GC#FCPAku0a2K5ZI#Jf2FT1;suad19r0d1g3PiRiE_tlGkrpx8I
zg9Pp*n8IgX@QXkF2_ANI&}l+&QR8h-Qjos7&1t0a(m8s%`VCxwjJyr(@kz_(#x#jL
zcu`*z_wNj(lJD1uCr{arcaqj?Mbcqqc2e%`wH=Cb5+io0k}f3|c_)*vF)AnhPa+)g
zBm*5uX6x1*EcuzG5jy8h6SOKMsw0!i5!m^kQ7&FEaC{`na<L($3`G>1zLt#|hmoq4
zP<0lb*SaUcCmz2vvFHWJfLPp1R!8^~NB<5ajZPVa_};XUosDQ26(7_YRN`6dLaQkS
z3Jpr8Eq^EQV<yALlXwtbNv&+3;t9W(zJHI>ntXWdm*S`G+q<u`-xN+UtjlHx9M)z|
z|2AlzcnG%HIz;*Nq!ey`)3}(s#P8ia$k?Y*myQ;ZY>u5WINU3#8Mn3&sQn2Dn9Whn
zKqt^4U(SO5)WP!6nQxEdw9{J{wnkxB*WnVFiQO-JdaVg<$;{jzI=-nlnbjVS#Y*F6
zIe17oBcnKWRO{n*<SZ(Zo&ia|1r{d>2zD;hOnmI4YWlE^zYEw}43s_lZoPfU-8%;B
zv2Ryq*{rv2nU-Ap(dHdb_xF+!<a#vvpfLineIHm$RjE`*GnN=6WC`k5#wM<geIzJD
z<i*C#H)p-QEi*m`&p$fM7@qG5_|r&)_l{<MVdDL{o;AB-<V0!skxDPjzr1Ch%MmcY
zq})NeeyeR}Cu6HsXdwIUF9WhE&~-bDO7hgEc}b-F07*c^!S3NziF~x(oCS&2e!+`r
zaP5@5FD0fVqrXI+zTVXx^<IDV?wCAfRS~6qh&}J{^10KYc^s==FqTjl$7M5sbjA5E
z+_(O*IQ&;xa_A2MvPs^`*fvNRMamL8R$AOHH=70rrzQKija}#ERlse!Ut+V_DfrfJ
zJLY|wBGY9f)en^|YCykaoHExdSFZ(Y86K%7Z$X7kUe%Z&R)rq9EwkN`G#NaB(W=wx
z5(4%42V)!8z;gKA((XY+x$Vw>%?~U54GA)5gSq2!4trqvWFfyy)`%+D-Ky8OQPk^`
zbr>*CFTHyfkiZHrXveWtD;+|Ya1VOa1n?bAGkI1Bil^;X0{<zUOpq6%Sew*bmvrI$
z>ecKsWf9`N{WNESyj#$7J-JZ0Vet#kxf$o5%>dW(>YKOy&IZbndH4fdk;~&BNcxU;
zE9DH)K~k!%dZVl@I1o$u(t?r%0oey$;)K!EkQ_;p<iTG##`XJw7s>=r+Ac=ieb-rT
zIorz+f95J!FgRXOD8kkdpPMJspu{yrbH>JeD?tIO(Q=a<bvUZai|c#48qKkc5JuYr
zq^Y7#LDUNf7VV`lM`gCo{-m8z_!?_X=-Z7A-<I?4dM6(@asm7Kx}%eAC*g_@PvPM5
z(`SoW&xh`<V^va~oBGA`#nQpd#uU2^9YshuZ4SVrscHt!eBJKpF)-P95P`)c^;Xi0
z!CNAo2b&=!nqS=a>&qh(Ym0Ag`KOvVR8qn4aop?l(5722lKh;3m#_RU7v>-P1u$99
z)BfEu?9e{Cw)O9biA%r*Fj)v(HYGg50y0jqbn)}HFIEz>&q+COR;j;CJ2|A%5JK@g
z#0egHP{!Au?-iY&b_LJp*x;3>wuG3BhSEM7ivp$Rq2v~-GuEB<0<Q7~DfRKXv>#w~
z0$}yK$bxZN8$6c;2nWDnP(W?0=-9GdQu^B&=X1xD76JKW-N`+RCM`C)?2abGsyS79
z_il>3KCv&=v%&x=hp7ZPNmw;D?&GT4jJ7qla^TxNyr#8ruXzDtyHfLfg$c$HXT_8Q
z*+W~0NK267R)6Tn@Syr1ZyzFledwK+L>XMH!pjW!s=yN`OKhpG$P3zAc!`=Lj#X}X
zTljtBHR_GbpShXY%wve|Q~SOk3udac#<IAjTCL*=v>}J`dF5aWLAHf3AT@L5IAuRR
zf2qr#%-7OO;WcjtF`8nl=04__o2w$OVhY?sgp2|uK2BaZCH-TS`QF0djk}$-(kHAD
z#1Mo<*&z`u`@b>>?f;obB4i)4GT%7DZku*RLbYbTreEAwnk*P2k9Nlo{mfiUevW82
z2a^GxI8jNx<imL}*c#B+Nq?d8gFOLA3y04SQn3;$zs7EYnt5}s&L$Xn=U6c<RjF28
zyR>!|TsBE)BPg>T4#)llArlxb|Fq3{LG)1P_Aor0`!~+4HyN3jau5I|r`F@$C^yTy
z`BP7;!YN)%veUZXrd@=SKX_n407#ai>kEDIWxjrXbo~kZEjQd~3>YH5?I!sa{|=re
zMT>(FBFoX}`Ykb8e%)>9dl2Bn=h#GFOWAb6ltbVLey=s`ZTJFfuBRnQJ#KkENl?lR
zrb}Dcr$lvxTsB2#Fj7jqORLWK;UWi6^0|ivHRHC<*mH#*r9xVEc>tV~V9Ec+A|lc~
z0k^g{owXlOUT`v`GiD@WZj}%^BcGR;4KFm2)|8-wq{vxtkV&13B)YfQ+1N5oWL8eQ
z?@pu?+C=h_K=<$AINUxsQe+EFz1ET9ry%dB9fR>=Mnj(8{{e9G?~<#b(xDE9lCg_(
z-UA+LdWwG-ArUqt+ja1`LN(U{goR(txqA><w_;E4{A_6pS@)XbZr9Q1uATVXn0W0&
zfur)idW)Yy4=&FGO~C%6+&h3_&q`I_G1{B;bc?x`(rV5xek=dJrz!s!Mhpd*!%fd_
z9mE18m=SnL$OnN(9esa<+iGl}T8bDJ>*zG|?>V;s=*srh*x&EdASFW6)5y;_;q!TV
zO|2)gP&Xy5Kg5jJ6vo0Q4yvsOIO-X6*W<J}Q}1Wox?avTlh*S!lpr{%`oy$ibXFEU
zvLFo!LM;65AWZK+s5OVhQ#MUkPB?lRSW^!Ugp$I==&qTsA~)S3!*d9h(6&dfV6xA$
z1fD-Oo=;rlTWo{qQ+K4O#XUhEHO9ZKbbfr)YjlGb(@MoB`=js?yW<mLHT+1PLajkf
zi&12M7y#?2se%}YN5L%g#k4VL&tE8Uz1G)nS<Y|uH|m(acqeeFWyy&lA<gG!k4wvq
zl~|9%Ls9R-fwrh7H2`XV`kC<MnQcUP2cXoTpA<P?d5n)^Ym^r`Q3`;}i=)HmpdLM~
zk=XCN{Ix^}(_jSJYY75aoQ0$>rCk&&N`WnDzemUo=uOUb=x<#TjgTq?&i)6eF3*r{
z2$C%shVC*1Zjdr3j-#Ng5b`sbh4G@4;Fs!NvF-+vBtTRlaF||?WIjn6p|)S<)Gggi
z4}OM{y0VIsiU`y&D2W{rkZI8<W4H8q@4#i;XCu<&{|sjS-vQ14?CJ8;0&yDZos3f1
zQHfY&lt!qn`tAGHh7!(*(HHI>?=b5L)hPEX+n=(7Fo6aCmnyL#fuBe%YVWbIi4_Le
z6yv;T3f#RUK-2a*a2VWHau9ztow|Uvm?NdYD3YBr9~Tev%>oUQYF4_9=U)#-;jZv3
zWT(2IuXY7#I*dU>3P_1YJ^wb^J|n>;vM;PA{sa8cal8A}<rY5@*6l6zUg!<(8w``a
z#}5Q1hTTv3iD>6VqW{{7mTb1{(77;LQOG5HVp0ABa0b*N%Ix%fL__*ACr{{X_~L7B
zzc3oQI%{AplwE!(x=eaa?7ub(*TT<xRTrH6Yk5rGSMq9%_kSTIDdY#ozy1$Gl1P>F
zA3$DU|8j8VwM~~$c0EZ+%y=6YlVW}RHS;`5)A>+UQg_Vy_5y)Y0wYXM48B?m-%F85
z;bQJlOjcE9y1Zv!$Z=lVIL)y;Tah9KB7%`VboFC~|L=$_O;CH^$;i)$JvLKjAzd1J
zx9GOMQ1PW`yD5qY^fQ+87}26i25=27Vf)&aHTi%jzgmz_FVgy$jZZ))Vsm~O1jMOv
z4iIA}de2j`H(6g|mn=7&m?UU2PbGH#-u1!&YAYQlU!Px`&-w)m=_j#48%_&~1HUP|
z0a4dG)Dfv;yMsfy<h@f3<$Me5#D1H$Of|XT?viQbQrj{{0I#PM&u)TOMh1(Paqr(7
z-8(wW`fq(ijPBivE$WN{9jPRRM><?o#(VVk+~n_3Bkg(gQV$KKgXU6S&U<qSXj2F8
ztTk3G8%;(N6kv&#@Ib6f2IBJ~d1Dn{Uu?_;4lwkhbt&*eEhZTM9~r#bv*Yh-;O~b|
zQ0Ee6H|=nBc@wZSfpsI63!IbzCQlm(TFThg<jM72IAv1OkCp$RuAA0++Qh7Y!Q>V&
zS#cNMS@;}Q`})L0W4c58QH&N0(&RVEMq_FZ4(XWf1_P-wAT|5uBZDmF$f=5~(IBQf
zw?f>1$c~hEZlv5^r#OThp4(HhLjfsrT^apC2roG5j(QMaM1>s-ywL8345oPN3;=}B
zjhB^VN)?x6hztae)RCdU6p-ZsFncz{Nm-r_h#N?a2^NO=%=K9^Y42ePh*M^?$Oh*V
zRekT88Pb{=NP25Q_&&U5rAnb;)gwZ7k*>t8?0RK$_wuI{(c95O|B%7#N9tfG=wxX0
z)M3atCy3+ok4w}e(p)((uk|7W*;kk+ZqIDsJCY<Ij_b#@LOC*C2w{Dpc}XCNBIHMo
z(qBCiw8U74vemb)^d(>nWu>$I<9r9_cD+2jl)u7<vp!eRR~ZW&x5f%+IMgnmd9@ZV
z#zqXQrgn*vy5P(M)saywX7w+-BD1nBn+zzgN8P9(ho(*Ki+JzZ`_}-etC*F7lDvVE
zpTWur+`?KR`79C6`6UbprTLNfZv^=zu3eawT7d@%Y)&ASa)9MrF*b?g(04SE>R+I1
zVLxvvo@dy{&R6Tbfq@|-yGTUV4~tbbweJetP)!T7Me5+&w->s6LixD{YdRDs2Y;=V
z%o-w3XSNlXT&rP+jd#xV<HODWA9kx+N{sFK<|pdgHo?kR%{5A^Hls7vz&H6)^<qB+
zR@>Kbb8p`s0MiB;*-w8OuiqKcff^TjFQ#H~s-GJIigxI9T&WKj;++}3I&T+cJda+H
z%|EC8vnEdR!vCw>Nq@6UalFt8)IU6a=#g9#_*fN3esii8C;n?_u2mKlZ}stJloORC
zG{ZpI(B&!^;pvc`GD~PD;qv;MHp++z%x<Dvp*CN2=aD5s?~^t-5IH_}+eVhBTgH)+
z#7~RQ*y;m16(LO=nG(d&ZM?Z$U;D!irQpVAyWRK6^7)3VP3J%sCqB^*v|{Botn@`2
zXk9%!pXS^qOQ5sg5@k`hWDd1)oiAc9a;Ipbulr7c5~4vnqt25VEybcLr`R76!X&de
zhLbFUM#~h-HYHW$rLDJEni0LcmbSZpzQig=k{!1)UPAlt7CH_`C&PsHsJWH!OapL{
z80VjM;B466u!v!A%)}H*b=d|!*JDY#@?oLm)RR<bl#r65Mi4Wpa3Gx&RM<bkVn1!Y
zd=^?P!z{PVT2u|flK7Uvq4%9UW(1_3r8+9@)EW1+xsqO33|4B1Ws;Z#${$s>#2$^H
z#YB<>I5=a_zLR2rY2e*~#{T(DRuQwWQK%_}cv`%RmXjg2oKYWPE>c6)smu;@#hhfv
zQpK)q6g@IfN2=0$veokyZ?LsdD1)Wc7mQh{N*9bxoPbraefEH;L+B8B4$ql|eKII=
zN;lA!!q`|R2&rSpC8lVD*ry})#>sS7sOx$M&eV`z0A*_9a6oObE?`ze!!LDbpk*6R
z37H0?Kf1`FktVR3!Zq&Hi(&SD=dS+&fGZG6<sy89*U}z_Z~L|2li>{(VDVs{b}<kW
zT|hqW$5uBhB!<GMR-=VCoX=JrHa*`1{Ri8u0~mEvA1F7;4K5FG=D9LH-s|;EfPS<Y
zr(4c%-jKY3SdB4{i$+rIC@QrL>mU?Tv~<GFZtigM^U*bK=G@<NuY__DxIOg*mI4y`
z;x#(V`@0{vM;~1jpfW;r4qKj)1)P3WkKYdQYG!?2Gw+jGVF!&(Y3~Sm&>64d6AU{1
zd^1`5ZRzPqWQwa9M6d2|n$fYPc+mk-=VR&)-{#{?a1I^t>Yu}Z2B*QC>g+{)KP%Um
zyyGLbVtW|35PqT?f`M`6cT8yqfJc|mv_SNMu?HHi^X*MEUih6--M<9|Z`5YQJ)d1b
zQY%|uY-0v6J3bG5>%)7?fI#>ixBYzmy>6`YD4OY3f9*ba_s9bSHKb5+J?z|q;D`f9
zRTB8`c;h3S@VqcOuc_*t8kowLc1lVELy!)0GYL2GBjI$QQ%)qDDx3>SiSK!STs{Yk
zV4>Fu|9~Qh8K{2~#DMWJOU1|E|A5X^1JFXAA$Zig{g)^?0e$MbgGkq}knoU(6+gO7
zQ0B%7-%UHI37B4O)8}{9>6x}VH&YzS{&`cBS&6RR#KqoJc`P4|xOS6v!*<+773w7?
z)g?Mb?<)NdZ5Iqe)4F)ZFr4hzmb!g*sZqG(2!}>Knqr!`>+VQAJ9Y}cjWqb3-4^o~
z>)C!&JN3S)Jf#~ut@7KM0!V^Dl12$MZ`eYBJG*7l1<x842GC_uFVV`gftnp@6km+G
zFD{6k`(*Q%Tcb^IFanUl)oAVk4TOvrwHm~GS}c$TTV-|DQe(+CDK_|%Dc}`jffA0d
z`o`nlj!&QGv+DO3S0cnB{jywM#kV^d`#>(#{*);)y~!4Qqa)H;#Dmq}bbCGd1<X^_
zKd|80_AimRyB$Wv7L4{Y<+xmFVzc7AoAkvG=`Z>fE&7%AZMi(5(5Tp$R4<OUi5If|
zw8iG^pDKbBsC_E<#NBWhx==(~eE!FUfhVs?(e?gse7&a_L_;8k>K<}a+(fv{kAo-m
zDQ}G2Xs~54EyAqe7oLwK#cyH|M0v>cwLQlTB@jPVZwP?{wz@`z#J+s$a3G;QF-z6U
zmB)xN+wDtgydy6dMuo`@i>}*=J|cb_RxN!bXOFtTk8+d76M`QU3~-!|lPc9>TE3Kj
z{N_PpJj%KkgcqD?=-a#`f8?~EI?Ki!90sZ|)gKq8X4<vZb#(+gL<roSZx4U!u|}Dc
z{{8&o7G*)N{nj!d?!}A{4|Q1B5-_@2$hhhrO)|1&7MiI*WYT<5ee~or)QXx<xc_%!
z>$Ne=LM!@sNIt4mlqP9{=Z6UcwVQWb!BgFB0ydx{be(_`DF81op!eF<t~nklw-irF
zH|opmOpN320u@9K<QLXg{H=sFJ3DgoZ1mMvzmLnpZ?SXklaSGdULjL;LS1VX4Fi1#
z8$kjB5e^&3j&8yS>?1O@V(S4le%Pg(y0G0GciumIgnE!B`D(0WEa~5Y=zS^9#xm*(
z>hjV|V1rz?BS3V$s(aFb!hrMg(W5Z<q^JVJS=pUpbyv&e`FG4judpE#vAm9AIwXpu
zthEI8bjZ<N;tI!dm`ku_!(qz2TcD&mpP9_9?<^5cyw~rm0`()eWfxzs|NVDJ85ZXK
ztu5TPKT>uF7IXbr5*Wb)m8h2#PAuDzJg2fpqL2G?u}At#5!|=OsK>jPX_0^%;YSLx
z&u5Xk`VQxEK6In{8}#Km*^nd^n}sET(XdazBHp#3>XO}-L!&@=DG&>V3euBzv|oPk
zkzd5ezLqD>rKRb^BuCM5Ro^P@4-;356piqTN?PovU1{Q4OtYsJ2pX|^GMOc7H7grn
z-_qifMo@ktE-`U>Nn;>tAc}6F!>7wI<@moqQS<<m$H5~A(#UwR&dufV1K@H<;y7d9
z;4V|wI8otiIiB@<9QmlLh{h~ly5pZ)AE~~Z^^{dFVP<Ck2l!Sb84uOy#xSVQFOQDr
zV&N>6ccGFSq#k41;7Kx6(qa5VB9x@T^IJM|1P6|78CPOXD<{Z;xAw?%YjjKS`8N9Y
z_+(+RkmVEu`Bq=<6eBz!CuxXM`nw>0uR3c?8BuBq$!L}WM;B$k#Z(o>W)zQu1D^PY
z{^Za%p>x`*GqdC6@h>$`crWn*Cg)!kHTfbrzohe@YEuZg9&qDx-L5OiovOSUu&8YD
z7%qDa-XaIDVg+eIs1g`jJ4rSvk$p$WZJ?!vb4n@N;zd1Toc@F_$=CcpyX}7$ge<oi
zJ2>D{)LaW_P39?;J7UiJQ)e>0i5Zx+Am=;M>RZUC2zBHnT$o00z~(E3mY(UOR2$c`
zh_qvC$bE)7m{NL`)>QZ`)Ab|Bz$6SILRP-O<DvbYlegc6zL3~%>GG9qQ3Dh6#}l~z
zl;(aSOj5;8qBBWhCq*}vQu2_ku7NYgj-h`|IXc0v;3<=?!Tx#(F^_Pw2rku;#3gVE
zbD{ltt(^F4>hqf?)|ZqT17vM%ZNDtPpW~aO_MyMfKi5&?6!jgvWf3-?=qov_)&=+N
zk0|9&=AJN(kR@;vbys&)S1nngq_-?G)#4NO5w}2MTfcg1vKvIewDQL_8j6S#bQ<z2
z@R19741X}tvfQII1_ZCa6fVDe_HZ0MZJq4bbng3d<S<V9X|uZGIZ~rcJcg=1*w1pN
zAmlH;+t1RD{+6{rOZHm5i}$ud-zF<UJkT-7ll?N3>s&}>iH`!eZMyvW6VHWaDJoDM
z!_5MIWm(YtX)ew$gu$^u;8Y79z_5%ZhfFanRDn5`G6U;1<v)Pc-7-(5GE$Ha$@Z%3
zWP$>np+w#Dx9Z$XJ#)g~(T$^$x=50eX>A@oF5(8o6s`$n0wz|X&>2vcHRsaj6TxK*
zwpF_&k)i5I>sm|lQeU6Y>Ydq(Jti@ZI(q6&8xKAbJ0<CLar!XD{E7r_(?VCf{;JmT
z2f?9qird^L239|&Mou%GO!{68O-<tJbK7=;<x49Z<+22EKYk7|QPN(E^v@yj&>t(C
z(?YPYuo{DW77f=uTDp&-j;G6F^*5YLq%_}`l}c5%49m3fWN3~tMb~9YkGAm|DAd||
zX1V5G;YUhtN1G*NGsR*>=37s1SJ>kt7KNVmnHMU5pOAW~`h3`QaWAO<&=|hf27cU1
zfWWgLWd|a4N}n6L<|6la8-FN8+*~d5&+%W`K>v{t>t6kgzeZ7RTl;8nEBd7CJh`m0
zgiaBowpD8@)EBmbw2h55CR_TT6HSs2G>tDg@nO@_c^YMepldtarN}Uh@G^{@p3!Z|
zC6t4-q~X|gy5AiP)AVsXTDZ5;K3~SW+((hICfHNc6R7^_pDM+%<;jyrl|nfZ8Tdu!
zgJZB>x}g#~eUd1WIa5{V!j9)jURII{pSTez$2ii=-$t4(ZKNLRkKMq;M;8^zi!3QP
zK=P_hD7gY66<yH@butZMN|V6Zd3u}=#Dv=(KDsN@57=vH^8X<7&|7)6Dr|~r8@S)n
zLv$MZl1Q44x{Qq}x0nC1rC_;9$0GPzKi<0Ud7<cG{h`bL{PT5$1>`qUm&VvgM5E+B
zN*BjQTOa8*KPT5|`4DtjAoxl^9MAjMS0%Cs2Rma@^Q(}XR|`!=t0>|2PN`|H<x<3g
z&zWJnpaZ!O8EDYLLXNks=RD<R@8e`)%uw(msdzElUov4?i$dMrvwQaFIsqR&^7;1g
zaDad$I>OaGrn$!NtA#u-stqPj(61V*(wZ0A{rrwz7%Q1`^p3K}WqxvUXtM6U(R_eK
ztVFQ0XefET@{x!f62k_0Ytyl_x_&?vlP$D9>`6|QDWRofU}Ez+(v^ia?8lQK%3W@q
zCi59-XlcSN<RGG5N8_9iz~R$pmS^W_XZ@Tfqd%}DMQ3SOZR#%)linB;nl|7_;-hcj
z8e4%W+7XRFSNZ0AbzpF>LCs=<K@^yK4g0>ED^<TMpC`sVP0bM-dta!PPS(eHrc)GD
z3_Vnfd~3cm-v#%%OZS1hps|LZ2Pg*<kDt|D5EDymdm6wXw_fXaMkPEv#fM1M@%Y8D
z4|?)$wP0)ke9FMffl}{Wje5?;;&?he>^ctnoqS|0K~^AOaNsjk<n!2h<K41Xm^ByQ
zllZ0)Z9(N=4eNOG<Hb>ldR*w22h0?(fO!EsV`&8h2^s{m07L$@B-6Kfs?;<`H#KtU
zP>NHX;g|Lq<*_93M58y06hLACp?rLVe-Dz#s{O10-eOgahbCMeHKewDWc3ZvZk3P0
zfcg4&3@KeK!pPdAG)=z^IVnc^#BwXm4-;m**P5_n3#vqjq$2*zYZpqx<l5*%W+Lo9
zy9d>{By`%K7V&hyl2TEm91L0C8ZVpuWSDnu!gjt-<0$aZ`Ta?#I^nyBG_&;r7^o!A
zs`j*SoqiIjhVm+3$f_RfJqHZZr3J$LJrNnzqY|cm*e1s&el#cT?2>!a1rb9{=nMXL
zn5zoO-BXSf#}ryfDB(4z&$=t6*Oyee1DapZ&I>|4tOStwqZwOv`h&a_EE#+8<~F}_
z&LDb0X|F=1sH<Cpog13<bEvTaCV#l3P?6cf5%W#iVF|}92E<*3<|^gm1;WpcMqTcL
z*rBezom_HTzx|&mm}+YptQdoG#K*BEf6#H>T8#bTlO_BQF#anEu1F}ekgQwlf<3}A
z%*1M5XvXNQcqk{a#GFiOS#63*{;ta@Y%-u-)o;lb3b#^KWPVGAoN4*h9&<5w;Cu5}
z6~bjFDb5A0o1o(GNo9R_6OQ#VC#|g{l)wc*Lt&9yBxVHc{)jch&yB2&i&o+ru~GZN
zT?b)$St@b=Fx)$$3e3-x#qpIJ`nmikO(kM}7@Wl6+Z_rVQ^QGeb0uu=e$#@qJef}-
zKfk6my0q_q{IkLuaHQWYQ593efMJ5yaJ`=H@JCyUFU~Nmio3~4j&DTA^q~z@;5wV<
zW%}K@8}LU{b$WtfYCaqGU_O^WGj3`x`q`j>weKEwwh3Iu`a0o|7{C5zJ#~(7H@>KM
z{-5Ko^Pg~|fshw}mo!1#%0l@R@l;!=Ohkn8S6Qn5e&pyIXU9RVSsk*4?#60)@!`qw
z-Q<}8b}(&d<Bk{8kg-fU_m1DxlreN5Or~R?{f<JATY6yR@>OOBn5*b>BOFmpwe!i8
z*d*}C^Z!JzA?D8ECLRQ&EU1LPudf$=!ec3`{W4#>gckp7zDxM#hUo3(NylF{ImuuD
z58%lD{fjFxiH;De6y1LSi|Ypu9F6f$Z3cix3Ts4SkhdYsd?LLQVFZsa{BSV_4^h;M
zIYD+BKN0la$s_2gUdno4(kneI!M9<Cx`Mv+$c{|#0z5|R_0FpqFWC;|HKG_(wcac0
zO+Wpcokw$nQ^o>-jV1vR+TQ4{w=1W&KmZL}v+IM4Mtq+p@f4G(+hKK!97s|bYN?`n
zmU&WQ%O=kN$i)QS$zbM>mJ{IX#Y-vi5~U;R021c!%uBi=NOlF#U=#3S?sM*F%8?l>
z=1TXac&*$cje!zdhILJ1-;8#pO%O2Y?&js&O6DKtM$+UtKf6Nv6IeHkVhIr8FV*da
zNHUO-F*L@N%6m}DjaX9qb6z)APsI)Uz6J=z0zB6jDz&X?kGD@oG)*VS*Ex-X*?-ZW
zh4rAlcRPFU?fg$u{!76`X9u4iCNS5mKjsC!lTzs2Jbsvyk;{9Sla*P`N||gd{$D@A
zC=GgTk&Lvfnv0;y3ton(iY+GL<V_T|N=*e)Dh}a>(;Um^b05Sqpuq7JF<x&{=tkjv
z>x8_&@yd-mv3UbHp!w^`rBxqw!oH2{i*A-hLgqygc=A4Gi;nT}`^M(u*Q>xF{)fl=
z9{GBFqg})?OM>|3{&xU~8`j5(08=(Qf4xB^lEHDGnU51kysrs_*R5|jbyPj{k7+D1
z@s-4bSnm=WfN@(eyy3RzenmpLnxvl#`KTOLHf*R-b*^O>himdU47|enab>HYbgFu-
z^4J~83A3f!Y+Xg=m>VrvWa@PAcbNFP**%f!on;+ki2gdcGZ}tmAFW<xEs#0WiG|zy
zh-9PevBf5QsAc$JVKH$_uS!pzhthAJz-Z9oK`RK|QADI|Gw?)`=&rCD#24CqY6+tq
zQ)>C7m|7Zv`W{i{g{7*c!Cb%)+M+ZKHra`8&s996+-0va7C-hX2aRU1$nh2^!mCac
zrDJt;mn4O}nq9`cbMUNpV3(umrAiQsd0M$hD+Uz!L0p2ca5J;2sTbEngAkgD${Mq!
z>Tmn96nO&6ZMk5kR`4sGd5b8_h)#uoo#$+S=VxT#d1a!LQGIxfY&&&KUPqWIbMgjX
zY4A=m$#}L-h=3KASTd?$BKs$l$eEx5_4mc&07H>@;Z-z$)XZ6({{SS_BE6r~ee*zE
z-YOn1W2#6J#>SJ~{ju+=IdG`1y>@5R$cF1-hrpnI!u~go7qdhqs1Br9pw_jgw1-0k
z=>AnTpCnW?wA!V!^PJw_1$)fW$<XUNuydp4WBbP}9c+m1T@Y*cvd1)o{kNOv@P~UD
z645*br^3W)hyMV~bQ*}?T$Yeq1Op+x#8Ng@U_Hvp5Ot~GJ!fsBYK(rh{|_KB%EV&j
z^r7=HGz`%`H}a*X?eS*koOIZ!`tG^vB21PLzs>0J+hq`g4B@A=6aOro9IM964ySE0
z83{F)n<Iy!bRsbz@gUC*QVK9?T&j7Np-tck#ph|8i0-kef}Tzfk{$$!cMonJ2b-V}
zZE&KY%G3D|tmx1@kNi0P55T|qh<Hqfc~p1BUXV)>eGeE<<_#ja)}k>zlh}dT8=diS
zdediG?Fb?u-=G)gll@1r>VSww;~R3Eq8jJ>PNot>xH9>Iqw&|2h4oSXUC{52h3HIH
zi7R~)k$|0OHxHVxX;m{<QOq0b4~~dToVBYiR#BO!t|o~XfvlV5L$Jc?PX|OZa=HK}
zU0ImMumEN2)4J0_zDD+`=S*fH1u796z4Tq(i%z(i;3yE0mz?mkDT#9eGo(1w$xztO
zzf9h3*zudwg`cTrjhENe;pL1qGWdYMGgb~2=C4NN!fqkO0){4-5MoD&Z~=tHQ0;e3
zyvsKZa?^<%pQjk;9=(c4FczfUMVB!fxIW!@qb`|{M@a{z3s0c#{MOSEM)gwNsAgdM
zp8OWrAIV0X0i5i&(j501Q;sTj_zq;|HZ@>h`H(M)8OMDg{@j2?Ww9VmUcsutX}PxS
zi`L;(MvOfSffkhLfv}*nGGee;aKlobed#l!_N&=uM6z_qet8Lq_HS?0SaCyO-Mie&
zlH;?HI3>uhO=62zD)({u<{A?eYd}3`-}sXQi-X_HB^LBz`LH4})#P`fGw7*zRD(}c
z_vhhzCR9Cx*?FjXc3^)w^PWVXbD#o-u!i3Fse|n$_DEoehLTw+v^LgbmLbqX<X1`*
zPa3jh$9dVmKM!sz`AW|Y5+wTDN<lN|X@(+&wqRCb;x{10C24t_am+cxY_w!P9qmnx
z-JMNSC->G;?UV%H76U~Pknr%m0wNTK>6aAd`H{HMwL#$a4WjfXM@1P?8K;=d{t}<Y
z1>{c_n&z*&Bwrd;OVJdTlABFGf`E4ugk|i<mj`(OR^;c~g!wR~M%=Y;_ot59HNp5u
z440bFI^V~bn7hXTlmAgI5gVO6{Q?3r_@67I|J~#nC}gEjmB7y6{k`S;#tLGj&eo-K
zC()Sf^<LJW$SQ>k`){!^WOi?ECNAW}vjUPTRsWaGBi1)Xz$ZkOQ(OEx?rYN-il@s8
zs%USZn~K?MTW9zuTcX-n12!(K_6J|MSs+%U`osybNN2G}QosKSqAgWW3FF6!dwiT#
zj^lRS%K@`M!EZ5SelzI&uw>xV{EhxVU8iLieztjKut2_9Vxm;q7h9n?0xxN%jZlka
zgBrxg!f<NIyDth|q1jR@?jb^|oL*$WMZIw&(a&f@Hrx!kidziYp!W&Ptwg-EfJ*4k
z5V3?<SoQ7?<S*Wcc*B0zStu=WX^<o<ZNVgp@)SVN>LMg?M_0v^b%Dsr+oMOPo{0VG
zsbQz}H$&_W|BJ5?b6!%4pJC&b)7S(L({P%SfO*6)PZ2~7GL>_$a3lacg0WS6!3F{_
zS^XrEAN|be27~PFzY22bQ`Aw*43hnJ#qnT&e$Gh(5GIQLqMK}4Ia>I^0+bL0004Jk
zmjNzzajclmN<RW0GbA|iDE{Tb(5_onv^-}Nd~W8k77V>grHK0vu&#chrct<=5;QkE
zDFfrL{yohBL*WLoIz-twMH37Rcv*uNYK%M|uYU=F&Bp%BtP?}!h7a)pc&G{}#oo-I
zRkn}dGnBoWjWBZ+PNVk6eiFQj%d4R1%gM3GV1Sg%@j|)|10LFzB#L}8bI>-Aj5oOX
zNez`y%KZPcUjAp@5TOk>cKA1X2NpidqLjJb+x;2YMWf8)tgAw<K(&D6l%>bExc`HP
z*znRqg#GyefkP=_Q7q8pxw+|?#a6|&WmBDwKP;>*0`ja@vw^ZC74AftCGNyJw{=Gi
zs35E&g@!b)<TApeKW8X1Z!|d+{FY-<bz4p?i_Upzlq~NsxQ5A(<T=17Jk=oiED7!e
zI@jsM@%k|}Nz~w|F%(uqS)}BjaV^%rU!x3SNj24!6yu!}6yI2Jqb@6^AGe?%jaAlw
z8|LaJz;nEc)c}N5WfWk5#7@hMd-mYyRI&Xoj~jHur1~n_qtT2z$)BtqIto@zQPaqN
z2Vy2B)Eq|;bFHY+i;HjMW+5zCai1BLA0qdZll4;zne#E|Tj4)#!80_>rf6C7zt3h0
ztAI#nRyXt5f)zlWcT5Q_PeseMj9OX~^3waoKy>2iVaXZ*YBqpPcW^#RGC?#^lm<`i
zv}o`>D(NqOznRU;NjNjz_(#sMBhvzWkEZr}{5Wr5Fcq%z28Ng6MJX|o%UG3!*4+&v
z4ngv*V3zmjjIe%Kj5Xp~x?&-f4$~EH)q0>)jZ2E`ES@Th7G2IfLMNIoh|oesUSsJC
z!(IM_{nae7?!=cbc9_4lC_=WFHCCyMM~bzq`i{ol0uXk7766`PYY**+B=^8pjA}j{
zw-jwUTc`Qrs)dt?lKpQ|_|q@G^rA{Barczje~9`m#gR9}0f;WC=SZw)8<7IAvlQwl
zo;oxMQG(dFH|4G(z8)VEIO0hY?v6C}Fm-{Gv0F=IQo;zjrkMd5`MW7QFM5(LyQUDo
zZ0juk^{8}qY6+Np7gD>A1#G(H<z0kd*4q^szRm)z)`0(_9xrfy^^ifyLRj7qw%CC!
zXl+<jKc+~&sr-XVh$MPQoQ+A=1VSuX!a%n-m<YWHXgsE4BH5*H?37di4F2w@>q^7f
z!iou__`UqQYxg)^ifse9vW}s9CQHPCK;fhyh*KtOBC_SHEl-ThUnD@Noo_oLa4CB7
zd8l}Q>~9Zq_Gv)YE-8!Z;`6KOJuu6_+4)NBYd%R_O?XuJJ1Uu;PY*QkkF8y)LqX*E
zh*5Xk#YKpe-o$$k)9k>{qa@IQ%0B<Bv2FYyEL4jml!8I6Ox`^>vH|xcY5==?D1zkr
z*cBT-=H(+=LoIshMivyv$Y_G2IDYJ7k@WFj0xpfz<itAM03>Vu?(bxgbs&vP@!LH!
zzuwgk{RSTW-b|Pml~fXBLzj;a-u^Ul%2>%Qb@JydpIbN-;Z_;qzSAi@=3^-WrqjX1
z+}c&2@jg}36KQ2&ldyC)*v=WeS59Dc;6TV%t1>!+d~by(fPBbc02}<UGj9nJPx<)E
z2l2A-xzDPM-XI^C!vzRnya4dD(JZRe7_r@64!N&V^un+$<WE?ee^8|<x7>T-Z@Mw%
z$}W$Vmwt8-)4fuiDm1m!(jXZ_*T@m@tvVE3q*-cO@><#tC6()itC!se)n>2^HkT16
zfxH_Tt6>@u5sFdp+3@6|!kj{Bn_U12?`)-m?6XA8`jT5%N5~UTl6>iV9-%s-6czP;
zZy1Q(BRRnt9-KLEn`x4us4XDJ7pq2>DGwr67tbwpKZ|_weQD<URcnm*dlR3sD0l0Z
zeY->0cv7E`fOD%qWdT&n>XMO<p`4u$3JOZK!8Rz+)O?GBnV+ft(03?09bhZQd)s|W
zP~$l8N>>#9$c~Hu{<WaZc(x<6%ho~UH$|6JK1$hik=j-?IlIGWbx($bo44jq^tC=X
zHTui!t;}uKone*!bY)%>xU)nm7{OnDEv?F%t<66U&AM27=f4f=vX`K7HYC8@Oh+&O
zmRT2lAEBWWN)xE6sZgTzK6q+tR+FFfzLtU2)aH$jjg`78os|WT{jy#N93koFJfA5r
z=!Aapk9OLB{A}$5-R`8l{eh@8Aa${1E_aK#jQHEh5~(bSgNQwH1u=nL83IQV1K}{<
zVp3uit($!st4EF#wG#q!F0rhVNTG2B>SryUW{P_Mgm4FLXeL!lBuSc5)ED=T9g(t}
zIUM~hs>+q3dLKKYdVQ5yb#@1GHo>n2ip>o-m|V6Wo0|txX@g|US1vycylO?Jd0YgN
zO=Dim&0ooaq#`J2%0(ACS@ZX(KE<lN%@i&N6{+$qJ=1JlMoCV^#AQm-MuDJ%1u@I9
zem+|<WErwvzrz}r<c9b^pyqC7G+nP%)hjDoPBvDYEsXNKVat$opn85jc~zMfPQv$*
z*ji)L`Ao3!E`}}%Nt1Yo)sP$uE$Emj#l4sT14$jKbk#x>-i$k(xuNoFNLe_g+5Fh4
z?H9#i5q~dn;O)Zhys#if!F^R2@u%i_a+HIkGB}c%TUm8Sxb^jC{1>?QX!BS~j48=G
z#ggwJsJUmtjdim-GcAwJbS)MVxHvhk%G>UU8uf|8SsX_swJ{ggMAm<p7*Sh#ykCx`
z4m)YlsNXUO-c`evN@ilm2HeJQvKNy}0h57t3FW*^I6jzhg^Cex(T~5&_i#f(Xi2U}
zvXy4L{$_tI-NDhNg$SA`x{4TKmZkC2d^4B@eqbTF(yFdFsZG;?Em79sp3pDe3)UXm
zC8oHtU<m*MHRKfl21S>EfprJ^W+A&pO$+<$H?+(U;snr?+=(ah0_9>ua=pQ}(UzpO
zbsVAjp_vQyN1w?4)eo`?5ds+)hF9&p9BBlbC@PE=>~gpdwfPfJJHirm+c(@|BmV(9
zuvk%fbUA`!<wrH30@vwEEN<oXp`d|E!=<6H-I-NNrxPp8L9VaK62yNXsVvaC&l;G8
z6}idzp($Y1SVmwcG~dWzDls)7e`Rl-;-ZuOWSbh%(^JCV>^oB6?FnL|tg~pL%Pi=I
zuoh$&38}c6oGWlJLK3t(Cb=$<$o~T%{$jxlmQvefAagd{=oLKlT#?C1@U=K;<VZRa
z4r-!LG$NAx#_#WTntTRGUJCUsXK`DMJr2?yJGDZOcZM~VTBhy~4E%Wve?`aTA=@vj
zMzEAG>ikHnKkPczwNcYh&Rc%}jEMQ>(eK4#mmlcV*C}-u6Lglt$Ab3Of{mH`9GKUh
zKx@_>f`&tKhbTj~qEUVwp=mfjb-MkW@ZCAVi1YJl-Qom=h{5;nwJE!!q@O0U*w{Gv
zo0THOrI+LAitV)pQ!@)?;m){XAk(a{UFP4X{z}d-4#q@U(^DpV?-F?<HI?JR;LuGt
zzjw5Ug~7w$s7PBq5n<j^TPvlsr+P>{iygGB1a)X`-9)11{B-+tlTY*C3!HQD9A`np
zl$f-?bH&cmnPgPBo^Rb-#i2(br(dj~QtsOxqDrM~$Ju<9C)XC9XUM7;@vq=3LBa2g
zgI{(h7#lCFW}^H*x<ltne)Kz}J5r#;<Y?4++;}Q!YZgR5Djx=}BJm%|+vzC;?F%S>
zu=~QAw85fTAvciQ@mBq&S+6a-yL6#p_D6TXZ1I5)PGJh_$ZMVWkVL)P$@%SA-@$>9
zD1|YWkCM<gyGsd+b~QCc?iL$GxME51=80AUr02d4Pi8!Y!}G0}P%iWC%RiF;hpDfC
zX~PS@EjHYWjWN7PahKr^#fuJiXE=kQW4OCJEl}KDhHfxyIE>*k95!s&?{)dV{NGD+
zlcs6fH0izfeBU|WIRowpXNdKNqdno2RDoOb^hwYIcTnn)d!gvR`KT!J%W_)b7uy_S
z5j?L=%_i@xF-9G|G^_P#^2La9P6^}YSb%(^RI%SRwiGngKE7#35!6YJl`88AdQj?(
zyI8Brc}=MrcR9+)s;<s4f%x3uIBI57{(ikWwMPXSqZ<AnK)ys3i9h+tST1+k@(7z>
z2G4Idm?ioq&Yim153RAf3cE}w(h?B-u}a|3;Lxsx=GjhejA{+N$+os8PIOMB|IkKj
zwbNGcS|X5qa(HV)uVU$Y&3-&51z-^WwW~c}fnA5>dj({dA2X^$&zbUy*QlWWHA!4=
zae&0;F!;6Yh>64}Ht*E_4lBb5x;jLKnN8*R5Pw};xi*TWqMrD0gT6BwEw)5u@Jy1c
z$-AmpaWTr0O>vy!<XjE1%qpk#i7x4)gy}pnGIl8TY2Tr?3WH@wg(?eoT%(k8E195|
z{gM@lGjpBI`fPdNHNuNU{VlXyd<2+Us{TjH&p0!a>ig99FKIgDtlyoZ8Im1_=TW(6
zUYx$jA;w1-691LG=;lIeoUl8-$^5<sXvr0M@olpcmIPaLzzdLhI-@C*OT6&MN7?uQ
z`u-Hp!^Kg*eTHv_fASE+`xjC&;?akdC5Ao3p2pxRzall;!AwK;Nlm-3vl(A`&{nU$
zow^qagxdbPtB$|OebafBZ9uGjNllc+<s$@^h5HHu%fI1J?jcn9?CBMhO<FmkG`v$&
zvF|X1e`MiXUNa|_(Nttf==@>R9=1(|EVFV-lv`%3wGI)z%@z9*^;9(tbgcTti;7T5
z;rPTH;*!Pz|EwiH5+92jkcA<gj1|9pu5dR_0FSMYA2sl>DBpnV+}BwP2kC%2QXQM}
zLac3tf)ty*1&alXKOh~}H!pnXta<Nlbjn|XUGenroDpJvqOFv=TZnDB90Ip$!6!A5
zG<k7MLio#e3N8nb28dTkyw$hk#ZKL>lAhJ0IuBWOi+iccIqs)=Q~ykcMcxCl2giyW
zb$T!RvNyjW*<tGYw6{i||Ezp|pV+m%;d-ZmEu#}}wVX&9v6cSIsA6H;=Xb;XTW}^$
z{K!<5NjekiMtEh>CVG#}%Foo1sHWs0k<KYRYdM?V-N?`x04PiG7f>TojcX`+^-5SZ
zK`}D&oRaQEC`#IA?4D&$v!uH12)ddBuF`j;gppaj1w~%3X}S|gz~dDtxt21}bc`0H
zCpBf)IW1FA#q(UfO&~j8c^2ky#z^a|{RDQ!*4b=%riC(8TAx{$RhvT%n@zW~*&t(F
z3)cMj=O*q!tG9ON5Bs4XKh|J}Riw+_w~Cso95Ir5SxSF9X2XY8HoH(*<xNbbiV<*2
z#k+d7TjG~o8<ipNj_qqQ%ojzbEw6bJeloR_uH)N(Mw%&!ygW}#XzBKE<nf$~BRfL1
z&GtA}X5cW{s9X^en|fj8Wj_1*KY+t>VDlR*qzu6!g9mQwB?~}35?z#q0+=A6CTUQE
z2aW$t(#`k{@yRx1nlwQ1vtuJs3v5eQkA&Cc?fADo+DPWAz!oOtZKf$-O^3d3GNx?)
zyXaIH`3RvJxa={H4=TMBqKD)<Ht$2nhwZlJ^>8V>MNwnJ=d=lXILcMDQ%g(RxK3%M
zcthUhTbe@=9iF?Em8Y^ZHPJN)9Yf#dBc|QAoa<1VZ`yeID=t9?P5oh=tMUu0RQ5M)
z3bmCJ_(F4*Vl^J+yoQky!)6+1c**>n$rMGdZmQ-=RM{qYqJu^r++1`(0CNT(fCo?A
zRqzw-Vn5CEA{Sa|mQdWvG?w+6s(_lA)1!yy-G^8w6(hA(oADguXf>rxDEhsVPm1lw
z_EeFmo1~x;k#P0APgXBku;&n7Bup>OUbC}|XX=)5vKPhF)tQW_;s7{wR421~GS9wz
zmZW`9yyT*0GZhjH-^%XE@o(1Ef%^q{&+3M$jTBG9&Fz3=*sx4J&(^f;>ehzomj3|w
z70p?CkxO&m0_QN#DwsIZ)^IYtQcw7OrGeCuDMv3u2F|Tcn9sJld6gV{>|;jss1z0e
zjK?2x;VpThpNDi_SWFlr=C5K}cz0iQYu{PY?pHSds&(Xby+OTI7|yMm-{ZeZik19s
zwsO~}uDwm`5U3tg3OguZvt!X_&XKR=fXzWCQ`AVZ6E`!{QGTL<t!JZR52_px!|W=u
z2CLJ$3#_TK$~l5gww2u-5cIL;m&``YYEWoB|JM3X$Bs6*cOdUaEB^27td&)Tu-We=
z^P1<(wa$4trn5QFv{hD&O7u`tQPS~8#ZFmUmr-S?E_e^5T9FA0OW%`K3WT$1;pQXa
zL^IX_4Oaw{_dIn6Z3XH@QOkEkMou591RV4@sEV61*wh*QqPtfY`FVR}oQ}J7T6Kq1
zTt9TI?ow|U-u4!+Ueo;Htr5tg(P8%=7P;1!idIMDcgAI=+Ro8CNsM~~nE<=Ve3b|d
z6?UU}zA&N!200YFgTF<2{_@LNZw~i%vF_whQMk?uI{Ukq`Xs{!wpcBAT6p}7T;Xzr
zD(Q&E(t#QWhjV78DPgY|k52X}c7q_N`dYn_^U4E>GvO?t<R&wKIJs#n2HUxHa=`W7
zWM7f~I=LKBlspPOa{2oDaL3ltgNVz`gC?*KgZ0R_^Y5@6<i&<mHLcNSBH{kT^<T_)
z2?4FQMUId#&h+kpuDcI^qw}L+WO1SMK1*5%bVFDoaw=(j{STS-I2M*L2C~BcU&@H#
z|58T`SPXLf1t_<LM&A2WQ#ja(9V_y3m@GrCRP|jPXjiX(UimJYZvoH`L!uV3l$Vsx
zX5#h+<nahfwhf=Vl0N<BAyP=HH%}W-OBCIkw41fkOPBhaAZgQZB#MIkPvTWga#|{L
zWud39k-vHIRq(16gP|?bC@!=sRv~EJgLb$yl??3sCJG|AIwrKhd+WU{)+0~+PMv^S
zx4g9eM8zt{Fj9r>XW9>zTLtO34s1Jm`AiKA4YFvR_&?yqPS<Sp)Hyh5hy$0t1(0J;
zO`%!9>Pd0OP2?-Qs=8F)$?*>y_!7=$!|JKqghQGaOa@Bw#ydP!s22i>xEpS4?bMe5
zM+(0n6Meb;@4nFMv#|LoT_w_L>c6lrU=3P@b#SN+<H5Rlzuus3&miWr<^Ldk&#wP~
z$)Q-V;Ta8EKCj*C^b~GZ40-HINE0lIZ5*3C76dAg<n78Dy31b(kAa2}==|{gdh)yG
zjqcXG3^Knc52&i>Q99s$McAiXO;ngl#;3sIg9X4K1si2qVNYaGk*ltP9PE)P#GcuV
zywo=)o_gYckFZj}UYXwVFoe?|fbqoj%*%Dv&&*#@{NQT2*bp|AO#PS)6cr7tG)^{p
zP=hj;F7_icrEoM0N*VzyC1T7I2x8iAN`-n&XmOQJZHh1r1Qd!2Sske9jx|#VI_uja
zje1&1Cg(K=N`nggSuYB&zb=`FS=R6zF)dBYXp`xUdxKV*RKU(}Lm{MRUShUOi`IS#
zo;WP?+)dh(%c=|}u!2wsU?Qa$Cj_WE3iG+XkYc5$rs)m)`pHve{>Z=QUq2MNj_dzv
z50IVo|6O{VjoUuA1jiUOW_9abBl>%xgiHE&#v|JoGFIK1o|V4jfT)X&k~`-qRvpBf
zG&`0Mu3*AhDs<8qpcO{P8j$17HwkiaVjtAkCqd>*`A}R|KFO6ivwxjEIPwdLksdtO
z<k&hS?yG3`cbUiI9L1{MOPfd*ss17i;hqdqILOpq`U;mJv3htX#VP7`9*U}p1uhgi
zKOX9pS0<cZd#1VTkY+UB`~DoPPL55!FUdWf9fk<-n~s_SHWe!UM4IJ{%F8G-O*4mK
zQp?|ZwAK&0-GGEgL747Kw~l`wAGfNMCC&0GhP`JQ!4t~jk4WbI{`|lX{K5;}|967u
zM#p3ZGz(+RbA~qUiD5)y=Ed6eRnT`P^-9jE4X&Q;)d3BE8qA+RD|+e5vO@s>0mz?%
ziHlf(H5G~~dOE)ieVyK#AiaugGkboi@}Q(*_5R(VDeOi5LY4?{e)Ey}7kF==3Q7-}
zySVr5_%4)pCI>6cKu+C&6P+|;MPpCC63h<ClwtVnB(R8Gbn&iHgG4(@O&e4RM7*oN
zrF4Kmca51s`^rVuRNvlgz)0(){akg33}nnz^dmuJuOnt@87o>|SmguqsMeUc6wAx7
zhmjoJkJ(9x3<0d7MLLMu^AAXJs`xTK1A$J;3WM$AsL*|yV5Oj;yG{ttw+1F7hy3!m
zdD*hWV`8|dE{XHK@X8mLqWcPe1~&b^P^iKlKi_}AJ?tGa-XTY7{O1FAQdLJ;D?+AT
zy2NyTl&w$&s9{^*5y={xmcwi0h-jE~Ec9%irmB31g|RACOAYa@3m_Avn*f#q><%Jk
z0ZG)LuN~i&-F<i0dUD!+ObmyIB7?hr${gG)9@$~&tv|pH$s8MHWScl0>437jzZyBj
zZmlNm7A9a-<-zOnV@3e|RN#s7IVQ%9wfjC3R(J%6KTeqbc;iotE(oaP=P-RxTT21T
zLTP_-F!UgK=DI_Kf+q}0HT&UoDA|XulP*yU?-36YY!Brx>?fJa6MR&Yq3|^HYg<~q
z_nJ#rMwepY43eZc+Q+Iz5(>oV#L~Jd4Y!9gM?srz=!()$65ex53E{Obsm|SMqm~Bw
z9376TnPYT+>+#B?9zN0mr{F|@#WUCQ#DMUN352NKwy0h52p<$%8f?8GG+E-lq7m`A
zS2c8LOxaP?|5t}80in6ssC*NXgZ+ffH;r6!4Ev{fWT3ajzUU49P!kNHYBZ<K!-P%3
ztSTxy7%}*InH6yEes9{AUC0<^`P&w*DxY6N!T^C%q%+Nuu<{TLEZF>E3`U9ZFg1Of
z!&YbrPln}KvTBo%V^hkHn9JVCq3$|Zr5@P2f{Y_8MD`}lUag(^`TP6jXCZx9St|z(
zVbHnIB|Ij&7vg!!jD#rAtdE=Dw3$=~-S=1vAQ?)a)DNj<SSPxt>Yx4tFa`|-xB2=$
z6)h_v1HT^l?=vvwJK7(QW02<4Wc_zJjr9qcTxn12F@o!T4XuUO{6b5H@>Mu1yV$zT
ziznm2tjt@_CRAzXwO<DgTeN>Q{)aIJKm0$&_!yT5Bcb2icm%SHOh&CMJlzQ_q^>t2
z?M&U9gNZVG&of<hfZdhf(^ZP`csVq=*YM?IEN=hCP0fH*s2I%*hv^R3@Jpn5^ytfs
zA4i$^MF2TIxRyWgH?QA&#~A|h(!Sz-DNML}+zH?-10;v+{&r&f%{*$=1lM_C-%JlL
zJn)9)0dF0?Jm<4Q=2VeYIBBtNO^M<XfLzYg`DiO!_EG#^inOio@GhcWolJKWT#-L4
z0!@a6Q5Vbux;~=b|1ex0|9tcnC%?<dI~AyQSPTX<PC<uBLuG^mPN*9UVwTk0otV*6
zPr}m6cPrxnvL<Qv^KIL_<gK-DGvS;H`IQ;26KUh8oe`&55`j$$odVh3Fq$7kkOd23
zdJO6HztIzzyyaa9R>V3H%36Gf%$f`vz1mp%Q^mRs{?9ZY#6~l*l=zq48?bhwHvauR
zw*pnED9@w}BYJJi#;^&JxJGH&Wi*xo)>SgLB65obC}W|5D;%8d-O2-DSjfwx^G%v(
zpcxXZfKi@?A3hC-_am)_Drzm1y{uO6um41%H=jL6U$8hZlpFXSxJH?}SwD`&Rf<>$
z%vF>C)#He8rLsop6~ELoaG&o>DTRRskXO$<JiD(<lh(Y(jLtz^!kGkJg|7Gdu&>MT
zvB!w(<4<by-*H3)eJzj002Eic7+V~#?z`X=q*;#Ut<1e#=}Y8X9D_Ex(C5>wslnU3
z)$fK@BOhPk_XK_D;rbu)_#c6cTy<%c_QCnRKH~MLD441r?oS=UgX!I7zkBN5U_`0E
zTjcC5E_EaSv;V^E%y+*Yx!eEIC=AI{)IZ7_(Rmru(H06{$~ZT8)ji~89-QHOa--|X
z&PUKYXv-!S!@w+Tsl_rlm{zZbAIqBDC7Bgu6`1@X_JCO@&P*?dn9zJg&ez1FnwPAi
z$L?9(k-um)z3vhMt;U!*K7Yy<rOz%jI}H?F#ljS%8^~B)E+kQpL2a$z*iHsbsoK$o
z<NaKM3W%yNXVR~}S#1j|jrGXT;V8*iGwfnU>C)?tOR2m_l>21;AK<;yhdr?8Cv2T)
zHr-yaDhn0qXEKwx-fSh_>ax=M@^8W%yBf-QY)-h9z==-hS3ndT0)@$17mG~8m{&oO
zZ!$d5&hTCy1<iJaR}va~9g}06Q>ocw7DY^U@H=M8WQl`9vHt^1dvV(0qcrH3p1sKD
zux%^GrKP8o!DNb$Zd8k=e<G|Nj{9&>^S_Yd|A!aI=W<c@gkwVkqyv<*?h~@bFcnxn
ztP+?Lt7*&H5TKTqf?5CJd#1ZTl<(DvQDl+uc9v#gn-d52L=KoWpgAU1HSBe=MI7YT
z`5`Xg>f=z`Wv6U|5tLs?--=B|%YQ-2JGGlAg9&JxQ!I)R|HYZulfLQ;1xNAB%*@tb
zl61C0<s6<c6(%pI09%CZSw-^;Ko7CA&5XY0w-xA=mNqt|iL^Mac&ernCBKsc0BS&w
z-?jKX8}eI@q^xvY!_h&zu8=f61O3LkM8$K(R0o=#n!hW`2rMJ6tqNW*_dei$7)eFx
z-y#_JXfg33RKTKP58b%vF*Lav=TSjLD%MF`0o42}M~6k-%CqPuv^fe75A26f(frAC
z|4KIXFgu*hW#%P3gYQE*SoX~HybM*|Y1`G=vG)2dI9N*|PbX%Z%mOEN><<wK(>_+F
zpimYE6Y6d=t{AQn&(Br@RU-BO0D0%%h80}5c0!Wl(EBB52Ckj`)^V_R-WlzS1b9vI
zh+2KPGr5x-sJ~yOXJmD?vS>&H4NMZro8BWOO!Yh}Th?E117j|Ckvj(G#|#6ve_^2i
zuMb#A{8s!1n`QZh{v8$)IbwKj4XZbQi%yl;Ec&;%zz!1!yqM8(J|q8%niTOsynh8v
zx;znK=8j=DU8#~>orI}Y@!Ke+J%rcvObgIX9iE@lMBb?b45*fkRiBofcuzqkVD<vj
zJRZo{^*7bcVS2<feP@0-yi>R1CuwI19!azgOtngeJ~n+L9tc^m!U;XgL(QF{sZ@h4
zSkBpQdsnL%1z<4g0r$cT)zgc%l^<19YXG`181ZYDFmKN3rTS^E)UKv5E4x`;F4@se
zLLWJIs0oob-Ko_jF{N>4k$qG&n+=J-ga-qm=g3;vCQ=n9gYLB1NX+r}<oh?`7|WOA
zO;%U^-ZfefooHx$4D=-bPl`9<TAR*j<rCKDVIH<B0qogWXGc;RQw1?_nibAW{<t#N
z%Pf^XJ*sR?DxV6SG4d3=gFNG<+O39~D)nnuX;8o^9>&o9F%Vfq`Ws%%N=lI7pyaRQ
zpVk+B^E0*+vUI*ahL;}ECtT0?V9ssq;9x|H#|==`7-6IFG0b``_3v<wd!}^W)0)z-
zX-VS;hrk3VI>K=BhN<~e8I#+ippBbxm6#xB``4YPK`m?RY+q7t{U7Twk|~dqrO1dB
z!c^vV$ikHSxf7McK&a-$*XJ?gb>`;jKt(7^c+~(on9(Y*82Jh-D3Ni}z))Kz0QbZ7
zuc4;ulv{ZjeXMSa#8-}~ih5?F>phRfR;q$q7c$E0o0v)C!PppVucD*B(ls98e%Qku
zv$+2=AHp863DYPu74hhN@Pnv$!lEoRdh($Dk6lWu8!MVOZYi;oqrLr?n0Ad(3;OQ$
z*vgf%o~pUT%)Y#FD&CbjaQ2jl@wZsgDUyALYI8i4AryxW?7WaJabbdroVVuD`pU&+
z@bvsSC#RzWhQeG~;0s$Wm&2x+&}0)tM0|+e`e&Y1S{t+R4(m_uyG+1~c(y1)L={p8
znQpN3wL;dp`hZ?kI!8}}y|8s3ltHAs33{Bq)AAjnZ0IIdZGK>Dgtv%ko8B2sS>B(l
zh=k~$INMO#&zkBdzRsqfFL>Lac<F|?XI*X)id^^oKH40D+vM2RjM8lyU#UDakyHbY
zoJW)plKvFc^a+AX^tnf^G$Vs6NCP0-qNyy<%{!zXuzQ9K+l!r-vQoF}4Hz2(c}zJ0
z@WMz3oV1mdL$>Bt+gt0nZhF70nV-7FA7vN}_js7==;qi=@HO;M%YPekuaf)@fr1@b
z(-_oRI#`-<4Ed@1;K567Ev@fc3MICrEDdeFr|*OZb)>ckq_~X6iOpj*A$!oVN@ZI%
zQ$c3WbTvl4qwopXw@mn>+vovyb84sxglH&xrG57FcVhn?-#u^HO7NuasfJ{zSU^kd
zx+^5iJaUC2_~um_NR@!;vlZJ}WLEpU;I<=|`D~Wck!uiaG9{`qgyN)K#@c1IqiKe%
z_xoS7N?P5qY{`Z;;VjbpJq3lIXS-R!@Mo3^*5S7^{`YsIF2kK-BJE?fmmy;p`=EUb
z>Ztj9hx?q`kFN?#{MidaYB!LU0Q!ZFT8bN310F6P%Fg^0DGj3ML2uGD!Oqy|N3Eg6
z9Qcq-7z`5>dbz&Fe-pIrl#^<2bv4VU27&xakY90@fquji1cIhy-ez@?rLci1r~Nxk
z2u4=}lt&3MjT+D~C2AyVn@5n2r{d-QT>R8+JXE61al<<0zd$-%Znf^OBGp3ux_yd&
z`1=nieEN%3AD~C>oFMqdNhsj=fx~_8=fZDK$(#JF{af`bkc#*Qf9K2^Xgl6b%<!*K
zW*zi#TvIXzCxqjYs1u2%^=%G2PB!0-=N!#{fX$GVm>abR`3k(7f*bqcjyiqzNYw&^
zxCh|&n~3eZcN7WVx5fqTgrpcLu(l^a{{bN7dTLizdL4bVrW!G0sSz_8$r)aLeZ#(S
z_+j<272)@K9|YL+E1C~u=Nq&84b=J<Hb<Ega9+kHGP(;DSjk1F0F`8iKfFDeni{qI
zbsB4|X}jqmxFUVpb=BaPkP#8EzSw-&>i+V?HjqqM#T^knq+{u<!i_F_=XO$dGB#p1
zQ*P-ODPdBGy%nhF!>hrq7d1V?3!c~cgYap2DbP6|7T7|M&G-CZ9ywmgzssh(plnp3
z`W*8-Kx-|voD-@4b+B*gcW--u%r<0IP@DVJc8wRsmbtCKHKZ!lc3am^v++J(EU{rV
zd_1$$DJ#x{ODd||RD~@aUP9*C=N@2K|0O8t@*Q}v@ViI|<(4F9h~0o87$Z(=QO8P@
zY4T*Y%aK1dLk~KsEQ>fgj6JLvXU(B^${hAlP-;hzW=QM0*T0(8igC&jrhpAH>(A==
zLiF_}vQ#B)Jv2So3~bflp)%M^!-0-JdN5({ep+1S2}RDIhS;!1>6UBSG;%L@tK#bC
zwW|`$xRNCK*b#T?Cs(ez`SB`50`B>(x5b1%l|g!$PkL)6Ov!c2;)ZqKab-XRbC>w~
zs21i$T)%|TLh6o357B!kGoDI3`tSK@n^jkDP*hKGPudf#gD04G($fv2aJL0sD+hH3
zFx8h~nLBE8<7}^KG)J?mdxri8$kYyyO=F1lq{t%756?Bc^SbGN%Kw)~wdNCf!QHZk
zNthF1E#Sp2!kBcYr&A?@8{cpQ_GDU89ypjDYPiprqWru+uk-bbh!+y(3}0Mpl+{*b
zn18e~)ZjI*cq%GtHTbc#f*IYR`D*hF{5s@>{naph@sgz(a-tZdiMO*HOo!0DgRKdA
zrSX-8i?rn;1wdWfS1q&7tjE6)h>lNqBNv@MhMY>bDh&23?KhcEnUzi~<0&K0--2LU
zP+lDDF+EOU@(T(w9UTPUQDsHA0nMwODWdAiJkTU|6|9KU>(Gg5N1Q)iGbP3^%BGk8
zUj9lLxgjaqpGtp7w4SVU^_oc1Qnsw~X5V%dR0&@e^7$s<*GIus7rX6UU%z9-h_|S|
zGHN*vVs0a`b~;%T;!Pah{Po@1vLZO)jkh}WLsJ1n7mZaHcG$*HKrTAV;!Qp)RYXH_
zQfISL37t#9(t_k0rXNXv>o%lH7)U(a3bC1Y$Sd@;@qLH7KQS+Y*_E32`*Ei$c=>tK
zZ|>yd=|*f&j7KnT%xnc#RpqdVTnzigihw}yj0ky9kSz=0Wgn4ab)%7-QtTMa$f*)$
z<<oqjW~9Lwx*e$qj#~JdwOga~gGnt%Rb6~LOr}Ez#hDk=*~`wJkk;R&x1#xGbZWp=
zA}bc2xbj1eP?hY{$ami-wku}=$-LEHFO+%qI|Q%RaoGgx3D8RW3LtJ?Y{DLsJo`Dx
zuHy_`SjjTU%5?Qm%jNf2?oCN9x&DLZ{?3L9r{#Jg6pY59DE4@Q*-Nd@FSqVLWI%JR
z(^JDEU_^2>7pfxY&qM-D9|;Jj>sW94qgf}R)$>iV`5AqtC(mdj;Xd4ilQ&tX-H8pF
zc9P>A=5Z3G4>H@xlqnaqa1nmY;f}aykGJV98D!VaWrG)Ef`a^@nHi|w_R9zZ+uIMX
zB{NIgnrw0%Nh(<EiOq4tN{lIDtL1PbhoA^^;^=zqbO)^xg-E#3Le)HH1=6H|rw^{w
zSz~Qvasa?qY=SE_6$o{n`#ZlH751O<$_F@0qh|pvi&0g+LazE->Rl^GtL@knG=IW{
z{jsw@H_$E9C~k$~Pwq_monitXENceu7(+#rVkC+^>WTE{EFZ;&#2G(sn<xz%_JQ?8
z#>!xW?k)_O-9*FAEE*nMg_*fFE1jg_m_pADlA|HN&L6;=G`Ph#-4AjiH)XF!A_STF
z;{uqrrdVEcp4>)&bg_T;mx%mGa{rtDC^OuVH*a}ZDNYsdUP!ADKUNT>wf(3k!>8b5
z@E!DokQ_I+>0xe0Mt3a_EfY4IkykuKQblf?Xn(pG!NlA$th&Gkr$lHXC(FuM5gkLT
zWZqRyvGesWw`;88$V_e3)xA&ThzbmJgvxdc7oT5JCl6RP8gn<~Q8@bkppx^iT~+rI
zvbQ(8*c`kUSxu;p9hr3`3}C}!roc{ee&tRj+xn)jx8R$NFNyOh-)m&yw7FX6{Lz&X
z-*?aGoO7tH{5bdAK;<rW(&hX+0aesr-3QK)vXKXsppMzE+XNz8!2}P&7YVkUg0A@Q
z+v0<RSjhBM@^q^lXKfzDkU?Qg+dV8K<?`@(c7mPQU|iipNM@(ke*nMG{&sPc2Z9j0
zkQH(0c9C<D+oQqhL#+G!Ha}Yjv%3AG$;CR8x@0sXA%9TOgJ|986G9nLf`C*VUZS0H
z<zd$#^u%ivQ*GJo#}NC43zF;4KScJcs!Ww=t+L69CG~VOEP6Nv#igWU1d)bS^S^Q;
zZ(e5DiYRMkJ+VhGO+)k>n49L)w&PV-@$os}lWLcIF0%$gE{Bocf8&_uJLl}cswN|a
zzcZUuJf9>(PBF{-)q`3p_xs-^emxm)dNF+hNBcDLZr;HH(^+DnEs>`7jm6YHS1-k4
z<vlVg@C|)oTyrngNj%MQTO@r(J_>;?^Zl6Eq?cVAeMvb7HaxuaWE(yvrP-l#s(Rz}
zz-JMK`am9(+JUw*pC<Q2F49asaL6<9o^0s(H@jLPsJ>Xx#D4f38a|O(N4N6<@e2w9
z7RNdQr<ETR9{irl{ANvMo$h+vdj%mG9JB83h|h3HD#DBD25A4Sw!n-?hbJaB&)|*s
z=y)d_FZ=JU-l=S%cN%C4pEaY+>cwWW*(N_pHEx242Ky-s-Z*Rm0fDCEEby~C+$ZlC
zyhrcx&kG<^rH&7la@t})EhsZW)SA<_Id2Qq@wLhtKX5{_yD}(`@z8q4T~II3bI!6q
zP%+x0T!{<Oq<unDko^v=34Uf<6l7}=9qt^cci<;_1)!db^9V9|UTi9Dsw!{u-qWnC
zMpWf#OO`s#>vt}Yl-DBl9ME|<r<Xn)A&-#namUk47=Y+^9zkag^&P9euRW6q!9QCG
zzU#9^T1&QYV_Kx{tK>xo?ZdhM12Dsxojwu_K$LtK?LoMHN+}}Kr@ZltPy2a*vWlVP
zrsCL@aXtAfxODzl+FCm4)QF5F(?^W5IbUH*p-7&Vc&f^|7TqcdJsvEFme2zMG>g$}
zfV7a2-};PYrP>mqw`omQN0&_hxt)&(MXJ?az>oN+<{1l8FQ;k`N>b<^r;19EIEEUQ
z=2m6|-(o2W1e#vmgX7b9VSr?hTZM_NBYmld^wJt?MAKRH#@Q82ErPU~#w#*E<MJ({
zEw}h9#fVf>enBGsc&k>w_}{wFu9$E*ihO=$<|`xM*#KA>V<m=r(8-w;mJAn5Y-?=J
za;4t*lVq_>lhkH6y;d7zD{e+7LpAXfk=VZ5`rAw~F;LO6md8MKRibRf>V1y-RGHcV
zf!G<4pRVA0dgR0|WN)FzCt<2iPiDB<j=M#7urq^1znRxSdjbwDb({DZ-Sb|vF{DM9
z=7N^Oa>3A?NS~45VVo>xi=<*AN6r*-c)G_0P1oUc&MZ7Rv}BhVS3KX{5!q)tpGb8(
z$FKblAp4_-!97h}Lvvdhg@qSm0AqD6r{$OLS@vmM^QGULWurR?8A7-8NFfRKMc8NP
zJqsFfHYebdyX<De-HH0EtE0JE?L_OLkA!r~pYo@Yz0eKAn1U#fhfwoVsig_GCjSaN
zh#W)g)v)ci+Tk>f*hkp}oaD|bb(HE;unlXKfi0i+xc?t2HW-)DyuPH-r4p^j63qg0
zbwWpVv`DTWbic%Kiqq6AM>V^`z>=-hdqv<EC^L&5IFsxd4*2ZV?;w()LH}{io+H*N
z#svi#%%IG11MdCddwFPsP<YrFe76yipG1Y<`iq8pg=@+sAtuye(1Itu5w%w9QL9XC
zyAbbP>vGtfZe&B~E7~p;9`u|qZN7#4w9(9M49y5~o><Ao!8E@SFkY&B8c=<I(cilx
zDBt9vpz{}+rx=#9(OT)Q-DEX!(1&L&u*NrxF?7eTKR**XJ1vDEb+_81%M>_}$ymLN
z`H8Gtbqqdjp(;lZoO<F=tp%6??1Y1rRURQ=$U`ljM4-B&c8SWhllYLaI(+z&M}RU_
z4TaCe025jbZug(UbAD&Cjfwa7>zpL8gSIV^Nj@HEPKb*4s93_DojR3kWcw{&#aC-u
ztPz4E0|~PWGvx?u|2YBpp)>K(%{cp~2eXv%@bZWmw@E9)2iFmpUaW(RLsBl61MrQ@
zp%$ZLHz8tuIOPw4q{=oKBsQVgOo{`aUXNU%Om|5{S-A`}yOUOmpy;L<^_Z4754{fs
zso<m36uh^aLqk~e(yG)Qg}p}?3|&4G2Jfq7&sxiqc&-v{(7O>~8lDuQ-`K}odJpUC
zG22mpWU%CS#xe8JSDa*vHR=bZ|5dvtK;oYGg%W64t~+59TkJ67%WZ!Wkg_)9*99U*
zw{rn-8-CP+0E{OWuQ0uCX11HCiKaeRpV1yKg=c88L77z3!@tQRH8iqX$zu>`G7vxx
zz<;A;QK6jeHH=m8Gti%l4{ki9+}6(}oX9W~`}y<5Yg*Kjl&CEM&&oqsCzdjs(V{eN
zo{&?a%}TXpq18N`+~PApxD$%e8r&t+zTr@(b;kL<SFkhKVpYg<%sJ-`wTK6%sgj~6
z{o#zCEPV`!Wi!w1?C<Ze>H*%@p67o9;N;MjnX_BF0O5hr_DBU_rl-#=H-_Ol4}PTl
zE&hjpO+D-me{>|@t3EW$Ko_+yE@?&)6Nb}{`4QVmPLyz~hKo<s`!V`{*sHCMP``!j
z(^raqf<7>j91d<KeXsFS7hWjE8_$ict9z6BzV)c)YA@9=?&K3W|HppA&@kib<Muz-
zHKgal(RwH+3@f^y+q&Hj$gvqS%Z?s`&6RD)a5q;8i_9t0Q&UkwLgsctaD7l!R(ee2
zio@KxqZ$sJ-ybf_$an%+^xIk6H0Mt@Coh9*-A^opXe>hLVJO!Yw3<t9N#i)U6UJ)$
z+|yH@mwK#JelDU{!dK^{u8Ox8AgYhfKXzJ#m;PKg{3#7ZcfsvO`70Gq+L9k5t{9lq
zt=vyl6;3iYx}o{aAvsGsfOkp5McVGi-(d{mOSH1~%ykcs>}0d`B3E-`{{hX#ykXC2
z-t+VL-C?lBYp=z%$Ck#WX+s1y*CPGZ>%L%vI0}$Z-6DGB6-v8D5O?20l?Ki55tJEQ
zr98P*rLtNpjRSBdt9ee!@ecUK3Og)$4we9DIdoMlIABcuZUgf33hqJ`etgW))RZi@
zw^e7e`5Sd-TU_(Po{ckuPNXZE+URn8L<)aPK6gB3c|q27dA6rYx6*`+gGhJSyw64F
z=e#2NGeZ>=UjiK=;u5MX>o}xlXYuDHUz{jCUH4kIye1+4@9CfGwL1%4J8LzC)F$c7
z@4#<WqrTBAHS-hm!NLK^{>~wj1~4TDspBb$A{+Pxlq%zy*F<1{bvjOErh369i@C+t
zo$jm8F;XZpJTj5TGf}{2vl2OOGLlhQSfvdrXpJ4@1{H2uRusjkZ2j3<8m>)$G$1Mv
znbd>8D}R9sC$TAP!YgdTKC=sU_Q*DpO`r(!!Sqlo*mYY}^U*q~OM$rl5@(wzFY!)9
z$$f<|$F75nf43Q9F0B5z>R84lc~?sUumR|;qoN33E*b9)Pnj&fgRq68a9JJNn?C5Q
zs(_wJ;VRNlzzjl0-`+v(gt?J=mx+w;OnzLUyaXvL1H<j0((b!3Oz|>mW#_o0tOF7@
zmld2zW|uKY{|BRS>>!g*?k9$;L+PZS81$(>f`zo^sVFX%{!(wNzU?&s^0R%R$Zw6E
zBu|iu%=@YpL5JEoo0=P%EMudY32Zs^0jl_j^<Za(&xaPymf>e(v$VXZ%7@{TWR!>L
zb-DvTh?CX|5Vz-q8JOxKvdlqvgRa2gZ^oC9vq{-dE~wUNa7s0lGz{7RZCO##qDzW8
zm>(efM?KL+qKDCDZ@9X_pQu*ZfU0dHb?3)LtgP!4vkdk{rt3Hj3ctxQgSBipzm@lM
zmkoeCj<blTnUv|_fUDn!=fAm0!CZ1A3rY3*VWFEof7+L;(M^g&Z`!%{jxP1Zle%zZ
zFd3H=<cWx8WE6i1PklH(|JT{KMMtaME&<cEuCB!$2e?ju9oY;Um8Sxt2z>(3wl62k
zyc(99d<qdMR+5T*=91FHAD8Q2Y%h2!7<1pu<L%3QR<klRu88{N2vZ{kns8t(#ph5u
zi9L+QQW<nC6TQMccSHRTz)ONoCe5N5!qJ&$51%Ge3++BLAA6MSNn%Y-E;8%$aG<L}
zi~eM}Rc`Y16-hnRp#ww+o&NC*;mET~OIq~LO{FW>X;5qb!8<kNWD^dW#qz#lu9Jv)
z*Em+k+>yBW`>O@k_q}5*6-rB*HD*|>Kk2@H{kY}fFirnwJ9*^Cw}Zdr2gJvFe;!MA
z(f*zvYrao6;K~AZbpK{?{&W2vye^#VI{4(Zl<8hc|B=G;LtDjlUz<Y*z(Gm`oNOn+
z1D#El`#IVV?+jrLdr9v8IGWoYC;SD0oY;QuG{ezjQqQA*yE~Z!b{T;#!dT%0;}B)<
z4stF=H^x_WsaS8bp!sD_O<t@#fZMtBEP|D0*JAuvr77iKOlgLOesAQ-H`vYa%aC7K
zz0}ikS`+0Xg=6^6?~<`DBPA|lYP+du{mBt5xW&lRH%2x2=qoXl(63rL#WtmqDG7AO
z2+{JT?>hb+k$zJ0b;EbB@_LU*iBGI-8;7%25hZ$DnN_|jy-{>mO*V(_?QBhKKOMH;
zyjqHoieu9f(kRx}5vrLmJK6o~$EZncSFY7>=E=-2JSZB;n<gdFusD3hl(vjvk{LeT
zxvzCufrD0joYKFrA)fC|8nMXH3{8-_mN$MLo0-Q+O%m0Kl|VrY>TBWORK)dz^mKh?
z>QVDa`|D>Wv4yXPfhlid?Px{N)-$rdfgFHLlD1A>To6~wDSn;7`8m=EhAK}ca7Kn_
z{|Bg&AQ6cxHQ|gAqo1?&kd$YGqo~Z~uLl7WI@R1(bXCY=Z*qE9!aYH;X}D*;a6|=1
z={ve+CLB)?UC&&)m>L*FM-@qNv620KE8SZf8#;)E&gC@f7)NJ9hP=C$c`&8%oIK1x
z6+^R~0^o-cEjAUC;Ywuc&s@*AQL1#4jON3zf@(~&()5Y`PgLBbD9KmjYaq)zTfR)S
zuD7g|?+hzL?@d+pb5nOCI~}$Si^wNH<Acb#q|JFX>4}mOETq{sacNdiK<TJRf~k*b
z;M8K%2juY=Wy3uAQyK+~RJYPh-H!@=3NA1n1@SZZ8*h4LVBDjiX`(Hp?W^TUI3Y1Y
zx%%4)B>xX#L3qBOd9lh0nC2YNx8fL1HZ%{qC*LbUh2lVB$mg;j|F#$Ib8}j-5_@7>
zxJ|Znwzgv29{4D%`C+*bVxYOO5WEsf_w@ZSh?S2OVUhhNG74wttG%5-s`BFV!=EtG
z{b0F}6}JxV#pkJzvLBdtdA9!nw2M11-V;|v5e?fyE$6|7v8y>wh}=(ateP|p*|C{K
zbxTv#zxohOxFQhSE>6{wABH&Dq3PNTCY{O{8YjRk)Dvz?%a?}zkLR%=tAhW8Aa#k@
zn-pErQg2ti*ngL`NOeDW-R(I32QaP4Ls}@G-!$8)EnU_^7JlYu&i`H~f>K6wW(Eg7
z`ozf)b@*r{(*|oc>|OGL(2)Kb|5RoFZ@tL6c3^OVPH6P>i}Xlyp&XE)>q1o+GoLjp
zH_Z3Qv=|<LF7sS_)io?vO?yA|`pW>V<cvq3dxJgDiEWT^h|$7A$Mpw);?m&A@X9Cr
z+QT6<45$@IMf^?n1uGliW9{|c@%oG%#Xim2xtsYEn=}WII^VgZH);0%ZVe@lwL6J=
z<4awEZ&<=1$q8lN$0`1Ak{|NIu!3?nF@}=Nc(GAxew>D&Z2><!yctlu_3Kd~r~bR<
z{w=nIEA{cz`fScLxE99sQkt>5Hs3+GFH~HYY2;&ock9)`6wbh6n&_^g&X+9ybG<Om
z43kn>>_ZH($!+lkx+oh}{$O_-ytVcX(`R$$u!LhZs^2PMRLN3`cE`vOYgA2RZz3J>
zq@<|K;Jeh!P}9H8XFTWT`9v}@4$PWS?{zl+@x5Q;Z1qknz6>qg_=Qe~nDr2Tj2e((
zmfmCe97oXFWT=rSwC`hGTYHXYwIYY|EdV(6*z2<{ZQtzQ8=1nRHOChy7#~G>r%{TG
z_Qp@>`W4vgH}vmQ6K*IIHA}#m#mvg?eBg0-n4&F&F)vk1mBhnS&A}p?j*1jLKI`4w
zRK@UNz@hvK$w!O<u+TXuf@#_>K`xK<3-+j=l`D~{Ddp)Q3KMksrs=f_70s++Ck{H8
zQ8#m<*7gO9PNatX7{-jNkZjD!KIqCGm%y`<NUpJw?#7meMJ4(x1hJIet)AH+J0pFL
zQN9(8hvl7878P&)HY$rolG^jF;_;uxV=gH|rz0ZNPjNi&g97Ee#oLw)#kxQJJq}3X
ztUY*rPO+6fIjIxL$T7I@%3~3MD#M;ms;Ec76~1E3yYxvdvr|>K6$W<zf!Qc^Q*nuk
z<-!O``J&J^2CO+5yJJm=r~)PFH)ok-8H_%k_Kw!Mo;gG(<3vMbw0Dzr-GW~H2gp)p
z;B-aGbtQZJ(FK1FJQhBdIkTV-+k<L!s*E_)RwIzcda^Cry4!I9r{{4DVG(H0Z)3(Y
zhj`RMtqW=fJft{G5pN@H(f`m7gmH>Xi$*I44mYR*OK$)#-h&cogmEheZEk`R@J*4T
zZhOHD>?}?j#0zb;F7F5sh{?)Aci{k+5`u%atFo;on*mlw?|Ll)LmC!)>;68H3(H#o
z<5qGI{1G=Tj-ye;h|?um`K}Iu62aB-wKc-a?ObBnDorYI#!FuUWmN!;QPr5`<wiQ@
zvCwf09B3L+5XNnUMGlFFGaEuP+-~BNy{H77o!F5PbauM)Q<d6WdP2z5_jgL$VnB`f
zv&om?-K`(H<?6bymnPl9Cs36&ZB<RpS|Z?zO;%tVFhutAH?ADjTv>7*9`UO_lPVcV
zI)TWDoyuE1PC-s0J576f67tM|a+j;gY?Xl2QWI1x0M<e>;KgPp!|iS8kkuv9jp6L}
zS^w6b%+7CAXKzC^Z_ia<_kJ}t^-qO*p66Q~GEbRjVz>8-REjJ^Lko`+Z|OQD{Jn3z
z|HSQ51f&I<v)|9o$Zq1FyU}v=fo-zp3x@i?4lBgI`y7{t`|GrRddLqM)GF}$dc#fX
zeTrK2i_78Yt)jxrNqsC|tx4;J(0dnw*xjYEPM-kR%fDoD1A9wRKZB1jyFL4E;?Ogf
zDp6XGe3y^gg<`PjdZV2aRPMaylp9rBS2~06bBZGdKP!CYCmH1YqUn)e1$>M2n=4x1
z$mheNtCCCDDMC8dL?dAnjPG`QT|Dq#V66%|aTmHhdCbnO?e@Q|9-d`}(czqo1bpag
z?~9~DjQ;60k_Y|Y{{vWW0dZdctd60`cm7`qRVZc{11OC0wj&Omq}tJ~BCGG^K<GTd
zd!%SL&paM`tA1l}jMM&lr%ZA16Itz0`qf-U@-vv737Sbz4C_EY%;6{pp}m|CaQ2Kw
zR&&4TJbI%Ukt9H%0Yer)=7_X{+}1)Y%WchXUDE+$!^i~%dLxs!tr>={>I`2^8f^1Q
zUHYzCLBC8tVrJ7nTAP%Pe4aCQIzPKSem`^ai?`~C3=o#{yJ?TF0;YySjsXVQDKo6d
zxN>aD%gl-;nh~+A*I@BWe!Do!$ur*-R7D5w$W94gZ_PPW#Cw)#M(of#mFL~QT6mM8
z(SpLH%JdL1gyxZhOdQTc0Xec=td5g?)JC>UIATKWGn?>pWCuo8)QSaBNy<CFn4>2-
zeL)FD+d<w$Y;?FzZW9Cfe}whM$64GE^KQ=Gi$9P-!Z>L1X8VBO$KsFwOy6*D(T_xZ
zZc4G}0I7pG?_Wu-mk=q$ViCHrMtTlDcMT{Wt3Pef&<vK+!KkHUtb=n~H?6-82-7VW
zzE67Jy;c%Me->jo&H+?*|5CQGw9l}Db~agWZa`}Y66Tof%tkl7px8=gr?ysneMQsx
z!GVvQ;6ppNMAzvKB@;nF*?urZ`vJLH%-nc4wraLC-JXhYKl9^>zl@=JC?+@6d#;@a
z;aP3nhj%xA&N{hzFT|ciK4zo*xVUE07lY_S^!b9$@spWRQ*~3JTqZ$9+iq?GEh0vh
zJR=88{Az13dOm1!XIf?}KpG22n`?`a&sRkX)h}T6;Kjr1?JACd*h|NkJ~p{*FesEx
zSI?kCPg&qwKG<PTBR5^W+*CLJ8$=6QI*tw$HGlQg(-3bQ)hN#X>5d<Ws2sUCk&U|d
zBCn|!np3*%<Oe~9Sr5T`i|U0f%#OJ^J|y5+3ND$+9HwX6tL9~i+8@EoF5}rjMdoB-
z11=|$ul2lglrS|~)f5?8KSaU}1nYm6-_uW83gYH;y;8&ckY(NWOkwF_V(erEo*gzA
z(XBojQmvNEbJVsK0?eq|PWn4~3%IE;;Q3>&W>FMM+_ZjKvlVj8?lGqx#^*~f`5-W5
z<e1YGo&r)8MTJh}rCtsm-r3WBVN=Ve#j71IN960M80{6aHk{h?WH3pcPZ$BEJ*{W@
zMi5Ua`s(ssusIs~!WNkFws=|VTj1P(04CkN*L+s{Qyej#^SOw`igYMm0J$dKJeR)9
zoA_@PP$;V79t^@dV<QiP({lhQrBP1ggA$gf6$LJ-*a4%iCSncQff6{VkpP@)L|cN8
zfKEV+HCUpQsXXtSOh+irh1sm{-(@vl`oxumm1u<aHHL|$fTQ@lKhueWbAdK23$S^k
zLb>8c7}YmzVi2b$GkOH}`=CvM!$@4&z%<8IV5LfpBFLE?MQM_Fzg6Gdk80VQdu%iP
zg-!c;(U+l=31PfjmJa)h-5fqal9~URGL}NJaL|v0vNkt9U5AL&^B{*)86uae3nwaH
z__lUpTGrBltUgAI*cx$SERwO6G4fmUE2eHFf89{W{rX|M740LDd!nb9@*w%f3BZXi
zIMAYS?aJewv2SeL-YrMW89ejSSL{E4SJ+dMHeDxtp&*&)DE#Hu{VqAcW-b`GH>;&J
zmIetW<}#`BSC;Q|0YG%PjAV7Xna{hU&oy4(xVOeY1U{?k8zWvhaPdU~Q0gK#J@-3;
z@jqH1{Hrs6sb-KdMZXe@1egszr1^~x2O%t8io@n+tBf+!;cWCZN<K25xeP_Eojd8U
zu6kaKtSrC4+@X$wQFXl<eHRMgY&&h*73<)Z8aY+-<vn{xmQh6!th0_iuflv=pwc;e
zoNT!!%z~SVBCEXu3jZdJ&Jj6JH1+vy=*o5Y_Xm|7DT_e!hyb@6b<?*BUjljc=>7T#
zl>x;&>tynWUX3*5Uk>Bps?`w0cR@c_qrszw`<m)9BdyNVeeWB_Qv{0YLreOE4mdWQ
zFVyrKihXzLrfGCy^>)3JNFo!1O^#PLdMyYHO$WkY@NDqMS8I>ll)iP}mlt>h8)`w{
zq^!MO$sOvsywY=gqj+khfilS;9ZlCd<+xDR$m`dhY29#jyj9&g-zX9&O$d)J(R#N~
z_BNdQ$mf+ZGWhy_lK#}u?Z-yzG=9K~r=}uXJi=9q=81r3?&sOUaoYv8Ey`AY5_JQW
z=*bMOYNAa7KKaf_D;^W0x_n*jrE!v_Pm3`xBQVzy_ErMRNxwtF9<+A2aCY9D+et3{
zN{hJUCa~7)5ssVJFCo1aFwCTt(B<cO)I8h$K80Obp%!Bp-j-}z-EMN2YWFJprhldT
z$Bo#H&&|&W>#ODPzddB5h6&6lqavR6!CQPDI1zK-twr^9ILSl=^)%PXc=kzH7bGE(
zKB`awBv<3La!%l(1k`?bzxBq0g=9GRApCL=yjEV{SfMV2o1~^JF&0*+RwEQRzb8Mh
zT4IQz;AB4W)VFdMRI6CNaIFS!<$-CfO4hs+rjGiFUlxy#{_$-BzVp{cXA`{pHq8%L
zS|003LYpUYjUw^();E>aNhi&hn%AvDLY&uVmjSQmc@8X{^t?8d#R5E=4?By+NX*}t
zUcMTiLa#>b1mnxc80zT`GscS8S#zZkrMEJ+7trBtcnuTn`$)J%V24?ay)9s{`OE$s
z8)7+q%A~Y1w7Q6SauDa2+Elh|-!^_92=-*F8b9<ik8Q+m+Osf`qbHF$fjDJ65yyYU
zNiFJLtn$9iiyD)D*6uC3Y*pkR66|1R6!mg)M<!^kA~dS17`dC05#fnf<AGt?Z?)NF
zGIu0x*_)oCJ#1~sSz<0qtL(-V1imM2{?Tfs_x=N$NX-q0<gKECa(cs&fvKM!=0u%D
z(|2~vRr?Zd%v~P1TX{tGU-Y#~ELkB0go%~sl1ff-xZ<pZf<g?8GE^`ooDn@;`GP?q
z4MMGITzqj@*Bws%jSIyG)T`+mG;NtTuC9uox{NWBepY_<BQP(iKb^Y?iFgQp;8+Zh
z+guYnU;iFFO~OkfI>3CJrI&C)W-4A4;wZu-09#TihcH=Q`PoxKDot|7JF7N#qPBiF
zTm2#7ztgF_$*+nvo0+7m6%FI39el^75tZY0nRF6&Vttca{-E;!xCs%XtP`oA(z-bE
zV~lSIWphgK<qn&D8n3G>dt*=8?C~g~vz-Bie_~=Akv!$(+f)6<eYgGK6@Wh?IYH}0
z=wdc{gkaiAH>4%1r`*aFB_s0@_$?w9?+CuD4?nbB(EnOdq$fr&z#A*hLTr@WH%(Sj
zo6J1L7rzjAc}M5l?06HL<rGBVTSR)FXWT6E_-=JY4tVgY0>zwWjcd6=F6eVVhNk0u
zNeioP`I6xI>T=ZiI~-TDoJ0O5Dk=QXWor1cS>uB+btL@Lur4>5=Bzr4RYP5sv{*)w
z5^|VP?JP2gEWw!yM9``zJR%-2oXvvnZbuw@$xU(TD;Rlkj^}=Zt)v~j^KxA*esOH*
zqJ|N7=#ZGNw5^}0wlYISRh8Ljf4WEz2!|n5i0|p1Cp3|IhZBPvm8VSm0OOlEer(NE
z#soieJY<aYgTio%O!Ri31V2%hf;r1_5@23yvMy7^3uVN1EXAycrVbJ4KcbuFmq${Y
z6K44cj&$$;bN!saz5EGxG^kAfsjIhYtI2-rkyy_(G=Ky)oF-{#CdijZHrP>=RJk{m
z#g$s6NRaY>sCw(5ww~}`IJg$4K%r=`;85H>2_77Rl;V`)uEo7baHj+-T3m`0E8gN(
zic{Q*7Wm%uckes*y?^X%l9^=AWX`i^_xYGkzpwSld?`Cweu73OD5s9Ftb!gDaBSh?
z{~y3vX67I$*Hwi@LiIDs_nb0)mcpUDCZppW*QPj^85`3;nzESS-j5M9JuxOBww<!S
zgL+{pG3xk-77=`<W)1s%t;Bx>mZbC@&GHu2KPDcp%@)Hrt-O;1%v7zx83x6T#nHc~
zC}~Wcx@HG-Ru_xse3K@<b#CACQaK)jc#&#US_?C7n0jJ{;^Rmt;zOk=O(*QrfxHvH
zM%k`j&QQ9h{&mY^QJ%x`!i&0ON4E7<JZ00BvtPKndWG%NW97#>s<Bqa2HCz*BG!|+
z%M0om7aB@;uOMYei#H5nZiR1~JrMO(=?SCba;D<XNA(r}_0AaRE5jKA^kP*xdX;JE
zxtuhOD=Cd@tF=?ekCo?Z(nkiB?p1_4H(^Ul?8VFn?U?bB`;}XrvcGT88tea@wZT~w
zscGE_@-ClYU72sfZ#um?PyP7Z+IiD|Iyt96b2-2NELO=?<eV-OHJNYq#6{mecgqw@
z-AmnsUhT3Rd$*&hW$PmVWmuL>sAj=n>zf8=mYVY^XLp+peba0?IFnyqqe$tqligF>
z542lwvslB5GH0be_FGo0WWWn_48n!Ey7MGfQ3_Zrfl2EV^Sk?=Ps2s)e`&%kovH+i
zdL^svcM5`bmlACa2~3^m-I!|Gb7RF-!nSzcwEIWXT<@Ecl>U%_VB$skjCpv*lU%oZ
zubt1p6^|KW1;T1qNGsGo!^hHv8X;J#WMS#_hU{tP5<~BpUkt1ss2y*;ORT?0pfpVQ
zavT{8r1h{}o~k4sm6Rd2TzBoPEsrWQlSS;}(C`DPFi7bXHa|HND(iF{)M9AA#L(dR
z`mSY;I#OvVE?dwl)@%d>th@p7s{N`xuc#={v{E}c@%r=XQtG3H%ohM{sF85*g;Uzu
zFH@CNZ$@7HmVlS1zlWvOo*_g%<z8+sJCu*}N?*z4p1yREr7dXE`c!G9Vn^$=(NmW)
zJ)TF<e)a9RPVg-I$~b=4t*-cROgCK6<LBee-mX?k5-gts<JZOMR&8L$r+nbrFP}jh
zBpBHC%dT~F`Eu!_gQ_?uw_<~j_v^dpnf@Tp*#qd9P^w6X`KdHtTR9@RY;=#;3Lc(*
z8qgpq8x58MfW=LFH0i!+bF2FIZ9@BXRq|w@26h@b6cI>Zdi^Pt4j!8L^Z^ja5n4j0
zQec7cCS8!Cd7`}BQ>vX)Ctt>qhPMPQlh>HBYSdU47@CS}V|5kcUzf>>4^aj-qhg`c
zf9egQw>xTce@2WV#sLu5a_y77*NgKk3JN-Um8mNnnUdY9#DAyq&}`A<=vAcc8l{uI
z>Mbq8ZTa<uouUoId?dZz*Lu#l{j~S{RrcbX2;ibb>NYD<uu`?E;Yi`*Lqm8Ks@57x
z`y*FL(l=Ork)Fwuuc;RMx;}0-Pcpvt<1^Ec?VuMn>-va;BNU_Qnf1~)N_T{I^?*SU
zr!`O)Gx`Isp=${BjAmBc$&2BES#G39ro5qyNyc7R4ni%L&0fcyiq~qo+_i*Yc<#kJ
z-u^0>^`_@042&n+NlB(h%Lx+qK+2_>a$0V49%K0sZ-^lpWS<p80CB#hdr!yk(v{W;
zQb1!xTd(B^C3hL@HuysYBk_H`7fB(B_HLx^a#+JK2%D{SHk{yGxGH~dR#<&%0hp5f
z-WMY>!c;og<aHj_U|aPDTOoQ~hN(cdF{>v`!Hne*sf|ddKNHv1`;4az0Std^qgo<*
z**^oc@?GBE^zD$(20_uxun2qQ6;iWfvCI6i-z;;pnNX-Gks-!qVg}kAJ0f>;JOp77
zyj)F5V?QG@Fy46RD^|#}$yZ6aA@;N%gk}m=UzmOLLSzx$?2x8x)D}|K9(-W&T$Cf>
zc3((YuONdZ=fkKmcHWgNKYPK0Xgr)LFPzyzAIos2$1yNlemXVN%*6>Dqude@l-S!K
zA2GoF47*v`eEQ;U38wWcwBTS8NCy6udU~>l%DwcFX^B^gNGtE=*7p7r!si!ODta??
zpDm46mZ67gnVN1bl>M*-e3#ce17L@FY+aw<eN`eks@!HqV!R8u2*U{<@Oj*KRjOoV
zW5!>f_=@V0fHJ}h3o1|@mydHv>_>+dR;bU|*0)wsr+vIOu>v!Nf6&#lBznVXubp@F
z7pPWCN=RGMwmcb{?6*gH#-h~m65~)nDm)Q`4Dw_cW-9Pf^{aFop6!9@LLEXL%rsU{
z#nWmUY{rtJ?b^a)lI>A8s)6<5y>?ZtbgFykc8R(9oF>}0lH^E|K{+gnqh0WZIwwed
z<kD@q-4Tq3xZuQ!^%9B%l#S!>qGw_O3Jz2)=;=9LcnC<}`CwqGUlwr1{P?bKSl3uu
zo-eIzEQd&ylej^s=!FV{v@yJs)cylt%_tSj&<r?KkkITSIW#`O5-%{3ASl%Q=s6k|
zaG6UszCn28FA^X48WGNav~N?SZeZJ<g9^OCIJ2=@fA=O~99CAN%f_k8#<2^VFF}%z
zr$W}4Z#K#qGQXJosQxRlcLcB4GBTh~PGBKKw8zv}*SxHrW7yQjCrW;+AfM?vJ`nT6
zU^D$T9KR|%UcrL9sbCT&&-)eLRp~;arAtksbR|)7dblXj5ek@Qjj9QDmB+%=YS$}e
zF!i5F2?gT(8eWhsH9-M^O^`&@%(3Ii*P)&8fj&%fR}bmEY6Qtf36ih<9sGl4rc6^8
zi8dNd3W;<I`w}@a$sJMJz}D-0I3HcA(=Bp!n()E=cdb&-j6Ej~6Xv3lindVOR<Fsv
z`+U0^IV+F*JT6KS2+ebFl~4Ta7CS1JX$&ePLG*X(@JLswYzTcP7Y1IAyLf-OvU!nm
za`;fNx*361ez@>@W81P+jIR6Ssfo)j6SHboe<KZ7wAqYbKkIjPG56^wk#Ys3WwWDv
zwn{tYMW2;JS<?4sai!eMju0xmZ<-&^(OJ-<IU>T+S?xgzsqzpACu1TmQw-y(z$`{J
zMMX9!Fp@$uQxF;%XUhcEeisM$Ro1zTxhO6jVup6t-8pn%AZmoJW58-9sPmewLHeVR
zh;cagY%&0_*O<(Gp0e!vh*}M<#NgAvj%<TY(zAA1$#EQW8-ZlBK4D>Khf>W`n$>L&
zq+RA%f{uhoB4xRx2=crV_$>5OMk=h}@zoBiOIExZY>dnlq^Db%uO*Xj%s!IKswyvG
zf=m_v9O^bJ7IAgCUdHG?Ho}IRihH&@*v+UUZ|GI76+J@w!t({O#=8O@R8}D<!(?ga
zSNe(b@r1s7zu*1N77FI>`{sQ7<+@e+IH2E(7DfMiX<2ssyobSVWuuTHm3KA&p?Qb&
z83*w<|NX5EXU~{XdBS)1w>^rxE|XvJ6{Bf~T6(0>;Uuf?r&!7gGo@*_&ziA;&iBNV
zxO8~$zXtshCQ)jTK)0e!RFp?WtcF5flPDVX{cEfK-$D47LF@2a-~YBJCh@;I{r@_r
z|1;xZgrSxI=6{1Z-n%9DeupX{=dDatw`DrY6baGyjW7bk6*;cU%DhtW_St&8iCPf6
z-sQQ}M+f<c`GsT~2(vLtb~*NpcjylCc6Y*-%1W`xeVORFQdo9+wj-NS1o1WF!MKY+
zt~UhdZ0M<~J03qHTpFU~xt+!bDkFOZwE+ksqe?NO9~1*^?nS4zYiU1KOB}|{ZDjEX
z<9lo$gA~&woX9W)j=m3aV4}l)at2LeoV{hEHwKVgl)`xUFC&_5A-d0n*s$@?6uZdR
ze3&GM$p^*asv2}jfwegbdDaSXww#i7CdTirQ<K5%SX+tw?sDzCyE~Jup|-Ws9@0L=
zfyO1`SLg7k5VFm*`Oj=+>W#P7W9i&TmJF0`{WqAgAb|-ol*YeP`!Pj3x)BKM2&W`4
zGlMjIZ~h3uwD5FgV32yyx6Yd~Tk_@ERVS-Rn$YFg<+MpHa!>vg`grGnp#l_64CNni
zolu5qtsYdeH&{w4A#DdfD?s0WH%h6Hpmn>oMvfzjMPR#XFs&_=_5O#)S7B0SU8lGb
z3<9!zH0cDOI*h^JsroWe!Ez_<a+-4JC+a2j7-q9;H_qDK+T76AhSsz8=fJ3KVW6Y9
z1|QjG)4Ybs?ii7J`>_CM`~=U?x9}0~zR8Y=t)x0Ha<ffC0wEZ#qs6P8Wwa<U>^=3M
z$P;SGeZL$U@L}qg48HTp)XMQr>aGzkUhkP+B6-9{uh|jD_WPg*%jgZW%s=L|i?&BH
z8>)-DytQK|7k{M&$3C%$yYHM>CIuBHPsn_7UZ*<ru?zX}7+Lo?(THNY9_Uf2p$g!#
zg%jlwHUA%A({`vsL~Qus`2Rw$&rpJq)9d`x{}*|!MLn!QZJwyMzY=OFGs<?MZE9^l
z{f@EXsg2A{dkUuOP|jwZ?08l!;W;;@IEr7|C;cB_iGc<ZhS6z%jl%iDa5H3ix&m9S
ze3`AD<^J67E<Jqiv-hsRq;-@c(`V7q4;7O|5bD>bm(~SXSoG+LN)s)>jpG&z*70SG
zjv=#Vi0)WzG&)nn=d=3CO*ScvQ{GchuPcRCfJu7HOi7m6K4ZaP#&;IKL-^BTVPU;5
z6qWsqxw?`(6V0sZ>BkIG$RjaXE1av_V-(rG9q3azF-8|kCfo^p_%aHxlR!Z>h25yA
z({fL{;4Qiu(iaZ9#nF2U!+Gi?^6G?JM<<7isDj2M!vXy3(d+#0;uhFJ`9{A*7BIz2
zK0j-s0B=$##xlwrmrs3DunZ%W_P|-sNmc97V!!v_ql!Qupx1u13{|?EiA+I#9VH*<
z1DWhqGefC_9le#B(ktrSN5H@p6hI9a=hcYJ@(<2T7=01@CoM%+vnvgzX=wqPKGCih
zhQ__)_M@_$N)I!rM7RFImSNiB-~M?!<gALxhbfD({l`^8ieki!VEJZAi6vx;IZA0T
zwAC_2#$AU~>lRTO$%+cflM7XzI8(PRBtyWxh26s^l1tFl_@_8kyPDc(&KVb@Z0O$F
zMQ>Z#=#zbTV?<{BI-&i#J}2WOrD>quY7n#%UD890%%W0Nm6V{sXV=#wtHHLkfkMg9
zBz$^pu}|J)Zb&I=m}V$l#5sl;1D4f$ufHM5U|-_&j1HbH3y7D(ZB7nr*%@73qg6XU
zE>QMSg>Hg%$bsIR(2FYTtFcTD%nB^^Nu&=F`AZNz4}H>v`1i87>|JIY1W2OZ0aUMq
zrFC*6$&xjC$4eB$V4g|e2hK*QBf?@+FUIkt^S&2cK)%FkzD16eF19zWNqi#zdT_S%
zm=2Z0_W)VB@LE~uaTqTjK+qgoEa{YU_Q!8k0-q)$#2XMpUle@S_~YK>sJxV^4%^oc
zl7lKl_6l0FgQlq^^vZNAXqCo?KdA++>9eBa<Kx>`+CcEfAt0_%WOiP976|~)dRZ7q
z5Z&&+x8_nbjaeFM*5T(Nlfzq4;<-PE&s8Y$cJ8IVfTO|o33%_^9#P8g%Cixy<=pfx
z#g=elu9=t|^RTviu7(kAn)OiZI#-(e!TgI?5k#8U!UvU;qi%ORt=WE<$-86347M8l
z;_q9pk>|KN^j9?M^kgyOeXV0Fqp9jmaP%HorrZ3lLYaV=R3kv&qU0~FiLS`j_);T>
z$-eGzdr+p_n0Uj%)~H_S{0@1wB2LhzWrLR&rcCdCot6r!2x{lYH9xC<w$qTZYe(Jm
z&ozFKzO*^}fqF>-V3RpHxm7|j!8lMG+J7)&(PWC$57Z4Uhs`Uz^E^i4CCkQh)LSg;
z|Fc&7TQB}+$PFV%ZBN2Hg98G6a4xz?4X``?6sfsvw@nK^${o8ty|fx36b`HOBuqHF
zSQx~^#FmM!GbND6q%>iJ`{ugteJerjjN9h#?~IJ)iD>fxXr-vyoJx4;syWp|)ua&#
zoYYF<DKubp=qWnJ(IM@|ae%EO_HB0RUbKOsM~b)fj4PfMj5_g+DkV(*g@tp;KRbn#
z;pq2U18zHcwdSsGWhoVQ*XQh&E`;LneoiMFPp5M#Ytn_v!5EZD;BHk_pemXn4eMCM
zW#|JJri6uFh7IeDT4Me&b?TfT?1uopUURW=Y7++%!hC`cX3F_BDxOG1K30i`9Ns65
zg^6LiHS2xGuvO?&%a6sEm)QN0NjKc8;VzLo?4OHrC|cT(9*gOtn-3xUHo%%wOIHBe
zNj)er>HCyH*R2i9>yus5<%nXepg$$fXLgnv9L?u}m8t1Klbb3*n4a1=&g+B^%`Xpd
zS!&ym$zHZMk5<g^-)7w(F9Kp>5E=l$%i8736;zBc;29%ff3MJk)Ml^v>)HFuup)=?
z0&73J@}KW?NQ0JIp3J3RkEAvyli|m5k6;$M_ViDRkhwbEEgTUxy`<ugNF0lZ*6)W$
z(cJ+FN0a-UED*nX(`IiSv7!>zT;}^uH|!grF^v}Tm8{qFA|ev|bjz6$2JKdF_e;lK
z?jYXtuyBzb05j~`@LFLk`K}9?>VxUrmbb#@99_fQ`>zgOt(V?}ePZ7(S0i<Q4qgHd
zK2u5hc=94>(;eS>pZ;M_)87PoAR$FgRt>|96Haa!ZI3dOz~u?NRBuWN*>GQYLA`rx
z*!WiE^V@chJ#rKYX{@w=N4>gGT7Jqlk`X}c*$!m`0`!gu{R`2qWfL{i**=nMP-2##
z>!>kSRTZaOQNBX?LoB|fszgi5-}~A{8}5o|)aTsMQ-^-99OHn^<P}viC5I<h0uj4R
zv(%wvSzn#f?gUN~J{lENyN@o5t6%2&Ii215$wog-8Rc!W1=&a?$Qa||=Njo7Yv-M)
z+G+4wS2C$*uvyPiq;kJ$`u+I+%#6=Y*CbDotdLjBHkP?1=ov{CoY%6nIGaOL2gjs6
z-7F0_a<t@k7u~Go{D5^-h+Z|&mPVDy_NhL{!FAbdB;O2$jqu&L@90*c!hvditkX4M
z3S^jH_1vj$FOThx$BwlU4nQ1YR%NOfmWPwsFxN=Dw$f$Gedb^madbQ1)Pod|JenVV
z9Q+fS$ExOKED2zyAnI)+wm<_w6YlFY@X(n4Gk8Au>uvP&t=lruqi(xDEgZ>?WoPq}
z26mGL$XdsF{#95pR8(B4k~$25Hm+|F`<iqMZo1S%<(eTW6y@8GHQ;MX_7S4D42MR&
z4Q&S-BiLY*EGJj5#$ez~8I)d*9N?+W7`^#Gdfc;Ij_LL`Nnm45U<kQ+!OrZtGrKUW
z53bep+)FXll5pJ71H)c|GMW&fng)!dzbx#vngdUr;L@R*)x~5DZv}&-_OH~G(sVSl
zW7Ol8A>`BH;xKk@=D=R4u7Ew_b66>1x)V6t&1>f~&fE^8Mc1#K23OW10FOt&&dV7Y
z>BAZ=LKq|ae*mBw67e%t-qi~qzhO4f)by2q|Iz93PT;cvUkg090#PoC4g5a|GD*&E
z=-wE5&6Rp-<a#9SpGvaDtqKCGvg0x}V`B<=+*wC*V!LT_2i+H#O_D!~HfN-xHt8@A
zc$ntKk<WtBrtsp|axTejZL1BX2C5gUxA}KYbn{<VvYw`#xkYA{uFN!R@Dn`tQ-d_w
z(%=MVw^8U=P<_m%aPL(5uM5q!bmmKow><5kb&cn<;rsJ%az>M-ZRv{{44SEuH6*I}
zO*X7p>xkau%{&rq1uuyi;*@8_3L!NObe7nXOf;>N!EA3ZS4pc@#k8OK{tjmOtEh3b
z3rbb*ux<xT<)n`@RhI#5xUm{(Gd!vT=Qrw{7Snx*XQuV%cB_iVRN6m@XNr?)zh`s5
ztW>HlP7_eRtYJl2`#GGOi{xq}Q5usR<a2fbTRzKsq2Kefs^5KkAh!wc=+ohngV=hd
z3)rs!MyQ|)kEFk?S(^Jl0n|-lU0Tn6Uq_LBf$HZtcH}GkydhHzWv2ViR3s*!Nv5=V
zcFik#yh2thq$5h6RexX&Jt<~MwiP)C=8tu`hTKkN%e=;RA7RWi8Ie4K%nY7vfiILM
z*>aF%={tn0BbO^$1c%kO+FNXIzw0$3zwun02R#YQR(ZG5#8eR+e%ZCmB(pQ6B1aUs
zCC8ZM6x!Ce`G*+9zhK^|vHz}I<i3Z!&1d#8alVO+&1O7foZF=~r+v1|=~G*c69n6>
z-bs>7bg%i3#P5xJ-drjU1-YCuOO%m}qlhz6PM{4OA`@4pZ1ZaNdN!TR5s4QrNKr{n
zF3be}0RhS3KX=tiunk_Ra2P9)j~P!xnZn;_To3@3xSf)=(3q{>;x(aLrUV|niF)mG
z%+R<dwYmISm|Fa6y??~0;h$EL$@B=FD)ql(pUNnal)e$ArFiXU9VT<7HU@J0Nz2zM
zakFl!jrX-!o7|e=lvP?p?0DI6I^($_O828snaR|4u0md=rAYFf(Hwn2btDg%OYnOt
zU_Z9Y&N%j4nt_v{fH2~7xf&!39yz9vit?Wl@kR?b77-XeY!LqjthCOKu?fCduYki-
ziP@zs!25qy9VAJ+zfPmjHQ=LTqR7ws#KkNJ%vjNmEfsQ7lWzLvH_+Vrbmg~PoVu<-
zFGA}xUnB+OnemW!%=4do_;e+2&bS_E>}xJ5s5gvP$m>NhOVXQK1jGF@BY?+Olf5`>
zwVt)T%9kYO-C`2abz37%Hx0o%a<avDC^iM?yy~{>4OQE*Kj`K{pbWH!Y@nQA>eMQm
zZ5mjLVMYxj0SOs9W}|S^^XSdCuqhkuX!Q{<GE``fC`6$TACn4`_V7*dGkVje`ibi0
zCVH6~6E6pecT5vJjNv0+m3MJZZ`84Z4m_P&2JWjSVjs_(h9xxvg(4plg1_>$;xsTc
zwzkMHUWZ(N5HrU+`n%lzwW2LxnMgnYukV&T$$l@#5tQKX|1C4}Y)x8KuS@p%P#NOK
zhOpkEjV%cHn#_$(jra-WoaJP9WOfbtt9`2#`dAadasA<a0PpoiUmidI8s&AQ2CDIf
zFP;AvdhI4nogp6X+DfL@cMb~an1OBimYgTiZ5`p<8<a$aQw(!_I+I~5tLxi!{SUA=
z*v~~tK@qRFldhSDGWB5SLKbm1JO^P$b3aQAU-|8_<Z~Q<9e&LN_oWJZYzk1^u&{$G
zf<70<h^Y~5j=xKbatc0IX%}MGTmS5Y{0{Qmw^x33_d7W!cJ=@s8<)*#ga7b!yinp?
z8FgI7G9CT#xLM8edNhN2rs~N2<!yqn%5*;=*G~myM@z%6O|U^r0Wm29a_ZgBMfbwa
z2UAyFGP7c<A_TT?4mV|D!Ex%P^!HhIx|K0kwKj0E8YTYbDUU%%VH%zKKH9!!(?<d~
zyQT-0Bi3ut^dr%wYax|tt?;%G+-v2pi)&QCjf;kA4ZUXf+Yj++OdKXVbDNZ84ex;Y
z0`{;Z);K7+BjHkfRxsMus)j^MZAo{P`|j+ldRBWp?4+bwTtaBSXx9Em?(xh@hS2b0
z3j@R~cGij_%RX0^$AdjPhEktzSsi`6nUxdJ62Yz%S}0}cCYTYHCUPR*c{uU#$EDP;
zJ}4si>(?!Twyy$`PA+e%j-~68JTM$Lo#tHyALqj`3LFhREYS=}4ZYC_nvW;C1?KF3
zeEdsKjG<6Ki>Csi*sljL5|GihtJ6HhIj^?|^9*8q&IQ4z);KRY4zQ2>mru)$4qsI3
zD?5s>a;)ZSm0tw0D8^U~I>8!uXH$>ompykUSw84lIe=la^~s1`5W7;M#Z{wf&4!3;
z>B=iem?b>Rz7=hwoTdP2O4;>p%OR%F;SN`3?psv@6=Owf?CZ7#-<eq}2v%xw%cGRU
zvD2ce`TB!h)H$dDExOh*C3^O8&1#piSV%u)4ay72fa;;aU~nq50lV=kBFzQ6+tX8?
zKcwT2XtNdv2f7~S-&t!>EwXj6M6!H*?kx|y;TqY(tEQ)068SK!4=iu;7g(~*TbYhr
z+B<W@*354Q%p7O8gu<P{`xP_Ucd87+5}7Vj=`lTsH?_#vQ?CUx|A+TIk}-?#Xv1B8
z{u~nCC~SBmEY>-e{^zDvd_c&zwl$95Sj<0C1`S%Q6Q@N^Mk(w7yrzMGj9_HR)Fk+`
z2Tktxapk<p7}%|~Il)oFRTV*ayIu<;-E0E8nmSk$h2yvPk3P7+oUxzlT9!=owGqHC
z_Nb`zgnVdXzr6xre*(BV1d6qNnFfAy&H<pF5PwhIGW<-^dpa-UBGJ_{F%0)>{{xIo
z@?&md*v>k93TQpwc@F&v;^pQ(;yWx}2I}tA7OgO4)4A;C{{4Y7y2`#Gb!*+)G|0iY
zl)aeY_N}MnyuNk-sXbEzZo2!d7yDMBKeMCBQb;_2go4b2gqTuaJ;yq75{n5U4hE)^
zTLQGwY+p~3;2*?MN~7OVAR1UX2o?0*4<J;wOj-@kCf^cG&aO}|2OPWh{qV4e3F`Gg
z!_;+pA9h1ZB8Zt+-S&uVS_<#)^b9vUj#IE6!8lCG1K4G^IQ)j{k@903j~kep=2o=3
zk3-z|oH1pU#fY{H2~R98ZVs%fxS{ga@ecJUlNt>|%}~jf^V3($^8yL>&zy|rn~UV0
z*#iLBp;&u$ZoHW^yn>Ka^=x1+Jntl^zDgmhVK!AY{<m{u5L43?rCt>|XSsT6effCg
zj+>Pbnhg#W)-b<Sz4CVlZ0EcKiECaBjlpz#P7TkdNia)yL<Gn3b}3=)TRcK)0+k@S
zjd5qNHNImyT8?!+u$lwdp0x#vm9$~Z--<{kkXcrCw?HAQJ}<(*A5;FMiKn+<b>0*r
zACLX(ayjA->ZbgZneFM6Y0Qm-cT(cOwl0{SZXhZieuP22d8jlZBq=^U$MpJAEh{fB
zU~O|FtBu>6P4rdUE~}DYi9<He@X4Mn%;;@8Iz_I%{Dsw<0Ih@#u~79q&1}KZ5kLh7
z59<{<fJ@`F2<^%lwvm-GV7GIjd!?x&dC`OZYS$1KEw-L`;rIMP9vp|!Bgt8}Ur)Es
zoJKo2HK1sM+@^hnpA|yn1G1#Q4wf_wU(i|ejHIzP@%*@~7Hl0~-Y4gG02HJ95LH#G
z^mjP&acwXH!$_Wl*l_PYv5VPC4@JuIIK92yt3q{}8A%ryWpGh*@kCzZp-`c@Jn<Vm
z82IeU!}e;AD306sPG0Bpg8af*m(PxjgU0#&y$dz7_sp-;=9<$kG+?Lmd58)DaLAD{
zmN8K!_ZR??zy&5TDUn)bP%-_gGyl-i!H}0>skmYxx*x)TJ&)H#sOtG!^6wwLFm5vE
z#;}#(o~(WH<UhAh+7KGAyny@9p=daTa#|^O!EQ8=#fSDMofMF<$!9ezHAX;0M@ES!
z9@xX(n|A0aK8ou=p?sF&yKX7rOjV2;x@kw4eDhJsd#hc1%#kFC5yq^hz_=||pwQBo
zuWzA2LKR%5rR_aLOQeXBf)XkZBa`#UwzhfJncwv>quMot41tvO9XbrfQhu8w?gZ#i
z6of+FcurXgV+*HCX_*Nc{;V9R!uQ;R+Q1mqw4t%Cm7!tIP9)Sq!V&7f118!W3LBNJ
zn1LgcKexVOUdC*B{yE#>!S~q8DzVQ6WkOKWscNM1%o|rQ<0p_FfJswvATQuq|IE_5
zuL)TzlYaBScwT861_;l<06=m$O7L|2F+nr0y|l_I4pFjQkxmJ}iAy|zAHe@a$c1_w
z_I!xL=%17x-jsR1WN6hE>Hof}D)$wzgG4{W1mfzh24Ip3CqT2G7xk^k&GJv({Cey%
z%9-5y<LQOd*-I;ZjQ3Q{!&zN7sOUXRFv=#}yu02ImV7$azw;*KgCdEdhx3P;jUxWn
z@BFD=_&UrC(DuroKkKdwTDiK<kp4Tq@_tH_L6!^HM+oD2?X#=##c8BD7WcW&;n)tA
z<Z*0|ccnI}KkF=kqVt>o7Ic@XyK+fD>3x%e%y@C@A<|M-P-4ZIg?%j6UPp<o{y`Y-
zvsk*KuzzH7eI6WHBIAG!QcN)y3l?%risz0(s3^9D9EkiKamaUNuoLySI0|u}Un;l$
zPu4`T-6UdtQ?(H1ac7sQvAs9gFi)JR%lhc%TxaHDp5m6%GZ!v~5HQEDhVQ?Ha8@hG
zid~`L@1=;U1x$*cec!w6W~{FM{1!}@odat#>0MPQt0U3z!H=7IO`&&D%18v-vVawm
z@o0^Zv6Kw6&FE~Vr$-vPQWA`1kk{;)E@nOSTH?J*3B*7l*^t?PG&P}*Ri3~VZ_E|b
zm`<hxLAjAWyBN+oP|`Fr8^uVK{;D+Jcop4q>5mQ5;>$t>tzIQWBSk7r3}Xf7wJq<{
z>9=xUQ^}ooZTmJUhS7%K`B<G_DuWs+o}OUeQ(<!A1}e%zVf#7_*aG-auQkzEw`+WC
z7H@8r8Y@RIr{}m%$tY-IMqcr8Fb@Ee{NK}r`1f%+n?+9)=a?PTx4%b}^xBmcT);wi
zphr+O0HX8|OHeFws3`G2z#r;LR-<<;5F<PuHvjG&19)XBtH$H<Y%h6+17-$h?lT*M
zmli7EN@PCpeN{4)n9alkct?iI_;Y}wT8z0kJMa0I4zop+><Y%`z3bT>-mx_PSBIoO
z8KoKbksI48q#OP$Md^OHx#iutJkAhoFpv5-wb*VQX;Vmj89#c>yjk^{k#s*_2rGf1
ziF&u>_+6gGa01g_ANFt68Cfej%=9m`7k#?w%M!|@r{l(1shI}z!bMP-9g9nUVsT~a
zF7^&TnQm>M<lMelTxye{K2v<p{QmM*mkQxDTIA-g67zB8Z*h9x<VQVq^#6|)EU=pm
z$GZdmM;sYJ)m<og-xC2*%=cn<mXZ0=`x%$xe)rBHlloNZVcIC6*SYd6NZjb|!}Is?
z*ln{b3KGq|H%>(Fqj|i-TwW?a?)FDcmPpqp52qZS?|%y<B-99%4s@AbqwU|MmVCtN
zQQhm_#q0K!fB&;QxrZVZm#0VV&bL>Q{3@D%TRhk4?9mF>hsbnnXuf-S`C+|0fb-j9
zfk@h$tS&?rQ@di1dBLs={BB6jEa|4Dfd0Hw9_%U=_~AoFJL_PKB~hK-3$cqQpIA=Y
z7im5_Q+CdLXSCUBB6Z%|-pj*<l1bXS1?DSS1F8lcrKlBo_JetZ-rq+DED#=sQCMl>
zrXp3NZ=w}u$!BylV1^}K`*+OHon>6)@Qgxm@;({6-ne?D;DUf7H#rY0l%=m`Dm{N$
z{Q1kTbInXbAe^7b=LY(%j!n5wBzHV^+CIzT&Gau>h*a&^U^bZT+59awzYpMpfUSTG
z92H_pJ`Ap_;Zp-b_RNqGH%B7Mw%nL;CeHRU#JiIT5hs!tCkTSVE$sdbo1%WsSU=Bc
zn|f#Np}&<%xw(|$jWJtUA1HLE%dF!lf_D8tFDrSNjlFzOiGdE7{7@Bh$GxvrP6vkw
zTYXLVASa5nu_`aIEq78%U=IM|>`_KbN)j<Joy*KQIH}Hs`Q8N(Gq)SC46@3@>bJMs
z8GN%4X>HPZ&Dg|`NSsC+OtFndw%Wis-nWD5StYwx2xu%%`$DE1bEpkwn)@rMr&h_A
ze|+`e06}_*Dl$zQXgHa;e~7ddv)WtQiA`obW>j~Y8K=?Xs<vL>Mb!I3Ff((bJ_0WR
zf)5eF6l0zk8!k^U-KRihv<YPp60Ej4^BT2$z%-jc#VY#>=l%y^u0M4D50DCJBBe%S
zNAH99h-uQP9qcAS_-gJ}`{*uZnR<>|SE&v|>|}o&hd*ebh=vv4&7>1TCKt;eKbrmr
zh|PWRdvS~5vitvs?TLv#nf5IEbk&U}eSbPVp4v(*fAsD^J^rgUeqe%$ObhGwo<rf8
zi_wSUvS45p3eb|mzW7nNHMNicKy#%<E!EnPE+30!=gh)E1x12~FS1D~`0l1}iW+mN
z_9mKcTzo6lGP^UJNIyM1;xaX43H@YD!$|D1Qu@ih(2eUJ9=;P0T&Pvb0Zd)H#9~|q
ze{fN`vn_(hpiH<$xBmw5G)IqwCX4ilHBqW}Fw1Rv%<u&N3%;NX#bDa{w@cwfAr1cr
zG)K**pk^1ZM?Ym#%?`ylPe3wFZsFJ@erd9jQ+{my$sMqF7{Sl@W#ub(5$^WSS79#Z
zj0IBVTwbS;Fd+I{#!<hQrt`lh@vYtP8UIJh_(|Eg85@r!Mu|juI_=HgryyDOAj^p1
z{_O8ex!Om=uqVs-=$*2NUcC%%>h5(0gS*?T*KM+sAnna@;{HDumti%#>$|*o%s;Y5
z*=zJl`Oka46fufqTr}n$924+j$V6awFEqD=WP&}j$qy)WLGYzg$87i6&wY8x$;LGy
zfh4bX-`U#nk}?a029)Q(J};u3N&EdWDs{#thmF8z*fL=6nQioDN8N?N8VgzP@D*t#
zmwBrKWeng~(29o1I6oUs{MM&HBQ&|ju;^#SB8=6Tj#_@{m7`wu+dGAQkLI)-ystSG
z*m&f~6iAR)>>a6om$vglbGpz_%mf)tOE5WmjR!(y7!;F10dU4`Z{Su^udB>TPT0>#
zagF6rLL`MZLj5w`%~y+%I<NEz(9A|Sd;A^0VqA<4YW)W&>KS5vb@9DnWflp3lcif)
z(PoRLHk!IIVh|c-g~vGz8;u3#X12ROtlr-!i8JEVPvf?rd8YpQTqgAFV!V*QB6E)i
zpk`Z-_D$3$KJGq(aV$-!Ufxxgl{3>uz^XL#^S1Qd#*2Z@6<rqt8Q1UBX+Dw}hu=IO
zdc$JF&=&aYx}P9%Ci7;Fuqk1ViWRj~&(|k0ghNN(Ege14pQvLPk))jBVCDf5xFc<*
zxtSHfeRU&SL4KkV=eu`LF(&*k#%2Uit+cL<1z3e7+pxaTm3*Au>v4MGqN0oIAx^X4
zYpl?6;*{fL>b2pwDJoaMAW^8LkZ)j?aFt2W5(sJ^=I#><v%#NXuCDST%Vx}kj|RNY
zF)#gSQyhynDlhWN!|PojPJf~Co_D8WhD8W#&ET0tg0Kf0z;@bpG<HM{5$>8@gpsb%
zev&NSmdKhr(JklD**Wa}q0?X{5`)(>cK?lQX(g)!>FdoSvzw$ZLv7BUB{upm0-&zY
zbT0i7h&vcyhG+F3U;x7?zOU~4-NSu^ht=lRstl7Gm@$mEA|`6>KLA4pDn6scGAs;8
zFW_SL4Vb~>t|e65-a6pu)2Wp36I|~UWLDGZ6>oD&Zo4zlPxZ%~4~vSq*IJhACxFOY
zdL9P5Z+kPQbJuyRXc>lIOXOp=`hKe{;~yAEsrE)tW>V^J<Jmtv(7VG!^kQQ-pj#AG
zw_N|Qy8l@b|DTz;57>#$y>W9HMov@Jhn>PnWW0<IRQg?l+W?`b+r(v=Ykg=6LnlJn
zPAGrHb4iSmB|X3EL%A7OV!mRMTw@3Mx!(pBdfS6eW9!*#n=YVutSc@WTSNd9ka`)4
zeV=PFn8SvT>+w<k`1EGT;NNBWl9JAKEBOAqp8wfr0>a$C?D5$Zl#j25q2PX|t?^x#
z%mxxAS?Mw5P@kT<vFv3$iJf0IW-o7KB<g7c`L-xWMKzbhyv`Z}iy!l=UC!dmbmOC>
zAr~{H6qTjbpNjKx;v{05W>TF6VR3rO`K-+l%MDEehmY?2bc&ETpsw39y5^Nm3szQg
zvrv2^IV_-~UZgb;U}NJm1GDsvbbvbSvuj|1j7(BlM@OkEu4nLVmij}xesZ6WbBbX*
zj8@&>k!eHqnr0$3I91PqlSWESs8mKY0j63oDa^F;I{Vt9f4dq3#clE3DgS2Oc5L@-
zV$_kpJ!Zgx$SRH3D!>z%PC}7vY>f>l?TF6{CAoJDlxguF&wiD*Ab^!oFdi1REjR*T
zjOw<c^>~?82^Z?GgxSodYj`m!3v(3;+Kk}Cvl-REgd=P)v(?mBMw@{mrPquTsk<|5
zYG7!5Jtk6FPI@VIwcosR@<-_zzxy5omgGlW937V8W4LBvl#?yR<N8<`Cegtx8+Ujm
zx-sWAZ~d?{iw!$^f92vVr-z{>dIni~1$h=Ty#Bda7LI-%=@>0T{(!rO-nX2bDokK#
zmxz)2Y%$XaWBP;+Z*Q4no+H5iioKqQ{hB|IR|9(Zd*|Fz{dAvYU^Gobm<mtuH*!w>
zNMX82A(O|}0X7@ihU?hAjc(T)_;^zQ?JKcj=Sp*y&f7{opd$|RO`{&+!q`|&8gjrm
zO&8Qx1|u?v3p|@9vgAj#>^R?T-Vgg&hS)t=`Lov13_1Yqh_XFDvrUX{DKuB|wsNAW
zm}|?=pRcq{wT8UT<5U*uq}>W63P0K2{aCJDQ){GRz8z;mp{J3f7KTsq35O6?Bvn3a
z(WD#ZdgoF3nCEK1l{8;Et}Mek;FK1rjfLKoHlwW4QB^s;8pg`w>11LdYa37w*Yha*
z5%{e;FJROCd`xD`lx$tadk^`gVSvwgoqnjzkU*(+KEkRQ0yDR9)EDPX$sRyPj^JYM
zx~F3|VA8&E3u)4_Etq6g*CKV(B0jt446lmy@{FzGlw;*clV=U_GuFmrBHQ+f2M|Qx
z5uj|19f+G$n;o-9(guubi4`SYXYoHhS05(|Q!q$p9M!i@FZ*0(0xL;q7M|(sU=2-b
zFTK`^Gn^Fmed7Ko<DM>9oGJ3T<n7n$QN5+hd0F4j5LlA?b|&jMmgwxJst{F6<I(x_
zk3;J5#<2pE!TS>nmD{Q7@Brc7%H1DlDtJlfiT)mJ`pSBx>uutq=vHjASeruVKJxwB
zkwRtOrMG_*x))^aT^t<E*oo3zyJ=(v)syHyGW#bZ(~BktKPlbELKUAR9GYTJo}NE@
zam2FJioX#HO{D&mmwVmpNUrJZ%$+nsMf?*Ce77l{V+}6P$kw|+j%6SsBF5yv=+^+i
zt03&{A=`~*W<L|jvIq4bq?Pc<SZ8upqRX0K0gazw%q>eo15`>kwylvm*HE7=^%F^j
zzL$*wtA(zhdh?V~w!~{~EP4D>yia@xz~C^#4Sy-sX=je952OQgUd#CXGP|M0;DzIW
z`PP0WE$sS%X`oL$F73Tlyry9XN-Gj=X~tTM>vTXsddc?Lgd*<%OBry|FEH0nAUoz0
zr*CO{WNkM&`X|o<c-cg&?r?gVm&sBzfKpbKO(ySir!u&DauSX1IGb}OR)dl}K%+2R
zqRC6NnPiXkUU-vRtjF_6EHzkiQ>YNObG6?sb&b;g3^c$v&cc`ES=7xawX8vKL#z#n
zW>NU$IjPJGy3!>VPB)s0vP_PuZ-l%I9N#T63bZgs@8SXqOwzWx?@jIJ!blMD`+IlF
z&_6DsYxs7dx5ToDTIYWK1NrLAY(&$jQM(7CnzO?v^&y^rTJ#b$Yc?YK<Md=^{S`fF
zUp;H#7v6Pprr_r$TGDT6?*6vRYh(ZYbvG>gzG5rtjXb09B*uS$ue`UlRFvxeH)Oo)
zc-=+VAABeaa-wBw&KPhKk*qoy@;GaOOZP{fzt4x|zr?tG8`7(+=?oHIJ`wkK-qqs~
z6=`kk{TuwKI)kZXB5{5b+gvxvx*7M{n|rD?qpR+INZ0`MB|X?>X1JGuXDhMH7vo&$
z0PTF&`LgTHQ~^48qLp7WYPq$hhL&&e<+Nzi&KUgeZlbzgl<4Qil^4U8le@=`>T#zh
z@^esIzzM#^Yei<yCLSToSkFsVy$D|SvJN~p6B`swYL_fB+x|i8=N@SV#f8$G_n3O6
zL$-h#2n5q6Lz-11(fxAUJ>Df14|CQp<Gbl<v$A^F0kKUG<yj@}NZze3_#zy~ouU4R
zPJvQ0t8zLw4=7}V6F;CpRRR0sR5+&p@`qo%d|~Tg(Vqa^cqj6V2s|S<M1iSFcG=K$
z=|M?0VdC*#w1k;xI}MQ=t7i}0IKdWNUWqjK1jM|(7MDMnG&BG}1N=$+K>WH<;K+ig
ze>&NQw*)?#&i&bDdPF;094h-&53#Mdq-H{HN1C2^_UO%-G`mm~$?Rwi<OtIX-~=P6
zZScOK)36J0(|pW#ts|P<@CZH&tDSQg6L{Cpp}X_8cp4YKdz}gsAQ82&OySVd=4_Dj
z>vL2ertt1UyrRZ&1z^|EV+rx{PoT&p(eIC{z9gudAeApLng{=?hgkE7|K7SZ;u@S0
zN@pL@@)w<Ze(z=Ydn;YwTr5(Fn@r(-C!D^M#7{N9%#CoB3n$lD=havWguN-J2>abW
zo_bR|)MK2LBO_TJHk+~rRHfe_eyhtR5JxD{9W#U9KAOT?LkZ0yYmQ{gG1>O!MNVev
za96A2sSobr;hqeq&Mk_KdvTljzfv~wZ2jVZsjl)jbd9kq>d|UG?A;24e5G>B{)ZRa
zZ17<rZP7Re4+ax}oCJctEYGqcbl$9<D{SM)`&qH_h@1DJu-{3gDi~Bk9N;lya2J0k
z<@y6|$RjEN*j-@vuIJl+;&0aHSgbx04q-Z%<r+4AhgB^OP{L*0rvVqrTnNI4r$s~W
zhaQGXO@`Z61_l?H^3C-qi!b-<_O5tdKt~?C(no+1<C@CJMmwyD*E|nVx1S2GgT6Rg
z{H(U(ea++Hv9Z3^-OvaPb-*NyVH}8kk?M6ja4~dH!l*p#_g5+?rk{UR7CX5rP$FND
zwZ?eY23Y9?>_9+(xhok%LWTl;-yKeuo_wh6dxhMibY9XmpSE7ad6z9W?4}$J3ANV-
ztlp&Vb?i*K0SkcH;-*@x@quU^+}NRVGhEhu_F8%~4Klp_tHS3IRj<MB{*K?n1$W{B
zrdm^f5*%hUEeSFWbgXcC<TS&#`Dn66m}+RM#IGlDXr`iaT%YG&YUyn<sL($<51Hp&
z;mexISbY*m6ySmlG$EaI(9E)+W5|hBV7(<gk@x6zOn><#!|@z+V|A2^Q94S0TZD?q
z*eC<bKwxbBnpc+2^iQC$Ve_xQU#FLunIToL!;{y9l2e<Uw$A>r&+FSW%hdkqQNxbk
zq55X36jym^Lpy;-Ba}GCFS$}D@TK^VzL4GfbZjeJJXbKjP5?T3sBLF5BHW#a#{H~X
z`kA0Vo58r+`;~ER#ZY`b)}mrUwIv6$?6K&CJ4Xc=D-zuVhKQ2G8wC&o000aE;yfQh
zhSxX!!MQO`ULLONnaZU&ZP;ON_!sO_;L^@tJPtV1vapd+nT%wb9ZfgfP=98sWi7+N
zC(@^BcxfsgxRE=fV<LMR8>Y~*k8;W3tlsvCS$XXeGA}S&2EZsU5AJ?s9uW`E_er`7
z>)kk`Fpci#*Dd>zoWDnlz9(TbDUf{wpt7iosWjWIvC9-Y^rZ`Zj?u9OI&k%ar<8Xu
z^pp#DR`3%s^wnL={n_uXTBtVT;Jp|4RX#H*`kYFhN+8eoVyerptPkbJ_ATD6#~(xb
z&l=l8`~Jd0Z7Wm}?lhG-4RUXnl*vQ6RF`EOVhI7`mj%OK?Ff~7R`E;x8ltH5ab?(*
z@IpaJ6F&kod<c8@5623@thrRonugtQzVcQ$0+O!-E$Z<5gy<BPZ#c*5!%z!%5!*%t
zf~zai&44_d)>WRZlZuX&wxdj^h*A<G+^yHV^p5}>i|2bMdz4p)S22uqy|;ItF!JbC
zkGD?XyZZDv@mRd@fw8=|f~0ItC&)3FszU{lJkdUWqO&2smHXv561O^ox)gY=3)Nc~
zZBb}ml1sBL9ezH_J&F50o`H(?YF-=*2gUkUj~xHIiU>uNl<aW6u*t#>{!K_%L4eHy
zjwVb%$;3CVA8&LScUe07KYZ|?nMf0a#<7iMgDkmAH6RMnsi7ClLr3ZyVZx+~7j8#X
z6j0zMOozKNl>BP|_b@E`NHF7jYNS2Z;=sJC4Ub-<ByN>@5zKH&U8fNE(NKN65<2EO
z>VT}JSXcCy<&eL`sf|-bCo;Pm9RBrk>8gpeq4ui)xA26%U?;zk7D8zW8bnaGk9C{}
z{FCUw&9E>wf9`<80wRoUXf14^=%d8P87$m-?kdcK6*&!V<^Ga)Ib}wv-&}jmS1iGR
z^Pbc0aN*Dep$}F2jpq!etJ$I&$9o+h{UxxdY#m^YQRtTR@WH34s3oyZVL__*66H+-
z!qs6){J>`z)O?StP{ys6LD3AyWMWm5^ihy!dlU(-*M6bJ(M2D;@^D2`40&<!-J|n@
zZ=-yOg{PN!q0NOSx>jfOcbgh%1vuYWM1>NXOi?-Kh;3^QP7Tij9Vzwm#7DaGWr{}g
zyMqy3-u@JF$B=Xuer`P)G#UsF2S*Mr6;^-8VeJkA_ho?K27AudA8HxaSPr(Rq_@YN
zD!7O=%dwpLY|Dg66|0Zmmc_vv)k1iD14do#PHGGt+V4f&Ts3CVM?>G1-`Fc63TDww
z%}fUu=d2r<^|m+ubg&h~a%L#Vvoh)CHmz-7n-E}wlLTw;Ksq4M928iQ|ISOaOZjhS
z^J$6;v9QPsjgm)mzC!<<s!a(f1xN)aas;Vq6EX$@WE=C7QCAvjWALO_egXrNQ+gPx
z2O0>K(oFS50y1%7p&1$VV?1aaYJgWnJ_&5EXY83Uq&2?;q;BKQXt1B&?N%rXz5LVs
z$Gd)STa-`<0%m;-H0QyD4xw$47Sc4VixI5(g%yX3thFm)hFW~TddNX#Or9vM_D!#L
zNY$+UgJgc<u%v`bIj7&Ai#vdDv4;T3yg0Ras9r+i4E8m)@J@Lg>ZH#R9zZW{AA=&`
zlA>6@{{||f2)OpdfKZVy3a}Ww_THAFLm7P~Zw;*Q*#;`7lSQ#Ubjg}Y(W8fYwx+kn
z_hCs6+4}!|{ig3Z%qU~V)cNe4n-O=>=)d3gz78+OWLc<7Kpo^0Yk)f$9vlB?#fF&K
zMD#3tA555u&A*(<V=)zZ97Y>I)4}k+I$TAG>N;MLW|(d5oNN1q;=Kq8q!-a!Y!2eY
zhF@_4Ftc^T*he|h!tmLU4tP$2rruT%iQkOXEi+vF2Xhtk8=v>*OLl`9GL%n4I$Lca
z`bTmY9RPqrS|p^3M?Pjo-IV;szwt(VnXnRCRxskoF83Ux&BuO0SugXqN`a(>L6{A2
zTly!|Mj6YCc@*Tp4i!1IA!nuQCH=c(13Mwg?ygCY$BKDFGtK4187KK7w({s3>L5kM
zC)ADxa^)L+$PMZnbiE%WkKG{isLq?CcJDrZW$Us=;|NL@unfP=1{U_atJQXZFliID
z#y&cWjc#!(FE4i~xy(g<*XJOVq!`tAV<D3()AptbK1=uJ((S~Cnw+S$V5y*Tcmb7&
z8Nz0E3EMI3w<X~Z%J!}){{f71CMW5TPV3<cLj#UP-CNJG+Vivj18DjSgjCAsV_u--
zlF4){S|%B{O~!IEU3sEBd_@h5!tH%Pbx*;mD8F<tQ?}XX-#(&kE1LeTW?9NcJ0fj5
zLCXtw@+xOCR?Dk{55aW$ma$fzJyAb^B)k$|{`_c{In!m?Sjed+2`*%?KoBmk4E+;T
z05p@e<z|UI7MM_G#Q(BgfoMN3?*2y~d0SN>cH^5ecJXKh0f_fp-urjq?AcdheGZlK
z!#P`9MG=|3PVQLK$?L{`#9W;u)?kwx$JFs~r`O;$jZ|5W$_1oX*8|0vIK51Ihb8-c
zO~O(*&A^oU46zFiuy0QT^~RdcIravjNDklt6<T3Nl_KP1ww5$%UH>+ohio9nJ!ECV
zm9l&tjHNdB-ZJg6#<ae^8as^$iVAVhmNL_wKhW=~zn1Gc3pL7ZRIz!-Djx~esmMW)
zWh#}HQiA58+9~f2(X30ci6l#}PFM$p=h}B*UtS8h?&}=y;uvn4zN#O`*WT$wDoJkL
zPoBt_`(N3FRIS<l+$jIzA*B^#&tGp-Y4!z-iSHmsmMlNYR=c0U<7(#p^5<5qo0MZG
zxk+j>jUZmLR7o*U{<MMFF0D9MJ+B<CqhLj<W>q`e&cukQk96QhDF57}|KU70^>;f#
zY+LDkH+_%TZHWm5MF6214o+sBIXpt0)Jvc6{@2#wd;<(sqkADUTJwCEq#TSVK^A{*
z2O`W*w>{~t_WCzE8N)ut(r6rKwte6bU$fCJ60i$uI-KT!_0o1fMAy1pM$2Piga{$m
zcm3S&_Bb8YLRA^Jc8cPnzcg#jiqvec^p~`&b)J4BlOo=C2}mX<Q96)f-2U<Q_!!TD
z$p4v@;I3!r!D6QX?R}>+A(%1K_WsZQVIGeY?l=^l+BX=UYZ_A6jo&-cFw?u^R#xxQ
z=YvDs^M?rc{y%`y>$<WYkJNk9pZ3hI<hdAq2sAV!O**;%#ngKTHQ9YpqX9ziU5XGO
z0YdK`q$&wL^xi?LbX1TM=^%y@dY2ZY7bOTt?}E}nq!%e7RRNLr#^1enzVDCBWHOm&
zlKnjAoW0lHYb~yX=kkyQ5j9qtAesLoXSu-ff6G~RR3$)7ah|;e1mnflW>t4%pEUc_
zUL?1Fkj;O*)pV*r8a!4<YFs;O>VmM?$xA#W1kzU<B1}JAJ+ht1!WuIRI6!UM7%+T>
zYEC@SBCCN{KNVIX5hlM<9zB-%{vY6YXy)#NC4%zX`xyg%Wvee>m6r(1_a_vTCGD<I
z5Y3CH*AaHU9JOCwGr{xww+M*>nO{j1w9SYztYs}{EX-{N$AX!Gg?6{s$;bZz%*1-^
zFIyR{Km#MMy@%<0{+QsBF0)C6U*Tt(8h9o6yd+@KoR2FJ|0X>uaG34?C5HL$J&v;T
z{1nMsZlQerLTOo;h5#T>l!$zzix2wL%<f!3?b`b3AJAKQx~W)KoKo#LUaqSqBy%o&
zA?^`SsV^#GGn%q99qS5EZefUtBRZ}N2bH{!A)mB=Vi!oO4p3mEe{sKUe<$=SDrMV9
zZ$4<0VSiCCPZBkWD_BF9Z@yN0mTxr2Kd%Xfw^(RrFTUYtr5B%tDOgy3YDMNWvRD^)
z5AU|QQtVvIEEoPbi^qwYDA978EG<0w#-#%&WXW*<eQyz7UzL{K*uNhQte(JpGHKRN
z%`N^w`Oc_8N6S3Xw2te+v%E}7$hdMITN(-Jgy^m2Z4CX_Uyq_x`wonszvM*`1sX|1
z4Z|x(^j*{Oqj~rZseK%g4;cmj*16nd86MBTbgL)=L-(-mZd@Y4<E+g#={P?!h5Q4%
zyQ>7Kb<o0>5mCK3Z9dhGscS?I8x1-o(OgC+fFNjM&?}1!cn+n~){KIHReC_=lyOMu
z&uR=9xaC9})aAegp2%k$@MOUPcX)FDe=xZqxaoeRMG(kS>Dhz+r{Rpc!~_Gh$FI}>
zLF(L)<NH%Pv`jk67gx`E8PiDxxchE`XTEJat;_uR@N<71Ku(gwPo(<5^Xtab&RZGB
zu|rhzVY-QGSZJCP-MjtFZ#}7FC3ThcRk)mw92jv53`IpIlIxwJmThPT=r(QwJ8!J>
zZ|=fcy&rq+eV)|aCx>z&Q82p7a?W0H?oTZT?C<&C<WLU2?sD;Zqxd>tXYn^h;`SU4
zT643Rtf0u8X#cxiR!NdG@tp!K4#hK5e%dNxH7D$WU_v5rjSK;JH12QU$b$o+Of1RM
zn{>vgm`MjW<8<{3O#jZO;PMPtFcV?&y}qHRArHZf3Od?vp^jp4+0rjdB~_WgQ5j<L
z_}lz=j9v**KU-fU*(`l<Zg&am`18DsBv>=CwZ)V>ybYc&gleruZZid?eM88S!9Ymz
zK4*cUf9Z+x8r!2m+`~*WSs3`gh6Ulft;eq<>4}x)Z~vt&te-`HzT|ii8dQe67tOd|
z`aeD{inKA2w5iF@I)C-o{uW(4wR>a^@!m<?&F^04zy$Hf?<3-0b!N!}JxNZH?1-C>
zr5gu#v^K~I1N&(*jiGnHAx-Yfka~bp*WLSgF=0m^ZhTddRc!CWtM#zf^FPuf)ugQ0
zwX9=hAEqZyr*ZV<zwUN8ZHN<=;9vym#k0Q-qyz?LJcq4TIDvo&ORE0>l=9r5sNn98
z_i{kxVw3*gifz@S0G~;6K*&aiiBYAS-~aL^Xp|I(_Wu^VX4CeIAwGfBuMhUOfN8_^
z3Fqn>`N^`PdR;%tEyfi&!)*Wr)OJN8nY+Tf;h-Aus`ffH-q7;d`9`W?Y0K5qn+tM%
z^>6kY*S9=EIzXGKXX&dygH*H_ZqOk?XM6@mZbzt!LkCg-*bBR07t5`W9Z>DsN>tgm
zszxpN{d)hp!3O(-7;h7eA;%QM;^E|6FFGgZpK1d;AaFwPQm(OUx`j;B2z_6tU@Szi
zp~j3yT-Mz8Bi6WGBw##4OwTqNPr13}!A97iPCScJ!!JRiLLb)r;A2}I5#6O4xNE5n
z0*!`h3m6$S0st^R2RxY>?cI9@1pXZ0cUt%ulzL*mRqKoni;b<ovq`-ux|OUJJNcTY
z!}z_Z){P*B3bT<sD-#&7B<qL!gmzBV%1iMcfl$ye^WclJt;^WQ6*hUKUIJiP7Ox%_
z*g1-gKlvC;f<GVAzKyeH^y*hzkQV!rTcok~Tf|-K=mYT^gC_$P>y)cfv#xaD3}LjG
zZcWi4blgoB<Eiig#X}b%*>n3qPN)BS`MhqH!B1BmQ=7i>dMEreBdL0u&hKN9A+5_>
zog4}gHSe0SFDhJ3ZqRF8GM;nwwWKbos$%%dcqA+d4%?BU8XJ_;k<fuNru$*WPf4N_
zKTX+MhN$rTV5$kAsC__L@kT$GK|jY_A<%A}5yCHG`(fYDH;7&4E!&V6{FQ02=4Y5P
z$}n4S3@!n}Ws{_h*j6uuXwbJd+0VB(f9ja;hkxCoV<l1*$R0%op3U^fulnM*)Yt1_
z&rg#fx-g&4(9@ZLkJbaR6y=Zi+`kMT9zUid$nR=!j)-UzorIX=0DD`*m85?Ozrrax
zJo4}&PcI47&LP9e{j2FL9od3y6wmtypX$UsT~@DHAkDFpXp5OyFrGLf(-DNqn`D~M
zSuhx20a5iQ+~xQ^-{*y-XKXu&e9hg;c8~+qGyR7VP3BUH;tPX1o`I>L{HNi!*O#WD
zjp6#~B~yd`RyE6Pm73QQFQF{27R2hGxZ#{$K?)zq5}3Dh3|dxM`VhRl(Tv795jPFL
z4`JHPND~Q&!D>*cidpJ(zuaruJ{;bvUV}<$fqFiAj7*=Tsldm$77MaRt(4~vtxvBP
zXo$)%wHj{14F$^z(i6Q5i6va4)J<SNl{$NfkL8bNrKDch@cea9Y}v?)^c=CVr3nX9
zv3}aqS~zosXObCaf?UV&5dhK_BD~nRp77EbN@<Qr>-|gYtJnx;+jw1s!2T}WN!=8^
zQ;n}t=A;H=KW3e$tv3R3M6}L*wI>;AN-G?ZP&$&+&(0-~dl=nG{8@dz%1yzGrh?wt
z?RtQ@NpXMYu|RYhU%Np9i=AkMx;*_($c1ThCMj;HR>#Wnyfk1IjU<s7)60o_jW&f5
zO6F@OrYI2mTH$e;O)MciJoj{S5+9>=+xRCyU@(_KPIWn;Z>Rsei1Ti}eDBj$YAuE4
z4ik)rt2<gG!0l5Ox@dEjhEb?OKb->mwuz{>XQAQG)ZL%|06W%lVNbqC)V2F}jqZe}
zc=+NM5=ULD?|O;ewO=Rr0V^n^wPzm9y!HMMFezTiNP3nY6jc2x^mkZ?l2=_tP8Z(g
z!RL0DPo00m9sRUAdKu;f0pfHfb~n4KGyMZ9D_C)Gw)kM9{q2~=9t3A?T*ZeYwBOqv
z^CRGt?Y?W<FAtQ%*P?lF-tm-_o8tPbEi+>ZXLE*kJd4b4s#bHtdTtzguW)($=AKY$
zH+JxYelh2?EP26<AH~jngS-VwDtsZ;uEam|6aAm5BO8Jor}8RgFDnZT#tSUrVCFAt
zJz8`H<3MJXsIGYNz$XUx1aR}4+N@y@JHyalbqO2{{EmNi)$If~Rrc<`WqhPip~GFw
z{RjVB-l$ywIu?K9IW(uyNA!Mi-1O`wI&;y78!uM{=XZ}qAduJ$hG0@ORKSSBMBS3q
z2=tJd@{i)C&<ln+yr5|hK43kf%7EKuK(Pu7p*ITx6GFIDRh(;|hsHb=q}sTFolo>D
zymQjUw7J0%<(bica-k4-HpFt)4A{R6CBd1rks9cJeNolpJ;oTv(WP*;r(+3wIqy3w
z#@j>?{L1yNI^?`SR+U+Jwa?qePNj?9^0gad40bAVmhBzbm<qZ1^YVSD=0w5kBJgHA
zrLe6Q#7FZ$zLk;QV`15NA}=>7O&T$`l#B1XFKh8gBrU^wxLpfe!9!Mtd0U`4z|xir
zE$7|h{v3lNj+8Wk`L)e@RTI{gOd&y?dap;UDB8vc5C6n46ivG7jy7lRB$8*9LwPq~
zT<Sw|H<?>Lw%CB~yG|ZN+(_@HwGOSxJmwJEjPa`Zt8O>nd8h3)0?vSJyOzHk|456-
zFVrioqku%k<;LaUZ%4COQ1NKB4Lyx#9Io80%hQZPlpBo-WW!@25H2S(H^gGmO$$H1
zDv0To3pP1J0%twPpU>;Wt7GU_E=)$IK3y6L1K@n0l{QGV11w~a$G4Mrb<9pd)a;*>
zlm$!%1$4dc5gi{|0cON8;sL&HFy1}WDgTgD5fR?dw&`=3sXjTvqi(`2c!WUTKDx-t
zU!HU{0Rdu&sW&8*M6D}f=dDx)NWtZ3DCGL!fIW(EX|iAu&+UD2@}rl2-uCo80(bub
zV&-(;)R6KE>P=%^)!^AOh`x$XStgm)r7*5(v_<*7p9KV8g&DTFvlFV(I#SIMe>HP6
z_U%nsn(-@5#y@$1OcWBE)g1Q}-J2Jaq>JqdbQk(Nvu`R{-s)yRN@MVU;YZYOh(-hH
zfxjqtXDWB4(UUu>JmGg5WdQJ6P@&t5-xKmKMsfJ+*XNh>{JiNnvFu+vQ~DqIKRb5n
zL~qf%jPy5IvF2XVjqMn7hj*_;rR;2@LwYJ8^JpD1RbU;+qXU)O!l2toQCB5L3T}y^
z*?ERow))Kz@$r%C)?1TcRtqI9cpcsjGUH|5bf{WTG$oi;BuZQG#Z?W%GRIBpa$l%M
z@&LUvKIJ+KH!qLiz_06i6MIR5%!^B>yYK!c3vhdR<ID=-+$f;L1KJO-Sl3m`B+56Y
zD}_E`a?FJQwA_{wOWt9Jd0AE?0)F%;3qrY8ADTpdgsCt|R=Es<h7=FdGhuVEvy#nw
z`c+IhabTVzLZU)RQI{Fv$S4R<71K^~*mpWg+Bjtk$S2QNtFO_@JCn8W6(v4g%b`^e
z7T`ZLE6EVX(S)n(ok3|OTwHVCAhQf~>wx38F06>mZIhKP74LoREWN>Rd}8=V>Twk-
z7T(#?9s+>Wb8Oq1ZE7v~s@P-zN@Sr0JJ)|#<nZW8Z-~9ix^^Hx*-sjcQ;=!<tPBBO
zK9Y?`1N4Z}-qTqSNvS?GygftsPC+-Dy}6hiQ)TW#MuRHyyw%bODAUQ9DD>Vwq|n_F
zloJ}RT)0~O9K|4l$L4X}FHxO(%9CNiQ89RDcXcF;SAuIl001;Vl17_nlFxXZt_wvY
z=qP8A>zsCV^mKH3Q8V+Weo+gMA2$QlX*{nfHBVWsm!N(Z9{>wqI)wobqlgvO?3v>s
z!hsEAWR&Ye<^;y;67<7Jx-9I%&duODppYw3ZT3&6+QPzUNfxK&kgls&DAixY#;6We
zmHikPAVn)?8d$DML!;3L*IDGO8VM)fp~4AdCuFvkB!6s=h|J!jz`=sxf;+NWp{$nf
z_+c~OynROgod%J}>@gM~joeG8h;Ub~)cmt6#jCI1>Zj@Sjx?^qhwBYzMvHfx9u#K+
zz2~1ysa1`U{n?%W`OCxk$N3j6VSoRo3!;XLS7;H4rK(+4rFU8feqv@7Ahd#?f#3F3
zvFb*`E9<k6)5}&Gb2{m9yTp#&i%uKTQG0zd>%Zku8$YfpboqRy%gAN4zwwc8tV9^)
z>bjPN7#5tFf%WM{c1#YMM~y($<AnO#O^$Qk@YuSFR|$(UoyBMIr8+ROtnXGjWlmJ4
z75c{vBGh(1(}Eq6OiJDMgbv4I8<T%ef^2F&BAcuN%pV%tB(q~i1s=n?GQ=IAiEhN=
z5BhZdS<c+Gjj~m2MvW0=42jkJhCGG?<ZR+pl*z3Dw>(MWSh7DII}OY_z%m%@&j`UE
z`U)-`qhS0n&56&%%;Hm1D{sHMM#8^v7YZ8dXWK6Bs%PST5(z|CsP)l3gr(q<X+$%w
z`iW_-3Kx9c8#6g>-S!2pga@sgKim<L6eDO@sOx^ka*?CYWusPEk%#pZ;u8u%Xwc^T
zN_Hqo3!u+wS=xFB_It-BD0QR~r+X<m#z?=bm(D;QCCM8ImfidbO~ksTGQJi}1Pg1|
zpe0h%SdbB$>CjxQD3fjc67*wQacv4>zsK$o-ok4qo8hR&l(U_^2-elxbBpi2kNNS<
zlNU-oVWK+P70|F|vy!4O$+k$=9t@;xMh=P7{+n693Qw|hTMNs}tS@r_M3qS#P!0vx
z;@>YI+Wh+A!$%2tF~S$Ndn22o-xP6aiZ-^jwCbL&sr25F=Mi@(Sl&@rRky9DOIs&N
zF%u1q)Vl7)TwdIk4uaPDBkUTkd(|e$uL4qzh4-KyfGqGu@;1lMXQ%I9_nmS9m^-b=
z-t(&Qq;26Z?+;k4=uMlXE6INxu6jG@%q@T*|7yW|%EbNbRlxW2W?gIOT-Q^aa)5@q
z>dgMNk}d;tZe!!r(oVn8YSVfg27v6lt2=zLp-EfI_%ixBxa=P$@M!9*$_1{bHNtoM
zz5A&BU+Jov8?A(cQoVrDJvc8nrjdGke$-1W!9v}7jfVVFma7`vXD^;A7u$z?@qU>b
zX&upMbO~hh7+zLBFP3WO9u%_n!Fw<!NT?VUrByfk?}`}5&r?lCs`;-TeH>qi5s=_=
zW$#+6WoY~2?90isz|aoDsnB2G;9ZW`^=5t~A9VYL?A{gu?R$F>KO^Ucv}^u<r6_Gs
zMgOHw>l2&?w~CQ=fExbodd(L85LJ={U#-wVxPIO<jZG~5VI=35lIn$_fagCCS97?Q
zj7KyX;)Fz2+aj$K1fQfvOy!x-f@K%1pLSCCS{u~e*?kur*(@VzR^#mt>yEF?JDk50
z>q#GA61ky@z*>=2^!S~37j$idhisK!`0(91o9d;r(`90I(n&zMo`igQ+B;*knauc~
zCc@R;8;w_<60#?p$f$Jm%EsSQ8qP+%CmY<aIjdsm+cv4D{SP2e^&qHP1c1oGI19`k
zm!Ku!MU!>{kNs-m|HOeX0s^fCYWH&qa*CptFtxqWvMp?$0nD=R8$@4Eb7?CTJbkeH
z8Adcs9rw)tx6QTC{+03zi7+kWdY5!|{j{v0GMvmGM$1yYjU|eCS~^*q>X+z<SJ-3f
zZi#JE(`okEnLTY8zgP^^m>JKb!-UfnoUl~I%t#_}%BldbB&?wq(#GJ(Zf-W^F?IF$
zCi#kl01^m@VwmK&`;is6@pGZoR%DR=&{Q4vKY-jScLsSaB{xp5ASu<-6!r|>BvT+1
zmEMDvS19+nhqjR6;<{gw&IgD5u`=a-PG+!S^+CccW<R)sYw|sfsZi&{w&<9s3WvP4
zbUldeUKGnQOoh$kb^->Uw$!KUSuC>eAF;u%Bp^#jt}bTIU$i1$Edt$iRa@^Rj%{vU
z>ov$4;stDlvfA5P5HI*Mf!I)|VrsH5BvnDr2)Wk_1OBECj5=&*1E5VXY(L(|`{zgd
zntk@`9s0wCh9HJ_!R$TqBr^!b))=ISD#u4rgHAT0xwUUQKTnb~tMe@f7q2cjnNPQY
z*47t7%0~{h5`aDC1+`+uTg3VcVy;WY{Z46#tY*3xj1B~eAj>Q}!dIoT`L4v1;~36n
zj>w#9F#qPtPspq7Y}gnyAp)^>#qVl<Rf3Wf=%GiQe(`7ZgeNUwGIV%dt~+AJbx;KI
zM#{70a>4vjLU!`qY`q&9inQ`sqQ8UqW2&rm4V~UN1e8bp2=HN_Po{p;U*Vbtk#JqC
zgFjgEJ=^6^pBS9A!08D%g<I-9#HLpxJ*&W(d)O+N$hUP?M`DwbXbd@Jxa%Y@@z<^X
z^@ffw*N+;W*~B@NmsA8`rKZ8<geoRrAc}C2kXgnF#zxQ1%&>Xw3CoBb8+&wDuj?*j
zh;LFNvDOh-2PayGBoEUy)YlET<<1#rOQmm6XW6`WquYsts{#PMM+YLi(%a%EZCydh
zM0kZ$Ee-Av!aW_TPK8f)K}&7)j0)j{lX-73fmFeQ85!da_wanU9Pk|JhO<j+X@fP@
zn8vI%0{4d(&S?d7Bs~s|7Z%hF>{U1fQ2z&XX5?@Jy7{a>H2b$B)X@Q_IEY>};`S;v
z?M4D5mkxnM5SFF*A+cTfVCzy_T;E=K>HW%mDuw)J?VI=AWVng1`_G1ln4dU2IOibu
zi#+3_YHxpVCNE2c=iC+_Lu+^6$ewy#$27B(lL8SNJEsN82LP~(c+(_%xz{*VGuQ6*
zk2YcQcdxxUH+{1IK18lx1Uuz(3_^J$o8Jz2>6VoRREDnd@>2>gdpHLJq(w<KZKTFM
zXCcT0%@aB`;*&DhmjE1-RMfxI%irNag+C#et0b+xNqJf|!ZS;a`VGzc>Ycj$J5B|C
z$#_~hLYDLe-Zy#fV0?yGan5L`0ojn9uMM*|ZR`)VCf_F(Q~RITqhFNVd=2w$-IW=d
z0sRNK`Qa6OVryk7Ai{~dUAy#c0_}3|1-`eo2$;JW(hKI^_jHFD`i`W%ZJ*<v$AdXZ
zDFdBL6$>wJ|3(VBwQE5@+511Q?x6txUz-+*H&y$(e>VZw5ye>~{txr~7x;we)FN#7
zdc2(QMEvjIy@uh5noUisz{AxHprzWYTc3}gpOFVA^=eDtZ9;H(DMJ|vx5b&t7SM<Z
zZl51`*)UC!^esLyxr(2PWLrOb%|4TXWo9bg&c?L43bk{1KF`bGCiEYmITI6~%SHMh
zU?#bk_mrE-*vcY<8)3JB7PnsH_<lO0$3cqku5zXu3LlNltqw0i^Lx^fKB0Gs-gLrb
z+AvO7P4T&O|JvExDv66CjKcevJw|4jZ4QoH5HgU_4zT<cSFS@{2sb^V!#DOx?sz{N
z>{u>B!ab^|Zb*{Ntu5?Y$Llgs<YD!yAq13)5@;?Bk)%Sffn2IqP^i$yLr4-N9u|AR
zxpmvQjwCo-*m;aYdnvnQ8|1h_$(|F0am!t|((Y?pG#avoCq@ch{igqKB>sP-9>pF#
z(Z61^=Q~(6C=3N5t^3FK_BT*!glZywMW;_VMIPe<-CTw{JoyL-w)V~+w+e&F@Bbyf
zAJI4><dU^W?ne5NoXYaN^WRt6C68XyE{L*NGF;Mo>~ec!lCmW%gD{Y~QlbfjR)P!&
z<#Rv#rSt3@j+&J^iQ(6Vs|Fc((F>t0A0aZrzJBnZOMB*N(neV7nN^M|uM^<H`9vad
zC)}$Xq)ZaFbm{u?_lZF7KzPSo$fWSgna$Zg-68d9NmxPV-I)>Zc0MCStuNiX3j8f4
zSRWcUyMBpZgdq@!GRgfOC=ft>3P!PLT&0KgoclQ!IoN3Ce$q>rz;~9a$&JAiqg!&T
z=@n#lWiP2R&O6wVzF=64ec))4`6<1ONhG~w0)f>rG*lBJ@<OItC~w`%qL)xB)b+@`
zB{FLsQT0pPI}t4FB{oow)Xw>~^_0+zTHKg6FPJQo0=q7s#h?Q(00h;sGDa{)fHY82
z(If2R*0rucTF{6^0*}=5>l-nxv-__*X%9Duw1Q4ABV*tKYRvqK_6ruJK(AIhoFiNs
z&=M-}U4HP4%8iUX>gw$0;X0ab0QoTL<~Ma=X)bYgRS3Zwttf}(_t_8b31q(_y#D%e
z=NwMT=XUy%OXMq4R}m}T%C)zW>}9zwW9W(=*18CL^*R;f$bLsFPyE1MG{%lZP-DW5
zPsK89OElLIz>0VI8z&pfK*Vyha5{DL&&CH?*gG|R6oX6BjN4Z^{v~VwcnLV+KrV1R
zuFz50_#2E&WYI37D<jE_=PLmZL}@z^8=rB69&Up&juH>+<Z4j!$zXgD?GHgGr>9S3
zqQv}4LT21KjDo7!>{jAGJbHp#f${;}HrwtzuhFyoAh~ZHH-DANFzz3tD6yBF@^snK
zj{NXls1_=w9HW`u1FRV3?advJntHsQS-|ybwu0<WItJB-S5%z{#-Gq_ySs{a+O%u}
zKK=}*7`cC7HN#r`#Q41X?W^d<GvCg#C6mcvv(GpCTle4S^+=hV{n0hYc|lQOgVteL
zLiejC$c*qtz&bEUl!%3E(ke|a=}`ru&Vzyk{?;9%tEOBwG5JaJrBf?}tetc@e@oTC
zE@IGOA~9}1%v$l;pX++;o1P~4XS8-%0oIcxrY}8FQx3Rip)I5xgoHWu3=5U7KO5-s
zvB8jP!z8vL#_;IyZ<mQ4FeWClTYbF8zC6R1lIj^S-AoWu7G}W0Q#&gT&^`Fbc;wzD
zV}V-IJes8~kdCnif+u24=RE>Qi`)!hYfQY^i~3b`$MG|%xJK^7qKa1@4z2Mb0nJTh
zOT$?8^Dr6k!E;iQS)9!3QncUH<Du%!0~Q!U>;U4bW|;LIt;Y|k#dnQmV!{IA{4sp>
zxWTUja0W(}?_8Yb8*6&l*pr8<)a2I(SVnXD&0vT|8^d=yceL(4b7*jNZju5q8Q#m}
zoX?Xr`Qn-r0+wbqR!Nz`O-2FX<9$p7!JmU;u|mq6oG&_^R0%+gE`{#H-;U4M<CUg5
z|LSVmbG;w>vsRh+ywfxpwX9j4HW1czpbnz~ii4tt7j|EqlET=oy{@I~$jaN(ShU-L
zR?o+G6F^Quz`;Im648^cJ1wk7C&P%ZyJW*XmZHONCNlp4s2Ao>W}^tZ{`9@1+f#?B
z6ff9vVJJ6R!Y^JZ6!Qyw9PlbkRhLh5-Zja;da~cI$xkO-E&6_8zUeWj<}>VF_Q&zs
z7E?p8*xJtF`bi1HF`6N5l?+%Ow?a#u0HXQ&T+EWNPDxUhh5E_I?v>Q!q#DdlSw2I0
zfm!N4f)C{mAsZ8E!{?3DOK-_t%1V2@JibxOm*A>f*dLr;VZw#)G9lCCWYgC?nJAxG
z;R=k|eU>0Vol6R$qH*1&QVWx`TYmX*j18n)nU|FG>}`gMC7I@u=cqW@T;H@Bd$MI4
zb3!W9?`PqqHVT?<#5u<gp4&m=7B-~e<pUm-(^G0Z-2LTg82GTi)6hO5wr!^Y6h#`+
zg?;7~@`9(Ox_$WOp_SMqUx~gb1Wt-JOf;}S>Q_i)<hmfoY?>3x<*AxYS>%dalJcUG
zia09j|FrH}K{gS*(<~lV$st|^F}k_@%q-dbG%WMYyF5?H6;>`bHa4q5e80ZtRw4hi
zI_;*<PCj5CYD8{IlSSh9$U{Z9jYiea^7&cov*rwZoO<gOs5X$UGGCSmEgysv{YSmG
za)r3TY>)8!qAYdVxhK|C{S6!obOzd8?Z}Pn<2M3MSuB~&<(-~`WArqKj{3^eO$_Nw
zOz=5nBTov7J&ML%PhK}gNL6H;$IXpAq}Q=x)Iu<e6g5!hLv3pw>gd}lEzORFV=M|b
zv^-dX59Q?Ek;r^;FC!s(_))ZAPi8bcZ~)W2XDP-7kvhjI=@VqZVV&<4wjad)L?^yd
zI#V<eynB1ie6wb8qy$fs4#Ex3PQb|1-%mTKxyu}*;MzNWcz7LWo+f{{QRRYApg52X
zDgExRT8f~;m}Pjk`wn?jx^-aX2Wp-T$Id`snqN<bZNh9tsW(Je2gRR_>kifgVY!Q`
zQHiPoE@PegwIe0vS=sQwS(9;irHD;Aqh7u+`LI<RyE5N=gIOV~)Uqw2&iq}WjFj76
z*S2&WYq~08sQb;Jf_LERChL4F%wOCA*q;BLY->>ghOxx&LqsdX(^Y3Bn||Nh-jm4i
zihhf48}%jj_^<G^@{^uo=UVkV-I`T}O&Eht!Mnm32dJL+b>xSj$`C<0fpnAEPXgKE
zbU3d&lq7el>Pt?I?kRSHUnc9G`#GGg#coo;Qcnw|mBoKWTWd+C_=gMB7#+{2@X+Vf
zSh-+aJ{22BjrJc@V4!rLArNh4MeiG<#V}$5(<>pF2TwL1$15+sK<mZOu*<&pTzDaB
zW7T8F7F(4VI6~=cqf2E>yrdg4Js{myv+?T%9}4H-<%h+Gq<Fmq=j7Fw1F#^`B)L#3
zXNwX9M(kj;c{=s;r=uhYFdadX)0l~wm54&~r;{r_VymvLtgJ57QE=4Ur#I*IG)W)L
z71kmrR39KD@Ux8TcyNIp_}H>VwJFb7V14ACA{Uu-!n&koLbp97Pzd3+L_ilH5@9e&
zJQ%+21$O{IZRC*9p0%svZ}N+llX&_~G}(qiBCq$LiOI}Vu7RGgm(^KKSyqkb&KF(H
zP0hhl<LTDwI{oId%+veX7voEJGn<Ew`Ki4QcJufvA`)*J7duQLr5A5!2A-EqPiy;M
zI!Mnv$Yi>kJCgal6l7`gxgmjy*YnF`jMk6njsxF{ZW6znK0BC4TH0&QS*M`09G#rR
z6n&?Rg13<y@@nl4*A~pY5+35D!PxQ<v}CI~MIS01rs`1kJ&Z3De^}q<kn|Vn5dDFX
zAbW27$#%4O)dZ&S_x1En+$0tuwqYa?u+#^ssWh~TGo8q!a_qpYD@n#?i%Us*p0dWg
zX~|8P)zOU>BSZ@}zRAQUR;mBVvN^~tT=`ZO$iUZb^7V>)bIhVCsTStvBjJev4E}xm
zH$GH#Ua3QZ)_-7T3B4{qtE?ps$ObIr5d4lm%%*>vC+hQq**T1R)5Uay^Ye_lk$J4X
zayogeURhq-1bnf2SHcXFo{a`@5$RtiTx8Jzucb+hj_U{==ro%33Tzf_S1ju|7|R9(
zPK4mu%x{QWtE_a_U%8Eh6!JO{X5}XGof5iQz^9jde$>+pK$}vy<C*%aLM|@pjK#;u
z7#QwLLTWktuwLX@jSRgWAUcBK{9naX(Af})oRzBNh*P9?l}&$9pA+C2+Yc1w3IMP9
z1IL8FFhh#+tQC-r*|?D^<%ih!oSX82p0lcVN=zYagZ9&SWPjd?bKA^L2pNB!j@FYg
z^g<>=D~<dHCj80*ftR{r#mjtzZ;~3*v=J_!vP?~N486eyq=ruS7{{Rk@ELcCN6(<*
zn+4{?1AYplt@jEtc*D!qvqxnt!Q9?xn(?gKicIoyWNd{XJiX}0l5LX?Tg$#<^4E(3
zK|)!v;@Si6xS24`6(YbeB|9IV%u`{^ON<81L3GvJoMKOM)Fz&vxK}REfL_vq))&ml
zZC50JxuwW2q28(3B1J>L?wC^vInu*HfB*Ae23Q52Zj;OssFxLvAytlM<d4dXLcxq6
z=>V((8_9TowU@u=s9Xe_j!g5r@*P}-WP_%^$}Cei5+bj6n$3NzQ|AdsXkRw8ympyo
zmlw!Rc>1!Xb`$DmbKtGm*<mAx(hs0RvnF93imp8n3xyIfgQfHav~9n3shvNs*8a3i
z2sEhfH-2qxv?OE2H#d{JR{h;8)CSnW8gh~&u=u{8=m+k&FR0m|e4Hj08UB3~xjTb@
zpq%Z;e9P4TP(1O)k#l=%tg&uZCIb&uNlvr`&PAeJ^rvJJP40Og$_R}x%q$hmSA4HJ
zE{vp$N!NxWP!jo)U@=a~9TsSHu8}YtL7(NTMUfhVBK{S~UNOq`=g3k^cN+o2i<_8#
zzsL56oIJ52R<1ViebeF|g_i%HWnrPmZ{l2|DN4rGa>I)DB?UD&?J^E;^6>c$i3%n3
zR@WoC%xzZRluzA!c%w*R!l(H@)Xa@FFbOrVy6kcKmxm8Z?ewd$dwAs83vP)ACqFl)
z*5>60-xQ>4zOXy$otN8{N~X^ec$qBoVK5AGcEvd+3H-1mdpX%Bnr2H}k1~>-Bnk!X
zYQ^Z4Ie#2<2+`R&d5|eCF)q#~4wl9SKAs>E4S8bA-3w)V@M^szKjj;Z*2ksek3#hj
zCsObJb>g?z8o=(DtDDE84pNjrh9@3GVVCdx@OVe%8OIkIthD+7xGpt+Cyi0(QB?AG
z?*9N%xQYNVulFgw4ObN~CKF|8(t_wL)G|LvUtUg)kr4oLL4TCOf6U>^@PM~zb6r7)
zKp_H)pGH7dHK3PvhO?Ka=t7%XJ5P={-UW}3z5To}bGCrXTns!5o2&pKMZCs>8V@Yg
zR6V#s?sW;{i%q$+s=L<qdz2C;{SJ8BHa|an{OH4zVeB`jMw)A{V#Wzx+4acC`w!5Y
z3xx^wKsD3*p|3h?CfWJ`QWr@BHPh5TYtqqUpPER_kEcuBpqZA*{OKeH<iCZ|GIxnu
z_yo_JCSC<CBs;c?@FhaIlj2-1utc6wXz+dNpOvmK?@4u-(7gDldB2<r4XPV7<T6oB
zILQ*<IokU&b0Sv=<H4hD0-^r>hK*)(#i~s?1v^?=1s(tGDaETE(87T6xL>vsZ}<uQ
z@Y<U#Ia@#gjJf2q3svk|8{^)6LZCf0b#!Xf`Pp4^u7&;bOh&09TuUVFejMo|kt9R#
zuNfM&iBKZ|HGrQr?^K!YO9Fg3v^Q1r)@s+(M7P?ipmPV^k}a>EK+4pNxMz)u?F9fv
z!f$6H#g(L+&QqGV#>OS72AhP0?a$ztX_Ve}MiD$wL@leNocPHAia~~JH1&zb(6q_f
zsg(&*L%=&TF@40e5Mgp4uL_JoA0g2EB!?q$%)+C$t<jI=U*9)r+g4@XBC_7<7h$gm
zd7)3-Z*f$r5*y(9$tAspE>Te5d+Mt(Lkt+X)B?{kb<Edb*ME;}QZNz^U`V?55FkBL
zPm@<A_J?Y8T1~`4^^Z|fTg`J4y0eoR;sKT54s+;3tLex?aIEcQUe~gG2<K4FD^hiV
zoj0_Z<hwax0w@5WLJ}o`3g&fb!#q5&F=LmIkmD>~sb^mxPnhoG=?plv5%7`PCm&U?
z8P!pvN^G7JRz379q3-M71Z-3J;1*lQ{%I=H@HE5}mY$oWRk5I>i3Sy5Jc7BGK79Kk
z^4yG|8Z6y<^%~EZUnGRltQ^{_TN9rT`jy0#tzZQlfRGwX4D2w8yr0)-M=GA3>n)AE
z{P{;|!3-l@S&Rz1b?T0M5K-Kq{mtnqFJBx+y(ZVm%A_y6(QU-6?$0cKX2##x%=*9E
z$q#cIUfh4J-CRrSjH}{a1Q-FSWM=BSIqd67kZ%%@V13KW`G0^+%E(S}k6XgMfCalo
zHA3|T>LzngWU|j;CCZia0pF9cFONaR_KN!r=#Gz4jj3*H55`33i25fqdkOi%6T8a#
z*XAD$;pRgPxOQl0!&aWpv*6Y@4R^$#E^_(upRhJ@gZ<lqUP54olY!m;x-!Jk|4RLr
zy|h3AXL=w#R;a|M!B)lYUDA%ZXr=;*AaT2&@*xL_Q~Ga?pAr!r>gx@Z!Iul!wj+*X
zg4t<2`Lev1?;mwq;ap9!*2GVy)&7_OdMK?I>aCP;(&xs~i2U}2(I~es!&74b6aiaz
zH*P?{3Us#TzT@*kiea>|h-0F;E7Mh5X4ba*{f)<QvZi=wSio&pU?P&^x^Zgxf4c1e
zKCZ2Qy(BP=lT<Mw5dRnRw+0%z-eP;}i_>H^V8(EKlL@4i&)1%p?a3_8u9%ccfqqg+
z@_%rm-$d2NBL&)DxPlT%woOoF3rH~2`KsS>TiU4h@W{ovFZ^e5oE@o}tPp2u(}#Cu
zLu>bfur1~6)4UUz+CN<_0nrgBOr~F*$USKKGu5a_F3-da>YSCp&j`jAB$RxzKFJL~
zPC?I_pi7u0TUku;=5k~9RhgRb`Vs;Ltc0K^3WMeFVnwRFcR{lR3b_IzTdf2VhO$;;
z`G5E<rfKRQjRfx>j+WqAHMLz_ULsplm4nn*rZ!geb=&mQL~O&e!TKe6NikSJBV0SD
zj9tZqh8*dATETB+D@dlEu8lA$s3H0ViU-Py7Px3v7wUIU>t3fbX)waAK5GkEM6sx%
zNC|rn+5BG_6hw=3XeM2tEsb4D>8G<rGWD})3>idp==4vtN}X)Z<^^<~E85)Ne}mF_
zNNnuX(JA4XNG<*#tdd#iK?ubxF8W#eA6i{?HWc>HX@7gn2GcQ=&1vURv{sC}YZE%^
z1;oVid#aKVfl!jl!E-45fR4=#h#8I^XN_afQEn_xsPa0+f7@nymhtGB>i*LBE!@9U
zNczLDLjO~{B&3t6ICt|?>O!BTQdN{L)-~!gjd`wyH4U4GwKXgbgd2^>g|)-+;FY>=
z&5$V4S^JYHo5uOrbGOsPYiimvG)mH(16%ZAo{011XU7C0-P-e7W)+X%>f?c^%y<fX
z)wV>jPV<ECVgo?VwOMj94=^JU=k=+sv5<YJ=?b_h6_V_4YU^lIqxpBfARRv^_fVU1
z)mS2s9F^woR3^O%mItq-!+5td0${RY6uifO!k?e1p8#d2YHwe>^-0{CTda4{%W*Zv
zui!4S9E%GWatv@|qaM&ERuyIC6%w-8r*io8rR!AqI3)@%eF$eWO`|pP_$`&jHx}T7
zbDo_^ej_ihw?*df$DfRmDytpZl~mA<8wyYJ3LzeDtz8c~lo8ugktBfbJ2@cHT9Coo
z{;ckZHgN<}o|Afq5=n;I5OX0<#L62`h5t=^4OEJ<>%CP_Pa^p;wfCZ=T#iG_j3i6x
zb^Cyt)wke(o?f_1;a*8uM@b1RxcU0;x3R}k6yfp~cuqRRPwc59yQCfMLvyH~R*SLy
z{JDH$82BEcb=K)WW3%AvcgVrnlQ46`M)8CitL-y2an(yqg<r(cgV11DU$o$!=Z;h5
zp8sw2ucIN{ew%e5M-|@p*Y9Y9^H-Ro{eOU$-X9N4RGdEr`|_#{`im_vUKW90>^gs|
zV`--h>R=rx^B}FlX?si<c~=_=#byHm>`2Qfks#W-K^v#`!v6r5Z>*=+p5^*BH5l=|
z*>`6z?CieJgRF*35t}QneiTsD@cr!5-|y}7;IJ)QWiv(UQ)b>0j4YQ6Y%oS5fTGM2
z8siUu-Ho?2()J`Px2AsX5u{HvbSXv$x|GuKmFkyaE#bgH`ddN0#BYxJ0B$)B@pwV1
zx<Wxq$U~Rd;?4B3fOAkuESLU*&bKW#Du-Rgv(xb(HpX%KEF2xjR@K}#OxNAZXG)h>
znp$(Tba;>$O$!B`cWVS6nsyFO44$V{6uxf2(R<Q<Yb6x~fV+;_ChoI65gs7a6eB#6
z4{N<%CBe{<Gw-wl+X)=xpFF*{=0**ibhSXD6)k_1@*PHoTR(zaHa2zLh^a)#Ch>Jv
zVgq_0pGLpD%)jXL-f^^uSto<?G01M^Ojkq&aT$~0M=|@s0LR+MS~h(r;ML3F>=FO@
zj2!%x3(;}IHGYZ5oa;XB3wl2LZvy|)bL)sSFqEa=qZ-R^tu0_|w=&GE5R#qH_-f9b
z!5ljVqpL8T6S9_CO5f(vyM<{sR>aRj;C@2eeGwe1&o~Jmr~Xu7pUQruug3b-=S4tD
zV$clpm0_ElpEbX8X|UKi<c;9Z85;WE&lqNRWXUueF|j!m<2fe3K18wqaJ+Z!_Nl1$
z+)Y?Bn`==Xdt8yO1R%(yl{SH8M!qmI5K0!Xu=f&UTdBZ<owBSw1j;iYT!??_<vrTq
z5o+b+CYyQ$<%wv&CivKIkp1B@5s^Rac->1=5z`0{xKKW{f2*X^-d$+fnLE^^MGT1s
zxBc3=VZPF`=(d-6FKV;=3t2m<NvUtINTqTok|@AuOwO{RQe;0hf9i7+@T9@OmQ>#A
zS#rYsuWJ_rDDIrDyrV5LKc3o|QpdsPnYjEI=O034`3@O;t_fom4~>lL?xv;XdOy8q
zeEj{#=pBvWbEc1Z@jU99Fww)$zkPpA6SoA+oS%RH8jyf2>Nq<=9NAbej1O<&#{6+t
zqS4fh(tmk&wG3d7o@6H=LcT4$e*+>q{ZJGtE~ZA9w0)}ljM@pehM^gqykGE_sXG3F
z_m*k6J|#U}A$4!J!r&5aCRHXu8)QG+Uv5QCo|5rwrq4|Zch(a=lLbYA@MIG4@8}0<
z@m3DzFNA+$zxHU0`U4qn4or~=Z3){!bAP?gQmteB*~c_1vl<10<v{QPhQoAn0Gi;c
z0#a)`P3jPo%Ee6XIMH3mR-B>+NDxp1jo40@@|G25Wlm;DQ<Ug?1iE7QtbeD616Fqx
z4)1L&Wp-8QbL1vh5zcWXEkKBNw1rHt9y48Q+U~r&^fAsYCzq8rgDkB{#sZeuEYbjs
z{?P)2m92$NH$++KS~?)*Cb-h24Ui2Z12qO!69b}rGv4gqTW|czvmGw=XC6jP6L=_e
z)Zr{fV6=bP_6qCunBXWxh)rX&uV0lUHS*O-pL@0G=W^ZvBwEGrcs!@nue|+u!nD`-
zV3CPv4_Tu->ScmWL@=QlFoG;_ll#4mYgLmX3&d2<Z^I$Zpkzja;s#1k)MDBgNiznp
zi@Q~7x_GF6kvAfUI>Ut)7$pJV{(qkb9j1_`J3}oRO%!gUk5lS+c7`L+;3|&~oNvFb
z9cs|rOS_=HzU^)_lHYSCTN3)qnMS-4@tO(B<R#9GH`Nn<*JNF#M=B)i{#j1w6trvH
zG&4XQ`%zBdg%htgo`kTxMN0eWZuP*|`MUE&QV~+Z;<T?LcTEBJ^<~^Y*spjmM^7kO
zCa_^eE9;+8+8bnjHcNN<Oma%UwWT!JqVY;W$s}8dD0<XK_DeDPeTdS~SO)39TRf8_
z*g1XRG6RDSUeB%97-}a+v8ZW`Uyh@>q{37hfyr=c<r2u3G=qY-wS}Y!z1jLe?G$4&
zxhRLC`?v0*<iG1l=%_bB14BX=eB>k2vbj^sO4V(p5?kgizwlaRJ#jEaLmIF=wIQtq
z<gtEsf8E^`oLHP(ZFU&xGwCu%vdTeKW<*xW1r_5DmF-zJW^o3u3I%l}@C;!n9Lysq
zi5xe6ARfZBW4jp%reDjpe?Hnlyh9_MGR4u7x-;M*r$P7jr>?280362cG>ff(x{r(C
zlxc=GxQuCb2Vu<YdGWD+a6pBVvD<8Blo_^#UJnB0zBY^{gqk~q8Goo)mg}--bV8F#
z>|hw0r%pz-CnkSe^(CJ}$0zVYr*&%z4b_TeT;?Phg*7i$zOQb*I~Ci?P1V>NUQGXz
z0ZZju!V7tQ@tbl3fD@|)qf~kG;P;<5+Fb4!;ayI=m8b4bZFwbF)sD)Xd7}zXS&EW(
z_oE|WPuKWv^`$rSozIUcHF88!2Z`^iCllWuUdvkqjO#~maD+WyG3&r~pBpPYhE1R<
znh}<@Q6n6x<oPy36*`~Xd?T<Cd0H^uflf_Jb=;1?4N9a8qkA53=uEo-oP3U^P>H<n
z;5e=ys&bXn{LpD~)xMT7)avWWPqDW^v9fvD>pS~<rT3|Mw%R{GzhXenWZv6JPw+(C
zqZ3^?yWPa-$G!{OZ;0M`H*EC5p?Xg%J|(Q<coUaCkhA{Vekl3W6EKE^U4NB>lJApy
zwFdeU{PG##m=+Lc4aa{&ky*=Ys;u?2wl-VfIoPD`akhjWci`-##<+#aXh2Fi&6tH4
z7!MpJmrocXHDTuiaC4JeCh9UEKwP?7_gLLnPS|DH++eEHba;a`cQ9$Zx^16wnvX`*
z=_=^#RXJ^)7c4lJX7Ee0l8T^%Ri>F0f~L~)3_+6*=*%UYbmss8cZA~*P`*Ha-o(~N
zH;yrkDG#MSxtd}Ng2@A-oo_2gbD((;6FVm;4iIe3Mc3j;>L2i;`C?q2?nOE+`Y_X?
z>jF0d&yVeFdj4jFsSY!sjZc2Okc!U9y*&FwfkNG1E!VM%Za?OFG^8kyzvz-erQ4~I
z>R<Exx$&BwvNXcu0@#d}G4PNE5>2Fj5)P`<ir!#<_Un_L1n;y%u+;1r%+9iT?l*Q{
z8~Ws1%(i+i4?mZ#S};G|o#0mFlW@x+G=2AZk`tQSkCa}3k7k{2RI`;GL)8nV=#6Vi
zoU5Uy1W*}wmEW2f!Cu|I;gidMMt-<cj^Fiuz-|EtkTHz5KBc^`EOkxzn7$lrx+x7*
zFrjoh*Uc7o!24!JQ=*1bm$)FN`->5WV)FTjD|BNfD0uY@Z9eH>bS<jeaYhUY(!H-G
zKcD=(=TDb1DrKr}v!L8%Jd#y1IG5)@ZWVbDE9YgU$VU20oS((`v{TPG8C0K@B4EW%
zUJ<ykCgSr=T}R%Z28wgpL(2k2&nLg#K7&eIEaC&APd3)>?@c9dsVvL=p+}4iy@g<n
z8T1e=0xh9B5~>c=d`(XeJ?}tUR3P>5e4C4t;JgY_w*(V|f;^-dn%mwXJq+O{PCE7`
z?`UUh{=$Z|uT`SYWqo!>)m5<iKR~9i<I1jN%ZFl)d|62EcfU@eXPAD!6@|QzU0aBp
z--ecqx;7z<iVop@4+*p}e7zRz6MoUwVsVG!{rsH$`gCe(ONk!GpJLep*8AY~ZX?wS
zlieyU3_%QJPO&EFv=9kI77$IW^Gl0wX(1MpIqUSalF!^)LUZ4gGf--_b$cp9LOm-t
znBg*+JS*|Fhy&tbP^qUzI(2io(><aGqK$)y$AVb_V>KwcOvv(}Ru4<!SYjfS0$?HV
zibJyZD(k+`><Iq=6dxuD#%XcD2|}}>v+KL_R+Ur-NzKt=Z7GlA$xju2Yjs;?(ADfI
zt*}`+%dM}w4@ue*_OFh%Gsi(_wO+#OYVbUy7aQE|&BaHb{7N5G%7XF#2guM)XAmhd
z4P5EGZ&EAE^ac%ul2%t0YP*6HRZHRM2V7%BE<DG_5G0Ws7m`Fl<scESHw>5YV1YEg
zBtBF-op|CVa}4K!y7w~&M5W3k%fYeu+5S0_<#s=I-n<hN8a}FxAZg{akA16GCK0hO
z_07lXWM)`#rFK!_xHP$cVO3K9Ejvu%3E(i_wz-QgG1&?LS69nB>WTZ(5VHKoc9q-F
zBJi64Oeg^Pjk0Yg@_wns^GPQ(^fMlT7}hvd^SgK7%BMF9o{(<0rtM<`>mX6*`qQ&u
z2Nuf-9v;?##n3f-YHAyoEU8nb<0g(iCU=TIs#{Oo7n{YqNjE7T#rsR~LG!hgDz)HR
z105Y&gfpgNvd;o{bRRwa?fd0Wz`pGf=^w2=$jQ{ZBHFY^ax>hBtB-i78jQ4Yy2P)=
zN=9=Tmm639SlwKsc!M0twDeRf8^OVh^70IyajzDy!-0nanCTJ(ZVG)kBm3(fyV(Or
z@4}jc;3heL1LlXyW)G--zS;6%8rt`H9%=Q)%H>_5zZnXAHw<~=7?LUr<QOxBm7HFl
z%sp@^+2?jmZDHT~a}f5L`)iM7Xk_c_=6cFx$2Tcg1au`sjo#Y))8i#IXq;RR#n?om
zmQFfCjVxP9CkICX!Fx@1%GtDB!<u_BcOhvwiNx1=7xf>&J#_X52YRE3Z?hY}&NP&G
zE7-zmPwZ{^1m^066^sz}wj@VSYF*W#Vq8#bjN#>~@?@&g28Uc(hQ`2^cP%-GWmaxG
zlEyU7OqZ)gCqG*nWR*FH!x|t5p5_jPwH(twi2Ctf*N1eIs8-p&x_r7UHK5w?aI?f&
z^>2Dcfqke#p&}t;wfE7}G+l?cIii(6>(q|lUw6cx!6Yv^0D!o7g~RQ7;iEk7*eL`A
zt&QWst;d3^nH)=<o~OD$UHn_LJ@@6)W)VjnJxSkTxycwj5s#>j9#ZRS==T@N02teo
zPF?-GW#B$LJ7RMnHCm|Otj-HZxDle|;YdSmkxVoZ1zv<pkU7PP%L-fa(|3(u5<LdW
z*Z-cSB-)H}zm=HrBa5;i2LWL1K}f|mm04MjqXHkYNh;AQt&2pEd>eF=|7DS8(-d%E
zu<T4u_GqeXv$`uC5V&{(ezh>;|513iHTe+%w0%wl{w%OLbwZfmLV<Z!rnL6~rSnT?
zcFw-rN3aa0e%Cn{2!i1-TgLc~OTfD<H-YR9#DvfWA^`;N<&w;uV;dys@M{op_<Q^U
zLY8%<RMZ(chxK1zu<_E*GEwLIThr2F_wpv3J-^i4nBMyjP;(Q^zCe;vFip{$x|7}|
z;0tN+vLp9hkfN1AsugSoFcaw1zZy_}xh@T}YCJM)paP>^sxy=JJ+wc%W&8)=%R}iW
zBPyX$z-+(T2aER9#uHhcI<x~`Q9pGxD@NaBNVmeYaqgTnm97j1@UJHrNT%Z2d!eEA
zI433VW$Ei{bvIo^s~bVKFx7zaof+-o*JZs{3ur+wLWu8xI3@nN=ZoRa+w!j#HeT<1
zN$#I&we(ErCi_kv-AkrAX+LJ`Z<nPs{`)olWGr04<`x;g<Y?^v32KSZUCxa)r4L{f
z<j<E@!?Q#HS_71nrA^5t=9|O?codR=t>al_nMei(bVrgp9ut{py`jGw#!CYno!z;o
zx}3$@BtkqU`}8>kRzXjjqnFo|GePl2$jwk<CLog$YI&Y5s2)%b#t;3V7>8+lH^kER
z`!H^n@zkJ3&z#9Pp4#d+vs`?qcs8$_#P}l*Q(t;wlV)hP?A#YG#}fH@#S&V!I+5VA
zEfINo8rrKz8-DZGsqXe7hV22P?%!7X9mB5IeE%Q1-ZPxdKl~dGVvpKNjUZ-GqqZVy
zBz9w~y=u=YYDa67DiM3Dz4zXuHZ4l+O^K~$@w?OieLwf}ym?;aNM1;CIgTsm_dGx6
zXK3djjlcb^vA+@o0iK)UO(4}hBsG<{&QEvAbH8v`!{o{yw7&zU=VH`V^FQMgXOnz0
z*rtW?uvdk3Q)-TH+P@{&_<jF7>*%-8sV)J@K(-fp_7G2T)$reL=7?+k42^)PiNhxw
z$L^XweN)uVp<^3d$8|rg^vI6YC)9o^EmCtE<PIb^$&`e=_G_7()T+xVCD+W2Xg<E!
zqf<3BA-=iiKNj)@)g&kMY1vNA#NmXZt42Ve`9BwD7ZXo_<T9bm)7}68pPZZoM!y|>
z-qlpbKDSLyAQfoMruTe)WRxG*k$+iZ^!>EqmTt!L+C;7XQk(TZYd-#ZMGZzjk;zV<
znI_7S-+-Y%?@-}XV(d?^WA1L;O<qAFe9>RO#Ldhf-za-?J~B5{vDK{4UmDN+TVmnm
zZ3+p!1O2v+uPnpso1u!BW=PC$T5+TlPO?t1qwf)SE=hKA?RP3Y{gjrhx?9XTB>Y`f
z8!ray6`v0<C3^4h#>b29+<<)fjUl;kEWL>ePU3V|o?t1pEUO_eFJEOZDhnOrSsbF#
zBhG=<{bT4u83T0>{N&b%ddMAn1bfHF2xZ=?n<t=4?Pm*Cjwx;drDw|pb*51p1VWfy
z{{yg}-2LdEG@(9bS&5|><-2Aa`{iz=v%k-aGLU`0Q`&8(^C7w#`h#sN1g~I|f@8*Y
zO_JqV{7E!pX<dYz*xd4s3nhR-ywZdBV}F<k*E5^!C)<;sN-@kKxA<G7u<AhL2h5PK
zn+i}iTj~6_6ZpCo83%p09ZV4U95K@4wEt!)G91{Y>?R&{v585cNQX$S^0Z8JYuv?8
z8(iNgqscZ%42TJoIN;N)_~Ofj!0|Xut2}H@TpJ>ABE2n9%khg%HCh0(>tC~Fmy(VH
z$sS`LWlsoIKkVGJ4DxM8ZvZ;LqoZ2D5i<;$D1v`X^+ZX-?8W#<rUpKTMChJek!=cp
zxK&a`HMK8*s5}7<wQ>M$j#-j=b&iaV&5}`$hM)77uEzeijY%VlH&eP%Q=FCRGp0|I
zYCkp~)rIpdL?ieh40G<p2nc#|{PipjCD@FxW;&v)!_7mMaDY4Rjm`)Cp&>gQjvo?_
z`bXkAPx;;^8Th>U?!H%Bs0J?>S1l-~g;NvhC$#D&0w7Ni>{;JWlQ5H<se7XFhj3yZ
z%3YCg`nb4{b-|R_(aTmll6+}L^n=^fdU>#nvP)5J>hq~Q_&g_Kgh+}|gs{dP=|;Jp
zl4ZU40++QysMV__OYE~ur&Hm_QPRLw2_#bV>X7NntL{%Jbkd~RyoOe}8ZzSoWW$;B
zaX5P!&43+U_X8Dze!<DRiTqTKQQRWFVVllr+ufIoD(+%G4j9Q)`t)!MYOoi&$?bqc
zO_SkjuYfSpT#vKUi!C-b-N4j~Y%+TU7%(vEN#aI<`(pJO0^<X|CI<El2OC|rz5nAz
z1Bz${cP6jwYDRoVR9>v9ysH!62KdfnOpge6juu|8PJWe#Fq5gY%}o%<gK?-1Lw{Uh
z{Hm+TdMEw^U=#mM-yF{k0ceCtSWVWYV_YF1tS!WY9+FP8DhPEoW|d_!0RFxiC((;H
z&)m`m5zO*Z{nUuZuV+u>Pm6DS?vr5%0i7W9!9zf+x7Ue~Nx_iQ=MF!J`ty}}lF67X
zJEa*2EnzUT%1u{0LAb!UFZVK~8^EEsdULLqjR-P>*-R-AYmr&GqVgNl%!eK+a}Vk_
zNep4IY>RT1T&l?mI4B%NEZUVl#a@R#K_oOoMey7v*QBS`qN$l9dhcbQ3|M@92LX+r
z;lvpFXaONOR5_er>;R_hxi5u?YWunE3@_Pxe-!2-z(-O|XVF`<*B5s=g~p5S=*3f2
z1QUul+9Y7UeL1fHcYL*fbz<-WfsZrVRXpRE41~cL{$55R5Z`~Zv71>fdn%H@m+deE
z<F9rL$+4nQH082ACqy6wR#288bTTcD>4r2==s}BuL=}p6uo-vVe656H^mRb@S>l?W
z3fX7u#+^)NFQkB2G3%?5fE%IUgaC^Qne)-szE#XJoE$>P#wLP&US;(62RW41{n6;0
zVM-L-PBSeEULfE&Ys9UpI+JG_24<@C!v|OUg6Kwfmoz))Pg;k@DqxI@8ZK^G@!2Xb
z4a_B<|3PwUrFavNpumnL(R?Vdm(C-U=fShEeSO6x`A=`t3o|9@glyVyOL$oU@$TEk
z#7xqZ31o$RTVS<BUR8NqKY96ASf7%<dO9;==(ZEb)Lz}yEtg)$=oT9%E@?7``{)SE
z3_1-i@PVqMV_{J{562EACZflQ^+gFTs@tX+Uvx2HT-ct2euQ!hii*kH27+h-U~tGj
zYY0HnqYh_KsPb7s!8j)-`Ul@z75|EIhOpCJ&i6g%oIuXl`~Lvs{b&!KLKofbF+R`S
zp``eG6o|0|KkkYDKEtl*>}am#+2u#+ahH#`n`b7oO))mCe)bLt62t;F7bSoYD4VwY
zm}w}nfn2xGW&&C;M$<C=g(ylV3Gj5xi9<TVAP|;@<=HI=#R@|YM!mzW|IxTwcv6de
z^sX=cmVfHh{k!z_g{{Jwv*vr>FHyvCj6?x9u;RX*Y5kAb>QP?WX(jS6c2v!@8G|hy
z#hYiJCsI#4pz<e^g%x_NQj58*o$%@Av^UEMp2Ac^wc$_!1YCuaH8MCWU3o=W!~h&G
zp;m#)!Os7gqoIIlx!(^=*Z7c~+EUG#uG^<j&u5q<?OX<%bALTP@0ySV52xT-G3k0g
zHhmeImgZQ>qqou`tS?eHHmn*+>d7ob_c54>L+^z#!CUaty0n)eqo}t0mZfT|T@|+J
z%$6q3hk!7n4~jOLMcG`>+&G<!JTs<dDB+?bjUzeq8Af;OK&)K+)w@nXZ9d@LeK%Q)
zYRMyO3KaG|ed7f>!<c{-+e<3t`_{8T_4|=eFY5%aJ-1kG$f4V37pD;v-&t73zqD0#
zI12b!$XZQ2@m%bAl^=%x%zos>iS!NcKg9VT1_}Y}V6)odSS`Q6C<j2L#t@Fyy`LT5
zF-n8jl`J+)IT;{&Y?#c^{<-Sr!VZBSmieXQRfDIL_sO1%l{^Vd{MY-P6|HqTqiWjD
zu94eJ8MdSmKIXe@(*v!38EOO+@8+}e%g?nn$D?dH$rs}t0ckYPo8`r!hCckRDn(}z
zcviO!?SWXEK^_1cPhzZ!3})*p*72+fi=tMM+1@+p-Eki|vgGwUl4zW;^$!3O{Ji+i
z2k9Q#Zu!T|M3fL{ulpJj2OF0$3FQ35B_}GO|0eOT<a~(S!RniGIrmG=uyYcrJ!jLd
z0wK=1<BKmY59i|9)2sDPUoE49Cz`YGb1{tTs8ojQ<o^?6GC1-7i7}bCxc+o<prAXI
z2Oi@|fXChMJ=LCT4aTmm2$P^UkrbL=f`qB{pVZ09V^9knR-LVFP*m+aFC31o?7Vl(
z<%9W`?j`bDo=5`H_qHBYaUZ%;^zZzHle}<BUU*g5{UADx6rRtxwAq#d5HTuq4YBsA
zpB-IS@-!u7e7<{sB~S%dFro6O^L~atZ(vV86(AP=)K#CzSE=MU)52!VSZJwz$N?;n
z`dB8cgA&$7MSvPxRUTQ@P3dzd^I$1)c&jC=qiDg%)DeZVkewmUeqsb$Hv->OA(tGw
zR<8oFo14@!C(R)n$jr99bs3SQ=s8*N1{-X?-J2<)7B2i*g1iYa(`Dt=e=VizN|O?z
zs7K>V%2tr-`*!~VJCR4vn>Q(12sDc9anLbgEZo)pp5D(AVK!q-t!6R+%;iv(0$zO{
zB_{6Duy%NcHBiVdw^TTqoPs4BWb9{?R4p>rJ`kOe8mp})=sStw6(mm01g&#^AyMOI
zX_*><=p+Vll&ixdaYNn5_^7cyD=F#e8Q1;P)hsc3rSC9JT}$oFE>!)S|3_XRX0I4L
zK-=?J6r3b_{gVW#v8}`D;yjb?qc=aQULSX0>PSXBFx!ro63>=YMh=R-H(6~fP``;x
z265Z)5h;9%HrxvY%^;stWPH&ee_6x4S=2W0C70kBy?Ch9VNRjPW}N?OTHEqWA7H-h
zVEe92RaF(<G6I8-<`N0u#HZANnba3bKZX6>o3`udHXez?qQ#<50pQp(eKC}WlD66Z
z4FKW_K(^6yQy_paBN7(9m-Lk{TtPww2n=mlxV^Xf4x!BSPWuP{vJv2BJ4L2|;(4D8
zUpPJS{<Ov9eaegpv&sYforwRprNHIJ^pqIN2~vJ)cK+~mwQqv$fA53EX0Bb%ZxxaM
z0ft^L-+C?eLnzSOw}02dfo2=yW1fFzS)d36X}y%g@P7cgw=_NxOk7$57f`lszGSI{
z(ZR~weqi$U8<t1!x=>WU9<$PCqp|iQMwf5SLV36h+@enWU*;eRZ(;+2`goM^#$?{s
zT;!X8Z2>D7S5G>sHM?c|QdHfA9BJNn2rht*S!TkFEAJoB{2Z&u6o@G{3g4kpVRG;P
z!On`%7MxTHa_oL)rM0LvLDyG8fM$<&by}<(v5twal`U})AT5+kQa-fzhQjF=4u0pq
zI%VALj)mFLP+!dCiKXa2ef4pMuvXKC5;#x9FW~4UNo3(!a+HW=B|v1#Wk7`Au5obr
z8}EvAyrqZE*Ydi6`KczS4kb0etO8ORCi0ju-yYJbhYi8W{Tw9JS1UyCl*v(`4{Wsy
z88%dl7jQIQi?DqFCwa<)E^L`x^l()j9p0qsgjn<m>t;^XXYGfPYJ8h_wr&)3WsCm=
zJ($&DYXDr<)~ol`ZgtEgw7TYJ?YUz~M60PItj%gKeab^32qgdhZK<p%&MW?!RYD{D
zlh@OKUQIZZ^S8JvQh6<#F2)v=;KZ~d9ZlWmPy-`Ml(9{r`kT53P)9b-P+cQ~KN;1A
z*~_z+o-)dok!JtWg4yzHYe5~nUX^`0D1I#rn^S-Q=c~vj1}i)IOIz}NJZ>uN-?Uhw
z=L#d8;x|vC%Rd8XmjdcP<<|fQe!h>bEaJKG=JRo}B7*Xl?2$ET49Tv!9gz!;Jv2_O
z8uE@dFyk0Sp0%T@Kbzi)pWVM#szr=Fb~NqHPQ09Y2Bd)od96t<jvhB`q~e=uovlLi
zkjlx-UCHP64j_CXCGxkR&wai}voiI&`Q%iBgltn#$p!y*D^Um`R(AKkH+$do0ST0l
zuru}w?P}1Zh9)Nfx4oSY+sg@*ytmTD_*C<+TOKuZ#Umhcx<fO=na_oGb7WvdUf{Fy
zdl&M@>9imbth%F(xe#^*rF3`KfbPbccr6XFTwCh1WKj!A_4*RWH!h(TcfSHG@@v17
z_<5#=2DDGfV_mcan`ME(q%!730`bFO_ir38Vpc|Cjoz4S7dSo2q1;BQPK5IE92?fK
zNpd_Rw0!=X3cX)ANti?@sBTzT#I%-l#MqaX^+xdE6uu^!rGN(6>|xKRq=ZP{uRN{v
z<h3M_hojVh1sqB$7T6F0HHY0N`^+@oO1t6Qa~${>VY=?anz&$M?DuFvn`GJRUG8rZ
zZg@n=konZ&x@py?uV`m;At-Oa$4r<VMM=q~<JZjRwG@2h3U-?J8;kPtxI9{7l1G!x
z7=JKO@Xk%(zU5aDnUKrj8Z^TD8ICGyT8Ot-$9brTP#!nB{pSv6w+Kjd`QnKv8Fepp
zJU{iPlrQ}-(S%PQe^D*i80gFU{7P99HJo5KCMYRQ7i5C3WANo^O2E~Zk6+=sES{!K
za+!kyUx!;YU1e#z28WgZD$8pW>8#=i{0C@x$K*y2UPwyWvlf*Hn545}ZzfK~EtoA?
z)kW64Z^Ena)b0mD@4xeikElXlJ@PO9Tkd<Cm@;7XQhs_+SHNTD!hfK3+{n=wrCY08
zdsINF3-j`HHJzv`*XJ^8yJNgvVdGFSk)6R54n+w5w0Xqt|6?p!j+uFuEF$g18#<FN
zjw3@G_9j*(K$+ApvEi<S%>Earr%VjIaXTBUhV~?njftNu(*lPkBUq9f)FDu5zhf#O
ztt2};5x@eU8v}{hVJZ~S0o|yUOGj}ukdk?BaZb)>Dn}A0)jlYsBjm<EqV+`IgN<G1
z`(=Jj#~1T2+vN`E>itCBX{%q#JW&>gN6cQ@R@Ztq`>HLt=Qi+deomW2UbI3386!4i
z6&q8EZ||ByLLmOl)?IyH&q4u_;<ztO@%`DIKOZtMOELR}de3Co9=a{Ir^4c+t$jax
zKl@9)K|P=(q7A@lRL{wX<`6*32On~$Uod8ffAOt#Ov?SFPUSz%`BT7Frr?c0L#fSF
zNN27j%1@<?BtOAjhQPn((e_+9G%1e0o~uY1Lyq|RsKh40SIW;UfHv6VcXWc(&{Z5^
z7JjopbWcaL8n^nL6S=v=GG`V_81@sUyN%29UT6fxWO#PS_XN@G1|)ng;anrc<GSLd
znHK!lraSM^y*|UDf**tg757>*W3uP|hx-<3`O%Z5@!`gMPrT<g_yOi+e9E~XGdFw<
z<v3UqYRtWv2TF+1fRpp#;1rYKpD`#=L$Mm(-3)x`LcKiq=#1Eyq&3{J>K$ZVx9=L(
z6TrRNag|9Aeq0(dV>*GjJ3bNY#hN_@iN$H4kDZFK@!NNo({k9KW`4;m#|z6gXMSxg
z0P1(|4Q2Dl<Pi8%_bHh>7KV$8j`ROS=pW}ZU6Qpl8f#WXtqnG;x%sn)8)tluBP7Tk
zF`qAQvNgW031-zPD8n0|MW8jcqY|P+@(9&a=TQ~CT(mQQ-RKQNQoAQYfjLxL)cGSN
zsAT7nBRj2=(zTiiq;sN#P%)gS0g(B;OEB1!-*<VP5oZ2ToiK&UTs1C!UKbxu9@is0
z+iye2M<MhSij|OzQI6uY1>fZ__C<VZc7Nv~*4*w9U%o5(H`(rFe`m(BUgS+aJ-QHC
zP$D4x%~&;xOr96KLrW--QDVm!PY5HLIC{K4`QvU<fyHpsgx~B_8lkuFUVo|I1&t#r
z1Wxtr;q{BB@`SYtcDRBTfLeJhHc7VHL>lbw1Q%z5YA63z<Jp_1F4NSFjZ=Bw85Vq(
z)bM`CEssn90Gt3Eo<<#8^e-+ti<3$)a-TZmjj*Xkeiq&vp)~bji{JF4%Y#~`q{ok2
z9<OS?zS*PS2mOYf^ShN>KRtcCnJ&ob*|j()TARQpoC&M8o3@*;+CFZ#DItXG5=&}o
z8w!$bX17yJ>kvibk^`Q+xC;zuQT!`BisTP}@=8a8A5I}<pJWpC<_bBLx4e~S!2_#q
z^+diEP&W$*71~ihF3*>WB&;>(9!Vl$tfplM`SC?FhwMn+<so}=mAL<uLPbr=aoB@L
z-ZZ44-K}F%Jmz)5&!FNb6Ch}f2z|yzU`<-%9ZvgZE4y?k&|?jVMO-S;ML|V#MgL+(
zXAF+YK2$fPPpk+FVOZ=O?@@@PlNJh;`g5hM5r|0wo=j<wG)6(%TEI)!H565z@{ASe
zCAo}u?JuxY6AVG}z<6O3d9HAq-Hfx^O<rArcYnqf20<WVbI5Uf;YaKTvDppY0_-O#
zS9G)=dxs65<@k#P6^i}pHsMbu_4AsRdq3wj#OQt0d^WbdO*8<5&;pT^b9BELE9Dov
z51TkClRk{7C34k4jH8I!q_O7!^I~>5Wv64p3Z<o##A8XEe3d;AN%%Ob=(-L-09RGb
zz*g27Q+@oQI2=ISkiI*uBKJt|fEF<IHF{98seC=6aMP;|Dmoc$W3m&?`0Fik@ntkc
z7yKi@LdUJbovv*N+v_fF%Cmk|G!m=r$b4k{EGnD_B+0yk-v0r>YZjLZcWDYX*s}hf
zY!qUF@U`_<%A3aC`UtI7ja~VxG!;i2A+|cI_I~Oat`T72j&texb|4%<cJI@rnbuDo
z-_$nUmxIVW^8&;&c^{|}aJ}}E&u{pa&FxICfsVqKPzi7Smj9PlhWwxe<5uH9!@c!-
zu4;lPD0kz<@~QyBgu*kdDe?BRvsAW0Tm&6okim5iYs>NDh6eQK7Q1B1fyFYvemaKc
zGuie{f!L(NM$2RkEwNmM{e$fi7}R|qUb_wLn1M3>sWHPiQ88_gu8{2JeN**PYLo4H
zlz7b8`Q>9TVdiHmO2JZ_0>!T_!tYV3j)wBK0HR3Mm$)@LN!5}(-`q(!h#xC6q}}W*
z=v*zV-RM#y3r18!dEAM}%qCm&@I_3Iu>EV#hoLSzFW-hz<?o$fFTpbLSo%^LIaZ1a
zhoAagfT1YL$rSn!9(BfyD6tiBwch4n+=KrB`RH&iom4AZCM;Ir5hA0fX~Y>5{_7S1
zIYKe1_Ya_fQ|7JPL^TxFD5uuZcIeQDWWCXh{)D!L=Z9aH_IIu>@--&jZOL+NGwl;E
z2)BDgZ;wdq2ci?zH=e61tBa82=c+0o>`GoVK*p5y>{xk-ps*I$oucvhprhkHuN|+q
z;(%t#%iR<&v4i+L6?s5I+W40)^vvPWRpSr6bo+Zhzk4?8s%#q5jSV~`=f?9J+aN|7
zB2<Oi^5xtJ&&qr!`#C0?H(!xS1aNI9mH09<U1yATYpJz&;UI|a#(({k9wOjoXElz?
z?@oWU__<~9<Htnp%$q&*9LkIURH~l(Z^9wKOgQ<l>KiR{*T@j_x$S>EOj8^)*Oksr
zZ6g>d(}JzT{%r{+3}V%CeRREO;1K1>yzUmDPHvcgKRe3T3@+hwCagQh1dkfu%f1MB
zG#F1l1j2}unFBP<pRp4?_GJE@mF|fk;LXGH96MV0!ZJbN3&65C9Q}c4cMX*si(XWJ
z5No$<te3ca8eVIoTWM3CLr?QaN}I6N6I-D`Xu8f=xnHckG9kL;4XCiwIKSi_Z<4gJ
zx4kQpXll!p<0)xr`H#5)P%;~K-1{JtJYvZ4hKN25Gz2ErzP-#ST{VKP;dST3r}0Bg
zZBMJi6=L>bsoOMyWG$Nc#8)Uv4rJa0^O73H+JSz;^O3iOt;#0d!yql!TEels)xQK|
z&ngZX=BeJm#}0XRG4p}*kPao&ug}z3mhxev*&KNrBlD84bU*xL<!F;vY{{_$Hxp9M
z$ct4oC|UNgzqk+3m*0^(#ZUgQu+q2F%s8yW!JX$w!*8w2&%ui~3krcSMmB*?bwhom
z{r)U&Pf5r9w2(Nc5qQs`VFp=F%lhW2*2elyr>!L^FKch+@y10v1C)xJOGukvOM5%T
zkkcKUE_htHkf?Y}5)(FA*`P3`6mw1=QzRGsX>ARw;4b33`2;B5mK0|>-JD|VOkg+h
zQZGd>knUY&l5@CaYMmNKW`ZbaRBQ&<4q!scZkAsy@SL$ThhnlX-^hv|gmCqIF-uW!
z?7AltQEgdr?fUM*x6E;i&OLed!Hhu;iggrLaO^f6l;%~Z7@u0@axggPA|r{;r&0QR
z7_b42l-wR!Vdo%((e34%&sA6;hzL2i|BaPw7~<c*um?AcR!Z^lzZpB1A377^8RVgW
z6eY(9qM4P-<*)hP$>c=D5p->>wDvwnR4)g`shF{ke#pbTIT!dO4-a4a1f#}C=@OEi
zDA!Yv2cKUD7`6YKhy{09EV+`I3;uo8ZCwe5SO3p(o7Ixu6aqk_=gQ>!lu3s>Wigv0
z_}z`~A8Nrsyw7O24_F}k7w<8C54eGI6y@&VzsMP!Ww9q;s?J#+$HiM$ZYHaVa|YRg
z^C>Pa_KzuXjEM+AigDg_BluKq1o1t%mu_+@bFCm6I-qF7{H@{r+bOQO93XIsbkejV
z&<`R%Dj<H;vYp()-Oy*A{t)(~T_3z3pl(XJYViG!-Ohi2(Qm|pkt`0=ncaUSN=ceL
zl`1y71~p`?JeNU|V}^nP-rpV7OdC3~4OiDqUPNvZVdyEagRO!(T}>?E5Sgg<UYz-7
zfzZX;>Q3su>I>D^0)?$cBaU=$ahcRxToT#iSyh3EwL0BqvNsWvh-wEeL)n*Y+fPF*
zO?b@Bq#ZvH@xtZDCGs_m^tux{N3G<dAUur2Am)KSL1P(ytmjkM`eQ9<T%DaKMrs0Z
zYI#;}n}}+;$U_gJ7;!u#*M=wzrJs`zYTe~87aoN^HBjgVXhoq(tUs5P(THg>$HUZ3
z*(^I0yT?<CgKIr%>E#{sOuosLKfD|=exz{oyXxX~dA8g9ruWz>pBG6lh2YG@p(Fhd
z6^>+yjNA`>HY31dI=#h{{LJ@*bQ>9Jbi4|QSB~&;HE^w=^t(@YYGBH>tKj9&*fGPO
zOa_WeobHqqk!t&}?V3&mJI8U+XN)6an?pk#rJaZfIiQK8CCjnWPf)m~I#u$`U>OH+
zWkRiU*Y0A3A!GKoGgEB$BpMjngki2li@e^xRhngkRRcBid&V?6f9;AXLLY68W>;aX
z+o8dMH@}S!i{z5x;6OsoJN4I3{edg@R|Y&sd+w4);^^Oavve*&c)NRl+-Sp-X!*L$
z&+Yccd>x3Sl71Yn<C21RW$aE1s^s1o6^Dj5;ioqZ$2QHKV~pS`K9s|2b!)g94s8Iv
z>T8_r&n_YC!Y`MR@{D=@&SE*DN_-1?NPH*Nocgm@x(%cZYaA1;zm!`ExP@^)Twm;X
zjyoHKr7j;xRc6(2!E6;2A2e+%)E6k+Zw<e7=7l$6m<+-tc0**!w)xxq_lY6exn;tU
zHE%wmaK=oMaU)MGFl&b&nOroLaYKiRV%kmCGMB|5Y~kf0AgxXO27xa(Q2M3hs(R(K
zqw7_;YSdBOg3%X|V2@87L#z{D+=zXA<~QFtR*!t7GLkQO>MgTC{}FeXL_JZa4u#kf
z0>zn)v;5Hg395S3Z!-ZdDcLtuk_TWXdBW@J!XMdl{@zkl5uu=C;HQ{Vknz5S&?i#U
zpz@>soNH5+p3$haH64=^L8VPP^L~6Fka8)fLG}C}A~<G#)#JyP)P<X;&UrZbzGbe$
zlke$!A|2qmO3HQ$d{SfG#DD1)+Xc@BKc>ZDzcTzncv-*=7&Be{^Ff0iIq@=%&v0Mh
zuUJ)141%VxqA>e~4-0>;U$3qdxhocvcT>CZZI8(l;^BA?h7{VV`RmHx>r;1fq0GKw
zkG;n+)DpN{)aZ3fpb19h(R9bsov!uUnZI3jn>7b<pLH;JD>{F?@gm{=C0VOK4YDPr
z5tIs_6LRY3?N+7K*VRxQ$A*C0Uhkg_o5+1q$MWJC;H%n5H>{s70FaCDKYdXQ^XFCr
zg{W2g{@O5XuxV|__!O*sGk)qALWx8b7wf9qCe~<cgDCS+$(>D~N#@Us%AViUz2WUH
zb^Ix$NSbN0SeVH+nR)dep#IP=OYQWy{?+w=09VC_0~eY8;7up5r*`dJBn85AMlmoW
zzJlStg34SY5wTY?vEw4dvU>Rdf)?Q8@tgtoa^4cE-}d{3+fYcRfrMImq9vQXaDIU&
zDsGT{^(39n^|=~)ZBd*vl66SHWpCpH6rpA6^fUsG<izw)yTIzPy&mIIg59wCh(kFs
z|4W&=6}6atfEr^XA3-dtyreXvfvwc$rVQDTQy4H%J_?7aCM4Qyfuck3vM44bq-lUp
ziL-K-R12rFeoI1_%FCAG2#p^j=X<b!M0_)pkAES73Yl^o(tr{|Re9%o(@|SoBKc&u
zw7RBNLQVV4VavPtM`uP%7ik2Nb}}8Sj%%Sy>CA3*51|#4BOI_7Q<*7pL;d+auA;L`
zUn;Cl6Rj~l(*GM-{{QnDjwMC9IDt(t*EctZGGc|q_D3*1s%YtdDg+kdb8(S$KG93x
zV_udK)r;Qd0DTV1>cj)HXEz51YXt}sRR-8@_O)=awFD?)OkM^miqN-8IfxPuvC!?{
ze^{<^RK{U1rn7=#&=Vg*Nfomfj{ks^K=c2xiqvW5N`BOI^ske9i}_<k2vCipqTS*X
z$l7{Ri@Q<Ja~UHsrXy&$OLtQ-=jKhuqN86mYyHU!#?~4;i~itv@YXH5>pVIHV2O*n
zseX%Iov=U<aFenaq$E@kObh%wLuszDaQYxP|HM%LQhgvmbT%0CRZ4V$sa2DO_kIEE
z$T?x-X<_(J0V|qRDoW21B5QZ$kJ&{M80pshV-?DwvV-4ff@EEJ^_EuEto&d278HWf
zHE)aCxVc08z_*g3$e+B0#s)kJYoRI9F+)-XkRBKb#EMu&l_QGmu7?4Eu>xBQb5~lz
zi}eWe;2XB3ZvN0GDyCSPm~{<~DM@?X9!LD{L-PZhe2lBJX{T}QQRmp_pxE=9yN8Rs
zfog^fA*Yn&OvQqSBYV#hi*!zR*F7>kw_d2fv~nC%g+JZh<&DbQVxm+V>Riu4uFgcC
zxOzTjc?3ac`MX&B826cB$x`<}yf*n=F6vA=902@diZ^hkWdYqx*JNw++!LAio4XT?
z<0{FcB_>8w(L$$g6<K@)tPk#$r+g+g9iLliAJN=?Q&QZ>5f6U!jDN#KQ0C8^FV!<a
z8-(*Euz0x~08X#2ceOuZ)URSy0?(+X97^Tp=a`0$<ZzN7VX4>dlbrmsZrTHGao7{`
zO8+4j+M1AWzBoBwkfuyVOg*}5Ev5nFwY(j+ypCjPPs=(XB&%A^U;1n;mKj03*3#yn
zi+Hd6YC&C3_fHA<>O-v^uaWdtQu<NmzS;AH<@NLPhQzQ(?mO=<D_aWso|eu(|1)jZ
zf-k0>8i<uDSZGMQEZ^>_>Pk{>rl&VER7k{gKa;yS2IISl9Obj!Ni3)Ac2y31LpKek
z)`pi_G>^;ip~9<qRIyRHLyR9=Xk*27zHI36ay1E)2P0J6i93?K_{{aSJ*@4c{JuZ;
z7`uNUB%vQZik!|455^tawn)LF_L}1nsogo&SBJvbQMrjk@4gqPEK|sRs(#Pom>2;S
zAsicyXQc##>99b>;LPX(AVqFXP$PV%A#n_zRKT6c<H-Ap%To>M`XDRl!=iHp2mst2
zu2Z!=)Nn<ndv7o0bmFEnbte>di4HqSB(?h9cPB%!fV_rOv>QEhg5<7d!_dHn&qSqf
zv~*@P(<LycWj1XAG4ck&m-!Zezh@DaSpK?TvS%?c;DZjd8emffUYd*zT50ysd__ox
zS2S0q1bM|a3vlWZmNoNW9co@4j8I|L{F}b;3|B>J%l8c%f1%DcF63Q}H32v?P{u|{
z75>hR81m8te*(Al+6xxVZpvsM6b!Y5@=1zElV<UC+k^5ul?|?Z-hxU|5rNN!#3L$e
zlsKY5MjeA%6<x~V{el;}Hz~Xk6m-?oRdzuzJ|EJKgL}aA`blK-4(k?9apZ`kLs7+x
z2Y3BP4AEzQr!p5ampa>ScPVJKt<SHLuEo2`2>|J5_p;RnalpOvzdx;p)sn7m7bhN5
zVpT7mPglud)WXH)-M-n#kjLWx;M{LH5f2Jak?YZTZL5DU#JGHkm`@>3W={n%32v3%
z6RlaD5C1y*BKK3~RU{}HENR~<&wS}}iJn{E1%}rzO@^D^+pZ<js(Rs1J#@$r&Z#U~
zAOD^_MUx?rKF)YPS#2Gqxr9#~+Au0*VtVin>{yXpG30M!r`V&ST-^8&2v{pZ=aP3D
z-|}c~&OE~aw3Kl2U=Yaqxy&?@!7I2T$9m{?cZA4diwV2WXgaF#y)xofH-hxHcNAtA
zJz~s%y&{k9bz%EgRtZLB!UL>Xmo5I4IB_kUtzzv*FONUQePbc--p4vaG_SZsg8ggJ
z@^OPGEKu_Zfz^6=rt|p5!(~iNBZycesiB^e?*m2}@d1I;S<%^g{=%EJ5{3km+xVFK
z$XQO0RZguNTRsKmK`k+6GLFO*-igHe;a7Um(XTD=S$PTh<cKBO&TkfrIz=TYr5W)e
zKeRU#x~ot2>gVdc7}Bh8&iU;b(bj0Bw`4qyo}Faja#^ityzKkjb<F2+BnK-NSARn8
z?DxAP;?2X4p5Wf~{{VTme`BqYV??mkReR$|zU83oa&5Xt$9w4M-jUJy_7_3%{rvT7
z@(Wj2BCo5W2dL{2M!#In_f9|3B(*eQJcd=1j>Kd!t4oQvsh~i|Xi<?TO5)R))vw|D
zoo$qD9wmg;OP3-=&M%b9CFE*J>@J>IAV&>vyE6TbtZ3`~XpE!!NDC$WB`dE{*D24y
zw^=fLxY~la;Pa*$z7<-Vt`UN0vr|^f%EJZMm@%v!u3yc@!~R)8n-@RtMOi-z9F^_A
zmKVD{l9L98diaYiK13`}NwW<38!(_KHTrd1fG+P&8}9!D2-L(;;xzsTATWYK!N*Si
z4`~5b2O$R=79{6F+qinG$bc8<X9UKb{{h6{c$yO#{LY$sG*65%VvYQx>|TI}{Z;}|
zgMO3PVrI%s`W?Fl;sfFI41`yBD_kb+t3U|Am3g0S;$_5g2{_axwLRdyNXr+mgReMZ
zv_v2`v9DtufhrPzH=A*H7cB=C71~#bU;7S;R%3C6tYd3Y=a}G3aN_Y;_(7PWJluVm
zgggCsBgT}w@fLeJWskY*F@}M^MT0+3A7z|XPXJSx@BSX-5x8pOeVI)EgJE}lbjtZ7
zW0C)yu~0ajaCER2V*+i?x<^a7e8K;t^ZgB`Cwa`NtP{^}`XY0#wcGRi#0bVPC42g!
z-ubs+fEsz~{13QRDc?3!>*%}KxRCmXLo4MpQtNoK#~L)J3tQTw(Do7~D(XVA{6c$P
z;C}$Zp^uCc6IhlY?>QRQ{C)s~XUY_rjX$UKw*VF%A_6PjGBCcUW|GrGO-I3chH(kD
zV*w`;f~D-OijXb^feUpmKQ14k5I8&auF0`$%?=0d&f<+3lvtI;leU0C?$k7^jF8vO
z$q%%AS#qYI<~Dd=l@uEzVK0!6-f+v#lTYA<iNx_8+DBjc+=XX}466&(uxVjc8YCpC
zY<oR<t9`OVSwM9AapNbeSOSLz2QPgjFsDS|fJnc9vFHQ=AuQSW)Bw}{L?|q{U@Jkn
zH-&wMY@-37Li(4vi8!|vTV&k9_!g7pdXPVJqnaJEo$j&XG7mVc$2&Ql&Un8^lsY~7
zL~uZ5QqBtq11YN=zT|NsB}XnR)r@TMPo(&mU^h^d3Jw+clu`JcHrv?_QzrgL)5TT-
zWledz@SvTC6gyvF0a8aOhpf1r7@oWwa$kuse5K~#-&E0no;E-<{q(`h4l=3JL-0|;
z?9LZ{ScJ^Y<x}4q0(M=4eowDwaP*K4Nkzs^R`n9aN!)~;pqg1*@Xh6Z<O!SYEP5g0
z@R_MxL}PZ3f4l-W1M1?@o1{?Il_OXfukuRABQ08lWcT)x^D~s~|8!}^2r%|rhU0oo
zozcB>dme0Woc7*wihziei(B8nRkTBL=2~cFg#646N!!__uT3HuuKEGvd7YnlR##k1
z3CWcw{k`Ya-#pAV4k-4FHlbWaRA1osXhFzs%Y1LBKccNk`4$6{z^+tK0r5a`At`(W
z$nbc}@Z0_u=6?HLa?Z=MI2T_3F_JM#nui}C=eYK+qmE5AN*R`2H+FO{IhmEdz7&AP
zIEZ$3w*3!RwT%Y{lLh7e79po4p)r&SObqCcyU{i6o$C2j9J1r+>x9>@{YHm^!^_Jy
zRkgZ=mqE^oP<~_qG|Ht@?tQHqO6y{-?1s?}TGQ7zG*Ig>EB+iE%X(1gF~69CsCNAU
z`8m)m$3!t7^XqFFlEyqyU+7iJ_g+tTx>ljhOR^hIdJ2xvceKv(d>MkhH$+9K6C%wj
zQbO|M+b2Cf6hFpP$_Qpmoro(<t`Gw1{C3Qg2pjkWRWEIIum6Bi93cTIdp^7h6H1f{
zT5oeC-O~vcQ+@Hoxw$c3h1#|pHbdpgCZ+tzd{Y8AA9;<mK{WWjE9_?<&RLivJY8#g
z`yDdOn|ED>mRjG&iOOc?@Zy+jF<y3s9u%xM_(eiFl}u4Zc9grUSR4mE4$vBo_bP;C
zeNM&HItCh2@;{%#z0?f(Ad3C%4dLRp65m6h6c%fqvJ9mR0g71Nez5k7#BD((FRWzv
z-+RA-hA6`;^$?dAtIsj*yTLLgXi4$3-l2%e>)-TXfY1tI^3AIJpCiz;2h-+LlS3j~
z|M60TIx$e0fJD?uqC#jxr@3L3onNFgIh=95DsxJez_m5A;VzAfqq|LXGABs(8naqB
zALSmcN(N(`)_xmpl$$oigu6-i3rfEiyMaLc(wANzqL+|(NgTHUk)H1tegwoWinU(+
z7`QWAwmQH|ibBvOpdvE^*PpWPfVjn7vd11_t#`?B_TWA_+TNa1Jd5#Voqw6&^k+J|
z%U2kqU%Kc#P^7sUBx7+)Zs5cwn0>7M1b%sP1$d~U;pl!6{q}A(YqqgkAJ4OS=tk>T
z879^zC8bm;N<7GV@3-eJZcL+z$`|SWv-+#OWyO-8p00;?jnn5+1EUgLu3t`_{1zwH
zXX@)piwLQw?6fkzE+_L4!GHbk#&Iq0ez73^1b@wDM}5i85)7zno-UUDwVkcai04Ti
zrRnl8<3J-oI#!;Gv>|0rHuf=Qb(fLD?-zpYCBK9Te--jpueBMa<Iv$Oi9?0Am8^72
z55BPspi)yya`Dwr-^yo<;-w_dS?zQE9^L7>_b@7Q?#LtTU{jc-SfV>~Mv483kI<fw
zLzNd^n_rIHRx{$|$T(y)VBBPs4U<U|PTQ|X5+vn06i`=tk6{&J-KW0MhQO^pPI!bz
z`@ija)%UbKw8HgGpBDf7+O1D|v@Gg&n!2S9lnLI&TMEI;SkcM&t?5bCfxZGlgPz;0
zy4T?PO6!cD({XFGcW`h8kN@wI+|;&^npmtT>&M|w#p}zn3i4%PFdJBsB&V?v=v?1G
zhonFKTb))W2E8OX3e0vyJkT=vdA}XL5Y?+oeq|)<d^4(VE8zGkN*ZvfDqoG+S&N7e
zK$N0=n<C=n9@j<z;_IK)%X~1kM6QEuT!Mhi&A!DWh41d}-|qrQT-W?NZXKC>??S^7
z>-Pcw0iI!D_TBg+MB)>QK7*$BZ%o3@SSk*;9)#ot7@z#U-0s>Al<dnR2sZX+vdED^
z2m9XKTo;7CWA7QhbvmI9?+4)ik`vo4SEn(tx%T&tB_g2nsHpGimcgL3S`#cZa1(D#
z-nlk>4$^)y$ya}J26MRywA$oRlfbXqS$O^Xlmj=+Wq)<Zi(@0kZQ76z$yBMb<RbHC
zO9aD;#>72>A}%U_2tr<MOc#%ibI9YkzEZ$ioD2@CiIbN)3^tWKJoyl}c>Vs$ezTmS
z5)W%KtHbZ_Y@ir_<f{cG)w8Q$Z^5YAA&7fM0(Od6F5eo#geKPq1Gztq6g<2ya`em|
z2cacr_Emp^W50QxrzggF#^Gfil0cxWpAROx&g-d13)z&d1$2rhOFp(q=+ndH&cvzd
zXI|=T5NODBuf@enf=5$|=ppj9l#Jm*RmHtddvF7(EDL$-g?vJ!;eUX`emj+f>*#OH
z+VVgLv_3_mM$`s1K0m+iJhX)}ii$%jb<(CfU+yioJW*roV;;Oy;Nwh5lHR!_PuyQO
ze>^4#R?6rT;YC$_JZ}=|boX$MrUPI}-PvLs86uH}g?*)}ori{CZcK~2+Sc@}y@1UK
z<lLha+X_*ghS2|f9H{%@@)JtE2&9puIBbKq%_$Z!kv2a4&<`*kgtA3~F3_t$YQu$Z
zvT~lK8Q3bU+re`qJ3_jIhBiB5u0?{<bOO%SJi#CC0)6YPkqY0HM_{-MYt6fsl@ad{
zA%J+PP>gvlLts0d_sKOoRu2|9{)1%>asorN+NxolIDqb3M6Pe>g;?0^y9WqnQz?Nm
z-O9<$>y}gg11Pt>xKpVOF1DQ0vg$f7<oFNJaglu;Ra5oI$My3?%$?4ISAW+b(dwQ0
z?6pwL<GTL<{Hur3D+ZgZ_Q5`vyQlw?9*ZfqdhUBjuCapR1f8e%<x!Do(Z#axZC;*E
zy@IKiOWcEAqtDxwK5*MQz8@9?U*%808oos*JO>z(%=?jB7qF+g+wrD3ezcsPRp8yh
z)gi@x6XL~+xw-~=C@}WyC7q5EGv}tz(O;Th7Cl3M=N^~jr@~&zrn$4(M18`rG`GQ5
zVfj+J^e{dqFcX6il-=+^R-n(-gU7)$F4dcV12vjr_!)~ps_Sj$@R}k{6`B@LUN&$)
zAHvFQYjt~gbLX>76AmW+3|;yn&^Ew#yKr@K<wRLFSjmi;ArSvglvhAgtkJVY%w(K`
zYv^>u7@ILDN5Gp5fUa>>y=jwvOhD=pEFEAa%$ybcV!aw-z3M}aL_SeV`V^<!7I796
ziC`43GONHurHmI%Zp33+VJ4;arMkC~JX?g)4R;mIPS@8EGsw`z51jVW9!gA$HJx3t
zo(l^4XB57>e0mIv0!24`sWQ)(3~R%`+ps7@3x}>=^1b6)S@GZiiyYU>%~fT`kZT!@
zE|gN@(6)Ks?$Kh##E{*9;otlJ+C7j3;|~n>1qIkpV4hSlKWVoA`-lc2St=s5cGq*G
zw@3ruzyGr+i70VrKr@YmS&8B<rqJEpJCT?x2PHj1YrLCf1U&KU?=c7%|M0~%Ln>h{
z36<<A!(y;YXF2qKcXEQ0fcwdWFn^&(-?8?BCyNG-SoYKBbe&6`40jkuqtAox=U<u@
zZ7>Hod^WYY$>`rUYy@+G|C^Tjf1jhAB7l<H7$c3z5*(Msxk~rG)G$iZM&@VJ;}`AD
z#ey<gl-{p?=xQb*zq!JrK$yE$%tEpLxb)k{mO*gg+I|7Jw6ZiUtJ@~|KLAe}wPu8X
z5zJz{e_&<oB?T}vm4$_aHGk`o$;jNA#KOsj?M#9&3S(+sFamDN!Fk)Y0kgn@hX(qy
zrP-9G+Gq1Pq;fjKOPl~1d;4qT?=af%bSC~mTMJ(S<~T>{)DhJx;Zg^AjD|iOu4<dv
zR!RhpwIOJ|{z8<eY6~SwN0nXa)&g5RCp<TW6Zr9^6L*p`%yvaWBSSXrQbzfM82nU6
z774(9+lh%avNVaN&vkY9sq1L#FZ<Y%1>Rg1Zfi`{HRJO}+Tpi*lw7NjCGD4`3g^lr
zdz7<Y0o+iRq0ueG8jDVY-1+@H=&h*w4+4f(HF?_!#VP4=6a7oZ{gFKb)iqI2ZiSx$
zp2`l6WB#I)k31Z<sty4}t_$%rWbPsAI8`JaMIj)2u2=TrQIfmay=eXNm)N~XD)wsi
z{(KOT4PhA%AY6CrBX$w)$c~*fnqmIVR@hj<-hmt$pD5x;t#8;C&qJ@E)+RF$az)og
zQ}H!jNn&~iCTtf%0BqGw$U|1s!^EdOP&Ghh1|%FHl^z?GJhvq-`4ZBe>~nGOl=*Z^
zI%3>~*JDY)PO!Kl173t@QkyC~1a5}g7D#50lf7{luvX7+0SkJ<>d>Rb*C}@J?z%4S
zl7C^h(cSa}da07bmlw#;!Uv3Q4--g>F=5Fl$hN0sZ2B@n1cu0P22evthgfo^Fhy_Y
z@4zq5Ki-HEUwXpdK7S}Ed}f!@H!#qT6{eN^2bbfrK^l`!Chltgy%rd;dfxmUiz35s
z_!1j)zm_7fNGt%PfG7kZ7f;haj2q6N8HvG)YF#n%E&_{}q5kQZz{zK(grsh<Eqim>
zB*`QM?u1gG^Lp53-<{6&Y<$-??_IK!ov99O3I1U6FK7&+-JCJ<m=p)|VcNMN=NITd
z7?|hZPn5?ViJ$EW!W#98BIKHD{pS!gWb(u^n~VS}1oJlB=;saW9!Gb1!o^r!8hwjD
z7l+rYA%-vdvV+YXwINaqVD{9jmmokUsL;$+crv6(<Xn#s=bWFiFYb!K0^<M6cNI-L
z#9zESOC;J>)o(ubH!pydi`&N%T^P?N>U54Fgzv1f$eI0a)P@C$k&GAK9&YE858n1K
zMhM}^p?v18x5+f~Z|i~JBr(3n5kGH51e==|n2`5kaz$sS3xt-eiY0)9qcOkELv#it
zMJOxzqutn2m<7-a<X-(9eekqa&~{887xGm2lkNQ)yHKZ|-sEc_QVqK{PR&PoW7i&w
zkjx~Uv2m{V`88Xdd+FQDFbPpYLfa<-d5#gj#j%GG>kKSdO{%(pnZu^u$v@{`P;K%!
z?<RgZWBmv4+l&M#`zB{$JF7IMUEF5|kdgccIBWJu5xd}9Pj)|EOF=$H7_Ba?PVgFy
zI_y8Z?^mKOte)FOqujeGE%<*DvqQ!b&;y5rV_P8;l6L`v&whTSWmvV>s*)H366kp#
z@MRCanyT>o_c|CZn(Mb2p2rq_D<o`ARQ*Mfl8^HaYx-CwHsfo(o=tJrNv1}q^~8^#
z5+UOTGV^uiVgCVgO(*${B^iPE9p8dE`3ri)cVztb8_JL`<wsn^Q<meD?)zeTM2h%e
zTf58TI7Ww!*~xN6hVLMA!DeP2ShQ^&2OE-s>;2~0U2SC*5;9UvV;ucp!cZ+c;O{MB
zGe+{47bG$lZGkU-IB4)8<t0O*u9a@Tk140Xid5_-mCwe!)5w)A?$K^x(`<^{8c&JU
z=V7d<OQP3OkXj@RXg2O~t-RnwLmBsaZlDA2vpz|FiCRjsRetVEeI6J{((|Z*Sz(L-
zkXhfK{OUh|zvj!iAFFQu2css-5p`j87o_4*EnszH|MK=-C)YOn4J*JifSDU<Mnq89
zI0t0#>`HQq8!$3(^d3DmcO9`y5{b!f+BIPEa0OD~-N~8`K*+|O4xo*#Vr{E0H)#p|
zvF0u!v4$;_Uk%|u3VuesBIb)psEy<);VIN;f$0F%@I5kZxy4!l$nK=N9)JvK{bzN<
zZQ7W7v>DvR$}~2sUXDA@mZq44=O5`hpN2B;(vD+zy0T`{#{DM^Gc09?i!+nwIL(L%
zmXaUBNJB}jF&`KGAAl&D*7Ldyw>N&?{ef7sq)$+vRX=8wcg)E1Jm~t%mA*VjxOQ9|
zn=j#&-}RnUSty+#h$O~Q<omfu2_x-S(zO837M^S|W5Inv$_CxJs#<!QJ19!oGYQ;U
zTTqquqtR5H(4q{^>qzrikIfKUPm(D#-AZ*Q#HK(%4x2_&QAkovoO(d$&ie5ynxA#a
z9LvJwl_LrQP{Kq$4z8z3V}v+5lRC3^m9UG=a<-sJQm-q+T(8&UoV}OZ*~x8vX>+GL
zPepm+BVdKSdvRKJX$~+E$|P-7>=`0BWrEd*g5cv{6n$@Wb@en%Zc`ID$BeuMtUjT>
zj<qZtT9(5J5*0T5oBgyhoFt1a)Q&eWCpb}Q3uGo?WA>yWhY--bg)u2DR99S#Fdeo9
zBAu}=&e2#Z?Az$Ga0ssSx4DrYb0!#e-Wk>`9*#Udil(V&yy@h|=Z~HO4nA3+G4{W4
zJbMD85fJ~vLNb^H;{bb~VASoepm-arI)Bi|2&iPpBPJP@QQcxTRp`mPVDr&(MQRAT
z(vn;W0h^DIKoI=eUvOH-6?{J_F)A|yq3mCd0a93j;(P;qSt9=jb6o!uIpimn8DxgB
zrd<14*?OcG1xR+uO~pIjL|;S$@DM~UfxiA22FMjh0d8OP`}1fU=Jv}gx1jVD0`8q0
zykC$0<(ac#>OOCYfaqOEPz~!Z*)~k9N+tym3d~O3rX$!rdNjI<UQ%ql>p0m8$LakK
zkR0zD7x$c{=!3cxx(clQvIYC<m)zj;I^oK_S>N_uJ0`F1Gk)J0KRG48Wr@G<pT*wW
za748b-OzP>-!A~;PfZIPFKKg~Vmk_j+f2<$29|YVP{UAT1ja5*Es%ha3j&7GrwW~>
zjEp4HPQTol5W8m<NM!6z$Pxch-}VLX6X0m)!R|r+fW!#Jh*vFbnzgBdK0{QCP}$G%
zGZ2c2j|c<bIK1B1Wb1e6Rw!afg^_UR3J+<NrzWM)V-D7kKz8KxDc%zUKGkv*2fzA9
zwKQoMvFBt4m?IJpR~<47UXc1tnc&h9z&0PfjJhSw{`!R*@!gM^ZNTJ3UlcuLos?<m
zoEhFmRQ9pjS&6AY@NdRh#&UkR$;X7&`~(zn^Fbn?z4VX1vTFkx%+2Q6dBX}St1rZL
z#2DZds=EHbTp?}TV0+I9Pg$u0wVsx!=i!Pflv_uF9;poP|5fAiHF3S&%=UTfzGprX
z-%V4+;Z9t)pc+iBR^UGm3?apk*E)ty(P`CuZ=s+trg@K)=@l)qR&Ji!wo?BBd4yQo
z%HV6G*bS11l<S9AOSp`3{ea8jWbJ$jg$M`E5+2PKC}C<mhaz>HP6{O?R?f70I>cm2
zAlM$jtDcsmP+PaHz7<pYN-jc}%8p381$5UGzBj`dx-NDe@-adz&M$;;x*~8iggWF|
zm7Kr*L+}XQ6NUq+PQ;rxuQh}-8ZGpZ+PULY0B*zPJ6`s3r*6+)fl@3gPW2n_9;~Kz
z+(z90#nxX2wbg%Nqi}%WE`{R3-HW>xcUquWad-CyhXMhDJ4Fk{wYU|R0!4~Tph$6w
zmiz4f&-2W@XXgE|6Y?dqhuK-bwXSu^J#{i&uSf%`L_+ku{PDdp$K?9v?llxec%Ca{
z{VFtkB%{#WxDSaNt;giyVb$MKchc{{=-b}_#bwV!#5h*e6XdG>Pe?C+W0E@8<ncxP
z9yhw=>4tBN%nZVxJtn2^_Aa=`fn1B>R2r_L0>(AHKE#Wq`|AZILwWpO$I-XF;HRoU
z=mSYeNKS4Kp@->pGOq+R!UE2BNAzVu;6pHhKwQM2xWmQ2ehEh`<@e*ivErRa*NB|g
z5df;1u!4qyyKmQU1>;jS%eIP;Za%c}zh>ndG^b-xzNWJwWwaN(mYf`*+|ai0Caw2v
z%}A1sJl|)Cjhw`IY@vft#D7TVP<B#Pv&}NBw;=k%jt8ue7h1|g>)6O=BpMT4Lf@La
zXVr~Wm7Vkk5veVMUZ(8{A*goIw?2OzVh)99yx;?RaWX+K`BEY#gaaEJ^HtDexpCBP
z{`+9@nD@Hhg%k>Y7Ll2nTt{)j?mJ(>^w=1?VTcGe$9hV!$v3G`qil2SY!FO4Eg)XS
zonH-4jSp|CB|(WrBA3_yveooiD3zPe&I#1{>8lIeWOX_C$1nGvIQ**C?-#0Iz@x(p
zveTmL6DTK1=gNa&j#I->KdHrg;891Z=W=`hP_L8$E5ik<6xQRH%aB+uL{SsMt6$@O
z6IpBxFv;VkP{Gl)1Eon>8bZBD;1g(nw1QH@8@3XR7h1R+b<0^(%PRMEn8p}08B^6d
z7P7Fs{D{=218+@&rW>QSj6MO0e913&g7t_wGFK@A`OQz~NOVbHE~~8k<xcKKsD-Rn
zR1S(0*Y;4eeT;DsIVX3p9plZPk$!afE*{Aa+E2f~JiV4m0SKz=A;OVNv4C_LSfnXo
zfyGp2SEbCz7DD2Ot(%PgJVYGkumLf9whM<YPu?AF35sc!uG{&mZ|<(3xk&bsKQCbd
z-Q~}7Wq2c*b!Hz;`xcr}WS@E{6%E{{QE%rr+onhCIrX|uFQrsx6?HMl0CT#`o8$Ez
zd{#O#v2UL(Vi|GG*x#UL&(xXM5FmS!&or1}n1$x89=hf43^k=b#V}m)EN)^jACljh
zm~90c6g$#yIr_9st>$)V+Np5OJ=0RIv_%#4@?GDb)x5}==l2$)R-nARtNhofmjLA)
zibVDpOhSP7>57I_II0p2>~Pw^VoO;#M@b+L1<bQCI5l`*WA@_tDnpT9raZ`^<^rCY
zcqPDq3!yFe)S+K2kvqVyQ%$gzJhJ$Bhy%r>nn}E~ll-Y<OQLLYkBU&&?~e79r7&gc
zzoJ2-as&@P-Ye_u!z0<=A*&h^-3sAx)9K(y{*={kZxf$}&b~IauCYdqSVk~HJ-Oa9
zf9n?wSK+c{XL_yKY|5nHj7m-{_l}ni)uMc_YVfNe<*J4;7p}tL9Q*~hBcf7(gtc__
zwM&2**5Fsc-p+&6r5B7)Bo!_{&XB3Pj*o9ldgd&N4!Vkjol@#U1lw3wYg<i@-{_8h
z7Df$Fs9NNvu|!rQww!W8Cf}t`EyOG|QXmv_5j9Y+@9<i&XJtPF*O&^`PnJBSV!!km
zRvzUZ>kHeLpa4i?DIz`{VWWGi_Vjo3;u4e?@=?}<tOUFA85!ChWeFn90L+x14NP2*
z{}*Obw+s(cwR|1cyXXbPSH-17kl)ok9ma*7h1fmQTU#g=-UH*C!^UMV&7=HdZ(CTB
zP~pwbUr>yC5L7LxNTf}OrtR2ZFb%80!A2!3stEoCOLeY!MMW38Oy&xV7Hy5QNxfz3
z3G%gFT{;A#xso}JR;47pH@cE`U{(7pFQqa%&WwhqWGTRWDz_;g+EVu^TmG$BwgtQ>
zO4SIxm(5SE7X7cD+YrW)uZdvn-*5G!xz7XjzKSQrqJ0_NR4>qFnIhOvWs=l}MBaZc
z(=cgx{OMlC8ZJJk!lVLe+G7xLL31&?8~NdF?|<`6uH#`U|J`rWUK9KnGhR<W-cL59
zE>D!1UpHATW6#jr{cd*MB3UM`Xxcs|(00azjUUOd$R0GC(iKb>?^ei7h4cg$F%pP&
zG_`Tqn~$|b_v;KHDpq*iJkT>6WN;@Y7HejR!32i?fE}ZvyyjF+fz}GHe}!1ZAq@qw
zrS2G;a1x4t9}sND3>YFSSs^Z2frq~c*%PSRsG07sMRrr}|1~z1?-w`zsppJ9k-)2N
z?EhexI8Z*AP=U}n68$1H=iw@ruE$*)LzD&@3!~lmE~<v&ba?7-DUa@yZ&B2aWQloZ
zfI(SEYf`cWdKq{RY}b;H#pC|q)h#e61MpdYULay58CSF)xHl6J=fB437Y#ConD_Vo
zr>$}&y-+MjoYm-KQr;6ihKofkaFel6<W;hpV>p3A;B9AcQ34ZV#KiG~^i_NO8l~g2
zFcjGHTELXbR#uWTGx=#)=v?xjY3pjWhstcmD6T2J#N^9VO%Px@Y~#dKIAdiY1cyX+
z;Vz_Ju;9@vFBp0@<3j!<QL>`<3E$KwNkd~``HP$$??k2=m;435L~L;1G4`soHyu!x
zWC+n1SkPTeF%b1pG9oXlxFv$~!$!Cra$?ABS@^8$<1=45NiMy?W#$Z;>3M5bV#LBu
zq?#0tT;g31A`VjelN{~gxRb&iZ{1wg8=#kw4W`x?cTO<G4UW~RZ{VWZv+R<LoWLws
zq{{x~-CV_%D*~^qN*9GU%EwIC8-gBjncT>yavB|MNE-76><o`Ek#$LA(WZ}DV)2l0
zcRU^TG`^m*`xy)P!3$mP0ycZ*MCeT#0KT}vm<rf7Qz^57e!zQ{JWupQK2=T)UA!ag
z+#H27jwCLhi_PH&+au!jMe}5}dS7<3*9sk*Mgp>IQdi9gpXz|Zcn8!-CqQ>JBl=BI
zBsd)xn?vaPXU577?tlTz$vZHNpZNL5@AZtp+TkJp?;IQ_FQmTM_IoAUaWbzjFu{vp
z{d9D!I7m$xJ3put<7QYm7v@Ws%jM+Mq@Rb(e4wIbDv2ZnxF`zTfOfp5wxbD<C0Q=<
zDXcr`80THFdj^LR>Z)*u1eegucm?6k)Oi~jII}t(Roc;qNUX)H*f6iy7Cp1+=}zhv
z?{n%7p-|^X?Y_$T*qTuiAIV7GNM?zN^n<fuI%blJ(vTG$e8X?NCE3&2Ta7JWrjbo=
zX**_=$%i`Eyc{uhi@KbM7tOvOF?y4e(Zk=q;FmztbGkBAKd!E;oeo$JnT+RzgU3|4
z+?Ba;^RaLONt0UY1{~{G0GZhaox&f1IgCs}7CCIHYCL4vC(CW7tO6hC?&Srzq#(?O
zxeA2NlqMRr5QFogdZL5-upZ(`K36&euOdbODHq}TB(M_AViiW@bd-`*6BBXbmxBoy
zXv&XPl?`2-k?5G@H&#mx-Z`myR&{lsyf#R6U-TqX6;kxs&9dp0NgN5XA`H<bQa`P$
zZ*4~AV#ax=_A4@ept4_Xz%fY_UjNAt#emg!lq*G&KPGRoM<GvD-d!Dp1tSSTa$P>%
zbviYhVWjI)lTVV5KlmZS+L#ovL6}Zxc2`m~zlc)td8aNY9spj{XZak+5N&7}-WP(<
zPfK6^je!5}4;0YdAglks=vUAuw%z~9^*QS?x*z`ht103AA$H3mcE1$}u!jdQ7dN`y
zP{F(=k29SHGMICm1X@}z?Lk2iH}+ZVnfd$&IpwlTTE?%CP=cN$FZ?0ZU8hX)fMq^V
z-E_QWWH0~KEB8T%@s;!A4xr(Dar<tt_AC5fBT70Buzgr@L2D6WHi*!!9~RM=R$c%>
zRT?ApLj%Juc*9vKZ^Ue`5{5Z{*k#_t<K>oocma@cVLEi5j<O5Hd~WxO*~Z1r0JNOb
zk0p-vf6Rl8mjuGSUnBwh+#)2#+&yr>6CL|Y!kI7Kfpgq__5kh|heEgG8Z6>>uvSSx
z`^jtlX4TE)?4Mf^H-WQX2*%#SV}~2KBTk|=5WzB~Q>Y9}_1>SIg<&#;nc*T10821@
zvsUQKxzGUHSLA!a2H+mMbs_>Jo}z<_Lh10k;hh9d@|LDcsEV`&3L+?&Xkq%DvN6hm
z=TOYgv-8fw^JYMe!a#0aCgiSS<#gEkK=ZC&xoeM~kVyINLgKB}*0;CU2K3seK?Wv#
zt{e7@YXBY!5h0}@ZM|qLraRqA@P0P0aS-v<{So#4_@s{`P5Xd%GL^$oNf+(U;`GU?
z(!H`?xFIif@Jh~8Gk~YPrcD-Vr*PqPkmwz!b(JE&AWc7^6bd8Ts<<+dPCik;IvZo#
zJUENw(A%-1Q$HBG6F#^^U}nAUG>>?VH#2^I`EG(-aV9PJUQR`C`E+uvM@k40s$tZ@
zFpu#qY+3-MsbfFG`9qzEB|1EJHN9jdVZ3xK3eHp96QPkCG-9~;)zNMhki&DBDP-Io
zS0Gl@829b)@RKsQX0+fw2uGyKf?cEdo``Gw(4f<c(XB1fE#tvS#s1a;KhZCN1CvzA
z$kIX1op%QUOpX@OdunIfZFM4fafqv@-GKKh02UB&FJD$fQj-B@g#DFBY722Ww@)7{
z9CS04(h2Z{HlfY3jmRLa{3Rx}D(*XE7?-_eZ&y=B4A}Kc<5cK>;H`wmH8D-f<?$i0
z1F8|{W->;@mJiIr#F+bAJwH$X(xxTnDWO9xeGu5`thI(rn0YN9*f7Av+193u6>KuP
zHNNzsbx$-v*OcA9LC0yUGeIvGJ2_4}q-*<ytIm##y*nxLFLu3&H1Wytn252`60ZW(
zqHtsA3XLqs1&y|R2e<Eq>AhUvvif-ny~Js|dX-~deVl{-Ff}n3lOu~oA8|+)jn3$=
zyLUvDq6d-MqjmyzRqR<b+hqVJvF$mSmF_y`Kake<?G?mUyLVN{NxAoTcol;puVm>W
z-JC5aL0F`Oy;Fnn!|mhHeS$2{3aWK_Z3l5W)5xC>bT>(sPY|yTDJAsmQ{xN}ksaHl
z`-~Q~<kQEB7<W&qJlzKRBP?PjsAt=@v>zsj44>bE#qOhH5AV=tSe5=|>HEtuJqquX
zS7n-VBrQZBwG93_D3|99m5wGA)TJeN$uvL)lXF)G(OXbp=ALx5c{!mnX2s1*4?<*3
zbn*~Z1leljiaKTsdNFe@*IG^vQwn`%Y;t%|gg}{e4+_`7kH`=x8t0=dBwy^;UM#&~
zQ%iTCe=MW1%fUakxi--0U{VJJ4*(4hJ>)~&tOU@P;MdkG5&%)Yqc_Kk=eoshox{E6
z81yxSOpK0@@!Ho*6Vn()F^gzaU+)2>%Rhwv|L0;#W;lhi0vsvLwXVX#iUiEyna-<!
zB1oPbrhc505rKIiZVN*kP>(JWP6maV9V)cb<rkVqD$7u8E>#bXZ2s{UPhrRK)$eRW
zoW_B0!Ez8ZkV60ewKD({5@Pvs9TyHTLt=1#FJh$b_g~NFKRg_lD(gApoBn<F2>u#P
z;j|$1GpWY);M3bK8Ju^T#$I8s$FT-5JGQe69zR?rgIOcG`?)#~{o>{MuPr#wygYoZ
zmiGR{v+^CbbO%Ff=)d!Nk#7vx!KWkb`XJO{T%o8Phs~s6Qh~S~za%UnP;~rFyZu)m
zTdwxJ)m0axP?=P*(7%?xpp!NJs%i*5FbyRfV{NY{E~CTNbwo6x8JDq6Vxo>_3Np><
z<6o3p)N@{ZL$WH8#L={>ZkV4)6Iu`SjD=7QRii7tru!!1Ik6I)l;15o)Q-o*skd0s
zm@Oz8L{VC%f0S*9>_l!u7mH?}@st<4^yWO8*rZ@1=2@YI3{6FVZ4plwR^_N;hc^yy
z{$QKoEophM^K2_%-=Hp!&vNR+0Z;W}HyZCy6T+*~L!MQ`A41k&1e*-|DL<uAH6Krz
z7&tVA3y~c?Tqe|fo+ck=%eO2%BXTWOhpCRq%=2SlgTs$NY|>{03LYCXTyXKe%pgKU
zrIax0{cF4JE*CBpMJYCQcq#7-lD=v^%ML~<eW;d)qaFxZ#naE{m5JyO260))Tv0um
z^~dHL-O;u)5YfS{ulfQ!b=;~(^D5eE$mc9dJdxq3Qv|^>m`u3NQMPq_?0f%O`pcGT
z<bHO{Lb<0&3Uje!ULObtJbSsQ@0>T5fqp^SvEAbR0<Ok?bhtlXHHK`dteVxJOS(cr
zRnMwNsQ~@wNvJWf&Sez}Ntp4&R@tvF3Xfjgoaz=VF(e(|pAPX94{hKecXMxOnKn*?
z{lS6Df>G9YQISfsMu*l38mU==(%eWXO`Jl0l9P-httYj)h10@Guqh{@lDChq)H<c#
zgoV`|kRnZ;eLA`YKlfJ0rolzJPi36ke#yXQD#hQ)p4uIpLPyo1wj#z4=Bq>!qO0s~
zF1|O2^C*I$yIjvMQ`;f02jck(>GWN8A9l__>QJd>X!K|Y^MkBF`cpb2ff}`+esa~n
zK1Nq}=1X4otGP_E_g3jhqiRW)t*Wk6RpCMXCT2M1oOQn=Xt1fjJrx2n7T5X{`lc6V
z#zsu`pmYswdi8pWV>7)5>IGXJ+Cj_L>;rc~#zZVTHUj$Ohh<f>DV7SuW%2M=)&!Z)
z^yK$7RgyV6?D<3pHB~NlLn7_S<Xag`6kX*XYsVyByBv=_KYZtN3m6gT8m}e<nC#ta
zNsB%qTc5{|7ZqF>YrW@Orb=Bt;NE68f|MmGq*A6$<+H2TE(RZZmN6LAM3!;B1my~#
zA+c#OBa1|{3}=N>{!}ZSFnwz=Hy$O?B00XFp}X8L!AYPDsT6!TBl+fZVbpPCm&VCj
zMMSuk3Jq%vpRq+!WrX<%J4R;`sPHYyGkI=(M}FQEoW5`sCK@=bhhs*j;+pIcz?UOd
zR2e0w;LYJ%RHb~9K5zA;8XYSPG))dCxZm=2_~L<Zi1MK_Afsp~?-+~e*&I5z7%wTJ
z)EXCe)Mp7gv~%D@i&EBwP>rB|>EHQ)coFA$klj!p8>d4G4Vrv>mj2fPYVSt`#4f%v
z(DpbuyEyEH<G7v#AXU6>kaB%D&IKlAYxeQK51Py6NND(;om-uZ-b5`ye>ypQ{r+@s
z^+{bYhK?B3<ykjWXui)MfmM8hY55cF`xAbD?X&DMjpl<x)nVJW3wueSS^Y)N)A<fU
z5K__7QhA))L|qR<Xok~WZ=FnDNVjA0`X85nrRn?f{lMy*b{c8YgHOpq(cmLQ|LSbZ
zne7!&QR`;H0=!V&w^rijemY1TNVn)9)%o>?cLo$<bbyYD!7o%8XXHC%K+<}n4ikf>
z?->ca-ID46!2UuPiA>BsIN)LL%#Y2fXhVIq5U{oh8|GCU#}JyI*%?HfN6-Zw&R#z~
z$l7dBy*8&r<dhN&gfIHhbm4~|VndPfl!3Xnp$jQ<WpHLDzF1id>GELq>P}G=gRT~6
zZ_GI|E?4ShWjtsdmEMUbK7ZN4c9e>yr_sgh={|2^%1e|CmXa3X{LptP?U#2m4U;k6
zAiKDpl{EqyVp8G#b<z8v6kxnI+Dr{xV6WmS`$*CkA15FkMNFXoP9ef;CL}xN%?H=v
zt|!T0`bu^XVgUx)SD7_j`?Y0^IYcA32$h)_npSJ8ry4}*m-`Pyd#y=bXg+)^D%#Rh
z_vOAH4OG&FjcNo*e=p)0M?v&ilo8g4#@G`vfWfnJIvMuKwBVUxMS6kvxT3**xs??y
zg76E~bybdFqPKIy2Vf#yE+(U$6RdqFf1BNUyi0MO>NfF?XzF_p<)FmU?wP~;?vmeV
z;V#{u#d{~J`)=8Xp|Lnzp#@=D-tQo@#Mk%1v^54YXjfr82RG2I+ni&M`PHQ{BQVVS
z(2Zz=Hjke)5uc~7JX%(HYW+VD((T=C(W<YI)o6EeO49c}j&BSxEG=&wF7e-s3bE@k
zr8aUa8;22E2t@b^9sOFhNIxE|POUFt)TB<ALwXNO$*{8FuCh+WIJ02~0nRJR`}}Vm
zB1R9c3`X2%ejWWNF$^FcaiUW^N%NUtT>fl4A)W>=?LZU6R5R)PCDR#{_a8{)_eUo@
z!38YLj2EIP&8ao3usxS`V_7_|EcEZ6KCAMlBWFNhMZWYyw7f1eeSGCII|AC<;B!%T
zhMj1tn9eYBI$|)PjUg5KKjk;;y2JeT|0Hq{q<^2;fN|*mzork@_vpLz@l8wX8np>V
zkL=S~_sLXQ56pl&BKYgE-ns)3r+KKAmVfWq(@q~!{VlNAszmZ&p<6UFv!I8B`yg+0
zufGB;8CE0Y^g*bRK&qcGTBFN|nRLLv0n7q4MxfA?L773*s~r2kdr;R@Go8u$D;4^y
zgF(J$Qte@b6ib+FsrXl4+o<BSF3ps0ki%04r3-4@z>Z&R+Tg$|T}rnJWhg8-BuuEO
zFjyZZ-iF(&vpo~0#B_xQUWwS;2$pI4b}|GSjUzst&6g1MQj%G+b1`{v8;5|YS32@v
z3+&Eb0_tYdaHiENF>1;%TGnOVt-C1Gy*Z7sza4dKX#1zF>?nU{t4*^fNoD4T(rz`n
zc6mj(?2%%BtS9NYDy|;i0Q<mLMDr7uV1HHRDC{)bfe~i%Ouz9|mN?`oDiVqsrJ{b6
z?TxTtOxLe#(V?qls)6lApB4oizSyKtImPNPfAC;lYFjDg?kyX1axx-mp05yf9@ErE
z?_MmI3H?03NqJ<3Q)gUI>-|{)8EHHy;FHI?EC%VOR8crK>4t%a4=z9WE1RAjDH|Od
zkqsDTg39`W5toX75bp7{hh@l7UX8U}K9n3{2kBmD*=O9;$y5Uw#%AV)Q{Ufgl~V{X
z-iGvAA{L&c2bY7J_&>j|(lyLZ7Z@rPYK5n9F-lF$)bo6G6p29_oU_^9<xkRH_=Ri;
z>0p1yNcMeBqxR`x$NF%7OrTsnE8vTb(oeKm(1TC?UgIl^JqO<#SNHY2F{#t8v_O84
zdvgK#&6F2K0nZm>@K*=>RM_7en(qo7bh4cA(wNyO`^ORLsv#%G1p^&DLDy*klJemZ
z56+Z51`MBOLW|i~SePvQfv1gvJWrb=OCJ@_LN(?AWRR#BczOv56z6D8@FrEzHCi{r
zBJ}|$0TPYT1=a*`2iFD91<Fzn2ObEQ;xT#OqWBv_+(fjMR98B({sU+=<;%0!^?WHW
zcB=7%@$cPZ<t#{|_>yRXQV#hQ>FI?oCKxz1|K&$2_JjG*R$oi^iDc-ol@7s+iiqL_
z9q~wZ*>xlpZuPN4FS6gk6d#@`!ZnhjTHTkx4uEHu0Kt9?hGfu>eg>xXBf3XHCIMnT
za#CzIVgkkM2DuMCMJEdGCT>y849ztIhy%E$1H6i{)}V77j>)9VjF65Krt7EU==V?5
zFC%G57J`E!H7u(dLG`}e9WsKsyvr+}8uu#69e^lX)~t`CS)?TCxU$}<Aj^jaF(s64
z^~?J4zIUd<=<ySFNu@qNmSnS?``Q`I+}a_(Mk+q)7j?Lx?Qe8>C(VtByce{zF`)2#
zOD4cnD)Bj$TfdKH+QDrIg|(@n%O`J$TYq>wCxY9$g+yJhA4}y3W45JZ<%|F15;`Ug
zgLZv8DZ;BlFcEARj*>VdJ?n~t1a32Itcmbca2M)s>fViXtOmcL6W@SL?1caW3w!E(
z7DHr&$M~yzM2-nza8yh0m;XS@tujl(H^5pM`CBfHY0%#>ZG{Fg^8qf{_4RYtR;@C5
z%F;#^Sb`BZrY;i>Myd2?59}XUclc8pnY+B|a&~Xn4{vJC`;8C9l6=2KDo$8w55t^w
ze%3xIUavy}!IbB){O<h<Lgp{DiBNw&|M^E~<n+|E)d3DUNZ$W!H2&dCqu-9j@IUnW
z6?E^tVk8(6ylFbFZkt#B4C3CReZ7tgm0U`qeNWZZuc~d`(0$^v2!J7P_o!6O_8z;v
z#RHB>wRP5nmzFM@4biT-wg#|-KN`l(n3*W3bR8CyfdotbKWLZdaW^3yySU=4u#|Zo
zKbG@45`$i*J5_uB|EZP+fGFzlEOwC!Hn?L^PJb|1@OoUbhmQ^tVrh|p`(nGIaDHAK
z3S?L{w)MZk5OSkU2-UGrTyw<sz6%cdiy=TAG^;D)HKSZ3&aYXavlND*jdvoJ&{DYe
z8v&lF?e5{A9{ydMIe&FC&5lf>s{%qrCQ;-2d7#$XBk|FeoIF+E8<e*7;Ip_F@Ve)D
z_&<;(H{GABSmoUf@j=J>I;$*GRXg9NVT~7B<Qm0QGSx+c>;!~jnlCt+t>d5G$juA1
z(0Ugc<>h2wo4#(NZaX>qG(GhjZ{bfN1#ggm-JDmOA*#BWP|tB9CmsrZ*OFyJJ9O^n
zD`T1PqZV_`D6tl!Y2UD>N39mhx3~>|H1JImhPuCiC+xM$)r=qRa_SY?N%qLPrk<-Q
z9+It05u8{#4*m7xk$f2)FC_Qi4Z2Q_)N`10V-4J%ym%SGV^w-k)T!aNrIE|4Wap4Z
z$pZJxCUg5cX<T<(Y>jXWqIP+lLN(dfob*PHIfu-_!!Ovaf5uh8Q*?v^_ZKvB(x(df
z^hgY7M0JTOLK3hY#qK<hY1y1lf4mQJh_Z96Hw;`hq1g;^sfZr5^pi?cie_&*(yK6>
z_d0x7eDy(_@6_HMBC_8dLDt}OLUFph91lO*5wf=>YEcau$UV|2U+kXT!1djxf7dm;
zGlz-7R64rVDcbvM?d#Jnjiq77Im43j+GovHM)cL=w)s4#{fQ-cyPn;`r0-)51J?du
zL>Tz6b-$2^(VDe<G_b{!^%!eDUKAqM-ZU#ZyWZS>>8K{M-2I?5LB*01cN>u@Xu3Kh
zI`L8Kt8MTi)#MOc2hr0^^wQ-yVP7?@Sj=YP1(CN{hnVTpS<m-nMf9!*zN@EC(MuC(
z!PB=F1Slv6yJbm<i$doubkmGD?S6jQ`wa`u(FdTTpsp{Xa^JyTzVFAT>b65+*L17y
zTnpC^-X9nA$|Ax|dXhpzrQtT?Wy?&_ZP!yfyJcssN4p<!Mb`rEL)urh;CD_Ay|6j-
z;2K6%ceMbAU)QT4R_v*AUg5Gnc|{-<ZfB5HHNoWcGlLUzx)@9?IqBKt4;sJCL>f<{
zE`fgO0?4!TgWqy4iWACAEuonyfve2)mGcafmFhg`bs?_61&2?>F28&DXPYqrRyi1w
z>;xaN0T))*T%W2w@`5~0Y4{)RtjXFwd%pV5Pc&cOZoJXA)zjoSs}?84LiIH8+*TQt
z!2#Lt=rO6KOL=O)K{{bJA=2$=Ze*EM9IV&>VU$HFihQ0E*W5%bl&_X9$Ud1J%fx<!
z_aSkR!0Zp-b#0#oC8dpM>89N_CiCNbOgRuYXPupZ%Wr0s9Pr@FRqGPXT>qiy1xC0(
ze!*J~npS8d)UtF@PrV{*>*Jwy4cS*xYIZW(D20Ts_pqOTrBY_t+H-Om*h)tnbi`zp
zRVw9>;UxUwRjFgB|AB~WbyJIQVGm0L+wn%Jp*K(i`p^0!hN)_m3?{`YcqEu0W=DeJ
zNtnt$OKehLz~S1Pv>c3vltG4y!uA3rcYZ3q4G^Gh9?w+~Q;lbyFzJZnEd9d7GK5T(
zq!=qUph_atTWg`10T2K+np45K4ifmfRXD27*y6c&eCHPj?eQcqs${sJbYwt3Jvbs8
zd4$8pwMJxl9QNl<y3^lCZ`mF@d~m6{ON^ZeJz3hUqaSHu?WdGP`M|BzIm>ytxl;Q>
zXy9e+DD69!<Lj%0epDj284ZEF)B({aNr%(8QR+X4>mx}s9x#!Xv6Cwe7JtIB8M`)K
z#sL`=i}B*PNFp7XxO<D0`gLuCKO`Q6B74vUw4nd?ng1>lUO$Vc9V}hnTVpP;az0D{
z3s08Jp&=67I6{AVmfG&oRNdEyXnGSz&u1^a35B*<Qwcsb`411E{`I`;GQ;rq0pwLA
zynB*>h=p(|l^#Pdfuz#3M~7E4rmp*i1(cgWv#hJ`IyNb>`&Sj%ur#7r3YjjM=k3!+
z&BLuwngDtLJ-n3KB~yLb;p9?11n8&HtZ%&4pcL9dZPHq3GQj}}!92%hCGuz$5?}H^
z9K9zhinc!P9lS~)fs#-6DxD+RrYTdhQDWYV5m_WelJ)jp#<DR~9^5~;)^myxp5B+#
z5D?5NDnq_?b$tgqBsqG5FIsUiM12Kjv~MG2rG#!tfI(Z~e;29e<bNQ@;CgT3dRsX9
zYWg*`?~+zFv>x<vYtnqc--8q}y`U{@hnkyFkn<3<2JdKm!>pzYt2gD4i`P#JiehZP
zyuIq+UYr%KMmnV}B?7ERLqJfNh2a%s<IgzG>t=4#7>^7VCGgkOoI?m`UQ?y`15$ah
z<c>?$l<Jt<5LGYFryVMMGU{|7%B2h`r;tFsm`lMFQKiKRQyCu?K%$MxDkypr{SZ+%
zbQP86eTSWoA$G*I@OZDNCX1lrY~=s+WrrvD(}YBA=i3)sCt{`LHdJRFRYpLtv=*$f
z2zOSWG~9&hmywzY{f>xW7@j4Zv0(6wKd)d8&h8}mILfL%v@)}$3u5Rp<Ev`uQi`Q}
z^@D>5QQgVp$N^Jw9<mlvOZm)S72i2+CTdIht&zF8OIJ3vA&v9F!WNR*VNBvxB+#QH
z^oVOI)f9Gx?`9Up@%Oa{nuu}W>4aQ6p0*kvRuB|7SEtCTh{4L9Bs|R%HL);^XCK?C
z)DJu^flUc#DKX_dOv4C_6D8K;QsfqZGjg)AK@d5(D|4PB<aJw)&FNEv2h4#lD^>I6
z_K_@zNI@BmYHM*W6Uwl2XXk**S8Lo<%2zF4mo_CZnpU+;!8!^}729Dx$;IU9-Ui-!
zIG;O+9TxFSnuz)}>{N5v=X`ZBQE&KSib=V?udZ?Jhl(X|a)Zg^ka@l_NOz#Ji6s|H
z?T2ZQ&Ov-Ox94y8I013aZNCiaplE`uXh@u+t}+eJME)uM_{(f3V_2NM?t&T<h6?cd
zAss?wl3^hs=E=zs<$<H4yI2}Bmu|YNBg$D;VZJ`zn4!NN-&nNSUE^y;9=?4i!d&pi
z;Yf`lZvAkiM4q4cJIHwW<`oYLN6l1)C?fx?Xl{OVU`ymJ+7E*d!URUeu%NM2WCPs>
zw;}4%b|&b$>&sGO(Z4TH@hEv3K9ws(l44tk8%6b_dSP<t{3w_y0!6#Bn5xAnzjz@?
zv{!Pg!{j7UHlg;#8fF6O`;hg4+AaPfUD5J|R!p(}Tzuybc96b0jx45D0RM-!ZJ%YT
zu{l=k!cq5m^&PiytqGnVc466%k_ma1ch9s@bjrD}*n{?o7~zvSO+XYZ5~m<szsRhQ
z=%r66$MDN?wgRIpHZ~Gfg?LMyd{C}NmiRH4;Ltrkmia)T=8Ci`O~34mLOPr3WEr47
z5i77ceN;eD#fWqoE+Rsodk~2;%wWo263n`CD#Ga5jKP8V-7m3}mp1XkV-jj?rc<1+
z<36~#hAhHhg7}|e5>nvN(od``h@ko<|4uyF`}(k#80dEANY7G#p0y2lQn_3_mwFaO
zwHhG6*7ha+xC-DcuvtWL*(|F<5rLYj;1HzP1(zj~r+)ft|DYht`I=rb>VH@eKY!XD
zu-U*8rvCnKZa4V{3;o|J`hVXEyt%NoEkG!C;%A-S2Ya)lP}-%;a-aqz5r>AZzfy)W
zsj%@87%Ah?>;PYdjYI3~UxEuX!xo7cf7nSP=AJrwHIfI|OL;vG?w`ZpLKtj#^gJ9i
z7y+Ooq>Feq%EUj2rE6%rm!{S9HaAA<%jVa0W_KL>vEfEqe^a3}fQA2l5VDI4x1dLj
zx~dwh(J9xK`C(}CE~>l$i=V6&VL<LdhTdA|yO^*m^S&Cr|3I*1JMYfqdy)jQ&O{!6
zdVjzFK!Q(L00RkjX9F;hN{w$@Gojdj!kTD*E!p+P{?WR@5jzStk>ZF0nD)b1Gf(QH
zOWy`b{{!WFNI%N80jI5y;JJBne!0D5>2E+QaJv74(cv+$x7UpIeYJU>e%YwRSL}yp
z4N@p}<T^@n;-0%i%JI?{!7kuGid0JV*qz3}B_#%S0*NZS^k~bX`Yb<*#)e#Gp3ajf
zDzeMTOxcWD5Y$uL(>6h*-Vxt@O7x(i`m8#r9od{y`-rS*)H|~MlT1$l)fRb*Voj*S
zKg2o*o=G%Hj6$5F8#|q`_Q7KTS25Z4?cCU~ePa}`%~Df8Bqkc7Qxq+$F(Kt165&*J
z-r+0!d^kydcCfTjD^;JU^g7cV`D+qJ*NR%2pr<VhJEBV2aE*;AvCdU-QkS2d9)n(9
z^7`L?s;}S|qt8t-DSk&RB-M~wGt)H#8h5J!aDbG-8PuWLx+TD5^>4cR|6cU{j42c5
z+%P#ygbZiEwQm@$Nbp<wkihHj_MBlEvRya_11pa@z|&@eK?o?YYXB+{uy<ejO3z62
zYSWM|U-C2kVFxJ=3Z?&(+kt<nA*sjo1}zFIK=$^zI-kND9&QnW92dE8O(5)RG=C!i
z8EU<J_f&$z*k5m`&B9}_f!Wlti{y9fNZ62x<X_KYa`>{3fevy(f%gIDFWGU-{qk|4
zg{R#xjwp@+qyigd#t$izV>xTE4{4hMx>E$o<gjuUNHEJ*dy!J)uK?*{vJ-gYsOn-h
zzjkVgF9^x6&G1A_lX}o$`3KDpS?;%zmL|=DW0;zn?<(s_>A!JFb)uC7c)nnTcQO|k
z(w$I|l(OVP%^o8Ndqt507k+)|@L<IDXwOBss>SQM|6!73)qydVIe^(cQ?WUm!z-h_
zwMmz1PqnbeGvPmGbO(`3i>$$kabJ@%CFj1YbZPKmu%$2?qR!zg896nk!uQ7Ip{RpR
zodn(j7slfyR|o3a&jXr9F7=o=uMTIjV;>H*#ee`ik%9pC@%8(^)$msG7+$$jruUqx
zVL|-;gD{dJqo}n6Y*9ML9fwzk+G%WFDjtvhaC`aInx8($RCIdEI&@R(1yd7Y@4C30
zf*em&B;D>q0bazr0+zbqN^VgbF?`HBTN_WT0;VBH5?y9r4CXO-WD&yF`GnNG$}W-f
za6Cu<O^J%IP6tmh%S=HMHyx&>{0UcR-Oc?yUwG)(him#-G`Sbpb!54AaAVg1j4>{{
zZ>>Q<QVxw4V9bLCWyWATJO2}`7#~hPBZB>#7)-<o&h_dzV})XXSTwdO=+>+5N-$at
z>^C}k=go2kWpJpFgV7PFx?7^RK7+Lw3Gi^Fh10c;HZ{-7Xx=@p3S|s*Lw2_@3Z#Oj
z)8h^U2<V~XN3-XK>AM~Jcrf+Lpa-X8Lnq$)%>%$wWt`z13_Wq?O;15?HcC-i-Ua04
z+~!LuGL;ynEaBR)m#HvU1$Dydjc}xyj1a%zSV+WSsQX(d3oqSFcK}5w9H7Ngs<;mp
zzQ^|#!otW@7{d7$W*efKI5o5P=dRgPos7CLnv+RZuX4!&zV{4L%T84x)yDIDesO5|
zO=Q)iz~%hegFE0sY={6iKI5wZuY#Rbd9d5bl;0F}h@f}mR9QiGoFOFo4ANw6>?7CZ
zs@U(8k0&~qdSRsao-NHdVWJ>1oHQkL+8w1U!q;Fid7IJjW`jIo;eA?~nCh4J{JMpV
z-xqL6gtTpNsbUCM{WS%&5=M!wtJzbL?M8Lbtjl0jO=2*uZS5wLhL3noSt>5WUG(U_
zrt_|ddMYZ&!C+nQn0LDA3j<uas?P{=F9K@Fx&V<W94Z5*fldygMKQhr^>;aM^t^i=
zxYN$W%%ooBLo~2JHIesH6W(f}U7af393@5~<jzp(;mlu+k(=sCBbTAa9VkCx<Y(!&
zQn_ZMM~2SziGzkZKUv({EmNL&g$&t>ZN8T-dq(QAB^$-ZjU^tQ(v}qs-SU@EH+`Rp
zb1Jyt;A(b?WYv#ri1U~T5R=VCba1V};R+wX4g#XV&lpe)NF{J${nL|T^_PZQNmcw~
z43R|Jzy5f&J?VFtJ^%s8gx56931G*A{+?E7+k%^a!%_-jlWGo#Kk<^TLmXZBQpL2(
zV)u<|HB|>o5Q1M75j%O&G~bje$vkA-J@;&bxgBQKGc)_SIpN)ZZe|COiG;#lHj|LW
zK9orGtaBEjA@(Skfn`q#?*F+H8D=X5S-_gO$9<tJf`E2ka`p`b#H=D_bL)OE#)uvr
ziQW;KLI-iU05tj@_H@39^|v?Q{#8;P0&JLQKbcYwJ(g1FCJ%Bg(UMr=pG&H)o)ml3
zA}G{`(7RHAtamK@ALoIkF#z8^eor%ZH7qLEupSaa`5%a5h_${R?e=#4?-ZEY^L(iT
z71AAbdvpAaUi(S0nTEDdBUHz!zR7!!=fUU`dvsC-L3LSiNg987ZR=+P>Q`|pSh+$a
zC6+d0>8v7C{LaH=M1xTMVviQHKYCV$I#X6J=MK7u1iv^bbWD4MQ-FY|8Dxaf7alL;
zS(5{T*~K`oI9?F)UYdnSo$g<F$OpYg&)sbE^XP(Fb7TwG8e8jvMde{9S(uH5?h(wU
zR<<%zxV0u<i&uZFY&@GiO-GNuMC(T7Bq=8%`pyk)`w1@rzi8k*P*t4;XQ0Y~Y4lTR
zQCSMNdNz>*3}Dq{auKc28-XgMgLJOsPj*kvKz}q&uA<t5@cE~#;c9i?E|5#g7IuCN
zwhl3Kl1x~a1Wsmy(&GRk$~d;MHdc34{G)b%NdEa7reP6){FejJb0)Be(shiq72=JQ
zJ@5B5%*;+&*iuPg@)%E5Pmo8K<m<wpdQpQR^yPznJB}7YG@!G<uSqW?bw()2?1!w1
zYrSTcY-kNs{T#+0{sVol9T@agv&CwWd?yr5pXTxMNd_cY)Y2lA#IAW;J-CLH5_+|x
zdhhk98YLzE`?SoHjZsgl@6H@NU{{`FY*RX&ef!Z!HJb}l4m{67lEPVVZ_HF?V-%-+
zpDXpjGjYyK{MRdA+-<~Z@~6;cR*ypam#5<2mIvN^J_)UL@g8Dj&9=85uYjdCN0BI3
zWW=#z_2{GfUwjiEYy!-oRWhw@JITn9f0{jXHw#-){|BmXVRN3IK1obkY6`NmaKCf>
z5N*ufka*MI_EczM4yGy*sqOwr@MJsxZP$b<G%dDDr)-|7)_pB&$z7Ox=c}uAP3_Je
ztu&A3)Agc829F#5)M}9T{{HvLYWt5ZY=e|7t+=*_7mG7gu7UjfoJ;fRe}hd%N_1+d
zkaB;z3GlgCX*ukF9ad8O^wn9(c(~$c`}N`b3A~WkIu%?JyGQ`vnigW^B`TI7{`f7&
zt&Jz-91eAT<*GGfW-cA+*0P63|NI}w5AWW10zAP1=HtW%V28_Q_wjL0JFd4~gDxX#
zL9M_1k_P1X_gNkp59hU?@}D9-$WsmY15e(G#qPOHXyMhYehU<Yq*{Q`n=kJD$6NQ$
zNpp|4X@bk&G%9ik#vSfF7p!xY?-;Ow9J%J#!xGo;k0~7`1l2G_&E?yq7lq>n#<i)0
z#qIl(8AksKCOY2z5&TYXEAU5aBJqsFG2_LMQEObj3sv$=T;ndkL-<s#yF8FOdR$(A
z|0-4%RS!!p(-LJ3NUa5QK%9$-<CXCmEny(MMbZmImnlC}6^Q%;7B-|Ew-`)@dV_Gk
zrBGttMRM=pR~Y{7yhS7Qt6Cgm3nv_6>-=ibEpH@@^1N!m&^Vnfq-YY;h`R)tsgy}E
z)f5x?oec;KTRUg|IF#yrP7#CXka&izOvu@35`DlVR>d-a`=t_L#ahT3F$MQA4NuZr
zCXNb+`Cos(`8LoxydsB@m>)r)K>HH_eY9RSulPrQ2f5%Fp@oe*DNq_0cb(I_^^L2@
z+ASYfN}87nC4KG0&;F^aX;S7&G|awq0fFLekNR?+qeFTpDws(lN7!4CguC{%#PRs3
z#(I%#mPvvYBP=h!zfPW;fHmqy8mNLHL}3J3;@4Y5By#X7YY`(5IL}!xvb-o{7b}ay
zAr_T?Ahl!V4RUH}6*}YW5GlDz6A;P_+x}!11$ey>3J7u{Fl}UN<;G0n603`HMe5ls
zY2OkWGH|w2b>Uh4tfj)ugDiU`$RsH5NZfIXHUh!Yux9udCU{h7nas~&c1wxA$R?xQ
zQeW#XtC;pEjFh-}=J*D6_yRIWWp4h9%YYqGCRY_<>9D^%LFsS1IhM0)6`yh!Ap>=y
znE)nFSq{sBs|tR_wb<<0Sc#icvCkdRQeS?<W>oUUr(*cqy$Nj?q4JcDTTn3q!-%Jy
z?yx-7Z?fb!fBtplk^e)0$W+Z91NSKp#<_{m-yTfNJAqY@euMDw$3^i??(c`dtwoZ5
zTJDWjdK!e<LVjm$@l-_HR}ws4E=LO;PSml&K6LQR-^)WH6G8Lhh{2R!B|5TXG=6{4
z$H8T%M%`xzZ82S5&V=GW`_Se1X~;u<6^GCI#KZCNdU^{Dy9kknY)*HHPZdq#ZjKRX
z`j>?E^nS79=<c+P2IB?h#P<W2Y|F^OJe~3-{R;LQ?%7XuwqEal9}KJ!GBlb0QCCvL
zl@I#FI;CT0xzRDK8izO@S!^KPUGk%Sxv#@O{}tbq1{BeO3*4YZREI;*D)+^S*rlTS
zhg(-2QN2;cq9&(M9eVXRkUuE6X91XS34=C2%;?og1xBpJcetK?s^5FK156jeX@#b8
z^k@_<_x%8xh5?BzU<H~2X7zF4?^p$yz9Sk8dRfSf>H27fjz<`EkNm+|mmwqe*(J?y
zZ~taOm*eSQM^eb>_^(uSjizT>H*tk7;s-M@X~-@k`}gIwLhf%ex@02t4Vx~XhS+K3
zp`t*RDtUL{(@p%%5^f;VKa{V-7J_^KM7cf@VyVjGA|=(O{4gLzzFI2)51@Ys(1lU1
zqtU<-<x!)@p?-U>g0i9zvjW}A3O@Vsuq_l3O1HXCvjK9JUZgHP63_0M@&EdojPAP0
zz{BHy>n>AkN<2TQmcR6{x2Y6s{XG$}lDoTWu{tUg_Si{b91q91P%Qbl_Gu90IQU!6
z<CAJ2;6be?rZ7C77c<6(#j0z11xQ>tm7=F{yn@A(_$XWvj!cUaLNg8meb(W~um~;{
zB*xpa19om(fi~23rl<thrCXnsv&BA@Ai|2vUZ8J+B299%jL4Ha3G*TPprRM1V;tmt
z4bW_21IEwpHuH<Bsw&2CayH}nl`2Q+aJ8&AeTHNo#ilU^kKj`KZ{<p;*su1g64$Zl
zR8UWKTa`iJtYdan_VJa&G&RkyQI!Qp1c!36pwEu+%5w6z@mc6cNT(7gsMQ0dr9S`#
zPdez@9>Y{3ZR51ud5GOI++8_?3Elljxkp%@--GJ)$h!U4@y#z;XkaaKoUXUX=HT7R
zJZ(l56IcnVa%JX9y;ar(qgH#TuaJ=E_o;JNz;=E%CvNQVulAht-e;34Rq%#^coowd
zF!y`o52S3&qLwP!+RwAhzxNHJZF`{o+x!)3Iq8@JjFaOfQNB)cmtPod!A#@&oLjAJ
z6jJoJQr}(F^R1%3tZxXs!9l*iJ<Oy#7#;Y0paM^=iXws{>B38h;KgEVP2d<|vDYZW
zci)V0#zZU?ZjfcFvQnAovY?Tys9gE|+L&AxvLDyNkiK~!S2ed-7Gtv0Cn_k9!_-Jb
zPxd+3MALbT6~n=aV*8EI&xwwi227s%Nbb!D4|i2H8|}R!WpN4X@^2rqSolTzvI{#5
zrs=;^-Q9A9*eGf^|Iqqe$Y1h4Xp*~sY&<erl?am)&IG{)TUt*PHA!D>tXpwu6rouD
zUN8;sT-ET7`eqY5vspJX((`SCI+=k8+mVJwetGyMwrTR~_Fp4rT}7XQ<akD>y12PK
zT#w6+i*EM7vbX+2D-)~cJj@Sh31!@89!>8GGN}GElZeD7a!q@VPW^qjt;KMaU0Q<O
zoJBQ=;e~2UF3ak9lSB5vQ*{fMqkga9G{JuZ{u#O{S*(s<Z1-!I=09Od1`GB6;$(ny
zkF|}AKbwnK6X<pMkC?t2<Y2PqIljD{HN%PCB)&%eMhPZ4>&!I1aaB>oxt;%U@5pr;
zucRQ0|0_g+B<AAkmw%}&8LLym(@u`8F~#v+Q2XNu4KRR0s@he=K*4uDfBJzwTocjM
zYqkf}UY&NULj1NmDDYDR0G0nE3}@ph?}Z87UPcipHKe>?L!YI3@VR=A>id<`^EM=o
zR{{2ItLedV>e#+jO?;(r2~MhlEQ*+^{+Fw&y$$*K5KsbqQ_*|T)y@9_cU1JKjq_#~
z2O+^P_>oOI4j+y}#D`#q5PbX~psvLU_2{6eF*;O=hYKCo@#IM<G;>+7Zx1eKbRsK7
zB2P=yfrT_Z%b28x`WirGj4_b>o2Nd14l*~xpI3!>?|Q4be{3JQJ%#t3e)=DJc6t0C
zh(67qZcT!O7YB#y>LV=<R)|-~xRPCcXV2gO#&Pnuorn!oOORJMWz8sM=xwI%+u#3z
zZ0fVDR+6TPl~tC-A%!(S91Yoa1t7Aw!@i#8q$C*{6I)v36$i#_=3hgHZSD1ZUlPmN
zF^4_q4L_J0E>SLMa5`)5nhN>%v8lBT9@d$2wMqRtak>a<u0?6iFGj!fax%dV-K;w$
zzq`cLR%mTQ>ge4&2R(R(ne)8lCI`y?|0qy0j1JTv`tM@%$fBn8CNo|L<@8TB%9X3(
z!2V`4S?(cpkWzDfp2RYWz0>*G5hB@i@88Ffr@1$iLf~Iem9>MQ3i6S$m%2Cv!H=1*
zcGhScoHdnk`BW5@@l^GJFs`2<8H_g(yy*Vh<R(N&sMlg`TGByY&3@kLy1Oqekm&Sp
zQbBBNcvKyX-5F7(8E8WSFtzKO5XPVEW7nS>(s+wc1U~7r3fW@GqU}!)iSWG<bM_+l
zdskiM9>G9g50d(ABJNT#$JtPP@Zk34A&saTeNX6Ky0#tz6V$LL=;9juOyTqOo2~5h
z1&X%S+H1NgeGzVyHZ7hS)PAw!u;l&V_eCNemZ4JI!Us$KA3r3l0c`N4LsZIvz1RdB
z=I^!I_ydE+V8AE&xc~M&8HOeHRao*NDN>2WXA||IZ$^H2Enkb}?^Ct*B!f=+l|C*W
z0Gl$FMQ1zbuEvAGwKQ1MYX4vSk4TI$^CR~_q$hg&&pGAe>hn1QSyG0<y7D<j#zOpe
zVXT&^e}(S?Z%Xa^aL=lNKqcI&JC_C(kJ!I|x?+-l(jRqjOW-dRqqqc@=)+dKV~Wtn
zx~6Mrx=Eo}XcrNA)La8Uy+s&>>a50Eo=WIWgppctE2L)*?W^PhlclG&YB9xVt^L(s
zUhSzC=^;}*jV!%Adc^?eqYFRwA|OB#zdXF?%`?Md2oylJ9-ZNmjM2RQ2W0+&)V&`C
z1U;pRy*zI&5|C`!7Mk+EjP*#rWX)H+T*_l_uyayOrG9EfKRDXqN^cS3#QQ1QTX5EC
z(vUEk#_v5ntzMP(Mg@s~_KljiGK(7qU7Dz!)%ZyM)#D5PitQQAij?cwhPuL@zciu-
z_}G>$e)^@~C)n7D*;QnOY43kynk)(bK#|-34rE7aP}SpVs2+TPSE^~f=XyVQob7x{
zJ!{yV5L@M?)U@tn+wi?={Gi>u)6~b*5!q;UM0Z2!(K9hoh}isXW__ud0V#HlIHNr#
zWYV$-2~`nN-;?9ZIOP6}SER~X6|ei?do^aK(Hrn8RgP*skI4C*!Mow>04)2%OhJ2g
zdh6Yl3Bc4}|Ks@HOttw1Z{kiEW5D10yT2LhD3|$L+}_7OTbiHfct75x$H7gKrt?u1
zM3|(z3_+9x+vqxezUv=_!GkuXpY@}-Aa;ds1qDdTj%peg7224%`HLSm)}-p<_*5Hp
zS(tNlY%|sKqK9C|o{jQN`=nxqN-27zEeFO+d~bc!jo~Hu{3<+4>+dl<roONLJ~|T4
zk!ETH?&O|(Jb&1mq%RKB<nK$h*R}~Lmilm5J}S)F#D&VYBEbW5SWclse~by53apCg
zmWg>u)-q3vyvUNc-`e6Y6qff=mk=Nc@BIfNB%=6Udb@d|ZFU-nLA6^*!;+N1?GmCP
z7hf@*&71k8%8pWm*5}WAh_zIsU7-XzaW&1g+S{BQ4sVkFV6kPqiP8AY#5=)Gc=6TU
za3i`hx6zlNLUfw2i5l%Hxt}RjG&WzKUU8pK+?j9C8+t;+RYbKKFY&@Sw~W}>CQUZA
zq@{9i?xIj9u>GIimm!hu<O%N6qCbf|IWmVr-G4!#^~B)eqS%9xPGFJC$A<QlML2r;
zA1I>`qN{E)W9nnwPB)Emb$@-)+1eIfO4?eWZLqmBhjbjSrtCQ~bQdV~o304NNdW@Q
zFV*Vs>U))5&ISj42aYEhFyhwl-yzag&6ibZSGXJtz+WgTqOWOM&H>x;$h6WIKi5}N
zrD)dm<%!a&+tOD<Ue^J%?>qCsOxETXY6m=SriTtHV9IwlG~F211hPm>eUI(*bjGwO
z#7ON7c`v4Aa#PUrO9J7g37bwyZ`ZF8y9jc)K?}+ML)BY`HTnK=!=t-fi2(x{CEeYl
z86X`3qq~s~X^Anqn*q{D3P_iLfFOvZfOJU;{+{{2@B78`V#oGk$FAeru6?ib{G>1#
zS((?R4@-kqWMPW=zUQ8VbV3by@v!;737V($SLk*cTMvAQcH3Cy;BcwfryEt|xY!P|
z+}A$-BvzC`r2zXpp<|3_o8VPIMd@h3E2-@9fd!4ZppG}gr!E{|m!F!MGRC>=j<Av>
zMkI5h0o{D5*N2P!pEKr}ZzoMFKPyC~HQT^(ndMTHWJOaJwi@`9wN0hesto1P1P(FS
z&36G9JlyE))Lsafei}gf+wh(|rdIFpp9d~UOWeNh(a<M_t-B2(!_BvT<gK%%Tx|pR
znIO(B3KN#WO-*}lv@XayT3uaCkFfs9rBqcgxw9Q<33X<5?^{3xH_f6TznASkgVnGU
z5UG)Cgu=#c1z^vh@@kJ71{t3E0p$1CG|gEuu0H#fk<nMWd(PNte(k;cqcmu`o~qrH
zC5p0D*S~rt{nw~j6^N7NJ6|>@B44`U%FZsUjW^*rbw0GNtNJ%*g}i5D$CgT#<p5&%
z&!eNl$I65H4^x6d8jsbYo~QZ9l1zfwSUo~0&-m=5qq8lxIM98Q5YA(to;<c_tc6ep
zBKaV3v(k$jwx3c@fgK~gWfK~bku~n`OBXkOpk^>Z0_i`f(GYb@CHub*QoJT56wzfp
zADBvf7KvgRQLSqH9QH4)tg6S#$pO<TTg6^mi)?}i)PP^BE8`2=DKdS!dzY)Y;Em)6
zhTE+lpY*^@US8*2f4u^MQAkiOYC%O?i17&k8c;%s<a*qWmXn1*M2cB`e?R&~wF!5@
zb<mb4*l8pDF7GYrFezzpfw)B|TTm2!O#<4Kl2X*jW<n`X&q}_BjDrWRK&<`!-{7#2
zP4!k~N&^UeQp8#tpMFq#Lh^elffiUaG3@=G?HrQ>As1o&O|({$%_4>KuX8%cFqm4h
zMK6innM}2y$3e~DAy=C~vr;|7caH%J$m7hMz+<m*XgW>sC;1K63R_4oNnGuV%m!^%
zK}IA#9AEc0vZC}@a|KpqVkoSx7(ub2jwfAZ`Sw8Yxjx>v&n=U@!CX7Ph>De`y<8$k
zKDHee?)@nL^|yP+n2ydOwWZVlD=JFS0MJTebU;FkHt<lw_z8PBF+WRW(XOv$({k<$
zuQ}4{co!>%#dN9$Gm3n7t+g3M4rTI}4n8qT<qWO-^XkUqIEgTyZ%d4ORa<O(w^ARP
z4vC#cIKpP+Oe>KTE`$~SE|3%SNZ4DB7c=Ivqk@A!>-chtzOXwd&lSyBBqG%7C+NB@
zf1<g2-MA0`2dMH&b+nwnU}N^9*GjI#8=~Q(`usO~AglXL*o^bIUWUw@s)hk9PN;bR
zImJ1ZTeOCKKTW$9&ta#z<VsAR@v)t5B@|eAD3roVI+5C_RWbM=lO_EvYku%-h;#9E
zZQxuv730kFc1Aj_FXf5XH{x;7&uQIGT0($|C@7BKu`5=agmEE+<_d@A9CBjMBcRA#
zr}QJCnOK5A{P{21H+d;7dCjk1@zVb|sq=1q?ssczlf%Fh(#`?mXyzUqJ(*79l@dwm
zX#MccqEJ_OWFYJ=gZ>2v!yej#;rO=a^za8I3LELHjHw>Y<<IMEn+NbKgoX&H3G4gZ
z`J7Km$?&<!Jffr`O)=U9An}I&I`BbqcnwF`IY$o&#$w-Mew%l5SIBLys_6Bibz(w&
zkG-II+BL%^N_n*5cqhH>jpf7%+lyG7MW>vk$O5kp&*WvJQP;6H__L4{ecQ_R-1f^R
zORi$gHmZthZ!{Z%kiRl2!iU+}MwmD~Op_PuV*S|K2xOuFs%QvJwpx~{!mp1xMl;O-
zANNco#;mH)&4XYpaA*hlifAnm6yd6TEOaU*NQ%D6`TB>pyc6|Q%%}11k>lEtUP>ik
zPVxNi_o*zx=aQB}lm>Ohx)YrQlFsNUKN;U_Sd13T8{$ve_q1|ke~tJ#ruFnae)T*I
z?Y5mW2ti5Sf@Uu&OWh1w|4FocH|@jM#`)DJhUiP+bTkJ4aKe@k{M*15Q$oX}o4dC)
zx+@C=qnBV08Moz*NRBZUw_hX)modM7_hpDS3<rSY&sv`KdcVSFc(bNTp=w%PH>PyL
zGy)Ic7Tlq>PmgyTp8Qm6P-ca<MUWj^>878ujSgd{&C<mecm=C<GljeBYk))N(DU{r
zs0BUd$|iGauU8aFw6D3o2Ey3226(*y8Kk4{_9^)0dqyc<FV>hq5L2~1>_X(X1SGWp
z5pvK<xhNUIOeU>&tPT0-@$qbMx+g}{-BpUP1tje@bzA>dC2HU~DbB|M>eTvP{u|;U
zgIx9Pb@mZ{r@9(ME~1k=H_(p{QIbh#@lmNZVUjKpj*Ns(fKMYIEwfOq6iwmHT`kn<
zgN6xU69vxN3(nP*Iyv=`5xHE@`$hPx1T~voG|U$-4c{LGv`X@|&%93_4YfuaoO3aj
zWk2=jti<`m9#;8cyw|Qv@LOngB8jaE6A977dUvVcF>_fGr-%|pKxFW4_}*!^(t%;!
z$<JDY)u?X7l%@G-p`bl<GN%a-oGVN@_&Tc!st`Fz+D2u=UC6y5Yo%p-Ec+efCgef}
zOIdZaZ~VNrfn5kOs=`0C=v^^24BM(LHq&Qs$dW61VbfZH4EOz0$sn}4JDIPI6ku1+
z5O%!#lc;MWrp;>j)&?PL?9Zw!0~59&f=L~k);cGsbL6s=DgD;S=XIvUHSda7pO>Fb
z!wlW}mEX~W(@~hV68Mz<ZpiR`+)xL>yMYhoDlc*LN&XP1ydbnZTpUpm&IB(864ox`
z@a0Ed;kf+~ZIcx5XzmQLz<*Z_MZQ<0=swenchftfcQX7z=w+Lfw<mPQ_kkYUg^7Rv
z{e4&&PN;`{e`5g;o2o9ioak?Q4=<Wj9SbS3<kW88i>=)W)E$fT`HWX^j*_<&SNu^^
zbCzjO&?{`sZ8bpp9i`-iNGo~qt-F#Vc^t9T&{affVWXSGQ^5DDs2+>pA~Hwxogc%y
zA=k&Gy#xtroTv@4QJP>~_ggAs8XBcdf?o<N6K*(+BVz9T#OnM0;ei#9)30iD(KM`W
ziuUsMplmr1nt<3L6u;n5bd6^J!((c<xINW~@SUe-?#AV+&S00mMm;b+hfRro1_Nfy
zT+aebPK~@{kglCyR*Dc<y2XGndGy3LeUS{r=^JX~(HVajv(p;v433B0d@~>3y1t@R
z->r$r$Lw>qsbh=RaRDX3v}}BEw~QO`;x`w(jnr76J@bcYl-*7pKv-^Oq^KPSn;b!f
z5)OuIDn@Y}mA;Oims8UD&HhF;RecmIpC^-5y{3sRbT{8^q|c2A;#DqO$`9tY+Q8I_
z0@8dtoAqG7J8~KRM21=r{Qn<hST{UJU%%ZcMY2oKf6*jEpT_G6{%%Zga<plUnX^w(
z9R*HAYK>=i9{f%K5ruT$1#fY7`Ev&iN0O_J8`CGR21Q;d{mf?KpJXSG8XKMaMau2V
zs_|*rQtF@F(eVEsOevCoP)@4l?q{NRU3$Fj_z=_;!22d^-;LxY^{!(Yg(tx6_U`O=
za%IHj>7i69`DGm{T&fL~87QwNk!l&Ea^%yAzJ`_*8uQ&ieKN=@`>1-9tHMs1`g7&X
zW8VI9GIIlU<W_j$!y=0TN>ZAXpM)n%J1_qss0@YY)B=CK#^m>y-TdPhH$sge^FV@X
zU9^t+VITS<u<YO4l|otQX?i~N^_GB$0%9_30ImHNE03jf$}pIVV4>;X#=d5?|APo|
zfCzHRzSf2k478R!JOn>>kBBgl9l1%Z6R?^gn-^BX`&I&n4Yil{h}y49ljO1Ffl1Gq
z{1cIE1>d)te5yrdyk3Vgm#HH#&>_F%q{b{%cj?P9wm2UlHZYyPs`GJvpXCj{MwVo<
zfdUY6c!HEM&gQMOAc716R%1J|pE$97SGC&{)w$wMN)?(p?P&-N1@)yea{ww?n(cUP
zEZL`?E7JKz%;({~XHKDC6HVASi~7!eKj)w+RUn$}94sca6;5WF9`U2`G@z3#uchw~
z#jB>D(dZJV+o)4y@@kd8HZy_5jSExhS59OJaq8lmc4)SRv1QZ%WIo!G)j(ns3PV2j
zIlLs?&Y|IFEo{4*-|u39CuYSOr)#m1vy}km=SMWreRz}?+c`vF97v_E7kOUXE+j*w
zSekRl0Yb$5iVp%S0Zd3L?8p6%n~I)*YWsfS3Ni$(by6Zl9@>fr6C&-i9f&Cn%gH<g
zl}30p40d@ma@whQT=bv_2q=^5f&&$f*2Q+4gsruv<9ll#B0%r{b`v)4y-R@Del#>o
zpqfMwQISXL*n&OyUqfJc3jl3T^QZ{&SOARMph23wp(<U)jr+ds>e&&Z<t^!bB1FR;
zB0FgAxH-yfk>eaB-OCdg0axsgUJLZ~P~Zii0|0i-G^P-ihezyUyPsVR45QaA=&)so
zvW;j#>e`}<joj1Z3U68ge6n8s$3`w>q$wm6ubKjebQ#ZFFpQbZdsU8Lqg&&K)BCII
z5f6*ANI1L@>`6oW(G}>566;~EnXF;h%e2LF<8U!ry+nYigdR%=Qf&2U`enUO5@&F$
zYM3q|wH0|-(RA}P-e?N~=1rXVte!-XTY=exHs4$t{5Y$|)$`9NXGP2ar)?Gf@G*fl
z5J5{4?JK(B&KXMGTw&*YX0*N&Xu61r_JKTWJA(UptErqDZks>*^RZ4hQ;HW9Y2A1U
zkAeWfpPD#a@QQK?g6>>3@KkM=>axe**C+RXzWy!mznq3;w;o$4RYa+~ZWTBxUbVhE
z*_j($%<>lU|MAyUHQ3Nv3|kmvprKg_wni-KHJH8{gO)`=%Sg`a$ulY3%A;-Q3F0TA
znQ=(rmj3|cY~ae-u16qQx{?p4nj~6<THw-HvE`kC&<+QyfZ)gOrQuZ?tE@HIjNwr&
zEe1o-0((P|ANR6sPcaX43ddUzaPXmY*apsvHpl38_S<F(&xw9)__ANOidy~!*SCY+
z5BY9au`U?Iy1Il6M7@1;2v=i(S!uZB#_napxOmpjY2SU6IE7}CzUXytZ<$GduB;fC
zcT#A!59=(Q<~G_liXgpQy#Hn03AUlP%&!nq1^F(=LiZq_vm5*7Z<kSwauSgQ9Fn9z
z!V#p{g|;Z=5pS;{Fo}}G^)Hz*`<6JV9u-u+FO~<B(xO^2rYw3oB-~hlG33MkJ;_V2
z*iTrJr@#EZoW{g-=Z`#=?cyCi&qVo4dr1{8ZPjkCOA!%Fo*0r(Qg4FGh^r5(5mFI;
zWONjPTygIlHf5w?|MMsR)>+tbET?hXtiYZCPKe439pCPI*`Uw@_?#~z8fyAdzYt+T
z1#I#5{+q&vsFq=J9+cL+lI`8wk1mwS@lg2kGk5Vf*K;lH3${gZso}z?P|f9oBLvkK
zOk?&L4eZdT;9?g`uInfy+Pv_y^CLq;>3nY-nQ)R<>vQs0iFj==39Az&0TVDPl&+~K
z&EvHViDc4mzRvo&VBr{K!rU*Fdg%9j7wcP0d2^A~iERP$7kk2+JsE(Pk=E5k6mid;
z-iWi~7T__{vJ*!f7jTiNO|Rq%!If8MUD}J)Sdj+*0mSv6I>M)oPDNqiUs7hmNsq&y
zWQn_7s8E7W{+CZ@b^if|wXT1!ZH|U<{Rfb+vHG)Ng6h%Ar6v1rwB6`rO5*rOQRF{B
zzyAlTi|fbt4EKk1nNlB_EVbOWP1-Qri$pO3bAX+q=r0AtZ&SlLCb$V3)aEDVZ)Kkc
z1((rhokpSk40%)3^Jv`k=P`6GS&gWI5(AZ_?m*onJr>zMk%Fbn&G@8p99H6tDuT#v
z0$FsYs#=IE#)q3XVmQtKcCVwFdC|4*b_blrX9Lv|97KGq!)TsZb|vFLMYiG0`#Y1|
z0JLwC&e(lhSisq_akANW$I?kT=V2V6SxW}7I_||>M8|2BGk&Is37uOZj`SkNBs0R`
zOV{?aU`P5BGaKei8oqtgBa}W9TzsJc;`)o!>q}oka%J*UzzXWJ+IaA(!KMcI211=Y
z)6S3Oo#(6fV(o-ox$s~U70r7Pme43iPG-`IoIRTSxPFxKjOe?CUI`hRzJBNFg<b;9
zrz{JRGJ<Na@aMAG2TN4X3tWiALVZ`jIL)A1h0NYE3+90?t$7U`=7D#{sIZgWqZwYp
zh`@R~<wWulR}AOR;g#J|mOv1?+B!R%Zi_d+cyy@UdPwkfH|oC3f#XRqeK7N5=SNXD
z>SColBUh4ZTlY(Dxu;?f?~f}$nM4fV3rZ2XEUA{DAOivr38OfZ9ZKzrhhb$J=Bc0E
z3695PAk<UpP&jkL%3)H#i~#6eK8Z?8({kJdTo)T@qA-S#O|{RJz4Bz8Wdj$c^D-yO
z!j8H)QUjpUl>4e(FQmAS>Ao5{wjJ>`pSHrQ3fO|tkB$Qe52GF$jfj)|Gf$kCB((dG
z&D{AxDl^?&<w%1ryb}VGF-H^eIAG>oPvkh#)0Ko+!APVCf`+yKiW~gZrDc(=q6aOL
zS=)8*i^WAn(bm;l>!FLjkAW&l^<dA3)vq!7`dT$6*65__9#wv%<mo*%kzG82yOfVK
ziPLC)q3>v?u?=gqEK~1b0lX?l7#eW5DTj*`tT^>!r{u}E6=`e>3+(1?M{8W-PzrCf
zEXp+6-Bqzl2Zn7y^$cZpLl#^#d^3Y-$Xq>Lf@bezS8qFPPtAw?DlO&j$4|`BCae()
zKTgb3ies8goy6<dv{0lZB{HL$(@+9k5zfZSZlfU*ltk@X(JTAl0T_hwkUOYlRrIKr
zroF0+ZGyrJVzP<txnb7k075_5D>gF}H55`;C}q!yXSxFT56~UcLN44Qhc+vkO!GA=
z=hsO0CCf4+qy6*NT+roI9s8pl;DduKg?mr7Z2iuCExrna0s>&xUaM=G+2=k2z^rqb
zHoW1!7_RerbRZ2|@AlTM#x{V1G$wE5HJh?EOixW$RqAng!amB7QlrYS#hM(S1s>L#
zL!x}A_Ln~?*3@K@Ti!Z+L<z|GABs>2DcmHrkvai_Ay5$kU|#$4zHyX`@c7}8<r7fy
z$4Lo>TiYsr&zIplQXl$q)+uc;cMz>J8u89@Bf=7w?MF_eZSdzkp_Kn2R<`wL)uwVv
zq;iTbSkivSN@SjK#3#FG^5434D@*EnR}yw>E6BK2*8V;lKm$of{`lyE<<xeN7r{74
zk7)g?RsPqLO*|kxyPF3qVJ4sO<6(uEgG>Kze_W6KYoI7^)|@xWp`Sg~e{%beeoO;J
z{JZ42OjTP?+RLXO{|#^xGN3p{fiW;EfHC#p!xM7^S_Kusz~uhQvUh|0^!)>w=d(eS
zI1#Sx07C7ZpwF}hQGYV7_MR$xH@eVTltlb`|7e4BEi(H4!{cMg_{+v!%nc8jzCX8|
zF;Voz3mZrEPzHpc8$dy2cIRmCT(6gKI$eamSNI-;ibn-J*RVLTmm0E~brCdW)J3Vt
z*lz`uD6x6!JkIV8etp8o!=1T#hi#$rX1`Z>RMuaue0Yyz0?4AJ5NTRz5yei*1f1jO
z(vE2*TfMAiDa9?wEOmsE>sBDrpzgT3&6i$VjE=_>m}WzT8xv1|pN(;Cow6f8jaL<A
z=*88?DP{;1PzhuLf5~Gap`R0o;duP-rVHLrz2t~L8WZFsOu!bi6u4q!Vw?8*OPOu9
zy7c;&X6>LsJ1_udKq_R7;!BKd01AuR?iYcFE0@*!GX}Zys9In=0)<F?d`#!Ryr=Rw
zGm<xnEk#wPoFFaD6^b|~9=V=scx;WXJydHbj;wA>%sZ790kQgVgcf87)@WJ=EsEi1
znVzf@Z;qH=a(gGy?=WNTyY2~`zVg9n5MEGRHaCLE(*?f8dPQR>0B<o-n1d*c?0(LI
zObM9gNEl#*J91FgU}4Z&cY5{OV?K{&jW?ZfrI6yOAeBqGqYI||gsKgX@)eyRl|z$2
zrLI@uP*kH;oG%|Mp#WS1)DQfRYQQ7h56>>evKD4pzi;np$i@@|h82dZpq4kqaR;YS
zq1qsqEc5Owu%2B-F**U0RfU?oH*s`WSnuj{EWw_1xL<N4^<fBk3(djo@4zNSnowCQ
zvq!f;U`f}QmG%ESkeayi9ct>LY;wQ2VzoQAc4hQWx67U(KD-atG=IZFP49$c47hF+
zlNI&xAgL!C@*lGBYlFRJ@YY9Nw0fw?jzXU)5S;*V2{dp2CSt!f$_P7CkNx2NJb?FX
z|I432C-xtcMxyXS^S*EVe)oh!w0%9Hu)umckNcv%hM5?<R{gp7hZJ&>o5Jy*9D`y3
zc<Px6%TG6z_}ZpHwwxO1YA7bpU5<qRwWz)4HVBrx`SLb!aH5Nb@3{+Hb3=@em&Ka4
zjh9M8(a?lXy*ynaWRy5p4f@UTP!|nMysQWCPH~F!wDeft5pMBZwN70pZSzmi3xJpp
z<U({^!uZ1YYEyWQ$-Bg)>GQ;uU=#w$Cw~v2=!)W)b%K{JMS><4Cg!8HAuH295$)Yj
z$h3FmAe27a8vDF!_e7TYM9z5jahZS6IzVlFtU%!yOgn~ie$O%Zix_OgE#S<KWaBah
z)5YAkOgwuIL9n6fl}7pa8rUtg?1Al-LWi37O6maem^>%DRt^clSoL^(ar!1OMkB1!
zBr)EbAgMK*SGdWx!fsw$Gj9YAzuGO$seY<x73J3h2~=UlVjq$(YMjhV1FciIT8-Z?
zW#<WdUT@UB75VC7t{flP&kHgs$&E0QUYS;_YzLz&DytaS`aa+78PrNWdtD8c1MEqT
z2GAz*GK^NU1ZmE8H7NB~X6BV7@WSa7j=ZwAQabq887IXWjEK%}sG>D=v+^V$9QxGQ
zuT`89S@Wu>sHg%G&dAFksnoW99Ae7q;dnuu60I5qZwrO3U%EZS9-}q{Sus;AukpC$
zr_FR&`zLmGPs*E}Z1`sE7?ziKfx{Z$1s7C|L7PlPK$?JMN9-y|g)#d{l;%2Kr|8sS
zhrAcpAr4`%e5MeybQ4>2cTOD7@4o1R^-dCUeM5CQ^WlsDZ`{y&;ieBoZ^ot=8MeDx
z5~;qEqFlLT3<06vhy7BO&Wo8e@#PGT0$dGe%kTYw&S#89A9}dWdJo;AbAWcC*|S+n
z8I3LjCr&>$ST4@@fA|b5+z!g@8~JG{%{2{sFCD8|5EWjxc@^ly*cl=r**pyJ6l;O%
zZXtWAHOhAkp9^>1-}$7l)oZ9%9r7wf<Af$WesIh0@vIMnm*UaQ`BVsGW};FJLG6uG
zMyWE5aU;jK@E?DVPQS%}P~Zu}$vZ|Iei;_RabJI+2%PO(>+-s4r250pc|w?H;|g(d
zm2;g@G)5mLc4sI@rJWt`g%mB^a$>@9yuS+;u6}m#|87+SKY%Sw=9G|j@T&S2H2SXr
z2v*mzc9OhET30y_ZH3g7Mrt@Jqg016s@~Z)Iqv#fxwveuFTL{O!4$E-$IBhZ+m>uG
z?R=lA-UF!;%piL<MlmIP@zD78&~f_GE(=c=SZ#9}L`wf*scZgu#Nt+nbo7!9ZN>0B
zbOBW(_}MhlL=S|ijtD+7eV5JyM5?oaF*{R@{#b7Q2e=cJH<X4}>Q~vwt1q_2#H1a9
zvP3cajL>H^th8>V|44kknHXvLSbb4R|NC4OfBCJa2!TYguq>HvTgFoEnlhATEkEvc
z28@o@w}m?4Ya^6WS%NUYt#p-;;)eQ#^9lZ577j7({zEl}8JX^XfZV}3x@TXDQQm$6
zu)dr6nG;MD1KIMy&sprj*HNFO(IC(5x+KweB<XOm?V(#MjyhhL-b{^jzujlHb$>-R
zQTn}R>5i4702d!41yVC_jU>j|PAen9hO$=Oe!OvXG4sW#W6mZkK3I^F;41>G4_>$~
ze;b;sYb_SaOChhwo>!E~l4oi+p^gr#z$^vhqH(B02P({WiRy@Vw`9mO<>MAG7cd)H
z*fi8h0qWiWL=vhkHi8_3jTwygwmjR0X|9(w#zso{olbRG`4HI1#7H3I0HRI`Cx`A0
z)Tex==}rV-BBC!<or0a(gCT8LT&={bMU7~!P0N*P+3xM{F^-mMw}?WW^S?44k3WC!
z(cyZM9kUW>WWbx9<+06gNGN_10TH}*YEz08!7$6JIDIPm^E^9&PH+$eRL{!IAW|`L
zQh=q7mNl)o4n+8Ovad3^qH?`oHs7vf5Y`&Cr8?0Psk~GL3;qWv;j5i=?q02ZOIc<p
z)vRp@CNOQN)Xs}Y!_(u9WI_x3F5B*t%+;K1wL;Uh1_PH@YgzD$r*3h{l?*BTWH*T6
z?Gn#4GJabp@yn@-8G6ZUXo{>7DBqrWIqG+p#UuE9gsax8*S*xq!jdP^fcJy%2<EL)
z-w$=o1T|iLUUe9dqd!!R_I5+XDoWJpkCP5j#~+^$UJS)6w6QIHG_cKY*bBpYUc@f7
z2DPk2S|<YEDtk>8b2KL}Q<ffFR{lJzv?yG8WRUV_&-Ih|R{JxQArt4TWNECkcojP%
z^FZ7o&F}P+fSb=x#hlI~Ot`_)bqzxxghsZB3Mc1bA{*y*#y%cy`FKQ3%1oB;HAhS(
z*itw1aqp)5ChZSrXn7{@E9t@3^9G@ugo%t1TDzT?okd)VWdXS6Zyo%yQI16WscZpl
zR*0TJo=H(2)xxwumFB%h@`cdkh^E1PZfix9@1jM6nm3vRx^_Ne#V8lto~|VuZbO-=
zk&{WO34t^#%uhl>Iv`!o4wzp1yPSI-$Jt`h>%c^+okUa?OO_r!mg~5@5@y^Ks2?zP
z{u1PCShoMnP=2juS-><z*7-r>yQF7d*3#hdv^_cU;VxivrSpr+Lhf2{c(5+uhN*s@
z0V`N1Iq+FsjQu21879LMVdI=v|AM-T0CAAjUZHO^Uyn2}9Kq9E;Ls}65hi$Jn)_6+
z#TDZn8Wz^2suwJE^WMs!HjHE&zw4_2`m!jYq0-2-!HBxTm~~|xzrms!r$7}obUuT}
zS-*y>lbzJQ0EvdL{wld)gcB`3xcSH@toigu!Kj<)7i8;)@5sf~9NLZHFV%-gThB(H
zSSHFPO_B0w4X*am_inG?v;*g#_WqcW#KKf;Jmo(R+TeVxy7iEGXCM2ps<dYclE@V}
zS(fMh!E1<i%#0*_`F>@z*fOMW<^vxakbh&BCS|fS=6@?Lax{rI*GGZfdUbb1kN*KU
zSYmj*mvZA#GICPgHh3l|3Ky6Z%Y3}t>%%RZRF&&gIa-N-7*a}*Cugvh#nh|tCqqty
zh+J)%e>omAa`F54?*uT8hvi4}Ve0lTK-#JJQyEKni$<Qd9PvLq^q5}DJT&5UTdu5h
za2GNETBrlLLAN1kt}|%O-!2#NlZH?~JrUoSFNMG&)@Umu82`ZuG35_2#y0)k&0aZI
zGR%0;+6;(Is6-;mi(V{f<+IqhQh}90QS!`k&Ug;kqeJyRwc4DO_3B{$1M({U_jn4m
zm`xqlX;cCxknt){d-bW0k+uXWwngErV~G>jmM?AHPe8_I#mU}BY3Zdb$J6^35-zh_
zG<a&?HxA01j_w4Cs!VFPR@-J3KAAf0y~iX)6Nk-WM$}bcY658f12__;V%1dCmggW*
zHdeK~LOp(b2=EtF4F)=-ghN$g&VaL1dQyh;^DO5tG}|%&09L8%FD$rDYPvWYGSOjg
ztQHg|4Mb#&qDISbvsiUi5la70*YLk*J#|+3{omKW-)4&fAI<I+)%<^jgp{d;`F|6>
zxvsDr1r85HI!ayh*~+53CjhgXUsj9t)WB7;T#8(Y%b~Jj<<I*Qf<v~qaD2L6{IGfW
zc2c2M7*GL|;s&aT&zQ$pP`w=@J3D9Wx*z7io;y4ifBa~=cf-Wx5loEA0n#MLjRcO7
zOq`L?0TN!*pKKA%<FZslxdJE_Q5*#OG*9Tmzz0wi56&!absVK0CaLnjm9ggTv(VT_
zckV=ach#|(b((qJxEHUiF+|Fj9;bP^;iC^8bkDZkri8RnakNa*o4?q-8Ob=}qp*H2
zSj|@RQ(zia5f+{KJEqCge9!5OXZ*;2ub3$Ry5wNreqs8~!<m$POxHMa`aXL4^0EyU
zDM*9Lp^zwEIPmZ#d$+g$GDUG{Dsso0*`>)Xf$d>^1C_Uj9bTZQX`Fx)8|t^N#+)C(
zXw^7mOGX5RblxiDyi-)_#7(~qxGF}qE&!<yst=ii@Yvq_JOuy6nD~yVM=eDLGhGet
zvnKXZFg6yC%IPJzUgmYikKhi^PF4f{vZPdx|B=vS`|+Oteh6L8X8BHRcUfm1U&BTa
z&W&~UlV{tI+MTC*|MGFWgu+wQt$lg+@)z?8dO`E$bz`d9x7T+T?yP(o<!Q(Y#>=*>
zh^@&b?@};H7Xv1>$}|9NLDrRUKUTvSktQ!fGHsS|68KY0m3W)Blps@E511`X5t+@F
z^cUTDT7)?b_wNGkzL*2<f<Budm-p9MLZ#*$wJd!^)RLff$-X%52ZcfLiZnzeE*n@K
zI<96{34RX1Hi-SvM<e!G{?GTv_hCVoCT2P*mfvB5(x{$#c;_kA5GCy!rNN^0X4(4(
zw@YJLyVQY*?UB}Io4TA;1H*|jIfIFKL|WOAiDui%1YM?s12;h$UMKaUO@V&g)&g~c
zx|ZGVZbGC6Lz-bf<=nIHG4}dVaHwtFg{DmpRbHjRG`giNyvQs;?Kx)Ub(bHF-de8#
zU*Bodbc)3J!c;$-&0d?_4QyvQgx4X-3sC`vHZ4AF88HRr9KhiLSxLMu7KtsOEa{(P
zXtnQa-{-D=oi)EtIpd3^5m8WN!|UHt!?2<qIgd6TUyA)H<3e!gb52L%9=5(~xJEAC
z>DJisc1vPtbsF%cE0p9a5!3R)JNPliL|4o*=+lQ+ZBD0qHE0qf(xpfZ;%ci`{6Mr4
zGCo6}gr=$0_$ahR+#IZN`pq(27UCvc=?!5*h9?wED~2x*TqB#LOM7&eQEi-IhFHHm
z3a?I8K_#9rO`au)E4NG)nb#L98=5EzeJ-yp)cp7r3`2u>s@uOffB!-u6CEz%xOeA4
zzo@R3nJ}THuCrAP!t)uD?55So9fwVXUh^-X&!M5I>=$#Le3;!Kl@ouP5!j{)C)T@B
z2}g4?3e?{=CLvQ-N=T^6VZhWktOOSrm~(MbGYQCbSJt#P=><DB>o|0VszJ|lr^<7T
zZ}b!Q7HXdJnFO`e|AgBcH+7PI-Apql$DNCkXOO4CsYy|lA2FU`9H;nu&A}&7J6Qz-
z#Ny^`JJSLH_>=Uv1lbJ-Oz;q5%UO6+%`!>7xK_1JQGvJVwCdZ7dhQH86(k%0GMFz~
z*VgM!Bsby+zcc{K#KgXkbKQ!LQmJ-fxDL-84hW+ez4J42;6>t>)j$(<9DNq-xe@7N
z=ukL>Q;@BMS!CMX7G^g1D4PN@@F$18my0%w&2@xk)xlfA?3!PD#EeaX$>F#}+p-+0
z{Mi;`pR{*$evZ+OfBP<fa@QzJ`uXzl_g#=usBLqzheKy3qf<`Egx_TW8INiUQcc$r
z-RMu{u2;_6N~NfA3~f9axF6{2L~S+d9*=L!>)Sr1+YC$|5Mw^2cV^_q6(?=#O2Od@
zKx^!nJsFMyrbY&fHtJB2*C^3SumH1gK5a4&`9xeYf4ZLNJ|y7)Cb<NsD3<@MqEusR
z$@YGnUF_=-`Qka*FDJV9)5>V0I#~lJ+$>b$-u#nVZ2pY-$Z_B-6j71pO5oP}inggP
zyY*nf;jcZ%Fu<Sh)w@klLKDv9Sdl+!+RE!j3I4+~NPUvLP|yF<nCn7`%gE(1zjZ7u
zC~ihIdC`yI8J{bvWB&+s3|&tgXVv{KZ-*%sf{y~?@Cney<uA9+|0m<GjMKPY>UTnY
zs6mt<ekJg?yB-?A@4~&Wub>f=R4fv(LS_geTlBd9outI2xEXE?oK|i~N4*_}3hlS^
zlfgGx={Uc>OcHDnuuukLkN#|3Uu{hdZL5$6p{^zH%RQXbu2dFa>2j0!0m>RJRg$@u
zL-8L#!TR*<i7Kw=@IQbr{LCjTK!#5~lH601K5cl*IEeKXJ6x-9rs%~e?xCUV42n5%
z+qk0oleA*>+qSiMSds~q1wYh~KN7yLsex*BJd(YjU_}?au)1GB#RRQC%swiO52UR2
zQ%h?6O}~l0J97!Q8vX}FZjt>v&o;XK#&-{2P+uHXI#qwrLj>+`)aH#N&9A3J<LrvQ
z-alTCduMD4B|eRz5^jI@9$<Djn|4`rV61EN{K((oKE$KV+nsheY}XWAl?Hl6Sqkd+
z4zi8{uwU_TcP@jQFjZ+KJC|;k4=!V|{!)9E$U{(6l5a}MJGo}+coup3S8~?TpZpu7
zV+j?~8cZ$Aa(L}N29LWgu<fEB>Z(mSOap?m53jNHp1rwKb+rzRA9f^@Lfl-2`$5yt
zo_<m1K+#PEp@INx^OZDu+|4!lx3wwn^%oHOU%~pYCWevJ8~A0cYsH=hKmZAbh#P$S
z=5DG)Cu1vf;X)OVx<TY~$JoUyjnimeB26&NKoWU$zAjMjT+*EoK<LU;ZhUrqmwO7Z
zM}-H7%$ffw%hpJel^%;8P?G@g9DZ)J^4c?uB2-F_HOCI3$UF;-pRf{4!@4iF(xZtH
ze`fq}s|+vGplHaVzVkjfUBVajV9gFm_53(6hr5}N`tFUjKPZttyfICzw5!e#@UFin
zt;FohMPM7GR77A+ynB)*u%RH&&6w`?W!mCAc_G}G4k#f~-b3Hf+Q!2Wpp4MgNbW%y
zL1aAH2u$Y@mFjw5IIxsemaOTE<cK`xC5d$ix8@@SHCM~6gB4epSEqA>)G%XVJlYRE
zDnY}Z^!#|)JifntyBD<6`AyBaSP?Z=7c?$r#;9mxfQ}{Sr~V^SDWzX;Zc+H!P++B*
zRJ!(C9Q>MBMr#4sPWiGyU`!9s$Evs}j@|0E24wE5rtohQ^64*aEVL^T@SSd0{z-+6
z&JOS`hu)W)TyqwfdP^V~ugR;ZW#io$u_p)8?XL|q21qsi-rDdV%t^NphHC;8bDS*G
zwYd>)$*i+TZypk7>C!~$Nyum-@I_v&4ag;8H-iM_!=OEo%JoktNWkca@+4$MU0b!%
z>Ie?;hqS1NY-Shk)m@yTSN&$r>IrPBPzdNghyI|WoahtsMWd{<M<IYAD42$;VTaJN
zT{_Q*Hwy}_s1zU-BvsdWV>bqh#hNF7W8P1bFH=<t^P{Mm;njA^plk^;FBDpd=5u4o
zmJa7=ftri)eC$1=jt~F@a?*H-``iXonQ8aQeEi~Dp3~82rf8jD2-j-aDHv9x3((1e
zz-XE~#-^70c&C4`SVy_<f^v2kzgv(g#DSuZrY@5{Vg8_C8C%)Cd<)=vO@V@jxy7Sj
zOnv`nXlmfb@l-<1wtue^4}j>d1WjxYZ%{rpsWoxypRMQ&6U^WD-O9+bF|Yg|pZ?~I
zT*hK-ERR{4I$^yV#+XsMQ&An7aTi8%vd{38UhVf4KW~clzCM~{ZkN1Dh$<DNM#o9m
z;fS|BL&dh~UHm(e_29peYVkfP{l}FOsUrEi*`DR811wp?j;7n9(^52I-c3|<F+-nB
zcy-@%Ols-d(8L4?W{<B_YR>hti>Tx^4+SPA1^d6ca*ltWmtOxLz-&Dpl|!>8q^&qD
zZx&Rp=idDXA5lTNKXsJ^19V<DN}kQ2BF9;_Azc&|WvIdQe>P;Oa;s+;v3j#pHNAo5
z%Z<MOVikrYWj<W@f9)-az+THQXuZfevOGzlNc_6xGkCB^!BM=fU!MVXVom_}a7ad>
zB<3$1PmW*GR1CARL9^gx*iLrIm+vC+H85<H2W-%oRU|Y~Mb7D}MtX|S#5||kY<})z
zZNthHHC;k{18$WH3NK0@jGm__ITN~97lG3BEjvSIyvL1$zb>5p^bIE!GQ2p0v`tzJ
z!V^tf9cV<fU90cl106cHQqopYpPw%E1PWcI*pW<;b`kY;)DwK5X6)hUOeIPGMiN^@
z4jlcJW_N`^Hk<l0r#ur;Q@nuIsDW5uk%m4Cyjy97id;`Zb5362)1|I%w*kqPE-;GW
z3{^HnNQQ3PJ#=!;$OT3lRMKIJJXE-{{3$)!_c2IL_^*{&@J{Xp4({UXBnxF)^Fu0{
z&Y-rvr>{+CK=?$CViTGX&9=CJ;BBTGcERKAt%|igIW;)}4>g_7IKi&B4zv`*LRv~U
z_QfcDp^!^9gGFCDojF`JHZEs(tM2ZEy!i~zZyb}b%ucSO;}bgw-8VJ{<acp>71&1Q
zDqiIO%&D;;pwizVC*16Bx_O0QtoPbq-8)(a#ZSgkM_woQAea&B<$aqJc2oSNhw7J$
zgs3>N9BP2)(dj=)Al1JMj|}r46Sfe}!4;eT+zVLz{QGA*4M`>o;RtlM{+Cw9VQKQB
zaSvs_yF;aTgnn+TH@yIglE4r-z?;i^v%xv7t)gGKTVD_#!1iC03hRSHFurxN@WOFv
zya9o2q=xLuBX=`lWV?PU;>Gq?A`2U{6~?Zg;wB#6IC7utS7?&LZ3obPz@yaWWMwUT
zS<s7ZPZvD$kCu25NDcD2OkSIQ!Zr}nIg}2JnX~)N1Iy+*{?CX4+t%+1yjO2pvz+HO
z!cOJrk}z_!VBa;`sG=ccJ%zW`+Gjo6oq<H9G6B2QneBI@e!L78s2=tMheeJ<Sjmke
z{W4!fjK>{<wV9ag(>Gw2%i*$>Ap+^0`DfT36DF6=Ca(LCvTn=gxntqxLARKzjw%M;
zor82MjH~a#{Lwh@G`p-V2e>TcNyuKvZ@b<6p&G)riyp`8CH!0wG%Jbd)+W}h2;G17
zK3kCuJPn)5dCRl1q7RwOqy}O}LFP~BRB5*A8Squel$;N7{?^wcx^vK}MC_fCw+5kU
z>CO9t4qpwvayOKPOiaD>t4ZVC1l-F#2LPT6v5?6k9MYQZizznCmsEcyx3J&)xxL!%
ziEn<h4=Jh*Qunl5;3x$#AWGMP?~Ee?o~b0f%<1_!;cb3@Xx{uH(3Ol2l{G|vdHiry
z<n@Wnvt-)h<L!Q{=*w_Zc`VDGwEf(8q;C~;m%dhM#YJ!Gku9zMY13pJwALEoZteYG
zmjCek^;C9|((hQs31hZd-;_(5*C9#jMxMTNS?{z;W8DQYk_P)ky=dPoCMPgi#9(Y%
zUz(h^YY}SU584-+dXUwNQ5?4g(rS*(BXfLF!KR-x`79#+Q2xtr3<Sbmt3r?BiCRMQ
zX|3ysakC7YEFF!sk(H!FOL4*pi%QT01sZg?@@;^ze~h^9X+;;?=jfj7jRrE&2Z@p>
z12#<)@!SagGbCW8)wt=)&hAZn1MCeiMxa4fk|m3dAkC!TCQY*tIh|gMywk_}u=<P&
z9chnruKx3o*G?0e_5&Ws<yoC6hf`vvvBl)#UYh~QQ}K;8S5=uX!y$fMa(JfcFsVmJ
zI>z+@L&Dn~7&F7|LO5~O>IUx7-BS@K4$+t0g3DdkYMI?0mF6m?9P#}%fvuwE&%ui5
z+anqVAM#wupH7bPXc(9>+vX*&V($*EHLD9Y0b4Vr`D1R{pX+k&pQ10wGcuPw%_Z{p
zRQhtp+&4oENJ$Cj=;J<qSY388Tbr>hakGe;j9k#PQ~kM{jaPKR`1PA-u>5BhMmaL%
zTuKW_O?2S^hv=f)9zeJZGNuCjBtknpUcLgUIzh(zuGruu#H!X~P{!SPt!VNc?TV1g
z0kPpSyXMtX+P#iT>6bq-17aGal(7j+;x%h=vo(|joDuC!bfg9&vyzhEa{{jzkSk*X
zB|-;3W&lJBf<Pf-v>HY)*lJU-rW9ab4gF`4;tx_IlRt*${{dY4zBU!Z?wqq6!Bn>?
z9Cexe0$(9-^+{_h>;V<p$XQ-EG%Bl0#VJ2i!QyY%Q*j_~2KuM-dM2XkbdA_81EJpr
zLWs+>1OX?f${3BT7=8d|1^sZB^e%E;M(HWHdaAZzTSj1*J=3PZB3TQmITBU=60h2H
z_saz0RdA`@bWuB~2CUBw9r-)|hi%03KrB>hzOB?TE8m`zaM_b!1x0ux{A3~QeKa_V
zcDls0Ayn)OKZroG)O&F@E@E0U_d+J<SR&|n>t52?t(hE)wfvxW4=FxtM;M1w5w`a1
z7;;`2yk6`|LL?9y;}2wmogu5o+Flu)hGYeXnY+nd5zxgLB(55rJTw=WhS$opyL=NH
z`mr;0m4tSuXd*O!XW`eK18%WMalDtQ(-vO7fL;5PAt<*+{j0Evil0O_51_g&i(S;=
z)MM4-X7oQmk~_hem|*Nt<>Z)`t4tVuZp-1T7aGEj0(zWk2>b<6p)u3MB2)7ACR{ez
zDd6xS8&ud(VSn)}r<<0W(ujSbo}oU!el@Bn5dz)QG+oqc2T-TN9%-a;Uwfs7djxC6
zxU&?B^5-+*B~&fXBh4=VB22fi+9DlYv<mjot#Jbsez$&q`2B5t*0p=DAdVhps?EIB
zN>mQ~){VzYhn>dTg?ad3E+SuA4#|EYP{nKSZ6xl(+to_rUHRT5F|j{>4L&N?$2Cfs
z<65v#6*1JE?N|RHLh}A(mtK~BTS#vrr=1(DsnjO9r*G`iwRoS-z!kqOEEaREUDN_$
z%V<&g#A-b>X8c583qT+I0<gn0W!WGs4O!oZz(Zy|cN_fA%>U5cBqg9o!zv?No*5`_
z3*#~<(q3dum0E|=rZT9?fYTZjmB~*SI`-*Z+r^HqiZX;cis<e!a%YP7dKT%0s&?03
zf*9GFs7e?rWxmrBQCQ%|$BYst^eDA;NDVqa71T=E3=Ct_0qN)dzBK3pV<tFr;7|T^
z%#ZLDMgMZ;4)@CDXIs7flA85yX7xk!S-4%MM$Kj~7+-;HN}W0rKu|N4)23m<>CXk3
z9_ltv8;GfX4sNq`Tq1hdd*{sS$$w4n^tE$|K@Cl?r}tL^XXaX1$_)iTIul1U)c)Hg
z@yAF$8d%k)``@lmmawpoLCWy7O(Kj(sSxGvA@3ALqZ9*`)~$`pVyaP2wwFFXrTUEv
z5{~ZQ91)@&3rD8%Hj5@C+3`#V&oWxGL_C{QhQqZ!x!uHK0<0|Kbe3Lt4rkE&b(mm6
zB2!sOCQ<)mj8L8}GC<fv@W-`;(|eXN;Bzu64om>|hVj(vDT_BF-j%s=%j+z)^6zvQ
z8-#R*yzr+5JX|2s-iWH{wBW?~DS6)-R}INP+`X3OX;wPC%FzSN_L>-WPn=dvMDln6
zo_U7DWOJH1QVDl666h$?kAkq4CxNLL!}j%zN?KQU-n-jfub2k~=iVA@5l}4-u!W|0
z)+Q&as|mCOII!PGXuM?mmS!72orP4EcQR;aQ|43}Mu6EqBQgQ<`yTafd~3F3gL@b{
zd=1(G7E<$-5UVt1`D@S8)0809`11|&>eJ4TVx{$_0+U4s>M?^=kW48|^xzQ%gDsyQ
zSQg*R9m1@G$0iLsjDJO;oi*PW`~1m%MT$%E@h>QprAvQYRdVF+Ic2Fr?XQI=);PdH
zA#?J*leJnQThuu5uJ<4uqlYGiwo6&WhJ@wu6c<RU%JW7%0oxtF)Fr>jQmS$1+&EDK
z2P6N9C2v$7vgX%$Hw>eX>!z3P{R%bi;SY=-fBSO@RoE&UH#%=UjN8xntLs9kljSLQ
zEwy-;dc3H5_^%f3w(a+!xbS`h^(b1s@s38T0*1otj!`mpG@AXZ{?;z?c+6~6bpO~6
z1vSU3<#^ybCCEBZGrd|->gtakYO_G4Bu}W$kPuG962s4$@uweQ<@vql$XFR5?%0xh
zQeE7CPeGCPp<{PyIeXtG`<X?wRT{NqaQ@^=blkRd3Wh;jHU7+4$4pEzZtb!AQ4Rqm
zbH_wrEE~-k%G;~Q1~~9A@6W0j84@c-yHcvLA;$%6cvysbP)}yrUu|qqC!oF0kV<WF
z6(2-_BZ=+HU81+}f8>Mq@ddp-(a9`gHyoH)OMENg)G@V-7f0jIfG16Gy!zMZE$P@&
zQI}bIl9ZW+RPboO5NaW-LWw#bOkH1|I_kIJwf^`!lhtEsX;h>*C$El%(nS1D9_KLA
zZo@}2#~c<i+idTLkB`<%Oqo(Kd}^FvKtM_a2yQt5NP~cW0Rrro@V~GCKhN^8O0)JW
zq>)+QfSyRMlJlIw*ZP>XK^ld^Ys_e0-CemQ;8-cyDM3-^M4{efh6(mV2Zou@-S@0#
zK53_F2#ra6jfgJf=Th=-(G2;D(O)*_hZE_*@XVCQCHz7mRO3(atNJNmhFzDsm0EeN
zaPI??^ov**NpN8hWYUI3_|8F!#_V+nd0QpL1&kn@(%XP3=cF2xh7}K%=Y4OmB=w-h
zoo9gOdug{Yby}g3!OhH_1_<de&A~C9L}*QbhUz$x98Q1KyJH}T<jGlKMS(=~U3EFX
z`ZWMX;Vu8t-Rv{1Ji-DtrhqI6Q?S{yx9@s{!tmq>$bDYc+R`l71d?#6iAQ^ccrCp6
zYJC`X<V}!c6FAE7R-F@B11W&uRv{*fdPpVf$F*0o6lL;>8%6@N`bjynxrC{}+%Sk)
zgSCis#Q++x=t2%p@hU~CRm62fE0<rNokt0YDzQb}dK=t!U9D0Zlz3EYp@1MdGp+ZN
z`w6$#SxFSNV&i12{NcP|pT?A5>0)je@t!_>JVT1^?~;)KIRfJt8%fCl)IC;5^SsS8
zYJ%cF1*D%mn`3gAkBLi|II`$V>fFOZ*Lt3k7;(p=@Z51`kBu+5gP43}a5*|;Wt-WU
zXXP83J!4Yr|NIBwk#?d65a8y3*>BQ>&Xae{h@)6)iJuq!2@T6bWr@T@5VShg%&&JT
zMp&<-YC>~>Rc;tB-&L=2mz@T=T^wzp5Cl1Q65J_x+ERG-{zKBeiXS_(RqQl{Bj>(8
zau7jUo%P}GS{Y$`Qt@ymHn$&HY*ObruVQPc$9aN3K4vr9qr8KxOw%iu<oHSD-k8hY
zT$HFb|3-!31m9;eGx3XtsRFu|g>V&l8o=}?2aKz=X3CUdjcp*zHCZ+8E~U8nGX#Zo
z8YITp74m>^z*%i&&feMBc8!B5@wQ}96w!Dm(~6t02aboYx{4tdD6JxnkRZA)+J>m;
z(~z4z(pud3@;;>0j;b|31^a5MzerV(pq1YpP?o2;#vW8<0!Vb){G1U?-<lvunjP?Y
zHH>+SAt>Q|{bek9Z63HVo|_ZYcJR`l)1X6Oje(urG=5GMI3(6eQ^w4df4c${Q7=;;
zus@yEIYV<3+y}&Q@XyqU^%Edj%rCper&?mpGbcd*0qi{|)5J5Y%*0O*zg&;u1V5ak
zd}hu4+2K+<7ODjD7Wi8$r$0sY9=?xa;m|xBwZ}HEcgEpw(GD&fAk-mw=_mlT)Co49
zCKw5pPP~H6R3d8LPjGUAQiu{gsb8pNNJKgggQ7-&Ray$Jr@HNSrv6w2(~w7g=FQ8q
z``Twpback?eILEfl6X-?!|qm$9~K5*QWvuL=1yivm`@1mdLs!S>cvnxIWd>MLYA1A
zqhBLg0t*GI+~fB%A&onHZ*G<Bv1iVX=A!;u%2qGochIZ!J0lg0S3d4<5rA2359jWH
z)qy`fHUx1ZXAYP_zv)pH2T#hn%;LRux9aLRc}!wfAmBpu>{1=~g&B!uBSo6e_5GVb
zJ5sHk3gS(212}zq(K6Ev7u~ZFb@?Z8c{HbKRsOAN`oGHTxGiw~057U2>VY&n7ZgSG
zZ~u=;1)T(tgijgCma>j)SA?;MurEL6mVSZKll})N_12kLSCTguI}AHu0))(TRpGW|
zAS6Eyg;;W7rIG%x`ka`Yb@CrR@LEaFx<me9V-D3-AnJrIo)Q|2q9!>B%}@Z561CPB
z$>DDsnRl~HSiS&r##h&;zb~wzZ=;T}^*^Ur2OU|@_HvU8{rmzB8EE>PL;44Nk1l#B
zI=4op3CCq2lzYJfRDvz@OOHiG@VSCOAhcLr0J#Ma-$V{G8>Qmy^6H9W#R&gp&OCtg
z@RGz+2<H@Tj>A51;Nv#aqzXm;^{)Qo{vRNxaV>1}KR`J{!C&TY{{bGt7<`ww{{IGs
z;>7;|GdbCRZ<oTi*;Q~M!1Ol%uXl~Bjtu1|I2Y?*Z+0#if*0k<OA#IKw}GAJUr=W*
zKfb?}2aMu`QqJ5&kuXtmh`sQtmJIPAyVDPN`JrEfXzDu2oyTS4@_N4}B8l&}=$%+p
zQTJ>EUFHAB(pxw*_5Sbw14ef@3>Ya5(jX}t%|N6@I;2J_Jz9E>Zlt9{I+X4d1O=&q
zgruav`@7fY_xlG9XWQYv?{ht`>v2)B4zxEg0~9<416gf1rN}EEgL6l$fZAZI@XJF8
z(Y)MEXf4p<k!^@J_9bsi&r@wkC3F^GZ9L0@?NB|Ky94VFApib-iCKiA<b@1KXWY>!
zAKB8Fp=KHVh-->Sr;;7fbz+75Y>iFy4<NM-3oW7I;qzZ~rb0o1br4daH!w+k@0Vac
zY~@M7@EMS@aGb;b^;Cs$so#_z@@tvkgt;+YI*kxmOluZi$t;VpM(3BjH$o6Na)q(w
zOD*U5kns(4$@TSVLC1`h^Tq(2L2TCnF16V!7ub5mH&qqp?^R)CLYe}wRO2$%a0sqC
zazIrt9MdJGbA5d=W)KG!H04Tzoem2bt42%P@hf9qRKUO4e%oQPBLn|F3k$Pu2k=HZ
zfN@Q}327i-2<HJo)RhvntNbqCQz@(5;}BO#P8~SVg%OSZ)qW&^JM!Z1<L~ctn=;WZ
zcsUua{a9wBN9aagjmhzJ3wz`S1(w_uuv3toxN||9i{Gdk-UVG-Od{DTOR|iZ9;1ua
z+sYF!#5mZ2t0e$N*ar@*TEAM*1&&}7WA>4)^w@pIO+oE$Z6}@wPDYq#ql<%A3x<)h
zYo&}bo9uuswwmuaS*s&tqiO=<c6`5+k!p&x6bf4o0iy-nZGQsSrZpT;faWF~QmgHF
zlQR=8*vFN4$;!#{BjgLQI0M2b772>uFkzLmIlWJnRStT&;x4Rnt9;cX22y0Qc>DiB
zUPeRy2awE2%vG4dJj1x(FJ*Q~V?Q;Q!5qst5<Bg|ToP29%7pf^9{U^};UiG_1OZe!
zXMuXW>eN$L36s<zVN`e&HfH&^TIoE!;Z$Riy{;5iTwAgrs?qygLo-vID<)uD>Np|T
z2oC+jXdtZH6tnWta%OXUQoFCt|00WXyqZD&<Z$^bUe{kw>)%<RxFwO)3#MluOSNDs
z?ep8ZA;GUxjfKGjcG+hyv@C{lZ#9Y#L;)J*dns)H1B7qHf#R_qe0hJ{)RYk9`rQVu
zUpcaI-zlqQ0FsptD@^$c<IhuaVg!#Y3g+Haqt9c&6e2Tv)|Acy^x0ypeoIa)F^vd@
zMsN3ku)^9q)$d)NxL)=+V-y<iAwe$t_nZwzpdAMa6&yBmH=w#1*7W4lFc~VA#?Zcc
zK4*Y4sB%xE9?XxC>Kid9$o~VekM?^&E-ogvXF&-->e_B~J=F)<yKdU+Shf&vV}wZR
zvF6Nq3@`$d!U|-xGUNv#uDJF{Fr``cNc;bU@ca=<F-#phMwS199UN-Swy1)`?%!x1
ztAzL1%a%xcgoUOGitfBE<`?K{h_Tlf$ulPq)ELYgMe||RU<7!9|E}@>-3lkXz<hss
zsh7;ANgOmvDVx<N;$%=FteXYs$N&8A#<ER%U66wLljWnnXXGH71ozMKQthpZbS@`u
zgjC$|GZ6#~0;GEE4Q-7*B;x1R_1{&wT&R)6Ye2+)iIm20rFvIW0eS^Jl9cxCaCU98
zFPCjr@6tY6GwQ)?C2vkABv+`NjHc9Av@l_GP`NFk)`xGyp9NK#O%pU-HWYM)YYEa!
zTC}Q32w?~#!_W3TQD5IUwEOrb{HVrOfqwt9NY3t!_7o%H=je!WSJ|iaQH!EYuLBJS
z2inVT`5rGF&cjeSQQ_sFQUn1#)JyH@h%}R?r8hh7<lApIFe>FK@el?O#Z%b+`p8Rh
zjiGaFM(l3+Av2w7xy!ss?(r&K*anA0p=z4PtedS`=f@`W%p_Jb;))|FIdLP23`6@N
z@Z)j;<$BFpuQPcst@M5xF$(Rf>0WH1$uIy#9!ry05+9tAm|e}w*T=O#f6f>EVh+<t
zvB&)yT>e7Scg5wNFH7$OO!$?2ul*&dF8ILZg5Q<9PG?_>-?9~v4o+fP23qowlv+|V
zu5N5{)s?yR=CL#<{1R6C!FZZYj7QL+v2wBze1~a+hcTp$3pQ#hVl8=I|NigijZ+{!
z-;KkJv6Vj%Ai(%sR%(A^>`9mF>!*nVlqbUjomlUwisG?1{K!4S47c6Xnv$(V!t!Va
z)OE6ZI!DhwLtV5R<$~`*Lw|Rwxiaj3&h=SoTg3z$Efa|0?7~vKNgbR740nel1WdU%
z%qo(7@*01|6}Y0i<~I^h%)b?t`bDpmxofp`N;!NSCqdeoLIUO)dg0ulOt_Mq**KuU
ze?dDDV>+OP$i6|>JMYruQ70Ko-etQC?2kgHWFZm|q5lC2R1rurw{!<ibOPNkX!#}!
zu;N7BHr*M7YR{u;5S9ncD|=@-O}@c0Se1@Z)%UxfR-3Xk8tv>~KbN7FEp&?O_R^6D
z4mLWp;)3^YVd&S~;xNMTgPbA?VP#&i4mz<Zmv%N}j7sH}Aj~-7$)mPjQ8YMe7t3go
z2&KD_Va|Gvs_FB03*2pm7$*v=R}*sMnOdt0*r@$RMXVI}0~-|gI+kP{G^})Ozlm4-
zu1pvT2;?+1K|>v<nq7zw0q~Bil-M6GcD~??B)hz{+PLnl=;`t^5%NuOG#B7&suMSn
z&UjVj3I7@>`vdkKe`IQ=mWtw1vb5D;U>%psr52TTOS}ySA@1<YH#?T!D-$k~SYyL)
z31W%b7X~s@W)3Nq@W!a1;!ts?5#f!>gJi!ZY(b%natVct+3|FGaJc@HwT@>ZFW2xb
zV)pOX*(v%Du+9?%BFkfCPFP8rA(+M^LiFarua{z$v03|vw_h~jMZkUP^p~FtdK(r?
z$?5v`>Ehdzn*Tk-HE!6A4y#iVq^gkoi+%LYe_r+0vBXs(9%&NJ;z2X{pv;u;OpIX%
zr!sboa0*rGAZ6(P8m^a%KmX`WHhRqt&)Ah8>2{j6jLFHAGj;?LVuJFV$B<oRf1jq>
zVr&^YE*0Lk$`4Ye98X|?t^*Ix20O=|?PfkLo^h@DXBXQOV0u0Q!3w5^25B&Wa7o5P
zk=uEYmk-=D3d=fHbN-oIJ1RKE&SATLwJk<7d_nALOnD2YQvhH!Qf~ixvhHu{Qu=j+
zZGL#F)Dq{b41D~wU9_~anA;ewm054En_JxF>8^m6yDDe{0`j3vxx|gN5!a+{#DHLh
z*J~LztS41J(3rgTo40?FJm6hz3RVHgI1EBEb<$y=kd@UXrgAzyB`k#$_MP_G4iuAJ
zd$ZjC`J~)tSd%Z@&UA?+@BJ={VMUFi%jLrVR}k@!QXfm{_jKuC|Cp~s1I#z~lFMnK
zX_-95xSZyb{m&x02F(gKD5lCjDiwTwQ)V?^OCT&Qauyn7+AZ+f*@Q7x4<;-#-Tje!
zMCMzm2LZNX{{=9p!|gyvBpDbXA~`Hucd(paU%59f`;0aSl56z!X?uvG${)8NCW;Au
zS*J-Y;~h#{32YVII43D3z4Z5$4&c;(9n7R5kM4WSOp}I2{QM4k!cX?;HV|JVNLMCY
zwb%P8Sro0JV?$h@vV0M&9!Y>?bkwykTKvG9uq~LaT<R!ZX=yW1{|;YP6b!6?`%iS+
z{0-f6W+=D>=HdWFqHs-t+#EGn;6`vNF%lAxQp6&A6<M*FOkZ0kVYsS|F^Aeud7Q&&
zkb?&v;$68NcI?y`YzEI*4kA7}0@#@p^CzgQk!AYqyD6q_;+ystp3!Vr6^x{{+It4G
zNX#NiFddN0%@mpeR_~<Nj-E5SZMlelk{&o{omp)6L~NqQ<a95nI*!PGeTppKT2>+9
z=wJW?gi=#bzq?;ubzk+p4>GyxN-#EA5_XqjG*Wa$(S79i^T{wt2UW^a*$YK9;K9Sa
z*Hidx8A=?qO&sV{-~Of|T>f?HJTlz)Kfr#l1^w`nqkmR8x0SiPMzoN4#i9_LJGbx(
zrqkhK3mXH_Vcq>>9(+IV!2K%a%=%CJ#btL$$4Y)u>~{-t$D{72JaZLMUk%D#S^&7p
z!*a!Kk8hc>TE2^rt!9m9-G}nhzd#??zL;JIBUMD#Pd-seb}nsYC64bOm>G@|5^Dcu
zch8GipR2GnHhyb<av1h3_=UE=n{?#e?I11nLZRsqaT3Q!s<><fSN^VIDI0%O_~4(j
zu!3O@u!M7P<cD!uoaVqU&wt0Qcc(O{Unse83yfE^4&alqFPL?+jLhjf(fH9=3Pr*6
zv<w_(Vd>#lSq|8ZUS=rmMvlL&+x?az(bFR`k%R->71HZ&E@hL)?No_7{-w=fIQg1!
zDdjX&)B?sWT2N&|EdGgfWG=wSk!#@734PJ*!H@p|4nz~DJ%#$n$KL2aO`!O*`Z`Z%
z=ATpw>#-~uRWpnrfQ|m_@^36K!~Z-)b78L@V(PWg+7S{48P#qGv+SkpCSj|c^f_so
zRR%aS@14XWgwid04ME*#MNKQ37YGK5K`LK)jd2ysNo@G;v5}**eI)LBjS3TNQ~3KM
zPd1k0Fq1DU&iUc*HQ7n5IhEcE_+9YU7yJ-8_IXC2kTbC0t-jYyp`;;7LiBRk)LQi}
z=BBMv9ByH8&neDkw|%P-7XWzc(3OdkSzwd{j>4*ac(=|0n=h{5VYUbjtFiZY%6qQ1
zuv~93yq$tIySW%SZ0ONY$2W8uo(;|G>@*lTZeA+m;9Ohr5$>>giX>DP)Pf|xl=39?
z){@X+pS!6}#p2g;;Mc;+H;YR*xI;2I{1E+BcTTtHcYS0w)Tz1@+s4!G^~0@^YrAVm
zo8WHUyU=?}{9pROR7Cq#Vtatw6O06csm%V^riE+uq-~x5i;3~iXkFA=>1T*vx*XLT
z6Tf5`gJlq#lXYebyqoL27>O+8gG^4Rfra3Z!XUQ^#}fks1KZ~>xMu>o0ljw~tP$Qs
zFQmyPG>luxz7hJ89B_OS&-;$8%@2>!B(p?bQrEz_w&!lg+;mrcN6!E{!M8Vc&9GNP
zz3goMzfeXT&B1Rp>s6)O3(2>#40)=xqDo4*XEF|u#a;y$02&W79d~yw9W34Wu7>N-
z7(s%>h`nbbY=~l@qg;3>zXLGP`~iwnk@zAdc@DD^L6-0oQrd@_vCV^4CEJ2mgM*C)
zol}v%lpj*_F<rz~ws1CE=Fg)ysWJhF6NX!+HE-FyF(8^@Yc&j*fe#Vws}z>2uI|9q
zj<Een9-2pK3q%}c{#@CDw~kwU@??~KF*-=0Vn>ezJ~+30=$g=Z)RgTM4CKJ<a`?k^
zrLDtx9e$_p<2&3+4>%v^;s3BP5MWA+Wa+-pm)BObS}MZOzpoC@6EqOe--_=ZpFg3O
zKa*l{_sMwskckO$Qo?k<%m~IrIiW`eA~2fpf7l!~u)1dM4Mys_e!!HDjP<%_Dm}wG
zIn^LzEx7Lv%Z!zQ#qq+Ie$+kwQCUA723~M&7PE`Qhc^JjB|Xe<G!nv-y=S(UC7}oc
zE=q}kBK(2%I0OO0qA)cu$^Zk8_6u@-dUN4yVHta>u$H_2@VYZ0DdgQD9gHFs$<U7O
ziA}mbL!|lq`eGM282&F}%UoJU2`7Hrk2Qu}rz4!tsi1*UmtUCG$gv99PXYfZ`ITLO
z#+`L4JV;@{>-2r1GB0I~mdbc>22yn*tT{vf1SPVb>*%No@qz8ONi18Mm|!&3w=?5Q
z+2^_YIS0Y?QD?z#%HMSQEf`{BSMOB_Kqj%o9gyiWMpShh1U6PSBXApqC$Toj`4%WG
zZ6bE{0W4idK$zS?FcCQi2LLKvjdi!P%3mO;zJTxm04ltG39KT3D6{FScyD%wjT=7W
zY&Sg)(+oTf@h_QzpFdQ9X^Nv4QM;z{*j$7@1+PoihB=q#{m$o2yq4M&{^p(@c$l2K
zq9;^$XR_iU5F*%aB{w1c2`yhZ?oitytJ9#uTTO6vAz?<&*g&W2uA@%8E8ecT3Q^wM
zO0+(2Lo!a1x3Exh&BN|n4RK?gPAIu>K2w`7eO9@&@z=7z=W$?(w9tyR(`$_%IygLc
zU;0S)y8c9Ke#2J&7dk_8H-7L_%e&A_(Px*+w6ckU@LqgYz7pcI205@qz9zv|mZ!hC
z@08x7$Ex9Q6aISt*E1{3`sfpuw>Mg1X8P>-Lnyx!Y}K9C-Ll=sGqdx50Gx&xAd-dM
zx-ZX^EBji-ICpXvze$$(hk8553daAbR#DH8_c8TaMOB^Rs5ra!@^YGs^IhSyvEt=d
zVeh$BNccKDOwfz0`i6JvJFKsU9uY#FLS!9rY-Yn&j`0R+L=4Owt8=OZi}0H}3^W4L
z$FL9^>Wq2wh+7N58K^IS#Bst{+WNjSrutxPd%ciRBtR)tZDfq9H35hW*}PW_Z0#3a
z!buH+@2-c*u$Z;=7K9eiQP<;m5Bw=4N#iSx{d<jbNE_RHxPNtdtBPW1%hL=HdDaJ3
zwfY|P`C|Wao*AW-Qr;ykY*5-2b8#B0B9|hP*{Ft9bnW*{KRf|@Xk@~}kRtF4^%o{`
zFP0w{mw`s~9a7hSJ=ydd6G}1VHXPZ7(|5OTHQM&aC;$09TA!!d)m7{^J9}Gdk{P^U
zRo^G%{w73(2U{OeD8ms%3T2h@;RBL1WlFZewRqMXdZ`4^KQ8gXlWVuyimVz>aCEA?
zuntQsUOk~c@tmh2#>V+IlY9P`lUQXk@Zl4eE2Z@2T9E>DdqlqOx5Vii4=soK<JR-Y
zBCT8@fm}YiDHI<k#wD1VJ~6Ix4@_gxroIZ%m6tmmukX~6)_rQ?(j=ug)}KB9-8G$X
z861sI$U;eM*~;yV$su8Qt(Y8A5&^~vCS}J`5S!pFCq+H(O~_A|X`tl@Ufs`&+BItZ
zr`)9fq$dD!|6wCofwvGoD)4kAVb}Jp(?}(8+?J(c;%g$Fx-?r;FyT3*kXucRv6*9>
z%B(*J#b5Vzt_nyGKMHVU$!d5El|D(7e}9^&#wlQ2EnAI?XQliwE95}<MKK$g;KXOh
z|E5kwdhiBA!56O;r{r)`hPgV!;x)7kyj}|N9hGBy=oyrdE=hT&-6|({6qhfDLh(Ga
zvJUP7#|mQO33>HH=cdJ!aEAD?cjstqsZ#a5*}EzUUzfI`wWdD`w$joGerO}L>_GBl
zQ>S)FP~Vj4sbq@rrl}%~iT^q#V3Sz|)Hp<!>yFZ;D&IAxAHTKtfr653Imh9a`>mhP
ze*L<9KUnE4U!;t{5=-qPRXQyNK!6S5;iL&E*0q#C>OhZQQ5qeuxYl__5g5Iu62xxZ
zk);*MX6;EHUE?|Ns+2Z2k0maJJ;xHGzWf)-*8t+!5gFKOTU690_3_54;5xQPP8cqI
zV!2yB1d7>oozn?RDI|BsRY8|u_U`?<J;6m$DEGBEc@_$zP5*P51817`+DiyBoBi-Z
zHR~&OI6>793ZblSCt4PLx;^i1H8>K0zibp94cebb5i2)tpB(160-S!KeQuR41^EDj
z;X9vST^HIiO`VDsLHvJ8qs;R7_%c9mj+NvU>w~OMUvLtFfAA$nmjGFs8l+Fa0eFC#
z8#<z<<8EHE7ndi7W6~WxCqCOiP4bw2FXiL!&zV>b%#$HLKtF-PJ%O;#C%5k(hL7s+
z#8zguSX2H7sMuVF*_|)&vJRIPk8|68Pi#S2q9$tcP#retaQN4Mq+Hg8Ull!>t-0Cn
z#O!|bO1uwtt5}uX2S1H>lCw$?E+oE4o{8}(j2Y+|%#@4fmC2jP*Dd`piPX9`{e#Kt
zu3FEAgGhT?<5*&zQ3BX))04<EKmL8NjxHD)sY~<YV<!Io?@H<A`zR{5_3n@28x}S^
zD+w2e)=u27tb1lLc0r6N{wz7)_p*hOjaBij3Ki9hGR$%)8p_J`T06@2X}CZ^#+yM_
z9-1q70&5U7g5c1>#UCN$-g5UYtkk%a((SEu=7s<2+_X!ec(Jl@UAb{le>SXHH)k3H
zku-?PM?Uwu2DHElW$^G-CH$dP22ht)ABpDUQprwlCjg^*xYbXEm%%=Y<6mMe$U+=D
zn{;VkK=~`u<lf?AI$9gBW|665>*$!d$-uDKGjrD!TAyzM8OoFKO(qQ;&D>So;p%P5
ze$v}nG)R`B1lGyPFydnKG$Ht+vUW+bs(4-<_H*NMt5!fIH>fFqvb<`WFo9bV)r5|f
zbu<>N#Z-rGC_{)?7jBmFyIlkFog<cd<;dTsGX40#o00EJFI!ofrdXz<oGqBip`$WU
z#5uShg2e^f6)pc}a|7XUEl({fI^W@DZO$~9jCYwS2B(AZ=8o=?8HXKh@%)6$zaBX7
zepWp%!+ukSDW4m|;((!w1c#sof^ejFU~hy3_rxH0V!Xp$xGZ`Rp`0li<D`Xx=?A8^
zC?a(Xqz_eEa&Jb$);;R1F701!F0Yn1C+x3O?&xOKjLYs(3US2xMwJR_K|ylHMmB?%
zZFIF;I_9NStbMl8qA+`~HlrHlx}Ed~l1I7Bd6^fZ9MLli+oSOJZbj$ImtrVMvXDbY
zpXA0hhbQLc{1^iZEFKmw43$Ib?HNsTOb>MnonzLQkFFbi^)emW2cDarGh4Rfl?0^T
z{(ZGV*f160sS9-5vT1t*4vNB%HK-f&UkSqci^xl(!pWet0o?11==$|(vJ>QDCUh<E
zk${lL*e$fxQU8WrM1$C`;PhNalBXfBcKrL|;s|ZsZRMmRT0eWLiU8^OrF%nf@q&&p
zavbp!b+UhGivNVU(FCx($1B~O>-AOl3rf>Ytbp%sxMZX2T$N{NKe#XhF|}Jt>cWPt
zDYmxdAvKVW@Gv9vu?eI40u9vua;Y79q!}Q0a;g55eP$;uIaSd~TgsE~T%4qE_puA@
z-M#$OuPh}ds-pgn7M4ofcOD-5+pIf(YgR=kJG*b<7$cGo-hDoE1|h5l58e@A*1Fs}
zIre}a%+=|X`$31x5+~c^1WhX317@w4w;Hc2N%jf~^l^nn$*s(+2|$Rim{0J3#e5p0
zC;#b-xBp6hWA7YDp_hooM0pV(S-(8k!s!CAXD-nb!`!Gh!Fu`T1Jlfh3o4k>67fAe
zcXvCB>ZpkAv&)13Zemd9C+5rk|21h40>eLVQWmkBy+ogd`0tzo+l49*7=8_8nhK`Q
zfqtvs3|pOr_{=GjDaYPj9^cmz0T7J&g%for6%~&7Zq0u$Z@;K*^{bPy`uT}s76i<}
zS_O0}pv(&iHsp8rdnWP<(oIvqqPWYu=4{X(v&v@}M0XeX?jlA72uw_|8V5Koe%|@@
zGTC$BUSFD=u%gy{4@QCF);iIt;Oa!?(h8U>+eZ3Etj(nm#uQH_tz_TrFMlf`z#Fnk
z2ATWZBzSeB_j3Na3%z+C&u3Xxl`UZF!{N*URRYR*9TkNUdesVH$TI#3%o*vrtm)>;
zR0pX@J(DJ$QVP1Lqid!Ll%EuFit)w;0hZDJi<^BE2DKLMsCArSO16<#3Lq9u-W?Eg
zwN%Zp(vbV7{-m==nK(lYJH4p)1@CsHmz~)k$x$DB=u9l%1^U?HjaOjg@o{_mv}^&r
z_&a9WuTL6Whvt{YM?I>vp;N-XZ5$HZf@J3qGL;ih-X|>Oh-w&Y=vw$sMZ3$P>E8^l
z*txC0!#TZ>Y<}f<A1v%Q@zJYq$`AxF57SPX$rcont28h&=E<pS_R=Md5sikTIh8p7
z&!{O#C}tSwTRlyiu8zG@wMb5xMyYU{;-0~TYSW3Vv+Muq5@IKt_9P+oc_T~h-Q7N&
z^k);3hk%7|o$5P+vL~a@HIgmCS=0diSW;n6B{P0PD1KNV*Vf3+11F5yzb_;5!^ufs
zuONU43w?V+)$hzi%qY7TIC-s?IcoiL4#<YtHq{YdV!Hp7)mC7_rpovh`Qlf<w0DYQ
z`8bVVUF<F1T_m8PfZzJ@ebIkBrwNp&Lx$x?70>M3GvVxCrz#-9Id4Dg62c6{edqhN
zQPDyU6L?xMD0~%XY+^+6YakBoAXRqj2kzItD-nhTs?|ggDV<UTRmo7)x8fRO+$}-?
zRBV}Kd~{YfN1QREzuQ}Jk56f#{|kK=zLO&R?>h@?!>$1@K_mKC4zcrkd4d--zz+U^
zHw$!B1aeJ2{1G5gvG2btuEH?Zh(G0to|IaqMHBz}Rp&R#B53BvU{DNa9h-FMqi)<k
zwIN=G8gb(q@qFQIGg$nG)bJPS{3eD%bT6`jk@tpFdTN6|*5DO>9|PX@=bExAvkVpl
zYz{e);S8MCjeAmViyQv@L$Ay69OfhY(rI-PlGXYY#XX@SJZ7*c7Hk)8gB(m|{xT>2
zjwbP2GoEq@Cd+EvP&J{78scZodNX~+Ra@=q>gFU|QWt!XJprz^-+ynOus(?V`cD*J
znS&2Nx%fYTNTQCOeSsOd(_lJV1F@v52>sO|3!t4zXq|U3Ygn+1DW|o>yasIacwlZc
ziU!rEO&f20o#Zk=9c%ogIKH|I?cqEUare8pEY<(YZ70lYwCJ?~&%VGcgt*3{a<K?3
zIKE7W%H`kX2{aWJC{<8G1Hx(A<*YA5q-C~xiclZI)Fcyd{$E`DKPXZD=P(gff)WnY
zAhvc-bRK2J@*e5fvS$kVZl8*3%mUwxR7gdg;-k$wsruIY&9B3^k(FYe7y<jyC}^a|
zM?rF27gsVH^02Apgxi6OlAurlU=!tG**tAe3gv}3O}=s_bHEP@#Q7*;{qODYGNA;e
zZmd=onNif7?leSz$VxC>2wVg(b5N(nOthiWi5=%gQZCODI`L*I<gK@V6{RFyO}S4M
zCkC+Sas23?oU+>qBqd4K{`FZ%=#EBN>>nvl8XZ6^d-&a&U-zmRG9H2(LGRIaS-Tk$
zk8ZmPWn;^c{q~$Oi!Wj-X4{i2_998(x0Z2G_dVl`Ue0imppn(T4RU6v)X8!ovwcU!
ztPjSy5st6zP?m^0w5x3nF_4A)l#ltI|L%O*)X>_I+9<Ef@mbsxx9`7~5B!pj?)-VC
zX3{$@J;?)|m#VetaVGSYeU)x@_D%2vh435+;zmc$u7#CaS@-kGFGR(=F}>#EPY6K0
zHh>dRZN#*%mw%`g>Cfk{CB(-`l>ZpqnO_MDAG5zE&WZtGrE@9YU$!53dPxd7Q%VYJ
zp^QtTCXbNf;nBK;0!^rXnJEWpKU}DQzup72NmtgA*f%zan|c2pGAOs({uO^5FZa;P
zk9vviJ;g<q?J*IkpQ(VJ_DSX}%PyiEc>|(x2=*ggXsO%gvaVCBf^~UHl($@tAMV2p
zX?3O5V&>6~kPR(2#K;lildaG-7&Tl^He_FHCppA#(FEa$Cov^8{?Kgpg;GI1o}rgA
z-mqG$Li<y3^#`#$Tpr)(agK=!F#$p4Mh7`lijUgg>`pITo6Pi@S$5NGadNxCL!<af
z+XJMk?5ZD`HduDsalF(Mm~ql%(M<KZMhEBPS_!2zNRh2|-hkzR<R?n5<&&^@L3G6B
zgs$oHX-p+YmG6Z?l@I@}&Ic*;2%=1J7%Dyvv^I|c-X|onNmd)Z%I?!#QYtRr%@8M<
zP-#gE>_*d1+ab;?uvzR?K5$hUQ5fTugQ|xH;Jw{hNvy>fN^hRMF+$HvhCKe_xW!xN
z3G=I8Gy>e8d%FEEmPb$~^3*FQ*vsBAyx=P$21UtR$Iqpm!2V6Giqy}t<@|tM10o&N
zC-DewLX%z*S~XnNa$brvy>zKe86@yG)5_E|7_Y_hg99>&{zZ_>yo*nPjT`ndm{`(L
zPdQNd<cjj>G5Ea;i(Nc7%xT#q-qg6NsV;|6eDa&go*|>oZBYqiBCFhx-^8qncNwY&
z^A#SXcp4I{_>5!3>qx1Pykwx#Wsy`!aLhTKn@}7*PFPV1bKo&IhGp<Unh1q_s*;T`
zZY_*Wbz!Odgo!nMcyTpQ@cHc9hvwwLcb^B}bs7)J`BufV_qaJMcg2GVbz3#s-)IQR
zYwo<>KaqcMYR{Bi@dlIMH#E*8chY+E!*oA#ad+M;fV3blRr;Q#6kfyvsaOa7Q%MGK
zhVTE1w;Q*V#ahiQd=(<0x-Imz1W1z7MY5Y7M^NC$7Ib?Cr*Wrn9Vgf;jEtPee4&uW
zr=HP|P|tghKBJT+7dyKzZcsZQn7m~ddvjY-q`WpWu>9ZFMv%qP^HDu$8UtHoR969z
zpLhl{sU7Zxo(Rc}{?~gLPcBPYi(x~(i&B3nBEEGcRJASyRCE&Y{QjQ7eAQ*1TY_iI
z+;PmjY*GVb5Fc;3VTFM9PXe4l?;U;4p0O-&Pc%F}$rZycWXQ-F5AGnD&$KouDx&2R
zr(*yjv7z)G0b^C0HS!G5>V79}RFet~TFbZ$nW`P_n9FSz@Acf!h6;BZ!T%*l{(F+|
zY|^i9aTMdOIn}ZVKf#qI9`daWEog{pcvHkrK8gTJve$S^i>o92Z6T$at@dtzy;5x)
zcvaRz+7=?+PFIh_ozvoA(`DxMg0*1noWeg^Ir0fip;VBd#+KJ;5Ki;6@U~s9riNbe
z;#y>$e7sBA3Qc_2Tb(j}6b!G~p8ttuYrD3v0Y|)jX{=b>sr~z?_tWeJ@qe3tHK#h3
zziB95=S!Ct12v2DP|f%yspF?PL3%TQ`#uU!H;14V(yvo(S6F4PljW|3+X#6Fem>HP
z*(ALhzh;NbR2El$%&DS<I~q+vxxj;HFKH+Tsz3|MFJ#A12By0_EEveMcMG3ta#EPQ
zT>3;+u71Au;2WKa#c|Ib7G>`sxP?I;m}!g&pVTFd26b=skKXlbe2lT4U@I!oW-|oh
zR3^sUN^2ijWUqrtnMKcV{$2(WjMZ_O#%~UC4)ft_2lu=kB7*#we0Mvnid=QMeBZxE
zMlVK2Cvg>AlfW7)<o6zpv3DqxioN!^?G{8lC8frHu-lRK`!>$us{Qlr<>?^_LVysD
z@H#gOtwfNX`uFnic916RPOT_BmSJsKY;*H#&>wg_3C44(ZqJO69fHUDlSncLwp|1{
z&vDl#p3hhZu<bw*45jdE&u_hKIRZ)g5$`?LIwJ>SI!dZY(Lga3q0!dXF86~w4X79H
zk>ug!<)U&6VQ<Fv_Oe)|hADy#<3?SWi;v^3^Nq`m{Hhp-RACy_K)qTI`QdjKSfk44
z^{4ORzDT-FY_u)=@9R-iYZYHcI)-)bpwj|QuR->M0Z?#iKfZ|bQ32bPr<E15f<d6D
z9K<iVkLBlsWlPmqCXaX}`$U^wJ4O^j&qKTVb=$@_d;5s%Xy(PTuOw|&;$I^}qshv=
zPyX=8R3W%-I5t|#0AQJc+vNnfaua}kFdPI<3(|^^r%4iG9&K0N3E?6n!$d~8$prye
z(|I%aS@dgV9z-_H7&e+)E31j>S9eZ@@mI5BRh2o;etC*P(K|wcs+!77U4BsF0_ma}
z6^iRjNS)G#Z6jkzw6mCpiNyStI>S(^FOh-!&F5T;!j(TM8EMroo(c)Ev_Q(zg>$s1
zu)*W122m-%82H1M)$_rurEM0CXdC2uQyI1kep7jdYQ>bSaS=9qCvoUgaTOcg?b^V|
zRq)ENgA!4+R^~diHVYL$(QYST<~zZ(rdRIyb@`C-f@e|J@^*n<96s$Zl~vMOnTv!9
zze2kWe$HF_`7y)l%=_0!o?H>5%lKTT)i5_k;!75@G@Y!dz?3H#U;?_$NPJIG+-E1e
zU5z&IA~3Pl^SvlOAuVn_DBR=t*u%pw<nk;AaevpRWch1h9n>zo89fu*HF!I0gJ<S-
z1(ypsw3-plUQS{5O72ElRD8VsLdt!NH@PFq+?)43C8VAPl+jwl@>cP>PvTRoSjYei
z$=UHH%4wL~cg{q>fDo>G|BUY~>+C<gA4MU-D<`FV{{!%%X*m^}^FN*tBw@T$A2z2+
zVi!V#)O-hrYX6MU+9d2KvA)`2KKwk3p_K&Ry$NOWmXA8UnCPJe#h~y!EFOb5Mn#qf
zHr@QrVt%Jx#<m?_a8MP+I_PuUKfHCPO!bTTokhl`nP`EL!0Gt7v=6rzHfim~DK_AW
z+eaECvgE!bvTxQ6MU^w%x)r|i0Z4JwzW|N1J1_$s3Uzgw$htLK8-zeqqt_ejUm~ya
zYk`#D>F@x8|K>deb-AqWPV&CrpUzC5epeP$`z=QhC=xiTER;rtSHLExys#d(#AhJ2
zT=!owuXg|RN)T!1UNx8|t-f!0iEFv`^*FgFc}$z#r@L;xm}k7`(<t-c+mKkbjd*T>
z>w}S7x4@Z?!(uv;J*<{1%FN?UXn~D&*w@s(e^4x)4d!9N7f{^k`;+sym*iZVr4Bn!
z8>akm$y<PvN9Zlzc$9^}0l$wRUk8U)x@bD!DF>06w2dGaQrLqqc|4=Z<q3@X<^^gR
zmCvXQoJRTCBazF3C#*aMNXwhMU)yA;)^YO}LRzQ>OJOrU)75cpx(D0nNGPjc_4sP(
z_Y@^VP_Cs9o2;-)+^K`)*OxKIIexOPt|g9`AOocszXS#5*dE;z<Gk4(LmIbvU{F<>
z6~(jG(%=Y{cA8G@4_g|48_~v9wq-sJr<NtG&H!`|(M+RV!YOp~QR)2C<+6VC6r1T^
z2#hy5ZHG0q3+88y%YocZ*RJq4nUnQL8Fo}>S?era?e|~%7DJzt+~}tK6#Cie3ljbL
z_gASQw5PVVzQL#R{-isAjpJ*(6`ZJ4>tEiiMEqihD*c4yXYtWpDyovrOcu7jC~tGg
zYTqa>3KWtRMh4wn`BGsvZA$6lX!pl$C^BLvkga!JD<(H0?Xp58lxg2vf|Aj`9YyI9
z;ha^ftBTga#hlz=bh%+v##nT_So^fiX%nVRgB!LR#CfrPHzS(r>J%GEY}m?Vw%K2#
z=Q`wb1MhyN8RKN({RBQdjCo<?8Hiir)WZYW4(5q7_JQneu3_B21bn2t+(4Wf5?O*Q
zP%%HmiAz7VZ~O^rb+wC}AeaL4ix-A9*TUfcRczF8Hl`7nR1AKB$e)wFMJPR@fr^RG
zjnCOmrg;bi24Z59DmLp|`Dm1K<o%Wl?hDTo%3xpo=m61xC7z|dEry;gA{OKo@A60~
z&uc=jW)w>?1~DDJ@k6E9JD}YOk;{PCkEjy!zCLY(9}Bbh;viUG5e#_F{O17w;Wb!g
z7jqM6ubPYVHE3GT^A=ZeEups#!%UYWb^oaIqFT}7kKvX>r%bY<rtjnS)yoHlqrEe-
z5zG#9dRTUoNPeT4683{3TNuMOdFhlC-2K**32tE<YW=|FJ?QZ4G=X*RLE=5>{{UC-
z!j>1Fr+LiyhvA)j#_x5F_<s#u#Jo=r%snQ3I<sp9VU*_NxmW)KB>xE$8K%9LR3HyG
zmisQ9dv6OR8R%ar96W5k-<n73=G7n_baTpso6xlmooL)vrWQDn2jd_w+IUkSjcicI
zH2Z0rEO$EKXGRM>kcw$#3`e|OnJ^CcSK_$!Z~E{SELyM$8)b%oAxofw3;?L2bn?K*
zO)VPwO3T&sSMAn1&HhaWLCS9(bAArGFB>8@#kInAP^Dm!N-YvJFr1-`(D>U0FdAtY
zS@Sa3neecdHc}>4j{WI!OP+kfGSHz^+@Sp7k7`sAfMe02@YmBzs@w247RcFCTN>3*
zu8S)wW1MDWAA^MSAU4qB(oB+TtcCVrq%w9+hM!hA$8OZZ7`+j{l;t;4`DlVOZT#)@
zd!s~S>J{UMIiQ#Z#ymZOT%s3szcJ46WFWoh4-6)`r+H8r8d+J+IU<yCB#eq?j4wk0
zfV!XfBv{0F%qtvW#uiW;zD5$WkFQ=01?oicOD5zRiH#e?!xB6AN$oLCH%k{^ZBrZ5
zgl8s`*>bLl`yY7pvYND(#ay$>sBNHz;6f_T8X>cqe@E;K>&%hjP({a&!3hAs)kCj#
zmj2d}s(m+-k|+O14{9n42N^WMD9k{gaUa+1-T8jCy6o}McO|^CDx(Q@J;&84HH$}Q
z!$q)5$FoZO<J)yOE;FeTeb{Kq9vy%Lf$?_+>sz9bstK~anakf|8UdNSA2LLiFXRf7
zTN9$gT&8kwlkRN|9bhl?N~+V%KoR0v7XV+Fg}`jBCBHE9Bt5o#B4J=Y6OX9n`woC0
z`_Uv>OW`%rl9d4Tosv~F9Un*xm;3i)M$d4%U5$3UY|{u;k{vZwCJhoe$ORFjNe=bm
zxu3uZ0drgPk~4)r>jna4*~3gMpHUZ?Fq+9_+oyiWF<XIWu$f25U29W&(Gb9wm%^cK
zea|oF<uwyTBVRz=xVf(X#v2O3JA?Zxt?C7@=a1og^a7Mi1VS5TQ-A7uuT}*YxC(j>
z>L}hiXW_;AckEH)nBBG2TmNgMDyC2mzk>(Hai+2jyfPn9RelHw&JhTI`b$48M#c6m
zc;vYuMmxnJEtlMujyvq##;B<jW&j)zCC;;nUv!Xmu#Ct_ANn$()U<tVbqW`^KS=S+
z<F__Q9-FlFM`3Mf__$u={)MxL;m%H*MGAUHQ>GcK2vPS?BQkg&n_L}%6B5eKn*a>|
z(-n*XpcH${=3$06Dyo?EOfVwjLxK0HT)}IMB2DALus863erL`?YV^gw{{&sVjqT;1
zahM}O<)4!l+8P;LQw&NZL#p}iBA&0O#WQ8Vl;<?7Ftbpp#W>z>^seD%5S1S>>m%)U
z*NthL^$xlZOGO|y01CG2zXG}iq7;*V#x4H4a&9L9pfOrIr*=wGtU?;*??7IQ6)8QV
z!F+I&%ixDXR}f}~phAZUzo<Y+J=#usbAm#L2+0CkkNyYHRg@Hq6KN9>e>L^@a2||D
zI?h9s><vC0m-VGQ{ZEMg@5}t}-XXvp4EO~2m#xR0gb=cF?}_`?P2JHiiJWWv^aB-^
z@DDXDl^>36Gs9rKpZWE3m{$nCjKqk%lMLG>rAtB}@#obL{o)DJ77V2+Tij30>Utid
zohLqw#sl(!>XKlzo$aF#y5d=w3_o25PV~*_g1p--k2aQ@Yru_k^j}Ix{MXJ|AY>pq
zQ}_h=-`=4v1HupLD?VMK!IGlb>B3(k@;y^LbH0k4Gv*U<v;IY1KhDcX4`=X`^ZC6R
zzJ#Vn5X!k!j>E5hMD3LnXYDgNF4V{G%{_`W4tQ(TNWq=vC;3JGjj0z*JNNmyTsO5c
zv#Ruu3%N_8kLO7~8UWfvQpy8PBLLsyS%{jg7<H~M=DEang2qpD=$T80!9~Tdsb{hB
zbxd_sv#^z)#WN=0mJh`^@(OxXKt8<Wagf}1&gFE~dMRu}1cj0o`*W-bX!CQ&8E}l`
z?^pBA>1V#seF}FPH}RcR0sSyeJu2l3Fh=adf~viA0(i;1pGpa%Mswz$%%@WetmPf`
z#lvVjzFFmDD~D1QAy-ez%>%OC-*_kuwXEiTC7g8I{DaQ$&e`~>`K8qqUcPLgoo%FS
zrLC%xEr-10!^(z3f<HNFQ#7wl){$iJ^1(H;ukSq44%9!1+R9feLv{asiSsb067j4s
zKhwm<<?-N;;0`JGk@`qRf`vQ23(FOc@bkyF*a3xqaP?DZuJKiPcP+5^@lzm9hRsO)
zX2H9<G7z?<<@dY4SNqh53j;LKxR|zU%t#3ojZKIz$~nkPf9BlDUp{4^Q{}_+$pEDd
zo3447^*ujNoUrg)3-rqM*^oyldy)$`e2sDR4>}IT*{>hSe*Kd&Zm~?_kQZ7~0Se{h
znLfcMOPxoi5>r)WM|kYZ!3i;EM`l7;#E@IpljNiO55$da_XQRdOlW8N1`yE+VFYj2
z9&(fsKu@tAY#+C4r~N$to}GB}rv<Ii+}xBowU3+)RcXZQn`M+>Z2NQDfAS+w)4sGz
zu_&DlGL*KI;q>SWqP0*NPo8_Jf2#~19i<}v9=E)u5cK{<^7wnp8adT4!i?08L4Y#j
zD4{knNhOeVtYgz>Z>FGkwZwH#$87SYn1(CwOK_h|Zr&uE@%HSPUGgre=jV2s1S82u
znZ<w0j-Qf5gV|IoZ^8&G?gd>P6C<>UWPRw2Z<9RE%jKz2zxDA3+Y=aug3@1nkO!0$
zbG|%A6K8m3z_O@V9W-j0RG~{?aK4f#fb5ZHZ%QR7kJE<oO*s9M<Sccap;R2_zP{Lr
z_g}li{xyDg)0LLLkM9PnO|i**>_Y77;Sk_=0%s`Rky=oSK4t<)8>)!u_O;^of}XNl
z=VMwNiYU|@G8GxGubo-iMCjxBaI|}JKQZ@Z6pk|jAzZI~3tbM|Q{Tty#cbR>7Ghsv
zP*BA2t>HUz)9a9;Qda-4L`F3Ud6$`fhAhr6JI<25<uWL(QO^o}Yjy?<#c1?ZMI^cT
zh3I$AA5#;mA{F^P#h5UhA1Ibf&tiy+5g1GsO-VOt*7NlCuEm5P%8aFRSYZGquv$K7
z70(pD9fGf9u_hpl({Qlfsqrl>Uu|HSC-4J>?Bpn8|J5rn9s!q{l6Ha3#`M=yG|xDV
zWV`|PQfdNn5TQnktshtwPoFf;ziL;#)A9Y#&9gZ)BPo<9YILB=I2;*|THNbYu?0^k
z<L#pJ)lo<lZV~33(EE94Bl!lQmy|z#)}7`MYpJ*6GiMJZ(@$$2L2&5wCL8dq=}x41
zimW)MaNLi`DC{0}95ljJThsWB4^X6*@Mo{JZu@q)AVdbPs+Lb)tAH6WR6=oosLjj;
zN&Rpm$bO#Q)3VFp!#h)<uhgnd#o)8~Oi`Hh&uRK9d#pDl;I|0ZT6(wQJ$6Z+tdM8@
z!t~&O*CJDWBZWQ<SeTX_dLc^0!QbHD6B+m;)5<-_#c6hN=B1OquGG6lk8JU8VmjJn
z2ULD08Q1HwlfqAe{0R`aW1|*g?oa=5#SYH>1g51WminCL#r|wZAhi%->o-<~70-0z
z<sj+0QkIh^Qsu@wrJ=a~u)T?wF7S=`eNfcyB(o?H=%m`&6---hpN*u;e4@TsMT8}&
zT?Qq>jk8g1oZq~pb{s3{NH8!5#uI62yni9a@iifq^Gmn^t~zm-X7LrLfPaepuY(8v
zx?JX%jwv3V!Nl{pCuLXZL%C0w{3PS3`!ixKEN|kJwAFcp3v6|Iui%-)<6%_uXtE)Y
zl`A94SZh%{um7CMymSg%z5ll<hbzbE<VG$WPCyqR4Pw|{NUU=CLr3n~QmQ=;I1!rH
zrUQo?LmnxAaYuQ$fQ5KW9Ascf%jT|dOY1+IA-GZgg%DFgDRwupzs?IKPd2knipppE
z@3uZ(SJSnS*E2_@Dm5bQ#}C)ChfF>p1S_u>1*=WhZha;EQdfA-?d9-KlxGR7d9E&w
zt}3F=wg+jTTBmGWRe3GheAeb9nqA`Vl3Q4r{7+wNRh6A+Yc(xuXY%u<rn4c8zRM?R
zPAoNEj<9b|vd4M7Pvm8)NVm{1;xAtiq`+<pr%A8q5po8hv-wKwn<iAhh8vvq(TC)&
zmiVsI4$<oKiWzq*=$Y@1XGj2GIV&7S2pAzhHCWFOfb&#Kdgq_W4~3^X+=6rqm3K0U
z@)|t0mh&zz%4eDNL#CLgDwhT<x7L;;dab&*8KmllE63|<W1K_eVgncO4;zPxOMJ*=
z0S-;-48-HvV_sKu`<sV{v;u5O^p}^b@&~a;e+DmU`7^DOHfembSKsVY9lGvCHAf2M
z`!2?1L2V|gP|E)B{;M{UAl%JF5N9)mmGv_VVFNy$^LU2f>cnXtCdr8>SpaRIUR6#k
zxY|r`?F0SlLsGPTqT!$t&}g7>8k`H*>z2y(%n|_;ALr^bYuar;k-^e2@~Ep+j*D-|
zWHSKeLg?9oH^LkPN9Yz8jEy1r8WH>sMsCKb>5JS%;|?%xwQl3O%{-XHghSyvKc0C{
z-#|MLJHo(d^Shs9r>nV{tz{KdcQ{&$=fHR<)wtumq4^>dhBBAfcX1f~AZ%`s>M)^2
zg#uy7yK2C26dI!UMUZJOwTuQ~Kpei~;$5}Fr0~oA&%O0(75RG^f0?^ZQr{Nl5Z4&I
ze-k?Nbm748C4|b6DQmtqa0Nf~W9-sf0IQ(Hnlq^X!yr;QaUY^nh4HKyBbp^E#Mryt
zhsK&qeR*xmcPfoKY+11Vq|p_JpZ?Ciwkp$FR<w`O#(t61%y!e25c=mGHnHrz2ul**
z4*r&n-<=G5-n$f=AI#W!j|PKVDn0)L@Ry&tSUqd8XDzwuo-bRY+{?Ny!f!~7D=}E+
z`5%D5Rjn{S`8TgHI3ywb1wybi)wlV_*1#r-7CgDaw84evij~+e6TwZBdL{MCIj`Eu
zb7qYUA=EBY=rl&9N=ROz`)jJ_%wwj0;4(%9z&Oax-byvt>-44L-L+qWgSN!mlas%k
zv+7A}T*78P%TqL>JBkC=p`sK7cGN)WA0u@=qgAPXaeO=e7lHPapjZo~SMLM^Kfhot
zuEFR89-kfY2PVJ}yU~A%K+4KPa>SE%+2pMR#)#{_JROPV-p@CGF&w@Wf5i6M*%EV|
zY#~6trw6W)4Ey)v1OD|N#_yrr7E!u?Dl6)Ys(9>64n9bN+jYjAIyFsz*!{6lQQ^KM
z1J-t9^}jV70V-Wo3}&~F!S^L)u^9;QyqIp!xfTS5La4D~%wmMtj*yhO#OAJr+Uww|
zLahxBGi5^0vptA$X?dR@KDXG|Dlp1$`!Oh-^cr>c?JUqFuMq&~)fZFa$CgF>h-?Hu
zdN02vX#XkJ<+HoS9=P^e=ITjgC6ReFqp;8XG&h`v^oVrUYSg$Do3N|f4k0eL15aie
zi5(Z|X5o1Bsi!WK$oNF%F1b&VT`B%8Te-xBLpib&;=QchZTFo&9H^A@XDa?cWBW6|
zw>8t2@B3h_0xR0r%33@^@Et)uV!{_v)KojD@vI}i3^j&%I|agc1JJiQ-aFNJH5u`)
zZ&dUB*RxawbAp<oroxt}^4UThsjMq26^F7m#tR&6KMD7j*haFRK|lIU-%*;v%P1i2
z?v|Ep8Y{_@rai^Xsgs)Z3*&;M4`&YQt(l+@hI`x8Auw_~%(_5;>iBrGhTvjJoU+^Q
zy75v!^Cd=b$6A!f1XCB))$wIaM*uoQJ=?qSTKXLI9o>2b^k?s%s|%?_@Ep6_FrAFu
z9&--jtK_wNHy*|!xW7;h#^U(zh8j{PwtOaUp;1>3dANVXLGMvh^xwIMybH{xP^S>0
z%iZ;`y$c}odS9kj(}s2w*<!d`0!G58{2d+XLh3&Tb~92hiBR`ACo8jI3%@;G7^7NJ
z0eKv~dGjE>zv)~BrT;OzBZ6Kw^&vIC->UW^Hcd{0?K2Y2CTI$$bWqt6h2Lpp<u-Ty
zyZp=L8F{)SHb@OOSYR6xz;>|Q%hcwRnbi48?p)f=W0@vy*FcDyQ$6JZHoav|u4@70
zv*r)@2)*8~W%(7`&P6+%F8mH%jfnc}S{?7OB=``8n8>ow2yp1={MqowgZ(ND@tRNl
z4#i^9GcjES(UmM~_#a@>)sZ`bEc-)7Q&3G5eeye0$xA;K#pBb~+#(3TWfaSK@F0@s
z=QZ2@>7EP4XJ&}w+wVTpZ!M0)+m}ec21*eM;UTkhD(C#ZF*+IxU5?WJOch$A`f7|5
z&97&NtPakmdS5O?^%bVNET%%J_58rlrr&JBrQ7S?C+W0?)h&%5Qu_(Yb$tFZ$DA<i
zsyUnw0>szSLX9ZvcKR@HSsJnA6dNf_lt~bM&<0goqU5o%90hVTpH?R85aQvm{L9tB
zu)ZkQ#Z5%q-YDiXDmr$tvt7mOK7Xkj1vJr@ji@qsxmK1Nt88EG64Y+Lk{8J;|9<Pm
zO^<4IBT;rbwGS0bON;CaOl1oPNY(}~rQ0s`peGXJruda-Tqz;ZTN;D^iF|h0VD@_i
z%i}Q%p4A~v^#?Y(1^pIQ7=Uy=s6gWZ^CC>ABq}2)j1#jm)V9BHN&4Dxck2AR1$qxl
zn@(sZ|LQR;Eis(!l$=d0<K@i-F(vqN88;ax;}U&XqZN(;PU!DGwt5(x-1k`HVMs$%
z-;>1x+joLmxs>k5C}F8;E<MF-g|A`{IHM>lqhyOH90R>u-k!CQzNXR8QUT@n%)to&
z`485doPQ><Me>IWIdb@HBmo$iUd3A$rH)ZNpsxXhQd2Y-i+gKpi1vQif^%NR>@#uw
z-d`2*>yPz?h8I_FF(tv15uNwXq~2rX_gArdEh?{b9cJo!&=@&FbIFquLz?0wQu(g_
zg>;WJ`0h|rn~#~@x`&}ot*7@H@88qkoB=sL?jt0a9YPYq(Z+o7V^E#q`RByADhQbE
z)su%%O3`J9>??KRpAWr@Py}--*}Izu>2=V@^v=+ROQ)2zrGiCmOb+~loqe1nwxXUd
zX#|e3wXD!mr&&FFW@XNtyz@TIz8#$W@&WJqz6L{2sNAQ@48s3^RGnp1RDIO;2N+7a
zr3V~hkPuM18M=p%?vU=1bm)d*D3K89MnI&ykrpHbX=wqG5V+stv(~fT^?Vo>A7Iuw
zi^HD(zV@|$*RE)?@#`~(Mq}AulFPvkqZIg{^~0S*Gl}XyVIq}pSl6e@YSZLOL4wpb
z(P89!{ljXcgkHc;Vd=U)7Z<;Ef2X6W#j*FbU@ocp*XMc?uP-5&u0GzsW+4+j4A7M<
zo&5Ktg^x*l|M*|rKCTvq2!9T0jtFLrCv<)P`Lg@)@#?qqSEM{UVJWZK(3s{A8aFcJ
zK<v`f0OOfgtQG7}<cq3A`8@3zLxR@M^q~#*)@C_>x_>^8mc?cnup3)8#_hG&vA#}b
zKtT04)#T#H+5NZE{AravGFpS9pt+wHL~BUs5E?l8zWg7cm>kMnc|2<EZ9!7Ah8}qT
zft+g=K;0(gS$rD@z4xm{|9tn{$ZDS_Dv7sPN$r_-Qbb9Jj4v9JPQ(f<j+}z2%DDHH
zc-cq-!pLasc>iQJvmT@LWvdLfM^E_E^oSKWzo&^}D8S~SJX{8m<%bMhdizat;2R2d
zmA45|V>)uxf06h!y!h7Kva_OYKtAw!yxpciiGdn8e@6Oqx$`rh;xXM9y_t{V+HwK!
z-h;|7Nu^d>=jH!EV>DZ*`9_YzZ2g`R^pt($1~ZfBEZa%^V>{86rmP&$(h?ljOa`Q{
z5`5nKaOApG$8qK^yRoVgv5AiWpYhlcR=$3R8Vv$RRy}X6-4+lO;Z|7Y=jSEvX)tm!
zjgy|4>p^r~s3Rg_s`kgQ`83!of9ZDh=Cq<-FO#zynG}Di$ck0w4#?H6Kue-mm$&cq
zBxB1(T(U#lFKR)>65d2Y&3E=JK0jCkSchMTLQxt>J6=bKXnX7?1@sH5SuKytwxsZ5
zI{za%l&m$LHkfAqMbVE4)bMBHQ-b@f@u{bkAhnjdvhIu6S#HX{zB@n`yOl7&&jGgN
zY4?wQeI;EDPoOCKuwV2h+%G8AeNJo9K1No5AQlsD(#=~-j%PjmDz<Iu_Fh_g42BJL
zfBv|ufSKr@BFN<?9@9#i(YR8z5>{91@zY3&C-C*%k3<MP0Q>C-sKxuFFD|@unh;4e
zDvie-^@S#9o3Fp_d3o`ApR6SwZE~-Wmmf8;#W30q81{`X?p1R+Q8%Q4?M<F^aGUO1
zIb0p|r`dq99H$JM2b|aNo8wQVXx*=c`)^G6ezQ|$G`WA)ZS--4#Q$o(c8JlEAOIe@
zhY;zQ5m_c9i@SUGt7hpvultezYm_&#zLRQ845BL#drzJwNHf6Bg0EscpOcY}&f<dM
ziQ+B2Burf-PLJ5|xyt2hhJ?ZngN|1<ja=u;DuRZD$!szN&Jyk40$e`wGj#<VE8pr0
zs>UH(<cLN#ziO<j+DiOXRYf^;@?A6P1mD)j778wDBXDI(izF5?eV#Y-`?V15f1q6Z
zPJh0^$@!DyIlp*l!SITOM7Iw=(<#YQUUzZIen+xYO*AF|rrSS$ZiU8o97)36L@1d(
z(bpY>At>V=3DlyG9XQF&cS?#)oOi`?mB<lhZ&%zuFgC@rH8~u(mYjO6nR_;VW_Jr(
z#5A{FNa$%uiSFQF`&f`@O~rNkRYOkiepKnB4EB)#KZFr8?(TAYuY!GhHQzS9D=)aI
zR-c;a#-bY7<=eI%`-nezb9Ugc9YZv60nC?f^um2fsI6as1L3m&xY4ZdAF)+WKA0xe
z`tSU52K5$MB4d*qcLU2UPkL`oF+fPs^UGOwJeXqYk}msbE>~~~rA7w-Q*`|#bp|$;
z|El?fe8i&|D2`@6heHRMKM|E}$4indiD$>;b8ID=+D-Kc${tfvc~T5Qqomsw`hI}b
z!;d{K7q&e&nyXo~^XAF(BIBJ$+`KnlC>8#$jkjlNdX*~inED1f+!Z-5FwR#W7=EOE
zpn66FVbU3Rtm<5@N1k>S$0wv?c@wj#C1eN$^KhGgc^vcA$1&^8V!s7d>b?EshxNMr
zgbEptqY&>;E9+ydk7YAIW?<3{(3AQ%I`K+w!a7@5rn?ses)IxFe7{#%-U)%k+Y9JB
ze;=Oi)@XDFbv|}d=s3aKKg{c*wyMHiAb1Q_$NZs@B96D9m_FPI1nPnbH$$fiUcv#t
zWE$xJ)bREO{+`FX_B-n@!`1!zGl@Xo6CJepY2DQB6&>&?N&Otqx@E&Y{zT$IKDv2I
z$w|EezALFoyd<OZK3t0hoa;Z4AZF!E;hzkvj^MOGxUvdcQ!B~5LLbg)bEhw^-0>D6
za>$}^FEsdbrENQMwavRb;=#j~I;@~y_B^y908-I$!X~3kN8IpC78?(E^H|`8+$QEk
z;-xY)Hgxwde7F4A<Tfh0KB8o#8VlJuxa)Xm@G0&bY<{r3Ilk#NOcm5dqgGo7`>+6a
z6bZ)~;IU^t5A+Y70j^vhxZ{6jPs-@@f8zGj*Np?L+~H<J%MUt+0l=2<Z)7?lDX(Ui
z8R2{{nAGs!uaJQWHQ#LXazAcZSAGgN>$!3Y_-*Y2lQETyXyGdsh7dWNNp*TBJo{QV
ziN^^I{iBqkRE;cGRYU^O+S;*@1v+%JcXzE!vc=>hnfV=lm)Sm*xi#x05@okkS@!3&
z&SA_{a7@Ol%S%AVqok1Z_y_^um0-%jvKonEde$fW%Ho(ZXH2K`c$6l&xj1`!uaHrk
zhUq&$Cci6j!myqcUrZ-s<+YY%P>JjnUin-s)AD$;)jU%D%JT|g5LKAk1jC*!h6#g7
ze<Umo2;^smz-PGNC6n1c@FtiUL#8EGlJf4^#IH4++PB~%#o#tt#T`(Q%U38cK92Ge
zIKER*<NZ<09}6WM8=LlVA^w?5Y=76B%KnmVqn4LSM#s8J)d^GS`@uIBif^I#O9%>H
zOOUO8I{%1)euIULYBoYUu;I(Jsj#r$;XLWRb<Q16f2AYy`E6?ISSETZI|F3+r*fRt
zIKDvG9^OOLOC68!T(<vOLiJH<UsV+tT#df9!?muMz%XpjV1X2e;S<}K{T_ujDF&Ca
z_Bf88CLRZa@M-VBTK-wI$kxoKeb<^#5l`7?IX>~)M{<s5NlrGBM?;a@G>^n!{TRJx
zOpwx^MS&RNz8PL0l(xMFDh?kkrB7IK?0_UfHy7@3=rE>f>9Ln^p$m&SvDvLPZ7ZN6
z2)zke8qeC=DY_%~7*5Z9E<s}rYi;;jbn>~rpXy*E%XsRKbL|Df;K#v3a$3)@n;Bmf
zr(C-DK9g`?AD?<L`}KMV77vZDtccIZ8HjTtFL^dW{!>QNrLg|#WR;obOw9=0a_WQ|
zu4HpkDNDrShTuf}XrRgcyWT)=Ss}e<K~lrdY_mbdB1t|jv9l7?RdG1m$$uvlnqq-a
z1dOLFuAL8Ep4edAh2vK~vc!w_d|R`Ra)$yvsGDns74%A)tsh*0y--#!6a!u?SGmVy
zZ=ehU|5g7$>|mj`<2kJ$X5O@C-a-so<AOipM+rf3NW4fmDgU-Lknp-i(dHeo*xgGh
zOFdR=VUeEQhM3&=Js+??w>3ea5P=_8f4H)aVv{AY8VQP&Rn_d@IgcZx$l=fXQ0sXF
z&wd<zSo}g3OQ(+GZnL;Jsh_}izni5)7<+q-r`TIEBucqLhOgnWr7m}wtElHXw7{^+
zdnc#qo9CejJbm+*ELpZU({<%joc42`EoyV4S5J*TBL1*^!>tcd8b<T<PDkvKmasWA
z8lHSJ(V2D+xjJ}3u^_)zZ2D#(>YGS_-aCO<&WcB7JlylpBs*SJ%BW{TKIPO6IAa(p
zR->?8DA^i~ayv)`B-~?S_E?FuIOlJ?s55Mm6Gm8^L;)R@#Rt&2<SukeCR2Vn_iuG_
z!U?y<aob(JLwt#tY5o-DCQCCBx-;0bEs#PNJex-2#tZ2A-Uo^Oi5Iact0=M@FiM<+
zXpP<7aN)B>^@}_8COkWw77kB3A?yFPN4hvSZ5d!^z@aOtoSCC{K3@uW+GG&3`3EX2
zqG-A+50<Vk0ihOjXQBAv_(OVa2crV^6Ds(Q3N}rmu?C8omH3EoFVdpXl%ECRol!wA
z{<!vMoB5IS>){($IFdTC>nhje36-kim*=-Fp^$mHrsSAv5YUy*uZJbSIf5mM=np0Y
zFKH5nKECgtb)?)+8i~>OWLXp@vP9ACdxUFM9J!{vbP=km(6{6AQImAu3J$ltHyApy
z#rI4&Ec?P|6V}+zyoEixWj<ZCYxUTAZkd5A)~_*E8GOH6JdUTa#FYgLeAj?bm63*D
zlN`kz2`-huV7<SV$L84eCB{bQ_wyv3xKzg)r{JTguiiO`UF0KK4`s3y=S^-o)BL_P
zYYnlKSEP|8_}G?57}!IWliZWCujcv4%X6R6jw5PO+lA&w8@aoS4bIm%-;Z0I|Lg}j
zxr%+3V3B@_`^K}dr$?5^@8_E5toc>?I>EG`gTp6w65q*wVKPGp6H-YlUMMDf1WSa7
z2rJtA!sa;X&r|akO47?DA3I=zRTU)~IVr!635!dMJ|!z-JdUQ}HEp%_m63lNPl?vZ
z;Wf%-(cPmOe>t!QLC15$r)d@Qi`1jk3fP@g9sFXs)Cc|qA_~d1<u0)O!$EEO%!_iK
zH+`m~uVAN;;tV!u!%}QJR#404JioML*H>m6Cd@xAE1qGvGh-Wdj#NfnH}N_uoJE89
znl^$o?`4ikC!VS{8t8)c!6@qZ$P!Maw%3n-_g}}j9=YJUa?QJa>EHB!_SX_u-;X*s
z+n7GZlK!-RF5Aw@>e4YBqfDoMH?XXDvQO}prBGDp)Qj3d{STeGn98pzcQa8Qlh7B<
zX5hE(EXmN+-SoE8y>okp__j*x)_6JX)TRVn)256a3FHiq*VhW`BJ3@1EiT*qFS^QX
zTxy?kka3-tE4!u=ez;B2wo=oQnP)C1bX(jwm9Zmfrj;(5dU0cY{Ei66U0wwRBB!1A
zTzUhQh((PT0+rkB*6@Aui2-a6w5kp&yxtqhw7K!SCHj4}xzz0O<b02-slnvX(W)E$
zE0;U-i4U>;oAntLi~V2A44OTdRhv0PYjHhr372JX81R_I{lakLdUXai&H`S4cF`v^
zQ`Ilugtg@vyV=0h%rt(G(f7pBOm5;YPn1vmc%{(Noz#4hq_;!G*>3tu=CJ(cW@uo1
z<c&Sly}m_~TdO~yFFU4PnDuX}(0PZ?BfBCS?y_1*>?J1rhI#K#=Keoa=c~ae8BnUM
zC9b4G>)jTuie=BY1MC<R0`udsv-<2eRc>oc%=E!esI6r@Yu<T>nRYyJ5s?9#Doi3R
z12r4ghfQPYMkfWZ-dr%$Hqhb|_LxkKFOKo=f>M<s<S*t-_C2>|Zu=LWOPP1^CpPA`
z@tW10&_&FLrsW{bXC}0K62IbyYhgEToZC;-${Dec+g68Tu!VIfdKBRU&U;~HuY6aA
zx5h>g)OK`OUH{E6?MADU-jQr9F0`pS7hU`(itzDDTcOV`mAyob!1<0^d-%a#-Ta-+
zdi&#^wW%LhaGI|6lm~~`S4}|1)LL}HPt1#uw$0-bWA*4ysSGhyjwvozsBnfBrRd^k
zU8SJZ=Kzh(F@pbTESyx9#(Ud%u4lcS@73hLQx-urs5RlQ#3fvo8b4$x<uoKv=**>{
z;3d6iBQsG<qKuXB2&*ZX2lBN=sQO(uukpZkiy5%|jJvq;byHp>eX$_wjyujJlw=1i
zfkQOY>3G`o64KpYcAjvOj5SJLn1H5fAX>CQ>mgsn@&KV?CX*vY0EGFZ?dngy(m%Sz
zKWBaH8|P|!t@b^!l`nw10^Z!yv+!ceB~4$|*?e<i=&#A*b~FEU>#ychcS*C$eexQ$
zZnabA{j#s8)iRGDjr><D?xuIv8r#m~ViFq73_1pQuhg7_gk@gr1YN{)^3SeIo1}bD
zV3_4A@JMkm4d?|_d|4qe<E;tdy#-No+`(_9kHG2t`b~})#ah`##TZQ$Suh5a8Hr1w
z5_LSP@CYjqIMJR`#^KE3IDPSSOnvEz|Bh`i768XiaH}ZWQDnlmC%6ZS(|AjSAgSBW
zyi(yF?<^wDT=<@!jOgn;6-d+7Jha8N5z@x?Y7&hLbYyGH`y6i%W8(rxLEH2)D9g#-
zV{^+g3?DMA<8O7yr9j`#TrGPbsQA^n5aF20k6aqDa9J#2ii4I4mWj0@6g$*cRmjDq
z^_SVn#v$nweH&vcL}lHJeQVd+AkO^>pS@czlD!r0U%X74PBuo7^J677CKcA^dWkzV
zx^g!=tsWKSCt>8Os2<;4p8o7E!XoDiG!&-PSedn+TF-oq!p{u*o`depUgllw-J>PN
z7+3S!<qrC)hDXjTl0uSg?7QE5FS2*r_debroS*RcY^QAIcSC$6N~25t^hAoxn>aSt
zi+xCNZ!b*`Aovvej&BY-`&@SLLdLCcuHMjTzMPcfD#sDp1>BW&?Yk`ez6Vzap>)?o
z(uN<L=L{*HL9#&w4q<+&Kv!WYv)aDjQc#zuXYP(w@O^BXun}I>t$2NVId-Hl(vskO
z7Kf0rzx{g?&}6HYCKL#7<<$FHUczcjZcwx>>_hxE4`Y@EaO<#HWBJjwOfDS$RJ5a}
zkF{=Q_UYd*)z@ShkvS=(x6gfc#m0JNJVI|cZ25y}id|1VOPb+br3xJTkqTkOAvnq|
z?-^&2swzIA_fwIvVx*d1vk<d<w2FcxVWh6IMxWh>jv`swg{m4SZ9;>OYH$4Phi>1r
zn*L&NWxC8mf8?lTrcbLpyrWp^q(qNa4DH4*hodJ%f)mg8wd;>^=Dt5IKZwNlTIJW9
zc3mPz#3{q$5IS6Xg=AcM#o%#t>Jhqxn;hin)^><rV4@-m^L>$CGN&vbA>@=@-aLy=
z%X0!R!Bpd1pNBRMhZMmS^uB@9*<f4*1NOy!b7s8)Y~+AJ@FV(A7#r4TO@B$4hQ*Jz
z$J<(WKKs$gI7Gn2cr`2aZDXpT!6k^WXD8~V7QQj+XDNET-24Z=BeanGF;AfO-?e-3
zl(QjNf<u~eiPb!pPmY(~+%8K~u84m)hn^Y&F+s4JPcIgtq5gHUfZw}xf=w+~RKZ#2
zpe#ga+SML|ONYc}go1WSov=1!h9>FxwNt%Rg#g%NtN;C$sJW^sN(K5|$(Mc=b@!!c
z2A;v_Cb?#_7^(cF;#0L$-LJ&nm{<l@15A~v+V_ukK_31jbHkbMiYk?xd%oo{99y03
z>=4GIBdP|Pz9l@~O3ObJos2Ck7O}=MUAs*&&F56R?iO%aJ0(B)D=$E@w|Unx{kw@X
z8mf>u7=ALBm6^i|bj8nDS@FQaF?9u9?0EH_c<-x+ZVwN4ND=9c0meLF&6_U8kOFHi
zN}^V8z*m|>GT3t0bV!VZQh#0r1w9CLx01`L@VJK=ENy&{{q#2kbOZ0j{Kd`3WX_-i
zlv!<*@8o@804s#$5{Z}DCf-?I7;fG__}&iJ`A%BPSl%)LH^PA=rC@10&IoU(jAL(V
zTx|{dA?szx19NHW2;c*ekO&sLVjX6wwv0(7E`k&?<#+L$4ZTYljxpy<2OAc~d{6K_
ziy!o7kOGuyS+dIyhG#&BAWP1$QE}GBiU*0l`206bo>-0@kG1zMATVcYyc)^bo=5K%
z+8My3)Zuz)Q*zu8-G?T2_+@_`xXep930F>mg#7#<#~`hdTe9-<Q;IuY&~I<oh--7+
zfzrDx{{vv6<XH7>P*r)wA&k#>ji!kpD0JMSk2^LbI(cKIw%xSAM>Upp#UzN}?)fkF
zUCv>&AvFCxqjD^0@W*Jkf5x@HQ+z#qN4Jr=tYbh?pieZp>7UPDPt|b#8sqksU)g%N
zR{kc>)VVbA)9%Ah--~kvL~6*497=g5hb6kBv&WqXIFUZt7+HQ8h!$(uJqkJd+<$hb
z`9|evuLhC+{m35GszB_*+z~DcDg9D4)ZA*)+v@JFQO#N0^)?q{uWOy?N9`h6#s`%S
zCcnKgb}xz*Lt(}l9>!?aj2Z5<zx$46a8y-;fu7&TULg>RrD4W1{;`AoXQr>SX)8(w
z$cqyj+0vFFAh)=W%eEhP#^g{t7tr)D@s^a1yQajqs%>v+zjw014;-tPwz=QK1?_Z6
zsngpGC{f(<3IsTjDKW##A0HJj^?0w*U5eI*B>WY9a`jomkXSHet(>8<v(JgG_|uoS
zI+!<^pn$_wdE9~elAQq<hi>VY=VcNZ>HmT1_tbEVqdz@@0!yq&T=BxKu_b)<${WWj
zW&5|`Il8gLHz<mw8d*^}uTpIuFNXB-pAAR!G$*WHf;BKig_AbALP0AB$F!$-lAiO4
znBn;hA8p*;Rj^#gvu(@0k)2^Fx<Fp!Nge?(5*p7u4K;|4B4WBXJD!|bH7vva;p;Ax
zM^N~#*g+6B56<8WA2SpC4&q#mb3*TKCtXvy<8Dz}c|%n-g3;n{U+PVxCe%@wqkwID
z?*o4<%Y<@(L<-i$sLuT8rVVGu<&V!xPeP6l7dgwvd{!Mt9DjG+`^59i@go)}<KjN1
z)+3rypTi)eub)}_C9wAP1OYoqAKa&=tn3m$(dXnkTL#|kiM(X#B}L&uy>8^=tg)CG
zJ00h0idxlBhRbWmcs7?(&$Q=2lSau7eBGvrY_deaa#mm%r%uBYG-ba<U_|+$G#C)h
z^dND0lC5@ooN*+}Ea>msl@li@0$eaPkL&WZk8^i_x&k`&5gz6k7<pxVT+_5GRTv5P
zz9C6gYYou)5A?!~ZV~u;M{gFkd*JHAH`(8Z*YYS_#3H)S=P@xcmZ0$O5OGIWQDeMw
zfWo|Y7}i<wA4ojwM9VI0CV4W9^eF6Jnz+p*_CL^t)o}OmJKg_4j8e~MS~sQdzImSh
zb)ftYG^~~M{Ixm7pHi9!rj*~V773CSDStJVVGoSU%fJ<o4g}mEfE=v-7LMmiiUe@k
zuR?CF6$+E0dT_ps0vbNQyCYUo@df-}B_J{H1SCXATL01E4>C%GyrD%|ZKms;IUg3W
zwv4g>`Qvk`pRs`u=fg>IUm@px?2OvHCtJf+<w!hGz*AOk2F&5KIc@yTq18WUvG^SB
zA)T)SoDh8vW|E@6)u~Kn$gEx6$#(42qgokPFMjQxdXGKE0*T@P(#5QD`o>m&mXQpR
z>X-~C6m}#_i<0$_b&Um^p#4e-;s_PfxU%aVK3sXv_V)FFDynI%&;rq*`k5GA#S74Y
z1`Z4N1V??oF1v>ZrV4jl)Hi?p_EdokMw$4}%DVzabe88rlD?Irn=YJ)uUsDu?+4}L
zSQ6MhtP2(X1JMQj5b@4_@m6F+nI7*XScxPfPG_pj5D$@-k5~~>L7p!>Z)j5^{mG$i
zQ&tI8FD(#&_l%>PS!AMFR790o|3-M)?~(SizF^u8vfPH00QJgOPZo=!FuH`Nw!7;5
z{Pvua7wbnRh8Ph`9KiiJzqkG+Yt6^LMB)U9nNN&W$axmKtJA=wvbNu8K821uIx|ZF
zx+$diIbqx3DI5sNbC;t-2!VvP3Zx4RIe9TT^s-quz?nks2Ky)L{%>IIjQOkg(mT_|
zpYgk1UW{rY%#KIIAN+vb_r-<>3te{-YJi}h5RiYuXwkJFsLYGEU-x+sDRb~Q7s!}E
zZieLj8GBee|EB^&-bDguapY$!(QiSalhuG1yM(WHIVFfRI8@spy2%s^Yl=sry##@0
zl{K<bC;h+3L|LVIvEjxIMi0F>2k-jDeM0=77*<~RtDPw_%;|&KUNno<6oEA(7O>{?
zdC#j|av84~59*2I%{8&r!H*p2W=A2xtkc>S{8$qqm4!m>^x}>?o4!|gfEijlM*z4k
zfJzdM>4U6y6drL3xwnl4?*7o7Z-Jxn;GVW%3;UJj;#NO8WDm{DmLP6SM~;1Uahrbl
z<rtg3$Eav2M`bMV_2SgHchxds{LcB^#<Z;P6vpvQIX;#wke{K~Dxm@=vn{!k;`a!D
z(LMeh`xTa8C@9!V4FFdK8$wRL2liVc;}XM9C+^y7+?~SdSJ!@KgE*8^@h{I0yCX^Q
zw?%#(zSGRo0SmL5gh_@LkdY(OTiU<g{m9&#Tz5A*R~_?pH}3)hLS-c-tiId?{Xl9I
z;Rb6FOMTT&l?Z$=E$R_Ul?AtMU4=Z%%YqFdnLA(lLxP2oZ`K)uw8Qbc7TrQ?Xhy^a
zA|neZoXPw5H`VQDb@UgiSu^up<)WtSk%gdEE?qn2T@|a&!eY&Lofk)va{U+)udknL
ztLe=C@t&$8Qu)ans3cOnK^JA06FZru#ocAA#-d9;Ix%Q#Cr_jmKx}{9tjN+Y!bSPk
z2*0XI)hn(-%c-!Q+~Sk~0|Sag*^$dgN7YcR(OI+uz&8C<-H6LX&z#QTxb7xi3Z?#U
zB_66XT1%?j@Ue)cXklzl=??v*9G-c_TSfdxt5Nk;gA&0^q8-d)NO&*c4Qsa}t+@cn
zK#Fk_jVIY_su4&`#}X(h8UV4T%9GnuB8dt<qZ_6#w$u=rMI|s*Xe*bFP8dbN|Mvy2
z+k`<W7+eH95(?b0C!It}Gcy=7Nfg+%RlV4qN=h&ne8xdAS^4YCdd*6eS&<rh!8n78
zvacG(YD^;xsHpW{Y$&%QJ^Wp@Cg;49)30lIAlxtt@7=<A4rMHsMTtwXciR)q4CC`l
z{nw@hf!z~5Q}#d{C3%H_?Fx6RhiMAdrdT4IO1h+KfsCFkN-I>=AZWadL+%A92h6J%
zn$Fm*WTy3!UGKmV=~5B*NPQq{9#bx6Qx!!3;{pLwFNr&HO0|Q*f`Wn}p>K*$^&{p>
zT_WBZztbv1q&U1Fl(obdYeMNoL4A0c_`9;hSVf!{sp`ktm|-1WTi-|hYkaYBo+`Jg
z?pxcohL>|QG}@|TwF)7k`cQs;+8!=8C7x@vRlQth4;Qk}^ZRP>9a>pU=VQj7flQHd
zQNt|D*NTElaii+Xfyvda_G7x(<NCeW5-pGD8utTMC(_xA5ZjZPIVgK14Nu5+g&04s
z{AZRCVeFnno}h}nMRns<(G(INe>-owU#u!A88yLs?UTX#Xx#e6RDMLNLOAYXouX(9
zsYmrPZ6jAXslASwY9`*(Qe`h$uR|HH0ZasLkep2{4A)+0S18nA|I1}ks(fU`Q=Ma;
zXI^u>rZ27rej>sxaar&otstflV<uTTq=fZjW(!`W@(x4zYLA{8r#RWy|3F!F@3v<j
zq_co^XmT7Grkk6a>!0zMGXHdP6$n<DpTP|)P&)9ST9jJKAd}&R0u~A|nZHN`<}}bo
zrlR~77tdp{PwJ&Mjz0qBmbE2KKv|F`zmT=)OY#+yS!ljTIl$YFH8P|#y}f+Zo+kiS
zEWQqE)glGP#oYX$>%7i~NSL>athCI%)?5MSplP3vRB#)}I&W@jXCatOqAsh8vIL{H
zY<=s|WNlbMo#|$j+!gWF=N5r=*?`EnQ3-Be?3Jv7NWH3#F<n#AT6KoNzpM3$mLHkJ
zit!NkoY02t=b+Dg{vl$=9aQ1nOxCWR!5v}*^&U5|X3&gOz2Y%-boqA{feT2aQM?&j
zI9pV<AnwH5X1+#_cC;Z1gZt>miM(q$-D7)t%^VR0C=#6$FSkHRsV1>hi$A+fPB+nS
zI0PRk^|#5A7%XQsgck3zrPn0Tn;w|OrKARFVtwjba5m{|ZQ^&OP7o&j!N3l|gN|&i
zg={sJ`Qt};=d}^jB_vHMrW4CB>@MR|&%7r1CWS9l78_Q=MJ8bOg7Bk`fN{j1N{GKV
z`$p_9A!5Q1B_M6wWmO?uxwKC|VY04o?l}O?SxPXi-~>gM8X4!C;GTlR<yT-h62eFQ
zpqy}zP8QRTTwH)_K7l9qs*p6j9cqY~i_4NPt_eSxpsLOSvRZC`-n%={DZTmg0XK3b
zpsa;LGw-#YR%J=YP`mG!mTD^j!_7@)Z_~Mee5s5^{?AGIUv8-wRled}gnNRUhrR?*
zds~A^mHPLkFpkM%D6@F26I<nMSW*kCOX6T`;Wnkt(vTlYoCbngFD%t`OO!ZS<aQE#
zXSzxzf>-+jJ~oo%a*n(!X2XWEjB|?2GmkBZo6Jj49CP3d!YY0`qhQWDXm(FNUhAbi
zcc0GDPbVtS*mI4VZ(9)@WYJ}a8dh5%hOUPfA7`7`boa2;Qe5>ZiN5Kl-2XtYw;<x@
za4*4Cyg#o6<W_UyOcE!}F26?q@tgKtqZh08d#c`=qo46|%tiT^pBGPvkF`yrYHbb-
zhW!WzqX2IM@CP2*zS-i>V~atrCah40bD{*~yI>^c$v^|q^c}Og=Ymx1ZmKdA^E(F9
zGZKmRtY`czH)I@d(o0|NmBsKu@9RAF4Tl@@1+qJ&;DghuWi@HW734vVR07Tw(LS1Q
zQ(NV%IW*C;=&TGO+j<n^t84df_<?{Qto>-U)~!Fsp;2jly_vjXHwf!b3U7%(;^4;f
zZvVGxe9t>92=fFXG}s8c8etgrQ?rqP>lZrel!*Se^fkW4wV~~!vrF9f)h6GUR()yQ
zU!aAWjeS<2N&S(15}E1N!mAq~j1Iy$fnfJpBAiBND<{LYPuR&7mMmZDj0!~vlMiLd
zRgmJDMV5qE(mbtR2VZ_CQiTup3%wiWoXF0=CHCcZw+4c>ji1?5xEm|g3qA?)y1u@n
zk@v_fkY<bGk4XOHzc}}4CXPSb`}Xx^wH>F3B<~Yy`?b(6{?99KywN*(%|B~iI*F!l
zV|TQDwN%IGSh_VQ2Z1Z^Mt(C1P+|n7GG5*s;y=Z0+cLoQta^=QqBw_7>}I_gFc3HX
zqv7nzbLXm7CA`!)&A3&W#ZDld|L=-AzP7}FATsX9ZyYS21fZX?x^3gkRPPn+Gg!p1
ztN$HzokkQF;;;_VqOhF2u~FPhD12z_PQ@1wzxvC=J!Tm{(T1fvJoYdbhTV1LO6#C%
zL4q%S+o6I3iZTe=us?6TH-!I^`ykmYVz2LN$QW}x|5ZGhf-n>-H@ON3Df#*$PR@MK
zRl=$vtp-bcs(pAf9t13uB~W0x{{X5bE7ltz5$)qwK#P?TVGKV0^RKevVvYP#z=lMx
zEY_hxLhm{$J`D6yD-aTW`fcSzQ_sCZVnGj_oB+7;Amkynh;FU(#oZRuHmMSA#6`EM
zjy$n8aM+PxI9}g4yHbgS>sU{X@7z7u^AQ+LzrNg*5RRywwO?&N{&Pphiw8-xe3Nhb
zV%8@%S&F6&TJgs9YG<211PF~HMEE{2(~9JUTr!;!>4<5-Zyn?EwD=JYtUq(OceGiS
zw_f@|zQtho@_)Mqc-1Hk8qzThy^Qyce@8O)sy^umY1@`#l0TZp4EMqiyF_Cy?t~@E
zg7y~uu`REN0`Npl>fRo|U8Cvs%wcT-<?*V29e*T{_6!J#9%Ye*PnH@HQf7$BShJON
zd=IpUGT5lns~mlVG9QCba+`ETB_GV1(%^o7)l*zo(_fm?B)B^_0kua^Ifj#u8oOmc
zQ9+g1#}3J(eb>toq{>CZ`z57_X|_styOj~cdf#zF#183t9PQF7X^(>2YH`Y|v&FSq
zEQ_qKLMO8~SEGBVL&P%I5yM^nbl%dvck=9D09Smi#ah7Y;QEZKDA8>DF+&GO-5j`m
ztEz$WlWP=)+vlpns-kzT`g(JYyU<i!es0QvVl+>@K`KH9p(i_MqEKqBayH?+;8YT6
z7aAkwzfsu_WN(6$an>0-CiC2hK&YLh>;uttnY)@<!pH=i&hcE_tKdNMGsrO0hbQm3
z(#n|Q4Yb`BFq&G%$0r}h*@eY86PKl4Hs^~{)Ak#F;;y@So`}N0wA0&DkHkC~NSxDK
z?+O3#VFz69*M;9F;zpU{%=vf6T1KZbKRh+U;mEdC4rGb=c!B$8cAHML$HBY*`}eY5
zJ3H3HG^~P{72$I;z)o!bBo;ick0GmQ81=<Y>n*S<?h6s<vA^G*M*BybUXiUB+T%uU
zJipIllxX_GQu>vLMPD$Eu*g8swy+*w4o{h$T+hZ*Ac|8|H}~!nAs{0Zdv?4`@L1&&
zz`ZLif$8dwX+!xsKyMpz1ZIDT?;2tw-E62YR%JkMXj-~%%x|tqZLF$oaPsyxPU$X8
z3mP-Hxg1{Qc=ZF@d*tZ%!foiHi7l_5Je!Cuh9Cua#z-HM|50iYdcK-dSJhZW(>Ai<
zohkX_NP32WXUVNY0l8E|Dhdj+S*qLPMP(<-%HDPb!_SX%Y#Y2l*dJstfWTn!gys(V
zFUK?a+{>1xs~5>+-i+QEN?#$yHr;JD1zo#v?g=&W0e;8bGSc!K9sUsvyOMEmJFBsb
z97RaDA93K}@3Zwqt*L;J*t6T~K4r+KE{$qCEaW0D?_}`t{MyBl4i;8<03;4r3sV4q
zxMTtfJ#h`}=ZX%)d;b8D+|zhD9itt#wkDi^bx50wofq!jrz%|K4g?ly%1y42FtrCu
zvGbtr2Jc=A*KyjCfm_7M#mjoh<B1pdfF)%;NRkaJUYt!M%{d1zZPD<X&H(xI;v*>w
z&df&FV)f@gC7#q)1L=v5GVBX?n^9n?tBbQ&@2zH^EXUW&WAb>1bX&}Ak)@tf<A!Li
z5m9^&*gxL*Q&g;GbhAHoqcBEyS|;^!C)DC`V(Ds~9V6rESl?dHzzLCCz%_|qzH$Xv
z8Qi*4SKB~lHs?(6YZ9u`WgM7GPy~r{uw+~szn1LiyoW$icwS4*NYxcI9xIS4e9UrZ
zt_oV7oH0!5AMjmVjzw~CB@gdh#0o*ZqPH3sk*tt#zgwRbAXI)WU?MOX=(Ag?yh@rb
z)~FGyQ|xqyH@G_sjQ>;Y7Mb6%YMMP}s_i>bdQbIg1j#M0F=4TCp^yR=mA?>gwI_Uj
zZw&h%k1&@ZA)F*7o=X;R=S3|wbtmUp7{<PL#8m$$O7q7diTw6AV=qsE;w=9o-HWdd
z2)pB0jW6LfEnvSqPxx0`JtTO7e!&$ev-oE3rm_xcBKB!${_5DID%Q)R8BBD}8~`UL
zj}?F1aYADAcI?f?4wbfN>06AG1X(Iv9vML<3#bZ0d3mivO71BwX)~1niEGVX<AXUF
zqa51+DREampc@;h5ciOpudHi)y14Dz*pml1tZ*tI5zzzkCes^J<Kknj_Q|6E{2^&^
z7B=ra0W-}W4HAzdC$VrUAW30hn1H8Qm~0d6NIoYrl^NcrFF%37k^?ik-$a0bkOZW>
z5!+~TP^4!jg&umm>iF6I4hxs*%rYVa8{>N}4A{vcuUi{al@Aq<IrxPAo1~TGcLyJP
zAvKd5Pi^0JLFpM{A@51s_!Flg+i%WL#~{1luCHsphV~>$YJz(srL|yC+-$u11OWfu
zw=L)Y(h3HN#%>s9Ve$|V^mCc=@Lj#`+NY~m--brypwLljbYhuV$y7?Q3mXStl=Q`9
z*+fxMsZn-*6AAAPIL<h{uq1DyaG5k^;O|sXraeedW$B3qt!c-osx3FFXIrnHA(ap=
zV(XB0xLwyVJmU8{ZDW07)yk8uTA(e?h-<%8rEypL3wO*{LGqv4Gp9CZePc#TG3}G$
z9~GZOTK|NliJ8vU3+igvPCycxGQth88aN5m(u0QLyQ5wmXgb-}X4svi>hrkal(YA(
z_sM)CwPb!z8dBi!Qrj{1w%&`MHpu=g%(Ly_`n@vL<#g{bH{?m`OOIWcvR;GMRh+W)
zF?2QZ=cAH`XT}GXg~Vq?2*5AkQ*Ib-M;uAIrI{9p`{XIDBXOE5aoP{>EwVEDV$y+o
zOMLdffj)Pe`W5Fl7FKgw+t8MNhfnu`j@bN=$KW1e#@SjBuH4;?p_9+vhknH|{NQ4D
zFAG=RK#?=LzEO;Km(<<40q11a#-_a$EV;R6F>#C%e#imab!Daz>T%tx-S&j22#;Z6
zT()`!h-d>(%-m|SLukFiXWR7tU@86UWZcLM*RapJo!Rcw0sqIfJNkcJyQ-ed4=y5C
z_l@ykTV+FUg&7o;?pXd;PL&AW(qhVryswD*4;1s^p8n-#ol~5@<6k&PXl2C)Nbn;a
zFariQF1(bOf@1UpN-a`Hb!4`HGOYimkeb7Y&Tz7W)v`bU4}u&j|73Yux3^zIfZa-;
z@@C~mo)VuWr@33&fBz9Mruo=}mq6PQ=(yNS=Hpx*(h(wAutS-^VRE`P5j^6shwWfW
zwrJWs`V3Pz3?dvhwN4E{6KM1Q1N~E>jd~JT2}oss->#bkoZ5Gg%Bmhq(G7&&$M^|S
ze$Z8&&D47oKP|78vrArFxxGu`kVHbcQK+uTij>V+tx%($0I9duPGE+QsR%<v*>r|I
zf>i?agDVTQY{PuD(<-;C6DJ<G0@0qk@&SL2ZUd?2$1@z!mjb!)tjtmt6<tH*m}<Jm
z`zC8?oml~?L#-^tN0RDq{H*;;Os{LxZNrCkMriI|OYjODI?~ANioJE;L>G}OCTPS{
ze<_-kUCeLaY|NzD0W7aZ6oOl+DgG%hYz3PO+(Hd*Z=8u1$jQC=m-qTsJFMP7Xh;oL
z!QWN~8xOvlJ_YU@(StXlez>vtkBGw^8)rSa5H}Jcytlvc#ePMZOZ1EkH^qW790&-p
zMEbT&onOvBb|Ka06O;Lq-$8}Q3=LEMry`=%(ZE{)lO$3DA`bcWoyC8KSl!Qo#BBh0
zLXAo3JBZk1-ND_5S_VYDu{ZTLmZd^T{Luc4xvm{;6dqc8cX}|b&qrsmv}jHs=PzXz
z5?VwL7)?jhfnzk}J@9P&^GyIRoO%R?sP9@VOAfB&$!o6!I{@TH75!r~Sn8zJKJ)H@
z=OQK?WJSK>bt{Wa>@!&S?+>dFjO4(;3mZa_dNu<nky9EIGQ`FVAdE=L2QAEFQU8m-
z(^xq4@Lp<+-`5H5hXt)a!qrih8dFlu`qn-q6d9(8A~<euiY$wiNCZO3&QA65U0*bI
z4;GpHp6yTFrvOv>ZUdj%z$Z5V*D7=?TL7M@$1vI}PXl?Os8hci>dRkmROS#GpY|#&
zze}U-XQ#g|aI&KEZO_;HK&rZ5)C}~BU-2q+iBd5?;<42jsG`u~fFWi$lef$=L=9Ae
zLb075=M|<3N=tKp?Kf2)z^CX}3u>$%8;=gxh(K+F!&T#!!m&?39rcM~GZSw%JIbX&
zM$n&FedUY!?O9FyO8$sq`a>nWdSg9?@G^kzwW<o=8gZc*E>KCWO#Aje+XUAq=}F2<
zPji^D`11-%l*|~JCY})u<9_tXN*V8)!A<D9NMep3FIv`}ClBc`JkuRPSH|9pGV0F!
z^h>7F;Z}|mXRimQjAbxY%;9^@1L!J=o(-g)vbKlJw1GRd?ribgkKg54uz2r@%t&le
z==0)e9%qya>yPMUoYsVFZyp6zwlTDdj>K5fXgvJn4Enbts`IB4h^3JD^%Qf`hgO%W
z2D&3zRecTkAhe)2yVR^2MVd<S-qL7TWD%PbM2)32#`1graB&Z;I;6rc7Lv#GKhKRm
zB!<cT1W4c`m9rzWe7B5q(Rg=zN)=uB+1~#5p1T<<+`*BK(d(uFs-1WFFk<EE@9bW6
z0&IyA|82j$x!aU+50nCSF(|MoTu{m*eZDVz4Vbmxz7+*l&&yzhlsT~;UOZ5NH?Ai{
zgO|r$jGIP}n;Kwt0?u}2S4}$>@jo2UR|ujeY!xA1-q#)povi`BGdD{;Pd3Qe)yv-H
zeAKJ(PAvp9oR1Z3Y^#g_$2DH^P2c9NZ%_67f!m6PL!S+I-O%^(nS;!nau$<rpX7Zp
zntiW(Q3^)?q+h9yUjqVE@vyxe-Pc+tDm^`TRokC-o`=~B1xpV4T#hR61d=;@?GO;M
z>5)FB%(PY4{>nbkssfH279PndR|9B^DUyG-gSC<yYA!1%-g%GQc%>cBxb$-gC-&6i
zER4T7>rSi_)liY;gj~6pK}i*2T~joI->U~cKB;zyf}L^CRh+BV7}N@k<r|?WL8A6y
zT?3>WGD|84s<&M4q)P215rh>V$0<`E2n!!0@puVnW`zv@bYMy-en?qsW>&Ay4KcCk
z-hBPB*ZR1d&ltY*k`Jw#9fLKcSvJ_RQ=3ATqYxhCwLW~<kQgomo#I?fE?{n<i-t5>
zpyB+G_Pn?j-8wXO<GRLr-hIECq0cL~BtjL;o8E;r$*pC5JdUzNBiL%PpR{zrBrVu5
zd<LSz)Mvfdt{D%^<>MK*yd@tj9A3jfd7=^`I3O<~d~l5G9jo`#f-!D9EI|%|=Q{y&
z7Ef$n8WR4!ZCSh-5}OA-3ArV*G##2>SK67YSa`Ph%&|p7D@DtkRAbvCIb{3n%76Q%
z@!-%(*5v`9ZP<)kO<Y`F#Mj#0{Qef|Fvd^)QN{W`jL)D$pK4d*TNoen-YXp=|Ia`7
zO51~R-^tS(t`{2?c19#MA@fD;s#V59ZKAgHvEjcPg}zL?9#%w^*SADk!2FzV*Olw6
zOI{=={s$6p``arxvCZT7IUz{OnO4nVwe!#A-QBTz_gYtR<^}HJtiaCngpoA}*X;JZ
z^LT6fZ@h$*UNaOmAj+Esa3hGeHcB>SIC$HyVcD@04!{ZIebSS*7vlvRIaDzK*fb+f
z5N!`r2shKa1Yr>Fg9%=liV8`zEM4LM2kJ8y?uYFuzvYCLsa00Ljf^TDlbt}n>nXbe
zXgsR#UTt1&U3*o)%3;M5s)YN<A}?xuF1#0lE`=F(KCLR4JIWmTT$1`n2DR~7__dj^
z65iV2-vu4&s(P(ny4;2DxyF7_iAD87?c0Zk7(Wl_^=<{p9H<B7`z22o4X0zbUsqPY
z$n}ycWb0?)r<>~d<N5x#pW8()GrVt}2N}kmB#dK-mjha@-6`PJYf0BkWmCg6ZHf#Z
zRq|y)%3vU6>gOiG#p;?0jG~VAJI*IxHmEaF%TrJEO1=L0dw1uAx}9ZGut88*xtY$N
zKQ9&3iN~G=e8*^k%B~4Rzp0#^c2#w>USxJamAup|IBCG?4cDJKg%1~mD18O@OC2(c
zP<TR6$9ikt)tZu8R+N_{3U6_{KQt)V2Fijxg7M`J@7|aHWr!m&IdRO+A8+kN*@-to
z7g*x95?Ow~ESe{@@MS*KGKakv`1^#*DPwtD`744Q8<b(oCd$t4^f)4;PoMEH!c&tZ
zvFS*lBx9+>8+JgM<IM)sG$bgs)J*193XFcB(jNJcG3U>%S?lXglpC;Q6)bBKqgP~`
zQ>CeoxikXCap>kFG8{HuX3Xi^ytgwIp>!5eYmp%gY}pZ#$-&w3IYYHpQ!iJ=a669%
z(ZSVEpPQU(aV{*>;~Y+RJ1&2a{^rh9$R;@2w~vYT`q0Qct0x-oCP;mfiU)<kvrg(Z
z=6_dXmSDbH25}FpCUJkc$+I~qXb$C96h2B%`nl)tWN(GRIo1s7$k3a^8^3lzQxsbN
zO?|SXuRiWHI!%zLaplm`cec-z@au(;-{`Pa{x{EM%}`?o-p7WcO`il91T(${*(JCM
z(??g&L9FOj=#{Iqf92vTHV$)c&8hfGy?-eAvpDwR5PM3;odoaOq_H=k`bu;5WXp1c
zzTUlPdfiX7HC6p^IXjX@KpO2~Lu^TRa&*r}8y`G)b0>7IC>B9Zx32NQwN$Aw#(Z+8
z*8S)__b>IM)S=biJBRDd6E^DU>tNiVM(3b_z-yy?p{FV|%L_a9ms^j=X*2AEwD<Zm
zAMWeMgkU0BZ}_JMeCMmRTr_H?Oe3A$Z2d>$);x|`)RzarB?4oPeF$Gcb}oCnXmLA-
zF$_QY;U{BqZl~EPJaygO1-f)@6tK})b^NEtRO~9;6BUXsy&1LA%h2*v!;&|&32wVo
z{3ky@)YSOV{QM7O-YxGZ;`S%VA!d&%xmB!FNw~`x&d4{yC%6*HSQhsLR<=QzjrU9F
zmtpC4zU_ca$l5a{J4~Q;4;dhKjziF$Xils%TZp`pxxU4@iZ8?p8Co~AwR3&TF2H20
z_59x|ux5UTHNij+_{w)J9uj90MDMf+@V(sSo?a#*1tUBeYO=m>{u2^#{sR$71{E#o
zj{9HEm9;?ylV1T8+f%Tp$^---%lYDVFoDh|`J{6?j$5%XmSs=wE@d3>#~Nb~B(@&#
z(G8=3N)2F(L%3sO*<wmB_7~XkK0+~l>0jTTZje<!3(q?E52R)Y!ud3(p->bJ>@;OO
z@V|u1^0O~{TpS`fcMkV&dckDcSjpNmRzoxS<w-1$czr`cRy%`PhUHd))-9aT2+&&<
zo?~?d2LyoPE5S(IDf71>Rz_O9VMJEH;H<;eKBW9RL=!2#zs2^+w*(DWF2YLMB*-{m
z;?n7-Ck{;1;cDA?7Uo)Ie7xF!7IyD_el_u^eZ#79{Jpbvg5*hNOxg@keN$WkU}oPq
zrG9t|@7o;DG<#=Q!S={{a%ZdQSuJNz08(i+01400Wk-=mL30$XW46+@<r1SJJhPD)
zcdCz)3)5Bfja~@Apz7uC8Z!h+)Sen=jDYY%Uq2&O6Zeb8I$8)gI`ABfQ|4A6%!m*X
zC*_y`mEc3n@C+OpOJrg{Bq)qVl>FGwN~P#WO{t5#aqL*<{1nDLZ_PC6<Q<pIu>Ez^
z_zihk1!p!I1sWF#J$3}=R&ll0`15!7hUCv`M@|juy&Y?cp*+6`nN`iE)<z&I4scDE
z>{b)w!Cd0R$Ye8y96jKC$F3e3shY*Z0t30plW(u0G#y$!3Td@<c(`)-mC=}ELF0JX
z4z}%>WlNCGoGtuHjmZ2%M$zETaS<CuYk?EmAn`p;!~4iquh~c-`xt^r#)E;UjL}{$
zCx;M&5;)Ba^S|>a>79OQB+AM0OI7K$&p16BmXbB2k!~Ruv7pVF5MSaPLfxD|Ip+;0
zyRQt6E4&yL^fMKqjlgbfTUvqK=}c1za&bA8>djB&iuv@vwLYM1p5Ul3oaiy(T?S22
z+pzBq-DFc_eApQ}V7OloeAjl^p0#D_9J~3*G@j}y$p<6r9NR~6qxG1!Ki-WHSeCFF
zfgY$}vg^?w^ME64uP?ctidYt}*2{$%NKCu^T#n@fPy6~1q$WWq-$MRS(=!_c#=vl<
z$@0v#S2!)c7*{{4G~rzRNt{V%(%X4E*xtjwOe)0I;Wu}g5GZ*Y^yfMdJ{Z-MA?J|7
zYkq18S2D}hdKri0W+YcmA5J!?KkfeZUK_wz`-hncTixL4*(#`FK-ccAS9)hsBdUWq
zHhRgefdm(CV)^eB_*P<u3g^kjK0ffo%5BSk023*^l=6TSOVNO!&XI<1=STra+;@l1
zyIuv!$_+na>g`vw%EmZ##ueA|Ha@e5<OS*Q;=Pjj{!qY)OjcUF_-#!f!gK@w%-Z`%
zQX=H_6`WLI<a@_GUhUTBAi00j5BUVRQhxqFJ(K=qXJ-+94n)=98fHI%2!Ri9%|@!w
z{6sBrx7oEyLXB?AC;x$%qgruf$>TvF)S`6G-qiOoV9p#*Z~ne3?46Fvs`F0Jp(P)1
zmLro1S-OS8_@+;R?j5b&lXV^ZASLBVt0vW*S@$#8l^BWF@FSrDEJ_z_ot88)9~j*B
z#};V+C^43?hHE*2%i-zTDB!;Md4bl(!s&jeS7u(TP%X54;^H&!X8lVcV(8OhdpW!)
zqIvy;aL45=jFuFhy6BOw!|ztMkz><K48z$r9i&9^@=8f{K9{vjZ~zbogUS#jf2u-a
zQgA>K&<WNDE<A$#3~dYSL*vomFf?^_2KxM(r3c%B$$lMn0$edRsPk!TqC&9+9Jn$n
zcoA|ZswnlGfowt!2vAEPV+|Y%w|%}D7|6=vtc)>Oclh;v8d&5>!5$T24s1Rb`akWa
zi!!4p!xj`ydP`1RAeE=JU#(86jZ!SmJ?F)z!wQg_HT#yTa37#(9PYeQB^PY@5zCP#
z4or%J40N2>W`V#|jHyv$ve;bMv97c+QXiCeo=aH8BhajcrEPMGrj4uI9M3qox3L7D
zfg=APt^LLsUKLV|_ZQURM3I$C;gAwr>qj&qZ5`gn&Wh#3sa7e2ts=gLb8ydSKsmSv
z%Ex$pDG=O?&~hAxmdVP#U)4sKwxi@_QQ<*G@FFYfQ+AhTXqx8-q_Y34m`EX0aIQsx
zW<!>|g_*3NBoBNPOvA!9UG=k=My|z<|A|epuJ@ZKb=ZFMU{kD;AB^G;-j%xnG2kh+
ziT<)ZU?&2BsmF_f|CZpX-$bhNSFJLN>i)`~`l#BsE*ZFXl)IUw-vzPWTitM;^H03G
z-m!zF$IV8S@mh2smf)zHQdJ{JdN6>Dcd3r?-)U;Tc4Onjr$RX3hnMJGj7*U8%9Zep
z$pV|(K)kv>ubZ_JQx`wiN{uKvad`fruh^dN9H_)JC95-^JphI>Kn=qFA6IV~)K(X^
z3kSDi!HNe6k`yTvcZcBG;_ejJ;_e#U9g4eC+@-WYfuhBWTZ_YU()XSD=A7?GCX<=W
zo|UzB*1p$uUxLj$eKO-jy0>tBiv1NhRJBmw6)MBe$jqIgl|~Y4m0E2K5gB1j2+qZO
zr#raZD%@F_!EnwsN!gO(3O~V0FV}nr7gwWzvjM5*YrIxZw7AEkFnWyDMNg$wV)LEn
zLhjrEI^VsSh>Kd&q(HF_HH5;v@C539HO<rtw81&eXLvR_phBVuxA1~MF5?5D=+S>Z
zRlQ&9bMAig66fi57io@2V7~MC{v=(5@LOu!>ie?@Mc4&rRN=^$^R7u3Jior&`47;U
ztM+(Yg>gWU`KO2ZREgsWk;1dmN7Ah!c2m+~^7=nOA8)7F*Vl1h@^t?fyz}_<4{3=a
zz4yxPiv5SY=)}s;PbYp#=#HT;17*;&p^{j{#X-Y@o9{N4W@{AxZA+*m5!bEPg8C=t
z`|79!5{5OgxzC&bXnSvp8EYORn%$T+Hc)BV)d^iIaQ&UW^mwdcvb?j|@oT!ggUVT4
zq(iOe*<)Nc9Js{cUIrn$d<$9DUDIr7Elh$NyMM)APnJ~YNNCenX@*Z`5|{o5a5QXY
zP$tg6t^R8hiADA2y=|yypp{~QiwgPbxUzey@QSnaNmm_=9p>Q5vhUesJScbxC!X23
z6Pq~weB0yoF>SoAJVQXhO1=QHEP(a~6$0(<GK`HxbZzMcbEt;WB9@d>&mmI6;XD}-
zFZtCT_;2l2)I$=}X{u2~#2xXM63%*q8V`!&>>tS3r@r>T?c0ZndLR@j^GlPIWIA3d
zf15sHF$>pDj&;u<rjn!{(U6-&J71!YN|NWjh>Arj^6a+V+B<gu)qHxIm(A`o3i!gC
z%n5jFlgSp)fvA`MCk-rbo(Q9^8L<{<p3Rzj*Y}@_5gPGeTr89&+2=q-37rn!wHn~n
z=X9rl{2l~h5;ywd;vuSqKxZntO@a`BG&}up86AS%Tp;`%u_A~H>Hm4@)-rb+H)qpD
z%kJuD8~}r4yIj|wF?)zJq$Bo5t*6#+iV>suw+BK1xgiKZjHo&oVZkXWzPd4sCZ=WW
zHomHC-UpG7Hgm^V$1^QK-~Ij;=Je1zzob`&N_~1<Y5>CP<+K5Xe-#|_=>35NB12}v
zOv0MO1{FjzZ)izr<RE|2t&!{O+#Fih2qCYZw!Mt)T;^Zypu`Kv$DZ>NN42upqe9L6
z`ixwQ7`Zy4xm2~d^y4<}L72U*qf}E<IaeV_Kng_kT=p3iX}dZT0!RVC+S@sNmSmE`
zr_~VhZ#ys`6}b%P4gl=-4(#M<IKyq{S9VBj;9*^Hm5TBvxO1IT<PwxkVt-g%FKaMf
zNtT(qn_2uqF#1&blWOMo(Q0+;e2Y2(m@yg7sJE5}@QI`T?m{F$bg0dj9pR=+@>(<w
zTr*90bV?bvfFfId`4p&ip5@go!U+MT@yjjzq6P;G*}-4FDl>O|B22)dOVVOWBbJ2F
zBLs(!_nY=59)rRAS7(EIxmd0>lByR6>}@D17#&DK6dG9XEm=OpcPl5Dv%qjwoqudT
zTB5527K70j`7iNLY*X<E>|C8`azy1yjU0Ft(k+0m4gKJcjAdDw1P6u!V`P=X(4)a_
z-Feaw*vVv~m0*|v>GEmy3g@`*YjxT|qKd4(ckPC?<C1{;<Adz@E18Mb9f=#bN3w6Y
zd^7yxnft}w@hCIhZxQ!sO#1UP{OkF3U^U;@pBq;WpwUmhBtxx#{~iavru?v!>A<SH
zvNIgu^7jAp9{68`_X04#6bBZHSft|a?Y<icdMLf7;+RSlL)AnjqyvY1T=)0k)KVvA
zS+nmxUs9ySXNp9nG4Z+cdyuyHP=YC=tDr$lY&eJ5d$!t94G6rv66UuyAa718-;ATr
z?JeZ}!6Ity<UQqHR~jCB&)KK!e~JsQsm4ggc)u2qe^w6NkHmz|d@@bm<`(gQ|B11p
zduUX%kHGIXyrJjG9L0ylYm#e2lsbp_EHx0Ri>P?}ZmDTSjCs6g9nQZJP=YUM*Cj1}
zkU+)B)nM3M@n=|_Fvb|8l?c>6lldiBrNReBGmF+pY}hnr!!jv@RL5qjy+B>*A-PQe
z#`<2q{ig)W_XB)i_aEH$P%<d%;z!?ht&!HuFDkG|#>@!s!YkkHg$!u?`1KR63v)gs
ztik339d|ex{r<xakx-0LuS%~|%c3(OKIzm%PqAb%gvwJOPvXI`VHm~UiD)%jhgI2y
zop<gdE!l;DN#)_rewJM|Qf$_=wNji?>k2i|(b0YGb6S#mjc7+*w~M6>Cto&O9rUwj
z!RsFK`PpBAEDPBEO}hQ7`fU%1l+X0foi9tXyO+r(2|XRg#zIzY0|p5jTYv7TeTIUa
zAJ0T+-EG4)T`&8-$x3$>dM%DEesy0M$v&MQ-!B$C{$d4$1?V~S81wI{#`=q~j1eK>
zjUo8?srrJtn+WO{#lhIA^wU<?8OOckLep@{UPZ>Wce%y&{oq2yZ;T2~)LEpmT9Ict
zR4s$4YvDG8EA;CrO}vWle-~LDZ<frLrVg>_q#MZ`LpC{-31Z1Lb&l3~ob;}pSbDPT
zvNjxl9~?d2t#FmifnGodM#kv~ML>)7R4NdF)ZdoAy0eu2O(qPytn&#jiX!i7f#N#z
zOT_0YuBGS?;FH_ltZJ$Va0<xLe)X`yO6hWN7MIXm<5k>GJb{Y-rDo}Nb;Hl}Fe$kK
zRbTZ-35z25_ef6wV1xYU%2!Iy>%PcTmEW<C@$ofgPj#}M6mUt#=Af^eY@&$|vL2!^
zON(j_kI<lEV-w2xJ4ub4Ao8ckqI)UH;goz+Eb*q87A!m%LlOY4=(a)B<@ybAuzO9t
z*lT4;>ch-r$o8r+cLotCnA%FF#!OVB^X)UQ%#<Q7T&0eoRV3Txsh4_KhKatFO0)rq
z%LM6gU!Qdm`LG*8e>>x8zLd)!!|H{a5u*{NlE$fhMZ~KMQ&BLGEYECyd#;q)oJo!8
zs${yT;Xh(a*Wa8ko`+j=YCkqXU0xP3>JZ-@R<%TMTG4{kk;Pw?fM?|_K{vzcYem-j
zu|m5j_~(yIakfEIdBMP}3O4uQqj^U&I)CCJmu$O3*D8qBR35txw&b@$$+?e@%`3zF
z>(dS-T4^jlqggT7KC%n=cwb_mUbZ^o^FT60WHTeQg$K1lFrVb7eXG2z5G2g>MAeI1
zqHkt%-v!<Qt!j`<Np4eSyDI^CGMRe9DYhRKI><UU${6lB0JCmEZ(mtSM1N_b9>QtS
zH!PI5KfzIwDSX}7)|hworWsN}<I9`luXwjiy22~3^YX@yO5Z_t_P)oZ>eGZ?zV2Db
zSfy!6yRyFP;P<Xng*l?K3FdbK-&e29g!KeZ^?b`+r}%G<orscVTt5a}e0^SVxz?>3
zckk$9y4pN`{RWBY3~2$Qb!FXY=OS)_n2`@*gSvX}Ps7sNUmEV@QrotgLdq)2c*!e~
z3ARV6`w#HN(0SGdyFw1dh34M*Fa|Q;qd<V?Ant*IboM$HF6#dSAZx;k^1^Jtnm<g6
z+RlG_+rlF+hwAdK<0Ge3!6!{ix}Zr%V8yG^{t%hOU^@Wh13ihOU+qCfL_AICPox)E
zjMri>3zooGRYis<h9Y}+Tj^pc+lw_qCc{~QbZga7wTS$~%y%qM`4@_0YN01eeO<*@
zHXd<A54`jQ^Wv!omBSe2EaA^L0A48XPHodo9U7xFP(IEhNx7|gR5A!H%)GXl_QN6<
z3Mvhnxp#x`Y}O-u0gLqd7?Ud%d8*OeSNHj5`EKPDU)|)TV1AIaGK<NQ;Udpzaz*zB
zC6NDTxynTdYO>qln*S6|ANX(D;%0a`R4ZmeoV!)qvrJc>d^&7uzgVc`kp(pprqi)Y
zL~2|w;&tu+WNdS;YO-l5DtPmw-%oMWfGp0$tR8vnLxjp!kG4muw)Si|{TCt@dv$1W
z62yWWD?=*=2FaA%U!2THWv=Pi4C0^v`NgN9j&G|+GqS2%WfE4G<cnSYq*zjuZl%7Y
zC;?F@|GuD-jsvb7Pjozyv+w3<abEBwrF8fOb@-BvOXWDlGa^z1`-Ktm_J<U7v0P`r
zdr93v!B|hk>QDH=W1!io5|2-gWE~1{8lB}~<#nS{H{MOZ)BU0oXF^gy$&~RxBbtj)
zzQyA<CW8(^8y_V<Z^!b<Y=`|PnTcr$RD&S2u1%NyF{9+)MQurLJA?jB7_3XW8gP^^
zi3MXuev!LlRNI9}{wuqij(w$Aug)tkugIc1zKN&ojiOs@46c3Gqe|+RG>tZ_lgX;x
znPiy*r`S$OEa?{aReL|&9esc6_r>p5TzJ2g>pvl5G{OTA(L+@${m46SkGvZHb@oU8
zZA^+M(#+^qt?Ld#H;I{oY6!DtP>xJy-Xo4N5K6vXjpUz=K9`mumEY9Iue`@gB#Q!3
zd-l~OyTcgo?=zxeKZiP>UpQ5ibZ5)*A@wlR3+SI5OG^`?Ew?o^!8*W%tzUEgv~zlj
zm<<#f7*G9lY9zvH=fhBb-V_npMuela#yZ&NozArH*$*c4APf*I=Aid&dXJGSF^J-G
zG%Dz~R|xSg{2kA-e!a42n|Ho7yMa${AAKb|EE<L%5MS5jeQ%5K(`QL~&{vHD2ecDT
zJLBPvHa2C=9nOfL+*aFlS26^Qszb7b8#KwyL3F7ta2hNW9;=3qSjxxRKqs}1E;X&`
z-Gaf?bp^q<WZ*uKdA<qF*G6IGDi?75t3q{!Ac#V>bzxZYPX%@AD7A(xZgjlTDIH`X
zedH}x29)!0iOOn_RZXS5#wLe1B8^Hq1JtJ98WSt*YN_(7G~`9-&_pHDiRq&Mq1-fE
zDfdM1F@1`qMZ!zh?R?TB)UtM<BM@_7H`?1DYDs|p=^8UflRHSN&IgV+n?{F;aZyN(
zPz0xjRSUuq)htO(P!bXtSYj`P6T#-a^Lp&HsSZmPL{s!q2MJb&$Vu@eV&c^`A>43P
zqy+zbu&3Jg`#_o5GMme&K_c7*!;6Ng4A?!nY0qe4p`QR4w_4Wj+z!U-1Ka7WMQRD{
zZP)D&_5zOUCPw)mLUB)R8(LmTe$M?;91_kNviBoLcMq(~!UA*KY)GgZ;q;RuGj=f4
z<?<Pr4ntR}R2gFJv_ayUn<;d4a-%@Vu5muzwEq33o6o*I?eDZJV)s3-1~>2faLW0e
zMT20a`$2x>s<Ybxe3##e)J(@mo!*9|2`DLP1!qzu`ww8v2?EX*Ut=I;4+>~}ev1c5
zS)sGaZ-iMAW4TsYRO%v92xMW0uYCInPOwlLj@b{tBotKCPreSX(+er9wb7G@=wT_q
zWy4r(WS4@8hH3O}FE6!8I9wRcjyati12_ixdkLCaryhT>TM}xj5SPm{#tpwUXcF(F
zi{x|W-@(xQgGyN9eOl2aM25Yi&}A0=I!fC;NJr^E!0go!>ZY`^N@w${C6R+A53$G&
zx9Gi?7>Zz+PO+h@8a$2VDC^IjyoMv@J0O;)I$D1eT#Q9O>Mow7U2p5J5)FX>t#_M&
z^n{^|LzmA}Vf@RRq0Dq#PT68umQor)Ocp~+s!Y>91a*pWC>+c=pKB{m2F5j7#TBsc
zWA4#41GNkgeAW>6TGsax^0}4K$wL(gezo$)>_0#*2c2ho`O~(U83s$v;pDui9dQ_9
z&39A_*qqQMhYC0($41vpg8;9kgBz}5pOxaL0cJ|WmgT`f*PK62iEO=y=s&8vAxs8+
z=^*7Wq>oXy`G*J7#YK|-P6TR#QQb7Mm~9v1E8d}()b`}`V{@3ETJY23A^8?Q3a7KF
zx?P<Msc{T7It2hJO&`Bw@;#FPWnvtC4FVX$_f%(k>Iy?_KKQy*E75jR8LtEbS#)vD
z5t!VNvA_QpHw3RwI7o`8I0g%Okz;Arm?I;M6o8c**$Vs>f?1lJ%rJsDz)H7d%?cl|
z_6{R1MCt;@yiEAzMq!*Eg}?$C>ww<<;9DJlV6Wak&UHi=3^iwubE`anbMl{v+@J#&
z0m6M^cj|l=*~lhG1-sDLq-(4o`*biXhb9_qBV#SDNSTBsFzoC`%b=ZB?AgOvZ+Qbz
zNI;Rl^_LRXwk}b{#8}`+GeA%*aneT|pS`E;e;UtG+Y3>Dui_|#J?Yf87=I<I9p+`!
zn)6g$??1p4>8nFx@|_3f=TekH{NqU$jiUB0gg@%mz~T+zH^fioG?zO6yN46g*_FtV
zVeoI9=IHE%6oaYh9SD@s8eRGl@g+l;xvAB?&wXa8xpye1Ih>xfvB<&UUJ4Xt`)$|l
z#%SsLzkma9CxhErdw0Q*8*#8L*}T*g>>8o?_6%p?w7)-Jq$Lm+Of+iouJTy_)+9{`
z_N^Psl_r!x4MD#s1Kfy;i1^-bP-CgF!@j{cdeuId_PFxya5|aQNB|J&>jWXo^yZ>x
za&<5$jD`x4$Wl!s%SF#kiZY~%I45Ew0r7t4-%)t`h7`&sP<<I{#;<mdy@g9ADG=kP
z!Zl<%W3Q~Dqwu{BobZg)G^lny&$0_(QoC@qFMAQ2Wx7B#=CxV&+-Fgzk-))lhXppr
z3mwz$%!5oPa?`)?h3I2#YM8ji3}8y{Z_7dlpx_j>+lER`Gj$n=<lEMEFm*r3lpCdv
zy3e2)knm9l&*3~K9c8L}w<#t}dP98C38eq|-0(ac0v){gLDvKgiHDhCPTKCJHj>h1
zMKw}LycTAMZPigjpX87S6?&A>1ccjvgA&>6UwqmhR|>Av9>ae+{V{JY7#3ncJe-E=
z(*7?!@#t(kx5HiZe}F9-k?KGtvjF_t!<R4m>i;iCuFnqRW&S25ap$yt9mB>9uW-}Y
z6>*0y8-NHzg?+vw7M=JX))F@|7GV>D2`cgE5&4aHF9mQ>dm#{?)%2^t`s&q8lyn3O
zmHAErVGA&+XdvWmyYpMd1d*i?CNl?@S~+*}4rJ?1hKO6!UyMTq9`Hqk1<w@d^pH#(
zo@T!G-bFw-rUECa2@2)e>Wvq%^^{=9T>DDF%!yo`vl!d9w#x=TSdfM6%<3$Mf7)`C
zg$&9)9w^FQM>Uk15o7D2EX<>D>D#r$PN$W01)<R|sp=d}yknZ5NfXsrKyW_O$~r5|
zt3#+Ljs49#8jdD(!ilrP;C0^w`vH48O=X{Les!45evVT`9Op;>0|W}K8VS^#a^a{-
zofryK$R|-XYzWW-O=UwGHOrV^6xFVQh2$){Vm)#o<Y-W!#o2IzV2}Yd-&OC}`W#m%
zy?2e(e9_&Vi|{+OkyU?sN!Y4qj{#k5U*vIn_ZAt#ei0p&(rvbuTN?|d@&M6XfD)Wq
znfVFM|D&~OET)XR+|wg89j@O#tlOmQ_zNCDL6P9M=1-gRpQIyJ=N<MYF^%|r{krDY
z(uET{Mw%$sY+JV)BtH0E9f@v=k%$N3^wsaRk8&UwY2e()WYqr+ZTh$AAYK#%6c5+5
zEUY1vURED@4n)sv)ugTx^!aAa>z=mDQ0)DB8`OKI<fC}+3lePAWG0m}$-Z5!JR==n
z#4^4be(aP`U7*$R3ZCtjKl(@_No6>;cf9@z3&pYL1p%?B!9U@lu=gUGGD&dv+W|nn
zl!oi$g3J|7eoyfh$T$0?r}&#D$bvcU2_RyTPB?o|A$5F6iiLup_Nl>yBat%xC-Er6
z=j=WVF%_EVX0QGsimg4*J{J*T!DmiJLIZjzZk^vyoT$C47&+WZ4riARULkTGh4GJ_
z0+OBKQgFaA8W|T_c&)IK_w94=dsd+G*!ADD_z_a9s3ihO<p)kEZ)Ul4!|9X#WXdl%
z%pS#NkJyhvRUv<gyk5FAIHwUdj^TZ)jYtgvBTH)Vm`Fr{as7C%W^^>cI&z-?mI23?
z+dKxiTvkdTMTPWY*3^(P+J_=gn&C3wDPMpDA7`5c4Vs%erwC%Ha>3TY5NAYZ_rivl
z&KnM&cwr5}Els&UYs}Sz+Xl=??r@c}l2l6+I$V?XQPqrbLPsD+ud*Bm4d5Ec9)QnO
z!?AX<i95iZq~O_I{4e?*@zWs=Ap7Jm*Jl{nyRsR8f!M_?k9VP|<)-h5wHEC@StClH
zyO6eXbdFf<QEfV86>61e;GCp7rwu}yfFQq0>R>FO0cWO+K#iGcK!t?TPVnD_yY@J>
z!q)m}zuw+E$IyFYJr2L%T`u)wd302L5!gdpKE=V6ZW_stwBvVgn5T1#RkyW6{{vXk
z!BGr@UcH=nnwy)qr?1rr4ujtwSH{YubHS#olB?~jb2evIrw&PJ5Vs-1h7&<rr2nai
zy#44Gw6FA@RZq6S+J_!9iEq^tZ=;VNTQwm&z{lRfBgmHClo&z4)RHFnmTu;Wyq54E
zfN~@XL+#Rr2z7JKA?uiR5G<vU^wsg{=I`wK!ni;lq9gbv`;wkAm&hhmQ0a<_P2_hW
zfSd5G1PM6z;kcHN(4_p;>{L<A06@M&y1zT}d);cjb@@#!d|>3BZ{Ul!B>lwu(O=hs
z9uNKG^s0%g75;a{Sc>_FOF4cN8`-bZ?Y)nmS}v^H>WQa0oRA#r-4Md>B1;KA#$qK`
z-fz;DlMls{v#Abs=VyNxxmftK18~&f_zo&%guDuQS!bmuX-L*)4`ikku)p#Osy<sU
z2#$iXxrDm<3M8o0Y5(Ovz>f_Ual}-(Lr+|6lNq`<RDu-#Qlm4=#hU)E8?wf_!ot#%
z!kS}x%VhA=Q9+&^<p|wmNA_z9lV2qqYFS*Y^v5y_Y6onAU@s6Sxp(tCF-*T^=QIvp
z^goNRD}xs@!=Owul0YYRJ8tc~RDgyDD)92R5`OgC>3~e-@=QXlu*9D4m5(rmfUB~U
zPw;CYHg*662TNpm(Vu>`O}>C|==@rL`ZE>4)7nVDerpsVPCV*`{+d`8EMGD;)qZW_
zF<sGB@jay6VlAr)xB~&yLZ~lvs`v>$!^A=9bp3x_&X7eEIWt^G=!Pu49LDK)ie5QB
z_G!8pBUgFZN1M39nf9Rt(z%sN{ei&4xkD_&wW27&5Zw5~A2~uI_+Rg9JXl7CFWXuA
z7>0Bj-qZ@2EqO9{_&sm4N0*)Kq@6Ae-H!sWC1Xg#8C@6DI_*&*Z<JHhz-t5soRm@_
z;gMUyz3O@Pgj6OMbM$OX;<4lUS?|U_uC5lSE@dnU;Naki_&k+}M@P!_rO+--a+S_#
zc=^WqT;FY6Xwkp&@-og>pME@P8xeQ=vze<_%@ZEnxc=-)(8x`|vA9!ru%u(>n$h}j
z_7qvZZ&D;HH7!NND$=?ipy&N$)=yN*4+cvRAOd9X#^qVj{{!SF6{b;tdC8|i0#HYU
z{W<uJnFJnIeZ6&YF5RERgHrw<K;n3iia_4W`Z^})eE!;|F*`L<^Y>mbEARK2?VGRP
zZ4)OBQYSKJIoA;+3fE3recvyq-p;8i38#~rr0p!l%rFJX^s{2!0Sq~&6LA#H^2Xoz
zmc~}+_PtAyoBY<1RV@6Dc9UXTMm*5+P-I93uSHf>$!G3)X0tDGhju9fuMM(On5>L@
zppw+KJG`T-%a0f+A8bx*%R+zZP^i&HkA0|!ETxie%fXf7Th#U=m{i)Ry2UIX10t^u
zm~eK>5v;MJ;24ud`L8O3^J)3XqYZOYFY?M>ujATuN0Aw#+x9D@i}UjNKmD7Gt}zu~
zo$XRn9j`xV(1kaR5C}rzgu#+5l^FtTbnd)n%(7N$nro1U;@-Xs3mEF1`jR)UO6V)M
z4c!nZh$wlGty9(}=<jgCO_5dC<SqBd=F}@Q(<m#$IVFkJE>G|)dR*f{o2UIc*6w7p
zAo|_E+*fMH?;T#zK!cKX6elc`lw2yp^o~cAa;RlKO)f|yP|j2XVgor)9EAKH(W~4A
zt5%;LS*3l=<1%}|w-jMH!COCNs|-0AVRhs{YO>MreDiUs@Pr*$>!&QohaWkpUPm5X
z**mF|omi=tPV21Ucnrm^_4Q?6IEnan@<NLdweqz@jxg@?mK=&oiT!(fNDD=py=WG9
zPS?S_y{_^(J3F{DJiKCQ)B1j4@<uf%skn2~ceJb$4OGVRdV?Ww7#291|0$w|q0uEy
z)KI$EwQ=$UCD0~5mr{Sn)A92oSLK(Ki`}DW@t9V#ADEeCkU_GzZLAD4j2*1$*8#xS
zxnF%JTQwFi<^Aez=$8)tTkpm~Z=(0Ul&`9qx@@d;EMXwz3Lk~VsZeFU8Y~r`e8Za@
z;12%CL?tU7tX!`8?$geI2lt_-EvW()7Fslh|CbjUdOjUh@(-qNmRWA8A>m!`a|q3T
zEr;;z{kn-B1{W<VC;}10sYRD1Nk@Z>Jt}Qi%kXrx;O3N_fSzrN74Ha{_mSMOQ?hLf
zRHa|D4JFvi4{g_lI|<8kn-k4$XptY4hc4-}p(|nXmAsPWEc99<LIlK$)*yb`;hh}0
zLKeHYKcKy{T0nS&hC3Le11%xAxAE#qTWeCcuUl8Xk*zvH$YwE7!dKvCD$0aOg*M(Z
zGl95)F&wC^E=yw4X{ULhfHsLm`U?J9PJI=DTiZ9j2G9hue0xhJQ#$_+$o5yo8MIHv
z5xf$_uUThydHfEAj)Q#oH9Hl@u&;zd>Iu@^ftq3;z0W<jmLiNiqy=v#kidV{PLG>k
zmEc#$%-gylyFIOOjg$=>%Mksp(oP8d8IEnY?0HLiDa3I=A{hN;XZ+)%;ZCt=o`Q7a
zsV~($9=<IehMH6{!{Cx(Z~}hF+}wO%l?5ddC{`v652Mpr)mCHdiEtG9E`&%a6+)`^
z{?lA2aVlJqpx^LpSm(~Dk(qTct`4Z8hIwI6dECJkh;QrrKG*WX3YvUp1<k?+3kXy(
ziYzzKG3~yKpc`ix(T;&(Fb2b3o$W5;PUR$IN1gkp+V@7Pr7#?_BVxrI1l2_?{C}}y
z*e4&aI*Xa3drvTQgLrQ0@C9w&5wqfC1eD$4P8qWRiyiE7DF>f=)nbCv&2l$6$pqc+
z6FKNuGSP3XHjR9I4yaEo=*>`7oecmU<8K+*&$D}$R^PYxJW!jHvR4L2(RCUxEu}IG
z`aBkYQ;D2V-vu&6iowIb)H?c`1I?C$+^1KB@|8|tR%8@IOK*v`8lFyHkD7ljQv!6a
z+5Tw1zD9o}-jyj0PVd5TdvyH#N!NerIdj?7>XCNar)<95qU%hkK0^SO*>Ic^YKoP{
z{;{P@UVy-m(H5ra==!;<WX<TCNS1RSjj3h>9`nGVixSl0Th<?*)Zckf8*v4-q7_Bm
zG(nw7iv`$(phkZllbKc78``hTjjHW@?Ho;C9N5VRIs(u}17?oiKsgNpgIuD4zwPWf
zq2U@+IWfQ1WT5c!X56~RJZhe|X`1Zqc-hfz#4N-2F}Y%e_085R*UJYh#~9j9&AEo|
ze(EqqCGV0Tmj&41U30h#)>VHN2jS4Z66ABa*3;bQO9N3$BQm|QhAOQ?x1_`@f2JFb
zcEgNS?QYL$M$Z$a0J@H8nw6j4G4(<s{f((P32XLmJ|3OY_12XH72cBarg>>^nENX>
zJvx~<7!dKIRLy$|;VY@t2ajl&%Yq0LXK=S|w;_nI;=U%FjCp%dLEZ);8N<4bO<A;=
z>W1Nc&-?uMmNUPEHN0h6QtO+bvRE-%7UeY%jm4I^ZEfzq)Nu{b?~bgqT+97_jyfyZ
zN4V&HrQH@LBj|5D5jB-@B#E6{P&4Bm7Q$Lc<Jwcn$O2UgByUJ4gqDdH96fvML9D0K
z%LuuZ1QsI1dH|8IR~)WfNv|W=8OlW(p0l5`eO-z_tCE|(BZ|)gqG6D3xgOf`r{F)9
zM!R2u73;HL!VBN4^3atgv3Ir9A#WtZT4pjJuFtgJE4EZyJ%t(`-?Yb7w%urP<%zV)
z)INDd07oOu^#8J)LRmj{bj0v~lgd9@t{`pjP+53j7}(L*B>#EPj1&hyFo6>N!CnN%
z$l@xoNqz)u7NzK`BxP{ytFgYZ{+VmHVziT<(=1gMB$eE4_e`<Y`-NdKV6%6WX5l&H
zYeD?;V0An{y88rIC4VzkDOgh_JB?)C{IwYwS2tc31omEUWc(#AKVf>J`t%1^{)eP}
zWrJ`f$vtJbxMsqrwTrD{YVHKaTL2s-|4>xS?Z&s2y5LlHX6V#Exb?#K15y;NMjL6j
zk=~uH2lP)giSu2IE1H3br)I5uzb_?DKX1asias-mCPs_1$3<q0aq48tlvK77&!0_C
z?eg;tt?~oT?Nb*VQ2G8ZCtv%9Ki^qUa{#huqDDFS-<6s%0ZP;5u5k9(RQ*@HY7Rbz
zMSIxk8aTJ1jTpurv4+_@-Ur!8^hm*<t`dws2;90Hp@5O5pPqdvbPKM+tE?m?LpdFc
zcj?CU5ItSPCjlGJy&jzg8irXG(!S<NR)kF;eD7yIJ)}n;<g$fO)S(i{sypKovP4n-
zJ>EejWJxXgY_EeSWt>nl3Bd#LhN=Yj2>2Co$|;3%F%22~30}`e9G5%cd=F2>yTMr~
zUkH=l8TR)4S#rXJ;X3LKHCGh$zo?awfk$Xj^{{eeUc|Vy1xeW!p}0Y8E)I%!tD800
ztOKiV)=tLqaEVu#Zskk&q1Uk}W#x-oTjq=MK^!G-O$;(9y*-WzstqGGt?y}Z?wo*0
z2y4H=7f}Kh{^N(lNl+3}2(!q$+3=?x59v%0FLTKggCIPlyzOHrF`P+DIqOcHg@n4*
z9<aYB4ZximB>@qcFxn3W&+q!X-u{i>ARO|p6A|IMnADyDlq%)QS*t?EJ(Thr2v}7;
zuJZs;Q|h##ml=(#qsAX_aU2y|I&+RK7;>=>mMfM(GE0!W<GlRo1ZFafj`&Z@m2GJe
z9ZMP=mLw46cM<^H$*ADLlA#gp_PRieckp0YXwg%BynAY@`koy(=#hWWIZWa6ur>$b
zFc3L4906}I+D;Atqiu)D1okVO$5jw`ZA^>?FKbvSAc@_z3<O|n#(BHTU>Nmdsyx+>
zc{YPy52sR-Bvs#`nR*#nF(RR5RHV2PVh~4;N?Eu~1cxi~&#1D5rUsj|_Etb;(q8v}
zzGi3Qx8Uae=KFli-I`4Ps2b>!d*W^w9=qf1iO<klo0|pIym5s~R!oCvju`PSJUi(?
zIB@bY4RZq*!zj-t8->phEv-qIT~-kM=aLI6K_E76%U6j6LQ#KZi=Qb+71N({IHju)
z42jSAh=VU)4GLbeEUE8bKF+k3m7fCnKCB#7N>~kzz)#*Ttu4P&i;vXVi>uRE;4nTf
zKH>99@TMk;KF06ac8)miQkr}M)Zp@-9hPXK)I^^_Ls5__m&gWoXA}UbtnL=!TKyk@
z-b@^fv7E6oy%wH0wdKvg8oZN=cScRKr)^L?y_GW)yTOJ^C`Vu+E4$*Fn1~=XMRezQ
zwAV+<N4wcU%8L<I6`ZN$Vmh@r4f&({{sS3?;%_F*dP?uj>SJLC%vT2N{$ZDe^2(y`
z7!ajHSe*}gz&8Mj7EFguJn|iJ2*%6m2Cw!SB+ML`_93{+Ai7!3K3(s6zET>fQR%2G
zm=`RLH7R!eQ_v&egV}KNOJkOlag=GZ^a?b(<=9zX;!Fv-Ur7?KR_^In+Grv*>^RaN
zO+%w=$CYT;;ok3@b71c)*ww}m`e7@@7dq)N(TSx?URHzdL1#8>U^jhh^CJ~ue)-Tj
zuW0b+I$>>ye=?RpZte0x&jPDbsrNe!r$Sd9X^|<M9BrJ@v>#6)rACwVmyce*T}OZ&
z!TWd5D;E7-9ucV6pLTc+meg<<0W4gj7g)(`37+&DE|V6177c`Kpn-+8Ct-mLoT{cE
z+ycY;`^Q2Bar3@9)3J)Um1)tY2-{>`dQ0wsr+1neZ~p_hCuuZzV8bBvzj8*o)Z6Lm
z!@E3gWyQ}lPJ*vcBJvDsEC{o8<r$~?ff$;{Dr$3~uIJ}&1VELU9nzj?n~quC*a@Po
z+u|a?F}fNOu6fNnx_wcxRPESi<IP1T`DyDR*tbNJ==`S%G*pj^r^4~N(BT(VJTo2w
z@w0uuxCC;1KfGskPzX;<5?&$g>v6gPsx1LkhO_Wt0xXPCv|^r%TY6pbmG9^}%LPI&
zYNHHl(gb)E%lY&opW$k<8ML(j3)9C%RRz&MI!&S#uKiuoqgNuJ$q3<GuiLpq1ii#S
zD3WmUa{1!7FJzrCkHN4>sZP?Tf+d}rx1kmdeV5cQs@dzdJZRzK-@aJU-pmgkg_apu
zd0fX6Bqkx4BMTR2`%wtXLI&JuQSg(}HLcJ;CS6HTCdDDD^d4eA1w|Zpc>IrHj2D&L
z-h%7J1mQnk)Nc_V4j|-GRK6H9ox%JpDq`<C`A1JO0wTsSpvSGfpgOHb3Irl9g^_H=
zE-d^HJC^relw?fBSQC1D3BA{wmBjqJb2djy;P}dD*aZy;iiR)@<w~2mc{y?wfTh`B
zt~;`;`pBCSuR_@88HA1y?h$F|%p=d2gdf`9&9Zm?8)hMxHiRD7fYkQrI)D8jRg55e
zPhvXn*svs{!eIE_cB`&`+vB9o-ORhCuB9d4r?Yd5A<W#9euq#Io?S*e>{T$FQ~M^<
zV`AFSml9@5ry&cAeqa^Z)Tt4X81n5g1rydtdh8a{NxgNTHwm$*P8RNUkzs5hz4y6{
z7}3I7?|k@MFM(#V!^gYm<m9CLlL@mChF>46+ne8WH2j+e8+38i*KMR*jG0@t>vVK!
z68fe0t%Mo=Teq|0Gw2B-goe-9NUak-SDLyWWwwg@7sC*(joGG40=4h(-gwio@f{K{
zz0no;3*DEdc6)YfA?q~;gCo%x|Iu+fzxIECUt@Tpec$+ndh4HQRnAfMBgC%twoU{0
zg_#WluaOHrbPxRBnOFZm^*rnnp`O<{=6kx15fgiw$=~S8oFCnZ>bo`@tNjm9o2!C=
z@b~6l)GHDd2Ll!c{{swte~GWYG;g{74`BN!H*|Tk^dDe>lZ<*d>nvd#0a7!r+AJH;
zN72hOs1u?}6Nn=TN)R3|^|DSQ36H+`MGoACz7aZFMB4PF<Qub>8DJe@dO@2t6mWB!
z^@hTwrKLAB8<YJy3PMWS((%i?d7pkwI=BQ9)g=u1w?$Y2y3xD;v_93$EZj*a;WcP)
z0-{J4a%Wcrp8r5V_(Pvt&m6zL@Evy8G~iYXb+?OozKA7Bu#R-y*<N#ylHNTj4rpc3
zJj%U#>bS#1B2-JlX+PW|4Z&{mE=II7(xVwx*AT!Yjvzytb2&Z49+&C|cUAjIZW56O
zB};Q)i#)`>(*$iNW+bUqQR97Rnk^#FCtjnJY68L_iHQ!1Ms*Q43C*P(Yhm9Xu^}>+
z;gzf@#!A&)F>@?<M$JFUQIp@5Q&-CP$)+(*C$EuInx|3vxlH^oHoA~G#&DTg3)cZ0
zb@%1W6)-uk)}O>?+3P&q0J5Xt_aZi34;Qb4!x^=R%WVK}bG(ewiGb|x(^MI1gz*tr
zw(WtGmS^X>G++#TnlG_20|fg|V@U}8@X~K4u3Bs9)lsLy9kA~|KJBY+I@1hlo}I6A
z|2|oK9JxNv(jY&hl1ZXUX}I`%;FODmzU1gH;#B$;z#USO3kr61n5sL6XCkJB0`X7#
z*E0YSElvCrV}&j@SbktQUaFSRcb*1fBo5W2N}wu|Ih<dFkme`62dcig`$R;D$k8Ol
z1aI{Fw0-Lb%wfaqWg-{b`KOE>T6YV<xS|Nc?f-Cg|6Le@%Pbj1KfpB7zInAb?bPxX
zjN9&Vd>xW$6a8+Ts`Kvz8-#hNU=J55RC)jnb*2dg6a|V#n)3O3I85Yzgh>GxOe17f
z$+%cyi~{@~7U~W?`yM5Rmu$iJfp2alkL^LiA|e<Bqkew=X`#(knU}b<PKpJJw7Nt1
z{9m+7ky-Il6d;xFAN1pLAbC;nZ2Si(-{>6p;C%=naBa(FlKAGL!0XbnetPvVgr%VK
zuEAyIVReZ`h)Z$3{h;LPpthFsqY%=FiwqJ>j?;C3wl{Om0-)1t3DBNNB39|&z}`$F
z&j-n8MUge0<?OdgM0=VC8WiM+#R+O<&8IU?q;a{AkScX*EVLFpqk#&DO!#b0V(_qr
z4#oWAw=pLpHTLKX!-AYFXVh_Y{E?MfsgYh`Ex(E3_d<guhkP%#YueM>o5F<G)Zgt-
zqko)x%>DJ7SU%?58TAo^YO<kR%+GaRlr(xim+~rk7;^WHBnv`xG-+eWzV&8`%k#Z+
z-3&7n21Yj+P8ykGaL-nu8emN9spavYlbomU8{`Vnfb;{CCaHh0Fd{%F4+>Vzm_|R?
zV0p|Z@rD$ItNB!$BSuYpb%Z%H5tRiR2}HrQ%qu3E9k!O?_2Wfw5NrAl$JcG=TD@m<
z7b!RkFwvHdaIVem5t#9!RD~$jh-MoK0wpBN8KHXe0A$9}Xj{|5_bz3%R4Pqvb)7OE
zn)|A{?AQxi>;{MfP;$Ko2v^656Ip|s&?X5m4$Tf5<7n6`S6?gYcW5Kzd?m8-NqV@(
z-{Vvo@wkyjJf#jVV{bec5kftqS|W^$Xe8jT*xe8E$sAd?0fD6|hixDB1%Cjy`<aFd
zn3%wYCsH0S>dwg>sH<B?2r2%0ckxeL_YP^w#xGGIH-8cDVd6Z)uU|2Y@|6EDPja9d
z2;1A=7VBx~yEy9))Vu7E0RV$cn3XO;dLVq(6H%878S&u0>*Hx!6hvdo^f-fqC9_NB
z3^#Gup<?fn05t{WDAcbcY}43`1xx*Bj{|{*Y{|DsAbMNOfl8tkV$feHi{&TjcQ51F
zOg9fK6hc6$AySEfS9gzv?$<Pz#0(p98O`IVny55{cmj!jk`P3HN{LPzQ?Zj`<sl&8
z`9YFIBf;tVo;L6ABGdY_h3n0y3)W^%h7WhfgBPt@lPbISf&Beh{DukL-uZql^Et0a
z4f_40R{zd_zlc(4J`!4VpWIy!J$AzLx@a+(smd&J{C(*pB1#!+#5v*Wf04!l$+3ah
zq>NiH@mR7+C+!t1{hq<ZKIbG`ZhaDHyM6f(0|95al;GE`tJY!<x##|J4CW+o_`a*W
z#l8}6w2ra#CvH-(s|#{v&vHQF6a5B9a*oGAax_Mvju?)q2IkozkvG{f4g3m)kKAlv
z|3Wm81ah1YD5h1Tje@rlILgN&*P$VhOKC-g7&q>!_+}W?N;{e>8oFjhmY~dIrN5by
z)7;Rz^4FncYR-Blwdd-6r9JjEafn8tY&h6}#UMmj+H(odCAF&P4gTo<&AVKB8M8=F
zS8?a)BerD6bRvBB4z&0kqcS!fp|L=`GaS=2ZkNue{L2b9`W3J4=sOJ+t`vQ#bQLg$
ze~@%l5?a_4a#p-a!+nkXn)~k0cZb$W<yEPbM0>17Haeh=h2Ubi6bl4ld>1k-SAnbn
zFUL#SK;w1K3FluRESh_98Fe|ME*XO?vDqk9wFp)o_1nT@d$p-Qu)vQbTwJ9{)oKO9
zD?EOxbg53&X*@W9NcY{ovQgFU1&|q1u*=bJzMe{_91k!I6e+A9vTyJSRW@cVvbw5Z
zx~fogos`@Z=Ru1xjM^Y$T{c?BTNT|9VXz>O4yCi}5l49=zEgA)Bqy-noFv72emu&x
zmp<ik{vFZ7k0T}^rkxt)`sOe$Hg@1ek+Nr#mbhMzqd&&E->fEex4MIebi#mz7Axd>
z8Fz1^v5fBNn||2GFk4E@6lrquO#iNNaw}na@BC=#DyG&-=Ub(88APe2$}F{vs!~BC
zgHb^&90b&9K0OmN-89+!`0_(jBGCnnc-C5&Oe<lXzmGs2D|62vsq$)k@J?5=(gnG9
zPX5z!=U}BTR#TPj{vwk_rCZmzt&slD-f<JdmTtv1XCVgcZ>M8sRS}EB0wvya16w&?
zqDMchcNB$}A<QnNK)_Drj7HD$mEl*sQ~gV$+MGQs4e6Sw{r-04kna|&0oBVBAf>cz
zQyxq(3%p+locAfXq%Hm`QTLJhk>b(nW(JxFtQe?pw#L$~B=;_fwwNxJQHpEYC(nFO
z^p*iQ^6IB1uu8WwLpfqrBdqU`xLUO-VB}@wW$;UiVnuyLf8Q1vLE%Jp9cX*SN6Dzy
z;9l`7)W&vSgBfqg3RJMBJoNjpijlh&>UY>Q*LZZ;^j(qNAR0{ZNu1npAta|17oj?n
zw?~?oKp47yx-(F%{rQsErjEzBu-?wQ_a=z#_^ps&&J<2LwMrdt^#JXGvv`!z{Lf7(
z<K*a5rniJhLr6jX%@|&UF>X?Y(fAJN+##~3{vV=568$3(*#vw;l8pxRfz&Qxh0<r>
zZ7ogqboI%&xr-j8imgAGP=ySrzeL@zWm;u*zXH<V{(-}W6{xPOrI$q!ka1FD!B+qV
zRfmCdS2BK1CSIaY#pF&wH5PNo0JoWIZ;^7ub=C}Ic|n!38ck&iQyUQ16HM|@f$u|3
zu2dVMlB>`4ryO>dW8^E;jV+$7URrJgqaP|Y@@RGMwJsK<a^!HN<$jbzmZ_w;+M_MC
zd_0Y9x{;+_I9VelLsR1Bjv>w-TZoF(_M=EEAYb@=E4*)@aR2vFf`5bx=|=ZvEcTmx
z8dp<ySoy^kwr*-CWcx`KcZ=i)GO(%jdkKx9Bv8@~s)u2dl3K7c6n#XZ7(C6DJ5!kj
zg)0Ebmw4t2k%AOdLe8d9#{ObGT3%N9;hd}wrUH*5sADecTRt-5zt%gl#9FRH3*B1I
ze-}NQ0pqNgPLYY#yg1l^GM33FbJc03)$>S7yjWbsSeoa5_s_ZbRYAg1z5P+JsXR}-
zmdN(^0e!JwXB7LZW+sFAw>;mr;!DoX2TCwht$n!195PzY&D(mv4}aO$GY<c`{85y;
zW)s{xQ=ym6PP2-8z%$%gijVpy&u}?^{@VceN(4Tx5&(?dkzN1E9cQYtH+2@^`sS#;
z*^x#S&-nw+#l!e)xJid0)qNC}g4M$OcZD?dw_uTS6@{hDBo(udig-?fD$dn5Tk!=5
zzmw2JQCQI@8xMp(n!6$ZYj>LbWTK$~d4{sn_7o)vt;Ip59YFcVF~k1PleX95@ZzxW
zRJFFhTprGm(5HJBw{r8rsmvnfmP4)_aim&%0HMiZ5C#q&!V&j+sV#x4;>I|{R9He+
zMvSnyeiXcw1}tR*mTSVYR7L$JvvlV)1vKVakie-};SwS>4KRu`s%=Nw9ag9c&(M##
z>fZ+uIH`q9iaH1*56#{EH_4(pIyfnB(JGu}X0@K%T}r3=?~Ku>32$Sns!At7h8mXi
zI%)v17k>?jX)yv<&#S=ZT(77OCK<sC=sZM0;|OYNCHw%bOu<rGn5oD_Z73VJrFSok
z{!Nx40JX%|IJvdJTRGXFrIdN8un{Z=H7^Rh6n|k_V6~@3T1`Z2SZa|b>ZJy>SDoV4
zz13GK!)Oo0?N;LF4wz6rvxm7^#2@B_d_rc&{|<qtt*}%I3IsSbpYC19O>#+q(!m%D
zt3{64*SBMa&XFyC3~|0t7?-u$4yJUnZsaV&Naa-}k+tSmRL?o=2|%>19u~5ldKQ|0
zl;w?`^AL2>fD8~HKhx_#ZBH3C{0rKR6JPiw;%TkC{mW*{w{h^)S1~llSz-6Hc8Os~
zD_KmOrwX}^JpC}?=eH6`j-3e@!*}hts?txq<ralnLNEpWiOdYt@F|h`nE_PFki|sh
zi_JDAT9S%1Wxap{9mb$ed&e1jr{OeyMV1%h{L9|*%N<yAE@|74!@b{3qI_xelw>og
zDahHN)Q+cvSF|>uJ8^kgq;UPHX1!{ynroJ6GtG=jY~@@38~Bj9z3KGZsaMEj23Ft%
zptm1c`InN*Nlqw<>B4;TWDXCS+1Dc0G%)VRG~(p4frf?qhbj{+aAmX_B2c99j{goN
z#%_tf?2Y<#{&iZ%g0bQ4f*Zx4-FvMt5=x=vXM=n1Rh^08{`vmz4x|=TFu~4m?7l;C
zsm|&~-A6qO0T$w94Fnjy_v~z1W#sc%>_@!a`cB47an9P+IUY~<R~t+|{{g(4&J+?m
z?tNBBNuMd}`}PoEH(jACh3^yFn|Oizs~Xs)2<)kzm{Enz<jfI~WSe^{q&5u_i43|k
zB3a2`_H0BHbs1p>+_@oPgTpD)DaT948t}qG0b^xu!MjuM5v{qs-rA+9s|~J7Yvvv-
zz#je9T5k}6{$Gl7|3OeRn9zi)gJ=z}aRv#UBj3>Xj=gVWKg^7%tW0;Fk;}430sFmK
zX>_b>U^ACp5&)B24e*NQt@B4Ys;xTaA^x3E??{qgbv*rcgxaB(Oh{@~3J;%}7DyRY
zus-oDXhs2#e%o8B7FQ>IU@BMosi;BX=VS7cUGEG`gNlpeiDQ)|Y3cnUVMT}$!13%J
zTM{(`nUs$wNKZpOzWdWd-)b8!bnO1vei&N(`Nwv#NH523u4=M{@>utM&Wf&jD_<^@
zXNJuijL_Sn0B@UV^;-FQ^JL9v_C*p{eGMkzV~zbGbITt|vna^P9&>KwpKFDAq5@@n
z`5!-I8{uz*71QLxA9d4|It|!Hw5u{LCRO-Ul{wCyAcmY!IEjEQKkIagRaI3`mixTu
z^Dll6CZ6CeKN%@~iRdkzGDMIfMHe)hM5AJU0nDy2Jb|P49$SkTQ&6Y#l~^c6wxHdF
zVns~~dvU&rEqotLQ18uld31T)*Hp0TwR-y#16W+K#j0UV>&vJtxfJuru<dg=RguhS
zD^TGaAy_(Fx3v<+T4z(}69+7}ORwzkVV>rJ+`pS!`qe3A*G|;-OsQSc>~gJ17<IA%
z*~$?k-sW4INr`fyjXf5b?~JT742F}dlw+qzsn&Ul%~f9{lm(x@p^YAT)^oqfV>&lu
z36d5f?H8NWLHZ(#6h+yzzvLV9GQFz?E6ZWBn6y<?ajulHm27&WRv7-)eb1j&qB%%&
z;xd6`h`$-{Jz0#Yw<lw`R<T;m&?Qt*Z;~SWlbyt4%aL8Q8(2B1r7W&&ip2~D<D-#(
zg!&^+I?wgq>aXjY0~j;@17Q8ueDgwbfiA-Ot4Dv3KklcM>u-C6WhZ@?0=nrNlEDna
za4mus`5L`oC11(xN^aM<(rWHubPcNCSm;j!M>@d8#M#>Rkk$3Pl{C+Q`62T*mF1s5
z+TWNqavyCqawBdDH=5VaOVI=m+S#~*@obf_GxO}7KUT<XUst?&&751E?|NvMGToqa
zZqWJ9a{xBRra76Fn*dFDHfKCkyu^`!u|TV7BRlAu=NM<=0WL$Ww8^r5=SgyG8H<)l
z<1-r@%dk56EM802{{S~F9vJ7`&ESP195JvcB5R<@H`e=oBH>N=ja!!SXs!s8jMbYM
z-*=TnQ2ur_c-qaR>Z>30*$Uq22>I7&#h?}V61CI)NU8H~PivvjAK@rGypKu;Q$X0I
zrdfXQdT)k6qhWoVlvS@hyA;ZqBowHz<ekGoU;;<@4JzY$uodXbV}+@|;DgGaz*bua
z>Wucw9JyEX%9%6q?VOo;MNN&%K2Gd^c~};!ZnyIJa&@BzL?aj@28+s#VNdurA~ZLe
zE#7>ljrxKS6qR@$RG!G;RJ`x-)gt0=7R>eDa0j7OesEBb6X`!);=7ZoDXc55ttuL3
zfi^rmK(1}=S?s~e6_sV5D|FLDm8B6$5fhr0O4!m9Zosr67#$3TDg#Uh=*u<IoRhAI
zRR^}xF4O*$TTwF8Su%YS^jtd4LuC70Xp#z7I+6T5u2l7jN;v{1U8!>l6vAR?$+p;b
zwZxlDAxLA*vc4aGlzh$*Y4Xpyi}x05VW-LBLoeW09OyVeN%^2ZuzX!+uT&+h?mnlf
zYLq&avuesSUNOvAt~7DA`?Xjrrt?3*XQOB_Owkda_a$-|k#)SZcKXs{BtO@S^fIe;
z2MQMg#z&+e4uYVmcH6deuC%uY9|ko|HpQ53roMk&KMCD5suim^f!|fMTugiJAc?7W
zOd9Jh>qUrXkg56Bsx&A5phiMfLkqzUrqiQFOX$)cT#4USafrI6u-!&<aHiISa*|+~
z9id5IFKOm_?)5N(9y5+hm5dxwV>j@8^biiC|I`5l_%sOeLf5zA&>}~p)-YL#KR4m5
zohWI~{{bq#(rwT4k<*v5IUM}?dlg}e$vDA@Hus(W!02~hTyYdACIgJr{UtX*U1HR=
zPx$`0?(=6%jh6Pk*{i$O;t2#(#@+O=haUJkgKTAk{o7Mc_o~V5-oq2UwU7}k$z+|F
zu^Iov($e0mlZE#{<d||@76k<VG%y^53}Y7m`c#tq%YZq02kqSzwxAroy4vA8v{+aw
zlEI*4E(@69;}WVD4at!Ady@Y{)mw$N(YE2*!QHL61$TG%;6aMJySo*4cQ3BR-JPPv
zwZ);hYk}|2yZ)WEvXdN{y~#YsOz!Ks&XWPYFkh+G%Ftr}D}PtN9HB)d)g<75fL^vQ
zMQZG>d?DOZR_9y{0vpi?2`$n018}SS7*N_@S-5W1Y8Wlc7brMtvJqkFqZrb0QM_Za
zS^xS^xS9H}l1C_DSJ_%FZKRh>XBUrlA7kRScwe)_dW+-7Z`!J~RI4qg6fggI1MsfC
z$rcgrJ8;3nF%{-K0!bj+0o)S!zLHe8G8BF{g?0NcC`D?6@Q70s-v8WpTOyl6EN^dK
z&c}a!rN*K8jtmUJ6dKdMN>Ir))^EXln}8aBIg1UM$&d`w2am#u>iODHYmt1{0Lhas
z$5$%7MW1gw$2O4|*@dp=;Lb@hltG8n2*#heb;SxVmpUgAsH=<Yt0oS<_dVUl*O$S~
z&U0n`o}M)iv}ut`N_QoDY#eQhS0v20Hp64eH%M1>NG(sgn9fYb4&gPyvj*mkmz8EF
z+>+I=rE|$sv&Xq)-*jXdAP*WC=I|Yx(ouE$?<31Ee+j^{G35aI%5>eI%V-vdO7)lQ
zG?d~&7_<MC9!9TPqv7}8{`K9&U`jR9Wz7MSp#XXRJ}z;(9f5;WEdHK9v6~BxE4u#`
zPu1(Zoz{sWhOWk>TK9h*Dj-4zNM;Zub;m?7-)rCg5O7BVo1a_X@QQcoV!r#ZwY=9m
zPUeolIbMgtIoOa&-WAI#Neneg`zN+Mg8KP{v4<1;j5Fr2rs%1Fq<(kxYB?be`9FCt
zxT5|{4SX*b&kMqAzL0Mr>u$e{D4IQ&qFnCcBYn54VZ$iB`slECeJ;v0%v$e`lnvvn
zUxg4f%5r!ZJr%Y8YK~EqrD9h?J?Jz*X#szf!e-kY9$ktaw^7W25D}hnBzpt~VY00z
zD;j4E<e=#liE)<ZM~-hNU5x0**i$xWtSZuhWg05FlngB~8UUt@@(@O;yy8ucO#CCF
zw4A*_yyua++es{&NrMyob0aZPi2f!vLsau84%qF7!E!na<Dp~-AFAvq0lrPm;ur;*
zU*FbVt<ME@$B~xH3EonLG8i@Yun{S{bvi#(+?~osz)BIeDm=3%jhP=I)~uJ@P%<a&
z@1O1hiu`I7y>JQ}H}ta!O%e#V#59D3#dmTtdyPIWI?u=0$VJD4B2kW2)_lDa90LER
z{Y^%HZQwqV&|yy{16qn0b2AhXZhW_i2$L!VTW_fDGq@n+CJx#ela6x6>DhKZwj{w+
z2EjS8zwg)Gm%sYf$J>+Slz6-!RJR<|wZ7g8*|Ycp5Q81&7!X1Dna!C(<Vz`*Rj)J_
zahLMAUwmH+EtX~!tdKAjC#9WKs$9>H&we#Nc&-yOHZk;5#4K2S#xB2`RVGZ7NV7rI
zUb?AQ49f*|1)^_3`u_dNRg)1_2>6b0QDQ|Q1Nz(w#0vq<l-Rp5_Aver9RohmW%$X;
zgUkMO8;8_DHK~7p=v%XbF@g$Xp8ry&pb8*%`Uv+dP$ByJc(kX$QFO$Jegx`4)z87b
z`lrw$n#xSu%pddK-}g!=azQ%=lgp_j%~89!3O?TN$EHx=6#JNnQ-~y;oWFkQM8hV6
z%6s{kgm??QL@&EOa|fjWIy=E^`ma*^<!sf0r`Hg`+3Kx@76=MGaQp4;2q#(SMgQL0
zr$1Q&3v<v005Q%*M<SSBLEdY?=zskGJw8L2N!$ZH#pLrr$?Fu50MS=o2*V{d9W5^4
zJ4}dl6%|N+ZKqXQt&ybu{{)=P$Ju;jUPo&~xR~gTsi{1V=c_j_5vW6b&V<Zz)MJo{
zl9z6+0j)JU-omL9D@(NhpiDXgH(5d`4$?Hzw2)j5RgAoO4r)prb%UJ2FnMYu*f0Mz
zIc!5k`X+1oMD_f3Y*bQGkabLuSUq^5IX6ZI*4<^~Asi<IGFU3TRIkpJ{y?^d#4sHL
z3&~aVV%-5Q{DQr@M53cgvb`JWPQ9Tf$A<HV`@>190$fOiZ5_X{Jp~+MbaHaOg9FI>
za{Zc=l}aN)Ku@jsc6ci<F|Q(!^xx)sifC!^iF7P82W%v2L!uM&`<=U#mBHr+EN!H3
zgMcz20k+ITvE<{+Cdcv%Iexu#Y$TvTqc?!8hRE|q6dKDL11-K+C<H|xZaB)L+fj<b
zTjd~STY^xSPeIMc8$hKW7P=>mS=K^Ch`NS<WV%a{L_exk!L$lr3WZmL_=oViFktv&
z>i>mzOaB)?^56Uqusz4{KR{y9t88N#`$k8{M83mIbnxG?B+qeI5jcn-kvF*aj*R3$
z4+iS(!}&T%_5Thd_1mNqm%L(8gLk&f1R#oRyyE~1%iur|{0_OOk)fbWhzVpKzit?i
z>Mr29UmW5YjR@0_G`)IjLy;;g9f2x<;h}^nA!j5HiMFC2-)tel*ni=e4tJr{e}!JA
zNHiaRA4vTKAQFxjg7*6OOoeD|y|xFh((!oEG2uhM<4hiGWa|oKC-7dYtc;<j=n(nX
zY-z7YwFihZiyG?9J15aY)P7X=Gw5IcT672t#SkGMPG|SFu1G899yZe&fU<d<Zjsa*
zApmb^At|iy%ASm;$1oW-Q;5qDlm`AXJ^xK#+bKT9x2xOR(;hh&mp{z0Z?KBl4X?_a
z($#ZgGDrYgTcYNrF0^dSL9V@8>T|y6qNsw1zH<>SUZAvmk!Pjw`<nKOhH_a|o-#l8
zPbLN-I4F-g53sJ(I2LKxSf@!I1Al%97YN!=Ufwz*8%YE4IMt2*OhTpZc5t1Z-8KD+
z?e7P7d_5=BQP5}qQOqv)Ha7na{y?XD5^NRK7!ZH$?oB$J7!o<AxXjl2mw@%)O;9J2
zXynb{%U<}x0)x~Uhzn#Q+K+{eb$angE(Y(PHXzXqJ~w1l{I@csr9+M)Z!r%;V6Hq*
zd-07YN#-{MZ5O(e0RZ-n`FzOFW2QFzM8NhqP}B{NenDP%%l?0UBQ9wjU=ezg8p*er
zRtpK8g!L5Q?WE<&)nTfdoME5GZ8QVb$y#RP3q@tX8Pp93k<HbaeCi7TeQR_qRAFmo
zNCNnB|IO(h8RDgdB$+2i*qEhD<H#`1ZV0}l<la0wkQDosyb6oKx<3SGeh1F0oz=Mt
z+FG9a@~61tM*zmumt-C??=9y&qF38Pda1(mlwE`)XRm+JW?<RM%n;-8c{tjAHr|d*
zh`i@Ptr);cc5S^@|K6WM8I6ia3@ywykR@X7Ei>{`?kk_7R2K&)=`eTL`#pwL))K(>
zTjBjxix24+n7V!JEVUSEmYM!%#&1EPm|BF2ugpX75-z0g@HPyou-ScwTM`7V-vs<+
z4TEWwrgBO&W8CRxXcvztHSqSalNCBR*KQI`qg-UEg}vHpWpE<{YHVAwqhP<o!p8k=
zi|mPV;Y;JsLmak@`67Z$f?5N{TA$V+&Y&+-%C3)56I{>h_%h0$hCK@Xt7}{{Bkf<c
z;b?f)RkeaZ=9e7~^I9}2nh8qM*H>GTl>u`b*n$IxI-oe+C4oT`ZZFM9F=4H;qbXr%
z`u%dM?4o)u7;h#Oz2M3RFW*_1VsfOsA_oaIqn^QF)eDv)aTcx(z<70ZA^4$zd)e8N
z<$gL>*87#CiQ<8e90lgb?8?5mhWq?3C!zPfnvo#|fSF&V;Ew;NAjw7Zc@y%~X{4p*
zYfHL<Sg$&T$VJg`$}ZdkR4E~neSzu}ki$%;FbKi=^?VOMMrYePiQVUJ?|KOciLCMI
zOyRUJ9jk77-t!J%$YkF<A#O}}XYz==`@;o}y_40dn$ak82>bs7P!`!ff8MZE9MzEz
zajN2<?Cnij278>vU>=rPTCEvNJN_&Yhf$Os4I{K3y}9a!w0MvfKkI{oyCK{ZXRK}?
z@;+SgiIgbV$WHXN<*|}q8wvX!jjKM7_sl-&l^mh-{s^M=sL1m8Z##SN-*P(PMSl7B
z%cncYAHix?A-MZgXCqYHodr;J{TWmx>8JaN^Ud0EaA*GE6tkSaf6im!Gng-)W|?an
zBkDY;OqOKxuuNzms%T<9UF9~EcE__NdrrW5vc0cFV(rfkbw@?`k7lJxPXpchrIlX3
zL?O;DdzaMN>A6oaCf|MFj9v^lX}0$=_yh}RVJ7%=R)#KOd9(V?gVUcE8+Qc1+27%e
z|9BMLD{B`fk`yEOdhfi-^9mDaHpuRzj_p&qavTs@DEL@2#pCWU*7f*avg4mqtsd;#
z;`y);gDFpxOi_k4Y|aYY4B+A;30?nq^zwB0G`jTDyVcUFYl5I)BTLwkvqgLRd;_SU
zn3+XB#n4zk0Yj9%2a4Z(vO7EcrnuaL31))&!!_%ij1Q1vt-X*|o<9U60QpgYmlZBh
zN&ODm3fX8sfiHe!e?yzv9zFs+|KP#m$}i&_JXwzH3<mlQ;S%QVy|2HsyvL1cwiG+F
zq3qm+w(@WJ=soc+Mf?l*W?-Ty7&)yx!3VWC{2556J;@1<=b+R^bEX@ZIEM|9RrAPG
zav@5)7RazffXC*+sJP9<yt)#AFew=oNlD+m@0~@2DayVGC%R&yBK50pyDtID!p}(B
z`uz8D+#}n%9s`;EMgcHr^_6V%MLLtH!<S7>_-+3K$TM^b<nUtqm-ZjOif8A~v+ebB
z<weHmc+r=ul(@1gD<&?c;DaRZg9PYda`eEO@FoD#7FvhupVFs_N<X<UadToQ74%eM
zK|>4_Z81QHC!72D4GGJ!>pds$=Qr1Zy(^m9Av!OOsmi@GHBcFS+Ipxnr#RFQjIMQe
z?K<%|a{9L(2Tvk$n!*AwvlXf;R{9AM$>-#i(pS{dF$*HQ4M~e856qw05nNW1W4|hH
z6+Y>pf3qc+@T{Zmm&ByGyjDK*DCyEDNq3c@pM`zPPR_v8IVD|!s51>Ic{E#6M8P4H
zHmnlNAk8!n2G%h~Gd=>W3;}GrL)O9)Jz7w9YQ%Tj8QcsAa5_j2tBRExhwS(ZAAZWw
zWkkv>1~wNL$6i+c$!|h7QA*QP&4c0N*<i@yR_NaEkAML4w1a$d(P-9E^m);A`ZOk{
zndC^XnX|d@Ps|eR?<NMJsyG=1PS~n0&D#R7_+kWP_f-iMo&54*)_yDQD2`YSIhYcB
zoqHpLN01w_0W|AqW|yFVpq%@^FHe-02wRmni6px<+=|lGjMbyAb>j1Bp?m4ov;Q`8
z%M^0I@|rEuD3n)9Z^kU8Lt8%C=5QLDeB=bp7)V`S$6!NbheP~Kh<bMXNo1y*tYFOu
zYQ$j;4jP;$&~nY0o)&Fr`fOcMflWnu-DiYIt_uRHzwll!Q$(i*{K$;~HHvhXTe<qu
zcgFlKi;U&vd9aq2u9n)sAJy900>O%aF-D8iT3w&lr6sY-d<+wY<@LZKCvrQlntJMU
zl-~oP>-AL|m0$5!6&m7PgdQ3xXMUSHI!J9!fGdp`|DpZ88?gDa9klqEt(-hDB5sR!
zI~I=69>dPCkSE%O-s#Q&z5Bcb+4QxsbK!fjwLVkLA4;Dx+H13DrR8dj`AdCeWnumT
z!rgBql9?``gR3yM7qG|16KuDmed5V@1RqXfe~ih}fZ&+2af?&G<q*&lSpfxG(b1+N
z?YWJV1-YzYY3xw}=!fma2101cVdJYZNZAp!z2z{;H1z6}`XVu}9{v+27`8oH?fzP=
zwU>qitxf)lqz0j9FE!;?HbAGvG88HL1uM<Ji>T#FXsbM>Y?Zt!6N484EW%`SBkIGy
zDp*v~U?h06IydI3u6O#5=3P_wL4*0&;$J<=<6uL-pgGL(c8HXIWlvSaRxhGgQ=sEm
z5EKK;<n&St#X`ohfW4YOtOvdRkuO}~H(ipoIQvE{<Bi)ea3iOh8HJ0bSYwO~wnuR!
z)l6LYjWKS&s?)F|0xbS1d~S+a1rSr?LJXPBS+LYw7&xq&8}v^dW6@*mY*soV-~|=S
zxxGJMYRg9WdlG0hXgoQOwaiMx8%Mu_(l`^fg`%){ou18mFgE{eAHd@@Z{gszbr=yE
z6U|N$^TDED^boh&=lUoK*dzIr*!AG)ejmY*Y>7M_Y4^ICT;~q-TAffIR<tT0a2CTc
zrguc;VLyYw4Y_-{!KO*N+S%Q2mt!OfBkw4oE4Sod%ykG*T;>R=9KGlgUE$dz!cAMb
zQ!&5t1{zv=Y;amAKnXxEw;t;vDu7qg--G_i1Z^}}lZeJkg@4Wn14PPiQCpYQYd0~l
zm8*t2(Nl}d!3*kglEftY3LZ<Tnyr&xWJp1hwCZL{hjl+hk^Oa^>MzqS;YMTk2b_!+
zI6j3(2}Cqb*}HT0!y<0f%F>Z^$Wcs(v!I5P(@A2veFCb}@>+{HJ!Y2hh8J_Vv60Iu
z8I&5a!^@eE{*??0r5*S;Vm%d^ioq#=YY|OKx}4*GiX)nx_+%RF!3tYnu944Nt0Pw>
zZ4EPkzq%P*ppsGI5tsH!+<9ng<q&PbXtW7pD^_q`yoJtiu+K9=<8|teB$A%-dk%wZ
zBW~dMC+Q#fwDlCbUrnNT*^#I<mYqq?7$}Mo@$1);$-BUahbNBoM!F6whBTyif?bkh
zQ&pc&XXg1cg<@@0ixrGp`0YtQei8gp+$m`B8Z8|w*0%t|9#Yh&WvcZzHCbDHu4}2B
z65Xk;G~L-%x2mkXX0&GcrzEXvZfO+~VKn;u??#NO_I=?l<@gn_D{6d@!nBrh%=BnE
zDYTVBVa_B>K($G-fWG{j%Y_m=ftl925F1kDMkmy_QIp1XB|IV@176aMYLOIB0_LX2
z`2BQ2_d@T!(f<Da*UWe?svjbq?}mQa`4SB(ZF+5Ig5`SUiT3?He-sO>LV%Ec?WQo-
zp6E=F=F<$^P{8m7!hX*ktbi3;W1^~pK8p%2SO@>wzKg8Q=k_c7KV=n`$OY}6g&9;8
z25o2H-zAbEW(x9zA%H9b|6VWf%bll)V6<M(<O&ny-$A#07dp|LN)kEG{y(vpa^2-P
z6oWN<Ob4l4aj&d@Y@Vm-UKw<aVt)F7EqV$$*1z+k8AohwP9kj4A7y*|YU-Nt@adEa
z1n_Qa&pAKNdV==V(SNUCxt&zoC@7%5h3d4mHj>@393VX<#VU`!95?sdO)dXeu9uMj
zv6h9yG3f)Lj-hxH3~8z0+XqCtNzn_{AG|FaSq3jy3L<SnW`wNsem@o}Nl^55{Sj#3
z*=$P)2%`GVsVqej0^oLO5yxL~*R^yzo~o^=Dv<lC(!^U>B0Z*<$7<%3L1SYHy(?r#
z3gj^V%Zl_gl{jvMHFm~OZ}2c(HUVu}lIdj+G?Sp!Dc92mhcAC;Ol__58dkNcz879m
z)XBj5v-~0Q>EGVX`x|_usmP!WMrmsk)x+H4vafTvOb83v(h1gpJf_-w#P$Fj{aEL8
zKJ=7-D{swsm6*i)uzZgmT;3`9AE3rOD6gz(*G8X0$>L%>@;LB(D}q)pQ_^1zj~T%d
z7zIjm#6_g|E77z`lC)152Tkn%A(uj`<TD-q@=U%b^RuLgLnjl4#dcbmL$~HHR?aaI
z(lijsa=Ar;+slsfNU0K>+2&Ui={m(qT`ChqtQlL4gWF0U(#mMCp}Yyojfs&wnw1AD
zNT6jX=z)@pRihpM%$h$D$JD?%Fcsk5YHnU@f9P$7%vV>#+#yjUOOZS!9PRLWEsvNF
zqQYf}XMuffeWv82cN`9n+Zqx70Fnu4%nU--whI6F*%D+|ihFX=TnCG^9`$&%hGRo6
zu~5a$r^m;x@Hzl4UUAnA0iWx8krb(oL3|6efJGOKyRi6C$^KIMj}`A<DR)Bsxt{Uv
z+@aU5W*+!&PCH-5YN`<PI|Q)_$F6=8t-WuLqn?e13#h5|ybVO@9P7#_uiJD&54!E`
z+%MQ>edBbyTQX`Zz}I|hVvZksH9p$&e~}e?2yga;efjKoEc0~!;u@b%Wo%O(iOkTp
zT#`~O4@~_KHm{?*ZNN2CP<=3@Iz61luPJl`mi7Hg8ZXNu8KR^S3s18-Y1Bu+i8nV^
z&a3BQ4S<iPp6|5qm|+#{|5Yh7Dlpn34wc4HEcoo*p!D$ytnJMsH5BwM!aAfDlmX#p
zK>^FG)n>Q}&b_P%+=zr{r3{l|WVBY!3>L+0>A_&#iCa98b^gO$gYm08^08BBZ7WtA
zz=`xQOsEuWl_D}6#hI3C&ONuAbu<47cdk>#-TGT`vVn;-G!fb{@SAIe-ax`%Xqd1N
z!4wWGLgmr1ijmw4R43n}xMliw^^NfG@-Q##Nt!S?EHj>~E&`0m41fYnevh4quWW@8
zW9(z#Zk<;gjRv-HD<~Bj93c{O@hig{`PUSH;r?5C&S>9=!)37dvH3EuBZ1n+3nQzo
z`KhUmhQE9$*_5Mw#BM4HVu5?VeeJ#-!akEGI;?2995i}jKztb#meZ>~7W;*<*W<y%
zCMR~YOiV{Fw_R$__LkMwTE4|}Uj0Nt)I!pX><d02@xR>@f<5SiY`rDltG&A<>)fM!
zrZE!z!F=5?*XNci`Y|7Z#FrqGys%qsI3CWL)8!02LOhRq9Kj@<;v!#9pCD>wEg3EP
z8qGJ~7#8wh^Xpqr{VwywlY<`_fwk6q{qudrb&ICia_x4y8mFBw@r;$4u@;K^w({v+
z1}HJJN*fvkx?gz=xOmO1XAHft%QY62KV6QPArHKFOKQ|i6xk8eVC+^U1<BzMN(IVT
z<=pF1CkONC51=3Qg>%_E!ooj^Z;$%2Vbs=_7l@Xm^&u`av*z|)iB5D#y@u!P{1vOi
z1HSX-46EC9a~m5$8;(Dw_C=iLM+x={t#Lv|3B(YhomXIUO~OE}0OIHp+f@gE!7+h`
z_g{`E)pQH6W=XS*Bbp--<6ov~{Fn!=)};{5njAcEdKZqRvZ|lnujYtS#>H}Ih50=0
z#pF>e4uME5oaz>O+maBdgxodfgW3z_f3ksXABnXtKM2RhRNIYPChMyC2b$}wnmC(2
zNm7i;0?)CYJjXPS=Bh_B<Qr>-M!rPX4Ava8)^mp;)YobGe3pOC71<=257?6-=S_T$
z^7j{!jnE&-%W@32aak_8S|e%CAgdSe8=$)-(nT&KrJm4gZanNK)+1`Z5p{O~RK6Z#
zlp9NmG(Ko01}axa2`RRC+QIMksD_kXk3A}$;V+DspF+R&u-RaB8p?Kg5tZiahmV_~
z34SZm^iu86CvNMs>OfI5^(vKK+tA7S7GrfT5ojP(%tsJeuy@XoqLqwh$Nikwx6|sW
zLBPd48pVh#LFb>vdZj9&Lp%=Yc2Y-(e0RCx8{W1J+ufEL=}f@VrVKOxqQy!lqiKP@
zs%jUTqX9<ks+QjLZBEU3Xk*AwSLM`vwKcG_W3tj%X4Q*9k%V^Z@MU!5(%HOnb}YnW
zA}><O4clze%qUeeAhu*hqHIH-Fu6VA){Pr6qu;;LsxiIgCI|f>>qAZ~*GteAXsFcA
z&@OmWH4kwon}o~_ZQ%**s?Y429$dLMw9__^H7jmN*4RTy)*3_CppoEyKwMi)ucrST
z0t?u$TP9lX6^0+Ra9)U`57}^rs_m>;1LZJQl!~~QZ!X?)(r9O^vXtqUmiJb;R;_1C
ztEF?sOB|Wcx;}+6i^~!`Tn^OF7CvA;7YD3;8p!@}l}|wSyY1rzFvTg1-4bfH#ujL?
zA!*^s;Cb8>(<y@)R(LZjiYZbUQ*#~WX3IjwidGbq>SEx4;q;jrM^oj{h(Jt-dT~L$
zUAc>_-RG@3V`mW}hrsV`u8w1uefeiSboN@F;_otg>&o+``y3P@*ZR@J%O%gtF0_5>
z;2-z-CljNEsX}5>Ex)VB_ZmGCNZ^57grO!58kT}f=L}$q%qwu+T3bC<=i;hU2sE_9
zQl8%jxzrRDN%&I?EQfj3M%=d0y`b(xE2HVuZqk0x53l!wEk5xmVgoYo1nw|i9LrxT
z29VC!4o1RvOO;W0){|P>K(jH^)}X@vBm!7()K}v|-8_i;K~qZa(CNeL(JEq4u`86(
zWIK=iCw|`8;Y4CsEWIG<WhFmID)aG8Y9BlO7@xf215!j9SCO<5o%VDh89qd33^o3G
z_$OY!8CCO%Xy+jz1D{+gdR{4($hM735kOO%4!qZ!_XODHNTZ=w2x%Zb1u8Odo^iB&
z9NSPzhJu=xfRSpK73Ep{D52ru)N<g4FVmabhd$l`pY}|)S+0Zubajsj1YdWz#bOT9
zn$?yVz^Qtc(sPF~rh_z!Y7k|*09KAZz`TP!2xY{jIcEj&ON5Qn`)G<P^LpW&1S2wA
zz&RuHO!Bcnel_+X5LB7Ps+3*^3rY{4mc;%7z=l@?5I8>4#Dve)RhDOVJ!+IsCWpGS
z+J%Bs*{TUBThSFL!^R0T-RlO$k8;jKx_(+a^0t4z_YH^$r3nc~Uxj=L!UsT2@`Rzl
z+oP+;X+<yWaR%MTXi`a+ykeK2Zj=S1R*NO*oxwo+&s>wBe0d6EpaHX6;L+=>sz`v0
zt}H=1utzJ5+1MwVJV`oQE1GM|H6=AA7N=7*YaDj!2&odxFloOP(R52@%h?TuO-_84
zRIXu41go5kypKkrh8Mg32u*lq#1_z@GJP-0Mh1lr9N~aR33OnZ=eubx<mU{scP&Bc
zGbNyepTJawF83c5mks0ef}%Y;iq3oZ|7qW>p_vgv^yYlM0xfT);x-S@PS*PNA){us
z1uS-1lUGJ6#BMO*Tw%~Z$8($1vF3C80Pa7V>+5c-LumzFo>>sc&sS<l)6P3)b2rh%
z=Zsa(xJ=eiYDW#w;@=N*VAEu>6xr+OOLozd0!Fk05AWif{pk;79!Y*iEZ9yu%*G)#
zu1=SaI}{3%b50uMnc)S7@^pNE9lc7l?w#?bQjwYo2&PX?FrL1T<T!*_T*PmF<8TCZ
zU-#Q&rCuEvDZlA$p{dIE8dIL0PcdV{^u3p;GtwkcU$O537HJVvu}fQgHd)dXUtS*2
z9tY$hyUSBUVeZzJY-Vr6C{2uiCN)&*ctH9?r<CI9=~>9Ip|}E=qgW&pi2E0kNz65=
z_7?o|IJo}0wzNkm%P(x~u4Zf`+EC7GYa{aGy2JjxLB@W`^3&5YTU^yX_A%v1sZ%uC
z^jyUi%9_nO&|T&qB?fIRG#B_Ja&TjvQaHm=HZ-~2U?e>3v^+)$nCIrjGnL}LrOCet
zq_Z4c(7(#R+fbC4A%~_)xD<bPkyAxHd66U0(wLTxm({IJhd1t}34i!znvbtEWD)kA
z8muToIXmUP{4%<;B`nmy;`+8KEFD<5-D>CpMhTHgcv$IZbPDp*k&LF+xw6Ygi1JBQ
zuNkSJQdWOg%mk-u>VDp<3~g-J0Srg-<O~l;_+t0CF#cHJ$<JosaVFU^NU7&EuzWSk
z_~wsbj!nugKOh3%-g<sw(;Pa?`8E>$$|@))@~I}BY^?f?TuhdV6Ebaeq_~Sa2d=yH
z{;jGhJ~+4!AD7lF<EISsSX<*yrPC4gr`;@3(o#T<Iwbz^TYnckTebQw(f`@@U_`Y~
zbpV-&vxzn0bB5tZM<t_|;Fn>Qe-`CaYv;NAx;s>730Yc&Xllwt4`2Cmta@x`PJMd+
z>!sd^c;*7bajHyj9}lq08iT}rw+EK)+1G2r!UEY2&eu4A(EOn>><~62?D~Bdog$1A
zUk-^gA0+9)a<TZc-FXl1#O&7UDoqUSD^Z6j=}dGpfX)#p@`fu7BmQ;`i$xKZ@*nmW
zT734u>c7ZIUQD9Y$VB(&e-ur$HOu6AA=@Fy5$S@@_fB8^t-JpsB#eFjz>@(Xe{~6T
z#1l*~5?#^U^FY!t3xvh*ghivk5IZvIBFC>Q(d7~l@Zr}P;*MAi3qP8uCc`>H-bdFE
zUZR((;2La94~bkeGu@kB$0iZDA+T?1+|2C4+wbSGG}XXu-}}3}S0_`~6g;p5hBx#q
zp$R{_`3}M^)_<airL`YT5b?;EHv)EaNYvx`Z-_5we`#8M&FDrGEQQUpwl=?m93Ksa
zsM9^jUYep}@TrrGjOeRjVfki!Byf9FVb*ei)y#gRV)S(um{05x@M3J}O*Vfz=hcr~
zZ`0LbF)=qsoqE3gcNPu0s6wHZ5vwHwsBWY~Wu;4WWUgJ$b<EL-wu@r`9PTbGYbzxJ
zo@?A7213QnPnO`okpS*+r76JdAHs+bnva8dsWMA!Kz~YNv0`|X+aT``U%#7BHp!cz
zAfmnf!+wPDEDGr0L)>QyY$(A-AX+>Y2{Y%-JbGm&TsXR)>BE8HZW6-S=hj&8sP<>d
z^fN~DC}c92IA`#=dl4A?uPE{rgXZ{?5@S^7uh_dT<k)S?<a$!@98XHyK8h<oWP6qU
zelXF-Z-MLU1Wo@)oTmzcPqL&3N8`AHTCUB+1vL2Io1eeGM+;+&L1ID&R<wHfLpi2x
zJ)T0b|3H*XP90H(u8@lXj;44tzK#`gZY0F*WebDI*=+y&mR+c|iMp-@A~Hb*!3c;1
z=VK->`0mY=51~&L8uKFpY@V!6uC@!_cWe8(5jO4>;)<b-Gk2)Zr4BG1hVs-@#g=wz
z5p22v*4uBbSQBUS#I{cnK9C0Fe?4XhrXhNBSL+0AlxAKazC4At7^QFwgkBqZ1eayy
zWlelmGRf?@b}$7iPaQimsE0sU*qap)u22BE`DoDwG-v##6R!T24!<E!r+EH7F>lN!
zk<?IKN%1=qV`jr8=<BW^0yAe`5QUuli2+AU;8}#GqW*lD{8ZY@8bu@Mn>UqSq~s=a
z)Vqqt=!^58sxgb!Gz}1v72t=WV5(;T#8fhhW{yHr>2aHsa&^}(Ib`kf$A-FJa2adC
z&};v<M@($RE`R6WtxKmonNrRrifh@Hp!<d-1ITKU5Fgltv|o|M)7Jhw>9|ygl+iFo
zvcGg;q-1ZqFvX{%Ca%=ej~1`{k}?bX3FN1E{Ktwzt6h1|w?s!F3-JG!9m}KZ|2oIQ
zCcW$%5W|>4VUmV+zz~ZKz=FD-c3yjZH#|lm=wR+DVaApZc6mG>rU0fg2dlW;njp|K
zO!KFG|D``!1kJWv9M;!2@$h)<AP;*A*jxqL37!s|+=k|L^IHhm2Fw?Q)^BglHi#Yh
zWZQrY2Wc(_aT+LKUa*dcYeb31m}EUBFDx-}X;nqC8TedMr?k2-L}FkRyU_dZpW!B^
zF^!c!{e5JWY4DWI;=Ap9)6(IsGDAy-t{eaZoPb4v6*df$7oSU4yYOXtc0?{T;pBSF
zJ-XK1EzH{g0W7lH<Z#v1fs?~PI$-Z0ZZRm`VI!M!d5<E0kU{32eoQguJz15LLXJ68
ze2}6uY-*fyF@V|#U+)YZrM@tQx803_hCT$G-$G||wR@--2Yqhd(wQ)vHoT4~38q=q
zf(O>J7@Uim$kQs7ylpT7B8i!zwGTQoDYI3p47xxV>pw;E+u?`OJlXB5YNzHa1Ihq~
zR|<#vvzNEM6#4TZ9UY=AV58NIgzV)znBfiAW9F_gZ$d34lne<5+`FGsIdKBVF#(}E
ziVDo=v6KT?ELqXZt6G|D?M3RGem}b_7+zZdgHT=ocz<+-89eVp;q?GW8Wjq)3IuRs
zHW6Su1&B`jxcoXR6^x!KA)X&mg%12sLSkfn6Bvm6Lu&R*x~fp>D!%Jh^az~nwDx#j
zF^fHvQz!6;7Lh(}f;k0pnPH*IyRbgHvAkk`Ue5;g`C;w?%wQgOP9N;A>+`rA9rvh3
z4b%YuMWM&%mX2W-JVFJQDxvLjNN)a`-HO;K9MDX*{oXkR+0GJMLO~RD0=ZobWf#ie
zK&LX3<{29mIqpj?1@^W*ODe!<9QA(XKMW$zHx8H+H#S0G8(5D6R#W>_>vUSb_>6N_
z09c&K(-}0f?H}F*Zep*E#9_J}%fpA6LyP%NDyQ(vGg++2f*?B~V+-NK-5;Kx5yx`C
z^-zI<#;QUOt<pDG*XP|>)-@(j+hT@Ycfs^SMcU~DzO$d*d{If=JS}#(l|A=c#%Uc>
zBRWGyp7=E59YSw?T@TR^Q+a0A&FhgPMP6M_TZD8-z=tpCdM`C+hI`-Zo9pXCEG$(0
z{)MlEzQ>ms7_g&&G>WzTc<wnAg^)7=s5#O)gi@|Do*l^U!hHlwQ!IC+;(gU0Xi?1Y
zv#poyq=UZ~%c892Y8W|%(+!%=NDn2o%HY&7$f%)1M_00&Tx^ch4Sx0gDHc=0S#B74
zHixo|?8et<Z7m7g6j-h_NBGeHY1BXfNK{_3H|%{lt<ysU@~<ZfcPg9<uop)?uw94I
zd)vQl$!Al1uczfF^V1>g@}^9ph9bsl;CC~o??`F?w{_~%L^9s{92y66V1`J-meJi8
zD+>m+^^3Y16klMZTa;Nbv(5h4say*z6;viv?`(e}4oIB&kO;M$;wQQLcj&{+fLoI-
zj*rfAb@HP}b^({cin7=1w6a!5c1l?gGkN&^V|!wpQ`{ayfAj%?q}Ta!0jaS2^_Iq7
zJ!;w-xUFMDUeF$)T6~q7*<QqT&6{u~K6`v)p-OlAco%LR(0U8gW7MM7sgRYNp5pD_
za{lNXFOK@`zcrHXhWsvk#Fb2fQU&88(2@M<TFQWM^O|(xdV&eT&|DYt-e9{;(>H1c
z8}++%#W3QpDZ@vtjXgzKer1b(-ye`?aL6V>OG1}@C5h~IMWI6+KfhrZcjO#CWRdD9
z*A>ZMj!Wy;+Uox9;$X<}+eels>L7jiM~1H!8*|t46opC}JK!ok6@=>$5l7F3DUleF
zONfeMZ}oh+(&b-@U4&IXY^R|wCE#XF?a`$43m3zh1J*J-12D?4jV*J<(Vb_&PiCk;
zWMwHS)M;%)j>gJuRFK8b+`_LAP`A4yd4VhciL=b@eci;?O!Kwv9sCvBEV3ig2aPN3
zIW|^Lv!*gyGiHpZx$);xx@}dtJVOqn6D6lI2<vO6bQd17j6%i0hR}M3bw_Nj3e$c(
zAJ$%xwWhn}(%NcBYay^9jYqynIc$dWSF7pbYT`WZ4^RdtIK76E=SMl075Jlhh~FP>
z1cw?hczOgHyxH{S4<c4o22Q2M>UmhC#$c!Br~bkwp`k1&JQme`SUVl{QZn=B*ie$P
z^9pH#@ZLaa`g)0zrf7f4Wky9al*`d6XIxx{k=USnk&U|66NiKNABDc!FH&3Ut{ZSo
zXTRIGVED9bMYI)AtWp314YEvcFc5A|pmuSEnTB-?;+djcrh<kG6TzVABQ`;c(+GEK
z)m()f!GO~=t2teRpJ}+|8FJ2hi<n(*l4?C9gB7~W$=m``LJlg$+u25V!#m!UHKR=m
z59_=Lk?PA|_xUU6c(uu+78bx$nwz=ZQ&VlAO2{iSVx~aUZ-Eg6Z<_{A)-1{kwh7+6
zys+P3?(RqV$LaD(etD8)NmU{JDg2|V`umgmNX8gSW<*JeLF+z=TerZa0GORHJzGRi
zTq%(n)FYl0#j7%S>0HLr^c87iHm6lcruBT~as9&R<xP}yW!vaodu1~_3&NlDl<L2G
zmvPnWDFZv|B`;m`*OxX634~fYmdB1bY;zHINyZ2LRMYrvQyM<J2wyM$OFY(Ly8`hK
zv*X(GC)JO^PK1avpNWK*JgD75!V*voQ)g7nt$`TqaFwk%jk{f~tHAO@v)T+c>VA1@
zIwhlCh#2+f!a)1l#t!PjJ_*{B`ja`^W)jYHdJSR!s?YLQlh3)Ex7~6Yok+NE8q4ap
z1O#46oIfg@F-$eImrg79JvJo!$^N-KZCut~ii|e%mu}6IoAo+tNLu9+!@=>(A-X)|
zv}kev9O5?$nHsTeezvS>59qGbu29NBtZS&krm;9HRc0)JHYlUjQ@02Q0tUBae?|3I
zj*E6)AnX=2Hd3Rt_E8=LU&8+~k1%a&_f(R_F*7}bM$wP{v8Fb0DZWS~?=xhYZ<*n;
z9&7FUM`Dv)vGeV-1!ZH3Jg)Ir$F(zasXno49gwR;RgMbG>BKwxhVH26gxN*V9&G=)
z8MKhE`ab~5N1wm^K8B4>S^n9GOLuqMf=eMF17ZT>cMrGmM<*QucGE!HxSVoXdvR)s
zI;?;s(^f1%smbArAekTOA>ybbPEjiz?#rVEUTi_Z%B3;_y6Jv6YrpS1_}{jyFMby_
zvwQFc%?z3HdcmM5X^iaN@cZc~u^>Bg63Su7)Rik2k7cihD$ptziN%cWb7Y*ExoVx8
z*{^s#f>zG@+rIY1ooUj{3IC+UK2{>e^yB?E@ckxUH}&%dGUw3~npp+E7I-z1dHa|p
zuMzYoOpi1~#YOLK+m9`}AX6*Lw$6+(f?KC$qEnbdQ6J-yC0Lj-x#-FFK=Dq_n6Nun
zZLcrq{*r^N;``mtn^{=JM}zbga2z;H>4>~8>XdS|NU=n`YDde|Wo}gkY)9|Cr2#hf
zOqEJix!P^BdKF3q>=}5~(itq$+o?_pz|`mXS096FzORt^?ZPX-<M8+c*331H&PeX^
z?3}_jn!;!MbntP%V;gEB<DEuWLyOi@1&i0pETn`Mtn_t14`|GZNcyUW4V?-umh7{X
z7=L(aCyK2Rh|W{xR6qiMbtHrU2N#QVaH}aob?%Y~W-E|UVK4>!bNUNat*i*+%}GRr
z+D0mIRLUbX!7TAPgN91GIrbDm+&shXG$xiJ&h{6~q9Qx;6{}05>)jTdbrPwZ7#zg6
z=v2?$N9@^e*<NoQ{N06_#IuL!^+(v;Qw016y3@iEYHh$WfMUqcueMo|0Dqdfcn^d?
z*xdGC-@H$67oJ~Wh?#?9T;iS4v%add(Dwe2v|gNJxLn{t0^<|?G-#ugf%H8C`i@z%
z_vQ0XjFU2=U-eH&=6>!tp%*Zw|5jd>t8q8rbDHcV3gdNYiufKEW;lnAju90qa6~Oh
z%_6kMUp9(Jxzf2)>PKpxt+tlIm4(mxKY-lUV`6!R8h9p%<@)gRa>Sk_G71xn>_4+Q
zp#2hd+IEQUb>L#5dU$g)AG2W3x{QNauhMZ0(SCQ3nlJqsJ46Z)`YNbj%``?A3P1vB
zTP&?xdJD*_GqM!}V6*Sg@Z4yD0+f*rog`a3OF#SiF5*ygq=vrut!7N~hi}Hq$m?{c
z2->BnvSW;5@n#z2MALi&wS;9z3bK_EEuUVnPmtFe6G$Y$?wmy}yT+yR>B9awgqFQ2
z^lzDQZ~8Y#x~lG<?=f2s?UQ=Z3A&)N;<qw^PjJ5?Sa~lctCnjv`~fcO!SOfRL0K0$
zZ~>OvI<8~R@DLom>g%j(O@qO`r#j-G^vh|*_xTWixoGwdA3cgt*h1bl;e#X={{?uY
z!vOBTNAo<(c#pbPb$ABYBzZcI>rFzQ_I$__FR?15^49ZuKYmPsX<&FQPRp=!+>Rm{
zY4S|S4iVyRRd|%;c>Ru<%aND_#NBF>v6ErWOJM?aqR-E4mzY*Kn@c1>$JJt<>5cfg
zx-xM9nG@x!8oNnG31~e;kmlFFTR3JtBu@gfEG4r`>I(!EfwIBJe4X%cFEFc3ovV98
zp=fd{yL=}=7icajHxvzOl$vq7^8NJ#R#WvHg{bZ6QdrD1fkfRl)Hz-7QSxGJdf~6T
zFvh}MP^D^i47fZCoH+>8eMB4R{!OW+mF}Y~Sh-S114RSEa4X3|l}9}qB$;eVjN4aX
ztR1h!g=17EQdCUM;59+Io-udt+}M$S*cOFP;N_`vI^sn%7mvnInGi^;o3r@Q`1VMm
z7(+A1sZuE+FxJZqSIin1=lTIhnL~%39Gmf7rlJaW+J$h!bM`@yfTc+ozB1u<Dx))x
z736^g(Qrcry7L1a-ov;dSTF@(-;8D_Tv+ywz1{*qTGyU{Kiiu)Cdu*LsmqWL-(0f|
zv52)X15Q8!q#1$WhV0Q(gqDrs?TqHCneUdzLC9$F?K#H}@PwjLR<7h}hW3LsU@il{
zC5oWwC6F&sf2cFI%5{@np0nndD%DI=UQtC`n!e)+A6y?}1w`OTCZ4^!rPIjF*-_8W
z(V~cdFv?HkVZ#5A`x}IyGc956wz@OLjWic}x-r(VY$Hr<N?Q(ut$GOTc=7Ai8&#M*
zme#wR+0j4An9Nb@a7&l@W*>Kl@OzaPI}>3acz+%kWbT!K+f__VOjcOG7o<NP&^1_~
z@RD`<2-olW6{B~Oj<V|Z{+bgt@OD)(m_<T{>H^&gu6-bS{b5tU8p^ej+@E&;jojvQ
z!sj4bB*$NBI0J$p+*cv4<HXaV6QordaorX%^$Et@^|X`J&<```UdayBBjvJ49d!}V
z=+|~8K3lyFEEQE6E=O69Ls=h4Y&b8h;DQU^<kx#)4kE@#7}~GyPozVNEm!F$$5J@(
ze5h5gS<|Riz61&++1iJPA~w%PHRz-16$FUbr86!08>`e4bQge}ZQ+tEWigNWi9?qt
z5>VMrD=%#S>Alcx8RFwz^js>^MSi6JbFFHSB@J~gAi|6M$M=+2ofu0gr=g*xK^Nir
z)>V)n)5*%fD}$${ce)g|s;N?=MN(ADla6yZeW{*nQ7+GeeOzpn#e?4ZtjPt3px9|f
z^j`WRQ(IOtTE>{!4zixg&M#;3LO)>d6bR|*GWX}2SSV`7xa4_Sc~Z>^cTsKCeVK1}
zZh0h0R|5^zWHRxug;XUs0+seIw11dZjkEjd+JW&x%`~hS3kwa>O*3#~l5>5F(B5?3
z@kERlpZ*6Zg>NgLt2V~lK$S7vv<T9GXcf%t<STfrX2<x!<T{X!Yc7N7*WM?&#kuF|
zjgJ~vDngaajk2Gf#eBCB_@9Omx0>Hvn`#v%{AxZ^Izvkgbq%VQPYY|gbN(Vj@F?Fa
ze&(jJ+Mz90yJJ?{DW|8RkmnWIk~bl=T-&y;keFXwfS%khnOc8F?~!H*_e1T6(HAbd
zxxDjXC|%)=(NRiJm7*za6BRGfU4K#LG1M}mZ73_8|0w-O^H1T1hM*0@+(19<)(I+_
zf%BgdZH?w;FK@M5iinRFPgJ#R3)1N6=pk}0@+<cvm}`nDGkr!fvAZYgtXf@wG&Qvu
zIU`s9*hK=2l8j`9=0%}XH85+Ka9L#AM|PQJY+?2kW&P9--}$}O%hPMQY%{S8G9+{%
z*05f)uC13RL@zf=3FL#)jyu(|x5H4{%0sdAN`qxMu-Sv4->~GDhxc{#)j9&}w?|Dm
zP=y|L(na&04K~b2vJIBrf4C;W-O{xvIn_pXP9RqeHQCwLB4r6%WeAGvmD85wmT24A
zb$h1MPgPeM{N%zOW1>hS0hxjz<WDf3%Y^x_yp31Udh*4}He>VtxxhvfEggbZC1@Ed
zUub1A22lFqK{m+)4MRrs9?vPr>Sv8)dD#py4nxfml%g(eNp_9GOYr5+McV|~C<kcs
z%$LVNc~FBE&-7i26@;TD1*y?W=i3#6HVYjxn5TH6Gjl=tp)N9v#}zr`rJ`|Sh-C9#
z5NMu5LEWkY`Vu}zDVkoXeoK3Xj!E$TjItbo-{QRkp8NT;{38zsg~;q{Qrn+IuOjO}
zD=tLCRxdU8n40mlnBhhoa!|$U_%7j^$)g+kKif%!84x9qW<9P&Bp>B`Ek%^-CIee<
z?Xmu|j|jgUXr%^hGCA!xyF%h4H4a9ID3`gy@Y^jiBF1o+`{n35bB!qMfkl);<W}I&
z``a>#^+56LsiQ$fFa57-bi6pkan7n6v0a#3#55r^_#%WoCP_D^x=lZ+fMZR0JPU#M
zccmh0!Vt`IF*@mFQfSRB7m2X|o|$+Oy`&}@x?H7y8XQ#^RNF%!tgzGRspWO4Ft8yC
zd@$#vF%aNvO^s%Eypvs(1vbI6fUcGn2QP(^4h=RJlt*$`f|UgRMLt0kdoP)u3=5~y
zF=@Hx)%$DY9CC(5SxYzt5PI&!@UIS|8Y)Uln)!R!zm5d&)rHb=|K=pj_B?5fy1g0H
z7uWfO-UDVkVa_PzN@Wo=?iyPKaVX9qMh(>O8u%sU^`PG%aLg%Q9tY>YX-WpbbGo=Z
z09yeZLUwQFnJAWc>qHO=S5e{Ztig<5Udf=hTnuGddoxAQW$dqpT@Iiwznx<p<5&b&
zN2aE6{8UzH1LBH#x9M0avD6O>(D@XXJrnXGa4PSw0bqEiSwH#M?4h_a!hL*ECvZl1
zHVq^u_?^fyG=8-Ox+jAa!P9WOv}OkN2B~@M?_WFA%yjxGW9OJ^s|<c=YUYTiFzNs^
zGebB-5QW5y{02!3e*buebQS7!#iIRI7uv_U#qo3cemI&1bUx!%y+y1}dS35c#xX#;
z$L&3VypJ|nI`%>jOXWG=lV#P0?w(XxIW992$T&>1Z3iMgKE?92$qEocqAjphllO!d
zzV=FC&OZh(JhU{r;!}{CnLr4nFz~m}p6A#ABD7qZeiQ$lyEs^;G@l_n6YGt+RUaGi
z9ev**NC^O{{d#w=I7UFF&R04dXKCUt3KAwl#7EZsH!{+d4BkGeP^(`sy`7D^N7LP2
zhOl=dkpkv>?mwu8kVpeeVwinpLXl1nY}}!WZ75=M5R8pFd^pjYd?253R)I9s&cPLN
z60lnT&GW0}*oqo*ZXzK~4(!(=?~^xi^~ryGb-v`T(Plhou%Jm*w&>UBkWdFHw1-C@
z4@?<5g-2YR@HgEhpfW6GmmRgNN!j1x%in5L#{yTR<2Hrgs7W#l=UJuaQ{#uE*?kvd
zsNOOvR^NHu2dQEeTRg~&u4lVsNCw^JYv=QC!6dRWUg*@r>p}EM{U-M`QwD>YKh<&=
z?2yoM7~Gj_dk>+iuFgr|dywi!@MR1I%b|6-zC78JELM<Qp}3!5l#DX5pZ?5~5wytA
z=QMtH2Q;E&8q$pwr4Zl0iPDeUGEk)vq_Be1p+Q;9D&>#~L<u6TUW~|zygVR(#KBlM
ze8O9VN8mPW{6xmJ`)?kZIs)Zd7SHk_P5$Xjz~$eqbQTF-v$tL^C%Pez74W|Re4EU2
z1nCTV)&dibD`j-c2muq&BGQT=dT;Ib>hIYWE0Z~@Jc1Qw@(7<L1IQ6|;1aeUDJHLT
z7=h7T7w!FACDpd%?2Y?KFousE^N%r*(lULiJ;E_coVz`#9w+x?k!W8(W3`;d`4KFp
zj8t(pHqy+xfw8jSu@(dT$?Mzm@N%lK$mjn6%B!T1Xl`#gDdjKKM3|0QN;T2>dp$}t
zpjFmfh2uAo!ToLw4NDJNQLyJH+KrFd+=R9W_xs+Bq@L&8_RPd2%1wNV`4Acd5l>Rw
zwRd1IswTyYvHw<)vC9coC%kkh&ud8;=0(`V-krV2CP7Bbp+GXZ_O@?_juVD=77D4)
zyAuR6Uf|)R^5yzxR7G?&wU>NTf3BiWVM7LlUW*S>fJElRDZo_W-jd(MHd;^@l;5Em
z8u%U`?_-c)?C-@yi}+i0@sP=--u~tEEl7s4HG~TyQpqb&jz~XQXGadf>KyXKW8Oin
z;zIzwuWz45?BW99nxXKN-KVhHC>HJet7{E~@{quVnFJ#k76jIvH!eEIh2(>eckjF6
zRLG3dn0qBA(Y7fF95#p4+&ahqWtFR62E>XQ^kk?Sh$e!Yu^=&xZiP4rOGSurwTv3E
zI6$z;|Di=^pjJkkTU3@1Pa_ZQ_ru-V>s=g`5*84vfi5~;#Q|F`-P>~Ny_1S!6_Ki*
z-Fm(YdpSY=S@I!1T5nPLV(b1^ggd^BXE3FRq+#|ym*JR;N)!+htKsxs(cmG&V3Us+
zui{Rm#7Bohp_*A%-qrae_<tVChkj9;S#z&cEC_%#4B7I&w|cx@#RR1KmwXNjFVF)N
znY2;mLQE@J_T?3^(LNjoM-bs>&woWv<!u?CU@I#9VS$#F+=lu`I|S*XI|uIBGmv~k
zhMQ8@(I_vx`X|hO=5;y+qy$1`hn&KNVR<wAwlu9g@%p)*M;Qd9c(0*!yc6!NnurxQ
zMnVr_{C)E>ISR9N-}elqi-d96!9dx98J78dDWSsp9OUf1ig@E-eA)Z;UB>y8WWc3|
z=`-HT{Uyr$e}K~$&l6Tk@;7$#%HY#@rQipLmu1<5=-_*k315gVFZg8x0{pN&*k&(k
zV;{JA2rjjIH@p<5Ya=b4fA+WE$=>{u=;zjJ6Af_N-i?GMRX7v&`z(A}H{f7rl{2VN
z!wNLus~DKyHj{+upcOp-(N0nfrRu)4<o}M*eWMeXMA#nHGk>YY;4&2PKA`&lvGtZg
zZGC^VcW^20uE909I~127MT@&@Dems>P&`O+cP~=BcyV_rQ1o}x|C{HzGnbh&%rLyj
zBzvFiv(|TgmK3A97e`>EfCH8~nVg{|RcXBci_Zx*CaXh0K%iO}Ygzv9@UhQ{E!&N}
z3+9D=-#fs_A~Xkdp~3|@ZvL;HH}j~&!P(JL0AM>(;OGAU2K<9m03MRz0aMr18e3>3
z8`U>7LC?FRf1V8Vva**TBs>b}?4*hY<RjIQQ$v*O>n2O_1F8iJyC&m*LHj1R1k#Eh
z&5)|slOrS%NRMWQ)*sd^EluxZhpK_vic9)qHn~Y1z~<q6PX$)}3BZ_(Vm|$MDSF^h
zrjV{an^|}yeESCTc55kx#=Hd~JRu2|ft2&v=W^i>Avc^dQ_McWV5tf)KBpkUp@J_0
zUZy@AK33W9AO~lM=n0yyTXhHpxrZAb+aA;06dRc&qt}VYYrp6SDhhKP;#b)x(iArJ
zTfa=GtCq?ot+d=9+$8Le)eoEDLDR9*X?LaW)3}?`N!zT5tbvUZbWtZyeNhpXbo1YS
zln>jGb#?1S$lj6Ldn(q%#@dODb&aWjp)0?!T4EO^*antMOvnhj*RWv86aW}<%e4Re
zQLIMgr@JTBKC(q933vIs`Zf{F2MP8UOr5sAQa;o={seN*&3|?(6sk>Cvvfrv%_B)D
zkFZttUf>n<Etoc2%)pNW!L@UNWJQgl8y1J%M=$I0`A^H{><ZYBoV<TavMIlY=Q?6Q
z<LSteV;oBoCoLT-2?baWd-S^-kB69G(Ra{9ovvr2=j|(n;ROL*kL?nF`xmrb&wV_F
zbGmo-rLuzv%2g%&>WVL#mFpQwJ8=xiDEV>P6FC#@`XO{F)53xh=^O)kd8@@Af|gzp
zX57X*_+d%wGWD_x_zI8|K5FPR7Z)gxpK4f1DJXuPZYemGz1M*IVsoHnNGmGKGF)CR
z)2PR_pZ499x{xdVw|u~r2ir=pS6o#BYf%ZkDxq?8N|GEHY%wt<9!pCHJ$mo>$-SyJ
zQ4F6gHgUNkGXs^<=4atjrr9OdjtqK=#TvG^Z2$Udx9QGtcT1A=lRx<}jJtbI?M$J_
zDB@IEms(P@iMbK*UNL6dsPj=rJOH|F&b)hD%b1~^!xb3^8Ak4D#Nqz|P(1(uR{o}s
zSRH~16$Vd#C2>d)-PCXc*(u)bBEAv8is>A=__YwPE?ED}(}FY+g6x3lY<3!5y=4(y
z03kTkx!BMt=bfFWVc8G`Oq?pTY~b2nUoD%X4E+}^%KYBiD{OFrG3Bg3jhil#$V_6_
zGDElVay2q=RL=L$gy_%@H3W&|rc)IEC&$3UXW8u#)Jo_A__qlDcSR#~W0Wj2Mo~pY
zd{Z<3{@YYtCX{So%2hTQo{26zn7`*;YX7D6gaAQ?^z+ZQnapp5=#EY8Ss}ic2=9Jw
zvSzxt6L?w*iwTKX3PLYE{-(HiGj9E$Q-6IXP}<|!;>;NE6AN7RS4=-TsHu6`Hg@Yh
zYB=~701Haz%!Pdm<e2&05G9+^89^6y_u3-H7w4(UP*9lBRj6W4G-CR*u=>>B8GqWx
zXA^Y}7sMA0$|epDcv-<aP^KciD9d|uCOQSDJ>K6RdB>ZCM3Wfj`9_Wc&uVIDj<|Ez
zp6{QWn+>T%Q`?57*X_G?k*M4w0RtV9P@r$#w3Ivm-2}TJ*`k5bgKQ;`F<~m6EAcaS
zMiB8MpLm)mSD|Ff3SiSkI|YS6$Z}9L<5Z`M8cJ@sU1OkHDO7v*GZzKx9*Y^X5P=uW
zt!OLQ`WUGMEif|3TEyN&bf_eK*T45AM*s$TC>l5=Q5eKMES=hIqKL?)2jKC5<Z99P
z%|=k+js1=9;OcQbO~W|q?}!4%`uVjUO0E?Z5w7U;!Av^@h$MuZh9%$I$^X5^pNC#~
zwFW0OuuvF7Wiq|QQ7zI^9(-BEx&~{Ya{kp2>sp&3p<LM#3nl@$p*-rR!;EFL?npdS
zSVD{gIaJY6C&HQbkY^PFo%9)*+r(I8)LU&iPnJ!(9ppsYO4MV{EayKD-)}9GHEHXn
z*jOs6233E$S>N4+<;Dq0cKmXGvO6m?5DYi`;bnZv`Z7yKc9#9M=LQ+W2QyAEqBg*l
z3I;=T+jT<l-W^)nYvzGTfI@e1b#z5(j11|>N_070*o*-icS@Hvi*!&Fgv!NqVV*Cq
zO*Y~^rT&OVZj0jhlOU7kMpiiYEYSfCX2>H>lO+TYo~|1grL5~eeP&hI_9Ww(nwH4?
z07VdZobpmc4uZ<L3_CCkq+qtv^Xuxm<u1RgN_|RC`XH9U2N2EwbFiq-CGaWSyD$MH
zV`4}<<lTm|+f)u;o{L^)IH1PnZaJ=^VyU2LTM1F`h`O+=I#Q@e`S3F<*n4?+*X6Ge
zK1iVRk4w7`D=+i%u$CnWPZo_axJ+sZR4mgm3?o?6Y^z<T(R{q%Z<pv|Z@XZhuW?B~
zP-_EBk(fA(Qkib9pk}-x)G#5kgAx1Wm?L`d0Di&U`@Gyh#t_>BCC3bi=BVJDS?t_}
z%kpuIxM>wt8FwjXvIc(KzOVd{)p@z5Z7EYQY<iN(Tq_WlsO_KgKIF$S#M^F7`0^=L
zdQ{+-(BXHr4_<*jJ242*`%!j!3bVyG-QR{u!rG`1+o6N09Q7Q*CZ;)U?lUoRCFze5
z%X_>N<wKkfs40$~0n|oZa+Hxf0+wWDD*4(*8vIQa<t1fl>B{+HW@Y1<%=#HMkPo1n
zwsOot*)*nIU*Y4oduE*~%J31dI5@Rmoh3b=s#X>^<{y`UZ-%}@(iUX26t`2-qGJu8
z<H$Asv}W3@EiG6;;c_VX+baR@g17o>Ce{*y3-CH@HlExS+X--k$Bf6`!r?Ae`e?Z5
z=S(hBBq_>Oc0P7?evPG?3lo{_hRsT{6IfxTjMbcQpn#|s#kbD)sXlXQ<3a6voVU6c
zhfGHN7oP2>ACUh5q3)+lpTy#B5^;-72Cng#Y%`+&AQu`8Hv+X4D&Ir2qN8)f4E?|N
z*}k)lFxNb|KY&L-s-*o^WNMhZh4!QAJl>c5^lsL()o9x&nkiLza43f1-@opTSC;Jx
zMNgCq@O-D_v8x^Km7CozQq9!{ceLR1;##RyRzkA5ii?Z=e&PQt)X)%A$`$e$fhcA3
znPqaBE$Xx|rkI!e2)vT=722Y+&-%y@?>z*}3{#diHF?-Aerx3m-MH8@a5U%m1SeNX
zdO4&{Yx8R>=WiT#xvlm&dFh|*uvOC+;U=y6zj3mhOkK93A>|*?W=TXpqehXYpK|@g
zw}XqYI@hew6%g&sfMy#Sp@Z%AYaNSX3*PN6TTSL5mXe2${dQ2-l#v>jP9@ECoTkb$
zkl>eMF0<B&HkrbwD8;hM3wqP$MdU1q^bB6RB^_S#L`7OO_@IIYD=i2Ip=K$-TJz`R
z=s1_<q&x~5;`_y0fU-q=Xaubq*O$A*mR3yb2L>xXPxSP9J}V>(hf`Rl9ZnvmofBuQ
z->2#Pi1&8)R3yL72$!l({Ph#QEQygf^Cj@xnNh}$?N;yJ@QO3H(v(z*1S#{VWQ~ra
zmG>`k`s?uU0P1f!fi2;=Geat^-6mRy@TrdekIy`gc*_S*iPD96b}TwLsfX+aD$h=W
zo(UG1BEvArLGHnzLcdzNku$3xt>1Dl1qOccds=i!ioe{7wkhihN~CUlCbG@GaV^Su
zR_-e`0Aaspm_nQ^cVn~4;n!x`7+Tl=1JK(<;=q4?p79vAL%yCLX0l0v-6K;;43t{H
zrl#@t*w$2I>Z<$?u$~GC{9U5sq9tb_sD2E|@>}c7PG1T8rL{P%kquJp8TTs^hA&$I
zA_4#af`s{9ROs-%)wDqhIBe3l5zGqH(j>^gn6;<L82gS}p(Z_a7x!hEHx2p6bu@W@
zfg3NuVS8~YeB3uGM3X6=1FI)bvYT|e=|bu&q=k>nMjvt`Th^7_-(3@`WXgUQE^yBJ
zPM#hzAMXf$m46X<#CML_tx8@n=5SvvA@Jm+87Q3Df8YLjLk4lfqU`$l^fy+HWIy3E
zQei>K)`9mJH|~T=UD`ThOBmUAZrQ=ZSt?~*R76v2>e!6qkMfnojuV2)r;;E+5BmPq
zLdV*(G#h57@*jF16aXPot=cUVd;v0}J|>pk=294~SfbUWqaT0Lu}~%CUW$W=Z>{n2
z{kOz114k0t<Q-bD4{i_6PKed8)4Q6miH}StK{b1Z>&TVRpNb+VWUuLr83-OvXQOkc
zSE<a(md^-_1ZR{%pxj$>MQZ9PfBiv5i=96_0uD)HXOXku*>NDPP}#hErfRq{*J7zx
ztRgoHTay4L<Vo-R!uVOtMXy28y95p#x)B_$nSx}TQ7%@uz$~xV=$0aZ@=9~q59_f!
zEs{8I`NijVb|enbnr_T2H@kafy?ovZk;Kex9@@mkTUI$gh?kA-&k8*&0QeWjd4shP
z8O0<C0254MuKu-;14N{o*B?UysY0V$P}UHMQCEFFbmne$P%KN4Xh#}<6~v4`zZnrY
z!by*GxugR_px+%@?u#8^Mv`3P)T~PBmQ<V?bSZF^M0aSSv<A3Rx%!5uEkv_`RCafX
zAYk6E!1%;jvzE7|Py!IJBsiR!2E(5hrhmk~+pQ6!QaDWXOJb^Y4y=~VHeU=sJ`J5X
zZB+N20(=2LCf#J1Wf7RPM#>m7y=apN8Sbvn$Ot0Z(G~`Mxq0ofz$l^zdBc!<;S>OT
z7l4h-J@#*cYX;|&yY3VwPlbAl{KSg@;ry`Rnpjr93B<&uxe^rQ)a*>ul@I6hJWww}
zm~95asMDTd;6^9z$Hp!jX@ALxj1x$(0vT{AXP0TY=@ezK(&J??R2g5#-?!WBxB@%&
zMGf!Y4P@j_$EZ6F{a($(UX$^GbdduOu~K-3ee%rx3|tb?J@K_SDRpZeZFNRMLv(8A
z<&#;NsF@%Z1p=zla9E-CxPJ#u!h$z3;MbFqdZ&7Fwa+iE+R<4K5<TNP7oR&zYf}vr
z6tt<x((!Jsh5KH#=qy`&Qv|QNIV(dHzX%x=8hq4np~RP0VH~ixqR~HKQY^{ltk)+{
zj0=&Uz-LocSNx8jhA0s*rK0NgA=E{h5Z*yr7o)2$PnVBv5G`LOmaN<QGjS!oa&036
z8_;O<YVyz8C?A&{ih1SMT;JWgBMCtU^-zdH-^V8(dM?{4K%PZ7ta4*L#;O*~zV9?<
z@*&M*kVIZkUeRTC5Rb@3z`=*q@x13-vd66{Cy(EI*37o>giso9MP?+31cgDRPotu5
znXNS4xsStJti`4V69lE7h7y0xn{w}DJI^jn_OGpoH25?B3`Yv#Rt%9^H9<t70>L}I
zA1>&ejR9-3JB>%414Z|2=}lXo*DK#R_Kxt_kd&;adH5zlm!IsT_OQ&ihFwlSx%gr~
z3|*L?FO1&x6#K&L1`n=W(!_i<R2b4t3)?ls9MfuUdcWbo+>Jy3ie-gwo%%6;cB*XD
zr9ndgtV2^!Tr6{SdUkI5F#MqOu(92s6jGiVCfeb$M3R0p*3d22TVRc)p`6TDkm1D}
zjMHH^_SenhBqg4YMLwKHw~$%eqSGz~qVO)dKLu9QANt(=^xW(wMzZS!+E(S?F}4$%
z@~*?(HntP_pr5A}_O}Z$ugWLKc88AJ<@w2$<}+=W8CZFO)c~yq7Xm^>xyMV#$z--m
z@xxpYFUpTRk+xnO-Hu0(UKe4bxhQP2or~C`R4uq5!&tYZqKxbBB$d~RG`nVlEhnBa
zH;$+~_K&=H=WlG!P#;EZe~Z-KHuL%#xKz9>K)B0^;ny1OqVTmm(Db|9g*w^cFYAZ+
zQA6aGpM^p)WyRlBJr)(fXx*zyU3l?4%vT=lwBKBv$TJPt9jZ>4a=9e3EGP4snA03I
z)8)ZhDXG>7Lk)+t9Rb6Xc9-}s{{96Eql!eTm=8e@f%JuN4?F#TSSGr~@ze`)oEQfo
z^hz?T-5eu0kn&GEyj%-n+B`P~p(<6mdJ$TzcN82u@amJ<0>JR30Xnw4T(Tu$!VS)P
z@7HNh$A;C~mS$hxw(AxztBsYcWs`<1#il;F7RH#gDhWpidivDtsDWMEpF)52o6j`a
z&DZw+99IOdWs&hMuKvo7={L7&Z6Wzd;7)F~7N4T0pIV-8r~15j3Yv03D8+<6;o1~7
z2#(pY2=uKS5=(~e4o?@xU7J;jorRh;X(=x*y4+UqvZLs?Fo6@u`5fX%EE?Ff`sS)r
zLHLEd3;i21t~qfyO-OYE)s=_LMjm;ea~x5RmqI3S>1L$p+22n5qjYoPn&?tl!zoW`
z@dhO2Q8IsHX#Ym)l@{=F6pu_5M0<m~pgjK%Fi<dOsVr-UEgh#^n$3bSw*TYp4P8Ic
zmRcJpBqiolQoKt;NnKtmyXpOcE2G@Z?!Z6xxa2x(%z;_gF?{`_&RQ37aI?#c!GodP
z(&~8<(!AkOrulW+Fkn6)TP`a?s7p^Z=tgz<nRW02>DSn~$`l3faPN04#D#%fWz0KA
zbU1XqF)nda-?(;7x?hCD4!9vMHB^e(g2=-x00ph5-~(!d2XKN#`Q8l+*Xq?|W+P6K
zqT9vn-_;K1S+Up2HD}lx@rJ1YCzMfWKO$2`xRz=AFOd<I!J8^AhywTZNvxt3E@QS?
zV~QJ{_S{rfm|99OpJMsfttkJ}iBGml!Ac*DQtXeE1SK`m7H^{!nBi0KL4t5bsPJtY
zzASbo4-X&En_EA#M~K73maeThSdo<2?VK+757@8TB1*4XH*7at*ayQ6g1i-T`C63u
z*i*0n=BV;)$yKsej$yD-5p_5JE|s*UYAzTV0acOFOBNbvv*(kaLp10uM&F6u7P9R%
z>MzSeLzF(M?gh-UfZ({~h{Dwu2oYU1UN-(D4X2PcAiXeM@$Fs>*i|#zTUQmg7F){v
zLYpxBmCi`I%D%%yN=F4Cj)+evMuvB`el`^EIv^XeX_k32KQA~K6YGi#PH(x~+2BfW
zN1X&8GS*s|Emi<)RTT~ufT<nsI6T-eD`K_i$iA7^as9Xx-1)*wu+|Vk%*?QAV0-V<
zlh3=$Z~zA~><2^>v4YMaoV<n%l<0Zk@x(%+ZMiD^qUZ@n^T5xaU53A9<$K<rw6xw>
zsAGLu$ebsJ$0i`gq`rDegVNoSw(rP#3*HN%Er3C)?>*jk5is=>8jRl}sd0vnX-*`C
z+HaSL00dYv-4UC)btQx-@~f}TgeVM>P?TGf_w$n^zDYzF`W1oc58p6s8XzzqY2gSn
z1UWU?u$Klc=KAjS+pHu$EMVzq=WLWM&5hzXiz<c)`U@hZ2HGKnHsCRT#q{_eB2Zod
zs_%zT>c&C#X-1eyDGQ+^=upt4#@X^R6i_GAn4k=ewbV#TlKYAJJPMnH073iybJ)rF
z6PaF=YF<e)5nIaw;dCp4t8ec26I@&jY1$^bS9kBmx*_zx{oX2@t~aduKIpzQ??R|T
zxiV~jGMk{cR`R)kCEQ(POY*?xx)fr;3eoe$TE75c<zEpHRHerY&6zCp_)$ABSj}rm
zy>8epW0HnB3HcYd%)6YQ<+$ZZLy;1C1AOqky4xgtUq(6~_1w`u1zU5Sa%#t9OUlY+
zm?~PA@iljZC-VSQqNgQXbLG!YV>}m>wX)}-cXV==Ob{Kj!eRuK_xi9s*%<n+;yJH^
zM3$Wed{{PaS}}1DF#(1J7GTn^#3SE4j~?p97iV*^U<GSoA>$&aYBR}h$Y;%P!lp<d
zDDWYmT`BmYB#W+|l%Ca)v)7O;?|)Gf>F(vG_%&BeVo*`Xp%XqPGTKgyReHg&6K2L!
zlnx(&+F^5)6ck+qQ`3l7e8DcjoKngpudkI3Oe(F!g8+5IVPW9OC9#FqH{QJ-`hS_T
z(Sr7hYoKB&nuQ;SUwahvNVokB8y>FGJByb7I>84+P?xCJbu%U$&TI~Wpec2KvwMmQ
z841pe#(TqdvJi}IK7a=Pyk`XEcz#ZX7qD=k?d96JPLq+wG@>zy<{*3R>gv2s(NEFM
zHQ1{z$T|K%n*T2iHc?>YAD}N2N+Va9k(N5^Gfx5s5JZd)p@Zt`GPq>Zp*4{>Q2CD<
z{?I%r)^cmw8@hB_HCukKSNr^h{(VtO{EkA%uP2)ZDj4Gu0F7zW4j!)evEfBniyWQ5
z9_@Y&sQ*Eu@$a=6{djZ_A2Fog16`b*%SbJuaMV*2{)v#pS)lQInKK`NmWm<^4~^9Y
zhA>i(2Hkpp99r(>qKU<<IJ>2v3H-iHBlG#)-<w7Yo6VY!eadtFE-KEltPRn8<)1o9
z;W_?~cpCL1tP&*Ze04%7uGiXpe<iC+6~g(iW-&=#?0sKR*WA>K(l{Vl{wv_@1DMD0
z;%ryhl1k`p`F3U~K^_9H059MuX81}&(-j%@<LlYo>98a^GJ4>b>eoQ^Z^HVt9?H(X
z^iQsPzml1eQ;-{?NaA<-oe?+wi1{lrLHF&Sr(qCDL?kRmuKU{7%wDrT-9YhjVPs>#
zyL>|yxrCU;M^u_^B&BeGaZh=~vX!|#-%V0I0N%;3$6HDm4-#SkQnx<56x7@L(%S~Y
zvi5QZO-6LnFboj-xy&I&a>ByM3((_9$ult_Mo7b^z$m~DV<FE)B*|Q_IFUn9vn%Wb
zM1(Mv7KjL;39_N_Vc6U4ee2$Je`B`h1p{`xKD`m0AKhR;(Z37VXVW6m{{h7J3Li!p
z{sY7pl6Y^pVnXW@69U(X3g7ws{%@Pe^g;j%DNQWcTs!&?utpSa5wabBaqswJAx(%m
ziHHF6XLs>jedk$RYI^kiQ4iE$z}JA9GWc3#o<XpzhePFUhdgt2(5^y@VO#E`pAudj
z?$dNRPzwk8pZ|P7{7^EFg!eM&(jUpMokqQIx^$&qeZd1fU@d-YF~5zHXnNl8d1L><
z+%alG)^r86^AP@}CiUQe9|pS5s%Ylz7&I0Ys!|%WQ|M7rR+1D5z$lc1%_-@kSxLkC
zET|otVv&xa_iujN-^ywBWl{r<6Wkw<yOz<b(~TAAA#h!SFv@|!K5U31w=A3u>~IOL
z%iY>x#R*MUZUDS{8Hj>B6-|kDS*}84FR9-^#KNF%Bji-P#ER8Ro8>1}O@qwC6_qe&
zRuZyGS3l>KLEf$w(=eobffY+DrL-n;oCocPriZ4L843n^oat*MMZjfO-Njnd`b?sD
zvJnToh1R&X$ZCoe1M9dwSO?>K%DPx*Z)6@2m|9V=RhMR^KTLk|!@vmMh5Pq3zG)kP
zKdWz1U}4j5ThTyAJpVm{0|8;M-$GFLuR%fnI6QXc#-D|g%iDjE*dBjB{$>v9fP8WG
zytb1DT@h?wO6%~yETxF8d4D)2RYYbOn<dbo(BV-h@A2jr=!Tc%m#31QmJdM`DI#PQ
z4P@JH<Z;@_P0slIcXHL!0@CBxgU%a^zquy*ocOuc6=xZwr=HS+(+|W^tTiD@{T_b=
zox2Th5Nd%o`!dn7)@Q4`RbGy#y?xU}0+hlcvy<T@aWi!q`LE|4z5?o(BR(A=xSsc4
z%02?t9@>7r4vjjpQyLh6kjs+!+*@WdGGN{phca~gcoDm}Kbk4*Tv7}q(eH9=YV)Ef
zj#p80#e_t<8F67)W?m+hfYv3@%ocAvfkBo#X(d$fR1g}OX1sb;1sgy?hSCS`WuHKx
z8n<bMF>G!7(&!B_?8mf2c<+2O_WI*?F1HxMD6Miu<S7VOw&Dcu*9i;gwAU|Guf~WH
z2WD?$SWU(Aqs3CJ`ADbwhBwImftq@{0K#q47*g%1E6MFbm6ey%NlIvnzLPw$=HKjd
z9W9@f{Zlt+58KuE*H_a{wF6QYV$Wqdx}O$^&DPlodih*Opb>Ww>39&+Q<+AXh5|E#
zkoZ?Y)k|(hOZoOWU<e$R$FBP+gI3K{Wll%6#*|JAlOn@#X4FK!=Uph(VE|>CJir2W
z^z)Iu6X6mA^%3@jLuJ}wpz+Mk9y$OWUP4~&h#*>vAq)oFF@XL_tp|(u$Nql+WHZF>
z=DYWgduUc6L<D4UkHHm~&OAveUd!%hd(dV|x9AX55uu|80Q6Q4mFEB7SE&<9YiHZh
zErV*km5`uwA{4J3P5}SXZDtV+82b`Aj>n`dl=<!&&TC=Y;4IwnEWN0N3yBlVG~c_i
z3DZ5(aD$Ser0~k?mxyZBqQe+F{98ln<7FbE6RZ$kX7rhH;KUxVIU7qeNS!Xlj3;Zj
zP>}_bET(33UfPS1sY1eFm$Ck20$yHCvG$WBj^PFjLpy=Si7+;Zzu(5RlUci9d7KNO
zG$T@C2}b_Jp0W8kh=LhrF?6WaobTDsaVDc;Xb?5xj14?MKw+%@@_aLplhMZ!C7v8#
z#Z~#WcY33{?P*lhqA1N8v*fO&%~#lY0vP`lt@*0izp09i`3HQ)#^1uPcQGNDL%S4s
z#ruhoM&#YaFu-;5`nlS}!Sz>Vsb;t>5)74DHC%?cM}}c&P`Oa7p!)(ROj)n~ix7;z
zUVdkvfrGO3k0EPSDpoJs#dP7sFDjH82*lU{#I_H$R_cvE;H#4`o^8b0KbAT$)sNIl
zx*NhS(W<$B{c{ul#)}}z=~2P;!>q;dcYcTMP24D1WV_6;waB(5&E{`G`kSb;uB28a
zR3k2RSSbk;ihke!0BJl*iy)ETwYN6oA#9zSz?<MjnJr!v!4HVe=p^h|h;2__p{Is!
zY}0nGMB-y#(Ww8O9N}S!*4}8$P)x6XwVdHBJL6Vh#!vys+oGdL(BC}Waq+))dkDpA
z7@_Tb`s>sC@@hCW+(n^3m;~;3@*x_RV1`)@{r$78%iBOnhBPAB9oO~%H-E2d1BI6n
zC>9(l-p{uwF3=pK_lx^La{;VYov&UhpGs3;IDU7erJ^eX;j);JI#kI8S<o0Z(<$jM
z;v}h*G>B%uFz<=m>rT}7Vi$4mgT1VAhfnbz{e;oeS}eJl8EWA8tkkt)6t!lmbMhu+
zQo`75o`0RIoi7hi{Omo8rq9;x!=6lKLLI%)<Fe9P(E6SawpYbxR74rF)UwVCqGNWH
zNEUQs__c_re(Nm1nfbzfd>gKae@b4_W+dMkF*dkZZl~#LZ=~=dSF!Yr4{c*<)P24u
zzK3Y|D!BV5S_u=j2rFr{Ftr`$iin_Qt^M>m3-S<cw=!5>bb>N%9r@e`A_@_GnO{iu
zUJW$Vj4#-oSO)*{>?`E6z<o<qcAXg4+(((u)cC}+C_j*Gmx3;Gs$X?0c0*rWh>;U*
z_h})~I$->-eNa7w2no>y%qb$IJW_pm>#Mg=o?S+7@jNk+t_-OzXiQ31ftJQg!Z6Ay
z*eW8~&bh2)>ms9a&6mQ5Ae#iI!Frk?tc`r9ZMk+p1mmSxlqMymR38Sko_z0~5f2fi
z_W69l?`WUtsO%2emc;nh$m#pX%Ms4TrKH>Fb3J^bag4v+)TXa(PaIwBalub74vTXV
z6H}L+`zgM1zIsPxZG#ZGzW`0ku!Z6!&VCO2JpK#@M3?>MskD%|SZ*A=69%v}Z<ePu
z+V<E?;QEJ)AJ>#k0T?elE>$C9v=^WC1?m!6EPgUpsv(*P#4}%alQNhP(h)(2lNY?2
zn3+y3r;I2NK1qscttm^IiFI6i5waU8#*~)QF===Ls^ifI=wHL{y|Aw}AAY$Ya)<i5
zJ$xKnSfn?}Q#kK>|1eL-NbT{r0`&%iB~~Z8KP20>vShcLSL=X<IS&Xup3@<-?DfE#
zwi?^`b3K@&w`{DXT^FjYwTtj-LRAzcYm-y6Ym>O>!QR3J-9d@_EUVlg{V&4)pYWTy
z@LQNog6&V=C{gsQKQ5Jp59?IOb&yr_4h9Qe{_?Qu<(@TdWICXtW32!@28cwj2%pUJ
z(GR8i*yvjWS00^v6a72xqOv&wgOAs529p|;5aKLc9NB~dk%;bgj<hMsJ@f3v4|gKX
zy<Sp_86@@r&S%CL$;#u0qSr0Z$Hp(S>&vIqA2f9-aVM7tiu*5v_Z;q{8Ny}?<nT2a
zluaGQ0)M<ZH@i+r6~R}+&8P%?CQYa%zQ=V7A&=N%c=xh*CKJZ3b{KeSyMxdA{+QVK
zAab~u-WV4)M(X?8?HRso_$gZX+c4*8Gma+vS6uM<301o$>FRx8K=)uoXCZc(@(C_Z
zy>wEl>lC9MGW>nBXCfh!rX`aJJ{}{Zu@uGgCCY+hEtw|bSQTeSWj4Jj*Eo4;&2&1F
z8Ag%wb^vate7?*_5BW>}Q%iYJX1nJOZO<1uYPsz3so&e4T?sk1Cj|oevY?D&JRYyJ
z?M+hqxxLJtzxnjsiqU@-u;g^~$xxzn;W+il4%i(YghD*ygx1t64q;ZB{yNS*iG?sa
zm>dm#|K1o%<9Kv_Wk_K{{pX<UckRJRi5@R7g~RRfZzB6=>~T9LMTIu#G~Z6c8qb|Y
zCSO~*nApxPn&jk<C*m{qn;bZynf1U#S=)@H;p9O5#5^-LR*%;8=ldnT1v-$h&(`tB
z1EQErw~arqoo>yh&8Hue$&L<1U?y}L6s$HJXA_MD^baO;LfP$LXT5|fsubGAMbEGD
zn(dwOlFxo$9uOUnG+a~GSlQNhCvSTv_GtH$=6=jD2jxHcWfIm5S;>D*xl>M4U|*I$
zMPm1BalAivk#}4vP=4=0K9Zk`^rE>;A!Foc+maI&9&N2gQND&O7EwECL4-*K8PUzw
z-2+8}=V=y(`vJBGLz@lQWKVG!gqXX1vn!j}F$btbUQDw3n&~Woor@DWl8R8W405Ly
zu|$$2LgE4|Qk-oyQ|V7`qMwRd!@-_Nzy_M%C~)T9PmV(1vUEBHst`j$gbS~0UrM&U
z?w*1dDQ?@conP+Ym`<K@eFgm{Eky|wnRz^80gUW;2#hLs{fTJfN~G=V(5~+9qn*%|
zTLkE$SCWT4sCD74>7qt(&&4JEW4%}^4-2smqJ8|?(EACAowl9h+bu}{Yt+xR4=qpY
zntd~ptv$pS>rr&$JJ8@ReK-fs_p<V=uoRReJUa%lZI(u4LD@UQVDGtESGO+gmpzy5
zkcXbpu4C2kZZ-9nk0Yua#^LX;Q`xF4gdn<pWW93bVu=P?*2Rzm<qviSrC!#i9bN9o
zr$HGSm3AArJ`P(B$71cUj^4!Izu4{t_v@g)Ry1=9i0l2tAhSZ5bB*R!v`ojr34?73
zDH=e*s1So2Guo?VsnY(WE%xo>Tk&EM#kguTg#y4|wPB(`@HAbT2jfIt5zjE;gjH@6
zY0NqSRZHG^dG}~p{-MzUX=pWnEa(S&0(UB0AzCBAnv&P8q2<lSp9rGIQS>xIg8~Pp
z!7uCH@Kd%Ni$0j((Zt%zdK?i}EhN$dW^!s`h^I+VerXbQzg7khpox9%Rd1&$lMpuS
zhjr6-bpUK~sWoT{rF4%2@iNg=qGreFzwMq|#lz~`rGro!HF?qv-kZYtl{d)+8af#A
zu(PmDsaAYNXvIwa4i+C(KZM6yPI5FzGO?F~vl`6Zt22Lf>kDQ!IjG@`Hn8e9HdapK
zFdit#Yd3!PxNf#k4W`DShxPQU`H)JE&1Iuhc`Oan0c}L_zS^>A*H+<0_w-k8nZQ3w
z0e+JxJNThEVFiM@W44P?SwW(V>fRR%v^_4q?DU%e^sIJ>A0rF7nUZExtuJ-@wAAj^
zQ~+RhoZa7)o#+CerBCp7@?<Lngo_@Jwq-0W^io3Y>&?CjKKs+!Gurx(KRO<65iKcg
zO`ee|&`R(6{VdL;5Zy=|S1n-JxjWSvRm#9zP|1(Hdowm=g5yG=3=7##4#eK;J9a5W
z1T<J7ZJ=y@Z;Q{%L|DI$+ds!yTZ5jgv#3ZZ{CMILzWjKy3I%QbzWDo^IlHy0cTqy{
zfcbFtz#X@fiqhW$G5Y}pal@fO0o<zGLxzC{va(^(`Bj*f!YF$r0i>g)T8f5Md1<_O
z(RoZ~c4eyXKm8#u;zd>IM%odR$}L{iU|<*-1khPl7KEX@_IMd;w)KPmJm!VvMs3ah
zBL94|4PyXAQULeB8@EI8OZ3~`t()eoDbFjfK1h{dh?)6l(lA}e6%$uu=TF*-zqoDG
zqPqNuE2^GN#o(DelX$xrM}I1figGj0le=PLnFQ2P&EFD0wWb@VANgee@c?P3sri8(
zcmBQq^^;EG-l&%*;^r(j#v!!&EjD1viQi?N$i>+`sFL*4vFZTMp6p`KbKPv{sd!WS
zIR$9up0_pLdYkB0nP<LuZMqy8B>QV<2swhJ1e?;RE-|Hj3qz$Wt62qM0@{aZ?=;Zi
z*&8yq<Q<P9wW9Pv)lJ@HT{mPW&lAIAUUY8s6_Xcy_%oBGJE`%(js3C!I@&4dcKa?k
z)Kto5-Na<30B=(+eE;sC_xj1gF~+-`cl`p`Pa_iwIlw|MJ@Guw+8~AC@GIMR$L&EV
zejOUyY)%WXthJ&4a%pQuqlhFN7{ER5y^c<?vthwXS5T3oG?MS&ZPr#uf;4v7*+om*
z7>>KAG&7d^;k`(|<q9N1J%!=%oR(jE1=FCM)f55em`~JPA<Xo2+Bnx}T17AnM5U?O
zj5!c+so6ZFLPrA#udN9VlqU+u`1F(QHl&Wg3<bT3+l{T%vyj+@AN{5m{nJplcF=+=
zA;xaXq2{i)k&eZrA*AB11`=(lxwue+^2d`)(RzNd*zidcr^8Gv;g9r5s>3ti8f(QF
z%LT=hSrz6eDfYcpE`QY4==p%gMMcCKAjr_N+12qa76%Bf`#9BQz2b*td;Q((jB{Nl
zHE`VZ!UV%ZMty{!x%WHSN$zoKk9?4^3bak`&msasC6J+aC=2azAy;ZXza=oSd#p%o
z_I>z<(u`vEMwOUnCGL_apU=`6*}P@`;Bfdlx(qd4P0S*UM(T!@O$m=EN|8yM&!PDf
zO+-#cV>VK;lwrN8HNnEpV*Y*N!drAJpR<jZ>h!uVEzX7xv^ddDw}#D%a-u@J*6VES
z{j!$9S+iDQ4jgYKlrKTCjQCoZ*uU%L#Ely?3ic#ZC8$1LD!(9GApI#Qn27c4jI-SE
z(_H}`U#o}!jr{w2kMAB8l?_}$Zw`E^E{s2Apuj{%*yfs_-)nP%2`nqk=({w#p8~A)
zfE{zOK}%uw`u+X>9HZYKxTTz-1y+7)U+2U3-b@s@k9V;&Bj;lR1ykgdlTUI6Vl&e-
z1jr0lH?2qae@tRA8^y1Di+>ls^zf5^d3utwwsv&Bjy@mbhS&Xu<m+=nhyte;C;q>u
zcU>U5=*s|3h?dvmvv<1$$;K;noN7=ZW4)x%dO6h69fbnE1pXHk`70BI807DNEt6NZ
z@9+0oJb>iuXId|b^CH%Vxx~;!ntJ=Xdo79YR_Y*fbr;I~RkkREd0&kqPgU#opC6DU
zz-V&046T!*fj-XD&>$n}W>G~eD%l*J?0UVSfhnXTPAMx7P?^{rza6v9IA;nl;_g&5
zjg9rCEkOlNR@q&uGAxOivzZfk?0-`9YBAIsz)OC5qoLl1tC5r3yS}Y|mLy<=61?WO
z5TA&unShJ}w6d_np74eqv!fc)$NjhK0R^PUdQAyx6%|obWMf9YA?(uOH;(@FdiZ)(
zkaKbwlppd;ez8nfjgl6X9f6}H{G+ijyRIN*u|K%KbLq--l<FzFGmN+a9DjoqfCmOl
zGlop;N~b8$hIX55`)p=2s|o!Bm5*O>)!iUK`*f-8WGgqGB~XqYmNR4`V5-K_sE$@R
zq4RHT0`H)A1|GgB^2-JJ%qFnnF{QsV>;wRjX1~MDMnhjPCDX!kLWUMtsJgBZS(B)y
zlqw7#JRB?5X)?iZ&llKdz-n+ijCB?RT$FmDP-SoDXbbu}bi*8<YzV^@UN{r;=UQ!L
zVi@PYFO_+oQxcd7^3zX-nBEH;6|UdARE`)$8t;tgi8t;@0Gok26pv9Y=Nm0z-Ftzt
z*Q0D9DR#i@#s2_9pMdxiO!Wwkn;FGQT=RvvWC85UmdUv3Q+LE$le|*MQ&P|mvR!yA
z!@@v*>J&2)0hLVHc|0)=m<b$0CHu3Oui)R^k-6;sUAn_LQ2fit?lA;j1VFOp?-|92
z@X(eSD?<>vwdAKkkK7>%S6DX_h|Yn}q`va{u3<FK1=_o+|NA4@Miwf{sx862Il~m>
zgl<~gK-E@WCUjT#y1t#0?KwihycuJ7Fb<4=jdX1M*C)^CZ16h=<mmq0XOj(H56`{h
z{s;frb;wxl<5778Ju(eA$OWO}TqNMjqbzjU)X_f<Msb){2Rn9;8L9QoQjyK+Ah$}N
z^odst-sncrGA3Yea9<K+KT2YQlax+unz5;-<r}tRnFQ6O@niPg8af0e>o5NvM%%#?
z!qv92-Ja|d?}m{N+(nLP;X*L4pCe<ff8v;gAXn^nj*iYTtny{W&9F()5NP<?Y+6^G
zZggf@K#6-IvPT&q3;qID*tARsbqmX#&oZC`Vr<ziZ!EP*onKprUf5=EK?MXiGL`xR
zK+d+r@^|$gH1RHuiDaXnS7bs`;Ig8=0#*hwDn{vkX3=c;ob^BjR5>o>f80L_94;{u
znh3HmG{hiG#w?okqa^5ih^88pRW`#F1KouHI7xyDC*3s~;1$}w%S^Q|R0qdWa=*pI
ziqR#P9+f5Ms!&Udw$Wc|X_SJ|puECjAHTIi*Z~98s&m;3GW5%5a*DET6b)091pRTy
zCz=67mtqwCWu`EQ)|Nsok~DVX#8^t{laiLO0N4DiR%<up>O2w@7B(Tv(e0z(%N+Q*
z!N3x@fuwQ|Q(ZSDM2s9ks`?dy`V~oH0r$X<vn`PuC%SIrAtc+$H)5P0!_4Yph6{Ml
z0_6{0{8yd-SU2?z8_@m-P#db_apeN+D*H3dn(J0$NPL<h`47N2Z^`<8J+;~6OnONt
z{>*g)ZRFfIWQA6xKlh2m=JVITnX8=*iuS?1C?P?SBa!dXu{U2@*j+C8Z6f~zeDUga
zWq7|Hb^+y7Ndn*qLXg*tyf;$+#TM`)QZtR*|H=Pswm|(gXqOpPNELKDu(UL}XXMR6
z<!eJ8IBIN*vKiGt`Lu7Bj&~6NgfKk8In%-p33+r!erW2BfQf;d5$YEODN@DK2_`Zo
z!GMD)L4CDvF9gur@TFV;DD7ICiPrpByiQCVOFDG^KS1(*sTfs|>}yf(ll)bpm7nlD
zO^56Q`mEDqlYYP03<h$~pS$IqlVXA-9s;31?=I?QswW*GthAhF-e;M#9!bT~QHG5g
zT>A6PH3SpQnTnzDjz|7RB^}o_3PkBR%n@2sv`u-zuiWa0RtS@fjiITQ_BJQ2WZi7N
zbK~B=SSsXhmOu4ym`U_IXiRBoqRjf=;YtL6jY=99n@E}!vX<o+EAUnVKf^x%eqzfc
z*nucyMk_XEXtF~{f&%Y0Hna0eFS6U{1#IY;+Up%f-S4}<h{~c=rt`^4VRdMNA$F`r
zf?1_OQp6Gm>ip()jHiZD5tis$YkD=eX%b9xw(t0%ZW9U!h5k{T=H+rFzn8n2Dt~$a
z^`B<ahu?x&B|h)TX9Yp&sqFPmxmlB}os(-(u^m0F3%8WqxbS!|J3{$f+y_^OQ8W^6
zTOa>Q(~TRBz<*-~N1LPpAu?T@0I?pb8seJk*_W}Q-f;~xRNebygEY4(;ZRV_e0C}w
zssenk?Y>ty-JdiJYucBu2t!TXZl)pE5Ad)z2*p)CT!l~IJ6gU9I@U6*>Xx+hh~s@p
zm#ckt9iw^oAc4H*=KhABmev$PBPh~5f~L6`ifG;qjAxu=qh2}8D#A))gOIG(aSgSz
z;f#L<f$2)cFH37h#&+|Hz=+?H_j2aaKaHjwP=o8AJ;L@G6{D0pB&-xJCnQw0G8Vc_
zOU{N^T<xBB18$&Ll)lRpx5?gB@KD)SfQ5{|c^=Q#LXp%{9`{=~rlTMG9D?76v!h*F
zVZ$efN++__VXl-W#Z0wVn2XIH4e4%iD!i2H$;A3%S<X<D6DE=Ym2}{Fv_s7ZZe+Oh
z`6RhvJMVV*l$~G_@q_83sk>M}KZaxx32(=)Q{`y|{rX$h!;y%f+?P+;d=4iu*@E_2
zO;v}iwTi--z_y5McmXu&0DYgQ5i{vr^!Lv921`kIH#f2iTEPWP@0pmC+$6ZR!oFpt
ztoo1QU(N^=b-hQ5!mhco5$}?2+Y3Zy;dCY8b*YkGx2viF7!rs2MA$RS3%{@D+0umD
zzIEgF$fJ?a|NoLA(Eat#ll}iLATT$W5V>Vt-LDPvSP~zcw+Rc&mE3po^z5(XkbE|0
zdW{_qvRI+`)`~ghEpt*aru-)n?n)Ne@@@=yGqtB`B8r<hI$Pd%#5(f5To)JSVI$t^
z>eAyQ|54?^R!tBm7>4K@&^N(FUqj8mb#S(n{5_kK^mpFh!dXnrG^ym@`JHE4Eg1w`
zJI{j(i%(l~v5cuZZ3Tsx^UTA?6sWTfR7dyiWW}#7J2^%2enU!FZ$=mMKd-t!vnAEj
zJRr37O|!s<oK3}|D_f2VPq{-AP4HNJyK??>V+8@o5wHMaC)IDU_m93UF|acx#s!<$
zSUQ~a3RC)44g#CPQ+mA21Zc~*9rvx>VHOh_6d$+!H~F9Cc$#~lq2s^rU2=m33L5aC
zweN+ZJ<pOFbMzd0{0&!ki?;@-)|x(tf~Ste6Y2S=ilHIM1Peyz?>@3Xg^7(PpQZqn
zsnG!@AdLNozFNM8QTDlS%U#LjuXnU*o7Hg@$aHpnp1;?Bw<XG*np?9VC1o%p=o@D2
zJMlPudtBm&0q_S081_uvcqc7|z;ws86Xg!b#xv(=)eVNl2ZrJJbOh?(H=xN!K$O|O
z=TI6;qq6-RUxv1caU#@adj7~JSs%fJ+P8_+@b-TDA0&4mGch!*A3Z2JqD9_ASa1%4
zR($UFh)K4;QVM^8_C<$)+Cv<ue4mPGkl{hl>4NX*#0ugTej17rbFD&-%X3(ZlStNV
zP_Kf+a5u_YWDWZ5fgU|CpW+!j8AVHN?<&ibQBq_PbhrugR9KMHp0M#Cc<vr6+Tcpu
zUoWIrIM=*jF+F-yHlbHM$f(mC0=e^T95LK~w1L3B*g;}EO6t?a{1VE+hg2wT^N>{f
zN31jku9$R_w6X*<1ppj`R)Xyf{VnG$0sO-9pf>0Y3sJo3Hvf=1+-<}wuUs}c))0+T
z{!63M$WqrYY{4`;4NMX}TwlgG7U$#iC+|wGC;OW*?3y;;<yy5ST;sYHlI9Sq)`+r>
zSeZaf{1ESAwrV!@_u)?^-Q>!mk=<UHjiD{V+J9~key;u{;Ob?qAF9gi^U5IpPH0;t
zy>SG?R-tmOzq^b+*2H0v$8_Em?vg;dvnEZGh*`l^?lp12Ty=T`WouVgFhbm`s_EZv
z?7$h>3gc?P@*J6L`3oUd><{YtbYUTKT49agH9`}Wnb>1eqnvt(4bB1+suXx6wDQ20
z?!DFj>lkS81dx^%q+nX5KTv40yM_@m_Y~jKI?Zou1`?JgkFAXxHD_L|jUHb9>aX8o
zC(?6O35~qw?JB33M;YsEU-NJ-LQE?)D&*o(9W8}C)<{Nqi+F48Wpt4zH6R}hWJBo)
zQ2?i^nys}9pD=Wf2X7{?*MO5&lEB}Oj^k}g=$Ct+R>2EYKm<CDSvapR^c&AFSEMmM
z&_eL0cRJCL{x9p5CqHv_Pg`y*Uj_}`dc7uvJ-7^egs8B|7{V-XrfIHQ1vt;?L(?Ug
zK2b-bxVo_t@orUiMV@T6S+9OKUb|Ys{{+9IR8+AyO`gp{xy|~y6-wEV6O05;RS-F9
zJ=w`;O2=!cR1VqcG|$M2jNeu-C}{|#DAIN^(pl)4Ng0J^IMWlfMrI$<rfX#HAi&ro
zyQ#xQT|r~v5%tFhd&X9d`QKK5cQtl>Y`8)C(Bj1h4K5%U25mDhxX`r_i#N_yt(JXG
zjk45N^`-b=C^;E3VA`4hN7w{vesjVlm0Sd&WeFz`H^1MXbDlcGeXX-MM2j{aaN?GZ
zb-4t^Tpx<dehT0Fi|+4)AG_mutF59J38h8LOz2POXXC<JjpwUrFk5s)=}Uf4AhbVD
zpccVNDk4>KtSE@5T&%mGeamb9yd~iErPbJM#g3_`eH#x#bcvvv?Z(tovh9%q3j`}G
zcgV~1vJ_!*po}oo<Vj`GA`KrE=jc#sOTO0a@^~lU8X1M}HsgDLW{UW=X!<vS*jSA(
zr8lHA#jNy~#?t(Z6oaPL!nESSbUH7SK0!JH5Nqr{ckW{uTjYr*R4@Ae)7NEP6P5U*
z<GFr1%<%b!p7Q~~^jEz=mZvfWTP=E3|DlLxoni}fAoW9AW7hll1%s)p<9)mSf+kD?
zx=UG1DRM?G*2JFy^g8)*^KbpVsVk2l?;bnW`81dfY^N}+k-9H|exIIAE!nu#6~tHB
z#UjT`VD6BF&rUa?uBOalQ*b-N_b+z`6eU8$37t=hr}Z+}gm9wb^w39iG2E&jkm05f
zfKz8%lz)JzfhxH%Sf|8)((~qQ%8u9jw~EQpM@lHxdQUeNfwL*U7lbTxh{-+p^X}zk
znPk{9CX9^*16k<S)RE)$c}#QH1NWGL-61S}f|<^3B+9qb*#8S=o9b5Xm(7cVz)~A~
zNGgaK?NTMnr?0(BCK7wf<qY_Hr(ewvvycP8u?(%?(T-HZ$8+bmo!2UcoyUk(V8^62
zLk}JMy4`+{A*`5=P=?PWe_@f!grsE9o#KQCJwT(~%x0D2@+l8#D(6+hAHlAU<ncwU
zWw<shfvz_ci&K0U6tX&fvgKAC4DGg86}qsDfUp>)WZ~cX4dv^hIY}oYt11-d$+{jN
zuJUwvQn4ESvAXu#Cc}>um1Wi@k0Nz-W1A0Od|6<3Pl&2CR17jy97D7K${n>um=-m+
zv&RJ*y;T_lx9uD8aBX!5L{YT7Nn#!yN5985*xUV9fdY=A2B(xmHp^3KGtLHWY_)$9
z)Wr0a4hXOBoG~*VyX_d1I{bTHgYRY&zh@azy?Wm~RM(QsJyU+WzsHU$wOji=#(g%y
zw*c;c3fUMf_z&<Y-e+XskVe<zDiQgC+_xqcFN7DXfmcDtf`C><Oyw>R*<#S}55c2|
zY0dg@+cZ~bGWm`<mGvkR6F<Xb@YOG_VigK%HvbZN2*!d00xssuI2u`f-%utzlul|}
z@z6+*Ra(c>k&;#l0Wzi~NlqcNeREkGWBc6uxi>kcz8G0E$?u&)-z}P6hA81u;-hCH
z*&<>t#opk;79a6l)WP^)wKcL;7y%~%O(xT1njV>NxI_TDnSfn_av-av)HqdRR&}bj
zTCTCCSW(=3P0ZJzaEx&PNGkMD@mIDN@bhv)^AM+u+261jOC@?8SFW$HCuu3%STB&q
z5Y?)L1H)*ZTW}gR*Bl!$l*C3y)6dx&H~JXJhDs`oE{*f5LV(y=@<j>WDMX%b>OX*v
zIkjo&2ez2@oVwCARgZ{d#DIqShPeK#sWY?Av#2FH#Z(|;N~0AcXT3^jzWnBENi>r(
zrg)ukq3(t&f|;Ew0z9Ei;_vp^Bvq^4ux=Z}e5KLbrFriU7!0gkmlw_%<*R95p8bmJ
zWl=|=z~nS}_<daOxS}sGx1VB|Ol-!M$F@EI^UX@@8PXI0_6!;NU+)KR_)`P!&5Aui
zU|n%Wi0=AU5&WI^2(Eh#l*^`?qmmSybJcOsu|!wPAdG>HoB4&MQjHr^CLu6;o?a%V
z^CUkVnEq3bExW7e&&rl_n42GNC`$ufx#d@_9AAoYR=gso3F@59X3)l8F__4m`8jr(
zFsjlI2MDS#i@EuNw^XC@a8ztZcTdIJBB1lf=3M$FB8?m@aDyrt6_zB7lkkwg<hmC{
z(6^LqE)8aVSgaseFaW*rV^?jik+FdaU3MsjzQN>3?Lu<=dDx0*+av$dyDI?*<c8Um
zO?b6v&CeDWi+H@bEzUv7xIS^cwcG_A%1%S*ri6YP;%SaRy4BHs&-#Tz#t;G9f}G}4
z2NPG>rWBqw?xTiB+pG9rBJ~mhD!WVbZ{m6OrAi1)z9|xINykd!eWUz;z`wG9iduuv
zI57QVOGNoVUsQ%ojSTL?zUb(3tF)fXldYVTQ4ClmSO}B*GSTKOx_4m9rmrotS#JaP
zTs%xu9I;<hR&y+1*7Y<w+(iw3C%q}1Ugq2!H<!(wxk2ccV&NO{(27jlN7CW2n5t+V
zrlCq#=2MPx@&7~ER|d5iG=2svZlSnCf)%I5-Gi1OMT@&@DOTLw-Q8VEarYu6xE3gG
z#if_`{omZpeY(s%lYB@r&rEhVyFYDmy(RYk{PaovVzZ^rk$~%)DOE3*4GYB=6uQJ1
zzn{KE+bti^HR|p~Lba5%x1%w-BXy6g@5?9)%0IZx*FRPhBMx00!2>D;RZp9idKz#|
zdn_C+wN;x`O|uCGHm2{XQBuI%^^-WEn%q^DdusD)N<$5mCzXR-CmxN;lwyBFg`$6b
zGWm54F15F}JM?D}rG2Iq!*ZB<6toa(?2fB4>Qq~`AWK)$;wn4TLuztQ-{&rJ{=h5}
zz2Xf`gPD5x5j9m9bFso*ljaJly|6QH>c(F-kJYlXwiOLSaYX^-0|eo=#m&F4AMd?X
zXej49!)uiL7D9M6%EGA}o=ALyx*}f!yTa6;_-~!1e<)H`0WVdpKL5OQLv}``bf!&M
zni_ofF{8=MINjiFq1A=(n;4to{y&nPke2(L&y0~fq|esT(3gF?4$#{a_N{gZc-^1I
zhUDwX?3iz>w{6*gb){1^U9D~<v@ir2ub$)`ml`qSCmb}WYz2rqk7T6T?z6l8*m#we
z=Hxrge*mIeA{x<v8Vfiyk=lHC8`mmiXzfwdEF?wP+}a8o5+jcuvB#LMh!|X~K>jhh
zZqDn!s8%A+9fF}`PWE<LAxl@Z=tOk5qLH(D=oDa07H!pUl!>VqHsCL!?aIm=qo-u`
zCDy3(2iKU(ks43)c)kOg1+A_&@Qd%WPW0EOC{K?>tMq1Cns_@Tq`Ig-+U_vzMv>BA
z$r+j=*}sWsrMc%#SPeFw+FJ`bZ9Q{yTh-hR6xd2)7jMRjn(Ur&gpkyV1IgI{%{g<T
zwI+kwPR&O&wKw5|##Mo4N;cf%^dc^|D-$!Gi>S-fnLvLiW%Vs3xq&V}ibjJ<VRC+j
zj(0xb+yi0A-__%8#Ajz%fA{@AfL%qD{!#}UOtGb?ic0|^VJ-!Q*cxn>WZxU6ZiM*{
zcJvh%XCds+KxRTtE05g|-vjl|M^zGXyKVb>Y&OlsE_+T^Df`qx+1}_$e5BhpzxPrE
z(@2X`c)-l*7LZiyDp1JJ8D+`I0`{+2?9fW^82!Uj8k@^Ph5B5vh9aB`DyadpD8coc
zL@A(RF3G?|uTVZjv8u;OTEY_MQ($!09uwoG1&Hez+&ft|iALLpjP`0TI+x9+)(7{*
z;M&}OkSH>IjcHjLY?6E%LG8X1@%~v|8ZQLQppzySJ(|X?&7#y%t_$plKu~)`xTo_N
z!H=ZOKQZtMx%Z(W&H7?F?>ffs`}ns${dV3q7(>%Wt6y{7)ZhG*hO=#s&Y9!%=Zsb`
zi=4&jirsqE=c;;=v`~MRv-uD8XU?QuHRcwI#T@}P8wfGhhe{c$FQy*He}<Ks{n7v4
z_DrZWL@UNq#6KQ7;$*M-(u3dJ{tUZ0fBE{-{)3j6J-L&hjANPx6u;eK4@ds2umE@W
zeQyW%1RHLS=LdlCD8n_in`l4qnP_tCucOQ;P2gMw1}e9R*8vci&~*QJa~37-uM)78
zAJ3zP%t`a%A0SP6$Az)tW;Q?3jm*}82$r9UAc&S7xpzsOEr<rb?^~qbWyXS7{J=73
z5#iXw4Mg`7ogB$)^#QuPgO%M&2UDJ2-W>g0qDh#1LT$%2F|_ay?dJ6G^`oxlMgx6$
z$jj7{al2`&a*x~-<g4lO{>yn!6aQ^dbS6;(LQX<*?nwMxaKR}U7HAk3r<N%JA-lFW
zA!$1K5*<oW_!fcq((j|<-RgH$zt4l=bbBDt7dOXuNpA!FkNfc4x~<@tM|F8|l9Su~
zbx6JUk`U$JyW@lXpYWX7KNSipQ`-;L7lB}+)$2#JaBFc}z1^GZ145{_?j6jD;{pzt
zvq%upW__V%^WDtW`mg>nKb5SlE*f;C%I)Vgba?R4pC4f(mFDaI;PrPRI$TG#_$%&b
zkJpbf(ULi}29Ha5PRkFnGGG}^tc9849Nt_P2(1e&<qSu&OeO^1tr~xh8Cj#5s<T_|
z4%r|h*tt0+cx>3*-{tn3XBtPd^z5`xA&x-+6ACIcpwU?czn_b<a*fKaf`9=othOPr
zwy;t$3astZ<(ElR-a9g_o(L3Y-1sKHWPD%aK+MxpoLvkQ*Dv`}JP8P#NZrDRT?&Bk
z97&@1lwyIN6ruXXpU1baEfFY8JNI}mFfj@GF0q)+wA5>Lwd&TV<liMWX9Z^Xf9OL-
zG5<IVc{8A0oZNJCFXw6uS7Prp#<0JGiwA1r)p_oklMDjG-zkm@44{IOT<ZI|xZ*6Y
zDhcnZiA>B=CZ_JJ=cSL_%fE*i^CK3cpf*O%v2EapmphYA_;|Na6N3FCtaIf=J3P}3
zWRNX)NbDU*`NwL@41{5<DX0)Y{2%SJYJOIzJX`H-9SAdh90oZjI`YJ&)I_7_!Y~TN
z{oLgf1<!UyJ{Fd*Z;s*EO)iJS(L~7jwuSIc8yOeIw4|Fw4rFm2c;CGCv6Gt&9RK%*
zb7pL?OgcDN{eLc|;;!D#&Ffb+Pnswyw6B08RM;j4RC`r5t@Q6OJ}hmFP`Qs{8wF(V
z;B-%iDtz-K;3N}=%mrzR`HBE5tCHNIiEhk}>-{5)8wtXbZGcC05nmk=GGPhC^uopu
z7FTKTzFrcLBAxZTR|teRWZ~mO=V)TZd$+0adtLw2P6UKmP&zz$pEJIfr){M>fEkj&
zxr}2BsNR5slk1mS+|iqz$OdS<7nQRW9a1>wS8Ub@0nE0T7hx3ea$fCbu^?Il8%%G_
z9p)?@Dh$t&p~ol1m-P4X`}XdJahTq{mMHe}O1hkGh;_9`_C=ISfW!Vxo#U6(=bg^9
zJuBXB{m1>te1fuQE<k{{&yC<vI$+@VdXWJ+JRnzkQ2yeK^iO!?J0|A>;TG>#pTCDh
zAizF;wHnIkM|rHL)QAK+Urp)nU(qzit~ChQ06+~0;t6X!dkGI`=xAw{rl5WV8V|#i
z7Q`CiX(&4vg19Fqeiysh+wP%-t(+mlW4n)BX?E+(q@4lH=*$eE-lZ{!)|`%gL7lQF
z?RO;-ygF9?Dgz7LD(|x%8;?jyN)-B9O_<Q<rpN-<uq!rMH2tCDva`uUOHQ$v(&I{E
zmlPUTOu_jjyUmOwQQ^($j%w;TSWP7B-aH-=905f7ytfD^HbE<oS-i9JDIeyK%4#bM
z%w4tMX%O-VpDZlQ0`2<8s4N0HhgCkS!%HR2T{HWT#ISj$=Zz<nV4g+<gnWp77S;Ru
zYmC_GCEu(SixNx7T|w#e)FDw9BRD{kY*aK5Hq!Rr+dyF+;wM{ze*k>FM>&pFzlm=}
zl-aMe%hZp4lyH4-gp@Ni-lo1Qk=P5h=*FM9;q!=|YttRvCr846fDzRgkhcfwZ7S|7
zG42Z{@y@0VM5OGLSfsP%;oBwFe@Mp_eG<F$quKwECyfD!{B&q^(+VyDonk}Xb;u0D
z=biyWT4<^Crf1=S;nvyF8S`m4ad5eCntjj%JUogI`<%=LrWgC!1VafS|3UfX)h2!r
z6qThXpB&)aZtq8QI8#&O>dETh5%kV*v=Ba53gPK;@sCT^rDaJiU7mrRdM5H`ZLNa8
zG`j_50wF)W_MW%DAECr_**^*c5K1qUFSxBxXV$6THe>!pcr@r1OOp%j?X@C9V`(2t
zhQqZV!viV!YD|m*n{<_jGp`lVy3Qz`YG-yGby0{L96q&w?4g5~)DF;fcn=;<sC>G6
zp!OjwnRmV7dvXwuf1}vuX^WQ;xjoSK(Lk9?DKqTjWK#;A{vKxD1_+>Or1cg7n=F>C
zZ}I!L9*F8W^C*EhQkRPRM*z=+=Gk<j;&M@p(<_bB$^#EZ+<KXLl19A!a)rTiu(=w8
z!l*%j*2m(wLDP0(Hh4*CNU@USoNR0g=tw}{vE8!1yR$TFAXKg=`D(uB-NiDsPQ6>3
z=xax9AhE5G{q!s4m$q)4W8%i_CF>h3;cm52+Y7QvVHvkX^GRJTg~P<;M7WbphHl!G
z#y?RWdGCncUZ#&EL{j>wWuhoq9L$5BAsjd~*!&&Z7cldI1ywpLAiX0WQ3)w+;-JrD
z9n?z%QygvUwiGTs4%$;gb>x_TI3@QHLKxzLvwsXFSzK)ClThgnaoj=IYUD(et1xi7
zK<sc@=tV2)Mh#PW4jTwXgLM*=$_VCGPxu4~tg!hgHi!_-@+tyM?BG`>2S=(4dMc0#
znI|V?G~10sjD{Gs9SPz^_6JTclzW%bCkcq@=wusqJga@g0@YY=(`ytEKjK(JA&PjL
zkv9HrO&tnSYk_Vt!IOHSoB(|B2-kxW`I#k99d}TBhM-9}!qBqfLTl=A<%u4_AVkw#
zV>#g341$)5`yy?Q(oqgvNr#oNQhuf}OgfyIuyU9-yTiokDDWhe=xSu2=lB-6&!0wN
za?^yttjU3!I4*u7H3da?B7Pr62Ds|Cw;jQO_iQk*xiYZZjYXoUGq9->DR%BdlU0Lq
z)xfx&j%9VC&H{kvyPIR}c)+M+fu}&Cd+eK))i8m8R0VNB_kn?lQ3S#$6<j}-5{=Gx
z$;F8n-Y!A=&}2RLdai#4M6Jz@i`GTMGWX*aNpQ;#Y9|7(pRtww9O@TedFA+vZxxUJ
zQy4F4jUTIf<EjvZ>KDjJ*Wn}02||4DaXIfiF>j56!3|iwKHQpWr@Dq4LjNlQfluZC
zc@DDo>8_W6v(^9ml1KhS8vxIVj26kB{X}cInO2u9E8|ARc;)G4NcUa(AWheMmKA_H
zdF>w`4+&Auj-c-r7sB2gfN90(uN1vcWffU`5ZM8uj{+O_7ZByWvGZo{4Yz;{B1^m*
zJ!!$V;|pi!H^(!(Z(K(ulyuF$Zq~vNYn<5PRE&SaHQ-63->3~$Nnj~V=V#3tJ#~gs
z+b9^<`zhpK{rtYm@_qgMS^4;3koe6Vea5wwjmr^|NL(Dp9!esg9v7p)ys~R7h5M8w
z^i7-C%pXT0qxS&mp++FpiZG!oz30Vt+P8j@%KE~<_Z-*vUJt|a5>0tC1M7Gn<qY#W
zuRQ4?q?8V9-zZw<d%zLMLQU-rlp=<C1=!MoO=ba?RHwo(kA0B!3?A=6?*jpzgn1q9
z1h)xj^VRY3RZOJSdJ}e*@^>pyG5)3T5_!PhYRV0&V_rW-addC2KK-WPsP_AXO4gl4
zQNbetKl`pW;BVvrW5;iG<j2Jyfc+lSxZmQ~4Ox@HLD%=+_?vVg^CKJ<Z4*<{Ng0}{
zB#B74bp^PJC^&{?2aiK0eIS3YTm!)U>WqA9){@zWMfu6Y39+{-;c7;zox==-@z>O~
zPo6`)5x1Y;BR)cy($VULVn)SgM&t{70eEn3UUmL}2%V;bV;pu+mk~ibK)JJAD2)%|
z`OA8V??0MwF*Cy72;ZfIw4nB*B6xeN!I>_$5s3q9_!tFA14M%H7BI#5+p!aQ$Qyk_
zXU7Qr0i4mPif>kb(jR~E9ElE&LjCjM=6rsbcHVW6R{)7|1C<J`<Dk)tMObPTwbADt
zK^dW^-@8-tK&O=>lVByKN5NMx{P=5D^X`n92Q--;0#-@fVi^`I&$Q##&p3()$7cYa
z@Q%bHu(qNLI;XWuSOM!r576z;^htd`Z2Nu~XtKF7-P=ZTQaDsA$Y;HmAK>y59IDi4
z!Aq%TkSbtdR&m@x`jK~ZjgZMw&Rl7+FTK*iUG*0JkdZ_ltk7u&W2$=W2@04LU4(5%
zugQoMEUi3ElYBaPser_!IXvF(I5}2s6Xj__!+p>Lmw(n3h@g|H^q-D9iC7J8Q|(&c
zIFx8sBlmIrfSpa1nrf<cC@9qC=$^@A-CDf*-7nA6q8TM(@;CVldbiByMeZwtZ2$=y
zyqZ7WtUF9XmbV*$;y(%Y7e(QM2vKJ5s7z3nztJ_4h&|Dmcat6}Ys{7teT@;R-nb0-
z41s8I9c@+hS5d+oB()J8&>FE?7GA%&xX2%!k)gq1w6k#~29MBTEG!ov*DOF-RV#~W
z<{DnaL7W$S68^wdxl$_KcO3rnUN!MI)H+^*RGi+~a^DT6+{3g2k&F*6w!wU`Z9jHI
z^6V|kjQ#V)iR8rXz_GNIt2Gf?xDVUE<#TqV9_RN8860Sw{OW$G7Y*orvre!(<{~Uu
z=*}%!JgJ~H$jXeKj^?YQMAhGWJfr<U@Ff2aV3CS?8{B{V(%?-va9GdbKw?3au@p-H
zQvbNsJ#WQStSIU9ECH<8qf3gyXV8(wALP;MaF+mHR6Cm_&zWe;Ek3%JF^%iAfVd9k
z)p``|$zvB(%QPx7G_dNEi$U0E<Ih2@Iq2<ed`oAm9$~Za^R!b=(a9p$y|6oKD6H%z
zmY6yeTw01tElw1zLX-~=^bb>ave)G((@8$!QM9)c$yuSy(X%)eq-(+OPbK$SA(Z<K
z8(5&pbk{YZK)^+A*gj!5e!k+$=6Jh3X-c@gLDS!Wg-hA{u9CCb7Ilc(V%CJ;0u14D
zskEwMwjp45%eb-tm6{L*ms6&PFQizQymyo{*~Inv_PNIao*_R3mx`X!hnfhR_G^3b
z>#ed@zGsMwC=bLBGd(VnP-Y+=TIh4>zF{#dWZK(J9Gv`wot&u@QCnD~LM-+mu)ArQ
zZF$lb=^Tr``vb8vj6V&b+JJ~Q^iv6QI^0<v@%P%i!sVS+C7zJ3!jVo>1&dh)f!UPq
z+r)35L<qc0P7X>8l5Mv1Imx|I6*5*<ak^y5{!&RvUGj5d?c91-D(dKeNMTM~++m(`
zJ@nd4^fp|YDq9xTw)c3UN6?ujQS#+YP{}8Ldn_NxAKJ*54zUf+boAD}n8yD=ldDCY
zHqM{Ro?T2?E3zH%{5RG}UOm)ACU+zAHK#efg*Hc}L=l$@mB$rf4X~M}Cs$jWjU{pR
zh65k@i2)Y-pwD0dKTh^%r};kOREuoq{c2T06JeDbIM}|5cAp??Y5p=ldx%1_sXt2k
zd248Am+9(Vtj2suh_-jj-uZI#&nP+UL8svAjKmH7!9-|rTLdzmVfmWdd}HYtGEwK#
zkC#_eXE@t1k9g~sC#L(f0RnO#y?B3Y^}ac8`!dize*9H2gI0nk&XPx336)7tC^-$Q
zN?)iujxx#L83KN*ojpB^X+~FJW6J73Mu6RiYtrQ1!HVQu`TT)k4l3ntKNNCnd6U0e
zz++{B?z&c-`+GHBj&6U@+Aj_U3PWq>N(-M}^R&(!mLOgJGWj4*aR~jy20_7;z);BM
zH=#VOV_H;A+*Q1}_xp4KUTzOXAFM1KQ`GRbks%@tU{F(ghH%{LqmtVQ$caj%Xe4ke
z^d}Z%pn!-WxaHoqt@%;J_|a`KBlW+1Y6af4%-esx!~U8vum4xrq7Z^>|6q9YoGm7z
zG3FI|XAnE+r#5NByvBv_Vn2VpgOlmYjN@`G`oqf==Q8Tcms}mpeZg%S^bSnAT^?|*
z?(u@P<HT_--QLm}-@eE<F7lhvFU~VFTN_5<1NvEQQ?IC>RYbXr4v#y7_ryFx3N#uO
z*W3{XybhW_LZIVNq(p7N**^ek3~arL;P|&+!nCJhND8mXyQ94Xc0(_X690)$7v+J<
zp#_iP3CZzFn3km-wr)E5T>eGag{S-ZFZ=l@70a{iL+HPTYYn1uDBc@gs(?9gi_(Gh
z3^n~oJV|E%0Bj#($E%bwnK80Bkqej@KlTFLy#efgpRBIM-kKZ@agh$an^I-AQ7Wxx
zGszbqYC826HbZ<PNxug;i0>hwV+R>As5Ce_A&&&kGMn3~@qtnZ7Sdj2(Ii!%C%0CK
zg<d#@dHgy3%8dcv5QLw%CEph6+g~3OhJ%B0im2>0D$rRn>w^O<7g9Ye@6j5NJOJ5^
zG4wox!8$mUxd$*fE7n5DUBazVSP{vZVMUr;RN~*08&HQ)oEEW5AS5iRus5b=3T<wR
zL6=`Gi6A429qDc7&W$g1SFwqNF9Dh3COZ8R9!Lg?z1(O#X+0Cwd&JlSp5KUu_ED51
zii(AR(!YW_5E=tvaNEy_tx-0cOc<CA%wmvZ&R!^crhmNHiz})Okzt35!?&FPz~SFl
z-7NbA8r_wLn|bwpw-t^|@K_>#G6*1m@R#1WE!m-1vEKKafyk|2Y6v8$q|5Vp^aB5T
zX_-gU;{#lwL6*ZXC;MZhZMa`PSv7&Rp6#Gb>RNa+1HUzmeXaFi?>J9Bf*VoX+4!3w
z=2O%LFR;Xda@GmG%OB~$_Dp$;UP5FyK0*}nvOGFLsW`alkM>tSwQ}#Pm=Yo8QR?6;
z@38wE-oyH6owq5PJm%_iV;Sn|f+ptjWr->5ZiiJgbov?AD6S0E@yWEzU}=B$e$iLo
zpdRD2)*gHJdt6H2l9HXz!(FLbvqc1j+Zi_TdDhRW45f*weiQ|YqG7-Re#yWB!cw=J
z-SVtBItyyv03QLR$YuWO*aY~t>LvQGeZyw!6TBlnixG=dW83M5in`e&MpvTNgWAG~
zM1_(3^GWKQahbe8T^%%qxm=(oZ27cqh4o{<T{fk@VxM)5E~e9x7U@eGVYr)mVJ}kn
zrjzTPd?~E+s4hj!!m$apHLvAcGmD``_aHwb{w_NxN0s|~1yqwR>`fo%AyHoBC615*
zcOGV+(}T?fo&MuWg+*nnJ1?bdWaML|u656f<;nF+prPeIKvRnr(y8L<+wUBXxxYXk
zGe)=VzMu`1K2dM$Ln|}G@l^*j8*TTUbLm5-NTMtCZNn?gw|SD(*(*Px&6>P-OPPC3
zdP(gb_3QT=e<p_XZ4BL0MFn2CP4XNMMrKw^0f*nEv7zNen0j`(zziZkO`}OS2^Jcs
zuqb74TmK$SV$f)Q0u})^!GanoW(psZOXfZh16GDtY|gfp<bI!*eH)-}^^3RJ=@eTM
zT-q4E6)Z9gt9<0JXP-TdRDDblBQdSNVZnMsR3%#Xlh<7<5vJkrjx@SVt@-e=6}N$e
zGJ0HN?Z{ivmj87sf=x`OUzl9Imuo7mojlvX!mD2wre;Cm_&6=6ZXgv56?H3BDn?*|
z4{-AW+C+cg8x4OFp`7OVQNN|G)=UT?i3Ldmw^v|N4vV~W{b@QtDh(y)F$-<e`JD8Z
zVrhly2AVvk6Dua7Y%0#AeCG-F?!f`Y?!1jH3nL+UXQEf)o4k*Xi=yf$`vWACQZ_qe
zHZ8@1=nc+vAaO<kkp3h=;VsUjheGI^ERWisR&^1sZS^Nk;A)yco78sfT@V6Ipwf2}
zxRt|?v8K8_Ptffqqv>r6vkhFdo#ZS3r6)+IsIq}V#cLu3i1CAW4WTr+NzZ_uo_KJd
z*=AB-0N}>ACg8~ZLdGwmLYLoy9rR~$L9FIS(W(;(!@Mbyb+b4gJVl6m+x|Uf)2CYf
zUC>j+6RQ55VznAN#~1Q?-;SQ&=fzxv*T6UC_{mEGWPuwLQMTO;Lo(JMk@2Mbs?pj8
zZJQ-8u@S%^-A6+MJKlM@LqF9&*Y>jxPcGwgEnP;$?c)zNAM)@zl(m?G*l1;Y6H9FC
zM2*MD@pky9;PeM<9qI-*_Za7!{MMab8OB;^u6`BbSNX`t_+Tg-ja~^{d`r}*<x)U<
zR%%3%gSo2sAZx?#yBvYMXEznc6wABS&|N`yA?K4Nmz$Juu9QQk$)&NJgcmAVx~>Dw
zZZl`{Pv%5UEJ60)lc8M@OFMVeH=vIbX?jxHsT79hkqul@agUT3^VhI$tEqnS-%hdV
zYxgs&^zSc(ItdHmrZIR6AG*wPKa9l{ZMN{8Rt0#Y-6|TKv<36W)2})<3yWG%%0a|C
z{sDZq{mAOPgyq7ISU@UeT9ktJd>huBkOGSW&w$h4^V3OiX^`A-EMbZoWAMF)vSegg
z5z0XKRiVOy4RSDphb6;9qJF!tHgVifu|C}T`<JZXRfE<Q4MT}6OI%fRyU<_7)(bU3
z12Do%&tYPK3Q?Dr8}mn3l~Xz6%J%a&^YjN|N>ARnkv0BH+BPxeCxoANE=yujs%szp
zYGa5U5=HC<9m)^F(2Xj4Y0^+efy28W0bF@(8N<~gBdVWb+`1fHR#s<V(RSc^=bwE3
zaV=>fti2?9%0DIs@X|U~*WW6*A;H89(L4dx$m+-nQmHpLp}`0++dc_K`F)iP>zYU<
zZBX7KX@Y39F1oML7u$VSkstR}wEMLF021jw<occ-m9B32K(u-YqoiO0Jb1(i9qww-
zj4&O&4u#kLzPLPZaG>Dra{tLCb02+azmS!dRU7rXsoO&ivpVOxE0(|>70ffBn<Q=h
z;>dR=AuYUbT4Q=DA4r)X+|76$J}!Vzci8pvign9y{132rn;WPVFBPdzgmB|~<7+Gf
zvJt)wRLpdAuIT#Vbz2SxBJ1cFRlY|*tHCi01XQ~4%EaA)d7c1x(u{mcTru8NyaYAT
z=3;#!+RfRG{ey&-d_xb?^}#vC0vr(3l9o6uZ@;{;f*WE`r2ToRx;CyS)59BsD9I<i
z5Z|F7v3Jji{O5}mDg$T&j$vXF()e|$y94ktm>~^Tw}WfY{UfJz>faqWRtZiPXu`=$
zW(@_oM2AZTc%LI{Fe7)p_!LO<1dVTqZo{s_4&fy>!ViyohuijEfBIPf5}+(Q;a%S_
zXLh#W43o_K+8h=XxA_SD5}dG0Md8S|Nb9i)MgE(5r)5kd9X#<9>B6o(y8FdItdO;2
zAGv`a%HX%{HK1e__7X_BE;RcH0W?3YhA~xu0A>*jNp_@AC*9Iynkw%TPxp8AoimwV
zK{kBJ?nlIFg{w>g1Y#3lQ!v=^VNrsyzFPRUId^i2=A8ACl5T*wv$Z;c8|P1AC6o7S
zt8uKuX*={W=M%yKr|!9^bf_eglb81?BP?dh#pz}m5Ch@gKtgsa=8yKQ;>h?;>K4Jv
zLBy|8H{F-(S5^FmQOpF8kI9t<%mDdJ<nI;gXp6Z{0;!V#G#%Xgp9ry}(M}As(z&bH
zaMn*f?PIDAp*(J>oORJ_nNP<VKNszV(bC1$=$>bs0E$GZiJp_6dY*oX6BFIB<ldx4
zNpYdcTWB-W+ZvGeJ_HcQd5HpY7Y^!l<!v^@69;50Y{+U|&c}~yebA<JTc8vc-k~!>
zASjPPOQbV-xbuWVV60hZazUGu)@M-&)VQ>wW(q95i{A_<uA`D&I-hC%ag--@UvT-8
z<s(e1hz?o`I;1*r-(bTh!28ajFx7FihON+Kq<L5vEOqkNsNUwx)t&3NuY@!atmsI)
zm-mDJ1=WBWsok3#`tX9vYBR~VBnh})Od&OboUNxfo10jHl)j_?@wI?}9*hTsk)+lM
z4~(L6;jraf!nbLiCqK(a7nzDzdc~$EVTV_~Cbz=<U<sfUkqE2cpbRF%)@DXt+eSEi
z5}@0mnio(}o&APDb)STAoV7<ol3nh+t{1^m8>Dwm((N=fF-FnmwParn;9#GOn#6@)
zo`{#Y2##S&>pdFWoU*Bf+XKl9`JPCZ(L$ECSMwT_H_WPNXpG5%YH}h`zsB?M)t62%
zj`iwdCJ<|6go6<30Efr+%EqacY269nDjAKAq_+fY=r|gMdZVZ=HAtV)HRf3u3Y9W!
z(mR5|X!2l%PYjk6V-^V02`l%g*z_2wEG$Adu84|R5zI7HQvhu|xvx@MhlC)6GYTyW
zKA$~AX)1AC;l|xvqTY5tEkb4<2J<W(E)FgwT#GDjaMnGuL}Zi;9WQ?^pJMP_rQM>&
zEpq~mAGr2Jv2<=ue$sFtA^Q_?aUXN%*DdADdcSieOm>&vR@*P;#R)l<5@sPx0hB!9
zpHv4cOEnkDS<L$7(Hp_wX&o!YH<GAs4&U%WiT5j*(Vc7pe=RwDs%M;x0!$Y@__zkP
zk|MPhOg`|iSXNh>oRN(w$X$T=-06A^2eXobQ_-gj_q8Vn#kM<bf3^nPG{5)vIe8k?
z0mO^bh9iqw@S$GKJ;|zB?JX*5PUkreRJrbS_Jm5x;W*tx+@c9E&}q}l&fcEb?aKa4
zK-LR`5)9k}rSP)JG39B~17v94*nVhj#^1XCzmZ;B|8Jz%jE|xN{eStKd)NZWob3O@
z?<~kBigf-T$4yAorELrKp_o;RSe!?X*eh+gT;1nCbav~8wRs%X0N@lXb#u}+rerX>
zI6U^)y!!I&ObuDPxI5U#Pc+MuyDDuQ{Re*>XBC!$KXC)mjpMgrA_O=sqxi?o8-MTe
zIxq}irz-q-rYuM<(tI$-gg>+W+{52!=zO&*;VAlzq?w4BPW<}pc-WyTUU!8rPj!0M
ziY5>ukhC8TZynKH7H)Z<d&4MxNh4s4EpOZwesesG@jDca$`Dwd+%=tr<JaZhj*uR+
z-fj5C&-)y{+=mS2IT66Lr14||74ox6K})XlyT5)JMbN}Z6WeE;+r|Yo6R!M3UV3Ui
zZ|A|!`%V)GLUeodH7aiD*h{(hc`Gvqg;8TZURYdqe230-{=IrgA1%u-uT0NyyJA$;
ztp$&z!jEo4jU}M-o@_!3I|epnteIr212(WRPvW$midX&WRS>h&8OOwSu?H1-FX464
z>W(@=*r<t1aH+4<83wSp@N>07DKi8{=WjX=ns*ArNuJd2;IT2M2~n>4v}vPNbZ<eI
z4N??$Qjj#q3W!YAPa+?nbshf)Fc~G2PZ}g0H)VenJr04T8)BMj*DF+5m7-%|RF*YI
znsxr^$Z$<XP9De9S!VM*U1N{5pjK2>))XKlC@!W|2ZyF2DkoAP<|ibhybTm@e{(r-
zDQ2Zf5S}IhW=f3*XgpZUqub>(C^e<9ZfE;rF0ILtl<f#BlLS|;L}nzJhZL(OLVzjE
zqfm8bS|)fPgp0o`X4giXwI??nH{yY6nod>A)SF??TrFPGi#!Y4)+&ozrYsTeCzUCd
z&l-0SbR2?=D1kM^>0SAwXsIY?mV*TFH@A3<0O`Ej5I&=dVjvpMj<!^;g^)D?SOX%x
zz@(HSfUc{-jzPqO^sA5PNCJO;O*QzN%npjnz?_!wAqzrd`G#HLx8@L_jQ@B+I~}tE
z1CB|*tik%FsV%~;WfCCB-gJ4fv3>g;bfKk2kzr2}nq2thKb!52wJ3P|8@r<an=bo@
z!E(SLF)FNvj-sC2<)$v!QrkhMhAY>|cKFY@a@J>)4K8T>9m2>=9q)WvOc9M0b$mb=
zElT)zh`<+ui9B{{PXG5v16M!fA;0Cq#gh3!*uhF~<x!c>FP=P$g9*xwzfphL-{2e!
zrThZ-o#oKroJY*8gwy@8oPE%feUO3&b#9}e(*PIQjy+x6$h|J8Ii}%W$^T(z;G;7F
zkewinZ<Kh4y0$wRboGN1giBDz@n(+*EBo~P^7wZIr<9OrkKs51N5-Ak^UfE6@Z;)P
zc6L1ZFBdPqB&Il0>i~eZ^Z;^3`sLNnLt(Z=5RXsSPXNRi8>%1W>bhO@=y6Z#(t#WW
z-1x3H{6fcvd|>x5qW;YboZuqZtWV3B<@1XByd%zN@oNlA|7z3QZ4sP~hu*#k4=|dh
zcjFyANQkcGU;W{<c*g{lAR=D9`FjDvTs4Bj;A?lT-HTD!>@%I#hlRi?+s?GE^O-y@
z{0EU&XSi(tI#6^0iX;ZT<kDnjLM{&u=->(x>|jD|>R8GV*_;_?Q7T+orrg7eXIBWP
z7Gaz5-TkB!g-pPbj#9le$tUSUvUcOzRivh_Cg{7+LVaft`iQW1iBv0yKNYY%z46(Z
zr!>#QPijaT{YUKKS;wCDUiI6_YYU}!nT;(>ok{t>kpM`#E9W@DRvv8oxPOcX?+jW|
z^76Dp*oi4l`){dqygzEZX&@aC8D8;I#Q-Hj7HQiK{szYPAwu$y_fRP*rx&kZ*nTKl
zyE<6riRq!08bJ|ox97dB9TTD~RC$}$U#O!AjR&MM#=m+${rFoM3F#0#{Vm{jWD*k4
z)CAuGBCtdDjpxiNP38bjK1=Qm%g;9(7`sPNIo#8?41$Z^s|>oSL)n}{YpX*q?$O2L
z;GD-3QB~3_>p&ntk#p~x)79c^Vg~KsYYS?|`@udDr#s8c!4?xWv3>#T2P6!QLQL!3
zvXs`CN3&Sfj<$uK?_4mDg`hj^w;(*{Q?5m%N+SYAcDJa>`|kK0UgP^4`H1{im-VP4
zt^(kvkFWsTWWJpf7qHy*jX!-N*TCf$9@yH5+_i2%>lg=sO=lELMQV9lNPGCxQxavA
zVtb3zxLKzWDK7Y!_qZ_f5XVQvg?<w!l9rX)_3Gx){fD0Cds&Ochl9&`X=yz8@B@w{
z?3F$jhIw=2Mu$%X;4hXJqR~XPTsa~Y+!m6!L^88a_5~c)&6mZ&1If7O*j*2%N2*(b
z713xm>*%lVwQsC2ba%zs1sZ&Pt*y-7Y{fd$pdqpWg{s{zq!XpytjC_Y!{N!4mbrJ>
z%-EJrn0|&5H<8GRj>bRKra*Db^P8LdDC10k#C{5R&Z#(n4DGvAZV<eoF#-`>_zWSU
z@P6vp)cEMpq*wC@7qpET0TWjnx?yb{g*|8{h$@BWoo%&gQTQ~m=Qx3^tWX8U*#-HJ
zXH&_|%+-<#ifvj%7Z-7zVvX0QGGQ-;-81PH)X~2xzqR0+yF>YrqRf=RuD0ce>ikY^
zcs1%Qj5Fo08GRMpFpbHR{>x}FAafFnS|Z^^Cjr9SD&~KHB^%72-16)O-3+VUv-{@_
zpH{L+pQv7nnD6`C38jL#d?deMdCT?x&X|{8!|<Sy`}-r48QxY?Ie72q;B`b(T%!(V
z`5vj0`YyF$yF1U9QfQ9a#F<2&P~@evVeO@&;fs-ImyI1gLDSgG7wWJLQ(d0H`TmY!
zl27?w0;fzT`|IWk=j+S&KiAj=9TwGH14_c9OGCslbJB~C{0;iPIVSB9YD_7FV<;?W
zprp5>&<(;DDb%O}EOY?pY*fAL`MjaGY+3++7Q$`JfTtyyQ|`MkXH;BgY^-QKtYN3`
z9hw^M3z}90poRI#WQ~xC^c19Zb)@wL&fo74bt6@_L)yG;C)c}nW*-!FQkXO=LaRsS
zYr>q%w31e|AKjUA#-qKl1mbK1Y%?z~<!Pb_Z`S#Ei%2y?YRfcG8>RwbA683hZEGp!
zMC)n#;w6jgf%z+xj;=M$j=HjL8AF)z;DCBKul0DvRh?eM3~6Vl%yw<qJNS7t%nepi
z7{xk}#2J~n5`E$9D)!$3Q92IFbRJ0THzFcLhmSh>3&MKBxQjCt5(Ri1&%2A{_uK|S
z;OZ^vT*sX6a!AEce}&k=55rln_BXB+{TXH@^s=jCLoX}uo$gC*H$`?;gr62q8O;v}
zQuRAtvcJAhSwa=%=*0Aapxn$|Hk9fv=!k6L207L#_Q)PmxEL5oCNL4FmjV!s(2bsd
zkSyuk?KL;LC_w0c^yYdywm--bXggp={{t{C`|`hRJ2X<bwsu^#=~x!lXtYcxRwy7a
zGlLT2tCACJ{q#8JME!hQy8AaKMStnj%f7>_CB6+A(6(3R!?+wKhA`M`6su-dHU;k{
z+bW2a)^l{T+q+mz9um5x@EnyHw=6`~)GAxfiU+FSJLZFOW{w|*SU4Ztftm~^lq`@A
z<t8HHrq)cpEIIJ<^ulTFn7t3t+7kcc6OXmgJB$S`63er8;M{n0c|XPYLS@5rnO2Ba
zcZ#l~J72?;Gpe4oT{g~AA8h$a4rfw}9B*no`6wa^{!=cpdQ*|zij>rv_PXk$p?m}6
zu8M?tOFxM|NesPYKPmPeY?Ew|NIxn>C&^OB8QriL{`C_H(om8Vy$dm6N^N4WrL)Vp
zs${YStHYq0>X5@bWW1G?$JXbZhpV`=Pp470^zgQy(p$%WfH(Z9P|h_=YyxL0qFoBn
zNQH)J(xFdGgeuYx`6{*jHi3TUQAVze3{iN=X44ARmlR@HwMDPOuXEJq=hmARqJmj{
zYhOaiB3X(jtF~)d2TC+3P{S`e%#hR|f@Z}mxvkk1+znXV`H`8Vdo&pfaFXumo4POB
z<JTp>6c2Y+9QG3ItW^py)5u9vmrAa%x+4t!3M!+ZYW2a^7-`cG6?fw%nQZ0kL9Wd&
z&LhmsnY~V?ZpcpeJe!wODo5&TKj(e@=BPIW%iLgbuFh)RXWlW1%Z_sbT4@bcP~KOx
zywnvxcE{yAC|sO8NbQ!EGpP|soYYQ4qYYVKUtPN#Id*DhlQm2Jt+hpj{H)#aLjMPR
zAW>}jT_()AjZJ1IRKhugb~uf0-3wmX)t><#Yl{<u6&Y6BFNDy_5Qq^h;m;3fOYW__
z>W{=#^=Yeq$zz)4o?tzAS1TkcZn6tg@%ih`+c0umUNQ|)NPJ5!RXQlrd`BG-Ys;(N
z)lGIo%`Mtco<|Q8Gx%V+@E!s7xxD~LUwyudS#7D1Bi%@9A+JXF&=^B@XIwM!hidV+
zHV58<aS~Mh>Bu}d1fn_MDzOwspA>enq&bUH{N3>5+6c$zZL1x^_pa6&C1WVie*j<!
ze*RkFE&Y?A4YC=|n~`9+0gIse>4UaBJ=dbIXYFHQWx+6W2wX>7@rl6fT_-Ozv;t~y
z^D~M(tt&+|>pMjGndAC;`SEm4+v1&Qq>GJJ8H?@!|C>Q<Xmb{R0|xGPkHgme4f_W+
z?#Kj&mN09u0y+kbfy-C}1dtfN$BXP>b&H>jFBlPEOI0^Mn^5~RFJXdbWU0Yoo|x?z
zR!CZeH_K)osGn4%|F>;y(p5m)<rfb#N<>TUs?}ELb*!9JK$)QCath0cr1sy|)3P|a
zmERJh(Q)6O>+*!GYTLU}2k6`eRm$a@LHKNvN9}xmZQcI%ly#6WFfbhiqItvGM}yk2
zcU)}&HEyght1K*WIW$v%XpA)_gA33Vff^<8tnYDtFX_K`8)?S1(YV@E>TCaOrJfj>
zEy1yYH7L(8WkCR-Tc3joSo`mwB^7MZF*0qBq}tSa{Mq+i^HYq2BeTV~Rd5QUK$^2M
zGZ04{mi$&MLJRI!p5L7VrGo2f&U;d4-=(*dPwBjaj<K+?7ZyTX9A5tcXp6zF;wYo?
z>oZrzq~Y9Rzwmv2qvg2Ak_HT>gm6|P{Nal$BDuDiWd+J(iP*sY40FC-eb2~=p(s(+
z%J3IJXzw`mz1?(xgj@t4l`!~vB{!ad^=UzW*K2;g%vyw#-RFf$RTb_6e;J0?H5Mf1
zqucF)vd*?R*C+B&W6gt{B(j?|Ok~uPF*D5K<Hb?p#BfYyV+RME6ubnil`5Da0Dz?U
zYVY&cCOP^9B?1da|2w|H>rL%819vms6Cw1{5=rxk<P2*p5)gn~%V<(c?<(d91i}OC
zwapCVb{Sv&=FyWl)^dzkyiAYKBBJv0E33_Q4o?zTI=h%2i5~6<;PC@xxbzC@^>0vr
zZpdL~UxbaQ!j9+&*tcxwjUT<Nrjl6hV0ksomqLSK*!F43ILFG9n7<JahZ5+tLSJ`_
ztk21=V@_EBDCunpLQ9@{*+%l{C@FCJ)~ex5&e}2Mz=`WpTZ@?E4^x?5zfn(W@?CcN
zT8(^=adT1(_-#iE&^pB8U3djz7{)-!RCzoj3^tRXNXvs)(FCCT;Cz2VHP!!V#GXQn
z8Y!@U-rY`?hgd5IO9VqX=BTA=!PR=+R60#y8XJ*OCJR@xo25lqlq^O`#;eYjS*>_P
zqeAVB=0kPqnCqHykT_4D6J6~T^Seg*1)eb52AVTB{By%b)sxL9jh9ASrX%0X3)R24
z0A<}F!xna7165onvkG*=t6w}A+14yv4)1hX{xBNPn_Z+5#@0r*nkDZ<<d<rUXBhf*
z_xIErF2|w6aktBvl`4{fml|hizlHHLN-$)IStR#jPb2adzFLGzT}l36`&>Od5f+kQ
zC?z#;Wj<40QrXXCo}uZsIUm+EW8ovv?@5I}(Ef%PUV<lvyS?BkiW<88*M+IPoHJWg
z!Axxysy>>=t}OCFI2m3N&;2vQN*rAQO1~AS)DwC(cyc$_%2;^9#@5wBa`3Tcg{>^C
zb}A~A>-(ME8m%8SL35S**U(RON1PI;grurg#_Km-Wkz0LUowr>IJ+v1zK^bY(A2Sh
zkupjRAf{i6p-TzHI|`ca95KCcHfQARBg9XmarLm1;9G)Q#jF75Lgs@fiQ6vKF!(=o
zvnYL8yt#49hvvkJ2HbmaKxGWn(*qjG0<Sjtq#pY+k6%|@H&l7JKUP-sBoc5j$Nba3
zKBb0fJdmw`hVv(Z$*o`vmaCv0uK_1_KXe+6RHB1u$$y>P5N&;XNwSg!*ch0c9|GJm
z7&^gh|B3KLFfDGfcG=^udHws!QcUMcO;gM&xx$YylZKQp6U?Z@O}JsDKUeteK5*Z8
zRr8W2|AFGr<?sgX9iFXtQf4#_PcQQ;@s2MyOSm!{uack97Wq}JKY?w20c>qFyw~n}
z6OHN71}gU^>1^avf#MAxarA+wP89bBYr}03Ra2}X6K74@OP>$E?6dFx*3&+{rqloK
z5?sKV45UB>F`Ru(wfaLPl>OO09EsD|=>zfo;jiY{jF2yNwdnT6@HTJNy#7z<^~W)F
zE!s9*`5&g550F1INO1W*Pj_4221SFp;bFCemaX>gE{?kgwX-{ZoP!d1oMGb%0k$F&
zJct6=EphTskSZvHGKLzuIhRxa^nmL*NHi^u##z}@Clkm{Nt5JV?_3vUTeCFM;9-b{
z!YhnB9<-%slv@UmOyMe4D;{U_U*yV1?-tLx7Er!t|1oqt_qI@`iSoQou0xdZu>Xh)
zKqOCtsE9o(DsIq4sr0$Vs3v(5LT~KUH$&Uf?L2UxS)rm)MLe-Lmf83BRqbd=iF1wA
zeDEqt=6>?a!Mmzom1c*%XmbyTs3WOC31#@`V6ZqMo73u3RFB-kA*O+Me0*7V*mnCj
zk2Ahlrie-wXk@qo^q|-C>!zcR(xgdbtc<3CNeQH=tTap1UHTzVsRR1EL{a}2vl1e>
zfJJw4G8n9=hQLDaY3#tKt#5{g_%!GbSV&Y3wUmh0#{MYA<WH||B&s!|@`jlE10*$!
zwJ5n7+>2c$8Y_YA^2L<u&6E90w{P}K;yp`^>yfo*&`K*k7;Rexsig8vsc{~&LQ<s3
zHHg8eu<tj3P)*Q6rwL<kyflT^8LGC8+ZuLi*ZYzQ4_tIVq0^!q^6|P!_h24UXCTWZ
z-wv+T7?YPyCbf^+`8%JS5&<oxOH7~8_?{7^tsnFZb50|@{M5|OIMhB6<9s3)!JkH1
zm0=jUOOhjb#8O!{2_LR56A55iZtIHTQUeh-LGb+iL>hxGUS5R=-YbswOOGDr3e~Dw
zRg(v%fhvC3vI;}0m>pohtFTF8v(JbM73SLJ%%94SL6=1JE{^FmuDF_a+T0+oeq&PQ
zC+**(o!-rXtw{-1ki+62qH#WfLRP>gyVH$j=F`X9juEO=&pWc)lv84oiV@E$s>;(!
zo6_=Iw<|o|G~9y3y|)W*xh2h@qf)_&D&`fgn%pL@DO>I?mGyRP5`n+MW^eNWs8%2l
zN8c~sFUGLn7G$xDl}bg0`?Rd5_sJ^_2kmUske4K9&=1=%b4Bg3PoWITl)9Acg%J>7
zB`_W+-EjyJ<Yqw02LiGDg6t+m$&n;uG0`Pc$uUEV6mdfbews3?6-Y)&G0&AK=YL2(
ztcS-xh+|tdK8#R2wj7D!>zr3<6|F;SbYt0l<rZi<&b=dCvkwdgH$5|Uy!`=~{-UX`
zpQ1Bt$sVY3yA4bcFug-fUCZ<^Z&piJeuI?^4dj^iv;tQOR8VEF$?Z1z$B@ax7svG4
zs)X?Onk`C{yr{*vjt`M_&}gX1y~qcOsHomkA!2ZYoO@=rFY257kny15-#^~5zgaf{
zrd>JmyAh%;a=ZL=KEFKTDVHZ+c${N{(}7KL2(V0=i2t^D3<cuc-rNM1UdJk*HQX&j
z(ONaJyL*^I=}wHYep_sQi;aZCbWAs4;_%iS5S&Z=go~O;hvp>5pH5SZ=fVSfpTfwz
zF9Jv9>aP%B^FtUPXya&|Xa24^787F1bBi2sVCG@|P951S#<wf}Yuwe5cQDQ}vW}wH
zx+8tLhy3LGA6BOt7UT2ylmI6n&4>Y)kdLN64<BTVhiH|~t<;chQFPe&o^u4uGsbzQ
zZ~wzm>adwg`Qp~;7dR)Ne>CxZrKBmM-#m}A>pKhIs`?L$N%xil|5%Lx8UH^Tak&G;
z#Hpi;Kb1i-y3cuKi)cycI_^}dH~SYifE?AjXj7&mC44pWAO}DFZ8Z=)`}NcBmA<!q
zc=GE%Ud7PV)GX?;HYaZOs`}oFtfy0^Q@eLLA~v49b~s*M!0)|KuRtfUFa(tu3PJub
zfHz3>{b@IIo5DI=Em*z|Zd#o$F)n5K#UyTv!mqSwY3*O}R~u{XJ!eP9-a~5SFk?MM
z@P_FGhhso=O6Ja5wEHdlYI)K28IywL7_tTvlgC`7xhAcgln4r_T>nlhk>b0?kXm0u
zEa71N+PpdPqB@9rV?NM=mi3%htzEu-GKHBPvnhN|eL9QI#9}PHLLG092V7oYlx2f`
zWAQ4NXY_2&t)mpJ?U8tbqEt+^Kq=-Ky{wUHq#&-2Q~|z}%0eb3L)uO_;#c?q&jw7n
zQN<JL^oOZh8(73^XlLE<u{mh*3h6|vKxcMdNZLwcx2t+NS^Yk395N^*2zY5g_rS{=
zh4Rei0`7z*m~5u?Tl{rcChdYkHj(Zs#n8sWR=D}Cpw;xggow7k*VL%Us@*BxASX_Q
zo<F;2@TgMzPlEHH`?bD1EyIW*@8;pvWhhpWEb7=lfT)`Eo;x1A8ldy*+RDya9e#Gl
z&mc#de}FvgaSAL;#<bP}_OC1qeRyben-j%KI&kvue@Mwx4~x$Gn@B05Gc@FSAw*F_
zv1ulWH6JoGI1(2~M-ztZ8WD(=`mul7%kN|RC>)XdZF~J<6!Ebz5Zzwb?QXy*q_NF~
z)swb_>_eB=^R_ui=#(&!n|I4%Eg;7?8(&&NUdXm9mjMkGE1X_MJsB~=oT8hveKedI
z)lp<;P&pDL0hB;J#wQtN<4wek!+Lt2)fC4s$|Jfdz0^<pE#TOr?pJq#jTK1#pnZLO
zb|E7f;PHEd{QfnR>7#5K-XA*506wDIn~Bv*R!_QPn8f@*ZcvhqE;AvWu(-&4fs723
zzJQ<pW))?A5`*1CcnXVdsgiCWG&t~g)`x)hhCe8ST)<BvRw=B^in{&^z{C=!9020)
zoM4X;9H%R%X1dB+?GI7nXXONUmZtHXq!#}GCz9_)dM7{Ea*7N@PN?MG?4XigyfO1e
z%~09yCQAv0C@U+z!_!5liSHi7ThB!EP$Py05!2|@Gz~jv>Qg1F=1ye0dT`_JWOn**
z`MaQkDl(_6CWjgn^r^x%XG{urWJE18)Og|{?WsJ1X->1V?X|S(k-wCxDs-TWrIIKK
zEPC0EC5+O=h=S!|p!7j9eX~h#o>BMsD23^RH)y0wx`JTSoewSiIVQ(8i<(>xc>WJy
zMdapYq(X5=0+-*3PTP?_MXnXCsrTMJx?;V2L%ZC+GBOsNMxzVeb~g%{>gAD%OoaOy
zDC!nD5SU37g5rzu67PCwC{E7<E6-Vxk+(d#r8xVYwn#HVC=x6{d<-DoP&7`UX28}s
zc)UKFKgsF$>==i4*s-6JT+q%xfc;L-&b$Al1%@me{xxmN8x*4cZ(5+RGvBM7kHml9
zaQ_(o|KljXG*5}$<~7SMuC9I_5wgdUkp4hs-Rb%0SqWf&vWIuMH**E?=q1~;W1kV*
z|9!Z>V}>uB4F&L$ai{-j7JBQiA_2EBygd^tIyqXK1%4p%e!RKxhc~l1Y<ze34`el}
z{RxQZ&Zp?=xK@%!c!3?xIOJdLdH!HRltSvd*_0}at)>m^>(GPM@l+F1aAaqx_@F#%
z^dSRUw&0(9Gx+?nc4{u52wd^nYdzn_k{=gHl#MI<zS`M~A&*<f0IpudE;1+_bGfC#
zO$);G$*)w5Dbnwd4;b7GBZQ6^#EBTrh;Q{A<B`MzXgb=z(SC9Ax|-v*wzkxo238bL
zm8ZkA=2Er33ed6w`9Sq+D*~yMeeSOEns$S8it0>YfO4j|pk906w`Rz^qAofTclBZ-
zGLq-w%4Y_&B)(|>#b**l6L!NS+ws2XE;0V~k4~?Q;oKF6S`o4@%@?3?bY7ov1V!R@
zakbeX>zO3g0c~Or7qD_J5F_n9S>*p>>a3#LY8!4F9Ey8!X^<c(?(PKF0tJe@dvSMn
zC{{c;#VPJqDDDoWxV!Y^{l<TBF7_1{i~$*Y?>uX*IfD!I&Bf_BBAa^T>JZOKZED!`
z)S+%1p^aEOT3qmj-(p9_Fp{Zi3VWpF`LXehuQ_VlQTFlV>oG6#NdK6o4t>TD4J`-B
z<wh&x&xE$mh`K6o@qdk`kp;DZBR+_+c%(e!!}sAX8z)b*8?hoAaBwKdqqJ)YOLhnB
z$oM!G-TFDu=^Fk6c)?5-)UD#$nt-n~EO{#Ht9@*o%=u$v#cyg1iFKE|C#r^If`M3%
zxm*V)v$Sp6ABNsf(&RxH-a#z+&1VG&#MfOR(c^zdK_u?T=Y!F6km%IHqV_1dP4%br
z4JL{;!31FwdEgfd=Y{(x=>m*U#tibUI1AS#eA)w6fbj2v5Ge9<?iS*SO2i?qk55D`
zU!ok(?J+F2j2u@r&0u-kk~qaeADHDyb|6+QV9*HRNv)gWfTX&P5}A`g_`}A2z(mmR
zSeu8f0*e2Zs;7o<2Sew?C$jnuEwDH2LWw;+JlN;m2ve+VpvQEeQaL>fx*Q~S#Nr#+
z)02$2GYWToE?k>ViT;QBbIN|H5p_xu1OxU%Y<GzP&|s{w*ScW8&WNp%;M+6Hgp-eH
zs%t{#BRKSAF1b+=cDz;sdsBh=L&u1*-md^s<2vu-EeDqbpf+8vAUX~kRQw)5=o}|u
z8(iog^ff|@&fSQ8n(*cT1K$sf)PXXUNMd@s0e1SbOTG_`!QfPp8WDd7+Cc<c?@fbO
zYrOgu;Z2hL17`=Dpr~1^dPw-xwpTmXruzBuv=`&?`QrMC0vdz8P?wWA7==Uj=NC5-
zRN8Vmg@(->z5jy)2BNS&^&qT}rZ!D>@=Iqgw~cT5cFk#y+pqT^d^@boZzoOc7h|DX
z?@+|``_uS7>iA0&>?tPcE8Vc=D{uirs^Z2byE4K`0|5D;3R=d(0pb?0_vXe1u8A0y
z$Ib6B3i(De1~<5@y2W!L{%2er#t75OW3LwL*+&_E!zv-{Lp1#bV(_pZ%Ac>8UAXbe
zrCzrE37+id(uvSO6wmAX6xZ#Ag;=fm&^HQ?Zf&63hhkHuoV$a%+jGHFtA4$>sVU>*
z{v2^mmtwTby7Q!b;A6@{wU(``!{;H6g*(rB*Bi?0OC(s=h2~e>%~j-xHw<tm#~e6a
z-kgQj+%~WoUZ7JUJ(JNk`<PHR2Bc{+ed&GKcn_PczC#a{v>#5r`0JuMlGpW6$w*%C
z;QJCGDy&C_?waox*5=cJ-93alqxkDIX>58?*sGwpuJh5=Wv_c!sU@smvp^g{qwJHd
z&-dhFsPs~v$HB4M<P?(84&u)qGdEGP3n2(ZUH*52&!)<hA5HGJ<@kOHIon6kpT&0j
zGb!aOr;c+Eo8_@VG75Ub9#pA>=uw<rO=S^bFP-CROqmm^01D4H!;TLDN{}o`vFC3h
zfpOhRyY$ku=JmGuUR`+%>m<QCOQH#-G2zdH1$iV7__WJRRZijbLwB=9EiwAf+fbRk
zuhs_`rXvIObeRLkk6;EdF@P`1R5oL*Igk*~gMPy~RnmdVKlcNLUOxVH^ctShL;|N1
zUuJ9@HlBKnm6#>w;iIpImtnoR|A%9%a%^K1Jmt>CDVQe2leSeoD}s$`zB}_WJRu-f
zizXs&I|z6~zB4$3eDbS!m{tD%>K8!)zyB9LZ&>!HQ=w6JyNeC0MtWg#W7c&!h{Ew)
zw=>gyEC~z`1-f5G!3B~Rn)Ja<9ou}pAoaoyW`y}T3*B$WP-)S(22>K3qD!bBuETI-
z3aN0!1O{|p61oqlY=GieBYFCrU(X2{n_}`kU=AkD`u=<ux?V(FxB*Y6|311#FMoDd
z%bf0LX-0@<hYv5p*afM|x?r&+?JxSh$dta1Bkn@e2DE3oL0GQ=ti~fCM4k}i$`^jo
zR1o}`bmQveCPL?qW*Ak^*-rnky`$?*j1}v)Fa!(}3`B!kKS$U&zY9a)`1)Kz5DuKG
z{Kg8AKxfDMjR#H9guuQlkq=V83=PxQl;ICBDAQ=zFdZ@cQvIPgI!nkd9rPQj;(48*
z^lY`0aJa#wO-$z~+5b07CKdj#f$yM2bq@FoNU_~%KRb8!A@*wusj{L(;RG6_k>(o6
zSa&I4(1<&{=>I(Oo5~LDii7_G-8+nJAp+Oc=OU>ct}bh8q_*NqgXCSr&ZY&{hm4b{
z6?)JowUaNA%(EO)%M}KYR)+V`%z}zBvk6W@X87uFyiJ2pv(PB~MCQF>%W7%a+w*>}
zNy4F4WU_$=Om|AUaFf&@l^|xuBU}yIQpM>k&b^6r2tim(adB#O19fU@=F8t;SKTJ!
znayu_mv{Gf25&Q<jR9x!k4u)#<m#nm%XbXg(O}#i$P=vYauIsCFP|1VPgrV_608DM
zmx@Zrz|x#aBT$P-x?J2w`^#p(!q>HSCyGYqk)mYZ)WE1gbzhCld%Vkbvx2yL*ogAU
z2ytg={Vt)n5tbm^-nhaDR|4_<tK4OPE0Ul=;n^GB4EPm7{eX)zdQfXm;STBUQRHpF
ze5X*Bh89OQRCu(rms@x_S$$GFc?^u|l4Rl9+4_f$_9sHERCF-?sJ7u)31DAOQ%+o!
zW#B%sGAN5Kieh)HF8}8xJ-%$*wrh!|JTx`x@Ee_+CN#P9KQ4_qoo-@5DI_N(O%Z`_
zU&HB8r<okaqTA2fQGM=|V`YcQ(hy_J5s@*@HpA9M^M`S7Y(ll{8u?~xm3~txorY%s
zjDnXqxJjBNo~Y)t<FKsp#Qb;>XnJ}>dPwSLC6S2<`j2M0=$JH8zCUr^%&ZJ^rfEmp
z=r(Z@CDG>@evQ#J!b_wWU5`OAy0hAnE2!wRfwe)I@RmX+B~uB38N$=14+=Qg3^M{#
zF))^tP8t4o-UM5Y1jM;waQvG{5;Idi#}^-J7!eZC-v}r1C=r|mjCxPJ%Os85c9S{$
zsamc2qdkitz#UTafqME@o(+y;2VBM693xvrEj*x6x=1ne6i>|^Y$wkz&XY+Be%oe(
zKFqr?<8Y!C{1T(<Q`J-tq~ICJMfDwMtMB%ZE7cQ|!?pl^N$LKGood5J6{3s~uKwK$
zlm{HgcP&OjBIwc{H#!3VtXRn(W>SGfN+V9aXRCfFt&THy@giyZlHX)7=_!WD*5DB*
z)||ThCj&6Ud_awJIQM`9OtYX5A2Ybi@QCa7OD0!sk1jKq#MRDqlTpp;&+7M9@Ye2P
zFF!C7p_Bu@Qsu^4LQ)IW3l;uO@aqoV`oS%h6veq4$@mSemG&4|+J2yR;NQ&0?#}Mb
zORY&Zi!BH%D1jZf4c^wvUGU6I!(PN2KP`U?6z;eHv-S!Fgv2UfRDR?65nK}|6GPNf
zuRLbYRrLw2M%G(eO9(nECN-y0oR{`1O@r1gs{yCh32bPV+6E-HXpyma44IOf(VA9J
z|CGb8Z6vlv6oBqNeO~P1gKodujP<+!lr<w}z{t53a&!6KSDUEl?_!bOw;*$f)_cjr
zR@_G=S_h0^@%iDcx`!8GeK1E1I|0+IyFjW<qsX_VZKN7lh95*q0h`op@19oP5$|^Y
zAjVf!%2yMN^~-byN${B_?5X*U;yL51@RSyX^ChQoGU0~r&duyieuEVMGN9y@WO6s8
zY!FDnFYNEY=TUWer}_Tdq0gzQpYJf^D?%sqnQUv*#+PP*9CJvA5Sh2%>lI^^FAVtu
z9q0a>h}M`UG+LrmZC)-rRHdl8RGq23g08SI&E<dwoocjpb?VOZ^3$>pZtjpTb*w_P
zU&;<=`X_zsQl&vJiE1-~X;WH5XSJ}&cc0driwhwV(>&>2N<woQnkJ&9Z$aItr}?Yd
zIwE6tKk*fiV4lmlZT4DQMq@$oc9hDv9>(qFEXR4M7_!=+Cft(hN*XdrKG<9A#yV>0
zV|CM=Fz>?B!1+SKjE(m4j?B$OSIv787ATe<eez0iQz7(GQdb;o3I!7%)H%Z2Kgm+%
z(wmjw)O~(dIh#EoKQk*OnhP>*{cv2HyS~BQaQM5<fcl86_L}_mGNFq8!sV<v{qAAH
zsw2@%Fau4`oy^Y9WrodS%=2>Zjs7X5Rt0r)Zk9<s2AJArE4sh^BvWB(-FfoW{dST8
zbj<3TWX&LlNKF3f<+|R~XmteDXa0Gy_}C&^bX8KahC=K-XV4T&GLyUJ^(Om$>9j?a
z(|P126^GBKP4C5if31DyN0@rX%9sN2dEiOGb41sxOty?rdm2PtJB&$l4hDITmJ=k7
zch-UsoN)W_cK6qIdk9%HV7vpC%v48q3(L~#ZKj&r{y@HeIQr`2(%hOeBiMDGW7XD$
za4OM)HkQ4@WTyrKnX52K4Jq5=g_+Yn?IQ(ZnWjzN9k8RSGqSw{;b-pWw9V2Z;ybyR
z%dzwZ33D}meR5~jEc6MtS{nCkTNd^XU}-m`+9AEV$>jMUL<S#i9V#fg0|Ml~zI$p^
z$R76B6z3;X){SxDy(a`D+9|Grb-@Y)9bX50AteFwpC&XT&Su7h)A(ps@2$+rgZDsU
zNsUfvigcr_ZNOK1^4N<n#KnLP1Y9}4Ps~hT*OK9-Vf2<pz5F2d>>u-kTrPcC>YE&=
z<t+UQI_Kk`QAcE*5`x3}N*Bi^3sp65gL_e3sD{M@CPW^WEU|W$=6c%7H7h(ls6&&+
zO+M%4qn=K12C<Fdq_HA@H;!Tk6jR#YP@j{}NE1Los1kUoKsFNHHeT2oK_4Z+x#g$w
z*Jt>D0P{uUK0fWdcy*r;HiQm!gt}Mhj@x(*+9<pw#KQ@fzl$wmA3T8n0A{-1RH_WP
z_SX_3L{S*Fi^ZJjeFL{?m-P>7lUacBww#75qUrs!LuPFsj4w7z_qwY;2pEVew+D!{
z`|N`7$W%8vU#gAn!f%{sKfc|)xDaI><e<eT=r7RHH5c_z$R8hX*Qi+Z4R7`Tjv%p{
zfSWb0t-gDlOARjAOJsppD8E8*Z9q>kCQJg1`~&<F!jM0obYx(+3$|FURFM1zBqD1W
zUK}iP4mWNMXVz5-H|FBbEM@*Ipe0O15izS$RaF7aDTv|#L7^qT@<rT6qanCp{U(rt
zsvMU6dH#>ula0IeyJQ1;Ze3RYiB?jxQPy~8O2Wv=LFXtfg5&Zu!SD+Lx#WsRqEdWj
zTid!78gOM}Nv=*Cry0Xj*fZtZFKqL-zC*UhoR58FxI2XMSxRxvwRqFhpPY$6tE`*^
z^T=XJ;nNU!J?o1X0VS?1lRU+vpihQbO$}ZCH{Ty*J<z8+S!4)X+x-ewZ+fklGsz{9
zsjxNN64{@{epHjv)sWSE7c*g3a>9f{5<MPnl*gX9PEo84lpD%_TG}0m^R=JQm&hc4
zjOZUXywLLugM{bOt~O2ah$6oYiT=P|acp{#e76(e=vtp(kwc-`t~=+;88KFrKlFZ{
zRZHj=23nMw>YBbNE}nSq((`T?I5Bb1y}8wVFF9KI>2~|h@|p1hrCx-h|3PE<9{|lL
zhb~A>DN*Dgbo&SJBaVSk6xU8SVa<uO2XoX^2CXV|pq?~3dnIg4aWv&!T&G|U<><v4
zQMOc*`k1bqf>3dY#W_p}wz0QVw<3%la`DQ_6e!g={_%&*8{qSB83)RKe(A?PhGzd%
zXDyIDxoh1|(v%#hZ}@PXk`}5Q2sWf**_qjwqWka1(vBLw{wlDVq0M|^HokLh5Dx8c
zH7e&NZo=eXGCfAtsxd$~dYT$Fh5H9sS2YD?B9~Qp(V1RMp^p@mrAJvobaj8A836<^
z!^>ov3kAUmn2ck+>s4s20xew&_Po(*Gl&HH`%bH5{H#rlo0I%X97t72fj+jSAt_YF
zzEhC{{AXY=uyrD5??t#^<&*x(vtAc%<q`k>^FWG#xe+y-tt_BYNi40LkQ%^^{MPxr
zHViB&m8xG?03^a4p^8deM4<u#!Ms53rp5fc__ZRlzy-|I2x8ac?FGK01mM7GEo0Cx
zw<<&W63KQ$Pd7Zb4}ueWQir{|))Qe2&teI_U+-6>;(PJQ+BGqkpI5tL$*+GO{Sihh
zcFS)>`#}tLSx8O9E6At^12DK<GX)*)>*ChnSO?g8gUPHTIZ%GADaYiT_{nOl63AJ*
z%G(9uDPI7-WOey+e-RKar7c#>E2-KChK5*RkZCgvE?u)ya_vN)jm#k>!n+a!g`<f6
z{4)K`pCIK|>{s<HbmtdpqO(cn9D#n}k14GrQsd7sz&B5X%?e5c<j|2qXOtj`X@5rP
zI4v0I#6hjNFZ({;uMOSiUD(xCeO|O4oTs00GPvap9I%-jhyz3Ef~2Y-KXP4}MnEi3
z0>9{*@1j;umD3qUKR>S=v5=uO{M4}F4vX{C2g3$MGO#n>8rJ<xJsJ9WTed4+!}=Bf
z-*$0{hbw{#Xd!eBN5|Uml~pWbtQ!^A0!?KHH$U-*N))xk-jU!C6qb<+;vrXi?l-k;
zH@%+$1zTwDWdPfgc<koJ#d&GyAnF=fnTg6{PNbsWRIL61njKe&_?WC8$bvw89@%#D
zxIEoBN(K@oKYBXaB&pT3Eogetm|WhO4hZ=@i~G;M_%K!El_eb2>3KIzYR(zWOhkoo
z210@@rm|E)3wUJBMbaz_>M1$J`w7)|C|iT8Yqr)ut^8S*=5opUiKE{~pV;xJRQ5h?
zQRKFq8!3%aiZ%*^?B3D!W3cNC^BBz(TeA<C-&PV)Z1^-}oxedl8(y3Ig8lL?jw<4L
zcP6krSb&ucJ;22==s+o}oV-+<X6l!(75aT8@an+w@7U~OK=^=f3C+Z(;5+DDOnK$D
zKYqSePu`@4z<1gNta1Yp)_4uZ{nQ*tq2k2c%`$gMnGUBsQ$AZ7lg?vp)J|(Dw=OTv
z5IgCKc9(Z_nYIa`M#Ygu`C8g!URw-Ue_bzgvCh->I-#VK@(uen@kHADvkGD73Pp>G
z``o41k)i`Wx?0i8AAEQv8TM1opV|#aopp<x&O4tn?h<C`msV5P!wO|4d)mc|BAjoV
z^h}QyY7of(B!Y*Kxz=#DsqxVa%^8ym^~;mxfosY7x$-W50Et`=gGALD=f@qoyx47v
zwGrJLm*)Vnpu{>ue@i!f==B)G$PHwD3+>%txw^RMRhBI^yaC4?Q6*NCppBIG)N(ji
z6>&^C&{ExseKh%EB@2cLg@IT<WDYYyN>pgT;^Sbm9)Oc<h8L6U248#-B3@v2+DC0P
zf@^?!Bu%(U;-5*G6KwZiY9&=A1_H5dbMxw!a(eENl4>SM5Q#!CxjRCYZaDdDPXccF
zC6Vf1S8~kKwI2xm@ex^J=c!O||MZ&I)5?1SnKORx8Sa|~JgE8{n#OlJ*(?y&SI$T4
zU%Om5p3NJboK#><62R@Eeg<j7UZt|(G1a)v5_S6edc+}Vmh8oI_s3$pl8PSu+9}EN
zr_Va6y1#G!3L%;nb)Y1Q2*@ZBPzu34_$C3cjq%{<Liqq(!Byu=sHC~R0*nB-YoQ&Z
zU{rllYRe4Ii5oRyF_&lTFI8#@j4qOJjf9`U9P%ywG>hD@9nZV{p0Ar3T(DeJqXVnc
zy#gx7yTPbxxZ--aJv;O)X%rm%+wE$xljTF!#S1JINMIY^^Sc<K{#LzxE>8`>JU`pq
zE$MJ1j9}EQLViUNM++X>ZkKYoCVBba&hv|})HCbJ?wtWH2G`ZTgBqK-4$gU`YX4&Q
z0UT^7<=C8SViYX4g@<agkxfh5?3l{*E~VA<zHJz*y`8oK3!CTgQM8>E$4vxfzM$3;
zqsn`l7BvkS=+i+<9XEnSbS0%`?Gx8@d+ybNqwaWeN1}5f36Vr5i#X!ltRm5GgKI_@
zt?9ktS$T(e>^dO3Y<w^tT@b#9UGlA_cK0}y1bOY=$IVtW>fsm(1VaLAu<#Twhj(?l
zh0V>;YZU6bzW|P>#y3f4nyNCua*l?lPmQ={Og3r1y>D-$3Gt!PaUW~m1fOu(q~Eci
z;fj5?WI_J*Gi4Dr?VbUP2?Y8Yo4>nssI~VF5H5%=$y>2Mnuf(2QvY3Y@&djlv=WgQ
zS5F~`;)pghP%xsnJ3!J!AmU*EGD^Yj{-Ehs8+vC`^jS<ypp@kz<(b?MYo;Ts(h75~
z{ShF_h)?AnQSv)Yat9GdiiD8MfiOCPrK%uC6cu|`;i@p$I(jM@_GR>a{g33u1}^tl
zoo{d^8-mD(6KB4S(WGL}0(mGudktz`T{!rtuvs!}P1YzvO|}-ch0_QQdsykk-xcP_
zwQ|h3jMMcpr7yNgM15S~t3im|8dqnwPGbe;q$Em>a)NbAO?(Q{8JJd#h(Rcd9lT@%
zY)zfOeR>^LdWliZFz6Wsy&lM8wy!~iEJ%#H)4@RWODRr1O@+hKsn8@E%79Rp#WVA(
zF;hAVq^oHfQ5U0vU`>T^{p-t-CcT(-g2=YNi)pw*83KUp`e9($W=9`MLGzO+VotWZ
zfke9Z*xtm?M(9==gt$&sPwsa~QT4IY)0%)cw9>kCW<ojGMwf{Ugif&>B@jlPG<oSU
zhrEFTBC#g*sxpsvFj*eaQ5A<3N)gd7CpReWNxYa~focpb>^Jd_F-qjCu4UZ`^<$|V
z%zQ+|RV~0-y*}7ITKD`euk!n8bAJ1GQ}9&X{n{%lqCzl3S+`35(K;{t|NgfM>h2#V
z{)=KGsVQVd;|ij1q*HTBnQ;{L_oAecPu6LZk_go0!NRu3^8<3B5E$PrXt0@9Y<uc_
z59S(k6!`)#{Oa9zMVX&*a2DQ+-?iaqJ>OO+FHe;jJtY3Sk6<7fy}LA$rk?uNf%oF<
zk}*V%h6$MbtXr6Lad*2p&c}>LXlZ-32<uwX;eBGamTH9B!1C18U`=@*0B6enV&4@|
zF|)A*l}UXBqMiszl{W&cZL0Y7#LsP?QOb~qYR)U5*JNVB{Cr%0sqt`f|4<OLm^A=}
zcWT_QopeEUt&<^we(gRETpIm47&+XaigL&&ef2{~NVJjk41C11hNq5i?K=IQV?8-U
zh73|sQDhsXE=N*UYZfTUy;d%wN^ui{Q&rMuR#Q`+4kyhqy!(y)=Z_hZ@nkB+?{m_b
zx5%t9+9tR3evruY48<rc7rFF1h;%OyF|AUI>8uAX7Je5zzBw*;@fpj<I+En^A+HPV
zee(y67;SLPSC|~5&APEoJsAMO$!h^No4E7fR>USRIEor}l`w-?WV(=dIN|aFu_8uo
z@afexds(+oQv3~DG=%~s-xnqWfO>1MU#!wMX7L5cV^w}aRg(|cF)bDs^V{DCrm@l~
zt@FTO)**RHejSbkPJ0ftn($(VmZ&t+K|FL>LHB0}*MY>yT*#L`2>Urn43Vh@`+<zi
z@V%N`+V~NSRxDO~Nk(#{Cvtm6p%=q%w)(;@0aw^)ZD5s`;Jm%{(YXxXU?F1S{~<pA
zM+IF2!xn}A!-6isbZjs#==1*%0iA=L@Va4>O#&4z8E^!HUb&<5{e16kXSk{13KAT8
z-e!9L0s6N80lu5O7@jJG_$aKfftA-+4kGaznR9OUPgN89Yc8#*<4P85RPg?5rRcNe
zirp8Yis(N|_8{yYZy!Kmo6GQKR#D&0v;AakX_tq{Dl=(<3@}+GY;5!4%lAO8IJ^S5
zan~3E-1Fn}I?+im9^Pt-v7^#)6=6)MT$l6Ry-h8Fs!PUf+Gb7Q%`10IPk$;AjerWe
z>-f)&O0(0M{vAD50?@Cv#Q+A!so&#;g%#C0X$tgaw_VA<O8|ccpuy^t>pR@{g#Gft
zU@zP<OkWY4M1=GhGuHW&-qDNA@$Xj$nVxVv=xF5w^pLXT(`A~k2d&h^AV^}OJ7P+=
z>>ivDsDFLGG)tq0D(dJ+Q|Av2uv~$z83F(jW6_rME989<?KH;_==VD0SA-YH2cv~M
zZG4DgPoq{yuk@HlX%K7p1BgAsd`(R~oLn2r52>pXz0XWjtE9#{nzOc^Q8!RdY^<?b
zvQU?f`F=`z^v0iE*XCuwVMhN~Nm}e(R+>DuS!%LsPQfZi>VA|`HlMwgpS#O5WDMH$
zZnaU(Y<(GoNJni40N5>hJxxv>#p@pK*A9xik_`@+^E*GvG2|mHyZdT|7>_<T6Vs|`
z7KfUZ!DI&#!9T}1bwD;6I9seI@2X5AO~_TEwS#B<&q1pVWomLDm*shv!eJ08ZliPf
z&olSq;~ZR?f-jr{>!#fL_K6q!c17)Lg!Am?5MDZoz2rCS+W1Yzq7>H}SO-u!a4;AR
z?lgdB^X6eN%}!;ZrCafK{0rH-I;ycaY&f?7#zWqKQL;Nian2@-b%y(U{0_yLoO-VJ
zyFc4K_lOf8OmyX(Y*5flBO=t!cdm%bd8i}8k-uJMq7h$Fp~N62pYdD>lQ|O44w3dJ
zMg=?OQHmHoJjzr8TI=E3LiS6-Zt7atDN=eKS~EB-2>I>7R+=kDN-6w#CP=yINtuEu
z^0wtEi>inCpXgye5;et9DX?C$9E~+~Fe!BuPDvVdj7<8)qzYVKOgFn8iPl^S)FOWG
zQJ0*JQHQ$F$jBiK;OPhcP<R9?RaePX;iuySDr%PSnYiQ~MLbtfZ2uniG15uRvBXHy
zOeQa&b*g8~{rHppolm?q5Cuaw)~So5w<Z<>K{m=sW3`)^0c7xsyS2#!@x)aa2m17O
zW>b640Zt^={7S7Xw`5(*q+jw4$H$Ig<re^MQ&@|zn^m!e-hZ93|GN^&gC<D|BTZCM
z5zoC60|l-Q1NMnydhFNz5yt!0IHdIpi0wCj&#eCEidDQK7ove>s#5>AJVmXy22hF&
zNQq;S(i1_0!18b{bP?BosQSIqdpd&1W!oQ@p4GI(FsY`#7=Gv-FjdsKx1M;*YnKsP
zX>0@h^i^ms-4y<;)31M9)zBh-ydgwYt#3A^8pG-;w%%;{cy)2Zw#Zhg;7(b69+s?J
zC&ggk<1a4mL1FjV<g-eQyL}!qit52PFWck1Dg6E8#ZZj9?vz*RQd6BjeD9AKMlrs=
zrzrq2m|%5vWl-_C;AY;=DqJt1*_vB1<mp@Nem9TDwd4_1uo2!5+d>5ouH47Y%|i7=
zs*k^5HLvPtxiRTl)C<*c-PYz!v#A(3qw%|p*XZ6?vm<Z8%ZVDe3Cbu|@XwBz5zVqA
zVik>VnI@0){T3WUD0;fS#I4JqL#3gihWq^&YeIP7d8apg)<JK$e|Xa@kLZ3+;F39B
zzE4beJM)1zJp*RDV2CSjM=S>5A-I^_Z*K7C^TgFipi+k;Qr3;s8O3bw+xiv#Az*bX
zg?JDNxI7XcV&ctk1w`y)8)v0;4tM);TU<9vB(LyeoS#2Q;g}#j_X;6y$a=yFZKdOF
z$Y#idBc`-uMfWE?$kyt=>`0{`iUG__BgPd&L*-{aFw(7Dnwr4g2YGj<lNR|d=i>L|
zXrd_3Q6)m~Jb3R<cS*vij|n+$yE}Yg$)prQY7%u!p!nrEF=-%w;bJPk^Y;aCDo@aq
zsGf{fdeRd>lrJ%84pu1^QjDTy&3ehhV-RZUe$V0*WO@0D&3?8)mZaYW8-t?~QR-3g
zhA`!RySne$KtAMmA(bT?tg+)SEL2C%pr=f2iG`!~Iy3$+jonUHH6YO=8`eKCP!mH8
z_Q1ut08sI%CvV`e1kuV*Y*xF>6B^kI3<k^p<sZBXcTgT4&c6z@B$I2w-4NNVOG9KU
zsGA<D?(RF7-*!ehYF|J`I=A&&{_mq)KaeS~IlLE5z==FVoOp9Pb>n4+Lsz^;Hb7pM
z?<qpr_g(Dx;-&MF<fFZizqT+<qAd|z=@zDN-dPDQhJ@z_19I<2m#(_j*3ZcM-6~&D
zbHDofpL^5ySt@a;u^YXi*?bNM5(F3M98I7H(6*&9iUAW*Vtl<%Yh#^#UEgQW#+OL7
zozMdY$5U}H=xRLYxFln-%-$a-Akpq&0Y9RseB-I8D6MhUADx9|uGvk=C1A7B3cWdb
zEJ&*Unf{~uCa!{hmD<-{coVv6?AM$U@`y`>Gmp+^T1i%X(k)i$7p1BVKSy%Om_17+
zZXK1ch$COvg5OQs2WmULN)F?1wCSWr<pkb;**!-O9}Jf0Cu1b<{TyN&GC}bVpd(>0
zZX>;UaCuB55mWCZbM9AAnK*%KS12Wuo{Q{De1q@|>b5~Vx6m0PIYB=~iPbhCCyAc_
zZR|@tlv!dn8nfNCU}E+GZOFzlD_R?m^TS!1?T0gY#Q~+vEPk@5&Qp+Ows!}QZ+5mo
z>R6TnkJL1e;;4cIy+URhItYk2IO3#}EBhz<$St)TmZ&l6DS(*d-Jn4BcSx`n2P(2?
zVePW>vj#GpQt)d|*K~(Wwl6<=TEsK&U4Gnxhuf037Q2Kj#-#&|fbq#;mR~$}^e;FL
zNi}Un2_&KIOO$Qg2T^j<dV{VL5sX(xl!a5G{(iQkNHh3XXv4)x&~YZIL2SPUz9z8=
zh-;1z#>4fvaX!SJix$pbZTgcjZ!xh#Xh2z&x!$*9BS=qPuH_t#1L_Dr<L{pHU=CLq
zWP4iH?3JrfOyiJnjfwyv()0rAjXpz7Qxo<RPG?WiSFxABt;UHqo#F3vNMa2^z53z}
z2!d3h^k((p^O|y*ZMyW3d<9lMt0Dtd&FF0F$UO63$#7%cN1nm0+2KF@gxaH_gj8ON
zO&ZD>-0xCE6z6Eo+J5{ghN4RiC_?tDfp<}`PA$dmb=h65UtqD1@13LIiYWT_E!R>4
z)@-S}xiV2gXBKm29o-HgfrO2QfMyediY8qaCz8-095*v6`_<z2vw1s_@w)@qX_<jc
z(9&l+if_?;*%-A_4LF|_rz^%XxQ<0gw|?uRtz&{CZ@ZT4^!=BY2rmT*Z$<J0{{ff_
zL7MKo=jsvXjV%nbfFvNMJV5>q<>czw*N6St-G`;W)R>d8PQ|vBJj#XdI%H8bbbhQ-
z){<o>(@&tZ#^j=XtN53U3AC}nM_xnJb7|sB`z0y=+$_C<s>7u5JCl3BH=MI!70RT?
z4kuYsAJ=D`XQ#f_*%0=38)UnN#8r^}sbq#Cv>kF`PMnHp{;LWzIzqP;m%VRHe*7Gk
z@Pw@L42^FaqLvw_Y<J>!XInNxBKArssLvjK=CfnFRF+M*>ee>&ECq!Q!u{pnRGW7A
z$Pc5G&8g9reD|4@)DdBS`P>n2&ljqCgP^Ln6%SAo&v4PNVi{&1tlj9!<$Du~juo8@
zuC~eL2rpjD7|}oS4pg{5HJs<`JWyts1tq5InlIi{&TP}iYFZVq7l63nkL;<DcN*Mn
zcsE0|Gg;GH{z?_5Q6nLL{Qls5u)sOX68gvD{yEcSjVN9$kHXM>bYwjBh?*UP*Rv}u
z<V@k}S4N0Z77HDk36?~<tGxoxee-#9(pCSZrVAF}JwqbDm#bmj3L$DMZ(Xyc8u?cr
zuZumHgCwY^ZEO*K!S==YT^XmQy6RT0?#A{~J+C8XgyC3HUlT-O->B~d4os4{Sv^!_
zJER{^tVbYGLP2)X(h=d9c5ca@aG6FldHjtUHN+XIdA5I4Wjddi^mwQr^ejbbTft!b
zV<9;V;(ur|pgTh0SnluG;Z96;fkigR#jWGOAEvs?XLpEStki$W1o0jd$ii2JY5-M|
zgwZnuq?T<Nzk#e7Gm|B9xV#_rc?h;$l%o*ZhjVZI&Nfq7E)=5<Y1A|KH7M2xM?C6a
z?~e#%@0Hq}+^rW&v~G?xT=j?R2Ww4(5cw0VkxB!6QG<b&%!GER75z%v@us0fKi!)8
zkCsAc`mj2PFOB~PAfA`4f6Dp1ie0xx-&`A*^6`AlxR=ZAmRn1oDvLSybNp7t6t_D$
z3~Q%TTbzxg{I0NlRD;3jaew;@!PtAc=(J3PBEg7yi#6H9s01IT?*qlkO7=`l=4hTs
zaKF=l1@&_0u{8u~bYgMd{{Y+pjo<EM6$dW=170r&AoiQ@+$wPA7@Tax#tO)AYj7jE
z^Oa%DR_M12C>pqqYPr9&7%3ibtteGfa{6);@i(FXyYDAb!V|X1E3GNzgrwdI8E=zU
zd(Si!F0Lqa)m{I$-ao*`><Tye=`n_R|E2Qd_zYE{z*4}M79U>un$jH`6Axjc#6K1X
zi#?5a=#JpNM%1?NA3PG@jOk}#?ZKF<m#)0eGKK!QIgD}sf~$X!f9eehViWe-I@v+G
zQ3fua);Nj#j*b}Fg*b6azsVXzEY2wDN4GPr=>E+R$*xIvp_eO9640ZE<g&`?NhFHR
zO(f&-`0G7Hc<dkUo|n!Mz8{{YnJ8aqOEAVV&D<hiZ2FbnR)a_cd&3Cs@}X{;{BN(X
zpg)7kO5KY{7K|B5P03sfyJ=vC)K8zRJML~*87uZy=>HJE_~^ttU3+yM-=`U@oa^SG
zAF;P0BT!82^XA9$id={^KuMl3<nZ0S@dU5@=Q#YYazE^ZkNDeGJz4!}74mxK7T8X?
z_9Obawfn^$g`iLT#&BRw9ot2J!-xI3_gX?Q`!q?aIwu}V>sRUQlY>AGpHR!;m4c{a
zCGUHS_SwJ(`0VCFa|>3MDtS0{r~*KnNL=#(F%gww9R0qii|+TV+L$6#Jux&8fsUHZ
zK3E-LiQn|hnH)WkF9Ne-=ph2N7MdYzARqOKHc?s6yzob+79$;qnVQM1xgBXPwn9#o
z8SM;d`)oi-9Ka9Wij!ocj#FrDj*zQIzH$)zpo54Subua{uPUW1@r3WApKr-ML@y^b
zu*Zl*zbI!S5Enu;_mv&D=b;Rc0s(4|p1tlknsX@VGnUvY_DFgvs}rQtjDX>21v#4C
zDXEyup0cwzO6cZb+aU8m<l;28r8CbBffUl+31ZR#YbSkPZaMtE41HaW=pMV|<kt)7
zh9%MMN%ZJOqE+^@yjRY%YmHk2l(5%@gW{n&ZaqzP-Dp`F$I@=mVqq?+#J)-7?Z$(v
zcw+{1baV4P<supXPO?ps(SGxiWdR4Vt5>vxDm|&egR{q%lVUjX>NS_^@raHZoNPk+
zM}L4HNrykq&2-b%3)yD*&9f{U7j^g;Y*_QYu>6^A9}Je~H4?VJuu2nK8?DQ!2Fk?-
zQNjajII=n5Xux6&D&etG+IBewz?96t@bbn+tVQctZ)%6#MgbNd?KiEvz!|-H1D#oy
zqLe$G#f{o3eTQ_jMwt>8<M|w#Yd%rz{HglFLGsz4GBkX4eMrhVC+^ZL+U#5w<gLbk
zaP#lwGkB{$^s;tExz)#L7hhV1^9_D_tfK!l|Kf~+Pve&w)SSK{Hbasdzl6rC(5g;v
z)YWC)=~YIm%4@UaqY7obFs|{`YxyeI(W&R`$G$sP^K6}8Ervby^K8}S3r38Z8|fw<
zaf+;@-)jjdbWdDS>`%^3c{Z(SYw$vxehSxMRyKJA@#!N8zFIU_e(Q|%`Eab>*Ib#Y
z;Adpy#PDeH41NvupAog~fY{}mlj95fa>{CE3u(k(&QJ8UYG9Y^N2S4M5q|M3uN^$<
z(*Wxq3BiZpmltt!HQ3I|D+%LI-7?>SUL*V`J7Z^OoIg=a7p=%rX(^Q9v*)pHKanhn
zz-tH?C=Og4U@UyVEi0&^!&7(GgU&z1mMCOrLn?If59B`GKu`KlcKh?D>M*DxE-1-+
zy?hXR%J;TgMX<w+8~MzM$i$UH3#GZ~D1cFTK>6g*(D5`Tb-M4=bRalt+3)3ipD>G(
zvt$&TQWJfkXbN$5i+)w4qU?UGZzP>RPj~A-e{48$H22|E+mGu#IjV&=I=jK)K8#zZ
z&$=r;XBb~h^li7um1t$gZNhGiddp<Q^}>nnOeJNFtGbB>(bX6|zspU1{<f-8z_n{u
ztCtvT=?}Bv^j?n#icBssV2u_hG6Gq-T<}$BzIdjAK*?bO>gJ_-2*C<`NZ`I-lnK49
zMCoy$G^Q+6u{nA@b;|oXBGS)Qo+oESg`8SEVk4UR1%K~^XGn6|T7wO-6YDYx>Q@~C
zZ&t4#$*5W`GgsoFQPo<vl%6>@d~a$TDj1`!xV+?_><8}lAEG7l$YZ&Me+w&+wUWyG
zB^#3eitC9_8a5B@-J3}*L7iE_oy}0N-X=SO2vxWPoA-0_Y0-6G?s##>7Q?6ym@=H?
z<pczEx}GRr+``6687<{7nvKWvv*v6s;<=aNF7f0?vd#|rh4!81J=$veKZ4!-O!R>%
z$kNY41}|FH&}4<sR@>`80#7ZBtB~YG6i;T?pSLK-t_$><!968FWYZ%4$MqT>V)oo+
z5NPTJL`>I_>Gh!7VX8L8kifh-oOTuSObqu0zsuC?0+6hn#6OXfAV~9*jpcpNtSzyh
zfc*ta8at{xND-F>`pFLk?43_My^HswD_g&~#w9V-9NZR-H}j|;0R(Upv--vQs=gLd
zwIG}X+#zQ~IxVmc%m|nJ7%Jfy@cxKL8nAL^vCx}W6Ob{a9)SMQG+yIQQ>P~!A1H;?
zVC1CQ{&E;y78&x$ZxQ^0UH21I&lA74vXp`SDRlY4Q`^fdyuI3TC7m>k!=m&9&XXnx
zp;Nu+GtkI_Tp&zQhN)VJk~A^9wMt1wy`TpbK-?O46pm_6&pmI$=TM*E4Cm*y`ww9A
zLU?i=erZUz^Y)?F%M`vJbTC;xRKKR4g3%BCj}QkVB5P?Wrop(#<B-%6u!#;PdBhvc
zPH0{Bq|`wYp|R^f{?^Z@xdGZ)cE_)qkX-$U_nVHKIJ6?U9For&S_dh*-=Hu52G)Os
z@j)cC$-?BBleAPm5~U~72k^nVe6n|)epLZh{=AXDofq*a5$`y1)U<L0Pd<kn(a$>F
z0<$!<E9BQ?qs>#IFFojklFbg6s(Qm=Vo4jemk-#6-OOTY7zWj6mkcspmroggIWNeT
za`WDcOh4(lW5OuO);o+IpV4)?O^gf?3>WO}Bqfy>Yx?19h>{$B*=GI`ewK-or%<u+
zI7>$ez+BdzE4(5f`)P|avnD@UeDXv$*s48{zF0*O&9OLB7E-Y+d~jNON_E<QN<1*1
zV{rOy<qM(n2K#4S4Sku9QB!;dz@w(9lyH(@jVwN8VvrfogNs1(s!u%>G4wmNTX2vX
z-BkDn+^;TGKKKD5@*Vi0w=R(`_9vvE9wQG6qIeWbql;DyBGSx~h(4pbo4QsTf)$#^
zzrPEI)JuCfY)JuI9g|%Q_%Y>A57G1WgcU+vB{sJddeyS;>85-}T}SEVIh10TA$EWO
zvh&uf4&6;pTM5ijq0z{=rUbW~^)hUBlN@b0$GC3?=g}bP6FU)+HfieM+BvGnc(pSB
zFI;#}gV#Si5Gl1`5*=qbSly%lnqB@dSC~nOl+f7;dW`6QD!?J#z+8#GMiA107@H7C
z^c=Xr4>`!2aw?e_$&Z^W_^z>kM-ZjjmX^h&zlDCUT^#sL5SU@|Az6DOOXNqke)nBN
zMX`K3d9W6TjcSsE**TP9%BZxgB!gZTf)`~CQBA~4r2_#F14#k_$Q!G&<h>PI(aznN
z+inv-a!jKAB=zZGd{*VGT*-^TRAMHhJ^mTGLVXlGlqQ8pOrVaeQ1yYWZGZF=u>@*a
zYEae>1>%KKK%2|{t=|WegB;uPvCvR>$5bnCw+5Fd9n4@iY#&*cwFm=Wj%jBF4&81B
zQumf_ugTOxU%y3CU;Y4A8^Z7Vj)sPRmo+fP;D^pcsN_;VM}g`XhNm3EUQB_&#PjZ2
zk+2Sv<Q_QczndzP9Afs=6%KOznDl!G{$Fq^5_>yg;X!atgws7OOCnm^?e5jhZ8(i!
z?qJ7#@BsLXcQHbwK^qOhQNK$xpRW-%j0JM}B9{lFk{w>opkrD6-vMYtY^W0~5k+E*
zhJNhqZ_aCj9dic5)$8oxmVX#R^$z?{y~2q5y<5$6%9Au9p{G8br0I#|Mtv(H$o9PE
z9tI)K`@+XiDI}qY>t2!>A22?)I!K+YXUaFbR}j%iCl6wKs0fMw>D8;-?<F@0^lhJ~
zN2Lx<&!Sj()`Ey%E)7EXef=E&_EQHZBYUDm?w^Rzm?p~9NsgfC#0F2Cmo&Zkx3NnP
z7Q1BSdCWb8X42e|2l6a;y1kmd^V4h-`$p*EB+uiR_Soi%#JfK!(0X;Lq@Em<B?Wgp
zzWcjAj!v1j1TRWk<*u9csl!C2qP$##@}%Vl@^03(!x#K_5MDtT*ic2+X?Js4y(U?c
z9M*zJb_eEq4@pP@M4Y9*HzAa%xPMRjZ!?4X-<4>ml2D_D>n_NTpiREyEBA8KY7^u{
z^_fp#bM`A`ofIAL5!O+5itt(UX`J1>I4%iv@b}}r=S{@n9%k^czoTii=fZAdlU9uA
zU#u?VV9pqj6h~T}TDW_X>LoyjYbxj#jW7^ico-N=&Y5aCK-3B*OVm54)yawKY<ln#
z$1}1-Uikg=^1U<L(dF6u_B@0UaHMZ=NB)#lD~b||kSSf?*BV36JC{1E#GK?=lAEPI
z!tmgk{*}PS9a)ezA=1f^COz9uLa}CEe)QhE0}4rZiAdu5p<jN_QLf|(hcR%Aj;Z&u
zox6Y(M3bQU%M-2_#qX=lbktl>E4|mATjS$13Sm+c`6^jF@~h!-?v5{pON9p}JEzi|
zRp|stABE(b3b$BTq7I^xsv01%g!1neH$lT;DTx+dseER}y9{nRW_e|(2})Y6>jJ+r
z_MrQNHAiVe*K8_cl&gZ0n6kwv7makdkxLb9!2|zo*hIc&yNjU^&&GT#mz~=G$Vstc
z6lvI7bHM+aQ6r#1J<$#(kj)rE&qn1C-_B16_(&*N<=4B;OK%p()ppF$PLF!9w27cS
zgQU4_t~FQu2QPKBGCiE(qFH{+It!5{9p13I=g)U_ZK$mT><GKWN?kLJPEr#J6p;HJ
z1`zieq4XK{di1O^FIJ3gg875Jt8m1Lu~KlSYFzKjr6h8rNCW-68eUCIqThY^i{7=`
z@OhI+TC?QW8t>#f>Px?SG}Y|mZG=AO+Vu_B>MbiF6V);x!{2m^%0yI-Rv(9bzIqZh
zO5p0Q=MSw4CGCG(a9TCkF#UW{PG5AfQksa>xO4Sa_4%V0E*O<M)@QZMZ4I?M@Hl}>
z6ShXeR@uLeCP<`8@4CZutP()&jNHK<u0@oC8<&z?!fdlYoBbUI<z+oHJ)7NaPLi0W
z(q^4J02hsOX@;>j?%8j5E7|X3hOV2PLT9%WHQ!s4yKGMlpGbdt7#J<ne~d~`O=C4r
zPCNqU;sLM}lDdx$-LC1Os1lHQc3oJQUBZ%XRt(t7m~Q`jx=PO8Pc^-J?(Px{t8`F@
zrfSfLA<+rM!!lF6eu5bE4%I}IR%cxj#nyd$?<2Q;!}r@s5~=g^p*2uz5_K^>>)tuK
zevkC_!CohHK^GQ@ikNq$-#)1pm$4?XplFVU2I3{UGZZyN8JB8V&?tq>)RaPv@%ER1
z9BJGpqv@f`qbz7xJ!xd9hx)efp+gn(BHqzvC6MP%0r^o7;y=K}7!Q*Myo%fqoO4P>
zcVd_Rf+wGb6@rq8WkP?i#`{4gXPXjDWetey(rn0cn^h|S%Z#0gx-Cv#j`jERX5O1`
z7f~c4#Y@Y*ElJ?mK%g7tV1+*HaX3*dvG5+**!A*F^%lm2tn_~LX);elH9fA<;n}0w
zM7tYF8d^4xkWzD4n1#uV=!tv;-5railvX_51Y*w}c%)-{Hv{r(KM&Gl^yY+{h`H$C
zxcTQ3Us}}bMnYzk`T+z(r+zG+_A<|aOLzy)Krv*#Ao7muMJ|KYzEc=>&C5L|;V%nK
z+?i<6;nK$bZRb|xwvjA`(-wFat`E+`^Sz(oPrd;7wSol1!MD}HfC25dr15+7AKib4
zEkz?eMBnlw46q0CAL~v30qz!H_{8|~I2MQ2lz#vomVmdF!GO!zT?NYZpx2U+e}J(5
ze*lTWhqe`ulof|*DgSeOXPB4iKhY%}&G`EjeKHxd!#}iGYKzevl}QK3R|_<q-WRcf
zq<xG9di}O_M<Olvy>h;pL9TgU1Ru&F_D;j9o}~6=T^A!zRr2#ER|h9pJ|G*2a)5+$
zun8vTf9`nEh;mf9ik!fT_w5oLd!-euw486e-9Gy%hNtd;E%VTo*WO5g9LXuzFE?Xa
zbi)3X1v$R2x1(idc<s_dDDI}YK1(5dK^ynp#yTas>K(pu?T(sRkjY-f^jP_Wh+9wE
zqVkDYeF}&_zHrEzU;VQgooN>GG-6N|6&0PuECc&|*M{fVc&G#Nff!gNu{+g;MKGM*
zR~p^~^b?J)+fTh_0-&;kcg`-c`ykd_r1Qu6A0YTeILn4ZT279JWA?tigvhQ$Dv9-E
zs~T-StpCuqb)&*4GnPl)+8jEQR)zG7QH_4oBs8~410A`Z9n6pJEbP0Wy3lC3wR$mE
zJ<p4>_2BJe2PrfVOXVb-$^;#bg~4=K$r$5*NHhyk=c&V^@&{YNBw(`~o-A%AlTb7{
zg1H4mI^7?CSR4)|iC$Ek7qqzDxnnd}px0$pM;3~7)D+42eR)CDUYvb16giw$PuGVI
zhR$RSo_Hz^;2-gO+z0_cxJhw#)8WkBvpnfYXKhY>j0R!NADaIF?IrX&)UDw9=RrOe
z13QY9`(1H52=I@~UK&3Pc;QZ#Y`E8zE!m}g|6~#T5nx7R{E?wMHs7PUX`fUaKlL;K
zV1M!GCxz)j(_uGNR!hMHT1N&%E(o?x96O?=0`5rr;gQdTUj29vagte!HosG12pc~2
zQ&-p<p&mfH8+D``RRN^PFwDY#6`}umfkCj_TxuekAkQVE(cVkc(UaTLDY4pWZU^!+
zl_8E)X6ljfo8*^JgQ|WB7QKOBZyT|C|CUA;JoHEq5%u+P^q&{v*uoGT0?xGbZ#b%`
z;64K#qcDoV%)Ff(oJZw>VFxW5LcBlnnd*&-5{WWO>I1mHZ9K@9S}E-j!;s)5k_(E<
z*=Xd!sC(kLo8<h_kRi5FPK@D-M8xb=ka9tBG2#Sls8xXNG-bKKrj4w(h1Nl3CjXl}
zeVrHu9xak6GuhselZQlE+?}3ToEK|=VHUjojwy}3s!ah{aAF51UuS~;+2AuyDP4TQ
z(OZH@mtVtRChx|f|2>`PRkTD&PT@7MVM5Mc&ZvMYleGRQ4Wshhw$&bGIPE@m!ik#X
z{6pj<QKyVUvZaW@+VjhII9?Z5(VBo_mZki~qajKz%+lX!$P8E0>s@-+QM385*?0tZ
zoHm1!Owmn%A8d3RS>L(b+@kcB%kmW2AT?oWD`O&?;6<{^r4?R)jN<otuzhViK*s~-
z|Gb!RSp1o_p9sN`ZMUaI*rbottcN`VE$04e5*M~xj&)JC_)m+7iz6{th>m=G+4zZ{
zH0j{4IDVnJ7%x?sj;sx!4W;r;tdCeb^?bVe)+^Cy3afp*lgK;u{a+NGz0(VapAv-p
zXmf%5$r~NJpLlUF*TIg5&FhVEcB9wyd6%psWM8kNz`)UXeUyl)y`-Uy+m_r&#9+F5
zp6<5Q{0xO-QfL}JJu&^SGG^}XPcKO`PqxP}mW-}Cwd=UZg+HR@*Ksa!La<~pnT-hX
zpACU)E4yN_F&y=6J?rGJ+4QNgcfZ(ylUb9A7zt!fv5A`7otL0@dLal7hT-j05<Kc`
z^NKVIG$3Bbu}zt7xi$Hs6d;F&-{|Ytw*97pf~11xl!3wXb#lSJ>G2ZnV%y5~gio&H
zX>CFl3I*Ud>drUcRcEq-2rN9|{zvIq*2v$O_NEuOR_8H>v_l+I(G?5taF7c!Ru&qr
z_OBvFi_mDoyGyz}TNkVBG+6K_9A^s}MDkQ`ih%%O?_19()}WpP5!TrFlmJR;BB6H8
z&KbA|-r=&&A{Kcx@Oy00jLA1A>OjZVaD0=U$^Ob0>HNPYzi8>#(8g$Kea<ZV{#K&_
z!>I6RswOwfemZ{4VP=Y&{VV#>je;jA&so5nEgCkjBl@_1_UiAnG;BguT2GzSX4xU<
zAr`_A85=gu7wF+S=Wl-<6-=GTP3<+9B#HAyt<1oei|W^sbYX?ILE#3QRLR>%X75X{
zVtHW3%`|S<W~#67NOfwxAm>Ym@RJ@hres61x9B8G?|R7f#>aM4Yoc@F4>`1I@&K|!
z|GX~p?I4z6k5$PF3gHcyZ~Hf5qEMTQlsF#3;lUpr-s1&QJmj8RtMUyG3%LJB)jJ1A
z*1cc69ow9VZQHgx9osf1wr$(CZQIF&lVqZqWMaOzzrU(`tL|T2UDb6Or@PPIYdvdy
z`l3!9$@$Yj@HBd0<6cEGVi=l|eMoNe@9+Pi9mFCmeg6(U-uy3I{DV-O9J6uE-_F~e
zNzN61f3ng@zoY?^Zz|Di9P=>J0(tH$kp;g&;mRpa-D4<(^s#X(+F8OCb)es8zZ}l)
z>d$T(lD?CjHUIMqd6|Y(q(RA!G~q=tGx&!^_VCz^#zcyA>AxK4)GJ5Z(A_QbLursD
z&CW^-8gk5sVvfk+Ar4F~(}()~=KsV4aU!P1Cr|zM_RKSf>IAdLr+;322orVWx5U^p
zrzFYB_~+!cU_hoQ0V7@$Aq6)*Wn1<`(w4yVE8wQoLXEY#W3%`EU}LXw%q6<8JBvhB
z46b6J^A5LUYGZi7PcU&p`0-p{a8^m0Li|^b?MyVn+&3xsoT6~tRyyQ&p&hQS$8QGg
zE90^TvG%n|%1`Ib|Kj?*32CC#G!ZzrLPT>wL)5Nlmc{9e?$;aV?=q><Uk>bc)$9>e
za?Y@S_^vAQ`K4orQAzKFAE(rvnTUz0M-TGs+;V;+q-?5i0XM5CBYz4IUHhqwKxe9V
zlz`iJl)696(oV9#v0GaNiy8Wvif)B3%%@AihXm?8@LcBj&cxrw;B)Jml&!p?P&aGt
z+c{;O#n{Q-3FL9cofLpTsHZA_*Us&a!QS7{=pa<m1F>&nv390>1dXkOt<O&dE>_KR
z5`ZVOo5b&9%?kj<9Yqn?W5k{D#oD6_o$}RHb<Mdd2GAaRGRn5%Lc01)CbP~D*W}E1
z)F*_eh~chC=xjMHHKq95MvPS^&h;qvOVt>kXqlG$<h1CA8ALL%1hvB6EZmQ^ow;-M
zfySy^wkMV+yRT*4MH51q;CGs*;RKM<lR9v)+xbgKvz1LBPffLm?zde9c8$r=bUQuC
zzwkLf621jx-2VVBFT1x9A4J?vwod^9Z9mhu=PfrXCXYQ6W=A-jPrO9TdFKn2vj}>{
z8X*1_4GE|5<ZU-VG57|S8p(OrCq|E6|E!Isfj#FgAi&ev9SKW<Aymi<v`e<^OR>g>
zj_|kifBGylYNZJ6Z@hKnxxw3>z#}76)-sAxz?bai9M_;rYtIue(A8j8!(k5AiJVQR
zmS1PqU(GNDMITI~;K;NOw!*dBGemoPVNQ5M?RY_(4*Cr>?|`1zFISb=<g&!YGgS=4
z3@EcbK<aV7=oQE1t1`kfRDPok=lNvki9~EnSEVO7M+m7<H>6^hWYeHm>gQyOxzfm9
z&zvq+f`g1ylxbD8NpfOvr(U}U*H}XXd(H`@<6T}TnGq*fWrfj4aHz@jiaBv=-_B(<
zIMWeKV@gU~Y(k7YeQ>MYfaqnN!EcBUi;35E%|wwmubw;C6<m+3?zLv$T|~r-wLS_4
zaQhK^uLDRt#@lb(zY&!GA(bmsehA%~qp=~7aPoBLuyW`VAkerjIg&NCW#umCudkZl
z<gQEHy5gK7D;0&S1Lyb(Z>$ajJBTq<u1j~$AGF}!e~eyWG19J+OJhvXriIfxDC5&p
zQ-RiPPzu6otg|@i71!yOS^g>sW6{n}rBUf<s^?SBto%*S%WYb7Pn>az;q}@n+^*fB
z{uWd2y$R<cjS#C;J<JwEwXxLTAdRJ+%mr%4^!@hFN;aEWyO4}QNs7mg$%bD3*Mbo^
zRwgiL-}l#=c%e%H>8W3ax)nEDMupmvgW5FQe5OW2siF!8Gb)quN!@}@sQY?uT2_9e
zx)oI7b8v+A!pURapWpvrXmf))dsA}R{v=J@Sofh5#s2RaYId=HSmS4vUL+-Gq(8BO
zDu^rX8m+8PnJryFWJfn~#32qzPq~1)i_wuTs13@XxM-zeNEby^$iTC|QJ`Vp?LR<;
zyf9%#Q8F8;BUD1A#PpMyqf5UEvaET*IQ0fq17~~id7p<!D+##P^M(YjV!R0vT#0>N
zp}!Q$hLFw3$SYnB39cy5mxu(=%DB<siLazs0+Mt9v;<eBfPHS71!3&*qq{Bnzr|7I
zz;InBMt}ZzMqhpKG+qeWx8^?vS9p51PLbTD@jUToYi6C*{S~Cm^KPA$eFVfv@mj|0
z7MN;`l#~ZRCVxkiXNOM9c*Q+op#2b$81lX+#w?qlr{tJ<Mq0g&IA{l|c=i5_BEG@O
z8ZqH`c-W*Pv2-v_i3ao&Vg;o{={?a)ANCBfgKsUz1?HLq%6pp6@XRTTQr~6XhQ8?{
zl}ag-F-VKCj4s&gpc-w~fhVEp#1S@ILzKo-sBFePeRd`Z)%m(;h(9l0KX-3m;7uH<
zd?K$6?_X;mQ|S-pl#CJ`DaB$=`@_qjhxXw;k=Xbi{L3!>x?1Ja2Iw(JQBn*+_=P(x
zZ@q*a=}-mw){RwaqF#t)fPxcNa^Js|!0f=z%<H~Gr?wpzX7)pQ9~P_qU0P?k+OkQ>
zQVQr3`W!wOkhci_%F5~-@Jvy$+uNT6V}@jf*SvdW;5JS(A)^pg<)6Y0!*(KxFFANh
zC&a((wt!=JPbqRPFS^T<O}3l722_1-6G0Zf&hwMap5AYpLyDO$Qn{w6Mjo*Yq=<S@
zg@@%#Ok%+7dQncU|JZ#a*#;RRAskm>{0Ddx#AN-d^tAn1NIW;Ns!z-6$TDIZ!6c)a
zlZO@S9In1<mM5ggN-p`9!*_44h-FhlNkvyTN{?-Qh1|`M54LG_by|dfevkwreim<?
zAN8{Ae(#E}-KO~tYD%{i+}JTFu!asy9w^S!T<Ap@(g=72j5sS-G8b#jzPtUNw0tTF
zeVVkA5~SX>cDut4m0}cLrtw52&nnc2Ceh}>QgmFWW(b8W6$u7r0uqG^XPv@K=l*00
zY<C92zP_LQ?%b7ma`Fv)C)iLw$y&hUNbFBOPEE_>*r`N1T9<$yrKT^&q&yO|i9F2}
z2y0HyUYkyRj&A4Wrr`HZ4mZPT2i8<qe<+0Ab^*gRd{T-a^t(x8b6e7G9EQ#t#=eR@
z?b<#IZvv)99rovM^r^SDwL5y(&73`;wurYL)99Nb)<=)6Qwa1>qAFD|q)t4`xpP^v
zxC>@?2nfDuS=}g7+2gXuIW0H*+;r?xFq}lN&{e^+&~^0ZiESQZ7KkvJ0j$k`LkumZ
znnvjVkX_G;XF{E@oA?%Hs=>aoTDH8_pr(L>Py+l%3suVq3EQz<z^6%{CYRPQPew+*
zEs6_~vp12vhTlQ%##~S=NB-kFg&MmYk%1Dr{9jLOa3)9hKHtjELx3RVm~1E6->&Z$
z#cTmcmGhbeiInqoRhmR`RAl7!a{mERv?3X6%4b#VsH;_c!mZMPNz@h}F8NG^RuW8f
zrDHA@>QsE?;AY~@g_<O)yvg2Yn^ubm2=iF%u&N{gHSYpj==u@XhGhFfscuX%7inHl
ziZ~6=5uGz+ER|RkX_s<0)>;`mb{VQ<l3?tv`bC@tX;i+bFcOwh6jbmcFU648?Qyr?
z4x??qi1+vvjcgjVg@H7iZubv^Xw^(1OP}j=#%u+8vvg`K>PFbnJ4W(U#GIbDbW;!q
z0~;B=c^k&=tdB0Ay11qVjQ+f?I=hWYhOU@=SED($z_@~de)Ykb)1QMvo+DJu+WaV>
zsRvNtySz=yIT?p<E6tpItAea7a}f3ntTBWXDHw7m+Ba5cukC*crY=(}8l{J&6748!
zGOXkKU<iv-2W_vUTR1?bz;_H1a7g?7o`E&Zfad!pbn?sKBhJ&RS;WL}r@!|EDpDxU
zm+>UgCaZ>KNnL{?tji61yy`aH)Gb{_N`PqG#wIh|m^1ZUAtzZcPE$>-nEi~-Z7Es-
z7+7x9T=~YQ?=)Tsd%V~_h*KMJ`&yv{{LH>JU)9iWE1S(`kBsJR#vJFO)0t;>5J97^
zUxJ?2-a+gw(73=_6)826($>vN*zzod2_28f1a56v#d-c5CmMR{NSGbXJpR5J$<2nJ
z96181HyCBi-u;=n-QV1ycjeq=rT{O(Vr@D#YHSltT4)4ZH{5dJbUyAN{gc0=OpbTY
zbUnC@*OurYs3kKjJkv!J&HElxtHCHY!fS_IHD)EB$?o0_ThU|Q=6`@%BDtNi%-=KM
z!9^tOp1r!1a`(yj8TKDw`OgGzl&VYN&Vt`*h5a-~^=GQ{xc#&%)oO#dX1AZoIA^rv
zbUUQ!j8^3Bx?+rvhb$JVK$LtTdxp%Tz?1Vk;%6Z^+781Fbv+rx>l<lP2JKn6yoQ;|
zUsp~`R6%B-n%%w?E*>NDLrp{2{<JkaTr%rPiiwJguxzS4nO?HYh8c(%7BVD23AhHh
z{t6<@NL(P12k*P#?B8|Sd<m8pke^sgHDNPPYSx9EY+N|!qsw)(vAMN<y%bGg6b<-t
ze8q|~8pXDEky-_yTk0(XcO1$_2w^<=BSwo=B{9O?q-m^S$3kN`t%U<Ru!mg!6*e8T
zc(n$a?lFYjdcitpqTL1}A5H<Cui+wYcNm3J<aF2B?boSOB-`c+`AyHj{UNOLh5WV~
z)isoTJ~feurK6|OptOHwq$rq~G)f>jHJD)25(r#K4q#EH|55hp;yDREZe9R+hltGy
z!wsP$b?wzL8-7hg&0BkoKtQ>Cf^XhiBG^2<1i9@$6P@#>$o=BZ*xk`n?YzJ#N#}-D
z8(D!&z>Ot<XuD9Y?3rLIk`N^U0btU7S?36b>#t5XXf4{ee!%;N7Q;g7p0R^Qj`je^
z_L3n>(BAP(r-xeD2*H($#n;+nP-fr`*ZtpqYWABvc*OmFCt(vu*$_>XVsLs=UH9+h
z1`){CK81x_O=mNR&_Ta0xw&s2=cJ)$q{1nSq3G5d#Q5|5h`POnf5r;v<#{}}E!z0u
zUFU||y=*3S<-#2)6O35QRX2>?<y>F`p=*Aq)69$G2%9%^nJQMtvM+&JFn-Fd@Y-rC
zYS^y*Rx5j3w*xuwbK0;y(y#kYAy+EJL3b~3TU%4+0_60zoD4K;X_suO)qXYCVal<k
zAxA-)pJEzAc9&Rq8q-P9$#yS@OKs;}@1U`;5P#MM>>XGcHD|WgN$ikxve*!^jA(1{
zUs5d{wRe@1PTuWgBPzB^1Q{DNjk(06E2)~R$!1|OG32#VgSu;F?kV0CMOGpYnXyu1
zd|BU-j@<ozjIG#OE*}f8^M<5Uej%vRt7bFF4zsTNZ)=ZTsE@$cWwoo$NtRRVYEqZ@
z4IUTXz&vF<9X*ww%>1<x{@GvRg4ZU@R8NWc;n*}+QJgd-Psduvt(qwoz9KK#4O~`{
zP@*=Jvq3~uoeMa7pnF00T<rJ{AhA1;bP#o|VtI+XLBL<m@>#LNX^y^OLZ7JBQoZi<
z^&fzcD9R$%8Rxs#BwkyuRPz&uf}G>#j*`c18$H_imMgVzdVHzcB>LxX=HgJcUZw#0
zbWv@QlEfYLuT-ASgEqxE-|fO})QsLOmX??>l~H={4bxvLPsQWdZX61Q{2Ap$^(3&X
z>$9`=Od8sAEr{i2?CM;urLS(|F81m~;|zCmP8bd2cX7ZP4@Zg^QxEm4+N+vNTuYVe
znwl#8>HBk~tp5$2#{$#ZaWLiLy<6R*eYx8G;r=DA8_Dd)zN7r^HET6}VlXy-k|yy8
z#fdQ!a$MQr!l&50VJg)M#EGj?%!p}6p%)lWqg$y&Cbnzm-e2Cu`TpVWddBWAjZ@fs
z#5&K$R2*rqZbA;VFHx&O;nS|0m`R!<H7&xld({Tmicf4zTyhQmT)1hI^m-gua7`Yw
z8G8Ra50=(&kQS2uCufMc2=-Qd{*Iyq{I%9yLt<Oqd-u5_n8Sj~jaHJ}z5w-5(ppka
z*x}L2EumW7qXWOOQKP!xMJM*mazx%DY>f>In@tyGi0O~Razs%)y9W0L+IX6nXLjAZ
z!dI3hWdm2jpaIEg003YMz;vjR-DgV;nki3ZmJG^vwLq?x*CFMK4-dVRwYngbz(3Yd
zKulGxGz=Hr<`06x3dkkcL43lPWQNW~vKVs4n0Dd~jSlB*2d>O5sy2zKt^k$)7VB&|
zR4<9JKe2@=rRq13)rbMl)8&)OzbK39a2jP`ZJ;p^PnGJ5iO?davh{%3>ktMJ&Y*IV
zr`kEhAezZOrGnwD&bAjbSOXH2Bd!(zyKQ+m4Q-3=oT#S*^A3@F+=Gt)Nm24O)=kT>
z#*Rx9$4?tJ;rHxmA3WrG#clS6YXI(cC#fIGuA$3-;?j_w<^5~Iz?a(Q3xbvvBe7WM
z{=PuR;#`5++$p9g3C}I@r~esGjy<J?vG?8iH{}8a(cNo3?0TJuocB%#e?eD$ejPe`
z)n-(d+sBSv>4b!M1ywcA&gjSAS*L3&BbaHi9=9Kh1I$IIn_9Pjkw{4+xKTQ5{Y;v~
zpyQWRqOS^d$>GVW5hzqh2%KJZkq9$)8H|Dl_o|Zge-M!^iNSbwx|4&Y@Y1=g!!q2{
zs$KyP475%r!NX|W?br9o`VZ3T+4I@c^)xZ8#=?e>eKmBj%7w0JS6axzl8Fir_WtWO
zrG4^MoX`ATEWyS$(*K)hBCiP|9V|tNtd%&rGJ_8p`<T%2e)*s1o`IE7h$BVzuq!(H
zvvUGh443r<IPAsm@X_yQTs|V)v`8_+_X;DMgaFQFU*78Of{PxE^dH)|R+6ilE;<|G
zNd<P2zYTZ4^WBF_%PY-B464Ll3>+}pq$4P_+TJ*!w5@s$l+dXOsG{CnjaGc>w7cPC
zb@aW8)cW<Lm+}qzAL?!vAllmD7ELn_$GVARE|&tr86isy-`+k>NQ?07{07uiL%UH{
zU&Z8=B_E&P9s~{FBwT5#AD2sFklj0$q_jzc6KVgyw@DsMi5E!SNjAvDCv_M?>)89j
zXYgsg%=*80xCDCsVkX$c3L#Y>D0J6{ZPSKyhs8%1e0#ld{<^a!*M`2hnt)8n_loEU
zvKJE&srSor$7b|;DWrL9vL;u=phSltpOlRv4}l<l>PY+pW-(J@)Ctp8{Cwz)f3tHS
z1`lhJYbLwbfOVBBU@ADvfh0!vKY*jWb_h3V?>PB|8ZyjYp_j7W)kztsjfnU4?&x|j
zgxM?fuHJ!OodQGUfU*Z@l?y6DF3LNIur_fm-eJ)H)g{;vKs4H?Lb)KmWJyF{9VBI5
zG8Z;49;B%%bC?rXW;s)olH%haZ`JJj?Ugvk-IZULNkxr2$JJ^or(0bW-142F%Hynj
z7$OEU>>D-q=HhI;;7JVo{Laf5{0fIaq*4g%=4Kh@?f4!lERISh3v0qHOVlD2`PUp$
zs|$^V9|5j!2x?Sb0dovpA+*Y@lp};0o~O+-0An&n#fkzaO<wgI7Z57Ne!{(?S3g}r
z$QA!U!&qNr%rzVo5{-2h&cp=<XvM^js#L<!kr_qN(dO7gj)vIu9YJine786~I^<CA
z+B7Jej@6ym=nTX_DuZ_tcnd5|XvUao9v~QN@<^Z0uv#u0)}zExfY?HqmZeXsjYRs>
zpVDqeXrCk%#f(I7{k(j=!1PV`RyOp}Y><^V6)F-9v$?yxEQDOJZ@nbO6s6(tM{jFq
z;s#6AZ__Y56Jz{Xu;$WnnESA14vj%3o`iJ0X$QCVfXn~Jq5;*orgwBKH1Q2byZK@n
z3}ud!rv&#^5{zsvjMj7fii#o|^##{@2VE3={g64>Fb7K-C`&d|!b43W0ucRVzeJQ+
z4vk)2!>gG}zm(>Kwg>pH;1CEsq6%=o$F-dwf<oXa5Xs3jp?i564PUZ=Y5Kv_37HRf
zCS$39=e?KM`_l;wAOdi$Iv5NWD90{`mv>{bRWmQAGnJ1f1#Iqo&t_1AAg!tjN-M)G
z$JC}Gg_Mt8lCizrME;Jt(9xl*q1zS`q-?%Y7BMr1ZiT+R@pE&AXm6<puFK;_%M2;%
zsLm*I;Y)!cqRV)hT*E+DtTroX3Y_V}W=?v#Q9zzi3LoOnI`s~BpvIBoZm1VS5ak0B
z)|ig6Qw8Ct$X*mv8sw`R$V8|s*4AckPp4$6nS#n8%*mMcb+{4mTp1-MrSDLMG!iwQ
zV&<7sbVNKVNWuZB2O7Z~*hp3RoVanKc-egJ4x7TCDN<}uywBcOxL8k>-zVssbIO(T
zT&JX+dRNOOOXLwqjb1V&FiW6Xk#sqeX&Op)-+MSEEg>0kOY`*2&o>Qe!>ZVX!D-n6
z*5AOi^U?DKb`A=W)YE{k#^Yku?(Thf(qPs@NfPpaALc4p-jeA-DBV7Hmrgh<-<ytJ
zeLhW8Jso&vnH=2yN~Ska^*!=D2L!05(?QeW(W^qx0g`^Tvi2W1^dDU+ZJ`vZEoSWJ
z%F37v$PlgL(xJShaY6^les@?^{ced;2I;N6@JEJjk?+(sw$Iy8|KNpVbg)<LKfn|t
z#fzrMW1&j39K}$|-W*2%k*fO02X}e^<smPxFa=sA+zGVbN&G~g8JpR9%T~?_kB!D?
zBE|W1z`>Jl<=332+hqsr$kx|<VZ<v5$H`d$xNvMf7Th7;(QNeL{<3C^ghF7btkk#X
z0hQ<Q^8a)A6%oFZ7>4<N!98W5ec_>fBH^8o*us6SJVhZ-?C<QH1>$Q_W-X2@=)5&M
z$V53csvuBq>10O~KyPpFigjv-R00T+^gryE0esdw`grVspII9lgRNm7dRc&H2cEY#
z?_wPxxX_II&U#~@J0M^8@MGuMdpcQ63s_bnnLbBvSLP*=zow1a8IU*geYyNRYL-C;
zYjWEorUZ%OpXEot4XR`~i>QL_@SZ#J--=8gNInZZq)wj!GXR{coTVDteok?dFLXrv
zK2IvcEhDa$6*(wjyQOX#(nI|E^EFKSK}}xjpQC9x7!Ewk!sR>_9R#aB7tfLXM_)5G
z!sUBexv7x}oz&PgSPB~-YvD+m6Qh$?AlTXKD2!~<g^pgIRa_^dRm)awW>#f{46%Um
z%FDFCA+SbvnOR_I$bqimvndzX*vo0&QJzuit@&ZYxNxEIywAILv3i+N-L8J7k|oDi
zL7V>o(4lY!*o_dnk)nbF<{KtFS#uG0Y;MN(>{C*&s7TE<FRiF0DrS+gI1tDf=|XX7
zVIcs&22sjwI>=ukD3e%YyqUOT5E(tG)MAuRoQLuX*0b6~WwUnK=EUNhHe^{B4S%m5
z`$SERBp*&Yg}j37qzk+>9>aE(VD%|=$8Kkp=~33Rt`=_XFn3xDX>BEtK81Y>{dB~F
ze^8$0IkTBqFETmhgq4R6_5TORGX&Sdr^uy%*9Gu<lits@uzMFpZjDJyuWe$R8_ySi
zPiJNEFU6en#)7z9`FOqVUn4?hd^VU-#XnxJtby_4u{V#amt;+CLa!)&fobeWSkcrU
z?fEccE-m0A(t@WA|F5S*Qx-ZB?J6K?*<TcwI6iXITUTt2m2m3$X9H7dlySEwG5>r0
z+W50cS;4pa_EKdmK?`(IvX0IX++t^dV{brwA2;md0&OfY9|^J<-3S|>L3y<uBHbnE
zm#1-+r`y|;o&6A`D-Nq?f?(sAX&F@K<kej;Cj4>3q+{~IDVs2E&qJ5EWw|Kf^o))%
zueR}+@EDQuA`#P=H+xghMKC3OK~eMyF5xMXX}8qh9NlQRVg*~XLT6=mhT9VvF3EM(
zV)kh@zkf(ib}$V<2=Tm22p)Cm$*3ly3qgMKHmdX4&xi1!(;+J0^{?>q$xlnR8bTZ4
zCrg<L=mk&Vk&am@Y5d;SwtvaVL_7B<E6fm91EZ-v`~Lypk$&?Z{MzqdmZF^1T`Cb@
zlGpqEwH10)$&#E}#Js@bpDRiz@CuHQFD<<fAjw8iI{z-0N}b=13QWlN=(q#wp3#C;
zgcpBuu~0#5#v-w$!A3(2w#XfbDkqT@C_bjzjvS}MuRfE)EeuQ1lRV>`*scT32O$yO
z;ye`*=eI1q!X~3#aN)@U1A!qeNI5~s+h5W2+x*~=E@n@~(jZgf@W6ly!qx0Ch9#Ye
zum}WxD-Bnn3R*_)rN<5{o@zM*L+(E(@lEo(gz6Z97oXLi=yh=T39f?m^$&c+3iKAr
zox4A8NmQT)AkVRSKL(95X?3I3nwb3C%^HObT_6zo;TZs2gq%=fdG||-m}1nRa;ZP3
zPgk9h4XX1#b{}8Ov`M8+{5*}tAG^Xzm}%ph9R+_(+8(EBe)D;l;I2+Fd0#c$xhsH1
zrsepr{{s{ZF7UL_nwRyYW+ga!yz$gdEa-QO>L5V7q8wF5j!+^LXl*j{c|X$@_L5z{
z<Hkr6uqlGzVb2{7MkfRPpWPpTrvM<<%+cc1&C%<xAV?KyKtMqEXefa5;>x>Mr+SvH
zc<IptGjqGS31#zgw7v*l;Jtg)RFtwQx@}Z4dE(H*?I%Ew#gr7%9@>D;%9-B@SKjq+
zoh~Ds--Memxg~}um^(cTZAw|-!ZV|W0fvWa_s>aUfRqto26Md&nyqVqqYdYqjefcu
z(ZPI|Q8DadG}G<t@eu=YhV%;x7naLyrm|=JV<jot!X4hg*yewm)z3d(t#3D4-K}+l
zT}L&!;q=~^?t`xeB*~dYVH)OpA*%m%_9Y@QHUV%&WYZ!b8s2vmItG|W8*?_qxbN>C
zmbG-cZ?PKpW156=YloptPS&1FY(e-?md{doMDVOZ2#jRWh;V0LKDhh=$;l1e7!-8R
zKRo8Lq0y!Cj0vJwK7Tr&m;;fF{)x=shbRp4f(#&L|Gh=rzTL;PPLL)$d!rKi_W#ZW
zZ&~L#$bS`lbADIJ0dHnv6qB*I!6#n17`&U6iXunWmVp?}<`@UxlLRvrgzo?MpjfBQ
z#HJGP*jXLwftE<7Y{gxQSd!2RpEvn<fonJs<5!>dMV-q|_OJfeuR*lg+`o2d>U1(z
zP^rS5Uw)-A3+jWhe$y}GikPySF^oE`2$aH&zXUnmuB<ndn7?3lcD~{t;~o>9qXH{e
zSgEQ1{6qs6z|e-9U>(A*JkgvGPqVgbz>c}Uk<7_pjDzQ~<_MZ0_P>~xKTfh$q!M#q
ze>f8LmByH+$S?I9Br;3wjw%n5Pwjee01ya!IusWB)K#9-6s3Ptn=*p~l%gETuD{UG
z|18%Z<>{WIRnxR*z!}T^Rg~9fVifZr4I0vqH7MZ2!%(kM%)-C)yfUerIbhqsnF3XZ
zxR<E$>yFJ$GdegI1-9Y1N?bKG*K4$>kgF5~7#`rXDh{E0gbKY{+!z$cnxxd0eT$a8
z5&cV*%kR|4&KHDa%af2f;oP0&cRD8zpUIlp{HHdnxp@yvRn+TfVkXOsm6wd3QS7-8
zrM5NbHHCYZEYAwJE%sCoH6`J|9x2nB*6&UkZ8pVfr2g{42)5TwFu)LD{&s5^AphVS
zI=H!cpCV^pY0!Cp`qzne#|&Tcn%!p@t_6|&d4`*1s^jU_do^SeU9E>Qi3RtFpQQJg
zhMX4Y200WD|9nvEd#G&Y>M&b)dRk|QSdVVzOP2n)IOh6-KCl}wSGW@&<6lt2`X9jL
zYtIUFht?b?UZR-reX?SaVaz{ob1o}QE~A}^-oOe`Sq;9rf&+sG5m7^mb5uE0x$rU+
z^|*lODRxxb3iAj*#)S|It1L6h#O;Eb3`jj)5H_F8t-pkXTt*9MDS`yn)j-qSSAUN<
zC(-;5V0C^&cf!*01@1A$Ytv~L)Vk)tsZCcgk`oY;W*Uyp&d?rfqKje3=0Qyn$I}aA
zzn2%wj|^KY2HFltKAgV@F5M6`=Qm#~<D?0Qdo>fNn=O;)Gd1b1*qS;kCM##GS3$2C
zGg@+u`d%IvJa0Z34*N*gwtOm2?0V#@TS3y9uqD1N4u|Lx$hS6}n|!xlu~>s?l;vvs
z4^X1g_IK-VP{0x|EK~3uH`;Txb_|Y|ih%;R6fQ%gSxT8wdgO_=C#g+kjgkes)i(w#
z4DO7YZ29t<%6uhu^VB<z$o}ZN!0pv27gSiVIitR6+?B7`$KHu4t|eTP?V)aq0gS2P
z<9zTy$lXaN11?2CDUN`PnjxP;hxV7fW#CUxF~)zhEs#uB)7>GH55(A7uB<JsRrXZd
z$<b3Xuw$n~S2KvG)b6wMCT<(S-GxnS@D^Yx3E9YNMyH~Kp+X|zX+U{7IXcGin21ag
znkTCj&Asag0=(_{Y89O5t%~Z$TpslE<}E=FlC8WawQ5@pB+GP9Tu5UmPou4;O3SB!
zpVcxpNAchFMAZqhdc-O>j}B1n^q+=(VG0%h60Ne5?oN`J47OR3_zE2hQb$Hff%Zvi
zLEY-qii<h2y8p^0*cHfvsHlvhQjL)UWj;72U0pu76FO47bE(TQ&%(<^L-Uyf9Et|c
zwO_^~ec_5KCg?Jy=ol*HlR88(|Fwi_0}y0!`IHtKT^<^@)A1g-F(f1rGNOU10_^$`
zQ2ugzH^l(~Oczq`XpYAh4)KK%mUuWCWm=U=#dY4Wy60{BAS~#JAhA>!FVxwU31jPC
zn3%xEk`WXR^()*gKt%ROzGOD;yib`abXYY#YRMnjwLPxBr%hk{?bQt{SvZGL*FBMo
zK93XzabR%4nC+Kl6Y=|&fDBn#!%SMJDG*-0_qV%$pM$6O9etN8prexSo37i^g06w*
zWtOc50ZPynLEbc!5%b64)pnZQLXx&n)OJGLUf+p_+%8O4kDRGPCEG3T_sj9zu%q=u
z=$_DjokD(F9tYNEp!Ak0Xs^zVXU74;S2i<34^3WOno*tR^Pe|U35{*EpbEnSO~TbN
zrTU~c7g*On>HQk))Kt;X44_O>_do`Ny{qpwdn^k2mb1B(bo8#OL*Xb8OIPd9j(Is@
zvjtGil)Otfj%FDPo)@!KtiP(|_>6j|+?!u8N2g>6FB{6_P?=(HxkDY?Lq|B4J#2H8
z8y5DNs@}}y&=pJ%?*`PyaL)fwJ<*JO=mnYT^Nk4#g`fBd#VmnTO?icBq{utb#%yep
zEI>fb6_7%<iUzrRJLfdk>0DY9R+c4%#39Mf{U^zy6`_-s`oy5+0<BDoAz2>%C4)B_
zPRSVC0QA^p1-<zz4O&&IW}QkH)(-8AehojP6_R8zvjH`hc(zXFr#A42%v$z(kClLR
z;LnK@u}fA1eu*}Wjk3dps_1Vns43J4fl1>}wkNPTRj@)J)BLk|@_Lf*hPMu%aqM~z
zTmkfR@_J8!!MIrj)Wu!<J7>+xCtg>B?4<f8zPrWqlr8)Qb)mSenloAH4@_1M`GoZe
zZN@Pz%5P>ndRP!sOuU;#<vsDcT)^Bx$KdvczvMp86W+M@0m>{FwGsZiaB<bi0G<XH
zyK4J}riL;0I?f9f|7n$Cns+S92z5Pto-eEUoV>7!3lDNk*kbuO9ep(@S23Mmaauj8
zET8=pi)v1e0K1yfrY~SvLmw$}gVys{Hz^5G#653Hn<@reLe1a%ul>y}UU<^T3eEZ@
z?b>Juu6fZ?&>?E^x>t9B@#)9#hm1N$GYV}(07vM?92IKCU!74lNa3H?ng0Recx=>0
zfyKKbGFuMC(H5*EZ304Vm)9F>zOqn(R%W-mV#R-K_I<MxE9P&#Xt^3ttg>!UCp;Zn
z=amXO*j~7MWJgVJ<0iSnk{|V=OFk$%MX7nJgeJ%q+4=%WVj76Xtk0n$&9XvNapmdG
z>pkERWRbrc>lhw}_p+|sg+|_X5}tUpShFgkItpm%2sCFZMI6%A*XDDk#kEvdU1;&C
zW0!=TiX+gI0uapJek*_GikQ%?V(?pSGh826U&yD_gukObS+M)uGqC-rJql+e<#9oE
z&16>A@9zdLORwv%Nwzikik=*<XM<nhkT`I-EpdhgDMs^XB9*hs$aS*$Qz1raZO#-y
z-N4fZlgw;6aZx&XAlA-Z;TIcI@Pk!;{_jQmjqxBTo0E<wB%}!Fu~fr^#qqUZ(uf#R
z{uBRXiiFaw_$;G$5o-qaEL4%E>qt<|?~ja#K_a=JUM;*)Z@vKI1Ixj!>313M<)eZ`
zB&<Jp^L7JE8*#AWvr1kD>Ijt568?Ds>dM0Zcr_-BHY5tw<bMwXh$UVoUh93u4z>`Z
zl?`?E-Xz{o5IhZzW1cD0j0xpC;}`@&`?9BL$(QAE_o5pRHt<i*Qz;Jf8`4O{ImcCB
zre&))g)1;9E?(hgA`Lr(U{=)BRLKBk%%E)7DMW}NI#dn_XGW*Ffm-wvMJzN#qykGt
zg}5jvlljHj`IECo*}#a(3gz9^+SVsx7NjkMoX^8c|11ZScEd^dpS2xVYqhauNB!g#
z3m^Iyfb8%sPcJKODZJp84rLmfV^Xv-2NkVYh!LK6K^%I;;U)sn#)nGIY`fu*E}oV^
zW8$gLsN0Ee!vnJ~Na5ZDU@rEYGSTQBQ?Q9QHG<Tx66h^_YV`I}-UiY^N&akILxq;3
z=CV?`3hWcDR@D2Cbf-PE1gS}uQBSw1CLN4~#rHt;xi?VUh~h9|Ux%HMQ86O1S@CaO
z`Tk3w(U^3*BoRChu(A|<)&KcOurCa%eVHYRs*jymua6!-HoV-*Gi0w<RHp9NO+c&G
zESC@e<1e4!;#P3Zx8TC;;z9+cVW~UaKq*(S_Sd7>>26{k&o}_M;*2BI?er|$08305
zNJ})tB}laLX?nh8bh!$K@2?Y*b%q(1sqm*>Z&CNAyj69PIp@{AC_E&nnQjC<!qnn1
zhL#@>&2Gnje>e5fMl{jA4uqao6(c0bCRROi2F>VK%p(T9tvKB5PVwU5hJ7%&T%+37
zI*n43A0w%KG)j{EP`*5$W#meud+VsNN}KUEs{*}xIH>MKWxo8k^ABom_rG6QnPJ<x
zC{cKvr=7oVWkDTGJPo3#x8irqaTY*%-q|1XHT*(?s~qzap>0wXcoqJ_SbNB`PP0PH
zN=Z6|VMFUCMkeuhAdCr(wV_Ylr-Q~-^9&^4e{!JU9XF#(tXny<OZ<91$nc5M#g7ke
zqlM#L`e99~AVVzuCE4JFl+{K?51av}l}pL1fi*lndNoo2%(O3@X9CpZ{u(dTwicY3
z;gV2^O90exAHissg&|A)9UA&EsLK*B;%JTYp1$U?mj1G0CYc-*jk(EYm(^BG%BSl5
zA7IGoCiXvo9M%rp4j#s_O6&QS6XAq^t}nRoRz2K>qyw41q7~s}(G~%&r63N`zFA3U
zM38iFpVCtSe}Rp$#6t4&JFtdtp!av|(t*P#x5MJNLB_C89qhNYpB(~Hi5AlK{)tk*
z4Ev2&uBF*ay&?##j=~j{ydaNhkE%DufQNS;wDvntIBmq2*o5cYNho>J)TM!RS+>lK
zTs*Qd?L4{CacvqklLM*rfwCfPwV$LUEh<~WTIjcM@W*Y$KL?iZU9FBzg1SVoDr<&c
ztnfrZtt|20A!%#sCbgwmdF#BO@<wbm_S0<kWj6KG{{WCAj(>MXpT<9n^wpz}4LAEs
zwGKZ}_&eOMv9@Jk7HfyR@nA}+#FYf+gq48jCpeJ0LHT-dpiSkhCSNvk*-Uby`JA4f
znu~kz=Si~;TASCujERY^%@_8&h+)v*UbUoiqgK>S1C`gy1Jl6S%)7XK;rqugm$%2?
zZnwq{PQN2ENQfebQCFVY>xg^X32ejZyJEOxo$5Z+LWEmUTIldN|Kt$2e%C%x9^mga
zac8RD$+Ki@XYEq;bc8wac(4}C*^1Df;K4!m_sqppGqW-A${}VwI`Io5Ds*$z?%lf|
zC~#pFBavySGYG6vlrH-S809Df??XdE<QAU3+58g>_ysoBRR1THMd@!xr-iiR0<f+&
z&ynMmNlV(NQ&PXy#RPs%eSay8xYe{XZ;%Qx`8|fVZ=1foTGRt1#A(g&8)7p?AboH!
z%T*dTU!7I#rjthx3oD2JChEXRHBEkYp65bGuNY(FN>y;Fie-uBMZGso{iTABqY<5k
z>VfGvjYm^NOf%;+*I>Y(!0&pJVF|GY)7~&qLlaKLz`itw&c)MPbz#SGATh%U%w$sM
znD?OMpnfL(Beh#9^w)Z`#<i08mR7DymTEfin8FCc#CtZGu__3vSLeVoF!a+imQ(Kg
z{>d4yFYicco(hn2cFeD<z#wuh`kqQboSlj)2*7Gq)j6m8*5BVglogymyoPVOlJ386
z8dqL@4_$Xghu0$p)1X{jI-7?yg4HY)6CI>bo;H)qrALWp-aiwK4A}oPTgwxQ#GX!8
zk`AZVFHR%kSr6stW^%iWuQ84-z!-5A*3^BJ?flX^kg#5pzxHD~WfyIQogwN+9jr7l
zS*yvzEG>=T_u2UmP-p8b_$?`13Dq@{X$k4YXZfUHMZH260KoUTx_p~h6@z>`_^aDp
zmt$)_D{H)A)%sOXSm6q@!sjoNrooQ}-y?#4|BByIO>=n)9sMNfA-wjRGzgB=jR^*g
zddSYnOG{JU&D*Dq6TnCc5sFe`Twb5>DGxsP^nCXwnZzRKQRJdD`<v&#B_IJC{{a*n
z?mqIwK%9AfD<!TO{{24p5zwfW8wa)HA)+X6*Nff^uteTAlR2u!go#L(KHRyz4`!H{
zsmA9G`+Yy8MkKrsQoS9yeaC{JIz<cz^Ke3y%D5@QzjWROEi7QRY!){@$;&XR?srIV
zNHbB|+rZCQ$y{koX1rq6XeC7rk6Nk1L>e*%{%#^M=%Xb3Kn=77zf^|*xw*9JYyqlK
zQ)JgB^a|c0{~q5kwf9kd(1ZupwZV<#x`(3Qqz2T+F{C*57r3nU1~#Y;*8d{uboJ_O
z4j>vNUm3xO<A3y_jF~Ctrm^mW*`U2Iw$m{tZYPUL&u?wUit2xRTQ62mpsj<`zx=pP
z59n;Eq~@4pedCQb8;MMB#dJtRHlZD6$l1x+E0aPfCDGx{@aV{1-P$za)5h%9w<67!
z+d2&p+8`R8_nnG~h&r3RTs<QQApM<wk&OHrL2y-J{~ylq|4i-w_g2b0Qivz6jS_(R
z?oK>ND-USTA_~Y9@TZ{uzvOn5Ao#tflo%u?J=SS5R?ZnM?Jz(~!in$PfDaRbdiclv
zc}(J8Wzw^h<{aP6<C_>}QBdYH#GerOqF&tB&PM$c_E_|W(Tb-v4Gy{uQ6zZg=pYP>
zVx6Q~Ug)x#CvrB@nC_zIyVq*y*zoNwt?$zXWviyHW9f>J+69>!>@ibv93l7gKrhPk
z%=7~W!<Rz1qpm6gX~JqyI)hqPxO&_g7a(YnUauHXc$@^OBYCP(T3c!rX`0@pJ5p6i
ztKeMSb}#U7uN}Idp%kCX53da!RGW;iKz=Mk{9QXbUj>!S{4s?`pVD_g`0ENLKI*V5
z1GO)G?NYL(B-#UW$3k#on*)eXoA4xcnzc!XeAh_F_#`9~)sg$wE8}FcrxkA663$E>
zwlb$fs~=rGFULtYEN@9mM@0`HY(?sHPmwl@kG;j=e3+{muEA1bvtdwTT(JbsG2&$?
z{t7Waa~>*p-D?81wL(pi5_oStazo4b?IS_-BHv*N3ezxTJv~Ygeg7zm+nM9;Ma{C%
zQm@JPB(1$=q(1_l!HEwq4{vI6<CAjdX5POV&CalM4Q*xTCHm<tZZ#+4(*0o8-?bAF
z@ZQ~*1QJRlIiiW2@qb0!NzwRTwcq$>Nfn`cnF$>9tgyHDwn@p71rvL&D!jM7j2tIm
z;9kO7=`G}`VIZQ4s2GqNN4&-!Y*CCRs=Le4Ir%!i<uek#5C^as;kyR6=eb@TPwfB2
z*X<)P;tl;4tH+Sd&h;nsXfN7A6qn}ESh8GE)ffZ<lid;MDVqQsDRRg>80Ka5qLeta
zc}0Lr8fl2Ut2WO{Wane+W#)l?2n~8=8%)h4$)F;MDw2<PFI@K!cP4B~2;l_=3Veg|
zz8^9XUVXo*F9dl;87d@u-o}LFgV-%FzJ}rG5E=E_84Xr{`r0|VsA(uft~U6ChUr0N
zXKEtjUzbv?U<fm_{qXE~x}FM{BWYm1HdC2`c&4bm%pa82Oiv>UCXod}P_eBNDvWX5
z?c_}%rb^MKt;)i*qJ75mI<bjb|02bOPLZ2{_>szXdMJD_D3G_~(54)kz1U;+SL2w_
zr<AaUfrUOne*M|jya_;nkg9;$U4utY)ANfGX^@!SbeCu1ON2J*#@|tByoe6w#+6{x
zusIDmNO!@-C3Vw4m+bp6E>LfD@t>2sCL;tiB-giJHBsV&7<Z8)@T8fW=Ns%v<eXPw
z<luiN+B+AhDGxB%ksg3cV$`@=$B*0e?fJIz;<sd5{_2>E2!T}hONksx*26Q;(n$4R
zU?`g;rJ}4-G-WS9I{f2@;{;*J5cn*HnN2YX(n$~7n3WO^cj6uxWFHr$=#sPFK?+OW
z9{rHIU?zd!MTJi;agO6e>JP_GVn%@74e?WMlH#?;zWoE4j;A{8+*ASuDTN%QfJe5l
zV4RrUe9-Aqc&D9sQ84J(%k&lJ>Gl$79(eKMafV7k^Mz@4Vis@O8_VS(!*aeTy9PKd
zO)<mQ@DId1IV;GwfFc-Avt)U89g!vz6!vJ54ZKc~^@Pb`w|Q{|l{~JK*&3HpOQj@<
zgsUrHKEu(fu$uku!wMQU{`DW=$oXmWV;1j3#TH-1=3P>k>E+(u#^%E$>P+AylWTmL
zg+C=NoKBuw7G^Q3`_(=Eh8seUvkZ)i3CGyas$~2@%Ael`U0HwPT+>H^Mu$C}K}{8`
z*t}DRuGi0+vO&;Te`2IH=D{#Ww-gO1obbKJnN^+U|BWV8YN_vv&YSO-3IBcLOTBDs
zXp?Np&$VY)e)x6=9S_ttN7s_cXCsfWN3GYqD*h{EDLYS0Mz$PLj@(m!m@+P<?%EzQ
z4Z?I=VowGmTi9Pbt@{eNq0kfiVB(7!vO5yAon=4y%E@E(FIrG?=pTBOt(ZWO*RG*Y
zR`B_Pr$*MigV}kO8q@Ukuf8_8)ns++Ul(n*-{e`qg+YR^sg3Jx5uNq^L?5Q6GvU9^
z-O36GP5ExmSrZJ%(dq*-qeBpjRA$u!TGhP#b4CkCCnX+Z0l!e49-|`41(FZ>0tSh_
zLfRbnf|#HvT+jm!vNUCl_Xi|4yA;vI)c*(I_`gdDnv&Vy5P1B55AI-YqU4rueV#Lr
zQ95)|h1ZV>fG%g&5i*Y)LX5@MsI?IAf3$3J@b#1&K-ketim5F+`R}UM`mH&(y+SPB
zM`-^OLntENQB{ga^MmR@qSm#2z!1Yb5|V?1+Rrx`?1O4xuBFJ4^+T*)Aw|*#q5Rp1
z^I%}na&x<51u|Mi68EfJS%sOdI@`W-xvsgwKrc!~v4f;7p$Q_8pj?yQWlC&nPS<9{
zm)aV1Ps3+*6~fDHU>I<bu~Scr`+is`_!@Kyeg?7;RS&&f_QII7W?<I@?yFZ_nx`8;
z2SHq?`F8r%km^uQe6QQb<RHNm{!`y7_erGGnkXb~Fsm`4tu}f`G9U-{r@ee*IIJf&
zy;Ss@v8C*HeLacMbzZ1btIY=@rW2y)xTC5`*6xQIDE^5bNGN*+1rP19!ehiX^tj&l
zdl%|9H8j9QG0ANtP<uIeu7@%Nezl6U`Mb7Mb?=XoXMo4iKTzG2z^MM@U}H-9{H5OU
zN5tr+tcvy9;GormpZ^^eN*2Mte@qWA(##%kZ}CDNak213`y6%7tAlw4=IN>Bk&_QG
z0^8H~-ePL}g=v7~**%hio?%6#1BP8Dq0XrG@hPRbZwH$Z&A@(wlQ(>QbT#s)KZBm0
zD__U;`G&+sx#QRhSk;#S&1|GtW$20)89v&{fYU}1S24u-sodC?KSIkUOfm<ZwLZU=
zZbP0syN`;j0U;@tj7%6mj>g6;%=l-3l#q^shT!#AZ$olMj5*+%rPaqNP6we2;2Kyh
z+#{_Epe#`O`#@TgLPcqf@Y;F$O%%X6a7K-v7UAag>?n9FTA=23y*ik~5Dyddn+a94
z_5Mo@RQ$(%%PrypoE8tH9fDHj8?zMjwu6>Xy$OVH$lU~Ue8u>8Gp{a=nl0m(sh!Z_
zg!R?Hwa~cxcao)Ue;(f?NQG<VsLwv$8?)d4m%-LFTDYrB^LqDPM*lyGGMKE9PT>^&
zafq+N{PB^jO8VD2l_mN4?ZwX|N$QzkbVp6pbD(!@7+MDdedrS6Uvvn?k3NquuzwF}
zEVqn-4b<=LOf!TJlBh4lXw+XOji7Xmip{MH?jJx7ATD4;=NW8BRvM9uD~tVi6*-ML
zM7i5|ib@Rd_CW_gHEmEcy`mhe3|>FIl7kn`%J$FJQKks1#!To#@TqQmuYNvZn($DM
z!K5KS2oe*PZ~%JhcHS><FXN@;<nSbhIm6JB80L`_`zFPt*5vWlL8f1V_C782RFru9
z1_N5eeWvhaQv}I&yQ2=DH!}p#1~`yVMn<~26x5mPU-ef@<{0Q4!Ggx}loo=CJ+QsL
z`v(n~%Wo3L_^!mitBqF^TeaUUFv-Wd07xi){vySAbPBG%P;QS=bS4csgTwvj{-)t&
z$~x{sse2f9Y$P9(!fay|91;8?%LRN9q$$>C1)*nxoemzi-bXbs)BV#{kCn7Fj2>SU
zchAy<qh@Pg&DpFXSx&-(@FRwylfRAYI7n_#Sk6a9NSi7l0wG@gN)tCq*)>dxH#Zud
z@A_O3%J6;@%zs6me$PpQCyV&}fmZz{X6`h4xW2k4BMz_Ia(S+j*m%D3GS2eDV8sJh
z#Nh1>Y6br%_Yb>2y$M?F2WJu=QYU41Gve62j-Hp-`;p^!f_9U_NDL^8x<Nu;>+2zY
zmvp~#nQYV9br3V!^0Bdxz@u(uTag<Ap%E_;%4}4aR?PZ6)5g@UN+Hv@x)MJb@H&sw
zBbO#Yrr6_ry_LS)gF=F48WK9(G36XobF`q=F4MA*SNjc<dN7Bj)L=d~uK%ZhtVxB?
z*HIFtqPOe1*OO3?Tzxrcn2}D5=yrIkf1&JJhG(Cj1bdWPRY?s&D8UrJx4c_u*OTA=
z-K!AgjxkO%nKq}1h5{V0lqU>A#Pxt$7_;7RQ>Hw+w7o#grZ@5nvHy0h-PGJsIzrph
zC_<(u)bY4MfI3D?b9BGXY%8yd4J5Rgp0##|%Oj&2V%6Rw8@eNxVcXP-#wGn13(%3;
z;$a}!Jn^nG*n)HOv_c;4_ZAUIpWES0G|5#-DE7yDhYwgn<$kBSBdmkM)6l|vC!M%M
z;9zSY)?Zkuh01H6RlGKf+~kr}$f7FyUMHBW0>ac{l&b<}a=hI=Dcx*_d{*B!;7k%?
zB`%-%@g)GKt4pd=IV}<LS=f`gfl=Ayu1F>B+0~NU9FXPn;?$I70Rd&*LJIFEyCh~{
z5ueCE-Ma*+8h$6z>IZDdyQ4u^Q_0C*u?S}nrW(C}x3Ml8Gxr2HWuKjuHp=Q}Pbc%6
z_v{4b2ywl^4n6Is2P}KKp(!BkM6eEGMOvQH6F9`9w9dxbtnQGqB5FtCcJx;tBmY@<
zs(d2oe2EWx^A)fG`5UC2L&*K1dSpd)N$tfvH;JYR$Vyq9sesQAcppECbB%Fbl04MB
zK!$H-@iKldboUVnzq3e6t2POmNkJ{m)Z^ZjnI<tQ*zMBWSwt{4T>dO{!Qti^#lKGG
z7fWTkv_6A@;7&xZaNLjSNdHj=Qdg0;l-I>ghf0@E{NXHvJD*Fhn#*~LfC&2<WYRGp
z?3p<CXYI)eC#W%M<d}B7IBImwA6W|V;iqy3aXXD8sO-%N#e+Z2naNEbDwt4fjey2x
zWo)HVH+AdHLw9qvY7(xcoCk2$-vAxSH59Umgt6bBNZnyadG6xyy7P|0w|#vBj^<!x
z$*Vr2_<L^cU2~mVVyxhU3)gH_AzJ}ZwhC^m4*KzieDOpct}!^&I;3FqFqD@_r6#rD
zBu+3>(&3T}Nv*HsqwmNKXKm;YYGcK`8!(J!+RFi#v<x~H{f|PX!zk`@cEkI=02E>k
zhbvcXM@J{yrue7h@=Bg?opgz@;<o+77?>^k%qYst@8nS0>r9VB!ED}|RPRMG=fUzo
z%|9TVYolO}$?T<gi6$f{*I$9tyijq?Q3Gnm=;h0b?kFMudQac(VpW^@^DD$-AS_TM
zy3KPRg@)VEw*QsbP?9IiV**7v2;EDT$lgC7dFMr5kMuiL_uIqnr22%g_as?;<0Nyt
zA=8fh;a}J(p4G0nhpzU|*bLbWsv-bX(i?aE|HIW=0JYhD(cYoB1$T#_#kFV&?h>T9
z6?d27QrrnvC|2Cv-HW!kYk}hK^4|1+=bO3nF_RgX2}7RnWS_IwS^Kw~n8p+&-#J|^
z;Pa9#8E1<kcWmh&-^PBBX`X>&xblq{rtxW#{V-nq=clOKS5`qR=imq$r%<W>1(ocf
z-GH*<VJGn*(9{<hqjM(Q+8_h*zaCCzUzzMDkcuZ3n`74<W^>7hE}sm9V31Pp6i#$O
z(z;q?{pHCvc;Yp1tpAw8%vTE%$9z}io5Ne214@P+k198ChC;Zdhi;>WkB-sZo`W8K
zx!I--{sB$3ZVq|d1N*^p_r(0lyxze(rU>3dIN|<9mqsA9k98X(?&ZW$NFL*R8u}1T
zaTC&BY<^(hkCM6o5THsSBd;J8$E~84wBy*$+QWMLVFW*{f>~#5d~)(^vb(BjxH-OU
z&}Duyqkxg1Fi83Yxg#Lp&1L06pD74nVkftqEo1Qbdc1b$IM{nqu4KpD;8VK<aGe;M
zrhFi&4%8UT2NmJD;XYr_dAvK*%`I-ty-2l%7}^i9=jS^}I=Fha^b2))R3h|N4jz|T
zIg9)UNK1+kz(467YmC|0+0AKjf-$R#?S~VQPI7$KTIAwB$R_V~xq+$q@=$6`2)Tq*
zG2$M+ZZtmpRYRC?a~OJBJAS0d;ZOGd%B0WWSn{m2A-3(=VLM3~C?h0}Fkwk(HYLt~
z%`e2a0dhfgy_N&<x95(R&VJuTZw7;UIqlg@A4TQ1Q==n30xxgNYC`~G<7W>>Yrczx
zg)ZVU_Oph~peyz#GDkLNAsO)<DBvgue&fhr(4ecT%<O68o7SMM+{bRvo+r>~3aKbp
zb%r6A>bqK5Xd`1odKR-*5Mq<-ll7j8J^Sy-6AdpiDLmL1fi_QU)N{U_FjlZjigaN+
z_w4fLk<RrmhU5}$VPVP${O<Kx{9nf@eP7Ng)KAY(jZc1@w45|ViB>;b?xIoRZsiaa
z@)68y?4vf#Hvx)xTVYX9iaO<kbxJY?=FxhjEav6rkJoDO)R|G2=PRM7!6zdpnJ42o
zcUh<U(afBrsN5y9rqFjz4$(Wee^a?_nf@|?D$em3HQ7*MQR^tvJlxPI>r5`HUgJ}g
z*MjcF?hT_E7MB2~!3yUD%T@yS>)vcQRjm)EbGW#cKT~4O>Lmut&!|fa)l&JZAS>S#
z(p42QZ8Also{)c8ZOt~nayaODSDMz;3ljtn@;VsSuej(F9IXv#SlNfFR~LOEzKdI2
zWGj<Jpg6Xz|1l{<AhJ1w?9hy5UTYb{1Q|a4Hj&K^Xmx}nVGQmn%K0)OW9#*`Km8$`
z^(E_4&q;YL-)t6M6*$G-@mZq@Ti6vrzVqyRzdzY4n)|a-GwMaAj7P!xGKc#)d+%pO
zSvrG38FWeayN0Z!$V7H#%04Q3(xp3|zidwT-*TBhTr{0uZY~Z96P9vD?gSeALzajs
zCt$FF?Pi&gULMahD&S_7cEyi{ojR@9`N5szR;R^5ZP+}Zr{g*%{2#W8rpr}3l225P
zF2JhDax?n{4HG)oR5Yd6_&8E8j1ncJ=0BJ_J95+^!a}<(aGhDfuxu>qkTP=vGPjl%
z4%dIOYl!p+R(v4B|0lth)(;GCbh*Xxed%Yho(yHp5w~DsKd`&rEVO4S-_t09N~8s1
z)DB6v#YON`S9$NwT27Q3*#vR=MK06%dw9+rpM{LhI#I!=J`Q`1@sOS$nDxewL9GlM
zl=&rqTksy(E9jJ8h5;;k(Z$Rf_#W!N+~FT&#TVx{@aTa$K#8^R<{p*65394YR<vtf
zz%IWNzFHemN`nNdZ<Rx>!JGLxFjk;<X%eV3M)>$(@9%?tj`IQL+)gTY(O8;dsimN*
z`v+G!q?5Z2zWdk>+^tT<NR~bM!eU5K>nQ^?XA-dd)6pIPbho}UMtT;`@3koc<*8Pv
zQ8Z5Ugw>vv!17nTI;}pVinI><sCLkph!8S%a=Hj%ecOGZ@0(?|`6DNx#crhO8RRHE
zz9jaPg@tndf(4(h6y^mVzMPwNM5V|dv7Qoc>S{sH!i369L?XU7iahh@IXr2sPyy8>
z$z%iTY~>&)sd+&r06tvrcB6@W=j1J5K36U%2=G_Pb`$AvPG-R<Vr2eh_nm@nR@QSD
zWe!eu9Lnv{@1#%Fdub@ND>g*3JCuQRXy69d#eX4Yt#!yy0u}M^C=4G$1EWV{^48m)
zZcD!Bn{82=NC#7|YB>4fe^@Vc$6)M(%`fpF@mx#EwH@|=aflSa2YXX@vo{Zdrtg$|
zpY9Dg0Z2IlPpel^p)irzBxKS=Y&wYQ->o5!hZmUb*AKg2sGS8>0}Wlmz=hagg^>`_
zLipmsH>;a_pI_nh%}$Yw>2j=yg_acvatJW@U{X-{(pvx_wmNbRR)#vvt!Qp4=;dSX
z(Ww7N9b55B+eK7pA)&NHS7uxHhU86jnfT+EKW|;X@+MYrCSQRDJGD9n2ZqH$M_<BV
zuL1H4m1qoTOeu{WRUx<M6vg&rJjTXt0tkM25i8lh4CO3MesaIfdvpFYVFc75%_5mu
zxxVPKWG&4#&P|Pqg*+vGNqeQENuWF9qU6+8RDc5p_<BS_^mbLD{M3JqWjGMzLRcZ<
zp0~b-MO_X$v|o{ta7eJ5=v)>y(`&|1ppxM?Lj7~$t!^+Dq1qC43?)i^=5!5}QJhI+
z2ncz3yO+~RwkCHBC2`P}6vcKZo4=*G{mu7zQ_I$&I}t`#8WfFdio88ujKvXT7#O&D
zl95o1@2+V+FPYpWG<wMn=#d+jGj-zr_z{YuBnQM2Aj7NSfABYhod39PIXM2g(?=h9
zTva`>?jBgR73D0IIMhX1hb>i<m4MlIJmG3x$n`m(-S16umU|0E!K99iuDQsK)nlos
zy}V|XLskqh+5z<ushJjM#i1OJt5-t)ucV)-)4D>7Qiex`ZY2FUNXsKA;L6vcF~MI$
zcJe-|PK1obqUKz)x2~vEFB%(Fo<Sj_T-~G>S(cZmJ2<GrV34VHu0ua(BSAL0Ei5I8
zaO&-rIxQ2?ivTDb<U*bz`-$Dyu`%H4TOAXkA}d<ie#IrWF-uVyUbvbBL@r)9#u;~S
zTuTLq&ke@|P5#lC*%hH|Yg0Y-JwjGzzsGS19Cg!hgoFr6ryIumI4%W@WEN<pL?)Zf
zxXslss@LoVdc8wVRvmyw*#Kfs%AUxLkgcV{DET6aJN$^;?uKyRzAL%5dsO2%x7D~o
z)aY5c<{Y#Nq!SZ!?P9ss|D$78YoJq0Axgs+b&r{3kCj2$zKD^To`lp@S3yBoY9A`k
zJYf*p>r#zXS-{{)eydrSOrQ2V*cgL5fiNfbRrCsLo71j7QO}!FB)*(Ng?*OpqgVaq
z_K@@6@*qGO*7me_!F9euT5Vw&s7M~7AV)ihEl%A^(}W?D*DG&A(MKpU@@Y-K^cn`S
z)P4-k@%nY-lR||Ur`eFq`({kGhA9*onQQ<IJ9IQoE7`@t=i-lJ6%K<%q3L_@*Rnam
z_vEsX5<;0}StQfpnn20D0E(Z&C;<{hAebg?!kw)67htA56#~l)Ue4y}-}Fk$mc>y}
zx-AhE<!XhVK$;2<d87fd?pbwM1R#vJ`J`BOL7xZX@on6){ui!$%^$df7KL+A7(k>F
z*F4nk8Y#pMAR*^|q^lk8q@k{=NUueJhsUDS*bc4u07%9~VgK<8jj%+vGE|nZDPr-E
z>SIyB{lsmS0Z6LQNtSOwW)wfC5FQi(e<b~$NT67dT(dT2k~1@5sce@F(>JJHk+=Xx
zPKmUayYL4k$xHN&tMGCM136u`6@#rOFP2{{^2+dWqck(&l2hNSteDtMsQn^BK?v*F
z5%Ci56}JAUlR?Lc1H+zE(U%_(k%-J;83K1VFJWb@Bszq^L2qiYb^g`w$9p|iAAJ>U
z<(*}>iB!!3dC&_jt!k)4;2*&^?HQVsU<OMWbyB;MPjiua!EFo!ikPd_t8R9;=3p#`
z$T#h$o0tMA?EV=2PxtZd0@co~ltnlM+Asnr2NB2i?id?_n(l8xfqNsKsWp)#Gd55H
z=C{|t^g~qX{rmwC8z>RBEA0MO*UC1lGp6q9BPjgR*=g#&%}}7r!i);h-n><e$@$`a
zgrSLkAhH`K6`4f3*Y76%cMVREla&BbH`+N{kY44n{`XIk>{Q&7Gfm^n1r$z1f-N1E
zNV7^tpgIwTmMkc7Fqz~YbQ>aOITElw95`h5vG~ht`$^3c*YflZMFLD++g_CU{BUm?
z^BMojB6j9d=+Q!<cH&#vPxZ0a<Ivgz{|8ZN2hF|ryhDiv_Q?`*9A-(S-C?T-nS(I?
zLqEBnXissSe&E&3!#oHZ{`mNiN_tBV2^|>_Fh6kpA7HH^`o;QGV;x4I_m#5TOlWS6
z`NRJ;&^nS6rH8D@AjLs3DewR|#%Bo&0|bb5e7QkTa;WY!6hyh4W_?M5tq)o-jSW8(
zK}GKt5%wLyfK(1qf;qO_c@K15m*yUDLUOkUj4on@k9pLez?x!1{6xaZO-SO0tVavm
z)|A7RCtB(l1iaaykr|FeH%@63vRsZS;+5M4I1^+h>i?C+f2A=>4$B{@{gsw_24uCk
z6xACCpmyu7x!iwgvQF<>a_#P}dhCzRwQIm@yB!~XPsDEX>yT8|3k#%*ndfLP=oUP}
zb&iveDKgScC*<?8lMHnA3mDW@5qw(Q^VTZ{ko!9j?|(Ml@%J}H%aCt+%9TLk&86&^
zt?ryn7p}T{IN8J_9#iMIf_XVWS;yEa9h{40mn}mD_`#xXurTIyMTLygT(Y#*mA5bp
z^-rn=<w;u9iETU*SIfoJlrQxsTZKtx7@rYBOF0}ve|B^BCKm8E4OeYDX@`uW0Bd`&
z?GZ5A-0E*~aH8a@3X{aZXz8LT8KK1x2+ug}Ng-32pc^jtCe$Oh5d#y#SVCNqn#!ZK
ztQ8g_Zura`KVjg7p0t5l=N<oU7>CyNqCDlfsZ8Tg9=U@vVN(J5K_WSO%Nn1c4Z(AY
zMpijWO|>8gE?q6WU2c>QfdZ^hjRFYa7~_-YJyMBSVH31F2zYOerL$@&e0_IG{^J9U
zkB0*7YSW`l%M1ZYMjZK?P<MH_GmZN-8ki<zucC|HWC<}JI&Ecl<UB3e(y>V<u|@e_
zd6L%2%;|1*JOuXtWwK5oT4ZnksYs#I!XFvFC#cgrX%}+l6$1d69v>ibujOSe`4}^&
z;5aqWasz&08MXBe{zVPXXH1=psL=y|Qq=FhPNzv9EJf*B?f(x@$i?j13pYJ*OoSr5
z<Rc0B9(4UOfzPC%ub6T?DkA~u3-8f^(xqqKUcEWr6jidnb=lz}>*bv12AE6Ghf$mY
z736>E=nq`SAW)oMzjQnIk`CO)$Up?ckCdz3aB@+4cp*pwW8~1_xu=^;R7HcM032t^
zenz^Xsp+7rp0&uBBKkhsfox6?7NrXpKhmFc=X-sc9iIZ)QJ_=at#_;V#y%^65Qmy%
z!)06<*$`h6F7F+T{%(M{l{C!uKkTBht}nXpm&t$g9-)1En~R_Rt^W0pr$Zce7iw{G
zAOCiDb#Y4JzoI^{L{#!luf?0aEsyX%TvBAQhrKK51O(24JO0OjfXm1AP#z>4!-2Bq
zZ!cYuiGzPBQG8*4jYaKG`eMm3UK<V)7Nw~F-&6!+ntid4P#tPar;Dhkmk5!m9CE*o
zXnHUZ70}aBQe9_8IZWs3sQl=0dPh4FUWk2u{5TjEWPEV`Qt+G2-cHo{>Pi}sPP?P0
zM)eZLqiu{Aw2aQD#`X6Ia4{io#Qqabp*+2}N07J+&y;c!yjzpZ3;^`QF51u)0D2br
zjSa@dm1DH@eR`!8$acjUe0@8H!nT%@-Z8>r>c4h(V3$wRy<uJ9)nT!4T6%N-E-ov#
zN4;cZn=pjBtt4*BN*>#<A=qY7O2;Gei|&@;%x;Mf<5d6sYFRuc=O$a#_3d%G$)t*n
zo$6gMnUlloN4aeR=y(d}-{D<f!Nr>VM#&#XNl=`<O@DPeqB5tr^GEl~So*_*^Voir
z#m(bm;uOTl`GlW4(YqfqBLqhEcZ5=d1s*zO2O}4z0If%X8h><uSaAk01_U&<R5(;;
zqjFUEi$8*Od$2-9gm1T6_i5e>;gj61-1nsDz0#G}t$pOmaE-fr^bYOXlsiMqbi`_X
za$v;@9l;qqL>MgPH1i2C&Xx>I;PB4rOkK=z(R-JDSIg*dzwm*=gC$v0I`UVrulw=Y
zMf~kB=gb(5kYz`JUvGTNpmh*SEz*;~=<qvUQM<(^OS_iF@#;<@tN|C)ISr|04g9Dm
zK}~*UFTjm6iYU1O@%a?-4yl1<D(^L6l6I86MP=ys7UgObCp;%Au}_d{y@qiFY@O!q
zJ{X}~CVYqL>yDev{`hwq+axi0imkI$bnLu)iHNW9tJ}_@=<f|la_eb<#_nG1XFCC8
z(&nkENzD5Islnifp{FDEKbUv%@nt2M(xR^Wps)xlq+UF;fk$*F%JA(e+Tvjw2wE~@
zJ~b>1ocYr>>t?iGHKe+bY=!qlxj(s%M8ir0#9#*2LC`&utM#Ol#W+#q)v}m$_ofb#
z31>hnw|Q_MQpgTTgz4D)kmq>qI>#J*i3Z^o&b2OH0`u6j562Y0i+lL|sX^bJb`eOy
zay$X;yK~PRC!g=ec2(;+C>4j8=@(q68YYbLsV-VVzFHTjYht9%G7=0}PDl+xb{bua
z%Up*wN2`?@HMH>YXXj=EKYz3^ZmektZ2XAw%jLel(tc-2R6JciYP-n>m#dp{u%2F{
zw$cqa&8O+nxTnAZArec@M^lz2fQ{W8@_c#$hLEQk_T7&ZyiHQs8ryAJu#2UP1pI6b
zcckLBRaZ^8xHUDD1zxI<Cs)o9FOX#`<P?6b{Jrp_p(^iN6MLHLyJA|aX`^qVh$owJ
ztp+lSOQ-n_&xR^NcJDPAa?tI#6Q45tygwTr9ft>v5%2SM1@V9PoG)A;6^mJl-`MHk
z)6T&nwl(7y&Sn2>dVBHpkCWCwI$;F26C^Ye$>7O1fidvLbbG9F8_iiKc7W3ac!xki
zyjdb}UQPDx+gC-EJiw__uKwYp?C|vR<}>&;*}tyUhuD+CSbiX9_HSZJ{Ikd~7mMzP
zxwiV*Z!nzTch@Pdu)l2{&`}np0%^@?pV99u#*3Y(?@LM<^pcZ-()lbC*wSaU3i7P(
zAV*^2mmjAv5?zbMU9+(1=>(9@@>B$G+}89GW8Iy2y+Y}ygB~Asd+Ha9n<If^4c{<=
z+vdKN4AF|v{DfXJ=AGK6m6;XjL=+*LbCBL$mRQz+!Qwk|QYjAEE#4ViY)H=C6Pdul
z>?iM240=J$(D{tRw%OFX)!kV?KAn2#{t_~~LDJ{y4P=MA(^&RGrjkyN>!Z~Uoht{Q
zhXuZPEWczq0ii>>giR8QF$X<I4{Y(LqHghCv0w7%`yIw8aKE0D9QA_d5-96dywxzW
z1jn!#e>Zj<Q^<!-qA~Z-Iq_3cU&YV%7l$j~!iBzw+#POHSP{;;R1)6-+c=0$(J5}f
z_J#WO%zp&Jq5vnhNA0`4F5i?<<ms6iA#e|pYWHOR{$CCf&`jVLf?i{$Hy;_Rw0@eX
zGWAwwTgYYdNK8B<zbPL~8#I-jmK?$Lgt?q}R&g^=boLUwlY;?SWlLhrD2?>`KI%k~
z2O~^-Pb&qdW+6+>SIGz08{LhPoQ*O@A9XViGMHz1Ial=LWL?kNS^wTUV;Kx<QfAS|
z#b4}x_Fb}@uJON=)}b+F0dckc&Nv+(S3afuw5!)>skId1<&W8J*wT~`=E;^I>2qR3
zjtU?@rSyN-9d;5<(rQn3<cO3wycR?&ejg_r+4XcxG=$%|zE7QaFp`?_aC^1m#)X${
z^*a(oc<n$oy6Hc5skhdEpGXc<oIT)`yFp8`z={f0>%p?+Re{Wn)m85s19qH_Jjb=z
zYk?4zoXzNi@`X@_gRnnr2Trbgc$WxY@uR**{avvM#3tu-LYbfY1VTnXEZaEgjdSn^
zW)bgP+o_?@I}WCScrc~cFe&1zpK9ZjjTrEY6(UK3mK(1SyKu-;S@8$4ta3#f?<5vH
z+{lF}MZJLrF5G>zpCkC+9674ue+TmrWms}$fYHn&K-UdA4<~~U&OeMwm`~%aCeGkG
zY!;_hq}3z$zd=cYnAw|f;loNU-)8~X$zAPaR-H{-*pQI&rn0+#aTHdHwWi>njJWrb
zd;7=KmR-_UTl<vjGf^`#BV_S7p85Hm`IX%DJ^T7%KjT014u0raA>?B3h^nAhN$)p6
z4X>6uquXJX(bF_9$Wb@|X{cxZm9VX_1tihx8Vp$iXpBr>^FKBoEMqODd}ZA7mf;9@
z*=(tFLRC5=+hP?npP%SW)nH;tr`XB-3vIXmh@r5^I$n~=#n+msELG0Sta+<Y@<uD#
z>Fa-2ahH7eHTqfpu4_nZO?@z<N@_Vub0><I*g<H&+Kh=aTMSkbCFMa(fGF<%VkVM?
zbbecClRq0QHp*$mDCyYrS#~A*Lsi03xrfdZc(N>f<St^qt=dBb-B`K$M?>~@+b3(;
zlXOeG1>t}yD(=(s!cGB8=DFo8mLhV;RbPr@6t;?p<&I@xY@I8rD9opcfp=c^c7&0i
zJKRpA?w0Nr@8<4e^oKX*>V8J{9Uj|#>KDNS^P7DL47)f=Eu>9LQ!F|6s7PUv-K=BY
zZLY{pWkx9}IVmghK@9D_6yuaV0*)-Lax^^iAlKco!(%phTE2_1Hs#b&Q2rqi#~=G`
zc>jRJL$<ZONVaXBMR3|JJ3w>zvx~kWo<2qVpyuF?3zmn%d<6{qCfgdd;ns+QX$|1Z
z<IArCyhEXmSGGM1MOxc^Z*|#rCG@W~x`KHK{xJX$0kVevnK06khLvJ+NK+|*%K1-R
z(ArB&$dBi0k3}%N5rq;DXV(Cx%ErUI)(#D5tVA&FBkmG@@e0uDi0+-g`AUddL^{(_
z(6(aR+!cBArnhDr=ydO;N%&=QD=%_1*Ss(G;TXnd$zCdh!Mm7YhJO!cl|X(9I)0@H
zJG=AMMVejfpCyGXLcS4QS&trElNXeDgIqqN>B=;=t{kaK?5v93*L5*`h1s1S_I68q
zI+r!GtR^-^8fN<u*afA<%VHGNLW-C(08bBr)CS*wbbAvm^I3AYY3W31v0*c-t7vC&
zeqe<IfSBN2rCWexP2Ob7d~ARettfe=qi}gtI!-W#mlySS-WgF;NmwYI0uCD-s+=4g
zvq>)!1}~jz_+|Z=3v4WHI6x#|sQM{Sw`J_5%@1uiTX+DUn4Y)XmgJqDT3^46#fd`v
z`C@8I{80XnQ8+pWIe&facXw=O(X$#s;tp6eHvuqr3ifInWC<{oVbh_5g{2*r*36Nn
z9lu+8Z!u&C!#$XnjEQ3ieLQ@8b7_En7d1HDdz4|pCf6T)<==BUAVURbZTM5sJPk{u
zv+KY;q5C{N3`2Oux*Ui{Npm@jQO0DqFW-#i7=iMmzjBRgFrsPdA2(rMF9T$@DYU{@
z-6`3ZP3C&<U*0HYh?}PP;XhRIp8Tl`;Mk~+qV6R+VK)QN1qnH~Ne7g5y8E)72Ot*b
z{oVe>JA)a!PbjCO_aYU*X%$cm+e?=lnZP*+iF#d72S@z^BSMs>41^Ztq5qU#I$FP{
zqfuC!T=*e$*zGtP)^xGvg(lOM0}qN9Ikq;9r`Qm1hrv1*Qi+3+k*vy`P7Y!>uwT>_
zSRGjkkhhf=67K1J{Qd%%53e(bzCFy}27L#%98McUB{E5KDI6~LdI~f-<*D&F8EN>(
zzTAgFvB_J~ufnSIg7^LX0+})!!h>MYlM`O=K^DfmJw%iB&zuP4R}>rkf^J_C+8Ecj
z{|VQKw+G|nsx@B=!no*?teKIiy{(3+T|WY?qsyo_1Jb-3v9)zBq(@s3vRYk%Yc+vC
zhU^avR|AtCBAJd}jaNNzv;biLVCzO~asM>YV@i}dc~`*2rm_B8ov~5ZFGy)&*Kl{c
z9XfT$Fcr4AP#+<eoY=?dWAC8guI(_KN+}p}z?$s$%k2W}y^OL&{JHA8)Ev+1<b=Gy
zgid4?fxX@BoQ$%7Qf1~w__=Dl!)P6KpOu%LGEowTwe--jyUQDlS47{mdT{F?`WuR4
zcO&YDnY)Y72tXdVz7)C%2jj!qSv;7VF7<ft*lBts)ocvI^LXbEEFh*<S~>!2e6dEQ
z^h;<6&Hwe=Nh?<iERNzm89W#KMiA{3Lww_umj27JH(SY0p0{<=admJJ)(7hl!8q9N
zx7)DSOshM!a%|~f;H^K|a-HuFT(!Z1WtaVWdGWd}1mn_y<ReXZ0n+t3`YqWiTCTUp
zV=R*KLDnYddx1VA*wK+0Z9I7VM&?Q|_-aOIstq$c3Ue#<=JjUwwt)k`gt~H+qM<<%
zr?O^!Zs!<@>@L`RiqMKhBE0LGoJ5>Ve<ZyoA&e;`rTfIMJL}~>)*Pt2MqGEd8vJ)j
zaDZ;UTjGPn8B3)=MC-RtPBf53p7$hI3KsL@W5lTS!@99wvAHKn<k*uZU``n4X6A52
zc8J)kQlhF24QNsVVtk*>o;RRHCuDer-kg(MU6AZ*rJ-z)S;kJprmGqfu?<nZM0~d+
z_(m}7Ix3Z|tqlRlRV1SY(_~C1gK5t+8(Bs)(VM6vW8%PKXOw4(pr#AVgmfUuJqo=?
zRw*)FR!j&-s}*MJoZ&g4+{DEG2>>A#R|g>+l=92Y`m9nl+}S=rtrBWcU^b)0-u~5f
z+59i#PsQ;JDu`5D3somzm=Lv(d4SRXtlB+#h{i!FjNV28HxOevN-uDwAvsYKnuW;n
zN9JJxyuG+osNU_$<}8~K7-rifB08X$y8LNTk=D+tII(z~mB%WBIA>8t-Ym;eF5bI6
zihHlz{4gq=9U^ZqgbgjCJp$cyW#B3Y)5q->!?G{UhY)B`-e=SwO5nn$;w}ITQXId1
zRCS@kt|9zZt|yxwF$M`ugtQlhY}+BO=&5drQzva`B=;8>`M8c^wN$3*YdEyWSMs#0
z;<{i=nAwyh7yZCW<-C)BVJT&1yl)_Vw0EUhLQgzdvo0Da<oxr+_3+>-s8Dp&S#fE}
zy(K}$I=lA+DOF9%%>s8L96b2<u|~nXTTI-~J-S${-+LCS#>I(XY{h_{(dU*JIR0_g
z&XRLjq6UFxhu==#l3mUFtRA-ELJuwtw{@hK8`zMFN{!2uJ!F5c6ZLamL&M_+cMxJb
z7yO^-=sLQps`C!`u@yfIZDL0OG`95%#-hptJ8694B$KtSHy0qDzxZ*r>%X#=Xbyj{
z5oN26kbuQ8e|~2DBb@#0>G<}b6B+XI>KYkLjVkKFRC!)?hRWZ<e~DScREaIk=p76N
zPu+()`9H|V6zGMB|M7HEJ}y+}J|oO7EJ}s8A+%Cc>KU(hqOm(!wp<@$Cb~`_P21s^
zkrN7#-I5-`4>eK4=jF0KtZJkSh8YEIH(713A%3y!b8ZrNwIxAL_JNsJ#Ng#<KbZGm
zUOamF;i0iloP$+8mv0^N5;89TA20Ru|Kp_&kX#c^|Mns3;}h5JU`(LWPFUcpI}9Ia
zI8`hlA_WWZilKy|tX%l1Ub@71w{Z0(7dNS7Oag68{@JAe1N^EB;JPa?TnYG%m%h7R
zC4>TVNoPMO&w&Y<=xQQr=B}da_Q({&Fl{n;c=}}w{4c8`Ls;Seu7&3MVr5I>)ZO+(
z=+Id6lf+2Zq`tNsnW4~%yOkt_zqS2c2tksbkTn{@aoGUy1$Vs|-eVmWRLURMh<Y`=
zn)U+3{7u4oc}T{;i~+`T2{^$BguGxvRK~mmOaNv?J4$-u&HY<WyYx(=h`-I@&M)x)
zs@T6uhJesC!CI5v`TEh=9fz9+Cdr23-gAQS+)65Ctp)WLHY?dtXsv8!cb}vcqFQ<?
zwR-0oWz6G7ruPs+2dX1A@ZZBL4r#X3&YUkWBOI^am4UwdwZq)YIIwLM4i4>vOozVj
zOVxQ~Od*A*%fWVYPtjK8QkxJKxBDe7nt4=1*@0p%6Lb>VI3e*hS~D3R9fp$w0_*-d
zQVr9awfaR}{hVk6^FR!sDsncZ2q*ZcNK?t^L^ubf`+j)Q<q0^vJlayxdqudF6nxad
zY*D|I;A!?N+YK-09k1o*EEe_lGA8BkyV~yk5_*zhO>=K5e~vbnA}dMb5qJ3vwAt1p
z05vRV2m+O3cMNePhMPmj@N=JCcLaB#-1;5j9+fdbCgmWO;}8ZK@wF;e*fr(zJLr2~
zs|bHp>aSzIu|-2csFsMNIF$N+KmMS6i=3?;^OLM_&0<)LvqmeFlc!GP#5HMiJ%FbW
zkcDCk>4!lgrw<5G&6jj+zx2Y<hgs?kE}_H=QIR*)T}%S-3i+5#ovAi)p?eWUm=#n|
z0@YmJ&XT0ZKqfPY^mNBDQ8*1&=>?VX0fHJ-tj3>Ag9J5gC7cTH;AsFmu0<$E^6K$9
zf1BF=jf>iDoit^QFE)0W05{$=qT>()fQgiKjtdhciJ@n*LAMug>LwH<jzR2ZZ$6J+
z_*x3`7YC1$;_zTRpn~30ZhEx~wbD?;(`L7z#XyB+6c}`R9$v)euR6Z?p%DiZ9s_0^
z8N4r`iBvg&Eu&Mo>20%)wM&V#XVV%3>1#0c5Gns=gBIv2)@*VygH#A)s)pjZnfM>v
zL@{+`wh!=zut$NBef^ABATqTNq_oIzzRptF(N-<tmpY@7)MQPscGI)sjo8Q-No-7>
zjH(&1#2hf2b)%P$$3F~@v_Q6UoBqdimyf1WU<?%2yTfs>*)7RKTs16}&?#0u6~{X%
zssz?f92O)e;eikc|NZ6xZeNx)Qt#AV4@&DjRvj*N_#ahcELh0ko+6LH^d_!k&jO|H
z{fqyiR0hrWT;qsid}g|V&jjq=MDW!+(bQ3&N1tQiKxt+ojnU~Jk}|Rj*2JcH)e-cW
zJ)IW&mUj*n?P|vRLC9nz@VYsYgUi@Kk~x90F@3o3SJxk@nD87HHWNf0P9JEYK^}XH
z5QpO{&R>9E;_!gyFOPZ*>@)>;wK@L*y6`!@>;{|H-fF>koos$j7t@-WqZ~DgZ@Jl@
zXbzkb7LT_Z`B5TmwjC*{Xtttk<OJAP{k~vfZ@5UHuyu<31D;y+Z1;TKA^&X`<lAsT
zbS5nk+`^H-^CXR*6$HoM-9l%qFC#9`C?S+Yc=B{=_oZcejD=?QRyLSK?pF@!YiV7F
z0MVMw;`Z$18J%LJyhNfrkz(S10G$0d&$ydg*g$5LEh>P>?QwN`kDL*Eu*0JaHy8!T
z<M>72(JP9RRKKcq^F2&nwy{b~#mNgy-+vQ(SgdTwv7BDKi7jiHcx&^WFsWPvCJ@i}
zj<3>*!`*%Nn2sJcDtSC5eJrY(y>^PVs(`F+ZcuVsB0J_KKnb!=)}5f_FWT*{U`p9-
z7^#+*&s8DUKT!Mrp{Xt7PmH`7@X5n^VJZ!Mwe;d}%l&W)?KpUc_zMiER+6(xWei`U
z`<YliO;f=h)^`{Ry3g-+mW(<(94|zS4gH8Q(?tD-!n|}sxx4;kZ$=Jso2@~l?n4f_
zF7hDSIje)IK{X#K0$loS4;f}v@Cw7J?^FCLROtf6{308@a=1eA37Am@9d#QQVB<xV
z9<TnWsA|l>Kgf&gM{j=@-7H7A7RQ-H7EH_)ew#d0uGm~1mEl`VNO~qurLz{6VpE_k
zHDC{NxlmjO?apv9%TLq-)iNVBaFZ9|hGz7JDv9kVopKfVldW^9xsW?k^0AyH$?WDn
zP!Hdu4->GMS<Ox|>1o1n3+`ooOlrU7G&lvEpNQa55iIK)r%FCdIo$e}#5F~65_!5X
zqRsByTwBiMGkBwEt3gBR;cGd{I&{{uWF;2VrUpvbAq}z75Cy{I)S|edTStALP|C1g
zu4Rv89DYb|Mk2zpd5Bs8uY-andn%zzLkR7QWdDtbyi!}^p)~({=D9dL_Iy@(g~|G=
z{{Uzi!7nPjUwtXhYpD`+IRt5RLthFmlcG%Lbu5%%)hM0W6{^mKh5^Z+6Apn7LB|Fw
zE?+|Af&MRB<pEX08tET!+%nF_v){wIA+<&8vkT>?&UM#r^xbOKJD0&FRgw#S;mC_=
zye$t`JI+pH^io4nE!M~P=*ZkCc=Q}hO3OSN+?s!c7--}{vUlpw?Ee8AIN*H06mM^u
z=Gyql0`CG(BPWuiLtIWRl-gAYb`KB7Y15KRr*(*Bv9(I`Q0)xHY>#65vl=qF@OK|7
zqf&+Jqej1jsx=Q474}rp3Zjx1Lhw_^^>m8lY5EYby}Yji6*eM#84v9~Q{=WVk+aVZ
zG#!|qzR>Bd=QmW~(Ef4Usf~9hU1GUbDB0tjsU*|w>ZuoPT3JsTj+J>=Qq@1_7LeXh
zf$O}K_70Tvu}=HlM2!jyzez;BUZB3;JG0~{X$FHoRZI{og^Z{f%W)lfrJru}sfub4
zO?)(k??b_!r+zdVpUfku*E15Qi(nmM;JeKRtGjDog=aqXt(?*B-|ik8v;NRoEsfdj
zHNEok=p62C1)k;EOf8nu?EF|5T|<M-)qL#aJ-vB`LIn}u$ldOp#k2e~$+PMOJJl)G
zk{6|kpWVQ1y#-6L5tTlZnYXgiAiZMY5a)8av;&1ya%Bu&Aq|@7p{*VY<K_J<Ro=$h
z6a5N-ev7Biki9}voM`Tf0iwX%vd%&V{;Jll_ZF9m!xSD-8w7l-QrXKwRsAfwS{1sA
z`OPqBkUL)NJLiea#1LTvfz;>*wZFPi?BJ&&){M<tNBW9oZ`?Uo_=+Io&0`IUmayP8
z|N2`}HwxV!r584l3Q5@rm0SV{XXk%(PfL25FFcBDz-T}Pcaf%zyG#Gi2jo_i+h@nZ
z&h3Z(g+xB<F}J=4PM$H}sktFSSOG8?ax3fo!UktsU@*t1N6c_B8OO)>7P||Ilj;;M
zL#dezm3ZbD&2$dDfnt?(wI!2EnHmh0^=irTo~vU*$kCVXO5cS$2Rg;CMSAJ<xh`U%
zI<}w2B*jzQT)`LocbmBuC&P#jot_u=O(CdJZEUp%6ptH3#x9h!Aq;|(7LKHM467$^
z>U&}WgL|1N_2hZD9KNUio#eu+I%nPVgEKh12WDfIqL?=VM=I?j(1-43^PdfBgo<Ud
zRqY+mL0$>sOT_Y}vj{S$6aNAB7}oOOs+(aYFFbDzh!{)A0XIkqK&ca&@NF=_!y9TS
zbF7tf$-JT5LA836#jL1S|E8d+Q}lgh#n#Ee2eUE!lR_?^8+K3;HpOrjUWp8$z-26t
zR3=1eWv@U_n6|NSLgjP5<<z<JR)e*^&P_Xh*{q!_Bik=HmyA)R>H3ZL;4>G-Ddny<
zAUf7LdL~zBqP${EvS*v+nrpaxaannW#n>mm<fII4<z4_&2*u>;;30*^Db?yoy_4Ak
z$&Qie&IZNynvk9?1L96=ktp{9h(^)ag28@nDmxFiS*gvAJuCJHuOH2`Zoo!1f7FKv
zl-H~ewg$^(?~6Z?nBk5}6zB8cmY1W_%cG@pnOkViRVCtM6d0o3I1WE?osKxUDCaN7
zg+>jkZD3S2USdA+PYr<KrmCXL1<1ijHX3{^!qm%A$HGoc`p6A)F?YqkN>mCJIboPH
zi^2IMYVH)^1wz2<YSrQwq77BMfVtQ2&uG224+$$Rl+I3w+YtJIvl6Ni>qCN1yyM?$
zI)0DBL~d!t(Qm2pDJ-Vxsl}P5qi?ovt5nV71Va{|$<goBRd1BaGu@bM{mV5+jW?xP
z2cc8sf)NYjKiU0$6%~Hc`f0o#qQRYso?Yf<^G50G^ep{s@C?3WQ^ogH-#Jl?e1F8C
zV$kl>r1jCIK<ThNyG_%*B9~h;jM;XQiwVFcFHe&kloRXlrDN@!%HxUag-}><Io;H=
z#r}BaRBWl3MAQCKasGsrPrZG+E5gS^IZsFS4b+0M%k$Maq!X`+GL1iHmY~)bCt+EK
zaa@JY*VkIhv@W_T+;kw~Kfvd2RYU~(9`z%26K>IU*^-goSwurzFTRB3-wmU8bte5)
z=%dZ}Qqg!AwX_%JC%=mo7uf#P{Mlg1W=sEbhA#*}EY(M)qftDjWWi$ZAmqNXz!ht4
zM?4&~&{Sm&qsai^@&K?eqC`!%Y_E--1Hr-8WCMd8^JL|p3}>Ky@1G!89JVGqNIJr+
zqoxxky5(i!ByRETdl$g`ETa^rIiG^L$W@KGVLyG}rbZvl^7ux*K*Vj|CeM;ln+U%d
z2m?{ZQOMBnyD%sI1=oGL#PR>wQ1!FNPzoDYF5Z>HzRl|HzADbbuiVw*$9;<4p>n?}
zL`(&SNc~;qR{rUmS$0=S0pum9PGq|C5F=HkK-^4Tc>U-6({-S`!(l0Y0juKm)jj7&
zV9}p<N{ABYVq!)H!w@7h?QUsi4gJMM$8Wah<nf`1xsbvl6aiuQEx{J$_1$EX7e4+X
zo7ZKtRX2|LS3TkDuvVOTW(|5T-@;@e<d^&P+t`T`F2^fZ5?`6`$7J8%-EWCR3@o)$
zp*;(H*K1SAWQArIu57aPa1h_BqB$!QV$vgWt1$#6YxWOMH{2|)7dqDZ;pT)ZXs|=T
zav0)(ziU}mWH%dvh9dQRl*Y<JSP61dq-2{zw%z#*+~Wu7-M*=RW{LzA09IyX&a0F)
zc7H|a99VQQfX!~Bz&!VsplAi@uhma4Q(10@GmkUB?iO=3ZeAj?Ev>J%K0eR*vH6@4
zan>>Xlq9NM&vIJ4-6IpE>C}Dw4?w$cKP=K_zpg)>2%mCoJ)IUGVD(qjpN{(IOTv3v
z_gWpG)%MXF&UcPLj>^yZ!ikf4uVU)SVM#lBzoe5B296h}|8i^OU0{cmfR8g{3nSDH
z1HFzB7N@rtqirPtqHf{TME*VL#<396IIM&{L<mBo%BQQyhl+vW(1BrG_(Z{hAegm@
zi3++~Y(y&(fM&Lh5G09td+$I1H%k8M5fSs{b`KHYgew<(*&^HZZnF|wD#1sHGr*B-
z_v`=>*an-GjO}Rsq3q-!;`3;<co7`Mzo?(}N=ZyP;vfeX)VwzGHD~*-0ok){A0{X0
zgW(x~5(|6qbUt@R_S|ZT;-6s{|DZ2l_Wlm#h5UR6pf!=6mjE2^;-!j2z@p<>h<NqA
z*u}`d)L!I^+u6-!=px_>O73t+c=ps7Y<<n|#ev^j<NJFhlPFmq@r#Ftio)yG;Z&Mo
z3a|(coF9(ZwCj^O{@T~W{HF}o^MCS=Q$T@D4FYl`^Lh@)B^}$j;w$yDqyQ?3pEi*B
zf3_rS_KO~6BB%HqSDcP3(@Kc5Bgj+Rp=FAqAPDCkJbHs=Trgu}_ucUZ{oHn{xXmnL
z5=H%<WODrF)y<bgN3I-mPBWw#Cn3|E%I(-jBV~caa`L`C0>}FtHOgDnaC1M;&mI!K
zwae4qQ8yacibzReLoC^Hzjof-6_*AHrP&?M1tgY|UEPBb;RU%s=(d91)7j_+D5TTP
ziC|qY)^R=+imsw?`uf=u(Lsk`cpoB8jiK|FW1^(7m5Bk-y_6(=@_<`+%gd^)g9vRH
zPH6}_0JGb3TxkM}COL$1m<6)^wS~Ok7tD7}Q)v=`AL@_6R2V0lTT_Xn8RYR5O2k&Y
z2<tX=E+nDwWNt!E#~P@X*PS@nsp(>bFWbM}<=+dCI!eF6AO3MdP)uPe?aArM$)$c%
z&(1WZ);CJK^7r$IV1PgpdD$*+7wE+~sRd*<$8TrW6|mfIFBD;x@K}Q&_ZNMDq*Fzm
zOV4`;QwVVj6Llxv_{2zjUEySZB#e6k(I(E)d3xEYOF~gIlg*z&DIhEi2l<^I7v(1*
zz<-8WtcmMP{93LYs=N*UC$(Ta^+Q8TDfOP)UPMUA5O6;CVM2^$d~>N14D|;iHUIaV
ze<xkRHQJA1Y5=P7t6*>+Ww-1$9)h?R4!Ms7!rn-PFoGOS=KZR7WP3((|E|lg_0!9X
zXlY8C*^!)Psq8_#;+EQ%{4$_Dd$Gx42U4xqp+B3i6sm<SztD0M{Sp8GN_HpBsiCOp
z_hX7eGGdHYoD_+@fyT_}2Nh0z6UcB%MH;Ppk+K+;BVs%~)3s@A7rtKP^b4j!IK$jN
z8bf8NuF+i9u>H9FyGT(2kL@|8R6-odln8|#n;>5x-b2vv8>(IsyFnvvQ<XeSfNg_7
z`>44PQXHO^DitS+p!p~Y(4w*s`h0dxgCzjmW=>lCx19}UZI&jr-^_9YMWscyz*Oy0
zY=wCfsltj2I_UszilBZt-@?O6eHE|q3D?v*nh>6c%QM5^IMV^LJY3Ks3j}{wtxd*Y
z%;!8+4$rl)Oddl)fx#l+L7pZ-)y$hM0Jq>ha~k#^h60GfA11@djHFchnq*6@;Bq-L
zyRW+$X~6t@g|95~?T1#l?H<O@41b09(;$j<E)=O@m!3p1eEc-YY3{R$qdDN>Z_4$>
zrf_IzL_aw}{{c|l+?>(5aoN)ReI8iSkukxfHj8PWrDs_{f8~)KmPeOtc4x<Oy6h-g
zVlG&ti>Au@ifNNgDN5GUQtq`<y}s!MF{qfRs6oqhOaKbH?K3^-H3JNu9ybllX^z=_
zdzBP>6Y|^(q_6Y1E5SrSWDbsoyjszCQd={TxYkuk!VKJ|KMtjbfd|;)TJamOk_A<*
zF{)a4H!@&l^-{3aM`?*n!TZdsGc(s4<4`nIbMb0~kVYCW@hVfW;)dDQ2?lzsHANn+
zxQT6jktz~7JCSAZ>WB|n_Zt>h+H>Rvp-@~49{8(kwy~4L&M$zWs`*&nAt<C2)f<=7
z{$5UQj=XS9fBfJvPY(-<M&V-g$5zPf9hFo*?~ND<<UAJ`;DB(dU&%^naEPbpsnO9X
zeKuZp0#Hf|lfjf!A2iJ+P~HAIsxENr4oKigVM}Z4crf02m%dXz!5YmJ-Fdo{Mr3Xi
zzTGS_Rz^o-(l$4Y1SOs%xyr3KH{kwaR;^C^MWOfVa}&1zBA(1s8z7$RO>~fdKP^aD
z=WdmzC;R<I`mYfl^+gRvA_{WEg&Eu&e1ry}kbyM}EsXl^!>4fYobww7y7ew*v46y<
zHzxJ}PjKdVi@o!Di1{D9<3Nmt>WS-fRWnc2^+vPr>23|wcGqr@>ap%~?|H15@x$_o
z=<o7`ADkZ>YXdJ@1OMvu5O=`BraWUF?(LpE!>JE4FYjnksN;%y%S&<DYGU+n7H7%8
z2zYYmcOySF3n}9YB_Jy;DKCL?o!A--bkZ1bjJdESh5APgND>>)RkjAjfD1v#>H3B`
zDpBf#r}IloRKyq9Ik@dN==oy$@kIy&n7F(QUgr034=}(1?R24j1#>AO?adg9-}ms`
z{dv+dwGcVbC{RZ|o8R&X<FlYpdI%cc^;Zhx?K3JUSdH-G_+mF69ETes|G}KyK?%kz
z+L^fJ{_69q$41-ai{X>2-O~X<2-@o8?@sDmjJM~9RQs`m<3%XR{PY%WEm&KXgXRh%
zFO&f*i=oriRA&EkCx@Ug1F{gnHNseg2YUzx*yIM*FC#rN!gZpCd4=zIkT8_n;+sTT
zHFUfIIw(Pj=p93_{PV<&-4S+45I9qg##&oC?<<XOk$9`x5sJ$k7#_aVo7vI)0&fbW
z<jwxJt>paq!xzSh%x}et3gwtCf^?THcb0J3*johnr+$<iy%sxAJX`ZTv?H~$`m{eJ
zWzLogR&<?-3I^{`%#-hrHt>guLU(2+`labjl|?R2u;pLZW`J$@It^Z$hBpb4g+IS#
zms@Z<R50NmVV+12=yWGlZXa!sGoW5Co{zK9JMu;}qmJsqE@{ks@BLU|D)vf*`xSMf
z0h#+IloN#B^k$q6bpvwss^CSl_!T1j{<NRVS|qxxq0r;YvI3BU$kJ{Okb@KG$N(X5
zBn0JmN!DW<KEN{^5#_OV0LQV8Gf?~hU(V@cV9lopYO*wu2xILio%!UnOJ8q?{m(20
z^;7=;0l+0SDCP9uJwC!cJ~djv<z3)7^9B3D4b!dTD!oWB0WgtsE(Qx>!9;L~XOqWr
z_HvEsR*8hO?E~98u!B!b1RVE5BCkfNw!t71=e<qbXl(S*V^t#{&2IplDIQVcZ#-wV
z>4C5UT5(t850PfLi(*DyPWX26)PFh7KH_XeC4v#;y%uot6R3K6n5AH67mohF)lh#4
zO9q)Bm`lUXIB>AVVQMzI{_c~MajZuT6^axXHZ;1<?sXp%NBZOz2{@WUs)8jK$sGO%
z(76$L92^0uBj|vxgc8{JD3Ry4gQ-2PC>*wTR6^*ST^M`5R-H`9SeIg-{Rcqm<OE?N
z0Qh=1en<`V!h@v#EuH`OLBIi@`P_8Y4*SeSZjwJ8z5V=m+Cjf1)6mbh=?*J4{a`s(
z<HtuH*u4G_D#ryLg{8Wt{m#hvtk1wZ;*KSor@=i8xFxKTPCYh4%y$QJq9X=vd*5hL
zXnz7_E<Xu>0gU;*O%;shAtUeg3_N<on6n<NiP0(h*kQunQvkvt;TpjB$9UBCnN)W9
z-c<~$`S}?Z39~HcK{^L)F=(*=g-JL;g_?j88sI77%IZEwXLrqik7dN!$B}vO77jjM
z{DF(iL`bKCXX0ZgAXOPx25>l@y@}N;Khl#ouL3I&q7s1~u0?ql<pzdq(^YWs>=zE4
zCQd74fn_;u<?IC|ptY4dMs3pLU4PoJvt$6pzUo?#a%vsv<9vlWd(`KPaZ<kOYV+gA
z6+YR?`#}B3pUl*P7q`dPVO3Rj-*=+>**^>&u&KhCiVO`cfF`xJZ(`{ifKISy=uGQ>
z*!OsnK^yACIz%+}K6mmTKB1Hf-as4DF%uCp3NurpinJ+v8aBJ36zfikuBEa&5_Nmo
zDzpYBe|*8E>vg%9sN@S8DNg#zMRT*Tn}6#W7o9wkf3yCX#AeQZqnlIvV5A3nl{650
ztrs=3MkOlvc>NL;Cw1g(I8q&|%I2ddi2Li=SVAzt7>j8zljVubcSPmKA_UUP7eF2r
zr8Yisc${9qHvh1IQOIl#f+l-X>U~)p?`G5p`I8Vaw)mtw^do-fgP9e*B(>=5!T5Im
zdQDOJ{^&mUai5|RPQO!bpHD%17$8r>_cYL$cw4Jc!^V;{T3jMxSKd-j9+ZIXi2jaa
zBJw=j>Rl$A0<A8fL+8wA({ttn^o*<`gJ%M2KBiWmmIet19;#G&vQ8h6p1%Vf)+97p
z5ry#GyIo8=pJ0)fCh-yQ+A(K`z@l2S=_Q8bGO{ccf<R1h!3a2xk9}NYe%ca@8kGvU
ztZ+hLh{9fl1j<|<Ot$SEbG%0Y#tb^c%k*@rhcFb9Z*}X2CTEEoJm{Me47jjFGykn9
z`c~#<Q2{!n?}OQ_G7zJ+d1)uc<k1NG8~9DU{o7^KDW%5FCw$>bcF;ca;U>PfC@ic{
zIt1!`m-FhL(&76t-I_+A9zHh#ZDgiFS7Z7Zt&6OBpD5jj<ru$yKHw+I&;}dg!Q<pN
zXSz?$FQqx7s=y)Z^bL1@V<?3Dg3g*Tqj4YPaq2a~*#MT3CIZ;p&9a|zF3Ydc;|%zR
zwp{Fv3$1oPC|hD`aVNJc6iuY*Fvsgg1{}>!vJfE;5?as2ymj~JusqcbzJ9km(Z!Z}
zw>`9DQfKFDbQBB_D;^XmP5{5=yv=p5caMwMNsep`ycW11!@D4oFDvK{ytiTq#Ytf|
zv-BS)81PkXGvn1jleJO)#9*IVJCWQE8;OUtk|JLm4oLN7t?XZ`LI&+m%R>53$&uJo
zN_U*S*F;&h$#CR%C{&uzCjEtC>G<0U**eAOaKfro@xlhR@{MA?J$aPQd$2TSuSRg4
zu(=u9|Dm#d+j;8?Jmh(Pzq3LPAJn}f^1(mbMK9o7_T$POoT6Aqm<v6Nd6dKt(%#xJ
zpQa_DxljBK%F+~~hMdqKJQlqWXwOmT()o(wQf{*t<v?r6GGmh?++9lWqDDcr)CSH@
zEC*3G%!MKcIb=T4(q(pyPR_jAm!DSsP_B7HYlffna72No%KaZ;TEF=_UCxDU6PC5u
zWF4wb4dAi{|Kh7(QIU1&_L>`RKZB)2NV0r>c~T}6j^sP^KqD|x6!iAaKlD_Lwj0KY
zT^hQ3Poz6t{+jWGY-dlT=>pqXGUh|NFdX5E245At+aJC-U^-y1aW0AF2Hh0J@g8nB
zzhP!+g&@!TAFkdqD6X!J+H9Z+?gV!l4H8^}TWFj{g1ZykU4py2CAb84cb5bRjeA1~
z?iw=vyx+{!)cl|hKPU?N?Aqtv>#TLHibWCw^BjrKzy2naqSqoCK)KRbh322qsSNsT
zDk;=yz*1fGE1ptj#G5P-9esfvpx~BbhWE<U*wH8Ucjnoj&^%3aVv{R@lmcWTfx3Z%
zK~8<ApgTM!?4kNON0Pd?+wHy@EP|?}^FLffV&KL}Zg8cMfTA&^(qxLLtfDkGT`?nj
zLTb|d545rGrsZ#=X`1}EyO}%JZAZZh{8C!)I%G4FL?rF$96|yvyV9D9T_tuL1~h=i
z!gvN_Xvw6Mrka@KDd#rlQIlEE*$Rn6_^Q94%dO*zpJ}_2#+rEA3;&W8Vk)NLj3Z;|
zG@{AayN}I=$)h4cX-oZxJKZkL4S=l=rnbAQdK?DlI#7JEYQVeaid``Vo)V4%h2d6L
z3D<4??tn9XtFDaSpM7iH_orzmT->aiTEfrH0|U8UI^eZ%rKKl^-rmZp%l`mTrBLMz
zKi%}eg?;7mM*I(bp4+!p3ShmoB3$q^A_<d#`eo3Qwg|FXOt!!1oyOQN!EiJlJMY(I
z-bx`zfAJHx5{xFP@f##`#WI{cb+Mj0)T?~p)33yjBu`c!Pty78tiNE5Epd|TL^a1|
z6O+|G*MBfy&QFuCY^iV784IPd-L>nj30BOR)bZ-Y)Dfek?m^)^DvYa!(y$=QqSMwI
zUK0uF2Ra<q_|!#nxvR}&^LIc>6<PiP?1k+tOKFwUWok;iqRDj(>f2vcduoG9N>97u
zS?pQ7ahAu>FLDm2^la^23>>@gwCK|Edj2T*a1%frYi}l-gGuQ0h_@2cj8@>`y8AVz
zwH&)j!MfF6`tTjTO4N$Mb}OBM%1m}vW2^L9sdzbEu&xxhat5jb`d~)bcd_f`!v2N%
zf_J~VobsbrIzeqq0rXVsfgpiDnZo&$dG8<`h^FaWY?-L<w`znaJC5oa)AaP4M#XJK
zzd!ZXh775LP_f)D84>~gUAFB5$&6#qqIZvXuxEk4h0ILV@jcbf;Y9Dll%(o~{pFMc
z85qqp2YB|?t9(l<l9Q$Y(-=a80ENZG;6gj`wKl^z4KoU!JO3TR66V>I1i@V%VFlOk
zLdtT~U&>4iN)hrD`7{_5QP_U6o0QT&j*m3>E0R{`>&EPAEvIW9#bonWbyfvv$sARC
zu((;x8BD}LrcyKwuHyySPJ7}4+?JgNr0YeqJTQ$ms$)*Aew654am70lSjEJL(j!Zb
zmTEUgVGf(wH4I%XTY8^u+;psBRj{h}^CwIU3F7gBtE1UyoA@>X_Hl;_sT4T-?Ht>8
z#i!8KvDVK<fdZ%W2`;mY-{GY4FzqGIv++|jA<OwG?tNNR$_ZNqL`#rG27bYb2ZGnH
zRTQ>4M|HfLO&sJeE6cv#N^gj9LI;1^ShDdG#S0U%G^1i!vO3t4p#TuC{<QqrtrBjf
zYtj2<WO>V~>7kGSn(mlm7`_I@lEB9|az&C2L?%NAmwo@gaA#(yL`UebQg+;p29T{H
zb))b5lV9CDDG=Vu?hYM+4|}*sbnDo9Dgp2x9m~~Vm1nTKK-_=8^1lh4`P@9U^KG1=
zj%>0<7C#?9+fB$0C3=3fjYB<JtT90Gn+|trzL#DE^as*7d<>NT%7Z-GcE42)G3<3#
z@7hZuBGnfu6J0;6C$!eA6Z!QvAMlDRgis#dvYxdpU&88mZd{kK;RGXR(Xkj#-f+*y
zG5VPL@_lE*`2@~-z{gi?4enXF+xiLTA@2(xe``q1TodBGg!N;|Uj0(vvCo2V=dP@L
zcZw8CUS6igm@X(GV9TVpcbHxEPH>>ejeO8@<7ROkSI!?2JP@)C=;oxH__FQFGANlr
z*@F3(vv%`u#|c;JxVN=q$>i|iNQA$CVq6V2*$xXNth82#2+Y5r9N-f>=Dc&`YMYW)
z1mZzK+JGP0FHFhwEbdG|01^kYf!yp%oJYA;gAoAodh(y=zM(-L1R@Ni(v>Uta8P$;
z(3p=n<J^zWA(z)|+NZNJnSr4T?|!N?_OqdnQ~#wTNemPn<8oc4GA4mFH>Gkl`+0X^
zBn|!AMB;jf2ehWb;MVLx3jA^{F6tg1R_R4__41T2bWE6roU3oxalY#nAJz<5+T0X*
z2{igW3&f@}GPD8<SA3EZ!gxWco8`fc7s5#_ek<jUq&!y_X34<$14lbrmPIjB*nf`!
zjRU9M?e_RPB=a}Q*w8U4v+|Z{TealdBvjXrVWLPH`?MxPj?Nb(2$Sd{LNA^3Lg6$*
zNZB^tfH%0!7=4^|#aN*=%U%7d7?@p$C!Z9+=Jn#tpCvE>M+C^gv$ot?|GM?sVA!MW
z-jlRh<<G}sucJ%ok6207{nm|_1j8{-uPmfxX+(L>@{ZTy!yQDVL==>|_`13e0y-9i
zZ{j9I-1c$)>sltvjOPrprlu5mgr7u0N5PC9ZQ2Q_p;$Db|3MzK?W1Uv%eSC?G3>_~
zmnhQPCbR>18d;yQzkG72GdaHqg_nih7g9XBT;W$put~3H2K3mwmF|{p_BfE@A-Axb
zcE82=h{vB7UIb2bf)pjEiEZoOnA^LGa-wAmv0zp9<*rSAqWE4EK9jZ7)Vj2$=u2)-
zqQMyH>fR&{z3Nkx)H^gHGy0))fUr#umxu%As(l?q&q)-G%&U9mioL52tU!oDYs1D<
zBh#Ot-%UyYLhgcIMpoW~p%h%v(SUrU;V|ZtO|b%WI6vChtPvm8Z4Nq1Q(7w^%+uEA
zG*6P8#^3N>O(tHhV=K{UL@L-z9H$7^g51N|5ogS)h|8NMNpv-zejmS)D#zb{D+uMN
zUTt8&YbEySUfRTT5?w$pEOyq1(r4WzJz>i@qF#F06%SpW_8tjZTd(0PIF@~Pcn-@^
z0*c0g!I;la#0Neyl5!XPLKh;hFDZ+OC(nh~FFO`o^l26{gkS3Vyjh~M;;t43x$oe%
z-_gHlRKKHWX!g@eGC_uacUeaYp`6mj%>KBLhF$K^&29cy|6bge$`Agkhj0frd(qM$
zYFadBJ=U@QUvm~_w0RJKjm{)$iB)#Mfx{r56XxKb3-@752U*uoMqn$Vh>I(?=?}`^
ze}>nYce$@#>{7dmi2C-WE6DbY6~u|oOl`O!lU=ooaRvFqDiuOO5w9}-yEG-nbt$xp
zi|__Lexjbph2xtW`Ai_LBq8p06c|%~Df7zPUtPk^p@`~w(e57rC6ocah~NiXTp6ht
z#njTmoBe-)S#p#*JveRwkA|SZ$q-YY_UL#LwGs&A#f!fXP~9}+n>&}0!AG9?W@-<z
zy@1XxE%F306Z3%jQ@7v9UGL#WI|EamTgG5;i3{$mFYxQigxSBSD$_SUsD@33a)~JD
z(@OI(unryel+9ulBdW7Seu(gfYsF&544&`Xubz8Rc%3t`qG?H5nb`0rvcYoA2S7pF
zCTV-G3|{*Ro4-j~h4=Z3Kv1Qfx=9!SHc_tt;S9jP+l<LbA{$^)6#B_5@0S8lkRVT5
zU2|;M?PVkwtgjJ)l`5p=<b);NqLa>BeoaA5;lT0hb?gVw6A~8~4P>@;ovko5j|JcP
zJh)AmyL=+7#?xFEz|jlG?1*g1S<%u|H^KfJqxmS^IF3#?D2P4*N})hF_w(^F_FCm=
z<V^F%8FxLp3aga4p(thsV7O~HRSAv$132j()f{?Y%7ZX)i~`KUbXLwz^mnGlK6UFu
zuMclR8MKwAUqpWvR44Di+YC%~)mO=KOz;!CG+7i`6r>;ojFwO~1{MTV21u$)#_k8A
zM5+O<Kjz9@sM)KubRLv?5JIAF!&5<{BXhRwDiP@J?SW}<MCPfJQExKpG<N*2tVG1s
zzCoI1^5bFaU+E(s0SHq@iP=ADherenIy>X2Y&D3V)2<NAz;rTK{io>!b(K84cu)`S
zvUwFlQKgO)CfaL-taJwReq0L5C}(M0ohVq=ClWJ48jW8B`bro`eAegqLtAWvJD(|2
z>J4j(z=1|g+j*)=ctYIeX}Equ(Wup_Cg`QC3y?cxc~(gpWI+H4dH>ciQVl>(&ueQe
zr2*3$C@%~<JrqOXTLAUN78px#LVu(s@w>e|`95ANnTP(V#IK6uv#OGfPUcHh3s$~b
zXY_<TF}&k%jAkE{hrnG{=rY3@dPFJVpuQazH6UIw`6>rx@?6-XrTr=qHxx@GH3W#V
zrK-gFTV`XX8%I#`-uHHHl#S?Pk}143AxXsk&=sfgqY<A}Y+?Ax^wYy@{MVS_6qP>a
zsOoVpO3SGpJanT@e^Dej^i=k!{OEWonN28>+Lb|;h(esXTk^*P3BN^Dg8*3~!qtK@
z2BqY{E$ncffJ-T5<Rlk&I};%Xz6_|$e*9vNM=4~MN|S&@A&0NKJ{Y|D+2SW<T14rZ
zKxLjdr)d<kBWtx2NUnjG3m90O#4LL7;4-6Vz;T8pT*zEh2Mq+0o2CUxY@bjNQUAO-
zq0nhfU<dk7CH(D*`v-^_4pO>(_F4(Lv2N-c)~EjmP#vlhyu^SrC`7zomxu4j0`B|*
zIO`_)T-tVV#dolUrp-wTU-<*O0?gI_f6nIjcjbQ>Pl+$jp#K1iT%>Tps#F5^`Gwxr
zSwcnOhpZb@p|NpB1G2gO3r!ggQXv0*^@tma^-Ir1<F|mB+Lx2fQ@VQjL@J=`+}GU#
zRAD><k_$=M=JaG-d9q~GdDi{ks||rh#yDyCVg}tyk~$q;VqUl1>{{r+kYnZ70Do{8
z%SUAq(Y?Cw2r>3`#ZOu9B3u$9>({R)A8Qg;6dIVUE}x_poxBiQf4;zH`!r2Nth{9^
z6}BKnX?f?d1?n378G1U@M<Z+_ul*t#9`cPxncz3Us97`>U?KQ+4KL03zrW~YU;<~_
zlRmakX!|fR(Fbq;e*g_k4Dz+{*ZSh~%Nvu%P?_;4M4<8s4|Hqxzl2Xi_6{!a0rQpl
zKVksk*_~6(+gx1mk3`J6!!tDmVPCkiWd>P|9SKGpWJJek0swIG(*Ve;uYH-}MJD`s
z@8KFZRfK#fsvW?3{e`9kb0X{Ek&=NWksg06`JTidS3+XmZ_aD&aPk3$pv^XYK9xVz
zfU-;9+5V2~HTm0fi_)N-O-i=qRFy>%8Du7JMM#kx7yP0kY-5o7{%7I`habK_uo4KO
z-l5keYh_F6=wyn3T5ZuyzSnA0EOhf(ze%)llizU}+ilVaJnq`go}(>6aP07k#5Z-l
zjAL{VmR>|yg;dS0A#9*C?!3cJ$Gzi6{^A3Zm4{0~_?EL$Y3W}jV+d0qB^5?TR^q5P
zr*x&7^66acTo_W?=@@X6++YZjbcKnkA_-iFweconuKpSGb813WyX2d<(|{VqTf=2#
zVy0)uZL2s<14%aiMX&qopO#fW<Zhf%@+8H!f|w2X(58Kw^s`@zxea;)15jv>Zw<N8
z<e8jBHhMib;4T7SahB;g-`}4NP(v?vJ_%lcw=^W90}37GOz#Wt&OvQ&l~Qi1C!iM0
zrK6irvF=S8hW85xsJ!;&A<z(0_4qygc?2N!L1MCTxQ>6l*7w7QJ4Vz{FIP%zacua)
zh?aL1F(-z7=-%2}3L!w0Mj_t1qA#E41mdL+^RpL57y@OGjHOVMp6$zfUiDtg$vMuB
zZx5oQ*2U9Ld{;T&qM51eKj^0#U&qQ>$jGz1)QK76Ow!>Pr^ywMV*B%r`+ttk=By`=
z*B^NGbAaow$2+jLV(;K`8Z3$qoYIwb{jFvrhPS#WvaKA4koya#G)YD5)7ZYFtJY-i
zh=me7fIvZap{I8ioc;|jFHP|mT>g?~Btvn1_YJ<LtEWSXcpOi9ZQu)>YhpJl6txp_
zPani+9@qvekq2h|!GoaMN~{?lI;B6!ShN{)Mq7*35wxFCofjG{D#ijUPB!^tfreA=
zNU8$2v!q1!;!F46jIE(NPeTBERGQe}H`)w%KsW)JcBJiIMlf+=vHz@nuKHVA5qajt
z!rs)-7N&`)8$2zQ1Rx^b8{0xHL3DqNG9i^@+PS(v-ofz1q@bL7a`Kmv_-uT?dS7tT
zyQn&wvFJ4CNu609b4dK)5iUs(VCLfi6$NL<7tFQ4)V;(>vYQy5Im}Ju-bSMd$sa5Q
zaQ@2mI)phhUF2^}B{(>7=AU9b^F=R&B{1#B#_v@af$bfCJHN8Sn%2g2cC!sq^qz2)
zb5{M&DN|$Ql~&QdN=8YlvA=+E_G-&-6FTVGv*BsNO;nz-ihGtf+<&%T@H1OB534Z*
z>PQqu3NwFwt;UpCb25@XtbE@RNO0`^O(F@QA<@wu%PDt#ld6D=5oz<V^0AP^NWB2w
z-7aFr{^7deb`pI^8twpWjyIbZ?ZrSam!5b{PH6ag`SK4Su1Y$oNENACV_u1ztLB4q
zcpln*cE*(5E`ln~@eWIJOuZb2O8ZKUF>0GR{(K7O>cDYT@Sg3^eAQ2FE9-uzp(T{0
zW07U=!>7njFR4pDXR?)MPqnmdQYuGkePZW6DrL2s=v8wqA|fqgZiFP8C`7e~rjKRP
z4kf7^4EwcEGhN5U_#;;1q130y6#3l}ASr?oPL!9HFq2gI@m5KK-Y8@w^LLoJFQz5a
z0`8=SF7ZcAT`4dt1v>nktmYXN{CJBPge1`9P2R)}1h)<)A=MIVBVDN`_;dI5bxP`z
zt0+HO28lP#xUavy9XhhK%4XBjWMJy!5?!QhRBXp|$X0PO;rOdNtfLOrRUnN9V1+M-
zls&y)ohdJFK>yqyOt~?nUl2bv^fjSj*Os?=UbFHKT9z?ebAw*?TIYT+z>BuSprK!}
z@KPY2C;y{H_9TsLWP&<T)ZVn-IyAdMfjg7bAVu!Wk-g}B0DaA+udVy_TW*EO&nP}<
z{A#~Mizo_Kap7g(rv)G_nO`*us^+YB@|M+xnvRqO(;SkEW1p5Fcv*Zyp=W3J43GZ+
z0+^=lfq`=#FOAB3RO%<=4{U7j@HJb|ZjPCAVwKZ$=cQMqA5yBhv#h{B*FSn)w7mt_
z$ft`$d!SN>%U&Z*NjP$v0L;v1`CP3Ql-}YS^57r+44uDM7+NO?O68GT!yJj3WYU;E
zsj|Rjr1_J=A=y;PYL92%`ZZjhUaa$%1$Gv^Q#ZtPR|Ov4;MCZA5tkm}MbsPa&|+47
z$tfx4PHJUh;b(*-dPvSDkc3cKj@B!5<F`8SX{HyI$^eR7)BXYM^qL`B6%cU3#r7*#
zvN1bh(-OmCF|(Qc>>a!PTC$flqENzzp+yR1DN7YJWhs0=v>keGt){|V@VZ!z4c%L4
zN@xlS?bGAaMKCk|5VTtEI?CG#cjswjL2DcWLE}CETpiGkV@NgAG_)2iM|SM>H?&2L
z52)1}J;KDS9`h1EsfMzqizi+`y1nfF&_eNa@M(wH!2VNS@Fi`DvXh*q=$xjyM%cnd
zqpbtnuh?I{mGo?$eV$$o)N@~=L|0e*tupfcWjr*a^ODSpr;Sw0%`f+s3y+Co?(q7C
zj;5&jfIGxNM)uqFVpZkp+`djTTicz^Eh8nI7N5FMP(ILW(77DXWuD<PvXA{<N+b31
z;TQ-85^>?`(ohGj(*AeGCI&dwkWy2s12rqKd-0?i{|f0}z1O)1ixUVyT5xq-gYp!u
z_J@u78-%YOABHW_+eJF`l_jokIGsrZikHyA0DhjOP2og__mYI~h@BFD_HiKt43>rI
zp0GvtU|i_KAvK!QQj(A~eB=p!#JL*#s&_xx(#r2+_i^0Cd71=bZ{rmXR4O#S%eG2=
zboX)8>DjK4?C8#=MBZJ&ci&c#a%|NSOfrjcCiKz^F){cpV0AIiXDc%iJKMsdzy?#D
zd1;>Cpq8IZS5ZX7dKD{J^WbVpmOFJa#&DzZZI4FuJznuZ_<1rFyfI~ngLcQNzQAZp
z1jxlJzP&h_8x%^Q4nJf$>q<hPLJEq8mno_3OtFF$P=(jDkFEj>)Hk{b22(GiuPj(7
zGh9(@c{;=Kb(^Sng%P}jg_gVw^E@_kP|(I7FQZe1<vL<XFcNntc=#J^l3At7(v!IB
zg_HNnGZHC#Bu_d6$>|K;R~THgmy%MnKyiI>C}*3Kt7pR^UghW)R^%aI7Z#qXaZ43F
z#27^b+V#?o*rO$(mmHpK8ZU^3OB!K;L`ei~%`o0X9GRE$2{$zAF79tmRjNQ#LFcY@
zyU%Dws6k$3Mg~Hw1AB4rlkbN=J|;Z+Dtc7C)RKG4?e}leqtlla06CeOf8LX@k55|w
z06>7sM_@d~svwzVm0pZyIx>S&kt8xJkr@f@m^pd8v!`yz)l~XYSC0OLuIm6aKT>Cz
zMu=(LyU>_qINkHNnD*l)KX<Z;T<hxo@kK1_?Ht$1q=uz1;lWTQv{+9-^A`gH2wzmZ
zHUPV`q@*3>jkU=QLqt6|^B473A`&n#5~5^Wz;gvmr%n<J6n&Q&RT!VvLD}fbO@vV-
zfWb&`6z7NIm*Vf1EMQB-VRF7iQS+o9yLJjG(J>&gT7R9DI};@f`$m+xgNlw$2{wY6
z?x&}P5=#c6mPm2^(bkMw&A~S&6c}p<p1(TY`^jzd2>#d@&5VmG!2(=F2EQq+(W2{r
zXv?BVjOuxzt-yA#5B+lIu~8V>NKi?yh(q~zeJ5Bn40jmo?^YfmX)xpARac9UH-=w&
zKfr%Zuv0pD{`GeaAL88H(eDA7bzU8eLX79@rGU2BA|Y2cF&8z8kXb4u9Z7NKxpO&#
zr+c_d_kSJ$W}g%?VPTIMAsPVL9Wgvs#tffmMEU{x`hKEKRWz{xcp68!`S(mUNxSly
z0hZA7lW1-^GiyX@fQV?@@dz6zKhBUvATXoh<rUB6aM#SFmJE4+O`OB%2o6>D*Dr$2
zZi>r=CP_QZ1sGo+5rv|4FF0X5*e@AQyctfA8J12<8g5xGtYO3;#jBv%mx9*;rIWX_
zSG0aP{+V}-oJN90A(y$6(`~Mj1)y=bzAf*Qi)1lDlysZFtjX&hk-5Du<V4uNPzSbW
zH+<QbjJ0r$+XpG<xxe`bz~Lw)fYYtgna{o4Zrpy~db_3=j%-1@YCh3*_!rdxNIl92
z*jXHqSE<q>usIifZ>QwbN+S*b0XR{c2`j8jc;SFAI`}Nd3};L(!c`fqEhk?1Me4Gs
z@IOBc<HJEzRSHgGD*UrNCJIHjtR;>8?RyWxom(jO_S>bWBUJO`T!0<{@oB6+6eT+R
z{gYG*`eOfO+!ou64+z(`KooK0UISlF+qA*sbvWV^yWIKY&|;iWbpL>jfWtI4`s{nz
zet0qvi2o6fYbvvM<2U@+QwrZ9|K}@YkW7q!Wh$?A(Xs0{)A7A6OR8WdN`|cmt|X{M
zRekxb6OXBf$|6sj*tL(7aEW`B<Ppxorpg|0*NvymT4p7t?bkr9(=3Stw>1i9(S8LG
z1YrlZ9N}sdAq}7JTnm^yp8^#_L7{xOT)$%7Z0P=XP!sjNgnuNER9ByZ(yfV(i~zbM
z7z$PAEyWJkN7#YLz$3;tItBE|!jG4Ib@aGl%qc1ncVfzAovsTtp2q0TZJUrdX}mN)
zfK=tt0YlvB0=Jnwbtk(;;jnb<2U8b&i&RI?bkFzQ!N_HQu|vmpj0m46GNaA#H|1$H
zZ>BJ<$OG@}<X-?AfCe^<F+0LaK<EIA@)sRo7d~k)Mb3J}xr!z(syvz^bE{^N-aZh9
zKwkvF3DSY<N6`_Uq!G%WEMRZ7zzul@;ge}a2>6nXiLd@Ni9@xx%F_LAKlEO=s3aXI
zR~;@W90M+d52Hs6RIIA3$R&C1kry=7Qbt`okQFmGfC_EiD~dlGzvO<;_@?REA@<OC
z{q`*i(dCt6zK?r2KG==)-b-R3Jp3_L=z;xXclT@_9-10Wu1>CWQ7k_<BOgW7;kPPj
zs*fAEl4PMG=5$2$6vPhAY|w|B*bLMLkz@|k4oN`odSPbd$SMmVJH0p;)W{~I#8GrB
z6Ka!fpG#+Etq6fBNuEt-)Kr758Y2_VFpaRxDmu#Ej=EXGl4BH~hpQ2^*my79e4>!p
zrf?~R;QF1Mkd`)HunW7mV_fP|kpgQ;L{&KmgDpZ7>c(M1_YV+e=j#Htj~9W1A8$O;
zd3hGp!D0>~KR?gMS`nRnXP9p$!cJ$9XyTQ0I51h=n|<+3Ptyzmss_V0h{&j$T;eV~
zIU|r~lD-(rzcJ-kQ2iW+<i?$c%v|4@7FrKwqmMS=TgJeJo*kPZ_z{!ydLEFDR^+6~
zkEk(N$|IJkF`&~>-K+$_XbN{Bl)%i%__w*y&aY?*A?lo<%4*rFib+lF;_SF>Y~32&
z0o%AE46>*cww+xuLoXIK`##1^`pk$j`d(rsL{yi)vgr6Tp26iZyd1mIm>j9vlSe>G
zT8e&43YA5xwYsGu_JGyg7)E{9m$rzpt9iBtqGTw`@ff_B&BEiN$-iY`YV<hza)0UZ
z_SU;g9)+9zevUnGeMbgY2461ZHHaCBF(`oUnyCJa$B#}S1-T{Axs))hl12z5h%nLn
zMe0qbYis?WLFz0~>Lx$%KoN%@2G8GHGctV$m8cI9aWdta+Hh9)B@b6|B;IKO4Cr8E
zOStM@Jh{#qWE_Cs%L>X1pgWJlhL)NC0bU$<@vb>O+@0~fzQg;=13lfc{I4o}79I@!
zocLE9yZdw)E-uMYz{B!q=J=ORy{gpWl=K?pMs$#mxO?6I0A*YP;xAp|bLE+Fwv(f?
z=D(+LPT8nmIH;e9I7g`#gGx5Oy^5~x{R6C$B<3`DHu*d?v-loAxj#MjYs<G&m-aD1
zkKV?Y4uqlz?Kq<B3=Mxn{XcIyWMr6OI5kQv7PqEnK}H>E&EQ0W^<plsMWd1C4`TJm
zxQaGLYra(KI`v?N<_3Yb$WaUs0uLU{bP9sqCS>#n&Goex3lD3uKi-Q1PW=Akgs3)5
za6Gk(@hB;fOEB2)LyhrVQ%YvDH6CCLBZ}I1^4&UW?LNRD<+koh#I}L&gJ1ujeel1l
zJn-lS?(h=nSW68Ipc}6bw2Z8yPE1ocBeC0qBg$KB*m6g`<g_VQjj+RhyZvHCVOx`y
zk~1C(z<weE35@d`5wg$(lceBuW4so`;o@50tC%QR5({sA`198E=!fpNXqEe4V-Xu3
zSMSGJvj75WO39h40W0uh|Np_ZrbV(J_|xuf><~)n2(9~z>vR*QCbdN5nW*~y_xO;J
zR58(*_MK;l{vl$>BHX37cKqmiFb7Y(QtoYbnXlY&tuD+AR%vR9rPC}Rf+3ZQ-$(?_
zS1Khzf@f(F&2BaNXyqf!<&Z@hi$XRUe2TATzq3;AAezI(4P-}D{zLD|O|!x|XhGqu
z1<sI^yKJ`ltk5+UV8pM-W2)StKP(Nb3U(dH`<jzVi<kovZ+W^LQxr7esd^&*c)RZ#
z&fa_Q5bzDH<Giz<my*$&0=+pd2S$$WHSUZ+N_F9wfHI9~&2Iyt^Qjv;><`)*5Tlci
z?|N83vAXB*fc%N0Xn(L$w^=?5qxwlzKahYqm|@xkW&4whswYIkguc$A10nb@fR~z`
zot$u;;)h?;qyzol4pDlgdRJ|NKmqIU=a0!z0IZ0*^6&hyNzy4Ie{BI^+P~C><}_|)
zJo_@<SySs3)o^a7Lt&a)L__qZb60p`6Z|m;S5{(6aooz*UjqEU6%pq?H^QLYG0E;2
zeO*w_8e`@Fly={Hxb`F0jBPDF@n3qK$`J(tYRoIc#X{3T%{h1dAPd0=ofQ`#e~^|C
zFPPh=?icDpZ33djzObpQ*1;9P4T;OYRG{_#OBj%9*B{&0PKJ*KA-1R2eCZo7#O&Pu
z7B-VxV#LP26!80hk4N~;hF|H$&VyD?h5x{x(g5q;+~Iw=_(P8oM(*!6XLJGoo~|Ow
zj`#MWjqxw7+9EO5lq$}`F|k!3HRw|)?b*`&J^b%K<VuH&J0>a8PuDQC>*romLV(H_
z&sYmlQ6Fi15`^>1;3PgeW<4GkF;B|%H<|Z?pw_jk+Z%5)Byo=J7yhOIOt$Zc`=PUE
zPHh@p!JPK8TIwKTR=~pv=Xpy=TbwyjyNKW|;PFB>6=<KS%ZzV0u)pNC0L^3D#h?FB
zlH6BU$GG{^`BkKR5IGDX@Y&$o>HwK}OfVY4-_^mlF>Js4e`8Qm2lV1%0}Kk;f!Iu<
z{yud3<SiY?%?g?bu44`@FMF{R3g*4`nLodGG%Wnu?VHy?y3bq7^*e7CIL|aDKOP`v
z=K;{mIZPSf+%_|Kq?BS`&8tkii~3{l9a1P*(Th6rBnj)DAHp+9PjajW6}c(37Ww|-
zqPwMMd3&{8$xikzvdU6PDTwkcY-Ga%?TNWYKS#A^Tz<IU{7mW_stbnqQob59kLs?a
zzf#vof)2pvD*j?KA`s&8=$9Rg7pA4llp@sL<b;wh)(b&}aZ<@&c>oW#r+YO<#}r*e
zzrOFG(yN)X6(w}`$wQJ3?!-R5JlZ??zm53FERYO}f|)xCt2EY6%J&v8)u$wU+<HQt
z4v)5276R3yVXMA#^u>YU3ns)F&ln)>nzQ?JUsAa1Fd#e%ybGX9IkM7J#xGISoTy?;
z1L14KnvwQQp2j{5deh_A+5Rfk31G2AED6_AQba@q)x;&Bp3j&d_*dDS#841m4_fRO
zC*hYNxIxq14wA(24{+~kCpFRmD=Y|M<{sK@?+UtNCP`F0?+ZFHYU*oI^Lf!8z73ZE
zxaX%hd6R}cW3kiTI8S)s{{uwo94xxy+mu8@80hqnLm_}bixi3!M}tggnv=Xd*5UV)
z(>BAuupHdx(wJxj8Y@WJ1j2`O0@GbZ<8k|rGf#_qRWC1W3?3cinda2WopS6?hwlvP
zId@Ek`g`h}^yCupE0UF2+^m&knrWC*T7cIy0G)KbeuLjgqg~{?Pw3nogrs(V5SUL<
zUd^Xy2ZUA*n8|Sqc5t?qZ^fAOb)#l@s{UB12t_M^ZC%%o*a5&21P6*gng%`D@|_2R
zE5}f^ueX577n(8Dv-&n%6-b-+7y;Us#vzD?dCoU8IWuEj8#A({cW!Q`eR^hu3#>~W
zO=*=)+U0sn-%1I-_6{Yrw&Ha`^ee1h{ysex$PsXFBO*}s__)UxEyV@58A|mVC`||$
zn#P*!*s4#i{^mu5wv|zmS2rjz*gztbvA^5gXeotF1Ctxb#EY-R_;=cCv9l}GQN2)7
z-5x&+#B`*l;l$MYkgofE%Co=NmdbNmnINY&*4a*P)*|Ft_$0pr=4fv7uyMT7WZ$5n
z#0Ztdl;GNIZzb$tRbw_elrV5}l>Vb9sO*5Nrsim_9B@ze)F5cE($H|v_T5v)8wRUu
zn{Y7@AmqX9%n_<eS7+`_qUI*dhg5T?_#_+w5l4sm+Qk!+HKW~Is?iG4U>%K7^^+>6
z4WKKgAOSdMqM{tVQ$QiaqX_#?$Rh5^@N#_1qKMUxPgTwYM~jxK8FKCnDjoL3(?~*+
zw1ZJ*CyMQHAiSLMg&`J{4<V++#4zH^;DB6X>2Mb;rVV>bIvX7yH*`ZAkj__`duf~l
z`Z<5yeywHDt#V2#e^QF2vb?Yze!~ms4NBI6_dW&Fm^E*XlAN_QA6u9*h=E6EjW1Z?
z&Kix4L@?o~ytZ_>1nn)0%n<=(_#JCat!^Gtrb|%CyV!W2@#7WCJ=gRJb*14X_e<-A
z!)YhtgvZ@2YlKX#aL{Z@BRJiXLsy^yXM++<8%w!Y`tG9YMA)o!HmxBo*?n{K)73ri
zTZ0vD`n8R@V*ffg%$FSHK~^FC>jnSqZ&{O~_eSze!J>pC%y_-sw^ZkhkAvIr1M5<(
zaqYe&?p{_*dTi4T3>nz5>f9Ej4cpb)tzu)Zyt!y>asRJI61<*8V?zvb332sCJ%qjm
zrPj!>O`A74G>FBqxVf(9^HUrD+OA`gcq4V#`9n~NqFI$y-tUMI@<>D`F7W6(&#tPd
zt5Z@|ATx6C%4o5EoGszIDP%-Bpv4oV^?7qvm!7xdv-X&JRs=#6_UOHR7Bg0N?)}!;
z5{FwpF}6gmm`Nrb<d9t(fhIQ}O{CYUWiLs7XEHQ|zr!#`K5&9a`-Jd2QYb8>rN+F$
z_M(%5RYL=;K#0U@)-?s{^RC#qSw`^0qVRfKt5``B`2$!G86c#;W5dF93d>B2n<*BV
z+<WVO(}<U%RFn=t(5R?rg-zgmk0^Lpe0xP@eG}K&8JtvF6P$FWI_$<Yp097SM^IhH
zmds38t^^IjMUI>sL@&Xql1Qer25%s(kk0Wn<!f-L2|)u=I8>7sW`g5Io+=k+HQy@A
z9f3P8wQ`5#<)tzVW#D^KivR3pTigl+Jt_zWd%XH#4`4t`G$q1In!iquTa$7nX)Nj8
z@OgQ)?w6ZX<}feo5f^xP2$?fgmMBd^1P8#Km*Obx?Fpt47dI0yCKj_H)yRy?<nN24
zkwzao=|1{bfq!Fv-1;@S=ictRBu!JuN#DkF9GE<PQA<%#2|={PSL8veet5H0I&erC
zAL6Wcn1%qV@N#301$cQni6$I;sC%<xCnBbYUJ9Bv0n?o=!FnFON3|EmVTY6V1w?%_
z=A20H3VO|^zPCHAJV6*{t0fQyCZTjA9mb|kqUP=IU-%2+Q8O7KmZbndKavBdeb4z`
zQQXZWDrQ>n$oK07)sOJfOufP9T)*P?Hl#RhbqrCRN^{9mVa^71D5EhSH;&U+aRI4n
zpAEC<TsX~5h|d338+|}bmox<hqXGWx<P77r-a!?c-4~l1)`c8=atjNu5{$p>p%*i!
z^Hy1YsJCX#c!H6a*lGM4y^OvYAbS4jMNQ3@Tt~BhPelp;`1n@c$KC9yykNz-e*>2G
zUStR6xr`qT@ipGza%lfu(K1{@(?RNNYVPOw{MCzml{MO}wCr;!gDcdXh3UQ6S@|$I
zQT$D&F1Wre);mCy1d7cjin+Hl#(}|xf`g@skazLkugH>41gb8rE-U0}$H1X<^p5*L
zL9J7hpQuyit3;9{rqkz2e#hF^^J?*sM9JNCfylka;0nrk1^jtCwKpa@$*a0cu|o1@
z6fJwD4NCZ3Z)y!0K9|yD8btSt<V5R*E2uU22`jQQ8Ah*KO6=snbc$l@Pz^FJ<oWR=
zV#HlzARtU#wZ&O}rMkYrE#gkXo~ctlCAHa_IwmDT@kee7Mr}T<N!>s;cmr>A&Eo=W
z#Bz~41!2(@2_fZ){71Nq70zk2NC)gEX52kIj<FSuq{3qzS#R9t3KKFCNbr#mYV!jw
zGeLy5^+d3R>~(SGCWDV&*u67&o)$6LZXZ3g7u|!5M4qgR-UkM;7uVUoV+2FMpFD2d
zniBP{MTL5h-79~~gRI+9Z`S)hwqH$R-cD-5kpdU#^{7nxIQr5OCO<`T&i|}->wr==
zy<j^x_rq1QMfksW04n*b$D37fdt1K=N}ZwC5;Fk(!S2M#++?oFcndQ$Vp(WRq-W(J
z_fJ+x<<+A!t&MP^pao$p_s6z`k0+1c$btv%#hEolg>ewBLaULV!=BRy03Ep7Nn*lV
zM#e_|+rh*s4kdrHpViVLE{UH`p0k>9B`JPC6)UP5{fE|6GqfSvBkC(O>i<tdlVLH9
zy?%VUov6<)?T#G2evs5L8e_p5<Ko)Mx&rI9qGXA=BvkfesfK*;7KdSE^LF7FiHWqv
zxf-M*J2O6hDc!cT8NdEffQKBLrS+A@uUD=3;`W;AtV;=38&P;Wtth#{?To627sAox
zxi9K_Oc;vgt%L&*<JpH#=IH8h^VNS4Hd9ZR!JmUeb0<5fp&&#>zrX%pztRNu=AbTR
zx>9I@bnibD8qZ=zAD_n#H|z)e`1JJcC&-zg-%B;%muozU|1NiVQePb>vz4qn71Nb>
z%9jR|9bn;0#sToCT$h3Hjf1Ff^CyPRTXB9Y*kwdoazm8)R9&VZbA}z=PrNH=jwG1e
zBPuS6gi?AyKAw8p>FSQnJ2c4ykwQ&45eN2``2+ETr1Gte=q4F8$<;x6vPduEyOk|{
zr&&@UApmN5(y$=bmF`-erif5~FEfB_LxGZ_mt0A8@aX$6xJO45iG>Wr`_Kxb{MgmS
z8}%PntNajyCf=mVU?&R?D*oS@lr1I}n1~hN`#AU&meo_U`7A|KOpnj$4V65jw1M9z
zNK_^EOLle-w4-hIlqeLnVLMvQ%*WxlMCO0mBiR#l6cw)2nvVMwnU2d00Ksa2<q@+#
zG%2LxO-Di1vS<!wwfNk*u}bz(_t~hTNV+F?DD=2KirE!=*5Em~olJjh7L-Jh(vJe_
zLRf6}WI}fit?m+0=wMgL$W~RUAN2v^ahtGVeyx(e&z0gU-U7_3iCpgls&5UlEoG8W
zF-cSo=5ehlXGWPp7FoV<<Ya@<P8R_z*>EeHkF;6_vM1dz$!R6H9RLCef5uNMW%0xY
zC;+hP0p87wX25z9U|0sJ1Ogf$xF3L@7K{X#KwR=VHe%Ub3{xI_UmBs;xU@togD(Mp
zF)QJmiCv0_Mz6EzrVK&g&#N=NZs=SiZw`y1LUe~+i~bSpin-2i*M7@Y(yP!pOr&{j
zVxdTzqbG04My&36)^!`YapUxTA}D@$60XdQY)k+**8jZvN=<+|;v?#L0UQoUi9THW
zg5xuGJ+OmEa7cM3Ro9U7M?pzU{WLMcRzLFJ0ZuoMmc+K$q?Y!}I#sN2!Gk>Pf)vBs
znB8e;1dou}6%4PPOV!UE*)7%e3^Jn1yNV0#$3`vcc`nk~TosVCw=L%ghl7uY_}khq
z7p^a_O0;J3%|utf!B@gCaEu4FC=%=K_?yg2{%h0Y5+fX=o&a-Zhp^4nqfDH{8T=@X
zjVa?#RB-SH`Dnl!mQN8gr<GP5x-Qw+N|j-hM6t*^6(7O@in!)z3X6zilDDfr8jXv{
zP)83!>YS&KHs+=#CF$v;PT6?kD*iw@R6uF->~;!ZKyA8D3Ie)b6APg7xycO#LdnvN
z+wG<f+x-XV8`92UX-Y8VmcS^>0(WqaYL<|vbEp$@Ofvq}l;Hoc76dygc8Y*Uy$MTV
zY#&Py4{~hYB^A%KNY4L;-|1~$bM{|lLN@-w4>jK_aA2-eY1ps)a9t0HsGp0C%&c??
z%q+nKdbHq>={E??j;5UNPYDlGQa&+PktfSKdl87fs4;z$(SnvLY^G<CQxhSxHHc$T
z>Se{8vXL#XPKJyznn<!8BRs%ejH+jA&83$7K5an>VH^#_JfS@hX(gvNfi3O#5mjtX
ztT-lrwDXi_!;E|Wb>h*(zAwE9ZczVZs)1Sc$0zOBc?9gvM){V*#GPFfQiq3%4#YS)
zgx2On)jxOsGNp+ZKHd&Z%jNM#Ra$IRQQvGpXNWp~)1`ytMGQAx#ZR>h5X}=+%9({q
z((@q7My+YHdxC=Hod(T8bN&b}LjBn=|La0zj6QF9yuog6G*`i(H^8nA5{LI*8@B<s
zq2xo5=>m#=27GXOs3~MZ0Q4<X3e1oK8>8Lk4HdKe|Fkf5o%B8NtZePFC;zX7Ddz#+
z#>7wI_qsA7ez~xxOrAi;Ijr*li`xynHWcH%ys<*L%fNXh#`%juyoY1wu<H0Ti0ahI
zQ5+Y(1Ix{CC;x9BmY_)y67L@#ASAZ8zdAnNL)Yk;x?1?Xdc6JPx2|GE*OuIG0Y>P}
zT6&Izz{2c>@TFROfC1P2#@7b5B&=YkjNW^{KKKhI!HGhSuAlJV_+S6h|ASokf3FG#
z#MTahg(O{n&N$e&4+A|Hihh2JW|J*UI>urNqO1|;(7vaXA(D1j!7~9_(FyY}z4=rH
zW;OY|e_Gz<>K}3WxpV#Tv^KBPQ49|aOw8rYn)+r{;yiY)paQN!R>7YtaLp$cn8JPx
ztu3Vi!)nUnQG%nt$ioH7;YjRZa^qZ^S)9T!EtYB1RY}74JuOgZo)WGk?vg`u!pfaP
zd?^8=Nec!o!@G)NRt^N^g9-Vi^VMJudE<~jHUaE1e}r><J1q%S%X6|*7WrAa__rg0
zHj;D$yA%Q;6jBq)Yvsx3y~#tTM)lR-%4^HuozEEQ!g@&!(`>{IL`|-TOCs0Nrm6M*
zD&;sigc@vzDJ_UR3)ANcY9N$057}I9O}>R*!61A&PH9yQ2Guo1a2DyaP}~AT($--2
zgl9W8n|b0T{7stD_oCOd<ac~l6g-^lnf&QvpChc)GthD}odG(E>AdzDLDhkKjf}v3
ztR|G0wQAL+_d;znUKYTRj7%|HZbM<+x)MNyOZnGsZG~sBPh*nf*`1luH2IwAESrQG
zN@g9&mMul&60{{U!9{>3ZpVhE0&AEJ2Fet<yKoTVvG3?sQPkPmxr)J+`$jwKaY8@)
zVO;12&yWR7F=cc>`c~d_asAau-KIU5muj|q5-!Zf5a&e}xIts+aG*QD_cZsaebDfz
zD0{1e?Z*S*-57kuhLzK~vhOp6HT-X0UQFUD;5V_vK=gDx`O)Ti`Pfg^Lqu>bz5VEX
zJNk>nK$sG)Oe&=t((ZrDN;T5ZxGO&yS0*gAt@_oN!^Jrv@Ei)Ar{iRN5yU?8|0xBz
zr`r@uoMgjKK{Bor4H6H2!vVkDp$u<bQGys-UsVsz0q_zp{b7M>*H}rQ0t<(ZK77RU
z2YjJ*l>2MoP;P9n2Bfhj-i;<BI1tspx(aS%<lNuN<1!n5aM<g+zSw+A=-dpT7io+-
z?(~twvsmuwFlZ~=GHkP{!HbjV!wAJRT54a&Y_?F6NB&hr8x`oVy?I@`D%%8dDvy43
zuIBI2w?_(8omwzgtw{v|FyOrEgzrIu;}j?eX<OW8CJ1Mju>+qeu)KhNW1^y$tcC0V
zp&wXdb5K$G1f^ldn%0DU`yis0ZXX^I^D5sZ!}G5ltE+FKICnBP?v6JFGwvMe@OLox
zJfEmJ6XpB0>?U56=ljL`>e%UZvwF*+%5<W>HeW#pv0PfLjIcBJt`A~iQd&Z?=ZD9C
z{sH92rr*>Gb9wVbK&_q1>nQ2)c!WD%fa)?09ZZ`WPCG~6^2=2dj|koTj?IC}{zXDT
zv4j7Wo$X*@Wtx%q6CEDbFrr4iDIP^lqG(H;`gOO2F45kG=+|DLfL(rEmj}OtvHg8m
z3}BiNE2lWxpr}XxFp*O;EO=~VDGeg&HcsI1;(*KrjEfFAMSI@@;u6NGotfBLkX?2q
z-spHRq7jyKJq>uYy*Mx_LBwiWbirrjX+E|$uzSNhIJEhy@AK*$>V_zJ$*{KXv_qbQ
zNsl*jkgdsEokx<c1Y%Tb`vu3>g$1t}q&75rTA>YS@*?wa0dk(w0N>(S)ZcR{Xs}0q
z9zAOXLs|8>dUiUacLdtl{;n9!H#UStA<ZSWK3a6nq3v{Qkg92k6wGEn|8je7?056A
zVe2Rj4`q9*z!<aHUgwP5K~ox@P*yfatg1XxNJ};IWBDXgz0t2Z(=_&80g_fq!@wfX
zmTjYeUm(dWkA`Mtf`rA6TNCYf8rZ#74jY$isBoW3fAD+$#`EKQ83Yln&uA`)ug*SQ
z$c^N>F?gEucxZBURE!~d-gG{0GP_c`SJxz5#i&)L!ELW-J?hVkdCYNj+yw7eP50rn
zdkhtwbCh?)((#Z8_DasT_KM93*Cu|8qBE9Z(?`QH*hGgui?tfDmsI3o>9lsrvJi;t
zf&#6=^z;W=6#M}J^Gye!hc?%+cNtr0shc0VBCIs&cSir8riTOOrj!=kdwJ}i;au-P
z=>{qL8Ls~Nv#`_iAw8^(@rOieWpb=CGH|GJ69`6t#L`zt`98BfYTRfjgvYf-15z`b
z@bOOow9Az%4pR1OOZ}1Hs@Z{<V|1=wyr311>ed<M?qBJk)_d6#91oa`MF0yRkJV*{
z(aN(2VE2gn?}^GEo>MbRg2^JOE`fT#ri9^@m3vpc4PW>Rx#ek3pw#p?iyrd=G4f`E
zf5ntZCZ&IiNd7g6t#gTc%ZHyaVaeUvwf;O486}WVID9d(@Le9_&JgQ^)oFiW>ZGWW
zLYRX3d)T)2r6a&=d-(u8dPhNlR7nqd`zXL%ohxJ|S|#}f%5v{&<WXHRO_;)m<t)}4
znb1v)J7~S2%%^F`T^7m25ra+1ia80kf+&93quh$xApoTdqjmgnf@e#Lk-QQZbS1v+
zai(Il^oqgfJ2}La2I}`s&HEn>FFKzR@zOQ@go?(iB}ieJfaEGzK6k2rd3UCL@a0M#
z-)OpyRI;*Osit};_cZOnIAT9W=TE;cn@ATKSd>n&+f_i-w5x;S?(mWZ7r#QBi0)#;
zkFo6Ngv(zTq&u_wxm7~S03XVRx=Dz;oWeqRbjf^jWt%3s?+@rhNT2N^A0lM^)0ESN
zcuKyHOoj5A%|bjmh7JB)HjWB9p^TMeCZ$cYFuaq~tibna89JSIyxdo!Ca)bR_gs97
zOgo_2=myS88c9pt@O-5iMzTckKHDU@OIH+N%aby*WqJ!h-)hix+R2e-QY@9For&he
zt)bv908lY?skF0m;y!a$CY36eNR^dFPY1h!_)8phJ|CRU3)glb)_v7gny{ng^zVvC
zXzil@3SA}ihKb5SerKfz7k`_VB%<55`Kvm}gg5x!Ul%x2lJpJIA6CLL73t~ccKJb4
zNxpp{IebTp(N5I|T{T8!^Ro8k-bPo~1i5A``<SY9I3V}OEaaK66p%7&fUPgOQR{w8
zVdmACjmE03W8w&~YRNhiMP)qp#_-tNg}>s()kJQCN>gsuSv5oE0_}nk#-|-hJAV5l
z_!<%a0{|{c#68VsKVi4L{~$i??*OEep(bhVK4kaBD4tw&Z<9PWM(qTt=IG*=G3O70
zADTY;fOpvV74Z}@558t?-Z9*?Y*j3dj*!UGeW*xEwxZl1>1kcQTGId~5KXb0M;~j=
z6Xpp;Y2j*zD*_!kD-ZfHK5`5_@X>@TEB<~AVRAGLzopGODju^ASW*hJVv#ptlR&P$
z7kPS&S}>!Kl#FbjPG^Z?$(Z7hG$U724gq1;T&Pleadi8o+dAj?a&2U!C6Vpa2<hKm
zhJV^!Bt&I!gTVi-`k$M+PzmgjGadb{0WKA;stRO$e3l=h=h+rQ_8r#bu@ToIjOF;C
z^qCyZ;^~x9YW*+c1C0Lwj=Bbq&)q@^w8L(8F{P8X@R`?HTQ0YrN@DfrP&K?xaWX_b
zTfm|Nl-e0R|1uUV5Rdui=sFs8hMi33zOCIsJdZ;&)6Ag20v@3+?B2+dgvifr(yVlw
zZ`d-)+BTJIz2hC!JqaekN$<>rVP>+7j3rS6cw1qea!MVPA_3IdeeC9zs`8aF2rQs{
z0PyN}pxEi|K*=*x=N8hKRHZofOT;Ix440F}!BoYpWpPd=vgg+Bv-MoKWkFTVf-<Pl
zDZn@*$G&NdwZC1(|0<nBw~M02Y0A8{aPq@i_}~1wO71z6ag#r^A!|wI<%gtMvs8>I
z@ANmsgsX)5tz5f3Ogg)eclf5qf#1NiUp{m^Jh;Os*M<V;%J4WGWC~_ALPyxNx@?2K
zJQugt2VxWr&PS)JrPuJqNMe&lJNv@JtawwCxM8KJ3Q}^x2xTFyaNDt5`P|w4cP}j_
z&L&l=c8)$3Qq@S_4%hjxB=RoTffh<pTRe(l!cqcIc9deRF5~n*E_J0tpzlZG+p}0^
z+fCAJSedSKt}4O%5>USAvz!#3W1`z!u3zrYm?A;>!^7`;AlFc&qL9KQE|H1Eyb3fT
z)1A5N$f?#R)_(wYe=!%C65PWe#$za)$^yc@f9dxBYis6&U^|IC>hE!$eRn+ZKF`dP
zupal?cIl%%t=@-(mliG-os~T5UA(nrLkGUkX{u#ejI@mvi0D7QFK`JLeJNg!jry%w
zEwPI6==<u@HF!z-;Jzc4W2$h~yom27G)_Ih_aQ!HQOrb<*Q`=Wc-!duqP6q!K0UjR
z{m-6?Z$NAxj2S;)IDjp{4MysnKn;ci5EYJW4H^q}SIQLBenOT=O1|uWN9Cl@M;fbW
z&^7MV$y8@UR!;ghshGjQ`H-SK0Ia9y5pkVBheTPMu{%U#HLd&FkG8COlau?@Y`1Kq
zlFA&Gz8+sRPyWvHi?FX3>M7~B-nq7_B)m0c!}q{1hk<Av{O&a|O1h$cyb|n`8;cJ6
zmf|yL$>)MK7~T?I|Ipx<SuB;;1N*^A&;wDHpmkjH3c<QyJLg#_-VlD}L*VD*^6665
z(*KLBw~lM_kKg@AcOxAGMoLI`j2@tbh;)M>0@7Whdo)OjAR#R+-6bF(C?Gv*G$ITE
z&;2>y^LYGz=W+hn{@d<*alg0s^}4R>sZG2dmo=51-xOJcu@;p3!$A)vgK>SAO*@yE
zS|himRMgJm;B(Z*uh#MFuJeo4Hhmn8?^0+{w=<o=7$E^(Q9;372l~WLn2#7^$tCbs
z-J#kmm4A2drwj?kHm7|VE>3-Yy@ky_LottmHw&f+ITM5xdg~pII)0%Gdh(f(S@P;6
zY2tPCxUm5Y&sNg$v-|gLI?Ok05fF!-cNZ6J0(M|Y2&1v(phV;(@7YFT!DjnVO9Y?K
z!s3evub@P;L%Xy?M5A}56x)isRi=-9xdXWT*XiYwE912EGulL6LY<DXY7=W#!*wf;
z6OvFrT%|3IwUT6L<lf+hOxHy&TLiB$kyZiU30-3B&-{63YH+fOYBi;%D7~Z9@@T|G
zw72`r5|TLTeeuNFlYJgmM9|#{1sM&<6O)3B0dEJKe1E<`#M0T+sYo8HOl2!Ld&B!`
zr%3b+AJ{uKmI4wQI|CwJ;%e{PpR;J;9h-PUypPxOON)eG8`~S(gqURt9~lk|z7#rb
z8_fD(@<Q@)8I7m;y2jP?vC~gx?H@;s^`A}|2%B^U?f}MX=sxco*qlgiIK=YO>)S?p
zgNjRN=?v<7={D5y0Hup>N_lb{V$<-__4K3ipg>561@KS!QMwVnkfTDkKk88|g0xYM
z!$5w$=8<))X1iqaE9CKHw;*ti2q@)$qNx@FgJ0X{_bd;{WPJ%J<=<zkga#dkV*Hw^
zkB1MbX4K@Zb;puoe~qHrC?hVV%as2bJI#=1${LT3xbSy_E{!hr5RSaT1_^m#X|{LF
zXg{lfAV9OB9{d3+O(~Xn-9Cv>sEj*E@gj1TNvcd3&|Mw)k3zf`S+S`#Cj&-{3R?0*
zCYe)`L-o{ERY*;j319Jq<^CnP3pN0R)PV_URtpZEa&AYU(r8S1LKB4wvwRDKz%T~m
zrhF!(Ydq5>!tiVCRiEt0&#I4}S}>(b?TySAcWqO{|MW_kz*x)dtC+giRENPa+^CS}
z@9C+Q6r}n6*><ohFV`qlXy74^Ykv7l%Ktz(|GjU65tEaK%8P|3A&V?5ZID6sPc&z}
z^C%orRzq}IKOmqIN7UA@#Q_@LF5@Oy99w^br(!0RUf_JOpfkBz)2B=oiq@GOZ+IHw
zn=0^pFATigX4C1?CPdir@$|s)<Ulr>rAN;}mkotPVr#+~^hmR#GZEgvC-oc71IMpU
z&Mz$d*<~Fstj^~LCK1QUpIm?IE9`$%N4n9nL~Yw%Q2sHQQ<V20n=tfu>5xwD)*SA8
znXjC{68W}c12*}1$KEqT{-=kLi*^!eXJ#GcM#uM$M!fMA0tBb?&&e?lNiyR<D@Xc*
z61h#H;Krc)K1xUlgp=2rG8@Fn8v@b<fh34QpUu_Bq9(EgAfPb<0xUiy1`r*Hp-)sa
zT!2}7#N0Md-H|qGipztZuX+|rsWwnPA;V`gTVsOt?6=FWy-zsJSk4k5=%UVVHXdP*
zBweFzGAv#Lo`AIA__xG)S`Xj8y=D;B6x@}mDNl^_!_Mev2qEwcXpeD%dBXho1hvy)
zf+xV;9uQ?58DylG*n5Vn?o}M4p;mL9laDMlh==qnCJY*>XLBP_nS3HpJQYc~QW3cn
zOM3Ha9(}OsL#Hxn`PG^TNrc=7rr%d*tUT!u4a>3rip2nQPDv$h$X2zUBi_rE-Q%-+
z5+n0A?gS`>yUG=S=w18I#?zo;i@`CeNc!+w70OQ*`<{y0GIG@7p7~xpjsGxMcbXla
zgCK`eiKp7@&D2VlDSj-L0bYSc9|G)^NJiT35v7%zkKt=AH`?dSIK>^`$ixPNzFg-8
z@&4_);>mMv`%53$71OHc1-9yB-c~OqXx#sLeh`*j>+~V)vE=wRWBA07(k|)q<L>Y8
zwpN=qb4+kny>EIjhA5wkT<Dm_p7Qd|g?9}#P)_tdYBnr?g!`lU?bLJlg!17NhfV|Y
z*%^I4-Y<Vd3G_jjY3YvTs=FYXO;uiOUOrxMyIxbIx#bY^s*|ecDr4g7vy03ZU?Ui3
z!Y<FBgQo>J!bHR;G@{bXyUlvdspI*fzk!9~-NaJMAOBv8BA^&CjVMW{yqHr<O|^VH
z7dYY^6mJLmQwivs0>nxede8JMUKlMyXKqU~GZb^?6U#A`R8ZXhr9+OmGWyNCcs^3C
zXI5*VXEg^9g`5;xK#LvM{t6X-K1(1E?>jaCVP_)f-(Y4kOCR-7d6E_!`7;ItAm4qe
z3af@vWOou>XZ#WD-)ztz-2mrs;0*N3&8*s6IkB}<5_eJIW<y~)(Kh?MYzbP<kTSRg
zI0i_k)-(V0qyGnb6!(yY`m@rszCZd(F|JkPp*YskVN3DuhsWvPSJeMNqq@mrZvOwb
z@cI9wbwB+7(z?JR59D+;fu%m)VGhPX17vNS_i2SFsR<ZP$Gc6JRS{m8)BN}1-Duer
z^oaJC_Ql&`y2q26T@JRQxp5pxNQr2#lgOn#Y;wc@)`<UoqmX_vHWZcaeGQ*|PVcki
z`x?YGAdqIkzA4c2^_&~9q0`aO?!G!|D{9l?VXNC7)D<!>8MCr_c~#rv3J3aLTx}0H
z37Lc08`A(X+$nbBoNSL35A!mR4otLvsriN+hTH?%o5K-e*QZp#?CyW$O+eyofUzBa
z+t4yUa4(LMA@oGGC#7^-L88(FBxUd9u}DBfK&Ch9YZDXR%X3w7we%c8@7sRmPMl(|
ziw6&XAhC#GY8IWWlXpsB_sln5&wVmfp7;f=b`_t>av~>v!)~m0veq5gm^i6++P;$W
zWvSo^_|!eggxB?o1T`B)QP}1Fu}G%$sMqmkuF`{bzv?q(-lGXzXfB$<fGO<@LDgG+
z^|!IsyRzp{ams~gh`^i|XzA?)45z>%FRzwGDZQ%cqgElW1C;~6py|AA*2hg1{YqCE
zcb5FkH?NI^VxAjvhIK0kF=XcRiq3*w!j15AixS+@K3NtF_O(y%vMa9+F5Dl;1^5MV
zg|re?NabJ~5hOfK$HWm(&eGQb*}v!G7Av9WxV8_c|62~pNs%f`s{@4cJ(h@Ve$ZB~
z;q*A$3(xrCXAR1l(%K~%)kavNKaekeeweBIIMJLrrJO)R3e31meBY`U*Ep7)?M772
zJY#@Pi+0~w*wlO-Ey5Gx&xGQxTNO{K4de;5OSH+~^$HY;w8?G#9ID|%s3;MVs!ey^
zDTL)Ef^gwNozL750UDP7K%SgYRJC2DWfW~sN$%Lrv8B<;sr4m^xDiY}gJ<}anZIVh
zYl;>67oKC_2(Y6*xe^9vlo;6L?%w<An-?PK^I016{Pu1_6|~V;)<1BW5gSBlta^2_
z&(0RFzV{0tqk~3HUGI&r68j&CkbdN+#DxQRJ}?}YTj>l{AI3_pN-lhbde#Z0_9_sg
z813_F*;D*4EF0%iprg4JR1*j1Oce;0P$atXjL2KJRqIIg>Ad4$=ZUIZP41G(IP(-B
zHh`<myuV1|&7ws1*oD-c`l7F{)nN3@p>{u1|JFZ=9}1u8Vs}vOaL-M?zNR@}aAg?3
zn$%;X!T8ZKd5c^WpLo|2%D!heSyWFg_zz?>*#4F|_}iOTi&f7kHDM5`&{w)b>f)0|
z)<o&BUexLGH|0_vVG7l!gxGj&ql%Pxd*^XP80%}e-DY_UH_k+G{QN@6C3Ik0elrlc
z|2ryqt6T!-g{1GY<H{w8^V**L*_l<XWS_vM`sC$!&)%TA5dM5iaCB=~;Z}LfR)goY
z!J6!YKEE_Rw}n4vnXH-idPtzROZqx~rxNMX;i+qPXqppfM}B~Cc;00QpT*=HT`o{O
zn&GneEBLrfPjvn1X0_%S_p^%ndF^3xru~1QqS@zO*cdKeGGquD&$&ZzvUGq#%6k38
zqy4~TQ7WB|aC@kJ5GR&M{1;FrT>IiI#U<h`r!Tlsk?J1^p&u1ZpmXIFVXNq8!waGG
z;!mF%6Wpo`GC@DX%3Plu3W!c?Ufl#yolU6j;QFPpeD8D6H+&%=QstmiEMa3EZ(a55
z4XaMuYBp-7*hY@9xm=vC{}t$CiV61V!?N|<W`cn<T>aMvl_<SUO5z#?Wk|HC?a$q>
zi>O?4G%l9S2TQLuAC6ABRhNcKS5vX|ctMCr-?DDhU3WqDyb}h_HBv5OM&UsorT>)u
zUAn3LyrybA41}!>xDy@ckadRI=@u`!m=FY<wH_4`$h{yJpcYgAtF=n!ml8>FMvSSS
zHTV8?0>hb^P{ZGvPhV(4czusJ(-{tNc6qsu;LCo=KNdSiIVAGVmWCcnA6o;+$W2Ou
z)3eF+o$sPm&h~j%ROOnP5o_kdQFx4awlLd1nUwxx=2uDQ*|t^2rlbZNi#nt*PcjDq
z<^C1EOx=46j)X0rtoDNG#isXOZk~{3^9G9nJzTxh@vp17eG~n0a~rD>Q%`y#`)-<F
zxl*v2Wi`*<4Lyqf{_A}N{qTeEf~Vot(@K-dqL!)L(h7rd?mqeO+17C9GTThdyFWWJ
z&Sj2;B3~N6)h?}?TN!`U9}9}IC&m&YRbK6QJ2uc~iF4v8(|v(9aiK{pmSoLIX^iXe
zn_USRO|7qSHADof$1Z+LDeIXE0kjLA1`4Jq&w1pGNQFO)i9OivXV95x^rXyZpO!nn
zB!|hKrE6BRR1G)%PsSH3zmt3>7nhKZin_>YPSv%&-p3B0y;0#eN1_Z4lZ$Is8R{Zw
z6WeK5{;PE_@;cj)sH-9K-o4)9dT(-;yB?L%sp+Uy5)%!909MPMC(&R^%hB(*Bg2||
zZnbvk5t;N8e7lNRpyEbn)yIt^jsX>Vup~g{BGndm*X>UC+@8%kn%gBM^m>1dqTTR|
z<-Phk{-|Novy^38_ZsRty!ef|y=W0o2){z8dA-Z1=~g>?)kGm_P9rGs^~_9N9kJiV
z4yRHtJ99m%u({dE<!tDga(Wq@=yQZ?|2fi+l${7VGd)*EDT1mzoct<&^Oj9TAQBBf
zU;5F5n-yKfduj!(S18U-+ds04U4qoSmrl3Hb;8S8nvl8ZC1&eavC5f2(wYCl|LQ=B
zXLg3_Sq(yZ%WxUlRP*qPa$*K0@++;g=OUE8{St&at<AlBz7Rt=E?m#+kd5pm;Kx7v
z2b#A_xAm8y$s&(oyT3j=IAgYh8`&gezrnY&<+nImN%c>{DO2yY*Co+S9~bo!9r6#x
zxU`6kI_DCKtR&?7S(#(=L+5@cUE2P6gr^%K!z*ai(I#}U+5xG~sgwo5J+7iDDN(U%
zd{<L`ve$gZ(3_`kVWl}J`6lAcXLAH@ziCA428K<S8*k&S58_=^wQ?>VxK?NjE8+{1
z<k3s)<x3Y-pMzb{>Xb#`TI#Y9juGZllMKN6by8|tP7d^7Dt6+a`IC)-(nq009=;Ki
zM+=`?<Ezp&U-_NV+%@}On0GG2qI|uOwI?7wui3IyMSXfTO%7|z&HG;p8hiMty5DQa
zdT%02lG89>m-!4~21!11v^F2H$XDg7f1v6Q3pAgb^|t&Cn;r9C=yHN-&411z5Q`jL
zwU&ck6LNhG&l1>1Meuesbp3REK4@63WHTzFCbd!6>l1_1^4rH}@DR2a!v)-0rChe2
zd(;KxV*7@_vuC3xab(QStv-H8dKsiT-~caBfCpbO`eqQ?Ycn*Z<2kh$Cz2PgN^~=d
zd@OpJCC=-9UGSTq>Fz3tzP+Xlo)_?uIhUMqW_L{wCL&Nc<M(|LyYFJV^oU<O;hYJo
zHKW%dlKJ6p9v+|47fiRN=_LVItWlckdM!$w@pqSkrJ)YTjps5N)Om4+U*Bf@<Sw5{
zlL-(F`oP4dZREhKCAXjzzq{6}9M1(=N8sLCUITM{2L9y&s22fcx{}wrQRh)n=a=H3
z9udx}S0eHHviZdppq;Y=PxFJTt67p@4m-iZcWXU8I(uG}*u}i(PpV;<xK_S7?K_S-
zKPHB9z|86^w*upN55f&uVBEIa>E5cdX8Vbc1_{ar+7}E~){ETxet;#1_>6@!c{*FC
zT)P57*#e0Lr4ESi>n1t4h%^@`r?UJVF}bXg=xF$>0QF#!#H$+OW`7}<#a|h&`7|B*
znNkdW5b~j`-Rfr<l3qKHr_MHx`^$~@EP0=o-~;BjRXOgX#eA|XA%4V>sEz?tAB^Wm
zhGzClIT(DB5GV%WGW7ysAxU-PSwcfS3Tr?F7qh|llURqt`Nfu|m#vBQQbFNm&k0@^
z@=6dif?8wMFByprIa-`~A#*UG7?hX5njS3WC>Y9J<G`h<*#Nq@SI<U%+Zr(eW;#Uh
zf1vDh1l^eD$tDxNDRO9Ur*RkWRr~GjRSkc*FVGk@$^Y{WY4)uufvMRP;FJuLQe79q
zqHsZtRuR%*rVFMs`Ot8nm|l_(e&=+2({Pbls)=>hfyPU5tFln|fOHv=8>jEb0VmTJ
zuo$hZo)bdBW2m)ub}Wj|K+=OA0~=*?eznbLT1^~PMZh*)(7C)$0$mhGYXz0Bnmr8$
z*K@6O{IGum)(w|?C5BN#8$VH}fxL|26!5BI*|#P&Q}O4)3THL?JCvLMc3NTWcRA-|
zjE&tA>SB*Jn+wP3X`7%zSk3@Truf%e*WI&)_rtm7w?GSqN}U_GvZL6NaBXsrG<6GA
zRfSe%ny^8|gphzUzj{iRcminx?4;7T%kLGT2d4rLj<~*>eBkq6YV(5r*p1oce#(6v
z*_yJ%)92sb<McP!ox0xLb#d^)a-+*N`II9FwIaafN^olYc2{#X^N}v-<#&76r}K8w
zeosF<hMg~|9d^88Yo8qdb@ja|#j3y|y4)sHlq7vPWh&spg+#*tkcDMioPsZvCU0F+
z8S<URp*)Yb=vg90c%FUzP2S6wP6l6(JuAr#G})5l*oVB9e)$Pk{*jJBKTTa3c5ONK
z3YOYi^DerP|0W+cT!2mExYf?okoEXF%a9kusg88{h@DjZzyYBoO3&ucJ+$N1G)V6n
zHzm+YFUzcg7`O97*P+dU6I%IZBp8hy`{pKBsBI>@cz>?cI0uFV)yc9E{c^Q5u4>cg
zzjE|4OFDmuIKrvZ)!&R$WEWbkeQ9UR_!#mirko<*@tPg%JhFx-z&<%sb;mIvf(Rq>
zrs-9|aeZXT_(CG3Q|n-FTwe>({3B7Myb?qM7tG=uh#>LLvsvk5jSCxZX3=kGp48T1
zO&zu`33u<Ux6J#d%04~)tOz?qW%w#SA7j97SlL!g;8X0?g4u+KgAjW`HmjK!8(S<#
zZ|_B7g<k)y+F+E}YYwpg`p;sjVOo&^VWucpUchUR>;uT{nsjw+H@HJ}=;M$DL`o)x
zeTdbRRj^TYAYE|CNh7P*s>aKlgE~jTl=l@mwYGMy_F*5UCODS(FY0|_q`aSQud;^t
zOA?K^_`LYjhQFW9lo&N`e3lNE8WL3;wM4Exf_?&K!ov6ZeC2(uIAsAE@}A*wV^L8V
zEgc7_ZBlpyTb*z&#rE|l?sGCrRyuDm4frCqA8$uS6r0s={6Aq0$UT86LwgkqsKkay
zPWO-=+cT3jmSh0YJ$Ed(t(aA|>?=c&HBcy-<n-E1Ccb??Sk;~HQI=47-ktaUT2Qfq
zy!bQiSWkDyorfnc8IpFMp8C6oe*AOJS4NH#eo7+K{;M;Lr;F#Y(h+D?_Fm(F7Ms?+
z?sR5pp@w5<xVB_N{&u*Qa27a`G;ApNwXJAHabLe`QkgCROs25Df`@&g!^7_Yi5j7c
zCwlQSW~P1Z%+LwTByuuq_-}V9ArR$c8`*J1g)#diWoq(uTuaU@b*US6S{D|aA{X`p
zgWic`@Pk-?p|%eu0C1=5Z=_s1vg?fzUB=9yRYq_TQzqmIR#4z=?$}sPSj<|N?d*$!
zdeJ^i@2S4-TIX$q_R;Nqs03Qo*Wrrf{5rJZ2e{Pip}zTQDZ$E7k{b!^$bk3kVvaG(
zyfg6bcRarA$~KPtREp!n`RT;L8=N0XDz_^hdvk(iX$xKn{gMSM<Wf6$olBE1=%GK9
z7qT4}j&J|wZ<D|Y1iUf9=OB%l$8VQ9_+Ttd027DEfT`V8Z0=zfi7k-WJmn;)(G%>w
zm8m3?(x@E!Ew<kL9RrjB@QUNdah;8S-IROvvzY8P6x-$Qjy)RO-EwuBRBNM#=W>g}
zk&Iw9>B7fV5Z!bmz+p;FyFwN4C&yjib~#WZnBv}p4q5Q=X(;Esy+>z8`t7K(KC_xR
z6B%fJX-|rVBnv7ico_3G3NzNtZ!)m70}^eu%Bo~c!Gnx)NjSo0dB=P1r-?o+C{?5Q
zV6Qe|%y!f%*szS1C8%E~6y5O`|HcmxXepr#H>yxgQ5hCIc_9{_gv^-PY^IsLiwg>;
z7}CG}S}<av6T7>Ppe?o?DJRqPKKIXewYSGOW+@cs4VXfIh>S7B09mId4jj=9MB>@`
zG)c}@Zx3~Q1OQbf)v}|X62`rDoxtNrvXmd9C`9KB6<n6sy|wsr)9lqlv4Q>(b>N@E
z4o|=(tUxpvRF{(4Jn5dwM1Zix2Fz)Ehpr<ekz;UN^CSPm8o=#})tlaie->9`-la{A
zXx7K>iYIEUGE4fDi{FJ%w~sm9SJCj{gk?vS8ejrMcqQhAGEBKhH?bZ>qo8?}v$6^&
zAld#TpaBszkXYk0n0%;hpG;C?aI`Tt?|c0bobWD_Z{a{sPXvh|JH>C*1HV7oiCKhn
zjphjU0NFHWi3d4dmM<OHDU#cwJVJznG{mR<FJ1`5r)PsFvcDwlWaKFyU=C%t6_aWj
zBqXHNnHRcQ?yUQNmga+G(egn$I9Jnm(%nwXkIN{UCag&{W<E@QF>{dztgcRR)rlCd
zfF<rheYT|#uXtKy-O4*ytJFjg254R_h24M|$VJ{KoyVZ4Z{>R_;y(#Ym9l?&R_#T^
zCzjgDya&6HN3{BkK$=aZ<a;EhTIVo04p3*8EQeIdm4eM`D1a;2hELE6&~zVpu!CrM
z;^4+q6I^_~1HnBWV37P?0%sQ0Y~b2sYzjT1I(rhl(c*M=@P05^YCXpzgC8-Dd-V&R
ziJ16dx-=wMx>WBtd37rp+XmNrmG9Z<a^za#*%GCKEPi%-$Aqt26kH}yh-ixTy%t#a
zKb=VfRdIQvsi;JXJj<qF-nH1#n4^BE3F#jC;m<o?Glkh-C5^*!!!vo{N~aBM^`4pS
ztI}LjT4usD0_Dve^Zlb2<Sm^E%G4SGk^(M=6WC^X*uQ0GTV3rC=Pg|XFI^@>il)0x
zM}Qw4$HJJ+OT?k-G6O8mKwp$Ey))poR>t4r0VuXNTzUo%<gXE}RV=(YMf~Y3lq1HV
z_pA_*899(OzPy9XNf>ZkA#%}Kqqpd*;$v1viFoGxqq8fn6*BwONe1gDgF>Wb^^_j0
z4{xNd?>{GmZC8xEla$l=2g)av{|9=rReW=B{xS7q!~e(0Vg923e>ge+K!<cdD=tNI
zJ4B7Tl`Z!&k$fY?dSK9EGP_;ElkU)@-VqpdfxcE`-6T$%2X`g)A<VMd+=;>zV(3`c
z!-$B?1CB4FB?DrvNfi~WXkwwvm>l{?&98*N|Bu-d^oOCJRLgAp`(2>;X#6EFuAu5J
z_IZ;YsmV%JOjLQR{2OatyyC9ma2I@Dh%-m(53fUgY;$m-E6o_InfuJ-(llX}KA5Tm
zMT_sM`vquF+}Z%qK`H6>mylQ#l}<r;zGTyw7z+WXRBj<b_eGQG;22)E0@uphhtPi@
z2I2c)zc@8=wF}ywf`>u{;kV)9z1(-eL`F$*H!z#!(mmMfGwLh`ihX$I?}-xpz4P(|
z4L&yJwZiGsMS5%sNJ&h4hYk9{19)6VVn4PLi48DfqrfHx+DC#dc>O{OoWF#C6W&8^
z+yKx#0BR&l;Ki6!3CDsyQnFdNrSNZT06D7N*@6xq`V6qLf3sC->MnBP%bMpG>ym0Q
z?Cv2cu}L*V1a%+uM+?lxA1M<ot}9vsM-wCUjpbx4_S>VimSEXu{lwsBvAR>xB~X~a
zS<dI@=oWff|12lPtKYcktV`pwY5a#z_&IWpZePRDCr%4e{M1tio^F|=KxaX){6n|N
zHYX7eApz}+;%&G3%Q!Ffqx0=T^!b9>MtPk8I9VY;$OwnazHEOOtBWYs<<01`@QB?&
zvg8KwP2;rs?1E;WoqSBy&a&3G+SDnt<PCI+0g*($-1ytQb9A;2y167zd335i_^@x8
z_x<Gsm;D2E6&6YScpy%4i}0@Yc?7Ojj%nHrzgSEkRRdAuOc<8s(<E~}3>%1Xkp|wk
zO?Gm+8)DWzQPuG{k-n3?(YmZoEMxZm*>Nb*^@44ZML$QO(EBsj^J$psPf>vDOidRJ
zX>5Dm6MekI`j}j;erKhv_L#BHo&3b_kHh4rTH>sYL{6c)l+oe|`Ygd?bl|yvGp(g2
z1F4Z*U@A5Y&N7I&RswFSCnL{9k1kXZ>Ar1J?HZye*U>NA#Bc~m;g{}m0-bDwe=hxf
zz&-oV7n3=o-~WM>=a(!3*ux3t7&4=-<Tf;Imi(LXg0GHL)dqkMO)8Vy3yFTv8)N^d
zdKJkYIJ^Pp1K8<-=S%*;^b~^%n?i+D`F0sx!cxSNt5yQ%!^WrzwW{ms{>G0`A3CVL
z59&C;%*=$tFd|2KK6X%!`l7yZd}`=b2@B@O15vz^dR9#UYMCy%LCZdob*7_2At${{
z_5?@wcURi1=;o&@3uTb@<||6mAwInlQ5So?pMu-?XXqwR#F%^%nLcc2U{!NZ*W?NR
z_<XUlA1V-rzf`5IPiknMvnw?H*R$n4nra~sg`s3S{nr_-F7isu7>yyQ{a|UO$OXKZ
zK|(``@Rr=;&{z*_Ltdu*{!$T=_{2sTJUD(OIi7Jr6>@U(5a=m`J_6D%Cb2@Mcc-8Z
ztO7AGi92c=TMJHCrclsvF+V>HS7K1KG7W%IT4Q{TEY3la0m+oo1MS}|G`GRvcs81j
zUfue7sY)0m#p;u5#heJCv7*uZHfsG5JZ+Ugf@*zwoW%EVc9v3%ZANczUd<5X^{PAG
z#vQ0^m0H=j5oAk#dbIDHUH1O-f&i!3+zAHXI~A(;69tE|B<7m5TzHf<bUOGVj@EuG
z>~`xCrWry8P-eyF9jIO@Bpo+_t$!7jVR5JaCqRI%;65iYRsAAp<I+K(<nk%U!G?)3
zc60b~wesU?1XfMtwRcrwo@X}V>1w%lXn+9>E1TY$6U^BZ-v70RA2<78V)cW?)o0>M
zMNn|l-umZf;f-%6zvK*tbLXbNWF5HiA|Bv`j6sVH@xQ*1Yx<doh*(uxFs2F{W(=Mx
z4ajbN7sFs|(#)c#Go6F?{Oxjpmz(+hd1c*D)mt=Ii2cqaOnylAs|h4VwQ-Gel@bff
zHsFxvT?)dldCR*{rWMgz-rP6qynbmW&W{M1g1QAVANjmG)KFovqZ{3S+gIgiUHrT<
zjVHS8-bZ+hXy0w9VRn>Y_@=3~MJr30RzruNU9l%uY^oe2B0p_NOX^<Zp+U&`TJVDp
zrFpN&v%S2#ZQDYUr={NlW{39W$OQdaEoZ+~b`(Fh1bWS1fA$Ctq8J+2TC|_<aHdQ#
z{G5GELpQ~7zen3ZQHBxz`|d8-j#CGj*TYi8r^FU_cEG5FVZ*}A5{j(Z^AH{JN;zfr
z&Pq{%i${^WNq)NzJWGmnUz{zE5o$!=-VRk~KvKXIeQ6Y9(=U<zwmCtl^KiI0OSdbj
z^+`Yalv3qKzac`i6=D51Mp?caMWVSH)YTd-z;d5_x_wtXArfb+3UDkR^k53gqgh>}
z93v<U&0WU&Lj}Do?SuS@f1nA`g=~J6<Ss=it@LF@tEbqwp_V3$h~VH|nr=@tk>@IF
z@rPzxovix0q)^Lu5)-8SLV)th{RDM+fCK)q{L@j6dxD@r2Hxz&`8mesLa|<<F-gyD
zbF^L&$r#Xd)h2P5c&Ct)^oX;IY=E%u+C1q>*lpVh_Zpj?{TYGMiltt9cp$5p`s+bv
zI#x@)EY1^gRyy7(;@^|cG?Fj#_9o4n$zdpu$pYK2+HKKY8kfllvoM*Q1*cF(b-p<<
zM@IjLuxUc5%vm12^Z8`@?2G4IPT=t2KkFG1>y>0okE#07geNHbI@)%>wtg9P(8;p1
z3Hb+7Fkde^kC0I^21hP!?rQWFZi03>wf32`v3U7#a3W+~&U(A9{5QVeJl?hUk_ltG
zJWGWw**N8ry=B&|f9&7&cKHsU{G)myX(3TS@CW)=L>GLUx2%dnZSjx4inq%|$ghX5
z>vGM?UZhCt$5cTYTz#*9+kE^x`X2QJkB`erzT>!J$6U-qW|~FPp4rDOkaecmcxacP
z`@_srpFg`zv9HOD6nQN;MdF=jMJd9#gUsfCCvb{W9_3{yxo;YTqwnRmKl8oiB-^}U
z?tO`N<It7GH4fc9{rLBC?=;CFR%P(`=G=(1nK998vm%xvz+ATF(|lWD5N&R-^h#aX
z&G6+@JqH1;kc8B|^W@vJ?~(S*(u#9b*Eo?kFdDnCl(j!`zvRSIdt)^qdDFAFdfb91
zl;F7bA_jfFTcS%L^cn-Cs8^`KEhDxHfK%GN!pQ$c-_%g`35?BnvYs>c>u$6C)UOR$
z{mfj0UQQ}wCh9LOqiQVw%=x|i-L?%^W?|~y<ke?9M}RG?NH%R6`?eADc;;7c?6ZQp
z$S6K;>Zl2Waj*kH(CXT#ACiVx0i_`<7m(;!txL5V>QWEUOILwh%pahAkW9ryn+bPX
z-W{G00X0=3NLpxZMf`Pg&}mFahHkZCM^@7pdVcC5zcJ!BbcoHX`H^qyck+GhMwFSp
zB2)!LHD#2@W{>VRcl@d4;5P#6PH2~%Mww6QFBN@@<hovJoP{-BWKL8LapGiSYqRx9
zxT<}fOvZAV{6?optZy@?7w<WnjzE}z-Uzr*O|MfimA+sH7Df44{yq|c`J4$+ipOC-
zk!a5_#hE8gOdWfD&T>H?)qPD*D)$@%QBhht3HBv^N;Gzp7u?7h%}JfM!{v*0_q{TE
zcC(w4TQXC3lA{@@*WKOLN<~gCErs-GliMT8sK&93z2AwxRwu_Zmog*D&+GKJf5%`u
z>2`97EX6lq@pQ2G7D|;4h}7{1H(yHLs;Iu79FG0ola|Q|f5SQoz4h<1=X$BZvWXh}
zh2NF(*E1Q!vQ2{!RjU;{ZJWHj6}=hwDk*#x1{63+W7>DBkaXT-`Fkf4D#JeC2rKyB
z4i759G3FJC|Ar$(@cL<K3N>;=8LuwR&}2zYd<|Ranm|ilMQofGb4oRL>q}W#&mHmg
zi6<2{=m;D^WLFqlUBOm#<Mk_0&`elif?fTiMfo%+n@UA}Oqz9mHqLZUONy>lOeSSn
zA_}$6pfD9p{^nT^*eM{`r&-@r)iNj|g@K~Zcj>8-6!i0tV4DM|8??4d44@=1iLdxK
zEQDB>!XgHb=ARb@Ovgi+W^z6zWpZd+*?cTY9RLA;g;SAt+iW1wlMqt^X)8e*G&A_`
zNjU+1f;YGFitBmfJx9^o^+!{Kw0t=f0Sg$2cksh}9mVKA&nnoLA60A@F(6W6B3hbQ
zNHkOD7fkmrM9jfokK6rY#iYnR`Hlkc<Yp%2qF((vwtQcn$LHzrHBDHwT!6rUYf{g^
zFblhq+<O)+5%IwTf_&x3jaDokkUJhM(0(4FtJ)&qb%sRbH4p3lbmZK9z8hRkYG{D3
zb#lMU(bF)cl|hvz7{atL4JGhxO8-cjRTi%IzFlrzb0I`zaL5ByZ+|lH?~}Z@&2+Kh
z#lk0*7}K!E^+D{4S2dw*^5riNY>4k1*K0)6bO)pihr<Yhnc;sq!V7=7As&<7W2CnO
zs|4kV^T6&rb2ffvRKpxF>{!Y(waLQ>Ud_)Gr9247#%&sh3ag34bZR+H<a$BcP9am;
z%|ErjKh|u0f088wBd^eFj^~mJk~+KLse;u}atLMZDxBJ0V&Z#Mq&%>6SUEMRmq+w=
zq{bF^ejE2Vp$7OhDAUxnC&*9NkDPr;F~9I02&KQqn6Q{@^{CR^R<rK0m|k`{k!zu7
z#RpTQnF={Ovva^bm7lfA)t@$7@Vc|SEn$ivi+^E233FvM9?$NIqUCt(-R|<Yry=Tf
zutF(=%8wCsRjT^b=qU6kwK<A#i0UP;NVdAY@t5?$iNC>ee_T{3Rmf*<Q;Sn2Q##9w
zubttxS_PsJuUw-itxD#kA6Q@VwVE1c5l>;J!`=pbR_J*d6iJJ#dgq}3^@8i^2Bz(U
zBtwJ@H^3P8q6v?I1fIuX)7q73MdCDiVgCBFS4@{n^Ida6A%AcrJ4%JJwek9%5sAbh
z1~a1St$Z@T3DKA)07}=wcIK>^I(zB_;hsa>Bw85TPri`uOU!@kxq`+wl$M~Gx0|tZ
z7xI9A(t+i+J<m%~`1=W-*_o-V422Zwgsdr;jnswmV`j$l5I*hGpDnWc_#ivbC{xg9
zFv+ipYa3I-Twr+@6R~X}sBgWkQV*Tn`w$Sv>jI^8ACNh_l$+l*)G3f1wNTmjamyzW
zOJYB<vNAuVS0gEbWT0FnzBoz5iA>Uh+Ip7?9t|f!!=<RaSk?}vE{z+8+`@9|r|CF5
zntXNzklXW@vF!T3E^io@I?t4$;InITvGYRDqzRoDsuAvr_%oC*S~?{swvms-CImI6
zysxfy4Dn<$p6HOc_DwsIn)c@lI5q;C-sE&%YHfe#Ud7P$f>+w5N}U~&7TsR(Jd#PX
zA#$<F=%$&~mdp!SXC%?l^%=`)c3P8atq6Se+MOhnc1`rT0KqJow<TfJ)Z4aDWxJ;|
zJW9;LVLVCkD0)tCjzYKdCaz&}Y~jOO12S5obL_MnipeDY;40*0ytNoe#i($!xIR)1
z6E+)o)l7vV!U$C+Hbcl;sQzbex_i(Ate+zULVL(xe*!K6bZA*PGPYJ=`f(XG{n(Xz
zCObIX2WaodileB&gz!;gm8T9aMe+RjAM2z(jx|;jxn18~cNMuxW)97QGg{fY1U_Hv
zp{iHn>TcNqY@Zt5O86E3%7Fu^ow&F$wj&!HNN8w}o?d9}vOTj`(r0}l(>L2Qx)y9{
z*isw?<jfn;_}P`olW*+QWi2DcLUT+iG;wf*WXwS$y~pX^5@#w<ZETE(9?Z^er@3AK
zodD%h_|%j%+6XC&oD%Ia5)qHiBxynZh9lUI+a*(T<nDi#lW#UhRSI(~DKy+vM_#t}
z-Cn@+@_{Svm}Q#-t^;6}8?VWK2~l9Xd>oa+>-{0~zm@S!2W)fF(4ecEVJ+OnOTbnI
zjt>y3ZQYyWQ!#FMbuQB;!QgortDFgayTo|8{J=`bZUP9{`s;J+IkhDOQ%WuXwtiU}
zKu*4GtT%P}RGy{`r;gXcW+=zpaekO`G6z-gZ=1XOV?zJ<geE-}FCPJ&?$i(5@l@|{
zQ`AAJog6eXD{w2}f=b|c@SzuG!!54xijzGy0gxffbkI_XD(7v$G9xu#fzojDD3fP$
znKxu>Q6eZa6EU*bT0i5uqR$i_Z^e6yaOvym;C8ya*Vd+Z${#yLgqvGIyrd~;9FweU
zp}(rSo~=rM-mx_93R-r}aGE;QU2eFUObp$M-pmc2t^N+ryG)mD9#p3M=<rmiyy;7Z
z<4YZ0ZG)-d%39SdUM)yvIt-H2!P#=*<o&(&wLxZSX{lDGc9oW(c8=!>a#Q&8v!Wwb
zmIoFl%*CL|838<_ZzftHVz<NAa8dipl5FgYsPvtpx5Edu9X`GNKZp46<Dd&S#RYOd
zs3wFr0Cf=@m%yLzsnEQ>wn9N0&A+-f@YQ{0>z4!^h~@tuc2Bn3>iej0*3D_^QX<jd
z;8vE}W(p(Vf%HX2v^x-G9zHB%)672%YS~x{w}EX)!pJ5COGkkjIFG)~1=A)ZqyFLy
zd9^0k9VG~k1QAE+(zU5k5Q8AntFJds7Fo7?XY243y1f&c*V+9oHEHtSo*}&rwAYJz
z<YfSrTkM&S*A0Hv-qPxywjMHdR$~N|3OAU2WOvIaN<AuoMIY8i!wDw;#8Ntx-PR{5
zn?LlFKQib1iO2LtT3roE?cxmOEPh<8<7JTX%9NSTPU#<7?1EML0X~^eF;B2wVcxu8
zTYLE1PtnhcE<a0*0s1JdK&{FDKxu~AaD}I%4{HEmWq2#>W8i(((af#%&wrq;r&;$Z
zq+R+$Htn&@sHCk}Ab9qljA*VA$~KzloMh`aYuf66b2E~y@S*Qvt{=dpZ2kkix4nxy
z*0_DTEP%KDtA3p|NtpTV24F{&$ia-O(v(#A&n}LgF7o74_C^N^RofFYAb@SgYi;H!
z9~{g;XrFsQ*x*7;i3WtOTeSg<StqM+aI@5`8;_L0`x0WTL%dE1smd=JeEoxMVlAcf
zHNr=fDWTnA!nF8UdFL^lkac%c|KR^v#mM<96t<S_^kO)sMQc)0g^@x}s6M$W9DhMo
zT~%L6_~&Hr&~3||Z68(*E7paaJ|B=hE+wn$X2-{tSnJjG29m?T7eftLa{UWp_rl1G
z?&^uPMU%I_Nif~7JI%zzrb9A$e9rDoi4&0L<ooOt+<YB@w`e8GXKQ))!8Wrhbv?he
z@%Ji(tP0FQ60^mVNGfcdw5*P#-)Qz20F3)zG#R!P2hh9lYUKki;<YUQx^APk_ed}z
zgGx7Ba~u}mim0)#m%opL`TeX#p@T}RwDS*8-`{UYgTmM-xm0Q)Ki=;BVnJuVR9d)n
zuaV~EOesh`Ko4<p^|_+Z%~H4^jH?*)zVL6E`Bp`t3UfxF^Z^0H?<*v&ma)PPezPgg
zIHj#_OyuOQ{tI4=lz$*W#BazGh);C*4ygwML4bK{(y6pcWV|EaHqDPuk$KtZ-oT_!
z_lyl7+2j%FW$9tCA^BTfNoH$4F=k74q(Wgu(WRz4Im)wHY^sUn(1BQGLFr@}bTR=1
zDU=0l98}umh2F2prbe6#E5vPH5#8Uj>E{%`m@9Y>@)B7v%*N|X&ln@oI%*ys{kdT`
z!{1~k#z*cKTwib#Icpl`B*l~Sb6f1<s3rbUxa8KN;g;#o@Uc?uT>`El$(JU#`8T&t
zS2zyL;tou=CgaDPx|wAHI7j$R(Yd@3Onf|TQcJhtC+J*DHhneO^YPpg_zA7R%j^be
zUTkLEQxBRCdfEMwG-tCzdoIhtNTbi-)3Dl)FC!KX8`Iv;TXYA8U|T-smuia-BbN`j
zQCGorH7ho_Ydc^B!MMC>@r<!ocn)c>bF;baP+_DE8zA5p^6;C2so7F(>8$Lurx&V&
z((_Y}MgDpj26mg?**+WAcF^CyX@(H8kRHJAnSo#joc3}588CIEd2M{dax~zNNpQ~q
z6`sPrtSE9ZpEX$1AgpPPIOLR;@M-u3v2}t7k&7#O$TuXEd@N}&_qw0jL0dF53}0t1
z&zTPb!fNXsSbnmw#$<$hirQqTF3<Y;!1W+6wmk3+yKmxI;RPEF@oiSk4+Pf!-Cc`<
z3KDK$=;o(Lb5-M*=a5o_Ro7J-&GB{}e+0&UK9<+s`a!`fZ7<ChTlo83DRs6dPH)bl
zh!J9%f1S>ZRNn-N9PJuEQ;nIg-w}A#F46m}ksJx3SaQ;bG2Gl<53yH~;_ouh+Gq2-
z4doCs+*+QjCVD>kVH&wl)NA(RCI;;`tM(S;NGy)N?ESdQUJmLNvHG1zf)`uMZXGX8
zdR#wP96Q2~$dO&1mOt5|C+~9t!97mea#cuGR@rTpIBx^5zHQN6z}35*F98>G%+qy?
zz`*@8qhG@8mjj^|evixiT>Tc0PhIY=P|k$fqKT$6_0PiS!pjaSvU<qb&4+7wv!nTJ
z7bxSMV1~nwXfSv{S(JZlZpp>+$wO~W=e(y!mEa|H`w*|jhtNMXLatVT<v-4lD?6sh
z)$po;63IE{iB*}c^*ktx2cx3}{XlZ`r?p(9y3v7wo`_ek9Hv$Mk!yI@xK!!o=7V%<
zHI@IdoFqx<K=~gr>bZkFX~Sj<FH)ozHR^fB`{%gC97HJbR&1(u8#$fYY(0+-a(>m-
zgRHL0Nda0*>z?VdagoEuVP90+gNC*~r9s%AyB$PFHmzz?+5_4X&td#yhAyv&v;9N`
zBB}{8{>%`BWej4<?vUi#-O2TgcjT}M{c;nyXU}J=f0Ie|Dcu-jA^ZDik2v#-8DXz%
z6SZbEa`I{Ra~IrqR<TxZ2@{9|Nb1KwkXARnOEIYUZpf~hNjzaXhLz#Pbwr7w&z-M9
zJ=#8<5H6@jWb{4SL0b2OGvmIh#-K^y7nC1LDtTDFs{Wbgouko=>CcNv`Ei56d^U`9
zI+Guj;mAMZ&*FWi5*>qvTYB2gS`9<2`G0W9iCy~%dL^9qI+eo)9H<+4UYKvd*x~{V
z7C@xP@1n~5>HRkl^yk;ye8K2Xh2qZ$7i$*fV!}N!2VFl<r_(1kxZ>3p-E9%ZHwrh8
z;F^?Z(2F7|kVF<Uf*mr(exB#2osX){Z|IEi1wpe{=!*!4NUx>Mir&Td)@fx{bysn#
zRNV|DT%u2aP%QZy%^e+8(i01GKTgu#=%>F13nWL^e*4P-!M?ahO%fbqBdU5IgxgAQ
zZ+tFedTp+EKE4tq=Xd{Tu||Lc`h9kFjviRZzP`P3$N%xMP_5=qcX9Tz`)&RZU)Iwb
zZ}bgd>$Wb{H9_A9nC8X1+y%JQr)uiFdGxI01gOAgohG;cjnN@>>mT^U2-`k*%PW}-
z#If42$YkaOYn_>sz=bWZ0R{*ugEF3$<{gsJTzI`zXpbe4Wdlar#F}NV8m}O$$N2$T
zz2AV^T=ciR9MMWiJazSpCR7O76te>PbL7ISy#i-Iy8M{Wt4g_a*JIvoWhRb8x>@7v
z3N#62GjNiq1U=ARxr<E?MhzjRjLk{V2aAL%C8?>gp?Vx8?WUPlJeQw)_t#j2)j*`3
zzw$L_YD)^WO3Sfw3XfZRYqu?M5Ki_Eq4pyoX6<F4o}-rDH?ui26}+C>P&ZP7ajWc%
ztjqob$qtO!g;<x+(@YVkXvEQ*d&Dsh+f;!LPJWEABfa;w6abQvgahcn_AF~s|Kh-X
zektiu#bDam9z(6zPjE8EjdaiI?ZM2)y3#m)Mxw~=TR^`|8-F2)>}MLA9av(!3Xvo`
zRm}Ckc^qMA<NW*@H`dLnaOHP0i4lGl*6Lo{C+1KY)UsAN9^i=aIt!}+VD`%Cf4=lY
zZioZU402LieeafMAfjvO&#CkMr!6OT+KRE!e<MRWoc@7C?m4<&#(=++_k;-SU#*GH
zH+UCJrF}R!NS$6*^TQLj-XnR{gL?0Hc08#K%#31PrQPX1#0ny18;FT|-UZ(k$^O`g
zP-}vd=~|JS6*y>aB3kfrULiwtk+<#ssYd=+3s;$^MHU(>yPYB$M2;NSfxoZG>ib5y
z-*0@^0dv7*T-}Q5mR?DwT$F5F3d8Qd7p}(0diShF`I0gYG}%Y(W#<t8VP(bJb4t_E
zT+)5?+%RdT>DFg&LPiwlkB36J^K^I=v!THofe(QP%-<r;jOb&uRbZ;)eVA3zY-*$2
z42OYE=QF%#XivbTkmh3SrYL-IPVbCZ32oco73yTHFygwt*@5s2R_?hl`(z4uSHqk&
z36zM%Flxls*Tfb1^9;h}L9UEhMWRt~oSJ*q!-tOCCI``Li;kE!uJy@_MB<S^sv@KL
zl|gvv=ur{ctgr2B4@l*kK&zL{6sgrT3pt%aEoz!BGo!@jYb#SPPwtr7WkY*028-yV
zpO_v3p>nW!c{?~@U=rRvT0D2_ib-+0dVF!KVgSGHRSygMK*O}Pr^N5-EO7=x4zZVL
zbp$hp>5{3|&Sa!kEd3%=t*{NeVmW?zc6Nrq61}}q9Z|iAXI@jiSr^1_9BM4VKG?h^
z)1}AH@d#lY?+H;5w*O#sUD)Y`KBlLf!yx`kc`qk$w*iujSQkyB2%a|mtFK^QqSU4f
zaQUXM&n74VkIPH$Lt;VG-0)?~6~M!t=>Wf`u-6iSdgAr94L&WtO5iJ?C_mlX(9IE|
zn<4_?`R!wC^2&l%R~7-}VIww-DK<_-=;$w!CLsjVi25KX@N!?E*+WhnM`S!tKn4#?
zgmN!Do*!+}!kAmVlV8tdca<?B^JeZ!e9eg5vSZoIsA!AzlN<d?`?L-U1DB_ccRB^X
z4*;=`tgzPCNBN3}5^{5Dr)L}0fNpNrq+DN6Pxv63Y385xKKVLxU@#}j?5*!&b3hD=
zJ9>BY$*Q8T`y9w*%571oikQK5xvn3IjZ3iiiN#r?e8LJS<gl}45JPJZe*Bi_V{dgr
zKVuhk{I2NiDh-Yd@G1xPX`<zJl0MFMzJdfP66w$ezm=<He(JJx?Z(D?iEE{BRYrKt
z63y?R_T|-t-#~%UIVY~PW_<HJr~vecdP0w?Z0gs1HNrK^X3h`X&QxTOk%#tbi@vA3
zctOMQ0{Wb<F2S=*H(P}~hj7v}x-8qk(44xGk&$G(`{q?rl}D9xnk=UTdsNr54{wGj
zkK3Yh9DVxxHJ&>s&ctxy*9&FPY`Df3WawwJq$>73sg`h=fZ<fx{f@8ZRWC#wpHFA;
z1?PpAd+wHtQkFm&$W?w77M{>WFmnvukv)&utsj6DD|ywqO5r@OqRZk5AF9**v1^dd
zDlv4enM<8d6@>D2#YdhdIugRPzVtEUWBcF?j|#s}m=Cbo@j}%{eEGpgTp!{i+dU{c
znPzFO9gZRR-q!D4fDGmxd*y%Z#=Bu?7~fumo5@}RsVfZ^c`hDV?eL_5ihiP83TIry
zKRmFKQ!~ItD^0{SGd|8#%P6`GVNjMIIXg0M&V<3R?}d8zEr>|>vDIMJ=}Q=><H5qF
zB(h>`0Oxm13Hj+4|C@l2ke?=^S@qnTCx$Qg&aTkvYI5ic8d}cR$`N0TMfaE8T%AT^
zO2pBLjDLHuF5}-s(xerI-c>|5KXHe26tTu9yifPgatxn7&acFo>6pBeC@G^M8Aqd2
zQ*u(eGqq?4->Bc!qwmI3o~s$sq!s)Mzdi{GVP&sT8|~`Dj-M2~mu*^uQbWCaM~i?C
zm##;CTpOc;OciN6$?W~AtW<t`-AC(ej}o#VCJ%34U<_KUU1I(N`TVVGf?_K~*4P=o
z$mY#9)6YBo5V(F=J|#m27MELJ>V9uS>fSM5*Q@w-<0Ck!p6X2v2Nc&H0Ujk@e3DJz
zd8pqZlW{e-M!r*02*vtEkAbIdvrUEQ{@U}zz|D=+mmI|P^Xu4by7)J{9l6obi#U8f
zX=7BVDjCK52Veh5%J|-~;9{!+5mTJwir$%Da|FV}T?);Kqa03M_v5g1i4NCZQ8a!a
zWL<Y=z2vG(3?xu;722><#$5%kg8Y^JJt-nG!?9M$88PM`8rqgf@XT_@xne0}5KeTo
z+P^fw0I+{v)^(o1C|9f%0&}__N-?PgRq!szNZ~9j|3L2mBVB@K2aRih?7^+8lR40I
zg<AUL14RGWO^1#YrQ&$8BS53(UaCMXy^lxG?X_zc48SxWcd&4qwdQA&>(*jAlKn(1
z2@|FfGyecKt8l|$*zcJ~a2QMIH`Z4M)dm@DojiK#IWhe>%wCu1iBUL1+0VY7`>>bm
zTeFqCUjj5|(g2Z;Qu{Od2AG|YKkpvdK3S5doB-jOVeLO4+Q$Hwo~z*b6EOw6!9nRW
zP11=GkuBGp^>bcfZ29*9qssX_XqcTE)9hl3-q3(K-`x!NMmf%fZY+V9)Z!GicxE(>
z|2ZZj7pu6_GcPk5*jE(q5rUI7ioPKLH{dPWe^@gJsyf~sH+IPs>Kg@Ud_F5n^{n`>
zGlH-_F7@V}?GeFS&uN|n?0Zfuo$l9aHnLsKS^}<`x4^0Kl6lyj!STQ59g>CG{sYlz
z8YuU~P^-|$sw+p*wB-~l6tyKFNK1f`D{Xt@STfnKj~(!|M?A2fUGid5<(w;e!FaJ>
zJAXTwQ$oQ~q#95BM@c)hE^r%#&VbIdp8NObFGOiC&fzWL8?twl)^L1Y)#p5ZuRJaO
zv<a*qGVtTe9z9qpv>}-WW268rNm#rkd}6S?DYE^ALBt*9?-R^Tt%XK{)dcy?lJjd|
zF8eyWxxJ5|>+!(k(9-o`*-lBex?V+K7F@P+9SnKI^P^RN%6BU}k5{$BS&KX>ij8s(
z0m2B!U<(I1*B$#N{4cJ)!Xe7Fd3)(@q&o%a?rx+JkXi&OX^>Ear9(O-B$W~*7U^6X
z2|+@-L%Mr`<$FBmec#`A&OgBL?0w%e*IYAmO-QEx7@OMDCI<~YZcH_#$7+LV$Wut=
z%uycXM9jDfg$5Nkm8Mj^y<)m|FOe}E^jA4V2{M~@i7jo^hlXUB6W$EC0_<LPW9~cD
zi;eW&clvxyoCSrZY-=PSR=IGdOl)f`d)g8f>PS{ISuLIHCSYrz_2ATJ!y;P40#EIP
zL&Cx6h?l(;FDnd44GljVsy_q7G+9SQc`4fK{6@8Nw~5F@)Q30UP|fp7O;xC-=gMUq
z-V{9+UfRg`qArR|)14R{yBqVDlz`%Ud7d|-RjKlFPUw>6cUI9XG9A|kdxK<!b(fG4
zDn(*(c~q0*BGyWw8^u(L^Epn%2)OK@iF{;g6NdL#PRYX$prX8z=p7F%wymm!ZmqYy
zlUS08aJ-7Td99ndIVwVx{xLUjxx`+TkRB?boOYY<+2J=PhW5T&@9Ns8^lD7%*rJl&
zWcLuYa{gDiOXa>7(3!43L?aV*>PgcPBe9W%CE5F)((Hyx2t`yWON*~MEu1bYN~!K(
z&$8JCq?Nm}=iv`&-oMw}n_@Nc94%@RM7#~4W8vr&p}TDFISbHE_iJWJ?1@*-kDk2F
zK|uLIa~%uNYZ8csb<wwgR&R8?L*XbSQm>1{t2-tiI)8i^&TZ!g6UDytGQGvy-fw9@
z*P6%P8Ov-FCP^12p$oCgDp~bJB=Og`9@{s{c9FCTP4VXWAu85#cKDlzbNfs;+HvPw
zM?ZH+Kc)uZ4JPa76Jv=7`}2)2B<MLf-tb|icrmT3q5G*42wc*mK7f8_c8Rh-fRtmA
zH~3|59;thZu%{BbE7Z7yF~8oL^9MaqnZ_=Za9OP-I(3!3yc9+7k^sAK_N(k5V<V#v
zAY$jLT?+5DN=9{Hi4n!wwnw(khX>H+#C&HRoML=aDyt{v+IcnRuE4uTlm0l8mKxWd
z1S1b&H+nItQg9-My?D;EP)FtGDcL{iM?YsGdu=Xz&IL}Q{Q`4rQI_p)F%w4+_V{Jr
zt~`Gnf<pmSXqAHSeu@c8Eb*Q0S8H|Q!M5SLUpl;3{^iN;E5pXj5ST?^-U=~#-h4-0
z^@)&o?=(dH_Wu6fUAH?i1~nx=A}ojpNpg-SF$X99=}+BcLf-~J7=t3UF8r?D(o#nE
zG%P2pdwL-MX@hKLLk>*(MoJAO0gKXf!6lE5IQj*)q-a7(462vR!RizlL!)e-meBH-
zU<P89dH)`DBJ}AkkuAy?$5Un9oS?nEY@);;r&scrj^8s6hqqCwnM^dYj9TtxboP`J
z<!vYlKbWV@gP**;r(?o>>Xb*PR~0FXT&|jzE?WW1eoDj;?7<K<DCNbn^WDKqK!bxa
z!*jyyp4%5_B_Sn$;V%i_!^iTf|9JjqEr}a$Z&18_vkP-ipE;4uOJm+BAahomRMCFs
zdGq%4{dKSZ!KqSMOGHenCy1WpCJ>C-s78)5Ju&!aCyoiV63Uy#T+DoQJQ8wD|E$+b
zJgGQGuBP5gMEv3z$jphbNFQUR3}(jUo&Xe=)4N)`s6lZ8_lP6$!%)hnnf2A5q6dhX
zOlqnfJk<Py-Hh+8Ul0k3ATOCNCnRtsF?0M;5;0~b0HwQx-Y6o|Aj6l3&Z3cD^Y>)g
z)9-Fc*-b3PkOLdxl#o!f=BF0c8S+CqNcI$KdO+GCM92pMp6&G${8bGdWhfwVMdI`(
zx;Dt;pm3SE=_%+>s_vm_F?_bItIu~;mDzrl8XOS}<PgRw&eY^vQLP&l1>yrJ-K{^|
zi46HHP~Vd*1tTJJ6xCScc{J;d3+(rcAd-BU<_?-P>iOv{TzoZ}P%(z(JW;M6M^kJ_
zlRZJqX*C$b6qlb9A6aW194>cU5LwZyp<HKt)7Lt8xoA~yjQuU8T#{xkg_dN&;gl1o
zyMdGC2;((}D`33Np39Pi?G2qr6v=^gm2^;_t4;TqiWpLa4a-z2zpNuJH6WT}y1zjU
z=0|n9cBNNFO=D51MNMn+Z)*b<>a2pGD8Sb50E(`?m?gVA`H5ETOxsR1K6xri%cSnD
z!LP+BGT=bN8^=s;t7L3a^zzOHPgJlLb10w|ivO`pXzhIa{vL!Js4Muiz(<dZRz=P>
z2ofq{V8s-Ww=OTRW#z4bC6L%$E^QlORmY-J;@Oj0x}}N4$%$^0NW4{t+GOxD^@ob1
zAhDh>F6kp~VBsQO6hmSUp+#11>_?q=Ywx77Go07Kdad%vRxe#9cbQIGvm><1drV^H
zFD7A6x_vM90wE>~9%T6L=C6w5#N#-pO3$%%n@guYD}AfL-XKr=O3;OaK~#=Oy|*`Y
z^4;KdFx7ISnYO^wy?s+{>cV&|E0X*eRN8~RO+34wLKa-+bS<)3F*mX@)&h@BlAOyn
zPa}))H;@3TeS|yl3|0|n6vE{m(t806m`T!ynS_&};+Gg7Z|)wChaj<5>`j+otAS<{
zDs`1=BmCR5+_s}?sd{SYj!)=xfhOWf!l~)e^=)N__X_H$ai2vuj~b@v(yZp*PM0er
z!;xT`Ip@5`z@Ai3Z(dYjYocx)n&suP=G&_rTq1=@9HAG(1eq78Nk?!5^t3i^xqCuI
zAeD4qJMxD54LY#4nq+yp4^D?h{7F+A0qk;wcb`5!_!3}Urj8Uvhk7?Z_WtnRMC7y@
zO6hU(xH<~GM<F#C>sM2sLN`56F16@mjn3-%U&~Wtu~E_iU(&ISZ2W_Zo0roXjw8Az
zleMb0ijy$YAL$zPYc+K%xDIZt$h5cC)<lJa@M4K{CBY^cBuiX)@J6^25Q4yinEBwH
zz3Eg@23Nb0&9-3~e<c={>XrnrU^r}009l>@V%biplp2&qoe2Jrbr$;A3fP%Juu1S;
zVsHCxtDX(_()3oz4*bkIiKRpIXpeDUH?=)9<=PME(=5gE!R=S&@|m#56&DnXJ0u9Q
zZk*N4FJgQ84Rvm|W2h+gma<I!fQ)vyNx^#V#`I)<h8J~ZMqf|j6ADSCBHf&)#!C%d
zr-71Tea)Ck2mRjn3OpGFOH(mfr_t5uQbs-oY*M@d(kJ=Qbw3Mmh`SL-4607X2R+@Y
zR!;W(EmQCN;lx3+8MH4&sJ_7ls_s^;k`XIW=pQq9zJNX$>)1{v-tR{q51>W*n5es`
z^M4;e;&@>-OnWnTRGdT5%sS3%KfP0dpndwvuzX97DmyZA{>x~{oGk;7>zf@wlH+qQ
z7G>pTC+qweM%UaPMN{Gj$(o>zJ+B`z_1PEgCvmYh6oCX<SFsAk=BecSV_8BwMKIh_
ztow~F^}uZ|nq*XObpC$fj1aql?yhZ)g<zqu`$KERIFo2l2&sZb8o^1*3(_6(r7Lot
zAx$q?Ut!*|sa-5U*sKlf$+zl2=C0#6FMk=LX>+hy2qlwC+qP6D-hWg_utKfWyc~9E
z>|?&3g!AY_Hc~5*U#gkj4qyP>S!M65g$SgeS`Y8XWiLzzQ@>&9r)i`Wk+YO453qY`
zw(31aFwhIgKIxlx6mA_A13*_xnfU#}H<{-*Pguuqax!lgl3<nY9KMvV=_}$B9(l^)
z--^m_Uhr;$)MZQ$0!^JL$%wa6zl)oW6`qOa=s<hTFItY=Wa&|eNmat``Zvk+<=PYS
zA&`=@IS#aV^=YYVQz4Ow{*N>{U;ws>g$TEx!}eNU<E@h*p`^D1(<YB|{N9mCRyU-J
zoL<*zCVgTa;Q{t8F0rqSaj5KjpSbyyOvpb<#zMM)dr39JiQ2mPR`tCSHPDYr1Gw$r
zHBtQq-Nln!s3Az?>?;0Q4LlwrJB~?OtOB;I@Ac(>YaJcWF7yPmr<)%w@a8(yMTD55
zu%aaXzU8+$<_lk4&Ep`44R+@>i*}+N6)m<Cu_9GKNZ^5%{E6s|w#b2|TZ41{IMLeO
z-i)FQ^P@Mn1!yMLhuy0X0;Dy%lOM79`*H-n^XsdF^Oy-OC0015!vUAmQ^f~;XM5dW
z``J6)!P~PPi!AYZB%@2bwZdW&L%wnzE_W3)Gin+c4RMv-LpsO|0v!nYtJigHCbta{
zD{F7}l6feySy4_f7*4rQFQ#~}P}!9TB;PI6dVUzxu4uu*n9vcGAdvoqlbZAeufTCs
zuh2%MuB304?kKP|$>YP%5Oa1-QCSg}Rh4L17y(nD-XLn~SEXPVw^6OWYII;(;wilm
z9wabfyfAo+_Dz_%Kmm5TG^fH(Y$I&VICU>qFhQ!jxlZJ($CE{$uroRKKS3Lh{Jh$;
z3z~<+$_`#sM7Er55;i-&(&XU5bc*pK?EKMg8rA5WkPtO7YC#&JV&OgT=7%R)h&<Yj
z@a2WiIB}`%A%2|wNr1$W!;!`a&8JdU6<v)=3z4(>_CSxmvTJowf%LRXRPw2XNP&65
z(}?v(e+6iufynAA-9UZG?60<*8IqOhi%mk?ixZDlFYH+4;v5Z5HGLo@_G)bStnN3>
z6IIlyeN`jeN|1K6`6xt?u$+!rFk|Ghc1iNA>B#)`pw~6niR><)*nFoxJ}~~RXWVfS
zDq(LY1E2qe6a1$si(c7k_R*+oB(QpCiSEc*>qcuT$e`_ld{;_{UiO{pq98TPjTk&Y
zC)-nLEZw=K=ALeez`v!>+5wAT7MAjkdUO3#NXSXabNA}uz0a#KPkd+U6vyAw@B=I{
z=Yg<j2hKpn&U&fyy1IA>J4TkUv6|ZN{Dpd_`t(*$PG>r$u=o}Is3r!4>aX}?U9dma
zmMosclZx$YJL`-}Gcq4h$>*b6PNJ52>fN42n}!`&_I9`rAcnxIk-Hy49l}91F7P|W
zYe!0sWN~vmXORZjA~9;BSXnwrRl0tyK6J;y`3ne#4<%h%M(^W$t8^ziAA&<jp>t3A
zY;$s8+O?435U3%NZ+%+MoLtoJJC)eG-x!4WzSXpYUva+8M#kiAok#C~|A}|=7Ix<F
zgSc}{R%h!hC?AIqtsP?7x<)Iq{=#w7IlNG<Nve^IQr?BPZ5hbERFnnpL}Nd3YjBC*
z+(on~xA1YvpIqGp;J7^kjp(Hlb%!l8+4Ed0#}cA9@NKZrmZQ7{m|tY{SRUV2aZI=G
zc)SgQC68N`R~$h&Str9ud16OOwV%#$0p3K`JeMxanKpN8Iuz(LIQBfSzMF}AOHUpd
zCTKd}VCjE-9=)0u8D3!}wygQ|b6C-L6aeWFe>WDnx#yjt$+SJkrN|=~rzYDQAjV_{
zQ#2#_I*D#lQqopVZMLcy`TEcVHD2Aq6)T%DKk=+KOn3VYD8iaXVXm+|G4t9G<+zIg
zlRzJltyM}6qz)9Lam*-+nge_&(roV3^4Zj7jEL17>@ib+B&$yS=!8DdAQ1H!Z-uIR
zZP>a4grSAtQ|7vrytBct!bvd-Ax$k(zU{!EiEGcxwo~qkW;y_*X)JvLp?dszK^Rhv
z{R_=&Ftj|CBARghPIvwN-l1h1*tl>`=(f1S<xRq<$wAY2&%hfymdAYLNVUvqx2`sk
zM!Hx}^fcrY)2w*zLTTYRxk<55$J7}2#;m*kA4s{a#>4{gqlb{F=zSe<<d9pT>n}#B
zj0@U#T*9-hOz%r@L9oPz{>{NB&2MPF3FbX7HBB92>UfhZlf?G?<e2+LWeBQUgMM?3
zc-g_ic}YG!+S@i4U=_s|W19Mydi$uZ!6iV-mZ1U%7-;^*=KSpu=PN9YpP$_I^W{-R
z;4$VZ#@5|S`%@QNq>u4M2?pj6_rQr}D?mLcy;J?G`jeUuaw*q^CZmNYQZ&B~6231%
zw$KOyVZ|fc{xBf8GE`>>>9}NK6Jz1`1ZQ1LxOwf-IXul@2@@wLN7y0E;r-U`%cNyF
z>YsZI{mGEE^lLagC(-qIJdl(=#ib!}aFMR&p=lWS%ttk4e-;n8G85YU5$m@c@h%qU
zey_oHSQjb78S!@SCcq~AL={uL@BP=ugB&M@CCxRCkJQy_n+E8^Z8LOex4sRi;SF;9
z#v0K039aQua@5x>Qa4B}OtS_y9(-Tu>(aHw_!(pgKiJw@bE81X?zW-zK6&1txZ&u@
zw52wJ-gNaNJ#(5VKxlJfa>)FBv?ho7hr+_bNT|CYOYowuJMdeDlAR<dcwpea$k+&q
z{!aW#H@WQXfCFt|Y4J+MdyS3lN8J0H@(tUq#yI7jUmvN1x$>I?>|?%{%CXp`!n(9G
zfBJuC3Bdt-d=L$frctqQoUG7DZP5AEc(ykpj046;P2TTp`~4G?;*JF2-#9)_O(fXb
zx>4!IjJMlrN4@BKZSsuxP(~IEHu;fS$AAN6&l_lk&p2T!=#$E{w>h@Tbj{0jEk99C
za@*ll=TMkjfug3^{6@qaP|Im(A(~$|VvLBj7V)doW$n2QisMP0KTRWc&X;g1h?B8j
zbl`FY5s|UXG4rPrkU%`YKVjDd=07nD<r&O-iqu%^uC|v&T?2LXUkd^xg>a)IS*y86
zYq;*Ay50Qh_A>bKTVe{brgQ35QlO6rqpDJIlTu9^aRg2!)mF`9b45)$OynNrenni+
z&_3omT5%unV!+xY5)vlJAb~RKdksGei9J->ewp_YiSq312htVpQk&B{2_7ajEanbo
zd=|>EcLP8FsjJQcj__~{^&_I^3NdCofBTMc^@{r4JL<hhn0TYU;|pz;yd@(`bs;g}
z=a(=2{N9veGw{js4pLw@pt#K3BouvO2rXWe6>Bs$k|vfgTb&sBA-+d<fG%g>4+uq*
ze5Pr_a}6{zz1ky{*OQp{y;e?m{TK@SF$B|$@#|snu9{yclVgDf`XV3wx_A8bRt{5?
zicWPEPVw#Iu=$}k!QKS0RGg(S&i8yw_v_5UTZF$Q4Xo>K_FgoMd;Kb)y+<Ro_uges
zEj6~c?O<=Bn=~=C#_>!tw*l@ab}QB2rS}XK#}fV)j?nWaMC)$P8+9N?!Fh#pvBXkH
zydkgE>Zf#ZkezR5l!*0n?n<^$p__c`Y>DbQLmJA;JyV&w0ny;q#kAU!{$H`fp)`15
z{%5h#<NBWm$<VUg=$c<Iq+B#AI&CZk+I;UVe;dUan-HNZcO*r?T&zy`0i6X;B(~^N
z5Q7Q){GL$>#RiSUVM}l|S&6Vuo{P(E)Q#ekI^8AWUA85*4DCBZc`^_ouczu{VEX~>
z8dOPPiUNdIw|gHDz?dl5mY27O-+X9<-b2$m>OKME_3V$5Ao~@g_+8x}!wqHqXzBPf
zW_4tshM6@M<%~b?qMykI(eX8aM5ErQNi1vYY#$xJ-=Jw-+WJ%%8NTuv^*fXJZPdxI
z*>fz@F2giwDel!)TMh>HFHUD(@VhFUkn9x-k!tdoJ+hlWQ}9?UO^wuod4Y%~WlXJ%
ztUC-dr-^gV+F%i4F}bYZK+0QUGMx7Q)xB(e0i(3B`7br66H`CKL71+_o0}JROIS%s
z$ZDuG8^GpsX~OCc*6*w<h1~CQ1+bBtsE&^7`v?oG8;`la!_TeaK<;cW=|Fw&z7Hra
zwt`D^%s-R%jW%M8PMh68Wr^H-f`82(P5k(*j$-C^de2bKJ7w9q94JK$=r$%)S%~-I
zTzg4Hezg?vFQ?BL_~|KI^_w}<eH8OYpB>w`w}!DI`ZdVCoMrlIZyemy)9_NEYNBfH
z8+u2JQ)2UrV}N356q2=j6}DDy2~$0k((mQB6`FxeqiXjs2c>*^iKPcnIKx6oQ{Z8k
zrUol3@g^gaDPh<*{oqC9jv1s1ggd2r(FdNVwO9_RL8*+4$zg?ppeditVHX;MD8Ek>
zLY0GxT0LxYrW8aB)RZ;yH3X~bw5K>?Xmu>DC)ZCYb4zCGJ6uFY%ymfiN6XV>Nj-40
z$>fWRGNKy`R}>V~IEvJ#UiDwjizw}0i7-jLavn%g&k}x>DPa9Rt?uy$4y8rqk)wcG
zGXLgMgEITdcfT@IO1MhB49!cGWA04ws7LtIKbjyZao!TSg*P;u#YN}`Q`#;8)1J@D
z;o)29_|a<5c~p79<Tswt8uGJ;K(i%X02Aiq?xDPg2P|*T!3rt7iC(6}C$?+KP=g`F
z*@QMw4>yotlM-(N9E<vjAe+dhlVFg?#BpdRKRA+c?}p$tkqxxb#r1`Tro+a&RvVV0
z?3)_zYvI=1$5T6nM1Y+1Yqo{9x6;;0sfFoW+%@1E1r1(1lxZ!77)o^>?cuwM3z=qR
zW=01tMf^y&@lis;ODpY5H<CR+CZ%TzbB-I`g~I9#$sPEnqC=L6-)M-2A<P#cEXkV)
zTLeFmbux9J%jk6fAXlcX`JL$X4yp!EZ{7S@RFk_Z-_g+&f=p)HI(d3hsfbb0mkRFS
zeWo1shm*%M!7EyftXM0;rM<JxPhRhSo>Z*sy<Vu&l$`omq(Ky}jJ-fO7cqSvK^j_B
zLHFbX19-{%!UZN)Z#}mWt*eygIVb&DI12f!l!iH?d9<3?@UuDf>x-(vC%BI{-X&C-
zuM7-d&+qMR;Rk|W6F6TpnIm0Zd7Um%<)`7lZb(ogCLWQIh>AI~ccogI9<oHJ1ts}X
zHBRjZA}{fC`moToYps&Sq%jZ*Aq|~*cmVUvTrrfBU!4xmtr(TnUsk`~6=rDK5T;I)
zh<dAw6(HVFJSWI9G+Y~jV5y1WmqDMFxmT$MnTZe0(%c0)w3&6v#pA6qSoGtrFtkX<
zawaWiOYZhWG2PLDR_Vx)JKTR`g4!a_ZJ#&=h%aH@@Y3J<Q$K*nqY;^Vm&P@++gtVz
zplA`}3tWj4dJ>j`D1f88bs`mIK)*ddMLVzd*cdq}Ny|5BYdh?%ccbMVlx~ajXSnn?
zer^nwMb0g29yoio%T_?QCeG-!%f{*ai_I|G(mYdLe}Ks_({q!-moO|JwVyC+KP$+V
zL%|Y9nwjGPG<8HoOxa=kgp896ML|>|8POkdo&cQ>@75Qy_}ZpPppg~zDQuCaL@U+<
zV`p4mTn$|iH2Y4u0fMHZW~S(T;POe;`I5iZV_uUsu5hkJ(WU;Y!&>#TCk8GmH8rDF
zU#1Kl{G1kkuB_0lAjue`5*~tlTFtm;2sHs_`1evX#W|~SjVoSi_V=!m(9G<0vE3iz
z1$TZQYb88?^3__g&t73|jNVhr@}oY&1yi9$GHqB(m5aMj7mTy@$X;8N!g1L_5SibN
zmk7+<WLiM{Rg#dGzS+!Q5^_Fed`qq**l6&4L6*4$oCGXfL}v*?qR(l!pg4^`lNoJP
zmqUq|B;=7jwV`%@6MD~dG~AMdOMep3^%SYwK9Mqyye~diEV{jCR}saEL7K@~(Ib4W
zl~)n#0c83uu$Dj_+?^Adx6TbadH~gc(Z&`(TQCp>1S%E{-6k+GMj4c|yt+|iNT7Y~
zT5%Y^D>HH}myU?dy|n8+fue}xqBDU+MUm$EIur>&?w_OB@$+1$$@_wSM!tv&(xg>m
z_w~#BMPQ9^s*{xudjM7F!GB7#Lhya4Z-(3+KoQ1Tn+$c?ak4oHDMy0>N_8ya${$zz
z+1YbLjp7%iP`Y~f^UIt}Y)n?hzE2R7dmeqQo<#Rp$)#qDqt(M5_K0<esP8A@Exvz~
zp7)E|S`-l5s^fh@%9qA&fUpP@%`O*{HN_~bS{><zh`T(1jt6%Ty&WQ+Tv&8lHStyi
zVwO+ST<Ygj8hy@%;<t=Z-6!iGe=a3hWQKz&846jT9Ad#_uG&{qf`#tn*k2@|vt^=9
zJtx+hgdGo{p+hb%bN^vk!+<C?dZoFh{+n1DQ>=yw&$_CO>by>paW#_bBj^KY#LWLr
zsF`)bDJHV5?d=lBTp<}Yj9c8xHIJ@(2WfvflnrDYHms-fTINaY3|>Xl#o3aG!2O3~
zmJZT#GOyH@SSNb*%{#ID8WI<rCIX6t!iunQ*#VIT9No@sYEihm=*jR^4rD58hy2>9
z8ayKDdneY~K0DM{lVfoc;o{<-TaCM_^q57stD^nWzPU_XO?~z5BY&<HLk12pp<|7h
zyq(r}dzlx#6mJ}BH3CwOiR9VQzp#X3hym}ZQ-d*&jN7Y5%*q+`$gS``gp1GLaszV6
z7btsu@3|qqXhR>8UMOI5GHN4$ai!||(gqNreN)BxTT{l0BK>EJOWWMWc??$cvvCyU
z-i$M;ssfRPg2}uSoeqU=v^-!ueY92K$fN4~>$cjo3N?Dteo0UVgH=tRJ>)KX4Wr2y
zvSW<#h2h{6A6@b#jTuf|Snva=v2!OKA-hm=@dd7gpxOtY#V-IAfGWPmpRW|d&hTEG
z5OyUe)5b(vsYGTu%p=0vgaM^xDNIb+pBJbRNGD57B2?&N)zog}nfndFzY~qa43j}>
z&c0CwR$!&Id~%j#tx5G^&5WcS-WN_`bHC3JHW)*|@{P^WNM!m7)p7RYQJ~zO?Xz|5
z@g~Z)*;}F|*wz0op^JaY<eMD3pyc6*+r+Aq*9G6DMaK$X7bnQBUc3i+Wd8v)p0It!
zSFm3YH26LqPcLH^QsNh5_Y<PYH(@0#J7<tk*cJvk&N4fvkWm22i3=D!`<w8|044~Y
z5ARLCD<sk%J~R|<OH6}IZRRvNpZ=Qx+ginn_rs4!L{9Oi++~vs@;ifLBKyuV96=fB
z9#y&dwduN;y%u1+fph_R1(1E1G)cxdKO(aAyc)XaPR+_nRGXtOGwP~+Ap(^OP$59H
z$(kk<>a14w0s!$~^mzA-*eIyi31m085y2umNoaoYoAHw)%O*o%T$2|xFp%en?xW10
z7;XqYo~}YpXTM)`OtKE5uEF!*Yjv&K<+G0HJ29aXyL!<c<VD$2qb1#Y{Y#1=oI2p`
zc!WNHDld<}1=i84<#kKPAUx*tR(pRZ27O+fBJdS;v0N579?m3I$6|oAa!DV$(WS}^
z`O$==gc&BjS#MSFZj0_!N6F`YBs17ZS}mq*7P1o0uqG$pIBC7IU2t?9eQzK_mLXjs
zd&p<!xt_qz-~T)BucMp(&(V3mX`F!hA*Ck0>m0Zb^uSI@4Jr)#tyz3X@H<eJdFRDG
zECd94@$4y0!}%2vIqP9bZ@i5sk^z(jo$P&{Z8rY%<FcA`Ils_o%&|(@qM7*&F1Ly`
z)xsa)l>|-;1NWgAg|-Or<qSCVuS-h#-%H9X9F3ZcEH907c&|FWFeVrBA(aoqBA`E!
z4kPugIq)W}<SCTZoJ0YmB2}*+K$^A^hXmY=uoL^vr^{o{a25IcPEM&7PP9Yl%j~*B
zWTNYC0=q-`Kfv5xGR?(d{`mX+a{qIFYiB}BE8c`F7In*3S_vWq6sy)7pq_oVy~J&s
z2@T+UVtC4_@^c{**$Q}>8L@^Up=#fx)7&|6N-%O|ZyS0r2I4stUyn1uHD{Dk&b2Dw
zxb(aTNLu2Xl0Cii=sUp~*cNRQg2vKOF2Hm9Aj^(jZxvE*!G)yD)6<AobW=UAw=%W^
zzOGscDqkKWIkN<$NBt0&vhc~V@;SWE{j=$)Up~+<`6u>2fY?07?3|FIp{FRhP~hxn
zM#n^IPlWj1m@YR&61YbH;~5xdcCtFEvA2S?=&qdV7aHaSZ6l0~G@@ra?d|+uOBIae
z0Y8^EFeXG2T-PTUA1B2xiEpFWN`K<m87tSd8zlN7-UGCF*(*b(gec9zb_<&ubGQ#h
zR~w3#?dQmVVf^#sd_c*wDh(|GE~Cp(CYsdxSWGW#xc6B7)O3PEg53fQF)`m@eo{Un
zyB`4=kAFAPFm=K{+kl?q-kfIlB5u7y_>v-n8vcR=Uc65~eA%$g_pamtL|XwL`0JZ+
zFaLhp<hfl~sBvw9fvA2p2HfhJX(+mHV)6p(xgE|aE`7U@#8oJz@H6^E@T;yPSV$K_
zp+8Mg_Rqq!U<I$Zs1bgEW|@sgv}Dduljla0?`{?pA_!Ck^MRK?eZTWBLxw1JR^a>J
z(p<c?SbESJ!4Ukpw-bKnM3-)zC4#Hov<EupBNAI?vgcXB0Z1r?@|P~1z<>PwgPCKz
z&AP&h87bLL(Wt=DFVPo)_H_>+dEg~i9c|D4(~8n3>y4S<;p(k?8B3yMGHSt))OZ)W
ziw5q37TDTyXm(2YB(Wlxs$Z+l3ZG5x)B$#9aU33bZhm-}cf%V;_Vf7(odN^==?wb=
z2&1kE(HWAxb#^G_wej~W{+|PWeemejhIZ03E&h@TuBWPRa^l8)I83-c`J(n0KwI^n
z*`i55{Y>RtxRvH=TORz;w4C7el{s$xlvwGdf0t4?jmR4YLVEJPTE;k7p_#(SXbHo7
z86ADs@oc~c(y~nAGrK{4E-f2A2H24knK%B($Yyp51?OAU86C1N7b_J5MT~Cn>ERP$
z-cI9jW)|9-nJzKBg8J_hinG6}))w%M_`^ptxtWhr<$mcC&ZdE{zLjI?W^oaM80@fk
z6rR3LD$z|N`;>0pk%%c3HNPNqmY~cTk|P&V_L&ru`RJmncfquHip9)YC9E&P4fS~P
z^ywVd;IKOPd+P!G3KOO#hBqLjMjP^yohR0OV5~Zqu6Pn&8t<wAL&H1Ldq$}ckx?6@
zDWAWhW3FZ)7O?1jzhC~h%f#~co=<2)c(3m&F?f789S&<cT6yH@$IfO_(<mzW5(Sdw
z@GL3Bc@hVV-lNL3qpf-;K8qZ62T^*MTOiLpf3!m|T$8gT7+BhZai&!TIEDMSz5hJ@
zr<eAvmo9F_(+!d7VH}-Ys~6H3g5Lw^Q+;2oxKilq3Oz#Q9Hbwg>83@`8z+Od2p*M&
zLptzD8W1X@xR~|av5^?Y&I$;(6TW)`AA;Xm;ByLDfGc?=lO!AAPky)FAln^NJY3L1
zs2CG>BizZJTSa!;JPEQ=&P=E%Xu?1`ZXA#Jf{qj+7*~S<r61=)J4B1inGt#bb!bz}
zy)PFO1mL9I+)QGFmW1Mk){JcC0pzFE188sJpWd1$UEn)+s+oZc?8EtWml3l16McP&
zw4d)ZT}C7;%#pgj8rkYj0kY<<HY+%7$^3jtfr_hGnfqIzzeCtw)N!KK^_^_tf>7yq
zMAct-Cev*+u`vVI!2hr|?ed@CZmb#3lJ%I7BE{$TT!56dM&ioz1@sXtS^5OU@BKh1
z=$*!V3CPYBy!wXm;$Ad?Bw#R}JtGU9C0WFw^wO&f4R$I~5wSdxaZN?!&aWcEuKNP;
zIK0D`ux&ob#XXRB{1w{&7aDd7OGO)LX-Bzb?2v>AU)Q&-NYmq7t9n6tM=|-;y32w@
z8Ei7HF)ZYIQFbjBucCEo+KJRSw5j!xCUKo;X&yjV>@Lp3!_>zSdA~%h5dY^1_Spa7
zKP?!FLV7uo4ne%u@Oixg@IV3OGc2@J=)UuYgXXm$j%ZUso5B8iXtMc>54-^$t#7p9
zjYe$p+i>SGWq-kyI&`B)`l|O$388E2q-Zzf9@SC6l_3A^51=Gj_{Kl4ME*0~&?Rh2
z^WsJMyXM*WVlsA6JqyQ=@G9ue(S$|SHo-M?CFi)Tz_(qphYjIZwLLYCvfmw|DMO-X
z1#<R^LJN9P{8)%Sx0=4pwfk<uiQqrpZD{`Afpr^247qF2$A0!wc2w<y7Dys$#==xK
zYVT~r29^Z;Nxf_Lk2x?h@gD5)gQebQt{-XFCZscu&BxF9%0eqMmZX9MoMZKvS1T^w
z10jf5^@e9E{xzSM049+3fw?vErV4fl05G37LhW@Y(Rw2CijZE6YlMb)(H!MQq?}Q@
z(ZoOyq&}~Bbp6ie=hiG3IZ^doT9G;r0L@6FX-{0V^HR-kc~?RbL&J19s0emiAzSy4
zkA5xvL3?+jPJy8qL*SB8I%6pIzplku^vBrDoZiKp1OK--L^ucIQxe<42HVQ;kfWj-
z)k4TxOYi}p<A2sIDI%N@XK~&uyCg&Af}(y2?$|P?bCiGqvE%5+1E_HECf&<dl<!`@
zo-9MFq6D#yk#~AS>lyiv%VFvEWKghFPB7#Fl%CM^dDsX!7*|fT;cNR;f-1f39lm!L
zdzSD?D<D`h_wnLa`2m^CaO2~AhE-uS#@UndH@9=K%j20*8(8%}h~P!eygx*M@EQni
z*!=fLy*1;rO1uJn!8tqG@kHpJriP_+c=l$~6Z-`2+-v7XJb>OGV%Q;~N?pMdtqP+*
zU`5`0RVH}=a*25WZD?s-0NH^`{4~YaL$}rMLJ8_-IOc3qvWQT0DTv$O*IoE;EJSM=
zn9jjsq5hMautPSy9)iqRtY5y6yHyF(s+G2ZLDu?1JU0>1rGp)!=Uar%=3uy9=PphT
zmcy%ntYgpD-CxnN5P@s7675d{?zb|dfM1XN_n(B|f8MX<Z}0cDz!CbfxhX1Li^Geo
z_*tYkhip#~A+oB$_x=|vtvG7oY=K-CDadEoFF!DSV30^~C`=OYhe8E5XF|x*<9mu$
zxzMB0NNei^k~P$w4aoGPH5&rF2Q9CT`0MSh<^{v`a+K9umfBl)<(EoSk>}8@sQ6*y
z+I=E+<gf7U;tA>A*l3LE92*?mLU^5hM0uAE@ao-MrE|%4$yh!*3T(0&HaVnlni3On
znkwjVBM)fkBI_rD>axD}zDF|Av_+%L$Wf$*307RThX_nWjDKR~5LQ<Q@%218r$TxF
zaX@K8F&{<feF5o-1;2OzJ^4z7KB<E`H+|Db@Qc7E(HA;z&=pU<<k2=Hc1PwPC@^;)
zk8q!dte(~xlxUQo8Kgz4X-f5eVZji&Q)b8#Zt!=N*rHz#32JsGv$SO?<*dvOM=h+T
zEYx6}64ECZ4q`f;OphP>x*AK@^0@57bAAp~R9rLiw3u|3p%3O^9NG}#<Y!Y|!UaKM
zPstInA2o$fo?6IPef#=-;ee8Ihrp^fz?o;t7r<Lxsuw56biaVv^pNR7<3R11eUqa(
zNw2ifn)JPoXE|ER%C9dbjkGMZ6h16v34M4B+TwIZCZq{U4GMM#g;$zT1!?3d0-Wlq
z!@1t2SLdLSO}O^(Mq}?uVLI=9wvy@ZIUEod)!^lut|vU@BKdi@Hq?7V#Cxu04$QK<
zDNvis;;BQp48CmD9T~w?$qr$rq*Haa8nvpceQ`hzOsef$>r$z6&kUifw@rbAE9TAi
z*fR}Od$jK7!B?>8-T8}i$er1-hq`*#R-!AIvY-9|q>V`avFh)FacA!Cg>+9Y9T5t*
zr}=&L02+7_InxN;pdu*D`ESw+zIy<%(pTt=^BzxIuRyL8T^-Yb0pZ-u-#hw;TER>k
z*JMZlD%HJJ46C-|(33Xp)>}iE7mUfCxO8?90w@{_EkZmYXkCk6$N0A;MvXQOHa6n@
zmthbn+lfxXVP)+lU15m!5gA=_JtlqaWqr~uI>Cp6o%>zbKT<o7H$R6&UvEpjt7yq_
zme|2DEH5a<=Y{wt&5uYkNN2fQ!OjiuFZw*XzhbnrR)o@K2nt~X827!Wd+C+0vpp?U
z<2*6VXgdR3W5)D_2rLel5(suH{{o(G8rZ@%tA7EDGVQk<Y75bxsCXSV$hrskB&hJt
zCZG=EwsICJR*Lt~BYp+b4g0ZySGryia|8LnzL_fhc=|3J%B~i?^W;VEaf?ab74W_<
z*pKzjBa7$u?c>LQRQT7=$3;(2O_n`n-Zl8R728Ua5bx-C1C<8$Wd-4u>wbR%AoZYy
z&Ox{MQE1oD{bylC)ZD<((W(#Eir@smHH4ECp&9dCFG&=OHvWiC6P@JWLjvsWh0QII
z0)POhE7Jdy%kWkfAWkiOi4>6l<zDsoQ+aEY8tI<y@ihlH)yMmF?({fcPxPMUAr96H
zHlqpNS<v8hKX$Ht_M#SpvhVv(oN#NFCpv3rF-e|JZRt`(FhKz%PBZqqeD7d4cO?r_
z|2CEaRoA0Ez#NCaoi2)1)Ae!g2~nheenn4iXG8nZk2zxUNYxMwzRT##3V;<-R=Sj^
zee-(~NjU4U8|oli%>Ox0C|j-w3@7{p5HW`^{^TJc^oR%0Qo+TSx61#=3SFJH_NG5K
z;nQUtUvXBx_!TkNi`!#|1S3IR8hM+S9#=t|4OkmRlo?^LK>JR5B3Y83izVW398AbD
zVW1p;=XqQf>|R3AC;SB!1t3K(;Jc_g|46T{E>ZxC|KXt)^BzE30cTIDh?7zY4g3Wo
z*^XSU;0nLl8-WD{5hFZTgWXl#B`-@t{9JHGK59T4+*JhQW)@5!YS3z)u0u<TO8nK$
zWMg&xZ{D1}9^TXu)z98A7ZCQXUA=D^x9j3ZsMqzle+u0MXtS&P6vuy}pE5FmNX964
z=jZoRd*8Qd*D1q#38|(T(%d9vT2$TeaaKDszwAo(e2{qpIJT5eRSd75XNHG=Ch0U6
zNq<E-J+tOljRNk%^T0ydCk9bP0HOO573o~M$_+90C&ilvOZ^)j7Yq`wM7&Jq9r{W@
zkLPR4ku3Na%5h@9<r*?i9=|L_)UA~4@QMb8sH=`>w5BkI;z4n*>|3!{0x9(s9x3YT
z(+2l?#GOea5L+j-I$EKIZ`Jp&1<$prhAwgGIr2^sU|NHJ0rCQsXN6&#x^10xxeHa_
zgAl(%@Vb(@xZML|rMO<#`fOC9uSPQ}JVQMXPc9<Zakg4WHn*$d_SDL(kCMXa=CpR$
zb1AUN*xq!qww@xJFf#{;62rw1=DP$ZL@34s$nx)3{$G;F!<!>b!<BM;ZRAH?u$Aa+
z>-;0nPG&(6T6Qo@#sY1<i2(U{K=*k;`7k>8=7<(4BVv%BA*CYQWZA4M{m&a@dm^yS
zIp7Z2YJJT@)TrUXm-q%s&?;-V7%p3TS?h5jCVmR{?fo0A{Eu|o;i%O&`b?_ZlQ_Z~
z*u1ytM)7N875*kDP0d~+0_yVmt^fvGI|}pd-u<!M7H>1y(q2Ns{&RydGDyrYwuGQ;
z=qp6aCdfa6Wl8EP61c0{e$oJQLk<*3`Y%vA|Cy*|CE&606sD#_Y2w?dceNVEuOlPV
zK76T(fA`*}Zn4RK-)5q8h3=6&tI#8DMe@GtUNJiam)f?_W{q4f@~UBkHoZOy?CvCP
z*8*Tj)!G(d(o4)2nltp7E^dD%RPYlW0LqeF+gC$IB)tG$x-a`l4Vs3W`!^bfmf*%F
z6a}#LAv3p7sT`Il4|U6gg4|;KymOy4n;$`V>MV4pH;VD(sriC~`E(25g-TcONm#zD
zreI05v&ZaXLT_(zXtP!rq*?btE}?TLsH$VffV)Ao{_EE8ius5e5`(<H&wwE^5E6Vf
zRu*JI*5D1^A6fD@+h$`ZKwNi>&~gQjXEf2RgG+$9#svFTCR*q~2eCSkrH+`vfUP-d
zwhJ@p=xZk!<CdK)+9Xa$R4<MV7H=VpB~AZ^n@#%3#SGLYD6XzLX+>cg_C=f=B1Y>2
zi*T^&RsW~{nk6DoaQF|KFNhC)Cf5l&=*-25)j$fQuMj~ZM7R$rI;j9OY%U4{xZuts
z)~bbVL4PjjJlG&KZ|~~xCiS1sKEFlxk|Duk3_(4|yJ+CL-?vY%%B)2{a2bF90E%fR
zWE~+F%C&#gr#@CE7RlXIJ&D=uhZ6QPIczmWLAwBMKmk(~K3t@2R)!fahTarU-=qJJ
z2mW8OxUHM|8_U0@hR<%RxLJI=@A0$8Up^i3IGYGYvP5jdy{Dv+b5U1c2GWSw2=ez-
zKSOUHtYkd;DjmL0wY!o_q06vZcJ%7k^+%o1Vkn^yl)=QbGq23G6G*XufYu3_F8OCx
z08v2F#q!x$a)WNXxmLbK#yi{$vgQex_rrUm8dwq{W{Z>(`BW!@`8|sJlx%><SX{ls
zw?^KG>FY0SK;3MMMt^SmSN$X$8D-qH69h?ifoxp!{+m7+-APQhrhw%P3D=T|UMaTl
zB`-uD%ix_Ye^_r#03Da&y6^0ZTVH=)yr2k@SR%Ma>8jK@575lJA6^geK_s~hc}|*R
zCj3o;mE89M4T-nc|KXVbkDc;Sim>9H>g;S_ujUFkG4FVU+!2!%Qx7Zd&tQ{my_H&J
zrRm2n^<RcN(E@W!GbwcO2l+2R0K8*>ox7+*QEBXHbQv4~<!aOm#sN_B3g6qm=mS>|
zMZj5E>|g%#ce9WPwNk65Zt>ax>(IGxfWC2I1;qDtj-H<K&+o3_lj^^Zr#Hl!WT)&W
z%%MImA=Y?3H7zPiK&FFq+>F8$QOaB_7%x6yaL=+OUn+UVEBp5e{r`^fe_!UUmZ+hQ
z!~)s~y?_UL#Oot}OCCYOIJ>YXpzRPNk5Dj7XqvLswZ<2XPp8`TU{Xo930PY`W{!Yd
zs(kK@L}=RJPuBp~Q*(#lALPM5oker11_vk(zTABVoi|f4EY;=#jrT0x%t@+CJ?f4&
zdO2oTc-~tbB;+E482yzqvkOekxe<_-vL%1z%oDV}?qFT^up~I4#f$6hu>TXYg#hq5
za16fqn-KkPQH9(%Q@t(PN}X{?l&!^CC*g5}^{_$=5tL;ys+!6q-7ScF&L#{>RK%?u
z3K{YHT37x63h=4_=rr6KPudZYTGN}^$NJvRxkxtVsHv7c!0ih<=dyYWrpc;Ets^O)
z&*m-UKo^2WpcWRmf5{1n_1Ra00b2IK-g@$^@$-ozZ}_PXMeO~hSfBQF(EK>Q7dlyz
zv@oX+;yuxy{94*u?JK!(e?OYd{nsaZC>vyEki^(vGn<tNzZrCOO_O$}(kWaFFD7uJ
zgH!N7fR2FNH?mMudv+fTS*LB1@Yp}N-s*1iHc_|w%yr<|ALue<kr5|vhZ>|<6c;xX
zvjgj!KaC#+1MFgl!k03NWNmXZ3VBwg<jqGrEaF_W5gkhL*sDDeq~2N$2+eiY@+o#g
zme(kX9`46<DL!P4(iMq=5x7gdxnibv;=Uaz*N@*S0_e-00PrYc;CtH4hUF*ask=XM
zBCIURf4mr9>rrVhQ*oyyD0uabXMS(BK*$&44u5sOh$*><gJ)H&o-du<SIdvrE5Oyw
zFX5WHyY1+PR&In+&N>51MP&6P2ra(U`pOs7gZP_$yvsxTU)cWN?R?Ey8etoPgS3Vg
zUv3gQ{EioMUl5rB>0{3Yb&KG_d5atEDG<G0BB-znkDTqPkq=)}#JIW?tr2yYbH<bq
zl#=_eQ_Mv+nMC7xxkxAhJSWbX^j|zD1fnwfk9gLM|1y-jCW!0a1Si+FYFe??W^>rT
zpm}6HX|Wxz#*q%FcL$ksYG%vir!if(3n?#bdytW{%e&MP8SLMNy-%&$9+*u9u~^T1
zXF+!XrX(#g4-bF;skZ>{8v{_|=?uky-@_aK^)66qtoF5<MACUW`!gW<r63lX`nvfa
zaShwjw{SF|Wd6nI<?2LNQ??nUq{wyfsU#WGigE(d@wc4go#{zjV+u9)OspzUZu3Rt
zZaNTY{^kfDK!pD^(|Q^9C}}om2j3j(Msjy3g_`<BjG0fryzi=!@&4ZJdw(E6N^Sv+
z)rkNkx{v=`z!nh%-`M4;hIH<6D)f7InJ)Lsb(8JJ;l7!)woR~EwFn*%JG+=KbEh&J
z_9-NB2u6>R|5^W=x)V*%?k;Bgm|y0Cq#>_vP?<Tvs*hZUKKpa_`6NZZ<3JC~NIK8U
z55=#@(4Vo&C1cji5U%xb9#L>!dUtU)L*ZRO-Djdz4u3vYmo_x#%5P@uI1nW=?}q06
z4r9>Jy>MIwnSbij9-|O9Z_?i^$m$Ft*ttnQB$a$whO`i?&gCKcX_$51O7#v==0R?6
z76j8}1bi>WT*+7eZHt}BH6{Xuk42_eRAhJFk;)lNkYAbHL=l_mwejV*y8AN@xwK4f
zxn@%Q_vjso&QG0Hkiuh^Tgn)fKA=Rey;6r<X}thhc7TwqQG&^|F(MgkH8_(gGptP#
zU-+URjIGQYad8&cDb8c6KfZk7Q?kvMcQM3xM<xk4j((daAh)4@r47E9ra8SHRbQ8q
zYUOkkn6w{z+}gB)tV^oM<c`*r>}=SH+EfFbycE}el-e-lAD_RyWZIu^XC-F7Q9;5o
zVruu?YTCF7DU*j&9t-bf2r*6~O$t>_Cyju`w*9hEuSalEeH9rXse4APbq;JaY$tK@
z0`>=N_R~(iOZy5#qgPWJ@)@<^%|4)QI^N&iAw+7Hua>}9Kp0bbQBhbE8kOhEAbw9w
zRWGauU7I}N>)u5M<k`lrM|JMMi!5b##G|ghu^m%1;sQFw#T3nKqKWDb{M(DR09riR
z9;?nq?Nit#zy)qCeEkcj{?|tv>wkXQQ^=wIvQ&vxr3ZxHnwhobucGSkGSb7E4sMpj
zbJut96@|7Kfd54i&uCwusPvuuR1MZ<!3>y*TwIe~p~p#F_W0^{>qN7mn0J@lWNnhp
z)MJhgJ<o!|0>b9{rJ&cc1a}b2?fX}BNo)|Bzp8Rz0ECSw4tP(Nww1~G+RYrQkvrY^
zS5QVLSM?y-EzKSIGz@vsoB(-_8i?)v7eRhRMqjkMIk{LgOJfu3_i7J^x7Vu386fkI
z7odG06cW-~$re6u!b6+Q{;&J`t9X(y^=XHAtiFYuOtx9l$At)>9FMr|H#>_oFm&nQ
z$>IP5<|*_1dom7dCyTS?`im0YX_L+ERcA62Km@opWQwAa+m2I&tuaxuuQPmJj%r{v
zoA${_=CkN$L$PM$_?nRn#{8mOYFw8N|0&u0?KJZdScoJo80{q|Qr;pSP{%zwI%y!+
zq6(#nRJaPL3$%>Eh+)gIw$lwUH_J-&X_^l-k9O7f^TOsFO>TUW(Z?UQKgZUJccYX`
z*G($VQHjb&>G94&1Qdj+<&NI7dwA&fS8#U(a`TiG*xqDd?XnuI+u~2DzZC}eg3b0V
z*dK;-@_-D)7hAor1^LJMw;0%)i#=(`W@j6wlYVQOioa^~#kO=F-@`JoC3(Nr6xCJ}
za4`o*{#np9!=Y`!RvX6~YlB+TB3=ba(82}ssy_f0p##v#ReQ;Q?B)G!FK=}O@og<<
zvXG3*>&BUSps81_-fC7y_ul0@IYx>q7Y#=UhU24jTrhbbe#i5@A-Zi(imVh*%g8Wy
zVv30=e#pJEjU)`QL7SaChvMN*`KOlqLj-pEj{N>@VC~U=&D4tkS&;qP)$VAlXm1ec
z1aGX9d(>j4K8aDCZ8OHsxt_bOVhzJ&vp?)uATfmrS}2GTYr}$WHw7!{IpckO+>RZh
zR#M87n2X?eKYSSZV!6WLl`D@kuvzdw2DkbCpqGgNCMV#w0A(<7$oUqe+I?dfbn4L-
z(VjK>VWz|cjfIeQUK2x7_OuD#CM}n|)3CfRH$PXEq*q`j<yz)8#p_OVLM^GA;xP#O
zZ4i1laZf+D>9@nqWuunvKgF<*f8*r~*$PRZ*Jb%n!-U8d*8}L%=jK(T{VMjbVu+$7
zKTYrKOjZCDS6G>Kh(6NmrX%!w(|dwc&rSDY^v~F(W$K#MV#QBB?hJWdZ5jJ4uD#jw
zBfwq>Yf3V@gq_#(=CcGpfHL98TD8~zSAqN101UU-{4TgC{$FDcKy^&yz;6fF(6Hof
zL2JFKn9IJhM6ej45P_l~7U`M2iOOjL7m-cbV*?bf^9%bYf@{}(JwPks&{6)c0~f3)
zDfZyx`#7(;b*jG38sR=BtUG24SD-gh``)1bPi65&h5#TbUo&f$=K<gQhq=4~Jgubf
z2iVv`MCQB3Cg~*BH*$>Q=KQD3{?BtqCl!jx)VX$<-Dw<#d*bV7PWcC>yC{HWWVW`a
z@&s|~v6xmAxa#!;BZr5UuwzlsFzHKcG&w@7evdUd#>^4+;uUBA&bZb89Vq1Q1O3zE
zlXw58u$gmp$s+?T{}f7`P988jFyGz#>6N8HYQ3G*#cvw^>pR}TNbHqQthBid`ra5c
z{f}B^z7nzWXmzQ1Sg-wrT{8xKlP@V3S41wiq14X|YK~_x)CwP9U1&+x{J+C}07bFy
zX#p)9|0!G09PM!<+h#_iG4-3B@<701#YR@*iM%l0Et*Uk?odr_Lyam8^E8Sn;nHf@
zdFY*$6n7}Ct#MY$J0~hpp5NCIMMs<81^@5w1Id<SdlDp~<<VcY+MIi84^Pdk2(*ao
zkNX=Kb`!qi96}p|g0?KsmYDXUzS}djt9U~(9TasBHo#jPWILQm(8$G&=2PilTfK6g
z{H0;7<Nv5Pm1oq}nD8~32)T>qU&(6jf0I==plPYS_YBz9<FhgeIp4Wm^(f3A)`~Lj
z*6-LCmz19&+=y^7&+@N0i`UJi>`WB+tgNq3-JEUk2<x!MSJ{b>;(11nH^1z$J%*Je
zRX&nCI>-B<yBVV(9Rt5VKJzIXU<v0>d(<CGmA(BZ@e5aw+0pl_Lr6SdU#S{zj%oq?
zgnp`Q6dqT<nNwXIEMrL=x|&TxPRwbsIKuv(Lni<W=%SpG010WBmaV>f1bMHlcen}J
zdHSsDc?OZ`+CtQF_CFk$&QuOSoH$j#13*1(lZP83`)K|1Dyo1N8iu`#S`#R3p`nq)
z4p2HXCG>5}WQ?AT%S)k;l%(Mf0m&7Ap^OGPCs?XgS<<JEDp3|da^zMty#`%=#1K4T
zT`qvi)L5IXD0p%-8yUsxHT?g-`~N$-Rp2(}y<O#C0H7f%2E#73mkZasN|nTwe7DTr
zh%oR4EX<3fD}xg3Q1&XE`&;w>>+8(lq3r%RKK3kQNy&s}vL$Po$P!~OSt?1gWqD{Z
zGANW~M$DkG$CG6k6_v6y*+wH{8A*x|Ci{|Yl<=T27~fmVb6rnAeE)$t*XKTSpYwUY
z->-9S(y?={17t5J(>-J#{TW%rXdcj;zvwY-+T9%cmW-CQi1|Iv2X`uvwLiXP_AC7k
z++H`sH9nI)OrO2%lcs~dGpVzZb849{ZBH{GSj@*f>z2ETN0U&YrW^=Xne$|#mlsjh
z?CRuNPEKP+!!e!0gBEF|UWiSi*A?!NXw3jozH#+>1L8vAFPq_~h%JcZA5PU8aK%ro
zKLl#4?z0Ks!*kBMHp=#ItC@?&V_oW5X-kD>2~ULunP1CZmFgbXJI=lEi3b|=jQ^5H
z!h{F@i-qit5Ota%mZlB>8B^$u<`U?arUZX!9_)%_ik$J{lpFOau0E5skKT^(9i_5i
zu?we`<Nep?NGPCF9+wKVsps01ertHZ8P)vmUb=Lvlpv;`p8R-@-|1|+l4$cXLVMtS
z9pURSktU;}Cv&O{=$clNRKbAD$xUNa2=C#iq5831#x`nBLB99)ygvIFb{GVj;^Lyv
zk}U_gF_H0=0KwZ2>=KN38{!eNWPflqolJ&T1b@j%X6NeCq$VGXPQ%<!UXymw<vQyx
zxZznKe=we-YgGJEcItFpC#7iY7+6q2Q-$LMOdQyoFvbDHG{NETVIz(o-`5|ay@Q-_
z<UDBv?aC~5fTamUuBXSI`6v@ErxGELGzBh0>3_Kennz_H-vSwQXz=$S;S1)=NgGvt
z9ur$2?XH1-b82Vpi}prMJq=AuSdqLz=Ej?iwdEMqn7jo(3$HLdBH0yR;hi7|7Vcu0
zF3|#DYGi1b`z`zz;JZ7D`vhZpIOivJ(yCA+YxfG<9xvoJ#P3U8g%FoqpLs#2fLNo=
zYlV2rYUse?w8u^2Yv)MIR0)7+K3taD*kmVs+6Kdo5v<uXEb;qLAzeD4voN&g#7;ok
z^2F|`^lRWDA?+oO#g%|R;9!G?@j~JvLY!B>0JBC|)Q=`1!UB)E9ayoT6SMs;ei%c{
zQF_o9z8BOGTXJ!VBO6x!v(Qa=+mkv%I!H2Bu5>l{Qlvw94SpB+;;EbZQ47<d{SRXo
zYCAsl)H!VbqJ@vU)VD-;E2nL5|5+^RMZsf*%l!Lq1058sMnLzrFD_(%dw3rJz?`X4
z%(QvNl0L8*-~a_S%>s%@%PU;F{8s}i8zSi6RI7dX;DgdyWj7g>+H^!D=~})5o--a6
z>x4ge5v!M`AEmW)#aq!%OxeCDFxFe$&Hnxlq4XFGrx6GzT~>SpthZay?#iTnpX^ET
z3?)fy0Ejb3_lYuHD%XW!sVUFr2!FO~7cX*Ur47}*-++bHG~!a`0u0m?@Wh$nlvQ)<
z=M-z<>!=r=z<MJYl<PA*_<lp|m29^dbB+X0mAm}48=yVcs?>reT7#s+?i3wjdGG6l
z`%c}?cKT}zv;!8c9mL69VTdf9I}LI^a=n(-)A1xnFTBTwsB0dis6KgeD2^jd9R%XW
z7zxP{+Qt(0R{8s$Q!EW{+?*UIlZLXeD65dftP0gp?M}cW@y&*x?wC(6_so3ZMB4&^
zQGJoOu1NS7_+hQBp68tFg{~(++7WAGlg(FpH^g7bwetA|D|35S1kaa4*)~hmA(_jC
z_l@*0@?697Q41cvM?Bhv@;P|El_b{WVtUy!`e-%?_4ID8V}#|I{ac`=OVVEM^QrOP
z6t_MK!z~sQdhSANeo?m)7o>&L$SO5MZYRHG(C}$c5zaFZSIx+M?#Dh}Ie%c|wTKG(
zpS6*%PNf^WUdbM67%;#u07)^>ir5OPJmE>Q1BJNHLuzJv_2(+ANtvlxatD1B%H|_j
z5prbe_<GC|5Bj)$+AhdqF^aL9M2qtkgkSGf)e*<m`_HVg(g4jxZ#b<`afSv5^Ts;Q
ziH=yVbBr*z!<>u2qP)n1_#^z|bX2-+T99H~4&PI^fukzDOo7lZPvV_z%_96lzm71$
zO_1`<#>h({I;9#VRJK8OW4~5bKHzQ)YFcIQP4h3+NR%;^2@t-RSB?LV${?1Q0$t><
zL`8#5s5;Ma19Iwyyr|0|fI;Eq8}Sl&YwXE|u>x+W?sg^2hR*MAkUj$9yz}HJd+Kn>
z8gZ7-(4PtiC@ap;%bdg-dy=|wGby^go?zT~ZE}B_&6}{_yUMo9yRscLZg+7%x>jb$
zMC!ziZscf6JNSJT?v=Kll$in~x)3&0($UvCK~CmeXz0CD77X};#V9xhL(jmrad<oz
zl6{CFyIe7MM6A~&qt{QlZ965u48$KyWzn_;e*~DbpV)G@vT24wsfdBDbNkdpZe@#a
zQ8q2nye2Yrh`7LowG1-0x4rk8)B`pq>!k9I%4o#_CpN4x!cco7a=5QdWgLl}7En4Q
zod2VP`b~$ev$X$fj&$Lis!#azxtgx1A6E;PElRg(bm}PWcSdVV4eM94HOObR{mH%J
zC5waM(c^dTcpDgVOVvG+V{3$3^Kh6taZ*Jkzl-wisU#USPBmaVbbd_JPhacSA0r8-
zTfPMeABikjk+RTiB&wHq-uj0-aUc(K_kI$f&+&CTLv$i87z7N4FVV*njx0}!Fezhu
z&@+t3q^hIIf_N^Z^-;I5+T*}Oqy7t`eqToZkzBMrNiQ5yNbkSh-V(qPYZv;Yc{_|2
zg>w6xWU;#GrvG(cd#K@s3$_qDfu1bDN@B#HRnmVZE`P!NQ|`BXU+5)*?4$R%Qx4~m
z^g8WFAwl70!;?u5J!Sa{hT;`bVGe50=kC)4z)sjPNo@EdWShz07W39iPOe#=Ee|!>
zWuhBiHs(hcD-P+}B%s1y3p8EL1W9^@E}19!#*AO#CfC5yR4oDY+ox7KzeTvjPtt3{
zEX7omc0dBexUqM{d0Wr}F5xyJ4M@WOK<(45k5jtOt9DF`QR|u;4#_z6r{*uN(KDC%
zS1&dEb-0mnL*cb<^6en~mpG-*F3;sLlNex}W4j)Os~4x%v@r4T!1tS~pRX&tbfJk@
z<_KJx2?KaY_&B1CdFr|2PyFa#6dSE#l0B=Aw0vvo8V3{AnijR&h+CAo$%Gb!EUr4&
zGY%>@UhPR2CD6A(VnxKik&YFvhVMevps_;5dwr7^#kzCGn^*MyUo|)5cc`DdcHt;D
z^B?SL6z?kKqKPh>FwxltR1*X>+-;X{mAa`*10gWYJV_HKpHqVb4cnM7jIg*}{UP8*
z8{RKbRdQ!26Hf6f+J38mKL`swk3z2uZL$XbsK)=RU15zQ_yKYsiz2b1E##a*Fu7`y
z<g6pl%TvqCI+`;O1RS6#kBSP2vFCaSteuM@nrP;;_hxxvGkb}PXX~@>Q13H>r0#Aa
zX#RDvET{eyNR~n85XcN_Nf93T9Og{;(2%t^d7z*1Gx`13LcaM$FAMjwraSM$JB*{~
zdLp)hOacc}3>RnMz@d>hu(5MUG;?(PDA^BPILP~fv*|KoygF*AUEKcK_ZDVc>{N>c
ztg2mYoB9SA%<37SzCVC(BZ!~pPAi{};7?KX<p_1R1)Al%w0f{Kma8K*c%b8M3!3QT
zB5~pXxI~q3pBWwZ#>Y=swSAzRaxc*O1n{imjg6Xofe)o8&$4BM)i=M*BAe{Eq&OR5
z02P5<%j@0F@u<{?mwrTRzwtCzK1I_(5J>HY;LLzwK`4UaWn;@9Sn%DRKSEG+w)*ft
zAAMz}RX*M0X?vUQk>Sq66&@C6?>f}#plm76_*}PG^I#RYk}FSwpj@CNnh%^`i9WAD
zA20R~iw<iRDU`u*6ZX*orL?W6^;y~!1oy~^vP0T^p0Sag1GVH})S@$c=Ocj3KaabP
zU}=o@3AJp2<cdlm*25B$+(7~Y0xp_3Jow??-koF1>C5(MecCrnCcEt{&Ej{snp?N_
zh=0to>&mbtY9nV0cE8W8EIKJ4s;#lBpIK}Z%!hNJIXwL^Aq*}$UCRd==gJ@C6N7Wd
z$t|mReVImX-hHvKd$6Uq0r^FEXL*rs`y&P!simwXW7FX)?Kn+p#=i5ypHTO*u0(Hr
F`XAPQ5&QrE

literal 0
HcmV?d00001

diff --git a/docs/source/resources/robot/cobotmagic.md b/docs/source/resources/robot/cobotmagic.md
index ac7a959f..dd93f419 100644
--- a/docs/source/resources/robot/cobotmagic.md
+++ b/docs/source/resources/robot/cobotmagic.md
@@ -2,6 +2,12 @@
 
 CobotMagic is a versatile dual-arm collaborative robot developed by AgileX Robotics. It is widely used in simulation, education, industry, and service scenarios. All examples in this document are based on the latest PourWater task environment.
 
+<div style="text-align: center;">
+  <img src="../../_static/robots/cobotmagic.jpg" alt="CobotMagic" style="height: 400px; width: auto;"/>
+  <p><b>CobotMagic</b></p>
+</div>
+
+
 ## Key Features
 
 - **Dual-arm parallel structure** supporting multiple layouts (standard, face-to-face, custom)
@@ -25,7 +31,6 @@ CobotMagic is a versatile dual-arm collaborative robot developed by AgileX Robot
 
 > **Note:** The current version of CobotMagic does **not** support a mobile base. All examples and environments assume a fixed base configuration.
 
-
 ---
 
 ## Quick Initialization Example
@@ -95,9 +100,9 @@ control_parts = {
 
 - [AgileX CobotMagic Product Page](https://global.agilex.ai/products/cobot-magic)
 - Related URDF file path: `CobotMagicArm/`
-    - CobotMagicWithGripperV70.urdf
-    - CobotMagicWithGripperV100.urdf
-    - CobotMagicNoGripper.urdf
+  - CobotMagicWithGripperV70.urdf
+  - CobotMagicWithGripperV100.urdf
+  - CobotMagicNoGripper.urdf
 - [embodichain Simulation Platform Documentation](https://github.com/dexforce/embodichain)
 
 ---
@@ -106,7 +111,7 @@ control_parts = {
 
 - [AgileX CobotMagic Product Page](https://global.agilex.ai/products/cobot-magic)
 - Related URDF file paths (located in `CobotMagicArm/`):
-    - `CobotMagicWithGripperV70.urdf`
-    - `CobotMagicWithGripperV100.urdf`
-    - `CobotMagicNoGripper.urdf`
+  - `CobotMagicWithGripperV70.urdf`
+  - `CobotMagicWithGripperV100.urdf`
+  - `CobotMagicNoGripper.urdf`
 - [embodichain Simulation Platform Documentation](https://github.com/dexforce/embodichain)
diff --git a/docs/source/resources/robot/dexforce_w1.md b/docs/source/resources/robot/dexforce_w1.md
index e64e3624..d37f42c7 100644
--- a/docs/source/resources/robot/dexforce_w1.md
+++ b/docs/source/resources/robot/dexforce_w1.md
@@ -1,7 +1,19 @@
+
 # Dexforce W1
 
 Dexforce W1 is a versatile robot developed by DexForce Technology Co., Ltd., supporting both industrial and anthropomorphic arm types. It is suitable for various simulation and real-world application scenarios.
 
+<div style="display: flex; justify-content: center; align-items: flex-start; gap: 20px; flex-wrap: wrap;">
+  <figure style="text-align: center; margin: 10px;">
+    <img src="../../_static/robots/dexforcew1_anthropomorphic.jpg" alt="Anthropomorphic Version" style="height: 400px; width: auto;"/>
+    <figcaption><b>Anthropomorphic Version</b></figcaption>
+  </figure>
+  <figure style="text-align: center; margin: 10px;">
+    <img src="../../_static/robots/dexforcew1_industrial.jpg" alt="Industrial Version" style="height: 400px; width: auto;"/>
+    <figcaption><b>Industrial Version</b></figcaption>
+  </figure>
+</div>
+
 ## Key Features
 
 - Supports multiple arm types (industrial, anthropomorphic)
@@ -9,10 +21,9 @@ Dexforce W1 is a versatile robot developed by DexForce Technology Co., Ltd., sup
 - Flexible URDF assembly and simulation configuration
 - Compatible with SimulationManager simulation environment
 
-
 ## Usage in Simulation Environment
 
-"""
+"""python
 from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
 from embodichain.lab.sim.robots.dexforce_w1.types import (
     DexforceW1HandBrand, DexforceW1ArmSide, DexforceW1ArmKind, DexforceW1Version
@@ -21,8 +32,21 @@ from embodichain.lab.sim.robots.dexforce_w1.utils import build_dexforce_w1_cfg
 
 config = SimulationManagerCfg(headless=False, sim_device="cpu")
 sim = SimulationManager(config)
-sim.build_multiple_arenas(4)
+sim.build_multiple_arenas(1)
+sim.set_manual_update(False)
+"""
+
+## Method 1: Fine-grained configuration with `build_dexforce_w1_cfg`
+
+This method allows you to specify detailed parameters for each arm and hand. Recommended for advanced users who need full control over robot hardware options.
+
+**Parameters:**
 
+- `arm_kind`: Arm type, e.g., `DexforceW1ArmKind.ANTHROPOMORPHIC` or `DexforceW1ArmKind.INDUSTRIAL`.
+- `hand_types`: Dict specifying hand brand for each arm side (`LEFT`/`RIGHT`).
+- `hand_versions`: Dict specifying hand version for each arm side.
+
+"""python
 hand_types = {
     DexforceW1ArmSide.LEFT: DexforceW1HandBrand.BRAINCO_HAND,
     DexforceW1ArmSide.RIGHT: DexforceW1HandBrand.BRAINCO_HAND,
@@ -31,19 +55,61 @@ hand_versions = {
     DexforceW1ArmSide.LEFT: DexforceW1Version.V021,
     DexforceW1ArmSide.RIGHT: DexforceW1Version.V021,
 }
-
 cfg = build_dexforce_w1_cfg(
     arm_kind=DexforceW1ArmKind.ANTHROPOMORPHIC,
     hand_types=hand_types,
     hand_versions=hand_versions,
 )
+robot = sim.add_robot(cfg=cfg)
+print("DexforceW1 robot added to the simulation.")
+"""
+
+## Method 2: Quick configuration with `DexforceW1Cfg.from_dict`
+
+This method allows fast setup using a dictionary, suitable for simple scenarios or when default options are sufficient. Recommended for rapid prototyping or when only basic parameters are needed.
 
+**Parameters:**
+
+- `uid`: Unique robot identifier (string).
+- `version`: Robot version, e.g., `v021`.
+- `arm_kind`: Arm type, e.g., `anthropomorphic` or `industrial` (string).
+
+"""python
+from embodichain.lab.sim.robots import DexforceW1Cfg
+cfg = DexforceW1Cfg.from_dict(
+    {"uid": "dexforce_w1", "version": "v021", "arm_kind": "anthropomorphic"}
+)
 robot = sim.add_robot(cfg=cfg)
 print("DexforceW1 robot added to the simulation.")
+"""
+
+## Arm Joint Design: Mirrored Configuration
+
+DexforceW1's left and right arms are designed with mirrored joint configurations. This means the joint angles for the left and right arms are symmetric but opposite in sign for certain axes, making it easier to coordinate bimanual tasks and maintain natural robot postures.
+
+### Example: Setting Arm Joint Positions
+
+```python
+import numpy as np
+# Set left arm joint positions (mirrored)
+robot.set_qpos(qpos=[0, -np.pi/4, 0.0, -np.pi/2, -np.pi/4, 0.0, 0.0], joint_ids=robot.get_joint_ids("left_arm"))
+# Set right arm joint positions (mirrored)
+robot.set_qpos(qpos=[0, np.pi/4, 0.0, np.pi/2, np.pi/4, 0.0, 0.0], joint_ids=robot.get_joint_ids("right_arm"))
 ```
 
-## Type Descriptions
+This mirrored design simplifies motion planning and ensures that both arms can perform coordinated or symmetric actions efficiently.
+
+## Configuration Method Selection
+
+Choose `build_dexforce_w1_cfg` for maximum flexibility and hardware customization. Use `DexforceW1Cfg.from_dict` for quick setup and prototyping. Both methods produce a configuration object (`cfg`) that can be passed to `sim.add_robot(cfg=cfg)` to add the robot to the simulation.
 
+**Note:**
+
+- Ensure parameter types match the expected enums or strings.
+- For advanced simulation scenarios, prefer the fine-grained method.
+- For most demos or simple tasks, the quick method is sufficient.
+
+## Type Descriptions
 
 | Type                    | Options / Values                                      | Description                        |
 |-------------------------|-------------------------------------------------------|------------------------------------|
diff --git a/embodichain/lab/sim/robots/dexforce_w1/cfg.py b/embodichain/lab/sim/robots/dexforce_w1/cfg.py
index 5ae4da8f..673eb609 100644
--- a/embodichain/lab/sim/robots/dexforce_w1/cfg.py
+++ b/embodichain/lab/sim/robots/dexforce_w1/cfg.py
@@ -73,7 +73,7 @@ def from_dict(
             version=version, arm_kind=arm_kind
         )
 
-        default_physics_cfgs = cls()._build_default_physics_cfgs()
+        default_physics_cfgs = cls()._build_default_physics_cfgs(arm_kind=arm_kind)
         for key, value in default_physics_cfgs.items():
             setattr(cfg, key, value)
 
@@ -181,27 +181,51 @@ def _build_default_solver_cfg(is_industrial: bool) -> SolverCfg:
         }
 
     @staticmethod
-    def _build_default_physics_cfgs() -> typing.Dict[str, any]:
+    def _build_default_physics_cfgs(arm_kind: str) -> typing.Dict[str, typing.Any]:
+        """Build default physics configurations for DexforceW1.
+
+        Args:
+            arm_kind: Type of arm, either "industrial" or "anthropomorphic"
+
+        Returns:
+            Dictionary containing physics configuration parameters
+        """
+        # Define common joint patterns
+        arm_joints = "(RIGHT|LEFT)_J[0-9]"
+        body_joints = "(ANKLE|KNEE|BUTTOCK|WAIST)"
+
+        # Hand/gripper pattern differs by arm type
+        hand_pattern = (
+            "(LEFT|RIGHT)_FINGER[1-2]"
+            if arm_kind == "industrial"
+            else "(RIGHT|LEFT)_[A-Z|_]+"
+        )
+
+        # Define physics parameters for different joint types
+        joint_params = {
+            "stiffness": {
+                arm_joints: 1e4,
+                hand_pattern: 1e2,
+                body_joints: 1e7,
+            },
+            "damping": {
+                arm_joints: 1e3,
+                hand_pattern: 1e1,
+                body_joints: 1e4,
+            },
+            "max_effort": {
+                arm_joints: 1e5,
+                hand_pattern: 1e3,
+                body_joints: 1e10,
+            },
+        }
+
+        drive_pros = JointDrivePropertiesCfg(**joint_params)
+
         return {
             "min_position_iters": 32,
             "min_velocity_iters": 8,
-            "drive_pros": JointDrivePropertiesCfg(
-                stiffness={
-                    "(RIGHT|LEFT)_J[0-9]": 1e4,
-                    "(RIGHT|LEFT)_[A-Z|_]+": 1e2,
-                    "(ANKLE|KNEE|BUTTOCK|WAIST)": 1e7,
-                },
-                damping={
-                    "(RIGHT|LEFT)_J[0-9]": 1e3,
-                    "(RIGHT|LEFT)_[A-Z|_]+": 1e1,
-                    "(ANKLE|KNEE|BUTTOCK|WAIST)": 1e4,
-                },
-                max_effort={
-                    "(RIGHT|LEFT)_J[0-9]": 1e5,
-                    "(RIGHT|LEFT)_[A-Z|_]+": 1e3,
-                    "(ANKLE|KNEE|BUTTOCK|WAIST)": 1e10,
-                },
-            ),
+            "drive_pros": drive_pros,
             # TODO: we may use the some properties from URDF as default values
             # eg. mass, friction, damping, etc.
             "attrs": RigidBodyAttributesCfg(
@@ -221,10 +245,18 @@ def _build_default_physics_cfgs() -> typing.Dict[str, any]:
     def _build_default_cfg(
         version: str = "v021", arm_kind: str = "anthropomorphic"
     ) -> DexforceW1Cfg:
-        hand_types = {
-            DexforceW1ArmSide.LEFT: DexforceW1HandBrand.BRAINCO_HAND,
-            DexforceW1ArmSide.RIGHT: DexforceW1HandBrand.BRAINCO_HAND,
-        }
+
+        if arm_kind == "industrial":
+            hand_types = {
+                DexforceW1ArmSide.LEFT: DexforceW1HandBrand.DH_PGC_GRIPPER_M,
+                DexforceW1ArmSide.RIGHT: DexforceW1HandBrand.DH_PGC_GRIPPER_M,
+            }
+        else:
+            hand_types = {
+                DexforceW1ArmSide.LEFT: DexforceW1HandBrand.BRAINCO_HAND,
+                DexforceW1ArmSide.RIGHT: DexforceW1HandBrand.BRAINCO_HAND,
+            }
+
         hand_versions = {
             DexforceW1ArmSide.LEFT: DexforceW1Version(version),
             DexforceW1ArmSide.RIGHT: DexforceW1Version(version),

From 691c7636468ce021e6e2a3b405917eca13ca6315 Mon Sep 17 00:00:00 2001
From: Chen Jian <mtfl1996@outlook.com>
Date: Wed, 26 Nov 2025 15:58:27 +0800
Subject: [PATCH 12/92] Remove gizmo collision body (#11)

Co-authored-by: chenjian <chenjian@dexforce.com>
---
 embodichain/lab/sim/objects/gizmo.py | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/embodichain/lab/sim/objects/gizmo.py b/embodichain/lab/sim/objects/gizmo.py
index 1bf720ae..27ebf5bf 100644
--- a/embodichain/lab/sim/objects/gizmo.py
+++ b/embodichain/lab/sim/objects/gizmo.py
@@ -196,11 +196,6 @@ def _create_proxy_cube(
         proxy_cube.set_location(position[0], position[1], position[2])
         proxy_cube.set_rotation_euler(euler[0], euler[1], euler[2])
 
-        # Add kinematic physics to proxy cube
-        attr = PhysicalAttr()
-        attr.mass = 0.05
-        proxy_cube.add_rigidbody(ActorType.KINEMATIC, RigidBodyShape.CONVEX, attr)
-
         # Connect gizmo to proxy cube
         self._gizmo.node.update_gizmo_follow(proxy_cube.node)
 

From db02df5fdc15c32aa463d346ae2829048c88f56d Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Wed, 26 Nov 2025 14:46:57 +0000
Subject: [PATCH 13/92] Updata docs (#12)

---
 docker/docker_run.sh                       | 105 +++++++++++++++++++++
 docs/source/quick_start/install.md         |   6 ++
 docs/source/resources/roadmap.md           |  16 +++-
 docs/source/resources/robot/cobotmagic.md  |  23 -----
 docs/source/resources/robot/dexforce_w1.md |  23 +----
 5 files changed, 129 insertions(+), 44 deletions(-)
 create mode 100755 docker/docker_run.sh

diff --git a/docker/docker_run.sh b/docker/docker_run.sh
new file mode 100755
index 00000000..65fd791e
--- /dev/null
+++ b/docker/docker_run.sh
@@ -0,0 +1,105 @@
+#!/bin/bash  
+# Usage: ./docker_run.sh [container_name] [data_path]  
+  
+# Check if the correct number of arguments are provided  
+if [ "$#" -ne 2 ]; then  
+  echo "Usage: $0 [container_name] [data_path]"  
+  exit 1  
+fi  
+  
+container_name=$1  
+data_path=$2  
+  
+echo "image_name: $container_name"  
+echo "data_path: $data_path"  
+  
+# Initialize error flag and paths  
+error_flag=0  
+VK_DRIVER_PATH=""  
+GL_DRIVER_PATH=""  
+  
+# Check Vulkan driver paths  
+if [ -f /etc/vulkan/icd.d/nvidia_icd.json ] && [ -f /etc/vulkan/implicit_layer.d/nvidia_layers.json ] &&  
+   ! [ -d /etc/vulkan/icd.d/nvidia_icd.json ] && ! [ -d /etc/vulkan/implicit_layer.d/nvidia_layers.json ]; then  
+  VK_DRIVER_PATH=/etc  
+elif [ -f /usr/share/vulkan/icd.d/nvidia_icd.json ] && [ -f /usr/share/vulkan/implicit_layer.d/nvidia_layers.json ] &&  
+     ! [ -d /usr/share/vulkan/icd.d/nvidia_icd.json ] && ! [ -d /usr/share/vulkan/implicit_layer.d/nvidia_layers.json ]; then  
+  VK_DRIVER_PATH=/usr/share  
+else  
+  if [ -d /etc/vulkan/icd.d/nvidia_icd.json ] || [ -d /etc/vulkan/implicit_layer.d/nvidia_layers.json ]; then  
+    echo "Warning: /etc/vulkan/icd.d/nvidia_icd.json or /etc/vulkan/implicit_layer.d/nvidia_layers.json is a directory, not a file."  
+  elif [ -d /usr/share/vulkan/icd.d/nvidia_icd.json ] || [ -d /usr/share/vulkan/implicit_layer.d/nvidia_layers.json ]; then  
+    echo "Warning: /usr/share/vulkan/icd.d/nvidia_icd.json or /usr/share/vulkan/implicit_layer.d/nvidia_layers.json is a directory, not a file."  
+  else  
+    echo "Warning: Required Vulkan driver files not found."  
+  fi  
+    error_flag=$((error_flag + 1))  
+fi  
+echo "VK_DRIVER_PATH: $VK_DRIVER_PATH"  
+  
+# Check OpenGL driver paths  
+if [ -f /etc/glvnd/egl_vendor.d/10_nvidia.json ] && ! [ -d /etc/glvnd/egl_vendor.d/10_nvidia.json ]; then  
+  GL_DRIVER_PATH=/etc  
+elif [ -f /usr/share/glvnd/egl_vendor.d/10_nvidia.json ] && ! [ -d /usr/share/glvnd/egl_vendor.d/10_nvidia.json ]; then  
+  GL_DRIVER_PATH=/usr/share  
+else  
+  if [ -d /etc/glvnd/egl_vendor.d/10_nvidia.json ]; then  
+    echo "Warning: /etc/glvnd/egl_vendor.d/10_nvidia.json is a directory, not a file."  
+  elif [ -d /usr/share/glvnd/egl_vendor.d/10_nvidia.json ]; then  
+    echo "Warning: /usr/share/glvnd/egl_vendor.d/10_nvidia.json is a directory, not a file."  
+  else  
+    echo "Warning: Required OpenGL driver files not found."  
+  fi  
+  error_flag=$((error_flag + 1))  
+fi  
+echo "GL_DRIVER_PATH: $GL_DRIVER_PATH"  
+  
+# Check error flag and exit if necessary  
+if [ $error_flag -eq 2 ]; then  
+  echo "No driver paths were found to be directories instead of files. Please check the paths."  
+  exit 1  
+fi  
+  
+# Build the docker run command with conditional volume mounts  
+docker_cmd="docker run -itd --gpus all \
+  -e NVIDIA_DRIVER_CAPABILITIES=all \
+  -e NVIDIA_VISIBLE_DEVICES=all \
+  -e NVIDIA_DISABLE_REQUIRE=1 \
+  --device /dev/dri \
+  --name $container_name \
+  -v /usr/share/nvidia:/usr/share/nvidia \
+  -v $data_path:/root/workspace"
+  
+# Add Vulkan driver mounts if VK_DRIVER_PATH is set  
+if [ -n "$VK_DRIVER_PATH" ]; then  
+  docker_cmd="$docker_cmd \
+  -v ${VK_DRIVER_PATH}/vulkan/icd.d/nvidia_icd.json:${VK_DRIVER_PATH}/vulkan/icd.d/nvidia_icd.json \
+  -v ${VK_DRIVER_PATH}/vulkan/implicit_layer.d/nvidia_layers.json:${VK_DRIVER_PATH}/vulkan/implicit_layer.d/nvidia_layers.json"  
+fi  
+  
+# Add OpenGL driver mounts if GL_DRIVER_PATH is set  
+if [ -n "$GL_DRIVER_PATH" ]; then  
+  docker_cmd="$docker_cmd \
+  -v ${GL_DRIVER_PATH}/glvnd/egl_vendor.d/10_nvidia.json:${GL_DRIVER_PATH}/glvnd/egl_vendor.d/10_nvidia.json"  
+fi  
+  
+# Add remaining common volume mounts and environment variables  
+docker_cmd="$docker_cmd \
+  -v /tmp/.X11-unix:/tmp/.X11-unix \
+  -v ~/.Xauthority:/root/.Xauthority:rw \
+  -e DISPLAY=$DISPLAY \
+  -e WORK=~/workspace \
+  --shm-size 50G \
+  --network=host \
+  -v /dev/shm:/dev/shm \
+  dexforce/embodichain:ubuntu22.04-cuda12.8 /bin/bash"  
+  
+# Execute the docker run command  
+eval $docker_cmd  
+  
+# Print success message  
+if [ $? -eq 0 ]; then  
+  echo "Docker container $container_name started successfully."  
+else  
+  echo "Failed to start Docker container $container_name."  
+fi  
diff --git a/docs/source/quick_start/install.md b/docs/source/quick_start/install.md
index 7641687e..892e99cd 100644
--- a/docs/source/quick_start/install.md
+++ b/docs/source/quick_start/install.md
@@ -33,6 +33,12 @@ We strongly recommend using our pre-configured Docker environment, which contain
 docker pull dexforce/embodichain:ubuntu22.04-cuda12.8
 ```
 
+After pulling the Docker image, you can run a container with the provided [scripts](../../../docker/docker_run.sh).
+
+```bash
+./docker_run.sh [container_name] [data_path]
+```
+
 ---
 
 
diff --git a/docs/source/resources/roadmap.md b/docs/source/resources/roadmap.md
index 89bf504a..f248a8f2 100644
--- a/docs/source/resources/roadmap.md
+++ b/docs/source/resources/roadmap.md
@@ -10,6 +10,7 @@ Currently, EmbodiChain is under active development. Our plan for the feature roa
         - Add a new rasterization backend for basic rendering tasks.
         - Support 3DGS rendering mode (If we have enough bandwidth).
     - Physics:
+        - Improve GPU physics throughput.
         - Improve soft body simulation stability and add more examples and tasks.
         - We are also exploring how to integrate [newton physics](https://github.com/newton-physics/newton) into EmbodiChain as an alternative physics backend.
     - Sensors:
@@ -20,6 +21,17 @@ Currently, EmbodiChain is under active development. Our plan for the feature roa
         - Add more advanced motion generation methods and examples.
     - Useful Tools:
         - Add a robot workspace analysis tool for better visualization and sampling of robot accessible workspace.
-    - We are working on USD support for EmbodiChain to enable better scene creation and asset management.
+        - We are working on USD support for EmbodiChain to enable better scene creation and asset management.
+        - We will release a simple Real2Sim pipeline, which enables automatic task generation from real-world data.
+    - Robots Integration:
+        - Add support for more robot models (eg: LeRobot, Unitree H1/G1, etc).
 
-- Models and Training Workflows:
+- Agents:
+    - Add more Reinforcement Learning examples and environments.
+    - We will release a Modular VLA framework for fast prototyping and training of embodied agents.
+    - We will release a simple online data streaming pipeline for Imitation Learning.
+
+- Tasks:
+    - We will release a set of Real2Sim tasks as examples for EmbodiChain.
+    - We will release a set of tableware manipulation tasks for demonstration of data generation pipeline.
+    
\ No newline at end of file
diff --git a/docs/source/resources/robot/cobotmagic.md b/docs/source/resources/robot/cobotmagic.md
index dd93f419..63eb6b65 100644
--- a/docs/source/resources/robot/cobotmagic.md
+++ b/docs/source/resources/robot/cobotmagic.md
@@ -84,28 +84,6 @@ control_parts = {
 }
 ```
 
----
-
-## Common Issues & Notes
-
-- **URDF Path**: Ensure the corresponding URDF files exist in the data path (e.g., `CobotMagicArm/CobotMagicWithGripperV100.urdf`).
-- **Simulation Device**: Supports CPU/GPU simulation. Set `sim_device` according to your hardware.
-- **Multi-arena Simulation**: Use `build_multiple_arenas(n)` to quickly create n parallel simulation environments.
-- **Gripper Model Switching**: To switch gripper models, modify the URDF path in `urdf_cfg`.
-- **Mobile Base**: Not supported in the current version; related parameters will be ignored.
-
----
-
-## References
-
-- [AgileX CobotMagic Product Page](https://global.agilex.ai/products/cobot-magic)
-- Related URDF file path: `CobotMagicArm/`
-  - CobotMagicWithGripperV70.urdf
-  - CobotMagicWithGripperV100.urdf
-  - CobotMagicNoGripper.urdf
-- [embodichain Simulation Platform Documentation](https://github.com/dexforce/embodichain)
-
----
 
 ## References
 
@@ -114,4 +92,3 @@ control_parts = {
   - `CobotMagicWithGripperV70.urdf`
   - `CobotMagicWithGripperV100.urdf`
   - `CobotMagicNoGripper.urdf`
-- [embodichain Simulation Platform Documentation](https://github.com/dexforce/embodichain)
diff --git a/docs/source/resources/robot/dexforce_w1.md b/docs/source/resources/robot/dexforce_w1.md
index d37f42c7..7160825b 100644
--- a/docs/source/resources/robot/dexforce_w1.md
+++ b/docs/source/resources/robot/dexforce_w1.md
@@ -21,21 +21,6 @@ Dexforce W1 is a versatile robot developed by DexForce Technology Co., Ltd., sup
 - Flexible URDF assembly and simulation configuration
 - Compatible with SimulationManager simulation environment
 
-## Usage in Simulation Environment
-
-"""python
-from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
-from embodichain.lab.sim.robots.dexforce_w1.types import (
-    DexforceW1HandBrand, DexforceW1ArmSide, DexforceW1ArmKind, DexforceW1Version
-)
-from embodichain.lab.sim.robots.dexforce_w1.utils import build_dexforce_w1_cfg
-
-config = SimulationManagerCfg(headless=False, sim_device="cpu")
-sim = SimulationManager(config)
-sim.build_multiple_arenas(1)
-sim.set_manual_update(False)
-"""
-
 ## Method 1: Fine-grained configuration with `build_dexforce_w1_cfg`
 
 This method allows you to specify detailed parameters for each arm and hand. Recommended for advanced users who need full control over robot hardware options.
@@ -46,7 +31,7 @@ This method allows you to specify detailed parameters for each arm and hand. Rec
 - `hand_types`: Dict specifying hand brand for each arm side (`LEFT`/`RIGHT`).
 - `hand_versions`: Dict specifying hand version for each arm side.
 
-"""python
+```python
 hand_types = {
     DexforceW1ArmSide.LEFT: DexforceW1HandBrand.BRAINCO_HAND,
     DexforceW1ArmSide.RIGHT: DexforceW1HandBrand.BRAINCO_HAND,
@@ -62,7 +47,7 @@ cfg = build_dexforce_w1_cfg(
 )
 robot = sim.add_robot(cfg=cfg)
 print("DexforceW1 robot added to the simulation.")
-"""
+```
 
 ## Method 2: Quick configuration with `DexforceW1Cfg.from_dict`
 
@@ -74,14 +59,14 @@ This method allows fast setup using a dictionary, suitable for simple scenarios
 - `version`: Robot version, e.g., `v021`.
 - `arm_kind`: Arm type, e.g., `anthropomorphic` or `industrial` (string).
 
-"""python
+```python
 from embodichain.lab.sim.robots import DexforceW1Cfg
 cfg = DexforceW1Cfg.from_dict(
     {"uid": "dexforce_w1", "version": "v021", "arm_kind": "anthropomorphic"}
 )
 robot = sim.add_robot(cfg=cfg)
 print("DexforceW1 robot added to the simulation.")
-"""
+```
 
 ## Arm Joint Design: Mirrored Configuration
 

From e3f40ce422b8dcdeb148f26da603ae7f1e59f3da Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Fri, 28 Nov 2025 15:47:05 +0000
Subject: [PATCH 14/92] Misc update (#17)

---
 README.md                                     | 20 +++---
 docs/source/introduction.rst                  | 13 ++--
 embodichain/data/dataset.py                   |  1 -
 .../envs/action_bank/configurable_action.py   | 18 ++----
 embodichain/lab/gym/envs/managers/events.py   |  2 +-
 embodichain/lab/sim/cfg.py                    |  6 ++
 embodichain/lab/sim/objects/articulation.py   | 61 ++++++++++++++++++-
 embodichain/lab/sim/utility/sim_utils.py      |  1 +
 tests/datasets/run_pourwater_env_offline.py   |  4 +-
 9 files changed, 93 insertions(+), 33 deletions(-)

diff --git a/README.md b/README.md
index cf45e5f2..41e0a197 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,13 @@
+
 # EmbodiChain
 
 ![teaser](assets/imgs/teaser.jpg)
-**📘 [Documentation](https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/introduction)**  
+
+[![Version](https://img.shields.io/badge/version-0.0.1-blue.svg)](https://github.com/DexForce/EmbodiChain/releases)
+[![License](https://img.shields.io/github/license/DexForce/EmbodiChain)](LICENSE)
+[![Docs](https://img.shields.io/badge/docs-online-blue)](https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/introduction)
+[![Build Status](https://img.shields.io/github/actions/workflow/status/DexForce/EmbodiChain/ci.yml?branch=main)](https://github.com/DexForce/EmbodiChain/actions)
+
 ---
 
 EmbodiChain is an end-to-end, GPU-accelerated framework for Embodied AI. It streamlines research and development by unifying high-performance simulation, real-to-sim data pipelines, modular model architectures, and efficient training workflows. This integration enables rapid experimentation, seamless deployment of intelligent agents, and effective Sim2Real transfer for real-world robotic systems.
@@ -14,11 +20,11 @@ EmbodiChain is an end-to-end, GPU-accelerated framework for Embodied AI. It stre
 
 ## Key Features
 
-- **High-Fidelity, GPU-Accelerated Simulation**: Combines realistic physics for both rigid and deformable objects with advanced ray-traced sensor modeling, all accelerated on the GPU for high-throughput batched simulations.
-- **Unified Robot Learning Environment**: Offers standardized interfaces for a wide range of robot learning tasks, including Imitation Learning and Reinforcement Learning.
-- **Scalable Data Pipeline**: Features a comprehensive toolkit for automated data collection, efficient processing, and large-scale data generation to fuel your models.
-- **Efficient Training & Evaluation**: Supports modern training paradigms like online data streaming for Imitation Learning and massively parallel environment rollouts for Reinforcement Learning.
-- **Modular and Extensible**: Designed with modularity in mind to easily integrate new robot platforms, environments, and learning algorithms.
+- 🚀 **High-Fidelity GPU Simulation**: Realistic physics for rigid & deformable objects, advanced ray-traced sensors, all GPU-accelerated for high-throughput batch simulation.
+- 🤖 **Unified Robot Learning Environment**: Standardized interfaces for Imitation Learning, Reinforcement Learning, and more.
+- 📊 **Scalable Data Pipeline**: Automated data collection, efficient processing, and large-scale generation for model training.
+- ⚡ **Efficient Training & Evaluation**: Online data streaming, parallel environment rollouts, and modern training paradigms.
+- 🧩 **Modular & Extensible**: Easily integrate new robots, environments, and learning algorithms.
 
 
 ## Getting Started
@@ -32,7 +38,7 @@ To get started with EmbodiChain, follow these steps:
 
 ## Citation
 
-If you use EmbodiChain in your research, please cite our work:
+If you use EmbodiChain in your research, please cite:
 
 ```bibtex
 @misc{EmbodiChain,
diff --git a/docs/source/introduction.rst b/docs/source/introduction.rst
index f82c0afc..2c974cd7 100644
--- a/docs/source/introduction.rst
+++ b/docs/source/introduction.rst
@@ -25,12 +25,11 @@ EmbodiChain is an end-to-end, GPU-accelerated framework for Embodied AI. It stre
 Key Features
 ------------
 
-* **High-Fidelity, GPU-Accelerated Simulation**: Combines realistic physics for both rigid and deformable objects with advanced ray-traced sensor modeling, all accelerated on the GPU for high-throughput batched simulations.
-* **Unified Robot Learning Environment**: Offers standardized interfaces for a wide range of robot learning tasks, including Imitation Learning and Reinforcement Learning.
-* **Scalable Data Pipeline**: Features a comprehensive toolkit for automated data collection, efficient processing, and large-scale data generation to fuel your models.
-* **Efficient Training & Evaluation**: Supports modern training paradigms like online data streaming for Imitation Learning and massively parallel environment rollouts for Reinforcement Learning.
-* **Modular and Extensible**: Designed with modularity in mind to easily integrate new robot platforms, environments, and learning algorithms.
-
+* 🚀 **High-Fidelity GPU Simulation**: Realistic physics for rigid & deformable objects, advanced ray-traced sensors, all GPU-accelerated for high-throughput batch simulation.
+* 🤖 **Unified Robot Learning Environment**: Standardized interfaces for Imitation Learning, Reinforcement Learning, and more.
+* 📊 **Scalable Data Pipeline**: Automated data collection, efficient processing, and large-scale generation for model training.
+* ⚡ **Efficient Training & Evaluation**: Online data streaming, parallel environment rollouts, and modern training paradigms.
+* 🧩 **Modular & Extensible**: Easily integrate new robots, environments, and learning algorithms.
 
 Getting Started
 ---------------
@@ -45,7 +44,7 @@ To get started with EmbodiChain, follow these steps:
 Citation
 --------
 
-If you use EmbodiChain in your research, please cite our work:
+If you use EmbodiChain in your research, please cite:
 
 .. code-block:: bibtex
 
diff --git a/embodichain/data/dataset.py b/embodichain/data/dataset.py
index f5c775fd..02dc698c 100644
--- a/embodichain/data/dataset.py
+++ b/embodichain/data/dataset.py
@@ -20,7 +20,6 @@
 import hashlib
 import open3d as o3d
 
-
 from embodichain.utils import logger
 
 
diff --git a/embodichain/lab/gym/envs/action_bank/configurable_action.py b/embodichain/lab/gym/envs/action_bank/configurable_action.py
index 20f16d1f..2631cd02 100644
--- a/embodichain/lab/gym/envs/action_bank/configurable_action.py
+++ b/embodichain/lab/gym/envs/action_bank/configurable_action.py
@@ -65,7 +65,6 @@ class ActionBank:
     _function_type: Dict[str, Callable]
 
     def __init__(self, conf: Dict):
-        # 轨迹可以是qpos或者xpos，不同方法检查一下shape，每个姿态qpos是1维（16维），xpos是2维（4x4的矩阵）
         self.conf = conf
 
     @property
@@ -1261,9 +1260,7 @@ def plan_trajectory(
         vis: bool = False,
         **kwargs,
     ) -> np.ndarray:
-        from embodichain.lab.gym.motion_generation.action.arm_action import (
-            ArmAction,
-        )
+        from embodichain.lab.sim.planners.motion_generator import MotionGenerator
 
         # Retrieve the start and end positions
         start_qpos = env.affordance_datas[keypose_names[0]]
@@ -1311,14 +1308,13 @@ def plan_trajectory(
             filtered_keyposes = [start_qpos]
 
         if len(filtered_keyposes) == 1 and len(ref_poses) == 0:
-            # 只有一个点，返回静止轨迹
+
             ret = np.array([filtered_keyposes[0]] * duration)
         else:
-            # 生成轨迹
+            mo_gen = MotionGenerator(robot=env.robot, uid=agent_uid)
+
             if len(ref_poses) == 0:
-                ret, _ = ArmAction.create_discrete_trajectory(
-                    agent=env.robot,
-                    uid=get_control_part(env, agent_uid),
+                ret, _ = mo_gen.create_discrete_trajectory(
                     qpos_list=filtered_keyposes,
                     sample_num=duration,
                     qpos_seed=filtered_keyposes[0],
@@ -1326,9 +1322,7 @@ def plan_trajectory(
                     **getattr(env, "planning_config", {}),
                 )
             else:
-                ret, _ = ArmAction.create_discrete_trajectory(
-                    agent=env.robot,
-                    uid=get_control_part(env, agent_uid),
+                ret, _ = mo_gen.create_discrete_trajectory(
                     xpos_list=[start_xpos] + ref_poses + [end_xpos],
                     sample_num=duration,
                     is_use_current_qpos=False,
diff --git a/embodichain/lab/gym/envs/managers/events.py b/embodichain/lab/gym/envs/managers/events.py
index c6653ba1..041b9faa 100644
--- a/embodichain/lab/gym/envs/managers/events.py
+++ b/embodichain/lab/gym/envs/managers/events.py
@@ -457,7 +457,7 @@ def register_info_to_env(
             "Calling env.sim.update(100) for after-physics-applied object attributes..",
             color="green",
         )
-        env.sim.update(100)
+        env.sim.update(step=100)
     for entity_registry in registry:
         entity_cfg = SceneEntityCfg(**entity_registry["entity_cfg"])
         logger.log_info(f"Registering {entity_cfg.uid}..", color="green")
diff --git a/embodichain/lab/sim/cfg.py b/embodichain/lab/sim/cfg.py
index d6825853..3dc37e1b 100644
--- a/embodichain/lab/sim/cfg.py
+++ b/embodichain/lab/sim/cfg.py
@@ -918,6 +918,9 @@ class ArticulationCfg(ObjectBaseCfg):
     drive_pros: JointDrivePropertiesCfg = JointDrivePropertiesCfg()
     """Properties to define the drive mechanism of a joint."""
 
+    body_scale: Union[tuple, list] = (1.0, 1.0, 1.0)
+    """Scale of the articulation in the simulation world frame."""
+
     attrs: RigidBodyAttributesCfg = RigidBodyAttributesCfg()
     """Physical attributes for all links . """
 
@@ -947,6 +950,9 @@ class ArticulationCfg(ObjectBaseCfg):
     min_velocity_iters: int = 1
     """Number of velocity iterations the solver should perform for this articulation. Range: [0,255]."""
 
+    build_pk_chain: bool = True
+    """Whether to build pytorch-kinematics chain for forward kinematics and jacobian computation."""
+
 
 @configclass
 class RobotCfg(ArticulationCfg):
diff --git a/embodichain/lab/sim/objects/articulation.py b/embodichain/lab/sim/objects/articulation.py
index c9f56090..7698fc11 100644
--- a/embodichain/lab/sim/objects/articulation.py
+++ b/embodichain/lab/sim/objects/articulation.py
@@ -20,7 +20,7 @@
 
 from dataclasses import dataclass
 from functools import cached_property
-from typing import List, Sequence, Optional, Dict, Union
+from typing import List, Sequence, Optional, Dict, Union, Tuple
 
 from dexsim.engine import Articulation as _Articulation
 from dexsim.types import (
@@ -456,6 +456,26 @@ def qf_limits(self) -> torch.Tensor:
             device=self.device,
         )
 
+    @cached_property
+    def link_vert_face(self) -> Dict[str, Tuple[torch.Tensor, torch.Tensor]]:
+        """Get the vertices and faces of all links in the articulation.
+
+        Returns:
+            Dict[str, Tuple[torch.Tensor, torch.Tensor]]:
+                - key (str): The name of the link.
+                - vertices (torch.Tensor): The vertices of the specified link with shape (V, 3).
+                - faces (torch.Tensor): The faces of the specified link with shape (F, 3).
+        """
+        link_vert_face = dict()
+        for link_name in self.link_names:
+            verts, faces = self.entities[0].get_link_vert_face(link_name)
+            vertices_tensor = torch.as_tensor(
+                verts, dtype=torch.float32, device=self.device
+            )
+            faces_tensor = torch.as_tensor(faces, dtype=torch.int32, device=self.device)
+            link_vert_face[link_name] = (vertices_tensor, faces_tensor)
+        return link_vert_face
+
 
 class Articulation(BatchEntity):
     """Articulation represents a batch of articulations in the simulation.
@@ -536,7 +556,11 @@ def __init__(
         )
         self._set_default_joint_drive()
 
-        self.pk_chain = create_pk_chain(urdf_path=self.cfg.fpath, device=self.device)
+        self.pk_chain = None
+        if self.cfg.build_pk_chain:
+            self.pk_chain = create_pk_chain(
+                urdf_path=self.cfg.fpath, device=self.device
+            )
 
         # For rendering purposes, each articulation can have multiple material instances associated with its links.
         self._visual_material: List[Dict[str, VisualMaterialInst]] = [
@@ -804,6 +828,25 @@ def get_local_pose(self, to_matrix=False) -> torch.Tensor:
             pose[:, :3, :3] = mat
         return pose
 
+    def get_link_vert_face(self, link_name: str) -> Tuple[torch.Tensor, torch.Tensor]:
+        """Get the vertices and faces of a specific link in the articulation.
+
+        Args:
+            link_name (str): The name of the link.
+
+        Returns:
+            Tuple[torch.Tensor, torch.Tensor]:
+                - vertices (torch.Tensor): The vertices of the specified link with shape (V, 3).
+                - faces (torch.Tensor): The faces of the specified link with shape (F, 3).
+        """
+        if link_name not in self.link_names:
+            logger.log_error(
+                f"Link name {link_name} not found in {self.__class__.__name__}. Available links: {self.link_names}"
+            )
+
+        verts, faces = self.body_data.link_vert_face[link_name]
+        return verts, faces
+
     def get_link_pose(
         self, link_name: str, env_ids: Optional[Sequence[int]] = None, to_matrix=False
     ) -> torch.Tensor:
@@ -1280,12 +1323,19 @@ def compute_fk(
             to_dict (bool, optional): If True, returns the FK result as a dictionary of Transform3d objects. Defaults to False.
             **kwargs: Additional keyword arguments for customization.
 
+        Raises:
+            RuntimeError: If the pk_chain is not initialized.
+            TypeError: If an invalid type is provided for `link_names`.
+            ValueError: If the shape of the resulting matrices is unexpected.
+
         Returns:
             torch.Tensor: The homogeneous transformation matrix/matrices for the specified links.
                         Shape is (batch_size, 4, 4) for batched input or (4, 4) for single input.
                         If `to_dict` is True, returns a dictionary of Transform3d objects instead.
         """
         frame_indices = None
+        if self.pk_chain is None:
+            logger.log_error("pk_chain is not initialized for this articulation.")
 
         # Adapt link_names to work with get_frame_indices
         if link_names is not None:
@@ -1381,12 +1431,19 @@ def compute_jacobian(
                                       - 'rot': Returns only the rotational part (3, dof) or (batch_size, 3, dof).
                                       Defaults to 'full'.
 
+        Raises:
+            RuntimeError: If the pk_chain is not initialized.
+            ValueError: If an invalid `jac_type` is provided.
+
         Returns:
             torch.Tensor: The Jacobian matrix. Shape depends on the input:
                           - For a single link: (6, dof) or (batch_size, 6, dof).
                           - For multiple links: (num_links, 6, dof) or (num_links, batch_size, 6, dof).
                           The shape also depends on the `jac_type` parameter.
         """
+        if self.pk_chain is None:
+            logger.log_error("pk_chain is not initialized for this articulation.")
+
         if qpos is None:
             qpos = torch.zeros(self.dof, device=self.device)
 
diff --git a/embodichain/lab/sim/utility/sim_utils.py b/embodichain/lab/sim/utility/sim_utils.py
index 256fa299..c6914807 100644
--- a/embodichain/lab/sim/utility/sim_utils.py
+++ b/embodichain/lab/sim/utility/sim_utils.py
@@ -101,6 +101,7 @@ def get_drive_type(drive_pros):
         logger.log_error(f"Unknow drive type {drive_type}")
 
     for art in arts:
+        art.set_body_scale(cfg.body_scale)
         art.set_physical_attr(cfg.attrs.attr())
         art.set_articulation_flag(ArticulationFlag.FIX_BASE, cfg.fix_base)
         art.set_articulation_flag(
diff --git a/tests/datasets/run_pourwater_env_offline.py b/tests/datasets/run_pourwater_env_offline.py
index 80da0d4e..548b0165 100644
--- a/tests/datasets/run_pourwater_env_offline.py
+++ b/tests/datasets/run_pourwater_env_offline.py
@@ -32,10 +32,8 @@
 from embodichain.lab.gym.envs import EmbodiedEnvCfg
 from embodichain.lab.gym.utils.gym_utils import config_to_cfg
 
-os.environ["HDF5_USE_FILE_LOCKING"] = "FALSE"
 
-
-class TestPourWaterv3OfflineRunEnv(unittest.TestCase, metaclass=UnittestMetaclass):
+class TestPourWaterOfflineRunEnv(unittest.TestCase, metaclass=UnittestMetaclass):
     datacenter_backup = Path("/tmp/datacenter_test")
 
     def setUp(self) -> None:

From 8bf13c41e8fa219b04336282895fa59bd2adb3db Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Mon, 1 Dec 2025 14:20:16 +0000
Subject: [PATCH 15/92] Upgrade dependencies version (#24)

---
 .gitignore                                    |  25 -----
 embodichain/__init__.py                       |   1 +
 .../envs/action_bank/configurable_action.py   |  12 +-
 .../lab/gym/envs/managers/observations.py     |   8 +-
 embodichain/lab/gym/utils/misc.py             |   1 +
 embodichain/lab/gym/utils/registration.py     |  26 +++--
 embodichain/lab/sim/objects/soft_object.py    |  18 +--
 .../lab/sim/planners/motion_generator.py      |  13 ++-
 embodichain/lab/sim/planners/utils.py         |   1 +
 .../lab/sim/robots/dexforce_w1/params.py      |  18 +--
 .../lab/sim/solvers/pinocchio_solver.py       |   6 +-
 embodichain/lab/sim/solvers/srs_solver.py     |   4 +-
 .../toolkits/graspkit/pg_grasp/antipodal.py   |  18 +--
 .../toolkits/urdf_assembly/component.py       |   6 +-
 embodichain/toolkits/urdf_assembly/sensor.py  |   6 +-
 .../toolkits/urdf_assembly/signature.py       |   8 +-
 .../urdf_assembly/urdf_assembly_manager.py    |   1 +
 embodichain/utils/math.py                     |  43 +------
 embodichain/utils/visualizer.py               |   7 +-
 pyproject.toml                                |  31 ++----
 tests/common.py                               |   1 +
 tests/datasets/run_pourwater_env_offline.py   | 105 ------------------
 .../action_bank}/test_configurable_action.py  |   2 +-
 tests/gym/envs/test_base_env.py               |   4 +
 tests/gym/envs/test_embodied_env.py           |   4 +
 tests/sim/objects/test_robot.py               |   1 +
 tests/unitest.sh                              |  93 ----------------
 27 files changed, 107 insertions(+), 356 deletions(-)
 delete mode 100644 tests/datasets/run_pourwater_env_offline.py
 rename tests/{datasets => gym/action_bank}/test_configurable_action.py (99%)
 delete mode 100755 tests/unitest.sh

diff --git a/.gitignore b/.gitignore
index 4857c898..dc87025b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -176,8 +176,6 @@ cache
 *.csv
 materials
 
-!embodichain/agents/dexforce_vla/data/empty_lang_embed.pt
-!resources/Arch.png
 embodichain/toolkits/outputs/*
 embodichain/toolkits/outputs/*
 
@@ -185,38 +183,15 @@ embodichain/database/*
 
 3rdparty/
 Log/
-embodichain/deploy/h1/sim/unitree_h1
-embodichain/deploy/inspire/inspire_hand
-embodichain/devices/camera/king_fisher/kingfisher
 
 # tensorboard logs
 embodichain/agents/policy/runs/*
-embodichain/agents/dexrdt/wandb
 *.pth
 outputs
 test_configs/*
 
 wandb/
-embodichain/deploy/mobile_aloha/collect_data/data
 *.mp4
 
 # vscode settings
 .vscode/
-
-# web server backend
-*/backend/datas/
-*/backend/logs/
-*/backend/__pycache__/
-
-# web server frontend
-*/backend/export_datas/
-*/backend/**/__pycache__/
-
-# web server frontend
-!web_server/frontend/**/*
-!web_server/frontend/**/event*
-*/frontend/node_modules
-*/frontend/.DS_Store
-*/frontend/*.local
-*/frontend/.eslintcache
-*/frontend/.stylelintcache
diff --git a/embodichain/__init__.py b/embodichain/__init__.py
index 1b3998b6..f818cf7b 100644
--- a/embodichain/__init__.py
+++ b/embodichain/__init__.py
@@ -18,6 +18,7 @@
 
 embodichain_dir = os.path.dirname(__file__)
 
+
 # Read version from VERSION file
 def _get_version():
     version_file = os.path.join(os.path.dirname(embodichain_dir), "VERSION")
diff --git a/embodichain/lab/gym/envs/action_bank/configurable_action.py b/embodichain/lab/gym/envs/action_bank/configurable_action.py
index 2631cd02..97a73da0 100644
--- a/embodichain/lab/gym/envs/action_bank/configurable_action.py
+++ b/embodichain/lab/gym/envs/action_bank/configurable_action.py
@@ -1400,12 +1400,12 @@ def mimic(self, id=None) -> ActionBank:
                 temp_graph2id = action_bank_mimic_for_this_node.graph2id()
 
                 if node in mimic_node_names[scope]:
-                    ret_acb.conf["node"][scope][ret_node_grap2id[scope][node]][
-                        node
-                    ] = deepcopy(
-                        action_bank_mimic_for_this_node.conf["node"][scope][
-                            temp_graph2id[scope][node]
-                        ][node]
+                    ret_acb.conf["node"][scope][ret_node_grap2id[scope][node]][node] = (
+                        deepcopy(
+                            action_bank_mimic_for_this_node.conf["node"][scope][
+                                temp_graph2id[scope][node]
+                            ][node]
+                        )
                     )
 
                     edges = ret_acb.get_edge_names(node_name=node)
diff --git a/embodichain/lab/gym/envs/managers/observations.py b/embodichain/lab/gym/envs/managers/observations.py
index c628384c..86280c60 100644
--- a/embodichain/lab/gym/envs/managers/observations.py
+++ b/embodichain/lab/gym/envs/managers/observations.py
@@ -135,9 +135,11 @@ def compute_semantic_mask(
     # cat assets uid (num_envs, n) into dim 1
     foreground_uids = torch.cat(
         [
-            asset.get_user_ids().unsqueeze(1)
-            if asset.get_user_ids().dim() == 1
-            else asset.get_user_ids()
+            (
+                asset.get_user_ids().unsqueeze(1)
+                if asset.get_user_ids().dim() == 1
+                else asset.get_user_ids()
+            )
             for asset in foreground_assets
         ],
         dim=1,
diff --git a/embodichain/lab/gym/utils/misc.py b/embodichain/lab/gym/utils/misc.py
index 0f9cc5ee..b95e0ce5 100644
--- a/embodichain/lab/gym/utils/misc.py
+++ b/embodichain/lab/gym/utils/misc.py
@@ -797,6 +797,7 @@ def resolve_formatted_string(obj, local_vars=None, global_vars=None):
                 {"__builtins__": None},  # eval with given locals & globals
                 {**global_vars, **local_vars},
             )
+
         # par tof the string is ${expr}：replace ...${expr}.. -> str(...eval(expr)..)
         def _sub(m):
             return str(
diff --git a/embodichain/lab/gym/utils/registration.py b/embodichain/lab/gym/utils/registration.py
index a3e9c61f..b2fe5b62 100644
--- a/embodichain/lab/gym/utils/registration.py
+++ b/embodichain/lab/gym/utils/registration.py
@@ -189,16 +189,20 @@ def register_env_function(cls, uid, override=False, max_episode_steps=None, **kw
         max_episode_steps=max_episode_steps,
         disable_env_checker=True,  # Temporary solution as we allow empty observation spaces
         kwargs=deepcopy(kwargs),
-        additional_wrappers=[
-            WrapperSpec(
-                "MSTimeLimit",
-                entry_point="embodichain.lab.gym.utils.registration:TimeLimitWrapper",
-                kwargs=dict(max_episode_steps=max_episode_steps)
-                if max_episode_steps is not None
-                else {},
-            )
-        ]
-        if max_episode_steps is not None
-        else [],
+        additional_wrappers=(
+            [
+                WrapperSpec(
+                    "MSTimeLimit",
+                    entry_point="embodichain.lab.gym.utils.registration:TimeLimitWrapper",
+                    kwargs=(
+                        dict(max_episode_steps=max_episode_steps)
+                        if max_episode_steps is not None
+                        else {}
+                    ),
+                )
+            ]
+            if max_episode_steps is not None
+            else []
+        ),
     )
     return cls
diff --git a/embodichain/lab/sim/objects/soft_object.py b/embodichain/lab/sim/objects/soft_object.py
index fcbf1c95..84617d1c 100644
--- a/embodichain/lab/sim/objects/soft_object.py
+++ b/embodichain/lab/sim/objects/soft_object.py
@@ -85,9 +85,9 @@ def __init__(
         )
 
         for i, softbody in enumerate(softbodies):
-            self._rest_sim_position_buffer[
-                i
-            ] = softbody.get_sim_position_inv_mass_buffer()
+            self._rest_sim_position_buffer[i] = (
+                softbody.get_sim_position_inv_mass_buffer()
+            )
 
         self._collision_position_buffer = torch.zeros(
             (self.num_instances, self.n_collision_vertices, 4),
@@ -139,18 +139,18 @@ def collision_position_buffer(self):
     def sim_vertex_position_buffer(self):
         """Get the current sim vertex position buffer of the soft bodies."""
         for i, softbody in enumerate(self.soft_bodies):
-            self._sim_vertex_position_buffer[
-                i
-            ] = softbody.get_sim_position_inv_mass_buffer()
+            self._sim_vertex_position_buffer[i] = (
+                softbody.get_sim_position_inv_mass_buffer()
+            )
         return self._sim_vertex_position_buffer.clone()
 
     @property
     def sim_vertex_velocity_buffer(self):
         """Get the current vertex velocity buffer of the soft bodies."""
         for i, softbody in enumerate(self.soft_bodies):
-            self._sim_vertex_velocity_buffer[
-                i
-            ] = softbody.get_sim_position_inv_mass_buffer()
+            self._sim_vertex_velocity_buffer[i] = (
+                softbody.get_sim_position_inv_mass_buffer()
+            )
         return self._sim_vertex_velocity_buffer.clone()
 
 
diff --git a/embodichain/lab/sim/planners/motion_generator.py b/embodichain/lab/sim/planners/motion_generator.py
index 165844f7..72248314 100644
--- a/embodichain/lab/sim/planners/motion_generator.py
+++ b/embodichain/lab/sim/planners/motion_generator.py
@@ -28,6 +28,7 @@
 
 class PlannerType(Enum):
     r"""Enumeration for different planner types."""
+
     TOPPRA = "toppra"
     """TOPPRA planner for time-optimal trajectory planning."""
 
@@ -188,12 +189,12 @@ def _create_state_dict(
             position = position.squeeze()
 
         return {
-            "position": position.tolist()
-            if isinstance(position, np.ndarray)
-            else position,
-            "velocity": velocity.tolist()
-            if isinstance(velocity, np.ndarray)
-            else velocity,
+            "position": (
+                position.tolist() if isinstance(position, np.ndarray) else position
+            ),
+            "velocity": (
+                velocity.tolist() if isinstance(velocity, np.ndarray) else velocity
+            ),
             "acceleration": [0.0] * self.dof,
         }
 
diff --git a/embodichain/lab/sim/planners/utils.py b/embodichain/lab/sim/planners/utils.py
index 154e8529..6f62841e 100644
--- a/embodichain/lab/sim/planners/utils.py
+++ b/embodichain/lab/sim/planners/utils.py
@@ -25,6 +25,7 @@ class TrajectorySampleMethod(Enum):
     This enum defines various methods for sampling trajectories,
     providing meaningful names for different sampling strategies.
     """
+
     TIME = "time"
     """Sample based on time intervals."""
 
diff --git a/embodichain/lab/sim/robots/dexforce_w1/params.py b/embodichain/lab/sim/robots/dexforce_w1/params.py
index 6dfdf349..6082daed 100644
--- a/embodichain/lab/sim/robots/dexforce_w1/params.py
+++ b/embodichain/lab/sim/robots/dexforce_w1/params.py
@@ -228,14 +228,16 @@ def from_dict(cls, data: dict) -> "W1ArmKineParams":
                 inst, "dh_params", np.array(data["dh_params"], dtype=float)
             )
         if "qpos_limits" in data:
-            object.__setattr__(
-                inst,
-                "qpos_limits",
-                np.deg2rad(np.array(data["qpos_limits"], dtype=float)),
-            ) if np.max(
-                np.abs(np.array(data["qpos_limits"]))
-            ) > 2 * np.pi else object.__setattr__(
-                inst, "qpos_limits", np.array(data["qpos_limits"], dtype=float)
+            (
+                object.__setattr__(
+                    inst,
+                    "qpos_limits",
+                    np.deg2rad(np.array(data["qpos_limits"], dtype=float)),
+                )
+                if np.max(np.abs(np.array(data["qpos_limits"]))) > 2 * np.pi
+                else object.__setattr__(
+                    inst, "qpos_limits", np.array(data["qpos_limits"], dtype=float)
+                )
             )
         if "link_lengths" in data:
             object.__setattr__(
diff --git a/embodichain/lab/sim/solvers/pinocchio_solver.py b/embodichain/lab/sim/solvers/pinocchio_solver.py
index 719fabbe..5e5167f2 100644
--- a/embodichain/lab/sim/solvers/pinocchio_solver.py
+++ b/embodichain/lab/sim/solvers/pinocchio_solver.py
@@ -463,9 +463,9 @@ def get_ik(
                 # Fix the rotation part of the pose
                 fixed_pose = np.eye(4)
                 fixed_pose[:3, :3] = compute_xpos[:3, :3]  # Use target rotation
-                fixed_pose[
-                    :3, 3
-                ] = current_pose_se3.translation.T  # Use current position
+                fixed_pose[:3, 3] = (
+                    current_pose_se3.translation.T
+                )  # Use current position
                 fixed_pose_SE3 = self.pin.SE3(fixed_pose)
                 current_pose_se3 = self.pin.SE3(fixed_pose_SE3)
 
diff --git a/embodichain/lab/sim/solvers/srs_solver.py b/embodichain/lab/sim/solvers/srs_solver.py
index 44fa894f..56c979ae 100644
--- a/embodichain/lab/sim/solvers/srs_solver.py
+++ b/embodichain/lab/sim/solvers/srs_solver.py
@@ -236,9 +236,7 @@ def _calculate_arm_joint_angles(
             joints[0] = 0
 
         euclidean_norm = np.hypot(P26[0], P26[1])
-        angle_phi = np.arccos(
-            (d_se**2 + norm_P26**2 - d_ew**2) / (2 * d_se * norm_P26)
-        )
+        angle_phi = np.arccos((d_se**2 + norm_P26**2 - d_ew**2) / (2 * d_se * norm_P26))
         joints[1] = np.arctan2(euclidean_norm, P26[2]) + elbow_config * angle_phi
 
         return True
diff --git a/embodichain/toolkits/graspkit/pg_grasp/antipodal.py b/embodichain/toolkits/graspkit/pg_grasp/antipodal.py
index 56239749..5ccf5152 100644
--- a/embodichain/toolkits/graspkit/pg_grasp/antipodal.py
+++ b/embodichain/toolkits/graspkit/pg_grasp/antipodal.py
@@ -483,15 +483,15 @@ def _sample_grasp_pose(
             shape=(antipodal_sample_num * antipodal_num,), dtype=float
         )
         for i in range(antipodal_num):
-            grasp_poses[
-                i * antipodal_sample_num : (i + 1) * antipodal_sample_num
-            ] = antipodal_list[i].sample_pose(antipodal_sample_num)
-            scores[
-                i * antipodal_sample_num : (i + 1) * antipodal_sample_num
-            ] = antipodal_list[i].score
-            open_length[
-                i * antipodal_sample_num : (i + 1) * antipodal_sample_num
-            ] = antipodal_list[i].dis
+            grasp_poses[i * antipodal_sample_num : (i + 1) * antipodal_sample_num] = (
+                antipodal_list[i].sample_pose(antipodal_sample_num)
+            )
+            scores[i * antipodal_sample_num : (i + 1) * antipodal_sample_num] = (
+                antipodal_list[i].score
+            )
+            open_length[i * antipodal_sample_num : (i + 1) * antipodal_sample_num] = (
+                antipodal_list[i].dis
+            )
         return grasp_poses, scores, open_length
 
     def get_all_grasp(self) -> List[AntipodalGrasp]:
diff --git a/embodichain/toolkits/urdf_assembly/component.py b/embodichain/toolkits/urdf_assembly/component.py
index 603225a3..9b98f67b 100644
--- a/embodichain/toolkits/urdf_assembly/component.py
+++ b/embodichain/toolkits/urdf_assembly/component.py
@@ -64,9 +64,9 @@ class URDFComponent:
         "base_link"  # Default link name for attachment (usually the first link)
     )
     params: Dict = None  # Component-specific parameters (e.g., wheel_type for chassis)
-    transform: Optional[
-        np.ndarray
-    ] = None  # Optional 4x4 transformation matrix for positioning
+    transform: Optional[np.ndarray] = (
+        None  # Optional 4x4 transformation matrix for positioning
+    )
 
     def __post_init__(self):
         # Convert path to Path object for better path handling
diff --git a/embodichain/toolkits/urdf_assembly/sensor.py b/embodichain/toolkits/urdf_assembly/sensor.py
index 6cf87829..5bf30710 100644
--- a/embodichain/toolkits/urdf_assembly/sensor.py
+++ b/embodichain/toolkits/urdf_assembly/sensor.py
@@ -64,9 +64,9 @@ class SensorAttachment:
     sensor_urdf: str  # Path to the sensor's URDF file
     parent_component: str  # Name of the component to which the sensor is attached
     parent_link: str  # Specific link name within the parent component for attachment
-    transform: Optional[
-        np.ndarray
-    ] = None  # Optional 4x4 transformation matrix for sensor positioning
+    transform: Optional[np.ndarray] = (
+        None  # Optional 4x4 transformation matrix for sensor positioning
+    )
     sensor_type: Optional[str] = None  # Optional sensor type field
 
 
diff --git a/embodichain/toolkits/urdf_assembly/signature.py b/embodichain/toolkits/urdf_assembly/signature.py
index d0b5de9e..3ec627c1 100644
--- a/embodichain/toolkits/urdf_assembly/signature.py
+++ b/embodichain/toolkits/urdf_assembly/signature.py
@@ -101,9 +101,11 @@ def to_serializable(obj):
                 "urdf_path": str(comp_obj.urdf_path),
                 "file_md5": file_md5,
                 "params": to_serializable(comp_obj.params or {}),
-                "transform": comp_obj.transform.tolist()
-                if comp_obj.transform is not None
-                else None,
+                "transform": (
+                    comp_obj.transform.tolist()
+                    if comp_obj.transform is not None
+                    else None
+                ),
             }
 
             signature_data["components"][comp_type] = comp_data
diff --git a/embodichain/toolkits/urdf_assembly/urdf_assembly_manager.py b/embodichain/toolkits/urdf_assembly/urdf_assembly_manager.py
index 80bcd90f..81b356c3 100644
--- a/embodichain/toolkits/urdf_assembly/urdf_assembly_manager.py
+++ b/embodichain/toolkits/urdf_assembly/urdf_assembly_manager.py
@@ -78,6 +78,7 @@ class URDFAssemblyManager:
     r"""
     A class to manage the assembly of URDF files and their components.
     """
+
     # Supported wheel types for chassis components
     SUPPORTED_WHEEL_TYPES = [
         "omni",
diff --git a/embodichain/utils/math.py b/embodichain/utils/math.py
index c42f4374..4146a6a1 100644
--- a/embodichain/utils/math.py
+++ b/embodichain/utils/math.py
@@ -869,45 +869,6 @@ def quat_apply_yaw(quat: torch.Tensor, vec: torch.Tensor) -> torch.Tensor:
     return quat_apply(quat_yaw, vec)
 
 
-def quat_rotate(q: torch.Tensor, v: torch.Tensor) -> torch.Tensor:
-    """Rotate a vector by a quaternion along the last dimension of q and v.
-    .. deprecated v2.1.0:
-         This function will be removed in a future release in favor of the faster implementation :meth:`quat_apply`.
-
-    Args:
-        q: The quaternion in (w, x, y, z). Shape is (..., 4).
-        v: The vector in (x, y, z). Shape is (..., 3).
-
-    Returns:
-        The rotated vector in (x, y, z). Shape is (..., 3).
-    """
-    # deprecation
-    omni.log.warn(
-        "The function 'quat_rotate' will be deprecated in favor of the faster method 'quat_apply'."
-        " Please use 'quat_apply' instead...."
-    )
-    return quat_apply(q, v)
-
-
-def quat_rotate_inverse(q: torch.Tensor, v: torch.Tensor) -> torch.Tensor:
-    """Rotate a vector by the inverse of a quaternion along the last dimension of q and v.
-
-    .. deprecated v2.1.0:
-         This function will be removed in a future release in favor of the faster implementation :meth:`quat_apply_inverse`.
-    Args:
-        q: The quaternion in (w, x, y, z). Shape is (..., 4).
-        v: The vector in (x, y, z). Shape is (..., 3).
-
-    Returns:
-        The rotated vector in (x, y, z). Shape is (..., 3).
-    """
-    omni.log.warn(
-        "The function 'quat_rotate_inverse' will be deprecated in favor of the faster method 'quat_apply_inverse'."
-        " Please use 'quat_apply_inverse' instead...."
-    )
-    return quat_apply_inverse(q, v)
-
-
 @torch.jit.script
 def quat_error_magnitude(q1: torch.Tensor, q2: torch.Tensor) -> torch.Tensor:
     """Computes the rotation difference between two quaternions.
@@ -1052,8 +1013,8 @@ def rigid_body_twist_transform(
         - The transformed linear velocity in frame 1. Shape is (N, 3).
         - The transformed angular velocity in frame 1. Shape is (N, 3).
     """
-    w1 = quat_rotate_inverse(q01, w0)
-    v1 = quat_rotate_inverse(q01, v0 + torch.cross(w0, t01, dim=-1))
+    w1 = quat_apply_inverse(q01, w0)
+    v1 = quat_apply_inverse(q01, v0 + torch.cross(w0, t01, dim=-1))
     return v1, w1
 
 
diff --git a/embodichain/utils/visualizer.py b/embodichain/utils/visualizer.py
index 0b24a362..6ce28932 100644
--- a/embodichain/utils/visualizer.py
+++ b/embodichain/utils/visualizer.py
@@ -541,7 +541,12 @@ def visualize_trajectory(poses: np.ndarray):
     # positions of the trajectory
     positions = poses[:, :3, 3]
     ax.plot(
-        positions[:, 0], positions[:, 1], positions[:, 2], "r-", linewidth=3, label="轨迹"
+        positions[:, 0],
+        positions[:, 1],
+        positions[:, 2],
+        "r-",
+        linewidth=3,
+        label="轨迹",
     )
 
     # direction of z-axis
diff --git a/pyproject.toml b/pyproject.toml
index 109b0baa..77f568cf 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -28,44 +28,29 @@ requires-python = ">=3.9"
 # specified using PEP 508 direct references where present.
 dependencies = [
   "dexsim_engine @ http://pyp.open3dv.site:2345/packages/dexsim_engine-0.3.6-cp310-cp310-manylinux_2_31_x86_64.whl",
-  "setuptools==69.5.1",
+  "setuptools>=78.1.1",
   "gymnasium==0.29.1",
-  "langchain==0.2.14",
-  "langchain-openai==0.1.22",
-  "pillow==9.5.0",
-  "ffmpeg-python==0.2.0",
-  "pytransform3d",
-  "uvicorn",
-  "fastapi",
   "casadi==3.7.1",
   "pin==2.7.0",
   "toppra==0.6.3",
   "qpsolvers==4.8.1",
   "pin-pink==3.4.0",
+  "py_opw_kinematics==0.1.6",
+  "pytorch_kinematics==0.7.5",
+  "polars==1.31.0",
   "PyYAML>=6.0",
-  "transformers==4.48.0",
-  "diffusers==0.32.1",
-  "balanced-loss",
   "accelerate==1.2.1",
   "wandb==0.20.1",
   "tensorboard",
-  "pydantic==2.7.1",
-  "deepspeed==0.16.2",
-  "py_opw_kinematics==0.1.6",
-  "pytorch_kinematics==0.7.5",
-  "polars==1.31.0",
+  "transformers>=4.53.0",
+  "diffusers>=0.32.1",
+  "deepspeed>=0.16.2",
   "cvxpy==1.4.0",
   "ortools",
   "prettytable",
-  "transforms3d==0.4.2",
   "hdfdict@git+http://69.235.177.182:8081/externalrepo/hdfdict",
-  "OmegaConf",
-  "dill",
-  "black==22.3",
-  "aenum",
+  "black==24.3.0",
   "h5py",
-  "dacite==1.9.2",
-  "zmq",
 ]
 
 [tool.setuptools.packages.find]
diff --git a/tests/common.py b/tests/common.py
index 9d80e5c6..54f2d67a 100644
--- a/tests/common.py
+++ b/tests/common.py
@@ -13,6 +13,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 # ----------------------------------------------------------------------------
+
 from unittest import TestLoader
 from fnmatch import fnmatchcase
 
diff --git a/tests/datasets/run_pourwater_env_offline.py b/tests/datasets/run_pourwater_env_offline.py
deleted file mode 100644
index 548b0165..00000000
--- a/tests/datasets/run_pourwater_env_offline.py
+++ /dev/null
@@ -1,105 +0,0 @@
-# ----------------------------------------------------------------------------
-# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-# ----------------------------------------------------------------------------
-
-import unittest
-import sys
-from pathlib import Path
-
-sys.path.append(str(Path(__file__).parent.parent))
-from common import UnittestMetaclass, OrderedTestLoader
-
-import os
-import tempfile
-import gymnasium
-from pathlib import Path
-
-from embodichain.utils.utility import dict2args
-from embodichain.utils.utility import load_json
-from embodichain.lab.sim import SimulationManagerCfg
-from embodichain.lab.gym.envs import EmbodiedEnvCfg
-from embodichain.lab.gym.utils.gym_utils import config_to_cfg
-
-
-class TestPourWaterOfflineRunEnv(unittest.TestCase, metaclass=UnittestMetaclass):
-    datacenter_backup = Path("/tmp/datacenter_test")
-
-    def setUp(self) -> None:
-        pass
-
-    def tearDown(self) -> None:
-        pass
-
-    def test_offline_run_env(self):
-        from embodichain.lab.scripts.run_env import main
-        import os
-
-        with tempfile.TemporaryDirectory(prefix=self.__class__.__name__) as temp_dir:
-            gym_conf_path = os.path.join(
-                "configs",
-                "gym",
-                "pour_water",
-                "gym_config.json",
-            )
-            action_conf_path = os.path.join(
-                "configs",
-                "gym",
-                "pour_water",
-                "action_config.json",
-            )
-            input_dict = {
-                "num_envs": 1,  # TODO: change it to >1 as v3 supports it. but now CobotMagic use cpu-OPWSolver. Wait @Chenjian for gpu version.
-                "device": "cpu",  # TODO: test both cpu and cuda device
-                "headless": True,
-                "enable_rt": False,
-                "gpu_id": 0,
-                "save_video": False,
-                "save_path": temp_dir,
-                "debug_mode": False,
-                "filter_visual_rand": False,
-                "online_config": "",
-                "gym_config": gym_conf_path,
-                "action_config": action_conf_path,
-            }
-            args = dict2args(input_dict)
-            gym_config = load_json(args.gym_config)
-            gym_config["env"]["dataset"]["save_path"] = temp_dir
-            gym_config["max_episodes"] = 1
-
-            cfg: EmbodiedEnvCfg = config_to_cfg(gym_config)
-            cfg.filter_visual_rand = args.filter_visual_rand
-
-            action_config = {}
-            if args.action_config is not None:
-                action_config = load_json(args.action_config)
-                action_config["action_config"] = action_config
-
-            cfg.num_envs = args.num_envs
-            cfg.sim_cfg = SimulationManagerCfg(
-                headless=args.headless,
-                sim_device=args.device,
-                enable_rt=args.enable_rt,
-                gpu_id=args.gpu_id,
-            )
-
-            env = gymnasium.make(id=gym_config["id"], cfg=cfg, **action_config)
-            main(args, env, gym_config)
-
-
-if __name__ == "__main__":
-    # `unittest.main()` is the standard usage to start testing, here we use a customed
-    # TestLoader to keep executing order of functions the same as their writing order
-
-    unittest.main(testLoader=OrderedTestLoader())
diff --git a/tests/datasets/test_configurable_action.py b/tests/gym/action_bank/test_configurable_action.py
similarity index 99%
rename from tests/datasets/test_configurable_action.py
rename to tests/gym/action_bank/test_configurable_action.py
index 16593ca0..48656790 100644
--- a/tests/datasets/test_configurable_action.py
+++ b/tests/gym/action_bank/test_configurable_action.py
@@ -30,7 +30,7 @@
 import sys
 from pathlib import Path
 
-sys.path.append(str(Path(__file__).parent.parent))
+sys.path.append(str(Path(__file__).parent.parent.parent))
 from common import UnittestMetaclass, OrderedTestLoader
 
 
diff --git a/tests/gym/envs/test_base_env.py b/tests/gym/envs/test_base_env.py
index beab6a89..4857b1bd 100644
--- a/tests/gym/envs/test_base_env.py
+++ b/tests/gym/envs/test_base_env.py
@@ -170,6 +170,10 @@ def test_env_rollout(self):
         ), "Expected 'cube_position' in the obs dict"
         assert obs.get("robot") is not None, "Expected 'robot' in the obs dict"
 
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.env.close()
+
 
 class TestBaseEnvCPU(BaseEnvTest):
     def setup_method(self):
diff --git a/tests/gym/envs/test_embodied_env.py b/tests/gym/envs/test_embodied_env.py
index feb4bc5b..075bdcda 100644
--- a/tests/gym/envs/test_embodied_env.py
+++ b/tests/gym/envs/test_embodied_env.py
@@ -151,6 +151,10 @@ def test_env_rollout(self):
         ), f"Expected truncated shape ({self.env.num_envs},), got {truncated.shape}"
         assert obs.get("robot") is not None, "Expected 'robot' info in the info dict"
 
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.env.close()
+
 
 class TestCPU(EmbodiedEnvTest):
     def setup_method(self):
diff --git a/tests/sim/objects/test_robot.py b/tests/sim/objects/test_robot.py
index 0177543f..282abed1 100644
--- a/tests/sim/objects/test_robot.py
+++ b/tests/sim/objects/test_robot.py
@@ -47,6 +47,7 @@
     ],
 }
 
+
 # Base test class for CPU and CUDA
 class BaseRobotTest:
     def setup_simulation(self, sim_device):
diff --git a/tests/unitest.sh b/tests/unitest.sh
deleted file mode 100755
index d827e1cb..00000000
--- a/tests/unitest.sh
+++ /dev/null
@@ -1,93 +0,0 @@
-echo "exec python ..."
-
-export PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python
-
-RED='\033[0;31m'
-GREEN='\033[0;32m'
-YELLOW='\033[1;33m'
-BLUE='\033[0;34m'
-NC='\033[0m' # No Color
-
-log_info() {
-    echo -e "${BLUE}[INFO] $1${NC}"
-}
-
-log_success() {
-    echo -e "${GREEN}[SUCCESS] $1${NC}"
-}
-
-log_warn() {
-    echo -e "${YELLOW}[WARN] $1${NC}"
-}
-
-log_error() {
-    echo -e "${RED}[ERROR] $1${NC}"
-}
-
-run_python_script() {
-    local script_name="$1"
-    local script_path="$2"
-
-    log_info "Running: ${script_name}"
-
-    if python "$script_path"; then
-        log_success "${script_name} succeeded"
-        return 0
-    else
-        log_error "${script_name} failed"
-        return 1
-    fi
-}
-
-run_pytest() {
-    local test_path="$1"
-    log_info "Running pytest: ${test_path}"
-
-    local pytest_args=(
-        "--durations=1000"      # record the slowest 1000 tests
-        "--tb=long"             # long traceback
-        "-vv"                   # verbose
-        "--disable-warnings"    # disable warnings
-        "--color=yes"           # enable color output
-    )
-
-    pytest "${pytest_args[@]}" "$test_path"
-    local status=$?
-
-    # Check if no tests were collected
-    if pytest --collect-only "$test_path" | grep -q "collected 0 items"; then
-        log_warn "No tests collected: ${test_path}"
-        return 0
-    fi
-
-    # Check pytest return code
-    if [ $status -ne 0 ]; then
-        log_error "pytest failed: ${test_path}"
-        exit 1
-    fi
-}
-
-main() {
-    echo "Starting scripts..."
-
-    run_python_script "pourwater_offline_test" "tests/datasets/run_pourwater_env_offline.py" || exit 1
-
-    echo "Starting pytest unit tests..."
-
-    for test_dir in tests/*/; do
-        # Check whether the directory contains any recursive test_*.py files; do not skip if top-level has none (supports subdirectory structures)
-        if ! find "$test_dir" -type f -name 'test_*.py' | grep -q .; then
-            log_warn "Skipping empty directory or no test files: ${test_dir}"
-            continue
-        fi
-        run_pytest "$test_dir"
-    done
-
-    log_success "All test scripts and unit tests completed!"
-}
-
-main "$@"
-
-# # demo
-# ./demo/origin_demo.sh CI
-# echo -e "\e[32morigin_demo executed successfully\e[0m"

From 74a2324ef55c1d5e111f0331ca709d4beb55761d Mon Sep 17 00:00:00 2001
From: kerwan-zeng <501217100@qq.com>
Date: Mon, 1 Dec 2025 23:10:01 +0800
Subject: [PATCH 16/92] NEW: init workflow file (#13)

Co-authored-by: zengkehuan <zengkehuan@dexforece.com>
Co-authored-by: yuecideng <dengyueci@qq.com>
---
 .github/workflows/main.yml          | 102 ++++++++++++++++++++++++++++
 README.md                           |   9 ++-
 docs/source/introduction.rst        |   8 +--
 tests/gym/envs/test_embodied_env.py |   4 +-
 4 files changed, 112 insertions(+), 11 deletions(-)
 create mode 100644 .github/workflows/main.yml

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
new file mode 100644
index 00000000..cc30ffa7
--- /dev/null
+++ b/.github/workflows/main.yml
@@ -0,0 +1,102 @@
+name: CI/CD Pipeline
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+    branches: [main]
+
+jobs:
+  lint:
+    if: github.event_name == 'pull_request'
+    runs-on: Linux
+    env:
+      NVIDIA_DRIVER_CAPABILITIES: all
+      NVIDIA_VISIBLE_DEVICES: all
+      NVIDIA_DISABLE_REQUIRE: 1
+    container: &container_template
+      image: 192.168.3.13:5000/dexsdk:ubuntu22.04-cuda12.8.0-h5ffmpeg-v3
+      volumes:
+        - "/cache:/cache"
+        - "/usr/share/vulkan/icd.d:/usr/share/vulkan/icd.d"
+        - "/usr/share/vulkan/implicit_layer.d:/usr/share/vulkan/implicit_layer.d"
+        - "/usr/share/glvnd/egl_vendor.d:/usr/share/glvnd/egl_vendor.d"
+        - "/tmp/.X11-unix:/tmp/.X11-unix"
+        - "/dev/shm/shared:/dev/shm/shared"
+      options: --memory 100g --gpus device=1 --shm-size 53687091200
+    steps:
+      - uses: actions/checkout@v4
+      - name: (CI) Code Style check
+        run: |
+          echo "Workspace: ${GITHUB_WORKSPACE}"
+          ls
+          pip install black==24.3.0
+          black --check --diff --color ./
+          if [ $? -ne 0 ]; then
+            echo "Code style check failed, please run [black ./] before commit!"
+            exit 1
+          fi
+
+  build:
+    needs: lint
+    runs-on: Linux
+    env:
+      NVIDIA_DRIVER_CAPABILITIES: all
+      NVIDIA_VISIBLE_DEVICES: all
+      NVIDIA_DISABLE_REQUIRE: 1
+    container: *container_template
+    steps:
+      - uses: actions/checkout@v4
+      - name: (CI) Build docs
+        run: |
+          pip install -e .
+          pip install -r docs/requirements.txt
+          cd ${GITHUB_WORKSPACE}/docs
+          echo "Start Building docs..."
+          make html
+      - name: Upload pkg
+        uses: actions/upload-pages-artifact@v3
+        with: 
+          path: ${{ github.workspace }}/docs/build/html
+          retention-days: 3
+
+  test:
+    if: github.event_name == 'pull_request'
+    needs: lint
+    runs-on: Linux
+    env:
+      NVIDIA_DRIVER_CAPABILITIES: all
+      NVIDIA_VISIBLE_DEVICES: all
+      NVIDIA_DISABLE_REQUIRE: 1
+    container: *container_template
+    steps:
+      - uses: actions/checkout@v4
+      - name: (CI) Run tests
+        run: |
+          # pip install -e .
+          echo "Unitest Start"
+          # export HF_ENDPOINT=https://hf-mirror.com
+          # pytest tests
+
+  publish:
+    if: github.event_name == 'push' && github.ref == 'refs/heads/main'
+    needs: build
+    runs-on: Linux
+    permissions:
+      pages: write
+      id-token: write 
+    env:
+      NVIDIA_DRIVER_CAPABILITIES: all
+      NVIDIA_VISIBLE_DEVICES: all
+      NVIDIA_DISABLE_REQUIRE: 1
+    container: *container_template
+    steps:
+      - uses: actions/checkout@v4
+      - name: (CI) Publish package
+        run: echo "start publish stage"
+      - name: (CI) Download docs artifact
+        uses: actions/download-artifact@v4
+        with:
+          name: github-pages
+      - name: (CI) Deploy GitHub Pages
+        uses: actions/deploy-pages@v4
\ No newline at end of file
diff --git a/README.md b/README.md
index 41e0a197..a72f0e77 100644
--- a/README.md
+++ b/README.md
@@ -5,8 +5,7 @@
 
 [![Version](https://img.shields.io/badge/version-0.0.1-blue.svg)](https://github.com/DexForce/EmbodiChain/releases)
 [![License](https://img.shields.io/github/license/DexForce/EmbodiChain)](LICENSE)
-[![Docs](https://img.shields.io/badge/docs-online-blue)](https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/introduction)
-[![Build Status](https://img.shields.io/github/actions/workflow/status/DexForce/EmbodiChain/ci.yml?branch=main)](https://github.com/DexForce/EmbodiChain/actions)
+[![GitHub Pages](https://img.shields.io/badge/GitHub%20Pages-docs-blue?logo=github&logoColor=white)](https://dexforce.github.io/EmbodiChain/introduction.html)
 
 ---
 
@@ -31,9 +30,9 @@ EmbodiChain is an end-to-end, GPU-accelerated framework for Embodied AI. It stre
 
 To get started with EmbodiChain, follow these steps:
 
-- [Installation Guide](https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/quick_start/install)
-- [Quick Start Tutorial](https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/tutorial/)
-- [API Reference](https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/api_reference/)
+- [Installation Guide](https://dexforce.github.io/EmbodiChain/quick_start/install.html)
+- [Quick Start Tutorial](https://dexforce.github.io/EmbodiChain/tutorial/index.html)
+- [API Reference](https://dexforce.github.io/EmbodiChain/api_reference/index.html)
 
 
 ## Citation
diff --git a/docs/source/introduction.rst b/docs/source/introduction.rst
index 2c974cd7..07807094 100644
--- a/docs/source/introduction.rst
+++ b/docs/source/introduction.rst
@@ -9,7 +9,7 @@ EmbodiChain
 .. image:: ../../assets/imgs/teaser.jpg
    :alt: teaser
 
-📘 `Documentation <https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/introduction>`_
+📘 `Documentation <https://dexforce.github.io/EmbodiChain/introduction.html>`_
 
 ---
 
@@ -36,9 +36,9 @@ Getting Started
 
 To get started with EmbodiChain, follow these steps:
 
-* `Installation Guide <https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/quick_start/install>`_
-* `Quick Start Tutorial <https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/tutorial/>`_
-* `API Reference <https://6921c7e19027fbac6753678c--astounding-horse-770602.netlify.app/api_reference/>`_
+* `Installation Guide <https://dexforce.github.io/EmbodiChain/quick_start/install.html>`_
+* `Quick Start Tutorial <https://dexforce.github.io/EmbodiChain/tutorial/index.html>`_
+* `API Reference <https://dexforce.github.io/EmbodiChain/api_reference/index.html>`_
 
 
 Citation
diff --git a/tests/gym/envs/test_embodied_env.py b/tests/gym/envs/test_embodied_env.py
index 075bdcda..29ea0d85 100644
--- a/tests/gym/envs/test_embodied_env.py
+++ b/tests/gym/envs/test_embodied_env.py
@@ -97,10 +97,10 @@
     ],
     "rigid_object": [
         {
-            "uid": "paper_cup",
+            "uid": "duck",
             "shape": {
                 "shape_type": "Mesh",
-                "fpath": "PaperCup/paper_cup.ply",
+                "fpath": "ToyDuck/toy_duck.glb",
             },
             "body_scale": (0.75, 0.75, 1.0),
             "init_pos": (0.0, 0.0, 1.0),

From d1524f8790f05c24265fb304f57b69eac4e95091 Mon Sep 17 00:00:00 2001
From: kerwan-zeng <501217100@qq.com>
Date: Tue, 2 Dec 2025 11:06:04 +0800
Subject: [PATCH 17/92] FIX: fix main branch rule (#25)

Co-authored-by: zengkehuan <zengkehuan@dexforece.com>
---
 .github/workflows/main.yml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index cc30ffa7..f4962e5a 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -8,7 +8,6 @@ on:
 
 jobs:
   lint:
-    if: github.event_name == 'pull_request'
     runs-on: Linux
     env:
       NVIDIA_DRIVER_CAPABILITIES: all
@@ -74,7 +73,7 @@ jobs:
       - name: (CI) Run tests
         run: |
           # pip install -e .
-          echo "Unitest Start"
+          echo "Unit test Start"
           # export HF_ENDPOINT=https://hf-mirror.com
           # pytest tests
 

From 1929efc5e67051a28d18674c79cdc296407f7f52 Mon Sep 17 00:00:00 2001
From: Copilot <198982749+Copilot@users.noreply.github.com>
Date: Thu, 4 Dec 2025 00:07:32 +0800
Subject: [PATCH 18/92] Fix performance issues: remove duplicates, fix broken
 deprecation warnings, optimize loops (#19)

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: yuecideng <dengyueci@qq.com>
---
 .../lab/sim/solvers/differential_solver.py    |  9 ++--
 .../toolkits/graspkit/pg_grasp/antipodal.py   | 43 +++++++++--------
 embodichain/utils/math.py                     | 39 ++-------------
 embodichain/utils/utility.py                  | 47 +++++++------------
 4 files changed, 46 insertions(+), 92 deletions(-)

diff --git a/embodichain/lab/sim/solvers/differential_solver.py b/embodichain/lab/sim/solvers/differential_solver.py
index 5bbb8028..7cf52788 100644
--- a/embodichain/lab/sim/solvers/differential_solver.py
+++ b/embodichain/lab/sim/solvers/differential_solver.py
@@ -15,7 +15,6 @@
 # ----------------------------------------------------------------------------
 
 import torch
-from copy import deepcopy
 from typing import Optional, Union, Tuple, Any, Literal, TYPE_CHECKING
 from scipy.spatial.transform import Rotation
 
@@ -245,11 +244,13 @@ def get_ik(
             current_xpos = self.get_fk(qpos_seed, to_matrix=True)
 
         # Transform target_xpos by TCP
+        # Note: torch.as_tensor does not modify the input, so deepcopy is unnecessary
         tcp_xpos = torch.as_tensor(
-            deepcopy(self.tcp_xpos), device=self.device, dtype=torch.float32
+            self.tcp_xpos, device=self.device, dtype=torch.float32
         )
-        current_xpos = current_xpos @ torch.inverse(tcp_xpos)
-        compute_xpos = target_xpos @ torch.inverse(tcp_xpos)
+        tcp_xpos_inv = torch.inverse(tcp_xpos)
+        current_xpos = current_xpos @ tcp_xpos_inv
+        compute_xpos = target_xpos @ tcp_xpos_inv
 
         # Ensure compute_xpos is a batch of matrices
         if current_xpos.dim() == 2 and current_xpos.shape == (4, 4):
diff --git a/embodichain/toolkits/graspkit/pg_grasp/antipodal.py b/embodichain/toolkits/graspkit/pg_grasp/antipodal.py
index 5ccf5152..32dfbd07 100644
--- a/embodichain/toolkits/graspkit/pg_grasp/antipodal.py
+++ b/embodichain/toolkits/graspkit/pg_grasp/antipodal.py
@@ -187,12 +187,11 @@ def get_dis_arr(self, others) -> np.ndarray:
         Returns:
             np.ndarray: distance array
         """
-        other_num = len(others)
-        other_a = np.empty(shape=(other_num, 3), dtype=float)
-        other_b = np.empty(shape=(other_num, 3), dtype=float)
-        for i in range(other_num):
-            other_a[i] = others[i].point_a
-            other_b[i] = others[i].point_b
+        if not others:
+            return np.array([], dtype=float)
+        # Vectorized extraction of points using list comprehension and np.array
+        other_a = np.array([o.point_a for o in others], dtype=float)
+        other_b = np.array([o.point_b for o in others], dtype=float)
         aa_dis = np.linalg.norm(other_a - self.point_a, axis=1)
         ab_dis = np.linalg.norm(other_a - self.point_b, axis=1)
         ba_dis = np.linalg.norm(other_b - self.point_a, axis=1)
@@ -382,22 +381,26 @@ def _generate_cache(
         # self.antipodal_visual(nms_antipodal_list)
         grasp_num = grasp_poses.shape[0]
         logger.log_debug(f"Write {grasp_num} poses to pickle file {cache_file}.")
-        grasp_list = [None for i in range(grasp_num)]
-        for i in range(grasp_num):
-            grasp_list[i] = AntipodalGrasp(grasp_poses[i], open_length[i], score[i])
+        # Use list comprehension for efficient list construction
+        grasp_list = [
+            AntipodalGrasp(grasp_poses[i], open_length[i], score[i])
+            for i in range(grasp_num)
+        ]
         return grasp_list
 
     def _load_cache(self, cache_file: str):
         data_dict = pickle.load(open(cache_file, "rb"))
         grasp_num = data_dict["grasp_poses"].shape[0]
         logger.log_debug(f"Load {grasp_num} poses from pickle file {cache_file}.")
-        grasp_list = [None for i in range(grasp_num)]
-        for i in range(grasp_num):
-            grasp_list[i] = AntipodalGrasp(
+        # Use list comprehension for efficient list construction
+        grasp_list = [
+            AntipodalGrasp(
                 data_dict["grasp_poses"][i],
                 data_dict["open_length"][i],
                 data_dict["score"][i],
             )
+            for i in range(grasp_num)
+        ]
         return grasp_list
 
     def _get_pc_size(self, vertices):
@@ -521,13 +524,11 @@ def select_grasp(
         """
         grasp_num = len(self._grasp_list)
         all_idx = np.arange(grasp_num)
-        grasp_poses = np.empty(shape=(grasp_num, 4, 4), dtype=float)
-        scores = np.empty(shape=(grasp_num,), dtype=float)
-        position = grasp_poses[:, :3, 3]
 
-        for i in range(grasp_num):
-            grasp_poses[i] = self._grasp_list[i].pose
-            scores[i] = self._grasp_list[i].score
+        # Vectorized extraction of poses and scores using list comprehension
+        grasp_poses = np.array([g.pose for g in self._grasp_list], dtype=float)
+        scores = np.array([g.score for g in self._grasp_list], dtype=float)
+        position = grasp_poses[:, :3, 3]
 
         # mask acoording to table up direction
         grasp_z = grasp_poses[:, :3, 2]
@@ -557,10 +558,8 @@ def select_grasp(
         best_valid_idx = sort_valid_idx[:result_num]
         best_idx = valid_id[best_valid_idx]
 
-        result_grasp_list = []
-        for idx in best_idx:
-            result_grasp_list.append(self._grasp_list[idx])
-        return result_grasp_list
+        # Use list comprehension for faster list construction
+        return [self._grasp_list[idx] for idx in best_idx]
 
     def _antipodal_nms(
         self, antipodal_list: List[Antipodal], nms_ratio: float = 0.02
diff --git a/embodichain/utils/math.py b/embodichain/utils/math.py
index 4146a6a1..d35e3656 100644
--- a/embodichain/utils/math.py
+++ b/embodichain/utils/math.py
@@ -18,6 +18,7 @@
 from __future__ import annotations
 
 import math
+import warnings
 import torch
 import numpy as np
 import torch.nn.functional
@@ -394,10 +395,8 @@ def _sqrt_positive_part(x: torch.Tensor) -> torch.Tensor:
     Reference:
         https://github.com/facebookresearch/pytorch3d/blob/main/pytorch3d/transforms/rotation_conversions.py#L91-L99
     """
-    ret = torch.zeros_like(x)
-    positive_mask = x > 0
-    ret[positive_mask] = torch.sqrt(x[positive_mask])
-    return ret
+    # Use torch.where for vectorized operation instead of indexed assignment
+    return torch.where(x > 0, torch.sqrt(x), torch.zeros_like(x))
 
 
 @torch.jit.script
@@ -508,38 +507,6 @@ def trans_matrix_to_xyz_quat(matrix: torch.Tensor) -> torch.Tensor:
     return vec
 
 
-@torch.jit.script
-def quat_from_euler_xyz(
-    roll: torch.Tensor, pitch: torch.Tensor, yaw: torch.Tensor
-) -> torch.Tensor:
-    """Convert rotations given as Euler angles in radians to Quaternions.
-
-    Note:
-        The euler angles are assumed in XYZ convention.
-
-    Args:
-        roll: Rotation around x-axis (in radians). Shape is (N,).
-        pitch: Rotation around y-axis (in radians). Shape is (N,).
-        yaw: Rotation around z-axis (in radians). Shape is (N,).
-
-    Returns:
-        The quaternion in (w, x, y, z). Shape is (N, 4).
-    """
-    cy = torch.cos(yaw * 0.5)
-    sy = torch.sin(yaw * 0.5)
-    cr = torch.cos(roll * 0.5)
-    sr = torch.sin(roll * 0.5)
-    cp = torch.cos(pitch * 0.5)
-    sp = torch.sin(pitch * 0.5)
-    # compute quaternion
-    qw = cy * cr * cp + sy * sr * sp
-    qx = cy * sr * cp - sy * cr * sp
-    qy = cy * cr * sp + sy * sr * cp
-    qz = sy * cr * cp - cy * sr * sp
-
-    return torch.stack([qw, qx, qy, qz], dim=-1)
-
-
 def _axis_angle_rotation(
     axis: Literal["X", "Y", "Z"], angle: torch.Tensor
 ) -> torch.Tensor:
diff --git a/embodichain/utils/utility.py b/embodichain/utils/utility.py
index d5506df6..c7015476 100644
--- a/embodichain/utils/utility.py
+++ b/embodichain/utils/utility.py
@@ -352,13 +352,6 @@ def save_json(path: str, data):
         json.dump(data, f, indent=4)
 
 
-def save_json(path: str, data):
-    import json
-
-    with open(path, "w") as f:
-        json.dump(data, f, indent=4)
-
-
 def load_json(path: str) -> Dict:
     import json
 
@@ -455,14 +448,22 @@ def postprocess_small_regions(
     min_area: int,
     max_area: int,
 ) -> List[int]:
-    keep_idx = []
+    """Filter masks based on area constraints.
+
+    Args:
+        masks: Array of binary masks or list of masks.
+        min_area: Minimum area threshold (exclusive - areas must be strictly greater).
+        max_area: Maximum area threshold (inclusive - areas can equal this value).
+
+    Returns:
+        List of indices for masks that meet the area constraints (min_area < area <= max_area).
+    """
     n = len(masks) if isinstance(masks, list) else masks.shape[0]
-    for i in range(n):
-        area = masks[i].astype(np.uint8).sum()
-        keep = area > min_area and area <= max_area
-        if keep:
-            keep_idx.append(i)
-    return keep_idx
+    # Use list comprehension for more efficient filtering
+    # Logic: area > min_area and area <= max_area (original behavior preserved)
+    return [
+        i for i in range(n) if min_area < masks[i].astype(np.uint8).sum() <= max_area
+    ]
 
 
 def mask_to_box(mask: np.ndarray) -> np.ndarray:
@@ -478,27 +479,13 @@ def mask_to_box(mask: np.ndarray) -> np.ndarray:
     return bbox
 
 
-def postprocess_small_regions(
-    masks: np.ndarray,
-    min_area: int,
-    max_area: int,
-) -> List[int]:
-    keep_idx = []
-    n = len(masks) if isinstance(masks, list) else masks.shape[0]
-    for i in range(n):
-        area = masks[i].astype(np.uint8).sum()
-        keep = area > min_area and area <= max_area
-        if keep:
-            keep_idx.append(i)
-    return keep_idx
-
-
 def remove_overlap_mask(
     masks: List[np.ndarray], keep_inner_threshold: float = 0.5, eps: float = 1e-5
 ) -> List[int]:
     keep_ids = []
 
-    areas = [mask.astype(np.uint8).sum() for mask in masks]
+    # Pre-compute areas once for efficiency
+    areas = np.array([mask.astype(np.uint8).sum() for mask in masks])
 
     for i, maskA in enumerate(masks):
         keep = True

From 976c8d5bcb764c63a6f47848bf263a473faac60f Mon Sep 17 00:00:00 2001
From: Copilot <198982749+Copilot@users.noreply.github.com>
Date: Thu, 4 Dec 2025 00:36:16 +0800
Subject: [PATCH 19/92] Refactor duplicated code in solver modules (#20)

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: yuecideng <dengyueci@qq.com>
---
 embodichain/lab/sim/solvers/base_solver.py    |  13 ++
 .../lab/sim/solvers/differential_solver.py    |   6 +-
 embodichain/lab/sim/solvers/opw_solver.py     |   6 +-
 embodichain/lab/sim/solvers/pink_solver.py    |  57 ++------
 .../lab/sim/solvers/pinocchio_solver.py       |  80 ++---------
 embodichain/lab/sim/solvers/pytorch_solver.py |  27 +---
 embodichain/lab/sim/solvers/srs_solver.py     |   6 +-
 embodichain/lab/sim/utility/solver_utils.py   | 132 +++++++++++++++++-
 8 files changed, 174 insertions(+), 153 deletions(-)

diff --git a/embodichain/lab/sim/solvers/base_solver.py b/embodichain/lab/sim/solvers/base_solver.py
index af7433cc..f04d40b4 100644
--- a/embodichain/lab/sim/solvers/base_solver.py
+++ b/embodichain/lab/sim/solvers/base_solver.py
@@ -76,6 +76,19 @@ class SolverCfg:
     def init_solver(self, device: torch.device, **kwargs) -> "BaseSolver":
         pass
 
+    def _get_tcp_as_numpy(self) -> np.ndarray:
+        """Convert TCP to numpy array.
+
+        This helper method handles the conversion of TCP from torch.Tensor to numpy
+        if needed. Used by subclass init_solver methods to set TCP on the solver.
+
+        Returns:
+            np.ndarray: The TCP as a numpy array.
+        """
+        if isinstance(self.tcp, torch.Tensor):
+            return self.tcp.cpu().numpy()
+        return self.tcp
+
     @classmethod
     def from_dict(cls, init_dict: Dict[str, Any]) -> "SolverCfg":
         """Initialize the configuration from a dictionary."""
diff --git a/embodichain/lab/sim/solvers/differential_solver.py b/embodichain/lab/sim/solvers/differential_solver.py
index 7cf52788..f3c4c4ea 100644
--- a/embodichain/lab/sim/solvers/differential_solver.py
+++ b/embodichain/lab/sim/solvers/differential_solver.py
@@ -89,11 +89,7 @@ def init_solver(
         )
 
         # Set the Tool Center Point (TCP) for the solver
-        if isinstance(self.tcp, torch.Tensor):
-            tcp = self.tcp.cpu().numpy()
-        else:
-            tcp = self.tcp
-        solver.set_tcp(tcp)
+        solver.set_tcp(self._get_tcp_as_numpy())
 
         return solver
 
diff --git a/embodichain/lab/sim/solvers/opw_solver.py b/embodichain/lab/sim/solvers/opw_solver.py
index 1dfd751e..0ddecff8 100644
--- a/embodichain/lab/sim/solvers/opw_solver.py
+++ b/embodichain/lab/sim/solvers/opw_solver.py
@@ -95,11 +95,7 @@ def init_solver(
         solver = OPWSolver(cfg=self, device=device, **kwargs)
 
         # Set the Tool Center Point (TCP) for the solver
-        if isinstance(self.tcp, torch.Tensor):
-            tcp = self.tcp.cpu().numpy()
-        else:
-            tcp = self.tcp
-        solver.set_tcp(tcp)
+        solver.set_tcp(self._get_tcp_as_numpy())
 
         return solver
 
diff --git a/embodichain/lab/sim/solvers/pink_solver.py b/embodichain/lab/sim/solvers/pink_solver.py
index b9d74a5f..b7ab7b08 100644
--- a/embodichain/lab/sim/solvers/pink_solver.py
+++ b/embodichain/lab/sim/solvers/pink_solver.py
@@ -24,6 +24,10 @@
     lazy_import_pinocchio,
     lazy_import_pink,
 )
+from embodichain.lab.sim.utility.solver_utils import (
+    build_reduced_pinocchio_robot,
+    compute_pinocchio_fk,
+)
 
 from embodichain.utils import configclass, logger
 from embodichain.lab.sim.solvers import SolverCfg, BaseSolver
@@ -111,12 +115,7 @@ def init_solver(self, **kwargs) -> "PinkSolver":
         solver = PinkSolver(cfg=self, **kwargs)
 
         # Set the Tool Center Point (TCP) for the solver
-        if isinstance(self.tcp, torch.Tensor):
-            tcp = self.tcp.cpu().numpy()
-        else:
-            tcp = self.tcp
-
-        solver.set_tcp(tcp)
+        solver.set_tcp(self._get_tcp_as_numpy())
 
         return solver
 
@@ -162,7 +161,7 @@ def __init__(self, cfg: PinkSolverCfg, **kwargs):
         )  # Degrees of freedom of robot joints
 
         # Get reduced robot model
-        self.robot = self._get_reduce_robot()
+        self.robot = build_reduced_pinocchio_robot(self.entire_robot, self.joint_names)
 
         # Initialize Pink configuration
         self.pink_cfg = self.pink.configuration.Configuration(
@@ -207,26 +206,6 @@ def __init__(self, cfg: PinkSolverCfg, **kwargs):
             self.dexsim_to_pink_ordering = None
             self.pink_to_dexsim_ordering = None
 
-    def _get_reduce_robot(self) -> "pin.RobotWrapper":
-        """Build a reduced robot model by locking all joints except those in self.joint_names.
-
-        Returns:
-            pin.RobotWrapper: The reduced robot model with specified joints unlocked.
-        """
-        pink_joint_names = self.entire_robot.model.names.tolist()
-
-        # Lock all joints except those in self.joint_names and 'universe'
-        fixed_joint_names = [
-            name
-            for name in pink_joint_names
-            if name not in self.joint_names and name != "universe"
-        ]
-
-        reduced_robot = self.entire_robot.buildReducedRobot(
-            list_of_joints_to_lock=fixed_joint_names
-        )
-        return reduced_robot
-
     def reorder_array(
         self, input_array: List[float], reordering_array: List[int]
     ) -> List[float]:
@@ -393,25 +372,7 @@ def _get_fk(
         Returns:
             torch.Tensor: The homogeneous transformation matrix (4x4) of the end-effector (after applying TCP).
         """
-        if isinstance(qpos, torch.Tensor):
-            qpos_np = qpos.detach().cpu().numpy()
-        else:
-            qpos_np = np.array(qpos)
-
-        qpos_np = np.squeeze(qpos_np)
-        if qpos_np.ndim != 1:
-            raise ValueError(f"qpos shape must be (nq,), but got {qpos_np.shape}")
-
-        self.pin.forwardKinematics(self.robot.model, self.robot.data, qpos_np)
-
-        # Retrieve the pose of the specified link
-        frame_index = self.robot.model.getFrameId(self.end_link_name)
-        joint_index = self.robot.model.frames[frame_index].parent
-        xpos_se3 = self.robot.data.oMi.tolist()[joint_index]
-
-        xpos = np.eye(4)
-        xpos[:3, :3] = xpos_se3.rotation
-        xpos[:3, 3] = xpos_se3.translation.T
-
-        result = np.dot(xpos, self.tcp_xpos)
+        result = compute_pinocchio_fk(
+            self.pin, self.robot, qpos, self.end_link_name, self.tcp_xpos
+        )
         return torch.from_numpy(result)
diff --git a/embodichain/lab/sim/solvers/pinocchio_solver.py b/embodichain/lab/sim/solvers/pinocchio_solver.py
index 5e5167f2..8c945635 100644
--- a/embodichain/lab/sim/solvers/pinocchio_solver.py
+++ b/embodichain/lab/sim/solvers/pinocchio_solver.py
@@ -29,6 +29,11 @@
     lazy_import_casadi,
     # lazy_import_pinocchio_casadi,
 )
+from embodichain.lab.sim.utility.solver_utils import (
+    build_reduced_pinocchio_robot,
+    validate_iteration_params,
+    compute_pinocchio_fk,
+)
 
 
 if TYPE_CHECKING:
@@ -72,12 +77,7 @@ def init_solver(self, **kwargs) -> "PinocchioSolver":
         solver = PinocchioSolver(cfg=self, **kwargs)
 
         # Set the Tool Center Point (TCP) for the solver
-        if isinstance(self.tcp, torch.Tensor):
-            tcp = self.tcp.cpu().numpy()
-        else:
-            tcp = self.tcp
-
-        solver.set_tcp(tcp)
+        solver.set_tcp(self._get_tcp_as_numpy())
 
         return solver
 
@@ -121,7 +121,7 @@ def __init__(self, cfg: PinocchioSolverCfg, **kwargs):
         )  # Degrees of freedom of robot joints
 
         # Build reduced robot model (only relevant joints unlocked)
-        self.robot = self._get_reduce_robot()
+        self.robot = build_reduced_pinocchio_robot(self.entire_robot, self.joint_names)
         self.joint_names = self.robot.model.names.tolist()[
             1:
         ]  # Exclude 'universe' joint
@@ -221,26 +221,6 @@ def __init__(self, cfg: PinocchioSolverCfg, **kwargs):
         self.root_base_xpos[:3, :3] = root_base_pose.rotation
         self.root_base_xpos[:3, 3] = root_base_pose.translation.T
 
-    def _get_reduce_robot(self) -> "pin.RobotWrapper":
-        """Build a reduced robot model by locking all joints except those in self.joint_names.
-
-        Returns:
-            pin.RobotWrapper: The reduced robot model with specified joints unlocked.
-        """
-        all_joint_names = self.entire_robot.model.names.tolist()
-
-        # Lock all joints except those in self.joint_names and 'universe'
-        fixed_joint_names = [
-            name
-            for name in all_joint_names
-            if name not in self.joint_names and name != "universe"
-        ]
-
-        reduced_robot = self.entire_robot.buildReducedRobot(
-            list_of_joints_to_lock=fixed_joint_names
-        )
-        return reduced_robot
-
     def set_tcp(self, tcp: np.ndarray):
         self.tcp = tcp
 
@@ -290,25 +270,10 @@ def set_iteration_params(
         Returns:
             bool: True if all parameters are valid and set, False otherwise.
         """
-        # TODO: Check which parameters are no longer needed.
         # Validate parameters
-        if pos_eps <= 0:
-            logger.log_warning("Pos epsilon must be positive.")
-            return False
-        if rot_eps <= 0:
-            logger.log_warning("Rot epsilon must be positive.")
-            return False
-        if max_iterations <= 0:
-            logger.log_warning("Max iterations must be positive.")
-            return False
-        if dt <= 0:
-            logger.log_warning("Time step must be positive.")
-            return False
-        if damp < 0:
-            logger.log_warning("Damping factor must be non-negative.")
-            return False
-        if num_samples <= 0:
-            logger.log_warning("Number of samples must be positive.")
+        if not validate_iteration_params(
+            pos_eps, rot_eps, max_iterations, dt, damp, num_samples
+        ):
             return False
 
         # Set parameters if all are valid
@@ -620,25 +585,6 @@ def _get_fk(
         Returns:
             np.ndarray: The resulting end-effector pose as a (4, 4) homogeneous transformation matrix.
         """
-        if isinstance(qpos, torch.Tensor):
-            qpos_np = qpos.detach().cpu().numpy()
-        else:
-            qpos_np = np.array(qpos)
-
-        qpos_np = np.squeeze(qpos_np)
-        if qpos_np.ndim != 1:
-            raise ValueError(f"qpos shape must be (nq,), but got {qpos_np.shape}")
-
-        self.pin.forwardKinematics(self.robot.model, self.robot.data, qpos_np)
-
-        # Retrieve the pose of the specified link
-        frame_index = self.robot.model.getFrameId(self.end_link_name)
-        joint_index = self.robot.model.frames[frame_index].parent
-        xpos_se3 = self.robot.data.oMi.tolist()[joint_index]
-
-        xpos = np.eye(4)
-        xpos[:3, :3] = xpos_se3.rotation
-        xpos[:3, 3] = xpos_se3.translation.T
-
-        result = np.dot(xpos, self.tcp_xpos)
-        return result
+        return compute_pinocchio_fk(
+            self.pin, self.robot, qpos, self.end_link_name, self.tcp_xpos
+        )
diff --git a/embodichain/lab/sim/solvers/pytorch_solver.py b/embodichain/lab/sim/solvers/pytorch_solver.py
index 238e8912..d8da6952 100644
--- a/embodichain/lab/sim/solvers/pytorch_solver.py
+++ b/embodichain/lab/sim/solvers/pytorch_solver.py
@@ -23,6 +23,7 @@
 from embodichain.utils import configclass, logger
 from embodichain.lab.sim.solvers import SolverCfg, BaseSolver
 from embodichain.lab.sim.solvers.qpos_seed_sampler import QposSeedSampler
+from embodichain.lab.sim.utility.solver_utils import validate_iteration_params
 
 if TYPE_CHECKING:
     from typing import Self
@@ -90,11 +91,7 @@ def init_solver(
         solver = PytorchSolver(cfg=self, device=device, **kwargs)
 
         # Set the Tool Center Point (TCP) for the solver
-        if isinstance(self.tcp, torch.Tensor):
-            tcp = self.tcp.cpu().numpy()
-        else:
-            tcp = self.tcp
-        solver.set_tcp(tcp)
+        solver.set_tcp(self._get_tcp_as_numpy())
 
         return solver
 
@@ -227,23 +224,9 @@ def set_iteration_params(
             bool: True if all parameters are valid and set, False otherwise.
         """
         # Validate parameters
-        if pos_eps <= 0:
-            logger.log_warning("Pos epsilon must be positive.")
-            return False
-        if rot_eps <= 0:
-            logger.log_warning("Rot epsilon must be positive.")
-            return False
-        if max_iterations <= 0:
-            logger.log_warning("Max iterations must be positive.")
-            return False
-        if dt <= 0:
-            logger.log_warning("Time step must be positive.")
-            return False
-        if damp < 0:
-            logger.log_warning("Damping factor must be non-negative.")
-            return False
-        if num_samples <= 0:
-            logger.log_warning("Number of samples must be positive.")
+        if not validate_iteration_params(
+            pos_eps, rot_eps, max_iterations, dt, damp, num_samples
+        ):
             return False
 
         # Set parameters if all are valid
diff --git a/embodichain/lab/sim/solvers/srs_solver.py b/embodichain/lab/sim/solvers/srs_solver.py
index 56c979ae..aadab28b 100644
--- a/embodichain/lab/sim/solvers/srs_solver.py
+++ b/embodichain/lab/sim/solvers/srs_solver.py
@@ -93,11 +93,7 @@ def init_solver(
         solver = SRSSolver(cfg=self, num_envs=num_envs, device=device, **kwargs)
 
         # Set the Tool Center Point (TCP) for the solver
-        if isinstance(self.tcp, torch.Tensor):
-            tcp = self.tcp.cpu().numpy()
-        else:
-            tcp = self.tcp
-        solver.set_tcp(tcp)
+        solver.set_tcp(self._get_tcp_as_numpy())
 
         return solver
 
diff --git a/embodichain/lab/sim/utility/solver_utils.py b/embodichain/lab/sim/utility/solver_utils.py
index 976462f2..d510cc2d 100644
--- a/embodichain/lab/sim/utility/solver_utils.py
+++ b/embodichain/lab/sim/utility/solver_utils.py
@@ -15,9 +15,10 @@
 # ----------------------------------------------------------------------------
 
 import torch
+import numpy as np
 from embodichain.lab.sim.utility.io_utils import suppress_stdout_stderr
 
-from typing import Optional, Union, Tuple, Any, TYPE_CHECKING
+from typing import Optional, Union, Tuple, Any, List, TYPE_CHECKING
 from copy import deepcopy
 
 from embodichain.utils import configclass, logger
@@ -109,3 +110,132 @@ def create_pk_serial_chain(
         return pk.SerialChain(
             chain=chain, end_frame_name=end_link_name, root_frame_name=root_link_name
         )
+
+
+def build_reduced_pinocchio_robot(
+    entire_robot: "pin.RobotWrapper",
+    joint_names: List[str],
+) -> "pin.RobotWrapper":
+    """Build a reduced robot model by locking all joints except those specified.
+
+    This utility function creates a reduced Pinocchio robot model by locking all joints
+    except those in the provided joint_names list and the 'universe' joint.
+
+    Args:
+        entire_robot: The full Pinocchio RobotWrapper model.
+        joint_names: List of joint names to keep unlocked in the reduced model.
+
+    Returns:
+        pin.RobotWrapper: The reduced robot model with specified joints unlocked.
+    """
+    all_joint_names = entire_robot.model.names.tolist()
+
+    # Lock all joints except those in joint_names and 'universe'
+    fixed_joint_names = [
+        name
+        for name in all_joint_names
+        if name not in joint_names and name != "universe"
+    ]
+
+    reduced_robot = entire_robot.buildReducedRobot(
+        list_of_joints_to_lock=fixed_joint_names
+    )
+    return reduced_robot
+
+
+def validate_iteration_params(
+    pos_eps: float,
+    rot_eps: float,
+    max_iterations: int,
+    dt: float,
+    damp: float,
+    num_samples: int,
+) -> bool:
+    """Validate iteration parameters for IK solvers.
+
+    This helper validates common iteration parameters used by IK solvers. Returns
+    True if all parameters are valid, False otherwise, and logs warnings for invalid
+    parameters.
+
+    Args:
+        pos_eps: Position convergence threshold, must be positive.
+        rot_eps: Rotation convergence threshold, must be positive.
+        max_iterations: Maximum number of iterations, must be positive.
+        dt: Time step size, must be positive.
+        damp: Damping factor, must be non-negative.
+        num_samples: Number of samples, must be positive.
+
+    Returns:
+        bool: True if all parameters are valid, False otherwise.
+    """
+    if pos_eps <= 0:
+        logger.log_warning("Pos epsilon must be positive.")
+        return False
+    if rot_eps <= 0:
+        logger.log_warning("Rot epsilon must be positive.")
+        return False
+    if max_iterations <= 0:
+        logger.log_warning("Max iterations must be positive.")
+        return False
+    if dt <= 0:
+        logger.log_warning("Time step must be positive.")
+        return False
+    if damp < 0:
+        logger.log_warning("Damping factor must be non-negative.")
+        return False
+    if num_samples <= 0:
+        logger.log_warning("Number of samples must be positive.")
+        return False
+    return True
+
+
+def compute_pinocchio_fk(
+    pin_module: Any,
+    robot: "pin.RobotWrapper",
+    qpos: Union[torch.Tensor, "np.ndarray"],
+    end_link_name: str,
+    tcp_xpos: "np.ndarray",
+) -> "np.ndarray":
+    """Compute forward kinematics using Pinocchio for the specified end-effector.
+
+    This utility function computes FK using the Pinocchio library and applies
+    the TCP transformation.
+
+    Args:
+        pin_module: The imported pinocchio module.
+        robot: The Pinocchio RobotWrapper model.
+        qpos: Joint positions, shape should be (nq,).
+        end_link_name: The name of the end-effector link.
+        tcp_xpos: The TCP transformation matrix (4x4).
+
+    Returns:
+        np.ndarray: The resulting end-effector pose as a (4, 4) homogeneous
+            transformation matrix.
+
+    Raises:
+        ValueError: If qpos shape is not (nq,) or if the end_link_name is not found.
+    """
+    if isinstance(qpos, torch.Tensor):
+        qpos_np = qpos.detach().cpu().numpy()
+    else:
+        qpos_np = np.array(qpos)
+
+    qpos_np = np.squeeze(qpos_np)
+    if qpos_np.ndim != 1:
+        raise ValueError(f"qpos shape must be (nq,), but got {qpos_np.shape}")
+
+    pin_module.forwardKinematics(robot.model, robot.data, qpos_np)
+
+    # Retrieve the pose of the specified link
+    frame_index = robot.model.getFrameId(end_link_name)
+    if frame_index >= robot.model.nframes:
+        raise ValueError(f"End link name '{end_link_name}' not found in robot model.")
+    joint_index = robot.model.frames[frame_index].parent
+    xpos_se3 = robot.data.oMi.tolist()[joint_index]
+
+    xpos = np.eye(4)
+    xpos[:3, :3] = xpos_se3.rotation
+    xpos[:3, 3] = xpos_se3.translation.T
+
+    result = np.dot(xpos, tcp_xpos)
+    return result

From 5fe1aa794f38e2f2308463923d8662979738a2e7 Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Thu, 4 Dec 2025 09:56:51 +0000
Subject: [PATCH 20/92] Enable unit test in workflow (#29)

---
 .github/workflows/main.yml              |  6 +--
 .readthedocs.yaml                       | 25 -------------
 docs/source/quick_start/install.md      |  1 -
 embodichain/data/assets/demo_assets.py  |  8 +++-
 embodichain/data/assets/eef_assets.py   | 21 +++++++----
 embodichain/data/assets/materials.py    |  9 ++++-
 embodichain/data/assets/obj_assets.py   | 49 +++++++++++--------------
 embodichain/data/assets/robot_assets.py | 31 +++++++++-------
 embodichain/data/assets/scene_assets.py |  7 +++-
 embodichain/data/assets/w1_assets.py    | 29 ++++++++-------
 pyproject.toml                          |  2 +-
 tests/sim/objects/test_articulation.py  |  2 +-
 tests/sim/sensors/test_camera.py        |  4 +-
 13 files changed, 93 insertions(+), 101 deletions(-)
 delete mode 100644 .readthedocs.yaml

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index f4962e5a..40431a98 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -72,10 +72,10 @@ jobs:
       - uses: actions/checkout@v4
       - name: (CI) Run tests
         run: |
-          # pip install -e .
+          pip install -e .
           echo "Unit test Start"
-          # export HF_ENDPOINT=https://hf-mirror.com
-          # pytest tests
+          export HF_ENDPOINT=https://hf-mirror.com
+          pytest tests
 
   publish:
     if: github.event_name == 'push' && github.ref == 'refs/heads/main'
diff --git a/.readthedocs.yaml b/.readthedocs.yaml
deleted file mode 100644
index 0aa6b2f0..00000000
--- a/.readthedocs.yaml
+++ /dev/null
@@ -1,25 +0,0 @@
-# Read the Docs configuration file
-# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
-
-# Required
-version: 2
-
-# Set the OS, Python version, and other tools you might need
-build:
-  os: ubuntu-22.04
-  tools:
-    python: "3.10"
-
-# Build documentation in the "docs/" directory with Sphinx
-sphinx:
-   configuration: docs/source/conf.py
-
-# Optionally, but recommended,
-# declare the Python requirements required to build your documentation
-# See https://docs.readthedocs.io/en/stable/guides/reproducible-builds.html
-python:
-  install:
-    - requirements: docs/requirements.txt
-    - method: pip
-      path: .
-      
\ No newline at end of file
diff --git a/docs/source/quick_start/install.md b/docs/source/quick_start/install.md
index 892e99cd..58f0bb6c 100644
--- a/docs/source/quick_start/install.md
+++ b/docs/source/quick_start/install.md
@@ -14,7 +14,6 @@ The following minimum system requirements are recommended to run EmbodiChain rel
 
 - Python:
     - Supported Python versions:
-        - Python 3.9
         - Python 3.10
     - Use a virtual environment (venv, virtualenv, or conda) to isolate dependencies
 
diff --git a/embodichain/data/assets/demo_assets.py b/embodichain/data/assets/demo_assets.py
index 656c6bfa..71b390cb 100644
--- a/embodichain/data/assets/demo_assets.py
+++ b/embodichain/data/assets/demo_assets.py
@@ -23,11 +23,15 @@
     EMBODICHAIN_DEFAULT_DATA_ROOT,
 )
 
+demo_assets = "demo"
+
 
 class ScoopIceNewEnv(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "demo/ScoopIceNewEnv.zip"),
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX, demo_assets, "ScoopIceNewEnv.zip"
+            ),
             "e92734a9de0f64be33a11fbda0fbd3b6",
         )
         prefix = "ScoopIceNewEnv"
@@ -39,7 +43,7 @@ def __init__(self, data_root: str = None):
 class MultiW1Data(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "demo/multi_w1_demo.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, demo_assets, "multi_w1_demo.zip"),
             "984e8fa3aa05cb36a1fd973a475183ed",
         )
         prefix = "MultiW1Data"
diff --git a/embodichain/data/assets/eef_assets.py b/embodichain/data/assets/eef_assets.py
index 7f52b9ee..5da40a40 100644
--- a/embodichain/data/assets/eef_assets.py
+++ b/embodichain/data/assets/eef_assets.py
@@ -24,6 +24,9 @@
 )
 
 
+eef_assets = "eef_assets"
+
+
 class DH_PGC_140_50(EmbodiChainDataset):
     """Dataset class for the DH Robotics PGC-140-50 end-effector gripper.
 
@@ -44,7 +47,7 @@ class DH_PGC_140_50(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "eef_assets/DH_PGC_140_50.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, eef_assets, "DH_PGC_140_50.zip"),
             "c2a642308a76e99b1b8b7cb3a11c5df3",
         )
         prefix = "DH_PGC_140_50"
@@ -73,7 +76,7 @@ class DH_PGI_140_80(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "eef_assets/DH_PGI_140_80.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, eef_assets, "DH_PGI_140_80.zip"),
             "05a1a08b13c6250cc12affeeda3a08ba",
         )
         prefix = "DH_PGI_140_80"
@@ -103,7 +106,9 @@ class DH_PGC_140_50_M(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "eef_assets/DH_PGC_140_50_M.zip"),
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX, eef_assets, "DH_PGC_140_50_M.zip"
+            ),
             "3a9ab5f32639e03afb38dc033b44bb62",
         )
         prefix = "DH_PGC_140_50_M"
@@ -132,7 +137,7 @@ class ZH_CTM2F110(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "eef_assets/ZH_CTM2F110.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, eef_assets, "ZH_CTM2F110.zip"),
             "0e7c3310425609797fe010b2a76fe465",
         )
         prefix = "ZH_CTM2F110"
@@ -164,7 +169,7 @@ class BrainCoHandRevo1(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
             os.path.join(
-                EMBODICHAIN_DOWNLOAD_PREFIX, "eef_assets/BrainCoHandRevo01.zip"
+                EMBODICHAIN_DOWNLOAD_PREFIX, eef_assets, "BrainCoHandRevo01.zip"
             ),
             "ff9ac77e7e1493fd32d40c87fecbee6c",
         )
@@ -200,7 +205,7 @@ class InspireHand(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "eef_assets/InspireHand.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, eef_assets, "InspireHand.zip"),
             "c60132a6f03866fb021cca5b6d72845e",
         )
         prefix = "InspireHand"
@@ -229,7 +234,7 @@ class Robotiq2F85(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "eef_assets/Robotiq2F85.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, eef_assets, "Robotiq2F85.zip"),
             "53ecbf2c953f43f1134aa7223e592292",
         )
         prefix = "Robotiq2F85"
@@ -258,7 +263,7 @@ class WheelTecFA2F(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "eef_assets/WheelTecFA2F.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, eef_assets, "WheelTecFA2F.zip"),
             "feaf13f25b1c6ce58d011b1f2fa72f58",
         )
         prefix = "WheelTecFA2F"
diff --git a/embodichain/data/assets/materials.py b/embodichain/data/assets/materials.py
index c40369dd..cd6a7f5a 100644
--- a/embodichain/data/assets/materials.py
+++ b/embodichain/data/assets/materials.py
@@ -28,11 +28,14 @@
 )
 
 
+material_assets = "materials"
+
+
 class SimResources(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
             os.path.join(
-                EMBODICHAIN_DOWNLOAD_PREFIX, "materials/embodisim_resources.zip"
+                EMBODICHAIN_DOWNLOAD_PREFIX, material_assets, "embodisim_resources.zip"
             ),
             "53c054b3ae0857416dc52632eb562c12",
         )
@@ -101,7 +104,9 @@ def get_material_list(self) -> List[str]:
 class CocoBackground(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "materials/CocoBackground.zip"),
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX, material_assets, "CocoBackground.zip"
+            ),
             "fda82404a317281263bd5849e9eb31a1",
         )
         prefix = "CocoBackground"
diff --git a/embodichain/data/assets/obj_assets.py b/embodichain/data/assets/obj_assets.py
index 5d7a63f8..30bbb662 100644
--- a/embodichain/data/assets/obj_assets.py
+++ b/embodichain/data/assets/obj_assets.py
@@ -24,11 +24,14 @@
 )
 
 
+obj_assets = "obj_assets"
+
+
 class ShopTableSimple(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
             os.path.join(
-                EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/shop_table_simple.zip"
+                EMBODICHAIN_DOWNLOAD_PREFIX, obj_assets, "shop_table_simple.zip"
             ),
             "e3061ee024de7840f773b70140dcd43f",
         )
@@ -42,7 +45,7 @@ class CircleTableSimple(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
             os.path.join(
-                EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/circle_table_simple.zip"
+                EMBODICHAIN_DOWNLOAD_PREFIX, obj_assets, "circle_table_simple.zip"
             ),
             "42ad2be8cd0caddcf9bfbf106b7783f3",
         )
@@ -55,7 +58,7 @@ def __init__(self, data_root: str = None):
 class PlasticBin(o3d.data.DownloadDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/plastic_bin.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, obj_assets, "plastic_bin.zip"),
             "21e00083689a4a3c4e4ae3fd89c61e55",
         )
         prefix = "PlasticBin"
@@ -67,8 +70,8 @@ def __init__(self, data_root: str = None):
 class Chair(o3d.data.DownloadDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/chair.zip"),
-            "df3d7d1a05731d45fb2c678a40a39cd4",
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, obj_assets, "chair.zip"),
+            "2a971a92e0956e72f262308a1054dc73",
         )
         prefix = "Chair"
         path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
@@ -79,7 +82,9 @@ def __init__(self, data_root: str = None):
 class ContainerMetal(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/container_metal.zip"),
+            os.path.join(
+                EMBODICHAIN_DOWNLOAD_PREFIX, obj_assets, "container_metal.zip"
+            ),
             "ceafb87f8177609f87aaa6779fcbb9a3",
         )
         prefix = "ContainerMetal"
@@ -92,7 +97,7 @@ class SimpleBoxDrawer(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
             os.path.join(
-                EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/simple_box_drawer.zip"
+                EMBODICHAIN_DOWNLOAD_PREFIX, obj_assets, "simple_box_drawer.zip"
             ),
             "966b648bca16823ee91525847c183973",
         )
@@ -105,7 +110,7 @@ def __init__(self, data_root: str = None):
 class AdrianoTable(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/adriano_table.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, obj_assets, "adriano_table.zip"),
             "8453583a9a1a9d04d50268f8a3da554f",
         )
         prefix = "AdrianoTable"
@@ -117,7 +122,7 @@ def __init__(self, data_root: str = None):
 class CoffeeCup(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/CoffeeCup.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, obj_assets, "CoffeeCup.zip"),
             "f05fce385826414c15e19df3b75dc886",
         )
         prefix = "CoffeeCup"
@@ -130,7 +135,7 @@ class SlidingBoxDrawer(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
             os.path.join(
-                EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/SlidingBoxDrawer.zip"
+                EMBODICHAIN_DOWNLOAD_PREFIX, obj_assets, "SlidingBoxDrawer.zip"
             ),
             "b03d9006503d27b75ddeb06d31b2c7a5",
         )
@@ -140,22 +145,10 @@ def __init__(self, data_root: str = None):
         super().__init__(prefix, data_descriptor, path)
 
 
-class AiLiMu_BoxDrawer(EmbodiChainDataset):
-    def __init__(self, data_root: str = None):
-        data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "AiLiMu_BoxDrawer_v3.zip"),
-            "9a2889151a23d482f95f602cce9900c6",
-        )
-        prefix = "AiLiMu_BoxDrawer"
-        path = EMBODICHAIN_DEFAULT_DATA_ROOT if data_root is None else data_root
-
-        super().__init__(prefix, data_descriptor, path)
-
-
 class AluminumTable(o3d.data.DownloadDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "AluminumTable.glb"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, obj_assets, "AluminumTable.glb"),
             "02991d36ca9b70f019ed330a61143aa9",
         )
         prefix = "AluminumTable"
@@ -167,7 +160,7 @@ def __init__(self, data_root: str = None):
 class ToyDuck(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "ToyDuck.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, obj_assets, "ToyDuck.zip"),
             "2f5c00ba487edf34ad668f7257c0264e",
         )
         prefix = "ToyDuck"
@@ -179,7 +172,7 @@ def __init__(self, data_root: str = None):
 class PaperCup(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "PaperCup.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, obj_assets, "PaperCup.zip"),
             "359d13af8c5f31ad3226d8994a1a7198",
         )
         prefix = "PaperCup"
@@ -191,7 +184,7 @@ def __init__(self, data_root: str = None):
 class ChainRainSec(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/lianguijie.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, obj_assets, "lianguijie.zip"),
             "2387589040a4d3f2676b622362452242",
         )
         prefix = "ChainRainSec"
@@ -203,7 +196,7 @@ def __init__(self, data_root: str = None):
 class TableWare(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/tableware.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, obj_assets, "tableware.zip"),
             "403e340fc0e4996c002ee774f89cd236",
         )
         prefix = "TableWare"
@@ -215,7 +208,7 @@ def __init__(self, data_root: str = None):
 class ScannedBottle(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "obj_assets/ScannedBottle.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, obj_assets, "ScannedBottle.zip"),
             "d2b2d4deb7b463a734af099f7624b4af",
         )
         prefix = "ScannedBottle"
diff --git a/embodichain/data/assets/robot_assets.py b/embodichain/data/assets/robot_assets.py
index 6c2d47e5..5251621e 100644
--- a/embodichain/data/assets/robot_assets.py
+++ b/embodichain/data/assets/robot_assets.py
@@ -24,6 +24,9 @@
 )
 
 
+robot_assets = "robot_assets"
+
+
 class CobotMagicArm(EmbodiChainDataset):
     """Dataset class for the Cobot Magic Arm robot.
 
@@ -51,7 +54,7 @@ class CobotMagicArm(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
             os.path.join(
-                EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/CobotMagicArmV2.zip"
+                EMBODICHAIN_DOWNLOAD_PREFIX, robot_assets, "CobotMagicArmV2.zip"
             ),
             "14af3e84b74193680899a59fc74e8337",
         )
@@ -81,7 +84,7 @@ class RidgeBack(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/RidgeBack.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, robot_assets, "RidgeBack.zip"),
             "f03e1a6f4c781ad8957a88bdb010e9b6",
         )
         prefix = "RidgeBack"
@@ -112,7 +115,7 @@ class UnitreeH1(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/UnitreeH1.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, robot_assets, "UnitreeH1.zip"),
             "339417cef5051a912693f3c64d29dddc",
         )
         prefix = "UnitreeH1"
@@ -143,7 +146,7 @@ class ABB(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/ABB.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, robot_assets, "ABB.zip"),
             "ea6df4983982606c43387783e5fb8c05",
         )
         prefix = "ABB"
@@ -174,7 +177,7 @@ class Motoman(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/Motoman.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, robot_assets, "Motoman.zip"),
             "ee5f16cfce34d8e2cb996fcff8a25986",
         )
         prefix = "Motoman"
@@ -205,7 +208,7 @@ class KUKA(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/KUKA.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, robot_assets, "KUKA.zip"),
             "da7a2dfd0db3f486e407f038d25c7537",
         )
         prefix = "KUKA"
@@ -236,7 +239,7 @@ class Fanuc(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/Fanuc.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, robot_assets, "Fanuc.zip"),
             "0a1c562f4719f7cdc1b24545fec4a301",
         )
         prefix = "Fanuc"
@@ -276,7 +279,7 @@ class UniversalRobots(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
             os.path.join(
-                EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/UniversalRobots.zip"
+                EMBODICHAIN_DOWNLOAD_PREFIX, robot_assets, "UniversalRobots.zip"
             ),
             "dbd12f7e36cef4e5025b82f748233b80",
         )
@@ -308,7 +311,7 @@ class Rokae(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/Rokae.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, robot_assets, "Rokae.zip"),
             "fbfb852d6139e94b7c422771542f988f",
         )
         prefix = "Rokae"
@@ -341,7 +344,7 @@ class Franka(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/Franka.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, robot_assets, "Franka.zip"),
             "c2de367fe1da02eeb45a8129f903d0b6",
         )
         prefix = "Franka"
@@ -370,7 +373,7 @@ class Agile(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/Agile.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, robot_assets, "Agile.zip"),
             "fd47d7ab8a4d13960fd76e59544ba836",
         )
         prefix = "Agile"
@@ -401,7 +404,7 @@ class Hans(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/Hans.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, robot_assets, "Hans.zip"),
             "c867c406e3dffd6982fd0a15e7dc7e29",
         )
         prefix = "Hans"
@@ -430,7 +433,7 @@ class Aubo(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/Aubo.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, robot_assets, "Aubo.zip"),
             "2574649cd199c11267cc0f4aeac65557",
         )
         prefix = "Aubo"
@@ -459,7 +462,7 @@ class RainbowY1(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "robot_assets/RainbowY1.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, robot_assets, "RainbowY1.zip"),
             "5979a3aaadb5de6488b13765d523564f",
         )
         prefix = "RainbowY1"
diff --git a/embodichain/data/assets/scene_assets.py b/embodichain/data/assets/scene_assets.py
index f1089bf7..a715a7b6 100644
--- a/embodichain/data/assets/scene_assets.py
+++ b/embodichain/data/assets/scene_assets.py
@@ -24,6 +24,9 @@
 )
 
 
+scene_assets = "scene_assets"
+
+
 class SceneData(EmbodiChainDataset):
     """Dataset class for the Scene.
 
@@ -44,7 +47,7 @@ class SceneData(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
 
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "scene_assets/SceneData.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, scene_assets, "SceneData.zip"),
             "fb46e4694cc88886fc785704e891a68a",
         )
         prefix = "SceneData"
@@ -55,7 +58,7 @@ def __init__(self, data_root: str = None):
 class EmptyRoom(o3d.data.DownloadDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "scene_assets/empty_room.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, scene_assets, "empty_room.zip"),
             "612ffead4fac95114bec2e3812469f96",
         )
         prefix = "EmptyRoom"
diff --git a/embodichain/data/assets/w1_assets.py b/embodichain/data/assets/w1_assets.py
index c3aeab79..a3e7875f 100644
--- a/embodichain/data/assets/w1_assets.py
+++ b/embodichain/data/assets/w1_assets.py
@@ -48,6 +48,9 @@
 # ======================================================================
 
 
+w1_assets = "dexforce_w1"
+
+
 class DexforceW1V021(EmbodiChainDataset):
     """Dataset class for the Dexforce W1 V021.
 
@@ -62,7 +65,7 @@ class DexforceW1V021(EmbodiChainDataset):
 
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/DexforceW1V021.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, w1_assets, "DexforceW1V021.zip"),
             "3cc3a0bfd1c50ebed5bee9dadeee6756",
         )
         prefix = "DexforceW1V021"
@@ -86,7 +89,8 @@ def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
             os.path.join(
                 EMBODICHAIN_DOWNLOAD_PREFIX,
-                "dexforce_w1/DexforceW1V021_INDUSTRIAL_DH_PGC_GRIPPER_M.zip",
+                w1_assets,
+                "DexforceW1V021_INDUSTRIAL_DH_PGC_GRIPPER_M.zip",
             ),
             "06ec5dfa76dc69160d7ff9bc537a6a7b",
         )
@@ -111,7 +115,8 @@ def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
             os.path.join(
                 EMBODICHAIN_DOWNLOAD_PREFIX,
-                "dexforce_w1/DexforceW1V021_ANTHROPOMORPHIC_BRAINCO_HAND_REVO1.zip",
+                w1_assets,
+                "DexforceW1V021_ANTHROPOMORPHIC_BRAINCO_HAND_REVO1.zip",
             ),
             "ef19d247799e79233863b558c47b32cd",
         )
@@ -124,9 +129,7 @@ def __init__(self, data_root: str = None):
 class DexforceW1ChassisV021(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(
-                EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/W1_Chassis_v021.zip"
-            ),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, w1_assets, "W1_Chassis_v021.zip"),
             "6b0517a4d92a572988641d46269d063f",
         )
         prefix = "DexforceW1ChassisV021"
@@ -138,7 +141,7 @@ def __init__(self, data_root: str = None):
 class DexforceW1TorsoV021(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/W1_Torso_v021.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, w1_assets, "W1_Torso_v021.zip"),
             "4f762a3ae6ef2acbe484c915cf80da7b",
         )
         prefix = "DexforceW1TorsoV021"
@@ -150,7 +153,7 @@ def __init__(self, data_root: str = None):
 class DexforceW1EyesV021(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/W1_Eyes_v021.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, w1_assets, "W1_Eyes_v021.zip"),
             "80e0b86ef2e934f439c99b79074f6f3c",
         )
         prefix = "DexforceW1EyesV021"
@@ -162,7 +165,7 @@ def __init__(self, data_root: str = None):
 class DexforceW1HeadV021(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
-            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/W1_Head_v021.zip"),
+            os.path.join(EMBODICHAIN_DOWNLOAD_PREFIX, w1_assets, "W1_Head_v021.zip"),
             "ba72805828c5fd62ad55d6a1458893d0",
         )
         prefix = "DexforceW1HeadV021"
@@ -175,7 +178,7 @@ class DexforceW1LeftArm1V021(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
             os.path.join(
-                EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/W1_LeftArm_1_v021.zip"
+                EMBODICHAIN_DOWNLOAD_PREFIX, w1_assets, "W1_LeftArm_1_v021.zip"
             ),
             "c3cacda7bd36389ed98620047bff6216",
         )
@@ -189,7 +192,7 @@ class DexforceW1RightArm1V021(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
             os.path.join(
-                EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/W1_RightArm_1_v021.zip"
+                EMBODICHAIN_DOWNLOAD_PREFIX, w1_assets, "W1_RightArm_1_v021.zip"
             ),
             "456c9495748171003246a3f6626bb0db",
         )
@@ -203,7 +206,7 @@ class DexforceW1LeftArm2V021(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
             os.path.join(
-                EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/W1_LeftArm_2_v021.zip"
+                EMBODICHAIN_DOWNLOAD_PREFIX, w1_assets, "W1_LeftArm_2_v021.zip"
             ),
             "b99bd0587cc9a36fed3cdaa4f9fd62e7",
         )
@@ -217,7 +220,7 @@ class DexforceW1RightArm2V021(EmbodiChainDataset):
     def __init__(self, data_root: str = None):
         data_descriptor = o3d.data.DataDescriptor(
             os.path.join(
-                EMBODICHAIN_DOWNLOAD_PREFIX, "dexforce_w1/W1_RightArm_2_v021.zip"
+                EMBODICHAIN_DOWNLOAD_PREFIX, w1_assets, "W1_RightArm_2_v021.zip"
             ),
             "d9f25b2d5244ca5a859040327273a99e",
         )
diff --git a/pyproject.toml b/pyproject.toml
index 77f568cf..9653c7b4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,7 +21,7 @@ version = "0.0.1"
 description = "An end-to-end, GPU-accelerated, and modular platform for building generalized Embodied Intelligence."
 readme = "README.md"
 authors = [ { name = "EmbodiChain Developers" } ]
-requires-python = ">=3.9"
+requires-python = ">=3.10"
 
 
 # Core install dependencies (kept from requirements.txt). Some VCS links are
diff --git a/tests/sim/objects/test_articulation.py b/tests/sim/objects/test_articulation.py
index f159f2c3..b3ecae8b 100644
--- a/tests/sim/objects/test_articulation.py
+++ b/tests/sim/objects/test_articulation.py
@@ -29,7 +29,7 @@
 from embodichain.data import get_data_path
 from dexsim.types import ActorType
 
-ART_PATH = "AiLiMu_BoxDrawer/AiLiMu_BoxDrawer.urdf"
+ART_PATH = "SlidingBoxDrawer/SlidingBoxDrawer.urdf"
 NUM_ARENAS = 10
 
 
diff --git a/tests/sim/sensors/test_camera.py b/tests/sim/sensors/test_camera.py
index 8e578177..b8999949 100644
--- a/tests/sim/sensors/test_camera.py
+++ b/tests/sim/sensors/test_camera.py
@@ -26,7 +26,7 @@
 
 
 NUM_ENVS = 4
-ART_PATH = "AiLiMu_BoxDrawer/AiLiMu_BoxDrawer.urdf"
+ART_PATH = "SlidingBoxDrawer/SlidingBoxDrawer.urdf"
 
 
 class CameraTest:
@@ -113,6 +113,7 @@ def test_attach_to_parent(self):
         self.art: Articulation = self.sim.add_articulation(
             cfg=ArticulationCfg.from_dict(cfg_dict)
         )
+        # from IPython import embed; embed()
         self.camera: Camera = self.sim.add_sensor(
             sensor_cfg=CameraCfg(
                 uid="test", extrinsics=CameraCfg.ExtrinsicsCfg(parent="handle_xpos")
@@ -151,3 +152,4 @@ def setup_method(self):
 if __name__ == "__main__":
     test = CameraTest()
     test.setup_simulation("cpu", enable_rt=False)
+    test.test_attach_to_parent()

From d45503f76c3fa416138f96a47eda3682b9a6b794 Mon Sep 17 00:00:00 2001
From: Haonan Yuan <haonan.yuan86@gmail.com>
Date: Fri, 5 Dec 2025 19:47:02 +0800
Subject: [PATCH 21/92] add solver and motion generator docs (#31)

Co-authored-by: yuanhaonan <yuanhaonan@dexforce.top>
---
 docs/source/tutorial/motion_gen.rst       |  16 ++-
 docs/source/tutorial/solver.rst           |  54 +++++-----
 examples/sim/planners/motion_generator.py |  16 +++
 scripts/tutorials/sim/motion_generator.py | 121 ++++++++++++++++++++++
 scripts/tutorials/sim/srs_solver.py       |  85 +++++++++++++++
 5 files changed, 264 insertions(+), 28 deletions(-)
 create mode 100644 scripts/tutorials/sim/motion_generator.py
 create mode 100644 scripts/tutorials/sim/srs_solver.py

diff --git a/docs/source/tutorial/motion_gen.rst b/docs/source/tutorial/motion_gen.rst
index 712a314a..b8d7ee5c 100644
--- a/docs/source/tutorial/motion_gen.rst
+++ b/docs/source/tutorial/motion_gen.rst
@@ -6,9 +6,6 @@ Motion Generator
 
 .. currentmodule:: embodichain.lab.sim.planners.motion_generator
 
-Overview
-~~~~~~~~
-
 The ``MotionGenerator`` class in EmbodiChain provides a unified and extensible interface for robot trajectory planning. It supports time-optimal trajectory generation (currently via TOPPRA), joint/Cartesian interpolation, and is designed for easy integration with RL, imitation learning, and classical control scenarios.
 
 Key Features
@@ -20,6 +17,19 @@ Key Features
 - **Extensible**: Easy to add new planners (RRT, PRM, etc.)
 - **Integration Ready**: Can be used in RL, imitation learning, or classical pipelines
 
+
+The Code
+~~~~~~~~
+
+The tutorial corresponds to the ``motion_generator.py`` script in the ``scripts/tutorials/sim`` directory.
+
+.. dropdown:: Code for motion_generator.py
+    :icon: code
+
+    .. literalinclude:: ../../../scripts/tutorials/sim/motion_generator.py
+        :language: python
+        :linenos:
+
 Typical Usage
 ~~~~~~~~~~~~~
 
diff --git a/docs/source/tutorial/solver.rst b/docs/source/tutorial/solver.rst
index dd190f01..b3c95807 100644
--- a/docs/source/tutorial/solver.rst
+++ b/docs/source/tutorial/solver.rst
@@ -19,17 +19,26 @@ Key Features
 - **Batch and Single Query**: Supports both batch and single FK/IK/Jacobian queries.
 - **Extensible**: New solvers can be added by subclassing `BaseSolver` and implementing required methods.
 
-Example: Using PinkSolver
-~~~~~~~~~~~~~~~~~~~~~~~~~
+The Code
+~~~~~~~~
 
+The tutorial corresponds to the ``srs_solver.py`` script in the ``scripts/tutorials/sim`` directory.
 
-.. code-block:: python
+.. dropdown:: Code for srs_solver.py
+    :icon: code
+
+    .. literalinclude:: ../../../scripts/tutorials/sim/srs_solver.py
+        :language: python
+        :linenos:
 
-   from embodichain.lab.sim.solvers import PinkSolverCfg
-   from embodichain.lab.sim.objects.robot import Robot
+Typical Usage
+~~~~~~~~~~~~~~~~~~~~~~~~
 
-   # 1. Configure PinkSolver
-   pink_cfg = PinkSolverCfg(
+**Step 1: Configure solver**
+
+.. code-block:: python
+
+   srs_cfg = SrsSolverCfg(
        urdf_path="/path/to/robot.urdf",
        joint_names=[
            "shoulder_pan_joint", "shoulder_lift_joint", "elbow_joint",
@@ -38,17 +47,21 @@ Example: Using PinkSolver
        end_link_name="ee_link",
        root_link_name="base_link"
    )
-   # 2. Assign solver config to robot config
-   robot_cfg.solver_cfg = pink_cfg
-   # 3. Instantiate robot (solver will be initialized automatically)
+
+**Step 2: Instantiate the robot with solver**
+
+.. code-block:: python
+
+   robot_cfg.solver_cfg = srs_cfg
    robot = Robot(cfg=robot_cfg, entities=[], device="cpu")
 
-   # 4. Use FK/IK/Jacobian
-   qpos = [0.0, -1.57, 1.57, 0.0, 1.57, 0.0]  # 6-DOF joint angles (radians)
-   ee_pose = robot.compute_fk(qpos)  # Forward kinematics, returns 4x4 matrix
-   print("End-effector pose (FK):\n", ee_pose)
+**Step 3: Use FK/IK/Jacobian**
+
+.. code-block:: python
+
+   qpos = [0.0, -1.57, 1.57, 0.0, 1.57, 0.0]
+   ee_pose = robot.compute_fk(qpos)
 
-   import numpy as np
    target_pose = np.array([
        [0, -1, 0, 0.5],
        [1,  0, 0, 0.2],
@@ -56,11 +69,8 @@ Example: Using PinkSolver
        [0,  0, 0, 1.0]
    ])
    success, qpos_sol = robot.compute_ik(target_pose, joint_seed=qpos)
-   print("IK success:", success)
-   print("IK solution:", qpos_sol)
-
    J = robot.get_solver().get_jacobian(qpos)
-   print("Jacobian:\n", J)
+
 
 **Note**
 
@@ -88,12 +98,6 @@ API Reference
 - **set_position_limits / get_position_limits**: Set or get joint position limits.
 - **set_tcp / get_tcp**: Set or get the tool center point (TCP) transformation.
 
-**PinkSolver**
-
-- Implements all BaseSolver methods using the Pink library.
-- Supports custom task lists, solver type selection, and joint limit handling.
-- See PinkSolverCfg for all configuration options.
-
 Configuration
 ~~~~~~~~~~~~~
 
diff --git a/examples/sim/planners/motion_generator.py b/examples/sim/planners/motion_generator.py
index 4557f6d1..d767aba3 100644
--- a/examples/sim/planners/motion_generator.py
+++ b/examples/sim/planners/motion_generator.py
@@ -1,3 +1,19 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
 import time
 import torch
 import numpy as np
diff --git a/scripts/tutorials/sim/motion_generator.py b/scripts/tutorials/sim/motion_generator.py
new file mode 100644
index 00000000..c09a1ed3
--- /dev/null
+++ b/scripts/tutorials/sim/motion_generator.py
@@ -0,0 +1,121 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import time
+import torch
+import numpy as np
+from copy import deepcopy
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim.robots import CobotMagicCfg
+from embodichain.lab.sim.planners.utils import TrajectorySampleMethod
+from embodichain.lab.sim.planners.motion_generator import MotionGenerator
+
+
+def move_robot_along_trajectory(
+    robot: Robot, arm_name: str, qpos_list: list[torch.Tensor], delay: float = 0.1
+):
+    """
+    Set the robot joint positions sequentially along the given joint trajectory.
+    Args:
+        robot: Robot instance.
+        arm_name: Name of the robot arm.
+        qpos_list: List of joint positions (torch.Tensor).
+        delay: Time delay between each step (seconds).
+    """
+    for q in qpos_list:
+        robot.set_qpos(qpos=q.unsqueeze(0), joint_ids=robot.get_joint_ids(arm_name))
+        time.sleep(delay)
+
+
+def create_demo_trajectory(
+    robot: Robot, arm_name: str
+) -> tuple[list[torch.Tensor], list[np.ndarray]]:
+    """
+    Generate a three-point trajectory (start, middle, end) for demonstration.
+    Args:
+        robot: Robot instance.
+        arm_name: Name of the robot arm.
+    Returns:
+        qpos_list: List of joint positions (torch.Tensor).
+        xpos_list: List of end-effector poses (numpy arrays).
+    """
+    qpos_fk = torch.tensor(
+        [[0.0, np.pi / 4, -np.pi / 4, 0.0, np.pi / 4, 0.0]], dtype=torch.float32
+    )
+    xpos_begin = robot.compute_fk(name=arm_name, qpos=qpos_fk, to_matrix=True)
+    xpos_mid = deepcopy(xpos_begin)
+    xpos_mid[0, 2, 3] -= 0.1  # Move down by 0.1m in Z direction
+    xpos_final = deepcopy(xpos_mid)
+    xpos_final[0, 0, 3] += 0.2  # Move forward by 0.2m in X direction
+
+    qpos_begin = robot.compute_ik(pose=xpos_begin, name=arm_name)[1][0]
+    qpos_mid = robot.compute_ik(pose=xpos_mid, name=arm_name)[1][0]
+    qpos_final = robot.compute_ik(pose=xpos_final, name=arm_name)[1][0]
+    return [qpos_begin, qpos_mid, qpos_final], [
+        xpos_begin[0],
+        xpos_mid[0],
+        xpos_final[0],
+    ]
+
+
+def main():
+    np.set_printoptions(precision=5, suppress=True)
+    torch.set_printoptions(precision=5, sci_mode=False)
+
+    # Initialize simulation
+    sim = SimulationManager(SimulationManagerCfg(headless=False, sim_device="cpu"))
+    sim.build_multiple_arenas(1)
+    sim.set_manual_update(False)
+
+    # Robot configuration
+    cfg_dict = {"uid": "CobotMagic"}
+    robot: Robot = sim.add_robot(cfg=CobotMagicCfg.from_dict(cfg_dict))
+    arm_name = "left_arm"
+
+    # # Generate trajectory points
+    qpos_list, xpos_list = create_demo_trajectory(robot, arm_name)
+
+    # Initialize motion generator
+    motion_generator = MotionGenerator(
+        robot=robot,
+        uid=arm_name,
+        planner_type="toppra",
+        default_velocity=0.2,
+        default_acceleration=0.5,
+    )
+
+    # Joint space trajectory
+    out_qpos_list, _ = motion_generator.create_discrete_trajectory(
+        qpos_list=[q.numpy() for q in qpos_list],
+        is_linear=False,
+        sample_method=TrajectorySampleMethod.QUANTITY,
+        sample_num=20,
+    )
+    move_robot_along_trajectory(robot, arm_name, out_qpos_list)
+
+    # Cartesian space trajectory
+    out_qpos_list, _ = motion_generator.create_discrete_trajectory(
+        xpos_list=[x.numpy() for x in xpos_list],
+        is_linear=True,
+        sample_method=TrajectorySampleMethod.QUANTITY,
+        sample_num=20,
+    )
+    move_robot_along_trajectory(robot, arm_name, out_qpos_list)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/tutorials/sim/srs_solver.py b/scripts/tutorials/sim/srs_solver.py
new file mode 100644
index 00000000..5d9922b3
--- /dev/null
+++ b/scripts/tutorials/sim/srs_solver.py
@@ -0,0 +1,85 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import time
+import numpy as np
+import torch
+
+from IPython import embed
+
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.robots import DexforceW1Cfg
+
+
+def main():
+    # Set print options for better readability
+    np.set_printoptions(precision=5, suppress=True)
+    torch.set_printoptions(precision=5, sci_mode=False)
+
+    # Initialize simulation
+    sim_device = "cpu"
+    sim = SimulationManager(
+        SimulationManagerCfg(
+            headless=False, sim_device=sim_device, width=2200, height=1200
+        )
+    )
+
+    sim.build_multiple_arenas(1)
+    sim.set_manual_update(False)
+
+    robot: Robot = sim.add_robot(cfg=DexforceW1Cfg.from_dict({"uid": "dexforce_w1"}))
+    arm_name = "left_arm"
+    # Set initial joint positions for left arm
+    qpos_fk_list = [
+        torch.tensor([[0.0, 0.0, 0.0, -np.pi / 2, 0.0, 0.0, 0.0]], dtype=torch.float32),
+    ]
+    robot.set_qpos(qpos_fk_list[0], joint_ids=robot.get_joint_ids(arm_name))
+
+    time.sleep(0.5)
+
+    fk_xpos_batch = torch.cat(qpos_fk_list, dim=0)
+
+    fk_xpos_list = robot.compute_fk(qpos=fk_xpos_batch, name=arm_name, to_matrix=True)
+
+    start_time = time.time()
+    res, ik_qpos = robot.compute_ik(
+        pose=fk_xpos_list,
+        name=arm_name,
+        # joint_seed=qpos_fk_list[0],
+        return_all_solutions=True,
+    )
+    end_time = time.time()
+    print(
+        f"Batch IK computation time for {len(fk_xpos_list)} poses: {end_time - start_time:.6f} seconds"
+    )
+
+    if ik_qpos.dim() == 3:
+        first_solutions = ik_qpos[:, 0, :]
+    else:
+        first_solutions = ik_qpos
+    robot.set_qpos(first_solutions, joint_ids=robot.get_joint_ids(arm_name))
+
+    ik_xpos_list = robot.compute_fk(qpos=first_solutions, name=arm_name, to_matrix=True)
+
+    print("fk_xpos_list: ", fk_xpos_list)
+    print("ik_xpos_list: ", ik_xpos_list)
+
+    embed(header="Test SRSSolver example. Press Ctrl-D to exit.")
+
+
+if __name__ == "__main__":
+    main()

From c458918e85b65a8bbc481e59840f5845ef468c6c Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Mon, 8 Dec 2025 03:12:44 +0000
Subject: [PATCH 22/92] Add camera extrinsics randomization functor (#32)

---
 README.md                                     |   4 +-
 configs/gym/cobotmagic.json                   |   1 +
 embodichain/lab/gym/envs/managers/events.py   |   8 +-
 .../lab/gym/envs/managers/observations.py     |  11 +-
 .../envs/managers/randomization/rendering.py  | 129 +++++++++++++++++-
 .../envs/managers/randomization/spatial.py    |   3 +
 embodichain/lab/sim/objects/gizmo.py          |   2 +-
 embodichain/lab/sim/objects/rigid_object.py   |  17 +++
 embodichain/lab/sim/sim_manager.py            |  57 ++------
 pyproject.toml                                |   1 -
 10 files changed, 176 insertions(+), 57 deletions(-)

diff --git a/README.md b/README.md
index a72f0e77..5e3a0215 100644
--- a/README.md
+++ b/README.md
@@ -1,11 +1,11 @@
-
 # EmbodiChain
 
 ![teaser](assets/imgs/teaser.jpg)
 
-[![Version](https://img.shields.io/badge/version-0.0.1-blue.svg)](https://github.com/DexForce/EmbodiChain/releases)
 [![License](https://img.shields.io/github/license/DexForce/EmbodiChain)](LICENSE)
 [![GitHub Pages](https://img.shields.io/badge/GitHub%20Pages-docs-blue?logo=github&logoColor=white)](https://dexforce.github.io/EmbodiChain/introduction.html)
+[![Python](https://img.shields.io/badge/python-3.10-blue.svg)](https://docs.python.org/3/whatsnew/3.10.html)
+[![Version](https://img.shields.io/badge/version-0.0.1-blue.svg)](https://github.com/DexForce/EmbodiChain/releases)
 
 ---
 
diff --git a/configs/gym/cobotmagic.json b/configs/gym/cobotmagic.json
index 6eef0718..a12c749a 100644
--- a/configs/gym/cobotmagic.json
+++ b/configs/gym/cobotmagic.json
@@ -59,6 +59,7 @@
     },
     "sensor": [
         {
+            "uid": "camera_1",
             "sensor_type": "Camera",
             "width": 640,
             "height": 480,
diff --git a/embodichain/lab/gym/envs/managers/events.py b/embodichain/lab/gym/envs/managers/events.py
index 041b9faa..0b65d49f 100644
--- a/embodichain/lab/gym/envs/managers/events.py
+++ b/embodichain/lab/gym/envs/managers/events.py
@@ -111,13 +111,13 @@ def __init__(self, cfg: FunctorCfg, env: EmbodiedEnv):
 
             # remove regular expression from patterns
             patterns = remove_regex_chars(patterns)
-            full_path = get_data_path(f"{folder_path}/")
+            self._full_path = get_data_path(f"{folder_path}/")
             self._asset_group_path = get_all_files_in_directory(
-                full_path, patterns=patterns
+                self._full_path, patterns=patterns
             )
         else:
-            full_path = get_data_path(folder_path)
-            self._asset_group_path = get_all_files_in_directory(full_path)
+            self._full_path = get_data_path(folder_path)
+            self._asset_group_path = get_all_files_in_directory(self._full_path)
 
     def __call__(
         self,
diff --git a/embodichain/lab/gym/envs/managers/observations.py b/embodichain/lab/gym/envs/managers/observations.py
index 86280c60..2e48d47b 100644
--- a/embodichain/lab/gym/envs/managers/observations.py
+++ b/embodichain/lab/gym/envs/managers/observations.py
@@ -40,6 +40,9 @@ def get_rigid_object_pose(
 ) -> torch.Tensor:
     """Get the world poses of the rigid objects in the environment.
 
+    If the rigid object with the specified UID does not exist in the environment,
+    a zero tensor will be returned.
+
     Args:
         env: The environment instance.
         obs: The observation dictionary.
@@ -49,6 +52,9 @@ def get_rigid_object_pose(
         A tensor of shape (num_envs, 4, 4) representing the world poses of the rigid objects.
     """
 
+    if entity_cfg.uid not in env.sim.get_rigid_object_uid_list():
+        return torch.zeros((env.num_envs, 4, 4), dtype=torch.float32)
+
     obj = env.sim.get_rigid_object(entity_cfg.uid)
 
     return obj.get_local_pose(to_matrix=True)
@@ -130,7 +136,10 @@ def compute_semantic_mask(
 
     robot_mask = (mask_exp == robot_uids_exp).any(-1).squeeze_(-1)
 
-    foreground_assets = [env.sim.get_asset(uid) for uid in foreground_uids]
+    asset_uids = env.sim.asset_uids
+    foreground_assets = [
+        env.sim.get_asset(uid) for uid in foreground_uids if uid in asset_uids
+    ]
 
     # cat assets uid (num_envs, n) into dim 1
     foreground_uids = torch.cat(
diff --git a/embodichain/lab/gym/envs/managers/randomization/rendering.py b/embodichain/lab/gym/envs/managers/randomization/rendering.py
index 7c0aed82..d0626917 100644
--- a/embodichain/lab/gym/envs/managers/randomization/rendering.py
+++ b/embodichain/lab/gym/envs/managers/randomization/rendering.py
@@ -31,7 +31,11 @@
     VisualMaterialCfg,
 )
 from embodichain.utils.string import resolve_matching_names
-from embodichain.utils.math import sample_uniform
+from embodichain.utils.math import (
+    sample_uniform,
+    quat_from_euler_xyz,
+    euler_xyz_from_quat,
+)
 from embodichain.utils import logger
 from embodichain.data import get_data_path
 
@@ -40,12 +44,135 @@
 
 
 __all__ = [
+    "randomize_camera_extrinsics",
     "randomize_light",
     "randomize_camera_intrinsics",
     "randomize_visual_material",
 ]
 
 
+def randomize_camera_extrinsics(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfg: SceneEntityCfg,
+    pos_range: Optional[tuple[list[float], list[float]]] = None,
+    euler_range: Optional[tuple[list[float], list[float]]] = None,
+    eye_range: Optional[tuple[list[float], list[float]]] = None,
+    target_range: Optional[tuple[list[float], list[float]]] = None,
+    up_range: Optional[tuple[list[float], list[float]]] = None,
+) -> None:
+    """
+    Randomize camera extrinsic properties (position and orientation).
+
+    Behavior:
+    - If extrinsics config has a parent field (attach mode), pos_range/euler_range are used to perturb the initial pose (pos, quat),
+        and set_local_pose is called to attach the camera to the parent node. In this case, pose is related to parent.
+    - If extrinsics config uses eye/target/up (no parent), eye_range/target_range/up_range are used to perturb the initial eye, target, up vectors,
+        and look_at is called to set the camera orientation.
+
+    Args:
+        env: The environment instance.
+        env_ids: The environment IDs to apply the randomization.
+        entity_cfg (SceneEntityCfg): The configuration of the scene entity to randomize.
+        pos_range: Position perturbation range (attach mode).
+        euler_range: Euler angle perturbation range (attach mode).
+        eye_range: Eye position perturbation range (look_at mode).
+        target_range: Target position perturbation range (look_at mode).
+        up_range: Up vector perturbation range (look_at mode).
+    """
+    camera: Union[Camera, StereoCamera] = env.sim.get_sensor(entity_cfg.uid)
+    num_instance = len(env_ids)
+
+    extrinsics = camera.cfg.extrinsics
+
+    if extrinsics.parent is not None:
+        # If extrinsics has a parent field, use pos/euler perturbation and attach camera to parent node
+        init_pos = getattr(extrinsics, "pos", [0.0, 0.0, 0.0])
+        init_quat = getattr(extrinsics, "quat", [0.0, 0.0, 0.0, 1.0])
+        new_pose = torch.tensor(
+            [init_pos + init_quat], dtype=torch.float32, device=env.device
+        ).repeat(num_instance, 1)
+        if pos_range:
+            random_value = sample_uniform(
+                lower=torch.tensor(pos_range[0]),
+                upper=torch.tensor(pos_range[1]),
+                size=(num_instance, 3),
+            )
+            new_pose[:, :3] += random_value
+        if euler_range:
+            # 1. quat -> euler
+            init_quat_np = (
+                torch.tensor(init_quat, dtype=torch.float32, device=env.device)
+                .unsqueeze_(0)
+                .repeat(num_instance, 1)
+            )
+            init_euler = euler_xyz_from_quat(init_quat_np)
+            # 2. Sample perturbation for euler angles
+            random_value = sample_uniform(
+                lower=torch.tensor(euler_range[0]),
+                upper=torch.tensor(euler_range[1]),
+                size=(num_instance, 3),
+            )
+            # 3. Add perturbation to each environment and convert back to quaternion
+            new_quat = quat_from_euler_xyz(init_euler + random_value)
+            new_pose[:, 3:7] = new_quat
+
+        camera.set_local_pose(new_pose, env_ids=env_ids)
+
+    elif extrinsics.eye is not None:
+        # If extrinsics uses eye/target/up, use perturbation for look_at mode
+        init_eye = (
+            torch.tensor(extrinsics.eye, dtype=torch.float32, device=env.device)
+            .unsqueeze(0)
+            .repeat(num_instance, 1)
+        )
+        init_target = (
+            torch.tensor(extrinsics.target, dtype=torch.float32, device=env.device)
+            .unsqueeze(0)
+            .repeat(num_instance, 1)
+        )
+        init_up = (
+            torch.tensor(extrinsics.up, dtype=torch.float32, device=env.device)
+            .unsqueeze(0)
+            .repeat(num_instance, 1)
+        )
+
+        if eye_range:
+            eye_delta = sample_uniform(
+                lower=torch.tensor(eye_range[0]),
+                upper=torch.tensor(eye_range[1]),
+                size=(num_instance, 3),
+            )
+            new_eye = init_eye + eye_delta
+        else:
+            new_eye = init_eye
+
+        if target_range:
+            target_delta = sample_uniform(
+                lower=torch.tensor(target_range[0]),
+                upper=torch.tensor(target_range[1]),
+                size=(num_instance, 3),
+            )
+            new_target = init_target + target_delta
+        else:
+            new_target = init_target
+
+        if up_range:
+            up_delta = sample_uniform(
+                lower=torch.tensor(up_range[0]),
+                upper=torch.tensor(up_range[1]),
+                size=(num_instance, 3),
+            )
+            new_up = init_up + up_delta
+        else:
+            new_up = init_up
+
+        camera.look_at(new_eye, new_target, new_up, env_ids=env_ids)
+
+    else:
+        logger.log_error("Unsupported extrinsics format for camera randomization.")
+
+
 def randomize_light(
     env: EmbodiedEnv,
     env_ids: Union[torch.Tensor, None],
diff --git a/embodichain/lab/gym/envs/managers/randomization/spatial.py b/embodichain/lab/gym/envs/managers/randomization/spatial.py
index 70bcabe8..65ab422e 100644
--- a/embodichain/lab/gym/envs/managers/randomization/spatial.py
+++ b/embodichain/lab/gym/envs/managers/randomization/spatial.py
@@ -121,6 +121,9 @@ def randomize_rigid_object_pose(
         relative_rotation (bool): Whether to randomize the rotation relative to the object's initial rotation. Default is False.
     """
 
+    if entity_cfg.uid not in env.sim.get_rigid_object_uid_list():
+        return
+
     rigid_object: RigidObject = env.sim.get_rigid_object(entity_cfg.uid)
     num_instance = len(env_ids)
 
diff --git a/embodichain/lab/sim/objects/gizmo.py b/embodichain/lab/sim/objects/gizmo.py
index 27ebf5bf..1caa1102 100644
--- a/embodichain/lab/sim/objects/gizmo.py
+++ b/embodichain/lab/sim/objects/gizmo.py
@@ -331,7 +331,7 @@ def _update_robot_ik(self, target_transform: torch.Tensor):
                     new_qpos = new_qpos.unsqueeze(0)  # Make it (1, dof) for set_qpos
 
                 # Update robot joint positions
-                self.target.set_qpos(qpos=new_qpos, joint_ids=current_joint_ids)
+                self.target.set_qpos(qpos=new_qpos[0], joint_ids=current_joint_ids)
                 return True
             else:
                 logger.log_warning("IK solution not found")
diff --git a/embodichain/lab/sim/objects/rigid_object.py b/embodichain/lab/sim/objects/rigid_object.py
index d5b4bb6e..047df410 100644
--- a/embodichain/lab/sim/objects/rigid_object.py
+++ b/embodichain/lab/sim/objects/rigid_object.py
@@ -516,6 +516,23 @@ def get_visual_material_inst(
         ids = env_ids if env_ids is not None else range(self.num_instances)
         return [self._visual_material[i] for i in ids]
 
+    def share_visual_material_inst(self, mat_insts: List[VisualMaterialInst]) -> None:
+        """Share material instances for the rigid object.
+
+        Args:
+            mat_insts (List[VisualMaterialInst]): List of material instances to share.
+        """
+        if len(self._entities) != len(mat_insts):
+            logger.log_error(
+                f"Length of entities {len(self._entities)} does not match length of material instances {len(mat_insts)}."
+            )
+
+        for i, entity in enumerate(self._entities):
+            if mat_insts[i] is None:
+                continue
+            entity.set_material(mat_insts[i].mat)
+            self._visual_material[i] = mat_insts[i]
+
     def get_body_scale(self, env_ids: Optional[Sequence[int]] = None) -> torch.Tensor:
         """
         Retrieve the body scale for specified environment instances.
diff --git a/embodichain/lab/sim/sim_manager.py b/embodichain/lab/sim/sim_manager.py
index 39c5c9e0..0489fde0 100644
--- a/embodichain/lab/sim/sim_manager.py
+++ b/embodichain/lab/sim/sim_manager.py
@@ -143,21 +143,12 @@ class SimulationManager:
 
     This class is used to manage the global simulation environment and simulated assets.
         - assets loading, creation, modification and deletion.
-            - assets include robots, fixed actors, dynamic actors and background.
+            - assets include rigid objects, soft objects, articulations, robots, sensors and lights.
         - manager the scenes and the simulation environment.
             - parallel scenes simulation on both CPU and GPU.
-            - sensors arrangement
-            - lighting and indirect lighting
-            - physics simulation parameters control
-        - ...
-
-    Note:
-        1. The arena is used as a standalone space for robots to simulate in. When :meth:`build_multiple_arenas` is called,
-             it will create multiple arenas in a grid pattern. Meanwhile, each simulation assets adding interface will
-             take an additional parameter `arena_index` to specify which arena to place the asset. The name of the asset to
-             be added will be appended with the arena index to avoid name conflict.
-        2. In GUI mode, the physics will be set to a fps (or a wait time for manual mode) for better visualization.
-
+            - create and setup the rendering related settings, eg. environment map, lighting, materials, etc.
+            - physics simulation management, eg. time step, manual update, etc.
+            - interactive control via gizmo and window callbacks events.
 
     Args:
         sim_config (SimulationManagerCfg, optional): simulation configuration. Defaults to SimulationManagerCfg().
@@ -199,11 +190,8 @@ def __init__(
         self._world.set_delta_time(sim_config.physics_dt)
         self._world.show_coordinate_axis(False)
 
-        if sys.platform == "linux":
-            dexsim.set_physics_config(**sim_config.physics_config.to_dexsim_args())
-            dexsim.set_physics_gpu_memory_config(
-                **sim_config.gpu_memory_config.to_dict()
-            )
+        dexsim.set_physics_config(**sim_config.physics_config.to_dexsim_args())
+        dexsim.set_physics_gpu_memory_config(**sim_config.gpu_memory_config.to_dict())
 
         self._is_initialized_gpu_physics = False
         self._ps = self._world.get_physics_scene()
@@ -216,9 +204,10 @@ def __init__(
         self._default_resources = SimResources()
 
         # set unique material path to accelerate material creation.
+        # TODO: This will be removed.
         if self.sim_config.enable_rt is False:
             self._env.set_unique_mat_path(
-                os.path.join(self._material_cache_dir, "dexsim_mat")
+                os.path.join(self._material_cache_dir, "default_mat")
             )
 
         # arena is used as a standalone space for robots to simulate in.
@@ -661,6 +650,8 @@ def get_asset(
             return self._rigid_objects[uid]
         if uid in self._rigid_object_groups:
             return self._rigid_object_groups[uid]
+        if uid in self._soft_objects:
+            return self._soft_objects[uid]
         if uid in self._articulations:
             return self._articulations[uid]
 
@@ -1261,34 +1252,6 @@ def remove_asset(self, uid: str) -> bool:
 
         return False
 
-    def get_asset(
-        self, uid: str
-    ) -> Optional[Union[RigidObject, Articulation, Robot, Light, BaseSensor]]:
-        """Get an asset by its UID.
-
-        The asset can be a rigid object, articulation or robot.
-
-        Args:
-            uid (str): The UID of the asset.
-        """
-        if uid in self._rigid_objects:
-            return self._rigid_objects[uid]
-
-        if uid in self._articulations:
-            return self._articulations[uid]
-
-        if uid in self._robots:
-            return self._robots[uid]
-
-        if uid in self._lights:
-            return self._lights[uid]
-
-        if uid in self._sensors:
-            return self._sensors[uid]
-
-        logger.log_warning(f"Asset {uid} not found.")
-        return None
-
     def draw_marker(
         self,
         cfg: MarkerCfg,
diff --git a/pyproject.toml b/pyproject.toml
index 9653c7b4..d95744c7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,7 +48,6 @@ dependencies = [
   "cvxpy==1.4.0",
   "ortools",
   "prettytable",
-  "hdfdict@git+http://69.235.177.182:8081/externalrepo/hdfdict",
   "black==24.3.0",
   "h5py",
 ]

From 85feeb92432a3919211b0dcff62f1aad89b2802b Mon Sep 17 00:00:00 2001
From: Chen Jian <mtfl1996@outlook.com>
Date: Fri, 12 Dec 2025 10:14:44 +0800
Subject: [PATCH 23/92] upgrade to dexsim 0.3.7 (#33)

Co-authored-by: chenjian <chenjian@dexforce.com>
---
 embodichain/lab/sim/objects/gizmo.py |  5 ++---
 embodichain/lab/sim/sim_manager.py   |  7 ++++---
 examples/sim/demo/press_softbody.py  | 25 +++++++++++++++++--------
 examples/sim/gizmo/gizmo_w1.py       |  5 +++--
 examples/sim/solvers/pink_solver.py  |  4 +---
 pyproject.toml                       |  2 +-
 6 files changed, 28 insertions(+), 20 deletions(-)

diff --git a/embodichain/lab/sim/objects/gizmo.py b/embodichain/lab/sim/objects/gizmo.py
index 1caa1102..8456e295 100644
--- a/embodichain/lab/sim/objects/gizmo.py
+++ b/embodichain/lab/sim/objects/gizmo.py
@@ -40,7 +40,6 @@
     RigidBodyShape,
     PhysicalAttr,
 )
-from dexsim.render import GizmoController
 
 from embodichain.lab.sim.utility.gizmo_utils import create_gizmo_callback
 
@@ -421,7 +420,7 @@ def toggle_visibility(self) -> bool:
 
         # Apply the visibility setting to the gizmo node
         if self._gizmo and hasattr(self._gizmo, "node"):
-            self._gizmo.node.set_physical_visible(self._is_visible, self._is_visible)
+            self._gizmo.node.set_visible(self._is_visible)
 
         return self._is_visible
 
@@ -436,7 +435,7 @@ def set_visibility(self, visible: bool):
 
         # Apply the visibility setting to the gizmo node
         if self._gizmo and hasattr(self._gizmo, "node"):
-            self._gizmo.node.set_physical_visible(self._is_visible, self._is_visible)
+            self._gizmo.node.set_visible(self._is_visible)
 
     def is_visible(self) -> bool:
         """
diff --git a/embodichain/lab/sim/sim_manager.py b/embodichain/lab/sim/sim_manager.py
index 0489fde0..b5efce4d 100644
--- a/embodichain/lab/sim/sim_manager.py
+++ b/embodichain/lab/sim/sim_manager.py
@@ -46,7 +46,7 @@
 from dexsim.engine import CudaArray, Material
 from dexsim.models import MeshObject
 from dexsim.render import Light as _Light, LightType
-from dexsim.render import GizmoController
+from dexsim.engine import GizmoController
 
 from embodichain.lab.sim.objects import (
     RigidObject,
@@ -1037,12 +1037,13 @@ def enable_gizmo(
 
             # Initialize GizmoController if not already done.
             if not hasattr(self, "_gizmo_controller") or self._gizmo_controller is None:
-                windows = (
+                window = (
                     self._world.get_windows()
                     if hasattr(self._world, "get_windows")
                     else None
                 )
-                self._gizmo_controller = GizmoController(windows)
+                self._gizmo_controller = GizmoController()
+                window.add_input_control(self._gizmo_controller)
 
         except Exception as e:
             logger.log_error(
diff --git a/examples/sim/demo/press_softbody.py b/examples/sim/demo/press_softbody.py
index 79c33133..9f4ff44e 100644
--- a/examples/sim/demo/press_softbody.py
+++ b/examples/sim/demo/press_softbody.py
@@ -39,6 +39,7 @@
     SoftObjectCfg,
     SoftbodyVoxelAttributesCfg,
     SoftbodyPhysicalAttributesCfg,
+    URDFCfg,
 )
 from embodichain.lab.sim.shapes import MeshCfg
 
@@ -100,12 +101,19 @@ def create_robot(sim: SimulationManager):
     # Configure the robot with its components and control properties
     cfg = RobotCfg(
         uid="UR10",
-        fpath=ur10_urdf_path,
-        solver_cfg=PytorchSolverCfg(
-            end_link_name="ee_link",
-            root_link_name="base_link",
-            tcp=np.eye(4),
+        urdf_cfg=URDFCfg(
+            components=[{"component_type": "arm", "urdf_path": ur10_urdf_path}]
         ),
+        control_parts={
+            "arm": ["Joint[0-9]"],
+        },
+        solver_cfg={
+            "arm": PytorchSolverCfg(
+                end_link_name="ee_link",
+                root_link_name="base_link",
+                tcp=np.eye(4),
+            )
+        },
         init_qpos=[
             0.0,
             -np.pi / 2,
@@ -133,13 +141,14 @@ def create_soft_cow(sim: SimulationManager) -> SoftObject:
             shape=MeshCfg(
                 fpath=get_resources_data_path("Model", "cow", "cow2.obj"),
             ),
-            init_pos=[0.5, 0.0, 0.3],
+            init_rot=[0, 90, 0],
+            init_pos=[0.45, -0.1, 0.12],
             voxel_attr=SoftbodyVoxelAttributesCfg(
                 simulation_mesh_resolution=8,
                 maximal_edge_length=0.5,
             ),
             physical_attr=SoftbodyPhysicalAttributesCfg(
-                youngs=1e4,
+                youngs=5e3,
                 poissons=0.45,
                 density=100,
                 dynamic_friction=0.1,
@@ -162,7 +171,7 @@ def press_cow(sim: SimulationManager, robot: Robot):
 
     arm_start_xpos = robot.compute_fk(arm_start_qpos, name="arm", to_matrix=True)
     press_xpos = arm_start_xpos.clone()
-    press_xpos[:, :3, 3] = torch.tensor([0.5, -0.1, 0.01], device=press_xpos.device)
+    press_xpos[:, :3, 3] = torch.tensor([0.5, -0.1, 0.005], device=press_xpos.device)
 
     approach_xpos = press_xpos.clone()
     approach_xpos[:, 2, 3] += 0.05
diff --git a/examples/sim/gizmo/gizmo_w1.py b/examples/sim/gizmo/gizmo_w1.py
index 791582a0..90d73edc 100644
--- a/examples/sim/gizmo/gizmo_w1.py
+++ b/examples/sim/gizmo/gizmo_w1.py
@@ -104,8 +104,9 @@ def main():
             ),
         },
         drive_pros=JointDrivePropertiesCfg(
-            stiffness={"LEFT_J[1-7]": 1e4, "RIGHT_J[1-7]": 1e4},
-            damping={"LEFT_J[1-7]": 1e3, "RIGHT_J[1-7]": 1e3},
+            stiffness={"(LEFT|RIGHT)_J[1-7]": 1e4, "(ANKLE|KNEE|BUTTOCK|WAIST)": 1e7},
+            damping={"(LEFT|RIGHT)_J[1-7]": 1e3, "(ANKLE|KNEE|BUTTOCK|WAIST)": 1e4},
+            max_effort={"(LEFT|RIGHT)_J[1-7]": 1e5, "(ANKLE|KNEE|BUTTOCK|WAIST)": 1e10},
         ),
     )
     robot = sim.add_robot(cfg=robot_cfg)
diff --git a/examples/sim/solvers/pink_solver.py b/examples/sim/solvers/pink_solver.py
index 8ad325fe..aea419cd 100644
--- a/examples/sim/solvers/pink_solver.py
+++ b/examples/sim/solvers/pink_solver.py
@@ -149,9 +149,7 @@ def main():
         if ik_qpos.dim() == 3:
             robot.set_qpos(qpos=ik_qpos[0][0], joint_ids=robot.get_joint_ids(arm_name))
         else:
-            robot.set_qpos(
-                qpos=ik_qpos.unsqueeze(0), joint_ids=robot.get_joint_ids(arm_name)
-            )
+            robot.set_qpos(qpos=ik_qpos, joint_ids=robot.get_joint_ids(arm_name))
 
         # Visualize current pose
         ik_xpos = robot.compute_fk(qpos=ik_qpos, name=arm_name, to_matrix=True)
diff --git a/pyproject.toml b/pyproject.toml
index d95744c7..ff55dae3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -27,7 +27,7 @@ requires-python = ">=3.10"
 # Core install dependencies (kept from requirements.txt). Some VCS links are
 # specified using PEP 508 direct references where present.
 dependencies = [
-  "dexsim_engine @ http://pyp.open3dv.site:2345/packages/dexsim_engine-0.3.6-cp310-cp310-manylinux_2_31_x86_64.whl",
+  "dexsim_engine @ http://pyp.open3dv.site:2345/packages/dexsim_engine-0.3.7-cp310-cp310-manylinux_2_31_x86_64.whl",
   "setuptools>=78.1.1",
   "gymnasium==0.29.1",
   "casadi==3.7.1",

From cfa0fa0044d1c1ab3525b45eae72d87a3209789f Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Sun, 14 Dec 2025 04:50:46 +0000
Subject: [PATCH 24/92] Update rendering related functors  (#34)

---
 .github/workflows/main.yml                    |  3 +-
 embodichain/data/enum.py                      | 17 ++++-
 .../lab/gym/envs/managers/observations.py     | 15 ++++-
 .../envs/managers/randomization/rendering.py  | 26 ++++----
 embodichain/lab/sim/__init__.py               |  5 ++
 embodichain/lab/sim/cfg.py                    |  8 ++-
 embodichain/lab/sim/objects/__init__.py       | 48 ++++++++++++++
 embodichain/lab/sim/utility/dynamic_pybind.py | 65 +++++++++++++++++++
 embodichain/lab/sim/utility/sim_utils.py      | 11 +++-
 9 files changed, 182 insertions(+), 16 deletions(-)
 create mode 100644 embodichain/lab/sim/utility/dynamic_pybind.py

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 40431a98..84ed7706 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -53,7 +53,8 @@ jobs:
           cd ${GITHUB_WORKSPACE}/docs
           echo "Start Building docs..."
           make html
-      - name: Upload pkg
+      - name: Upload docs artifact
+        if: github.event_name == 'push' && github.ref == 'refs/heads/main'
         uses: actions/upload-pages-artifact@v3
         with: 
           path: ${{ github.workspace }}/docs/build/html
diff --git a/embodichain/data/enum.py b/embodichain/data/enum.py
index 853f08bf..3716b840 100644
--- a/embodichain/data/enum.py
+++ b/embodichain/data/enum.py
@@ -14,7 +14,22 @@
 # limitations under the License.
 # ----------------------------------------------------------------------------
 
-from enum import Enum
+from enum import Enum, IntEnum
+
+
+class SemanticMask(IntEnum):
+    """
+    SemanticMask is an enumeration representing different semantic regions in an image or scene.
+
+    Attributes:
+        BACKGROUND (int): Represents the background region (value: 0).
+        FOREGROUND (int): Represents the foreground objects (value: 1).
+        ROBOT (int): Represents the robot region (value: 2).
+    """
+
+    BACKGROUND = 0
+    FOREGROUND = 1
+    ROBOT = 2
 
 
 class EndEffector(Enum):
diff --git a/embodichain/lab/gym/envs/managers/observations.py b/embodichain/lab/gym/envs/managers/observations.py
index 2e48d47b..faf65100 100644
--- a/embodichain/lab/gym/envs/managers/observations.py
+++ b/embodichain/lab/gym/envs/managers/observations.py
@@ -116,6 +116,7 @@ def compute_semantic_mask(
     Returns:
         A tensor of shape (num_envs, height, width) representing the semantic mask.
     """
+    from embodichain.data.enum import SemanticMask
 
     sensor: Union[Camera, StereoCamera] = env.sim.get_sensor(entity_cfg.uid)
     if sensor.cfg.enable_mask is False:
@@ -160,7 +161,19 @@ def compute_semantic_mask(
 
     background_mask = ~(robot_mask | foreground_mask).squeeze_(-1)
 
-    return torch.stack([robot_mask, background_mask, foreground_mask], dim=-1)
+    masks = [None, None, None]
+    masks_ids = [member.value for member in SemanticMask]
+    assert len(masks) == len(
+        masks_ids
+    ), "Different length of mask slots and SemanticMask Enum {}.".format(masks_ids)
+    mask_id_to_label = {
+        SemanticMask.BACKGROUND.value: background_mask,
+        SemanticMask.FOREGROUND.value: foreground_mask,
+        SemanticMask.ROBOT.value: robot_mask,
+    }
+    for mask_id in masks_ids:
+        masks[mask_id] = mask_id_to_label[mask_id]
+    return torch.stack(masks, dim=-1)
 
 
 class compute_exteroception(Functor):
diff --git a/embodichain/lab/gym/envs/managers/randomization/rendering.py b/embodichain/lab/gym/envs/managers/randomization/rendering.py
index d0626917..77d39604 100644
--- a/embodichain/lab/gym/envs/managers/randomization/rendering.py
+++ b/embodichain/lab/gym/envs/managers/randomization/rendering.py
@@ -379,16 +379,19 @@ def __init__(self, cfg: FunctorCfg, env: EmbodiedEnv):
         if self.entity_cfg.uid == "default_plane":
             pass
         else:
-            self.entity: Union[RigidObject, Articulation] = env.sim.get_asset(
-                self.entity_cfg.uid
-            )
-
-            if not isinstance(self.entity, (RigidObject, Articulation)):
-                raise ValueError(
-                    f"Randomization functor 'randomize_visual_material' not supported for asset: '{self.entity_cfg.uid}'"
-                    f" with type: '{type(self.entity)}'."
+            if self.entity_cfg.uid not in env.sim.asset_uids:
+                self.entity = None
+            else:
+                self.entity: Union[RigidObject, Articulation] = env.sim.get_asset(
+                    self.entity_cfg.uid
                 )
 
+                if not isinstance(self.entity, (RigidObject, Articulation)):
+                    raise ValueError(
+                        f"Randomization functor 'randomize_visual_material' not supported for asset: '{self.entity_cfg.uid}'"
+                        f" with type: '{type(self.entity)}'."
+                    )
+
         # TODO: Maybe need to consider two cases:
         # 1. the texture folder is very large, and we don't want to load all the textures into memory.
         # 2. the texture is generated on the fly.
@@ -483,9 +486,7 @@ def _randomize_mat_inst(
                 getattr(mat_inst, f"set_{key}")(value[idx].item())
 
         # randomize texture or base color based on the probability.
-        if random_texture_prob <= 0.0 or len(self.textures) == 0:
-            return
-        if random.random() < random_texture_prob:
+        if random.random() < random_texture_prob and len(self.textures) != 0:
             self._randomize_texture(mat_inst)
         else:
             # set a random base color instead.
@@ -507,6 +508,9 @@ def __call__(
     ):
         from embodichain.lab.sim.utility import is_rt_enabled
 
+        if self.entity_cfg.uid != "default_plane" and self.entity is None:
+            return
+
         # resolve environment ids
         if env_ids is None:
             env_ids = torch.arange(env.num_envs, device="cpu")
diff --git a/embodichain/lab/sim/__init__.py b/embodichain/lab/sim/__init__.py
index 9ec8105a..94cfcfc5 100644
--- a/embodichain/lab/sim/__init__.py
+++ b/embodichain/lab/sim/__init__.py
@@ -16,4 +16,9 @@
 
 from .material import VisualMaterialCfg, VisualMaterial, VisualMaterialInst
 from .common import BatchEntity
+
 from .sim_manager import *
+
+from .utility.dynamic_pybind import init_dynamic_pybind
+
+init_dynamic_pybind()
diff --git a/embodichain/lab/sim/cfg.py b/embodichain/lab/sim/cfg.py
index 3dc37e1b..55bdfb59 100644
--- a/embodichain/lab/sim/cfg.py
+++ b/embodichain/lab/sim/cfg.py
@@ -953,6 +953,12 @@ class ArticulationCfg(ObjectBaseCfg):
     build_pk_chain: bool = True
     """Whether to build pytorch-kinematics chain for forward kinematics and jacobian computation."""
 
+    compute_uv: bool = False
+    """Whether to compute the UV mapping for the articulation link.
+    
+    Currently, the uv mapping is computed for each link with projection uv mapping method.
+    """
+
 
 @configclass
 class RobotCfg(ArticulationCfg):
@@ -1008,7 +1014,7 @@ def from_dict(cls, init_dict: Dict[str, Union[str, float, tuple]]) -> RobotCfg:
                     setattr(
                         cfg, key, attr.from_dict(value)
                     )  # Call from_dict on the attribute
-                elif "class_type" in value:
+                elif isinstance(value, dict) and "class_type" in value:
                     setattr(
                         cfg,
                         key,
diff --git a/embodichain/lab/sim/objects/__init__.py b/embodichain/lab/sim/objects/__init__.py
index 9c4ba945..d452f453 100644
--- a/embodichain/lab/sim/objects/__init__.py
+++ b/embodichain/lab/sim/objects/__init__.py
@@ -26,3 +26,51 @@
 from .robot import Robot, RobotCfg
 from .light import Light, LightCfg
 from .gizmo import Gizmo
+
+
+from dexsim.engine import RenderBody
+import numpy as np
+
+
+def set_projective_uv(self: RenderBody, proj_direct: np.ndarray = None):
+    """Set projective uv mapping to render body.
+
+    Args:
+        proj_direct (np.ndarray, optional). UV project direction. Default to be None, using svd.
+    """
+    import numpy as np
+    import open3d as o3d
+    from dexsim.kit.meshproc import get_mesh_auto_uv
+
+    n_mesh = self.get_mesh_count()
+    if n_mesh <= 0:
+        return
+    n_vert_list = []
+    verts = np.empty((0, 3), dtype=np.float32)
+    faces = np.empty((0, 3), dtype=np.int32)
+    # gather all vertices
+    for i in range(n_mesh):
+        mesh_verts = self.get_vertices(mesh_id=i)
+        n_vert_list.append(mesh_verts.shape[0])
+        verts = np.vstack((verts, mesh_verts))
+
+        mesh_faces = self.get_triangles(mesh_id=i)
+        faces = np.vstack((faces, mesh_faces))
+    if (verts.shape[0] == 0) or (faces.shape[0] == 0):
+        return
+    # project uv for all vertices
+    mesh_o3dt = o3d.t.geometry.TriangleMesh()
+    mesh_o3dt.vertex.positions = o3d.core.Tensor(verts, dtype=o3d.core.Dtype.Float32)
+    mesh_o3dt.triangle.indices = o3d.core.Tensor(faces, dtype=o3d.core.Dtype.Int32)
+    is_success, vert_uvs = get_mesh_auto_uv(mesh_o3dt, proj_direct)
+
+    # set uv mapping for each mesh
+    start_idx = 0
+    for i in range(n_mesh):
+        mesh_vert_uvs = vert_uvs[start_idx : start_idx + n_vert_list[i], :]
+        self.set_uv_mapping(uvs=mesh_vert_uvs, mesh_id=i)
+        start_idx += n_vert_list[i]
+
+
+# bind this method to dexsim.engine.RenderBody
+RenderBody.set_projective_uv = set_projective_uv
diff --git a/embodichain/lab/sim/utility/dynamic_pybind.py b/embodichain/lab/sim/utility/dynamic_pybind.py
new file mode 100644
index 00000000..e2ad6037
--- /dev/null
+++ b/embodichain/lab/sim/utility/dynamic_pybind.py
@@ -0,0 +1,65 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import dexsim
+import numpy as np
+
+from dexsim.engine import RenderBody
+
+
+def set_projective_uv(self: RenderBody, proj_direct: np.ndarray | None = None) -> None:
+    """Set projective uv mapping to render body.
+
+    Args:
+        proj_direct: UV project direction. Default to be None, using svd.
+    """
+    import open3d as o3d
+    from dexsim.kit.meshproc import get_mesh_auto_uv
+
+    n_mesh = self.get_mesh_count()
+    if n_mesh <= 0:
+        return
+    n_vert_list = []
+    verts = np.empty((0, 3), dtype=np.float32)
+    faces = np.empty((0, 3), dtype=np.int32)
+    # gather all vertices
+    for i in range(n_mesh):
+        mesh_verts = self.get_vertices(mesh_id=i)
+        n_vert_list.append(mesh_verts.shape[0])
+        verts = np.vstack((verts, mesh_verts))
+
+        mesh_faces = self.get_triangles(mesh_id=i)
+        faces = np.vstack((faces, mesh_faces))
+    if (verts.shape[0] == 0) or (faces.shape[0] == 0):
+        return
+    # project uv for all vertices
+    mesh_o3dt = o3d.t.geometry.TriangleMesh()
+    mesh_o3dt.vertex.positions = o3d.core.Tensor(verts, dtype=o3d.core.Dtype.Float32)
+    mesh_o3dt.triangle.indices = o3d.core.Tensor(faces, dtype=o3d.core.Dtype.Int32)
+    is_success, vert_uvs = get_mesh_auto_uv(mesh_o3dt, proj_direct)
+
+    # set uv mapping for each mesh
+    start_idx = 0
+    for i in range(n_mesh):
+        mesh_vert_uvs = vert_uvs[start_idx : start_idx + n_vert_list[i], :]
+        self.set_uv_mapping(uvs=mesh_vert_uvs, mesh_id=i)
+        start_idx += n_vert_list[i]
+
+
+def init_dynamic_pybind() -> None:
+    """Initialize dynamic pybind interface."""
+
+    RenderBody.set_projective_uv = set_projective_uv
diff --git a/embodichain/lab/sim/utility/sim_utils.py b/embodichain/lab/sim/utility/sim_utils.py
index c6914807..de98ce22 100644
--- a/embodichain/lab/sim/utility/sim_utils.py
+++ b/embodichain/lab/sim/utility/sim_utils.py
@@ -100,7 +100,7 @@ def get_drive_type(drive_pros):
     else:
         logger.log_error(f"Unknow drive type {drive_type}")
 
-    for art in arts:
+    for i, art in enumerate(arts):
         art.set_body_scale(cfg.body_scale)
         art.set_physical_attr(cfg.attrs.attr())
         art.set_articulation_flag(ArticulationFlag.FIX_BASE, cfg.fix_base)
@@ -118,6 +118,15 @@ def get_drive_type(drive_pros):
             inertia = np.maximum(inertia, 1e-4)
             physical_body.set_mass_space_inertia_tensor(inertia)
 
+            if i == 0 and cfg.compute_uv:
+                render_body = art.get_render_body(name)
+                if render_body:
+                    render_body.set_projective_uv()
+
+                # TODO: will crash when exit if not explicitly delete.
+                # This may due to the destruction of render body order when exiting.
+                del render_body
+
 
 def is_rt_enabled() -> bool:
     """Check if Ray Tracing rendering backend is enabled in the default dexsim world.

From afbe1616301bac189f153c3bb518df9aac90da94 Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Sun, 14 Dec 2025 06:38:32 +0000
Subject: [PATCH 25/92] Change typing `Optional` to `|` to consistent with
 python 3.10 (#35)

---
 embodichain/agents/rl/algo/base.py            |   4 +-
 embodichain/agents/rl/algo/ppo.py             |   6 +-
 embodichain/agents/rl/models/mlp.py           |   2 +-
 embodichain/agents/rl/utils/trainer.py        |   2 +-
 .../envs/action_bank/configurable_action.py   |   2 +-
 embodichain/lab/gym/envs/action_bank/utils.py |   6 +-
 embodichain/lab/gym/envs/base_env.py          |   8 +-
 embodichain/lab/gym/envs/embodied_env.py      |  14 +--
 .../lab/gym/envs/managers/observations.py     |  10 +-
 .../envs/managers/randomization/rendering.py  |  50 ++++-----
 .../envs/managers/randomization/spatial.py    |  34 +++---
 .../lab/gym/envs/tasks/rl/push_cube.py        |   4 +-
 .../tasks/tableware/pour_water/action_bank.py |   6 +-
 .../lab/gym/envs/tasks/tableware/scoop_ice.py |   4 +-
 embodichain/lab/gym/utils/gym_utils.py        |   4 +-
 embodichain/lab/gym/utils/misc.py             |  34 +++---
 embodichain/lab/sim/cfg.py                    |  34 +++---
 embodichain/lab/sim/common.py                 |  11 +-
 embodichain/lab/sim/material.py               |  12 +--
 embodichain/lab/sim/objects/articulation.py   | 100 +++++++++---------
 embodichain/lab/sim/objects/gizmo.py          |   6 +-
 embodichain/lab/sim/objects/light.py          |  26 ++---
 .../lab/sim/objects/rigid_object_group.py     |  24 ++---
 embodichain/lab/sim/objects/robot.py          |  93 ++++++++--------
 embodichain/lab/sim/objects/soft_object.py    |  18 ++--
 embodichain/lab/sim/planners/base_planner.py  |  10 +-
 .../lab/sim/planners/motion_generator.py      |  22 ++--
 .../lab/sim/planners/toppra_planner.py        |   2 +-
 embodichain/lab/sim/robots/cobotmagic.py      |   6 +-
 .../lab/sim/robots/dexforce_w1/params.py      |   4 +-
 .../lab/sim/robots/dexforce_w1/utils.py       |  26 ++---
 embodichain/lab/sim/sensors/base_sensor.py    |   6 +-
 embodichain/lab/sim/sensors/camera.py         |  27 +++--
 embodichain/lab/sim/sensors/stereo.py         |  12 +--
 embodichain/lab/sim/shapes.py                 |   4 +-
 embodichain/lab/sim/sim_manager.py            |  74 ++++++-------
 embodichain/lab/sim/solvers/base_solver.py    |  26 +++--
 .../lab/sim/solvers/differential_solver.py    |  16 +--
 .../sim/solvers/null_space_posture_task.py    |   6 +-
 embodichain/lab/sim/solvers/opw_solver.py     |   4 +-
 embodichain/lab/sim/solvers/pink_solver.py    |  22 ++--
 .../lab/sim/solvers/pinocchio_solver.py       |  22 ++--
 embodichain/lab/sim/solvers/pytorch_solver.py |  26 ++---
 embodichain/lab/sim/solvers/srs_solver.py     |   6 +-
 embodichain/lab/sim/utility/mesh_utils.py     |  14 +--
 embodichain/lab/sim/utility/sim_utils.py      |   6 +-
 embodichain/lab/sim/utility/solver_utils.py   |   8 +-
 embodichain/lab/sim/utility/tensor.py         |   4 +-
 .../toolkits/urdf_assembly/component.py       |   4 +-
 .../toolkits/urdf_assembly/logging_utils.py   |   3 +-
 embodichain/toolkits/urdf_assembly/sensor.py  |  56 +++++-----
 .../urdf_assembly/urdf_assembly_manager.py    |   8 +-
 embodichain/utils/cfg.py                      |  22 ++--
 embodichain/utils/configclass.py              |   4 +-
 embodichain/utils/file.py                     |  10 +-
 embodichain/utils/math.py                     |   6 +-
 embodichain/utils/module_utils.py             |  10 +-
 embodichain/utils/utility.py                  |   8 +-
 pyproject.toml                                |   1 +
 59 files changed, 500 insertions(+), 499 deletions(-)

diff --git a/embodichain/agents/rl/algo/base.py b/embodichain/agents/rl/algo/base.py
index 1cb23309..8d74a918 100644
--- a/embodichain/agents/rl/algo/base.py
+++ b/embodichain/agents/rl/algo/base.py
@@ -16,7 +16,7 @@
 
 from __future__ import annotations
 
-from typing import Dict, Any, Optional, Callable
+from typing import Dict, Any, Callable
 import torch
 
 
@@ -42,7 +42,7 @@ def collect_rollout(
         policy,
         obs: torch.Tensor,
         num_steps: int,
-        on_step_callback: Optional[Callable] = None,
+        on_step_callback: Callable | None = None,
     ) -> Dict[str, Any]:
         """Collect trajectories and return logging info (e.g., reward components)."""
         raise NotImplementedError
diff --git a/embodichain/agents/rl/algo/ppo.py b/embodichain/agents/rl/algo/ppo.py
index 2ecc195e..afd636e7 100644
--- a/embodichain/agents/rl/algo/ppo.py
+++ b/embodichain/agents/rl/algo/ppo.py
@@ -15,7 +15,7 @@
 # ----------------------------------------------------------------------------
 
 import torch
-from typing import Dict, Any, Tuple, Callable, Optional
+from typing import Dict, Any, Tuple, Callable
 
 from embodichain.agents.rl.utils import AlgorithmCfg
 from embodichain.agents.rl.buffer import RolloutBuffer
@@ -41,7 +41,7 @@ def __init__(self, cfg: PPOCfg, policy):
         self.policy = policy
         self.device = torch.device(cfg.device)
         self.optimizer = torch.optim.Adam(policy.parameters(), lr=cfg.learning_rate)
-        self.buffer: Optional[RolloutBuffer] = None
+        self.buffer: RolloutBuffer | None = None
         # no per-rollout aggregation for dense logging
 
     def _compute_gae(
@@ -76,7 +76,7 @@ def collect_rollout(
         policy,
         obs: torch.Tensor,
         num_steps: int,
-        on_step_callback: Optional[Callable] = None,
+        on_step_callback: Callable | None = None,
     ) -> Dict[str, Any]:
         """Collect a rollout. Algorithm controls the data collection process."""
         if self.buffer is None:
diff --git a/embodichain/agents/rl/models/mlp.py b/embodichain/agents/rl/models/mlp.py
index d839f63d..327e96b6 100644
--- a/embodichain/agents/rl/models/mlp.py
+++ b/embodichain/agents/rl/models/mlp.py
@@ -17,7 +17,7 @@
 from __future__ import annotations
 
 from functools import reduce
-from typing import Iterable, List, Optional, Sequence, Tuple, Union
+from typing import Iterable, List, Sequence, Tuple, Union
 
 import torch
 import torch.nn as nn
diff --git a/embodichain/agents/rl/utils/trainer.py b/embodichain/agents/rl/utils/trainer.py
index 0ae1fb1e..88c04908 100644
--- a/embodichain/agents/rl/utils/trainer.py
+++ b/embodichain/agents/rl/utils/trainer.py
@@ -16,7 +16,7 @@
 
 from __future__ import annotations
 
-from typing import Dict, Any, Tuple, Callable, Optional
+from typing import Dict, Any, Tuple, Callable
 import time
 import numpy as np
 import torch
diff --git a/embodichain/lab/gym/envs/action_bank/configurable_action.py b/embodichain/lab/gym/envs/action_bank/configurable_action.py
index 97a73da0..62144cfc 100644
--- a/embodichain/lab/gym/envs/action_bank/configurable_action.py
+++ b/embodichain/lab/gym/envs/action_bank/configurable_action.py
@@ -21,7 +21,7 @@
 import matplotlib.pyplot as plt
 
 from copy import deepcopy
-from typing import Dict, Tuple, Union, List, Callable, Any, Optional
+from typing import Dict, Tuple, Union, List, Callable, Any
 from tqdm import tqdm
 from functools import partial
 
diff --git a/embodichain/lab/gym/envs/action_bank/utils.py b/embodichain/lab/gym/envs/action_bank/utils.py
index 52fb7c08..255e5b8f 100644
--- a/embodichain/lab/gym/envs/action_bank/utils.py
+++ b/embodichain/lab/gym/envs/action_bank/utils.py
@@ -16,7 +16,7 @@
 import numpy as np
 
 from copy import deepcopy
-from typing import List, Union, Optional
+from typing import List
 
 from embodichain.utils import logger
 from embodichain.lab.gym.utils.misc import validation_with_process_from_name
@@ -33,7 +33,7 @@ def generate_affordance_from_src(
     env,
     src_key: str,
     dst_key: str,
-    valid_funcs_name_kwargs_proc: Optional[List] = None,
+    valid_funcs_name_kwargs_proc: list | None = None,
     to_array: bool = True,
 ) -> bool:
     """Generate a new affordance entry in env.affordance_datas by applying a validation and processing
@@ -43,7 +43,7 @@ def generate_affordance_from_src(
         env: The environment object containing affordance data.
         src_key (str): The key of the source affordance in env.affordance_datas.
         dst_key (str): The key to store the generated affordance in env.affordance_datas.
-        valid_funcs_name_kwargs_proc (Optional[List]): A list of validation or processing functions (with kwargs)
+        valid_funcs_name_kwargs_proc (list | None): A list of validation or processing functions (with kwargs)
             to apply to the source affordance. Defaults to an empty list.
         to_array (bool): Whether to convert the result to a numpy array before storing. Defaults to True.
 
diff --git a/embodichain/lab/gym/envs/base_env.py b/embodichain/lab/gym/envs/base_env.py
index 8ee19b6f..244a94a7 100644
--- a/embodichain/lab/gym/envs/base_env.py
+++ b/embodichain/lab/gym/envs/base_env.py
@@ -17,7 +17,7 @@
 import torch
 import gymnasium as gym
 
-from typing import Dict, List, Union, Tuple, Any, Optional, Sequence
+from typing import Dict, List, Union, Tuple, Any, Sequence
 from functools import cached_property
 
 from embodichain.lab.sim.types import EnvObs, EnvAction
@@ -41,7 +41,7 @@ class EnvCfg:
     sim_cfg: SimulationManagerCfg = SimulationManagerCfg()
     """Simulation configuration for the environment."""
 
-    seed: Optional[int] = None
+    seed: int | None = None
     """The seed for the random number generator. Defaults to -1, in which case the seed is not set.
 
     Note:
@@ -272,7 +272,7 @@ def _update_sim_state(self, **kwargs):
         # TODO: Add randomization event here.
         pass
 
-    def _initialize_episode(self, env_ids: Optional[Sequence[int]] = None, **kwargs):
+    def _initialize_episode(self, env_ids: Sequence[int] | None = None, **kwargs):
         """Initialize the simulation assets before each episode. Randomization can be performed at this stage.
 
         Args:
@@ -427,7 +427,7 @@ def _step_action(self, action: EnvAction) -> EnvAction:
         pass
 
     def reset(
-        self, seed: Optional[int] = None, options: Optional[Dict] = None
+        self, seed: int | None = None, options: dict | None = None
     ) -> Tuple[EnvObs, Dict]:
         """Reset the SimulationManager environment and return the observation and info.
 
diff --git a/embodichain/lab/gym/envs/embodied_env.py b/embodichain/lab/gym/envs/embodied_env.py
index 601055a0..afb01a0f 100644
--- a/embodichain/lab/gym/envs/embodied_env.py
+++ b/embodichain/lab/gym/envs/embodied_env.py
@@ -20,7 +20,7 @@
 import gymnasium as gym
 
 from dataclasses import MISSING
-from typing import Dict, Union, Optional, Sequence, Tuple, Any, List
+from typing import Dict, Union, Sequence, Tuple, Any, List
 
 from embodichain.lab.sim.cfg import (
     RobotCfg,
@@ -253,7 +253,7 @@ def get_affordance(self, key: str, default: Any = None):
         return self.affordance_datas.get(key, default)
 
     def reset(
-        self, seed: Optional[int] = None, options: Optional[Dict] = None
+        self, seed: int | None = None, options: dict | None = None
     ) -> Tuple[EnvObs, Dict]:
         obs, info = super().reset(seed=seed, options=options)
 
@@ -297,7 +297,7 @@ def _update_sim_state(self, **kwargs) -> None:
                 self.event_manager.apply(mode="interval")
 
     def _initialize_episode(
-        self, env_ids: Optional[Sequence[int]] = None, **kwargs
+        self, env_ids: Sequence[int] | None = None, **kwargs
     ) -> None:
         # apply events such as randomization for environments that need a reset
         if self.cfg.events:
@@ -439,20 +439,20 @@ def preview_sensor_data(
             plt.imshow(view)
             plt.savefig(f"sensor_data_{data_type}.png")
 
-    def create_demo_action_list(self, *args, **kwargs) -> Optional[Sequence[EnvAction]]:
+    def create_demo_action_list(self, *args, **kwargs) -> Sequence[EnvAction] | None:
         """Create a demonstration action list for the environment.
 
         This function should be implemented in subclasses to generate a sequence of actions
         that demonstrate a specific task or behavior within the environment.
 
         Returns:
-            Optional[Sequence[EnvAction]]: A list of actions if a demonstration is available, otherwise None.
+            Sequence[EnvAction] | None: A list of actions if a demonstration is available, otherwise None.
         """
         raise NotImplementedError(
             "The method 'create_demo_action_list' must be implemented in subclasses."
         )
 
-    def to_dataset(self, id: str, save_path: str = None) -> Optional[str]:
+    def to_dataset(self, id: str, save_path: str = None) -> str | None:
         """Convert the recorded episode data to a dataset format.
 
         Args:
@@ -460,7 +460,7 @@ def to_dataset(self, id: str, save_path: str = None) -> Optional[str]:
             save_path (str, optional): Path to save the dataset. If None, use config or default.
 
         Returns:
-            Optional[str]: The path to the saved dataset, or None if failed.
+            str | None: The path to the saved dataset, or None if failed.
         """
         raise NotImplementedError(
             "The method 'to_dataset' will be implemented in the near future."
diff --git a/embodichain/lab/gym/envs/managers/observations.py b/embodichain/lab/gym/envs/managers/observations.py
index faf65100..db0dc220 100644
--- a/embodichain/lab/gym/envs/managers/observations.py
+++ b/embodichain/lab/gym/envs/managers/observations.py
@@ -19,7 +19,7 @@
 import torch
 import os
 import random
-from typing import TYPE_CHECKING, Literal, Union, Optional, List, Dict, Sequence
+from typing import TYPE_CHECKING, Literal, Union, List, Dict, Sequence
 
 from embodichain.lab.sim.objects import RigidObject, Articulation, Robot
 from embodichain.lab.sim.sensors import Camera, StereoCamera
@@ -388,7 +388,7 @@ def _project_3d_to_2d(
         return points_2d
 
     def _get_gripper_ratio(
-        self, control_part: str, gripper_qpos: Optional[torch.Tensor] = None
+        self, control_part: str, gripper_qpos: torch.Tensor | None = None
     ):
         robot: Robot = self._env.robot
         gripper_max_limit = robot.body_data.qpos_limits[
@@ -402,11 +402,11 @@ def _get_gripper_ratio(
 
     def _get_robot_exteroception(
         self,
-        control_part: Optional[str] = None,
+        control_part: str | None = None,
         x_interval: float = 0.02,
         y_interval: float = 0.02,
         kpnts_number: int = 12,
-        offset: Optional[Union[List, torch.Tensor]] = None,
+        offset: list | torch.Tensor | None = None,
         follow_eef: bool = False,
     ) -> torch.Tensor:
         """Get the robot exteroception poses.
@@ -468,7 +468,7 @@ def _get_object_exteroception(
         y_interval: float = 0.02,
         kpnts_number: int = 12,
         is_arena_coord: bool = False,
-        follow_eef: Optional[str] = None,
+        follow_eef: str | None = None,
     ) -> torch.Tensor:
         """Get the rigid object exteroception poses.
 
diff --git a/embodichain/lab/gym/envs/managers/randomization/rendering.py b/embodichain/lab/gym/envs/managers/randomization/rendering.py
index 77d39604..b1e378d8 100644
--- a/embodichain/lab/gym/envs/managers/randomization/rendering.py
+++ b/embodichain/lab/gym/envs/managers/randomization/rendering.py
@@ -19,7 +19,7 @@
 import torch
 import os
 import random
-from typing import TYPE_CHECKING, Literal, Union, Optional, Dict
+from typing import TYPE_CHECKING, Literal, Union, Dict
 
 from embodichain.lab.sim.objects import Light, RigidObject, Articulation
 from embodichain.lab.sim.sensors import Camera, StereoCamera
@@ -55,11 +55,11 @@ def randomize_camera_extrinsics(
     env: EmbodiedEnv,
     env_ids: Union[torch.Tensor, None],
     entity_cfg: SceneEntityCfg,
-    pos_range: Optional[tuple[list[float], list[float]]] = None,
-    euler_range: Optional[tuple[list[float], list[float]]] = None,
-    eye_range: Optional[tuple[list[float], list[float]]] = None,
-    target_range: Optional[tuple[list[float], list[float]]] = None,
-    up_range: Optional[tuple[list[float], list[float]]] = None,
+    pos_range: tuple[list[float], list[float]] | None = None,
+    euler_range: tuple[list[float], list[float]] | None = None,
+    eye_range: tuple[list[float], list[float]] | None = None,
+    target_range: tuple[list[float], list[float]] | None = None,
+    up_range: tuple[list[float], list[float]] | None = None,
 ) -> None:
     """
     Randomize camera extrinsic properties (position and orientation).
@@ -177,9 +177,9 @@ def randomize_light(
     env: EmbodiedEnv,
     env_ids: Union[torch.Tensor, None],
     entity_cfg: SceneEntityCfg,
-    position_range: Optional[tuple[list[float], list[float]]] = None,
-    color_range: Optional[tuple[list[float], list[float]]] = None,
-    intensity_range: Optional[tuple[float, float]] = None,
+    position_range: tuple[list[float], list[float]] | None = None,
+    color_range: tuple[list[float], list[float]] | None = None,
+    intensity_range: tuple[float, float] | None = None,
 ) -> None:
     """Randomize light properties by adding, scaling, or setting random values.
 
@@ -205,9 +205,9 @@ def randomize_light(
         env (EmbodiedEnv): The environment instance.
         env_ids (Union[torch.Tensor, None]): The environment IDs to apply the randomization.
         entity_cfg (SceneEntityCfg): The configuration of the scene entity to randomize.
-        position_range (Optional[tuple[list[float], list[float]]]): The range for the position randomization.
-        color_range (Optional[tuple[list[float], list[float]]]): The range for the color randomization.
-        intensity_range (Optional[tuple[float, float]]): The range for the intensity randomization.
+        position_range (tuple[list[float], list[float]] | None): The range for the position randomization.
+        color_range (tuple[list[float], list[float]] | None): The range for the color randomization.
+        intensity_range (tuple[float, float] | None): The range for the intensity randomization.
     """
 
     light: Light = env.sim.get_light(entity_cfg.uid)
@@ -259,10 +259,10 @@ def randomize_camera_intrinsics(
     env: EmbodiedEnv,
     env_ids: Union[torch.Tensor, None],
     entity_cfg: SceneEntityCfg,
-    focal_x_range: Optional[tuple[float, float]] = None,
-    focal_y_range: Optional[tuple[float, float]] = None,
-    cx_range: Optional[tuple[float, float]] = None,
-    cy_range: Optional[tuple[float, float]] = None,
+    focal_x_range: tuple[float, float] | None = None,
+    focal_y_range: tuple[float, float] | None = None,
+    cx_range: tuple[float, float] | None = None,
+    cy_range: tuple[float, float] | None = None,
 ) -> None:
     """Randomize camera intrinsic properties by adding, scaling, or setting random values.
 
@@ -289,10 +289,10 @@ def randomize_camera_intrinsics(
         env (EmbodiedEnv): The environment instance.
         env_ids (Union[torch.Tensor, None]): The environment IDs to apply the randomization.
         entity_cfg (SceneEntityCfg): The configuration of the scene entity to randomize.
-        focal_x_range (Optional[tuple[float, float]]): The range for the focal length x randomization.
-        focal_y_range (Optional[tuple[float, float]]): The range for the focal length y randomization.
-        cx_range (Optional[tuple[float, float]]): The range for the principal point x randomization.
-        cy_range (Optional[tuple[float, float]]): The range for the principal point y randomization.
+        focal_x_range (tuple[float, float] | None): The range for the focal length x randomization.
+        focal_y_range (tuple[float, float] | None): The range for the focal length y randomization.
+        cx_range (tuple[float, float] | None): The range for the principal point x randomization.
+        cy_range (tuple[float, float] | None): The range for the principal point y randomization.
     """
 
     camera: Union[Camera, StereoCamera] = env.sim.get_sensor(entity_cfg.uid)
@@ -500,11 +500,11 @@ def __call__(
         env_ids: Union[torch.Tensor, None],
         entity_cfg: SceneEntityCfg,
         random_texture_prob: float = 0.5,
-        texture_path: Optional[str] = None,
-        base_color_range: Optional[tuple[list[float], list[float]]] = None,
-        metallic_range: Optional[tuple[float, float]] = None,
-        roughness_range: Optional[tuple[float, float]] = None,
-        ior_range: Optional[tuple[float, float]] = None,
+        texture_path: str | None = None,
+        base_color_range: tuple[list[float], list[float]] | None = None,
+        metallic_range: tuple[float, float] | None = None,
+        roughness_range: tuple[float, float] | None = None,
+        ior_range: tuple[float, float] | None = None,
     ):
         from embodichain.lab.sim.utility import is_rt_enabled
 
diff --git a/embodichain/lab/gym/envs/managers/randomization/spatial.py b/embodichain/lab/gym/envs/managers/randomization/spatial.py
index 65ab422e..a63c5fa7 100644
--- a/embodichain/lab/gym/envs/managers/randomization/spatial.py
+++ b/embodichain/lab/gym/envs/managers/randomization/spatial.py
@@ -17,7 +17,7 @@
 from __future__ import annotations
 
 import torch
-from typing import TYPE_CHECKING, Literal, Union, Optional, List
+from typing import TYPE_CHECKING, Literal, Union, List
 
 from embodichain.lab.sim.objects import RigidObject, Robot
 from embodichain.lab.gym.envs.managers.cfg import SceneEntityCfg
@@ -32,8 +32,8 @@
 def get_random_pose(
     init_pos: torch.Tensor,
     init_rot: torch.Tensor,
-    position_range: Optional[tuple[list[float], list[float]]] = None,
-    rotation_range: Optional[tuple[list[float], list[float]]] = None,
+    position_range: tuple[list[float], list[float]] | None = None,
+    rotation_range: tuple[list[float], list[float]] | None = None,
     relative_position: bool = True,
     relative_rotation: bool = False,
 ) -> torch.Tensor:
@@ -42,8 +42,8 @@ def get_random_pose(
     Args:
         init_pos (torch.Tensor): The initial position tensor of shape (num_instance, 3).
         init_rot (torch.Tensor): The initial rotation tensor of shape (num_instance, 3, 3).
-        position_range (Optional[tuple[list[float], list[float]]]): The range for the position randomization.
-        rotation_range (Optional[tuple[list[float], list[float]]]): The range for the rotation randomization.
+        position_range (tuple[list[float], list[float]] | None): The range for the position randomization.
+        rotation_range (tuple[list[float], list[float]] | None): The range for the rotation randomization.
             The rotation is represented as Euler angles (roll, pitch, yaw) in degree.
         relative_position (bool): Whether to randomize the position relative to the initial position. Default is True.
         relative_rotation (bool): Whether to randomize the rotation relative to the initial rotation. Default is False.
@@ -103,8 +103,8 @@ def randomize_rigid_object_pose(
     env: EmbodiedEnv,
     env_ids: Union[torch.Tensor, None],
     entity_cfg: SceneEntityCfg,
-    position_range: Optional[tuple[list[float], list[float]]] = None,
-    rotation_range: Optional[tuple[list[float], list[float]]] = None,
+    position_range: tuple[list[float], list[float]] | None = None,
+    rotation_range: tuple[list[float], list[float]] | None = None,
     relative_position: bool = True,
     relative_rotation: bool = False,
 ) -> None:
@@ -114,8 +114,8 @@ def randomize_rigid_object_pose(
         env (EmbodiedEnv): The environment instance.
         env_ids (Union[torch.Tensor, None]): The environment IDs to apply the randomization.
         entity_cfg (SceneEntityCfg): The configuration of the scene entity to randomize.
-        position_range (Optional[tuple[list[float], list[float]]]): The range for the position randomization.
-        rotation_range (Optional[tuple[list[float], list[float]]]): The range for the rotation randomization.
+        position_range (tuple[list[float], list[float]] | None): The range for the position randomization.
+        rotation_range (tuple[list[float], list[float]] | None): The range for the rotation randomization.
             The rotation is represented as Euler angles (roll, pitch, yaw) in degree.
         relative_position (bool): Whether to randomize the position relative to the object's initial position. Default is True.
         relative_rotation (bool): Whether to randomize the rotation relative to the object's initial rotation. Default is False.
@@ -157,8 +157,8 @@ def randomize_robot_eef_pose(
     env: EmbodiedEnv,
     env_ids: Union[torch.Tensor, None],
     entity_cfg: SceneEntityCfg,
-    position_range: Optional[tuple[list[float], list[float]]] = None,
-    rotation_range: Optional[tuple[list[float], list[float]]] = None,
+    position_range: tuple[list[float], list[float]] | None = None,
+    rotation_range: tuple[list[float], list[float]] | None = None,
 ) -> None:
     """Randomize the initial end-effector pose of a robot in the environment.
 
@@ -171,8 +171,8 @@ def randomize_robot_eef_pose(
         env_ids (Union[torch.Tensor, None]): The environment IDs to apply the randomization.
         robot_name (str): The name of the robot.
         entity_cfg (SceneEntityCfg): The configuration of the scene entity to randomize.
-        position_range (Optional[tuple[list[float], list[float]]]): The range for the position randomization.
-        rotation_range (Optional[tuple[list[float], list[float]]]): The range for the rotation randomization.
+        position_range (tuple[list[float], list[float]] | None): The range for the position randomization.
+        rotation_range (tuple[list[float], list[float]] | None): The range for the rotation randomization.
             The rotation is represented as Euler angles (roll, pitch, yaw) in degree.
     """
 
@@ -220,9 +220,9 @@ def randomize_robot_qpos(
     env: EmbodiedEnv,
     env_ids: Union[torch.Tensor, None],
     entity_cfg: SceneEntityCfg,
-    qpos_range: Optional[tuple[list[float], list[float]]] = None,
+    qpos_range: tuple[list[float], list[float]] | None = None,
     relative_qpos: bool = True,
-    joint_ids: Optional[List[int]] = None,
+    joint_ids: List[int] | None = None,
 ) -> None:
     """Randomize the initial joint positions of a robot in the environment.
 
@@ -230,9 +230,9 @@ def randomize_robot_qpos(
         env (EmbodiedEnv): The environment instance.
         env_ids (Union[torch.Tensor, None]): The environment IDs to apply the randomization.
         entity_cfg (SceneEntityCfg): The configuration of the scene entity to randomize.
-        qpos_range (Optional[tuple[list[float], list[float]]]): The range for the joint position randomization.
+        qpos_range (tuple[list[float], list[float]] | None): The range for the joint position randomization.
         relative_qpos (bool): Whether to randomize the joint positions relative to the current joint positions. Default is True.
-        joint_ids (Optional[List[int]]): The list of joint IDs to randomize. If None, all joints will be randomized.
+        joint_ids (List[int] | None): The list of joint IDs to randomize. If None, all joints will be randomized.
     """
     if qpos_range is None:
         return
diff --git a/embodichain/lab/gym/envs/tasks/rl/push_cube.py b/embodichain/lab/gym/envs/tasks/rl/push_cube.py
index 412877e7..4aef16c8 100644
--- a/embodichain/lab/gym/envs/tasks/rl/push_cube.py
+++ b/embodichain/lab/gym/envs/tasks/rl/push_cube.py
@@ -16,7 +16,7 @@
 
 import torch
 import numpy as np
-from typing import Dict, Any, Optional, Sequence
+from typing import Dict, Any, Sequence
 from gymnasium import spaces
 
 from embodichain.lab.gym.utils.registration import register_env
@@ -101,7 +101,7 @@ def _init_sim_state(self, **kwargs):
             )
 
     def _initialize_episode(
-        self, env_ids: Optional[Sequence[int]] = None, **kwargs
+        self, env_ids: Sequence[int] | None = None, **kwargs
     ) -> None:
         super()._initialize_episode(env_ids=env_ids, **kwargs)
         cube = self.sim.get_rigid_object("cube")
diff --git a/embodichain/lab/gym/envs/tasks/tableware/pour_water/action_bank.py b/embodichain/lab/gym/envs/tasks/tableware/pour_water/action_bank.py
index 8938aeb6..321c28ae 100644
--- a/embodichain/lab/gym/envs/tasks/tableware/pour_water/action_bank.py
+++ b/embodichain/lab/gym/envs/tasks/tableware/pour_water/action_bank.py
@@ -17,7 +17,7 @@
 import torch
 import numpy as np
 from copy import deepcopy
-from typing import Dict, Tuple, Union, List, Any, Optional, Callable
+from typing import Dict, List
 from embodichain.lab.gym.envs.action_bank.configurable_action import (
     ActionBank,
     tag_node,
@@ -44,7 +44,7 @@ class PourWaterActionBank(ActionBank):
     @resolve_env_params
     def generate_left_arm_aim_qpos(
         env,
-        valid_funcs_name_kwargs_proc: Optional[List] = None,
+        valid_funcs_name_kwargs_proc: List | None = None,
     ):
         # FIXME FIXME FIXME FIXME
         logger.log_warning(
@@ -69,7 +69,7 @@ def generate_left_arm_aim_qpos(
     # DONE: valid & process qpos & fk
     def generate_right_arm_aim_qpos(
         env,
-        valid_funcs_name_kwargs_proc: Optional[List] = None,
+        valid_funcs_name_kwargs_proc: list | None = None,
     ):
         # FIXME FIXME FIXME FIXME
         logger.log_warning(
diff --git a/embodichain/lab/gym/envs/tasks/tableware/scoop_ice.py b/embodichain/lab/gym/envs/tasks/tableware/scoop_ice.py
index 46f6afad..6a3c4c50 100644
--- a/embodichain/lab/gym/envs/tasks/tableware/scoop_ice.py
+++ b/embodichain/lab/gym/envs/tasks/tableware/scoop_ice.py
@@ -20,7 +20,7 @@
 import pickle
 
 from copy import deepcopy
-from typing import Optional, Sequence
+from typing import Sequence
 from scipy.spatial.transform import Rotation as R
 
 from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
@@ -134,7 +134,7 @@ def pack_qpos(self):
         return all_qpos
 
     def _initialize_episode(
-        self, env_ids: Optional[Sequence[int]] = None, **kwargs
+        self, env_ids: Sequence[int] | None = None, **kwargs
     ) -> None:
 
         left_arm_ids = self.robot.get_joint_ids(name="left_arm")
diff --git a/embodichain/lab/gym/utils/gym_utils.py b/embodichain/lab/gym/utils/gym_utils.py
index 1cf433a6..0f92abb7 100644
--- a/embodichain/lab/gym/utils/gym_utils.py
+++ b/embodichain/lab/gym/utils/gym_utils.py
@@ -18,7 +18,7 @@
 import torch
 import dexsim
 
-from typing import Dict, Any, List, Tuple, Union, Sequence, Optional
+from typing import Dict, Any, List, Tuple, Union, Sequence
 from gymnasium import spaces
 from copy import deepcopy
 
@@ -124,7 +124,7 @@ def batch(*args: Tuple[Union[np.ndarray, Dict]]):
     return tuple(x)
 
 
-def to_tensor(array: Array, device: Optional[Device] = None):
+def to_tensor(array: Array, device: Device | None = None):
     """
     Maps any given sequence to a torch tensor on the CPU/GPU. If physx gpu is not enabled then we use CPU, otherwise GPU, unless specified
     by the device argument
diff --git a/embodichain/lab/gym/utils/misc.py b/embodichain/lab/gym/utils/misc.py
index b95e0ce5..b669e6cf 100644
--- a/embodichain/lab/gym/utils/misc.py
+++ b/embodichain/lab/gym/utils/misc.py
@@ -28,7 +28,7 @@
 from collections import OrderedDict
 from importlib import import_module
 from scipy.spatial.transform import Rotation as R
-from typing import Any, Dict, List, Tuple, Union, Sequence, Callable, Optional, Mapping
+from typing import Any, Dict, List, Tuple, Union, Sequence, Callable, Mapping
 
 import numpy as np
 
@@ -1063,7 +1063,7 @@ def validation_with_process_from_name(
     env,
     input: List[np.ndarray],
     valid_funcs_name_kwargs_proc: List[Dict[str, Any]],
-    module_names: Optional[List[str]] = None,
+    module_names: List[str] | None = None,
 ):
     """Apply a sequence of validation and processing functions (by name) to the input data.
 
@@ -1095,28 +1095,34 @@ def _get_valid_grasp(
     grasp_list: List[np.ndarray],
     valid_funcs_name_kwargs_proc: List[Union[str, Dict[str, Any]]],
 ) -> np.ndarray:
-    """TODO 懒狗了，总而言之言而总之就是一个函数，可以集成一堆validation function，检验grasp_pose是否valid，也可以再特定的alidatrion function后面跟一堆process
+    """
+    Validate a list of grasp poses using a sequence of validation and processing functions.
+
+    This function iterates through each grasp in `grasp_list`, applies a series of validation
+    and processing functions (specified in `valid_funcs_name_kwargs_proc`), and returns the first
+    grasp pose that passes all validations. If no valid grasp is found, returns None.
 
     Args:
-        env: TODO
-        grasp_list (List[np.ndarray]): TODO
-        validation_func_names_kwargs (Dict[str, dict]): TODO
-        validation_func_names_process (Optional[Dict[str, Dict[str, dict]]], optional): TODO. Defaults to None.
+        env: The environment object, used for method lookup and as context for validation functions.
+        grasp_list (List[np.ndarray]): List of grasp objects or poses to be validated.
+        valid_funcs_name_kwargs_proc (List[Union[str, Dict[str, Any]]]): List of validation function
+            specifications. Each item can be a function name (str) or a dict specifying the function
+            name, kwargs, and optional processing steps.
 
     Returns:
-        np.ndarray: TODO
+        np.ndarray or None: The first valid grasp pose, or None if none are valid.
     """
     valid_func_kwargs_proc = find_funcs_with_kwargs(
         valid_funcs_name_kwargs_proc, instances=[env], module_names=[__name__]
     )
 
     for grasp in grasp_list:
-        grasp_pose = grasp.pose  # TODO: be a func?
+        grasp_pose = grasp.pose  # TODO: Should this be a method?
         grasp_pose = validate_with_process(env, grasp_pose, valid_func_kwargs_proc)
-        # The loop is broken as ONE validation results is False
+        # Skip if any validation fails
         if grasp_pose is None:
             continue
-        # All validation results are True in the loop
+        # Return the first valid grasp pose
         else:
             return grasp_pose
     return None
@@ -1174,8 +1180,8 @@ def wrapper(*args, **kwargs):
 
 def multi_output_factory_function(
     func_name: Union[str, Callable],
-    instances: Optional[List] = None,
-    module_names: Optional[List[str]] = None,
+    instances: List | None = None,
+    module_names: List[str] | None = None,
     output_num: int = 1,
 ) -> Callable:
     """
@@ -1332,7 +1338,7 @@ def get_fk_xpos(
 
 
 # FIXME: remove
-def data_key_to_control_part(robot, control_parts, data_key: str) -> Optional[str]:
+def data_key_to_control_part(robot, control_parts, data_key: str) -> str | None:
     # TODO: Temporary workaround, should be removed after refactoring data dict extractor.
     # @lru_cache(max_size=None) # NOTE: no way to pass a hashable parameter
     def is_eef_hand(robot, control_parts) -> bool:
diff --git a/embodichain/lab/sim/cfg.py b/embodichain/lab/sim/cfg.py
index 55bdfb59..9fef7b58 100644
--- a/embodichain/lab/sim/cfg.py
+++ b/embodichain/lab/sim/cfg.py
@@ -19,7 +19,7 @@
 import numpy as np
 import torch
 
-from typing import Sequence, Union, Dict, Literal, List, Optional, Any
+from typing import Sequence, Union, Dict, Literal, List, Any
 from dataclasses import field, MISSING
 
 from dexsim.types import (
@@ -403,7 +403,7 @@ class ObjectBaseCfg:
     init_rot: tuple[float, float, float] = (0.0, 0.0, 0.0)
     """Euler angles (in degree) of the root in simulation world frame. Defaults to (0.0, 0.0, 0.0)."""
 
-    init_local_pose: Optional[np.ndarray] = None
+    init_local_pose: np.ndarray | None = None
     """4x4 transformation matrix of the root in local frame. If specified, it will override init_pos and init_rot."""
 
     @classmethod
@@ -554,7 +554,7 @@ class RigidObjectGroupCfg:
     body_type: Literal["dynamic", "kinematic"] = "dynamic"
     """Body type for all rigid objects in the group. """
 
-    folder_path: Optional[str] = None
+    folder_path: str | None = None
     """Path to the folder containing the rigid object assets.
     
     This is used to initialize multiple rigid object configurations from a folder.
@@ -641,10 +641,10 @@ class URDFCfg:
     base_link_name: str = "base_link"
     """Name of the base link in the assembled robot."""
 
-    fpath: Optional[str] = None
+    fpath: str | None = None
     """Full output file path for the assembled URDF. If specified, overrides fname and fpath_prefix."""
 
-    fname: Optional[str] = None
+    fname: str | None = None
     """Name used for output file and directory. If not specified, auto-generated from component names."""
 
     fpath_prefix: str = EMBODICHAIN_DEFAULT_DATA_ROOT + "/assembled"
@@ -652,10 +652,10 @@ class URDFCfg:
 
     def __init__(
         self,
-        components: Optional[List[Dict[str, Union[str, np.ndarray]]]] = None,
-        sensors: Optional[Dict[str, Dict[str, Union[str, np.ndarray]]]] = None,
-        fpath: Optional[str] = None,
-        fname: Optional[str] = None,
+        components: list[dict[str, str | np.ndarray]] | None = None,
+        sensors: dict[str, dict[str, str | np.ndarray]] | None = None,
+        fpath: str | None = None,
+        fname: str | None = None,
         fpath_prefix: str = EMBODICHAIN_DEFAULT_DATA_ROOT + "/assembled",
         use_signature_check: bool = True,
         base_link_name: str = "base_link",
@@ -664,14 +664,14 @@ def __init__(
         Initialize URDFCfg with optional list of components and output path settings.
 
         Args:
-            components (Optional[List[Dict]]): List of component configurations. Each dict should contain:
+            components (list[dict[str, str | np.ndarray]] | None): List of component configurations. Each dict should contain:
                 - 'component_type' (str): The type/name of the component (e.g., 'chassis', 'arm', 'hand').
                 - 'urdf_path' (str): Path to the component's URDF file.
-                - 'transform' (Optional[np.ndarray]): 4x4 transformation matrix (optional).
+                - 'transform' (np.ndarray | None): 4x4 transformation matrix (optional).
                 - Additional params can be included as extra keys.
-            sensors (Optional[Dict]): Sensor configurations for the robot.
-            fpath (Optional[str]): Full output file path for the assembled URDF. If specified, overrides fname and fpath_prefix.
-            fname (Optional[str]): Name used for output file and directory. If not specified, auto-generated from component names.
+            sensors (dict[str, dict[str, str | np.ndarray]] | None): Sensor configurations for the robot.
+            fpath (str | None): Full output file path for the assembled URDF. If specified, overrides fname and fpath_prefix.
+            fname (str | None): Name used for output file and directory. If not specified, auto-generated from component names.
             fpath_prefix (str): Output directory prefix for the assembled URDF file.
             use_signature_check (bool): Whether to use signature check when merging URDFs.
             base_link_name (str): Name of the base link in the assembled robot.
@@ -763,7 +763,7 @@ def add_component(
         self,
         component_type: str,
         urdf_path: str,
-        transform: Optional[np.ndarray] = None,
+        transform: np.ndarray | None = None,
         **params,
     ) -> URDFCfg:
         """Add a robot component to the assembly configuration.
@@ -772,7 +772,7 @@ def add_component(
             component_type (str): The type/name of the component. Should be one of SUPPORTED_COMPONENTS
                 (e.g., 'chassis', 'torso', 'head', 'left_arm', 'right_hand', 'arm', 'hand', etc.).
             urdf_path (str): Path to the component's URDF file.
-            transform (Optional[np.ndarray]): 4x4 transformation matrix for the component in the robot frame (default: None).
+            transform (np.ndarray | None): 4x4 transformation matrix for the component in the robot frame (default: None).
             **params: Additional keyword parameters for the component (e.g., color, material, etc.).
 
         Returns:
@@ -983,7 +983,7 @@ class RobotCfg(ArticulationCfg):
             After initialization of robot, the names will be expanded to a list of full joint names.
     """
 
-    urdf_cfg: Optional[URDFCfg] = None
+    urdf_cfg: URDFCfg | None = None
     """URDF assembly configuration which allows for assembling a robot from multiple URDF components.
     """
 
diff --git a/embodichain/lab/sim/common.py b/embodichain/lab/sim/common.py
index d129b5a6..4e5b9b33 100644
--- a/embodichain/lab/sim/common.py
+++ b/embodichain/lab/sim/common.py
@@ -20,8 +20,7 @@
 
 from dataclasses import dataclass
 from abc import ABC, abstractmethod
-from typing import List, TypeVar, Sequence, Optional
-from functools import cached_property
+from typing import List, TypeVar, Sequence
 
 from embodichain.lab.sim.cfg import ObjectBaseCfg
 from embodichain.utils import logger
@@ -43,7 +42,7 @@ class BatchEntity(ABC):
 
     """
 
-    uid: Optional[str] = None
+    uid: str | None = None
     cfg: ObjectBaseCfg = None
     _entities: List[T] = None
     device: torch.device = None
@@ -79,7 +78,7 @@ def num_instances(self) -> int:
 
     @abstractmethod
     def set_local_pose(
-        self, pose: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+        self, pose: torch.Tensor, env_ids: Sequence[int] | None = None
     ) -> None:
         pass
 
@@ -92,11 +91,11 @@ def pose(self) -> torch.Tensor:
         return self.get_local_pose(to_matrix=False)
 
     @abstractmethod
-    def reset(self, env_ids: Optional[Sequence[int]] = None) -> None:
+    def reset(self, env_ids: Sequence[int] | None = None) -> None:
         """Reset the entity to its initial state.
 
         Args:
-            env_ids (Optional[Sequence[int]]): The environment IDs to reset. If None, reset all environments.
+            env_ids (Sequence[int] | None): The environment IDs to reset. If None, reset all environments.
         """
         pass
 
diff --git a/embodichain/lab/sim/material.py b/embodichain/lab/sim/material.py
index fe6ad0db..c66c2c38 100644
--- a/embodichain/lab/sim/material.py
+++ b/embodichain/lab/sim/material.py
@@ -21,7 +21,7 @@
 import dexsim
 import numpy as np
 
-from typing import Optional, Dict, Union
+from typing import Dict, Union
 from functools import cached_property
 
 from dexsim.engine import MaterialInst, Material
@@ -227,7 +227,7 @@ def set_emissive_intensity(self, intensity: float) -> None:
         logger.log_error("Unimplemented: set_emissive_intensity")
 
     def set_base_color_texture(
-        self, texture_path: str = None, texture_data: Optional[torch.Tensor] = None
+        self, texture_path: str = None, texture_data: torch.Tensor | None = None
     ) -> None:
         """Set base color texture from file path or texture data.
 
@@ -257,7 +257,7 @@ def set_base_color_texture(
             inst.set_base_color_map(color_texture)
 
     def set_metallic_texture(
-        self, texture_path: str = None, texture_data: Optional[torch.Tensor] = None
+        self, texture_path: str = None, texture_data: torch.Tensor | None = None
     ) -> None:
         """Set metallic texture from file path or texture data.
 
@@ -287,7 +287,7 @@ def set_metallic_texture(
             inst.set_metallic_map(metallic_texture)
 
     def set_roughness_texture(
-        self, texture_path: str = None, texture_data: Optional[torch.Tensor] = None
+        self, texture_path: str = None, texture_data: torch.Tensor | None = None
     ) -> None:
         """Set roughness texture from file path or texture data.
 
@@ -317,7 +317,7 @@ def set_roughness_texture(
             inst.set_roughness_map(roughness_texture)
 
     def set_normal_texture(
-        self, texture_path: str = None, texture_data: Optional[torch.Tensor] = None
+        self, texture_path: str = None, texture_data: torch.Tensor | None = None
     ) -> None:
         """Set normal texture from file path or texture data.
 
@@ -347,7 +347,7 @@ def set_normal_texture(
             inst.set_normal_map(normal_texture)
 
     def set_ao_texture(
-        self, texture_path: str = None, texture_data: Optional[torch.Tensor] = None
+        self, texture_path: str = None, texture_data: torch.Tensor | None = None
     ) -> None:
         """Set ambient occlusion texture from file path or texture data.
 
diff --git a/embodichain/lab/sim/objects/articulation.py b/embodichain/lab/sim/objects/articulation.py
index 7698fc11..b20650ac 100644
--- a/embodichain/lab/sim/objects/articulation.py
+++ b/embodichain/lab/sim/objects/articulation.py
@@ -20,7 +20,7 @@
 
 from dataclasses import dataclass
 from functools import cached_property
-from typing import List, Sequence, Optional, Dict, Union, Tuple
+from typing import List, Sequence, Dict, Union, Tuple
 
 from dexsim.engine import Articulation as _Articulation
 from dexsim.types import (
@@ -670,20 +670,20 @@ def body_state(self) -> torch.Tensor:
         return torch.cat((body_pose, body_vel), dim=-1)
 
     @property
-    def mimic_ids(self) -> List[Optional[int]]:
+    def mimic_ids(self) -> List[int | None]:
         """Get the mimic joint ids for the articulation.
 
         Returns:
-            List[Optional[int]]: The mimic joint ids.
+            List[int | None]: The mimic joint ids.
         """
         return self._mimic_info.mimic_id.tolist()
 
     @property
-    def mimic_parents(self) -> List[Optional[int]]:
+    def mimic_parents(self) -> List[int | None]:
         """Get the mimic joint parent ids for the articulation.
 
         Returns:
-            List[Optional[int]]: The mimic joint parent ids.
+            List[int | None]: The mimic joint parent ids.
         """
         return self._mimic_info.mimic_parent.tolist()
 
@@ -715,7 +715,7 @@ def _set_default_collision_filter(self) -> None:
         self.set_collision_filter(collision_filter_data)
 
     def set_collision_filter(
-        self, filter_data: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+        self, filter_data: torch.Tensor, env_ids: Sequence[int] | None = None
     ) -> None:
         """set collision filter data for the rigid object.
 
@@ -725,7 +725,7 @@ def set_collision_filter(
                 If 2nd element is 0, the object will collision with all other objects in world.
                 3rd and 4th elements are not used currently.
 
-            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used. Defaults to None.
+            env_ids (Sequence[int] | None, optional): Environment indices. If None, then all indices are used. Defaults to None.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
 
@@ -739,13 +739,13 @@ def set_collision_filter(
             self._entities[env_idx].set_collision_filter_data(filter_data_np[i])
 
     def set_local_pose(
-        self, pose: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+        self, pose: torch.Tensor, env_ids: Sequence[int] | None = None
     ) -> None:
         """Set local pose of the articulation.
 
         Args:
             pose (torch.Tensor): The local pose of the articulation with shape (N, 7) or (N, 4, 4).
-            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+            env_ids (Sequence[int] | None, optional): Environment indices. If None, then all indices are used.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
 
@@ -848,13 +848,13 @@ def get_link_vert_face(self, link_name: str) -> Tuple[torch.Tensor, torch.Tensor
         return verts, faces
 
     def get_link_pose(
-        self, link_name: str, env_ids: Optional[Sequence[int]] = None, to_matrix=False
+        self, link_name: str, env_ids: Sequence[int] | None = None, to_matrix=False
     ) -> torch.Tensor:
         """Get the pose of a specific link in the articulation.
 
         Args:
             link_name (str): The name of the link.
-            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+            env_ids (Sequence[int] | None, optional): Environment indices. If None, then all indices are used.
             to_matrix (bool, optional): If True, return the pose as a 4x4 matrix. If False, return as (x, y, z, qw, qx, qy, qz). Defaults to False.
 
         Returns:
@@ -889,16 +889,16 @@ def get_qpos(self) -> torch.Tensor:
     def set_qpos(
         self,
         qpos: torch.Tensor,
-        joint_ids: Optional[Sequence[int]] = None,
-        env_ids: Optional[Sequence[int]] = None,
+        joint_ids: Sequence[int] | None = None,
+        env_ids: Sequence[int] | None = None,
         target: bool = True,
     ) -> None:
         """Set the joint positions (qpos) or target positions for the articulation.
 
         Args:
             qpos (torch.Tensor): Joint positions with shape (N, dof), where N is the number of environments.
-            joint_ids (Optional[Sequence[int]], optional): Joint indices to apply the positions. If None, applies to all joints.
-            env_ids (Optional[Sequence[int]]): Environment indices to apply the positions. Defaults to all environments.
+            joint_ids (Sequence[int] | None, optional): Joint indices to apply the positions. If None, applies to all joints.
+            env_ids (Sequence[int] | None): Environment indices to apply the positions. Defaults to all environments.
             target (bool): If True, sets target positions for simulation. If False, updates current positions directly.
 
         Raises:
@@ -986,16 +986,16 @@ def get_qvel(self) -> torch.Tensor:
     def set_qvel(
         self,
         qvel: torch.Tensor,
-        joint_ids: Optional[Sequence[int]] = None,
-        env_ids: Optional[Sequence[int]] = None,
+        joint_ids: Sequence[int] | None = None,
+        env_ids: Sequence[int] | None = None,
         target: bool = True,
     ) -> None:
         """Set the velocities (qvel) or target velocities of the articulation.
 
         Args:
             qvel (torch.Tensor): The velocities with shape (N, dof).
-            joint_ids (Optional[Sequence[int]], optional): Joint indices to apply the velocities. If None, applies to all joints.
-            env_ids (Optional[Sequence[int]], optional): Environment indices. Defaults to all indices.
+            joint_ids (Sequence[int] | None, optional): Joint indices to apply the velocities. If None, applies to all joints.
+            env_ids (Sequence[int] | None, optional): Environment indices. Defaults to all indices.
             If True, sets target positions for simulation. If False, updates current positions directly.
 
         Raises:
@@ -1041,15 +1041,15 @@ def set_qvel(
     def set_qf(
         self,
         qf: torch.Tensor,
-        joint_ids: Optional[Sequence[int]] = None,
-        env_ids: Optional[Sequence[int]] = None,
+        joint_ids: Sequence[int] | None = None,
+        env_ids: Sequence[int] | None = None,
     ) -> None:
         """Set the generalized efforts (qf) of the articulation.
 
         Args:
             qf (torch.Tensor): The generalized efforts with shape (N, dof).
-            joint_ids (Optional[Sequence[int]], optional): Joint indices to apply the efforts. If None, applies to all joints.
-            env_ids (Optional[Sequence[int]], optional): Environment indices. Defaults to all indices.
+            joint_ids (Sequence[int] | None, optional): Joint indices to apply the efforts. If None, applies to all joints.
+            env_ids (Sequence[int] | None, optional): Environment indices. Defaults to all indices.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
 
@@ -1080,14 +1080,14 @@ def set_qf(
 
     def set_drive(
         self,
-        stiffness: Optional[torch.Tensor] = None,
-        damping: Optional[torch.Tensor] = None,
-        max_effort: Optional[torch.Tensor] = None,
-        max_velocity: Optional[torch.Tensor] = None,
-        friction: Optional[torch.Tensor] = None,
+        stiffness: torch.Tensor | None = None,
+        damping: torch.Tensor | None = None,
+        max_effort: torch.Tensor | None = None,
+        max_velocity: torch.Tensor | None = None,
+        friction: torch.Tensor | None = None,
         drive_type: str = "force",
-        joint_ids: Optional[Sequence[int]] = None,
-        env_ids: Optional[Sequence[int]] = None,
+        joint_ids: Sequence[int] | None = None,
+        env_ids: Sequence[int] | None = None,
     ) -> None:
         """Set the drive properties for the articulation.
 
@@ -1098,8 +1098,8 @@ def set_drive(
             max_velocity (torch.Tensor): The maximum velocity of the joint drive with shape (len(env_ids), len(joint_ids)).
             friction (torch.Tensor): The joint friction coefficient with shape (len(env_ids), len(joint_ids)).
             drive_type (str, optional): The type of drive to apply. Defaults to "force".
-            joint_ids (Optional[Sequence[int]], optional): The joint indices to apply the drive to. If None, applies to all joints. Defaults to None.
-            env_ids (Optional[Sequence[int]], optional): The environment indices to apply the drive to. If None, applies to all environments. Defaults to None.
+            joint_ids (Sequence[int] | None, optional): The joint indices to apply the drive to. If None, applies to all joints. Defaults to None.
+            env_ids (Sequence[int] | None, optional): The environment indices to apply the drive to. If None, applies to all environments. Defaults to None.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
         local_joint_ids = np.arange(self.dof) if joint_ids is None else joint_ids
@@ -1135,11 +1135,11 @@ def get_user_ids(self) -> torch.Tensor:
             device=self.device,
         )
 
-    def clear_dynamics(self, env_ids: Optional[Sequence[int]] = None) -> None:
+    def clear_dynamics(self, env_ids: Sequence[int] | None = None) -> None:
         """Clear the dynamics of the articulation.
 
         Args:
-            env_ids (Optional[Sequence[int]]): Environment indices. If None, then all indices are used.
+            env_ids (Sequence[int] | None): Environment indices. If None, then all indices are used.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
         if self.device.type == "cpu":
@@ -1205,7 +1205,7 @@ def reallocate_body_data(self) -> None:
             device=self.device,
         )
 
-    def reset(self, env_ids: Optional[Sequence[int]] = None) -> None:
+    def reset(self, env_ids: Sequence[int] | None = None) -> None:
         local_env_ids = self._all_indices if env_ids is None else env_ids
         num_instances = len(local_env_ids)
         self.cfg: ArticulationCfg
@@ -1304,13 +1304,13 @@ def _set_default_joint_drive(self) -> None:
 
     def compute_fk(
         self,
-        qpos: Optional[Union[torch.tensor, np.ndarray]],
-        link_names: Optional[Union[str, list[str], tuple[str]]] = None,
-        end_link_name: Optional[str] = None,
-        root_link_name: Optional[str] = None,
+        qpos: torch.Tensor | np.ndarray | None,
+        link_names: str | list[str] | tuple[str] | None = None,
+        end_link_name: str | None = None,
+        root_link_name: str | None = None,
         to_dict: bool = False,
         **kwargs,
-    ) -> Union[torch.tensor, dict[str, "pk.Transform3d"]]:
+    ) -> Union[torch.Tensor, dict[str, "pk.Transform3d"]]:
         """Compute the forward kinematics (FK) for the given joint positions.
 
         Args:
@@ -1406,10 +1406,10 @@ def compute_fk(
 
     def compute_jacobian(
         self,
-        qpos: Optional[Union[torch.Tensor, np.ndarray]],
+        qpos: torch.Tensor | np.ndarray | None,
         end_link_name: str = None,
         root_link_name: str = None,
-        locations: Optional[Union[torch.Tensor, np.ndarray]] = None,
+        locations: torch.Tensor | np.ndarray | None = None,
         jac_type: str = "full",
     ) -> torch.Tensor:
         """Compute the Jacobian matrix for the given joint positions using the pk_serial_chain.
@@ -1482,15 +1482,15 @@ def compute_jacobian(
     def set_visual_material(
         self,
         mat: VisualMaterial,
-        env_ids: Optional[Sequence[int]] = None,
-        link_names: Optional[List[str]] = None,
+        env_ids: Sequence[int] | None = None,
+        link_names: List[str] | None = None,
     ) -> None:
         """Set visual material for the rigid object.
 
         Args:
             mat (VisualMaterial): The material to set.
-            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
-            link_names (Optional[List[str]], optional): List of link names to apply the material to. If None, applies to all links.
+            env_ids (Sequence[int] | None, optional): Environment indices. If None, then all indices are used.
+            link_names (List[str] | None, optional): List of link names to apply the material to. If None, applies to all links.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
         link_names = self.link_names if link_names is None else link_names
@@ -1505,14 +1505,14 @@ def set_visual_material(
 
     def get_visual_material_inst(
         self,
-        env_ids: Optional[Sequence[int]] = None,
-        link_names: Optional[List[str]] = None,
+        env_ids: Sequence[int] | None = None,
+        link_names: List[str] | None = None,
     ) -> List[Dict[str, VisualMaterialInst]]:
         """Get visual material instances for the rigid object.
 
         Args:
-            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
-            link_names (Optional[List[str]], optional): List of link names to filter materials. If None, returns materials for all links.
+            env_ids (Sequence[int] | None, optional): Environment indices. If None, then all indices are used.
+            link_names (List[str] | None, optional): List of link names to filter materials. If None, returns materials for all links.
         Returns:
             List[Dict[str, VisualMaterialInst]]: A list where each element corresponds to an environment and contains a dictionary mapping link names to their VisualMaterialInst.
         """
diff --git a/embodichain/lab/sim/objects/gizmo.py b/embodichain/lab/sim/objects/gizmo.py
index 8456e295..28053a7f 100644
--- a/embodichain/lab/sim/objects/gizmo.py
+++ b/embodichain/lab/sim/objects/gizmo.py
@@ -21,7 +21,7 @@
 import numpy as np
 import torch
 import dexsim
-from typing import Callable, Optional
+from typing import Callable
 from scipy.spatial.transform import Rotation as R
 
 from embodichain.lab.sim.common import BatchEntity
@@ -109,8 +109,8 @@ class Gizmo:
     def __init__(
         self,
         target: BatchEntity,
-        cfg: Optional[GizmoCfg] = None,
-        control_part: Optional[str] = "arm",
+        cfg: GizmoCfg | None = None,
+        control_part: str | None = "arm",
     ):
         """
         Args:
diff --git a/embodichain/lab/sim/objects/light.py b/embodichain/lab/sim/objects/light.py
index fb085e88..7670b901 100644
--- a/embodichain/lab/sim/objects/light.py
+++ b/embodichain/lab/sim/objects/light.py
@@ -1,6 +1,6 @@
 import torch
 import numpy as np
-from typing import List, Optional, Sequence
+from typing import List, Sequence
 from dexsim.render import Light as _Light
 from embodichain.lab.sim.cfg import LightCfg
 from embodichain.lab.sim.common import BatchEntity
@@ -27,7 +27,7 @@ def __init__(
         super().__init__(cfg, entities, device)
 
     def set_color(
-        self, colors: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+        self, colors: torch.Tensor, env_ids: Sequence[int] | None = None
     ) -> None:
         """Set color for one or more lights.
 
@@ -35,14 +35,14 @@ def set_color(
             colors (torch.Tensor): Tensor of shape (M, 3) or (3,), representing RGB values.
                 - If shape is (3,), the same color is applied to all targeted instances.
                 - If shape is (M, 3), M must match the number of targeted instances.
-            env_ids (Optional[Sequence[int]]): Indices of instances to set. If None:
+            env_ids (Sequence[int] | None): Indices of instances to set. If None:
                 - For colors.shape == (3,), applies to all instances.
                 - For colors.shape == (M, 3), M must equal num_instances, applies per-instance.
         """
         self._apply_vector3(colors, env_ids, "set_color")
 
     def set_intensity(
-        self, intensities: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+        self, intensities: torch.Tensor, env_ids: Sequence[int] | None = None
     ) -> None:
         """Set intensity for one or more lights.
 
@@ -50,14 +50,14 @@ def set_intensity(
             intensities (torch.Tensor): Tensor of shape (M,), (1,), or scalar (0-dim).
                 - If scalar or shape (1,), the same intensity is applied to all targeted instances.
                 - If shape (M,), M must match the number of targeted instances.
-            env_ids (Optional[Sequence[int]]): Indices of instances to set. If None:
+            env_ids (Sequence[int] | None): Indices of instances to set. If None:
                 - For scalar/shape (1,), applies to all instances.
                 - For shape (M,), M must equal num_instances, applies per-instance.
         """
         self._apply_scalar(intensities, env_ids, "set_intensity")
 
     def set_falloff(
-        self, falloffs: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+        self, falloffs: torch.Tensor, env_ids: Sequence[int] | None = None
     ) -> None:
         """Set falloff (radius) for one or more lights.
 
@@ -65,7 +65,7 @@ def set_falloff(
             falloffs (torch.Tensor): Tensor of shape (M,), (1,), or scalar (0-dim).
                 - If scalar or shape (1,), the same falloff is applied to all targeted instances.
                 - If shape (M,), M must match the number of targeted instances.
-            env_ids (Optional[Sequence[int]]): Indices of instances to set. If None:
+            env_ids (Sequence[int] | None): Indices of instances to set. If None:
                 - For scalar/shape (1,), applies to all instances.
                 - For shape (M,), M must equal num_instances, applies per-instance.
         """
@@ -74,7 +74,7 @@ def set_falloff(
     def set_local_pose(
         self,
         pose: torch.Tensor,
-        env_ids: Optional[Sequence[int]] = None,
+        env_ids: Sequence[int] | None = None,
         to_matrix: bool = False,
     ) -> None:
         """Set local pose (translation) for one or more lights.
@@ -83,7 +83,7 @@ def set_local_pose(
             pose (torch.Tensor):
                 - If to_matrix=False: shape (3,) or (M, 3), representing (x, y, z).
                 - If to_matrix=True: shape (4, 4) or (M, 4, 4); translation extracted automatically.
-            env_ids (Optional[Sequence[int]]): Indices to set. If None:
+            env_ids (Sequence[int] | None): Indices to set. If None:
                 - For vector input (3,) broadcast to all, or (M,3) with M == num_instances.
                 - For matrix input (4,4) broadcast to all, or (M,4,4) with M == num_instances.
             to_matrix (bool): Interpret `pose` as full 4x4 matrix if True, else as vector(s).
@@ -157,12 +157,13 @@ def get_local_pose(self, to_matrix: bool = False) -> torch.Tensor:
     def _apply_vector3(
         self,
         tensor: torch.Tensor,
-        env_ids: Optional[Sequence[int]],
+        env_ids: Sequence[int] | None,
         setter_name: str,
     ) -> None:
         """
         Generic helper for 3-element vectors (color, location).
         Expects tensor shape: (3,), or (M,3) with M == num_instances or M == len(env_ids).
+        env_ids: Sequence[int] | None
         """
         # Validate tensor type
         if not torch.is_tensor(tensor):
@@ -221,12 +222,13 @@ def _apply_vector3(
     def _apply_scalar(
         self,
         tensor: torch.Tensor,
-        env_ids: Optional[Sequence[int]],
+        env_ids: Sequence[int] | None,
         setter_name: str,
     ) -> None:
         """
         Generic helper for scalar floats (intensity, falloff).
         Accepts tensor shape: () (0-dim), (1,), or (M,) with M == num_instances or M == len(env_ids).
+        env_ids: Sequence[int] | None
         """
         if not torch.is_tensor(tensor):
             logger.log_error(
@@ -273,7 +275,7 @@ def _apply_scalar(
             f"(expected scalar, (1,), ({self.num_instances},) or ({len(all_ids)},))."
         )
 
-    def reset(self, env_ids: Optional[Sequence[int]] = None) -> None:
+    def reset(self, env_ids: Sequence[int] | None = None) -> None:
         self.cfg: LightCfg
         self.set_color(torch.as_tensor(self.cfg.color), env_ids=env_ids)
         self.set_intensity(torch.as_tensor(self.cfg.intensity), env_ids=env_ids)
diff --git a/embodichain/lab/sim/objects/rigid_object_group.py b/embodichain/lab/sim/objects/rigid_object_group.py
index 2db3053f..d5102339 100644
--- a/embodichain/lab/sim/objects/rigid_object_group.py
+++ b/embodichain/lab/sim/objects/rigid_object_group.py
@@ -19,7 +19,7 @@
 import numpy as np
 
 from dataclasses import dataclass
-from typing import List, Sequence, Optional, Union
+from typing import List, Sequence, Union
 
 from dexsim.models import MeshObject
 from dexsim.types import RigidBodyGPUAPIReadType, RigidBodyGPUAPIWriteType
@@ -266,7 +266,7 @@ def _set_default_collision_filter(self) -> None:
         self.set_collision_filter(collision_filter_data)
 
     def set_collision_filter(
-        self, filter_data: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+        self, filter_data: torch.Tensor, env_ids: Sequence[int] | None = None
     ) -> None:
         """set collision filter data for the rigid object group.
 
@@ -276,7 +276,7 @@ def set_collision_filter(
                 If 2nd element is 0, the object will collision with all other objects in world.
                 3rd and 4th elements are not used currently.
 
-            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used. Defaults to None.
+            env_ids (Sequence[int] | None, optional): Environment indices. If None, then all indices are used. Defaults to None.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
 
@@ -293,16 +293,16 @@ def set_collision_filter(
     def set_local_pose(
         self,
         pose: torch.Tensor,
-        env_ids: Optional[Sequence[int]] = None,
-        obj_ids: Optional[Sequence[int]] = None,
+        env_ids: Sequence[int] | None = None,
+        obj_ids: Sequence[int] | None = None,
     ) -> None:
         """Set local pose of the rigid object group.
 
         Args:
             pose (torch.Tensor): The local pose of the rigid object group with shape (num_instances, num_objects, 7) or
                 (num_instances, num_objects, 4, 4).
-            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
-            obj_ids (Optional[Sequence[int]], optional): Object indices within the group. If None, all objects are set. Defaults to None.
+            env_ids (Sequence[int] | None, optional): Environment indices. If None, then all indices are used.
+            obj_ids (Sequence[int] | None, optional): Object indices within the group. If None, all objects are set. Defaults to None.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
         local_obj_ids = self._all_obj_indices if obj_ids is None else obj_ids
@@ -401,11 +401,11 @@ def get_user_ids(self) -> torch.Tensor:
             device=self.device,
         )
 
-    def clear_dynamics(self, env_ids: Optional[Sequence[int]] = None) -> None:
+    def clear_dynamics(self, env_ids: Sequence[int] | None = None) -> None:
         """Clear the dynamics of the rigid bodies by resetting velocities and applying zero forces and torques.
 
         Args:
-            env_ids (Optional[Sequence[int]]): Environment indices. If None, then all indices are used.
+            env_ids (Sequence[int] | None): Environment indices. If None, then all indices are used.
         """
         if self.is_non_dynamic:
             return
@@ -446,13 +446,13 @@ def clear_dynamics(self, env_ids: Optional[Sequence[int]] = None) -> None:
             )
 
     def set_visual_material(
-        self, mat: VisualMaterial, env_ids: Optional[Sequence[int]] = None
+        self, mat: VisualMaterial, env_ids: Sequence[int] | None = None
     ) -> None:
         """Set visual material for the rigid object group.
 
         Args:
             mat (VisualMaterial): The material to set.
-            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+            env_ids (Sequence[int] | None, optional): Environment indices. If None, then all indices are used.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
 
@@ -465,7 +465,7 @@ def set_visual_material(
         # If needed, we should create a visual material dict to store the material instances, and
         # implement a get_visual_material method to retrieve the material instances.
 
-    def reset(self, env_ids: Optional[Sequence[int]] = None) -> None:
+    def reset(self, env_ids: Sequence[int] | None = None) -> None:
         local_env_ids = self._all_indices if env_ids is None else env_ids
         num_instances = len(local_env_ids)
 
diff --git a/embodichain/lab/sim/objects/robot.py b/embodichain/lab/sim/objects/robot.py
index d15f50fb..d53a04e0 100644
--- a/embodichain/lab/sim/objects/robot.py
+++ b/embodichain/lab/sim/objects/robot.py
@@ -17,7 +17,7 @@
 import torch
 import numpy as np
 
-from typing import List, Dict, Optional, Tuple, Union, Sequence
+from typing import List, Dict, Tuple, Union, Sequence
 from dataclasses import dataclass, field
 
 from dexsim.engine import Articulation as _Articulation
@@ -90,17 +90,17 @@ def __str__(self) -> str:
         )
 
     @property
-    def control_parts(self) -> Union[Dict[str, List[str]], None]:
+    def control_parts(self) -> Dict[str, List[str]] | None:
         """Get the control parts of the robot."""
         return self.cfg.control_parts
 
     def get_joint_ids(
-        self, name: Optional[str] = None, remove_mimic: bool = False
+        self, name: str | None = None, remove_mimic: bool = False
     ) -> List[int]:
         """Get the joint ids of the robot for a specific control part.
 
         Args:
-            name (str, optional): The name of the control part to get the joint ids for. If None, the default part is used.
+            name (str | None): The name of the control part to get the joint ids for. If None, the default part is used.
             remove_mimic (bool, optional): If True, mimic joints will be excluded from the returned joint ids. Defaults to False.
 
         Returns:
@@ -141,25 +141,25 @@ def get_proprioception(self) -> Dict[str, torch.Tensor]:
 
     def compute_fk(
         self,
-        qpos: Optional[Union[torch.tensor, np.ndarray]],
-        name: Optional[str] = None,
-        link_names: Optional[List[str]] = None,
-        end_link_name: Optional[str] = None,
-        root_link_name: Optional[str] = None,
-        env_ids: Optional[Sequence[int]] = None,
+        qpos: torch.Tensor | np.ndarray | None,
+        name: str | None = None,
+        link_names: List[str] | None = None,
+        end_link_name: str | None = None,
+        root_link_name: str | None = None,
+        env_ids: Sequence[int] | None = None,
         to_matrix: bool = False,
     ) -> torch.Tensor:
         """Compute the forward kinematics of the robot given joint positions and optionally a specific part name.
         The output pose will be in the local arena frame.
 
         Args:
-            qpos (Optional[Union[torch.tensor, np.ndarray]]): Joint positions of the robot, (n_envs, num_joints).
-            name (str, optional): The name of the control part to compute the FK for. If None, the default part is used.
-            link_names (List[str], optional): The names of the links to compute the FK for. If None, all links are used.
-            end_link_name (str, optional): The name of the end link to compute the FK for. If None, the default end link is used.
-            root_link_name (str, optional): The name of the root link to compute the FK for. If None, the default root link is used.
-            env_ids (Sequence[int], optional): The environment ids to compute the FK for. If None, all environments are used.
-            to_matrix (bool, optional): If True, returns the transformation in the form of a 4x4 matrix.
+            qpos (torch.Tensor | np.ndarray | None): Joint positions of the robot, (n_envs, num_joints).
+            name (str | None): The name of the control part to compute the FK for. If None, the default part is used.
+            link_names (List[str] | None): The names of the links to compute the FK for. If None, all links are used.
+            end_link_name (str | None): The name of the end link to compute the FK for. If None, the default end link is used.
+            root_link_name (str | None): The name of the root link to compute the FK for. If None, the default root link is used.
+            env_ids (Sequence[int] | None): The environment ids to compute the FK for. If None, all environments are used.
+            to_matrix (bool): If True, returns the transformation in the form of a 4x4 matrix.
 
         Returns:
             torch.Tensor: The forward kinematics result with shape (n_envs, 7) or (n_envs, 4, 4) if `to_matrix` is True.
@@ -215,25 +215,25 @@ def compute_fk(
 
     def compute_ik(
         self,
-        pose: Union[torch.Tensor, np.ndarray],
-        joint_seed: Optional[Union[torch.Tensor, np.ndarray]] = None,
-        name: Optional[str] = None,
-        env_ids: Optional[Sequence[int]] = None,
+        pose: torch.Tensor | np.ndarray,
+        joint_seed: torch.Tensor | np.ndarray | None = None,
+        name: str | None = None,
+        env_ids: Sequence[int] | None = None,
         return_all_solutions: bool = False,
-    ) -> Optional[Tuple[torch.Tensor, torch.Tensor]]:
+    ) -> Tuple[torch.Tensor, torch.Tensor] | None:
         """Compute the inverse kinematics of the robot given joint positions and optionally a specific part name.
         The input pose should be in the local arena frame.
 
         Args:
             pose (torch.Tensor): The end effector pose of the robot, (n_envs, 7) or (n_envs, 4, 4).
-            joint_seed (torch.Tensor, optional): The joint positions to use as a seed for the IK computation, (n_envs, dof).
+            joint_seed (torch.Tensor | None): The joint positions to use as a seed for the IK computation, (n_envs, dof).
                 If None, the zero joint positions will be used as the seed.
-            name (str, optional): The name of the control part to compute the IK for. If None, the default part is used.
-            env_ids (Optional[Sequence[int]]): Environment indices to apply the positions. Defaults to all environments.
-            return_all_solutions (bool, optional): Whether to return all IK solutions or just the best one. Defaults to False.
+            name (str | None): The name of the control part to compute the IK for. If None, the default part is used.
+            env_ids (Sequence[int] | None): Environment indices to apply the positions. Defaults to all environments.
+            return_all_solutions (bool): Whether to return all IK solutions or just the best one. Defaults to False.
 
         Returns:
-            Tuple[torch.Tensor, torch.Tensor]: The success Tensor with shape (n_envs, ) and qpos Tensor with shape (n_envs, max_results, dof).
+            Tuple[torch.Tensor, torch.Tensor] | None: The success Tensor with shape (n_envs, ) and qpos Tensor with shape (n_envs, max_results, dof), or None if solver not found.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
 
@@ -302,19 +302,19 @@ def compute_ik(
 
     def compute_batch_fk(
         self,
-        qpos: torch.tensor,
+        qpos: torch.Tensor,
         name: str,
-        env_ids: Optional[Sequence[int]] = None,
+        env_ids: Sequence[int] | None = None,
         to_matrix: bool = False,
     ):
         """Compute the forward kinematics of the robot given joint positions and optionally a specific part name.
         The output pose will be in the local arena frame.
 
         Args:
-            qpos (Optional[Union[torch.tensor, np.ndarray]]): Joint positions of the robot, (n_envs, n_batch, num_joints).
-            name (str, optional): The name of the control part to compute the FK for. If None, the default part is used.
-            env_ids (Sequence[int], optional): The environment ids to compute the FK for. If None, all environments are used.
-            to_matrix (bool, optional): If True, returns the transformation in the form of a 4x4 matrix.
+            qpos (torch.Tensor | np.ndarray | None): Joint positions of the robot, (n_envs, n_batch, num_joints).
+            name (str | None): The name of the control part to compute the FK for. If None, the default part is used.
+            env_ids (Sequence[int] | None): The environment ids to compute the FK for. If None, all environments are used.
+            to_matrix (bool): If True, returns the transformation in the form of a 4x4 matrix.
 
         Returns:
             torch.Tensor: The forward kinematics result with shape (n_envs, batch, 7) or (n_envs, batch, 4, 4) if `to_matrix` is True.
@@ -367,19 +367,19 @@ def compute_batch_fk(
 
     def compute_batch_ik(
         self,
-        pose: Union[torch.Tensor, np.ndarray],
-        joint_seed: Optional[Union[torch.Tensor, np.ndarray]],
+        pose: torch.Tensor | np.ndarray,
+        joint_seed: torch.Tensor | np.ndarray | None,
         name: str,
-        env_ids: Optional[Sequence[int]] = None,
+        env_ids: Sequence[int] | None = None,
     ):
         """Compute the inverse kinematics of the robot given joint positions and optionally a specific part name.
         The input pose should be in the local arena frame.
 
         Args:
             pose (torch.Tensor): The end effector pose of the robot, (n_envs, n_batch, 7) or (n_envs, n_batch, 4, 4).
-            joint_seed (torch.Tensor, optional): The joint positions to use as a seed for the IK computation, (n_envs, n_batch, dof). If None, the zero joint positions will be used as the seed.
-            name (str): The name of the control part to compute the IK for. If None, the default part is used.
-            env_ids (Optional[Sequence[int]]): Environment indices to apply the positions. Defaults to all environments.
+            joint_seed (torch.Tensor | None): The joint positions to use as a seed for the IK computation, (n_envs, n_batch, dof). If None, the zero joint positions will be used as the seed.
+            name (str | None): The name of the control part to compute the IK for. If None, the default part is used.
+            env_ids (Sequence[int] | None): Environment indices to apply the positions. Defaults to all environments.
 
         Returns:
             Tuple[torch.Tensor, torch.Tensor]:
@@ -542,14 +542,14 @@ def init_solver(self, cfg: Union[SolverCfg, Dict[str, SolverCfg]]) -> None:
                         solver_cfg.joint_names = self.cfg.control_parts[part_name]
                     self._solvers[name] = solver_cfg.init_solver(device=self.device)
 
-    def get_solver(self, name: Optional[str] = None) -> Optional[BaseSolver]:
+    def get_solver(self, name: str | None = None) -> BaseSolver | None:
         """Get the kinematic solver for a specific control part.
 
         Args:
-            name (str, optional): The name of the control part to get the solver for. If None, the default part is used.
+            name (str | None): The name of the control part to get the solver for. If None, the default part is used.
 
         Returns:
-            Optional[BaseSolver]: The kinematic solver for the specified control part, or None if not found.
+            BaseSolver | None: The kinematic solver for the specified control part, or None if not found.
         """
 
         if not self._solvers:
@@ -562,16 +562,15 @@ def get_solver(self, name: Optional[str] = None) -> Optional[BaseSolver]:
 
     def get_control_part_base_pose(
         self,
-        name: Optional[str] = None,
-        env_ids: Optional[Sequence[int]] = None,
+        name: str | None = None,
+        env_ids: Sequence[int] | None = None,
         to_matrix: bool = False,
     ) -> torch.Tensor:
         """Retrieves the base pose of the control part for a specified robot.
 
         Args:
-            name (Optional[str]): The name of the control part the solver adhere to. If None, the default solver is used.
-            env_ids (Optional[Sequence[int]]): A sequence of environment IDs to specify the environments.
-                                                If None, all indices are used.
+            name (str | None): The name of the control part the solver adhere to. If None, the default solver is used.
+            env_ids (Sequence[int] | None): A sequence of environment IDs to specify the environments. If None, all indices are used.
             to_matrix (bool): If True, returns the pose in the form of a 4x4 matrix.
 
         Returns:
diff --git a/embodichain/lab/sim/objects/soft_object.py b/embodichain/lab/sim/objects/soft_object.py
index 84617d1c..62e45c8a 100644
--- a/embodichain/lab/sim/objects/soft_object.py
+++ b/embodichain/lab/sim/objects/soft_object.py
@@ -20,7 +20,7 @@
 from functools import cached_property
 
 from dataclasses import dataclass
-from typing import List, Sequence, Optional, Union
+from typing import List, Sequence, Union
 
 from dexsim.models import MeshObject
 from dexsim.engine import PhysicsScene
@@ -189,9 +189,9 @@ def _set_default_collision_filter(self) -> None:
         self.set_collision_filter(collision_filter_data)
 
     def set_collision_filter(
-        self, filter_data: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+        self, filter_data: torch.Tensor, env_ids: Sequence[int] | None = None
     ) -> None:
-        """set collision filter data for the rigid object.
+        """Set collision filter data for the rigid object.
 
         Args:
             filter_data (torch.Tensor): [N, 4] of int.
@@ -199,7 +199,7 @@ def set_collision_filter(
                 If 2nd element is 0, the object will collision with all other objects in world.
                 3rd and 4th elements are not used currently.
 
-            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used. Defaults to None.
+            env_ids (Sequence[int] | None): Environment indices. If None, then all indices are used.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
 
@@ -215,22 +215,22 @@ def set_collision_filter(
             )
 
     @property
-    def body_data(self) -> Optional[SoftBodyData]:
+    def body_data(self) -> SoftBodyData | None:
         """Get the soft body data manager for this rigid object.
 
         Returns:
-            SoftBodyData: The rigid body data manager.
+            SoftBodyData | None: The rigid body data manager.
         """
         return self._data
 
     def set_local_pose(
-        self, pose: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+        self, pose: torch.Tensor, env_ids: Sequence[int] | None = None
     ) -> None:
         """Set local pose of the rigid object.
 
         Args:
             pose (torch.Tensor): The local pose of the rigid object with shape (N, 7) or (N, 4, 4).
-            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+            env_ids (Sequence[int] | None): Environment indices. If None, then all indices are used.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
 
@@ -339,7 +339,7 @@ def get_local_pose(self, to_matrix: bool = False) -> torch.Tensor:
         """
         raise NotImplementedError("Getting local pose for SoftObject is not supported.")
 
-    def reset(self, env_ids: Optional[Sequence[int]] = None) -> None:
+    def reset(self, env_ids: Sequence[int] | None = None) -> None:
         local_env_ids = self._all_indices if env_ids is None else env_ids
         num_instances = len(local_env_ids)
 
diff --git a/embodichain/lab/sim/planners/base_planner.py b/embodichain/lab/sim/planners/base_planner.py
index d85e026d..624b7099 100644
--- a/embodichain/lab/sim/planners/base_planner.py
+++ b/embodichain/lab/sim/planners/base_planner.py
@@ -16,7 +16,7 @@
 
 import numpy as np
 from abc import ABC, abstractmethod
-from typing import Dict, List, Tuple, Union, Optional
+from typing import Dict, List, Tuple, Union
 import matplotlib.pyplot as plt
 
 from embodichain.lab.sim.planners.utils import TrajectorySampleMethod
@@ -46,10 +46,10 @@ def plan(
         **kwargs,
     ) -> Tuple[
         bool,
-        Optional[np.ndarray],
-        Optional[np.ndarray],
-        Optional[np.ndarray],
-        Optional[np.ndarray],
+        np.ndarray | None,
+        np.ndarray | None,
+        np.ndarray | None,
+        np.ndarray | None,
         float,
     ]:
         r"""Execute trajectory planning.
diff --git a/embodichain/lab/sim/planners/motion_generator.py b/embodichain/lab/sim/planners/motion_generator.py
index 72248314..41209da1 100644
--- a/embodichain/lab/sim/planners/motion_generator.py
+++ b/embodichain/lab/sim/planners/motion_generator.py
@@ -16,7 +16,7 @@
 
 import torch
 import numpy as np
-from typing import Dict, List, Tuple, Union, Optional, Any
+from typing import Dict, List, Tuple, Union, Any
 from enum import Enum
 from scipy.spatial.transform import Rotation, Slerp
 
@@ -170,7 +170,7 @@ def _get_constraints(
         }
 
     def _create_state_dict(
-        self, position: np.ndarray, velocity: Optional[np.ndarray] = None
+        self, position: np.ndarray, velocity: np.ndarray | None = None
     ) -> Dict:
         r"""Create a state dictionary for trajectory planning.
 
@@ -207,10 +207,10 @@ def plan(
         **kwargs,
     ) -> Tuple[
         bool,
-        Optional[np.ndarray],
-        Optional[np.ndarray],
-        Optional[np.ndarray],
-        Optional[np.ndarray],
+        np.ndarray | None,
+        np.ndarray | None,
+        np.ndarray | None,
+        np.ndarray | None,
         float,
     ]:
         r"""Plan trajectory without collision checking.
@@ -290,15 +290,15 @@ def plan_with_collision(
 
     def create_discrete_trajectory(
         self,
-        xpos_list: Optional[List[np.ndarray]] = None,
-        qpos_list: Optional[List[np.ndarray]] = None,
+        xpos_list: list[np.ndarray] | None = None,
+        qpos_list: list[np.ndarray] | None = None,
         is_use_current_qpos: bool = True,
         is_linear: bool = False,
         sample_method: TrajectorySampleMethod = TrajectorySampleMethod.QUANTITY,
-        sample_num: Union[float, int] = 20,
-        qpos_seed: Optional[np.ndarray] = None,
+        sample_num: float | int = 20,
+        qpos_seed: np.ndarray | None = None,
         **kwargs,
-    ) -> Tuple[List[np.ndarray], List[np.ndarray]]:
+    ) -> tuple[list[np.ndarray], list[np.ndarray]]:
         r"""Generate a discrete trajectory between waypoints using cartesian or joint space interpolation.
 
         This method supports two trajectory planning approaches:
diff --git a/embodichain/lab/sim/planners/toppra_planner.py b/embodichain/lab/sim/planners/toppra_planner.py
index 0a37b783..abf6ef6c 100644
--- a/embodichain/lab/sim/planners/toppra_planner.py
+++ b/embodichain/lab/sim/planners/toppra_planner.py
@@ -19,7 +19,7 @@
 from embodichain.lab.sim.planners.utils import TrajectorySampleMethod
 from embodichain.lab.sim.planners.base_planner import BasePlanner
 
-from typing import TYPE_CHECKING, Union, Optional, Tuple
+from typing import TYPE_CHECKING, Union, Tuple
 
 try:
     import toppra as ta
diff --git a/embodichain/lab/sim/robots/cobotmagic.py b/embodichain/lab/sim/robots/cobotmagic.py
index 70859f90..ec393312 100644
--- a/embodichain/lab/sim/robots/cobotmagic.py
+++ b/embodichain/lab/sim/robots/cobotmagic.py
@@ -19,7 +19,7 @@
 import torch
 import numpy as np
 
-from typing import Dict, List, Optional, Any, Union
+from typing import Dict, List, Any, Union
 
 from embodichain.lab.sim.cfg import (
     RobotCfg,
@@ -36,8 +36,8 @@
 @configclass
 class CobotMagicCfg(RobotCfg):
     urdf_cfg: URDFCfg = None
-    control_parts: Optional[Dict[str, List[str]]] = None
-    solver_cfg: Optional[Dict[str, "SolverCfg"]] = None
+    control_parts: Dict[str, List[str]] | None = None
+    solver_cfg: Dict[str, "SolverCfg"] | None = None
 
     @classmethod
     def from_dict(cls, init_dict: Dict[str, Union[str, float, int]]) -> CobotMagicCfg:
diff --git a/embodichain/lab/sim/robots/dexforce_w1/params.py b/embodichain/lab/sim/robots/dexforce_w1/params.py
index 6082daed..4d5c9faa 100644
--- a/embodichain/lab/sim/robots/dexforce_w1/params.py
+++ b/embodichain/lab/sim/robots/dexforce_w1/params.py
@@ -16,7 +16,7 @@
 
 import torch
 import numpy as np
-from typing import Optional
+
 from dataclasses import dataclass, field
 from embodichain.lab.sim.robots.dexforce_w1.types import (
     DexforceW1HandBrand,
@@ -257,7 +257,7 @@ def from_dict(cls, data: dict) -> "W1ArmKineParams":
         return inst
 
     def to_torch(
-        self, device: Optional[torch.device] = None, dtype: torch.dtype = torch.float32
+        self, device: torch.device | None = None, dtype: torch.dtype = torch.float32
     ) -> dict:
         dev = torch.device("cpu") if device is None else device
         return {
diff --git a/embodichain/lab/sim/robots/dexforce_w1/utils.py b/embodichain/lab/sim/robots/dexforce_w1/utils.py
index 1bfbeb6d..63402377 100644
--- a/embodichain/lab/sim/robots/dexforce_w1/utils.py
+++ b/embodichain/lab/sim/robots/dexforce_w1/utils.py
@@ -15,7 +15,7 @@
 # ----------------------------------------------------------------------------
 import numpy as np
 from scipy.spatial.transform import Rotation as R
-from typing import List, Dict, Optional
+from typing import List, Dict
 
 from embodichain.lab.sim.robots.dexforce_w1.types import (
     DexforceW1ArmKind,
@@ -296,17 +296,17 @@ def build_dexforce_w1_assembly_urdf_cfg(
         DexforceW1ArmSide.LEFT,
         DexforceW1ArmSide.RIGHT,
     ],
-    fname: Optional[str] = "DexforceW1V021",
-    hand_types: Optional[Dict[DexforceW1ArmSide, DexforceW1HandBrand]] = None,
-    hand_versions: Optional[Dict[DexforceW1ArmSide, DexforceW1Version]] = None,
-    hand_attach_xposes: Optional[Dict[DexforceW1ArmSide, np.ndarray]] = None,
+    fname: str | None = "DexforceW1V021",
+    hand_types: dict[DexforceW1ArmSide, DexforceW1HandBrand] | None = None,
+    hand_versions: dict[DexforceW1ArmSide, DexforceW1Version] | None = None,
+    hand_attach_xposes: dict[DexforceW1ArmSide, np.ndarray] | None = None,
     include_chassis: bool = True,
     include_torso: bool = True,
     include_head: bool = True,
     include_hand: bool = True,
     include_eyes: bool = True,
     include_wrist_cameras: bool = True,
-    component_versions: Optional[Dict[DexforceW1Type, DexforceW1Version]] = None,
+    component_versions: dict[DexforceW1Type, DexforceW1Version] | None = None,
 ) -> URDFCfg:
     """
     Assemble DexforceW1 robot urdf configuration.
@@ -515,8 +515,8 @@ def build_dexforce_w1_solver_cfg(
         DexforceW1ArmSide.LEFT,
         DexforceW1ArmSide.RIGHT,
     ],
-    component_versions: Optional[Dict[DexforceW1Type, DexforceW1Version]] = None,
-    urdf_cfg: Optional[URDFCfg] = None,
+    component_versions: dict[DexforceW1Type, DexforceW1Version] | None = None,
+    urdf_cfg: URDFCfg | None = None,
 ) -> Dict[DexforceW1Type, SolverCfg]:
     """
     Build DexforceW1 solver configuration dict.
@@ -607,15 +607,15 @@ def build_dexforce_w1_cfg(
         DexforceW1ArmSide.LEFT,
         DexforceW1ArmSide.RIGHT,
     ],
-    hand_types: Optional[Dict[DexforceW1ArmSide, DexforceW1HandBrand]] = None,
-    hand_versions: Optional[Dict[DexforceW1ArmSide, DexforceW1Version]] = None,
-    hand_attach_xposes: Optional[Dict[DexforceW1ArmSide, np.ndarray]] = None,
+    hand_types: dict[DexforceW1ArmSide, DexforceW1HandBrand] | None = None,
+    hand_versions: dict[DexforceW1ArmSide, DexforceW1Version] | None = None,
+    hand_attach_xposes: dict[DexforceW1ArmSide, np.ndarray] | None = None,
     include_chassis: bool = True,
     include_torso: bool = True,
     include_head: bool = True,
     include_hand: bool = True,
-    component_versions: Optional[Dict[DexforceW1Type, DexforceW1Version]] = None,
-    solver_cfg: Optional[Dict[DexforceW1Type, SolverCfg]] = None,
+    component_versions: dict[DexforceW1Type, DexforceW1Version] | None = None,
+    solver_cfg: dict[DexforceW1Type, SolverCfg] | None = None,
 ) -> "DexforceW1Cfg":
     """
     Build DexforceW1 robot configuration object.
diff --git a/embodichain/lab/sim/sensors/base_sensor.py b/embodichain/lab/sim/sensors/base_sensor.py
index 70f78c6e..bdc35c7c 100644
--- a/embodichain/lab/sim/sensors/base_sensor.py
+++ b/embodichain/lab/sim/sensors/base_sensor.py
@@ -19,7 +19,7 @@
 import torch
 
 from abc import abstractmethod
-from typing import Dict, List, Any, Optional, Sequence, Tuple, Union
+from typing import Dict, List, Any, Sequence, Tuple, Union
 from embodichain.lab.sim.cfg import ObjectBaseCfg
 from embodichain.lab.sim.common import BatchEntity
 from embodichain.utils.math import matrix_from_quat
@@ -43,7 +43,7 @@ class OffsetCfg:
         quat: Tuple[float, float, float, float] = (1.0, 0.0, 0.0, 0.0)
         """Orientation of the sensor in the parent frame as a quaternion (w, x, y, z). Defaults to (1.0, 0.0, 0.0, 0.0)."""
 
-        parent: Optional[str] = None
+        parent: str | None = None
         """Name of the parent frame. If not specified, the sensor will be placed in the arena frame.
 
         This is usually the case when the sensor is not attached to any specific object, eg, link of a robot arm.
@@ -171,5 +171,5 @@ def get_data(self, copy: bool = True) -> Dict[str, torch.Tensor]:
             return {key: value.clone() for key, value in self._data_buffer.items()}
         return self._data_buffer
 
-    def reset(self, env_ids: Optional[Sequence[int]] = None) -> None:
+    def reset(self, env_ids: Sequence[int] | None = None) -> None:
         return super().reset(env_ids)
diff --git a/embodichain/lab/sim/sensors/camera.py b/embodichain/lab/sim/sensors/camera.py
index 11f05bbb..a4aeb749 100644
--- a/embodichain/lab/sim/sensors/camera.py
+++ b/embodichain/lab/sim/sensors/camera.py
@@ -23,7 +23,7 @@
 import warp as wp
 
 from functools import cached_property
-from typing import Union, Tuple, Optional, Sequence, List
+from typing import Union, Tuple, Sequence, List
 
 from embodichain.lab.sim.sensors import BaseSensor, SensorCfg
 from embodichain.utils.math import matrix_from_quat, quat_from_matrix, look_at_to_pose
@@ -45,9 +45,9 @@ class ExtrinsicsCfg(SensorCfg.OffsetCfg):
         Otherwise, the position and orientation will be set to the defaults.
         """
 
-        eye: Union[Tuple[float, float, float], None] = None
-        target: Union[Tuple[float, float, float], None] = None
-        up: Union[Tuple[float, float, float], None] = None
+        eye: Tuple[float, float, float] | None = None
+        target: Tuple[float, float, float] | None = None
+        up: Tuple[float, float, float] | None = None
         """Alternative way to specify the camera extrinsics using eye, target, and up vectors."""
 
         @property
@@ -354,7 +354,7 @@ def _attach_to_entity(self) -> None:
             entity.attach_node(parent)
 
     def set_local_pose(
-        self, pose: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+        self, pose: torch.Tensor, env_ids: Sequence[int] | None = None
     ) -> None:
         """Set the local pose of the camera.
 
@@ -362,7 +362,7 @@ def set_local_pose(
 
         Args:
             pose (torch.Tensor): The local pose to set, should be a 4x4 transformation matrix.
-            env_ids (Optional[Sequence[int]]): The environment IDs to set the pose for. If None, set for all environments.
+            env_ids (Sequence[int] | None): The environment IDs to set the pose for. If None, set for all environments.
         """
         if env_ids is None:
             local_env_ids = range(len(self._entities))
@@ -435,16 +435,16 @@ def look_at(
         self,
         eye: torch.Tensor,
         target: torch.Tensor,
-        up: Optional[torch.Tensor] = None,
-        env_ids: Optional[Sequence[int]] = None,
+        up: torch.Tensor | None = None,
+        env_ids: Sequence[int] | None = None,
     ) -> None:
         """Set the camera to look at a target point.
 
         Args:
             eye (torch.Tensor): The position of the camera (eye) with shape (N, 3).
             target (torch.Tensor): The point the camera should look at (target) with shape (N, 3).
-            up (Optional[torch.Tensor]): The up direction vector. If None, defaults to [0, 0, 1].
-            env_ids (Optional[Sequence[int]]): The environment IDs to set the look at for. If None, set for all environments.
+            up (torch.Tensor | None): The up direction vector. If None, defaults to [0, 0, 1].
+            env_ids (Sequence[int] | None): The environment IDs to set the look at for. If None, set for all environments.
         """
         if up is None:
             up = torch.tensor([[0.0, 0.0, 1.0]]).repeat(eye.shape[0], 1)
@@ -458,15 +458,14 @@ def look_at(
     def set_intrinsics(
         self,
         intrinsics: torch.Tensor,
-        env_ids: Optional[Sequence[int]] = None,
+        env_ids: Sequence[int] | None = None,
     ) -> None:
         """
         Set the camera intrinsics for both left and right cameras.
 
         Args:
             intrinsics (torch.Tensor): The intrinsics for the left camera with shape (4,) / (3, 3) or (N, 4) / (N, 3, 3).
-            env_ids (Optional[Sequence[int]], optional): The environment ids to set the intrinsics.
-                If None, set for all environments. Defaults to None.
+            env_ids (Sequence[int] | None): The environment ids to set the intrinsics. If None, set for all environments.
         """
         ids = env_ids if env_ids is not None else range(self.num_instances)
 
@@ -503,7 +502,7 @@ def get_intrinsics(self) -> torch.Tensor:
 
         return torch.stack(intrinsics, dim=0).to(self.device)
 
-    def reset(self, env_ids: Optional[Sequence[int]] = None) -> None:
+    def reset(self, env_ids: Sequence[int] | None = None) -> None:
         self.cfg: CameraCfg
 
         if self.cfg.extrinsics.eye is not None:
diff --git a/embodichain/lab/sim/sensors/stereo.py b/embodichain/lab/sim/sensors/stereo.py
index d8b8e51d..bdfd9d8e 100644
--- a/embodichain/lab/sim/sensors/stereo.py
+++ b/embodichain/lab/sim/sensors/stereo.py
@@ -23,7 +23,7 @@
 import warp as wp
 import dexsim.render as dr
 
-from typing import Dict, Tuple, List, Optional, Sequence
+from typing import Dict, Tuple, List, Sequence
 
 from dexsim.utility import inv_transform
 from embodichain.lab.sim.sensors import Camera, CameraCfg
@@ -466,18 +466,16 @@ def get_left_right_arena_pose(self) -> torch.Tensor:
     def set_intrinsics(
         self,
         intrinsics: torch.Tensor,
-        right_intrinsics: Optional[torch.Tensor] = None,
-        env_ids: Optional[Sequence[int]] = None,
+        right_intrinsics: torch.Tensor | None = None,
+        env_ids: Sequence[int] | None = None,
     ) -> None:
         """
         Set the camera intrinsics for both left and right cameras.
 
         Args:
             intrinsics (torch.Tensor): The intrinsics for the left camera with shape (4,) / (3, 3) or (B, 4) / (B, 3, 3).
-            right_intrinsics (Optional[torch.Tensor], optional): The intrinsics for the right camera with shape 4,) / (3, 3) or (B, 4) / (B, 3, 3).
-                If None, use the same intrinsics as the left camera. Defaults to None.
-            env_ids (Optional[Sequence[int]], optional): The environment ids to set the intrinsics. If None, set for all environments.
-                Defaults to None.
+            right_intrinsics (torch.Tensor | None): The intrinsics for the right camera with shape (4,) / (3, 3) or (B, 4) / (B, 3, 3). If None, use the same intrinsics as the left camera.
+            env_ids (Sequence[int] | None): The environment ids to set the intrinsics. If None, set for all environments.
         """
         ids = env_ids if env_ids is not None else range(self.num_instances)
 
diff --git a/embodichain/lab/sim/shapes.py b/embodichain/lab/sim/shapes.py
index d7cb1eea..8c0fe208 100644
--- a/embodichain/lab/sim/shapes.py
+++ b/embodichain/lab/sim/shapes.py
@@ -16,7 +16,7 @@
 
 from __future__ import annotations
 
-from typing import Optional, List, Dict, Union, TYPE_CHECKING, Any
+from typing import List, Dict, Union, TYPE_CHECKING, Any
 from dataclasses import MISSING
 from embodichain.utils import configclass, is_configclass, logger
 
@@ -62,7 +62,7 @@ class ShapeCfg:
     shape_type: str = MISSING
     """Type of the shape. Must be specified in subclasses."""
 
-    visual_material: Optional[VisualMaterialCfg] = None
+    visual_material: VisualMaterialCfg | None = None
     """Configuration parameters for the visual material of the shape. Defaults to None."""
 
     @classmethod
diff --git a/embodichain/lab/sim/sim_manager.py b/embodichain/lab/sim/sim_manager.py
index b5efce4d..b0f4ceb5 100644
--- a/embodichain/lab/sim/sim_manager.py
+++ b/embodichain/lab/sim/sim_manager.py
@@ -25,7 +25,7 @@
 from pathlib import Path
 from copy import deepcopy
 from functools import cached_property
-from typing import List, Union, Optional, Dict, Tuple, Union, Sequence
+from typing import List, Union, Dict, Union, Sequence
 from dataclasses import dataclass, asdict, field, MISSING
 
 # Global cache directories
@@ -411,11 +411,11 @@ def render_camera_group(self) -> None:
                 "This interface is only valid when Ray Tracing rendering backend is enabled."
             )
 
-    def update(self, physics_dt: Optional[float] = None, step: int = 10) -> None:
+    def update(self, physics_dt: float | None = None, step: int = 10) -> None:
         """Update the physics.
 
         Args:
-            physics_dt (Optional[float], optional): the time step for physics simulation. Defaults to None.
+            physics_dt (float | None, optional): the time step for physics simulation. Defaults to None.
             step (int, optional): the number of steps to update physics. Defaults to 10.
         """
         if self.is_use_gpu_physics and not self._is_initialized_gpu_physics:
@@ -501,14 +501,14 @@ def close_window(self) -> None:
         self._world.close_window()
         self.is_window_opened = False
 
-    def build_multiple_arenas(self, num: int, space: Optional[float] = None) -> None:
+    def build_multiple_arenas(self, num: int, space: float | None = None) -> None:
         """Build multiple arenas in a grid pattern.
 
         This interface is used for vectorized simulation.
 
         Args:
             num (int): number of arenas to build.
-            space (float, optional): The distance between each arena. Defaults to the arena_space in sim_config.
+            space (float | None, optional): The distance between each arena. Defaults to the arena_space in sim_config.
         """
 
         if space is None:
@@ -543,13 +543,13 @@ def set_indirect_lighting(self, name: str) -> None:
         self._env.set_IBL(ibl_path)
 
     def set_emission_light(
-        self, color: Optional[Sequence[float]] = None, intensity: Optional[float] = None
+        self, color: Sequence[float] | None = None, intensity: float | None = None
     ) -> None:
         """Set environment emission light.
 
         Args:
-            color (Sequence[float]): color of the light.
-            intensity (float): intensity of the light.
+            color (Sequence[float] | None): color of the light.
+            intensity (float | None): intensity of the light.
         """
         if color is None:
             self._env.set_env_light_emission(color)
@@ -609,15 +609,15 @@ def set_texture_cache(
         self._texture_cache[key] = texture
 
     def get_texture_cache(
-        self, key: Optional[str] = None
-    ) -> Optional[Union[torch.Tensor, List[torch.Tensor]]]:
+        self, key: str | None = None
+    ) -> torch.Tensor | list[torch.Tensor] | None:
         """Get the texture from the global texture cache.
 
         Args:
-            key (str, optional): The key of the texture. If None, return None. Defaults to None.
+            key (str | None, optional): The key of the texture. If None, return None. Defaults to None.
 
         Returns:
-            Optional[Union[torch.Tensor, List[torch.Tensor]]]: The texture if found, otherwise None.
+            torch.Tensor | list[torch.Tensor] | None: The texture if found, otherwise None.
         """
         if key is None:
             return self._texture_cache
@@ -629,7 +629,7 @@ def get_texture_cache(
 
     def get_asset(
         self, uid: str
-    ) -> Optional[Union[Light, BaseSensor, Robot, RigidObject, Articulation]]:
+    ) -> Light | BaseSensor | Robot | RigidObject | Articulation | None:
         """Get an asset by its UID.
 
         The asset can be a light, sensor, robot, rigid object or articulation.
@@ -697,7 +697,7 @@ def add_light(self, cfg: LightCfg) -> Light:
 
         return batch_lights
 
-    def get_light(self, uid: str) -> Optional[Light]:
+    def get_light(self, uid: str) -> Light | None:
         """Get a light by its UID.
 
         Args:
@@ -780,14 +780,14 @@ def add_soft_object(self, cfg: SoftObjectCfg) -> SoftObject:
         self._soft_objects[uid] = soft_obj
         return soft_obj
 
-    def get_rigid_object(self, uid: str) -> Optional[RigidObject]:
+    def get_rigid_object(self, uid: str) -> RigidObject | None:
         """Get a rigid object by its unique ID.
 
         Args:
             uid (str): The unique ID of the rigid object.
 
         Returns:
-            Optional[RigidObject]: The rigid object instance if found, otherwise None.
+            RigidObject | None: The rigid object instance if found, otherwise None.
         """
         if uid not in self._rigid_objects:
             logger.log_warning(f"Rigid object {uid} not found.")
@@ -844,14 +844,14 @@ def add_rigid_object_group(self, cfg: RigidObjectGroupCfg) -> RigidObjectGroup:
 
         return rigid_obj_group
 
-    def get_rigid_object_group(self, uid: str) -> Optional[RigidObjectGroup]:
+    def get_rigid_object_group(self, uid: str) -> RigidObjectGroup | None:
         """Get a rigid object group by its unique ID.
 
         Args:
             uid (str): The unique ID of the rigid object group.
 
         Returns:
-            Optional[RigidObjectGroup]: The rigid object group instance if found, otherwise None.
+            RigidObjectGroup | None: The rigid object group instance if found, otherwise None.
         """
         if uid not in self._rigid_object_groups:
             logger.log_warning(f"Rigid object group {uid} not found.")
@@ -903,14 +903,14 @@ def add_articulation(
 
         return articulation
 
-    def get_articulation(self, uid: str) -> Optional[Articulation]:
+    def get_articulation(self, uid: str) -> Articulation | None:
         """Get an articulation by its unique ID.
 
         Args:
             uid (str): The unique ID of the articulation.
 
         Returns:
-            Optional[Articulation]: The articulation instance if found, otherwise None.
+            Articulation | None: The articulation instance if found, otherwise None.
         """
         if uid not in self._articulations:
             logger.log_warning(f"Articulation {uid} not found.")
@@ -925,14 +925,14 @@ def get_articulation_uid_list(self) -> List[str]:
         """
         return list(self._articulations.keys())
 
-    def add_robot(self, cfg: RobotCfg) -> Optional[Robot]:
+    def add_robot(self, cfg: RobotCfg) -> Robot | None:
         """Add a Robot to the scene.
 
         Args:
             cfg (RobotCfg): Configuration for the robot.
 
         Returns:
-            Optional[Robot]: The added robot instance handle, or None if failed.
+            Robot | None: The added robot instance handle, or None if failed.
         """
 
         uid = cfg.uid
@@ -965,14 +965,14 @@ def add_robot(self, cfg: RobotCfg) -> Optional[Robot]:
 
         return robot
 
-    def get_robot(self, uid: str) -> Optional[Robot]:
+    def get_robot(self, uid: str) -> Robot | None:
         """Get a Robot by its unique ID.
 
         Args:
             uid (str): The unique ID of the robot.
 
         Returns:
-            Optional[Robot]: The robot instance if found, otherwise None.
+            Robot | None: The robot instance if found, otherwise None.
         """
         if uid not in self._robots:
             logger.log_warning(f"Robot {uid} not found.")
@@ -989,13 +989,13 @@ def get_robot_uid_list(self) -> List[str]:
         return list(self._robots.keys())
 
     def enable_gizmo(
-        self, uid: str, control_part: Optional[str] = None, gizmo_cfg: object = None
+        self, uid: str, control_part: str | None = None, gizmo_cfg: object = None
     ) -> None:
         """Enable gizmo control for any simulation object (Robot, RigidObject, Camera, etc.).
 
         Args:
             uid (str): UID of the object to attach gizmo to (searches in robots, rigid_objects, sensors, etc.)
-            control_part (Optional[str], optional): Control part name for robots. Defaults to "arm".
+            control_part (str | None, optional): Control part name for robots. Defaults to "arm".
             gizmo_cfg (object, optional): Gizmo configuration object. Defaults to None.
         """
         # Create gizmo key combining uid and control_part
@@ -1050,12 +1050,12 @@ def enable_gizmo(
                 f"Failed to create gizmo for {object_type} '{uid}' with control_part '{control_part}': {e}"
             )
 
-    def disable_gizmo(self, uid: str, control_part: Optional[str] = None) -> None:
+    def disable_gizmo(self, uid: str, control_part: str | None = None) -> None:
         """Disable and remove gizmo for a robot.
 
         Args:
             uid (str): Object UID to disable gizmo for
-            control_part (Optional[str], optional): Control part name for robots. Defaults to None.
+            control_part (str | None, optional): Control part name for robots. Defaults to None.
         """
         # Create gizmo key combining uid and control_part
         gizmo_key = f"{uid}:{control_part}" if control_part else uid
@@ -1087,12 +1087,12 @@ def disable_gizmo(self, uid: str, control_part: Optional[str] = None) -> None:
                 f"Failed to disable gizmo for '{uid}' with control_part '{control_part}': {e}"
             )
 
-    def get_gizmo(self, uid: str, control_part: Optional[str] = None) -> object:
+    def get_gizmo(self, uid: str, control_part: str | None = None) -> object:
         """Get gizmo instance for a robot.
 
         Args:
             uid (str): Object UID
-            control_part (Optional[str], optional): Control part name for robots. Defaults to None.
+            control_part (str | None, optional): Control part name for robots. Defaults to None.
 
         Returns:
             object: Gizmo instance if found, None otherwise.
@@ -1101,12 +1101,12 @@ def get_gizmo(self, uid: str, control_part: Optional[str] = None) -> object:
         gizmo_key = f"{uid}:{control_part}" if control_part else uid
         return self._gizmos.get(gizmo_key, None)
 
-    def has_gizmo(self, uid: str, control_part: Optional[str] = None) -> bool:
+    def has_gizmo(self, uid: str, control_part: str | None = None) -> bool:
         """Check if a gizmo exists for the given UID and control part.
 
         Args:
             uid (str): Object UID to check
-            control_part (Optional[str], optional): Control part name for robots. Defaults to None.
+            control_part (str | None, optional): Control part name for robots. Defaults to None.
 
         Returns:
             bool: True if gizmo exists, False otherwise.
@@ -1139,7 +1139,7 @@ def update_gizmos(self):
                     logger.log_error(f"Error updating gizmo '{gizmo_key}': {e}")
 
     def toggle_gizmo_visibility(
-        self, uid: str, control_part: Optional[str] = None
+        self, uid: str, control_part: str | None = None
     ) -> bool:
         """
         Toggle the visibility of a gizmo by uid and optional control_part.
@@ -1151,7 +1151,7 @@ def toggle_gizmo_visibility(
         return None
 
     def set_gizmo_visibility(
-        self, uid: str, visible: bool, control_part: Optional[str] = None
+        self, uid: str, visible: bool, control_part: str | None = None
     ) -> None:
         """
         Set the visibility of a gizmo by uid and optional control_part.
@@ -1191,7 +1191,7 @@ def add_sensor(self, sensor_cfg: SensorCfg) -> BaseSensor:
 
         return sensor
 
-    def get_sensor(self, uid: str) -> Optional[BaseSensor]:
+    def get_sensor(self, uid: str) -> BaseSensor | None:
         """Get a sensor by its UID.
 
         Args:
@@ -1420,11 +1420,11 @@ def clean_materials(self):
         self._visual_materials = {}
         self._env.clean_materials()
 
-    def reset_objects_state(self, env_ids: Optional[Sequence[int]] = None) -> None:
+    def reset_objects_state(self, env_ids: Sequence[int] | None = None) -> None:
         """Reset the state of all objects in the scene.
 
         Args:
-            env_ids: The environment IDs to reset. If None, reset all environments.
+            env_ids (Sequence[int] | None): The environment IDs to reset. If None, reset all environments.
         """
         for robot in self._robots.values():
             robot.reset(env_ids)
diff --git a/embodichain/lab/sim/solvers/base_solver.py b/embodichain/lab/sim/solvers/base_solver.py
index f04d40b4..aa313341 100644
--- a/embodichain/lab/sim/solvers/base_solver.py
+++ b/embodichain/lab/sim/solvers/base_solver.py
@@ -16,7 +16,7 @@
 
 import torch
 import numpy as np
-from typing import List, Optional, Dict, Any, Union, TYPE_CHECKING, Tuple
+from typing import List, Dict, Any, Union, TYPE_CHECKING, Tuple
 from abc import abstractmethod, ABCMeta
 
 from embodichain.utils import configclass, logger
@@ -34,10 +34,10 @@ class SolverCfg:
     class_type: str = "BaseSolver"
     """The class type of the solver to be used."""
 
-    urdf_path: Optional[str] = None
+    urdf_path: str | None = None
     """The file path to the URDF model of the robot."""
 
-    joint_names: Optional[list[str]] = None
+    joint_names: list[str] | None = None
     """List of joint names for the solver.
     
     If None, all joints in the URDF will be used.
@@ -65,7 +65,7 @@ class SolverCfg:
     This represents the position and orientation of the tool in the robot's end-effector frame.
     """
 
-    ik_nearest_weight: Optional[List[float]] = None
+    ik_nearest_weight: List[float] | None = None
     """Weights for the inverse kinematics nearest calculation.
     
     The weights influence how the solver prioritizes closeness to the seed position
@@ -166,7 +166,7 @@ def __init__(self, cfg: SolverCfg = None, device: str = None, **kwargs):
             )
 
     def set_ik_nearest_weight(
-        self, ik_weight: np.ndarray, joint_ids: np.ndarray = None
+        self, ik_weight: np.ndarray, joint_ids: np.ndarray | None = None
     ) -> bool:
         r"""Sets the inverse kinematics nearest weight.
 
@@ -299,8 +299,8 @@ def get_tcp(self) -> np.ndarray:
     def get_ik(
         self,
         target_pose: torch.Tensor,
-        joint_seed: Optional[torch.Tensor] = None,
-        num_samples: Optional[int] = None,
+        joint_seed: torch.Tensor | None = None,
+        num_samples: int | None = None,
         **kwargs,
     ) -> Tuple[torch.Tensor, torch.Tensor]:
         r"""Computes the inverse kinematics for a given target pose.
@@ -311,8 +311,8 @@ def get_ik(
 
         Args:
             target_pose (torch.Tensor): The target pose represented as a 4x4 transformation matrix.
-            joint_seed (Optional[torch.Tensor]): The initial joint positions used as a seed.
-            num_samples (Optional[int]): The number of random joint seeds to generate.
+            joint_seed (torch.Tensor | None): The initial joint positions used as a seed.
+            num_samples (int | None): The number of random joint seeds to generate.
             **kwargs: Additional keyword arguments for customization.
 
         Returns:
@@ -372,17 +372,15 @@ def get_fk(self, qpos: torch.tensor, **kwargs) -> torch.Tensor:
     def get_jacobian(
         self,
         qpos: torch.Tensor,
-        locations: Optional[Union[torch.Tensor, np.ndarray]] = None,
+        locations: torch.Tensor | np.ndarray | None = None,
         jac_type: str = "full",
     ) -> torch.Tensor:
         r"""Compute the Jacobian matrix for the given joint positions.
 
         Args:
             qpos (torch.Tensor): The joint positions. Shape: (dof,) or (batch_size, dof).
-            locations (Optional[torch.Tensor]): The offset points (relative to the end-effector coordinate system).
-                                                Shape: (batch_size, 3) or (3,) for a single offset.
-            jac_type (str, optional): 'full', 'trans', or 'rot' for full, translational, or rotational Jacobian.
-                                    Defaults to 'full'.
+            locations (torch.Tensor | np.ndarray | None): The offset points (relative to the end-effector coordinate system). Shape: (batch_size, 3) or (3,) for a single offset.
+            jac_type (str): 'full', 'trans', or 'rot' for full, translational, or rotational Jacobian. Defaults to 'full'.
 
         Returns:
             torch.Tensor: The Jacobian matrix. Shape:
diff --git a/embodichain/lab/sim/solvers/differential_solver.py b/embodichain/lab/sim/solvers/differential_solver.py
index f3c4c4ea..a5d894d6 100644
--- a/embodichain/lab/sim/solvers/differential_solver.py
+++ b/embodichain/lab/sim/solvers/differential_solver.py
@@ -15,7 +15,7 @@
 # ----------------------------------------------------------------------------
 
 import torch
-from typing import Optional, Union, Tuple, Any, Literal, TYPE_CHECKING
+from typing import Union, Tuple, Any, Literal, TYPE_CHECKING
 from scipy.spatial.transform import Rotation
 
 from embodichain.utils import configclass, logger
@@ -55,7 +55,7 @@ class DifferentialSolverCfg(SolverCfg):
     ik_method: Literal["pinv", "svd", "trans", "dls"] = "pinv"
 
     # Parameters for the inverse-kinematics method.
-    ik_params: Optional[dict] = None
+    ik_params: dict | None = None
 
     def __post_init__(self):
         # Default parameters for different inverse kinematics approaches
@@ -142,11 +142,11 @@ def action_dim(self) -> int:
         else:
             return 7  # (x, y, z, qw, qx, qy, qz)
 
-    def reset(self, env_ids: Optional[torch.Tensor] = None):
+    def reset(self, env_ids: torch.Tensor | None = None):
         """Reset the internal buffers for the specified environments.
 
         Args:
-            env_ids (Optional[torch.Tensor]): The environment indices to reset. If None, reset all.
+            env_ids (torch.Tensor | None): The environment indices to reset. If None, reset all.
         """
         if env_ids is None:
             env_ids = torch.arange(self.num_envs, device=self.device)
@@ -158,15 +158,15 @@ def reset(self, env_ids: Optional[torch.Tensor] = None):
     def set_command(
         self,
         command: torch.Tensor,
-        ee_pos: Optional[torch.Tensor] = None,
-        ee_quat: Optional[torch.Tensor] = None,
+        ee_pos: torch.Tensor | None = None,
+        ee_quat: torch.Tensor | None = None,
     ) -> bool:
         """Set the target end-effector pose command.
 
         Args:
             command (torch.Tensor): The command tensor.
-            ee_pos (Optional[torch.Tensor]): Current end-effector position (for relative mode).
-            ee_quat (Optional[torch.Tensor]): Current end-effector quaternion (for relative mode).
+            ee_pos (torch.Tensor | None): Current end-effector position (for relative mode).
+            ee_quat (torch.Tensor | None): Current end-effector quaternion (for relative mode).
 
         Returns:
             bool: True if the command was set successfully, False otherwise.
diff --git a/embodichain/lab/sim/solvers/null_space_posture_task.py b/embodichain/lab/sim/solvers/null_space_posture_task.py
index 13d4e590..549df7f7 100644
--- a/embodichain/lab/sim/solvers/null_space_posture_task.py
+++ b/embodichain/lab/sim/solvers/null_space_posture_task.py
@@ -16,7 +16,7 @@
 
 
 import numpy as np
-from typing import List, Optional, Union, TYPE_CHECKING
+from typing import List, Union, TYPE_CHECKING
 from embodichain.utils import logger
 
 try:
@@ -103,8 +103,8 @@ def __init__(
         cost: float,
         lm_damping: float = 0.0,
         gain: float = 1.0,
-        controlled_frames: Optional[List[str]] = None,
-        controlled_joints: Optional[List[str]] = None,
+        controlled_frames: list[str] | None = None,
+        controlled_joints: list[str] | None = None,
     ) -> None:
         r"""Initialize the null space posture task.
 
diff --git a/embodichain/lab/sim/solvers/opw_solver.py b/embodichain/lab/sim/solvers/opw_solver.py
index 0ddecff8..4526af79 100644
--- a/embodichain/lab/sim/solvers/opw_solver.py
+++ b/embodichain/lab/sim/solvers/opw_solver.py
@@ -17,7 +17,7 @@
 import torch
 import numpy as np
 from itertools import product
-from typing import Optional, Union, Tuple, Any, Literal, TYPE_CHECKING
+from typing import Union, Tuple, Any, Literal, TYPE_CHECKING
 from scipy.spatial.transform import Rotation
 
 from embodichain.utils import configclass, logger
@@ -76,7 +76,7 @@ class OPWSolverCfg(SolverCfg):
     has_parallelogram = False
 
     # Parameters for the inverse-kinematics method.
-    ik_params: Optional[dict] = None
+    ik_params: dict | None = None
 
     def init_solver(
         self, device: torch.device = torch.device("cpu"), **kwargs
diff --git a/embodichain/lab/sim/solvers/pink_solver.py b/embodichain/lab/sim/solvers/pink_solver.py
index b7ab7b08..fea414a0 100644
--- a/embodichain/lab/sim/solvers/pink_solver.py
+++ b/embodichain/lab/sim/solvers/pink_solver.py
@@ -17,7 +17,7 @@
 import os
 import torch
 import numpy as np
-from typing import List, Optional, Tuple, Union, TYPE_CHECKING
+from typing import List, Tuple, Union, TYPE_CHECKING
 from embodichain.utils import logger
 
 from embodichain.lab.sim.utility.import_utils import (
@@ -60,17 +60,17 @@ class PinkSolverCfg(SolverCfg):
     )
 
     # Path to the mesh files associated with the robot. These files are also loaded by Pinocchio's `robot_wrapper.BuildFromURDF`.
-    mesh_path: Optional[str] = None
+    mesh_path: str | None = None
 
     # A list of tasks for the Pink IK controller. These tasks are controllable by the env action.
     # These tasks can be used to control the pose of a frame or the angles of joints.
     # For more details, visit: https://github.com/stephane-caron/pink
-    variable_input_tasks: List["pink.tasks.FrameTask"] = None
+    variable_input_tasks: list["pink.tasks.FrameTask"] | None = None
 
     # A list of tasks for the Pink IK controller. These tasks are fixed and not controllable by the env action.
     # These tasks can be used to fix the pose of a frame or the angles of joints to a desired configuration.
     # For more details, visit: https://github.com/stephane-caron/pink
-    fixed_input_tasks: List["pink.tasks.FrameTask"] = None
+    fixed_input_tasks: list["pink.tasks.FrameTask"] | None = None
 
     # Show warning if IK solver fails to find a solution.
     show_ik_warnings: bool = True
@@ -240,16 +240,16 @@ def update_null_space_joint_targets(self, current_qpos: np.ndarray):
 
     def get_ik(
         self,
-        target_xpos: Optional[Union[torch.Tensor, np.ndarray]],
-        qpos_seed: Optional[Union[torch.Tensor, np.ndarray]] = None,
+        target_xpos: torch.Tensor | np.ndarray | None,
+        qpos_seed: torch.Tensor | np.ndarray | None = None,
         return_all_solutions: bool = False,
         **kwargs,
-    ) -> Tuple[torch.Tensor, torch.Tensor]:
+    ) -> tuple[torch.Tensor, torch.Tensor]:
         """Compute target joint positions using inverse kinematics.
 
         Args:
-            target_pose (Optional[Union[torch.Tensor, np.ndarray]]): Target end-effector pose
-            qpos_seed (Optional[Union[torch.Tensor, np.ndarray]]): Seed joint positions
+            target_pose (torch.Tensor | np.ndarray | None): Target end-effector pose
+            qpos_seed (torch.Tensor | np.ndarray | None): Seed joint positions
             return_all_solutions (bool, optional): Whether to return all IK solutions or just the best one. Defaults to False.
             **kwargs: Additional keyword arguments for future extensions.
 
@@ -360,13 +360,13 @@ def get_ik(
 
     def _get_fk(
         self,
-        qpos: Optional[Union[torch.Tensor, np.ndarray]],
+        qpos: torch.Tensor | np.ndarray | None,
         **kwargs,
     ) -> torch.tensor:
         """Compute the forward kinematics for the robot given joint positions.
 
         Args:
-            qpos (torch.Tensor or np.ndarray): Joint positions, shape should be (nq,).
+            qpos (torch.Tensor | np.ndarray | None): Joint positions, shape should be (nq,).
             **kwargs: Additional keyword arguments (not used).
 
         Returns:
diff --git a/embodichain/lab/sim/solvers/pinocchio_solver.py b/embodichain/lab/sim/solvers/pinocchio_solver.py
index 8c945635..0068a4a1 100644
--- a/embodichain/lab/sim/solvers/pinocchio_solver.py
+++ b/embodichain/lab/sim/solvers/pinocchio_solver.py
@@ -17,7 +17,7 @@
 import os
 import torch
 import numpy as np
-from typing import Optional, Union, Tuple, Any, List, TYPE_CHECKING
+from typing import Union, Tuple, Any, List, TYPE_CHECKING
 from itertools import product
 from copy import deepcopy
 
@@ -372,23 +372,23 @@ def qpos_to_limits(
 
     def get_ik(
         self,
-        target_xpos: Optional[Union[torch.Tensor, np.ndarray]],
-        qpos_seed: np.ndarray = None,
-        qvel_seed: np.ndarray = None,
+        target_xpos: torch.Tensor | np.ndarray | None,
+        qpos_seed: np.ndarray | None = None,
+        qvel_seed: np.ndarray | None = None,
         return_all_solutions: bool = False,
         **kwargs,
-    ) -> Tuple[bool, np.ndarray]:
+    ) -> tuple[bool, np.ndarray]:
         """Solve inverse kinematics (IK) for the robot to achieve the specified end-effector pose.
 
         Args:
-            target_xpos (torch.Tensor or np.ndarray): Desired end-effector pose as a (4, 4) homogeneous transformation matrix.
-            qpos_seed (np.ndarray, optional): Initial joint positions used as the seed for optimization. If None, uses zero configuration.
-            qvel_seed (np.ndarray, optional): Initial joint velocities (not used in current implementation).
+            target_xpos (torch.Tensor | np.ndarray | None): Desired end-effector pose as a (4, 4) homogeneous transformation matrix.
+            qpos_seed (np.ndarray | None): Initial joint positions used as the seed for optimization. If None, uses zero configuration.
+            qvel_seed (np.ndarray | None): Initial joint velocities (not used in current implementation).
             return_all_solutions (bool, optional): If True, return all valid IK solutions found; otherwise, return only the best solution. Default is False.
             **kwargs: Additional keyword arguments for future extensions.
 
         Returns:
-            Tuple[bool, np.ndarray]:
+            tuple[bool, np.ndarray]:
                 - success (bool or torch.BoolTensor): True if a valid solution is found, False otherwise.
                 - qpos (np.ndarray or torch.Tensor): Joint positions that achieve the target pose. If no solution, returns the seed joint positions.
         """
@@ -573,13 +573,13 @@ def get_ik(
 
     def _get_fk(
         self,
-        qpos: Optional[Union[torch.Tensor, np.ndarray]],
+        qpos: torch.Tensor | np.ndarray | None,
         **kwargs,
     ) -> np.ndarray:
         """Compute the forward kinematics for the robot given joint positions.
 
         Args:
-            qpos (torch.Tensor or np.ndarray): Joint positions, shape should be (nq,).
+            qpos (torch.Tensor | np.ndarray | None): Joint positions, shape should be (nq,).
             **kwargs: Additional keyword arguments (not used).
 
         Returns:
diff --git a/embodichain/lab/sim/solvers/pytorch_solver.py b/embodichain/lab/sim/solvers/pytorch_solver.py
index d8da6952..ed3ee655 100644
--- a/embodichain/lab/sim/solvers/pytorch_solver.py
+++ b/embodichain/lab/sim/solvers/pytorch_solver.py
@@ -16,7 +16,7 @@
 
 import torch
 
-from typing import Optional, Union, Tuple, List, TYPE_CHECKING
+from typing import Union, Tuple, List, TYPE_CHECKING
 from dataclasses import MISSING
 from copy import deepcopy
 
@@ -68,7 +68,7 @@ class PytorchSolverCfg(SolverCfg):
     A higher number of samples increases the chances of finding a valid solution
     """
 
-    ik_nearest_weight: Optional[List[float]] = None
+    ik_nearest_weight: list[float] | None = None
     """Weights for the inverse kinematics nearest calculation.
     
     The weights influence how the solver prioritizes closeness to the seed position
@@ -389,11 +389,11 @@ def _qpos_to_limits(
     def get_ik(
         self,
         target_xpos: torch.Tensor,
-        qpos_seed: torch.Tensor = None,
-        num_samples: int = None,
+        qpos_seed: torch.Tensor | None = None,
+        num_samples: int | None = None,
         return_all_solutions: bool = False,
         **kwargs,
-    ) -> Tuple[torch.Tensor, torch.Tensor]:
+    ) -> tuple[torch.Tensor, torch.Tensor]:
         r"""Computes the inverse kinematics for given target poses.
 
         This function generates random joint configurations within the specified limits,
@@ -403,18 +403,18 @@ def get_ik(
         Args:
             target_xpos (torch.Tensor): A tensor representing the target positions. It can be of shape
                                          (batch_size, 3) for multiple positions or (3,) for a single position.
-            qpos_seed (torch.Tensor, optional): Initial joint positions used as seed for IK solving.
-                                                Can be:
-                                                - 1D tensor of shape (dof,): Single seed for all target positions
-                                                - 2D tensor of shape (batch_size, dof): Individual seed per position
-                                                If None, defaults to zero configuration. Defaults to None.
-            num_samples (int, optional): The number of random samples to generate. Must be positive.
-                                         Defaults to None.
+            qpos_seed (torch.Tensor | None): Initial joint positions used as seed for IK solving.
+                                            Can be:
+                                            - 1D tensor of shape (dof,): Single seed for all target positions
+                                            - 2D tensor of shape (batch_size, dof): Individual seed per position
+                                            If None, defaults to zero configuration. Defaults to None.
+            num_samples (int | None): The number of random samples to generate. Must be positive.
+                                     Defaults to None.
             return_all_solutions (bool, optional): If True, returns all valid solutions found.
             **kwargs: Additional arguments for future extensions.
 
         Returns:
-            Tuple[List[bool], torch.Tensor]: A tuple containing:
+            tuple[list[bool], torch.Tensor]: A tuple containing:
                 - A tensor of booleans indicating whether valid solutions were found for each target pose. (Shape: (batch_size,))
                 - A tensor of shape (batch_size, 1, dof) containing joint positions for
                   each target pose, or an empty tensor if no valid solutions were found.
diff --git a/embodichain/lab/sim/solvers/srs_solver.py b/embodichain/lab/sim/solvers/srs_solver.py
index aadab28b..8558ea22 100644
--- a/embodichain/lab/sim/solvers/srs_solver.py
+++ b/embodichain/lab/sim/solvers/srs_solver.py
@@ -18,7 +18,7 @@
 import numpy as np
 import warp as wp
 from itertools import product
-from typing import Optional, Union, Tuple, Any, Literal, TYPE_CHECKING
+from typing import Union, Tuple, Any, Literal, TYPE_CHECKING
 from embodichain.utils import configclass, logger
 from embodichain.lab.sim.solvers import SolverCfg, BaseSolver
 
@@ -286,7 +286,7 @@ def _skew(self, vector: np.ndarray) -> np.ndarray:
 
     def _compute_reference_plane(
         self, target_pose: np.ndarray, elbow_config: int
-    ) -> Tuple[Optional[np.ndarray], Optional[np.ndarray], Optional[np.ndarray]]:
+    ) -> tuple[np.ndarray | None, np.ndarray | None, np.ndarray | None]:
         """
         Calculate the reference plane vector, rotation matrix, and joint values.
 
@@ -411,7 +411,7 @@ def _process_single_solution(
 
     def _get_each_ik(
         self, target_pose: np.ndarray, nsparam: float, config: np.ndarray
-    ) -> Tuple[bool, Optional[np.ndarray]]:
+    ) -> tuple[bool, np.ndarray | None]:
         """
         Computes the inverse kinematics for a given target pose, normalization parameter, and configuration.
 
diff --git a/embodichain/lab/sim/utility/mesh_utils.py b/embodichain/lab/sim/utility/mesh_utils.py
index 2fba7e9b..204c125e 100644
--- a/embodichain/lab/sim/utility/mesh_utils.py
+++ b/embodichain/lab/sim/utility/mesh_utils.py
@@ -21,7 +21,7 @@
 import trimesh
 import dexsim
 
-from typing import Tuple, List, Dict, Any, Optional, Union
+from typing import Tuple, List, Dict, Any, Union
 
 from embodichain.utils import logger
 
@@ -29,9 +29,9 @@
 def export_articulation_mesh(
     articulation: Union[dexsim.engine.Articulation, list],
     output_path: str = "./articulation.obj",
-    link_names: Optional[Union[List[str], Dict[Any, List[str]]]] = None,
-    base_xpos: Optional[np.ndarray] = None,
-    base_link_name: Optional[str] = None,
+    link_names: Union[List[str], Dict[Any, List[str]]] | None = None,
+    base_xpos: np.ndarray | None = None,
+    base_link_name: str | None = None,
     **kwargs: Any,
 ) -> o3d.geometry.TriangleMesh:
     r"""Export a combined mesh from all links of one or more articulations to a mesh file format.
@@ -45,11 +45,11 @@ def export_articulation_mesh(
         articulation (dexsim.engine.Articulation or list): The articulation object or list of articulations.
         output_path (str): The output file path including the file name and extension.
                            Supported extensions: .obj, .ply, .stl, .glb, .gltf.
-        link_names (list[str] or dict[Any, list[str]], optional):
+        link_names (list[str] or dict[Any, list[str]] | None):
             Specify which links to export. If None, export all links.
-        base_xpos (np.ndarray, optional): 4x4 homogeneous transformation matrix.
+        base_xpos (np.ndarray | None): 4x4 homogeneous transformation matrix.
             All meshes will be transformed into this base pose coordinate system.
-        base_link_name (str, optional): If specified, use the pose of this link as the base pose.
+        base_link_name (str | None): If specified, use the pose of this link as the base pose.
             The link will be searched from all link_names of all articulations.
 
     Returns:
diff --git a/embodichain/lab/sim/utility/sim_utils.py b/embodichain/lab/sim/utility/sim_utils.py
index de98ce22..6bf1d5fc 100644
--- a/embodichain/lab/sim/utility/sim_utils.py
+++ b/embodichain/lab/sim/utility/sim_utils.py
@@ -18,7 +18,7 @@
 import dexsim
 import open3d as o3d
 
-from typing import List, Union, Optional
+from typing import List, Union
 
 from dexsim.types import DriveType, ArticulationFlag, LoadOption, RigidBodyShape
 from dexsim.engine import Articulation
@@ -186,7 +186,7 @@ def create_sphere(
 
 
 def load_mesh_objects_from_cfg(
-    cfg: RigidObjectCfg, env_list: List[Arena], cache_dir: Optional[str] = None
+    cfg: RigidObjectCfg, env_list: List[Arena], cache_dir: str | None = None
 ) -> List[MeshObject]:
     """Load mesh objects from configuration.
 
@@ -194,7 +194,7 @@ def load_mesh_objects_from_cfg(
         cfg (RigidObjectCfg): Configuration for the rigid object.
         env_list (List[Arena]): List of arenas to load the objects into.
 
-        cache_dir (Optional[str], optional): Directory for caching convex decomposition files. Defaults to None
+    cache_dir (str | None, optional): Directory for caching convex decomposition files. Defaults to None
     Returns:
         List[MeshObject]: List of loaded mesh objects.
     """
diff --git a/embodichain/lab/sim/utility/solver_utils.py b/embodichain/lab/sim/utility/solver_utils.py
index d510cc2d..00cc84ea 100644
--- a/embodichain/lab/sim/utility/solver_utils.py
+++ b/embodichain/lab/sim/utility/solver_utils.py
@@ -18,7 +18,7 @@
 import numpy as np
 from embodichain.lab.sim.utility.io_utils import suppress_stdout_stderr
 
-from typing import Optional, Union, Tuple, Any, List, TYPE_CHECKING
+from typing import Union, Tuple, Optional, Any, List, TYPE_CHECKING
 from copy import deepcopy
 
 from embodichain.utils import configclass, logger
@@ -42,7 +42,7 @@ def create_pk_chain(
     Args:
         urdf_path (str): Path to the URDF file.
         end_link_name (str): Name of the end-effector link.
-        root_link_name (Optional[str]): Name of the root link. If None, the chain starts from the base.
+    root_link_name (str | None): Name of the root link. If None, the chain starts from the base.
         device (torch.device): The device to which the chain will be moved.
         is_serial (bool): Whether the chain is serial or not.
 
@@ -61,7 +61,7 @@ def create_pk_serial_chain(
     urdf_path: str = None,
     device: torch.device = None,
     end_link_name: str = None,
-    root_link_name: Optional[Union[str, None]] = None,
+    root_link_name: str | None = None,
     chain: Optional["pk.SerialChain"] = None,
     **kwargs,
 ) -> "pk.SerialChain":
@@ -71,7 +71,7 @@ def create_pk_serial_chain(
     Args:
         urdf_path (str): Path to the URDF file.
         end_link_name (str): Name of the end-effector link.
-        root_link_name (Optional[str]): Name of the root link. If None, the chain starts from the base.
+    root_link_name (str | None): Name of the root link. If None, the chain starts from the base.
         device (torch.device): The device to which the chain will be moved.
         is_serial (bool): Whether the chain is serial or not.
 
diff --git a/embodichain/lab/sim/utility/tensor.py b/embodichain/lab/sim/utility/tensor.py
index 3b8553cf..cb2e2a8c 100644
--- a/embodichain/lab/sim/utility/tensor.py
+++ b/embodichain/lab/sim/utility/tensor.py
@@ -17,13 +17,13 @@
 import torch
 import numpy as np
 
-from typing import Union, Optional
+from typing import Union
 
 
 def to_tensor(
     arr: Union[torch.Tensor, np.ndarray, list],
     dtype: torch.dtype = torch.float32,
-    device: Optional[torch.device] = None,
+    device: torch.device | None = None,
 ) -> torch.Tensor:
     """Convert input to torch.Tensor with specified dtype and device.
 
diff --git a/embodichain/toolkits/urdf_assembly/component.py b/embodichain/toolkits/urdf_assembly/component.py
index 9b98f67b..56ec16e7 100644
--- a/embodichain/toolkits/urdf_assembly/component.py
+++ b/embodichain/toolkits/urdf_assembly/component.py
@@ -19,7 +19,7 @@
 from pathlib import Path
 from dataclasses import dataclass
 import xml.etree.ElementTree as ET
-from typing import Dict, Optional
+from typing import Dict
 
 from embodichain.toolkits.urdf_assembly.logging_utils import (
     URDFAssemblyLogger,
@@ -64,7 +64,7 @@ class URDFComponent:
         "base_link"  # Default link name for attachment (usually the first link)
     )
     params: Dict = None  # Component-specific parameters (e.g., wheel_type for chassis)
-    transform: Optional[np.ndarray] = (
+    transform: np.ndarray | None = (
         None  # Optional 4x4 transformation matrix for positioning
     )
 
diff --git a/embodichain/toolkits/urdf_assembly/logging_utils.py b/embodichain/toolkits/urdf_assembly/logging_utils.py
index 63c17d0c..4c95b483 100644
--- a/embodichain/toolkits/urdf_assembly/logging_utils.py
+++ b/embodichain/toolkits/urdf_assembly/logging_utils.py
@@ -15,7 +15,6 @@
 # ----------------------------------------------------------------------------
 
 import logging
-from typing import Optional
 
 __all__ = ["URDFAssemblyLogger"]
 
@@ -70,7 +69,7 @@ class URDFAssemblyLogger:
     _initialized = False
 
     @classmethod
-    def get_logger(cls, name: Optional[str] = None) -> logging.Logger:
+    def get_logger(cls, name: str | None = None) -> logging.Logger:
         r"""Get or create a URDF assembly-specific logger
 
         Args:
diff --git a/embodichain/toolkits/urdf_assembly/sensor.py b/embodichain/toolkits/urdf_assembly/sensor.py
index 5bf30710..87fcd5e9 100644
--- a/embodichain/toolkits/urdf_assembly/sensor.py
+++ b/embodichain/toolkits/urdf_assembly/sensor.py
@@ -22,7 +22,7 @@
 import xml.etree.ElementTree as ET
 
 from scipy.spatial.transform import Rotation as R
-from typing import Dict, List, Optional, Union, Tuple
+from typing import Dict, List, Union, Tuple
 
 from embodichain.toolkits.urdf_assembly.logging_utils import (
     URDFAssemblyLogger,
@@ -64,10 +64,10 @@ class SensorAttachment:
     sensor_urdf: str  # Path to the sensor's URDF file
     parent_component: str  # Name of the component to which the sensor is attached
     parent_link: str  # Specific link name within the parent component for attachment
-    transform: Optional[np.ndarray] = (
-        None  # Optional 4x4 transformation matrix for sensor positioning
+    transform: np.ndarray | None = (
+        None  # 4x4 transformation matrix for sensor positioning, or None
     )
-    sensor_type: Optional[str] = None  # Optional sensor type field
+    sensor_type: str | None = None  # Sensor type field, or None
 
 
 class URDFSensorManager:
@@ -91,10 +91,10 @@ def attach_sensor(
         ],
         parent_component: str,
         parent_link: str,
-        transform: Optional[np.ndarray] = None,
-        sensor_type: Optional[str] = None,
-        extract_links: Optional[List[str]] = None,
-        extract_joints: Optional[List[str]] = None,
+        transform: np.ndarray | None = None,
+        sensor_type: str | None = None,
+        extract_links: list[str] | None = None,
+        extract_joints: list[str] | None = None,
     ) -> bool:
         r"""Attach a sensor to a specific component and link with multiple input format support.
 
@@ -179,7 +179,7 @@ def _validate_sensor_params(
         sensor_source,
         parent_component: str,
         parent_link: str,
-        transform: Optional[np.ndarray],
+        transform: np.ndarray | None,
     ) -> bool:
         r"""Validate input parameters for sensor attachment.
 
@@ -241,10 +241,10 @@ def _validate_sensor_params(
     def _process_sensor_source(
         self,
         sensor_source,
-        extract_links: Optional[List[str]],
-        extract_joints: Optional[List[str]],
+        extract_links: list[str] | None,
+        extract_joints: list[str] | None,
         sensor_name: str,
-    ) -> Optional[Tuple[List[ET.Element], List[ET.Element], str]]:
+    ) -> tuple[list[ET.Element], list[ET.Element], str] | None:
         r"""Process sensor source based on input type and extract relevant elements.
 
         Args:
@@ -290,9 +290,9 @@ def _process_sensor_source(
     def _process_urdf_file_source(
         self,
         file_path: str,
-        extract_links: Optional[List[str]],
-        extract_joints: Optional[List[str]],
-    ) -> Optional[Tuple[List[ET.Element], List[ET.Element], str]]:
+        extract_links: list[str] | None,
+        extract_joints: list[str] | None,
+    ) -> tuple[list[ET.Element], list[ET.Element], str] | None:
         r"""Process URDF file source and extract specified elements.
 
         Args:
@@ -321,10 +321,10 @@ def _process_urdf_file_source(
     def _process_urdf_element_source(
         self,
         urdf_element: ET.Element,
-        extract_links: Optional[List[str]],
-        extract_joints: Optional[List[str]],
+        extract_links: list[str] | None,
+        extract_joints: list[str] | None,
         sensor_name: str,
-    ) -> Tuple[List[ET.Element], List[ET.Element], str]:
+    ) -> tuple[list[ET.Element], list[ET.Element], str]:
         r"""Process pre-loaded URDF element source.
 
         Args:
@@ -344,7 +344,7 @@ def _process_urdf_element_source(
 
     def _process_config_dict_source(
         self, config: Dict, sensor_name: str
-    ) -> Tuple[List[ET.Element], List[ET.Element], str]:
+    ) -> tuple[list[ET.Element], list[ET.Element], str]:
         r"""Process configuration dictionary source and create URDF elements.
 
         Args:
@@ -361,8 +361,8 @@ def _process_config_dict_source(
         return links, joints, generated_path
 
     def _process_element_tuple_source(
-        self, element_tuple: Tuple, sensor_name: str
-    ) -> Optional[Tuple[List[ET.Element], List[ET.Element], str]]:
+        self, element_tuple: tuple, sensor_name: str
+    ) -> tuple[list[ET.Element], list[ET.Element], str] | None:
         r"""Process direct element tuple source.
 
         Args:
@@ -397,9 +397,9 @@ def _process_element_tuple_source(
     def _extract_elements_from_urdf(
         self,
         urdf_element: ET.Element,
-        extract_links: Optional[List[str]] = None,
-        extract_joints: Optional[List[str]] = None,
-    ) -> Tuple[List[ET.Element], List[ET.Element]]:
+        extract_links: list[str] | None = None,
+        extract_joints: list[str] | None = None,
+    ) -> tuple[list[ET.Element], list[ET.Element]]:
         r"""Extract specified links and joints from URDF element.
 
         Args:
@@ -443,7 +443,7 @@ def _extract_elements_from_urdf(
         return links, joints
 
     def _validate_sensor_elements(
-        self, sensor_links: List[ET.Element], sensor_joints: List[ET.Element]
+        self, sensor_links: list[ET.Element], sensor_joints: list[ET.Element]
     ) -> bool:
         r"""Validate extracted sensor elements for completeness and consistency.
 
@@ -526,10 +526,10 @@ def _is_valid_homogeneous_transform(self, transform: np.ndarray) -> bool:
 
     def _process_and_rename_sensor_elements(
         self,
-        sensor_links: List[ET.Element],
-        sensor_joints: List[ET.Element],
+        sensor_links: list[ET.Element],
+        sensor_joints: list[ET.Element],
         sensor_name: str,
-    ) -> Optional[Tuple[List[ET.Element], List[ET.Element]]]:
+    ) -> tuple[list[ET.Element], list[ET.Element]] | None:
         r"""Process and rename sensor link and joint elements to avoid name conflicts.
 
         Args:
diff --git a/embodichain/toolkits/urdf_assembly/urdf_assembly_manager.py b/embodichain/toolkits/urdf_assembly/urdf_assembly_manager.py
index 81b356c3..3dd4303c 100644
--- a/embodichain/toolkits/urdf_assembly/urdf_assembly_manager.py
+++ b/embodichain/toolkits/urdf_assembly/urdf_assembly_manager.py
@@ -23,7 +23,7 @@
 import xml.etree.ElementTree as ET
 
 from scipy.spatial.transform import Rotation as R
-from typing import Dict, List, Optional, Union, Tuple
+from typing import Union, Tuple
 
 from embodichain.toolkits.urdf_assembly.logging_utils import (
     setup_urdf_logging,
@@ -209,7 +209,7 @@ def add_component(
         self,
         component_type: str,
         urdf_path: Union[str, Path],
-        transform: Optional[np.ndarray] = None,
+        transform: np.ndarray | None = None,
         **params,
     ) -> bool:
         r"""Add a URDF component to the component registry.
@@ -249,7 +249,7 @@ def attach_sensor(
         sensor_source,
         parent_component: str,
         parent_link: str,
-        transform: Optional[np.ndarray] = None,
+        transform: np.ndarray | None = None,
         **kwargs,
     ) -> bool:
         r"""Attach a sensor to a specific component and link, and register it in the sensor registry.
@@ -308,7 +308,7 @@ def get_attached_sensors(self):
         """
         return self.sensor_registry.all()
 
-    def _load_urdf(self, urdf_path: str) -> Optional[ET.Element]:
+    def _load_urdf(self, urdf_path: str) -> ET.Element | None:
         r"""Load a URDF file and return its root element.
 
         Args:
diff --git a/embodichain/utils/cfg.py b/embodichain/utils/cfg.py
index 47faa48b..c33a4fa9 100644
--- a/embodichain/utils/cfg.py
+++ b/embodichain/utils/cfg.py
@@ -22,7 +22,7 @@
 
 from copy import deepcopy
 from pathlib import Path
-from typing import Dict, List, Optional, Union
+from typing import Dict, List, Union
 
 from fvcore.common.config import BASE_KEY
 from fvcore.common.config import CfgNode as _CfgNode
@@ -38,17 +38,17 @@
 
 def _flatten_dict(
     src: Dict,
-    prefix: Optional[str] = prefix,
-    sep: Optional[str] = sep,
-    dct: Optional[Dict] = {},
+    prefix: str | None = prefix,
+    sep: str | None = sep,
+    dct: Dict | None = {},
 ) -> Dict:
     """Traverse a dictionary and return all keys including nested ones.
 
     Args:
         src (Dict): an instance of :class:`Dict`.
-        prefix (Optional[str], optional): [description]. Defaults to prefix.
-        sep (Optional[str], optional): [description]. Defaults to sep.
-        dct (Optional[Dict], optional): [description]. Defaults to {}.
+    prefix (str | None, optional): [description]. Defaults to prefix.
+    sep (str | None, optional): [description]. Defaults to sep.
+    dct (Dict | None, optional): [description]. Defaults to {}.
 
     Returns:
         Dict: flatten dictionary with all keys.
@@ -151,9 +151,9 @@ def _open_cfg(cls, filename):
     @classmethod
     def load_cfg_from_file(
         cls,
-        filename_or_str_content: Union[str, Path],
+        filename_or_str_content: str | Path,
         new_allowed: bool = True,
-        root_path: str = None,
+        root_path: str | None = None,
     ) -> CfgNode:
         """load configration from a yaml file.
         Modified from function load_yaml_with_base() of fvcore.common.config.CfgNode.
@@ -289,11 +289,11 @@ def save(self, filepath):
     def depth(self):
         return _dict_depth(self)
 
-    def unvisited_keys(self, inverse: Optional[bool] = False) -> List[str]:
+    def unvisited_keys(self, inverse: bool | None = False) -> List[str]:
         """Return all unvisited keys.
 
         Args:
-            inverse (Optional[bool], optional): return all visited keys if `inverse` is True. Defaults to False.
+            inverse (bool | None, optional): return all visited keys if `inverse` is True. Defaults to False.
 
         Returns:
             List[str]: list of all unvisited/visited keys.
diff --git a/embodichain/utils/configclass.py b/embodichain/utils/configclass.py
index 61727d60..16c9a943 100644
--- a/embodichain/utils/configclass.py
+++ b/embodichain/utils/configclass.py
@@ -17,7 +17,7 @@
 from collections.abc import Callable, Mapping, Iterable, Sized
 from copy import deepcopy
 from dataclasses import MISSING, Field, dataclass, field, replace
-from typing import Any, ClassVar, Optional
+from typing import Any, ClassVar
 from .string import callable_to_string, string_to_callable
 
 
@@ -545,7 +545,7 @@ class State:
             setattr(cls, key, value)
 
 
-def _skippable_class_member(key: str, value: Any, hints: Optional[dict] = None) -> bool:
+def _skippable_class_member(key: str, value: Any, hints: dict | None = None) -> bool:
     """Check if the class member should be skipped in configclass processing.
 
     The following members are skipped:
diff --git a/embodichain/utils/file.py b/embodichain/utils/file.py
index cd089491..2a894137 100644
--- a/embodichain/utils/file.py
+++ b/embodichain/utils/file.py
@@ -17,20 +17,20 @@
 import os
 import re
 
-from typing import Optional, List
+from typing import List
 
 
 def get_all_files_in_directory(
     directory: str,
-    exts: Optional[List[str]] = None,
-    patterns: Optional[List[str]] = None,
+    exts: List[str] | None = None,
+    patterns: List[str] | None = None,
 ) -> List[str]:
     """Get all files in a directory with optional filtering by extensions or regex patterns.
 
     Args:
         directory (str): The directory to search for files.
-        exts (Optional[List[str]]): List of file extensions to filter by. If None, all files are returned.
-        patterns (Optional[List[str]]): List of regex patterns to match file names. If None, no pattern matching is applied.
+        exts (List[str] | None): List of file extensions to filter by. If None, all files are returned.
+        patterns (List[str] | None): List of regex patterns to match file names. If None, no pattern matching is applied.
 
     Returns:
         List[str]: List of file paths in the directory matching the specified extensions or patterns.
diff --git a/embodichain/utils/math.py b/embodichain/utils/math.py
index d35e3656..238767a8 100644
--- a/embodichain/utils/math.py
+++ b/embodichain/utils/math.py
@@ -22,7 +22,7 @@
 import torch
 import numpy as np
 import torch.nn.functional
-from typing import Literal, Optional, Union
+from typing import Literal, Union
 
 
 def look_at_to_pose(
@@ -914,8 +914,8 @@ def is_identity_pose(pos: torch.tensor, rot: torch.tensor) -> bool:
 def combine_frame_transforms(
     t01: torch.Tensor,
     q01: torch.Tensor,
-    t12: Optional[torch.Tensor] = None,
-    q12: Optional[torch.Tensor] = None,
+    t12: torch.Tensor | None = None,
+    q12: torch.Tensor | None = None,
 ) -> tuple[torch.Tensor, torch.Tensor]:
     r"""Combine transformations between two reference frames into a stationary frame.
 
diff --git a/embodichain/utils/module_utils.py b/embodichain/utils/module_utils.py
index a62eb41c..b0868056 100644
--- a/embodichain/utils/module_utils.py
+++ b/embodichain/utils/module_utils.py
@@ -15,12 +15,12 @@
 # ----------------------------------------------------------------------------
 
 import importlib
-from typing import List, Union, Optional, Callable, Any
+from typing import List, Union, Callable, Any
 
 
 def find_function_from_modules(
     function_name: str, modules: List[Union[str, Any]], raise_if_not_found: bool = True
-) -> Optional[Callable]:
+) -> Callable | None:
     """
     Find a function from multiple Python modules.
 
@@ -30,7 +30,7 @@ def find_function_from_modules(
         raise_if_not_found (bool): Whether to raise an exception if function is not found
 
     Returns:
-        Optional[Callable]: The function if found, None otherwise
+        Callable | None: The function if found, None otherwise
 
     Raises:
         AttributeError: If function is not found and raise_if_not_found is True
@@ -62,7 +62,7 @@ def find_function_from_modules(
 
 def find_class_from_modules(
     class_name: str, modules: List[Union[str, Any]], raise_if_not_found: bool = True
-) -> Optional[type]:
+) -> type | None:
     """
     Find a class from multiple Python modules.
 
@@ -72,7 +72,7 @@ def find_class_from_modules(
         raise_if_not_found (bool): Whether to raise an exception if class is not found
 
     Returns:
-        Optional[type]: The class if found, None otherwise
+        type | None: The class if found, None otherwise
 
     Raises:
         AttributeError: If class is not found and raise_if_not_found is True
diff --git a/embodichain/utils/utility.py b/embodichain/utils/utility.py
index c7015476..bcfb3afd 100644
--- a/embodichain/utils/utility.py
+++ b/embodichain/utils/utility.py
@@ -27,7 +27,7 @@
 from tqdm import tqdm
 from PIL import Image
 from functools import wraps
-from typing import Dict, List, Tuple, Optional, Callable, Any
+from typing import Dict, List, Tuple, Callable, Any
 
 from embodichain.utils.string import callable_to_string
 
@@ -263,13 +263,13 @@ def reset_all_seeds(seed: int = 0):
 
 
 def do_process_decorator(
-    pre_process: Optional[bool] = True, post_process: Optional[bool] = True
+    pre_process: bool | None = True, post_process: bool | None = True
 ):
     """A decorator to decorate :meth:`inference`. Usage and example is comming soon.
 
     Args:
-        pre_process (Optional[bool], optional): whether do pre-process. Defaults to True.
-        post_process (Optional[bool], optional): whether do post-process. Defaults to True.
+        pre_process (bool | None, optional): whether do pre-process. Defaults to True.
+        post_process (bool | None, optional): whether do post-process. Defaults to True.
     """
 
     def inner_decorator(func: Callable):
diff --git a/pyproject.toml b/pyproject.toml
index ff55dae3..85506d9a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,6 +49,7 @@ dependencies = [
   "ortools",
   "prettytable",
   "black==24.3.0",
+  "fvcore",
   "h5py",
 ]
 

From 3afdfa785de389bd006570bcc86109fb7386d92b Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Mon, 15 Dec 2025 16:54:05 +0000
Subject: [PATCH 26/92] Update simulation manager resources init (#37)

---
 embodichain/lab/sim/sim_manager.py | 91 +++++++++++++++---------------
 1 file changed, 46 insertions(+), 45 deletions(-)

diff --git a/embodichain/lab/sim/sim_manager.py b/embodichain/lab/sim/sim_manager.py
index b0f4ceb5..86579eed 100644
--- a/embodichain/lab/sim/sim_manager.py
+++ b/embodichain/lab/sim/sim_manager.py
@@ -201,8 +201,6 @@ def __init__(
 
         self._env = self._world.get_env()
 
-        self._default_resources = SimResources()
-
         # set unique material path to accelerate material creation.
         # TODO: This will be removed.
         if self.sim_config.enable_rt is False:
@@ -235,8 +233,7 @@ def __init__(
         # The structure is keys to the loaded texture data. The keys represent the texture group.
         self._texture_cache: Dict[str, Union[torch.Tensor, List[torch.Tensor]]] = dict()
 
-        # TODO: maybe need to add some interface to interact with background and layouts.
-        # background and layouts are 3d assets that can has only render body for visualization.
+        self._init_sim_resources()
 
         self._create_default_plane()
         self.set_default_background()
@@ -244,6 +241,48 @@ def __init__(
         # Set physics to manual update mode by default.
         self.set_manual_update(True)
 
+    @property
+    def num_envs(self) -> int:
+        """Get the number of arenas in the simulation.
+
+        Returns:
+            int: number of arenas.
+        """
+        return len(self._arenas) if len(self._arenas) > 0 else 1
+
+    @cached_property
+    def is_use_gpu_physics(self) -> bool:
+        """Check if the physics simulation is using GPU."""
+        world_config = dexsim.get_world_config()
+        return self.device.type == "cuda" and world_config.enable_gpu_sim
+
+    @property
+    def is_rt_enabled(self) -> bool:
+        """Check if Ray Tracing rendering backend is enabled."""
+        return self.sim_config.enable_rt
+
+    @property
+    def is_physics_manually_update(self) -> bool:
+        return self._world.is_physics_manually_update()
+
+    @property
+    def asset_uids(self) -> List[str]:
+        """Get all assets uid in the simulation.
+
+        The assets include lights, sensors, robots, rigid objects and articulations.
+
+        Returns:
+            List[str]: list of all assets uid.
+        """
+        uid_list = ["default_plane"]
+        uid_list.extend(list(self._lights.keys()))
+        uid_list.extend(list(self._sensors.keys()))
+        uid_list.extend(list(self._robots.keys()))
+        uid_list.extend(list(self._rigid_objects.keys()))
+        uid_list.extend(list(self._rigid_object_groups.keys()))
+        uid_list.extend(list(self._articulations.keys()))
+        return uid_list
+
     def _convert_sim_config(
         self, sim_config: SimulationManagerCfg
     ) -> dexsim.WorldConfig:
@@ -295,47 +334,9 @@ def get_default_resources(self) -> SimResources:
         """
         return self._default_resources
 
-    @property
-    def num_envs(self) -> int:
-        """Get the number of arenas in the simulation.
-
-        Returns:
-            int: number of arenas.
-        """
-        return len(self._arenas) if len(self._arenas) > 0 else 1
-
-    @cached_property
-    def is_use_gpu_physics(self) -> bool:
-        """Check if the physics simulation is using GPU."""
-        world_config = dexsim.get_world_config()
-        return self.device.type == "cuda" and world_config.enable_gpu_sim
-
-    @property
-    def is_rt_enabled(self) -> bool:
-        """Check if Ray Tracing rendering backend is enabled."""
-        return self.sim_config.enable_rt
-
-    @property
-    def is_physics_manually_update(self) -> bool:
-        return self._world.is_physics_manually_update()
-
-    @property
-    def asset_uids(self) -> List[str]:
-        """Get all assets uid in the simulation.
-
-        The assets include lights, sensors, robots, rigid objects and articulations.
-
-        Returns:
-            List[str]: list of all assets uid.
-        """
-        uid_list = ["default_plane"]
-        uid_list.extend(list(self._lights.keys()))
-        uid_list.extend(list(self._sensors.keys()))
-        uid_list.extend(list(self._robots.keys()))
-        uid_list.extend(list(self._rigid_objects.keys()))
-        uid_list.extend(list(self._rigid_object_groups.keys()))
-        uid_list.extend(list(self._articulations.keys()))
-        return uid_list
+    def _init_sim_resources(self) -> None:
+        """Initialize the default simulation resources."""
+        self._default_resources = SimResources()
 
     def enable_physics(self, enable: bool) -> None:
         """Enable or disable physics simulation.

From c07e4be6a031c65c74a40f4cef426cb1447c277a Mon Sep 17 00:00:00 2001
From: Chen Jian <mtfl1996@outlook.com>
Date: Tue, 16 Dec 2025 13:47:48 +0800
Subject: [PATCH 27/92] support collision body visualization for rigid object
 and articulation (#27)

Co-authored-by: chenjian <chenjian@dexforce.com>
Co-authored-by: Yueci Deng <dengyueci@qq.com>
---
 embodichain/lab/sim/objects/articulation.py   |  46 ++++++++
 embodichain/lab/sim/objects/gizmo.py          |   2 +-
 embodichain/lab/sim/objects/rigid_object.py   | 107 +++++++++++++-----
 .../lab/sim/objects/rigid_object_group.py     |  51 +++++++++
 embodichain/lab/sim/objects/robot.py          |  59 ++++++++++
 embodichain/lab/sim/sim_manager.py            |   2 +-
 scripts/tutorials/sim/create_robot.py         |   2 +-
 scripts/tutorials/sim/create_scene.py         |   3 +-
 tests/sim/objects/test_articulation.py        |   9 ++
 tests/sim/objects/test_rigid_object.py        |  13 +++
 tests/sim/objects/test_rigid_object_group.py  |   8 ++
 tests/sim/objects/test_robot.py               |  15 +++
 12 files changed, 283 insertions(+), 34 deletions(-)

diff --git a/embodichain/lab/sim/objects/articulation.py b/embodichain/lab/sim/objects/articulation.py
index b20650ac..f1325a6c 100644
--- a/embodichain/lab/sim/objects/articulation.py
+++ b/embodichain/lab/sim/objects/articulation.py
@@ -579,6 +579,11 @@ def __init__(
         # set default collision filter
         self._set_default_collision_filter()
 
+        # flag for collision visible node existence
+        self._has_collision_visible_node_dict = dict()
+        for link_name in self.link_names:
+            self._has_collision_visible_node_dict[link_name] = False
+
     def __str__(self) -> str:
         parent_str = super().__str__()
         return parent_str + f" | dof: {self.dof} | num_links: {self.num_links}"
@@ -1535,6 +1540,47 @@ def get_visual_material_inst(
                 result.append(mat_dict)
         return result
 
+    def set_physical_visible(
+        self,
+        visible: bool = True,
+        link_names: List[str] | None = None,
+        rgba: Sequence[float] | None = None,
+    ):
+        """set collision
+
+        Args:
+            visible (bool, optional): is collision body visible. Defaults to True.
+            link_names (List[str] | None, optional): links to set visibility. Defaults to None.
+            rgba (Sequence[float] | None, optional): collision body visible rgba. It will be defined at the first time the function is called. Defaults to None.
+        """
+        rgba = rgba if rgba is not None else (0.8, 0.2, 0.2, 0.7)
+        if len(rgba) != 4:
+            logger.log_error(f"Invalid rgba {rgba}, should be a sequence of 4 floats.")
+        rgba = np.array(
+            [
+                rgba[0],
+                rgba[1],
+                rgba[2],
+                rgba[3],
+            ]
+        )
+        link_names = self.link_names if link_names is None else link_names
+
+        # create collision visible node if not exist
+        if visible:
+            for i, env_idx in enumerate(self._all_indices):
+                for link_name in link_names:
+                    if self._has_collision_visible_node_dict[link_name] is False:
+                        self._entities[env_idx].create_physical_visible_node(
+                            rgba, link_name
+                        )
+                        self._has_collision_visible_node_dict[link_name] = True
+
+        # set visibility
+        for i, env_idx in enumerate(self._all_indices):
+            for link_name in link_names:
+                self._entities[env_idx].set_physical_visible(visible, link_name)
+
     def destroy(self) -> None:
         env = self._world.get_env()
         arenas = env.get_all_arenas()
diff --git a/embodichain/lab/sim/objects/gizmo.py b/embodichain/lab/sim/objects/gizmo.py
index 28053a7f..b3f8dc37 100644
--- a/embodichain/lab/sim/objects/gizmo.py
+++ b/embodichain/lab/sim/objects/gizmo.py
@@ -424,7 +424,7 @@ def toggle_visibility(self) -> bool:
 
         return self._is_visible
 
-    def set_visibility(self, visible: bool):
+    def set_visible(self, visible: bool):
         """
         Set the visibility of the gizmo.
 
diff --git a/embodichain/lab/sim/objects/rigid_object.py b/embodichain/lab/sim/objects/rigid_object.py
index 047df410..f6fc48c2 100644
--- a/embodichain/lab/sim/objects/rigid_object.py
+++ b/embodichain/lab/sim/objects/rigid_object.py
@@ -19,7 +19,7 @@
 import numpy as np
 
 from dataclasses import dataclass
-from typing import List, Sequence, Optional, Union
+from typing import List, Sequence, Union
 
 from dexsim.models import MeshObject
 from dexsim.types import RigidBodyGPUAPIReadType, RigidBodyGPUAPIWriteType
@@ -177,7 +177,7 @@ def __init__(
         )
 
         # data for managing body data (only for dynamic and kinematic bodies) on GPU.
-        self._data: Optional[RigidBodyData] = None
+        self._data: RigidBodyData | None = None
         if self.is_static is False:
             self._data = RigidBodyData(entities=entities, ps=self._ps, device=device)
 
@@ -196,6 +196,9 @@ def __init__(
         # set default collision filter
         self._set_default_collision_filter()
 
+        # reserve flag for collision visible node existence
+        self._has_collision_visible_node = False
+
     def __str__(self) -> str:
         parent_str = super().__str__()
         return (
@@ -204,7 +207,7 @@ def __str__(self) -> str:
         )
 
     @property
-    def body_data(self) -> Optional[RigidBodyData]:
+    def body_data(self) -> RigidBodyData | None:
         """Get the rigid body data manager for this rigid object.
 
         Returns:
@@ -266,7 +269,7 @@ def _set_default_collision_filter(self) -> None:
         self.set_collision_filter(collision_filter_data)
 
     def set_collision_filter(
-        self, filter_data: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+        self, filter_data: torch.Tensor, env_ids: Sequence[int] | None = None
     ) -> None:
         """set collision filter data for the rigid object.
 
@@ -276,7 +279,7 @@ def set_collision_filter(
                 If 2nd element is 0, the object will collision with all other objects in world.
                 3rd and 4th elements are not used currently.
 
-            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used. Defaults to None.
+            env_ids (Sequence[int] | None, optional): Environment indices. If None, then all indices are used. Defaults to None.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
 
@@ -292,13 +295,13 @@ def set_collision_filter(
             )
 
     def set_local_pose(
-        self, pose: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+        self, pose: torch.Tensor, env_ids: Sequence[int] | None = None
     ) -> None:
         """Set local pose of the rigid object.
 
         Args:
             pose (torch.Tensor): The local pose of the rigid object with shape (N, 7) or (N, 4, 4).
-            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+            env_ids (Sequence[int] | None, optional): Environment indices. If None, then all indices are used.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
 
@@ -395,10 +398,10 @@ def get_local_pose_cpu(
 
     def add_force_torque(
         self,
-        force: Optional[torch.Tensor] = None,
-        torque: Optional[torch.Tensor] = None,
-        pos: Optional[torch.Tensor] = None,
-        env_ids: Optional[Sequence[int]] = None,
+        force: torch.Tensor | None = None,
+        torque: torch.Tensor | None = None,
+        pos: torch.Tensor | None = None,
+        env_ids: Sequence[int] | None = None,
     ) -> None:
         """Add force and/or torque to the rigid object.
 
@@ -409,10 +412,10 @@ def add_force_torque(
             - if not `pos` is specified, the force and torque are applied at the center of mass of the rigid body.
 
         Args:
-            force (Optional[torch.Tensor] = None): The force to add with shape (N, 3). Defaults to None.
-            torque (Optional[torch.Tensor], optional): The torque to add with shape (N, 3). Defaults to None.
-            pos (Optional[torch.Tensor], optional): The position to apply the force at with shape (N, 3). Defaults to None.
-            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+            force (torch.Tensor | None = None): The force to add with shape (N, 3). Defaults to None.
+            torque (torch.Tensor | None, optional): The torque to add with shape (N, 3). Defaults to None.
+            pos (torch.Tensor | None, optional): The position to apply the force at with shape (N, 3). Defaults to None.
+            env_ids (Sequence[int] | None, optional): Environment indices. If None, then all indices are used.
         """
         if force is None and torque is None:
             logger.log_warning(
@@ -463,13 +466,13 @@ def add_force_torque(
     def set_attrs(
         self,
         attrs: Union[RigidBodyAttributesCfg, List[RigidBodyAttributesCfg]],
-        env_ids: Optional[Sequence[int]] = None,
+        env_ids: Sequence[int] | None = None,
     ) -> None:
         """Set physical attributes for the rigid object.
 
         Args:
             attrs (Union[RigidBodyAttributesCfg, List[RigidBodyAttributesCfg]]): The physical attributes to set.
-            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+            env_ids (Sequence[int] | None, optional): Environment indices. If None, then all indices are used.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
 
@@ -487,13 +490,13 @@ def set_attrs(
                 self._entities[env_idx].set_physical_attr(attrs[i].attr())
 
     def set_visual_material(
-        self, mat: VisualMaterial, env_ids: Optional[Sequence[int]] = None
+        self, mat: VisualMaterial, env_ids: Sequence[int] | None = None
     ) -> None:
         """Set visual material for the rigid object.
 
         Args:
             mat (VisualMaterial): The material to set.
-            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+            env_ids (Sequence[int] | None, optional): Environment indices. If None, then all indices are used.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
 
@@ -503,12 +506,12 @@ def set_visual_material(
             self._visual_material[env_idx] = mat_inst
 
     def get_visual_material_inst(
-        self, env_ids: Optional[Sequence[int]] = None
+        self, env_ids: Sequence[int] | None = None
     ) -> List[VisualMaterialInst]:
         """Get material instances for the rigid object.
 
         Args:
-            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+            env_ids (Sequence[int] | None, optional): Environment indices. If None, then all indices are used.
 
         Returns:
             List[MaterialInst]: List of material instances.
@@ -533,12 +536,12 @@ def share_visual_material_inst(self, mat_insts: List[VisualMaterialInst]) -> Non
             entity.set_material(mat_insts[i].mat)
             self._visual_material[i] = mat_insts[i]
 
-    def get_body_scale(self, env_ids: Optional[Sequence[int]] = None) -> torch.Tensor:
+    def get_body_scale(self, env_ids: Sequence[int] | None = None) -> torch.Tensor:
         """
         Retrieve the body scale for specified environment instances.
 
         Args:
-            env_ids (Optional[Sequence[int]]): A sequence of environment instance IDs.
+            env_ids (Sequence[int] | None): A sequence of environment instance IDs.
                 If None, retrieves the body scale for all instances.
 
         Returns:
@@ -553,13 +556,13 @@ def get_body_scale(self, env_ids: Optional[Sequence[int]] = None) -> torch.Tenso
         )
 
     def set_body_scale(
-        self, scale: torch.Tensor, env_ids: Optional[Sequence[int]] = None
+        self, scale: torch.Tensor, env_ids: Sequence[int] | None = None
     ) -> None:
         """Set the scale of the rigid body.
 
         Args:
             scale (torch.Tensor): The scale to set with shape (N, 3).
-            env_ids (Optional[Sequence[int]], optional): Environment indices. If None, then all indices are used.
+            env_ids (Sequence[int] | None, optional): Environment indices. If None, then all indices are used.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
 
@@ -575,12 +578,12 @@ def set_body_scale(
         else:
             logger.log_error(f"Setting body scale on GPU is not supported yet.")
 
-    def get_vertices(self, env_ids: Optional[Sequence[int]] = None) -> torch.Tensor:
+    def get_vertices(self, env_ids: Sequence[int] | None = None) -> torch.Tensor:
         """
         Retrieve the vertices of the rigid objects.
 
         Args:
-            env_ids (Optional[Sequence[int]]): A sequence of environment IDs for which to retrieve vertices.
+            env_ids (Sequence[int] | None): A sequence of environment IDs for which to retrieve vertices.
                                                 If None, retrieves vertices for all instances.
 
         Returns:
@@ -607,11 +610,11 @@ def get_user_ids(self) -> torch.Tensor:
             device=self.device,
         )
 
-    def clear_dynamics(self, env_ids: Optional[Sequence[int]] = None) -> None:
+    def clear_dynamics(self, env_ids: Sequence[int] | None = None) -> None:
         """Clear the dynamics of the rigid bodies by resetting velocities and applying zero forces and torques.
 
         Args:
-            env_ids (Optional[Sequence[int]]): Environment indices. If None, then all indices are used.
+            env_ids (Sequence[int] | None): Environment indices. If None, then all indices are used.
         """
         if self.is_non_dynamic:
             return
@@ -648,7 +651,51 @@ def clear_dynamics(self, env_ids: Optional[Sequence[int]] = None) -> None:
                 data_type=RigidBodyGPUAPIWriteType.TORQUE,
             )
 
-    def reset(self, env_ids: Optional[Sequence[int]] = None) -> None:
+    def set_physical_visible(
+        self,
+        visible: bool = True,
+        rgba: Sequence[float] | None = None,
+    ):
+        """set collion render visibility
+
+        Args:
+            visible (bool, optional): is collision body visible. Defaults to True.
+            rgba (Sequence[float] | None, optional): collision body visible rgba. It will be defined at the first time the function is called. Defaults to None.
+        """
+        rgba = rgba if rgba is not None else (0.8, 0.2, 0.2, 0.7)
+        if len(rgba) != 4:
+            logger.log_error(f"Invalid rgba {rgba}, should be a sequence of 4 floats.")
+
+        # create collision visible node if not exist
+        if visible:
+            if not self._has_collision_visible_node:
+                for i, env_idx in enumerate(self._all_indices):
+                    self._entities[env_idx].create_physical_visible_node(
+                        np.array(
+                            [
+                                rgba[0],
+                                rgba[1],
+                                rgba[2],
+                                rgba[3],
+                            ]
+                        )
+                    )
+                self._has_collision_visible_node = True
+
+        # create collision visible node if not exist
+        for i, env_idx in enumerate(self._all_indices):
+            self._entities[env_idx].set_physical_visible(visible)
+
+    def set_visible(self, visible: bool = True) -> None:
+        """Set the visibility of the rigid object.
+
+        Args:
+            visible (bool, optional): Whether the rigid object is visible. Defaults to True.
+        """
+        for i, env_idx in enumerate(self._all_indices):
+            self._entities[env_idx].set_visible(visible)
+
+    def reset(self, env_ids: Sequence[int] | None = None) -> None:
         local_env_ids = self._all_indices if env_ids is None else env_ids
         num_instances = len(local_env_ids)
         self.set_attrs(self.cfg.attrs, env_ids=local_env_ids)
diff --git a/embodichain/lab/sim/objects/rigid_object_group.py b/embodichain/lab/sim/objects/rigid_object_group.py
index d5102339..bcf13852 100644
--- a/embodichain/lab/sim/objects/rigid_object_group.py
+++ b/embodichain/lab/sim/objects/rigid_object_group.py
@@ -204,6 +204,10 @@ def __init__(
         # set default collision filter
         self._set_default_collision_filter()
 
+        # reserve flag for collision visible node existence
+        n_instances = len(self._entities[0])
+        self._has_collision_visible_node_list = [False] * n_instances
+
     def __str__(self) -> str:
         parent_str = super().__str__()
         return (
@@ -503,6 +507,53 @@ def reset(self, env_ids: Sequence[int] | None = None) -> None:
 
         self.clear_dynamics(env_ids=local_env_ids)
 
+    def set_physical_visible(
+        self,
+        visible: bool = True,
+        rgba: Sequence[float] | None = None,
+    ):
+        """set collion render visibility
+
+        Args:
+            visible (bool, optional): is collision body visible. Defaults to True.
+            rgba (Sequence[float] | None, optional): collision body visible rgba. It will be defined at the first time the function is called. Defaults to None.
+        """
+        rgba = rgba if rgba is not None else (0.8, 0.2, 0.2, 0.7)
+        if len(rgba) != 4:
+            logger.log_error(f"Invalid rgba {rgba}, should be a sequence of 4 floats.")
+
+        # create collision visible node if not exist
+        if visible:
+            for i, env_idx in enumerate(self._all_indices):
+                for intance_id, entity in enumerate(self._entities[env_idx]):
+                    if not self._has_collision_visible_node_list[intance_id]:
+                        entity.create_physical_visible_node(
+                            np.array(
+                                [
+                                    rgba[0],
+                                    rgba[1],
+                                    rgba[2],
+                                    rgba[3],
+                                ]
+                            )
+                        )
+                        self._has_collision_visible_node_list[intance_id] = True
+
+        # create collision visible node if not exist
+        for i, env_idx in enumerate(self._all_indices):
+            for entity in self._entities[env_idx]:
+                entity.set_physical_visible(visible)
+
+    def set_visible(self, visible: bool = True) -> None:
+        """Set the visibility of the rigid object group.
+
+        Args:
+            visible (bool, optional): Whether the rigid object group is visible. Defaults to True.
+        """
+        for i, env_idx in enumerate(self._all_indices):
+            for entity in self._entities[env_idx]:
+                entity.set_visible(visible)
+
     def destroy(self) -> None:
         env = self._world.get_env()
         arenas = env.get_all_arenas()
diff --git a/embodichain/lab/sim/objects/robot.py b/embodichain/lab/sim/objects/robot.py
index d53a04e0..aebcd5cb 100644
--- a/embodichain/lab/sim/objects/robot.py
+++ b/embodichain/lab/sim/objects/robot.py
@@ -586,6 +586,24 @@ def get_control_part_base_pose(
             link_name=root_link_name, env_ids=local_env_ids, to_matrix=to_matrix
         )
 
+    def get_control_part_link_names(self, name: str | None = None) -> List[str]:
+        """Get the link names of the control part.
+
+        Args:
+            name (str | None): The name of the control part. If None, return all link names.
+        Returns:
+            List[str]: link names of the control part.
+        """
+        if name is None:
+            return self.link_names
+        if name in self._control_groups:
+            return self._control_groups[name].link_names
+        else:
+            logger.log_warning(
+                f"The control part '{name}' does not exist in the robot's control parts."
+            )
+            return []
+
     def _extract_control_groups(self) -> Dict[str, ControlGroup]:
         r"""Extract control groups from the active joint names.
 
@@ -648,5 +666,46 @@ def build_pk_serial_chain(self) -> None:
         """
         self.pk_serial_chain = self.cfg.build_pk_serial_chain(device=self.device)
 
+    def set_physical_visible(
+        self,
+        visible: bool = True,
+        control_part: str | None = None,
+        rgba: Sequence[float] | None = None,
+    ):
+        """set collision of the robot or a specific control part.
+
+        Args:
+            visible (bool, optional): is collision body visible. Defaults to True.
+            control_part (str | None, optional): control part to set visibility. Defaults to None. If None, all links are set.
+            rgba (Sequence[float] | None, optional): collision body visible rgba. It will be defined at the first time the function is called. Defaults to None.
+        """
+        rgba = rgba if rgba is not None else (0.8, 0.2, 0.2, 0.7)
+        if len(rgba) != 4:
+            logger.log_error(f"Invalid rgba {rgba}, should be a sequence of 4 floats.")
+        rgba = np.array(
+            [
+                rgba[0],
+                rgba[1],
+                rgba[2],
+                rgba[3],
+            ]
+        )
+        link_names = self.get_control_part_link_names(name=control_part)
+
+        # create collision visible node if not exist
+        if visible:
+            for i, env_idx in enumerate(self._all_indices):
+                for link_name in link_names:
+                    if self._has_collision_visible_node_dict[link_name] is False:
+                        self._entities[env_idx].create_physical_visible_node(
+                            rgba, link_name
+                        )
+                        self._has_collision_visible_node_dict[link_name] = True
+
+        # set visibility
+        for i, env_idx in enumerate(self._all_indices):
+            for link_name in link_names:
+                self._entities[env_idx].set_physical_visible(visible, link_name)
+
     def destroy(self) -> None:
         return super().destroy()
diff --git a/embodichain/lab/sim/sim_manager.py b/embodichain/lab/sim/sim_manager.py
index 86579eed..a11626d0 100644
--- a/embodichain/lab/sim/sim_manager.py
+++ b/embodichain/lab/sim/sim_manager.py
@@ -1159,7 +1159,7 @@ def set_gizmo_visibility(
         """
         gizmo = self.get_gizmo(uid, control_part)
         if gizmo is not None:
-            gizmo.set_visibility(visible)
+            gizmo.set_visible(visible)
 
     def add_sensor(self, sensor_cfg: SensorCfg) -> BaseSensor:
         """General interface to add a sensor to the scene and returns a handle.
diff --git a/scripts/tutorials/sim/create_robot.py b/scripts/tutorials/sim/create_robot.py
index 1c8012bb..29a46064 100644
--- a/scripts/tutorials/sim/create_robot.py
+++ b/scripts/tutorials/sim/create_robot.py
@@ -46,7 +46,7 @@ def main():
         description="Create and simulate a robot in SimulationManager"
     )
     parser.add_argument(
-        "--num_envs", type=int, default=1, help="Number of environments to simulate"
+        "--num_envs", type=int, default=4, help="Number of environments to simulate"
     )
     parser.add_argument(
         "--device",
diff --git a/scripts/tutorials/sim/create_scene.py b/scripts/tutorials/sim/create_scene.py
index 823586ad..be353d29 100644
--- a/scripts/tutorials/sim/create_scene.py
+++ b/scripts/tutorials/sim/create_scene.py
@@ -24,8 +24,9 @@
 
 from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
 from embodichain.lab.sim.cfg import RigidBodyAttributesCfg
-from embodichain.lab.sim.shapes import CubeCfg
+from embodichain.lab.sim.shapes import CubeCfg, MeshCfg
 from embodichain.lab.sim.objects import RigidObject, RigidObjectCfg
+from dexsim.utility.path import get_resources_data_path
 
 
 def main():
diff --git a/tests/sim/objects/test_articulation.py b/tests/sim/objects/test_articulation.py
index b3ecae8b..fe93e631 100644
--- a/tests/sim/objects/test_articulation.py
+++ b/tests/sim/objects/test_articulation.py
@@ -175,6 +175,15 @@ def test_remove_articulation(self):
             self.art.uid not in self.sim.asset_uids
         ), "FAIL: Articulation UID still present after removal"
 
+    def test_set_physical_visible(self):
+        self.art.set_physical_visible(
+            visible=True,
+            rgba=(0.1, 0.1, 0.9, 0.4),
+        )
+        self.art.set_physical_visible(visible=False)
+        all_link_names = self.art.link_names
+        self.art.set_physical_visible(visible=True, link_names=all_link_names[:3])
+
     def teardown_method(self):
         """Clean up resources after each test method."""
         self.sim.destroy()
diff --git a/tests/sim/objects/test_rigid_object.py b/tests/sim/objects/test_rigid_object.py
index 56cbe7ad..86ed73d3 100644
--- a/tests/sim/objects/test_rigid_object.py
+++ b/tests/sim/objects/test_rigid_object.py
@@ -67,6 +67,7 @@ def setup_simulation(self, sim_device):
                 uid="table", shape=MeshCfg(fpath=table_path), body_type="static"
             ),
         )
+
         self.chair: RigidObject = self.sim.add_rigid_object(
             cfg=RigidObjectCfg(
                 uid="chair", shape=MeshCfg(fpath=chair_path), body_type="kinematic"
@@ -253,6 +254,18 @@ def test_remove(self):
             self.duck.uid not in self.sim.asset_uids
         ), "Duck UID still present after removal"
 
+    def test_set_physical_visible(self):
+        self.table.set_physical_visible(
+            visible=True,
+            rgba=(0.1, 0.1, 0.9, 0.4),
+        )
+        self.table.set_physical_visible(visible=True)
+        self.table.set_physical_visible(visible=False)
+
+    def test_set_visible(self):
+        self.table.set_visible(visible=True)
+        self.table.set_visible(visible=False)
+
     def teardown_method(self):
         """Clean up resources after each test method."""
         self.sim.destroy()
diff --git a/tests/sim/objects/test_rigid_object_group.py b/tests/sim/objects/test_rigid_object_group.py
index 8acff650..e9a818ee 100644
--- a/tests/sim/objects/test_rigid_object_group.py
+++ b/tests/sim/objects/test_rigid_object_group.py
@@ -107,6 +107,14 @@ def test_remove(self):
             self.obj_group.uid not in self.sim.asset_uids
         ), "Object group UID still present after removal"
 
+    def test_set_physical_visible(self):
+        self.obj_group.set_physical_visible(visible=True)
+        self.obj_group.set_physical_visible(visible=False)
+
+    def test_set_visible(self):
+        self.obj_group.set_visible(visible=True)
+        self.obj_group.set_visible(visible=False)
+
     def teardown_method(self):
         """Clean up resources after each test method."""
         self.sim.destroy()
diff --git a/tests/sim/objects/test_robot.py b/tests/sim/objects/test_robot.py
index 282abed1..e5c28ca8 100644
--- a/tests/sim/objects/test_robot.py
+++ b/tests/sim/objects/test_robot.py
@@ -245,6 +245,21 @@ def teardown_method(self):
         """Clean up resources after each test method."""
         self.sim.destroy()
 
+    def test_set_physical_visible(self):
+        self.robot.set_physical_visible(
+            visible=True,
+            rgba=(0.1, 0.1, 0.9, 0.4),
+            control_part="left_arm",
+        )
+        self.robot.set_physical_visible(
+            visible=True,
+            control_part="left_arm",
+        )
+        self.robot.set_physical_visible(
+            visible=False,
+            control_part="left_arm",
+        )
+
 
 class TestRobotCPU(BaseRobotTest):
     def setup_method(self):

From c4ccdeb3ed8e78e1a12e102d6fb1d27329d7a114 Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Tue, 16 Dec 2025 06:26:31 +0000
Subject: [PATCH 28/92] Enable unit test for soft object (#39)

---
 embodichain/lab/sim/sim_manager.py    | 23 +++++++++++++++++++++++
 tests/sim/objects/test_soft_object.py |  1 -
 2 files changed, 23 insertions(+), 1 deletion(-)

diff --git a/embodichain/lab/sim/sim_manager.py b/embodichain/lab/sim/sim_manager.py
index a11626d0..d31e2c65 100644
--- a/embodichain/lab/sim/sim_manager.py
+++ b/embodichain/lab/sim/sim_manager.py
@@ -280,6 +280,7 @@ def asset_uids(self) -> List[str]:
         uid_list.extend(list(self._robots.keys()))
         uid_list.extend(list(self._rigid_objects.keys()))
         uid_list.extend(list(self._rigid_object_groups.keys()))
+        uid_list.extend(list(self._soft_objects.keys()))
         uid_list.extend(list(self._articulations.keys()))
         return uid_list
 
@@ -795,6 +796,20 @@ def get_rigid_object(self, uid: str) -> RigidObject | None:
             return None
         return self._rigid_objects[uid]
 
+    def get_soft_object(self, uid: str) -> SoftObject | None:
+        """Get a soft object by its unique ID.
+
+        Args:
+            uid (str): The unique ID of the soft object.
+
+        Returns:
+            SoftObject | None: The soft object instance if found, otherwise None.
+        """
+        if uid not in self._soft_objects:
+            logger.log_warning(f"Soft object {uid} not found.")
+            return None
+        return self._soft_objects[uid]
+
     def get_rigid_object_uid_list(self) -> List[str]:
         """Get current rigid body uid list
 
@@ -803,6 +818,14 @@ def get_rigid_object_uid_list(self) -> List[str]:
         """
         return list(self._rigid_objects.keys())
 
+    def get_soft_object_uid_list(self) -> List[str]:
+        """Get current soft body uid list
+
+        Returns:
+            List[str]: list of soft body uid.
+        """
+        return list(self._soft_objects.keys())
+
     def add_rigid_object_group(self, cfg: RigidObjectGroupCfg) -> RigidObjectGroup:
         """Add a rigid object group to the scene.
 
diff --git a/tests/sim/objects/test_soft_object.py b/tests/sim/objects/test_soft_object.py
index 88ea2d25..3099c2da 100644
--- a/tests/sim/objects/test_soft_object.py
+++ b/tests/sim/objects/test_soft_object.py
@@ -92,7 +92,6 @@ def teardown_method(self):
         self.sim.destroy()
 
 
-@pytest.mark.skip(reason="Skipping SoftObject test now")
 class TestSoftObjectCUDA(BaseSoftObjectTest):
     def setup_method(self):
         self.setup_simulation()

From 806c4a24cda3818791f79fb5c4eeedbd80b2d99e Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Thu, 18 Dec 2025 07:56:55 +0000
Subject: [PATCH 29/92] Update project setup method (#40)

---
 .github/release.yml                           | 32 +++++++++
 .github/workflows/main.yml                    | 62 ++++++++++++++---
 .gitignore                                    |  2 +
 MANIFEST.in                                   |  1 +
 docs/source/quick_start/install.md            |  2 +-
 embodichain/__init__.py                       |  2 +-
 embodichain/lab/sim/objects/articulation.py   | 12 ++--
 embodichain/lab/sim/objects/rigid_object.py   | 12 ++--
 .../lab/sim/objects/rigid_object_group.py     | 15 ++--
 embodichain/lab/sim/objects/soft_object.py    |  3 +-
 embodichain/lab/sim/sim_manager.py            |  8 +--
 pyproject.toml                                | 11 +--
 setup.py                                      | 69 +++++++++++--------
 13 files changed, 169 insertions(+), 62 deletions(-)
 create mode 100644 .github/release.yml
 create mode 100644 MANIFEST.in

diff --git a/.github/release.yml b/.github/release.yml
new file mode 100644
index 00000000..d0a04950
--- /dev/null
+++ b/.github/release.yml
@@ -0,0 +1,32 @@
+# .github/release.yml
+
+changelog:
+  categories:
+    - title: "🚀 New Features"
+      labels:
+        - feature
+
+    - title: "🐛 Bug Fixes"
+      labels:
+        - bug
+
+    - title: "🔧 Improvements"
+      labels:
+        - refactor
+        - enhancement
+
+    - title: "⚠️ Breaking Changes"
+      labels:
+        - breaking
+
+    - title: "📚 Documentation"
+      labels:
+        - docs
+
+    - title: "🛠 Internal / CI"
+      labels:
+        - ci
+
+  exclude:
+    labels:
+      - skip-release-notes
\ No newline at end of file
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 84ed7706..7d819218 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -25,7 +25,7 @@ jobs:
       options: --memory 100g --gpus device=1 --shm-size 53687091200
     steps:
       - uses: actions/checkout@v4
-      - name: (CI) Code Style check
+      - name: Code Style check
         run: |
           echo "Workspace: ${GITHUB_WORKSPACE}"
           ls
@@ -46,12 +46,14 @@ jobs:
     container: *container_template
     steps:
       - uses: actions/checkout@v4
-      - name: (CI) Build docs
+      - name: Build docs
         run: |
-          pip install -e .
+          pip install -e . --extra-index-url http://pyp.open3dv.site:2345/simple/ --trusted-host pyp.open3dv.site
           pip install -r docs/requirements.txt
           cd ${GITHUB_WORKSPACE}/docs
           echo "Start Building docs..."
+          pip uninstall pymeshlab -y
+          pip install pymeshlab==2023.12.post3
           make html
       - name: Upload docs artifact
         if: github.event_name == 'push' && github.ref == 'refs/heads/main'
@@ -71,11 +73,13 @@ jobs:
     container: *container_template
     steps:
       - uses: actions/checkout@v4
-      - name: (CI) Run tests
+      - name: Run tests
         run: |
-          pip install -e .
+          pip install -e . --extra-index-url http://pyp.open3dv.site:2345/simple/ --trusted-host pyp.open3dv.site
           echo "Unit test Start"
           export HF_ENDPOINT=https://hf-mirror.com
+          pip uninstall pymeshlab -y
+          pip install pymeshlab==2023.12.post3
           pytest tests
 
   publish:
@@ -92,11 +96,49 @@ jobs:
     container: *container_template
     steps:
       - uses: actions/checkout@v4
-      - name: (CI) Publish package
-        run: echo "start publish stage"
-      - name: (CI) Download docs artifact
+      - name: Download docs artifact
         uses: actions/download-artifact@v4
         with:
           name: github-pages
-      - name: (CI) Deploy GitHub Pages
-        uses: actions/deploy-pages@v4
\ No newline at end of file
+
+      - name: Deploy GitHub Pages
+        uses: actions/deploy-pages@v4
+
+
+  release:
+    if: startsWith(github.ref, 'refs/tags/v')
+    runs-on: Linux
+    permissions:
+      contents: write
+      id-token: write   # PyPI Trusted Publishing
+
+    container: *container_template
+
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0   
+
+      - name: (Release) Install build tools
+        run: |
+          python -m pip install --upgrade pip
+          pip install build
+
+      - name: (Release) Build sdist and wheel
+        run: |
+          python -m build --wheel
+
+      - name: (Release) Create GitHub Release (draft)
+        uses: softprops/action-gh-release@v2
+        with:
+          draft: true
+          generate_release_notes: true
+          files: |
+            dist/*
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: (Release) Publish to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          password: ${{ secrets.PYPI_API_TOKEN }}
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index dc87025b..cbe06491 100644
--- a/.gitignore
+++ b/.gitignore
@@ -195,3 +195,5 @@ wandb/
 
 # vscode settings
 .vscode/
+
+embodichain/VERSION
diff --git a/MANIFEST.in b/MANIFEST.in
new file mode 100644
index 00000000..ceeea233
--- /dev/null
+++ b/MANIFEST.in
@@ -0,0 +1 @@
+include VERSION
diff --git a/docs/source/quick_start/install.md b/docs/source/quick_start/install.md
index 58f0bb6c..63891019 100644
--- a/docs/source/quick_start/install.md
+++ b/docs/source/quick_start/install.md
@@ -53,7 +53,7 @@ git clone https://github.com/DexForce/EmbodiChain.git
 Install the project in development mode:
 
 ```bash
-pip install -e . 
+pip install -e . --extra-index-url http://pyp.open3dv.site:2345/simple/ --trusted-host pyp.open3dv.site
 ```
 
 ### Verify Installation
diff --git a/embodichain/__init__.py b/embodichain/__init__.py
index f818cf7b..c0b0271e 100644
--- a/embodichain/__init__.py
+++ b/embodichain/__init__.py
@@ -21,7 +21,7 @@
 
 # Read version from VERSION file
 def _get_version():
-    version_file = os.path.join(os.path.dirname(embodichain_dir), "VERSION")
+    version_file = os.path.join(embodichain_dir, "VERSION")
     try:
         with open(version_file, "r") as f:
             return f.read().strip()
diff --git a/embodichain/lab/sim/objects/articulation.py b/embodichain/lab/sim/objects/articulation.py
index f1325a6c..e92a56b8 100644
--- a/embodichain/lab/sim/objects/articulation.py
+++ b/embodichain/lab/sim/objects/articulation.py
@@ -71,10 +71,14 @@ def __init__(
 
         # get gpu indices for the entities.
         # only meaningful when using GPU physics.
-        self.gpu_indices = torch.as_tensor(
-            [np.int32(entity.get_gpu_index()) for entity in self.entities],
-            dtype=torch.int32,
-            device=self.device,
+        self.gpu_indices = (
+            torch.as_tensor(
+                [entity.get_gpu_index() for entity in self.entities],
+                dtype=torch.int32,
+                device=self.device,
+            )
+            if self.device.type == "cuda"
+            else None
         )
 
         self.dof = self.entities[0].get_dof()
diff --git a/embodichain/lab/sim/objects/rigid_object.py b/embodichain/lab/sim/objects/rigid_object.py
index f6fc48c2..a9e88a96 100644
--- a/embodichain/lab/sim/objects/rigid_object.py
+++ b/embodichain/lab/sim/objects/rigid_object.py
@@ -60,10 +60,14 @@ def __init__(
         self.device = device
 
         # get gpu indices for the entities.
-        self.gpu_indices = torch.as_tensor(
-            [entity.get_gpu_index() for entity in self.entities],
-            dtype=torch.int32,
-            device=self.device,
+        self.gpu_indices = (
+            torch.as_tensor(
+                [entity.get_gpu_index() for entity in self.entities],
+                dtype=torch.int32,
+                device=self.device,
+            )
+            if self.device.type == "cuda"
+            else None
         )
 
         # Initialize rigid body data.
diff --git a/embodichain/lab/sim/objects/rigid_object_group.py b/embodichain/lab/sim/objects/rigid_object_group.py
index bcf13852..a9eb0ea8 100644
--- a/embodichain/lab/sim/objects/rigid_object_group.py
+++ b/embodichain/lab/sim/objects/rigid_object_group.py
@@ -58,10 +58,17 @@ def __init__(
         self.device = device
 
         # get gpu indices for the rigid bodies with shape of (num_instances, num_objects)
-        self.gpu_indices = torch.as_tensor(
-            [[entity.get_gpu_index() for entity in instance] for instance in entities],
-            dtype=torch.int32,
-            device=self.device,
+        self.gpu_indices = (
+            torch.as_tensor(
+                [
+                    [entity.get_gpu_index() for entity in instance]
+                    for instance in entities
+                ],
+                dtype=torch.int32,
+                device=self.device,
+            )
+            if self.device.type == "cuda"
+            else None
         )
 
         # Initialize rigid body group data tensors. Shape of (num_instances, num_objects, data_dim)
diff --git a/embodichain/lab/sim/objects/soft_object.py b/embodichain/lab/sim/objects/soft_object.py
index 62e45c8a..161aafa8 100644
--- a/embodichain/lab/sim/objects/soft_object.py
+++ b/embodichain/lab/sim/objects/soft_object.py
@@ -43,7 +43,7 @@ class SoftBodyData:
     """Data manager for soft body
 
     Note:
-        1. The pose data managed by dexsim is in the format of (qx, qy, qz, qw, x, y, z), but in EmbodySim, we use (x, y, z, qw, qx, qy, qz) format.
+        1. The pose data managed by dexsim is in the format of (qx, qy, qz, qw, x, y, z), but in EmbodiChain, we use (x, y, z, qw, qx, qy, qz) format.
     """
 
     def __init__(
@@ -171,7 +171,6 @@ def __init__(
 
         self._data = SoftBodyData(entities=entities, ps=self._ps, device=device)
 
-        # TODO: soft body physical attribute is already set in soft body creation(embodichain/lab/sim/utility/sim_utils.py load_soft_object_from_cfg)
         self._world.update(0.001)
 
         super().__init__(cfg=cfg, entities=entities, device=device)
diff --git a/embodichain/lab/sim/sim_manager.py b/embodichain/lab/sim/sim_manager.py
index d31e2c65..21024950 100644
--- a/embodichain/lab/sim/sim_manager.py
+++ b/embodichain/lab/sim/sim_manager.py
@@ -373,7 +373,7 @@ def init_gpu_physics(self) -> None:
         rigid_body_num = (
             0
             if self._get_non_static_rigid_obj_num() == 0
-            else len(self._ps.gpu_rigid_indices)
+            else len(self._ps.get_gpu_rigid_indices())
         )
         self._rigid_body_pose = torch.zeros(
             (rigid_body_num, 7), dtype=torch.float32, device=self.device
@@ -383,7 +383,7 @@ def init_gpu_physics(self) -> None:
         articulation_num = (
             0
             if len(self._articulations) == 0 and len(self._robots) == 0
-            else len(self._ps.gpu_articulation_indices)
+            else len(self._ps.get_gpu_articulation_indices())
         )
         max_link_count = self._ps.gpu_get_articulation_max_link_count()
         self._link_pose = torch.zeros(
@@ -452,14 +452,14 @@ def _sync_gpu_data(self) -> None:
             if len(self._rigid_body_pose) > 0:
                 self._ps.gpu_fetch_rigid_body_data(
                     data=CudaArray(self._rigid_body_pose),
-                    gpu_indices=self._ps.gpu_rigid_indices,
+                    gpu_indices=self._ps.get_gpu_rigid_indices(),
                     data_type=RigidBodyGPUAPIReadType.POSE,
                 )
 
             if len(self._link_pose) > 0:
                 self._ps.gpu_fetch_link_data(
                     data=CudaArray(self._link_pose),
-                    gpu_indices=self._ps.gpu_articulation_indices,
+                    gpu_indices=self._ps.get_gpu_articulation_indices(),
                     data_type=ArticulationGPUAPIReadType.LINK_GLOBAL_POSE,
                 )
 
diff --git a/pyproject.toml b/pyproject.toml
index 85506d9a..da8ca266 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@
 # is still executed during build. This is a minimal, non-opinionated pyproject
 # that modernizes the package while preserving the custom extension build steps.
 requires = ["setuptools>=61.0", "wheel"]
-build-backend = "setuptools.build_meta:__legacy__"
+build-backend = "setuptools.build_meta"
 
 
 # Note:
@@ -17,17 +17,16 @@ build-backend = "setuptools.build_meta:__legacy__"
 
 [project]
 name = "embodichain"
-version = "0.0.1"
 description = "An end-to-end, GPU-accelerated, and modular platform for building generalized Embodied Intelligence."
 readme = "README.md"
 authors = [ { name = "EmbodiChain Developers" } ]
 requires-python = ">=3.10"
-
+dynamic = ["version"]
 
 # Core install dependencies (kept from requirements.txt). Some VCS links are
 # specified using PEP 508 direct references where present.
 dependencies = [
-  "dexsim_engine @ http://pyp.open3dv.site:2345/packages/dexsim_engine-0.3.7-cp310-cp310-manylinux_2_31_x86_64.whl",
+  "dexsim_engine",
   "setuptools>=78.1.1",
   "gymnasium==0.29.1",
   "casadi==3.7.1",
@@ -45,7 +44,6 @@ dependencies = [
   "transformers>=4.53.0",
   "diffusers>=0.32.1",
   "deepspeed>=0.16.2",
-  "cvxpy==1.4.0",
   "ortools",
   "prettytable",
   "black==24.3.0",
@@ -53,6 +51,9 @@ dependencies = [
   "h5py",
 ]
 
+[tool.setuptools.dynamic]
+version = { file = ["VERSION"] }
+
 [tool.setuptools.packages.find]
 where = ["."]
 exclude = ["docs"]
diff --git a/setup.py b/setup.py
index ae041d57..8325ffbf 100644
--- a/setup.py
+++ b/setup.py
@@ -19,6 +19,7 @@
 import os
 import shutil
 import sys
+import argparse
 from os import path as osp
 from pathlib import Path
 
@@ -94,30 +95,44 @@ def get_data_files_of_a_directory(source_dir, target_dir=None, ignore_py=False):
     return filelist
 
 
-# Extract version
-here = osp.abspath(osp.dirname(__file__))
-version = None
-with open(os.path.join(os.path.dirname(__file__), "VERSION")) as f:
-    full_version = f.read().strip()
-    version = ".".join(full_version.split(".")[:3])
-
-ignore_py = sys.argv[1] == "bdist_nuitka" if len(sys.argv) > 1 else False
-data_files = []
-data_files += get_data_files_of_a_directory("embodichain", ignore_py=ignore_py)
-
-cmdclass = {"clean": CleanCommand}
-if BuildExtension is not None:
-    cmdclass["build_ext"] = BuildExtension.with_options(no_python_abi_suffix=True)
-
-setup(
-    name="embodichain",
-    version=version,
-    url="https://github.com/DexForce/EmbodiChain",
-    author="EmbodiChain Developers",
-    description="An end-to-end, GPU-accelerated, and modular platform for building generalized Embodied Intelligence.",
-    packages=find_packages(exclude=["docs"]),
-    data_files=data_files,
-    entry_points={},
-    cmdclass=cmdclass,
-    include_package_data=True,
-)
+def get_version():
+    with open(os.path.join(os.path.dirname(__file__), "VERSION")) as f:
+        full_version = f.read().strip()
+        version = ".".join(full_version.split(".")[:3])
+    return version
+
+
+def main():
+    # Extract version
+    version = get_version()
+
+    data_files = []
+    data_files += get_data_files_of_a_directory("embodichain", ignore_py=False)
+
+    cmdclass = {"clean": CleanCommand}
+    if BuildExtension is not None:
+        cmdclass["build_ext"] = BuildExtension.with_options(no_python_abi_suffix=True)
+
+    setup(
+        name="embodichain",
+        version=version,
+        url="https://github.com/DexForce/EmbodiChain",
+        author="EmbodiChain Developers",
+        description="An end-to-end, GPU-accelerated, and modular platform for building generalized Embodied Intelligence.",
+        packages=find_packages(exclude=["docs"]),
+        data_files=data_files,
+        entry_points={},
+        cmdclass=cmdclass,
+        include_package_data=True,
+    )
+
+    # Copy VERSION file into the package directory for wheel/sdist
+    src_version = os.path.join(THIS_DIR, "VERSION")
+    dst_version = os.path.join(THIS_DIR, "embodichain", "VERSION")
+    if os.path.exists(src_version):
+        shutil.copyfile(src_version, dst_version)
+        logger.info(f"Copied VERSION to {dst_version}")
+
+
+if __name__ == "__main__":
+    main()

From 474ed574b8ed246dbb6de86defe63869653210e7 Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Thu, 18 Dec 2025 09:42:18 +0000
Subject: [PATCH 30/92] Fix camera extrinsics functor (#43)

---
 embodichain/lab/gym/envs/managers/randomization/rendering.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/embodichain/lab/gym/envs/managers/randomization/rendering.py b/embodichain/lab/gym/envs/managers/randomization/rendering.py
index b1e378d8..535ebd66 100644
--- a/embodichain/lab/gym/envs/managers/randomization/rendering.py
+++ b/embodichain/lab/gym/envs/managers/randomization/rendering.py
@@ -106,7 +106,7 @@ def randomize_camera_extrinsics(
                 .unsqueeze_(0)
                 .repeat(num_instance, 1)
             )
-            init_euler = euler_xyz_from_quat(init_quat_np)
+            init_euler = torch.stack(euler_xyz_from_quat(init_quat_np), dim=1)
             # 2. Sample perturbation for euler angles
             random_value = sample_uniform(
                 lower=torch.tensor(euler_range[0]),
@@ -114,7 +114,8 @@ def randomize_camera_extrinsics(
                 size=(num_instance, 3),
             )
             # 3. Add perturbation to each environment and convert back to quaternion
-            new_quat = quat_from_euler_xyz(init_euler + random_value)
+            roll, pitch, yaw = (init_euler + random_value).unbind(dim=1)
+            new_quat = quat_from_euler_xyz(roll, pitch, yaw)
             new_pose[:, 3:7] = new_quat
 
         camera.set_local_pose(new_pose, env_ids=env_ids)

From 37b84d943d7016cb902d2a96829ee5b901f4f8d1 Mon Sep 17 00:00:00 2001
From: Chen Jian <mtfl1996@outlook.com>
Date: Thu, 18 Dec 2025 17:54:26 +0800
Subject: [PATCH 31/92] upgrade pytorch kinematic to 076 (#42)

Co-authored-by: chenjian <chenjian@dexforce.com>
---
 embodichain/lab/sim/utility/import_utils.py | 2 +-
 pyproject.toml                              | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/embodichain/lab/sim/utility/import_utils.py b/embodichain/lab/sim/utility/import_utils.py
index 0630a48e..09212108 100644
--- a/embodichain/lab/sim/utility/import_utils.py
+++ b/embodichain/lab/sim/utility/import_utils.py
@@ -33,7 +33,7 @@ def lazy_import_pytorch_kinematics():
         return pk
     except ImportError as e:
         logger.log_warning(
-            "pytorch_kinematics not installed. Install with `pip install pytorch_kinematics==0.7.5`"
+            "pytorch_kinematics not installed. Install with `pip install pytorch_kinematics==0.7.6`"
         )
         raise e
 
diff --git a/pyproject.toml b/pyproject.toml
index da8ca266..7ce70560 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -35,7 +35,7 @@ dependencies = [
   "qpsolvers==4.8.1",
   "pin-pink==3.4.0",
   "py_opw_kinematics==0.1.6",
-  "pytorch_kinematics==0.7.5",
+  "pytorch_kinematics==0.7.6",
   "polars==1.31.0",
   "PyYAML>=6.0",
   "accelerate==1.2.1",

From 9251591125794b12a6510936ce997ee8c0ccaed1 Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Sat, 20 Dec 2025 09:53:14 +0000
Subject: [PATCH 32/92] Fix Articulation GPU issue  (#44)

---
 embodichain/lab/sim/cfg.py                    |  1 -
 embodichain/lab/sim/objects/articulation.py   | 10 +++++--
 embodichain/lab/sim/objects/rigid_object.py   | 30 +++++++++++++++++--
 .../lab/sim/objects/rigid_object_group.py     |  8 ++---
 embodichain/lab/sim/objects/soft_object.py    |  4 +--
 5 files changed, 38 insertions(+), 15 deletions(-)

diff --git a/embodichain/lab/sim/cfg.py b/embodichain/lab/sim/cfg.py
index 9fef7b58..1e325e01 100644
--- a/embodichain/lab/sim/cfg.py
+++ b/embodichain/lab/sim/cfg.py
@@ -165,7 +165,6 @@ def attr(self) -> PhysicalAttr:
         attr.mass = self.mass
         attr.contact_offset = self.contact_offset
         attr.rest_offset = self.rest_offset
-        attr.enable_collision = self.enable_collision
         attr.dynamic_friction = self.dynamic_friction
         attr.static_friction = self.static_friction
         attr.angular_damping = self.angular_damping
diff --git a/embodichain/lab/sim/objects/articulation.py b/embodichain/lab/sim/objects/articulation.py
index e92a56b8..5b45072f 100644
--- a/embodichain/lab/sim/objects/articulation.py
+++ b/embodichain/lab/sim/objects/articulation.py
@@ -511,9 +511,7 @@ def __init__(
         self.device = device
 
         # Store all indices for batch operations
-        self._all_indices = torch.arange(
-            len(entities), dtype=torch.int32, device=device
-        )
+        self._all_indices = torch.arange(len(entities), dtype=torch.int32).tolist()
 
         if device.type == "cuda":
             self._world.update(0.001)
@@ -799,6 +797,7 @@ def set_local_pose(
             # we should keep `pose_` life cycle to the end of the function.
             pose_ = torch.cat((quat, xyz), dim=-1)
             indices = self.body_data.gpu_indices[local_env_ids]
+            torch.cuda.synchronize(self.device)
             self._ps.gpu_apply_root_data(
                 data=pose_,
                 gpu_indices=indices,
@@ -978,6 +977,7 @@ def set_qpos(
             indices = self.body_data.gpu_indices[local_env_ids]
             qpos_set = self.body_data._qpos[local_env_ids]
             qpos_set[:, local_joint_ids] = qpos
+            torch.cuda.synchronize(self.device)
             self._ps.gpu_apply_joint_data(
                 data=qpos_set,
                 gpu_indices=indices,
@@ -1041,6 +1041,7 @@ def set_qvel(
                 self.body_data.qvel
                 qvel_set = self.body_data._qvel[local_env_ids]
                 qvel_set[:, joint_ids] = qvel
+            torch.cuda.synchronize(self.device)
             self._ps.gpu_apply_joint_data(
                 data=qvel_set,
                 gpu_indices=indices,
@@ -1081,6 +1082,7 @@ def set_qf(
                 self.body_data.qf
                 qf_set = self.body_data._qf[local_env_ids]
                 qf_set[:, joint_ids] = qf
+            torch.cuda.synchronize(self.device)
             self._ps.gpu_apply_joint_data(
                 data=qf_set,
                 gpu_indices=indices,
@@ -1161,11 +1163,13 @@ def clear_dynamics(self, env_ids: Sequence[int] | None = None) -> None:
                 (len(local_env_ids), self.dof), dtype=torch.float32, device=self.device
             )
             indices = self.body_data.gpu_indices[local_env_ids]
+            torch.cuda.synchronize(self.device)
             self._ps.gpu_apply_joint_data(
                 data=zeros,
                 gpu_indices=indices,
                 data_type=ArticulationGPUAPIWriteType.JOINT_VELOCITY,
             )
+            torch.cuda.synchronize(self.device)
             self._ps.gpu_apply_joint_data(
                 data=zeros,
                 gpu_indices=indices,
diff --git a/embodichain/lab/sim/objects/rigid_object.py b/embodichain/lab/sim/objects/rigid_object.py
index a9e88a96..a6b650c8 100644
--- a/embodichain/lab/sim/objects/rigid_object.py
+++ b/embodichain/lab/sim/objects/rigid_object.py
@@ -176,9 +176,7 @@ def __init__(
         self._world = dexsim.default_world()
         self._ps = self._world.get_physics_scene()
 
-        self._all_indices = torch.arange(
-            len(entities), dtype=torch.int32, device=device
-        )
+        self._all_indices = torch.arange(len(entities), dtype=torch.int32).tolist()
 
         # data for managing body data (only for dynamic and kinematic bodies) on GPU.
         self._data: RigidBodyData | None = None
@@ -200,6 +198,12 @@ def __init__(
         # set default collision filter
         self._set_default_collision_filter()
 
+        # TODO: Must be called after setting all attributes.
+        # May be improved in the future.
+        if cfg.attrs.enable_collision is False:
+            flag = torch.zeros(len(entities), dtype=torch.bool)
+            self.enable_collision(flag)
+
         # reserve flag for collision visible node existence
         self._has_collision_visible_node = False
 
@@ -614,6 +618,26 @@ def get_user_ids(self) -> torch.Tensor:
             device=self.device,
         )
 
+    def enable_collision(
+        self, enable: torch.Tensor, env_ids: Sequence[int] | None = None
+    ) -> None:
+        """Enable or disable collision for the rigid bodies.
+
+        Args:
+            enable (torch.Tensor): A tensor of shape (N,) representing whether to enable collision for each rigid body.
+            env_ids (Sequence[int] | None): Environment indices. If None, then all indices are used.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if len(local_env_ids) != len(enable):
+            logger.log_error(
+                f"Length of env_ids {len(local_env_ids)} does not match enable length {len(enable)}."
+            )
+
+        enable_list = enable.tolist()
+        for i, env_idx in enumerate(local_env_ids):
+            self._entities[env_idx].enable_collision(bool(enable_list[i]))
+
     def clear_dynamics(self, env_ids: Sequence[int] | None = None) -> None:
         """Clear the dynamics of the rigid bodies by resetting velocities and applying zero forces and torques.
 
diff --git a/embodichain/lab/sim/objects/rigid_object_group.py b/embodichain/lab/sim/objects/rigid_object_group.py
index a9eb0ea8..baf62f49 100644
--- a/embodichain/lab/sim/objects/rigid_object_group.py
+++ b/embodichain/lab/sim/objects/rigid_object_group.py
@@ -187,12 +187,10 @@ def __init__(
         self._world = dexsim.default_world()
         self._ps = self._world.get_physics_scene()
 
-        self._all_indices = torch.arange(
-            len(entities), dtype=torch.int32, device=device
-        )
+        self._all_indices = torch.arange(len(entities), dtype=torch.int32).tolist()
         self._all_obj_indices = torch.arange(
-            len(entities[0]), dtype=torch.int32, device=device
-        )
+            len(entities[0]), dtype=torch.int32
+        ).tolist()
 
         # data for managing body data (only for dynamic and kinematic bodies) on GPU.
         self._data = RigidBodyGroupData(entities=entities, ps=self._ps, device=device)
diff --git a/embodichain/lab/sim/objects/soft_object.py b/embodichain/lab/sim/objects/soft_object.py
index 161aafa8..be9bd57d 100644
--- a/embodichain/lab/sim/objects/soft_object.py
+++ b/embodichain/lab/sim/objects/soft_object.py
@@ -165,9 +165,7 @@ def __init__(
     ) -> None:
         self._world = dexsim.default_world()
         self._ps = self._world.get_physics_scene()
-        self._all_indices = torch.arange(
-            len(entities), dtype=torch.int32, device=device
-        )
+        self._all_indices = torch.arange(len(entities), dtype=torch.int32).tolist()
 
         self._data = SoftBodyData(entities=entities, ps=self._ps, device=device)
 

From 6b300a23eb5d9b997618205f3139adea6cb54264 Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Sun, 21 Dec 2025 08:09:20 +0000
Subject: [PATCH 33/92] Fix Rigid Object/Group CUDA memory issue  (#46)

---
 embodichain/lab/sim/objects/rigid_object.py       | 3 +++
 embodichain/lab/sim/objects/rigid_object_group.py | 2 ++
 2 files changed, 5 insertions(+)

diff --git a/embodichain/lab/sim/objects/rigid_object.py b/embodichain/lab/sim/objects/rigid_object.py
index a6b650c8..c701236c 100644
--- a/embodichain/lab/sim/objects/rigid_object.py
+++ b/embodichain/lab/sim/objects/rigid_object.py
@@ -350,6 +350,7 @@ def set_local_pose(
             # we should keep `pose_` life cycle to the end of the function.
             pose = torch.cat((quat, xyz), dim=-1)
             indices = self.body_data.gpu_indices[local_env_ids]
+            torch.cuda.synchronize(self.device)
             self._ps.gpu_apply_rigid_body_data(
                 data=pose.clone(),
                 gpu_indices=indices,
@@ -458,6 +459,7 @@ def add_force_torque(
 
         else:
             indices = self.body_data.gpu_indices[local_env_ids]
+            torch.cuda.synchronize(self.device)
             if force is not None:
                 self._ps.gpu_apply_rigid_body_data(
                     data=force,
@@ -658,6 +660,7 @@ def clear_dynamics(self, env_ids: Sequence[int] | None = None) -> None:
                 (len(local_env_ids), 3), dtype=torch.float32, device=self.device
             )
             indices = self.body_data.gpu_indices[local_env_ids]
+            torch.cuda.synchronize(self.device)
             self._ps.gpu_apply_rigid_body_data(
                 data=zeros,
                 gpu_indices=indices,
diff --git a/embodichain/lab/sim/objects/rigid_object_group.py b/embodichain/lab/sim/objects/rigid_object_group.py
index baf62f49..f22a2453 100644
--- a/embodichain/lab/sim/objects/rigid_object_group.py
+++ b/embodichain/lab/sim/objects/rigid_object_group.py
@@ -362,6 +362,7 @@ def set_local_pose(
             indices = self.body_data.gpu_indices[local_env_ids][
                 :, local_obj_ids
             ].flatten()
+            torch.cuda.synchronize(self.device)
             self._ps.gpu_apply_rigid_body_data(
                 data=pose.clone(),
                 gpu_indices=indices,
@@ -433,6 +434,7 @@ def clear_dynamics(self, env_ids: Sequence[int] | None = None) -> None:
                 device=self.device,
             )
             indices = self.body_data.gpu_indices[local_env_ids].flatten()
+            torch.cuda.synchronize(self.device)
             self._ps.gpu_apply_rigid_body_data(
                 data=zeros,
                 gpu_indices=indices,

From c2e38f3ffe33f9ead72367ac3ffbc11fae66610f Mon Sep 17 00:00:00 2001
From: Jietao Chen <61959467+chase6305@users.noreply.github.com>
Date: Tue, 23 Dec 2025 14:48:25 +0800
Subject: [PATCH 34/92] Fix: add component type check on add_component (#50)

Co-authored-by: Jietao Chen <chenjietao@dexforce.com>
---
 embodichain/toolkits/urdf_assembly/urdf_assembly_manager.py | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/embodichain/toolkits/urdf_assembly/urdf_assembly_manager.py b/embodichain/toolkits/urdf_assembly/urdf_assembly_manager.py
index 3dd4303c..6637b99c 100644
--- a/embodichain/toolkits/urdf_assembly/urdf_assembly_manager.py
+++ b/embodichain/toolkits/urdf_assembly/urdf_assembly_manager.py
@@ -230,6 +230,11 @@ def add_component(
                 raise ValueError("component_type must be a string")
             if not isinstance(urdf_path, (str, Path)):
                 raise ValueError("urdf_path must be a string or Path")
+            if component_type not in self.SUPPORTED_COMPONENTS:
+                raise ValueError(
+                    f"Unsupported component_type: {component_type}. "
+                    f"Supported types: {self.SUPPORTED_COMPONENTS}"
+                )
 
             component = URDFComponent(
                 urdf_path=urdf_path, params=params, transform=transform

From fdfc283f9fcc7775d65f6f653c423b530b48d5b7 Mon Sep 17 00:00:00 2001
From: Chen Yang <115123709+yangchen73@users.noreply.github.com>
Date: Thu, 25 Dec 2025 10:10:41 +0800
Subject: [PATCH 35/92] Add StackBlocksTwo environment (#45)

---
 configs/gym/stack_blocks_two/gym_config.json  | 384 ++++++++++++++++++
 embodichain/lab/gym/envs/__init__.py          |   1 +
 .../envs/tasks/tableware/stack_blocks_two.py  | 112 +++++
 3 files changed, 497 insertions(+)
 create mode 100644 configs/gym/stack_blocks_two/gym_config.json
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py

diff --git a/configs/gym/stack_blocks_two/gym_config.json b/configs/gym/stack_blocks_two/gym_config.json
new file mode 100644
index 00000000..34a50cbf
--- /dev/null
+++ b/configs/gym/stack_blocks_two/gym_config.json
@@ -0,0 +1,384 @@
+{   
+    "id": "StackBlocksTwo-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_block_1_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"},
+                    "position_range": [[-0.08, -0.08, 0.0], [0.08, 0.08, 0.0]],
+                    "rotation_range": [[0, 0, -0.75], [0, 0, 0.75]],
+                    "relative_position": true                
+                }
+            },
+            "init_block_2_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"},
+                    "position_range": [[-0.08, -0.08, 0.0], [0.08, 0.08, 0.0]],
+                    "rotation_range": [[0, 0, -0.75], [0, 0, 0.75]],
+                    "relative_position": true                
+                }
+            },
+            "prepare_extra_attr": {
+                "func": "prepare_extra_attr",
+                "mode": "reset",
+                "params": {
+                    "attrs": [
+                        {
+                            "name": "object_lengths",
+                            "mode": "callable",
+                            "entity_uids": "all_objects",
+                            "func_name": "compute_object_length",
+                            "func_kwargs": {
+                                "is_svd_frame": true,
+                                "sample_points": 5000
+                            }
+                        },
+                        {
+                            "name": "left_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "left_arm_base",
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "name": "right_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "right_arm_base",
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "register_info_to_env": {
+                "func": "register_info_to_env",
+                "mode": "reset",
+                "params": {
+                    "registry": [
+                        {
+                            "entity_cfg": {
+                                "uid": "block_1"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "block_2"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["left_arm"]
+                            },
+                            "attrs": ["left_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "block_1",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["right_arm"]
+                            },
+                            "attrs": ["right_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "block_2",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        }
+                    ],
+                    "registration": "affordance_datas",
+                    "sim_update": true
+                }
+            },
+            "random_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 2,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_robot_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 5,
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_camera_intrinsics": {
+                "func": "randomize_camera_intrinsics",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "focal_x_range": [-50, 50],
+                    "focal_y_range": [-50, 50]
+                }
+            },
+            "random_robot_init_eef_pose": {
+                "func": "randomize_robot_eef_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
+                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [2, 0, 2],
+                    "target": [0.5, 0, 1]
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "block_1_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_1_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"}
+                }
+            },
+            "block_2_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_2_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"}
+                }
+            },
+            "cam_high_semantic_mask_l": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["block_1", "block_2"]
+                }
+            },
+            "cam_high_semantic_mask_r": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_r",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["block_1", "block_2"],
+                    "is_right": true
+                }
+            },
+            "cam_left_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_left_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_left_wrist"},
+                    "foreground_uids": ["block_1", "block_2"]
+                }
+            },
+            "cam_right_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_right_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_right_wrist"},
+                    "foreground_uids": ["block_1", "block_2"]
+                }
+            }
+        },
+        "dataset": {
+            "robot_meta": {
+                "arm_dofs": 12,
+                "control_freq": 25,
+                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
+                "min_len_steps": 5
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
+                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
+                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"block_1",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.05, 0.05, 0.05]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.75, -0.1, 0.9],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        },
+        {
+            "uid":"block_2",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.05, 0.05, 0.05]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.75, 0.1, 0.9],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        }
+    ]
+}
+
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
index 286d7824..48d9646d 100644
--- a/embodichain/lab/gym/envs/__init__.py
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -26,6 +26,7 @@
     PourWaterEnv,
 )
 from embodichain.lab.gym.envs.tasks.tableware.scoop_ice import ScoopIce
+from embodichain.lab.gym.envs.tasks.tableware.stack_blocks_two import StackBlocksTwoEnv
 
 # Reinforcement learning environments
 from embodichain.lab.gym.envs.tasks.rl.push_cube import PushCubeEnv
diff --git a/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py b/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
new file mode 100644
index 00000000..5f543869
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
@@ -0,0 +1,112 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.utils import logger
+
+__all__ = ["StackBlocksTwoEnv"]
+
+
+@register_env("StackBlocksTwo-v1", max_episode_steps=600)
+class StackBlocksTwoEnv(EmbodiedEnv):
+    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+        action_config = kwargs.get("action_config", None)
+        if action_config is not None:
+            self.action_config = action_config
+
+    def is_task_success(self, **kwargs) -> torch.Tensor:
+        """Determine if the task is successfully completed. This is mainly used in the data generation process
+        of the imitation learning.
+
+        The task is successful if:
+        1. Block2 is stacked on top of Block1
+        2. Both blocks haven't fallen over
+        3. Both grippers are open
+
+        Args:
+            **kwargs: Additional arguments for task-specific success criteria.
+
+        Returns:
+            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
+        """
+        try:
+            block1 = self.sim.get_rigid_object("block_1")
+            block2 = self.sim.get_rigid_object("block_2")
+        except:
+            logger.log_warning("Block1 or Block2 not found, returning False.")
+            return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
+
+        # Get poses
+        block1_pose = block1.get_local_pose(to_matrix=True)
+        block2_pose = block2.get_local_pose(to_matrix=True)
+
+        # Extract positions
+        block1_pos = block1_pose[:, :3, 3]  # (num_envs, 3)
+        block2_pos = block2_pose[:, :3, 3]
+
+        # Check if blocks haven't fallen
+        block1_fallen = self._is_fall(block1_pose)
+        block2_fallen = self._is_fall(block2_pose)
+
+        # Block2 should be on top of block1
+        expected_block2_pos = torch.stack(
+            [
+                block1_pos[:, 0],
+                block1_pos[:, 1],
+                block1_pos[:, 2] + 0.05,  # block1 z + block height
+            ],
+            dim=1,
+        )
+
+        # Tolerance
+        eps = torch.tensor(
+            [0.025, 0.025, 0.012], dtype=torch.float32, device=self.device
+        )
+
+        # Check if block2 is within tolerance of expected position
+        position_diff = torch.abs(block2_pos - expected_block2_pos)  # (num_envs, 3)
+        within_tolerance = torch.all(
+            position_diff < eps.unsqueeze(0), dim=1
+        )  # (num_envs,)
+
+        # RoboTwin check if grippers are open
+        # This requires checking robot gripper state, which may need to be implemented
+
+        # Task succeeds if blocks are stacked correctly and haven't fallen
+        success = within_tolerance & ~block1_fallen & ~block2_fallen
+
+        return success
+
+    def _is_fall(self, pose: torch.Tensor) -> torch.Tensor:
+        # Extract z-axis from rotation matrix (last column, first 3 elements)
+        pose_rz = pose[:, :3, 2]
+        world_z_axis = torch.tensor([0, 0, 1], dtype=pose.dtype, device=pose.device)
+
+        # Compute dot product for each batch element
+        dot_product = torch.sum(pose_rz * world_z_axis, dim=-1)  # Shape: (batch_size,)
+
+        # Clamp to avoid numerical issues with arccos
+        dot_product = torch.clamp(dot_product, -1.0, 1.0)
+
+        # Compute angle and check if fallen
+        angle = torch.arccos(dot_product)
+        return angle >= torch.pi / 4

From ae72ce62386b71c6ae65610cd439ebf7da483f02 Mon Sep 17 00:00:00 2001
From: Chen Yang <115123709+yangchen73@users.noreply.github.com>
Date: Thu, 25 Dec 2025 10:10:41 +0800
Subject: [PATCH 36/92] Add StackBlocksTwo environment (#45)

---
 configs/gym/stack_blocks_two/gym_config.json  | 384 ++++++++++++++++++
 embodichain/lab/gym/envs/__init__.py          |   1 +
 .../envs/tasks/tableware/stack_blocks_two.py  | 112 +++++
 3 files changed, 497 insertions(+)
 create mode 100644 configs/gym/stack_blocks_two/gym_config.json
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py

diff --git a/configs/gym/stack_blocks_two/gym_config.json b/configs/gym/stack_blocks_two/gym_config.json
new file mode 100644
index 00000000..34a50cbf
--- /dev/null
+++ b/configs/gym/stack_blocks_two/gym_config.json
@@ -0,0 +1,384 @@
+{   
+    "id": "StackBlocksTwo-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_block_1_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"},
+                    "position_range": [[-0.08, -0.08, 0.0], [0.08, 0.08, 0.0]],
+                    "rotation_range": [[0, 0, -0.75], [0, 0, 0.75]],
+                    "relative_position": true                
+                }
+            },
+            "init_block_2_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"},
+                    "position_range": [[-0.08, -0.08, 0.0], [0.08, 0.08, 0.0]],
+                    "rotation_range": [[0, 0, -0.75], [0, 0, 0.75]],
+                    "relative_position": true                
+                }
+            },
+            "prepare_extra_attr": {
+                "func": "prepare_extra_attr",
+                "mode": "reset",
+                "params": {
+                    "attrs": [
+                        {
+                            "name": "object_lengths",
+                            "mode": "callable",
+                            "entity_uids": "all_objects",
+                            "func_name": "compute_object_length",
+                            "func_kwargs": {
+                                "is_svd_frame": true,
+                                "sample_points": 5000
+                            }
+                        },
+                        {
+                            "name": "left_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "left_arm_base",
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "name": "right_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "right_arm_base",
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "register_info_to_env": {
+                "func": "register_info_to_env",
+                "mode": "reset",
+                "params": {
+                    "registry": [
+                        {
+                            "entity_cfg": {
+                                "uid": "block_1"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "block_2"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["left_arm"]
+                            },
+                            "attrs": ["left_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "block_1",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["right_arm"]
+                            },
+                            "attrs": ["right_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "block_2",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        }
+                    ],
+                    "registration": "affordance_datas",
+                    "sim_update": true
+                }
+            },
+            "random_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 2,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_robot_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 5,
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_camera_intrinsics": {
+                "func": "randomize_camera_intrinsics",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "focal_x_range": [-50, 50],
+                    "focal_y_range": [-50, 50]
+                }
+            },
+            "random_robot_init_eef_pose": {
+                "func": "randomize_robot_eef_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
+                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [2, 0, 2],
+                    "target": [0.5, 0, 1]
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "block_1_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_1_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"}
+                }
+            },
+            "block_2_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_2_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"}
+                }
+            },
+            "cam_high_semantic_mask_l": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["block_1", "block_2"]
+                }
+            },
+            "cam_high_semantic_mask_r": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_r",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["block_1", "block_2"],
+                    "is_right": true
+                }
+            },
+            "cam_left_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_left_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_left_wrist"},
+                    "foreground_uids": ["block_1", "block_2"]
+                }
+            },
+            "cam_right_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_right_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_right_wrist"},
+                    "foreground_uids": ["block_1", "block_2"]
+                }
+            }
+        },
+        "dataset": {
+            "robot_meta": {
+                "arm_dofs": 12,
+                "control_freq": 25,
+                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
+                "min_len_steps": 5
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
+                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
+                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"block_1",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.05, 0.05, 0.05]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.75, -0.1, 0.9],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        },
+        {
+            "uid":"block_2",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.05, 0.05, 0.05]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.75, 0.1, 0.9],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        }
+    ]
+}
+
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
index 286d7824..48d9646d 100644
--- a/embodichain/lab/gym/envs/__init__.py
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -26,6 +26,7 @@
     PourWaterEnv,
 )
 from embodichain.lab.gym.envs.tasks.tableware.scoop_ice import ScoopIce
+from embodichain.lab.gym.envs.tasks.tableware.stack_blocks_two import StackBlocksTwoEnv
 
 # Reinforcement learning environments
 from embodichain.lab.gym.envs.tasks.rl.push_cube import PushCubeEnv
diff --git a/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py b/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
new file mode 100644
index 00000000..5f543869
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
@@ -0,0 +1,112 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.utils import logger
+
+__all__ = ["StackBlocksTwoEnv"]
+
+
+@register_env("StackBlocksTwo-v1", max_episode_steps=600)
+class StackBlocksTwoEnv(EmbodiedEnv):
+    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+        action_config = kwargs.get("action_config", None)
+        if action_config is not None:
+            self.action_config = action_config
+
+    def is_task_success(self, **kwargs) -> torch.Tensor:
+        """Determine if the task is successfully completed. This is mainly used in the data generation process
+        of the imitation learning.
+
+        The task is successful if:
+        1. Block2 is stacked on top of Block1
+        2. Both blocks haven't fallen over
+        3. Both grippers are open
+
+        Args:
+            **kwargs: Additional arguments for task-specific success criteria.
+
+        Returns:
+            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
+        """
+        try:
+            block1 = self.sim.get_rigid_object("block_1")
+            block2 = self.sim.get_rigid_object("block_2")
+        except:
+            logger.log_warning("Block1 or Block2 not found, returning False.")
+            return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
+
+        # Get poses
+        block1_pose = block1.get_local_pose(to_matrix=True)
+        block2_pose = block2.get_local_pose(to_matrix=True)
+
+        # Extract positions
+        block1_pos = block1_pose[:, :3, 3]  # (num_envs, 3)
+        block2_pos = block2_pose[:, :3, 3]
+
+        # Check if blocks haven't fallen
+        block1_fallen = self._is_fall(block1_pose)
+        block2_fallen = self._is_fall(block2_pose)
+
+        # Block2 should be on top of block1
+        expected_block2_pos = torch.stack(
+            [
+                block1_pos[:, 0],
+                block1_pos[:, 1],
+                block1_pos[:, 2] + 0.05,  # block1 z + block height
+            ],
+            dim=1,
+        )
+
+        # Tolerance
+        eps = torch.tensor(
+            [0.025, 0.025, 0.012], dtype=torch.float32, device=self.device
+        )
+
+        # Check if block2 is within tolerance of expected position
+        position_diff = torch.abs(block2_pos - expected_block2_pos)  # (num_envs, 3)
+        within_tolerance = torch.all(
+            position_diff < eps.unsqueeze(0), dim=1
+        )  # (num_envs,)
+
+        # RoboTwin check if grippers are open
+        # This requires checking robot gripper state, which may need to be implemented
+
+        # Task succeeds if blocks are stacked correctly and haven't fallen
+        success = within_tolerance & ~block1_fallen & ~block2_fallen
+
+        return success
+
+    def _is_fall(self, pose: torch.Tensor) -> torch.Tensor:
+        # Extract z-axis from rotation matrix (last column, first 3 elements)
+        pose_rz = pose[:, :3, 2]
+        world_z_axis = torch.tensor([0, 0, 1], dtype=pose.dtype, device=pose.device)
+
+        # Compute dot product for each batch element
+        dot_product = torch.sum(pose_rz * world_z_axis, dim=-1)  # Shape: (batch_size,)
+
+        # Clamp to avoid numerical issues with arccos
+        dot_product = torch.clamp(dot_product, -1.0, 1.0)
+
+        # Compute angle and check if fallen
+        angle = torch.arccos(dot_product)
+        return angle >= torch.pi / 4

From 30802554c5c4aca7a919484d43bd18e6b4b74f1c Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Thu, 25 Dec 2025 15:00:18 +0800
Subject: [PATCH 37/92] Add cpu num to SimulationCfg & Add some interfaces to
 robot (#51)

---
 embodichain/lab/sim/objects/articulation.py |   6 +-
 embodichain/lab/sim/objects/robot.py        | 286 ++++++++++++++++++++
 embodichain/lab/sim/sim_manager.py          |  15 +-
 tests/sim/objects/test_robot.py             |  14 +
 4 files changed, 311 insertions(+), 10 deletions(-)

diff --git a/embodichain/lab/sim/objects/articulation.py b/embodichain/lab/sim/objects/articulation.py
index 5b45072f..00a03deb 100644
--- a/embodichain/lab/sim/objects/articulation.py
+++ b/embodichain/lab/sim/objects/articulation.py
@@ -891,7 +891,11 @@ def get_link_pose(
         return link_pose
 
     def get_qpos(self) -> torch.Tensor:
-        """Get the current positions (qpos) of the articulation."""
+        """Get the current positions (qpos) of the articulation.
+
+        Returns:
+            torch.Tensor: Joint positions with shape (N, dof), where N is the number of environments.
+        """
         return self.body_data.qpos
 
     def set_qpos(
diff --git a/embodichain/lab/sim/objects/robot.py b/embodichain/lab/sim/objects/robot.py
index aebcd5cb..9edb9826 100644
--- a/embodichain/lab/sim/objects/robot.py
+++ b/embodichain/lab/sim/objects/robot.py
@@ -123,6 +123,107 @@ def get_joint_ids(
             else [i for i in self._joint_ids[name] if i not in self.mimic_ids]
         )
 
+    def get_link_names(self, name: str | None = None) -> Union[List[str], None]:
+        """Get the link names of the robot for a specific control part.
+
+        If no control part is specified, return all link names.
+
+        Args:
+            name (str, optional): The name of the control part to get the link names for. If None, the default part is used.
+
+        Returns:
+            List[str]: The link names of the robot for the specified control part.
+        """
+        if not self.control_parts or name is None:
+            return self.link_names
+
+        if name not in self.control_parts:
+            logger.log_error(
+                f"The control part '{name}' does not exist in the robot's control parts {self.control_parts}."
+            )
+        return self._control_groups[name].link_names
+
+    def get_qpos_limits(
+        self, name: str | None = None, env_ids: Sequence[int] | None = None
+    ) -> torch.Tensor:
+        """Get the joint position limits (qpos) of the robot for a specific control part.
+
+        It returns all joint position limits if no control part is specified.
+
+        Args:
+            name (str | None): The name of the control part to get the qpos limits for.
+            env_ids (Sequence[int] | None): The environment ids to get the qpos limits for. If None, all environments are used.
+
+        Returns:
+            torch.Tensor: Joint position limits with shape (N, dof, 2), where N is the number of environments.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        qpos_limits = self.body_data.qpos_limits
+        if name is None:
+            return qpos_limits[local_env_ids, :]
+        else:
+            if not self.control_parts or name not in self.control_parts:
+                logger.log_error(
+                    f"The control part '{name}' does not exist in the robot's control parts."
+                )
+            part_joint_ids = self.get_joint_ids(name=name)
+            return qpos_limits[local_env_ids][:, part_joint_ids, :]
+
+    def get_qvel_limits(
+        self, name: str | None = None, env_ids: Sequence[int] | None = None
+    ) -> torch.Tensor:
+        """Get the joint velocity limits (qvel) of the robot for a specific control part.
+
+        It returns all joint velocity limits if no control part is specified.
+
+        Args:
+            name (str | None): The name of the control part to get the qvel limits for.
+            env_ids (Sequence[int] | None): The environment ids to get the qvel limits for. If None, all environments are used.
+
+        Returns:
+            torch.Tensor: Joint velocity limits with shape (N, dof, 2), where N is the number of environments.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        qvel_limits = self.body_data.qvel_limits
+        if name is None:
+            return qvel_limits[local_env_ids, :]
+        else:
+            if not self.control_parts or name not in self.control_parts:
+                logger.log_error(
+                    f"The control part '{name}' does not exist in the robot's control parts."
+                )
+            part_joint_ids = self.get_joint_ids(name=name)
+            return qvel_limits[local_env_ids][:, part_joint_ids, :]
+
+    def get_qf_limits(
+        self, name: str | None = None, env_ids: Sequence[int] | None = None
+    ) -> torch.Tensor:
+        """Get the joint effort limits (qf) of the robot for a specific control part.
+
+        It returns all joint effort limits if no control part is specified.
+
+        Args:
+            name (str | None): The name of the control part to get the qf limits for.
+            env_ids (Sequence[int] | None): The environment ids to get the qf limits for. If None, all environments are used.
+
+        Returns:
+            torch.Tensor: Joint effort limits with shape (N, dof, 2), where N is the number of environments.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        qf_limits = self.body_data.qf_limits
+        if name is None:
+            return qf_limits[local_env_ids, :]
+        else:
+            if not self.control_parts or name not in self.control_parts:
+                logger.log_error(
+                    f"The control part '{name}' does not exist in the robot's control parts."
+                )
+            part_joint_ids = self.get_joint_ids(name=name)
+            return qf_limits[local_env_ids][:, part_joint_ids, :]
+
     def get_proprioception(self) -> Dict[str, torch.Tensor]:
         """Gets robot proprioception information, primarily for agent state representation in robot learning scenarios.
 
@@ -139,6 +240,191 @@ def get_proprioception(self) -> Dict[str, torch.Tensor]:
             qpos=self.body_data.qpos, qvel=self.body_data.qvel, qf=self.body_data.qf
         )
 
+    def set_qpos(
+        self,
+        qpos: torch.Tensor,
+        joint_ids: Sequence[int] | None = None,
+        env_ids: Sequence[int] | None = None,
+        target: bool = True,
+        name: str | None = None,
+    ) -> None:
+        """Set the joint positions (qpos) or target positions for the articulation.
+
+        Args:
+            qpos (torch.Tensor): Joint positions with shape (N, dof), where N is the number of environments.
+            joint_ids (Sequence[int] | None, optional): Joint indices to apply the positions. If None, applies to all joints.
+            env_ids (Sequence[int] | None): Environment indices to apply the positions. Defaults to all environments.
+            target (bool): If True, sets target positions for simulation. If False, updates current positions directly.
+            name (str | None): The name of the control part to set the qpos for. If None, the default part is used.
+
+        Raises:
+            ValueError: If the length of `env_ids` does not match the length of `qpos`.
+        """
+        if name is None:
+            super().set_qpos(
+                qpos=qpos,
+                joint_ids=joint_ids,
+                env_ids=env_ids,
+                target=target,
+            )
+        else:
+            if not self.control_parts or name not in self.control_parts:
+                logger.log_error(
+                    f"The control part '{name}' does not exist in the robot's control parts."
+                )
+            part_joint_ids = self.get_joint_ids(name=name)
+            if joint_ids is not None:
+                logger.log_warning(f"`joint_ids` is ignored when `name` is specified.")
+
+            super().set_qpos(
+                qpos=qpos,
+                joint_ids=part_joint_ids,
+                env_ids=env_ids,
+                target=target,
+            )
+
+    def get_qpos(self, name: str | None = None) -> torch.Tensor:
+        """Get the joint positions (qpos) of the robot.
+
+        Args:
+            name (str | None): The name of the control part to get the qpos for. If None, the default part is used.
+        Returns:
+            torch.Tensor: Joint positions with shape (N, dof), where N is the number of environments.
+        """
+
+        qpos = super().get_qpos()
+        if name is None:
+            return qpos
+        else:
+            if not self.control_parts or name not in self.control_parts:
+                logger.log_error(
+                    f"The control part '{name}' does not exist in the robot's control parts."
+                )
+            part_joint_ids = self.get_joint_ids(name=name)
+            return qpos[:, part_joint_ids]
+
+    def set_qvel(
+        self,
+        qvel: torch.Tensor,
+        joint_ids: Sequence[int] | None = None,
+        env_ids: Sequence[int] | None = None,
+        target: bool = True,
+        name: str | None = None,
+    ) -> None:
+        """Set the joint velocities (qvel) or target velocities for the articulation.
+
+        Args:
+            qvel (torch.Tensor): Joint velocities with shape (N, dof), where N is the number of environments.
+            joint_ids (Sequence[int] | None, optional): Joint indices to apply the velocities. If None, applies to all joints.
+            env_ids (Sequence[int] | None): Environment indices to apply the velocities. Defaults to all environments.
+            target (bool): If True, sets target velocities for simulation. If False, updates current velocities directly.
+            name (str | None): The name of the control part to set the qvel for. If None, the default part is used.
+
+        Raises:
+            ValueError: If the length of `env_ids` does not match the length of `qvel`.
+        """
+        if name is None:
+            super().set_qvel(
+                qvel=qvel,
+                joint_ids=joint_ids,
+                env_ids=env_ids,
+                target=target,
+            )
+        else:
+            if not self.control_parts or name not in self.control_parts:
+                logger.log_error(
+                    f"The control part '{name}' does not exist in the robot's control parts."
+                )
+            part_joint_ids = self.get_joint_ids(name=name)
+            if joint_ids is not None:
+                logger.log_warning(f"`joint_ids` is ignored when `name` is specified.")
+
+            super().set_qvel(
+                qvel=qvel,
+                joint_ids=part_joint_ids,
+                env_ids=env_ids,
+                target=target,
+            )
+
+    def get_qvel(self, name: str | None = None) -> torch.Tensor:
+        """Get the joint velocities (qvel) of the robot.
+
+        Args:
+            name (str | None): The name of the control part to get the qvel for. If None, the default part is used.
+        Returns:
+            torch.Tensor: Joint velocities with shape (N, dof), where N is the number of environments.
+        """
+
+        qvel = super().get_qvel()
+        if name is None:
+            return qvel
+        else:
+            if not self.control_parts or name not in self.control_parts:
+                logger.log_error(
+                    f"The control part '{name}' does not exist in the robot's control parts."
+                )
+            part_joint_ids = self.get_joint_ids(name=name)
+            return qvel[:, part_joint_ids]
+
+    def set_qf(
+        self,
+        qf: torch.Tensor,
+        joint_ids: Sequence[int] | None = None,
+        env_ids: Sequence[int] | None = None,
+        name: str | None = None,
+    ) -> None:
+        """Set the joint efforts (qf) for the articulation.
+
+        Args:
+            qf (torch.Tensor): Joint efforts with shape (N, dof), where N is the number of environments.
+            joint_ids (Sequence[int] | None, optional): Joint indices to apply the efforts. If None, applies to all joints.
+            env_ids (Sequence[int] | None): Environment indices to apply the efforts. Defaults to all environments.
+            name (str | None): The name of the control part to set the qf for. If None, the default part is used.
+
+        Raises:
+            ValueError: If the length of `env_ids` does not match the length of `qf`.
+        """
+        if name is None:
+            super().set_qf(
+                qf=qf,
+                joint_ids=joint_ids,
+                env_ids=env_ids,
+            )
+        else:
+            if not self.control_parts or name not in self.control_parts:
+                logger.log_error(
+                    f"The control part '{name}' does not exist in the robot's control parts."
+                )
+            part_joint_ids = self.get_joint_ids(name=name)
+            if joint_ids is not None:
+                logger.log_warning(f"`joint_ids` is ignored when `name` is specified.")
+
+            super().set_qf(
+                qf=qf,
+                joint_ids=part_joint_ids,
+                env_ids=env_ids,
+            )
+
+    def get_qf(self, name: str | None = None) -> torch.Tensor:
+        """Get the joint efforts (qf) of the robot.
+
+        Args:
+            name (str | None): The name of the control part to get the qf for. If None, the default part is used.
+        Returns:
+            torch.Tensor: Joint efforts with shape (N, dof), where N is the number of environments.
+        """
+
+        qf = super().get_qf()
+        if name is None:
+            return qf
+        else:
+            if not self.control_parts or name not in self.control_parts:
+                logger.log_error(
+                    f"The control part '{name}' does not exist in the robot's control parts."
+                )
+            part_joint_ids = self.get_joint_ids(name=name)
+            return qf[:, part_joint_ids]
+
     def compute_fk(
         self,
         qpos: torch.Tensor | np.ndarray | None,
diff --git a/embodichain/lab/sim/sim_manager.py b/embodichain/lab/sim/sim_manager.py
index 21024950..b41a1d83 100644
--- a/embodichain/lab/sim/sim_manager.py
+++ b/embodichain/lab/sim/sim_manager.py
@@ -75,7 +75,6 @@
     RobotCfg,
 )
 from embodichain.lab.sim import VisualMaterial, VisualMaterialCfg
-from embodichain.data.assets import SimResources
 from embodichain.utils import configclass, logger
 
 __all__ = [
@@ -123,6 +122,9 @@ class SimulationManagerCfg:
     - RENDER_SCENE_SHARE_ENGINE: The rendering thread and scene update thread share the same thread with the simulation engine.
     """
 
+    cpu_num: int = 1
+    """The number of CPU threads to use for the simulation engine."""
+
     arena_space: float = 5.0
     """The distance between each arena when building multiple arenas."""
 
@@ -291,6 +293,7 @@ def _convert_sim_config(
         win_config = dexsim.WindowsConfig()
         win_config.width = sim_config.width
         win_config.height = sim_config.height
+        world_config.cpu_num = sim_config.cpu_num
         world_config.win_config = win_config
         world_config.open_windows = not sim_config.headless
         self.is_window_opened = not sim_config.headless
@@ -327,16 +330,10 @@ def _convert_sim_config(
 
         return world_config
 
-    def get_default_resources(self) -> SimResources:
-        """Get the default resources instance.
-
-        Returns:
-            SimResources: The default resources path.
-        """
-        return self._default_resources
-
     def _init_sim_resources(self) -> None:
         """Initialize the default simulation resources."""
+        from embodichain.data.assets import SimResources
+
         self._default_resources = SimResources()
 
     def enable_physics(self, enable: bool) -> None:
diff --git a/tests/sim/objects/test_robot.py b/tests/sim/objects/test_robot.py
index e5c28ca8..54200207 100644
--- a/tests/sim/objects/test_robot.py
+++ b/tests/sim/objects/test_robot.py
@@ -241,6 +241,20 @@ def test_mimic(self):
             len(right_eef_ids_without_mimic) == 6
         ), f"Expected 6 right eef joint IDs without mimic, got {len(right_eef_ids_without_mimic)}"
 
+    def test_setter_and_getter_with_control_part(self):
+        left_arm_qpos = self.robot.get_qpos(name="left_arm")
+        assert left_arm_qpos.shape == (10, 7)
+
+        left_qpos_limits = self.robot.get_qpos_limits(name="left_arm")
+        assert left_qpos_limits.shape == (10, 7, 2)
+
+        dummy_qpos = torch.randn(10, 7, device=self.sim.device)
+        # Clamp to limits
+        dummy_qpos = torch.max(
+            torch.min(dummy_qpos, left_qpos_limits[:, :, 1]), left_qpos_limits[:, :, 0]
+        )
+        self.robot.set_qpos(qpos=dummy_qpos, name="left_arm")
+
     def teardown_method(self):
         """Clean up resources after each test method."""
         self.sim.destroy()

From a35b110309b0d5c1f93f04570d0955b76aaaee19 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Thu, 25 Dec 2025 15:43:26 +0800
Subject: [PATCH 38/92] Remove grippers check

---
 embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py b/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
index 5f543869..9e06dd21 100644
--- a/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
+++ b/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
@@ -40,7 +40,6 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
         The task is successful if:
         1. Block2 is stacked on top of Block1
         2. Both blocks haven't fallen over
-        3. Both grippers are open
 
         Args:
             **kwargs: Additional arguments for task-specific success criteria.
@@ -88,9 +87,6 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
             position_diff < eps.unsqueeze(0), dim=1
         )  # (num_envs,)
 
-        # RoboTwin check if grippers are open
-        # This requires checking robot gripper state, which may need to be implemented
-
         # Task succeeds if blocks are stacked correctly and haven't fallen
         success = within_tolerance & ~block1_fallen & ~block2_fallen
 

From e17c08b9dd839cecfde17b95f1e66867cf89dbb5 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Thu, 25 Dec 2025 15:43:26 +0800
Subject: [PATCH 39/92] Remove grippers check

---
 embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py b/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
index 5f543869..9e06dd21 100644
--- a/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
+++ b/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
@@ -40,7 +40,6 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
         The task is successful if:
         1. Block2 is stacked on top of Block1
         2. Both blocks haven't fallen over
-        3. Both grippers are open
 
         Args:
             **kwargs: Additional arguments for task-specific success criteria.
@@ -88,9 +87,6 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
             position_diff < eps.unsqueeze(0), dim=1
         )  # (num_envs,)
 
-        # RoboTwin check if grippers are open
-        # This requires checking robot gripper state, which may need to be implemented
-
         # Task succeeds if blocks are stacked correctly and haven't fallen
         success = within_tolerance & ~block1_fallen & ~block2_fallen
 

From 48621af923a470f65597f0d8baaf9d3a33c1be18 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Thu, 25 Dec 2025 21:26:09 +0800
Subject: [PATCH 40/92] Refactor: Recursively resolve nested SceneEntityCfg
 params at play

---
 .../lab/gym/envs/managers/manager_base.py     | 29 +++++++++++++++++--
 1 file changed, 26 insertions(+), 3 deletions(-)

diff --git a/embodichain/lab/gym/envs/managers/manager_base.py b/embodichain/lab/gym/envs/managers/manager_base.py
index d89503bc..2db673be 100644
--- a/embodichain/lab/gym/envs/managers/manager_base.py
+++ b/embodichain/lab/gym/envs/managers/manager_base.py
@@ -379,13 +379,17 @@ def _process_functor_cfg_at_play(self, functor_name: str, functor_cfg: FunctorCf
             functor_name: The name of the functor.
             functor_cfg: The functor configuration.
         """
-        for key, value in functor_cfg.params.items():
+
+        def _resolve_scene_entities(value, key_path: str):
+            # Resolve SceneEntityCfg anywhere in nested params (dict/list/tuple).
             if isinstance(value, SceneEntityCfg):
                 # load the entity
                 try:
                     value.resolve(self._env.sim)
                 except ValueError as e:
-                    raise ValueError(f"Error while parsing '{functor_name}:{key}'. {e}")
+                    raise ValueError(
+                        f"Error while parsing '{functor_name}:{key_path}'. {e}"
+                    )
                 # log the entity for checking later
                 msg = f"[{functor_cfg.__class__.__name__}:{functor_name}] Found entity '{value.uid}'."
                 if value.joint_ids is not None:
@@ -394,8 +398,27 @@ def _process_functor_cfg_at_play(self, functor_name: str, functor_cfg: FunctorCf
                     msg += f"\n\tBody names: {value.body_names} [{value.body_ids}]"
                 # print the information
                 print(f"[INFO]: {msg}")
+                return value
+            if isinstance(value, list):  # recursively resolve the list
+                return [
+                    _resolve_scene_entities(v, f"{key_path}[{i}]")
+                    for i, v in enumerate(value)
+                ]
+            if isinstance(value, tuple):  # recursively resolve the tuple
+                return tuple(
+                    _resolve_scene_entities(v, f"{key_path}[{i}]")
+                    for i, v in enumerate(value)
+                )
+            if isinstance(value, dict):  # recursively resolve the dict
+                return {
+                    k: _resolve_scene_entities(v, f"{key_path}.{k}")
+                    for k, v in value.items()
+                }
+            return value
+
+        for key, value in list(functor_cfg.params.items()):
             # store the entity
-            functor_cfg.params[key] = value
+            functor_cfg.params[key] = _resolve_scene_entities(value, key)
 
         # initialize the functor if it is a class
         if inspect.isclass(functor_cfg.func):

From b6b0ce40c5374e22374baf999020755d4ecb2ae4 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Thu, 25 Dec 2025 21:26:09 +0800
Subject: [PATCH 41/92] Refactor: Recursively resolve nested SceneEntityCfg
 params at play

---
 .../lab/gym/envs/managers/manager_base.py     | 29 +++++++++++++++++--
 1 file changed, 26 insertions(+), 3 deletions(-)

diff --git a/embodichain/lab/gym/envs/managers/manager_base.py b/embodichain/lab/gym/envs/managers/manager_base.py
index d89503bc..2db673be 100644
--- a/embodichain/lab/gym/envs/managers/manager_base.py
+++ b/embodichain/lab/gym/envs/managers/manager_base.py
@@ -379,13 +379,17 @@ def _process_functor_cfg_at_play(self, functor_name: str, functor_cfg: FunctorCf
             functor_name: The name of the functor.
             functor_cfg: The functor configuration.
         """
-        for key, value in functor_cfg.params.items():
+
+        def _resolve_scene_entities(value, key_path: str):
+            # Resolve SceneEntityCfg anywhere in nested params (dict/list/tuple).
             if isinstance(value, SceneEntityCfg):
                 # load the entity
                 try:
                     value.resolve(self._env.sim)
                 except ValueError as e:
-                    raise ValueError(f"Error while parsing '{functor_name}:{key}'. {e}")
+                    raise ValueError(
+                        f"Error while parsing '{functor_name}:{key_path}'. {e}"
+                    )
                 # log the entity for checking later
                 msg = f"[{functor_cfg.__class__.__name__}:{functor_name}] Found entity '{value.uid}'."
                 if value.joint_ids is not None:
@@ -394,8 +398,27 @@ def _process_functor_cfg_at_play(self, functor_name: str, functor_cfg: FunctorCf
                     msg += f"\n\tBody names: {value.body_names} [{value.body_ids}]"
                 # print the information
                 print(f"[INFO]: {msg}")
+                return value
+            if isinstance(value, list):  # recursively resolve the list
+                return [
+                    _resolve_scene_entities(v, f"{key_path}[{i}]")
+                    for i, v in enumerate(value)
+                ]
+            if isinstance(value, tuple):  # recursively resolve the tuple
+                return tuple(
+                    _resolve_scene_entities(v, f"{key_path}[{i}]")
+                    for i, v in enumerate(value)
+                )
+            if isinstance(value, dict):  # recursively resolve the dict
+                return {
+                    k: _resolve_scene_entities(v, f"{key_path}.{k}")
+                    for k, v in value.items()
+                }
+            return value
+
+        for key, value in list(functor_cfg.params.items()):
             # store the entity
-            functor_cfg.params[key] = value
+            functor_cfg.params[key] = _resolve_scene_entities(value, key)
 
         # initialize the functor if it is a class
         if inspect.isclass(functor_cfg.func):

From 9c4ea37c6f880e61648f5e77b14a5ec2fd82d2e6 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Thu, 25 Dec 2025 21:27:29 +0800
Subject: [PATCH 42/92] Feat: Add scale randomization API with shared_sample

---
 .../envs/managers/randomization/__init__.py   |   2 +
 .../gym/envs/managers/randomization/scale.py  | 182 ++++++++++++++++++
 2 files changed, 184 insertions(+)
 create mode 100644 embodichain/lab/gym/envs/managers/randomization/scale.py

diff --git a/embodichain/lab/gym/envs/managers/randomization/__init__.py b/embodichain/lab/gym/envs/managers/randomization/__init__.py
index 6483181f..ad24fe91 100644
--- a/embodichain/lab/gym/envs/managers/randomization/__init__.py
+++ b/embodichain/lab/gym/envs/managers/randomization/__init__.py
@@ -16,6 +16,8 @@
 
 from .rendering import *
 from .spatial import *
+from .scale import *
+
 
 """
 Randomization are all implemented as Event functors.
diff --git a/embodichain/lab/gym/envs/managers/randomization/scale.py b/embodichain/lab/gym/envs/managers/randomization/scale.py
new file mode 100644
index 00000000..5e9ee874
--- /dev/null
+++ b/embodichain/lab/gym/envs/managers/randomization/scale.py
@@ -0,0 +1,182 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING, List, Union
+
+import torch
+
+from embodichain.lab.gym.envs.managers.cfg import SceneEntityCfg
+from embodichain.lab.sim.objects import RigidObject
+from embodichain.utils import logger
+from embodichain.utils.math import sample_uniform
+
+if TYPE_CHECKING:
+    from embodichain.lab.gym.envs import EmbodiedEnv
+
+
+def _normalize_env_ids(
+    env: EmbodiedEnv, env_ids: Union[torch.Tensor, None]
+) -> torch.Tensor:
+    # Target all active environments if no specific IDs are provided
+    if env_ids is None:
+        return torch.arange(env.num_envs, device=env.device)
+    return env_ids
+
+
+def _sample_body_scale(
+    env: EmbodiedEnv,
+    env_ids: torch.Tensor,
+    scale_factor_range: tuple[list[float], list[float]],
+    same_scale_all_axes: bool,
+) -> torch.Tensor:
+    """Sample per-env body scale factors.
+
+    Returns:
+        torch.Tensor: Shape (num_envs_selected, 3) scale factors for x/y/z.
+    """
+    num_instance = len(env_ids)
+    if same_scale_all_axes:
+        low = torch.tensor(scale_factor_range[0][0], device=env.device)
+        high = torch.tensor(scale_factor_range[1][0], device=env.device)
+        s = sample_uniform(lower=low, upper=high, size=(num_instance,))
+        return torch.stack([s, s, s], dim=1)
+    low = torch.tensor(scale_factor_range[0], device=env.device)
+    high = torch.tensor(scale_factor_range[1], device=env.device)
+    return sample_uniform(lower=low, upper=high, size=(num_instance, 3))
+
+
+def randomize_rigid_object_scale(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfg: SceneEntityCfg,
+    scale_factor_range: tuple[list[float], list[float]] | None = None,
+    same_scale_all_axes: bool = True,
+) -> None:
+    """Randomize a rigid object's *body scale factors* (multiplicative, not absolute size).
+
+    Args:
+        env: Environment instance.
+        env_ids: Target env ids. If None, applies to all envs.
+        entity_cfg: Scene entity config of the rigid object.
+        scale_factor_range: If same_scale_all_axes is True, should be [[s_min], [s_max]].
+            Otherwise [[sx_min, sy_min, sz_min], [sx_max, sy_max, sz_max]].
+        same_scale_all_axes: Whether to use same factor on x/y/z.
+    """
+    if scale_factor_range is None:
+        return
+    if entity_cfg.uid not in env.sim.get_rigid_object_uid_list():
+        return
+
+    env_ids = _normalize_env_ids(env, env_ids)
+    rigid_object: RigidObject = env.sim.get_rigid_object(entity_cfg.uid)
+    scale = _sample_body_scale(env, env_ids, scale_factor_range, same_scale_all_axes)
+    rigid_object.set_body_scale(scale, env_ids=env_ids)
+
+
+def randomize_rigid_objects_scale(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfgs: List[SceneEntityCfg],
+    scale_factor_range: tuple[list[float], list[float]] | None = None,
+    same_scale_all_axes: bool = True,
+    shared_sample: bool = False,
+) -> None:
+    """Randomize body scale factors for multiple rigid objects.
+
+    Args:
+        env: Environment instance.
+        env_ids: Target env ids. If None, applies to all envs.
+        entity_cfgs: List of scene entity configs (rigid objects).
+        scale_factor_range: Scale factor sampling range.
+        same_scale_all_axes: Whether to use same factor on x/y/z.
+        shared_sample: If True, sample one scale per-env and apply to *all* objects (sync).
+            If False, each object samples its own scales independently.
+    """
+    if scale_factor_range is None:
+        return
+
+    if not isinstance(entity_cfgs, list) or len(entity_cfgs) == 0:
+        return
+
+    env_ids = _normalize_env_ids(env, env_ids)
+
+    if shared_sample:
+        scale = _sample_body_scale(
+            env, env_ids, scale_factor_range, same_scale_all_axes
+        )
+        for entity_cfg in entity_cfgs:
+            if entity_cfg.uid not in env.sim.get_rigid_object_uid_list():
+                continue
+            rigid_object: RigidObject = env.sim.get_rigid_object(entity_cfg.uid)
+            rigid_object.set_body_scale(scale, env_ids=env_ids)
+        return
+
+    for entity_cfg in entity_cfgs:
+        randomize_rigid_object_scale(
+            env=env,
+            env_ids=env_ids,
+            entity_cfg=entity_cfg,
+            scale_factor_range=scale_factor_range,
+            same_scale_all_axes=same_scale_all_axes,
+        )
+
+
+def randomize_rigid_object_body_scale(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfg: SceneEntityCfg,
+    scale_range: tuple[list[float], list[float]] | None = None,
+    same_scale_all_axes: bool = True,
+) -> None:
+    """Deprecated. Use `randomize_rigid_object_scale` + `scale_factor_range`."""
+    if scale_range is not None:
+        logger.log_warning(
+            "`randomize_rigid_object_body_scale` is deprecated. "
+            "Please migrate to `randomize_rigid_object_scale` with `scale_factor_range`."
+        )
+    return randomize_rigid_object_scale(
+        env=env,
+        env_ids=env_ids,
+        entity_cfg=entity_cfg,
+        scale_factor_range=scale_range,
+        same_scale_all_axes=same_scale_all_axes,
+    )
+
+
+def randomize_rigid_objects_body_scale_sync(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfgs: List[SceneEntityCfg],
+    scale_range: tuple[list[float], list[float]] | None = None,
+    same_scale_all_axes: bool = True,
+) -> None:
+    """Deprecated. Use `randomize_rigid_objects_scale(shared_sample=True)` + `scale_factor_range`."""
+    if scale_range is not None:
+        logger.log_warning(
+            "`randomize_rigid_objects_body_scale_sync` is deprecated. "
+            "Please migrate to `randomize_rigid_objects_scale` with `shared_sample=true` "
+            "and `scale_factor_range`."
+        )
+    return randomize_rigid_objects_scale(
+        env=env,
+        env_ids=env_ids,
+        entity_cfgs=entity_cfgs,
+        scale_factor_range=scale_range,
+        same_scale_all_axes=same_scale_all_axes,
+        shared_sample=True,
+    )

From f7ae260571ca288cabc5cb66dafc1369314aaadd Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Thu, 25 Dec 2025 21:27:29 +0800
Subject: [PATCH 43/92] Feat: Add scale randomization API with shared_sample

---
 .../envs/managers/randomization/__init__.py   |   2 +
 .../gym/envs/managers/randomization/scale.py  | 182 ++++++++++++++++++
 2 files changed, 184 insertions(+)
 create mode 100644 embodichain/lab/gym/envs/managers/randomization/scale.py

diff --git a/embodichain/lab/gym/envs/managers/randomization/__init__.py b/embodichain/lab/gym/envs/managers/randomization/__init__.py
index 6483181f..ad24fe91 100644
--- a/embodichain/lab/gym/envs/managers/randomization/__init__.py
+++ b/embodichain/lab/gym/envs/managers/randomization/__init__.py
@@ -16,6 +16,8 @@
 
 from .rendering import *
 from .spatial import *
+from .scale import *
+
 
 """
 Randomization are all implemented as Event functors.
diff --git a/embodichain/lab/gym/envs/managers/randomization/scale.py b/embodichain/lab/gym/envs/managers/randomization/scale.py
new file mode 100644
index 00000000..5e9ee874
--- /dev/null
+++ b/embodichain/lab/gym/envs/managers/randomization/scale.py
@@ -0,0 +1,182 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING, List, Union
+
+import torch
+
+from embodichain.lab.gym.envs.managers.cfg import SceneEntityCfg
+from embodichain.lab.sim.objects import RigidObject
+from embodichain.utils import logger
+from embodichain.utils.math import sample_uniform
+
+if TYPE_CHECKING:
+    from embodichain.lab.gym.envs import EmbodiedEnv
+
+
+def _normalize_env_ids(
+    env: EmbodiedEnv, env_ids: Union[torch.Tensor, None]
+) -> torch.Tensor:
+    # Target all active environments if no specific IDs are provided
+    if env_ids is None:
+        return torch.arange(env.num_envs, device=env.device)
+    return env_ids
+
+
+def _sample_body_scale(
+    env: EmbodiedEnv,
+    env_ids: torch.Tensor,
+    scale_factor_range: tuple[list[float], list[float]],
+    same_scale_all_axes: bool,
+) -> torch.Tensor:
+    """Sample per-env body scale factors.
+
+    Returns:
+        torch.Tensor: Shape (num_envs_selected, 3) scale factors for x/y/z.
+    """
+    num_instance = len(env_ids)
+    if same_scale_all_axes:
+        low = torch.tensor(scale_factor_range[0][0], device=env.device)
+        high = torch.tensor(scale_factor_range[1][0], device=env.device)
+        s = sample_uniform(lower=low, upper=high, size=(num_instance,))
+        return torch.stack([s, s, s], dim=1)
+    low = torch.tensor(scale_factor_range[0], device=env.device)
+    high = torch.tensor(scale_factor_range[1], device=env.device)
+    return sample_uniform(lower=low, upper=high, size=(num_instance, 3))
+
+
+def randomize_rigid_object_scale(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfg: SceneEntityCfg,
+    scale_factor_range: tuple[list[float], list[float]] | None = None,
+    same_scale_all_axes: bool = True,
+) -> None:
+    """Randomize a rigid object's *body scale factors* (multiplicative, not absolute size).
+
+    Args:
+        env: Environment instance.
+        env_ids: Target env ids. If None, applies to all envs.
+        entity_cfg: Scene entity config of the rigid object.
+        scale_factor_range: If same_scale_all_axes is True, should be [[s_min], [s_max]].
+            Otherwise [[sx_min, sy_min, sz_min], [sx_max, sy_max, sz_max]].
+        same_scale_all_axes: Whether to use same factor on x/y/z.
+    """
+    if scale_factor_range is None:
+        return
+    if entity_cfg.uid not in env.sim.get_rigid_object_uid_list():
+        return
+
+    env_ids = _normalize_env_ids(env, env_ids)
+    rigid_object: RigidObject = env.sim.get_rigid_object(entity_cfg.uid)
+    scale = _sample_body_scale(env, env_ids, scale_factor_range, same_scale_all_axes)
+    rigid_object.set_body_scale(scale, env_ids=env_ids)
+
+
+def randomize_rigid_objects_scale(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfgs: List[SceneEntityCfg],
+    scale_factor_range: tuple[list[float], list[float]] | None = None,
+    same_scale_all_axes: bool = True,
+    shared_sample: bool = False,
+) -> None:
+    """Randomize body scale factors for multiple rigid objects.
+
+    Args:
+        env: Environment instance.
+        env_ids: Target env ids. If None, applies to all envs.
+        entity_cfgs: List of scene entity configs (rigid objects).
+        scale_factor_range: Scale factor sampling range.
+        same_scale_all_axes: Whether to use same factor on x/y/z.
+        shared_sample: If True, sample one scale per-env and apply to *all* objects (sync).
+            If False, each object samples its own scales independently.
+    """
+    if scale_factor_range is None:
+        return
+
+    if not isinstance(entity_cfgs, list) or len(entity_cfgs) == 0:
+        return
+
+    env_ids = _normalize_env_ids(env, env_ids)
+
+    if shared_sample:
+        scale = _sample_body_scale(
+            env, env_ids, scale_factor_range, same_scale_all_axes
+        )
+        for entity_cfg in entity_cfgs:
+            if entity_cfg.uid not in env.sim.get_rigid_object_uid_list():
+                continue
+            rigid_object: RigidObject = env.sim.get_rigid_object(entity_cfg.uid)
+            rigid_object.set_body_scale(scale, env_ids=env_ids)
+        return
+
+    for entity_cfg in entity_cfgs:
+        randomize_rigid_object_scale(
+            env=env,
+            env_ids=env_ids,
+            entity_cfg=entity_cfg,
+            scale_factor_range=scale_factor_range,
+            same_scale_all_axes=same_scale_all_axes,
+        )
+
+
+def randomize_rigid_object_body_scale(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfg: SceneEntityCfg,
+    scale_range: tuple[list[float], list[float]] | None = None,
+    same_scale_all_axes: bool = True,
+) -> None:
+    """Deprecated. Use `randomize_rigid_object_scale` + `scale_factor_range`."""
+    if scale_range is not None:
+        logger.log_warning(
+            "`randomize_rigid_object_body_scale` is deprecated. "
+            "Please migrate to `randomize_rigid_object_scale` with `scale_factor_range`."
+        )
+    return randomize_rigid_object_scale(
+        env=env,
+        env_ids=env_ids,
+        entity_cfg=entity_cfg,
+        scale_factor_range=scale_range,
+        same_scale_all_axes=same_scale_all_axes,
+    )
+
+
+def randomize_rigid_objects_body_scale_sync(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfgs: List[SceneEntityCfg],
+    scale_range: tuple[list[float], list[float]] | None = None,
+    same_scale_all_axes: bool = True,
+) -> None:
+    """Deprecated. Use `randomize_rigid_objects_scale(shared_sample=True)` + `scale_factor_range`."""
+    if scale_range is not None:
+        logger.log_warning(
+            "`randomize_rigid_objects_body_scale_sync` is deprecated. "
+            "Please migrate to `randomize_rigid_objects_scale` with `shared_sample=true` "
+            "and `scale_factor_range`."
+        )
+    return randomize_rigid_objects_scale(
+        env=env,
+        env_ids=env_ids,
+        entity_cfgs=entity_cfgs,
+        scale_factor_range=scale_range,
+        same_scale_all_axes=same_scale_all_axes,
+        shared_sample=True,
+    )

From f540bd050283cb3b5662ae3668684675c17ea218 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Thu, 25 Dec 2025 21:29:00 +0800
Subject: [PATCH 44/92] Feat: Add set_rigid_object_visual_material; migrate
 blocks_ranking configs

---
 .../envs/managers/randomization/rendering.py  | 43 +++++++++++++++++++
 1 file changed, 43 insertions(+)

diff --git a/embodichain/lab/gym/envs/managers/randomization/rendering.py b/embodichain/lab/gym/envs/managers/randomization/rendering.py
index 535ebd66..ae315104 100644
--- a/embodichain/lab/gym/envs/managers/randomization/rendering.py
+++ b/embodichain/lab/gym/envs/managers/randomization/rendering.py
@@ -47,10 +47,53 @@
     "randomize_camera_extrinsics",
     "randomize_light",
     "randomize_camera_intrinsics",
+    "set_rigid_object_visual_material",
     "randomize_visual_material",
 ]
 
 
+def set_rigid_object_visual_material(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfg: SceneEntityCfg,
+    base_color: list[float] | None = None,
+    metallic: float = 0.0,
+    roughness: float = 0.5,
+    uid: str | None = None,
+) -> None:
+    """Set a rigid object's visual material (deterministic, non-random).
+
+    This helper exists to support configs that want fixed colors/materials during reset.
+
+    Args:
+        env: Environment instance.
+        env_ids: Target env ids. If None, applies to all envs.
+        entity_cfg: Scene entity config (must point to a rigid object).
+        base_color: RGBA list, e.g. [1.0, 0.0, 0.0, 1.0]. If None, keeps default base color.
+        metallic: PBR metallic factor.
+        roughness: PBR roughness factor.
+        uid: Visual material uid. If None, uses "{entity_uid}_mat".
+    """
+    if entity_cfg.uid not in env.sim.get_rigid_object_uid_list():
+        return
+
+    if env_ids is None:
+        env_ids = torch.arange(env.num_envs, device="cpu")
+    else:
+        env_ids = env_ids.cpu()
+
+    mat_uid = uid or f"{entity_cfg.uid}_mat"
+    cfg = VisualMaterialCfg(
+        uid=mat_uid,
+        base_color=base_color if base_color is not None else [0.5, 0.5, 0.5, 1.0],
+        metallic=metallic,
+        roughness=roughness,
+    )
+    mat = env.sim.create_visual_material(cfg)
+    obj: RigidObject = env.sim.get_rigid_object(entity_cfg.uid)
+    obj.set_visual_material(mat, env_ids=env_ids)
+
+
 def randomize_camera_extrinsics(
     env: EmbodiedEnv,
     env_ids: Union[torch.Tensor, None],

From 1dd594f563345c9f3b525392c5a7968f587f8274 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Thu, 25 Dec 2025 21:29:00 +0800
Subject: [PATCH 45/92] Feat: Add set_rigid_object_visual_material; migrate
 blocks_ranking configs

---
 .../envs/managers/randomization/rendering.py  | 43 +++++++++++++++++++
 1 file changed, 43 insertions(+)

diff --git a/embodichain/lab/gym/envs/managers/randomization/rendering.py b/embodichain/lab/gym/envs/managers/randomization/rendering.py
index 535ebd66..ae315104 100644
--- a/embodichain/lab/gym/envs/managers/randomization/rendering.py
+++ b/embodichain/lab/gym/envs/managers/randomization/rendering.py
@@ -47,10 +47,53 @@
     "randomize_camera_extrinsics",
     "randomize_light",
     "randomize_camera_intrinsics",
+    "set_rigid_object_visual_material",
     "randomize_visual_material",
 ]
 
 
+def set_rigid_object_visual_material(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, None],
+    entity_cfg: SceneEntityCfg,
+    base_color: list[float] | None = None,
+    metallic: float = 0.0,
+    roughness: float = 0.5,
+    uid: str | None = None,
+) -> None:
+    """Set a rigid object's visual material (deterministic, non-random).
+
+    This helper exists to support configs that want fixed colors/materials during reset.
+
+    Args:
+        env: Environment instance.
+        env_ids: Target env ids. If None, applies to all envs.
+        entity_cfg: Scene entity config (must point to a rigid object).
+        base_color: RGBA list, e.g. [1.0, 0.0, 0.0, 1.0]. If None, keeps default base color.
+        metallic: PBR metallic factor.
+        roughness: PBR roughness factor.
+        uid: Visual material uid. If None, uses "{entity_uid}_mat".
+    """
+    if entity_cfg.uid not in env.sim.get_rigid_object_uid_list():
+        return
+
+    if env_ids is None:
+        env_ids = torch.arange(env.num_envs, device="cpu")
+    else:
+        env_ids = env_ids.cpu()
+
+    mat_uid = uid or f"{entity_cfg.uid}_mat"
+    cfg = VisualMaterialCfg(
+        uid=mat_uid,
+        base_color=base_color if base_color is not None else [0.5, 0.5, 0.5, 1.0],
+        metallic=metallic,
+        roughness=roughness,
+    )
+    mat = env.sim.create_visual_material(cfg)
+    obj: RigidObject = env.sim.get_rigid_object(entity_cfg.uid)
+    obj.set_visual_material(mat, env_ids=env_ids)
+
+
 def randomize_camera_extrinsics(
     env: EmbodiedEnv,
     env_ids: Union[torch.Tensor, None],

From f2f2e7d2b34198a35fc578b386ef7b719cbab29e Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Thu, 25 Dec 2025 21:41:17 +0800
Subject: [PATCH 46/92] Add BlocksRankingRGB environment

---
 .../gym/blocks_ranking_rgb/gym_config.json    | 480 ++++++++++++++++++
 embodichain/lab/gym/envs/__init__.py          |   3 +
 .../tasks/tableware/blocks_ranking_rgb.py     |  88 ++++
 3 files changed, 571 insertions(+)
 create mode 100644 configs/gym/blocks_ranking_rgb/gym_config.json
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/blocks_ranking_rgb.py

diff --git a/configs/gym/blocks_ranking_rgb/gym_config.json b/configs/gym/blocks_ranking_rgb/gym_config.json
new file mode 100644
index 00000000..4a455b59
--- /dev/null
+++ b/configs/gym/blocks_ranking_rgb/gym_config.json
@@ -0,0 +1,480 @@
+{   
+    "id": "BlocksRankingRGB-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_block_1_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"},
+                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
+                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
+                    "relative_position": false
+                }
+            },
+            "init_block_2_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"},
+                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
+                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
+                    "relative_position": false
+                }
+            },
+            "init_block_3_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_3"},
+                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
+                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
+                    "relative_position": false
+                }
+            },
+            "init_block_sizes": {
+                "func": "randomize_rigid_objects_scale",
+                "mode": "reset",
+                "params": {
+                    "entity_cfgs": [
+                        {"uid": "block_1"},
+                        {"uid": "block_2"},
+                        {"uid": "block_3"}
+                    ],
+                    "scale_factor_range": [[0.75], [1.25]],
+                    "same_scale_all_axes": true,
+                    "shared_sample": true
+                }
+            },
+            "set_block_1_color": {
+                "func": "set_rigid_object_visual_material",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"},
+                    "base_color": [1.0, 0.0, 0.0, 1.0],
+                    "metallic": 0.0,
+                    "roughness": 0.5,
+                    "uid": "red_block_mat"
+                }
+            },
+            "set_block_2_color": {
+                "func": "set_rigid_object_visual_material",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"},
+                    "base_color": [0.0, 1.0, 0.0, 1.0],
+                    "metallic": 0.0,
+                    "roughness": 0.5,
+                    "uid": "green_block_mat"
+                }
+            },
+            "set_block_3_color": {
+                "func": "set_rigid_object_visual_material",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_3"},
+                    "base_color": [0.0, 0.0, 1.0, 1.0],
+                    "metallic": 0.0,
+                    "roughness": 0.5,
+                    "uid": "blue_block_mat"
+                }
+            },
+            "prepare_extra_attr": {
+                "func": "prepare_extra_attr",
+                "mode": "reset",
+                "params": {
+                    "attrs": [
+                        {
+                            "name": "object_lengths",
+                            "mode": "callable",
+                            "entity_uids": "all_objects",
+                            "func_name": "compute_object_length",
+                            "func_kwargs": {
+                                "is_svd_frame": true,
+                                "sample_points": 5000
+                            }
+                        },
+                        {
+                            "name": "left_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "left_arm_base",
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "name": "right_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "right_arm_base",
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "register_info_to_env": {
+                "func": "register_info_to_env",
+                "mode": "reset",
+                "params": {
+                    "registry": [
+                        {
+                            "entity_cfg": {
+                                "uid": "block_1"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "block_2"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "block_3"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["left_arm"]
+                            },
+                            "attrs": ["left_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "block_1",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["right_arm"]
+                            },
+                            "attrs": ["right_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "block_2",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        }
+                    ],
+                    "registration": "affordance_datas",
+                    "sim_update": true
+                }
+            },
+            "random_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 2,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_robot_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 5,
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_camera_intrinsics": {
+                "func": "randomize_camera_intrinsics",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "focal_x_range": [-50, 50],
+                    "focal_y_range": [-50, 50]
+                }
+            },
+            "random_robot_init_eef_pose": {
+                "func": "randomize_robot_eef_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
+                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [2, 0, 2],
+                    "target": [0.5, 0, 1]
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "block_1_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_1_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"}
+                }
+            },
+            "block_2_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_2_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"}
+                }
+            },
+            "block_3_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_3_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_3"}
+                }
+            },
+            "cam_high_semantic_mask_l": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["block_1", "block_2", "block_3"]
+                }
+            },
+            "cam_high_semantic_mask_r": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_r",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["block_1", "block_2", "block_3"],
+                    "is_right": true
+                }
+            },
+            "cam_left_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_left_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_left_wrist"},
+                    "foreground_uids": ["block_1", "block_2", "block_3"]
+                }
+            },
+            "cam_right_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_right_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_right_wrist"},
+                    "foreground_uids": ["block_1", "block_2", "block_3"]
+                }
+            }
+        },
+        "dataset": {
+            "robot_meta": {
+                "arm_dofs": 12,
+                "control_freq": 25,
+                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
+                "min_len_steps": 5
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.0, -0.5, 1.2],
+                "target": [0.75, 0.0, 0.85],
+                "up": [0.0, 0.0, 1.0]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"block_1",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.04, 0.04, 0.04]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.725, -0.015, 0.86],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        },
+        {
+            "uid":"block_2",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.04, 0.04, 0.04]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.725, -0.015, 0.86],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        },
+        {
+            "uid":"block_3",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.04, 0.04, 0.04]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.725, -0.015, 0.86],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        }
+    ]
+}
+
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
index 48d9646d..a40761df 100644
--- a/embodichain/lab/gym/envs/__init__.py
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -27,6 +27,9 @@
 )
 from embodichain.lab.gym.envs.tasks.tableware.scoop_ice import ScoopIce
 from embodichain.lab.gym.envs.tasks.tableware.stack_blocks_two import StackBlocksTwoEnv
+from embodichain.lab.gym.envs.tasks.tableware.blocks_ranking_rgb import (
+    BlocksRankingRGBEnv,
+)
 
 # Reinforcement learning environments
 from embodichain.lab.gym.envs.tasks.rl.push_cube import PushCubeEnv
diff --git a/embodichain/lab/gym/envs/tasks/tableware/blocks_ranking_rgb.py b/embodichain/lab/gym/envs/tasks/tableware/blocks_ranking_rgb.py
new file mode 100644
index 00000000..fc7eb442
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/tableware/blocks_ranking_rgb.py
@@ -0,0 +1,88 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.utils import logger
+
+__all__ = ["BlocksRankingRGBEnv"]
+
+
+@register_env("BlocksRankingRGB-v1", max_episode_steps=600)
+class BlocksRankingRGBEnv(EmbodiedEnv):
+    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+        action_config = kwargs.get("action_config", None)
+        if action_config is not None:
+            self.action_config = action_config
+
+    def is_task_success(self, **kwargs) -> torch.Tensor:
+        """Determine if the task is successfully completed.
+
+        The task is successful if:
+        1. Three blocks are arranged in RGB order from left to right:
+           - Red block (block_1) x < Green block (block_2) x < Blue block (block_3) x
+        2. All blocks are close together (within tolerance)
+
+        Args:
+            **kwargs: Additional arguments for task-specific success criteria.
+
+        Returns:
+            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
+        """
+        try:
+            block1 = self.sim.get_rigid_object("block_1")  # Red
+            block2 = self.sim.get_rigid_object("block_2")  # Green
+            block3 = self.sim.get_rigid_object("block_3")  # Blue
+        except Exception as e:
+            logger.log_warning(f"Blocks not found: {e}, returning False.")
+            return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
+
+        # Get block poses
+        block1_pose = block1.get_local_pose(to_matrix=True)
+        block2_pose = block2.get_local_pose(to_matrix=True)
+        block3_pose = block3.get_local_pose(to_matrix=True)
+
+        # Extract positions (x, y, z)
+        block1_pos = block1_pose[:, :3, 3]  # (num_envs, 3)
+        block2_pos = block2_pose[:, :3, 3]
+        block3_pos = block3_pose[:, :3, 3]
+
+        # Tolerance for checking if blocks are close together
+        eps = torch.tensor([0.13, 0.03], dtype=torch.float32, device=self.device)
+
+        # Check if blocks are close together in x-y plane
+        # block1 and block2 should be close
+        block1_block2_diff = torch.abs(block1_pos[:, :2] - block2_pos[:, :2])
+        blocks_close_12 = torch.all(block1_block2_diff < eps.unsqueeze(0), dim=1)
+
+        # block2 and block3 should be close
+        block2_block3_diff = torch.abs(block2_pos[:, :2] - block3_pos[:, :2])
+        blocks_close_23 = torch.all(block2_block3_diff < eps.unsqueeze(0), dim=1)
+
+        # Check RGB order: block1 (red) x < block2 (green) x < block3 (blue) x
+        rgb_order = (block1_pos[:, 0] < block2_pos[:, 0]) & (
+            block2_pos[:, 0] < block3_pos[:, 0]
+        )
+
+        # Task succeeds if blocks are close together and in RGB order
+        success = blocks_close_12 & blocks_close_23 & rgb_order
+
+        return success

From 0fddcbdd3ab17c7b2087f506ec9b4d08f6a3c7ef Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Thu, 25 Dec 2025 21:41:17 +0800
Subject: [PATCH 47/92] Add BlocksRankingRGB environment

---
 .../gym/blocks_ranking_rgb/gym_config.json    | 480 ++++++++++++++++++
 embodichain/lab/gym/envs/__init__.py          |   3 +
 .../tasks/tableware/blocks_ranking_rgb.py     |  88 ++++
 3 files changed, 571 insertions(+)
 create mode 100644 configs/gym/blocks_ranking_rgb/gym_config.json
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/blocks_ranking_rgb.py

diff --git a/configs/gym/blocks_ranking_rgb/gym_config.json b/configs/gym/blocks_ranking_rgb/gym_config.json
new file mode 100644
index 00000000..4a455b59
--- /dev/null
+++ b/configs/gym/blocks_ranking_rgb/gym_config.json
@@ -0,0 +1,480 @@
+{   
+    "id": "BlocksRankingRGB-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_block_1_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"},
+                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
+                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
+                    "relative_position": false
+                }
+            },
+            "init_block_2_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"},
+                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
+                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
+                    "relative_position": false
+                }
+            },
+            "init_block_3_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_3"},
+                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
+                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
+                    "relative_position": false
+                }
+            },
+            "init_block_sizes": {
+                "func": "randomize_rigid_objects_scale",
+                "mode": "reset",
+                "params": {
+                    "entity_cfgs": [
+                        {"uid": "block_1"},
+                        {"uid": "block_2"},
+                        {"uid": "block_3"}
+                    ],
+                    "scale_factor_range": [[0.75], [1.25]],
+                    "same_scale_all_axes": true,
+                    "shared_sample": true
+                }
+            },
+            "set_block_1_color": {
+                "func": "set_rigid_object_visual_material",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"},
+                    "base_color": [1.0, 0.0, 0.0, 1.0],
+                    "metallic": 0.0,
+                    "roughness": 0.5,
+                    "uid": "red_block_mat"
+                }
+            },
+            "set_block_2_color": {
+                "func": "set_rigid_object_visual_material",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"},
+                    "base_color": [0.0, 1.0, 0.0, 1.0],
+                    "metallic": 0.0,
+                    "roughness": 0.5,
+                    "uid": "green_block_mat"
+                }
+            },
+            "set_block_3_color": {
+                "func": "set_rigid_object_visual_material",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_3"},
+                    "base_color": [0.0, 0.0, 1.0, 1.0],
+                    "metallic": 0.0,
+                    "roughness": 0.5,
+                    "uid": "blue_block_mat"
+                }
+            },
+            "prepare_extra_attr": {
+                "func": "prepare_extra_attr",
+                "mode": "reset",
+                "params": {
+                    "attrs": [
+                        {
+                            "name": "object_lengths",
+                            "mode": "callable",
+                            "entity_uids": "all_objects",
+                            "func_name": "compute_object_length",
+                            "func_kwargs": {
+                                "is_svd_frame": true,
+                                "sample_points": 5000
+                            }
+                        },
+                        {
+                            "name": "left_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "left_arm_base",
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "name": "right_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "right_arm_base",
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "register_info_to_env": {
+                "func": "register_info_to_env",
+                "mode": "reset",
+                "params": {
+                    "registry": [
+                        {
+                            "entity_cfg": {
+                                "uid": "block_1"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "block_2"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "block_3"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["left_arm"]
+                            },
+                            "attrs": ["left_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "block_1",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["right_arm"]
+                            },
+                            "attrs": ["right_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "block_2",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        }
+                    ],
+                    "registration": "affordance_datas",
+                    "sim_update": true
+                }
+            },
+            "random_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 2,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_robot_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 5,
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_camera_intrinsics": {
+                "func": "randomize_camera_intrinsics",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "focal_x_range": [-50, 50],
+                    "focal_y_range": [-50, 50]
+                }
+            },
+            "random_robot_init_eef_pose": {
+                "func": "randomize_robot_eef_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
+                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [2, 0, 2],
+                    "target": [0.5, 0, 1]
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "block_1_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_1_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"}
+                }
+            },
+            "block_2_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_2_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"}
+                }
+            },
+            "block_3_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_3_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_3"}
+                }
+            },
+            "cam_high_semantic_mask_l": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["block_1", "block_2", "block_3"]
+                }
+            },
+            "cam_high_semantic_mask_r": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_r",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["block_1", "block_2", "block_3"],
+                    "is_right": true
+                }
+            },
+            "cam_left_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_left_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_left_wrist"},
+                    "foreground_uids": ["block_1", "block_2", "block_3"]
+                }
+            },
+            "cam_right_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_right_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_right_wrist"},
+                    "foreground_uids": ["block_1", "block_2", "block_3"]
+                }
+            }
+        },
+        "dataset": {
+            "robot_meta": {
+                "arm_dofs": 12,
+                "control_freq": 25,
+                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
+                "min_len_steps": 5
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.0, -0.5, 1.2],
+                "target": [0.75, 0.0, 0.85],
+                "up": [0.0, 0.0, 1.0]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"block_1",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.04, 0.04, 0.04]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.725, -0.015, 0.86],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        },
+        {
+            "uid":"block_2",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.04, 0.04, 0.04]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.725, -0.015, 0.86],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        },
+        {
+            "uid":"block_3",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.04, 0.04, 0.04]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.725, -0.015, 0.86],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        }
+    ]
+}
+
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
index 48d9646d..a40761df 100644
--- a/embodichain/lab/gym/envs/__init__.py
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -27,6 +27,9 @@
 )
 from embodichain.lab.gym.envs.tasks.tableware.scoop_ice import ScoopIce
 from embodichain.lab.gym.envs.tasks.tableware.stack_blocks_two import StackBlocksTwoEnv
+from embodichain.lab.gym.envs.tasks.tableware.blocks_ranking_rgb import (
+    BlocksRankingRGBEnv,
+)
 
 # Reinforcement learning environments
 from embodichain.lab.gym.envs.tasks.rl.push_cube import PushCubeEnv
diff --git a/embodichain/lab/gym/envs/tasks/tableware/blocks_ranking_rgb.py b/embodichain/lab/gym/envs/tasks/tableware/blocks_ranking_rgb.py
new file mode 100644
index 00000000..fc7eb442
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/tableware/blocks_ranking_rgb.py
@@ -0,0 +1,88 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.utils import logger
+
+__all__ = ["BlocksRankingRGBEnv"]
+
+
+@register_env("BlocksRankingRGB-v1", max_episode_steps=600)
+class BlocksRankingRGBEnv(EmbodiedEnv):
+    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+        action_config = kwargs.get("action_config", None)
+        if action_config is not None:
+            self.action_config = action_config
+
+    def is_task_success(self, **kwargs) -> torch.Tensor:
+        """Determine if the task is successfully completed.
+
+        The task is successful if:
+        1. Three blocks are arranged in RGB order from left to right:
+           - Red block (block_1) x < Green block (block_2) x < Blue block (block_3) x
+        2. All blocks are close together (within tolerance)
+
+        Args:
+            **kwargs: Additional arguments for task-specific success criteria.
+
+        Returns:
+            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
+        """
+        try:
+            block1 = self.sim.get_rigid_object("block_1")  # Red
+            block2 = self.sim.get_rigid_object("block_2")  # Green
+            block3 = self.sim.get_rigid_object("block_3")  # Blue
+        except Exception as e:
+            logger.log_warning(f"Blocks not found: {e}, returning False.")
+            return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
+
+        # Get block poses
+        block1_pose = block1.get_local_pose(to_matrix=True)
+        block2_pose = block2.get_local_pose(to_matrix=True)
+        block3_pose = block3.get_local_pose(to_matrix=True)
+
+        # Extract positions (x, y, z)
+        block1_pos = block1_pose[:, :3, 3]  # (num_envs, 3)
+        block2_pos = block2_pose[:, :3, 3]
+        block3_pos = block3_pose[:, :3, 3]
+
+        # Tolerance for checking if blocks are close together
+        eps = torch.tensor([0.13, 0.03], dtype=torch.float32, device=self.device)
+
+        # Check if blocks are close together in x-y plane
+        # block1 and block2 should be close
+        block1_block2_diff = torch.abs(block1_pos[:, :2] - block2_pos[:, :2])
+        blocks_close_12 = torch.all(block1_block2_diff < eps.unsqueeze(0), dim=1)
+
+        # block2 and block3 should be close
+        block2_block3_diff = torch.abs(block2_pos[:, :2] - block3_pos[:, :2])
+        blocks_close_23 = torch.all(block2_block3_diff < eps.unsqueeze(0), dim=1)
+
+        # Check RGB order: block1 (red) x < block2 (green) x < block3 (blue) x
+        rgb_order = (block1_pos[:, 0] < block2_pos[:, 0]) & (
+            block2_pos[:, 0] < block3_pos[:, 0]
+        )
+
+        # Task succeeds if blocks are close together and in RGB order
+        success = blocks_close_12 & blocks_close_23 & rgb_order
+
+        return success

From 23fc0827af7800ac976a4d13ed9a87c2d3b58f4e Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Thu, 25 Dec 2025 21:42:52 +0800
Subject: [PATCH 48/92] Fix: Support entity_cfgs in envent params

---
 embodichain/lab/gym/utils/gym_utils.py | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/embodichain/lab/gym/utils/gym_utils.py b/embodichain/lab/gym/utils/gym_utils.py
index 0f92abb7..3eb5d6f7 100644
--- a/embodichain/lab/gym/utils/gym_utils.py
+++ b/embodichain/lab/gym/utils/gym_utils.py
@@ -474,6 +474,12 @@ class ComponentCfg:
                     **event_params_modified["params"]["entity_cfg"]
                 )
                 event_params_modified["params"]["entity_cfg"] = entity_cfg
+            if "entity_cfgs" in event_params["params"]:
+                entity_cfgs = [
+                    SceneEntityCfg(**cfg)
+                    for cfg in event_params_modified["params"]["entity_cfgs"]
+                ]
+                event_params_modified["params"]["entity_cfgs"] = entity_cfgs
 
             # Find the function from multiple modules using the utility function
             event_func = find_function_from_modules(

From 4ff06533d23e4ef878e90fae17030fef98ab8af6 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Thu, 25 Dec 2025 21:42:52 +0800
Subject: [PATCH 49/92] Fix: Support entity_cfgs in envent params

---
 embodichain/lab/gym/utils/gym_utils.py | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/embodichain/lab/gym/utils/gym_utils.py b/embodichain/lab/gym/utils/gym_utils.py
index 0f92abb7..3eb5d6f7 100644
--- a/embodichain/lab/gym/utils/gym_utils.py
+++ b/embodichain/lab/gym/utils/gym_utils.py
@@ -474,6 +474,12 @@ class ComponentCfg:
                     **event_params_modified["params"]["entity_cfg"]
                 )
                 event_params_modified["params"]["entity_cfg"] = entity_cfg
+            if "entity_cfgs" in event_params["params"]:
+                entity_cfgs = [
+                    SceneEntityCfg(**cfg)
+                    for cfg in event_params_modified["params"]["entity_cfgs"]
+                ]
+                event_params_modified["params"]["entity_cfgs"] = entity_cfgs
 
             # Find the function from multiple modules using the utility function
             event_func = find_function_from_modules(

From 5d3115ec7e6826aa90346dc28a0405361eaf33e7 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Thu, 25 Dec 2025 21:59:08 +0800
Subject: [PATCH 50/92] Add BlocksRankingSize environment

---
 .../gym/blocks_ranking_size/gym_config.json   | 460 ++++++++++++++++++
 embodichain/lab/gym/envs/__init__.py          |   3 +
 .../tasks/tableware/blocks_ranking_size.py    |  89 ++++
 3 files changed, 552 insertions(+)
 create mode 100644 configs/gym/blocks_ranking_size/gym_config.json
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/blocks_ranking_size.py

diff --git a/configs/gym/blocks_ranking_size/gym_config.json b/configs/gym/blocks_ranking_size/gym_config.json
new file mode 100644
index 00000000..1eadb9d0
--- /dev/null
+++ b/configs/gym/blocks_ranking_size/gym_config.json
@@ -0,0 +1,460 @@
+{   
+    "id": "BlocksRankingSize-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_block_1_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"},
+                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
+                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
+                    "relative_position": false
+                }
+            },
+            "init_block_2_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"},
+                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
+                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
+                    "relative_position": false
+                }
+            },
+            "init_block_3_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_3"},
+                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
+                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
+                    "relative_position": false
+                }
+            },
+            "init_block_1_size": {
+                "func": "randomize_rigid_object_scale",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"},
+                    "scale_factor_range": [[0.95238095], [1.04761905]],
+                    "same_scale_all_axes": true
+                }
+            },
+            "init_block_2_size": {
+                "func": "randomize_rigid_object_scale",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"},
+                    "scale_factor_range": [[0.94117647], [1.05882353]],
+                    "same_scale_all_axes": true
+                }
+            },
+            "init_block_3_size": {
+                "func": "randomize_rigid_object_scale",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_3"},
+                    "scale_factor_range": [[0.92307692], [1.07692308]],
+                    "same_scale_all_axes": true
+                }
+            },
+            "prepare_extra_attr": {
+                "func": "prepare_extra_attr",
+                "mode": "reset",
+                "params": {
+                    "attrs": [
+                        {
+                            "name": "object_lengths",
+                            "mode": "callable",
+                            "entity_uids": "all_objects",
+                            "func_name": "compute_object_length",
+                            "func_kwargs": {
+                                "is_svd_frame": true,
+                                "sample_points": 5000
+                            }
+                        },
+                        {
+                            "name": "left_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "left_arm_base",
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "name": "right_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "right_arm_base",
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "register_info_to_env": {
+                "func": "register_info_to_env",
+                "mode": "reset",
+                "params": {
+                    "registry": [
+                        {
+                            "entity_cfg": {
+                                "uid": "block_1"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "block_2"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "block_3"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["left_arm"]
+                            },
+                            "attrs": ["left_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "block_1",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["right_arm"]
+                            },
+                            "attrs": ["right_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "block_2",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        }
+                    ],
+                    "registration": "affordance_datas",
+                    "sim_update": true
+                }
+            },
+            "random_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 2,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_robot_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 5,
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_camera_intrinsics": {
+                "func": "randomize_camera_intrinsics",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "focal_x_range": [-50, 50],
+                    "focal_y_range": [-50, 50]
+                }
+            },
+            "random_robot_init_eef_pose": {
+                "func": "randomize_robot_eef_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
+                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [2, 0, 2],
+                    "target": [0.5, 0, 1]
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "block_1_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_1_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"}
+                }
+            },
+            "block_2_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_2_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"}
+                }
+            },
+            "block_3_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_3_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_3"}
+                }
+            },
+            "cam_high_semantic_mask_l": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["block_1", "block_2", "block_3"]
+                }
+            },
+            "cam_high_semantic_mask_r": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_r",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["block_1", "block_2", "block_3"],
+                    "is_right": true
+                }
+            },
+            "cam_left_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_left_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_left_wrist"},
+                    "foreground_uids": ["block_1", "block_2", "block_3"]
+                }
+            },
+            "cam_right_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_right_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_right_wrist"},
+                    "foreground_uids": ["block_1", "block_2", "block_3"]
+                }
+            }
+        },
+        "dataset": {
+            "robot_meta": {
+                "arm_dofs": 12,
+                "control_freq": 25,
+                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
+                "min_len_steps": 5
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.0, -0.5, 1.2],
+                "target": [0.75, 0.0, 0.85],
+                "up": [0.0, 0.0, 1.0]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"block_1",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.063, 0.063, 0.063]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.725, -0.015, 0.86],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        },
+        {
+            "uid":"block_2",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.051, 0.051, 0.051]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.725, -0.015, 0.86],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        },
+        {
+            "uid":"block_3",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.039, 0.039, 0.039]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.725, -0.015, 0.86],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        }
+    ]
+}
+
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
index a40761df..68fc6aa2 100644
--- a/embodichain/lab/gym/envs/__init__.py
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -30,6 +30,9 @@
 from embodichain.lab.gym.envs.tasks.tableware.blocks_ranking_rgb import (
     BlocksRankingRGBEnv,
 )
+from embodichain.lab.gym.envs.tasks.tableware.blocks_ranking_size import (
+    BlocksRankingSizeEnv,
+)
 
 # Reinforcement learning environments
 from embodichain.lab.gym.envs.tasks.rl.push_cube import PushCubeEnv
diff --git a/embodichain/lab/gym/envs/tasks/tableware/blocks_ranking_size.py b/embodichain/lab/gym/envs/tasks/tableware/blocks_ranking_size.py
new file mode 100644
index 00000000..45b66997
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/tableware/blocks_ranking_size.py
@@ -0,0 +1,89 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.utils import logger
+
+__all__ = ["BlocksRankingSizeEnv"]
+
+
+@register_env("BlocksRankingSize-v1", max_episode_steps=600)
+class BlocksRankingSizeEnv(EmbodiedEnv):
+    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+        action_config = kwargs.get("action_config", None)
+        if action_config is not None:
+            self.action_config = action_config
+
+    def is_task_success(self, **kwargs) -> torch.Tensor:
+        """Determine if the task is successfully completed.
+
+        The task is successful if:
+        1. Three blocks are arranged in size order from left to right:
+           - Large block (block_1) x < Medium block (block_2) x < Small block (block_3) x
+        2. All blocks are close together (within tolerance)
+
+        Args:
+            **kwargs: Additional arguments for task-specific success criteria.
+
+        Returns:
+            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
+        """
+        try:
+            block1 = self.sim.get_rigid_object("block_1")  # Large
+            block2 = self.sim.get_rigid_object("block_2")  # Medium
+            block3 = self.sim.get_rigid_object("block_3")  # Small
+        except Exception as e:
+            logger.log_warning(f"Blocks not found: {e}, returning False.")
+            return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
+
+        # Get block poses
+        block1_pose = block1.get_local_pose(to_matrix=True)
+        block2_pose = block2.get_local_pose(to_matrix=True)
+        block3_pose = block3.get_local_pose(to_matrix=True)
+
+        # Extract positions (x, y, z)
+        block1_pos = block1_pose[:, :3, 3]  # (num_envs, 3)
+        block2_pos = block2_pose[:, :3, 3]
+        block3_pos = block3_pose[:, :3, 3]
+
+        # Tolerance for checking if blocks are close together
+        # Same as RoboTwin: eps = [0.13, 0.03]
+        eps = torch.tensor([0.13, 0.03], dtype=torch.float32, device=self.device)
+
+        # Check if blocks are close together in x-y plane
+        # block1 and block2 should be close
+        block1_block2_diff = torch.abs(block1_pos[:, :2] - block2_pos[:, :2])
+        blocks_close_12 = torch.all(block1_block2_diff < eps.unsqueeze(0), dim=1)
+
+        # block2 and block3 should be close
+        block2_block3_diff = torch.abs(block2_pos[:, :2] - block3_pos[:, :2])
+        blocks_close_23 = torch.all(block2_block3_diff < eps.unsqueeze(0), dim=1)
+
+        # Check size order: block1 (large) x < block2 (medium) x < block3 (small) x
+        size_order = (block1_pos[:, 0] < block2_pos[:, 0]) & (
+            block2_pos[:, 0] < block3_pos[:, 0]
+        )
+
+        # All conditions must be satisfied
+        success = blocks_close_12 & blocks_close_23 & size_order
+
+        return success

From 27ffbc180d9e2da02c5b6a40de149d32fb1b5333 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Thu, 25 Dec 2025 21:59:08 +0800
Subject: [PATCH 51/92] Add BlocksRankingSize environment

---
 .../gym/blocks_ranking_size/gym_config.json   | 460 ++++++++++++++++++
 embodichain/lab/gym/envs/__init__.py          |   3 +
 .../tasks/tableware/blocks_ranking_size.py    |  89 ++++
 3 files changed, 552 insertions(+)
 create mode 100644 configs/gym/blocks_ranking_size/gym_config.json
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/blocks_ranking_size.py

diff --git a/configs/gym/blocks_ranking_size/gym_config.json b/configs/gym/blocks_ranking_size/gym_config.json
new file mode 100644
index 00000000..1eadb9d0
--- /dev/null
+++ b/configs/gym/blocks_ranking_size/gym_config.json
@@ -0,0 +1,460 @@
+{   
+    "id": "BlocksRankingSize-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_block_1_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"},
+                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
+                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
+                    "relative_position": false
+                }
+            },
+            "init_block_2_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"},
+                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
+                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
+                    "relative_position": false
+                }
+            },
+            "init_block_3_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_3"},
+                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
+                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
+                    "relative_position": false
+                }
+            },
+            "init_block_1_size": {
+                "func": "randomize_rigid_object_scale",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"},
+                    "scale_factor_range": [[0.95238095], [1.04761905]],
+                    "same_scale_all_axes": true
+                }
+            },
+            "init_block_2_size": {
+                "func": "randomize_rigid_object_scale",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"},
+                    "scale_factor_range": [[0.94117647], [1.05882353]],
+                    "same_scale_all_axes": true
+                }
+            },
+            "init_block_3_size": {
+                "func": "randomize_rigid_object_scale",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_3"},
+                    "scale_factor_range": [[0.92307692], [1.07692308]],
+                    "same_scale_all_axes": true
+                }
+            },
+            "prepare_extra_attr": {
+                "func": "prepare_extra_attr",
+                "mode": "reset",
+                "params": {
+                    "attrs": [
+                        {
+                            "name": "object_lengths",
+                            "mode": "callable",
+                            "entity_uids": "all_objects",
+                            "func_name": "compute_object_length",
+                            "func_kwargs": {
+                                "is_svd_frame": true,
+                                "sample_points": 5000
+                            }
+                        },
+                        {
+                            "name": "left_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "left_arm_base",
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "name": "right_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "right_arm_base",
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "register_info_to_env": {
+                "func": "register_info_to_env",
+                "mode": "reset",
+                "params": {
+                    "registry": [
+                        {
+                            "entity_cfg": {
+                                "uid": "block_1"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "block_2"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "block_3"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["left_arm"]
+                            },
+                            "attrs": ["left_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "block_1",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["right_arm"]
+                            },
+                            "attrs": ["right_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "block_2",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        }
+                    ],
+                    "registration": "affordance_datas",
+                    "sim_update": true
+                }
+            },
+            "random_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 2,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_robot_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 5,
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_camera_intrinsics": {
+                "func": "randomize_camera_intrinsics",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "focal_x_range": [-50, 50],
+                    "focal_y_range": [-50, 50]
+                }
+            },
+            "random_robot_init_eef_pose": {
+                "func": "randomize_robot_eef_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
+                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [2, 0, 2],
+                    "target": [0.5, 0, 1]
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "block_1_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_1_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"}
+                }
+            },
+            "block_2_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_2_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"}
+                }
+            },
+            "block_3_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_3_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_3"}
+                }
+            },
+            "cam_high_semantic_mask_l": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["block_1", "block_2", "block_3"]
+                }
+            },
+            "cam_high_semantic_mask_r": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_r",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["block_1", "block_2", "block_3"],
+                    "is_right": true
+                }
+            },
+            "cam_left_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_left_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_left_wrist"},
+                    "foreground_uids": ["block_1", "block_2", "block_3"]
+                }
+            },
+            "cam_right_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_right_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_right_wrist"},
+                    "foreground_uids": ["block_1", "block_2", "block_3"]
+                }
+            }
+        },
+        "dataset": {
+            "robot_meta": {
+                "arm_dofs": 12,
+                "control_freq": 25,
+                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
+                "min_len_steps": 5
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.0, -0.5, 1.2],
+                "target": [0.75, 0.0, 0.85],
+                "up": [0.0, 0.0, 1.0]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"block_1",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.063, 0.063, 0.063]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.725, -0.015, 0.86],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        },
+        {
+            "uid":"block_2",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.051, 0.051, 0.051]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.725, -0.015, 0.86],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        },
+        {
+            "uid":"block_3",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.039, 0.039, 0.039]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.725, -0.015, 0.86],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        }
+    ]
+}
+
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
index a40761df..68fc6aa2 100644
--- a/embodichain/lab/gym/envs/__init__.py
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -30,6 +30,9 @@
 from embodichain.lab.gym.envs.tasks.tableware.blocks_ranking_rgb import (
     BlocksRankingRGBEnv,
 )
+from embodichain.lab.gym.envs.tasks.tableware.blocks_ranking_size import (
+    BlocksRankingSizeEnv,
+)
 
 # Reinforcement learning environments
 from embodichain.lab.gym.envs.tasks.rl.push_cube import PushCubeEnv
diff --git a/embodichain/lab/gym/envs/tasks/tableware/blocks_ranking_size.py b/embodichain/lab/gym/envs/tasks/tableware/blocks_ranking_size.py
new file mode 100644
index 00000000..45b66997
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/tableware/blocks_ranking_size.py
@@ -0,0 +1,89 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.utils import logger
+
+__all__ = ["BlocksRankingSizeEnv"]
+
+
+@register_env("BlocksRankingSize-v1", max_episode_steps=600)
+class BlocksRankingSizeEnv(EmbodiedEnv):
+    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+        action_config = kwargs.get("action_config", None)
+        if action_config is not None:
+            self.action_config = action_config
+
+    def is_task_success(self, **kwargs) -> torch.Tensor:
+        """Determine if the task is successfully completed.
+
+        The task is successful if:
+        1. Three blocks are arranged in size order from left to right:
+           - Large block (block_1) x < Medium block (block_2) x < Small block (block_3) x
+        2. All blocks are close together (within tolerance)
+
+        Args:
+            **kwargs: Additional arguments for task-specific success criteria.
+
+        Returns:
+            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
+        """
+        try:
+            block1 = self.sim.get_rigid_object("block_1")  # Large
+            block2 = self.sim.get_rigid_object("block_2")  # Medium
+            block3 = self.sim.get_rigid_object("block_3")  # Small
+        except Exception as e:
+            logger.log_warning(f"Blocks not found: {e}, returning False.")
+            return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
+
+        # Get block poses
+        block1_pose = block1.get_local_pose(to_matrix=True)
+        block2_pose = block2.get_local_pose(to_matrix=True)
+        block3_pose = block3.get_local_pose(to_matrix=True)
+
+        # Extract positions (x, y, z)
+        block1_pos = block1_pose[:, :3, 3]  # (num_envs, 3)
+        block2_pos = block2_pose[:, :3, 3]
+        block3_pos = block3_pose[:, :3, 3]
+
+        # Tolerance for checking if blocks are close together
+        # Same as RoboTwin: eps = [0.13, 0.03]
+        eps = torch.tensor([0.13, 0.03], dtype=torch.float32, device=self.device)
+
+        # Check if blocks are close together in x-y plane
+        # block1 and block2 should be close
+        block1_block2_diff = torch.abs(block1_pos[:, :2] - block2_pos[:, :2])
+        blocks_close_12 = torch.all(block1_block2_diff < eps.unsqueeze(0), dim=1)
+
+        # block2 and block3 should be close
+        block2_block3_diff = torch.abs(block2_pos[:, :2] - block3_pos[:, :2])
+        blocks_close_23 = torch.all(block2_block3_diff < eps.unsqueeze(0), dim=1)
+
+        # Check size order: block1 (large) x < block2 (medium) x < block3 (small) x
+        size_order = (block1_pos[:, 0] < block2_pos[:, 0]) & (
+            block2_pos[:, 0] < block3_pos[:, 0]
+        )
+
+        # All conditions must be satisfied
+        success = blocks_close_12 & blocks_close_23 & size_order
+
+        return success

From e1f002bfd3365f50505073f7b9b634e83402c590 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Fri, 26 Dec 2025 13:41:31 +0800
Subject: [PATCH 52/92] Add PlaceObjectDrawer environment

---
 .../gym/place_object_drawer/gym_config.json   | 320 ++++++++++++++++++
 embodichain/lab/gym/envs/__init__.py          |   3 +
 .../tasks/tableware/place_object_drawer.py    |  83 +++++
 3 files changed, 406 insertions(+)
 create mode 100644 configs/gym/place_object_drawer/gym_config.json
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/place_object_drawer.py

diff --git a/configs/gym/place_object_drawer/gym_config.json b/configs/gym/place_object_drawer/gym_config.json
new file mode 100644
index 00000000..eb98c176
--- /dev/null
+++ b/configs/gym/place_object_drawer/gym_config.json
@@ -0,0 +1,320 @@
+{   
+    "id": "PlaceObjectDrawer-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_object_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "object"},
+                    "position_range": [[0.66, -0.15, 0.86], [0.70, -0.10, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "prepare_extra_attr": {
+                "func": "prepare_extra_attr",
+                "mode": "reset",
+                "params": {
+                    "attrs": [
+                        {
+                            "name": "object_lengths",
+                            "mode": "callable",
+                            "entity_uids": ["object"],
+                            "func_name": "compute_object_length",
+                            "func_kwargs": {
+                                "is_svd_frame": true,
+                                "sample_points": 5000
+                            }
+                        },
+                        {
+                            "name": "left_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "left_arm_base",
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "name": "right_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "right_arm_base",
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "register_info_to_env": {
+                "func": "register_info_to_env",
+                "mode": "reset",
+                "params": {
+                    "registry": [
+                        {
+                            "entity_cfg": {
+                                "uid": "object"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "random_table_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 2,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_robot_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 5,
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_camera_intrinsics": {
+                "func": "randomize_camera_intrinsics",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "focal_x_range": [-50, 50],
+                    "focal_y_range": [-50, 50]
+                }
+            },
+            "random_robot_init_eef_pose": {
+                "func": "randomize_robot_eef_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
+                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [2, 0, 2],
+                    "target": [0.5, 0, 1]
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "object_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "object_pose",
+                "params": {
+                    "entity_cfg": {"uid": "object"}
+                }
+            },
+            "cam_high_semantic_mask_l": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["object", "drawer"]
+                }
+            },
+            "cam_high_semantic_mask_r": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_r",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["object", "drawer"],
+                    "is_right": true
+                }
+            },
+            "cam_left_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_left_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_left_wrist"},
+                    "foreground_uids": ["object", "drawer"]
+                }
+            },
+            "cam_right_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_right_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_right_wrist"},
+                    "foreground_uids": ["object", "drawer"]
+                }
+            }
+        },
+        "dataset": {
+            "robot_meta": {
+                "arm_dofs": 12,
+                "control_freq": 25,
+                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
+                "min_len_steps": 5
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
+                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
+                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"object",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "ToyDuck/toy_duck.glb"
+            },
+            "attrs" : {
+                "mass": 0.01,
+                "static_friction": 1.0,
+                "dynamic_friction": 1.0,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 2.0,
+                "linear_damping": 2.0,
+                "angular_damping": 2.0,
+                "max_linear_velocity": 5.0,
+                "max_angular_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.725, -0.1, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[0.2, 0.2, 0.2],
+            "max_convex_hull_num": 8
+        }
+    ],
+    "articulation": [
+        {
+            "uid": "drawer",
+            "fpath": "SimpleBoxDrawer/simple_box_drawer/simple_box_drawer.urdf",
+            "init_pos": [0.725, 0.16, 1.025],
+            "init_rot": [0, 180, 0]
+        }
+    ]
+}
+
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
index 68fc6aa2..71852b56 100644
--- a/embodichain/lab/gym/envs/__init__.py
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -33,6 +33,9 @@
 from embodichain.lab.gym.envs.tasks.tableware.blocks_ranking_size import (
     BlocksRankingSizeEnv,
 )
+from embodichain.lab.gym.envs.tasks.tableware.place_object_drawer import (
+    PlaceObjectDrawerEnv,
+)
 
 # Reinforcement learning environments
 from embodichain.lab.gym.envs.tasks.rl.push_cube import PushCubeEnv
diff --git a/embodichain/lab/gym/envs/tasks/tableware/place_object_drawer.py b/embodichain/lab/gym/envs/tasks/tableware/place_object_drawer.py
new file mode 100644
index 00000000..f83a4b70
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/tableware/place_object_drawer.py
@@ -0,0 +1,83 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.utils import logger
+
+__all__ = ["PlaceObjectDrawerEnv"]
+
+
+@register_env("PlaceObjectDrawer-v1", max_episode_steps=600)
+class PlaceObjectDrawerEnv(EmbodiedEnv):
+    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+        action_config = kwargs.get("action_config", None)
+        if action_config is not None:
+            self.action_config = action_config
+
+    def is_task_success(self, **kwargs) -> torch.Tensor:
+        """Determine if the task is successfully completed.
+
+        The task is successful if:
+        1. Object is within drawer inner_box area
+        2. Drawer has been closed
+
+        Args:
+            **kwargs: Additional arguments for task-specific success criteria.
+
+        Returns:
+            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
+        """
+        try:
+            object_obj = self.sim.get_rigid_object("object")
+            drawer = self.sim.get_articulation("drawer")
+        except Exception as e:
+            logger.log_warning(f"Object or drawer not found: {e}, returning False.")
+            return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
+
+        # Get poses
+        object_pose = object_obj.get_local_pose(to_matrix=True)
+        # Get drawer inner_box (drawer interior) pose, not outer_box
+        inner_box_pose = drawer.get_link_pose("inner_box", to_matrix=True)
+
+        # Extract positions
+        object_pos = object_pose[:, :3, 3]  # (num_envs, 3)
+        inner_box_pos = inner_box_pose[:, :3, 3]  # (num_envs, 3)
+
+        # Get drawer joint position
+        drawer_qpos = drawer.get_qpos()  # (num_envs, num_joints)
+        drawer_joint_pos = drawer_qpos[:, 0]
+
+        # Check if drawer has been closed
+        drawer_closed = drawer_joint_pos < 0.05
+
+        # Check if object is within drawer inner_box area
+        xy_diff = torch.abs(object_pos[:, :2] - inner_box_pos[:, :2])  # (num_envs, 2)
+        xy_tolerance = torch.tensor(
+            [0.03, 0.03], dtype=torch.float32, device=self.device
+        )
+        object_in_drawer_xy = torch.all(xy_diff < xy_tolerance.unsqueeze(0), dim=1)
+
+        # Object must be in drawer and drawer must be closed
+        success = drawer_closed & object_in_drawer_xy
+
+        return success

From d91b5316175e239a569b1949dfb494ac8e2ab97f Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Fri, 26 Dec 2025 13:41:31 +0800
Subject: [PATCH 53/92] Add PlaceObjectDrawer environment

---
 .../gym/place_object_drawer/gym_config.json   | 320 ++++++++++++++++++
 embodichain/lab/gym/envs/__init__.py          |   3 +
 .../tasks/tableware/place_object_drawer.py    |  83 +++++
 3 files changed, 406 insertions(+)
 create mode 100644 configs/gym/place_object_drawer/gym_config.json
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/place_object_drawer.py

diff --git a/configs/gym/place_object_drawer/gym_config.json b/configs/gym/place_object_drawer/gym_config.json
new file mode 100644
index 00000000..eb98c176
--- /dev/null
+++ b/configs/gym/place_object_drawer/gym_config.json
@@ -0,0 +1,320 @@
+{   
+    "id": "PlaceObjectDrawer-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_object_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "object"},
+                    "position_range": [[0.66, -0.15, 0.86], [0.70, -0.10, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "prepare_extra_attr": {
+                "func": "prepare_extra_attr",
+                "mode": "reset",
+                "params": {
+                    "attrs": [
+                        {
+                            "name": "object_lengths",
+                            "mode": "callable",
+                            "entity_uids": ["object"],
+                            "func_name": "compute_object_length",
+                            "func_kwargs": {
+                                "is_svd_frame": true,
+                                "sample_points": 5000
+                            }
+                        },
+                        {
+                            "name": "left_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "left_arm_base",
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "name": "right_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "right_arm_base",
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "register_info_to_env": {
+                "func": "register_info_to_env",
+                "mode": "reset",
+                "params": {
+                    "registry": [
+                        {
+                            "entity_cfg": {
+                                "uid": "object"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "random_table_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 2,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_robot_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 5,
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_camera_intrinsics": {
+                "func": "randomize_camera_intrinsics",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "focal_x_range": [-50, 50],
+                    "focal_y_range": [-50, 50]
+                }
+            },
+            "random_robot_init_eef_pose": {
+                "func": "randomize_robot_eef_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
+                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [2, 0, 2],
+                    "target": [0.5, 0, 1]
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "object_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "object_pose",
+                "params": {
+                    "entity_cfg": {"uid": "object"}
+                }
+            },
+            "cam_high_semantic_mask_l": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["object", "drawer"]
+                }
+            },
+            "cam_high_semantic_mask_r": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_r",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["object", "drawer"],
+                    "is_right": true
+                }
+            },
+            "cam_left_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_left_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_left_wrist"},
+                    "foreground_uids": ["object", "drawer"]
+                }
+            },
+            "cam_right_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_right_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_right_wrist"},
+                    "foreground_uids": ["object", "drawer"]
+                }
+            }
+        },
+        "dataset": {
+            "robot_meta": {
+                "arm_dofs": 12,
+                "control_freq": 25,
+                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
+                "min_len_steps": 5
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
+                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
+                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"object",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "ToyDuck/toy_duck.glb"
+            },
+            "attrs" : {
+                "mass": 0.01,
+                "static_friction": 1.0,
+                "dynamic_friction": 1.0,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 2.0,
+                "linear_damping": 2.0,
+                "angular_damping": 2.0,
+                "max_linear_velocity": 5.0,
+                "max_angular_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.725, -0.1, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[0.2, 0.2, 0.2],
+            "max_convex_hull_num": 8
+        }
+    ],
+    "articulation": [
+        {
+            "uid": "drawer",
+            "fpath": "SimpleBoxDrawer/simple_box_drawer/simple_box_drawer.urdf",
+            "init_pos": [0.725, 0.16, 1.025],
+            "init_rot": [0, 180, 0]
+        }
+    ]
+}
+
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
index 68fc6aa2..71852b56 100644
--- a/embodichain/lab/gym/envs/__init__.py
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -33,6 +33,9 @@
 from embodichain.lab.gym.envs.tasks.tableware.blocks_ranking_size import (
     BlocksRankingSizeEnv,
 )
+from embodichain.lab.gym.envs.tasks.tableware.place_object_drawer import (
+    PlaceObjectDrawerEnv,
+)
 
 # Reinforcement learning environments
 from embodichain.lab.gym.envs.tasks.rl.push_cube import PushCubeEnv
diff --git a/embodichain/lab/gym/envs/tasks/tableware/place_object_drawer.py b/embodichain/lab/gym/envs/tasks/tableware/place_object_drawer.py
new file mode 100644
index 00000000..f83a4b70
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/tableware/place_object_drawer.py
@@ -0,0 +1,83 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.utils import logger
+
+__all__ = ["PlaceObjectDrawerEnv"]
+
+
+@register_env("PlaceObjectDrawer-v1", max_episode_steps=600)
+class PlaceObjectDrawerEnv(EmbodiedEnv):
+    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+        action_config = kwargs.get("action_config", None)
+        if action_config is not None:
+            self.action_config = action_config
+
+    def is_task_success(self, **kwargs) -> torch.Tensor:
+        """Determine if the task is successfully completed.
+
+        The task is successful if:
+        1. Object is within drawer inner_box area
+        2. Drawer has been closed
+
+        Args:
+            **kwargs: Additional arguments for task-specific success criteria.
+
+        Returns:
+            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
+        """
+        try:
+            object_obj = self.sim.get_rigid_object("object")
+            drawer = self.sim.get_articulation("drawer")
+        except Exception as e:
+            logger.log_warning(f"Object or drawer not found: {e}, returning False.")
+            return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
+
+        # Get poses
+        object_pose = object_obj.get_local_pose(to_matrix=True)
+        # Get drawer inner_box (drawer interior) pose, not outer_box
+        inner_box_pose = drawer.get_link_pose("inner_box", to_matrix=True)
+
+        # Extract positions
+        object_pos = object_pose[:, :3, 3]  # (num_envs, 3)
+        inner_box_pos = inner_box_pose[:, :3, 3]  # (num_envs, 3)
+
+        # Get drawer joint position
+        drawer_qpos = drawer.get_qpos()  # (num_envs, num_joints)
+        drawer_joint_pos = drawer_qpos[:, 0]
+
+        # Check if drawer has been closed
+        drawer_closed = drawer_joint_pos < 0.05
+
+        # Check if object is within drawer inner_box area
+        xy_diff = torch.abs(object_pos[:, :2] - inner_box_pos[:, :2])  # (num_envs, 2)
+        xy_tolerance = torch.tensor(
+            [0.03, 0.03], dtype=torch.float32, device=self.device
+        )
+        object_in_drawer_xy = torch.all(xy_diff < xy_tolerance.unsqueeze(0), dim=1)
+
+        # Object must be in drawer and drawer must be closed
+        success = drawer_closed & object_in_drawer_xy
+
+        return success

From a8f084f5b146db5b566d7ca8994c3726975cf047 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Fri, 26 Dec 2025 14:06:30 +0800
Subject: [PATCH 54/92] Align PlaceObjectDrawer's config with PourWater

---
 .../gym/place_object_drawer/gym_config.json   | 30 ++++++++++++++++++-
 1 file changed, 29 insertions(+), 1 deletion(-)

diff --git a/configs/gym/place_object_drawer/gym_config.json b/configs/gym/place_object_drawer/gym_config.json
index eb98c176..02811af4 100644
--- a/configs/gym/place_object_drawer/gym_config.json
+++ b/configs/gym/place_object_drawer/gym_config.json
@@ -80,8 +80,36 @@
                                 "compute_pose_object_to_arena": true,
                                 "to_matrix": true
                             }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["left_arm"]
+                            },
+                            "attrs": ["left_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "object",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["right_arm"]
+                            },
+                            "attrs": ["right_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "object",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
                         }
-                    ]
+                    ],
+                    "registration": "affordance_datas",
+                    "sim_update": true
                 }
             },
             "random_table_material": {

From afae5a5ee1a478a32d8e518b10ec0586c11857c2 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Fri, 26 Dec 2025 14:06:30 +0800
Subject: [PATCH 55/92] Align PlaceObjectDrawer's config with PourWater

---
 .../gym/place_object_drawer/gym_config.json   | 30 ++++++++++++++++++-
 1 file changed, 29 insertions(+), 1 deletion(-)

diff --git a/configs/gym/place_object_drawer/gym_config.json b/configs/gym/place_object_drawer/gym_config.json
index eb98c176..02811af4 100644
--- a/configs/gym/place_object_drawer/gym_config.json
+++ b/configs/gym/place_object_drawer/gym_config.json
@@ -80,8 +80,36 @@
                                 "compute_pose_object_to_arena": true,
                                 "to_matrix": true
                             }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["left_arm"]
+                            },
+                            "attrs": ["left_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "object",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["right_arm"]
+                            },
+                            "attrs": ["right_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "object",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
                         }
-                    ]
+                    ],
+                    "registration": "affordance_datas",
+                    "sim_update": true
                 }
             },
             "random_table_material": {

From 77189ca7b01340e8c54a9473e9fbe58d894ffbe8 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Fri, 26 Dec 2025 14:12:21 +0800
Subject: [PATCH 56/92] Add OrganizeTableware environment

---
 .../gym/organize_tableware/gym_config.json    | 394 ++++++++++++++++++
 embodichain/lab/gym/envs/__init__.py          |   3 +
 .../tasks/tableware/organize_tableware.py     |  98 +++++
 3 files changed, 495 insertions(+)
 create mode 100644 configs/gym/organize_tableware/gym_config.json
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py

diff --git a/configs/gym/organize_tableware/gym_config.json b/configs/gym/organize_tableware/gym_config.json
new file mode 100644
index 00000000..d372f0f9
--- /dev/null
+++ b/configs/gym/organize_tableware/gym_config.json
@@ -0,0 +1,394 @@
+{   
+    "id": "OrganizeTableware-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_fork_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "fork"},
+                    "position_range": [[0.66, -0.15, 0.86], [0.74, -0.05, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "init_spoon_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "spoon"},
+                    "position_range": [[0.76, -0.15, 0.86], [0.84, -0.05, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "prepare_extra_attr": {
+                "func": "prepare_extra_attr",
+                "mode": "reset",
+                "params": {
+                    "attrs": [
+                        {
+                            "name": "object_lengths",
+                            "mode": "callable",
+                            "entity_uids": "all_objects",
+                            "func_name": "compute_object_length",
+                            "func_kwargs": {
+                                "is_svd_frame": true,
+                                "sample_points": 5000
+                            }
+                        },
+                        {
+                            "name": "left_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "left_arm_base",
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "name": "right_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "right_arm_base",
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "register_info_to_env": {
+                "func": "register_info_to_env",
+                "mode": "reset",
+                "params": {
+                    "registry": [
+                        {
+                            "entity_cfg": {
+                                "uid": "fork"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "spoon"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["left_arm"]
+                            },
+                            "attrs": ["left_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "spoon",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["right_arm"]
+                            },
+                            "attrs": ["right_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "fork",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        }
+                    ],
+                    "registration": "affordance_datas",
+                    "sim_update": true
+                }
+            },
+            "random_table_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 2,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_robot_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 5,
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_camera_intrinsics": {
+                "func": "randomize_camera_intrinsics",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "focal_x_range": [-50, 50],
+                    "focal_y_range": [-50, 50]
+                }
+            },
+            "random_robot_init_eef_pose": {
+                "func": "randomize_robot_eef_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
+                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [2, 0, 2],
+                    "target": [0.5, 0, 1]
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "fork_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "fork_pose",
+                "params": {
+                    "entity_cfg": {"uid": "fork"}
+                }
+            },
+            "spoon_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "spoon_pose",
+                "params": {
+                    "entity_cfg": {"uid": "spoon"}
+                }
+            },
+            "cam_high_semantic_mask_l": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["fork", "spoon"]
+                }
+            },
+            "cam_high_semantic_mask_r": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_r",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["fork", "spoon"],
+                    "is_right": true
+                }
+            },
+            "cam_left_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_left_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_left_wrist"},
+                    "foreground_uids": ["fork", "spoon"]
+                }
+            },
+            "cam_right_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_right_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_right_wrist"},
+                    "foreground_uids": ["fork", "spoon"]
+                }
+            }
+        },
+        "dataset": {
+            "robot_meta": {
+                "arm_dofs": 12,
+                "control_freq": 25,
+                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
+                "min_len_steps": 5
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
+                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
+                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"fork",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "TableWare/tableware/fork/standard_fork_scale.ply"
+            },
+            "attrs" : {
+                "mass": 0.01,
+                "static_friction": 1.0,
+                "dynamic_friction": 1.0,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 2.0,
+                "linear_damping": 2.0,
+                "angular_damping": 2.0,
+                "max_linear_velocity": 5.0,
+                "max_angular_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.70, -0.1, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[0.75, 0.75, 1.0],
+            "max_convex_hull_num": 8
+        },
+        {
+            "uid":"spoon",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "TableWare/tableware/spoon/standard_spoon_a_rescale.ply"
+            },
+            "attrs" : {
+                "mass": 0.01,
+                "static_friction": 1.0,
+                "dynamic_friction": 1.0,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 2.0,
+                "linear_damping": 2.0,
+                "angular_damping": 2.0,
+                "max_linear_velocity": 5.0,
+                "max_angular_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.80, -0.1, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[0.75, 0.75, 1.0],
+            "max_convex_hull_num": 8
+        }
+    ]
+}
+
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
index 71852b56..533d9295 100644
--- a/embodichain/lab/gym/envs/__init__.py
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -36,6 +36,9 @@
 from embodichain.lab.gym.envs.tasks.tableware.place_object_drawer import (
     PlaceObjectDrawerEnv,
 )
+from embodichain.lab.gym.envs.tasks.tableware.organize_tableware import (
+    OrganizeTablewareEnv,
+)
 
 # Reinforcement learning environments
 from embodichain.lab.gym.envs.tasks.rl.push_cube import PushCubeEnv
diff --git a/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py b/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py
new file mode 100644
index 00000000..b42d905f
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py
@@ -0,0 +1,98 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.utils import logger
+
+__all__ = ["OrganizeTablewareEnv"]
+
+
+@register_env("OrganizeTableware-v1", max_episode_steps=600)
+class OrganizeTablewareEnv(EmbodiedEnv):
+    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+        action_config = kwargs.get("action_config", None)
+        if action_config is not None:
+            self.action_config = action_config
+
+        # Define target positions for different tableware types
+        # Left side: fork, Right side: spoon
+        self.fork_target_pos = torch.tensor(
+            [0.65, -0.1, 0.86], dtype=torch.float32, device=self.device
+        )
+        self.spoon_target_pos = torch.tensor(
+            [0.85, -0.1, 0.86], dtype=torch.float32, device=self.device
+        )
+
+    def is_task_success(self, **kwargs) -> torch.Tensor:
+        """Determine if the task is successfully completed.
+
+        The task is successful if:
+        1. Fork is placed in the left target area
+        2. Spoon is placed in the right target area
+
+        Args:
+            **kwargs: Additional arguments for task-specific success criteria.
+
+        Returns:
+            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
+        """
+        try:
+            fork = self.sim.get_rigid_object("fork")
+            spoon = self.sim.get_rigid_object("spoon")
+        except Exception as e:
+            logger.log_warning(f"Fork or spoon not found: {e}, returning False.")
+            return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
+
+        # Get poses
+        fork_pose = fork.get_local_pose(to_matrix=True)
+        spoon_pose = spoon.get_local_pose(to_matrix=True)
+
+        # Extract positions
+        fork_pos = fork_pose[:, :3, 3]  # (num_envs, 3)
+        spoon_pos = spoon_pose[:, :3, 3]  # (num_envs, 3)
+
+        # Tolerance for checking if objects are in target area
+        xy_tolerance = torch.tensor(
+            [0.08, 0.05], dtype=torch.float32, device=self.device
+        )
+        z_tolerance = 0.05
+
+        # Check if fork is in left target area
+        fork_target = self.fork_target_pos.unsqueeze(0).repeat(self.num_envs, 1)
+        fork_xy_diff = torch.abs(fork_pos[:, :2] - fork_target[:, :2])
+        fork_z_diff = torch.abs(fork_pos[:, 2] - fork_target[:, 2])
+        fork_in_target = torch.all(fork_xy_diff < xy_tolerance.unsqueeze(0), dim=1) & (
+            fork_z_diff < z_tolerance
+        )
+
+        # Check if spoon is in right target area
+        spoon_target = self.spoon_target_pos.unsqueeze(0).repeat(self.num_envs, 1)
+        spoon_xy_diff = torch.abs(spoon_pos[:, :2] - spoon_target[:, :2])
+        spoon_z_diff = torch.abs(spoon_pos[:, 2] - spoon_target[:, 2])
+        spoon_in_target = torch.all(
+            spoon_xy_diff < xy_tolerance.unsqueeze(0), dim=1
+        ) & (spoon_z_diff < z_tolerance)
+
+        # Both must be in their target areas
+        success = fork_in_target & spoon_in_target
+
+        return success

From 5b975314e906b1b9bd346d879c42df5f13d46da8 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Fri, 26 Dec 2025 14:12:21 +0800
Subject: [PATCH 57/92] Add OrganizeTableware environment

---
 .../gym/organize_tableware/gym_config.json    | 394 ++++++++++++++++++
 embodichain/lab/gym/envs/__init__.py          |   3 +
 .../tasks/tableware/organize_tableware.py     |  98 +++++
 3 files changed, 495 insertions(+)
 create mode 100644 configs/gym/organize_tableware/gym_config.json
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py

diff --git a/configs/gym/organize_tableware/gym_config.json b/configs/gym/organize_tableware/gym_config.json
new file mode 100644
index 00000000..d372f0f9
--- /dev/null
+++ b/configs/gym/organize_tableware/gym_config.json
@@ -0,0 +1,394 @@
+{   
+    "id": "OrganizeTableware-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_fork_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "fork"},
+                    "position_range": [[0.66, -0.15, 0.86], [0.74, -0.05, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "init_spoon_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "spoon"},
+                    "position_range": [[0.76, -0.15, 0.86], [0.84, -0.05, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "prepare_extra_attr": {
+                "func": "prepare_extra_attr",
+                "mode": "reset",
+                "params": {
+                    "attrs": [
+                        {
+                            "name": "object_lengths",
+                            "mode": "callable",
+                            "entity_uids": "all_objects",
+                            "func_name": "compute_object_length",
+                            "func_kwargs": {
+                                "is_svd_frame": true,
+                                "sample_points": 5000
+                            }
+                        },
+                        {
+                            "name": "left_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "left_arm_base",
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "name": "right_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "right_arm_base",
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "register_info_to_env": {
+                "func": "register_info_to_env",
+                "mode": "reset",
+                "params": {
+                    "registry": [
+                        {
+                            "entity_cfg": {
+                                "uid": "fork"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "spoon"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["left_arm"]
+                            },
+                            "attrs": ["left_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "spoon",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["right_arm"]
+                            },
+                            "attrs": ["right_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "fork",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        }
+                    ],
+                    "registration": "affordance_datas",
+                    "sim_update": true
+                }
+            },
+            "random_table_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 2,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_robot_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 5,
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_camera_intrinsics": {
+                "func": "randomize_camera_intrinsics",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "focal_x_range": [-50, 50],
+                    "focal_y_range": [-50, 50]
+                }
+            },
+            "random_robot_init_eef_pose": {
+                "func": "randomize_robot_eef_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
+                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [2, 0, 2],
+                    "target": [0.5, 0, 1]
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "fork_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "fork_pose",
+                "params": {
+                    "entity_cfg": {"uid": "fork"}
+                }
+            },
+            "spoon_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "spoon_pose",
+                "params": {
+                    "entity_cfg": {"uid": "spoon"}
+                }
+            },
+            "cam_high_semantic_mask_l": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["fork", "spoon"]
+                }
+            },
+            "cam_high_semantic_mask_r": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_r",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["fork", "spoon"],
+                    "is_right": true
+                }
+            },
+            "cam_left_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_left_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_left_wrist"},
+                    "foreground_uids": ["fork", "spoon"]
+                }
+            },
+            "cam_right_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_right_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_right_wrist"},
+                    "foreground_uids": ["fork", "spoon"]
+                }
+            }
+        },
+        "dataset": {
+            "robot_meta": {
+                "arm_dofs": 12,
+                "control_freq": 25,
+                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
+                "min_len_steps": 5
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
+                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
+                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"fork",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "TableWare/tableware/fork/standard_fork_scale.ply"
+            },
+            "attrs" : {
+                "mass": 0.01,
+                "static_friction": 1.0,
+                "dynamic_friction": 1.0,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 2.0,
+                "linear_damping": 2.0,
+                "angular_damping": 2.0,
+                "max_linear_velocity": 5.0,
+                "max_angular_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.70, -0.1, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[0.75, 0.75, 1.0],
+            "max_convex_hull_num": 8
+        },
+        {
+            "uid":"spoon",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "TableWare/tableware/spoon/standard_spoon_a_rescale.ply"
+            },
+            "attrs" : {
+                "mass": 0.01,
+                "static_friction": 1.0,
+                "dynamic_friction": 1.0,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 2.0,
+                "linear_damping": 2.0,
+                "angular_damping": 2.0,
+                "max_linear_velocity": 5.0,
+                "max_angular_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.80, -0.1, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[0.75, 0.75, 1.0],
+            "max_convex_hull_num": 8
+        }
+    ]
+}
+
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
index 71852b56..533d9295 100644
--- a/embodichain/lab/gym/envs/__init__.py
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -36,6 +36,9 @@
 from embodichain.lab.gym.envs.tasks.tableware.place_object_drawer import (
     PlaceObjectDrawerEnv,
 )
+from embodichain.lab.gym.envs.tasks.tableware.organize_tableware import (
+    OrganizeTablewareEnv,
+)
 
 # Reinforcement learning environments
 from embodichain.lab.gym.envs.tasks.rl.push_cube import PushCubeEnv
diff --git a/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py b/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py
new file mode 100644
index 00000000..b42d905f
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py
@@ -0,0 +1,98 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.utils import logger
+
+__all__ = ["OrganizeTablewareEnv"]
+
+
+@register_env("OrganizeTableware-v1", max_episode_steps=600)
+class OrganizeTablewareEnv(EmbodiedEnv):
+    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+        action_config = kwargs.get("action_config", None)
+        if action_config is not None:
+            self.action_config = action_config
+
+        # Define target positions for different tableware types
+        # Left side: fork, Right side: spoon
+        self.fork_target_pos = torch.tensor(
+            [0.65, -0.1, 0.86], dtype=torch.float32, device=self.device
+        )
+        self.spoon_target_pos = torch.tensor(
+            [0.85, -0.1, 0.86], dtype=torch.float32, device=self.device
+        )
+
+    def is_task_success(self, **kwargs) -> torch.Tensor:
+        """Determine if the task is successfully completed.
+
+        The task is successful if:
+        1. Fork is placed in the left target area
+        2. Spoon is placed in the right target area
+
+        Args:
+            **kwargs: Additional arguments for task-specific success criteria.
+
+        Returns:
+            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
+        """
+        try:
+            fork = self.sim.get_rigid_object("fork")
+            spoon = self.sim.get_rigid_object("spoon")
+        except Exception as e:
+            logger.log_warning(f"Fork or spoon not found: {e}, returning False.")
+            return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
+
+        # Get poses
+        fork_pose = fork.get_local_pose(to_matrix=True)
+        spoon_pose = spoon.get_local_pose(to_matrix=True)
+
+        # Extract positions
+        fork_pos = fork_pose[:, :3, 3]  # (num_envs, 3)
+        spoon_pos = spoon_pose[:, :3, 3]  # (num_envs, 3)
+
+        # Tolerance for checking if objects are in target area
+        xy_tolerance = torch.tensor(
+            [0.08, 0.05], dtype=torch.float32, device=self.device
+        )
+        z_tolerance = 0.05
+
+        # Check if fork is in left target area
+        fork_target = self.fork_target_pos.unsqueeze(0).repeat(self.num_envs, 1)
+        fork_xy_diff = torch.abs(fork_pos[:, :2] - fork_target[:, :2])
+        fork_z_diff = torch.abs(fork_pos[:, 2] - fork_target[:, 2])
+        fork_in_target = torch.all(fork_xy_diff < xy_tolerance.unsqueeze(0), dim=1) & (
+            fork_z_diff < z_tolerance
+        )
+
+        # Check if spoon is in right target area
+        spoon_target = self.spoon_target_pos.unsqueeze(0).repeat(self.num_envs, 1)
+        spoon_xy_diff = torch.abs(spoon_pos[:, :2] - spoon_target[:, :2])
+        spoon_z_diff = torch.abs(spoon_pos[:, 2] - spoon_target[:, 2])
+        spoon_in_target = torch.all(
+            spoon_xy_diff < xy_tolerance.unsqueeze(0), dim=1
+        ) & (spoon_z_diff < z_tolerance)
+
+        # Both must be in their target areas
+        success = fork_in_target & spoon_in_target
+
+        return success

From 5f86d4f269259d21a2a128e955c034f1c46c1920 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Fri, 26 Dec 2025 15:03:41 +0800
Subject: [PATCH 58/92] Add StackCups environment

---
 configs/gym/stack_cups/gym_config.json        | 394 ++++++++++++++++++
 embodichain/lab/gym/envs/__init__.py          |   3 +
 .../gym/envs/tasks/tableware/stack_cups.py    | 118 ++++++
 3 files changed, 515 insertions(+)
 create mode 100644 configs/gym/stack_cups/gym_config.json
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/stack_cups.py

diff --git a/configs/gym/stack_cups/gym_config.json b/configs/gym/stack_cups/gym_config.json
new file mode 100644
index 00000000..6bc0c791
--- /dev/null
+++ b/configs/gym/stack_cups/gym_config.json
@@ -0,0 +1,394 @@
+{   
+    "id": "StackCups-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_cup_1_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cup_1"},
+                    "position_range": [[0.66, -0.15, 0.86], [0.74, -0.05, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "init_cup_2_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cup_2"},
+                    "position_range": [[0.76, -0.15, 0.86], [0.84, -0.05, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "prepare_extra_attr": {
+                "func": "prepare_extra_attr",
+                "mode": "reset",
+                "params": {
+                    "attrs": [
+                        {
+                            "name": "object_lengths",
+                            "mode": "callable",
+                            "entity_uids": "all_objects",
+                            "func_name": "compute_object_length",
+                            "func_kwargs": {
+                                "is_svd_frame": true,
+                                "sample_points": 5000
+                            }
+                        },
+                        {
+                            "name": "left_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "left_arm_base",
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "name": "right_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "right_arm_base",
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "register_info_to_env": {
+                "func": "register_info_to_env",
+                "mode": "reset",
+                "params": {
+                    "registry": [
+                        {
+                            "entity_cfg": {
+                                "uid": "cup_1"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "cup_2"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["left_arm"]
+                            },
+                            "attrs": ["left_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "cup_2",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["right_arm"]
+                            },
+                            "attrs": ["right_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "cup_1",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        }
+                    ],
+                    "registration": "affordance_datas",
+                    "sim_update": true
+                }
+            },
+            "random_table_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 2,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_robot_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 5,
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_camera_intrinsics": {
+                "func": "randomize_camera_intrinsics",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "focal_x_range": [-50, 50],
+                    "focal_y_range": [-50, 50]
+                }
+            },
+            "random_robot_init_eef_pose": {
+                "func": "randomize_robot_eef_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
+                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [2, 0, 2],
+                    "target": [0.5, 0, 1]
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "cup_1_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "cup_1_pose",
+                "params": {
+                    "entity_cfg": {"uid": "cup_1"}
+                }
+            },
+            "cup_2_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "cup_2_pose",
+                "params": {
+                    "entity_cfg": {"uid": "cup_2"}
+                }
+            },
+            "cam_high_semantic_mask_l": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["cup_1", "cup_2"]
+                }
+            },
+            "cam_high_semantic_mask_r": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_r",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["cup_1", "cup_2"],
+                    "is_right": true
+                }
+            },
+            "cam_left_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_left_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_left_wrist"},
+                    "foreground_uids": ["cup_1", "cup_2"]
+                }
+            },
+            "cam_right_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_right_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_right_wrist"},
+                    "foreground_uids": ["cup_1", "cup_2"]
+                }
+            }
+        },
+        "dataset": {
+            "robot_meta": {
+                "arm_dofs": 12,
+                "control_freq": 25,
+                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
+                "min_len_steps": 5
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
+                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
+                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"cup_1",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "PaperCup/paper_cup.ply"
+            },
+            "attrs" : {
+                "mass": 0.01,
+                "static_friction": 1.0,
+                "dynamic_friction": 1.0,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 2.0,
+                "linear_damping": 2.0,
+                "angular_damping": 2.0,
+                "max_linear_velocity": 5.0,
+                "max_angular_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.70, -0.1, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[0.75, 0.75, 1.0],
+            "max_convex_hull_num": 8
+        },
+        {
+            "uid":"cup_2",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "PaperCup/paper_cup.ply"
+            },
+            "attrs" : {
+                "mass": 0.01,
+                "static_friction": 1.0,
+                "dynamic_friction": 1.0,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 2.0,
+                "linear_damping": 2.0,
+                "angular_damping": 2.0,
+                "max_linear_velocity": 5.0,
+                "max_angular_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.80, -0.1, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[0.75, 0.75, 1.0],
+            "max_convex_hull_num": 8
+        }
+    ]
+}
+
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
index 533d9295..741399c7 100644
--- a/embodichain/lab/gym/envs/__init__.py
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -39,6 +39,9 @@
 from embodichain.lab.gym.envs.tasks.tableware.organize_tableware import (
     OrganizeTablewareEnv,
 )
+from embodichain.lab.gym.envs.tasks.tableware.stack_cups import (
+    StackCupsEnv,
+)
 
 # Reinforcement learning environments
 from embodichain.lab.gym.envs.tasks.rl.push_cube import PushCubeEnv
diff --git a/embodichain/lab/gym/envs/tasks/tableware/stack_cups.py b/embodichain/lab/gym/envs/tasks/tableware/stack_cups.py
new file mode 100644
index 00000000..b025e3f0
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/tableware/stack_cups.py
@@ -0,0 +1,118 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.utils import logger
+
+__all__ = ["StackCupsEnv"]
+
+
+@register_env("StackCups-v1", max_episode_steps=600)
+class StackCupsEnv(EmbodiedEnv):
+    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+        action_config = kwargs.get("action_config", None)
+        if action_config is not None:
+            self.action_config = action_config
+
+    def is_task_success(self, **kwargs) -> torch.Tensor:
+        """Determine if the task is successfully completed.
+
+        The task is successful if:
+        1. Both cups haven't fallen over
+        2. Cups are aligned in xy plane
+        3. Top cup is only slightly higher than base cup
+
+        Args:
+            **kwargs: Additional arguments for task-specific success criteria.
+
+        Returns:
+            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
+        """
+        try:
+            cup1 = self.sim.get_rigid_object("cup_1")
+            cup2 = self.sim.get_rigid_object("cup_2")
+        except Exception as e:
+            logger.log_warning(f"Cups not found: {e}, returning False.")
+            return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
+
+        # Get cup poses
+        cup1_pose = cup1.get_local_pose(to_matrix=True)
+        cup2_pose = cup2.get_local_pose(to_matrix=True)
+
+        # Extract positions
+        cup1_pos = cup1_pose[:, :3, 3]  # (num_envs, 3)
+        cup2_pos = cup2_pose[:, :3, 3]  # (num_envs, 3)
+
+        # Check if cups haven't fallen (orientation check)
+        cup1_fallen = self._is_fall(cup1_pose)
+        cup2_fallen = self._is_fall(cup2_pose)
+
+        # Determine which cup is lower (should be cup1)
+        cup1_is_lower = cup1_pos[:, 2] < cup2_pos[:, 2]
+
+        # Use the lower cup as base, calculate expected position of top cup
+        base_cup_pos = torch.where(
+            cup1_is_lower.unsqueeze(1).expand_as(cup1_pos), cup1_pos, cup2_pos
+        )
+        top_cup_pos = torch.where(
+            cup1_is_lower.unsqueeze(1).expand_as(cup2_pos), cup2_pos, cup1_pos
+        )
+
+        # Top cup should be slightly higher than base cup
+        cup_rim_offset = 0.015
+        expected_top_pos = torch.stack(
+            [
+                base_cup_pos[:, 0],
+                base_cup_pos[:, 1],
+                base_cup_pos[:, 2] + cup_rim_offset,
+            ],
+            dim=1,
+        )
+
+        # Tolerance
+        eps = torch.tensor([0.04, 0.04, 0.02], dtype=torch.float32, device=self.device)
+
+        # Check if top cup is within tolerance of expected position
+        position_diff = torch.abs(top_cup_pos - expected_top_pos)  # (num_envs, 3)
+        stacked_correctly = torch.all(
+            position_diff < eps.unsqueeze(0), dim=1
+        )  # (num_envs,)
+
+        # Task succeeds if cups are stacked correctly and haven't fallen
+        success = stacked_correctly & ~cup1_fallen & ~cup2_fallen
+
+        return success
+
+    def _is_fall(self, pose: torch.Tensor) -> torch.Tensor:
+        # Extract z-axis from rotation matrix (last column, first 3 elements)
+        pose_rz = pose[:, :3, 2]
+        world_z_axis = torch.tensor([0, 0, 1], dtype=pose.dtype, device=pose.device)
+
+        # Compute dot product for each batch element
+        dot_product = torch.sum(pose_rz * world_z_axis, dim=-1)  # Shape: (batch_size,)
+
+        # Clamp to avoid numerical issues with arccos
+        dot_product = torch.clamp(dot_product, -1.0, 1.0)
+
+        # Compute angle and check if fallen
+        angle = torch.arccos(dot_product)
+        return angle >= torch.pi / 4

From ec7efc113367d60040ff7c5ce831c17dd271bb7e Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Fri, 26 Dec 2025 15:03:41 +0800
Subject: [PATCH 59/92] Add StackCups environment

---
 configs/gym/stack_cups/gym_config.json        | 394 ++++++++++++++++++
 embodichain/lab/gym/envs/__init__.py          |   3 +
 .../gym/envs/tasks/tableware/stack_cups.py    | 118 ++++++
 3 files changed, 515 insertions(+)
 create mode 100644 configs/gym/stack_cups/gym_config.json
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/stack_cups.py

diff --git a/configs/gym/stack_cups/gym_config.json b/configs/gym/stack_cups/gym_config.json
new file mode 100644
index 00000000..6bc0c791
--- /dev/null
+++ b/configs/gym/stack_cups/gym_config.json
@@ -0,0 +1,394 @@
+{   
+    "id": "StackCups-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_cup_1_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cup_1"},
+                    "position_range": [[0.66, -0.15, 0.86], [0.74, -0.05, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "init_cup_2_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cup_2"},
+                    "position_range": [[0.76, -0.15, 0.86], [0.84, -0.05, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "prepare_extra_attr": {
+                "func": "prepare_extra_attr",
+                "mode": "reset",
+                "params": {
+                    "attrs": [
+                        {
+                            "name": "object_lengths",
+                            "mode": "callable",
+                            "entity_uids": "all_objects",
+                            "func_name": "compute_object_length",
+                            "func_kwargs": {
+                                "is_svd_frame": true,
+                                "sample_points": 5000
+                            }
+                        },
+                        {
+                            "name": "left_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "left_arm_base",
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "name": "right_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "right_arm_base",
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "register_info_to_env": {
+                "func": "register_info_to_env",
+                "mode": "reset",
+                "params": {
+                    "registry": [
+                        {
+                            "entity_cfg": {
+                                "uid": "cup_1"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "cup_2"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["left_arm"]
+                            },
+                            "attrs": ["left_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "cup_2",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["right_arm"]
+                            },
+                            "attrs": ["right_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "cup_1",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        }
+                    ],
+                    "registration": "affordance_datas",
+                    "sim_update": true
+                }
+            },
+            "random_table_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 2,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_robot_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 5,
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_camera_intrinsics": {
+                "func": "randomize_camera_intrinsics",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "focal_x_range": [-50, 50],
+                    "focal_y_range": [-50, 50]
+                }
+            },
+            "random_robot_init_eef_pose": {
+                "func": "randomize_robot_eef_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
+                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [2, 0, 2],
+                    "target": [0.5, 0, 1]
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "cup_1_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "cup_1_pose",
+                "params": {
+                    "entity_cfg": {"uid": "cup_1"}
+                }
+            },
+            "cup_2_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "cup_2_pose",
+                "params": {
+                    "entity_cfg": {"uid": "cup_2"}
+                }
+            },
+            "cam_high_semantic_mask_l": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["cup_1", "cup_2"]
+                }
+            },
+            "cam_high_semantic_mask_r": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_r",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["cup_1", "cup_2"],
+                    "is_right": true
+                }
+            },
+            "cam_left_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_left_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_left_wrist"},
+                    "foreground_uids": ["cup_1", "cup_2"]
+                }
+            },
+            "cam_right_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_right_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_right_wrist"},
+                    "foreground_uids": ["cup_1", "cup_2"]
+                }
+            }
+        },
+        "dataset": {
+            "robot_meta": {
+                "arm_dofs": 12,
+                "control_freq": 25,
+                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
+                "min_len_steps": 5
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
+                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
+                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"cup_1",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "PaperCup/paper_cup.ply"
+            },
+            "attrs" : {
+                "mass": 0.01,
+                "static_friction": 1.0,
+                "dynamic_friction": 1.0,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 2.0,
+                "linear_damping": 2.0,
+                "angular_damping": 2.0,
+                "max_linear_velocity": 5.0,
+                "max_angular_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.70, -0.1, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[0.75, 0.75, 1.0],
+            "max_convex_hull_num": 8
+        },
+        {
+            "uid":"cup_2",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "PaperCup/paper_cup.ply"
+            },
+            "attrs" : {
+                "mass": 0.01,
+                "static_friction": 1.0,
+                "dynamic_friction": 1.0,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 2.0,
+                "linear_damping": 2.0,
+                "angular_damping": 2.0,
+                "max_linear_velocity": 5.0,
+                "max_angular_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.80, -0.1, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[0.75, 0.75, 1.0],
+            "max_convex_hull_num": 8
+        }
+    ]
+}
+
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
index 533d9295..741399c7 100644
--- a/embodichain/lab/gym/envs/__init__.py
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -39,6 +39,9 @@
 from embodichain.lab.gym.envs.tasks.tableware.organize_tableware import (
     OrganizeTablewareEnv,
 )
+from embodichain.lab.gym.envs.tasks.tableware.stack_cups import (
+    StackCupsEnv,
+)
 
 # Reinforcement learning environments
 from embodichain.lab.gym.envs.tasks.rl.push_cube import PushCubeEnv
diff --git a/embodichain/lab/gym/envs/tasks/tableware/stack_cups.py b/embodichain/lab/gym/envs/tasks/tableware/stack_cups.py
new file mode 100644
index 00000000..b025e3f0
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/tableware/stack_cups.py
@@ -0,0 +1,118 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.utils import logger
+
+__all__ = ["StackCupsEnv"]
+
+
+@register_env("StackCups-v1", max_episode_steps=600)
+class StackCupsEnv(EmbodiedEnv):
+    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+        action_config = kwargs.get("action_config", None)
+        if action_config is not None:
+            self.action_config = action_config
+
+    def is_task_success(self, **kwargs) -> torch.Tensor:
+        """Determine if the task is successfully completed.
+
+        The task is successful if:
+        1. Both cups haven't fallen over
+        2. Cups are aligned in xy plane
+        3. Top cup is only slightly higher than base cup
+
+        Args:
+            **kwargs: Additional arguments for task-specific success criteria.
+
+        Returns:
+            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
+        """
+        try:
+            cup1 = self.sim.get_rigid_object("cup_1")
+            cup2 = self.sim.get_rigid_object("cup_2")
+        except Exception as e:
+            logger.log_warning(f"Cups not found: {e}, returning False.")
+            return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
+
+        # Get cup poses
+        cup1_pose = cup1.get_local_pose(to_matrix=True)
+        cup2_pose = cup2.get_local_pose(to_matrix=True)
+
+        # Extract positions
+        cup1_pos = cup1_pose[:, :3, 3]  # (num_envs, 3)
+        cup2_pos = cup2_pose[:, :3, 3]  # (num_envs, 3)
+
+        # Check if cups haven't fallen (orientation check)
+        cup1_fallen = self._is_fall(cup1_pose)
+        cup2_fallen = self._is_fall(cup2_pose)
+
+        # Determine which cup is lower (should be cup1)
+        cup1_is_lower = cup1_pos[:, 2] < cup2_pos[:, 2]
+
+        # Use the lower cup as base, calculate expected position of top cup
+        base_cup_pos = torch.where(
+            cup1_is_lower.unsqueeze(1).expand_as(cup1_pos), cup1_pos, cup2_pos
+        )
+        top_cup_pos = torch.where(
+            cup1_is_lower.unsqueeze(1).expand_as(cup2_pos), cup2_pos, cup1_pos
+        )
+
+        # Top cup should be slightly higher than base cup
+        cup_rim_offset = 0.015
+        expected_top_pos = torch.stack(
+            [
+                base_cup_pos[:, 0],
+                base_cup_pos[:, 1],
+                base_cup_pos[:, 2] + cup_rim_offset,
+            ],
+            dim=1,
+        )
+
+        # Tolerance
+        eps = torch.tensor([0.04, 0.04, 0.02], dtype=torch.float32, device=self.device)
+
+        # Check if top cup is within tolerance of expected position
+        position_diff = torch.abs(top_cup_pos - expected_top_pos)  # (num_envs, 3)
+        stacked_correctly = torch.all(
+            position_diff < eps.unsqueeze(0), dim=1
+        )  # (num_envs,)
+
+        # Task succeeds if cups are stacked correctly and haven't fallen
+        success = stacked_correctly & ~cup1_fallen & ~cup2_fallen
+
+        return success
+
+    def _is_fall(self, pose: torch.Tensor) -> torch.Tensor:
+        # Extract z-axis from rotation matrix (last column, first 3 elements)
+        pose_rz = pose[:, :3, 2]
+        world_z_axis = torch.tensor([0, 0, 1], dtype=pose.dtype, device=pose.device)
+
+        # Compute dot product for each batch element
+        dot_product = torch.sum(pose_rz * world_z_axis, dim=-1)  # Shape: (batch_size,)
+
+        # Clamp to avoid numerical issues with arccos
+        dot_product = torch.clamp(dot_product, -1.0, 1.0)
+
+        # Compute angle and check if fallen
+        angle = torch.arccos(dot_product)
+        return angle >= torch.pi / 4

From 291fef3ddcdc76ccfe4c50217ac61726fdbf9ec5 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Fri, 26 Dec 2025 19:57:45 +0800
Subject: [PATCH 60/92] Add MatchObjectContainer environment

---
 .../match_object_container/gym_config.json    | 576 ++++++++++++++++++
 embodichain/lab/gym/envs/__init__.py          |   3 +
 .../tasks/tableware/match_object_container.py | 178 ++++++
 3 files changed, 757 insertions(+)
 create mode 100644 configs/gym/match_object_container/gym_config.json
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/match_object_container.py

diff --git a/configs/gym/match_object_container/gym_config.json b/configs/gym/match_object_container/gym_config.json
new file mode 100644
index 00000000..00257446
--- /dev/null
+++ b/configs/gym/match_object_container/gym_config.json
@@ -0,0 +1,576 @@
+{   
+    "id": "MatchObjectContainer-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_block_cube_1_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_cube_1"},
+                    "position_range": [[0.55, -0.10, 0.86], [0.58, -0.05, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "init_block_sphere_1_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_sphere_1"},
+                    "position_range": [[0.62, -0.10, 0.86], [0.65, -0.05, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "init_block_cube_2_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_cube_2"},
+                    "position_range": [[0.55, 0.05, 0.86], [0.58, 0.10, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "init_block_sphere_2_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_sphere_2"},
+                    "position_range": [[0.62, 0.05, 0.86], [0.65, 0.10, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "prepare_extra_attr": {
+                "func": "prepare_extra_attr",
+                "mode": "reset",
+                "params": {
+                    "attrs": [
+                        {
+                            "name": "object_lengths",
+                            "mode": "callable",
+                            "entity_uids": "all_objects",
+                            "func_name": "compute_object_length",
+                            "func_kwargs": {
+                                "is_svd_frame": true,
+                                "sample_points": 5000
+                            }
+                        },
+                        {
+                            "name": "left_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "left_arm_base",
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "name": "right_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "right_arm_base",
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "register_info_to_env": {
+                "func": "register_info_to_env",
+                "mode": "reset",
+                "params": {
+                    "registry": [
+                        {
+                            "entity_cfg": {
+                                "uid": "block_cube_1"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "block_sphere_1"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "container_cube"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "container_sphere"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "block_cube_2"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "block_sphere_2"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["left_arm"]
+                            },
+                            "attrs": ["left_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "container_cube",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["right_arm"]
+                            },
+                            "attrs": ["right_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "container_sphere",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        }
+                    ],
+                    "registration": "affordance_datas",
+                    "sim_update": true
+                }
+            },
+            "random_table_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 2,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_robot_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 5,
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_camera_intrinsics": {
+                "func": "randomize_camera_intrinsics",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "focal_x_range": [-50, 50],
+                    "focal_y_range": [-50, 50]
+                }
+            },
+            "random_robot_init_eef_pose": {
+                "func": "randomize_robot_eef_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
+                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [2, 0, 2],
+                    "target": [0.5, 0, 1]
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "block_cube_1_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_cube_1_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_cube_1"}
+                }
+            },
+            "block_sphere_1_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_sphere_1_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_sphere_1"}
+                }
+            },
+            "container_cube_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "container_cube_pose",
+                "params": {
+                    "entity_cfg": {"uid": "container_cube"}
+                }
+            },
+            "container_sphere_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "container_sphere_pose",
+                "params": {
+                    "entity_cfg": {"uid": "container_sphere"}
+                }
+            },
+            "block_cube_2_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_cube_2_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_cube_2"}
+                }
+            },
+            "block_sphere_2_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_sphere_2_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_sphere_2"}
+                }
+            },
+            "cam_high_semantic_mask_l": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["block_cube_1", "block_sphere_1", "block_cube_2", "block_sphere_2", "container_cube", "container_sphere"]
+                }
+            },
+            "cam_high_semantic_mask_r": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_r",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["block_cube_1", "block_sphere_1", "block_cube_2", "block_sphere_2", "container_cube", "container_sphere"],
+                    "is_right": true
+                }
+            },
+            "cam_left_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_left_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_left_wrist"},
+                    "foreground_uids": ["block_cube_1", "block_sphere_1", "block_cube_2", "block_sphere_2", "container_cube", "container_sphere"]
+                }
+            },
+            "cam_right_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_right_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_right_wrist"},
+                    "foreground_uids": ["block_cube_1", "block_sphere_1", "block_cube_2", "block_sphere_2", "container_cube", "container_sphere"]
+                }
+            }
+        },
+        "dataset": {
+            "robot_meta": {
+                "arm_dofs": 12,
+                "control_freq": 25,
+                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
+                "min_len_steps": 5
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
+                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
+                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"block_cube_1",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.04, 0.04, 0.04]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.565, -0.075, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        },
+        {
+            "uid":"block_sphere_1",
+            "shape": {
+                "shape_type": "Sphere",
+                "radius": 0.025
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.635, -0.075, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        },
+        {
+            "uid":"container_cube",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "ContainerMetal/container_metal.obj"
+            },
+            "body_type": "dynamic",
+            "attrs" : {
+                "mass": 0.5,
+                "static_friction": 1.0,
+                "dynamic_friction": 1.0,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 2.0,
+                "linear_damping": 2.0,
+                "angular_damping": 2.0,
+                "max_linear_velocity": 5.0,
+                "max_angular_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.875, -0.25, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 8
+        },
+        {
+            "uid":"container_sphere",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "ContainerMetal/container_metal.obj"
+            },
+            "body_type": "dynamic",
+            "attrs" : {
+                "mass": 0.5,
+                "static_friction": 1.0,
+                "dynamic_friction": 1.0,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 2.0,
+                "linear_damping": 2.0,
+                "angular_damping": 2.0,
+                "max_linear_velocity": 5.0,
+                "max_angular_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.875, 0.25, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 8
+        },
+        {
+            "uid":"block_cube_2",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.04, 0.04, 0.04]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.565, 0.075, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        },
+        {
+            "uid":"block_sphere_2",
+            "shape": {
+                "shape_type": "Sphere",
+                "radius": 0.025
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.635, 0.075, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        }
+    ]
+}
+
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
index 741399c7..8bc96da9 100644
--- a/embodichain/lab/gym/envs/__init__.py
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -42,6 +42,9 @@
 from embodichain.lab.gym.envs.tasks.tableware.stack_cups import (
     StackCupsEnv,
 )
+from embodichain.lab.gym.envs.tasks.tableware.match_object_container import (
+    MatchObjectContainerEnv,
+)
 
 # Reinforcement learning environments
 from embodichain.lab.gym.envs.tasks.rl.push_cube import PushCubeEnv
diff --git a/embodichain/lab/gym/envs/tasks/tableware/match_object_container.py b/embodichain/lab/gym/envs/tasks/tableware/match_object_container.py
new file mode 100644
index 00000000..903221b5
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/tableware/match_object_container.py
@@ -0,0 +1,178 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.utils import logger
+
+__all__ = ["MatchObjectContainerEnv"]
+
+
+@register_env("MatchObjectContainer-v1", max_episode_steps=600)
+class MatchObjectContainerEnv(EmbodiedEnv):
+    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+        action_config = kwargs.get("action_config", None)
+        if action_config is not None:
+            self.action_config = action_config
+
+    def is_task_success(self, **kwargs) -> torch.Tensor:
+        """Determine if the task is successfully completed.
+
+        This is a classification task: place blocks into matching shaped containers.
+        The task is successful if:
+        1. Both cube blocks are inside container_cube (block_cube_1 and block_cube_2 -> container_cube)
+        2. Both sphere blocks are inside container_sphere (block_sphere_1 and block_sphere_2 -> container_sphere)
+        3. Both containers are up
+
+        Args:
+            **kwargs: Additional arguments for task-specific success criteria.
+
+        Returns:
+            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
+        """
+        try:
+            block_cube_1 = self.sim.get_rigid_object("block_cube_1")
+            block_sphere_1 = self.sim.get_rigid_object("block_sphere_1")
+            block_cube_2 = self.sim.get_rigid_object("block_cube_2")
+            block_sphere_2 = self.sim.get_rigid_object("block_sphere_2")
+            container_cube = self.sim.get_rigid_object("container_cube")
+            container_sphere = self.sim.get_rigid_object("container_sphere")
+        except Exception as e:
+            logger.log_warning(f"Blocks or containers not found: {e}, returning False.")
+            return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
+
+        # Get poses
+        block_cube_1_pose = block_cube_1.get_local_pose(to_matrix=True)
+        block_sphere_1_pose = block_sphere_1.get_local_pose(to_matrix=True)
+        block_cube_2_pose = block_cube_2.get_local_pose(to_matrix=True)
+        block_sphere_2_pose = block_sphere_2.get_local_pose(to_matrix=True)
+        container_cube_pose = container_cube.get_local_pose(to_matrix=True)
+        container_sphere_pose = container_sphere.get_local_pose(to_matrix=True)
+
+        # Extract positions
+        block_cube_1_pos = block_cube_1_pose[:, :3, 3]  # (num_envs, 3)
+        block_sphere_1_pos = block_sphere_1_pose[:, :3, 3]
+        block_cube_2_pos = block_cube_2_pose[:, :3, 3]
+        block_sphere_2_pos = block_sphere_2_pose[:, :3, 3]
+        container_cube_pos = container_cube_pose[:, :3, 3]
+        container_sphere_pos = container_sphere_pose[:, :3, 3]
+
+        container_cube_up = ~self._is_fall(container_cube_pose)
+        container_sphere_up = ~self._is_fall(container_sphere_pose)
+
+        # Check if blocks are inside their matching containers
+        # Note: container_pos[:, 2] is the geometric center (center of mass) of the container
+        container_bottom_radius = 0.1067  # Bottom inner radius in meters
+        z_tolerance = 0.05  # Vertical tolerance for bottom check
+        container_height = 0.068  # Container height in meters
+        container_half_height = (
+            container_height / 2
+        )  # Half height for center-based calculation
+
+        # Check if blocks are in their matching containers
+        cube_1_in_container = self._is_block_in_container(
+            block_cube_1_pos,
+            container_cube_pos,
+            container_bottom_radius,
+            container_half_height,
+            z_tolerance,
+        )
+        cube_2_in_container = self._is_block_in_container(
+            block_cube_2_pos,
+            container_cube_pos,
+            container_bottom_radius,
+            container_half_height,
+            z_tolerance,
+        )
+        sphere_1_in_container = self._is_block_in_container(
+            block_sphere_1_pos,
+            container_sphere_pos,
+            container_bottom_radius,
+            container_half_height,
+            z_tolerance,
+        )
+        sphere_2_in_container = self._is_block_in_container(
+            block_sphere_2_pos,
+            container_sphere_pos,
+            container_bottom_radius,
+            container_half_height,
+            z_tolerance,
+        )
+
+        # Task success if cubes and spheres are in containers and containers are up
+        success = (
+            cube_1_in_container
+            & cube_2_in_container
+            & sphere_1_in_container
+            & sphere_2_in_container
+            & container_cube_up
+            & container_sphere_up
+        )
+
+        return success
+
+    def _is_block_in_container(
+        self,
+        block_pos: torch.Tensor,
+        container_pos: torch.Tensor,
+        container_bottom_radius: float,
+        container_half_height: float,
+        z_tolerance: float,
+    ) -> torch.Tensor:
+        """Check if a block is inside a container.
+
+        Args:
+            block_pos: Block position (num_envs, 3)
+            container_pos: Container center position (num_envs, 3)
+            container_bottom_radius: Inner radius of container bottom in meters
+            container_half_height: Half height of container in meters
+            z_tolerance: Vertical tolerance for bottom check in meters
+
+        Returns:
+            Boolean tensor indicating if block is in container (num_envs,)
+        """
+        # XY plane distance check
+        xy_diff = torch.norm(block_pos[:, :2] - container_pos[:, :2], dim=1)
+
+        # Z coordinate check: container center is at container_pos[:, 2]
+        # Container bottom = container_pos[:, 2] - container_half_height
+        # Container top = container_pos[:, 2] + container_half_height
+        z_above_bottom = (
+            block_pos[:, 2] > container_pos[:, 2] - container_half_height - z_tolerance
+        )
+        z_within_height = block_pos[:, 2] < container_pos[:, 2] + container_half_height
+
+        return (xy_diff < container_bottom_radius) & z_above_bottom & z_within_height
+
+    def _is_fall(self, pose: torch.Tensor) -> torch.Tensor:
+        # Extract z-axis from rotation matrix (last column, first 3 elements)
+        pose_rz = pose[:, :3, 2]
+        world_z_axis = torch.tensor([0, 0, 1], dtype=pose.dtype, device=pose.device)
+
+        # Compute dot product for each batch element
+        dot_product = torch.sum(pose_rz * world_z_axis, dim=-1)  # Shape: (batch_size,)
+
+        # Clamp to avoid numerical issues with arccos
+        dot_product = torch.clamp(dot_product, -1.0, 1.0)
+
+        # Compute angle and check if fallen
+        angle = torch.arccos(dot_product)
+        return angle >= torch.pi / 4

From d8baf7d3fcd85389ee6ffac5f40d355ca58f32ef Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Fri, 26 Dec 2025 19:57:45 +0800
Subject: [PATCH 61/92] Add MatchObjectContainer environment

---
 .../match_object_container/gym_config.json    | 576 ++++++++++++++++++
 embodichain/lab/gym/envs/__init__.py          |   3 +
 .../tasks/tableware/match_object_container.py | 178 ++++++
 3 files changed, 757 insertions(+)
 create mode 100644 configs/gym/match_object_container/gym_config.json
 create mode 100644 embodichain/lab/gym/envs/tasks/tableware/match_object_container.py

diff --git a/configs/gym/match_object_container/gym_config.json b/configs/gym/match_object_container/gym_config.json
new file mode 100644
index 00000000..00257446
--- /dev/null
+++ b/configs/gym/match_object_container/gym_config.json
@@ -0,0 +1,576 @@
+{   
+    "id": "MatchObjectContainer-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_block_cube_1_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_cube_1"},
+                    "position_range": [[0.55, -0.10, 0.86], [0.58, -0.05, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "init_block_sphere_1_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_sphere_1"},
+                    "position_range": [[0.62, -0.10, 0.86], [0.65, -0.05, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "init_block_cube_2_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_cube_2"},
+                    "position_range": [[0.55, 0.05, 0.86], [0.58, 0.10, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "init_block_sphere_2_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_sphere_2"},
+                    "position_range": [[0.62, 0.05, 0.86], [0.65, 0.10, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "prepare_extra_attr": {
+                "func": "prepare_extra_attr",
+                "mode": "reset",
+                "params": {
+                    "attrs": [
+                        {
+                            "name": "object_lengths",
+                            "mode": "callable",
+                            "entity_uids": "all_objects",
+                            "func_name": "compute_object_length",
+                            "func_kwargs": {
+                                "is_svd_frame": true,
+                                "sample_points": 5000
+                            }
+                        },
+                        {
+                            "name": "left_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "left_arm_base",
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "name": "right_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "right_arm_base",
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "register_info_to_env": {
+                "func": "register_info_to_env",
+                "mode": "reset",
+                "params": {
+                    "registry": [
+                        {
+                            "entity_cfg": {
+                                "uid": "block_cube_1"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "block_sphere_1"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "container_cube"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "container_sphere"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "block_cube_2"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "block_sphere_2"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["left_arm"]
+                            },
+                            "attrs": ["left_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "container_cube",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["right_arm"]
+                            },
+                            "attrs": ["right_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "container_sphere",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        }
+                    ],
+                    "registration": "affordance_datas",
+                    "sim_update": true
+                }
+            },
+            "random_table_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 2,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_robot_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 5,
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
+                    "random_texture_prob": 0.5,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_camera_intrinsics": {
+                "func": "randomize_camera_intrinsics",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "focal_x_range": [-50, 50],
+                    "focal_y_range": [-50, 50]
+                }
+            },
+            "random_robot_init_eef_pose": {
+                "func": "randomize_robot_eef_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
+                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
+                }
+            },
+            "record_camera": {
+                "func": "record_camera_data",
+                "mode": "interval",
+                "interval_step": 1,
+                "params": {
+                    "name": "cam1",
+                    "resolution": [320, 240],
+                    "eye": [2, 0, 2],
+                    "target": [0.5, 0, 1]
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "block_cube_1_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_cube_1_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_cube_1"}
+                }
+            },
+            "block_sphere_1_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_sphere_1_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_sphere_1"}
+                }
+            },
+            "container_cube_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "container_cube_pose",
+                "params": {
+                    "entity_cfg": {"uid": "container_cube"}
+                }
+            },
+            "container_sphere_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "container_sphere_pose",
+                "params": {
+                    "entity_cfg": {"uid": "container_sphere"}
+                }
+            },
+            "block_cube_2_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_cube_2_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_cube_2"}
+                }
+            },
+            "block_sphere_2_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_sphere_2_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_sphere_2"}
+                }
+            },
+            "cam_high_semantic_mask_l": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["block_cube_1", "block_sphere_1", "block_cube_2", "block_sphere_2", "container_cube", "container_sphere"]
+                }
+            },
+            "cam_high_semantic_mask_r": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_high/semantic_mask_r",
+                "params": {
+                    "entity_cfg": {"uid": "cam_high"},
+                    "foreground_uids": ["block_cube_1", "block_sphere_1", "block_cube_2", "block_sphere_2", "container_cube", "container_sphere"],
+                    "is_right": true
+                }
+            },
+            "cam_left_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_left_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_left_wrist"},
+                    "foreground_uids": ["block_cube_1", "block_sphere_1", "block_cube_2", "block_sphere_2", "container_cube", "container_sphere"]
+                }
+            },
+            "cam_right_semantic_mask": {
+                "func": "compute_semantic_mask",
+                "mode": "add",
+                "name": "sensor/cam_right_wrist/semantic_mask_l",
+                "params": {
+                    "entity_cfg": {"uid": "cam_right_wrist"},
+                    "foreground_uids": ["block_cube_1", "block_sphere_1", "block_cube_2", "block_sphere_2", "container_cube", "container_sphere"]
+                }
+            }
+        },
+        "dataset": {
+            "robot_meta": {
+                "arm_dofs": 12,
+                "control_freq": 25,
+                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
+                "min_len_steps": 5
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
+                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
+                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"block_cube_1",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.04, 0.04, 0.04]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.565, -0.075, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        },
+        {
+            "uid":"block_sphere_1",
+            "shape": {
+                "shape_type": "Sphere",
+                "radius": 0.025
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.635, -0.075, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        },
+        {
+            "uid":"container_cube",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "ContainerMetal/container_metal.obj"
+            },
+            "body_type": "dynamic",
+            "attrs" : {
+                "mass": 0.5,
+                "static_friction": 1.0,
+                "dynamic_friction": 1.0,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 2.0,
+                "linear_damping": 2.0,
+                "angular_damping": 2.0,
+                "max_linear_velocity": 5.0,
+                "max_angular_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.875, -0.25, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 8
+        },
+        {
+            "uid":"container_sphere",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "ContainerMetal/container_metal.obj"
+            },
+            "body_type": "dynamic",
+            "attrs" : {
+                "mass": 0.5,
+                "static_friction": 1.0,
+                "dynamic_friction": 1.0,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 2.0,
+                "linear_damping": 2.0,
+                "angular_damping": 2.0,
+                "max_linear_velocity": 5.0,
+                "max_angular_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.875, 0.25, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 8
+        },
+        {
+            "uid":"block_cube_2",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.04, 0.04, 0.04]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.565, 0.075, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        },
+        {
+            "uid":"block_sphere_2",
+            "shape": {
+                "shape_type": "Sphere",
+                "radius": 0.025
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.635, 0.075, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        }
+    ]
+}
+
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
index 741399c7..8bc96da9 100644
--- a/embodichain/lab/gym/envs/__init__.py
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -42,6 +42,9 @@
 from embodichain.lab.gym.envs.tasks.tableware.stack_cups import (
     StackCupsEnv,
 )
+from embodichain.lab.gym.envs.tasks.tableware.match_object_container import (
+    MatchObjectContainerEnv,
+)
 
 # Reinforcement learning environments
 from embodichain.lab.gym.envs.tasks.rl.push_cube import PushCubeEnv
diff --git a/embodichain/lab/gym/envs/tasks/tableware/match_object_container.py b/embodichain/lab/gym/envs/tasks/tableware/match_object_container.py
new file mode 100644
index 00000000..903221b5
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/tableware/match_object_container.py
@@ -0,0 +1,178 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.utils import logger
+
+__all__ = ["MatchObjectContainerEnv"]
+
+
+@register_env("MatchObjectContainer-v1", max_episode_steps=600)
+class MatchObjectContainerEnv(EmbodiedEnv):
+    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+        action_config = kwargs.get("action_config", None)
+        if action_config is not None:
+            self.action_config = action_config
+
+    def is_task_success(self, **kwargs) -> torch.Tensor:
+        """Determine if the task is successfully completed.
+
+        This is a classification task: place blocks into matching shaped containers.
+        The task is successful if:
+        1. Both cube blocks are inside container_cube (block_cube_1 and block_cube_2 -> container_cube)
+        2. Both sphere blocks are inside container_sphere (block_sphere_1 and block_sphere_2 -> container_sphere)
+        3. Both containers are up
+
+        Args:
+            **kwargs: Additional arguments for task-specific success criteria.
+
+        Returns:
+            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
+        """
+        try:
+            block_cube_1 = self.sim.get_rigid_object("block_cube_1")
+            block_sphere_1 = self.sim.get_rigid_object("block_sphere_1")
+            block_cube_2 = self.sim.get_rigid_object("block_cube_2")
+            block_sphere_2 = self.sim.get_rigid_object("block_sphere_2")
+            container_cube = self.sim.get_rigid_object("container_cube")
+            container_sphere = self.sim.get_rigid_object("container_sphere")
+        except Exception as e:
+            logger.log_warning(f"Blocks or containers not found: {e}, returning False.")
+            return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
+
+        # Get poses
+        block_cube_1_pose = block_cube_1.get_local_pose(to_matrix=True)
+        block_sphere_1_pose = block_sphere_1.get_local_pose(to_matrix=True)
+        block_cube_2_pose = block_cube_2.get_local_pose(to_matrix=True)
+        block_sphere_2_pose = block_sphere_2.get_local_pose(to_matrix=True)
+        container_cube_pose = container_cube.get_local_pose(to_matrix=True)
+        container_sphere_pose = container_sphere.get_local_pose(to_matrix=True)
+
+        # Extract positions
+        block_cube_1_pos = block_cube_1_pose[:, :3, 3]  # (num_envs, 3)
+        block_sphere_1_pos = block_sphere_1_pose[:, :3, 3]
+        block_cube_2_pos = block_cube_2_pose[:, :3, 3]
+        block_sphere_2_pos = block_sphere_2_pose[:, :3, 3]
+        container_cube_pos = container_cube_pose[:, :3, 3]
+        container_sphere_pos = container_sphere_pose[:, :3, 3]
+
+        container_cube_up = ~self._is_fall(container_cube_pose)
+        container_sphere_up = ~self._is_fall(container_sphere_pose)
+
+        # Check if blocks are inside their matching containers
+        # Note: container_pos[:, 2] is the geometric center (center of mass) of the container
+        container_bottom_radius = 0.1067  # Bottom inner radius in meters
+        z_tolerance = 0.05  # Vertical tolerance for bottom check
+        container_height = 0.068  # Container height in meters
+        container_half_height = (
+            container_height / 2
+        )  # Half height for center-based calculation
+
+        # Check if blocks are in their matching containers
+        cube_1_in_container = self._is_block_in_container(
+            block_cube_1_pos,
+            container_cube_pos,
+            container_bottom_radius,
+            container_half_height,
+            z_tolerance,
+        )
+        cube_2_in_container = self._is_block_in_container(
+            block_cube_2_pos,
+            container_cube_pos,
+            container_bottom_radius,
+            container_half_height,
+            z_tolerance,
+        )
+        sphere_1_in_container = self._is_block_in_container(
+            block_sphere_1_pos,
+            container_sphere_pos,
+            container_bottom_radius,
+            container_half_height,
+            z_tolerance,
+        )
+        sphere_2_in_container = self._is_block_in_container(
+            block_sphere_2_pos,
+            container_sphere_pos,
+            container_bottom_radius,
+            container_half_height,
+            z_tolerance,
+        )
+
+        # Task success if cubes and spheres are in containers and containers are up
+        success = (
+            cube_1_in_container
+            & cube_2_in_container
+            & sphere_1_in_container
+            & sphere_2_in_container
+            & container_cube_up
+            & container_sphere_up
+        )
+
+        return success
+
+    def _is_block_in_container(
+        self,
+        block_pos: torch.Tensor,
+        container_pos: torch.Tensor,
+        container_bottom_radius: float,
+        container_half_height: float,
+        z_tolerance: float,
+    ) -> torch.Tensor:
+        """Check if a block is inside a container.
+
+        Args:
+            block_pos: Block position (num_envs, 3)
+            container_pos: Container center position (num_envs, 3)
+            container_bottom_radius: Inner radius of container bottom in meters
+            container_half_height: Half height of container in meters
+            z_tolerance: Vertical tolerance for bottom check in meters
+
+        Returns:
+            Boolean tensor indicating if block is in container (num_envs,)
+        """
+        # XY plane distance check
+        xy_diff = torch.norm(block_pos[:, :2] - container_pos[:, :2], dim=1)
+
+        # Z coordinate check: container center is at container_pos[:, 2]
+        # Container bottom = container_pos[:, 2] - container_half_height
+        # Container top = container_pos[:, 2] + container_half_height
+        z_above_bottom = (
+            block_pos[:, 2] > container_pos[:, 2] - container_half_height - z_tolerance
+        )
+        z_within_height = block_pos[:, 2] < container_pos[:, 2] + container_half_height
+
+        return (xy_diff < container_bottom_radius) & z_above_bottom & z_within_height
+
+    def _is_fall(self, pose: torch.Tensor) -> torch.Tensor:
+        # Extract z-axis from rotation matrix (last column, first 3 elements)
+        pose_rz = pose[:, :3, 2]
+        world_z_axis = torch.tensor([0, 0, 1], dtype=pose.dtype, device=pose.device)
+
+        # Compute dot product for each batch element
+        dot_product = torch.sum(pose_rz * world_z_axis, dim=-1)  # Shape: (batch_size,)
+
+        # Clamp to avoid numerical issues with arccos
+        dot_product = torch.clamp(dot_product, -1.0, 1.0)
+
+        # Compute angle and check if fallen
+        angle = torch.arccos(dot_product)
+        return angle >= torch.pi / 4

From c078188773a5b16c638d0e805ac0b1ec1e5b2940 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Fri, 26 Dec 2025 20:08:12 +0800
Subject: [PATCH 62/92] Enhance the sucess condition of OrganizeTableware

---
 .../tasks/tableware/organize_tableware.py     | 33 ++++++++++++++++---
 1 file changed, 28 insertions(+), 5 deletions(-)

diff --git a/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py b/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py
index b42d905f..8284525f 100644
--- a/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py
+++ b/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py
@@ -36,10 +36,10 @@ def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
         # Define target positions for different tableware types
         # Left side: fork, Right side: spoon
         self.fork_target_pos = torch.tensor(
-            [0.65, -0.1, 0.86], dtype=torch.float32, device=self.device
+            [0.725, -0.1, 0.86], dtype=torch.float32, device=self.device
         )
         self.spoon_target_pos = torch.tensor(
-            [0.85, -0.1, 0.86], dtype=torch.float32, device=self.device
+            [0.825, 0.1, 0.86], dtype=torch.float32, device=self.device
         )
 
     def is_task_success(self, **kwargs) -> torch.Tensor:
@@ -48,6 +48,7 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
         The task is successful if:
         1. Fork is placed in the left target area
         2. Spoon is placed in the right target area
+        3. Both fork and spoon are oriented towards x-axis
 
         Args:
             **kwargs: Additional arguments for task-specific success criteria.
@@ -68,7 +69,7 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
 
         # Extract positions
         fork_pos = fork_pose[:, :3, 3]  # (num_envs, 3)
-        spoon_pos = spoon_pose[:, :3, 3]  # (num_envs, 3)
+        spoon_pos = spoon_pose[:, :3, 3] 
 
         # Tolerance for checking if objects are in target area
         xy_tolerance = torch.tensor(
@@ -92,7 +93,29 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
             spoon_xy_diff < xy_tolerance.unsqueeze(0), dim=1
         ) & (spoon_z_diff < z_tolerance)
 
-        # Both must be in their target areas
-        success = fork_in_target & spoon_in_target
+        # Check orientation: both fork and spoon should be oriented towards x-axis
+        fork_oriented = self._is_oriented_towards_x(fork_pose)
+        spoon_oriented = self._is_oriented_towards_x(spoon_pose)
+
+        # Both must be in their target areas and correctly oriented
+        success = fork_in_target & spoon_in_target & fork_oriented & spoon_oriented
 
         return success
+
+    def _is_oriented_towards_x(self, pose: torch.Tensor) -> torch.Tensor:
+        # Extract x-axis from rotation matrix (first column, first 3 elements)
+        pose_rx = pose[:, :3, 0]  # (num_envs, 3)
+        world_x_axis = torch.tensor([1, 0, 0], dtype=pose.dtype, device=pose.device)
+
+        # Compute dot product for each batch element
+        dot_product = torch.sum(pose_rx * world_x_axis, dim=-1)  # (num_envs,)
+
+        # Clamp to avoid numerical issues with arccos
+        dot_product = torch.clamp(dot_product, -1.0, 1.0)
+
+        # Compute angle between object x-axis and world x-axis
+        angle = torch.arccos(dot_product)
+
+        # Angle difference should be less than pi/6
+        orientation_tolerance = torch.pi / 6
+        return angle < orientation_tolerance

From 89ec072ee0207c39bea1d273001f40b29b2cc097 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Fri, 26 Dec 2025 20:08:12 +0800
Subject: [PATCH 63/92] Enhance the sucess condition of OrganizeTableware

---
 .../tasks/tableware/organize_tableware.py     | 33 ++++++++++++++++---
 1 file changed, 28 insertions(+), 5 deletions(-)

diff --git a/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py b/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py
index b42d905f..8284525f 100644
--- a/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py
+++ b/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py
@@ -36,10 +36,10 @@ def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
         # Define target positions for different tableware types
         # Left side: fork, Right side: spoon
         self.fork_target_pos = torch.tensor(
-            [0.65, -0.1, 0.86], dtype=torch.float32, device=self.device
+            [0.725, -0.1, 0.86], dtype=torch.float32, device=self.device
         )
         self.spoon_target_pos = torch.tensor(
-            [0.85, -0.1, 0.86], dtype=torch.float32, device=self.device
+            [0.825, 0.1, 0.86], dtype=torch.float32, device=self.device
         )
 
     def is_task_success(self, **kwargs) -> torch.Tensor:
@@ -48,6 +48,7 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
         The task is successful if:
         1. Fork is placed in the left target area
         2. Spoon is placed in the right target area
+        3. Both fork and spoon are oriented towards x-axis
 
         Args:
             **kwargs: Additional arguments for task-specific success criteria.
@@ -68,7 +69,7 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
 
         # Extract positions
         fork_pos = fork_pose[:, :3, 3]  # (num_envs, 3)
-        spoon_pos = spoon_pose[:, :3, 3]  # (num_envs, 3)
+        spoon_pos = spoon_pose[:, :3, 3] 
 
         # Tolerance for checking if objects are in target area
         xy_tolerance = torch.tensor(
@@ -92,7 +93,29 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
             spoon_xy_diff < xy_tolerance.unsqueeze(0), dim=1
         ) & (spoon_z_diff < z_tolerance)
 
-        # Both must be in their target areas
-        success = fork_in_target & spoon_in_target
+        # Check orientation: both fork and spoon should be oriented towards x-axis
+        fork_oriented = self._is_oriented_towards_x(fork_pose)
+        spoon_oriented = self._is_oriented_towards_x(spoon_pose)
+
+        # Both must be in their target areas and correctly oriented
+        success = fork_in_target & spoon_in_target & fork_oriented & spoon_oriented
 
         return success
+
+    def _is_oriented_towards_x(self, pose: torch.Tensor) -> torch.Tensor:
+        # Extract x-axis from rotation matrix (first column, first 3 elements)
+        pose_rx = pose[:, :3, 0]  # (num_envs, 3)
+        world_x_axis = torch.tensor([1, 0, 0], dtype=pose.dtype, device=pose.device)
+
+        # Compute dot product for each batch element
+        dot_product = torch.sum(pose_rx * world_x_axis, dim=-1)  # (num_envs,)
+
+        # Clamp to avoid numerical issues with arccos
+        dot_product = torch.clamp(dot_product, -1.0, 1.0)
+
+        # Compute angle between object x-axis and world x-axis
+        angle = torch.arccos(dot_product)
+
+        # Angle difference should be less than pi/6
+        orientation_tolerance = torch.pi / 6
+        return angle < orientation_tolerance

From a8112864bf54d140dbb0a74701176a88552a2d02 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Fri, 26 Dec 2025 20:15:35 +0800
Subject: [PATCH 64/92] Remove OrganizeTableware since it have

---
 .../gym/organize_tableware/gym_config.json    | 394 ------------------
 embodichain/lab/gym/envs/__init__.py          |   3 -
 .../tasks/tableware/organize_tableware.py     | 121 ------
 3 files changed, 518 deletions(-)
 delete mode 100644 configs/gym/organize_tableware/gym_config.json
 delete mode 100644 embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py

diff --git a/configs/gym/organize_tableware/gym_config.json b/configs/gym/organize_tableware/gym_config.json
deleted file mode 100644
index d372f0f9..00000000
--- a/configs/gym/organize_tableware/gym_config.json
+++ /dev/null
@@ -1,394 +0,0 @@
-{   
-    "id": "OrganizeTableware-v1",
-    "max_episodes": 5,
-    "env": {
-        "events": {
-            "random_light": {
-                "func": "randomize_light",
-                "mode": "interval",
-                "interval_step": 10,
-                "params": {
-                    "entity_cfg": {"uid": "light_1"},
-                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
-                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
-                    "intensity_range": [50.0, 100.0]
-                }
-            },
-            "init_fork_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "fork"},
-                    "position_range": [[0.66, -0.15, 0.86], [0.74, -0.05, 0.86]],
-                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
-                    "relative_position": false
-                }
-            },
-            "init_spoon_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "spoon"},
-                    "position_range": [[0.76, -0.15, 0.86], [0.84, -0.05, 0.86]],
-                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
-                    "relative_position": false
-                }
-            },
-            "prepare_extra_attr": {
-                "func": "prepare_extra_attr",
-                "mode": "reset",
-                "params": {
-                    "attrs": [
-                        {
-                            "name": "object_lengths",
-                            "mode": "callable",
-                            "entity_uids": "all_objects",
-                            "func_name": "compute_object_length",
-                            "func_kwargs": {
-                                "is_svd_frame": true,
-                                "sample_points": 5000
-                            }
-                        },
-                        {
-                            "name": "left_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "left_arm_base",
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "name": "right_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "right_arm_base",
-                                "to_matrix": true
-                            }
-                        }
-                    ]
-                }
-            },
-            "register_info_to_env": {
-                "func": "register_info_to_env",
-                "mode": "reset",
-                "params": {
-                    "registry": [
-                        {
-                            "entity_cfg": {
-                                "uid": "fork"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "spoon"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["left_arm"]
-                            },
-                            "attrs": ["left_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "spoon",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["right_arm"]
-                            },
-                            "attrs": ["right_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "fork",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        }
-                    ],
-                    "registration": "affordance_datas",
-                    "sim_update": true
-                }
-            },
-            "random_table_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 2,
-                "params": {
-                    "entity_cfg": {"uid": "table"},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_robot_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 5,
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_camera_intrinsics": {
-                "func": "randomize_camera_intrinsics",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "focal_x_range": [-50, 50],
-                    "focal_y_range": [-50, 50]
-                }
-            },
-            "random_robot_init_eef_pose": {
-                "func": "randomize_robot_eef_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
-                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
-                }
-            },
-            "record_camera": {
-                "func": "record_camera_data",
-                "mode": "interval",
-                "interval_step": 1,
-                "params": {
-                    "name": "cam1",
-                    "resolution": [320, 240],
-                    "eye": [2, 0, 2],
-                    "target": [0.5, 0, 1]
-                }
-            }
-        },
-        "observations": {
-            "norm_robot_eef_joint": {
-                "func": "normalize_robot_joint_data",
-                "mode": "modify",
-                "name": "robot/qpos",
-                "params": {
-                    "joint_ids": [12, 13, 14, 15]
-                }
-            },
-            "fork_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "fork_pose",
-                "params": {
-                    "entity_cfg": {"uid": "fork"}
-                }
-            },
-            "spoon_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "spoon_pose",
-                "params": {
-                    "entity_cfg": {"uid": "spoon"}
-                }
-            },
-            "cam_high_semantic_mask_l": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["fork", "spoon"]
-                }
-            },
-            "cam_high_semantic_mask_r": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_r",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["fork", "spoon"],
-                    "is_right": true
-                }
-            },
-            "cam_left_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_left_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_left_wrist"},
-                    "foreground_uids": ["fork", "spoon"]
-                }
-            },
-            "cam_right_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_right_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_right_wrist"},
-                    "foreground_uids": ["fork", "spoon"]
-                }
-            }
-        },
-        "dataset": {
-            "robot_meta": {
-                "arm_dofs": 12,
-                "control_freq": 25,
-                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
-                "min_len_steps": 5
-            }
-        }
-    },
-    "robot": {
-        "uid": "CobotMagic",
-        "robot_type": "CobotMagic",
-        "init_pos": [0.0, 0.0, 0.7775],
-        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
-    },
-    "sensor": [
-        {
-            "sensor_type": "StereoCamera",
-            "uid": "cam_high",
-            "width": 960,
-            "height": 540,
-            "enable_mask": true,
-            "enable_depth": true,
-            "left_to_right_pos": [0.059684025824163614, 0, 0],
-            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
-            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
-            "extrinsics": {
-                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
-                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
-                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_right_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "right_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_left_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "left_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        }
-    ],
-    "light": {
-        "direct": [
-            {
-                "uid": "light_1",
-                "light_type": "point",
-                "color": [1.0, 1.0, 1.0],
-                "intensity": 50.0,
-                "init_pos": [2, 0, 2],
-                "radius": 10.0
-            }
-        ]
-    },
-    "background": [
-        {
-            "uid": "table",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "CircleTableSimple/circle_table_simple.ply"
-            },
-            "attrs" : {
-                "mass": 10.0,
-                "static_friction": 0.95,
-                "dynamic_friction": 0.9,
-                "restitution": 0.01
-            },
-            "body_scale": [1, 1, 1],
-            "body_type": "kinematic",
-            "init_pos": [0.725, 0.0, 0.825],
-            "init_rot": [0, 90, 0]
-        }
-    ],
-    "rigid_object": [
-        {
-            "uid":"fork",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "TableWare/tableware/fork/standard_fork_scale.ply"
-            },
-            "attrs" : {
-                "mass": 0.01,
-                "static_friction": 1.0,
-                "dynamic_friction": 1.0,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 2.0,
-                "linear_damping": 2.0,
-                "angular_damping": 2.0,
-                "max_linear_velocity": 5.0,
-                "max_angular_velocity": 10.0,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.70, -0.1, 0.86],
-            "init_rot": [0, 0, 0],
-            "body_scale":[0.75, 0.75, 1.0],
-            "max_convex_hull_num": 8
-        },
-        {
-            "uid":"spoon",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "TableWare/tableware/spoon/standard_spoon_a_rescale.ply"
-            },
-            "attrs" : {
-                "mass": 0.01,
-                "static_friction": 1.0,
-                "dynamic_friction": 1.0,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 2.0,
-                "linear_damping": 2.0,
-                "angular_damping": 2.0,
-                "max_linear_velocity": 5.0,
-                "max_angular_velocity": 10.0,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.80, -0.1, 0.86],
-            "init_rot": [0, 0, 0],
-            "body_scale":[0.75, 0.75, 1.0],
-            "max_convex_hull_num": 8
-        }
-    ]
-}
-
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
index 8bc96da9..47935c4f 100644
--- a/embodichain/lab/gym/envs/__init__.py
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -36,9 +36,6 @@
 from embodichain.lab.gym.envs.tasks.tableware.place_object_drawer import (
     PlaceObjectDrawerEnv,
 )
-from embodichain.lab.gym.envs.tasks.tableware.organize_tableware import (
-    OrganizeTablewareEnv,
-)
 from embodichain.lab.gym.envs.tasks.tableware.stack_cups import (
     StackCupsEnv,
 )
diff --git a/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py b/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py
deleted file mode 100644
index 8284525f..00000000
--- a/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py
+++ /dev/null
@@ -1,121 +0,0 @@
-# ----------------------------------------------------------------------------
-# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-# ----------------------------------------------------------------------------
-
-import torch
-import numpy as np
-
-from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
-from embodichain.lab.gym.utils.registration import register_env
-from embodichain.utils import logger
-
-__all__ = ["OrganizeTablewareEnv"]
-
-
-@register_env("OrganizeTableware-v1", max_episode_steps=600)
-class OrganizeTablewareEnv(EmbodiedEnv):
-    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
-        super().__init__(cfg, **kwargs)
-
-        action_config = kwargs.get("action_config", None)
-        if action_config is not None:
-            self.action_config = action_config
-
-        # Define target positions for different tableware types
-        # Left side: fork, Right side: spoon
-        self.fork_target_pos = torch.tensor(
-            [0.725, -0.1, 0.86], dtype=torch.float32, device=self.device
-        )
-        self.spoon_target_pos = torch.tensor(
-            [0.825, 0.1, 0.86], dtype=torch.float32, device=self.device
-        )
-
-    def is_task_success(self, **kwargs) -> torch.Tensor:
-        """Determine if the task is successfully completed.
-
-        The task is successful if:
-        1. Fork is placed in the left target area
-        2. Spoon is placed in the right target area
-        3. Both fork and spoon are oriented towards x-axis
-
-        Args:
-            **kwargs: Additional arguments for task-specific success criteria.
-
-        Returns:
-            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
-        """
-        try:
-            fork = self.sim.get_rigid_object("fork")
-            spoon = self.sim.get_rigid_object("spoon")
-        except Exception as e:
-            logger.log_warning(f"Fork or spoon not found: {e}, returning False.")
-            return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
-
-        # Get poses
-        fork_pose = fork.get_local_pose(to_matrix=True)
-        spoon_pose = spoon.get_local_pose(to_matrix=True)
-
-        # Extract positions
-        fork_pos = fork_pose[:, :3, 3]  # (num_envs, 3)
-        spoon_pos = spoon_pose[:, :3, 3] 
-
-        # Tolerance for checking if objects are in target area
-        xy_tolerance = torch.tensor(
-            [0.08, 0.05], dtype=torch.float32, device=self.device
-        )
-        z_tolerance = 0.05
-
-        # Check if fork is in left target area
-        fork_target = self.fork_target_pos.unsqueeze(0).repeat(self.num_envs, 1)
-        fork_xy_diff = torch.abs(fork_pos[:, :2] - fork_target[:, :2])
-        fork_z_diff = torch.abs(fork_pos[:, 2] - fork_target[:, 2])
-        fork_in_target = torch.all(fork_xy_diff < xy_tolerance.unsqueeze(0), dim=1) & (
-            fork_z_diff < z_tolerance
-        )
-
-        # Check if spoon is in right target area
-        spoon_target = self.spoon_target_pos.unsqueeze(0).repeat(self.num_envs, 1)
-        spoon_xy_diff = torch.abs(spoon_pos[:, :2] - spoon_target[:, :2])
-        spoon_z_diff = torch.abs(spoon_pos[:, 2] - spoon_target[:, 2])
-        spoon_in_target = torch.all(
-            spoon_xy_diff < xy_tolerance.unsqueeze(0), dim=1
-        ) & (spoon_z_diff < z_tolerance)
-
-        # Check orientation: both fork and spoon should be oriented towards x-axis
-        fork_oriented = self._is_oriented_towards_x(fork_pose)
-        spoon_oriented = self._is_oriented_towards_x(spoon_pose)
-
-        # Both must be in their target areas and correctly oriented
-        success = fork_in_target & spoon_in_target & fork_oriented & spoon_oriented
-
-        return success
-
-    def _is_oriented_towards_x(self, pose: torch.Tensor) -> torch.Tensor:
-        # Extract x-axis from rotation matrix (first column, first 3 elements)
-        pose_rx = pose[:, :3, 0]  # (num_envs, 3)
-        world_x_axis = torch.tensor([1, 0, 0], dtype=pose.dtype, device=pose.device)
-
-        # Compute dot product for each batch element
-        dot_product = torch.sum(pose_rx * world_x_axis, dim=-1)  # (num_envs,)
-
-        # Clamp to avoid numerical issues with arccos
-        dot_product = torch.clamp(dot_product, -1.0, 1.0)
-
-        # Compute angle between object x-axis and world x-axis
-        angle = torch.arccos(dot_product)
-
-        # Angle difference should be less than pi/6
-        orientation_tolerance = torch.pi / 6
-        return angle < orientation_tolerance

From 809e0f716777b2950bdc895bd7c31b26cc0e62be Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Fri, 26 Dec 2025 20:15:35 +0800
Subject: [PATCH 65/92] Remove OrganizeTableware since it have

---
 .../gym/organize_tableware/gym_config.json    | 394 ------------------
 embodichain/lab/gym/envs/__init__.py          |   3 -
 .../tasks/tableware/organize_tableware.py     | 121 ------
 3 files changed, 518 deletions(-)
 delete mode 100644 configs/gym/organize_tableware/gym_config.json
 delete mode 100644 embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py

diff --git a/configs/gym/organize_tableware/gym_config.json b/configs/gym/organize_tableware/gym_config.json
deleted file mode 100644
index d372f0f9..00000000
--- a/configs/gym/organize_tableware/gym_config.json
+++ /dev/null
@@ -1,394 +0,0 @@
-{   
-    "id": "OrganizeTableware-v1",
-    "max_episodes": 5,
-    "env": {
-        "events": {
-            "random_light": {
-                "func": "randomize_light",
-                "mode": "interval",
-                "interval_step": 10,
-                "params": {
-                    "entity_cfg": {"uid": "light_1"},
-                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
-                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
-                    "intensity_range": [50.0, 100.0]
-                }
-            },
-            "init_fork_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "fork"},
-                    "position_range": [[0.66, -0.15, 0.86], [0.74, -0.05, 0.86]],
-                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
-                    "relative_position": false
-                }
-            },
-            "init_spoon_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "spoon"},
-                    "position_range": [[0.76, -0.15, 0.86], [0.84, -0.05, 0.86]],
-                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
-                    "relative_position": false
-                }
-            },
-            "prepare_extra_attr": {
-                "func": "prepare_extra_attr",
-                "mode": "reset",
-                "params": {
-                    "attrs": [
-                        {
-                            "name": "object_lengths",
-                            "mode": "callable",
-                            "entity_uids": "all_objects",
-                            "func_name": "compute_object_length",
-                            "func_kwargs": {
-                                "is_svd_frame": true,
-                                "sample_points": 5000
-                            }
-                        },
-                        {
-                            "name": "left_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "left_arm_base",
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "name": "right_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "right_arm_base",
-                                "to_matrix": true
-                            }
-                        }
-                    ]
-                }
-            },
-            "register_info_to_env": {
-                "func": "register_info_to_env",
-                "mode": "reset",
-                "params": {
-                    "registry": [
-                        {
-                            "entity_cfg": {
-                                "uid": "fork"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "spoon"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["left_arm"]
-                            },
-                            "attrs": ["left_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "spoon",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["right_arm"]
-                            },
-                            "attrs": ["right_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "fork",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        }
-                    ],
-                    "registration": "affordance_datas",
-                    "sim_update": true
-                }
-            },
-            "random_table_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 2,
-                "params": {
-                    "entity_cfg": {"uid": "table"},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_robot_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 5,
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_camera_intrinsics": {
-                "func": "randomize_camera_intrinsics",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "focal_x_range": [-50, 50],
-                    "focal_y_range": [-50, 50]
-                }
-            },
-            "random_robot_init_eef_pose": {
-                "func": "randomize_robot_eef_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
-                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
-                }
-            },
-            "record_camera": {
-                "func": "record_camera_data",
-                "mode": "interval",
-                "interval_step": 1,
-                "params": {
-                    "name": "cam1",
-                    "resolution": [320, 240],
-                    "eye": [2, 0, 2],
-                    "target": [0.5, 0, 1]
-                }
-            }
-        },
-        "observations": {
-            "norm_robot_eef_joint": {
-                "func": "normalize_robot_joint_data",
-                "mode": "modify",
-                "name": "robot/qpos",
-                "params": {
-                    "joint_ids": [12, 13, 14, 15]
-                }
-            },
-            "fork_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "fork_pose",
-                "params": {
-                    "entity_cfg": {"uid": "fork"}
-                }
-            },
-            "spoon_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "spoon_pose",
-                "params": {
-                    "entity_cfg": {"uid": "spoon"}
-                }
-            },
-            "cam_high_semantic_mask_l": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["fork", "spoon"]
-                }
-            },
-            "cam_high_semantic_mask_r": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_r",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["fork", "spoon"],
-                    "is_right": true
-                }
-            },
-            "cam_left_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_left_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_left_wrist"},
-                    "foreground_uids": ["fork", "spoon"]
-                }
-            },
-            "cam_right_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_right_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_right_wrist"},
-                    "foreground_uids": ["fork", "spoon"]
-                }
-            }
-        },
-        "dataset": {
-            "robot_meta": {
-                "arm_dofs": 12,
-                "control_freq": 25,
-                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
-                "min_len_steps": 5
-            }
-        }
-    },
-    "robot": {
-        "uid": "CobotMagic",
-        "robot_type": "CobotMagic",
-        "init_pos": [0.0, 0.0, 0.7775],
-        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
-    },
-    "sensor": [
-        {
-            "sensor_type": "StereoCamera",
-            "uid": "cam_high",
-            "width": 960,
-            "height": 540,
-            "enable_mask": true,
-            "enable_depth": true,
-            "left_to_right_pos": [0.059684025824163614, 0, 0],
-            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
-            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
-            "extrinsics": {
-                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
-                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
-                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_right_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "right_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_left_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "left_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        }
-    ],
-    "light": {
-        "direct": [
-            {
-                "uid": "light_1",
-                "light_type": "point",
-                "color": [1.0, 1.0, 1.0],
-                "intensity": 50.0,
-                "init_pos": [2, 0, 2],
-                "radius": 10.0
-            }
-        ]
-    },
-    "background": [
-        {
-            "uid": "table",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "CircleTableSimple/circle_table_simple.ply"
-            },
-            "attrs" : {
-                "mass": 10.0,
-                "static_friction": 0.95,
-                "dynamic_friction": 0.9,
-                "restitution": 0.01
-            },
-            "body_scale": [1, 1, 1],
-            "body_type": "kinematic",
-            "init_pos": [0.725, 0.0, 0.825],
-            "init_rot": [0, 90, 0]
-        }
-    ],
-    "rigid_object": [
-        {
-            "uid":"fork",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "TableWare/tableware/fork/standard_fork_scale.ply"
-            },
-            "attrs" : {
-                "mass": 0.01,
-                "static_friction": 1.0,
-                "dynamic_friction": 1.0,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 2.0,
-                "linear_damping": 2.0,
-                "angular_damping": 2.0,
-                "max_linear_velocity": 5.0,
-                "max_angular_velocity": 10.0,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.70, -0.1, 0.86],
-            "init_rot": [0, 0, 0],
-            "body_scale":[0.75, 0.75, 1.0],
-            "max_convex_hull_num": 8
-        },
-        {
-            "uid":"spoon",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "TableWare/tableware/spoon/standard_spoon_a_rescale.ply"
-            },
-            "attrs" : {
-                "mass": 0.01,
-                "static_friction": 1.0,
-                "dynamic_friction": 1.0,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 2.0,
-                "linear_damping": 2.0,
-                "angular_damping": 2.0,
-                "max_linear_velocity": 5.0,
-                "max_angular_velocity": 10.0,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.80, -0.1, 0.86],
-            "init_rot": [0, 0, 0],
-            "body_scale":[0.75, 0.75, 1.0],
-            "max_convex_hull_num": 8
-        }
-    ]
-}
-
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
index 8bc96da9..47935c4f 100644
--- a/embodichain/lab/gym/envs/__init__.py
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -36,9 +36,6 @@
 from embodichain.lab.gym.envs.tasks.tableware.place_object_drawer import (
     PlaceObjectDrawerEnv,
 )
-from embodichain.lab.gym.envs.tasks.tableware.organize_tableware import (
-    OrganizeTablewareEnv,
-)
 from embodichain.lab.gym.envs.tasks.tableware.stack_cups import (
     StackCupsEnv,
 )
diff --git a/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py b/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py
deleted file mode 100644
index 8284525f..00000000
--- a/embodichain/lab/gym/envs/tasks/tableware/organize_tableware.py
+++ /dev/null
@@ -1,121 +0,0 @@
-# ----------------------------------------------------------------------------
-# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-# ----------------------------------------------------------------------------
-
-import torch
-import numpy as np
-
-from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
-from embodichain.lab.gym.utils.registration import register_env
-from embodichain.utils import logger
-
-__all__ = ["OrganizeTablewareEnv"]
-
-
-@register_env("OrganizeTableware-v1", max_episode_steps=600)
-class OrganizeTablewareEnv(EmbodiedEnv):
-    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
-        super().__init__(cfg, **kwargs)
-
-        action_config = kwargs.get("action_config", None)
-        if action_config is not None:
-            self.action_config = action_config
-
-        # Define target positions for different tableware types
-        # Left side: fork, Right side: spoon
-        self.fork_target_pos = torch.tensor(
-            [0.725, -0.1, 0.86], dtype=torch.float32, device=self.device
-        )
-        self.spoon_target_pos = torch.tensor(
-            [0.825, 0.1, 0.86], dtype=torch.float32, device=self.device
-        )
-
-    def is_task_success(self, **kwargs) -> torch.Tensor:
-        """Determine if the task is successfully completed.
-
-        The task is successful if:
-        1. Fork is placed in the left target area
-        2. Spoon is placed in the right target area
-        3. Both fork and spoon are oriented towards x-axis
-
-        Args:
-            **kwargs: Additional arguments for task-specific success criteria.
-
-        Returns:
-            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
-        """
-        try:
-            fork = self.sim.get_rigid_object("fork")
-            spoon = self.sim.get_rigid_object("spoon")
-        except Exception as e:
-            logger.log_warning(f"Fork or spoon not found: {e}, returning False.")
-            return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
-
-        # Get poses
-        fork_pose = fork.get_local_pose(to_matrix=True)
-        spoon_pose = spoon.get_local_pose(to_matrix=True)
-
-        # Extract positions
-        fork_pos = fork_pose[:, :3, 3]  # (num_envs, 3)
-        spoon_pos = spoon_pose[:, :3, 3] 
-
-        # Tolerance for checking if objects are in target area
-        xy_tolerance = torch.tensor(
-            [0.08, 0.05], dtype=torch.float32, device=self.device
-        )
-        z_tolerance = 0.05
-
-        # Check if fork is in left target area
-        fork_target = self.fork_target_pos.unsqueeze(0).repeat(self.num_envs, 1)
-        fork_xy_diff = torch.abs(fork_pos[:, :2] - fork_target[:, :2])
-        fork_z_diff = torch.abs(fork_pos[:, 2] - fork_target[:, 2])
-        fork_in_target = torch.all(fork_xy_diff < xy_tolerance.unsqueeze(0), dim=1) & (
-            fork_z_diff < z_tolerance
-        )
-
-        # Check if spoon is in right target area
-        spoon_target = self.spoon_target_pos.unsqueeze(0).repeat(self.num_envs, 1)
-        spoon_xy_diff = torch.abs(spoon_pos[:, :2] - spoon_target[:, :2])
-        spoon_z_diff = torch.abs(spoon_pos[:, 2] - spoon_target[:, 2])
-        spoon_in_target = torch.all(
-            spoon_xy_diff < xy_tolerance.unsqueeze(0), dim=1
-        ) & (spoon_z_diff < z_tolerance)
-
-        # Check orientation: both fork and spoon should be oriented towards x-axis
-        fork_oriented = self._is_oriented_towards_x(fork_pose)
-        spoon_oriented = self._is_oriented_towards_x(spoon_pose)
-
-        # Both must be in their target areas and correctly oriented
-        success = fork_in_target & spoon_in_target & fork_oriented & spoon_oriented
-
-        return success
-
-    def _is_oriented_towards_x(self, pose: torch.Tensor) -> torch.Tensor:
-        # Extract x-axis from rotation matrix (first column, first 3 elements)
-        pose_rx = pose[:, :3, 0]  # (num_envs, 3)
-        world_x_axis = torch.tensor([1, 0, 0], dtype=pose.dtype, device=pose.device)
-
-        # Compute dot product for each batch element
-        dot_product = torch.sum(pose_rx * world_x_axis, dim=-1)  # (num_envs,)
-
-        # Clamp to avoid numerical issues with arccos
-        dot_product = torch.clamp(dot_product, -1.0, 1.0)
-
-        # Compute angle between object x-axis and world x-axis
-        angle = torch.arccos(dot_product)
-
-        # Angle difference should be less than pi/6
-        orientation_tolerance = torch.pi / 6
-        return angle < orientation_tolerance

From 738af8c8136f315e66540f93980b0c704e3324b7 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Sat, 27 Dec 2025 11:24:03 +0800
Subject: [PATCH 66/92] Enhance sucess condition

---
 configs/gym/stack_cups/gym_config.json        |  1 +
 .../tasks/tableware/match_object_container.py | 20 +++++++++----------
 .../envs/tasks/tableware/stack_blocks_two.py  |  4 ++--
 .../gym/envs/tasks/tableware/stack_cups.py    |  2 +-
 4 files changed, 13 insertions(+), 14 deletions(-)

diff --git a/configs/gym/stack_cups/gym_config.json b/configs/gym/stack_cups/gym_config.json
index 6bc0c791..61e5881d 100644
--- a/configs/gym/stack_cups/gym_config.json
+++ b/configs/gym/stack_cups/gym_config.json
@@ -392,3 +392,4 @@
     ]
 }
 
+
diff --git a/embodichain/lab/gym/envs/tasks/tableware/match_object_container.py b/embodichain/lab/gym/envs/tasks/tableware/match_object_container.py
index 903221b5..2af1d374 100644
--- a/embodichain/lab/gym/envs/tasks/tableware/match_object_container.py
+++ b/embodichain/lab/gym/envs/tasks/tableware/match_object_container.py
@@ -75,17 +75,15 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
         container_cube_pos = container_cube_pose[:, :3, 3]
         container_sphere_pos = container_sphere_pose[:, :3, 3]
 
-        container_cube_up = ~self._is_fall(container_cube_pose)
-        container_sphere_up = ~self._is_fall(container_sphere_pose)
+        container_cube_fallen = self._is_fall(container_cube_pose)
+        container_sphere_fallen = self._is_fall(container_sphere_pose)
 
         # Check if blocks are inside their matching containers
-        # Note: container_pos[:, 2] is the geometric center (center of mass) of the container
-        container_bottom_radius = 0.1067  # Bottom inner radius in meters
-        z_tolerance = 0.05  # Vertical tolerance for bottom check
-        container_height = 0.068  # Container height in meters
-        container_half_height = (
-            container_height / 2
-        )  # Half height for center-based calculation
+        # I got radius and height from the container_metal.obj file
+        container_bottom_radius = 0.1067  # Inner radius
+        z_tolerance = 0.05  # Vertical tolerance
+        container_height = 0.068  # Container height
+        container_half_height = container_height / 2
 
         # Check if blocks are in their matching containers
         cube_1_in_container = self._is_block_in_container(
@@ -123,8 +121,8 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
             & cube_2_in_container
             & sphere_1_in_container
             & sphere_2_in_container
-            & container_cube_up
-            & container_sphere_up
+            & ~container_cube_fallen
+            & ~container_sphere_fallen
         )
 
         return success
diff --git a/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py b/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
index 9e06dd21..065e96a7 100644
--- a/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
+++ b/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
@@ -50,8 +50,8 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
         try:
             block1 = self.sim.get_rigid_object("block_1")
             block2 = self.sim.get_rigid_object("block_2")
-        except:
-            logger.log_warning("Block1 or Block2 not found, returning False.")
+        except Exception as e:
+            logger.log_warning(f"Block1 or Block2 not found: {e}, returning False.")
             return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
 
         # Get poses
diff --git a/embodichain/lab/gym/envs/tasks/tableware/stack_cups.py b/embodichain/lab/gym/envs/tasks/tableware/stack_cups.py
index b025e3f0..99c3937d 100644
--- a/embodichain/lab/gym/envs/tasks/tableware/stack_cups.py
+++ b/embodichain/lab/gym/envs/tasks/tableware/stack_cups.py
@@ -62,7 +62,7 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
         cup1_pos = cup1_pose[:, :3, 3]  # (num_envs, 3)
         cup2_pos = cup2_pose[:, :3, 3]  # (num_envs, 3)
 
-        # Check if cups haven't fallen (orientation check)
+        # Check if cups haven't fallen
         cup1_fallen = self._is_fall(cup1_pose)
         cup2_fallen = self._is_fall(cup2_pose)
 

From ca1f37e51b65b9e8f66ebee6ac9a50e936552143 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Sat, 27 Dec 2025 11:24:03 +0800
Subject: [PATCH 67/92] Enhance sucess condition

---
 configs/gym/stack_cups/gym_config.json        |  1 +
 .../tasks/tableware/match_object_container.py | 20 +++++++++----------
 .../envs/tasks/tableware/stack_blocks_two.py  |  4 ++--
 .../gym/envs/tasks/tableware/stack_cups.py    |  2 +-
 4 files changed, 13 insertions(+), 14 deletions(-)

diff --git a/configs/gym/stack_cups/gym_config.json b/configs/gym/stack_cups/gym_config.json
index 6bc0c791..61e5881d 100644
--- a/configs/gym/stack_cups/gym_config.json
+++ b/configs/gym/stack_cups/gym_config.json
@@ -392,3 +392,4 @@
     ]
 }
 
+
diff --git a/embodichain/lab/gym/envs/tasks/tableware/match_object_container.py b/embodichain/lab/gym/envs/tasks/tableware/match_object_container.py
index 903221b5..2af1d374 100644
--- a/embodichain/lab/gym/envs/tasks/tableware/match_object_container.py
+++ b/embodichain/lab/gym/envs/tasks/tableware/match_object_container.py
@@ -75,17 +75,15 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
         container_cube_pos = container_cube_pose[:, :3, 3]
         container_sphere_pos = container_sphere_pose[:, :3, 3]
 
-        container_cube_up = ~self._is_fall(container_cube_pose)
-        container_sphere_up = ~self._is_fall(container_sphere_pose)
+        container_cube_fallen = self._is_fall(container_cube_pose)
+        container_sphere_fallen = self._is_fall(container_sphere_pose)
 
         # Check if blocks are inside their matching containers
-        # Note: container_pos[:, 2] is the geometric center (center of mass) of the container
-        container_bottom_radius = 0.1067  # Bottom inner radius in meters
-        z_tolerance = 0.05  # Vertical tolerance for bottom check
-        container_height = 0.068  # Container height in meters
-        container_half_height = (
-            container_height / 2
-        )  # Half height for center-based calculation
+        # I got radius and height from the container_metal.obj file
+        container_bottom_radius = 0.1067  # Inner radius
+        z_tolerance = 0.05  # Vertical tolerance
+        container_height = 0.068  # Container height
+        container_half_height = container_height / 2
 
         # Check if blocks are in their matching containers
         cube_1_in_container = self._is_block_in_container(
@@ -123,8 +121,8 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
             & cube_2_in_container
             & sphere_1_in_container
             & sphere_2_in_container
-            & container_cube_up
-            & container_sphere_up
+            & ~container_cube_fallen
+            & ~container_sphere_fallen
         )
 
         return success
diff --git a/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py b/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
index 9e06dd21..065e96a7 100644
--- a/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
+++ b/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
@@ -50,8 +50,8 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
         try:
             block1 = self.sim.get_rigid_object("block_1")
             block2 = self.sim.get_rigid_object("block_2")
-        except:
-            logger.log_warning("Block1 or Block2 not found, returning False.")
+        except Exception as e:
+            logger.log_warning(f"Block1 or Block2 not found: {e}, returning False.")
             return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
 
         # Get poses
diff --git a/embodichain/lab/gym/envs/tasks/tableware/stack_cups.py b/embodichain/lab/gym/envs/tasks/tableware/stack_cups.py
index b025e3f0..99c3937d 100644
--- a/embodichain/lab/gym/envs/tasks/tableware/stack_cups.py
+++ b/embodichain/lab/gym/envs/tasks/tableware/stack_cups.py
@@ -62,7 +62,7 @@ def is_task_success(self, **kwargs) -> torch.Tensor:
         cup1_pos = cup1_pose[:, :3, 3]  # (num_envs, 3)
         cup2_pos = cup2_pose[:, :3, 3]  # (num_envs, 3)
 
-        # Check if cups haven't fallen (orientation check)
+        # Check if cups haven't fallen
         cup1_fallen = self._is_fall(cup1_pose)
         cup2_fallen = self._is_fall(cup2_pose)
 

From 62026602ccaf739f6c49e83a580aff1ee0c8c4ba Mon Sep 17 00:00:00 2001
From: Jietao Chen <61959467+chase6305@users.noreply.github.com>
Date: Sat, 27 Dec 2025 17:59:32 +0800
Subject: [PATCH 68/92] Add workspace analyzer and user docs (#14)

Co-authored-by: Jietao Chen <chenjietao@dexforce.com>
Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
Co-authored-by: yuecideng <dengyueci@qq.com>
---
 .../workspace_analyzer/joint_workspace.jpg    |  Bin 0 -> 1100402 bytes
 .../workspace_analyzer/plane_workspace1.jpg   |  Bin 0 -> 641119 bytes
 .../workspace_analyzer/plane_workspace2.jpg   |  Bin 0 -> 494331 bytes
 .../workspace_analyzer/pose_workspace1.jpg    |  Bin 0 -> 670952 bytes
 .../workspace_analyzer/pose_workspace2.jpg    |  Bin 0 -> 488181 bytes
 .../features/workspace_analyzer/caches.md     |  212 ++
 .../features/workspace_analyzer/configs.md    |  648 +++++
 .../workspace_analyzer/constraints.md         |  415 ++++
 .../features/workspace_analyzer/index.rst     |   16 +
 .../features/workspace_analyzer/metrics.md    |  169 ++
 .../features/workspace_analyzer/samplers.md   |  156 ++
 .../workspace_analyzer/visualizers.md         |  146 ++
 .../workspace_analyzer/workspace_analyzer.md  |  230 ++
 docs/source/index.rst                         |    7 +
 docs/source/resources/roadmap.md              |    1 -
 embodichain/lab/sim/robots/dexforce_w1/cfg.py |   50 +-
 .../utility/workspace_analyzer/__init__.py    |   67 +
 .../workspace_analyzer/caches/__init__.py     |   31 +
 .../workspace_analyzer/caches/base_cache.py   |   76 +
 .../caches/cache_manager.py                   |  105 +
 .../workspace_analyzer/caches/cache_utils.py  |  277 +++
 .../workspace_analyzer/caches/disk_cache.py   |  197 ++
 .../workspace_analyzer/caches/memory_cache.py |   78 +
 .../workspace_analyzer/configs/__init__.py    |   52 +
 .../configs/cache_config.py                   |   41 +
 .../configs/dimension_constraint.py           |   45 +
 .../configs/metric_config.py                  |  114 +
 .../configs/sampling_config.py                |   81 +
 .../configs/visualization_config.py           |   96 +
 .../constraints/__init__.py                   |   24 +
 .../constraints/base_constraint.py            |  199 ++
 .../constraints/workspace_constraint.py       |  280 +++
 .../workspace_analyzer/metrics/__init__.py    |   35 +
 .../workspace_analyzer/metrics/base_metric.py |   83 +
 .../metrics/density_metric.py                 |  152 ++
 .../metrics/manipulability_metric.py          |  151 ++
 .../metrics/reachability_metric.py            |  137 ++
 .../workspace_analyzer/samplers/__init__.py   |   64 +
 .../samplers/base_sampler.py                  |  242 ++
 .../samplers/gaussian_sampler.py              |  265 ++
 .../samplers/halton_sampler.py                |  281 +++
 .../samplers/importance_sampler.py            |  274 +++
 .../samplers/iniform_sampler.py               |  169 ++
 .../samplers/lhs_sampler.py                   |  226 ++
 .../samplers/random_sampler.py                |  112 +
 .../samplers/sampler_factory.py               |  276 +++
 .../samplers/sobol_sampler.py                 |  216 ++
 .../visualizers/__init__.py                   |   56 +
 .../visualizers/axis_visualizer.py            |  478 ++++
 .../visualizers/base_visualizer.py            |  331 +++
 .../visualizers/point_cloud_visualizer.py     |  265 ++
 .../visualizers/sphere_visualizer.py          |  310 +++
 .../visualizers/visualizer_factory.py         |  274 +++
 .../visualizers/voxel_visualizer.py           |  342 +++
 .../workspace_analyzer/workspace_analyzer.py  | 2151 +++++++++++++++++
 embodichain/toolkits/urdf_assembly/sensor.py  |    8 +-
 .../analyze_cartesian_workspace.py            |   99 +
 .../analyze_joint_workspace.py                |   56 +
 .../analyze_plane_workspace.py                |  106 +
 tests/sim/utility/test_workspace_analyze.py   |  332 +++
 60 files changed, 11283 insertions(+), 21 deletions(-)
 create mode 100644 docs/source/_static/workspace_analyzer/joint_workspace.jpg
 create mode 100644 docs/source/_static/workspace_analyzer/plane_workspace1.jpg
 create mode 100644 docs/source/_static/workspace_analyzer/plane_workspace2.jpg
 create mode 100644 docs/source/_static/workspace_analyzer/pose_workspace1.jpg
 create mode 100644 docs/source/_static/workspace_analyzer/pose_workspace2.jpg
 create mode 100644 docs/source/features/workspace_analyzer/caches.md
 create mode 100644 docs/source/features/workspace_analyzer/configs.md
 create mode 100644 docs/source/features/workspace_analyzer/constraints.md
 create mode 100644 docs/source/features/workspace_analyzer/index.rst
 create mode 100644 docs/source/features/workspace_analyzer/metrics.md
 create mode 100644 docs/source/features/workspace_analyzer/samplers.md
 create mode 100644 docs/source/features/workspace_analyzer/visualizers.md
 create mode 100644 docs/source/features/workspace_analyzer/workspace_analyzer.md
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/__init__.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/caches/__init__.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/caches/base_cache.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/caches/cache_manager.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/caches/cache_utils.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/caches/disk_cache.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/caches/memory_cache.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/configs/__init__.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/configs/cache_config.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/configs/dimension_constraint.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/configs/metric_config.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/configs/sampling_config.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/configs/visualization_config.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/constraints/__init__.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/constraints/base_constraint.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/constraints/workspace_constraint.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/metrics/__init__.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/metrics/base_metric.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/metrics/density_metric.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/metrics/manipulability_metric.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/metrics/reachability_metric.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/samplers/__init__.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/samplers/base_sampler.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/samplers/gaussian_sampler.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/samplers/halton_sampler.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/samplers/importance_sampler.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/samplers/iniform_sampler.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/samplers/lhs_sampler.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/samplers/random_sampler.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/samplers/sampler_factory.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/samplers/sobol_sampler.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/visualizers/__init__.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/visualizers/axis_visualizer.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/visualizers/base_visualizer.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/visualizers/point_cloud_visualizer.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/visualizers/sphere_visualizer.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/visualizers/visualizer_factory.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/visualizers/voxel_visualizer.py
 create mode 100644 embodichain/lab/sim/utility/workspace_analyzer/workspace_analyzer.py
 create mode 100644 examples/sim/utility/workspace_analyzer/analyze_cartesian_workspace.py
 create mode 100644 examples/sim/utility/workspace_analyzer/analyze_joint_workspace.py
 create mode 100644 examples/sim/utility/workspace_analyzer/analyze_plane_workspace.py
 create mode 100644 tests/sim/utility/test_workspace_analyze.py

diff --git a/docs/source/_static/workspace_analyzer/joint_workspace.jpg b/docs/source/_static/workspace_analyzer/joint_workspace.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..130afba55873fd193481cbc15948b95dd109a295
GIT binary patch
literal 1100402
zcmeFZ2UJsA_b(a?7A#l*j|d`1Q9=wBnt&Juk={}$3FV+7Bp5J2Kv3Wuq#QwtNReKX
zkU)ZB5+JlAh$u)42}lAWAT5X}5R`tm=X~vc-~a!{8}GjH-Wd0~G6;*gH#=*tIoF)O
zIp<ngf4lx3w8!j<=@rn14It14;00PA-tgAc(9qQeZhghn!sxFHuRuWCd>RD8d;9ys
zjSY@CIHHeiegD^ge81*)&F|Lt-~UYmp1aWV{plc3H}t=`=l_bl{kpr~HQ<KNz|S#X
z;KPBzN&|gqkH7jV-}_hp>YxAK5A?s~58Pw(z3+>J8v_07Kwrh<U;0=7rGM>~@Avy3
z0Qa27-z0wjtncmnh<CbsqY%LFZNQH_$PWYu8G{VI^AG$DG@k+x=$se?+LZWD+SPOr
zs3H;s`bqFl+Oa$kNGbvZVt4$L_Rl%F<>u@5=i@d5?;CI20D)#HAkZ#H5NLlV2qcO5
z^BVB>-;C`Da7i8*mk;pr0Nn(+gN}eqLEfNiAT^+O7IYeP2Bftv1Q`P2{9kL|AM(HU
z1mM5d{{ZdXw%K)S_@)g%gEsEnuxamx^%o#Tfb$KTH+|Q{zqbt=H*J>KvUS^b$sNEA
zA$vd@Hf`D{v1#MxO`9YnK^yde>w7m#C~Y|d+Pd$O?Y8}H(uD0l|MpPkY`*N#r;-NG
zyLt}%bnuuu+~M)iXF28Lnp#(Vzi4P18rj(s1HxG+t|X-~FB>CJ?ghvj9)XdmByxF!
z|Lv3tz6x09+I7E(sF&wVqMxywxWlu+$14CM2W^n}FUJR5zP=Z<0T`IX_W?`p*t&7U
zE?{(^&3lz3&Rp7O>qhvzW&dvvrGL(U`h2U**{<%PqXuv!D(Q>t0ej-3<djq{|CqX_
z7UHU}|1&0Qo3e)CwQ$~XzjC93#><fnSFXF?izqBw7l3wd+5pVhroA8-==s|2b<n+$
zoLZW<{QNknVI4#YIqf-p<x_4U+rinn5am~bLO-&$4Sd??V^z+2>%S|`r&}m?DPb|I
zN$nr1qmsD9h0FoQ*N|>kSApK=niU;?&G37cj<tJ&-KvDsZCkJ+aqkI#S9S5B;?0RA
zQBTHDC3Yg=Gj5^g0nC8AL4>kZV)Abu-|Qzc5C68Jy}Gy0UwlYfL)+CdtE882(XC|3
z9?Kger{#}@mNMXWBN03&vDK5Bep-+8zG-L7r+juIlNrBC=vy`toHUntK~AMoglX8X
znAB7}KcAgx(6Z0W1}-i7Rg%!Ov7q3hk`h>9h8^;(`OJ!MNb`xYw~wx37mgJ<hP-_2
z7L|qYRNh4eV?J$;tPw4wl8Pge*~v=!I=~c_eO_D#<wX}NF41SzS0mp4CuyXzU;fsG
zbnQi6$Lyzdkk_xX@r84#M;BLS<|u1iUB7kER@b4qb<icLD=;zUgU9mr=l@A+CRCma
zzCJjPfVEbyGB&j+>Rg58wy%S9!={f?V4sO=im>@T^VilvsJbg*PqGyMgA#b?UNqTq
zji|m-T`zclKL5uEe$2rSJ@~N}e%ON_Ht~mF_~9G>zs3h=z6FFT8XoOTC_HjE!TfHV
z;#vWr-(~lS@49&A?-(WL*x45+jMqV<^$QQXJHDNVNewPZ25YQ?XfsFa-?~Ws2SqRX
zc_Vjh9i;Pk&9P(pimUE$ZV_c2lw%Q6<UhA2CDr(KEj%X<CaQilvvA<vzZ2qzKHr+J
zs&BsmOZ8i}S?rZwRfet1UIP$T?&sT~iuLo-^H>03y)zDbQlt1Elt8I_(WJIDzcVY(
zas|=tm6S>FI%xcnB39u%016vFuL3xcQfR%znAKa2{Eid<jWkkuS6*MuXD&TqG;57_
zf!G8ywO$9Ef4pomIlgjOF?wcILSHV7ANX+a<EgFxPEcrkKQ!qVmh~p=<oH7V90R;$
z7Pk1ISzv4pd;fU_7B&H%=w2(SiC+h~-TqI?C&jH&=9w#F*A_isEU9dQH5aiC>NtLZ
zs~ZGB(deON0G(Q2$rU?)2wdLr9i9FgsrlBobHPr7<LZj7I;+KZr(!~ra@T^+{67+!
z;kXlGK6xE9_d0<YpA+_c=v(MIs1wmeS+x&RSZnzFACxcs7j_>`(_VbjJlh_IQ~V+F
zA0q$Xc9mCD_Tv}sgb)QYu0~!gjEczn03`b*HRe!AU3gpy57ldL$E)OPDl0(sykQ80
z&B)CsEwWQ3X8TCHPj;^52T8mUK7BGP%#qI>+w}!nDJm5xrU#$0b5808Lx_#uPu`VG
zZNeXuIal6cwofwo;^xm5{eonh^z=w5SO_+6m)RWr?x_jNAOscs0>MXp{Dt6T3zoD~
zzOWBfF70uAqZwTk?v!s|nrT<}g!SUq;J;g`|Ci0y$K7>f<ElaMHVJEupzPLn7{q`x
zAr`Z=jK<c=x4j<Y==XRk@U$Vm5CxxppMLLbE2x5}XcJYP@ov??*VP&qikO(nJzeVB
zyf`-6Rfj+b+uTL5n6Rw{H->Hn^ahu6`%lIpw9RcA-j-B4c}{vc1#yB8&~UPH$J*LX
zl2kGt!&4{HE}FNi(8UtqlSLByD9B{$rKhOGlsy@nB(7Fw7$ldPg(yLxVi_w7P%35}
z^waG9TOck>q4DyGFTckh`A;wK!!i8RzyHtP{D))sfdzhGfgkYi-vHqc`1b?x|7(y3
z)GZq4XD0p;Fnp2vrn?T3%3azPd<F;{2am$uTIt0-Z|pt}WX~V3IS)=>K9_UM@5PA(
zovM55pvnK+>GasiM`76(>maq6g-R)v+#d<~A4Q2Dg_$44sUHQpA4SUlzYDcZ$5*d8
ze;GI(+eSsF#G>>USI=k0{ap6otw<!o&sU`3l}20!Xym$>@|c|W9D<418EUES10GW_
zaQW9db#%K!!uVW$d+xG{2r(F~J@jeW3+ocGDz5~QP)5E>*MXRP-datR&QOktN*S`$
zjojUwkUQ99_<7qX@m|VOJ<m8_Z`X{;;9}S{jwl;HIhvU=Ztp-Og}+7l*A7%&UCXcP
zXKCJZK;y$FU9$HzHGI9!Pv-gSh8ewOj!v_|EGd31WA$2XRRFFvh~+%+WWeRg;2~B&
z7SjLB6-=c<R8RII;pav4UOO;k0+&<4kHQHkrKF&nBu-Rv4HXo=E%DZ+w+UP078K%#
zA75|vgLfxHDw#s?-t?O_zZzkPEESTc4eKS>iy58*GKPjPJX8FGlAinU#aM#?jU3ti
zM)xDL^_Ot+je}@j^dSd{<AqomA>PEnEc(NZn0ThLr;-U8UR1otASq80x%1%WJ(nIG
z`Am4W^y-PQ%2M=|Z?8IEXo>N!hw7X7wWck3514Qri}Id$zVpDv>39^7+>a>Jf-yvP
zdKAWF!!CC6Z=3EV6!g7B2c>5B5tMp_z7ai{STm|KmSw%Ep&n-*kmPdJ#d&S|MRXr_
zI=dj?4o~ThW?x-<mrPIAwfVjk9rbU)OHu%eQJ=402lW^me(7)5_4wu+_O(`j>pEyY
zeaUqlG^LdP?URS%*|v4i@L2u3!|R~mi@(|LTL-Chtb^*>!kT?|15N8o`8}XT9C`o#
z{m`~^Kr{GG-t&X_Zxa%~Qw&=Nee4tMSO-N=H0sxWuOrNvhuD+G^*1gVUrV|_nwe84
zL#^^#eXtJlMLNi|C*z7lf)uCSHGU=uBd<I$y5`s(v#%GPbgIR{QktYn55;i?11oyb
z-aL&!bLaLX@}MufAL~G`=vRRpbk=v4Au5<DkV}ea6v9hYY%cz#tGgGL2bP3e%TD-M
z*F=m)b_KShXN{B3*VLX9#_8Pd>}Pdlm`$*=CDfSJk>RaAB?#}L#9`?#X3v!_hTnea
ztj`mWrAeC)W^KGF8~@@Dm#sR#TSmbr%jL4>c}&qCwg#9JZbZ-x(ZZ+@4>stDBBV+x
zTJ@KA$F`c72gYk`Q&Yus@|XqG9Wz=1T}0#G>dJJ!h^~GWjc4~W3&ul?kB0S^n9i<I
zl1qDo^SE^x8v2&*z1CgMpO&g^`owl|wViYANsL*s5oGC>Xa}gG^9lA4=JhGHwB*_#
zzj~h3iNO!4MWf@|;(Jaby>(e$nd1GewFhiNdowm&_Kc!y<rjxsnY7e547}Q0G=ugQ
zBYce#Y%$b{rY|u8J&K0@sHh4dH1M^H<(wHq==$aze755;f5AT)4I#d}#}#lGyzn9a
z0wJOpYQMD@?yTI9fnx56VCX*h^3WO*bUn6h(6%rQy;m;U221vLURudMO6d-&oe%{i
zHC=dAJs?qI@5JohNjmxLDm`QhW2p=+NKpap+!J}+mMp!e;!sd?Dof&{g&ks_n~8%#
zCt3JH=3L|LB#cs{n&3_08w<@NA0O{Y4;LZd`*dZvft4jO?z@Ms>q-|<)$~-3<vvbA
z{F-N}`{-=<wBGsSE6QT?)_9XXvD68jFXUCT;OpbN^SW}<OXnZ>mh{?@D82r7$2wDd
z24;BZb&&M{3pGajMqDG6Xxrh3q-ESnex(#*0|e4)k#}mJ<xs~`87oIL6Hd*yH6|^c
za@6mL*{XxNTFL90<VaecD4O(Nh1SO4wCK!0uT4@mNR)#-t>R}DRiSHnv{PV7PsTdP
zye|C{Qx@Xf-CglB!>$c#;mK^{)F%gTEWc-EOQSB0!X1i58q3KGG46JJWREO#x|@lk
zDHf}Ibs^wBNY<fe$Lgw$ogwpE?$fJ$r)4Z>*GB9~H&L1b8IC}UE~Zb2DvA%-lK0wQ
zY?RhCE!Q!~h|xlm{h_Iy5mRcTZ7C;@j(eQhvR72Z6f&;P=t`5hgSV$X4MS^+sQPcJ
z={4?~cES1!y^Hp7_lv$#wmxoj3GC4yiEVT*QtnBnn!mkVl_uCNabUoUV=fBnSr*@Y
zHJdcr@y-pSFYh{Y_^H05t(2Yor}3>2okxbA;}U*59ZzN)|7;ocEbR(=;MUs9{+OQ@
z7$}X`B`AdXN%-m}iI-Umr#?4~X`f#FZSt#~&D<%+L7m8u(cJTklopPH8&zZ(N~(3x
zNNI`whWI*_)LiRVnJ@FHoFhunv6+Gb6YF?W<?G?TSD(!K9Ju~H-qy36Zp%EM15m?!
z>~vN=*MFyH_3Ds&YwesV%iI%Nt8<$}H*;<o_pnsJ`@TjYJ|$Tnx{}l>IB~JdUg)ou
zz!j(s5Nqs35Ym>U?uBd}BVXPDlvXuqwl1~9^h%Ta@CSAVDx^KX0^%ht#1)4$L_93!
zc5)SN9_3+nYec;Lcxr9v?34uRNICW7&7v5Hhpfty(nXxb#<_vddaCoRHwvnP!Db%0
zI71SA|D#L+xZG+_3cPxYRu14XGzy*rtzpkCphd_7O=&C8wq5!^o=E7e?$y<Kh^rZ(
zCtpa?H^7-ei0yUZ3AT>JQ>5c3dza9<6zt@TU8?2*YW0@98+}A~roD}3$WuojD7TKQ
z7LbX@xfXgn$&y$4sTCT6>S@DP^*VY7d$UJw=9QIpS5R(tyt^rbN~R-`j@})ULKa{S
zYW-N}hbO!Sp1S(jd8j@n2DGwT?pxUDKYIV&%g@d9D4x_wZ&&bXjnjN}C!{wu>wP!7
zm7VX!_kA21-`uLNcx$P|z4an96&^Nlc&e-fEWoesu!+X&-bl*Gbm><psJ6vMeR2s0
zWKB%qLLb&bUdP(S-AV3sv2taGyqo!@M>lj5g}CcuGquI(M)^AE%^|zWQbor%ckHT5
z=xd$N7;2JhP`~05T49~K@f~)*C-{yIpgwySwbqW}Y*q|vZ+onR2G#jn-PS?b)lPSB
z5foqe0J!DARO32`0?^k%E~|v+&Gn|gP581EzunMKoOr0{HdOy%QtB(%_1msyL0Cb3
zv-#)VQCQ)OnS4>N{3I`+me{fmvgnWRlxyd8s4P-$T@}(aPN_1R?!i0H_~vtcgbZlc
z092Frk>82r!F#tPjqWeYA4{%lEnLYz)$n}KOE{jx@Ei1h(qVi|=T*Vnh)^Px<8S*_
zL1N699ZzbdZ%f+?%XKNQ7vNLXTx=(dZz7o*Z2cX@YMQdmT_~W=?k}e=Lx~hGKO!Qp
z7W9uQbcq;I6RL{cy+@{;jRuUo>bo(w<C9S}IEO;=QY7rkY_6F~CM}3#b|f<!Whh}$
zBmRkU<2N5(4?<QR_nVAm&FB08`tBgVZ|7-)A?|)4>NqkaU`|aXGf-1r!us5|64|C3
zdt-)8wz*-{=k7Ba(~25@4I3MLbt|FkCBPJ{p*;O7wST;)2=U<j$PN_j_#(@$A(h*T
zJIRMne5KORs;1C-tGUwi;b{j6c)IFo>qUdXNOaP0^abMST}PnKchkn^a9}m1`cK?i
zxfERnWuG}-qEt(E(ga%}o6!E#;Xm5P&)mDeU*Y%ufOB77HX9S3v9Lw?mDng;mfZaV
za@m)g8m3GGOPJ5hgebJ*ubhl*eM_qf>5MKvE!E6gs9~G<!m6}Q6>08R*^+5Ouh+-I
z_{Db~vp*>=JAFHMZQkB^(I7X{?>^CUoLq`_yht29k#v3pj>cPQwKx$CjrIt3Fqoa_
z-%SZGJEh><U5$gI5}~rmlck#H=lRm@Hg?)R0LJ>zp*6|a$*)v>eN*V#HQg_pDsy=m
zm7s0G_EglE7c&s`j#q^1pj@r|Dv{ouip`!-Q?t0ErT(KG)^boKdwch#0U5HUQT^jW
zD=%}581`ZyxGm%fcKVko?Us_pD^s4&dWC9VZLt-+?k~#D<|tE&YX#g(($#kqgR&P}
z_4er5h`6)+&|Z^oy)!3;P&zS1%`S#h0YSD|YRYW>=_IwTzgfze!|e-ymH%dMu$<i3
z&spf}p+^r&z3@%TuNd;Vx(olQY@%x&6n=0;HEga1SGIcf?r=86=OgmtrDczpNdWm9
zelADpv9ROuWvHW4h;A4%$9OKWTiq5pV9sQIs?#vVR*2ArrM}su;&ZcL98!QxRZv-Z
zPx<h|q(k_#mEP_4<u9zaI1N5j@GjfZI+QaRY1^ANSu9Us+jILFS{|O6RYGA1kw^4=
z=DOb)jeX~=!b7G;2x$Y)GRj9~&ize<tt&QPU;I?_8g}Wo7o?WkYqBt-t+1B;D-gl2
z<NBIcB{L24AW2RmTLrh2Eh{f|!S@W?MY0RGqvi2fWymG<u$8=ZPy;9Zh1U25*1p&{
z#QBsnuRj4$qTAl034=w<3yj7vA#B<qOK0`?;{{Q9dd6tJK1S-v;JAmexgYO%qlbzS
zyzD>>L@lehl<tfY2rb2CB-x&WC=|q?bMEUF-aXV6KBPj@SXj>Ea^egcALCl?q||DA
z{SwkU&9sl2EXgj^RAnNas1hwX@0NHY7WvI~e{dK*9I}vRq@K315l<p|?jLiso==z+
z`h-B%AVb+DQrTl+T~C+dLrOy*0DE+jkAAa18xtr${*pXNyI$98d_1U96uzllT`He0
z&*E~BeT0)pQd+Oos6HB_!9sTE8LopitA9g|0~WrW+Pn_hV0G(T?h1D$?A`5^aeB|V
z+7u-(k8*sNf|H##a&8Had52Aoxem{_vOk`b5y|7N8sb7}9}q6n?h-PZ>M|;d&TP+J
z#+QC!(2V>T=w62m6h;h{VGQ_jCWUb_1}@|hlJ`(&Jvpd+73vFCouEm&;Hc)MmOoYS
zcJF|!CH;~u#IHWEjeV1}r4e+<-n~O{rR%Ft56o~3)*`h6q3wl_++F5vw^Y`l`NLXv
zd%@}Wt$h?Q$(v$&b`)=1WfK{qun(u&x;?b$%sh{!#=05S0%-3Q*uV&~qgh#}A>iFL
zqxVvJp(~;OHys!iy0nE-f6a=8iFZmZnVRgn{G@JHn7KLPBRS<1{F#F&F~d$ooy>v|
z**l<|ko;dJoPWkm^Zhr_#=H)hxATubjg8zm(S(uFntdL`@mC(t#-r}j3IphrVsMw$
zD&z)>Ry}u;v<}*ShQt;Y)74iFs8e$M#)Hb{Z-$oSdfi@?r-rrcS%Kh02T5MJ==*AQ
z!)OCqkbYZ??k&<U2XIpw_oPdYuKAVK2u*?QY1blc*KBf!9L;US>NQKe7~kyPg9PMC
z<`^F%fiKQC%Ah$P7Hb+_zHc}`quWZ2WDj>5B#eV?ZQ%oTNs-!{QE;N3zqDmqmJx%I
z?|S94O;GaLHfOx1a;=Dk83@Wq-S2hd>8PEJoUTH9w4DIe8XFZ^h3><VGi_icQ0<s4
zNo_C3eM|CLeG=raC~o;`d7HU4Dxf?ci}8=|6`5&eVplK6#&P6jk%->M+AHko<`oM-
znxTdp`AcfvE$wqlC7!FhRbegrRv=&}b1T0oTd>*H)I7ORtGOHWdT&NLjhsZmYTRp6
zn%9`!i?SfaWXL5>D|jKrH!n2$(EyX9_qn{_b~k^n)$Yk>d|J5thum|<7@3n52umAo
zR4h0khn6yiqvGV?eN=J~ElPGoO$oO$rFl4s*4=Jb+z-`Ol|z5%eCBwGP!!aXG%Qcp
zeF%3L_40S+Z5!zvK`^lsS&Et3bO1D}deSE&be!}_yG@S<?akIH)tFwWuy&cJe`>SG
zRlogY7cDCGVNb0pynx&H&B&IJbn$%I;Eeqae1x_v1J;;R;GQx5raX1!<V)A&0smUP
zQU-)mps3d-$!DL$&O42)gGv}#4?<%VzbWN5P}V_u?NlK70&Z7aIJGt|@8Pf#0^4a8
ztKdTN$wt$)bahiF1}f`cGj77mr?1^Bn^Zv{iX4N-k=<c~NQ5wx7Mz;9b_O2xcx^7B
z?e!@waP}|Vrz_+`(|L9>$W_B#PX^!$B<!|gOS#7-r`S`YOZFl-NB26n-hw+NS2Dl~
zDD^{YQY1a`Jsuhh8C=1o5={~(Lfy}|<Kk-lvO&`!e;S#>s3hm)l-S<kGm!l(Xb*eZ
zM37O*M_^pfn)Ob;A?V>lQmbzL+B9|wdFGFsRk^d#P{GXJC55o}QDKs~D>J%9t5x9k
z{i|1E!!HC3f4aAlSKq*$#F%^Mji;7S8H{3FYErs<%GfvG0+KlDty^BLTp}fhV2UR{
z7ZLbMObIB~bY&Qsp>^PvI}SxKK(<M^ANqvgreR7w)^tZSlQ%NRaZATViEU@Qyl94e
zX_oc5hi2lsf-g&uIL)f7<fL>m7>6%QDVaP}X;r{h8@UMDVTpI&<y;r3>8WaI1g*ka
z$Q}69YD8R2MXVnCV*tfkz`VH-n7$6W(i|?ojB(gsRtLLc|EB_Hh9FzU*;K?N(PCcn
zwYN_#Ph@8U7o>N^8kXm8N0_1Q!^86~>6llH%zgXCL9|PGFncK{oUT!CH+pm>XRNry
zt-jb<n}xE-K2Dj0-1}V>#U`;C+kYvbA`4P_-novgdRFP*s75nBDyty{3=MnPJ*+ye
ztauj!Wl6F^=vl)BNH#ZVMC$C)237Z-)Q!zYd-)TPR~(+ef4bWW<0b5rP3b?C!U|4r
z-L)9tUgr3&H?Ts8F9qtFb+{ew-0^GOFWV3S`Q1SAbJLA-v2S@VZpVvrCyN1i{g|?h
zAGd*Z5jqujAkPGaOBFW-N>@VbYDdq(3qw(qiEEB)HYbLNK9m9)V?2Ofgd0}nUsn7;
z(H4d*Owh9OsUaG)t^$(AE5=n?q^7yM#*AH;6ZjypB{szC=C$ZWLs+EgALH%RFM!`d
zWWheVDrQIKv}a!_$u{ahy)8W{C>3{9V5l@ky#B4=F3Km(RDEr){AZZ5-r$&J?nfR6
z-7?;(O@V6b#ii@!d?nA%(oP|Rr*)}ZRtUoSeD5=O^6~6>#7QJI`k{#^6>xdTHho9;
zrKo*edxV9M*@m<|H;a2)f7UFl=<(`}wbrtq?#`(DJb$v`UE2AuIo%P(BIRmea4V-7
z(@ujdzXa$0$K{x`z?#}iue^z<XIPfTvUIx>!|G{%meH<_syHf@Zx1IwmXXo;n5N&H
zY4$Ytn^IXr;rDf244l(Sw$C~N_*sqmm576Hzby6$%D%eYv`f12G{Z|-Aoi|uI%EL#
zm(kSJ$a`uL6Du~i<UPIE%yBhRcJ>Rn;$_p+Ql6z}(q^s&J%gjw#@LJOuQPS*$o3Ay
zmXiTX$fU#(a-{U|*suXyA^0KZ1}^2)=_Wmhxys$wfLpy5%^2)691qI0WuNjQU0qrS
zjlFg9P%PXA*wbsDX|~&~^~LaH6B84_n8qZV{<?2VOp@szpo8b+C4oC!KbM$B`VFFr
z=1DdTQ@{JiNZ1_)zv`;&OUXBdOP?-EEK1sTKGfHLbsMQPs0XYH&l`}_Zy`Oy7~6>A
z%r%pfUsLfYP{I8rv&d>o=PRu;5Im3Tq>3kcMqVr-@=*2}q$*!EyAXF<qLuwt)m&Tw
z>l6|UgQFbU%zZ96E1@iSO1&F}w*bIS`3~59KIYHWbS!BRU+-4nt%KS|np4+7U6sHT
z15oDooV&Pu-gfJ?^b3U0U$$>fSUFq1VYA7nZT)+jfK75Lkk4$5-OgL}#6cCB$fg}B
zg-Pd!HC~lc-ImB;^FpKfJ5v;L2)9$&)9`xf@r$tRZ1>spnW2EpMy=IL*7#yp`MW&U
zGmNEQ>C-MI^N{+fUak%DLiZ(}?HOB)kr-KA(cNWR1O1o}Y3ToCQH`$<PAaNtaqYx#
zc@}VCz(9d!q`RNsX2#%jYhPY=d+1B>s?ZZlBXPd>$v9QOj;@0MbqoNoSboeIY;1NE
zI5@auOWvl30gGHg^Taa%j?1m6!scp3x%JC2elf7Hk4}W_?y!Wiq39CE$G6O{x?<GJ
zDO+<tIxgAQCsX=4l6}YBeeA=R&}Syy-AdA_ts(B{)#fB*lyp?X0DMnbTOU$pd%pL3
z`^(sV0yIL~mtBRHW+C&yLN6k&>g*s2lJBE$Aq4M+r$B#Z|IYK6EJJ48_@K&UA$md8
zMs!Ojp8&ZX#Fp+bYB`s-gtuT3>zPqEduf?0PGgYsHR6Fg&ieHT*p2Q3<5)U->zgEw
z&KYO@8$kRZx#_@T{!Z+-5*D`h-G!C;RcU8HM3~Q|?#%}SbC#&PHHHO*tw~u!$(4c_
z*`zD6M-ua{Y~TD~e-mtFPwx=o%-W1DIqaM1T<mJhI;iU9O6YCfTpJ3!+wl{TW5stb
z#<i53_;N=<GeqJ7wbs`8FujzQmMT&eP1nD~PTTJw{$^LJZcZtEU}M|IfUqk3eJAaU
zHQw`;!t!No{-Bu01k<u#2Im?n)`->d-66O?e4nVr#E?R^--gC;UQSP7CdhxSFR^f0
z<?gil;!b!k*r7cIu%CMKt?1^7iTc?{nB-VzW4vFty;e+WE3efrN&bU@>Ou1|1hofA
z-?xdbycGBr@w@89py-Ta=LFnLKA^~3zqx38kn78`(XX}8t#SB*jIkiac35G+xHq|?
zr`LuwR1jlisR`u{+Kk{PFYpmKi(eVJ?ZIPe_SHIdXERjsdZfe8u&Rgde4X-3(>>-A
zRa_63#Gu@LPxa!0IjsQ&oIwDxpi5=%w6$j>J^QxNM{u<ZRVLHF_u^i@Lo5pAW^=hF
zGsH4v6G&$BaJryH)hp?ejbvzg#{9j`0h_72ufc#>5evSveP%80QL3q*6R`Pymr5YF
zYe|=~l5gEWw@}OTn}XlLb6QomK5`P8H~A=y=2ckG<y95%V7Jh@HVrnGN8W2QVooKS
zGwVMax<(qW1!f}>);4AhuY<0xgM9QWS0?*v?a>gI8Z54rkrTie2zb`3*6rwgB?G5#
z?ZtUpCJ4!lCC1RHPY3;{@h#oX#<%V;hTJQiJ_eo|X67OsZ#6<W?kJ>IlcO|siG)D*
zo@OhAkoSxvPX_0t*l+Ge^5?a<j+RD7dNNW<YCSRjddRdlNx759Vb1mCz!D6H43wW;
zvDeI3T+Han+WkebFcHvEkIz&vd>u3}g=jz~Ck8>=K2sfRO}FWuhMGnkCMhecC@Z-u
zdrH=Pw@UlJVFZxF75$6CQcnoAhb#iCRw=e$$#vs_O$ce3b}^FpF=xXEbuE7oW1<Eq
zLEC~ThpfkUSzmD}U@(>hx`a#f`5H4wU_<s{T974)BY9of`+@_0H;;dz>_$d<YLYMo
zsA?8aXl+iKk;4o8ji=f*ZyRN_$0|QX?L6J`mUK0{1@jA?R(K<a{jo$}9f%aS9?)%W
zQo={M3vr4Syt?ba!3ondOVg{#uGzUOQT`NKb#LI1%H8b=UFJZ9sQnEYHXg)>Ej8&h
ztu=-9kA$jLt=W_fA-Ujw`wQZOmgcG<PkN6pGH1CFb>cHp?Dhmgi@o^+s40bJeu|cD
z!B>7}j<A}m&w^vFQU$8GUmS>?QLe%4r^#>zwIy2jut5)B&tIe1&Hs&#*t#aUvRfR_
zKi$}n@yMgRe=mhfBtqJ|3WgjFSGJ3EGcMa#IA0va?Rs6}&P@~T^{(Rb;hjCU_Ib1z
zMtTezaKcVYhaQcYTF*aHEdB2H9JBYdLBEyMV$+5K?S~W#Vqv4(LS@8Y)oVF|{L!tG
zla0_>*UT0wK~OO4xRbl<koZ)-`As&(5sTNDN}kqb>Yyy5u}{CVjDgQ-%=gdp`BFUH
zC<nKA6TgSOxj{|JyO`aU6DiPUd2~`#X9U$89uD7rgs|A~6uGL(8&z-bt|Y5cQ`vSH
zM@k7LIEk7Bzs^DcVVqvubMptf>>f$kynvXP9RrpH19z$%23go;R$C^t%)S;|jhI~E
zUn{`Jw4x;3p?b+gt8R6SHG!w%R!y30zL3GPT(z{c|Dyd5osDjPrkL2FpVAo{Ci+6z
zUle+O@S9ToUqFNk^ERFPeeFxZ)1|L3S5B?$85{x*3uR9s7uG?2;C8j;FwueLag`yq
zT0tZ`lU_(RN79`{($o5{N9%h+*^K+iWI+dWU)eX(4wh@Cz_^-lL6kZmOReq6^{;Dn
z;coYY%^d5YOWxFNQ@`(SvD~IH&Qn3^Tj?{SI!SyzYpbch#PTN`ag4RyxmJ?g8WxoH
z8)NFH)t`NG6TS`wQq)iZnHA^7hfqv4Eg(f^+Hx2>;Mq~v8JaHeN+~h36MA83lPx$;
z(S&G_R7%1Sk!AW;!}4~DfU4?zLwr~VRrgSTt6xjEB3uKO9|NYJtxU9hW+BqWUxGIY
zEu5i1fj#69BDA_o=p9@a-xb0|Tchl{9K06_9g7!(vu%SoSk*g);$oKS`{gu!m}`L;
zDvDWdYJ0N$s+gFnK;&G3ucC!`FC)m7{EW-`Hq0VYDhh?Lw2F38xl~+C@hYyI-S-b)
zzSc_ryx4P<ZFmAW#-Ft%Wb~wEduHK$sK@sda6`W4j%zu=RXp1#s<?h1z&W77*w&BT
z%1e=y%gN<j5e-YVsgQ(oGNQm-^A3&3>(H=-b<j{ykR^P&<_k}}z2IU1El8&=K)UfT
z-^efpVszypHq6wjN!d`G;&wdae(I{A*#U0?uh*7KIgL|99ko_BqhzBXno`=x<&!c=
ztv<X8Ym))PS2sz!FAPA{z3Hk1={F=7t`BV+p?T1<;WtT~(185N)DmTuk;B2s8RO|n
znSR?f=Xo<VYDCSPHqGZPhhm3EeT!+7fDemF_N&L5rz#d~7P%fsb(ihV`V6u4wpE3_
zYc_#HE^Lv)Iw&yCOn{{dXlTU`gId%aLUcAZm2YZoTPO&vx?B^D9N16Xt!<%DO4wfH
zHlE3XjqVDS0qtL#k)v$@J$!wEut$<ov`@npRJ`%xag)stHZ_kQvUNq-ZKD!)7Z==r
zGAwYnCY6NfQdRo!>mbkb-8<pblccDAb5%o)=Pype5qIS8lfAX3+P*T%E@Qm>r%Ozo
zFf^`~FunwJR9osJ^g=RYOr|ci4E;2)gdbB2@ATU@ddc*Tk4056RiA{tJj;DI7EAe?
z>;LWpr_L<yjQL>ZL|HKt5;r7t*8VwU$sI>?(YedaNJvRi|9jIT)NK(Go_{zY>BsV)
zkTyr2jE{htw!+t7VNuF>8hO#U9ZE!b6qb62(?+dd#rx}<G+kq|G+$8&WAnO+X&2&?
z3P``?e(JkfIb?<mFKc_gF_%mkAikjQN+9hlPs0@75gjz+F7*dz`@ad%DGoZNoRN|y
zxSEZeH2j1@pvaZ>T?bI6jtDafRn_yb#!MwQE3ed`%ie?$xe+T85?+c9=0qnBbKk@5
zn1Bnc|H}me=0r~Ek@IWEO(%go*2|hJ6RYxoug;Bxtp(D7^M0k)S*{=LWm5ih2pIvi
z1i&F+$8+7bTc6Nja(?CbBhC$H7g;4}TAVH7Yk);A?wnxCej7fdOwZUZ3Z~cERL5!O
zC#9~E_Wn{WfCgkv^-N9cyQj2Sl8BnS$g8AJ_X`Qt#FioBVyJd7hQ*n=SyeYZZtXHL
zBkOL{r;<^beIYz^%85#*<drc>h-n85_;TEW*A%!HM3pAAgtSsg6jpZ+wR5mD%3b>a
z?V;smu_oegcBuDH_h9pKrl6(`ybelF!D){w7Iwo%w}i?{arr%f0Do1#oZ2(%Ji1lW
zfeLp<?@1sR+%eU5M7#YV>b~4$kV!EVTWv-l>ZSssSMtjmiily8i~M8C&c`SKaD^K@
zi!Yief26Mp2C!=q++=G)yQ6hI<|Y(|BG6D&l^X*lQL#+f<vShcSMRj?SB6GDvl}tu
z*kNOdDJVXRrHSldP4~|VGI#^`1+8aKsr9IPS1ns0>KdrL<qpJrKSQIm!q(Z`s==wK
zun1*{ihma9X^XP0N4DwFg+Ts^Q+1}X#|IKN@kNvZ$P$+L(*6*ny=NVC5FZi+GxC77
z$gDupjr0=yI_xzDFh)!E3LnCBFh=IvLqw?a4QT}zgNk_FNW_6dsux3|(@*qcv6jG5
z+GNddNT}(>@g9oA<zqx&`>bsys;4DWYh{y_)H%s{$@f){Y`ncPr7;5W?P44@qF6YE
zrdilliPPFH4&;a_JYxJK10P+ve!A&(Kcol+zWUnL9oJpjrWR9!n>M5CUp{%%VG@&R
z8Mlh&3+Qawf%bxFpR2!f%h}W0iYr%xh0NpOz20TT<l-{KHt$w2yU%m7*ef%bVWekL
zf3^jP>DzNH=~&<kXqt1&6?K6W<oOWe^Vn||m0$KQod&RK3upy8t$9E$IOndbt1PVt
z&reCsLCoo{;$(<WUbWSLrl^_pNh@al!hiz2FEpG@&gOO3*oZhXKb8F%e1H`{&C!fq
z;HcMDw~F@i5IkwR?EY@vHr1TOOG!t*EH+kiqxJ~;?;?LLDAF?<ao$;;81qZ?o}t@x
z)b7e?3>Ax{-%%lxqeZf_nWWb?t~jvj0R+n0IQT1=>X~(8p*w9$q_QNouh5-zAaV6H
znM}GGpWR~oI5;PAOMG?@HFd=5!gV0j_zSpgft(K8o6C1LKJ(6D)pkk!=yzSr_cFhh
zi_QY$%r3bqSN$Q_VEZd_B;$;Vfrl!ZmwaR+2@Kx+pmy-f(#jeCRqo<d-udBPbm$`4
zi$)I)e;xY4TK8l{roJGGDJ-EM*kRdm8Qu?O%%iBpm{vsc@Q?`&$3h~szR%Cfhbd-j
za*w3*#WpTabl><32K|X0OB4xhQ3&|Jrkf6`UT^FA(}Q!e?CPDpSyhGxe512C1@{W7
zOL31KTUxjwDhvNYBj2vV)$mnl9`8K!T%#w&9r=cwg8Y~&A3$$HYKcvX&566X+`q%s
zw$-$0K%-?q`5C!l`^GzIZ*q5iSu*Ve3~J;6F~sPJpJ4S8#uCeM8Ne;KgnD3^Arj<f
zRB`SuByQKKn}Ft&vbg7N+C?1>n4x-0bviPqcX8+Z*`25%*k{A~$n(w1H6ozs<un2t
zDyUo$fr&emr;U885&fbvdx&dyU&*w#nVvGV?!&ZuZAP<?9nZ1EvF>e&2G=Jb@T9ai
zc9d4f>GSm!t+M+F-JE-h{zU--XLhaaWx&MMzKiQ|C=AL-*0;if2SSKGHr?mNG6v}}
za`uA=Ui=xSkz`qM&jCp8-!lShEr1rg@;t;&ifaJEY5%gM5%xYBCK<LegQl#59CFXq
zzb#vdmO1!m1Whk?#K#BY#{12!>x$H0t@&0mpPDtMXr2PAbg6=IIq4Lf;;mm(9r50k
z@CdNs+(VhDa;l7&Ic=9gjH#y4AcNktg$jm|C>obrT<UDdXSv$Nc*IpfIba9P)?aG)
z#H+J{`vXdZ;K;TUmu{D*bUA`m>47mzkj&!~1JtOQuUBRYzj=B`)h&yOTGiJUfD}!H
z;{dsUQ9S@r8LaC4yAXkx<AVQVAm&&>eFM@`A)#lM06Y9XI_xjT^o)-!z6@(LBG`l_
zpZSKQl4^9mQVk9f$jK?b9+}kJ^ba*mX++7D=>D5q>=c67yjDqsN)Vnw&Q@C^e5$tf
z@y$qYLLI>Kt!q(URou<pUCy@fR2+IqHTp1qCMZU3bMLC9CM1^d%+S_sL<6XX_mvu<
z2sHy>m6As`s_$rQfn!lQ3jnZOE{~DXeUZ-|uoRbRG2w`_4exeB)ikXJ+@a<(>B=y!
zMQC-H`+;%OgjXJ7`-N;mLKh=pC10_jZpbDEZFNT!sEBrg+b}Hrh>3=lbRf*Xy%2|g
z61;~IkrH{XE>*aL;AuvMt=ZHMA*@7we!0QP^vx2oRqAbms1NreYF@?>QeL)9pgBlM
zl;mcq_ADV|r){>YyGmi9jAmsaHIUK#3HftsMuZ)TDg|?qE5W}wp3;)R_Uvi$i_Z_U
z;oRIr#B=){7$nj~?;Lu?TM~`f5<%U0E+wB<A<&5R=j@X(WDX}%aRmR@Mb>Pg^*@-B
z%03QL%H_KXj3+)N%tiu<o92D9!f^(jAU(a6CJRJCDOk6Z^L$;GAk(g68eJg^4!cj1
zB*rtmgZm9o7GcQ%EKekbRreG}+*g0?a_hdtrPGQ24v@2#z!%}+2C2qoNaJxZvAP!r
zVU4YZRN6b83gn1dS;P=?MsJU^+E>*Plr!QMy@ZBBl<{?JQFdal7CMbqGAR|w$QO}k
zr8;?7bjyjUz1R|l!IWVSj=AcKO%`lAiL^h<jXN3#n+Y-6VOEUhO{?}gUd~YNR;&G&
zWMWbC2lb_rWs}vPfbv?|5Lz@T^vYQxeZ{pPtXkz$#y8EJW7V+t^p^KLz!ZmgABlR4
z-Z#r7XBq79(O_{EM|Z8sYyknO>|<2$cKPJ-z3Aks$?X@rjLed@C5LYSZw@cIxA=z^
znLC0DQiCSbC3qUca)g%+(UnmH7#}4T6-3$%PD@OYrdn1>93Os2$+EFjAC<8>m!U-!
zF8u~yg2)xSzwa&QCb3&!!ySk;L-BDs*?~eey{-MH2QXQM34J1AvsKGVbN}E)A?&*i
z(^?0864UO6jqV>myaxMXHas~v8v&DC08>j8#@WS|npd+e)eDnW-q{c=?u5>|$!VII
zWqid<nQ@bH3HxBDbK50ZX`W8O_dN;Q(Qk`4(&D7~bzS%-F5UAMbm`)h%!XbtPzRY2
zpZ@HOz;o+VS2Z{N{I=rL17ropWEABWAi#}#l`<+Ygd!vM(~?*_+KDMuG>OEC6hgd_
zD(nH3B-)38j4FX=+1~@$r_t??wj>+EX!Xp5E<T`cFiAmpVz0i~+AQZrR?WC_Rb899
zcbz;`d5OZj=FfYMbsyIiDd4x`)3V`7LMyO_)FQz7>0^gOaEX`0rH)m--1hUO%?dI{
z!nJfp=5orrkWsWxakknHF?Lx7A>$4j{^AWxPFl%iase$-Zbv})yCryAPeJxu+_<H8
z6-M=R+xax<MwAaPMhWihueE6kdx~0wy3nM@U~_49t(K;0<q9X6(F$h!Qk3UTl0!Z;
zPidC{@if4PVq#nUpUY+e)*`<G<{k4JNBKu8D;p=>9ocS{#^*{G7KFo*`wDb_PfSrr
zx*GPq6j<0N1sM3Tq6tK-=ZV#qLDe%vB^Afxxyy&d+iyk|DUE6zB)EAR@YwxkVLE1l
z-dv+Y8`#qeV^Fbw51$sE8ehQaQTqxhG~x6Jq4Nx!T*t7LzR5t(SPVrV&9tkhk(hmS
zUaC-+EX~(^`o6^`gJ$n)_}i(6HU~>f+?y3n5zkUEgh-~*5$T2$+STFEGEp++Z_+6%
z|C6f@QQ7p-`P+9^@_icExq_wmAkl*U0;bsG-G@M(%&*jer0!|rM8xugDsHgC<$N2r
zD^h!n7l8zy-hHC!_&f53)W+ByAL_L;;Yk$C^(~2G56lMr=)9!v?F1fEKE!0_*}30W
z-pdox^hdYoQ{;oxG@_hcyAe-9W(dCuCxi1FBp>hOaLUP<*cUY!X@|{A`y&eKIK@>C
zv)o~CO>Ak2`BgIg<zs4z*PuBIXF@F_GBt|GwEWJw51QhHJNTN#B%r+aw<z`6?7>z0
z3tX779e@fCt$+sz>_;877ShAqh%_B&+X6-s9e#<>>wi@a3ra+elo)ziPys~sGf=k$
zc8#RLmO{l=+Uub16Ya1CNJ9JW{8K40(S0W~{-BXf$d*Ud*dvU5D>#!Y=dSU*rysvD
zn|U^z+lSx2YyLRo_B=E-cDnl<c7T|2-cFdZ^DOhul-VAxWKsn!B%aJ0)jLH`oQkNN
zD*LaD@d~Wv@Cw*8;cGDeEFs5q?!lF7>IF};$9~@V@pfkJ_o(?~<%rtcpq<8)Il`Mc
z4s0=tK17fNqvZ{lCUDuvjVa0(!K$10Y&)9JuG?qq>^gJC>uSCrib|XE;zbLkhx@Li
z;(97NhcSkhwzO=b)cI8d0X$MSv0LqF&w^I|2hLPHiQKot7JksP679Z!8&-l}^Tp6K
zs?#N?SNfqEXZSVze+Dq2f30ioP9TEN{)UK9?)Z9#HvmC*f<9DexBkjL1P2QKr#TUO
zM8WdtebFWaC>7`4`CHg`UMxwZvK#?xTS)nos_QYGmgJgF!b|fw8P7!di$Q5<h((cZ
zcif|%$PJ4x5a(5#$aG6}A{~5+Id?!3F%JnbAyhcx0SK9pilu>R`X5v?3NlC^WVyNc
zm^8Yx`wQLFB(?}iJ{XF<A9O^|A|{1h09sqf-hm*RY?LEbz)iP_hW;z3p=iBmxDJX`
z8O%i&g{|xxS6trT)OO<g9x^=99GRT8z_&)8M;^NAi^u}!B&X2L(DP`F!JY`J7l6T)
zw!?e!l9OQC4HbuDZXlUwxy~UcQ7Em{#3if^Z5;FULUxfJV*dWFv&k9JwH(}OS{k>@
zxzqd6H+YV7Q?i}LtiAa~J|q`OI-eKKN7y-FpS0qi2uqbUHT8GE6Jr9>P&OjPzhlUn
zuvzBc)^F9q!=>|zvyowv&yk*wIzo`s_B=V{GixB2;icj98#?ikh=~eY8@u<DSPSqA
zjtLa(W_tWr09@YrOg?tZZwe)&@@t}wa=U@)F%U@Z*oP$0thHj6-kX|ST2R3IZgX?x
zqXkd2FG8eaI7S+Fi)bSwRp}UOhO+?<EIZPc=Ddqn@vx{&E@&CgZF4n8`JxnXxV@+w
zg>-Tr3V)O*X^wvf7EuQnfON7b4Db6=XfGkDN&rE)G(p|f|B*(#yvPOCZ`raMkWDKJ
zeK5X~53I?Q<5CyIm&d>7Iv?!YeI@27;lYPX`?ei7T*>cfc${w)Ry{_ZG~<R#0lq|D
z)q!x4R9LvF<l-&}{RQv^q2^eEDS|GsMi6VHq=c^W@}UU6j?J<eqq0k~!e+-Oy2k+O
zXi9u>`LKB#LR*Zw<Vp4#uyNO5XrH;|9eJT8-8UvKLuq%u#hsH{$r>2}hEQlcE1E_#
zPvB9PD&B=C*RhVoZ-*@UDKhxYQqS+KeFO4GKDIep&hax}9xmx7%tiqSD@pK9et}O)
z?GbwG>L|9u1%MT#ruNi-G&XZ0o;*)ZERY^{^v~N9xtCzRW|KDLiguN*5%aB9HP!h(
z4*@YMLlIAMDr8Bgt|+VTNfmCcoQpBERPwHjfXs!H3j!G74EmOoD13|Oh2eL*cu2V>
z(oTdHcfj0=THY$&9-)y32phvlMwCZetoGc`><-|xeCR}VYu~KZ_x5FF?1-!E$9hqz
z4Dj}A@A87j@p)zBqRO)oasoNk1UF6p($t~n?qOUDk45}yT0DEpU(pMZ`?Pu;gm@4d
z5Bt-40)>Z<%X}RG@hi8(>esNaLtkuX{^UPEfsh7ZeU1>FY3q};G8j})q*6q!=<A9<
zJ9k5QHxsA~Zicd`l9I5joSb4yWlYK|D(flA8+$<Ym<u#O$lrx`X47)2I0q)w=7~Lm
zD4LA*?ru9<KEf&8Fg2JK90Q3n$2Dy1#2*8@bB7x`F&m25iCtLJz<xMyxW~mjE)}y&
zc^lm6c4g7o#Z<eLnd7I-@fCn$7u4^#75f*^VuTchCWd|cS*juNm$?}va7YSR|6<@M
z`3c1`8JRVk-XUaEX2@MJ|Fs*RBeaG*>>u078M)9Gw5!tJ*r2DASTGDPuu-^KyqnoE
zwg}{8Xo&bm@$sDOf|2O{yHCxnQn8L-Wfog4PCv3X>$Nq<OSvcS(S>`Fu*B!4wsy|$
z3E$`nrlCc)wj?5z(30zhOhD1%u+HWp%GI14%DWIv307q!xBh~AO2yD|32cVod*(+P
ziyNo^3sgJ|<n!tywb>Ndz#PIqAD?&cwfC*9+X-r5<y{H~KUMxJXM_3OAQNlE<P?E>
z!l$0C*-(ZsHhj#-IUx#4leJmJ+)KJUwB4Pecq4_SQeqTeP$81Ts~E$1NaQ|vBo&q^
z+^J6}xsekWg$d%3nA$UUJmHUjxf6dt^_~6KveZ;j=I+h(@g2z0d`b7;lx1weODJ$p
zKOqgPW~pQL2gdr0<Ba4D*$R0ZQ{U8wR(xfR4lNQAvBkwra*6VW%Pb2zt#P3`K&zYc
z$_umNs%!D5n^9bOwR$-0^JT@z6KjFBwtuE7!#>)t8P;!I+jj4BQO8<tE#h|osGVrP
z02DrCKHpw>r+~H_?n&+BB3a;*Y$p}Gsx25_K081#y=ee<A~x$@qc<^3U-fPg6qi||
zjK8QhJK@JZA$viq>Mdbwr^SYA(`QAvG#lZ);&amqMw-TzkVB`Gdu%V<_%l&sj_5IJ
z&qFc%Ki7Tz4i5i<QNe*L`SlIiDa+n|GYI0mM)}^?p*|cCu}C+WYU$ZTQX@gO2c_(p
zlahF{bSR|akY$s{qJd&$$R?x|a&8czRGoc<QHZ#kJ~lGca&>urz)CViev;y^Zy`ci
z!VgjnHhI&Fm~#-nx!~fGQU)pC{bu*7e$M?Ct*j!pE&SBm;1PQl3WMm6EY<ff)eKaA
z5*s%l5QeKD@Xsocna<_CMrJf8l97o<8*_O}R2G;eNfsD+^}IY(LIg``y${H#vf}*i
z%B`GJiE_$|@e6fNIaqb(v9#c(f-0=3+j-@-;a@Sa)3Q}rJIwgunyu83i3hOdbgcM~
zN9!Q6b=EJRwruEvTV2`wxc!eDRUmcM(UAV4rf6;s{%fOKQzTHFn^q~}bRW@(*0?IW
zoNcXSMBX=&pE!EyqFY*)&s;bK_nv0lDs3M8a8z0?57TAaNz=+^5O(%}BN-`{@O+}C
zDTSCsLqc0}$a{+K7vml-I9F65(<X7L%Q7!w0`=Lv?qsV~_0XY0x;vKO1D0V~%7Dpz
z`x->5<8QcCfeAf>@jc8}ftYyWMo#13*)dsF%mf@_;OF9?mwg_&a!-4m(P%7rQL!CW
zITCAQb_l<{OTwIhQ&KUw1iv2<emkiiz?Z6fW`X_jFH5lVx@0HpCzH9j6s8E($<$To
zQdvljG;`YRzkL00-QzQhjZeC&80Go=?o~^}`hj)O%jr~hMoBSRgq(W-oBt@Osnuqv
zBn_OTvNoAx4tTRIp}UAQ)yJ|+G-Zruc5!iOKJCWG3bl<xm)j0$Z^1!%be0RB>K|wf
zq0+q4FgHsowN^9wGu=bj=~K1(+?6(nPlJWelI7>t&pH{S1ZTIuN0XNn3xVAlD!`iA
zobdH7f6IxZK>Tv_u(XEl=G#XSuUw8-)nBt2AF^s_{ZoY_zN@ge4`-hOb~i~Cfj)yZ
zr<ygmxL?+{n!rf0h0~RSFdbE0G=xJhF6Q(x=Wdh_VnYk))!jUve+T^r#n$Pev1LG|
zT2yjzt+TaTUZuT?a^t1z0r@X8=ua!0AlS^(imq;3-l0~DPTiPTX!#UIVqw4&P4n`^
zP2o}A7b3L9z~1o^7f(it6+Jr3-ERzwc5Log8*7@z1)_AuU2FeozvIVO3KSb2_;l2M
zuV$EM<$ko5aRj*a`Annw2`J-iM##Hp`Gr0pvdQ)nx|8Z=m-ZG&GosS*&CW=FHdmIl
zC%HJGZDG*AjD=Js54bwt3=!x>vX(MK%z1nW`yEuQ72776MF~o&HuY!P+X>aAV{ak)
zp<*IZ)6_R3f2?PEW?80~5Usjr0{zesK7a{mb|^WnB1*AiQE8XYP8xQkRCP@&_e5Ii
zz`d{&&)pM7>N~I;Ah}Hm3Ca40lmK<?TC<rMG8=Y52Q5=Cx;+s!ES_rnA5?vPJk#s{
zzixCxR6-}Ea!MJEPPt1V<Y0{1o!Tr%=O`N^H`AeTDmS%`$l0cb*xF_rqqG~Ao0Fm<
z#cb4uPULPoD7U%o_wJm}=lkjRp9c?*$Mt@{uj_U5d_G^#YevrE4Zc}HIdacHn(5Tz
zbD)FW1qaGZ?+phhv!13>+&;q%sro5|Ymh76U$kQUV@MDwbMq2ey*vIcTMK^2J5bxF
zsP!*1WoB;2I-8n>UKO-MjFc3T{-miwDQ1?InCHGk`!|7<v|<CT08j;KJX9q7lhoD`
zb&Q<3Nm&pi&fG=hU=qUvAZSfwWyezzo29)v^JS&HTs3zY%6Yu)+-DoBU);WFEHhmP
zHZ2?eM!B1;E-v=oJ>gYQe8pi?y!Z1lhaFx3%j@+yFm>n>AV_$c_+t6#r@7k79r2u7
zl?_mjzuoWJmaQ(km}QH?!m);Bo8}OWBt3*Xd^(VxK<RboUlG6afFjiq_}h=fBOC-p
zVK|isS;OD5v0ZUQcH^pEFvz$EzS0Rq;El+TQdUimDUkbnYaXu-8j(B!RG@Pz8=e2e
zvml^^b_awI7v7&y)aEniH2f4`4u@EG*LRZi{Cqj%zDgjuhn&<0Au9|SGb(rvr78zY
zVp{{8_E*t8JrsRpnkRouYJ&U$oEBa<HZ+&10kx+O<_F1bX?ID&Lla9)Z(|xOC$Nj}
z{+^nm=2=28^H+VnC)0J~YkHhkHg6QCBWtJ~vdn^Y;R@tl1Y&wE0j+S_L6YV*CrKl&
zELYy7_4Yp}HgWMD__MUa!~PxS!ea|BVp#XLlThWgr{`sa(p|jdX_U(x4SBX2(AH%x
z->PlZj(>gf(g?t5F7uZ=W-zW^am#^g-+S-An?m^g`m?=rPs=V%4c}XR!6#k+ub6%H
zUz<=|pgXYV-1LrpvIfHS-+LJu1&N_n7k{)*cVyWYw}1i@7_tmdn`X>j`9;g|qH|4e
zxvg<i`_!0I-gnj=l}m{1YWd`F0z*`X`NdsXk~l@jIAMPD^c_ZI$sL#N*}@+Xu$E{h
zV?&(=EVrkM$!WIgoXob&l{kp0x4yZxnJxsmvH`90YtdndPKwdu7cKCEM>db~m_Ind
zp_65e`1`NEXfcPBUL(M~^_4w~7WI>Lgd*3u6N%4Vmwfu(hYW03HVP*cPEU3P**6BB
z<Rtfc#ogiT0w1s+ubiZtfgMfGr#Z38*z8R^K!Dm&3h(S$=9D*0zcAdnR5x^<F-wJ$
zO-gI|Z%<)81JHa7<jI(V!7n9BnPq`0iwJ8FPue3uhsFu~SN2C&of@<2%ol0n$~BQ?
zd`Yk%&*U7p+*p&oWekCab+#+a_;e>FgoZ2Ovw1`bub0?V2tlXs4Y|YC_xBt5+^Vu!
z0yjNk{PSR~ar0IHc=^4$zIp2+Xjpxkb+Kr6TKX7-;U&7ZlGR~`tOK-&@c493Q}-nQ
zt^Nx<ID5VMPbD`(7B}yD?+NHXCjYHm_y4DI-Blpq_jtrXNARW0Vnk%gXM_XxD)B&#
zl;xD6Kti|pJMz(|nJ6Fj{11U}l?bZhy(r`S34Y48HE1Ckt3VhPf=$w~uKJ7gSAXg8
z7z@mID=3xi_zWZlF)&nksl{UB=NDP2ru>nB#nK_%6uUJ4e;M`r%()Y(>D$cq6eV$U
zk88zx6|i#swDz3%<qx4>pTiE<#myVv`^dH~k0+I|p6;3j%I#R;@2O|b#oKIFCVZdj
zcxGXxymbZP`bKNEChwDerVG!^wtP2sCya$<)gb(r4wn2HXhs6rnOk3MxySa;aDL6I
zMRpHcsP0vvJNDhZZ1*ZT*^`YjzQ!!A!YI#@Kb>sl+<hM(#dtO>(C2HQ9*GHLde<qS
zpjN!NA-nsK)Mj#Xu<PjZH}%}DxW(e^hWBK3L|DjCQkHgdn0Z|tjW+N?KSpJmlrbJ%
z@(5#PU^Rt0I3FP@FTdGOxRle=lp(&!zaH=~$WIdEwa9dBxc1$#MaAxyZXdFbtlqWu
zi`IsMbKAzB4ITDw^$at51T|liQ8)f;aZ1(&NIsF)ifm2NGcqM6_f8_*Jfc|~5@B6+
zC$a-GGD0X-M~rPi9MmDPX>vEbzIk0n!<EjR&Y|l(T6BGhTB>Xkk7Y=;O&7}wN#53F
z=kb97r_W3+o}GS~dcAt!8R^}B%4wnaQUBD9FItZcQVc`p-q{5#Kd_EXeQ;#qW9nbm
zU3CCiN6#ek8K4o^3H<h0%K7oGb_FIp{EsL}J6aWpltdBv!p>eSx76cz#4%;EdiRn^
zNU}E<8~?u99`@o_rxvK<jbNh=I`_WPAlO>QKn~a$xh-={6Q#ET00&G?sB+VDqVi@2
zA6?HrCm^YP2Tw&$W%p91Rh>oiL2P_r;i0P1|FSQ)=Dm-8Wm15-a_655W)(ghK56h|
z+*0F_21r4PhrSclzR(yKxf*$22zqL!&yJPR4C?5s{y`6Ngpy2Gl7mMCUbO0KBV;ZI
z+MWZ2#yew*O<*w}>^Y|}bdMHd^!+?n2Q^<^`jE20@swA`4*^jeAClqUwv^REYSpOk
z;|%A<q6CJ*vDL{C{eC9j=l7&deX_nbCD30Ot8;QaysbRkq71KW_mcJ#)5|V*_HA-K
z^ry`ocB=K6E23%odw{#H>cU(O|8FFgxq4472kv@*qHu1GfB0yuZ^5}R!$P6Y)2x~A
z4P8O2fp@>!_cIJ|kG`aEuAlLqq{V$&x>nSY{c6p7Oq7V!wZGBa9EYXaO+#gYfvWIb
zg3=0Xxm~#E6j7c~3f@CR`Wh?G;)%k@4kyK?(1$+9^UoP*Hgtd@85LaOtTNf!Lb{+6
z6HkET?zHeA*80HGHWDR4o#UrS%xB^`TF}y-p*>Ui&u^uE^2)Z1+4K)GvxHg#TI4TU
zpT7@j$ON?TW594hr}?XZnf+uzD&^>Br0dwl9kYtp7Y~%P$0Kgl3;`uql=HKm;kF?a
z-oU9l1hQoh_xg^MC~HTVs>B`Q1rTxf{<eLqnZ<<!RJ9|hp2rz(^EauxD@Km{8n%Mq
zf~uhIyPlrS((-;-k7-?Rk0%MCh?cm8OJvH?c(8Q78)Gp_YqmT}th=-K2Tu=QsF#1n
z$Q!(HjUH&3I(c5(@J$aQVX7QiVfjs-2N1rmn|#;exU>WyTeFY2zPY>CwfXx+iyMUV
zakD_z93FWUV74-y3Vg{vzFwYdk-wP)VXwOpnXo*=bf>nE!69_`GW&_g^!GUw9!s%s
zmSO7cUVv{r<Po(HH7(8rhL?sRrx6=KVHsn)I4Ql9WTKQ^5^U$ardskg439eMR@n?E
zUqA%@DDiYNpWTKj;CM{Ez*|d@K!GAu-L`!>>Hrid-sAQ?|D)?hw1H%2zGx8#l!~*+
zzXFy6cgBtajfB@%Z~{<~`K8(R&3!6`sYc*$F>|J`;u#;z8f`^FcKG=`gG`uM&N46%
z^7f{$bX@Fyi$}qpfY=__LaIu7d7g*5ea8?8vq}O1_Sn}tw-4UplMJqfFF_QLKT&ov
zLQ)|^(%l{Oao&W=c>E&>J#jMeqm=yvFtb9YZk9_g1jn*-kcQ6@Rv_dY{VTen4Xr)<
zIb;#GKRC1Zo2`?TN^$;-aP1hK)SwJ`gZL!{u<?oaGmA7cSkkO5WZN%QCL|y0s>^Mv
z8+S808R$ogjO+$Z4|2dX$VGJMbohsdFK$LD?)UjooC8ok_d?iw4(VXO5%RTj0IWG@
zQol;pCQ6BNSd;Jj+VRE>)PTZP<fPl!oGy15uNkW9_r@$`rb?4ZKAhwsN}j=s<<FHz
z5kHQuK1MDXQ<p~b9}G3q3B8SnPMx_Uq#E?mxRCkwr52=cB&>m2ql|tjWA^j|d6oD;
zDj&-lk9=nOf51zC<I)}rfN}uz{8nlVi#^oI!FfDmvupsg>nAYG+dKB&kGAjN%uTuX
z(M*FJWU<}@pe_01BV&zg&n&Y4+1|wGUSqaC+eQm!`X`gQo;B_F2XuqB?sDI@RY!8e
z{gyNn>Sj24s3QurJ8f^}0`+phn%;f4L@Q}ygmJ&_@D>t9uYAxjecwk_X%ugc^lVq`
zhbudxYKLwV(OC;dzDcLK$$f@b=4e=OHCZM>Tyn7WpO3E7)P1GvQ&Fk-E|X`&pIw{H
zzMg^jxCQtWqe-=U0$Z@6p#<KS3wzNX+O=sFMBgb5#Gzn4O5J<ItZIN^?~wE)Zeexm
zBVa~U7q?sf2!JXNs>qnmH=eGw_crk*z@!IQ3Y$<3!wVqr_5G8P$<4GKC$VJ+6l`<U
z%!q-?+VMAfMo3WoaT#8{^7sKc@+e%wzXj`p@G-M!d7j?_t!WHo+gHfHb$kNWS65tP
zf|ZXWD@B_OG%gz30j>{pdt;NVkGAADM+dZujcext^)`Tt#R{5Il>ZeYEODe>BddVZ
zvv1Mj`&8h4KL*Nnzw9G%GXT1`=h)%pK%4i+9frn$fBZL`MHf~rcF*6&6G)lCF;HZ&
zEOTTVxTYET-Wn+e&@hima?DhrU8JLFqSYlfg?#l*h?H+DEYYCg8QTnBJHV9kTyX)O
z)xmg=l=LE8{YH-tFezL!yPXrp-E((O<~su5qNEPMON~6HPw)C~PR^Fu08t<M8Ae?G
zH!@`&seiVxc?UA$Yg2n`c6->}OX_Dh65fM&@7CfVyi=58Kw*Vnfl$1)Rvdmd_&2|P
zai7Fz!-3=o#SgMMF5Z)aMOvoZM$}Oxvh6-R>x0D;s_?^O{G_}$TuvF(eVB~?Zl0{w
zLh=)~fDdY}mxL+9KoKP&gINAAK~*JJMf#3};H`s+*c5}GA;60*C+c4L^~SaT<uD)1
z*AwaWI?9ca=*cd02T1l8QBu9<)d{EKw<~;SZeE{V<>|$iKs@|;)@x{$9hZ$?0GmGh
zBLjxXbQK-cD+ap-Q-=%;-7wo%2unS+o$CJa2dJVwxk<^O$Am8`f3r?E=!3&@;OW}j
z8fG72)S)eXKUZ7uWXurwDNW#ikytJf%8WUt`fJ;yIVIm=?TC&-q4plAxyVdghYPtX
z^5G}zgbwzUgb{us^Cpi8Qu3#I#66c5=rKLs|9cYe*NdAS-n#+y^X%99dGnCX!se&#
zUo-TN!YWpr1`P)9c2wVbz8nVvi-Un&znSseUANr+4IJ<ec=~-3Ehp8XB}pJJQAfqU
z>eA0_Yt@Y|&vH@UK97*2Tt`6!w&!s#6xcGK%k_wEMXmh9f53CK(HAX!K7^Ph-HPy^
zh}L#kxwIV_o=E2JyFmhpO)$^O#Y0wkL7s?{t)6x~sioAIP<pc3<s7yC{jTPEpY5f~
zWX1D~_-``Awt#;!fe&)Q_V2iHBv_rfsm15mA43K!yJOre0<d(Dg%A9iw<Y{U&b|PH
zuM@ZzKeF#}V`=w_k_tBp;ikl6)FItk9k@YVI!ItFTx(!x(4UMWIvRIe_YeryFZO^y
z>S#N^z{=9NfQvq%BDoy%_taw$%pDbY3O%5=I|M$U=0D42F)WjKAMQ8zc$S7X5g;xM
z+ZL;YJ4#9oTS)6smvAi;uDP5pLHNd4FFBny+5qw)+L$L>ZrB+#F=%s38J+HVwBjZ(
z81{eqhduQlPXL;u#b*n3>N`NH+w&@9X3z5H2}i(s=xg3q`9eZmL}v^pbbsds-yCxC
z5U`(_Sljz&u6Vi@Lt?U;J+cH_<N%o{wl`TM$F#RebfZ=?o>_k9?hCO=<5o5-{mEvC
zTTk$aN5<B;;T5*ROdQw46*lg^Gq#BRTX2jRX^MI0ZW_|T;Gb}YPvj8b?U8H`rB$-z
z<wX4m@HL?Io0qM+_3Y&T0TjRD3Em}(%z%c=ZokAWAhL-o2)Z9i9CMhu*CN-*Y7MDQ
zb!-+*se3XKEX(PL0^5zae&wqpg0X&+U$kHh?~-!9W$A};d+s){YPbj}+Kh~pE`^zv
zv__|PFLxDLP}OODw<o%UUxkv%YUf0NQ$sA@@OOl{Qri3*>!QyLd7ZxCDT5>LIgI>R
zPinwIwt1|#z#d@tR>`Y0mPyyGr64RX=CL0k5Y~J;U>27gY1mPx#x9Sm@3_M!5S`uj
zteZA3C&Y_;W=r}VE|t1t*cAicZZ;sG?qA#wObXShi?)5pJd$zg+=<k8Q@~{2W5bj!
zLtnJc&G6n7Ei!iuzDb?m{A}<I+F7{UK8<IEp?$QnK5)Q(6+tHk8h;4J-pvq7k&}1(
zx{u?*FV@3@;U~#dV?)tJB1q2G;aG9i9)CZ_9WorR`WVg5GeJy^O)(@dzdKf*{Gk#2
zx%DG=*VWhRZy={zzzVi3Z~3A%_l^W~Hap`|AMBdb-?+Hh^*vzIR=DtgCww7s^x0sq
z5-xd*7s`>D#tpvS5KMBTz(T+Bb$~*j?TGHsr#PZl?nJDE-vE((xCA~!TK5pG8so72
zZF=I=oBEy%L}~M^sTEw_D>k)sQadLp>uU+5y4~?fHR!Xbcbp;0&iZC6TL4*eS9&bb
zeJ1e}4=U`GM9p@*C?^WeJm?JJ5~+y&UUXrL?O0hAXO&MHI|5RGw|aJOkr~o(`RrO(
zk)yM<)#OA#0r4792a{Iexz~uoO543tf`+T`*c*_5!B6q-KKBH^lodfvDD)8@w*Z`9
zPi>RNa#-&um(M<XyY4e{>o#FME|N$e#CHS+oNOglzVnoxD9_SovaM0I7&_!)oHv$g
zy^&~%Rj+GaTQzXhc4XufFD78kU-w!3-%XGmUAOD!N5cq3pMK0cg8V@G=EZ;QD1jHh
zkostbSF~(!Yyg=2a&-OZxhw69*7AkXuhU>VfU9}VxTfw%A+Ce3yiT$P?^NAm>zh{^
zbL88C;Q8l`+upnP9QQ^D*ic3!=(Gla`V*G#G;D>zD*5zt`G`nEvp?a=khAyRk!<YO
zCE`5~y?rY>@Z`#+Rx3i)(k!S(ePAQW<L*Mp|9ahQS>Wplpy1zEfVG~~{Hvd^9okd<
zN|jZWZYa=opK^qwssHFF_HH`9`%_}bS7QcT1XQOKzyU}8h%Js9at{JV6)fa1>5}K+
zXqE%B6Q(;Q(lhQ}N3z7@!o9Dg+6~k^w*wKVW|ClasJ~Q`-7e09T-hX+Kd~-j0`6}-
zs(g!FwhjJ!NO!q|mAXCX^ulzu4E_+}U4rKmtVkAT=vm+;M-M;Yj$ehW43mI5^$zP}
zOPIdJ*00lfyS>VK7qUMg<snv2=VWK<-RP;6_2=F@f0}no{fnHsetdCU`L&q=N`^N#
ztxp1xJ?<kPko3++C2A})h{6|TRnlkQCw5LE4I|1}5@xxGIE>myyF;3uvIQkis32u!
zY>uuC(l&iL@-d%U7HF~H$(CDm$ZN=F-~PI1`3J?c6<%Bf<G35<!ZkOD97fc|aBwrc
z)zkCv>khHlpyE}Y^Gpx?1Y6w0@qKP>9ctbv&X5~s_Tb&zZ0>}mTK_yvufG39%PXQV
zBJli~#s46ZKpzZ@WpDO+@BH6`xoOD$@HW>s*S1Z5RbBvGrX9%xDXdwLkGV{cF+`wX
z(8Uq7?&e5@*l;y+QyO)p$Q@?LT(Q`VJ9{Ndn;3ix7cBdG+E5@<bxs4r%CMtBafC|d
z&{Q<D?lmTSG%8SXu0j;t<KQ(iMlNPaY7;A<q<a!%eUKZGLuw{(#52wt`7>X{;C!vi
z%iFdK+zGysm3+uAy{c;a9x%~8xFqGTM$`73$6=-J{r&X(DuHV|J>-BUyy&Yk-If2~
z(Z#E&_cgm%p3!r_XoaVgr?woss8$lBq}8teLwn|4?!f<|y}C?q(@#@5u@^r9V=Y%K
z{)waYgrcQ0{~nO>`J1lx>gH!wz?dY9*W8@>E`|LU#=}x~*uvMg^^g+3Bw8B==2mXv
zV8Upt%>7mAY%ot-Xaov};{wlv*L%lU5zVah;vLac8=k1_B6Pvu{>pI7q;2_4zg<hC
zVbM!g!Lqq?fWkEk_AhgJ$8`XR+JCNE9#=Bg?*TSY-jQ>grKt~0k8gXtTYH;U?gpFx
z?>qfdA^|~NZRF3k>ukB)xeZR~5`P3#K1gF(Uyg5p_`#_2C`F*-@zRLLw&~9Gg<A92
zsH1I|7?$-dQI!HfDg+eAyaHB?;VUrfXlFl!Br+43!23caFJ+z6gN_QK%Btv3Rp9&J
zZ{p|v@cOSVFy;O{^3IEd<~-Tk_(NSl_jEeOEIgV`dv#qmSti-E>VWw(>LH3@`eq&1
ziOhN(Cv`JnP4aPqvD%V<n?*#`6b$x=Z%O#3z7{B4@-r`ZTN{EAp*`QMrYAwr4ZXZ%
z8aC$Xa+LAHA2S#!LA|e_r0Spy7dnep2cKa>W=E{JPeS}L@b9p?VKyclbdq`<d<SvE
zTZN+}ST{~JOUaHI${CXKGk3xH&O==Q?G7+|T;fx)$;eE@=}2Uz9C$_%r@N6ft$JTV
z!ggNu6AHd*1insc27V4m9ZFHSq)uFm%U`;-R5SBWW?kO$Ztk53NNf5)S_8tURrqhg
zZnMgO`_wumPLI*0v@uT?G^v)S&27wlwAh4D#i5c@kYIR>u;m6Z*^m8!q216DaKNe?
z0kK_HcWHxjM~DHo&CT1fl^RcgTLX&yGaO(N;j5_Gix9*9_1rf(-=%&6P;=9U-&7rW
z4gH0zL#Okd2m=%Q3-R{=hLVt_R--LZ3=eC0`@<MXE%HeOLO2=}Sfz%MIXc5YITX^6
z9!l_XnLZ;^IzQ7%G<}u6MrCbQ+@BU6yXlJNS|k{jD`M}aTCAFr9DwZ;T%pR#FB9<3
z+GTG9p(3m09|GhoPT>%JMQC1oTaQOr30kp-oOCN=z<t}VkG#7ok${AaUDrr-!k_ky
zLLfl8_@`CU^Fia5j3^@;hHe-+!_=z&Fy!~{R6km8u}M$qhDlDr`~TLN{#9Nh0P=YS
zw76dk%(abvr4T&|dVdCt9<q-njz0ePPxX`agn}<xA2$s-JX@aIwI{ok$v9p&K~|n$
zxVbBa)&jLg2Oyvek+ggy)y$;@w;qldExvLYQ#hy>x3On?X*t`Dcr+%8{=kqr9ltyQ
zP>4nf!wbedzS_jvoG&GtOdXtfGA2WrX;WX{8HgL-cUS>^XZfL>b1vmh?>Acn3gonU
z9b>e(aHzM8*hJ%W6EEEyat|hkn*%mg0)4}D^W$tEnD$pm;9qfz%;<*X5@T8Q7cCw+
z{~sAnK_5xm$9ylNQwRs-H&<Z&5!eVnz(Lk~|0Mn_Rh@YXze10GeFi-*djj#ca>L+$
zWmFc$NVZeBRL3i_mECFEjx~>%CbO%(C3jB#!pOsqZK%r2KkulqGi>5qmkW1a6v&Mj
zUE2|>1^Qq>*&*MRcDpYjzgPhJqLp`P?&CLg1LZ&K+d;haMN2*a<#_`#p-cUVm2hS*
zOyguubiCp=5+mY?IELw<y<1i-2L`=&a-B&f-1)TJw_|YsjLEL-S1t<D!#8T{R?(t+
zAN}d}2#0+;I1I0kWGR7vu`1y;$_vv!ZD+0wvcPSH?3FQT3~7cX3e!RBIi;<Y+lMS>
zIcj-ak6vg<Uqh91x+&(b(j9-x!MOtpGB(&|_g5&r!S&KoLK!h|*{0}W!9U=_SLkFs
zTXsH`0{t970X=@b1eH-4t9L@;t~o*)<hit)WPO2_eYs>)y8T<kS1nqr_7mW2qdxls
z&~A$22vDR_JPK5)pR%6~Hd9&VKZ(<+#pceqpM(`LqOB&w7<e$qot_Era|Q%6?!kJF
zJr{=6_<S~L@IAeWGJ2Q?^lWmrr_~A~@9A1>;EF-2ekBCn2lv}HX)Chob)A1M4w(;5
zjFEk_b5Q?8`WEv&Me_xlfSNTnpy1l3G!S8hZ#&2*5aR8=!YU>VET%dN*>K>)1T<t7
zMfVK75=8V8ZS2Nk4;Na@o(i6FdWX(1C6;f5bbyfG?E^4HdUDH^;qb8w=e}bV-{W$M
z6L=()uv1O4mJX9m(A#Fa0s>I+Wu=KkgqWrhRH4wv-jI~(bX%&euyNpsH+jI-1LaRa
zPKy=hsN+}*e&nGc9AxB9P(8Hs6vWC|RF!!u)SCw!-{s&&;^)!x9nyY+f&cLTdU&7x
zuFXJ0k{{Egc)jG0RCcBt&+UKZ0D~C9nVFb&E4<v>+1g$t25xSr<gU+LURV0D@Y!<F
zD59`_>UmtzQsx(}nrz@aGu%?15Dvt%YCb{(XMZDkduT^agFLTJjlg%T5Sq77AFnIf
z#BtwS%mxB3?kElqFa^%q8T13fP5sO){ampUgo49V)Rf`)W9f>mTb?=|s~C9s3rHg=
ze7I<Qs!j7vJU#es?!>!vT|OwHDCt3?xxOR(9Z;86ZpVw9)X)7h_XAg$OLhcJFoYn2
z8ECKBa-i$`V_3w!qWL1WmB%kT0hO>LvM(5(gmK#IB-Bz$yWIivRxrEK++VnL?*4Cg
zsU#kJlk<H8W2%(^$OYE>Rma^h(%c;`eVcCnM$OxN9{K|_oRRkjrUwh$Y6%-4Io(d8
z4&s+D(<4%4OkN(Z@JyeyxgU%2pSK+T&aiV9gdA<1JW(+KbO7%FGx5(8Gyex6?qWSG
z8rZUIs0W5tzive<+t_B|A;8m689+pWw8cBZk?DKCMx?!)iZ^ZsIt8PYE%iVu^Z)ek
z8Tg|0325BnvOX{Nf=cg(raNX}aEAjBS5HhksRbN1a?IYcV7B)pL3FmjMTHNLz_hWz
zybLiu>SqjGT3eC&hB!v+#oV}@BP%4vPMq?+38sMcYFOqaMsg)&JL2*&0676L_2m#s
zZ&K<&7&W5ln==s&9Lj*tur;!gp}|r;a0JnMr&nBonQx?-|89%nlw6j1Q?qOX%kk}Q
zZO+;8xf4a{tK2FpU?#WRI%VqQa^JYipCN;*?!LMar#$a97}lGa^AmXe-hjcX4ZnQR
z`rwzl@m*6#_iu5wRTPkjvUVks3NA6OC-zaPhDE;!C$N~~?pLGOe<o2f4VZT`UrtCC
zfeNhro!(LYbi+5RB<=e8g7v{*3Gjj?#w><j$*t}o00`VfVS`L|@F4JO>%CWVbF}tf
zE1DqJuW$dN^>6|8D*%%0dX+k}E4#J5)VaOSJ-pZNAe{>S2+GMY%%o+?2i%D3Lw&+}
z^T<~TaKoE*ytRitp%Ls7{dZO-{3uRu1(R`)r>~H`?6MnkI>m)nRU=pVmVnn50kXMS
z3h~i&!(!`!SnOhR{wnB2fu5K2e@kv}cLkQbr5PeW0%V>)iDnS>hoU2!?pe8;tw&$i
ziAnZd&A2a0)2@PVCpPYL{rr7J!v%m@n)wRFn!WlN01+;wUVS#$lw41AwhXC4-)9+`
zgVW5x3lYABVGxYGr1mLDxTXOMi)rY~mCO4>0}Kx@DTm(97QlN-0&1x2)BT|tJ-^!L
zHdDmTRP$$O+V(gG^vTs0?8oePOJ}D!g<UR*9hU#w#B9A?b0=KW^+-7ImYu~Uot<Ue
zvv;V9iRgUV{E2Fq`jk6ALNf(SGaEUf?}wC@anI!5DVFe0<7u6J_<sPO>rkmWak3QI
z;k<M5`iFB)NY&{+^7dJ@?GL^weU~9l&o!{L7yXmJM5u$|LH?OKBir>eK`OJR92Gld
z;pQPqIZShXJvYYFo0hLT;^AWmTPcSFN`*{A!~2!FuyhbOo2VOv<*!(mv&py^hb2<0
z@?K7eq=RdhXKvE!<JU;)e*EA2mt7y9xCSVY_vsjnyV^l~v+U>h<R1F~L--eib##8b
z4i6YO$a;;4&>=o$KLvx>K#gO$xIbX|^%CL%AgDOf3bbrfz{cslJ~>{=pH;@*2G;UD
z)5=(C%y$a%gg8snVe%@9BOL`odJ69f<%d+m*xM<BmxD(OGoGX@;U3@WPP_!{j+n&}
zs2HGx(5MMu`0-y+r!ZS~^_yfEGXG@m^`Psd*JO4*z-a-Xy!*}jbt!6E^LAoi-jO}8
z(4Cx~nHC69w|zaLuFsVCG^61~nCD;4EZ)zPKP^ws8nbNC565bR_uIVJyQ3%hzJ6>F
zk(2Lx6VPtktGol(LpG;v*V-*0-V;c6K*;kSv(K-Q(~=v7{WroHLZ>uuY*ZN|ojtbe
zaPwE^ruQ0${x4e8=})~O|66cY>Q^}vvEu=<E`^YKh8=C+-0{Lc=0F~3-uVM)T{|R(
zUF@Wk;@ov|`iyhntUo;deL`R-2h8xAzG%(=JokF}$)~x>mCf!+SIf2ShcIp)<~Ezu
zr$#WfANws_I?AtPP#%okzw+(__b9qhy8Yq^i!VO8)mwT2bsjg?-Rk?QO-{b>gz^ey
zrM}HSU{?QL^N^mzHdBB^ppC~y>i=DR-6QDv*B>uka-_Hax4`vY+5te?uJ4b(2Spdr
z1&yn#Dk-r?3w2-~P+k`rUa0TwK{ShU<c_!-u(@fh9IHiUc0(e_J==Bqm}4$$3ILwS
zyR`+Y!Ju|?Xen>?l%qlAmCTh%JKU*rqVA%S6v1>`<&vEiywzyW^gbRkUW4g1d^~Mt
zN)-3sFl$hSHB|Ps<r&u<kYD)?xKq^QnkE3E!d&sV5t(U_ZXvAW$dgPV#xU5p55B1r
z!0Lfsbtfch)^Jzf!|GaxZx~!y=^`_=ArUNoKfQvNgtJ<|Dz~N&akcoj<fcEEHv~Sg
z;aOOAoOxaGAM1eJ0yI)AGYAmZy<^OYRN#TN9Dftpqp!p}>UziMM)D3hwFzIckEcZH
zUkvq7!6~_E25bhHdqAA4c8B-#Mm!3`i8wcZdjmCa5eJy**|*cCQrjtaNZJ<aU-AYP
zf>~vW=~R1!Q0&>#5@7t1&BH<7PacyD)IS<=D4IaI>^Sz#1_EL@&}Y9g*rHyASh)%C
zMshVj($qGB*NHj4)fT?u-};NxK%+x?Fq^mlxC5v#UN4T%e?@mvfgt)O#npcPgaVDS
zRhoFh)ukf__uxqeONdusu<dl*jWA_A(&*9nE`F$Wd|ttMP?}?BKp-|8JRQj)S7yoO
z*bz-(NlB^Q2w>_r%}98H>_}1ehOYN?(;&^*fX<5q8ixHe@$8G%4?qNtesi>RqR;l5
zN<A6K+r}wdiss%;|J#DzUj#-%13m}vo(gZKs7rRhpM-l{${spO#>kW4l=yHGiE6OY
z=^Xb~$D#d`KdZxZ%+@1{K~wAigWp&nQ(Mge;IkLuJp;D!64@5wbTguOsNTq>FBguI
zrC;1DPD`_A-&fM{jbbG%-H8GU=>?fL^16^BUX&xd?i^L|Z0ZFO5KviXi~hIE_XjNp
z2E2DscB%@N6yY%<kghwxho=d2eSn)^(3#qnJ~^zMb-S;u_(y;k^w}RE+~)5|mS5<{
zT>zLt*rg(%2<aNytlB$z?e)u9q}$c)J~ytYS`qe@%49M-S5>EqP$%35=@M<U*p(dF
zyz#U{)mzLCR&tY^3a|P%d;nKgYb257soJ3-75~vheI*6_{{JtU34GDi#lV@lzJctC
zOdwEWXzJ7FiZE<HnY}45e!{mPODuy(VTKZ0h(Rzg+`@q)HGCaCv#`AzTRWvnFmgtn
zXZhV$^IU$u?_(PU0_e2{dwCq36OUe!P>6hCD6&2ZlcbcWLCT+%`akWxIpp{oKyzuW
zGiA-*ZTR)lYcN(YkNu>Q0|lU!<xoV-Hy^wBYmv76zmNSz>;B@d&)?TK!~rRK`QH@%
zPg!wY+}VE(F9ba^F3xCEB9Wr9G&bmXvz&R{TPrta%gw_PlG@0#jArGhC~j;ak=fl$
z8;u)@KUmy~^%GdILgiJ4{iK`rQ@bhckLHd8Yg)cFAFYi3tM`J*VDvZT@*3A>AUpYY
zFDtx80V?k6dO}dZ2?wUh+r%nr!JNYIeQ$0?;fD&xEeKgL)0iLd_c?`G{c~2HaWl-A
zYLDEZeJq8DoTb9dvfuwMg2LL&Q8y*ND0B&$Vm2N&AS<qHAnW8uvZIB@nzOv7Zi~K3
zysEmr*LvC)W$H`P;o=pBCMG5CPGJOPyIYT!EvggQ<|Mrg7^}{N;?fUrrTU*Hzi8D;
z!&BRLRD`&EE1dCIWEM5VGXQMo(wdU>kQ`u~b?&*5l`aV6)^0}dUS}2ofowNlkI60B
zu7d{vxT256Cu6*a2Fu`><1vc;x4MU6MD3@x#_vtOOWXZbXJonJEA>dpNws_N-Ku>*
zT{yC;E@AsQgSfuMKu)24HRi9-c}(-Zpzs(wN|zJO(u9|&rWuFtVw9Yv+Wu`j$4}-n
z2b!)colMm6LFLyckBLkFbt`0kvj>2Z{QuhnfTeW%;!c1|33(4}-NG+gU&#~z3t89*
zJl5y_$#5Rmqr7(NZ?e<5U`U5|=4p};m=7_5Q`DU$xb;{vd~jt!ylqB4ED{EP?H;&3
zO%Sn`u_DZOosV{Jj%fFq$L@w~v(<v|_14lLmvgj5$rr6t^_4^aD=BZjm~S1l{$pru
z*)CMKs?A|-lyWQmH2cWNOWamcN{0B&(rX`03ZVXkmRN7ZM)|?JiDR8_$KpxWu&xe7
zrwsfg0Qtm5+>dwE5afm;kcBTEPAOJ8HE&wK*UY>T{EBi_c2^`gzZOp6?d|Ux$lU_A
zzJ)Q*$h9h5g<n~H+T~rtb@bLui$UJ{LwKs+qq7c>HP{$Veyo7}3+J-`!ng#<p=b<!
zxlzCCBw;dBn7pZd8HEtMEsvkbR-h1pYfG^`1Z(M4WS8~lHAT#nj7IhprrGr&O$XuT
z#SRy0i`>b)W_v;ezij6I(#&U-KgwjfivZm9Z4_O9-lY1W;^8ln-p)}T5>-+CV~bu$
zWOh&6sFQi4;>~weM^Yp*?f`jSLvq&hS)?fRxtmOlsx@>T59}9g?T~r5Y|UG*;~|!u
zQ1XRS3Ag-Qrcq(;^&gA*($x2(`)<;2@hJ+F4mk}Lzn1sTiFj_uj*Pc^&;9B3#IXw0
z_~1nERfEF6p!;yElE>NO1Bnr_y|WKbO!Jh@T}H8l!uV-&XtT71YHFu<t3<cZ?{L7m
zs<qZ>;ui@6V|*1%vw_EN_M>+8Uyz)--9Al_1Ctt^oVwAHG110-o%vTIr9=nIqn;iI
zjz*Q)I$#EStuv8o%RE@4J6=Qe2_QeLh2kq16}4}Ieihe$<+zPdMzl_A@U2tF6&@(c
z$j0(pH}drzV0=5XC=-m-DM@Pblq~g)$oc_~d<_6Un6h77Xk2LQZAsO8z<Z}8f^JH(
zCAvJxW@l=0WCRlrQ3QWJZI6H9_IK%{{#c2ZDLb}<<SC#r=L)hs)v*_xz%CXCZjPvE
zOlh~NxN3}BQjO<ZIcw8~GYJJyQ(C_VZ+u*>d*P!x=H$SuexgjFS4F0!rU}R)6-hw{
z8^7xaB4e8hrRX4~vI>nM(&&S?*aYH*2<lDp6YfZ~Q%X<RBU~w1?3=>nrZms+A9hF1
z-|URO&^3LL&VO+>`;#uwx-j<2yFhMZ)8I)5PRHp+>%#L0WX<#zeQbVc*H|gOE{~qT
zn>X{sglsqrPcxf6sAs0DFNm&e4--~p6dIYL$aWiq__qft`&M0+1i=A7-tWbkJ5%gQ
zBtKyn;`)PEU27YjQ1#M(<>hT|YHGTdWgTB#eE;`CZJ%O3yVf;YjJplR9XFmIXtjD>
z*=)M9^2)nYKA4{GQOJ&|_bH90gf}U-*0A{mbwZE1v(DeMgc88=zs#8!bve9R1v*8v
zu`ccetHK~#V;@<tIas27gDPP{%`e}0k-#~_ap2EH*}zd|L_WLOHaT|NgSS&l=FadP
z@yX8SV5<9F9z|$!zWel<3?^Wy-#nZTka6;+$}5%48J-Qjj~#A!f}6Tv5-KdMUE!k2
z>bBT%uXH|W7aj8mhp=;J+Xh(n`vm&<{(28Ge0Sku;{_6<d1rjzA?{Xj31py7Vw`nM
z1+`$?tt;PXD@~&DJ)no0v0SJ}M9Buw(5_^_C?Qi-8frLvmaSU?xL5eg!Xhlo6@KW4
zze>9eCf@lo=8y6<ol(?0<UtMK9U7w_TpG?lS#C6adFA_PU$SRXFUklUcC_)%qojt>
zS%Rrg6to^HNA*SuFU$~;4mi)yGgC8n__1HK&OT7=n=VnOlJOe8>RxO+_ScRsX`xku
zTpIc)>RvS_IO4lfl!-E`#!;bdYKN8RlB29$miDY;`><j6So6LS$iELZ>ec#`#%9r;
z{8;_LoK<P)u*4L$0b`yg+Im%zVeeW!ee6hseSY%!i|~=INQ%8iGg8dBm(ZSk|5UiZ
z&Q7nboK{X2NFCmuk=_<{vI&r9g1p!f2TL*?qDBV)+I1@7rgYk$KXY58Dym?6Vv)^U
zz_zP+mLB%OUL9V68uoN{Lb~wcw>~11p`IQNn1;W2FWbu>L0m7e1ibQx!B&5pi*Zbj
zI2e$(yrKeuK2s{O#G*u7*93bSHPl^U2W^jY@Bg`6;yNucu_rk!-_hR-moBu@@MPMO
z6Q}^{KJpgzGYBuGvjiDdx-StfIEeZUQCh;|_9n+iu5Gw_Z8r83rx-y9O2!u+l8K)G
zg0K4VG!=ZXMX!gbK6CSL!1rMGq1VZ!26~V0DTMFoQQDoL?WFP#yGWATBs&5eg*s0E
zvD~;aA{Zwy6?4QisUTezuac><4~`P8?8=4e)9@Z9BXLk&+U`#?9u2)m9DpC*C^r}T
zoIfYh8$lW4>_Xi~jpB`yoXB)bsS~zz>zV?oONkZFI=aUYDY-K821`K?5o|~G+;Iud
zS;($lwYB5>XzrQH5BcVOv<G}$z^^CIi6DB*<6Edfvc_bv&8Ij*S=sC#NU1h#Uy*uj
zca6%Bw80YjdD4Ccc8ily-D_xMa??=Y&1-QoY5Tlo+l^^;ui~bHU1m+rk2`aBHbH<o
zN_pLFGk*WCVNxEPYHm!}-w}b=ZXP@(*h<cahBBm8A&od;?fjGIj@bxBIj1LDVT;=8
zyHai35`ZH{q8}Z9^oL<1p){&@8s`kPGrcHpm31BUMbr0Ny5!zdbxDn3l9k3-NSl&k
zP@KjKg}5Wja}C&QdWLn<E$rFr*CV56TLf)*jdg)s*ibSOPE<$_jh!ZTS_nsp(8u$G
z_^ch)Z2J5&1Jn5~e(*!2vK0KI0velC8(+qQ1iwq{jjs(4*pLBx#k!ia@(za9b@0+;
zr&*b3&7BJ48~(ow6{<*alF7cjkY7CoNx5?g^YNDban&f*NG_fi6g(RAG2gMQBI<3_
zJOQOp)V!`Esq~JLP_Kn!EXfFx*}}8*d^MOq&r=sLJ0ygr`2L^$F*bQC&Ue}z?7bzV
z)At?lmWEhR`4uLqzMM~~V$~1W#qa;_Nv1OtsT<4ZZ{TpaJsad)L`{$va(Z`4H66n=
zP?h4P%?t>@c4uMPLf58qDEPtA$EBi5#d#4X`T^ocdS?p#GRl9Gbmo8pr7yK4+D5x%
z+)133FB|~fI!!Y@>7@ne<sLe?^d#Pl35QOv{smlI%-Hs8bQz3a&f-2W&j>Gz*Y(8h
z!eF8XmnI${<sztcHHr%1-78_F_N<ZS(l``k5Id760Q~jHzSy6^NU?Zpz>g0CV?>C3
z0+q;ITv<><n9q;a@V7w7IvJ|-UEO>T)VY$8AFGZ++KO!8J%>AS$MM5zA+%ZJwUouJ
zIeM|2TOvNV6fvEkG|9ksg;saHwX#9m_0oyP)5&(ub$6@eu)+ZUX>fH~+la+^vC#3i
zTozcL<*161$f;|!u-0sV-f@TIlXTsIF&FQH?se*Oc{z2Yt^Lw{C$>PJ!tl36KME_P
zw{k1WIAuu#@Xc|toXS4Jh}volimoFE1)Uu5y|6zu6Hz`Alh_qbi^}5nUJ+ZNAH`)<
z--~{Z1wkJqv^2ImY$utz;h?lWMefZ>pOd3{u^`QMsCj2O`5lt{^BC``U??}Ut!1Mu
zLxVszd7xlHM?53t)8OIeq=-gTLzn-nyt<J*D@#kTVZuc!v|;ET(P4kI35LeZ4^-V2
zD}u`~DIFv(TdEYS<JXMff?Fl)ORORj7JBqfvmUx~%b<?+eP{x<l;$KIG!5;Pf-3aj
zUCG+M{$MFNiP{!)Fq0lBZ$o$RltCU=A-BrW#ru?qfK@s$S>_LMFdGOGUL9_e^n1mb
z#xrk7vpJ35cTU>*t*(W%A|jarYKK&OitAg(_;5&boz1ntPWe;Nfz<)H0AJ**)18fi
zM}^+}D&<`!gV@z(jhvlQ*_8go1~HEdb+8>oRIN;U0cYRkaz`hL)h;);B?l!Rjj4PW
zQ8udy>+r7iNtT|p8nFYLMv&%HhVZ5H*h1!V15rNxvgd$}V~2x!uaaIJSe8p%pV$Q2
zdLu0UrX(ieFTO(I_!w6^*o^MT+Xa}re$jer{1<|ck6-hU?PpPAh58YfVLZ_h3caAy
z_8B>NApRZXM1B~D>U9eJBKFO6oS@n_Am-lL52MbOykMR?<aTM&jh?fN1F~Q>*gw!2
zPR=eN2%2@2XDewYEu_OF=2Adh^~vC~wK}4=(|V>??yG|iY*i+kT}(Ejl`5kW9_fwF
zXew;Ms_iNLKRe*;Jh}127I+&0vt5@oD1HmQ$Yc?e{TOnmf>ulF^tDqyAlp}<Z+whx
z42hR?294z3qjqAPE>vKmI2}p6O5|x<h3Dg*qul73(z_^?UM2ZeYeRo3+m0%4P9iG^
zp`>Zb*v8WJXQrohB?y_l`VD~qe%%`cDS_JItWd<G{vD|ewYp2B?jER3(u!i+@(Z8i
zeh-_3ot}1{80Afa`v$lo^LY*KQvJJel45H_>%?qaX+qu5uQlDJJ={`hk2UFaJvO!~
zs6H?#<mAFMD%xq`mE$1pk9bbIo%sgU&IciO&YMbO5_Hzu$Y-6wkrfGrd_Ck6L&L6Y
zN4fF&-O`hS3!UIRrP>$Of;g#B$JhN))fNHv<;^1xwq(nZ9c%c(SS~4NRVzK-U>>x}
z&MHx|3p?uAPvHDgxu8d9xl)szuDp)oGI5?HJDLX5Z*-soEiDCiN}r#M37NB=7tDG@
z&Cl#O!+Qv8_Jp5iCweDZgM48t+<fuTrQXat^Z`iL%*W0Ts-~fx@ci^d=wVyrO0mF=
z9L>WyYk!yA@pp$#OCh59EVW!{Ygvxc%+LcK0elH*`SA2LR@e=Zl$l<Ndi7g-W&hT&
zp86X<ghcNHZcc6MpydN&T}XR+vv?dTdlboG81v1mF~<4j#<@8`?KKKL@zAMQ_H2|9
z$q#JZCVTsq2udUw5@A&upRfV@$=RTCaG<c`a;Alh%R^nf%c?saejuSm(9EpM_7AL$
zdLTi=G&B{-(_Ldk<nZBo-V!_bsHZ1*<z1Zl_GwfU+_s_A()ZQFp7H(-zwJfe%lmNS
zqug{*d>t@9Y*0?C`5etD47nMz|87cNw?yIxGE{8WtvQO>;jr2cVscMt7Y*MWS%Mu!
zne)9ss#>hV<Svubf1%>%&*@N7<z2o8tudUMDyva=_*S7|ZL;!mfetBSM|ID4#IEg$
zT|4+CQe1_t##6V4`R*Jyg<AU1!RtFiea1Xs|KkQDlYf#*<4~U1lPZ)U$p<Vn(7X_^
ztzG(QO4?@6!0ojot${JcDV0S5ZwoxN#R>!>Qe<~l;-sjh!1s;d-0&qR*UscUMDh?Z
z;X{24b|nu<4Z_ef`FGkrz5?5RKlmZ&Sj7-_`&q)C4VvdMwj<EP8+bHde<xXyh96Ql
z`GU*!t&l2D>q&cd8w%j}IiORRJ17jFz&{kgyrVi^k;J|ig9-yYD@-jo_ycXQb|-R|
z26U%{2(9VAiD|Vv`NR3d3qky?fx$h#S#OnflrH-SBcH!*cO*lD=u_<q<4q;$TV7$l
zX!XBbigx3K4U#=b`ofSTTK>DzGXZQe3pBsa7sO)gcUdyaZ|z(d58~Yq=gH}Cwz-sl
z)`gq}*egmgEyaYpS#}%Rz90EXi`%tC|6qaV?Z1S1ghDRFzjTHzybKhJ@!LpU!31hv
zNG!XFm&3#Ys_42Uk1U}9)kRaz-MRzQs+y6Ke=M>KvlShvF+piVEKN$$!BCH^=|i9w
zOzv^EfQ=m%gwC!^q57N=A@AusoG(vR<0(tf#{oKM?hdB#kmA*YKS7<Kc6X_5puPIJ
zt)ZYzxCz!_WSC`tt8r;Cw;vc2WS4Wfi3hsN<)uW430Ji5y?1_+)$-lSyNo7&R5&6F
z5d^TSyMAosGw;^by$d>V>UbD}<}QA)zW+(e0^a!aJYBN=qKyRB)2OtZ-HyMo`lt`e
zJ&NKds|N&L(Y%<*&LeO@*B+}p%e-SK68hIC6yti#jljNHLQX-L_xfUP*n&XX8${y9
z@}!U}r8gp(?}%*gXiWjvPS0F<ZacR^c%yb#y9(ZA2N?}(&gF|=$Kn5cgh2l`@g3ey
z7fU*je<N>im&~?x4>|0L_G9&ZW)GrOOA;(KRxVIEoG})xBk&}Ti*L{|ej-Xmom68-
zuuw;7W-kCTuVmJ-DIofVVXmnKlPwXF9nKOXkQ>orI}U20@2W%dypvA;;b^#A6`aI-
zdN|O-7u`ZKB6c8<L2dMAl&cSV)Y(e!d-e)CEyujFrT)&5pkX|!B&ED5zws@_?!*{y
zdyPy^v2}_aoA!*ewWYOsLIJ05bVsL*HKj9u(IkRz1S|S$+FBW2zGnrpwMMvvGxf$l
z4Ca7{C`c0XgGEaOhM=~*!#Jaa8_8a{2Yb2~TEf^KT27CQs;B^k>F%^0unZV87_q`E
zbs0zuf4fg*UkkU*CURc5UFeCCug%f}`&E{t*I2PP;M$y?7+H|!lOW=Jk7ip1r&@aM
zTG%_H6{>ok@HBVGs}h?`x%jv~8DC=ki2$drWbJ^|@1NueSKg)aaO=GwWa-K@1K_q7
zW}u=<9ig}HMm2V{xq?yOyG_!)nFo5C&>q_{Q@RjzV~JmwzlPaCzd0SzNlO@wr$Ig4
zxNmT#^iQbsG5N`WUJ7CtB~K~}ktzUx+=oA%9e2Z{z?6C~lJr4r66cd=cnSLv4jAB)
zw)?f(HH<xKY-o+dfpO>}VfU#A$kQTis3~-Q__Clz`>;GDJG=6)E-s6E_O)+Z==|AH
z;6fnJTH7@X;iXdRfuAH8wUt$=aLLX++E}Tb^`kaf6DN8QU6p5p&IilJPld|sy?)ZH
zc#jP_AyXBfEjB+;d$Q3J=X_WbH&VNtF|rj&S<NPsXTtF#+8)1~<2g9gVau1Yk*<@d
z7Ylu+#b;k2+!f82W&ER5pE3f6L65koIB?`d56%;8?&)F03$zS%MR@v>;CfcKrTh;I
z0azY&Ty?6PG_ON%wnUeoDcCCOh)AwaoY|JRQ73a$pr}33bB4AM8f8?|XJNSY{iCCL
zhk8Dd1Gds}dr(3({=g6ZEW4?{WiHd^@T|vq!66++NJ}>T{(xN=+>*k#>o8*u>_Lw1
z2~%8YA=Pz{Nq@Y2Bbi=aSgP>636v{mT3JS?Sw{m)EG$L)isfC+8eA@KCURy$FgA-i
z|Hy^rL>q;An2%b=9$vL_f9O8_&!1mhIkvg!E!U!nR^9bxgn+jmW|tC?%FA?1wQZ1n
zMmMW`eod)|PQ`;xIpeAAKyx~Qcji_}{+VtoYuhNssB!<;PP^F^hNE3)TA7jnS$l`*
zRH}egBB<`{G~)z%2Ebb6LS9tKTUPPPT9+kK6MI^#`8(pu>jxA^gGlG96eDE16F=gS
zK!luE)?nTciWTkECv;DbHYiTgFB0SAgk-e}V#?)nHX<4c_#HNgk{~s&x{GuSz|>EL
zpsW>Wg}6P5&l`Uohz$vzFma0+a&88$!faEnh?&pK&0&9{i_OwTMm^9agp*u+3vLxC
ztZ~Wtd{s4UvMlI6{~YffF%7E+HI&0@8qXk*Z~3GQg#QiwP6dalInB?<Ezc6pDpKMd
z!U1Q+?%O=$q|V4$0No4+9HEuqpe~{$f8fpmvkO+vc4zOh<YG&yGC451$$Xj>*!95o
z_zTGqzqi(FETPG;6b`RMEufB}e!!%O)8Gno{tDuJ0^X$RkW@NQ8}ds_fD8Nk!jjW5
zV3$uG-iRB%wtpW9gpEVovqk<-{9PuV592dvnoPE~Pc?%N-Dc+}MVwC0c%u&&E;*gz
zarmM0MWhG>Wm-ta>cfr(`1Ow-t1mC%GfEj8yLEZ9CQ;43uY#(6z;wV{!6%a*1nnDE
z1YjWxG=9cNL=xbw!dvB&IM^Lt`RP1UddJ6GP;3`}x8H4|&!+o68r9L+^S3Zar^VDc
z?B@ec{m}9%c)OUKNze=rcLh%QiTpLXyhLBr7Jn(|EuW9r2(}N>Vc*wGQG|c1U^LgX
zE{^JaLOF2Boe{$3q6lSC#=BPqA|d4p|0C`!Oi{w!+{&A`m}ymI7x7-g68VBQwBA3P
zc^<Xa5*uTu8}mWHSxUSAI84l6MU9kG(TDKZWDq}rx^au*7^uFG$%gvcn8YfK>^7aH
z(oE;W&{i7LXs)%mxD$n%lGn?1d2B=Z)#5dv@2Kg&6y8gs<#qyQqLv?@T)>!!RRSn#
z53#!(eeQOU2cEzv(O4M1Kk&U!%;BZbI5hSJC+$8}PzS?kUBaEN9rMj3gyXY1@g1BK
z#ztV%QBJw|f|qD}^WguZ=v*9`-v2+|O+``3rK8l*IV+o{j*xV<ofTVScEe^Ios^AX
zG94UU9G99%+BjBZ>^@u4F09Z|x^NV`sm-NGu|?m?<$UMp``hnN*k}9f{d&Kim&X?i
znF6drUk@Gi7JJ$<Ay|TWLl*hN>(uHw@(4~nj!bz_X*T7B?=UWu;`A8N6Y@x+rSy;^
z!v9LPn$o#3wkN=Q+cl>a<9{<41Kkd5VBMdScxsbkJ9s`yM77pFoa${mlB?9pL`)KO
zCdvY?LTxYmIAWuDU(Z#N7xe9{a83L!f7Q+{T;*_7ec4;$Z{K=|HrhzeRG8c5|A&kF
zsw|0{B`v;sC{5R?<(XQ2hp4n&X5y^!sbH5Y9oZi{omJu&cdsAw3t1n!n1t&xGYC<5
z^GHrbb-?Uu5TXP^6o_T@>t+x1v4F;zAg1#qu_qLI1EoFyi-=WPZYxcL$mUw!`{DB=
za7!637L!VSnm_5WJ7}CvtM~L8-yaqEQ6e1|Ih;9r;lA12U&)u$wdm1%#i{!oY|uJI
zrvJ5=U2{FG7?&6Avw$D2WQ?C88wRuIZ<6%Zo<bz}h`drH`BQMR+AR=oj&Et!gB$+&
zDnX3=6FSk-I?Hhc!vHsNIKW>o1@_i<_8ARk=Gz!2MQKLX{53Zslh_QeUwyHM`6QBO
zKx?=k{!YTNq0lj1<>#rDok`@aS(R5|0eefxT%W5`bfkLhm%BDI`8XXw%FkC!#r&St
zTsu0{{WiT_&j_B|5Ozv=;Fo)M$wI9GFRe;0<K*>B1w5Gw`;B|@+mqW0&YjqUUtXSQ
zaPEDfu4K1Y)bb2uUm<y)!?9<`02JRg&grHO<^oO}Jk)(AcscV+-E#=ODZ^bLvUt=>
zvZf+)+YPfF^u`=<y9lY=#7)h=a^W#mm$pdVgGAtxDb16iqZ^K~_pzbjtI{JL6zf=C
zMdS+8+PzblDh5{h9aTkfp==eVcSMgy;ZVy(iR&JWWnR^2cno}+bX_hze#m8SdZwn{
zb~ocd!1Ei@8)%Hj1G2Xv$dD<H6A!0&!Y?gij#k?6n3Tyh=#kU(xzzs*TrOc0dP!j0
zw3T^kMGITrfuTwotwvZ2f~kAPb3fp@Q;XF!HI2hxw;k*kB3>-|F!5qn94=t`{@LG9
zoVc;I5A=Jnfscb?$-3_YsCCvomDnynqbQ3}y;i9Rqzocq8LpA||0vzquw948-@fln
zG_;;0_()u*@dY?PGcJ?`VvE2*cDXn@F5otP?6SmV_QZqYJsecVPy5&Z`unX7m;Aox
zhFtki;r{=Au`0&e{bZPyg}?C!!iVaI&PwQF!tImy|3L=F(71<-NcOTu(dogeYHL|x
z)F2d2eR^KZdsmg1Of~mMk{j;vC(~QpV9rL^*(wJZ#(i66e*gkiL_#zc^6y!Ils?ny
zd4m6RVEi$Qh~04ib<!OdJM)q3g|58Aw*=Z5Cf?*(T09|@M&T(xgRYpmsCl`*eg0!g
za}h%%BHNi||5?PzO0MQJBE}=b^6mfJ!<`ZRSlW5Xi<p1AyK$rUx;*RQk5XR4t|3xh
zZm*^dTU;YLS*GiS_0HvxMc-i@HJE**xcZ^y8fJ4>FlD(;szvcKyR#*^EU@gF0>a+@
zNw1dVQ-~4$i`)LiWipaPX$~VoL_J5P@gRXFG_T1a?<H=DocojWHU#R<crGg*meeYn
z8CqmZBus3jRi{OXFR9~4ao%g{>6aqW=0A61?&2T4zy^Q4(}#{c@^s@|(C~pJxtCGH
zPGPHl?_}&s(YrPd#=3Z9JyeH8|HUOO+mbVjiB?LYNJy-vRxn@P>NnWWX1h)HFzsm<
zjUM7VNIc-Fg_2}Ku$E>raSo1JF{h5Ji{ikuc<RHpluw!Js1`>TB@P!&N_C0|&i3Kw
ze^0WzWOI5Xx;Ob*T}~Ohw)tI`gScFhEx#M8H@>mqr9nl*Z%NBvEQ#@VnaP^nixmen
zY)hBBP4DwS5WCya{r+lg{Lha{Rt}>~@5NFZREiO>r}$>-s2vg(07lW7cx)gO8(ctK
zC1PjOvCoN=RE5A>1Tykkl)wr>l$P-Iaw4N@GmuY3f=n~|=NWY^3~V6djO>v@;qXhJ
zzoH{^jpCq|zI`nHzP@E_UAtQC3LY>B%w}?FE2LCuTO#h~k#L3)9D(++6@${^ZEvjY
zDpR}(nwi-n&EfR{O$n~#GZur!TCw40_8;MbYb~36%N2>fa6uz%2~lyC5`ve2pXj3?
zy^iAi5wh|XwUQtomZYWO_Gd^%sbBQdLqv+)^by%dG?RUCy+ahLHGB1=Rhu1y`V)BI
z)aExr^KS<=M8tEVw|yq2^0u#6YE?9?Pkeg0Z*w6Q@UI@c+<e+HfQr4V5zV$mGZ<_i
zI`s*=R(kVjLV!O!tNHE#g&|5RUFN&&lJx_{QC#T0xpbw|pQ7-B9jt)V;Nlo6D=!2@
zpR0Tn9>_jJ$bKpsB*Y7jqm9I=Kz0%3JKsIir0xL`IQ4a0u6Z(UPKJHP7lMC6WTayh
zsBvOAn$PE$DOn(??Yem{d<Zf?f{!D8N)O>Ly?r!t;Z#fqO)6}tS3UUO5|V4juzw>!
zdDBtGduXxP;7v}4M-9&9<B%bmBZt4ft_SJm#MR?C=Z@b9EeNubBeeDTSKT)!tXjB9
z-ySnb2Cs0BJIUO$g>Y!#(0p<1R_c5$@`r#m>g}b)+Hi5EA-E?q#i67SF1jg9ta`;e
zBa_|zCeEsOje}vXgkoe8pEK%xC)@fc9tV&Cog>F%U*l{w>ljQ#oR+GZRhsS@f@_YP
zqZGaGxrULN=*W6$ccLyJB#zC9x}8ezICn2kq1oxhdHc4rLkV846a!4=P4m+djMHYG
zU3c+>(3t&L)T9R>UEiA7PbvymVX$)I7V6AC{}<moOClrFCD}>q3|QR&fDPjYeSL}J
z`22!FH`0OhrM?)=!mjo5!ls9i5UP+{sj(5y_KYGFByh*<_R7+tI1=UxWFva^cr*I~
z+24|JcMMX*9Q!Ce5<Z|i6e!BG9v?{vNbNZBp%q;@=`0S;*?!q|9iDN8Jl+oVPV7b%
z&N?wz!O$)KLc{zxt9{{9$-piDdmnWNj>npqX>?9K1=`5Jq7QyX)L(TtW4=XRo69*N
z*Tma}(!4tV2%kd_TyVRQ)_BsCmhtKI9c~N3*VQF6K>jSNqE$SzH>Wvv!qR9gDi1c6
z15@RxfeQgn{jso4BZJ@(iz8)BuOS<G(ue{@_}FDwum{o;8~_Gy-i7w>4R%&%Z9?Pg
zKD#=Pps0_7E%TXkdJ=^a&G9GuV|O3K78)v(ZybH))B&$Dk`QnS^`5Od9T{-IXSXQ+
z=u;KE&ml3Tt@`H=e~(CD_ofE0@~KfyxNbZD?)wo*_DlzAmJA2Qla68}BG9=J#BKDK
zoOr^ZJuTI%uf)7h#-t7g*wriU2X7`SK?QwrMoy~-5|iB4Z|K7i2Wal5!iwg<dkxy(
zg^6O*S%1ZhL9z&UKd;gbro^=BwUKyJhy!0TVM!b{Uk|r#P3XdE?@h1VfahxY)oD_}
zRu?mkEAoUNL^trQPl*jl{%qASbyr(d{PEO!$nvz@=fd-CDH?^L`E@GCY|J9Ara1*F
z4(Ioz@7E56pB~zjCW}3n{CPu$ix%0EWVxLpE0p5`&F+X<C-5ACxt3quUAM3ry%F~b
z@5`#fgeO*tH=fYL+$^=JBbZdUw;mZ41C6yvRDB215r+4vyY?`WB}}n85)Hmz1CdZ?
z=qae!5z0_x245nQ6XF`K2jCIqhXOxPgoDgcZJx5FE;wxCzwmzAsW9imyt2A<Y=zxD
zI1G8x5z(vNi$UK&EnwfM!cDeTx8Kb`pvD+XfHUQorh=WkrTmL4mbiX*gFn4xI{Cz>
z9N0@HsSk}gka?2vDOLjZ6R+9lFfa)cN2NjR5oVlgFbw*lju$%TydF_rD3TX?C;Hk>
z?UFpto5P4eC3|i<BG9ApyhtJa-x9Hapc^N(|JgEDw)bZ}iXRp&n%fX%Fe_%Xx}a-x
zC5h(zza<cj@p6<#US)=#*xJEMAZLH8t$*a>)Yg~JawEB}2@!)V8N8=rOGrk&RM*b$
z*2(YNW(Ew*H~1pLDcCZ-%ItDGsd;4s;)5)+&T{@PFlYAVE!4tySC;R|JzDndeC|JE
zU>oQu<oF4z5ekka6Jn1<LS~`QGdKfm@yYUQ(uM@2mc!Lu%zIIFQM}e5X8k1OkySlz
zlIzmb^_SLRUH?c$J8YOuL+QQd^NP2TyH6WTyL7nioX;nELA8y*q+i#|T@{~Jd6E@B
zg5^P*W0LPklgM3xW&%3D65Xu50%zihap*MFwT}~zWC!<WAIq4}p;-P6s1yMwO>*J}
z3X+(V?W!tJV9=H*AMut(37?|yzk@Nw@RbaTM>0t{{8y^DEnt9Hxnmib7n&Gn=@`2I
z2?<Ro@D3Vis=7!Ow9Qq<p8vCIiy)Mj?d2MpQIYSaVrmf7?^#OI9p%`SB&j#V!5Y0z
zUCXtz`Cb`lRUX&NXW~HyzuiK3REm+SA7fDHre5*D@ndd7{QTN0RgRvr%9<*PEAm+J
zbU;r+w?%qJKa{F)tpcgLReD)*Pv!KzgD1y(WG&FB&ki|HyD$oW*N&R`L9z9T82jbu
zoumVrLfs<tlNYOLOk|I+B+l26n*=6Fd<=Z?Y?a4Kpm2Rvl1|@B1^g#=?QHueCAoAt
z^SSU;)h3#w7g<CGM~cd=-|=YYhftd`3aiMsmg?@q(GAEGWp&EUr#VKkn89-e&Tq@^
zKLMa}#F>DdVt;?!I-U5I3hs6@FOQ7uR<d<3wOWEW74}5zLlJspNHeAGQ~uuB-6dT)
z!YP9l!NO4k9N{}R-k)2jf9Ugg<A&S1G*inz%T_<!c}S2v2_A6K4;;bkL8vBW(rZ{q
z<Lf7rpw~G11K+|AgrgGM$@Z!cbC~5ea7z5aVj*T***=tS4EAt5zn)@aYY3;1guZPj
zpF=KA!AP6!Q^%vpwT%yOI_zNDI=#UVg+FxdD1-^Q1zqB$FKnrTWBDeGt-QiWC#4Bj
z5&*W?=4Fh`f1t(e%KPW@TlKfY{m>9sml5@kW3pgK4J~zjk<o$H<;_zPp}Xo_D{?%@
ztI6`0Hj6n}zypRZr=)=G-btx;KdK9YDr<=3Xp60`TvcK0{?W^Z2`F@~*F5IohO(_+
zA)Om>k*Fe519=Udj-bKxHg0`sU70c(L7_ULzrVlunNIcgn!((QS*tC{EyL><5dPCT
zf=4}%)0k1;hMThz7{o`mxgm^{+<;UBDCDed5t#_qRZPFu)Yq$N|B!Z3hp(^w-x5ir
z?E0_!5{a3aQP$ixw2&;8e-R78v)Fk6XdbWbK1Q8T<?RI}s5W6fkxEIqI;InGN-;B~
zzn`ANC{khm{Le4hJAYfX{zU254&zR*Gs+U_U+MsSKe7KKUVkJeUBu@lh;#ECVV&H-
zag454hxe^z8Em+ZA=fIx2cWcaPV8d=l7~3Z(8WB6w{Q}a>N@*l02FytGm>Ylm5YF|
zy(#M1C}P56US+<!j@t@CB$Ex9L-+R*7__hRh8?)Chq3>_;ED%hDZxB{29AB(rfD|n
zwwE?r2WbVE{g}w8V*@R3F%TiI`yzI}#mcyaGJ)L8jEdeiLof0Wh(tO|ZovfEW&~V7
zYe28=5Zvs6p}Ur$uo_IG-%H(3=!FC$oM03S>3~2Z;~e7erq^O>$^&-6io5W)0qX+C
z_Y-O$W(u0C3U8*k<EA*4C;j1)1602uwekb)KF`MaaDQ|``BNHyHDoi@OL}loh3@#x
z9)kHd{GZ-bw*9i_Fx1M1Dwh}k)qN6N^9ni3;|Qu^{{4OQFA6BJ0{`55{yRsnx?=Rj
z4*Kqca{q!u)4sM%<!DXbj8}zGqjl79`@XFG>!Q<v`5%&|l;If>?(&XDn22=iyMg_<
zk6wXtO<Q<xFbMImW%g{@J(Mbj%oMHWChP)!AR&rc3z|HHS##oK*GSk2>V&TrhYM2A
zPceT9pfm_u9xx~-_T-{k^&OukhCA%jl5!ex0sMTn`fXI$&x@{ij<h)Ce9{*9+;;r-
zPxpP|vCJ_n?&`q*mN-*55z#u+E{q9ghq)L_5qtK+^3dj_^A)#>I={0QQO#9$0RaKN
zt$sT%+}Q6q|L3ZpOAGIwzbIIj#DmQZW&5^N8EJ)HUUFq6TAS{GuhOZsC`(%4ScrVz
zl>4@}bQ`|do=5OaYsIsTb+erA#QNGAmB+93>IzYSuiScjEsy=A=H!)kx&E96!U#c>
z=(rNkSAD<XdR?3PZ}9u<4?W0}F0*&~?_t?z#FMd&$&>N^isS?}!%o<Wf#JJX{hKJL
zNoDmFws?dI08ioxY@&OBoAEsu>rN@5CxY8st!f|YUs(F~ku0GK=tLr(Zqu{R`A9Ff
z5N_a(hh90&mR&b<n^dn!SqCfBr+_Y3AY=m}M=IAjkFmCn$tOhUp{$xU@J+dseLX3_
zCu};xNu=<`3nk~@i0M(Wl&!ykPq_PFzfNJa6|bR}-i*WG8vHn9nC$YH<ESJCIAqFo
zt^QFzeH^=eCBRTUe2tVi9;PZUsy(i4R*~j<=nj~-#>BvSp4;*?&b3b+tP7}~z7>io
zUp&P>p6jnDWx%R>o+moxIc75vAXoo&4*5D(&$g)WYiGX^Zh6-Q-OMQtu8sPT@Y2S+
zcG5O~M}Caq?Fuv#=c1$LZA?SK)<ktxC9e(TVjYaUPia$cE<8l%u`n`LXtq4|aMARk
z84=7EsG91HY`GYmLpXnZn8m##tYC71ow^q3m!=nWTLYxR6}FjS{iK+M2%|xhRgHty
z6cefor)Db^E)$Int$gtaE(-ErdD|@BoVDeSLf=0`s?TXQsJ6&sWtn;xG5J-(&D^U4
z8oaEzl#cV)J(D5ks<i2{23Y$8LnK-&yW5?EPc4<{7Q6qLNX<n0-o4NEb+hEs#AY3y
zL_*ho`)>pecW@zLU?lJTqMjQx8Yhm<;_<L<&gN=sQB~v=@BMS74|$-5pq=Rril;eZ
zywbdQnbMR!*F-|!%H_2t*Z{=_Z_BAUf*y77TuMMqD;{dNYiI#3?NQJBzYM(oc(tZ|
zHtJ|ox#E7fns#i#POlVz-%DNZL@Mz8uKwV5>!GKPKBcbi+YpziSgh9|Yr5h|5_SFn
z?m5mCSA%$f^3AU>MNp-5YvJ~MUH9&D#6qg$p&w2hT<mUU8=i|Lq;__-A?fCwJCC&3
zn@9*#yn{lqHI)Rw0yIn}8kbwPPq%3|RMyPg4kLOkO+DN_iQSCoQIG(LFb6uT$?*UV
zS^Ts~FnK$gtP(wHTgmhF&M$wME|Rx=!F-gP`v&*At=bc^d4KBg@#ViU+kXG2Yinbg
z^}|DB1o>;r%da%tQ#4m;N?K~GQSkTnQ(+fM{feLGt@RuIlX!JjyXP$dh*kjB5Nym(
zyD)n(?m$n1U<-8n^;ETLm`5!6eU&GrMttTbKcn{6{ppnsW|v2QW7Zct9!6iu;#29V
zI`n>0#_xxaCtl}0dDTD;B|n+A1N*T=a|V5M^0z?#l@Kcfwg*!C*rCKDK7MW4Iseam
z%PU-^p>)|D{3m)~hb-_DMe#%*t&eDq|5?QK*Fz(kDn4LB;gf?FL3Vq=-I$oG0U-Dz
z`5Uy)E0=eeR#a`BIE^O+Vai&XlZo><?8Q3?=NF`YJy_nZ?GgG8g4v<>z)=MZj_L{k
z+x>)e^~rRZZt30ZKVuQ@3UrT(9i!NSk{R{tRx_hp%`Uz--$ReP#XV_Ifv2@2o9jDV
z_9IT7L!o?4xC{3J!eVFl4)`c<VI;P#AMR3=hgTMtR5Y8R!UAdzp`Q?;aO2I=FC%br
zikZwhnHVCgb&<~gv+!$tnEzW}u+lSN?QAppUv=ko6xxleZFhMzl=<Svd)SK&C;pS?
z*f7KuBWF7+fMj1z^7e_@ld)v%E>rms)SjQ!F!5SIWSTh+5;!oH?D7nhXy}J)h?B^+
zb^V<8BO)?A^P^ml49t5!aSL5ilDMoIP83U^iJ6MsfhKCZvJ0AE!?dX1>C{86XGOV_
z6R(vfB>jnO;ABHiJAWwg^jPGl|1EJ;-p`b@#ts}0FCRMK&=TvDyak$I8yCfbt-{Q8
zYbW_{*vaLse_yZJTe4|>3FIR5a=J@ky;Acg6x~<lGB97NY*J$DwFN&aW2vwz&m`rj
z%tk&?c@&bc3pgiyi{!HZb0i`HIGYz^g@LN=vz=UfgG+<aqj~lG0;Wl*Gy#uV&*A5x
z-L#d0VeXtBZ4_a{C@k1arML#Y0gbwTq5$hRArp+gzx@vtV5s`%TH87Ky_nGPuKNK5
zDGsMw`lKobnbs0J<@#KOQ~#AwTdR~kPd{17<#V#E?}>Bq&Ka#cimIAibjdZLvKVZq
zpMK76`|HR&#li9JuH(2wRaBG%f$yju&$Us0RVLXQu<s>tw=U)mgU9DfCB#yK#9fzH
zjJ>t4!+-*n-0|;m^6Ol0Cax_6=<iMSq<QVCmuk@q-c$#n&+n@|^2ShpD)r6TAFh#2
zdY?*l4*()%&2^VR-AZb}RMFE3{qdY6G&<I^#T0900JdAE4QTKE@a9*c)J+T2LnI{T
z^c8Ckft@M7D=wbKW?f6tLN7g`SSVx<E0f8?PWjL4T1L^EAOrSmMKwXO1N!Yx<Uc&_
zb6$COl}Gx)eYGOD9@-kj(Lht8(u$Rfh6TD<+CxkGsG(fWdAxTmhrh_b2}*e&Af5Xq
zD}NG4X>8BjpK-7MK*TBj9hs1-?*17-&MG}&>Zj3W<U<F@+{~E)!o>Nz>Z4yMq`LHE
z=}N}K>@+}Al`GiGCz3#jB!3U4@_@8HQ|f&X1}qKdunWC*?Ptm)V3h6KG{=xYa0v+Z
zy$~KR$#A|A7f0<lFJs;P=)Z|*=+3%Aa$rS9(ZmuWsAlgD^?EYlYm>k9iSj35CdZfK
z)m(McQ6l9JqHTpXleXnJJfV|czNQhVLI9pPv=!G<vt4n1;IR6vYKOdt{Y0cqVc*xL
zY1V`OZ25lABD}AgO!CisUtjXd%F->^>?Fpjv^4V5ZMy@FI^cSW;VyjWEHxM8KsBnP
zAV$*CbH-F@noYCmsX<WcX3!m{mf<}kX^t)esiVlJigAm&l;4eNa$&Xz!t$s}BKcQa
zeWxikvi$pLnc&3Kea!jqA$~KueaD0YIV#{MJ}-=-ZoZNhNEJ5{<w@Me^p$zM!SB#*
z7mYQiWvuR^zOgb)Y&5SS9g%s?fw4n|RhbWvNJv-DCpZ4NnRUN(v+Fe`j%ZY)jj6gh
z^DK~lHGq_+7(@?6;z+KZCx^-IjwDZ5nOF;tCkrS*nftbk_sl)kNyH3uBn;XgVfcW2
zyfDQY+=})HSZ$MZ+qrK|D2S0p<-G%hoqc_F5Rt|Ku>uwTN|IwEAT%b?U|2B&USod{
zfg-1eXB!2yp1sM2`$OwapMTYnpx%ppqxLY_N`~l;I~c?4fn~$w-TkVM_(7@J<yxS8
z7tTX4v=(Ud>_kSrZ&B@d!#MCKmojLv8RzBtW6kWB7_1)L-aPUf&AKZ2b(X9r=2Ilb
zZ>am#xLxNsT*6}1^2KFpTPRPS#rkklDCJXqxPm#v@YA-Bk)TGA4lM^&Qfgp+%ow^p
zR|Kuceiae}T)$&%*5Y$*%i-79$*ljLPG!6&aXrs}7yvvKmUG*$rQUc&b}H^+g^JPx
zizn9e0>|%f_o>Bdjr&H5&b@U~&p+A0Z*#?Fp71!fS;(8;oN-tADoMA8C`hdlc$}=c
z$kSHV5X@qC3<jloM&y9&)&LHg*|7bz&PS=imJ|_X7iU1z?MYK!@rIW1D%X$Npre&B
za9y6VliXrzWEK-?70SLZ&ZBN4#MA<*V54q@{EGv=P~ZTs;D$cyK5(2E1)2TmzcB<p
z<*G=-4rmr$U>EmHo~)>Ox=A7-7a3QX8U#X^>}vl{*ip1{>je+zUCFeNa&6~Ba%3*_
zPLL#a3a3xm7v3*|sSTa0>-j?9NfvXJC-FJjp^rcG+hQ`uz5#i1nDmqNjE7HCgT$q%
zPFz{h)DaeW>^fdE?DB-Sbfv5YNS8B|82!w&x(d~;BO%UPJ!tnWd0m0@gJVaKvEzxY
zU{0vDp#I9hR<fS+-VD46eWBEb`*oZqhS|=4;`F|Q2}5uq-Ox9>4Ur07omcmU`i^5G
zP#reyUJ>N=cojRbj|DM?Fn3r8gOk7BFCsW+^1c+4=<}-e{6}y!8%S>+4fZ5!n7jdx
zVsxQ2#T(2k@0p}_8ri>p-~82ge?`5dkw<=CEly-0ZsR<obB#iXt!lzSc)onQOvLpY
zI$7cx%J-$a_d3}2h8=0{iz9NL>;CCN<$5D3*kuG!*aaL(2RjAUbrT^mG$%kRFg#!i
zu=_nVphP<#XaPn02HAX#Cz%UAr@667H$Lt|*L$w!<y15USy4u@XNZ4DCL)i{EKfRy
z<!oJkAa;6$a^_rI<YlzBud<Cx2RwDCg;xsP+$t+7S-!yA)OsURbCc`@j0oC7*R5P0
z^MR5yHS$R2mPqnWM)(4e`jzpCNRiQahIG1Z`^^#R`=h*!Tf~aKBWR=9ZFEc8)#aAN
zr?s>qT@ReD(fXtxRI<@JA~l?|w%Dy8lPldNXJyg>%D*Ny_~vUceYIRsVg%gg*0QM_
z)DQ$Fj4CSxHkp!QcJB&SIafOOfYzWJ9_!YJxU3wu{Bi3CZ@pdKu)5VH6qegq|2AE8
zz8c8qS>Y&wSz?WYZ6}kRUtv0i?;)q^cy@ffV~O1ZXH^%d_GHaBZZ7=7AVJjjE?67j
z<fYs!v=N<vaF?k-6%i^TH!}hI*5<*~Equ}4aOF`F43O)@Q=tp$MPdRY(ND1pD_Xk{
zO0R!LJE49H4fCyc{d6x16B%7@N!1(l?czk9Vn>Z2)=7RHbuD@Loakx!7Z~6`5&{Wq
zuKQ9gz@j{nl!JC>HSAL%Qc-lRnf~EFV;lJyMz+VhBjF3IX^&IHA!v=u%rhsJ{-8M#
zL>n#$e1v3zn~URVFcl%`W>LpgQnk`Zh9P_S^`iUKcGfcS-H6~Kyfua=fLPpEOY)6a
zmOmbJ_)ofn%=-X_mReT!I&P}xA0k4gHc4f=_TG&F=WIPUloFof-sc(BYh*~VZiosy
z0L*%epfvC^M7BqnQOjDckk2{}ps<W!wmSyf6)HYi{k}HASFap9Y>`S4A-u>mqk}p3
zm0*bui&0u=0UXz!Y_}Z>e;HHQH@@zC?c1Kxpst<6w64G^w8q5-E?=rXO}>ISb!obY
zko4eNXa;9mU0A+G=FNp=s^7Rk&2HVy;y)4ZMF>i55hrzz#ph(TLZ|&fMDGzNf0c>Y
z<y`cP+8u`;k3y!4xU{<;z3-kFqT(VRC=Nw8$2LlYkr`@H|MY{q)4cHDF-QN%6a7WU
ze1yM#ux4F;wJzwz>P?;VJSX$k7}Trfh}?6po?-Uj@LYdB1r{U{{@W@139Vn_s}EWQ
ziIG6ICa^NSi?$p`BTD#QsVa))QkUp42W+=X1Xkiv#vSXmiCry|kR@=mU<<8lwS{&J
zf0CJ7X#Y!)rBDz{w?FeO!sy%bHUu(=DcxS(v`_}#RdC^Vw~MBbfwSj!hzRmmR}#02
z#ly3ZxWp%@+vI(@ZQBcpq2#m!=vaZ*x&!EZAnFmB2PKnjc{i+~Y9ziM{GJ@&zTvc$
zfVA7r-n~99Q#9aB;M)rkDel!L@2ZBg?t-rgBB6g>3Y+$~q<BTG!mH(XaDcCw311O$
z+HMI)%$4w!2cX2C#{%*>+~&==eR3ll+^hBQ71woxduT=+djHj=70h=2>uhChvaDvn
z;ZPrZ&=IJtJ<V;B%jFNogUk7hzBSUIF#yi{6@@n*xM-`lmum*Ft1KG{%3E0#SFGZk
zA9sv|kx(F6TC-kx36ba$DisSd#)xT3hNN(BaBM!ALPUH~eJsH8Brb_h**HW%9SjUR
zbo3Oauy_Lse=Q-kg_KBvCaNZx&m&{zcXA`Qnx>W26qdsr5yP<NcOUVgwk%xQ&Y4{X
zsm)%?>4M*KnVF1GcAvc#`&xQ8ci)c5L1{hd5SY)qXu^#bX`Sv7Jd$!}uz$OmPS)Q&
zDGajBExR>$aWjN3TWR1HV=Mvn1zm+=iR|g#=-8!?^PT0q#{e?idXa!`3cm4UQsCJi
zf+zf%R#qv$9DN~|d(4g-=p|MU_UI5!UApebzc8*+jfcJvy-YBeAC)$1>K<GZpnTA7
zsLtUfPW7C!Rop-9e{!(LUjJ@SR(a#I9S6>hCVM(IW3|sPwPROk@S@sZe2gj0`Npt`
zY%w$FlX?_?XIfKK+1*o(z##+n;>u#dp{*vvhVVD8s~g08X-=&a>#NZhQ9Q}3iQ&GS
zi#=Cy{?8LTwfss>oqL_|vvlId^}(|}wbwH&hnq{Lj<P9dfM#!>jij&(D$JlxECAyM
z2$TXn4vo_e>_<k%M1{o6&d|fJ<8R{V-It698k9QJU{d9rO?`6wljItiOuchQSWhh&
zXu98pDBTPB%FE){W{KH_m1ZIi+$pOlt7sjM!k}>mok>g<ex6zM>ip0a-Yv4_fvrWl
zg|rr9xec)7GV2HqztAg!kX@D{dhGXzLnnM7Bp+%Mw@_*iH!v%LnMFEf#puNfCeYBy
zTGF!A>`=N&^@Dlv4CMwDl=i3J?Yw(t{Tv4Vv84dGLcqOk+v)LNi$W7-R$if0zgtmk
zgx3;0ee>O7h;Tlg`QYe43_X;f4cAm&M}PJGe&ba8)L!2ryHHB~-Cf|da-Ov5jjcsF
zLAC8?kG!R39F9l#Zv;1~Grsie!##al9wj@+AjC9HeOU!dt+-6MGPYafO`e)R?!krH
z{)5;#?2~U&iq|i!#xN479cZo1+Vg2&_$bBGOkO@1^INd<cWG|R=B0L}6VCK4Eil8a
zMW%IBZ|}asBut|A)+-!!fDboNqqVIMR9l7AxFKjqc#rg_et6fR?d#Pn&T^i)N^|2H
zL{rwp@9Us>0?{RxkltV?_sBl^&O01X%EA>|2U%Z!ae`{-j|THPs7u2LhB&(yib8;#
zr*LZSgTmIJ9Xz0g5&NfGMxkM;*lCemx1PTgvnGxAe*I^fZ;;Wg$l=v*e%27*9rZCp
zDknkphXj!dUmn}IGWOyU^y7ixo4Q&r*KIVPY?y-s)gFP|wMP$PYJraas_)K-R%cV?
ztb=s|x3QtrAd5_z>N~zeU9H>=#_oA8lu8AsH26M6v{u)s3AR?H@PCUUP7J1w_GGel
zM`}$H9m5P?6`x_Eon|R}VQntwmZQ~al2mD?n46L8{2hc1*A)bJzdFqsRbR+#HLPc_
zifSgH5huIrejfd0%Cy(BY3CvM<yWgm@wJ^kh`f!2HMh^-fBXX=3S~oXaH9fy_q7ZG
zJYk_|VXd!HTxYiX!B%_X^+strT^&Y4y0&yAgl6?^BcHHIdGEYeLE-UeEVD%}QvKls
zFfd9e4sd2qSF_Erf+%ef%Q`Z?ZG(m`=%45qY_lbAuk0{*QX)xZus=i{>+TqRE*4RS
zr~+9Yb5$J7ZVhe?nj8%WIqWlg-)d3X{9AG}h1E%^hB9*NoaLA!Sn*Tro25@(!=DQv
zmFVT)^R^Ig{E{33U*er|?AXn(Z!1Fv^lshuXNS{ssTF24<5V8xveSaNh_To|)ePB;
z%Kq}Dq%^bmGMzeX8u_*jKPj|Ngs|WK{DlI>?t{E)<Ox-}YxS*6zab3r@Mm75r>mh`
z_fxv66+z?jBqw!&#oo7sB+}+^?I8r*Mu*}BC{lC`Yq5kt7ykg^dv6g?Y8wp$_hK7p
zbuh<(L?2g)inz0`*g+>>e{H&gX~*kYxa<JY37m;XlUn4B0KF?m`6$5$BfV35TJgfT
zwn*^<{i3qGgbnE57ZZB_4_6$12HUJQQ-b-@S%rTX-9aSa%FZ+1b-7~xUbR^u$r_5&
z9}q)dMB+Gr!om9byXIiRadT~sHY_GSwpS75B7YRHTWjhv@Y&S^ZoQtQCzT^<0#cN=
za1dz+*n0s#z7ach?3LaTG0By{qFQZ9ghOE1feC1)B>PQa`@+gHo>2#I_*ee-p<@c~
z3q6mQr;IuEx9!%<^4NlCf~RH9Gv_*$%|2;a1G%!4y6`;lU2uWgnBON@-@J^eNQ3?w
ztNoRDrv3Hs=K#y!**0hERvJUC_pRYi>82l)7j=tkDXcnl#aPMqdR`vTZlHwPI7?qx
zTTtM~X3kRi3^A)aXJ;@YjyzDEYev6u5C8?|YmnljXGa`y;LJZ>6aGlluN*G)q*L#U
zjD&0C-NoP0EBH0kcf4kn1LOFzK4mA!bqYLJLWxNa#PSF26_{^tGDXV8rzEE;RDM6@
z(6G`(R&1|vY!NJDUi=GONklkMJ7~U-C>v^)wz#YqZZP`Eqa_ifDELsai-LvyJ63cZ
zmY!HVm>{+uvjBa)xl$_6D**fKP8~;vJn)<tCT(aC!JTLKB4D$0%#}LMz5A&r3r%PB
z`tS$hKz6HMHwgQYq2}!wq6lAc8+b1MzUtY4%}<oF(#kDrgUEOelqnyL4~Wo%T9@5b
zi9IH>XIiEpTXTd}gJ@4o?<#^P-EMB1Z8+^|*4+K2p)TJg)*J%qd<sE3cccUD?BE0@
z!8@7;qynS8<74Ybz)35auJ-@D_YT<r{yc{nYWG{`zqmQ@!%MAKH-E52(-9WiGfRem
zhU%eoDq4T=J`Nh-vhHwKK(b4eokph}%!yOsZAx7QBg9r?JXX?}Jx_ol)fy-;d9sp}
z*IaC4YcbouY>vj*le;tQfAi)@j>l%d^HX_*Qi1+cQgzlVNC_|`8qKE4A6U^A3Vpy~
z1VyX26rp~5zGLufrP0I#iAq7+aC>JY=y(~AkCBT7LL!4tWda76L!fN}8oNrz;5uYt
z+;fDQ{DrT4tn`brz5#Lh?ltO5>KfY<QFZK10GBaE#caCDI^?u!6&mY-iPQ9rg$KKE
zmrk|Dg39}L0lfl*k`!gTKwZP5RY7fcX6)a4EGKOA=fqJ;tX+Wjq`z`1*y2qviZJkO
zC+!0*g06D;%dw*BGMq@<UExf$#EMw%sDdKvlggerQ(=cN8Y7|=mybrzS=W1{2lv{x
zpXWz!fl>fmC4ovx0}ObiMjg=T-Z{O1W@YkEZa541EXYnqxUkmv&n{i2@FpU+QQ^A*
z>w=25<gJGP;dr>}k<8mmxg{I9qL-@*xPw(Q;Pro<udecT=7ZWrD@3c|L~pK-;I~7N
zQF0s8oAZ8{H&>nc*XsJ5%4$ZIxoe0HQym(xIR^f2UCR1iw6+y)Np-4PBWu?_i*Ip7
ze4J^cMuJ_m(jr1mb(+6zsZs{kFO;L-&e!}>^b1dc;n>QctKpgDGVdK#ZC#e`&e8wI
z-T$Z48MHM;G4<d}o(%-wk0=QvkLPAs@_x+R58mf<96qjme4FaEZ^x~BNEm+hz~pI;
zwSf2V%Vs2ESLO062>_Oqr^L65S;g%1md#KS_D-P*{M4n#E1}#($y+@E3yud>4xSwW
zUqX)p9`jf_R-hME`zKYmLje($dah38%!~6WhdI1_cFwW9FVTXN8Tk6G;=E8mJ%|7~
zn!Qfg=$(SJvzPj73~ew8<wM0PpjdbVii!I9%O>fm0h9-y@|~ciUqQqj9h-T1Aw$fL
zB!&==j>Go00snu-M+ilNZ10;h6E4yy2gZ+!m`^K+)pWfc6Zrbba4>6?vlf6h0nbZu
z6niI8v&NL&y@qOq1zOi!I&8UpJXRB*xK3RC3Ns@MGTHt(R(rv~YU9<Qf*_acu&#Z6
z8e8^9?tpI^Rci{0L(!;LlSEE3G!Fz;a+R_4FpL;exVpokKX}QpbE>P`PdgjYZpKFs
zgPJz@%H_cKn%8t{p*_5<3s8l9bcJZAiAw^o3rAV^@I%Omfm})62W)Mj(n_+B4dNRp
z6)F47LKiqR0l6E9X-Pl+<-uFwuEj&%w4z$l-n3xT)=^haz&sNn^Qsz#refF8km}9e
z)SdNn)%!rJHnkfmHG-^sMF1103rN9`s4q1*f3ok^E<3bjDw!g}K4CW&v0;R2SO9!*
z?s>xxguZ0RE^;J-_y{zPP(S$9z-RRl;Qfon<(HBXg%L|2hWtwQYU<BrMFvmsRiOUX
z=a?tZOHNHiZ0d>I&%`!0K}|Tdh$(RjV#x)DD$fKS@35teK{;xzV19<B_f1j_Ti0n-
z)0uLfTNusB4I(C+F!a^7U33<cDRLkt<vqDYSL`8gz}yyzc(zKY`}M+T?;p<2P6cRe
zw1+Qkp(o%D|68)_yANumTX&Tk4;%^Kd>M-F843qe1G#~HRImCGwM|I1heW5SrkV7E
zqr(&PZK@jD0O;1ziI(P3^yu)s+lAH%K$qH-;@|xp03M;5%1!SHMKI9oJ8y!OuTolr
zqnx{07=JM>pS3RntGxr5y(98UsMCmUxpV{bP8h)cpE3ce7zsHXBd*3lG>ee@At$i6
zFz<10$MA!Ds0x9B#l#+rwxN>4vUOhXSiolUZ_1{90oxUZN0_s$5cgL8OxQqAgXsD0
z6<TFsU7(44x~AeGgbjsCDez6jIhuOZ=rH0%up8qgCrQBlUe7)QEmM4IjuE)-G^I9b
zY}>mpm?^*FZFUNwl6g>@w|XTz+07dVS>H!CGI7$r!dx>E+@eh~`>dYp^Q0YJVK*Bj
ziV3rKVyRv6XcY;+;Ey<8j>q;z@|E?q*N6YGRnx=8H-Dwm<(JWaV9W54TK(bMDY4PN
z)YpyuN?~i}o*5NAPZZq>DaRSngUI~59X`>f$5zJVF&hiPYuo;tA3wL1=JFh}{No+Y
zp>+ToygKi-p_zZPfskC?C?NV+PjM!5Sn>x7akUjEY(4gdHr~QrGJZf7WS$g*&|A`t
z%+?cQP8Yfi^|lMu(oB8ma*4=0uP!cGjLw;)tjB2}TPdz9Z=+Tdg4gq0>x!|lmK1=m
zUEp=Y=83aXP&@{n4z%sIsDQrl7XJ|&hpO~akJkyUdPBw*F5;2{c|g=R_73deqDb?v
zW8NLmC5v9obwdjsmF9fgZ|?AD9%~<V0bA-fy0z|3hWgScTAiLSqzG2487Ci&U?L*m
z$-R3W4SQytr~R*LV#&{hl#jizL+$-!c;A-9;+s@^vS5%#rXNAeTSN{}Fo64@Qb$PW
z3VMS`UH|pck2@w)@Yn;P-P`uLyN4S8q*g_t$4)4V-Dhfz#p>?K{H-hh3|z5u@KjKb
zH29<I3Un1ubt>)XxjwugZcj0lY!w%1wK`3taFtIfDG?dqK)#W}6WIhV!vo@P!Ih{<
zL0tpd;>)_it5@|83|57lxcg*_H2}-`Pf}#un2Yqm8}f%(8dv(E|5$Mx;%7hoc8bmu
z<&aU+H1_;B2AdPZ7w1*=(2+`?7{pazs^8dORW}8Byuv2@K*!W!7AUy99N!}{CuVNm
zm9RVak;rg`-dwoC1|xsFOSp3=lVuZ&MTx)(f{W`kC#AoItG#k?$q-4W8CbU7uFh^2
z089MAMu2r*|CZo_9YrMj{wS|<UeEHcQ+RbYZziS=;kUEN!wqC(&N-k+JEe;S`j`((
z8K*s3+Bp#sKdUJe@#jbk6u!78i(P6U<DxP$s%^0zhe9pu61<SZ^#T_L)yD}@-6NUH
zh$$_+twjXpo@Zp%eYDwAa^6QoPnG`H){X&!wAUy_*ZcU3EbhMWA_62fMdSnkE`2P`
zOMs)Vu+bOa+4Y9Uj7QQ!D8E5K^!>YW{@ui65!HvsI}-j>@Aak#B1Uw990A%Bf><0J
z0eE*{S~1O^RxrAADC^Em4j@o}iFoI0lo#V;?B3T3p`r9{c2roR;WoN=|HZz!O5;E&
z8iFd^2zXev9%VTNSQ;M4Z7G-qJD{)Y%16uVF0vLV)c1q#{*$R3ago`ly;_~MRm4qv
zGLo%k+uj`oMqXJi$EX*=EI4Qzc*BXJ!RW(%8{y7=inFZ|WwCzGuCLBVKm46D5SjoY
zAZGrqVm4irv6MX)E(qR@zR-s8fxCi^qw|`3&P*Qq-x9uP+vjV^X7x4Aak=}<(AK{f
zZIzBJv-Otp*H^bc1*s-uAT_HasUV13Qw0%jaO3x3H`-&aP&>;r>Wt4;{MbduHReu`
zSMw=0ur>2zmD{tUL?<R!7xeX^$b8x}a^68*;k-JfV2M9x$?udUW2~ec?)KSzJ47{d
z9LhAgNve<vNW>`>y}sp01d7c*mn@CSj6xl>Un*AbjL8~^31|AvcJOd3`G4&02$`jd
zxJZOk-{GFc1Zug(ClU;JVkl;3^9>^pSb?5t|8-H0Z?L(aOvZYv_$k?2?2~*0f)K0v
z4-iVI0kB+fG1G(#u+b=B$mofLdP^qWU|4v&w!S8BZ$}t>p{%dI#wzd#v5Euq@|NVm
z3~^aa>d<BZe3^@8n7<YrGSXnlR9Co<ATpjUkL_AwV7WDJ&v%_#SqnF!HJ?$5p-wYJ
ziwaJv(gGLI1i@Bl#)l|*(*h8FeHzEqVrK*A?@vLD=dY*zv~H!fnx;71xiz9`9#Xjm
zEIM!0m@b>4qa}&u!8P+Zr+wfbIG!orGG^Lk%{`(5KplA)@<$1w8$pID21SWJV%QJi
z^`&1K6jc|x4_)ycElu9#;g0I8<oSQi{P+zgWd*9wQ9QDuDyzpSxf4F!8;-W{L{B{l
z21|hyft7{_E9}7GV1xt9i3hw;W5Z;7!NP7sUn<9JMaX>T?l{`o0)O2_ZJe2X6iPX3
z+BUp@P4)|(C_I=aiVE<}>?4Y9;L=1P)}DM5pW`^tht)msj^(rrZdIXm_})X}vbV=i
z^isR^klviC6KW!l`i12Zmn!5S&ex18?4k}}N4H^Q_poDB&OB4$;^y+-f3MB#9L%cY
zq^hwRbPwsNZ2N}Hn>ntLwhx>cXeQQ^^|K1s{5Sg6hUi%}UuKCoeNz1aQbYlQk{#Rd
z`l0_VDPj|BeDL?l-XNbkz6g^76;D_{fV#_xLby&1DO8SvfDh54K|yw<t-K6#nxj^@
z@cIVkvzU|Qr#E4?dgbuvX5S-IqR}#@>yparc2Bne9hEGgvZN%UWehnRRM4|%PfVsd
z`J0XN70wTTR~kDR(IR?P6`c1xjCj%|7%HSMue*51De%SX=`F{saT`c%{_9j87v1!g
zzANyxm0KK}s4KWF<mELzY6SWgN*xP<Jg>0RJlBxshOltpy(#5b@>=y+=|NkUuAv@P
zK1w2<(9NvxcI!!9vGAibjLcKd^b@cZ<#2m%2+zsu@im&f<&v%t>=go9`s7`ZM$M*s
z+v<-f?mF~aTUO%B-N-4Iz(=L7wr2RX{-z|z`mb@L<t_wf(`Iu0GxUJX`y%^w?834H
zSF@)u-UfCOv#@V@={xGc=f8pk=$qM3N#_R3yZ^MNP2WN^9^@6TFYwwO#TAepxOXH8
z<^=+XurCli8)~~W7aT6=K+dN1N2yYUl7vWD+^k*RCi-hcK&nRHuSh<AY${nowexnA
z3vSU9G$!!(1)`^Ul|$*@14A9qD6Vo{%Uh~k^msf8jN3iPI?X@Hu%x#D)ILP)C#+#V
zCO#^<H(+ztW0R*{4-4^ha#AF@iLq1Z1h3$W#hXzd!sGs`YzRHJRs;ar!`0SGyo|e$
zXy-lGNt|$iYwF&j7rOvtf-^Iah`uGX{MFe(t&FC2DeJXl+s;7_UJ^J384<$qSp4Xr
zFNH!5JYt@@@_ECF3-2C{W1nst!Yl+(HrgscE<}b89_`(G=fs7xnw&dZ&JVLa=xEN9
zX;46>{$ne=M|b-2Pe;i<Kr;nI+4c>9K}#wq6+?i{*j+zC#BfG2$fozdd^GL0d2y!T
z*cDfn>r!k9#!1;Xzl}oHMuaZ|#^&iUTp$>*W*c_G7F`fMCHa786xNecEKAlr)mfyV
zK*WcYWg;B&Q`LIaiU$SmdGk@;U|pd03jG&dF3_AFGpoZb!+$<EDSCT&5wf8_{N<PC
zXF?i)<ayl0KO=f{pStbu-|i%fUFa0y&1>kSX|O+4G4e=E%&8y3g+Jm8CMoZ)t8S4^
zrQeekvEb)oRekd%Iz-K8px>N9g(=zV(hOcMr*C;RBc_AUUq~qcCCX?G<%1t!KW86;
z`DB9<|5(y&{0o)st^?9j2HJb;2DTR&M#X05Uc?mfwMZtYLmJd;q<+qeot3XoSZ+sz
zGmMho?V^BN7jI-vpeed3DmeHRkHV|O$J6Q42O>lJ8h9knLkLH`ybHmSG3F=!Os!?y
zy%hN`Vls(Ryb(6jgZ31XA|>AB=5At2q?f|^YoBUq-n>n3LI%m3H~l6}p7+?Ed>^#1
z`^mgOznT#r^=|%1I}{nz6Pg`9<6pH#VpnH7kvHd!>o`jm;ODWHRIgM{clT*=X%Prt
zc}Q}@b!q;+<LJ?9Xpew?z8@p&S62}TM0!}lEC7(Qt8R9aUYGZ)K3v;}>Bq1cjK}?b
z^_=e9T$_)11AGWZMJ7Ja%zS(giTL+e``vfX=0RIUc^_^o&%DN5UMDpev9m!vVcC!W
zwC(Gp2ItnOqp00Gd43U*q44UcAL3$zvQHgf%W-v4c-b)@V6}x+cqZ_n<`#mo8U(2r
z!N|WYNa-`>4nuR5-2Dc5EPSg|b3T*vW(?f!A-c$#4J^*Ly@*Sk%HI&}sjs3iUO(13
z(2OcPSLtFd=ZRc&Q_Aup0*LnbZn$wX#KsI!Pp&>{Z}ZpC?=VK-1#<06T~k5uSFlul
zjv$se25I7me-#bEmyp-M9k%7=$H!~`B;t;QuPjIpC_vN0CKCB0d5-}gI<n=WiHd!&
ze%l;+Yqo>K+UDDNAp%cC65JRH32N*Dz<y2iXVP)LfeQD^ZoGv|eJpq#22H8ZT!NZ0
zCG;@5oflXcO{l@8YNXabP7FazG|*D>heh*kT3WFyPS+iMlz2HpsT{W2Fj;y!@Fn#L
zXLh&xa19+qsWH}nG1(<GP(NG%-FDGUct=3Ie)RhbO^i^QP61ZGjo<Z;;dN@yk<;ZR
zMoGrR>m%r?<v8!`$DnF;Ar>z_#I&IZG8TP+DYK%b10LDOM;zu?led@5x_r|g2<0ap
zyM<GNm}|oIerBCGQSaB&z1kK7sv)>|rrT1iv53Y!*Rpz(!=O|izns7LLRBFsxi;(V
zQnkEHBrke68A9gsesqU2o+VTnUfB{tm{V$|2rLaf{D_?WAD2~OyPCP`i4~PMQ3NYG
z#4*L`)>rpueYGC9{bLVcA_<lkSbe5w<P(X|Sy4PJNO&w4tbYWb2a)WMfDh~8BYCM<
zb@|w*o4~Sf_I~yoM^|=U__b^|g(x`64G~jE{<+q24-x*y$HVg-DE(fU>)u(Xe5K7K
zqYxS6X_=FV&Qix+b<&*cb5(HmPiRh5c$HZ+DaQ1t^Zem}eJk$6!pHq$X=aaieqD)5
zDY-?9yBmc#j)8yvXL_Dtu%aec^B0`_*1t*R_`j5D;R_#u98?i=DdtxZl_e0_Jr4YO
zB}wR{SjM_3*sSDP{_uZx=T3y?QmPGWhRLPx@?}}gW;F(eokBk7zkAj(l4Hu9>9WF&
z>@F1)10|7BUtfU3MA^pT*XS5(7Y;CYGqL#-G4vYE_j_q520{Kmiq8I@>HYuXT^yYv
zQn@HnM<*Q{qcDo23sP*x?83!n9ExmgE{+k7PFFb1p>o)=BGazko4INiOmwQF3yxw}
zvQbfrEjopq!*M>}_xBIjZ9nY&e!up9J|B<!{cZbImOth--GVl}*UNYFHzzLk3^|n+
zS^n){j{f(j-aytEcKv|gPZF-UQ%fjxpI^k`_G2?RIe>wzIE>R$U{-g21Udo}Gx%rO
z*B-@n;YLXwQ7W9~`xW8_;LT3%UG@5%#$rYZeK}2-@xN6Ck+aTjg>_aCDtM&?yUc$B
zSREiRbv<r|G&fqMi23T+OfeByy|Gn2>wm7MsJz$(+-)+ijv$*474r>rB*bjBE^~)`
z$WYBCiPwmtbhpNJkGBK)O+^FOq6k%!wq9FIp-@<HI)nUs>!3NJ-2cbt&R73Z)6cGd
zj2XHYFS`@5W(*mjEd6;O@nv7&V@JyBNaeQR78e<?^EEkK>Lem=45+oE_`|)#V?*p*
zmU#k4{?%x+r1T}(ibpN_b+EmsYzOhEQA4*=h8}^$m4r+Hm+*Q$H>C2K#(Kfc=R97#
z0r?#3hmFHwvs};gRO4K1E%(W*S!b{P-XH#{xvt&!yMpJpzB*knSBvh`HM9gyu+xQa
zkGEFTt{mxiW)uak&10uJZq(q_2R?O^unVAoUMT6n1>o3}l5Y(sUr5`IQjy_af;1x(
zg~BJSu0mc8id!l<s8LgI(J921J@Szt0wEqN%sxupiz`uHa!I4N^L2)(tcJV10|Q=L
zkf|I?_kD>@C~Q&pNl8S{#EP7q+aS@`coBn*6S+S4VgJ6OVmU+9)6@2DdTL4tjES2>
z!mN4U-azm5bYmH_aZ9N_NXK*Itv+@R-@Njm-nN0Skof)6crMP8$yo&pBUGa=bRHpK
ztjEK$A^*My*2e}tp(2CIQPro2jb|mfHMX)06(+uU1HbSSLCF?TPVAuXZWO(}QRHXA
z4n}o|6gOy$#&Pt6_?#*xKtb3ZZR~aYU8gR_R2iP)p*My6FVG94WQb^|%8uuQ{RrXj
z2t^ag*eL?(hvV(Q<KdZQiKxB~5#o&-e>6=zF?mewHG!6vVf1!yD)-<u9*JUtG1|m1
z-}v!if8wEp<jq&P5=sdJYM_RMfEqe#OURFYb`;8srr;+3e&(VCZ^K(tvE)|;&Mj19
z$jCbpD=x{^6TtO{KnR5}O3+N)kB$1*nBCiCYj1~JzsFV*Vb#uCwf^5Ra>jBU!V*3!
zl>RFiK@JY4^d9;cbX6+QpOn1HT_wtTQS9LhuCP=8<{@#Vb&F#KeRPj*#k8Y<#uOWk
z=+d;8w00i&^lk{T4KgMqpV#1VxFPe9JIA$jO3(HjnHjxjX;Vs)b=VPPcW5>OQp$*~
zc2NXA(%>eFWh@MuwZ##^cBW8O;|Lo=V+uJqG|k?E0U`KnOeMcx;x*U0#spn$JXfk}
zC&gw{Hl+CxYLrXwx5<Y1e4tOn?}hhV_x~(%bDB<Rq0~7gOa|Sz+{1G@wW{`6zUiTV
z(Fub@qZ2)9Ub=rj)>9_w=%qII$&HR=1~Lj^5vh3?Y0j3h^aR{_#J!|+&s9F(9j*Pe
zJ^Sw<A1Gh64G<=`m8kLU%L90<|6^5WB-+3T{%{aA_(}~E1l=I+G@R|LB2Gm{h92N5
zb`+!+OiG4Hn49#+HoT5E<t|8qt`R4b90L$hP|W2$Rbj8+sIG&xpXdKuMZO2h7Ovdg
zck6TX_J0#yz%i&MNAg>w?5B2$MM>a;3%Yl|sWV<u$g_+t%{>4rg4;F^!kC`p(f)cz
zd`O^tO8l_WC@x_>SqLnh4nYcEY4f|CZnwk^#YO(Rxz7c*yD44|kXv5sCR$ET-=w~0
z3A^WCZXT3M`}3kACMCbW(HgVakE~fDJstJs`H@N6c4?F>Dq_yo${TqMI>r|U75Bl1
zMRoW-PVf`T>)uToHUin@Gt8#s(KLTX!?PIu7P=)1WVDFjzu0dX4@W(d&rS&lV&-S#
z3%LO)QLEG{{{g2^yrmIXDh$zKu-?RIM(Xz~#>HpG04>(7@bS-^NvN4!R&VTjKM_**
zZ`W6)dHPK6ihAOZx&K0n)W5w9>L5VG75~w(lnBAF1=%{_cYZ48>;m=|l(#v?%s-((
zrag>`{D_ma9n40N?1xD^TkgiRg-?Q^N*U-yxkQ*@q@aj5x#DCQ3%IGkH3O#N#`^kt
zU5UK!Wgfpedc^oC`V!V-{C}$)<k2r7j=YxQB?t3cjS_e75cGuD@h43D+Qf&LD-(2c
zQ1jp_;GWS4rY~0Rc8?cX?sk{iE=XdXI@P04vYraxK;c+6*Wl;pBQ)4{(H}$pZ&Egh
z__l!?TUQWhb%d-eF){x3uc*$`6!wiB-8bhBhL{SOpHPByY1J+so}rvZ=AW%urZ=~}
z^T-YF3TKE(s>TXajZlN_*w(Roh<Lnr3=AX14-ps+d(>~H<A`n?3BU`QnT@dvmI<3t
zN+4In%WJ=;XL!<puoSikuTvcPoE|3-rGX&6f|A-p<^B)~9)-^-?DRXtIM#hM3>Dht
zMfhn2g)nsB?~Xlv|KClAbypYQ-k}AFe^9C?)<8k8tzr8erFLQ{?>{$ks?n4u5RK*y
zzLDXp#dpSr@Fz~p52u=aBczK?;*X06O21mkneU~IvE;fB@Rw)*wkFrt;&#aMKaNeJ
zGZjCstG^OybnC8Hr~4A1?DXWZhMdl>g{>dDBg69K2^lgO&SpU>je+`&G|6EIpe01q
zsk?V2e#)c9Y-NL14cLq`$Ebg_bD{;if}a$FhfZ-=PMv)E1>PIN$Ak6D$8L6_(nP>^
z1C67kkeDSgOrHlLCy@2nwqXBid@(xBNsbv6r<=iDdTsD<^Q8Xs+=8wjBZfS9B11|~
zd!6yo6f0)d4^KWy%TqSL&yo2|!khaS?0qyOi0zMDKJ_YyYI&8HEvAQb<71pr^EOW;
zT-sPx3xWJ9*yov&f8oK~v<)xQyeA6kb`L_?(esDw9UrA?_BvIT4#$rT;D^g#GK~%1
z-VqfbwZZ!?muqshwjM(`oNmnZHzfKqFkO2)$tHhS3-+0u+5KgjoZhBgPhGx>s7-w|
zK-A2xt6y4#z~(`H@mv2YZuIDICRGp;;!|EinJRAi=wWNV>H815^k=s_)gT|g{{2r~
zI#z`Xf8c0LZil8gz)Fi-fm=G#ZLgRYM(-5nb7V|FPaj@Sl?hM7`R(1Nir}BM{;kb#
zn&2*4Kk5mgn}~+@E2<lnN)tTt{lwy3g~~Z$bHu$u&0;{6$-~~!P>Gi>Y%lCo%1n2$
zXX7xM4nJUTBXb?U>cY9n;Esgq?wsuvnFP(?+LriRg^lB+D9}`;T@)GZR)%QcF1wsT
z55f24b@S8f;Kvh9O=J<ztba!O5wp3k+Tn-WOmnTfmh4tS4Sd!EME`M+2J{d=&{_vB
zyqg8la^y|>k=c@_hIB;77$zO?z{wWm4kwART{T~C^Ut^}Rl8i7c=l5F86PY7uc92h
zMo7s>o2CX_bj<g2spmn5D_#E;*3$&BG)u+}P$&m!sJr{bY#zh-H59O?32%4sY{Swz
zdTom`v<=vM!!vE!w{!UQ?<uJ=rB;2HZ)lL9^`+I{hX4L288N?}0rd=jw6vKJ&$jq2
z>CI7MukN~=;O^i{d)}0ccP~;ql;}xFeV6%Qpx};yQY&gvP`>t&yu1$pJ}X6*qE}}+
zVl#D)bxyE2yxHfWgc;kDv8(rRSA{{RH>?#_HLbe(HSWoW@5CPtJk^Zhvs&_cUiTxg
ze@d)m8MLawhb?=r=|E}HJnr&sDjyfO#D@Tonz#tVOxX*uD5rzaTw5KG9pvGYxx2gx
zd&m%DBg=<0rPdsNsG3=u37>79Xm+)ark=xK?;6f`T>z%)e=4}PkoseTyddb}&s$|b
z{>_bM@z$LnZoFUd9;3gh`cl0AU+7#UHe*;19TPU=q%j7RHdM&fu=>3<ivEzcCBeMx
z(W^79c!mXj1(iqvvCNdxT3#!~goO^qZG;@d9WaG%1cO_#)J2=WQXV2kg0HB*k}n)d
z5xlg(Opg$Zj>$ag?wT3q+ee~orMa<R%qoKyGx(q7LON_`W2dP9WEW{_X9U2Jf!=gS
zvk<f6tQO_&r=sbZ{L~Nbdisyi<NOxF*}3dLycSaMfYH3r;WR|JGiQz%ukESB|JnYU
ztM~>_LfA${QfZubu>#(ro|pF~i)ywhIxy66qx8E3#d#|9c<?tqd%tW)j~Y&Y13}E%
z?*4=rA-F=%HWY&{bw-RDB+5Ftw3vj@wEoP14?QGK?jd4l)K}k(Qv1aU2IC}t!JP&D
znp$J2#=&HgTstuXNiK$1k|fm%LhfdCzXx63doqn47F3G`2tYl+$3}L=(d`(Himu=Y
zu@>O^ZjLNYF`D5exL-iPW@<kj`KPl|=05`k{~5T*f!?4oGhNL|T>q~y{!KayF%7&5
zP3DQDK4aKW5t-K+VFJnD^3R}@!Y<)<F-;Zi%y>ruYP;#nyJ=sa;lUeFo`0Z+_ZQEX
z*92nYj*T5gb#K&fFPI11^+NGZT624yj7Nvi>c<P{oBW5!Wu%V7Cywu;mjYAU#Mq+J
z8=cEv9yQs`9OT)@Lz|zE&E^O68Vz)<ui<Lz?u(IlNMZd*s$Dlc>kf1}wNX8vH-pUW
zq#!$chAHJFyITq}m8!4v5`X)_`*e>&$igS%;o5-{w46V+PJvGUIMmlIugSdw*TQ28
zjdlB@k|miK3|v5l`5B>0PUtUO#qe}`G+9EqqtP|bzVVZL*kq{V?v?q+HOZB|7*X^3
zF5gd7HUr9>uC>{O;o|OK-poY1<btE&`M;hRvIC|pdn1&L+5I6DNKtD3i<`Y6A**~k
z8g!6Rp@<p-HBqVFQg|*rQiY4s0B&b%bWYgxl=oXo4a5q-#pRJ9n05lQ#hQDrzVPC-
z>u-^f(F28+k;9q*FdwL0)p7ASnH&}RP#RKtVes#~W~s)L_lHAP;I%u`P!>(Ee@Z;l
zaEDUe7Tx<u`Me1V4=Bu;qqeFTf{c7+h0~AiMx~qM7jc37;L44zxMmxl)s_a2=xV8!
z<N+W)`(Hyw;p0&0XTkISt*QYJas5H5qWlKV^&ATIeTYKQz1v8wO<l-htu5|J!SLGp
zy#B}H2aCJ^v8XWY!Tp<#+)DXn5)~JNY--NcSC}TjcM9cmB3-Oj(zJ0oMa<|v#}$<}
zUCk<_+(>1pIq%Vq_nPmVP<P#)2IwU>*+x=ioN!)tk<r8F$amci34T!VenePUr*J}f
zFW3kH3X}IJ+*d)?H;GUIm43564CSQ;j;GSTwo%lPwmidJ2>I8lT{M!Ip^4Vfd<uVz
zd+{pg!X2Zq_TIF3($)|;1~6w1qtr-amrDqY`fcT4Vn$_@wmWnNy5y)N+ag31e>UpS
zmUK6X%@@6~&^zx8<Wl^CS)G6&AwJvV7fP9hllg(UHpUdqVZ=GvUGZ~Ii`C7`@BBEn
z-+6<!1#!*&{_jg>j?U*SrH-e!?^U+9%Qks@;?n~;?ooSN<J}kNJ~Z#(1+%5XLYKC@
zX}rawYo;3+hID8TPY%WDkGtqH9WH$7_3918>pQ!OEax?bSZWx`%pWp<M;D0piX6Dq
zJ3k6ris7MR6js41xesT&*%cKPq;#YQ!aMfIL@rP|;%%enX5()P&p4dgd%bj8NKON8
z1f%47C*fI+zK_9BY|CR-T|9XDzpZIp{yjXYP7E|TsGdj;3YrzD!=jAm72e^G>NWXp
zywsYGX}tuNcQ<iIGXHT}hwfF2-GHa)11s}GKukAG<ks@|am(r25?9xd(u?ezfZ3c0
zxAb(WY(1Zj%&7&j*DN;d&<<DgY?+I~fK3N;5CJ7hCW0|Sl<<^~D8k{W(EmQ+2whW*
z@3v@Dw&b#h!`%`&1fl1%G0{b>4OOd_I`EWn_$cJOM%JPgji=_w+u(M+gBXIFtlX*b
z<4<SDkDhG9gL9@hPkXxBFzsQx@Wm9t<`iL#0dqL{dw-B}t!5U<p8XSpkHpiY(|zf^
z?_@R-;=rTQr(6SKeWARY=U`v|Wkj*hL{a+AJ>~MCBwbzNu}KJZxH;qwK76iO?UxP&
zlYz62f1?-v#2r~<_BW=-QH1(k)-Bx%{Gj%F=s6Uv8up-c4{NrfVrU|A8SLZ!2)Xsd
z#-drq9~uod9wLGSmI6IBk4@t=VJfqyvXOU5qu!6{GeWBIo781nKi+|LJRE@Nlm=we
zz3@3VNOsu^x@-1UDKHs79X;^$1_>K!E-I=Zw)hxqbLTJ*%KyBBmii0Wi0#>^<+Oq{
z?5yu#wkGH;#Y}b2WQrn2(`<LkyV=$8*x0`Tv`|cGvw|pJFL!4uaNrU@3=JBRUuV5&
z)D2Q{mASkUanU=9cSYs=lNQ^s_Lt4}#eOGu{T=S7Rq4e+l(lY>5JAMxPCea`5f3ym
zXtw{-{EF?j`HmN*;w<cbpw!^*4_;;-zH^q1*TR14S=t#AG>q0)-REyqLzsp$ftZ0H
zR$PQAdKVR*&L5Gv+1izDK4nFC*^pN`RLn(zt8!ys7uDs<2&%AAfuqzNDvJY2%CLdo
z3fjO#!@X18ouo94U6BXS*sXWXenw>T1X6H6mj<`aGyI#nNWCq%cYE2#L1W8|p7Cck
zHjbs8Hm2VY$j7jFfrlS5R&Gppaqdx55+}YO_Z2+2c~Dn9;A^Y8=zSL6g!m*(|5!mJ
zNRprQQE|_QR5uQ>)$HP7g0M;0OlXdbrA7~b#IIgrSr4R)_Zj;rK57H-lJW`(27>*W
zg!bW>sHV7&SMR6R%h@76|B?ffU06REq$DulP!88U1lC*PQihv>_37En_@pLwZIe#n
zE1YLu`u`6M5aU+_$JNFz^@5H6$;eK+CT59UBzuF6@zvV$2lBN37x;C3>G<Yr_LPqT
z`AC`}x!fv*Cq@NtYNKajcYk<*mK_c+4}yjAL?|j8wFL;dZ;u=1Ukks>ZVQL>00MIG
zxZq64x0l~jel6{qlQ)k1!U<x}MJ?Frj02=K`0PzlzMo(6XcwUNahgH56q~x$3mTC5
zeW|FNa0I&DzfYV(tz(y&TJZjye8R)nvEbZ(sYv(6-Cv8vr`|TP@`N2w34Wk6ocNQC
zRs_&3=x$P}wufa)BlkI+B8>?eg%S~ulif$ik5-<p){>G>4EhiOjA)F!gpm(koqIxd
zd-E+8DfqBxDzPO?G||dJHyJEIUS4NgH~BIqwJEtjLCKP^E3X++6zJyCH@ULb;qIb4
z82pH93lnO(7_*#g^VK9`^b^l}durw_t8EUYF(}N8e|dyQ-LPY>8n+*J9}9(Kwc*1R
zfRSMKHD@W`NkCuqeSf7F`p$1n9oQ~RX&{JzZMz-xN`q6Wh#zfjaN!)Luz#AQ^#KGK
zB4*vuK6(GfA=py>4GxFP<pnRK-^Ttq1{(R0eJ%1q--S34KDj1rL8h@(`^u+Y3iy1!
zP$VhVrzi)uCfCsqAA7HQ^9!|%?Ghd>Hw)-PgkT(^h$!VGbV(ilH`WaU+#+U;&=vMb
zw8@2Cw)u#hP2&eciw=oG#&)As)5ibg=LMj4cfKtqbR`+1Tt^V`QK*1w+gvz|v}-S;
zw(KmY1m`<J8yF&vqOekm&^UeQrWSiR+zoO=!d)EXcN<UOCgQ-GbQN#kM|pdHZIEhB
z70)GXuW>RmCMvHPnTrb(#tK{VsvgM263u{fNeqsSkHW?5V<QkhylE-ITTm*PV?q6)
z0s`TwZ&!}ArpSH7lKLV6hS##M^#!z(T8SgcbH~Nrw&97|<ic{aW|%03jw#94@+tEE
zu*kG7Ra5|7(AB7J?hHXha>QI^{6}*hNRugxZi^Ui21Iw`7c3Tp!c^JP(QNqYqoT6l
z1#P%`q^Gjt4;%cec(U!^(Gr=JUYxl;=cVhEhn*q)&#pY#9eQ5l$H+V}H;3_P;beYS
zMJK;Wd%2S&`C`0*XL3w<rwRG1xS!jwqiMIn_><kzH*q<fv%SizN-|lg9Gl|P_-$IR
zlCL0tcrh5mN-}`%-)X|-N}PrF<|WHb9F`hg2Eni_>4C@%?p~(+P5+o5YvjQ3DVqlU
z2M|OqA4FN;pGNL(lSUo_y2dm9NEsEjwC%^z&Rz!J9>WrKjgzP_w8<Uj?312a)m%Ym
z7X5aVZn8bQwCgNWSqEaegQ<8eVerm^?d3v-;O`(;2fjFG9Jdl&dimYi+L~w=19gko
zaZ~(g#*hMqn47;96;YN@u<>xb$j1|OX#e}&aD07({O+6#%xRS1>AL-)OJsX=Ka|>6
zWj6uTX4BjU`O3C;n^#sayPgm-uaMIvR1}aAvxz1;&ro1V5iCgcXFG=chCtXTOnJQJ
zflX;W;R1T1$^<1~Fy+IfqDFhROZiM6`?Aq+r{W;U$6A*7Pf~6QlIW}y&1RkAY)Pni
zN%VP38Jm~)n%k-_fk6XI8i{sUD$RFL+~82y^6Bt_0i)f_2lnx8DdLOtTrtmQ57s<?
zTZ|NvX6gNF<FC?L7t!fm)O9ykg5T;SeZJd)93F^#!{Gx7f7y)xhS+B7hPhGP+sc3{
zL^t@S_L&xXI@Hd5NKf6nS|Ps$VU*-e_M}@sOwy6E9~tY<p5J7~@ww6?f=XTBo`dqa
z@|5)<UH30ZcGo?wJ4&fTU<X`E$~1kpm`j{ZnpOR9Gu`#vjv7t-r9*FQD*Z*Nd4Uk2
zXnsb|cz+_ZHC`m4SBwdXnt2;mc|c~=YAkvzrE*p_ZJKeq&pw5XiEEMf%WTKb!TK72
zr7MCWd;BTM?VgzFMUlIyMG+GZ)7tv5mYp6vnL){hM~ZVD*srnxwZh+?74cdzMr9%T
z@dLa&QPgG;A4r<)sxlOVLcrwztf{%b5<NHhF5Dj{<#`S(-6(3po5ojh*oZ4X3}Wrb
z&;NR#kX#4FA3^Ne_PAzWEEPf>LOT^i9uT1Ub`J)htL0+{l01A&w7tB{yCT-rC8s3$
z3jsc$86WQ=*JfnD9n!G~60)Fq=jX#^zJ?EX`L3e^o0PETGp)-r{^AQkFOt3t9V_N(
z_Rf~*W)-DIxD&pQf9=7Q3D&CR7JU0tWNrrjFlG||^dnzTkSok$5Xz9dMlsSieJShi
z>&vW%hjRDTv?}y@jWrl0A31P<xihbBGD_Rt8;mHddn*^%&#n@&rmu4-b?f`0NVCzU
zI$pa`-|>QGCo<ECWH5Movq+TMX2_H;Z@?zE#yegDjJEjZPS4i4NzJcB;cXBjra#N0
zGZrh-J=DGf0T7qN;bhTP++2<GqshnJ#zIeW$oe##02um_tZ2(7HUawQz)|vB_=zwi
z+BURobtkSvDX#fi4x2Bg->TW<L!fYsk7qQwA9V_7*Fd`NOVfomI=C9UFbOUw$n0XN
z?@Up}RW9qLV9`FOsQ|2mBnUjaH6XPpj_w-LXz`~S^6_sGyU9ak1K=_>d$7<-2?e=F
zB>%-7sP>E3gQxPnrrW8Ux4S3$GCddVXBWj4?|A(|#*g?b32sqI?FQ*2lP&)+AvR9U
zu+KiH-id3<&4t@;!g!P0^q?2$?f!WtA}NhhLXrEpgxuqb1x>qO(rgjbNUYzHD4hUu
ztFT*iT#Fe&q68zJaBTFlP3|VVMyaw#Lrf))+LUIBps|7BrP{M{(3!Ha=v4xPAi4mH
zzDE^6Mu=$}RTvS6d5B$8Qo1e3dM5AHL}kyD=Eg>%PbE(3CL;1fu)h!-Xf<WGT=~Ib
zY>#mmvl8I0l7R#TbGBu(SQevaq|T2^I))81k?~@P1h?=!9+q3_qiz}Vu<_A6)1bdH
zr<{gDP1CE%`qUcCn|{HG4)>Y+jZ34&J{Bo#0?ST&zfb-mw-gaa-gV>+zF$N%k$t9<
zj@~Qc(0O(`Q+x<PSt#PgLr0_z4iq!2EPlYz-V8$o^*3Id(KA14YusT=mkw-!8kN=m
zU{Sd|SMvJf>5*zMu%evFY*HB6-I!%fCRxx#Q{mBjnd}Q+#Il~rA9D0vCB=B^N%q<1
z%9*gU3hz^L!pE6=<Q~mfnp6AhSUiOxao4UJX>Q^L{|SBF3zr$0HYT4M+spv8_O2g-
z0$od&c`^#~5{sV;sbCor{Iw<Yv?lO-rn(sH?7UvIgLinz{*d^&NADOsA0iL=<aQok
zW^3sed}N?FSaNUumrs%33u<N|FfLEdMi7$t=q(RX?U#dHgQDB@TSx^*x-p+}8aXtL
zzeybAb<}twCJc-2Guo96vJG@MOSBiYIs@z6-g|QA#DBn-8-Q)*;UGJ`KK1qT;t8X%
z7yk7vO9p@2sXIvYT&7%$%$32L+OK4(xG^i=T3sd&LTwT3<8Da;C&6mI^~)b4ss+ZL
z`qu<%f5`n9c0SD}+Qq+bTT9e!o(K?5-&HC5apJru>My1WqhvgjlVpYQK69ERZf<H`
zN|XSFf~o249Ns1g@(TpA)Kgzu*;u&kw1i}NVGZIh?+2R`L?DNw)^D$9dPLIlg*<{!
zBU`hNvwoz4o6%fndmm{Z(TMOc4_SjHqQXn3y8o;whSANG=Z!01$EX5H<#tV*YVdG<
z?TtDS$a+)L7t<XVTI^`Kczx->8O11NT8pP8|8rVNByT-7({1#RGnj-kf4(H|vMav<
zK@MOceP#>8_SLQ|Y<frYd3!?4h#;<mc)i0f>_`m<kN?#{pGvLyyPTwKG+}07Zc<Bs
zt(pEUFP^6Bf*<6!>&2dMsv_=8Qv)~e^^A+f072s3GpYLDDtb=k<CC{LUU~SM=>KmJ
zY)rj4Wf}M*UDzzg#5BqI{?my?qrsX;S!4{3SX@SkJ)v=+u(lE5P+pSa>TjfBhI{n~
z?S3!;-`hNlJw8*Rl!H~trME8~lPe5kK~7eehIWs~9XF&M$*G0oo(2*7rVXuJ@*hNr
zCh{dKq@aPW?6QS_zVJRxNfbk9;?DoAa_qd9A@?xQgg~<*LFisR90*SYLH_BacSD6T
zuwf$oOWjBAJEvwO2^>;}tMuilZZu2RkIXUOVj56uU|dL;hf5if>?|-xmoxaf$F1sW
zt<Q7w)H=E?;vpbf*AABOcwQ<!U&s;i=vR5T;$!SbA`3XI{TZs-pcaU$XFkisRkOLf
zZ$z{mF=_A_ZIRJV%2AqyIJLeuHyOy)>9%t_H9Zs$XLb51XSzl;X%6VbXCw_00oMes
z;_qUMK$W%?CY}tW#epmnrT8MKR|WBk#ubq_F1>2TK|~R@-pKs4Cj8ml#cQv&IaVF*
z+kCbx9^lhT*n6YjSm}m~ksA-BS3l*aL~<4ygdUX@Y!_{V-S7NGx1Aneb@bejr_Ff8
zn#6TIcAmHeu#fu!e4WS8d>04bYofjBDG^v~_i-bd<!UsX97}nXSI>F8g>Tt=zdu+5
z-&^;%o~{%fpGx;|%Y8|Ku=&`%*ZPh_Zz(WDSMqP64?Q5g_>Sca{;vlSGg!NDnD+*u
zkjkQ5=OFqn7@@sEwP`$;;4vGi7QR+;#MggYmJ7w~LFt2=LE9G=7T(y#Vr~k~R>*~u
zy^VK_iCA}>&y8YOj_#o?=tLxkAZbETjZ0<>UOnU;QMSv{XY!N}L*#E%Bp92h^Zuq5
zo!SSdzMK!Z@^U+~I<;C2usRZRZp?f;w&rQJawsa;J^}yZ`k>9T_^)T-SNu>kUW(K!
zHtD?+bqQByVaX}ei8cw6Uy)O5Glza@ZbIhGqgXo^gLAL!zIHfzAuxpi*$$9PI1&5z
z@+&!$%ER9XI6uW4sA}Omr<sB_XCpDCBSJECDZf7WGCt@g2B_yEJ^YpC?4u~`f>mJj
zfWy>I7v?ndD(URc6AO8!678smYgddG)BN^LX$79exP-qu*}=LHw{tFXcg=bHARA}S
zk6+DyXp?l#=0KxKEV_+OB8R|sDWb3uGbFb#d~w{y?^l}7Q>gQtceQ+)#3t#lvo#{t
zK;Qu`w^7C?pAxm<@V3=H5o+kYkwvu1fj(Q^K8YdHeMEpW)oVia^C1v-5a=?Vs6U)}
zDWY5VN%3k6wNzE5e25P>Xj%e;q!=E^Ut{e^*#OOJyuP<4qJ7y-3=S&l$W%tYUCpIC
zacEP}EuLTtGqAD^(O0+8_mjxzQCePaqC}q1ZJ`VuyLR+rdEwdX2_!Sy;EkgI)D=>J
zFQ)p>Paggh<3^PXsR+^KvS6)GsLTOrT7XlB?i~G5)RfFu=g^d6lm_1uv}hb2d2%f2
zvC*+nxB-vyrqIK6(CaYcaZxRKDNBwzam0fT>%&PNPaEieII~>N7!U0@4kkTZbNs{$
z%gM$uR3`RQzBs3<!i1jyXAL&q@k`A%UremOD2URvPkkgY3Dd%9H=F;h3Z9o6YvS1{
zy6$sxja@NOD*VtOw_T|d#fe3NJc%vd?)?oi-gl{5hGrw!>-iyJ6n@P_{}b?@1(m!E
z+lo6;c;C+}m^#o|nMSKn=C*&{Mnc`+2oGPI%DCoAf1b4;VF>qa-yXb?H|&zpi6`DH
z(EBqeCoWi2fMnP*(Uvz!NtQzzhnO*L!Sn2&Yh`MA>p9lT=?yzb1=0Ub>k{^Re~C4?
z%{Cpi^krFF&sgS@EIvvs@)~QErw`RE*o~5oHkg{ZQ&z2N4=~MzV?x-r_a7oYKtv&)
zSP5GWriDGwS~Y&<uu3AM!zhSYA{Zi@-UzVSn7;dj?xFRluh-ar{JsyP-av<O6i`AA
z2SWFRbXu!xR;|PB5~kM4t;aJUHsecqEJB6G*I*>s+WwHCzI(Qv^Tnpx53RE6w`@y1
zF1m;&Av2}=1R&%<USl2ZX^Osd5*p$&&by)w@4ggrIObk+){U)bLv9k?tw8E^=^#Qi
zN?dSvVbxM@LWQu<f?<c-1umXVJT`YXv!PU9cXx1wdiawI&U{yv!*8M0&<6Qx7fW7x
z&@rJ46di-Hj^=VG8-f6hy7i&mBD(_<?Ew-y;W&+CSUv;1jnNJ9UnNkc$dEBHoq;G4
z*{7d<f5g?JIy6rvzMbzz?O7U&9dNN63?NfFv_1nC@Q)2(v8cv8`&p}n#~%Fm+JO5P
zSlhF~6*-kIX_dQpHGin^ODynPMe7)g-6>_{TU-@3lSo^U3Qo9r^otZtiE{~tO(^aE
zb$@6HA254^Us0XCZA^fhO)5>5u|8WAj>t-9zNWRtzo)%ab=&Om+EDtl>Yu&(sU7b_
z%`6Wj^=wWbrGJ@vxL|qv74g&^)o0*3vJzOV1&^@d;Pu3hmwM*F>X+^J^1=9nP(pc;
zR8caP?r9<U$!EnZ&^zNGl9=Om2HHGB#KyAXY=i~x9luPuy=uaKRI?;22*B^$`<`0j
zqaKG~&s@ZKmLRXr#ztymGtMyTOGY6vxmaxz&M$NfzUEq7ELgLW2SmnTDRGLnLPE1v
zcz3j!oT?wVvuh{{!KU=?lS(HvqL@U16;=bS{hhUD?F_)E_UWnqeq=G~7FBcfn<4j>
z7fY4=!obP>Lkk;=k0hRmjZu|_oRF!$H3r^})LIsmoNOR14+MtAl5*-ctpri5FBqOg
zffW!%rhtEnI6a8lqHM{<3PG8n4+3Gm5-_9R99|+-e7jhe#5&fC#~(hnaNh!hjlzsj
zkqW$e?+xC9^DsN{ufHZ;Lbf(Z(nwp~sN6%_jA%-2UrdJbCAUD}SY#-^Cje56g&=Gs
zn%l^$;k?^%$S`B;i#yl4;QfRc!4t3v*bwr1^!fs;1!o!9uGwHt42z>4)#>Ai9*}Tl
z5Kdo5e$ao#2W|W~O$J07#jWD<V(&Gzita{Mq6@0%IFF4G>FNO^y>TI#T!*P8zHUP>
z{o|+-x59#j$zn2@_2?Vz9()u$3(M3~desL+is_eV8iSK`_z&woYZ8#erQhB10GEJF
zfmPk^Maq)Xp?!wb60THFE@$d?@B~dZlVPY#b?43pM(iL0J>V6zrVvn#XSM7!&<->*
zZxF?n9Up^}kj`>P;`0MRtDQGW4V4|YSIe);gy*WxD1$RPPoPb?`2Orm>Sb+O0hB8s
z)@-s8Ty=d)-6V}oDjmku6bI9Kc4k}gYXn_iQc&w;i@{e)+4XlNHgTc!L4A394~SAG
zEY@XDl$hsXF7Tg#M1NIv4TQ=`r(1q6bt&_t!Jh!Mmnt%K09sn1OwkU(F%N50xTTo*
zvYR%>CcYK4Vpup$zWPr}gi<*iEqXi+fmi5X(DC6nit)uKsYCoXh&R)c1_6h-;Hh^6
za+KFBQYRkbV*EvWAvAM}lKBdYS!kacfQg@Zak1;r+yhJ;o436z0S-4u-1lf%Q<FRM
zU-U>QHkEL&;I#m@L{lxD?nt+Tw(FfJykigq^(q(->;@~$i&xDVb~RAJa*uqa6jz2F
zUPw9H`|T7d5g-_ZIc<H6OVR#wJV;AW^yE|Sf?pg#HH0yZuaW#$<L`i-T)Nszz(H4c
z%3ne=;BdFb|F*~ISdeaT_zy1*s6bpz<kQ}V3Su!TkhTJkj0vAgmHZZ##pMclvMF93
zvt72Nk;PLmkg084SLD-d674SU+YugD5DG=Y+MN;!fi3)$8W&AVQc{K@<$ZAfNIr=G
z0m9Aq4qErs;}IHgT=u90OXaLz4gGiGlG;C>xnwPBor|<*s(1eW6ZfmTtm+bpD5p$h
z$3CTVVXnN>Z#vM=^_mENCOxM%g#^rk@pk;C+)tR73&dnlQ@28h$t+g3%^Wh4fuI-J
zc*;g#wR0I-b+M&H%}H@d`;PCfsa}R1IJeq`+NoJa66z7kKGg&C&XlVvJ=NuRX~&yP
z$fj*X_XjyWGk=U$CTksb{rc^9XO@mePs_Su@TaLu?DUieN?mV#dwZ=S@GVqc#U9Tm
zD>aQg-rdKaZioP4Hq$I!I-~BbvyW=xeK8bh*~~%*UMvOZrJt+Db`a0_e4cR3YX3~k
zDq+@bz}SA}Y{@QUR2ONU7d;%|H}PrWW#E{r4ZgX`Ud3HOxqAB66dmJ{$da(IggCse
zP9*>TS?kh?kCq?}Do?-kR;wZ2I4iFOr*ooG3Co<l7t;a=X=AZ7ZnTwe$L#ZpR`d>U
z$^B<8r7j>S-AneSS&cohgtUfYe8rWJo;4lBy{W<GcLYnder83VIVd9W1D3}?Ttngd
zo4!jpC2yRF|59b)wtBdSlVGU$xo~aLIiRpX1`cDNkPg7jBA6$Qv5GxaxbWX<AaQ%%
z3!i;1y6(MgU*vZ4M>Aydy3%IJ`|``?!I~-Z&imXXL^c8`Fy!JzoYn`2IA&az=fKrl
z1yKpX*#0YS>iF00U-{UJAUiktn|?+6Sb9^Ms8Y2DpVO{zxP69|NS$&m@S*a;=sJ;T
z=hPAE^h%ge5oNHx1p7jRN2)nDNY>(l{B>!uxdHhpyG^m9gKEFvG~uQ}^Z}*5D~&Hw
zk`A?lL)qf7FJl0~7@vCG=aO8tg-Iq8u_f;6R%^9;yB<UWP%Y&z+_H~Y$+Biq26pki
z@fxdp;mW*d4!X)IX>!lk*R#)R{o}FeU-KRrU=Wv8?m}T!>t71TYaja0^}F8u=kpUf
zvn}I(mhzI<E9INIaOaj3xH;k0(Nt@FReM5I+{WrX2g>|+ki!Zrh4Il1U)x}Ih9>z)
zpDPG&$RY~QW?Vt|vH{5{-I=7TUHuhyA3N1(LF>2#y_~&1Wj#LdAhyZ6Y^{jcz~JpF
zAP2vNV=yY9TTsPBL971aE#9QGT!K88s>OMA((lVO7f494@dwCJL7ZTb5}Uoaic*W;
zC@+zavymYOvcEipT0)wc_dW=HxUqc0<sbv$s^Ljc70;)=)c_ndVrh2KYK~hdB#!)O
zSk>}G+QJpM(NixsK37E(MXR`Sd&_S7Q!ej~!fP?OvXFsNrW^H2lfh$>yPrn7FR)Mc
za|@+S{TFC#SlT-4quN1MrV@yjZ4pD{>H{Uf7kv^`2o!`^;7?XAgUAZ0a!2Ni<`<pv
z-oOXf^7jpVn|=z<@$?;7!<@UM-j6eg5!UxaR_<#fkPDgL_yCJLYqtN@oT?f5?ll?t
zSJUo`o4#^>7mZ=w3I~Fib&C&15I2+D@6HE?vz#DcIVc~Eq`0I3>yd7qlvilT_70rE
z^mAE^CYms#*d1cqX6W7uj^?ocTV)LhNLy!#FO)=)2kw`GGT=o=)c4EtGdM4W`!qz0
z5p1cxi|*fa$ap;oe@I2lcz9(GWVI+WSI%Zs3I*hJx@+<8rA}mt5al(cl8S13YnEv~
zY6kU`ln0c>QzO(6Re!=K0sUS9OwKC2fLZH7Al$h8?7{20d0^d+yM?CQZv-Oyi2Hek
zs|12gJ=I<h?3Tt{tqyVF;ScJIAM2v|Y*2VLY*Qs`xrBIu4?a99tY*eTzCf}6><nT6
z#x1O?hwr9^gm_Kr7=upOO)!t6@1mb8H2j*`_Oh!E#bx8Nr=eM1inSi+ew*Dl9Xtba
zoQELm-qk*ub~6j=DV6znN|!V6aM0a5xF7e#$4G^>F1DdxVJn>%qF}hobhAfBn|@@q
zFT9g?`73myn~t5J)TFHM7Ai1)wB$C?XXp-Ugh!>Q)_8hn=2-HrQN{NcF}+|J1COO-
z(=Y)(nX4mpdP7K!Wzqa5h%r|MOXsz4r<)o%onFjlAGqBTYjb2)GEi!A6ad-%#rNgc
zNR(y};yw~}BBv1y`wk6nF@d^8!>I!kqn189EPd=6F@}VR(b%Bxc!4xYF(i`6a6ud-
z_6E9m{`EyNobOTXX_%Td^VkQmJ@KQMD+rmW$o-|MISABv)%FnzAIwFL!8E$%nh>W>
ze9(oO4B*JY_r}S>-+r2cR7X+^1v3{6pk5OLp&H$?L(}zEUVnQWl70tVVt^;ps)HYM
zH5xm}#f_pypfAof1Q9S+3=06A^-2fCcQm?OgdpDj6JuyrPzX@Rir!Mh&J?Tov>B<5
z!bQE8E$S{W?i9EM=Z3rZY5X|B8O@DtjVmXzm4-tX=9R?8UfXB7-XmZlQ8$ED%SG&U
z6qs&Vn9S*Ii;T-q4EI4{8vwEPAr0Uu9TVFPzmRFULU|d<3IHo-{?-cXhkaCYXQZXF
zVSUgNPABv2=xHqbeHE%Detevnn3%Y&shaEJ>A$uDhPQOF#O*V1-i?^a03luD#o9#<
z2B+lF)q#-_%QRo(v=Q%&V*Kz1?EHbcb2()zT2Od1I}{%o68uyEP-QM9s(F<}&OQ|o
z;Y6(Lw#WPqciXei*dK{eV=ie_U*Up5oj@nS^r1Mw!(~J8h4$N{7RdnWdjsQj4kuF$
zxaHgwdep9N5v*QZLoD8q&Eu6gOTXI{dvz{Cr#Unb{6t)!*p-Uj@uYj5>>zG4?{UDd
z?Y>)WY3d7?)<p;E>dLOCydXL!eZxXG^YOZ3W6A<XV<TH|zf1U`@inG(#S0%KF2NIX
zO~Mv|-Ml%)*Kk&{se{2xhwjL!6GhR^Xu6Q$mLVjnm!7ONFYLMr3taa;C>|WxeT9G$
z6F;HHPBIh_-q%Di)yI{TL|1IFI9})SN2jWRyDIty9B04QSm6Br<(co5g6Pji|8qrS
zVTm2quZ6_(!_}X6<d2fu)e>GNZ|T6GI(%-V@9kd>j+5(~Nn#uFsZI>c1Z3;<m^ze$
z$svWSG;TiBC%TdJ4kJ51>ntFculCrTIT{i;VG2W%6|#&F!jup)T@r$iSrl3Bqfl=B
zba&!q@rV#~3b?CXC|Q^xte5qJ{g(Syj^t0jC;;0Cyq-mA$-xh;!;u|xC2K$XT>f_!
zYF)+cYd_E}fT8i~!|@N&W3kYmyu-4nf}gv|8g+}2T)hN9ub<(}OP3SgP^cS(e3+1v
zMgH-~acyXWFAt~*>!%+Nvi3`uae+U2c|Yk<diBH1L)Gq(M?gLH7Z6S-Z%G=)^c#_X
z+Hc{<5{heh#pv|u?RdA35_o7_Zg*Jt#0%l6hHCHG0Bol4_B1`jV~-C*15^WwU^nzH
zqw!5SZQ5atxu}^L+`{0euRXs}UaDOP_n*rIE4Lf6k7~t2>+!`kkGJMAIk_8@x6-gH
zpxx7uu7}VW(YVS61FV(jKU5`^(5*TQ&v9JI**WQEYH0tNCk}Id2lcHxSH==NcM5Wv
zI*UXCl39KGIBvM}Xn6ks_VCcc2A+UNLb(RJTKO8BBU+zOJzOrxu#)Nt3kHnSSe?tE
z9jI}UKfKhzRJAHD1oww-Y~Tp&_#>D)VkpS@MD`@#dvRN+*v$#5dd;M`8GM(%BiS<N
z2x*&<7^4=W-gC$-_|Jm~p|HS8rQ2O|?mzejVoAt)!tZ9soLxu|1VV$~5Hoos40Gon
zjQQnNp<9jzXZMxL90-D9KQ-IS^JjBkJ={w<Kh_(9aMRO8bRrA2q6c>IfZz$<rl)i^
z<HVHi{2;qJrt{;93%u2ITS!;3<Fc!kH(_zScTDwti&HFX8x{Cw{AqEEq5VYxm(OF>
zTD3~=gbPS{HHh0(uH0maQ&JKMD*k<{r&_gdD68hcUmo5O`Zy|Txjf&nDIsQ*ERG}d
zVLrK5oIhMau}4jZbZ=Gt_4c*T55i!N@KGy9(is@JY)u7HhC|QU`|r5#Q1?Lbojb?w
z=@(Jr1}LACp<vlTL1UgfEf}Tkp4GxS(bU!l&|UuudEC%1IWYkPj~W>l9!)+Kb)gz0
zx$aT>=W|{3m*j~eVo+5{AG`M)GoeM2LVxDWZKpW#$-g|Pn)IG+u&b8ZUys^_ioS1w
z{Ph6;=6_3d4=tjSIW=yaBwL%=GHV0yq=T6z90+J><k71&igjC$#;TjJN<n;v_m62l
zfS7V!DZi?oB5e^_&`KQGOu{*~<LKYCHsN-C_0GLc#sBS!k6Z3b@sLGEp|=UiOrv8z
zq^Lo<#HP!~vaQ;+82?)Ar3E|oPtyJ}L#9heaz_k-mY+wqOQWU>P^2O)PAa9^Up((q
zv4UYQnabbubgsfN(hq`E-cT6&NwzUQsBRG*U$8hTJfZd(Ok4zf{%qwR@r1p8lNeqK
z#PL%$c3k<P>FaGMf5$@SO+|<^zS9CL-@dU8iSiw>SRt7<&wN<v!jr6z+QX9p5NGq<
zuPzH^KY5<~<JJ!i1NN1===kDGhyFgJ!W3<UOiBk)aIYN&FqZvHS#<S+uL`VT{KykU
z7cRw~B3yVuEk-7G>Rtq`CBtB=J(kNcD}!jGje{k}z3G5cE}$z9L;hpFSf|v&^wDc)
zh73XiLHJ=lx|&}(d=zzrArd(v>=9)b-Mu{Qzq6Z3QQdiYmt-`0$QERtC($*y9<{sl
zQpe}(NpjW1)snlx)URzOgGKAH&o<FjGETLmcb><@Fo)<u;5|~u+5yQ~m)crxH2RBt
z$(YYXe87|~ZoysZzY`y9(_dVz1(=$p=@fZFipSjnSXi+%xbjepFYU_E;V4pu5V(Wy
zio|Aqk!0dqOAH=zeLvn<OD}IBoo>r+5EWjKUrueTe-oV5!V_X3KTkZ5caX_w&C=n$
zmm{#>pASz!HpjHLPE^h1Eh$fRhR0&6YH)i&v7mtHgybTxz+|%WrX+UE4RUz}?7juB
zp_pzH)=cFF#D$>ZqJmy`3=Q^Bz(-O*Mhj*e$)ZL>x6+$DeBXp+iR$$faujp<<KEl3
z;Y)4(4{tw$n#r^w3z>nWh|(RQ{A5l>7oy}aCd7*bQYo0cNw$i)U6=yqWZY2LD=zGf
zK<Udc5&8YLFmyJb6cWI#w!T_+GZ}D&#35?jJppI385E5<ez^X68`?y_h5g4SddxfA
zI@aeoU-o#=F^V3s%*fv87hZZJ7w0LtANh0i!q@5ph7U2_Kf~!B(IiV_m3$1%idO$J
z#iNW0kiWBki^62WLq*x|n9S*(I!*Kus2K{vH@-~^c~&ax^!Y~bnfMcN^k$Ngr@>;{
zf{|Dc^^gn)tq2Gsj7-xb4wxi&dF={2_5H@+U$U7*eqQ~l<ypJBl*u78uLW<jjb8VO
z7wT9qtkhZ%@%1y=`CFq-i~RYIodt}?Sc1_W(_8Mr5n$f@>Ww)U-uh1gtm!JZl85aM
zUwpd<7HD;Q?whr`%VAITWV_|dRvlxuwnzro4=Tzb6GWD*7eDB7uW*UtU~++Oj7n9*
zdX+m)N(3GS=Lr?Ro5g0zEPHI8rHs!G7c5OYt9_)8qdzv1$5PDnF%Y&z7QTTO{+;k%
z1b++8ydpSdcss;wV`oRBK0ccS^OXUv*(vLf#vwE0iuf$<+J79#7TLX<*9TJwPmV-c
z(|i4my5>rOolLB!THXdui9dURBzbPcmj8!-)K_yhgl^bcOo3WLZyOy1i`xXT*xrWc
zN|WFP2>REtvmeI`5jJY1si0TFRq~GeYEmL%Mh17xNnkY<$6{N+B>aH|6x?B&yheYN
z>Xye5<=2xD8+i*CT3I&QplL%vZ}$f|SE4WRQfO;If9;Gc-@m+0Y=Zs#xk;;8ae4VB
zVp$ZJVNaw~y>-<zgFMhOPe{t|{kb0vu6nx<@StfF%=MHnOFirI*(|j9d0&Y=bZuoP
zg1BhI#S}w{SsV*E%4{7eXAo#qZLxlxFL@@bX^`^!h?dT<q9eRC^ce}5vp2?rA(<93
zr3lKf@@Z8QR~^vY{5-y;?lkqMiHU2}qA40DECd!bk_tQkTeD!S9}RjP`!v15zbdc3
z`uC0{tGqa4zC+#IKKb2+Ev8?{XH7}zNLp@n*_N6hyM{vC8nyZKHxTce&$llVhr6^}
z9TMu4jO7%k;=G0s2b(o%H*-qsx_YsZox>;^if-F{-p}FvHI<`mP{c`L9Q*cHw<C9#
zrSlx_ZUG?wug&PQOm!g_uQiF(5&a&ko*+byOL(RENa%VY(GBz9<qpch7mmNxADb;7
z)@~;q=^H@7wS8S7m<8JaR<A6TGJLGpLK|cL1v(YqJ~BA4w;pR-En8Fd%vCa=NGJ8k
zFPtyOQ}1?_Mz&(s^h<<A{T|=(-ZqsU<(=|E2CnKchwk)j;jz}}1=wGU@IFx%*&B$z
zq_|<wq^tv6-x@a$p>LU!>xme`L+XL?Q0Mg+&W=-KXX4Qd^waYGU$F+)Z78#LMrlQI
z<u!)gA@P(0pKMDT8e0B{7u6U|T1q<24_an=2@0E7iqc&Fy~>J^UnI|#|LAXV+mxxT
zCPOzLF%9U5dSTXqzG%i(qmuv+!_p2tmxqQfs`S%|R#E}F#=1lv_-M3Q7C*l*ZpA)D
zq}ec1+t~TjdJ(M_9`1)n`Yb#ZQ`11Kc88vVG=*Z2w_aZ0lx4}mLkE(6dNfh4aJ1~;
z--iT^Qa${cnq#)UPPyOwhwErvJ;BMo0w7-S3DYXM4kAjx8e=0*bQoH&yDL(xY?_g)
z%eLsx1)nD`hTHNRZ+w%&v0umfa(=d`^6azr<%x4PPS9+*=90@%s1^PDLc<C9tKjrd
zG(z*q6T<IDb*wF!P)8*2a%pW*SRyuI=8s_v#OG;}VtZ3#0lXPh3VS@$0!!%^Bl+iT
zK!|`v3q=O6(c0SPA{$cK)5n`yTLeDizhc@GeV&R}xqrn$0PwI?xSH{g{B>7grA!_j
z2xBOv%g$v{;ge8kbpHn?WY=n{<naaL(9HLrH7|%6oZ*{UCFYb<Rj;WC>!bYI)lol~
zkx6d+*;MyE->V}eI(^Jrbk4O+kg_V()ukOLw7xUYk>(69mP2++3Uf3&E&HS%0o3uC
zB&-MSD<sHDv2ulc%X>UHSMeQJ+*Gr-?v3V}>gq3q3)SbuCVT*VHXsBaO+LbF5;kJB
z|3}f;hcmtZe_XexCQ@xWA*Ir>F*-7&bYm$tV|L?aGY%&m8zV9uoOQ}+oYqm&Hphx=
z_Svl=?S>VdZcv<x-B3n19K}TEl<_?r=lu5j%XPUfm+P93&-?wlc|INiv$IqsGNLe2
zN+CZDI8S)$FS|CaT)z)TJwAVa88@w9!`%LjJ5|$mABTT=_Qxr}&cMim$7CoU+x-RJ
zv4Ih-r{FHJ;m!SFuSsYW!$)QeY<cL|@td4^@NI&GZd68u4U;N*v+s_K*nbedF)_%_
z3mVzY@Y5R0AA<(-%y~)0r|E3_og5<PL!1c8VmhQN>Hg{^1ap%t-AL{;X(JZmruP%G
z+&TB6Eo9FDP@fiSP*7is85xmuL{#0~o;YDorEtx){2YF69*r#*mR7&JN?Mpq0k1Q*
zYMn=1xly)Cu4-}!^#H9heX;mwAN0h*)>Vw&(7ZY~uT_y!&C#60LpNg4+?)Z#aqP8-
zabyPmUyE0Nv<knnb!mT$_=cFBfS+8qeb1Yi@e{c&yKwCUz4taB92foULW9(EyF!#7
z@aaL-TDtwZ){THC8dU*to(}kY|9QH^eU5~mDK(QGMhQc^tNOV4s!EX+o(es@4|?@c
zAG3?lL$X<F9(D<ABGlfaKvU}4Jb_Pet(r9(6s@}fPe1!Gb1mo(=-reQ!qrDFNXEN6
zetB|v>6g)n|GjX3X?YgZIUUm$neacNi<E<|31B$LXg0#zF2QXpe6c1X{r>dbFbb-&
zszRk(&bsqRX#wsK$_AXZm@qE(t&;R=S+qxVfE(<Lj1fw_m>RzJ^l+Jx$J>Y1-F%A2
zF3L~VIN+=s|F?!tMI}t-{sAp@(vOfrRgFm~?3T5RoIp+5;4KZu{fzAK>ECyZ=MYD>
zNsy+sBy*|`#ULDbx_{lRsD1~{Rz{ZU#hT-v;YYe_a2z0b5uma1Akhml7M>^tR*6ER
zZHA_m+|2|wBjkeng}Y-w_?kK1s15cQT(&|Xt}xUIGy_}LLBpes&795rs;#Gr%L78y
z&D?;eZdJol{8{ryc%+!(WWgDfJQvc9wR5jxi$}iMUWueQ3V>pv)BC%IZV{RZsywE7
zJb2(SP!2`CsxMSp)`dvO!Z*G({93UYqMEGb#ChbudW*9=IF`?4WjHigcbet@EP3J1
zufqI!J)9T@?v0QZYBpL?*TdpQT_VDm3ndqN$jdZ+lv6)DsA|<=Uqp4tW$$jH64N8*
zsK}{oc8#Z4#+0ADVNd5Qh49n?BN*gav*}8kDQ@cd0rfuOZsocpj81s_f7I~3jNVu<
zRf-ykl+bLmatXOGOyEuS0df>T6|Bg~g@Lha?F~CE?cJGlPU8J%!~21xy~BukGSr(K
znd_4u_#Eljan4dHNhTtdn>lKw>h7qMW(c(+l1%74BD5qk&MdznD}&w0D__{pq`;Ry
zL=XsE^>Q0{m$N@6Vu9RdYKe`+xwpB1O6eWry2>}>{+4M@)7YDQ2p8~#9d@W_ZUH-^
z^kHZw9DJ@(vav-H+s8fkHoMNjNZ3LK)8W}t2opE?;tN@1SP`B`!0yo(wZC5{(!KxO
zy8B$t$n6^SIO-=PB|EJ%S+$F>8198+qa&zB&xI=|8tzt>{afRO{DnuNzrP+Z)9MBn
zwDfY<Vm6AD-nfC5c~S^o59SIYPwCX{GpsK**6Fe5^bciZwl@_6_-bC0y|Ae{EmJ=i
zN{r_5HAURtUVtt1wP89`<=gyVi}`zJy~}YGVVV@5VIUsWEyUjxP~Tzhvt3mEaRd4<
zmU>EGDCOcdL%*r@J~1>Dr8Gt1W$=UJ4vA=K;nlbIdgcUmz_|eFtv&2r0xz!#&lwTa
z9xcUFvjj)$G)}-~5PJ=_Fm$Uooen)(%%~;$z}fl57af5|aR*p?3FNs2LeGnA*}_qc
zn?H9Kbo6M|asnxw%#?RbS#KWhzW2|;*Z9*7%eqK#tiJe1?0<IiGl5BSz0!Xt8?}Rb
z%qNxyUrLh^)Wq?jcvmW+pgSBBzCwKqAA_H@DaZ(;is7`HOSGZ9x5y|B{AfR(K+x|y
zRhKQEEY9AZE!HT5F8w7w-CbWbvKgYiq$EPNiq)T{5e>SLoiWYbM%=1vGx*&AhDoF9
zn}OZsIn4dhvTmmy_rgx!mjl~Q)?rNz`21jSqZT~A--d75gu5w$EbFQ{;s5?lRN18u
zo@&I$^;xcj(#Q6>FK(Xs<N+dI^vZ$?oA23fc<;fk9G%t$wUty&2&fW?!Cz(zyqFk>
za}6Vkvxi*^NcWiUqmgW%)ioYRB+E#BE)!vtytuYMAw9x@$LX}V-@XsOXbdnoZbuMI
zSUg6F&N#3ftQrT3r&UFUJ*cp2s)}ZDe?mOmXaBLwBCK+71pVz~XDnWp6=1eL0nkm&
zLodXPo;=soZWnK=cxyr~gs;@%<M-lB0D|+gq#mhRY^R5#b4)>~2icCBr_*{C^SO-2
z@&bOfdWX1#H8=6}fm~A^^j(Gl3Zl@{w$%wK-n+%T@;MmoYQmT)f3~Zn+z~gNIRC3e
zUeM-Cxhehzhc&JoXgeK1FmbT1_{&L-;wph;Y~9nh^Wj3mrUB4K0BX0q<vso=95i)2
zOb;@0pu(;8hmn{5xp*pY)PH$@-oKE4sNj);`}o;QGWxr%bFc`WS)MN092@!3u1P{c
z`v?_+*QwEq(HHJ_XIoK?t=E#8#TC8?3}DniEre2XHbB3i8S#D;*b8p}xON7N=-h?B
zGAafQ9cmGmr7HbdO7&R9OlJ~$=rP7R0kC`wO$AR)*cjE*9`WR#@TheSUir#atiCGb
zfge9sBt}mZ)XMljXUi{IIW`aj!h>5{@d-u{lhzbMp02Ls5`8(rZ;0s3`b3ZqQQpRW
zKjRP@pTIN3ZL60N>12CxqfJt^-&@YmxVEy)BaNa3(gI;0fj>LYAFB_z_gBEcZZY?;
zG9&NTgPY=>pei{s!i+5r;v1$P|C-rRS=Yi9{Kkjo!g7HSo9vBjkMvvz$B5461HT!5
zMzf>NS@_?x+||Hi5A2M1?1&)X3+DGYRZ}Gl&RzX*S}>0120oFJVYURJ573=}(rdA(
z^(h+A!^<t4yJ9{JE^N!L)=W+zRUfT`1kD{JTZ#C^fCmLt7qke#DpjVWm5H2f;Jb9j
z0lm!A+yLHORZdaMPbgp=(bL#UBk-<9u3aUn7$tnV5wBx;9udt3+Q$fvbfR!|Wt$?t
zK>LD4&ddSb$XsP(RTyQ?ydGS6Zq#1xQ?{|Hy%_+~Ih?~0z!9J=%Zxf@_tEJWR(f%E
ztE#_6UR-30m=L(px09_qiIHJ$RK}0!DEG@1;(-LZPY8H%P5P)7a$>MmT?`N2@R8Hf
zEW!2CK)E1Pa&D)lhm2Ng)X;HH71+}RF1-(_mB|{?$}0`wcQ7uK74o8dkFe@9E^^cU
zgs}_|^R=wCwTHINlX^n0XRUsjzE*1R-EAgfeZe0BCAP@Io!8$J2Y$l~`lAe))F_;L
zWs)MdA}J4woC-gFI}^yMbADE~_Zz!r$uy(Gr;_CpEaKSdLrlg|Ct+xpdD&WAr6dmA
zjHWXh0-bFhB=e<kD;!OLrnOWG>yj!ZdJPwK0q<{C!Z~-J;u*kT?LU^-)ch<JcV+Jt
zK{%*6!sc-GJ-`$u;xGHZv>6st?N52w(z30eLs4OsaTnl5FV9ae(ZdJD%Rwl2U*|gS
zS6RCbxP#_F_Wq=WQ{wj8X6D$(s-E4y4pmTV>;UgPYU9+Wo|j>(WG$|1P?bdy`7$at
zH=PE>Q&CRj;~LVDFwW%sM(y$kZfJTyD^jV{^l`s3do-7P0u7;xIGWn|%6p86c}m#%
z^l;Q#Djb<MDQA5hX2EveEvuR1e14K@`Quzqx6R?#D*5uHbG#M4=jD76-s%|{w&~<H
zhTm?1dUbNn(A<r0cGqBJ9KjkAvu-#zWI1R4AI0U$sY_%9i7m5p9VnTD00D>*9S=x_
z42kixR>qp#I{wiBwTAg%v~TK(#Qrb}e3=tGMonbUMbJl{t7skvqHjI0c#YT?;5#QP
z9w5;Y-v)yxlwlFSoXm9$Q9~ms$P99MKH&XBAZ2v04jPJCYy<}lVncsL?i`t`D5?aw
z2>Wk8Hz3xBewa=5-Iq5Kii|>>&MQZNVX~rfSibH{3Tg|zvl(cfindL}nUcef+qc{&
zh3U5kisMGGG4fSM+zbA|WdB^8KOu8y!w*J(B^PqJAu)eg+|9(@tnYvmfgLUV+o~g{
z>=@w{`Uls&Vws(R{4@5`{=Fv}os%6kIFXmr^4{5r%ztA$ZI5?Dx|}B06=XscLurC{
z<i>hP2GB^C#0|kFuTs$ABzBQ#*MSF_8I!b%p*|Rt`f7^mFs{+y{wnPDPLj%q$6M7(
zRF=3pOGnT=YW=K`O~rSNR`rFLGgc~Xg{jL4gt*A<Lv~Et7TW&qKi|0l7|rkkr=@D7
z5cWfdE7MU`<y=-oNd;v+#J~fZY#rmV?0wNJ`TaZGOi1(q&e(>;E<y;|zUNbpm?Be-
zPU||V#1;NmB+5FeRH*!BeRd;XDBxF&Zew_BB!vzk&SPH8jw&Zj)oR=nIvqu)*duec
z`!&{d29A=Ma2+`z1|`#pWZfVqGCebvzAF5|5b9zWxRC>qK`(H@U&)v24tLx0lR3>2
z)+flV-b1ItW2g_BhptWE%z0f#;H}M4Ti4*wERQ2yf~a$-T5tL~mW&R>m-m&JkZNKU
zd0@nw!TE)F`;_BwpGAKGVPl`dcp;n;^&<C5tX`%WM$y0%=*&y9rUnrt+j<C-gA52|
z(v|s7A<C|b(T&K-6G~HH@5isqU)dI~e!PQ>RG|+m&y6Wn=B3bR?xKL#t4K!|ibK0A
zV*9lA;rEyr+t`FtM)J15`j}eP5BcK!7iA&(4OiO+Vr|fyI5Q$ratbG#J-B#GIk@p5
zv?0YPz9AWwejoBiTBxlh4SuvKw1eNoA-p5P`mii0D(ojoL-4tZH*k^XS$)MMDb7Zl
zdxNJhW`+?gNlkGh_Blr3W!Zw*=@UNUvr!6=Kjb$l-;*H3)zy!rfgFDb4$KX1S+J*~
z)t#7~5vlzd=>wgf3~#p5mOF-dyNhxKBv${u!>&cfaWrHW`~>&wdUf=5xvw$19re%e
zlM-+IsojIhHI3JQJ^^+1BAIi&=_usSI08$63hPrnu#KQ>d!vV;+gZEL;fnvdI_D-%
z)A2O5N`z0q!w)K)8WCyr#mOvX3(1FVH<W<chr{%jWLc^)2+Jc}I@BN!h|n%t7Is^1
zG@v&v4bhV5nz+9s?5r{#IUDu!+Q{V~ZounUeC?<lPZ*nAf4A-XR$EIx+G8H(O3y5W
z^<IiB1Z23X_}!4<)yQb#t=<0|=l!uZ$H%G^SAK9B<s_jayz$}Lzy;l>5EQ7#K7Aaa
zR|Tq+!dAPIk|JZ(vg4?*BdE%-rB2z|H&7hGb#08Mt{IS_bIcKW?f!{)$W#$uY28u1
znrkV#;Qtg7*(h2qZddmkZImiKpMMmuvbLpZ<d+pwZsB`*3ljo##*d*P;o*DR7(T{|
zn;$pE>RqK2IGRn{f~)9#Y>#|3mOlfGx}IyRYvQGia)HnDVgBHchTG&w%JJi1&b#5V
zYmB*>Sz&8GfQY%vlTQ3vz!$3dJqzC7HiS;&Jar&R<LelFd^~C#*J}b{LJ~3l#F_Q9
z8V80gR5&3g5%AVS5o5nYhe+SWxr&i;xWOQM-={dL;q^yPiQp2qB#q(svP*QO$KeZ$
zGkE293Nr#c8EF@Mq2ruL%nkud8EDj6f02iG!nrh8eEF)#M-Y)?SMH<t=$eN!F5^j`
zMLXIlbjpK9xvoRDFtlK)vP^kry5|WS8|8rMUM!x7{dA*9C=`shPT354uNdRXY$)3E
z7`sw+m_!(2W9yvPggR~yW<5CP>FW_eig3c>RFx%__{*EYlC=@I0YD*GLtlofv@IQ@
zutUrCZ~{4+3zs<nbOqajUrI@SXb(`=3*h^sx1oKE9v+VXU0D+2(Shv;zA$daMUuAX
zUv|qZW(;aJa2IH~85AZa-60$~fdnf-k{hl4_l|w0!)g}xPS5)5oT{qjP^l2UT9!}<
z$&j6_0tpAhR{DfEx2QKSJCXz3qkA-8t`o_8q1l_`-0bNd4m^$|ZKJvjd;w0SZq1fK
zW6>Ena|Zmxa;FlDISUe2#2Y$PotAl^CxP*<clM)mC0EcDr*)A!I`<&G(J9;`j>VV4
z!xHgFv@WNDuoVxuZ_)UVQ|K@#Ls2K*pa%peINKYsT)T~LBT3jW(*Q^6d1AW~hNoY6
zMW$IM8o`W!W!?>G!0jjlhcmxAg~T<?nrtm68r2tU-7c?Lv=zVMo{asCI3oT~^k*g1
z=&OfP`=g!~DUf>!iysYa24OQ+xFuB+cTa-!hyr{GU+^XtgrnpH;mMI9;hV!~!iNh6
zEk<vEuKI20A<LwsWV@6lZPb=LSOCfT$iSL!BEk(S-(c9;%k1_HwH^^$a7r~L6Rd8m
zJ<mWe!P83)hX&*N$$DD)+D2KL%|J5tf%VeHrSO4wRj5=3*|OgzQd)UNC+_VT4_`nV
zQbX?yB*B9X6${L3XHFN45p<+QAaBNRps!hcv*4Ynry;g)vu(vueU4x>noSX=Tj1Gz
z$P<8hhn&COV7Nrbv=25oxva@ocCV=0`4UA&RlKqM`+4}(UDn>d^Tt{p#k+?%eQxt_
z)<L(ogOoLm=JMwEx}I0Q8XhHG@6=N*536Q$^1AQM1Ptjv(`Q@t157!qI2|UABk}%V
zb9E1=v3tC|dJ%|^I7GbdZx&C`z96D6LYo?L#eG&((n5FSoa{!}wxXJUh@lANhj?A5
zs~QuF6N_)X<1>w9*&z9N1b>Lt!qgRT<KxjeXcIFEYMJ{o0zw3Lv%6~E!?z`j7kkKy
z-c3N^&+cGpHx^1^uuPcrB^nK6S6;;6v?R$*Nn!U)KuT06X%lID>lYZr|7M2$_e?dm
zcGfo?_;`fze(T&28eZlM6w`w|9D)X7kQts7uVv7v+KOGBPG=AAUis*Uv>n@-;<Leb
zPT;EeN1${1MYgYL@kwgeram#5!QOR;&~wA%QAnbck@DKZL3xv!voG8)xVDlt3)YPJ
zzd)n$*^9DVU-(+ojd|C?E?yFj&5v&(PJ4Qx8w<btq2u5q!tuM$?;^8AvY!)}8t^^p
zr$JP8co^y@xjnt>hS+_<1y%@hD0B9cL%qyu@|4r(iw&~eKXvIcHIU`eO<oZH^o?(g
zNU7Sh>Ilx_j<B~upfAWir06*C&VX9ZHij2cmMw^|wO#GJWX-H#-awH%+KZI5wy;v)
zSHcfZ8Av<v_l84v$DT}=mEC);{PU9f;E*g)g7FMVrio?agPx3&jexv#()Hxk*?l-2
z*wF7=^Ik@bIo3&f)k+k%h;MPQw~r1tDH#FEJ7mIGKDa3ss~JZs!Xfrn2sfu+?}>t@
zRonQL47}?1*?{qII$3cf4=^bSSQFm8id4yq#R37Eo2UeQ$AhHYF7T++mG4XcvkR##
zGG4epbvVddC>GhILahU{`=iDOsz1I>V}E+05K0p2eBunl*R^rxshJ}I&xWO$wCj>O
zM~c^wZoQ;lp5yMS-tzaUu{HG(wo{UJ%^U`@;Ix@`jBIt(CO@u6j2cCKk>v|?D&gP@
zUX6f8r_0>^{B$0Wuk7!bQo<b?0HFAA$VRc7uXJ@~@6(DYKOaE51-BK&UUPt=e|;@G
zS0aUTd=8F;?o1uT>K=aFW01<^UQ%42I!-wbU-)kM1fdVJW3uMkPxc|YDP^XIrHWRC
zazjS`1Ly*D=9H@{%@7$t$}+fN8@aQU^(8U(Wb=pDV`Th;4GCsh^>HHe8CSi?q>6>x
z9>GG|pOp;tqO;4@`K*2X2aUBidp);*`%oGN=BT*Pu26~d<UA-2hWoSN*9)3NEM4;g
z3uB_f<m(gAPmlyBjx?D0s7~M!37WFxa|NCbvw{qiF3DHgD(;`wG`r2)(;Fl3+x<pR
zCb%?cTF28R5%PmO#INSbN8QDGS5h-lW>?wd(e-bU;nzPeoETy24lg<o0{PB7>tp5I
zaDBmBa<T<y?YPV<<toVDLa>j^@y+-F>#FcDZ&#Z5viUfB_u1$jhZ3(|to&;GFTbx?
z!G2>h?ny*Z3TiLfRvI-Wq*O<pA={{P`qh1mEly{wKbyW%kFNqbJ=lcfU_Bqn+lY?-
ziDVYvz4SF+(CMK&vrR_F7)tE&jRBpfkePJ%p%J_+eg3<*e~lEyHM7?;jUEFPQx~Z-
zR|-|iRL4b>B|~>E%$ZE!Ep(5^?mDvL#KTlm9ehqUL`1@aKZ_dtx9(2H!##&2E>thv
z@Z6Td$gN%_W96QYWtpkQm0*8s$j|eWBbHc(grK@xRx$PS)DaJOTNJk6MhUJ3pwUX7
zmNLjR<lu8uiT(5<%#+TsauC?&O8s;4kFSGSoL#Lp6&yDx?%o;V$eQ*hKq5K~RB;K0
z$?$N`$irfstmh^*CH5G)hiX!)ly(G}M+JDr6KUA>7Q7<qk0Wa$QBFL=nlSRJh{JaB
zjkN%WtE5E3Q6wJlm3!gqoDoKMs7Bu#-l;rm#ymk{teg6VcFhX*aGotc{WZ>QjU&e=
zP_1-m(-(m?l|wfU$8Lp@R+P)AD`(3#80|<$zDrepL0Ftm-f$?t^rt<qkGIX(h=^q+
zJ<AWzFC47Xu134R$y9uvWi0RTg;G0hGNZjPhv0uyNz4-(ZO;ICt<4L3CD&7oD{+VY
zVC4e7D-ngX=HZ;EB#T!C7m)#A=*0?00l(-wcbjSMY+az7c9Kh&0^c9%mc5*}Y{}T?
zoBOLaZqhc~iHxI~qzYN(n}X`hxdz*`H}s8j6*Bqr^sYrZ^a`DR@L~4Bk#D0-ni1Wl
zz8ftaGvKyA2ZN8@Mjt1V-q0@BbdT&>?h=VTjH^5+asF|qO;mA&K?~dD4=metVoAXO
zVfmJ8c?@;2a3tpk=1z2i2-m)NA=rlWM-4Fo96BP?*COb%60v$d?v-D+S(Ym&Z3lQt
zqr+0@4v=w(qdn|t(HcqAXyV`@V%%Tp>W~HFg{zGM&rH;^2pA3r8o027Xva`K7;=qL
ze1_8wqta2(hy$3}Cf#t`Uw>Zs?uL=ub+N!=gBC&ES82^!&#r?27li*nXgDw`$88l+
zN403KeF3s5<eY&%+EEi7U`4KMeHsGook~mx1Th@(#@9MPS22&<D1LAy0)2UPQO_nM
z06jCrU_#LXN99fWCk`tgp7l^lALUq~Tm1mw&7v$!_rJ;%l1uJ|m36@pjMV7mQ|TC`
z4T17ts2cgy)A*HnrOwugJmRpJ$v)NlBLCiNO6D5L*SjP4zRvixdi9>b8}#Mhr_;Pp
zKYF0RY80+g7~fY3ZZ1*pTBJfz><Sh{wl?eriMP6jw6zd!lN(R058*&DD(52dyz??7
z^8{EJ0rKZu+-TF$n_me3v%3_ql&K)o+w*g^)q>QSn}zwa@QR_4Q+2b!y5Fk9lE?(<
z{KijPbNcdESLf_u#Y7@)iN{Cr<ZRDdxVSM`F2s0g9_8TV;1Si@av@MZvcQhl*%lys
zWY@*=nkPFh%T5ke$&?>eVyK+VG}&m(z_}#G`;9i;-w#lL7%PB_uRff;V$foH&%M0c
zRJbnQ6we;Aq1gDcdf&JoH`3WBrJND8DMsJ;%Wd+<_LyUda)pfA%fu-%CaI>dar&L6
zs^#QJZ2GxTs5vo=XU=3~uT(w~RD7;MvqD76J2;}1nhSxfvpRM>rl{l0leG(FathwG
z{=j1I+9}3+=P~x$h_JBXL>#y8oYU1k8!N7^9ilPoBcA$GsePY`5WmKDdj*2%VBArz
zp>9KRQ36cpM%m3GF2NW@lnpIB8X(5`vsX)%7u-I!ZBjkk{ll^Tnm^85qx!<(A`!IH
zbFFW%IReG2TSgl8qN|>4Mceq3%V0SDZueL1HPkhCPhPVm%~2^?$^Zr;n*ZLWJ+AB5
z6XJ|5y(R=TeIEQY<m%Dqq|8QQCatuz++tzV&U_mlj!(g|NrYAKQ#R3wsu#mu3AL1s
zKu^}ztfKlJ{8VB1rUbbBlI&P3>j=s(1cG}5`F@Q`1=$PZ0Qb|C+H+0MIyysLHsh=a
z?`1T+nnCo@<65lvhL*X0g|!{=peB%sKv~5D@|3jCIG80qQRe2SCoU2n@yO0>nhq8}
zt?ArjOKuJ|uHSBI*FWIjXrBeNA7woos0H`TQaW!cw4|oA5v)=Zs+34nX*K1E-`!@Y
z3~a{S<>%u!n!;_?*73Z7=14JmuRvNq6y<rO4}eIe&b{gI#Z(8*Dvt~-18uWH#Bnto
z&1(&?f6Lze+b*uy@bj+wU!46Ec%N?p<l)|sUa>SBf(a*X4Na>)g(nbWgCeZy-iTH1
zy=rjQVE=wXuMK~qB}ZtNZ^Aw~6}kJ)xj*c*wnQ5;=9A>Zp@%=6-?zf{W%fTiN5@d;
zmA}^gXE%5KKf6D7AN=#dk53Z5`|F3Qe{RP<))jp$ytO|uuh{~c4muU+-Cmtz_T7x8
zcTHxPc)D_^O!b-J{F__eYiWRb=5yvf?7+Pk+8wG+q2{ZJUadPuC^<R0AJ;>1UT{+k
zB3Cm^F6!Wz{{OcwRMKbgI(00;?7JEOwb@FbQ0t-Ns38jdD$W#@QZOE#7>*r3Lu4Yh
z@)|2!D&NN>P4A7=_T8f*ZDvZuTCr5yzvLMrZT}-K(E{bt6=|1stc5tZn_PNU#!x#p
zik00a!e{GumL#b(w=-l+4f=6-fu$SeXfM5buZt7DkH<;s_Wz4`{qN|f|LiiRbO+tL
zygzGTL23Ax|JmJb{l2d}7$@8<FXBz|W%z6{ABfrW^mydDgX3SPGuC}^{13e9?ZS7I
z6E|};uYf`-YFm0{n@o`!bY_a)fLEhN?)UIP-+7hD%&8DiUU^l9FC@M~Q>iD@dr%hh
zty~Yx0C5;}qj1<32?{D~%ARn$rLxi?ZN$Kly&1&H=h?)q9Xyt%+(}d?*?b(m-b5Kh
zM%^j4nquPjrVz&IDC(a?6FiQ%AN$n7Q_b}d3E3<n8#v)13Sa`m-rjO!l9yj_vi$qS
z#$YV=H9EsERhGP=ds+03R{?<kIO%^IP+$HYqPOKJI>hJs-f3j5SUrTYF++CHXi%AK
zs4?6IZdP)h5tA}6Sp%FincK<myIzyn1t{Uu2b$@-fWX&6Oz;2LEL3B!g6P)=B#&-5
z_Oxx?PK$FzkDE*;ljpWbVEsp*!tgmn=JOz&g4i=O0=ampO(w~ctDSXnGO>7;qr|tx
z<~1bO0|M=^!prt!kc4qrF9Y5&z#14?g}T^C{&oMuz(AV*66C@AJmJDguy$sSO%6rD
zjMcJK9Sz+%?P&17*BcY36T2&p>ZUu&PiS_3n6}aw&(HoKKu!3e-eu;-fa1$oY4k5%
z*VonO&G07TPe~K&8D}<A>Cp#F_A#$uvdPI58%RC%981nZ1O<Jm@_r>kM`)QC7dAv?
zusR%yAs+3d)`jD<i^Fai1=&?pD2x?)e+WCYQEfv!JoQhh$IzhL6zQyY2?3medAO?T
zxI9z6!db(~n4#T%Imw<vo18}?F15q=A|8}?(M{_J0t=eBm3$=*HcsF>KmKhX*7srn
zt6N&LFtj_ff*sOBdl+q=2`PQiV0+3i@Kp4X!HilQjoLRA254^J_~9%&H)#+JQ8&Db
zN^<zCnY!9~=S%=4e^U{#S%FK!`I5pn6Gq^VrGPwjT-f;gD$0%&A*4K{PNN_9GX=JY
z+wXU+^$Us`Uq$q07Xi&|HgC#{ngnFa<XTQC&iriP)@c!OZ+_FkOlSi7$|2&>X;<Ti
z-Qp%+1?4?PIGDoJTcLIL$QJK_#j1t<07O28N+xdm>ryz%U8~I(19AzODih14S{QKU
zWCNkaY*Q^1=e%grmGny(J4vP7^&=n3VyPEsAatDK_ARVxf1cLxnqJ^=%x7}}6rU>*
z8{@nYM)L59<OWU8BLdd&^z5|x`9V@AP}&CiJLT)v9Q_`XZ6lO$i0~;9dBxUH2OEvE
zS-WmjnBY4xc>MOGz`6hfb)(&vV{l?h#@S&$Bhgi)3otKZFVgQn(sux$^aD#hY-Nz=
zA>3!`sntr;KoKnHMm)yOBkM1^q{%vz_BYiS*yUplvWGJfU6nUusUx9^h8zN}wJI@t
z8nC9fSjA1VpoFzjbqYP+HT_#=R9vhvK)u~0&DBjcOY20Gmr!aDNRFq{26`XYixw7J
zFt=kmHiT!1()o2Z>PeJOAO6m1lCn29OP{Q>%>QzDki<5UJ#uq@m{rCE3$r5v2_$1S
zihSm)%<GYDKfc{6YL7Db!S5W`|4XiyOVWLlI$Eu<s;4_9*Q*SVSt~SiE4V}|1vxv@
z--gaA;6|IXF=gkKlD4?p`P%qC#D}i{pwCtif{Z*1d`194ewl>g5uDD|s=b2#Ua;F8
z_LX9I;^n@?_{g3IEd{8aE7PGv<+^xz0=ay5m4y*4td}_icI(8r@d07wb978(<k8aV
zv>Pe{pb_D?#j`4(ka=>KmvW!o>b487bo#%)`;zS(OT_&@ElAT<gRY%U&uAd-OcfhH
zF=w&3cw*BCIg+kYqinFTo{~)iquH_FHRQ&PLqYX|yM*?bthV943@;dyUpiTP%BYKv
z;>m_{RdENZZlqlePkmp>fk$>9nw`vp@;(j0TN-V4k!;U#|Dl^XfHnnXPX9C&)ox@F
z{LKt|34oW2zw;ea8ucWvq_+NLvAASeLt%WU+{glDrfty$*s!eJm~hNdwl4hzG!w=R
zkNsfcS5=ENW~{jC9V{qYZEG*{GdG`k@8^sj%O|EhR92PyilyY@Xu?n&yXZOt&0TlU
zG!|{Vcbt-fnmP~C-6j(gv<Y+~B-^Oc2CIII8JSShlNHle@PMT(A+4r|wd1OV6{kOh
z&yk76KY;j(;-`kYx5&}GoJ=2{1JYM_-?j^6K{^<@J6{$KR#QFSbpXk~Q8RP%rMWr&
zM%@L?;zhKduIi<P+*_|$mt@%N@HO(O@(!snVENlqX+xb9j6Y|DmPqAS5qc`r2G^e^
zw7cIP?R?sEqEXtaC|(~ch`O><T%i2aNA0NYr1hG5+BkTl2~L>Ee)U33_mTiOWj;;Y
zcUOLLqZuSSc@>>ug5HxdvpbfMO$6h?&yD5$qPdP=+p@KxF;?Poo%)Q^oomlQ1(V7n
z^dRC9RP6MD>77;|^GnpL#=Q3h3;D4@s7ggSnpkk1JV;x_>@`*89^<`U<Ivyyrr<AP
zmgH;;kNZyfluPVzV+Q=PN+VYr>WBB%bqp)#%<39;X+Qm5P<RZ3P5?u4WNb7G(J6?;
z6MEzm5G#Sucvr!sY~tDuhoZr)V&4D4s`H-NZWgi8o8O8^txG#ijP-nvn5cOZoDYMQ
zVMn|#YbF6|m4fvE=z*bF0Ze(-O@&mHWoT?iI5LaU>GeUNuE`#6!sW8$A19!jQj*vw
zUHxniW|*8GW6L_N&7Hq$byz()bXG9vnp%|<HDQX*wk`axf)jV{&;WNB@7jz3x|1&p
zBWS{o@<rGy8MPI^qh`o6en4YFgzmj;ROb}vxpUPrdd?2P5G3SrgNP=Xq$q?)+vnyb
zo1-9UrvfU=;-eN^3gL%71dCRly2Ok*SO5gawJi$UnYQV=kH2bv<gv{$$Npy%5FK0!
z(rL+gYJPe!YrsibI7suRZ7ibx+aa#yS4Y%@`gM%2@`p_hLp-Bp+=Jsg^Dl2s`o>^1
znhe6r+`;RT)XyYmtFE?ISi?|9@n~k?nWbk5DrL|I?i`;q^iIPQ2zPvMG#Md$S%CnP
z9Tppjm&!9TQW~Xg!(Wn2B&&mi=U&t68ZZaElr;sR3Q^Syo8=>@Nq(M)h~FC}FH%Fw
zWRu3H6s$s$v2r%fCl>xMz{MKuYU_HZfFGzi-eI*5YsH+9kK&~-N@EvThJCTIC(dd{
z!edTpL-=R>Y(5KR(xh1tz$o8;bfk4aULBz%Z-$YJTs2GN{9dLnvBjDW>}LdBSMK*c
zuxPEy{0S5MsmEfuDQ%RkCCly4G>Qd-$@6Q-f}GZ--{0Waol_3x#wfzT@JBFjesW@1
zBGBT<u+7-d#sG&UJAA$|e{Nt>k(7la4z{KI6G^-rn%^K%=H`Ur&xln#iIKp+{FelJ
zz0hU1z6Mjw*qoW}z;uwYhe*g%f_ix)(3&)O9FKdbc6dou$feMqs$5E|>m_Fa?T34>
zZ=g41sg(Df|Jtkt#qrc#3Z3Wd(1!>Wl?|qr(&)#=C3GuC(SCpyAB#_9DBC)_-X~R2
z7Eav3y4va<UV>08`Bp}B8QF>n{aT8j4Y2-eg@^BlO7mpfBC&7&9aUe8TC~mD(=VbC
z)Uy{K$>?{Y-g=P>R}PF=5sa;&_s=|y#AE1Z&9wTHz(S8^ODbQ-Mimi4p5|Sz6Uhsw
zYKWfuw;M%+NaK}(eaX-EJsOB}sglb>JNv$ldMH;avhHpH=zLHJ>g204uVmn9|EJzy
z<HdZOK7b2WACJ<ygsU^9%?IP&lBSCJ-)$a5osQ^qNklf1Z8R#WLQel#dx!8Bt>)4>
z;71t)GN6%falp3YNT^HM9V4q+<l>I1U+CX*6jG9M)=DsbXP(>Apg5@$*ae<zp2i0d
z9QF@<BwaN`JV(-yG)E|i(L0+=W356o%1U9<iEF3xY&*D@BGVV!_hTAm-PB$P5hj|%
zq_;^@$m@s?SrRHm4#>3tW^;d%o6SaKJI44DiF7mABtsXfL6<U(7Yoiu2RNw))Mw`S
z3qb__#&Mdt;HurK)zv@1izk*fWXHqyduk6)PO<83)={Pr62F=e$2)GY6*(s>O9YQz
zD%^0Hc+%K-1cO%JsBYwOKbaVscl89SOf^OKhN!p2;PdNMDx4bv^0+Y<P{L3vpy8`L
zNlX7$IjdxU`2QB>%<W)-Jqy+y&=72^>0YHNC(05|3f6|Bqw(+~y3$u+NvP!5G+_H7
zG}cun&Smowa}l)xD2Q(}ZOfs!E5iCSX8EKL%0v^1MVRdfAC5kdb1NH-VD(5iUZJH>
zi_?mOKgRt)H;uL=+m;T!XH5=YllZzfYTHXt@lzJh>mjZ1cdU@hBzlP!!k4HigG=9o
zEm|(IJt&tpor`&O>kg}*n6p2(F?%}l2MB{}?`I^sb~;cPp`C*@jA)x7Fa2=tc-z3+
z(@o-$n}w>f>Bcx2J@$ZtZ~k^D+?C<iM$dI$^gBQi$R%=-xX{AEd3H|?Yhg8A4|9kn
zFSRT5`;Py$U#iQ(TfHYuG@?i1_uFGRRh?-_8cv~aqGvetOBr{E+_#e7gkG&mGZ5zZ
zMH=4a7Qm4RK-LR;t%R)o5l<gTHJ3iGc&!~24|UQR#7e>H@+pkBR?g<`M;|rqz7uV6
zVM>xDG^HkqJ_wbA7ZRn&Ob})Nl(>j5@X;O8ooZfOzfy^!&fS<y;D+v0!|#q|0;nyu
zs&)!8;;jvvd3)M6x$`A#qh0)CeX2G@UKM$)x}iysCS2gp$zl653oI^~^r4Yl-QZSq
zIR5+Wc`_zfq}G2;RUoT^vXo>cNYE&)qv)O=IW0YdeU;FWlmqs<)&KG;bzo)#BjfJy
zM225MFNMLlYq2k^YX>g1YRP^fMVH0bvHMT9_Z<-7UL|H*zioN#Guzn8-OE&C2?l&T
z#eDlt_I+8_qJsdg<DZ-AVRRng`fCWKNC(Yt5_GxFa8XYF=nMSOQI<&8K%eftOf)G3
zXU{DXFA@<MjILMOj;EARy8jBo^IO<Yw$<t*e3kLX&YyDNqtKDucQ(pWJnXyp)3V02
z(wcV@PA1(Ay+K}S%F^B)qlKmutpQ+;ItW#AJVM^qo=D(?ZJao~c1?JvTv&b^%dRVR
zPAn2$e&>)gfE|oA+#?<v*)C#=ahZx(3~EswVD%^+p8u5stCV!@KJw?X>0kc%ZO5^P
z9S5EbQx=WodZnn@=1wgo;nk2e(sc9bY12Uz{9Wza4@3kW1?~M9*KgIRbx-#@EJ7P(
z*Wk9iBfqS=sX;?NSR)rcxZx0MYo3Itn)$$9T<1NDe5*8Id;sNuf7bRPL=6Xp`N6IE
z16I#yxYiIKrFEn1b%c!_{=A;xTg@)wpN}4KAgc*R#Ig5bv_UjVQ*l<Q9%<mlD$^`~
zQy$D%kI2v3EMfL-x(Q{Ika>)2yI97d6p6NdGpYl;n;Wx!kA4zrsgX1{<*|lzEHhL-
z=|yN01C7d)Z{vDTd8{8WV98sgDOenPs7@Rixz=F~Hyt(sb!ov47+yJ`Y6?Bf-<FgE
zxQ@ka5G&x}84`PRW5%yYZVZ{ar4R&o71AcDYko*;zl0;cn9P}tg1(KE($^2!VE9B=
zN8L+YirAJlzzz_F<#NqSSwnq&(S>2G9%`XE?87+*zNa;+_MuEgTc|_5Oh~^7fk)%Q
zJ@22#N2CNa9e~Q+B%~yY>$qHgRwV>VZ%k!T%+mu?Ejeo9<~zPM#159Ze3e{w=kxRA
zS|T1J?oP|&zh;POG9HEaU7M_Njvd|?OYpeEWxUM~oMQ21hDb^dn4y9^3%SG$1CNrx
zMr%yzFmdbmZ61ME&>0Y(kVKvv4@{juH2#w6c;$A}%T0<Vv6NA@MTL#km|TrL;?!QY
zY^1Q02#((rn>?Lj{MzaORkabOKzUa=t-Y$wo^%|}i+WR*-u>f6&6il)tN)<Y^-!G3
z19M<BJMg{@UAwE*tm>-0*v+dX$>|>61<F??Z@+2MQ5ST&%}IhLc>M0(AJjBgPa@rp
zS!(fW3MuM%|IOW&zO%A`GyBt-jGYa}5IG8HSzueX$y<zHGt`ak;A}B)huPI~9(*&7
ztCFKju+Q&NqC}FBvs@dw=W}0OoD1n8_2@{qd2sMcaSa~j9g)$XnfmdSzv0Ow188Y+
z`s8MN$-Bj-8zsY%{J=$f>bt&CU&YmI`lH=1iDbg_7FO^y)82Xhr*X7xwaPH;8{q>S
ze2tV#QNx}`TZVUe@%i)eMk_&$;5=5)7jMr#71yjGX3qH4zYgE4;;fH@`mwWZ8?h{p
zaNQZF{+vtxqiC<pmsD?LQ?Tw_^85($VmdT6HO6@b!9wqB5&udZ)s_7;({VnUou90m
zN@&;m1b%LWsdYO>5McsClEdlj?afPSbzh(sr(o@E+S5G7G0ymFw@Bqw$K`Sc7bX8u
zy7>~O4zFLF@mSzZyyWQjETO)XEC2?4>15xh>M&d{e2*c^(DKkBnN%y(9(+m}eTw-(
zYtqO2^V0{7dblLcteRA$$zNl+xMAhTVq(_U$xkU?gCs>QFB6eCee#2ACB-G*{(b)E
zFTVL<+34<=o(;{UshfuQOw0@YP&VqDy-9o*ExAc+Y@Q%t;CXP9(u9K#^ytUvCi6$I
zHx34URj&vS4f}dREN$JFV1>9WY{?d?-$6IvY()5<VY%G|EyP9x<J1H9ie%P?<u7x)
z<Ak@f0S!A}r7!7icQh8O8a%V^8n_M`Hmy#(jSNdQDsBDG&g;2)-iYMPBvc+OI}+WA
zABWgzj(CmX$|0P});(YIZ`@Go%6+)S8JT8F7FYl~wGTIq*hz%=2v!ioucF8j@p`<;
zSMoZyo{&<}t;NKmaoXvR_+}fLEkM2}WkFslA0#}M&}!Gi9qSH`ha*i_2n1hSK*70$
zyE@MNpB+vz@Y%Xvr)!eZyIdSrSLgZ}VS-2a^~M3E*bC+^#XDOMjv#hUoi^9wpH;zd
zz4ll%jL~nLk3bEK9!Z+D3ksV2Xyp^9I+x0ipKVT@n0CpGqEHd`F_Y6<i`(OT=aICw
zJ#z0}`i{wOZcS}K12Ri~XVFY~&0+ZvKhv|P{|vHG_qqHOA?X9+_d&94CX-NGR5L%_
zRQ${^a6P@VYO?6Mf-1MYmWlRFxHf#WA&Tgcb3wx!5VyMhyPCd^ccXQ0;R(fSdX{R*
zv*?xdw5Vl)mPmwzZgtJ-*^G%>3eTK*cu~A&feiY}BCADkl!2Cs3JFg#@uC&48Zz>+
z(@01Z0mmseIRp;9&IJ6FB_&n8sJAAKyntGb^J0%2Q9=St8M4AGqM*(M$0aC=Y-n0}
zdgoHe<fOt(LElT937VCquMvK7e%PpLDbd^@qw#(Li|G-uVN2Q<xn0}nN8QU3a=V73
z;94+?m3v*Oq`Z?4Jxza5QqA`cUv*2awr`nCkca?ZPl@3}+(7XYMyKHbAB8^#E8<3<
zKZeIP#E=nd>H!};mJ^~fCPg;lYS7O_WtrG2Sf8sXyC}SaB_X`<?6TBM97u^9zTT)4
z3MWRk+SXe<JB-I}3N=(QOy<MWWg>JkhuD`15(Hx%)<7JwS;2r;Ii_BvEzu?KNSc~)
z6gbc6Xgb|Ofs~v+)X_5KU~<{>z=RsI@T#tzf(jX)4qm)%mhfZHhtcpynmcFQkTb+k
zY!lUFJun2FOrWwl#*yiC-b>1ULey%`V)^dsGAEYG<PYUj)8EmsCgx_!w~#@QJrKgD
zwD*8{PjDR3L11u4ORexCMiohox<yDKu{VFHTV&V0vAJS6Aq$rHnI$}0Ocf`v?79s`
zkfaLdmc?zKG2n_F!!~>@Nm_HPsGGuUmeoY2WshgKzMP3$tf`MD-MnM#ou2%d(I{>Z
zHmN8|b$)qY(y#Ko^If#68A5*t)m@m!12DP<DA7+pTa4I7f`ybHmSySLIkXjrjzO7Y
zu^-*<$q*ecX{3M}?EGe*uaCs>S1)zb{|FxStwKE*4_}d)o3k&12c3|{<DLY3ka_xs
z{4JHjunWhw<UafQW)EN&_JDxn?(*{dX46&U@|NRRj_Cg54^F>apN<8ANNk4JK?;Li
zVWouJkmkZwpE#XuJhTz45<F_=%X_rf@<>ZP0UCKG3+^e5>s0_q8_sdNhrCMGr?t3+
z$=z~$xO<jxE_s4=Iv$D2?cXyBeQ7^Y7(=-8Ylqnvv*Q{zu00)J#Py^6O8W`_@*~&Q
zyzOWQg7US7SB=`KaO~O3f@9Zl+874Kf1+`HSwdT%$uywvy<@sZkz{=!(YBeuC{642
z(pvRv?=Wahwq+=bfru+s4|L`+7gkSR%`?cg!?me{%BBJPboyyu!QkNdmzNaa0IroV
z(0lO?*?elr^FE;wyASuEkLwu|s~eMxrP)k*DRv1DWokFX#1o@krDsxY#5v+AnuM4l
zZ7`||u12D!;#h$;`XR?p$i6(7X_!;>dk)G;$V~j}hql{vLy^4WjrsXtlB@A%swF;2
zB2Tw`XZG;jvzYBag*qo>sotRU!pb$Eh=0HNW<}>`b#`c&3BFHGJvUJ#f7LIg+_69>
zDtde)e2pCfN`jtdN+>bV5z}0Q-=s4?WF_jXIerA)S-<{H)FOf~qm)dJ(C6Ig;l3?X
zXh)9$qemnTTp{vu7fILrq&b7TK27;HemYD{q{v7?KQin!2t2N=s?QrnpZmn>b9qp*
zh>`;Uu?U<=ULQDb^h-`9Oy=$ew3HK`zlmQIf@iqSMkn0VFGP>EXuuomBULtwA6zHt
zN4*a`Fjjg0Y8&@86WgL6K3{dPlvh-nT|U$`IXU@Cjt0%Up|*U}>S^4gC+fE{5^gcm
z>KgA*r0@dENrij{;)B0^B$mJr^tGSgIO>%mC8jUOv29bu3+$dVV6}~kv~7;tsqQK5
zczH^p9hM~tTX7v@jQl2l>W$RCbj)Jt8i%j^F96Wv8WFGiNL1f90iseYZ&)TzltjuB
zQrU--MPwq}#P3R&cY~hg*To}d^Jjbg7*LbP5X{j76QbdXAOY$?AkgBTC2PT=wx*-g
zjT;Z$vDLVMh~+_x{NlpST@M35+9Vh(g@O2)=$*eV0HU|lkc^90wxvEQ#`wPs!;Kjg
z<SQOoE*yg~fK7~t$#um{|IVFsve)M96MFLW?D~6A<Igl7i1{*sSR!pVv3q}dOdI>Y
zK=;P9B5)B;^iq@P`T1wo4G?jLVb}UQTGUN3QT7K`t}Bn9qKAJY&#U>=xpzm))%DF!
z)2`nwMtfyn-Rd2{F@E^=dTRHU!atnDzMNZnWIKV(J@dA4d9Pzgm8I@n(!$A_IsDSt
zt09l@O|^@K%zw@<SNvxeRyz4FPYk^0z5XW`0xrjE9=1a#!}luVi7=o=_-5Yi<kiET
zu(>OVYubWbYw|!g|LGZ!%b9yW6Psza|7*0#!_O$o77KXWq-T{8h|A4?7)>Q_7&-Zk
z<>=`U(^kZG-{Odk#3Se!EW51A*H9(nP0fQ>o&R7YD!og{5}=;ysfFP{#q|5ocC!2x
z5=8Cn{{kO2dWG!w)$8^6gA(YgZ|>7qv2<lv3(PelG~-tE8@98BbG`W4Arv{4ia$@u
z$nA0^e}E|Y>HB9t%7*g(voq{*hi}I9(Ieb2=%V_`ExBON9Q<ueMDsMng{tS<a(4ut
zn>bw#z=1$(`0!%s)%$UO!y7AQcWAW|u~K)m-*CWEP4!ud1m+Xy!o{pM+~P+#)loI|
z1mWn+3ftwOCB<w(Cjf1pmv(r0^`CBP6ajU*Lq)(XLr^SkY<42(dinHUCj?rR72|(X
z!JG=+iU<v{WX`PfFN1CJuXF$WTOr;Yo$J3XrF-nlf(J<q72N30m3iTxeE}{NU8r(f
zrx^p*{F`3NXS_Pc)C{~?yRW$Bskw*RuE1zUVyIeeG+BjpzBc_u#gHN!aoJbcp|r58
zhQj2&2<|fV-4W02V#z`gA=UMiYIJLi2GFRK%jklECt-jm{Qy@pMLTaaC^@a`!}{<$
zFLer81gIP$4+`?GrS}$P6n&Zfi@)C7fJsYofb7GLHGp>MMFFKq!K*5#b3G*s-w$V6
z-~X2EgF9gmu{zumkxKNMwTBrcn?GK~3E!(0)@1l|aUDIn8~D1_NQkez&P2F}144iU
zQ<ouxeO3qv78_4Nj%$_{ST}#S9@mt72C_M#CeiK`T%~D~mEk}xM{Q$>7iy`1*XkRJ
za1Vx<BEuXSkMyQSdwK{z;ZQ8p8}^wIp}5t)+yQ~^0c`vl1ZrN#tJIasEHA}{5_f8;
z(|>ktQTo9T8ZHBHsD<?X{V}k&%r&`WLlAT*b-r4etvlZ(>q9y=SKUM;KSZr9bd;Yb
z*q$JCq3vMmN+e@uiB1v|?i|sVH$x_FltHCeZQmrPL`Kfo`U@KF6cZ7i4#)IN9*@lr
zM-nt5V*K92wvQjIXf`C@2v<T})s1j5#y<&}X@fO)l)QRES8?IXrhYO`2T%S3h$}wc
zodhB2AuS=)yZm#dw5_Qa)dC3m3jDSdw#o}_4+m>XM{-v|G02OS+?<VCqa+THF-;>e
z<q-qh&ZNXmI9-rQhVdUX8dS)aq-0+sLtzWTc~m7Vs|XoJINpNp>C4T#8g!1XE5I%x
z!a$fvpFN{)>D_%V@~Y=+#i{RYb=Wzls%`aDbS~jC<iJAJnaCVP6EU2DSh4Ns!_GnE
zb2<OT`H#)3HYnwC>S5%xh6B52=|zFoLm#*W*I9l-pIA8y?;40vJvl8?g>Y8h#U|51
z=pNsIvW;d@fEG9U;)F($9FN$-&U9=GUqX1J(J>|hz$O}fYfJ$N(uVZpzFgm>Wm21c
z#{!%1^Ejg7v{n$_&?TU$OY@r|Qjk!}R@VTpT=7q620vT$e-xdKKhx{~$5F~n<Y;uF
zl(O2!)DaRXCdFpV?r3v!bXv#8XtFvuN^(;Z$=OYWOm@qVvm32akrdr%H)QCB6qB5j
zyYro+^V{z~*yFR$<N93J^?tpc&sIfUSDA0`4S`iy(BhAzKwuIgUJ(M7V|h6fpMsOy
z#!DI5SF<{d(>*=;w`J21ZXvHjP(|}`_qZP^-Gcav4TxQV*U)wc&H}fhCqfC@frGpr
z$|eFzuaN~}cKcVH@SZ|nH3|Qx3ccv<vkSgX_Ud%AQnh=l0<Z2@4+N&Q@97TdL(pg2
zrZauO7!UtGY#+|wPEcM5ooK=a&U($6+juiKZv8W))HM~fXR{5Hb0e!;BraTw?YQ~%
zT+Jr}Cf=r<c_0B|>sLH%9d>f{-Y*MlYkgeb*yMl~58gB$bXYzI|1*ir8Tt3ZP2Lpf
z;O7oN2+5xxrT8MBj`yew{Cc4Heos*xt)nP*u?kgIgiXLC?M#d-W1Y>-X(!Q?Ph<uA
z99e!co+a7+7=duK9o0{`;(L{r=7+j$d9;1JEa=}}H18-Bc~){ukpT6^z11rJ(%v>+
zh>;1?&1c@Bir<iJ*NEeOnWDsJee^4y+JNdie9wPibho2+N<<FJmVJzKX@Biw{50Rk
z&q>TCQ|-t462@nCvU)=oa*+@sS~cY9YU`5{W|VvZZ=Qfw6hG)#9QebQyKT)D_;)d0
z%K0%Qs?W7&OZt>9E1B8xYg{RmGEtNJxa+|8yCuu(qHFkT-u&I6e*f^we9tB;L05`M
za9rZ^MdaPYP>?ZSJ<x4BR25DOq-TEdM#uij&73}0DZltddYw;EiHww=tf(B*mu-cN
zBU3~HBz28(4M5sQAMF>~$=Aw1xIW~uST~dqB?ITDwnV1b@{|k)tm;<eKMkZF1I5@8
zf7#C1CSV(|$UQ^|Enzww-m4G{M2*e9N1nC*99x6o@~<6dZFdB)grZf$Qv{TK+n6Q#
z5v=brbotVvN`8qJme`Ii^qx3tFAg;h*Huyq@$?%^8T3^K>&a$9d<c-!?X}WrowhL=
zRa=e#uBP9Jo+%oDbG{bJncKEG4h-3DbQD-$2qRL~74@?>BQDdlP^x1Er$rbi<vMgu
zgk&_)Q(b*0hQBfgK21R|=-!%hcf=)uTHO5fEo6v=fHa&^idA+K^fhTUz5XQ<8?V1r
z3fW$#w4bu4#~-|l*fS9Zdqb*^qceP`rbcbCftVRr)395_mjhs&`xXkp$#5DqR(Znr
zW?JPYXX<F?nPsievEs%Y-T-G5S0;U$isiSfMy#inKzcp-rmbqvJFQNOjGs@D)MHv+
z$KYP$e%|%!<&pE4n`(Qnvp+q7@c=WbXdYIJmGSCiYYB;e5+lc1w%hO6DrZr8c%^{K
zCttJ*^?$otGKeqd%M2}WHFPcHI(@?NWr6RwC`6QNK}$wlhO0PeKm+e_u~{4pzZL~k
zu^Q}HK!|?q&lIw^><1inG=v9rIx}=srNI>cn8W89b>`Gxcmt|$1n+ctJh^b85LPaV
z6C0tvqOAscn;GJgh+LKD!tPPmwU37USw1Cz_fh}&%9P*ozKEPx-xU9x(}$t~efGl5
zI?eRkt9fJsHZF|s1D~|Ag2jPhtf#eRMMG-D@^4eW{nklEn#&VlBPXCnX3hx0QzB(9
zaBW433Z3SPD~Xeb1<6~jY+eM|LMoIEo;6U}{0o0hv}T&O#OMd(j}e?RbG_Jq&h8nj
zH1>`KMB)p`P!x1`)3Q(mhE1uyU7K}{C_=iEq*}#SAn0dPIM273+({q?bBMud_j9)=
zv%6sYT3)xB_xVLY(?PZ8#@gT$fsxBI%3OKBo{6BCzpO1Q=WIq{b59OSK79FX+tJ=&
zkux<le6mIX@1x{Kf$P83(tvAtI>yz8BxqC^4Qw2yL*ikYqp|G@O+c7_dic1J0epjI
zef&KGUNquk#Hz9Ci+Dj=zgNlxD%E#ZrDRh!s%Hv+j4m?fIr87G(4R=v7@aoqTjzCA
zJc9Idw0Bpd<cy?4jIXp#<@TW8FJYOt7`C^ggYkTK@@A6$?9m6IMo;utvkCw|F;!Gm
zWO!s61QujtvjK&fwW~sAT0ENe2DGPN?s_L2)L#<0nzqy2-NW7CtMa7HvRlK61bZtc
z6Zm>&Bg$^f)F_D^KARj*e7<jXr&2r|G`n<(nu72aiL!u?UA6LMK#Azo&mx}NJy>5F
z1Wm26gx4;S2RcXK@kz!auy1by^j<#7kdXChW5k26*)?#@X7abW%c}!+M587k&XCl-
zk=9_ic|a6+efvaMNFg{BhcF(u-Y;28jM#E}T{YPqZLswnsGJM9KVRagUY!=ccjuu_
zx1O2LPoMPzm&AV<XY!xALk_-xC->?p@q)z)r3T0@1&Lr?X?~+l0|m?iukqfg-8Zri
zxAId~bQ3Cnu<F=}J>yqK{NoTM0@?rzDg?``N$yFhP|bqhxOsyFdtK7V4|ysO36qos
zfP?IKn)Kc~SUE~>2gCcv#hL~O0aL)2|0pfAt@gVRA<XP8E`M#QVc*xEb+X9X4PzS9
z`jwc3G5jkzmMM_HUG(wE_X@qsS>Az~JIC4<_NldkDc0Auxl%vS^e+uLDL#O-<?kab
z2cHG+N&SB&>=TU*P;ZxY`Pi<B$KcQ91tOUY?PRQj=YCvIFUa|DcukeqSb`P6UL9>4
zf3}<HJst+PO0X%0>qy-^WIIprCJVVyRA7X4yGPwy?IGGz01DlAp?NO2#^&G1DlBX#
zF$go|U}N_RePi1phr|9wdB<bn6>tD$t%h-88QBDZSVtJ2zHVz0&Zf9BM8Y{XZ4B<4
z7eZT&yn{m9y83*UB?Mj(hPw3c6$w1VdPzA%rQ|Gs!mC81L=j0*F=o{t0?yzGz%>Y#
z<q7bj{~P74CfseU<c#5HEioLE`1nU!e{W(Eh58W#eT+HaLS7s_s{IM2>Ld{C?ZZ(f
zr@1EU3l9-0(?-Gzuy=n#B2S5pz6awsrfp{Lm5qR>N%On`0*6t9xWav?7SYn6w%lZb
zMp}_Nzz>w8htqf;zUF*|euOH5u~Nbbj9l*jL$Uwc-<1!Z-z06jb@`BS_>DXo`w!V;
z#5qd`gZxO)3_IAOm4aBZ_I~858NUK6whki-r`5@Ov1x?wE-N<A40_$|(<H}F5@aTa
zAfkG%f!NK7;U!@W^&zlIOSHWSBHVnN8+aPkpXP0X@8wZH7+XYRC-zM}D4x00ZiIsd
z*ToW<$ikhnL2TXJ4DZwQ)J4mBBXdS#i*EbRMC(P2C1}yCZG1;Vl@k6$EKEQ+U_T7r
zphbH1Taq~dy`|BFL81bwz>69&3+yf78mEaVvY+<|(2&h^J^=UCuMgTWb{@hoBM>!H
zSfLvvF&J(XX<V{I2MM4D@Z+N2*Q^w*so+<$>?gCd2MgQmE`UI!S=teYFAenTYn^9}
zX?Lt$I=BC~w33Yu*3^DZS2KjSaBqTmKEgOk6Gb{~Q?uj21iU4B*g(MU2_iQ@O+Xl$
zw!sNys7>M|U;-g$-?*Rh)#;t6AEgaW1$$nh+3GZjO&iDF%APsU(te*%<qKGO)ay)j
z<;u`8gPsrmAvv>fF&l-G&&Wlh$x&lPXx|28WS7m(<_<A8JcDN_eya$yZN+ILyO@(O
z^axI5P>sJ7MHXh>k7Tv#x>AfeTi%}GbHizxjqLa9o@AY0ZkRqrO)%3)TnE0le=RXi
zl|9R9-;Z_|jzB2lLaGFirh;7C#(hFLhKVRiYWUsAuv4$!vl8$^@&}A@V$bqF9o(x|
z9zNQ&<9Ey1H>p3Zy;7KR*2(dWA}$#h^x!ySOpWs$n4FHgrHuYFLxEfVs`ep9A3ddr
zQ4jX}DPoYA(CF}($T$Jc|DPL~^!b5__#eeQ3S0O9HXe}x+Hi_)a(h-5O`$0MsRGA)
zD*BaGht&hC?};<?$$Dn@#@1H;95HpEUcUb-U9_R+z`b8~B})hOXD5@tu!+CO*u8tI
z_|dd@ALRc|emI7$Dt^=c)?R$$!bx%MORZzo$;+N9RDULF|JieGA5IO7!gWN+fkNpx
zf|%wzW`!-b<C$|G|7h%-yYa&Jz%J;Y|Gk}G(G?0bHR|gAYP<Q{0cW&x6r$o_wb#+u
zUv(}^F`AVK#r(bSD*C-{%!l>MnKN?i*d|OVu*b;YVhHjpsxtk{C&}<7>lU8eeh@w|
zx9=1$+1%!+X$rZ9K3eUs|8DdSKm$<klazD~zP$?FnH*xf<4x#xrWC@y#^O*ANi5|g
z-L_3GE=-BkD97GpE@(5UZ4*$6j+mxpSCXRElCjI{S{D!}Zt0S>(h!%40Dj$yhd*0Y
zMKaPnnP5s2POa4(<mV?>^CibC*B#s$CngQ&9-rQH*_5477gyHudzhKAI9~(%1Gx}v
zO-=cQH^Kc_ObnyG5)ji@A80F5R?!6EG%)osG|aXA>gJa-n&;_&*4C0izq_|WCD<j0
zn1MJjg}{T&tWy!ejZ@Q&FG4IbswU7210xg7EN_Y^*MTWj6mw8&0RMswc0Un8Hk#kR
z*%*0vd+aAM(1YM=AQA*j&Wh+@I#z=-tUY<TTUNuEzm-^1TNM`<)@j@1)eVcz;pUI;
zKnVJSTmgCDsilz?v)iG?{%KgEIRSDb_jO$HaHG3>t`C_&$?f5)6uIv=yPxvdKk(pr
zw({eGeOwD`n%8{xM%KF7vk717#qSI}H1Bm}uM=5$d_2`Pj{wuuEgV(1Vdq3JL)`Du
z@vp9yo@?X6AoS$oxLiJryd`&j&$uxFQDSsU3{1r}9zw})*ed#~3L(68k`~cH{be+L
z{TiKt!M~Jt%@e(MVJl`uEd!p1zY*-Nzt%rKs|`S+$x7hFeg|85u|Cez!J&_;FBY*C
zB`uOFxNovk(o#GjZV4<Rlfi*Y=%Q-RJ)8|+phbOLq^Ky3d7sL@gI`oX8L(qC<CX`+
z*->0M7whBM^3TO2WIW^te7;nral@?<i>?!Gp~|cExKRIEWPrA#Q#ke7e&(0VcU{%(
zIrz^{l~ut6#bgY2bnm2qrl*8zT<_-JKu<aO*l-Q!g&<-4UTfN;UuRnR!;7Qno8VlW
zMHX~VUlLQ4ysksc+Nc>PM=xsB)}GAPUW%g>*~P*y=%z#%>SA+*M&q~e+96%yliAF3
zc@e<$bZb*fzq*nfykB~6rpDX0@mxKNJBBnA=)<as<|EPq_w1P|2_L6*xJpD%8lKF|
z?&+pn-?osu*BAzGEjI1V9l-yw8U|N(uhA^KXb}n1p`JGd!lML#%BIB{py06GoXa@k
zU-6RDl5_0Tbhr;lckcG_BF2c)pzoG5uxc58g%Ss6Fu>rc_+tD&=0@Z+76f#YI>$ox
z3Yya@YCaWu;bK1slZ<~|HP!o7s}qJS$f%6`6WwbV&|)0cc{s2~LN5LA_+?dp>A?2t
z?jus(mF+_l+@3fhm}VpC21}LivovxX2+^`ehj<CxwcKOh=bEBN6N3UR+YRSMMmS{(
z9hb*P8LwCnk1UOcH0+B*u^amR%gwf+0XqA!3IN`(ZkQe}Hk>IpxC0bmYYX^mR9q&c
zMt3}K)dhr}=$?G_B|xtE1Gw{j&cL91r4dz7cBfVB)7BFn^2{BoH3k*8^E%jhL1>th
zh`eACxQf@gDa&PB9<;6*D}(+%X`DU2bMD?s8|?N088QnzxH9$>naRWY`FHS*bR(!K
zaX<dsjifE%u&Q(+4akjXojxgP!trchdyh94J9cii!4*miQ3rYh2MMItXo17mcK)zO
zyTF0+9&TYtTW`kZK#To@iOGZ;u1|&&iI8Y=Co>05vo`iP18pIOQsu9Z{?I2Cg*JO2
znCQ#~5xr2;)|-IarH)p`_dU{;i%;4h%vkfxW~oX#emU8l1}9;H>l~N*ry90bVvPCK
zHwI!pKvk8-Jrq||uCQZS6`2}#l{|MBSt3K=KR1Cy9O7h*2}yAN+p(|Bj6|a-4Tn6c
z8uOaNPS8^vqQTH210;b3Pzm_R`hmh9W_aW%`5V_11j7?3HM&OFx&m;&Og<Ejp^BiA
zL1w;Q-_|F)szR&O7g2^`9vRA_YcvN97ef=q8L+r$+B%bdQeD9gk;@1A;5M^CU%tWF
z=B#t<JNlYrehW1`eHf-{&EMiq^IW@mDb5w?<~u|(tx#E~5PLDD5{;7C&aUc>85q8-
z5Wfh<q{IV(AhA$*$5YwX{Hf@eLHXn@g?)iRpyQ=0q4H~D^h!tNC!xN1->*~unOq8_
z5*UBrOLCZDg2r1$@*KJH`vN_}pI@`YFj|9r(lp?gvV~?Wy3Z6a)24zNAe*z4N6l2<
zHqKw7a3A(3krpacrNMBpYAdmX=8j3GQs`-RaBa6w`^zyo;9tV$_=QcIXTxa!EW~z5
zxOde*Eu6Ko`b3_dzM15s%}jH{#wC-dAk!j3OO_}@TwAq}E^0^1m)eWI`hK2v`feya
z(uh<mj*Er+ekC*s??kKWpQ__iwf)j=WN3V+vJS_MfK>4C0}_qCPMp@RjY}}}?xH4D
zEfaKBCAlf=zCS4SEj$s<Cn?LAj6tso3u2rZg@lA#pHg<QEOS}1`I%0$nzkwG?s@1K
zAN?8jE~%}Ku(VCtm!9iC2(rRZ@6PMD+kZ%Yz9uUcWi{|5FIHXKup#L5z2`a9&rduH
z5tFw<EVG!>ge;O&`c9)5=u4G^ej8N&C^{^S4Vkc7WZWdVQlUBzF2@Qz{=HW-2Q7rk
zjOXdyO~$HVvgGeC#{GbeQ4cIA7r?`aRO!mN1NNhst!$p0krZh5BO-eH-x!DYZ*x{l
z$6u*mFD#c3UwV%cDtHnpuz#%DF%xHl9#CN)97Sdvui_QgD)7y>m5{|My665-{9Ssy
zc{W(wZ(QeaHgpHdG1^IXbLH3KKRm(w$|-C~=Ds)Gm!#ui|GxB2K*y89;p~Q1`RlJ6
zkI`*-wl~k9R+VbJ_~n~TA;eM%TajP!-p2b4?G??{d~8#g9$0k0Ck~RjupRMeu(<7w
zt%<;zMO{ckW9ialWp#+OFTOLsVj^;wZn-#;dHYy+Y(aYgNFsQXgv->M_L5xRU*bj>
zO=%=7B}-Y+QG|=&@o$Zsax^$YLHjk6i9ztS=zPX6b1u79rM4hJ*M6a(-t}DzeP7=U
zBcs)+ILPdg@h?9eS+MDC+Vg@Q>R+)C=%p7+d@fA?@^ZxolNn<^jDK;Qfa6cVSK`2|
zfs2tn82WBe7_kh08+l{`V$aDfRvDa9n+~d6;G>Ne?jht5m%m{DNKZH@bwN~8q-&sO
zJNuZM$jH~lj)#-i{<;|>DR5(fADe32@7YbjULm1QfPT6KY4B~*p}$XkbB14JwXD5~
z-Nx-%e;fUQx`5^?LV|;H)U^ATqS{@4&2=4&&kD_k6B=cRhX<@{cH?ozirGX#gNr~6
zanx<iI^14|{|tLYFjVh>x61?oy^!itcCUMXEaI!Wl_3}oT07?xIe~Ld2bCX!h%4=W
zZL%}1uPtM-BuT+0Qu_jl`>FOk^cbVRVViFpih$NL$52D5z;1sn$>}_gd>(=4Fa^Ut
zkj&h@Wv<w1OX}9BLnEziF3J7^|F@)XV?@iOVE$p<!Xf>I@wkP-g6;PMkv{%nmH5nb
ztWY52lX0tbbe>0{8Yf37F7B4=or#xV?9C@0M8q$?#Z(idV<?=aFRjp5YBE+624lK<
z?$Xik5YIm^pCz8SPE)Kg-}Bx^WNrZ=l-GS}-wa1@hTnk0x<YMP+>~i@nz{EIa&mZP
zptr<xqfLm`Jp5N)1-ok^(rEDNa-Yt+NoC5*%cRR<l0_J`u<m=TCzzu4%-ndu<{|gP
z@7IpGd(SKjGg#eN@43h}amF<B*{%kA3b_xdY^~+H+@eQ$+t<aBkJf1&Seh5@MKRIA
zQKxtz={}J&80^9q@48;iB&GrDJrf#GLiZwf!{b7b@}dg$nM+IWY*cmrU)p7RBg+(r
zI<la=ZeLY)u~JV+_Asi5fbvJHeXn=OP|Z`=8`&vP_Wa$IWflislsxq&)PJ*nCodTX
z<GCmPi@s)iA77`7Mxy3Y8weF>==Dt(?#3xDMjnM<-LiYaQG)T)4+X{hBPP+qo;Zwe
z0S`iltoNH1hWbAvlWaQpBLoBjhUMtc6R0jMD+(j})M&gcUnPxXwkZPZor!4yk=CVc
z|BJe#8bnM{AA1?l<Mg=D-ZR67Ja=$4#tLTVyk3Z-g9;%v2@j(}vLL%1(GCBZJlz<+
zijnLA1krvO&2_MZ@aXm6_@r&1;;j^s!oViUe06qpI>xXlB+s-AdtbjhPINB?(Lc@O
zu4=iD8XFbTdfvv-m2)Mu?#u?DDT2V{0qTHYmi_A0kB>Sy=BsXqyqi~cG`Ex0n6F@E
zkuDQR-KYb6|0}pCk#?0F?#3*-9A^1x*hn3?9O3u=>`1IwaJGea>N=n5va%^Ga2pnU
zKKkG^5VYDU@&IQQ3F`eSBpG&J=AWzGNg50s+~TVJ(jc2@^A8RQTU`k4fn)oxTz-WP
zzh87B=5WID{Jf|k-nseUvNX-Q1SjwH*^5Andzr3P4tJvy7p{m4#ZIi4{ZUk58o$2n
z?WnP<NN8>mgkTaQ3><29TP?2_ZooAc_EcqM;+Q_(XMG*{fXz5yyv(4aEQWhL2wDhn
zu*BH5v*Lk1gZnTzs^ZXWv|Oi;m#g>p7u&%499%}-lhew~L{r1tc1WIF<aKxGHL07L
zBou*Oq^A%hz#$Rob2R!EiX~rKdWxclE{@O?e|i=J3iAO+t*eZzee~H=FFQu+$q$;^
z{vmB>;2Q*ht3n<xB(?q9Xk(^#UeQB0H`v=Ot-aZ%Bt_yew}MPp()PHN$&qAPq>G`5
zU93qt*rJ0fS#1Ty=khT00;p<yd+XgVYql&N<eAk3c-(^^7EG_6tW1-e!24dUbqYy!
z0}p7dG_6?F7Gg4NbP-!139pN`w9=c0roe9$F4UO}*@EWR7~&vcIBIMlP!ag}|H%`T
zX_}aat3)kt!#*4r*#PCe__0yoxo^h3>2Q{5tNOwq-~-C73Chp?(-injZ+~`piu9xc
zRdJI_&fszeltl)>_+_$<R2~~kbLovo<du)1mwQ7l7{}Nc?2K)NldXd>+xLc?WORw5
z6VejIreJEA5y?n~6QNvagWnhZxocH2NGV)=E1dkK8-`c03wgGVTM=+L<3@CRKnW?#
z8szEKzzcIN|2C3NT^J{%cT9$^eEN($rSu#RP77@|dZj&3qJ<GuFPS`)1j5L|O+RVB
z<g=?!c(ECqCedj4?Wdw#<wbNKLvUV1K`=j0Y4X1;6m^+Or4=l2piL$h6zJ-@mBV2A
zJiSGnj<>OSv|H_YL)RQKjWF+VPSmJZd_uimqx0Uu9eEN{TR)b(E!eRf4!9E)Mz9Me
zm_0)s3y1sP?-nfc%-fj&U$}8!AD1G2^Y-J7Dl+Z&Vi&WK4}*!nCwe6)uxk?xVy7b0
z>`Dj^&d`I!a1_Tmm%3{>G(JG0Y~!p5u45=kDKJ$P&btg9b0}z;*)ijTVWvNbib2x2
z)1<MkmY))-8FIF=0?peOlb+pNE2`y)HVer}3HC>luGqfM#&53CZH+FN-d(_hyMlw<
z_vF>X(MjN4CL6k^GcUIwk`<VM1sg9UI-!|I$9clo4xxxI=ngZK?t%b5J>r>Zq=ecH
z-IY^zqjrZRQF4%zYxw=s`jRuD+p8o7j($@XU<zmUV*`0nOnDIxaqK2G<1vt;>!@Zq
z&jGpj6pfxauQ_r}P8n_C9#SH<6?)BG<%LiFXL4n2GILlMbBrnNVq{r@B0PDP)D%ca
z`Wj7DJRA{D-CZ$!-_u`(;DTvwbJSvV15f5(0Hsiqm&}~c*ZHwTPyUfaCI{-SVJ8w>
ze-s-+_w*f{X1Q7!Tv3IZOs~$7DMP*L9nHeZW^IH=#5c2Q<b`*qa|81Ry-MgFc6m%5
z5Htnca-u!A8wAZofUV(JXH%(s$OxO-LZZY|u-N^$h!@+AiD-*A_%`m`F4XvCgsBV;
zbBss(J7}zMYlZ7>oNGm)Q2@A+k`OacUj80r>TbjI!&kI5Kwt7-_sdmr)?!Kxg!B-t
zdjq%ceM1$~uO?RvGcX`3JPT6jRJd?}XM$}*T|W`bGyk(rLn{A!;N#~LCsP{JWu-pJ
zEkfnMd9#rD&T9taT4PM<wA_>3Mk3rPmyJfWM*UU{9AO(6JKk-P)l(zvD&oxKj3NPR
z1BFXfOG;(-g~h<m|4bAc)&p|l&yOw?z7JinZ~Y)NT4?GHj9=bO2Y!x_D45GsQM%hR
zTC%6K9#)}$Ub}rTdKz|YiOt7jiml!t65lBes}LshUc;A9DLKv|?zB#($Rg{uNOJm<
zrQ`_qGsnN;@b>qZ^X@g2>`IFydOD_cF8|8G`f_#mM@-$l3RkdgQT#E>kWT>2u2Fsl
zcgceGv3+QrNKTgA-@V$GJ(5vbq~B!IaB-jy0;}oj&^uy{RjK89y3dQ|QX90$l4d&s
zI@XA;hOuuRzwmijlG|!mCotAIZQ2P*X;#HkRoR*~s&>r%@I__k5EX9Py?21kh+DKM
zX0lykfuQ0oKV#i?jKrCw`o#p4diT9aFE2ohm{+`O8;m{O@(!q4IvN$#cGS3-J_3>w
zUfnm+NI0<d;rDsXL>zX(-1|OOV)sh<h$;gYRbyNq!Pui2buB!Pjy6C7)Tvmd!j4h5
zWU!Fl>|<HB1^d2A(t%_QH!7#m*iv%!G<zktDsFS8xi9s0U22KJ#PVL>K@A<f9UjIw
zeBd>-xsqAXCRJd*0zcKF9c54B{WS_y0q~C*hHc2D_ukK^d(JvXJHGTEf9W?Z*3-43
zLC0T3#<i2zXy?zkd~Fmn=Ku!R7=h?q6833!8@K8t=h(6E^akqZ5gV>?clrv0dW|u%
zZ*De9gvTo?>l73hDtkcMPkm%XjZ_w~JOT2+hk_f_hdpTPQn&ACttn^VmE<0Lf!}#0
z%@}S_I;v1({f<db2*RUbFeRfh%T`{;gkL7OuBKlCTiH2XBbM0jy;IkJGfmDfXUqT`
zx2)$l4(A3JT|*b$S5_HmVG}DXZns|^xSWxvvcuYUZbS_&c1|vM1y&%+R;dz$EKlTb
zjs+#D5?6!s^0yGdQ#8uaR;ko+4yrjg-iv^sUw^%4*z`+-R{?0FBflyr#K!yh`R&dW
z*eUz98zcMI7?0y8J4SAw#=&us>gnue9XMefYeY0mMhFm(5?1ypzKRy@cswsNz_)Eq
z(*z>yHw+=8Vf!=puxX<mfKhG-Xl^AO9NYMHU%#|Y5*D7e1#xMTPO&Lom9{SnZK!Ri
zLp(#I@JXp?ULzH_eQUiBowc*RUY4f~?G@rRST%$37~8?X$JT{X$RIFiO7FWMQ(Bk0
z&x^Ci5`LZZjA%CyVRrA=^QeB~$%_eO2<F@b_`D?CJhcEUBgpyI&vP=L#ezf9e2!t(
zDZgESS9^Mk9WZ|a-QoBt8>amPY*@dV0#@dYRFTJPz97AMu7EgNnk4O>Vhc?R?rtA5
zIt03fEJ+%ucc325<k`cS@U~wW^YbkFOJj+bz);w!Tfk!c=G@0^o$%4DFtQbj+<++a
z$Yb|gu^S#8K&|)i`4U2Md4KkMXx(f~@X;tuX3pE8$mg8Ex?6*<2ZF~YM<~R`lO1e+
zN9~;kIS*GgXcH?8%A3R4xN?RpEu-4<6`NDIJKn}jOj!>jeqVEEb9<U}`!}U-G!R;U
zd!Kv2Wu^Cn40c)lZG9tr3O^c<|99lfp}UcDA6E#WKZ!|?MO_hgOh)D}{;^@dgD0Sm
z!C(Q@8{73B8k~Z;3guKq1zD$vYr30Zn-Pa;4)wgpo)Tm4YT$oxJ)R}97NV8_tOE^9
z(U>JY9L<!ie;&LhII_U6O%V98Ee}6;WzSYj7?W!a<@^{1uOT8ApdU@*!d5r(tgJs@
zlci)EWOrHu_wFk=v8mnr8MWTXV#YEd%|+br@|(XOjSqp4`Ej>SEhmShkl{i^@W5ta
zcI6TwLnX}g9|s|lVOwZVRK+5(ra)<rD#WWTL>4eRH;`{}U?+QsFuEo}IT1j&F^?|#
z>K!TotoQ&^E|II`;tKEx#=*x|*+WToI)TMF`O8%PGkafI<DN)-93Qr=3MFX~#c!#u
z(DNDPL*dl9S-Y_bO|3Gc2!^_o+0O4b&O{~qFfa3$A8`Q%`!>_G?bFTRo;X4^y$29S
z7&!){5Hway8R!}M3d>%iHInguiq6PpUoP5m{?_O*02X;45AMNeqd>lF4jMcJ8?EAW
zc}NTG=hhW^5KZ2xS#)XKZlLRGY%UDN^bo=9z_~0@xV4@jHq(W}P_IwjIW_ZAq^lCQ
z@<o)Ct)g=x{31c_%|+|C;sUUa8Z~hWRFxH&IiHDT&TFPnB)&?Goje|Md4w!%6|ny^
z(Uqi=A9fVF$?FD{fhu<Pjm7)(ppDqdC8sIkc6hCx>QN|44v)9VA0$3t9gl~)B4~MA
z2mluF70Cz_chwY)8b5!fyh!djJyEdjNVtCg^YE={od-@-1dK&W`FQ>SzxSF7OP~ve
z1H-L>o~<(Zt<~lLa6E)r%i@KvhXz*9<fd5M^~3~3AtS*$LDtnq;)3{$D5VizUWjSs
zlRi~p5acJ<Y3wQlLl~unf>Q6@Ao)eLn-SrgX`b^yQ+QBRyM2NG2jWzatsQE!>r+^b
z@n&WKBB$7M-WoSQZEVyF^f0k7a6J!1*h-Vi3;smuas7Rwr<SP_t(ycFou2h57OkXv
z7B+N@BbA)q%02jTPt0-?SiZsPH%^6JSP<|bYU`h#EwcrL<=IT|1Nti}sb1czooQ+<
zbj@#A00@ncK`6^@9tem33@Y1YK@3GUa8q4V#6+1#o*poV^aYa#ifS;Imo|L$9cD#}
zOnb}NL!^oAi&tX1Sg`kv;vo+syNd#LzD0ekSzUMm2VXAZrh4R$$YRx{7Q*67-ui}>
zXOXR7VuM2MW&b9ca;;DUrHbIwJ~GQQGIRJb>kzsHHOzwg*u&LLDme;CjCB0m;@s(>
z;yALHu5d(<pFR(rZ-+1H9N7c=;j7>9&%%NQiDfMhcpwtM^wY6BgAtxrT)Uf?c}&+&
z{h#G^#TrEwT6b8A{>#9wN=6e)j+s-?8vCNoYV>7GswG)!_UkvUlxNeB1cITjTdulP
zke|<kZV9T(IbSUbM<t@wCUX0HCND!OTxj6ByL?E4c`}?9nd8T~AJ-V)btsQLr5}ML
z%6UMX=_gI!?q#=T)}Y1i)vNbNp;ijBgpec;`5Y)|;138~RfzH9<r!1gj&qtT_w+Z=
zrYI;EByhd9u{Puq$wqZMQceUBuZX#kIFLA3U!cL>Q{h*;<+^9i^n54k^)Y~aM>_!w
zV1&8qMl7RY_*SDlare(Wo&sC20b(NwhFAoGLPHM-?CL%*m2LeQ_}Ou+hAemT;1(ci
zhf;<YE6i>X%GpjK5NfNmy&6WGoXS!thvC|p;vh1-me2Vr)wEy#cj5u<)()=r5o1;b
zVTkxCj*nnQhiyq+6ZcNRZ4~oPF-ZKDZ(z!kGMf($KR;mY116D;cTDeiyP@7T8mrZk
zIYboUKa-B}gt;V_vB8L{lY{8;;S^7!mcoxfvh|YpqZ_u5uJ<eOQ*EX}@Atb<-3i1@
zIsC?wodu#+_n(QEl`4t2`dVcU36yzHr)n;`-x?nRhu2Qg6$p2DbrwqvJVjVkvHZIV
zzg8603TFN7P!9bSS4qJpJ4VyrE_KF(EO!5Al5H>Lz<YD$6##oRnaTwr-fE-idHK@2
zs;5S=(YE~jzUJ0!<wLj;FdX)8&m6OWxx@9?;TQKaANBSce?Q&mo|kAXXlB>QNl(s?
zCk$Vx;#4Tm69GmX70}xpW7^68;b)G)&38CN#Pe#CS1iTSNTH88U0gvBm}=X~W*0Po
zcS$0lr-+5|;D7H!d11jet}?)KNnAV1sya@RSfhmoo7$Kc4Z|>|KmIR2a-aR$4AWgp
zPd7b<x%tCm0)vCS@|gL6HmSui^tGA1{4r$($1;{`zQx^hA5Ndmz^&1f-zIgIkD-=R
z$duqfBR=S|70B&}J(&Mtchb6F*xc`(H`dN>HBgy(iIVeg$WanSOccCu_5StPs<U>g
zYDDIYC=j>1O@+w61sw)355?dKh29rKLL#QMR&djhGKpTWAyPGpNmAL3PuT`okfm;3
zocOFMi&pYuE}5XC&gX}dJO84hD@=ifZL<@Q)tM5zI#WnQ!^asmqHxIbPM9v+dG*>Y
z5LkSsThpG`7STk8$+K<VBX$1cq=EeLf8neP>d-U+Y^ALbi@$bC2wC#)>^IUvoGDY5
zK~ubF6G#lC7An?HPyb+~D8O@FzEv>yqlUmVvNiffgY`7I-o#}*f>(}aH-J|EoqMn2
zZ;Pi@R)~y|lM^(WJCH2~QC~=wN+94|s{b61aoBO7=yDV;%(kGZf&FOQWfU3U0HRkV
z(%5>@O&Em9D7M-JjNH?~4|SGcK@0vI;iw7F=KF~p(Yc`|7HX~qobD%Z2&CI`-cCgr
zt;8z3c(jp^j)I|oUd^*CV0i7FTWx=)RB`d+lP8C-?|t}9Kv>ZfoUku$Uhh~*vj_n!
zyu$bpPYIH$vi*<fo6}TnE2pK;MH4`uomJQBt4eBep7HAi=RU;t*$zp^hG?Ef_42N5
z{^}@S(jItamNhxZJXI>TSPjeD-Zll<1bB(Njf;xHmrt*U)ckz#A<8QIdf?3Vx?M>#
z?RLEHIKRqkZZcdPL|ooS0?crAEG}UFiuWHDFc{kDXTQHAy!*(u8V``Xc=NRD=LC_3
zbhh>B^QF=<TZ@|`raM-TIIi@RV9%`tnJ^J9!@Z{FY4&}Q9sVf$4}qQ@fL$Ze;SjSi
z3BxK;u-N!IgQzL(_|HV;gNb+n3=M^B3Egx?Udg$cec`k9M!V7NWXCz%`q9K=k<&gC
zdkNAz5yVg+n4dJ?OU#0ZmYhx<;EckmMHpGwp~ym4s&6M7&?)?o&WC{m!sgcbpk~_&
z?&4yOZ1TZAktu}N;NzY3Z(V%mn{GCx{)EFtYJGlr+Ialh;5%+}TGg$qub1gz6n0!T
z??^2-O{pV`V9W+@Er>oze+Y}ig_4qOY6}n|9K7i*A&!O!LGEDzm~FZmOtNK|z4h0Q
zFCa6Xga6O3B6iw?|Gn~cXU;fzb$FTjK`QNB^SSQ@JHXKy&7KY=`D_X(I?O;uNSo>_
z&@CVONH&-@wjEz3!*~^<!Kb7mxc<N|XP^CKAGT@#EF?dyGH|Z?Gvi7ax*FnY5pmC1
zNG;w>?gnxQR78cWy%-KC@SU=8kWeM;Q82%)jK?elw(&B7aDD9I+5%BHf{d=4NV0%m
zasztVS6W;{yS5exLHleSpb)FmlEdH*<__Ia<M|0y|3v~h<pCs9#XMWgN`N}Du4UFa
z>TblpIi%HV-{{ZQoiNiP$hKt-^B{9mwtT9wru(Xq`J>RO-jjyAyH8f=bcSpO`hVfL
zkUEzZ0WV}$wBwsJYSSl{AXRerSTI$j1shQfWz8!z#k~^q4&`l!D0F>oo|1__IEQt(
z+Aqt>x)ApQ80-5NdkgVQ)eYN&o7TOGDUPT2`eeIPNm|u7IEl~x%T}wAFs$kRMvJy<
zFUQ*ZimO#t8!_BeY6r8|Sw?pGqaWfeBAf5*sN;smhdNd#!2qodV8Bv9UBvv4IGM;i
zII4k9rx-p@CqRf_@Abh^d{`$j<o^#O%ssEy{RH*xCmaj2LiMtPquc%%PI_;;_K@59
zKZfo1eISr(Qga9T-q|Xrt4}sND2NxyLJ>KFIAG95zJP*m$$a%}y{3wA#`x-Dt!lz1
zUET*lpTf+J_zadyy_uM{N7OwECm$<JZ^8Got6G$KT=T>cF7q4-W|f_7h0^I`5zTwl
zp^ul#jI=<^>RoOJL4-4Za({z&R9gK;zdp6?htP1-l%ugUSBmN5h0G?iAlkt(yZ2Uh
zm;t8PLJtcsTRk}Y>XjG<@r7q=ibLFOnk?MI>7M0%rEc<yLjjSyN37A##Dp;bmgg!{
zZ`#^Eb8Tt1BW!!*vhDWpKd!Ew*>LlEz^pX<+LNB-x^}!bAzP$#cW%VYiVOonkhn%b
z{%l`V`pXRZ0Y0~IPj3ZhgiL{lq|m~Wp5&|;a^Iq^><ACxBG)9+mjEhoSBj}CJPr&w
z;U()3xVg3tmjdqmkNZ+M?iv~jZ<}ludT708+e%K~&upY6$F5%qB~BW$-Mr0u;C)x2
z$wb!%C^Dzw`>ua|a94)3Gu-a>!N2V<E?mWYr}eAY4)dk${_$Yg1~h=Vps_1weh4^G
zxjc3}3jaFbaKy#xKe~2sr?2erIo*MeC-RdtD)noXD_C%g+i;vwxn;+#5t`hNg*~Kp
z#o<zfLTtH!rQy-8BzyA;It0$ig>(u3VxOJu3(0`#7L=uD1JF%q9~6F<D{6#MrogcR
z;XWr?gg%DKZN~zo{-fczRWfgxgRdcvZ;y*f%czoIC-kIy<XR#5d3HWbJ0n5_MOzS5
z&e1`8@}<U`SrFgq+Q7$6Vdy+7>~vpP@cwN_hBv&gTy<{rwu_%oDyo?F+}r<c^HgH{
z<`9XaQZ)`V4>u9PUEb5IXztWNNctQ%^URk+aVLJU`>Fc6+xi_Pj9+h%-U`4!He17n
z5xcAEYGs{vV+SkhD^+90R|6qV{$pi4#jc_tlv5+f^zSP3()%+x1RB+^ycONds^h_o
z44Ghi;Lf9)dQ(=F$x|SZsbkV@z{t3g0<LNc!V`nWfT7y^aTWD4G}~@$6G(i@D(1)B
z=d1?^`HTCKP@#Bho%+=s+Hut~;OzpQ+f<j_b*7iVnVE&WrLYjlQ|&Cb*E_lJko6sX
z(n*EZU;Za1@JMIuaqV%bmpH|?M!~^QWf%`$lw;Rd|G5QincJa^c8x^WyOf7{$?or?
z5-7jlyI(%ttmw|+3+mgg9Yl`I*W?mN6+-GbxQVMA)r?;ee?HZG_Ym^*_L);5B*51P
z$oOCioRG#IkrQa*Qt#@Ed)%I1Ia`jg`+f6x&*@_VC(oZ2E(_09{;496=GE;42<_bP
zZvSp#Dxw5aDIjFC#~4;@+~dR`(vmLX{F!gBEpr*nyh7$B(J#v!waL}oKV|~9P`~3Y
zJf0ryFGx7hee^GbKMPVk#auuJSW@`9G}9+tY5o-9o3sCjH+^3)tL5J*!0cbYH|%fd
zfr8klR~~;}vwqU|=GOko&9I!6vVG5I_g-@g|L2>9u#gul^*1Bfii|A<YLuIYtNTTb
zt_BP@yFu=$coTCh7*<20z`ShKehscc+wu#_;opKy@=rggwe<>>dLzPi1AKF(PDP;s
z6Bhr9cDHW+ZO^>vS1*@L-;Rd0jvF+QfewYW6F0xBfA7fu?XSg}zn8wR_juiT>d)zS
zw$~1YrFgtJzwzcxiwAsRM&%QiR4;trm4k22)z*r5e$U{l;#e_Re|9MP>Y19wYC-Oy
zYm3!KKkoP6MU`r1v`Q8}j?j{N0~f#h`wwEtIaMJdeE<{lC(Qw8EAm**ltk}GMsgtJ
zw9-MRQ!jfm5{e>OYL*jL-wRE5nAeFbl+6|6<m}65KE26k)8fKY{?xqo!D3GNIA#|$
zPf~_r*_7Qr5b}Q}r}0WzGTD%MOg!!WBhJQNUoGLKRU+f!Nf3#E1nu}Mw<w;;)$(Mo
zh~bDA(os^>k+c7%JXq;D^zV^_cHKQIGmP__B5(d@GIh4a)anf<UWf@3G&la-Hojzq
zIQ{koGE`n*T}ZRdaUh3eK1W0D^o%wbA$v+p!ZIYS5*`ZQdlIv6^@x#H^1q~R-OV~c
zvsV>gHI-J|QM%wgHl>gGA~!Z-^WznAP9h)%2lm+EiaW`t$*(2Tl#f*pkVj8<I5R5S
z0uwWrSgHJ^eJO#3%g1|-T#qL*y&OLp7@GJ186J+Be9Rw=TX=ScVMUKmA)c$Rv>^ny
zuOzBCfNAN;Yo1kn{~u}d{twZBhn^Q-|F2zL=3nc$U5BsCIt)tgK7Dn^G-$E}OP3|l
zUy9hZ-q>cX)e%Sbs9Bo`>IkYjC1)^rvPcekyp$IMFc%DqxdtNn9MAk?+*gOID#*wS
z>ookK`TIW7`Lw&}zDVy_5x-rlZ5e8iVs?&AhY1DIGoHgiW8j(RU|TJweGW&r9hr`E
z>Fdi-UehUJdB-blrP>Xed8`c%*yFrDj*>jh2`{}qyGv}b*KKic>rb1UH(P$#*i5@F
z9ctWt=&_9}2`neNr)f*F;1;3K4Y}~V;WVM>Ga~Z^I2>Uq%x&nH1E2CZ@-9m(N57q%
z8j>A&Str}~YYVQo@7KFHj7pXzeTQ18=ok-)N#uXM8GnLH>U&!wlD&m^yd0H|B2Vkm
zQHeAA0<y*V@?_JDQbgJ{>edDxpt<c$?z}7Gvt9RIIxEx_w-s+gEa8cgiW~9A4E_Q5
zcUjVo;iv-zIBzz@uGq0a<Lz>?&f9=$;5{is2CV1V(zhM#^2{uh>+*qK2M#uu7XH5a
z#Egf|MHKrWCLSvP&*Z~k4_GYm%_eFw3ULnfv>|(B0!W&UYJDM}Iv-j;`1{@M%KDb5
zp_IlJjV}^Gr1I6AV|#_Wo1)L#9$z>^8QCP_8P+uWl)kniXhrnQ|4iV+kFFjUg(5`B
z`(`@ov19o9Y*zdyo(6h>h)axYq?+Frq?K}YVkZa*gLfub)nvC!C5zmLY}A1f;<H<L
z$>rKrxP^fQq6)vK&&RvvHTnQ#v|*?0lYVnk9m4w5f#ix&s=Kv;Uqejahb>0Kortz*
ztk)=P3w;oDJ9`0M@xrEKDtKNx&y2heXAmG1Cw=z_5r=c={17{{U(~*bsqw)eXF1OC
zW}#c|pP9#d${HCZ+S@bxlG|?cQZ+Gm=|(qrjD+0iv*|%XvO8IlN=&8C`)uryN&;;z
z>z#DHPIn_~<!{{+?%{UMX0-1`rc*dBD_%H6%<1EUG=U=E^g5y*KdX6-z9h`TS1B7_
zw~gYSV#GBXe-7AjQ_^RLbfOVP7!JFv$M58Q+$mbz`pd8aivjmq=|UA~_YD}V7UPpS
z9d0-?6uKih>q)IhczlA|bc^R>aU^N`@JS?n%S(;tS)V^qF9PEOzq9LKM?!?1WXSdJ
z_F5Qa8bo<2^xT&f?_}7R-dNA<umxHwa?KdEP5W?o-{FWH?@2}dMIEqbq$xgJh(q5*
zJ0tzco04o?qr?(QOxqP%ACj*XeBmf$YpTVK9pKMDs^xdfl?gM_bzmf8d9t27O|Qg7
zH7LT#jqTP`u#LEwl=}KJW%Y_Roudsw;vgQHvLPPEJOI)Ulq*ko8?=X)?#aU_O^~8H
zPkxxuaHEEArYYYFMCC?~)U%W}l`;E0VAzYovjM{c5PzG572-)gf5O;2q%A)wQ^d08
zyszxb3?+5UPad!OoGO$JT95jWd|KB3Dn0)L5=k<ae|<|Rq6ZAT1lhi@mrkK8=@=C7
zc=MQHBvoES?srBM8p*1`aDjVlTZ>|46Y&am`-fB`DiR$}ej^doOS0Hx{Z`V|7C}R9
zlxkm0gu4@FZ)BnXh&Wl#`pohP4gD$Jo#mtP-nf;AeCGYA+lk@Up~X<*o%G;iEr>{0
zr4pZ*D~~}9Bi4JNInmy)UU6pzdv`f!nhbJmqcgf3o^FIs@B4c#RAWJ7lvKpxyejMN
zwBOAMmv{uCMqQO&-=^Xlki-w4Mn(K32>AZDMypf#)0EuecYNdVM+BH&rxa&4<roz?
z5m-g!m|COTno%?F+r|P5f<U-^{dwb`uHReO?gDLFZsHZ=htMm92i56V->#R^p=gpr
zQ~?MIqJO+KGJaBB)j2Hy`8c#O#?ReS=yNF4vr20p1OHj@`TCQ}vdI^XIJ8PCrNkd7
z;mO}+;Mnb4=^#ptM`O`g#jLaA3Ozmb=ThR8{c$%=%b1yTQATC&`6hSTa<<q>L}A>~
zoe>cvaD4aPMm?WgOaTw)de4C6s?n7)#Xo^Z|2|8_6Gy!^;L<aObK!3rvd+5alKfqe
zK0Z|Q?3%i1AL&A7dI2hKlcGwt8oM_trc99CT*`s`5ILwGkm1tSYl%~op=daG5Y0H6
z0)7|b@Z5I+^1Z$k8G|+|DZS@{{~nlf2TxTsQHMzmIV@=APZ<2f)4=ptMBe=)Rqlmb
z0?O>A@HD`J^kdtbb*niQV?P8Jmuo{j+l?4;>2#VWYvCZ9Vy9E_+P;Zu`68PGrqpf>
z7Smxb%Zc*-3|HqIMJ31a?{NEaW_R+r3Xn@ZzY&z|-M>`LZzqbWwm#^p;^78YhcwKg
zFvU%tfUy>mp4zKk)GZxpl8vTk+73<I`1sz?EZ&922M#DTf>fVZ@mtjfWvMQJ{z&g%
zGFtKvJ+M<=SvBmGmVM^a?Nf>o!cA#>W9s64M20T{xcwb@depqIq_iKSl!BZFuHlYG
zC;Uj2{uEXWd1u&ZMi5YubXz;Y;KcF{bHbd159_K*?F5g}i?{L{JYB~Tk>ia-@9vL#
zBRR}YfRiV`reJr2#KU(zENu`)efQ7hJ8?IB*bC9|K;E!b-{_%us!KQN=pZr1CRpU%
zC(7Td*sChLYvt=K&RutxhzuI?q~iv5ic)=4`3;49MwMKWOEHxek!xJxaL$aB6L$n%
z>acMT+nuWo)mx*EYuu+Nhkxd?G}~)+j6TVevWlWo`DpGu(6*gf#C#FxHSm|~hVh!*
z*9?Mv`7<NLLP3NOe)!76_AS*UdmBc{{N7$WMjk&dE3fNI;XO{p^16?n><N@OS3tJf
zdS)0CdJLuJIOWvHlxLcSB3=k~RwWg4LNrs^)vgT(sFO|YT4IXc9D?u}7$>aAhtkD&
zV=#PPkLb&n<}Y<G><D@>(f4n3u_%@*^H<856Z@pAxD$J=$8-(g3a~!5@#Kfd<uAAu
zM6t*sX`R;#*9M}+xf;V!Ct*l;&xjRlC<!pnuk6OwKY<OB+ef0KqYsZBQonAlR4N&L
zg<Iq-88)YnPt{lH#5;*gFLrQm&+f$P(1pd0x|rmJj2GEo0o3gSV=iO^e$sI+tPTT*
zPj&C;qxClA`j_84$u$&DUk=OWH`g~d^E$=v=yJK5rSX|xH~8m3r&y#XM-v`G12n1{
z_y&|NJn3PBLp{Phpsu8<_wUn9WXHSoyHS5)sJDmS)yW4&h86fgDpww@jZbsfxZM40
zK%YJsU?i6=a@<8<yw5U}ykpP-XB(fk*VK@o9*i8n-99+lOh0>9Hi;cI{l0yMzJiNk
zl*oQDHwV1hIF(i;ufH{Hd8peSIt{a?%Pe61h2xFxwaqkzOXzmMFeqs|BfseF5Y>v1
zUrotpR|*nXLJ05Ue$;!oy#nAIWGP6L4H|{9X@}tBFS?%h$4_eN9D6m+xeju@{1PzY
z9<$@w!BM3DN8k4>vshfz1MG}lsJ~4(zrEzz@s9*FwvmPt?UdN!o&}wH0DBV^H;CCk
zBMLimy!JyfPo1V#qhn-^33m@{zU%uB;QY|p8HPY4UjysAWE|H;Iu#F756;{foE)WN
zXFGcT&h*sXNNbG)yF(H)Y99CRN5;L_i`4>)Rl_Xo*J!Ng?bdIViSidX`*P<D?0+VS
za*u9A=?Z}yCp=y&IoQ=ytU+kFi{dK2*f?I%R}6o_+=Epjj?~wP^Hh$*N&6)cpP1Rx
z$1n{)cJv=hXllZB3<@crw0-W>|D)*a<C$LnKQ86OMAA^CQmt&7Izm#yq}YtvjhoF)
zI_cP$n~qiZ>PE(CO42rmkg<C<(l#tqq?_qRyCEChkYbC@DN-Dr-+ur4YY&g>aec1q
zeZ5}Kr_>$f{lTqSVl{w%J#)C$O7ZsLO_d~FGuLq>mBXdT@!4B;o?DSybxByLAw(5o
zh3~Q_<L@ilP-8!9%ZD<oBUPJORkS~1<Z^WZvsdKPQwE+{C-hWxV0$SUOMbp17L);C
zP|9}GifP#*KSQ{@R2qRcAQ?tp3|?9Fdy3yDv#Y$Uj|3}>0G`7fjycn!6%x#Y<~&qh
zpuyq15dc5QO6}9<Rw}G%Togh>PF9|(*a+<kDJHGs=Tp*^IEMrTy;0z8w17dOARab`
zmqo9DI|=hRhg{a@$EP+(Mg+rk;?|)(n6x^vm;K5avGz$LIo!MIRP!fv;*|ZmZwySt
zX>RgYbOOHtHjT5NkH0Ty6Mc?UuMLrcWvRpFxdrcy90iJJ71u`2MZI-BxYXUz@;6)#
zA<8#Q;Z)28!>+#<sn3VQr@it>xy-6oR=yq5y_CtZ_R)09tKRk}mry}SU-g9V#%&-7
z#Y*i7og|;OEU{yFUY=78NQ@{v%w?G_#p=M1P=eS6k`>mn_-C5YUqok?a|Gu2jR*ZQ
zO72|W3t?d6-@r*JSMbosa`a0_w^Tz?xy~xm6P!}6BXZdQa-p(i9J!)cP?;6D0bcd>
z49?20?DekD+k_FdgRiBrkB6AWo_3n!(h7dWBGbLn(8~SiSgo-lc~Ms(M}G&|dPV+V
zXipla!M<pof~$1Q$CW~!j`n^Rx`w29-nhU!c|)JO;P<+vU%c7$<00^o2L9vhz5A*1
z()Xj?pCb=x`Xq!I`)?447CCt3y&8N>z#T{t3W!mKl)X{<xZvR6{j*JSLXH;eyHNi^
zpg(FL5y4(NH}CWdr|xWx(jdZH+jMS5H8-*^_*e3yb(kgwb5l;+E@&TTmkzmBqv_AB
zj#L)Xj0R)Ad=zOF?3QFlJ82{b67`dMynst^3nB{^n2pfC9dgH(pqS_NBCTW8q#!b(
z*KYO`TGI21Sct|+=D<X@2thQfxA|vR;o@jGMB^?+qEt`qupV@exZofX4<XDd1ZZ(I
zeEmnIpsx#FQ6)&4pGx{d+Z(r2QW#nG>;8-t*1gAmdw68_pBqg-H^m0SCyW8uJKvML
zYwq09M4w6&-Wj<mI7OOr9R>Cq9rN5OAQn4!n6XOCZ5173S)^{5K)TJPcgpRj1cSxC
zDU+M{h%jHGVjViZ`Q!wOt3s`bMD<^-NIW9%#Q|%`oev<@^)b8!Z%8aY7DmEFVn<;K
z{{tNyzwAwmvI|!-)M!<yW~b@0ocJAuTP#*BA|QnNhSB5R1IZvpE4wq1aMhuF%$ZE&
zA)xttSnm&fEy=CHP6p$?K9i!Z;V1IDR%?V^^HY`F+!{}@C)SWAppmu<9Fe3a!Is{$
z`$EHkT8JG?5#`j;e4?mygtmk4mNIAM7vgnEnDpV?*o=#2n`;L?6D16GxkXOu0giKT
zy@yIHUS%(y*5-ZfS3911JVARFnL}bO5pcnnvkR1M?y93ZU*c4_geb=1<w(t4SXCj5
zm^^Vusl4Vkbf9zGDI?NLGEHl9wOP2bbuJ|uUde6*u$%N1f5CO}ZqHfYs`I%C#8l!0
zt71d6O;fTQuUA9~*I+eXh)-VV^5Jxr%=kQ!Z^pZs%2Bh8dqZs+brX4LE#Oyjn?bKY
z5uMI*9&PYTk0cOH|0F0v2tqcClL4^uELWjX{m_fkvPQjrhe$JLU*-5Nq3y-M!O=VV
zde(h>?Tx(Y#gt%7fv~FPEe$sm>GOqXl;!Zz=&{IS-&EP{F+@o9s*%|GyBNq{P+IXM
z*uCi`)}?PC+SOxxZ^<qVhdMHSoU==fc`3pHXE2)^O~+Szs#g1Ib?E|WN0`*K?5hz`
zW^V|^g40%NDd)ey%6L<6k|FLbUz|ElUC4GY(|t}Gfx2Tv$f(^Drg#5T`Y;#Dw9|7L
z1T{ktzbu9F4a-!=QRy7Z+rdH4Tt4VBS#mnd&LVVb{s#F$C$suIV0iupQTZ}j#;Z!w
zxFC`^E^C=>h8~Z-Zq5Jv!dJ>6fYVb;U*?d`PC!x<rZF%e%LrMSaw63*2bg8g_LI;<
zsIOvQo{~9z(?48AcUP*G5R?RcBkJq(PHu1h#@<vC=hR2R29Vb(wMTF1elUTO$}=W_
zbGd@5<PR~Karj1zK#&#Ib!cKY8SHtLKmu<de~Ht(FKR4#XKOSn|HFC*HPkW7oYH2m
z%3xW-)cryVw3E&Uhjn~v?|;{3e6r=%ke`?5^K9-uU32oXX3wmb)Js#r0XchifAyS&
z-bzKr!yUpD#Nmbg$YjtKbx-yG1d8pIIb`EKNH;Ur><|%+Is64eglu99G8%P!ZqCDv
zsUnc&B!vS?v4jm$v#+`0%R^WEJ!1>e+sIcCHV}JyCFXWSVDlcU1Ip_Ob4c_CYgX{!
zYYHNWO0<BX={u4d2%BCl%BfbYj4cLIl49WoRdh#%XiD!|$R*%vG)|gifKfoTkJ33%
zr-NqPpvWiZ?1De2pG~jbmD~g_GYqc-+&ZMYWZc|vh+qk$BRWL0_QDv4B4cVr&6a7~
z8aPTl5Kb>pz)UN0!uufnvqJHt8a?EVJ8Eb?HXe;ctutO+^wd__Ko4EJJX|bz-+hx@
z;lvgZ&CGAH(y!^cT9FWE_p3Ek&AQ5WjUo1Vlq=#gzI6Ug=Gg<0zHz%2(-+TbYwmxH
z<6{nY^<T#ZP4b0N!UAd}rd^`iUL!ZAoTuQqHKfXvl-3PXm=qMsJo9b>@N(%*)lhy!
zrnk|-+1Rv@Th+%=7z?%QIBa4B7ONhNzKb{#((7s>7}7hY2|^Fe2`r+(_twn|s)O7p
zt2zECUH5$8@2`WdU^>DVrZy%`K;0c+iEcYvg})CdM^^)apzfS4>;w2n<bHKi*X*31
zd*LDrw+VsjN01VZcOXB%v+4?eg6_|bqH>_k0%vzt_zup)YE%g2;Z>vhH8m+8DG1~#
zb;2~(`#K{q5xtWfy|lj(I%xQXr_QEKzf5%`$@}e|ze5$*-cb^q(+jwqWfW`8;wm|T
zN7U0ji($S*`j}&E`06+D(LwG)W(`MtNqR6v3tI=Ac8sdV3&2rdFrOG*v9r@q!^I~H
zLYX1erowaqQbi*fj{x26x)kbK93$A$=u;8$$>2?xD9!$zXquwvX1tU2`M2rdB`v2_
zUc4)9$c^Jmnzq-Th9ulA5<TJlW~e|fz9<IcPt;Zwu~;#SV*>37Bkr(?NIGLbwe+{P
zXNNmMu(+}sRVR*Tet;0wqtPm%&^Qp*v^>MC_MF?QCw{mBN_FM)C=X<BcOImRK%sDX
zd5W(b)M|J#zrHD+RFX~hu<D|DxsY7!A~biScs66@sxZ0oUh=_l##P^TWXJrZ5L>bS
zo1VDopuujZ%URv0eSj17RV=AXvh`-x2Z$p&4BUodmtW7zKHK`?>yYAsRu}(VFtp)>
z2AM3yNWRdqlG{gH+m0ZJ9KRi}PE_fRgsNz#dX8q6*h4T0{Y3N3gB!Bt`kK(>Fu~3u
z0{QB3Xd3}f0vd#T%4(MnC}xc3jC=k28>!MeLnxi*OW$Az|M&KiATMXi@=ZV7orw1j
zeyOTB-aE-h`q`Xh4pKcAy%_ID&WlpIs|I!LZOFMKwPbM>w;J<uTi&H4#rb;0rV}q2
z=z@9UpS!|*n0`i=&jMuCFSVz|wGFS6R`SI)8+%5tsnBmi&CJCGLa%n3a7BBYVD0o4
zsaKkyP}8cLl|BVkOvwjhvQ{evf6r}w+F2acJBcBUby-;j|8`#pQLH#XK24fO;+`{~
zt31Ey@_S^mYq*NvC&8PV8|&)N5T>&!UUsMDRdP2dhh`Yf^L_-SxyoH%sMU*&S@+|v
za?<K6>&9%A0xaq7cq$>e59&_aU2KX6pjXS|bT`CLL`^d8$>rXPA>5~*k*d8>G3NX&
z5&s?)v7dTN&+ATqnx8P|FCpWfkQcd(?d6OVB2*ekK8|Tg;G<3P>DMX}(Z)N2i?M*P
z)8*jTTCE+r_G4C?hr(5S)uWu}w%qdtcJC|$5*%#GOtxZqAsQloE-(<kRDQdGx&I!@
zCGHDgik=S9^hca2eV|jbTRL$V8K7K)Xx;}a`Rz)##HUEdX~*I~$ga<rR>#cx52I;K
z>eB$@e7F39P!;YJgy_KNu0@S6gJ(^s6K0^Qe8LkC;;S6ykP0{}m`cPnCLWB0B73h;
zSN1@`3j&CZys)$PiZ_kvYfPZWf4hc*@rc4){3&LmpjNt5^h@O%L6BEy2sd|lC~Caa
zr~Z6GR=CK@y9jT9L>|<w;;fPs&e2)28*rzH_hgHZ^BxPY<`GHPKYNT@I|u~&kf2*?
zZa2&L8G5Jmg{*_By&&J>L(vx=k4&HLI>;r?V5Q8yc#&j|pEM(<;B=b=#xL<hKpAH@
ziQoGt`P==~81Km=?}>4~6AsPd%}Y2_5j`7;*PVF#EI4ScB3Z53hlx?KBr3EQ;`5fG
zs%wRtn}XdKR}UJ*?ozD&M0xEgs`oR(X@CwfpNF)3Dx3<_UBzr`{X$pTroN0ojjlCB
zN3u_GXiOx`*14hS_`a}dV;jA5EhZ)o2Xb`e1|yz}l8b=!`qFarm?HuS))&gg{yOT?
zhSF+`ajeyZPJK0Hi0K5cp%^bslKxdxXz(HLURN@c06-TwCd;&BKQP%G4h!mkOkw*P
z-pL_YVPymqOFsB)AJ{dWHH$m&7c5u)I=$+OwP_273)W2r!dDxEf=~R8kU8Au^!m47
zJ_F~nr(dcDjE9WaM%O4EjW0O)ZFIP;GGCf!!DFYtjHxIe@8Jrm`lG!v%7+mRuBTQ#
zjihu&-}%?$V^+O=f5W#A@qFVy=9GfK87wNO?<ih(R({EDKBIw8^qj4T9!50d4!@q3
z$`y8_;M7#tHSysS&#T^K9vhC0CI?*+3d@Z%f?>*uH~6oi6k+O>VEIQR{EIf{ltSVu
z+k^=UI=AY3G<46$rU?H_{pYTUejGmB7t$9WN~q8xEa`n!MvcNvku`X>`~1Z)`Sy5B
zL|vhv&1eZOE(!OU@Y@105O=1VY?0NSTSJ<%KJpLXT;nS2W7{#ad@s8g<LJDeQL!xa
z-x`-a$EZakWD;?;iyMrt>V6x<f&eBHTgTIj20;MVEY55>N&>O#%f<-4sfDNXq>ahD
z{IEKsNb%Rh%5^lxfnuPzRw}Pp7$yp{S&WsVyTGfiOb;^W|0Qkt{+*z2mbq>7(Kc>k
z@zF6yeO|O1nj)j_AaFxrFk&#_>dx*SI_)7b8mkMFk8R3I+bPN}`0JbR^6>n~|GB-M
z*DYk;KlIDbo3E_%Ml+kw=?hGkg&vEL{|<lIjzvd`>q{@K0AItP&iA`IXZUN-(|*3M
zDSbX;#y8lqueUz6+A|%A(7@Td0n<oVexN=e>FW`!2I+-}CwJ5H)HBdx?L4Y~AgWIH
zly%7E!+H1;`bSQ>;~#~g_ahH|0UN-+8@SmA<Rl@b<;%rO$-#2!`M%#J<H$PJM!laz
z-nI^E<lbY2roEp*X;rwD)uG&}%zR&^)a=)Rh3a#Q*P*@rm<H|!^w72uze7xsMEXHa
zO~-XEhPHVd#BuA>Z|Y2iBJfe=?*17ta<__cLYge?7GhOCy`T5zLN+bXvhO6&K$4B^
z+b?mjS5N%KV11nGS~x-Pw-%X&s}Jb1mx2ex-E<!wWa8zhb=x0{UH^nWvNweDw^RzV
z)pH<;ebD20m_1weG6&J_7xF48z|Ln8+wbb$UZL-~*%<IOtf{?<Rt1^x?E$-0<v(2C
z5JXLB%w=PCFa37u8{Kwo2)o^ehg1HTN<K5S(&^u;wgGzz4n8pb_3gD9b%i8RoEY~^
ztoxnpNyj2z;wSlhVwuLuEn5VAI0<&GI?H<C!O%n>P&76QEg2P#LiwXaepcYbQJ;LZ
zvpHqvvdiv(l`H*s`$ud)dTr&_TVsu{AI&GI#CM>wg!!tVgSrp-4{uEJ&y5oOuj_J>
z7#(FqoyD?fPmSc0G758t*f!*cek0LP5EX~iI%ZT)ubSA<p^StM6m2-Z{oRqcC+V!8
z+<Z0WP6X`AqgV<B+CsY!rXAEL@PZLmp6`IHj|7UfhiN=N#j{O^ImQVqU>F->40}7T
z7mqLh_*<5P>T!$Qeu3D8O#OVzGs68^+GZbWlsDT)<pnNpPI^mi1=g19W<2!j_2dV_
zM~z?)6TqX1rIV}JS1mSQe3RAJhoE0Qa6LGD+Sf7=fDFb^00bfaNv3?%Yc0~-mR;xV
z2uIVOpf4T3;s-u<mr%***9~dtmz+AyeJZG2zcw6lw!{1c12Xk38eS#CR@lqR(e%ZV
z{Eu<Xa(T`LYdJeU`bJ+*<(<*{6b6>Y|7rV-jChXaxGP(9Q!H{u`}h;!><bxJho;$T
z&xbm1Gar6NGC0=P1$W`>p0k*D|J<Tx=J$aH2dv`NTdEj<dEC&<!G8B$x_Nm&Is4dP
znXPu|;b7bme0kYhjN5$Fc^xMO25hB+X1G|xSsmZ(MYgZ*bjGiTHK6^^M%G5g7z*7h
zxtrj`VJp_j>7Xaa9eRbB1f5mqOLGV^WEpsOwdfyTCydt1fo1x&pV~S)@eatC15%uK
zPkY60oq!Z@YkB#_d&<zV*Te^JFRB@JhirVrJffC^+kLD^@Nud5XV>-*Rl=P%^3Bx!
z5wP2ra^UqsMe(hel~@8=Rzd$98-hqXFa_ZstA4j)n=G;5OIba&>V&P3MhB6l1Drh3
zeXm{KswUPDs{iMkPGuaPkf)0zBz!ULY72rh_73?0YHMryzO9|Nw90m{e^Fx)H`|7!
z>aqptD=!2jyGYt~=daHQ9w8oMlKm@KE)`wFDD;gfGaPL4;^pfRXm0sqJ1F-SU2gP}
z#3gGY!K*y6D6~Q=K%*Hu-k_QGG{&IrinE_ta=fth&5>;0JXyLLJ@_l~4`L~EQ)B(v
zMu8U*Gv$wxpSJJM5IxidK?^-;jqwTt{BiKwaMdu_PkJ}wwh{xa`aLo0K^LW|?Pcq9
zY9po3do=l_o>u;f#Av$+ZB=DP9}K`t6(8ExR~sUTHxoxc8$xdJfD>w3#YXbgr}i=@
z#B)v{z$os1%?r9XG6?`sR_x%j83A4!(4-AXLQ*0*AKK!S93h`Tj2;5@f%@c#7iKI#
z5I89KsQq7Q&2{myjWrEtIkG9JM$k@3xBs}VqdkTb(!{1%;TE4X)>&zEq#%d=Stsi-
z?(c%(GzDqFt1Afe=gl4SYd^~Fee(a`=U$gT!tO4;Bw=Iz=FI>8+veer2Ei8Y6(d97
zdf2qbNE4ob#%|#9Jxjg93!)G;b`k@{9K8XiB)|nOdRihmt(&W0j>4DkGC_@7=IlIB
zr&avLPfk`U2Ay)u{}?@j$N;7CP*tbYMj8zYCB2Rw&hng*vAw2$sm!e`)@4ao1_@(P
znRJjjoUqFu`6Bt?tK>%;nC0>F_@MaJm3p%CuC5u+3(nT<j`;U;yWfOVc{sj0Gm#gq
zA8$J7M~Ugoy?i_58C;(-$QvodcrF-cWJ&COGo3|<D=lSl=Fo!%+_HgWF`ZwJootk2
zF-jLNyImXxM!5%poWr@7Ia7*kRDrAg)%tho2;<mUjVca;wvso*`;dv`T@|(q@=f>~
zWB}K~Wmz`M9o(k4>&vVfa)L+5Y(6;e;bKxqtVaiHNLGd3{r{On4|06?^MWh>K?ld3
zT@FS0t_S~hf)(JhJ9F!K(dksU^51M@J1mMJk;=w^x+|iPEXz>14h=*}d>A$;Hs6Nb
z=yK@kng_45q}^YyczyDS!{7LQ1k>G5Lem_r!7k}}$84fH#lC-Dr-jCnQ}Di6G`q=+
zWz7~q^v+}-h70l9kFv2SZIM0j`iA2PC*D8XB2?$5q+4^`tD-9xqMa=kjJ=9=4S#5p
z9`^KKRvpm6GdTBj#BYOU4((5s9hnC|x5HfXgZHsdRAP669^Mr5<L_6HUdE$oOz?UR
zJKw!~uFLb($EkQBZvhX;9b#mPNisQ0qNB<ygFdx7W88x5Qt(cc!DZwJo(A|IQ#F)z
zm{gd}I9(6Fhpxi+rnghCv_;3oZSFu3!3e5brh^lkYhh+&KFkSLdBggV%RjXgJG&x~
zzU<eUgw&a*c(O+7IoZ&vyo(3~dP-Q_*Ey7Mh(Jf#ENm7~G(|sKjY*qDSFSOM(7;KO
z9eG4uxh67U|CcX(%FV=V6gOkB*g$AR`XQYp!sM1Qr<@+CkDop{kDoWn%UadQ;SMQ_
zfny^^yzQxr0UE5y5{8^tg02?u-32a(vDoJ1ws;VHjmt0gtU+|Gbo<3rvbC%YZ!N1Z
zWe!Ke;sQ{RG!X!<1TKTq0N8ExvN}Mz_;6vITc0SRBh60g-&@_tLxS*=LC^EI2#Jw|
zlj%$r_O-T_8~m_qRXcV-B!mae#C>_EVGZ4B9$ph9R<^4o8aVka73{vd4WCn9KMoJg
z%!bj2J}|5Cmf;*oVtX8U_nF-r5>@Sn%RTvR8;Ltb=rY`(HbDSS$`6e|^y^J_eJMxZ
z;3Y_GTl(zo3mO^_3Db%i&6W<i_sdK{7E#*b%oetT^g`bip8d1H(mk*x#n_zhjF-=x
z2!hBg^k#2m3(SJU`6AN1gIc-`3dYB7R1(s>wSa3gd8PYSKgd%5{s{iTWw3^#aHoG(
z2_D`EichKl3oVPvJEYKXn>J$HH@a@~`SYr$KI7-9?av~~1N7&WRW$XIom~fo;{OKA
zKufVpi7J&!G&I3w%DO9yZp34r=kGJtu%x2dR>rbmWlt>Gb4LE9VnBX=&TSQQ6n505
zSh*Bb>WL_&j#av6drBoyw(A-G8Wtd@Z4;Nnj~=*-^_x|>`k?j0`47=|Gfn6RWoSkd
z$9TU~qbl)trUGkmADcJ)=-HLxZh5TqUBENpD1I&#q8Ibor-a>?iXuOE%eQ`ZBpqW`
zWf{%ikT=Ae6k-lrQ3Q4OQ4Sby*6H37AJv}_*nq@M;07xXgqQQtz;fRZK=|<+G@)n9
z+%d3$FJ6WAbwnobx$5x@Z!f0%9f>%3tl+)j_$3#GeJ%0s(?#g=?LXgS2pXlY^_6!B
z{HnG+Axpt>+2p7dZrCk9gzT-~3&&)iy7Jo_N}=snX!9shdcK}9eNCEk4Yv9wAhFD&
z`=4oEh3hQ=el;qFLU}j;3}-a636tg+V(cq&IhL~yebbKNn&)0OEAsO;M!3Z{v)p+s
zDaCt(1)Q#p;%a7C(m79#eH=I<kU)Y$2fNy^RXc6(<~%|zM;H$bA*TiJ%w!|~4~F4v
z6t_iw2H!UEc;Ay=z%1eqMThA5+&T{#{=^l<^&KOo?Jqk?mf?lem6*usZD9H@uv=H=
z(>VeX@4$D!>NWJ3y0=HO^V|<~5D(7F73<B<opws&eC&F7-NH2|nA09=W-KD_?2}NT
z=9oW;pb!8hsYjP|*pg=D^2n0R`^xt&wzu`)VjmL9)t<)#Wy(ooyU4Sf%}Ls3tD{O~
z#zLAe7B%LuNx|lCqs=j(SdALHCm5NY{4r`g+Y{at58blL=9zJQQ#1;qE$pnYmGfQk
zI^hFmu=`l`T?fcw>i<}F`h?h6qLv<4uGx>37;)l8`?j{s_$*H{+w&*lH*vM+w0~>a
zct2TOubRBlMWYD^iBrM*_<ZzVM6Yl(M#Ax>ZZ`A7k9$6a*axMH)b=%#1b6T6WY}oL
zqGs6w^8%bXOp#-MJp|MyxgkPH)h#{h!gnvY6qnzPJQ53+P>sgV&I^!#Pfu5p;^*x*
z#P27Yc{?XWaUBURApnrXM_tHnGddx}<Bwz1fT}eWEr;&j)_wYZ82>rwOiTR1+V?%v
zLy+Uj&Nr<x8&g}|iE?py{gs41qj}BdYc$|=jUB0~nV-{F5uH{N|A(5^?s4yI&CMS;
z55q3so&ZWb1vm}OXi@KeXN~pNC2w|hWd+>WSZJ^QDz?E57NHANB?SIXyW(q~K_473
z5n!?!%mIBwaS1CqbE=1?sB-&C^q?i`BOYd3Q0(v{DA?U$10vrV`h=LD5&(6`u(24d
z?g{Od15Qx(vI*Y}8T+Hhh!1zA)*KV)6$__a$s+X-*5_F{HQMWT1}~?tQwJ;^NodFJ
z3qq*D;Gf;o@h9;FxV~0k1QwEtzh_{C?ZOrg^d_;&(*yXmR@Y^5ilyn>J)bW?6G<0B
zV_YLbATrmZ=nBMFbmBLvEAdP+bk3cXQA;=F0hzkwWtwKroNo+#{Xz+|@djxq5oVT4
zg6OAbs9sr!s6Mo^{_dL-@}b!hTz(|~?4^Ek;t)nkCO2MBtrwqs|14Nma*bJZo_J`+
zy9=C(?udCF=i7-Fh1qpYvj(V?d>{7)0c&O(?=?DR<G;Voc-IxG`Wq4THU&Lj?0<(|
zYDaTtA?K+6sQ&1cldl$p3%)xxrA6TgM2EywZd3D#>u)^iQpT)0qZ2iXxl$i>nZ&Vx
zf~~-*-<%PGY&qKn2~KXopK0;Cr?;HMTYi!&Vj)RHW0wBnUf++<H}_(Bbrf2a;`9LK
znB>lxc*NO-^~ohee@`T$dxZjYT-}K-pp*pE=hkR2=tZ}f4fpIhSBNzN_{@RJF|A2+
znDz<+0`6MA{OK+9D@%AeOl$P4Mg6fETyI-vf8O5q@L^^85yQD+4d6IN#eEkQmjjhV
z2BB1vzEBjH@FpfE{jY4hycb1^GF9pI%ZX}q#b4<7Bm^M&8{K|5hWwr{(`RCt`t@)*
z);vhG?b_h0EuzHsHE@RR<)Mb~3fs5HW6^QCOUvX80B<y{7yv{~xTUq$b9&(D^P|8O
zH&#vOzOIcUCXpu0x!CET=g?FG<ppJaL(Y4uPhI&}A*LDXm$4HR42HOO8>0@ytRWjl
z{7a7|bZSh{;5R3vlSVA;Qg~w}C{DzZpItBv@g^44JX6VOz$Y}J%a!Ha`xdt-98bI(
z1~ndfCNE<5zuq67WO|G(@m8EYu@UWjXq!)A!Lp9_?IXG;KQ}Cvszl5YaBlvfGwR^D
z`>t0!1TC!qb|XV;VZ3#SfoBRD0$fx6Xs>JUo}Pa}a7Zvds|s_sJEQMSW|kJtH8$%a
z$t%DQ@4;#;f=cv}WV7@YKI~sA&IQcv37*3dsQ1gBpw$(^b-C9dfFx`0uLunES<ojl
zcWxESER<{k$G(He$etUQd~)=+!%z$ySa@Rjv>Yba@nAx=PBgcIvr8@u10y`g8(50@
z-+o^hx?5m*z6}Jnf=tSPi_xE_`pTxzOk!{G4`Q!0xC~${1vsBjUD|qY2trJHPZ?iJ
zT^Jv{bzFA|J}`D8=m|{8@tDf={u_1ylP+LLCgJzM=qgH^FE(E)yS3%p8)Fvl)8O84
zBh6Ntjgugncy;ZB@@cnsUq*Xg{=pL0-9dMv3-1Kul~bG2z`}<RV$I1KMcUp7{3KaH
zv-EXj$L{KOPnV(%PyrFHf<JrqUZW8@Mj)`Wu9@4~g;5J5W5c)zky*Wj!^w+BN(w!7
zG+rQ?<I5~BY}Y$Me*SZh2Q=~*5a^LizL{0&ky-)wi^um8^A4T3?Wzw_L~gHeLYIw`
z0A!*O<WL?M3a|-`_~~(clgwR6$bvNPwHxv}=?+qAf>wwox`V{~jEihCzYSR7_qM)w
zV!|DZ0!D#nH6wPB*soJL4+reON-0lW=1oy(KNj{&q7aWdUskld5e~CiL#IYYQs~UM
zG+Ep#f91H#E})=ZPGR-c`4%OfsPnaDfP{tM3aq^oF?9LUiST_{oYXszXu|WWx0^ca
zg%{Oc;3<kLKk4B}kXj0r+l=MLlOK`<8}OzBxgnVFIoaFIbOFFZE~w`bdCth^Ox6QI
zH+}N~`|n2PX>u)BUhZUEItQh4FEF{uy8;XIY2&vIDsM$#7Xe5w43S`Gj&@E;dfuMa
zsi=l+S|(kj8_)^F5F;{G013&Ss`H|&H5zNL47;gx`4pLrBOgnN8b{uZJd)AWB;6A=
zzKW%w`NC->XuWght!P3R)g@bz+&v_C>$4o6(Y!q7%#ZAx{C@)9_QV@wH;<~!T&xc$
zVzLtHc5@y&jm05XFu0fjUUq0(dEx6p;9v(XlY6X|R^47sJS(L8Q1>|p(lWtOvVIz5
zip#dz{pNikOWJrj4|4p#%Y5thN9_g1XK<!-RvBx?g*T|0Ozx|*F}|(5liIZQp9eb9
zPTpWO6AR+a^LIJKgLuGhcB>4Zp(DU~q457q{DLMa4;n-*Lxga}<trG%3=0Tc`Py^y
z_XK(WOkskNC7r*@NM5WcdjzlH1z5U+YH8GNY3t>!MwU3Iet8L=Mr)3`afQHWt0L`)
zO|EJ-l0n<hK7CdlT3R8~$P|i@9#U?k$OHsK+GZvpWiFdNZmTb=K+)@+kH8dKaw^=`
zkYVP@v%xA9I+OM%LDbf9&{>t3MOm&O*Q+AB>D`4iE?cJUPiJ@+*y_u_m>}G#K6GGb
zi22VcYoRIlZ_~G0I&bIq^GQQRE&D$2pHc6d*{`0Q7doh06VHuiIyj^JU*8$f-$%=<
zU9*DttT-&jjX)A4b2!W{*<jR|eRHPlCM6V(R`!EbnjcPRqS6@d)enwsIHlUN?waht
z1Cub5t+rcD9zXb}JYT-BBTmwRlJyo<Mqr8u`}VdkrX46$uk44KKEV*PKCYd1A<wZU
zJn6o5?P~1;w&q5(uOqtCy3%)H?4b!PYC~WozMQb^MHV=K97;LDg3kIx)fKY(n!uc5
zn^zb(rJZ1LM8*-t+kR}<8e8#dK~TPXd)$#Dfz~^{;dFN1IflD?7u1#CoPJ3mhi^8#
z?lC~(va-Y0gLnB%uf?Sjz~KK(=)B~=>jFd3E^%?)SL;r84=&E8=fN|#*S{X^{-D#C
zyM9yl^|isS!`}r!a?3gD3u>$V7lu{>QUgr5?}E~vfBOEn!kIES{m)_XJ6uek)&4oJ
zW@$RlQ~gYXyMubR$4ITt7uv@y17iOk!wR$QKsYmPDZ4lbNjSjXL=LgqAz)5e6~D7g
z$46#%sSz(`^U=Ks!m@}$$@+`oPi<t&!#QL*FC?v1V#M_wa$T$)2T=t|)-o6O+tWg9
zb2jYE9U*ZsRXTWs+VpZ1OnS{0rgsRnsSLT0ajy?)Ia}(h0KZQ9P@VLR#P5IF&LhOa
z2g)uqFTWjxcU&c?8$s?pdAqskd(?j>PEj;{6xWHjrP^DmP_mUOmoLdrtZ^<Z^q7BV
zZ~6iDxh=4Opd?dj(2SX@xW1mtN-4N|ilb*3K^$ZXgaxOh^H_b{joD2u2u!L4+hE9R
zX!2f8cBykp;wD3%I{2}@<1@>1Z)S>y{C5#bE;x{c+_P02N=iF+v?iarC+<#xT^Q}u
z0Q-OjxmB_Yt2xl{Dc=v~p8ZTE)82^pJ7V;FLtKB!W_5)dEHgRoK7(uQ37I0j*X|w?
z5N4_$#ci32x*wZmmahIaOk1I3`&8A9u~)R(Og*iv&(c!VqL33cX752CFS2-v$&x#>
ze-g+(g=(K+Gh+;Z++z-3D9pP0WL<gas|=@quXi{<UApQpt=x@Tj8N|jje8<6id(yT
z2*(|x6oa}K?yOy2*mpsfy~4p8Am_9xf`eo9SB?Wj(q)M$w;K6}m$cAD`Jc(ERnb+S
z#khzTx-Js&33M?k?g-kzoX7vHkuCN8BG6(=+tK9)S2MU2kUBgyd0OxH#5(WEw-S(z
z(>FhH%g4A~uNO*dFCDq9anA}d38ErkzDLmLx>lauARWl#xGf8WxSu;C*~+nWPENKG
zf8P`FFZ5C0OA8_HSfIqd5%8L5#cm^f=5SDroCvii-ABJE&1H;Em!GfOp|KbLX9E2(
zBb^R}#}D;@Sq~jP?L}P+*XF;-t*?>ZMNP&DT4f21#OumB#|R0L1wdEN$63&)(F-F%
z=|P}d;ehp|iZ?vsgZ3e{aUNE@0j(o`v~0{z_?m*R&LVUEhZltW%W?^I*)5h*?RI&f
zO)<)?>=kEEnkyb}wv^<t<W;ikhl;8#lfp!bXlJs!U<ECg)RrJ}UPeSvprCLTIChsJ
z0cE<=HIV;BI!}yibJR}Owb>hJlp*`^QfO+{BYO@M5vj*B8-CEGe1$p`l=#>6S~tOV
zhT2Cv%qLp|rKt6I!Nx3!x0K`B#0&UCYt8o2HC_8ro{LC@F_2XX`H9B$T%mw>;$0Yx
za53!QI5NuEqd+87;U(U6G}`fK)XOMPagP=m?+gtI$gN?tc@y<!e!&@k8|w~Erj-;D
zsc~v5@r-d>`y}GNj5J{qa^U1+xs`F&ze)x8kAJ<$4`}|CSG}b`84&2VTMtkv$Ls^F
zeTL_4s9@wy!HS|$i$CgEYPM{g6hDz{!}_1cG!6>03#-ua+YV|{5vy;_s5r-cl$DXO
zL6lYMU-bNmBt80TGBw7<GV6g%iya$ev&;jGxTGed#1f9iO2LP+Ih)I~)^14rH4ytz
zvv2k)lYirXYQDhpXYZeZaM<7i0Itgkfp9{+R)gHgW>UV->wx4`b;ifPUR#}6#%!Uv
zA5aW_>GQv()-H$cHq@%z%{+lpz*Rxc;NYuMPP;a9hR~8`U7AEbgNm-#A^$iziq*)u
zVsTZ~q&$}$snKBehRdtAlb8pud`!8K!>dic{#jD>08)<{H;Dx{Xx;Ossf#tg+~mAD
z&10AUIQaN?9pL9D#LvmZpLl3(!^!)y`i|S^R1)+8alT|3%~#`%_U&r9jqgph+-+KN
z2^^jaY<LM3bn&xQyO)VPINANMlHwWhJ_M0RwBVgojs~Uhxd`Bl|IA=lTtzJox@R>u
z%DYYdQY^|f^2l!oAF9ySx1p3OEl#5uf#@3zLQ-m~fwZx)si`qvYg`rb3g8?PheId`
z#^l6-@zU<aevH_+b!?F1TI&jWz-dFrlKXtt4CqT(4|8$byy-qgSKIx!EPbdgymUm?
z5&4+=ISbd(xMMKSy8$x?_+4j2@r}4v(Wtwh@cFKjp#iZuNS5=?hU0=beYU-Wf-ahV
z(Nn2Bx%}Hl`&j{A9qg~kKWR^WxflL~l8Uz=7@_9sPDK^WZ?HeCGc>GGYoQ;zhG;I<
z1K*;{>)M#()5RkMMf68=N|K(+u;n3$XX<R*0O;STD8to*`q%lma7wmdPM~op@P|a%
z|BdJZndA|(%#90%v3ZShvrd>gV)5+>rCwRmB$)+ef$mbIi{Zb0Iq*iN-!=>NJG4H7
z+?d79d2^1jrBAoYV@yyo_q0XVk2=E?#>GRN_Nd2GPHe!O-$e8@Q2Y+99J~iXr(y>s
zU)7UY;M~${b-jmcOW*w7Xrzyt3LTIUsD$jD+p1`{qrM8v;8~FD*<rs>Y+n#v+@d$u
z-mJX<ZV|EqsV#l3;El|0V9X*g#lf`XkZq;Q%25LHfEGx%PrxgIaR}-*R>fa@bfj4@
zxtV2Y#p+ppDTv7?B1)>J5P4?AbCxjMD7tJsnLEhy&5cLb7=C9RYSfxjtZXI=n+~WR
zn3TVPU5#FEHbf^xr<^PplzPRqMP>y-Z<HkaGX}3^a&mSKqW77w4?+gsgy3w4t$pJ;
zne24hEg3E{>}xoN(1^WrMnK`N`Gdu7hcGNeNVi5|TYdAS-j-wU5FPe~Xdnp?xT~?O
zu+={fkHpS9?$G5xuclBIML$o}6h|SF+H&RVrxFRf9F~#s&f2xjPEj{wM;rYAXWeO-
z0S}E*=A%_=Ly5a65Nu*6BBANF=joR`Oaopmd!Sn;mB_gXxcz?;E}6&hFwf?E-eAH-
z6)%lUpAhuL)Cf$tw=cFF^G9Ozp^0M<=&A8^E_u}ol|R}&6(ic_urXgz<VgHX89w+(
z$trBMRouu5eB}IyLxM-qMMr(giftKSaMm(nCg|vz!Snx5N7!b^f+)(%E3X;G&G}=w
zAu;5K+H67g>yIBGM}1`PeVxee=OtjNPoWD0Z|`fvrgNBb`vv>)P(mWpbV=PQkuzyA
zl&d+^Bt$ke{1<y22`cA+*}gY{Q)mp_AZ}pWwi#i~1q+wi-lM^Ac*vj8_)x!~x@?7@
z*lvJZFzAFY(`x}PQfQroMS_I@@U{k)bUoO5pNd*pLm4-3&mjXbMfy!=SltZouc1NN
zUs~U#S93XE#uE%zcM6cVei(n!!bmjI3o33aaP$K}5P?IMrMs_YK|<%9R<RzzjNcy2
zL8Y?Io=J$7u|qJ>hdsmFS%EyGFNBbvj`2{ITV5?6NZYFv*KtR(z&6g%M$Q4F-QiPv
zbU0nTC@Oe&qCpGiRK(>Ju6%u*<>p3)A3XpFQY*)7Z>40&dyA@!65kC_^E>t8+{@5!
z8@a>}=b<Z!<zHvOk7CeF1tUyvTIo5>2UOTN0<y5ZBRTm|*1m0Vgi>g_&zRbH-ln(N
zOBu#VQYl>Bpsr7b`yDDjUVYtLHY$rtKRh0AlVuD9o~Y0p$I7{S`;Jpp*M=NLxIIW2
zFX}s+U<Gp&5LWwz7pD=<R`M#djpZ{d&cQi9!gEnoaezxQg6+A>Q^C$=wJkjesG_p(
zCFr{7;@l6x-+SNLxuzH;vGiHsC881eQWU#dtwMW5HJEfn#~6T3Tje$RAGG9sc;$+J
zc1-H8MMj1T_d1=uvJK~<b&frb0YN*zw({V%SieWngX`hU{JNr&6gUhbtP(7cK<>3Q
zi7^X;Dd691a$=bSsUV(Ds@yzl%r)ncu;9S(@&?k^=jxsEMRDiYJp<*D{dmb#NQfT)
zB(iXu2{3HC$?g@MKR?MkeGS8Q=$=bFeO8eQ)mkWu@UBz)IHBJJC1+q*ei(O|<(~{s
z`(@iF6uG&lHrgektE5$@$qI5E7$N|+4J^)pzdS>P{GlUakMC~I%)4N$@w~7HxVp5^
z`B1Qnl0!9X7Ue?%5Jc!^ujvLBDO-?&xp0qBbmPLxHMV<eTK2w3+WcURY;T3yYoRS&
z)w3qkImz8qf?4Dvj{0g4{aJ1CU=&(O>~j-s2|+tr;+1IA(X4Hydrm=vvm|uXtuyVh
z)6!^w<BcmwZcVWmn!l9_Zem;V+vIcc%hL}mE#K6a;<Qj^H%Av{svB(kcBltNAhE%D
z&AL8l&@&Zk<s@-By<6x@Tcn;O*-osK{$W&7D_yd~RfBg<qBn>d@~iNvmv4yLy<pR~
z92^AGjFRB|VAIr1IAciI7IMS*x^abSi~telA?q6A5iV(50es$(%g1o==-U5GgvDn&
zaw`A!k6auZUMMET6JE&M5@H!fX$pLs3H{>kquXuie_9x$5~cJDec-k0*Q|eVV&$Xh
z(tpZ)nnS8Uodcr$4}a+?I5Tcpo1aW)Aj|BdSf8;zz#bz4kZD1lsIcML(j*RMgz8;h
z$UxMrggcaY_}P6KU3EdF3XQ2q*@WPL5z`uFH$!HbrECi--S*~1R`ZpA{}|j*+$$EX
zY2?SlZ%}%}9Hv37qt07_No*N>%}g5-8P+q3Ux}|h(mBowkdIaCE!d8kZmiI6n(4*5
z1L!BvU(T{15pwpnMUf5H6i)xogphI+n(louvPwQc8s-X4);Jtih2mAa^6jAUzlykG
zB$SYX@ia69Q=FZT#pHr3&z4uQTw#JL%&GoR_#hQ%<WO&85wlj-mF32z2>`G^dvxeB
zmKiAEg>~zMIG^Bi>lQvn3ZNaH!C~EBMtk(PL73E>jw$W&QCvh+%G6E%?SZ%qi@M*x
zQ~kD(+&xz-H7!r_Z~Q4dR+0ePIIzskn&JarxF49pxl0D8c>@_PfzR83V{)Zrn@c^_
zfrRbW&49>g%uBX+VIKAahb#zj291%7&OmFQLrtIu67!$al5H#gK|ZWaZ5Snzi=9^Q
zopA}V_H2PUA3>Rsn?m6#u*){9V!)TSRbSrS9diqz3?;7P%c%luPg6qDql-Tk%UsDs
z%MgUoH*%ni?!$c-E(kX%*E6{TY=s~{!!BFx0+KB!3jTPVvy)TQyIGDu3T_=Z(y}}h
z76S#D)R{pVU^P(-Mmbcfl)OKjJ=li25QGS?mq3L=3~an4XWsH$*!Ok}tDDNg&H-Ww
z*jf(3A~uKYDK2!c*<5iwN;_z5I=X#w(MQ`Tby@BLoJB~MwWsfE@&gz0Qgp?h=ISk%
zc04!{cz=iF(D%>&XPmGQ^1x#AfdwJ9j{P%WECD}=5axW*+cORcAXeQxY)JHxuN$Z~
zE!08o+v(wuo!fM^^}GhS25bK^ORhbwH(C$8d9aPgIO#4AyzBcf;mb9`#t|zVX15AE
zD=pz<>5qF>6nBK!Gu4{lh%T%GUTx&icANIr>S~BE+a2+M9%yg4pv@VP4wljKKbit%
z+If5QoAws-Bkk<jI)15?3@LYqM~Bm7)wyM^_Wql#aPrAo)~qzmdy$+++}4S~K8j(!
zkhAUk8ejM>Qa{#YeZ(oT<BgaSKXBokF@ITh-bBCM^r(%=FO7n9hOrTVg#I3o{8m<(
z6GnX;nf$O(0A5mF{1FfT>txMIG*ItfX?~}DPbx=foWP1s8N&UpvO7Q(t~T$WvbH6K
zW6|ijFFw-US3g(%`)sj6WC>qOlGom)KyQclXDpsnI?em~b*?7r>z5FLaK^rYzYU6L
zXklIKi$@Db?&(_Ay#F}emq-k(|BT5$_*trSPT8+93s~IvHcz+wKa*W~XNMBs8vu{Y
z4~Kr!&#c15zdm)D!{bkFvTT33H_jm5&6bSYKO*%#7m2HILZOh!(E1*+S4DKdNyMrs
z_un(F@BeG-kE4&j|MP3d=ByYqxh^!wszI0ODX+xCM)Kj9Pyyv*H$zM}zW)Uzfy}cW
z0Th;(+K-j!*ApLZoY&jS)%yZN5z&$HVWWFIh1^Cy(}}$RAJQ|zlv9RH!elHX9f$U~
z7&tc>d}kRb7?AvNgaVS;C>G+pEVpVQfy6O=GKw2H-7a-q(O&a-Y5%OaBLds2ejyQ8
z{FN_lHIPPJ$nB=O&FjG^8|$^#`rxN0wTSzQ=#5!es{C{?z7hw`P_qUbQFM=>OF`y1
zUqKuMfDs?8(1D3i(}}pXSh}WLn<|K9iG$q1^eE--C1-@E=1ME7ihB(g7#uyY5C_*!
zfg9}^SkDUB8jxfCD-J(D>~;i-iG3DSx<Yk;)4n0Hf$D1th}*>!sAcM0;PO(ITfLbt
zifX$^1LwU?0m;g=3vgmd1~{Su4MevM#2%mJgt6{nE3T2ZXI=UBpUL{lJ#WqqKXgAU
z`tT}#s}~M-WlYtK$twx6?q;ff422g1bu{834$mGyFJ;V1uqgVLvC{X`%OCT3q)XwT
ziWrEX!RQ9P$jOh$!#z{W`rtMa7Om>g?xkOeZBrv8K6uU!*F0*7#wDV9Ht{XoyJHZm
zc*93MM^pot?7D1Op%Duip3C?#Qi=ZlC}QOK()));AEm4td3$C9F3|Poyr5fFoyOs<
znW0RO^sa=|q=#iFI<yVvX1y8Iwq}OzHc{hQ7+|}5|F^}b$B!NMUjA__?U|f8@WqIn
z?t3uHO0POE%Y_vi<+$1-*s_MtF2-2qZhC>Z@l8WV9Cj{?OO{nE8LlpR%H%e+5-HTA
zisZS?wUGHLWX0S@>e+M%m!|E%l+Jxis&V%jAdL<bnZ5-v#N+sNJThnJd7h2x8A~Ea
zPTC#JEB1S{$^0-l#Ki(z59HLHJ44+iSSEF4_LTe?XzA<@U1kk-2T8%meX28kt=+7<
z`JRU0-4X4=3Uw9fD0P>vYzcOQXw=M51&3ZtltrxnrFmLu3{R%t)=n|UUS;hC6yY-E
zt+5u{e#KysUc0j%tOUl?6Q456?-EmCe_vIrac*MHJjuSy7Wh?|%`p-KT@5?fX12NL
zfEAyX?VyUpOMY$hFmJisZ}T%RH&1CrBUNp$6Q(nOMVItc)z;DUE6L4SR$IE@$7&w9
zci|-Wuu!1`7F_BQjYA7QOslUDdL=V2)fN8Z40p*_ORgZO)Od}5f{&U4bB|Taq*U`P
zCib-(i(C|+Q*110xz!aey1bXwZCoXnK+TB$Wqi;*CEZuaF9nN2-J)Sw=96fceT$T{
zqOlHa+()I${#BT#x$R)N#Jj`~PADorP8Z?~^BZ6{DLwuj<ZyG!gBC4%0B$2?xmkG@
zvbZIG9)a7OXKy|RaW$Y)_-$%21G>x|Z1PsLEPRFC4v<Uw3gHoa5fWVbdUd&f+T|Bh
z)ids)X_#!z!qu!)_-o#`GFrxra*}xOEkBZ?=JeRug%y+;?nCw&%4np_LeSkOO1nXS
zdBz9;Y~d1KxX9Vcwi%9=QQ-wJdj0W2PDobrhXL+_FCLXGdd;!PuP>s%vU-GGdgSzP
z-HN>8FBh<%y-lmh$bMITggn1|+${^rdT5kRB*GOJB3kT?P4kuSi5ea_1WKQqnkP9n
z!D2%ZnpK+H>B#KMY8UR!W<D#)$i5$STiv~Yewn<=3>tD61jdvgQUbHm!LBeH-)g*C
zTxPqL0X|epKY!xTa+`E|f3h&Qcw-WGG;61@wi0nxVAV=@(Mwy~a?$ZvkyTe@czkx_
zFj1b)*bC8JL55%~<9&(OP~+3Lg2P9lkZRQAY8Sf4lUP?1Z((5tN=rAgn#I3<ExdlE
z{^)pTL4<Z|&Y$nhyBk+|k6jNN2F@^Rcm$~x7UxpN;Bm%7T6)8MBM6s$hPodGr5Mgj
zyD|oW68DBt3K$AXa?fs$C4-N&7Dp8a1w%nlnUPp>OSwE5>^fF2s3u*L-<~ZYaUL0?
z#v)GqZ|)xWtaSGa!kbM=Qc!}9Vwc^+_?w3bkE675r>#%?vD|0H|JD_(O56K<e*nzQ
zQ`ZcIdgw}h>cmVPtQs#5giIN4CrMy8tf@)pj<w61eZSHu^Km(v0Hfd!kvYq8@fed|
zTIK={*<o?s<p5Bv@w$2&5gI-hkI^I2R2a|k&z)meC&*m9WmcbU2pk0{P1^IT14el_
z&3ioc2qKmI=IK}h92UQh+<NKEP7Y_Apbo87>o4HTipqu!`babIvSnZZAR3?K7Kw)2
zI=T4~EhEwBg7XZAwcd$@)!qxsAsCV#o|sg{4J}yNfyC;b`mT5qbVaoGm+h<9zvQOI
zaFLW@Z64HPiQ!o_C$O7?$}=aNrOR+vy^WymE_djv7L={+e<qkKoSgm>;yP7!xH4vn
zRGllXc_ZkE3-*GY<>~Z9psbbg5`aNzz!V&<F?T&e1ZqRk9rvl;ywmvf?3U!Fci*DM
z8LHW>I$*0bIu1Ar*=WFC%cz3|<FZy53mz1S_Nblr6><6zB>oz_aqWj6SOW-W=Kwh}
z9K7}d1lA=46?#aUZf2Dm7>|kO<mAA4ORRh%|6%tOT6l*_m}9uxM$I8ga(eyFN76a|
zUu{i~9QEI2f5s&Adi(Y3Bd0Gvt=zYClFv=p;cvC_?&Yn!67xFZ6A1J0iwX70%H-8{
zl0HaoKwv$Wi}UmIIlj$>Ydorh{OPS|+h4Y=yZ_k#yZXbH@N;q3{(A1y*_`PMPQ)QC
zpLc}-4M5MEu#|qB7w`$U3FgWdR5xZZ9YqVY;Al^IuHxui;?Nc`lld@w>avZ8_pkG7
zM-#XE$DCQpq?G{3>E87PTs7NOHs%}%#@gzx2$1d7rVLrV_PQBhGw1Nh$0<8F_x>~K
zIQX&MGT}{F_F}>iD%*7~ul9S$rt8}64t;nB6z#%Hq%x`)HEw>QLtk~uNdCnj)eb~M
z3XrO5XLo9A&rQJwtS}k7H>3?e*O`B={XdG%J&@`B|Kr_Mh)TnWR64C=V|0XSr82G9
zjM>Fyvm8#!#z>h;M@cR<k+jV*xlH@)@|j86hE+N#T{wzesErgynCMjGd^tM5{r=lO
z`)8khKJWME^?p7dkHI?&hX<!}Bg52VHa`tS9bmoFWb)Q5jbqtPFUq{2K5AB*JyZ1&
zbofhJB!$9%76_?po@Zad{!(v8;#eREc1Aj(lxyx`F#UtwH>X`s(G7U7C1$eHnXq6t
z0n_rk+g#>cW>4s+1ERPCNDDM78@g#gF-yq2J=K(S>Kh;Fjs`~=NpI80vdppe1dAlO
z-y;}ZGzszD_cg_9@I-Hnr)6Mh`1Vepk-YuU^uAapln2AmL@~k6^MHHzCIwA!>e*cD
z%#GvLM7K2dv(^VfSm69i(VF*R*sIy3?xvQ3DaX^)^AB{pM0}=jxl~Gb8fPlJ9inQF
zRdV+#{H~cNs$L{1j22km^1ouw_^qL~Kfm4bW5S_P`m&NeIOX+)j+<$#<Tz>fMg6~(
zbn9<AQTK3>Amv<EQm{Yc00qT;Qs){}{`}&NtG|pcEUSDmS-j0;m&bAK9XzmPLn3m`
z{iWGolker!|4vMV2B2NdU*Zzz;rK6!RatW+IjV9FJT?xGN!;|jNlF3b%mQ1hij+nH
zY}-<>zxzf*dG*qV*EeUMo4)#2%Jy6mrA@b5#e2Up41;|B@8y+*SCpInp&aS6Ww{pe
z0EJ&SmVP6M`VuPSU5xgJ_VMHHZ+%6)Ef-ZRTk3)hB3!j3WWRsadg1=b%If$k=kKG&
z*{qiF)bAc`m$=qeX61<_r*{8?to<A(H%z}d28Au8<gCfHfME%j&6VQCaKaTASV-x)
zqnNe6Lh}SoePN3_7*+BPx-}2d{Dzpa?KqGK$7EY<eR(!QpDO8wC@3%0s>WB*r-gNg
zDzzUYz-oM?L6#URq7B`7f|sh3Yy#_-Q_+FxFW<t7Fm$_-JxP@D`p&>k@Er5$zdy+P
zJV}HYsSh_0q0_u!zCcySErdX74W9NXR;=15LmRUAcJJjlC>rO^nX{OhWIgQD#ish^
zzmH94J*$?o%(Z;<_8hLaK`o7Dy4q;BQ|V@d$d+<f(I1Y88Hm^>_2WN}2iChBmavxJ
zZP|ZTE$w&~9cLp@XZWj~6P9kyhtcU#s3^g$1k3;b9iSM`*7rnNT6+?Gr77qHM=14Y
zpqA*?ZH5Jzg-?1r6lpjPvxZb|g3K=p4gD=>(W~Mw%Qigu<7Y?G+qN5cV;xCH+Skc6
zey^NX@MPxkZtX~*wNOes6-w9!ma8LN1ZT)3g5F8&EXrW3P@6Y=BYkQlh<Z01h0SG<
zls?VlcvR=OI6ZqM73=92Y_m7O<dYxde4z5_>N8ufR9{~BHGeqNyV3Z9nj%7W4?*%a
zKPeG{kkw%ymT$iL$9nHs+P8&ktn-gfz5T}4Po8V{-#4n%_e?E2AKHjiFJ7{4gR6}Y
zNLophH*iDLqiW$#UrLueMyRJSzoh#J;OjJ{wbzxo78VL4fRo;tawJYlvX@G1kb|?A
zVXm%!sA@Wkz=Oo_!>BmMEV56Rlf8zMZbtvcMiV%-G1i!h11S8PS;t<Xs)Cu)oL^yO
z9>ejBOqhw#+sFYd%`=l))PaG6S2vCwdiw0&OZ&eEKl~oIcS9t3hmJvZ!T77$XeUPg
zTuE!e@B6fp2_}Y_<>?x1LUHmA0_d%FX=BM3t{newkz(+_McIeP{A|7-ZhKgG^uh?G
zkOyu`Xeu$*s|JX$c!5o`VvB&I?!rV%Eb&<Rw%T$t+U8>L>h0PZmLhM9?8PmdulrRJ
zd3V(93lmWpTorwMZo`u5amIBje)71wU;bsr#Zl|Aykd?cxqnm6AO9`BbR@N@pU}0G
zWB)1wukX|BI5@N^4#F+gXkuc~{%E}cZFMZqIdlMvzHq2i)K<~vj~{+6X42^}fF810
z85Y{X%OmY4+%gA|R3k(|N1l+RM~rGid33@M9VRVL67Ko#JNSL*zeQ$Rrq$E^9k0co
zuYUTs^Nv^AU%uTNSRQW8RV4txg-50JEXtLX4tV#LyZ?Jtl1<1<qulAR6X9B`>dW0k
zi6l0tN`lP%Qhi>Kw<9ocdb*QyF8$>;pcg~JQ6B_bzD{(nJEkgDea4ukJCqi{LZBdB
z|K<JBmVPD)Mqq#*vz=y8nql(vPj04qNX9*&qma0p-W>UmBHt5BpJl#^Pe#z^3M=<e
zs)o-fqd7vhdcwY{_`gLb6Rgq{&FXWsw*QIg44%=V&nQ0m=@47YXIv+fE=y=EziJv`
z*H~raC`&t&KI<1a$yP-?WX`%v$5S1?5{AR>;6aL+eI|cJ?ztC6(!_eGXWak1r&HZT
zB|b<$RXd7BhlL$ZX(1``i5#sjyLQ#CVNO?1WUtRm)=q^B5uRBkXfpl&{lgst=hE(T
z0~H}XZ<0?_9qJu3J98!s>T#3N1y}Xy=t-WScN`=Q`$nGgXR2E(46FiTM*Pq~fFy37
z0OQBE-nPIDKzHcEVvHw6IRf!Us)Mm;9l7;2YcAY;{Br{0<vPdmpVlkrS*BRJ&ego?
zGukF@yKizk6v`XBXDPph1KY_*%1p4X_P@I(h0CNi2%ZxemvOURXzLA{aWZ(FJVomD
zbIizo)u5w;VGney_R2(|pVf!4)F!y>TTNYk=9?3;8bw4uljlUSMzcp~*pm<YrBa_s
z@O{Lb95Ik`HHL+F7Dj&(lhT`v(7ZZxN573d%V>Tx5sAe{vG>Sr$QGD!_i{AOJ}O?W
zs`SxwrhFFM7c9Vh2V)lkC$)lKwABNh2~faH)OpmAA>nkMUNN<*+0fC;wqhW2ci=||
z7u08ceOTbiAoBLOHzx$^8KaX54#bCl{(o5#+FP!*-eJz<fXEQJM@uOZx8JiWx=uX2
zgLz{g+wSS(NB)^KbUiGU>A~(BCH|^Z>Gwc(n)W>SAbOxac<0~%&9?>7920!@wDkjM
z3xds38E9#A+>b>O&}p)tzP087II}7zB;?ZIq8B$ltA2KAJoB8S)0uO#c#}jkuo9@T
zOmHy#)Hk(7z`Sp!MiF)W8wqqC-zdAPyVpynG)J&>;ZWU=KL(3Z%l0g6{QZv6<O}^i
zG=o5>^+2~A9hoMV(VHr2Rd<isvzzrxMjJ(vJXGNrOUUA+CBz1Xqe&z3`K-45iIfac
z&Zomst93h0#<$F!rusY#eXN7WN7rT+4dYEo>sha|wg8ZH6~|Z4GpVUX>P9f9^~wiO
zG9ekvC~YhS@(R|U=b7Ol4@2iY1?~yGyaFdmW=W0k@@ol8bh{zelal|U&MQ4~exP;q
zaE8u7ChuiW#0E>p9G>1XgUpWcS_Lw|HzA?wdt2`a)WDs{Ti1D8sc&YKT($SLc&Y@O
zBx4NljUa(+U$4>boln0CbtephL^>fV!PS~jnJ!rD7XAA&b{~I^S~)avs`f55eZ>Ch
zNNjAdxbEe^;N92KBzToXeAiI*aKNi?c2cE^LEBq583%@@Mi6_jEwmJ0VD4E)<=Q`8
z4&Q>Y&|udEx%S(Gv^bd-DK#cE8c*JCjsgS7X!*mT(Cr|G@#Q-1<jKM405UZ>Q#F8}
z|2EeFVv3?-+$x$PjM@aj$=X`E*WI&{^B?X3Ham{4MThd-rO8vOe>X`a;9Y-GFif0z
zy;am%ub$Pcg&&7Aj}4|{5c<WRBy-0$W(=m~HUit{k`TaXwP4o2ozEiQ4IRp9t$%CA
zQR%k4F__f(bm>M=l2LrMHBss?|56)nRkoD7<T_U#^y^^yij9crd07xK5BqOFDQ#l6
zQsdoa^T?6YYMMxT+oIjg%;4lLr%Rc^${oazIjH-2`NV^GS`Kd<rY1F6@tDlo!q;`T
z)AWBd7s%_hTgtOmNtxY}m}>Hg1oSkQw8a1{`&nZMeCdEUlj-{CrT3VKEGXF<c0SKw
z{FR(8kCEK0JN6L<-XLPly^R#!Uj|wrmvcq3+Q%3-Dup4QAG@tLc&?(t;BI5nbMgp=
z`X^5Zm8V{b<b53J9X%mZGh9zTAZvS&T~HP@`!)`5oSdY1M2P=ebeEf%1OB(@H}%LH
z4VPj*jS2Xr$LH#xCpTo;3G4OQK74b-(pb_=){NR-CAParOp~xwh*j!$C$E2_4?-Zj
zROugTzH7X&#>v`G690~SXPPJ$4#HX5TqN2|e{1p_K@&jAg|m9S2KlKQk*D8@f6S@+
z8g$58Ik%HD*sbwDXedu4d5^^E72uP+0vCXvL5u%Auif7l%e~f!oRbaCLU)qE2DXzA
zm3nXYNjLgwEB-TyQ4p91Kn)b6LsW(!arGjVEVkJXP(Zjwezf(PmZ%gzK(m9Czc8oU
zsthtd&uCH3K&|7!>`nEzBuxD|S9=eijcK0j1d?kL<mS0h^*<s(hCHN)o!5L3ug>ey
z>><J4$YdUk1-+#rDZLd)*S*vs^*_Qe8$A@+xmHZqUSr^&Y6$z()UCIHiNr2*8>n$U
zq|UQE1y<1O>~XHB89dF1LfpTvx>X~++yC}%pK*-Y=NyE#IF&JxlM+HAH<o7zI-Yv&
z#O#E}Of0$ePZlPzRCq2~yIp~_wf_q$uB5Nti8rP+=jyySV!izGAoG*k1fnB0&DAfj
zoz1VZBm~O+q(Sw$)UI{1li(f4HDeH+q$aLoXF0S6cyJ`eW?$!(GByRR0<6Z89ZOsy
z8**cP^c_8v|7Dhg$ca+{ePf?U>4mPV^Z6)p@;&b%c&||JJ)g`!J`k98Bo_)EhetoL
zlj|_-#^e9HvVW^x=&~E-3#*sV(%b_}xl&-OcmT8UfK3U3>-QywnYb*S$1645_#dRS
zl-NGgrc{H&(V=<_@+KCDgbOn2B)`?EC(K!1BJnP%i5C7xZ9-!=bG7T}gV}17m$bgg
z-CqsJ5*Fq%d@bBLkw%;a?nN%Cr(tfxG2WLK358jY^6qmY!c_%HC6Bwd34+bSy_)SG
zb^f9AVcPq{s~Z%1JG(p-6JdTRb2P}VMl`^rW4aY?FeMZoY<=k|rY{2!sNo}N4bd!T
z3{`ego4%7_O|0MbF51<JGHFKPqV^*x$BNbE`I`D%g?Wz}t+GI4^@rYmkwmfVSvu8B
z^F{0dwJM6p)az>BfqrwQ=vyLCj!VS8A{OLfW!Mx~NAfI^ExX%f->ai-w5O-pH!(73
zk~-Yp<r|xcdq*A>xUfVeplIXymL`W7<|wF%7*<N_NhuNf-hoM-zTHF?@aTq=H;1}@
zjk_&krDs&X?*c2IG^#Us(wjgGX%B_lLNE{}ODDeHF=wYPi^Sqv_(UC^B5{)YOsrA?
z`{?a!TlQ*xaHo@%i}lUJRU`OW-W`fzlG!+Z$Sk&tl0{?5q**q_l%0sxRpZU5p*y0+
zJM28yCt9@@0oHP7c85jrPg5k=AT;pnq)xZ%D}<x7@yO<5eD(E}5)7fnAOmF#okI;!
z_b}p1j*d{8-{yRX@-2~}#htiApD3#Ov&-M*&gg{a>LWJf5&qE!C$i>C1Wg3jxhBXY
z+F#8tE%zZ=iW5-s51^<0nF;37(<|UcTE_s>r`Kef_WWxS8&r3aU70E}27#H3^5(vC
z34Dh^$n;AcM5Pv?a*A%?)L%NBn9pLcDQbd-q+I?xJ@x)4On|FuJ@Z*r^kO%<vbk|h
zDQYc`CCl_AAzn{Z%9zJ47kuh9vgAA&Zz!wR1nXD7O>|66c)eWI2-xfo>s71$oZSOn
zB>8Wzbe6!=|IrzU5xWoR;RE**@7-#WS!N1y_fA6n^(4;K$Oi`jK10o3OiZPY#rE{-
z?`pox6fAXJ<#3bL&g%fz47<@i?r&tln0de`Y5rKH&nK9^DMWF9xNbQl-&rCl#3Z`S
zKW9D39|*Eh^EfU<%qll26KT!7PfhEcvlCZf-UQYmp4>NV^iQ4m?Kn-<f<1~Oe1aer
zex1Buv4fm1HB=|4zVoGtHFN3+IIJf&f_o>OW<hpO_{*ovVeU1K%i@1d0#p$(lRMqB
zT&Av{w)Q7yS&$LFhKu&L8c$X4{703(t;jxPe~6k-Ms_fMU~#?rne<REiS1uMd<ppJ
zRQawI>->v*_8u|sl0dowfw(1d#H+gTBdmjRH<>(~a*1n658%jMEwhJB0d;lFBy)+B
z_CuJe4d2Nrl%8$WE|ESP4-d^x+JMoik9EMoOI^!qc#I7`FU>UqZcuk}=~%yjslTvB
zBm<Av0EnJQU({@iE{7}c8}o!wgHe%)bC%)ZsK?SVw<Cv5EDLgrZ}DB)38nFeOkFz-
zw?nToM#)eV57or;lSOR6XP8NpKl-$NAGZUg)hR-MzUIraziONWd=k+}GcW@NB9B{D
zOQ^Z}{unG40X(}32LT`5SY9CAIvVBHL?mc^A(Nzi1OE7A^7ew8fxe6L%A#itn4FEP
znwJ)>SaK<eD})|M<K1fB3))lM5Tq%+S!&&X79y*c)dk}Sgx4a_{_0)QYw0*3Rs9?o
zp>d8JO-pe^JI%|Ajfu&r;oTN*K=;zF7i{)36D>tBvTM?-x#H5d)AV(C(u7w}k7~G*
z#sJS+1rOc*bNt~)Jv7jsWmX|p4`EYO*W0*MZW3az=<P3A)@XkIK;X(K-<f#9YF0ko
zY{2f>yJOD-ap%79<HuXJX;0O*fP*Rbtl+t%3%2(fMrf)!5s5cJH^+0x9xN2+(HYl2
zN(yoe#3Hbw(DuHk*~C0;PMO0@nLFt)M>k^FJ|jd99en>$s^%!oZOc|3K{Z}7t1*M+
zyW|z?<kCot!EkyXz*+uUY?U;o6V87sD23moVHU@ty`|CgEVus_6)zdO6v%NHp~~t#
z-bxHqUxjYk4<kx4tDXDlF1Q1kAGicOIXbZ%NXx$w9!xtO-@sS3UID*RGlZ@&Uz==O
z$3*&H3%42cZD3AkWXy(>m2-SPJHoEX8N-mR7ba|xc4U-jDp~9`Ut2q{9!u7|22L^F
zwzu7>ASa-o_ICvq_4Mg`cBV*Waa#eeJ*WXzyBgJiycAq78DEC2JSaTk<aD@Bq`J9z
zf9Thsy0i(s+}2C(<+cMW=4iZZfz3YVHb{o*N(nbBSWNsrfOw$Fc{kTi_T|n$*n#~P
zlT7U201%6R1Z<EaOF6GrAS;<qyV?0VfMa2ys?B@Qpqw5ovsJH=(Gy|gh)zJg^F*DQ
z;cl9XpfmW4*NvlrK7|rlO0@~(7_iDs7%k^25RxwgdBa`WNb`{S7O04fO#~-CCe;J9
zj(j~!prV0H=~-(~7_XdjHhGZs)ATcxDMxpgN4Z?9X{sluZr9`A6D+p6!Q3sZ#$$xp
z-15a%yYf(w&E@}s+v5*W1QkPd97iX%(~~IL?Rph{pr~0HNIj|2QcX$nwvRAPA=i9>
z^eLIjDc0#ol(Bja+FWk0KZ^VZ&0b}g3hN=oyb;JUj6p-|rMJ<0@~@Zm2e~D5R8=Pp
zQfZ<2nVkTq`R`!5*r5<*!n!4UYhtj)&EmF7&*lO<4ZdUUCV3aL)X;xaWp0${%umP<
z+R*%y4uxG)z3SeNO@(<k`w08G(gZE{lI%H5SF$ZZj{w<e1Z`Ef+bv2j9KMw4qvcxB
z?_Ns*1-w{Mir~Yz=|MFZw;EwX%7?`K(rU2p9!oebFKwvJvl9mFLM@!j{Cjv^W|gSo
zjXmVkcE%43>9w<fYNIFvOSU<8B{;1N8O+q#Lr>IjgMKbozx`y8|FwtJ(n9^$yWdE<
z+8e28N7!4e^B~ri>Vxs~>AL6NjETO<%EoIWY|25^YvvD)U&ewwNE)&exSIZTy8XXJ
zK;ZZ|ZRdALV$Vl?LvHQ@d2JNaeOy$xx#h9yVd^jX-LaS?2p?^=JUE@`)Hd(GKYDs5
z-FM4P0=tTP2TvL}+<^6L>MhBQsb4rrz9Qch8B{^sxs-)vQV~TFp3RNJi=R!&!$lJW
zjZ;=)idk1<IQEEFjwvmLxtb_`o9Lw8&c+Ez^qBO-TS{gZ-kfV%wR}+3F!}2*%hZf0
zwNaN-`id|T^i)N~%F9a4JLVjda~fios;xA}TpSjcYIIdKWspvRRSx9@26I9clNKUi
zDgcSXSPbo3(-ZC%SPZD}L#3rlc=>#cUe}=gCHL>Vea$c5JiL3w(ZaOu?CILP!T0H^
zQwLw^V|d7D`#z_~=A+TqoiEQh+`FXA+jQvq0ovT$Z+kZOoV_h2O2wX=NidG<v(i_T
zEWNj(w_^hfVGk1`dNsghLU$?2Dvy{$5m`}#SnWFr6AA1xepIq+(;FNPw<GR0GwDDg
zm%Dd7t*?|<(j5#?AV$TfnTB9|A~N^fM~49>Q}4Zm0qZPG?Z;ji*vHXn_8y2A3O-NB
ze?>_5-=()k7Hzy|<fnQ1AW}?+<R4=l`m~CTG&A82baRRZXLVYiPp!Py9)d9BP{dt=
zdJvn`6mHJJ`47x1w`@8Kk?2<S(fK^aTZ~-Ks23;=6AaV%n)Z{`ihB}y{9tT=qZ4K3
zAvP@OWW$k<x(sSwua*{omW(;F8uVmhbLY;aQ!Ez5HliC50F#L96<i<S!$`wd+a}kb
z%>;-eybxO!Z^z`URx+`-do_xh`4Q6{Y~bN=JR4MOmKxX(Ys6<kD9LXo{&!y{>@Qqj
zXK`liGvoT@=?eq*?0ipc(Jja;%6ghPM|>8TFL^+<m~y0LJS{dn3sCMG?%EM{s)gdz
z*blc>n5ne(=2wOj$|$cn?rC@-4y=Drk(Au;MJAD~APyAd1Q)6VCki=#ZZlK0$xnxa
z4;f!Bhw(E7BI>w>+wk%?vygn!-w9$`s{EP1reh^^@hHK3ErS!>Pm~%xTQm{QC{8OE
z{RfprXFfsl`U&{?fIkXQBor+XY4ptXT+%ZoXtLwlDmHhZ1~#c3-;c~bjUTE|mQPfb
z$?AFX+01;IMBc}yDvKt7mS>5MkytXlPToi>DJh@|?-@aNbKEjwqd<0^`=S5T22EMm
z^h}6u-b}NG1!0#9Kr?}3J&Rv6##D80NW*-y_No^&!Dz&yhH5cU!?-o}oevIDqq;J&
zZ-)$F+N|9q)u1+F2T5Et8%=opK14JB3$Jt|irp+fOvAK+o8-WGwKUXq?sOM=7s_Sv
zr_&~>EYZ^=LNL>;=?|2k+W7z02Nu5XqfxvLA<DmP$l9jt>(=Oiy<a^<z~3b98lhqm
z?M;KnhDDMC4+2<M^ns<0)zqmK8@_e4IVDf~7&qth17YrgK};)F5GvwpM{p+aMa?dt
zW%b3-4o~24ztm+^6=S5GoIkZ}<l#U!rUjJkC0fPKenUR2;khQI;m#e*DUa+WMl{=p
z(QA~&P2@>@%c(Ra^eChT96i~xr~6Ncs^%R<&7l!NOTwCodd0=jaV{3qNvi6?VzS8O
zgxL*b0`Ja8fz9~{dbx-W!>q~O^|iQpzMceA-U-9OcaE(`pODvP+zIQJ^DUH7iQn@d
zgf*xpVuD0jzH+}#)+*1UBY&imRuJ(9Lr_F$<HRwE*5Mr1&kJbnj_9Y|)>+mk;An23
zbtqm7@2~ik>@$<@>7=+9H8Rx52g}owmCTyVA`^e&L>DWsLzL8)rJb3H$c!u(;nwM<
zVi1w@)JXV_h}gQCEWdMlkt#>U{q|Z8v{2p4W%SiVWJl#Wd5J3eD00Q#A=c#VZ#%9s
z_asTO^6hel2F}_5iW%-MlE6HANu(AME{<WGn5hT?&qxF@xRDR#bMBQ1zF2$6ZP%H3
z&J1Z&n~6%`IE05MFWT1s=>weX92Y{oG1)N8d0!UE492kYwDU6x1>{rf$o^iEbd(|@
z*co(ckg+_e9@ijjuBJc1BR8Hv=A#za*Ny=;i|W-sGtq51H%X){Z}*8!KD>9eB;G(q
zt#p-$TgKr4t0T5u=V7nVk~nq1sB@sn^sigI8OMJoAUTbtc%_ZZViF<AkxKlebz4oi
z&dIRVqkb@)#7CaS)0l8jh;x?`jF`X#oBL!<KiHSngfC>7X9>R7_VHzfx9{f@&6ZYC
zydZVIM!YfYS-ZdWDxW*yQQDW9rtkzZX3~YIxK>}8()f;<LeOg?H8&QcalLqdB9@T7
z@?YI2Wa-hZ+$Foz%@ofF)#MC|H(v?07^*bPyCggv3`Y$N83t(R)t{|1`zPY-Z;}Z*
zje632Cbx&2J_C6>cQfI6;Iq1g!5HfHb~N>c7!YLwGcN)mlk&bu4MaKZ_u4%YV+X+3
zEw&_FUG+D~DgC}sqyGAFV`%|=J=z_#aK%g{fNWun#mutl)=_iO-CbBG@CGw3CL6Wr
zu&DOH^dxkTf#1t0m))M58>LEX;$&Gr@(c&5jw!cJvTH@AuiR;6)7legU-P<@&=BLN
zILG9|f}+lp1r`B|yG5l-FV>b}uTVM+)a=H=#$meGiipnPPK56Ld@7Cga!34^;Ry1Z
z*BN7-EV7L*QftkBc!_N81j9i4<7oFFau$+CajpYF84)Kpuab*#^Q4bW7v3q`nyJi4
zG_>qZO4Zjxo<2<JUk=}Ijc<q&pZ&H~dJUw{9o>cM7pDaUh3+shAoDCwk9}X!rCd@j
z85$e9hUc6HmJEk&&-KZFyxR3?VX%#Zu3yZ40fJJYP@(GDbD5zAMZf=?QtS8=SdXKQ
z$0SVLfIL_C5f`Td4)aVh8Ex}mRyL?I3)cryQX;mTIbK~xt-VxS7DEMBTCv*e@{LU1
zBLe$!AP#EdR}yT=6uO%8yaHGlX4lIjN9tRM-A4u*GzR9Uvbv9vROW3wW$Lsw0?~4M
znJW#`R6mXjJEhbQtgrpXdG#3sXR|YI#5_9r^nGOddFh3xeKc~6-lo-%N2{zq*;vee
z6NnC=i;@P@cNrb#aV{<@BWCO*uk^JMqWe>2gtY1#rJc*U&pJbQgm;gk5iI9xyu+xQ
z=Fy*i_aRe><bX_Ujd{d#oRlwq_~zrwrxofg&esO3J|zr&sQj+B0uOIE8<Z@P^IDaw
zG{Box@{#c7OEX*yrc}!iQ++-BNXiBDjuh8>48QRsGI5GZV8R@B!Nf|BRr;nh8m?>{
zqW6Vk%G6;W2>u@~hg{#9&c_DsGgQ%ao1O9iNT}mYFc9jW$V%PD<sV+NZk5E`tZjk@
zivk%II}`5V6E8e9WevXnJ{qR|@xMiO`#xs51)Ua;XZ;>7TU}-wL08vSx;<d&x8%jc
z3?Rs017uPWY3~4n@Y+WPiUZBmU@H-|*eU*NfGsR<*Lyk!!IcNYca~W>IZ?1UG{RIm
zwvc59x{pbv^;hp5m7-~Zma5+RRyL0>ooUdru4MEsu$-c$bbwSVUER>@+tBU$jI7I5
zcM~nsnD-|R*ENd<Jnn0=7MnG|OB$M}gdfgYp75(dnlyjd)XdA0_stV{CFbm{I?pPj
z|Ab!^XIfw}>x%I06`2=wls74&&pmO9Wm8{drE1V84K;pZG$Bas-^L*WHuh~`RpU%l
zlPM}nsIUSJnGtZXvX-`GBY5ksi16TBx6u-$=<saTidW6UrMw&qq~SL;R}N41Yw_Ib
z8cbzSlZvpDt)s;B^l3T<X`TK7z)1isw2ff`D={1^{DBi&?2vdz9m#|X+&AEY+ppb&
z)h`%1MOyOe-+(s~JY8LI5pyxgL>g5YvXcbM#Aa3POduFw-ZmVZS138JG$gGIFfl|o
z;|1I&(@5<_PrtjHr*8xJfblJs&4D|eD=L{<T?CSy!8iAG8_e96L}UE*JDQF~uA;{)
z35~a46uqtypm<MG+QxsN1>h(K)Oa~DmyEDQBONsRM|!y>lwizd%Ebd#dubK=frzIc
zMH6Y{$^sKyI*F;5`t`!y&zJO)cA&&K_b@%%$xD(Y!jBxd1z^FbxYk_k-}B1Bk;&YF
zm-2h(z6s@b(cvV0yx}Cjyl*YOgY-J13V6yT21VpSbRzCIXDK#W1b8i9|84R}Li&`n
z%o?2t+uAU1kEp8Qevg#)v$)yZ<AOH38vN})xyw}5nRz4ABJMLgi01Lto|yID<Dd`E
zs`&{CO9daUK>Y)3(<L)_3M%m6F2lkT7R+rH$;YQXS>ErCSp&e_u(#e2<?|^!|F@u1
zYu3gO)%Z9#XgMbAi`Db#L&7cGQ2T1(HaRQ}^Q)x^Wm?lfu)qqXF|-TsH@x|8(bsLP
z6`yyn2fnZU_s8*rIloR^xMKC@@_&oi3p-O!XZoggw;JIhU=DeW_4ijMY=po+!NVa-
zK#*V1hbJ+XKBXKN_<T3g67<&TyK&P~(BxLIv4(Pn<i}1IQ8_KxX<6Fi#gBA+Q4Xd%
z(^U!d<!8l4Rb{ef+V%I1tpb#ZKSGceXl@)ZH_na$INA7H!X|pJDcTG^+mF>_)VY{-
zkr-eF@t7gU!NAE?bENJ>to2F?!K^A&s@_=#<xr_9>1HbK?_1`&W&8EJyh0<C*lAWC
zU>q~npXswYZR5;{GjeNO%NUoK_afi}K0)EK@0-%U;ncE?Wu!d8lVunPH(TL16pYEq
zrY4!oB|BV#D3H9R7FNM9?`iG8y|5jksh{KTK2k1gHH>Sg%1HER`>mSnhtCb1`2;wo
zG&r%g7D%vMJOaG>pl15+JU+L$CgEw~#3tx7L<WPkBSk2={o4u`vi%Na@%B!+hG?<-
zM2jBe8&i+ft7}WSMv90pPIEh^;<rFm{ayso9UB0%NXoV9pd5biG-x~;%lJidA!Fi-
zf6UP_568|K|EKQ*F!$Jqao?TLT0sHa7+9>jL>hrt+28gPzolDC0zLgUq`6TqV&4Cj
zy}QVJN$yNFH$JVCb>@G^=!tj1^M8R1IA%1d2(br~X~dC+P2xDVa=v)a!A|x!BLfJ+
z^orJYf9csO5w1O1J*@JR$|xDFx{5Ampnz_w6rNNS3?Q0GJX+w(aO778)189bGvz(x
z>`vZuB|x0MFdT7Yl7A|!hdtl*7VzPj_DjuwAwD+`hFCzK(&?@~#}rUMDGUcXZfxGb
z!nvUBS?Ja#5x=%nYJk5~T8Jt?xDZ!cfE9xifuYa<tk{;DTRPbCzhgGR%Z^-PePg(X
zOd*~jBOE%6&)+49*WKPF)>tzln{y?Il{SG@Lz;#m&d|zaWw)k;)4YLYYxgxlh%6aT
z88<v8bt3kE^mC&>;Ku?@`0c|_bkN5$dWc+0BGtKuN_|=R=GKKl?BXGHKX!x6B_%c!
z2@$RAbC)&+p1`^5J&64hz8tunQYF1TRfKcBT~qV_pKI5W4<9B_0;lB;V|zXV?N+Sj
zVH6TFADoc1rm99{%$gQ|?I3EtyuhFUf0||X-y(9ou-p0gFc&v*^GE^ZxMQzDjYNvx
z-fr5FA+jVy9$Y}v;EuXw2(O;~p>q&!!v69^?;3^sm(SO#D<54A`{i8d)AN5-UuxI0
zsJ<x$6cO6HFbFG6GGMW3=Bh5PvD3!8_;(By<Iq4L4cE&t(Lyl4$eq+yT5hWvGTYti
z>-75!|1IK{;X$A$zhZYlJXg#Kutnav7@%|y#8S^dd_Ds^drJ!02KLTgBZqS+ds_T9
znN%;xX)xGf7k^mzhL6D(x|tOnga)K$F>i$64pL4&2oljf!ZnDDi3Dp4kM8gts5UJc
z`>$X5oY+Z3XDL$<_NSecx)_;>QSWQ-yE+^f&+CK~3vPsVz8(KYm%Ndm@brHIf5#`2
z<=Y|7ffHHzBvkjG7&1Clq7pf${nb;}g@SQDr>%^3fu+$=RAy@aWqK$ev|khlTOnMI
z>Z_^ec6xxz?==eQwtyw`MfW}~V0ENo7>$8?oSYSmO=Rg@Q+9+-1|<mLG-!fw^R9PH
z`0&>DTPE|3dyrQ5{N(l6x0KjAnr{#Dc|b-vpXVg13-b5YL#fJx>sLYizEnItm)=p!
z?7b<YF=D~FjtjR?iPAAU{<3ae?E~MGy<heAVZA?-LnkfVN%UiR$-R-g(^!RBN#uL~
z$cg6KS!{9>6hs=@Ndt`Ur4^!luHj;+;ZjQT0xdk5*rWB)3`oE<Q4WENpey~)B%FF!
zG&6|o#QioTuj)^Agku>=lPWDK29=aDBR9(Hq&D(LGvs=)QG{7|NVkr~_?xMuoZM2y
zYmRG^uCp^tWdxdHeyJ5M1732QJ1$8WH3!_20iEDgr|qJedN(m}2qLUm<~HM1mj_!3
z$6VOrP%nloP29T7qRufUFfIw#wa4cPz<Q;AY^#ls0|ejTBmV>Ax&JK^#Lb~2!}*z+
z{AsOLr)wU)hdnr<pVpm*YMao+bWux$;^n0iqWk}#3&n1-H@8I1_YR+ms6O8c^4TpN
zr|ER~pa|zJla4b;Z1&Gb2KI0mGA5vF2`z)^zC`5oMEL9dV!{)wn2op0N^_vk?nYz8
z5S8w3Zd_erJ`J&auLa!G&s`;vd~y+e6`~V9p8^vJoKdw1PB4W3I|U0dpNQc7y&+IE
zH9S=o-&o%6w}5Qx7VetB{xI(9*)Z&-Ae9ng5_+qG%*L&PC8VXH(Z?rqL)CyiD^<Ux
zl$X1=@f}bbDAzOwhY0fDrj4$7?RpRz3U0k<nGJ6_;v&TT$VvCd#i<qB>87>=i4a&a
zLN&-yTCi|?$31t|H#9m_`0g{A>`9Fq&Zau$l{p7Wsd?yj*wbFF>K)}TsV6ju5`tLf
zc4@2rey)$fI?)Vun^YTDDG6nEwS?PsfpjT8AR30L!Uvn1{F!Stp8@(OhtIQvyAG1R
zb}~f~U)l8HhY3J4;M1qBY4R7^5w4}-f!vEaf$r#4S`3U<BQr+|@*4+e2PQa?PVSc}
z@bP+|Vg&o?Mv-~%V)}`4)|%dd%yk?eU?#E>f;Usnbr2to9uuJ3CR)GT49`LbU}qz^
z0u2p%WT@2Ska@-0DsS7}qJ8rz5z2!ix}BNP*)V_^kER3$yLsJj(m^oYwRx?zkRcSo
zPNaSE!0Yk*=I<|~)w9I<tFIF-Me#E`avtydOrOiQ8%RuEBIKH_z)sRc_-bkxM0&UP
z%?T)swxT3|fSQ=4=0FbsA4*Nm=@4ND8XKZs=?&Syw5y3HTJ1z^Z<8y1EgHl|3Ek%2
zzl4i595+lU!nRRX6dV5EqSvC0fvdu>FT#iPD-(h+{Sp+a8k-bn(>#KTzCuF<VACfK
zlxDw?1+rt7a5k6i%C)hW#4hIUUKjA$e$D5<O`j<OeuM!?V?V|>QML)p!R$`XZ3~nU
z4yStgN#O~-0~3@0uN|SSoC=n7+4qC;9|3O%MIASH(a?xn@-q2L!0&fB(+bO==2;}Y
zpi%C4H&!6pMvnB|A0pi2HdehhjX!l_B@+icixhL(?k0LqI6gln&5*9s?F{KkU_q2A
zWN9BaV#xCfIF5E@qRSHJoc|p^;UfgznFipt$lQEGE`XuL#Z3Hm%{sY)k-}_kb2&RR
z({7<w(Nc{o<4k1e#u0ZD>3%00FTuVat#Gd@DS(mkNp^Xvo6`2Tk$tpOIGJ_wZ5??J
zL{YEj1$;BmVe!}Py<9Dq<w8BYn>fI<Up}GM$Q10FcH5Op1Vl?^SzAenc2xt{He16R
zesL?%1^?a*f}wkpzECZ;OvzcjpNYp<CYIkoG<Ccd6x<eN2oxL(-?SRDf8yzZt%CHK
zRDz`Qaw+DiuZRT{HOen9#jRG5G<WvO{+8UPjysHjXBQPKr28IoUaa=hj?>E=#3Y{G
z+y=<#0Hq&$b$LIkcgRQ~DY-a<(+AiOw=>vsJ{&;!D2uiC2YgW#;h55POgHZc!72z(
zXTV&8NdfPn_MNqq626jZ{0-4oVv-o8u)sL%W(T{^*vp5*U0-rtH@DsJd24=>qW7@u
z$*Yw?28xI|dy@tEDC90L$LNHOy3#CF8=<N;^T1Z=XyzK9-N$fA6fFTkSX9{aWua;<
zxy{05*Bs-3*uj*CWx3NR8Uv?_&9k5uHC!QNncLc|W}ZgXJCxN9zk)Jf>DiJ`(UHxM
z&zp`M^{ZKwmeTk`S%4X9*rY!EuLN@~;Cf2^bq|tfWnzlJHfs+T@+f5Al1vxGxh{m6
z`*C8UaK?dSR+PDqMMAI)EN(C0gCCDQfR!Wupys*{(5;DeOTuQ)e`S`fvr3h3{@Ztt
zpVO*`Z~pS)dhD>zJvs$8vIx$w762|f+~=E)+fwLz$$E~$kG~imI`;iDETgo%<NR%L
zIQXrLc()dp*GsA>>|<bZ0ln)SJQG`(Qn!O3aw7jY<JV49sjms?vt0=oK0S4x(H5~%
zd<52Zjm{A^0@Z1K8^Uxe@D4Q^*jwxI<6oc;vy?<(2OM)GixG6JiWMXbyn?fy32UTF
zdc|-l^%l!Fg+OdM5x44YbPQKZj08peVo9q}sbl^evtZvcSAduvN+qmIo{*?`dnPLp
z>brSi`wjlHm*r1jD&s0uo^Nl&9Jc-0+%-a0cN4GsTfs=`YkGOmzV~Ur$_hs-5-DSF
zbcdm-i%i|7Ye)Qgni5g+1Iu2iJoLKD0_RJ)NhKvRCTWqO;PJ;gMRI*5%V9MlXQ*&x
znkppS45^>LlD&jo8R!AMP_f17FowkWeiB(kYJNq0b@3z81<O%97vs=w-~Z<N4T05^
z#|T@Fs-U9IYjO8nHuT`i^@XX;&qYJCz~0l=?Gtr#@7HD251(Z5s-$)G(b4EVDQdGI
ze7GY7;2^M@@7H9bHrM4&9T=K1`oCub)ZY)tvy8#&z4~Hx>9;q^pHZpGP@Q?qP#?Ea
z)kCO%pAk1xko+`nCgzPWBVXY0zJkTvRZyPBL~2ThQ&hDD&MYfyW+DN?g+7seg&q(C
z;VTw>{t3^?e}1;9un1^B7dOsK+REb{p*PY3zO#NDNSwKlVft$Ic1BY3<CYY6OoVdj
zUTHvJ)X9nTggW*4Pm=07(cN&*mN{n@(;(&X+9C!lS{`PqYF5M~-}|V@e85u=MwJ-d
zy?3<>%}zo4#%qbvzn18ba|1*hnDD+9Lt#_RRJ(m9m;tki2=&@0)M5CgqC2lrxUG#G
zt{g*gqAOSep?vf$HMx<Cobae=9zwlki2^*48hhkK7E9TtXYHu-C|kqbm9yqOo#u|H
zt17T7J;-sp?1ta!VV`hrQvqaLq;x)XA7)$d6!G7ppD<Slj~^sjhG8()CmNKntX~9l
ze6p)60F8TQbu&?AH<IumbQp%AU-H_j^6$NwE(pS+Z5^p;q5mz)ROaq-FkV$%VYzZ$
znO466Pv4wv+=&j3nfJgC{4Q$tPMp%6#wN-4@m#F4GBRbCR)W7c;1aBF{lm4=<b!ld
zmg}9%ZX$F5v!iBsku3;fPP<fz+OnDayC~(FzkJ?Dr>vwHC&I#-1^wu~Q|JTh7cKgS
z{UPD}*qY%3-enYPOf0e3ER-pzrXP9jv%v6d%&yAg-NfyWB2GCLO0l>mxY&61$$ZGp
zkWRByhZ+LQax0C=8d`cyhinwPq~~r$B!I`HQi>ReXW0)%nJViNssxz)^$v5H*3=+s
z5Xy=5!A*jH{J}132DVZLM$aArJu$sw?sQ4#(^`G1x}cmIgg#Z~*KTGQxcY`%Sk*!$
ziTMQ01YJT#BY6gY(`kyQ-%xoBX*67po|Mz^9&!2=gF&@isBW61+pp<DYJ)hp1}(!W
zRoKOz`?}-u)L&mVs~+dMrzNf0C3YYld}&#_J>cTC-c{fJ4EXxc&P$G)_xAuAKeZyG
zkE-pp-79pEg@D9u`&&HcX|Zo1_HE7bnPA#x@o7_k8rOY1SQe()UI58cUk?IVGHJU-
z8Dt>PmElG(Z%NMm&Nqm1^rMXaBln8Wj=4L){SQt0?+M$hP>Gjf8I^ImRu$Zt+NE#O
zb;lXZD5YhpIbOm3Eyl1&2&C;g{s&e^dX=hMOfV||yEj<wd!JFFgVIq!p68By(V%W<
zBC0Mje`<|i^~2`WwM$M_eaX1Ew!MpxsCfqoBk6o6H%nPQa>A~S<NJo`bg)AQQ-Dio
zo<OK2p*->Xkwq5)H;akt9v^MUICu83IX8PKWvERmb5;%9?r0A0?zx^KRkT(NY;j__
zK3xx_)T#=`%F_<de~W?4kP10E{E9aI4}J@c#><Gk>O5ZiZu%3z5*pZVyW=AwRr*Wz
z>%cmm4tcHFb#Dy5+sUkYZkbb4gX&oM-_<4tY>e&<VjT21Vx3mEcK}{NahVMdomMEC
zOYp~YK?mdQIzh%r3LR2A#OYrGnk4Xnrn`h;56vEQFk${-dsTvZ&#zP4^{(gZD-Cme
ztF__LVM%hdJ67|sFcvY}@G7dD`t*-~cUJ!B%DR8=gh*H`RZ!d*Odxr8WB}8lqa%Ai
zjPU?uHDQK}5b$soiC*UpwQW@y>B9JMf{_1<NZOBfH<J~l#>MZ%OWA0w901w5Znh<5
zF5xI-iKb$OBZA7AG@A|Ki5fly#F)!V%m=<NojCi3V&dP9#Cx(<HBH)$prIBx7vyC$
zlk7az;~Ran;DO>=;(g=b=iKHYmvL12Sz#k(CC2WKj!Sa=LZfV=clW7YqdLLs#QICb
zlIHb;A?>TP&5ZTBn8?U`F|+r_Fi1SlK(8HV=9gkhJ7KJ65%~lqEGShXsHx4*amLv3
zNfRQ>3t8N(VJs3uH&KC8^#?GVVUF?_!S)*Aat&a=GR=QC%SRs~svI4w5*`CMyD>oH
zS0>rdK+u?jaT53}VW^E~;zuVUl~AE7o2T7Y?|W6$uze`nak*{)Q=X9jg3ciHK2ETK
zl0G&EV-?fwW=xPXCBn>#d*VF$d_yC|N3x`8cQ^e^O9CV?RBnqjhRRha|53X<n2jUp
z|FINS;Zr53B^)Hzb!*9CM~^#)=(O`9IdhL^6E?JKk6D!SC%~<)BbdhZL60vE@nV@^
z8=x9;=vZR)&$GW)Z(h0i^!7bhhu8f0+mrP}3<_z@5`0cBL?Wy!3!`ux-cfWM2{br)
zxyF#`9N;!<ElZ>AnB8<MY|V0I>zrmy|KhEIm($Z-(LvUWp-h00JbxL*HbxUuI6^_F
zD;iM0!GaIz6=zd`QTK;GVzShkVe}6ZCWt6z4)gmeUAJGyk#DVcxP8FigHa++8SvY$
zr3D)(&Zr1wvqGTQY>!Cs$mY0OmXc~wDB}OFELu`~Mt!nK8!@vhu}2EUtcqd4#%c6g
z0u}WZgj}W$z)=t3&YqTO9)cf2R%~9L;VZ4DoS5D81KMGL2!|hX2@9s{q)*h3FQ-{!
zKS}}NiWP?sz^ySTPEE->=93uY#D|>XO4McIHjzro_3OGfvCxql-Z+;8e{=Y=uNLa#
z0T!3G=m|s^i|hAcJuT~zse+AkKlN?Ch)MfWRSa@NYT4a%Pha~!bn6CFS^*#U?r3J)
z;4czJ5+3n$Tu@RNV~&PN9>6V)zuGuM3vgThpp0%1+U)KPK2|L7^<_&?hDGdxaXMy$
z|E8d!@ZP4P%T7gZHit60k0shh7CbJn+52_Fp?`4ty#*!zoIskKZI;YAgNGHo^OZI{
z)0znebJZd(or0mF@SJ7S+u#w}-iFWLH@8!Ly`a9!BK#)8n#+Jc{x@67m3vv(3ts)X
z!OCRX!4IaweBEsniV~rBJIdtn#lNk#tm5R&?V15Gh5$J-&TM-J11P9c{eJ1GH$EEk
zt+#Qj;&oam6uRWd*lGyiPV$NQRvH|2IK1kos{Ci3+p5#nT+ynAU-@*BOkma*`fD?k
zCGFY9-yA45u3Tu}rdfwP?~A$(>8^0*6BrJ}2ql5Hwf6_L4}!}4zri`|<5a{(u7WC|
zVtg%0*Tg8&=gql_dTvPJj2vXwk?WAJf^MbRUnKiH40`7QEVcz}uX;C=_X5)WZ-3rw
zzmnW*CI`mW-Iht^a%r?#YcC&#!@-TwrNgi8H@Tc`zi?A2M-wc6DjfYa{0~Zj%=yUL
za1J3qVt5J>>V`C?PfBs>0{;dTBLZj`_S_!B8%XeM{3l!VD)<sQHpJl(s*2Uh)0=OV
z?F}v8|EG#@B$ZZ`+q9}4ne}-$mt{*`$qojgG#OCmTalvch4g75XJ)hi;i%5KW-|vU
z!1n)t>AG#pVNg%qJx#6|_SQx)A{OhEC8T_Qg6n3xI5+0vB}?!ni#A{uz6~7kZH?Y^
zb<22}TM1jgJM>Ghs>6*+m@9ojxHendY>>WSand=P5<=7sik8q4p>(ai9(CEMnagvk
z_C;sgt@|WZ_=&A*JaTgVtdMgTwm=A^C3$|BK(aq+`qLUSxZ}*%mwv-82|-pOrf<lK
zGMz#iOe8N}Y)L8QtU#JqQ^*Tqjq07%={M#FprtKLxun3KgLs)+K;R9y!O|>=&(l1i
zz?pIEnPaEVPSva_RN5`TO`Dqij)+c{7FS*T8Z|;y$QXARncVow4hPAkNlY&@WGdM?
zBW;{+jozC-nkd~?FZG!U-vSDJishc>zrju1j{2s>O)kH<8`7RwT2e}Y%|9&LZ~{h(
zE9mBdW#OMzi>0#$I;X+X!mDR~b+ee~8jR?3U3Ei)|7h_!8CYVrClqry(!jd1Ym{E|
zqpWvHTZB`7sm5Q`ooNkH`cL|Nop>L*ed2bj=i1QEVlsgM(Kz6h7EMz>eh(#yayq3)
z9Vr24YP>h3sniSY(B+Np@aU!oC?{YJqZU;Wr>KdM5u0u?6K#mJN)hcTw}joGR%0+v
z=^zO_&Uk&6Nko7cR&585&Au2(7}AnM*b(%x$1ZeMgHcX;oUP7v(=1r8YQ*Ol^qTAK
zf~P+{E5Gu?&ws762>f{c&Tofuld4d?N?USn%)G5D!&Z(ExJ#H`9XG`+6KO`ys}^JB
zYNfq*t`vYtv&uHGR(ZX3OayDu@;Nm1_sj=#Ppfb*lH`HYq>p}rX<b(n#cgAXG8Ms!
zC8uTpx3HK*lL5;OX*oK9^D)9xr0hIoag#IMKA5&;?%`k6zL1ZKn9G~Bd+<GLtZ)3t
z4nn<6Q&lXI>jer+%o3h*nTS-&5!$aoa%z@i*ashbd1n2#yUp`WRz8jR@SvV}j3+4R
z`c)6Llt^k%mis=ZS?fIK6|7L}qNP|W=j~UYkCAuNZrS_H;OrqUYR~3rnnC4#g8^Kv
zTBBLBStTN4n#>422}0l4V=}P{bXx0UAL^^VHT|w4H^mYr>r3ti2azW6HG-4C+>m|?
zp~)D}W$9<gDSpqevD9dSNyFH9MsBEcqz<4FzV(&9O8aZdkapiaUH&97Eeq21;}|8a
zW5jV|nk8yo2+*Rdrn{RqxSd>7ZQU2^DT#aeGb1etM(71La<;N0vM;La+@GWeOE|7D
z)Vj^Ci(x^z&m33c77MbT!IRdVv^T%42+`|2@ehK8_ZgLvX81ep^sB~qajS@1-k25c
zF=tcA8VBc;+V8{I;KS5YP5S=d!Hn1ThXcvSo921*g>`$nBbpfPRW13vKB5$qHa$23
zEb|Qy%45Oq{Yp$e&{SX5|D`{UYt8qx|4>`nDt>z!NT0-ODJBUFy*uGnC}`^AOr-2%
zKT&+4mlI~iF|xA9;g~<iahbh8YYsfx{q#`q$8*pB*`57k)A~&7z*#t^ObUl>kO0JA
zjM(~ZY5^A&Nes>Dj(ZvfRUo+}U`V_|@mOk2faz%cnb!^5BnY4MdUfZB&o>iG4^97I
zev?m8*49sTh7*Q1#>sNl%WSl8xjIjyMaU=<d0Ab5>0*+=32;rjFMN|+nkm&02|fe9
z2yfci6oijX(WPqN;Tj<Nfw@Y>QI+hXUio$|tF}*vo{*iIfVu7a0;`fp1DG_QE|@{M
z7tAODwptMV#PI02hcAWV*Nemm=>Ji4_VG;a{~wo9ZX#(^L@6s9Q>T!l6kCeTm}{Gx
z4IPz^jnT>!Qj(j{jkFOV)9xA4HcV7XH+*&24Vk+lC!5qc<>tiE`CY&N_lL(Gb6ua$
z`~7-7pOKV%f6~Ahl6;uOXmYJdll)H^EPU_el0YCpAI&Clcr`<mqDef<49_byZR8zK
zDdSVZgwH*A`6>{#-FKMf0{Vbf`S{ZjGM2>|Kbr0PWSAG!ZyG4dtg@2q8V(C0fG``-
zv%|^LqKh;9GCBHw6={cBJ9dW>{)mL%IogMEeG}7PL8tnnMuK38;-vrd0{(&~=x60Z
za7_CrbQ;ug+z|^1hUu<4;*P}ZUvXswCVO&Kl|AuF<G2N~5M`XSL+l?GFUXUetFlaj
zp}he)gab7JR(Qby{bKX#ZA?aUVE{v51PTNOKxSf+J%St9{#^v4<lt=so11s>h5kr$
zrg)%|oHRR?%<eBGwK2NZld8pCb=h7D{xf=@+VUV@XZ(KGh!g3yLa~0PvA9rUe%qXI
zO5?X-(eGOMv*iQVSLWr7`fLs&^=8P1>2SF2C-TV`l{Kb-_R4AuX)zwml8twTg|@sz
zR`iP8VK#Mjhw-FuU#!#~JqA+3><l2f$+fHxK{Po<k!mz#hWnrQs!^bk3LhmOfC=hS
z=KAH+hK<IF8a?}`Q>47m=AuELKnv^n#mvl1R(~Xbj$XlGvRrQOS{Sl8xaE`0MC{(Z
z-XF5fvUd#m2LqO0D%&LvYxE24eHvM;%ytgq<d8Sb&*16Il3SA{FwlqRO7ZId^j<mv
z>UJ=7w~6jD$DUP|XkoqMWZ+)(%S}croc#T@<4DBwRr;)K*?)RSTcj=88hICQa<S!$
z=kzHUHpdd3#Xc=K@WaX~9Hn|ngU1b@Uy?pc)6g)Ctde|4QTDQ@?RmDn3c4;0jk@Na
zB3;U(UJIpc`lX#-*(ZOnVf&F&uPhbcys{;fGIBu}KqZK7r9b=;V~9SE{S{p`m&Tkv
z_uY<lEx>*w<cocA55_VOAG(LHkMn#+=i`RF_e{h>`R1VYV^ThGx$xm<1Lu04o0L)`
z5(|By(3NhiTf}_$&XGkbMEoiw-xI2CBa-qxliEH@a&=>Ltos{b$^zNU#5wTYsNape
z%H@ee$#)JC(eLK1z+RaM4MLF@R~mZX<ka2QswVO)tE|e3pB5S$ZLJ)rdwlbsBSlRi
z)ml;r&qBlgrkFGp@<@KPZ&iQ!O$9ZWe_AjK1-y!j@o*8}2_7X%aed8LfQ<KHFc?%I
z3vRTwulG@qf55vJZh_s1T`LUz)^{GIH5uo$%}<TFKD86^*MC-UQ284OUwsb)R|B&g
z<Pd2UyMbWr+Z8L;Ry7~MpK~4&+HxTwe`@ieL1!pxUreSJOOU6=C^*?^nCKUejf+Zf
zI@CqSOZ%l4zrS679lhlYlWj~Y%68^9a0_#K`L^LkcTutE{zq9{BRIhU4nL%`4I?Lg
zR^H6;+)UQ_Y%2|S+pThTe!VFyKo7`B%?q?XwNY^e_xI1Q+7TSe_Lq{Y|J$X@yyC#F
z%P(F;rm8H}Grad==|e!brHVgIc7&`bD}h@v^IQPc!5(y&HxBw<G+%xejf#t1#Y5T$
z`G$v-u>Ae;gtAj>sKlVa={I~@oGJH}N&&G(7IWNL&R6=YGE%Q?iBwCGIb}5F0W3Kv
zKojRReRaQ8om<eM2vq;q2Tct<2K$mQr#w2bw6y#b6NX%H0Z@|m)0-Q<=}PNrsqFrK
zB@3Yf;gOPYFP3W)ZahTR-#4#fIdWr}j!ETs?16lKq#xdHC=e=z5(xr<Q`jCd2VX7h
zf7&rZ$(CKsuC@L8r0xl=&{@GbSp1Xy^~d38bsAxL*ZDSG(sEEl9@-OrPn#iSFw#!c
zu+|Fss92Oq3hioOS(02yljWJ52H|AWn@Qz`6R}#f!VlkO?_A*OEaM<-p;)m~HrveJ
z*LW49aXe%w??1hAjY8sh34q*LJqfXV8%&6}_dpaWFP(=`o%#a5P2ClWFmC~68-ZyR
zeu=&IkZd#Q`7LM(Q$r|b9?1%(4{Rk>ro4(|oC%qzAr}zzvNENXj#(TiEO@6rutLwj
zHO6kvjhqk>&ZSmt=azZis>jt`6gxBV+sn$TD=hsfzP?@RK1n#uf1NN!R{rX$!};Nb
z)u-3K{oCQo#RQM$`SJ@(uTN@X2D<&Wi6P?VYQwlOK{y%}{lZL?n_o1D9zMG+80mON
zVrX;m>5^&QvtMrinsK46n)YdgAv$+7yX<^d&&m14(`}Nf<|mY)f*Y>+nH!d0Q%;CG
z?<d@ab!OcS-Z{$G?6=M@21(Oq9wOsYL?ZN~<Uc)ya<xw6Sc;}nanBP~+y!4-C!Gjo
zS+6WxBSge!dwrHPXo@V}rFTq&$Wv8_l_CtOs%CK*5)M=<(2GFZ8XhsvM#Rz_@db47
z6_61kg`ro#kbr~ms9u18<*n~sF3s<byx7u9M*QzlaCpR$7*KdDphZ#q-*u+&@R$?A
zK(*c`P7HHtPK|*`4o&)-UPq5HF1?3mJ)TN=sWGCkJSy8+(46PAZ8F;=*TQ$E+&H8K
z(_(E1&d^jy4MO{St=Lt|hCW-7V2H~0N6N2|^g}rATr0(=f%f(1amDx2DF}~2KZcny
zd&OtMExN5~bA5W?o}nvF_9sWQaQ<$Xzva!~-R4$I_by<9CTU=n>=}$N!8N6;WfL`V
z;!c@l-P>tw7QUG@KD_mC-N*xv?U#ETCJ(GPHx!Lq+)8BsIijP%Ly?g`XV4?u5}U-O
z7r%jCoW4R}JY!E5_7kd3sE7oH?GuCxUZ7UW-(Z380d2GpwXnqxAaJ-oCUiA7(B=M5
zx6wW4=0ko_KQzC5cc!y5rlb9%j_TqjWvC7Ld>%^8a#4Hcla2;s{R4B4lk+hU6?k|#
z;GI(%BatX@Sq?j|P~H~jBR77%0|JxC^l^?5W>0gMdiDkH8Eei;yNZ~*{#Ta8n0L0*
z@N^hp45C_ArW<40($PRyxrq-2=8ZNE`P5vc^51iE{>P1_OD(Gp-hP?B<n_6lwb2@)
z2?ryjxzk$M=MS`lT;{=vn$s0a8PF#CIb*)Pv3KxF4p~$*<flwLIOj`em_Z*RGkW%<
z@V)6=wF(+&Y2U~a8a+TiO<@J01f-dDF3HR7=GUnsXW0qzWn{&9u7h~aW1^19bhp@O
z0`>RN8FaE&m@==bnD*yuHBR8!73BKxfiiEAm<|CW5Tlvk{%Uetb5SADnf=b+d>w8}
zR0T4ObN1#)oOEb$)GYm6(icKxhdvdz8QUQoAPiA`fug^-3Cx3JJ~>02lYb`g@eH#2
zmVDxiMPUR;(0{L|2R|dYyR~>%?53gY=KH@79Je=o>o8RG91^J7DUD9|^MxX8+g5yv
znD3(2yTxyR*mXI9U@?8VqEd+NwcyfG|8%@_AZsZ!E%Y6kR-)^&4LT+f$*ZR`RzC|`
zu)qC7g+4L?(Fi-NY-s~loD9W1FtToJfBah>-lYTpj|L{EItY+zLQ&b-vzHUzeP8Wf
z{$}fYkI?5O#H`~x+tjUJLu4*TTqh{L=jIB~o^m-M8&AZ`AquXa&lw5f@_|5yXHp;{
zK1*yMWr8bKeO8i3#&n!s26_w4j})>B0otk11mg-%3Sm6^WPRg+tey2Ra0KYCLYtG5
z>+V90aaz2Pf%Y!4IrB5h@#^7P|3X6tLw&vbnssl71LglubZ0@G{KJ6Ts!9nr+63^i
zU<zYNxavJc97l(rC$c9GV(0eoLqw-Xsb$9`Ltm@es-3H?zHQ>7vW^mpt=IoRJNRGq
zGix5A(${7)^rtJw3)foeaT<o++Ewd&W8y6EdmQ*KBiy;|EpF$nP14*YC8<uL{@ks?
zng^*oR=y1x`{Z2uQl{fQUZh`@uVu?ZEcr<Y**c{}-!|o?&4oMm<Z{!hO;=ZbYS`)j
zJ+)^q9C%I;2~*#H@ABa;Ciiv(Z)MTc=|Hj68=mwlx|_DmvP4zrhX?hbn^AS3=mqtb
z=s5&=ojwj^DsU1en_0+d4aOC##!<Iii{*o$eS@aCLJT=i)h=$@iu|6eyT^#MP;?C(
z4vLJYFM3KmxwWm~{(#O2NUcbjO{%nI^i3La(Ph-LKWggJGp#5U{HBcWQplg_|LOhn
zngKao;R{0>o~`nXiLTZF+?^x*NNAjqtLy#yW3(<F_}{-<##)z<UokHn=KfyAX`bk;
zNx3Mb(B~S-{6NQwH~+hG{ixxZ6Bj2g>{}db@elWQ6xGn`tIOVZ=%$FI&PXq>^gVP<
z3_&4>JQGICb1F`?1?cXr1I<vr*ycebA}VE|KN9pK>K+JRS@E}c!Hg`Lj2xgaqgCa4
z%+K2z2#bolNOS>h-H)B-o<OmJTeBon!i-!zrDj}9PhA(Y$#la3qjx?p{Iu6>bJ9}&
zd0&+5^-6Q<)jvUR4t(}NIz3isE9fN<MS1))=k`wgKE1+RZFzD<?-|cBlHyd}nhSGg
zEC+iB*0x-9iK?=&3Rh@l4m4JA=iEa~D2AjJXAmB|E>$?PcQ6y2u}4K@<xP{Ue{&Q9
zY*P-$d)q7vo}^M+CN^RHy61?yo$W=b$;C^5INn9uP&ndF#~P3`?tfsH$lee`Q`wsd
z`4-BysG$OXbcAVPHq-GYYu0hr(V_B=QE;V=p2v4TQ_sK1c?QJ+2dChAvcCBdEjgnD
zLOP@GgQ!o~pPR&xsc8@DRG!&ZI!)%cQRV;oT7%Dn;s_>w?q|{-r8E{gTY@IVv==s+
z`V&2Wd8<1u0OaYvcsqY?_Oy)neyz6s(A8B!;v`S$X9W;~6Hk}=uVM#!uq<dW5Q@Yv
zxnVyL2{<)9aH8DB#{A?K7{E*2{HPpw_0)GT$<2L8<(Uz-SqgX5N%|g{AiFEfWL$-H
zPEMa{w6uwvYivS&Jc8?t>GKJj=2BuKq2eR|>A~M&SdKPCzg;&{ETxx5PCU8ReidYO
zvFin*>3XCZj^VDr%9%-X^}2HJ?Z%${+rolgoA0u{p67A>MR`!lFCDGouiqDihL45m
z3=9@EN3?XiWm(51ZWG+uwu1*2=_X$Aou*MygSN1RRqOp!k9qfgd;Cq?+sN6&w+ctz
zA_z@cNgNj9h!D1#z&?EUrlkj|()*ai$`H834qzAJjGu-JVZUWs_?T6etXoKj>x_c&
zIC)ozsB$gz)iAkkXK`_He!1ml*y*CYVi;v8PfN+!Oxy8|ZM10|X%mZH?5LpCWm(>A
z&@K?R+Z>Z<K6Dl#(aW-i)M5W;*n_-s6F(X{AY%)Ke;aOaxRhTwfqv$|fJQnn3~}rI
zHXYvegLmNK%3Jq;w7sCyf$IAd(5Q0syW!M@EH!&U6&*{T*WITZhM|jqvSh7ByKU*%
zkNowCzwCGkez_5W0eQPp)_ZJl)4#Tc(}k<=lJ(zZ7?CdTqXNhbf=4Fi#%`e*)C5_y
zx-4bEV#w5EDSsDRb`M_=yt%{1AIRuxD7X0iU_4eyj{o^Bkx&=m6r!-i`eR7pCn`E0
z2zcY;lrH9b%=Kms3?5QhYPJ;pGW2;}`;_k;NKgd%)FXe4Pf$SicHYNn76K6ema!4|
z{<XdLQb=)c&kn3*wjqBf!DT}vCf<k0ZL$*~yEdi>POVEE#%Ck?09cUwt7cGTyrd(N
zim0A8zpd=MSuYQbK=}zTEJ5A?6qxzSBuTu`_fikSGYI9k>W+CxwdV+_7=7cxip*(>
zkleGEXx9APF<rGSdo#-Ha6qo*l^>8L@2~y8Vd~_Mx7P$V^2^V*$ny&&%@1Y>>|D$j
ze>3p_MYQ~4uB#%*n>>_u&7pQE@WuMA3(p+BHc`Ip+L6<KQ@R?|M8hHtC{sX@<qvcb
zq~WSLAxn(={ky=y37lzYdZ#h?Kzo0>**2!Q$-Ih#F!ne02h%0~+qm9aHhnNW_*>o|
zW7~IKEI(EHW5bpRPfAgaW#Alg)KMou)w*|VPFimits)-c_vvG9?hmLE+P&F&FAE$$
z=0M7LaEQ)$n8Hy(le+HCk1l8jX@QW^tpSs$$ittqkr!khYd)EuIlW@f{;Q)W*EbpZ
z`hr_$Fgquv27@y?OF?ZZ_-={uMepT077-oZ8nsmOPYczq%N;j0S-;@EQJvODOvKT1
z2-Aeu5D4*)T-`8|qE*T8=-di_k&w$bJ2adcm3(KU?D&b&OR6=o;Wa>|{gEZx*g6sN
z%*wWPuCKls$kqjIwlTZ^n3`7LUW2e<NpCUH!A6vvF2$fglpf=(RC43cAd{B;5Ox*r
z=Ni##Tru=7+bRjdYO*d%qqVbinl4RF8J`z@Kb8AQg|?<tnMbnHa)m}-Cid_%j<RgC
zz?O%!$xMnstJ^^T6Er(oO6MfgsQ!xWyh6UU6fc6@%bwvgy9bPmOJ<V-UGJra60Sz&
z?h6>3a<wku{74M!7xjm_v*KH*x>V2nS3hNJe@ckhGT`ZMA@4PQ=X;BZlKliOn~P5~
z3NrZh%Ni>?of$XIY>h?z84pNmN5|7Jz!K_n{GQ0?t!nY{!k70RUp*;lFIwJv@pTK|
zUXKj8)UhW+L)FHjn#^HgDw{zgst$gyS%^p#a0l#AZ($wW<sk5)B3#7{PWTR%z7)!M
zhyV1PuqA}7r+Tv`#nXk4;9d!i`u=`?8D$$}gPDOZUjDAX|LL|3*Z+27>U-)dGHrBd
z6|1NrYl#D4H!y{7x%ReuvtS5TGcF?PmlHJs@*kkz>6P3fB8+Adj-kL<0=;TxUVxyo
z&~H^&))5GDv54#VV5yM>wTJ6`;6SPs-vY<tI9Pq4qB~yu)4IGXJ67G7JRN&UFaNS8
z!2y|S1h<d&Gx7`i2(yp$#lVe?eN1Po+^eg&MVurDgrV8Gb8Ak140JDj_GSNueNTlq
z_{*nPygGB~oLBXBy#Vj)o421k-1NuAXLc)ElX=zBKZk2YjL9s?Ye6mJQ#TfTU_y_0
zf{FP6t|>Rt(OhHnZ@Imtre65qG_P{xc*OIK@DOd?b=L{WjSyG61iluIdp@1ec)Lma
zE?vKBRY@7Gw`&W<c;fWKx{{zF_}4jRSLy^AJ!f?{hKk&b`Xf!HZfd%BwnC-e=iLP^
zM9XL|jT2mys%EKM;ATNbnAov(0LB+tbE|kXom}^dFm9btT+w7l@<9d4?F3VJf_AMl
zcr&4|D6RzHBT|!vH9DZ%b$0&S7G4z_WS#go^%)c?AyP}k0bEDX;a}(_);M6qbe2sG
zf{=bj%zRl;{u1Wfo!~JY%TSA7MIs~UuOQs!i2^^MU+Tz$QG?+C6P=&uQ1tuNYs&xh
zUhn%)@8iAy^#0uN>=pZ$pV0e1m6w06*jn{&|BtQ4KM}XVWIJ`Q3$EXN$@OKa689Z4
zhuF)6feVVVq>w%DQR(PhN<;$JLchQXa~H{xUk%Km4EiEYT7GunZnRVp?BnH<*5$5E
z97urI5mAzX`{MDM+TE=`dSOK-#}J&koCm!F#cozi`GMHSz@-q;(23$I(Ef;t)}{8t
zDO5^@cEut!$1ZyIW^Nh%@SW@8<mPtbAk3MOWR;2`ODz{xJ)tR+(-3dvm6J&|mp&f8
zt{~&XN!={}v!mToC$Vc1!89DE8j-P*zbkD2)3g5ipC0}4&mCJ0PHvry$N%&4{Lh$o
zii0nY6zxj!7_&$_dgRu1f`ASxr3BHU)5DBc>jOF}@y_m2mVJ&TZq6578VhrbZ(l}r
z>VeCO7)&VqQ7z57c*zG7`CDSZ)cjQZYze~l!JO}<$_GyhuwD;qvVB^o(KGnC#?i0!
zeIa9UUrZjjzle;3he-y7+KoPxI1Gvuyih;q#wfA20&mC-nwi-=@#3ceT!zTHKupB!
zyjfhzMfkP2<ck+2u3Ox7=OeHl%A20QsFOApSlsaH8VZj~{%|CMvhl!4=GV3(ROT(g
zgT;P}X<8jGdyz=&D^@kAV^%P*b=>ShrJ|Mi)v6@mPEf!k{z-7?v16(sFE0w;GN=Jg
zwN$MnB#q9TeBs#e{K~2uIeaYMwX@BYlrwN%KI{b=<+I7Y$Qw4(wB4#|nfxJyNyC#h
z=Z0$PF?GRkq5O*998p#}B<S|)j`VveuIUr+ean`UdelpTURLqQ*-kIfixQnnlgK7J
z|NU~lmU<$ysQOdT@naX<b!Drh5l**{5wSSkdfq+mA7gCce(SFSX>~>G$*vl~g1ATV
zSYCE|%GQjb*dK(Gs`lhFTsNmsQyQ`bl`exRA;)>*s%8*WKov5#oFbQm%t?W6p~=sE
zvA#~0d12bqjs0_&>%x+B(DVJG<nPlJYQ${A9iZ5&6QN5UCHwNOI9;^RY{5VcU9vrk
zRqOxN9z$pFxQ$^n7_ARi5`}*&oE2s_aFjVV33vCDSf}vU1N>1UMv%U4&rs6rpA`v2
z`^|A_^DNi=0~PzO%S50mN|Wa#YT;(dva0jSJoCHaQlbObK$<LP2%rxIgi!T(3aFoT
z>Z6y+0e6{7eYlAr{k30>McSoo7nMpMj6^q4E-~fL-?m?>B_7n2@)`MX3du=GYl<Vj
zl=US%QQ#tCYpAvR&nJA=)Du)v(}T;^f6nE6I@KmkXmQOB?r%N)SmPq#rKpDzm~L0f
zc=Tm*-tg7G@9vPqJG>opIFl96@Ke_KnnGI^8<y(r-9ihh4;A0YvHG3|=n$@ct?D&l
z#>oCT+l~eomV{eFoi4{ED7uf%(Vk`fg7JysZSh6VELeZU;UmZ~{asUpsXCeZAoa>x
zD}?&`aEPXy=yU@iJvfR8a&8=2wSPu3@dwnW7}Z7A#+aB0FqHH^i;B&|qhDF|?CtK3
zHid(y=+ku}H-aA|5I#rI&d<Ou5KU!&AL)6U|KVhdO^ohJ&5depKt4|hzhT-x7}CR#
zOF7G4=>`}#*SAjszgbDPYvdIRr9bzm#Uhg!)HtiYnn+fyCAtrb?zV=89tV0bLK@L0
zUk;M65rK_YurnNA$-pC84Z}4iL|38}R@R->bWbI4?PgGr*@gYu;>itfx%^_85Kb8&
zJa<`B_#FX*!7G|0N18|DKpB@1|5^avA8I%W^2X|iolu5-Nu_U07x$CAvQ7{qDv^Wy
zt;uXpJ~4KZMwZOZ))NT_{QU=JC2tSvwAy8LN#tU3{^I6^2w?c!(3BJ17Xw8**h5Yk
zS~!>=@YkFlrSICiDtXKC2)jD`cxAh|>lNZPwxuZU&Y76}R9^%_iBm~td_AYif=R*~
zJ46qFjbD@k+56y%bmZlHI6Hy#g~sh-?4A;g$~3y(AsS;(SqLot52cKAi!T7f>Mr7^
z(>)#`5;gqWJJ-9CsPe}xf|5(~g*Ut~@u!DJstA^{jl|Su@UIS^aUW})>Fpf?qo|3Z
z@uv<@!{<4@ye&y8*Anw-M@ZMY+)<P;J&@qeX{3Plx#HfxlG%KwoQFLSR7G^DED5$a
zcU!r0wV}sm|97`bZ8FU+yvE%F^rPy@U&QjPHDYZ{ENa$i#kybpqtwV^btl&&ichUB
z3{HCV<=_%`duH`+CB9|$E$-0q<i={Ysip{AVphj{W(7;}fTNZo(!l}g`dLR3afZ{J
zvn2`dniaFP)#X)s>#q+OR_vc!?7({Zc~MSI>63^gEuEk`J)IyOt*4PH>SWdB!_Lg6
zCAI1Ht|_uSLObY-pQSbNW@N3CdQCVrVbq$#r+y$FORP!Nbenm|*~jKomVwH{VO9#$
z$aY?)xUd&}oE%4g6gzp~H7UNQS3!)3sQrCV2x>Dv5f*hMO#G0Rl_(a-RP2Q2Oare2
ztZM#G7wQ_cuv2Uq*RSb!65jTkP`ypN=F2cJP~663@7&rntetj*_pK^Y6ZiG}@u%Y|
zee<_2o9cL{^Lec97@Mzh39P1QAasuT1|z9kqHR;#q#%o)-(dZUY<ewBN}Fu3-rVDV
zLAgIQj`~>>KJqL51WTS)R@zp!<n@fUF%JYpsWi$n>>44USU%pC-mFL)ok-Rkpfv-y
zVBLRuV*^A~z><`B>p#8ZPUrzz?r~vK(msqoT4SEUtp%qGr;D=YxUzdjTKzU+WRLSs
zWjLNxmb#`~D^s=NiXC<OBkMYC3Jm!dJtjt{=I<RRmFu!$-t5h2lDm^Fx2jQ8CzF2&
zn(0@nNt?Hq45Hj_wIrsNRZox>B=X+}z9<18qy?=J7AdDd@X70l_?|u$0N|q#CFrt}
z?0wg`8$BVts`Y`UUi2qJwcUJjV*A8858h9f3;s~OkZfdDZcp=J9>S!Xfx`^+@l%hj
zI!JWt*-{tloO>iH&KlIqcTZzxl;TdM3d-g{)k3Fqo<1q%=>&VyLCg!8h|g;1o;Fj7
z9r-b6q&4OXn`rhhu;e(!a5Pb~kwDVL6Xw+JPMyzjWUWXH(VPpX+=ySCsVyr=I~?}&
z&f_s*ZB3O`r?MrkjYzH|B;9cRyUJG&^XBRP6N1z2jU%aolNi;If}?i3#FOt?V)$?$
zk62GR(pUrTx~*V8X`~uF6jEbDR7z;S>hboi42~E9=6ic`Don-xm>veZBNyp69WRy*
z^wzOeSuPIxyQdPGOb{e02rppCIIgeVlHAOOsEUWPb1t$i93fB;(7zYb@mz?{&VgeH
zUr|{5OSxlKiLR3eYGOVnc@}wQ*i&%Z5GJS_EcfYzZQPd?v0^?Mh@izG6%XK7&|bH=
zsqFWn<Pzdn{QjUBqFvRr^Adv?_1!RQiD71aeoGP2?+-uSpzF_C;*IlVO^A?I_1l?a
z;eKk`{K)AiZhkc^C`g>7RIA+Y^&F5+C$uC2p%Pe~yJmJ@a+6v)0*j5KxGj?8si$km
z$%CkfNenC|KflQZ@q~89NuUni30{dS5^w)7PH<f?j(yEH@rtnj(EqdP2ql7zyuYZU
zikM~SETu8&rDFlH%Ll^RE!0?lz@wk@>#Fl4$^(RVh^EM+55Ah<&Trp88h9|V@^6O~
zA4@0TGeoWi-qJ*<)-7WK@rSXbAuGA@(d8E{zW@H(1x}YI5q4d7BIf!lK8m-F?GO2o
zvhWEvR}tdrUK;7&x>GoJ=#5k%4OF5rE8L9Qsz1)eywb@bSL0LvKn2CGZCtjE`$~*F
z^w6-L{v<!YlNc^`pK(+cr^dNOwm-wCpDk`d1WWzT)YcMz&RrCr70rH+YaYJqdjdfV
zc`VT&`sG#>M<IQ!+Vi=kGt_lb-jD&7hPmmpOK|w=O7@>%Vx%Ytd@wddndhPv8LI<F
zD9s`LnkmT~x~?g%Bh+uC{jIupKr$J3v{Yl9F=@ItiileG`1$MVWLZUg$q=JM!%nIz
zHsMz5oLMx*;d3soUE$IZ#Ce%&dU{?HW0_3t&faiS7_&o@P}OXl0mib5f)OPVKmU1{
ztxOXi_FH)i-@v<pq}njD4pBt!MA1g{s(Jxu1wuHlgOzh?@Z$Yn%BVSKKlsam;e=51
zCwKzP^ugGr4}rP&=EG?aZqh9-BlK$cOun6HKaS>8FRowMOqcxa70zLp<+MHF&0+Ov
z=jHCgk(w&Ye%%5E<ntX;y2Z)V{f~men25u{N5FX^C*on)^L1>$P3GNH4iQ-c>-`ov
zuROvbT9@DzMk&VFUmlodJ7%(o>@OUVH4MzLKWtCCHqjk)ddWA$V0+<zdXFcO$L%z+
z8suikR|FbH(uqa|iCWz2DLNFQUNJ?+L^}Tb*N5hw^+ZW{KH9CNG-#+-gcP42qLU-M
z*qs#yyv5r9MdU9$$*Z8_XJ@t9o|QDqo9#Wn>K1IHb99wKXrmyM3!#twCLB#L#Y8*m
zaJnf|QQr1L$0mnwsjjSi^5WI&gWF$Xw3~lg{(EeC^Wv2#Im#R3^Ve%WN?T)u`I93d
zguDq=R9C>g^}+q-sbE^}%GFX0n$^c>L&M3&v@0YL!=w8sJK*3OdLwR0(pwVAM;Eag
zLrR9YxJhf(fTD2;X1dK2P9+PSF6u`xr2GBBu?J9?6H*d#jnLk*!cBQb`ydj=;n8F4
zG)@p|Cn_HH@yTa<32|rk%kF0h287`DZ&n{jwrC9>?^t=M`_dm<H%b2OQ?1bY8#(OK
z6WB55EPfMgV}1^R8|wW{T<D!T)fCXVU(&Jpc!TK9SNR}8^_U9ZYLq@`Hy$=m$pur$
z$+rmo)p8<vl$TOZ8+(urmc@uNILv(M3iI(_{G?*AkpCPMk`zwOzoSdpe{P}+h!J+8
z(>E(#G}wUM;Zi&ex|{g~H;F9xDu69~NGMc9(y@Cpf$mr*df@iXouY`C-B4rn${8y{
zsyX-n@0O<GSf^702N{1eu!U@Pu!9*UNN;k1Y3ea9A<BmY3T*gy9o#0SQz7}(oY_U)
z*c-O08E1of4hOsgM5a9q5czZL$a7GH(x_Pdlg%L@C>*B~r4Ml2$J5S@%7U1jwk*6`
z|Dt&n->TQD-r72gq@99^graul!=y{{PauPc*4cgIY-vrkPnC?<<6VF+?%Gd@i*pgV
zsY*<QEsy-qoKVIcc@nx<{cS8XMIaEcIW5i4OQeucIPY^$U0G|*2r0WuE)x|OO1Pd{
zQjKmU8lNThrLN5PZy5;Q7fi!2Yksd2N}=)OX@z3Un=c}oo){F)d(CT*8-o+m8+6t*
z3f&(~a6azqMBy)za_yY>NZrcot4%D8@p)$}40a!~i(kclIcCtP3(>zzp#ZCn(`0R6
z6AzBM&Q_<v1VIhsd{M<$L3Aa*?8+C|t<>^A77{&w=WeXG6Haa>QRO!07=~xTN57~&
zJ7Z|h=}F@ZSacT9K4JG%*F9>Sq0^+mA^2b`8S91|Kr_|cGST_pL(0)EaFt=3e2Rm6
z^e{F#zqH9oCHZqAG^~?U%Aqw}hPrL|(mq~vKefULcxy|`=|$bVe9_l)2;-Zp!MjMB
z2odS>?6e?v%r<2)vw?dkKO27_F#PP_#doX3>Gx*ZKXR(`-}gN@&9%yZnXqo?xK(ON
zgjhD5DbTtE_6~&hrtb(E5!b57!i13A>G0Oz$ibAfnalC0iT0QCyvVrCUWny8KlcSK
z%R<=JDTXNw8s!w3m?9uq2ZO8W<j<1czH0WDEU&O>w=QmMiA_~42?c-oFz8rl*rLHX
zcae8lE~UIBUz3N11^}?+8XCSp#IQx=9=e^6eDB0a>Y4OtDStch)_Xala=A+X%x`}a
z2Y`vU9yz#<E%Z3w1HNk4u8`CsWz53Xi)`T(7<?WeFf%7^!hBErUT-WaxHIdnvBvoB
zn3+?E-j{uvqI^kUuy)GjHMoe|sG|f;kPjLWunM-K>x}jTd8%$sy?c-rvXCH^8c<wi
z8mq6C1=z>G;=WBqa!-h=Ts1cIPoq_5T$eo|pf=rT)ya*(#Px=bqNl$5TY7_o0=q>n
z0@$TF6wQ9I$S@}xRks9#%8)oes29<9f7|R=&)34}B$g44>UXK)ZPA1ach43I6>T|F
zcdR+f!~SKjWVDI#M_5JF!gLp0qK;z-Vsdo1&z!EZmzAP~wFzQw22-Z7*y@W)c<{qw
z<u&?hJ>cZEL;N1hOO9MrG@Zi^5~5RrSOPhp*%-nH%TmXK;qanrzs?b`_j5u39yQRd
z;%eDQgtB;guCcmqgqYaUu=2AgUyJ5NaqD9BzGF_Xn|cpF_F4IzzLH39?tgMt2x166
zxXrnRQe{*-As%WGN$de}zKr9n?aXDA+K{<A(hq0hO!8D-hr!P15j0jsCFT-lb7d9s
zo|7MN`F8)O;pkb9=dV#c%~{<;-rR+3d}Pc=8O4+8^)urpN9}h~n_lG)LX<F*=ayf|
zQvYeiqFwge2cL;-FZXPm$OtYoi3I?HwQI8Hk#x5Mq9F9WCZMY8jX|bVwfzQ$Nv(&k
zWxM*PG)yO%2#{79PvDzyBb|uF`1G<6+z^9WSY#ZZ=74w4jo6+9=i+bShn?c4rb2^A
z|126Gtus#5ViM|zxA{W57ScP&+{TTY*y852FDep3%4#wur)#P!tVC1z&?lfuIOon$
zPK0)Y4<NdiZV=bgkiY0u7TKf<!4n9YI8$s}&cGQ->#?Yrl`I(_PNcRBPwBqPUr${g
z@2Na~InE%D0HLOPz95+nwu*|Rp%TUC+ehbCI)NLkDp?N}jT4m!W0ybpy><V(T!BfR
z4a0u;bm^{5%|ghOP!ky)Y>YKP>`+q^N*!-~-CD;Oh=7MSb|LYd-5pJ19PHp2I!3%;
zmvyq>dhRee-bt%EzSa%UfpvF=i+wgiNB93qz#Fh%G+R?jq9})Eeu>6J`*{rF4PJWF
z3YqPjl4LW;bagX#qwQi&*#${`G@N!T21en!RJ>X#N`CYqpU@hpnR1ExMgp8RZQR)d
zLlx*~Y+SxM*CS&kS4S#-PCcd+H>EC~mZ#Q`YumZx3R0UQtD2`wjYk5krO)m&aobT(
zrE{jd5aY6+f3vJU9d#zHA><6luYR3k4|k$SYgaXwte_-p6BiK*Arnxk*Z}KTTn-Qq
zpMNJ<pxC9@bw5jz>ZN-jF;rd5m*UDZ4O3aQX^AZ}yA2t^{nWN&=Va-&SgdXOlQDhX
z81B0pr1CFHhXK~68|~GrtkRo?+nbr?8E@#6Vu`-wZg4B25tXE(q?TslPyIj^+bggc
z-H)`e@ML9Wl<V1VVC}9w9!jRpXdjS!?w^+5D3kwQR8pk8#^6-~7ENWpi#3;13<dKY
zL&$63ZKQvwAdn0v$$%)xOtT^+gc!V6dA<NM;Occ`WM93D=ylJDuLRdPEdE6Che)3w
zRMa@tx>_Jiy(wNB*4+I+HurJ2xCuAN$Zl5j=9Zb@WBQp5D+MMr8mmftXdH6g(NRy*
z@Jvv=-0=00BI@KAT<fHRw0}}9`EK|6PcOD%qoE6<veJCZbi2!DF8(#Xh9L@h&cIMK
zg^MH+s4^N&&dW9LzD5j2iJ3B~`#TqRmYn4|(2_71-<<KSI458E1tC*RT#GN<LZ)p5
z<F)8hY^kRv<QNz(MrT=o%R0ii&6GC@X!wNha<P9xu{9(iJ3{z*DOk4|Nka+bZ%Wh7
zp++$Ecb}Gx;mUGJTZE|H#ta14Q?c$71G}-S;CkayH!9)I=T;8}HSBwB*cL}j!8~)k
z%;dO?E3=`~Kox4UCW7Hey7PmXF~N3Va$o5g5UC}8e4pwQ+?-5304^feo~gC8;57F@
zE%c33^?WF&Ai}8e%uF0W1oxJ?ltDpsFGwKe!Y*uMWKgL2gqa<0fUDO?`uFfRWckHZ
zp_k@&&Pe1whMP;i)o}Dj;{L$rUz(+TOV9jcUiROo?LHh}j3g{!kbeLLFgjM;I&i${
z5C4Hy@!1K#CxRyf>Tq%YMvQ;cP?Ydeg~R|#O%<v=C+aUTWPH8jvJ#xec3$6_q{`BB
z7ACCgdqjHfR}DD5gQ$&#P2}lFn#3~~DG<fMsBlF6T$KTFsDdlRN5;d(y9;PZ7BjyJ
zP`B^`Wd^gk)9G36Mn$hTeceGdiHyIw>hWJ|i{(too*~mDX!9D2M}fI)87U`!FuHmw
zCdflKjI(<tVnEeQ*utVJOZMvVkg2;3<2@|s_f`z*`K?<68|MqSzGWYR&T?tFaM<!+
zSt?oNsa)*{KOE36tmd%QuvLx_4|7SWf0@sVCt;KL+3rY>bT=Y%7VWwWsS$txlKXVg
z3#GwE;JM{GDPY5Rx%_f0eCllG=y^5)OCY#psY-@oI<4-3Bwt^&Rxy2D_TyBRFfzfa
zmyog8>)Bi|1I;zI_)c`(AzZh2D<+V0?cY2BB^R$~=c&KA<^eG<z}Sl4diZ>kuAtsd
zn%DaI@lwuh<Cx0q<{<_nUi^YvTyWEXU=>@&=uFzJL2jbG3L!^JJipx@2=1Rk$98&=
zCtu<2i-|GT6ro@Q=s4Cm;}&^t?mBd9MM4=Vv;kKZBQmb5Pfh*K-&)OU>phStXeP&g
znZ0p{S8x*-$_3$NfDOHKZ&}thvFX9$k*TROGN#ZN+VPAbCD#s+`oj~(E}!64tG+W-
zZb#YjV?~`o;13Zq2MOBytq9V2E@^HR%n1`Cg`Vym9XuxsJ<xRFg+Thfq5X1HFjfO6
z;C>0aCtayFYhK(Ug|_AnD7jqs;!#H5ks6>>h$(R9)|BZ0*w|t|HA!@vh@<8a5$ZPd
z+~G%{Fcmcx9-dew2n&^ESKllXNp}y(bBmGTRah+WE=cujph90UQU>NCOMvefJUcyr
zbI|s8ZY0cw)d<Q5jC4Nyl%Iv3kq8f@|MDNo?6jL@x6bo5&iui7Poo9!0dl#1#OYNd
zWzjRJ`S|_UyB@hnpS;|Ci!8~n#kY~>yr8BCBJt#ds$T+G!~?hma=ss*PpQAKE{=Uj
zf$D}MhfR!d6j6e~17WVU>0{*|YtRbaada-)#Dz_r@{jS0&{NnN(^Yb5hJu_)cqP$=
z4Aop*y40P=Fr*1^3ts)q?)<dj0I2P{hcg1pni2o0jjjyg1I&o)^@HE9*ma@`#0k|`
z{#2o<u#Lw;(JMKXEMq1?nsuKBHwt4+&izQt3ibuX#{Gb`;{{i+7}qtjLdx2uNqMQ7
zJ9x(|%_P?IE~YKkeA`f+do{0L;>dm3bq~~uHj&AJRfSb(TUvtacrppXfdkcd3OQ||
zivD}Ih;EUjGQ3k{*Uh3Sh-Pr{?30A|o#+j?oQ%cPeiTEJ0JVg$))L%@Ue}*fH67q$
zq4??%-{2$NwGDGcJ+VriR=`-O*lh!~e5`V;WA}&eUdpd#&m)+~vcY5EmFbVcjvwE@
zO;{}D+DuPgc$o_qZ3sfM+84>dZT}!ulX-Ugd${j`9W~sbUzMtyUXy}69l;KEpTRoR
z)i+b`?3qjQW=QQ-LcgDXLtjRjBv^5hJU8_BL7TQ9r;TL>>lBww*^9T%)&EnK{Lx9C
znpt45^~K?wv~;+U?&sF8NgogF5GbR&z?gPfF+3^-+qvVqS{gXCj^Tfn%k3k&h}+B4
zux)-q+o;c%ybD%dBSO7VLjFaG1Qv^$O09U&5js;cH3m)(g3#T&x&CkfImB?_r1LZY
zDsk^WB#RHu(7%eAExPFAxNawxZAQVznlp`&kpQ2U^!d@8kk@h`*jp2cC%Wt`858gv
zp)OFu%_kU@#2MnDsEp%!XFIOQPu!bRW6Q^)s5CjNp-c#mmE{^As<J)@m_+WV3nL!k
zVSLBBxb~Z!gbl03N4r`(#)vHsQhoc%TwO={33gUZl;fnaCWIF}wtsIYcy6Fkl2*y_
z1rIM9@G;ntI|60Y-y(870PmWtZM^^6p57SwpH4#;ojoIxt4se3Daulc8%us+ncC+L
zQ$)paHnd1bAs>qlyRgYCo>x~{%-Km_hnF<^FlRp%h;#<HN8aD40-a4Wuv2KnujL2?
z{JrFqvMwsMWQ3iv4*J4feS)I1jd2uVjAG_hO_2$C@=q5Q+b1qxB(rJa>NgluXT+;)
z;3uaUxhWXC4TYf>mXxnRI4TX+6yHzg%Fi@jV^6Z1O3@@(+K`!LW7lwyteTTkL6;tU
z^{1E9e8?^OHt47X=^N8WT=tCX^NASIXFm*?2>dmmscdca1D;@ya_f&h4S-4*5A83d
zC+uE&h1ddwa0(UHTBHTi>v=zi0}T|&C-TiajsYF1WR|(c#?Q#~;?MQ*7nbQ~wp_aX
z>K>|wg26EVC_CR#IE~rn(HD6jpE4hzwe^P4epRf6dlXzJG<L6(KmV-kU$Zgbn}#l<
zqRgx!!H@Z&v|!1ZTdb-Yx<aeXru)PJSED1%6-WzUC^p!bG@=8kKTeGF1ejL>%fn{s
zl(VZc)-<76BGdGb7j}i@6iJ2t6k}2`2Rt3H;q*8l)7zM&YJ?DoFSlP!d7W=#96yyP
zkOr-t3O+-jlB4C|M0+PoEjA?xb2kJ|Tq~3fU8r)E^1z|;;uUjXTc<v274&QoL|P3@
z#84a!0VeOt0&w+<gMB9#(Oe~waf>4i@7C5}_X;-<aj-2wM5JTNv%qmBQyf3HTE!`3
zIWW-yg+8OMZ&DH^uu>xGLo`-WY~T|dztPYcG_kAnG9!>f0E8((7+9=*n_;UrBA1B2
zwG#$Be4o#;h--nSVA2c{2FPH-(Ny*`zm8NZ^Nxt((ipX6lC0y(G^IlZA_(bH!X{q2
ztlPKiZj8z+v07jhefaJHY$(p|((P|8=o>rYogW;=RbftCUHdB_wdd|(L2ZvbA!5;m
z`bBp!tiVQ13EUWDKOPSPGE;$SC&fN&#NxeV`B*Fsa;tf3El5#5UkTDZZZzIT9ZM2g
zo?nA2-V_`oT19w#6<9XdME{dZL6Mb_vslL4a;Z>%eL}9ap8;)SNJ)5@@fj}5z3>U6
z#9V{>dtsf#VuHA~SW$vE!C#}7vD^@kn?gpQZrda2QrU>7PF0q~HbIx3QmNX(m@L{P
zTo{R3#y((wga$&przuJuM~r<pYF$5t7JnV;JF>hxY!$3bLt+7Pi)v&i$}&r~;+Vp@
z_MrNJXRZGw!I-ACHE7oIM4nZy5H`9W$;{s>N|sd$A10zFyEu(qx-CegH6H4#3chQ(
z<=<nT`g^-x7#kb1{y2~p*BVrlacwzfQ&akmBzw1f`swPHSEMA*cchSxuxJ8T=OzI-
z9x`edoJ=a3hHHJW#zcIEjtZx07307l*3A=c@y+vjKI$1ml40-S+MVZb#sy8gnI?WZ
z8STY`5qL~fW*MHcVDel8ywAPoELVwF{y<euhePA**Y7@~6wkU(taIS@gGPj08}g}F
z^4G#so(h%%qGa=^xI0@%SayhudR3#Q$(LGfE{yJuOlyf*@2vv>E>|M--e_fo%PLv{
z+G)oZEud&aB<pH#wqr&@B*!tOUmHdJSWL#hJ$yt>iFM6HjsjGn@HkD9$r8pz8~FjL
z*CM#C7EO1LkrS<y1f{rMBk%(T;ZyXILQPkPRq!FD){nlz$q2!$gmFtkl(+2pA>Fq2
zpUgqF!<u!NOXD4>!Tk>vHyia;hI&u+2h!{G>a7#%w<3D4w<dcIIDa{Av3xgpKOl<P
z`)75-{_`&O4Z7md`^i%yKf2D|F{(*;H@STP;r=5DLI>XbR<AOyPtcH)MVXn^6SF>+
zfkYxcSk^R+-3t?nEDWGdi6O)Tgh{u3uC)ipM-BFz*&Fb7#n74!4qNSvyxR9YM_Wn6
ze#m|sKXN|W-_$)MM<K1OWb#KCvJNI-Qh;2+%J3f8lO(WwpFp7|nFa5DGPtlD9KNDx
zD0{#bBQTmT%)v>VKh}DFNN?=bH%5~$INtGEr7r+gEyG}-mj7Uo6ood=WNke+5-*Xq
z_1`vxF)FjsOe@1<=7vD;M3q$0>l22r<v#yncY8)6We+U+{riE_GII@I0ozs}&#kPB
z(P)OME(uE<1sZN`B*Qmtw&t|hciztVfM5QB6kbe8*(F&ezpni{SUKO5|H(0<zuY%{
zG-a-)E<EA8+rp91u!-87`-TEXv<*LHTvy4Z*lu&}C>r;P&B|IGi4jXxjo?o2Rfyau
z#gF!~$QpM3fk4P3yq|)iG>lk$ZDv3-iRAU-?m4mfs!ks)jOQI&5~({=ck`~C$#Eyo
z*AQ652ZHQ1n`u~?J`gj;@Y%-`@Ic+-Cr9hr`6vJs9~>7#7<oEoBinn@;H2s7%@WN1
zRgWJTQ~LcfyT6K)l!qUGEqGEt2)X)2HYBzmFjuzOeW#F$hT1jqA+stw*6apVCJ52=
z_gk}y@uFFZFx?-RePnM}1wJ-o!;kcZsPo^q_WURhV{OWs<^GcX(Q~|i<N!en?XZcL
z1F0kQr<VQFtm5ABuwydwTQuGqgN})t5&gvAcJ(G+btD38yHX!M#|??q2SLz(O0f->
z2g#5ym#&dnfvvbm!P%;k)D3%ONjsjVwuH!D->>_tAUtshXYV`8fjHH!THO(0W{+hG
z<48=hV;IB88+8rX;)E`3;c&3N9c4Kpb}Kci_H>a*BsN<LnH7I*1jA1@$T35%LBhc-
zSyLuC3~9`UTe}860(ly=v(#P%{^(E=jnJ@oZ{C_BDl18FeXEe<tQ4ZbAAqAXzA*=F
z2WSPo4L!t2H>Ww3tp9k5Y3ms=ma26eB4rSL(Fhe|ZaStgwHW3|)fuiCidG{7+GrOa
z$%GGIhp<%Sup_$7w6a&i+kjHMUHEc+xbgfJnv0bZu*i~sl5jGn3{m-04ti2=SMcSo
zBlp?QX1Qm3OaV5=zX{=p{WFiXrj}fFv%+FJKPKJO{-1+c_MP^--4~CbdZ6z$d3u$F
zpu7Ak%nQ3~+cT11a2FvgLDHWZw^Zx)FT9RFHJC1%PWzJXcj~cq>WzH96D*Gg^(SKY
z`FTO@(Eu7*R&X2L-{j`EQ-0<1{*krP59ud5DvTJT*-$73#cmW8Q_M>&ia3Zw!mZ!g
za0@b=5_o%t{X$GR2$<+OLZFd;M(DgVR;({j-xo<9OcsPANgt!HFssd4<7qXDZ8aF@
zDVD!g<|S%`R>4Gk;KVxXeX84FG9}Pjbh;d1uOsYHy7<his#voVTafGfdZ!cSB&-_t
z?sYUwX>`m>4K#Lz7dmk`_Rf#UFo)~@RjZkG?fOjd3^p$9YMAd(&oB%oygEDQs%qLv
zj6BkG7w=ccO%U;}FkFM0uY6UcGfX3Qbn{8?h_scGFRa7I6g`ms{{2Vi+T4hSRYC!`
zR#1)k!n?iLWd%xDMVCt9Yg>bl_H?wBg;pTTqvg66u99l*dpQQ8y_mG|KHncqg9ZnD
z>$~|-u`wiv_3vxso1|mtuC>C4DL&`U4liRQJ+3lcSSl;NAM;#WN%BV)zl-+0%rro(
zkhBz;m+G1B6?EO3wPcGaK&;-VX^mN1`>$yWzHrf^MlsN@R;j^w(McWE?qWk9<5dA|
zqtz2i_4l`rao5ll^Z`R%_|BxJHQLQ}(VSpmYxW-QMKxJGS8vaJ+~Z9&z|x$)4pGxz
z;_iggl8YV&Y@~#I6W&iRLA<LuTd_`-rG%(t<TGs;3~pS{3wU1NFd?}aa5)_<i-i3v
z3Oi!vQgWfC<p?6bPJoq#IaN_&@^?k>7Ow_Q&;D<A?=tEr??E;9qxi3=^Gk0?lMy$t
zS2lM0Q1JoZx1C+RD?{1cja?%{V7<_=K7#1{oq+K!n{=%6-tkvB0H+O-NFAWj{^&Qh
z#;+z1Mn)9pM(_o`rn2E7rbG*w*U9sF{k(9R89`;-%6iMq7fCahQBI5;-1nQ?%Zgc9
z(45wl-Ru0@t6QFRxt#u9UwpB;EiNJCZ0Wrl=l3!ug*rE7tS92vljrcqx3&b|Yjca{
zaFwtA={eU!a`8{dEN=~%a60{P3#0D$U;lUFK*Fl~9>XvDnh#R;|Kg&nr18U3UP6lh
zG#?U>2G4LjY*LKi_&At-nv)*0@GR$)55&RT>`3Mco0m&N6(_xDR;zWR)cKklzT59<
zsdX=9fNT^v<snL|aN5b0Y%u<<)te6i(>@m2xwmieh;42?)~fy|v~|zl@aScvPq4i0
zpj=S*j`H(burY1^nZe<^$mU1k$4K4L{)vKFDAj}n1aRSJ>>I`>IIw6#<89_y*Xi2s
ztvQ|Np5&m$@@&e#^!<-anPUYOhVG=&BvUFPYh|fbWkhfFfIuj9OKcNtA;t`Zg;FrQ
zl1C8~*O<G<wfF0rBDA`}zI!jAd;W%>uEf}tdc4SLdOsYVOg-J!eW*J0QBz}mWSZlu
z)NZ|NP~(vP*Slh%=w=A|oM&R&?v8^a&G7&A#EtjNv1F5v`T|>f4kR(Idr0(~ylT=r
zxGZt@9Fz~yY3RmK-6=uR-!#AC;nNRIYS|nEQz1;mOBomgHrmUNy<^u9J)i#jmemSE
zz-<i@HXXC_ZP<cJ@X+Z0A4lgN&vgI)f0S~FBy@0yvf9Sz64FF$#5RZ7!C^y}u9Qu4
z%IYdn$)PBrZE_6l%#gOxLZx(|13RgW6j#Mu=-_Zg_4)1l`+tAzw%xYZ`}KT29{2mB
zz_9$a))Z3~*eI>d?m(Fnf@+AYqhwQf%+B($4TzwK>GWV-C;JB7M@m|g+TRH42S81l
zIy>{2mJnbXr-698=X~nz;Uk2KVf#~)q|LIh_-DMi?tg!IolZPICyAMkNqz@3S?L)=
zBhq$!qn6^ONTehnJ+iS(gYJKqQJJ%h9GYJcQpvhbps21YWT7JLgBzykysRjA$vl7i
zdJEe50<#ZO;L`!Z2y}11`4}N?J=RgMs1)%U`$wH~X?LaS-{X-oSS;5Wi<MIEyC690
zCBOU~JI|<>tS<g5rf04=cNo})EtGD0g5Q@?Z`ECNVog>26ZJx|B?#EmvOe2K-xg2x
zM?@dKTF8%I9MVTE-hkCig_PWp`Z-bquJ=jIMCCLGq=Qo|01)6HgbZ8wInIlv7US|X
znnQAg;p(rBc%0{Wd}813Z{{lWj8`bM-1@k^1w#+e=V0IYkG`ax6Gs?LN8-(MKF_`R
z`LD14jmHLC#y6JMLybSJdA_Ot*CF><h~;{~a^C{<=4oNi_hJp<CT~47-&s4t9q1XD
z#^!-`0+3*|rZg&WAJT?%LX)OF06)U*`X#0Cx!uO3Ol~O%Y?!Xo@LxDA#7@w}O{wK*
zZe~{<9KZ=AD<vHv!%-2GJg-JZ*-jKC&yjn5qX@ZmY34O(IWyw_!c9`1rFfb;R60sD
z=1`M3cQFd=UJOIY!YIUpO^s*wVh?If3PO!VOXQYAe;g^<_p$$}S0?nc1&ikO)_0;=
z8~=*iR#vzvuc8XZnr8w6pQtlgafnIkaVFipc$%IlX%s!3gqWx&yKj=J0C>C-<mkrk
zgDb)$($OXjh#Nzaobix5u11T(70C2`doK1!!v?)i?OR<FF#C7EPf*mHbnsp(`7N5Q
z#)J|}hyznpU5f8Y2a<_t&(GrpQ+L+pQ-SCGDGm|jRT+C)a(MObBT%8o_hH6O+x>?X
z71apf>Go+OLZnd0CY)uc(}4!O^g_85AmyNGjCWH(oltcmMe5RAuLWR}jEGmok*yRL
zFB;&fdF~m#5fk?ci`4=xab&ZfP2voWQF!h$cp+o?Km*$ai*2i@J2Qn}2x;dNz(r(2
zzq`N$(tk7K_A)eROJa_KaMKwpCk*c#G|N}lbyisPRDhazywU=di6=}J-FI02z3FTh
z-IKq@T%FLdsvny#eqg3MdIlHeu6_|&IdaUrgY{GJ*=iTl;XrNTJ5m0Q1_#6AYx*q;
zjrx_Wo0$-RFmH_-M9lA7GokpY4qH3p>-b=ccUaoGuWhj-Qf(4+dSg_f-SW}<MT293
z+j-cS8J=quSpC<0>%9<;UR<Ip7Sr`cdyV;$)VXMz4^UJk?n4E?L|s|}gEtceGQet{
zkEtk}7_Zvs176M)JT=Euth&6J(Q5A$X1#Z`mQ2=py?-=2>-T?7TT`l9_?7(rtc&Y>
zzeA#i*a8dsOLt9mU?SLQDyb<V9DUv{!BU8$C$Jhk++X;}rLIZM6-J-QZ^OSV?@a>P
zG;_&cPYT~K2$V)mSy;7#(xt?EjeR<rdu^<l2hi5Ksbpl>AD?4ETBTX|A7L!k1-a%%
za5{!16Hg*2uC)B76}FP6PeSIUdtjTf9XQ-m@id<T)S~@0u(F@;K5mcqINo@mY<LUY
z<s8_8<u`5|PuEeN|0bAwuqr2td+6MaUuCNS`W;qr6n%Z$bzGm>{Wz}gTX^#EEI)l`
z=)|AQYpEmApiLL3R*E6T?ggrCdbnJyK}+1!M;>`tP=Q(R(p_$~t_&9Z$z+MV0I)uG
z9XB1ayMOHTs}@EjC9JbiH)0B=8v)WqI@q75mFL(CdB(&PKvKF9#wuSQkc2@PBM0jZ
zFgORlT#Wykb?3RS3hIxs4!+zkvN_T39Ph%qgOi*eI&B<5sA}P+FL;R>BRg(#miI<B
zesIZm^h6fHYtL14*@7H8UtAps9wIzQP~gx*_%0gYG4y)yFTD3_v@b4?DIeMwjwXT=
z!x)T-WHIS;G{Giecr#UJzEdh!U!w8AQ^X@6H#%q+^9u0dzWv(=F1|xvpAlSeX;3(D
zw2P(!TAuiWF_BAnicLb+AXk-Gto9r)bNWDx8aR12@cY=`0m_vDRH*jva=<oGD+cA6
zti{Vei*s8TkBV$jpjFM6(Yv;%`fA;n`rhlTo+6dfo0z%-H0r&%{nMlf`_j#DpgviD
zgLDHTAPZ8$e&O{^vMTKxvh>+Bu}6wj<KUqyud<Ti{fkvg$T2~fWG5ddDX?qiAbwtD
z4Fz-bV)X&zG`t0i!b;FW3ffpXK_A@MIezi~(`n22Xuy`fHD&fx*e03d)GiGb`25w6
zib?Y&bQ<@6I+<-j80<!Q1zJM&onnzb@%mX}ja?x8S=gVD#i=RlbgU!K;@|iG)3M*d
z9c~eDnw*>oNstEolF`HYusEAVUXyS2lpy%GLq=<LcGH{8LFnhWq1Vm4y+rx|`}!0p
z8x1}!wJIu%m}%(8?+NZVV}gqETxyFlS%~a>D;h)o41jXYdN*Dk`MF=+8C4LucWk|>
zWWsW50!u5+@a2n39VGZW2P>xP_}9{8_t6sm5!tzuXL_~&-g$c2G|u<*6f;a)p$+B!
zY;i+k;zI_C8-#Uulm5sgle<fO+TRj<#G!Am-_3p3?O*-6aOM5Y>uU}mix-~;i94)N
zNiJDe0X-FARt3v(r$$KjB^CG?`b9>$4x^^&%k-m~9RO^g-%Cjeue#4Cj*5ukivK{w
z=BumqNqX!Ser?gQIBmGQ@iLW?*NLoy4Kl4ySt37Tw*`ewP_i<CSPzAu$Ce-H<4t`9
z=CL7{50~&eaR<U48fJ_g{EoX8h3^je*xRUJYO4?W$~TCeaa0$O_yYj0ozJ$E-}<o@
zMYaue?Ddbbc)rcvV8w4t{7;$n_`!+%)1-g5*}Tfrl3be)DP{Llx%>`aevsYadhvG}
z6}JgWg+A>Zk&Z&<@KU*q>vd}ut+<E4tP0cLzm<f@EQuXtD$p)>jXUZE9_~e4<HqAW
z#R5Qi?PrV#5)N$Q3F({YcO&qgT&HbX39?P5CCC8;as}pjju&k)TJO5TDZL9PYinz3
z8$|Qy$*4PXRQp>aCL88FZFh0_*(Hr%Q+C^$ti%P~YUSpA;oZJ(^u<>Nb69z{-E*zi
zvppMDZQt?isU=!dUbq!W1ZC9&1#E^e&m21g6@rw|%Z00)f;ta4<-_%w=DAEBpT+%~
zm-!*sD4|hfi7vg7nD7w`VX^|m--?roVfN?yA8I`C8QeG%OA*zw6+MKLM{XaDi2W{p
zELW^CUy;uP7t4YdQ0^~8kt--y9E%au`G(Y1`Z=tJOZ~g;*B-UqpPR@2_Ik0ctLPb0
z<HOj@)||~M<kz}(u6%d;`I6pwZMO8fbPK67paQBbcO%a%kz%P&ws3+vg{}?9#s8(M
z|Awjv*x%FI(HSg6f|TkpSOOpckRgd0)r2NK)W*BciVI*DDQ<c0{m`wHb=Zb=4kk=L
zIK>`;splc1jIo5-dUn?Dxo)e6MvL9=3BV=eh*_a+T`q4C`s;r>$Jq|jH>pkEs0-zF
zZc#gDOh%lDB4s2_y<vMUYx$s>%Z(D}>ce&C**8G1Go7`}^i-Au=&aqXYiuql_x{PE
zsyhOGLrbS7BpPQ?%G`?NCt8{^JN4v3D!>N;oQBO@w#zYHoA&3n3w8Y;J`O{EpOo&D
z{4~ko_Gs5acf$@Perzy`;s5>uabbsd%m`^Rf$r`9=>V_sHD?Uq!qGSwm`m$Xhq|dv
z?<r|kRq0R8J0M6Bt@(xKptCwBDkvJ6`<a&w8>x49_8j#gq=2~Dcn?%dVrDoNVqz2-
zT_3nARn{ZBuy8;tFThd_)0x@?W;F4d+TO8KumAr*XUuvC0`WT$00>6XN*lH265SyE
zKR22?N2Pz}7u9fi#3o9c89A1!;5j@#->+>~LgB?{Y=}vQrm&0o1{q^bJ}bw=FMSst
z+h}%juAJY<Au2TO)~r{feuMlo?R;g`rm4w_=)R3q{Jfk#Og>{(!*9ODGLC!rq%V$W
z!J~$C4d3;za`&1{X_OS@8?!Q4uKPJRlW0O#M+la}X{GY3@^`5z9aR)aC$owJs?wY)
zKIePqzuxZbxBms+M&_EgM@So)*It#kp=qE1v8B=+CX<Q)z!+l#Fr<0Az#|U7UH%b(
znr{J##4MR)!o_MNSX<!tWO5rGBqY_*4UB36|M*v@_i}b0vUuiv0Ss*gg@@C9wEMwz
zyv!+7a<198piSovPKw#>Kpz$kWEi8prRJhYNL)TqKULXSvvL8!jnje2>1#AbM5^JT
zP*=+S2CHPslV_%YP_8&%J0+_tB%&^%jizV<BlzXWepoq^3Lx!2gv}<IM*I;rP)u!~
zgVQpLxmaYP6T>#U@js^{Yd52ejUv!Q!zC+=ren$Ao9RpO*?ld{i)iFC(|HiUfn*Ds
zJkA1$pMj18bafp-HprHe56N7TB~8K5G%7s)f+(~^)gOnohYnYxS`X;(sVaz6ggQ<A
zY!Qk_we```TRx*FnA=O?f4y~q>P6OZeAxXpf3CGCFIU&~N4`g5-Wz1rvyzOcF4Ts5
zg<ujL_R=kBYarHDGTmX(9eIdHdVEX8A{w8SdTL3hu(urez;vNi8?D5d^ZjVZKi5ZI
zt$XEHIcHtD#~jX2@<Lk!9)oVpx~scE=+(3=-U$`qFVl{}@pbb&w?u>T8qKsJ%o<*@
z7HU=roLbUD7e>aOb*FXuBmQ2=2f9>5s>zn|)Q(kwAnuZRo~LFk+f_e{;;Hs$7HlDg
zIshl(<n(uWnVxi=YcEL`ZoDZyxH7k*w|Ytaa6BQ&Br9hiJLg06xfSUL-QCvLPQ0DG
z`O@M3DelwG4L|;dZHjtYd&lwQ_vHt_()(VLfo9seH@k&b-Unq!`aQXE+6VxQUx`{b
zJW?v&%*6_@a^B(yKM}+|S#|ZPWyt73$f>Q&tQSMLs<cWEaF9q#Ne9vu-h&TH2g>A=
zn#Ex$0-^U+P1zWzzrq6SL)k-R>#YT_vEWn9?UJ227a%+e3kYj*LZbv-HtFC)TCGS&
z%(Wc!l{l#R_m{$nf2CrPfA)M2yV@)q)3?WC{ro>UkvG!gB!3=u(sjb1g<hqNrQ@((
zE8X49tjn+mI0Fp~r~C8yTAQO&wz74&I}4c|Sy#75$(Jw6l?$DN*jhwNtzNTmd~oa3
zX?%-AA+(>TDXp)wjQf%e*W5u%2_U19#jQtc*W=n%1NUiBilVCd-%*iy*93&}HzXGy
z^mou%uE&mE=G3#lhhN#*c`i@?o1ZGH(C&)l=s{lpnUm7*3*p|OK_P1L2^H*W;9t#d
zu-c!ER_FGj_5AgUfLjtpVE!B;%qGC4jvgM_Gp?tlMjt|s4VKNe4*^e#^Z~~udbvi`
zceu^`yS@vdPu~9uggt6?Y3yF+b2PS?ZiOS1+0*`gfS|-_N>vOTC)OXmKPKe($@4q9
z*2_<Qzqa~|cy7-^R#QvbbW7fG0S4{mbW=o3JtaZ?Wr~Z$cRiK<5gH=75E>qn#;*7H
zbeRQRa3Z_Jb>HV_Vp$6n)|h|qU-8Wkwe_%UHyhtLPkWA$+BlVh`3k%il--ke9ji2>
z{XQHN(Kp|uUh?+~x;yh!GW2(Iz4n-H|C(Z-m2Wo|_0RP5&&Ily87=Yak9`lmFJG)#
z+#CfaR7+YbcWd8O98RH#biNmbjlg}-RFLh`m)2uwtejI;w|>wXStr5Z2*<ixLEKCW
znxm5dyp)*jx0*)Nb!eoU)6LoaA3>9Z2)Shp)p7>QzWTJun)$cqG6^>^BZHQ(1RP91
zZ7TuE7_UyVzl@>Lk@UXiE4J^iUHR<zxou>d`5%w-4)|R86!7fv>y%%OIiD|==jNTK
zuhmoH8rv{Tv(od7WxY~N{bvkKlbbtO${0ut8^swZ8tIl6Gi|EPX)*|oCih(l<-EfT
zd|+Efe-00a)un${#==ABpvU$qhB~<POAI!c00*Y!Nmxu!MKSLPEBLq|@OV+4<?04U
z7BXG9-ObVP<^k_ZKc4^ih8QdAHi%AiUU`Lcra?-j31F~cqBGA0623`y^+0GQ5CAd_
z`Fbv`lc*`a+<1FXts8o;Aw&_YIYh$I6zh~AQ~WTrf9NFdw1+6+lU+t_KOvIxY6xS*
zCVzeRmC#!Y#`-Iu>}p`5PgvP3qnrj}TL>ErZJlXMhud0?7t^QbT&BZHKvs4#$$=tx
zY~FImz(pq?P&#oHDiWf#{=#w_l7fcidiO=if>m1=51njCkv1gj-{)9}0za<ZvS%(E
z>z|jK&k8Z;l(I5cP^5uV^8Qi6R5g{2ye3q?-r4YvV*o4Fq3B5GQCuX$dbOWnS(Whe
zEj*mmn!~QE;5iJFKm<YdDy}{a+Z~fi>07h>49TxHMw=`&fSoAAhtAq#HDCa9Z|Dyd
zRkyUANJO9!q|b~Q)L|rzS$K)CjKi9UH^gc9^Vq5=r<-^WV(#7kBg##rk?g;I$2TxW
ziAS5h?P?th=7uAo(gQ$GqbXw$lEKsm0#Ly)`S}n_2QUWBax`V;H#_#jXnVP`;PejK
zN4&STZ&E62WVWyZ9+GljdcQ1Oeci)!_uJrYHGFLEhOo0iX9KQYJALVe?fK^q>Rgl`
zL!H8gykr!rSB35Rh&FI(eJN%GdSY9oR4X!xm)cS|y81~mpz;2!lJ7h8bW1*OT&yu&
zNzV#T5i})+%XV)=#)s~saJI%FM+p|==$F6~ns-013i^1A$UK0t6B>yy2;}+V{(7(@
z`{%FEpLBM5HCL2wAs(#E_hM0vayh@0k9Qd&?JPd7cFc|JA2yEq{2O*<U^#N>;3LaT
z(4zup-&hn<g1e3Uy4YKEp^@<NfexD8+f(W&F@l!!48w=8Qg=mm@}}fma1BMtj|yAR
z?`h_Op7uJCi5ZQ&z++CZEto<=|AmXawPzDHudb~(N1V5R?z^@;WJAgLuJk&xQh#GX
zd!=eCz1w|(F8X&!24JH_IJbL$(ZYuDJ>$jk1ONJ}DP~M7JM4v!LGrJdgA-xI>!B&w
zK>eMJT9Fsa;r+7lYg|!boo<3|65$uC!NK@=J=e)<0p8lliH{)`gCln8JlBAb=6cq!
z3@!Z<P5X^wfiCoQ_!ho%|7`FEs9*ytW@9&Gbkj1+!ULvHRs}&TqcNLsD<0Hr$bR<a
z#VKp-GZYtDIgR4=?`uLUY+=rFnuIzP=bgEzPNt%oI^--EH#SwYFgpxV_7V~c)C~k1
zQp(Nj{EEP^a`j~jiJ+!@*-oH_tr@mwTM^PL(!$XOX^7y;kc+zS&iVUXqdYOtIo7ti
z=7`~z?BAzXGP|JDEfG|FOcY_6pG>~l#Etp=b(u4gy-@R<*uqQRck=~)U!~4h_uc*6
zcl@|)r&PC<bsdy+$wUlB&83Fn-Ncg>sp~K+6!9`S`3>JG`_}*E^G-jZSYt5Z1mt<7
z%m7V^i!(xz9mVgp8I(xjdE?7QT1;o_Xo#ubx9xwd*|qzi!8d!S=X>@C2Rwas#P3qw
z_`wXF%3Tjef;J&Sk-SKAO-`lDN<JOmo*Qe3%zljFX=xf3z+EHoog3wKx1{xuQfuG$
z)RdiOtx4j%yYk830j@mdBTAD`*!oQNZs|W|hBe1lo%nVTQI5D`JHG#ggZbL0j|1ku
z{qe<d-Sg-B5A8u@WE8aAE&>-qUV4XzN5xlJdWVOi$G7EF<|`SIRY5l?MTKTkJ5qT2
zBmNZecq{u$Om|f(zjFjQd0^jhG`*_0U2<coT!i+}XVW5Oanx&Avx(9?XW^2_YSukc
z)ejyBb)c#aqGRK}TATu(N-@ZOdOcEcJF_w0;@Oeiy_8|s31{fEt9-wxktKnmUe8VU
z-}_*t)tyjDSeksAm}I(X8*XpdnD|=yD@h@)z<SEx$RQb#dt=)TQx}lp_|Y5pF!{qc
zALWG*SqtWudBFLVYg%W*v<7Fj1!k83Spfa!SZocv90zY+&6Bc0=l*#U2ZIrpXt-8(
z!c!<+-ox_#ce{BwvCRO`DCRM2wR=An{}|0`+93P!ZcQ!{TAS!(B8XSf&f~OHsq%2d
zMTbo-aa!46Aw~E?6~iT0UOQSwHKpyWWe>)NCMGNJ+>G1Gmz2~y=)OJlux6|bGt^jB
zR=m2C4jJBN+9hfrPp{7e%AH?JGz=MQ$dS&pfF$~@a3jA!?#^WOi3*^P;+K%!t*1Dx
z>ZKjbyRsj-h8n{?I>#<|U?xH#G*+&<HZU<$_zJ3v#AJ7jB&K#4u0F4lnzz2X5d#J<
zDA7d$?=OGt+OqS=<&D<<b^rX*?47Y>xq>JizcbVn7j6#TVqQGa%!2dvE~ne;g_Jws
z5F^J(HFHa=v#%ZAvpPLZJ<}j+zzJss+5WDb{L*PmX(@Uumvrr!KL&Mm-;c{0O*j&^
z0T~kZ^z=^0qdK$aWLIkX$dT1Kjg^Ju8x15a4`0>Kl(#U-I^s~td~TqvPvYUX365Rg
zNI(r4l@ukDbxp!iV(*a0m1XDmY&Y<^aP|J_2~Y|X|EQ(BDz``6eKf|swcbsg0Nys%
zmNbefr<bz!ErfW|^d0=nZBS~1Cl{>^ucX?A1*`2s4A$=UdOoy=datGKrIt^2A*^%8
zM=vfW!3Yf)&b7K7_F!^#*K)TIU|$iX^MqO*c2m0>ju?r;M;44s3S*$)$iiQu6~opR
zm+f@%^$0yd(XnC7*6GDjc-daMM1B_@k#hU?FM3BOi!&(*@%$K?3_88UE6ePvn3@I~
z`~LXrcff*BW_n=3R9s%ABmd9%`WL%hy|&b08bMCtqgK7@;HN-tM};-!Ygtl%9LiWC
zMj)%XJW6s$L?hOB?mmW9pR2Mm-0wQWqG~l9nd)^@{l^}_OCoYVD&`v=LoY^T{td2&
zxCkrENrA3HX6bn|oF)6ZV>x2iX}bB@N-xJxVSi4nEt+wYUG*Ao0=*@YqTt4%G1PCR
zH~XKH>7R6?Ft^4|({chAEOOrx{y)x*>lMIWnfGmROug{!$LTSiOI5CD6Y699RNBWx
z=?9IA%>p&&c=-`s^Mu8>PD><^Cbt}h#qhNg9J(np8-NFu;^-yqLaKuf^OgWC(!6=5
zrOTYN4|?$@?a4^&-mqx_^c(I094oisvq&<jd1FM_cV70C=E96;%PmkyX}x3gt)=H`
z?<-HA{8_nC_-g2}3hPh8P7yDyUU29zlNJ4BL*uaFEJr7nAEUzFZ2Ot(Yi)`AB^$zM
zgrR;42!+YTO3T2uX*3onxCXF$cUj+29{C+fRX_sACFIe4S2AZI48KW@i`GE&=I8U(
z0z~k%Ee&A6?x_=5=oR$SrF3VAzwJRin%Nsn?l~~ctb_{yg+~M<Cc(i3`jA{to|oUe
z>*oRh5XuTLbO4a_(T2eQKVnhZEv|i5k_o4QUG<Z@)8~O|!))iV@6eu(P1`ET8~XZe
z_3>Gk$(7~xku=C7U}EFl$))%MqaC|p{!y4`Qxq_vygUzl`(P1A=C=?SY91HO<TkTX
zig=6WTuOhDXL8Cq8I)PdYFAJR);Ol``+TPzD6;W!`3N7I%*4bxcdjIB&wWHV1{;Vp
zviL%G0DKfkj!>WfZH7rrw!5S9VNj+x_hO@Ak2*4|=xFUs22=hK0Khs|;2s4+8p7Kc
z7hkS?aMf>ceoxktO~&we3S1F>S86c>FCu){^{o+~*RaD7<_8P#JMYzv4I}=y?d%Sp
zLm4S57Mi4a+<_EZDB`GFHIEekbk?sDS>iH1Aa`b1EHIr-{A+~B-1HAHxkw8i6U)ct
zYKH_yzZ^Z*d1iPpH=#$%jI=m!(PkQwuDvvvX*b*EQM0@-Kyd8lAaR~B-&4=uNdIYe
zpIQBe4l@9z=AVZ;HGZ}C0&2o`*r)9-&X;)=Y{1~2!doChmIqFA*5ceB8FW`LPq>-p
zH4P*kg;^m=KnqO`!9G5Ytb@d$Lzq?PS9khjR=a+0(AvIpEyi)^l6;e_xWJUGhBTsy
zHVg&q9k}q|{)wh<D><)&*S3ymd~C3DU%YeI|C#mva7OSpdw;hL8C7IDwuNW$8eGY0
zFqN|^d<sTlX`UU@n-t^d-vK<oG8*%#MS1<rPZT2>Z+B0Zr9IR28^}mQ2^#Tp)G~NY
z9Vq=45)2xztgB}-_x}1!=*@ke?zl^BaGV7~V=v=6$6!`^{X5D}ezmUjdHm$P;kCOP
zcI9pNn_K1c)qXZ3=fNetW4mm&2N;wa=q%L)Jbs*Auy<9C%M?F3nj;8>{3U;Zb076N
zVe)@L;ApJ2G%xA3g*9zKJ%jh@cVJX%cne^s#a`QO^_m4Ik5g3|VYKin?@8Zhv{Ia1
zAYmLB7Y3X0Ray#d=8PT7Np-w@TK=LdFNQ?1KBdGff`#oMflvn*=dv(cFeCOpQ!}|-
zd^L$8en4?+G*ekk!i!M|m<`6064VS)CQ}a<ef&1czWqGq2bZ=gijsgU5s#dHy79+k
zGs&2GFZ(uYy>>}HlS*vuD)WB*N0YwW{JV>{JbktW$S%0^nXIO}BmFkWo85=N!(r1m
zqp(u#1un&iuv0o<LS3_!@ON!8wuzt&!WLtT^BO?lh=|=<P1SMg5r6}5)sKy<t~B}k
zSHAc~xbRPSJHYVnmu>NRv!hQOkqJKFsBd*W%)C5TUV?*>#^=vlthfOC1zxZL25r&#
zeDk+IpE>>v^WL^{HceVj2OyD==KjE_DC7hCd0<0mGr%vioX+ywIN0{*mv@9XDiR*r
zcKuH1TAa!+cr7a&I?XrQj#rL<2q@FjdE%^NnhzA%=d&E{zn0gxeQ+_QS@jZu!O;Y1
zdu)()4%a@a2<;V%_y?1n$ePOf1e|h_46ZxP2PgW@z@{eE+R7^g%8#cmwD+TPzrT{e
z7~@6Fo;82|cfc;obTIhRh3kE%6xv-UFNRCHPtir>G)U<5^H8NtN);Uhqn*3wpTyId
z=RG}8o#y~BN^3D%3$ysJWJ9?vt+|;xLVzlRz6nb>QSInkb&eHs2IJYfm1MLdzn0#;
zgZVpZfSfJtH%FRlh;H@%#?kIa-8`RtzkjLj$=+9K1{dNUhR*CzonGiV1HY6}E3OV;
z(len&6}WbK4$jhT43lvt*bo@#PW2Kx7+{p`=6Us&pyYV-Qd)T<%Q6SOy4){B3uVNz
z9xL6Y+&*l>yl6hGD6g;%3@M^E)~d+N*5<rNVd9?7kVVg|@Ps$zzWW0LF5G|f^|=@Y
z-+C^j_Qav6kSa}u9aCm?rpQt8E9(-PBWO8ox$SEv7US?}Fg9^4GwY?0F$M#JCN00*
z&5I^${o9#qLx_#Fn$o_5OuX%bNVEb<6EE2AK#{@#Pe^T3ruayJOD5!IBeh@U-|*tE
z&TmKeu30nstmehnUAF0;BfqymQY0d;iQ*{CNcs^T8ACVHQdC*M>yFodKDCJjcz93*
zef#r^4w@Tqn-fH=QZ5SjQr=Z~$Y9sE+aVQJdCw;e9dD!>yomup+|d>^t3k9yy=e7(
zNhvGO)2iOya<x71xk1PSud4@sqi(BL7~1iB<F1R>;D7x@9r(rmpUzLc1O9EP-+V29
z5_f2+uJWVKj5FQvQ{p$1cA`IsRKd~Qvgy%p&)E<Y9L~#{atZ?Hxp+3|Gs?jB_cOX;
zxsds*0}6bI(4yfAm9_i(3uiH_eOwhodcxlVrUV*c!`mikbDp^C((k67GG3vX$etDC
zfT>QE|A837qh_LT9qBDtUNds)B@!*2N`kxRi=;AEV$w;`_vk6wy^t~FM$AWe3g`E?
z+}S=9n3ecxYLqP4t0OY9kIr_M-lH6C7|Yf$+Z6pQek5rdo7=qnkK4<rptO9i@d6~_
zQcEUy=hrVsJ#*iA6pQ(k9UE`@v-+@}nov_sadcqSRAr#G2clEDf29RtEEZSIE3poM
zK|5+n#P)XtG{p!>n!b6`E(s(o)etzrRe^F(r#dc&?T|P;Mbb_(%<`>%NscuEtJ5lc
zgid@`D@6o(IBQWbe6sI$m?(H$vxU%Nz_ZAtfdhL#ef%q>h<s*m(q=*&8;?h-ApCmK
zEM`Syak)8LJhkm<*TDSTfshp!_g_vWcQDdHrl7+5getwmU#B7I#ENK@zSGZpPd5i`
zG1GXLZTvbhcXwrG^Yaq7aK%s&;i%wcEYAk(unG2Sh+lQ)^WY5>ZT^Lt8|s9ZKC_vd
z^Ur%!Tg7A7)~(|zuzsGGR?=*QdIeBy!br`Rd!+*)6R$7nPY9Ek8;QY*DLrEO$`!9t
zsd}**qm7kTd>o^;sp628ex|ItLYl@(Q<M1AoPYG9i+jFr;owzua5BH!k>%EeZ$%SE
zh;!bF-3QLG>*KKUewHN?nz5A7lCH@B@hjnq5@}HtI3Xf5B7_Vgr=;3EJozgw5POJ|
zsRB~?yps$WMHCT}1lGj!(v{n~*{?%kGehp~E!%T*%bXhO8?@l4x}tIhoho1G%8?Bu
zC~x{vP^8CDT9=G!!qc+IS2g<<ZauyF+AG;h0qe4Mt7>VwwvIU4`Tas$M{T-d4S`gU
zTN4qnc!NU`Z%#oNkZ7K=q@PzCfVvI_|9IE6$fA}7p&4D1Vo;OQ@qg9xwL2MicZ92s
z@7<~48MSWGoGDIJeQ2_Y>*jxYM;Tz%wex4vQl?@u&oJ^m&s^~lfqriWId|L}Pu-M2
zsP1lL)T+Euk$kIdT&xIxJjy%b^v+9oiNr!x4L1S3rYu)Pl7^f2;c*K-9!??;Q(45y
z|8x+@iGesDAU8VwLs&nJcx)_s`ji@#qme1!JL+MD3g_G5m>KUGnPR24q~W-v0Gv}x
zqWn*XlkN}ci8;aQ=w_L#o}p^NA2wDD54U?RU$wW4eW`yP{no?mWNwk@l+oTp9R%LH
zPN{GKQrX|_A5O~pPeZntk+AbHMMsqF<CDp=R`dJP0=vVC<TN3j{%J%~Wqk_iVmTis
zih{$@BK*aJzfKs(ZRM9%f%Cf*-U_>C+urevjgZuS@-B^vf0_d_t2+3ogw6ioAD}5S
zc5s(3P@NAD-lNF+RXfKr%kyY@)BX{p&$U?hSCOCs1B=n{eP}-Uqz!kytAK6({bpFj
z{fRL5N2UT4vId^wqth^<kbJe<6Y5k@*-y7pqsWQDl-KDZxp=$=Hp;@3Za(b{&1?8n
zJ}1|kN@v?76luLYcV<A!d{_-dyYc(HmE`KBj`M?r3OP66Ee+;O@u5T~42G_4Cr7$1
zED^rOgwRJTyY7&6Jr}IT&d9YEwP%5Vp3jJot%>c7YOKqk`}5_KWiy?<#9DD-G%0gW
zT1)qoaU{E2+mEy;V2JBJB(_HvFF5Z@704hY)UV4`y9B(1k8FlmktUYkjh@EiQbbD5
z;FslJ!mpz?nR8;>boW`vlT{^aVzqM5i7WZ=<a8!<c}sedE|TKf#TW*mT6V4U%GoF&
z5<ST^?TVv@u|gnpKxwb_UvFUQ^p1^~jyOE(`DvH7ytaoNBAp1Z4J#$OkAL((757wQ
z@iFu-ypXo2eVG_q<=LN=&SM=Oq4kWL0LY`A`UQidB8Rr(GX&zQr7G}I7jR(rV_}7p
z>%TsM0aXtjj&}U#HcNe}wqh3I_y>mxX19>#{rA5xX-*G*<=~em)(l)GAu(@K>OmZp
ziR6$Wa)hKT{o+37*7ng&369YxCxpAJ$dz1<i|lU5#@cJw|EF`p{>iUrdp=)nY#D62
z(HRe!iJpn<C)4ZOMn~GDm22v=<Je=_f-DS9jh%7tr+w(eWhV<{SvN7?NL%PwXw6g>
z9uj)BD%-a&F<UxD4XY3ijX05=rY3*$Di*LO#i_$p2T44VX3AO7LC{!ZU2(C3d3VHJ
zyj<ZBA0zWQb>hR;do7TURA+k-q<w5D)U!8%txj}opn1~0&??kx;3l%IQ})Nsl@iD)
z`KfA=q;3L{a(9F>-%*4^k4|x$_$1J*FgRP1H#8ERs8kDB@EP}IlBRUp|C2g%*9Z~^
zA)Jw14rf(>dAJo<3{G3f?|sMCj&zPm>+-#Ni;ulad=4v46Cy(h;UyE+Ctsg_Hqu}4
zeWS$r2tSmn7j>M^!SA@zQ>4{B!A5<u!UX3xxOzQkC2_W5Y%G3Ha?)198MOD5!y;_h
zzLZ-{*vNnK4`4Q7MxS$L6(vv&eK@T?u5X#2>Asb)<!|C-Rl2FZq(ixq;%YUKB5WzF
zPNy@fs358lC9$fYe8n`6>&O^OP}Y&)-=MNf>H5JKgd`)kp@{-fgrTbl{nPo~jItBr
z?hJCHI-J7eWwg9f9G<gqciDTA71;AR4j!Iz&sWjUP(%^&N4jqN<sF%!MS2T9xGPTO
zk%-7a*4F7;)TN5e21(me8wbei<<Rd^qFzxY(|%s^A2y-yjT*!wH(4L$-z_rAVS<Ja
zxt0hEiN=X^Q7DEnmTp9-&fq~JZr$R2R&N+SGC+~oIdPBH2p^Sr##<UK7jBSQ{L28n
zGt7Q~fYmv->EUO6uRXK0>SlSp$qw@zN_Y4uR>e`-w4hG03ftVEU}=B!oGRq-50v0J
z8s5_L-~DDL=lB6EJi4gLQ=?`lhO>&0%efOSP>zfe8j6}^9~ZNKE$oy1nlOx@D0pm=
zpj6RaSku@->hBoELmnn;Bl_$=*St$C2;GcTtdn!IL?*)^gSBt*z_h~9>UXNRbO<Q<
z2qb|eQN^TF^nng3ZiVsi6i6Gi8a~T10)VK8tuO-s=M_@AlL@US@>{HF_Z(CxpaB@P
zNAV96wT(MW`}dUlvn<!0m3iAWB`kgv>e^t$$i^Ak8uBoqV6c%1+<(zO3bxcqW7Y%0
zL5=hlA|}@e!kOK3;r5PIzcW+LMeNzJKb}90o1Rt5ug9dNYfj~B89CfjD|sLhwo9ft
zS;a3~L=sQdHRShiPGBfU_sX$yyf99Y)O@D(KMH%i1C$IxE8gWrO0g}s>3bFgm`xi(
z_!9JZEz`r~e%Qc6Q-&2=Jp}^}#~!-7ze2MiKz%8ZVP2gr9wi@BCprL~*di$g>-DYN
zKZi%*H#T6jt*S%SMceS$`LO`<wq?H`yk+!sZnXxUGc3;n__v-@{hoVwElmtXO3t}j
zux|cYFP!47*Rx&Ed9yAP1U@cf`1EROfzf~CScbvaoZg~~m+m%kJrXR#l}hD^ooO~%
zdsbqsC&|@~0&41gytAYJN;5Xg)_~Nm0VEjI6Hc3me~=!#O_#LGK02-I{BB4}6&KnA
zQiMfC)XwvbV(AL_P;k2W<@E6tel$jEJO}z*YLh0Adp2Iv){a(KPjhJnx$hPqUE}%6
z!US8qDFqW}dm>2cRj`#z30^j+j_F{%PbTyIOoW3i<T82bcyTiJWxMth2R5m7rM5n&
zH%SBs=EJN7CMOn`RVRzUSOgXonZ!rEmR9ik_E;Vmy&G8=g)$R%GJ(KGT$a-Zt3^o_
zA9Z!({HeXpB8XhLRU%wSgwFgP|0Tk&C_jy~z_$2fOSXE(@gVwZh}1rSC>}F9?c70F
z?vI+;du)_E<0l!Yts3J3n_@ae5!y$ta0DNM*X4Iqou+zDUl+O$Hzgu(v@$csPH;${
zj<;yR(Wnnaa_m|Q_4;irK|?ES17<M${Djcb1LCex`vew77MAOxF6jfd7fsy=G`1vl
z4t1`)>XeBe?~Sk09I;1&<J0>sh&WjzoOJjD7QOywlgWks#2?hp#;4Wb;n~G_7cG$!
zMAE#C6Ei-2q?jdoSh7EaEijsKmcK$<|I1d^Rq=YIW-9tgW)mCIH67eQ`SeyWo@>*Q
zZTu{QAvoo+U&_;z#Xib(Zrd?RZhY5tf^NCq%WrWk<ztB2uXk#6wH*Wv8gQ+MJ?*jT
z?efW?F!fb$dF$N8*Hr~09H75`OVOFeZ_kn4wDWf`^h{FvK~Yf^qgxxTVe!dVAK#VV
zh@fhq|L}Aj{;YSSTLOVzv|B8UD`DZwV&8IEVj#bAQ8R0~w@)6swN)fny*d0E1)u-7
zn38QdUboEGsFt>!<l(KBi)~E+8<@<@sJOD22n2!>b@0);L9f34qW3e&`r2EB^<CD=
zUl02{fzu`wEs;@`?+B1rCodVHRfBZg+FVs&xeY2sED{&Olaca){Kw*POg$<Y;x%v?
zUW#d#2|D$(&$(PQ9sca}$Iel2_e(hVI+uo!4nr7zkbIMOcA+#jB7NzAn|$No7*fxc
z^iero`@<>UBZIGAzx}eNsF&tG$~xJhB9=4I>W~<m<YcW@j9Vbh>(nT%(5y}*Kk}_e
zzo&{eB8aL2LoZ^n@CBiVaDH~4zBl?8IG!XPx%NSm!czKQYsA>#WELH;p6@XyIAW=s
zeE~w4sz8MBy?ywjSaiMur{GPC615bSmX+8z{%PRdcVnHg*33m<8BPnG<*DvBC<!ep
z?W5=zcg_OuS@d{h#u7Jd#0JkqSritfc&gYVmKGjUu8_w{41`aU6vUaX2<6kHl)^Fd
zdD)0pDyQrUz{ew$P!kB*vj9#M`Hn{?KE=s^plRv@X(U=|B(?gWtBXW9TKd<TSPyUQ
zKLe&p#S5qljA3G2Accv%yz@}&T^wdmDmKtwYn|OzTY5R#xdIpTKNYpJyNj0SF~l%F
z@~H++9njhW6BDbh2?Am90kSq|tkEMx@XwnSSMnJeb@&)LSxB#r>P{06)4`L}J=-6D
zA28j=1#V!us!r?iFQWj=I9bMR<~~bL&h^2KTIldfL-sq>*ps^dhHVj~KC#GNAmZ(6
zcrtpNX9NP63R%K$7C|4WES`u-bwDBz<DbNpRZ->YO-869+(1gjq`DQ3AYP`+xUoRW
zTt(%9GAYA`gVEY?#t{)sTJ+|VnuKL!NAj411e_Pg<pN2g>7foHWd}axZ)iU**2Q@w
z$=Z-$(NP6QVd>^C^HjD}Eq-M2Jbt&#>TwL|K<-@_Q=T1&s!)tY5c*I^i@KMaWi29f
zp$0e8TZVgSbazvWWXy^jx|u}@=JN2Q3|sB<41z_uu7nOnS3R{$?=>G<9EQE|N%@~n
zmWg9`s1wIzzYRs<TR$f2EF4rrGMiT#KH<YOW7B?ysf~>_?L0#FKc#Q_;~?%9?n+Hj
zXy{+v-qB-mp_byCm^=7mha}%~`W~LTdVq9`I$ltH);bjbGFO2zbj^CsO)OgK-d|0a
zxhjoIa&;NuRh?3aaZ;ss*h)TVIcS4_RE+e0I+${rc&>d}p5T1xkEF9be}EyiKdwlI
zz1o?Q&X+HX1yt`%9Rw;T_VB+SPyDOMasZ<6$?PVkAYB)TbdZQ6&1fvA5Ci<CC~(Sj
z7r1<+F!ZpK{>Dhn)?^GS1@O2HB7ETipYH~lboNH0QaH_CbjxO5{PAImPh=B*ap2VL
zQI+n~$yN)hr$&hFQ75x@=C)VW@#-38_uCO@g{t&cib+BL=o1!PjqwrEc@!=*`<1wN
zRc&Zqe!&@AEi}amRw0+gtEv%HmlvJbS5}L}3WNU9mM06R1zq?dA~*1fsQ>AV61>&h
zR$S}4Px%qjo?Bisq$Ukk26~6ccx;{UC6rD+_?{qfU=ozvvNvdkp;QDWbDEkm{-Ib6
zgJXGdkZw*z*rQ<7HE%Q<Bnx<?2!l?c0E!J);QZrW<{M1i35Pn>VcI2TI}v+H+flQ6
zu-*+l8BR<{Fir!9;0^?94zW+Gj;W0n#}b}yq1pxm55WcVJjVtUV#?lv%gi;p{%E3x
zkoXA5A25+e?nMqvQaBp(M|cnIMaOKS+u%%t37;v{3-8oy_0YGs5XU?C;4M?Rfmvcj
zmI;3MityE1^3<C|Q*4E~CJOUiAiMS=9{>n5W#vRJGla~EPy53L!>4x!U%fw1T0Lj8
zJ?O;J)YEI;6L~xA?@<pYUtJa2*up(teBwo%`9GrBrZ;CsK4Lv=A&I>MEr2#UD;o^!
zO@bJ}LprM%vDlu^L=)DRnFC^G!J~d6q%He{Q}Wciv#VFlWhLwGymRtilUUUxi&S3}
zlfitX(e#~6s*`9)IlLD=V`+;&L&Q5-;;&-x-pEI<SSrR8-%6GOs4z+h?n4gYBSKcz
zWkcNLUo$2U0n1YwwAk)wWmOS-TPyaem$;U73qC8LH+wxNkt+_}QJZ!hzGSk30wkN}
z|6iY3U*w7TEMeW9)ptNdlYqzFg`IS*BQ9QQ{w3ejY%<-6Fp#ZH8?g*2(upGiIf&yU
zx57;4s3LnWHc`f?2vSIQe8GBUK7LSo?lF1CG|!Ijf%;h%6f}d5`sI@)&8g#!-6FMA
zK&PjkhvWMircvRzbDKFlZbE+$`XLMF)rX<ICD${%!)y)wq8H`wVMXP^QAeN}VX>7h
zJRC5*nanfP=vNF(CT8TWjbZ0h4oO*bPJ<j-u1ljj;FcQ=_WeHc@S=CB&wamjH!6$y
zn*=j*YAnwQJOz#V_0lBEYPsZ&t<f^SnEJ9ludY#81;cN*8VNT;PTrp|1+BMqSd2o1
zykGD3-FLjWS*b<2Z=7;y$txsPBGL-=u%Yt&1_Q~xxTe%o*7?fu38$vJ!^&7qAHddD
zaz!!R70-`@h}Gc;N&_iugAC=bjY>QsQ5aiD3^nNwL04RgGm+%7$vdA4sVd8~Dk7`;
ztN2-=Mw)m*oNaeuEiu!*xJk<-#e0B>iFo|_o`~75@vCd)eHe|l*JCMi2<26uSo2<3
z`e6zK+JuoTorzgBlBOKar*R7yQ$B{RX@cf^0;&QiawCC&K-#Fje);44Jt4h7o)V($
z&&s0G$s}e=Pq#&D6uyh&G)rHP>zP4a+jjqHYvSj8(7#Y@DCw_WqiRuNqKD6paoQau
z4Z!k9spoJVgdhW~;tEC-g=@^u1mVNGI?UAu1X|U}RVl1<U$;6|2l@cDM3mT}pW&me
z>l&Q9a>-3~9XyBxI^s^dB5>){Ry}P^w!f6cu9(QX7s9c7hF}W#yYE-rtr6)G&(Roc
z(xMuW#6jo+BQR)PN5UuF7yjrc?>Dx2|6|+sXH8mh@C!+wIpxa!JRqJoG3%Q`b9IoH
z!?uJrtlK#ez%H_#ZsPK&h2^v?%HBE8C<a-<ij{g)6jI4k3voVK7W2#d&g9%Z_ZWC6
zYN-O89iV_SK3zwa-ibg&zVz@XR0aZhu(3GbdjGN8j+Be`!4Is1Z(bbVPKIAXkqK6`
zuG|T2pByut&?i!=F6lmAOH6NPBH>pBwsA>lqmt9cD!L8{H4UGLri}+qv;K><&S)43
zI4(c=5;}YHZfx=b5;%wJhf%61#gHfB#(zXmz2S)T1E}N<totCb|AZzPY=s*L9oj;D
zl0F~#MPhVM5H9l$M6OsM6E+P5S`OjyN!d!<!wL+)xV!hNA&YA1fr}hYnjFojm8evK
za_nAgF%bn1-QV~e{xDnDV_l~vo0aJ_n%H5r;2R8CnM{I~Mvf8ucRD(H7WzD<@>1-D
zrJp5v4JI_L0jr?M&Iug^Z^{H!ptuzM^6?Iq`^4GSGjm&vGIq9o9gfqQ(Ns^u3JTs&
zyT;zQBafxX?SCcrGP(z{Y=a%M<M3OnoHG~JZcv~HcS0rAj!s+E`J#pgy4YmoQ-YZW
zSzaH6O<_^Iu9z~t@*NIi+ORt=)#Y9=it4ngXIcQXXJNbQ;sqpzc59YJSs`hI;}-PJ
zSPY?GHr9e;oEd-sp3H>8(|Ly*dkU(iFnx_(G7)-o4_z#l#56S}cz8he;L+Of_NlSN
zb&k*uW8dz)?6cpCH-A~-ahGX8x21b?4#xq`St)Ccq-@Ls<d&&etMY!dbzVWQpUy5m
z7#xdLxI$N2%wn}=>tURE=>@rnht$3=bfx2JM_t1b7f?zHMj9pES@rHqCm^q-k)2z`
zZmE9j0yHwJDo{$?zGM~-hY_jSCg=Y4x!spc9g?g`CXL=vwZKFsj^1g3>1VEpW=kY{
zfytA_iGBMmCQpsQXpfA5x~oBw`Ii6bn6_X3@aTc`{vE<Ww}77}KeNAXx$x%l$lT-d
zLMt1LnU=OvXbVE1Va8YMLD}|stS~Qi0urR34ATXp5j`DBsoP7UW%I}(vepPCf}bG2
z%bm_(E20Yp!xoXA($_?aZWvpR6ZX)zSjkEC#3suH%gh&R;xIP1ZjtXQZ~*-fcXoVB
zM}u?cd!!wAeW%zuf&dzGfPj{=PWO!|{zQq4IYixsUwe{6wPCL>@W3~LUR1GFTg4$m
z0veS>?0H6@tqSdALaFCYVTMjt(ggJ%JS=`smq7CM9g3pLLeVqcE#*h@WxL0NLQ$hW
zpgkR!+cB8voX>%zAmO*Z#D|-9ftJ<BdFwJ&f+c9{=><pa!1T}&2*R~%ATEW;?7&4S
zw}Jt?r<u*3BKhru13drp<2J2v+c8GL(eOIi<s?vwgF}a&o_JC@(mh-_Gu;GZo-Df)
zv2X<>zl%T@Sd`yA$`yxtj{;Ahudje%T37-@N{Z{7Yy|4)ML@kK6lP0p@Cj}Iwk75#
z)3k!|5*8t?FHdCUJ6dp9NTW@2Z&K!$5~J(t&&HMiV7Y_BJHMXY3<?sm8Xla%wTR_R
zkiEbOw5QLgDLYjE;dJ6T5egsngTn{NeHBotU#36>$IuIo+Ms;D*9K!ruu;1)<Ika_
zbguLZckJn-v)Ef1wU*9&0joQNe*QZt!U&sXR##yiaRun;H59wLkf@nP5>$b(8qR8Q
zVbP7{0u_Ol*UGzpnw8buT)MVX+WqA9Cs^_2=ecSU=MkBUdQpD<5C>jtr@AEw?Z8yw
z1;GG#!{9Sac|t<F4d`4*(Y0CSuRtKd&<T~9D(K2O@3@bkcG|@QMiHmB(aDILsrjd<
zOPNllqRC^g`*+^|@6LOfoYm*Xgz&2luaHa)qKSb@-WW_BQ^NAhr!r~grS#2R>Z>$f
zpSW?Fl$n+4zVtC8cnRg=s><B(<85Yxaw*-Q)GOs)Fc~G34+H|!!6}UP1`n4kKPF?0
z%Q<>+<c2+uL8_1j`@ss)sI%FA*#(<9Q`i)Tg7S`NL@HY+lqhma2WUBOc0^u8gumU0
zr`dE^m%#9NSAm-Pqy`?IpJmE3hNrHPn|~l3S-o$NwVEpqM_w|zxatzCBU0#DFhVRQ
z5aCJwPS~Q|GzWXF39VG`FD`xc`J*O5P2_D{4?w8!{i!j3Cg*5AqwZ(n2#0eEz7E@*
zmE<-MdhOZ8HvzFteC-Hyc$App%V*VhHs;F(V54lrZ_ILgx#mK~A3G5)==>S4c=u@p
zWh_(3?19^<FJ$Yx@W#&%AsoFpxIFQ$5zx<(D3;coERf<NrGpOP1@SFB57!~AX(Qct
zTtHhgs<;snG9<$b{Pbig!8=FS^GqazCiC}Z7A)JPHTvy1pN`0U=!0E99vKHoZlG#O
zd0(oiCM&fe!Y@Q5#rH#I77_=4W&$1QyfR<tqrB22;Mi}_ZK=LG4QIrh_4zX0awT?m
zQFs%aN_T0zHVQn$FRJuN$#M(27mC0~q^!5pm21BersK9(;%D|@jJui1yu_-a4}m!P
z9gM;!q9HEP3%po{HV3~2O;4pCmuQ{vxr5iisN7mfZNF+62|fe9N7n{;a5V8s8lh>L
z%#Ym6Vlqh<3(03#nnG&|V=L$MQyM&!2|;Y9J8f@lU>ghC=zQFC6G`X*LPR)(OCI?I
z=vkX~Nh90yc#o;nv~AX^3X7Isi(@mck}<oEgNGlUO$~p?o1MH9GZ!NB8o!?O|0p{5
zc&7J1jw4Pkk=(kV2(dAhkfVr6*=EcxE}JQxlwq_oMTd}kk=8aLGVRWgGs8qzT}Wv*
zvXLTTl2f^yNd5NvXaDVwJ-&~9zn|~>{dzs0QtIt)5E<@4p{l5-K_Q^=(uPJ-J|NU0
z01MS9g8y?KIXd>A>L{L5F**2KO+TgB0INps_Kf|N^+@!q&^oF&!IYx#)q!RCIQ=!4
z_xP1a@d9KWw3;L^uvOJudXFj+JQ1zgU?c?=i_OFp5P@ePpWYIN<Zx)5;oI%K(&-4o
z;-Y(i_j1!j04(NFsQG!`;G<201KF%SHv$FKt1BHmai*T}D?6<VlIrc#?c6q={4oyt
z*sOJ97!<^2&?}X?>lM!EgUXGfG_!SMRXf85$LTGPSiNcG43lJ8J-W6W(tZFH)r~X7
z#7v>fre_qbA<m<L6(=4;S!wK#<F^U&tnj?CMB0_JbU9d}1dpbQ@X<tcvq%mtblfPC
z??B#i_}Mj_R`tmwM(R*qVn1kJi*sbeH?WjxMHesU-8BX6g;qR0#$rR`P(E{@_}3zF
zOXpD(TCpTYhsfTD>MoPpknPtmj)b2)kHT8i#Z3kL?V{}Zt;V+>0LO}d@#{x)CuTBo
zuhlMz?{J4M87@Dr+LeC)!$TL(^nsrvs2FxtA_K<fuu<?uVebn*QYqUzhpI?BEjQ4<
z{a-KjCH1`r<_BD3{0brd+k#zu<SH>=mu^TScSy=YZ+|I8<nrJmSP@a%xeX0izD3km
zJ>mwuqUqEYp8iE9V2q$iZ5_P-aw-^t%n!NIEr@jy`FYCovS~Z%CM}NF|8P1MqTtUe
z34n0dmmLxPfRVPaetGPm1$PDAHu-2a<fzYp_9cOV)C-Xpu79ufmS4g_p=pYo4`s*R
z!k8~^Yz>%&)U+uYigz>+TFb$FPzxq`hNnYz;4*PM{vGZzAa3{si?cOoe_i|AFQh}8
z*1bG&`1&`GT?d{XJiTN2^?bESjp=LX6f5^$Ydn#meZPUh7kLBfwvzI}$XZ2T+d$#Z
zZbzufz};q|5VT3I1&df#JeJA;eWle~Vrg};WWa7hGY55V7Jw*WxH-hgT8-=$M9r5b
zvmvf0uijj5c+h9l)$9AZ&fKv-<Kp*UpM-k*Ct!r&M5X+tRL%%Y9Mi3gqMvddWa$5l
z*9L&xWbI`OW3^8I`1n)FwzpcOZ>zK%4O+<;npIM{e4{a(@4Ken1`r;us?3)~#-aqs
zo3JZMZ$n-j6>?{`@yHaGYs-GAqPSk$it!20iOe=BM;Um&1z1A#kk=(=olC_mT(yqb
z2WWl;w6{RG>!YgO<5erX@=q~TYKi|7b11+sX?u>lmg^tpcTh!mQ`jr6YX$jA0iUh4
z@zPTy4(4iS#cHmZSkwdJZ1*r%Km3VKYd`1SlPABRpSs1rBe*l@Jt-egcqlV)ZE<bV
zw)O$&LR70LNVe^kYC!h>tg(IVpZ8il^t!uTzV%3Pu?UAb`W4He&25f|MdF4NeygQ^
zVVFYkFM>6^niNHM;vJDxsXO&Pq?LH+i9^*{ico<~yN+4lH^lTjd+S%=#^uz(jrE&2
zay__bS>W;j4}zpGL+IH*vUq~n>zo5$t@<B79$oCFj5s^+@auk{w2At*n$`}G8KQ%a
z?XJ*<($Guyu+$d7;brv%dxjT2CTe-PDh8;teb_Q%C?LDWFFFQx3@I(8-T|f5sd`an
z8Fj%ZFIXa~1W2KL%!{{(Zsr)}jTltWm7WpPA-K%m(HI>c*vW8l%bwCzw?076;H?#U
zY&UFs4<0eg;`*}L8~{Q+Y81d_PpiA^$(hVpPsbk1SP3VMX<q>?S}$XQRt4^Fl_UzH
z==?1&rv^q`bUzN66%e}$BOg}#1`Rg!LsG@#5<2V!Ax1Ce*?<)Q1_zK01b{$lTMZrh
zTdiZaHEu6-hV2%e+$BMmGArbVcr*ZH)6sd|7WMu#I$al0O{>oV=ps*4@R^M>yfN<5
zbG;3&6P=dnA%i$*4_J(mm`XN63QKk=69<4R!U2$DU|riI=LVAn^edL@X4{c+tP!k`
z#l1t)RVB$(A&otr=-N^o`9W>&7AP!+{6$DFf)=?d5=)|ZQMI+a`ZN6<@hSAXAIYH#
zjU5<dsMvo;LYQl0^o)V~@D6J9seM-=-)}v9d&1uMXZzekY0&A^TQ_#FNq^odW*V(G
zF-kVCt8zIoe~e$d>G~`i4pxTW@e>l;C>4&m(d2mWqih^W9{ho}k?revwp^T%ZMeDL
z#FJ(t(_r#T%2g`^XNK#i!pdx9zD5zH&nq4iK~!5!+L|t83Y>E_?wtPIIk&zy@uJr2
z_;=IZLmfKDe9k#IC#y9krim}P9yT`BvSA10GP&Svsv5F1O^k+`N-1ffRL484XqC2^
zmK$8aDGuN^`b;}%`#*Lgqv!4onC@;GMMd-3<*84vBl@kQ2Bx8svQpC@*%s8r!#c0c
zzPlW1IC3fdtL$?5t&<zs_hC`Y-)b6F@h`k#XYHj^oT4@Jx@7m9f%}S#l!0L&@#SpE
ziJd*)J!|4D{d)Pc8}~GXVmqFe|D%MNHcy_oNBERzDqK=@qpo4b-pRb2Ca-;%eQ_*g
zq~NEYS17@oEQ?*UoVkNK2d$%2I8P=J$dTRs@<i%LGTvVzZvJ|yLt!akwGl4rju1z|
zkLHJpum>8LBB8QTZx*yfWB%#-&Mt5KCN$=g-DKs>3i`a=Cyd*^Y01-wVN9neGU{Qt
zLjb`*tF1<Z$H&^AWW+`wY%^m~&7~|N5oJxAhpOX_7H|1%V`LxuL-S!l_Ra&FZal~p
z=t33PN~{UZT6M$*XK4W;P_abFg$8D8kEuth&L&BcF=k@;irK=4SI!YDx&O@WMp`^P
z4-fr*;0ARFe}Hr@02eR3(j!aUv)Cz`FUlCI+jQJ7VMK;c$e@2G@$QDQ72ro-y236#
z$)vgW^k7i|=wuV9biPCSB5CvjSzwLvUT|gBsASuevAs42pR78jW`0BDj~!qB?9tOP
zd|odxf%PPt-9t&Sgd>DSti$LddcM94R;+%(&Kz{itBJj)RVjQiE9l_FB8?oR7D-M-
zqq~%1L@CQbFhs9Cu7SRjb<e<g+gbkIJfff#(%*Xx?d}iitQay|7RoDE-uIs0_G2b#
zW=@&G0tsLkJC{h(JMpw?+X~lz)m8LmPW%De2XsCL4;9UtMWS|9(_5Ze5?5*}&Q}uH
zm%rpTjjw}(cou1n|6R@4A->ozIBzFocKXcBBis{{Vpm23*Ls5qpB7eJiH{0X-Zo)w
z@aAc)JNTToU3`joDqa${epApYChctQ(yfG}oXPNt8#l<~<>kNC0#rK#&xYkU=CH=>
zaYJ^612{{4vZg-UTn}O8LqW3CPfFT#iQ%{d|6cR;BBpKlc`)55W5+g)$-jp-mz-Gn
z{E3$Rm@70*rz~?zu5}_pXO|2(jdgeX%aZ%5ds)e-u=M?i-XZ9fp2aG2eY<CmTdpDg
zo^GtUn68T~3|`KHK#}>LgBl3%V5EvPP$z)I;NwVL*>s6=6*zY1euylp(s_HM;Adm!
z;7Zazqo5_n*RGo)IB()w-+c-Dt@injYY7%UmqzOeU39s57mYVQX|{r^O6OPKUHL2R
zAK-m~nvL9X88<sS?d11vKG-)Txis@xtL%r(=<;drF(2hbOm-8GkjjpHYFZqqGed(1
z0-j3k*e2V66hBbgG!>?;&+REQcr>E2L-h;YuZ|w@w{_oUuA`&2BU~Nc94rC4*+uNo
zo-bp*OIaD@wT`WAU-1zu`MvwSXK&ZZ4&M0(K`^hB|N7v^PBhuPThN71kcI*Ekivgc
z`3gMf+i+}sBIW7`wy~bWI$zTM{Wj(AhYKGX$)_ED^l_XkY%0azyB&$lH?jqB#{5yA
z3bsG=7)L6qT$IZqw=>UD*khz7_C!)0M|A{hn3+ak4h2UlhDHjf4((2D?^z2i)^8BH
zE#T`tTND`4f1}0S5==<gU_;-9R{UJq9uS7y$1iCf4IlXMXgK;L=NjVB)+p@RBLj_p
z>c83^y24MA1$9n+D(r|eNQ&D}rk6=ehIfbVV>`HZ1R)9HKX}P35V7|C+Wr5$KCO{E
zTaR%XXc(!;b3YeQJ%F0M@$4r3a6R9Sl$x4v^7CHhIN>D}Z3m6~+^bqHhA-@)%XjmF
z+ZN5?hNZe$aATo>EmhM3SFS(IlpUT!^XVEto)w2KZL24vX`AD4a8E^wY6LeUJ`m74
z6OoF3$*aR?_0&l3g^IBle(4?s&0e{K#lbc1>^?&i0FJd$dB;6UnrJ!POlH23ilVg#
z^~Ksz-G`@*&brCHi^hFvNr~@+o6`BkoLi~np!@j1DF5BEy@9<;N1R`f<?nGPu1n#D
z<WDk87)&KSOtQ#9Y}=OGjtZ}&9OJ-2K!@_Pg-VQ_4C57Y2J?_JGZypUQ8+ts7%c-w
zrpEJ`PS)a*G-}Pkc<ee>{9jN4uWRK<*{A{gx)OYioZPF@<iJ5h)7W(^y<ZD&q~3;H
zthx%;pruulDH_q)#%SPjGI&LvtvudCH#b!cWMYF4BqUYJ6umRK;cPMqaj^#sIb=KZ
zxjD{|M9+q{@t>gghW<;2>T-xhp7z|EPE=PB1{FFJj^ovVL-Q1M!725%xZWCUtRmG;
zk8_$Qj|D)3Kh|M_KZOSXu~Kv?%N78tE;SK+6V(jZbU+c;)VniGl^x@K`X0(mVv86p
z%%u0Tj96L@w#k=)IrUkWb!-#34Qu)_j(w_1)0+8fMm{d_Zi~e9A4Dm8N5$;~yZq7`
zp*PDedu&Q~2K_Z^H0>VNtc<wdb2YyB-Y6`wA9Ei%n<Nx^^v<>Q^o!mRJ`Ja;bc<$+
zm#BNR^#nQANm&P+y?vH1;@39w9<NQpQD4wqGtji7xL3Ty-7J8PC3KIPhL1%E{YcHf
z>-PSYz96W>h4yzQb6V@)>z8m!TgzkMb|;O{<J)nknXbLmzI(ZV({+qT%%&RKdsONT
zd&_04Z%Qp=NTCxg8VSb1CDyhz){EY(JFLSj*O_P#%cbVM%jLPo4;54IhshuB?*-j2
z^cwtd;?rZ#m8)kziDjJjZ~ETZajKX+X2a;8_I|0t(Yo2)FYfi@W8L}+8j9Y@MC?9P
z_*(jjxhTJLM>u7-zf|?D>!~9`Q;(q<S}sgp2^04g6W=LnO767P9o^a7{`B*gAv|v2
z{^N)SUb}qwY%RmNYf*fC5x^u-+HO`<S6?^ULT#sfd3dXWigGcIdBXB}{*qWHaR)LR
zV|3mk1FSTv>U&a<G@{j9m<-Bij(yGLb-C&4Rk|yg=vHEFo2|t2@j_WnMNb$$l_lgT
zU>b!=ax=?Xj&c1rwG3yObWlDx%z%?Hj*Xt9ZW{f{hd5K$Kvgo4^+1V@!2nWMl3#yx
zR9U0w{nNOj=k5*;N(c#v^vuE<*5m@Lew}2*!Lon=O)Y?~&MtJWFN6l>4Stga4$Pqz
zjRunL73CvJ57D0WcLOcZFO={DkhjV2Z@kDQ)!c1S-<5fm)oiObloLHfkNPFps@u^?
zR#BjV+;p?2z+?4nVQUDINF|erO`~|Yo$>s=z5}uVPPChWyT-@{VRkwjOEl9#MJcjk
zu~lKg%|bDiVHoq8)GU$CBdu&$gJ4sj*YSlbD?Qj<Sd|my%O9VxxH2Ggl?W177e85j
z#S%mRA#>B(9a%7gn)`l<<ivZTZ84ANcwVl)J_zR)B#oLA$xt;Qe%#Z<FNY#)Cjvl7
z^YjLBxwEDqXh$QjHdZ8gaB&0`kP<bFo<+pdTGX<7Q_d(K%zwDlNDaTk6j;Y0Rc&@B
zh7L9x^0V6k2o9|&4FJ<~C~Cj}bXK}$oQg+Z(xM57)y9_U0FeDO4<nX6FaVbYq~@Dx
zevKfacCiARmCBp5AmO)chxBfq7f9SRUIlYvO={gH$0COV1?b+0r3PpE)aS(@MO<Ht
zoZcI>dG7ob;+HbU)1t@3NGIB|9_~SIwi1^*6i(VMk@iR?{GSk@Z;{gHBNu0@4@-s=
z8QxJlowAMRE>_P*$2_`rYWs4UZd&K?(pu)oBh?dB;~RGAx7z;AXte2hEe}AcE_Qmi
z=R^UKPH9~iyNoA6d>kWm!0OH(zWSnCU4Qw^{1=HmvUU^)C!TyGN2M}aD)deO3DegD
zy7$&G*lfmr`xydNOcNYCM!KksuZ!f@W$+mzwm04`-5hJX>3#UH@g}c-T-^2#=E=61
z54L<Aw6x6NcATX)t-?L$JiVmNQ*C9J=iKva&87w}_FAeff|}&FthB6Ka;*erX<L@7
z;C>mO9Db{{(Se>8fQ)0Pf|;e0I)v7Tk?!|necdT1Ew0|Wsd>9f^!8)$m<2S@c;zGU
z-nF*NW9J^fe%%}3pWG(d95mIueW@q(dvIHGAM`Rm46@{1^{E_(*Y}`$<4Y&F>CHkr
zZdov@Tbm%fXC>M+NPqK%C1tTXzKCByzz9niYtn5nSIiW=YjdA1peU~RVnZcVc@eZS
zd>X3*G0M$O>p$ZIKv-?+wk~+O)Ax1kJGDc+o7Xk=SCOIQr<;<+;+BEdBm8_>K#z3R
zwR=i`Ur?KMqI*vv(V%|gOQ9VQp;^uNap7_hFW+c<T^tgUIYI2Y_R<rA+Rb=MRddm$
z_#l*lP8z#%q(h#)8}=Mahxi}ZfJE5^ACTy%?GJj3o8M%Y=-~NHwXnil{cD$x?DOmO
z(^<M@GV9mk)Dk+tI!=-4^3C}v*6_CboK$-D&`^I9<;veHt<r;xP26<y#y=77V;sqN
z=!QMrj%x2WCRUe=2=YMVybAD<fPfqO|7gC|Uwh-f7(=ds;PJWHwzag%5FeP<ohV{g
zZ#vMyq1Eo2<r%@`<LJ%F3-n!ya5r+teN?<FFJ0N`1)jqM@KSEPOMJJr>yr8msiM|l
zmVdM}=!IWn|CLI@$@@X?*RG5v{pYX$M(EzMSzrDEj#~6Ngb;lwa!l9Youa9l%uI|7
zl++S}RP^mf%iN4pxzePAi`(5Mjqa^X4gUAcm7Oh#f{r8}#hQ~g2z)-OjaMey@9|w4
z$~<qo3IDML6Fv^2wm_o01!!u+L1)u~*o@=(aex_z>&S5<N+e0_dGaQ3sZy=m4Xw4S
z#(f}gwfE#7rH>+^h9$KsPmJF+bQ3Jg#jtq?lx}gxj_J;iQ?-L7_`erepgp<bR<kWJ
zhkCB7KQro0Kdb_G`;_Jw9e>sKqx&k~K~Vc-v0KpumquPc8hi?FO$rLh^BS5}I&Mac
z4b*r{BuIpPpkrO4S$#jLH6I;@Vz62dL{`M-%3RTLnwK`6DynT^?q-^h2X3?ZOWD8G
zY+hNnS|(_LMB9JzJXo1DlU%z8G((HvFj%HTrciZi%H(QlF@UNYI<sIS!`J#`Ce4Xy
zFVH%n7NU%G9MR6z#%B74VUa9=qfU!?Ugi9KeELYz#vSC&>i@dx;HLZD$qsNEH+YYS
zp>J~&OIm7#JeF&(bb<WRI#%iTJjGJkqjxgX$Y@4Ikz>BG&OMkZx+1)!5)wGOR~+Hv
z@y~^&;Lurh0@5duB{LrAu7r!fXR*ymLna%c+rac@4Jb{L_Y7H}b|c%z=(z3mfZGyH
zg9-b4<?|Yc*d7-<t77nhJ11coDr_5iR;iO%U8O1LX6%y;=x==Kql={Em0B6ALH1!k
zB(=%oMry=}P@H3Uh@TX*(D+8$Eab8vY1IsUPdQ~AO)<&g0)UzUB~Ax|)Bi=<e0;wC
ziTZcTwwq8@AcN-MUfROd(GJF{+Joy^)<M?l&`>m!bJn9Yv+DaE&H4L({d<zQ>EkPz
z(P{zlDPp#e@Z}m=DDd5Q@igx~S;J@w+FVkThK6j)PTEr6_GT~YNcXE+3S~0DKgP@L
zTrIu%Hjht54(&bC!jOoIpfS2>q6dkriqqAwXr_2{+tJvYyw*c#nLqvj2J|QXNbcSM
z4o{w{ODc+cR?+5Kwj<inC#`m5)wLJk$f_p-!K37^P4UuQ`^x2-)!&ZnGxo63*)pE!
zi3iwPnf2#Ma0JmLKvSbh9`eNl;uX{`9e-dMAF}Rh@uT^lN2+PLIFLy^%UL}nv33QR
zuRtfaV&?w*?7hte`E7WGa%eKnA|UWc#e4`Hl6=Qx!MP=63B6Ly3LupMq$|T`i=U=9
zvM(c=BYZG>e@#MTpd1b=RI#u$u=~KpXtS3Lq8Rp4*hp;TqTCX<C3{HZx<v4Hc4{}k
z(XXCCqlrDyIUXZ@u6DfGdtdcEXaLFMn4t(Sn2s+|Ho%BUcZgVery?KPE^bDOy4zh&
zcYQZXv7A^`yL6|h5s>S&EoGFTZo}K{nLi}e`T3AIFklBjt5K=O*2rd44KUF9DKf{X
z=N5Ul-D#d=3(5*wfg>`Ub3r(91#>%v$<hg1E@X4;>+KwT$PcE#A<~fTQ&4l#qt<LA
zGhbgaKHUMuiU&ha2UYm5vIQ&jfB;asmkq`@{w5%~Jp%H%Mmx9WAmo|P*6}f`saKa8
z$9{cGx(Rla-s4o`uB5B<@JCt8FLrxSGpU=^aXGsg04?k81?>Q2=K6vfjeHfj6$m*B
zi*e39hz{@`hCvf9UO;wEnLqql75AW{v6fS7!mgf66tDRMcU+uS<&9%4u?4P}BQx=$
zMX68&-O^tn_oms`3QpJWVzK*3o#IKi7CI1!B|7>8>tcEQIL}c(U%qY}pT46VP4n0&
zLAZsWw;6axENvw{!EPJy4qHClWS(F4`D()JC*^xiX{sH+#39|bfW)FQ#*n4yPbKfQ
z$s8-kAK>2jFj4!Ca*nR$(I3x)5#_ro82CNC1<-1fhuznROtj%4F=<G{+%GdDX1z%X
zHJkOo_$m0q$@+iV=kTb7lKjVx$4$JKeX7NIR7s!B9Me`aPnnb3+z#95s$_;g6)75>
z+<SvO$HihCL6;Oiqsh&wMMqm7zV&{`_fuAob?xR?3)b%ZIX`v5zNiyD@dHPa<gZ9L
zCgy}eH8ty=l>D~b`b^chMH>nM+xZ-Lw32)6hbtqqtj{losWuDS@!Xt?mi?hHMC5um
znUsDgi;1+}oLoB*lrt2v7ULLnPz7&;rj+M;eoqfV{uyqfunuwskHjQqeeM}r8@Yaz
z;le_rYn;4sByGL)@zR)Q3Zxo4b)Qt-^mtpFi#Z}9dp3?Pd5gz@c``)&<{-|96Ywqs
z#OJ{QF@G>(y|l(}pJ6U6QYjvy^;<t5EPkT3{eiae6v4Qov0+p50G>#t>ej-mE8c$_
zO@BS^RtQ3K-VsFQ(Ez^|ZP<p3-Ya@hz1=+(IfCwFl%UQPuiOHvaF3ma8Zxy|16Cc9
z4+vzjf0$IdXi{H`{C3GI$l$^gP#h`#%mYWHv?j-0?n$k^<Veh6=uo1CcG`zEnQAtL
zS}cb%W~D72D9H!s)nb$KuvP=Re+I1_NBv4|Y8VmY(wW52wWh1ZgVSqrhUsnwT}rP!
zU3<%u{ybr81nkv4@JPsP1eB6ppQoZcHFM5ZIrrf(8(j{)Wb+bf6F;(SJty5x_}Fk`
zZcua{d14X+wYO|3dAGOfg-ya=XSLTC){D}-m;x(TYWo*YOWla|g4h{C4b@U2FOuF`
z^lUfe3CKBaR8xl<fCDfDimqv~^MdB^2w)AWrbbPU#>pJpEv6cPuBtdxV-ZuJ#SRIQ
z-^87S4vKG}^S5DBpqrrMp_)7?v3u9!xHIcRh5J=nZI-OS=uii$*bWcPDdiX;%MrS7
zg)ZayDgwlk^j~L?$gkKsMpGDxT-W0WE;WxAz)<mEBPiO~dQ;$upp3sPClNc3COjQb
zT<PgKMYv*JnQQsPLt=^KnYX!bQJw99Rr8Gu2C|Ca59c;*|BI))^p4b(%U!`*gJ+d(
z3`|x}@<4w}&<b@T(K<f;SzP1>#%<2e;v8FVpoOCY!Y?N7%4-R0StSl(1G-O)-GRry
zXska~HgYH!7COyg)(B9s)218sVqD@Pp|Z~|z1da!dw#vPna_{<B1o9kEh?)0fF4zy
z8e8A#ElFBcU>0|IH3B7bcImO!4zWzMw_&){Qh5i0L?#o7pi+?}0IG^_7s0xEDpju<
z+EFGSHq!Hj*}gPk8NidH%Ce|}a#A5f{rxPQ=CIj|LIZTsu1iDT%tYiuv(^`^CV~t+
z=!0yzj<W!Oq^MvJ$Vh}1U>0F*c~Z+!ZOcCE&3y{~?OI+VhtVbt8Td1BVEK=ksuf^Z
zH79ivg>K6mB^Y=Ds#7XQxP+j+FvL_-%!z7+61{O5;<s*Wg}%mqK%%YFhGF!Sb^5I(
zIe^8?8jBF;jB|+_)~-%%`Pz2-=H*`&)`k22{PBm$-n+&JAb%L_+4pD@W~eIN|Jg0l
z)CRIjRyF<-jFPrcYK=UP2R%r>`Ao+VU<aA8gCMN~V41l!HKnv%1FlQ1Etzp<+$5I;
zG&;*>eRLUkeeZkn^Ce#YY#nKXdm#NSSn3CV{R!ZsaawaK=W!2*+=|$S>~E+kyLpOL
zTciE+v($ao`Rb&BNT{t@xGra>TFDb1iuTq&-|ad7;8*#$FF_j#BLI=5HB-x30W*43
zdsftl2U?fPmNMzr`-Qe`W$Q;Ve!Zy~5*4Wr!HKCj^)TzVntgDPB0+R>3k=RWu)Um;
zIIT$GR(Rr$H`ZO?x?&Sslr;f5+k0JK+vz#j2&@zS{6W(N2CC(Rzfya0dgZ|;<F|hu
z|NH7XH-LSOt%Jk5L5MDtCgnN=gQ1)H5!IAPF9NR0$B}U$_6<!aovG`JOjt>!iDm_R
zNezCjN7vYXFZ|qbaq$hYs9)n-*=L)pDc2M0b207;vOx<G`>BL|s>)1^laWt^Cxm((
ziwNv%ljcb6zQcmyK7DC3Vi{Cq8WIBi?EcO2<Z3am4!$(?ft@z=%I;`H>g2X@qj4!+
zrFf1<KyhH`Aj|PvP7c%5)WI_IhRxrke+CF)@2ur@xm|rpSn!*O^mOr23ozPfzBQ4B
zNxxVk;;FN5lHvk%e>Q_j#L-)heo^!P^8L*&vt`h?sorvv%o_CSM)YpmdM_-McbHqQ
zM!NF1aQnHpq^X%l_iY-5Md#_awsW@m$pB#XC5LqBe_@GcQxh=7!MREN*T4R*33lf0
zAaxY`fBD%o&|Q>={bhU#4#pX{0JkX5enmeTf%0xSb@<FeNT$a<u^8apSF^Z|gl#at
z<ZWrxg~gpOj>s%gO(7D_m!f6oYffeoAGfTgcC5MY9`X@|Um*#W$}Tbn_+^c^Ui;()
zqN`|oKAI&Qv^<88o1E*vb(77ew?`jP+%;eQxATOyg`;?+>)uP~g~drGzP=MRj~361
zrx2)D-Yc+IfVdf5b=m6cI-dOqa$PRq=PSb-yYfa~KAf|8sJQg?MTv7YgUh+YZop1c
zyOE<rrrWtzbf`6)Ww2XGTv!YmlDPYEmqzMXF&w(3Uyz4ryZ$iC5nC$PP@&MRtW_uu
z<W)_kt*I#}Tt@?9rS38AU&JRq5h;pPAM;_t@zR>Ib#Xco#FLu!H6QR^K8~6izMI|3
zV6<*mZd=$;7(4ee{BT7Nzle!MZNByQfFytLJ?Hd0@=zxmnX@?(SLGFtEWT0f*+c#R
z!hXO~C5jXYX==<xYXnl;8hip-b20lwkfyQiqRxxAFO$9(j-4wpEGi5EQ|@XqAP8M>
zBn0qW7yO9Q6f_f##869ptzJxpA(ZdVxSD-XTIX$H#csLw<t>NE-llnUk|4C*YNc}!
zqEp|Pjt6k-(jj_SibcAl)G(8ydPlVXX2UzpvSQgjw7~DIat)H|mJP?OAi#vj`a@;M
zLZ(4nBk>+XO0Du12}U63_(4;>9KcR;lD;@sKpzXR=ar%VC7#g!*`1F~_I=5Cl5t$!
zHUpK`-Bo+{Q)v$BjY`$YDNhqI#JXyujzMU&omh1t6}fDMLkv|s7X#}#MXBOf49&bv
zPJBP=vT1>u;J#v1%I_)U|LvLY*YzDP_AbxOKu|YE$AkZfLcWd=rtnrWKk$(JNF;*V
zwR%l3Xp|l45Wm`=nM-p3IJ>?NR1I$rbH%eusgL#vbq7rRp&fhAc8U#a^FXw@;pzTn
z3s}Y)1~2MjEifMBhswO%_K@$)?Gm(b1zTc5JLjY*A)*`P_izdzH`)j-B(TK1^iRVo
z(bJS!>HFn0^o-;9>zB8DuK%(s-+OD>>qe`o8M{|?JdwPgT@GzEV(xaiMre{ltzAq^
zCb~XY`zh8j#j_2FqCPfNHRV~I=0P(FOq9FGEW2Ep!oq;sBy2S(p-RgRHhaClE`hjm
z;olSL^X+@pjPH*BdE-6gR=`{1EXxv2%U3_)4<r`WG{Mua{Tv(&=3*?9sw$^efzOtU
zG;JL<sX05_i9(fdffpSFiih%$6`8A$O=}ZHI1MV}NSYtU+2h8~InMf`KQ11bSl_BV
zb*`y+!rsN*Xk0?`pi3G*k)mT9wxiAc8q^GYzy|+qd8ut~oPB=e`Hxo_R!NudF*XOI
z+JpPe*c&4kR^8At+vJB{;HsgtLpL=S7hZoVbU>IOX&y|5(6p`AC{I$&;z6x!?W~Mg
zMm_;sUkAMMxZwm^K)2=YF^2ZUS#HFjP=cp@{$4v#fdgL{@}V_3dytQHALILb#yOfu
z2oB2Ir`=8rZ0<YEx`NRwX?~96*Wm%28Wt46F%wq|6#>e1h%Jo_=&}jbfuXlk*VKHx
zXEI4FKjyCJ)K3>Pn5^%9XV_dux=`k-D7b)>GFn8y@C_h?WZQ#7A|}ns_Nz)WbT3Z#
z2_j+|=%}<n1o#D5YM0vu-D{>tB&gMfe(TSq-mryCB-FJK^u3N)a2t8DvShT!<Ci$&
z1@S3bfPt;myLJ4!_Ji+z(gExfRYDik7bo7^c>KlCsGeb0%$0xc2EIQ_uXu$?Oe~MK
zU5~?imVO&kKe_r!Jn`@-*U3;@B>34fJMOIM6X)%^G~h{o>MoPJ=9NcZ<~8U^H>2GZ
z(*tyqbaN-&%sw!-^WD2>acPS?%UyhGD;^Gf01c(q6+=6agVN?nQ{%vhIsTy^*2JSt
zWtmz4H`<OLd$G;ebx~gcEnBUHlnX;6xRSPs20@~Sk~;fJ%mNKrMgWl`*h1uB3zz4w
z3RKtDLhK9gA}4{;iRfHF0H_=8<%QLVgy>p}*;PbmqC|-_8_v#U7V3U!#jRNEe9)4+
zkStQ*^;vq;&ZXlwDC29-%)mod-2MG;XDmS+`y!l<+OzK&6J6)b-!HvP3?2RW{#S?2
z4I7eI&Cv_v9ZBx=Pzi4fIZkQ4Y>Kpu1z1|Sn{$cT>bWJNNIReB$V0o0HknditI%!1
zP<ui2$$D$+$Ev5OhQ%>tX@Q+KLIo6}M51la|9CjIx0rcNTD(d$cq`v{dE~cR2t~W_
z>*dYS$>19`1G4m_cI)q<Z&*t`SM8^}u8hvkl!h%n2)Lcps_k#@)zo4~^O*24$hSyv
zZOI66kw>OlEgGpCI0392G6QrVmi{`9V0EM~_EC``<u9JE4)VFNG|iA@c)N!Zy^9XH
z`sC{8ljpw+=S!`=rmQ$1WLsH0Ug~1=oydU&B5I#%_tQpgIr1GNi*GnSkar6Md)e<%
zMxQ)1z}vuPeB4=-55a;dO%!In@t~3Lg(YDY9IBBAM(1$X{h-_^0iv1~VSOl6P1|Z6
zj3}b{B59dAAv4f(c5whG3K$UpId}{=XE0bg=hugG@VxJpPQWGX=wV$<uya5v-yy&%
z(5R!Ak6pLBw*7uoGIQY9<n~HFhyS-jz8f5vn7o)|%YwJ{>0tyR&XnSi!R$$0M-x~a
zNh%Ps%qnIEs|@yBO%u2-ed--5V(R9A_Qr5RFlSln1k>Giz*D)JJoR*FN*%Mb;!J&E
z<=Q7kKGA(D&OxvUqDKnl($zrB9?AeeQK0R;_|UHB6d%9BI!HU%b8H&gPr0=&;4E)J
zWOj`_x$)KN=cephXkkh%?`gSj)!;-S#06Stb*7roa~|EB+dOV6VY#SmN5;R^u6hNv
zMv!*-%o4lVKG|u16>1k&H)ehJ;v}vv8SlK%6*s=>N;7fr*B$2L5<OdqB4x!B09C9w
zQSpAwrd8M0<X-bEn(XAd@;E+Sk3=^cZE>^1|HY{Aj4Ns_Kz3G~!gG_Ems~nU5|-h0
zN?L$giD0V0?ir8zO`|F%PA~eS2AdkvJWRG>`P(wJM9j>9T%9do>n_`%{|paj+#wY&
zWv$y=$`)`=m56A)7%ki)Bmp%7jBKxMR`d&b(Aq@GB;4l%8GuUE%QZ~{o7DDTkNFim
zz1%i7=W;mv;`^%QF-@YW;drIvwDzyBdPF=?IHP`;oP4n`%r7&me<EGwH-J953Ep|Y
zcgJ@~7ErFa{B6U3?>ssP$q){CH%i)p<eJR8h4wn_U-w&WH>#m<vWp}J@>Y}Xo8ga~
zK7R4%DfgRRKcBC8aLbJ7qrL=P<a?G3@Jb}ch&}Q8bt8tfGQ*GRKQv5%4qz|#U*|42
zeZQUc{p!3$)Sgk*cqNWkSAVL-a))1FUuRJfHZ#y8Zq}k5+2P;sk}2!DKVrkoyThFr
zxBc%|HOczex+VMj7PA~z)jULedNt;yIE|xp1k+fqm8!<;nu5h1iQ~WTF^l6l+}dp?
zZCmy3Dfh+pzfY^EZpcExNcPrG6}8)W%c~cTbTSt#ZI(FX5@7@8N`M5^)EhhVYd0@y
z7MYRvEbtBxy4H%EOp_3BsQBPW##H#TH~~JS&U}N*n!)V>5$SWdE6t<9>26SVSDD6J
zCf*DG@X`24T|;AfSycKEwK``v=c)luc0L_Xa$DYyP|Xs;Yg&<<VUe7R)!Kki%%B`j
zRZ(qiH#tUVCGz4!LWZ7+%$2hd=j$`aMAg^g_B73R$iA4qZ~dH!0xs+PyodC6aFO16
zeQ?@iT~#04fz5eTzVYBJZz2wCpYZ;w#rt`$tgNO3h4aQ|W#)~jP9$x>Zo|fTqe-Iq
z#?o_ZeU3719(T`K!f?ul;)fOy^Q)ha2mQ7D!g$@X1sdr?Y+(%!a&*NN>Z<D&XkX70
z3LDSp_!6G&^-9;xxq9LO4P=C1Sy6dLG?QwYYKp1l^BP(Sgl0ViQz_cEq_Z;9_=S1Q
zJ_vdZ<PHSlq9=t<)wQNdDT-s%mmrAk$>SwXPo5n9@nXL1mHi(n+1d|ZoJ`JfC`Aev
znbxrpI!cFpBN|tv+JQ`;v5V2t%g$xMz(Cc14IAkLrdHRi6S#icz-0C&vYt4eGm_V2
zG9*YE33_^A<YD$+mwmqq{y6z{-FM^G%#?zxTM54A51#~u)X_eT9>pY`5KsE~CKG6b
z{jDer{3t2L(O^#;uXHvc)V0je;<#ABgZ7&gAWvGG0jz;gYG#uO4bVbMZZJU9nw4pU
z<*0t{aSMRGwUf%!2GE8U6@YbSd_oMVn^j`8Ot3Ff$}L3FYzNl=wcY!$di&K^2h|G;
zjl1XERIfZ|i>mnNGXziEHKqx`IBLrRLz}}*tLovC9iHf($5M{#JO{g&>0uLPGjWWM
zNJR5y)UnVRGUzU}$8*qgn8QEgF%9vH^FQ#R9S<v}Z%Ktz-|1+*(AG9*=fM#Dv(_id
z(jx`1m`N;s4sQs5Mm%n)mm9R3so9jft11t1^$TOiaOF8HvixI(GUsjtFN)Ow_jmKF
zg904{EGLFj7FZiqh>{)ml89sh-)X`T!b@qB%njv?<0>Q5y+EPf;sxm&2av8Rh3G~0
z0!n=x5Opm6VUK2`&HbX87V+eVw6BxeEx*+)mR?vg=k0}0&sgPjAN7ll+aP$h?Yb^m
zC~DUJ`9PE(r89%hGH_ILcxbni{%_!gKeH^ezU(@^&Z_X~ux=PJptd2gA#Wn&?3sN(
zJ^2+=aEKpdJ^#+E;7i2pj<$;hIsbf)oU881M|S(<>;nI(JLVTSsijv07MC3jYynF(
zc~pn@$4`Ft@VF<sH10n3Tdm*q_HQ-oE`tNG;4bsTl2VOLz8BT5!!M9gJ2)3M)bk$v
zdm@JQ!XwB6;v|CXf>%&d5(DF8AJfy5ZrAa%iaRG?80}wO-ty#zXAd+jG!}nq#`jFh
z-RwnwH=FaWhZ0CYfJsYFLu&}?PXyzKq%Ow)Q5iFnpLzGqlekh<{wI(H&+RyqF5Fy2
zpl9L1l-uOxL4}h@_y5^BqPsfo3fLF%tWc5o@4-!L7mu9Y+y3m>pVg<wc2rg|RJYiP
z+t0S#{yF>gI?KdMC9qL7D7Zu+|6K)kR~#<=J?#-N&Z6y2`;i>3o8-Gwm=hTkU4w&~
zp~5<Y6w+L!YR+)>dT+7iflrmQSSBgRT|S6SwG43f5W(uZ6u~A3!?BeC<9$z9dQjx|
zBrW%WTw;DUGBU;)M7!A6+(^m=1$rX0B~`@krrFPCV`mvAwPp3Hl>J~u$?f9<cV@b7
zicG&0z2+^$-px<0Br!l2&rC@dFOi>=Y~Kg#L^aIAq9*xtcF9#c5s{`Z*)ve=ZYE?4
zLetDuuMO)*aNRPbt$1C6l+7qbPF`e91P_H1(XLoz#q0E1em(x_s((rcdf$awuD>S%
zzz2l^D?R~kGgPGeBL4cB(v@Q*Q<GN$kjJZzAo0o7M=Z{$l0$ZVRLwB?H5xLrRCVD`
z7-qidt?n}5#=`7*EjM^FrS8n%M^3lf#M;=9zE(>bHUS2!BaRSv4-6c_!;*L$j6N#J
z7Bl);8qc*BpAPWzaXX*!PQ}zqa9K3<^A7@6*D~ZM@9?X;ndqk8^SgEsvb(W{k1Fb;
z#Y=p{>xldcHf+3IqyRv#htrXdj?I8~Ec*nAQl;YWuNZkV{i-IK$>*}rUL9o5WhXvk
zY79lRWvM82^Y@U{vMAC?0bH5CW5dN<;L=u@b{N=byaG&TugMqyjBh{)(ZIXaOrd?M
z+;KzmW8%)I$bWZV8v!bl>e{6ED($*9uXAa&?D6zhIgHsNWvEy*5{^Q|6_5f*w1=>I
z+Fua_RpTW(51+mqN|(pbrLzql+!>XE$y5+G3<v;v7(z-M?<Tjs8IU27Lukpskk+o2
ziu3f>gAB;bQXR}rw~nL6WfiFqP<kZ*2Wa(~c9WqtDnc}Yes%W<2O6Q$O^EZx&Nwqv
zGYUjE8EhE<vTa8VJ_dp$ZBHl&OH`ddZ*SN8l4rI@&w4+3PqDEV-U7?RpjS@v^gZ<w
zo4-YWD*dL8bHw@;!U_#s(U#HuqGNtZt`m^9v$eE0*a=|~ahWRT-U#>>UVFy}dxd+p
z>S-JhNWrSJ(fp_HbX7@Gd8=7%;+T-GVDN}!h)6~+$H<$<P{Bn12o&Sf+tkK-JpMq`
zK<PL(Q4lroLA8d<q*-ryL|ygm{|?1gVbKo^R=H54VFNDxvMy2PA+)ky6r1$21}jxt
zuNFeLOXqJjUh2|`s&3RplRoMCxEtGhgH~xOrIwlf2rt2V0uPvBU8wsucy^?z8w10b
zB%vhU;j=5^Q>w6x=BhARHSxnC9s;4_fncd&6N_QF@s9>T{X8gozb@TLz|Y<P2R|_(
z^2+X}>0PBwqvA0V59?@FI)K@AE5z;_T?u^a7|7T{$v9q6SbEm#z0u!COAS7qy3<Pt
z_GBAQ1eyv0g({G=)Rnb^XyBQr8oL(y29TtC9$>TS^h(`n_1Jx=&luBYI$zJtpXt6T
z&^$2LIVXxDv<|-2WNcRvoFFsHNE(?<t}QkVt{n|QVUAe*R=aXP;)qNO)px{X(Z;lO
z7eQ*Gt(_=lS@{|m`9L?p6YU7Gc5FEc4lwW-zQAYsPepF@`XU}TdJik$=x`FND18U~
z;oGuT=TAm-MZP5rD(a3c)ATW`z1nyr@TQJma7!q&g6bhbWM*0}^)p#g(RKpIoE5c5
z>%l=m^wlc6zg!&?e}v%AGutGQ&WA8aky7AFU4r36SX%_2Ql4x|Yn>XYJH-}8D&ly2
zU8pvn<FB`nH+*FF%RL2G?9ova&qItXqV_1ra|(3tv+th#O0qvV_~(_mjXfa;y%Z~l
z{!Uner}AAFf2*wqC$`lbyADIC9MxSVdDHxqI9?U={M!=~!4c5jEDjo*>SQM;m$2z2
zti|y|h5eQ1QohEtGXDMG9M#jXanwY?x}UmTGJBnXG&I*J-I?3E#jhmSdt%lf7Cz{>
zos-C-4?vmH8tZ`&e}DA2k&*Cn&?5Z6YoxP9$TGmJH`iC!QJ2tMfWk=Mco*?K^Jn6)
zw!*c24XCbRBsw?wplbW>DPdWaq5#MnKiM9tums?73N9}ytaZrT&9A~!Jdu<*2FYlW
z_qsZ?cN{xgBW=|Rb@PV>N6p=@9b-<LpAx^X=*V@myI5c*hteJJ;!ys(xpc{wR;VPz
z>w-UKI>I<f)N-yx5*H7DH~P2qp;DQajKa=IUCZKt(0sxUyexM#$yHQQv@Oiv>%;8j
ztBR8H5aill^D+$j00x8nPBX>083>d``R^h~%VVll^|L6l>LZc_#SYf8xZE4v#uFKe
zr%!eEUY4J~;qhX8sH|gj@IS=-fYTcLr}rIm<CVB6ctY!_$)sSgp(RN%&E?M1<8!|&
zXDVw+$%|=e*<H0ih)_i%dnK-tCZ<qSKv?b_X8MYJn=&q~4CMHCv-{Ln`Tly$33^Fa
zh3q_GHC^5{Mq)D??ldxMQcLImUFl6HgPx8>{#LttG?{@_5`)96i*BFBLa8?ZcDB$<
z&f2<x4goe=Kx=$~-QHWDxX$7$kkRrs?Ckuuv#W_|6n2HUsJ3C?JR^hlG~VGIhaVjn
zDrtKx7(fpQIOYHnd%LEYTxD^K_`c-V@Xtr$q>13_@DTbtHd{2C!1OmgSKJvdL`B7w
zo$)s>!Or0C)OUt&JC)bmhWZB=RWwxHD)F2ndx@rJwHe%JuFUn@cH1So(z0iXs+|um
z{jU+IB`V39#nrMi0F;4EYFO?~x(1lKPU1cwSkWreUC!v7QUc~$br&0zkuZLmU`bgA
zxOG9Kv|wLgIlH{)yUxOqJJNov=H>}H(osuAKwFeYMcgX9cvWCWd`Pc6+8UX-pQhA>
zp0}VVy7RVKOUV`MDc_E<tH?tmT@#;`KQ0iqt$}CgN?E|b%e^|F)(}Jyr_}T4F;pK)
z;{LHwKmf3hLZOBYDy)1ckAI3$aYWJj=8bdtHG;C}wBz91!*qXe?Oiw8VxaZMLLZY2
zA*hAw+DCNApMRiO%42P+hWp}aChYWo@O`ey*gU~hR)BuwtVP2>V6&VOW}2Lw<j8aI
zW#}j`ypt!m%U6!ZDR(ci<8&QyaZlqM0bdv&`@=AAqz$~)h$encCv<?EF)61ltoaci
z2RSVC>-3b3dm1)+x!Nl(86Vp+bR$$rC<`!#&w=`tR005lHq-EdI-;M+M8i4|r&@;7
z>j+TKAo^x~9ZSX4<E7_dTqC%C&TW#ot>M;z_Y8%r#STU$@=03<W`QlKj5$!o@3{T1
z0@Kn55ASx1c_Tld8`YUBpCfujkm@f)3{Lu?U8U&PvOzIxpyMcbfEHX4`r%DBxpiAA
z(NiK%ZJ`hLP--UPA=ZHcO|sn+AW}4#MyWyEwfXiOmzS^f?mb)ZYOKlL{KcUu%aXSR
zH?DWUu7I;CEG-rUi>5Gnx|)XI9K)JRuJ50(-!e{iGr)LqMmDe#O?n73yqT?*I@*>d
z3xcM{muOaX3?|u$_XsLwZG)zEvxIFES76#8Aq@nD1)v%ZGTn8>h+LHuX2Djo%!2e>
ziGAUJr9>>0*x6xp7%2>YhcbUhT7o;ZUbSws73Xc^f<t|rMWax49awFg(VD;2Z?zY$
z|0LP3n+7OHOoMI(FS`xx%w=Ah4|~(<5kvF6dwpd75bs*m-GW;NU#mCS{M>tMV^-mo
z^-td#MQisC@D*X$R!0qxFss!9=6VUu1biCaKI&r0#XMr%=3{-_4A=rEP>gS5tmdv8
zI-&#UW!a%)M-L-cc(Pzf@LB$>@j`u9z9YzKfooV%M0ElfhK@Skn9~EMomW=-d)aK1
zN<D%_eFtFaQ@UV!O`ZZuZ>DOrsNML1L?5@${d^DTT~1hv^O}z)N_no6ob28>zuv!v
zbgveQ1*(StdUU1AS{HC3{io-c@w0~3L3_#Vn4pV&xvVEvd;Gd(sy*qIhf!~iyJnZl
zv#Vg;@en^)0147or=lQm*}ie~n#SQ6Rbg4q{3E&*9>DQGP)u$Io_=?SGaJjSxkr~O
zY4~-*{p$s?;5T;ixEq0saJzInd6un%UE<v{|8$<I6|jB0Vph+!5Cs|$&d)7SjhquI
z(igqr1B4u%A36}WO*5?ZXk^YaxW9{Ya_DUK)-&rQMLpY~1y&x9LT&Q?BR>whH)AaD
zyDF|YKds-nv^9oP?!fb_JI85M0?q5l-PTk6LZ`gPu9J4UF?kQ|LRm7iQmGBA)#8ky
z#Auv49sw3tYcEIo=-V?|&9DS0iOA4P9T(37D=HWqkc?cUy`+lzNv9dyIEEfDSXhxJ
zf3Clv$~Kjieu(mmoq@QGG)CKs`wlc<&?u=JDQ$ew?Fsr2^7<FFgq6JE0C*)7t+d=N
zMcX~Pv1sY7#QTq~dVM{){fs-?uOu%L7wplGy$mClj&CCeXxhOD8@uubYtZs2vI77r
zbA3_pe9JfACjrL0_WZTZ=F)ygeheCpEYdxUcAvO{?=}cakDo^S88FEF8vXrhR{wx|
zIltAM#Z!|r9lv%-h`Zj(w5(9QP^BZD!%X3*wo{@$OUNBK*$NrDl^5go8s$yZ`okQt
zJ||fJLh9m$?%?ddeXZs#Yo0$nb3pxI<UU9kV&KaFQYv+WX3n9mHcj*mxTjsieX-VZ
zvS%4=Z=tdcYjtM!9wIxClu)QL2Y~_QbhY+R?hE=uN+|=*5UK@w@O^v|F$c&xZrdhb
zcV(%2Q&6Zl$8}a!0JTiMcPz1Lqw9+qAjkAn)w9s|xo$z`Zi%+PLOm%$m64~J6It70
zY17g`56A2@$-9-zZ|Eu-8G=ESh>asaKskyZ{IgOgB6Tt2Na=@7-JVA(GZ^gcbsPp!
zmfX<H#W+`GY0}y%fN?#w>%aY0BL%L!K>WN89M|UXNM&*6oYdr(CabSmEFK+}W8L(<
zP+gzKgFw@$x`k@c0t>{*h7|Pjj{g=esHKc-J#Z!`YT%w&Ws>cVe+ej~X5oGCu!na*
z9*g_2yzMk0%fx+rhAOO6ocYJG`1)u_NN}Cw;<k9aY|(V{dPj@)*-E&nT=b2FwqE8p
zy05ZAnXI#-e;Bd+-C>b*s`vvOJAz1#H<4mwSBIp?HyHGQd<J#wTt;=(&~WRUcKp!<
z|Cn>d)&Z)oO_FL_RnIIH=tw3_R>=bDqFWR!U^v;2nOCWI45=XE?TDgv1d?yC(`F+W
zT&vB{BAMx`xRNOSc@!UGl=*dFByH`w*bzDNUd%z&f_69XSk{MdXYSGG<|``J=aM@s
zW61nU<vLeca$fah@VS;%%oiuzV}XkhJ2bj5idS_stAL<oY)Vujd-iB5-)XR|c9@--
zvcd*Z<Ts%viicuqQ67ERn*T%^Dx2LP%3ZCVnA<zo%rX9w|N5Tr@Sfoq&W9oUZ-9A1
z*7}juEjMixj`?(<J>!uck<q;wDenbLqXcTX_sogii>AV19M7-UCq|Z<_&hyw-|Lr;
zE?+BOnb@-iw}gwT47%8}GlqHL98Qx00FXW;cYE;bT0l6{mTN3^7DL{%O`HpWo*pBJ
zB(2k(|L+_K`S&V{j@%}Fs(+}+zJ6qu5iO@SPiVI?;sXM(Z&Q<Y3v|M5>hEmJeuKR7
z9Q$UjT|)IVKh}oBVk3|hWIOF-#xsPGie8PDL`KKM1R_hnMAkEas^t!5<zIP0I7?GA
zA-s$JA4li@&-DNQ{}JU7Ne)HIin3`cA(3K|*&KIp*i0$PFd|cUDdeo=un{4&Gech6
zFzG;4I%x-Lb0{S?sdr@*)$6<O=ZF0P+hu$1@wne_x9fFIL#bX+0k5zE8CI<3_mLt^
zZk@o#nQnO9=RdKt1Y<7>oe~TaT4Lrcv=wqW>s0x2Lvu>~jaFg-`9`RR&$_%2FPys~
ztc}WUP9yTahqW+LYb5rHbZHvop323gxO^Z%gWO#y&N*h|O6;eLl9~jsGqhXzqo@#(
z85<5?i41~$2XA(CFkK5~+TO6^mnkhsj$Rfhye|gT>pv}XdboTuNxx}Ol_obC9%;^V
z=-|2Jy!P1k)-#uNWXc<U9htGwWxn0{MBDvDEh7IzTN59b^f;Kxmzu+?J`}6MmOy(N
z>zK+4XMdW$+bXGRi;86-l_v3wAYBGjh>lA7LqLOU%~Qyw<=vkX&3ngd+Y>%0OZ&oK
zZ=3K6GA`ZyowdUY83E0K7FUj%j<mmQpkz@?!>dtfB{9>@F{7=~Iz|Q99zz=D(g<FC
zQkzi3xz<GvB5BO9E9A?$ycL&U8JXp0xU4RdJXI$(7GAv7lT%SCOy5d?6A55L3YX_}
zN5==~b68hRAEJ%5fUACVk2DvZ$;>SNKp}CG;;u5K#>y>0TpM!n=RWt~?+Vs-WH2k5
z?eYlOq*7bZSJ<q$36eUps<=)U<}r_ABa6>GOQp#ab*$Fze^U?(JBqK}#5;OvdfDG#
zV?22w2kjOmM%Q_P#ZF=LGq1x7-lR7vC8$HN7mlYk#{Z0R;flIHTm>`~Y>PJf!bVoy
z;|D5LhP@SG#kMdc(kR`fc$2A)P8QM5$;AK|hsbSpTGOIwlVI4TUM1A=A!^##xdbw{
zzQGHX>*eWw!M&7r`Fsm|E{wm<_Jw5EHD4M=_dh`YMZV4j^n5nG{5&Sc@4!np*fRt*
zxkXDg3tE2w$rFN9RT?6#Bu^6|*RjnGLiizPF!otQJd8!4S(>aoSjK|QltZ`lbKQ^s
zA*k+bHk`=*imH(jEuw}~Fp}mZH0TOY9kk}tP73DWSA0l=`GF!I&zPr}DLcxjLKmU5
zlo1=`w{H{Zpc|g;4^wGkk;4e9m1GTR<1>$j^2<aznZBJub3w2CCZ#k#r|skBNX&P3
zy0K~A**ij`;^vA6bez5>AnyQjK06c_ljCpv8g3pX>I?jkxBXkLtFH`1hy<yAvZTGN
zMUrvWw2Tn~^U?CbR!HBCe7WCILh_4@i|aiRAATsgB{iq^&Gd-C<)C6a9nO-Md}iNn
zyqi0kaWs^ma$0(s-NJyk;o6(Xhkravo){DIYZBiQbz}B`KAM(Xf29fn+a2ates0v*
z`G(Lyz4FyGSp8>9@XVbdn@t{wh(SaO+v~NoH_t83m=v2S+0i^XU^1+UBUHi(Z}8S$
z7|Ed6K?&n{26XuZ_^jls{_XfoxjcB_lC0fc&@UL=bVTXSYGD%etqjX*kF#pBqML6^
z9&t!ahd!;}wa7+gT=9*27Kz_}_G52AIt^q+nMdAb4jwKrJ4bqUNkoX$J>6tj?J{|J
z9GUYVM!!^ZEmGvALTFRIn95K#o_>Hv^CkQSNPy-J_)6_be(Uaub*%^Ix3LoHt2g<Q
zg$EZ7ehxw+1zZZr4<UZ;uyDE(xEBLic7GhYhWbz;VCUM4lp79Dxag)V+*OQwYRTbn
zb5#`1lcrZn&MkxkHUr?3b)A4q{^SnhX#&#k*v`GA4*VYRQmo*U(F9~gIx(t3#UL6a
zc(aDo`UHDkliJrav;tNHPV-YOJ9;I$=d1nqjV0;zL%8Tc6P?&iqt_GYHA<QrXy1=`
zmwB>6jzt=L$A-BP<nz#eqR*PNZKv<7o}Nwx%tk(RomD=vm|pwt_-f%%hS4n|2tT?m
z^~Yz^+~|bh;gVBw!&UN2GpUK)dUnmo_ce~1kNDL_W$JiMnsNsk0J2oUV4*yx#lyL>
z*tl5vpJEbZSZV_KLTC9|V<5odjJ!de=;{?2gXyT(gA^ivkjZTj-yK8#-rsNh&HWEB
zH?T9&^~u+uv4+fkrRU2diWTTMX|Q{G1!>Sg<G_P*bDIo(t<)?m*BorH)XDhy2mFPL
zP`+ONGuE{Z(vqpeLxu#2bg*dW7yZ+NPnDSFdhNDMW1}S*f+#{`tRE8yeh1oKcktzS
zP8*4aIUF*&AG=~f=LcbNUJzRyT31gJslb8}xxP1)7yiW*T#gE#HpZZ<rV_3h>vJ5?
zWO5Vx3?~--y#YBz*wa0|<$ROT0@9NI0fw{n)N>LMJg>64kW?qb@4?m4_~<kLG85-3
zMANn96z3-w<|ZA<pPjfnImElg#e=TeZgE<fGfgkK8kzthF%GNn;&31fPcClF%EZn0
zKKjA9XN-^IwH4g*vW-Ld*=t%D8~0V@8<=~bjMk&}brk}71G(VlrvC6WNq2K6JFX=z
z+*3j!IVSL>TM&}Hg4IGoBl4LKt_69;Z`T@PjzO6^67YCa_l`Fc!%e*;FWe|u!ZD(d
z);me!#DsI!8+u>`B{6A_E~kCgDfBq<mT6_`%<!$X4h9<A9f>I^hS#|x0<8ZPn<x2b
zwP;zAyXRy4JhT<6ge@p!J+H0i8{@vS9t4qguH+Ky&;g6TNjtkOKCM0ZwZV=VH_suF
zyKM19yx{$@A0#ws(RlCcQ6bu?gU$wlZ(z4G(s%&sVNoI0NIhG}5TwzFX7T^j<{Ebo
z*tyX535Qoy5Kfl=K2?MUF}D|_NAn2~H~AIdRIYjPJol=@cG3erd<%g+Xe$dP9j_<S
z=IozW%d5d>#{;_Q7D={iX5+4QuDzYN0=Ur^VJpIe<zIa9@LJXWB$G{M&--|%F-W5)
z8-oKU-f$Yb4`{=~=^Q$fPFf>N;yJlE(<5-DV4n0$JyDmS(z5*r2!Nxhdu0Sd^GcKh
z-c#RZZ6B?7LD1m?mkbKFlOTd;i7r*Qw3ln)!`KvVGrdo2wb)KO#<Fl<w5cf5U;N+Y
zfh6<esb7!&G6(=9uX9PF$?p$bg`YDou;X5(;I3jMN0SqB@@4MI<Yq}i>%}gZ^yvk8
zOeKjUz+ZEPZId}-UWFJm8Y(?sUBZm^=<d&~hQK+eie}*Q*h#<sdwGVX)ZV}ez2;KZ
zY0e`)9Y@@2%@xcFLH_|%%i+ooeE-)|cVXGzc5lC3_i*ZA(bN#^%BTHhu=my5)-)}Y
zY=Mt*Y`Q@u_<nw~lu=PN-<CSW;az&2>^8d~4zU#xQ=AMxT-$#FonCwsS}mlQl4524
z3$Cex$F{PSU8d-j+9dLhJ6@N5_yI@5&dZ2L-c;mmNJ79ZNC20+K5l>iw{O4f-hPSn
zWYqI-n0zpJ(#y?OUwltKN60tBy>e+S%a_H2;;go6P%ErHuFqcg#(jbUsXrvX==pf!
z@>xN71S{{(>rs$5){tC`9ZqjV_z-Qee~N2!@?36zG2j6^d3)^1O+aqMII;SfCzo^(
zfggT8^N>6Nd5M-OAcPiLlEkEi$ig|iXseur3ZHQaD=Dnb{9;7rj+YfvsIb6=oo6To
zZ_comQAuqoz2}Z=l)FD7lrQP!6!c;zcmMHf<FMfW0A7%t#>RF{)u4Ssiv(I+D~*QI
zD=<6L<QOfLP;$-EF({;JMvA1E8nGV}Hrv3nQhJ2ark#F?Sdquwz&Ah7LcMmR5bqC7
zzM+38NrK}_kfYP$E)$+HCk|OmrrA8T4ReDBS=9vXI$H>HvyYn1T+JR&oZi3RaQ&H<
zgwhGQ+v<z&zfPo5S5%s5$5WVdR4-03X&=>`f)OcVu5F4BLIsYXWMD!)T~S-RANDLj
z&>|xR!*!jxvK#5eoR!-tr>bgN@&eQ7p?f4~{xCR#K{R^K;h)GHtz}|RFMy0VuujL5
zS--gF43{<VudKE-bM}R}OIs7+O2Izr!nnu7@&nFUR;Tx^f3oc&(*NU-)*<y{SC-Uw
zx<*C0Pb-H%p|?PAF`z2Z!|(hTaWru*eKScQkQS3f%H1q?hXNBcl_R0jcKne|2cf)3
zT*t6e_k>5le*I$+wN9^*)m8I*WgsR2w3Vka)aSp&xM2l>&*Ch_ps{h3CCt>Q(Q2}K
zi{2iRanHVq#NM`z*Qm{$c9QQ15)*tkKO!?8xo<(Wb)d)h1%59ZHtKk$r;6Pvnjk7U
z3eVcI(nKZL?iz>QP_MtAG@`^ix~OP2?vad1qLfzIi+-B+peD#2(4bj+cC#Iue&@nE
z6JEDeF56?ndSvjPgNbdxm1;V78M62P>PL;fJJ(%Q3_qWk+%XZe2?;ijcFK{w`dP_w
z-iBnC&GB!-7*YIOL3P44i81=X0_raLUMTJ@B`^M#%eb(Mp5L*`b<4y)8j&U78Zs}q
zoEZxUmTu-c+pT3SN}Sp+32rnOr4C6?%UM$PO7RM|OPAZPG6~Qp@NW9_P4Kd6JW6p6
zG%E3Z<r%5=pkm_ey{@Og)10ya7_tyq{LCiA&}c)gsU0u{TF(fJ^t(yvaU3MAz1`Rq
zhY$I7@NIyw=PUXEY{qRb<`6UKb_jf1iG#6Zy&HPa0=38;iDhHynenJ6hTGFrLqIs}
z=p@Mgz?}nn7tXBxows+mdECLI<iqHfuEBmbaS95O@@;}CG<dfwcD{gW?dHex&2{Kk
zuhP<tR?>Dem@ME+P%%64T<@ZulP7-9LH`eVTruszbnG@SLff)Ps2hMX%&+tC4{U30
zP20azbWOFhzpy60$np<;O^GfN$+M=emV!WFy(R=A(%%56qTq9Va+Msex>2JuwN}?G
z5FH*GKSg@ca;wuwLAQI$D!vnlPrb@YfcTH_*IdgeIx!PTb@MmOp=IDfByB`25a^zA
zGYY_?Sx0uD$*fo%koyC0AW=66egUY3yt<9Nr>vqRZt2emZqCl+_ITWctz5DDt?u%(
zsI9IGt9b9*OdIb_X>?gEg(yLZ!OisnE+QK?f~$gJJM>quFh<Y0U8Bz+!A)rYQKagL
z6=lbAWVYO<-DEnL|8Ur{Rqh#i%WR`o&O3+?q9{}cXbTJUthdVI=Fx1m(duNDR;UIX
znyo?7iH;>kcT&s2(VrUPhdq9`b?~^&hVDSH<yHfu3g@yVgXK>fT>8<s0nIg%CxJd1
z%`E;)B>G0mF{&-_R0SFk-lP)7YlFd6g-PJ$jU(I~Rf)cvWM>JC0|FluZ1iAGG^!|~
zbjn0BVZg@Ai#rdzuNptwIaQl4tCx=oXK7-RnmF&F92pIklPlL1qh$NbyEXLx+W(U_
zl&t3&_&%l+4%aP8hMS@CVDa4YuPLU87?0epv4vgmoZUapk$<!S`Ko7}%;J(L4qI%l
z0-LWGz;j&0YN76wy05%-m;R@kq18P(G<)iTxPKQt!gI=h8a*H+S1EuwE)N3jOiKtc
zMrDl*9S<J^W+|u;7{yUjfz>?bt)p1lat}CKy|H>jcVKD$XjyY-zPL}cU;>NZ**<R7
zIo2Z)z25fAyKf=o%UCx~@%xX(xi$?!nXC}y2SM1#NfC0KwT_hv^jjFC(xybrC!7RK
zL31fyd9jXn-g{EMf7_i3yR{tg`pERa<a^EgL}2rn4>0;`%HG!2+|}r;(wdN-os2@m
z>raK1Kr0tCw~V19_JDfEKpLHJK2Y-edHAS_;XC4;PAT+{7?Ldg)2>STBj1-&+BppP
z$N}*Pgp*vc&FAUDy5`B4WK=~2>yYb<?Lp(5vvt48uUCrc@7sSxhn(cb<}1DEZ38J?
zLJdNncj_Ja{QOc2g>*kKNZP*awC4i&=4qp@C=9NFMP-UI2Rl{7Na3v{J!h`{g!&{Z
zhK==bfZ>YOw532G+}LuBv86Ep2D4JXjkVeY^#jKoa4;_I35-ZEDJi*tgCO|nqi721
zej;gUf`LpAK>0()B7ElIA>weWLz-@ufSbX#iZ_|VRkx5QE*`EPRh1Ux7b_GIp4mi!
ziBAZkFmPTw*oe$>Tm6mr^-I22%wSQ@?|yx2=hWhl;dNY-$~)+};(F7@Luvj??R;0#
zL5??~xhMS3Gv82Fiw&D&6yO+e{%**)EfG^)TwFEy^d`yFJ=TUD3f+#1!|afZyf{rj
zvcRSzltu1ujcUU@E5WcJc1suzqvxOqmZr>{NIn%-JsJ5H!{Ks}Up`Yho4whbVn*yu
zF3r8$4+}M+=4s|usEe>R>kBz^DXk&x-QsZeHa635XIz?UY8@z>gP_lg-&b))RozdW
z6sn*j_l|#V6Ic#|x(8T%Z~g7s^Vv-udwHYj_8D4xxx}nzLeGbQpAWh7T(*G1-s|$}
zVTJu0?(m@&+V*6U*39W#9leHqakejk<<rSpiDh_0#}aUk<VBKW>XIK6RKG$E5rw?A
zpTL3A+S8lGGY|DR+E^6I-=pRBWlr%>D5(qQo%tu|yZJZ3;`wKO#!nMbl)9;z$Gg(X
zX8d_GQ?}q=b-iOM@!rd!lFQ$8-^~2E88#ZWr?z?EH*{#P(ei?8!l;QSi3gS^+{P0(
zXF!QcYq^Pe9i{rljT+{uNZ42U%#GvYBIGp?0b2)0=dm7HM^cM9mUgz0Mqx;kMgu6^
zM;rQ7O(zU+t?m!X?>0QzLSz2+N>t<iAZ0GI_IgW<h)l6+0?~{vO`|uCQZ|J)(pb9M
z?jG<jka?;*J4vxh(Vea#A~QA3G3qo7*vk>`h->M=siZ0kebUAc*A8N1jYY?2>^HNL
zn{FBkE=Ox40(7!&k51q6h=%>10It_b;pl9y3T78*(2%)GXzU^M^|ZYQ5D4GET*h0X
zKH8qAq1uwXj#xO0Dyg8UXL9X~M8rk<!J6?Y;LEXz>Z2~B`>y{(ntlIpPG9u%EY2-_
zE)kPn5V}%)85UFT$LcwHX4FjmKS0dLg=;4ma`1dgM4QlwW7%*zbi1$%{2GH}+bPj0
zrdXX+5Qm>f|3T<;eK&)zSa6rzqw}Z2e7sVjliZMCB>HvWxV&P8^#Xs7&f}Z0s2hNO
zZA}`gGbJIV35NCVJCXZ!x=(&(WV=mTB_r*ooIU^iUb4dVM+nineIaGVqgVsCz#|_t
z*RQ!dWfvc;u-F~Ti)iSJb^79RHXt^(IOBFO@8B8cIfp-Ouf&WN+shv=t8j5Atcfez
zebS?-+|rXMMZ!t6L-D8iM8R-_<nsM+(x%0hXgXJUCw)KvbG0oEev96tcs7Gi$2)4p
zGU&qrADmMbKi~aL77rPSDpCHY|2?p0_iI`$#g4|Oh7tVl<?xrFH-q2Ur9YASKri@P
zQ<`W_RO|j+tIph3NhHo1jxBwH%$7RvSfMX}Bz{ADTzBBIHhY7|!3Zw`2lUFqqPfTI
z_UF6LMT<+i4K=N-nJ=^vQ`@0`o4c_@(ij$xZ&@75rgy|)n<9h>V;Om*(<EhTk~i!t
z)a}?Mi}9a}f96(2Q?1*gV|y(`)pfrwsR$gLqeK^h;A<pL;dcPvlF}m0el}4x7Sp*K
zNr-dAOh5CCW2<t}6aEEn(ufY<81s)??L4t=`&OzxO#xfYCU4fHmf~WaT1O{H2yY)x
zKh_)@;xx~3d%=dgUXxOCyI%}y;~bV<MsKP(%f<mspv-^HvVOgKsTbG0SODQ&cTBt9
za_GXdcXt{WP3U80wX4mG(5-RuasTVWWkfxu#1A;Mfy;dx6H~#z-;0GG1$|WId+o$G
z-<WfF1uy;Djc)o5Z%cccf7Uu1R&58etqux|9^Qkov;jF<@AgYjaV?8ES_s(Nw=n;Q
zzfYFWW1D+!Mr3(If>#D+XS^BsqjHa}1LB00%uaOMTw8Fs0@4N9(<0?XU*aA#kGuR(
z-nNuaVJ2*tsBen>h7^r~i<d{=(c07V+z5V23AEwb^jMd3ir{j8!fTwbFx&#Hx8qY>
zwRl(H_wl4pl3!&C^!|XKc^8DmYGLS@oIeA{!4^ghA7Aw>{_$$N*Q#9f{Y%&~O*0;9
z&U1uC8tL!iWcz<><*8iMM6N*g5Z%&^lz_9R`B{!=ui}c=IL)c(S@RGV(fa+97uIth
z|D*V{Z4Wp9S$mKFw^=9kjK{(5wn-T56Lyj1@ggfBwHBc1<KX{3JZmJ%fr|9QBSCdk
zFE1#;B5AKHyt>ZMwY2MZDW|MaIPQDNi)HO;;65#lI#yYC*~X2kZttHY-KVwIPhyNh
z^ZbqmdHS4>=J9E-L+pA4Awua0&q1*uNnLp$W5R2~PO+-{cpMc=t*L915tk;hwms=k
z?P9TnRuGVz&t=RZ5=TKE+BhqdtruHCV4~+FI3SqwN}@dfUaM(;&i=XzZMRONbr)T;
zTz&S%f@Xtdeyl+jUGS%>YMPwiH>laO(D)Z^%p}=1TJ6cA`IOq(N{Gp{St41Pg1+=_
zJu+mJm&Ada;4Rw(wX!(Ig+>kFV5aqcq}WK7Y3&nRo2O&&kSKi|9^}D_Mt>Focc8=l
z+(IN6)_@vN->#emwrX4ie8}sbq?k<2R_C=AM@oPy@{<dGZXO(6Z4ux>UQOWWklJp$
zdC_i<`vPB5vj7iaX%tX-VA*`MFKJK4Q(X%`V@G|f?iz2T@n{1Jo^AOpOe-qL`TnKy
zM2;WOXx?vN-n_t6Oh@OV5-q8_$2Z*NErK-31?s|^!)9@L6F`TTQi3F^k+j$obmFAw
zmGc0GWK3;t<~P6j^JQ*Z%Q;k&Zug|IZ*i<kRIQ6yFsPsZL7*Idyg&Z?ryZdoek<Nh
z_Y1x0Q?TDxGAbxX%76WB%N&{aKk<6%SIa_d-}Y9*ucTIR>&mG+^-jI{*ZCv+eUy}g
z=A!1Ql;tnM{~~^`?ORS5&8U3!YiQc6_T-Hy2sfjI^iizQ3h@(sL#!_dO=PJ$Wq#c&
zI5h&QD2cbZV=!~L3C1|n_8u)ylF;%e*{ramHIIYMbxFr6#k?B(bjrOLh%M2JM}y&_
z|9_f-VoeCrw6@Z;_VA>+XF*jnD=pVB6AKC@x_~~}K<a4hVP#1pQYfsGEh<u+lVPJ2
zidqb;Z>Aag!-2=j%E~Sq1?P<W9DL>6V?$kk*AKyF5#LoIC-z}%U#tg7(7k~Y&tvcS
zW3La5YT4r8nuooB1qOhyXrhy<BROWmMT5Ya^czI>DS9}le6I_=Dr)s=;o3Lbl>t-#
zTr|`;etPXXt#Y>qYY(S6KfhM=wBaxG0_oFQ@}~{i4yI2M?!rF4fDE_A&ilEtmG_Eg
zO8H{JURaPsG7kxhe7)Q|TK-zRzSe$qr68!wBZMG&(V1W}gkuWA3EP(2oD`{(7{C6S
zz2CbS_mAIWx`kXj_n2`hD7G}-wyNk~bes#(q4#`Fzax0>aUr7`kN1Wzc!^eRQ)4SC
zD6?(G&$=LjSnT!4$hKo2PfS}Vc8bR65f@i{W|RW~yx|RjFv$s-G<G#}aDK(KWifMY
z!9DQ9lvCdV0%H7z2I9M3<ITP9{J3!Y^qifYI4D2tbV=rsmHSFl`I&+n!IPfnU6jwH
z`ms39X#HiMIIo>tK|{`KZzhwoC!7_>QpoE~9w}}<<CZ`)^CW`d@#Io=X9c4$?V_~y
zkw%MiTmb*a&h_B~?cL9W%BZ^^rDo8rgb`giQ4i$KbU?F>hZ^-T#<n{O;sI(pO^tr>
zUIb*!d3yPnp@>QB3YHZSh4%@AG!K0fvf+DGceh;@Q~=n`01W*`Rvdd(v1^C^x7|mX
zKg^R9+uy5V=xceH`8pLN>=E(`P8<|0M<gF|`BI#LV=bNt@?qEC7Z$sj9{U6RdR?*;
z*6tHB(S~*c<2d$Ao|oe*IDYTTz_gl0-Zf;1>z59Zk<vG46lG2^$JiY~49C#lu&JY?
z`-X3v>qWn?UF4R6?gaioFi#%pJ#+5<L06mTvu1{;!i%bF-jZ)FR*BymCK4;YRlj*t
zqY2u>fd#Z0hd!bg!TA-bEs87iyYd@4Xe}p#Ki#=ro^@*X`OO9w?2r7p`|0BOLi2@t
zKP_H9$ci$66<s~0<O)TY-Q#VZFY<MZ(yOvYyS_r!(ei{7UH~^MvfwL%89#8f;JS}R
z-6BTbe_b-mx)+dsF5=GV>b*Y@NOaiN(PgmJ<N`mK5I>e7CGYWR>*zb*-fe!`3FpOe
z$$9%5{w<kGH`VcSDU#G=)*QO<iEcV^XV0_B4eim0H_>F%tr5>6<AR3`Y4J4cV>(uw
zVzP`4%D`y%HEFxDBHn&2WxoV0TwUH@^JvZAO+{rF`?_3{&v0%Nl6#C_s>@CcR0mGr
zijbEN5dVNS*w|QA<UZLKWt9E+%%8LA|F9Oz6(Kjb)o&M@C5EDtrC&YHwo1%Wb6722
zLV9n2v`tCGZMi#&pI?}M6_U*ARBeNkSR7i9EcPvnowTHt*p@n`DeZib*ejlBXr!vX
zFZG1k7R~km?)w%&Td^wO$sr?A#e!w@u*op80FU2s-(@%=x~3@g%*?pmzE#L``)R0X
z(q3UWAE%8(au<Le?jWFht<jZ8Ez2@5Evt>)SHCk4juVFVm)fsf`6@t~6rihxN>3m5
zUgPWM+4W<ZxB}LR$-UB0U44=PvbnB4^E8IHp3ZN};=a&@I4ScVdL6Ievt$H%EI~%^
zST~g~1kX?Sd49PYu2OwpKRjQWe&A;=R%I#3=hW4<|2`6@l+7hPPL8W<pZAJ8Wy|v$
z644V(Vs$O_yLi}ff=l#bEH0JV9TsQ1psGLdbj;2|{sVZBdVjIvo0x)e;*#KGB`S$S
zYh>sq>Fu22Fcaz<x-76}M9s&BMjuM8x!TCl+&m*W%zq{RHY(!!L7T0zT@h)OdmYA7
zc?W-<Nu^9IXsp|a3F$=|D=OTd`n(M?hO>S?bzIwMZgFAT4*Qg4TUQgZ5d2`m>&<Av
zc&|7-w&YZiO^Dwnry<WhjjYR)hl1x{2|BW51Y+l0GCJgDhADWMU9Up<j)gOj%BE^t
zgJLHO-8rx3neactnPbZRp?Ehxgz}5AeRimAm>qZa_Wh#0?*|iqABp&Q+G#4t3@6r}
zU3-l!Ip`(7W`U>OeC@biNRVCYteL$fcB!cSMvyp79J^Un)pJ)_{4J?VW*ZmB<*+HT
z^UA-coP{^_AYPqY-IIV_*p!EFAP@+g5R_BkVxsM)(vKK=8c+tUw=|SrxJS9Thx;}8
zgSAJOiLi*MQZ?&wK}Q5@->7*Kz&`t9Y=Yo<MhA>Jww^bv5}wGiONwhBvpr*yq<JDy
zUUN~w6dp<d4X<3$BSDem2O9ib>sXCN^(3?M<5{n1muS<-%=bZXi474SW$A=#ZCOSJ
zrju#;I%qf)ZGC3kNl~W481~CNj(jNcu!$SD)><|)gt`rC1q4yp$A3<1ELi*iJQ@1Y
z@g_^(>d}X5<FKcwAd#C_7;;8Bar_V1d=E}xCIIt41#@YzX1sMLds15CqjELIapZH*
zE8wJP8+^<9p1}EdJ`O&P1_s<4Jm3-5(52WKUG+%q*F=)`TFa*|G_2!vkcPDU*Q3)}
zRzS^|c*x5#C^9@rFNbLn2loI6*3#}(WObQ&;H(#!&f5$OX*8bBWfJl3bcH!0LBm8$
ztsd}GLTrvT5K_Ky3UuMPSb5N?rrN5atN<^s1En1be`{hl^-0z-cjkg|+@1qyr3K1C
za)`l7t^ag`2{1%#0BI9n3$60Stv+aPlXo3i!$qV)(sow7_4>uzOn1UxMiHv8f@W8@
zw#r>AZ5MQTUDt@2M@Y}u*JresrDeCytZ8_qf-Qe^!0Svz+m~9L9qTv9&H?yLu7lO=
zPS$u;X#PAQz*yqH5<H)<TS}suh9@*O*ZUZ(*Eph5m_jS44pXQW4Uo+amssTZ7YBW3
zr6viZ%hMA(eV;p#th%!x>_lSwCSQ6%htko{%e56?hIf708HmM}wIJskzTUn4#r2D+
zQCC6lXlGkzmuI%m1(tiYdVfU^&^^aP#roPqY81$|kVe7S#0gSscUc~Aup^I2ZbB9m
z8|J-2*69!q=p(K3)d>?A9BJ<%<U9}LkSGKhHJ9hhag5leYHX6R3iSW;N;8XHeCF+`
zqLhR_oX7I$YF|PI3~0IGOnq_6Ns2l)l3(V_{77xHB&E=RjxSJaiv%a$i;I}Vu{z9?
zL+2b{Ha&Q%3PG}af~R6{NzZlC=gcxsAeZmWzjv4%Xup7s)4JKE!yuHqGqjqbmt*Df
zWI7A~kLSJqI=jPC6<Dy^a4T?HW<Aa0<`otXH+I#bhH(@KsGu%`rsU8xsDIB^Oy>v;
z%P4e{tTF>?QLV!~U3F`_hDJLcN~m9w*OQs?3OQR?DMTOrSPI8j?WP4PVtW5(#Iw!|
zB1rt<d!L&IX>J8vO8LK$Cn#E1Z_RAf7&^b-{({ErKWG2>hIwrG-UH#sHIO3Pa^5e)
z*G8P^{!qqC@Vq3uXaOm*Z&)(Cv-m~uArnyX!zR)LnqFZbQ?8*}sT&1XpkX!}cYO{*
znTL%12iV+|8OT=cA0N84bbUJ-v$JLX%Kd?(S5y%3rIn*4nUTpyr!S3n2bLUTwH2t3
zyg!${0J5{z^0i%k@ZpkF1$c!))x+bOkj=rBqCv~1Eq~T0MEy?PV*coH<xuP`{|E(h
zvbzh)p9=*o$0{ZnO$-g1E`r#HRk}okAqqo1w@nWRQ;uzM&@<lYahxuPn+hpwZEjxT
z$&U#8;VYrd_9m=3PM9u%pfYXPau4^&rnK&)a7`M8qx?qbc)Y{EzdYRhXpbw_p|d>M
zI)JU4gr-op##zDJkRH+J6an4_q*&f9TM}qnueDe%ny}c}`U&r4%^DK_sp`DV(sLH>
z1+#85nA&?dPfz6v#Z`EZxos~7!Fnzfn)r~ecAs|&ZAq^uWr>EoyPd(}3Q?~^I)AP}
z3pS-j-=F@-6*z5+Iut$)y0zRuN7$jo9LZY7lgyN*;Ef3q`p55{&6J^<U@tFhxfk36
zvim>4u2}Nm(SYR_hM7}Osty0uIxvXA#e_!Ni6@yQ!^nrt&9QBKj)e^kYtn^&;n*(A
zm?CK{*#)>1*eH-c_RvyVn2!Xj?XBHE+73_W8Vh)ksNLVQ(D!KDhk-|LWF56pUuTrg
z&)I+fi~gVQmOot|?9A&*yT!h>`8Yumh~f&Rjjb15tv8I_#WDVI!s)N>LGq>9p4pF>
zf6l*idKUoQ8W7fDY`gtC!PC<1>us64KEES!o5VxG(&JmwG?jqHt!@an<5G9PmapAz
z_hIGxb*^P+Ka!G$f~&(wL*eef+Z<FuF0o69uE8<t;*I^n(}b-qqA&9=4M4HySP6Sr
zac*(gq9Cl;M<v0lXimN@5&P5}I($58&HmY;|Lu0ZwQ1v#-G$S;4b+^?z2_yn)?Qd$
zsx0Na%xRC$AU1WF6X`V2jrpaDTS)^}EQ!*&(Hr>^P*zf$KFr2|Qg|Cg5P}VsHJQ}R
zwE=<Q#X3GZ9>@@|9Q3dZ=JfI5gQ2qtlLx+C>-{<a6<$9F;yR<HBNaTCTg1=;LtIi1
z^1z7c=-bLsX$MNp%3}4)Ie)A8)6PZfG^UetLz0^kXjIT1s=bb3;J|w3_2Hv^N%WB}
ziuT_N=xI7e>{9)RHA$?7j?+)E04lsd69yDt*63RsBCi8HJhrZ2CJ5vfX}zD+W7jQ<
zt}5Gdf)}_7zfAks*aU-D`gaLuf46o%)FQ+npK3rbI4|7<L2W^UN~2-&x2VH#h5Qx`
z8m4mjfq9G8-tus(jCxA|1){}Q^{#jt)*U>M4;(&>JfNl;l&v7wTX7I*b#!w;h^b1T
zGrZBq2dDG{`bz|CGP)x$x4+)Y6}_jeh6|fV@h|{iL#vGmGCAVu(#W%uE}dI5)fqGf
zRK=*tkzMVsGStaVD7Q0)z_q~$P(n$rQp40u+z8@JZ0F|Yu{0{j1{=s@`R9_YhE+WC
zW_RcTCxI*CtIOVl7a-^b{y<+!)sGA8f1LR%ul@UD=j0`=ojjKy6dtB7TOo1uhf!B;
zBUQjZ7wSE<k)n@3!O-a6%81V>#6CCX2)Y4eOStD<6olF6Dt;4if{)zl-EAxqZ{Uq?
z)hoPy{<cg9=oTIN-d=WHMJ7yenO+g#h?;R|)gss$=!Lfg9S6u^LCy^ZB@$1E#V`M!
zqvM9{jQ9Ib;7H`Z^O3q6?#=AfgMi_g9WqCf9)oid2prp$=jNiQTe^wT3bNPp@^U<o
zhD24z)<;uoLd$qhd|R}k#l-s*FYr1x4CwyEvPL7p*cs$px5*WB;NIIx{*hl_QeS21
zU(689*6nCk71pn4`UH8*A;W!atPD*`sSx}1DmzTDedRhwOh90jIUBcuULyhV6-J^W
zM$#jFhPmgXj5w^v?<a8bac#iqlKAa+Pd=DB^!!Wm`Ts@f1ESu2_Py}*%9g?$*P>TX
z)wIgXmmj_gdi2ENPLJ!t$8&4UxBYn+^~*jgaerOvbRQ%dqlq$Bx#*2B<TjuJEAXzP
zvly8?5^!mIB#cyD)~K_U07DvC*$#g2J>dv>+W+hzPC2bAA(E!0v0p-T1O;Qi>e5b6
zF*9ewLuQkrV}p*~U{(%HjfFw?cVFQWw;bALrCq*eox0QGO}MtbjgY}^11T<^6OGqv
zY*3w}FhZ$SKMLe~17=lu&s@_>uLGyF_@G+FRLI->_TA>=mB?{a(doA+elfg-XAjgN
zIhe-v@yoT~4G51!{t3xc>SKS@BAQ2O(X)g+E4~>?7Heuk{O%l2ACKz4LP+~xI>z?c
z-yj%c>Q>dIltR7q`41)z5XpU{C<WaXjBa5;_DO77u}>|mcHNX_jAun%PHm$Y1gdB4
zJb9eLJ_(dbG6fI%Ya<tn$Nng02@0JYJfka!-pmq`sRH^q0<1NMy*(Mz<If1443Cqm
zIMb)8bBI`4M+bz{Z77Oo-u+=E5ramA!9UY!kGkLEN_>!F|Mk640$v|A3jWBbMUkMq
z^5a$6|A>K7<3P}|MGE_t^kO(p&tz(OGjn-_P&J+QCd2NZq4IR$lrAY$`uF~E8OzJf
zt-0+#Km?`zKY)&-#7-6?0VUbYH8PSO*F^$hDp0Z_1aVF2(iQlQ(CgB7_MgmKwA-n*
zPmfs@yBhBduKK8{S~!XyI`XVxSRp0^6G#JkS$H{r2#vB2hsK)x@TC}hxMp8H?*6<=
znxsf^W&sRN#H=snWV3=nn~*Cu5lrT7M6uB;iLlEXId6H3m?%6D5-vGVvb|;q$6<M%
z)lPe$2Cjz;Pp046wjY!kH+1*#x=u@l@IwhMlHlX!?lO%J-Q`05kj?LZif(AjeNa?k
z#a+$RCxIegzh1C(GRb=ie3caah}B5$uP~JL#Xg*a=}b3+-r~(Ay6sfL=me1)2oe0i
z1m-o(K$gf8=3EaxS!j0dXy^bNkI<~b$D?}!60(A+R0EwAcUvS5z|3-~>NF$|7a_@1
z>Mk^F)1wkKw}(%6Q%@hLu=>4R_*pIIVug^rXw)ssgF#>MEi81<&k*`eoxwML&)iSq
z!Q@F{hYw0|VC^J7n?+4^(dQ#K4)l`elhlyw8`;PmP>-#C0++EH>9ksSHG%aXU`AmU
zDd~8cb@^VJnjatb>J!q#0H%Tp>QMz;e$G@-ncHLY==(DYH-8tp%=h6MmJirU%_{ds
z)W(lBMVo%?SPOIg4^R*Tleunryl|`R{Kln2(~8=PHV)q5v-39{czW6OCwVqyw@Bj-
zQeQ)(>54M7U4~XbqrNUg#4_|5KC=BnQ^cEO^}hS(hSi6U?)L}^Tzg9Uu;)L%+J~;(
zvpVZ`AGLjBg`cCIGq|-?pKXZpODqURt0bNU;OhSX#_>+?p!lUrt^H*6^~UsD-_!@P
zQ`XZ9*Y<UItQ21v&8pt&xWSU8-)iV`!&4i2E;lEb*JSE2dSL>$Jy_}1T%*jbl{Mdr
z&X=iyQGW;4qsQ4>h&u4;{Cw6dz$Ut@KL2NL<K4@Ee|iWl9HxGERhzH#f}dvFS0eG#
zt-t0tKd<1yxJBLu2TJ#)&hk+=uA6Td8-dvq32up<pThW&@Lth~dbdQ$-37$Fe67m_
z$=~_zNqFH#Zjz53ODn0v06FU&g7RZMFo0JsbaO#OpN9JcpZV>SOrOUl+-H7~FZU|i
zB$CKS5LF1KyUS$IWsM%l9|S(pZLStjM%|^WNIO}iThUAmXC@7e2rHg=MggcOl#@IQ
z>GoI_ZP#<<*Ok&eAkWs}tU!MGrpl{6JGZ%>oVEIN0Z?{^M~ehPni|R08cyLyrbYIO
zzOk)&%<a$3=Mum7oBM9FvV`ZLDInm3Jat@HApC)SU~?WV61;}G$O7j;(Z=gaWY?nI
zh;Rjnlj4+0uBxat&#2zb3Z#!ziKk6dyYaS0406SEzhX42%V>)#AuNo?qC8ICEiihc
z&_N{7XiR99Jjw4a`Jo|;fGj(1W#ioyDVseCcsJW!I3Bglpk&1x@}jt1C4gmNZ@^<D
zJ|_a8Acfn|t6t<b{<t3M$gA!t5m&I=P15uM87Qque*Djk18&cceKpWnC|f_f`FU2H
ztl~qq@MDU`ZkgU<7TUs&LQ-bkitqFe_@w_-zE5%Wm$~+q?-#P`JC4H&-)r?2AEnN(
z6t{DhE%z^8{j>Mj!_Zbo+VsaQOMeTf+kf|Lzgd!!MYA;4P)8c^NGXk*G-I{k)xwIX
zMPTgCD9W~VhU7goJO2OtUpiT6h3)WB`{*<~vzwadRF@a+POWE8G`CY0i4!NHdmYOk
zBYgTMt73>PNCSpR)mAKe;gm`M`1JTQ1sK8yj@3e$8Z%m>icn&K8=w7#<Lw@D-?x_Q
z@K2-8aIAOsu`^-vN)Wil+_=R11WCsjh43xLowhP-kvx6qMPR6&uE=rrMSwiMyOb{%
z{&)a6I`PThNAO|`L&wz1zb`VyU1z0);!3VEIkEltcZ8AkD^@#E$B(#kt`$K<1Bpi-
zM#4bBI;+gYv9Z9GK?JQW_YmTk`3ih(tsXERgE&5H&VXlD;iC6iYsL||dEK4m{R6K5
z+kQfFLaYA7K!BUr<v5nsXUmvex_Mz07yd*u&Kqx?-F4Eisu&&n#fJFQA`|`j?)YXO
zYjx=lCdv8>#STpy#_hA_6CjJnbB2ZH%rx;nS-ho#0(63tvafnPbNKQ<O*#Q50?ew>
ze|tcWmJZx1zx(yK&>L__dg(`3^1Ar?-({x>ArBHPGNuRWn|B>+7??fHy+r*g%TM~2
zy;-B~QH8x$_R_+nft8xnUTf03u)^|+0iZ5%5MInKrqQI;lguPYQ%6@_(oC-92BJ2u
z7@1>GsRfS&nFE~5vJ(XI#BuES91(Kx3k0D>+%zJ}JhsTM0ooXpTLIJ#7%};Q9cox3
zBlU_rx`&1)kbpGO00cH7Ig}ml^=?o(UZ0z9)L~Uzi%sVjk}D97#KTYD05b2c5$$W%
zbKJ}EinTPR*yPe|VBiDVPykW8&I$<BZXjpv?>882<~j4+!PbFfpte;dP|F=^Q09|M
zQ&GsYVcIZtKMrW#ntMo`lUv~Sz#N(Nf42eb$;E=qq2~=;o6C^X=&{#-_Wn<??^jBz
z>ZAOIH8{6<Ze{BI`<jhnn>D|lF(L^&kD9yxdSd>rW}{{04Xbmxu;&jp-)NBedS{Ps
zIq>OX9Uq%TS#5Gxt`;rzHCx`6>S<C`<GI;Bkw{yQaw)-9aws9mp?L~{^QCqM1;@^Z
zwQUe*v;d{({qc<$TVS*3c>T<%GagY|TqY}uZk@5tX{c9kM`7+q)01wcSKUB?E|?c*
ze&h%F4;QXPK{O>hIEyA8Q8a?)5Om}!MDLzJj;uwHb}D(gR<zpGQAJ@L2XC3%baa-Z
z(kc#<Ex$En-n7VG!O%YOATbP2ic#r4rDJD)Yqh$361#nGc;=1h(@p4W6v*h5I|QWL
z)jcJo|IHa1<~UWzh<8N^higkJudR__lETuybXg#)yzGP7sW;_`tFH)lTg~@4eAwW^
zmY&%ffBAyHB32R<xbr^%1XAqH%C78HuKx%-9MP_fp2dDKDCx};^1mUg6O8dus-z&g
zxt7wvS}ziHQr3cG>%McJc?0@Q{vC4jq`}n)fj)Bm-AthSX59cRlAEWIX9WR;CzM^@
zYf$&`%jqq<msYp^FXMMa@Q9l`9l0_$zPCd(x8i#3-p4Z8i>8n3t_j$zJ%<gZJ-JFv
zL6wDW<R@8Lm-(?=ToZ3^3zhH2HQj)_#??V;<gPQio^<AzLlz@sJ7ul$qhzO=r|Z;q
zzB>K!r1q=tAM#ai{~dv@>J_{~5P^uKK&xDuYA0ui0RR9&m4;x65Hlii^Ts2Byu;wr
zZ&|n5(ZlJ*XK%XM*{|x;HaL8U?Jt`~a@o+V-vhZjw#gc%dKcQ?&O=Po(Pqo(>3{BZ
zs;|l3GFMX=XyBaX>i<^uWSiELCsVUe3oritmw)7qqAvcxq*}rKy3_ZQ3SF;VojvE2
zZQ~Vn<Oe8;-$3FXcEQ89Vv!1<C+#Igqx%L{q^kifEVR-&d-VR$pAW7UPajy^Q!y6b
zsmem788HZ=l7(239e>d!j<)enHw3^c+|83TTAO@A0Y*#^P!(v?*rKMA4V%<#f#;On
z&C@~~?f59}`COY^<zlt%UxeS+fRGab;?<);m4(Zv)^%BEl!BZncc-yLUDc+M4CIe6
zOn9wXhPjq1j_|D+m{mjhwge_*S@*?xbg;rZu7zC}7+Y0dlN5*M;Psr;aZsd-I2|d1
z`G7&h-KEKqf83t-W)#p%f_^}Gj4fEzaFyY`Z(28@>u8O!X|fOW3Ba)-4_KJomL2|L
zE#uw6hHWXPg#ouBUj9oB7b4~Uq4J?NvxdR=p7U$(R8_}y9tuJsXBsyUm*U#FB(-5U
z>4<2mwxN!P9Il0fswAGJVqCY&uS`L#YrWs(kI)5D=BeRvk_3vhH+*Je0qGp@$#oj=
zK@gjOAV7eLu|#sgOmH(V;|m5Ox!a|PjlkBWjp2ikVjc*8>~G>O4FEuGR}SKmw7-Jq
z?7l><HYD%<fvAsx*z}6m@7fw;`Bddg`rj_T$r`)E{yzYR1Huw4%myVmvMugRP6NB9
zL*$d>NNOGB1mt58U!3?h5IM06yymO@@XaJ&d;XiG<#7UO@9Q|JEi5gL_^-7;Um6i=
zvC9RAyGnB}D~lFqQ4DwKI5+L?y1aT}-#(A)^(#q(P;;$Bnm?$2>vAB~+Q#Fpg?>gc
zs-Do$Mt`fdYaKS(DwKl;ZA1munkr%m2H*1zDA6y1Fo&P)Zh9=owzS9ANT@mdn;bUO
z_?PDw0Q&6l0gN4MLkLnP+>-e^D7bjc9Cgj1%bc#=Nag(F7ECQpPv)citHV8*mul-E
zpFS_&8d2N5`Ow1D*Kc+7+f29#)%uZ(hUc}_Z18?7>S39`enWHR=$lRZ#rA=@9fmw;
zP9r(5aS!kmOcxdk?Z@P)bFJOCKQHqLFh!?a4`Ibbro=$F^TQZ?f6io1)fSR6f9wPb
zE-S5igA9wLL1rgW=;y%U>bHbv!7@~f9u1}wWMyhWBu83%vmTT4h3DKAft6}jEcYb!
zlWHF#-vz|DF0A=yVTUu+TDJDIYvJ{smRBtQS=xCx7-4K1N%DzQqU^cc894S_hl)IJ
z&;?C5=mPv^A%!$;%Z;U=wROm?NqXIUDQMY*%z-72TSJsgbpsO?T)og5ZmAxnwTUmv
z%CNez&0D#D_x6+>o;yD-U0q{I)F9s3vQU>aY?e&<<3?b9vXHQOM?x0UeG+v-f-n~Y
z+#M-et$Pp8Ky1~%_sbZ#ghRgHH(~q&U${`1glk6@{!WwKzKXCQ7_$$*(f7v!j=0d8
z@#@e*V=gnta4HND8MkbKi&v?Up3FlcLs$v|0oftRf95}-Sv=mq^-NVmMg5UCq&)&9
zf|<(lAn98VSCfTxD4@jJEw*{=`)vHmtD%idG3IDUpvoiBa;dp#rY~@{fb|$pip7rd
z{DW03D{xMFk@M#|l7IUIGElonk1w*xa`8sQH)+8PtY`pZLzcp-cK4>0EmHSikFQ*x
zy0o{YZ9_<v?!rjd;^*d?`^|hA=OHW}Ksf?gBsbH(kaK4I0@G=O@H!Gas78wq6{ybI
z+E`>`vvef~qeA;g%kEWbg6FWthR}*+!zbV%EiD~zAQU<rsBL9!9gFREf1p5Cxl=&L
z45<_i78s<fZOPJ^*ACUuXo?0yvw-{3jq)@qb#zpDn%J6_e_RIdRlJ$%e0CXeY$oF>
zi7Uk6K90vF7+WhS)`@p-F_#P!qoB8pC{^XMH1z+ta8rMG`qZ6W&HsIR>G3*E)ir)&
z)z`n-)Sv$W-lVRkzWdPG^%rt~Nd*Oczi}lm>vCDgiRn7mzkWAlpp>(auOtjB#1Sjv
z#U*5a;e=7!s#Y^Dn99+Amhy~EbU0zC;K6$e2}Wh5SWJn>+YGu%Kc@UaOg-G>f4w~X
z;a!3Xye=A55Iw02iU0bYNbL%@8OQH@g^RI+{K4D_xNOuMDIRkS2nfP?`^rk22KPz{
zUBOdk6A9I(h$Tkcd^k@y-l8CIp0#AAIH-z+(-BMt6_sC8Jpn7QAX2;EmGKNL-&gRO
zd~mTyqZ|s&#|;dxP@zLQR4<iE%X#P8)b~bSe!N458@gf#%G!H>1aK{X{|6{l;qsn2
zH=NuU;FodEr@iRgwU>-)!DzlbrE@%Gfz&x4mCkPXme9MFLrRqvgBeVPJT9!;t{$y)
z;H`I_K<MWRp2ARt@Zh%*&9Y4YCWcAz$#6u1%l|I&A0t=LA6U_hh`EIHs{C49pCyf7
z)nS<W;^=e83HtWEVP8pmNKGFPi=M`|)zXZ0NF>OpNa8f_*eZrdz$$;~2GppvO)QUH
zoI=a4Y5Jt6D`}U+zA$Aty0e!JJaayrHHw^FNN`c=x}?94iFVX%Iln01u=>=~blnZQ
z5$6tK@%wn&`Qh5=^jTa&>CVw{t@pROF1se~f6Vhc=)ZdP-;e-o?gKAB``EI9&Rpgy
zfy1D()HD`tCm8X{CNDRb4VEowmgdKdd4=EuSFaj}o3R^DU8}`5v^pO9aS%K+)`4`n
z=D9dJt7g5UuJFXxl7u+QvP=NpdlnNz+{f-h;gULWAjd(X?kgc)VFL=|V<u84o9-z+
zjfl=ax?C^c9l(^1j99%sQf<dRbT+y*fz5!Q-wuz!GCaMELJn>hb)C(WSX+P?-A=W;
z*+}Y<5HF8&?P-^!es{;^Zo^Arm%yJ>nR(a$&D=p$J00|>B<*^LZ0ku`)yI(|GA^&B
zhqXlU3!TW&8#&;=Zn^b75yO)f7u4-vxHloJ;qx&EzHcyISk`fI!SNiuO2<;uXP^@h
z3t~nWUD0Z+)k0@sUXGMtCf^=Ys;YG}eST9hUxUBiZe`+9m*!vl;QjhWzhAiFB*13W
z4-W?UonqQ}rk9i5NTR`6v(%<Nmp9+xr8J{*YG~r4Bhxpj1bs7}h{Y%y+tTO%$2Cuo
zA07=$BJOd{vnnv#Iqus~Mms3h$-x}0v8vDtGB|#!?(gl-M}j=o?bxvM#08snuh0ce
zoa5DIN`k0;oM=o&hk!AgEeqz_93&2oHV0JBhams?=)krdq*mhxcG_c$z<AJ@kzCI~
zq?hLm7n>8vO;v%~ZtJ;HbE1Yd7iekaA#QY@4#SSeICl(B5FpMUBE2Bp^RT2v{(J9F
zIG?n4d2r8C4JGp&7k!JM4^-pl2tO1hMSSIEt>jdQKziN(!*QGf(F3ubh%{wWK$}+y
zTb7qO`0;2mr=>kpk4AM1Ln={4(Vdz6f$JO<V#nB~siQGh6TH?}>T|?9=GwiV4IfS&
zeE9G%I%#xNq_?9czv`7>E7OBzCoyJ%)IPcf&bYXh+r)?t_<_KCRR!vYN`%oALinod
zYo>RINTgHR@h0KOzf$AK(z@Ej3-Xd&f%)>$gIdR|US4`Pbn^4r?)~dJo?f|cTBQuX
z$Gi3Zc<;~bWv~B7(YePn-M@dFkW(a~awy8mrm2Lah#|8%%ubk7DrM7%OgAFr5S3UP
zIU6=MMrj*XsiYJsc2XNUs4(GMPIsjHx8Gm;d;9G1dAzUd{dzs0C;s=J(iMpY{^>ji
z|Lu$W&dILXA{C2EzxQ4!S{np>b(pzTN4qyLMI^w&@tf@tCDkw=M?pkXDLIF<XDq65
z51UiGq3t&3OyuaNiRj<YWZAoyI>Jbd*=d8<?p$cRjnklsO`cIvk9+C1qP$?bnJc@I
zQ0(ymutc}s`Ke`ray2k)e%OMN8yZ=V8Wo4xV;?<*w^{du%-vwoDV=iin2!thnm>BL
z`OuBZ`NId3u64ZpSvfIjUYD9)u=Y2ybNy=YM%T|80}`an__QRtwYi1Gq;DS6<Ese-
zG7xql-*=DwMw<Lars5ts4E3Lq`^jt<`U9Btb|S0e*EYB>jVe5HUSzP6vsd^B@_m8R
z&s9+G0Dzc|kjl<SVxmNG?4;g_ZNN1f&7h;%b@(GkmhzA7?5+Opf5!ax?U}7lw)qE0
z1RZ{}zF^<OnCmO}u%<`}ju}S>SvQ7Uhwb!-Uk4DW^>qAUE$=V$9o-*0mKCMOCH&gy
z_A(7x<fK)zNf>I5Ro?YtF#wHfSBbNGev%xPR(@@LVpc+NAn&ky9kEgwVj-d(P_va4
z#NW%6aF2=oYG>dpWy_UBt#~NpJtFM@XGgN2g#5p#@2#a?A@2V0OTM1FRSFw~Ao46R
z{nJ1b1f=(6iWy_pIZWx-3TtYN1SW%G+CCDYzUNa=MEin=vKVU{((O8)l#d&kPpqq~
zqdmOFT}mp3<i?C8_cs1ZoR*JJ2I{`~3;=Q-I?c4uMn)uSCy(luh_FRD>0Su;TXw%v
z!ig7JvYqnuj3_N7Rnzd6V}b>3_gBQ;z11N$4huHm#t>W>UP5Vbl-+6qT0;boB920O
zgQn)tz2#b}XYjRGJz8^?!ln<jj0V?%0|Zh-zXIIqlPD`+4C(D>40hI_+YrH<`XS!`
zsOQ#(Ehi`c8XDiLbqWohdpT9Hz|Zu|{Q<2_81p@U##|%{8*L&mcnnoqIqc-rH?Og<
zL^b;tjax?0YfYyEGljCHnC*e#@sp;>lSUJ7nQ+pG5nTae2nZ>3<dW%Z0sxM?9RRYV
zn*Q9tT;S}|KehRAnafqTm#2&QDTJ@K*&pIwC6$Tl<t&?|wNyW*bq;fdWw+MU)ChBu
z>ONw5p*a@5-CQHo86U#*mOpO%Qw-<l@Ocs9aIn|B0f~8MDRCaP?fF?p3S}+dqeY4A
zT}4_u{erd@oBGA|XyrU_c(2!11;z2p4!m~!BsN>oG`EhA1$)EvWYONpN*v7!;s!!y
zojhOA5^4>!M#a}NQ*ygH&}$ewZ9AKL@`BeG5YxG)v9L}rR|QH`rz=}o?7nu}X`#?%
zb(A!M#!eJkv0o^@rh>>v2g3r)o0`aq+o-z`5c)m}`im)Njx(AFDx4)9a4Aj>#X+R;
zRu>Hc-UvC&TT5%Z`A=kPv2>rlu)h&Uk%n$0^9mlf=DafVM?69Fo2pqd=}k_z2PD~4
z%L?1m-hKbZE%&{35pLf{{GZF(_fsmL{xx~|$6{NYU2a9BuS6)?MmCz*zn85|$3d`L
z5CkCp1M(S;OjRIt-y=;GKDna6JA~N)FU7r;&hm<%&1UeCkYg5!B`F0LEgHj;Z<PJr
zt-umdFNmd5I9?M53RAK?b<xeIa&uO?S4~G*)$8L9LlXn;z7{bgF`Xxapc_MRVnMcr
zrWy=KK~l1_&`_vqk#=j>pGea-_cy*SH^98X%iqQ;yRK?<hy{X?gJN)Xdpm9Q<;>mm
zl@LOQV5}{go~8}o@R^jr1oMGoEls?8WA_v?@Mu^;>Vjg&Tu`=l8`pCC!;&AZ!I=1h
z{}bGPqrT%=QoZjnw$N^H=ppW!r$2hOzfM7GopGG_ka%LT*`M>j#DfiJpxw8Qlyy2_
z=@FvDX`2Os<V))eNNlk1JV*lJV~Cz=M7DwkD>|Nqg!%I(U?H)V#lUzjkh{SkhY7kv
z_$RhgJ-2S}tBEIvmtOWiml&sN7kCmcmFKdU5)k<IbcMSlclHHEi%_m09;P&P2_<U-
zX$O#~>3&y=gWygwDaN(_%@AJt(i*sx!F^eo(%xO2a}DL4+9vp+c!6$@99rj3lEmng
z(}hI>kwdf%A-zf3_r1;cl4S2l;)Lr(3k4%4d9#HzPKBLA*QEhm9W!Q#P9_(X6bM87
z5EU|%(~k=H>6eEsKW~;?=I?&{UcqIGt6Cb-VI77NbZO>Qf}q*}XHToZ+#k&m=@%PK
zXYLyO9Ozk^gnnpF^lPMHL=`BiXxYPMcAWoe-KLg{IOL!3S8wUeNQKFYHjF*p1uS=q
zKYhPn?Qt+98)GFArb?N2-dEiwlT&{jzit`#3+c#2OjsvJ_~c0=fyxXPXba+tx;IEo
zbQqQc@B_vu@88p4Wtjyjc|^z7@-c_pp|fsw4xeExm?4v70DkE6PROWL<TsbEaW%{^
zh?=M=IPCniA~_(Lm|vx(M)ko`<!QxvWtMj>p*!8Gf0|@=9d@jIW%=*;rVYxLY0rAM
zTRxM0GP`A5%q{VJ?mxYjW%A5la15^<^P%Bv<{!;9<TaLEelkYOn&i(G)Zvo9SF;ly
zzn|lHprvzDk1Y~!2?KYp%1Rhkh=H15uRox=!GQ2q7L~rLekTo%-lX0%Xo&I?w&u7!
zdCOf!r$(Y4zN}wfJH96<B$k&eQJB*<*YX9D9Doh4)bv#6usKP=T$S_}L3QoEXwE<~
z$RCi#_-{r9yKJ&mT?PspWr2{#-w|J`8}+@tL=NxcZF&45t<EQDHz3svPqqFQ8qrF8
zg2XG>%dFN^r!~lC;tq&-4}kFQ0d1c~c19t+j(_36<K2bb@31QH)aHM=Iy->TE@2w6
zUzfDy@tTn^9VW-=3s!p9oz1pJR&CIo9sTn;V4&*p&+9n-lJZOAL_!1({YrPOC7Y66
zYA^vko96~{#rHv{1NkP-7V#EO@F3j-<JJ*4?MTIzyJP_7P7?!T_m^I~Re~^vnIJ<G
zA91*)EFmr{M@?Gc{DP;%+}%9A%Z}x_yF@laXgKl%ti#;LhF-jGW$S)j-U}|RP=-hK
zGLS{+oV}Y-OiglGe_8UDYoY;W7NXnY8<eZQC#W>U<((Vx8N!S_|LFFa_fxl{Q6<hj
z(-%ppA5p`zMHzj8D_Is#O;G6qtpdTlpDXZuO>MP?jLCLnT`kwpfu7@#k!Ru^Z+%B$
z-PK5z0Be#BUV)n875s`#<^b4CvbP%?Kjogsi~?qFH3tMZ0L_|WnIaI?iXJzXcp}Ub
zHj^(`+FMp$`XS~1vmK{zZGNQw9h{v7(JRIv3eGbTlW<+Ou2XgHYJZV|g$;%IQsB08
zhS*{;Ppp$;aWS&azt)MX%7njwP;mOE)PEzJn^repZE72}i+b0%0?TljbPfF*%iK+T
zAK6&mgqy)LvClnUmZjMjBygh;K@2+%X+M4V&*Y35{cNN1mwI7uu&;4N69z8UaWc`O
zyW0)A$lmUtbk9&J^2Q50$)<P~eFvJOl$9SBJ4;-N@Yg7pqi6j^kH(x{qX;3;C_e78
z%0(w_^yxA%?P*b-wu>UPLRZW4zSz*&Q<)YkYytE-1`*2U@dk5XH=q8RSY{tyO10!P
z>M!JLf|#%@3XAg&SL}@~;9Fl4&p?e<%VVnS!DhDKPL#Li%RJABpVF=Ww1k4c0=)wQ
zG=TB;AwFZ>tb8m>okalQYY1~Q9Uh}r6;b@`V_q=XHY2t*qdA1#y~>&;k)o5xcadV`
zJr<8ud}Vh5%J&DqQNaPzL^|gd4G^N9!XN{;nTw9EH^5T1|KsSYP6L6UJaTUE<#9aW
z@~Cx`@*@8k?7F|AQn9IdOuxa%EVW^SDYzwjJA>V;u=-`+pXE1nazSJ&N!fead^g({
z#HQ$Hf_ZC1MR>~M#kJsv?7<3>Z&h<n47Q-3m9jbzLLzy0h$R6>5MyRxo?4;4U{A~*
z5(X^no`^}RQrIRN^-3$%bom`2D`&Sg9`KH`2iApf22eU$tjj@6x{X+L)YosA)fg{L
zSh(%L*@*m{pij3_wJi2+))|(ONFVmMm&1vd(1zEO_&F8VNd6WpPB_j(<d}rcDE9f(
z!eZ2=l;jX1%lnvPEQb4g#yCljF&eLxp$zFi0SeW%>_4L!4~*Y^%2A)DwkMO7_hH4k
zu`1d{TK12fT((jcr0jci$Tgm;{JV$=$*?utfSsE8_G7uX`{%dDnvM^KNa4Avk#07{
zF(;dGm(kEYMcKds8_4OJW(3QlNWnYalUJ~cneqTg^eC>T*>F7?j{b6sjs!DZzKq~l
zUmr;Y8`5|}*QsDjpk&o8Ocm`YvpJ~ZyxG7InD_%cgm6>t7$y4KT0)-NnD2)LO3F+<
zV`)&la!C<yb-j-qu@W(Zt{>ATUATP#7P4%74(Z=DcVIy^{QrN@K-|<{YJ)`qWkekt
z(G-S)(?it%`tq7y=<kf|-8D%fy`w*~*zaH)LfvnZQxNF}ll^!!(He^2PXr=z=*o8U
zfc_UU!GJ0p)>wPGmPy#`@=FEpX<v?U(e`dSeV1wG7Q4HZrkP<HgbeVIvHB_5dP4!(
z%rn-X*AFZ>hAsp9L58sPkON1SYW!&XxwE@z_YrOivi};mWfA=IH*73wq-I2yFE1Ji
z`o#>c12UF_Nqt3}fPmc%%x7Agv9#<Fmye0I>+UVw6UCgZ$F*Bq5~wUgjL0TG54&a%
zlQsbzc$;M!U*a_2+j-C81<eA!(ZKJILU2ZR_&%4DwBWNKHkiU6Nj=>P3_BrAEl3(F
zcutDEv*erR3}5sWiW5cahuhN3&foWI&6J<SgA6!emIU6yCU=*)K}mNcx!)uP$Wr$x
zBK@TPmzzC*((e=g@#xsJ&i{APsP@g}n{#fJ^M$f!Rc}_5{o{nT9yeos-m0E`ch}rl
z9Npml%HV)VbP(Sp;fj$*PW~c{oa~v~WWk8BCbI~*C6O>d%%XKzH_1+O<<>D`-H>T=
z<*5^r0WE{i(MY^}=K-L%zdtfGsfzCjw6QW6h>pS&5!5B62bvR0-_@xXE_+^A48C9+
z2Rct-v*b;jrTa3qVAt}IP{pvK1Q9S{cSO54oh^SHD(wmwt8DV^;pJQaRgUAQ<0voe
zhJsGlW&L_VQX}qG(ojUZ-U-0%hzZbzruf1GiI3+UWW@iJQbOGo?_w)uPwxwLwU4mU
zGY#}F(@14F{dE8umnOZ8T-faRd@v``X`p~8A_1Tg5CO6lO-8m9HZ<MJSJly#|GVpj
z;bYs@)u|(@QU59Bx3<p&CbV#IbADnFgTA^k`b4%&pRVSzK#|Paek&=@DM%7@Z1IN_
zq=1shkr@J4AL94-@@8?EJL0R*an{&s-k^jrZKg|yp|U38_{ZY$`>A$g+Pe2~+(kaf
z49w<!&fk4Xx#LWk$=^@&w~I};?mklW$$xd@$-^opXX8N^VsIZp<tbcC#QeU#URWY{
z?&gw?S^k=@l-0e0a=%R9q>Z6JbZQRfmtr=rjaY>DfEi^cYS#K;H5XmuY>Q*dK`QvL
z_(uZ9r}B~yzBh%Vw{X)EBMcgpW5J{A7;NB)gLWa}0Spn6Q@<s1{dB_l9ls8n_r>4*
zpU&++?;T&iJl}c!@OIVP)rM@{q=`!bci9xX9cM51RQi#GNx@OAtCiEPwl*kwxt$Y-
z6B>_4qQ`pjKkW#Ka^nth0?`9xEy_$YQRj1xZK)PIMgbCnhZxO&!QuuGY(@gBpsu~}
zGqjlvVws-893)(iTurKulB1t^NO8J$Gk(CnqPj{*{@e8Dzn0Ct=bx-@JlrcqjW0y_
z&uv@pHFB<QU*V&jpTyLX)^eg;K6*4a^=LRBhlzAzU`26+RNv^!1UxmD%f!0|LUrnE
z74kE}?f5>YN)%p;6b47=K9q2HdP4|2Z>VJA-NV_nR{lKaebf^YA%fH6wk&mvK)|C_
z7wIRcwkao1O$Hff4lH$IC|9?oNdjSyu`JbqrtZ%nHi2EN0^;t>7i>TF468fS8#$Wn
zrUp~Ac-?g)<b*gP{<88p9=$(hxfQ*<P41!qg$YrI2Y$k456^ea-iL@S8hAo6Sfee0
zOx?_86?uOSo!eOb<2pU}{FS!-&1X=b>`l+$?*0)T^t#}7dr{AytbXC*_HoPWZ?60^
zt8!?Mi>CUml9$W31G*lvfcC1)+!y5)zKY=U!SW2c`qk^smkD40*N8-BW%^McVFQ1Y
zDfHtQ+TZ7(;iSKN*%<$;_SYQ_yN)p!gMW_H=Hd8?e>v`Biw#rF&>&_LT>}^BgZ>5A
zI_r>Uu8@dr9G$X81#}yJN?cyYy<{HqHvgniyk|9blYZ(utxJ#eHus)<e>7{OtNQHA
zNQTueE|}2PK8z92R<k)@>^HP_sHrnQcxq{*saTI@`Xs0<<VGFzT=Aj^t3^c$MI&rR
z=acibZOOPR0RbJ02CwRx1)`N4`iL28#l~nRb@pR(rFJqN(?8>jnDNPN8bof7%ngX~
zb0Vv8-ZminZaLoQ>E1@4{nmXy3xb`<Cvt!zrU;@2RIb3|>r(*cBrB>Or9nwCmg*~g
zc_I+)tra+Z6pA(($tmTK>t3BT@fa8$Ox?4vkBy&^!@Q6sMR9Y9#`&92V+YWs#lDC}
ztLV8S4%XdOOT!j*-^}czVD7Q3{LQvujrbR!DqXH9JI|zYf0obdxvRk0TN$%o5;mVP
zJ?+=AQOq60KZ?O+hV_N0t^5-q+u`J}-cc3!6P9{L^!aHXg)gQ8tw<o>W0HQtQ%DvZ
zf04PV(+u{wXE+{@X3+@6QYu<>qn@;%LC(kWVFQ;q&BR5qGbS(qXY|6|deh!=szU+q
zBfOB$;(H2t1vgLqI19a1e{Vr`N2cECbWKzJ^Ln;ElS?N|X1g*!W*F9r&c-}D_IM&E
z1{E?fx5`~Ft~uBJQd}m-ybot~AD_t%-}R7hHO+(tFNZX6P{>0<thDHN0;7E*==oqb
zr7kn)!Mx2dCQ%oe8yG|E7?L8!qQGJBnE2kjC}{~H5c@nQjJUMB${;%TsVl66UWvZ5
zrFb+mOI7##CChWiv&=7kKdro$X`=5RSM~6UpDjB%#0e{+6RZ3f{A+wvHR;WI^2LGd
zi1M~%!CI@<`QSKK71}OQ^r>5*FmZYwY9KxkMPY!tk2Kt-LUqeyA1$4h6XY}6OCY3n
z0W*OvXL0vam~P)Jp3)uEk%R7o{pLp`UeFGFNBBjD=YCG|RX$G9jx$th%BCq%AxQ5G
zSEXhZb9VyL6bE+$Cz5g;`;AiG!Q6?=rxQaL+oh&f&{8ebzMJ0k<QoYe9{+Q`YUavK
z=c=d)eH|vT^AlL<y=xGPZE>C*23(fn1T#Y(ZBk-XLr;lb<^L=iOQ`%@39np1@`f2O
zq&C*{dtWkuaqLssB%reg#Le+bu?h_|qmOQ&K=?vsOQ46soJqiu3#m+3UMq+0@*%Wx
zIZrW|Z4*i1w3mX9@Ovpk8K$YD#Dh+ufgJjdk|NhKg6Xf-%%k{XL%~wl4dp#od3{?~
z-lenO-Q3c9e)pluSO2bW-1MwB=}>XP*y#!Y2M`-jO8H-1+9ajtx{pJnyB0&&DPyaR
zr5&2_3<*(p+Y-8vXm7MwSM(qNF$iz9`3RX!2y2ADB5n$;q#pqhNPwl%X*^3xX9Y#|
zGs44;X~l*jdrhDGv9lWsa9_#P=(tm?&e2^^^1pglrh36O-%)sTF_rE3u~Qo6g;NAe
z=<nPWa~7LBNyk&H)ZC8!M9C%5fAi?~GLZy#1%QUi=GZl;ktiEqL10-SD_Ugb2p?S_
z6aBYezhvA{Ge|MRTlg?ln=(q&oUqdR215|-jJBE5e$_mcaEw8JZDw^TH?FK<cjUcr
zu;YS)5<rh-!bsVaH`T1OXu}+X9;_e~#wXuP0bD_PdmLcGR4t8qkcOh}hAgT+r$nGf
zZ?XcsFr;fvDM$4JjGhxIz$oF!oC9NsvfIG<3Gu1?1`SF*z~p6VOz-?e-Pl04B1V3f
z(3h4tMUyCJQ05$!SMn~1x<?xSOlc__q#u9utom&mm(?n}Y+J?+*Te%Kbyen4naht`
z?@leJ)pd8b<T?MUE^~{82I}-7yQ@noVrU#%n3_W3ezok|T5G3Db6=pBJ4D?*x@^zQ
z&VC$D@_O?=riFqnPf^xHJLXp5J_LTx$|L7w8Dx<g4lr~rBz!FyPURN;<$5nA^;XN@
zKs^IMbcFX*P!BEO*hRL+|5j)DkB;;lFzy-!t}hBDB0(K3s;|5uIq_y2+dDw5Aj<Zg
zKXQv8yB1)kqlk_{T&uv6b~2flSyR71kb_vQ;f2hA^fpukV9cVz_J~VX(8h2=O6F=H
zy60nLjN%rR^Zjr$Pxj~hRpBwHt;^&MnrG;@ts_QF^3e`t_Y1IZ3UCaw)er+rP87|H
zRZBwBX`5Vl#v%FfqI<t&S~_jD)`YEbr?|w2RkRWDHakO(=yVHON*sw`GD37rvgX+3
z+YC4c5`lKu+xOd$8RTrnC+p}Qqq=XqC3+1Zg4P`6k1dVOP4Wx5=_U7B5Lr=_-x|k$
zTz;vfV%gx*`sDSaKD?Ymr2eyYOmkW^Q*q|Qx7SjQOPHbQb(Qs3@!yAj`%pM7zW#(;
z{5)KGm!EBRn~X(cgiI%=nb!hXec(bGorR=#QXFr8hwDQAsja~K=WiRJ4kqxjcI~`+
z@5(8<r`Gz%mL^tXHhh=w$-xNz=ezLkCDOL`YrEdwPIL8N3Az?O;sw9h?CBgf{_$*-
zo5x6~^r18KgANm~?O8r@xz(8f!})i3e07|NisJQ*#lEm^G?)VrT?itMQME5*t6xd)
z61_i;u2{0yp0LhuK5PC81y|a#2T?O;P>^!2<drhqpFb}Gp|sNYrMu1+t132<TYifS
zvYaCM9Rq1l?jt4ycp*P8EbV6z_k&F!pBsR~cXxfwX=!nkZ2~YRTWNiAvCn|Plq>4(
zV<e9()ChT(O0@fOC)hX!;ly~3Em$#06Wb2V9^?+Qhkz2E5SL$XeF2Ni(~FSD$$>q5
z^g?9Pfv}h=R&z7_OR;nW&ef3xofbnI0UjHpiELy5l9To2xew~#02ts2cF1Nq_Nka8
z?O0H{_4MX^zO4Hz3&?hBJrzseAJ_dSF+bhxd}_Q<e)C0Cb*t>6gRE|PDuPHL{^}SG
z5^A{tBlykdM-KcdLL#N65r`8-1}tZtKj7c~Q#BRgjEDy*i{EeU10OYOOtfD?J1miY
zeWru?AJGA0Kd=w6g)9-rqJl~;Zza#iKRFrz{RT)wVF4k)ae4{|E&To5HxPAl@-ZB-
zWPNYzobb_v_208C5E(Ksho)83r0YP1A|ZDI3RcTgB(2K6XwkhHf6GxIv-JX-n4w=@
z9&!hRCJ`a})I->TH;y%PqeQ6kapL55^l0<1sk9HCP9KPe^}ni@F%3fquR*ju(W*^o
z3eZ~V=1^@8z!Mk*%LHPQFzz@#4ZEXTLhFB&z5VCvo!3*p*4vIUU(FuzZ%O|7`n!Et
zz1w@70-*E2f9BXXB8}xREAk^G%^O>+`3_2ZaWkYC3akq+Jv&~_arQ?Kx*P7Y`TO88
z43W~dWdG&~B1s|6sSX&5>3^s{#o1U!pw58HEBvQJZ0_LaC_@6IDAa}>yfyh@ceznW
z(tJeF0#u3S)uPe73#X9x;GAf4^u8vElxbC?l7tpB2U0#n1!%1v0aCjlL*DyD)Fb}}
ziPBBt!nXyqS^cM^zb!7N-j7lrap;7i<*4yJOD?=jXS3^?zO5`LzeQxr1Y=>VZGjzZ
z4J{r9VS(W~Cj@Fye=PPs`iwn#^PQhfgvMeA<?8~ueg5djZ4pqUUT?w9IO6Xdbt8$u
zH9#AIZ68NXoR2CYXH$RBER;P$j#2ktb5&E;?5{iil*dit2i_+<I20C^@K|yvu7NAX
ze@ti1goOT&(NJ68F+_tmH?h(dg@WOG12^LPkk9wC;hIO+Ndv8s3Ej(*itp#HNv=E;
z#o^ec61%^Ag##Oqk}{CoXqc4x99!k)9@m!efz*H`%yy{WW5MK60C`|lbe_)l%<pQK
zt$)|l9<8Unh+_R7xE0mF9j{1geKG^WlZ=WUBM2s85sGvC`>|=lWNhT(?n)%ufwH*w
z{$^!F_0tsD(yceQ!$Rlcsve2s;6izE{o>o)gnIb2^f3_6>cGci$IRX`UZa>xcQ~b>
zr9gCGSa-?dl4f(VNM;pn71CHAa}RteE1u%;e532VUp03RSh?h9;5PAcwXArfZt?Ko
zp!eoVWW%6glVg@-h$31+h(XazxP`TE|DJtyEc4g}x4SAYpLeHP%eP7PG5s-|)eUz<
z+w9wpzovZ)E1Nwr(661-;U^`oVn1MFg%XwoOfilfjH=r_8qKM$_LP2F+dOL1CVk)1
zDaK$O*XEYyz7f(t1i%KUcJ{m5tN4sv_08@#!KLBJ3Iy4x4yy_l0t)to?LeI6{D$I1
z;J{MnV*$|(p1x7<{P`2~onoE#^_a(EptgMHOzvw;e0}58^q*O=_)x&_j7>%7Zv_HA
z#7iQQ!b*2h=T$a?Ibey(Yna)lP9*kSN{0UTo;&0F#2D9x(*~~Q`Wu)5NC#$o0Q+!v
zK<<jcr>MrAfgI_p3yvK|1Il8OV?(W)ftnR*zl9oXPZRyzzTqdmD#E;mtA3&@1u=pr
z%z+b4lS|9wR?+ccM(yM2Tke4aF~7k4lilK|rZzzdD<su76el_YiwZ!85?U8a!N(Hn
zA4-3aIB?I)Zi&l9BBy%Pbl9GA3iMgT(ycjRV~YcqX0#I9abs+_0>jHKWN^J3LCwu9
zMx!tM+otxJzA<H<=*#b`q7Hg@+A8Gx;mVe!t^KkQ&=MC@<y1Iwx_h*xgDb}O-w;cO
zy;FG+9PZ1{jct_8qx+Af##}x|!g#77r{v+0ny|aLq_&3E6p#F+gE)`=5p(k3z9F7K
ziv5Dsmg%!BdP`s@rDP*m8tSfk<oQ#@=v#bab5S`u$Ph_!QgM6OnNGQ?BfpArx#=8`
za{qGms(UH*Z%t{UXMO3Bhhc_kNnF3`d(*O634P{aia>TrKsj)f^`qn%=4HJn!O3KB
znfovd05>Fx)?C8xeGE?7p7tr%^wL_6K}m{J)TDQmASk-#?OnoIc+<`0nqhzN(Oqw!
zpiCRTU1f$}*a=HGj~J8V?av=Vk%Uq_7M3_HmY^Ki80M6X@g={#pTl#TDxS!lU<1B1
zOhf>(zXG7um-6P@WvioL`I+*{)~`qGr;kqbSM4Ejhw<SA*_>oxcJF=9@X7~avEr8S
z7LKSSq}{5GyK)RN(=vDrpPaM=k|jJEE;)c%3&!W+UNoNFyZ2)`YH*((CGPv*FF2Tw
z0UQ+MSJzbbPdD|rd%<SamSGD{M!74P?q-glSk0oDXld(PMWdB{DQJdheZgtTv6*Sd
zDLgvsjF5RZCzl9?l1YUM9m^@aFVK?dre7rzkVa}UyQCMPRSoICN}7<N?nll|5o+)~
zilZjFV7VEGKU)*;R=Sh0*<Dv(efvf4--^EE)2e4TulQW_zPnNN?6pyi@l9pL6J4Xq
zZ~j$DcflS_{pV%P?T7CUJj}*M@XDY70=zlznX|6LU6_+`NOb&ONC`{~(1O9EtpJ#v
z0kO1Kv1M)jsM&U&{Jm>@b&kSOIEw(8Q`Mct%*LBMUL_<2tgQ0=i0swtw|!~1UwwL(
zzv0wB`*xk!ZnkW8zc)L~k$@xeOb<8=<k<V#wtq2+Kss$jD9*_34Gpvds%5YgH%&d_
z!^$gWJd@;n=L!7LdA)R>S-pejiM8{GyRKhT&u5Mp<;qYuP(;!i6xm-ijN?;h8Bi}=
zZCitGz3S^~z3feA9$i0nHqQCM#-y87Z^}$#uRi^JFm-an!BcNG{lu2B`1gQ#U?ua<
z=eOmAxTJcfhuzjW2Pw<B9bIH1*J1W(c;T|YqRzK^f<~KSv+g>6I~++GaZ+6DyT7cZ
zzicvN6WA|d_)+-$y7n6(36;an5erh6v%hL)r#Szcn7#*Hoq_-TWz3&39-NYMxzea=
zn>#V$klZA)$}qTo#(sBIN>yp%((k~KlXV^P^8S#e>Z&ypE+*-*GwvbtoMg893G-3+
zVzYd6`Dp$36E0n8111v2w{2GGZR-NkV?!df;v9L^<jl5$I|-+GlkoUJUp}*-<Zod?
zgG=c0UEOY~!!gab^UpiVcUC+;^lO*+s@;-bCO<(a;<5`0gAoZc0TMYljKJ=Eugl=n
zhav*;Ggt-Iu2m%ai1Ixx4s6b0usfn{-XO;C)x1K-ueaIN|NPol{71I9Qrnf&WcS4S
z=%@1X*ciNtZ@m{r7;_`7N0PYyR))FyFi38nRKe)NiyudK)x$m#-;76V&8}cUOwcZ3
zs7iE{@M!*WGE(=gzaRYYbswL{4$RA2a=WJDXu#-}BZq8y!ilxQXks5(Tjo0Zl4hw&
z8>^*kKvL+(TwAkE1hwT`QIS;J!s?ZMv6FkYh!=RN`j(lW$`=Pk{55Djagso}7vyPc
z#Lscuj7(EB8s1&hGjQ@kOuu~p${suD*+VZu5$+F#g~GMN!oZ&WWT8(Z`5vz(f&4Qi
zY7?cARhM}n6gwQ^s_30b@6U<QXd`?n`WtL}d5S-2MMcK}Ykqi1Z9`SgRte-95c=mW
zVB?vZj<8rs^_IpFT<ZFLYUkso1BK%7Hp5aAF3zYtrGJKfi7Wo~JQ{){_4ie_1V!GX
zWH$l9b~&0bV}xg53|_vYjvHznjdF{lvyw{M`xxx3FW*9Dff9VIee3;G{Lm143!WLX
zt*!H_ZX`Tmd=Lu3kIv73UimjuoT9{EsH;tYdo0{rxa2iFRn8{{Hi2eEDJkQ?c~RhH
zHnqeU*WWmj$|D$8U{csCa1^VfbUFa*(#XDjlz=0ZV&)GnXk9Et$_7g?vn?%Z0B0TD
zd@VC5L{CdY)89v@`GBttA-?qNTG_d@UBiqw&tp^K{>fry1VMG-`Ik3@`~f=84dFC2
z4?&@@XtyJ*B<Op3&M$kzeu~k}_xum2C<e{1^6a=Vdqo~M7uqag@m)XTh|@e0BR_jF
zn}*S$`?G-vE$`rh<%(Ixt!<2%#U=ZgK$z>G6JBl-B|Fmur`P+UF4cFtj5)C|e(M1Z
zNd@v>_$?>JUrKUW-PLVq%eQX7i#DB|Jay#I>ffi=XPtR#yE?ZY^FF-upE30R3`}z6
zv5!ywS$KP>ainbOq#spED6NQ{kBC2gD|go>R!P~z3bs>;zp%XkR&k5Vm>x^kIfD2C
zf-ygo2KXaG;JU#@IY)=6Mbb)5U4GWxxMp3jPARs!2vR~x9d1wSQOD?A{-4XnGxx4-
zxqI~P%dOShrmlwGJexkze8KGJdw*qO+||Q#jr<bZKqnYM>xDoNMqE)$u*@SSXD&NL
zk6ODT$=TsxUinvM9XvLb1E#@YkLxC)bgg;gxyg?QZu^WkCmX(tO~UW%%IRmDG+ECZ
zH+xNwEDo-&U#d-ck<LMFYzed$tLe+5Tg3)}ht7-aB`MZ};C(}ZE)`*eF_#&?F7J!q
zqZhB9;IK<YJ#8|V;#k{G0ea&tVh~h-hP8Vde2=Dg{L5ibA8x2jj!=gX!n(Tf`GHB-
zQ2USBOeS$HB0DNjG4F$pL9zXX{bV;-Q!Qb41BKFbj;!+{*2cN3FEQ=v!ie`OYYG2u
zSHPpzVQB{};Ym0l##(w##+sV0c!-N`T71EJ?(2Iwtaakb0~x`Zu>XiwMH;!__eI(R
z8ChH)L^Kntt2Qk?pq5XM2VFYgdTB>ROdx$KEQ+xd+>XXLyZffZKD*q|_4pi%6=_W>
zhc_F{Auw&y<P-jgsf2187f78dh^BjM$I~RkBulVOEENcDIv9?M-QQR*y{KrB4~6TP
zQ-5Ce4qY;^DQSOPbH!*TgprI+p8$q#yf)i8*=dy3Wg}d)xcZy;dEd?LcTR`<mTeTY
zoji@{@&LqG2S+i;{g4tUl7djom9twh*n1#==SeCEbdUbJHFQG35xCyg2A}`3<LykG
z6IXqIVxP5jlU>>a*uyAcpwoaL_I5}(EAVGCRlqA8U-CUefzvu1w!ugIy@-sn=;QrC
z_`;@N{-w7TQY%eczM-UwzH!BO|AUFK8Gk=~bV8jH_{}(b#tPB=I|zQqw5LPO18nH@
zOdBbE)zJ6CIp+7(F^I_}*ZQtBLomkH3f$HeIONjaT7<!%a$f~{T962hF>E&%`JmI7
zxq-Sf9jwK8@sd`M^*<f3u0cULBx}$tM4_RvU9-!*tIFm&R`ZNrz+t$W$Yla#=XN;s
z{+`{VxjUT=OSbPHup~MGo~oJ`{)XFJ*vj=XaAUl-D?p>`=&QZul{r`1$0(Oee{NXx
zYlE0hb|kp{y@)T250x*1^X`%YXAclr?ZH4|c~wW)ecN{<qt@k}Vl3ib^NqOw-zhDr
zg=w=J*94orW=o{ak6+4SI_`(Ww>?A)hY+$^JNs?gRbemhFTg$H>S@syQmM3`YCGoa
z3?#*}=sc-*6QCMA!zyDnq23^nAt69zI|`hgP^GE@0CizU3Hbr~t$ccZbq1w(0n_2L
z5Ldi(ykYXeqn45KaEXK_Oj#&39tfFEops2NaE;R!AF|8VofBCPKCoBG@7H^t1<9J*
z$D6kx2fM$^4%p#qP#aZ#wck8!?=bpfD(=)9M_EEvLL?BG57!}=^fdWBPxaJL6?^EP
zEC{dw0NK%+*nYys^G<O`?+z_}wCT$1XG6Y|zvms`*4S{Pv?#Mlr6a57e%H^lZOik3
zPJ|1Aa&3(C?%viyK6TP48~)}|kGr3M@AvF=HRe)8^_5;u!UHl+aU%Vl*NnlA-SNTy
zgjH0Xjs~)9NMIpm6oem!4cdeE+;*H0zX5nhX($#&AzI&W<92eA8)rJojs7MsbmEh`
zGUEi;$D6XJ9s}GN7sSTtgYo=PcIybRTv{-5YwW<sSa4TD+kuCRU>Ue&&93CT>+G)2
zIaB{BjqGwDJvo>>In{@ost&w#Lb%n)T8ugQn2Bjb9Ix^ji+49Z_pZs#fhAb^dn1b9
zweIGbz6y^?;upY<l_Eq*1=ihf&!zn~HACH*dH!`DO2IW*(6!b*7e8214!=#;{AZvn
z&jdoD01`1u8*{CoA(>X%$e3D_D08CzMvRjF0oe70(u&cx?}32dw^_-NgX_*01y^1R
zFl>bUv2#*$eJdZ=EVsfp%NVUqwJmLokeT{sMzXgrigm$>a#ZjIhU)Wk>cEBuxgs<E
zo-B{tMRCmyhMDN82LPdfh%z@%kDniU$LGcw>mk9hJDJHm@chEA@>N*h+quM1V=n6G
zIU)2>@M1ShB4?Z{7>R3P-J4F?*Xm<ik?J3|lXgLD_s!FN<~aS|{MD<AFQ#QRizz08
zT`tqkUI_*Bw8Zbtb&~yrF#G0KY{l5$_8&8Rr<DW&HpH-O;03FHEUT4mP_nq_d<kP8
zlQbiC7W#d#msSH)V2S|1VWIxH$UeZ`yXcG%H%|AKgB(gN@CEsKY?Bk?1+<k|0rXzg
z#3)%35#J)8JK>xx!(bKektG6-q2Y1z=lG$zdR;Xqh7#0#gA97G2m_Mu6YlEu5^k%H
z^Lh0ZwUfGzkfk9o3tJ&$OWO_+E*RIGB$#*|n7dHrpr|K<IQ%lcZ0>R(XldV1Gy4|K
zQr23m!iM3r1O{WGFn}k6AgR{OrH{TB>ziwtVB7zc9)$QUS^s_E?wwvWH1LWT)$t)-
zw|&wdJ_y#e@C0c&-1B)FutD?X@ZRGWHcwf)R@+yXCco}FGVHhjhNpO4waVt;D(5RS
z;+`OjLjCKlwwcUPZqdo6Qr~*Lll{4`0O&dvq1?C}F(e8S?c8E#K(z$Jbf`*nfI`3L
z)ZRdYD;}_|KAmR(aYMRQ>+>PEd9Wgb)*P^f7E=8e6=02kz0z;UY1shP!fxKi#<gxX
zcLZXE)>#Dw<N~K4mm!64m&JYH|DRH62)c9=ptq?9dK|L~+WVi<uUPrh9yDVLm(;aL
z#s!$cR&l!_MqQe%d)V~<Z@L7GBYsWBU4izot-QS9*Do_UO}WqOWuU#di+tIs&JTrk
z853vw+zb8;t#j94|E#5H1}d@)7ISsVlzV~mKyxdY;_9m`2#D~VP8SJa!Szh$r3R(h
zD1YAQe@aQP9Pn<F_=64nVsZEvn9+3@Iv*|V4h4q0FHZ*G)9U)m(%(z*pt}hQUazo4
zvNwkOD~za{heFM%t0NG5@->>{ge%SUZw`C8{!Cz|8OW1;5kkIux|~ml32ki5?$8B$
z4pGeMF$fqL?%SQ2C#a|z+wWjXwAbiB+Dr%aXh}C4Rm2aF9#4i4{V46RY_&%{W$_YZ
z!^4+med8oT{76`Qj}q#JB5i%jl4eUMGc^IbeN^x2?JGEW+ULw0<@^j6w=H`;zIeqD
zN4^lhT3wp>+_J~9{2{>B7%Y{yZl;ZQU=mtG5)W`(%6uOz8cC*Oc32Q4fXOW>!6a6R
z3Y4Bi^%J>OEcF+^9Ore8F~1uLTTaB_`A#oQqkO@Q<(&>EuG2+M&;2c~qR}#1tOJs6
z-K;;+`iSc|bAv=Er1KSh`NSSKq{!RSQZ@gLl7pU_V_mMyLdn73TZd-^c~jJ}L4V?<
z*S8ge?(Dl>K9v74zx9v*_!Ft0yt4CR=R)Cet}Aj3R~f9itCR@?1Su)sQF6^xLjCY|
z&b(vx?%h?#W6$Os$)+0cd=!|EEz;wzJ-$$E%Mi$JHISh-Bwc0A3}y5SEw7*%HK^Py
zQcDBmlMf3NH1O(*l}aSa*90xsEH>>jpF8Jq;Yjb9?mb`secad;iU+cqrehR2LhB;q
z)`ru}Wqb?{rqFPTZKXqEi2lTWM?E=Kf5O)){j4S9g@>VaEf6RV<WcqLs${4)5?RDm
zas}x$Y_&A^Hnm?=D$HRgP)eO-@JO5glqxCD3k@x7os1w_`6tHqH0bITEOPw<Fo)1R
z+e0{W77}5gH$1|J%d11~s%t&RC}h^}sw!ZFN1dW{O3A05O%BX4#kpCd0gAQh1HU0h
z6<H(0-G{fw8SIdG`1WA=#iEa$VR3D3jURv)j|v5v32E)a9{nCpf#T}IVv((60N~kA
zmtrs>;FDFHM{6C;x9pib83^LVE1=fZF@<x0)8+XE<>V0*jVv|tG<4XBxS_rae}N;l
zdLK!A8s-jT9XRfaE_LS~IB3v*Z}YtYZ%S=;1{#Ac9!Syt-d*0_0Hp7&nVKo1Eq~0?
zn;Bo?f1YorCNdMJ3}$d{un0Hv0&m~L1O&<Ngka+O?n*ib49uqWy2!D$1}XV4=J|$w
zQDC<&<|JN*0Zs3~KhMLi9}NrEf)#kJe2dH+`bzhq(e?D&>l)}+{P=614W`T8-?}%4
z_*kkvTHS&AoNWl;bn*lZ)md_>n={1V)3jCqOcy!phOcA7v1_lpY{@-lB=p9zUg|yB
zZ6;$lFxY3o=XiM3gQZ)1xt_2fD#vlg?mdP-QDxC*)SfGlMG-(#M6)n(WAksl{69^q
zmVQc>Kb3rbocw!9RmJ?w%HAVCtxi6V@IT!U^}sFMX5L~2p7T8hXq--!00(r+4?g!p
zoq(>0N);>G`}}sEEVi1;KaoCjlkN*2i*8KLP1zCRN5TjY>N_GrSP;sZ=szXoHdTYB
zPP&qC_th@f`<3Un{#3o-eRE}3m&uA-u;W_q`~oMv_YUtew>2YSYH32_uC`*@Q8Yos
zL)i@^AS^%=;<^DwVP~E8*4*G@qJUkn_QCBbO9pL9R3pL;QmGTh41|gUXem82Uo1M=
zw~?s)HsSDz+MA!CCOftiKf37SQ}(}&Zc^Q|Z;JDGP1|lc@$s<P%YXNno%G7w-dDKc
zlFIk<duE;A>`;CE@tEgOSLjxchtaKUBk`j#_mZDzg%^pvoHitsH)tzfd$nuNY)S@h
z(I+=x$zQ%3kXnbG8p}PcZ=n3|3o)Kv7o(3L`ai^bpW|24D3A2GMj(A@1S4^`f_WGY
zF@t>!>;6xPwZ(nQ*5$He-rL{IOD~Pa@7Q{O%cnmcpIl{TA#s)$MW2xru4-00U5`T7
zB-cS<`bF6p7xgnXxMkD#s93!)i~81EH*%h8-Yyu_k1>lIO@>B2KrH#X&$fq>+<-0<
zP#b4KkupSorgG1Y|CHh?uiUPBbj{?VXyyjQ7%5WZ3sRx~|6%P6Umo(-m<jwI0QC;g
zXIh^8>2^vWqS$MTM*5gGwUWK%W5nfVXKuT6tKZnAn}>0@5Ha9`kA-rH3>g-1g;k9n
z(Tx~hQkAx0W-bVhi+wLq`fVJgNW!!jHi)ugBSl9=C8H!(N61-A;FEZdo4m_K&TGGB
z#`GWkxs7{S?>ZPW*EWSWZ6@ikV<1*SY{>^GD1O8w#E+&^t4nuk$hL6ygu%|=y0Nxz
zaZej!oQ?G>wyryHgZ{oOqvrGSGtA;Z%^S66tBxv6*DQVFoI*^2Ex(aw*3T$>*{F}>
z1=xzKi=&BLhY>MC2E&h&IBf5gT?w=ohMnA_l9`+!nA`!l)dxRsB%`HQl~x((gvl@_
zg(O1(+N7#=G)IJ@G#qEyV~|$-+l|aCBnte}WLy;C%4WxKY2pz<HHI<k5ZKCx-LwU#
zkY;k+eeLdGQk&BZ=3Md&I(CNfivN~6iwtZbEa@3q_X8hUfwP0yxO)i&TY8MS9UwCW
z;fPq0J)W0$_0h6u9bgUgJZ+-OrvQFU<h$R1m_fW%!cP}VDL`o0K@GWlr8%03$tauh
zg#YNA48%b-V3P|5?;zJZh#h7@M22LhfLtPjlsw3)*MuSqw~Cd{SSoDlhQ~SFM~?qW
z40f4(Y|Gv;zxL0&`HdS>=Ug{9R#d+aUdGaoWR;o{!R(U`sOb11^#F@~qX?i<HTfzi
zxq~TDtc2q8ic&(OmL<YlO=s!ECIJ3er0c1#m4!gRLni+zy*;|`-6gX(eb;(#C^q~Q
z$F_J4D-9sz8a*~EGW-L~;QjJb>e`Ky8dGv~V>X4_V(tnGg24)q#g=Z?!7#nz-Doag
zH^4*bbn%I!TehpdR{G>~_VwMhtsR?xY+Pq}%#M3hp4=1rORs?C4JlE8VaX^U4qMZI
z8X`dF<jZsDFj%IV<@GzXcX8v(65|z>@OhYm{AGEdc7Hl@5-NvXtzc~S_xq>eyuOdh
z&)p8M5Bl}KoBnw1lV&j|<9zo*&0)~TLp@u7`=a-p*+m<7-8FSE{pG}ujhb7`f_s(s
zbn1Im9{>VpFya81DRKX6Oz@@Y@(bJD{6(FNAu6S1Lq<E7eo|TAGwLw0@j2H9`}lWe
zY`z6U?^9yK?dCK9+zk(S%3xB+^nLUm^<c<;y_`-C9cZmUFGG-I1#8D#HN%pr@U1qS
zy_+w)nMI7{>GLN))LvNJUyxOgWb_Zjge2a|aY=!BPvb(=(_1s>dmoI*$<GrxJ^?b|
zhm}=BPuO$JTZ?ZFFhXnQ{rG03gF_Hg=CVm?S}xAeQ2C9MDbyzQI-K4M+{5;}n#8^O
zt#>W9F4X&P#3lAdMN|Em#z_pHZ@fE4fa+3U<pAdx_dPid3`x6l0q*>UA`gcr@%_{$
zgTL5e{+RSXrPOYxosYs|=KL&yKunl>n`+MSCB@Thd!_ZUiP;qI=In<?AD_wbd-O$|
zTXyjB7S-P`PrZ|>FDiLR7*s(BZ1}gn=}f$hq2r0NXdu2j+cc3^*M3K}vr9>O*Hcl&
zZXXa$dD<5JSt^a58o%P9q1acLHZ{I_r`TL}jyrb1dJJ+5=%);t=$>xYS(;i?z#uJk
zfHkZ>%JSLgM%nTxAV#;L!H&Ws=X~ELc|uYYx3daM#%3HXls4es`lL5TOErJ^{X0ME
zr<xrx3VPqdN~o)rdE)VD&UQwVHa18O<W$K>VjDlus-?el9=o5kWk~-nG_f@VA$Dcc
z*-dHD(~L0iv+|Q4E;<PcKH_D>1bM)Zf|4GSl;ZH2n~&!b4>CX(Dq)B(MW*hx7bemt
zVR_I1&CL$dPg?~k6&u|0l|fdul+^6{#ulDe=f{U)p*R<I<C)pD?)S0&UV)*7h9jSx
zKR`64K0dQ|y5G-cmYH~)6k2x!5hix;x~DC|SDyIEl(psA^!71~KcBi=tKb?ys|V3q
zUGE08Mj{kmy#Nh}J^&T~umHjm(B9b@M=~~5@BV_$p*WJM4HWiXMgBkmw9h~`6uGJD
zk~L0fc+Q#~wm(^WBB8!xV=#)nj<eBT?bs-K^PkdYTI+Q3`QN_YjK+79O(z{WclC~)
z^43qioN=P<qQ^vbHZuqs@am~*WwDY+nL5XNug2Yp#JXY3vl8p2t*->jrNX%*fh4?0
zgl;dzBjiosr+XE}i#j$x+ac{fLSPnltgysX6Jmb^KYG3a?0cXU;%>hmz4Pg-M$$O>
ztXrtzc}5D<gq~Mw%=&lGHza9kNRckkl9sc6m7m7H`unXv<vgXJpoWRiL9ulTqWBzj
zkg?l}qapJGR;efP7Msw92P+zyOFzWeG<d84Z81aCLX@Yd+O8kI9^Khk8URNw*t0to
z3r<n%ksI`}c_u#;G`CrEIt=69y0~u_^&Z#2Av41Sf-F*1=EyF6i_3fd60q2DZ0&a6
z^Q2$RFDZgTk^QL-l>A0P!0hh-l+qf5>gY}GZFG4BhR(`4_zNvy{w<ST|L5LBoD;>-
zEDF6EHU2xPTWtK0OY)5ANA{<^P!fiJ5y^%Aenq+X3RE+0;DUo9_y-39f?ueZ-@R70
zethNnGw1xi7nf&1@@uCR1&{_?Dxh}lt&=g)gXtaZNYCEDw6x47UjpsRxza)U`6!(K
zOJMab{@9A6?WvQ3BgejbY}xYsqwQr`@764@^~q0thIsi{1F}Sbr_|e)mpeI$K7;g4
zT29kcv}{v6im2Ny0CrjhBDAX(GT%ZIrrJbKK^9VK{eRV30`_S7Lo+S562<MDPGK`K
zTAfY=D%5~#mUMj1CZJnH1<=xa`=OdLRll=IvOi;A;`NSw_w<T@$sk){&p|$<<2h(x
zpSeNxy>ITfbeU>l;N1pF{?MY+{qNy-(8722?M2ULg`GYOSXe?i6R4)_tv~!)>y7}~
zU{Q)0p6!7-zq{1r@G*2z_1Qm`4~IX>W|m+7SyxN8`})cB_3o=rp(gL%-<*imr&QAu
zbFyDgYa?)EvYS#9K#6UhkAR%bf+!udsq)o`%(=IIh6>w?9N^q+e-5H50p%vGY5f^U
zeOM)(o`o*j3<W`ejvTh9H-3|vhr@@9bW2MW;T*e9qj(?lthc$sOSb{;rmf}9iuk4j
zw4qzM$t|MrV78yWhGw3zm3hq@OD)PxF5(w1omV~nK`T&%sk?unp#kdVs{<f<wDcp8
zJ$Gu}HZ-X8;uz^Hnw{v@QS2`XLYO$qmyesB)F!ItVfHLQDzr5J^jiKe8~J;F{q)I%
zgRakRR-QX^^MzpvYeE;9)8Qcqu^%z!Ne0#QMYYt_HkyBq1;BecW9LPy=bD=G38%z$
zejl_Vx3-0m-U&=Ij>^kyUI|XKT5j#fOKR$fqNUCp6#eN0P}>t~Y4H!J`Icn$3ow}Y
zO~^w>&!QEKG#FO$dD_$dU`T<I<1`FgH=zI=+iX#}0XzRq5{|gZvSwp3so2XV?AAd4
zzozya@&3A;ULXv_6*x3v;WRK0M3^r5<Q%q%my@$6u&Jqul}xhtKZaOi0pgB-86y!+
zOalE3_ZRJZyGc{&r+QgZnfNeL*m7J-p>lp1$ePd_kQ}hZ|50@A@l5|;99K~;k=!a$
zDaxklhD7cObKk{fL#dRFVHhEjT#86CB)4g^n^Ek-Tq;o^Viz*EqGS`gxD@I8+waf)
zyT|8qKJWKA=k<KLNKL?a)Yk1KQ~BmUPZS*Ap1<i)>bCoqdHM(I?N-_r7dk9D4m3?R
z3pd%W>jf=x_WzNhkb!^8?fj<7?(KNm`Tk|+GUm{h8}~kWY@1ws_CeuM|HqQo=P#BV
zsN8RP?fS#Agl*5Z?A6l@z`QQ18OLC1ouCn$GmcQL9H>B<yI^jnY#u&5@t*8`tIq|_
z>zy(()|PR%&pM$V{oHhKer5ff?R#t&%=#CGn>m4#k9DA6!t8b39`L3h(4oqAwMG;>
zFP#e2JKbgTWncAoK7I7<oJUMY{@EAbk}lrbFw?)a?TqY?O+U;nzwWktdGN5=x9w7z
zy;8=3bbW%}76N-T|Iq>ZsJ&9o86Y;<!_W>=cv1G?OhtP;KAVO{i=^53p*C7i954u7
z!KlO*x6x{lUYL~)QDS^D2g2SM+7oqzTGN9$a`48MvUzj;-}f-8PRcBjk}Nx`V3RdJ
zLqLjF(Lf+0<SPgR%<j!Dvcy*}3S16ZeZP41^81n(^Jn#Tu}tgXvRU5X{M1zIitOxs
zX;Udx1a8kOPh)8i0cdYXxgWF+-vq{&4~pXEsEY!vIe1;gx38^P`$=_y?pBRr>3_ir
zpoK~dB`B(b7pAMx-_wf(070AfAumqO=I+D}Yv%F2Z#g;HE5m0t{3J*g0@MvIBng)F
z3_Ohp=n&>}V;RCcfoZX3Htt<}R6DxAZD%hY5bL4-_ofes)foM}wWf{K@KT>vI<dJN
zCHEZV0d4<sQmv?h9@ox?7C$c@&i@*UAGo$Km9oX!{zqx6q|dUKrromb7}R5dTx&~g
zN3S8WvmTu9(cb>tE(AB5!If0(fH$~;70`rypptXd$C-*JAYtk2Ftm}beeS9GVUu1r
z0bmFgL=O=u7Kf?UblJON1cOcFijc*d1bibj^iwz}=v5B#;%2;gI`auY9Yl)Mw||<y
z*UPe?An`heouwuzTt8aG7i5mPj(bwlz}g^_DK*Mw*Iv}|s>JGxE@v}subdvud%C&e
zO!-E_IoWGbNqZ}8+B>gY*)(zR$LE2=MdjhJp)&{)!xXmYeZ1?Gyn-FZ4PNt6s((b}
z+zO4(d;lUTQ;jVG4AGqrA69-Z+rAJt&zA2#(C1ji83ek4m`xQ~+EM97SLmaNHqIs&
zMNG2s5nX4s>klqHk$0#guv&!{aGBQc@uT7AGRy&wlBYJkRA#ca%iMXdFvH{19U?i9
zbo!2y`&>OX@e4N`+|J4zx~3ie_N0s&ialCaYsS-(2;B6TfH0UoHBiqA4AVP8J3`!Y
zSpUZk%eedZ<a1k+Q>{-JI?jXCS$8N{JWn5DmQ}84x?}=|`22!>gjP2YvW)hw>Vk{<
zfESXtXQ6%4`3=7)(l{`4Wn<<*N`uF>d1<!fj=FxT2mkB*ZL9VdhZWR!&)>DW_26FQ
z=<{fEd*kuy+K?hz1&NA&^k*$G%U>G4?(Fqo=y9+%Z`~B$Z8GcpSn}a3^Y(;AoYf26
zdzj8^r_9USC%4KRTHBp})lCZY4{)t*Vvl+LY!XRf3%0kFz-bQ;yu5wlRCA%8bMD7D
z^SA0J#=b_!w8rTXl&~%iD5+<>AYD&}iiX@X0D$eh{f`j!Jt29WC8sEKDm{LjPDvz8
z+f20ooRBhLFETnvJAsEcozc&~l6U6FdCQGrRsf3xKc(d5%@Pyai!?ZkR&pLN_9z95
zCUMNBE+k_}3fRvL-N}kl(vafc>+(8|I$y@uwMvMCu;uL*a|@=pHXFBJdFyB@#+W6w
zxOnll1O~&iYgQjqA-nzP$!VjozfoGS^C})2HS+zhx*tB$U)h$8*E|M?S;3{ba|#6)
z+4?IT-}Ea7h>ZYBt4_5`e)N;kvjHtgkNHCy-7K%C>j$!ow>QVY1HGYly`bWhspZW|
z!3OdgOjx%eB)em5Hp(;W!p%u}7PiZRWnP#1M3%%f>5-KwGvj%szfenr<a@YL@LE!A
z%q=jAlL{;vGbSlMaxUQKp1G^&3Fa3P_qYH|((*M5o|3BaeF`ZDsE5cDgFqvBZ<%z8
z6dv5|vU`dJ78i-(hmP?Zc{0-Z9+!l_KLbprAxsMMWsi)=#zUIy0nR^dPUvzrpBUTt
z+I~QO3Iz>T!4bMF|0J`djNOCV>&L>`u&)RkpyJ-Js-F9P24@2X4~m{a|DLbo;$1G5
z+BrsCYCa~&I6^8d*ys_Vc0)tLOqCViINSxx0l)&LKb=UmlPz>n0O|q(4+mhWB-yv!
z&X5-(XWan3y+U;G)nUxZdjsBO^fTn}ueWpNZ2lbtUHCIkkdDWE+C6_)Hh-Lc?9eOk
zG*|_WwS4&I)~`?d>E)FVip^EFf_<Us!Rc!=mA?Veu^(^z{XO;B>4)MEn{^%N^Mdu;
zTb8?ZI`=#>dv9L67u$I<JJy_|k%=@0u^}XYU5#M<zBM9TH61Wq5lcG6kY+?0A8VDi
zuz26b53yh4JvKTBuVUIpYVSb96}fm))-h9oGEAWL0Skiisgly{j1#UNe3n$M-FAm0
zb<K3?NknMbbU?6#IK*I4H13Bg0>Q(Hf&x++!Zi@!3%wNxxS$<#)@5~L%Eoxz;a}9{
z))V(U|KaBKY#^MCswscxkWA`>Z+t$aM`s(cZRs0pvDM}8vgxLtEVrb*+9O-=I3-l}
zHT3@IiiZ<x2pm^BPFbXn-TZ(8L-wo&Y>LQyv8uJXNU^}&aPa)Rt6_agO=+&j4hp53
zc$G_%KTyC%?PqY9YioBlv4;5iX|RC&!)5%#Ri7l;w%^~*k|>EK$NrOfuT4&Ped|A&
z3HFG;l)m;+ruj$zI+Yw`5%t59c0>Nf@9y=Fmp{jCHowxn^XHY^U*?uhsg`g1ul}3%
zM!`k2>b{6tQo{zitco>JhY6fR5L7fxU7}i$3=xjIS|D=3X%@z{m|tHu@3R6x>_dly
zC;TM3WX|BIsy6D0r+v%qT+nOYW{Fk=e0bZd_m%G?UOxdH-+Q;;;&+r^m>y>D#JVK3
zcol>$-~<h78H$OVQE)+_>=7!cX|uGX0MzvK019{9qE99aGSHQp+PQOa4OowW3kiMx
z7*Z=7CJdyFH4O;_!`8Qh=3Q5Jr8L9$Lx2d{F*wA^)gS2(`A=rwL?nyT#cM`-UJHqh
zjb$Fqv992+B`97kcvR{WKo9dA#pL?>fNE4}^jtJBY!0ol5fTDj#%b<oz6OnM8iMkm
zJ^@B(@vQb*qIP0-@#Ll43KD&Uh!Rq{adwdVY!PIvpze|PS;T_}CaYgc>W2&MH@#Eg
zXm6<+|CWbvUoBqMiGge1#tYf!C1q^>sT7`X4qj6Mt_f<N#Kwyw?@fr&z&Zf2Wjrt<
zv*tmzrSNi&qo!j`X;Gic_5NF5SZkT=PZwvv7+~-h11+iW$i@DLLot|kH6Xahl7YEA
zfAB*#Sd`I>3C{M~a1!{KWuL37zrE?6?U@fZ?bxIJm#_!6%RV}=y54_H-LmW&=2xDk
zc4~6vKkbzM({~%)3Y~JD{*x)c5MuS?y&$Lp2mi!*-dK9y0iFHQ-P1dgi5frOH?^7+
z=pH?*9?9{?+!KzMwwTO?(Go}F2`s^>h(KMbfU}N7j>+9c9B&wEabk#BW{(d)cw^YN
zul$l^*%2u)jYNFF(t5w#t?^?pA|7PX5EQC3+%I{2Tf=mLXBx>6=p?-M(c<TXyns~I
z3=s`Aj+&<xNCQP!1wV5D1kzNPcSh}fzsj`_0B9t8F86#6WKZ&~5L&aqcf?gwkr?P;
z)aYwm{b5d1WdKQ&PWSL`J~okrI2J7f@@x>D<9A<`HW^PlpVWUF(UCK;BSXITf}d{e
zk6f+0y-5*NUv0Fg#=+P?d0@EFR)SXC)*zWknT!FCV9piq-mdp1RqVPnqxquC-P9_I
zssZwWnEjNBdy|%pP3C|=`Kz>Q(R>{##4weE3VZ_1v4g0IV931>q3_l#$1md$jkckW
zp9f0kz|o8$QLf=UWNwFxy$+96lnp!&P}L4pwo*1Yi43$fS!kMP7$bc>7y&iSJnnDO
z5ZC$(WM9fe4>VH1_T4FvcopwQd}Dp%bG-InmXbOb<i0@k9=hAtCoE`a8}8fs#%&H0
zO<fs>(wslr?d#Z)pLc4Ni?&)R4Q@)BK;@-wSYA2C043qjl+{O0KMP^S8?WEEcJX}R
z7F>=It(=}<Lcx7mW|$Nf7Oh<=C`{9?=18j-^vRZWZk%>_h%L_WVQ)lq>F5QQh&uk+
zo`KbK0h5%FQYBWWnBH~}wE&AFc;nC?Gen_K$OaS#f+}@6h7#f`s-D)A8#!iDKKD2C
znD2(#?E7Xidg3b+pS!oVd|})t<F*Spf3Mym9~FvG5e-mpRMQy1N9bsI_d1>mV#6K6
zu3eHR)nAIAd#&R_X;Yxc2=>8DYyz+>%<E6lxMO2sbfZaE5R|=vfeIrCnd-b=1?(~d
z6+(Q0s!Bxe$15o8_3wXuME&;nLpl!*tJn-&Z%xkjp_F*1G@rh}s3+G|Cr*r-zy$Y9
zBTbG$$K+n(G~q%`m2vGRuNHJQTGXf8wh~rn96&=c%t+zdDXIMD@I_qG#F}-bxWndi
zmkmE_%coaE7uKrs?stE4JM-G2qH%it`ozgQ9&g@umh^9rE1!P8eBfbfivC~QN9%Dm
z*C!JzB-UlmmgbXgO~y#NrN@SqHLJYJByn3+$V5GPwWo92MuW~&wNa2`d-YhMcWEN6
z2lz%eP;LurHtrT}Ww)c%U{6TEtXM0j983=d06$bUpOvb@Ke@xb!&p}5=RE5dKVo3W
z&*vU~NUn*Sf4KH?<U|+j_<HWywLJ;p(4<R*B{s>VJHb&osb6-<Ov-`KSyfCF0?rkt
z9>^{p4Vh70&wb`Szu{_#wIgqkc4;3o)8u_+K7Tjagx@Mie4toDbhg}RxuNiKeYecF
z1D)T0%#F&|rUOv8VCPLmuX2=d(j<K#rmm=9YJf8~ht+4k#l9H8PE9`Ttvl$(%(9x`
zX8Os8L_8VaL9u4art?pKJN{jz`N-(8q@yX&1?#aRG?DF(%HAf?Wt*D?DyKgJM{MKu
zcaH5hSM#_$-TF>%Po@!XT6lj<H;zVFi@u+*vZvYN4_Ga=qpUW*F5f(z0BC|zdwR~X
z)jcxgY7gg{Ix6})m-fh=aqB5UyK6$IMs%-6K|UIdY=%I!u91|`6A<F3l?i{9L)y+d
zGnOd@W@FpWU3~a7BWkn$w*!CeO3ujKkph69eQ;%1NC!@5Fwvc(LeBs{IudnYkVjNZ
z2gpiAoXB^AQC$@oggoUU>1jRo4ZugONYjzsWwew-q;p`ci(gjC!!3j-$Lzfaeg8so
z>4_h?#PzpG!90~@UF=oJl+>cAG&)+FR83ByQI}&+xP$q4(;Y`Y6W9pw7}iTcY_HOJ
zOYM3sh(&F>sYtov<!jK<%UpHRW+kb_;+KSHqNDMpZiZ?!d_&p2WkakZ=G)isb~^7F
zD6wq8&LVnTflWsV=H1P&14ZkOBCew*$NBs9n({%UhmT0H@*KZ)lwfQqcbv8REW*Xw
zMdtU$_T;IQ(cLHfOJj|xCV0(QX6P!6&$<s<%RZl|NRn<xW`8Y5pVN!26&Ogd2Zhva
z_4jh++)uQ4AO3-*{nPPa&yLsEa8BGzEEwAh4e3oT{pE|UVXTxG1B){2*rE}{fa_A8
z3i0i;tcUk<`+uKks=UqIekJ+EwIi2*<@RqqSN@E7ej_ttB=8c6DsJ(YL<}v`P+g^#
zY2Su@4F};K9KZ(}E@xa${XVbZmkVw*q#M>Rkb4NpED+T*SX{@)<00<2($DjE-GoZX
z4YZHOruVq83`n+Q{pQL=c)H2nkgwuW!oH~t=O<VN6FReJYNnXc^f*MV`NO((lQ6FQ
z#i6b7c^~wXyWiwZr@3_QIkl$dIdSsh{DIE+=_^FKV|i?1+OR))qBig~RarcTf3#~l
zA|!*~<_V1=3fRE;6M+ssWQ|wKrM>toJVDL0i%0LhX5Wi^PNIc~16s81lYY!_9wU{`
z7>)Zfv<HibB0tAHuD5oWWgLFQ%<t()1k29RrM;f}oKHy`aWDZ3mji_rz86}k21qH^
z&0Zfds!}~nk49BG6(x5~CSO6<OIO!OSf}L=KdDtTcD<A)0dDO<I714u<|fG@9uLxw
zXHdW1okg)qJhl3pru#v|0mwY**2i2Oz!m#OtD3|JgJc)7YI_Q+!FToXdrH*5s@v>r
zk3018$JXQ6j-x@4r+u#34nihVLAmK;B14ldZ2~103}|TJ?<dt2Kn9V3;3NOwL;OFv
zNHi#-eacvf7noERF)%F=>}Rpba0(d<Gnpe(xgumlQ4OV`3+_k7iGcBYX;-t`h8{Yv
zSfm{4?{pDcZ@n^g`eWs-JC^g?W{x~Na@ekHAw7t9#x|oVOiTwNL3EJ@{@wt?IF@1%
z0g@<wXBvbkLbhP2C`DVWq8~B@1l9Pom@@7dWlR9r(}tt$Y9Md{dC!{Snm)c(C1b-m
zdD9uN>gQuQ`zXgf#j-EcEH9tDtbQ2#vcR)s@}}j&#RpF-&Clw2NP$SpxpdDtjBAZG
z#lKGZ*>WyPMUjqc5D)U^PrZ~tan+1}`+eMXEy1+}jpZ<s{cO=s>b``mV~nxaLvf{|
z(Olj6&+vfIan5k56p}JSo1Kh0J7;PlWC}GF3Z@{EebB3fVy~<{3C4Or?Mwa%ug4SE
zWyqsRDZeQ80)CK$i%?-4AT><AaSd^_LjR>Ip6aw$97W!8f0eA@ZERMo;P2&vAssdU
zsH+chBLp`)`8y$#eTb0s?2sGH=k@i62#1*r+jhx1K*v<~-vr<E=rAhG;H4yMwj$y)
zSxUYi`r+{u{lK<Qd8YIo6dNuJJIv(=WrB4~6skR&vPuI6almQ}j9WC2$_I_n9$df(
z<Zzpx?vl<rBvt(2n!e54oepqZ(m(T#a#QhDs>TxHy?t{2_k{YGiP^R2V%Kq9^+iwC
z(!UYk)u^D=w!Tv3l$3)G!R)utj1E$kY7I}d@Xkt31gQ(u@kHRG<i2FDsPPrT4f6T&
z{Qb1Y&QSCF>I)33vgu1TEPo?O9pxHq5HU+Zp@A5ocHU?LiPl<F)fjp8zQ-V%O^JXX
zD7Y0>dr2^&<jP4`$)NR@c1P8sRCpVwJ_W71f&vUR{Y_?#k0x(Mr!Y13fKUhV+v~V>
zgAmrzrJ@=o%+^utvHMZ2QxllbSp1I2(eRTQCm{t6w<6C5_|CY5suYafFl73pxHvPB
z_fhH;Su5WzIpj^b827@{>)PlQ`$X+<^<z7Le}bArmOIw}z7aZik00GNXW+0@{1`OE
zhdZx{B_++HlG&h3g!bpytWqk9#gtfa6fh`>Gngo&XU-m&&XMwCBP=8Znfd9|Ff91E
zTA^%@z)hww4P14l;v}pz^N;;h1!ufYYd9cS<XATjTW)Rk^ad}>L0wJ2m&e>g4BTBc
zyDpXvNr39m#iT_X=h*6z5u~Q^Gar0|zp-$@3oaluOqE-YUta1LHV_$MD`O!uWA++I
zd!Fcy5q5PQ^Tzo?)O5@=`o`tG+ELa3K_zNnv4MFO^2UMSsJH_(iP^qn^s^~YS~fO5
zd4lgNvkS<#jjelSGz~nP0<eV|x4Bd#1+q4jUr1$|7l1u~Y977n-{N1kc6h-8OWp!9
zp!Lu(Lth<Yn<+jtf`pc};2AXk&ZotL<&|YPf0SpyrdFC5!?Ve>g&^&Hbv1<8Nl}in
zo-Qm_xK&68Zt^BMN6=V=CrE(I(3!;(5t2e)<C63?Gdw`v*)u&FJpV=UyR}qk=h<LN
zTvBt$hN$zJ4DADe7ud;9?F(=5Sm^|GLCpYc3W;?AYlx5vt5!2({ve9!JU26Ozm=7W
zxkm55IhXfPmzAQABcEd{YI7asSQ?RV{)Ny=EID*E;=>n%!JNlp3QE}i(<1Z&OOLio
z+tt)1@te@T&(VT1!mvjdyPhIP%IUd5I01@ki|%#o>~B-5H4{;Qp?SP%#7VEry%63{
zB+_mh15nnp??(NwQ1Sj~<c&)MQw|<%KMXqd5aA1T5u1mX+mA9#0MW-}4MJARWn>U5
zg2dl<uyzI%DOv<y`8MsTmsVkV6Li5~+n6^(jYxPkKq3Y4G#<gAa0mz_gu;%KWQc^7
za@09ZfJ`cr<fu=wPrO)2QNBAhmUi53=j{WZ@5QHW$|dVsUbH{zyOz~fNnR~qyBXE$
zr*hQfg8Zy;(f8Cv&L5?6tK|KKs<PV9NADi&%p3gpJ~`bpO18r2xf9%NR7JptL0PcD
z=m&2`uuK^9Auo^&y$cQsH~NWZl8#WEe51;1pwi4+Kc8G*wayTp@_B_qa1)ET20|xW
zU2wSES+(PXM$WKb8_XXyYjYhtohx_iucY0$Kd`dx%xl@*@6O$|y#2iUccp&v&+9EA
zG(8006rXoEl{+aIMpBh8i$ha=zL@HUtyEI5&0=LM=y^OtKdIa8C?5ku;U*Kfw9F8@
zddv`Y@4s-+K#fs;0rCF34?qQPu}a;h(>;%(&B(g(7bfQ3S91Iw;#r=prP<k8=n0IW
zd>|s%TO5ifRRdk`A}<ysvxw{vJ7<9Y?(9@wujzXyB^9ozn==}Ud_Lv>a_2XD6f&Mz
zk2)%n-Ij{L_V!4)n{>tAh{J22BWl38w9f))T3UV)q$^A#-DS?k8@$Hl$rh@m;SsBR
z#pBr!9(YL0Fx1i82m-UGXPja97212zGW3|sdYb^)V848$&Ln4m$v`xZ4C3c+lv(W5
zpr-QgV#%)m$>cXY{i)icChhiJkt#PycjXNe>M~SeTATI;!H__z`yt#>IL`)FTQdy~
z-L2s7f_hB@?)7ZqJ;oVx=W>sax<Ix!i8_9hptxo!pw<f>5Jn3PRrPjog8F+c8>lG`
zu?`oM4{HcdDvo1AK+@K47v&53@QZ@e(#cEtYko<0$$v8bpAbo>DC9v3$-U3LFQzr9
zy?$hHgvOK@E^jfDlYq>=<6`?PlZf>c`cp`=S2{jvSj(`8#BnBRzyy#JP!A0)f80uH
z%)P`=gnKgP(6Wm4_zq!)Pz2z|giI0<k2RG6I1|9XeUbwF#-%b{WroUDANb(w!#BNT
zOC~PnzLov@^xeI;`ae|9M<3L`65-)_!{fvRw$r2;FtlnT$-b)GsQKPv!a!vMP?NOA
zyaFiakV-!fL58f?#2ui1-tY<ME?wVNUeR)l$|$|830fN4&O@Ojpt`IvGy#srWI&#4
zz>k+IW;<Y>#1X!VCnIKA0qPgPeE9@p9+W*E6W0Y50t9EgxOAMm6d*NFL#wf)I1GJS
z%^$r-SSA%0D)kw3Z5;<y5O=8-sJ3UQ67f5FY|YP10TZOe9YZs<K|ecJkl7UXJ)~{8
zAie3I(`t%jc%J-|!z*x74-I;>iCevXC_sE;7Io2)n)tr{SRIf?5S}c>ZQZQnkAMOE
zTs!IYe<Tj}B!T_?)reN&9k;`3d8I60ql{?O10>SdZ(QB=l2n9LJn4AI2=`{F52%X`
z4JKL7)tmE^<&phOpIi_EH{Il{N(}1BRXmYIH1AT!9~x6Q&dM?hszXL_4IFKY@|&RH
z28XJ;n8)Yl&cTk<7V_AmC|W`U!0zbrCqj2CC{L<Q_lCuuFiO9B#-}>f3sLp$Yt#PV
zG5M^laSfOKI-Q%Iow1DDeYbPp<|`$mx?Z-2uRT>e`}^IVm%HwH0fy#aTpGeRv~<n{
zpJ&nM4j%aEdXK+(FjQbxz|r9MH^7PtM}wv%sH~8`XaAGgzDr6Rr2;8yaf~VYSaXxw
zBkX@NBn(H%WLEBgrOy|eR=5WBCShu9U+mt{ZS)I=@UIK^z%S72+6M2J-O}%TS+bv~
zzPg|KP%WhS-NiSTa~nU;9NAgcNzYy`tQ$-+q@ZaPRQL7%6L2v1Vo^~@)*d5&?97Cn
zWDaDKZ!5nF{lj+}3o$}DhXfirq|8NHEf9v)LaqRaP(V$9YW@dAxpN6cpO}*v=KW*j
zaMcCmSL(AW`MhnvQ)*-m+f}YV-2F*?GBQ8P?9JSVg0r7Xj*W}49%iG?lGW7k17}5Q
zKVfNwSsPuO)9bXcU}zr|fHmIcRcww*7#c;o;6hOg`M*LD1zE{Y1bNKOYV8>X#AOAS
zlXuP>FJsk%KJs4+wPUtY@>h|w$<|YL0Vdxi&MKz{s&%4l=fXj(eFd<)cKM3e0LbVT
zUmN@RA<4$ea6YdQyxi05dj;Zsax`}78$iXF+0b=Lsy7I2qXritL!s#;CieD`*Dk3i
z580?cSpWTS&*2?of9|DBt44Xgxb@0y)=)V&dW3IpGPHW&>b=<}Xd4b)H}CG^@Ad)I
z?1_0oW<rH}MTMD({+v@0%G<QGk@ZRLu%-&Ku2DQCibAW^TYD2Rl!JFQh5}5E`Y(oy
z+6x*~btu%hPay&&21%7=dH((r9NPCYBLrYLz0Lfk>_W`v+&h!%Cw^5ZzmA_gB{~-;
zy0-28oin~EYYVaiA;^Ji(Q@uMCRupNiF>m4F*Mg2=o@%`8jX$3CX>+5CtY*MU;r%#
zUnJlkE-w^VF1wxbqGkDH!rgjrPH+y3(ABx3H^xOGi);gEqh|!%DhVf~h!aBA;zKcc
z$Zj$;)X{;Xlwk_ZNvQrn!R#=9eW-KAdh6CdxeeP__slm>=x<@_uJ8EM_U6XhyQ=1R
z9jfabKK0-W>8otypmkEh9%{w}{=jK1^Xr(rri_Vs#a3gI^D0bIi>`w&@#qG=hipR&
zKY=z}qLzN3m*tYJOsxVPm600wyN3&?Yu6rMqHMmxZ)X~CQVqTSiP0wu^kZp9T@G%$
zYt<Ql`_|WB^)(fvMt9iH{n*U?30$8xQAPtl?_jxXVMZ%a`l7oXVN9eyQrLPqhjO~j
z(8T26Oeb$yQ#SX{?utV;A5OieIi7S*mGw9nul}`v{KuAMvpu5;uLloBUs=9U`QZn?
zu6e>(fl%8#CNZuAkHTW@KVjXwL<lr2Q!GXjsVM|Wq8SneVs<=oGz^!b(i;lthrfi>
zPL?v-Hk5zfh1E8#TU@={W(g*jKT&i%NPXNml0VA4Pamm=n`(PQ<~)F<TmtE|&x}mK
zM45Z8xLg@i@;)JBHL`bQ2j-9uaNm`ipLaZ(P?0ZNl`YyHIrjCs?8_gyD>hB<zUBIg
z4SYbNam(01Rio{E(Xx^cN9rO&hJ39v3p{sOoZN#m8Ma&1di8Spn|U^2ZT=W+D#xs}
zMNJ0^tO-0d^Oq#6shRyc;@CjLsz2!V{8sIJ8?IQ<ft{9?y|+GT%L|$7WnI)nqZhw8
z!xyeTV5lECDf6iF%DXM?HVOA`cTJm(;@vgfJ1Qmvy(6C>-F=2xE?)DxI`sy_dm?J6
z^2qH?zrxS5rJXYtyEoewfVmQM%5SxuCQ9nEq7kY9{%|YHm7ZcihqFpo>0OvuqM(pO
zUACUfbh++Y{Ys49AJWrh=|%uzJLWs?ntEsgLcnYBXmy{tY(sA=5a2u{W}&KC&b;ie
zTwTn8#mSzoZ@rAODjNr-_(<uF#hZNuS542la;sg6+S$^&8g9W7AjRl?%~0q%&QKwF
z&4j&vCplB&*OE}#WK624A^X9*xHYO;I<*|Az=BUQ)~F)Uvq3m{Oec|xH}8!wFi?QH
z_#%)6wX5mKo4G)Kv}2Xv;KSby6!b%kX@m)IC)lX%nd`DruuH<xq;^RuBmfMS_ubw9
zXY`rOm2;jGF;5rSJ5<GJzpL)6d?WRn_ky@{eq1oMO?qn#f_o#BA`cSegAMN>0%}Zp
zutG{2WD1S2mpRG%oDU?}{J11EwN!!XYg&9r5W;GY0*qnR)YT6_RW&dE(FQv`cf&nq
z#M?X5&Xz1bkJeWZoxl8k>*(~``Bl-4uaWHQ`S-pHID!D^b@Uf+_bB%h)$Z<l9QS$y
z%VBwgnJ7r_!3QEZBa7-_msN`Gw7?s5$z2XJ+TR2-rjcBbb4SJydr;LZoEogE7ejD0
zIOn44rB+c@NK`VG0$|QLb(V8<rH*-zc-ijzvi;j1ZHYYbuaYS$cd?k5e%o<7euwg)
z{~NWbA)-m9JvW#w5Zfn0_ZM=f>D{{L09|%4{Y^ZXsmDeJQs>1HqJc5!nE8XvE`F%=
zI+#Y)me9@iZZEy7;kSNGTVH&!vFYbkmFtu}*S8iTk)g?sN4cL(c%ST)vdZ+@3y-Ew
z^>C5WEv=gC`FBA_ixahRL4yz(+)Pf$f%Ij-YZ2T&&C6x~0}qh1^WXAw2M$iIw)6I4
zUJefwZ{A?z1-3501kgIF3~#ZMCrc-8wpUIidrdRgH3ckB$ha%rK2_Od8jzp}=~u0W
z^wcB|6e!$U>CgdSyUgu-sfJ+HTSEC+Kdj>f@k>8jB!AN2l4i%w*<GKW&$|9ot@Jvb
zVt=IE!r_51b}vVeI5kPd1va0a!RgKjlla;Zy@YRO>_yRyvHH_<uj$p-wUG~n8f;74
z!ki<fRp5Ohj4rM}6&t@^_Ull|-nL!nq}hSeN%-vKbnLwiE6`_g&U|wIIJIOgySmTn
z#lXg8P_nxddz4Yt`b|#Pq?Nb#=E#-IiYq3C)<4G(J3bq9u;qXOkU(cC4}@f5V~E%b
z+58)}%z}BG@OJW=H(ILSC6=HH{pi6$+1RFWXrQJ7VAdsay+hj@@mK+xhr<kvPK6A^
zPqB>Iqps0yJ=<cZz%6gKypVnpHa~b;rIuStTpN4@Q9?O8YAI%yiH?M7hm)_(=9cQ*
zPMkE%M&Ls1l+Ejkihcm>i-^qh3~I;b5X1jNI-S5!;Nj!eS<e-0UOnb7)?YZ+-qcP8
z51?&)MOxfJr*7A_6y|U#Hdi}mp_tZ$D$UM;SO3Bctj3~|^EuE_gau8?oO0z9!k-5d
zk-nNsh5wHD7T;9ab#sSk!a20J4St^5f;RoN@&j8#8-i7TeV1(W4tG<9X<CB<?o3IZ
zGg^!OMKfNbEh7{8aF`DnC8jVmmfj~U_qIpHxEA7l6WjfMsUt(TvE<t39RJSt`BO}u
zwToz>^m(CHOGoW4ofwW0&QY27#nIaVHeD#xz%MiJGiiz3%)qId(XJnR_6+%Nkt;*r
zylNlpxrU56+3>z$I>xx#KODsVs-t4|xwJ@Y!UNE0Nb+abh!C)<;sP&w9@HHV&{s9f
z;@KS_*+MuPXF@}^8~i7OiKM!97W-dgB-ncG<L8}JEO;{Cyz!N-fd`QHIoTJx0d&uR
zd&@6o;PO&a3*-%FB}zcCp4|%>MY#q~FZ`*(c1ho5(;ZA?5{Zi_3N70~Rore))+I9R
zA7OZSZjZlxxh=@-mz)b$V`O^)<Y$?!p@Fq%b4T$A5QuOMJs9$$7<R{Hd(-u=3=f;e
z#mU}7+9&*A_K&gb68p!tE^_<UbiEb96*#Vxdx^M(*VhB3ZGLR8Q5IQ7WTHTxeJX*d
zpkOqjPp`Mlv)&~6evl;Fz*{@_^pl17HAP(q>h7yz>Fg|p?ukGfMF{SVNyL=E6g&tf
zINmdc)t&n5uyJzj^wL-C=Q->AHuzv-MdMtq0i~YH`##Qh6}FJ-;(8gn4Z=`bBZ_uq
z%tRO>RN(q>FoM~LW*CMC*FXGV21sumbwEdfP#_tR{T=KILSNNI+2D;TS@Vyx7-i(8
zzj+hHNoS7>`v*YZt#{1<^iJ=^NJ5suj1B-H0z%d0!J`OR8l-q9)*fQFv!K9>X1K*(
zK_*S*TmWpp{Nk~x{cjiDtSj2i4gZ|u*;u}z7)wPWbX+$h#q>OWNba<xh4r)a6B$o2
z31kb&#(DnI2X6W|z9E<E`WUA?M)eYcE-OEIqJCWAf&NabRm=C2I{U3kFhV9rErZJL
zNEW8=OUHfEMT^Cr5aK~+$sM;x(*+4u-R+?<|H+h;CKZ;I4i=|e{I%Z)__^GM_$`zS
z@0r1vm9EbZVzfD86yj>;U|3xftPSe*${h;fP7TR`Js`77dk*tW&B+^D7yceh3}uUo
zv>gLVl3nCc`zS_O7+7u7;Z$`wU6yVkKXgQaN{Zfc@_LwdUWtIywufr+ubz+VWl5}z
zl2~Xfn^+7xD0(!h!52D)@!eWVaS$xDI7HQuX&7!z5E&s-NX|k4F#*$(n?erdrhjWE
zY34aK=*m!xP0)b2H|{}It6;>W?$M>m8jPv0wnWE@+g1Gy5#x!R9c>D%!!Oii^ExDT
zyA*pQ<b5=1!k5{AvCoyJ&Fb%5R{?)G)yEQ#lq6n(=*$#zPi72zZQ#^3mn6`_2*F@G
zzi?UEVF`bXznsKKnwT>tX{-AnmWhl>;uBlUG4-gXfdTUxq1U(}GF%8d1%*K7s1i)3
zZi2GjTG}w5Cuo|WsUJJ;{}^+$)zxWmCSUc_(N?v_vDW-2;})AW;xwN=Rg1I@W)jnK
zrTI*=2aru(6ittF+4(>qFxY1TNEeGyXl=IH_}+D3b;AgQrKsrO{t)gT$>9lyDvEf}
z<@eT*hUvRmLAVHn`Fa?NJ?QGu@fd7Bfr1+h-;v-gbg8&}xZuG?FG#`O0%Btmc#~8W
zp|LTj0xqzSQr`9>paN!XCH>#t5ks(jf$Gn;7gO6HFfH|i%LIZvkxuj59q4{J{AmN?
z9gol7mF4=Tc4ySzx0@8zf!crHvs*a6b!PW2jdby}5UxiBW^1;qMPHy1W}nnx$Pklz
zjH;VQ<=X$q0AY#$$r#L;z;GsaG>pg5i*m0!DB6uo+Br5w4pnz`X4xS}MT4OH7@^ic
z*!Zbo?^f2Pinh)cUgfa7QZtxB`6ey?u*WwjENHC7hgUyFc2Ri-868)F@z*Qe)@v*N
zlUd98Yo6@77QHmy6A8QVwtY5?Z1iU^ydhwz-0Z<~3G&OrL_fiSwFHtRLAj9eP<~%c
zF3dF2TFU3x2~A)k5cI%5YdIl@g?~m|d_(+7N>Jo$0Y|}RjSb{+Fj$b8iT1JuntjzU
z04pBQ*56!hqV@i@=vUrd<s&fA{V{Yz5fUTim_gb?xW2}jf0PjUG@>_*Pf+2T5GmG(
z<VX`@At;^x^GA1CwX}81I5S<#e10t9>S*F*;M|c2SZU;W@o7Uk4ur$BkHVu&Bv0DL
zOuiVL40N~1FP>=Hnx^`5RE1lbh-Pdn{`+*s$t-f(<!6iSobhD|3BvIkDjDFSf6$f<
z98U>{){zl|A8KLvVemjp#?ZL4x{LEquH=JEES(a!WstCJ`efrmbWyLk;)`$ZB(!(f
zGc;MwKZYZI4P08OZ+mv3#@K9hT#HMfHjaviUHxMk&@|Vsc9H-AG+yC84tyEWhN3@=
z(G|3g1b4&UJp;~lt9ww7nmrW>MjMl*>pe)6Db_{DPQlyJnW$C(%a5awHc4(V9c}eY
zpZQ26sMqFSAOF2O<3!#Fqx^~Q%k!5oj@6oEKs79~(-!7Wia{)v8O^l-Alcu*LfVp{
z?t!i_Z_gW1B(mygw?oD`?8*8Zds?4nU7u~=wN?!tsBg^C(xY{>`)Wb;8odo;!!Pn0
z)l?Q9ZW%FVeu3Vl+#Fwq4z1QKM2Ft*+<`B9^4IpvkBfrR#YemP;ivjlu;Rp|a#7l=
z-nL-chX$M4l9cK<<e*lVUpT$(x$F6I)2kQwA1KILj)ABc7B#_2Hd+h&yjW`tOT;XZ
zBq!(k{<+4SEG`ahpUZC9sQ&bKn|GM;WpuKocS!TZQH`QL0}9%ty*RonHgIV4GKWX)
z?SiWp9`$7*hWEzSSRS3b9vyHYacM!j`9G<K`cm-q#QYBLNd`58U?7jc`>2Xl7_u<6
z$kI|TBa<p{M;y%7k0DQy73BWe5*B2!K1(0GX8l~%Bh2?_d_ghji2F^#(-zt>&9!yN
zFlxgzqM;E>;5_&H!4lOEA9<xRTuq1_YS9fNWCki9=VtJa|0m<~C!;#@M&qz(v{<_Y
zdc=EH8A)04Aw)cgtb5clQ`G9?w=fT_t1B%cU`(S36pT_LJ}UscS<oXr-9G+(<KMo&
zx0j%EmgW0O4V#B1O%gcoo_n0eT<fU_7T<=GaFxeual0(r@lB9ZlvrH9^sFY4N)8?*
zG_$;>SC;vMVpkHiYiytUj{W<~{yv@fgM0t)`m8c;Ni^w)GQK+3x08CTn47b1+AR>p
zdrJw1@jU4RnjdCp9BXRA4|MmAGztMbo?@o-IO(Lt-8CONb?4d9?>>8n_Gh_wZ!-ui
z#toWI#y2V;vrw<&^0li=QO;P!O+e4O7;M34C~#jhf=4q{HH!;Jp|ghw=XSmxd{aDe
zHAV+2ZZXRf+;}lmJg-;Nd&EO*)K6&}Tk5YgVfK6TZ*G3-<7<UtDxy!96Upv!2FEYq
zyZ9_#PqsPlz{70^;#J{${;Vh5{qcOzhF;&{#H%D>w#;%x&%F|}0%D2<95bfYo#BJo
z8&B|r*sD20SR5kIuCA8OV{crDyUKsE9I`NI_c!?UGD(HnFx~-znd}0a0V9Hn5>1yp
zXP<m;Tz2ZG-?wP<{Mq7f<=QPm_xtgG`LKJ*-%6`T<H@WcNoh-)@)Ia}Jz06!W%Aoq
z>7v;@v96dLj_4@bxJYPfb|WdbY_MK_c(q})<LXuH@SxeZdk;_EZ)pAke#ZeFNBTw)
ztF{G#vxiEHI>tu;_C3*VjTuNIfU}Ms7`W{k%2ZR6TBT9*$f@h$k~F-ng?^OyXcAML
z%*`ANc_DOgZ+(?P-t0TDVVQfDmu(-2dOhv}(a?w|pYiN7W6GU29sg3-9)`!`gj%$q
zt42-|jakLVBy|CdRWxM!fRk&!{5r2jjH#hlJ9bMqAT^i5&+;P#4H;|FZO<LP*7weI
z&0a3q%V_)=RP=IA3HA$7|LC+edTgnpP;<#5?h9jF=qc8@`mDMEQNM(U7_3nb=Uw_h
zql+RUJ}^#)<@V3Wsjo~l-h4h;QJ<(5`F)Cfx!~>Rs^`a`Hnl+U>`jiRz?30;S45$h
z0_le0S@A^sSwJPd$v@2W)CzkKZ;7*}vt^f((b(vzrq*6}^NF3a(q_#gm!hwS)v`Z{
zJwH8DfSci0t0<|jT;+{r7}YuFAGo6QcNzV*s)E>PPf)2W(}PvIKV~}b+Sm}^-Fvt#
zbn%08_gP)rg6$>h<^RbfsM#I*_www8)ApRoh@uCYyN<j7CYNgYEPn9>7wyI|xt#38
z!mNF37kl=4Lcx>}XIxwu1gUhfK?k9$PYsz&KCY40!GjgOaNA>0*rb_Pb-(+KsWx`x
zz0(-$^Q1+a<Imw@>nDF+tRDJvBss|&I=2tarNK>!I#q+B%tbO{)j0Qg1WEfgRP?R%
zij6e)Mpeg|MpUuD?T_#K-(Y?oHcWQ;1uY6HPso06)@(qEV6UEue-~fpGm1|kJsppo
zFI{>*wX4)f3s2yVhY#!I;xgNML$Wh7*46_dj9P*BR$!oHgmOI#f?pyDrT+FYGk&?E
z#0d(LJuQEPDsw=VmS{V5ufXno!P$==cbu5sc2eI-$I~f^zj2Jef5A$9ux)d0;_0Nx
z`1az!yx-5CZZR>Aw|jQAquaaZ$+c@&e9<kwA`+mn98d?Zdo~_vUy=2P{5$m*X~N-W
z+Se!F5Jkm~5|xYNrYg)NDD=Zo(M?ad2oouFSX1~bAP27(wcN>CfkuQ*a4<X`cr~!r
zq3*O>d&@7&;^GwWFPld<2*a@LXBf@!cgoj#b3Mk}CB@&qNvw9<Y!)X?$JRe{+jRjf
zoEq^$h3%n*Xll%Y*AxT6nd)}Z+xZQ;0JheGU;E|%bK1w71Rx5vm0&?jDb*xr>ZNCf
zHErUx_2lmKY%Ul~%%nl&98E1hZrg(jT_|7wzO=l1kwEk8q<f>?w*+=?Tw{cV*YW~z
zf&ZRA_NCu0o%uniLzJ?|Rvst5<?dQ8ulV8MwfxHekQdydW5J%ctP8h7uKU)M6;yz~
zUL$Gem%(cD_8+Y&e3UWeQ4I5*)GTb7G^>2c)RD6i;hBbU6c3(94-A%1Iy&@nb1@0z
z@Tjgma5H$I>idONL;qEzs~c%@QB6xb)O?OG^FfStLA1TmNc19W<1kfE;+{p1KC<X|
zl{8djrOr4ea`h;FO&W^ZI7NvNUGvPgI4_y}XG1XrEf>vskqOxBEPNp3?WG4pv>*`Q
z;r9LRJ>9zNdw!p=K9Jm*woUi@(y!myiD^r3#4Q3FQU&5fm2Yn()W_ZZ;*9RqYCdil
z19x<x$F^DLv^Cclhfjuvf>>~Ef9{+^SQEl{9$LK^h<GK>J%z4gM||C7J_>;4Y=37p
zc@l57-V^+^r`$O?c?uad&mM#f<W>gS9<FBH$uCHbh8RZ3xyNcyp7n6A-FQMSJ#-HJ
z?~0^%U&eq%#3CJ+S5xQCenmbC^B6PcAiB&rt|rV{lB++asDgsKV!%zj8c0oe{Q>nx
zeQy7!`QMf?uEQ6OCv5bDy*X~UarT!wf4=6`1#0X{GjF!t$7fg~G5WdGMI1F`x!0^l
zZk@h@*|kph8ErEt;NzauL2;+Ifr^mBkFCoSR_iv7$IxwK7K<*uW+e2wvfLNll^rAE
z=0e<)9qZZ$$VT(;gagJ5wzzHwgWUyn*<nCBHiiMBQa=6Dtf>EUUxNJ6$h+}VnD&xr
zy32~na#Z2)OYLylNp2F&k!C17;)xy0G~jK0Z4H?(D8Bx0t%lo>UGp{0y}!Ed4>anN
zrK9ORu*;>$w_A5#f+{59)H7VLKTZQBfzimpattQk(}gflEaZ&067gn`W3(5cO&_8F
zNRM=?=7^l4M%{-dy>r@-sk3S`mBzT!N17kj{ejn_L?mHAt1!M#F9luxSpd1I_B3E0
z2iD@^^~l{()1JDqcKU@v;-lB&GB~GwL;v<6>IKgU@14uOEl0d3VocxtI~UWy_pN@=
zm+XI|x^c*_cIkp>e#?y*H!Tq7aj&~@oW8IYdj=kf?u)52)zH**GthfX_Wn<1kB(-&
zYl^|YT9f6XVV6rxB&)A#bYA1=@CjGv@i*thIc@It+I7JAiB{hL^rBFx41g^UD=`9N
z6rpezU)?Y##t!H-zfuaYJIykhDCfBlzeGRJQZi7gM{`W+l4=V2ZcBqYlp+ZWlK^%_
z#bvA-Yo>ew7S`mrWLC~^-Ik#$sQ%D-e%I+cjV9DWIp-$P;R-h{X)ic^AchN)Yx1x5
z(UJ~23$$_ZaBp^@s(N5ms3Q9o%Lt*ke!29_`tRt(tk1iM{jP~4GoYZNoA`FZ!W#IY
zW1}ao*``i)rES1B=!$<`Y4sqMJy>0ow;I+sp&43R)ifc*x^G!kT>J#%C@B@U`bsB@
zJ3Vf!r7k@Z|0gq8(a4To8R@y;fiuw*S<}HIEX_ukM7!5L`$x?;q4eO?2p?No?pwE#
zUcj!CsuKHZnCo|UDY68N)&01zkAaup)q9n_9~8wq&y7dcE?R7{H{qDD%LS|TpST_`
zkTsO3=1{h;m0g%-M`;6z8{_IR|MK;mvcWNbnyWE3ZC(oj^i{t=Vf4}*q;b(4kX15|
z6e@q!o>r!{emvOGBetn8(Dlnuk(N%F$oQw)@0fm4#`M0sXHFk6|NHJC<9H49C?3Op
z-Qm;d`#3m+)qJtqMM3LCjZbO*gfxPj{veRXdkjC|rx}!`SBn<I_P<lu{laUjzKe&Z
z;(?3#RVp5vwtcAdnY<TovEhKKK%n+{jvSM=krR!akxNDOtmw*;$m*Q3O81)iIJx0p
zpqBH6ykqFh+2Kf9yqn)*eNgyXT=t@`r>CcP%&{OzYen=YBH%F+rlmxRnHaV=iu5fS
zNN?Y(vQ5Mu4F$Y%UV$K?n!B_GRM*ulcT^{LTC_{H%=0W=gF{|q<qI=MoX*u#g2U^|
zjTlZG>?Y1`jDX7>9(vWiLr+e~xQ0EQ@#)w59ybqH&hc+|ulE$24Q2L<?E?*}t9mo+
znBm2$pTfzgh74E<o}p)_pGw07rKh3|9X*-YJiE`F!^VHdXX=kOU-QKg2Q+SU&uBgP
z@)Ori5AJcdBm;5DYrVnfUvao)-j=Y&$Mc%JpX>=R737FJuU6ww{_wAz)ef&j<*%UP
zLe0IagL@YefA#j7J^wfG^Iz5|k#lqRb9C7LmBg>Ef8!*ju5BkxKDKDI1gI@H%ts_M
zGc1Tl2$lYDZ@*IV+=QlGXWR1oHpui_Y@=Yb{a3Igl}S}lW>|sk-+CST^Kf$Ul||)1
zpeN<~{Z5}6YK0xyL1K6AmHbQsi9XzKiSejJFZ%Xqi<Ga0u{aKYuM&N|>Ym{PN0?sH
zeYkK&T{B|k_w9#}Y#;rs!<7#U3vaZfySSV-J#Dd^gDwvA`i_;+AQa|jDbiT_hfmrn
z>d5K?z#35$5<puzAW3*1HQDx0_jwk{rv7mAJQOoCbpMOzdOE877%ePl2IOAel0v!$
z5lm1}p?+7%5EKcib2`jYOG2N=;LcaFEfbmiamg%tp@``7XC!W@H1Ctg;}AzIIxV|~
zAOaso)@*(-Oi;<ZfGKR<T##Q;H0~<zoE<k3ZlKWnD;J@(F?@#n?~5|*M9<`^)6mzV
zcW`*~1=vv9Ki*j814nqwlGd9r^h0t6%hc4Bjm&j;8L6!ZSi9OJ#x(H+Szgl~hYeJS
zq>EBQay~&|pjbw}EX;S(c?9c^=bzf)4v6L(;$g&W(&LbBnat3&y$MQ?8J~4>t5=l%
zN$B{K(8M>I;raRMbNVzIBaRksdq`Nt%9ZXfca~qPH|ECJ`lr<Vi4}0@)@A%SFWR|g
zWI}5|DS;&&tpN*P!FubOeb{LnAnJouC?brI!5@uwvPnJ@L+4#PzQZWlAzIkCtzKf%
zbsx^DS=^NqGDNF*MMaHM8i#35oY6`dTXqP{dgleBbYNdHmsY-JRNh|jEUUyx1y$~n
zFu0cEDH%T<6)mJJu_Qvux6@{igNHH0bOW4e&v3vf9AxDt5gVcWC=QVgzl;G-ixCI~
z`(~tI2Q?)rkv1ea+qJCpuH`=&lVw)D`yfgQ_n(Yc%`H<{B6=L#5=aSWGLVK8!;xw-
z_d=wm*dbO7q&5l9P8E?0rCjTOC2!(q$vYN;mMVU=FTHmbIXzj`pv#p@f2kxc8ycD@
z%9@#ZB*8UEW~jtr#1}BOHtLH~(FzUng;&IGcu07`HZ&^Xz>2~0A@;QD@mQ3h1IgHY
zgy@gk<m`|OaKUK=z%3?=^4B%GF3L7BVeO+a1tb#JX9960-!)uLRklW9>cgHB1t$*L
z%G$oWzghlmN%?)nl=IRu{&wYLoc{hLEcfmn#i3aw1#2cL<<gE<Yp1a9<|Mn`El>*}
zk?We6yuykCd!v0a1%<V#8WaK4gr_!TBnHA7>`;Y1q}ORT`=bQjP$q;@xNh7;d|OB?
zFmG6pO~HJg{<hskzyHUfdkc8}>G4RaRJg)pe_hnBgikOMV?0HuUS~>kP(A$JC?<A$
z9pN=<G`fyWDvbrLJ_>GlI^ECyfZ*xNxKzogxtPc(6}XtmT=mG`;?^JF=2xAu3V<Va
zohwqUOT&-N&kGCe-&No0A^Mt^*k?6mhv=)N`U<9lvBat--x^XZ%oKO`NtgsEba7j@
zN1+5$dsZb%&VC^UzZjea3y9PSF({B`4ZoeHN_#C8gpEBhYWMNhHD_Y~lQCKrCZ`S4
zLK&Lz^B}4ponM@oEdom+%hQfQEQ6vicFXMEaxP&M(@`&u@DZ&igLP`j*jvL2p?X^b
z5qDzE^9s$1gxf@ry}(%RVT~zQcZv+so)p~qk<YLe?F;F&;NMkpU`U0SQyyS@9vJqJ
z;Bp92LIW3oVTv$iMVS1d>jwsIzyBXc=i<-w`~QE6a>yZ}oGHqtshlHWh;0tD1KAuB
z$}s2UjR-lHV;eaiH`^G}j8>_noFa#f%%LKL(7~ZdpWnW}KjC`4UbokE-LB{3aliL#
z{7Je9|HE_WJ@Mzq<=Yjyv}Ism)?EnzE?CZlEL~V?4<&Ktn`Di6vGAITwlmbaM97IJ
z?Xykt=@ZBxf`RjsE9^6#I6xG8pf0X1tNG3pp^Ml*DG~J&B$RMH*b!|-HPo7r{h6Fx
zhGBE6>Iw^aUHsK&gK98Hs2D!DV6>o4yJ|@WsKxT}+5*E7%b`4+@Q(T&ed<+g)Icau
z5L`#1ir9mb-{`WEr4QOV2|Zm0gvd<l2pO@4c^G8i%?4^}$BHYnF7GIZmtKMG7Z1}T
z38hHk(g0&BHhiY$7>j3`?jq*mjIyc76KHmEbJ{XHYaCQl7hbOtPPl(D0__O(fXbwK
zIikBL`JnT407u1GXmnr9%e`g+9tM0;2bh;$g5PT4+5)v#O6#+t(1>>U8~zo1O_@<v
zofzL=`jEPFno^vese67jKSb6h^h5ElX*H$n?ekJ^qI46H3~@>$+I{6~yy3f=Vm&K6
zPd%zKA^w!u{{(VQQD3PX5JdIWdUpg?Qm;kbxrJL+q5*GN<iA|-S7T=9V&b`0xxx2k
zO_yZP>p_I(RpTBUO}zQ8C+U^`lj1{?mLKkCzX<)<E~kJ$r(NBjMjIO@A69j=veK4O
zvZwfLrJfVi`w)CW2XlDw6V@Kq?_Xa`Rk6~J7sj`K(iEr)EUm{J1NMKkj#q~)3#dw`
z)R$wVN5|WYCNJ}3Tj3M#D{!#$f)yqmv3uRV?5H~I4IsSbn558_oB?m#RF<zO1PQ<0
z*060m)9l|%{C;_WxE^)3wT%)nXlss8mw6yL*757+NgG|M1wLKRF|ahg>%I}42kf_D
z6HP|xIInA_>3Pcj0mxoUgi4??xBx|}+NvUcsg^Cl!0TxEYEGt#WL%Q?D`^-EKl3RA
zqj^7B@Q{`jAL|G8BOMxr2%Ioi=OeIG(p?Z4LUPB>WchBZzg-mSy?9t(z5J#Ahj0?>
zYV+};1E9i{lB#y>HPf_RT*0pg!&9UXB2teWRZto8<(l?8&90-@=1LI-6!_e+;l!%>
zq%Kzo=}a{x8GdIF%<i4;pe3pGtrf_&Y<L_R@SWQ3a$edwSe>xsDrVmFkQ7&ySYg!s
zZL2j&C3=v5Ht3vSm&Vg{o=gz35(kL69h0_(!j@pypRgv=<isSsPno)Z>hb%KR^0ds
zQ34sz%*mlV-#HP}GUn;J$Tz`r_%&Yq;=tW$bs7+cQ^th0w|_XdWKWowx!OJX%~)wF
zx7~8oZFA75y)4{Tq$uzN8CR!6whcAig5mHfT23H9xF<ijX>DjrUi%tT7bpP>ew@5J
z8C&rXxE6*3u_?0%o_{dhNLsqBcJ>LgeH4BbmKlELzRGL(Y)HU1eRam*vxZ2mk9J*+
zb$sAeyg^jvjbd$R=2z9e<?NTrK2{0>e;uqcOiqP&&dZp|92O60wxGt}(AsL(+3V>t
zE-5W6dxS!b@fw-Y?MMG$o_+*+HD0S|d67^!2@TNhZXX@Rc8Dhmb&`$OWe;62*4eIZ
zqFk?Fw?29rV`;GIST{TsD?{`zfkx@uKUPtj-GgD0_}o;7A5CjJZ|%CjUEbgM0Qpw;
zdrC<rOnvB2*)5)58Oh0A;&sFC@v}~G&MO*c4z8Jha{AN#EoohHG$Fe8@cYUMr2$wI
zSsd(v!A93lgHcWC2c(b*b5^3>R{ee_G>J(c@S~%n%ss#QYfOU`zb#Ezh*kg!^3SiL
zvft*!N$`OL(PaIpXOLr0Ha--DAA&qMA8D5P(n2M1XfOFv_s##zdlim->dq+tyFZWX
zm{V~>DBu&3DiX)DATpXo<phM^UGY;LP7rM?3$sN@C*OMC(--m%y*-m6`mxi#o8TOL
zll3E4FI-DLo|%|#{;7uC*pbXj1SY0g12B@vGas+MO8Iw9=D}LQi|`<;uP&iv(J<Oe
z0eg>*k6^i(m-2Pphd34_kqnDxcl8pY@9vg4DCCKhrP_`!x!Ku<&^snLQ){yu-*?5b
z*y#aZ<F^RUH&H_-EZp-2tElrSaal4oWGj=+O`4S!#L`7n2ks(ztN;opN7Vu~L|p_d
z#m-mgeVf!#Aylo<z5-^Pv2Nn`(sDB25{qQhvEdx89>fcrk08Z$qeI+Wa2T$3!uGD5
z6TiQSyOw@Te1`@Ij0M}nK_!LdAZ2h_Ky{#6zAYrb`zkEQglN=Hmv?q!5<6PwTu7Sa
z8s%lc;YKpV&7m0b_qCa42n(Z#3+!<52CC`SPquR!K2W~mTUBUb>Lx3m$TfPo1c>xM
zfrwpTe7Yj`5I5TFY2nfdpF<^_^x=9JTL<@gDO#of$r>8qoJqUliXb~H_3rpefnc~_
zwOkp6f`*BA&`Ww8tnCvjW@l{spMa_<d?ZXYy+h}pA^gGm=?eNnsK2u|Sq<haeEi5v
zqd}DOW4n5;i`P61ZwzaT2rL*utQ>yg92}Bba)b2E%t1yqmN8DJadra_I`8YmGB?!p
z?{BNCj$V_#acE5Q`>{Wd)SCV$@Tly_j-FH8_tmBbk$0_Ipjdj*ZMMgxc706$QCR5p
zxgs4Yds{PV!g7$KuuiJQEC)$p;K|zBHBmk$O~m7-h$X1lOGy*bX=w-Hj<o#+^+a%C
ziX2rG8oPb|;lH%Y4jI`=58o+#vvC&cOIlKYANi|us&|TdQ(5CU8nuR`36}6M!&MM8
zP^X}<_q@y_tR1w*z86I9PBMocRz`=+z!#L-Xc38e?+Dcc<&WrXklb~uN<+w}-$Dv!
zktU~poe&e6Uuxlh@<-2HzU&tw6_X=sqJQ|9T1eReWOC$#2l=0>k4G^HgpD?cH3W%8
z{T!a+H-XJu;Hyn0g{63kJ9rv1jmet|07DR*lsY--BWgaoZsio3|4LvQ5&lbx$*REN
z`mD1%hzxP(Fy>wJ#0PIWdSy<9j;&Q@-d(&bp!xRH+Mmq-2{`v=mgkDtEZ&GV-&<1?
zxHIn+o^ujXwxN3Jz3;{QpUU?HPA=B4SqyDkw5KB!D+<HK?^Hk!SS^c4nzSV5p-1xt
zHLeJhy`i^b{CQE7V*CFR+b-JK|5|>jHiNqKnshe!&KH$Xb&|q^uA_EacQ5wk4zT9G
z`93-^YjV=}#L?N?kn?^=%6uc=#2S@TY5pa#wiBHzukm~WO&NB;djW<EDaOUaG?VjE
z50L8)s^|BpBbSvNk2RrJ<KA3;h|@K?QpRHL_rOg_V~<fO2CthgamAhWe!@#ib|+v2
zVTX?QNGUQ&<LW%IuA{D+Negrr1XuzQh1Z10>I9kEM8S&>6^1t7W_gMSG;+CL$7JaN
zrd*vhV9ma3s#snUEYQlDK@LF_x~^TP4ZrUg%Yxv$NjG%aOOC_CcO-^O+<q(N{W`az
zl#S6fZb;SN9H7KY8n9&FD0<;xKwQxbPTU)5kH2;{yf216=HeFB++pVNt2!`jjMCES
zO2d4lC9umm9T5JVR(^EjeTMo!tWVF(R;3@TLe=K4<#rFBUCxg9Ml{&QD}>6*8bD&$
zaj7$BJ#>SR+;g4m?y<r*!XPZ|Kjz$kA%Cv}%dEg(Uw*GNKC>Qex-i{@Zk}!^10vfD
zS9X__fzHlLyOji>fGSZlS=v$?iaPeDT*sdO)YAhW*5D@KJo?H51Ut}=W(AD-GBP%f
zX4HuQWjDD}(o(F^K2Zb>$5PP_p=B|J_|Ohy4H;ArhLl5Xz9*dVKhP^?2EZn1F8(LU
zZWK6JJif$>AAwz0m+|Fyu}|&$24^U{#VpQ-l#ABZ*CQq3LN0ajQ_MG~5&J7iE{I={
zC=IKYEZ5~?5ip7Z9k}QDy0E{HTGGK-4W!LTY%*u&hPT3YiV!J9p!;sRi|>HNqf1Zh
zKenbKJ9bzzp1{h~PHrT-gT-*&-Fq-t$DT*YlH{5+9zDGmQY;AoocP->cxpcL$36M4
zpq!RD4-{YADyb!?Yq`zoq>Q_!EYX;0oF^)}r}Z7A^p)`c`0Km>r$Qz<uVyL}fRTb0
zR8`f{PRo+C+@S?GZ0yyytY!|L_^4;3cSfIg^UH~k3DQ~b4;^^X5#ECw)9mO!q2X8T
z4E4J6GbJStnzW*2evpDHAQC~g_`3R9a+@%TEt)KiNHwZR`ct$Hq8<K8Q0oU=w^5zU
z(_FfC<l(EeZIxHWYt!Ejzx?LgX%pW8K20QP^U<vu>NE)03MKW9Osp0adWGQ#2o)d%
zPKFw=RIo5)AVy9MdCm|qaz-zmHccp!(ahsREAGGQ7E=Je;t9T=wkng_w8NcA+=|XL
zQ!YzB;(MW3v%K%K2wgF(c2*>EO83y~8L_WBzEt(*Ke4-aE<nsZFD{?bQd26Mi}3AM
zC~ycBcyL(n9B8|Lue2c~tGs8w?zmdGHln!RUw{^hG9}VL)c|2zXn&QKU?4zj60nNr
zL8;~;u@!$}{GGH6Q|m2Kr)FT85--5aXH%r61F2E$U-%X{Gm-b=InFuSE2irLhjsj(
zcH>ji2E(>)S}@lY*;yY1g&xSac1jUOHUA>p+B&u#<1~kD9({8&^lPm@Pvvr7RXqkZ
zup^gxN4|sQjsK#Ux|d@Jm0`If@gtk^{jP|g_i|D{>ly=B8CdRwB8kK4oNr>!u`PA@
zP^2a604SC(oDTun;{eVWPL-D3J@o(Q$_s+Fgf>~DZsMAi;V)&{O?`hBxppQ2?Cg6)
zz^5VRiz0fE)0&l<>t}-B-MoAIN;sbqIqmmyUr4gHLUSysjRY#3mA11^<<!Ysx$}fT
z+B&jX(egl(`0l8)@5wWNjrhOejEcSQDbU-&(Pe4}?82n-G$EI~O3QmkfYTvzl%$Z>
zpI<LC{wGj_<n&@4F43=lsz)~RI~%W4RU9=Yq>~d{ANVb?s&er<kgxWUjF+ADLR&Op
zkP+5u5=1qrTl7HnNVJTI>(aWVN%Ff`SUF5d%iqaJ3H+2{9(cgsDoNXBlHg!c1Xn_o
zx*@C^4dElFq*-eCaS!K3HB$Fk89~5_jE=c!Okq_b+0KnQ7Tlh6kj&!mIYI(_Dz<0=
zln9aCE6e$x0B0#c?dZdvf+I6vcq_3Z9ihK&qzsi)Kc>2h?@)he?pRkK<&fbfVjCL&
z!go@(@v!CtG#9-k1|=p7I&(_kGDPBOK$13wT}X}sT<~|)>IPOzUV4w}Nb|5YYp_><
zs$dO8f(xS0c3Au<yZc6yMb_xiI{y&@M`n|utFGoOP90-Z*20*TDtnjHN_+*-aMIS$
z*1>RyWTq&B$Okgp%eXoS2rY*Bg{63KoAS|8z|5j$Drb%ab4DX({E-gFw5_+YU548c
zb22`mCv%F$)v0<PQhsPsGDf%PHB|J!06&*jdO{gdjc(X`3!<(audpnXM<yoXQL;Q@
zYF#zX1v<*itIO{|K>cKkg;baC=65|%SGGTR`@jWW<gd91p$h4&K`mXrY5W(e*Hw1!
z)!bNw=qd&`8M7eLvlHCdC!l3{tViqXkjI^XPRfsnX9%nTo_u*>6;9+-GX-R-t-x9R
zPy))s6DR`1lV6T3Ba#O=*_??Ho*3!YX9l5by6tPf+mv;H4oq%mhd-u;;qmaj3=MH`
zg@0R-3IHdLOW{t8__l4FFX!HY1TaTVzNu~epFqKY4_R13Kr<d6ZgrCKghPV@wID$Z
zh!wKQ^w&7?$%Mv>%xUv_#~(Uasbf!9FRw)_Z?|&ap+A(4VdS#nPN&tnpKDzkPimO0
zYODw7G(R1oGvtPZkIPULWc#gWL`fz9%#Gai0usnd1X|dZN32$7KwVH;>Sut6OaTG0
z++a%scBYbZZqDSH>nAU?td-T+n<eql={CX9>OBb`UVVaGd?`k#Ja(K*G#uv@1*{vO
zZ|$;(@GTHtpTm{V20##=KARfjy$Do+d|p)@@l&sSjH;FXg{01IQGpHp-LS`dRuA(|
zX>R8ox>WJI@7ayd-p()=TW9RmK^1o>ou)vGp$C$UES~PBNi&&$oDpo)io6TQ_fM|O
zSxlc$neu;!!fcM@o>GfB@kv45X-r?B{L9+(ouQMLj=To<yON;)w?D`d8=>~_74T>s
zNHc__W%)&0``DX7eB^{!5pdQPs1obS92p+L;vR5nYWN5nBobku1r>#ztp*4P<mEjC
zgRFkP+Q>X%{z7;EM`xICy88Wt(%~;~(??Z4^(j46_8b{UjvX%8YD)g(%73@$Cy`dy
z7$jD@!mfC#j4Vt35xh5Ex9S-W@hkMaYuC4tQCYFBtk`q}IN8-Dr;co^Bbp~7rhWCW
zIZ#^cD9ZFj(1)GlYjS(3EwyWV<r=C>mgd5q7DaT^tZ?oLgP*sLwj4crP&0b(OXkpx
z{~8brik!>&S%pdu05n=4*{187aJ!w&;YG3Ya4TWJD+sVuv>M<-qcz|rHJFcV2Enow
z{90$*1fq~TF<Kxqm8eNdmC57fWx>LoKu+4~a+WDZQ`$n77BdEE!{?8gYpa#g?0)g_
zA+Oh3XRskI2o7lbpyQ?82AKu1*Nl!pfGx<=OeY2cru7G58tb<!!pJF|g`R<v0&;Z(
zvWAUj;}!t0auV`Y%zNQ5HARyyV=45~m`e;EqZiAzo0`$-3X%W=36D{_8<DK(@=Vug
zH3n@%)>)~QLoMiPovdnRXoJsfE@aihr>Cl}$r_|wbn`}ov<z;o`0bI<Kx6}+7-eMY
zvTm9JTF?-~fHM_5an$8z0yFAX;VgM<9B74qj4)}r!-n=HJn2q6wsrilKti>Ruy)Fp
zv`u*FQ$)GWHAQ@p_MIGlh}oScze;RGPfa4dwzNp?-c;~|Bkc5`(WwB99yzDBjta`;
z-2RfD=Jo-}3)wG+jHXo{N3>URxAy27J^jG;H5yI|fUnhn;agT-iFRu_8OZ%fw$kd(
z6GZ_JI5^A;^{Q{2k-0e+d0$~@>0U_#p)1K?psA*@#u0mkl8=sRMrKhC-t%`pU!O<h
z=&9o0-peNNO)>Z_f`%nV<pt6r;J3cnmCL7%^0J<*8@a95QmM5(LI2^0D?73Ge3~-<
zR>f6!kq@qI<~3<>E<DSBSn=h3<S~_=-XW9w>&|(nZ<)84-3(Bv4LKrs(qZR<z{``y
z3J>*+lpKUL<m6M0T2p1^L<T}wt1$w(8%oG*x{UA7CPCsuxVl?lA*Gs~exg2Rkp@?x
zhf~VK**BmCiEH4zf<h%7epn`qY#t~gcH+?3_3PKwAuol#9maKM=YI4P)pL;e?k71H
zW-svHul!3IDv6K(Cop%C`#*t-6}A0aL2oTWB;`u^lT!KSzuSCC&}xH+azyX0=>G)#
zFMn2JsPLzu>eudc|GxS6!O<#@Wzj}<=h)^dE{nwA(m3Z|gfF=!RFtO=5DbHSZcfqA
zW|FM_q_Bo%)C}z54s~U@3~MO+{`?+pCA<iO4K*OCv&9*Whm{JGZYkRfQ^VD(QkAlL
z6l{l9>PzEaZy9!#J%VRNaGg7A28OoAIC1Z4>qsrhUE|j%)lCI*F+QBO?Zf@cleLYM
za7X^@>m$Fg@;J(o;bI-x1I_2b)7H#|Ph*1}tXb=98f4xN#|*@Kp9|HATU8^?)HJ{U
zz5Zh7?U~>g`-HXIoA-~rvS^gCyPh!rE@343zlbXzn~c}1^v!zyWoQ2AmBnloeq>Oe
z;5>~ZVn4mXI(0t9>j(L+xP{#|vx639KT0pT)uGYu2L6SELHO%#R}3QH4;^ZvzYAPm
z+1%Sv0)fXV<3+C4Q5m`%7X3wY9h@fSd4}m(N2vlp!oRevCTgV)*(gmTi$3~dN59xf
zA+fnf?>vjV+&eLa?{Q7TfXl<*Xt45lsCMP>H&Gf)erFr%&Szd*X;$QO{;O>HPTfV<
z@~E)4<@Qtr?zJ-^tzXU43U?$*N0PRnZYZV;5QWU2v94b?w(YoQZU2PPju^uuOh_mW
zsdEtMSzi@a^E_(xRy8#~YOoprl%%y)JJu^9?cD9>rs(AO)QlDDcMP&RvGo(QYt$4y
z0`JN~i`mDtTI$@@##gf2<z_)mdt)YT3a)!KVpe#rUYol73=)WuPcIe*ensT13Uf?9
zsMB-}>ZRu_^!=|TU!Oyy%kw;~`@rJ|8GF_3U<a-4I4W*9HBmNkJ|OJ0=@giJlKAIf
z%g5fNj{z1+U*3zI@hx6Aet%ngN#!x~d$X69`xn~;?I+aTsAv3!<vizq0>tW`$&hlc
zOg?w~H9^kaM%QvVJ{}_Kt_{?NQaw#8+{yUGhvt{3LOZjH3c!~9QIjk!k`^Cmf5dn+
z`4~{0;rhq?snr@Q&i;e%=HI7z2bCPUH<UIWz4Lvg@*_uadMsV(zg5`M(^w$;6DA4f
z$Sf!v8=VZR14vW@!;1J;lMv!@k6ti8jiZgLN*i-oNmt!wzdkkTbL7-yy-#wTkrX7V
zWh!B>n?&H4tzZ5kFi+RG5bUJ6eNz9J+51Qf%^OCCu0R)VJe$nc3zcsuC!?d*&?A(2
zD>rZ;&D+{pAL#%r4S4SKE5v9u)Np(%yMs4eL(;N!SiUA9xtiom4gVo5-^}4~_O4Vf
zRU9$Mx)r~p9H#Fyo%SJ^W>Zb!yM>vF(#7h6XR`FvbMx=psAUMvUB0EK|JHTGm(eO7
z(~vOyo$Ye6v-G!9O-tZ`DM?TOEL!$MNVFCvD7nPNvvqYdTE0{}oQGo0I{|r}IVE}L
zaqG<E7KG;T_tha^c{sN}c4II8I!%SHL>-Ys>|0w9@5EZFxb9Hv4_0{W{ydF}*(!5a
z?g_r4uc!V}$u3i+MRXn%!ZB_z<t$KsMYVPCMMf8`Jkj=_@i^-s=O<3T0!5Jl*08^m
zIE@;pX829ay`aF*-|=XF1XRWojTe^%;$ITws+o_%JILL_MKbbaqc#m~Zx#vU*oIi#
zVyvX-zPI+ahHMfu2&JUak~KJ+KLE_yO<Td?<!_8Y(5^*vfHui~m5CY%%-`L+HwbL|
zOuaao5@<+4HFvfdD7`iZ^=#zW)+|Xj;gVqg*`~X?q`5h7?ml(qZNRL9Xn~I)^&J*Y
zx*Xkjm_wsQNHc$$P{-!#f2(P2K^eDs>xN36*Ztd8KSo2g0UPgFd!LJ1MX2qPkcV)F
zjv-W^d`os3JcVV)aluaBXyi=O14EU=8MeNmXk!;gD_g5Ijr`4T@n}cW>6=<hST@>2
zey#$(65n=iS<YOf-a1fw?s@-~XJnJ@n@u<ZZ7`?=DmA2x)qk+8@@HKo7`Q6x5Kc6F
z^_S$hrd@7rt#4|5w6iip*z&BUHLVQuCXXTbGKJM1A5)168_M?Z)gKG_jS-Hz`3rBW
zJF*<j-YJ$^aCI|fzpdhpkznZs`$Np8W+!wY%7pu*Yff7FJ=X&;W$S2e(imgJ^!MKU
z^=^dVSn)B0H4B`;hkQ$0n`nrr^n5<TnXzx@nmI-WTpIO^PYcv`Z>0LPP-p|WqfCD1
ze`31H7<1P>s=2X)8>RIa>51C+2TwUk=f+kCMUjvFL2^gW{M>jW%jHyy;^od&Gr@T&
z>^Z*i^?j6VJynSKR6I{mjP&lyfr3c84A;J1Md_+)FL%UNs;r*t-DR=goZ!k!zprrV
zn?}?T<Ga_nx88r6kTvO2fztV><iX=$`P1~Ft+(ZGw8U4#>Cvk3(slAM8bEQuTJ{~f
zP&m#oYB@{`%><!nlE$1oa?6`Iqm^`7Vt+yU6h#N61r60Q!&esXZg;)ru-1@Kj;FpE
zI<09T`#MGdEKK9|vUrtPAnnfFx9Jc^WWoEtp2ol}WZ`r}e8|nfi{&AmruBq7=M2y@
z6F}MuP^YnQD<GCzo#xt4Q@jazf^TUZL?9gkRphm}d(3JM2gY^eVAQ_^M2X2&wb9Eq
z|5|;fH^@>CO-vflzR;0d_rvd1+Gph{dfM75x=z#HPSsGuTV(2wjTQy*>fN<);9WYx
z0?0{rX6kS)LX6MQLE}56ZAIg37-9UG2M|lqUwiBxUS0Pns~!H}&uo27JNb>M>{?yn
z?-|Ucrl)PL-f?K0&fOd>l*D64Yg+KKxF=A45ZOR~JPjC4WcR0VS_ebfg*ci7=pwR>
zGQa<xQKY3|ihZbf<$HV3AfJ~xRMP<Qke7A0mJ8K!LAtmv)6{g$|4hW`kY(TNGLDQD
z26_=q;j7n63Pf5UPZ+qOXSO`WR0&-PgLhf=Z=Z1NRQG*C8qs6O(eqZqvTt%3WUH@V
z)gMKo!=ixDUaD>i!wRyz3`P=MVmqEkC;XmzH?{7JHoL0wXw>EE2}%qX05w`sQZZ+L
z4E7_)wmF7S>L@;kr~D~Xf|r7it73x&9QC<vv6ydcc_lL1_H9n(@AA%vZmkQpCuq$q
zdQ<iT#A{u4m&a`Y4mX^M4T453(&&MzNA#WcHnbT4e@fwe7AP}vkEuz=3dnUq4nY1s
zJ?9fnJ+3<V!&anCWZ(`9h(@E`F0Y~Sj<%l20bL6u>K92)>YM;$q5@I4l5qe<F0jn0
z6$lTEyJc1}dT3APPVh^moZ<&KU23(Ks3yR&W8R_ur+SBf2u-9wI@Zn&nFYWzX+dCz
z5~%Wy*eou23W|v5bT$(pIfY8wm|Myo70DaS-jm7%=?ZG(su^<VEci<F-BSmB&2k5x
z{k^|)q2N||o!<eowduZ$jJJ2(Yd?UVxz1<Cn5(`H@Ylgly6lKI6-{ByMFp7B1N(kN
zZKj3|w0OH5T1s%P$mOR1h(^=e>E`1Dx}cwR(!{7sJuI60j?I~Lsay{Y*}nYy_miD>
zzw3Y8$obwk8|HgKDf*<<%Lf8hCo;Nw*|~m(-wfB|p5KAP7Ups)a<556e*lpZV$L2;
z{;sl|5=NXWOffQVAp)Rk`J(PRA{F&u>n6=8ffP_6%#Y?s)_U_mXF@Si&pgQ9#_B@F
z7l{n@mkJik*>mdGP=um~pu;>uC83T#Elo9EZ~eAuI?2}^@IDbi>eV)?B-Ig5>mj2t
zr%Nk5-{xf=HVgE4oeKJhYpqG!f0Ia#N*b>cV`t<$RD8+)DLH3<ly~LYJBeQpfVq>m
zm$x!(=W{u2o7C`6t5KgUp#8Ift>w)z_W$Kxqb<sKz{RLO-H@vQYA97!?4IZOglfr>
zSYqd@xFLse`Gb$Sf6u?H{Ohw5i(>p+uzG9z?f$DEP4Y-i{zDVJXs6fD)~^*@%Ad~o
zEMteOeDUp?=r_N$XMR5-SDWCg^W*!zfzf-)4TCZOE)6@@8&e%Y3peW75WgmLc)F?v
zM&vkN>MW8Ulat#pn&?O?LhQ77(;gv>>gb*999lZ=L<guezG9{1M`UBw?HAv;rd#ZC
z`AuLk^YK=uG1LyVm$8cpEHt0JuaGem_hqMN-L(GI_Z$C-b|;^*P;35hzxd<zFq2~&
zqwJqEdw7{L$5e|@)fB&D&Zw!imH|BX@-InwUcJGD96+*l#ZBVz7689J!eMR+aS(YW
zDSI&M5OLR!F_n>%@#A*~8R_xu@*mj)>A#p8R;u%`q;(AhDZw3*Xi_6-q-G(sqx8ut
zG2-^!Hs|<_o67_IgmCoiS>cAs9k%(4C_{7A4VLM_BrVT_d<~EC$!^o6=>nnN-tLVP
zWp~f}TzHsl65*?o_FCymMBK45!92+QaFVCiuuJLu_RZ-wZc|O>y=2D5C??xe4~N*r
z(Y41ME$MVCG-RVyb`BnN0{Kl2Wkfax4f1OOjF{kRHoa|(F@8=yYlW!6JpXIJGr9aT
zp$3X+@Oy;xz>w+jC49K^xyOhZo$c;s(Bvxn!Z8_90kw>aGD4vT=X_6{;-gk3i<7qd
ze%@a2%$Wc0j&s1<b&a%(cO6}VzUs*JIC@`gc#UU(?nq+&AGvVan8?4DV}})7c3Ve>
zR~paVDiv=1;V@XT>P~NL6D%0(Ba<I_sbZ!=o67qSH5lqgNv4-=Pp-x?LbdcL3ek*0
zhQz9s^H$Q2N2WaPb_PmC61}S#XMf<CXg2EK!!qB{`(+!)%yZ%%e36{GcGLXXTJgn?
z3eS-Dk?5ymp(}g}U6$FsjgD0v@B@xYMDFkFoE6v9)3Rv=2QomUs<TGA&d8H<Tr&f~
zr}s{lZ@vhrZbqA(tfuFc5^TFF_<+!#uKh~8{l}MAU0>bG=N0kGZ@5YP-hO3#&2Pfm
zK&`yZ_Nx<pFV&rShraCZT%7xiA_Y(aAN6BWT%OHM-e5SGmfZ9VmSL4r0TLba*G-2>
zBu#&aQn(P8Lrxt%UA;NRZkb!oTg~(dQaL|23B3yqlhsVkLz&80<(-@j)4%^tT2x)C
zSj|TuTIu_0Q;O+oG)qs?#q?z@^1Ta-8*wnZV}=0o@p%!(B#&RPTtK5`M#S9fY4srt
zy!BwqoN_RojMkC^`JTNacm1;i{g&D-)`X+S9434>>e2$B{wZ>@EP|4~ponR!Qq)@w
z(amaNRr2D$p}uJzor(}Rrh3Y3{=7XZ>{Vid(@7B%v*@ANq@JO$=Cf}TMmAWnq37@C
z8x`t&gj!@w<1^i5*L9YIxf@JnXXs3T(weyrJ+x82G?oDZLE!N?2z1HL69U;<j(Be!
zVT--YJ@@0xdi6jcU-w?ZMq@(c3oGc`d31EiBJk^gvng|g_1%9wTt<)|{kz{2a6-ub
z!Tu@Dy9Flxh_JXdg+D_7z50i^WVPOmYR})k=@=?g_IG)`zSTHL?fh0w$z#vW{etba
z&XIU=M;@sJbCUg%^_(p1s!Ku-CJ&3G0kK5QGwOE7bt84qFRm$KT5CSK)xX~0-jVXG
zm~d!AU7pV|U0FxTGK+4S_jsHG>2v_v#eM3fDPqNLYVQ-~7lo35->xJa#+7A?9($Hy
zvfrs0Q<i_|(xK5-o~f8uiHvp-9!J_B`Lvcy__?+*go9pGo|wY2moZs<&R~fvtt8qT
z%jdbpgSW_Rzb9_cx#g*7_;8S7x_e;09Fa+$aNSi+C~4yRRSlZPT;cfa)4x=pPrU;g
z<hWxFYXxbn>@!U~;_)W@>@pB6JJlXt2AY&-Im$gJ8oT_3l2^T2!d22&?><xRyQ^}w
zTjXwz4xp&?Hj+L1Fq$E{y&_Vtts@B8fxTfe3;3V|6GTcCNlqy9GiKfBZ%N1y@qPG5
zvWAo9e-j_Cz6bU=%pZATM{P9BWw*=F)ov|>Q0qkul5`R%Kk)6CT`x2&!}9t9ye?h^
zn_FGjS>9jjcGj3EO&m5y$QH>fS7~>gXSTYncL4FLG=H2ObA`z4umeN;mIdwP3twRe
zJ61t7W=90sG`%c1Q4!aF<D(VgCpH`k6B4M|g(IMl01bZ_;hbib9^W~4_q6hA^bEK}
zTN;iSo4H}N{Zh<?b3j-Zhpbqge(><%Ox?K`@4P3Sqa-!n5-H`-;W^nlhNL>Vn|4|Z
zMG~R`AxFhN%pLi0^ynw&{QI}=-zpy(>qsgJg?lPm;~epkRdOYiARRe(Ya~aWc+mc*
zDdM0LJC)S&le-SW12S{;+DxB~dprn_a|rk@!zPHw8|E7rjk<&Lz_hPGz&Mj#yM8HM
z1>^d7RHiT)D-Pe~7%B$f;*J)Rolkg2=kG2LXG5Kb&QOPjh1RBzwmVqeU%$bx<(RA}
z5#BzOC~_sr8NJ7_rIoMpt)U1g0%hqUT|AFtbWZ97lF*L+^cLN^OWfGtiI6Ne_Xff|
zV!*)J1q?8+SMZ@<a9cYx8Gf!~=UL_TSF)Idsxj7VRYK;3CoJ@NbSrz1l`n=Bk)+p*
zxZiG$mq-UH-_{S<Ip}ce!;R{R*Ah^%M58FBoRX6AO)@RNUv5_9d-Kz#qiNV6uo3|p
zOrC2ck{5}ew%<c`l)wYo5R0N&@WIT#y*l<QpZP#XE!e+ro5$rxU29UP8css2&%TVe
zu|&SxNrKTWoeuNYxk&nuHS2#bes+McV{IjVy=@@kVAJ_Ax?epUIa#TL3!&#jj{u4S
zuZ9~mq4X$TvDvTrJkHQ3&Yr<^{M#w(Az5{lfg<5WOuIN|Vcb;y)sEGU2ofqO)m!%<
zQz!voKz=i3)h(cXh4SJADs=a6t+JdG=_%i#YX=>3s$<Bm?3gC`Pvnmv#A2;>0He%;
znpmKK%@f%UB5MW4SBlBXn!=t3gUMbWtTO^#rJ(!cGl`~oN_vmM5mMb&n%Un^CUpD#
zD-BCgNs+ni_n=JF1fbCOHd4JTD8F7}67eF&kP&h3xEKM7XZ6|`uL}V{21QaGRphuF
zRtkGlTe6bi6n7my0fl@9O{f4QK_UEL>L`k=oi-(?9SqSDvG0-*fm*&4NDOf3-Z}Bj
z{?uWMgD37Q9KLi+>B!QB)1m^IJ=c9%zaM_~4%<dXgW}VU0y0h?$vqhI&rIe_Z+7|-
zrvy!cf{98uUggVv(!=wIH}3l#ncqJ#ZFkM;;JvI^DE$q9jfu@7R|^Nij&%Gi;0Yq8
z0XQH6o{|jB5YUuUKG;Q>+JAOfqe}j>NU{eu2$q4#V{!OZL3kZV2%rN^k);U{4yX@V
zIfT2g>q`ltIq9B}4bz^mvs?lxuZ@~jI3wIuefg8>7r6se;Dcq=U0>JZ4hkz!XhPF{
z)RqkVWbW*4TOz!Md<Y6JNNr3p;gMW;fmd8#qTgf{mN_Gv;E%4h1KxqLSi(CjqK$OI
z#eYKS07_X?h(0@U3OHNXBIM!bg5@pd-HT!fwoAL?q3+Js{krLjq8GQjRA5la;O6jl
z`(tCHmg>OJ>Xwv76VumpBo%R7Q$9;cLc=lY?jLq}Tq9q=RoNdQ=xU@BB;!JOGL_Cb
znKZnhmDT3Q{HeX71GtCDOzZbXN})#dU6--ivBm6d&QBeMM{*Kk5j`Ww<5>mOSJ792
z$HXvv$0`aS;s%Fi(V%SpnzZ8m152a>aNkeC4g1?B%zwRaib<HVsc<~^j0d2rAfYgy
z5H3>88z1<(m1}N`Lpl~%VnoAne`mYo!T$|>*c|+YK)WJ71fU}$(#m=LBt6zc9NiVN
zN=1_HQA9%Yh>g{6?49l40C~CNf&F){)NV2ds(n!J%tG3y)|_PlAsyt)Ypn(O{S$pL
z0fvV6sI+Y`ZvUeXi)VYc+4Lu8euyz4rxIe?1`14+5ydRn@C}v_)F+`ilQzdj95xAV
z-+lq{pI7mO;d0OWmETv~pK1-R+S>kMDMd`!{|ZKR>S#Y7SB`l(2Juv&8CFZ4O)QeQ
z5d0-|GgTG9b#Xy7Wrz=|ykcjCZ9y4P6DQZ6caizT1!F?Z<7!?Vkqq-Z#x-~@DVf#A
z00v*T`lxrI^ZVh4ABR5c7r!(VAEL2%*c<>W_O2r!5P{v1LRRpgY~*+~r;}KxovGRV
z188ti15?7u@-K|dy&7>`eB-BL`1^NAqNn!onU!N>Zg4RHa`g0#`_(T^i3`@k?BNv=
zp+i%2|EuCVciuT_UE<M(dnrD;)o*A792!C;0HqbffmF0M_%s4T!N0aBf8!TsadiQ?
zhPpg>0f}#U-|h@?1b0pOh=ReB?S@biBfxHldvwcCT!*k!xO*>6JEC+3QR(mBM&L`<
zIu(|+Eb9)d22%O7WXr2M7DU?X(O6RNktdS!fAOzlJ`!Cfyu<DlhLAX1;*O#zX=?TB
z_!N^=I9!Ui)qmH(X#WtAWYF)wJwbd{pb8O9{bwZ)!xWN1P-G6sABN~d5XlMt0H_NI
zVAFTnAAySSmkOE+V}!(2)iD!CQM~Sdcfz|?P?JyyU>P?=zLs)Y>Oeu_RFGtKpgSC-
zZd#-ys(EG_hyzuIsn+c|olT68t{&_9QxMvHWYC=Xx$v{pq<DkL+GR^2Wrz1MQ%_93
zC*}Mxua|Z@e`&~}qUXXJJ3zTL?dD#)XV{tQvzG?F5yU29l_H@dZ;q5WX>LceD3mRx
zR51be7+I1A6gpa$R|hgtzbhsNO%gf*H?eqlw0oc-0Qb33V@UE8KlQQ{ptJ}%`l!1=
z_D^q_eeZ{i%4EpPjP=Ma?JzCfxIhtiIQU%(wMw0;<uZyYhQI~#WHm*VQD-+9<1;ZS
zfI7Jh@6L2rnS#QS2$G?MTyujk6b3<{isbL!)sPk{fAQA$MXJ>IZ>K_}^{(~A%o^v+
z>qRTb2!6c#^Ux9_VaHv#l^5Uo(fL;qEY&mKmoK-Ch1%>r_b$pTa_5`YeRKkp^${!6
zE5t7LOucLaTujTi%2<ZjKy^kO6)i6NpFq`+(7|U9mGGzDEA%(~t9xEEW9uFL+{>L+
zU&FQX#$qGuYw!{pmuFN|khy&Cy?@#;r8wA#f&t4`;+b_m=39rJH?Ol}U#Ap~tZzka
z+C3lH5W2FqS22M)S5GB`nfz)Jipyd6GY^%nxVTy4{#_XZYG~V^sRjt1I)7NcKBk%+
z`cMUPw21n|B8<Ab!p2%>Qbcqp^;N9Nt1&u%lTH`*&(K2sHK17Oxx-7CQ4#=J0t{~G
z7=0erUbt4BWy2X+-es5E?4QJgo;^aw+kR+wcNv{;QxUn9**;rxMd{jUl8NX6J+q$R
ze~<E))`UKVEu9aOj5u>rP{2O-pni**SVc5rV~Jq`u5|tSe)P@_`G(>S;NLE&yHWTR
z&{h^i*A^V&_46w@y-m0lHnRVPj061bDwW-oJHp|fTn%ZzXua8YJ?+yVcXze5@UtYx
z002UdvqoQO_25>4Ux%~&stX6Zs!Ufus9)>L8Ft>xJ@fMX;dh_E^gdKC3pQT&vrmq`
zFn`*_O-J0Vr|gu`pm4k`yK|0<enLmdliVE|xFuPPpY^hevfFk+v~{^x?V?w0<%BKk
zA*&j!>g)WwH9(zbcvYjU#6_nm5{2}`eu`xEX4GiGx&0f9O+<E5q{*q56bSZW5{>r`
zIP5<Y$()X_>*-nT5(){sR52$N)0bo-ASxs9IpkvK#DK2q2b;Q`Jm0lnvp1g{I$xWc
z7CBvBC#Rs#JH<>sa(l@qkN$jS6+^CPu-zucMmm)1>YEy={4TFI^R<e@7>Y4|^ehs2
zzC~#nc~)<fOc~BY&r~)=WD}ys--rSI5Joc~`bQjou@sst=Nilz-_fC`Z0WW#dV*8|
zs$13>!dm!$?-TBv@UGptVgylGKhvpqY5(cXq3&@0aiaeA5j;=-QSPXvf*{fg?N#K-
zOar)Lf_}$WG*y$%rq*fe?Z5v$za0K~JkeDZ>WPt0Bc{+&7XunyS4yVXA?S5nAQmy)
zP7Q&CwC)zluapo<0`2Z3Q5L)%UieEQSS7}VsyhQ9#0A%V6R{6R*MHEe>h)!w$Hd3F
z%_!Cl^@N|<QMfpD($r>1{oQwhpiE@q`76%19Rxqw4Bar<Q7gWk^4B8f_1ESCiCw^m
z@&|50vq5&H&GQx3o^Q*qP)~%r>I>YSOmq9{7QaY`In+a`Sd@D+c&4tY#4D@+jhq=e
zYWE2Rn5`98aav5?HH*Xd0T%||Lv4jjGd4xSQ%C}jLuqho*t0x&<-pphn+?_Reg}Kh
z(&r@RKy2m({j)4@Lh2(Ep5j9lUKV^Osz@1ewb)*A02HS+PCVYKdnm~1l|Y`AKynFj
zwvbmPY*`|$V;!&=$JwCd+TLbt;+Nyfl#8}5Z5ZrBBcWU}pLEnmhpp#4gGUS+-#b+Q
z<Rb}d71E9|3@K=C`KZm@CMqWU9sK5cd7%fcf5!+*Df)M2F#=r3tQOTl5M}rw1{xG4
zL<R`-6D=JC(5G!4&YxNvr>S)V7+%~nECt>6EBl^Dk-oGZbKbA3JWmZ_C)tj~M3RsO
zQ^sU7^84mr^K)J=7zx!bjzguPfUo=JKY!%-Q7ZoMi=&25T@>jh-7^5JwQ1p7hQ(&#
zQ(IePdz8!UQ5OV=BQ-Xrx4XI=CC<1OA@y$Vzk3_4Q>%nXqy(P9baY73dl`ae)J#DM
zN2<~|RV4sFO_>tGa35_;p+qCAcVy$skKT<kn^>I*!Tb8l=d`*HDPKD<AKEb``AQff
zirZqXa1erDaXKj3IaEben^Ug86S^8l5O&JC;T67u5EaFBqfY0Oo36tQC96(DBIyWx
znW(U(4ow3tTg+EyY5-G(s0aVP1gK|b9I}%><lykH#@M81_x_x3$i;vzGw(s~E1k75
z$NNGMvFVG=fRGX_QF-TjMKdw>?Gnx49+k^<Q_>6FW-s7^%zr+0yGmPUoxC?wK4TaB
zSU<Ae^o{?4Re%R9CwxikIXE(CtfI5+mvug`wZ4$O-aiAowPxpcy@bLpmK)zK^$!U4
znqs%+dxkbQ*U-P>HF$yjX=2to&|@vXjJXpu$%vnoh0n4V(~a6xA1_#(p{>c@emqii
ziveu^x@&f*($s4Jf}_{7#%6>KpE^hJ_>k|Q6|AjNu<>w0G3iv3UBG*O!K%+J`f&J1
z{kL!3pS1gX1j*anYY2}NK}Jx+5kpW=5Ddi5EGL5kivSKU4RJv_llEYi?@5G+HcwX6
zP!pvs01@&#&{S?od9<q5ROwjJ@y(-nA(U|keW`o2<Y(VX1^v~nM-wAn=*WrFpWP{|
zfgssk`s~odHq6;8MbN7cV>nlJCxCMF)zJF*m8Z2uDcIY!J2HjDNu02)kJq;+>nT0<
zp>-G6qU?b}ZR><%I)IdH_SU;5-#|}8|B={S?^W!-+%d17?MSHCmgCQ53V&=iI(E_4
z`LE0yZ;$;Z4vt!OD?hi2>^n&z^ha3(5zachzMDlW$HtvrFczXIvtDNJp2viYZLym=
zyN2pUO|OmM_+WE6Il|ATB}V9O#DHTcrNe_!xX`)(rmmDU&J6{7G<LYOtP@$|O6s+l
zgZ3=Wqo|!hR;DNbXV92=qu=#2zOH5HwXH4A3P2SV60{e0qmt05_EA2}vN0G4F}&!S
zztOH~er{K8^VIJ++>5KT4Gc^)*Q;vFt$x$7vhZ(P)tI9E{{&q6B;4px**EGKPds!p
zID~dn9#)G@=?mkYV>CFr=0BNOUQ@!7S3`N(rFXqA-_G3J<6GYmv5S3Ge;jMKTpK#Q
z2y!_C9&70i9viONM&nhDw+ahC$276_5nlluiibg8BQBSLJ%=27wg84tO=BB3(<lq;
zEnLiDjC)YjV(aj3!Jj%pNaYg^&~&hAsl!a*xAs-gt2z)agvBM)G*r{Ut}W>wFyIV(
zH<hkU+uv!sX@4z3m0!Pzjg7WN%={_6@%So1!t2qP4(Fq@?KOIb>lELn=>`M_2BvU5
zJP8v(cZPMvfHr6kLXZk??7beL*U|W;ZYBIa@+d(HM#tZ9wPIO`6ygde&#}gWVIW&4
zRsrn|Stokj1^$jE1|mb&hm&lBv&j#BcNbV`@@<8V_DZ$ms!kD8W4WLH3|+n!q4dMz
z%TW1Jw)4d(H|>i_15@h{a1Eb^cOCb3E*LaDq9Fi*w5Culm(%*)z=^NH8`#wfY(-x>
zM`1>iOMhJ5%>6n)UU|;Yg0klJuHr_lPRmdFeyzd+nlReB5Il@|+qx8VWB<;=dOml1
zX?2s=bju7+E7jkAnpVtu>a;dDef;kQLLuSy>qxWGXTwWZ>KWs=KTPbtc*w5kq<21A
z9e>0z_O$j&*F|p~2fkgV>$VX>kjSU*@V&Xha>p?i`Tq`dcFGAn<w(9ndipE4%pI?}
zX_RPM=5gQvA5P4v9WAh_FnaOC=qBpMqheYyt*;o~y?6E*(<kJTg7twLUbeGadPCLB
zSUS$0hnPW(HvO>ta#}X|prxi3)*dJbJKofXPENX*d?fCi^KVL}lXs>aRn5aI=LtIK
zQ9x6ae#E1(pC3zZy-gMND(1?Wio;h)9dC1~kDIv2m~o!%jB`C5bX?QyrXg#41N=V$
zhkI?Twa5QXbW-D`ak(za{}b49`JM6z8@1Rsfr+cUbnnR&h&Q_Zc?q_=gjiXFcnoTl
zOvK^jm_@4<6`b*>h3%bV?lg%)Drzh+F4g)haxJ0q&zs+{uWDUW-e3RWfBsDOjQux`
z@h)>+)4$cRyk<=c+-$1q=-6r?mZVKlXILXRPteU#PBbi}%B#edu=qKwW4Ro<c5{($
zO6~t;QIt^9_LO~Z^k40k6y*<Tz}eyN>Z0qt5u(SZ=O3D)V*M3Q@6)dOA_GB3`L-Q$
zwk?DLGCb~S9aY;pMkGfy)L}Voq;H(?I@%H48+<hREjO7iSw-K&o8Ome=S=FFWW_UN
zoXXozD}}T8rc)kC?{${K+M%C742suPdaLevi!hv5W}tzq5>+3aJk7Z<BZa!%zjgHY
z!tUpUy<RVe_#1823m-;zu|?FyTNP<BcdA283x5tS9RKIb{i@_Irs7nK_8cW0$WHZI
z7stvDj?cI_ywD+x-<|NN8Q(3k3Bqc9gammWriH{};n;?&w5pD)TZUOxkHXqb+sO4N
z7&Y;F%;X}3Y`U~~Aeg)Lv@h355%&Gv7Pi0nsz(ynaV7M1^5=oo-I(kZUHT)2HPVC0
zo!P|CgFV++<IEYbqa^uOsmq7;w*^gEKfHa&%qgHQyJnc7LA})SH^M^3{NU<pIs5Wt
zf4tcZ-y#o^B5SPvV&;`M$mmW#tl?c#(@%X*%`k%?tm}Yq*FZ$V`<u72?qeE4ciy^|
z^vLQ|PJJ@zpY8TP|4c~=yr(y-_`zmGU!?doMR7CbxsKUK0Eh0QtC2?1u9+V5`MH;h
z69Y@K%-T9u(_iSu9|J2xs;3|df^ntFiEX~U428jeVLuoD8G0ozI<be@?O$mLMQ+Q3
z=;*Onc1d#9^W&zjjl1+TcGmv{tekYuwp|4<j1{9$TqJX4_~(b<+T7K3Ik&h}+qqx2
z7*D2~xCFukHWf=cuGEGmSP#VSuI$nms?lv|uB6ExSG<9+q>RkzY>w(`^!7C6cjJ!Z
z#-*k65Wl|0`@gg>O`fW!2m&p7lX=7>4JTc{UB{JZKENiyJ@(4x+K{BpZi{c}-@l8e
z6i-Cv7Br)<N=*y#p8pdl+A6t+I)rD+yRIT(WCB4ZDiyX<`Z)9%yC0Zk3jBgXp|DRQ
zf625)%21Iy8}-whH>Pi(djvq$PEz(Ub<zV6ffU+;mXe+SnSi&`2dWyf)bViYkzQ5m
z>BTyf$jjZ(%~S8!<6}LR{wF}6#d<Sjr=M+hJssThxLW@F<8qq>Cb+~Lle6Z2{jvMk
zdm&ocrgPj|PoMnPe$fu+_zGHxBRc6d4<EnuVH4OhCv-0zlzUQlw`^Je=8fHj=<|%|
zTl|@pZFLG?*2~Z2*L)~#(Bj4?)Uvz+sdT`qYMU#T&X~|iM{YJ7KVeiy{i`1485ftl
z?Wr-0%_7{m*A^J`Ts4(TUa=X`*+bXOQiGfVg|b2l!ObjoH?y!*8vt`Oseqv$a~aMj
zOWWR?l9tm-cDZJ@$3gIk`g($`?UtyYcrtKoKs<-?&lvOYKQ3xk0f9g<5mT?~C)u-S
z)BE=?ThXE~K)^iZLXDeJ64HMQCkYynxtGQ7U(#tQs7rh2C+-K=@Jj(Q(X18oSVZ4}
z?x3J-Q{McLY3qCw|LRN7$)pYBCm^F)`7YK{RH%4aTHPkL;rES%6MvVs`Ua;?F?SC%
zJ$|5Qf#j7ga=SLdnn%9cmhVREin69c)<+2Rg=jKv6Rta}qe{kJsbM`t(yCqFsun+2
zVO664=I{?yai<%<oC7=|g~t$L2heTdqprLu=kKfKw(Qn7G>cR>-ue-bh5&4R9gWgN
zu8x;7M*l_ALxa)r+Oco99<Qc*;GA%$zP}nZb%w<vHW#^$cd@Za!%YFttpgV&3)+@T
zD5dRF=ZZ!m*{I>=I4Eex(0j8+vDwr1ZA}hq^C<y@dm8q<x@WN@!ds%t{HU%|tNh}*
zi~3)GN0mA~)0&dFoYLsv)Y<uirGT@-vlYW3NPiU9r>=xC!yr-*@a&oz@JdIo35%ZQ
z*%jQ$P5=C7d3Ctb^pE8d<#oVViFm0g3}Nol-yiQxH#Fa|{upKY|0p{5c&7e8j?Xm|
zAu6{b*G(k1M8e$XHZx>%NhOB4g+k;m*Ic&AHJ5F+v5B@}6<rA_W-hrFA``ylR=WN6
z`*Z*9JkI%C-mlm5x&2c1W>}3Ey@#9Ztb-V-adYzyieYV_YAE!1a!3g3e#ft|nsZ|h
zvNfA81|;6u-s2{@bu=-u%XjpLitgc9S8)?-WACdZ#zLz+zqffc*A`swxAwYpJ^kJ0
zH^`b!GWXrfW6iQg$$sX^Lu=?WRyz}VJMRq`N`2m2N4(~DYMUOzY3++ioSUF#>Wg+V
z$8fsU^p8i8R_9{4J{Gf`m0j#<E~*$`Hafo`&b>E!M=#-QtKoyQx>Lle;y77a%x3x2
z#ukP4q=U)!rOJ9~7ZQfdf;frsgvWl#4eiAA_S)&V4&8=|Js;%j@;U3ryVrhMt7HYT
zzh04^%-pW@Hz;yd+5GiP@B%qr`ul9$GOzCY5>lBE(aD_lC=xPh7X~4<qeFG}LVOf}
zRwUbJ8aZbnH8m@y2Y2rHOvb&-7)NBdY)QPnJ-WX!;^%HnZmE1X{tJ<ww?MD&D~qjv
z`jCZNQ?#ab=gdXUdPFdPxdJ8XUx((Bc<r?VvsY^V!}2p_GTdBy21nWMHY`u$3c#Rt
z_zpM^Pin5@v3JwQ=O|s9Z+oECy>+AUPtil>mb_C{2TDvktHXJC>{NQ*)R<0X_WI2p
zU-FlV#=0i7XzP<13eGBeszVWRPd)$?J6AofI5dp7dTHL`ktz63Gkv|;lMBPQhs(!w
zuRFRWKCa9fnHU|_O`qEu6CqKFegYEe9l8={?J9FBS1O}Ffkq#NI7MblE)6<kO)=)P
zSr@VkjcXvhKC@B{Ayvo2VWe)VA%-gLLPdye&{1joL1Tm!G6a?UtO=+^k#)7cgqtKa
zySzr1-9^437o=kgBpj2f5DQIq(3rvteanRhG>+3e``;lgsJavD3ih{X<a+9p03DXr
z80ydIy#4*bpzgL%nb@63b1VBDZ~JoB(V^YFZ!+6Gs}rL=7IGv0CFckI-qTz?V}3bv
zKW_=|-5H)xL3f8b)%>xCRQ<&oKQ<p|cz?NR^xe$hE>dW&_8XG7t$sLi&S9YXOXb(`
z#51>i<BU|_b+~LWU+0xlxZcoK5(KD7AsG+I#8QdyKepyBVLFdsIX*7P^`{O6>i)q}
zSZuX5WTOV6;p03iR9>Z~#ACmgmdi)++gVv2v9^XmwP0mXhaJ~`()rNScJ3L;GTmD!
zA}OvHj$_S|iThV_WcY3;g>$@R_1U?rvD!0n0PRV1@brm_{kR>`FDvD>ML++%kqF+8
zXxqBMu`t|V?CHX`{^mobbvyhofjS(gT8#6rM95bR+V11h2je`s-`7u66RuR!y1S;P
zv;0=$XHBYtt2ez?d9=LH`JmPo60E**ZRm|UlPx_dWITvA*K?{}@Kbvl(~NSVGXK;O
zIUSE*|40tKXTNdd_ekQh=d?=<=rb`)a<;EL!^`JP{7{%1G9t{`bga+D^voe745Yml
zG3MC=owOAYLz1DVIbW`<>yeN7CU>ojfS64JCV@9cm3*7imW<iR=!RW(DX8Dwsc{Ud
zJUl*-p55=DL8k1+hlD#C8qPyOCJ0miJ>8uQ(MIGh{o(9$Ek9M-3^lN+bn8V8Jtqr=
z)+N79(uUqv5ekiLB-oorG>$1Yv!Gmx&ed2Rfj&2~tBIEA+WyIw1ofJA5ejmltvb4g
zQ<wzhaikyZO1*lh(P<UedRy&v@22<m^7p>+?_{)g$*pEUSM%dowAKpw9`M}H@&FRr
zi`aFuDe~fM#t(w6Q6rQq1xJ@F7{p!t+}^%8%tP^oHncr*=Iy|{%IX-$Knc0DpMK5c
z5vS(!(JhRN8Dlb34YC%2lX!6l*|Zr;c0udNB0St;J2-8!hL~2c#nV9Sz!6&R2hI5y
z2cQN@ddS&aYxBqW=VeIgR80h?VL;K!b);TUNxNv^nV5wgo?qHh4LU4eou;@JiYnzK
z&dQhmiRDxlA~FKF3RU!tF|PR?(ndLw@jUjcfvX~m)8;ih@bo<jcRwiZTsdY))tOCz
zSUX%u{PW}de&KJ^1X=3&9bP|QQv3)pPS380&GEg@W>i<)tk?}JjB{Z>l^@48^J2x9
zLN;C88BLV+3GpBYq9W1u6I?!T)c0lly48Y?XL4N3FpE3D>Qg{7k$!&GjDu*Ld_)bd
zxC!2l`_L3btVFA+AEHk?D2d}Wc!WhtC926CjA`Q&BX%Ia%y|6+d~bz$=q)ZC(f?IM
zT6|Uzyo7vE5^v?&0~#fx)nme(&ZvubX7N6|U^eEoDl1xDYzpOMNr=yOX?+~68%_vy
z+4WTj(Wt~%$}7x6MGOA{s##4gYbg<1PCg-z#f>o|tk(Oi2^dNVXfxOXT}?id%$YDF
z<hVjddwine^32pJ6dtN$kg-!_{MuCVvnTk)Y=C^ffu{MgS%jmcV8OMt5`MR1hc8Z(
z!0z@g&iFL#AkRF+`{mj;5BR?3mfA_Q$jK5tzBO%ETA>U6tQ%}J*IgUQaCtH{Y{xHe
zt11S@yCG^W!M6#b=gsiS#+k;Y4U(8TSuL`S8bA!w04GT5HaKeFEARJF=e{(^SiJoH
z?pg2mJ3}W!ly85V{d?o@N#2NJ$)3>dnApR^jz8G2eb3ETGETL9;F&k;&)|xiC2+PQ
z{OFH%_d%5qFZ3>i*}R6TZf$I!CC);&R?nFV!DGp<kU|O(2Hw7(Us0{N-a22;*<^oe
z#~S%pRo#2S!zyyoUdv#xB%amI%`kiV>%J-PM&!$ya5?9~=$L$&6Kcn>#-eUxzslP$
zd>>^P+fa%fbg5j%u0BQ_$0zTb28KrK8n~8EilECS%j361sy*6?KFji`!?La_<N5iC
zzV(*I1EqA~>P;~juey&P#9UvyvO|Ck%rvz;jckmk6}gQ>u+@n<qnPM+f6l_=xTIOh
z{bzuLBE^$!1q;gka}GR=q}|zCU2n@@u^}`MIwYu1W(t~L*cF!?c!=h0ISXm73a?)R
ztYP}EwU}nMbh$xss|`g|G;n(qu9MAflG&GwcCP0UP!KrGwmM%xi4*LFbc3|LmjqWW
z-kuZC_`svKw5RRPX3^4k%V)i1C39|*Z6P%O*5BcC#Gwa2zN1{aKOxsS2n+gAw^jm0
zW(Pk1ifrD?7i({!`rnHkwarie08T%OPd&mt*f{KWyAwe^Z4aM4U{KS*2upgP8^+N5
z@9@{j(ZWj~#&(mik0x(kQgt`Yi);;j_Bg3!?D4a?`ak~rwLAGf^@=;<L*iCLYY%i=
z_H@h}D74+GgEtco`pqrqc7PJ|28D3bQ9TwO2;4YjZEM0Q@A#F<To&;Q88sO;9Psi{
zt^eJx7f35NwJoGve1^=3g^wpg(AD=p?^d@=Ot`2LTgCIL2(F}?wqLY2DhYq}$39Ib
z_f|Zf?QeEj?)cF-!3r9OE2OP$8JKWtWzQJtjk>)z&}TP&{x8=j_xah=<Sb(%-Y2=Y
zM&hP+P@iHnJTh<rLkjO@34jpncqT*y?F6+O#K^$j2+CwIxcQa&lM}r{ooi_q7xSa)
zMbPF>+9K%l;3FEascT?9K)CRYr(q|2whYQS<4rs)oGzm~r-{XEI=#tVS4tceWf|5f
z>W*04?0{C~C#&g5&^wB8OU7VuDm#}D^qOCZ<cM;tr9YJZ$(6=x&Yx-j@O!A4(0Xfo
zr(RS@Z133kfyGDf-XkyGqt)WNdisklwIx3F{*qrfQ6(S5rG)ma8TxH}NVH8pTK0H&
z?tYtJYXow(i8W)mzCVm%`$iZ~fkMO7gU}7lN#<ws3=DEk*&n_h@3}H~E5Etg`BA%b
z>7?^Z7b-)vnD@bBmf~B!ssLMW!3zyDC7%*xNMd#29Id&!%6%4e?!tM9BGUR-W+wT+
zG<d_p0Ux*D>DAF!Du5@yXF>R$S?J>wN_uUHI&f~nF|nLk#A<(_7nc6t6(axetamqV
zDw!aZ6lOT4<U#@lRI91Xm=&2U<RUl=97rC9AS->XlqcGL=Uk%JFSv5|-U(r@prYL0
zQi+d?Op&Gi9={s}s%DPvSDWI=eWYe?YEvxK__M7kH1FA+g&o-t7t^QQ1j!wF2&9B_
z1PZ5<<<Li{4F9z8%HV*Ir}pmnxa<Osmr^jnNa&$1jxtCwB(O_&nj(*GkB(j(joVG4
z%Idtx9eapB=jp8Eu6>{xYp!);JJD}PbWk_B=HRvE;9u3VYrMr~672|MIUTJtigzMZ
z!)9u2m7WnRPQL0UzXIhEBz~!2m6OuO{}}!DvXDOPP}{wIPDi)8ZW~u*bAwyu<sI4`
z5%wCj;d>5A8HsLqJOcL#jr&{PR5w<+Qvyey`xHGEA7+-@HSUK9O)G(Dw_b4OeBHWK
zfG^d{(Rlci$T|6{M6dT%^MlN0w}I0)o6!!CJ7QRwbyKPKkOm`Z%vWIYM+n<)Kr6I4
zKkFdBL6gYVIZh;bBYFSba(h<?S2LjK$_)@}5XHM-#mXl+qKt<sUrn#lkv@;Upe>pV
z|Cst19p2Wh9G-RYv~?<in{2&1b~w`9HRbRe<Im~&E>Aqe?%wF{{_)$>k3#d;%j~{G
z*5a0R32h^*@|D+hA51+CGD=VLTAsb$Udx=0uJ>aPMqlHMj?N4XOx&!i`~L9=zg60N
z_o0e1v$TJJ>jzHU-H-n5{wH7`wXA-|$Z$okW?8q5{zWq(i0HR+zI9or5%Oifk|jSi
z;AaupHDTm|>e7j)h(W@rLIV}!XjgyqJ%-oo+09_l-Dsa!r`xZp&mS5z(!;*FI8|Z2
z#KiP72jA|u7wSJ{umrTVT?eGvtPxlhTib<pf@J&}-Im)xnYAfst&JX5cuibs+UQVF
z+DNC2-lBVPkTl%DvLcbzG2#A%70NQD+%)yQ-cYlx(}6^Qi|JC*CVkqcY>I8{l1igZ
zX0HANoRBh$?%Glf;JSw0IO2c9{*tHItj}BYRWf6|sRcsu%4`1H^3*F}^RO{xpmLyL
z8oM(l77ibWbA$)1Tc0ez7j{fp1FRM49ki#*)i)@d<Y%Y%aFe`5uhQ3M!00hqbxJ%m
z+b3Ky8wpXc1VaIzr?s`Lq69l(rF8tdy0$Vpla%TpMiNYOPdwD<uoB)1S$Vnn#9i~i
z<=|zrUf0=sw^PmDOKBME8>@*JoX|9XRQMSE+CCtfL;tXwemuNh%+}lt1PfO0lS4^d
zeA3tXy*ldffb8*)x&#*jAC65wLAZEuj@!2kgW=1a^v?b+R0$~mSy0+iFZqgZ_uWg4
z=n}KVJAmr+_-C5RmXg8ioh738P6X?(UE{e;I{mpA9bLSkRPMpB4<OjR<=_1Y09m!|
zzaC=`d0C^NRaTSqY#5)+hM6raBxjgMBcJkga+@%B=S|{15Og`f@CL?r=I{$t;P66-
z;3U|HowT@j@`}Nt(#rBpAB)=pe>Ke<Dg?zBH3Pe+w#Q3Rd&1;#I!7xg6RuI)Z|$8B
zLxniF6Kuo8L6xNhbz6y~_0H*tILO`pwurq5LX-#Um+aGWOzE30e}7v)cZ9!g2V$f-
zI`81sxhW`nKe00RZA*0g&0>@53DBTgd>BhTtY=_iCg!3nu`Q?m;he6O1avyICaBLG
zKb90kv4~PxNoI^+aED|iIbT@P`3ROrFwwT>7DhrF)#f5wveZwTZF|{htU`O@!X(-$
zwM?z!$(d@hSr@+ty;2v2Wz^0Ye@=MnH;0HY+A*T|foFCFYT(O+*W2V?Ab9`<9w#{<
zMfk2Z;YobGXUFFP`{a_F<l-2yozri0SW^!jkYS=QM=2mw+U;$$&ie-e#{*hhH>7&R
zV{|YUFAUeESE>E7ry`BSeYw6dZA2f+?RrWm$ZoJ+LhvCGB=6*^-ce{>aH{T-(OdB#
zw@u;5F=xU*K+~S|bSxFGQQ-!vA+mA&K7j-d9C+yL@bDQE$YI1jeW+dYs>NW(Re``2
zsjUi?e*jmT1;+{v<@Z0V-t>tRLL8P*8(G4eX1^A=6}yvB)Pd_DHgP802+G13V@<Ha
zbB=ftG1jzSWt^w9WmgN#p~gQyk~Nu{)jq9G+%MD7?~pE5jw3L-o5r!)YC11EVGqUb
zoH@E|Q1GMr?ca6>9$!js_Q<5A>XOyG8Q-_EZ*mtL+LA9lPJC%$?dIdg9(HjX_i96K
za2yZD-Mc<-iJDSN$0_b(o1TJKB<hduP6fdkajo5O{F5<T0mHY<B1|l~sj72~`Wcvv
z0(zPOR75YqI1H7?a?hvxf6koPV!GWfQ<ZkMb3G?lkka7rpPA*PBUoP?HcBg*!uo#k
zNqF=Vy>V(ObpCg*lT+y2XAyy)cT*TVLY*eXlHlgN?tWw1&omj2ZJlq%<GFw(V^Bcw
ztjSAsTo)bxewnU`E~~i<h|s%Tupn&qlTUTCjV}QGKE|zo^{&FRPa;q2J0@nhLh8)C
z_C+t)VmdCnhC7g@LgcJ9JDoOOq*%MuyP9;DDu87eGI&`r3FexF$>5MqIa1AZl!Oek
z>iY~kD!t$-m8EvFph#;;+O6-o!I8bbs}EHLB98OWL-;s#M+6+J0mG9dVR*?P?IY<T
zs#3=@RSF8yP5^{eZ%N;rL>KJ!FPriB4bs8=y}^-Yk(h)kEJX72JMwr{pgL1FCVAl@
z1|wwT;@T5amzkyf0M&|CK0!#AHW}i~uRGM$5kf~ITWNTAC&uP9kUI2a)X4S1piq9|
z2Tz2rQw|qI+1KV2zt&4I{2FVT878yMkc}YZUH45GBa4cnHNW#fML-A-rH2K;8S0`M
zknCG;8q#yK=lotQW!Hi$#fROQVWB7f?t~<0lOV6v^((<LT^=;DtxM{N7^3RUSm;FP
zdYo5BI3j`0N%E78<uEXDhN0*e-4r-`;+&m8r!}?52|DscLLF~0{+&TQ=1{yc_6YhD
zcIWXfsEYW-{ex>9oAZk-_?eEomm?gwxY_Y&R^;h1;Ym>$!y$b-rkQ(EltKo9%h|9d
z<RN_kENWB)mIs4#>jXb=JmH>X?PgL+eF#_q@*plk%Q#g4ji=fZ=tO>~2t-gYRrT(}
z${@3Ufa7tya#<&s$0Nv`>ezeefl3=mN7d$8L7Pm{S6sH!fVD2!8Jo%6vG#w#a&)Hl
zB4V2G{En;Wz5)RNX*=_jv`wj*QpfX*Zv~ENyUKx(yQhLrh?xJqXk7H`o6j!da^rMM
zQ}aPLSa*fdWkV~;oQssoDzfFxuo*jx+M8t@+9*LAu?q2e2)NQ-M7WF*;>lMiO3|WO
zhsY|x0FPuV4v<fTI88I|iSAHDUH$0`&XcKak(Q}W2j5)>o}aswxpchZp1}Iv*}_-r
zQi3zY*(gsfnv79igZh%jLs&NoLe8*&mbkCua*6wucal|tr}sYW0rsGtAsQm{eRnhX
z9jhaRe{AVxdh&9G12`$rKfn~4IUoqQ4^e<14@A(4E0oJX8a~k=FjCyGv`l@eJR@H&
zv)J!+ni>Gg_WXHZd4Tmr;={XhdeLW9qXZ?dy-AJkkht1aQ7j^7-sAVS@YS_=u&#oi
ziFJQmQ#GPkK)nMxr4SR<1SKk+(a@93ISyZ$F_U)$g4}$7Jn{;V4+61LvgQ3ml$N?V
zBKYsFsyXM~FyEWIe7|4+hA?1j@`vJ)?r)mMUC$~%>o<QkeR~%S(rzMK3EA@5Pire3
zgqHHbz*sh1cs3MJ%8vmoIEmU@I^Fg0K)H)Z+==)6J#>aD0*XGX)<}KI@`}0j#^>wJ
zWGk;c1@msoBAkTrF!sU?L!f@iZw+4pVP%}HHERc9cpKo`V>rtE9O2F1iGbJ1{aUc<
zQG{nNCA2ar&?V-nDRvkNJP4U0TkCjrkBH+c6Le)eQ2xkweo@DA-6wpa2Mm9C)jpX^
zA0no47qGvAm<NN#Ou=wm#Wkufi(5>iGud7X#n=`#LWfL|9sV;zoX|lrs`=nN?x7#x
zUq1RgpYWfG#+}9Y2ZY4wGSrSz?2|?8p`^6#97%kk-DBi9?ugZ8d?S08Id{g$Ei^(`
z;`D*yoaQqT1aC+advNWVHdijhxI=Qx3>AHOH4ipU0NRit`j93vL^GyA)S^<fOz_Rt
zi<gkv^9jK#dqO{xw%@z_1NcVlBtAW@GJw_&4|a72sgKVX-7MetwEOO2JHk<UMx>As
zl&1Y_9+ZkcB`4Qdpyg_4v=a=ofFaP}1kw%=qT%L#Uadk6>w2x&6<GG|Vab8t#`k$e
zMdy{=&b6XW-?-PEpNa@nKPPVo5g~{=!~$bk@$7dUKKj&)+Gl%P!hrQjw0Y0fm-ox`
z$oDT^6l+^~)1Uk4m<(P;O<DNGJ_LytQ-N^JBh*Ea**3~LkS{z87163x5e!{`4@QtL
z3sU{Rcm!`*g&Qx1fYjcaVw=7f*kq}QUE?cF%AE&%b)5OQcsWVr(-DPq1GBr&*O~tS
ztyhI_m4O0vmAiBNu7P~5bqP6QHg~O?gSJ)d1%b|;rz~Bs+1kWu;k7i$HY%ZFFsR#S
z2u8Z7@#I@tW|p=&K+*&(@#~6S@bj{Y^rTIGO?uSwp|1wYa{UzrHFv*#2xz`BC71+3
zl)}XJhjDq{f?8_oeTk)l-~w6cKmj$9(8F%JP+Y9=KfseUQU2uqFS~gMzT0<g>;%{G
z@LQHyRI!6#3^x5}mfDN-(rYp$#q^JOqH?OUR4=%DJ@zrE#v6%E?uXOA;0c~D+V)?2
zu$hjwMy3>{*hjAEZcgGD<5EH_{>Z7<OwRW_7}OL7PwuO{CVA+N!5~`Ql9U34H}KyT
zRI3HngAk>>NH>flor#xbkZl0P0Ck%;e9F?0I!DdSQ#-QnPu*u{!gvvxbIYFM(p+`R
zx1N;hu_kHh;;+ij9UMhZ8OEI+HQ(s5c8az_E&r`-^L!Ib9Uq@M$?X^$vDok+TP?#*
zo-UUbSikrlsofDL(atbl3j_18M_B|H9krr*pt6*5f#e}c`&#|+HFeLV>x9sV?77tM
z<xwp-^1X*szR^UPhnVi4AhakNB)T_G4C+Iic?i$ElB#P`H>Eo3y@c*21cfTA@YzOa
z<*r(S5JjfB?rIxx#%8umEG7S8Cz1m1hv`U|xq16;JqIEKmosEQ^^M7g^_lZN39oQ#
zz<q%sWAAItuf^+iJyv&1*D_5<%Llko+9!j?1$583I4s^9b!P_smj$3?F}Vk8blbBE
zeIkIb$$du`i*z8!d<1KpP^NAR!O9-_J#gN_ytt6Y{OJ^c_5=B*43C1ijgOGj_4AQF
zJSYT(w*2RV(Ewu9^=1CSMiSah?eThjkn0&_Al-D+8heOMRA&7kAyN9p_P_lq%Qelx
z3aSLPARB@3!<z@5<(d~=c)P3_enRxQq+Psf_u*$2b!llc15!S(2x35|y9vP6zu)Q}
zW|a!2Dq1_e+AhZPsea$l5bdTiIm7gqn`V*GXNoamP7KP&A0Q%;;t-c7Hc-CGmM5cx
zJjIQrpp|+0wtni!(^vYHYjXBq6^MUR`Y-so;_*4Nv<l4)XT`FL!bgHfUPvXoM09$o
zOaQgQK+{)Atj|UU@9VoWj~#7-PsvD$<Egd~B@w~<4r&O8^k{?bJ|&`>L$%{KwZ*&P
zXB9qvyyATO<ey{5-<^FmyjZAZ!X6*Z6(pd^4hTpOa20kLFGEUCY!^|utRj|VQ|h{<
zv?w)iv3im3d(s2UtF)6B%>bess(JT3;c%_<&|mL6C2{PIYL8~|I<O?xgg{bJ{tN#L
zEmk?D%F7wN3YB$Woya>A7@@y<i8)>7!+CLZO1kPU;h69=%okQ0Bx_a9kzD%{-CG5d
z%=bB;Zubum{V-KuR<n1s`<AdE-;>}#4PlFbwBssj(f&9BC5B;U>*QOCNv$M|t82Z*
zYJTCa%7P|$$X8De>Nnbxh2AkvNqUbX!I)A>&);{WpK;3sL|`xTB*j<-15$DoCjV)u
zDx}}&RQvf&HAmH~_T$x_gyVvxNq-(oXphmdB26e_iImWo#VlO2wj4D<T()%J=r2P<
zk?7uOK3&tw_|orbFrRCZ^Rhm~&=$Sd^39>Tafc0G8oCTKq1+ju1G=LG@fkd$D~%i0
z`h5K`OompRi2y)y9MnpA5ofq7;N&eygDe4kOT~49A>o1jR5oq-vIV$_uk8yVmhvf~
z72=aDD~q9B&%+W2530XM^`T}Vp>FK%%FwUxs@VHU*h36*S0*cX$Ei@|k2&$E&?UV3
zYc+3g{pYbX0<Dw?dpN5t5i7_6k^N$QwVUH?r!UP@HYP$}daZ39C7a%Bb91p%ywnt!
zjjNkA5Vhh0VQF00Y(i+9t4Rz2=(`uOvXiip`#|UCk-?mkI^VG4Po6(n%V+7z&J7tU
z$;%88-;IX&u|7a79Z)z$D^wr6xb%;8VHVZVlDAM05n*<)JRF>am6evp;Q1TimJogz
z=58i0fqMsJ!}mIrbuOeDtmJnpZwfVx(k3;Ju-A0D`K#+v>cv@-T-c)S|J&leflJ1}
zbeXeu)bev*<~j``Xo=}nMzTX}xNcFk*0%K+5bewq>(LTJ*uzEC`i_?&@7KXzXaO(R
zi}FZ3mhRe)H^?s<RcCmzQd2>~i79zCw*Ys+|0<AtHcxVVEnOuC$w7XwLs)7~jx)b0
z_{e>8%M?%dk_ycO$KNKuyH@Z%L~1fBSMF@r-}~#;o7FcrQ#0YkH_lfmuSj28?Cv$V
zuX$cS>fBFLnFjcz_L^llVZ_|g5i+xe)+;R+MMK^)iv>seuKpKoFdy<`^N-~P={tII
zM`n`W#lQW1T{T?h)F<LFa}LIp3vy|q(oM_r=6O)tv!$aF%%hs5Uu!{tlRv>xC^<Dd
zvr_xwnvRnSyYm-pj-*ONAOG>}`DA4EPlf-U_j4_1b~mL2r7fJVoEwnxd<7(IYt@k~
z)g_F%hoQpYY1r@;n{85Ng=2=Yqv4KNkS8!`)Om`XbJ8gSh?{|8)FX=U>R|<HB%tG@
zjV*tJ&F%rz{Kv(eZ<E34SDe=$9#6g5`*NrH)h_0g$3umm6&W8hjstGa>r31U4)04|
zLHD?o9T!|$yh{i}J0fK8EkJEB&-WmsOt8kMV+ADbc&!4pJRbyx0dzv}N;lWYHWjd3
zIEh4oJ1;F&d=k;@UeMIkvzmPS#z6X}TJ#%)T}_peLM3<U<zYr7X&-F?{`tE@feVN}
zoCHFLq?AtR^gyxOOa`Wr46#Dp(lH2b89OHLq^h0`EN%j=g<)PBTu+}HhBSk?p@SiD
z&JQ`b;jMuX9Ug%bt82SU<G{<EYRuK!QVY*rxr{s=8}aKdgk0s|#Mt3&msiGpA3&M|
zRGxvyvwN0?kGx*|9FYSaF7#?|Cw5aBXw=UfPfydu%?k_r<BK#co(4eeZB6P6OTc9f
zo&IO<7Ns;a&3{W@;Hy2w3%!Vxo_m#$CMBs>LyR~XQ{plzb{*uCATD*OgHlBbZD^d0
zwwk(LV((0`%TQ->Uf%Pfx~fdrLZA!BL&3n41uM%3eyq10nb#9tSg35L723vPJq?@B
zYZH^Xai#pJSVO1-UzproF<`EHrO56Z?@q7#Ryvs~+T5r+ATRiWm{gBP2H7E1AgmVn
zKJYHTh5>UvM)+FMUlXtfgX{#Gf#DdX1RYod;Y33NLC)P>zoDf}!>x+jjCHws$b&V@
zuRvJ);;BRX0N&5*I6USKJL~S5Cc58Lqosxsbkvw5<5tHpMm{dSrGvWV<T9`9(hdZ8
zh6oEoY0aJS(6P<SQg3wi2ah@bu@;h`@y?4`Ek|EK-8nLgsHh!DX=pmWb5$7fhu%DW
zfP76tvY@cNyE1L(yhku|uIkIGOvky1^@pW*-a9^;)iE-^Dk<)0|5wjad67dS0IfvB
zr5hy0@}OcpSoKiE08E*mfR$2$sJ)khzzOQ2JZh#SMj3)>XdS?0=Bklx)Rjfmz8cGd
zE|Ku0_)2mPnSvTeB-Yjw^tW`?QlV?E>beA!0VfL&)O>jA7Wn+`2petOo{F!VCb3`y
zA(G~5<*FDI!jBQ;ugm0*kuJWhXgBx|a5u^AZ<3b9&KOPN{Iz5r1G)V{)V=Yd_jii*
zEEaAX{B^v$s8ErQeRW+t?$V^<uZ`PR!>i-<9TuMbye}L>`nhq{f_zd=wXkS4rg1mo
z==+aH@6rAmc)R~;*lX?SO@5H@D(`UckKxgO07qV{<jVd=<4IphF+16~R^8l6*;Cll
z55Lc$QFRRwbn3Ijj0xe@vM4f2FPW8?SAIO?IU0X>sP{EojQ6z9i!I0OdX34*g`LFy
zss9H!vxwu3e0w$j0Zjkw<B??-?fW8?FBdlTBs@QIu5~)X5cAf{6YA~3_N+fhpd{kz
zD?>5oH)3^bCKQ|^2`QuX+9)STMue5Qur}{DxLp1qn)WH-u{YxDTT1On1hsRFGmN;8
zd_M-vM=NZecLNV_Ln#!QS$#RQ8@zkfF?xr5shGMPobs*kuJX-$ZSO8DzLC}`;olZs
zpx5zN6nXa?mdnv$aE!TT&&VCw+M#||Dh$h~&22|IPzZdpb~D|5;_0o9v$BTEwe8(`
zl@<F$3UD<bo|a9eB<E7C<C#9|u8*2^_PnZEZZ<;TZSl0DtwGJ&UuYBp>qF%zC6p(N
zpzA0kzi6lHjzRse;A#d;D~BYd1n8D;`>qOD2)x~tyrpkE|Kypn{g1_-J8Aih$Jz9{
zHccmw6#Lr{Z?hjMlS`1t#7s&DQZXj`>*F^;8MmAaF*ug=uQP3~^7S#bpW)>do(KK6
zGN*M^JVDVoWK#*8L@x68o<!emB=vmQF#{(3m~~+jaUE{sd?VYvLss_Twl7Ma4H`*I
z$WK!tzAdCCV*S+*SPAnAx!xCo8Qo{^n}0L;#_z7#RyK{wkW!ZT2N*u7XY$yaa0ILW
zlo{!_f?Nv~OKm!`@|6hxuaNzziFWWxF?4F(P0Y?0#eFQBv<Irn`F;JV2(@#RvJxe8
z@3gzgG|zWGEr$%utn}n`(pr?>wSRKo=8SRZnBJ)zl!DB7SP+?gk+7$@KY`wkEt&xx
zf%@~zxN8&=ikPJuajLe4iF`$P%`iU*vl52L*bKlk%t6Ps5W_cqH^cO6wm_VlIrrmo
z)?_aYW|nFrLmy3hyMV0=C<F<e9B`=b-<{eV%P(Lr$tg*V;qylz{^N}E0kc$xEb;aW
zk?t#qpLZX%bj?Iu90*%m3(L~?wbg5;q>v52L<jXrzDW)fSLuV`=#Ag0FTCnGq6>qR
z_%yR?3rUJLeW>?odiwNxQ+^4V6C<6Y0R7RtI<n5`=GjOZbp&3Cr@ol)^coFtb8Q@5
zZ>Y}FT3Mwt+CL%kgpG8R8u0C<i;3+OYbTwEwS_6{nrptONv9%ns6t{F*BCY`n!G1R
zL{Omh)XwV(VgY7+F0nH2WCe0^DmqNqxzobVrD`H)3pPZHE!>$_8i#ql^W$%()k=*|
zn*aD9i{BK5B}zGYxWXs*2gHaG@F7C)<jt9=;mVw1$uTEa(=2@@luBqcoxs@s`1154
zFG^zho1hLwFc+oZ0=;ApwZ?pjp0ZqvXi>vc$KP1-j9(`{KntG#xRepP(M2%v!lWvH
zmeH`lr~F702rQeqYW`d^dj9S59rEN-VYXSV+6(e9R~E`UZ_CEjHx<7ez%)12kF`ND
z;7<^4P@tobGM+>RHo;O?kmBa!?BWNp-49R@W%b=ZIX>mce*isGzu=$gA1>X+9IYQn
zT^84IGkBTet?^3p?ZUOq+<O4I{@SH*XNg0-D@xyvEQqcz_1dI6E`%hb>06HCu}??F
zy<TcZB|$)L^zYLiZ+RT|Pk}B;{Ynx$YWAYCXH=RlIlWgY-#6baUSN-YCdhVd)N9s1
zo9Z#Jax@pyFP2r~qwcZ05Os+CBX8!$+A`s%&A;Xq5B9h!?F#%6+fClMcjJSE%y!b;
z{K{^>_Nuw9xw7_M8EeOQqzG^SDZ%t}v~&cW&MJrAdt0pJ5qMBJQ;RGn+Hkckw>m+U
z>AIr%#7geDrnlSe)L^;Z#mL$pCC6W7X9hdJYZ#;6s)Er+V^6V$Q>S&svT;p``%_?l
z2|XlKbT7Y91)G$LJ@=Kht#&6-0j`-gkK%EiCVYjMgWZc-!S##(09w<2hs`(WWl9pw
zQ^?d>qNFgoe;|o??WV!quXZ1;eoQ)i>MypD21uDaFDNm)Q*`(k2-Q;r{vg1!8`jI#
zcz|~Q;A+AN_ybQTiZ_wNt#Q5ka=}wU_Duxr0k6AIk3o=>ua^#m?ggU{ovK7e7>=s+
zRiIr`?*m(6@SRh4L2(_pwXlO8LFxqI*9DuM)fHyNd~Zd)r?)K2G$SO<4qa9L^LTwh
zq`*0C<*o$&i}?4^JMy1>U&l%oJXPOVkBnPc-xGU$1Izd7iPj0vBVp(zOeedNaJpmN
z^uZe@SU@|REF>i4U{<4PWOS9kMwT{xCYHm=>u4zbhN@2%&VBL8PoH}!qVl5;G9RSu
zC8XlVhovL!-4q=DT)&X^u{s!?nV^5@KYp8<C3L~=Nxa>)`@JUhHeNYUgL5aSTiprY
zTfoIP06*+CEXZBSH{JiL)+x5J7D}5!>9~e2<0<$Nhbhc#5A05eCRt~UqjTyhUY;@x
z#dyFPu<)wU-#uMPkdCm4ukS5j+2XpCQO1x5+j!mY$`R<!sGHes-G{HGwLqb7It+iL
z5Ggop-gBG0ydmMzY*r`L5bo(osPkGtp=wDmp2P@iA_rzkOOED);DYsxGCu87-;0KP
z{KC6tD^l2bVcu;!E}rvWV~=UNfCr?08xI9U6Q9gMJj+Le>s$BXcM?3lcKj?P(;SUH
zIj55OWXSU4sp3WjAv~7D;J4=50H-i>^OCNyn8zMQkg)aE)ggP!<0%AB#0`(hh@$q_
zW^eVl-1QKe3wQp{+Isd#6qC(b5KYk9tx5=C>mIElkYBakU``<Y5imT%&(Ym^p|oBL
z0oy{89TB`Xc`l@sXT2&FO(O<AzTw%hX}#k_N_Z4vebYUr$(q0FLre5$q*TahcsWnX
zl;6kz8e&foE2}8QV;jt(!1<Pw4(m#P*J3S+o;pDd{|y8%H7d3*jM?gdYC64IR9srJ
z=OQX|1N-~}EMa$^c9S_odiStb>>KDIde^bVqZ9>fZPxkdot(lnw#k;JS)^1!xY^2+
zy)C9p(Xv|bE5(KA-4cQ0Zx*o;Gtb$3l>N|wcRrKWs6+Bxh&;C$85gPY+6>NBq(1_$
zTa1?<3=5|&c^GGpKorn?ry4sp{1oz!`5B>TY|pTm`X-&dq__tGt5cw3tB7kD53U_(
zmewLcVZ5?%horyow4vA^rx5)-D4MqTyaI|u1wTJJvR58?39SUJU$TE#_VtH%o<Z(?
zfju?Ji^f0hri&C@1EP<Gav^JlO0-YjR^cHQF*HI0nS}2!?C=RZ<29zwuE3)rIeG)$
zP~xy(GVVp*jHTC}Pm@Ap6QvX7A2=BSAB$kV__7+RYZ|c*W5CC7#h-Ds$`XcQne)&k
zYgt*DZE|Z}IJM*HE;;TOF@4-PyUg9MiRMV~&?3oVc>H<EhC@6rV0|d9LzhwlAhws-
zlb0}+I7xeCt}t&QFg&IVKg5t#7~*?l9ijji=$u@wub*gX6s$snsT(sdd0RgsY8f~_
zMZ?j3;h)_&IL>Un=N0ZR(S7gk212DKkZih|<y7z|=wy!z_d2g&oqP-gD))O3Uzoii
zN+w8Ie9MAE+w59;QK8%z`|x~ehk1pJ&Uf*D0|2)Z6iQQuQ&Ro`R2PEZMVX{dz1Zhe
zzt(n%SvIL&)Mb6KLv%ehaPzn$&Rf;xPLJx+y^-YbjSeUR6$jt$em%aM<AYw<G8`+)
zKDy-)T0bBxvp_~<j2Uw#a=xJ7RSN2ax^%Dmvc`0TB4mvJ_%SPc*RphumNN8a&mu`4
zq}}2#fluHC&YRM9BAeg-0g6vHPInYNdn1ti{d&Ba+(*&zDRxy+=3KS-o$+Ctri)!L
z-Ku8fVUsNvkERw<lB);9YcK?s{sLhe3c6DYfN<ddSps#nfHo6Eo*<JPrWLXg$H90X
zbvh;nNgT)qhF#Jf<>0iBqh1-oUOZ@QOm?|gF6oaa#^Pxe3{^!{wLkr(swrCnCkM+;
z#b`=ZD}Jm{ureq!5kz-v^Fz87hYScIVa|`_hgXh*6s6{$>`6^2yY>FOc*|z-2;Fss
z?$$4Cv%dfB1bOq}ak&R_8&UB!&*f4H7FYE2E#ExbELpnd{Jcox6RTEu{2}4_4+#;>
zd(`B$s~zj+Z&Yu){=V>5z~q;t1lz43LbSh6Je-w16^GW*G2ckil>utqoc4CAoyr3%
z?v9CGf?$rc75;e8F7PR5KCrZ!{C$O^S2FAch{-jwO%A{wn1;MKT8G6w^MNoK=OVfY
z2B*@0N*l8OOFMi4Hxne$iK`XatAcPOH<=B@!MkFjQN|7MqPn_LH|IAO+_-M60baa*
zn?8&_{mcJ_q5~w|ska3Fj<t}upFa@A`-T@UjH_ROh8rdh(o8beTRPT_%S~&fhNo-X
z43TIbZk+m<hM<0zo{-VHr8N&e-gR+>^&s3}6!)k2eL&aP&;0towHa*rihyIMTQ{kZ
zFJGj3>z@%}IbkfEpyfb{OCm+y&tQFwnP-gR70x7vX@yfcbBKJ~rqSrY)9ME$&cd4b
zr&)gLRBqjv((Egb<b#nQ;<w27T)U1{*k_l6@bRYB0mQ{78jpYw7G$K8%?*=hCglfJ
zBdQ@)Xg=aFQaA2G`fA(;L1Yg+>tQ`Dohgir@F+KZtDQ~Bf&T+^iy@+TL#x&42#iX|
z>M9aFs!p8dk&DS-7~~(|!p=Y^<Kdt+&8M32)QFv}>A%q}tk2m!_%x`yVb#%TM+TlI
zOzsT@Vm_OCG3wR1&~Ic2WQ2YA5rFkftrBNGoml0Wd<6a2(-mP&NEU^C*n`Wj?H$`*
zMbwI`)?qu5A`U=vC>^_qTg#7jrG_DCWJvVu7A(~@E-5QilSGbbjUo-C8Jt%%ytw86
z3B3aK2T$Lsf1SSOq&kD1!}8Nlr*W{QGFM5866&@cY}_gAI95KyV8y||D=(&}CPhk}
ziJ`M!Qh}~XHO{GD;!?9xU<)|5y!r?A6N5#61Aba&6lt_JIX%Q)_@fU`hvOS6J~w{H
z;?=dAokBIKK=>02?2C+l01f4nFM-H#>LIP-duT0>G*=<u8P=PKdJd@wvva{~O01MU
zoqJ9+B`x4m#}|Jz58^YNC(j--R|mr<kqq%M4{wf_;UX&bsFbH2{=&y7xNy~eoTZ}z
zd9m(7*wxx!?Ct#VYSXPxGS-DEk+GwM-Wf1^I5`3sE(AixX$QhrqnBR+e650b<FTth
zVU;PLzQ9zJ)KM``A-ep<b$}cAPE1M+e98;Q>Bj1Sw5(hrLkq9pKX+-ti>@^WqTJ^#
z&W)r@LsoE@KN*}VDgmm<5-L9EXYML0cC1j{B`nfiw-QIL^mIv9h>M_ZcN1%xnB806
z5Q=}cmmlRyt}~46e9mi8f}@wCe%qxLnF73!r4@#KpQi=f^O{EMOvsEX1>y2I#Hl?Q
znN4Pv7U9G~Ds2D2@+k-Rg%Wu9wRd_YB?tJUTs5Umnk+Q(8XXXSR4;2-DcmGWnaViA
zrl(88v*fZgtTKM4RS?Vrh<3A$fQ9Rar<{9lWfsXWB0Y%l#xnJttxu&vM-~hgQSSi1
z!f*Bi{!25@{dLQn$Y(OMneofAY|em3{c`wfwz+iptz)hJ(LtB-y-Q=P!SK#m+F|uE
z1FP@`aw|1XN5$2Y4jZAbtvQ82s-x-!RYbMn0Eb{pp`vtRk6j&9zDi-`LEh=dCk3J|
zE2S1&N$K6GH<5a-p=T%IHscmD1(@bj-G~^8B*oNH@VX`V5f<*jbz*lquA?QZ7>C|5
zIz2I#lroi(M<gcbv=TZXN9pRY_#!L|VcHniNQ&O8wzU;9IHnq4IgJXk+8c6_RcCNm
zzR2)~(naV>=gYM1Q6|wZK1%fh)v2at$!nMJolGJ~T|GO0w$1CRW>?{!+E3MxkD9kD
zUb+5!H*&sz`iO?T+_8UvbOVH~K{*mjH=fbi4f*OxiF0&}Q>Vj2k4jF5?J1xFKa)Az
zEaC@vyVfHg$f!{PW!ecADoI@BQfgX_yuSMfy)t)2g=wvxAUUCRAN)OU@8L?M1O$w#
zFO7D&=$ncu{q$!E_)Y(STGN`3=2%2#%-oso9+_VFJM9+R(sI3a#4W11lSOB~G+w5J
zYWpDv4-uI11jqx#Y&6GEa>{c<=M|oxkXb3l6XXWg0jFfvBn;PNF!UX(5C@1D_d_77
zNh}dor<8D6*Y{+Nt*_}X?29${dK|l(wutzS>j+(=JZK>&gz`X1tUpdg7kGnapdSQ5
zfT%51q-S_E9op*7l!x`wX&9|(;HG>#ex}vP+f=)eqwRt1A7fOee7m$Yc5&S-@5)fK
zZ*w#2B9`Zp9+DNmy4@=4)jSoQ**&Asg^=@9LbLN-0&HVscQA(Vy)|1j71F9pg+$C%
ziC1x-5}z_h99a8&wg`ELre?5WJ=;-j(X4kq<@;3udiCAH+;_b<&(0a2Ra3k!cw6yX
z{5`X<H8GB_KwzLXV(keG8uR(8%h>yYl73mYn3}=CP-4?W%OnSLY-%t3)W;kVr8}-z
zN`2ih^fxJmFmY7z_j}c8m0KWO?C86Tv&2pqn;d%jDQS`>`z8G7KET+xnUq)l^Q}(0
zl~bOs1hKdfdfeoJ^i8P@&5zgY1Vt5r2Ff4ZYUjI`-jv>a>l_7YU1%~FGN0J}!}ai3
z3Ap1g)!7l!?N<h#?TR-gK!sPeUNf8BrZ*yw3Aw!1HFM1xo};-k@vJGD5q(Euv;~GN
zgou$)Me>xq?UgZaFShU87eq>X*Dl4+62VGO-e(XTu-hlHbmre-j)PW<^p=I~KHloR
z*8fc5y2IpGW!`)F>-E&|%Ht50FFIm}`6Xu7&(r2(G=b1tz19>*$YL%?GdULeN2lQT
zp$D?8-iPIq&Ier)Mm8@VES!T+z%I5dyh@eWGH;JoezzR|qe3&=;U7S$Z^KOV?5SY0
zG=YNlINA5p$xUOnz9$`=T79YUk83WAB8wh`eu`=!(}*w(m$R@+K_FA{CIrEAqsBDm
zyF82+YAtEwVgoZ2MWJCL*%T2V3NvmFCOSghQE-Si3?}*Aos(q+$&-&({%!npm^{0b
z!m>N+dNxh&&Gf6^iXTfgJH+gQ1<p>Q4`>*_F*soMM(P2{zbvu*uhv|B$N0Ta1yaiN
zEkd*kUVZ1+kjG@rHR{K;f{w2j6;Q9*JN%HLr1(`tXh|&pq9bV?MASl?%dV0e$uSH!
z<7v8!-l%82gno{!R}*EXu_+$gadfbV1skCCpNCF^O+q5azj)tY%VKb|jZn`wRo~2{
z+L<jqmwG7Brl{xeYJFu<N^1XdiG^A;-6Ldr2sZ7c`@!!ptbrk1`R978DC+%BW6BXU
zjT)0jy(X9^#_<^cML2{L7(_DywW*#=4#^j&9WuWsChxROLFd5It@CUl7)+O73XFXM
zjZ(21HoX#F46+hPK75!qy(X4Xa-jG0S-C$F*ItR_o}KUPSCCMAV?p+scD{f9LGI*U
zLA2f?koUlA=>#QR=C5XiVvLLo9VcXP*HTT!Xai`OiZxxhb4KPR1*{kzE7R%0fscko
z#Ws`8CCH%Y21tDhyKLj|Kpp-r-}oQ>S-+pZ!ySPhc@W7`2H6n;!^i@|5cNQ?WvS;W
zX+hFQf%Erye@dKSy)#)WjzJbT!OF@=;(TF#(T=b?Pn<#mn1U>6V`4{jta9gKk&KFt
z>I{M-Ii*=o-*JQ-QBzkIBs%arM?0Tv`v;J=`yrfkvioX;?B1bVcFm1};rt?8Is#Ga
zY|^+<FM^mwi9&^Jb=8UE1hpMw-25qJ6DH@D<-;uVpZ?M6+D>}-_J>_3Mro?`+r@&|
z_N=Tpko0dp<Ci<fzl)Sr7c4GYrK{~NSQey|DK$m*<R1S8xSY}&$NHY>wWp#JtD<AV
z#w0HRhq)Y{8WH5HWffrx^|8J+u#e%-ijJZ>tx+P#%OJ(bDI|T((=;Dq899{~Gc2wn
z3X#c7O)n9&`F8c}ga6F$rOc*H%B|0*{&ZA&H(m0#I;E%S@OA$o^sm5UVDeHsE24G7
ztFB>+jm;#*lE?%tpz{t!wWS@ZC<^v+aNzaN>RnWNg78#zn{Jss*0QsDpeyjcG~f$L
zER*Q@`?c57{rNi=RomdMi^75efVAQ=wcidi3nKhtmoHzpOJSQ7=X0^cI?F=}vay)C
zS$$s@Tc>je2K!N>lsE>%F(UFq+<Y`QF-V!3J#ajpQt#jiZWwg#UMr+9^6ac5btrjE
zZlbRaZ@gEVcU0TgX@>^^6g(=q@DK2mgsy8U3pRVdrD$_c;C9K9=v%vAk`%XSg^yni
z&TdUvr3;Vd_`#%j%xsm26wB-Zex77nSDF!9l%1DRl>7G%S{o?sDUeMJI7F;#=c2})
zLhjTD5?bQ;Q&-%;SfCf5`-u<c_aspr{sGL<hzkou$xIyx{EneIA4FMA`dZ4R2aHwv
z%n_Ak4+n6Kqsxu$ZEbEyoT)%ugdRgn03Zm2sHp&2GOJt<P~sL;jv6e-KhTfXaE-d%
zS9bQoDY&vgy3NlG&AvNIKi&&#<#RS?jgGj<Sgb$EGvzhW&}OHfyrt@RH%x~&LyFfn
zJld;TttqJ9c~4V6@C2gvvGWMWt6ayZGOfb{n&%xBYLO-gj4(M)_7tKHaF`E2ps$yl
zJ9Z!af|)*t)>3y_IxPQ7$gN%d*2y!pjApwI&6G)n^_sW#A(|(y8yLx>S8xhJ9ZJ!D
zwjyY;Xd6BaerdQRfWk}To;s``aBg1=5np(shSBE#vc|C`S)1kY1mJByhKvk&MVdvJ
zW=rB$eYGr8N|vzoKFO*f<G=ekmG-zqonu4R%|^?VhpRf;jp$6nu{Ags!9|;0W=^lV
z!^c$16$o)?Sw`w-Gjj+@oI01Q{Tc$1CQz+_5D11K$s66nd3;0wK#)`g(DoZ&QF#{m
zKI`_m{|c}9M4+q(NI@*g0q}S})>EDFnSb3N`ShswQx|u59R-IYqN);}yZVv7>?huw
zjc8`B-8j^~HkF=TA5qT!qr}90_VjlA`UKa<VzJE7)Db8f_s5h(i$i^}v|i@<HxAVN
z@kq2=S!p~GH2gh><62;sJyEWseSMs6%-oE3+L86D?(v+V?*1y&*?1Wc)$ZA@8;^X-
zB*!u~87@)G37F}}#EPXxngg%pJEs5A6>d7^#n7k_Zjj_)TYuF)WLEJz<w7k_R#DWx
zWgKqPAH5;{j-mJR%|X<%uhWoeR<bN}@mf7fRb8z(R!=#@8fter?}UxQy}<mB>-9a6
zf6w?`s%H~^F~r^5KMC2?wU4?z9j-$vIktd%v`d6SJRBcC7~PRiJb1(05g}GhaETV>
zUC7p9e6g2C!+_BcYij)&L#{$X7JUtMY4*H+Lh#?U-xNiz%g66gTPJOJ3fniMS+BT<
z_l!(&lSU&ClOPiL!|Z>6*W%3tzdQcG7goZD>4)|ew`JEXCdS-OB_G|QRbf(Us83Sm
zfBL?jkVWABHsc;MLP1FM@~fWpFisJ4tjFyZ-cQ@xbXxXltXJPGK9REMZf$>Sapha?
zZKDAf0~4H-*6+nfR0#Eh9kSd5<q^?2KAN_(m*!%K8z<m(Ecb~9PC>CBfMlqHBUDUn
z$<j1ZEmgHYz-1<T`9ZV)jhMaB9FV7z50&v}V0#?L^bcz$(YIvdhs>fm<&|8<$cV2k
z1J_cSNTYRs)H>+m;hxhx7g~|kJ;H+t5Fh`KqI2<Q!u$WYYq>;{OC`5ZOjGW+<d!h^
zU8s#jDVs(vBYaS96_Ly4PHww0N;b@;h!o|zp}Cd236)!JeSiD?3wvxk=e*yq*YmlV
z*<a(khgtCIwezC&U(~91FFfqFn!3d_ai^}N<$Q~)h#JI@8rYNxba-#8B!#Rc(~KS&
zy@5hUL}LVp((BUFtf6k4t2P@?Z+z3ssb{#M6mG0gy((9uR_rG<>sPyW^tRZ`gvl0m
z02Noxm`KIzYBgdZqm6HD-3e0rR4T|FN7}ktF(O-)jAt?8w<s8S7P>X$9ZD0AS=$N5
z5YFI{To_8R4Ge=wgXnxU4Iq(%?fi1`K?&%};F^~XA;Bkw^X~pg&EnNL>_}`cfRrKg
z)_dL`+cPJf0tyOd)p4y#QDu5%<Lo~AHv*J^X$`=U<=LBle_w=h*Ll>!LK$&Kw~*~N
zR$sK>_2LmGW5s!5JtZVFJepRXUOu+<)(yFr8sk@e3l%7Z5^r_fihht<4E*>+%e8f&
zN&Y>zuwdCg7A|qy@^`mNNDz3b`1IE`Sb(_S^6?$Z`99o&^D}0_|9C9+$;5x-OH~R4
zn&*~##@<sIto9-P4aDPH>lRrfU?rxDB#>q5_BVB7e5jW6((QPt?BI?vC&o0ScvUTs
zW?lxkSYYU=kD!oi_X_CEP&Z_;(5hF0)3Dcr9Z`OfI>^M@a>K|t=UWAL^ZH{mtU%a0
zWQ?-^Lfhv?w%O*k`gB-MYL?H%Ufs(gAF9IYXA(dTe#*k%0Hs?Yj6%l0C*`gIaKKy|
z&+FPc6SWJGs<8<Qp;Pw+?ip%#{bG2XuwzI~tPEQ%+J&U)<23LQWokkz#GM%2CLcK8
za@k(VLi?j(+|kvdwfpC_7q~n3U+oDew-ZiZzB7CB>hZIc$gYj8TBuC#>X1Zy!cYnT
zWVK}JuIMGFw{AQlydy(28S&ww%s|6Xn5*fHVVX=Q&1O9ppuUO;f*8?7<{cp{Pu!!6
zQc6;F8((19>=BNlwh@y)TkIu-C>DmKF4=SOqWokOj|BF7h~2WlbK}krm+3<dHy;>1
z{(jS&fmKc5ZFg3HOW7?0$qF+f*(2D>Pga-m|H-WS@~_mEHsInO%^n-}3XpTTX=aD)
zuC8X34rXNSD^V4{B-WfzBvyvwKjzgsK&Lov&RZSDY(FY3i@#Ra_Q3v_)XOg%>ve(3
z_rd*N&$fO(?ou?hB}lT##-1fEL>L0luy72g%22Z&A4q;T4m5OlI&_Z8aEOLg`8CL)
zsteO%bPcK^eK4|sWKu!oW`xJ@a|g!Re<P=x6#YsUZ{Zf34}J_6yo5nKkeZS=={F{Z
zqw<hUE{@r0d)K83Sv3WA83nNJLL$zXQj5dcSa6JW^U+}YBSieKt}pZp3kf~Go@grS
znEtepr#dL>y;#)pC7J#9Tk8+vk64OofZv;H;GIYSJ1Hh}Y^Z)D^P6~R?9rA#o8wD5
z%_AO$7{3O~4OwTeO_ue<vz9?bU<6>_po~c`bfR(OaDpGdkG*ppoH`lTwjA9`mX>M0
z^@=&&<>svJ1=6`%@lN9KG@jP2Y&`up=+D~ha$%ll%iR2|^+w1+WL(A1&4Ts6F9#Ze
zn-mHPdSlCcQt@r|G-&gkh9ex$heNEv%2BZUrYWnzEKZ^|n9$@+i1D7<opq}85Bt>^
zQa=2}OCxyDKxEP^w3JAv%o7m*1brK(H55wAY{={$Z>o(BlCrAlWissT7<EF&@g#rb
zkt0`U49uSP-{}@rPJDND7-CjhnA4?TJv>jSe0=H#t_V$+K0gbxxd0DhfCuh@iE@Y(
zOL(tO7mE5m-dY3Vo5rkJL#vFi1t52`%fomIv*nyA%myHuLKA<>#FbO_t1s=eI>nKF
zl4RvuytSka9nvh3D8Ev`3Z*1WxnV@kA?1jaWI`?7Z7B1n(d_ewjbyj&oDK-Ho?Ndi
zZaW8nd?wk6#q)tnWwfNj8O9dCfTmFjJ6B@o*Zc_dj8q#Nnp`ZE)K3&Qz){7j4WuM!
z0u-tHL;JZipl0HaraK2_-g8>%l{U3E(-2{cF^rwff>#hiZl0`I=)H>Ou}mUt)cZl;
z|9D9C>>w?UN#?<ka+a;-16uj?%>$3(f{=S&I?uARHtTErauj*D@rgy{@y(x0&mL_%
zCV)TZ#W4DD<D0UE+ZlVFRkY^4=V}H3HjGs0hnQeb-1!n0EzV_k8gMFKK2Wbz^YXV2
zG#&XPkdX!c4$k5UcKBg5GwBx0B6mw4^ag{tUhriXFxLKn%p(kb%y&}mrQ@OA9`EbD
zw9Wh6{Pd)^5&Fy#;;@*SO~92(;_$mJt)dT=6*P9$iYA-sA%FM7UI?zBaK485Aq|;!
zo#oV5#_%Yq@bc2JEqM0t%qqk_re_bJBX`_{eX5CBxyAE`jSPgtz2`L%XpMz_R|izA
zl&4c}39c|4{X8PN`>vwoFcQc}U!K<+U%o#4%<8Nl(Ur;_u=0UG@mZBmKv|M@rLL4f
zF&n!9_V=-Y6`abOgZ|AR&i$-|g84YoRsTN)I~9@UeQ{-1-i#QU<`g5~v{XV-1&dDM
znCi<f)VhHYTI`Uvf@S|^&!3wH<AoxT%`q_RO`79d&gd2HiYd-9w#@v<np>3j=w`|t
z)=TBU0{CE0)vdf?!xgQ(w@4@bsPbVH<5u88%3EjeAlX2K;lqDQuB-G_SSW?q<UX|$
zNZ55Dwctlfs$;A+?q{D-9L{N7gsts<>VrUU2J8m+HnZgQ)pEK$?$SNOSk#pmv*dyO
zHFv~=g80oI#pVeBv;b7~BoNPLmk%EX`X+J8!1Us>B|K;%7-o3p%sKAlVqDSrE5=E8
zOY<g1#KBQ-c3xqnZO~dgr;+u;dFGtWgqI^B=vbGu`T2!YM1*ZPyT}39yete~+7K1%
zGl-Y`!3N3XFu|eX0_fzGx>+9)QJ%tq0&xBbPSM9}?r*-)50O!s#LbCXyUmtPuM5P{
znw~b;pTlBPf|weN<uU?2^sNc{R?_NbgwoQdNuy{J>SFA&5z6}cMTli!)XU^ux1O5Y
z8{K(P_i<N9!_tiYyr@3fN?_j5_97{-rezc|z?|^H<HP4+HrM5)!Z4TAF2VHIWKz*v
zCiTjmO})o$rbtcwpTCB3L~#cNER*i+A{x2HEg&sAz^nGJS8}b(H|k#Umg9=F;hAVW
z#)k1Vg6;{pK|`z*TkA6?)e-4sM^l<?zV`Y2Ii9x{T`)mygCezj{TtS#P42kqI(FFv
zzG@tWuT=MWB2Q6~dzM~K_Q8}r8z{F<E-l!A?ZL9|L_N{U`7Pk1a{T0zAmE(JZIwk?
zIkwds-b;U7X(c}y`1D;T9tixrcB|VI`sbL~KEGKC`vXw3$YW7at*K&p$9pRBW}lOM
z$be`2@MnTyt7drAlkv2Ml^cPSY>pVchMp(8T!h}v%4Ir;8>~sxYj}<?<qp~!nf(`<
z|6l4H?t>))6K&%Dg9-?Ud`|WnHULBmmaqG~ouJ4?rLdx#Cpb$JOem}m{vaoym=(?l
zz(-33>IVHsZ1#SxP_TJOHMZ`#<j$OWP30oReWRX`hIX`KkN`P)hQoi&URSX#;9IVG
zIR)EZL!Zth58I=BnOi`hpcucDzI&mUe$8%RHRVreZcFEa`9%!yJZ0XwX=I{hMC!f1
zHQ6|Z9K>*eK+5!`ww?!OtrJ#&qwZM+6ac(52W4@5X!xDNylKGoA@{(DlkLo(b!=Q`
zYT#whDEHf-hAW@frr>JRKu2SM0%#w1$<Nuat~nv95-;w`vLoq<$l09#F3HOaJy*VI
zkn{z8l+@($#VNAq@OFp)R*;r{4rw5&JguIo#_+PKSjVuVwj8k|+_)b8qUY)s@B)X7
zMERIcL+ZXmkgH#te;-{`yHI{-=}g_{vX#iQX}*|4;2nc~+L4wsnP>9PyvgBgos7u!
zzx5{WBxvAJP(EuiBnsz4xP%Q<x>EDXvzkr+;SGsk65bRhP0@OjI#wuEPQZ>?k5Eic
zLk%v-tHi0JmA#mAXwB-<7bRny8;SB5kXv_*SV@VK*Wz?AW!moneEDpQ7FgAalUGgA
zd!f)I>{rKrE*KCxo~ZU;YMtZP@|(I;{mV@rc?D>YJqS^BTmE_S6E}6R6kaN-vl5V4
z)TiO*1hVI~sGLJ(=NXh8McleNxjVQ-%r}4L@*}&q7Oe1^CM{FEAgi|PRUP@{v#1A=
z11MODB@Ez9^c{xu;KNRw*sAO^<*hPk)6igdr(n;olA|}b;@}M2H=y^qgVwDI&Z}%s
z!syjk#=(6+>&hnkFH$In*tS6f=okuU@`mab6w*x^Z=6VLt7A}8TPrD}V2Ww^jo8PV
zb+yPYjsAOw3UOG?FE#c{H69_dg+*<&mE$f~X!CDdS{nzyb;0iIU@-JF1Gc8gjixCr
z|N0?!xjPY}=&{kZc{zGjQpgg_A(T*${X4zl%@j}G66M@4D4LvGNRGgIzUBUn`#EP1
z2w6jECb3xs?SW-YG_e0#1pF@4tM*yTv}R!$)v1Xy-pW0`^@RR&dpoqRpEMH^dLvyr
z^~V?E#E6AB5!cO#IX`GVj&!+K)aB85FQf$ftvmq%ke_k4a_0Da%#jPms~guzd{<p1
zC8m%vkd{sv>Y7EE;$|Ql;^7u}?DEW6lGPf>hJst@pcI0~5bLf_U31B(e56#W8s;J(
ztr9r5FTy}g-X@a3H9OcV13l!6V(;AlYVN$Z#^`@}d#%>L3}=)H<yN#M-CR*}k(pK0
z?z7+`_y~=JBL}E~z%QgVKuS2xe<9Dm{Jo4^q)&exKVh!OBTrmCIn6mz5~0u&9Ux~k
zL8=OiQK8N6dwrZ4%Cl0x`eu!*<V_x0b$DJ@U1=pX6kEo==N^!Ed|#Ms{Y81<)#lF7
zsM?|IhWB7xl>#z!oJloQ-rebCL|0vTJde)W=v}ee#lbAgSGHh;$<QJ0FRH>j;5<gA
ztTfuTeCr<5T{9+~K}hp}KTTQP-no*+S%0E>w{Krqg{S?mk$Irhy3VowN57S>3tbj?
z^?Vj-rnNb)fy{5Hbk7}&Xv-1XNjlb&EAx3>qJAd`uSUG+-0?EaURV{IG?oIW7nt+c
z7vM+Tx+EW4)4KSIO!Bg^v?|7M7$w9aKJ!2G*2T_^_aq<V8!ObfC9Uq5-Ic!qd+D1y
z%P!d1H<;m;cUAL>#u)h{`9nXKzdCt^u$a=LPFx((2qpC}r{)8iP+8vSy4-sGgEOLL
z)MFX-0OLE$9Rfm7l*awq&(nVb^!!FWkPe30F}4#lgZ$C6HL~?61&@In<8clF9NV7_
znn`acPXU;Fh0O4vANtZ#Db>Df33gRUHF$#7#fhaV<bRP1JNO`vsAjvUEL$!+rghP<
z^7yra4Tyh4!1}>gN(=Jv1actomYmPHOjautA(oc(CbrcbFz7e5EvPd;M8k}jMoo#O
zzaB;X`st3w`rN30`=F<#=eM*|uSue#wjQn5;myU3u8fJ^Y->MWdvI=@m1}7wE<i?x
zZI3`TD$A)#W)(=<NpFQa?L@awOI}GvFC35i#T8=kU7xtSIug(|!9W`n;)a*^u2%d-
z3&Q;GOo#%bryYAf_)R1GgK8@;8q{ReB%E5{0M1yG{C42z&FCQI2ARZ`iFk=6P*$$1
za7j`U7aw}HgKMe%ACIeIas(l+qwfbHa*!MuOfklN1&y=1nNKfXGDL|KKibY<op~~O
z$)B<ORre-}D&FKf5RuBi9Szg|r}BtlvNagd>!pHaj$B13bd|KvpUKPpK+v|GD!At*
zS=Xr+_Ask~+i!jb^2aVTNU;HYDT#ii9BfuST{6B7YC#eZ5y=DxWROeGCujZ{t=Nnp
z*W5zhH(u#oHS8CYF8`_-&Q5>mUwE%+cn_U|pxFe`P&K0?N07jJB%_(Q;(c%QCdLo8
zM5DZ+%ik-$Bre(L8BoL8Y6zfW{Cbu{t0|41HHIR&0fDk-_8KNg)zq45G6E+J!@<N&
zwwxT+j1H~WfZd*u6!6RGwXC`RikBV=*#TzeQSdFr-eQ%%=o=KI#%@Aj`7n-g-wPgy
zEWhuiKm4V}=PingS`KBD*UeWgM<(5gK)?}YM25R}02)(0#@^LlSR}4H7Zo44Y!Zph
zz(71}s+hF9^GQ>>V>ygyBeuQY3q<}~*a31g6K_f5KF2*KfQI|ySbf_6zX4rZZ9^;Z
zGVqjZ#KiZe@Q;^tpI@F!9m*a`d#61?xw$><m~A$IB(tsz`{e&2qR7{%Of^*vajI(G
z=MfP;p&ML5m<Z_`+qFsR0;^$2$?p*tg!J@YNy9(6&9=5tj)TL<6lcp!?O9Y@JrZ^1
z(8k6RK~ByHTn%F`dJm7dQVaX7DE@J8j_ZAG<wSIKv57XVSN%uXYwpBsE^*ES;f=7|
z9%~#jw_ABZ4zN;ifC204*g5QRaRDq&+5ae6^yQ;>(pRBTH#hlLX0!HmGmmonSYEv*
z3b25*fL=r(wVFYn56@?9v3AZF));PUg-Ofq7x#3${m+-Sm*C<t>bPpwIy~~R^>6yX
zUiN`yJ?6s9&7jTJ`*T5r7~`_AolC2<?N$fmyK~=*%}GC_B(v!6{-WCky{^q;R$SRX
z=_2q|)4;cg)$oO%dhnbruK<W`XwvLS&CLr7p5i~ohHKwlFgBP=OwEeTAPjRoBfSQ7
z<edrLd9{U+876jBo%A3tT~894=||^-V$nuY7F!c+84$`=Z16`g^z0|aH_y6@;swyE
z#m##ze<St^H-nbHPDRAEEe>@VlEd}aaI~AoVLQKyHA0&HY|o{bc?G_kSPcxYrBsJ=
z3h`Q{baSUrlklA|x>vP9A@vRW=#o^*Kc%?~gsS0}A#qH_tC9D=1np#xZUBbS3qiVJ
z)RdKn4VUcL7+%7HV997~{Z*E9?#(y%OPg!HT1VBEHJZAnm~iBrc5^kTJ6iujO<w(q
zs64o4d_GKwh4X%@c3*2v|4KLF;)($cC{qu6l@G<#bE;Y=R*c_xTOLGBmvKImY~FIk
z#VpU|O|#;GW@*msC*S^_uMS`Bs6|%D+UqfkMIFr7ubZURhE<==Pg*}Ki9{zF0->@H
zdJ>5bT;cD^`<^glHI#uHA_k880HoBN0;>jwiyp=PKx;Lg29FHDKR94s_oiB?DhKN2
zDq1^hTy`J2g#l)P<!{KN$eZg)`Xht>W&mVRm&sX>g_{OuX8fA1qXbE{@)*gb%1{gO
zPhq0>z|C_$HgR;v+3TOej+wpl*XH~_CfU%-j0n6^;rk=Bh4PzBQD0+@*hXesJ|vVj
zacZMo2bS5K=(Im9Oxv(Aiu~hMXJN+Gd^3Zn%+Q>Y?50B}jtj1SkKbmJ5}EBlt#`Ss
zF+Cy+Fv%pNp?j&h^;ot~SbY%W^&yZ^%;t=nN~ew2c%12BV3?OMmr`{0hw2VHXD>O~
z=|59D-V1D7Zs4ub6=9qyc#xKR1HiU=CQGUj#0zLd+i6(szqR4BZ=yi*?fI9%`9bN)
z%8WQaXJg3jo{O~*va6N?J=%zuVO!aAcNXL6WaZ8b_A|IEb3^d)cv!pEt3^`qqD*y|
z9kNo5Fpvdq6t!Mi3NhKsknLOzyW~~lzJd@zO3MN`4$+$bQIC~zdXkq55EQf)5U3WY
zT3sftt|W=oa6L}+elGhXGyLF+|E_#+^<r}NqO_u^UKYki={1s*W_a_q6_p<KW)0l*
zAM@DcMH-8hi*k_PWiYfcgtrCLKQ`0f!Gh>3=FjYVoj!kR`E_kXd3sL{A+FiBc~`A_
zslLpq!be1;BK10}!{C{cuS7ZSq6l7!tuMpYlc72}bB1qh1jD-_1=?tvy=5o#cE;xh
zS5~uS5Ev|(x#s4kk>cTQ?avARh;0zEhcn+?@f~ks>R;cIgqK1t;XA3_X!q`wlWRu3
z6rks=ijeOe@p%?j`4qJOgEqEQG6f*9ru*NFju7A7@b~MBr?VX2=jxu;9yhN!I`;F9
zkJ9?bJ!0ewbwi=Hdt?H6!Y_Q!a3XkN(g{*kD}AhtJ_*XRx>4<mt^XaYWkl4Ne58@{
z;gZg`NO2}Ud~94=y{4iz7Vo2YeO0ZeAT1@7rKzvi$F3@-2<k}6QOea-H9$AyFVrcd
zw%UWEY_<%0-ns55+*qCp8E?Wod<XUTGwKf0wZ6;Ji%PXeiK#(*Y3p!(euMp_roz2i
zcg^f=)3@&9hxAd;W;7hxikpa<+%o-l@D6$~y>&S<(r?~wfx0#r{;z#3Q1PSsgZQub
zYPk1g?8X70`vA2SX<$CPm$h-AFnZwa=B1T;($Zn;YL9`}!D1gDVj%9lnb5n9+)Ca5
z@uaSQh)r0+u76%b{g0<|lp(c7Zg|x9e5_`aN^?q4tN^W|{fg<KBWg=Trp>FNAaafC
zUV0PKq&R9(19OAP+|#d00_K$LmH9V~4?55PDbM1jnLoug6);c>tFnstaO@S05^oEe
zX{tB4I%;qW)@Kgx8H@_W3M~{b3}UW7rH#0IEdkH<6E4ENC&E{3d`k@j=2!kIZa;;1
zvF_8)uaIgQ5GlwT`fBxCXC*?n$FjLFp^wDK=f?T`{y$!3p4{2hJ|THc^8TL0qbLDl
zAHURE+=s;cjN?1$|Ks@~+Hw2sBzng%QaL(iIuc#nTJQ|5dEd9KW`w1F6{i6oYC^&v
zzMwIN-NIrxQMRjSa;2=){Kt)ey4Up>e3Rb_%dd&(&K*znK#7NS?t~84AE1VBL9!8(
zgty~bhWE#~H`+o!d7CaY{V9JeC+TER#vnMJzZ?!uvG87SoMF6p^nyR3{#f6+=sOR1
zGs4BR@%rxc7Rd7IX#(a5_1%adC8wKkaYycOfmo(8p|?HmrSBEcE-8}mKq9>qdhOXH
zPECnh^wSU^Uwh1F^I3I_2VigTB8ZsOw!g1(Z2XeZZz4K3=YT4REenWpl_H)Tkc5K3
zI1MW`W56fvZ{}`S(_@^YKxZx;{%$E`wcyWo`EJ3=|HnfUYB;{i4}ZWVxxW-K|H0b&
zL8Kmay=ndo%sLZA37QE@`uMboKYrc7$*XtO(#w|_9<cC|CDVDRKhzaRcfVO1{y(1T
zO6ylnq4g7azIB-xDVSKxscM4N$cLXTlCJcTX!Cw^_kXpmh)Xt}t=1bZt{Xlj2sf|6
zat>|lNRiiD=RuCg#noxlGTE~p?CQ~kF_6;<)Mte?02*xQdDLYefSm2IKMR#Gz+IM7
z=^nAS_zxk)!J-FnjUJsPTAABB0)#M3uj|N}0@!Rey-VZmD=G~!kJIln*)MBy`s#dN
zmxPK$_IkyA0mP_TbdAE^mDPurvC@!*UND5gUO-8iSN!Bd83&A0jE$L?8K!?3d5aoJ
zxmN;N5t_A(B%Z=NU}TM_T`cqW*if_2u$)#(`%Z`znw?(nI60Dg#r!xZFe0?VF)D=l
zuQXDHDpv5VFUGbkY>HUFG%0$M7;x*~ms_<h?}rO?!N^|0wy|Q%SXBHZ!Vi^2^Jq@e
zKe?Gs1JfVf`F&;aLaA5;br<r*+eXIl2zB(ncYupqI_$<;j$-A4^!C0bEU@hDw_13}
zSEqaBPN=OL)-r(g9~v~u#~*cYW`|eX?@wL#{zZq1-BO@^s{YwK1Man6t)C5P-zn^L
z#Yx*&*COdwOJ0BgKY%DWlZ3Dh!96t>jv+9!fZWlmbXNNjLI?JW%BM3<hW}B0FhInl
z4dAr2D47BYgZ^vxpetC@QhmhfvKj!Sv*nRTjWR20CtRCuIYH8z1}Fh1?a814IH<Kf
z_`kOxK2MLj(s7I`Sri<1!D@7QXU6Mq+_H;}{~VC>nWOczDD3R)@bRf2lgI)G6vpu4
z+GahypqH9co}S=3!Nm?ay$jc4vS8v!#yc`TwxoO{`|$6d{Dq}1@OVX4Bs3{to1;m#
zQAv5gjXRn-few4w;EWT@@t`&d8Wuwp-jV)n=hEW~raFH%o^~*!%LUs7*Od>aAmb7+
zVvWVQ5|w+O%OA7t!FFy#+~Tej$;}GKli<LgM>5{DOnYLIJbmqPp;>%-@z9|E$OL!K
ze7`Zb^&^M;f#h4j?V5njc+|He?FAC~+O#7yC)sN>!2CmU6(`s^XJpaIMBaPDXwo!B
z>Z^u@s(Ss<U7-uFU&Bnym~~xFKwIbs66A&c^M8IL4R&rkLR>7%Z3*a6F^+A)MZTNC
zFkTyBLKUIf^Qp{$!!vy3yv|IHxr)n?3Al*76?ABT76fnsTD<<vH>hrotXcj2K;=l>
zotFQ&?Kg?In~IOmT?ifzoHa|<&2D>C>t^q9t&&iaQ;x01C|`O#D|+K7z%Ez_z|#j-
zlCQIy8JjihyMRu-Kg)Ohn-Tw6yK9xRCl^mleBb?e|9jZtW8Vu~#=o2Xp0oROSQ^YP
zkg2QG_vb>)Cw`x?H9PsgyqVu$W}d$-Jm%uFkwBM7S!>y{>X?cg#bUz*88by-uyA6}
zvxCxX9@5J%(IrO}5YN!6di?gw_SVPh%av93y9^S6GbREWtcz=8K@_0ESeNgv5Zfi@
z`|1p@w!mqTXuF9QI~#2gyY7d7tu$pN5g;={M`hL@=<i_U7qvSR7Zc}rB-yZC+l6UT
zPA^JOE4mAe+kd{@aZafoaiKcH#e<<F6`wE+C_h$AFPT24yC?rf<v(Fnp`uSG@=cH3
zJ+3JKe9Fj5Q`Nw=jz-mVl<AO=O3F^!s&330v*USYotQ0fUMB-vRZH$v!2?_Y;)=oc
zkLB#G&K@jY#&0$xFlQ{!LO||y5*b{VmJmoz5ap)At09S3&*I_XVh%qS^<3omjF`WG
z86tfaGWMkE3n;aIohI}gbtLna$jt`=A_>mChyZXFoAK958;EzlRHkNjt&=f}uHd^%
zWvRV+o?gy-`6R<u7Ms(vx0c`l+Ta51iN^)@9~_+!Fc_k^OZJ>~hhl;6@z(`-rSqs|
z6%S3i_%z*%lDv3><MDcxRI4<cL7u30<5=+GV<3?#B8Y@l?TGYX)rgc^7uCF+h6SY{
z^w-#ikx7#%xK(StvYPz^1#Eh`?;|T6{Ty}x%xXDM8c8PK1Fy(@m%(1FPf{bIN`!>q
zXWfvS%DLE~!eG@e3W8H#O<(?x=Li8c(EF2`q$aXQsp}<Kowce$fp3X~(M5318d+xD
zu8DXWHaLOv@?C=J*<D3dbmp7)>2m47E@|$!1>WHo0D!Z0eUzwRUjfUb{B$0xGb1#0
zasVXN4FJbR<=`c`U<I6dm1>rqu~EOs{e$CyhZVuk*Yi7njr{Po<6@I+Etb$i5*fE^
zOI4^LAv5#bTa58_ULh*L3M_#opVSoWXi)93>KJj`<w@K}UKi#7lr$5S?N9fIn*Dwk
z`MJn`zx}MvJ&TQZMR)2yt=VlnFHwZ}oEUn&1Kq-?mKrMdt|p!wW$h*;jq!9hm=`9#
z3c`c&N$DAED@icfV^Px$4vo*u6l;V&j5@lYZe85|=kBX4rS6RI3A+u(g}z_W4^+Pk
zeQ`c_M}9Ur5$_W+b4J}BF8O+{(W2wTK+@xi*DD%<A$Z=`;{g~O4RysFm&O&xpH_}Q
z7CqixX>&``){Up~l$C_8k$|0i%k!gmrj7`IR8^4BWgDoN(M{JIjm96^bxWdYjLLep
z%xuaLIS`0R5(Fg@pfwp;4=-n`e!OM}=0bPX09Fil+%t8J%avqRA*Fb!V?VDSdzfgP
zsdW4Lhk9P~?Nj|}f18Q5)C%jb;1L$Y5Xwf7Q6*&~C%|lZ<gf8%q@4rF;it|Y*VmO#
zPb1&+u`OjF61K6sV~fTD{3qT>T)C6Pboq1`zMseQ@t1wxPb2GE$|dBAH=YConQ`-S
zUZ6BTHDEhnC(CsvhZQO<rZLC_DFFAY8~Ld~ah^B!K^ooAjb}lmYM@hDC8WMoX)_sV
zt&SFXuUrzZ0}(lxxPP(0#g(JffX*59up2aYdl=(1gg|ygiKdWh$Pm4+$yxQl&mpeg
zM3j^vAIB!&Ss-uAw~T5cyoOwy%0I1O!)4sFuDMS^6IrnMq@%6{=Mh4Yc%5Ge2Zxk;
z<2j>U1mq*`nUhiRhY!8lMYq)-M4<2Af)F-8NPV`j!!)DTyg!iNHLGe7=)0kfA|bEG
zQ+U}-e1N94y?LfEw{<pkbGeHuN^U`E7VFl3SR$`1$=)M_PW$xWp&kRuM7hASuG()-
zYLNaxqw#u{@P7uAe$H>=MjQ55P0(dM(fXN+xKy#s%s?7F%as=Wq8`Kn6<Pduh)Bn_
z5M{=KYK(?2gnn;7`Fx%4XsCS4jxOqmRVBxwbndGD52rs*5n>&Sj{U5~v&D}VR9N)d
z@7u6TAoku_(YIqurwK&vNq5sqv&OgiZ(7KNKULc09k5N}Gwj3-1o7n!pN21{+)rWm
zMM0vwdYp!b$ANne{-!xLPKWUrAb;5go3MyHr>(8}_lx8O1?{sZl`Q2>ojTn;-hJEr
z!!vv1kI+hQ$WRUbx8n!wq@Rs?czI39^LSoij=uidP#qh3j5rCG64+9e@a38W-nuei
z(au-K@wI>7ei<>C%@#iP4mA4(s+uPZ5pPV2%X5B2&tK=cdwtf2@!#CFY#rN2M?d%7
zGZi{#X?i-dp7)(kXQH?J_{wT}a-g1c{qaq_PXXJ5?4=$|pF|_ko60eo=#LYY&maNl
z_fhWIT|_SbH}lJks>Rj&=Xvw&XXN)gh4YR3EVPf<J;_&zJkfRN$6g6>5S!py+dkuc
zDDb=PFedDLN&e$n-~7k>sbV_a@LosS5StG-fc^YKs4oBI*s<b|lLv>%f2ZT^x{=+H
z+DG^935~sQe$<TmzOUEsR>n9tyaa4)K+_i~kF}JCZcw9eY_{K)-m~zMG9q}W$Y1jt
zhG{H<%E>cx9&j6Z?kR#FRpO!dK>o**g~6u$TL$g8?bglkgihQi)0Aa~c#ISNL<n3<
z$UONtdR_9i&b9UWx$C<Vi@LAI_@bf6o`;;AeJu?^z%ufwwV<f(0N*r<M6Q=q6TmcP
zDlB;{%(&EKVw@>BMhZ&J!~w{>GKqG$NcP5QF%4ZTzB+uidZ+u0h__DpWPSS|^xTUC
zQwi-U%c}-P#houozJ1SodD67#cD~tf?Pm%GXT97BPsFj~lqvv{k;9Lxzc@a%ESmh;
zFE#12FnDkXPn^EWehzZ~Zs#r5g9^L6LT0#`aHM*XmFVU?QrMO8l;9EOd@I8>1*T;1
zH@u7})qv2WG7S{q5~;ckkF-x*Rcco}N!L9Z;xs8Q4Qt;7yFr>Eu8ZKTVRcP6kR_Pu
z%g3$6I$*jok_T``Gx66AC}w9?!t9zkfRT&tJ95W|-?*+=tq1!VgGs<Oqwy3g$nfFp
zW1xL7?Q)kL$F4L$3&+IincN#jxCA($0WIUpUStZ%!H0n{eprocPzWsUrhuIQQx}!l
z^_THi1TQ<(QcmzX-G8G%*&_T75f;>w8USwg1jknbYPcih?&Xr;y4BNob#cf$7jS%1
z*?sBIR?om*ODYM@4l31ke6l)JcgBa|en^K1bDT_%)!hoE?qm%)^cyv~b#n2eSX?C@
z$t6W=r~&K+lGN;;gPvp#-BB?;(V_eLvSWBre|Kl5QeddAkc}%RE2&ffTT7(C(I9z|
z42e3?G{=rsno5m@$Bk2RaMwzzokIet=j@IZj9HRlk3=^myy~f6;C=Na8)Tai!F@Kr
zk+7K77WmhsnlAjTUGAPi-`G)Ko)c^#_9H8RhDBCXl%;Coc{{uFR$zB%<H>kDDMQCz
z&C_Y?vWMQ+MmFC`jhMMBcq5(_Zn1UwJ?QxXHRrSKA97dG?`wT`y2rTc<Ne|<4|sWZ
zOTItL|9PM1`h_<qei>PDTbVYdD2M)nx<4Pj0E&f()=H{+bPfc{4F;pM1nVgV;4u*N
z>EsF+L3k|9(o$~2O7pyayC(H&&JHb_MEVk)1bn%XlgXcQ^Y`zzKcPze4gcl$XYrYJ
zu1jkF5;!&ObKy(TuSA$I2P`3klgO|aa?Iu-2WWu6&LSgVNr7w$M{b`n*r}=v<jB9u
z82_Z&o<YFUbJIS7-=4cGp}~Kun4lAWVfR|zh2Y1*=CQJW*B5mDbN(hz@3gz3Ec<c@
z1~GKpveCCbHlpKQf!UTvQW#;4vw+zAZi$S2jmU<ZT68>d3hfUNv0|Xx{+iytem8Dh
z=kk?6m1i6OF3`u?H+Uj8y6&=|gyNoS%(fKUV)P;s{AcLHOC714;^2((;dDJ*qg=2(
zzydtPC64l)aE`t5X;<K1#iH>>N9X&GA43J4ClBUgKB?vd#WiS8Pp)R2=VM!wJ}n=7
z3Io0!I`;4GC-c16+d^YuH95@za$kWt{mw*`qM3_HX_<>H2zNZHj@+J{=P&goy}{k}
zgFT|pAW8YuiW6lvx)IE#>IHdtz?xPe!<Xan7mG*~b4@fo!xO{8meD(k;8}^%;*m&q
z=j%ziZq}sTY&X!W2WoyR;kkijT6{9EkZPDf0|JYg%fGHiQz=i!KGpnV^2&Yr7W6!k
z+mKEv{tBYU=IoH=;Z+{j8<U2HTmIzWSY@9OR6VR4n5wLa?7_B-o1rOHUWjxkvxY!u
zE8A*?dANbS^~Fu_)KOXH*dxXdC2F_gO>jK6)TG<lmNjFWvDe>R;_8Xwl_Km7hr`)g
zHKVC%+q1CnW>%}$Luyzn#FY!P!(LMpw&N9}vwi4nv<8w(#~!z^vU>DU()pg@W1fVT
zYkwzVKEKkJ+qMgx2=1hwLx9dWJcmD4eJXVe?NnKkAp%}j%Ck_xLx=dVShBqZz)sWE
z4WwhPy=;XAo4nXeQh%}wb`;l66~AvJaecgRkte<Tr^-?7_S1)Vy0^@$orB+#1c+2X
zl7v)AsT8l0hO#9<*!{b@n(e_{g35C$-T<qf^9c^h!kP>}RXPQigJTDij`w`Gsyxx?
zDufxmuG(c|qr;pxUBCPTRH&uHVc)cR&!u;=;~7$F0LPBkLJ4Otyu$3b@Aq?6@BmND
zsMJc88~^S|9lrW87q*#qI{m92&4Cc|Mv5g`;rDSYiVQTOxR*o%AWkNK6^6VbfkyNU
znxK)~O^_YvS%vYl|M6Tqo}GW8iC;oHyW_;8!+<R(`qLA3Sh}qxv9z?}VV>Q;-)#6j
zuZYwCeg_;(=l%1wPY9}KOC=2sUoC%K%1u#-f~-JMlBXzsb@6e=0HgzlPv)e?%!u7M
zQYmxdbbH3RtHLGU)h)z-opZkP)9~d`bZn8btX?nC$y$UP*GYjkCb)hDT8H7p->OiL
zv5Xzy<62}LEMs0C<Qj7GA;<|ns_sb+c4wm)Af2Q2U6@c=5$x?G3`^TG067443>$11
zI;K#5Ayqx$m*ZUv#o)_IdENhX&E}?r_bslTbG|<I<kvOlM^=}LY+7_=SWdniUhcsg
z@+A3&u!v5~=EN;;S9#S7T-2wTn)NQrJvljtDy<p29!Li!yU#j}(87aZsTTH5W`@63
zyxQxp{02CnszTCVkuOZf)Mr$rcD|6X%T(F!+jsFlx$z-yeR@k(^8Art`q=09Dv9T~
zD%c)IGWjNgcXYx5SVN%{q!ek~#{;73nmAE#_dh06<VZrHJs=p#_lOL!I|RB6H4@~*
zt>R{2VYHvrYgjz+oz<4LI8Hroz5(h2eUjmnpYSiUXpWmVbX+u&cr;gh+S=B?oHCl5
z1D;o-4!ihNg!0Xk`1rB2TymC!)yZ`z@B)#l^uta={d)K=nmYgQ1(9y(yb?i$et<>n
zZPG0o*u|>gG3HO}z_!YLnv(j--Er3>!?XIPFBA^TZGRp)>@2!-#oMz+KNrPmP73Xb
zt$8!gygJh-noc6&c|L(8VL}#(WlE}X7k{78OzRk1A~$$y0@vf&A2wkw;1(%%$GGyy
zS+tMcL%}kzh@Gels3P&)$is;7nD0CLj_v>Bu{$T5Z~P*>{b%&&>GlmkiDF~<Vk2y%
z?)6McccXhv4H@n!y2I<ng`mT@#CVY`BL=lLwsmG>sRE4xk3eh!8^%xLs;L&*+>n5u
zhCq5EzBGAQ=z+4Zu#gS0xNn@d;o<E(g<v`7gG**RD#1F}bp;}hI0j8$@l@OXpjKh)
zh|h9ik}<J=OG=M|0NKt~_8Cqlb?o~j=`9o3VA&>sQ9>aU2tlA2v};>M9SEgR(P;2E
zyHT%Kljm`1xRtt~ZOlf!<)_s@yyIrGI`{tjZ`a7!`1Esrf3uGp-mi(z(ONWTkHp3q
zz%8^SA0r0~E@Q1-Q!XjbGrJ7yLUp<-5tmR^sMqPW)n)fm@isc&6<8lzG&F85TdJvb
z_Aqn$=hSUpD`lU*Z@#OTVZd`@>~_BCCw|FTfm1(^bUqMyI?;bx1P<`{w&T@`@XwXj
z+(YHmivE`a-;r}1f^(KXS9wB)v)zVr9a$9I%k{=OKOFNCUgWM6K2UPwC*;B(VI{4y
zkqqc{iNsoJv_TTUR>;=;TikCk<o|g3{f_=)(Aqz|O)s<|pBHwbCraYfklLVugDOk)
z8^0>EaK|b$EWgj@*bcbtYwQRe`v2V7<>zW3KA6wtrE4;>4?r{A+3`zO+Pedj{dKc$
zfBrV3H%6J-a(7oBU-@Vb`DOUoOJ*oYy2rs1UEVYg%$<OLpg441&7#NVBax$4&m2$=
zX?m~6A_MF(?sg=IOF=T6_+ZPV^75=YnfTx$@aot-n!bIo5GcjfTdP_Ex24hf^hmoE
zMNdz^FPU*4_a8aO<7Lmk0j`bpcmM1Qmw%YQ`18kvFGL=VQwU$p`(l@Me)v-B+7USB
zd#^*xI+E73dU;GfuxSVvrZerz3ARuc_~)ytaPrbS(2O@Bk{vOq+;B4(ZIV%s)hz4O
z&~$;j*Pl|7fT|`G=$dOMO#5GWkk<bxK~?CAuMoZYYY;litn!AU?%6Az^o|MiViv*b
z21x2PBl!%*GR9t^SIa2(Rg$o)PlKqH=o8`PD?(@*eIvPyFfvV-=otEq`9s^R`UXCY
z&;TCqTWs4nZ=S(uvX%M%w@+Iq&eF8=ebGm|5(%^Y6B~1nj57>&SI=sCZGB345)Dtz
z{ZctXZyGw`z5nX2dgCJVD8s=9D`S?P<&a$2=DEY4^)g_Y!Dnt9SGC{9LoiFv7=H&@
zmyRx*+gIqfR2aCeyC&P(|3!YUq$EFREPJ#|c=vIfPln}~P@l^7n$&vs0&jZ}-_?z@
z^hL$O<k_5SE8Z0dxy4$ZQ2j)A#B+#~LC$HkQ_@x&?y4tA)75pyY6_w9jlb-j55X$S
zZ;EEsSsc@yYJ>DYQeZ8-o#*oyJmz5^x;$=y`Q)Z`We3rBYUiv6$ajqN?DX>|#>MUN
z|M}hyRQe_KWkDb_ljq}avxXA_#f|q%O8s@WER4l=niQ67KG2T0o!KeDtou~H9t`ek
zTGjbxc8u=sLLUwlMqf_c;x;^u@TPxNvt0Z?{nF09?AY!Yd|LInwuE+le_o&Su-V%&
z?)A~0$BsuR?~BC+RbI(+SB*}(1*8n;++;$`f%=J_x)3+ei~=EMK^~37h$6e_l|XT2
zCXjoZmsoLX6#wB=b`#7cZpuC#kKCci5t{&b!G^TYZ`@}Sz9Gc0Owu6&U?pSX;k>UE
zdyTIKt9rgCE32-RrEBc~ga1Jw@CDc9W8M$@dWO-51K@}Ur{O&y2?45w<;;8)EMzLS
z*xwho7shR`1XC;M7X|6W>>;g7!_i6T_<Dm;IBSFr&LSc}ln|+-PP+Q1`82G5zzc@v
zteudv{VT*5elP@qbJ%f6pp5<LO%kDv$RbbM>sMLDCcm4C85~)a^9|%$@4`E_0sN^c
zsq#tOrBBpn3i1}RfTnM46H`X6yQN8X`E4s#g?J!GO@2A<o06&jz?_sa2nizwVn_5Q
z9exH-hw2y+C0;RdT6H8Fxo0&n>t9Kis6>sWR}~<U$Nte<4{E7MGqoC`B$I3L(mI4i
z{MKredi7y!PlEYm^uWTi^?y7eN;zo_l~sTCJ7WXoEEXhf1k-r&kj9CEk?)0`CyvpK
ze_#ED?uowysE&Z^k-IfyR)j^&VRn`7Llz{xasXLsg=c?xyCdd(6cd}tBpE$dIsHYU
zLzri0?Bn&hmkBSZW`hQEkmd){n-KyM1-YXL=R=iMsmh$fa+w7OB;+$B(G&)b&%#Ox
z;+?AkNDG>@RGL;T$baWuGD9&6=weVc+;*r^=24J1a;7JFAVm)>f`S)-43^#Z+?<mb
zE9pl*AKW3_&IowhmfXp_Av!iCJL!GDZg)90EdA>E>;0g|zITk%DpXFLD(sD+&qq)K
zlZS(-O(RXp4AU5(jUOV*LSfR(G_b9ObY3z+@b<BcM-wQFLSYLGG6IEj!l++Z)Sl)N
z94d(+LsoF&_o)gj@~JY>$ocdS@Mk3G0w>8y`kaksSYNYSQj^}{8og$r^?D(zgVqHb
zf!zYULap9({{voGgS~qg-0lYUf|Sg1Y9ck&!Pq}JGp^N1ddeP0P0qO9O8(BAJLzmX
zACVH;+OK&cX6whPJxv>QXzgn@2{}oS4u~`~rPcI7Hlb^*t4|K#^k>FygU++i&97T5
z7))jfc_yl90XgAqX$O2(`_J&f9`5Qs=uJ+oVkaAo)uU5J)_;}V-v&Tu(}v5M-_q>8
zOg~Zz^6{5vyFPYD*5h*n4H$a{fPn@i0HE<IFo#+Rg}IUUKuJov&<+$S0C~6|HG6AS
zWfg;||L%M~0=uX*BlO34Q6l2xMuxcIL;z}JIy**7XFKIYbP4^(;5L|h3lu?qgGj^D
zS!6fY56lN|9f$Y?a!{GK_G=YG$-J5sL_uE7l`Mo4inuD^`ahoI4I{4!g&x081UJ!c
zb#d!$&_8T1fCf4z*I%RU#qcnrgQHo(oosN%t9_)o#u?vsm2-xxMfOF`JVs-d?MnTk
z=PXQ*ZA<#x7&o;IRnUH~aBi~)H?%;*lO3k^e>lg4^nZMl?bWVPjjG8?p1yw5!AEb|
z55o)y76wB%m^)8v{4vfr$=N_@$d)h~EA?0|A{u9gs)6F15mjCs!4+4VD!dktRPuPk
zc^p9wDvZR^zkSxovOU#C?z{FcOIO?cyt$R#db{?-7xBdf6;&>;H2KlvLT^`O@QRyC
zQr8NI-EHI=t?@(pEGE#1c=l#+7u6XUz;!ZAz*Dfa>MSUC-GNu%0@xd?V(nG8Rm^?l
zxZv05lP|8jNMtrFspgqpfB$jl`aj_xn3H1>eYZ2mK633M_tAenhbl}@kQu130VGZ<
z;zrS&qec72F@Yf6{Ivbfev!Dy^>~BlT<X@uW7XfM*92^zUkIJK^HAL7w(ty*z8t{e
z*E(W09Wb@zT_-QJvfcU#WY+hxPeOX+<ZcC#J6Kf$x_s`*zYkAI<x@V9ebiJuZ~y&o
zV^i+nqdU6zTFFfK^S;|+FFP|XU%qZD_OaJY9`t}~l*}I3aFM{h`h?qexPg3c!9h+v
zbu}-p&&on=Lg@eFp|9F{nOvikXC^fsI}aIP*_VUgwJ6iJa$cy}nB7*=3K>Y-Ec<5A
z?=4}-K5^aozNB3qUtHz)xt+Xcx*tK)kuC5c4mvj=t@V-w_w|f$1LgWyBE^%>T5vDF
zfFwSVf$aE<>t=Y!hq8sqn~=MDh)A(Sqw6wD5b<2OQ)=}&*fJ#}@kf@O(O0MIroEd-
z6mwJY@@7{D6@J`dU)b1+zWU3(Z?gx2vJuiV`I+_|oPax8_f019+4PAo(fd?-*JP>z
z-nS%w4;4-mB;>q)o$~TO>POBECpBb@C@Fa4l^1xV_ldlSFj50l(X=#PzO13SnHD43
zOA2Q9OkN5h$5J`5iRy1`Q4C5A4yRXnWy!mxQf73OT%UL}`B?+>dr-9jKN?@TkJe-2
zdFK7-gKN!P<w<LhreMHjWt07Ws&mUqtx2O=x4UO>jE1lac$8ToENmxoo{NMm(fZa?
zX2lwpo)A)vw?Tf_WQ_fMl0iIY`x+7VA_Uf8w=`+NsDxuy&2ZaDb|fX{{sS+(_@!}+
zs(`;qHFcXksrsVlitX<LIeLIM3rG`rA1T>h&AnyKDj<#>vIk_<fX$umwz;{FYS6QU
zYf;%`BJP@dr4Ejyyme(3eP|BuJ{#yfzN#8DCZv5dQrE0BTp5o-BjGZY8Uh*s`*<9$
zhK8$|1^%XhCh3$)<P7V4A|W}yvT(kynI<4{O`R&uc>FkqdA?;<Glb4Whyr25o=cpZ
zL@GC9))XcvIqq!ubH5hYT>$r55rsIa(g~9wy9m5Y?21s_MBppx6KxmwKa-gQV276w
z5w%zSnzr;a-5`&VjHqppd`$J~a<J51&QC&#ur-#20X4Zbo*|Md?^3dUY(aZ2f?3ev
zy7B=C&}0Syj(QX7R;|8<si%3gsu8*UXjZfPWJ&&4o%wbbsL?)t9_~J=dtrZ6f{pb5
zhOUgZbGS7w*6@L)_f4-+Nh(Fe75WO^Vs|8mo<XS!i`OWxowHCF8%AK9wy?>cf<=%v
z9}A-KB99$nIkKxwPX<<Ev?|O*9ov0&%rZV<I=Y+JqvcUz(fF&=&8z*Ep_NiN>=rgF
zU*#;C1sIT?dA0OEp8A5A9rq{hDG4^Q4a14Um!%l@&&c%bfLFmNDXtPK=fm;KNzkja
z;znCNn>PAB@XdvqVcAN>Fq#A8Myn|%*y&7H&ah2PU}lohtR6BlXRL;F2~d}wkJqBH
zAm;=M!B|<j3pkR$OA;WAT2`+w5UO~>Z8c3Y<mmXryPxvkYd`Pg3+7Kccit{x?r=ZI
z=yC9o^S9**D`l9NOts$RlBV(^!E6uEr`j?FHgY2LpLq}rCcEQbRSD;^rF&9xgt3fo
zCPfLl(@p1Ye>@s0_k_*!-O>plRC*@B2Xsd6cbV*rpnzPw(3F_(-B}*T-OLw7$Fhr_
zeYvO0<e#$Od7eHH9e>%`;`EFDK&4|v3Z2KF^Bq~>N!$K;R8|kFKMKeptuisNt(T4C
zj^IIv84SGNM+MdoUxX-k%Lk9jB#(o@cwhj?Rpi+b&!V?@2z5L3kNMeU8TIGg@us}&
z^U>iF*COTYUVP6pKf<lLxyIf3<08Ac-P1h^eNG^TWMW%3U|URsZV{PEfn>Qx=1>!K
zSzOIB<u11wM|WuZh6K3A+1R1IJI&J&Hr}i=cYL=47nWD0qz~g-4=#R-&2gchIJmRI
z_;RR72mSTDXYpyy#+gpDuPLlMk_j;PI~;s@<XU!GqLA^=bGlDn^RJ)MvG@`+rzq!G
z+%9=x&M`Q`V7tW65=IN_teUoT&^xZ~YnGdktEY-{q=qf<NF?DTpVMyIIB$Wn1AM7Z
z5s0u=ZfK=A97`2ckGwPv0P=E@nc!K!1t$}1qFN88f%#O}gelIqsZe9#o^Ykny*}xY
zLetR2hatf;uvhdM9n-%rt^;&>S<dvYx>`)ANlkK|56xsF<%OD9nFx0>m}h6U^8yMB
zD9>K%&}dD6_poZozpb*QrY7^D)Iu}y!u~7Lc7vVcv7WY-kS21jmWRkn%JMf9E@_nY
z&Yhr<hdeesT<;y+F?>v?*Rg*1;W(O}JcKRNu;WwLH3|6?tYXDuynoU2?fsg_o)K&T
z+;H{lQPfz|=m6YX7?MU?ecd%g$Yl4V6J0B8?VfV7J|X5S>xOI2W#WlaLe;XMli-F4
zq&v1D)bPjv8@@zABu@cto~EWa*rR6V9fzCOA@y0GqfftD9`Ed4$<v)W9%6+3q&>%<
z|5?CdeNV#fXT*$qJ~YJ@`f@7>cjQjY+V$W|?|Rp(?-hj%+qwlsO(G(xypNkxJn@7#
zPzXztDh@$#@@m`mH~+CSZ0>Asre7j+8=^yexp62ac7%XJLI^(%-2v`rt!nH0M_|Li
zi@@5yt$t!Q)bHuE=&26IH}347Fe3WoEBNl0y!<DpUU2a}s{-v;&kJ+UV2hJkS5^97
zt^6NF=l;+1`^IsKLXn(0NGX&}LvogL!kl-YHX}uBjFb@~IYyDg=9IIIZEU2O%&8QG
za@>$P6gf?(Sc>%d?)wMqr}rNBecjh}y`Im>+uSPH@%ifk`)o}kmae!%*aj;}DmWTv
zxh|CSz<+a>#60Q%I{Vt<adeqfeRWYS^~mvRZ$#c2fZx1MdaHXBmz(gUt!{L*E$rUt
zWN;&Y%b1!(ZJ^FpQ}Gombi-Ba#y$$AhKwk>7WwHWEiiOm6y(1#n><stQ}Em5hR)q0
z`xBzxMy5Z`hO4a3Fol)HPFPi9W<DHzc+B;XiHD_~&^~K=qOa3_H<~UV2A6bGHg0OC
zQ7v}B2*v+|QZIz+;s}pd?w%LSJc-JNvjvi;gU=3O%_fkc-6(8RJbrjIsa#5UB$sUg
z?({Qqe0b&tRM-B`uFgK;-O8TQQU7EDo}z)pSY=ve5>FCN+bfgoRsP6{iK^OXan6YJ
zrUyoOyk(DkK4jdrLQgcBOx@d&y3aS;Wj($7qR4)uIPsq<zz^{Ts;lkq-pRYU|CDt#
zZ$VJAt^3H;)zq+mH%Oo+%<<5P2v{XBTrjAF6}X8!gyUfJs?<hg{&h$_vot()`)x<)
zZPrG76$$rr463`mH@#lg#=#z3bu6gxu4^^Mvl!>1gIg>F*}o0{a35<<zfd4^u`{P#
z{P4wsqu*6d3OP#c{J574@T{yMAD}x~%b(wO)JD-|NW#|ob?~TX7gX~(Bq<r`L*$|`
zbu>;M#X%jtGCw}c%1Ax(Sh1&uc%y!_>NB#OcxcZN7xz``^M)Lhnf2xpy6dxo^=r$^
z!bZ2JC}pYM{@zDBWrZTNeIJk`3N{k9UfG>eE#BDY@_YC5m4ipm&WH7)^H5jsHLXR5
z4KO?ZW!IE<mHWaB5fCeD4Aci?NRp!f9WDdachZH}IwSxvFM*EJUlNfcsbeKyP8eH)
zzs$?a0-(O3XWl*-`Iov=ly&sU=SSmK0%f6?JtVgbPg16Uf#*m7@oYLtT1cosS?Jc~
zAqZptFgI-3K_HoeGJgbFy>gH;%PS2yM>o!#b@!2g<T6g%6RS(0SSINuLst%o1*=Ko
zI`dYEy^s^GJZ~2lH<>#E`&Co@I+Coc%gk;xOvz2QQ!gP3{T!_L%zI-e5qiDTmHbu?
zpQvBPldImd{Y-e8$%0FNfuaL;;<8K8@AljM+aS40o}`q#J@wJV`Ao#`KWhi=zlayl
zDfWL2DOGu&zxU;o7z<eCkdc@&9a5Go2L_C-$q|!YKK(uHfL2b@&y(>~0!k_O+L$r+
zwKa_R#KgpYYhK$-%v#+{Ibb%~`}$W~e{FQJd0raCzCclG*K{lAyY0VPlXoJ;4d*_u
ztLBK{Y~MRNUzQwvTuQlb&KL7;STpu;#6v}TjSpE=JJ<(90Uj1gsLNz^a*oB{Q_ZrI
z!3Iyw*+mN?PoF>8?bp7L<ZNL2`IwsQ_=$THzCC+GGv0j&e{TicbN|?Gy?yGx%Gdi1
z^LwD)A-d_zF3|M6^BZ3Z^LQNvo2dTU!vPS%6}C~S`58yHQ+{3KIQMl<`RhPT>fs+}
zE=PVY=nu_dZoGV#Gjq};2Xp1}qbuRnZk`%ECGyLv<mNF*=E_s<QubUih(ZLw<-R?K
zDD3IQ&nijaUge=Q5LQXXQ7tYD@}nsV@kfTSP3P3TtR8EUGD&05X(U9}m028l%J~E?
zx5%dnJ^Gy-D9O3NoI9)h^~AfGi=~WgcR{7|dGC`f)#6wCEPK{Z03*hVcYg@@S1AXg
zEB&ES&gDVLHS5f;WSzVur}nf3ZlKvBTZ?y;-t@96Q>F(ED2LK_GDu#Z{M5Ds8X#;~
zYuCQAhW6w^PxM3+h6W%fg(b(Y!5AO(e~#>ac6gc`?|X!mYI}TJdW9;<NKv}ROVpQZ
z%oJALtg;v1<9KLZBq#m~ddet@6vJ~!5@*1*x%3vN`?0xQu8ED#g^fa8pLplodE<y9
zj(q`8j!ieW3cIL;ZS-7kxH#P5c`2;kY<IC=F)H}?_GEC{G@s*C&&o4T0Mra0_o;do
zvxvGg%<7)NCQk;j0T}Q#osrj4rvt74D@rN|oD1%6HU|VAgTmxVpRXqdkijINz2Rw9
z$>i{TyS)+;w_Ja&Gc;MS-*6>X$?Pslry!KU^bD^^OP(eQwzEf15bLO?B{gOoG>|@#
zOk7O&qkYHPFj1qXDd=75GuHCb=tv#u-EmagmDwS`*b!%ZRaqG4bW?VFRVJ)#e)dqk
z>yzE@9TI^zF1@JpNWb*{#~ur91EbZ$-=lBby`;|#olpLR4SpGw<~pp<m?=U|B&l{@
zE;@L*K<GygWg)Gz5V3jad@)F$8z{B39b1?^feM+T04Uf%+^e5Ok=>(%$n=JKd~TdO
zy=GVGM$tAex>zFwq!jciI6fnZnbIzoh{RAd_VglglG>%UXu-#krgubB8b#|+zf@MX
zj_$$9{n$^vVzi?)nvWkH22R%}8Y(t}o&|O_A^k>klQmF2i_&xQ2iu3xjVVWO8^;mB
zZ#`_RM*QA|$OYa8ji!U-O|fvRn2OidR3v*dm#-rLEPeKK9J}-xesOxk>2z3M>_W*?
zCyog$A*PloG#eW?iIs>g?oN%UTfu-Dae}}?*}l`dza|()Yo@>e#zQw0!q;dYm(1w;
zfCK3~qt>>aW`H_h>{3bfGKA9&t`KnqJ2}&Ip42Y)`H%$r&mPH$okR`Cze^SyecYo9
z#SIKG6sWgx1})lnyf-=;@PK#RO>?9wyKyWZ4pa){1~(8s@6g!MT}-(*E5FM^s+Y03
zy*O1N(s92rf;8bQY>G4S%Zf1eXP5cR7UD`&6WQDKW!RWF{NOO=HIC9GB1-*YYwd=#
zN-W9W(oi4fYheB^;f-e%G8r;i?1C{uycO{TF+N-Dg0y8qLcGCb_yx%;_$kbN(+<z8
zJx1Zp#-IG)9Lppjv*ITAkC#aGgK4)Mf)2emZI+BDez_cH`A%L&x#ahU!zZOS3Z`%0
z(Y}|eeNgDoyBV~}>vx$K<{stzv^+Ms_xp_pp{f6h>@I(O+w-?`|89!x_J_FZHwBnq
z8FA%x?Q_A?1|{Q<W_2zU1&Q?(y)w)fglezft~NO=n0v@7J~|h>F?q6J=EP~)oVl}C
zMEbj9;a|l!io5SRVH`#?*o6-~&{X~e|72d<M5BE25;y45DwFR^zcG)YV+*TFt8f!w
z-YtxxjkT6eqw;<v!rt;#F>&tw?#|oKMVFuK**C<Kto*(;LiuYjw6Z<lzY4fU#^@F5
z?pBU)v~N_xJ(oBin9Z0eC-Ao|hoor&XS4}<|4#g}B?%6#F0>*CKcc?8>e(7p?eC|W
zqj`3$q2N=M?@^cVChHfnCYH=cRxlYtVjVg-h=GrHFH=z^f$0OY#M;7#m(yS~#;~if
zVv(?Qb_7*3W}CGjd!NHU_Th2UMgEGud)SoP&lPLm#;U36WqQ-Ic~BY$J(Am^mpy_e
zvUmqLSkrc{pp{S^HRpN^EtxrSPrA5WIRDYcw9rgb_jswmCMr|s5StaFJr#K@WV41R
zd4I=v-O3B6rF+u3tlo<pmR#;MQJ@g$*O2z<`g8B|utQv`ca@D)ofCX_;<2d>3QTt2
z$Yq_nFvz8gDh$rP34lHp0}}=(9u#1dPvVsivn!16oNG4pap`sZ@^ipWn{rL>wEYbf
zq}!2^Jc&e}xk^&%#l*W7<Kwdl!d7Q$)z2ptQr{NSsO-I)b)M_@vOPo9Lm4j_<^83h
z^^IYMZhtb}@%h*6&G7~CerET`m?_=POu6K}<+Czx)I)=Xh~>_$$#2$3;-P3kFm4vP
z;?0m{Q{qB4$~7<bp%Hr@c6Q*zMS;p%%WwL?J)&xjY8sX*G;#Y2r`90Hd&hwPc7*|f
zKa<2HP1uWW$U9(suQle8l-Rk<Cn_BsDgKoj9<!pnJD=Wz*KSQj%37j`T8NY#*RY-K
z=ZD6wd0?8{KB;4m#Q0oC*~~#a>5Pv$rE?VV`>aC6yVPIk{jkUvW!S%U3;zk}Hs9F&
zj-nXdt;6*v3D7oZ{hE(@KXy;Wu&y3$c4H&y-6PPT7B(`;!Q+76=odS6%wZ2Jeoxt0
zN4M9Otp_8!w{0HOl#n5j$h5QwpaHQJ`8p(0A`Pti-g4<nGi;+|9Z5R<c|24yjvMFz
z03#%@L{f#cjPYsdoIi=#E{c~g>K2TZdM->Bj{7lvO_dm1hsuMG+%g56YrES4&Ws=K
zeiJhY5d*@p(1v{jwc=E&lZ~jTp+AB>`UAx>P#9UGjRM#lV@x52a;tcPnOpz#cRpgz
zNtk-=IT{e@V^jYHoYQ4(mAkZ5Q%oa5;TbR{dbt$6lMc)`Jq-_2>pp>QdTQ@8+<|_Z
zBcWk$+4cV6pXW0w?`|^vh3u4neIXoN&3U@B_%9&q*p7etq+LtszEYCbh*?VK@S?-6
z6O(z?_y9^QVuJ=e$ve592oRWxS7x*B5sfpGhx72_E>`f>xC&x<wWpMEoNByvxr3c>
z*LmSC<wjLf03w^H4w7&r*+U#jK2WxpYq#Y-v2TX-!rnyITrcD#E&v*cf;zzo=gQ7l
zP^^0-z%qDdederk7~s<B6Z7x2obK=NuhBHZjwm;WlA9?s^&rmijP?QFJ8^L6Cqdmw
zjBVR~M#HtIgY@~RivUaNR<4Jn{;c#D+rt=?QS{J6jw@Qp-eSJaZ8>m$#F=*>kUrA7
z%HsRcW4X989M8jxgqtwt`7am2O$KyGOqhU9O0r$zen*dbQom{uOFgEELEBJwXw=JL
zmP^5}49G@Fij66mVXjrnV95;N7-;VBy1@bc)R#Q0ZA~$yxrxL(OxB~*NA#m|H}&X0
zX=-F___}aF?TInId|jhjaMmDetnfq++XaJ)p$3FW<+t)$XaPKOJ8#u>t#l-JV!Ict
zUmQi{M+z?93GAcLEeJ<+&v8s?Ty|G!Vb_JK6IjZ9lLI>6)V9K(MfN0>JGVEG46o@>
zEQ54e`U~T?K_;gqyr^7p>&r6k3q#7D!mctp`vVHuo_<P?Ha&jFZ$I3WMSbArDVGfE
z68?S~VYXeQtmxTfGuPoR!Hl*$luA_Uwj!r|#VN|0Wwu1ez5^mc3;jlD1O`cqOkl<T
zAk$$t<`Mkf;u-?VMwI>|vMzkYD#XA)I6}gmr?D1*YR_POf$^QXYkntP>~CG+^Kl)J
zM$V5^7SfwB1+3+K@Zbh3Of=E9j5WI2xPF~ucZiW;oK5(q1d^jWFvw=i$xB{J<{@#7
z%vBR-BGc$%R%`h}$0eiZ#O9mtKWf}w*srTa!08o2ojx6Q4y1=HuVCFtbX@LQU}ZJb
zor|hsE?(mUt<l5^N*G^1+eK~Zrw-j|_H=W&QVhe$$gm>!7ngvx$G)3Z6-qt^6vim)
ze}ca{t4+nrq-6`A1{~SG3=^g~fhbSO9Y51}S@$+meutopssmqKZM(uAuY-@Zfc9>d
zA<wTbd3k4CcZHm9#RRTyvR<#Ma-MT8g85L;m<M&p-{Z%Dm_zS-bPhe7z7TiI<gm<@
z&||MpL=k>xK>q<?a+7pMtO|c(cXI^lF=Yg|uUjwNv+9}_wSC|WUlK)JV(~b%|AhQ@
zO&zF5JR3dL*FfCWrn0WytgsJ}b(LYO?sQI6gySHDGX|g0+*BAP(^h;8B;G)_rCEXZ
zsIGp!TS#7TQj$EqqPF3U)1?(M+Vj-SuQ^G-q7a___Rgm@UChpEZ|(dMN~u13N-Q@l
z@t-)c?s|eNffV~ZT|n;tVFI*2End-e#Fr>p-a6cBqvCn?CiAv`t6hP#;|=kmkml1y
zGU6Zp1#maV@1Jm4G3$-hK3Qt25Ea!C7504Fc?7XyjghqJosfinY*VQN>N(l;9P$pU
zif=(5_<6XdZVO3cQoldTAfeXSSoc8Wkz1t^&PLuoQAv+o(w#`b07*s?C|F&jTwMc#
zuM`KnW`g@~XR78Dy`C%V{IT!(HSznF$yLWNei{(PLM+HEGeu#_J(2b{t|DF_3b%Bk
z0QaS(tCcY;;w{e*0D4D+#<>rQwC|q!y(aP~-|)kpJ0{rnzu`NBrPXWR+r|8gWzFUv
zO#@@+*R`}Lt!!SgcNJ|PKaw$oT*YY()3cv0t%;{SrqVY1+gTFKPv}Jnu7$blfXCsg
zy3>+vaQnYH#qVN>=D3(=H~nI4fDkBx=@lvla7BE=cFGa<{z(koJoL{+p5A01HPC=L
z&>eRdd1s|CDkA@WJ}Yp}M<7BwuDP{ajQL$-I=pfF1(3Zv18e`6H{8>35tan!@{3Id
zfE5KH4aIc<)k<%^UxHxc%XW022Yg9_jqQ8K-9)p0x+fVw^iZ_4>SbqUCdr8S_F7G0
z&wi%qkyRnA;Y}l1jO1mU!w>&W^iuWE+Kc(5%Au!}!Wp+*6w<cl#3=89=g$`fVuSEe
z^KUQo1D$SB=dq?0Nd`47O_G)<H(wT->nCu`I{8QD1tuW}s^1H^g&;xF0r~i}xHVb>
z!LAfi1Blvy^W(%#lZTcgW?z))YN<Ss4uKgTaCBS#=twp59pizwd-p2^f(NJccH2|D
zIoE>1qvdf*YPHJ|eDhzi^VN9sl;ytpin(eudCW4{SEK)3qs=^f-#8gF@!tDoZtZ4R
zE*^JI9EfU8i|_)t%pV}*7RBO8G6hDT!N`2G6B{`p&eR+5=5n2FNQ&p>!Oi6OPAl8b
zTpUO>iwO~wpbZr+uB>@!MMaFTxN73ya9p+%&>;U;#P^&9oxqZX0b)i(RI6E*sqWqQ
zceh{ifRE#bqp-$x$QGxN5y=UlUJ0q1So<95alN^HzPp&qkxaKd=($p$QD)<JF28lP
zaj8x6WAKfof2fTc9r=^=Vb2d^`p!sifF#NRkzj$u`7O*;<18?=?$xjXUZ9#%`!B%q
zvzWZ)HOCgW)t61^!j+$s$P7?0$RX4ZEYQ`1FhC;+o&t1J&4&5*sLq*oZR#y0JS%;4
z$OQG(_N>+<YlOvoW;4?`<up>Toi<mkyAtkX>Jd;@i_Qzmm4wDNPkGg}51uLf<X`WJ
ziG8-B3AZOQxSH_Imq0HM@q)KMs;hR7yZt(T2TRg_1NqpjsqbOfq=?pH{T!4|I^v0v
z$;3acyfU1N*Oz5jo<2(?CxBJ=1PJNr?=_iMiXxA?ld3;e4^7;Mk~T>%-0a5Msb_g|
zzkOMqid4Pe{R-U15O)~GF&Zl(((q_Yz8$fRnb$gRE;Stzb&K7x_JvoCT9NX`Xa;WI
z8{~(_^MK|r5|Ezf<&7atE{I@*s6ZR6^2ipx3DLDTIGgWYPVxV3y6Pprp<?Cr2l>G%
zx)0<$PuaEYEB2@Ao-L2+x>MD5b*c@mI2BvcVsxt&0tkyhA_>2?Q$SnBR_K~#xsMJK
zpi9}22E$|IHstcf(o3y;$+Frgq(D4+&6BrojN#TUuki~*J&Yftur#SD^>2BPB|GT_
z=RI2UC<V>KhI7v6FSyymH~Ea_**hDu4e!IjezBD<tO6KFJ@4(Ch79IgMjsJdfdYqW
zXrS#~PXkpS+C2h*A3^Q{D0);eS2YV?CsFmAOQZh@E$4W~nzhsay#9dvRm?7VTob9%
zn=VP@ZH8!vef;LlcQ1o(4-RqQ6YF^hOyAvalj>yM1yarP<wZ)6!j*5hEn~#vpG%;q
zXA6hmOPpmTB!%I(_O*+;MXZbXXcSF)IXw1JY0<?4hOAlIv$~nLXC<|cNG76(M<fAg
z>x^7QL|^P?RP5-fv{RI*0qBFYEmfR1Xj9Lf&@}eRsPSIYV6!dKBYeK&{IO>07%8mr
z*9^Q`(`6E59G_H;u=%rieyMGk?XISEmN2mnYPJy!%tk%vynlfk4ml^v*`8A^pVn@|
zH_RGdap;3T*I1p)i0V2y#u%p0l(ll3ePlF5&tYWyGG`1*&;7o8vb1R&<WhLDBkoe`
z1!%3)tf6E3;p9Fa2=;x&t>5R@@4mR8{+IhjlzoXecr|n}d{kd1mn$L~XsrKB!c~yW
z%dMy={gK)zCq%a@ivv;4X_jiTD}ELb>l)ovC~JlIu_mj&R9{w9T+8FY)fCs6m%XQa
z@;q0t_2V&Ky#fCTNi=6ROi4QQIG{tFp^SM4fTdt7&Z~M$aal;#^maBu^|j^R<6>E=
ziSKy;p&C_iyuF>_gqX-cNjcAa)`|C6u$)IZ?(L#7R7YAgHSp9md(z^%Q9ioaoj<J5
z7D%Z96`q;$z40+%<oFBsw4HGL@etQb{WWZPd|?gLoa#+w!|0v`<U0DQi<2>X65pU&
zbqW(W9KGD#XPJ8P3-RR)QIw*2Sf>IJz{nH3Em@D}xRuFBz{2AIB$+@sY;Yv^7Rz?e
z_UTQ)fR^{<c*mWPEbmXpouE~J9+3ZJ;cCam3RjJ8VBS^H6%<X_*s-B&b#Tq;U;~<)
zPa~4-76RJ8CSKdj;bP?oTR^WD8!DC<P59jdUO!trMyejW-<i9{OW#WcNEaqnJ#$^!
znU5`L8z#C#A@IbDcbho+Sso4!u6u-Hi}Rui9fpcNES%HQ?EX)v3^!Uo6!FG+UWUFc
z$kKl^P;+aab1}U_<)Tm^OH$0}(NG@F=o@S9Jnb!+8L!TZnhFdHr_a@(gSFtzw{b@_
zx+Z#agY`Tx^CnUEr?d{aHF;md(e?T#OHnu|r!n2^RH#EhxkY0CS=@ZHPAAd5&pt2r
zAl{7I16(gc&JQbDb!N)M4eN_FyBQFi-wP>G3k$~|y9zrTj%JTO7bN5T@v(&Fo|SX9
zpJIGhOf(;VP0npV;rL&6;goNM2DUs!W_~TB13g^$#+7#{IQgl=v?m#7Fe>Ut;c)}?
z<j5`D7!K^*c<Iliwtd?sU+VyoT0HLX>Qnmw;$4q?JVG9Emk<(w33lTt>3Nd`43er*
z#H~KTWQybD&Z@zI6dQ9T4$uj)pWq=?ddJZ)W|XPTPx30tq>KIxr>BGbl~7U8yH=fm
z7Vam(-QkI#pAxwUD;YxR+B2+lhN<y<EQ9~}w}2((Y@R~fuY0w2gmENrXR>U>csCq~
zx==wNMaG2FU%~`0p;dVoDk1R2&;NwLW9PY;k~RkBQ#0o(E!{H&z-$});R$@O_`&>S
z$k98<Lz(EIM?HqKL!hNc=&qNuu8AN`THrXeZ9QB%Ih#l)iyN=f)JPYmurFs*!ij0*
zT6|ogztd|2)ximqsb%vY%t5cGyL&t%kM+gE0!5>0TO@c<|AIVguCmZTUSLxH=7|=V
z=L|<-*Cl|>T-l2V|Ac{84WOKl2B*KHgVMEv%Baih)lN>oiI@S~=_;kKqH3s-VNy>N
zb(a_DHll)O_67DgTcYoJYI%(Ez%72G^S5augfKlsxf673n!1?;t_jwxa~a%Eo4nJ}
zxmfyOeU~CYDBl@5xY1RWovTUUUn#XVa*uR=XXFXD`I*H{NM#yS6o)s$VXz3r@|g0=
z=e<3v0oQsr_N}i#zb}&c8o%$&{7EM=GD<mN%m||{k|6S0)0hJr;eC|%ZQ)Xb5b+IZ
zxwDO<=oZfNyknKINgy`F#KH58^9A=4+`m(a`%C=yJIflR-Kev_IiQ!8cXnse@Z;0(
z&0%A$;A0xMdtA4i%!ni;Kv}|lb$|3UNfN809|Ivg3<I)qHeWZ(PuZ;uR6h2oHZi9J
zLrhmnx@rNY+Ma}H%2*vjy%8rrwS#ki!s0CL5J*w}%Z;Ka+D8vK(VNwFbGxuQtjjNO
z^sC{{W^m|o2Td(@&)hIw;4q9dj?C_W&P+I59h&njxlcOtp2}5bORyfCgcv>etEX@=
z(yIgv3*oVQ_V7+T-_^jZR8yb6wfe|&85*d5V4GX#Y<%l&jE<z1EoSj-VO`CwMLKBP
zBrn0neQbL3BdENJ#$jcX*(*xd5c9lmyZt|)cB`f~<t)X@!kVU2DNSD#m+Qu6s(?<`
z6)`?Yqi9|~Wv6ef#L3;nw_UI5JiCy(fo6E1YWphcSB@ZB$2V8qiGJ>i=?gP1wr;^U
z8d!pJziw&shi#6gTIk=X5T#dH8iuKGyDuBP1#i5tl$6Q5!qOWM)cUKB42ygXNVv43
zkMDU^@?%a__6W(IK0IU-4-p1~AF*79m>aE!&YK?GX0T(Q#9Y4fhJ8l2&0pvI<O>?B
zJzW@CyRu0rTz9&E9XdsMMzxWj&1xD&=Qj`U<Z6&E8mDn?wwhadc-*QGf4x1-*Dm!i
z6UaPyk;PgreZaK<p0Sd(Q~9?hgE}Yl-QWhq`4440I5Lb!j{v?1G6*CM7xsk6=TTX_
zw~&#P9HSCMl;-G(b$;$*r56k{b>S|DP{@TW)hN(A4s@B}qbi-6Jm>v7*Wsj9L{-D5
zARk?Ma}**?qTDgreXrDLuKLO6{Dh_GlIc{VFR11Jgr0@(=*=OA(cD;CRqgz$(+C8;
z)1SwJkGUb&N23a#fhxYu3xt93<rytW*<3dlcP>L7_F+_KM}1+iRcy{quz*;ExhbwF
z?958>?8N_$4sf7Y7C*JCz%PcMl%T@O3Lg#sJr@C%8Nc&O1e^FUzx}e1hBXmq=-x2+
zZ#K0^&Hext!o$nemsLv~YH}JIwsO<$6<@Y`1Wl;P7}FSgK#efHFcxL<pfJzY)MOMj
zAy}ZjE-FtiW<@Q8Y#uLW4#iYfR<Uv6Z+Qp&B<E}NhF86Bk(!_LH(|P*;P#Co`JOht
zipFY#KOU8T3TiqgH}Z^Y3XY$0y1U<tf;S7(Pi^Bx`!&INKb(26l>UNxj>mLN63KGo
z^6_OgOW^t#HN!PZaq~Z+m1jA|H?vNBATKTwudLlKXGe`)9mPb0c+4GNV-EJN{yTUq
z6TNLBU0YqxEfF-4u)vQhF0eewVzwMaE7W*1yNWb_*0<<cq-0B~gL+S10s50pG2x64
zdabZX%{vb4uA~wak7ws+(z46SvRsp**s2;Pdm+W!ekhgYoXpacE#u~$->yH$M)no+
zU3#Bso#%IFGXrDn1DgZ7>&E)M#`Tmqh~CMMxb6{L!|0S2%!8?w{&M#<!kOLYe(DRg
zs<|~7$DWa!TpHB<OZ|T<^v_M($PkF@&#ippH&>8+kf|w3O`!fkx9oNfSW?uNYnB6Q
zu9dNMVNbl&k<`kn`)*?w*K{W8&2s(|nvVD_b$6rS@4%IZe205qJAi*;e1|4HT&gnG
zW9wLf!9F}=Ot<Dl1NYv7npAnm%+fTOfy@eeelY}-@xpC7_`|1wW%WFpz`2F3XZMR1
zPpPjd3~YH19UriRWAss!k;bUrfqM)=hfnuB@*`-W@9&+$Y}S{XHH~AR))bJ1*W@BJ
z)H*q+U?f`})?Y*Zb-_k9zrn*q-}J)Qfg<AvdqeicG#3osQmE&lA{O^&cOox$3*tEY
zg++TQo#e6D<=|8&8Hw=W<=fJQ!eyW2_305+Zs~(X)eBqtBT=^Jn*%?@-a2RRIy8xs
z(LI^Yo_LS0!FD!3MoHr4jbpiY6cER`IgDQuz``F+E>OgrTsr98DA(V$9kK2%xJ0-5
z?lM_BfsJ7<P?(#Z-Bydu)m_P}$aF@6$2SiM90DwRxoyo}*Ufv-;(9Xk-!b#Fb9(;?
zNh*cX)+SW!(J|5GM)kC#0~dAE|C(BR->Dv4VgD!e3KRCPylN%3?{=C0HH;`pqq?S?
z9#xUIf}RW}C`Tw3d8dU`%(xa+@{|58{mU2$<nJBe>fQ8w&S9FGS7?Qsd3lqm?Kw`9
zs1}dOZ@6C`vNuu3*YcbIRU>fJ{gDrzbp0LL>~1)_y8grL)vrv|Ih8$|tspSLvGrT+
z9BS7KYL|aehW<@q=savA$qo`fVFg&BSsu5y23wde^sX}qs>AV&ilji~fnolj#BWj$
z)~#|g#n8yDrg616BK;6CGNF>M$!HinZ*ZF(g?Rm-3Dqc?mNdabcFCI#{|T(9ZR7%h
zSUPukW#w3GbNQ8#nh@UDkNVAyWrsquWTU&kbMGuX^}6G}MGNaV$C!@)$^n&hRc|U(
zliNEi?fqkyiGv)I!duH#%`U!d_3~(Eid<tZS3c>`@(Lz>T5xncbsqmMbn_JBYjIg|
zkK&J>sAt8OzK%|uvc1!HZNtAHswsD}RqMfZqi70$f!q<0E`fnm@g4{oS1aMv=ja^Q
zB#`{6*8%F*J&1&2OWP+uF3EqIblLxQz8aMiAr)!4Sw^vYmVKKP0;V)XKc4{!BBuZi
zu<-b4OI7ztFcK$mWprF|-!%30_T@z%1l04JV-)Up_&-U{zkjc6wz=p;2GVrBp3I|i
zyr%zzQX6kk<ONOucVfdb$e<Q=>k|pYH-8)ANS&h6bo=hJxmRs)NKpMM+&Ea?eXTWC
z`BchNqX&o9Zevb*uJi`xl7~ilJCb!y8_CZcJsAs6M#mJVvl@BZX^Q)Q7#EUS;J!D$
zuF}5`Qf@;gS2-V(D8z=9R*mIF&O5S;LsKC#?`&ixje%`zvkBrDNNV}Aw_2_gunlUI
zc}=EdP&kWsdF<k!W7Tz%%}z+T)l(9NML^%Ec*cxv?>OQD>v%MsH58>%>K^Nc(EXRd
z(c5Nq4uBYh|Abu3|GGEVOdWN?I_+G;R0GjyPy}%TU6AVuSF8Hu23vI+if~9Durrtl
z|Iz-vL*>H5W=6(mW$nKWV&DXljYjC!Fp;7VdJxbAM1TjydmFmq)fw$#<uu6iEV;i3
ze~K=tvX8IJczN6r)Ct*xL@0^WRg(Zv8#F8%zgd<Ii*i{I**B-9^D{p*4;iDe1l2rk
z7k2)w3fJ|3y^c2IAb!@cLcAzJM`(|QYRPxs(ub<Q=eQvrCyQdvZU{ykzsx&xvOK?V
zqM9t1<UC_srfG7Q<~YB=CP}8I&kJK9bBO94ixxFezvw&+t7f;5`pn+k@eK%y*xX?D
zlDwL)wOTeCrCveZ@N@bYu>*Z%Wh&*Uomhj3<iCu2b+1<cwYc}aRp{l#<EKq5FCP}%
zx$O;9G%wAopopx}P(ptojGOoa?K2Ddr&O5dy<I;vcED!3rSN#e>Ybr*uAejs5H*IX
z41zIR<QJM*RW;aOy=~@~|J8OtJ*_!Orz|v6M>@<Vd*;1$nvEz$Lq(&5h1Ge5jZ|Y~
z+U7#t3y-UH;!R^sYi{mU$!%3Yd3zYXZkY#(@2e3QS!3s<NT;ruJv3J=bt=i~kbLuA
zu}ko5aNt?zhEMyuF3}7kh9bsv35)L2boh4eo7?o}30foL*JJ1eeFqT&)01pOtfH8!
zD9<!M)H7<t;@FthEZ}2@*NJ(?MrlD*wC%N!T*(90eSN0#@zX0X2J6lgj-8i$++m*W
zDc4lPcN%@Z$#&<c@RUNzNQD^pqrBb1f>qn9k6(V*HWa@hmK2~{y>3UyzDT^(sJ#-z
zEVYeEVi1S0$qCm*+-&r`zHIh=(`Tk0fXKK%w8B&IuC(`G?N!<1uD15-o5eiZ$qoD}
z7wuY=xr*hCu5NzYnWI!IoLaumWc0>Q_`D74IadWU{rvY_!Di_4faS*CF{u{5P32}s
z&AQ9j$>8BTE|~_=#iIJ93)C7TYwS&1HYzEwhRPaWkLrMUGghs0ece0+c{e?SsB;0h
zy$Xt5FJ7g!6x;MNMp1&k8N~twV&#I7c8Lw0_>qqd$*;sMe&uE<%F9&xW)IzwD8gpL
z|CVbRCjJY~w1tX8I`A^aA~I#A8!ni)L};pg%h@JRzv|c4yW^Hx+T{%^2M&N!!gl<e
z=y<Q*jNXSr-3bnB>>~{XX;argUX6{!VMtCWGGw1g2yb9iip3A*9mqGU<P%aH#v8XT
z@EB95`EZAOaxkf7l*X+gCM!@@uZmg`&+bZl6Ig}Gn7ekrIcx+s8IlKXm`4`FXw4pz
zc*2-F42I`#?k|Q6j$hM&91AK*&K87%kAn}ZX6nxpR6sD;zRB8K=`YyU>*d1<N+@-4
zw3Nup<wSiH6t;{Q#sIH|(7tZ_^UR06iC&0p&}Pp-u=6%^_{0!@@5khzryF;(<R(V!
zN2ekYz%X1tpM0#Qeh>-3DJ88akVq9HnoYHsfCrD<-J5pvylR+~2<C0*&wJP3_)3qY
zGk<2OsIpt64Eq2+@vcb}2IahNGU5}s2;f4MMGRUcMPpQ9QN0wQLh@d478D8*brIXF
z{#z1)@+d*9Ajit)1Ewy94*w(ZmHvHeL*A=-K0(#}RY4wRBKIi9a7*&ok2tzpCfK~+
zpcDr$z|4!`nYB{)!UL?}F-0fu$0hAC#=}t#{JZ@RT*3;wAA6UeyjC4Kyq1_Q4+Lf>
zxpG9`=_b-@-l4V;_AIw3+O@{f`x*_(p<xc_ar8p=v&Q|&lFXG}b%BWPstBH$WLTDY
zBMKrOXD5;=tkHi1{UO`szGTb$@n8#co=32L_HS)`cl8DLvnEXcc_apNS<m(BoHN0|
zWG2tv-oYWXqVqUd&fN==w&KbDfplV&dwnZTlHG*V;DsI2+A!HSmljt0)?B>)6B1Tv
zE{xGB^tyRf(>VBH2NYhxTHtrCgz|-B8&Rt;3Hq;(^kzAIq*oyYUOqunKkuRNv3u8&
zPDMxJ?)`cHR;f&Q`<*>k*?*r&(TC7gaEEM$hsO7tf#2Cz;ulmd4Fn>elZ(d=2!1}l
z8q?g5n>MP0AVUp|O&!p*%F2Jjw{A?=fOy$+?loO^^GuKd6+Qzebz?I|PrPCOLdllt
zmJr8``ylQW+-gQ{#`7sX{pyZM6c|6%{?X?J!~+#fpsO8#00PjbVtgb3RxI#KZg@;;
zf$q&JoR)Ud-0z|f%>_6I`)tHjXo!Ae`&NWzTb@E9RyVnO*c#;es7_9!dECUd*#aJC
z5>+*(8e+8k4)y+G(Lbo5az(#gi$1aUwX*&Gru%>2=XWn&I4P!*{`hLZluzH3OVp6@
z4jAKfsFpDmn7e9CY>dfRu4>eapPhhIgSKi!d4*{!LA6%ypHONz6|Hg&EBv^~Nxg>4
zMKTuCLLc&{?Ven@93JnYlnw+B6Ur?GRyT0ARW^|f1E|8JEk&g5l-XAvPK7#2?cS(x
zCkkc)>Ij$^L|npNL|u-2OhRN&wm#(c6+;&J<s@*@fzwFPqnG>n!0U|MD;fll?h9mS
zxer*)0ZddUC+(55e6A>*W3IS(|AW|goRDg%&R$u@;gi}C506e}USM3F*FPK$_2ff?
z7(BFevZW-oWX2l&MJQ)?gN^^d`dNON4+C*Bg?Pfs`=RcA9~wr&Cywhiz&zZXThdCX
zS;Kpmsddz97u!D_&L7PLkIz~Q1=$2yrGBA-36<AI``ho)KbqQD;S0l0l0(&zY1SZ6
zXKtoiFhJdY*-G{R<ilxYnF<xHPg1OzBLq#Z+#7phWu4CtvmMS61&w2&W?YpWYWONF
z(0^yhwZX&nFJsQh0&ZMPshACb3_{_0!5!LF#T7oxc;B4e?ZBzqnMIq0*H!U+G2Se{
z#qVNJ%E}s^U4zu3vGiT%{qDt7;L8h>kz&DFF7o8~on^@0U;vinHQ{k+Ru}*J>6cCM
zTjeC$6&B?NWzjBD!^f@~A*yD;z>8QR@0F1F#t>VZ#W(aA#Wz$wOKVw|gYuIIKGX2Y
z#j%~phqIeqhM$iB+>oY1WSX7JA^^cXEeZxDdA9gAa+i2OOfcI3$mBR*t7MLrgN&2-
zl=+t{={r>MAdwv`v+p&=)zwjNJy1`t5l*LVS5K00fsnK!Hy8-B;$f#Pqd-!}CldW{
zW_2-2H$R_z_4jCMLVf<D!?N_Y_E_!oVz@!qkk-;_O<5TxD+S}##4SbxNq+wcVObN@
zS1Bg}D2F994oG%zz;z=gbrV;zeT&i;EDVi`d>03DT4moFr~b~qe?>%U_ubtepR+vO
z;pLUig?U5H<r02c#<_6LsQE>o7>R$l1b`8w%BnKacq?+H#jcWl>D3-bnM(t47cV@@
zm)$RtY1!>~*f4*$%yGSWpli-RA{oE|Ck`p(TH&h&BTSx9!QV!lTn3zJt`Fh%>=$}(
zcfy_Y5&|8er3B@&7TpC+=LX8kFi;WN6QDmUYjdxX2qdZ_D7(Gza&Y8KjSbiu;3w9-
zx?Oa|H~g$rtmU-Jq^!w_kjcvtJ4d;UIg@FKNf7v?6HX21&@0%MUDnjy#4;*|J7GI6
zh&72Az&+;dn-HkHe%|o|R+A1NS^BGwtrxyr^LFGRLc`t@o1kN-7vDx>VYC%mGwdVi
zYUl#D1|bB_?(9w5ql6o4IR7Db_FSZCg}wGga})cccgOpM^Ub33b55FTp8M5YUFE|E
zXnLa6v(~~$INIpEPL_cAVC#A1AVryCO|lRL8&_}?=_v{$_+l|lscHdYmKA>nHUXUS
z<0Oghi95{h_<$!;q}0@H7zs1xdn{C5?tia1D_*KC`&IVn@9FzWvj=6gEq>EK%EKX}
zQy_tfDe#}0E={wV=xBdl?e#D`v95+>@u;9g9drQgC&grrY7+(cCdatzBuiB>)6d24
z(AM;3zMbm*1(9Hp@O{@EZ#gUX-;8&}Di*}uRsPW5d-3p-E1_@w(K;q;*VlZ-RUN}~
zetfbw5Bgf1;&a%{_V@QhSpJjMy{231`MXcV687DbX&|WCLj)%n04O48v_RwtV#~^j
znU<NBI_CY{ps167?pGT~rA0dt_IR~VmniH&eZUA|>;7sg$>!~j$}%#VG@Cr7&a<C0
z{R_2Pwp2g}(?Zl=wR)q+T(0|E_Z_-soWMyb$6&!P4Kul`XDUi5hO;A3pLd@x8vUG;
zVy)nPK*k<0-WE?&>{j`xLNzehIR5)~L3zlAC=BlI$>SUXiF>fVV+Gs{VT`1a#3k$@
zPJom4MsRDc-db6;HK<GPqJE5u-Mq2Pc<%C5zZEWx^=j)B^hWN&n_e9MNbhJ^;2NEc
zctS+caq<UGTQu5b=c*&(%S;Q6!<w8kOGqM_>`sD&DfpZxFm*;-=*LBd@WywMxl6!(
zUjDqk{&wlAjhBNkcSd8-eH*j34fnhI{?rsy5^I9vXRzg9S*O4k^?ap0F$_6fCli8J
zeAP2e5$Uo$_LoISj7moYrOy(8ogp7^3+*zC@6Gy$aUEzNlv@ly`c@>4id|Wlj(*gw
z!t`~FP<GyERr+rC#3f-@{P4of?lZR1g_E6eewizEhAc4JjL=2f#=}z(2S=(38lj+U
zLSF7Xgqpdb$?OQw?Ny(4=s~94DNoYHw>SYr)bj>s?C>OXxaaG?<X;mA-|G+VRgI__
zr2;CS{CW8K-k-zc5k)yl_z&1wv+I%Ey{-4JOrDmXz`E3wi<UtMAe*sqA5~RRb<y^@
z01f4m+~K;=D|-YuqB9dGaA+)1u=J6QR|a)ys%FY$+Q*4&i@!FzSIxfp)xRSoQ+zyM
z@mJ2?_y@OD_yfPio))aL4!c>9{0@M#%PQgtd*TVInU)goT@B9&+lyR&|K+-@iqGEb
z2Ujno{wH+B?(ka(Nx)x`gAmDb6cNE{nvPtK4q=b#;Y?bCVX*OB4OB3BKmQJzp+UPU
zY+hiyAuS`+%d`{n7mHRl9KU`~`p`hk+l*P^bE<osFAGqn<8wg^Dj_)!oApkSQP!!U
zZ|k!at*>8jasp@MW-Ho5VIOsqYDvm3mn|dbPYDcnT>zUFS1!5A3UIUvdN6kqm*ehn
zwIeimKW{HzOFt#vJvXj0nD7+Kkk|2oX1q*<?D$`hE{!))db`;CDC_m-qeo|Ie2%Kr
za~DlssibBPp~W47)xKA_e+dJSlwIZ>%-%!n@C5bN`nzJH79yELSYO(!Z=J5W*+_t?
znvHXG&sB(}s<KY~^;>da*A;rG%mcdu?YkHDe~rvk4bm6-c5d!)t7QA1JvR-N2jnS~
zJoiOL&q|DIGNAJ$ZX)GioWP@#XL(J<|G*7+(&g?c>+4O!y404o&S}0i=nP3;b+pNO
z<71xE0SuKAtedOAU_8ZA{mf=3C>R=0_p{np6))xlb<IIIGZ{V1VD94VL2gjo*CRY*
zn2ccF55p&cK&QvR)=n>Hb$aR=uf9@XoL#(QiG4eTS)SOA@_@uw%i3O^r5?Y><UNyQ
zvoaxb!f%fpC7-WW@(6!9)y7hIwp1l7Il={fD`&nBddb}WRE6C~`P`&*`{nEji2Gdo
z1QN`GCc8r9h!iymO8^3<oU~U$V!v{NP`t9z3+2;C^x$y4j6AAWc=;N>4Ae!ic8bI6
zC-#7k2Usbhh4d%PfsiaA*K=R93@3a~2&pP%I4>$S#r4dnzUmfN%%7B+6N!9vE?F%7
ztyQQ=Lc(FDj%|K^iFDdWn7MNU^Hd~Zlh(jIfeZxIhEYWA0BRCP5%#AoI#VQZQmh}8
zNX{hzWQ_K1ptVWP_)fzY@8){m0TFd6!9O%K<jjSQ?>9pk#i^MVgp;qXPlmkgU%dES
z+D<joqV(L}#54aI+P1f(=iXOhotRt;H!d0b9$@7f=ZTqda^z-Y#<{PgLi=eBp}`;y
z4eZR;owH%M4mVH)JQ*yG8ZPc^jH<!qcgCHjnA&Q~xcOatl5MhebUeK~y7Xm1Z}B7T
z*v0$y=J!`kQ^ahxJ)3s5td^;qtFW)Iv(5P7P3g?x*hk#lb%@VEsMX8;#+iE%0JG1X
z>T<p5a5&N>Wde-2k(8F}WaLn?L%+1zorR8ROiqA(Nn-v+K88D-?3Ly}DV>NgZ9nw>
zU4e{Bg6iy*jk%u5*T?e59~l*V5o<<Q6(I(xx#K~ic-HnwVISFH!kGdVp}Z^Mxv2PA
zg(c^EX<WN7{gjC?nan&HSaL5unzE_mnt794ds>ARceE^G((=gzVtBTcc$}2o36cJv
zmi;D&>vL32HP2k=JRAuHuL3jkJgcrD?Cq;+i8XdYPXMrx_FQ(v@-^_Icp1ncc`DWe
zeD)1Tu%xLEOZIdiz;NgFt9Y(?`L{uAHK4;PNUFY`jB6wX@T`U_GbS^pbu45Ho}|9t
zt7E2m+u7hkLhHNGvjzpnei~#*r-qna{(N*jt2uT2>!YWS#LnG57g7}OyyJWQ+qn-J
znuwQ^N2|jL)QN72H`cKYJOy3y`IWokLTkEaor>)q-8p!P2$BF7`&G+j&)Ea!r974j
zS8d%}2+?6-2&+jYaw|$R4FA{<%a}pp*>!Lx?1Z=rvaUSfMmmG`E)~J8j(rGq`aTl{
zrAl3(2Vf6Gjv2sQxr6AXYXDULH=Z2TBw7}DR>Hc`S;$83j3;>76^JPGJJddQnr9m6
zKNLnNG|2@+&r`&z+IS^ZW7k5dL7+pLGmyj-nNKTFZ%EQUSyA`yPnK|$V`GG&U~*n;
zP+mJ)6N|Ud{atydAVOVx)#W*ORoO4)KOr5+l$9qrQWa)~jEo)el%As*e!mUXeFHHr
zs78L3O9HbzAOe?|nko@sgH}?ZNWl0Iv`<O(XT#7jyy4I1<#V2GDWDL!-c&b%Hq=d(
zT)^wU<C}fQe!uC)^LiB@rt`(t>&JAQhqgoSy0he4Nv<OtsJ8nTFmUA>J%Xz#uq3SL
z>WV|SAtb3<oy?U~&GIVOIzPRV;K9Pnlr(Nm<5!|)@d`@M^f<(mEQKF4xJQY!k*q3k
zN(iyQg}@jU6KLd}x}!G9v3I%5&nGOUZ`q5i#r_paZ@A-I^eax=;9)`OejS@$^tdiB
z2EIw7op!ThxKsF+LRMK<Se9%tfE27^&w~s0ad1-&4s?}HFjY?A>#=p8h4t*AmuFO1
zy>oPd0VP--!w<iI*ZZB{R8(|g>*CYBDoQ{0+0R@OS$%T-#OxL2z09eW*O~i*0n0#M
zacCOYpEqqC(#l+#K!Fo<$w-ct(5nba@-gf?)IA5Mh9qN>Nc_EoO}<=4H2l1|<G0g(
z)t`{gBIM6_khtr9)3Y+FH}2U?b-d{d-O9GpOS?X>`RDb!@e{I&heQVCuTo+Q{K5t<
zy-BmmguS5(3Q94AaVC*Wy7?#jcG&~%51}DCwy(3A&)z+Hsx{}wOtSOE=eq_y`9(#W
z2?@<5(!aeO<~!Es?XGw4EbhIyy?4^SNW4ce)Zm2Xd78ZiFm(xguzHWO{)B5{oDgu?
zPC^GxkPme%onJfX`?u)P`<-8VY-1%8PxLE0_WR%Ox9mTw|N4t8%@8+4>MXYOlavS-
zV3omo;?RE^soHxK<bG6(*`JX(hV}j8aP_qlB`z;!bUL(4d7m8jJzDbRMfM8DXWlql
z-^#uBh1nO8b7`kSXPR6RlxBtY8~rfPi@zyqk#$Z)cK_=$w;uR3a}zHaD|rE#iW<Tk
zkeDIlS&(75xSMp6ppeTJmbkhsbLTn`sLneLR0Et76dL3>M|ov{g^UP3NnLdouH(Zv
zf#u%M&y09KF73E?CRGh60IOT!Npd8B9T0-QuBvv%UiGz*SkbL})^ry0`E&G?@xQWG
z2p2FD&@dZY)m|$~s)^a_UD8ng^QWQ^w5dRbK(n*GrrPa|@G5L+|0rL?>@OVo_!vuy
z-?2woxzh83gP{b{7*!)rN<gjkk(RSOaKb+Xa3x_xa(MxtMd9n2z*$Lev(~uh`^z-5
z-&dIHDE<FpsIk+*hmkB&Y+YpgRX)fvg!juRKe^ohC+=n%c6~$WQ5!TC*)%qD1jZJ;
zOaW9NCheVTA727fkarSswF>RRHmjNdvyc1WL1V=#<;?6RPl)S5*YzyM*Xvn1PyFl6
z4vjnNzhC~r^bLRFADaFn&M@0k@JJw1B>u0~&6bnXkrR6l5fhQN7jd+Eo18GvU+TVY
zdaQr(c|q}3_ua*TjK4x#CsoB~7Uv9CXZnF`n7R7~LC-}1(cEUwJ#C*YiF_xo<ZL)c
zayD$ZOaZ&OtvR|#L%Yye2?rk#k)(8xG4Wp61;GWo^Xknnk_5pHBh`vKb$O_}k9OPl
zuNpp$yYwJg?)79(umAR8rPh-_p8S9}DO#bx%M+2#WojC?+YjvDPb)<)JcE3=Y@CvH
zY$@xEB&EL06FfQ{m7OOuk#Wcc%ua!bX~Wq`Ky5Kq=@f6zGqG0|JJuKZ-wn7)CjEC@
zf)@N4+4parx%7P$%BE+Q#k*L!(@CnqnIsXS{ADofur^%0(<X{IeEMyg0na<|lMna~
zl|Z$HY(KN7U_p8wo=LhRU0B9{Lal`MVb=}(X5Td*F`I**=K``X>Il6(D)LnEib{&<
z6&=T0_J%*N%sohWn<jJI;o&C0&qgg%N%L$}%C+1CwR2S#)>Kb*seB3XoP*SI8wLO`
zJu#KXLoa6v7H1zxu?<K3d=I@JR`3jUP0nnT&Q1*9*Y`}1_@B_4PQrgeD8%Q_4gU$v
z9v}HnsHFGME-o-3<Ju`p^KaFYD*Vb9GhYuL`duop^=04C!3^GS;i%!4|J@w<)OfKM
zqRB*IZU3H~<P4T$YVYK@YB!;egrK4WN#$0{{}@#j`1VP)cX<gNceDzPW2dzaEl0Hw
z3f`t5TgG#{ex^FAllK?Fn<oe(Ovv71IN-WSHpPtF)h0Zl0OTv7)KH^SxBONfzwRU4
zdnwqF)91UYO+551ZyA$o;FhecjtrT*#&JI?$U|g0nb-p#l&s6?Qm{{r%!>MC7)kH1
zLctNB#C#GN2jd1Cn4mP$)n#VQDvJ3sc1UsFRTDjcC=8-+ZvcVqqcnq4rz)~_6%_u~
ztV$z7|3>&By|=p02Grw<V_)0LH%V7I&OKEiFe_4Ih=v4dqG5It$v(5*Y8!Ui-W6ge
zU4IK6M+~y)f5Wg$-FNW%XKbob!l$oM@x$B6gH(Y?I=7D=lBN}g=|!gN=dsERliy%)
z3Xg>h4q@4OZB0DxffcBleKn?lb-#LW`}!EOTfLUxaT3N;ec?)g@oY7l5E5ymmjsCF
z*qQdK<ia$9@`zy*IiEuI>*i5`F~5N6m)EkXL98T+|1oqP{#5;c9H+>NWK~3FR##<@
z?0vahcaW8YaCJ#sLNu(*Y?&GNUhcJZ@3j?WMAjYDy+)CBg>OcR`2Fr*a31G8&iQ;k
z=ly=ao=;u{6w)ir+o{=6!AoU&>ceLCUJ1BIr5JGQX9RAH?Y~T{tz7p~?65<`e4KFn
zY({%mWo1(boC0<aU~Y-hUSZ2KQ<I9A_|BSHm`o}nI$ZZ?n*|JIjr6w@FY>7CuJRoy
z{w=4S7S*;xy}JEX34u^i4w>ynx4JYqa#0-YXxh;#K^xE8gr@vb-*0GQRy?uXAe092
z$@PfZp2o@t^K+dl4at&x!9VeDA(W9Y7V9Kb%YUAgD78Fy>Qo-K(<A2#@F5go%I<Bh
zBBaF4+G|tS?;?lvt!%;IeW1gkIOTQAF5388q^8H4w=@c$-$-__7Th`}uKeSs+~?O3
z<><MEN|2%X{ZqIFh?I)pdFcUn6h5aTQp5$p2S|ZwzM{4U2lmipH^86PL9Me}Z{B)I
z9CqgLcptr}1z5^hGIC9ARr*9P4?3LN)L0t#wXnY{a7q62(=mztC-EzHSM0NwF8c%p
zJ;@|~CBBrO$9@y{Jri;CulI0(Vq3++D80cWDh=Zp_EUrnRT=5FEvgzZ`4Vp!P7zzS
znDDGZ3<fU7jGU|DK6IN{l=MAzoKX)LjkQ%WsS^7i+mmbBBKg;5VIox`1^p0kcU-??
z(Xp)Up#P`WlHb_-=rJogied8S*+LF2hE_f{1cI)yGPo`fjU`9F#eJI5&8!GqKBajy
zf~hSP7;9JW2d}Heu`AnH+Mz_7rZ_~=?dF>4Ijt3}@E865@?ytO;DXuudO60tp>?w}
zHIx3$E=N-J(SjqeW*UvNQ8TLX;Lmx6uE_h9u6R{(o5pzB_T_Z^?6=TMpN9Kpb2a1-
zglzhDxxPI&ZOC}Sc_!(bzj=)KDp<y$V_*}G@{37{CN*LkK58;}BCwV8WC+C^LwYgi
zR!~r4vyPPX<T-W9BohEknYaD>pYJoS6phT)&r))F<zI)Tu{zRsOC!^RHTsMdr5!U!
zTcM;Mml&t+!nf_Rf;!j#@XfC0pOwjFoPQlJ?Jqs}SNPXb+Zo%^?b6e7Ln%Y?zs}#X
z@)uI{KG;<EKm3Mdv*z}_cQwXDSWbg3ZSqsVK#Fan(WOC^S$y>AR=TY3xm=0Gvyt*o
z(c@odA3jNcEhwKJmD|kKw{wrZNTIMGvAdwu-F~mI%nkuX#^716JNRD)XRU}_?F;*a
zPm91Bw@WOEC1;HYBu^Gw7IL;hv9U;?IB7Eatnwf@M_*JP(27C+C;RpJdk8&MATj~U
zJT2w>_x<}z@#!ZCr@J4XR*d?T{!H=He~O_8TXHEleuW2#Folo01$jHK&Fi3&7KtRZ
zk#hh1gR4OBcW>VWY{iSJqA>}SAU_DCv}F#1s~F9jzG@0=PEJ34yxLATl_Bb$zV~>G
zdigg9aUC0ZiJiO7Hmn_t!l#lN^V-D{S;?gIm=wrmv#j1kwhHhDP8s&%vYXAnk<!;x
zyYQwz8I4oneCA(k(Qx6uAt%`Bm8!|jPRvYEbRAPdORbkaSL1z-w5iX>*C#{8w1M5s
zsJ$-=VRr;H$hJmg$fCH>x4i3f$S*c|;Y#@;o=$%D&%QXedt_1WY<pQ-JHDIRE;zjB
zdcbGsRZ`Kk8)}x(7`~{=OwF6=@0{sZV5bau-F*CoVO83p=jcF*bO+gOYfm|$(une1
z;6DX)I}uT&0>4^5LDRFrjm0zNtDZMU`p#4|j&>URvl3IVS!G6O2!uMXbPdiAz`91!
zA@fzWgd^hcf!(RpeAM;cBgd=xT0B7K9+{!C$0Sw(*bqB8>K6npXDBIR(4sj)boo8$
zaEv_ujE&~b8O83;x!;6t+<iHGF~0Y4m)Wx{p4#^PAfUTSm_GDnqCoQa|JVd$TZ-CU
z)tn0v%8k@5cYI*p`MrIB(FO2Zvh&4IQlUfD7YGa&)j~$+p-Rt&99UMx4jKOUBPNb)
zerM83OiFFPP(Rs`aB*$D(D0kzEf2Ei7L4s`W+%RkBT*SU|L{gTG${F^A|0iG)NU*U
zFT&g{(EUEj=5ZCGAibF8$vet9m(4Sv1DTcHAelUzme@4I_tu0>RH0Wj-WHb}bg97)
zF4DBbEcWs(O~J9{sM+*92x4X|k`n*!9KM?NIYn%ZZ5{D2;YaIBhU<&1y$KCi^UI<5
zO9JX<A@ZzcskH)XjN_?2_<FDGnQ{KB0N9P9kctoR5ge0a1T%0Q<D18kP+cR9{fSah
zC@vmF6cobTao$>a!;d@x6-NCOumt!wgEPG8no@0ky}VFq3stFUO=Yvq;?ydz7Eewt
z1==kXiD<1=b!4H{YcwqKIg~3FAsZ<VCi#(e<OB#&Q?`Pa5?S|@H_?i;T3CMP%McL`
z>GwpYCcm~@2T)~dJj^^zd96unX3yMg+$iMcN;2_OmPiHilkQ1ZMETc2jojZ^vOREs
zr*I;E1d*x}27om$2>@-)-pS$2Sm=|w;Cy-X$=%1qA`RgmPu{$gwRk>nv;A=-9;Mae
zFct{mULCR{|GS4CUic_{IzTV`F#XB6h4Q7`73=KX^MowLj*l5jiXj(wTaM+~4gQ@Z
zEb6@06Y_7{I@2F1{rektb3;RZ6Eh<W8?yn;|1QKkctcJiS0ZA2RkyTMis!uqGW-0M
zKff*>Nq##!yvQ{kw%f~n<Rg5B?O#Qx6RA8lj=>L@5jm?(7GVzaC|Jle+w$04y_>M*
zcy_0U85EXd)hj3G$swz;8n?PPJ~tR~CGYZzsino6H@$4}r6#*YH<t!owN=|79|&(O
zC*L8hR*tnWJdZ>gbLvW{wak-ElbYJBX2GX=HaG6i_pfb<p1ac!j)JKKUUQoV(GD3n
zx5LXPmybDHN#tw?V}sQ8+0AvxU2@^fUr_Hi)yn2(hh*cZ3T(wlW|ZHPozaEPzgC*L
zDTBwu(jPZZgzW!4kTVjHyUBI&JuI&1<3a8KBc%<4_p3Y{dgFA()uGcW(9O(Wwzx$r
zKL}-gw@v9b_sOGtK}d*l&}N>C7?X1E-m+N|H5c*DW%iCYt$~ws2thbH3?{_**`m;d
zBW0$^xeE-YDeqG}Plf)9<)en6{tt6;Crw9k!n=Bd5%W(&zTCBuwHC60X3Fqm>_UTp
zf(Zf`01(X10`0Kqk_s}?`Sv^-0}K~yI=a5nuP!=p!_#~`reHJ{1hs5t3eG8vvjk_W
zR+Hu<8;D{ex))98e1)18cjMYRaKnomAU(%>@eHK<NE?G0gt${#3AZ+lf`w<cW0heC
z=5fEg2{DP>8!GE;!08qAWFSOMjUV;-_B^%n>UmeOnCDF_<$S2Ab49*FU5}+!5jU_J
zV;A@HSk%DQX&CxSMnT3xh+X+o1=a~%+cgQv(@nrhiqahFY7^Q?a9fLgjpr>2esBP1
zA3*tig($0B&KB|77&mTZu&JwYOSV?Zo*&CS9`o__P14c9<51SH=4CGNN$Pp0QoHRP
z@jo*o<u^Orw)V7*?_uX+X(>;r`!tBV$k=lX(P3YLuz~nde1tEH+DcB%Ixb{Xqwp^5
zjlfxRiL&jI3D2xf_<9g0QasSTx>`J^p!n~@HcG2d(hMjZQ`u^SNJCa$?_9j>o3l!$
zOldOdw{#3A0yC;Ke%#ZMy}QUU#K$JG9p4uBXPdDVCcm2gf_i2cY*W$P>njW_-sK<@
zE2w4(xe%4elabia&&aUTR{C=+oqHi^^forGx2kH%H&nIJwINoZwLln_#N<UHIVqE}
zRV#nE*B;f<jJNb3it@Xu?I{CxPjz&@iV7zb7#u51(C<BW=zuJAgw=S0I?%CZv#1p(
z2MUO4utkz&hWccteEL=XS7NFAY>3>d0Zw=)=5zLc>_U%j`54^4{x~Q$M@iT3Z3rx5
z8VA00SMUt{LgW9~VgtWBT*x@~=%5K`AN|H6=`XU&pW(-hBS~|DO^+~4D{}FD1oWYR
z?vaAB--zZdw1NFv2%`?`PDlB1qIy1Rcv-rd?67`2X?_OOaS=h0{Dj_wYZy}#G+Gc!
z_Km;#Nks_)%NI1|<-Mp3mXk)G5)l~Uu-Vcef;Y-sksy{N8I@*fc@rHa+DrSSid8l<
z%&YoA10#9t0@hd*Vxl&^M8?L}UO~}Jz4Fk7bX<NxQFXVs?evOH*iyx0Xokn-)x{gP
ztQ><s9KLYmuG?GZ3dtteJeT~I%f&Gy(dE`jgY6>Tt&Q>zaBrxoO(O_2=(sLIq)qbC
z^!IA{hQ0c8mFuQ8-aKZm0;Em6#FXetk+D+@rLhN6?YuOm5!D8P<kg@lmASTFV5Z9q
zH96Ya*5*Jy91j-Wdww<VOhvY75r)$$U$3+hT6=3?u&e3kw3hS}WP0D0y!FeWmt2ZB
zc&_^Fv7LQvWJLM*{&e^F56yV3(b|&<raR{xpndV;{i?b@qWvuZE%4#&z0{pz*rmY4
zGn0te8IMq`g!!xXg0Y4V=0SWuTNGL#qcSu>c_>3tuU(yCV~22?aWX;R`oYQWt_s6u
zmw}(w!MC(+aFxS+tb;hcsw(+SmT1!CJp1f}C$DsA{+Bp1kN7jg;xnp+PlU?<d@@Yg
z(Uu%!|7qYWpe9v`!-CYAxqF*boGC`%7cE`g;HbIaz9~Z5a7@r04jqXUkIDnolt60P
zCZM>`<v0r^%_YD-hK9~c*C&ZFf<8eGVT%@aS8XmXxTSBDTNMYEzexJJDkeiSu+JRy
z7k+&@YT>5DpKk_RH_K|S$iMmGaMdD01luXGZl3ZGbu<cnZtGDL!U&-QOV(@>QSIw)
zt#5+47jbc7i^YKjIZJ+=gz9-SA;_t;`!&qVW}h6r+QlxLx^hE=pBdCWsC!NB^zg$F
z=A9f5uE<*Xw+vcr3Watoe%B;&4m1-m$r3hhQ;-c<qIAN=|FLE0lA~X`0l^AD>s2<i
zDBq)_^2xjH>)xtrXMnU#g@@L+gMns;z~?Yd-)HrGX#2Cmuel^&{?*9*lhKl*KKD2b
z+qQFQO7zg0bQwsY&5&JBcITwAu?v5V?`qqu|Bo$Cl{sv}B4fe#QleTDVbq&syA)+a
z#^Mhpj*7$?IgGS+RcjHfp*cITL_OwnuEv+gzchr~g?9uTs=q|M;`*HNR`1eKu%gSm
z%><W&^FIqdC^1!;*I$Lr@?_@B{Hu98sqRl#W$NCxm$!l6N@VrbFNNlvVYu^{^YH*-
zZ$6Vw@y>!3R6~6`32(+R{0(TSNt5`~!e4m)99KX1kJZ50F0D~){v;GRcw+jMI}3c`
z`tpo%Sn0*`rPy~$w{GB$jbnd2{^G#8kC1Pnr(*n(HFEDKqJ$T%12S2g;gk32eM0w*
zzFsu4cz;VqlxI`-znH<ho4bNspRLq{Z~qPN#Z(@^vJzErSmx2QEK7)#4S3zgR$7V2
zz7M=OZK@~xQ2O-lmw!C76B~UCgFN!q0jx#dXJVZtQ9)dUYlsZKC{w*(Ipf(FNbhrp
zQ7X~c{P)Xt)4%CH47b;zX)z)B-K$gsNJ1;a9GfzP5SgsQ-iHNzdHB|C&2c4(i2#>G
z%bRdc*S?p|xnyI*+sb@h&N%)Y^-@u~_C*Z4BD?(Mi-SBy{#TF_A72ia3#R=J$cOAp
z8XCfR7wRG4(=_F_x4^|2a-Oq`C#NK*y8kX<7Z#XR1brpXEh6gh$2{{$6`<Kl$>&D{
z654avZECIE6;({_^~h#ZWSiSpHTSk@w^E~>rEszR(HCn1gS)>=B*+kOKx20Kj6a_<
z0I_zC22d-&W^;|(<2iioCa)d!C%$qz-bKII+T*ddaaT<svG<V5I7?cZP$zHl3||rG
z{4P{+-z5EPl)?CimjBKL$n%tPGhRGZw?F@C{#<EF_Eio+>2x1oxTKaLG<}vRDKsEy
z3{|Q2+gNf?!mv?pNFwp-CT`E&%0<?p)|e0c0GE;WfK)f@FP1sWPwGQirHl)1^lWc{
zW}&BxdBkX}B{_@h>$Oo}?ERvT9h<i{5GKKtmm&*W6}XAyi!RR%Lo5E9NC<o@$TNO(
z_Q^}(OY-ccwu(e&Wu~g6ok+SNWaqzvKzit^%avXC008iLw}N@g>@O0W$#2BWOLHi!
zZn;5nE%bD!m)BD%FRHLKRCIY+0kf2?``HLNK_H>>W4=7y5RX#b3nzS{=7T5-%Q4Qy
z`o(ETE%i}V>|w5*Jxu}Ex@=Haqs1NS7$eZo7VYYm1C!Voj`h9b-`-z?(tCriW{9Oy
z+OS1%5a@iRH@;A5*0XN~u-sW7JiV)eXqc7~Al)E+@bd-&qwO-a^Fa)FXEqRYr?L%T
z!&|Tka-J<^+9KFO?WZQM)$4vkf}Go*VK3VyR*(v|3`hMw%(W|AQ)~Kj7g~5>P12H_
zQ`UTVTT8%&F^jMERAEXYSq<Y_xW>5t7xOw*6K4&{6&*H#g~tDQ=vFKKS8oTd#No|W
zy<|q;SgD_E7S$`HC3^F6s_7ny08}vpLWRo3_dCW5#n;PIe~4VinF4JbMO_}70E+D_
ztDaS2-CQjVEuVIivar*KQ_=WNZAqMpT5o~ifbK(i3WZXkAjf04$Riz}(b8*i_tk9V
z1iKSs=g&lZ%528LC*2%fm#iOL?~EVZ9_|WnLMaG1!(vQKyamK=^C;Q*UM<T>$`PRp
z=0AH*WwT|TPUCs``l96ckD=IR#hVKTzt|k)CpOOKc6|Q*D&>8Oe5vnQ$A{W_Lx*zB
z>7gnP_s{E%A8~)~n~ytVI<X)jCGtli{>$^1r`WhIZPGPfE()jQemQ6G(O;t_J>=qR
z#gH{wj#nLY-{FbSm;LAUG!_(BCI80;4$CH-zsVs-NdM;el#u@7NiJzAKrl;N<0QMA
zEwtM{OFeSy$76}J!?WA341B!Xhqx_LGW)GVJFdoYE2^6?&e;Da#LY3z$Yi`~*C5GS
z2&}$b`X)swlJ&JPIg+g2GLwHfFRO9>;;W5WN9U_7+t6}qYOzcF9_<{od#Yf*28Gnm
z*eMi;h~++$SGruZq~}<t#jl}?J(1t^RIP*7p}TI{MWe3+_(@Cs1zTfC*6758R#vrz
z{8N3HnUqaw#MG1msSK8e!qz>JTh%UrtsJw570i;~7t(gN5V~LRPG4y0vu3{bWgzu?
zINKwkCam44*)L8$6E}HIjuTg+oUDbM1~d*71k!=~w<r&0CB%XNT>rJrnh7N+&RSyV
z`Z^wK!6F-kG}HhtxO=Hd*=})jq(KHkiT?xInQ<X6=4>h~<}8IUWhRgW#s(mdHYS}j
z8A_XH7L*r8yBRGC&A0Ng5il`z`Kt2|INEr4|MfC34*5B`Dk^^L@@%J8>k>R3oDw9P
zu<+`k2-SzO+;%|qix4Z`R}>5o_CtE_A#OVP_2st{jLj5>PD+wfk*8?UgCj!Q09SvB
zEw-I;1?^M}(`AzPB@V1$3Gig)q5~1~+=H8tMdc5fEucs^COCYwiaTNsmX>OYM%5)6
zC_T>C&B^0?u{I|UAYy>Od#a+NVedlO-4^kZt`TBFh0%u7boPQ$C7}f<NCBWE{|x%q
z_%-g4t;*snXO3^Lv*H-%Za#1R&mdE5?nhkbe(&{HT})<obwC}tu=9+ti@PPb*zZE@
zK2%04n9PB?iV!z{dA8EeI6oMm%rgPo!#uXCyUapTB=#CoF@=+e%OFEbamnCH%~zV`
zi4B#o57+k!4~3RM?FAoj<|)_#l%K4pCBPG;f5pap?Ox?HWJk#C#T}qn)}k3%l#iD+
z4aCEiUgB2Fq}VsNDb<N%A+QlO=Mp%Dv5rGDVbnYV@TJ_L)7G6?y~(cbd)u58Dom3(
z^jPZ5$#CJf*f$>c?9g07dD?lM6;-SX^Rpc1JkrMVp^|4lI~`O)zX#;gcioN5+J+&q
zjkMFaAXm3xn{_svMeTbw9^F$nxGtwuBMa~NZt$yCXtrGsK&cUCqOn700<rjgU617A
zF-{AB0wnd_B|&w<wJV`v-7ZdV?Z32fs<rHq?%2tb^mM2fu;qTyZqpBTR;k9<I^sW-
zg@sf0iu;FZh<wG-hsVyj9WGwTh>g}OZLBT_973J@sl(?_Z2@OdrjK$89X!27>ZY!b
zVt&}Ecqe@BOw^t2EHm>8B?yWUG^@nW(pe(t7kN4CTC(bun1BEc&1Qp?d7p-RzH!L}
zA4P)~T(9)X+Rr%Ly3Z|tTpc)kQ!(nbT*k|<Kbw@Bs%Q}(lT(M<!YjHb;hHQ}sP((O
zybE^GLObvMh*dwn*^MxtymjC=AzHpz+zAr32?&B(5Ha6v!`h6Plh2qm@PI5L_x7=_
zxt&TaqRhS;#}jG`9pemwR+t`Gq+6s6`dqvz_#}O`d+93MReRgNx<Up&te4*#-LOdi
zsoPyg^aOlYZ6wVqfxp=z;o&IFz6lh%`>WYPV6%C;ezFq>2HBo0tPFPAzApPeHi7xa
zEC^N+^W3yU2GygEw9`aES|ZijTA7}XQRo%UxedQmT5a9a)<eV;_Img@h4`RnvOpE3
zuwW0K#rKkOD9}5{*p*bn`q>|Zw7>}D4?9v@Q6aEYlQ-I%1^&4AktO)d$x97_n(&A!
zL&k)7Gk8efR2-$ROY(Ca{=HQ8d`D67$Dj90EmFnD%7@SQpEk}d*VL$aOz&QIhq@O&
z#<L=mgn{Rp5m--if!UzoPSW4IZ=I$zk1`0GAW&Zcc=t02lh{p$PZ%d(kT;awT`0d0
zdwoNPwKrW?Me3`qKE+UzHXgKKcjN9iCe2yi)3IydL>cfw8m+z+&_kGBmck7cVm<q9
zKMlL6ufG5K6LENdRXz56*g1RXiL8F`?&Ia8l2!PD#au^5SZ|;R^9V%VhGLj%{2oy*
zNY6ov+0ng?hXfi}nI4^C45Kk~|5$323TV8t2kLek@MRU33^@B`_0K4%uZWFc3m}E7
zS1&2KRJEAgPvZ<$7kdFgSRhD~U_Li;UNlX@<l0a2CoZU$GfDF%)yVPD%(U0H_%YQB
zwQt~3Y1g9LEP}+vH_zGCpp4b^{A1qE;uoNBID6N4d`Fmb!I;MYA6&L5GVRn?M8^@*
z-e7W$|7rHE5i0H9uhpb?)7k*tInmLQe>9p~@dTR14iae~yM&!~ahX%n+-zJxpxfx{
zB{j8OTFA<3l9LlyJwbCo5}>8;9w?c&@AM}xdT{>@I=nn_pMUHrYbs+Z<SO=4P>|hv
z(3O9o*WTKvZsenir>sM}W`)Ld?FuFG{Xl+h1#PN$mD1nS3$Q4sM&gxgdT&M>@2_+8
z_PCB_grWDhiZloIy3<ZFdl~zZWrMTTvKXR9XdATsvbX8<QUiyQ&8+t$jj_sqcEUaa
z7yo^@>bd-Vd^|<b)!RV@#4c>-8j#V{&%(K0WrBfb_oz8$f-ZBX!D7M$-e>ef*}u2r
zD0>rsEOu2G!>p**N!PK|VHZuz%RxWvbt#GFmJDM2O+i&J_Y$cGWwur2<iq?iozRFX
zS}5+V+Q$aHpbnVxey3Mdr>9=*nVe&DpGD(7|B{n3L$MvN>Faf4k)M%Q(1!Mb$EQE5
zdF@=!`!`ArXrqLkO>-!t7Qk*|8IKlfufKwZaXCWPV`xM6&2!@m{v8P3y9EV1;?`1e
zO1-tnr|IW(^c+3cRmpAI7e1F=M+X7iS~JtE+_yW2U{J<nYDqp^q07=BnmQ9}j72cL
z(DzqEiBqtrT=yAXt`Ay`VVebv@9-l#%DP<-D$U6wFKw=P8H(unx&|Qjw|;$C5gXpd
zhw>?mKqB9|Tf!*Rd?lo)P2g|psZySsGs`hXH>2#~P-YBY(dOy)C-bU_GWPlE3g;dX
zYNjDa^_FLAdP48w^Lf64HK(DKL}}Sfg)%hhJFkR0OnQ=>c!_=0iR%Ut^Wimp*DdVK
zro({Nf+wQxcXKzCEE+59QU(gcchBXTB^!6&PhgpQK*Hw$2RNJ^Y@ABdr{g^*9{HEv
zBLBFePMFaC3#e-n=PT;8W#kZg>ziZs8>ic@I|pT!cIr5!;-m5YPNA)yTh4gW9c*md
z+Qu6{P*$rh^?X>XQ%+#`VNhOSDKz*_9p1|}sM3Zt(@!danj-O1>_aLNkjXs#!b=-S
z_f?hrpy^xV%jGH4(Y^77m)}vl`^e6c-gQOhVhDf?W}BXq6Yqp5J{*nhBsGl0>IF15
zbl~Wz2BV)TP8jT3ox2}i>!8s6uAMHWLE+Qgeug_|?_X74Z3s5aLbV&n!1KkZFt~it
z)5!=PI)@OyDTnx-j`+$m`((W|>eIS&F6Au3M62q)&e)jyXXia=p+4ZMR_o8{h-+8q
z=&yBZ8#U<4HaBC1sXD{dDm-Sye>8n^@|wY95+vr_ACHY~%h~dMz56rs?I_Nj<x%8m
z-zJ(zFKInSbQSI%s5cNq6W2R7c75_z2N6XtasSPWwEvDLQMfL4LceT?H(?qu*xKsF
zrysqtPhQ6wMQ66}9FeUJp-j2FhCn)BmEMaUC}uzR19;jqB=10#uQS)my&)RGtb=Qb
zc3)k7fJT(BZvT%>xQ3^?0TU=GD8DK(Jh8dj+@~w`c*(6G`{P3=fIQ>NgM>ZY79&5v
zd!m`zr*=)Id{fqQKvbzchi2<Gl4yIgNX5JhC=&#Hu3-H@NEui>>#H#`wf=Mwxk0X(
z@yGR;kLf)49o=&i8&8)gAinF{cyM)f^w==EyUgH8*X`L3XWG;P5g_TKQ?lQS{pD(H
z?gd`%O)X1xv+6(0{gmM~`aiaV`^&krE1>a-PpB|1YZg*D|H^gOh?ywI>mEIf0OI1$
zw8|*_|JarU0uDlulY210fOF?0KTbt?>3M&8;wiHndy$;nZ|A?8{1Eh){56Dr_wp4h
zWU=w7$sv62R{Gl=+f0+4{+hx}Eq_)-4NHvmi}m9lT&guBh2ME)$>PZ#y5U!T{<t#-
z@*DpSJ6^;wlg02Us9~LCZ`~(3xyg~|MtihBkE(Bc$QnI8HC>Pzu@K=+h7u+vNBW{7
zDsGfjwTV==fh%%&_~d7U+4uzt&NDp+4^AB9ZuPHJlk`1fpw+>pg<Vr?BMr9Z%rl)i
zB_;crZ@v@h!I?Q_Jy45)BBX<!OMO1nKVr%0HXY|mXz}%QDUd3ACu|IkD>zo(ts(oX
zC0}QDgiQd<Yp)k4>Xb<Kx52&y5v9sl7yt;I9!zj#1Q@1ml~J5yP_n0KKq3|V&dX*%
zF5fWZzczs3nZu6N3(|Vo%))|y+0?_5tS9KIu36&3&EiH%!3MH1-VtK(kP43&^;<j$
zp^9VQfF{*9BhWFn^pKQhh&H~iugd4>12s_h<7vH%pCkIxx!=6YvA!br!rM<6^6H+(
z<3GrCqrdeof>yFPJ)E@j2nmvRDJn6aOOlVRqxA(uNC_pf6z^xsURF`XE9gYZ2TQy`
zmw+MtzeaA=^aL6jj|;#NQh{{5R`T_qPu?#dPk64=fp`^qk7>nE`U~>!3QArhTmw~c
zZYB^9EU{ED^b|#D>AGJtG~3q)sdw#eEWrbeU1x_nc6X<|D#y%+9Zc5%mx5b%Io&Sg
zhZlg(1=2J{E~FhJDRAn}Vg8BddRo3iam8V3MAl|f)v77-5pLA{K+{9*;1z&fMV39~
z<wu{@kEJg{B{B`|mxr33di18pD(~t{eVv5S6?0Fj!l%0k(@jOQ^;A*@Wb;gS>*RWa
zPvn$K8U|F5ifyg4$CaF_+h9eaQdRxJIFr6KR5edCbYACmeJai^&oK{iY;$$~^7>7*
zv-^}(DA7UxB2rD(`*(>M>=_!a*_z0vOR^Nn&k?k=<>oaoUrQ|p3;R4?^|Cc8isd_O
z+RLud6RoOSV=>D_PW+e|pp(@RT6CeC8-e#{^qtLzjbe6**1wpnv`jlwQeYGAN9YKA
zx4_&Mf3yHXzJ2cUQ0pWn>}}!Yqkp$z!5b%#o1Y~?qgxLjmG{yRP1Bc~sPqymm%O>3
zzxjQT^{rk2l$iTB;xuIDYw$D^-H-<-q)MbIop*5h=#kYO);sgLL3^gg`ft{Zt{Q3+
zy!P=?V#(3JVSHDPXN|v28=4*lE$R48T{`uV^XU&KBskweuDDPwV0M26)3EAZ%<L-O
zFO>6a2<|4=Qum(>wR@_p7d<hqQ_(`27mgGk;4WjMv~(<rX9B1Dsk`Y%zDoc(^+5&Q
z!q6+A4_HRD-|Z*g&wYM-<7kcT1_rE?NE-FSV(bvC0Y|?No_Pbx3OrTXupD7h$tfYN
z`Bo4R4=}YMt6dO3>ggwKpc?8rJk|11E_@jy-y!?R{_kFHhfKsq9fIk+Z0YF-H_tSN
zLXH{@!MkawA+g0gPz~dfk;RiO13}x*k>}Z9;gp7t1tn3~@5;B`Yil2>N(R|$0n3YW
zl7`Q7D3jT}E>8^$*le5w&#q6EmM+6FJ)ZTb{7n&ksQv7grnu|e?PC=ekIf2?y2euz
z_i;E9nbx~>z&B<nsc{XaTf9tFNP4s45lRwwZ&c=2A4Ra#aJJ@15*?U_QMObv6U+kU
zRk5TQ`GV{>pK)Yyev)QWv(*;6V08Y~6zlm;znp5@atj>y39?hXwx7H1+%`#aU)qb{
zhXN}YaLt1tAJ!FTg_iaCkU9^m>M_Wm(ECO2H$H_iwqfs<MGi|=#gfT%F3Na3MJk)H
zd^N9*{I8D~D2LHYbZjbaY^DURP=ayPTRm^7kG4M4G*C6Eosarzvf+2;G*T-&nQ3LM
zNjbC88-E6A(SD>buL2M3j|-SX*7+`aCQn?3;bjy)wqU>BqoyT5=)GC9rG1oN)yR0-
zF~g$WXbGdPW-f<Swz}M!i;8jvT3@a;yVYi`@b~?y+Sip0kA@YAQaldd0fz3%h#P?G
z%-*@*KMYwCsYehPW7(^lUamGJRT7PEwU_ZVhz5ZEZlH@>u=VLpzKeHmzWjc+l3Y`s
zcR#YzY5S_u!s8{7Zij7~)P2vwBIxsd8TK}DB{zf?ur#27`(d_;2-ImWAn>WHw9@1<
z6dY+SVIyzyWhmr^wnWa;UtcqZxU+TjvMhdvU1CXhLiKdjbuu;VC<j(57pw8u*i>fq
z@jy3(3iD7Arn)ol<tI6_#B6E=I*_q}B39&a<evjM&wLMJVPD1`t#fIV{xf;)srp&A
zu?7kaC|tj|!r58S5MbA*?|{)NmO+gM7w2Fus37uFmo@j{#0Yw3L~z)Yp~OG&V1M%c
zA{MxU!@qaSVA14t(SGh6unpLG(9q1iZ>yQ1SrZgAZBqs8@c~kPL3^xC5rfeGocHBw
zdNdCYmQmZ#HHLF*^R8|9zs#Pe;wNXu#4=jLxSRr~!dCQEx1BdCF?Uiyl`L$vA+cB@
zW5Mx%Y?1`oZL6^`D)FRf*PNP^`A_mV_HZD0sABH|4#~+RjX^(4$^;!;`@FMcN<qv8
zHEyMl$8LOyp2C&1GE^RrK&E!UE|g!aicxWAkAr$iM&!6d_Kz7OqC<91n0sM2W`+1a
zHq*7pl1Qg835zv=X9T%eyQ&IJwEg$g_4X!8n{j#r2Xw1CxgL&rTvu_!(GA$c@lRYY
zdyP?e(uz}w4G-vHZ`8BH6V%WY?U}zVHQ~M3NjDw$>1nrM?c*?9pjJGpAo5FfD+9%u
zQ5;QIK^HgJ%#pKId+FEeVW<a@+_|wop<>`L!2s`++>gysaG{@z7%z)i+%|Z}<=S3{
zgu7BmH;O1&RoR-`NJ(WUF$H7B(7H`kWtFY?RB?1FY<g<>_Q~bcq3A+Lr=}jY-<>;Z
zK-(81(9H}qOM8?D2*jA(NmS<c75TNjT`Os~9%Hq;N?y3}j$J}WmuOwvaKWD%8SFi^
zw&faT{aU>I{k~c`!7WfZfH1dh<B8ONf&GPi`nn<P{yRs?LU?R!=el(W#YF?ntlQk{
z^*)g;HqJUcH{DbVxW1ly=SxS?FcaWAa3^6}{|=t!SrdfYj*c6R>t<Y=QRVS0*a#uh
zb5<Xd)9=(X;f;IOUTlXbW9t1*=lqY2?@nlR-7**6z|XpB+%q89FFJ9$^WJeKp)Acq
z$9eN+Rd1_!XGh2ZYA}fcqrsF#I-idg;M+?;#F7hL&Xo^zfD(mrDe~jrcm9m3=|3Bk
z)VNWqA8{Axo%`}lo(W(nqx)+eWEg+^=&N_^_uF8)X`fVeVwW%}oAeB}2o!ZAn10TF
zJz=Ji$+@zCTY!p}P?4-z-GA?A#2d$$vIWc5pqS}vv}pzk$-nJzTUj#*e#Lod8$LA~
z_@ICu163p6A}a@qn~VLRIPGcb@8XCK*y+N~V^F;o|27<9P{oK?t<_SXcm93S+09V$
zZVPq^%B8vR9%Oy6Z%)SJB}31uQ`k+hC1z1wv;i)?hLh?J!aHy$yg_(;l!V7qZw-?h
zj30#kF~U*#iI3X}Sil9oGC&)%v`%Z&UG(+_L1h1ddMi2s5O;j&{G;vr+#lRw*pH^F
z6G#Aa+g_?U3RFS3k6CdsrvF&Upze9ld_b-!uHQQY;Z#zOU3C*mz-wP&AZ;;Zrb}+d
zT~x9SbbGx?e{jw^v^vxvb>v&Cknol*(zf6>;(o|Ev-=AFtxHed4#%N!Grr&|p@oNu
zRHbY3e0@sLI=6_P=$yRzEKF@_)7|PK`OMIro!pk^y_6m4PlGXiTiR^nR>k{~l{Ik%
zsT-kHn7W`Zcr3ONhpoYRJ8FTkUfzXZ%2;t~#1*Abg?CX&p3?1P5re)FrkdlS&i=M-
z$iC?)qVe&LPVOviCfeF7U}kT?E_0*IIHZy)e!u+t1Ii)(ohi{Zw6eC5fEWb<rk4>U
zm^0aZ9uK#~R_M44^b$H+J~>1kmaepE9UDA~F3Bn_n|9&jjLTZq5(SjMcxBs|YZG{M
zr}|L!ei`tAHa=#huCf;ai~$w#GXQ`)=YuN)JEN@_jw)2<d<imX`3kJMm8Z->!TDp0
z+Z>Mtw$JP7LIJCu=7^fZu$^jd6}~7kC7;h<(NLB){Y)HBz^Fc8IuyLZZQD4{+wQ)Z
zI#=TepG~3^L-V5RCL@gqehlinn?$R$c1jpmaq(%>DLTrb4)LKeu=Jdl(mp@RvoUky
zZpZA_^#x=^&1}00t@cZ^yUJs8n(>m)dY9daTyf;|^{e6h7ixPhHd&F3Oel<fKIA&S
z%X6!y=&-Ixr!HqLq@c5FAZa%sc*D1a(!I>LN25mayIYLp)L7aXUw3maDg8dF?{<tK
zxTycltq!+(d$2~-E~SVMK?9GK>x4!&wNS9gBS7Pl-F+%IGQ0p-T<o5&b<b?QA-Hqq
zKqT>2K$dew0;e(}0mB*rs;UrTyHaG4^E$mKVL}pA{$WHdBEtWCadfojg8e;bk9GpC
zLwR53Yr&N#f=8+L{m!mRp*(?@NK<WFhn6B%JqIEbkW+0>&9=y5X}{c3bIorr2ZscW
zUeJufe2(*(T!*bC5r20~i_^q|DIWXdQ}@K1pdKNgzXEU_O0)dEQ;rWot*ld+{z$So
z+Hb}an)>ip4L$tecfq!QbKnp&sPO<lV&Esr?|BM$r><*OmDNz~eJ+C1v4nRxZxF_`
zos~<qw50kkL6L>DwTT+$^$)IbFJrAHqn`yiPabYy8oR5rQq;nvQU|82F^!H4w|Z?C
z;fmKje|8a7T{r862EIr71`Yx;B;1Qrf_7`nf+X71_6IXoI1@$ede@LHHK@dV9WfUt
zlP*$G*VKH&r$+A@Txnd^^pvKGYj9<<r2i~ZfPmqwA&!hiRz318vc(EWwWyG5Bmf#(
zts`QL*2c{S$5HX5w83Pg8cS;0QUwL&z;fHdT1}OE`ot=yi>zDz$Cm7<+hZJerFgqI
zV!}%*6W>vT({jjPChq2u)b8&L+0s?Qi?>`XW~LXK#I~Z`_cm!gIx)nKd%d?q3K&<h
zo`w;x;c-PoZ0f34?G&xa>&nXuw~PhL>_(5?Xlf=sYbHM`{)*fCo!s{5t%D2W!Jb?2
z(GyUAIpf@HFf*dylc}|TD`V7=@NBMU=*>A8tXAWLQERMU*wYzn9jEd6$6Dy5F7bO)
zXpg7Xt}69n^faxMks)Ly18GTKBO@-sV<E6372nSM7d!CD9Q}%O@w&Q$wpWdxIB@u^
zW+Y_tsrjGJoB(2U8TAB7?&9eCZXoYh)+izNu{=UD*aj6CsPcF!n7{Ip@`tx`7z>iR
zJR3}fn?7$k9H46nuN=$+FFMn6)f3Selk?Kbs_Z7^IIfFE(xK~GA=oCX`Z)1vM@W5i
zaSd)i_u))inxsFrIMxL{7m*B{+DPT&)FQvNF{oMB%J0SK2M%dLBd=~3+VO8?ZrYT@
zP-)R2P<O^IHuYBwCNNx^fgu;AR&RD$TDv=s!Z|<cP9f<Lmw{3Tg1ZgMDrO@e#!03E
zN})t2S0X3|FlAtkK!ZHp6O+}%N;F)6_$@5mQdod5rf`UPC3Jeq(c~QIsLs(G0m~i%
zjT+os!{CON4W*E{!k9dg1qGCt2)yM1to<+$sHQBTb}Heg66`g__A~;=i?<O~q+Km<
z##ZfJ3VG%KKekg>+@8GLD;tjsW&Qkt$J_z>r>V{<l<v-k8P<8IVWrIhJ-4xG{QfHm
zoI0ZOvpA>P1>%D6->8p-nww%J>H=D<Xnm>wo-XnK@uDAJKuCG+y5!SG+E}znYI*%i
z{(Rp93f;MbA(f74ohIKw{<hi|H5~jIgqUyfWVFYK?oGFOcq$y0(;T6e*kDng(T1C&
zqnQ=G)b-7CBWm6obKZ!z6vT!4Xg5loXiRk#wieR{n|E(>q8P`33@*5BM0OsD4Shwf
z!XU?5>hEg~CZ^i{nr23u{}?adoBHf!+kkMB@^Deh5Urcmf<<Sim7S@n?a`gCs-hOy
zl|e#Cs&%l%;?61@bJWxGLK`TgjWWq-$dj}d{m`O(IcW7{LfGivaA3VZ=N|69llBMo
zMh(Rq3<~?5Oj6<8Ojm7`^f_>3>YeXI85@A1^Lrd}EGMAKRJmfjYhr2%5gtFOv#5dV
z5!_KNEzRhR4qg5q+YRKc8Ct$e=O*ZL9l2hM1>&F1jIo8Z*&@RnJ+B~^5Plo^tRc30
z?(SL_xNsNGUYI>>Qt+%MQ%yu?W}9dZ>Woh{)mV^%KEmvI?fojuvTkRRpPC|5DRyF6
zg%2Fk@DzCE<@N7N!;#1A9#2L2=9}9Cf<vPVXWXDJw>yA!_{PicSp2HV-i8hA^QnO9
zRx(UkTf*}lgc*Y}BzG2n^=)A^it$=Ey>i{ux=?=YpIEHNqxgb7mn)Y4=6{?N(z;vr
z%|8Q=6mLcmYY{~LmZWPse3tm!Kb)z{z%hJpYGz8A`aC8!sf;-5T93I9_7DUD^rQuM
z>87Iz1%OxHw+*((^>itZKb*NssFBPKJmo#@yi;0;QcrIuRE%Qy#{it{W}_ge8YgMA
zj$48qlygmJd5UP4QEk3)1tyUpx4OnmRtDz!w1Hg(#r`uNBdDrz7AJ%^meCL2FJ+Rr
zb_6L1Q}uj%DZ_{Vq+=Zp$y5KnP<u-Zr8Pd4B;PQ!rKr)M;j0<^^PMzgMN43V&4-Pu
zF1I(J>B+j73-Zh}ZrH=LSY+IrwwB1Z2r+jwscrCST5`48ooK!Nn8@V`S+#;=#}P?K
z4B_|NNt+gCaV!#!sO*HzJ=kcOV?m_n)E3uhu`e1iA0k+&iqyIT<fh7epzW@g&4#4+
zXa@BDw7#5^7a_QXlHV|UEjrC{7EwPl3POM(#l_->*0=H4P>?P`DDl~nS_39gb8#{%
zC1Ero_q0nylBbVgzQAY|Dr-YI;`!j&4@#aQmtt9+{9s6}0iSGYh792YLH<ReNS(JC
z+Bua6-pAn^0uGY;6DRZZ**gP6@#vtL`R41h)5}|LS!tWb@)+ker2N<>I$%Srm)5vm
z>|eVtfWAkA*Bd3n7WVS<)rj}rI``PQyQ1Rg43X_voe3xDVY!x@vOcS%|4g%&+N5&A
z&i(S(j~a8dR-6*(r4c&c<vY%}s;U*&z~P8Z%dwbc?b5FGu9Na+Pc768oH_{$%rK0g
zXy%K#>xZ*A-N`&n`1WZsi^~7+i~PBnkbmJHmsWpjv-Ga-#RtFUqPnBjqf*cyz%_$w
zLV0Q+fO-KHt-#IS5R6&=DM^&!HFI8^7OB1i1w!nUArLUDAPBR2lWu(~(Da=u#PH4D
z^FMw&OH}Lc4b1<s%{Vl#7?H^IcnWdibwsQJ=4W_>N{<$<QD38=SjUYFou7f*L1TP2
zw%i7jz8n!Uq0qNL(wsR41Xpgl_)Fr)c*OSWqP|lx4*#Od)+2wJQKgEGc@InW3>-hz
zoq5-M$ZG7zlv%a(FgGwg`ljMtg}=-Aqd-P^m4sVq4G$ekDQyV8YPY1peYw2r&AafR
z=ml5APWz>zBDsBITzYz+;=xvbb{aP9vTjZ)rtqc0ZR`5}9QoKw6=skrHR<G|v5I3c
z5DVXaRd4Pmv1RXtG0#0i1jE43zCrkmyy^Vi)gPBbI9})&{{B|PxEHE;$laGd?(6&0
zTJU3B`^UJse?lfw!i*#vJw`}xMEuLGFw$A%ke+yKC}kq?4_#sPisV13Z{s{!Hb>7d
z)zd)c{M~bg=AYXjUl5g~GB@$s2LQD*<z_Z^wXCNuxCqN6B<{Ts7JEOaBVC3b-(_fI
z{%ZN@``YlOkw(U%k^JD7GgcoGYz}<NjT61D9UH_6->TdH(D=8kcF4G6eh8o?mcE>d
z-;34^`K|Gq1}{wIoTBKMdf^%m;zwhWUemPT54->m)(=<fkdf{_+g<j>#@7t5u>=n;
z)mu>kP2lc|6Sjq$;k?@;lx?QFen<h9f(s`eSlub9t#GHF?5O+{&)ER--a!tQq3}tw
z0_sIeK?mAVHF(Y7(&c&V%AI%AC%seq4$kY6e6iDRncLOjL?43YbWM=v*6XHrs_QkB
zntK2aFdFyO61b5kLZBj?YH9)rzy2yl-MB9w^6mHOaUW!Q(f1!W{#Gg)s-}-siwaXT
z@T_qPcW)sLqv}WOb+m%7couU2=G=o(A?l}sRZNizoHEkjg$Hq3k-6_7@wZneSaBNS
z1b!<bXd8T)T0<Gzl_<Kv=lQ{@$;Ne^FkR{is&;e@ry1lGh@D>ZTW$CablDQMt9#VA
z93I`edS@Tx2_5y~l836~)7tmV5Ff^3u3^iFl=e@22c?hdX)@CuW;w%wXs7PvoHj9*
zRRW_nSf1HfUkkmlam>Mq<90IBr%mQ;Bp;E;@Mj(nvpl)0Jevm^$J~b{KfL7h;LNbn
zC-q%{M&`Sf+QdiOZn6iMpbNF7@4hgJY9)cr#X)26t>GTayOnjlUj}|tESBk?tX(5W
zZ(S^bM`PP&KhWnD73b}MGNwW~Ld;N7%=q#<$Q@UrvciBi3t{y@+14xw$UCSBA>~`D
zs#mE5LR8@IbBi$hnHAyktu=gO3LkMiX9fR@3Umfef@hkAWVzjkofLN}J-k$A+~)YT
zKK;<7aY7q4N13rHu7U3vXlNx3elE~!C;3ZxwscnIz{D>q8I$+5;ir4SCxO_YGOZcW
zj!k9E6<idd5=#|<72wvt@`ReQ95e39?{NsXJWM`-6_JL#f~4kEVT5Y+uG(j-+m^M@
z?az=D3nf+^&o|BWYU`)6GJq-wa9YNvHiTzQO{1r3o^xc{HA0&pc{(2kgWXtaC@d-f
zUSh3GkUO>xhDQz1(Qty31!WUcqm2AUCgYm(1oE5d&%&>f67_5B(onX%4{Ix|lq5+n
z9vUgCU*!mCejzZ&ES!hh)?C*oxjVUCQd1%%*2ei&wpQiUFX8U;aC}~L(%-1udYQ;Q
z^z!rTEsZRrr>?&~T=kD_HHu`jU)`1ZC=|2#-V?$wfB1!45nV}|eEZ_5J~@l{Q^w9o
z!|+FOrhZ~&UR7BEA81c^!*X8*gK+Zd{10`&LWkrCavFsH%)`i6G~p1IHRg5y!U@nE
z#nmmJZ~kG1a@)^1{uBQ4#HRdzY=3zSs|l+~#JA)xer-a{Z?^N=;&E;@yhxd(G~09$
z<&aAgw;9hD{FFn!hSF-$h34s%6^Zc)By{)p(DN)r2~3+u?v_l~QbFDZO4iV#uDdiv
z-rjnidwj0@TY@d)ADKrnjO(%7-mY+ZsME?MJtyH7<y(a+4&9lDuC+Bi*E;&#_J3@;
z7)g%!NsRr=&XF%*vr#`wWtW5Nt%uPtc1b(GAqn0Trm2jLbRzl^J8vkHQTOg^?<D$^
z37g5MPgigfPlUKnd(Y-dCJcruw&$k*GdXSp43-8YbTcw=w!Fzg*iRf;X9amUUa+T|
zy;XkBqj*Dc{O`rV#W==u`Bm;b7C}g^<2<A8>BZCDhr=h&9-@5rQgpelXv_*4#NS*n
z@_wEzjg&r+`?xvlA9cxqqew&I!Bw4%m!E}yzhOaLUd!@aF-%wy`0-wHJo5bWOp&wC
zXMb|fBI7$|QzUQR%vK0F5Y&)ckx}IGS^dVI#P0S2!kbr-mG_)QNibnkkj{C+cGZFX
zvMi-~d)aRPwj#&N&D`AP(o><OE7lLsjx7WFdtY|#X%WMpf}c?q^AB(zHWjG)1@rs>
zsYRiU02H7Rx+OzQNR+kOeXu;|?RNnH53Qb>#>lg*KY5&Fobm<-n9iH)yz_$%vKHvc
z3#6OB7r2hla?YZt0M<%`f;Q+1%GAUBD{yc=y1cMqn#gYFuy|o|(-8WZ#C)2~^pOM-
zsEmbgM%tI}xkSF*Sm<`{mYp6#Z*P%84vN!aQzv)eTX#^F3INwS^YpBy@6$(VqFOGz
z7${2wB{Hf6oJFeK!?e+nHlvd6m3vEx&ipq)I5iv9|FQK?SJnikJ%Us1CvW3&3a0Eu
zfa^1mMb%<cZueAWj?jGiE~?jArE}YhMPq4f+D2T4kQ4Hi?=S!(Zr)iKsRCEvC5sc-
zv&VzE9VZo=ZGEMgtKNe0ryA6Eb&SCWzY_PgzNv7&yv6hT(fLjUAm|~Dwq8$FhUWcj
zK2%l$gh<2!R7V4nO8vAz9?y`f<|?txS)B!RrE|?2N!1y5i#fZa<M0KqG3pBVgZ}62
z)~9B_O3J@qx6P(p1yb$_M5gC9Z#`jsM3qM$`*IY0Bv%9bisFUU9|^=g&R^I})c<42
zWMHA|$W+Xk3+!;w@a6LOOB;y%k^Q~JQ(4ZfHve$xV{{9J5nt$x6Rokb6%zxj#agNy
zPQSU2+sH6H&F-gc*8|esW#==w&IM#xCQ)u&HHO@9WNAPHE?p`YS-m6}S!9s;>rzhR
z(yo7KzhvA(@Y;ylSC3*+fOudheP|wTAo6>p*uC!6twKJ}vrh%0Yi~I>$L4$m*V@{p
z7YY(;8HOMydz0Fls27z=c4N9Tkh_9tOrZTsh=aVT?Z@W>SYM7e?H7mH&X=An8kD67
z*`=ED0`o*fcwuKn^7=Scepb{c+UlN(xFs{=86#_PFs^@(75h21UwRzh&$VBA@?-qV
zuO*FKj$aQqQ9j34oSctskg?ucYVC(YI2FZ8nl6iXllq)RKX{R=a@oUq4&SH(#JiH%
zq@V+xs+M?azA{LCq{NBn1b!35s4+d8n3TgTuSF`yVGcaay<T}e{IA<*-1dlnxTueQ
z?lG6VMdZ+#KSx7<dv!Qo>ut-Pi&OK$`TfpGLhj`u%<J6BYaV@TyKFW|7V1xgqwHj`
zdGs=~lE8EMy=(5{+7|;Whm_KQcCh`xCk<7}q8^kCjI@$besl2|XQFP^t3cD=A6T0n
z`4<G1a7XG`y~(|5;q!fiC%J|b4CCgXwnp}Y>IUZtKYaeJeGWG8g6Ra<al-OvxbR%$
ztO3i`;-Yv!t~1CyGP=gN{V}HVG3F|!^-kovShhn8UB$W99UuJbL2a#jIlUpB_!tzU
z%=_>{*`q3oBNFN>qq>e*Tq;wm5bKY}A$cW-hFK-S^BNL7r9Zhp8C=xczPM;|uqk)*
z&4_>R$16v^CZZYtC+Xbdnf(9%kH{e;r^+FO*ff=pL(UX)-sZG9B*exXVuVC;h$83n
zA&1S3Ic38X9h}dxQJX_=at`HKPM_btx8I-pZ@1faU9anUJ|B<!U8ujxAK!L=qkbA}
zdu;d|BQ+yK!q=s!T_cu_uNi@Z;u0rw5uU^zS3_m|uNHXEmmwQFLQyrV9m<``To$GY
z*xA@_$P)C?Ixbcj0^`n*3?4ZTZ}xo2RA!b$z`{yBDJIhTGF|-Ynz*G)lzC`jAm}=c
zR_4{4k63j#FUPSc6HPgK4F#Hyh!fOEbNF|RVxP)lq2&iE8LtNFX6<6v+2eUP4lCO$
zJ0Bggpx1q2gDiyvI#oul2}mJj5--<G`PQlBDrB8N2LfZ75`JQFhE#jVpqUJxJXjvg
zeTHaa1u%zaHN`!0{?MZT9ou*lpp}uO7vyM^%abib)5yIX)g|)vnvqS8@K<;>Bb*xt
zpY~3{m_w*oA{dgzT$~D)V<nhGl@jdbHQNj`odeaShZaRiTgCh7(*~CnB!B8G%wN@W
z7RqOf)F0yg_#ao=rYxC%S<vdEh3ChlxyFQS0Pvh)vVA51ASVovV*+fw<St3an#yuY
z=-23ZoxhaCzIFRYSd6~rk2T3_ywOJcT|JDhdv`KFU$C1hilR|=>h7)$5qpKJBy2zC
zik4$VE@i;#zTV^%!t8Z4x6Z>2W7#;HzNoIov6TL-LRX6Xk7d+J(i|pIeedD7uGjet
z&AAJgS+4XdsCYl)-O6B%y~A=ZDCU~<%P#9ALuKcv7J&irDzDfHuNDa}J9!Kc2zfDj
zH2QvAlGUJrX&s;|8hUjG5>ZJY(e&~7#OFZxt0btGil=<37Z4nmWE<|mbKDm9HUHmj
zhPG9pab_dk^8w$-uy0Ra58dx|f6q1NFR;G9F4Eihi)hkoq7N|?=Y8AM>?xvg(2<RO
z@MeIHoCg1oWdsuXpF9BKY#Yv(l>`=+R0@_8NX?ndKNB5fCY5L4uyi$5?hSQxE%@6R
z?FS?C8qm_%N79+wp+m)~KP2vRnG9NLZ1)-X2(Ta3t9*{|epXe4mg|3gfyII)|E7`u
z-HwEUpvB#cO7#qqekwL3#@a%1XWYt+kql+Y)Ubc-eW<U~bnlyFC1<PV^e494#o5|V
z^B8`CaTa~zp5e3l8eImZyB@I~?h1N3O~&VwIK^2!;uv+Rm8}!WXb)B-B&~9f?L0W6
zTGC8TX@|dB_PwZtTid2${Eg{#NKvAE^bq((4A$U2@Ep&%H5sU!u+Eruz*KaD;Q5U?
z0bLF5{7)Yx$8|ZAik?r0{lgz^+QZr*YnRRIDcEXZDs|V7gXm&%eH@}Xtj(2q!hrp1
z9uLe?f6lVAR5&J@qGmkVvSb9?r=Jy=$eB?&Gg#e9V=)I1vDKKVqM+`OwqrG*c_7dF
z7hyD2g}|!$q?rAVcPTCV-Q0hdEV&2m39I+&C%4Y2r<VKKNky4ID*v5TQmOLU`0mW@
zfjCT4ww+z}wUXyNn6EaIH(Y~N-oc)GH8)%@FnnD`IHz;dNPZtVq_P)?62PX9H$$-I
zRqpyMRWp7aHOlV6g6~}H$wt;T@KtcU{CjFHe3f11JSa<skCR%`fi;TP{SVDAIv$t8
zYM8r<fVf84#rGNw0rM*-WMXm#mEXaDlRG1=ofu^mg1X=Ugr0G<NRuHj5gydFXJubT
zH87h~ZZccRhAfhf+xkMB?u|PsBY~dWtX(6<C!O^@+^=6shl#L>gFvHEl|&%ei2bf>
zpwjU!UX>6Sm(Q-TE$Y23qaXOaDrgth8b1*?ac4^_w+4Wmth|Wu;d%6b`J&$BA~V%p
zWYjKMBHZ#UJjk?1>U?`m_sz%pDk|EqH$57TD{e2zUcOVD5a`jlC8POUduTt?LdT{f
zIn*TzX;=h6k|>pBmmvc-!f(^$sv}vmP3c*u?f2%No-&xQ%fRF(nB4q1lu<ErY}l{)
zNAT%!k1?yjS!+S|htgf18Qh~D4LW~Xf;$D|o?P?3=6xoBd6~%u8V52NL@m8f&fE+x
zVHDlx5^_0#&JB)g<OVMX$sI2@>a8bTz983XQ%NL+)B@xHa<SQGWL)(7q(5clb7~~b
zXZ7}<u$~crS-Ps%a{lsF7EOlEQ7`iK!Kuge)yM0-gn-v6pErUjl*GDRvGqdYTNMUr
zFI%LJJRX>nMoE-_i<zFnDzVa+*;wW=cfbV%d!#dJIw4OIL?{_WR^V-v)^+zV@<M9a
zoV6d-&QlEC8zNZrySaqsKAzE#Q3w#<pmTn-3M)Oj8aB<0>AkfGXyNK?YOmvavUyaY
zNW<I?@x{56Pamx-n{-bpcRJ3sl7&kW=xw9`nXIM-^ikG1c@aB~@r7#a<9x<!Guio6
z$s~wqhBl}ia{-{^`A@CliFWF*T7#Ndejv=um4b=vTB-4zw;rqi&3kc;eg5f5%eR>G
zoG|@#6$Q%U$2UVS%sqLXephB8N|S+rmU6XwLaG-zr=t>Nz#KV<ns80|<}8g9L5Gw{
z(HEM0MU`MIMFxVy6Wk)+)LnqOfM>+9I>sFB=9YHB=FwRk0yE}|KzV6A3)accb6-l~
z$pv;6-VBBClqx1=?V)#b4D(p%?dr|@j~{+I3tR4e{)&zhs{$RVQL|@!fVNnZ$3{Fn
ziu==tbg-I8wY0`L-F0^*4s(8t%-xC#KjD2IZ_;L^rOFCXrt13sk0a~4)i8{YodgzJ
z-C3o-j`0L}@%ZH0#AL;<M7UYotrgD5<FeQjVJ@}Run^m^W<vsDMou7Zg3O)4xdgbh
zpjo%aA=yL7>3_Ipl|M0jB2Q$;M?s&H^K06)GRo675Gf)Gl_6cV%;5soxxQz**L5~X
z>mbs@tyM3AszwVdz!BC_HM5~*YjHQ%lOP{~HsFkmk_4OYrkD4}X3bU<UMtv+JYAAK
z5o*13M)UUNdCgeXUuKtuQs+FRE~S=rUKWp{ucAV9P;Jhjdbt|xdKB7H{Kd4j;b#Y{
z1#=G5tePGE$^kRkq!Hy1Nn};xYex)g(a)rl=#Q_vte2!Qf&G%F_wFtT%H@}`kI23L
z<5JLqEJm#CUkU1&L!xT1*g6ACBVRP_$gY;Ep37{n(D7iw6YVlJUM)tyQJE&Js^t9p
z8I>W{4K=G_Ss?dWR#cK|AA9kDA<UEmY}3nip*`@g13h9uQBeKNg>PF|4PIPh89fZt
zxT}8}Q*;t@?X2myht}@l2>WhG0aSEN$p@XKN?yqg3OY}`Dq{1e&0(rqxgO}~?$;n3
z-R{oDQVrWHhW)}NC(L)lAv#Q8b2BMq^ag%U6zTNNru8$A1-qt`jlprZCx3~+oK>Ah
z!M{JRxHnjg`{lTIUdZ0MR66DnYu2x`;GUi@?oIx!(NX13rFc6N>RL%~E~a94BZQ_}
z$L(Mn+Bo<@wl<AT%P7Qp52Fk=6m+o4DK3bY(+;dCJ6`oir3X54L(G)ZO^h7Dg3-Vj
zj@fc8F^Ff}-6!k*x+~;0wtHXmwM(Uo3|?FNEyo&rp9W>Np1f=AI@6$;G+&{*j>q_^
zl6ews%~Pqjz~iyJdz`)(t<vm{`@zZf4_NYfz`isF0l!AmZ?v?vVdFlPbTJ6?GVtL)
z?@yS5BEZ`p^@>5dB-Ogg>r5sXSLC6t0{DryXd;<KL+)dYtlxs>>!KKiPtxe;3P|af
zqo1zoetvfBVvktgSX8WkTU!oi7~w6wZc_&l0kShlAEOlmh$Pw!;cL1I;ezm_bH2Ln
z-C^<Y7F}*M<<pixsL>$k2(LAv<t6#5DSBS?D>Dw#9(_tt`}E1PJLms@>OK9e#<*}4
z7&IumqHvOR6!+}ie&q4<=gcSB|4O$l?hCpkT||^V4<t^1d{h1S{_E3|zrFpMu~xc~
zm!;~C7FsS&J&sOxKI;D5uq<^Xu-WreKkwzO){<L0nx)jChqw28WF?cfdM{P1GdbS}
zu^JPhu)(L#9QG5BJ5!@29!Brfcb(45J?WWO*W|o?C?Fl!5teaNq4Do+xd#C%-gocm
zf1Hy-o((+92-DDJGnn5`m<w!sPl@#6L-&-CfxZ$CW3vxiGR=)YuhjslG;M#7>TVWM
z8wxqh5U+A4F(t=z(Xy0b(inuK&H^dA>yh}X&~p2aJHgT`XWb1+KtqyWp<PU5KXVJX
zxTCY>Vk@hGYi4E;Vc~3nI#k&nGeNytNM1h@&0De~%2riC=-(~BbJ=DWAQlBL5xo|9
z3leq9Mlqlca1nU0=xk07t{5ZVkU%;2JV1q!tYiz0!sRqm{$BX^%G8ZqI<f-hy32#+
zMz?SnnZpMT^You+O__ZzVj@&(@P?TiTC1^Iu_Drsaz)>im$R~!mnRgCqxcS9K%wt>
z!I0XI3Q@{xL(WM2jKpSHpN{Li7C%$s9XY~$jTtX?!Z~r!goQys)b8}#G9Wk&mmj1A
zJL1Qx+9`d|UDFx}Q@;D513BUaAB$_XDrjwb^#ut~HnB`4qNh|>!4Cgpx#&l2l`yI;
zA(e5=ayntbbO3bp&iMBzpi#&O24hZaZdinX1DU&31G&?PC)VJ11-?)i()@FP{hAgy
z_nXmt{Kea_ZN=GORnl8qDkIa@L4O_*RcR;Bz!>#$6I*CdKuFCH2q>-bym&IX4DQS#
zoZ0c5jof-62^_O08V*dp63YA<#s6J8BIYoEB0Ijd?{26Xw24wx>$sljZ=L_K$PT|v
zGvJWp&z37QV;=DfD#mGMuP@E{Y)rH0pAjngxFg?E>iik&E_yWM#oyd4ALZM;c7y>f
z<-1rD%7tv!gj{2DodZcCE+A|#0{pCa`FohJEBPn6wanxlWOZ=)2GG3h=d^0!N{5p;
zenpXA`D-vwD`dQZ2?{g`r~$pRTHhUtL3q{*(BBY#n2~Za3Ksv;063EUNI3M`c<;DL
zSe96FKw0^Fmb(jeOU1jyERFGeJ411V$zOLR^t|9iS?>q(7oPvI&==kDJn-ysZqo#a
z8$y|S%SymLTZ5!=q+=#$C{f{GX3nG6M;^yfWz1~N*mugq#fDFmqH~M7zD9gdm`2!F
zt<$RZ#4=JlaKq&*g4v4fATtQCZ1Q<fb8KbvlNyLmic1B7PaQXr>#Gz~En}BecQyZW
zJbURwq71D58Z0Bb;pim*VQvO-Hn0bxks{x<H8<FVi}|v+MJ_u|pSx$^qs}8T?N?7z
z)$N-SxD3+361(n}#L@-FVT?HZQT)`oK7;}H02@4d8isY9#smeD7%AuY)XW`U6`+6@
z?d%tWl^L^@kjs`zya<!Fs#U@zI7-A8wm3<oWN8he$01^264eb|KhNad&Me9>`!n~;
zN`Z;X4A!`LCxdr+D6BXkI3Bs#u@-wL{Rg^iqz%L5kb<9b+$4YVY8pVWv$R0A8FIO<
z{@4IA_WGMGaWK^4ZAsby1jYp<T(I5a({Oy6jn}jk?&f$<X2KdnN3e^?Vms2u%U`m5
zBD0%reOI|9dj=`_{A^H?3MbDaruyRN&wO3ZyqDjCxCbp#;&moTf46=l9Y{-&t%I4x
zz8CrI58`8<-PXM)dpyne{%LIRh0RCCY>%TWuP_#ZZ$ABf|JhIdk1sei($imF0)Bgu
z=b(39q9*c>?qx5oG@Y)n>4QHRH`&ogSNbv=x1T=U<d*HS9`U{lxIo?x7V7jk3LS|y
zS$2PYN#z-%t0!1|)Ss;w8T3qx8gfDN*0hD>&}##^pZC{KLJ=dTmv&zNk44#-_h5t3
zc|p#4u5-OjR!Tt6|JafXQDbgd<{N}sH5AAOfgu&#rr7|`mob@oOG*DZ|NZN)J+c{*
z$(5wj!~ad2TQ~HZvFVn;gAcD$df59u{nh4<F}o!tcjfkdi@5@HA^|PZ%xl+FkPNS>
z0F!K~6On7U8;uS@s#$dnK(+!X9%E`a)_`TBCqG&$wbZQf?>MPinZq88CD=OeeY5{y
zwZmIopheU+d(zS>Dv8+#IujqoGb!)RCJ$dVBWs$qUy{9Pq-rAnrsj6G`1-)<%E!K<
zktOEv@b<|a7PH=1iBC5pM+}(cdi_t&moK~z3SD6Kiv*Jga(xZEnhNB2u6~b&DLL0#
z-iI4Vw;b!e#p{RRM7r0rbL<I3jIcdC5rIQvomT>Ky{2rZ*KFpgTVy{f+@CV1e-s5O
zuwO5(y}t}sen151uSP(!J|MGAueLXhc`EVz)(Ng^`kGkMRXn2o@wJ6M%P*~<=A_|!
zPT>b<EL0Xo6a{m>qpd(T-13U1!1R1+pzLk78<!~UW;Q1#^75o~o5X^{Fyd}5I8;0;
z5t#$Xj6nTdw~}wkAp;?+gsP`%urEVYXv0nj^WZczk9M;cw+RBG)vU2i*?mDk<`&YZ
z>^|Q3x?;S=BHHY?=!DYiRebzGWWeU%o>8k}<fDp}<RceKNAY=8+7vEz4q;{IU^Qc+
zbjQuV1k2jxpu*T)aRYZF06|L1sVXUiPr-hYCbrnxPIFU%aX&xj?w$tn;K=!)K|7K0
z!7YsfVcW<(d46Eivhh)$i%hG7O;B^Tpw-WRav70*3UYmUnMc2WE^E)<yn6mu*qmle
zWO|y5Dv&M5mYoL*WW|sDqjr6-*O~9NQV4B)ul&kD$9`*KZmYTZWu-E^Gl;j^idh}g
zn;)_tqv~Rta3;)>Ty?W8pm!!H5xL4hs#$qDlj)LmXG~X7#im~>zExq{=7#6n4%W}T
zhG1*_3j!>iCm{WGZ&AhNxf2eLD-c-hIJF&BwcvcePp=Rc+;R43<PW1!g4OHXIdC$J
zmw7ORq&+fBFpN#$k~?j9!twlX(q(a;f>a=p^@ohnzx%zLWjhLvbdgZX_Y@P>cXVP6
z#5~|u;Dr6az-0d;Vr->eba{R2*VYU01MuqFC5S63m3Yg+z<5vR6+QX*<TllR)<3x%
zL#1jO7OZ92<Ypwt$#mPwFx3-iToabB8YEjLqQ-R}>>5m{pw!rOe8kmKXwJy72@Cb%
z;n8_hRB^5=M)+4$ARa2b5_K@c+ko($j+)W}Pdlj(*0*$s?5XE`hiB6^5h%Axxs0Yd
z9EvaMu3)8{d_o>8pZraptobs#=t~np_-)+SlFyAwzz6B#`9$SwiE|^jBJXW$kGfxG
z?qhE0>B2r9_Xe!~nKkI&Y5bVp6E1qB=9{%)Gn=B6nsMdgfL<le{n^HSFw{kVZ*UH+
zx-njj;r}{TipK}VH6W@i&G&$+*wqA=8m|QZ5DRL7ogE#uT4w?H(Gl~u;J(WfnQr$)
z(E;(NhTkD$hOLFb56S@Sh6lDMe>`8z1iv_RVJjuf<GCRJ58l5o1uQJA^UpMJ^@K?-
zFKZ@c=ra|mtzaJTfPF^%H3J?F`J16K`odX5o)XWKMg<fEubQR&_}TNA(_Lfe->mEG
z@DIih4%L|~NBsF0w;M*-OIK-3;NVZz^Pi@9N7Kyoq@rJ(K~~LOID^dV-<a#W{iY#?
zTMEbfQLeOO_F-fwBT@X>05663&rr_7I*>C^&+okU5_`{|FKgllNk!Ig(iK?p-ca??
z<OS?AhHs!cy(qX$(uGfspH#=WXlQmkaI+}p*(02@IajrODVkQz1x6vW{z9bjZ5Fwf
zP}Bdh<So=<NfI((#;b@YNW^5!3*6f3P@c(k$;LMgNttu+C7x`Zi8bp=Uo!4f5YoIN
zU9u2F^1K7Sf(Wp?t|AcOT2XaluYFuN>j<Mfc3lQ6uM9HIVqscFZ(3f#owTk5ewfmE
zwieatgVWNf52&xlb6nJ!FG&-GE9?X*xqmDOChd*REpj;~ZR+*}D?Etg8{z-c$(bZn
zjEj6=@zXCfNe8DvK;3UmbgHU)D8$+j-_Z|K6se~40x3y6L#b(o=16edAM=?&wO>c6
zXDNdnU*R7*!>X!kWoxSHtG4&Dur3-U#U*;I5&j3PC_^P|Vgv(i3c8pk=|=^qu0T;d
zHjY8tjHq+my7bR6@HlxBn-b}qF<jPvQE!{mvKk<NFb~p7Dzln#`lb%H>lmPp9IK8@
zNHD{1)Td}ZjNRiYdfw<X<x^}#XY?#D-`}^X(&Cb6)QZMR7}U{ZQELTWjdg+AVM5$3
z38aK8kLGOVy^r<*sG>(pgJ4-cSi9kG_JLI{Yw${BO7zpTanr!q@yYqgbpSXiu9~De
zkqj{fQx}Y{<fB0u51-pe9^6*(Cf~F=ISR<UY4k@tlOc7P!PzDh>uJriNy4jk);PBr
zD$`)w-FHO`U9LiZ5fcEb#TH6LCB%^GM7>t_ee*Y<DItOEE|VRHqYWJ+n%`_)EtNWe
zl0y9l%Owalylu2;Sb?qt3T9*H8!8pC?q;?{s-q9MU$Pi``-N-s3bm97=U+JMDYU@S
zm;bk~cdLu8CFbkvsR6}&NPDaKa#muhWdN%hzz0`jbHpC1i?`E#N_bTTnq@58!8F;^
zohV3R)^?F3D5fdvc~@TBN(64zv2ArQrO{HJW;gAZ>%~N+SNxCV8q@$|h+q9ILWPMr
zg9PYjz-De@GB*R6xT)~XU`9iR=TqLCiq4dNy~cP6v&_So^Wp6%>SWsnizPnzYTKq7
zwrRvK1=Kh34J6*zu&T8yO(%upYQiVeX#8(UK&HD9YI*}mShsdU7z#`*PL98gsmcet
zf^L$k6IPUr=88-r$-9UxRr0b9C7EG4J_q}pRnGP-TXzQ|VrVKg4XwSr&5O*WhkldF
zJbRT(gP{}0#tuU+!-JHY7GAf;iZU0~mPDQl|Hhj?XOw9G>}NiW@>DJrL^mO~=zk64
ze3z8!d64c)z86J8>?RM)MRx6Ab^<V`TK7Y5O3=R#Eos>y`8_HY+*`gXk^kpC<Gyn5
z>%reMDdoA&YXfQ>^Ea}$fW*#6Z>O}B<(FVtWtP=;^KY?0FeGyfV#>{48CRkVB@nai
zc(tE=-3Q{Fe8@N=j@+}bzG|aP?YwWZOj!l413_%Cv_Q5*9=V_8nr~j#w~t($!6hOB
zsya<447x=0izGbcmM=8wKJqj@6Td@w@Z{gL$6j%j#--U6BE`tY9s%0#y)ju6k1-U(
zA0_~l?bo6)KeA5r$a^{u;b@-YQ9C89q`bez1Q_Ulx;m(o!XpGVd(vn>PSvWksb-|e
zcMyn*Ue@v0<V2c9c1~Q2g_0d)oq$ZBBeqoN47uc2shm0a>y&F_L_UN0^PM;Rf*KXX
zhYZr^AFFWgDfr#{q^EHj6YF{5U_|B7HHB0&{9^IIceBT}?bAMaCX|eV>K@RB-Arj9
zjr=90Is4`y%#4>%UQED>b%QGQ_*J^iRqbAR*h48+S)>i<+-A3+i`osF?_z-*O_k@X
zs{D7?AU0A)NtP&kEGSoS{){>DKQk$F+9WfZTfJ|B*L2Hq4UhD2-Dd4$90t6|R0)#u
zP)Kgx-Ba_&m82)Gxdr0Y2bpA3dyjvRgmEnX$Ea!k<(;1JVH0p^AR>eoJ1vSFfZ>#s
zw>Y3grS)t75Ra>rqRgym^1{T4yJ@)i+e}qZw%;kXgPLQwnGKR*%5dT3HgDZ=hoV#9
zOJ$bYW^3lJz%TDZ#^%S%4XM23!>zY}3y_~L&TMqjHV(@dwV2n-FEt0KA&6Qp-EMWV
zRF^P7Gcu^U!VeWEnq001GtjR69y15i0IxSedt^HOSIz+BFOfPq8iXr?h>;ru+lc<V
z@|Mj~!dX-fWdO<mBQg>vIxWw0WvaavV+K@^>j!3(Gu3j|J5tBKf)+)exbiqPJ_-pn
zM=N_Y6psdEw}h7x(#qz3>QasX;)wOHyLBpxh15Hh^7`)=gIc}`{9xszTgoftF1|H`
zgS!WbX55Z^`T8lkm8hf}uR=>Eeu0)tgG5BAXaCs@^2_kyvO%-O^)13T(@3iSWBE;`
zB}y`-Vv1F~Yh4?1_r6{;PXA`LEEvodHsjs$IH=>B^aT~}k94a)d9YQ3zCc{~k-GuW
z`gTv7*RPbMVOzZDH}^XchY^8{>rpyFOr)IUg!+-6e2-#^wlbiSX2%Zd0(=CbIAQO%
z>^Z>KtYBdZDi#AtqfyI&rrISkv~T&>v`aacg3ok}%e}sop`!k$ae8Ar>}7GHj|8`Z
zinT@~<iT=tA6wYR=`{Y}ZwGP<G3g!WPxiMTgy|fkySQbg(49sqddj*J(pHbl1Mfe)
zt@E<z&6%jBdvaEuS0Ta8KYP~<zCF*sJi^7s-?jYI*n5NAwP~i4)Hf<1$2uqN&9b2L
zgZs}R`mRuBQr_|S)1>^&#=K9zw3#NKSmVuGbC0cOxnzHsu?6K3_ikj#V42P<FJure
z(WJ*P%|Z(K8TV2W#b#6ac`}2`){LB~61mao(V^ad<)(scoK<L1w%<Lg=xT*0XLkSN
zYPW=g-IOPwcUua<0!@++CWNyFYt>Bm)b2QeBVbq1OMQ?m!~vJ1nQAfu;6}a49K>bv
zSJ4T!G4d8o&r+@m^Oj-cKF1uengN^Bc*1(VlEY-%MxGvwEHzyYr?!&62X(2IRKemv
zNc3gtR)`Es%)5VYAN0pOF$Ct&LBuX9nMY#9=p6bdRV&t0OH2H5u?!1;voanS4HTR=
zCNym@;jU1bW*7y@Ags1fq0^8YXRjLrQ~Dd`K2UVEp3OM*3N{cxz<tM%%G9gfZ;!7J
zsff~Dcp%i3Sa(p(YT9Aif0qG4ihxxI2LnYOGu2hlMV$i${9Q)Wb>WXPoydi)J+^4A
z#keA2wg}32oN+9-fWcWV1)Q*6o@aQP@ynM<y%*MQTFtY*%oNanx%Klj|IB6kdQ9_f
zLTp|WgFC9%#?IPe(ZDDP;G&();|W-TWh)X%l``OKf*1ao$hoYsfLdv?wE!NTD%BPD
zSkj#hEbZ#6)vOkqtaz*yK>vMK$GrVKqzvu5gCCsZBD<&=idJgT^WX^OEZw)CDXg;F
z^5e0j2XSSr=C&M)XL%)g<5ivU9OulGc-7aYJ$GXTD&GSNA<1vdK<_J=f}@Ob9>WEi
z1p>`+LuM=RXyl04I@gR}<-&o~-_9FnVC?|su4*9!pJX`V+$I5(r9u;}Gg&J&53z)T
zd1o|7f;iT{Euj<)tForSntGcVF|dnS3}sV;DXW}9)?DF3=QWH~2cI_a&7z-50s`}n
zV&4d>D~pqFV!fcoS=J@bcXrwhCXbtJ_7upvJMRFAlau35Ta{N4Q7Lzr_;B*k)Mx;2
z02g<kBuGBbkU$k%X$>@(A*nKfJTC#6T@qePV91ej6D;Gcq#*-nfyc;Qm)jkH$xA1h
zSy^cqil?@&Wi8YoUcoScZV{qQ8VggybX;vZooD(oMgzw?Z!Gmf@Xlq~1s0Y_)|LyI
z+NMK4dSrEOb3WZT8zlX^@<P$mWgp;eg|l3muhX=d63J_~^FQj|idDEYE9b!?bnA0*
zhrU#<dk1IGbg5)ak>P`voPHkY&hS1)!zlYF!N>;(&vo?-nEQQ$5`iR)=fUqlmbr(4
zX8-;ramHGm^zhF{zP@x#cK+#-pmy<S@88VSos*!n&=D>@+^y0)ZNJ-XnuZEGRX0^+
zqXqawlXiaJ=P~<usq{9xg+Wo&evfwQh2mw+qs$^My+%gkU+6^Mwa~8Oo@F+6?yD-s
z$1>u&uP3!CawEQgcg`5QuJ2C18#_!LtZ6Q(AZv)VIWp6tZIIdP4h0wOMa65$Gm5K9
z$SmAs*82gTjLN=+T%CIn<;w>(ryjS4&)XLDQ-bx}%15oSEA>+aE_z;%W*$7;3i|+Y
z+?YJ#BX>V|=Y&)~OxSVm7Lnu-;S<m0iDjTwA0Y3x{_It6>qxPvv)^8D+~M+JSpONe
zJ4tVF4yc*f_s^v&JJ@dw-Q5659XoAb2?AIjfK6||m}M4W_!A|LwSN7N<)vh1aRF*=
z*p=XIGOa0{qT{GmOgZj&Ftw6>ckgQ$J7Ss)N>(RvC^a|VIZFWTUB9_!qUKXyNe&7Q
z)_^rr-%VU|w5r~3`0m}FwmWDw%0|WxrjT2_7<qi?XBRA+K4fJpt@I$z0c=FRmpO@)
zn_4E7Nh>C=LL~$D<X2i~Qk9}@PY<eft=4p*cZRhw`^#l#%Lolr?Wed2k!IMP{haQC
zt&nG514()qk}_rVssBtEDtQCdN_aWuqKG1BQDD-Z&;MN7X}-rg^8K|{q}`~s?P-+`
z6ykIK;M0yuJHmE*Gq&BzCt?Op)bqYq)C|LY8#XD)ukjLTo2&F;AkU$dla>otgIrKZ
z1^RmD?+xvHj%qE-%Iq2(cA$*-MPX@jyb`^>E!o}~>I<hk8Syu}_*7?8J{N`~@-OJE
z5T7o2@oxR6y>Ru41yP%J;4+p6VdmR}W;Qm29MlK&O<0n@)3wDB>NuKulL!%1jQpIQ
z@^FW#S9(;i>|!+_cnFzL%jRoNhm2RR*@zoGZvb8j>basXc|&EM9!xxEbN72?lzGJS
z@k3eocA@Fc4JSrh@UZYi%aE?ClQM>UqFt|>U)k`HO0H4C)1JT`kvMxwJZQ=h&3l*B
zl=U{~wnHI^%d~tVi)O95mW<lM*ol;(k5WJ!A;N<d<>wU9XuL*2!iTCNNsgbYN6+F8
zuN-UWcs-K=w72)2dzAZbr5F@$S$9xJa(#R6%~$fdcPlMaZT+1|C6{#wmHN&ku%cB=
zOI*GOSDt?3!#x^;N>cQHDCGFGh*|8ogZ-X~v?Tgl3ZG4DCdyYhfMz+_%n{P~>k1x|
zSZ;9E+blL1iska09*?)=;O@rS!SBCcOJ29>^<N1+R1aMpNs$@4Pr6sTG`#lx?UXs;
zmxs&jo(V_&U(!A)q6HfP-0+*=ey9A&+6NK3HJ^3xNQnR_4a2#;9MwJ%K76tKp%flr
z^>e4A^q-eWWi35ov7)vBVU3Klcd1tLe=}Y0`wlrk7}mBp?6%ahMd+VETSNuvgnabU
z-~Vnn>%Izqx1vyjk%(V5IWk09KAO#GSeFf39G<gr-JP+kfh51Xhp3~{JxphYef_`M
zy>q0Q<X2*QlJi5$;+wbkHti0T_pC?xZP!PhZs%seCtM#V=A56a-kWV}xMgJPH$l^K
zv$jEfF#OUyVo!Qp6Y&+dnZxM*)b1tnaCODkF&uei{=UTZqLQ;;UiN<Pk_1_Um=X<d
zp~$f!d%0%i6xE$--zkWp7ybM3C3(I|F{mv#Bz2|IPMS?HZiD4{HQReL;$Er}6mF9J
z7TJrwC`O3LZe>u4>62o$IGHqt^*hK6NA-=wSN(vXkDqWWQBzDXaJODnbfN;z%~H2=
zMaNuit)4o}DQ!2%?=<fA&)j?5xo?sDA{c=>Y@QMI$##mID2N@cA@29qQo;!{nh)E*
zuC-%(PVOy=lhj^2bO!wS!N%(?KJ=;oig)wV%X5!0QY!bnZ*|UX&7C!SxlmY|8{u#J
zJyb#J%S<2{s&-w#)z`fXWFXT;RCo_Qhr-Lrqpl{GiJ55w*<;?`2G<y&eeUZ%1xeC&
zk?S5MQi-ElsPN$d@q0<F>);P}9I$K1@WLwJJ++)F>se)W-w(r-2$cD7LPsp&SB*S}
zq{;R~P>UO!)aHh+Y#oPA`}1~A*7@!zK!bA&Bzl)l$)QOb-out*HEroNb1k;za{+jo
z*n*9-n%c=BkR4$86`~VLv1_+B9sfXh1WOP*PQl(q4WYzmv}^Cu#!2Q_o9l^$i#8Kp
z(pa7Au-tqZ889o*fJN%;lQv)5jx3GjL9f)M#5ob=f_5lxhr`LYpsSRr-HYtxZNw_V
zrv@x&zh0X|kVFjh3qpJfL!+*%=l9aliH{69BNjk{I0j_hB@SR5!zo_C0<<-?G&7ZZ
z{#N1khz{R_)62=nn!Z9dbE@LUrs5QJMVCiaFug%kVbIdBQeB(lV3r>eb<MW_K*@)J
z^IAJxRs-pP9@mIj`Zf#e`X<bPs>decaXAS^VNCs(*0wVg4SEoQ?G+qcLkkKwH?L*r
zU41!F*D<s$uGCbQzpIt4;Zt`b*;|Z59!)4{q|i&6(pgPgN$j=h>>&}@wHJS`e08mg
z5;%nK23htUomZ6F{Sk6v5`D|Brg?hwR!wuS^2NacM6o4@a&B2C@`$*fFC3=xun`}i
zdRX_z%q*lW(x1M;XX6K<PQU0gei!^CQzJp{Xy?uFXp4n>E}YJtgYM#JQ_K}Nw-`_b
z=POr#?)U}Fw*#KVDk|!8bDQn;X{G<A%4Lg-K|_!$$Lh-9<6A|?X4xa!I-thlC#MNa
z*7Dl$#ZVLahq;Z#QX^YCI;I#j-}HRhO)dA;hL_rS@1qKAixbq^JhaVu)8gx`rR=6`
z%277u`5GDTM69c<h-ll)7#70V@!ed6cKfTO(NyeRoS;NG`LoXY$6q@A4i}d%9(9%O
za+uo<!aFQzs6nfDxN6h-=Jf~=c&WaImfcrPapj=Q*!qQH>2NsC2!Jj3&(F<o*G&YD
z=~x|Wp-bbps^`GXy2&39aHpRawRcZiT-R#!YHDT<aztN=d^+4fx`b4WM|kH^o>#5-
zm3}5(l)MG`a61f|by!A^{7qVeE7ZNF16!wpcoAo_x)g4iAzz!+mn;c^c7pxh@0M`Q
z3wq5VKr$qql>zXJzKTp?*YT`ox%BELMzW!e;rY;ljSRM8(W?}6K*OTM#rn>(#cG36
zFxQtl8m>B)$YPt(8eerB^^UTq6A|39S}fXAI59f+KbBbN*KsNe^(w{XXPW_<?21y_
z*yT7(SgQ-!FT|LWCTCTTA21s?db>C3!oAB+ZXPDK?qu4`fE=O^oW~D}5oKy#y~b`x
zpbhOzO7ufwPHyuIUj)5vq6NFB@TYx`M{$+lTOZKkW<hv!^WP@}_r)!>e{ae)5kul7
zjf*3hll09m<!ZiaH@@D+@6LFPAeRHsjTSg$EXKYVi>;*Sff*rF?I<|fo$)visk8lT
z@$ZALr;=*TqJ^Oi)yF1v<_(EA?wqNc9h;1d)FKj63@p)DVtMsfe(FpJxU>b-Z3~@I
zR1=3`CM8WwOuJnq*G)hVx9fkr%e;hBNNR3Ma#+OP#5o#`jA*J<jy?n(#Pkn>8`iln
zir^eZM!%!Dl?HvAjx-Gdpt<a_gsZrv<ydUq3@F)LBN12OupVN0v`DAJUCORDUhn*{
z%(HQFs>vES$`V!Is^-;JpJ%aJ92C|$tJaZPMzxyD^)H(c>!`PNxO!yVQ(|efn;cP)
z!z|j9%Pp6O%RQ5}v_JN-_x5~~e*K9(G)7OeKPf#n8h8IWo7ty)rpj=a97~EG27{|O
z+?HO@q=kw;KVmoiHNO40DLK#i9bZ#*)zobj+=SuII%V3423Au5XCNVFUm=skViLfB
zMP5yf+sgeai3KW?Hp6MZlb(4XzOU!O-p4d=N&ea^`<uA4HRYuM08Ovr#>nf@@~Sm(
za}ygMZOhYM<79Tm^+`H~K~$T9uAQyB7@1MqOe5v;C+JXe*Qz%*#^A3+C$#`$|MA$M
zy%f3E9l#VD2N_B5RRLIF27Z0WEG9|@zxT(m{!2;Wn2EJqb5k9Dst$En7nP#l?ceZt
zGR4J!fTldk8A(wQu{1JvB$6prm{%K}7JF=Yq_J!9p91Nl@0?z%Bj2mF{YwfjA9sZg
zH@(+_qdA0vQ*v3iLT%z?EbjbuFvMrDzyy6nGn&#WV@<fv0Vt3#=jF6i;-T{%XlT^b
zd4KF#d7IWrMrqzO#kJhEILwxA8`X5LdfZ_{BpgMVY^jbn5BR1gPfIv-^ID5YMAUe7
z-5nQIw{rL03_LvCb6u+KfH*0&eO=Sbqw85G>*)B^w>Y}dC<W!c<-dl%G8|ntDX9hJ
z_%X4Z)%f6&_4+nTtIi;bJHz@5>{L{V9Fbaed~b%9)nc+@{xC{+>bp-{jSIM^3XXB4
z-nbL6sM8a__Q8I<Cpp*x;u{&?sZWVR@kDM!Y2tC=x-N{Z7KF*?*wsh%_;=GxMXw#Y
z?fZ;+dy0scERi~4KQZ-H6vZG`RU=zg*T#QGB{Ga&6FIn6Cjwfdg}dx$uk3cnDgbWC
z6+s?By^?U(1go3X05?T>Cj>_`S3xPMtJ}~5a{06j3tkuiw$;D(Hd!v4_qps!A@#m*
zl=q>+(pH%=W^!Aq_>Sc{M6KfPNfj*m!q`E3@q#7I=|=rbK8ZR$>FOsI@v{n*?u~y6
z(eZiMhI6eluf1bamFFEFt~p}m5fQ#*pTBgVphlcC3RbxHAvoA_ZARzUZ8zVGHIjo?
zGual4Q99;w4o>wKwJp7LEYA#e-gmMYuhi1`60B5kJhrS`9qqgmoiDakKpDqnB+uE_
zgs0R5&>2uY1AiZqf$_!>)M2_V)pm>o8i&^5-&w`l42ZLj#O49doWaLrRE($JWUn@s
zQ(zf*$t_^U<`JemIGFD5CZw_xQ0J_sWiu>~6K?i<e}*5Oy7&>6L0{uB;}KSUZN_SM
zZ(Lu^(z+Iqj>oR!&%`}G&}!QlK5z5>Gi3)+Bvw)Z-{Cp>b#AhnGGTKro3Wa20s_`_
z%Y)Q}YOs}PLZ}Ym9>Ob!VPr{;lK~vwIo8y)TyLLR{%^r))yUF!)cS7Ct|m4h7tR+|
zuhy+jYz+qYBha*qx)0XO{WFm@Q@??cUj16>DdvuQG*O174yJLN7Ig;Gf)ek9>v%?-
z-5ng^zqcA-8y(jXPor#QI(OQWNQb#J_`5u1yR~9gyy{H*-wz!*|H?6Zh%hmPi&uK0
z|APJMr0?zrWE=caIngjWDeC-7xLe`$)K@WI+m+#q!~E{6e3G@|*Vi@xI5k{l1Cj_C
zFK+4FKxvEM7R-D<sBO{F0lUttD2OW=F#}kysDiqnKlUO6bHqNgcZlCg92q3GJvB7R
z?u^q>B$bJz8DRx8O;L4VP8}P1THP=5Pv2Olz+7N+wW>TRO@h<&L`CO;kNV3=ouggZ
z{wwx}>c@{r=c|ZrUcQr(SK>+09wDz_Vuqja#qB6&3A(wiGSY!wTR?5}B*Px>CzE#q
zstKpSVI#n!4@V*c|Dm5wY7R-PEK8No2A*D%=y99(UG2zBm#AILy;?F(y<10~1zw->
zoyFHp9!C5ri+`vYg{V}sliVoQ4DX!Tx)XW!EqUT@;bS5#r}uj9!^P<MD@p#R4aIvm
zDsMb{4aBHTP-jFylPxAXUh3jKRiQZ<&kav!<gYY~gqn9tPn5b2?|%=))wgtFQ&#Wr
z+yNnLS3Vu~w;h(%>|Lyt+$-PPURb-9Bo^^1&tmPMc7SSXB2p5s&U5Zy-(_hf4<0i5
zJL_wCw%^_BsfZ$^kNNA?(9|Emf?ginE&HMGzZL}jEx;q~N+~kCT7t*N?=y|f%?F2I
zr&3;E^q$|HCP7{pMR10Ve>4KdmLW{zVwVT2+1fPVjKwEOZ=SU&tc|9-GHGh(Z#YZj
zP$goQNQK$6jREvg^TXh!4F@IHrtJkN;$MA5fR>c`tQ1wNDP!2y+Trc5$y-AaJXJ&*
zkkV+O7pG$awIEdfbNid~Ox(Wn%hJT^WZkP$F}GroyMHFcN{$>yO0f@T_X~n8pgt|m
zH^$xtQmWN!Y6_am2Ltg$rB(tX<N>4^{VKF(rGo08xVyE^|L%9!@vVObBiX_CCuVb+
z-29JwCf^h5LR*{|HLCZXiw^S^c9-PzyI7X{y>2?KAcRgmZWF>$7jsIs{2%3f?6wRW
zw4Rsh)48y^Mf1MXX5ByIjt?&!sB@g&h<NywsC)zJ3RuaZ)zLRx;=>qrJ&T5anx|`u
z%0no$=Z}6Y5XYUwS_(0k!IWRMKk~cAaHWM`W($SBRi299R(2I?@(Esgtv2<@)yS&P
z5<Peb&-(^^a>Mi2TX{ulUVT_#HkK7s_8=}x@$|w2_9?UiDkcLEg|fas`3+oXc*W}@
zKK4xzmjRH4gHVQxko#HtS&%*B>XSt#hbgmgw(wsg?jNaN($1-(t>W!E%6In^+XQt|
zyHpVZ)v<&-m$ll?h0JV!+mo%o?PMNQ)<#zX<kUyy7NlzU^n~479_=gD`1}0*?*wDh
zo}KAa^t($vUq+uSj29zY3WIVBjfh(D>g!fz%IXWg97;wnZ2)lL49Nd^um!oKd-}wj
z9becONXM#d@6<I8NGvW(-8#|V(R11<ETm@-yAPE-a2eilSn~$uAXGM|<e|4rr9_F^
z{>@IH;TCgqYb%;O;k%LPprv{al41H{o#R>FZqTZB`f1|Hg9zU}q3|i)%G$%K?1FVF
zry@Y@i+W9JLHjLV)MEHVt?jCKH}1&W<8Q$h`B6>Ld+ObjqSo%oSjI7gOr1-98Q#Sq
z&kt(Wkm)Kzft?N5*=yzX6)#X_9&3Tg5@vSFz+wU<=Zxju^?nGlI@5*;kpS}B%cR@y
znDNCjlsgu#<B5K%@mi~HQg;%rc?rH&J<7<)=ql^i^i)j>uZDci6HKk}pt^I}A<X4D
zc)$S9aTRc~nH(Dyl5CH(GbBHs>uBGSGLKHyd0}*TxLbkyAB*U@XSjy#hbMj$q5Mt`
z5pY8LD$zWuoeJ4u>#y*O`1}PkzW*v}V9vzBz17(tLnitfJD7V;OsW&7_U&xVJR+B)
zvkn*Q9D}WMo(@J^BlaTizMne0<E&k|B_fiQQ*1MtK@DZ>6ojri1Td`+Aj*DWIC+wa
zm_?D2;Z?<0M1VXgMc(=ZvRVL*;%niRAs2-ktF#OfkY$h^ykBG;Wet*+aI#z!^q?A|
z%~)6Zy|L_FMtkfToUmN(OVHe@T*s8eH~E|+E!)qo5<~1@A!RB01;jg5ihy;3$!CV0
z)o@eO3Lhxa$JXR?2_-q#J)wW#LB_^|0BiZlrI}(Y5nywUGs=J*OOqS_@+$m~;#bI&
z%0lrUemk(R#Us*1?!c>sGTNvi5&Ob>AK5DYHe*v88UBwV7IqugNB>;^>2~)7@;JFL
z>sbNlP^EWJ`4Li52lL*6gC0W5bSB}p&fCF34m=6f)&4ETpn%77RoCsWiB0TZLyCt^
zz)^eFV#-;&k>xs%Pi2d~{apTUE_6av*Aag4@zQyP*(oa&#aG0tU|exRi2|LpcfL%d
zZX_3;^fV3_*?)OE9yc)#EJ#uXRrOE!)S1|sa9C>Z=88h{$TV9A+>fKg%1FM6Yw6u(
zoADR*@%!SSs_j;6mW&H=H-7NEJ$<K$?qL{V-oBoqHWKCbKbGYA@aTG%#U*0x!x85X
zRITpA<f8|nGxvQ&zl7J}TV04*qSUc#TY>n>hqHu%C!2z^lE8&lzr)}Ai-8_8!0Df#
zOFqjZ(4P;zABlzAAyRO7#HOy^r=CxMGd^eHQLH}nn!@{@w%vkkp$3=F80eo3nknrO
znk0o)*Lfj3Y*DTTE1Q<SH_RQF^<&^xn9i->mN_ZfU?W0xGB=`*uxJucF5JvToVd~E
z(Rj6dWjM8Gv5xA0ps-R*a7Y<y+B1Lou(%2(1ux@Mp%-INl7;BzYV(`itg>70gXnsY
z<J=_&+-wl4#5tm%0X3yL;S-v&VQo~6k)*8cnPYO8i8)&KopsA~8*N8Iviw&XqDCl~
zh--ykyzgX68k-!41%32ifAtwK%nYua<CEb5r~8yYEWrNbHnlSeHy~if;+}7+lZA9p
z;0u#ae%?fCYVxXB!A&fIcDz`$vJ0)_OYzo!_Up=^DR4f<7n)MC_ds4>?$`LuATYD`
z=-^WzS!M`8T`(|Y!78d$nh`}X_nQ|N={lMgNA5p$BA!eD(9xlG8xu18dRwA1{CBL@
zE{E@80B;*|Wz*F-0cvMszS4d3C>1%!qrryE*^5teD&@nfq)}yCSk2ny7TX!giV1oS
zWqMd`oKh0ol=Hz4p;QyGk*%8jqq!UEukgYR|E#Q+32>O24a``mCt6Y7T>xTGkbaH+
zYX(WjIPHbe`mQjl8-C0DZtQN<&>hv-aHG|cLQCjM&?B-Na!>y2j7(KM<-X-4b2>Kx
zby?Z8Q;z~Yi?(J6`IEk{Y)lfss0cCm!@d5&)OoLds?N3idzUcT9mZ?3;g+pkt!QIV
z7CYd^b&5bnyf90KC0c+zjaY6_MG!KA+VG(aMCGVKzjxh!<Hn`pyfxdDhD#hHrY1v*
zQui+4)$BYZnwBujPA;mhITLVA^(eW?;)s&ny^&YO_HIBm--3oUAUev#R==mDyoCyJ
zuFV!XR~I&{Y#rQrFXHCjvcX8yMT677{;rSj6l)EiNOYfW+^?D%mJ~wQQ?-Jvoi{H=
zApGmdbl)4HV#(V5_=*;{4Js+wdK}l04I&PoFTC<9%4+*g#?#V0p<#bJ=a4W3&3~5n
zT?SlST%yNCP_!(&{UAIsJNi4r^=&;Z6zofkx12?vUqeXd7m^x#e2Ii=TsVJyP2^VF
z&<OiO&X*(n3!I%2p3QO1^gj*>O1F~!`&;gk6KXn){b%MCQ;j5h6}uxI@ADvg5JB=)
z%=>jE^RYfFVPXbLYKbCd2sfBQz@Hj%55}kn#l4QvzxC^`@Kb3C#@<1{t^+bfp}MU;
zpbgOr+5>_2`18g?94O~N90T;3C~~27XLKO2+r-H_{NW383{B5&({YUc(IHRb<K#h!
zm+uGUkmWtV*|MpKy8p4%21I|!a{;j_({t7x!dtH;<oCKFgp+D&F{(qv<(vs7Fkl3K
zk-t>-Ct7>cW9z3CBj)BUX<-se3^pwrD9H1Yuaao|F-?#T!`66~shFM-|7W3c&&0jo
zDMa;0R!;hsdQJ;(WdSVT9!6sFL*P7iJV{P+*#NLyPd+?L(M-1~8_a_SW~)=j9%Cyq
z)NW|}Yp>nSPSp3kf(#b7_t8;;pNv}g5Y35upd-`O_F@+iH41K_YIkOQ)xrCn18mH8
z+y-Wk@L45XDaYclK`8e)^-}#4`O|CJB{?6i9>(w1mfS<uJ*+R;BdvMl9SoZmVi*SS
zx=FEf7!0`|eJ`_(W)HZ?P%fsCt1jYK(EII+jdUs;rL2Z__BkwEp%+eAx>Z{_$xe#c
zoxYhs0r&VER7=KJTD9>Kq_3;zPV5SDs57_)Unc6*ACKxat^(1{+d~^|Hq7nUn+ilJ
zBWuq9x=E^U<TT$nj7FQ&9T6w&JCB#k#CE?D*D<1R>pkGI%=-rs8u^H-wg{zk7rJJ)
zGj4?5uTe8GbUnRPd?)Bx9dVuLUh!?-O?5~Q^x~o5+P5gnkwL``^Fd8D(9K+N=ED^R
zTZdM%e&#hMY~Kf;=4faX!<)Br{3NPzwgZUH-vNgRIjK(*G&(W+fs*NDG=IRC^-}@w
z@aYftM<cADHrrA;yY!N8#YVm+--+-T%I}oh==K>BD0K$AvH^mg*tx)+KHRZT0*F1H
zx<`9l2Rki3<vdPW<hy}=)8#=8sJ;SQvGQBlv|2q^lHat-Ag7X0C%yrl-<wl$RI#!M
zaL2MgP4whO2+@fC?7Md-6p316F6IUbU*%pys~=L}BPoZ{$Cq@xBQhtg7$lcMw?oUX
z80SXZl1XCWao^Y>VWxs4PubiM-(TlwYNNc8RP&l#K%r+$>;n8ZYlt|SkICm{4@*9C
zwcQf*I+G+<XN~grf2?E`9EpJWtUsen76jN$IFUGJyQ{*V2ewQW-+KCf){lJjWjCxq
zd+eRUH~-DOzPecizd#E?u#Q<MVG2NcF38fay@WI*9x?yG+5a^W@8(_;_m6Nf<8OPJ
zlLK_#k|$LD`o+R;^xJ?$%=|k~(6dNmGXpnqot-ReyqJ0sU+0LK936wH#yTDpmib*P
z!)4unpIch>=!5QoHQX7JS8a~si|J!+HlR>!qCd1ii99^)svExMW{U9pV4BU^S+Mi*
zhBAx}{RgoZNx3{!l-bt1)Uy!XAon6wQz`R)j^1YHK<R<+>7CPs`}ty*f&-53Or4ZV
zG@ee-dp?Lt`5w(JM1OaiFQ<wn>b8Gh%{C4*sc%R7`w@rZ0FiuE=<Z*YHD26ICOTMN
zO&l!kD;@~cCj#}W)zADtmd?YS&F^o(YSkz$HEYx+l-5?G_DJkVsMXS13868I+Et_W
z-m8K{L#v5dv}#i`R$`T+c54>p`^$S>?_ZEydGaLZIiGXicdEo}3;XcJb@AYDgC$;5
zn+#zN9ghz=jXXCLIx4Psf+y|JSkanYo28wF^>G`7D<gi<zAT)C41nImDon)^t@F^%
zH<5Eo-Nw`W3CF8jEF&*r;ZXa_NA~|wd{nhEnEb_HoGeq0f8fQ=X((COwf$^@=!(~P
z;rk1dOD?m!A_P-CG59snDbI*_jr$d<kHRLzfB#2ON8n`EhWMTWp>cQ}d_p_EPSSMz
zJ5<+UvAOzPJ8l<m5WTo!Uwy^4oi&8UK^!EWx~<vF-tQ6r-OzT$y%!P+{Z{y`VEAww
z1TXw+evuFNesbS%9+y91u<=}GX?uIT<_=gfjP)@(04t9MWP=Xy{PB}Q4TOR{dU+M&
zzi${HKIkS?Nyh_66yxL-2qbxWXF50>nUKQ+Ub79rp%@-z8eStJP#LJot)1pu%RmMM
z1JD*oqbTkw)@VshV6d<uL#dymk6K1Gp?4N*bNP!E_$CWmr(;a#6=O%fq0a4V@td{K
z-YE}k+dO;7)on6ksjRk}L(WG6q|mM7AEK*saN;S7Pw(Nc5~hi@xp#6wPY}c<-6#8Z
zd~9GJ^^Q$PzJ*PmsuoJ`&H1{eJ+ejP7d9oacv!}3sNAZDU4{k9hrc+?<Zx)hM-I@^
zvbp`##&;<%%bHlLW|#P8s(Rm8DUpb|)4J_<vS8`aK8N|`$=^7hNQBq=?Ly^<o07NI
zr1f>p{v;plq7|>I2nCI25b{PcAt<!2hLG!im6N$mmdT#(*?1NMwNMq+j)*X*zEyGq
z>0Y^~MYU@c_*My&zj!k>s3hSq$am)5PS9eWn^Nx5Y0uNhy}&@Vip2Ld^<EU|_^QA_
zZ65moHCwM8l1t(fe2pU6t^c7T>7ldZ@P8Cg^@4F`--QtvI%IG3Me6}-O+z1AkH}%j
zdg2qJUs45`nVLtiu`h#X3gGanx$yi`x)%!jKAPOE{8q$E_|j25AWUUegKVU&mOeMP
zJxDd4`-RAv@>KFsCQTXCS9pIRDilMRs~VqT@7X#`cv%o>GDf|f+dP?3<X}6)&r#Kf
zv75Ddb`b^hW$V)0Mt<TT%!Xw(o;E`PHDrn)_W4a_r-)(Jd!Xz(QumbG@EGjfZy1X;
zz5qwn1hT+E*)90q(!+?`KKAD~b^UG^<t%6n@4Z^se$W1DcG}wJelp$`F@7pptIr<5
zR9D=@A9z&D$DiLMuk#jh_m3x5RR4L_@b#@bt72;l?wnkN?k>Bo5C4R`RI*x>9GP=j
z4@c^tA6yq)TigOOu(98RIxw_7l%Hs^r!b%txHtN>#WlZeO5kz<^1Z*dl4_3q>7JQ9
z%zYlD;|Zyps^L`Svr?b~VT$g>+ntlV^ul2lZv(d^U~K1>CWQsxY83E_k^wm(JY*Wy
zQmKBQ^@uHPdlqO?CTYl*ejGc%_!QM?S+sm~rdzw?KyuG5cvCV8{O%dR-aC?P_Fcat
z`sDk1#zZf=({7W~(%cW0SY<l+AB9OSF#v)eVW&y?h#jO6yw)g5bg0JmNzMk}0)-HA
ztPD*8w*kOcKPv%Gv-J+|Jt9orF!_LObmK;xSc7rw3R_gkHRatXn50hBoE^AwI`NuT
zRFyV$v<&mWU^cIQJO1Mar=m@0>@)Dtl+?M4Ad^sb1vg69!%{-4+NJ#6Zf2|mAe3FA
z`_JZ#z;P<tynDtW#QEs<_fhb$N1fg;#xRXs{l$R5(vJ=bqY?@uapN;~Qm*j!Y#8aJ
ztPWG9K$Pk2Ien~beykj(`5ZbjRD}rqY5Tc707GeSD($Kh1!7FBtuU3dw`qt~VTIL7
zP2;NGVXNX1G}99cIvL|gFU4OrKbn5^j&DCF&=^W!g7-asmY0p)Np+NRAaok*n*vQ;
z>v3}>I6-AnV-BXi%>jO&d=9p{X)f9G&9t`-=X7GI=~t#dv*S6QH}i_a5XLP+-}a5o
z>n!E#oJRpD1+hF=BfG3s=RgpvaY8K|l!g*npA~f$!Y~N15h^9zb+nfQ<~@0(w+<(D
z!er0m*5iZ}7MrU!H10}9e8M%2Jlj;04tSJTSJw*Tc~sdV6Ne^FiIEUB%}~-+V>w~+
z^KmQQKY;z@B(K#vz@}EX!+=D`caa>I+BkmvZPR;cGj+1>N5bFckbrd`MgN$hZFl?g
zj0rn~AHMb8_25InwwsdvqMf-z6E|&07{LA3P#eEm;{_5~y^lK#66<)gVdc*x>(XxZ
zDz!DX0gu~)#FibQ8E%ELXe1h0fK9T}>dIr(5f5%acl70x)F-FDIp$=WTwqUi*@&6W
zYokhIutuVBowQ-A7gjnt9VgWwhvcE55eZq&NcW9qKLS3Sh+dEEN~hWj-Jd=A+S?WW
zH-&yU@51|m@a^l}qrI}-H~aej=8cfLwex1Fc&X#Nxw*a!yFI#@+WG3w>~pg>#NX-?
zUh4je!v3IF8~e-o`w84?tjYuN46n_fligB8;aBmqw@Ys^Tn371_lmIGX6blg{_4f)
z<(r>AE!1SdfA!=Cb3j!v_;tENE&K(+PK<s4xQ~mcis(cVnFXSszrI1v*gFOCy>X#?
zczrn`Qlsr|=7-2<;(dAja_(;+6h*J}%r=C~!;-?k{C?v$HQMcJ3j5+ZYLsgscWoZn
zefcrz27+g|=|=JDL%y$HdRKYee@56vh?&V5$Z~bZ=dt=liHCF9B&8e#Mf>5Hf3m1h
zzj_g?*ioeHV&<Uo;=QRP*vO6^l%WmEfUuEqXSR%@=;E&|)WOt=`%nmk&|+g{u?scc
zL!XvnY|#N5S#_x9^Cc;(A#nBk7EzbM^CqQcQfCZbFY?mlS)ed}ijUoOu)NhcOwkl!
zU-@QpGatE;qj!7aO;`3Al3=t+zXeXBlEJc8M>Ov>eF(OCbrVuoQ9hVk=z`r~tP?B<
zgaJ?>27tce9ax_8rw{PrMtdy{>8LZUy3)VLL8gk=?m|vatw}zF`pRaIeHBVkvL5r8
z`gQfZqwe6{Y%__HI^`Y@hS1vxsOQ@SzHA1g01i02&{~b;?QH6*;tUu%<^wn}*AZDY
zt>Z{9oCuo1+OlFCnLM6-83!VQLb4QJ5ZGZV;37;gqg%F2r6{}#<w-((LE(0i>{yB$
z8r=sQ|2#rUIn)o6%-mKj2MO(K%F^Fy<h%=}cTFpI_h@7a5)KN6*1!?>L3ZUX0hN&-
zc){s=IJ6ZGTN%q>G|gem5UUiASM+`v8M}qmB6{vqYSRqD{S__E5g=4A0f1hz#{x8*
znZ;{U)Ufr~7D$T?vbF|`3D#<}1RpGhx%gL7t|r=U(nn?u3plHgBNO$Ved(DjNhU@m
z8@pX?u^QETzay#B9ap-_V8!>%LP!1%Kp{2@+kD{-Ezl|N0Bk@2J_g<0bY^%uh0&Hv
z(`Za!+<e_gi04TDa99VZvRK{HvdhZ37J5(??)o1^Aa9nK2v#nt1>*kJ?@x1HzPv`%
zp8Ll?ygb8NWI1k!mPnAM-yaHOYO*@M>QCtmXYE<|7fF43N^v!=3l<9cBBztcS0&5C
zk*n7QQmI*}4VM3-_&)0NLdC1&Sd~!qBml*RX0S2?;Qb}2(IRE3{n`RmA&??o7o}1w
z4M)KWHi3&_xj%jX#tyyx?+&|Hij11SPInGdaV;rqo>U*Pi9eg&b8=#yy#BHXas9mh
z<K403iygW&m(1p<<f^z^St{9bq}XnXY-w{Eg)-o_&s+cwtrz}uKjT2aSsjR)6lH&O
zc)xk2fHE5aX&mzU%&Tpc%~Y3D4wdH6jb~C=lf3LHUkWxtm_Aew_&ZVZqAB&xi@|^Y
z)L|wo$VFjS7sSKVq|smI)ajoyWGT$Ptc%GWJRd&I2#Y2r&ikvVwpzT&!0|GtIoxlo
z%$E52CY$~m_}!V-t&EBJ(?ZZhW%)g}R!2LL0BJsHju5Mcu0@@JyV;UUZ)Y5R6ORAF
z#(&2T-wHgO)k^v+W*CvV5$&W!>Ksl^U|H@q44*ersu+L4aSnD$MV9>#lgml`R(m(k
z6#$5I`JrdLxuubcJ`afk(U}uCif*tE{OkC`zht4ATV2E7?H;wQu^RM*{q5&10LYID
z<9Vx;JJRsgRsKbK)Ssk^AX!R-x!&Kj;TwpQu9tC;AW9c5wTP&J;gh7~(d&qTz2|;>
z!*^LID4mj18IQt$F}m01#OXTJd$U;Z8tCnW(=Iwui5VvKxju}EPZ={%K1?VrB?{wi
zB&VDW7yazltb3*R`{%ODi8v2a<z67qj{67RNBch3ON{niq%*6%g^?$226Q}TeSSQA
zaiwD~y0O~iFNeM$z=*7ZG!fCFuCLjVs|dXQyy(+rTk?-4c!qsBej@WY2!1SGz~Fb*
zDd?}%8CZ6d_J&(G1#?48Q<*&%*+k6PRV>fJEM8rro?wVJ&8u)LQO3&3Ahy@EMKqo?
z#?R1OHl$z);}O-<um!GCX2-k!HcyI_FoB){j1`d`6D25oB-F3Q$o?AtA#1KgK9bQM
zt8!}IwgZTjEcR~PXR8Y-X=u&o*n+%uEzioaZ<_4bI?rQnJv4fcM(PiadbEN|Dp4I-
zl{s-BqZ$6NnFagN=I#Af6rj)1t_TUY{5NPfU4a4^M95_UZ_ocR3+3x)6>oYK^mjM4
zg!lT5V-9o^G*Mw=D6kdAxw3&|+paL}YPM9pl?!-OS7s$GeVs}h@?#X{TwfDPqLDoL
zHWGQgwE`?vqU)Shk%p3=u+i2z%&@4e;dHD*uBZY5{69d}thmUIY(`3_VY9=HjdiDz
zUf{?&@T;&Umxvj&FwX2JcQ^3IOxym!8}~pvd+k^MfTO+liM6g(?RZj6sjX#Vu0y@<
zCO3uu<jf~?iZnwj2Dz-^lrl`R8vI;e@LVl=yS)p1p?oJ0Mx`(LS~58h6PLBoG8Q)O
zkabj9_JAQKp*NGKh$@O_H1GO9ZC2WU6dTQvhTcDKxdGL@1BcyT%P;Kw=sa;ZeYRU}
zWI-0i6g~w;E=ZYGIvs_(LK`aR>9;gk6CSWxonaJB&HmUbGuXM5TSP$?oRQrF8rlk3
z_ypiiC1A14g|hrCIf17yc+u|z$)me((XSgg+dHQzBpZdh{MyYs@T0BP_uyCeWxnsp
z@q1SQ7SE0#bPOHwPf4a_7Zjozqxv*@*vkD0GYqXDOl3@VL7>A4t4=8s-AW7unk@>f
zs;t4B41kiQ%pf9cUu@Q0rGWHVw<=3A33O@YO1{2A%6utm*P0j2=y$)-BE>JAc6|K=
zx-*;lZr)dUNj7&9=a43!Ny#e2RtTxa%2PWbwj8(xob7t!?%XXhqQ!T?cLk(4y&S&D
z&W)+5mQon)_-Y4&?zA?Z_iBR@IWo$rqv-$w>5)b&MzvuK$R0qG^|F!O)?+uUmasr9
zr12n~f;wXkDB#acEgsJl@)N;!oXd27bvKb>MdUf`AoS&7^966e`hEg2T%1-QXh$5@
z$7u>JXAJfk8;9mvP=bGBoEt%q%sqvL)~W=0OC#wTm2CV3UP43_yj+u5=$E~C>4-PA
zM0<jFPg*wsY*}bmpf0<OSiQG^fG*6cA8o5+ML^xhdbS5_F#UV8vs+csH}|+f4B44U
z@%KyA$6c1pW`W<0fCSbE*zEoRwYQVeDCgZjqOBR>Rrx8eqn$A`4Ba#mH~)#htCD-2
z0m-A6vJlm>^2Y?B5>cX&DfJ=P*asCKGcp#0vwPJgYAPe$D<c`ipCEPIU&<!P{=9wm
zDvIaT&;Avx+RZ8T9z}VXj!WHm*Ed`Uv(JYk_2rEPIyzZRYz<lE05X$AYjj;oySmm#
zS=CrSofz8V=z%a|gOQJ-8XF<WZ4@+s?e)a5bkhR8y@b87bnB{qcH3z37;MiBEV!J5
z7nhZ?153cth{f<l2hc<{$(5q@8@(RN_#ZytOOEZ02Tk+vs3#O|Av3QX=l#XAzxP}_
zZ|T8TgJy%Re4bl-LKTsO9zha+k<P@29y@nZ0Gu3xpQdN@#R44_S>vE8HMQr@UfMw5
zL(?Cc>wW}dtcFAq;cn;ShB_1PE(#1(vv{<w3Djga|KRg(#=E~o=-Wq-6M>$J+;z&z
z{K)$Z>qV};MX)f&YGax54_&aSGmST6kpp~u^dcz_e3iI{O?;AqiUx{@nHtko8JS3b
zi#HZ3?Y3(O;OHC_)};Oih-bv;3s<~s=R8Gd`~c~nX&G1kUc~$Un3maIwSDIIH~79>
z(gOFiWs{gz!y=#E*r$BH%&WCY+Blgt>J@q6^z$+*!?1{Nbl^V<U5$&K@Ch@4{*rO7
zrD4OL%cUf>(F9hlFB;1)qRvRC*X41ieP5%6#a}xdEP;?0S1b=74xfnKc=qhZiu+L!
zSBgj+FARo6p&5Z$&BR0w5w@CGF%A*d%=`gX_eA&G6p?-%LNAO4NWvSmA{4D<+T1DK
zT-Vn_qo^o_8(pupMqZ3q*OjOTBzA0Fe);ilds|BKG4nAdB*DS~HS#X|n3BCAij@hJ
zm@A3lNBhg=-bI=<7r;Z{O03m4EsY^KGGl8pn?5#l12<^+Q-{(C>1CuwKXSHXGBENd
zKPeC>ch}lHVKg{(>278J7p~U|zwa`Do9_HpwU-=KiQ|-T#`qtJ@-cA|qRZ%|L{Bjs
zY@cYfrI<!;5w+=8d}OjsCuzCEn!w|x<S8HQr}`PvMJB%zOctTnyEGE>k;EP}0lQQ~
z_t>?~HYuVQmk~I6rIzHTo~|NtyZGWIYlLm2$$IF`PCEP}|Mo39l!qxSuLb8Q0S=Qg
z)~&~UX#Eu&3vNsd%%>-7t1(}#oA`r!IKit@70yi53OMr18Nmf{If+BNqA-hVd7%rB
zRknb}t~LL<OR6*K2Wx<RP|DEVyVK9buRqXRcZvCOgLn1oNH=c`^@&;x*Ki37;9D~O
zT!DB0DNj!z(Qe|0xfUHCXgj!ypjD)l%aN^G!Kx{xZSX<}%m{0GVyP?LymcOuXb&n9
zpuA>DM;*zKp_UYBlCN|a>9_Rxw&ryqwJ!;L7wW^;NJx3L_zby-Z+=v-A8|ItInY1&
zxo6NTpOE>;$<WDNWeFz2p7uIc+T{oZphm+jUq==XCWs0?aLJ<*;GTp+z>lV&qPj<T
z6P38fHPr#rPo00>vJZ$W06W6EB^j(^X)2@0)1JaIY!;3U|L-e7I`pJXxLs*52)O-u
zixu2zea+zl+t9!lrY%Lk3C`vx{?-58k-q^)eo*B3uD}xH{~yI<7^<M50i}$=Lxm)L
zjCH_qh`=C?IGFSgeg2gv5#_E+h%Y5^ybPj1Ekjn5Ad#ZG9Sjwk)u~a!N!feHPiwsK
zO>Z+hjuC!QGY*kyl;E5~9X%a;MAg^?_(7JSKwf^I>WYH~(792I0>G4;2prfF-QcsZ
z%<5;Pq#!#<Wm-qXbR%wbiu@MOjgRmD!oqhl+&}9EjQMb>^utZvi<UZ-B=*3ix9b7Y
zaSe=aMVbxms=fii=R;6UV;5H|{l3|_2`icGvQb^vIR092F=*i?ikY^6qreh0k#V?%
zwW^EDgQ^)-AtJLlc;O$Q(tX89kiW{ruQ_9FIxzgMj5L#Au8bCO(ZR#Zh$B&8T_jJI
z(uqYa>b8KJa{Qm}g!p|f*5@z#BGmMPWWUjwH#RY1Q9v6bkLzJmkyer>N>w^~86gXx
za!Ech%PGqOcQ{WClA#&|<7RHng>S;<?Tiy##ELO-g@M?yYF1-~ny{aZye}KM5q+$&
zpX&mYt0C(8@Mj6~Dq?;_y|1M+BHBV)7nFv6=Nm1ofh_U;-Q8S91xb^g7I-nTg98jk
zVWpL->2wUiS(Sn`+JbVB3PAz(+f<3dkAfcf#b3d03s8!=iOcg;kaD1-myU|<W@RZl
zq7OA?1+=gGP(7pF;J)q`{ld&Zx&J`mY&X6y+Wc0p0eyPogwq#|1THeZcJs5AoZpJk
z$i>;_(%lBp*0O~sxCK9;4{o<3qP{qaTkxrDwAtU^dZ{0Uw0|?t?u(=d=|zeAv4*k`
z&A;rn>|c+QlY35UxQM(vvm$V+F6hu?|A-A6ppN5UxtDj9;k4S!#pCl)$c6ttZ}U9A
zvqGx%v>GVRA((9h($UDeU7pptWoMNLllcrl$GrW;__*3xQt~8y()r=Yb+1#|<-A8`
z3lD@;e6=ZJN~1nx9-btKso&0eR2Q1ud=dL8rEm5>ia(5Gifq)elkDE)US1~0w^mq3
z|6d{}|F!R4YFX)t)gH_F=-mDR?e%}=Zz2X{d4T~|z?LWARqtHW-Ws_TN07Z&Vs%W%
zs%tiOr2Ne}pF2seg7<oLQb>_bJ_6v11AJJv>OXy3Pb0y0QSOZ`-$~HX$RTc-<T57y
z>)Jbt`28u6{2q$^>F!<-e(lG99mrgMMypcvGV=LAhQW0t&ll>zUX_*T#2Q#}{}Pyf
zsXis&!f-9lqeo3Q^;(sDBIECpSFeQroNp|JVWPRo%Ih(hKbdK}MpJsG_}T*ZE&Ozi
z!RmK)(c^8Tr}fJwBs{>={w;VOoP{U5kf-sP1U%Y+Y($oXRD@J!05f~|D#XGc^)-`D
z<rkS%+&_r9YsBBuTUUNa^81fMO*l4qf8-c%{^?{w#Upr!S<FnE>@73>oK!OTwF#Nr
z*6mJ7z9S!)(aLv&%GJU~^G27Pd6G}5e^STHa#4mqP)nnqzxtH?H+)pmXXsmw!L6@n
zJIY^qxQmSb<XvAjzZt<p){Ri*4{V8ve^gs>eq`?JzTYAnNjrH`{5vi~=*IeulO&ht
zB3Cg{+X+qAsx`fY{F<UlYUcL^3|v^2y7ynZF#kuv9c}nL|F^mp)o}bspvcJjqrb(y
zp%JTA4|C{6v_$p395&Mm0mVO%eb2nA2UQ^fFZCwyf<QaA%6qqPSV=*xY822ypx?%V
z!Q__qX#bkD@<`pYO^pATY?$NXI2~e$ztXww7`1M}wls+;S<WR)f}BCl9@PP*d)Z^z
z;^i61bels5Jk`P5`n~yyjU{Ll`aLQzF{h$9j^Fh(4^yiP*~1O(eD0dpZ3hJB+KSKX
zq{+-pI#~-9Y}P1D<>OH(Ov`pbJp>_ou4_GJb7D{kh64E))UZt^t2n$jLrC`|7Lzdo
z+h^4Vf=y%LU=>PJnui5oSvARz*Bk&(S@Qp|3{gEj$h5k0bR8UB4yfz*y)2X2w~w?H
zxu}DkF9pul|1^48-rZaV=R*j>K`%Au-x+OH*bF^!wXNOa75G%Gm}r*Q8K4S;XE!Zu
zH_miGr%W0Ki5>)620A#lB85lc#5!xK(+`8b+5tR!vsmg=yAVAAmx80GOZN<0_AZ4Z
zRWv>jNpZvTwI7sNjsgoda=0Xrr0nm^3akH7K(>0wD-AXUGpjPooW}~a_3y<{HzA3o
zu#;c2qh5FaBp@6NF`WvO^eed9l+~2)kD_x_?mmW9?3<EA!2jO46F%3j^QUe5UZP|O
zI5b7#34qLi+CyS%QOrWCT9^X4IC>*<tFL-0Gix;60Uj{d9+fvSGJu|pEQK6`1Jd!y
zEC_rZocb87ssr4j))t5wY)pCScil{B>QP~v*nnPQNFZO+yRG|5ThTpIkP-D(Q&Z@x
zXT|5E2%qUY)L?}*-F@jsB2A@Y`^0$+s(n%!vCf}b-8@M>rL;C=Y)#nQj?@2IZf?D+
ze=A@JF|a<72ygQX0KhniTat#@C4*JAI<V4XOEx5;Fid2ZNzTs0Gav2sbcDz3nm<iM
z1Lp3OBF};4gvzx*o*|>trN$}n2fI`7WvIbo*BFQbeE0o5h2>leEuCyZtvoW81&z8l
zbt&3=R*l_a*EHE)S#Dbs)>57H);w0VE4i9H!j^aKw;8~Vu?_o^s8eIpheK1UcQae_
zakct~fNl1kuhaL=uaf<LStW|(=pQ8Jx8ACYk_NzDG;e|+td5%I)o^CBLq>D_@!OAT
zL3n^9vUa2>m~;F2cZzJ(QK$EPbfW{zBY>gCH6NjumJ!DqZx7ZMRC|7qQHGmL>FK-L
zEwPVsnk~+3j?S#IhhFb$=`ERhRE%h1G9_*uZk{l3mw&P<Fzk98ehziC39PDdHm#m#
zdQXJ2u8gHmyuOEJ-|{@Fxbu!<SJVF-Cr9%&2y5`Y>kald*P~r&K1`1jrrcGZT@bSG
zD8tC~d634!@nPUQJ3Dfk&|B2BIohI9T9i@e4I5kb>#Ulf>y-&4?xdI^z2NlJ_!!OU
z2YTjr0_IuOCH?<lE&$kfsz~v<J=Ck`&dSG)Yz2(^(Tk+4qhZz59|%X#cg=BWD1E3!
z-NB{&F_aBhQ=?#RCHU0JR&U6QxaH9F$MC{1{DuZ-YUPJH&;kP`Sc0cCfO;#x#<u<6
z`ljT2O-c_!KA*z~wp*S{{=(G@w$`j>bC>UUN(NNEcAJgQS3C<GSv?l-4A%HE@+E}_
zg!No={we)~fobV!kx9P%L%H`E6=oX`Ma~|o_5K6!4fGH27$9#`(q8^^NfFjO>_o&l
zscUiP7bgMLZ|6S<^^%hpc*R#GfBLnruD#<4%QJn$7mxf{1-OZ?y!6agDVYvJS8g1g
ziL0#`4I9wTTZw#C+q*Fm8vnrWB<ZHgawcD-3e{aM*(F$BDe3LZqt6f5=<-F}e}=tN
z;~M#o;)VJ~%zn$>wcYE&%U|;39z2f+#)}J#_-a05e&x<hqJI5VmLgu`t302EJ$;{(
zJFk&m6btpgprVoRuIrIb(KndcVpfE-lOle)I8kW#56E|^B&W=FpJcocxI6L8j~4=q
z+v2b^8>+_ww!yXtZ-B%W2-L3wilouj(9@En@>K~~y>MpPA}Xuo?F)bTyW1?l*G&02
zs8l75p^<uIJW|diaQTFA=M+Vw5yrCDw0G>E-S2X*ZJbtPB-N+(fQBagiA-rVs=5Y&
zo9B98ZFQq{4ceZF7p>-ZmZ>WxHGlL9Ft<`Q)c~bE%4;RgfG(}BH92&?XxZMn^%f|?
zo21=8-?yE=`#`C`gwvWlprD`qIU@cUxYW_Tg0V5(!AiNVK>;vn)w?>6jbG>{ILcO8
zrAQlq989f%S_}Aob;vV3BwGRRzhj9aLKSdT71@QcQX@(sG1&?>BG#4!R7CDVHTh{q
zg#!4D9{6%^s64!uuCaLI)#=hnH`Bii*_gMuPqrY8jjqo)`XE<gi-Xf7yShev(fO3o
zXcLsgnepK@Q1UU4J?8@8B~6y-F^ww8MQP&P8j@jaXdEUXg8n#hYyQfD8VPc{78!oQ
zKS_3Ht8k@e(3Un99PhvOl4^J4m%0*u;kMH1(lE#ppw)(*Mi;sjV?y9f+!%W=S#zTv
zH9-s}aNOjzyjj@*SpP7<PWmTUvSBF{<^L!Z>pf#>Vh5G82U%C~H5X(v#5v@GW93NF
z;Vuy`b8i7~XJ68bE}L$P0cWojnf)!{5*A>-{23WKkeNUH49Id@-QpegrtH&Bqb%MQ
z`vsmZ#2q;9{$Gu&gijVfbp2b4G1~}No-lThZbj?cg-@#Hjo-XE7rhb_6C)7WV4=qH
z_f!N<YkL@B5<M8=i^tpRO!_F@v?K5;;u1vCY>|l2y@1A?ejSUfv<D4tnqZ~bAnyFU
zqLguU2yDjoF*27I_Ei9Y0x(?Diq@F`>s4kIT{)kbhf~L(H0OSgZRp6=@RVJ<LqK*m
zF7f@bYiOwJK%W!0Fp0#$YHM=g%YKglAw1gLLT<$^f=dFXB(kM@u%5Qr5}7?M0x=?P
z?k_KT#oV;NMk|RYbsf`mm2XJOJevA(`fY7v4@=fS+E`Tc`j!X06~g=EIv|$<0vK#x
z#NMx2O^V4T8hq}k-U(9UsnrRKac%yO;#L`Kd_R{J!#L=OwFgO78*AHit<u9*K0%ts
zs>JzfXY67|nz;9cw_K}p@_p57n4hrJ0;86ig>RX3b3dGYju=>$Bz+X{ettx1l)ZT6
z4)v%A^T(3zXDRwX%F|Y%%d_9*_nJwrx$rt;?^zy%u_Sp?r7Kug{p1A9Mk`BXn7(e6
zReu4~f$pOOr$abc!MeN04d9RoZDuY>dRf`7xP4CkXJgoq>JDj_8=2?5;z%laB7J)N
z;g=g^iVxZGibdlq*ZgXt)4GvxFzN0G*`?c>!s2htesZNL-QDnhq33iuz^c5WpAeS%
z<+f0ea3if+Dy<$fi`+HRhy9|Uo$%Gh75CSHETqZ|H>IUV6fCJx%|C8u&fa?AcEc^m
zjP`6VaFk9jp;uhK<=@9ue)-p>9o;W}UR#PN;@WdFp*je<pnlzaFhMdR-=mJwjjyw@
zaLWf-<rG-GWi8hFOxXf=lO^lic}L1ko+>T-?Ur_P4+OmpIS$#XVUP`Q#iQu7!P7Xl
z#%w8G3;KSWt`9Zbd0qYea^XwJC|coV6H31f75nfDljW=G-G3hp)BGCLoGU8Aiwkoq
z8=Cewdq4=|@V{$!aam{vd)$peR~-xoWa?pMD?}X4EWOq+SQs$KpbE`_Q$_T7D+-|q
z<E`bo9w-I0U0Ci`9_{b5U;@xL9g{OLAY6gpIU@2c`zcRqhd&Ihuqn;$lfhOxC8*s<
zC?4)*29g=Mk)H!}c7&X<Y;2DdO2P}^3C?n&uB0LWlf<A?x7?EsXNc5lGhUO81!9wC
zt5jPvw!y)!o-$#&y+15k6(Qv!f(%vVD0h+$2tED7DiQajyj`;J*CaB$B-vOuv9e;b
z3}uf+uPHPEeocIn0c1lojxIecon@MHK&%xdqO|`}2p&&xE^M4y)9y4Wvg}zgJgCgQ
z)s}g5(wmb(oCl>H_iVWpZ5w;jc3B&zP>{mRr0F2Hbq!+JZQzib2+xzv!kYJfwIt)@
zCc+yMDwnMu0n!JzvSlA1MP__{YWXk&;tLchA{*t459gm##b*c~X;f*Q<?jp84g5A|
z^gh&t3ibA{9HFE^kBT`--zBNq4eEa>T%@vFk%?+Tk6OW75(3izxq#K$ZNbJ^Nd&W2
zj_=oA!m=P08KZF5`_0)XVva*IVX~Z&QP;@Pv)(GJ|60!-i)w8!dE=|{PxRKJ*(^(x
z_{W$<3Q^sN3Ho%t#-(7Y4LSLaFF{=Y=a^zxGdVojUt%rM@E+`7DGaq(Tx6ngz!aFO
z(K%;<TaHW{Cs=Xif~|TDbFW)}qJff6n}2|_tUKPzWs$>#=nSA-kXpWM%YLayrhx8o
z$={+qA$sA5;uJSOeANu@OQSWsdauSRu&y*p2^`KGk*4Se%PBO4Vi`ETvyc2R>LO$}
zPbog%ky}Y4chwrFv+ng%2UM0^AV2c?y?jNzfZpZ&S&;>n{r8OcZ9TnAAWUxaD%%4o
zM1h3ceTlb-R+;E_;*vif81XgYe`IpPOWlq5T>SNHKV8o6z*mWeC0+C8y$TC&mKMD4
z_>@Pr+YhJuMvjahHQ0vvZ16FNV6J7#H*RKS)tGr^q>BmzP@N@MR!tR}%_zj^qsNUO
z?`k7jdA?KO5DEhnaTuBRZI(uP{esd1ky<qR5|itCRHYffBCQybh?k+?H_3;YXQ{u!
z<;9nO{_`?q*r)hw6}aU+-I8aOaC))5liVI6^Un^0F85B^H8iS6Y>`ZR6F+9VR9{q0
z9KaU_p%XL@CA;asz!}M3wI2K@QZ-v1C6r-_twFG2dh0&&1nsGI|J|&cTr1;E91|1U
z#`c~FZ4Y}-2|G6G=xjPLM2;1#r$s{Iz@A}Hy#?cYi<n|>d?y^O7?pUeJ^_O8$jm5O
ztguq*(axI#2Sb4BPi-!pf7ZL#etR4;e=~1kG$ls6SJCfeHeVo#La&=nnD0Ld+0jvo
z-A3`%(LKFa6gO@#D~l;=WUs|O!6B+z8aJ(nV0Z|0^OzG9Vg)(hWL!ZJYEXL808m-1
z$Zd5iw^BU^-YT6s<z$s6(9GjY1gp%^4N9P{Kh`p*cAkm?d-#C<;RCii68wRuBof2#
zzh|C1$vUs{x-ZEKwC<v$gxj*k&EhJo>KT4qXX$C~dqJydyG4y{TWpZ_%34H7EZf%R
z4Iyl;YY*bsKXkjIxvoedvOMddg@cimCs^l+M?Ih4+6lG+@FN5-Gf$GRn@1xNQ{c+R
zS^uVEj&F96TWO7iYZmmUcbEbETdE{URG_JHl;yfKQ@I_)CctN{2u2#|6>xcG82Q5G
zL?m#Dy6pK!S|y6Bg^h>T)z-<vv`?3FPg|EYT&E|;W(>Y|BBnwYwDKgkTyI@BN~`<u
zc0lV|qlMta3dhgZ4^deSxLQ;k_y+rJGq!g^y6$DG96~01-LDMXe4o)LH~sdL?U_7M
z^dGrU^xqqA1r%VIrUfA>EoK)+!EuG&?}%1tG?{V!>UFPUBBQZu%so-6CSXbxNOu!0
z8PI64pe9loea-oGV;49xiy|_s#)txAN`Z}=kG|1+k=pS$J-v%1c-N}z0cxuJ%L-`0
zRLvYqgfdsYDK_4nXu#K^BnyIyy#%5iq=1HOU2`A{U1KY>!+Y$qt(~@b8Sb^xiU?b*
zgr@MJ|4}yc+gGo6uO3Hz{#nHG0NG)}b-RlM6TVIIT76EPoN!l7OGk!Dr<H>U9^|p>
z>c7#5D(lyf{=C9&kwr&Ura?_LBMKLj3h0AaZ%wa^Y$Nq*x+x$PpkWaaz4Qrc-e(CS
z2;%kG+p@nY<Q@r}ET<u7H~Oi96R25KO63f?%UMPCqm|M%D@(a|Db{6q0i*es%JYF_
zl&<)cR{oaS$ytor$e)<0_@tr|-cmILmuzRzX=%sUgV!KKSW-OcJn3bAra<5iGneNc
zm)G~xiQyaEagbfy&5UQ%duG?4iT_h^>3wFt6t)h`>-9@ul_%S<%qCZE2J_tD?oK_X
z=cR}j9`*`4oZoOlrp|Lw2FYtAjJSOLax0Xtjp^iCwANLX$-el@yTbiE<Ujg`SFa3_
zB&y(EH<w!m+AC{{*+wuEp{nwGXc`6&_1`d{<rdi32_>m*!2o73vZP2e;g=TQ=h{{K
zkK*wzZe&qKZ$oww$<p-fnjFO!ioQ+qMLgC+XKX8spdz(AiN*jVt-0}@Wg<K-`-f-f
zLc9@#QYFrwritFQyA@BPRH;tI)Ffwr4_ocv_aN*37FdfyLdCBKca|w~)gj*9FOnzs
z3ITm{7aeeKvf)^FL<-eNe!@|~-xih7g-Ka<e*ua-Q!nRak~P`xp=`mp#W2?|VxN@*
ztgwx%@zo#+%NIe|gDhNER+e0@1I;O54phQ6X?8#|#^yjcDqfc>vaOe8fJ@Rryr*Bm
zS!oI091Mx78JyhK{!`=KR_zu5tUvzdL$iWfls%iN(zXGwaZNx3I3p%H?W^!1+aS2&
zj>L|_l3D9^+ms9B^OU0~CR@K-E`csAk=V7Mw)i6@?aqTt5f}YxXw~j{IB`rz_P!Ni
zQc{vDyeJz0V8(45qHpouEfzQy1G6ccBqSj@xN6V=Hzpg_jE6KNTyv&ZhsZ&8L^NKK
zLR3&BO<wI!ll^g+MtXEl!EjfRsUbnEb>}cU^$Los1W1Du^&V8bAxy?It9B8CyPGE#
zm^zYYvO=ti)PK*kdS>yKf128A4|u<aCp!V}!k~>Qt%v?@8JM5PqI`~_M}C$^{@LaN
zn!c`{OcF}_1i**)y!Hq|@75K21P;*0YfGo=p%a*c$La$>7HJR^D{EF_CTL93l!AQ3
zTrN1YsgIXQI#>(k=qEilTl+#O@$I+oV}cr{f=7V$1x;|4${-2Z#PrZO9?6K%XE15}
z<$o#R8gQDsm6bca0Oc!527!4@bdzRg0Ew>0tU4jKFO2>*#M1o1`-SH4e)-uXr<f{r
zM*dyJ*~s~4`}v0y8bhtY53QV92;-9u>85tAHg!9X@Rl}K5I~g-gO&br9KSKzUi!53
z_u2E`J%KYL-B$urpU0{`%M73lMV7|=Lkg-AQ+BG3D-`{jFw(O2K7sB2dlAq0@s`u`
zzhIt)&^c76!G}0IqUmUpv<P}VFTeZFoGYR!PDyMjtZABfYn4uCj8DrrY7HP+?aTHN
z$10Tp21Ntum8swFL>dIt*@DlBiaz>x6O`4-Y;@wtv*~kq<F63aMGuQjQg}_v;dN8+
zHc#T_QA6FR-K19-1MZ<m6%=~#!_r>c?2wRs$+1+&?qi3>#DTUSzOCi2s>PG`l^NNi
zF&_g4J`kngHQ0FaRnaEkeucF3j=h<{6r92(`Rt5GnwxS^#Tt+`?NcsfcEcn_=jLaU
zceBV5pw*`MJXR2B5^o$U@*3^vLdCf$xfu<$GzNF^ZUU@^RVJ*nV{d`2Uq^GWR%8Q3
zMAF{n5xhZ``T6<1D55vqulcBYEHYP2gPW!${8)E0#{y(8hN7quD>V3k)&~GZP>OSR
zm@v1^{MqBB$pHeSr`>b|3IMkR=is@ezyt^cm=Tg7E~Y-oAZI45=JT_=uP8$xO<7%d
z^=Rk0pE!5FMp8_g7>I@RvNYlLhk;0P7&Co2swIJ+3@Y%ageiqIU^bp<7#&Vr_P6p~
ze>dCVapywbI_OP(`^4DN9`ViavBvZa68XmyXZLGQhJp24zrL2oMLiUZ(#ZTLe-`|=
z$kW^Iyk?C5O_+}5fwAE)(XqvrOpj(w?IBY8aqB6K@tx=;4EzW`3WdF`<<L->+;RA|
zpL0>D<PWuth?n(lCVWEvTKciHUD8Ho7&Z{2MJHF59(BG12Y={{k#hAh%6R%jI<aNi
zehV7ZH2=71fwvlCtl&MaPK42;pJ9zoi8^d?&7d~IlHzXB;D+XdU|XzWu0-L6>xGR2
zUO!VG-d2pd`S=*Iz8b6w?r5DrB({;TLd$D3w@0n4*l@Xbt5Ic&KC*pQrQiM}%)NJv
z`Zbgh{8@TO@o^#Rr->WG#%;D$lR}hklv%H1Pe)ZS>Xqo^<QT^;HX@kV?o{T$?8Pps
zcgHIOlaBpDxoBB-Xp>*`eVtrWgx4YbgrSGeZAIyDn%IDp+RvWG_`wu{Llp`@;3Q&(
zvIFjv59aU(?_pvIY7V~?6$6+b?%rRH*fyMQs&2Ra{^;?!^-tAyi#fa_+U^tB_gT)R
z`vf~-roi42Q4o`NZ_79~Wy5-bsj58CPHMNfU`wnH*I!;)Z7LdI{s(iDTAaERm)ZEY
zRD@feZ}sEq+<z2bt#TF{_pjb@&vc~k%@ix6ylje<t2A`rml^?MUYb?G0WU(DY(?Ob
zrY|I=OTX^R{0hmkhspR?ETFxodq|dhi9E@spZth!E|YU}C#62jth>gQ<)5{UbJ9VD
zc8oyqTGr%u)-u+acjzXyt}LZ8C`<H*0|w(L=yy)X9(s0a7Tu6&K=JdD`%n{4+DpU3
zmdl7C`GIy%<oc8M?eGqp>r~iZ#+O&?mj|2GcPv1xLu~BI?B$7ig7oFp(i5~K<7@QW
z|5BSZnu_8{*CW<==to|jYyAs9dslI3A2Ru~TKrOC&g<V&2hl%vBt2k0=cCorQu4}8
zalIA;U7Uma7<ay`nQCGXSLl+Qc?n{`So(*SLkW=h&oh7N-?wOdPjQ@q*efncD=wzh
zqpE!CDhk0c``z;1U-|a^P~VQmgvtU|zyh+BfQF=eh_aZhdr;YoeMQA`v?F{Y?BurK
zgMSsAzoh)p(_<M`X*!PYNK(emPWJ#F46}CAm1sjw`#B^GC~0KL<Nr~C`Yi**`lx2X
z<D@>1?NLf6`%~*DNtcQt3Tsc&k9_oNaP8~gNBGQAp3eGTzG;I#RtTxX-LzDOw?G#5
zq1jpI*0sj7oMEj^HZ_Xg7(Brdv!{H4?`q$d(r^t4!<}0n%YP5odVCh^v5u|JnF%#*
zNPRjBo3FxeQ9CO1WLm1M-e|pP+_>SrNAzR|9Yd+IaqNuvc^ReSiFwJ8E{@7r6uBux
z;qV+S2($r3J}6_$s+FS$0sBjCQ7<!BxI|JWP*B#3-;(pA=cW`+`uz{E^Kd<FMBpOt
zxg03h+rU}Kc~YSTH7pr0uiYc*+(SF{tKTVQm#I>+a!d^1?39tliN{$NG8KplstI+y
zwt?f(D8+<ek&#KNBc9}qSI?V}eIf_mrMXj|7uFDWl`x)whc?h*Q%>{Y*0vYmJ%x~K
z3x?i4j|t;S1>4W&>#8Sfn>CDvf}}$0Axb3EnF$pfp{ds;TI)7WBrUY$vNzNX$rJf7
zD7`3ty%R0t4l^_JeQG$f9qznscaCAwa4PrBDIRQ+J}HbnUq8UqmZ08Mqwup>W#g&d
z^3#k0PXvvr&cMmJ&A>1KXWY^BgmqUm7xMF~o&61^ED7w&$|Zz0gJE!LtJ)oAP5Zz|
zB$4TzCEU7caHgdxDNOH5@N>aGjm*E+%<dr^M-dhsPat**$Ny27hYU1to@V-$wT}C_
zXP+~Ie+_k15RRvc#_Ky4w`+aw!11bYNG@x!b-S+9)87R{YY9^|lT8un1eMBr(hOi;
zP;}Y~`RIA&PiaXLwzL|77~!)Fci~@}rHiSWT=&g1<7BGKj>)`Qgv=$s2c}&fRnK2i
zS1?U_zmKSEdxGL{ofxxwe_pb<o1WrgMXVzjSIlfRfgQYaG;}L>w<ZalPdyGivr7^$
zP5r7fc)uSD4tAJqF(C%LjVIymXXSP1Z7k#jD>I$mFpC#^XNUIm4lGP2Rt!|*nOgs&
z@NL>$_rXtJ+|E`mj1|?WOT>KacsFO`D)L}+Wls%|U|i(w+=!%E@hp_w&%Bo(9Gs7i
zev@>7$yf#BoV``qCIaUz)Z)6baF!LZK|s-K6s~qPqRMj{+Y~Yg@5XnQOH}4og~_J6
z<_(x2o?44qZCCR)iz?DN?z0_eDR^dTmn}ebd&pACu6p`<yLt#?(C?n-1XK4KHQVFf
z<maZwK}XAbl@o!Su=h>;&lVMm@BeP+^qR;zFFAm|LlFKA*LHrak?=1r7_z&UO{c#b
z=>Jqb$uz*;RF$O2{9(aV6^1FSwyoATrbFJR#pphnt)UN~dlA>Q);sZI%gSSODOlOK
z%=4^eh{4RW(*`&=nBwGd<R^!THM$Zs9opZeX|Wr>fJ6O0g*J&DjkVM*nZ3p1w=iQp
zYKpl1W>U>ga}4um60@?hqSUWUX*1P)NF#nkuFKj+XvINi0QOtU!pC``vP{qk!pC-p
zl>v+`1Jl>cid4O&hO6s;*WXVJd8em3B&AUBCZm3fO_ErSeit|oi28?l2YmrW`VUB+
z$NHy{gMA60(6zq-=Y;XAnBb$5my-uwU%&TEc`%s{)t02J(@gJI*O)fhSkGmLwUG8z
z!~5PBc(+!3b+4OD{uDTIIs`%=>kkub9iY-0wmTcErN5-IO5$1$2O%NB<HxG*Y5!){
z_%NrH-YK5ahIKUoW|+w-#<FRAR#36lcPDQwTL97E(!ZPx%Bem5^#0!QbcmD&jr(t+
z=1up`L#BkQ;<jt)a`MgbYPPmTYIrVTpEo&se2GH<N!KYrt}$7v(^~}jL^5s8E;o9i
zbPO)5%!b?ofaZL2NILIfmiD)_EIORVQe?k7EE95>eGZNDUQK`$@Kp1C)2*G3wdO=A
zFY839Yg2Y_wj($g5g!#!?gVaP2kRaAI#TA~RYukD;)2jHE_(&^%3z!6M8Zq~x(p54
z9Be-p<Ud4QIBUR9XPF;ZM6SBRnE?XQa$3T*EK?uz{|Kpd=Oyg7P=wp^{cS;E-<O9e
zDkwtP0_f%9Htz-&ulHMkK@Kn@yAbQF8l6fBx<NzU)>}DaZ^o1?h-BNebpl8Wq`&1w
z!70*9`}ux-`kH0E{Ntm(iP0au^;S<(+MyvIc+bZ_H`g3}^CBp3w7@X;N_M^58(_sZ
zFW=V&ey^detblf``L#heFS)C0pw-@xAp6Vn#Oxs~lP(StaOEmqi3V710xf7P3AgC^
z^deQ0ZbW^i5XlhF>zqF=jmxGg99pZE+X@ybTsb-quD2N?9otA-qB-he)_Q)-RsDM<
z-WM7sZ$s__n+2til?qwSIH}YE0$T+tG56@W78|Qn+3p><2}kSXLsbg{vd8Cdn+^T4
zX8=DrH{>nI&2lwDL1jiP@5fb7uL~sf+Q?CVqIb=?ye0vo^M#t>P=MoH%3^Q{J(4Gs
zZH~SUgu1QAmR67n4y<>zxa6Du_$Spgg2m^X<niBNQu`yD89$xxBdQ%pm|7jKnNQid
z-us(NWkq0O)%;|TXMp3@fPa&XJ%-=51q|1J8~?7ZwowjYQnkF{O7=;M9ev!w-VrPP
z9WZ{UHqZRvBKI5kyrdZ}wRSQJtSThi_X>|cS(bM^^HiHC2(rNBS}~rK;#Kgrc&w^_
zV*zxBpb4Mk^Xa@2p9*>Rd*b62ugw!{)rEqd_k~lCq8UGjMMb7@3>@LK_@UyHJq~qH
zJdKdHf)ExrB{}tL#t|6rpF=nfdm;38VJmW<%#4K0H+T-E3SCn8v3AVWpZziLvPss|
zg^zR8j#QMF2NxV!R9kL`sKqK3yXCh<biQaN`kW|y(pvMg;VEp)o@SZ0x=&Q-4{_MJ
z0MF*I$j76as;VrdV^(}+RHEmv#HGd9xQ$uAy4g82vwf=}g-r><sqA4`ELke7!s1d@
ztMjFm73Bs(L$9SD8(f+GQ@XT(6V+P7ZXfDSN&8fl>iyfQYp*BJjLd15d&rPAT+%h?
ziHzQjQz7vGDE!B#W)2N{OKMsk$H09To`T;N^L<UU6SX+{HvK5}XV5(jW51_bAzm}g
ze)rQ`pPU-{tW9^K+evtKx7r3wAMAbLuKmkTq@9yQ;@Ui1DzDae&K)=2c)_f&(3ncH
z0`we~PCnHPHvC=;8(f5YNTEs#>|Fhu!eCWn9`M?oRSP1TEDM8ra%?z|Kb+WtZT+C?
zO?sbA&&RLJLHFLhhWqc8zpFYYwz02g#J4s+s;ioDGzUHP0_Sp{E;uuBf~7nL$DoAL
z_f=`Sy8(w88FB-qLF`%iT5ch>G;_h0_kU%YV}VGnj0M=Wf&AD8)<Hh|x4>LFItq&C
zK#-aso)Kj&NluM2uvv*D64F64Y8(6FKd3gLwc)At|4beqbGok;f16O2$1_c=4T_9|
z9q~c(M=7ae)26z%h{`4nv_kFs$BJt+5U}rA032QCRwj$KG$QVuoJ-!Rn>sH!>a306
z$NIc)hlKz>d3@*b7*kc6tT=Xyo6fnY%AdJ2<6uXsZN~Q2OA9sjgf~OL1exNv&CU0X
zASuzh*a*jfX&b5I#F@26pZ|%p!w(84`^4HoRz&QbT=S4Op`gb{N~vqHE0;AbDVJu=
zpSHsEwX2Ugiks$Ox{7W+m5!gMn!M^eW{Ifq;)1qsoPjo;+;G+VJ#oKr<MSWZ7dkEc
zVkSrL9b<dvLM9*)#8zv6rMfnVSk*yKDa5zy#|z&$u*Ol=anN-{L9X!(SP@P}swM#n
zO(E47)vRxnK`f!1U7^4?8cBdtkq1@lp;c>hIS6~JJUGb%y*a}ek2LMjMkY4fn+-yk
ze~7yR5WNmeiPGOQb%14{uS%w=DIo>E|55zFju6eie*42T9e><1w1B9pZ#CDm@g24P
zHAEv?_;>+_opg8ygsUmlRXb)njBOT9X~>j>WMDA`stZ6v`*(Q7^&iggy7PsUoX**s
zeKP-1R9z~Eh<rSdBUSzi&i6Tf{@ojKNc{7?kZjvYF6Okad6;beor$`qq|KP1iKxd-
ziJjl8b!$BI$6?+i$iNa4-^z2eX><;bb_ttpYIcA6BR>Uw)QYZi_}y~Im~*EVY`su7
zP-8!`Rm|f#F`X>8)?1ZLS&;GFeLS#lhd>v`_(D^^dNbdy$oTD3x$~mq)S;VNcRXjz
zf1n31$$KJ7XFkJiy`Nfq>x)tr#@cm<vJNSSd!W#AX6e(s&;L=}AiQrkwG3#Guk5lv
zPn@!=3!-jb^Zv$`<?Dmz0)3Or@2%wO`X2z(KrFxKv3VvO?j$A>fTmG3CotolkiszO
zm!FtJE~V2tl!mLe%7V2JNS0Tul(eO|mdPNvl0YOaGyy?ki7FOJ8;oRs4!^^9(M>0z
zK5+WD{6{IPH1*F^TW*v-oUA&VUEefC70!;gMcMC~BU|Y@Ee)tBF1p6`t1p+KZqs%<
z)6X$ePhixqRB0Nz3v2g=K51wz_Zzj!iqC1Fth(K9HH=&Bw%cVpwe{B;`lpdkNk>6V
zNS9x&s;PZwW|@j)I^{#IAq=HzQbGEnW08M|r{W{{W%^6y^|gGYv3f|-dZU%vUrpP2
zZ)v;Kb4K8;J3!Yg?b?G_S;IEk8?Bd2-miLwn&(92eLY3a=9(RGd%WLkZSCDF{HgU>
z=@V0a6n?LHHr<b(T(sssv*pznEImeP{b6UITh_~Ns<QI~QCu|bn!igp{ms|v=xg*1
zy5U!9dbRfJtyfA4x1FSB;F@N6uFvAic6%3MYZGQ`7nz%!^lT})huxKuXAV-ELuGy1
znv`*U>tbmG)~HIhTyZWK(s={BXr;ZBAs{KhD5aH<YHoI^aGC%B@F&hrWb&t({F&76
z=$>$L-(K>kS<})|Tq-n=GBkdn(AuJ&g5cl1L0tBq)fVer*{Vv`hq*;m<sfRM0IioC
z0G>S&^q-_Z4?RWb+td|LJfGBc{<fUd)pk!!`dXT!Tr;L>=<Zr#%H4wRc}|k9MI}`Y
zF0gv%OLtAuo`u>JJ!`CHqV;QC={j%IpI_dpD!&$PMe_4l=wHLboVN~i=qr7JtJgm5
zS}OHd%9CO(-Ri2et(#e}^<^aujaM7p^HI|?sw-($^EOMBRn@jC?N3wD^_TFT{5x*`
zux=X1nq1k|&+-S5Jgm0W)w#^wBU`2P%~przMxMV>KTl7o+tt58O+jjQ*-v^E_eZPi
zDrqWLYNZylOHp&XY0Y_@U@rkw<~Hm249uLwx~AEXn{96?*56Nb%W7-AadOkj8v&q>
z`PRzYNGiF3qL+eO0o15^ic&~T2%#rv0aV`k3lc`2X!G~b*Qn1*v^>AM`ijvNT&khw
zO$Bw+Nh<i2JpI<1&@66VQ$!d+p{{<?okwO>bu}fy^(7UIt-pB>QwO<YkUxkfvgDtr
z{!RLb<|))3s;@kZpwt$v52iW4sq1Pqm9CEOr*9f=jaF)U%1g8Mq*_|L3&jmPG>o}R
zd$rl>8?5QJFs13<y}e9xU!J_$xM<CL&sv{Q`YVz;i&tp=O!E%mZm?VHD|8F>milTZ
z8&;g6w@|rFaHO(ZZVPEt(Mxc8xKg!4PVu0p<<G>g(to0lOQVqA?>+T{ZS`ON==ytA
z-+71pGV7zR-`E!D4w5=KHU9wF6}W5{JyHByRDD*F)PByVuzzP!{8E*Vt!Lci5c_jd
z_-uwdF4NPv#J(WdGIFz~Q4AJ}-9edJ66}F?Nygee^4M|LyT;okNdRF@l_^b<5`x+F
zifdY?hL#7`1lqJ2&|LM~)=#Tz&#RA7+|cy`-iXt@qCCvGY5SE<h|wxhwOXol_L8t^
zK~l}ZRMd4Z*4_UAfSc{!sSHw@%hlH9R^w_@-A9wZ4If=iejeVXkEm*%S5R|t<>(z(
zqFJ<DFSV8$yFEsxe$i6qrL^2B+N)`IBvaa|EUvS0rK_ZJ(|o#=G>Y_4)l+%s4#zVG
z$;A1<nZz6zCJrV^LyiX)hLp50fa}FAl_jRjjkE4Jq=FkkdDfZ>TqL;bXauck9CD7~
zk}qMW2yvR>>Xl59m+xI4;K^(>mb=if^#T$Tv|KAt9<q&1bi&pb-UI9HZPtML)vakt
zU0PC_N4vhRy-|7!^<(Krm>lrd_dCr`;%Usie?xeD(`k)t{S}8uS!*=4w%?~}?@Oey
za{N=%=_)5J7OS11`;En#D+*~`w_E9#Y_}g4d3mKT{L1DQi_kVFsFkSsgR3;|i?r0<
zLf)Z8(^XxltduX;x+!bw8>MQdwU;Vt7^JAEWrVonEx6!IXVibfXVX8XK5gsGZ?64r
z>5X{rryVh)FSQif-$>jp-@$bDx3N2Hy1h%PEqXfDf7N$qU$eTFE&6(fh}G6VcA%+U
zs_Sfd$LV)J#Ant=qa8)hUrQXv{5-i_-zS*#$91>eoMwwp)9GqGO?}hai%RPLU+OzO
z*3(;6cDRd8C5oQccdyjVShZyh@I6kNJB>XkygS#VCJ}~DKiT{;TNRr^d)b3IFs7Wt
zFv7V~Wn>t2AQUj!VGN>IV`^V)DQZ$&3OcGuT0^cW3A$6T0Sj2#^_FXD-las}K|viC
z^|R=goc{oa-#6*G8PCdHA62a{T)oo#!nfAxD~_PK*wJIu)mJK3S3z;PS@gHpSKDs3
z8{VF~DZ6#X$lb=@UfsI7xHQ#jI&@23+E5VZz1B+HQ^+kT1b$SdkjPRLKh9E~SXqLU
zAm@(adh7Mc&Hn(z51s7u+np>}C^an>i?C=LRjW)lb7ISD)0%#+?{uc7q+;uGxw^`q
zyWj6uDul4*H8QFzo>-?3t@q#S_a<58{ZBW!V9z$a^UAer?If;bvrTh;%Ue^RTE5V^
ztLZ2%^z>Ek+U|9leHHYU+lpvvlSN+jHA9U!(`%l=BDv=9*>^ECrBmpZ3!6l+NeX=_
zB}rrj1d^gCkO)appddz?!aKzVst{BH3hY26P@Tt)=;m%|deHSF&Hh4ii_-49=Jn%J
z@*9$mQde^Cm(^NZM%ZoIV&O$@x!LGyp1SGVOInjvxofoEZr1x%W~;khYHgHPO8RSa
zG_6&>hdQzu>UnK4^*ewC6us`Iot32kWhS%fm7nulQWENjAqZ6Q^fAmo!#mUOua0<g
z9e;!^%TLg9JCl60wrUM|Z`T@!n70j4c-ObvjsE5>T)wyK25x$jP}v&O^!A$-y`)uF
zJ!{kyH4R_x>ZsKgAA9Gf<3jbW<6mp44gF2JwyK7pw4%0)^pCEc?`>TuD?xF!6tATv
zNr^}X2G0e=FuAteYC>E{yxzpr<{G(n<tF7FpDKMSotAIaZenNFd1q;ASvzV`QN3DL
zniZX-<duW86ca(}lR{D~Gy@?@#Sqh~3sMlZrLcX%g!_p|f=ZO6j+CT;Pf>)BlBpwq
ztuMoa@VN93&5KW??tEw;S^7e&pZXTt%Km=y^O6@U=9|4zKV`RGXm5J!NjYk`Kd1Eu
zmTt*GVbt1dRNWr8YFlL**HEERK}A<$)g$DXD2=B(Opg1($C;Bp1_|Qx_>I6(e+?DY
zpToWX0ID<st?!~WT|FYC(tDoIz7R?S#jxi|j;@mhj^T57w5ny~v3ZOkz*n^EEHf~N
z+i|km*?p&|7THRap|G?lECnS%q!4LoZB<iYz-da7nh-&%PWsr`idNK*Q@<IHQ+iX?
zN3O1BYYio!t(ppxLDb$kMNpe%b++Wrv~xsjeO{)yhjFg5-R{;$FPfp7vQ5d0Lygg}
zC}~vl*DJHPOO;ny`K9Zx)W<xzA<J)0Jl^It$69i4l-E0T+eK+d7@)MO%Ta2ex!LW`
zGgWP(VVb&&W}m#>tTt!w6jx+gEw%LxQZSP1rOa<My&!su<u4+6N$N|P`Wl~1@|T>6
zX`WW!ovE`e{aD+qRb3b+j>e~}7%tlwdcCJ_hKitD(3*BgaklAE%Kp1Q4vuyHAD1pw
zwa#0&EwwEVIkc5dvC?%ssMOb;LvOawvgIpjw(1L&(@oJ^Tf3<hE!3epdgrPvRqUdn
z+eW3h(=cikw~|k1<(a{7w%(JOT(5q{7F4vn=$OM>4bGW&RHsyjm`c=_fOl;GmefrM
z87sX}abze05?mJpWmGAz(XDAwp(D?`{L=pbD4*BYH90S?`4xA!azfjr_5T1aZ~U*j
z>I-&})^2kFtv#u9-J?m}?o8@?moY1tR;;YF&|O`A{Oz4;MblQ_?o^a?k5lPH>5im+
z6`q4#{7HRWQt~?YtFHP-NZYhVvgU^}wVkb2+O0uu)Am){Z1j&?o4-5s)z=HQx79jU
z*HBc|eM2-?8ta$Ryoxv6Z_RXlITZzJeUs5Ns7p<}7Ot@fdDT5l?IkGcKJpoPMQKWX
zl%-{9=YLIAywguN^j4ST&oP(FU31LK<*SzTSNeO)x^%RiO?S63PeWgLQdwb&8ta=@
z{{ZfnT83S#MK9GYlq5XfqOf^fFAT&Qz>z6~y!$FqnoC<rZN#<`A8|J-Q%!{wRFIQJ
z6sS}XaZ6eY#JUnks8w<*pI3k*cfvUX*MB1URq3PES2lSU$)03Zb7MmC=JLgYms{7S
zgj8IvY*5oK_fDs+l(g2$v|Fxget{L1_SZ>L7!ES)iB$2_Im{3v#1R|q6B#gf&NIj9
zFX_+lhV)&?u1(i!-hFb*mO6``n!}fh(;VXFUpntB^D@P9)%QzPx{B$0vDE4(G^HMy
zVy59@UZ9|;(kaqfvW1(i%8^=?>ed*#G5N$)Qrc}bD{8Gy-Je5Dx$H7gOG=j?Y`CVX
zDiG`Lt!%coijv1nJ=W6Jl_7j=dnejPaptC2VKXj#*xZ{dpP4KVoL1nNX~~w-!jzPu
zPRcl>le4ykp+N`+gE@v4$wG(&z1mVx4N5>DQsj|CYk+KSL}6G%uDsi9w71+Vl(f<d
zt6UPI0uq%KU=sxjPfk>o3~}gptbbg*`}{)gT!poBhR4gREq^BTi#)5)R*qI_%}|Tg
z`J12cl($oMv)5{kTK(TsULUsFsM>DGn-v3<YD*M$Mhk^0=nJ>H;?gPUJ-cl>WBZ$O
zS559HC#T$f;<qYaT9QCty8D4Z1Jf{0!^<9EUpY_Au3mFbOgg5uFD-S(lGplq<UaK(
z*}mxO{RX16yo#D-qN1H`TrITjCH5AVT2KxkhZ3GU9K@>*y2Rm^ZRyDr%o!!PN=s{)
zYrAzRSgyieN>bX@vVB{Dzd<D3H6bf03L20IBAI2Fsis`xxtzuPI6Z6fW05z1QM||W
zyRUh1%1d3=lErn^Jl0i@N$NXQUCdLpMCC^;^##(?u5I*nmGu<%>I>aQmv-4zb$z={
zEo;{Yo2ESls;sH5d36;|mt9v%2|XzQAt5P1Z3#*el*ST-j`+%tA8`D<{{Sd6(62Rp
z99xm=^20;S&Tv+03dS`rr_NmRR{N<f{{X}2?r+?*&Hjez%u2gIE^8Fc8ATm?j%$l$
z)|TN?{RK6qzShf^>z~C(H1!>WS93d<y0=N%ov>+LQLlA=qSJO4+hM1yntu0wxZJGP
zmzt(^`bOQiTdHZO+(kR@Fom*G)2=oWwRQf@V%Y8=yg`h22RLi8kEsm4+8#ut!(fCI
zvZvOi%oHgqU!^t@!>u^h!cw5I8qYS$LKM@T;8I0WZlFaop!I9I<YZ}D4bRh;Ahp-3
zE_QPN0FXSfRgF6LnYVh2CYk=yTwS!;O~RhnaJ!c4?hMh_xk%FKt+frI(Msxl^)#0~
zw$xolPt_l$zGr$s=eE4`>CPrBbo|EU%bIn)MAn?UqWfei)mlo!t*p;b-B8Uis&1yi
zsVz^q6;8{HR66A|?Y8qPK;kVOt#yYk^*xtcXbo4XbT+cnmCf9=?yk|-%buFl_6v(?
zS{t}oul8E13#G2Lw5@4wu7;_Kge7X}a0QuK!&++oVd{I%w&n(_)VkwY>Ppqzbr!DH
zH`}JB)c5O)p$K;2dB5JO>#mnt*Aj-(y1MGRhm@41DsY5=IsJ*>PuuUM{%!O^lP}#Y
z%^BYLBs?G6*b?E2ptIeT7YJV10Ho;+osbAoQBWY))!CpF-&@>+xJJH7GDL0PIM3{I
zCU9bA2OXsKA?Ul*@1z=DS6w|ta;D?Ui+?$E?MAHSoo!Y7Na`vbQ)8fR&rxt&RXRIS
zU)r|ZEzIf*6Sq4J;oEKc+|AzH<#oE9HLMl&W43n_-xCBM0Dwde@r<3jMe0k|uc_}>
zlzgzadWq(>$C(!XOzFz4Da%S4n+B27)OuRWSk;}1_SvP;`g>2aak$)B)AlBASKG=i
z7wd~wn{##7H_=AIQ6Krk(&T*`(ES3lA31mZ{{W@ax*mz>B^6|z{=Spn{{ZEGiaT)t
zPRXv;)d5Jh&SJY&xdeR>HIJg|{{T;)h6mz-={A!2=|@J?azE9dC-i2npt1UQ<+YcV
z8e^Dz_rB<@Kd5yj%I3QzO$$}p*4KLu(_9(Vt?E_O>ECwOq3$-?dxQE?g6Z<Bs<fu4
z(6`#%FRZK=eJiN#$f9!Rr|;A?7R$xCRn$yeDH^$3D$>nm1xo0v7=P)j8DgcRK9KV*
zsK*?=>0{KUxb%t7Z2{^VmX>`Rd)FMexVv+(P;1*QUHeV0q54OtYDHxY1=h)MPrYxc
ztfTsyeb(P_rE00iC~GNdki|<j9;UrQ>wi_e_~vJ*eq>PTn_jl&rl1;=P+N3;4Z_=|
zC~DDfqP8_nWud%Xuh%+y7HKW??V&aIo0U;gORrV9we=n!2g5N8B6e<9(p{XvU2oDQ
zT%3HnIVUu?k9j7Npj7m#kgoMExUTUo0@*4A6zaI7IFzeoCCY@TBvB+-1#meE07VEn
z#|OUawGTT{Q1h?8`>S>L-ddb>=Uq`-kGks0mg9~sN?O*nDQ+mKN>NdsE~#!+^gi&S
zudSmGp=~@VYF=aAZAxuLrvpnzxY~<tsG(z|lpv5w5=Df7C$_}r2kjm*caUU2;_lmT
zxLvF0EmoQuyPekOS4(fU+b#63R#)6B>mF{Nj)sbknGRG|Rn=6w+Z5E)?YR5zEe$l<
zmZYTiN`MV$02d^H00Ot%DejFN#f8E5kxC6s>3Z?fl4`m3dV*6-?^ty!RZSHgO4aU_
zb)Ryfhg2N=#YuQ8+-XpzmXZ=hU#+H15~+WLTZ`%-i;;HfD^VRIr7foDEu}IEJ$Ch~
zRG<|dB|8qj<-ajGQ>dzRe>8L!wB@#~qe)#}mDjpj`J;6eDn(625nV--QBd2iROn4z
z9bG9?w8#RYmZqGab%#=&G%Fo|2YK#fV;hd!sD7Mcg{5grh*DOCfTXD;DJlx33RDRM
z9pc8mB}!7pwV?*a+dQaAJ{63Uu3Fa8QpF|3hx*#<dCK~Frg{TuOXW1Fwo$p(rwW$T
z)kA10X<^kQyrC@H90>`yzRRA;QvRlZrGWT(XbmOGO1j5Z*{2P<r<G3HlHpq+l_dyy
z++5)O-~r-%2phrdBediMl6=WK$ehFoIU9K(g+?Yay{ZmhRcny1)M>gG8t$kZHg(Y7
zz=}p~cBYDYsjn7_!Wn7BArDnhsVa3!N|@@q(c4>b=0X8@w6_=uQbTUKWg;!u?yu7-
zrkaV$x^!XH(JiXt#Hk4is6`^(b%YljZ2@kf2rF?21xi{+7<uuuMhtwx@84o1_c;XR
zZB|RY>F;LKZmX|UfTF_-TTOL91?PxMOeY|9JmL~e0&)im@H~a?X}jw38O*49sM+0@
zF@5oERYP4u;BLB(u8qPaE!ERKPU4^mggk^O;Yliq{G~aF;^Nt8x?ZYNMQNd_uc<lq
z>DpS$X~KHkPz5bEHZD4(BuFJgemO?pY`18HqNh}9s-skhaT;4q)~cauDRsBQR~Lhy
zM$!Y#w&I&mKrS|yS*TNuqzfyjH}wn3_N)xi>B<xU+8U>)rmCr1Nd*b_>S|b8dV)-X
z%Pgq}{{Su%DmhS46&ht>o|*3BUB;pw0M?htelF{pUn`vA#X3ICr_`4<#pN`wBm@1P
zv8kJd<#H0PikHHT4FDvhg6ocZi7E(E2$5d1nFfNHcFhxMr_$65Nkg@b#YOJ1BdB#h
zaC50>{$f&=%G_yKYM>|bjTWNp-EC6pt8LVexayfNxE{DR<Hf#^wUsKlW8HNLha6HD
zpU#jJN{kZyk#3)IlI2c?II>F>wDkeDl!5KG+fPukr4+d&t#wkS$VmZdQ;VBffo~h>
zu49ci*H9s|zNFiLsoAFeO>dU*T1Au3y;AFs)I8(Qy0W*QdBwQvt5@by+*;J7sYLEd
z%88TTia_}|`3K4S$tGufNC$YzqMFL#sR_GQvZNFA%B!@c4L;aYoj*{jOO121?i7Y$
zv@ufAD|sd1?4Z;@+nY4O_HMSv))OnF_iCxCTP4!kLHgQCN@rB0k9H}l9|>(k+$eDS
zVpopgrhB*7?xwKt-D+|*=6M?$Wf<Qvfgc&#K?lYMbDs0U1P|00JB;Fd#yiRWvy(-h
z<nkI@6sD{`^K{K7g~n^$a-qmAvKgdx_d~0Z(uE)>tbhku0NPbi)=@0ATS-$$;9HHU
z6)ZbWu(nt2xY<L<LV}xGN*zZ?C|spoDgpqXcZIwwdgWNQHszN4XFzwI=YWboGX#$2
z0rRlVFhoT5J&-uY_>H5;z}U#xp5(^-L>c&rgBwN$@iG8{JHe1~!PV1@9{|K>&L%$n
z<G79h^R15U*;a;|{A-x1`e~Jq18R-*G~bqYkTPaWU~Wg+cFy~EleP#?Vtio99lkdH
zz2unU5+e`{oq>`2&cqR%eaxN!azHurIXV4DZ<CzCjxV1-F0$X^8_jgCb`?n%<&`fJ
zC*Y0tF&X_t!Hj@J{D^&9Oq`DM_JNK39iV&;BQfGTV|kE!51#~VFi#3%c9_I(-yNep
z{0NBNSHi@RUDU1keQ>3@i)X<7b-wXvm?OC`4m(6fFmu~K>)<e8$jFW38JV2H{{SBS
z%p~^5+Z*Jb*_<BG2k38zkvY!OnS~wXZXy6MV`quXd^h|zonljezbgW5$4&dIl)>&`
zkUwcT-)Nl9(Sy7I$T8+1&e7Znj~I-=9ypG1o~g#tVqo~+F_1`@jkrE{nHv$bM$w;+
z*cclHG$)`q4=yIqpx<1tL!S={=bhr^Rdq|JZjE&hs*#r+eVSD~vrgO3rL?;9Y?YSV
zb=0!jU2!Q3S{p!GkG75?r&aBto|d{0qO_E<%3VD}J#VF;^3o*2ROv!w6r^!L$nzWR
z1VQpf2tGDHeC;%vZB5g$bH6^TJ*nl8(NjL{#<dA;ZUs?LIJTDKYbZ+sp+zk=x0_ml
zU^wCe{{U9wV?)Pxj|gQ?zk#m2a-sJ|9+sY><nt6%6bh)TabYPG$bHI(NF)%X`-*KT
z$WoLLkdT>Dl9`>+`W+>vQra#ks=r^EDNRMOH7%mb+lHE*WK>jAAF5JXs$D}0VY-Ao
z;HH;TPM6SIz+7*%fhnZZ)IY)~n@ZbL<<}K-uM0^-j#kxss!Dp1Ev1TJ(=9aPtt71v
zzwT=|#ECw3^VpCTu`+Nw#77pR#@DvF8XF&IHxwor=4dDdt6E!7L8S$F#%AerRm8M?
z*Am>V!$8$KX>IgQtzACd6KSZZ3v4tSKylPE;!uW|=?ya978MLK&}6q+PgGrKsc2;t
zNmV+7i$Yp>zfDe+ElENiNv2cndrmeM;$Qa~Zq(=ICU^J}2_)h>$?kjuzxd2%Ow66e
z-_4)6&k!1l<yv@FnOgb9C(6cvooTHOl;K>r8@h^h(<umXRO?cZ+W!E!s-~()Ly1F)
z3SBd=AuCE&0@_-Gjk(s#sSdWZCX(85l@vPLjjALi#Hk7?oxmU~FsSTQ72ttDcZ1))
zF&qBmj^Klj%p-<Q-J|Xf4~&$Pj1h?30USQRs)L6rWpZFIVXj(gGZm#dRO)iH`+#7b
zy#Dz8M$$Ws$Pe$31c@U)awBPwWJ!WCHB>(9h;`?d^3oI1r_^4AwqXe&(!QhsAR{S{
z%0Wqj+^AEoCB?SPq#->GveON$A|Wb8G8zP!AgmO+tdhR0@Ef>pr-u$&YotyU_SjaJ
z-AegudPOjM5hEr98NrU*;BB}c2Y};!vFC5LWD-seU}8WJ)TAlSwKN-TN=YrWwZKns
zmAa>vCwWm^DohYMc&y>1a;a)*H8j*k)q7}Ljn`DN%*s-y5Q}qF4x|M2EH_Gpo}~uS
z9U}Po_;t+qMW+f@+s2t()bGzYp(6lHf_#}E4dhPvF_`Tc1n&p=hQbC8<9+0l5=J8v
z#dg_c+LqWANMV(@gqpgx-b-vGgo5kM(KlOAP~4J5J5>%TBl5PTkdaBYl<TQ!wX{l<
zQkA&k8EC;UqU}LxEuevgIql{Ff@6tV@XL0;US8;y>s+n8YkhR2DTv>^&Tw!6jlq~A
zWXR4B1c}UT5dujw-gh`1@IQLYQdU*IX{hO+tf)#}aZOS*x|NpMO4j>;FdQYOn{7@l
z#LH=ICB-NtNT8`gl$E5VX(TBmK?)L;B|yOhN&Kg1B6|jY!@G6-H*(4p%Zc~WnF{;)
zZ*qHYJ*T{!Y-WCY&wM$P{vErMkuf9=^8>O-;*o%HpBsoWNFGW1=d_68MD3ZJAGkY`
zL7xO>42<W7wDxPJwc<F#Dr9e{<x10j>+sANbD!oTY{&u+aD2d=ACVaW%;Iu9PV=+^
zX9GJx?YZJ0j7ivxAAuA4XE+#=1n^0S+)QBOCvr2qZLtOb$>E={^2*0|zVM~Tg~x_m
zMQ=;Qfe{7?FbRVo_&bBKl5riN@t)IqZttqDY})Mf#pf3adF4o^qh@+nQB?2>4YYxn
z9ZtBYLr8IDEvqG?v_<1tS0$=8)lY6|z-z9rApJEfVidHcN1#1Z(n)Te4gyI9#WvY4
z4pY^7-p!*eCq{Dgp)YjwU2n{(4m;P<65wj3A}T9gAcrau3{j?AqzPOqmmn*1P(7zB
z0bjUZj44B*%aF@HTIueK`@QE*a*EWu4wh3l9c5O?YU6lu4Y+7z0;R9>Ew<KzNu;*|
zq&7ldty85bMNeHSs_JX%9;>W<>WZp|6zlK2;c?d-T8UED;(=0$h>4EEFgUkTmbDeF
zN?O)Rl%<kX;*?1xMo&>uGD(tDNmdUFKWzL=#F705PhmNn!fU__4Z|-ockl9wDSPoJ
zQfe~Hj|=8aa*Kv)AEtGxif3J6_LdgY%s94QZE2E~HtGsi+LM@4N>wqD99>miu6G3`
z%Z0+W;ItGeDzB+_vI}TSXvIU0f)d(Nh)^l^(h(g10gcAwN8Fs5$OcSD?=!R!!W}!o
zk2xT3-voB^+heq-KK}r5sLr&mn!`iB*<RHd-;fjo-%OoF#rmW&hnb=2Y0q#ai*34v
zOH!L*r6Jd-DQRDIvW8MaYjdFsFFuZ!>K}2)yH`&0Og5WsEirAvw`wV!ulkCFEiI?o
zU)5Gs(;+D6Q;1VEt*kBO`=!RiO*fC3BW!|5F}y_if)9Sv@xz!@MlcTh<G#nXPJf``
zP<Z)uXr4rinrV=x<9)-##!jW%QqvT4cN$`+NiI~}sjEk{P{2w<ZCa=b-9ph);+!so
zDGyV(?KW6(+L}(H-imOxYO5To_Y?~Ypk=CX$PJXNRVL!=idj*4DrnIq2ud4TURiXd
zn-M2H;CGSWkTwVWJH+HCeBuGb82Bc0J~K1liwchbK|FF7`{*umts@~*NlwFIZQW>V
z6jI48)3<U<iBpZGN<xiYx|yQ36r$6_IHuI%6s8pOMGh|U%MEjMqODKai(LqGA-zYZ
zo~a3U+35y}tD@_Az<nO$CY(6OOaAH+^zZvvDeVy?obBA?6XPf1BeY6HOpk(2Kg7uq
z+kV@g9dYY8X{Pf*aavP=72|5tc#N5|UJ*`e*J-&5L^1U$s#O(GrxeM2(i(+7?R!Ci
zR828=tTpu#(LUhmIMd&L`vK&C<VFvD@ez^OpCEroGu!u3IRn2L19!R_LvQ{ia1;=P
znm?_m`c9M=OJGx%eUg+H-{}0Gl)mXmmlr5st;U%OTRTv4tXW7tJdXQL`54@HI{-xR
zZN6vBcacBPpT2tm#pONHrkN^BZBQsJh0~v@wOcBbTXi7{QWaB1@on&s3w3BxDq2}9
zWz;Q2M!IfPf{nUUVznxv1eIJ=_3P_g9V!JYZ5M>wzyzfK0CzyzijbL7lhzi>Ee`9P
z?hSH2TG;b3izI$xbN7scK17l`ez}>3V=@RBBfrdT=eda3#C36hOzoizJet}oi}gh+
z6z@~q>1h~g%oM5WXKfX(K7@$sN-C+;Vnc}>L6ln*%6_7<y{dwxrA;wzVfK=N)6k^6
zyPZ19mU_z2SVCI?B`aB3=zM%W{{W0Dp{N$E&Q`y(+BXQZ3MXPV!Pv+V_lfN}#$@4k
zIqXO{G2%uBW^hb_u!A?v(b76mH(DkVr#eZgX5^K&o|2&JqMCxF045feRQkfn=nFs&
z8kAO=yNOVu`bUat5l$O73L1Kcmf&$nRXrtLLltkfQqq*S8evFfN<tnjxa(+I6a(04
zN}R^IWO*A@RNDUlOlkU^O?slWQz<P6-AB~axOy6-r1ub)s$5#20G_eZ6+Ld2+X7T0
zY33fIqphf;(-smN(|TpUp`=O-3i{^yo2t3EOqUk<l%Y{2Gx?!>Zk4u6r!Mq$MZVie
z{eGv^Z75!=ZS1)6toDDWexcej8bY67EtVHj<L-u`w7j*1C5|{1)}3X=wEIpp;z>%|
zaRs%dTadIY0+Ip8QbrEh9ZtFP(jep2#+jcFgg~DpiIKby@Yn!wakq{R-=RN#<En9w
zAED05Vm{M}5gp@y(8%pG91=$3ZqOqVM`1mP-!VPq7WU$6xSG=|<>W1$X-OX4#DZ~?
z8)LcNMm))p!8q6hv56c0n-7vPh$bQ#1Ah4jX)(6MN$zHFeoTRp8({w6<m8YD7{QaY
zZ^N&zuXIh?-(Eu0+%m4dQ1BzR;|C`l=XvkvI2o7r?GYzpbMYkSv}{a{DbC%zU}s<?
z<PZjNACzE%48Fs`JCFby0pLb40x>z0!>+pXjHpd3Tali%ryBcfl?HT_z=?sKwllPy
zjF^B<K*ydgDQfEIUuvd~q54{uR+m|*rgh49*>MUBLfdtsg`sF#5~Qgr1u95VR1^W?
z)JEAIvILv}NEik;9|QE@kTC>(hGHb`u^;%%_sjzbo*C&)O)E+f;li8Z;V(Fs3#5gw
zsY_CwLLTZ_C#bCsg`sj(Nh%-ALV@bf2~L%`9a<Y%>Panx2Afw%0H@nvG?aw|!7cO?
zl2z7ciU6F)Y!Z7w{;|BwjKSZAelZy)eg;Q~J^nvZiE+aqX>Bs`*FtZ2xP9i{aILy_
zX@mjnu&2ra0QD$+O+`zgN)l8Hg(U2e5M=u4R1hhdeW*wd7phyR>sS2d%XGBCvA8Kv
zbdW#g3})9E$&8Wnj05xH21$+sA7SLgM|==T@JPV;JR*U^cJui@2D`KJ5q9!u#XAb8
zsH%3QNG7ePsTpC0Tnclg6!i$MsB)<V0i~5YO-Qb_IF5*HIOI!B`yS}2V5pJ}I7{L1
z0@48|>BT=u1gRiDFqL%#sHG~mneB{t?HDJ{$Ha+^xO4WI25}i1n8x!0K4)>nuT|ys
z`?te!rH8hZ8sCT4a~+Yff8r9&{{Wt=fBw2N!NFqx0K_Gq{{TH!{{a1TXU_*5x;}z`
z*-yAf>o;e=$QU2-J{kW2B*bw2<i+Oh1ZL-7w(@G7@Ae{o<Q=%hlj9i}`<a8k{zt!l
zHw)b!o@%<Tq08M{wQk(53ahu$+Eo;hS%%GJO<N5tttxw|Y_jleNo0gP9a*QQ^<Igl
zb+4eaU#^Hlu9sZA-YICAsc4}Ami~g*Zu*K>TX8Np>!R~ghg)?Fp@xeFq5dcf3aKK)
zTIL7j*RC=7VcJ9g0MuChiT?n;v0wS;_tG^z#K4^XyN=i~oKEH^xCD{{WRggLB<=ta
zGEc-vR6rzgn|}DoTGv5ivfB`+gNSVu^*12WQnwV_VBf0l#ZC06C1F8Ha5RpzsYPW?
z{Z)T_RHYY6iW+*S{;B#qQdzRw6!`kEl?z>=x*Kz0lw2!WrfsTJH%(7hQB6*k>D(=w
zMCwW8Ev}@4yG?jU3w^`H-`Een5_Hy~RXS@;lIG0<oLeH{QAGVMyWT@<b;eD7N*SaN
z2HRVm9`JLe3n3r_#F()KxY}#4Rx4XhgsbW*E1bBtgsHa_pK+Z#PkXFvlGtfTRWDm^
zIMH=2w<}Hs#}@L`;@n$~I7*hc7NxCfCP`A1N|drr<dS!p0GMFyj`5rvM{qXG#s}%b
zsoYO9W8?w$@UF1F@!&7*C*2vksw+h!%Vb`^i6sklKT~YCRQ(&tL#s+1VOLe!tBX&z
zls?(1x6`_Y-3fVy+)CRO4NjhI3JqHBRTT+Y4ZT@+VKl01q2$YyG`6;?1D#4?Qj51r
zOHQFlbUc+YfCfJ2!6a^fUGfOe*vy?mbLZwa#sC<fGn|;r%I*MoSN{OTSW|f?#-8d%
zZ8wnDL8P=<sa6u6r7DScBI1yhq^V8bpSm)hu;i>ErqC3Y)`X!+o+`1b^(8A0($L=S
zR_Z#YMLk^|uBqEq9a|teeY(0^da2l{N<;5}mz!_|y5d3USxU9(KWy*fBXCo{kO%;P
zW4{E08Ib@-oJh#++sy0$&kduzj#l?l8zWE;JNx3Q+*_+tj<~m6aH&gL)Ks;Sa;2!s
zl%+`|sL!3GQ<;yqh}d`XB;)~soMaf2h?xLP{{Z8oCMI?}9KeAfPXRHuag!L0yU81E
z+HnIWMTrCB#&*FV<vSm|U}v$O36r+bj0}##a~~PbBQwM&ImR=LMl<n`5hKqB*vu2-
z2lq05;x+^x=tQJ}AV+S{cEs*Gc|IdNIq+gePCrmQ03+uhM1lkgf$g@(d>J5q{{XH;
z4j;rsK{J7j9^>wO4~gLjWSGg`dt`wi9pDlH2O@Ag@v>>{WvX<W;-gOA?v{4~kiMEK
zw-HX^K`Kb7q$O0f2qjAe547SG9B~RsLyjd{$=-9ZfFKVUz@PEl<|BnMFf;!Ee>orm
z2l>Z6&eReOK_Kr2hs;2LY(+-n9Q3|<JAZ8y{J_x~OIWqgmfW}+HQDt9AeAM=U8oiL
z78F#k{FX{w{K;AV@#QXyc1}uawG~=5J^Pop2R|}xx|Wff-JjiXkXWX?Q#(qwS#5va
zikq8={_M2lr6n(|JS9y{Rb5cc9ThD_WnD_r%{?tME<aHFt1yO{VWg?YTvCV$Lupc!
za1x_18h3+kEq>a4m6n`s$C_@TD+DBgPNk-x^p$j|rIHg0k~$UBpL(P8z*yd)em=0G
zwcolh*Z_K@qmj0sifTAz9K(9#PP(_#n}wOHcCxheCC2VrQoXB~C@NA+(gKRvNd-zv
zRPOX9N|Xz42Ka)ima2vKDXVF!DJoi7L$uXRJ5Kv+NhwksW#l2mDJu&K3P(~@6csQy
z%315)v{%s8(`pNis4c|(O<jako0StVj<VY>)LK}obR?)DfpTe=6xxvE?Y2<0^3|uF
zwZ@U^4RxojJjkU;OLQ-43R`<u3TDzedd*sBDykOh(3CAsE#<q^l0D_EW#rm4qAsTS
z{t-TD0Yk}GsH{D4xp{x8eknixZ`Z*kS&U==WPn5s#CFGgZ8_Oa2J?ac0FgMD5;L|p
zA~@%V>-i6=17#NNMaz4#id0@=H71`A10&z1efKL1N`O7KY1m~lLeiw9gGD@})pa!Y
z2lN)Gu<HADdjY!YeK~j*>e`wz@@kP!a<bH_jVN#4VVBcF;@wMcGLnY+*pxe^AD~j;
z{{T?b@byg;Jgp6|K9y1a)rOypDxGvO!hXxJ(u!1+zM_^LbNjZODNsVldCr6og%B2{
zE*sBMk^$mtr}mwBm!76V*-DR69!*nDsWA<*{U6k_;aDIgVZgv3g*=>bb$GE}tQ7{1
z^=Y`;Y7#Kb!j<Y(tPY{nk9i17sFab^i3Sx11aXNbahzc1w!=A$h=VdBP9$lOOAtZh
z?b0#^w*(Qx>x+UI_L8JJ>Ypk-ZI+Ohl9^so@O?^BmHA~QhQR7j3WNfxiFt<JTG2|E
zS}6%jRZhC$NrcLaw5EwlG7m`U2?$w9N{V{;w2|AUag&X~C+uYQo%6&=gEIi^2{3Vj
z2+!YRA9&(*)ndhR`7DNEu7t0w5X(W*Pvz<NgMRXnoS>~p7$GteQk{L*)?In$9&@A)
zw-&XM1b_;ZRB?<Mje(L66ndh5V`x9?10?6jn1jMGJ%;hyeY4wf<0MY<5Q)wVNsjo5
z9pIBV&TvQ_%<xZf9n5*i$<7GubNXO$5JB&@2;O8I2+n)vBpJxz5_6yM9naXG+qv7i
z5g=#2axzKW_C1g8JAuCnd>9khkahwN0Nys7m;mq${mgCNJ9m!8NEwl|@fjJ7`{#Y*
z^bjIo&ylhbIX?uA_VXeJB#exC!Qdu0&;0E6n8rc>06;Paej`1$F^{ns!9P8sdu}+4
z#2+#7B4RhhK<z!F1B4=EgA)<o{0=`z5s4YW;OfWpkAVVq$?-UW19{>yNyI<^L6Rrr
z%61z_1^_c7gb5?GPBJ9S$AJ(PkCP_`P>F0v=_df-5xk5@-ebU#f!~9wKWI4weE9<d
zA7D((7Taz(v^LXgb=L?=8$wjIEl2rMgry}!tFQo>+i*D8f3f<REgFiOJyp7#DYpKi
z@Efwzbv)Y+pbCq-lx(P$YH8k-tc0-pPbh|*O3k4;0%1|UHOV=XnK;3md6Ef@v--&3
zox6zwCTGNLF`SLWL5Q7z*y!o1P|eFxS{OlZ+;LX*KYCIL_dmHpt?aIe$3a45Cb%?0
z&{F9EeKBA5Qk^YyD*bhEI>~qxTdZxCeUPWxY^BTc`oraDY2}24vVh|0n{m?9EuG{J
zXO@DeUEB9WuaC!(%i9<kf!u;5%uMEUuoF2EoCw@p(!EyO$rNj-L+%uzDW@yzc$Ebu
z9SF;WtttGFu%ZDVkT}ey{{Tfy>ep@4R%&rBhLvzlRq50vP17MgZQLJKwZhWab=KAV
zF*3T!lsoRUnnvkqKdP_pp@z|LT^m%$LK$k*%`Kgjl%);zmTe5twzpN#l{o8&Th6)E
z>y9neDQgN0$?zW%MLdizyUgF*eet#-daAWGg7v2C^?|e^s;Z|_QPAnyrqa4(du10h
zQDCfazRe`l)BRJ)ee&y!Fy&oULZ78yWznfqf$Qsbs=ue}G_(pjj*Xh8`cUOFb+jes
zD$?_z#kW!`n{Biu1wT-QrP0SuIJcCy9dS-AYbsjYSzC)zjFPn(Qj~H@IVL)!lf^PY
z{X~HVPCM_7{CNj{F3{ay_OH(>A8#rgr7vSkXepr3k~FoWdtH-EDXIqTH+ro@ajJ2W
z{W1D|I>k6qbU8`xT>Z~|<#e>B>M7Q?e>;t>v@hE(6*Z4pR$XUA+im{S&ajHBwI#yz
z4MTp)6w&@EQ2majOt{O6=@!zGr{8Vlyx3*7v_P%<@8r+H5g7x(fPVaCC@;5rS`?dY
z(!PbK6q4&S)o(Pz#kUaaVfu8h*?lQ-w%zD?3rAWTR1%R2jnv`*_=?w#*0#zi9z5+{
zbhS8AGH&Y~NaZ)tHFl|>q6wx8qO_r#H6zNUC{;4*DQyi<)6~AxjiKaJKHIMviKr_t
ztxg?v*B0{B>#i+sER`*5T9&n_i7HabDp@%)Pf^UD^SIBiQm(C{)zZ;qxG1WAt-1#7
zmjsnmrlG|et3S}Dp~ZsbI8}Q!!M0vfTS`>bBG|NTHY%krt?PxPl%zBi(^qB`_gy$&
zy6P2gex075s&yR{)y{&7dQ~OBw<_8ipT?~+skk0C@-P<CoU;1;k%*rE008a@1ojg-
z$&6<LM*%&j813KB?}VMEapN@Ag08JJ=G|3pxH(W=2&H1Vma9-&>oDytTB%+I#2_uO
z&~+|I2_?hP#f5FM<84wCaiFcBTZv1pCbE_4a_ep-4mRsW=GzNxXj&XX(J65XN`i_M
zlf<C{v^3wRpNv?vCM4qr&w-GCPTBkI3S^id<i`8>6TA-wB6_!;AtX=l@(hjpWd6|v
z>^LWXlaAnQHaXk8PSF|SLMBdoe9j~O<MPP>oDn<|Ak2Kh^MklMeftj3O)^jEJ*4)W
z9G!&xM8-G?9wK5fwtnJZZxJMZr3jXOH<<?;jj(VcPsC2q!cmfO<7huSkB-^zoDLAq
z#9(&7JI820u`xZ&a7+pNh>r0FKTP>J!QX@;Q~c52$r~TjBd~+95$Avy&e$=40ndHM
zfHAxeye2TCkYLCLH^;!<H=IGhnuuxllH%HB$56ro-dY=4(92-|06VHmNNqC-3Q+<{
z%!4RGCM00aJbWa;GDapbypG3&R0%nm@fp~F57-Ylk|speLkTKKcA}kxsiNXmwYcyy
z4@+uID|Id*)qgKa(4La7?}`Bji7=`pIZnEk>Yr!bn!0uzYK`Txm4C_8);QH_8*yj~
zA=hYJLrR0}x+YMIdF(z(6S$L(-M53^w8sv7Mt9F{`{qQL6aFNbhfta5X&{F}(zgnn
za3MHLOA3m25g-%QP72fx0uM(5>RoY8lBA$KQm0#C2&ZLb5>h>e65AjpSxQ4-B~nBl
zq7aF$nxUdl^D1Fsp#K0xNBmt%Z=@8h33#Bds!2jy>r;YCQlJk3ZIpWjbtqb0NmGKI
zr&Q|%Og6N<idNRSIV`;6VJG?efJwEIA|?-c9md;CNsPt-?qHJxd~7q@e<O1w{G7<)
z2)Zk!_F4(2bkrr)E%zL$L8Wz&5?gIF=%;DsmXa6lJN1qS0@9Y-WT2@}>f99d6sc~Q
zGW*R`Ed4b)>JX-bp$KBR#@w!9m~}zM5mJVqP;GSyb!@h@T1=SS35Yw%8Q&2b;ODV{
z!j%or-^672Cj@rv41u{rth{_8s@z+uQrvNFEm79BudQl`NR=u~fC5Cx0yYE=FQ~5f
zOK?&sYwIamT9CE0)kBD3)u4ivJiuSF><|x2jj0DRk|T^{<N|-}ft<kHPTAPV2LhF`
z_}U{TNRi(o8IkfhMW<CAWJkBdb$49eE8J7JmMs_6nsm~(tDUZqN~dip2?}9UXrw52
zr632F)}lm`NmRjC9UE9_Td3358$ugpLawIOb~V)%Zyul)DXwiMo}CA&J!oykZTU#*
zfu_kF@G<0UAm9khW9Jy*1F+vX!14#&9nWm{JDaq1zdQR)^t}v9Q-`xpZL*EW_$HmI
zVx3m~R>O6bFDV9s>p@jSiZ;nlO6o3&_o&qgDhg9+1F0k>F$B|dMqkrSQC&#G7dw43
z-pZ@3m6X+NI^-yT!UL(Pa1xRbQpA!9Q!~b;IG^17k0))v@tDpeh%GKD3rmftw&D~N
zg`o7UDoF(evXTf;!jhn7MhpxpH+dhfzRGfkkDd98Q^R((i@K^x$`?x&l$A7(0oCnP
zu;n|TD`gZsl&mD3zbPIkF>BPVkIC~ANhSf<{)C@7<6@`QI+l^DnsnWtb*jXr6(X^=
zE7s}|2SR<?_G%qMQ_>PWwW0!u03?~YMxwO7q^j+t?R80Ro7iYt-KeoEtPE7VX~XEK
za$u0A!bk)jlA=O`Lr!Cl3hAvpA$`@{24~$Gr0jRhoJm)3J7oU=Ha73V#Dfxi_K4fK
zo}A>&#!7hF+ha!8s+j`ecd@vzvsnFYD|b33q!Nbdo1*sXNXP|lAw(n+dWitF=_S0|
zF50h_E3v7lEK^Z6UYcvGf>RDVLspi9C{R5^+<cUTkm6FW%fg3&<VAGTJ!zJ3ue*20
ze_2MP4}UUqjkk!C6PVlYlf%Kp<0rg<+x-wbz&{5wU8c1SyXqBJXt*@hD*7sF6He>&
zj444%C|zATT&6;bQy_c2T|b*{F;w)mRg3oNDW9oxrAt$E%{cPH69rBbHj+Y81gT%j
zB1}gL9mXAX=M;(g8-hpg+)rQxk0cln0yxRQJ_hp;a}o@}24ieU<35cwa!<6X=O}G0
zzQd2Q<<hx|Z*?v80)Wa??N7R;B}omfgr2AdI+6&QZ8=Tt8mpys!`!EEy4A9e>B|*K
zB`qWBE*%MVmE@^y(**?JBpeA&jlJ-U4CXvyBxI5{&hy?$8=UcRPfJx;@3TcsQC9g1
zQEHioY8~kU2@SNBssJWT6przM#$`9FWh&cMzfVzhC8t_i?(e^MQ@v$j4;JE*jSnFO
zAgvVP1wbh%Y$%{mb5!44W}SrGpQdJ!3Pn3~Ufl?3rS&C9>ZL<2Ej=qKKH}UeL;^?y
zi)~MrhW`K`5ylaG){(oYQ#o9!3oSKT7N%<N70gmHuWP85)_`8ALx-h6A;uC^prr4P
z1Y7jAAz@bw)os9^aTRoyYA<QV9883k>#NVxRJ5#~rrHFhK|n--s;O#P)VCC+Eku<m
zXQ@kBGD?)9NhHjZB%kXLOyW)elkh~C?a~Knk=tMu8@%tkmgC@g7-mPqUpn98kkU4U
zUM!SoYv^>{Eko@%rF~uIuClZ|j<%dZT>~ysQH7}usizXLP~W#u;7SteSbe*9^)=z-
zGShV^p=O=mcAcALJvFfmI2%JDP5l#WxzwiHPg{#|OLfw>o^fxu>#l3WoOk_kGoKOT
zzJIAC0l%Knwn-jf?FYdFZWT19o?d(WU<Q7A@XO3vDy?d9N^!-h#}=ZcElN_BwH?%@
z5>!f#NjXuHPI!dGOi7p%n1PLfBj>o7fgDCbl5w9uGG-%qAdr79NH{zbh~78t+b6J-
zjL6vc;zjWD@bc$q<StX`-6^a2r^{U>uC+}zhtT??m>N4yYb|S9>e!>w8dCSDt=7#&
zs%sx^g6Otsbp4{Hw(Rq*+b%0ZG>ckjYRDAsdI9RrlafAwy=mxeY4~RPo2}-RgGT9H
zGq1F7HR~=KE0|Y}DX*&@)V53hp1Z7a_fP0+yR@{Fj9d{w=9Rfy#h*~o)7QUMS}NJ5
z^72GMjlm$3;FE}n@*sX=jq;>K_V2Xja$`Gyard6XV*HVqnM1BjI;l}BF)IEVq%yfV
zu`#d;<`A~jwW$b7n@V=V3LIKgk`!x@R?0{KZB!^M6SSIM)brj9a+f)|%gmope9+ch
z=H~vVb6E2)U)_I=YVAz*uFGa!+U4}DQ6=x;T5{cJvRm6~l9rm8ic4L#hLMIDX{K0d
zv?OuHAE`4KnERPj`GYgtJ;X_ogXHbGjCR~)6ZRi|(fTgr*DSgH>Q|PWtLHy3-sLYU
zH6>N;TIZPz4yQDorrD-%7fMQ&`mGnHexl`jq_o&5#Z|p@i>|xVHC0t^r(4$=O;;Ag
zgreN;`?+Z;btpA1)pi({Y>?XwG@6~1BVndnO-&MnCbSU%Do`1f5t+=BsXo$eskC)_
zs&?>4?SKv=w)^5l_NdiE^y>F1-gSot%Vle6U;-8V=^%mBka653fhm#Ok6s*u<+r9U
zRGiP`w<vjuU(HTlXxoJ)7N6Hw8hSR~ys0!SHFzkhwY1fu?8OEByPdVGrJ=v!^#YYh
zVaJOuJm*j5B>5nB&y#>gdv}eo1B|6+TAY@bn`daVGRtqZwuLsn?bHRMZMB503fWNF
zN`O*LK@|`nq>yP;*yKfs8H1M*bK+v?)VNz)O7_+ku;QFk4K4DpW<^SyFM-s5I#TFL
z_E=B?AG=PcI-I5GY&FsCQoQ45+<+3{T}Z7|6ZxENAs~ni`$9Oh>}S7YGl@G&j2`(I
z{Wysv!0i#X+ifxM44&t=8u32r(!4Kze^sd$gi@ASDX4T+DdnN&mrj&YvcL`dPNJa|
z4!rY<DsVc<qG&dhAxL%gIHWZFf~OXiU#EB@q$R-UVG5F{_WrZ!+&gFcuv01O83T^c
zA4DFikELPjZ~e#bfA3uvuizi<ul!?5{Rh|o0BXOm-v0phbNKi6(Aht>fB0$t0BL`-
zpV{B-5&jMQSNM$6o~cedgP7kNcRh|XJ^O5}7G`DUd*4TWhy5Mp%Rk(@hkKcZwtLnc
z*iyT<+uBcf()L!3p|p`v7iB_(q<}yopo)V^5xg4MjP#CX<fewxdb^wauhSgQy{kd;
z<5KIZ9iLfiO4b&d8y=Y#8dYjq^uD(#nOg1kr9SG5RRzY1ns6n>DGj;lkEq>!Y5Xny
zLsaSS!rRt%q}P13=0_+wb9L98!?NlwS?X$w)}u?;s;ichRoejTKoq}5Q3tJd$`<M<
z?u}A8OQ!WjlD73*r|Vy?uhU7s)$Kokf1}<;`qTA;t@&^2D@ZR}^5;r&4_5ObjXcHs
zQt3zQbw#UM^5aNam;IvASG_r^XlZDuwdK;e)+jGD)U~yYTg81nQdnp+$-jpWFL_IE
z{C67Vj+COd-8pBadDH3#P3VhOsD7U3^_I;GYS(sKajJ6hPj71W{Y{qDTXUplzS&1x
zQu<k_Zo_Q3rHU4MhA)ZAnfzUsgv`@89s=eeKZU%+s_?1gxmk&Fw;c{TnU;*X*{glh
z5<<s#w5ciAZ3@|Jr(_o$2}^>zXfyzT1*z*$ToP(6V;({JWA#7GuSy=Hd41}Gmw&?Q
zxr@u|_1{q2lYC~h+3qgt3q|Ko-)XKC_G;Th?onKASKF;4)XY@1NVL=`imGawAAW`J
zcsY0Y%KFOYa(zeoi@$mdpy#c(S!oL=F7;<Hv|lbYOFAQ#dU;lNtQ|Kkb3>$cbCgwe
z^@*c;mf5JU=E|zD<F@;4y0LdBZ+#2=Z>V%0ll)OVQR&?|rYKvr+pd}kZ#QgD@ESy1
zuKc6WSDKcs_Uam1dP+KbOZO9PC@fSWx}t^KiXKZ<p4i}?MSdjSp*=hLU*~6~E?qA}
z)AHk<uip-_H?0ptden-h)Y?*mNZi`D>UG>{RYgrtYqirkZ?x1|u6Ejcg>Ba1NZkXK
z)y-Gx&PdC4iweVWM(~+QnThE<F~Z#3%j_0pUsF@7X)nvAD=T0vMX(Z$wUU(trD{wN
z;@K-}y;4w>tkEe-fm%kwRkEtnaXJjDM07%~g-z8ZZ=?8iEnBN~kyTLLQ}p!Cxan-v
zCXtq$acM$I6ytPMsBv8?OAMjJBz+Ha+t<IL8V|u+lm3T!F>7yG^X}j@apqh1Zdz99
zs@(;sn$$KvYI7r6+jW&?BeYjqy+x}m)Ev6ER9Wv;cU!KHqpEW8Lua(oSnc(GOL{c)
zGtU12UYypta*vRY=*xzywCNhXZFH>Fx`MAw*_pP|)Z6K58eL=dn!4xiMy}$9gKXQK
zVQXTc&#DcETz{<E_d;L!bF8&~h`+MSmrWC@^&X47RnRHN?Jiz)t>UJ|b`%w>WraUX
zE2&rPEyk(dT|2Bg?K36hwmCWJOfwjsl9zgEW@`hRmBqxQyWu1{612*>HjR>{HBz-9
zAxPUG)TuQ|(@K_vsX-%U#FqAmCe;M&)PYbaFHi>?#;PhxQna+w4TZECaH*6!vOy%R
zD}UWvE+~>zwhLGtDF8@4_R`#@_4Vjd*U6t=b}cKdxg%@4e+R#ETby-N+J5Ips0O>z
zm9AP>MP;rR`fB@Tq|nz(okFSgZHYDuora<6Dzwz9<wrqX&^DQRp+yWd>&p#1^4n<&
zaY3qfoT#XDr2wcl#XC+u^5CJSTU)Lap$k_ZLcE~-LA@^Xd+^27zL$M->I?3==GP@|
zw=379`zu;v@j%{{w&@;LH>Np#q}}F4Gdht9({|?*Q$<H(tf8}3S0bK<(OY<Vqi(xf
z<~=hzF4U-(!_kRJzcPtjR#&)O%jQaC7L=x$+6<|%Pxwiht0`k_kVvE&2~k$k$`l6D
z6<Q6TMTyTWwrFZI5#=YSuUcNR{Y2JZTJ;&u&T4BU>cv}Y?>cK!-0Q7+TC4a?+Us<)
zKW@-;t=n{lpQ5&0E_WZ{v|3|N+3hr^sWkLxaSkb19$Na&^)Jc}M)Nn*UoJVXdDA?R
z=Nj(rb0a`8Z?N2L8j;)W2As9sYQ4+7s^eQ_udKFdOC7oEuA8c}-JZA7s@(l^lrK8M
zy+8FE>Nj5gI{u=4E&6`smnQjN$Sp^wY&xG$ThUi^MW;#KD(jlI+-^5p&0e3<HP^Ze
z2AZ^K=NDqKp}kP;v8wySHacIexz?M%l0KyQ0j|9)bH88m1DT7ouU>N6<wa-I%CS~C
zakKvb605UYZw?~cUb=c!R#PzD#kLbvY1vDzG*%Fl!bX-DsTqbP@Y&oi55s5D(8O1P
zr_p9pD%&$9iD|TknoA^wHqx7M2?}L<2uTG1#ZXWxT2{4+><2Cii2+1hlc}h!PI*?G
zA31<_Iqd>O>;z*cx9Vq#tkgY9^HntNyH8P0>u)goE-k0od8Gxk>rNp_S{-d^Lx@@w
zm8ED3Oca7G`msM521dZ-?qe9lNFBCwJ9#HNeaX%u43RN1F~?(#I#Yg^zY7DFd0Rnq
z9ia6q>o?TDtQWa^QR+XM6`aj~m3mz0-3t9?ozd0@tlE9WQ#kcCL)uGD>Gj_0Y8;}a
zU1jF}tEKL-Y#~)w7f2_L8_+zj=4UnTl~ztya_e04Cig*ath?6Pv<{TNYYV+4rr%3Z
zaJbznZMt@X<66zO-$O}PSzTV^B9@Akho7l+wwqeUgiih@b_2|3Y3&<l_xh{lCpCEu
z=yTCOr{7o}g}po8H7~1rJ2sQho}qb*s5JioGqpyJyjz~OP*C#@&!crSEiuY^gLBrk
zG%2}_A85L2{U=C^EiSXUwM%!=S50BpaY^LhGLn+mUKoYBH1efnCD=nUxO+1T3wb`2
zv=-AVF6#Edakkc?^2ey9ESS}89pNQwpdPY`J4zzJfHNcj2?WxcsUIyjn?2)B-7D-`
zg41%bUhP#bQQa)}iVCY`*4<Xhx?ZKOpss0}s!EpDA;u~iZNw<T(I$Atl5rRq?VL|&
z{$2Za1a1!=(R0hw$E6Kb=qFP8%dh6!cJEvo^O==8t5^Dbdr@1d9-y^rt$j}Ib=J?M
zD^kX$s;9SG>Z|X!yNx>Qt+x7YQKwj{q_70gIeYPDWR2i=gAv{*B$$}}fRcFRaNI?_
zMW>d8I@;x?T$6n+w5EroG7w!Xm4A(wC1bjIB%#ELq?!{LEd?YC5I|5h85;m;V4*^2
zPqg3AANWXl{yhPY!;PC?EvY#Wy<7dPs=nLw?dspm+nWCXw+EQXvR-f0TA__Oe6qEx
zQBQMeSDhbQd}S8<O#^qN+wAtbS~d7=`V+4FMEyv&>FV9g`)?^-{>0yP%lf9}rE7JF
zRR)~7>H15JzJ|v~c(5X(;;Jjd)%2pa^=zVa+t*0#Yc5o>;Obu{xjD?AP+ZW_oS5YX
znsZolE0{N7W6~OFyOoy8tF6$})K!{ub<|fYJ&J+0>1nDTcCPDlp`u~7R^!zOOcUrw
zr2ha=-1htxy=wCkznMIRv|TyLr1Tx%m0GWsn%et7!gTo7OVK*gj{9oV+F=@=f!Av6
z*6US8vh854ev0v@wFAbU=JmF{#8h$EgI<Rvi%NEP(IxTe#-_1GWzxB1y!6}4Lrb4=
znSxTJEzpE5=MmhMfP!|25t=<>+MOybB!m+}KuDno6uobdsmn{pp8VzI#djw8!OdP!
z-78JT>B_!j>z-TOZU)<3XZq^>52@~&Ub3v(E=Wbn)M~0NYk&B4auHoc*YveXOU*b1
z$0s?v%#Tl8&d}WG<z4QhNplB8+`qIMKT!P*C129ibXMA)sA`(!OI1T#PV;VDE$;QQ
z;zGWqw3g}_mid#G9O2NH&s>^M)E_nN3|RShUFu$+o%-WUQ8{tDQc!8%_d{PWuKHe)
zVQgM5^udI=WN9rwPj|VnpoS`GYw8=QZ|E~qYwt>)zkeRzNcFsyqtJZO^#1@+%dhO!
z>r1iAJEgBrsOe21&Mi-PXH)6>W|pFIxo%wUjny%CyE9#GVl8cII{FPUMuA7AiDK@^
zHdvj)-J6ye4E`aA&1|R9LgeMrU664hrLtX{1;CW4#G_ykl(-EALISRp?4I$opabiA
z#CpQO`o6A}29f5kq;JMEU;1(8XR6+Ja~G8QZ`2nzeOcIS+J9B*y-9MW(~N1fSuNKJ
z5nWAT77a_MH7zauR~knzx^nAeqM&g)V$V-YT-_CY+KpVL>O=8bw0i#l<yWOIN?Na#
z77j|&X|8)|{b9|{dQj?ZGiI-=vDMUGZFlo)ENQJfYtr;Iwp~$h)EbiUb*sD8>Rm&n
zH0}1KmTS#hFLnp<@8n<M!^;g$y%Xs}mp3gL>h9OfO*2u={Vk(f)D3dVgF$LNH?D5a
z)qf7Ftf|v9nyTY@sL*w(XGf*0b+XS`steUEvixf38~MTh%6%7E)K{Brh_)egrE9p{
z)TI=3gwWB2rASawSGZ~tlyogBA;hU8kHPTF2Oefqw37Hl)*CjovgE3!3#>TEVoXWO
zxXTU9Dp^vfmQsBfAqi#VggT^cgs5cV+-#PL!oaeC0M@Dmf=%{`&gDY)r77<RslQiM
zKZh5pPEFgr3wqYO`o86FDKyp2<ziO7)|QTH=?yJ>)D(J`L~2bnZLQM`+w{ZCs?A$-
zthYaEL-x?CowoDzwY3z~R~oL9ddB=xJzf4G6qMRqpLeEjyu7gA?OK~oa_>f3Xf)2B
z)A!3ovhQM~)DFK(Zmg=fUX7yrdZlvfdVZmn4a%_;RFpQ)YTC!1$hv7uV{MuXEBAWv
zI+a&?sUJk!p&&yx>Q>n`EOmQ|2CZ$lu%v%>(t#XuMT0?lf#yzz)>`*O^7CI^`CZGl
z6#lr?nm<V0k)SklY*0B?DYYi0w^0i%wyAdZ>T7B3_dAfUs-|wLsfHbGr`$&|ErMZE
zK8ZItiD|4tRkX02UU7+3O)YA1L@&Hb8*L9b<EsfRgsnxz07+W5wAAa01u5D}3bu=B
zCuYGri8dSZu(d7Pze0Yjb$8+O&F8uC%e$tUw(DB0E2y*$-%M+ZTl%u!Q>JwdU7qHZ
zp%yxuT~l>z*4ZspD7aIpNFK#iBaI<1yoURQ=!2Nwg}*U*o9e%q{{V>%b!MQ|oZhRV
z)f~U6vFXi0Xti6lzNFNevs7~m@oi$wO-FCE-HmhFIjugOQuEqYvXy$8pHw2|&1=10
zRPy`MU#L!N@@tshpm}x6Yp$&2A1GCD9M9HN6;{S5G)gV@x=YipUK_aAQB=B@ZPl$*
zFq>mF?zz&ol-geQn{%!wAfFSAW6s#~=l291Nvt;w#Eu{seNwaTrdm>Re+-yQIFlk(
z)XcKNogLw1`qx663R^Ckda6o<N|ud{pb9Efl&n<;Xatf0p&$-4s5h*Ab^a87rZo1a
z{6GCf`XqBy)?EEb^QP;~ihfGyy&+iDT?HjQK8Uk6+gf#6UXM~~y%$wUbGKY?mTJoF
zD^4{%>DAVzqW5T}Wp<C4A5a{h=Qklan|b9&KJ0hxG0fd3No7U%PU<SRYpxbV-t4yh
zO>Loeq`6f};9aWsL0k>Ks;Y#hu`V-E>Q+>H8R!#~-oEeL%pCFb1EclL>zSO8sQx1M
zrO?#+X60F>)qS>Ht$x*Qn^mdnMf#HcX@2i*ddFF6ywcq%9IT?Lx4he-wd%gJ?q0Sk
zdEs#8SFKGy%^f?=opPnz-o0}>msOm%xN3$hzTJh2`*xnH(^_KQEwmIgcI$n%p5J7m
zprWz0WoCkop4hu`RmS0xOyS+5#e}r(9^*KYQ#m&%W<s$xF(48W8kI^y8j)0x4pD0_
zDbu!)8WEd{QkrZOtJFIwP#&U@L9S&%TYyatrad?OHU9t^UsAl9vT`%f-5U92Nyyvg
zr@3eg&Hn&aC-@c8$7JSRZQhci`%9|mjWhPkhLyPAX>XRd9s0p>e$?He?u6X_rjM9^
z5YAF_@9^*ChOy<RqU~YK&SCl)=l+hZzw?_}-?TeAlSk8B^%AI)M`6@@`r~e@rnYJu
zg$|*nb*nwbuG@dOzwS8gsr5Hh%O5!Qy;}7(+LGgSp|jmXb@a85s<O*PP_=tCEIi@%
z**5c3l?FmhGu0?*){Bg#%5d|JarcGH9Zj!46fePHZhC&uI#$zn)OJerJIJjht7Rsj
zs;|)e!M58i)|)$a>YLTIl-*pTylN`fD^;YQe!8;HS8=Yf(^BdSZP$VALK(pEd>0XJ
zR#aiQmLS}wFo~45B+KRXOiE8Zw3R4KOD%IROSm>0LxA^-8%T|ImbcqlRJD~hkHH+s
zNB|boN>L`(+-LzY@FGYae9i}a7{q<QZMe9jZkhVpN_xt#p`(7KhN`PQhbm1SD~}})
z)qOieIaBoQ6}{}XQsccI+7D8bA9fmp($C>N%N{^-OVO{Z9SO_sO!K=`S}iKp+|In(
zsySz>bhe_ji&mxAR~tt<wT+t7ZMSIK=9+(0GVMjK@l&GRX5aii>u!4ELX$z$%`x~+
zeji-0(*CnK{mrTsYmY`&y**;C^v%wuIi-7j+g<&aD}A~P(liC;mgZ`;4f9axZ4!p{
zZL)@n_$%yHwmUsFeQTF%M)9AN967`~UBj_v72gJ=fMKPaNh_LeQKiTgI)psqi&~sR
z0GAZgF0Bb(%?<`tY0XG96;(+a6i87E)gS;8O{i1_W6BR%euI4>^6Q&EjrmpR&(xK7
zs9SHST9)jZ=a|o3w6)TUN@@*FsdV+DOH~^sih|OeGiaf*UDtoO*!3lQmuiNs*Ow}9
z_R3-rW%_64XW=K#`(NSa@8SK*+Xo`GoykoxUrXv^Q@C`_rAisrjb3Ur)oz+=Pu#BT
z+*N5SMZZzf>dM<`rDymhU6zd{7ZrTW@;mT3{6cx9e9>Bx>&nXBN^<)D0ITdi{{S$r
zH43aolhStti^}<dVzt_CRkv+HXSG`!_w3(GcWSclUTsv(+*w7zyRtp@<R_*-#9z_}
z;v1lBR^L)Q*!9=ReHF{QmaXRwfuPsAe#dp9wchm3p{3D!U3RWza{`x0r&zzLtrlHF
zW2DuWeI;qEvpZ&fmsC)_TUmJ1y=S!ZMGaxn@|~`bot(i@H;Snf?S(3Ga#7y;Si3hW
zrsUamu<xTcF6*r@;ZtQzs-l{#pw((q3rbwsY*Mxa0DV;rq762x2GG#j`u_moZRl6=
z8strzm|lbZO7e!=q`f2a=H1S{EzG@BrSIBa{{Vl~Hg08d?&qOf)H+vL*=qF#CX^Jk
z6nA@_y4R@f^m>Z0n_WHQPHF0+M^CDLcYhb3LHY~u`1M@>048}|t}C_QFRS!@mr>a3
zulFl;&sW;295oadTQ0A9&1|(=KaDY2N?&v6C}^2=s+OM?%TgUh3qNvxh5dMQXVwR*
z&sX{ygGp8CA5Y$$Yjoy@wY{zMy~j>-Aza6}Ro<%ZHszXjzkyU)s_1D}`1WpBo23;k
zqQ_fQ)eW;&+isVyF@F^=z`vGU*X8d#y=3x2<;{!VI`vI!+`@N3*3neIPQ!H<Mb=hn
z%_E?yEw&r|l~2%A23XVAN_vXwYs3``Jrz}J*4?fF+E=A}PVvSP-X7%iteex!$Tznr
z^xV@-Eth7JsfQNJ?Y8(@-X&@*fRd2XNJin=WH~GZx>VwjO1s4<1tkcgR)nNeXax$3
z140e29}7VIV0M83?VNWRf;Y}g@pVA^6xFnKHFSxtq++U_>Y5cix^&i4wDWE~N~h3;
zEtJ$Ym9$+#6sE$$(iBq%>kmbGD)i^*`|z&i*RGCiat^ki)_*FswWm|oa?f7ZYaJ<Z
z)oj!A8mmaNX}a5~?iTuceURw|J+Gg;TSZH?BFOfgO?|UhR6lRB_-FW&`r5F1_2=!A
zoZ4rS`d^WDyDuzs{{Sx0q%^ZsNp898CZW~0=d~5quHQ#*rnp@z6{-_%`msSsw(T~n
zRRY^|(EU|MrQz7|#b+IAPDRzoF!bc4&L*juWVV^9QrJovWv3i*=ATOTn|u@{G$4(t
z#~ikMq@=BBDpF9ipngiN>mS8ZX+<Q8?;HC$>mQq5i}X4<DE|QAdCbmh@{X5XQduA8
z^@887`MGPie{3ybR)tpFwC(=$Lq%Og9CqPzWt37=+MQzaS4(E3wOQUaY7P_pM)?Kk
zr;!WfBOZ_W-uF3cb$*As-Feo-x~j>j(V+F^A+Rvkn53n&+HI9qS~LglY83aHtJQP$
z%-1OwV@%sLG#+KooXUWWpv?ZF2%Y2kXT!jb(U=l^exnDxXK+UwiA)&Dxg@5sEJ4J|
z`cHl)9Bt=u9{Dt9)88l#yXawGfHg@-04l=xsmg@{gn~j!c1FlW2(HMrDn&@4t!fC)
zB``Y-9fW}*2*wE!_W(x2jQ*9=H_dIStQtE^P%i7KHC5`@r!@7gr6ISjm&?^_HtSWn
zmmX7WHtltL^z^N|`>fM8x6-<YnPDzGjd#b-j1%HcAROX+0k<5V%PX$F<=(o{JjBrt
zF2k)feyFr+JqdLwD!JSBotC<qzf9b$lpva_o8_kRiW{YwBAv#+iBi$2XnDWxoaL9d
z-MCuV?^1<#VakMU?2V1HLQ;*PLO>(}NWOY$rA2bB_zH};oW1sr@cQPu{v@2H(>$>B
zuj{018y=j{3Z>LMq0pMS8WQhnw9sj$E?Px3dP?u4RdKc6H0f%lrr5Qn=XJGKrjndf
zxZ`Xdtna2@NIty(02d0)RCIQ`PcmHO2Ar^4O8L9YORXgaowVvFZhyh78f3picDLG1
zak18#dN-42rmSY#;ih(>i#>1f{{Tfl8P8AGTSun9NnW!#@6P>i&QDT2^R-!R7fl_n
zw5=A3rPJ0yrX1C}w&|y=8eWNueI}pNy0YzIvC`AOb)mF5Z`IbftU7t-u4}8Y{Q78K
zd-I=_r&1nN^H-Q$t8Z7?Dm2ckXO?=)QD{1SO{VJB`sy_PpleH9ZDRdpc+|dEZM%JC
zD#L{;X;6{JQ^Fm06u=QPg(nD<#M1P`VqvU3<l)UtqG&Zfsdg5oW=n5uI)dkTl{)Au
zUeyX?U1MS0mF=kqWbBoKy^;Y)CgRqh0>ZS`G<90&=@J~dT$@6rF-bsyS5`+*3l4QD
zrYRNDphvp0ypUOx^znN^som4n)K@Jk)0S(UwyKi4g7_+2UFMFuf~mT?I{GT6%Sg7?
zF;Lr2H0>K`eTP~@jZ_7pE^(?AXTg&oe~!dp0oeVA9joULqEA#jf#laHy+Lz#m6cjQ
zll=B#nyZx>#obY%?(J&YO8Y8x4YIMDHlNhDZ9{6KyI59>&7P|JXtmQ_?T)owY<8}h
z#@ttFc4A$nFw5`Dw&c>3)Vof&gf3;opt!b}LX->34W&y`TMHoot7l~-#*V_Nv;iPc
zk^!KtDN+Rm%>k_rm$Z5Z>f`aW=clW$M;xW}sjKwe($9b8<N9UoSI)X#W?yP`7c}0|
z`f{4XNnNTm`YhB8rt5U5Rp#w~xVwJ2e-*8-q*`g{ousdN@#Oxy<;OU=PjR%=^EW_q
zFP7I`OGw@R$o{<2nx9Bl>KlD^Ee+Y5&8>Qdg5ObhqO7C3TW(0WQksS;scuv?iFs_+
zFypm3C7|^`G<m<vPF`r2tQ7jYSnF*$Vbf1)tC}pjX}i^R&4%sY$8QdlGi$U8uW#$_
z4>;2ll*QNIeTG|GsQNVgQhg)-HGZHp)`hC|Gs><{YV9Y;{VjaE*|irWE>^k=b*kL+
zmMcw7s_gap_eD{2zFd}?FX1+-S~qSLs-mb(DpvdS%vW`#OyPZ+ox||CUz)J#S@q6L
z%%*D)QxgHlHcM-iY4EW4TjaK;yVj7>c2def^#-*T`c$=di&6p-k`f4~sxC%bDHXj+
zu1Oan%SU>7^riTW`Xuzj>1)wtzmd9k*T#~!=&fh!4^iqKT;25kpwwD=uTI~sTIt%J
zY*E{vx7XEKE_Q7(d9SimHF3FAKT}Qo3EN8Un!osu&F?X^g=a2x-niw>)Y4U5^cJ$z
z`ZnobMrs2!mHKA$TV$<roGs-y^sA|%dCG6@km+ejE6D(IrB$2NSEL*Mp419!ot~XF
zCZ)F0U$m~Jwbp9xT3v5;wjWFMcRL26v{YK3xKcAx8meXL3ilAxhL)^HT{EYz_ZywU
z@o=rXU8}1ums^!xMSaHSajJf{;c%|1eN`28wY8N?cBZPXsrMXuqM`Mz_uX3Eb;Ycy
zM}31xKO*GWZxZzEE@j0`N~Ohz-)d#|mgLYANupOO6hbB0*(ziOBfL=A0~MXHnzj(I
z0!bdKXaYiQm^swe^`P~$ZmNmHOqN@yr$_-cPCWW5!jz|!edb$gmYGeq+XV?MtyKlb
z5VfV$C23`^pnX&RPro!(%x+HdyOe&X`76y`QO(U0d*%~MMIHYDOVDZUEo-*Y*HPRm
zQ&uilI@I3Xa;1tE*ta(I5u<Qw1}u)$T2Xk=*Z3q{S^Pb!y?QUzXD%OYo=IEz+Kx}#
zG~*X**tb7ow%x8;V!u<{_2cxm?L}y*)Y>xLRYI#9@6o%d8)o*!j_}1Ln&;!Lgy&B-
zxnXd2?aS_BYV9R*deYsE%F8wGx|Q$YEWF)AR_4fbhH05~r29>@5Ew~yrpg+5<hizT
zdF*q&UuN;97*-tg+??tk!_@N*O_tjYrE7gHI+V(<X~JbmL*+pVT>*@OQq=>^k`+Re
zv@9*OMK->d5Gh*PF`U5AS8iQv&3Vh~wSAht?aR$cebTqun{8snx$CZ;yFFyOBGjv`
zJ+8jJwyqS<Hj>>6TyeISQihdClIf|Vd0oujV<P0fUvleQ>$F*!YNGITW|F^Zfofs@
z0C+O}%lIV)chIo$rl}0ORqZz6r+gu5EjSb3ySJ-vOSeD6nyb@QM<Xv6KUWuCWL9hY
z=c&t$qf4f`?A7O6TeSt^%Xrj6^H;3z{Z@NzJq0a&*$(v7{Yt6nC<Vsg?M8{{NAWB5
zC-`<(^FF`R<GLxs&6_Qz&8jH%-Hz+1t&O>-nbd9R+ugE)hfvumo4#18bw$GAZ>q0u
z;Y?~0-6d@mWumI-ZMg6KFBDvi+NJR1`h2v(mzQdB^vf|mmX^pfiE)%XrWtt(acrS&
z_kl<VT0&0H!({<!1yo4@osdaMx2yP|s9K~NUb)h}1W;NOQnabHCM63=NghcG0Kfzo
zAV}@85t!}s1QJf$gYklL3CZwoYOCui*4nCHaqz$?VYd%kY#~mm)i%pTKFe*X*Bo(e
zp|rNQ7UIeZmU^Iyl>5qg+In~Tx{8`oRZh&90HqXeQUnyhARwVKNhv3OXZ8{`%h^&#
z3*1Hmx$>|y)KkKh7pN3BiaTH*kpf2Ma4-nS0PQ(2a2O_W0wBS`^EjC&BW~o4xT=R(
zhs&%wRJ8v9#r>z!+ifqb5?xD-KDXLSeMkrnvaq6smsQfFsSjYa)LnPpk^R_VKHN&W
zzrOeS!3iUzdn6f9l=O8fSA8pBc#}>U(_Do>*4F%pIvmLYx>EMe)jGvF%#wV`GIkIQ
zjo=abcQAO{G#;|M^6Ok^-e6b}M&<KD>b*UzY|Y$Ra-!b5wwSz9UahIFVV78S`bAbz
zGAfyFp@q7^T2k{xL1R`@1f(|eP8A-KP+UL+o{`qK+hrgUf0&XI5~8Ak6Iz~zy1JxM
z(9*wMR6$ZH=v!55t4dH-vV>CyO2QGB3TLDP)&vloR*<wQ3jm=*VM#X%N`M3#oWUc<
zJz`$ewJ2_X*%#Cb+;EQEdfWB6&L3Z#;kWa{o)-NDZq}Cl1E#rng!1=IJ*Dk6R*fw6
z(yp52ai^=g-m7cx*9zO+#;)OUs<^m>A<A1_uA13mwpy)pT|bjM_5kg^!}`d?83Pf*
zAxTk6l4T|o2!aSC5TwL~1x$>`a8DZzhe}_y8rA$ViE5`om+PPY;(>&KderSpkb?s%
zLw@7kIp`;iDOqWGId)|w8AQCZ4W+hOYyjI$rkf~AMnZ(s#KA<8RHIU8Ni;V!zcWmz
zExtAUZID3R#y9hUwm{r%jk7jwJ9^YL0-n)sez9PH<B3R3I}#>dsdJ^4Mn+cRNrTXm
zqn*^#XiX#k0F$pBX?#ci!O|<(u+q9G^1V_4RbNVmLIa3d{H{~Bqaz7;<_4m=u&Nf_
zV$p0Q#kS7EXlcq9{$q=12VO}?0HJP{&VMFxxfH#9nVx&O-z{>5?@aA|svR$V_T9Ud
z!~73L=`YQxZa>;f!+9198>CRO;Qs*2cMFf@Ka_wRZLrgbBc!tGPv*m3xr2MT)BgYt
zpiMrXvZNHXYqO-%HSM0yzJP~cD$ltk46pf%Jx7fObFujHB*t->COeREzW^dncr!jp
z`+*&$UlD?M#<>j!mL%nD>$^IOn$pC|Zy?xKlr#fpO51j3zSx;KJ<f7|GCb@KNd%Gv
zkas==_s%@$U_{TxVCT7r_#2!^+Z*F)?GYqk#sZKhBy4*b8T})9kUMt-aQE7$epNaF
z%XWkt+EC?jO)vPjs3w&;013I@69?`wk~ba+?=z4A%#$O7&gOe(^xv`X7#k51cz~IJ
zciZQDm>X_D`5TT2`|L6^=O<zI2O#DNCx*WJ+O<tSG_J94<7;RtQ=YdqBxi3EQfKcZ
zZ{|#92?Bp(iH;OvK%L|F5!*Nd4t5*&h*WPNc>VU<VbhP2W4{Vx_K6aEoNfrjLB`$S
zKz`cSJ8!KmdTU$U7?eA=Smb_<j$G(!E^;Cy2oW1hd}4EqXMeO91B=G%t654C&0SMT
zY^b(|>K$x1?qOvC3jrN@>gkTHjFZKW-+iR-xDh!MI0v>f*fH3_nTQZU&Oq!xrrVs8
zYj3{VYrq=ikS3Ifch<MopX%18)y|Z)1$=Vpz1Iby#|<@0h)Yd{*ITXC$|-806)6fe
zw6z^a+(1i(T}pYSJxu9xo#&cbMaG>dT3xf+>RnTBH}AM^Y^??4vW8tlbXOWmUviYR
zwK5Glnp)~!HEq=;ETx=5Be;@8M){ue=VKX6Kt1?m&L%g4civ~n{{Y57$;9F~UZT|(
z_lw`g-32nS<HQY|w~k!xrSNit>B>z#VXFZ!_t!J@@&O7an9zHQAIbpwwDdxxp0U!4
zbUxqYsi^nMiAqrA8);+OBm2h|`*m)(l^}$}XryzkGJ4QJLaa%jG2~8s&Lg*J0BlGA
zaL#tx1ZN|2JNA(zp5*rgHT(H-*GmkJ_-mf(*Gd%ojcsB8t!WumTia2kMK#jdQuRx!
zXtI|oXvIEK5ba$}(w5&s%T5&-a8;=&2vVv&l$4c3TC3KVl+!KLhB^zTlA@Zkp(_d?
zlv6zFl%L9EpeZN<7XWdL{kAf22?Kx1d+)gIykmeU04IE(o#s9yo%SGp(@N7(U}|)|
zb?3U3hF}4D@TnPRm4=6Pxm~+SR>FGUq^V^ce$iX3xY|9$j-t_0(v*jKa#6SjW2cL3
z6S>@iGr66B>^%1Eh>N;Qox+Fz03_?HXyldu0L5xwWAi9<l6{q<^K>4W+@!(YIJsiy
zb9Gd7?S|`C(}(F<sGy{|EUj*#-hhglYJ%`_)Q+ZBmm63rZB41QtqKkI-I&OMzmUkA
z_<#iGkg(t~(^^n*-x$dU8}9(0x!90C+vjiyJZ0?`OO55_HAK+%nH^O%wF(VUQM3S;
zD(VyiZ6pICPg;N>2vN!0mqTN-vfKK?j*WLjv+cEEv^e!GX(b8>cJ3)w)g=Rg!i5wd
zhum+e3Z?|5Xvf?&U8?6yE$Xt>TJ30BUT%)hc5RkW>R1f>&o=$B;a0A+2h^1*g*f4I
z9zkEY-LN_MaWw13u&&@~%DRlSISliy^oxJ2)7DB--Mx?Fcb8g+E;X$!svBdA04+A^
zcB&86RI@!Ou6&k~;4afNpc{9MUbecf;ZVAo+J|at7yQn;vZDj}P>ck&+EO}D(`iau
zNC62-K#SDV*j<n=mkM>M^@NIxQ%+N&m)a^0yHQPZTk3qh45_B5N(+DA`=HG@m++cp
zw>0<rElZ#&Ur*O_q;Q0!84p}-lvI+UdJ><i>gtkG5IVSSuME#4t?kOB=ST}@!pAyV
z_vK1zE0kg67?V3k`Q5)k<1jqpas^2_?U<a#_>g=PxHH@cIYd~ljvzTtPSs~yjJ6uL
z*3jH)OO+voGJ{D&QvFa<pHkaN1(`JodX$f-rm1b36?WT=3v9VtZ?2+lrKCE;l{Bxg
ziiVv9O}fh6LIbFADN$|26(K<-K#(VidJ9)8?#oN%d(_-lEQcU7J_m5p<1P24^B`Hz
ze)1sve*QKy`gY+-+dr>}%)yKT1W7sZl1yST5Ic7pcEI@u!NK82&yU}4jrQ$1nb<&W
zovm$u6mv8njIZSoTX&UfamOoi%yN)9!GW|HneK3Q&O5;#cqHJ=$H@`;d5FLOZ4tK=
z!5K3nXxxzi1O9_CKL;E$B4@teG6!#njDr*3z1)1OnXb)EwV>!lrAXsW10Z;vZ*Dv3
zIUW1vXA=MsGyJE|liFi|6FsvN-b|`Ij^k;PKHNZUzTXgIJ5OR`;sjz3263?RW^o7a
z7?KR&?K|)k$PEGTu+-Zjt!<W7maeBO(z<{u54(K?R0cuG-gZ4FzmiP(Gxv?6Ndsbb
z89R-R`+{+v-bQ#Q>|+@_XKwMG_Me@&Q;;G&2*BDg+<*kZ{{Tq=;k=CLK$~;peIaf%
z1XNg9(=4iYoor%r*pb{x-#L%D@$!7|Oq2eBzjHouGCYi9h|Wx87$N`zGI20-2etw2
zo)q^OBYDo-cJn`&91%MJN|n?KTa{_0h^+|UeBn#@13)){x|HyV{D~Ozv4TjSord2h
zII7d`uvE4lb)~5)LX^{vHnkyXg(SfWC{V#0D`-3MK#~R`etT|nyyLg}I8r09m^m@O
zbBLLa{{U%@72mv4hkZ1zLc8gFjfo8n27Gj;n&*(?!k0`{E}3d^w6LWuw^~rBrlzVy
zJcTy32CABMq`DHKT6riBQ@9fA4mR=<w91;HrUT)0RMlnHx*IhrtVyR>S{Ls#^p$kU
zQ>7^_MM7U^p=5?boem<?{0w%^CVOWD<IL@Y!7(}R6B|x^A2U0V@?(ZnxxYJ`Zx-FA
zbQj8jl{2r!H07DO5m^dm74A0T;0~W{)V2ZGm4e%yUz#uq3<Et<Bb0OxEuGZ}UEc3d
zZF+i?sZLa^2HdMlMEl8M=Xx7yrus;Bp+R8*Bm{MIk#(Z^Zq-E^bw;qLO{Yz;l+>k{
z)LDMLkp(JQ5T+?zFdOL~QBsl;!cr86Rd385W1T>T>^1}&ZkVD8X$-WVVOIdq>1evr
z0QRXH0DV0fk$~gCuiHa83jj}m-=)pSp|y3tFyIaK)_{>g=a~R!QNA{Pd9Lj3SlZH>
z7P*=WZ8Dsutu)M3wyL%pLLs_(#I~T~Dwd_1hm@l2S4mTkrM0aua8oqSyvy|su9za3
z0d5DYX&8B6t+xLFxTbyf>MGUL;FMCb^21?n6nkyBq*_ikF`vKMd+bIGgWhEDP6*mN
znJ0K1#F7Rhe*KREYn=$F7O)f`0h!msK1EEa)y8x+)L3Pu>lK4emeleZS!pFHTY)Mq
zrA9w0mH|wvN98#rff>v*ncSX}l1cl0yTQ%@;sD5v!0$6N+a58${*8&^sHl83><8Tp
zsHJLS++VavQ7I+9ppu}a7$is}kp%GpuaNW4GJWE?7*e_CY{8{1OuPnK=afV9N$unk
zo&Nw#9{xz%w*-;?K6iun%m7YuObHXkz^r)DiY}U8U^=Jz#T^i<>QG22HR7M^l+frM
zEGnR~gVa*cQkG33>I+FoWw4~FN;MMcb!k?56br?klo9!TwotPKtx6Nb6}72Ld#z$l
znvr5E3@==_0xL>_02c=J`}f3m00}a!=K?{=$pDoQPkf!Yay($|l0FW5VlY6*j`C8O
zEuba0Qt&^W)jWl?q>umzWh|v=JIa*u<QV7>NvP^5(#r~A`j;vcf@+#}m8Mx`WlI4p
zK8o6f)S#g)sHw_oQWmAQ5K_`syU)gk)who>9O8`ptDWjoTh}|^>&l16<}>m$;F!iw
zbAU-3iQp&VXSx3XOl)_Li4sH}D!S8cBAsZer>IlS6}Zzvr7lt|IJA2e1?qMhTdGP@
z>VB2VmVKuXl|CNpZ3Fb~)1if}bmUZ^y4Yr}mZ51%99vNPbniOlGlgxE8L3N8DYYT=
zptR#|C@)IVy6`sV%v@I4<{DgQT6h6YBf^!okqOw0gZdnIBz&2Yd(3y?NY8_f;70NX
zkrRQEdu(geQdUuh6;n%9Oe&f$(;Ai?WIoDPw!P*HiAr8*Ew>vkBdGytD3GM63tju{
z5123x)7YOK{{T_LnD$q8>iF`mktyYC(u92+hKG)~&MI|I$8F%ii4op5J09^cCxs{U
z8-oOx9rqaSe0ed%cJDvxJLJ!3810Nf00f`BL6SGv{l;QU#>NSb0Pvv8cIsQko)D$D
zZsTeaYAkC`11(HSFi&g|jk7R2c^@YRF(i>Ad<glDz~IMmwst;ZqrZG_BYxY#_yFcV
z&V#^W4DBL30#Cw0_>ZvZCU|-HQiCgBPrq747ooOe*|SS<xX@hC+*V#>z?dM9iTw%2
z(yYw)AU^_k21X__aDE9V=WZ0{cPDv)9i$i;C%^f*osS3;h$MnL#6h2&0%A=60I!Sp
zZykJffEA{>XG&-(O;0*h4ReXeB0-tKI6DEIj?q0c`$3LQ<^8UXg}Tjmd{6!oH1dM2
z%&tfATkwY{=^8(msSK;7=VXD_5FtP;4J%F9Yqd4zip@YjzN>Tdx}c(pYIMS?DxHCb
z*=#9lk_w1Q5_;5;#?`OycK2#2bj^pQI(to{=&9C_ll)4#1;JHvbzpyZryg<O(upY{
zPB@4U6ox=<%i*VlEl>ua1H9ImWH$`A)N2}*^7&t=E_HWXi|clxsplO0%2JTaYg(3;
z89~ErwbTL-kdXwaiBgHOYPz<cqu8vgWFmS4H4Zn>6iG4dtaOC}dWI%W`5anI#z>6z
zG4{yD*zNntA~B4O{=^^C^b?#(B(nE)pIN{PQoz*Gl;mq)+9_Qk@fEcQTaHUkt>lC)
zRdnoCssMmex~82|YDoN{Xen5L0-_?Ru1l3KRaDVYRJi$C)X%cI8fM&eD+Nr`T3oj>
zz->+k8)>8^gekNm*(~+6ym2v|{{TRCGq}kk&w2YE3=%$O3C1^^?nY!75D4Fg)%A6k
zltKWZ%Gw*&iKd)u=4)z3O`3~oe7RX~e6Ujii*<RVAjvWwuco^wh*D$}e=0wkWbsL6
zg~xiE6?Dw|Xap^7R;_QO0OEm4C=!;IzNNO<O4Qm)TPt{lImL{VIo!s;_x(@UXK#t&
zm1D5@+-D|p-|Rs048;AFwX)RodD18b#`+EWsY-$~twunKSkf<BVwu;&Lb1AL{k5pn
zRx<h%?j<E&&_xS(2YQ@@r4D<20ZRVxw18GBH*Yl`m5Rz0s!38^s&0rvP_?N+cNEez
zaM?&oTq;u3+h|IZ;u5TO<K|A^t_%|sFaY0qJO*d=`63{RJ+e2B!0ixhO+_tz+^?0h
z29>5@XBj8$m6Yy=NT+?m3W{yjv{xWR13h-?ilhQ0brPWl60G1tw%u{JIF@cS6_)o;
zTsK=v{WG84xTc(j-a-~jPN8kAbpA(Bq!?02;>0L#k`6vUUc}^>7>>gnRHvwVmFC~3
zdD>^$T3l`RTw6~zw80B)#1y#N$N8ls5i$rd#IFigpAT;B@EUNT&<pJGw&G}O5bOyX
z5_8;*v(!)YJ7XL%1}AbqVV|GSk)JW!AiK@g;LC5^D{7jj0W2|E^6P2ZNC^Q6rK&Ge
z`%u$hH|_L)bcqn!I!CUL)TkHOw<#$~QPRb--9QwSG=wCnR_b~+sbnE5Tb*IYSJvaI
zTHSQ6+piC1RnvT1(tz$fMQLHeq-$z;n+X^nxW*)doX$!A09R-Uk%PB!1WpEXCI;L6
zi9B7@)l*a~DHhsFG<(Z%qK(?}Lu+4BSVF7oD~Ll$P(w>tao7njIP&_6<l~l=KxUS`
zlhQht<-(qz1$8;pw6=?FFH%AaeJvM3Dnp;%guIZ%w>nc!M_cYU^R!I(fx|uqmEB9)
zf-Gi6BuE6nkWSlza5j+}jg0Xksr@h{5%$ULxbA<X<SH7p2FawjTwHtIZ3s<Wrk<IC
z$y0&XTy~!CT<RQb22_@jOzKu#c_HL`NHq$of|i}Nt*h0py-8AAOEj(C662}&s+#vu
zYppbG2GELjsuUb`w+mI&sY_+_R<lMHI&!X70+iRCsp9}EnahQD3USO+cI(GsEMNG8
zvv>ah!d1Kf09_g2;n=}Vmd=wBn_avfl_g1$NXRgxl9dVBNhKs?5)ANh%cJNg{gnHJ
zezSIa{DFc002AS#@=Qk!Ul0BkuK5Ii6R*Ml0O+TC?-C5hah>?ZOhA$jB<J+~03t_t
z#?!|p)!Z}{U2V#W_hGqO>lv)Mpx&%^2OdpTLR>?1>#es}rlGcyx0!yTt#oQqoLy3o
z!wfctlHN9}Lb+0!imfYmpw$!%8izmPs`?wVbhPhMvYMK!JyOL(9`frLLkywUsvaq+
zDQQWjeNFLU1f&#@s|ydLGW=6Tb087MKP&r4q5Gr9!32Nbc&G&Af5V^1++RRwct(g1
zf%kzDCJs(cAPL_Ccsvp!V;cjV&th>n{m$5wij`FLG;g_2Sj9yxLn<x3Pf*g>d8MU9
zDGnjjp~NgGbd;?rDI@a^+)&N{j`=@)Op+uB?*}vIjAMs~xbi2?1f77-gWr4@jLWOG
zGZ?_`0p5Sq24DfjIV2|p4+I=%F|qH{h{n+efGZe+e^3PZkbBR9a7JJhB61@*C;tE=
z1NNCYoJ4Gbh?zbHC;r%jk>DBo!{;%P-w;l4W>22^o#TlmDq4aNf~74<LK1|PElXSg
z5}XpX5&~coG9x@856(PC`g@+<cQPPg@QIRfgFXD1-bQ9je$o8AT(w5~sI5>m?HhZ3
z^-Fa%lvHoWzTG;JOHEf$!}ZlEb<kBwMBPnN8%wngGL{&5#_4n*dkQb5NnTw`NO4Xu
zkf0PwT}v&vvXV*?+sX&0rNy9;!VykPz=;tf0|0<zZQdZ~arXi7jLy+G&tQBRJ<M@j
znk1LN`j_AXOzBfp#RR1F7nlgF_Y>Ar2}MI>AtV)rEPG7WG%0D>MFkokr>JrDSItwE
zRVZ3o4bwiu^-kMOJu;hG+V-d#dBXdts(Pic(`=y@(oO~kfg6JalLmh9ND(kMtg32+
zFq)Mx>S^6kLvN|4J(m`l3ql<rHl-#ADN3XSkU#?!9l2IJSp9lkO)X7RjxED)r>C_r
zpK(ED3{qQKrKF}{EF`6hW?Esel!n?!N@C7nK{@%HZg<~pq+q~_*>1Y_dtn!8rUl~5
z)l{^>Eve6SYjUNPE2pU~rOF1X&swLYB!r<S4mgaFL;JsIE8KJ43xI&qeX`si&+eBB
z`ufjDwpxyuSGy!5ic^3xAe@u>nT+|w?*l!MFgK3ldCWjNe}r$s5q77klJXYSGK)z}
zDVn#-!D=!IE2c#oiAV({DFhy*o~5WBktEi--5b;)G^L7%nW$5Xp`&uKD`7670h@!A
z%CDzjrRA5Ysp?y&sZv^UrKeWQ3Tn<yPVhUDGY7#r*ls5x3E>q)1A+h>k^U1H$=_ix
zCx>2eiq5?A-38YiU$)v?N4TXdrKHR@lB4-sOv+LrAej(nihbnvjo=Vwd!E4Kwm=}k
z;u1&tw;-s2znl$#B2Rn(9r3=|*klp<kKb`5$wDO{5OLeiJI-=`{l+ofb!3s;_am^F
z?0>FDY2rR}jBU4IBX2v8B<3)64+0MHh>ZQ_C+GJhArg=ec_2Z?B<2nP!7=tb9xKw-
z)loj(O%+W=ElWyD+Nh>=bnmvHK}wr(wIOIyNF60B1tdr#el3ZKg8<@YBfQD(HUtgg
z2ou7QymlS-1d?asBV#?x<AfuZE!^wZl(eGXbgiP*Hn0L$ZPixlYr8Iq*wi|dR~Q{C
z1l1mr5>f|Dag=LO@^ezQv|qG!$3|RU1OEUDnpWWTRkz+Ck8#UgXnayrg=J0BQq;JS
z{F0;)_Xm=HX@T2dPuf0Cdz^#9oxzinkJcj?%nsyslLj>ds>sn}a==wN6LH{U4TR`6
zPW1Y|bg}UUIknzVF?dSf&>GiHYNpJ4cIuj@tasH&o|N0`9)$@dGV7GZYC`%ODGja8
zJHBYmSEh=M_fOqzt%9V7-=lQWD2W9rtUz5Wm<qxlCNe~4jbJH2%1KE{5J55s0F2Dz
z0|b-jzZ{9DxwEfy(h|iL{-UykB`H<1@6&alQ$rreX0zRKmWp99OydNCA|OJooWha*
z$=V;Pqh5Zo;R-BdLb-|`F>n6>G)EoIV2PRB@BaXiocADZI{^N><Pbgw-?ktf<eX16
zCtC9FRIj5|^7Yyag+qu>@huGdbPn|>B`4amxX`3=N>WRcP~}^Tam9eNww9W2Jy*#K
zec7ifbZ)3`sR=7~*QyfL1zjYSDVl1E%4tHYU1<w(Y$kySVJ)n_^Jp~ds0PZbutMp2
z3Wa$ZdkM5Q!1_R^n5ffHQLeO(y9E=x6C@q{NHN<px&0>`DFm7QNY2?4^E>0tNgQ&$
zZzuINkt(UwPSRUwDbQT3t6>#4Po)7q;#>a!inH|Zyte(f64P}=ggnZYq=g=x9E~eX
z+ks~Hbf^k-C@mT*O)38EX<^b`McSdnrT&K<Y_`LXGL^EIX<TqV)+GubNNn@5w+#J}
zkWe`q^2^UHa?UU$k|zVtPTNORAJgJ8OmQ?J$5fWuZB9C~(1y^Gr71-IRHX<6sYhT0
z&Hw<w<2=>+j*g{u7TrB(WI{fiT-$c~SSU+isI_o$cIt(xNb6E+Ez4||Tt~E92yHNT
zR_YbXTDiMI*)JrsXGJxRpP~AOs+?!(tnATK`zE1^cf(%SwA$FGC_+7kx+Mmu$XDJ+
zx)<H%eyaQ;t9nOKt);&0t?PX|Y^~!_cXpo0!kR*!K`cLadWomWcA54N(<)lssA+6A
zg+4vA1lgz>c9}N~Lu;pL+JAk;Q6jGD>j0)u!qH1kDZZgVkXtp0N)P3A#>j)Nxa*EM
zr(9axb;T7p>eO6X)J&BvWkjfxl1ZF^NtrPx17SV4-|jF6cm_zxo)sDoGg0gS@XvpO
z`kx_Bc`>ntX=YNOe~#SLilNd%s4T5HMvw?91vkaFP_-2RkXDA$0=kx^6e8g28+AG=
z8@K6eBMNm=)m3t?S9<Dp%PDBIgw@x72y#}HRC}tld+2q=ggll48BVJ>p52TI1oqDO
z-1qo9qH_n%(-}GOFmhwGXCQE{>JI_$H9pu=pPBb%8OJpp?P#V#E1acGC%9=-Z)uBS
zSuYS>Qd4efm=drAlhm>j2l9Xh9d51FsmE61jySHRxZ;$z7NSWiQ;H=@Ql?K-l23w9
z6r`T`pOYQC4*vku&jiUk10eSTM*WD9^YZ}kB%H}S`rsnNC-Th1labrLd~clWFb;SQ
z`v83Gd-u=Idl-|BBQR!g4&T0KZGnULBe4Yhk=jRo@O%RXeq`jFNJRR9`~IFjB62^Q
z5Ic+>6oO)7U_X~5F^>NL_|kV1IK)Csf==hj_}dr+k2o+hjtL*6Pk53y0}=8}K{7M4
z5h7z~-?xE1#(pOTJkB2eF#rMbcAc^h^f-y)6O)|eV8Hq8cN=_vEKGp+9kIEY>`C8z
z#{U3w!VvO5LxULe=X2&v42glj3CwJ9zUD?To$x%#97IG+owElL22Nyn0G|iRg(eK*
za!j4hH=f_<G9oxaB`{8N0H5A>%*+XaJNM5Ha%Ldoc!-0X=MrR*jGW9vsK<E_Bt}nc
znHdp)G4sMIftV&d%$?_N8Q-|_4+up2Y;&EWBXADTV8r~u9A+qW1?t*_HAQr*WrmzC
zrj)#=Xno&p=8KA<f83-}{g>ZrR>>u&o<>sY!Nnq;rPkK-RPQaOQdHxpX=-V-f+VeB
zB?w3>KqRRk6%MGBgIP4hqug?$k%TLxj;FoH2~tS_wMrjxB_Mus;t&!~N}!R&1dD=4
z5eT?92Ax#Z&{DdhmnGH#p>U~w;)42V;*^vrV1)fFbT*V2NP~CmY3hKG)xy4kLY1{C
zHS~$8X?0+b<7j?~VboKR(zH0LC9X=)v=V@~aV;7&gemh<;=eIdEc;CYI>Z4`viVH5
zN{W?8v(^%xg%8cdJ=7+88E$>R;v5W}i6fJL9LIGDMb65Z$`L|2L+<-#Git6>WMl48
zgb+e*bKh*U%@Er#MkSQnHb>5qb3)}R*YCH#;d!3#^ZC9%@AvB+jOpclonZ()n+!(_
zGSEk#u#dPi>JG%7z-0mrH|E*Ca%Hw@nYG1J`r!+i9Pt{kRsi`gz!_LA`_+yd(IQ!m
zfES*vK1CZF=U^2=O$1fKt(b)u&hrK?lDIe<yVhe`GVDE%qaYwRksEaY&^*ZcCL_sl
zIxb9T{PK3rt_`&?CxLN}H&xhA{ht}L!G|@&&f;lRwKQ(qXje?OIjn_524IQwX0vM9
z(o%xd50i}e-Gn^D2YIWr9+sk(Xn1@hB{%+2!0z+7@3!>{IxjwT{KxXl)i2o?Wrrd&
zG8P;VSBy191A8o<O3HDeN{|@S$F#bt>fLjnSMMqSSw}}`DR8+whxN~UuKwIisvq?S
zG$TA$HrJt8Qa=0UofKke#mW^pZ3Cl_qu=PHFtl#W#;!xXhHkS*D#%>#u3GKP$ID{~
zIjjq}c8&qAAl0RV^Dz&hr5pZ%zVd{Ic!@|D9+Y-v_PJ)CU7L?pxe&ars-hQRfm*n~
zwuO3eY*()vP5zyt>a*wSArGuT7aL+v7oe{h6fxKhL4G7MsW3i+lxde+a{U}#-nu%O
zOS2h7-%bfM(N#{CyJyA{FKf=il`k!RYLZLI@1a~w#9CD8;<VUTMKFWMku5-x>AcMZ
zoL{mBxOi|F@e-<KIPM{kFuWPqA(2N0%wHORUH_p4wMIsKQ=I$J#oxEWjAH|1_W$O;
z|2L#IoPGcLz2Z009n;s^Go^w_tft)ago^`VTjv|5--|BXJC&&vIImp#<8E2IIq%Es
z6K;VThnr#Ir`cyV1V7L0^R=*NwoWN)w?#EXlvJ{_u<id0(i0tKL<h#29|oM+=B?O&
zyPqx{Tt>ZTAhP(6*XY!gdG_|*IKDEGo4?x^V@-lrcIVhPv=DUuh>i55{EcrJPlt{~
zzlCO>#7%3x4U>4oB<TT^8?v;rlhT(r&cbaXLU}%B7hn3Vb!q0)m;YFLD=+>QJbZq~
z==jxN4GELGXQFuQc*;oXJW6^Sf26gBo*UNJ|KOAEP+pOECj1}E(D^$zo0BAlw31kU
zc*MMY_D;;`*$uw@)L&9JpD=y1HR%Pt9HznFq7H{f9z~~p&9R?og8#<?tLG~{Zu-Gg
z-18p?oYG*nU|tID2>y0;Gmxq$^-TQdbEZ$184lx%wR&^h{6$!AVWG4Th4;jQ!x%2?
zz|vVQxfhY_yvQ9Af;Z<Pf`^*P`}h)DiQh^m{sy1u>w*CoE4$dmW3sL9Z^56eVbj;1
zPX~D2&y48_)C~QWH9Vn^OifM>!#)UFaqPYq$f*Z7&FvbgD5HnG-9o*L<h^6`i)M?)
z(EG4{aK!h%FiX7itwG&)4tJ>9hv^1x5F@yZ_anLLkARD5-0O86Jh7#t+>f<R>-A1v
zO?tbj+#MbcEhHW~5Vpq1ybjJDd1CGcr)2Fd&1Knb;UW?j--}=DQ*`Vz8Mzg*)HchB
z;c{>l!?wzMiJ611Dgf<Oi08Q-qB6S^uX;D4?9d~-6dNREZ0DR)%SUcR1qr{=<cl`+
zLttRnQ-U1^kgb8{hQ^&R(y*b&t(b07_1{bN?rhIC*WK_}*l1z=htRs91bSkAP(_{s
z{4Fr?v?h|x^ITsJxe_6+hKgaVovp@5C&{K;Q}3NKUZ`VaO@DCzcne`Q<!%lTlBpph
z6J0z$8+<sB(AubtuR!yS_7Ig@8FwYjhYOOjr=u2o5z-ocPp#NvIwYR(NSQO8#BRb(
z>kkOSS{(mq>%=YVn^`cCFRg22lhvJBxezuB(54m$a2!4hjw`Pvs_bB7_qjW_Wajo}
zJf(^orxBc;QS%zRAF6Rxb-40Yq9b(*h;UpMgy-DmZxK}ckEPOTCo2Oj9L_Ew7<;d{
zruZA@;lP>J6K|HG6^{=R{@UB8^?M$1eSD_DZNjBMjgNi9k33aAn`51`Y`lFoc@xQ%
z+nM`!W(q$F^3iK~xTQv@EP=>1xd`Dw#x8Ody*wcXb~NKha8iG=q(sgw7G4N#@@KOE
z@J5`2^BPuG#HpqGcizTZyYg#acCWA`uDRNCvq5<1{N<<l?n5RAqP`AM)mUtIU$OjI
zIYZ#nTDHpYQajVC9HaCcF?YT#bkmJ?Nt8}Kap%d4`8r3<BM``iCc<QZRMi^L30mVt
zLC^gx4E<`43E&f#QTZqSitXx0(CE0`eFzRC>x~sI3ry|{gOpk2BUHA%!H=pJtNBl0
zX>_5Q@DjSV&33KMoZb2bXFpPvc#b@WMZ#b4{kgk6a3RtOj~#7a8drz|I62JrR(^w8
z+~97;#tpx|8aKj_lr%8Pa$LBd-Z=MHD9y!qN4F{ZLQjW7)LoveyGr`P&)PR`D3c3{
zH=}-KcNpnyv8u78siBFYBuckNAe9u-t#s8>&Aq1adh_XUV<5)Ezp`RX5AZSLHLp2~
zz%PVtCAK4z?34P3zCu7c(OqR^d@zPz7&68;9mmvxBkx8yO0253v!&5V{D1DNjyzS?
zYF;W)#PNxK*ycOK^5&<~#b~=nzsyPw7oM=|sNH;io|QTA2;ZaDb=uk-cWggyZFM{-
zKsPr9TB<)h%a3Ph=BVVJ9x*@VFZKp(#s8rP^guBrwgP?`yQpl@39Uq`3~5>Py_bj|
zYs{00ePx~@YIlS!uKw*E2Ddn@zYs{2>$D<M-z7_kEL{4WFBPCxe6;fOxs*+hm0u{2
zj@mY}@~TuOn@>1>dV^2-_q);=mh>|(*(NVuipkWv_(uCfrg8k*f^3Ky&Ax0xfTJ?(
z9<NpA4YvGj)|Zb>&KBq`{`e93fklr`dVfys%o~J$L7aq*dfMXRK*2wj$V`p5NjKDc
zOaz4EekW-?d2KCYy{~h&xWy?m-Q+(OZuhR`rV(I!3c7AZEob@1%+C=8pXIMKwXoVv
z2#4h8T3af4HXJrR``vGR27i!S*cvaXGAR328StUzF`kG<i4-mywCWGmId9tw1r6ec
z6;<ns$Nppa3e$_-$g`9B5Q1u{8x680ed8y7_HbAao_eW*JVYkOY9oGUIt3O;^GXa1
z=uKZ6=bCwXl{Dc%)qarhI5RC{!>~@ROC0YiV{rM;G*?XxuiXfkdOD|^n_Zac*L(dL
z<-}9?@57SXdN7~%M@g-n7UXoRhq1gbp?u5^TT()fzt!_Jc|(FfIaxvun$R;RUdUtP
za9XQmeQO*{2?_pM2QLMz=~z@y_|Q8+A!^BZ)xsCqk1=f^*$wOeSYG4qJx2XFvWs*!
zKme9>nZ0o$t3DVZEt7RFW_h(j($Yx|oxH*<uU>Q}EN706Yn3v~s}EB!vVO7s9!-D=
zS3lyABvFP87IK;okhF_EW%vHj;d|Bs<72Tne*;b7R(fBhcJE~&gVPSYaT^$#6hMG>
zri7w&kTKzw{o+SOq+U>EiZ!MFMcBijI@+^`UuB5a1<C!$<P9_wdX1#LlX`F4@o*5B
zBf!Qa^i4>u`8n7&fh_v6d2Zi1(j5)x5f)3ijau}ah0m?x*_;BV)8!~3;`LAEyGVp;
zgv)yz%-NCx0%e@D9mSk}#j9Y}e;<1>Q1U+(3n=A!G@d$zvzp%-!VueO>YVB|zRef3
z4`M5Nz*uN0c`yWtu4jrf!*>n@F({ag5<`@Iuh`tZI{Hoh0{`&BIrFs*_QleS#e0ia
z6x>F3hwY#iqV}Q7=f>7Ua|sH&t{~XbUUvJ)$mobS4n*ogZTd5Wv^D#Q>{aB3G0!LI
zaNNV-EBS66$B*n8X;0l%Q27%bNDX4ePoda<mNq?Qqq)v?7(8uCFy+Tjm(4-@Y55$L
zRb*XDtLqD7Ioc3ptNqZwngJ9WygBmhd&+89@yzcf={lR|Q!hHk{KdUrq_3?wu7PJ^
z`j)_2_nMAr&V-6I2Y1zTyoy|Nu(W1dzwvo%y(RgZszlCres$=m?;jrnCqr<59eO0C
z?<%MD_37S~lTN7gf-DNY?(bXB{%H5mV@H~DCI3`pzYo0noTPy&0Kr`zFDZ{P=K$0w
z?PmK>tIt4_i}=8%DZ4sN+J>M5XVSsF+U3&f`kn1(9TN;;Te&&XTJ-~bo-pEAh>YCx
ztE4Vt;RHr!O$X3<roD2))IG4B4gdh#UXlwthNDC$+`FVo`-hp=Htv4E2G>YfoCV;|
z^}*AszgxhH^m?e!pi>B5)0G{qFy52X?2HI+8MC|dv3}*R0aT1MgKxWpH__#g)wOWR
zso05g$8PD=)xaaqUDB+FpqIzQVmcr~+FDplee=3?bN+^^sh9P(gL2g-S+m>M6}H)h
z_NmK_^bBd6_jU@cos4FK`TPZYYlDU&t^ejjwl?G(<&~e-FUBXJ&4VvFeI<&n*|=T7
z!36dOd7EJ=9eA?nUF&KZUIr49VNC;c!YR}9k0(3s6htQe68x9sqAc1K@%3Z#gDy{_
z1f`>1RAZjBu%QPOAmxy;_~~O7S~Pphalveg$Jtucz>$>7B5ZRTQ_fb7Pt9QGXBl<m
z89C7p$E-M2a|O)4s9)>N2TcJTlC2GqYrCf^o0+H(OIK{c{#ASh*-ndj0FGUNH#W^2
zsJZ%8W+JMlEG%D!U;FD8CG`@s0~;I$xE$~D^i!ONbbN!sv6UPBZMz9ysuU0h?)e9a
z0LQuAj+&_TS_KE2wd`o)CyF2^2*Yv^{&m__weGuFH%F#py4JC0uoJ?Cv3qy0)bo#G
z9=#pCc!H*z)h_+VA`csnP$(gKPv2=CX$JZbCRKhojLR8!RPLk@N0YTYCHc<IxYUGZ
z6=Du@Gskb9(a;cn3D@6Hp7;GCoTkD4R?1W`<3VW_kn1rZD|Ps6PP5i*g;_pt`T*f{
zj*uHw<dm_*72fQ|wr>aw@pL@>x~UgJ2E#6_CzSG*L_7m;O)qQTUY5q#1gxJt-+p{_
zf}A+&=@1?}*|4`Yv_SLEs;YL(T8xR-rOo<Qqnf9@YhZK&ou5DCEs)xnATtGH*ZcnO
zZrpju@y(knB(CirZ_HDB2L@g~%?h6MjbNL}vU<ky)+l@NOqtfR4e2xwRFMbit0x;I
zHzT1CMtFUlG;Luw?XA~nms2e%!_Usba?=KBgk4+#Vz6*}N$=E?Ngda4!DU@}U9RLy
z-KIHi^~FnwlN6^}g0;IMA$zJx&!^v*I$bZLvO$`LF2l2d;JFre1x%IDY?~-~Xj;XQ
z^b>gndYI9I`mz{5z8l)%Dpwy?R1!J08&q4<GUGSFfyOB~T|hXmV{t7`PC7*TxYIaD
za|z_>yr}^MJy=Jma<$qqW*mEK|3L=QT%$SuV+j#+Uyo!z3NM*zySCSF;ZErNT?h^s
zraMeUr`nA~bEBUyFqXsAE6%<SN{$Vp{@700R)4HU|Dc%jpE#o?Qy^XgS055BPe|4N
z`0g^}{H_j}?zo}&$cs!FLDk5Jwz<mi03E-{QyYmL@2K&Cz2+oL$k5=RZIfoA*R{xk
znA@LPbGkloK&@>WZL6DQOy%yZU3ef3(=wM>tRgn%l*bvx%7O@F7Kc*}vP9!;B+hLA
z!ckeBrMK$~Mw~-<>~b!4H0J<F-75*UpCNd))>EZ$`Ea2L(_r3SH2%OZ+i?cJCP0R+
z`CLg(uEsdNM^4xHg~=(a`U2;Ux_0LornU!!UE4vo$h8xvhZ_366HY~zZ&&5D?ENs!
zUuAZNiW*nPxyO1&EsdeApjk-B`jz#;@xqxdf#yT}IJTg^3Me_%LDuFB&i?gxCD<il
zB{C|doq?rX@tD}_pI7wR6&*I4-B~(m{OyOtl3Y}65Tg^|Z0nE)H+j&fht6o|4}UBg
zie%c~ptjcGuk$CDU;g+cIJ5P3|JA*(9)AGa52}t)UJ<myvaTi1JKv@p5<IK3>i%sY
z&Z~J{q<^?{MZ{BqAZ#h)_+EUuvASBdsnM>|3GWc9M`Y)}JTU%x#e4T~bmGRb5JS=A
z=wO!<AL;FWtRCLJ6osSbc321fu=PnXDeUm^5x!3$&i_=EEtdx}rl*DC9I^Z8i4f`)
zEdjAIzmJfuwQw9@(iOQag`ay8j0TTr*$2~IMwh)Bail3h*wUP;SQGsUD?|pSRv4a)
z%@xH_Ttty*WI56fS63IYHU+bgPy_Y6Uk>EU&SYxeLt3X<w9#oNC&F&6b4T|hO|RJ#
z?l)B~Q^phX$i1dt36x$tMXS*pOIRL1uhQSZFzE10477Ce*7%08q&!;<nW|7po%O77
z;T%s4!a!R27qV-w1U_sg6=&r{0tQ&UU%&pMtUOy@ktk~W+_KNky!A$riL|FNn;o0k
zO^BX=1D&_Ba3q6M-av2oPI&Xcknwg^workla#1mM`O<A-APR+d%$v}(`G?%vppN5C
zB-Y1^#zaLUZq?cvtX-(R$q))egD*h#a@rMImi(19p0+)4=~>z%j3iSUkF7Hp$9G@Q
zQs>qnDdypgpO>c6GTXZOj1Pjy(>@55Dh7mpO{T`Xe$5FSe(lJrQzVRVsh**gh{B(F
z)N$AS>8PgH1`e*8g|-2!^mHC*LX*ipj<3cN7P}sA+a1CY6C6d|AhfxwGmdnFvVQJz
z^&i@Alifr{B3)7A!ICbPqF&C->fF`7<wDGp$QVy*a+<#7f^Ks93R72KcW!m{zc`1j
zbJD(r*SD>a??*Py6j3Pl9?kZXGlaXg4PAjN&z6zZfPh}Fe52ms+IO0cdm`J+te~ZJ
z?&^V)(q&rm^r^}s8Th$}^7vN{p(J*5Z{|r1kpLORIZXYCI$B#=m)8YstI!AV2g!+c
zUHm_<`%&x;`z&E9H0x@7uPZoK*gzkcVrRi?ZhOt9n6e`MgKtfd)_k2J2`w{R>-ZBp
zj2*2ZSSQa`-r5Y$1Fap(uWmEtY0oH}sf+*KL7^Olu@TV55MF{KrVeu4=R6KjvI>`{
zsur3n>P?Ej?amL~{NiTf=xwQf$2;UWisH3h=kK(k>x(8q$Yi4lslvuy-%e&;Af<$3
zEnf|Q;CNvS6NEj+t(wwIYyV?$245-#ISo7NU|T&r{IkO34L>^@*Bzra3zye?_9ktA
zQ!I*XUcH-`aPsa)fD%6Vv^h|Lv%8+N%eBoy{V?QZoa;ti^YlzKM<$H)%u7p!@l;M-
zSvqx)B6nwc-N0V_XJz4a`I`Nqu#|_p&LCa@=)t^4BVRUdGAFk<63TMP*wfa5gL!F|
zG2%@=WpSD_sJVD%c6>KFHG0ALOUJ`;?+w*8!-vpt%S7o-3+qbKx<9&ZRBgi;GiCiJ
zcf$I}F>Bk|)$#?^x1z_V1`p~dj7`viBXrkuO~cn*-LmU--bC7ME7Dx|9j11PUaznO
zq);x+k_jpetZx6hs_5{+0RgeBr2{Hk0J^->>rWWmxqvO&-OXP7g|Ld`Ef=>^ZG!`w
zj`a(ErQ_k)efX|F2Cw?^Q!~R0r#O+~syb9}%^B_N{P1ZD2<)SvaN`FGhm%(%5m6nh
ztHz7hbUOtGwbr)sOHs7C$U9Ekyv$^e(1xhDQ2Ik3|9zvegDv}YFIhj`9^9@})v`Rb
z*})CVSQAEKOseQ(mMu;W4)~(@kH}A>G+JO}{y&4C?L*gNJ+6kzOUg^$eNCo4fRtvu
zP}-($wUM%wFo=O$wQAM<Rgm}VmLAmH6pa4-P^kaaJdb~gzrHX{KzM&yfM<iS_7sp1
zJKkqO+QU{}!hZYGXzD1mc&V<;Na#t%Nh^4yuq!*<9jx%><)V{jQJDG68V*V<Eux2U
zY95OU$@!;G;fSo6&F)*F;jWfm%^=4Ic4K?-@%Er;IrncxyX&PV4Xtw&{g+{O+hHX~
z%i}_!pRkJ~qc^r{;rQKY$81{YpOi@Xj`5<B@#-lUe`i*vB3*M7?)IZjvktthTc;Db
zeIethb*BwSL`;MJ7-lzXS~e?$NMT8n&gC>G;m8EEm0jz`6h6mEI13+Y89$y(PZ^w|
zqy)6hGGx}KYsoHHoaPTyYtw+WFis`6nOcZlL9430raM|YS8e7d0!=m&?bq6n0?S>Y
zm6m3EgRsUW|4JMxa;N=Ucu6C%CT?sktJcO>OZndT<v<IoyNY*Zr`x1#DZnh>_VxDz
zfVK+-2K?Zy(A*LHMfi5pqby3gLq?@6znVb}A6R%qC?2RiIuGOdT)5TMJhmbud}OR4
zX@-{_%gT0RxLHCqwWRP7&fePgPw5W1dCn@<&<obOCKVMb0=DlQQV_ZO&=zN?fU&E8
z3y?T3udznU?;xm}Vst;5{#sZXOw15zTr9=7mYILu5Ze3Ux$Ia*S)0B7h`u{^;A6dp
ziwnak?Q+7#OQu28Plf0Gc2%9gp{uhLWy}@Of_sfWu=wAuJAU;=Hbc6g`2@P2;#E{h
zy}Y4cWAEpOO0=5xbMm1G<RVgBIXjY)g?vg*wp|j6kmjmRvb{MD%^c~Y(f{ta%&btl
z%8L6I#nQ(@3WKxxMOx@0)Cp23VN7n*y?)q@FqBT3z1G?3)mjmrkeNc%md_gB=y{)4
z1G(0Q=^tY)XoJAaCjx0&3EwY;GHGPJ{5f42pSHb&JRVqP9sh;@8mRiN??<)(8`hD~
zr)_#hSgwvgAv?!Zk%Rz4Uu-@H$UQyF8!ZiG2(TnCTD|-pY+ER@wanT)26{;!1J51T
zi;-QOa5MBUOJbLO8@#zN-p%@e^xfY6c`c?os1$RUou`S-69Oty>>2>Xw5ugwcmol7
z%+$h{xTNgmm&fek3%ikP+qs=@hw@kaZ?<y!L|X+(E$+RZn5k2fg<UZnNb`GuCGNeU
zhvEACE--s38U8<AR4Cd}*vpLYh^2F-Sy;@K@OSn#^@77a)O2cY^U}&qioUmv!Frjk
z7*>NkR7QWfKn2%Z1z$3Pq?DFw22nB}_V>Zu^}VU!@zg6Ec+DS71;b&2^ZrIbzo#++
zKeusEna13<OkK&@JKfcyGSGDOQ?e+GE{_Q3@9E3+EXy;uOl`=`h-c5)P$#Tg^MgP(
z=iV8QGLt{ZTlzQ0g!LUeybvw5FISKB;*`QzZ`eM0yK%s!!?bgrE(7Qk5VnxIpQNds
zn7IgVE(1tf;F=ICVY6~vy-&+?suJx6(e~)Kb`PPc5bK;p+h;@iL7JC0o;6Oc%lZ3u
zT0W<caiDXuKHz_Yi$j^TssC7tW^g0qPJ895ol?TGS~7L2-m$$|7)>QZ|6{?(liE&@
zHE{9;Tq<x<UKJGfY}UAO0aZ{1rWt}puDUb-O>eGzSGQg}G<G;h+R4WIl~zQGOcJ6p
z+M#~YGyY_WDIxm7_&TKdYshRx3P;U+>v?b|`10-`S<?BIA0l<lGWBDklf#s+lW&{V
zodJE6maeYaPD)Ek)>fZ&MFVeAl6j9Pge{UT`@o94YU$gs<ght9X@K$m4CY63pN>7n
zA)vuy04ZTb8@AnT@UHK^ly|@GNMv`uT=WWZi!SnWIqDrfWo)V-#g&8bL{k^&qbZj<
zo9pM^lO0ggHnw&_w9}edWV;Cg$=e(Br>pPMPXt5x%39KYC5fKsy*ib&t2^5Hos+RO
zMrvKMes|*H(*gPuT{IQCjZxXJ>EDcRb#FEICr#J(k*8hA^YUXMbeI+fhcHJHj+@s<
zpX2FHmm$;Tz{}G=#)nYh!#mxPI}k>2kxs#`>OUdWZXb?PIsvL#`$;Se&)pkaw|YPX
zaSkQZ-0ht}w*Ixv^B6ZKCQkuHPO@?lw0n#pq`s7Vei3#3&G*R=n%@H7P-mL0THb{|
z$q8pfpeH?ciZ{_N*QjIu`M4*Goc9=VOp;j3{fhT>p>Hh9S-WQuLezv@<hdyPe=O{z
zW1SN|w~V=6^su|#m)g;&+K{ODI%3eF^%^!}vziuOIB)&<#h_-PGXz6+Vh9O95BeA@
zP;1fLGHc2+Y|C9=JkXNz@>i6^{F^)-N+bhz#(r2{uG-fW0TTIGK9a|&UA?X{3#VB#
z+IBggSi6+ANUzsLn;LsJ(FpGD)H~ZCRl?;%W7oMo1#Q!v?ScMgd5zw_If&zGM7sKh
zNX=NT&o-E~vGLpOeQDvy8`GZQ$jj5~jtuC*G9-J4>AhqWv>a=CJDDBuS4)5G1h{-^
zh`OQsrXCFgty^YY`H#iqWddEL%Yspa@T+KsNXh=>uZ3#EAHFoH?SSmq%_tnC*b8@)
zP^A-kyF;kPe;$5_6(Z+BOi`k%54+E~jf+F-_lJj?l$ExdaNQQjtD(lNCj8S^UnU5B
z-AT%u$$9|W|M(_6l`{uh&VXGJX0xry$w^Jgz-CzFG&vx(9$uImD^E52g*j3<Rt*2J
zGtY3Mmths{5l1Doqe@(x_pG8P(Jf>MVHuvY>c0VMa%2>ZH#JU7D~w;s#gZ*e5HzAg
zUOzIltX+Zp9af2|_WC`o_~-G9f?+vZjB9kCyiTEPsm1ILac_H|Ss~rsFK5HG7Jp|h
z)8CLj;xb9)56kr%BO;uj$<=eBt!p?$?_XCT(UjzS&$7fSbUFWH>FO$VBWXxR(wc`I
zUgnHB9%|=h6*l^kbF1&P!9*iX_mWpk2GeFi_O8LrYi+YVTfPM6)XLw`3N^gCxs%Zk
zmHSSAy`ogukJMU$b*(QT%xB`eqB`uj&9-i_{%02vnpo|ZI)TrfM%Gb*==$2P`27pk
zq}0%P6m@UUd$S^OGqk^ucTir9CiG0W=hqOmzyGuK0_TF+$26{itw5<RtAVDumY<#B
z1YgRn%B;W9WT%(8$sEa!HDAu5#y?210o1yfCh(j}Hujnd{+p{m&)AoSXkGi!wZ1Xz
zAXc~b&(!`2v9*8LGJM^BE!nvWHqlxG7Y(Z0Auz{~N<VpL`7Jw@rE<U|?;z)mJShKs
zw=6?}qxSi;|5$i*Kj~5jby3Vkr(2dT7tA=Kd{Mr1_E|@8y^$7j*DJT0%wTXF-^CS0
zHE!cFZG*|~vRfOj5Tc|tdEWjBuJvv}t+nx7>a6aAiG=(6%Y$8|Gpoya8h(3)!UFvT
z2U|d&<Tm-%6~-;R0z(dIJ^VLP)!Kfa!DEuwtxG58(*OCkKYV&m$h5{icK>@Ox|7!}
zI9P!;V7XjPE3RH*%^=PaVZE032SpdE?0wE}(lyn_tX&^M+MGwAPLDe$C{}-~qENYG
zfDKhZ_st!m2=1@Rg;(ENj5Z~jC$oRjSUrNi1S(omG?cjGJGPDGl=*HI!l8&jB8hn~
z0@(Dux_S=ZdpT#+;)R~WN~26Bzc~L_&{@&KsRZq)<@q1@3W{MAzsUQgA<S}?iel|F
zF@|#2w+V8nQ_*q*I}O7%IM#iKkA)?|VzFCMw46K+lda2zT>(TNiz1);(RuHUyl`B?
z_q7XS(&fV+X<05UyI0eJQ`>ZDrPjl$pPSqLIhUinR=K?0L$rU`SK^!?2WKH4v6h=z
zq_xA6eh_)-GPc8&D7nya=w4$GFE`e$1BZ4pZR&~sHzK7E-r<+)l9q4Y|K7B%SV&4Y
zabb*cZgb`39(|*ZOS;_FR3go#>TW^6uid*Tvxe^8?c*+6AuL~0@%^G6bQO@Rz|lS7
zBPHlsYq#~^L?<5~?eJUjs`m?8*OIkCLFJ&`6tC*Y136-+867w_R*53#j+xAAFQbN0
zt~K@5#s|mV6<n_J#q1yNB-JVlI237D{%c$DP}Y`~lkLyGn*Son3k)@?`qiJ4B|1f0
zPfB`L7$S?)KmVY8KYS_|)nCLS`LW93^`wkZ%B^4T_$$=Vbb;yL*LSv8uh4KaQ#)yR
zWrl8XN7KLF@a5zA%+JfBS?K)BOgiNTln!UA+^l5~aQoVn7O*fVvyGE8=?9Y)TBo{4
zwt%MUV{qP@4ZZdLe_s7V;@;3Y3Khu~qZJU9!T$V0sWHFNz3Y+i&<M)i&dR0-jx@Km
zkl8gdt6L`((%<<j0=|Io6v$2V)3ut9agPsEKE585GKMTG5^Ll<V9F#n=1wqF=5|U`
zYuDA7tF75}13?Z9$vJ?3V(2ZY0=;iz(~y<3M0I759lwzKH9fK7XrY6W7Yx(!t$T_m
z#s6A|4pJ>E!As4GP>N0v<6kYF|0Q85R+Ta}AJX1zm)w`Cs1HZCxe&FF_Z_}gkdjSt
zGi_4z<L*?#9!s$(a4t2bO0>}MRzWad&qH8p>zXpB5<LemHTmd3qQ?G(_pK0L0uf{C
zrEK^CVnbtiXB&}5sR#i5IW}iNsAS?#^aIA0o%`EswRN`M>43tDQZtubys^6ij7%Et
zk2HpkOvpuMp_=Rz3JOh$o{nX03ca?L@SwE)BS#-$7#WKUk;*M8T|5XnI;U}EAT8iv
zYH_Z4Wv-Q?NTp=w5yvS{`lVE8=B+Nfh$efe8c$f03#>57hU)ZS=eQ5iW=!05S=)RI
za7yVN-2vA}D(pJ{&4O^fJP6#GUDGVfBHqt1Me96v-W7eO#84e0AL8oixy{770^@fk
zG$aiNp_E8Rc)Q9LjDy~E%rRWBbr2YHW^2BNjRuP~x0?UeR$fECB<ytchZDk+JcXQq
z(<&TzGN4t3Y*J>MPzP^@UaGy~WO?xJaqK?a1X)jCO5P4=C$vQffC}?#H+63mE3$V<
zI>l)uscOk5cw{A*!x{owNm64vQlSXO;P*r8N-K={(|U-{l<3zF)pr(h&`zWr{wtyY
zN9)U3870XMKkF8ky`TJ;9@}TKGZ-nO^AajyH8x(Y{iKk(_Az!E0SxG>!O6jmV@XT4
zfvr=87!(ervKu<)ERU$y2t&3xjnFEvfZYg2t6dvt`OIGO1&iah*@$`2$aGQ#iFV$x
znw&6R7Ft)^(0>(}WDg;aofqajbd}pLI%ZkxWWvsZg_-+Pxk%IXGW*=Qu<%gaSQyu%
z^)ic@-saZ8(V2I_&frZ=a_)!z2y50#%sVPzZMqagq&|4i0`3OvbZ7O0+{5W+UK4(#
zz$>`9=O+S3s9nCgWAT~)SU4>@Ai?+&8Gn<~lg~kp-7l=at|O9{mpD!GqbMrF|FK*`
zhvL)y4$&tVPUsZ{HG0C<9{PdX7RSax@#fM6x!x6uU@(o#Bel}LRqaB&cGsYdJaH`M
z9qDAeD=83}jD~#f2ISZ~j(AGEM#@PVJ92QCo2l7<=2rJde@x!euhtx_OD>(9epO+E
zuB-b-%F%R~TE~Xxyq1G=IIihmKbuOASX%Y@wY4j{J`${R{P_YZSu-VT=W?o(yU#eY
zl0tIoBn~`fH&kfdX#-WO3oA4|r)}xjpHb<x&;`E;q-(h)Yr%SJi{FnnQ*I72(%gdi
zm^k5<HXu|e0@Q2HkW(GDTo+X~4{TMFaUQ!Y#2`E4OOI{+;d!$7@c3lQY?#)BW511q
zx}&!8Zdu>3O-Jmi1_&E{sq@nXK=6%~LA*4`exNN(=3n!Z6FF1?j&!}vGus&$^yj;u
z#YUK{a4Cu~t3pDnhFLttHqO`h?tv|d%IYT@$+ovE!M2z3ErEXv`CA1OpU#$KvOj5q
zk1COFO`E@{tX4siOOV;Kyg;+53UL7$h~zEQ2!|PH13FVUQh32-(owT${mI0Z?y=9^
zKD_!cF6tGseo>%tzmm{DrEGoItH!#5{$Q1}amfw4P60hHkFaIJ4O22Iu|b&L6plbr
znUld`{&4J_fWWdHucsS)y?&9`Mh=`>!V^Z|I`#gVq~?rGhdD-Tx;YA?m~()wsPL?F
z<)f!h>b{xK6sBMcNv(Zg@|F0GLR1AKEra>WbggF_hx^)Mh91|C9QL;yFtO`X5xF_L
zVaz2NJ!jBfWo#}L8~MUvuETHEHsmp;KYH(-qMI?N^_2;_%*vFhP-B9dfk&|r@KS!B
z2X9J|;Xwb-?-0Q9r56f$ZT;3VKF;4Ovk6}T$v@9>I%sv@=5@$4h<x(2aD@7vMGnAO
zZ~tIfvCC`YZ}4<_&6MINq1Z}f%7mOq#iF&d+NPINiuzsS%g7f_Orh*{1`Z)=P;8tV
z8x!Wm@O5_uckK(=n_C=5cH(A+cHzTwK7ZVEON-%Kcjm{6s}}J<-OXo@U6ll@8=Cyf
z>l^KvUyiP|!Cw@pj@ZMu>yYYr|FzOa80b-?ADnUs>p>97#{xjB>YOXNT`{rc3sWrG
zqZ_xc2nVvuJUj;h>q|=AMoW9>=AN~E6{PbiW?DI0GpS4RSmWQm<4)hKOVisXr3JUV
zj8NCC-iSmJiiyZS5OJ!Ok<(_>*bJH_J`Xi8mM<ODceU^(Pe2ojR9TWm_jdNF{^e5t
z{;iqPui?mwz$vY)gKQdTuCDP*g(_zwF{P(5!WMFQw?w<wnlWut{dntX8)~x+R2kEw
zQt~k^wqkd#PQBk+m7*Vxi2MC;cmMIo0Xh#9Roxn2s}e=1A<`L^ew~yFA827Wc>QXP
zN1@zY1qR<S2}#u!C67Z08$<MNZS0s&bu%hsl(4$$SVYsze(1Jw@XQQyxQwOeIf+0g
z&^t@0j(-s?Ei^6%@@&T#>@l|ET@NNds$zU?67KDZF16d61}7LCm+z7a=tNC*yEScn
zuQ58TfqbkOKp3Y%HBSLe1|zIpZr9x@N<F7v8Hvr4kzLEjcp#DfDw7{Z97P5`4Senv
z$@!FpwpYF>uPiAmkk~K<K70Km|N8rm*sUnC42O)~%||>2Z`dcXw@>HrV{c90f2C5x
z;^cfG{~(zfodU}H&ANlArRap`?4-Lgl<9kAw5h_l9CDt4w}mTUJhQr`awg$LfxSD%
zNAZfNGFIi7Q~n;=9p+uz?kc}0+zoPd8g=(0+^o`lgZ>sc^dF1<QQ4@=ay4CH+ue-f
zjgBZ%x6tw=_1gAdSTYRZZ1%_d&MVv?B~7OS@O01)2!yG}-12-ap(Ki1m9Efromn{2
zY3*_za<jIFXyF+fNI$UJw)eQ&M4ejUx^XuH+)yoKK^9_IkS!QOPG4UnXXFVR61JFL
z42!~pqaEY*to^^02kI*ex;$JC5SYfAWuA}_(~mna6!mpiIW)q0#Q`!s+qZ7dECGiL
zXoXp57P009rTu;e?Sj%_bcfMt9)|;>{KtXr{)&av$B`)|eqpQ#kJ15II66?!!Rq|-
zwa@^`(gg$aCE`q&-<Y-XtxeicN0u`)Oo0xW8+c!pEIE?h7;4PdcnX`t_U?1`qfBU)
z+^;7RPh<E_8)e5Fd=O1w;SJE!DQ5;WIH8R6uAutgmugo^V=F5`3(QT!V%Hjq$$G$5
zF5e(Hr?t5ZGTvEJK!)Z)9d-}bZ|AO;7z@?-v9k^WEd%kZ``Q?dkbTX6C=GEr+&>$N
zJ4T_negEM){)vIM<8j~T!sP-FB(T+waIarruw%-t3Zz_vckiHWUUSp9HmqPD9&n`o
zg7QVtZZ7#)|G|s;Avqgd`=4iHqFs4#I9RE0DL`RbMX9!aJz^YzY_fZ>ZjZ|kXW9mf
zTR~c(_!g?RUrmj1aBY|sH0TBIr1ReZxT5x(&$5r5$$1W4SvEogjn!5yS>qo$9Jb${
zch}Qr^NmGH`@XJ%IP0<SHV6RqjMYGy=i|M(p1!TB18@I&v+LYnZ#=H+s+p;IIWc>p
zMBQ_obA%4Pl7M$B97~^a9-Y9!>k4D*3cvf)>HDE__^mo}B6cpv>9vObLw_9Z&tx%^
z+AWwKmr3dhaF7rj$m|q52$!VKp*ydH*SSPpdpW!7?z6as7Bl?A=nowox3Ah+invg@
zRE}&~gX!ACaCHri+pO4hoAwm#)9_qe3w3SXv$XKHIjjy|w81nAwdhnuiu^(UwqG_r
z%+gIj%e;Vn>5Dcb5T|Yy6xM^LU<Wt0hYnVNmfj7nAq~wGW83GA92E5^l{_d#-6Ool
z6&6<F4np6mFVr0GxL!xI@(8vy+l%?)*^=m1R8X7^>v<aRR(=V2^+Cyto$C8X(@3ir
zh0E3TM~~P}jWNRXAr?ifuO(S-#WwTHH0vp_T%nx%a8~#dZzTJPuvm38k7gPSaKKD|
zy4p(pEOh&g0gvxbmli)>*lcK-!SBh*XRTPHw=SpufWs!Y@>FQ^xSuNZ&b1SgwDC?r
zpNz})QGU;jh%+k^`KP5WX2&es+8kE2HV?Wv5o;!w>XkL(`g>F(i77gGA44B)<7)7j
zBUW>KQ-wq^nvGrZH{P7J4DiG<!i5W=nEYA@7BzJVc|jyP^|yv_Oh+_8;-cu6;V7*q
zY$aCoh55)tiHX&@*nVG`OZ`7po0O!)0Q9`Lx(w1Q7*XXFz+#=T2GWvY;jY+8^Kduy
zdX@a@RI5~5W$^U*(`vDgN?tD*CFQ5S4X73z(obzrJAWtii^SF|X%D`F6PKf;Gu$Tc
zPY0O<1eU6|omZ@%K%F#J$UoeWF#~Ug8SZQxM!*}X2cjXOAHTrj=(?RE{{H=PPI)?D
zpN=Yyw}bIDa&1p(1vJ^;XMv^}(k<EZFMnu%IM#yoe0@9`HhrLj$>lNj(UV*!eu*~M
zn>xQO&sDD&!Zdtm8od6GMKj~PNY}F^3KKoQ1zvS?_DS=eB-B%mD<>St(BA<|C;6dS
zC8|W(c30TmJ}g8QRSl4HGw#D&Cxa?$#?-n}acR6A(EiP;2Pe{CBCtH&D?WYm)`M4i
zoYZEv9Ha9h>!GZ!H{SvXyyXa_u~Z5(*kMtVZETm7Z3yN8+kr>5VdqXE<zRX>0(CEh
zV-TxngE&R!4Oa`HQ&4p|xNF}#(pM~8ROK>))ltmSx;+c(*xR0g=8Xdk+8S79GVx4#
zb&nWYV{+rW^t=89P2Sg28-!XaO|n|h((Ri*7HEGChGA}4J;if-X1r%jzs$FM60u4}
z-HrLfb;Oq??tkzlPPt`(orN<g>t4TH5L(W^?%}m~BRd&za;D|{bqi{hwM;Nl{)${6
zF~^XTlv7{_@r!M+(E|?Y@YZCAKgx1o<LNeHPUWta@!eyiRPHrz$%`|xc6ITW!NHjR
zCw}KNMiSk`zCzB~+$i~&LB*faeaTt1e5v?k+V9kTQ;%Y+zaNB6JyxV6zbtV46{(L@
ze{d?&zo)rb{k~#dqNeXikO1nSn<@->Twa)4xMwE<xpbpk!@)Ail+gD8vR4#Vo(J0H
zYWQpjwQvWPPF+4h45I~Hts){lJ2IWjpqlTqqO#`%qP~{>bAK{*H~w=sO6wc1_>kV#
z!D7i`rm&gB-t-v~ZT{P-<tIBwAN4=a%Wk$Dbept_@kO$YIOPsG2ya-#2+Y97$&ur;
ze&*tu@#6X7vg~trXEI~1rpXM5uAF^;t@?@7lR)9c)W7=1vKBF`c6Q>`IT-+>Tip6K
zR5PVwL2g?C<~wb<@7NjnG5#hNBZGZii;&f+P)MsoVm$QVNDDx0Z2GB4w*KC}*k#mL
zD(cf|f!P|o>?v}XgMSM${<+ZE{o%-_IrcmE|4ltn?kawCspP$IkC`|-U;C%!i-F>+
zC%-VLahDSiHz9<VU6MdTO`o}EL9J$Ek+>)*aOWYreCO7{Vd<X>+Tz2uO*>1G57H`t
ze5Lt!-+R4S^_GE6)RYeu&~82RSwZD|{Vl<1V~Qwe*APv*=KKDtww;mbOw1qIv)qAq
zC2ZdxpG`U&{q^A@_0qF7#x-~6XADkbB^hde$<q+xhQk<UFV5ovFxgP<f~@bIx(p%_
zc*YJJ9$pB}LD!;?TtZ;@Yu-|V!s0C7t6K&cc|x$E>~p7Fz0JHKOmuMtF$f<ruoBM0
z3h#e$^M)RN@cCN3P%_^gE55UrI$jP%ydTIf=DJdPd}P{Vnm-h_)$IV(S*-zDX)<KE
zT`_?<GUNH)_=|`2?UO*5ifbT=%E;k%AV|vQ@p7JyV8*{A)4X)P8QFgL?1!{AYyGA9
z>+_16L^pqp#*)SAZIhSs_85ARncxTRprG@S@3fu-zfrn(er99l!yV~Qk2dzt2>%u=
z_$?LOA%6AE4Yv6sb<KpES|-6i9xLyc=~l(mi^Om2t_HIr2+qGL=T=z`)KLj5H_IA>
z(@(#Q6V7gbpWXiEe8>0rQ#VhB`QB!?%skP}y#s->n3(ALvc10%tmSK(-&OjL<rT{@
zlL`4dU7EXGBz5)WJ;#pi($IwBe_LAWD6a{vtqxf+n)3OEw_?5T-iwK6vHq!kDRR+>
zM=W^eOJ?cx>F1PY@cQO1TXi!~%i&LqJtqo4WswCAE8c?Scv`}{CE3kRJa~GBP_;rH
zP;32a`u=M+OL_V3N!XTP#&*pu*TEjdwOR4XJgh<T$LRJ`nfR8cLC7YN#_|z|tDLI%
zb^SpV>WumWe;!Y7nm`x_+y&?Uc+k@?d^1c8HT}YzT^1UX&*enF)_<`<Gx(f0ud%WF
z+J?8KreBGJA8S@}O537V;ET;f?tjRDig%_~E8r~d+^!T(B}Sa0q|2ktJm?`suckiI
z2E)DvVYlG1wHp6`^%7?H%*|3W^k#{X#ytEXTJp_yDyr+loYjIUtV=)gHY}XFufbP}
zE|F8`vt~Je`@?*Vs?J?|8yO2=ialW5f!Pc$3(l#MG%7~$hJ8`avig;zq&6?z`Dxfg
z?6HZt1Rwk4i`2s;LBS!DpqtSmXU@jNz4`Rks!WVE>MRS(b*pW>temUyI&dev`f1^_
zf(E1yH02liC-Fv5gcWSYEbE54?zJMw_aVJ0wwVE=t>)sB`P2E@A3khl7Vro^3p{4M
zbcs;59rN#=hO)BKllL1lzd6;ZKLXUhs%kp;cz>d~{^M|7{U@@H_-nMXxK}1&`X+AX
zOV3|E);2iewm4zX+R%D8BA)HVC-IiE=Q#ikX$_LvuG+2=uj*#Nwn@_Mp9{VSo(a_c
zEyi{F+4+uBXU^z0DDx~1^#%;<_jUc&JmXSX7^Qmd6$!rU)BeEIM(c;_QRpHns$^vn
z2h%oEASJ}M?!YB`KKo%COBkpuL+qVIy9`3(x1*h(_?n_@OL>`TYy6nX>+8=@q~iOp
z^%*ZzK=jYD4>A@;Ue~_)e7EO@?Htpp`c7J6<@}?&GvDIAiPd}({O~(<aerReY7le&
zIXYE7aso5-3ee8cbw@@Y;giu(Fadr+7nx$*_T!FDn2|{bL=Hb*?Z;o&_Gau&)sQe_
zyb~1mpoaK+1i6~)=bCTOE}Oc*Wm_hw;=>JSm~Z>cuEc9Pz9_xr6}QXD@4{zDZ_|A<
z!(`w+h&b%e-B=@7``<0WtrmWB221Ar)6(P4o>O9GY5d3_d~iP;Z#5WvfBkX}Ml5tL
z8-s%HJ1TF1WdN6Di0882nR&NT=YK=>8cG|T4K{O&A}oT>{5h|y+ftfV6I?l~77>>e
z*z?e@MwPb7A&Ui1a9<AB2RfvaR~a`sIP>Eqn4zE<KO@_<RQjE#KhBfhZ!YRhJ})a?
zG+m8WxMBV_P-&?A*Em7M44EjVTCKmJ)bgXr7ki8CcYh!=2NZyUDLRZg0+kv8iLx@K
zo=6d{oEFkZmcFn=_RV*U6rGBLpTTcecBi-=v+xNnFtXMH%4Jm4Ii@5f-!lZv0lS(R
zTNXw8fQMjBmsP-s%ZXns@Q&HSF*xhbwg<V8;DpAnNUfL~2R#g}mQiSTtw+~{w3HKX
zY0+IE(Q|5c3xE!OmUTT}mj7713ZZamn?RWb&RXS`?-s>`me%=%f-m<@N5o2`e)~JE
z6c*Q&`6jM4{if92le1nghXp;|1Osmw?pexVVev|NfNq%3L4QoNT?MSJ3ewwSm$mMv
zBrJ_gVtJztd=|NQF9l}Jr!8Lrqs^SDmXXw9R&1#B+XItiWqirp@gaSEUJiZLYnH&!
zO{1b@yMTBZi*aJZFMfK!XS$s~Ps-V+e<uru=QonJld?swo<9F&?ox32n}VCHR=ie$
zMTSCwD|2S8vo#Opya9O|Dr2uC@NR3k@Y3avBX+M4Y7eTSXTiz*34m7&91XJLA}dr)
znwJNSf#hCXw3o!u1Z;Bq`gqTfUQ_dAxie5-nSpEG@_2)#8#Mbs*c2d#NF=^A@xTWm
zRVX!bKT5;?q`ow_GcyOIv7EMe%N%LLVp^pFw6;5PN7Pca{Cpg@Ptj?F(nQSdO_W7$
z1-%bizz&$N39gpsXXAdojPoSCohuo2j682tv{?;Px7N#@si`D20QMVy$YZF<Cg$ul
zHF~^cWI6=FJuOaV#yPmxwU&`%AouRN91wv-m+_tcs<KrX%RIfsUf)MiX^0D4gyvaU
zxrc!jY(7&K&`6gxzh?o`xi04vPeq*3hn9x07T<3ve$_rfK4^RB$Xa-zs*!s8n3E!R
zrsh?3GPVv8QpXI}=X@~MdP<t9A^&J+=Fi^hiAO(pKM+>-_DK}?rg_gJ6E<$?dr~^;
z1Dq`qJbd5Yo|%amJM;cHG4eGfY-<HdU0lyE7ob>ypK^haGLdrD(8%ee^2~eU!_ln;
z8^x!#S=E0<q6G`ie>i`0_sis^q_+i0X9efKd6+yS*{;v<e8@1%y8pgl^M;O=AItGQ
zE(apy<uUld(^JI#;F$WGPb_?lV*KD|KKUm_^<A9{o3c4PL9uO!C~FNxWD9SUy$#jw
z91;OCKELl_UHPUrucQ+wb@sPRk2z})>v3b0Ip4kc;CG%@3~voj_xo5D0d?vb3owCo
zjL26&IvnxxufD4kW%B54Y_OJq4fSOiJ+n1aEMh}kpJgEI@ReTLb^6(7cZ>=)lpC}S
zKSeIwOtQ@i)gBH`N}mun;`#k?j})RY^0xU{F)E>lzi*=X^zF>LFw(c+p=;iyG**2<
z(f1m*Z%*G#ED+N>BN~(R;VsWQK7!sbPj>TgkX2k#ukZT-|Bi1`Fa5-geh{8KiG2w>
zA0HNgk6+hETGu1|6ui$lNiDRBU{!>IH0N^4`y@4fnep-c$C7Gx*6h!XQ*#%8eOi99
zaQAmvoUq`~)8CxiqT8%ok1zF>>=%Ff6{Fk|M`9^{f7bu(dp_w;&k|G3#$RpXWx&oB
zZtV+e81VqzY}ev$na=2Y7+sRr<C~|04}S>$H1S#=YS(`;Ap+262jYOQFJ2WjS_l#k
z-6o2n(H|yHn@MjFMBhw4HhHcj&U5C>JK=pnjg6RMu^AU)ok8KWwjU&dqe#!&2iW&|
zX<1JbQh==7U?Az5iLS=?krxTvgR0uXmWFJWX6t@Q<PaGjgH!Oo0+(v>E3VG{zyyW%
z>ALs?A(Suw=|QdZkoWeCHCIcbjU<#$(&CnRyrcvhsDt%CmbzbRG2b#-*ap1rIh#qG
z(PCi^YU(91bN8RUxn+C~(y8q1kH4=sC;z-)$xeP?R{hV7qFNI|Yd`~<+u3kXm7Oah
z#n@m)6l$ev#SwPP`>ls$*U=0}9)N9V?0#r0_`Cw!HwCBFDC;7o3ZarSxua`GL#j5|
zj|DR3p%RmeFZ~<-y_Hh`%xlxz$rbS}=G&Kit>WUJy0$!B@LN$V)YfcN;UyorI55z4
z=losUNO>?IVNr?yKNcEco2!ou*lPW$RC{J@b1eDsRIsQ`LeoJ&xAJ<;fk_5bmcQe5
zvjt)7%H_x0R1AH=RXT73^QeF?P2Ti5-{O{Tb7twv%V+mX`rEAKH5o+WI;Kdf=wz3G
zH0EfT8Rw9J2<FSNgR@*udjSwpAh{HaGO^1@?S+B~!)i+aQSEf`MjwKvbvmT_nTzdV
z;hI2$2L*zIe12X5QFvHOF+41<Mx51k%$78_*EZ6VeD(Z$(9`_l{VBGjn`gtc_kZ0{
zo`Bhhwav@<uj4UHw}L`BlOj3JKPH!&tCNW&5pDqsU!a{K+FaKyF4(Tv{kUZ7c&xmJ
zHKmdNfX1U5b8{(3IUL4#Dts9VnavjU7%w(QNa|H*c&Ps&b~Cgq$IFNBFC;tP@b!}^
zk?$$w0OWn=mxxi)e9JR7P55S2P&ztuG2qMe-qpX-&40H(O@~N!<9oo-wYMYuB2q~g
zV#8x0#gAgMwb{@959>e_zqSSoWe_+TQwi$#n|Z=|N(*l#tjwOTahJNm*d!E@1fHpm
zF1l(hTIo)_a;yNbJE(1M$=)>1`Q{A?qzS<AO!%Focp^mO;B6$H2j!m~hG31O&JF|}
zvN)>9rdPT34!qVsy7p<%_fq8kReO~*!J#uNN4Tt?$>uE~wUQS5EP)VS4??0r>GoQ8
zY!Va`xalO|L8p+VPJ?~2uZI$972T+%DN5SIO8|A}o#Fe=dqiYoAb;D~;&^{^;|CqU
zjr00O0OFz;TaB&2rb1f;s4e<-oFP3pZKoVdju9z<+8ibf1JbByrl@(RA8MWDvd{dh
zsA+3ys3v{Ygp?x?q1K_iWDJ3>^OwNt1$WqGx}qDeQDAFasx5sg55(S)OZpky&L9&W
zaexN+19QU%eX%5B2XD&<d``!6<d}hzv>w7p5g4D>Xa+=f5<m>j{{Z1V`+l3`_sBdd
zGs`2!l@;(d9C-*^J6e>^wHr0?&)Z0x{?KMHPsjug$L$jsJS>UdBQj^sW4H59-_K~0
z44;Fs%#t^r;9z&*?eH>kAd&Wxcge;KXMPvR@HuYTHs7w7%G8Iqe}G9K=dG!yD3)_3
zdq^rjw#4~6jqq>^9&!Qr8&Ad$dBGR}Vt9<4_wHf@oq@^B{iks<CxgV}bGZg5!NCCI
zFgqMb4C{Lzy4T9PwXH-^Lu0Kp;E}F|!lOLJDHA!Jgq?}VB7AxBbDa6$nK?dsL|~i~
zKY7n@n2C(}0DSoEKd8>e490f`W=_~6Be!YJHj#lN;P9!-BcFwd(wdQ9+YnrM@&5o&
zQ##u$@`{o+2YDN8Am9ucIQyU1g(Q)=?+~2*z=OCONr>&b!0qxxkVet^e&pcD&j{xd
zG4|L%9!G&av7Lxo`BQnlY&@&sp#a3StSD$NW1%<l6{c4ilO39{=Er6~`--=J>zh0r
zD-Zr4?BDt6w}0!KJREZf`U(F4Wj^5_tlggf03cw0#Q10YlM%w#z<-V2K5myBPE1w1
z5KPA8_z*B8@s4fhSaA-r;@NcsDGs!?A;c*pp0uqcDoFsGq@>L6f-<+~5N_9YgDr;z
z-r%C}F9%eUR`Pwd4|PoR{$N2%NmQXdN{*mx4Z^Iw?;+IFyX_%@Xqsk&sigFf6pA*f
z(6Xf^C2Cqrj;$d}Qj`L?;!}{mgDzed9T@zv?I-!gkAEFvzw^(>Akk~<)k__Es?^T5
zw9|%ZTzc@!i>#(es6}73O?^TYQB6}((58LY%}c?Do@uB`fld8xo6uKk&uZVOsdSBF
z^z79&MRchby9ixhO+`H#FV?4PS4gI*UTLb8T$ArHac-uXwVE_F?<a`PV+JIMJ&ea`
zCScBFACgA_Ru1a>A1AiPHl4mBJZH8@qJUrfS@<YXSyF(K1u~8gWLCtdI}D9!rN^?j
z&No~3hrMaWRP|$Gv4x?!ihGTj%6q+;>Q|QQY`(jd9YOkkbko&zH2phn1u(QND0R2c
z)~bi;n_WAJq%M}hH4N3h;;HHk00KoKD5@E39;4DKRIQ=G3M;;|YD?yyeGl2LHB?JO
ztv*^p`stl<g@v@^)Q=^~SIcUWk9n1Z$&4t@-ZgHQzo8B4-7eKVM?+1f_oWLKy1*Mt
z{chD;oI{iquT(8;d(OC8_M4{youqXwD^Voa>~0FU{a`)m19_w>p_tm@EO^-Y=6%5N
z>3D$hQrjs@<Pwn5R$Bo|Qc%l|hhA+UkdxBrTZsTXSHBW^s-mF`wEaWQw@#04owuEF
z#8b3LSGLMjq8mq1o`e9E8Brbh+y4Nu&D_$J>3h`;?P^O(Rk^}#*K|5)o~){E6xDqR
zsHdYe?=Y&swoy>$uo`G8rKb4QtF8A7Yu?4eimr+HN`rMY?l7exKrJqyEhDY9p-6GJ
z6DV31g(XD_N{lH`y)1PX2P;%mZnbws1Ri^cp&kbM#i;BfvFs*si6{BD7zQ`kgTPMT
z8S&U03GQcXna7SJByAFL+CS!*Fh(ai?04KEK+Ys=3=f09^u}|LCyZjm=M&yY1dPN%
z?nGo5ks}f?0?e2`OqrZP-{-bSoQdCvlb<_51i{CFC&vAz1aN_g-f;&bC0iVsgC=C;
z{BVR$aB=_y>?8m&_5-kz3Vsg?cHB<lb|(=se$obGBg}9N!1E;RFgJ<&Ni&>?%If%!
zJ+ryk<8iqVPGkeZ5jl|%nUD+-5x;pefjeYm4frI-`XV=x`whT7;}S7Us$dM~AQ;ZT
ze$prPz&T*YVm9t(H-Vjw2i_zM0)$RvpPuAMpT78<iO3`MS@{MsXE;5h&T=6ByF?Oa
zAP)225KN5jF}L3k2_I?m+#U8kyB)WQnJ7auJ<h`?8*jdLo|q95H{dxZ1Z2QJXgiI&
z?ccsf187@|OKmo_xU<rPHkB=EQQ08?6)9xw0F!}`c-Sd)uA{6|!4}6U{+UTlLhdfp
zT3M$qEw;gV`=j)1wv?&n%d1+_mXJfQDGh?LKqnwiAy`JfN!*bWw~Y42W<S*+a7;k&
zf(Lo;<~zxfa&yMa)}EqeROaca?38Uj&$_>)U0vp-qxA@2vZigc?lLL@7Ue)om2EPn
z7+FK*<x{fsN_2HIZx4G=-Kqjdu;Xo8?3882(yyqfIJ?bC*=Dg#lzv8Ct)yvbDWG}e
zs+qENpyow<v-U)<k1llOZDU*5c=NtK!#l^ApC^WdE!CwBwx=9fgf@irt!pp>P?XA)
zOyB@ah=M;a8z1(9*-ZF$*`@6*pwku#ZjRR8Pg<D`uAx6r`!wiTSyRn{P5s*XKqUzY
z;@uji{?#)ybk{fNY1matnneOyp;|t%l`&F)^%@zdTW?dXY&hGFtt(+`X+WjIlA!#m
z@)h^&`=Nc_e|2J1+FJhrR;r{T+T#X{AytOr<vp!5!D~xsQ_Hx&N`}+aq{@`8lqOWN
z5Ryf7SSXoQ8m?NJ%TConPr4{oQFyAQLX`4Ur<$Q*Y)fU7^*8m2TEpzAuW=sYn%3%S
zYHHqcqN<_#m)uuVk5oFh-deLIYjsL-SqjR@FiH60j$(5%GA2y*coX|(M)84aoy7At
z@&F%fFR2`8FW^taM$pgpN}US&rC+X(w^Wi5NU9q}BlL+<{nUr*TDnxU`-tc*xT-}Z
zlBI>Tpp^Aook?k>1Y2}{jinU9skys#ywv8O*l;Be*0XF%3#8SyMYrl3egLWVKxFB&
zus>~xh&`YggZ$nkgP7nmC-vCQ=lbC0Pi?%mh{yrp3G+2R*i(r<KLJ6e?fc_Ctxb9~
zP21b9a+-;kR`Yc9jWb9R<Ao%W?K^F{w1qU;2wK#X^vXaalZmLSsjGc;RaI3LH4dJ)
zU#NN4Uv)(F6*%jwQ;H>0r721#e>Qtt6C0Tu#@}&)+B4q-m=H)zO#ZSkLH$0^H}Agi
zl5-^UHH$&IH(L)d^{$x+MVC?BsaZm$6s|g&$|M0l$wyj>igbu3N?A!FM8J+WW6eu0
zp($^e8XC`eT7gRM7DSsR=P*6jR>>%-Z~%H*Q`F3oNKy#t>ESt$Vlm%*=OY{BV*)#>
zcqLdnlZ-$y9t@7sK^Yx}{A3oS*cy$*1t-YVMkOgXr4I39<|t#E29M=_qyF<u>*eX{
zg(vdbwVfguN))Y<F0DAtCrBft0re}4sP$m$_nuU1drKy<t606;e=?JD)9#C<D~Ljs
zE(9_KSZ@Vh;;B;6OerfUGI-1p<d425ZqeQ`Amkp{<27g0cl!d%mTR?ryQ+H8O;F-l
zd=VWr6r`3a5=IIhX~3z1BZ^dmnl?`K8V}V~M}R4bMGTcuxkKV8eCrscp>3&ct+h0?
z9+jbKC|U@RP^78~R5l=hagn$b<n1SNM`Al}2{W9T9}^}ylAoLluTQtFbcUMN9Z2Xk
zkJ7boy1_?5DXw9MgG549KAxVO_2j6jMDan|9#ZN_U9#nO(G}`#)qNe+BI#>W>FHBU
zF;W(lp|=5W8j9-bWVEEW{nC=PDHC8HqOeZodZ*j!p9MwQBQ&04)*5cVm=VMxe^6i@
zq~ard8515PjA8!(s7_2z>)*-8ZrgI5e<!trOe(g_n`WuE$5JaS7aDq`t+)gb%Zg>?
ztb!#BA>t2p0n~WTu8O+dP`X=%6-@<7N$aPprgoY1K_l}v@>^IW$O<ETWME=aq~-{&
zM2j9rBjFS%9EdS)Nh8U~0(%b!xA=p+VDSEDG5U-S=U^iMjPDpcQ<(#Q@W}J#Phd9&
z3GSqJ+9zluz@GbW222CL5-e1i@;)*%jP@jFG9&H6^Ye@dnHxmT+vH&8BM=54Mnry{
zwvPTrc9M4D<*G``hM%comZ|0`n=aJ8(+;@JJ3+>p_aAWxS{iLGzQaXs6erwyl*n6&
z>Ov??cY`w-+!@|T86T!ko*e$9c$xE@VD^kj8w|z5DJ8#k%E~%$V4*HNUU5=|tNu!n
zx|a}S1Rr$`gso``AO)!jgFuvZRDENvV0$ckET($Kex<=sa@Zgz>2R_MQA=>NBHY1)
z89%ub@^SiPNX%}~ha6H++En7#32g`pTGpiy07?KVQ6>NYZg32d#a60QP8=zwVSPn@
z+NwgIQ)o~rAC##y>QY8hw<*u(C159|JrNak2vdt`)iPZP3l!i}r9mPfp^k)%6M&dk
zQl~0BAr+NHQkPQ0?HX59+8zn4DWe6KdQ{tq`l8&S#FVWBVQH5HqE8WVmRfhARgF4{
za4mGGang{Jf&<8<O2dkdl9iZDsKE(JtmMHbxiKdae8+s?@A23obKB(LX9i>mozI=Y
z%<zO{UR}5)kxIo`c@FhD?Nvi1iiS&U^fsD0dUoBXSamfEao^$(g|y=>r422WJp3N4
zQ;mBmW|4;A7;2re>bg{=1NAR^wOK2LBs`R<At)#zDG9O$c0G>JHWRqc(Vp@|@fj!J
z{{XAL+202{=Q08jc~MzaSmIr)s;H}VEwxUUDjsq5hH2VEH0*^qwWu`9NkdIG4?|5Q
z4Yrh_DI8mMV-g_#k=Rc2i2F}+PYcf5nA?8wfCw0z5t#hF;tu5Z1LjDQCO&cwa}XrQ
z2t>9Y0!+d2_CNT^$Hrihz(_L^cE@o(Nga$B-Vc&^jOPTBb_PaCorlax-yA9al6O1j
zc_i)Jo#YrII6@>(kCER$1m^-iK-+oX5H^BmVe(AoN60>N93Wx=j{8TSFf%3$Zcg41
zDUmQB>}MP8nE1gRjDRqQU34Nu&J2X^F*yUwACAI1N!aSiAkHxn20Rd$6Bv_#V2<1^
z<2}az0B?Y2^!*MvjQ5j>k&HkGwr768NQ2{qBB*glP*N07q?D8?B!wj8f)osb6_8K)
z!?xUJo79(dHq$RuqU6IWciX1A(^K79Y(MT7eYDp!`D86mJm*^qX=r)H)U@IsA>n|M
zVn=uoNFrinci5TO#z5PHsEN);f02@LkID|iCO+IMMn;iyAaduY9W=@_u2<S>y`fWO
zZjoN$FF$IkscBBOr8uMi02QuXa|v2{f)W_|W(!QVfZALxJgEH@s;8*ZUA={>pf=q-
z&Y5)3%7E#0RdmLsiAu>rg2M?ZPq>_@wwxq`jFGsB*Z>55qrZ74AWFtS?dE>q{6GpA
z&c-vvuP-mFKN`f}!>+Q7yOw*JP}9hxa-oNV-qX}&6>Y3Cw4uW^<-(4I6!m+dAIy~i
z0>C)3t?)7ZAS-YLj~I#hJSJXsg@;&m##}^{xZ8_uX^>KSRF0JbM5L6fASfId<6@(_
zU+aKvG{*djW&<S^mb6`$PfFNqHjz@M9IT~nv@p|cshWmL7;ovqlTKFBmgDdGzA=1v
zaQ(b(zdYkzC&p(Vre}N|u|GM_3#+yX@$x)Rd5FQD-Q$sH^t}V6ru7-6(vwQMl+`(P
zZD_7-W2GGwXZVdnZnjERq&NATK~rgIu%tNMcJ${ilGQ?nyng2T8Cuw;YRyq)LYC50
zq8C+j4>Ipm2HR<%mmG0P0s@q@U6a6bPzT76eVnTjqPo`EB=DsO6z7&#F~(9LPBz<Z
zpcxo|K`;pOzZX>0Rn>)QqNJ*<Q%Uz66x8oNTR;kxxEe~z5dfa0KoCb`8<j(jTN+dJ
z8YYP};*~8_R@JG^OGXy3;*nI%YinH%D~^VrS_5u43KFHJP>!Lm)oPtVS?vdIbqEbI
zDUzB}nlbDc9@2#x7)z*;C)^GkNs?saZTz=;Y3_yhdquBH(xcmI#mDwi=*m##bC&Bv
zPBredtDVl0oo=M1)daUphh3~vlo?PZH2n>&O(n&)r|JF5NvG4SC8br|tE-EY?kUDC
zv}j}L>T(c;RM#vATb`0u(*{yh07*#d*9kk1lQKy?%;4{lfjfP`Ph&X)$c&u+vPAe2
zJDvdW^S<rY@cprGYx1UfjRw5P%S%Sco6WYAHfXf<54ss!F1>Sk`<k6ADoA)TRZU9E
zsY=0=uzx#gC@2L<Rjay&^y_S~{6e9Ym}}|UZj`2t0hNUk(uE>f4j}a?e|%P9MLQJ(
zgalwoCNq(+BLMDpGmXFyH{d2BCm<0LW8;0v#%6W~4+@^GyY9aJF+iogr%QuzQ_A!g
zp*jhZ-yUWM^~n?8%%8UoduC*OVoV7D06>ql$6*xaG2<I3;A0;mAf1LrFgOgsoX2ec
z072eFPUCzCo)FzoDdcqJ&Zm8AaTDs>_4&yi$M}MG$rFwg&u{f$nG$Dy{{YNE?FWd?
z26HAvjC}m(1nx+ZXB;Wa<o5BLc0I_Gxr~hB5E<oBQJ($VuS!=Vz(mRUn4aT#?nK7J
z&&DH#)!uw|`$h!d>^y_u@c>AJB>tjDZ0E%N;z$G%T%PA3M@aBs83ImlPW`uuC{x=(
zoiqma;yiP#KB?L!WMqMfjk08k-eO}MJc!I}2<%LJ_$T)`;u9Y~GvG!DktclSFmb?g
zWEnj|37@$;`2>7{jPQWdKy9X0+%vt;I_@%)n2c<8F(<ZjjmG`E%j%BaBmusAlaClU
z8~5Uv!QOjqlM^$UFhC?p#B4FZPB+QlVn$Bg<L|VHILa-F0=38sTk%H&kg2}_bBUF0
zw~6nxjizztFa&(5!~wTsfJC419z;)=F&~0SANGkKCv1Xyz?hUt^CJVc{$$UQKPDuB
zltGvu?3?N>LG8<SrYF=yOye*NV9ak32Pgeg1dY4m2pf*)8xw#(q2ip*agmSKK6W!X
z!IDhv!<@t%z&**H(X_$X%m|F|g(*Q{mVf(mue@$LWWhWB`2q=y?Ya5D?strxE$;6^
z-?c|`uBWCBCBsbBQ^J)?N$N_MOjq>oDI}Bq<7CQ++=6JEZEJ3@)k_MXHAzd1xo}U>
zG^UH5(RevfmeRI@ih`EdUQ(bWp+Hn^i(@qpH(gls?Y4p&RjH)BAA76<*?zH9p37-K
zTK)Fv>blBO+FR&wywU=e@U4!dU*ISQGiv9NtZQ9WQ<qzHmiFyh5Zjek8)FKqWwex^
z_@ngUfljg#pdBr^sandyiH<!&{58K0JstRv+<D<j?>V&Rrqpt4MA`KvEk>g@-9bmJ
zE>}ujS6Jmcjox)$o4Q(THj8$VxZX8ZsJ2k*DortN2zKFa0;YgH<l<{-m~yPr&@!f;
zE+(AZNUy1-X;IJviA5zNuc0DK=7j{To|GUfr;BA)RF+i7)I0R*SGc-h;*(5Q)KpYy
z(o)DNQIx_l7$P{@Vhqj9N<7Sr@6Gc|*zTu28L7VHrNk*`(cUR-&hfOZswqQfZ)|$W
z5mP{*r6jCsouZo7l)85k2&L<o0@1&{qpZd2QYba8mZSKJ3y&tW8ZY7HIZG8O4?OvG
z;!ABHvclXcDn8Ow%AWM6@fGxS=*QDF7a}gckbO=$>e`!_mc3<JuPLZ%tS&1@xn-!+
zbb4#*8q<jt*4MQ)MSi7pSuTnGF-u2bqpom$1>%aa{{SQuqJJ?Yl^Ibd^G;<-Gr1(F
zl1@hFZYnhU)b1hX9(9+SGTW@Urkp{@B@Q7;QWX=FnLpzmmU-E!DTGcw!&2S<0Dmaj
zSu9TX%>*~!sc2iN^mUH)uI0p4M1}1pfKl{R2n3Lwl^WF~6xM(cE-0T{F+w#lm#BW{
zYN@MW(W=br{b_cQbdEOrEjjs1O}So|tJ-h!k<w}uvQsK5P?3jH%9NtD6{wO_qGYK`
zCRC!SlO(E1+~jW?5;c~i`d6smxj9)&Qt}?EYT(Ni#-+qcN54~4)3s^}N{UoH^p!XH
z1OSkmmvtqcv_7krleH=3(>BE_?GHU<W|_viLaLmnrw^v7_h5%Z%MI+N(AtX1_nmdV
zAOsw@4_BH^>rQq3gHe)uorDdB-!KGY@7vE3>M=9iiI2BoBOT9SCJEziYLi4(Hqu+X
zUaZfhlB$O;cJ{7RuRH^)4O0tZko#y+45zL1Dhk%3AtQ=xX!^^8Y%0-nvt3`SeQmLB
zrnolM&!r@Excx0+Y12-J0)dw*FrZr`xzd#>$9Fq?4=w%yrED!qi~cRar6?)oo^h%i
zkY-Q)!S4lIL`1~K+*hKcsJPZrTj<&^Ro7J0(bBWl+kWjuQ^;kOx|~`YPg|}fJ#ILL
z(>+UCQk4<Q{F--7Xijf(`&RRJLDuU|TWLLMWV`EqCYom*r_~mFO;Rounp9M!NugTr
zt<xKCO+`v+VxeDFp-z|M&_7d-`eF6`_=WPXMfxb^J<HQJfagVbFS%=I(k^n>P3d+m
z8s}Hssy>rcy`%I!@~+Q8Yp$-;7O{F&zPT2=4T|2X>vdgKnvS2NjhLTQw8&+0uZdA7
zGdA`kM44G{M%b$>NLPGTw3RrJlx&otUbRROnp06-pia_2PNbS%xmuJLsjm@TH}Mwy
zIR~IScc<F+dFiG3;LkmDZPQnmbiIN5LwY$jwlw7<w%dhOHSbi|E{Lhrb(*@#YPj0<
z8?RgwqwaN8mU|lgx>enJtn{zwyOds&ITy_yOnRt1)b%5)>NJ%<IXNlyT27vumlXF6
z8*;DI6@rBoO=_f6(rT70_S$M>qV-7aCCa+4qPE=4H3BPh{<M7w^0UwntlmR%ADJBK
zrRMi2wKDlp%)Vpa^xZPqUB8w3w^)mIpmbZUnu?VS-D@<pn)P39rejoF>+3BGvfbOe
zTWIfA>Xt130269&!qU%h<<*z)*sa$W)(~#*b58fFhP-y)^$js^{s%*0spbVOzT)Uh
zwYO?(i?+%)Emd_E)~YG%YUw|RRn~R+DcOmk*~F(2#jym;iJ8^na=24cxP08c(#uTZ
zVMF{1h*Dc&4J9r-v?XMUs79$uM|tX@6rw^3s-S9`sUMVT1#4kj2=lX)dhVN*+}7o<
zGV3(m4zi}@-n`Np<;@{=tgE-$wL)~A{@;EYe(PCpiu!9^;ZzBrxjR6%t3?$}N72;N
zRF<k6?H}S3>t3VR->3(DKv(jwPx6ZGS*0yHa^t4-z1??vMQu&8y6ar+_`dy`(N+9b
z>r;2Cdg$~208+ZQ;qvHNbFWC`@1q}6{O07xH9bx8hn3E2eo}gRT~*7P`i-lejBz?b
zmc?gdRMywmX#Godr@LyqO(mDzx?UNvShXcB1*VF+r%=;UTY6Ui0A;@uFI3)&y-nQt
zA6e+b(*3{F1&>2$nyojlEHwHrLTQTqPk9X3YHim_`=*L=t$L|e=iR^A+SJ;Ly?UQf
zQ_|C3FVyr^RZP&*a&9h7>~c-UWlZeT4bDl-&r8iAP2m8yFEi-#vcc-1$?7y&t157W
z1r;T-g)0CQ8#PwQI|>OP`t+bA8h$MeZUEOf*Gu1qzx*8CKSRuq_(y-VUf0wczOMfO
zbI<Je`>1=uywU#v1^&r<pYB?JhJOkA@2dVZP51cMy&81+xjsmY0r5Sjc#LB+jnp`Y
zQIG}*CMV8vBR(L&kT;$^L!)o-$ZPP%yggdhyR7_4D)mhYEj4I&RnqATJ+7CUvsFO4
z0jQnQcRNMTlWx>jRNkJ`>{hd@8njv{S4ibG(yIBmBw-Xk_qHT)EL|xVGp0n&kSpsJ
z#HJN1-IW?`214ip%7BSYtcnw|jP9DyCYgOF6<!-z9E@?Nu0O<c)HmV`?<pSV<v%am
zf0Fuc<EFH&UX0Uq_M5GJHRg{?(_StbuJ?MrYCG<txm>F>r7hvZS#lQoE4|M8{i1^0
z#nswm^j3o7UumzQy4q{&EtgAWWj)5(a<^2yMPF{OqkR=Lb+lD<>uREsvW}&;>M5!i
zbq_H6ZMxHlS`wkz{%?9D^)<+DMDkPAk2QI0{*&bgs9IE3@~ctRUv%YFUHX!))Qv%C
ztE$t~H(HHBWv0LB^`id(VSevzqiX4CTXnR`ExONNRA&YW+ygKSZ<vFO%wUa%>f>7s
zZwzWl3}If0=nSp)P~4)MT)S>1<%x#9LZpSJV7eVmY8)#I8&!y~y47Tr0u5DK(1e7O
zT4{XfZJ~{~SZnQb%v-W`2QW33tJhc5QZsHv>se|mzNfpQf|<vhr=k}d-CcEHqo;DF
zp={G7?`5YSd1!3~#g%Ha6WHS-e3`-iUm45-H!;T}>RwE9hec?OAI!~T%6?_(K3nq(
z-#QDJ8ka)qn+}NA2AL{dK++nr>1(91YHz1PRHx07zO=LwR_90x<BduCVj^d;IgjS-
za&k7>PaC#N1pqKxEg?#5cSR)$QWOxR4T^wJw3MkfDNrDagG^0Hy>4o2pW;y7^f})!
zLA|5tlb^qhx1}#v{)@Sp${$c3iL5j}q^bFC$1lA<^D|3mj#z5DHi|_xEj2X-b9$ck
zbhfPJnr#&<Raer`a_djk+MRCeQD|b>YNMxd>xazj;F3@H5d_W;-zE-5+2dlgX$?tx
zPhGmxP`YC)HMI#8bSZ2ntxGj^DrJQw36(51wX7rvK`Kg4Wa(QK1FSQ5)l^j#Yk3VD
zZk}c9qrFS~p|e~9DOq(6DF|8%ZZD`f5S8?Tc<d_$!|*0%8jwSb%e?ob7My+8TV+AC
zAf<rnlv_dA3n)n-tx8sAGFysuN!uYx00BTMMSurn4_KR4*B7mC+V4f)sd=Nz9(Qs=
z(RB3%&rV+QUeT`fqP2aSmfG`HTAN;#wrYAUO;t-zrtLK@TW>W>xZ9|zXlZNhHNe+U
z+JZs_wt-Z=;`~54GwDm3Ua4<7v(q(hr#ziro3bLR^>U)BvfcHrxN^SjTd1$gqq|!z
z_Zn&kDXOisG^?qx*sBU?`d4r0WIq1@TzNss-9MwPl$TenC{CfMYu$3Lw5F!Ak+sQf
zgsjU<x*91p29>r)SuK>5qE*k$Q?im2wSZ+Q5`Q2hl%+8eNhART6)1>;K;z>70F@t?
z2iMvuhI<Dv?1K_*OkvX)vn9X##oqlz*{L?tf{=q!hGv~ExZ(<5X|`3cv+sS7`8JnK
zn-iU(Xg>SF52Ft?OKc%YLXe50Wi8Z{g%*%dgc7FQ?`ohiJejv#`3rod)qI)0YED;b
zs(Ko$YBgSj)R(<4sue+B{{WMek7^q&!iMco#X?G(ahGb;*R)i~KxC=DHm9lTE;W@m
z8;kW7_4UuaS6y9J>ffxbt9`{eQCC#+g-+B}RXnF1sH%9a>W7xMU2$%yOE*-_HX|vR
zfu9CE5+eYDJK{-$o~LED<!cElMD&QldwyfxL%=7dPx<j5Gh(>zDT+S1oJxLjeqm&l
zJv%b|)2bxYlH==I$vXPfuJcNI<enQRCXk6qNqJNRgoMkm+b9W6LXD*$fuKHF#v!{q
zK_PE{c8QLFKfGT_@vssJ9Yc5}0|e22l9CjL>00T)DpFG7q<pGkb0Gi%K)@5mVdqPW
zF|d#~f!h!caWk=lws@qLq{I&Ud_bJe*#z$=ZHF8{aduLatt<%ud276!xmGu2DaZj$
z<XrXVzBZp+pN4L}<bIsxUGJIS*veXtY}xO6heTKDJCnDcZ906}S6yz@l$Dl?TA6Wl
zdXmRnkw&_NIZJa5w{U9XOJ7Mz;J&fb7rhmHud!+?YfRh{dYO4Gt*U3(QHHB6{{T*=
zDVD>5CMBf?)$TUyX?ZG2efHLR_n3UfMVRvgUF$t|G~KZlO*{Rt)c3th{07d^Pq%8a
ze;Ti@HoIef+6pc7KE*0}5D>`e3FD^Tp*d?wtn_8g_9&9}pt91`+$^rNg#A;Fu#a)e
zdKJ`?rt46TXQgXPNO-jJ)Sqb2(*FP?A1%{eo5p3Z3{m;1p2*I-Eh@;Ke9TQ?Znzt3
z(ph~#6C>X#N|==(rM3uiUuDLYhy0th{eT#*7`#EDES!E_FFf+)8T4svNdanFSzA?E
z69JHfHuZL#bP(^T;!9pvAka9vL@ZTPBl4!X^eKwvsQarW>N-*=5`dOU6ZFp3xK`p+
zrBybE0vq~${{ScA-==*!a=X@F;x~EMbnZ9Foe_NHig`P6xY~539=tEvExgR9aou5B
z^?gOY;QQKZ=xnyydmYV(jV;pP>lKgD(u;r32d3^qYtK~t?d9(vxnOLq>+WY=AF}C`
z>U#IA)_<>J({Q{N?ltXFSGz)m(_5+=ONyj(rlhuq187p+M#bv4(?2u47kY)}N2b1O
z)oJH>hs!F9O$G9|MO~{d+GgWPs`QncR@y6Uw<^nZmg4=k@ujsrwy8{9tv1VpDXe;e
z=WeE}YNnYVZ)39ZxZJzFp83J4X^FNOoPCglyzAIwQ%xoE5LDWb)5@g3q#;3VEn!IY
zlSujH1x+6GqM<6KNuWyXe<q}i=~5^ta*oMq?nwH?{6TsB&aYAan>jCd*4mXE$sE?c
zTeNfbE1Gm|%T-<Ox{}dO*uCACO?Eb_t755DO!0QUtw^JGrpZi;iYVH|`sn;fy-IrY
zrR7GR^#?_uC>-QvzWZRYjTNNs8e+QO{mQDHHI+K0n}zc3h1}?wx6)deX4Oq$p>Cd(
zDyrQ5#Z?urdKdUz`gQdwS?IUa=cx}){<zun<ymB?sk2`>H*3%~Jx_k;5-2V0qK?;D
zcD(AkCE8i96_r+<Cf&bGU7ow%>n^s}9i|CG+<E^1%zr?hrTHJuKTmcqR=QfhLup@9
znu|*6YE4y3t2Djhj_0JcEp4Xjt#9bK+N<vNdp4lcR?EFzRmRh(n5V98xq(u}rs-#X
zlBTzhmYu?!#%36pUJ|D;D$8LA2$@DJE>R+t;tf`5C~jnTB??KAQ>a5g_sR<%u4F7A
z5S5Va)=5c01zx4WBwoKuGfkTiBhJYnL5|y;cJl<}5`Rs><LP(PSK=?|?^}Kv{I~ok
z`HiME-jlB8cQLePo7cR{YM)NqbcGVGeBiKiDUDv`#-8OxaG<2O>KlEQ%XeMC)GDUk
zL2$j))?3)EZl2Zd=O;hO^!zPuoVL|<G&db%&7)FXt8bf+>dic9EVk<U2K6<udM>w3
zX{&cFE*7dgUDbz^b*;2&<(5{4u6H*Xrlq2x^EcH-p!^{{By!)CUW}~PJ8v{~WiK!}
zXI#Hf<4frKy)Cyx>0W1P2YI7l)OyOtQ*EiK)%QDp_R5upShd^q)tgYiS*h>Ws(ZDO
zyA|`U&vv5;?K-68C2-t&Vd;7HXQf@2N24i)u$Ao3nk~wrRYa@NW&>_GQdApJNUpkN
z-j_&mYHcZX1Pg<-ld=kJkUKO{0)ty;$lkwy7S3z_75832dNcHqaOKxHIY*#5Ii{;v
z=1#I^=d3Sx2WalMt2G{rR<EGEGp6o>(`cZls??6!=&SB1{xM)?n*C&{rMp?z@|Egy
z)L$}vZ+e*4y#D5o@ET5F^LqQHDXvXeXcud+TbZ+1H2#CrbaZrn<x}FG*{5t4YDel_
zTlIC$(>+~KrPV&U{Q|j9>L>81{7HGl_olvI^5;wQx!zXjSG8R(vZT;!qO@A<mg;(b
zSPFY>-oA#0=qVY~wN&~}mf-T(xl`M94JAE^x?;Ajblny8Pw7+qoj*(*)Mu4^>gCfM
zxaI|~_%-E?A!*cH^10PiGgiZQ3q@^JH8!HWJ$9nFGgv8|qIFd^TH1;_nkVR2Q%P1h
z;rlz<3_k{2ZA^As89k(2i4#xC$);x!eTN)N>UL$7E?sRlwf71M2-(_AEE0mOrW$e7
zh5AEEXb_a7lSFKQ0zsik*%biP*5dKz+uFaKzk&Y%q)VS5x%J3yP4jVnsq6J-pymFv
zqPf{F@7UR(x7r@I{{UzxH4dB9l-H|cZhbqCSq%oCthB$W>n?UX@~(CiD(%9axtHtn
z@do@pv=^_gc-uJzX7usMx;t%~ODmW6I;Z)CUcE)E>3L6ETXePy#Z8e7Kdhe8R2O@B
zeBLah>R(M2HATMjXJ1U(=dUC=llX?Jr`1Nb)x5;?Kc~61%sZ7%m(>p68+wzLw;Ns3
z*KM%rYYvG;jr})V(_g{aqM^|VuzwGFiOY?WrHhbix&99Ilg_SLHO#JTa--2VGI_^u
z^f{>R_M5(!<o>AD8s$1BmHJo3@s!hP9bKt!wRK9dUTUhIw_kN4f3(flRNfRS1vP4&
ztL+k4JITZ(CKV{q$6Rr&V-dzzhs>EJOT4o!HHS+T&7VQU*CpK~j_qv}p>8Q5N+4~^
zgJnP{_hZyUVL&S&Ld}NKcB@O?pbhcQc89+Vw*LSOd({m^4eF=y7P{T*Yqab2pW1gU
zw6>d8u+xU@o3%|HOL|(=!t@JTqOVBOAxvB@ce+bccSh>kuDDX%dDqlGtd3*)yZk@7
z8|ep@K8Q7KoBhBY(iZ#oF*L4$cT(IhG&*lbTJ+7Hp&!EZ!N1xoF4VeUt6N>oRcH2v
z>pqxv_gvjd7-FL#_yc-B<gcpFQTm#%nb$k=HIF7)(%j4CW{|Yj+L&XQ*E<c)s<Qt8
zrfxL%n>EhcQD{xRo{@{v-wp<;uGGs~Y1>N0XSTksKNt>X>5YA^JwEzF^ew2lf9u;%
z&{WuYsiyAyxYL@OR8i=`ZKJs9``xoq=o+@Jcl#i-Y6~8;wlPr4Xh6GI>xyX`X6;E;
zv&7~-9~v?ek~3J$^n~*9u`!C`OO}+v+?#ErBr`;WoH3?JKqNZctipm83fw>%jiYIh
z;*=XnPj(W9%8Q#cCb|XIhLr??kODq!eNnskWY>BI^s`;**j*U)+STIAOX^C7m7Zo%
zY3dz5tu3nm0F2XBGprESj=EPjs;RWYx_0lN9=p^VYxlObmECm@SQ!xfFmB(8TbJHy
zXkWv<-9b-VuJrvqA2XY`+pH+FTxhNI_cLWx&i$#VoU_tiEY!94^QRkjxr+81y<c3n
zu<C1TR6NVnntM`NH9hlA->h}Eol9%D*Hd0>OQ20PU9z>8RBGv6prm1@X#Sm2g)qwu
zvcOM6ZM1}?3H=Da1nyz_VYdDnH*Rxj{S~J<O{#e<qbfOT&wgURMQyQPwQa|i`XYx`
z+%-xr?9x@$RNHD_)Z&WORJv-Xs%}<eM)fnbmX@t_T!(5VSK02*EiFqs+5tU0qTkNW
zB6?kw%(`ZoZPbw2c3HKK=0%qMWRS?)v2rkB9s9%9OIs)=sr5+-NCc0`Q57WWYh37j
zp?97d2i2G1CC;u$`q$<Kmy&$O^fy&;rO^DG&>DfOBYO7j%N|`gIbotItZ(Vt#XYsU
zy-4zOH4|D^`G3<oX4g{Cw%T;vCA!+p4~G7f{{RiHc=ONIf2RKcPMposTDOyy-hDky
zsOfLog4WHl=~K%)b(Zm~^-cc(Owiqy(^a=h4JW6r)h*Fgpelmk<*J(NO5H`;*F|yZ
z_cVE}SImBDYffg}Xe{?j=CRdxolAMC`Ufp`n(C{i$yJVj4zbWbN^DdCGfzcK#Y*lJ
zw51_c=D8-QcRSU8;?e6P))utn_c1w(tL%D5TJkQNRnzk8Q1YhTcF{GqhjpuVhP4%P
z5S#VNj-KmU#g>MhS4(9*y0KKK`d6KHovLP7-pXK@t`dovd?CqZnZ-=>+v;?vH-k^R
zCV;}EWx`Zuns*Q`Ju%<7g(a|rpc+yzD@w>K3aU0zkwN%G?G3G?ZIx`(W`O#@lS{_Q
z_^$dU<Zt2m>Wv(L<%cu%e>SP@+_=(OmsP7$wPm*6w8pd4byu3z>3frwt9>my)QZuk
zMrv9*%1Sa_Z&N))YK2v{p(x{zM*jebcc_0tcK&Bt`2$1CstQhRTIj6Wuxh<CTd7p#
z6}cBisD6{&zEQBnOD$e&!?j+*+^s666=mjW7-bxf>s!$trR86zeoA`P*B+|0*QhO9
z>W<-Muew;M>MAb!&rUyl(p7q)Roc%{R%%PVO=I-zP_t)hoKRCBx}qAXVViq&)iC@p
z>pu(YW}xPs&+#<V+Q(99#wj$5e5jz(w~k>_Q@wO?I;p)}#ro6B3hOSYs$onyrmL;j
zMBlBnHu}qJluy&##o2AsY9aYoyDwSP%=W1=$!=bG67oA!7=+}s%Wb{f$vx=dUDU#M
z(g{j?wzl?`Q?zl}P<zy)H9J5R0F<PFK&aZKK>+XZq<M7pOZ7DlRaCz1MNLDiefpY(
zsrR3G)v3o_dB=*><Bly#Qr6;@rIkvGx{2e_UrBs}^;`I?bCREs6kP7C)Vh~R^7`kj
z?KRx<<{kd^OK#JeL;EeH+OgPbFEuxt!-j^2=V_(2Y3n<0F>SL^R#dS?OKqU8eV+5&
zbw}adrGF96PTbq{hsd61^N-RcuT9m~Yu-@Pa?4U`s*P8vn5NY>*X{1uH5~;-W}u*E
zy^BVnO_uom>VmSm!p$nEXl<41tVa~r^N#(?FU9Vkn%<AOHO>xB+bgxMldNac<rR|g
zp!tVx(QMdk*1dC~?-q2fs<6{)6k0AfyM>WzJyn+$Y>&53e7B@hpT;Jq8E{GA>yexo
zBlwJ*-YDBC60<?h=~7cN>R)`r+bBzmHSRVFQe3J)IVA~61gmK~VJZo)tePb41ybVV
zQ|SXyOrz;b@Wtf+0H>c%-j{21*E%`%uJt#n{WYmI?xN=2mD4=U)Ov#HXuk6Q0A1A6
zX{2d;Rb6ey%(t!fdmfvqw^cOlJ9XC<?yc9h%Bb}f6(1J*&isD;7-(&2%zIXX<cs>(
z)CVT$>-6s@wf>>gbhk}4Y1OE4&#Pjhnz_q0!p7B_q@lz+LMs-HLWhEyLpG{qR(4<3
zUbeORApA->0qg5rX>CWPeLwRv)0NND*FO1!ZRN?j*fdS!`$>1^K8(9-6i{6#>+CwO
zRNd<nryRXIOQ`NF&{?f^Y8uxYxZG^FkBXnfx0w8!=P#~)e{%=Z!&J3gs@6Kjn(d`7
zR`gy~QK>2})|+L*^LeUf@=d|Jjl)t_U0eD=OG+u)YMPa8R8=<p!n4kMHG|7`rxaBF
zCd}*7({dj;hnjb~lxB2JmZtExREE-0TS(YUuvpuXDeoHy*iqg*>X|@k8wgTV5kinu
zK)7%f)YR7G05+{kgBp)9Jz8FQ>FYWF09PF2)7HAWon6e`Ev)&Aq_ph|Pg<^ee%vhf
z%}1wgR2Qe*WU+YDcKW+}Y*$r#VRef4YMUgyIV15P^%dz))Q37W-mCO^>EwEB<z1(j
zx@yf|qQ#3!X{B6soi!U&*Xz=)IyScBXIN7-mg{<NZ&w?(rur3X3*{XJ-s4!(y!dse
zY29^)nsJxeaZI|)s4cwHt*D`GINE?)Yi(&#7KH?@3kphrA~=g^Th1YtTU)NWv^LvK
zAx=2si&sJ$Lud+8*0sV=l!B!wfChN>B;k^6%t*|%9B<Gi6(=myZn&9b%apd1rA&ne
z-6%>DmXx%uP1Nj=O-CG7XhHRYh*GMQl@n{$maf&n&X=}cg8mv_sCfzL6V#<AIDJKO
zNv?fpYi5$aP+Ig_^!AI?E>i0X<<Pff)J(Ci8&$fQR*G?SQ*W~8zTH#Q&otWJVTy`d
z@5Ia2_MP?d>MgEqXnsvwc_X82x<1dLw8n|Hy=tkddY0Q+aJWBtyq!N|)7F=7H(Q0;
zrNu2a`rDHfP0(5&zTEBBt4lNw*XQB<=b@Il9`NUOj^|@M=Fzp<wQlIkQK4%^IZBH%
znbZ1##NRJS{xeXUqsmn}jUj0?4=E^k75hBH=)>_oSEb)ZKBc`H9!lx$d;a;VyVbbs
zN~+67oVe*aU00;&G+jk$xU+0c&hdBCs7*$q(KUCg({wsVQMXNUqE$K`xOH%@HzzXd
z9jn2l*Ne`$+j0$UPQN14a(<Font8TnP#Q|vql#EtDRtzdWw#Twl63)93o9WB6;bs<
zj?hX<ML{NpyX{)$BguMug?%biic0FLRIHMuQ`9=jNhl~KX>CXZmei)yOv(vN5J=+v
zI)>z<Oe%#P#T2DJ+cyddI<BOGrF1RjvMQE^DMfB1J_Cd#udE~l`c?Rp`fK!4>CWHj
zmA^=Sq3!(qy7L2;wfdi&!qu(xHoT_MT8%7eRN8G-HTojr>sDK}ZB16E`t31ywA*eL
zw(ZofnwsHoRV}a1?pfJ1&Zp*2FSO>hz5f7Z^lqWo8dAxtbuZLXQvU#F^u^lyK|y}L
z8k*+bqNWy$T}54gzgE+<to=W^P=&IUr1P>^gA=kSpJfvWVQG0m53u7;fWxb4V6xy!
z#Y<`}ihAfNT51$4rcto1le1B+LWNGwMxxi$)JHh_Q}t7*y(9X8(4M3;E{V}My>-ia
z`unDswrW~B%B?1<+m){4Vy!oOLTZc8G;G&vixe(d>+Cl>UC7Yht=CF=`WD=C*WFvp
z?^hg+^(V<6#@p3zrHU(`FS(znD45drCp8X@PLk#W`kR!Ry4|O(E?CiWx$6BDccQgh
zYxOppziO=zX(;YmUf+A5wdz&UQ&!h`v-pGhX!P~z@6?U2lpc@y?4MN{BIl#@y>mLd
zPuAMCO<UUP`Fp=wp3)Rg=^I@&mhVuydMg#q%Dp=6`jYK#)K<ExJEcpNs-vT~^+nIW
zUn<a=57FnVD$Z(YO()8lt3Ag_@{^ldO0Pq`XLj9etF!5wyLRjSrq26x_U%1+xLa&@
znr~v2b{oA}HI-Dg&OE*jVTo*I*$LTJBua5f7o_n6h$3oN6LSK21iHkdXj?Bbu=9yh
z%Yuys)NHt<tvZ6J+DR&^7LuKkou2VKAQe`iiUXB$*CU{M!sk|>^<nCZn>_l{Rtpy^
ztlZAM(ckEF8mpAL9U{{f3r(om7`iiIvd~tx!?x9is+qOh8>;Isi+vbUnQOQI0EVyP
zG0fjYx`F*EtDL)YAJR4AqWfRX&PCd2`G2b|T);Yl+h?OqI_WjFHPYWil8a>_trSVN
z);&n|(%V+*Dl1Yc`|J3Feiq!3=5HgtEP9aqD7j&I)f}Vd6%L`&+LGZ}tFP5srtN;y
z-%Vw)yI-UAJprnvyI-p;I-cuaaboFCr)uhIU3SN7(+pZ&w|Fn=Z_>{_eI9cuT%z>{
zq3SdiyI!8PYMOgn_X};wy3IX#a<z&JtsQNus<xH-S8DCI8Wj(54!2i9R@03D+ElD0
zCVM;DJSnUzyGk1FU6mM2>f25wDlql>BDR@RuS_*DEKrpPw!7xkrrj$J9iS<7r#8VP
z)GKTcQCn0tB9#X985$9L*SdO()<+|>7vgT8T6~xE??Yzv`)1aSYJCgHy6rVVq-iRx
zPUwYc>icc}-o<93u~J?x_o}<C{`f8T9YtiPxYoN*XZLLM^i*{FZ{j`p&U%OZNA%U3
zmm1qda^IGmtJB(sgH+nIwveN{T<>mQC}}RVD6G6{+ud`{)**EFLX|OZv{|W=X(?0~
zDm6x@$m)CL;*kkOHP+(8NNr4|mg{N~$Yn)7;|gRs?J1W!5$-ZlT3AR*(4YVrdMmZ!
zwd&e|XP~~g-2>GXi+0A{Lg{FkTAZk_s9n9PcUeOv<e|#<+=dbCweKOe*-Cjd_J0UW
z#Dwdzq4~@%Rhc;{sh1pi)>>wvDyp2=Q^cs3CKQtD&C1TWhg{iGK>#gPP)!9*sw@eh
zpr`}@23nrM^Xt*ys=r7S9I(}#^yOx#<vj;BZC6XzEidm~td&jb3w^Y)O>_Ec-7S2&
zs?}QEJ<5imR;#M**GKI4OLftzCv7)6I;xH%(;V#Q28g4((CE%+YwaS&psE#j_33?8
zdazaBT}3IPN^bWHRb?%8&Y8MmrjbQkQuP`Fl(euMSy1)|mVBxFME?LA?KMwXcGj9p
zUC?@8u+r%JW4HQ?7J+k5>4#`re%()MuxLF6RdUwX7TTuv(DllazWs3a9-*hYF0QFX
zpC>MSskB<#Q}-QAi%mNYDW~3fH1*8YxYLETuG;z+LZ?}HrAwz@(zvHvTTY=XM5$R}
zvm$X0$>J_yb2zk_PtFqZ9pc!R4=u+e!jm*R)TvA*3q9Z)P9<w?Av+*LKth06N~^G?
zQmU{7`nIt&0)~QuwFWp)0-_L*N|dgYfD}}sqX_{i1w}-V05dq>9DDca!|-y@I`8ne
z=I`Ps&)#q99#kgHr@4cA<rRwB)u!cZ)O8wG>0P0;^%knOuGd$2wyRb1QiVE7f!1zR
zt|h9(*VIwc(WaWd;p2NZJte289DhW+XRf-k0$jN24|S@=sX-u`7HWkGT2P!Rq&C=8
zhkBBdrC46MkIws+j82QWYu$BK%d3@et#3myt1fjqA=<RouH=`S(v)`>EQnio1sdjD
z{v47k6q=+f-%xbx;&QX|O-nZ;J?INW+`F?bhQq6NQL;<Y?QI>DEz%G+)Rm+pC=`;a
zgGx$C+d)v+Qc?<vXtEPSL2?pBc0m=WsnFxi^GE4LDH?8r`$2VR^#1@Hydr4YaXmmT
zhJ`&LU=TVTP(c_eb<~r_mwD7ToBQSawS7fei7G-Au9|j1>cbSs>0zJ}Nc@OOh##3s
znd8wvPYr$?cJD@BrkM3BL$4R>W~n-co6}`IEiW*rw5_U{s|J~^uwAZob_=swa;oQB
zsTtJPmnd~zk;`o*xoD_!>mRM6sj&H<AW!&`KoR`}sF@k>l6KdZn)H`u+w^I+JrVS?
z-b^#yH8WP*bH0>OQ7<r(qS<hSeh~`+Bm}6<iUg2B+7+>>O$eY?TdPgnX-@j`NAVZ+
z1;`&soc8o%p&QW7a)Z=0%H?y{4&SWTtA?qesJ&^5T_<_|%U3g~=xnxwb++2<PFB@D
zV7OeDQKzj5MRQb4)lt=SGJnyy5!m)0r-(3OI7L|b`2%wRe8-v0%=X}%3H@RYd%-dy
zH!^m_n2eZ{mX>m5));M<Cms*XtpbXD;Dk5cxKGkpZM3IrJ(P^did3Q#Q(90Y6I)ag
zE-PY5uNuVXbdLLPCVXHB_>4@B$AC|m9|S<(8<{x~IXRQuQ<;)7J9!>Qm^eF3oDKp{
z-UsY5cE``?4sbZ!oqulaE9}p8^Tdh@Zl+?j$X1ozZTGhtk_>GCjEn<29Bnu!c#hi;
z9Fv3KcOdRN<dSA1YzTwI0U+aWPuTCY<IH><K-}sP`^SS5_rM+YGcX7Q&Dma=RO?e}
zQ-7^*j5P;+1-Ot&;gP+KbQG*iV0ZhB$Iku1BjPrh;ZElUU`N}$gOQj9Wci64MD{b@
zWD_U+FeG{T>`5d1><NRJ6Oce644D3dFbt|Isoj?FC@DjoD_d{Y74x+XsbVY$rA0{3
z#DiK(s0?Jz1n2H@2Z0zl?VbsVFmbq%;}J995M=B&*hHTs<6{xkj7;}2orwDZ!9G0w
zqyzqs^uRsCO4^2ml5M9i4p+`El?@eI+fD;J_~)G>XE1!6Pm+Jb1F;bza5w_6a0!jP
z=Mr}AKbX!ul0+tZp5G7*;yVM8+Y^rr$=rer?jw08eSw_G5gAUvUBj2Mn*0c<;TVku
zT=M{Inpa<Eg((xB`6SGKhrq#ukbkFer*7j0e%l-azjK-G97N~0pOOZ9Pi?^c#BfR5
zxB?FQPwS5Ucfkafe*HL8ewx>gRHXwfj#+7R`-ZixB2&L}6B1`>6B|Jhj0rjJYkf=p
z&(r(wdmVj#!F7JuP{>!d717jAK`FuVcem=nnA|`H2n312Cw-?Pb_C;vwtrFI0MkG$
zzvd5PzINCRgmE~VWxVH1ua#}(TMNK4CsLh1*~@UuTb6)D!s-^`N4S<qM2?g)%OOLn
zsE0nC4J}e})TMQ$G7zDFDzxn<z1LAnwK5u7eX3fMOuulYUel%8mTTo9#U!}eT1j;Y
zDN5N=i=xU*d>y=E1o$M3{=JVG>pq{jUPG@mmg%kZ(rYfYixk%SU?pGP)GR{WF$ra^
zx0a}c36V{*9B3_CP<4F(%CM-X4Z^n`uPffh)z+dht%_#_M_TF-u#jllX_QoZt|`Qi
zZTCye7Ln~KXWnV5g0~We!w5>th}%)6n6}bW-1SXzZOlHOcAm{n3%BaFx=N5uGX1uw
zS#)&tzfiKEl1XlQ0_i66Xt1<cu+pNo=#{N2)K#cT(%6M1Dz#8Ng*Qx8lh^eX30vq?
z1OO5oI+aCDMO)5PRXpqOx}vupeQI@UQj8TXYbq*}7@TYX#4E?Eb*u*9KolFQauowH
zT?xI%3T=0b^R6<RU80hj&u4lfhJvMvx~jtoN>y~NWlN~3by$WSEw+^s5YUO^SALoL
zR|{1vJxuZ-7N2cwx}MOc))KHm>X8C--gvj(GCKkOf!lIpZ`Xb+Q`J>bx?iQJdYSTv
z8}}*QTP}M~Ahzl{+fo(K<7!eCkV;mC6f6*;lQTUJ$u}1~%>@QyShp0X3x2M2CY(vg
zTPj64h@GV8IK%)yuW!5=0LdSGje(c|L7Dg@<_I276&k8_zjT1gmh=Uw`gST-KRR3r
zLY`^WHnk`KryEjMq?I<ZP^F}_y5F!_`eqA-VP95PRquojsc)z11u;U29YoWYKPq}w
zKQ~pSDr_&iI@6ANUtetFO>0mqnFjaYU`1*!2KsUd8O|V$w*LSO>`dpdJOIe}m^(+F
z#6bgM26r(7i7iY@18H@ngAS=~w(%sKDF8K3(+M%qr7NjG%G;0ybTdlh{@Zn^VWQHN
z^%aaf*y}<H!(P=2ZZ37YLRxK6?e(Y^R>}gFl`IByr?Qvx9DTHlN>cTuDM4FQ6JRZ-
zrn$wpe}j@{2-x??06`}mhhUx!h`@}D<~v91GdmMM=AI;$l)kXq+93pGZnn@^m<0)V
zwxt6T0Chq9;U*?YrKwdq>cunPNQWD3%8=6iggWoJ?IBNe`)O02%iRc4<$lYhAp2_R
zm!%Gr9&{Dlb2*5FX=_k;`nqebnsAC>ALszi1ZD(yp65Pbn0s%$Nyz(W;7^G0CU}N-
z2fTMOU}rnd(e{i2cs9fnh{hy$gT56wf)9PLzEv5G4Q)fMX-bOcUKcPGuRW4;six1@
zpE~f6J^o1;C$Wz4pAsV?CutHpne2YsL}p+d$8WT8PI^fBJ4xOTk&g2|BeCF^nfm}X
zIX}8*1|mOG#GpI$I$V0ZZU6$g-y@+=8fG%K@JdE`)1J9xVr0yb6NnLkl1Afiymlfc
zcs|7MzuWy1AnZ;_IV8eIk^ni6JA<}91ZE`fJUQI_N7#(ddC3EO$tN6I5l&toiYRTV
z%AQ9k0Cdwr2+#lySKY`RVq0WPKs%i8JN}0|z>TCi2Ldtr;O{<r;~-;U1Bh&MwsQyi
z%*6LSIWxf^ZP?@F89$)xJ7*(22APwc>Md%MbA2to;)K9x1x`nG2dk}frtR?}K)}El
zGa`P#2qPo!x$VFYnKC3q9k&2LJ^P;?OhlgJum@ofV*_LJkvNe9fDm&L8^*wQ@J8qP
zb24+lajiiW=VQcYP1)O6XG>7(PF3}HWom8%E>oW8ARjTd3CCA}03t+u4haT#{=YMs
zl1z5a^9LM4NQ~_m9uLIqFa&^e=Z%X_>3g=Qt@=w_1z`n0Q&i#h>8TJ*b-d{U1Oo_9
zQ?5iH7*PSbqr+Nk(2+`4EV9#si6Vng4K1^>NZ)-lv{+j0b@!^qs4aAk)zv(p64Pl4
z>ByD1qB>h?0t=3;grEshfSx-8PS%*^6}6}9lHK1|)i6|qHWF6XP$}tUN)t&$457-B
zpQx%Sa3vi--L+1#`KS3&ZZ=yxZQS)E?1k3UtN;+=k_ug{QcqKDra`BmZ9w~f-Z-#V
z?zz|7h03z+SpCA`P`aABrIoz$%&44zl!5tMZ7BgQp)iKfkcQF#98+uOLI(0HPi_2d
zoJ{f*NF#YWxce;^_x(X~)VCL|mq*L5I-(HTN`*Z$Aj%l0N9Oj~KoB=8Q7$@EwJAp%
zPgzw=6ltnzDT?E))4bz7VKW_N3QtfOfO?`y2QqDE$?x89LBWDSgS=!2`@)=`8^}13
z2Y55v_t;?}UjtE|xmQf|r!1-><~L+Uw6c8ZduM!&L~J8c-qccRYemKuTuN^g)R&~8
zYjIAkNf%}-lAfm)<BJJQEpEJ}NqOG7XuLF9=&7>VYZjabmc?Zof>sux(`l}^FrreQ
zZe3|*EtAm>esP2f`;-3wx}4)6AMp4lMDS1akUPf5AZG-b9&${<;#BaZLGsziUpks|
z7s??SWu2&Pl5Qz`?xzvF=G&^Vth8!vRsR5$AulF|^3^&WKayNPthC&g(v&^Uq3*3c
zMG%zxYWG`g>E{;bRejox5RYLd*GXCeic}UVT}9fJNo_8Mfm<}LthD2b4D~XERA7mN
zj^Lf<dtgpPe1b+N1Q$LIFf+Uu@<w2o+~axR4wlm@aOF-Mt(78;DV3{w?gGamY(;d^
zqJun(O&hCuwsj4hlm^QQc^7(BRVBm)s3mS%#WM@1${rOpEVf)h6t2{uwzahB+p665
zY1^Z&cd1Q^du7(sa;R}g4G3k6eQit61(#b(WwzFr+$(L8w;OROz=P*8zJGB5k~2T+
z;Yf^}fMyQZ{kPr>=lt288iGN%;loVqK&i}IOqZ=`;6-U+Z~zy|w)SO^sJ7gx3%^xw
zt)=!HQ&0U(HA4lb0)Q>N9Bm=D0*XOOiWHNACML>ef28a&5r785XS8_Yqcv4j;X;}B
z*!Mt7iD}mw_Ywhwuc1S%Wl$9(^B*R10{wJ^A?l%4mfT^)CgV>{b4Xn?ZL-Q@;LTEf
zmf2~xLk3v(5*S-$uu@bSTHudnT7gOfl{r8QjcP#|*bSTBruk=2D`My3Bl^zZ1Cnu)
z0sfdpQ;8%-40oN*<G$UpPUdosU4!)KVe4(JYHTc~p}Iv;zM!Mk(z8P4D=s8V4z^UF
zlhY@qBvf*;%=<|n!Ri=zGE?qS-AY<<{{V3$y5lvJmC7g$bvBk8sbxV*ONx0w6fIr)
zQ+TFX=X;%Uv8~8d(%{rm_P5d0@6=aX9pe%S?*|jUPSd>nN7^HBR?-36&u;kaK_9&A
z0TY~Ytuo*q#eL?L!dp+ZQ*ENEX(X0|uBxevl{=|O3VldIE$%4$Z6~bz>MSv6p?aXR
zO{pzPLZ{ktv74;|m;K^V4yktcDVZfIQ{SGa+xAjYrvvIkD^m8R`gvRG-EA!j(CP+c
zP|$rFWuEMSwKp6PAWkDV_}&14xZfLr0B}goW;O@xB4S7ePBFCOely?MtD=;IQ=4sR
zS{-=_p}pDb94$7GwJpkaE7wy``4o~HsAY$yTlW3LDI(6M%X*_O3cE$lm)c2NrlNwW
zkkS&af~P&!+vz}9DN@w{C_$14;48<*qj1z3<aMq0n*kYCo-`RGYsk}HS&Vt?PTw<$
z6M_a~1dM!f8G++{r|x`+5GTBM$>DeN_a`LhcrzWw2Zc!CN!~>6LH+jxe2upgCxFhC
z$WwM(G_`uI3{Wq++y~^FW=|90Sf9_|G1%=RXn=N@*noHm%m5(nPI7#mx6g6B<{~o#
zefwj`1LPTr+qCwBv~G6ozStrUV<d0mg(yWx-Fn|II$oLrL@7cAMw`WHv*)b^PGiG0
zVY1e0E43w}fgM#9ZuFI&qJ~*O>UsAFm~E!gr6|al=>}8)+;#2pi~c91EGz#2!+%co
zG#o(yT<$6$)z?4M{{Sftb)l(|{OSpUlg3;G^6N+ym~U6=_Bv2M^6i?<)dg|8Z`A@4
zJM|nWnsp91c5@k=$L5a42|4fB_s&3`Ehs6<r<Fb6Mj%%$GR#(#smzgTQ`{m`<Y1E<
zo#Y9RCwR$%Oyh?!zQX`c3>cF*f!_nj8^kf^#LSog<iP9!5_@B}4oL$UI0wAsgV>Wf
zF&+-`1fLAF-aX)-b&O?B7O*wegj0o2jfDjaPXJESkT>iz{y+H97#=tV-H%}%j&KR{
zl0H7*aS%qrPH+kHxCS-={kufxg*)#gX9GANCMSI4?mwG}!r;_biMDq(%D3@1g)gpS
zjqS|ZxovVe(qj@&Y{B1s;&++M_xl12k~iFp;Qo_=krO@0J02k;VoaRm{q`8&_A+OH
zkT#S1OlPs)0L}~%BOFTHP>P!A#0zUmUbP_8g{JG=(@SQYxLZ7pEl8Y$CVNl*J&yPi
z1RvfoB1r=sg!cq}zw~V2{o@cL^PC>UgCq=`Z`o5hGl}5L?=vH?24lGGp2s_!kU(23
zt)CE`ZIIte+Qh=v@Xni)TkfTeX<E|paGHvQA;ueh=Gt)eILcjGT5!ieQqU9<qtZ%b
zf_h03f0v00hXp$6x>+b%(zPtpQy0NOP)JQunl&gwx|P=3ZiG1q4k2Z>`fY@m{qsHG
z$Ld7jb|exc@Jz`QnFF@-Grs0y$=l-Iv>5?S^~*jKKJ$E_ML7XXtx>a`FHE&LZnR$g
zTR%ngzr*Ou{{H~G{7<gnD}A7zlTFd}zr($NPf%CT8lJ3uPfz4D!l}a@C6~UWDE|O|
z^$7NQ0hs!8P41H)=lxVq`H_w-&NHz)iT(T?$?p&jK>`$s1Hbclm<CM5Z{(cr26$KR
zrEm0o;Mne^#o!N)y4Kq@CZt-1qP7B@V&P$cgcjU%taOzjY@rBDq?G{TUvWwaU*!r@
zY3od>P=7BIb(WCJE~2iP^|}dhhS5?Tr$3kkyr*f~VMM?`+&u6JT4aJ01+4Ax43B^Z
zz$8KPMnNYzc<&?n=Kw?x)-ezW5IDxP-ChEu)|ndIobO&aM74Jvz-A38p8At|o%uy|
zu(sPv#Z2_LNC6cLEzn9*ug=OHQ_X@5ONc^3zc2Fw0P7VjC6&Cx?IxkMIKtg!XhlO|
zYHdqpOF#~{)|IwgK~h4{QcqALi+lqxV>rMVf+IQGvCMv)IVZkwVt=8Xjts<oj}&E7
z!!!QR46>=uQCh$YRQrGSjx?t6e4<m4+<ut*XKwQcB;#o&dx()Soq>Q)gSJ2fOn4O?
zs;Q~zFVxgO?GA?h=T`5wf(PVBxTORnZ3%$@_TnzOw@B(sNhz2uu*)R%01r`V4fSma
z>M8)tK{;4?jRn4qYH~VXF<V0`Qz~A9$JGZrZok6u*_#LcAgsOr0PvG;{{YuEcsML1
zD#vCaAt2gq#3eJ*kZ9Q<De6*{17Xyq7#UGH;NzJ`&`<j*_Xz!E?DzQt1O6w&KjfH>
z626$d-ee#AO56bN{{XR%=O=7Q5PR*I#bim$&f5<7i1{Gxh@Fh&ujBs!3zv`l`rJX@
zb5{3%*8mwi5C<5knUCM+BN6%@<cP-HaS6zB9_akB?I-!gkN*H2V!!jx#Ln6M^R#yV
z0I-}#2&phZ$RuR#kC{JUCvC)S6ELsdF)|?T4F3RKq9O+bnVrrgj3f<@csLO;k2ry2
zg^3s*BRCPZKnG};J%pXllvD=LPjm1<%p4dQ265g*#7Ug?-gAh^k(1vaX^0tQ#0-Oj
zo&Nwy#E~=efh3*~h85C85|snglOzzSnUH%BNbq6^GC1BSIfbYx>C<kxI@Y1Igsnfr
zZ>SZ`r>dP)s9P^QO+#)|G^wMNxWy}}Lx^ChF~*A`GG=BBL?1X9-g}WAObE<xIS^oG
z2gdn=2-;=|h!hesBz$@A91Wrn4qzU7a@`z@?C2dp>Go=CG*wfsFQvNFzj?B>kj*%0
zwN%rkcQh?^BCXfzKAYQNm9X11jw!X3W2>|_qNQod%1TsUEseP91=7Ut@k%v@5{0<u
z_XFQ;2tv@}oOOgYkX8A*kg%OSC~?)Lwvx9N;Yw25X)9XPpdleC1w}^y01TWC<Bh)C
zW7ihcKVL&fcC<9o7K)mRl^abviAt%<%sgw{re>)KH8iVvg$GiEI@6CKC?Q;AD6G<J
zy*Bd{BghDs8u%-9wa>)YJI0=5NFd07pl1*=2+a6101`1d;S(_sW=1iS13O2=&fCsM
zG`VrG-cYA`fmfy1TTxESjoozfPk$FKxo}~MmDm3O1EgKPqP40foq3T`mg${Cih0Gm
zTIWlYDD;;uZdA{`Wz^RjmB~(YQfcdgskHrLg~lF3P5pE9b(FPk8;g`^DW*dqbZLEV
z{UX*EOMANHq@BQ!72=wk@C3x$rfDNf3XcQ3i38mnIfLT@HUkp`@7zj^>>wO*G$C#{
z8)*x1#i*qyLKL;BMPHREN@YbxFaVNbGm*VrYJanjigoBqWwpYG8x<FITyIKvrGZBJ
z>7HF`EbpNeEj>`%w6tz5s--Ons4TSG4PmOaj-jh>+WN-mSxc&Q6!vNheU6>A6g1iP
z*|btnwuGq+qp2Yw3s5g87gpkxi2zg*Yrr3Ec1ZG!fhS9GIr61_q(VlL)UH$1Rj$oh
zO-oK3FH~1HE$sryU_6Abxm4lT88r+S8*8n`!_Ac?DRDDVtvy28sm;$+Sm@e$uX%q+
zy1UIoQ2H1wDVuFGtflaUE~E!)*kIGL=S@L<RP4L1RMk{gI=YIt-l=`kO5c6ezUtJj
z?l|I<wHYIIAG8_bgq)HRPE70uNsMMAdHBhUDxCp5&9mG9IdO}9eVO^1i*KidY~*P+
zDclNr{c^2K(t^`eR>~E$mmE%3>aI0JsR5ORDTY*)DaMKqLLG8{+6!efs$IKFS{n*w
zEfaHgzVfi(Wo<g^VfvOS5VfsA<dspWO*n)EIEKQ~y;6Ib?qjsT>>v{oM(}V+--RLp
z&i$}=#81cRzT<|`&;j5y;%a@dDa`fd*Ap8O^-cTfTcc{?<s~C-I`eGMHBWC!9C`}+
zS47hb={+e4ZA&OjB`E+5;i@WXD&Ad1T|?C`x@E_z9b3+=M9)&)bgji7lA?cn+s}Ux
zJdc?37!kjJ0G&jQq6EisPCR092@-MNJVHs#lg!pF2IzfToc4@~j2H*x_c<p$_$CjL
z82gi)5g-CVh!K&t@R^T4s&V)IMCAF-I1YPu&e9BwWQqNwV~}Hs2&pr%KLqdh>XRAB
z%<fE1V<HL6k&U~MK6dg4d`#vf>|g<nynKII0Gt!sbQQegxFTaX$KSpW`O~=^ArmTt
z<PstYfMz57WbZHmAaJMmjOR0i#t6)PfFlB6aTzBk@8Ch(V15rw&O76P7&AM^h}cf%
zemC4^cHsz=;UY{Nn3J6N#?!IJBWwiVK#+D2An!9d+=4y<?VceKnZX$w86O#l!NkUU
zKr0x5w0w8&M%c{GP7h!Zij%m;0mpxkdq!Yx1|miRBp&ikWK5AVPG=*w@dR#QLS#&n
z2ekZT6TEIbPE6pu{l;^*a4<}WB<Id&<p`9<&~XHP=knqQa~~Lt095CHF}Nl&B%BaO
z?bWvtCo%-dl4H1%V2$w^GuV*=I0@~X=VR1N0gz<mV2;Bx*dY=)CL(+c0h8kgw&NS%
zU=m|_1_y7M2NRyyIN(DMIF&87omyK@TZ=<wNo^;p6ykt{Bl4fjqCb?GAQQ#gRB2cR
z`sxZaEr(rcPPpsgT@9^iVNKiEu6c)_aS36hRJOnlI@+CEROxm0(2GfdznRGI;19IU
zVrMhLDktRU>_mQ%iO7ikN#g32R^%xQtwm$$N|0Trrc)G(TWNH4r4_F?S{hQ>3J7sj
z4y6v1l{V@@3yW1Pv+i_KQ@Em{TXLh^d2Jx2NC*fnw@%?mS6^D`R(ilG=}e%y>#lH%
zi+$ejXn4J9xmVj>JG((wQAq038!1%lZA4_sNg_I?c;xynWNOtX_%^4Zv+5dSNbOK#
zRMOB<)V9Nn8lh83U0NxUr`<>Qw2F1Qx2oJy5l++YEu<@nzP70gdB)yVIer7lriwPz
z(o&#;)i7z4r6=<xDMw0F0=i_+7PFj*`y9#NCllWzAmTGQ1t~ca2I|=OTzP{Kq#VFL
z{{TNev*)_Tc^i7CLX%T*(l-^)zM3E6cUl&mDp@n{(^Lo9!ei+LItNlh2|`q^G1Yvj
zZnoZ<?Gt;U)$cawFVa(1QZ(}El9d&@?K6(j)Y7`87Lb|{r<PC_;%bYFX`#ZCxR^Uk
zz%#fWNFDsafdh)n)ICb#Dk<J}o#xdoyu+($)GKbJEecA~NGJJDGuUyK+E3C#assLK
zPd!C#yMFkaBxIxi0K3*71%LU`u-`4$yJFVW%T76`*>%;H*>>4f!UQ_vgLL)RAE>Q$
zqy-kzMRUd0kl1l<k=AwhDj$5MFFf<TCjr+M=TBDf6r~i*34jSOGsh&_xxK9IwCba)
zs-@I4OHWFvH4P}ZB|r%L?}f2e=>Tl)Lx?051exOH7v5RwAIpE!RoZ5;#W+=Q(=RmT
z9Ie9QLhY`y8DXa6wv^M;zVSj6*6Nf>(<qaYs7{I$_KJ^ifZ7zQYAZ^l*UTI0D@yz6
z#UHNu9sI^5gT8T%vm6<dJ^p-0Y(dUs6EX>&Ie}cOp}jVz^fs@v--LDl01m7s-E&Bf
z<@Q|aQj~Y=d73nTFqsmrJ-q2nN2f_m=FeL~fT$0xlDb71h(%ik%2nin2zf+;H|rci
zl?#z=;^WL(C{Q-7_ZuH0L+p)wDrRGE8)s=4Bd{MP0O9AfWal&aPk0hza!JGjGZVxl
zpX(97PnnsVZQn9D3E#x+@-TCq;K<yF@<$lOiOl?9Ncq_924HX8$pnl9eot|n_Jg?C
zna0@zVKW}0F&V(|-XILmeE$GVhX|P@;K$FBH<<)aj1BwngicS)_mkfQ$%C-m?U)(a
zU=thd`F>1z!P~z61fCEeDmEDzJ}3UjC&?X$2q*w^9}~IT7{M?iNQs@X!Vw^-F`qff
zftbvVfc^4kbv_B0iT?n;PBK6QiQI6BiQJJS6P)(Q2RKjl`*2SCm^qmnf*^yB5@eVp
z1NnGD37+8XjDkD~f=+*OBy3^!1LQ|z21FgQJLG4)?;Y?5>9+m%J7D$)5_UWwK@dK7
z$o~Ma<i<pH1d}Lp>X9OQoa{SHdD=kuJI?$Qk~e~23EoaHN6eVVleZBkvE1Xdb|+&X
z4S@j3pCgN!S}NMou}Mi)R$570qMn`C%V-%ZaJGf?B!GW1qxpA{ga=-IWDh8zorVU(
zVIY&V!0t8&^x;U~#=!0N-zGai+HyvAU+ksHpg)MeYqNz@{Zl{0ZWQe*rM$pl3>t?N
z?nE}UwqZ#z(n;X@T`Nl^`?b>OrPFmFTWC>4hAOfB+v~U~N_DY`a-F`T(nLW?7KirR
z-_8P@PPW}`e1C45(LJ_<wD|3SH&N~01~J9WH5F}XSfit=t1Tz3(MwL{K|)~ub^9n$
zLI+7DOCUyO0X$~Ek6UR>TeQ`!qN-5Ks=2NEx|Hw!^i!erGTl3;Fc5{L0+`A|jkQ*%
zzg7ET+nq`R7!>JEDv?BkPuZoWjWp?X1mp)o<x*!VC2qdIxWky!Ujx+$i^XYMlUcab
zTWtYU{{U3S@hgQpMy0bbmK$KyEl(UnYYnW00z_mZNu?=&@?!0Bx+!$sNKLkh6d{Ve
zy_e0!YE#VuM6Hy9N=!}_#;w#$pBX>Y!5Hnl93R((KOgCz^^qH#<6tC*hn@cKI{kL`
zzq^LD%v#m8bd9KL3vDmuw`r?mWpv)l>$xra!Bf5JSWD_@6wgG!LROF<jDUExs?`_z
zu-JC%P=vO}(<KzDO%hEw$!$raML2b{0H1U@ktE4HYtw=zay}zFXK4O}{7(i<iSl3%
ziOBr3KOzn@k~mcP_<IB>EJ*5!-@dsDa4|FY@v)gb{&$%G$l7oqIUx7jB!j*%Bxkn6
z5%I(Uz=)i{`{Fn54nZddb`ipnw~eL`nePTfWA7Q>MWubh*Qgh$t!=FV&%!QPsi>x3
zxlH@i?hsO3W!1F4laijaDFmiKBmzb@z#|}Ub#ADd#_29n$fugxX4c?9>L7}i%Qb0n
zAxeim{-UBvq=b=$nc6Y7esT`NCwz8-cOlID?~KWiM9JL!$ACMI8d9d+dv%2_DXk7h
zwXvpyjX@L@smi+o-qZC(JyezUl95b>Dv{(|+8`|=sqd$&T^qe+sahIMYFkr)AgPoq
zs8JTSUt5Wxy4&gkTwx8St<>7xbKO!A)ivd+R?vm69a^fw8V#xE3L1rRg(UeBbN0vT
zB*bL*h!S{-R!E<o;$*~P2gveg9%c2WgU+8C`!b162bJ@+Ys~JxTq7q_Y`D?&{Y@k7
zrLc~-IttkV%ppPMirFDV5R!)oQi6abNsck(oRP2sAdKcdL;_Eb>5HmMg>?$clr@!9
zjx8!e%{%Th?jdMXYHh%Ur`$r)wV`NmDJpGiO2Uw$4pGfQ?MQR@mA=<;FF1v}Q0*Y3
ztyDA{fmJ}dS2~DFR21S~3Uqb2973Ez-x_8)0xQcb?kQc=XK+qdzVJR2({~8K$%FDt
z<9z24IhdL31_{7O$ryk!5e8t$*v3ClILpqTs4a-PTNG61x~XF8P6Rrpi)rb$KGFh<
z4LB6#Tc~X=)FiyMBA5ox?uO02=WMSouiHy0eRNeQQCiZDwr)+)rDbVK7Ji-DmcVrg
z>nlr%Zkp*&6W3gzG_@#3b``Zj&yMPQ1|CSkjKt0)ZUk-Q8Ne8j1Q(pgZvcUTyw8sN
zkVx7O7d1Be`YhGa)YGLdDW0d9aSf@&Wk_w<_SU3>C#6IY`GFwGvYE+<&Pc}DG6!k>
zKHMQrMt~ceSPL5cbkf>Pp69raIL<pp-N`$_!Qww1!JJG-{r<#kdqSB$N1S(<?Eq$A
zAKM3r^+rAqgSKW2_&fIyaCk*XsIVR+gK8Z-X|7wMp*hS<A3H`t@C4=tHkr=|sCn<-
z6S(+|gbvUS$0!9T!beh!BmpW>G9UrDQN#fRm=b3h6<V$dr*^f*J%$=RD^*L((zvxH
zNJ(y;iiaA0t<<Sfrs<n?U?tTQgf!tq*Dd$*_xvHP$R|%RN@q*fmbk8l*!eqvFe4HO
znIwqZ{0w&O04L+bm;?wT{M=-i+rQp8yK$N(nQ3CNbrlLyi<IosxQ5$8RS;^PQVCm#
z{KyEVaVa=a1ZBHfO)M&sg{oz;0b1U1RjYZ#f)uAv@=Y&Fhvp5YlmJ2e#6T7RWI(R{
zG)Wt^`tPj@dU}etQ%_FP-f?CE8$nSCBo3lvgrHC7Qiw`K6%>g)U802zRIZ-kSj8A@
zOR7xQ5PvdC5SlXUe(Fg4=ym3Rh$`v;3Kh2+>x$cQvZ>mV(hE$b#ea6gU20iwouu@%
z%Vota!iJE9DaEa37PS*)KcLT@&SVHN=6n(20u;UY3JM+Cl4*Jijl+41&bl<V;zM;0
zJ?^x&U0bMWpJ6Fiyxa7sX>KiUte`aOb<Bp4mnEkZ;8Rr{u5n?nZMu3u(m+9_Wh}WN
zKG{;={M8OAX`Z0BdSyjH2~i~2Pu>nh&v+T{;OF3C2N50dIgCgL&It+Ha68F}&j_^3
zN*ml84Vu=}wX2=<rdJNW>+4&uy5sIS0d6|AElVN*Dq4!1Q33?XIE09RXvilyA}0n&
z!HD1Eym#-yoWSp}*a<kC0TCNynFetROoZT_&c=5BgYEfu%m_ebx`3WEpuMhbTkis+
zNSHVg-^Bb8p8d1rb~xb^GX{2y5gEtE!?7YZ6TD=0na&_&V0Q*FkR!=}A`v6*du~VH
zF`qcekDdc~*6;(|D0yt~<VUueN=XB3z=@n3p2IQw35eoTwEqB4={>;5^&rkTr#<B7
z@14vEF^Dm?#|Lf=lwg1`N1y51W6X}*D}(_x<)9>JkxF|mbFE@z#AbW!a~qhAjALMO
zOpXFZ->>hP83g^taD3*RoNRl+1LQy-r~S_C5sB}-#FBSA7zR8DCk8e`xf;}(ZWXx5
zP*~-96G5Ob<bI%lb2yyte*XZcj?Qx@c+bQSk|YxlHvMGr4ylgcBtgz(;~CfpAd$G9
z5Iz7OuEgyUMkf$we93{romBPL6BKdGi`Q|bMs?yhSA2HY(MPJQhogT|T(0#3jSFPv
z#Rn~}cgvHUv(=T(Qfa+FtJag$8eK0s_@TQsZn{}je>eLL$u_FhTkn?Jbz!G?G+SS*
z9IyO#zud#r2dmzE)A~c@mY}HhOKi{-G#XaE^Gw4$uy;pUH8l(0!)}l1E42;!*KoP&
zC$4v^TiRySy;pE)n~i<K*v&O9nIAt?Wgk~c3-t8k>KQ7it7%mfwCOIO2dZh&Pgbgm
zcI2)05lK?FTMI&I-YN|*>Lc;}^t<WzMEZI38|pLCuORdnEIDVaG}XgI>g`pb^i?-6
zDsI|>r%u@~`ZAYUS?TRowO@4&>Vny>YZ%mbf2-6LsMFU+9;&OMQx!+3W3t#A*sdEZ
ziODJVvBn<5QvU#?%re+&MZ{ul%c&@Jv=zAe0+3O%^0rihRF6>WwYS}^Xj)PlQdhD-
z+9hBhkx+6MRlujLDr4r_@u~FQr@6gbccIi4+I1?rp{iO7+t;Aob;0**YMciCx1Mdf
ziq}_DQWH?O-+9+vefO#qTvjO>e#=<pBX-?cZA;Y&>Zoq-PgQEBp;1zRX?5#q#;Qn9
zN%s)bNg(yDE%fy9rfnn>yyhZC-S)?6$=LDf-zfh834c`_=JZ$0{{UXPZsE!+Un2Qm
zr}ZwRtZ!0l<<RRbRYjvwQms)-rEL@zORc4MdpM>oe+bmK{WV{9uBoN9SQ)$C9r^_J
zNvX*^J+{|0`%>+=>LuDP9gwG-G(%_rRFzRg*o34hY9Sz~Xr;9-$O<QCX;cK!DFBmU
zkQ&r(-y9jsk5YcEIUmWcW%4JL{J^TWa!;L}<u5TbU9Qohb#0egik7Vje7pQw$9cTd
zI`u8C-$v`!*KPF%fLB|VzoM_X)75nfs+OvW(@kAVQ%3p>t(vA>Vf5|*Q*R*)83bh@
z2#x28bk%iKZl<D=rTSOXAurRq;|`-Bm~o{gV<LZ;Oaq>n<78`E>O`<<YHljJQZ2-~
z?Jd;^xFPigI<SXcs0*u8MQ=Ew+G+w7)<VGqr0TaXF3R0;mKtSq3l2;zw%bDAaVbk_
zTgyU0b-;wB2~x_4LP9~JL`tfO6(j&a6*kJ$J3wbzPzu!Vj2*V$aJ$?nZ8n-3yQR|S
zS50rWTW$2t)?6+X^^Z4CM?*tLOou8e>nkc8YMz#rhTM7goNbnnw-gX}E@g6~np~LG
z4``ln^4nkXr&%#aNnZYv=1z{(8WU49L0;dxL0a{LR9mfgM(FEVmuV_jNExVa^Rl%h
zgU2fJpH$xTw=i^PGimvGr|B*_FH_kyRgU9OD>VI%lIN%E=`ObVx{432VBL_#RSI1#
zQ@oy~1(He|aB<n6Uw*LeKEAo=$2|GzeACulQ%9jJIu_Mq<*lPrQ|T%lJE!Y!w+cq>
z2-FvSZ2Kav?|r-6s?gQxRIb<7R=$KXs+B1^D^%#7VGXjvq!lju=4KS>Ov7^tQz3@h
zW`sD~i7uBER0;}Hb5IBoLQQtb1OS@VHmy!$EVUQP@xm$Rzp9^BHeXKOjBi}etJOLl
z&8)OXFZmy!uZ-9&I%`Q^ug_EHEjX60Hv20V3VKqD%4w_XE2?W&;v9CmwKWw<_qgY-
zd43e0qxl2s$CjRswOz|ZYCdRlBl|N^Pj}Fjm)pLEwOVy%psKOjuQgZO-HT1uH*a83
zRa|d1H#<d{n-vod)?S~Xwjp;k@Gl`PI!&&2a)p7dbmofFS6y|bt=gMjQ(annQRrJW
zb@r0mb=EfZS5Z|tM*XIOvD=yx^zA7ol?5-^{{X(ZvF=woy<KwW@Xq{7lg>_6^Fveq
zB03dZg-)EP)c4MB>78k5uw6BJtElffd}`e<WW3s|s;zXk8)Z|dH7O2LY8tC$P-%81
zn0v3{Qxn*9>Ll=4R)}*9#U~q(YD_ZR)*u$wcD2t@GOQ@L;aiAwZN5}gRcq>_Wog=3
zr51#hsaK`H7dukM=}6CyU4IrWP3rfQT)*`3=quLM*O9K-IUS}n&aUNsS0HFLRdw3+
zW)@rKoMBpu{{X93K}_X!4IOH9<w_B!Ep+a`rkJj!Re#i0UN0UXe{1a4pUb8+rM{We
z&rQ<!Rd~3}!F8tI>7}E00Uz9<#B}vyR%4JoQu>ePC#w#7a}%Dt&eS){{r>=5YAc<}
zjThUR?n~3Uefx!7MUP0@k4seaHZ3<rQj2At*+oxHLqkT(O;b~$0E5@ENSy8tKQfQW
z9fxf0Puh6pusIds*krW3&C0bjq?e}?B++VFQ;(>-GPc_#L<KscRH}fbRa+?v*%&xN
z+$YwiNeVUfM$HC5*c^yFaxt)7wLSj&qN}aevb7}0VQ+hMsXai-DH`_aTOh_;WhMY0
z=7{HyO?<O^Sn79mJ!Kl|boP#}whG4rnhhrLa%SmQV`bzy3wftMgIpax!W;;4nW0j)
zgRCN_to=hWb|w$l3`RSjybrwh*U{Cf)LAv9>1U~$yQQ+%Pe1u>%WWg|b%h2o?;`0%
z?xiR5{X0Ei`)E9LKbCxT{?B}y_L6#0?&4|rb}-p@0V#60oYOK+_euh(ak*Ef9!jbT
zJF=i^1a{uR;mzWGs=}Ccu%=seb8e)Kq|#BfOtuyQ6++!@v?v=LuoMbw9nBzg1SIYU
zR0;gK1VA!6zn2*kAQQKX{;BU8%G>H^Q<?>8Mp>$NNYm*`t4^b=(_z|%bk3Vi#*&8U
zmltkr=c=8qrKv?*P6WEHmXO=;EYy2Eqk)tGfC*YbDp^WEf}mwa000$90B3%T^Fz|!
zxzxJS<*Tff{It{wufGe(w`<KcbGN-oPL}!`q*kEPuM3^%GM4G7x^GR?C+RJ=rqHm}
zAJZR*K1ngmBeUJ0pPa^Dm1&8L7HUPbP9gn=U4Cjw@Dk%AVWj~rvgdy54Y<PHXe}#R
zW9VMlVbhq78!W_&Z!N~>*_c|GE$t-@wEJ~ZR(6yRdP;k=ElF`GUcmszD0)2BdaG6F
zJN+)KxYgI(^mj6^+9?m*t5~_*TA{YlSZi9Lue(zK&DyHkyQ}mL+>nNoR%wF6Xh2Cm
zwt7@^(=g_dZ`FFQ{{Ze%G|k}7nm5nl%GAF7yjl7VpZ@@k`(D|v4+lrn1V~)D>~YeM
zL|%=#$E_(Z9J1v$k8hY9!Kimub5mB@w6(&Tj)sz*`nqJ?s_pLT%ayt1TPTpLHKLUd
zx@zk#byO5ABBJGVqo=9fbp@{dqxB{GNNU?%Ri9JoTh-T1>MKofN-M2*%O!L6%eA((
zpjMRC(AU#c(o`iYAUw(G>Wp;W*1IhCY4IFm3zK1ZQ<#gYlm=Bv!=_Y#j`zE6p$cVg
z1-KduDhOJ3iL7#%S`@q?oGNN@#<2v+HYPinlng>y4pcO<uUT!aDFGqHBV?&60<@%T
zn$P<){j=4-*uQ)G9sQ@jjVJG#uY75r;<aDEz5f8M{{W7A-@^qcck0j8b@dvL?*h2(
zhpNs@`flYtyOh;Dg6FUMu~+KLMe4JdR^NKlR&+gm3mRq1T_4t3DQQ@D_?y=|^*^@g
zTdn^911}YH)TfS;Hu4rz(y7`(3XJ9nfRnib2_44$M(J-90F>oxDG5w~Nmon>R6vqJ
zore2y)VtJoQ%$N_l{qk5ExLQes#js%wT2Rvgi*x)4MD`L1P@nbUbJ$?Rcdxk)XhGI
z<%6B;05+sfcZ~+nW)`FuD$2)tg3_C+$qU*|Qfj?a5IRyNN+BUB1xhEfLU%I&M#QKj
zk=q4vLSAV}TW%n&DiXAmsK_ZWLFx*CsK6oufc{g)eWu%`LY!KHo=}A=;~(9i8T^tY
z##TpK^8q+pl~25v7+Mz6R1%h-{{S>PzP^;Fp<&jRf&e8+WEHIlZNjtCod$lG*cAeV
zs=3@;CdAV^RNC|!Zk8&Omb@!oI(&K3JU_5&-A&7$ZfgtQEj50o(HggweACtxnp0Nj
z{XuindYZs(_uGpWyM==P0A#GAx!Rm!l&X$`rr%n{LsYD#32^0Wj<MFd$C#R)^{x4V
zs`WOx)_Rt;%a)?my2kr-)Y_u|0B~_ALzfHH{`FH^b-LELlr|iyud9BcX-ZP3719SB
ze}AB;)13I{MxMB>ZrmT#wbymN;tE##FIQAnCZ*(_r3Y%-z0%am-g)k)54`n5-ES*6
zz*6363HCzP@)FsoTP?DcsbDAFT}e$c8tTKUs3DM<QpiG7c>Q(ktF29TdjgyaZTB3(
zu=I(b0b8t@W|ouQ6onKl6uU!WPSG1t@n$m7XBEU+*e&eN%vHR$PkOMV(=Sy(rj@W3
z&_}eEYv<voZ~QQpn{KAP*nbeqEoiPtO<uoEy6W)M){D)amYh;EU8UTowA!70`+00o
zeKw@7zcqTOa@$VBbX}(WQaPE(j&u4y^dro=Z&vi)pgH@Z-_SPxYx1I+?WXPaPF~ve
zrjmD5-&nKg^|wmxwKl88uHB^8D{r@pZFLPjHOj<|HKr+_p;u+U8{R_tEadOurRcv|
z`d#$hqO_v<xq8u8FZXG%>8oa!)YbNCzFl24l5JY;wyN(J8^)v66<4ad%66`|`^|ok
zXHH%;-M+k8(zZD9f7MT_Uq(F8^m*yClf0Sq$w|xaQoOyk=$dYL^X<JqrETqVC|UG{
z*4=)hp{b%+zdkFqElrl_imK~nsZ<oU$29E-U51v6>bkxdgksL&c*LS{mr!y1RmCay
zWad2$4zb)m(~5B^n3s?WLYYLfD({<ml`b@tDD7MYqPEJK{{R%<(Fy@X?5JLpE4|GC
zG_JAsv#q^!**U}Ldsy?w(TAwsN@)9bhUGUfk*YM`H)t((ceSnON%F3%*`%PjIdG)A
zY1b?of`Zd)UEP{ZQD)W_sy#=f?C)u6{{Z0n{?YNt_^SHM^pWbpe3*06uO(@@Ky>x0
z@m0--Mv=5>s;y(JtIZ*1?Bljd(M4ZO$#UwZswyq5Txwmfd37qKX{vS|?{DBM_;31b
z_1&g<>W@^KXI)fWxl4J_)%>hgr(0`H3hS25VM~6h)Q{2A(Oal!tEuf54L_%98LP8j
zD_@|i)XH-GY_uZdr*0RHhJH1kpM5NPU-gM`<e#N&F?i8-4Hc)UDD}RRzTR)ws_RCr
zyEwg7N%Ym4rsH+g6;>L(E2y;nR-Cw9D{87PHg(fJiptg!-AkNzW@K<&FSSz`6EEVk
zbNFw4Fw2FenUrQx)*4u9ZRTGppQ2`)EI9PDVW-r#(Lj{bH=KFKQle52eNZ-uBV>=F
z6q+O&8ic6VGp#XSgAXb7{{S|<X;~>bThHq!r@eKew55K&wQ4;~mkyoP4cPS#m!oq=
zTpMohZdG+feRbN~b++4APjY42yE1FT4OLqy7OStsTbn+pzYzZbT$<lZxutBp-{wCn
zYBgsrY>aw-(wEDHw&|s`cB8t~RNUyP5p>kml{Tw&MPszgU8<_o`;@;(E-$@a^smV_
zDj%kOnwnQ!r>SAq-(mJvww__;lpJZ+UTmdpxZ8+JjktvcC4DME3KPe0y$*WD=SQKg
zb-m9nMA`I(<6k?YH7<m0I_k}FzSt=(y0yA?>aGTk-FegQBI`$0Lq}O^ex~RAJXJC6
z+->(dC!eEtyv^ZrDa0mmxp6BuI^G@V*kr832w*h%DlV5NkW0#HVu%F_LGGxcgL)0J
zRyGoa6(uEMOCZ*{Q`I)8&Y<un(aT?k=b>xgt`Af7-kmQx-12m3?Jui!j-#v8wi?>n
zMcgzYX~*<k^3ZQOZmQW+bU$53UvO1R)!KT7j_q_7d!e_vZ*$aN#wYOT^x?^lLULEs
zccI-2V7T&6Pd}(RbI+b)F{yRK^f%6A>3hw)NLwx~*)?TVec^_+Mxs^r-kPlus7{l1
zvXHIHCg|yDZ_fEW>1Nx?Ur=7MoUZj<&uSk}dRv?KPGf2<Y0SMjb+5FiNZ++xCGz`J
z-8Fkn+-NPd)%O~g?CelqD(Wq2r>;!}&ZXEs@3y~+&nmU=qc1}`KbL%t_35U)MtT$0
zTGE3{a>JCGg2&3ORje!*$|^d&Nl|jP^J_ylNHt9*lisD&i#FOTJq0c9^u@}rO^0iL
ziPiP|UT%G!)?h6s7J6Jg+yjIzT5T9?${b7W&r)_-ryH7`K-hLsnYA*+v1v}MlHvmM
zLQq***sUw;g$=N1f}0WwQhymhZ7QTvf;>I+3+r2)ABW#I?wtAL_L|Z4+OFfG?>aGu
z`GG*)WrmWD`1K`P-)(}rE7OT9w>ICkYP?&QT_Ku^u%F63<>rs$JLylB*84ZB&rEc7
zZBO`)^D^J1w5O;`*0|7G%8x)jqS0$^qg7Gq_7IC@8NH23VbaZ6>lo<zYdv10OI40g
zGi|Zde6#ZRmYmb)eynFl^2<f*E@x{>iYmK<b{#2cx$1k$t=8mwwY9EOP_<J~-5nxU
zpLV6rmRnn_wpZ^w(iilR{!d5Yf1>?Ea|@e%`Sls3?iWor$Sr4W<=&pqS8G)T&qnIq
zb}ZK`k1%Yy#ZS@IHkzFYMR3s1KV_t?Zlb7aO3GWSOw!Z3)BCR1v)So+XR&NtxUWKO
zu`wwu@D5@vKH?c-PHlh`x22qT0u$;a7R!oJOJ<dYKCPBguT@5%(L^CsPSb$afmF3=
zQ)^tuLwzEC9p11102dBya~GT1IlU#J`FX4Pr>gH<%H~xqUXG!&X&qOsuT{E*`(-|Z
zwcacmqTx%`cB*!k*>AP8No~{Atus!Fc9meZ+&ahWE0nzV{5g5~&%Z-V^Y2yMtQLlJ
zl_tNZ<^HAB`bU@C$hT{q38FcNPR;)SMz?ipj_SiymwPQ8brtoCi$>vOZN`@CRP>Jz
zYJV8d#Alhll6_F?-$~wwt1Ld9xkaTkosUgx4Hu%hRcg@+b5+#QBK+>9x7Q+>G&Re6
z_{(+H-AiSnrMOhqqM=udmE<!()xYKc08{IIVXd_l-&bnwQGV2#r%=2qFIW53*0$qy
zxw@9qPT8!jsddNRLp1F*PfW^}?Nie<)iWt=hMR3Wya~)#6WPQj(<06U{HrU%aMs!`
zKH4h6<>qExb+PM&C4Jf%qg~pXR>*NBYL14R1+;}J(Ba#6XoRQ>5R}~Pl0hWi#2n}|
z4RWiQ^%^Ym9gbY<x{h82zJsq>(mH|77KbTnT%@UOTA{iHSrFwtTQ1YQ+N*-wsBLX5
zC19tG24+DAeZ(D%m;gxak+#!3eS326(bwXctUnIlPac?1@28s2MjYdE#`dGV*qgZj
z0BkvbqBTA4yIHr*ZCQT1wLrUlg40gAJxOz6n+;2iw@+0~aHzD@R#MX^z;DDy(IUM7
zbNb!MD~7+a^I>o3O9rufSm_k~4S~wL&2{0YY}E9w)!pjpDy_8CG!NC$R$P9(wQ!}Z
z3T}$yK=Yc|M`@(7IoX*5Ga{+9KQ<*<lYPmOxj9z@W!aS$TTHybU(=T=HYrnTaU|?u
zrc{KbK`Nn0sWeR#ppq$5QYb50T;>I6ItA6gef#D+9>5RUFaaBJ?iZnN!#_Y>c~7D}
zefrkcx>m>NB`xzBk6u$*H6>5`qCKcI{WZqbq_ouq1%uqVqT{M{GYwMO*tOQPe@)T4
z8+Bc+cI%^#tAzgm60cN#hkZ}A$a;@P{+f~LQH={`)K)%ZX=ZHNUeRpS^))T&#x%~L
zN_2Gtg8u+?w$NFt=`UKZP~4ZPFZCA|O-;2cqpQ5#`_=fDdbF$c4e0*>mA1b}-krTi
z@-Nb6g}7GPxsR-_REf3n7n&C*?6l6>U%J;?tycXhcGfDbyVk!%_0Fn`QQhk6sOg55
zwcPBMYDx{JCq0Z$OW^X-^0PQ9v1yrxaTlL<SU-nLHkGy;X~ej+rh0E_3z2qQOa|7F
zR)RLRYEsxMB|*THf{+2CiP<$Z0PLpQLV~ri$~j}z-{XtQu2=I5l-d*U_vLMhlb1f4
zouaJJ{KeF)qOGoC)!o|%S6c4+ea2b3Q0d2-buU{h#on6w-PO9VyKSC{#;x>TLehRA
z+~Cyz0Eqpo@daL-(2Vnv=gbRcq^HxhG#84VT~Xc6kz<#3s%6?J?>5atRi~|%kwm90
z{{Y&0d)0a=7MFD!Rh25aH`u;l@{jP-=AWl;Ls~P_{nF{7{b6$xQ0Ofm>J@j3hPA%Z
zHsy6aZ4KhNv|TIh`ZnEPQ+2r7#WU6&I4CPAEmX`YEMDHZR$uy?_>%f2rSt>pTC<Q8
zJkg=%)jc+j)7q$Nt9`AzI#{W?)m`nk8x>6}7dxsGUuL;kD_E=k{iU$sG_O-M`wsPO
za7iA`GEN-ajO4x}Hz$foxN$}v6VuXd%%L;xxc1W8TN6_YOu{I(`^34l(h!=ZIjv4B
z)+$L#RF!&^2}+0s17?*4AW)4jTbTB<@pkoH__Ffn(~YN*{<Y7gnym%ueWJT!`Cq3l
zuWC9QUXQNRx{{i?o4dC}v1od#vZ9$atbY!utwS`8)3H|N9evK3&b<0l=D#|>1V%N>
z9;kg6XwGD5?@>%>i;jTR`mU=_T_~EQwp*_?bk{2dQfaSOBx(EA72((JcDkE2y5V%G
zva;7zBlcHm>U=fVyy)jYItG!q^Fx^W{{WiqX!-`U{*7x~YCGn!ud`YI0OHKk>H9@p
z+OE3mPikqZN=iyARW(v+X(_4csVG@tmKZ`ll79`|XUl)ZBU$SHL4GBdYQ1sI8-0@0
zzexI8wwqV!O8q5CM%cAo=`Hm%wu+l2ew3nOq^g3|eY-g2J1Et4wf2o$b*AO*W`fvH
z;Z5LOpG>^mh95D7caP0>f?o)hn3Q?n!%KP_@=UV(WxnAJp;N1M-H^*FP^qF#N{f!w
zDpFTuwpO65$E=lACp!9qm94q(x8qTI{5ScT$WKa~;`DcJ<X12G!G65z*Ey-mzEM|c
zT5H{xPwLO&cea(UbiS3UT`hv)X4Tf4pYZ#2MJ+95vX4}Xbs$>bv6cCK$gjh<pI)Fn
zDD(T)W{;`Smi|oob8_`Zt(?Bx?-ZJr?Q*hdn_j1_pwg5KSZb{IXK84!wli`~PN25b
zQ8jX5<4sfUQnOXO-@gj)Q}uqaIkD)&l@>cMHF=@RszG_aQ|awRYif>`&hr-f#)VbF
z;^hrGD%hsFQKqH03ox~`mz$)kscwNiSh!XCnB+=1waDb^4r^$eEgkPtXx?>l=E;54
z6nZi3Pp8oKpVihKbzz{W8e;8s(={~Jc592*3ToEqD(%JVePY_Dq^vyV64E7b$!s?U
z#~PY>3u1jP;tKSskDBMEJtQMzyi3VTjIB*dKJM58hKnMDO;sx@TXYmDAtPiJ0FZMO
zG^eZveCr(P&yT~Sp8lVGDsn5<POiA<Yo8_kLc3?9(6u^#<EU!&6(!E|V7Y24Dh)|)
zsnaxeyE~P(>mB;4*bVjiiuy}cORA=&eYdEo`VA&$FfkF54|w@L0G~U@Bx=rcb8B8{
zojam6k21BsqR{$7+y2MsTdt+M)aZR68>KWU{>td(RSh+#KjNxW3jPUeqW2QxrNW}?
zrF@I&f6_mwk6F6@tCk*``E>sPGWE?3ny*n-*_zZ^J4-c3Wua10QE{ofYn?@=tW?aQ
z*IHo#>zW*S_n4<;4pctNZgY${{FI~b<1?~=G~@0rYJyH#nNr~_rPaFNNK;MhrN@ep
zg{rCvNHmQy0Z<4@$O>GNuT&k71!+-g14@oD*C1q!?quX|xftJJlZcQycHrvy0!Am~
zj2P@TKWXe^W7e8KRC4cF>ds&5do^yH)_NOLUvze^)3+wWcO5^e^v%|)%YU+5T1wWI
z>uq;h3c3om0NX$$ztZB;m+9R|QitZ_Ty3`=aSbwsy7R6jrkiOhTh2J*x?4j{r}HUF
zQi4!~f~6>gfTBR-kV=xUm8C&QQbN+CkW!#PDNrJyf(TGGp#%|J#x%LMT4nh;jpKG!
z7OiQz^4pjikChz7&^*%7)hMIY+_l!4TVH8vw+%{BNvSk#_JdJa>ReSNO(j}V#m?PI
z@{KKBEl3TL)k_Wl;yb6#e^Wf>{8Rm4a&q<RBT?y_CZ^Vx4q9>{I)_czuGalEqx5}l
zv#f0w!(eKwQdOps#Zjy;dXDVHrG@=sQCU#k7uQtOJpTZ&zk~1K(WN={p*>9AJ#_kP
z=QfwP*|hzM&O+Sp^xV<q^}hX5?JdIVsqXr5{V>zc>Vsr*mrYt0(sbshrnxbzZuHuE
z-Fnnoezl!H;3uSCP1^I-$3JvGr|wwlT`Q$E=P;eP+jQ;ESzc}yI~wYfZmN2!nyTSy
zx7};d(yi&MezmGgeRXTLx_g3c_WQNR>1`Jdu8da%pPj}XXttTo&PpYxv1K8b8JA*y
zT~j4;&$hQa#+&XGsf3iICB}*fB_^7?3rbrVhYdnEl#nh68|s>G(!xE==B}Xi3HW9D
zi1e4}0>|qgPxG77GVk2K<^nG?b}L;5kJ2ydj&ABVHN9fou-_`RHlEblaknnI%CkgR
z`I}u#{kK+Gs{Oa`I-Jy0TK@o)J?Yn-Htm1OZ&X$K!F=ZAKDXtbozq%doh_||i?#l)
zqV1_EsA??q*IUDOyM1PvxZ3J8{e3Dd)_b}r?kYvKH@5C~OZNwUDn6I}6#7r)FC{%R
za-9`-KU|!;x=>raL)Fq=xsj;sx5_tcHFehu_MIA*hTCYhQr~q2=GdxxO+KH~RL#)Y
z9JtyjY8b7p)VjaW?r?el^#{#w!q=8u#^$%;4WsT{faTvL9p>*Xy*6C*j*g?aJ^hE%
zHP!WcPe*eG!EmBg%TwF!7Ckk~tvP0+v0t?94d+qcQA0&ZaHw5Qrs|T;F)cIMtb9zg
z$D}<!B|P-z6X<VaJ^G4{CobL|+v#oTr3T$X+;I###awXJC<xctQiIKeldzPm0N_wU
zQUIYUAdo9c3Yv=pa~~p<^wl+w3VKRs>Z%rhD-`UxQ1auXLK|r+T7fviPT=6j9_I3M
z)ap5x=ogoNg`51Y(s~P3>#k`b+jlvtwOuWa@q4>!J$G@xTP^p>TZ^u>OG@Cbx9QsF
zsq3hjs<hHELXACHb$#l)pO001!KAe?<+nrH7_-xmTV2icCHtK~5|H34_W}uos44Z-
zEF7gR91i&Y6uzjrXX%60gB;uEPcAhtJgD8$w@o#sGzOovx2Sa`Zn(eKTdD0@n$p!{
zFD8z&O54+VsiwG4sNd+^t4Od@J5uW1rSEw3x*fxm{{W)7Ju`<bIF25|9aCjf^2k`0
zH4AME0ZSyI(pn;=bN~^yY>+@I*h;8{DBh?$H2_f3plMT>-ych#i`KBM^bPoL`fl{!
z%kF4eG;cKYz4MkjbD0#JrKodFUNvtntQNb%s%qD4scMPK=ACx-^|rFIwz`#cr&TJJ
zlD?vqo3+}>botW!Ry|$%KlNLC<ZWN1Zc5g2Uels9jr!TIE!9@q8Y6kW+$yauP}Pds
zT9@iC%cP~Few}yAt918D@}Tu=X<C3Cgw{WYkK!}<qWZ|^ezA9#9Ma|0uJpcOa~DG1
zeOfW7bfrC$L{r?o%^%6D7N$0<(-+#kD4V{Y(YE?4A`@=3Tc4xV7khq|p}d9_;!idC
zYpOXh%`Rnfdt5U~O|5xRueFCQb%i~;vAcx>8lyt$8-|y^HA7y=OI7r(UF~&<rmJiQ
z>RC!3KnYmmtoBn2!q`-*PAJ^&Hzp>rDaPeyKy53<(v-THmReGgFou+pnRPfxVMLS!
zZTi~pDMXX7Qrd!2ouP0W0+c4;n$=XLb*(MlZ&IF{eI9b#(a)v+baIE(r7to4L-S^e
z%TvxSM^WlsA9!CWQ00Q~ZcDh^tqq+=XRTJDv>}5-e|fr!R%@xART!hV+G-v1c?((;
z7LueXBq=IE=_y)&Fd_&kP*DUBL69N{;sj@7`{Tg`n3KH0$Qe7Uh|Xd*i5;iN*cl&v
z_v5<BOS>$}n|f{O)v4#*OV5VV;#+mn;usy$Qj*&VDQO0UN=iXlQi&%(kZC{#hDSO9
zQ<?f%np(P2f-`Jt8`U*Ht8V91s)VGWE2wkp078OLQc+j$Hc~=Tl6qt$06#2o+kZyB
zlsU`m%bRX;AClIdUDa#FX=~=P6&ljH{V782uTPtGHF8bj&q(}NB;2X$SY_H|rm<|k
zs)wC%Znsg=?x+NeN$_wYe0IP%k&~V`Z3WD(V{)$e?x*E`zt)_%)Q{S(Ru^>!g4I{;
zAAEMld!{s3n=`j<Jza0FU8?U$rBYpO%cxZ)!j(#5si&GzPZ`aoX>zZkNyeC)Q)&{<
z%r>W4ZQ6ROb+oN2aRB`!g`}ufgl7<J)NKPmMY1FcTDRlRF_lhhUulXR1FtoAFSRA5
z%4^nv)c5@rs9&&N)m=pO=S$vdthZ<ARdcr`%Bn{yXde`6QmB+$S}GiDPtuJwx@!~f
z)bw2{s43Edx^Jzw7u<DUm?fpIh4rNbq$OQtu#i>~5@W3LPbPUi&Hn&ZoafWrr{#s3
z?aW?p^E&H!a@TKmxm6ci{mPctbk$e;mB!~@=`z)}*>=5M?w1OX+cfm`b=B1fZ4Wx1
zO?@AJAD)^n`uo;5B>w;q{%vZXOq}NQ@1xqT(7JNft~qOFq1C#&qTO|@e$#TS)K+~~
zo6B~!HKr;Uv}th7W$KeuIv>4QYOQqaT{cs=w5A%${Vme$!xHSwJuNKRdTg@m?aKN~
za&40Nm-K~%mjX&#qPCUlDwQp%R!wM5$SV3Zpfm*9!!2v9c@C{UwbP;cd$oqKPOWK8
zGgmY*Sb7IgQmO0FMx>WO{^hk0>#BxQ+MiNdHnkQD-81HycG|_d6W7wiCaeUMseM7(
zLh=ac9Y^z$5&5I1j5LCF#GS|_0%S=53~WdM888I#>J1;NKSZ>DhP$4fk?Crn`r}>t
zrF5RDsVJ>B=Iy$9JlL~qI&X6JHBEM*yIg9tC-#Gv589g3b~`n?+KWANPF$<aZBu)h
zxtFEA6g4LN=YKZLv%Zd60#&Cgw>bBF;s>L$5(|N{r$|r@wzWh^H>!eYl5deIr4k6O
zHnSEK6^@;HX7u6A&sKc%(0-lyM@K<b%x+@V-Kcc^J?5geg4ENNO9k6f-0CjXv~*V&
zt<*GDi!H*Us;yK`F-nG1?NaIKQ1k4^)X%3*Wco_ypD;Z<^Lm=wN6cPY*4n6bBQ|=P
zs_Rc(?@wBFO|qifTU$YGdb*0P&3m_2Qq_tk>FSw%6%?zerg4|t(6mQ2d6COaLu=LC
zzSkO?MQZCEYj-Ois?#@m%RZ*D+*v}>&3&5vLgP1EO>1d!#5YxMtfzUjxZp~Y*1oIV
zYt3C%%<WHd*1XTHtJnIz{{UL5{Y$JhHRk(u)!L5WuW1fkFM5*UbE~;r>s)D+FuI!O
zYDsQP2a?mR-HG2%3-6dXZ=wYE9n!rk(|hnk-TvQq+;<+Qb=~dvp155FAyKkDTBw@s
z0x7dZ+Jt6Rt#YLWL~*%@8}4JtnfTkzHuK$s-vn(tc$xnI6W|HYY{DMXuDMdT=`NHl
zsVY?~RCP>Mr4C8xLx!oAm+goFXWUxV)gz=NB+^9{vD!qqi^>|TQ=uP8Q$tdQ(%CWY
zDy^TXZ7Bd`6vzcVP@b-h-S5m(OsQUVzMI8jRNp+uFfClS-yy#(F=AsMc^hxuB)|{=
z1jsNko($tZrZ+L-0UKvCfFSX(9Wz?(Qxtakt5x0i+Dg)!ZN-NQWh3%9nv+VTEKf>+
zN}*r?Wk~DC)Y-1|VZ%{vt!=iFRJWB%>0}_OZI%5(P^L-(+i@P?Sx;MQPgJ2v4F##Z
zd>{xQWGhQsEeEuG06AmK?TOrPAo=+pq;~8i1}0_)d;uAe5GSzOL6P5te^NjvI3gn_
zK45_cVoAxBI2j`tp3@Pu5O>MkcFb_DUL1~B*N~~+Z%A&x3i){4(=&S3;*m0_nI{H(
z=0OBZiNqf;PSeAg+#H{b$jQdrXW)LEQ<2;g6F8VB;!K{|%>3hklm7rVVq<-_G7p0j
zpSJVE!kOvFXVs~?09Q(Q9RQ|Ow+agG1VrS4<Zql0zfr*_^8VQ3y)7+GYwgm}u<cb#
z>Pj17gelinqIL)pb|<Ms1g9!d1C55?rdI7ccPrgfb}K^v0Oa4QLX}xs5(<iKw)Fo1
zeNaeD2M9|8@{-{IgHo?kHA;oh>3UUJ=?Xo!tCpa<&A~9KT}4<ORLv?>MKu{iV*yH0
z0vF8gzq6jT*525}aQek<N}H2<n;h#~UM_{Q$)?m7s1%E}(IF&QC|?1F93ZGB?_Sb~
zNlLnU=;=$25!4)Y0LK_RrT*h~4Y2!(Vuh6-rM1$aQ_xb64O64?sc8ZW&h<KTD}n&R
z6%tfQl2oM?6C|DFl1!7BCU%%Hzz^yEowGCc{bTcF@UOfL#`MpjT!_{b)ZUa7%7oJ@
z3W{>6-My1Oe951k%*h`!A8-!@j0io6$DEz<yvT#xK^#YLKH!hJ2flXs1mI2%51a!4
zfs=!@4>=<^zz_l9%GBY@;ZbjdWvvF3wFSP9R?55SS<W{j8$>`c69jDpp8#)x!6Xg*
z&co&p>G3g~M-ai<55b=BWadxK{jdNek~iN61PtwuxsQ@#01OyCmeYc1zP!#`?E%Wx
z(}HQg+H~PqoWa2pgORit>?Tj^KRh|ca!HvO5j(&+$^D7OGXi_hZr>6_&UPE)e*KQD
znC+Q}>?3U8i9N^!&LFd~7UOTp;m0GWry-%z+s&<QX<bi<q)dFDJ+=hzA87;i?+1t6
zpN{bZVe#|7RQLI%)!I&HIG)ki$Bbul6T^@WWbG5a{k)mq>;xD*HTKZob@BvIopR2=
zM5V=YrbJirci(`nRNZKva}&Nv-v$J41F(+Aegin4l6y|zpF8=)WMs*N&)muHxz6~>
zllT7soFj)jMBq&K$c?+q!R?co;+oTqtDP@O_;I1Na)GEd)}p!4*(2XtS9v1hFJ7&y
zsVu6drTUV>5Yr!0>gqkFkbf&p2TGEblaKC%H`t_tL6_Hc)vB(lj)tVHD5{&-G&G7)
z2c)HoO6}pUlA=%=Ew%?rR5}1h76j%X%*i`rJNd_dAa{|#Ng2*OV8M)>f;;x@xEw)l
zJZr%s^cN)Rbch8Gls3-vu*_;|4qjC;blT}bbks8P%F`?gdX%u1m(&O<_i5^s^I;%_
zp(|}u(xUN#l8C1E3cc6<q^%$`^zE8|Y?2C%NU08mh)gyq3QU=CAt@`i1m*+@C*}me
zBeuYt#ybE2I*2lU@^|wBN0^h31mN(gwZ>cMFHU#!&oNjE*k?<Osra<s0j7g}vk`Xd
zC~UGDsi&weq!aB5mcuIQDGj=+rfHBAKcB6oIM4)jIuB426ctN-bj>nqUTqILw9u^;
z;5AMb<IeTbsq`tf+ih+w(6ZQRCBm<6R%}PcK?AgzF*6cyb`vBMxtU{Qf@B;I%O)^R
zW<*T)IX*?pP1MhZ`wQeN<raiix45OR_`9q)4}giN6q1z!6cj>&feH!)$WS?vu}|e9
zd&djEZKOs<36K0_k|IFdpU_vQuB)Rino6pQQu|9~<4sWO1?E;dTxH*FXbWj+C#kiP
zg(Q$tQv-^A`u(3|rJkIq5W_z7m?mHL{o(<LNpOHAA`+quHRYCDy;_05Yf5RxB@Ypn
zw*b%(EpRnFuUf=rGvnhKg93Mh1GvoZ5_NsN>@ZJxllmO(ksxth*V%C_r8G=2?SPjY
zVRc2v{{XykMNS%;nud_Fm8GCsX|}>zWcy{p>fYpiA<N}zrv=4mskGP|4T8FtnyIR-
zaiou^6s{(gjR;`6mHz;Iwp17g+3Klr3v-1kYpA6`{{Y%~SPI)eWH*yr5new=y4xy>
zX{`idbcTt#>gt2^@k?%Hz?!RzsU@@=D73;r1^44V*dYn(N}W<AJzSxE)|QP2K&>gG
z+HKnA5Tw=IRnW9CRHXE{;?xt<SzkZQBr#55vV-mWD6rI;`htdzqf6-eic4J`4L{SW
z;8RqiQm(YN>lVe+Q`CQYprx(Lg;Lu~r7o6S_Y{S%gnfrqPP(GD3ImC4NmXSp)TwLh
zJz|i&D%OMTtF82~rkf=RacM5M)pE#lpsg~fwerf^M6tQBwFj2rsLOto0wVkF)I9A)
zORhfq%TtcJ=~CA7izP~NYEe;Alu1z}?fIv%q)g*8+<cM#lOXLrJ8@b1TB>w1<wY~>
zw)#rhapqiY4<RdYr8wDAQWk*YPPSBu0mL|g1qw*FBprmEgcG!wjp9HNIP7z@%h{#0
z9Jf;D`Bx~*$90W`M$Z}w9omv8X-JkJ<2yu{-e8#rI{;u9lY_%2J%}cAi~vf6e32tR
ze1kAKkrECwya7IO*mv+d!wNab+kX-B@ds>(0ytjvueSMIQsY~1txPFg#Yc_)jSl@X
zz4I|3Ksl4Rh%=L))X5#ZoZy7-@I*&(8IUkAdyd3JV~BY_G1!Cixt!wzB<HsPGlSc}
zpPkRa7!l_=;cHxJ$5iENXgp1AtHfHIe<xgyLm`>cCFf}dG9q`{BXB$Hb~D47#(&N;
zv~ReRw4a!dv5HK{Gu!0$iI7Oa$vGYj@Id(h9Lx`sAdv$iGa13i94ab7Ae^tpmKNV?
zR<J4+p}qdA00ySiC!KPMf*_IPWN#lQ<bUqd2RKp;5Jzd4F*0U$?;?AG1Y{VKB;-%#
z#7t*9e!0d0gNzb?NQ_QM7y~0dXA)<HGN9d^4ZU7_tapvZ6v&HZoe2C}Z#h`n`DP+}
zNh4|QPDqT;Z$0umaBh1@25~r&4&DC%$KpsalZ+1=$DZK)PU3Uq%A66H-b@bUZ}$oK
zCjd-v&b8E1!+kg0Qs(*?Qlg|*zzS|O-*HNled4CpoQxj87zcmwJ;03lj1CNW+cPAC
z;GE|m3<3srClM1QM&l8QlaM5B`gZUS2T{hy$;^nvcLagC*b+$KG|wSUR^RO-O=}Fu
zrECQ+OIt8&;%+ItibS^X2YB2-Aa^@wIG)7q!|EXCa{!Hp#NhY&7yy7r5E=4LK+a+$
zh|XZ<OpenL!MVxvi5<bj<VVDiC-1=SvFHB)w|BO{Wl>9&G&DQ^0Q}tn-M|d00M0;>
zz9x6y$v8|B2V=L4jxOn|>nN00M_X4$wMSa1UwML}g>|E-w6qljEi#k&x=88-C<Dcq
zfG2Z+1i=I2zD(`d=Q-g?5#mQ^%xyi7Z=ctI&tG`SI+0#m=uA<aY2&_|I?|_xhV_iu
zzup$g*nYLzrd?YLaTUpKw3SmfmY5w?h<#zEnr#R}VP4p62}egj09AVWYKvc2X|cRo
zeJ`xBZB4K05}t(n4x-GvY7)Up08pn(E)u0W9S<nE#shL@a!knEe2wD*J~DO!T)+}Y
zgYqXMs2R+HbJ+IV3gy0;XL^lyiXL>S%A!#=wds)h#-fKm5&*VsRdz=jZ7Q?XGV)jr
zsoG1iLLGnH1y8uuT@7(cOJ3t)mR)3}YD<c7NkW@nCTM*#rYcnSt*ol8YQ<t(N_v*$
z(*)I51O?)ul?L3WL#j#k(%5xs2o9+UDkqDqHhRrNb)>Y=C#m|kI(o`VkkddFI{S(M
zLv1%JP$mh008vOg#=gB#Fx?)Au&OMU0#j7#NdExBh1ES`q4!EZD#L41;F6*4mBEBJ
z#T6NzL(72cm;(|hc6ag9b;UFQWmBGjV|7JaTCY^xE75zRELGH$P_DREQK5=P`cqER
zg;c9)gtmfGNp&H`q1Q@KT}loKI(Fpp)QVrAu0P)pnoGT^rD{VcLyL4UiqlYpdu}JB
zxXKB0t)cz%FCiEX{{YJ}U;;KG0nS8Yu*`gL6Z5e%9zR3e9l+i)I1T!m49zc1FGJue
zcUCAHjWPrp(ze`l(AP6-Rx&EK+>+als^40c+6z;Tu95KC5`}avPAsAjl&|uvsY9hu
z6`XNnGuX!Y#2@?b+qQGXR%+_0L!zFlqMa`zq2#dhjfWBs^0*MB^`j*8sz5k7#~DTH
zTjQ)6YKxQg)cp*!lw6Y4%_wP;)WdCx^i-*q+9dmJwb0s0S4u%riGrKXx$BkduMG3G
zqKbo^M;eO#5nQi)udM-$Ffw+Thz3kZ-|yH1i4rrz2j+MEAnmjd8|Nkj$;+<y?=;(W
zHmfuJ3uS3>6awDrkkS(0wBfY5Zwo_+NcU8vspl2e_qrZZoH2g3(@=VqX8I*`yC}C@
zYFlHiX&%W5xu)#;QqqAdPt_?;1rQx;@|4?dHz3npJ=Ux%T@7jth~d8WwQb{^Vh?c}
z?m#`{4}po9-Uo={U8BSjCjj>N?T+#f+l<4h)2<-}m+v%+_7Yapw6rzoT}e}6z?aii
zZc-TN_Z&)%I@~G=Xtn`U!Y<HT%js^C`AF+)OGG<WOJ7IQ;_$YLMLkLq8c_*bi*+b7
zDO3VPprx)YQK#b5jexB+)+Mb#NVP=`KNM+QDrr;3@rlXAc!CTc*B!U;b~uP6f2~LL
zpPvR}?Y|j?SZfzrni^N_weKv;MvCb`;vOAE5RSLoa4t}(ZNxV3N%uNErJ+hHH146M
zOKPaHU7174QrdA=`moc@wve?r!@k$H^Jqen=e)|?Z=p$8JtZWlZGAZBRMgkP!rQ1s
zUlEY6nrdtAuK)oNhm(>CjpuTEOi1!hB*2XB3C#Ht4)AmNw~3#Vxe)?5jzkkP`r>C1
z<VX->z$XKSG7N#Z!81G0*b)vm8w0~2Z%TdMWD5%CYJ;3yfxRh8>${$o78TTM4+rcd
z_$0{gdwc<()Se#SzQhkb@jHm^GxNk`MgRotJ|J#E^Zf`DF~P9L&^rnI*&VkX$v>)u
z@UC1)rnVI4mbse}DWtAft;ZVDoJa&#`JHm5C6gc5ZLt~1kumW-@B`{31GL2LiH)&6
zzT!8N#0lC{gS6+w`IyYa57d%SP=NwFPvsx_whv-P#s(ufXP`9tH1OO={f2<n0`#!U
z)gw%}oBc;PoaRR25A1L!$Nm29NB%r^$eARA5j*7f0H4-kGk|>WxdUjE{uA3VGE5BM
z9f^oPuXyd8L~X>mwRdMhx}b|z#M>%rPD|yUTZZC66&1B@mF`ZAkpu4=?<DLyewZ1V
z--kJna(B*S`e1BC{J;=IB7EoIcl-X)9r$5bARjo!PyRJKY+(5S&kOO;(C#z@8yZ&j
z$Y()FQu^M8_qBnowWWn<Hws5+bpHVUAZ(xc=(hg=>zh0r8h`%)5H?KD{t_*@^Zx)6
zXFMEpDEbNi0A)VmAFO?z{{SFhf5iA_{F4#E*XjN{dhz^L;xcjn0F#c++fFCs<j&Zm
zI42uH0C+Ncd`8#+iGX<Aua-vBbFZtaz1eBns=Qo6m~O3g_4Lh}hh9sM(a<#dnj|bB
zHn$S%Z*?~MS}1TL+t|@`W}z=!Z}){E#fDA3hKkWh>JnHDtkhROUsRIv4N6uOY){iE
z3@jR;>xpZLN=*f5EHfgxS1kRJ`C-~q{{Yl@{fYkozOhV){{YWF;5_XbtmHw?-g}6N
z+sMq%jsYeB1eF{Fi86806S*YB542~EkvF?dE3{8gX_^w{GE^NGdaAptb&h+bLDy-*
z=&6!II$9`8MWO*wNKpkMb%p+&s)i^lQ)#EEQk3gfifUVIC2c&*h)dLrwN=pLFTBf$
zFQ0X%6o*RFBa1=#UP8Y8nBi)7d7rAk2vpibR8}M1ZpU&%B@V1qRj|4mRi&0uP~b&P
zX{TYuA(tC;p$-=U9ce&Ah$^Tw(+oFE^~X_IDO-KTA;xK{*LAL@>FNB>Q(KyS01~K=
zcpvW9-=r&EsjaN8bKR}0sH=4;LOsf=hiVoOkqJm!s#=0lkP;FV2}p$OV%w-h{q~IZ
z#DC;7+dNvQaXihufCt+P>U@XSUvzEGF{3F{UeUN;F7KeJG!+z-bhg?jh*$x22&{6V
zttj@w$wFH~!jzPPo|P!fYAZD*MKwjMNn0B&Fj{@P#YI)|nwM21)D~Vetu&-;+E9*w
z1S_bJc+(`uk_m|*VC~`vos4dK#5wR|A8z6|7~dE(`UAsja7gf}^EE!$Q=ggmb-Fgn
zjcKT!rTP}D8@JGfrNmO&XlQM0wx-%cC@578I}ddPCRXCzTaP%m9er*(`^$4(sjRB4
zc~upaH8pRzWp7lvx879uTaKw}CnV&M44h9ExWO`eCMUmg51f-25rl~_rUw29pBoI1
zF+burm`OR3d6Hs)20(dbm)#PW_y#iokJ2V20}+wpcO*yY8xi_#jlaX=h>|z*3G)NC
zKJX55Nt_M|C%pZP$B6^u#^juc1V~2RYu4I=+fLmAs)f$b+S_07Yr;Q>+R9Mk9W4eP
zJxny>+e)5AE3AjTw1+*!goNZ0_JqBvDp;-3H7ZL<577rM_M-4p#-^d>7UC+}ZO*ns
zG_<G)VJ*4V>#A`*It2cvCL&`ZcKb-*u`!ZNiJZp6Yz)twb|yySGsas+lr&J#D)i)Y
z8E8aJk$PC2MZ8Xj#2DRbbUobDs<zCwH6;oV%db>e)~dH?#X^c&ZnBjLFEIS{hZ{hB
z4V5G*&b1^fOi)r3QlL<zsDczaRFwl61`MRhAc+PiVtB1dTUA2xDky5IDIaVS+tkmw
zPV#zzN|GIIXj(x@AfyloBpDMsiZzpU>t!0U(Mx}2vXHu_LsrYunr@v`?6fXSFtDcS
z<u9cRr&8T@2oE~8x{{}=cck&S^A{dR;SX4DBZZGG#P2m5sTw|Wy#CnE!z!O12r-Nl
zO!zQ%5G3MGKG7Y7_v3nU#ieec$29h!RSW+BolV-cBVNObZ49Zx5pZEDrBjYN3pCWo
zL(5u=YIWpwE2mq!SZ?-JlwBwvr5$|%;sdnHU$)zw4b?PVr*VGUjjc#ag=q>MVLe1~
z3P`?Vcr_klFB`=d;m+H)^NdJ<1dsG~+({df0qj8W!84zj7zPF+bByE?Vn!ol88AUJ
zz9vU`J*4bL;%B^Yi5Vsd#tZ>~H|+$^h{X4q2$zxHXp9W`K4TtnGIPQvHs2E>OpW(A
zGET$w--RM_BgA~kjEtD?+vG%|VnqJ9+wNzu&u}LKctftb<r2&jowhz8_anZ^&wclj
zao@b-d5-3Lft{ypjK)m(f<b{Fq>K!Sjm}4&D>lpSp~be#&LNa_y0kW>CA4)%xZ;wM
z5RhZ@FQjz{2LKcznLd6*7{m$tl0XA~tPue4ilokGwsZc89%BHWE|E#q3U;oJl?4h|
zTdw=vN=s^5S}jo`t@OC^hqi?{%34c`Prl<RB|*3RJTlVVa<$rzb-?{AY%<F}&<zGw
z)q0<(aJ=C!2N1h(ODS!jmml}l^yo#IAc=wq7yxhQ{>;HM-0=79B0G1S&O408APwd*
zS-0D4swtXTDpHWAi;gJ*KOiA4Hp86+Of8iqWUHwK2c!wDs%=gwmz<~fLPLU`UrdFB
znMf_L5ZMVS>I0@a!BPCuctZaG3;p>;S14;4cr#MNly51Ps#4u(O&XNL$V;p|pQ<eN
zw);*Y)|Q^2^GZvN^&s_d1}V_(I%+DxX=MFMsM=Li)W9f(LvJpQo}qCnKxVMAvHt+E
z0(h~LBh2Pc-b`m3fM>oia=&f%&NBc^jix||#E(2W>nKIy)kp$ED0#;a=u+H$X-iI`
z0qFX6l3Zx+7UFAGR+0)(+1aYJns+Iir=w+;R@18}rfF}5G95}wb(I17)*B(y?y$v6
zRPU6wx0-Rr(4^T(p3^fhaolWnR7p95zUPCgW)GgyMkaBC;Cb?Up`2Y+S5?-j3ahND
zswhKkA$2dh`Acjx+YGjX>XuU5OtjN2pdN<WX|~e{LQ*Z~z6cZhjrJJdu=9u_U`gHt
zNg0mg=NZYI&Nmx?k_5r;-(k7<GXh54gl>jWBen?bx&1pC$?{Kr6v^KrVtz4!f^Y}`
zZQz`k^$5r_<YRG+k1#hMzi<$Dp69-DHuw-p0PmjA5FUQWl*Ad_WJhddb_ZdZ`<Ti(
z#GREO3EbpnB0sK93CaXU;t0-uVnF*w1Y>B&3U{89lM%mTo#5jD_TEf_fc?CxB4%I>
zvGPdXbMb*Bfduy1Nt_5f5<9@yNFaaNzT7Dvtd7S!;2fFG51!;l3#wyiiN|0FIE=?`
z`6Hwl0HX2T=ccr`57}4qobLdTe@sX_M*d)f)JX?oC+7n)dmq=qpRkF>=NZo9xEYPH
zxbZ!(2+0Q`AVls*^%DmeKV!ltTHp3((234K?lwDS0gl81a4-+fPaD0HnEJ}W(wZC9
zOZ2G_DDDJT(v(022u)8~*-ZAPajcUD6hYAe1NDR02*EyQzWv1gi2+1oIZ>I6Wc`fE
zgWf!zC?pz!LE#jnC{WPlT8fHVno`xhOmix=-iOpc{{U<BN-66XlXlYUO)Wy)BP(*1
z$5=|$IP0mZtB^n_Dnd^dNYNTf`l-@d-iZ&ao{LteX?EJQ8I+|pNJqC+s34I~O0YUf
zl|q6zo?sF?{6}#({UB{P?T#bVe?m{#Km#-0C&9$PGZ$*VNCU={K4O*etYfqJDkFh4
z6}3ePG}BNm;CHLnFLi~3smjYWL-fh~#<t!*zL%pvolB-GTL~m|%|lF>AascxT0~|u
zxCG<5I}DI<K6@OJ2F+#G+NV!|i%ssboq!-yIJDK$2m~IQTC~4T+=v}WZ3_Nh%pozz
zR;^?Gs#4Ra`F}yEP^G06cbiQE)HSrpQh@iW>uH;CgrvAiieIBZ3ko2terf_#XbA^#
z6&_;$0RC?nl~B<tzLW-)6tc79>vGJ;3zOsg+zBu<ng0L`<O4B-93p4F4rF=pBR}^u
z-;TlG`B$TwTV|71(`m=w330n^>bBicC|MEg5mQX?1qw>g7P_)jpp_{FUy~gF04Q0v
zP*hj0s^O?oictL+urkm0&xL+^buv{}^UZ<OQ0og%T4g8LP#sshUg5;lTbRsvh`VVN
zHwQ|B28VSHy3;NqI5?j_rr5xNk${|>$UA2oTvE{1))xgGB~@8%J#PIo4nA8*-EMnm
zUrI;@RJafhU>-IX?=%+oR?Q}pprLdz^z{v16;pJ54)661qNnN8O7>&`$q57)kQ8y%
zTAKY<5SMP1NlF>|WTur!qDiMo{{WI&XwgoWQMrc#%+60y;|p)EERTuH$}LU2`FU%;
zFF&%k76ASuQEapYQ+-n+<#4BIbxn3l4X~%&Q>XI7YeEh|FftFN(zJy8_gj_I+@|VJ
z@Y)p7CZ4aeRSsMVi>*dWj5d=AAP6BtS5cC7kvTc>_s-jm@!Kj)NimFlh#8sB@{lJp
z8)6mVyFRsw2SY6@Ynu)rXG+*c(foSdPDk+VHEe7yo7j0*CB1f1osv~h!e3J;rgtjB
zP^19>2?0jdt5e@<f)ef0r3r0;Oq5e86lhgEh-qn~OCIuk2YT}){{S&30XV=BGI!7D
zHUknT7~xFre@veua(fQr{{Tia!l!?gy@C|?04i#97v1AeWK5iiKdhX|21y;TLHUCK
zY>Cb`5Hbu5;&2EC0o?b&#}E@Rd*H}Ee0RnULCFATgR9Sv6W;<P#xXu5$UI22%9g1Y
zxZQD;Z<e(7Oqc*ncaM+KCS$yBoa7>R%)lN%j~%xIAa{wz(2_h6AWX>IkNkH8%;$wN
za}Z3A@xaC-?F2;UgaFHMq1{WSw;VX0G%--AKu_y~)I@fk{{X1&JMkHv;9>{Fj2JUJ
zWSRc}2#n<KorHnk_TC7`c>K8FQT~HygM)%|Ac)UzJ8*y*8q<z+HaGL9Jna&YHy^oy
zgBjbr?tBBW1(Gv^lkj65zDeBYw1b`?Oo<118QknfWJ$<5&f9iF<H#Tg7~CHq$izgQ
z@xmz5qV=UON)3@i%a4iB)Q}G3p56eE3>b)#I(|t65xOK~V{@?^NcjDu^cjNycN@se
zjN=*ex~IIHY+@o{2n2qRGG{-xp8P?t6YvA!3IST_LA)CR2ANZZZJtJ^-SdH&&P;71
z=eKNa!6Wa9gXdrYfr5H_m?yE`0zbsgVh3|3cbFZCm^+Y=4&&}b!2>b4ox1_>PB^`J
zKwh-2fQ*H<L9LDMZZe6<K46j#)4$1*1Y_-!CnjPb7$-6$kLW*q_?%22&yqWw<m^C!
z0&ye3pCK9UGCV=w2L$JF+c+C!&RucO$M1%s!!e~VZ7L4qmZridn9rX$!Jq0$h$<O5
zh?HcXpXvtEB2GSLf6d=9GmOUMV{_leGr53rP9ua&{Ks(vImz$X58Glu;cq^?>%R4@
zQFBvD8_*3+1&PY~gQQP$J%)3*nUUWo7@S0R$Z`o8?Gc&I+sFB*;vxibk`{{4%XJk3
zo{g7P2wh!E6z(i^xUi&BsbaNl!%9cG-8$MzmeLlqsrGv08nUpj@2hI-fTjwHCKE`6
z)sy*IQ}v*_S!{l19TZ@w{!}&x_ncn3x78A~rSkS9(zyy&=HP?oAyD4#*6xu*a;m3n
z1)x)<<(hRR)gex$%4MlcI@^kEwYb}jsS8tWsY&WWNV-jHm1z|fwpwb&SSt_JQ&T%{
zT$BvD{lD6zO4IpIQ`GJ$SyIZB;?`{q$&@nVG}hV{ON0Yb@*S<KN<te+LRC`Y=@1D*
z-0NnMx4Pa^RO*n1Lsl!Rs&$r_a;BxmDboxvx1DjOvZD<&r54)~wU|gql_<yNRI6{>
zue*!|_#HGP5(Z#%6}?F{$~N@b^sAKYJ5zpk%KF+$l}4l^QK?HI(6xO<wG>FDNm?0L
zW%Q}!Ca5E+#Zx+^yM~{)rOHHUy5_YXTMoTY;d!b_OJQpN0K|K%r>&=iLe!PKvX=sy
z9equy-58vl9|vzZ5&@6vw}HcwcY!`9s}N^>uprNq!>+l+p`fX@bg>s89mkEVYo1Y>
ztFE~+?rFuR-AijjG_<Oq1+s(Cq^T(nINFl6bggc>Ru*MtFa{xOTFR8Q6{%#YOHnFP
zlu0D0{{Wm+WRgsi`Hn~&WZA5}Q__dhs>4FGDv&Mql~X{Zg9U_&mffZNrBToXwpL@O
zsLA|Jjnt_Xc6v7!T1pdBNVo0v2~q;bxDe9UZY5=5PK8_4qFZmFO{c9cBGTf3TP?<v
zzZ&y2ykg`C{<9;z>}R<01f1=KB1z15kCX6YXcIX(&m5<t^xl@#D7Yy?<l?E?q(YMW
z$!W@GpA{10N~c0wbqe++3VR?I5T+9iR5_ya2|8CqFX{gPkGoZIAqo~mQVNRHGNPmI
zJyg=0rD%~ID19s`z*MAuRG7s|N(R!1NZw64JR>xvOQ1?rNzTWCCe<S1ppXP%vpAR|
z6S*-H;2G~ApVl});DB;*=K~QwMs^+GW&qPEu9~{^P^%`LO+6Znrnc^-w#$hB0NRa@
za+Iw*5AIb`L@4%OM)z*CU6oFhT-~>-;-#(|xBW-cDYAbcN7N)f76kPUg(NGm5_sOq
z$WKlJsd-1#-pNpLZI)YJRzjZG3nsSNtw<nL+BS0&@=}Lo`KD5;fLlVtjv#_5-X*QQ
zjJ<83DZZIo$Ui;yf_FX+*d}u`lfwZ^C`tm9r5FGwsY=WQqySV&GC%+mfMbqe(;Sx6
z+K4*3uX4)T0s||lqjl9(Ez}`w`z?Enm7!tb`H-R#q?9<2s7dXoAvry4(k#~3YDR6h
zJx02OIZIm8Uh`BGCBBx$GG0$zJMTIkTc_I&r6so3u8>r&pYny;2fk0cDTsEeZwZ^9
zVnoZg+)Jq_9qiQ8GHjWb!d()K7vF6Pb#1DuQd?~cacM#1yDRf&YWqVi+1Wf=Rhh|z
zy0N#kr4%tPxu*oXbV6ob46?PB+j6N&RHdmXNh7Elcal8K)UCGt9-6A8q;d*tF77jH
zWT1fyOI2${W2uAu)bx&loroZE5%j6dWVV&6<)o4po}{Pvh2#~)f|My%A8e4IQb<ux
zP*CfRJth>?t^|ZC2^dHqEkQUqGrSTHNF;t?jPRFj87Lr(AI_X+C-VYF{yPZxBzE|(
z5dQ$Q=WeE^3go4*OfFm!5iXf0rkp9Lr+oa(%8Jx7+G&;&MSVbMN6^yWB;B56u$h-}
z8Mkd$3(c~SMJ|S#Xas|MEp8nGtw{2M@5r8MS%a=GOTTbov-w`MRZ-kZz$Aj*BM++L
zuH<!5q~;*xamH6GMc&NlV()6XTA!5=&B}(Vh0=P7R5w!FOF8h78%ELX3hnAllG;ce
z(n*=_1a%ykKbH_r)5bEo*GXF2l=XCU?^8J;bk!`Tp_L4Rg*8we>Q3So6i4Qrz~ixC
z{{Z%;#@i@PH`&Z95JiIA!zO01*J)w4Q!sHh)V$PEp6LocsP4tb8$0qthb$8ziq1<a
z#3pH`rqffUS`vy0$W)c64_NJ+M~mVNPk4}WB<DUO=f8CBB1w?|cabBpp9f<DbG#gF
z>SgPY{II>LPSj~C3TKuH4qBY5vvjD;tTAqWmX%8ef8{CM1muEt;=7-uy(dtY6J@??
zIvTaP3?i)1-06WP64DrIj*6+lAcW0glnMU;JwOBMxL5t8{!izE6F$~8gSbjVhGt2*
zsdN*WOR_T)4=D)EMN-YE{wft6K5yi+w37QqSyB_o1nh>U7So4jfC8D8nr$jHpaJEk
zxvWQ4c`?auYI=y~W|-vPB{Wszn7qx_Ze1GF8alu!zlq(|WU}0~CEU~fWAwDGw{Njo
zu9s@Zswx?2iYt9f&L{@Y6*=3<E@}F4=8muAzdAIPPKf4Kg}N@$sx;k2#?N^A3iLFE
zbkp8+?Z)w^?)1t+$G2Z*y4Ty?g(a$`tqTd}O(R?CGtjR#bYDODN2*`ZdiO%yYhTfP
z#<Ngbu8OqPUM%+;1#=aaO-XLL+8=7|V7lDx7aL{r)p51f(A+BM>KS}Ew2tF?nDiC+
zfb$R2{m=0}^+%~~dV<5uTUMRE{{S7oU0$u`Zl!AA<t>Lzy-}oWb_S`ewz``w7x6}`
zUsV+?HKLst8s=%+sa;X^i4NA_*r3Dl3_BUZCooJ<dNhQ?FF3iGoKQLIOC=x%(Xi5y
zw!@(lD0GmtB_LO$PT`Z7bB@Z-N=!=5vY=gM<OC%x6pfXP_UckfR@p5nBB@c#c>a8o
zw&%nUKptW@-*7lY=6(zrBp&j9-_}HT<LC<GsJ&Kc-@zSxsJ;3s)3%>XRhqVz?{oD`
z=CRV$yuhW^%=0Sgs<gv*Z6$DO+j(}C{Y_n2p=m3rkzVzp$#{EAxm3;m=}kp)`TRgr
ziU>+d*0K_mq$x^KQRxXvM3PA$2!c)oo%wt-5LO^3iD{OErXevTg3Ro^=yeQiY`pKI
zljyH6XqCykSD8-2mPm0iu~6A5%+(=ZM2c7OMNRkZSw8r!Pf-0U?9@{_<uy$^&D2xA
z!;5A19%VsoKFh6?xZABQA#FH?A!t%kw3Ltt_6PAR{9w6{_=|Gel3by!<z<(X9J=J|
z%-)^TmJMBV)YSUFSJUY`c9o#i7X(yU>=yfdJ%*WDsTyM3&AzUt&u!KB3uD)Nk!{M_
zzbR<6KBKE-Ra8?oW}(3~_t(>Gr$91NqADTvAf+W?Xs23AM^HbRC0Q2j`UcY~x!$fC
zilHFQEsmH|Q3ain<!xC?pF!W;ruN7MA_;A1R;<n$BR4lAJu@zsX0X*hxffKY2cxcG
z32o&i30Q4vQWB60h*@r%P3)+WaSjlbB__(*+5l9Yk_`zJ_lnY&)0e#(^JA4<jrB3g
zer)r%m+o^@mD(oxU31m^yk?r&Sglz?^@i<lV%Dl#%goxU5NoSxA9=dxkxp5sUr=}Q
zvhSfjt$z~UfAikO%nn2PbgRGeL(qn(w%hHRXOQ()JvXCh^rex#OL5jWYjt(v*I8Rp
zeRA=tuC?_yON&=0S-aYeuH9K~Wp?LOzc%##ndW|?(z>5ra-)&DuDe8NdS`1jhcGO9
zCsJ!0PK}~r+7?``)Vi^&U0s(=QZ)U}*q7IKeU@8xzTDd0CZeC-;QN*C?RQ#Tx?HPk
zl|4ugyyK0we>NIweWpQ^326yQB}b-INzi)?!)GxBPdtQ8Ov)h)CAF+N%(~F$q&Dc6
zQB!SAq^y*_5SPPB*$UWIB8MDEDITa+d&nRqLaDya@J$K5D;sz4T^nc<dDL#+s!(%p
z(=3M>3V<Nps{$$3(v^jlTMmZOrHLy?3;S(PZ2Y=gPFk$RAO`LgDgH5b1WY)Jy43qj
zm7mVGQp1g<UfNOlTm0O8K5{#sF`t9?KQct*`aAf4`fl`b>H?3SRX(kKQPX;Ge?VzV
z71Na#)!l5i%HC#bON&~m%Y~kudV<Mupj9=oc55RQZlbz|wU=-7N@AAa!s?#4Zl|Xj
z!{uF@c`vQDwgQtb!;>!_@x(NehFJ=6U@5>>LQcv8mZB1pVkHGirEYQrfSUkom=p%K
zIon+LchT>vb$Vp=LCUXDI=e*EbF$UTYpvqvS<6jDc&N46^+IksUi)EUiOS?s*Rg3`
zB~{&<oh4fA_nI17+BO}ySTEE+Rc5dBzwvLS^hwUW8Kb>r@)w&niZ4(c-MraX&L2w+
z^BYWSRB~R8G*|xss-x1!Na@=>sk#=fZ&_*XR7^PS6Lo^F??G2u_0Ht;o(l+w>~eBs
z!JfeE21xiOHsjPr{V@6>ABS5$rylh&SkJ1Z-IZfLnCkTog`~JR+t<xOr>J#3y28yp
zcC@+JRON|xN~)%k%{>cGu-(z?Wi@TOrmu#@Wo1~!FuYw(&oedOHHH5Gfwb(xCfRvT
zxZJecU@fL4`_(Dc%_R-2EiI*QhQMs*f=U*OCY0J0pdhA|P|Bo=0Go|zTMsV*orb`S
z$;WIN8}2hOKpnXCztU&n^HtApL|&(TVqE=5TlsLurz<X|yx93kQ%cp&;jhuBtSnWg
ztW+_m9jeomw=F|oYS9*vTcU0j`-ST4)0G#?O*JZm{zpz=_Q8@r&?Ik|l0oCvKT<!3
zeIKRYL%y87U|9WI=<RQF^&3N>sxLf|(lo8m-}Eg;xzTlc?$2ww-Yxp(;ajL2)Ao96
zrLS02*XYePN2j$zZP;5?YnM7#+}&dnMX@6&)*^7(srlv_mUS{}ob-Uv56nva1-CEX
zu!XnjF6^bfs-Tw&L`03PqEob#rn%CU0*1sA0U(r|?WSC_>1)zorJiqo9-gedNb}R1
zD$<^$IcZ0KzH*a8-Q2P1t46S=qSF-jZ9i>#mcL5fFFLW!SzkkSq_QJLT(r_{%S~<0
z{{UJ15|+B{ZSmMu=z7N;T~(&{W^F7bG|bv7Sg%UzQkYxSF5Lna8(9<WGKBkMs#dVH
zC9gu+{7f#bejAkEhhyA{<@J5Oj`w-J&~vKb`z~ucbGPk!HLZFmXeqSyA^MjonWEF8
z>0f=XxPJ_{+i6tttv1U|nuE*vJ@Y60@4n!7*bg0!am2zK#S-=|<|3y;9mO6vdn<W|
zkckvF(`>lOWhql_zEZbK4-)H2DhevD+KUOI0!1j1v{O-4R<{bRN^-77l>>I>jXh?s
zafa=huGWRP+TDC!(EXj7LJ8<$Rc<BZRl2l<s4a$4*@XrBDlMgakE<#*hLQB6sFS6x
z?a|lWd63|%t+&<Gw70bQ(@eiun|(`2K~vAUWo=El0jFt7(#wU%TMFP}e?gJl6W$I0
zJ@eiPf*|qB)=dw3=C32UtEBC<bq&<%dYdk=veHwUf@^L@j`H1I1C6s#&~>WIZMLGB
zhK)T#g5gt4_~@raTU9+@<uNj7z+@+}6|#&w4DB~(Cnt;O4maH|6=FrQq?D*^qH1zo
z#gdgJEul&&Av8UgvPJKl<`|X>RMg%TiZL&+sxNFwu3=Olrsb)35|9WgQAn*!dD(B(
z`h}aat2FJ(>1DaJ!;UH4KUs32sv?q~-L0<rif7GATqt4cy0?<!Y*VzC8>eoP*u_0F
zJ=OHjs(oy88tGqG%Gz#nb6ZO2I;|^H%(v`Tnw@$5k<!=QL2t3Ma=cev7`ZX0t#8#S
zx)FD}R8iQeY948KN~Ty^T;rqZ($5Ntw<>CAZEn$9>+2nEzNk|dDrgoMsk5Pi+NwW}
z3WbJ+wZ@uw^ro?06e~qq{Q>+x{{Rzyef}J@{QRTjor9LQ`d?8x1)T-0ndSzWcJWb7
zNkMGY*4sU0mg{Y}S}%6g(7UZJS4yj09nPNLe7aj~4qlq9rL(t2?#CO!q%llA<f{e2
zv1inl(#v>^th<b@r7ZzOE!JHqDQvj5h!pP<6Kj#VV-TH^aVnLYo0n2ZC%Tw*v$hD@
z2VqIhg1V4*N73J?-&Fj%{5y4Dr_N=58=U9Vyye%N($e*s7n@eQRl`MUeL<q{weQ;v
z&cNl8?aP`yKUr(6)YO!=+hv;dO<!G4d$3p4s`pJ-WkOu&PMP&XraeMy?Nw2Cx?e3k
z-PAXm)~eL{cU{x2+o`U1YrWR8y7hBD>Xy}G^%n=;sI3jY?MoF7x|*h%T2xP3y)Jrd
z^gqpS!yDFjsD68TowjnH)Xs_2H~RiU`h8b0H0Ff2a|Yo<XQsK)ToIyf3|#exHK_Fk
zW}&-i>s<znuD8FV{{XVrDvJAabd~iNYtE7QL;BYAY3Y*r%}2d%`fI%UrlY-Ew56|<
zR?1pRYsFTBx~2Qe`ikXk7dobYgEexbZrH_B)>W$F@TF_mpr}PVif_ZaL-IG-X`BNQ
zm%<sw+QqP!mWGusrwqKr(}k6lrw)C7it8=3@=)`VNS1ZfvPf}CMNe<RyK{@mPIvP{
zT6wkiZA>lZnQC>$Qc9A6I+USDV5pXa!kldzMu2TcvYwhbI(<O%)0W(pUZrbC9$;!A
zVLFnc*e@xxAEc|SFN;aI+CPXq;iNS5^n&L@@6<ffJ@j=0#$VJ|C_mo)&t7BlXzEtA
zhx?vi)nZPhX4)*syQtC9)tZB8{v~%!z2=2i)6`M_01~hEY8!Dr`pSB^>#|-BR)wE$
zsdVkQ=eN{Qrwd66C@V{AC?-^nw4r4=Qc|!|o8NjALBTl!W5^NPV0%V)h~wjzOFoU<
znP4XS?(oeAmQolk>=|&#1)>X|gb!4x*I;_4vG1sEV9odbmHq~0`=KOQKt7Y+1&Oan
zC%ptU_#a2v*dI>2LXqmv;l;~6I%_$J>MNVPh)+DZ6U!?-Rlifyw@;(*&*_WnXra8*
zT-T!Yb@Iy2qhS=OX*H;2HMCT=+KSq%kwY}=rm6F1n|F;VsQHb|TjqtbCrs#T{<YQD
zT^*+zml3D5rPlXfTc_+vFQ9dcHKqDXZ&QtwtkWx~EEzlgf%Q4h4ps8oU-FAUYuc?h
z%id@o{61_Hwv9PdyUF@QP^~Gu*V-#D){lOP2&JkPOQpN&>40XWJcST?@lfXCdPn9`
zut-8unNrGADk(@wQGiGQz{wnLTz!Q|$VyALq^XYe*_Rw?ouy1Tur^tB1HD@Tw4m%f
zY8)$|DG8>|UQT7aOA(%#bqY+tVVO4CdSOXKvq%ah<{UlCa|Pu%HrNCypq;8LuD&Dl
z;R#2p-fW~KBdXD-oKQ#r2OZMd8P`b=pUhoaiirS{R8%^N<Ivy2<M8*V{7E_asCgE?
za$ET=Q)uPo+g;P&s&u_Bv#hUX(R8$1>L{(cRsCV2>TgdZ-I!HNG*_0Mp`>x^yMfAU
zbJVpyW@^nxORl-?&P`=b0@{A}PinW+Bq+4)4ZWjkO50L^B`-5&qIoGv2tpKqo~Ftb
z$JE!NzsDQVU!qP#a)QgCeG%QRzM`!<6H4;)oxIege?{n5HMN&anpcHQyHMKc^(FgK
zR99DAuWvhL)N~qZ+}qZ>74ov>dAPSlYPEiq0P8>$zu^A>x-2W?*Rv8hMjre4-|l}1
zkp;C%r{?*FFxg}{{K98{0<@uREgK38Dp^R`Aw-Xp`$Fpz9izq{3mwYwDc2G~CvCST
zTv|4Ea;jF7T3^Pa$3I!VqJ3JStDm7Rck}7~a`MO0?=^2$Z4N%3!&h%=<)f)CS{jn`
zY1Gto15jRVb=D=RbWGlF*ZN9hQ&UxIs`qX;D(j!0aw0d*=W+dh(b`Ghem$%7mFt(%
zo}1U6y?K%9o6`NupLbtWx{B?pIc}=Pt$Ky7SYEY_%bGX+b6HR|#o_82+M2rkQKdn?
zxpAn}&$XusORfs~;NOjkrM1zHs=D)EP?abeOK?}T6apMUUBPJ$t+Gmx=hL?8(n081
zPv+yj;T_{a`8DB!K{CmeaLhK`yE4=BGi(Rv9buL!u%_k;+n6g#O5G(%DoNTr3Wy{f
zt*Vo6Sd;*0kfL{tw4gc~N4<6*$Ge=m6Ve~2{{T!}mC<zklGOaHvvT)C>n?F<#&pGY
zqt?1FL_b2x*`l^Pr!9itcf8xJtTlCg7bdQEXX|U-tkedwrl!8Li2nc<{{URvjP>=X
zxjU?RTgt14DYX`kwd$H4XKIaX)f3vgnb#WEblX<TsjsEES64f0v!>s5RkGUkw%b}&
zb*)XoPqRg4VuNG+GcNxCg8KO{&B|ZIS*=~CIkI(g^<22PX_tB1UsG41TCvz4YRzU>
zE38#k+6_Tfex|?CJy)#m2HjUfbEho}6SmfFwH+e-M5?_H)p~$se~0>Y8o3a?38h?m
zr&g<8F8=PiQ&maS$gNi}9#z?1*R?{mDv_jG)l}_Y&_4AkWi0jVKMlbc?HZ9OfMXIf
zQf^O798prsZwj1paSa#iI9^$s2fU=SE+nCaw&!$)$^km6Q-!*h5<<2{#X(v^a-wNO
z<#GwHyV}o9zk;8ne^dOF^xdqzJ$jSVyw>L)v(tRM)c&IRV|&+HdV;T(7VDOoV&ksa
z(b`VR<p!m8@uhVN)u!L2)i*1py5n5^w!IJ7to2F<seg-qpr1p&j<i;hbJG6+tBa>Q
zHR;#YT039z;`6C=9pbA<Q_|V$F6C}e=shuKa*gu+MZM|=Z(h|CwzatZC1rD!ln8T%
zy%zp0I=9hJq|SKyUeO$su-<h)IUm$jRD9-tQB+yAeuli?X!P}(ou+J*RtJ%(?A9tf
z6ZZ>cp0e|3uU4hIJyTbDdeK2gV;l?U2a}$ieOP*wylJ0W9Qf3nozXX49jY}IS2F1C
zHY!`4!(O=Uy4j~0x!pA-rvBB&rtzpQ)Q(nArqsKxrCO@nMe@~L;%i;fmzV7fg!Uzf
z;<&8(uxvTk9h8=7scE^4N?lcPMQzHZP9+E{4KT`EZeop+qOhvPC8Z?^N)z5JBo!!>
zrLqb|MNKNJl1blc#{KD=(}$p5Vfq{ODb9X<dZNDa<JD$@xoSF2M{+XJcG46y`r6-R
z(t2+BZMxUl^%a%-uB-mk-!9k9HAzEY)tXWJLz->cw@uyKg*_i0U8v-lBp8x&wn;KZ
zdrVK69C`uxiT)n^<orH))qBwV!P6JY9$a7buP`lqjn|iYt3`S_r=j#+U6bkcYZVp+
zyKSSathDNVH(Php<znNet``?9_Xf(T*sQJfxA58YiRsguzk*ldFVC%K%HCRPo_g}q
z=g;r#R=w6#h<^E_EczqU-!1j6plRC1f8&%FH*R-LPVSxR3Z$;oOQd1WhLcuLB<?jU
zhDaQ5)24B09A6QUZczv_>TXZc+-^`b%90zSEjpDc<hZ4}hdaa?uA(%<YErf~LRN&5
zpmwTCXibexc~EbzL&fhxe!6+f_<Hlb-hA>t-=eQNs;@<A4Fhwsa}M9BE}BN~ru7Y7
zp5s+dbhqhURikdTDy6#V`#si#e;aO@tA)Cjq1t+nWhoq!W&Bh<XlOd`P}O{&=H2U*
z2h{g9wNE+ur&FQ+n%R7;*V@kR?ehI}vR~=xSh#71T&t<5q@rg}e+*qMrD&pY`j^{P
zYrb?$L}w8Ib{)a~nVG=ac!?%EWZ;>{?cR3mK+N~%-oh}snTKYkBqd*c_Sk9H9%(N3
zt;;xGmrBy$C{Sh6R@o`4RYDDgF-q0|0Ym|DMI6W#^8$y5Gao}Af#0MrPX7Ri?>Ie7
z*u7X)>Mm>ZeuI`2TF;gASN(gfXe;Y#s9#=>)EdKA>Wh8V>z!>joxAFuSuts&x?43Z
z6>8H^n)(;5mb!};q3iai^hwJ90K?1iDdmSDKM;%Fl)G{=>u9gl+Va1bj@@;Q4ZBEc
z%YQIznk+V!UbSk=ZFLT<vDqqLskzWnU9I-TGk&Yn*ZULbx8J<<^u_Aa)HkC}W3QV&
znz@r*%N=~>lD|$rc%`!GeMw7KWw|Mp)zDYz{bys;dT!v7<vl$`Gqtvwii#?hQBy$e
zGw4g4Xx!rGhd2E}Yij;vbHAAy!<u^X;?p$sdaGPs>o3=ZQBwknJ8KnHt~k0&O$vI&
zy3<GOTWAB%{S_k~`=NY6!ZCGY7@MCu7Vt^=1WPq2)2<1r7t=53;mHK|eZ-!@CI0aW
zaZWm+wt$w=8SS^-pllNA7gD25l^~RwC|s)f)|S@hzTa~j*M6$K`h(T}f;|v=ioMwX
z01u9LYReXa(bf%NZLQR{{$6RlPUA0JY?><Ts;KI9_L9;Ttw~#7U2mYUUD>%eLgO?(
z^-5^y?bMxur2H3s7wFz`^P`u3ragGR^$vyPO^cmcJD8e(S@P1)YSph)*J|rlqtjK5
z-=Ed>hVP`=(w0~2>=f^@e7oAU9fq>T>Y8q`ntzviBUo!G6K?viuQg02fKhwDSZh7j
z{+LoFfFAmvd^hZSGWWaC8iybsrZ2)LlAnYZF#RuUJ!R{=RdTY2nYvE&^DSBRe>1Bz
zHTAtdD>Wr$Dwwy6m70>`yRcmaC9z1Ws;Q}|LTHwXVya<L!((y^z%ca8Vbi#Tt0A@+
zocXg2lbgk{3AHJdqY-`O_bPH_NMx|`))n6Oq><hR>6=8lvKEwNRGqgJl%*o&DHJpU
zwgQAwnHb>TU4Mk{Cw)5p9~^`Ap~}rw&ARPN&7ECpv+BJOt?rr|ROxL6Yrl)pwNln=
zZ4qO#SlYa>^$og->+N09{X3{!a^YQJqNSi+Gn6>5S=`V3QT-<R70~|xho7qcOlVCb
z>El+hVoxqLT}G6qy6U<U%k5s?xPHTD*LICbQ)Z#OyLYIhtG+XHvMW-%W2rPY>e@Rs
zW#*Qr*56jV*5y8|{{Sarn7VtC@96qn2~W<7dp|F<llryYN2=`nv#|Q9b<G%PpIyI9
z-flM(X^RCjsyFKc&0F-V7kWx+it2k6y6}wOrf))=&-`WmA#&@~7p`wsn%kI7(a~RN
zxmlrf<tCNVtm*w?%|q6Tik(jFJuSM-<<C(()vch-JtZB&<w;j>TCTK=iV7CEMC0MP
zNm=}PGS5iieW;(6aL-FjyNR(l%WOM^oH-2_8$+xu$I|-VbfddLOKvM_HI~{+f>@|h
z*lf`@MNg`_)YOAOXaKn)f|20Qr222e8GeenyItxIqnUbh)!ne_q08-Gr61MT4L59|
z)iiBbbeit=-8Lu~O-mOFJCJhSbE~`1EvM<Lt8MC_t*oK1;*LQ69~}JVR+HstKY5v?
zE*Ad)Mp}<q*fjRC=Up}TO1kEewca%vY_~U<rl_xXRZ`X39lE)DESpN~)%8Bj5M9FY
zS50ZD_2<)<uD(M0WaZL-3D3n3(=~n1Me^rb>ndGsuHDs_QvJ5x^HxW+6Ly<6m3fQf
z-&Io2@Qp}|F1Vnzv1574$6a!k*K)8_a|fcYUaZ?c6OLDUF7!{$dpf@i%6prC?sdxj
zTWPkmy90NcnjLGaDXqG%S5#ALORe<tXw~0ztySjpsPCe~P>My+uT)<3rPk-Zn8oqQ
zQH{GLBRR05{w&<&{NS6yT)|ppN&f)3X62hvlb)C=L-O)dEiI<oCB-b!D04+Ewsr!F
zYi7z)ot1@}Szz5r7X?6qO{1%Sh-cw-qkjqRYWi*Up~@{wN6pVncD`luzW)G0ruAjo
zi&g4<Lwc}Rv8(?8gK7_;w&~3;sI+drv)fZgQ0=w$=qqjSUl#oxCBCxFX|DAvM|!Q*
zmP-xu@#wGQA1G`bimc@YpOP+elF@d4znhj?TgN=CdM2M)e{7ScEcR<VF4k4pXm8av
zdlss_-{{!4*#7{swyR|-^(7B@Iq~SaztnF!{dnGeYiJ#H%#TbOdq?uiReEdX^}AW?
zRj}QDndSDmqvkEf(2YN-Y3i!3j$i$qVMC;}-P=!5q}(*ab=q51>RWxWdV9ye!-vtc
z%JhZn8twRxJ<VHproK$vb&aD;a^GEF`Hg6?^6vitqiQWRZeL&J3M#bTnYrBQ!L_$X
z^^99A)><lBDr)+gBvRSxbZ1glDJ_d(EIEumXE6*tSZtj7!gim;aI9c5`}kC%8k%J;
zVoj3MGczh}3T4y)z;SCSI{n(4aX|>~(ygM9qDI2ow$h1Bl1I@^Z(Guok6Erhr+FXD
zk44<{{91WQrLDY@=IzUr`l~_cu4n7oYTB!v(&1>Xrqh-Nt~QE;YNm3>Q+{QdYYQ|N
zs*80i6*X6S_0U}C?na;H7e#vG=QkjI0Q#WN-0}2@sxQ~SUsoMtteEvptL#)X*4<BW
z=Khqcdh@KCsk`aQl-}-FDyx+aqqEl9Yw23E)?I6^_ByM5Q`SmrcVf9m>x$QW{1~pj
zglyiO`P0muM?<MtvR?VWrny4?x#Uim(@N&z^_|wfuTW{*-Q!iisOdDeoYbpn+HEaE
zYo)ZQjYy{-tV4Q6?V|oMUx+WI-gJ6b^pELd(EhDrr<GinQ%Tl#Z|uGIO<ZjE+a{8-
zQ)y~@HD0G-tBu~<ME%cK(B1A<N^5PEo4vlBcFV4(wB2akw(__p3S}qV!kofpCgo;(
zM&c1N`>&{B_(l%XQy5|NrdGESmmXCm<!02|FDVNFv{*Tdjs+kuyrB)I)D=^X5Edy?
zEHhB0IGaZXYM)hKhaWci1^9mQEj*KZLF?{WYtB<t`ljav#?NAE?XE2r>l?OBe@fn<
zG<7sug3*7vT`I0!8p_*CQDUZ|v>I(p8=<>YUVGc1ISlVNeOhy;n_qz6HuNtm`E|<f
zPU!{nI;r|DV%aXwUGMbQ;Jr0UtxcyBrjbd0Yf2lX4K2FqXJz}fnx>`4>YZy*s@>;@
z;epHhuOmH4CGS-K0EeeP{YqGM#*clyCCl3%C3PL^UDPd0HT4|F(8<45>8maB&u`O|
z7p7LWZb7^2Rqd+Pe51Eg-rT6b=>Apu$LF`GUsde>8=SM}4=c1CFEKS8s{P5XUh5j&
z4SD6RhSzDiS!k`go{2TKs#h(QmKrOLoMHA+ReGqkQ`{I+6<<|xdas?Fl$T4>^3s#*
zmY0{5Tjp;UotB@#A2_7@Za#^rS6wcxO|1%MRIIeaN>K<>l#+#MB$5(TkfKNwY$+~{
zgo+TVQkt4p*^9@NT*|)R^*1p!&Y;y5%-uCD>sD$To}ju@(bHSmxn8R7wNBiwB9f7|
zSY>t9ih8NoM_Sx@Zam|Tt;ZGHo=5t6^$p5>5z9}+UCvpqztgWPxwWBhO4W6*SnBN>
ziutE`fGJg@7i766xYwfPa<Usm-J7MJs=&GnwL4c2tYWR|C2_W{^l9pYMrqo;bIcw@
z^Or_x$8OaY)^$#&(6^@a+xJA()>71>zf@GWO-#yOtD&n+J;bp61$z2c-B50#o%eZS
z(duKI+FR3gXQZ7|&NSS447-{&5_vLcwA+?yOZmJm`}|2aH|>hQ{bH_<RKDO<#ky22
z)IN%TdWP2ZA9R1cnU-O!G0Z*YOYE^dwzVn0K-n$LB3R3kluY+!A(XC-08Z6CTId22
zNl;iMR0>~ez!O}?^Lm_&eKPu~_5T3)sq^>IE}Hf4$P0%peLV6?>&ok%m)6>L%T+_G
z^)+s#y7N8VHtjy2qSjVR;|YBh8d^GPO<vs=o4Z=yxoRtY6*`mr8&pvFhxm7Tz4ZC$
zlhY3~baya0J9~fCXEq<dJ;|PS*>vry=X%jX{{TkDpQE_xJLToZYOGfs8((i@RyB68
z7Hz7yrjS<FDO6QKK4M(|01#hQEA-P{=_=2y?l!MYZdF?lG*vAlKS0ygokjhqpi6g#
zDd}npZ(b;<YgKN2*Qgz+v{F|hkXNFrvZJ`%jrGxF=MSR}QvMV7K38aqUB{T**cLj^
zQktpDH9gBtHLm%YNvmydr3tn!x~8htsGl@-my5mTuBzc?e%V1p&9S{ZK}}iI7unB1
z!)9e1!zCS+n8#4_tHWMgo9$qXZM?(ygU%<u#Fr?ov^gkLp!;hHX;(3<UQ>$>cZ%BB
zr>-`t;VBeIsR#-bAlo5PkdJEhPvE=h^VOb?rq+IzeRDalxrISwqpaqYZDr3*b2nGt
z?iT$X>y);Y)LW|Uw@WspthozC1J^BGReh|fp>0&?dWqXR=HcUyF@FGmUfi<eS3SKz
z^F@5U(Yjlal$xsjeWBFa*|gmCHk8tAH*v4jI&tbG-0jy7t)WxzT5avtJ6U(RA*&^~
z>n~6J6MXp1@`L=HPsA$j-I|#Cp3_>_lLFsMUc23@%9>k!*I!gxZx0mP5p|=tYwbAh
zi@32{Vyvg4yV@G9drync@C{*8dtb3XidU<fiTn|*n$KHvj=em{^@Uey8aBbBnW1K#
zojrZJi^b=bF1uQ)r|Wd)jM6m9)B2w0S5;f9s;<Dla=O-C-Kwu&0>&xYj6QP;VowoH
zFM(rENTUp$o0XStYK|<fX{4~&O48J`A!Xk6q__~2cL51$!Zm|zEiM(eu;Xp1MJZ4M
zqhutKphAf!B;4k6p!h7AGBMwBe%l!{<|1<<4;+iizGG_sOmi1NbAv_(DfKrmwSAve
zX?n|@yjNOWzUg|}8>1}MQ@PO1Yba9bKDw0-q0voJ+%1JX+k=`t4J*>;`|Ei-{{0W*
zU+-xCH+cU5bi-gb6J6~cDSjGEzAXgY{{Vu2ZjPA#(tQE?p{IX}7C*cKK81e`9(;Zq
z+@SnNeRJr`Rog?_{S0$Am6lqLS?j)MuA5D1T`yUtEVf#Ug@MbCue$#L5TU%^p1*6m
zR+z1$tX8qV*4nM@&|B!PmnW_C9sd9w##M(kI@)lF>_{<&dTNr}Wipd3Drpjq$)aOr
zz^TNxwLWFLr56}as%o=Mvu)I;*Gfj#&Sz*40SX{c($uZ|FJ6c9!~CK@#9yAAu++S+
zuf6iOmoz$@=})ND{HD@+mq_dDT6Dvd^-re7sGiq1b8P<9-03N9T9s|lDb+2N+bnKa
zY!!9(dcO{?H!FqW<6n2XS5{o^w_3`pjn3t8s(P}z;c%{b%9_gR>bixwQB_w}P~(r(
zzVg=N@3^;|acfeE-MPVF(ppoSeA3d|2U1Y$Eeoc(jjgo)iq-bVs%kB|t4Ue)HPYXw
zH6^;DvYL*q`U~xyiaVVn^;A@qE>qRE<wY|tsck3L55d!$UxpVgFI@b${v}!qO=_z)
zthaK_j#OW@9);GL^l69a?s~qDULum+qU{%2>vC)8Z<==RS$9vhabllK3Tq=3_0?jW
zz{VZfyeeXI2Eg1>R2Y3&eiJB>J2G8U4OK0jm90%SptlgE0+cqg6SrNbtm=SUl+0}?
z*iz#9R+O!U#Yh6N;^dgzOe$w0a0%PDgWfZON*OV>WK5GChvo#B#E#pIz&@}3Dz)E*
z<;Pg^zPIqssnrhIo^P2)n~h&>9L=J)iud(ZC2okTvexrS<ln1l>ZogV3vAOW+f7q#
zvC?VguGRIIXX>b}9#l~_hwEt=aWzV5>Z*2@nkJI<Vvys=LeWP~rM4caDN>TdDsiyu
zoh|hwD65WN51lxKlQV`=azwlqeHML#FE-A@ifo73C0hks8)+LyX|*Ll`qsrmWR%nz
zQt34ZEppcS=d5~n>Z|bCcheW6KT95~>N($M*B7r*)XY|1`A2Qi^i-9+ucWNE-0Enn
zD)n8zU1~IHDq~-2tJBrh4(Y8l)eZfZ?IBe)l+U!^m!J3Z<H!2Pf4KS!=jZu5zOMOu
zp)@wS^#1^Rw)(oYYrAUiRaY)q($VR<TOF~x4aZP4m+iW<QMIYB@7`RZVwTistn7Oi
zLdCM=#XZvDNlwqtm+J#?4|wmiou_#sHt)vvcN3PxWnNP_(-_l;n0-rirV%FOyH334
zqsu)e2z9RI2vZHX`V!;mWV))A6&##FLHY#%fnsV22^ApZL9w8%D@f%YO>?7~UY@y?
zrg_83eQ9^)?=v)V?v81lUt%=Lx!M(avfOm#)G#Y)>Zw+Xjf(GcwN<lGPU}z7S5!2#
z6s+-)=f^(zv+8e}dZV43^3~4k&S>jbsNdCEwx-u)v((-lwp*!e_Ro6Xr!BU7H7ho|
zCBEHew^GnsXz3_z7TODaD-6=oGSWD36Nw{f%zTd{KkGBWC(b1Hzykxnz=-a9o;jaJ
zmooxzu)&%PnQ=4SAj}2|!=1o?XT0uv%DLTbcV%>5&d{jBq>5M7t!Z0U)KxOBcaKqh
zM}8Y^`grs`>9f|2N2px^uPHr8T(lh}A1pNOwzh*<=*D$cgw-0x_PY9erDJYi29T|=
zHKp%$)XZBg&0edh1vB-uH)<N;$DX=B4!(1G24j*HoY=o;JKevZx;EjhbYapr!(DQt
zptYjF^>Z4I%~Hb^ww3!DmecfApWoZAZ;Q1p1!Y6Fdf?YZ8oypyq^Gy0=~(5mmFDUh
zwNyO1t3Y+9%~DG3H7a)8`V~;6ytbaEahDdSJ=WLOuy+n(bBCK8-mJD<IjzjieaxD>
zEgN>*8`|qu-*ri`TN$OIqGH!#Me4e>yEUqwhS_bPq_x`-OG8UTZnx3XQ@2Y;O4D3q
zysk3S(xvQ8nVEFIKIG6`k{NZ@9SJyl4EIDKrAiuyT~Jb{0QxB^+C?P<8X%<6J3h5Q
zr8bGSx(ibDI>&v7sZT>+@MRB9qtgEX{{U}D*1rD$`{e%svi5JG{=@$Ox;OUAulrm6
z=s((D?JxFjIeq*rXfN#N_HrHfe~cgEoOz4YFni2QWaOOU2?jy<$uq+41aFv+(8-gK
z250$!jfmlO9DpbD4T<^R<1i-}CjiGA={Y8(y(hX{!=9Hm^y{7b?mw{W`x|Yw-YEAh
zCt!DMH?rG)w!%eCVI<O^Ss)4kEGeBcJI=J>6P@B?z9-|v;QpI#Kp-CziT;_!-G=0!
zGIru1#K(z}PJUp{!z4_^4bB2U20V$}!0Ow^JVp-DJZ{EYw7&aLoQ-^~p5X>tw7&aL
zoQ-^~p5ZCZ-_yDHA3qTgG6xqd*H%-u<22P(Of=~p>rB4uEx8aS#35-*h5#Z#*bHEC
zWJ!WSG55v}H~8Eg$rzobBuJdbN6dkeBQhZE+i0F2aN(yzFe!5ky@Q6Dd$XpdGiOj-
z*3~67LyXna(dCvaDCue&N_&N=O?$;4V3O?qWqxQ<fxS)c)b&G;-1N=0{<hYHwQi`a
zv$orX9Vu9ChaP0~E*uFAr>Ln&Qi?saH?1~@9dRu*g}UQ}B@MQMw-%*9N)UvCqN1z-
z1gPvXK-?OzTkNS#R;s8|PK2dxY5FB3-0BHGkk&Y!q}y3h60dOmK?WObDk4DT%U=xY
z2L0FJaTw5gqb%~R>@^hkQ+*Cnve@nVge|H>+~}&1>fC;*z{N$HijWed`|l9L$RGfe
zmsFIhWRuW(v#c?rtc0^ccc8vs9ACD@eae;gY?KN}>O+MJE->=JNQac=Q(;>&2~tL%
zb<~x0?1~CznY7u^uBPo&0HU0flMYoZ%e9XXNiM#k0RW{aJZqsq<NnV3e?Vejfsu&e
z;nAm$K2W7|t?6I|tOmCnK(GMRnB6OE+Mf9RU25NE`Si%@dajn~K~l?XwxZND*nJK%
z+EhO)31PAuQXNZP(~Y?1vh}{cnXvUm4Py)~P?w&jdA8J`dQbO@KuIA+AWp;+JXn+8
zZH#<MjDJ#2=W`PT<Qu!(*=?qqxYnVT6co!MspT+&I!T5K%Rw-dpn!sv01~8;5o^~!
ze}rZCQ+Axe;Z8y<<cTl`h#kB4llOxX1}8C-Ifwub;EneYxS5E^-#li<qONkZ*H<%d
zxx8B~sWtZcXIfHnkV;uYC#VStAzeXAD$2hwnYr0qq<Ocr>nW{xptoB|a;>LBP?D8&
z(L8F|SGb}bQc8npUs79bwhCE9<L$QryI#0VsBL>z+$noo?x2hiP=HB{nHeVsbCI;c
zf(A*<0v!JGJICrfVhncAZZqz;rQZ4^Qq^9ll&DR6)$CGMFwr4Hs+}}$H2Two4wa^4
zs$_m)O%`fr)cB;oT2_Wjib1PgUAfm#fRdFZ6*Qruw@R1owwi|*{nR>?DNO~<YA>e%
z4G)d4=fFhPqW8XFT#qwPK0pY<PlzxFX@P;0u_I#=a(2MsY&HS}pUt_Pc?JZ}U}tf@
zX?kw<iYBf?flg7rqJ~|kdY+`MPzi>q-f`>&rAPa`f>khrMmDaBwuMM;x{j)i#Uw2a
z)YCmq;?hD$Qd@ZlB_%2bKtIfrIR}fEm>hHhr(Jwbl!^cuZv)&j*IpIfNTE2vnIQiF
z<FUMCP7L5+W;Pr-i2iM(X#)Vj85?AbZ8!jqDa?71zD#@{xbKVtGDi$X+u|m62fuKC
zWAPjCrE|YP>0{R#sp2%{ZPwF4@vOHP1bhNNKw=Mocj`Vsf=*7!$=`kF5M*NzB6If<
z2RWUj6S0tS7>vju0S7!88w`&#JLF<x8JH3Ja5v7z$CWAP?#j_k^RcnzN_qRTv`i~~
zq=H0Xow7&9PQx3G$v2QT6A(;qj>2TjZz>pp!~vMwJI>-@=fr$xJ~#~S3}<n=v-iZn
z0|3T0JUqDbwY<I-hn4AGcBbzQ#+JE>{@DU#=gIpMByI-txZ&XB&f9&2;2HQZWSkfS
zcx+6@Mqqu&5|c492V<S0I0+-|w)n`wGGvn{U<Z+t#PHp?*D4z8!&5<(MRC6E#NM^a
zl&yHsXJM6MM-e;6pPA0zyqO>oIpO!r<i_~(h$C!>lLu)$K+H&!BeeP4=fsk7VNnMV
zPIvLP1jx^B&?X>8*q#7o?&L<|a;F^VOi(O6)!aush~u3t6A|0I=Mxi<Mt?vDY+#rr
zI6gKR@(J&}Z`jWG;xo7t8T&_N5Ihf!z&~)GwEP~&z#9N07{uhv9u*mn6J8dmuZ8kD
zW?@m7@u34tTD0LqN@yX1W8lCW9DaZk+zpQLJMhZ0Bw+jr9y|Tu$jK+PaFCTPK?p%o
zltMyMl2lYwKmjmHlt~~Y0!)Yp9CN;p(DW8c1!|3CmYPc~huER39c|Mi1rF6UpL(g)
z1coVKgeZVgr;kHneKfhtFgcN?zTsI=06WFEnt{xXFJC)GFGO<bs_JCw4NgrhrKEf9
zQo6rj)U<)ts*0tUQ#6nyBow&vM_i$>lI6a$=0mp@oUv)trh>%MKAgJBeW$A#Y;=2V
zqy&m;B@fCPOgQQ=;Q*<jht_<;xawstij*pb%7ud6Dlqj>NAfvVq|A&3rkw}cL5cSi
zkg>;ev>)&WaXA}yjf4oyX7cNPpSOl^2_)5C0=DbluK1MpoPqPa5O)JRlB_|A+kg@v
zZzS)Jj?)>*9gKn?@fqwSkGEh(U=bg$?~@Y1`+x`=f%^E{eTK(l#IE}0H|1fSh`ANd
zShdjCF~2JdWJSoXdgl`hDIrNEDoiL5GL-`%LJWw2Lcb{nJMCR{l}|dS-g#9oDKK2B
zilq^P0WbTzWP(hIJu(U6(nvB)c$|!O$Lb^j+<Ai&fIu)LY-UD#_W15(#}`ca*5q28
zb=_OvIB9Lw7CBojZ%nIxF>;4elH#0Uhl>9Il&{@LY=R1k62q*3N`EXVDnJ9JDM0}7
zBDzne2@F&Uu;SFG%~O9&rhh1Dw9@?`bU2t_Q>L+LSX*E;k8GDMCqJ|u@Bznd{0Kj+
zaQ;U4-*}R9+AucQ36ZxF_9r~N$jE$a!~!V`=4)F6y5v|5+-t;E(R}JC162P2PgPX9
zg{^;7hv=GOorIM`N@k&|>bGhFl0uzIsOigR@}u5Am`CZl-S%0jrF-)Ad!gT^WZ+}m
zt`uYuf>NO-e<4=<S@wb6H}euQe@qNuWK0lDK>q+qnJ@v62--0NbBF_rTU3hWmFZ#i
zoV0+-_vCV|KC^L>b&Hnis$Ns6VV7Sm0$uhHr_$O)f}*Cvk`aUXq@_b3ka(jx7@p#M
zNIMui{{UD#L$`<@sp-Z>MpRGVZ=NoGuBlYXqcty@G_6jil)mq<msSzh=wL6}4mcZc
zsbMKvgJ}kO6B9kzR<z)p?@)IN@zN%Hx7PcTYHv_&m2$bt^k?S-dHpl+M~M9Z5+7D_
zKI0vMoJh#e#P{ARyH?}LVYRnRQBMIOs!Dowtv=$MKI_!YGV|n@6q2`{Q;A1IXmBB>
zf&{%zr%K(X>1q}I)idg7$ug20sZDC4F$5V(L=a?}cN!3M)|UAD>rqIwt&R9zxee5<
z^R+KqQjtfri8=T<k%^w>cRj!vfx`wSGN_HeS>LyP;1lKzM2bZzWoxKm0YBX(w%Vyu
zmIgzMF46>`$MYcyAQX;+5@XPhYuqoj)CeBOOWx^{M&Xjl2^k~a3W7f>i6JA$FEgbx
zt!sWcQt?k5xm4**^{x2j&LW@C@8`GM;vmo8V+u%vllo43<ZT&{2{Lh*;=7cuHkOu4
zEBD|whH9ywcM4K^RLc&!^F~r(F1Ff~2vR{x&`md4dYyjVLr$>f70~l)ZO)P~u7w1s
zg#n2G6Slx{1#{Hz(zLc)>P?1&A!stLcGrz9m$t(pkhCQB-z1d@ljL?dIgmicCIVcO
zIR*?s+vJm;=N=4+*zp-ZKWxN+U~QSs!UUY)aA0=Hj@TOv?o5(5CQj!w!uGa&?QvV>
zyyy)w-qc$>$rrIsWLrXa8d|!{ZQ#$$_>-7{CJz0;2LTx-1k7W<$cXGSG5|9X12OIA
zf4Lvy@?c|V1cAUw%=U;oneo2SINkuv5=EtJzuCZnx}v<sW`M$;W6If3ZZz}A*chH;
zc^i1!ByYS71As{r+=QLK(>dR_>-O!FJVJ4g*Rkz0Cma6&n*%?a1kWV${=rE5wR)oY
z`858YPt-fs2Tg5SL0vsFVPEo{EB4g13@ybn&V9oHQJEeCmxo>fQju~z2I^Zeo$2S0
zq-R;_<<^rm3;de5Ra2BxrBEKUT2<Hm_eshfcd07CC*4v8>>1(GNj*wZlvGKQNl_${
zR8DfD43i|N=g%3POMk1>w~EWPUr<x)A(l*()6*lVEU=k@4WRyGj-{z<!jxkNz9Tb;
znK<9|81KH|#5imFE2TC1paBB)sWm>!R+$02jUrMu$Ob19u*|1$K?lT~2|PUQj@^WB
zgB$)}05jb7ka&cFj`$)c&-yY%XC5{I0Ej0OJCJ<N^Slr~+%@C4(}hofwsf>LsLs|j
z;ZivZSkj^=*bT@(F|a>*GcmE8;y7T80TL!b5@*5Nwqhp(d~pLXFc0{I{0_%4`L~|j
zAP;}v&;7XH1m^&6HM#1eLtS|gXdz0Qo`Dvn_0L++MNX~%0C)gK=O$#4GGNAb@(J!l
z3EKl;U=b2~kKRT&r}mAciO4zZ2IqW9&wdG$;7;W32%X|P5PtGt4ip*zLwvNgMKib?
zxxfKRfn$8K7O1xRdBs3S$tNegj=@q)cAo?F;E-cDKV#o~Na{Xh_xKzxtY%MRlb;Y{
z8<+=pGB)BebCZ%Xa}lr;^R#!Fla2$3AZK$^q4*r{yD}gvs32!^Q=#LiJa=mo1PDJL
zya*fpw;N0z=Zf_8RaDM<w6zb@I8vl3bndvyi)sU@B~7R+p<u#+JtS@nac)jG&*nd;
z&U{3f0|&nVk+Iz4#N=e>&J(c2nBX;~uWHm*!+$GU+qZxp3xX?QQA4G?DV49DZ&P1e
z3JbZ^RV7TfOk1xl+?)D#oKwxyhU?K%&|xkuYEwx-ZCy(XLXzTvn|Jv41#OnYa1Ooi
zEiTZ159uU018uIx^`UGt)UR+f%G*g&650OcKGD}f&hrvG6EJWie}Rxbd%foynTf{x
zgSOMy?bu8?(?DsE$N|Xirn!vFpw@!9(|xVJ^sOoP>_+2Zd^8@@>!%@Pz5FKeRZJZ~
zLJ*WBT-m+*C#V-(S@(LDr33^t8*McDG~<m@5mS4lcd4}2f5hl(n@Ut1F1t#hUvF7c
zT`dOLc_|Ndx>Zoew3NMq>Woe^5$AaA<2W0b5gY>>b^|764oqe{<74{I7eVo@bftKk
zSHxUiF6_rLNz78ZRM!3=TH`q7zT8~sq`y%*lG92Cu9o3OqUzjb3S<#WQqn^~#k{B7
zeYVR?JVL#~%TLuBcD>54rK5h;aBzue(q3(ZJ_Ctn8AG*9zPCD*2w<|8y_Bw?H}uV|
z<m<Q|XCnZ_%xrfZrgPjJ%!K0-M9jgA<nBH^cR8Lhx0NeXz-3xx>gRmzzZ!AeD0BQ@
z_D#KA$Axpue*(SxPChL6HL%m}Q?2%>svM_HLrE^U$*66$uvV7AbxBKv`)AyOjGRfq
z?|~5~<YN;(jAT!KDpS=|(k!`6QvExf3Q2OE*BNlOq4|^6+R&(2fI%WbAcGjmx2Ug4
z`hdHO^#ZN5w)m_lt`4CgAt_L;L;nDj2HS02F(^V1sY*Z#3g=5@TV?gvAam9qMz$27
z$dOFAZ#5d{7>PLX1ZNo-kNjpl$paf=SpI3-v5*WN$L|NX@5XRn)Z$c{yG4ext;QTt
z{utG~l&}(z%2j1uthUpEKi{dPA?H;qQ@v{HG+wW?R5H>HjWmy?L*06Y<5q;cfY3ll
zYT%2IX-aWE`>P8nQ;S$>47KgHi%NM=+VnITWNa>Pacf#H3TaIZjWpLH38A>%XzXU6
z{{X}dlm7rc7T^7HXM=}eDK;x9NK#U5HsX}2K}rewHee}1DGE>!3W8DzlhQT^9Kt?=
zf7wsCN9!MFzsMLL@je;<03^h4P58z3_ptu}!o9{aJJvpOClY(aoMRkfWFH1MBhJ7K
z&Ow}H90E@HO+bI}y?Xe&T(-m$SnwG?1Ag9cIK+}OB>w;?-}I0H?qFv=dvU}kA;^29
z^2@ZJ=N3Ov{{ZEzQoqli;b?Q<jO+>QJownj&SNpbFgL(}BY4OY_Z{R95MY?e?VOBG
zOb-75Cj;&=Cp;ZQb{==c&i?=>_3?omSmAZl8&lb>s5f+CSc&d-@Hg)u2*ALOsF@>z
zCULPaka3J-VI9edlO3}FM}GuLw#MH83=_HDaXdI1;{eZmf&s+t35eVDI6|Fh1+IMa
z_vtAE=U{wD#$<lyatH3Gaf6KS=U{e@!)TBJJ>qi!4EKTepPYDzne7}H1ti8q$CHy7
z@8_`l4iP%buP<~n-+Tx=na(%!6BzrQxN->iILC=6A~66Hj`Bpwh#xta-*BwKK1T3o
z;{tL>Gb4W4*Z~`jr*S`RxJ9Q9sc%2o5|}3-#CZI`eBe&vB#?JFo)r1=51!lXCPYaD
zXCpEMOm92l4(2<=U}tGD`|#xF2Y<dK?noIYv_ap*ph3(EQu*Iad`DG=B%aVFa5p1(
z+Yu0ANE>AEiOl8>d>@JL_ML};!kix4c`*~)Gc)1_du*gfeaB;*cEOMI?-)EG?C0UQ
zc>Vdy@31fo?g!-~1b}47`GK*H0z~e1z|VvEbMdj;Ct<wWVfRwvnPJ7Hw1qmPwxX6&
zNJv|%j)u?(g0~cu4X2BfLZl(59jT#dx7t&vBC(p4{#82IZPqAFRYg0?Q!D9irItuR
zY2}o#`wqB?*I!gwgEF4`LGd0)1d$*EIK*y88wH<L->i+6Xsg^5Dp*st+LWTU*y#lI
zdz4jac9@l<sR~kCONwo7Hl_3}L0EvBcwwcj+QroMuid6g479*N4f`r?wA8xd)}<GV
zjjDkGu*+R5biS{rrXNBQQi^7YE(aTV(&LVyDJ5Rn9ciXoR3I#_nO#x&dI3;05)DBh
z?+5CIE2X&Qr@O?)_KU8JzdVH9?9OSI*ZCZ{Y0_MyQ|cityzR2OpfyiU*a~svF!GCv
zSLAk?w8AS?a?bqXkMK9Bugx#rd6ZLCQ?YPeBTiH|^-G|6`3Z4U>*z}l)Tv!;2r8&y
zE^+77z5VA)g|O&_p`aOUaGsD0ZKVyU5J)4Y49bBjB*B;6Vbngu&NBKG6x+<Wrrkn;
zl&LF03PO@#q@>6>k)AHlKS?#>nk4wxgXB5Fgk(i2OVo`rIf@N8TAT6@(25$5rntE6
zJE@TSD5iB)G>!!i?wx9<=-VnO>RL-rI)w-UU=pO-`;@3kLK$0*A=ULM=Rj%3v(S-F
z(h%co0t(2ha1|bq0Q}r-6q?edOtnFMx7+mv18Y%=)*EKxggUjl@u#}7kE(6goLbyl
z@BK={iYnc11zbCB(bvb+t1Z#ZG_^L8-M>({x9OEoO4REu-04^%o|ynPh8(L8I`WiD
zqMa%0Dg%)mjgOv3h3a<<qEz0X^Ul8-_;|*s{dc+)mT9Qy+AHfzbnFtQ`dnJlmg=gP
zQCyUxtDtpND5(ffxK>ltZQZG;e5c=i=gL4zJ=a#?K<Ej9)>ab<LO=tsNQg>fEpgK~
z+gm8As<*x<oB*|5P7_l^w#Z6?zNMbDHcC{5`)`(=30g|q0LL2m@A5OS{{TD8eYcO=
zIEJG;SHdWzEq*!f*0<NJrg4*;&e62z5hq|fZG+sIjE}d-pA(NA%=rQ#BQf4gXKcm<
zU=i{p9D%w~owh$9Y-U8{$QhsJJ7htTeYHF3T&;0WzWb|C6-L?n0VYlX+A}8-V+VL!
z#%5rF69We^CN{y}<o;m;i4uIll78nVMj%WaU_@|r8G|Qd<ZqeJc>8?*ZV)~@f#tvI
z8Cy7?RCzPgkCU;;IT7Ax264n=ZRfX~dG0)X5NEtZDhZrm_kete@#g@HL~yq=0B5#j
z7$k{4bH8p7wpRC2wAAj)%-$+aBx7<!nHxrS@+K7+$c`eV07?FyCj@?`es_T}#7UgN
zoZ}=DI6chc#@PhtgQ|Ai&hv<ZLEQI%bDhr!bT?^z*Vg&x6W&Li`ia1UoMH)p0pAm_
z94!9Aa~TtXiI_3DBe!G33b1|##6%J@WMuXj&f8A`CU*d5$&BY4Y$M1pCm`^JGUH+F
z@wI7}D#WBu$s;k+KJmOp`J8zMSv&lF%orpOJ@bPmPI5SbFg6(wMlp$ke$yT|#Lo(2
zXuy%4<L?`H1~K}8g}B^POzolZ=a8l1bF@a{Ou^m<e=!CKJLV)K;7QDE4`G<dGZ`PC
z%nl$-eq*`ZZ6j#LG2CE-oInJe{pSP|CSx<a4S+s=#TJ}ty7kJ3G0wH&6B9AuME57b
zj`6uW`4|NZoQVVvI3H|p5PvZzdF~=r_lX8Z#BbhDkrF(7ad}N{xK^c0qoS&*Z3;>j
z>nymYTT;{lJ?E02ZM>A_)ucj#i5u{VxcM6Hry>P1%Sg46<Qxpgey#9uBu{OK+9dJb
zXJa7w-x-M`u{gxW#=S39N*^~`+hwWBZ)r|bRaUm;YmGQ(+@_|aFZ<;pe<*de6(^wd
zo$3}eg%N!YSKY5p1h%?oDCwHE(XCi6HBgGhF0Y^vpp~!?q7^cQCKYMnP5%H^enJ@>
z>NkN=LrT)rrA}7PnN~GoMD2nG!Zw`DjlM=AN1ie?cB`GmE-HrKSy<aq?zqJ>t}@6a
zFkg8HEij2vK~u{@QXr_oo-=1t+v!7zwCRgQ5*=*=+^+ZT)oi$kKK(6KQqZb*6r}YM
zghEXFX+Y`<v#r(IlHy9LZ#9Fdq%gEotu#%z(gH#oahf#Kw&G9_o{-{I2WXObTYYVy
z*8AzhNVnZUa;V?3Yym%2sY8@yRiSRQZ8+uTw##HGWIl>(h1QSj>YFKPaYsu|<K1p4
z4<NROoL~}_1uZ=a=z^(qJ-oV?uJ?=cpHAD9%eGLa-AbCGQeCF5ZsJ8knod*iQaBdx
z=7hBgTbfr^B4qhKPjVtWf=E9Y901PXWM^%`+#cma6B_|Bo)rTj=YOgu$v3w83s$t>
zQ|;Em;=8i7Rj!k*HeDrVq)V(e*>>jR_qwKEM?p1Ibu|iMRF0A-r2%L}$^uVOIQs2j
zsqQ5GMdqy`Y$BOxq*^WQIKx3b4LscfDVu!>fzlldf=TL<qIG$W-~utQBYDqxm_4KP
z;pZX_z|Uwh0r@Af+kWSU(cey1_fjZG8I8uK_NsULc++{T$tQW7&iIgbp3$D?b2B_;
ztykN{mCth1bgiIS{KQkfv^M8rmsy`_@qzhVLefe>fKoWZ&&-)VM0Xj?l4m~$zBmCJ
z4F3S+a!1-@KVh~cN)x!+xmMO3YB*MwH3KN+hIyj>duXNA+J4WenMeuxhbh~lxVJKr
zrr&L~w1om>23V#fm87@=<um$TRbT%AEiHB9N7gF{O>#cI+E!DsS#|dyW)$^ZAn6N9
z1e6{)lfl6!!OTG1?TDD%q(;VgQ<IMqF(ZATU}WtCcO(NDZ4;dp&p$Ck?fAsl8_3Tu
z3z2bJX};OgoSR?D?L^BauFUnjQqU-VN}D}fPPkKoWtFWxYJv|%E0r=72{2Dag<Ed8
zTU-rXXe({*s7hL`q<WRbCk9f7l7*3x)TqSnWK3u-cMDshqS;+pLiP!AlA+cVt>G#y
zsCB0#Eei@tq=J$ZQg_-uYHBpM^p}?H+Kz!l1=8IpSW)Q-j5x|0NmfWJsA{G{l_1C|
zdZ&7Qqu_n<XsQg2PL&&}U<j_dW@C-8CnSj-pg<G8<MqZn;FL+*%<Uk2><k=j@w|>X
zQ|ftJsEPNfZdx|AW=oXIHMY-jLI5e~d1*|Zl3S;uZ9kD^U>7*0QOg>Nq$%wyf3s?4
zke;=*PgKn<Vq^sbt)lbnCn|&QRWP7bnL>JqM4{6BzO41#3g6bK9B4tXrdFkCYUNEY
z99|5>8SgWnl0<ok21mdX!7+@a_9TNIF_W0>-^nw^O6g>~S)DE2ZMBy5Od(Y)Ee$wF
z{?c@$vgpBr($)bA?g$vE7!x^}&P;qs`}YLkV~H6H(&USpXS%l;*qz&mxvcg(MDK&&
z=3quTv!6Y<C$TbO4#r54oaSe2e~%Q-1~D@y8PANwcZh@b90f=EW<R0HI2a(~yk~@3
zZ~%)|qUsc-$k%rYS}FtncJgD+KIRVjJ|k!o#9$I)e(*3N4rgE|VVJ?h@e)QO03P#!
zgC{udJD&ak0h|xipCUnkKoNpBAnk}eB3_oQ#_cRGO4L(K#Z7Bk#EG8XekaFBBXV=!
z2f2U)*bRqlj{|5YDv`W{m@-cg>hcGl(j-RkI}X_KGIatBPwnyMCS+uHAdoxoiZm3Z
zIGsorro8RKl%%pUKQ;``drVJnw8Zy4i6UnmkDa8Q^U@E%%;GTHZO4|DnrX+KS%kLQ
z6ynxkm2{;kB)|l~2V!#sad^$W=L70>>PjTj5SK-3=w<%0m8d1UFc(_sDM^(zOtc|g
z330?Y>quHALirFk{{XAR^0fwB0J1xrkY;z!lQFcXxCbYG+(#Jz?epIgKOH1Q0WsW|
z7swXWH0XVGbrljllv4)Sr$~|tmiwr6<;Vc^CYiC+2rdw=q}-dj8UZ%@ZN7;iX<A)d
zKVMc#R1}hGYlG=*g(OGPHB1UXN|X8A_aNuXO*Qxa$e@~XrnIdoYtq*?BA2$2Z%u8u
zRr_kEqj}Uj?sPg(TVX+v0?B>AmSM92!d(F>DFlTSgHX^g%AQ4C#*wAA+mPKNzlfJz
zLX?2o9;H&Kh*FS9bXAu66o(u45}=`JRb5$JzPhTH>QtVxpLNx(DeG5S!)YX;q?MWI
zY$XF9mu@WykTwQj`N<Ku2eI)pIq4i;xM}U(;|gEPc2r5Zr3e<K2Qma?T7HeD-b(0&
zL#rVyzWdHJ+dwION)+rADN9m1aJrSDDoG$H5}pNJD-9wjL#S?*JGR3V^#157Qi-W`
zhLG)Ak5NxmQ;#SiEu*WU4FqG!+<d?WPVi%MjPKfZ@~3UTDIm!vI}?MvcR#FTaXP<-
z{{Sv<09c&uN^qq!Cx9m{E2*5xoF3ryWJgiJ$;bpwO#SDDB=(sk7&!#s>`&>x{xoBV
z$RLBC7@42+9+7|s#LmZsCJfBR2|r=J0EpP{_u*{1$Yr}uj8VFRf|R9edR!gXsiipQ
zdCcGp8J@tC9~(gXU}SI;BN5<|Bt-Uz0(+kX%o#jDo$_)-or&8xAZ&Ldyci%J4zC9Q
zV;e__gOS_GADBqujD%Wcu1Cy@n%cI?)VBdfPDW;bTy2A}jiWh$cuA2ve4Vg69fbJY
z4}k}S4k8Dg@_PY}_`w5c9uEOM&)C5`i5;>BaU-$DWTItl^uBi#0>et!-p5;r=I&qW
zds9|XXS&u>(m71?{?My&46yYx>Qm-kbfu!SyyNIoYgEFK(o_}FozAC8>07cA;kHo_
zzNMl11N6Z~T~fbtiEXy&l5*!*BxYc7)!8@$z>WN5?lIbX42~~o?pF(P%IIrqsTCna
z)4b~;KtP2hwInPY0+od%i3*TRqJxz{6#$BOd0c_vrK6gv`F&Y!3#!r=irQMD4_!4w
z<a_@B&ZM;4wCsc^r1XZ-Qp<=gEEPDAf}_-H4LuI6*Ur_r<xOobOSf9%UZknYw^|{v
zwE(psw&i2&x~Ae(*;^$Ip(t&>&1tS=+>>2NO?q~jbZRBF*A|O)Eia(^OIncPStu@q
zhgPPNq=gqs)6)v-eu`Vx9dykFLx^at%FAs^rV#p8%G{+bC_!<miiW8iWyJL%X;W$h
z0+kBEYv(*EFQh4jPO=sc(ImLoKvir|RBEtnP!tWUahUG}h9ss`Qt~AoDIlGo0u)qJ
zPg`$gKA{&1AcL%SkR`b30Ca%?AOHXm5|n`?cmQnz1`iTpo|lT*Ne?M#OJxZmV1k~6
zpe9rlRuj_%ERdKVkt2+7aFc~3>~|!06Pz6FIV5Ml8y=K#E7aO`3+Yl#_Ry82!3s~;
z)1;+IP=zNYClE=9$UJ)%*aD;vR1=o!SaZKCZZYJ`8z@?VCuJ&C4zv}ebS9b8ba$Ii
z($vsdZItzoii+e=u+>ZPEB8>?ZQ;}vADwAZaF9zWOe~?-5Hhdo%_*XE#-ip%sJWVZ
z29a&#)%$EZw;!uhZM2$tWGM+1uDa!G6zu&eag$W)knKZ8j;W;TTITL__J!5=?|tS?
zi%DPZ>8ht?6*UYd(`KuzOYBm+QA*uIsP+=J>D;QPL(52M$J$EEi0E&wOY8a%Lh^f%
zwx{ZmZlbVL>WkW(b@rUP)S=3obtCm{B&Cw->(PF!tfh4>B{fwH)Du$pOVs}WI{dfe
zScB}~A1AnD%ae1ruHrJ-%<E`vPBYnQ8Dy^>W>~t18$<K#KHeUclod3YvbM@p5~17v
zMf*J`H9Ly-(-J~oM`YJ0F^0+&EiJi^OuSWwJnwd<)LN5uqc)bpf*e~RD+K_hSiA4y
zN6fX|YL1xE8Wxhl^-g^gSLQVh!tQ8+PqZrPXf-9aj8za8r&iq}nhRJ63g{)yK+%7R
zYk^F$uJi$I1do2dOWX^HLQk@gShQV=&q#-QlB=?o6AmP)MKq_%B18{@OpX3?xSjFX
z7{>-bSt1PlN5B&>K%KKV<H{yJM?Ov_Ws@qd&C9e9fRw((%;Qrcf`MvyOl>&2ijwGY
zDnCdZhrPGkj?^^id*??Nw4zIHw8GiWr6IE25;XO8NEr}sA58qD=XQ(dHk%rgM^_4_
z+E}N#+p0oouJ(%3kh4v4rAv;6)U=YeTyLq0hR<705S65I+fUFsKz*f&JxW(k<q8A3
z+gG@u009XTf<kv500BY%z7&2RnyFS!c)4Ix%0(`&()Vj<V691I%G-ITy;HoTl3MFU
zHNLr)$w+v(`WkIWL(c>6UWd|`O?|BNj)k$V-qq(>>U$28v%7V!X4!0N>8S3swtI5!
zS2~pndvyXTs~R<x)deh4Q->dML9`Rc$Db*^iI?nOYTv=6T$pxA`FVNlJx-du8JR9N
z8d8!H98)i{>q&4WC1EKl8+DIs?5;YjcLhcvGM1ZpmAb^)MMHaRr7JD~qDlhWT3jiq
z2_(?ckx_=M{b^T971OX<UvVV#l*vlcq#X5Rg9Jzt0pl>uO%pAY)6<55Dpx`qX{4!T
zAOb=ZGXMgvlAw?v5Rn|g>R;05HGLy%>t`*ww#J`tQeE_o2DP`HId~VVd-gk>*7;<o
zaaDgyNVcj!i0Rv#PE)$V7L+p6sVi;flz0J}#tS~`)*2E}Lcf@}gcX+CNXx4!3Q|(i
zRHXo6B~p>*lTwc|>e+oSrPj{FjW|`dg$kXLk}OVx>%V1{dRk?aOv||2th$}H-fV?7
zv{-E=Lc~{C;~srkU)7wq)i!E+K=nhk3aO%DDeHO4>IWLGq(f?ede;3oLPA1kucV1k
zBbhx7{xrU{Jtk@WJ)w1Ns>#hxN9Y|VWzpIzmAdq4-4&-a+H~d0<#e)M2BU9F-8F))
zHd@!|%_6DR5c)0F=jxwRwwf<{8Emv%b+(|eX)6snUA$@=<+96ZMN6Mf-A&TrUd0u)
zfUuWCNv*4SmXhniq_OTcx5H@*Q(eRSO8E!r>ecDnkbH|@rd$62AbnI=o3&o~k<2Qa
z7L}q_v#_yfyIS6GR@-j(o4x-4_`T_?WzL}76J%nFqMELqwBKqLi-oi3pOK#1c6YP*
zE-Qg{#}7=_0_G&nAk4zM*B2u)`vOv7#+q#fWyLbX6f8K2ss(o`SlXwOe57`IXBWh9
zx3HB3;tor@Dy9K!1u(+BA+@P)IE5t%amN$2u(raAd&MKwuaZ3O{6x9A%)V7?pH9~f
zV_h8d_pEt~aON^OIj3#b#%%VA+TBj(u%grJ)m1c1+^!aDCGBif)2i0Rrk>$jK}m9Y
z*-23CRXFGo*KW{)-kG!7wBu??Prk!KzUWX#NJEz@<hZq@qEZwZO43&1lAxsmIja8v
z=}TD9^|@la+HY+DNN%YwT5A>{kd!ulwvkFW1i4tq?+{>c<=2$F%Cfqqt8``g!YBL7
zeG2aE1SUyQe%6}CQjsz`+({Y4f(O{0obA`i-XhO;fOdxgNOeW^OBsgn>8Bi0QkA^q
zr0A8Jam6JG4m!4!qq3c)8%K>#_G7eId8GCcJ_2Z-@hvK0jVJ@s{p&QTJ0otSTmu^y
zCpkUNZ&du;(fpU?4x794Gn*Rzy0(K!>2_{*>RPLl^cJf7_02}-sBSjPHKyNevRZC8
zTaCi$bGO><mf8xMy2_e*YIV4re>%A#&0kL3!@TmJojN+<pm~X>lSI4TmAcg1YOC#n
z;YihO5UO3Sy5UHLzewv(rLj;}lsJO4r>G7xyoKkdHoYlxn@DrNlsAX;S2g)}RdK7+
z7pj|cRW4fUF7|7Vow<kYH#S|NxKmfzF4sF<ZMy46S#GVNt*EA~q^M=pwtmeke-2+j
z8n>3(Gw~k$PQ5{EjZLk6Lh|EDYfVCLHybXG(N%il>89(h>$lh}Hai8vzLu7r%W<{X
zwDz5)y4x%i=EY3<scLRjY%Y(G#`{h%Dd{6J8-EPMWfmlnCd=~}l*S_4h*H8fR3!wN
zmU)tbr3aMqh)&W7rxet(-AckiO50Ei3n3{$DN&(M)7k|Jt*8JX(x6Amk05^$e^7p#
zJu&)+^q0$~^f={rsheHy)yxXZ#h&!;u%V~aHaZP4cvhIb+O;L3mV@hb?Im57s+#L;
zyxZ!n_nWJAR4=V`F3|KkNWc@E&xzl*{{SB#96{u6a<$9mIlav`xk#Fpxm4dVb*g!2
z-EGO+&3in*8j|8PYc<z*=<Uy3>sZr*+|^yh+8Q<1)FIlXQm|b1(Z=#}Ndp+|*dMtB
zgW7O=@z~`hrCTpeF)StB#1!1j(J0t;*L##9DtrvwLupHAcFi=6xhBabyEX!~8QhG4
z6}?B@6OvDlf%X~ugOYP5Ct?Up$L)}Op3{LFZQBFCr~anBS9&StkD+f&KA*WY=^~qz
z-lTa)Rix@Ut?D4z^bNl6%?4>SPNB8ysvDK(OHoj2T~SM@^}WW+sI05jLawt-TP#f4
zsjA;{s<Ni9%h~yy9C;+1cku!z#GFb-W$C7t<ML0)tq;D^T77LTYi*|rTYV*^ts%G2
z1BptAT0x?KBBY=J01%-;d+GrxxW41d%3B@cae^`?PCJv3Mj*_b3GJVu-fH@N<fp10
zR`Wa67b>fH*U4Qcc7EZjd2>Z-(%1FhQmQJ7dIJ8N*3L7fH8mXtbF5cZY1{ME^f$VC
zcP-++((~+HsCtk|jmL2kXXgM<lb+kjjy=3b;bqH8kHLzI@h`XYOIKYvsZpu!7JBYi
zP%BC=N7!xlzII)CZB*^;>Vz?<sV+a+t6DWXG_2KCKI*QPg(8(yRfSD$@o9-BrO_=s
z>x{RGJe(=DG^L@!^y*fWr4F}6vZ9o)Wze7yKs5%G$+py@qJWyVlIpgIrpiicXmdGH
zBR_YX9<jNh$&PdSlICYJy*+Zmvy)t!)YW=*dK;EC{{X>#{Ubwa(fW4DU2j4x46|x#
zjqA;_=Ww^vuqqy=x7E{A*4JEX+NrLo>n~U9FngHonLBN^H;h3s20?=}6aJiUov|_4
zm;;5j@epGYJ4_w2dzmA?`QJ;hiDnp<Y^=8~(@eHpTAgsAq$LP0I^j~>SqTMBER`))
zQi)L{;!Q~>QcZ<3zFhLPvJsxJ+KtZnr>&JN*P2_+*4sutj+xi1AEvChriH_8X%zJf
zs(;)MGftLRs#2=kETxxRN}4}NT*>?mxed&2WpZbb{)T;8+BN?GH}71e*Id!(C5xLk
zYc&;im`$#yL^q?T?bbULmd|yx8{=A<=$GtwDr?4}pleKCwG~3$w^TE2wQ=v^+xYif
zeFA!G(mtIjJs;@~XzATOc-FQ0yH}oO-Lz%*TRE)m_nY0an&y}EHn+7~-m@mP+d>kW
zYN|W6hSu9n+b#DuZg*P0JUu~vBAngkC#?;0>tB(pzj{~ZF1=@}vWu4bqM;8^eQl*S
zi=tP3r?%LYe{TN(MBP2k<o(Ld!Kt~v<xjMyY3XYf)8@}>aSTo7<ybfztcx@Lg*fEo
zl=P-7`pQ|9GqOl;(<NI%3g%LjsF0$7;ZlKYYYyot1fKAyrl|o*C<5k+BV^Yvb*~<x
zelgyk{W|(o<PW7UN!oAIrkJ$)&ZgzQgXVWQIk(H5BK^AEePFSv^oFLg8mmQSp+(x@
zy+>|l?O9D<UrgF9b(Rb1VveTmMQmfnuSl0isda{|u&pHtudp|9bqoB96*g;=G_AH!
zqLl@P?^PtEr>J{sCt^=|eG>jM+`;s+zI$JJwaZG6R+{^qx>Y)Ahg<Vkm<+vg(E@_l
znj0dRMy1d^!58}zPOWt}Z6{Few%K<y)Cu>g2(Mj#mRyq6ZD|f=>AR&<zRd+g&f2ak
zTDnk*YnuzDOO7f)4b#;snyF;S0h5mBs&=Qdc*Oqz$=7W=IX5n;xBhH)dQNpyCTHht
zL8Tm7ZOcj(7o?kFYE_weR$NsSr6ouSKp^w|mY-`6?Jf&ERvT>-t+ee%$Z40sm2pc|
z08)FmRHd7GyF+k}`|EE`JeB4h#dmF6psiO6o9kNMuBEEG*y>+#L9nMPT+{a}TB@E`
zvf5PjNqOFp(biB(PaRx668dtir&~1IF0Rt?3h1n%)q1t(kfR5!E!^*S8bvKIdPB6%
zHzako;Dqto)H;=fsVW2<&N3vNMhwA&h$d&Tl$kRJu<$^~kpsRlIs1GODcdgCVeK<7
zC)$qC%CRm2S(alM#2c4wDWXz@ONoHMKtK6?*iADOB0i*h1HmR%w;#eV$DDAIw^t)9
zr&dipV(DwV+7<d+K>jx`B{`q?e`;$<e&@>T^IDFHD(f14^jo03B@*XTbk_m@0EFuD
z5*t_iVK%~)6535u=xo$!JiheJ%xy<-sM3yTORj;_Z(L{&r__3}>T8{CQ&h~-)ww}r
zX^U;0o8=qz32E9z)3;M@p{g&3F0a2z)nY!kwI46N3v(lszL2y}A@0{JC#ddWYMxi<
z9(-K&Rc@kg(_^aCOu22=I<@C6_ZO^|%WbDv)={}j{hqQ_Q@NsOzOJpyWn(qfH;%jd
z)%3+n=@*_Ae4wS*v|Pk$mrmL5ioa1%w{G?-ZVy~3D=hU??N?k<irZ~vwdU#)T|<p2
zX{U9D-DzrHs<ZOf@_~n7(-O};gyOYnrW?jfXjIg)=33fHRF=yuKJ#b_8%|27q2c&-
zJS?t=p2zl9e-dONtV<4fu3_Js9t&*`wI=dgallj^Q%tSJB%+U`xYB`b2sJ6ma!=8}
zHMz^kK5+Vy(>HwwOQHE5ik9_Nvi*IpqSbd1L1v`ARsR5It+cjE>wQqCx79GF&ED^2
z74;o-cC%ep+SpH4t6Wn`LgEmy(J2N}w5X~Hf(KGy49V#xAWt3M^z-Y(RPry=7d-tf
zTJ&Wt>dDVVYIR(7Guo#2Y^tywPowR+LcCDfsG3~`SzQ&ewbd6Lrx!*_E!Quppk<~}
z#RJmcIjcDw$EbR(8(mAuy8FNIOMb6$>SY_9%lO4co();8seD&fx%_gLw$RecOw+q^
zr+SS~q~Q2u(-O-PW<fI#yqPt<iX=9&mK2wi3essn(poK*E};QL0%}P;{$6HjmuH41
zxppPopJ|LFml{f+ZEPTh=oVDBmg-$7K}c|cP?ChyTk;3f$2R%<a=TS>w?tIyN*x_h
zX1VJID8oe2+p6l8AFFnqNh__TZk~<h*P@*d)HH=sp}K09YglOQKaOXq-$NQllAMxH
zqWd12u<M0r{bi-K()8w?cE?aP4cuuLZ0WvMuHRxBn(?ONTD<0_p|!hauVSi>-)*@&
zK-D$6-Rl1UE9<>F{tSH3v+C}7`lPU4c@@u{4_9lsUfZ&{TWz-A>0e^9((PT7PcHST
zUvKzp)eXF+=qf2Ho4B;aRf?+a#g?Mq@^i^9cYYrn*!)BJ^?dc@{atUO7OmXGqUFT}
zs^xvuch+mysTi*1z3$IhrPW!h>hHHYdUdAxaG|MHI5odbttwu#w^p?KhsnRm`;&=O
z%>Eu`u=z*WnZ=kAqHb~baOt)tr7-*{)TdxBXf2UG(0A~%Yapl<B`3@KN!tKsR=GzX
zNN!Y|A=b9pY1GcJ^sM8PjXkopu32rl=wT>E%jr(oAl5dXZhjPOdTjI~>GRd_=l+w{
zl|G=amO4Sp3thUI-CtvV{{W`7W}~UO)Ksy2s8#0OXhx5E(N^Ux18%i(yjmG~2@ce_
z-%7ca$_{37K<V+!j!|oE2)$isMe9veb0<yQY{|b`9%(3Db&i^;idt&wcAQgdH4QmZ
zx^%xw^$BS;3>SM}%AHl{)sMs$sa(d@JjVY3cpV2b`Hx>gPgsiU#;$Xgl=l5j?=J0b
zSuIXeQZD8ym8a+`O%s02B_OMQf|m00G}f!9X}=nO#X_Ig_oyok7b=r%tMuQ=dJ5}*
zDJw4eN~Y1Nbu;?wPw0xSVqG<D73s=~wiI<no&FPLrl$TMPThvfYpzu*S1Rj^j{UEN
zKaEPw;ka9@y*)1cwB92-iN7!CZOAg>k}&)+q@gN9^KGb>-a^!udzAO&lT?ohe4*7i
z?PyApl%n3b6xwlHt4fT;PR>A>@hY<EU0>2F>Q?d_2?%fUp`?@~HWZdy4YU*+0VQD_
zN)QyIi1kO)FX3@<^(p9A)Nie74t!~yBmVcgd)-w}DlR%c=Xty8w(S-hjn0vpYvrc)
zUbEI}i@P@MF{K4Yn5(zkE|nK$*W9gC_9q>!$$k>t$n*=R{Zv%yKg1tJSRCaozm=NN
ziwl3kE;k)4{=K=?SZwz8H8z&F)Ghm^x$PxgtQcVkYP}8J-M7`hNQPKlT{pEJs=o}+
zKwS6qWy~+c&(bab0GPbG)9yb=o?dd_M%k&X)?FuQM=_~6Z(l_IkJA)-mj3{yXliQi
zb(*&Cc`n~wZ%SOB)U`HxT3Y`AX4^6Rb;&uoY&{B{!+Ytu1S1tpf+uAkTh9WlJO>mK
zmCQ7iAig%1$E>i~*&A`DO3+p|R8p0a*51m(QUTkb6d)1+8k&kyvGLC&4B`)HnD4h~
zFgFr20|8(FH_VT`U`UUHI50*$dg1tx{uXs!gev(g-kRqflbtQ|XH4I374+8HIx9tH
zjJxUD%WWNfn&9EPRWnfIuG}7{W8X!xsWmnm(`uwr*m<f?DJtw2%W_<DuF-L)X}m4<
z(mrWKq$m+olq#J-r1b(FQb@?y@!2FX2~1K^sp%Jc>1V?Gr#2Se(QU;vuu$Sq;z)4{
zP0}k(p;VNUq@<K6r9z4qp&-(^Toavi<-$JXeGGb%(Eg}D0&aG4rLJAlQs4bHavzu+
zrnOt1sj%wJNvtoHy#;ltq}Q4^Nm^K|)jD@kzfGu6E$-3Lt5H&F8mfo%)!MG0Q(PSQ
zVM3jvt4h?;Td1U{N{cmg%{+v?PUlf-s*0(nS#=@A6unJU(~T?w%grezO`k|V41dHX
z@%VQ0!tc#mtpdJl>3iodH3o;S&=(8Bt#;Ka^K!IYS-P_G)RpX0y-M}HY`Tx8b&94d
z>RWx4K56P{ewlq$a<kD7;tlvs^ZV4Vq%K8r>c`FNHP+wE{$=XhovBW13udp=tGC@b
zv2D}(nx|6=$1B^lH*iI*o2ABv#d)_B)wOPQi^US^y!u@J;_;kCF3GyQ8?-pAtL$O{
z^!GB8Q)^3aF!~%)+!b-o{4GTZSSvyR2&8T)=?$cXjkcRnC?JBQr(}Yf3#x-H05#A@
z$rq|GT)wM)X#W7Y$n`tUJKr`3DeQL}4uLmoK9#fo00f}C{{Ra9GW*}zTLp{w-Rkx%
zR#AJ@xBmd*x{mH`R3_zhsuYcM@Yb2<PdKz*ht?dj(cIVOPLk!fF+HF6K;`zC*IJ^*
zq4m$xB`wpPW2EhON?Q)6_8UrDXZYQ|v)f2YTYvx@W~8hmuiIC)r6~z;kIGy~N|b=V
z<tj>46jL&ksU(b!Jtq7+t{;aD0QCp|00>Q&QC|MDmh|)-ff{|@Xf^yNn3W&K%|-6G
za?<T-_Ypu*W%gRs=H+Hzy6;t@wjK7n%)(^wtT=`+wLL8?q%EvF43lMR+FZg_w=F21
z>7b-K;h9-Z!ATB1b&Kc<sX!HgPvb2{mK3?Y1t>ROI%CM*M)P0PpEdM%Bsn3YYqj?@
z_5F2S29wfs6?Us_MbZ0ps=oVjTbC>CeXh-IqPE$sS1Yy3=XSYJ+pX5>3cA|bwkg<k
z#PjBf^d-*SQR_m_=tB0zqeS!8>8jPDs;IA(iK(+#^#Ie(YGl*hZdTy>4L|VK!;7o8
zCcPbQpfHMnuC6-q$*y#BN7L6bw9hzsEv+uxz2;_)a_Hun))pg9E|!COvRt&~+v$aE
zJzXn}+-z5irK+u(ig#Lij=G_hp-EW-bG>?`=k5OhpRW3(tL8oVj(?lIyHh>QJ7Sr)
zYGbJ_*7`d&KB7bPthY@?b#jiHou^--rKM$SDlM?rx}>Virx#Q60#(TtrB#NwnPs|{
zmo(liR-n?|NF{|xrLBTek>3|K>r|A|4T=Inwzh#eQ)0w{s8x8-XPkW$dUyW-Cu>dX
z{#|;~<@YeTt*I_vxcxQUX=yZfD!Fl~bZxtqw{+^RS6aD=$~9{1zNpgmwT7FUHSgW@
z?HyGfq|>z;I-1(6?fQbCtlGHw-t{l(Tc19VHPxS%exfuD%a<DF_oD2&{)bQ8+@+|f
zR++!nU2XI=f~JA$st48lLdkZwRecpzQ&hJLeQg7dipolcTIZijp0~Yz=ze+KZ+@G(
z%dC;l?tI^LZKmyfcArgZy-&<5zMfTET2oKl7p|?Bt6j~iy1K-)x*LlNr@7RkiK_KF
z&{`a@{6f#J<IYPc{6jyrL!Ki=+s&){cm0wYsOSS<asCJHe`J5+pTK{Moj@%<@c#hG
z^L+OI0K7FkaClpNpp(WNV-v<Ox!HNf8<<3~Qrg52>r%|OFl1#yQiRBQP<2EVyy6n3
z_SdvkT~+r*w3H!fP*Q@4p+N-HUp=a4rA<V2Ta$dkS1Eb7%KmC1(@TGQmVCg`+Wwlw
zUflz>>%CTv)Hdx!OKrHZa<|>B)mG}-n{#ya^p)1y%1X*Ly-xcpL#953e;m$fdMWjN
z%brPk&gC|~vm@08q_*jO6V5(N>78$<^+Q@Rg*Lm5!hw3RbvC;l{p<aSbd?%eZdz#9
zY^p^)HBh!%zKZ2=zGxrh>iS;gCqKPJbH`cp$3kc>YVyyMe3z-d-+6zoG-CC;R|~yv
zrm);})m6U3S5m7D%b;ni`s(Q}cAMd;`Z{Y$C_^{5-*2}3_xvb*75*cd#rmJY&t7u3
zOV?<Mo7I0l^gg1w>*gsbkx=y&pGjQwwWCuvb=3M=+x52HP+qbk(?dyjs<|QdkkTyn
z`U-9%7RB(P+UY>}#U*AiCV#?lId+S<U}F(zJM(@dQ?#~__jcQiEHt9GySgnYN~0#*
zaZQkrl@|?>a<WoDDn*59aB6HTY@_Allo}IQ^PifWu;jLlt8@EJ&8>5zIZ37|sxAVS
ziFZwZtL@fHJ-(^e>M7}2wmW~jQ`J-^rRHdm`j=Sx+fZAn`?dTnzX|?Yejm^3-9^t@
z%Lg<4T=I^`S<hQtZ!535%I{C7Ia{mkm)jkyN!RH*n^SZS)#`0c%8SKKrn;v~KYPC3
zG}Y4Ip)a=@3l6NIN5?Oyf5ZO(*5{%PPW9KC+?v-~J&hNCp{urYKEZCRyy#_IC~lR;
z(R#D$`UV$3mRzr~)l^%atrSl!3^7&o>0+vlZ}&UUf8%Y=4@eL5`uEJOBdGmTYd(1C
z3r>||Q}YL#_nSptj~a4@?N4BNBCAYm7jKrPUB6eoU1X+zO}SOlz-IMKqT_>GwX&GE
zXmGH5HHb@0N-YR3%St@TU7lLz8QM>$7m&+x{)nfG%_!|TM5c<`*#=aGoCU<uNj543
zgwRxav?QINC`Md~j#H+q^n3WE{w{u^b$6*QYNwDKht-;L=cu%$;`?#Z+_$@?_oQvQ
zCr#4m#@5BIuTNF#I-0jN73$$xT~bZnhR=PuxpBE&Dydy}Ugy{03#GYd=;vMf<m7j$
z>P>5<^meYN{?F-~RifvpZnq60bu9&g-KiC+bcG;((6!&IZK<KT-8AjG%E@xtZx<^a
zWod4M$9-SQ&THw*UXkYqG5KGtw9hYjt#EfxX>C(?(s$c#m(}zYH%o%*pVJo#w=M16
zXsQ=)yR&aqHQ|r1MYg=rTw;o*s-NmM<LZ~tci`8{o0gOGiK<`q(WHH0XuEA*zS5We
zblB^(pDU{L(A6{+OY3?<&!DZknGI@X+^f*dz5D)!)NZ1MT9UTyTTZ<TNvHI&L5N{a
zVJ%=2lhc7olagl#ZK+qJ9GAjM5s0$xBI-+WQ%_5*p7G1L?7Et5J?gz!ot5pE0zs)#
zoI6`pa+@S1eIN}DGQCbw<`*k}$^`sP`B$j4opr~X*4|;-G*zCez%(Z?bd9OaH+uqx
zhTPMdr8;#QYf)BKQhyCXTz-=GY^^QS+|bocC0$E3w4F`$7x<j|#PutzdBv(VXEd(5
zM$gY`5oqQoEqQ-))VAJR-K<DWGAZmSu<8v#sq2lViJCe}Y8ram#bW6xY1^k^=GqHN
z{QbcuN1onJe_!Z9GulrWfdd#jPr(Bsa6ybn#P-H;3=UoY07_#CkY)btH{LZW(khVR
z9TY%L%|nSog7!ASLTI6~n9?q|paELSMZhGQSt8ofmNws%dolQHel6U}^hu}f-k<6%
z+D5z6-o57Cn^N;?s{N)_sjif|TH-CXZCgc0ZKV2VZdQ7$H8;I=wN(EA6sWj1+q5*z
zIZ0DdX|3!h<KJuiJS#QtA^CymLs{}l?_<;!8}+|l=ng|%^mRU-({5RAEYVO_F2SWg
z;<`=Cr8OJ0)D$YRTbdNKja^x#s<+*3t33Yz={L~#;EkufF>*W952{a4x1DvbHTHm~
zJiz4Un&u_0;dRj(uTwmmO<h&<NAmKY`*Wsgbfeb>Q$*$I>Oz;zEz!i>Q%d(&TfY*&
zR6m5ivE=TJ<*%Y2OeoMg{>87>bylyd&^k8C?x4{ce!}e?sJnY+s{N@Pt<-mV`+dr(
zNvqS<Y<~m1(cbNMihG@@_WFFf<mP);%=Qz6W76wP%;dH!I3&?4gv~jywu`eaKH^<{
zO%xK_jG~11Nf%X4u~7`E3R_0WQbl&0NU@-ypa!?8%A-j3qep%(RCT|HosZUv`H{%`
zpRWxsWVP~-O!5)_VO7-9T{QJJy|7hZZoI(JRhNUW>+V{cMcZp{w~bG1sAkUgrKi*O
z+6v2MQ*}?Lrr&_at}jiTqxDbg6IObr=2n)`{MPknd9!OPb?m)$wdh+#<r;&TTGyDC
zl~p?P_G=Zg;c?V<hisq6?u)qF=`Bd2OUtHRWoo+7%}>DJoELs-avPDHl;`%0)S8c*
z+@QI0M(sy))7L#Er*u_4o|1{`>lNDdXsFa`P1VY}zoxcXtD3jf-5I33R#Q`{t1Zzq
z{!H@I@Z$Ab&i-fmgyjb%xp!5}jd$sq{{X4%9L>|V$B}Ei(Lbg21@BBgXzlmmZe3kf
zedfV&x6xVJaNZ3|C5Nb5>PpqMkit6{?iY^BO5$xHoKIq9_ufKSG7=_qCQ4gkZ3sY;
zZgqu*!=M*bwSvE03X9%8ml|4-2}MT18)0fF8${Fbic}4O0)urU?;73A{cHG)dWh$b
zr)^2geq3{h@X2D!ZWbPLXuWw%Zg-7iMW>l!?WJ#uvD_D0wK1<;xn697)m3M@QrWEf
zI{x{(>HSMq!1=A`2jMTvKTkSJ_4t6;^{D1|DKrPHglI~yN!0pFOlwNLU!V^;m8P20
zXxH{Fd#SBI#C1-ZtD&`7^nG@fUZSW~;?&LdqeW_~m0p+A9(8^nUy47eZ$noNEvIyT
zsMMeDaiZpao!0!|&{|sCrdqjbt7<M3j@Mf0^+uu7dWdQI%d>XISZvb&01Y>msLg`s
zUaK8##g%Vfz5f6aephqT)~_nPTzYBc9;M|H^aDCyP+T-#uYQi2g7vN}8rr9r6t~6D
z>5I)(t#<pZ)!S{>;KFIB*}7Fzp;roO_EeQCMnkh*qrvfY$w*8koE6DgWbMl(Dr#jC
z3>KVbeYf2POAy5nTT16-TTp2&w4`j2urgcCx{#&RxCzdc0PKOYOQ{Wu1glMBv;L*|
z(dfIDzl#SW`L$c<%Tw|r(x!;fR?BX=^z+PaPf=)>b&_iB8n&9hQBZQ*P2cLQ$f`Fj
zS!}PSvR!MaEVmc*g$?HRYpHb`*5|#ftNbkaC_ffXLi&p2wcnCgK0xzRPgUxwu0&I5
zdMcVN8)ws8w4p^cex9~l#kA>KJxg<K%f_2>v8sjJ>&@Q7M{l69+UclmUmkwAeQ<M&
z*Z%-Ik<VUtv!v-YRVI_SXlq>-jkCRFv`}e#E#m(Gc(qX}nwsl_^;MMb>N@t`xIFq?
zsz<U^(h4B*U*V;Bp}u;x<*tY32dUm?`ex7?xTejhd8?p#gL}~Ttvx}emfo+k(Xpv$
zs!)p!BJNfSdPZ(9IZsPwRY|RF=3Gj8`3e5cVol);O`{W;!=|M>IX8x4GO1JevoEr=
zDZsYMiXL)pg_XFOgdog4>avoAfm{QK+or-)3yD%mq9|%CbO|{TPz7rnU*g%RG=*2M
z&r$kcN@#kWBcrq~zq;t#2AZq6>QQmCIbcIpyRBKLygv0c5!6?DO1(;^5lK{~HFBj7
z+$tVRs85=p+tytrb(G)TfYV_N)^)fXM2B7XC{o*f9cxKVJES;-AfZWdPPO)z$#21D
z(HE+&UV6;B@~c$q9(Hp#Nb2obqd76o4N<Rd7fV&wQZGZ%Rah@thQ7^NYts7fO^WK8
zD!SX#71SECm7#W`dd}^Aw#TdW-^}K-{5ZWw>3>;u9)j&Qdq%PK8B0ZNam^`Yy3;0}
zrr}kgskwz+LvOEr)U#7hN2OnPQL%8TG(r6?$kY|I)}~EGJtr;M&eGt|OREfSW!7H7
zWLWg0K7%f`vdpx)-kd$_i&$wL>t*%6QnWbduUdtx7aCefSr&0dn<k>Q`ZgKv08osh
zlm7q?Kf_HQh(kQ*Qaw!ahmcP4hS{R))W<UY(5+4Vv0kzSP^rtMm@!AE#*s?zw-!ao
zibUV6$>>|IyxU%3u9f7e?v~c#7%C1p(p2kc2_SVTz@C(W)R_zEQc8eOO0mZI&CXJD
z8<70Q)f}Ye-j}P<T*lE=l++rhO4roes_U$^)pqJTt2DJwTB|GQ4MCu|QatNy)w;T6
zIqW_fscq()<CEXyfFrOuk|z@c2>S`hJ(g7usrjk1KAE{0v`V=lF54`nxn{#Zg>e&2
zsY{zo+KOIEoS<zWCAy&2G>s?*%@hgRB>gO@Z7G)X<sVI+mj3|BywpCWc^AoEd9T)g
zE;K!_o4l%|=6l*`a{mDPU3}84R@!N<Yqiw7Z{}sT-(H(KuKIS9RMouwp0iBUU7V!5
zS=zc$qT5;Xug%R0&nvmD%+6X<YD<2xXP11y)>;*vU1z4OqqOR#w2q^=*c;S#x;ugz
zxKi71Nw<rY4Ly4;Ry9dd$|{;|@ZwXXD(7C|Nq(v7pwa_qMOwbKw$TYl32LZ1*a-<p
z0Vo|IAS8htc6-ssH#rr_?^1lW=3l9fOVab_lNxE=NBy_udJ{;6>ZDw>W}vayo%U{3
zELv(;W7O9hE~ZsATB)0@U7P8gc?o%FbB>jk#-tUAP0r%3V~v*Faz_nk4U>^^qJraz
zVYkxlW*l)Pwh*V*+5(fdvNn`cnJ8AkN;VBZQi_U!$Q2MpfHhI2ZD1{as_r)gZ-6`C
z`1t;jjw&<~w_9mWBAp9b5VxI6s%@05Kq=<~D0$-A5;~R|Vb=;l_S;eXr?ft@`Jw6m
z0G!^Wxs%MFO?;w%kX)A3j_IZ7u2h6uo=%xfvqov_J@sDQ1#^@XpT~7oy7Q?%mWrYJ
zYE<4$JAe5uecrfPzLmS3rTUAFMH>jaP$}oAORQaKY0*~Ma<Yxk%GheHhWekTSb0iq
z<RFBoqz*ZT9b2-@ytW*dan@ROa?WfQm|KWSl*@&+EwbZEB?~B0kW`bhr3;-iVnu2z
zKtMMcR`<Sl0)sFk+pcPI$MHn`5%hR=gPmG0M`<rrnsS22d}~10S$UgBsjaEfzUwx-
zy{nm=zjd1h*GyXLt`-I_mKq8xl_IJu=`6SE`!kf43h=;~B4A8|f%h2B-)Vv81MQnf
zf0M~`=be8iZa$?y5q)XTZ3S7Rt}ZpDXtfQ-zf#yk)V94zRM#i#wN9kgT7KDXpt$N<
z>WbFg($#j#RA1P-zi4^dl~dMyuX_FT{{YKxOJ1z`xyWu(>${IKbU!X`^fn8At-8`R
zOI=-XrL|Ea{>$!Cw%xk9RCm#Frd4&Vv|ArjN<|R%+Uh+!ve^C?h)h2y)Wo#rGNuzX
zh|bC3Z^$(=(@uIkw|e8q3tOzVq@gHvYNATJsw5N*XIokTBov~-DN@3Ss07l6m&}S(
zTDKSJ$v-`#5_@;XHW9WD<~V}MgEO!I85{N|ZRR|7Gnu9jobR5{I~-$aGX`<+B|W3>
z+Dzx{b`ib+oxtw-U(VLzcj-*+YULUf*RFf?-yXzsLqdKY9Le;Z=tq?vlx=j)ejuFJ
z*BTc>bKg;FJ!Q-~4KGJqt4o$;o6<FP#;=zed9$ppdR?Y(ns8YuEZTaW`m3D{%~c=7
zEd5IL;plgoUx(j2sd*92>)wsOYMR{*Vb|<eXp6`3ds=N8g1-4}q^GO*P{qRCazpkC
z)jL6RqoS%+BIvFxu;sGhL0MJQ3oZ8ZrtY*C?LBq4*spe{(N}A{T59So_e*VKVEa{;
z`ubJ1RYg|HmDa^gJFULMfH=#DS`wu9Q`E<&KU{V`U2=ofXR3-$U}_y9>Il=n%Z_Ao
zOPH$GcYRq+d7^VwTPq*9-Zd@G_{FzU*`8LVx7_OL8l|qb)c*hyHBFk9R=xq29>XUk
zSza;TN=-RFqQ)feeLpie`@WLXQjaZ236_&(E+G=gLW&szgapQ+qQN^C8#hnU2^0jW
zG&d%mwR6gZ$40&c9iYgWAP61KBRJU4juf4Y<}tM9GNYY@e~)r~T>MczDS8+5!B@x@
zeG>Yaz50-&*SZ?%e&%g$>rm)B({>Az9J8ZL)><j_ouf|OY;?Mvr?msG>5WHeuCLR`
zw9z5$OLeKZy-z{q6!!;nJ+KIzM92QEn1dX0cy#+XoSQSOA@nr%-pXcJa#``+xVDwv
zFz8E-lB5!lq>7}aLa9(E6(ppTnp9IF2)L-YwnTC^j>{*~52)q(X{hyrIbm@gn`yNr
z9+7jI>b+@XTaKcwyVlrRw$oV`d`7CPS}ybt(ACt^*q)-Gb;>WUsHSe^ZCzhli83ek
z+an_oVDGs3`|;VgJ!blwf72sgjjDOGd#Uu#O?#%)R9va5wrR?%O}6bzsV_RY4_fZk
z7FTsWs-5jmf4bi*t@iunHMZk%suedHI+rPF4L@6`Xe(|t4bsrlxlr?~N>G$19ZDo8
zt!g0&Nl<`Rq=^IrCyOcR)tU6~ME?NAz36_3UMJ8!PUF(M>-t&s%fYX}{Q!fRC2Wdp
z*XWI{s%QAr&(+I2lbl-4aApXQNCO6U+sEEX@5aY!({-07Rb2axTJ0z!-n!S4)i~)e
zq|>5(%BP4uC~1JHU*#nyjFG3YX_+?<r_@)mAMpm<Kf)*$FhylTGhFgNH&YD|%1nnA
zNCfNGTiwR==ytjOv><d-(=?xIj+L>1%{4LrZImQJa0xLhQi$r~cf*x5$d8UgT%!ut
zD+^qTTZi5$8xr*uy2^#qX=+lMj*{D&hP4S*&EBl2(KLT0xurnpC<=U}{$iEqjWup9
z)vebYao1c|Q;s;bDaEa3R93YrNmj*5B$9V0ibR2uc9`$jM({QpK!YT~!9`L)kB#Gb
z$l5k1a3V1xIA=~?+j2hcA}ufBp1Fh1e-05-B4Th3@-`m?f8(U>fP3Vg*cgG0hjK~B
z=_fD_XNVj}>^ngK<M$KT=WO9jf&DuHnNTw^;GW+x!*#yyzPN6;-PTc4cz}Fo<1xI%
z_$0*62L{796CFSS<L4O>5#Be)5e6nFGlTXdPl5(~{kJMi0x&V(#wL6cOm;gAM*-}m
zwXRz4ubp|r-A;A!&+DvDZsdd9N5}?e^z1zNAu$v3M{)!oB!isqoNW=rK^vaY-*JF<
zz`>mFuz(K>Gl`R&`6sa0NCJKdp2vpbbQCt<PY!vGHZU4;zq4_tRy*cn1c>-Ck2~fw
zh&#qGID3ur*yL;uX9ftLJ@){_0VEFFKrudX5_1D$B%huPd5mIAl1#}l;48`TobVoZ
z;cs`2XPf}1!<L<UOie2&DN+`s6cAFdNK#6FFj7b$g$xj25!j3lGc0N=<vl_wk#($b
z^fntps$N}cQrvWe2CDt`hya8H^ukdo03}2W7vCFVCJBj>GXThtL5PrJh7A5wJ7))M
z;E~!tQ75(vySmEa)Yb-vk3)eRc+-SuzmB}NUv8$~XslI11$8e_GSyNKQCaAIkkYIY
zR7X;ZmJ&ijl9V(NS<3A@QYhOtTB~|mkFBVox;aqoOcfI17_Mb)Hb^}^DOgN^se+^(
zZfEXrPSPNO{%poJoSA_;8*U;_0Q<yl2%WM!m;;6R{@#CIiOot=p{AAHmUQBC+C?Uo
ztE{L)H;av`g)ON}F6VAdYwK7FC~bekp6O3f0VRIdN@OY&l2VH!XbYzm6t^pFNHrf$
z%_?e36|QwT(1$*nr44kUTgh<rf@I7Sg%OSOunNzS6XG-55@dr2nZ)@6A|zwD5deH=
zU;)T`b-%*-(!aFAoO$~+;y0UDjBHg}V*db0`!w%b>X!THLyb2^lvb4?XzEEHLZ`&3
zDj$@PqxrB3R0a{o-etu!^KLTgAuDavEe;`F(zGZfgR#gFAnbT_^>s9l2k9zbq<tUA
z^)t?}>Li2tU1@1h%n|~CJs^RJ8ES1&eWhxtmhMljy43X4`{-)1PKgR2xmMfjOeh6)
zAxT$Mnf%67_ESNj2HAM>u!%!W2^6KNYaXd<3uzcYW5(bK9|s$3I|<*s#4u;=@%!ZO
zp5XnqfHNq)Q!T1mdb=&9_UYBs;@WB2D$0ca05?muRL+2A2q)T}lAr(~1s6iAN!3+4
z<xR5jYot;gEU|5`r>-eqPxoO;xHQv+30Nh=?<lz1k`k8G+LY>_vzA^|hlMqzue-!)
z;e7_Vwj*gDakR(A!Z$EL7(6N45#Auk@8IqxcJH4V=IAUg(!BV;s*<EV(!~{Jrm0;`
zDE|P;Jyk@yrjStxDhO#xP*GAF>jkbWCreh;E{&^oZJz5>TArrqZTBj5R5B;0rll1>
zPL@=X5&$Y7^&_O2FsD^K`rVdBEqC!IwHZ>pDdSBAMPpkKV{eEe0fQqS6Z)J^IJu>z
zsIGmgYDOKYsC7XsvdR><7F0w8gvy|9qF?|CQ3)iB#U7H>Rkf<OvummM(x`Q6NDMUu
z4yDyfm;hwTTu~-M0Z<@wbsfIZ%KH-TRf!e1dZ=gJN=&^_pjL`HRV*K3l>sGgx<^}`
zC2Bz-rh=Jp`@CyRk2=I83R0xz27Wcqe*J3{boQOJ^7_=RN2yfXmr{UPYx25joKj`F
zN;H!W*0?9#e12BIS4z^_U3JbS)jG=Ss%i?V-S#M3Sye5)rJrSxN`hAEpegr?aHkxY
zk{U`9N_fWK^)1&@)%{h?^01PjPfm$VJt`Dnw#z`^#09vbrxtp8mY@V+Mo*FF?;r^7
zC&XuP2s}K+2&E~P)x(59oXO1lJoO$qMBv5_WO*^zkUvm%85ojq!HMtR8vrn8w$e=O
zF%uv|sKm?>j@Ua1IoSA)#DF+N?jVm7_WKZi#OFB};hi(zY_uS8=g*L%OP>t1IqT0`
z@`{JPK**er*Uk?8gv_3)JShe{kYhcBgS;F@W4^>=hy%WUL=)$7V0eIg3=ftF{$B$i
z{GGNq0QvEfCKcsdR>yFyX<O${4C4Fs_E#$2nF^gEM3J1Ci6q88a&ZG`AJc+nClDiH
zyyG*ra(s~@M-Y-s`54F^0m#neeB}4tg%V~62kbME1GE!^C$Siicy6{-u**+&V=7ZH
zGn=iIEHcyGn97vQ4CZ8$1dux)^b^0tzyz3s1A=xCGI5C5M{JWh{V)t3BZ1;31|!bi
zXY?@;H<Du!C(gikksB&<CI`&z1!y(Po|mq+xw-tC=NCce^&IzSb8B9)F04)j5#A#)
znZ$RDZzCKMJCZ*6A32XF^fMA>B2F-JH~zkM@0r{0lN)x7=Y7nX$c?uX1Z}%^UIR;4
zeX{mk08C9s9mAJ9W#C5QVpIJ*PQwOAgS_{X=MT5~iSR)uImdm3be)J1oQ&Wdj(<^{
z#sLZ^VLjxSJ@*GWfMCvGe3CxIksJnK3USWBP*Sw1Joz0UGXPUs(B(=BWDRo9h&8lJ
z7(X57<WI(N0!R`@!0;Hrh}eR5A_gaLB>lhx1~`O)`oWc8Y+z$O=5SyE1_|Osm?TCF
z$NHokZ98@uz$@##4>B|!K0FNt=f2)Fr?;Pxq(6{mFf*8(U}rPm?c6~kMtd2FAa?%%
z6OoWlb0#B`9a(|g=6voZ2Vek#WFEmJ=k41w*pNuXLBIpQegoN|-H;T}*D>V*&e|UU
z1vEchx5R>=pNz+y_S|PXe1W*)s$Frf&fAV5L=^QQMFu8dl=kXKBm<lnFgT!b26LRw
zBW%oK2XTp$jhy(6&ij!hWDG=&vyt}#pQ^d&LAHb2T(p7uy@Yf6%w0EB^J{TLw&I-t
zEpM>RLXN|z7u$59N3zmVsEAMz#Eb13MAQ8xF?2dyHNjPatfYjbFj4hJi`oWM6exr8
zRWB$)MVy%vBn*wV*n^of^N8W+BL-$;!HJSH8}B{fM^6)9JnvoON*i2dosH-@`|Ewy
z;qKsXOU0^<ZL*fys%7tSe^B$448Gc#Js#RxrcEmgZN#3nDNa?mmqL(`hKf|B&BkaK
zSQ(_aEi_6kq*h$$+@(`tMFDGen%?!{#G#^8ukM_EYeFP898y{0!e?{xGe2@c-T?ps
zF&T;B4=3ad4gUac*q!&<bH%Q{6yj;ic)9jo9($>n(}hnyd}Cp;Y1;ioaYee?Q0Y?8
z9jJu{T4_d0%R<nHN>Pwuv6v*KCV1p7V$_>uy4j@c)bFChZBJcQaBV@Wg~X{zSaIYI
zf~KA8TF|w17hOV<J+xD=iqt_oxzcL6I0AKMrDU~2+K=~^+5rT*Qb8@a5U}FA7uLf>
z!)r<5f~6@%N>NhQRHZ1WsY)dE6)2M=l4Piy?q|C%5;$%g^1p$~F&8z=46CWI+RMw~
z4rAc&neUF-kPpvtb1=yeCtyTC#2*8^_}oc3+|*q~LW5z)mg-t5C_~Frt)v33kQ-l8
zI!93?bd-{%4D}hPny#n4_vvYBWeRWEQ%a^_DM=wNbX(U)`Or^L{LrNUT}sm_;ZdDM
zj%Sd{_ObT)<x!oj?;vD+d}7>~`~Aiz#P9zAVG;&7bKt=P^GF8=J%?|$Gt!_iDkaKt
zr56}cNdTn`z8eTVJs|%8dfif#ndv1m2$duh%1T#FDP$<R_^2}tigXrZJtyA!gt;Wd
zk6@JNDkG&sr?+;S&9b)RuJ-OUt+!u&wcmYrz@72qc^LVe?j}ysNZ5`P@A~%!1f0k{
zhQsd@xVUkK(1sM<Wh?GJ2wN?Rme)+KwIm1Jsi$I`^#rBBrk{1bhY{AatU8A43uSYa
ze?d=9YpTMP(#^4K-3r2bfh?}xx|ZGmj;^NEut5q0f(c|bG^aC{8=CU2<Epe8+b!ml
z<9qV1<E@nKkb8dQXX7A_^CP}^V9$7+^W5MApEy4vVtA9yJxcSm^$fhlLn~8nF!~hJ
z%{Y_Nrrc?1O3<{K3POM>%#Fts#=wD%<dfKf2FC(1<1+_^#e6AKnLg|2Jg*LcCo+A*
zmw?|XA|wMlc7P`k5A?~2GoAuQK{y~u-vs{v-VBKQaRO(!CPYl^0E~EmcK~KV85}vm
z%o2X^MmHPok)GqeL6pDTcpdiKa;eN|3U2ov2ZxT8&sdb0&im&bpaUD`LSZqt0Wsub
zKM}u^_8C5Sh$K(j8*h`g`RpQ3iIc<gn38_@9it{EIouF2uxEX8r2w|g2)>?lwZIjc
z^T-NP)S=8}P24g9vLKI~=LF*?x5m*R;GXaUkB=t?JefT(cOCJAk;Fm38Ho`w^YK6P
zU}MZ+!6$4J0uCUIMg;BOXaL4UaIX4$1!+t1<GPd?Rw(CM@)f3M>)lMZuup!+_nddw
zpY=gJOL8L-9pho#$Dc4JGql62^5^VHpVW7c)(MI3NnnvAnFb^Q86tcbfDQ!t%z#`i
zUL!xFTkE?aT&+sP_8sS3tEKcBS1Uw@X9p(|AP=!S3>fTSj~pGu9^xa&{db=|BO|oL
zCU^J;A9)$=INa`F37#Kmf!jHOJ)~|-m>?gF%&DGK6cpe<&Zn2&Oeg`ilpcFK_)?z}
zXq4_IV2PRDB;fx5UL5X7JAgX?F+Uy1Bd6y(7)dj+$ruM1jpP7#><Nh*o&bD}#^O!~
z>U(XljesC<u3WE`21d3ur?BfmcxOzjPk=fcvZ&VDM1k;rPtG??;7&vynHbM@4#V_~
z$o~M*a56`NFgG*ALGwF+1Q>(7;x_=24B$piLPvlH&OpJDk(v1f{eZ)G<w0uX2B!S?
zidGxN4wkmzO!McwQ%m-vPk-V9$NvDHduRT+F~Py7zwrTM{{YWDv;P2GnBe1=K^qCU
z`YF_I5&Fm3;C^7h^8WxM;hK-knByD|s1N=ZuV9n^0Ev5-eg6RCj|do<0zBiZU?k!v
zI6e#wwmHV+oD<bC`*D`kANZcV!T$ivy~y|f0N%%@e_Q}@fJQ%;5!6V*f;`Ebf;P_k
zM|?>c<B3i~koQOBk7+;7EPl8D0KTzH=l=lf&(~TXZGEuhcRPH6=5vsHWbd|kC&o!5
zc;CGF21t&;t6`oY=Q2pxexf$mABYDhzYa*w#NrI(M8PBMe8zi0HaJm!xPTA0ar&Op
zLGSVhfw7WuU>(4Ma%JLA<;KIlXXH-MQetvAgy#Un?UC3?h?Cw)F(+XY#dc|Gsz?k|
zJm4$#!jRI)3o(wqo`8QanNmzBOkz-{vn^|v*IH?jibTYKMkl^LPx>*~f=37#h!ctU
z1Gi&|Ab+9`G9SZwOJb_wZlp`BKKo@=e_Pe<d&vwq-KiG`X`gxKJ*Hc$ML$=(#Ys{q
zT@^{9w9qoNfb~^U65@l2LrA0wY$x)mr`%mq(pE+Tl!+-%=2Ci<(1bJBc6P`P6y;wS
zwK<IJfARwdy!ZItctgPij`9bSj84NOh$23CzWVBPB}ro2N)`D^AANOI51@wDhb0B%
zQK&k#`=_prN<y1#AfX=McA9QA?V_QEs@|t!wFyO4Jv)l0r>bcRZD~bCI~@%=khYpw
zO4}(8AuEotAq$c$38>w}IttJZh2pTbR|SUNXXw^i_tKj88KCQEvT6|G4Qq@Cea0bd
zrL`$<dyS=_;+|<MxAvKB&X;OZph4^UWS5Ie1OSB<mKj`<VNAU04@n_JC=+H>Ps|cz
zoc+m=d&a}}*y{KL<_w&C$p^S5GZW*4FT&N*n}M;u@7q|sQ<SZg`)G01B>rVoC?yL_
z8Beg(sk1#lm{hB)r>YVc(u$AQ2Nd_SNk>G}j+c_nGiz`#dWw*SYAYVBuS0Exgd`fp
z6@(>jsmDQeSnjBhFk})89{&KT1RaC{_5=WRZZ{heV5_mla5LY&L~x5tylcqP^sai_
zOpbAPQ(ISBq^_>2qOC|nO*X2UhhHtU%Sd6A1v=u2TWN+`Wwz1+TWPkMNC-kwEv6s=
zk&_dE56t<<#^=EtKp2VfBNHQj!*3H41~a%x+aQ?l9b1w=O`<R{93V2LTc|hCSW|Gl
z4gBI$Amr^i$Rla_IKladz#;q}j@kXh&JXM(zYrwI@AvWn#Nv074F3R|INb$E{b4=C
zfDZAn$;5Ww5{Dmk%_=A_kr@hSOsROEj?=vP@?=55_?^s2l|O0w&OyP%=RNls+=IkA
zv56aai0!_>_5<!n2Zb|<*q+4hPmP3PWFG_#&>5X<DO>6{SCuoRqH;UNHaNk+C*u+1
z$(&CPOc?G}un;i@58ug+vUcK`Fk`V8B7WNf2aJ!?aRlZ^+XpakFko-yd*>0t01MLf
z7V)O-bG1n{Hl}&IR-wJv)T3&+)X@i|Jjxf<O!7$C>SqG!ojVkl8c{?7g#rQNK5zPV
z@S0X{wid1LAzd{Wojw-TTgdj+(qE#feN=9~r%GLZsP(wC1vJ}9DoT-}$Q{W&=Mk|u
ziSM^y4n!UloF5>J?VQdh5!!GEefXh73T8JOk8WNRi9k(2p|$Hun^Lp_zqHhd-Numq
zCgb1PYposiv?vxS9d(;+<>YjrsZCpI9V&1(w>^{4;c>?j>e^*&fVJwClvS4ZjWu;O
zMI}lmTBvDlIe<V{ONmN~Oc+vSBtZm>@n#fKpron_R1|`eQc^(#6sa&$M0`Pm^Tye4
z)|XmV9-_E4MSY>DS{#0w^GMxes#;Q({nqQ21$$1Vq@|Xf6$<uJKy3gdLdS-DM+;|e
zWSAO?Tpknv)``s4o?u?JI>rp0i9geS9LJSTg%T=P%1ubFkShtBIp!Xt+#8$32%(gU
zBKLh~n{7sp4RigXlA9e?o1>f|6y~O%f8qQ1e!q|R=lyxTo=?2xk17A|G(PDsH-o2O
z5^iq?41Vx+e&IVZ__1gdS*2E1ZKWZPS6okDL`wM1PG!3WwQqx8)Yx=d;9!}2Scw=c
zfu#UM-29y>Cmuq**c;_pD!4TIOHg<CVZFhd%*%mSfl6T9PNBEVX<J(qrsJx`jdJ<p
z{AwMCm)w8P9kciFX6w0ku*5eExS@W86Zg%(?OmbzT|0X^bt3*I*MEk{sV7HTuEd=^
zk{U0$^7<Qpk6DUbqv-2n#m_!jjNd(Va{Jz_)oSoY!CA4t*OIu7(q&2XXI4&!W4x@z
zQi|d5PHw_Eug7wMxYXR&>Z7@`$I@>l)!Ya#IxlxYI$>q5<<sUl<K27wmwEI|M_MIj
z#3{9<=<C`XURonQl<0?6aGgFODifQ6x_(;P^1q*Ft8KLXqOhnH8(7hgYaN!BQz0Lu
z9(t)?K0y5As!V@A9T69G&f05CaxV#+l-aN9V!=7O1P!Qf0xf03-~`u4Bt+#PR8wEI
z%|pRl#+>h}vBkz$i}{QxUGTf{E6~u^+r=>Z0V=HlQTA}qu9A+yS&fw6v46T~aYFDE
zS9v*(6TCVgyA+UmIY#xFcB8?!k%SwT7T<ns<|I5lVQ}`DK4v3}9b9GMAT9(l@rT$n
zT=HSmQnQSVB7PLZaEj*H!WnVigpe;T{l?}WqlF2_s}lI504A9VVN0%n1*u&Yya&zo
z9rDygf|@3D^;X6k#U<0I#)}}I0URviv`N24I|hrAPkB0{f79hbv}6iTevaCYU_|?O
zX7fTkFR^H?-47MM3;S~O3{A)$y)wxlH=AV4l+7rE0<1=eSl!qb3<kXu_xBDU!$vqW
zE$yxRX)!;G;aBOL1|aS02Gep$Q!i{m?rbm7J`t@_bIsV?_3(sXRDS$uI>G#w{#+mO
z*xSvOY487%1qZDDaaH+xzrDP2AwB2I<1E_ZVvk^7A){mzX1Qn!Rg~9G6$Nm3#SPo?
z9g9grr4ukvlf4*agi85-auh=#NF9Pkc@#DTpO)Mg#92&!X|Q!)mYH!F#b;#?y|_&S
z3jV(RLi$BKjr!8r*<4y$q3-#G^I!O-z1p@@v<nbv-raKQ7dngIafK~S1-G1wy6gRs
zWDq0qQTVA?`X?k>QIWXOx(Mo!QEyrrKP^7@MSA<|iM!r8Pc8HYcBi>7OK<K=7j_AL
zI=dyS_P3?rw_mV++nvhu?SZMgT?71u(?5c*cH};5bW(Y;c5#4w{)WX?w}hPdG$Kv9
zi<5kMpzC0NPIP5lDnjR(UJ;vj`bwM8+Vi3x%NHG`x<cB&@cp@e*aNjX4|7d)FHms9
znNYHCYt~!qu+0CCe!Qgf@z|1%n$C}ft+#Ws#%cUP{pp3Pcef|GUbCXC4rk1Fqg;m~
zsL^9x!M6mg3!gndS(D~Pj=J_OC0uMinz#Rv5GHKuajK#C%RkaTeiS5hd73@aJ~<w|
zs`o{`Sf{|xKvG-nnRu<%x36i|_m6!0@#D{xTQ?1>V{0z_eb;8I?IyC)c0T}J?dA4V
zBo~o;`Et&)52HUmUA`c9CFZo@B>(U5w0n|2KCX=Z6|?f?I&tHKMd4GuyW(#XUMC;L
zElr;K`Yi3#lIS}r@r0j84l&_Em^C{f61`~a95U`3n;+ZA?IoJLwZwkT-B9@Vug>|o
zD>_fr#Nr;RU7-iH-P?a3{ZUNvF8?1X@xFVf^rG8yE;O9tnMdDBh4?CXoB_W=&FCEt
z(OoCS-=8y(i<NpMhmYbv|E>FS9AC&Y>Hj8Pr(cpT$kBU#GkC}Q(xtw%;B($NuTRe2
zh+!M$90YE3o#IJ64?S{B9Og!VG8=m`%dKz7>UE7r?U$)@bDzHr${xc8^L<!++Y*l|
z9dX2rJU>s5myDOOF;6Kmx)Ei1+92jWV*Fb8r_HXfKhrO->Hk;s_rufh{UdU>uTimg
zVA1p=(vT6I`N&_YU$ct*7kc5`stnTO_X_h+{qJ?)vN&CPUdS1gqN0^yYsB>N(_lft
zlFB@eoN7?dwN1>G4|E;L(d*V^8$qz{*rNh<tD!}EJV?f?)X2igHE}9YR#xkT^bhfm
z-4~iBS|X%*>eo3!$P=)fNHq1VrWGx@x$(-^Z?-x%=8|T%=fxmJq2ot3_pSwESdbmK
zYUWMtDR{b_SWyvlX#8}D1-#jG__*Rjuw%A7fo*PK!{ejexX|;SCoC`bvW?`4Ze7%b
z1sr(UrI7`9^=Zn(q$$EAPak)%??Gklyr_`rh!1_P07(0A{UV%D=CZ>SB^xm7KaANC
zkd^X{Hm5M&diE?9#2$N&oFCj)ko@7usPdElDDw+1&~Hd#C1`o`U_xS%iGsZ3iFx5&
zhBdnF#Z!A*%kq@+(zf)GNmk;cwx!c^mB&pLOoHJ&tn7-*6Sqm1Ur*IqJTI=ftTRDA
zeNOL)x};GHe9YA*ZY^|K7|gEPUFM>RpItu*fQFWmgm=;eGb$^Do*pT9^tm~Q;<LHW
zo_*Iqr7Jv${j?NXPpAN31Zu?*SZevxqa%sfGfA1!BrbHXV!s{+C7O=q;Log1=8_kV
z-~JCU?nIfgU%ADW<|7G|)2Q_H%!^|3w%|<kDT7XQ^`C(hmR{VWCfpF@eI_pq;>IoZ
z7_WHm9LS+NqwyST=<^xhAJd21Yo!P!&m^8eF2@VtpVxH5EJ+O3H%YK-rVV(~jem3k
zvXdfk+Kft7EG&=v0e&6alVG7>-xr+Q<j?C808DQ7k1TzmsJ|oB07(-#q7r4l0KFq>
zIb&7JGP969cUmNv=T26dV0;NqhUb|4xe5iaL+!H^ySP)5-IF4#bAmh*w_BSfnH{8o
z@6U+44T>aPY|0Px!m+4OdC&z5aT#%WWQNw$!^{UHt}xUhxJ%IfagE%v-{ZlBvtjBd
z2Lt1--q0#O|8~Gn>aqBzQ<7G<T(?rxcKEhMW8D&-iAhPGC@YHkeBurR6RJt9lMT_?
zlGBMh;U%kn@)p~x*}&KG<5C0c?UMwlC&;^UErX9);i(hHR;DjM7ZW#8YuTUrbXtnc
zci-!y{LA;B-ja5tqQl=%NqzQr6Z-DwrWV$ytDWb%l)hH@oNd7O$G|#4=i6R)>L(uZ
z=;buMuTrwIQOG9)(|;2F-1~v_v_{mBEp8=zy_B&C(x9mjgtJa69m!?-DSw9)EDHP=
z7k=wj;g7!53k56f$bqoIx2eaT_;GU&7~c?ljBTI)VI8q`Y3)+d%MPen-{q5{0>+}R
zB|pt^xA9m^a+tNpsCfm+CgHq@IV7J~$PeS(8%D_;H-k5eZwsg$>q|H}6=*JNFcfm`
z<oVx5UBTD*Jk7;_Ec1m(Kfe3L`k7o{dam5#{Z|F)oz>y)F-JhV1WUr*A)dFjGs`*G
z?j9PdQU#7}4SZAIzKeVeKD*zAq_w2K=K68@>+W$m@n`C@QLnq7dKaI#f7esSnd^RW
z+gi<+sjn$oH^Pk^8@AGpU{F=wLDE6!&sN00qG8W3-8h>t_)zP&B%jm)tk3(uZ$_6B
zzTDor#-H<C@5+mT`{9KxpK=bG<UU>tf36;HW&G!qXz?@d7xLkYc3(P+mPK)u=7joZ
z(tC%O8MK-&C$t7V{bEJM|LU))U9+0ruQ{R@F1hsMZGwSCZjO$C)YCpZSGU}g#{*lJ
zM-v94QwGK*X<-9V3$RSw1@RwW4UzvH(czj7E07p6s*ik`SV}k8m(i=Py^4>o{~lc<
zox&b7m=p-1pZjo1M)BPJQOnB%K8F5Z{&;`sunx{m<}H8RE$8)YG$;Le0e3;FO!Kp2
z4<+g68=pT6y;0goT2KYX9fvF1Vl$23Y%B{YcWuVs4;0oq!PjxbR%&m#jOQIPMV%ad
zm!i0%_~WQY839uncs)6d;+L{;&zLLo>MaHJ@yB#Zo!(dRKiUISvzTe`C&9rWkdxzr
z^C2&S5FJeYtgaMImA%0>2h$HpqE^$qUz2@Z#Xrf=3$brIJ$n!f@)b66dkDS%jD%(G
zI?hO^yUPY}r{vsu`rtazksZJg)L}Gh8RL#|rJ2S(EsqSwE@$mqcwzDWbxsyefQ(zc
z{iP$Lo~5O{w>u~)<U$`~B_K|@diPV&2O0O6m}@MnIfsf+xtqCOqjiQD$S}u>Jn6Qh
zyK|;+gkv>!x0!yyo-v6QT$Xulm*L=FVdpn*v;6lxbXFqutb<<Edzxd)2dL-z{$<Ux
zT6XkaOC0{y^B3pX{=tDnNiBiQ7dPVrDZBX)6X$urz7Rfe9r7ivDULM`k1IQD8LXH3
zn^IYnyq_*+P|)%%iW5%!8nD9Q4sHT+aX7|S+WpJK?=Js85y;((zxzg~g1+ARK&?4@
z@$!SFCl<M8Kw__A7<5(|D-(Ua{=3NqQ0W)?wh5(OjvBP#>vg3ATXg4xTO<S;*nbE|
z1`2e#yHZsw>s?h|O2D>pe*5RG3L9ibA%a<P`G2X#I(mG6f-hf@KHRiTiGk$WR_}c~
z$IpJkEqn9WSw6jn$aSTDk!Gj_W~Sqp=F7syVOyphhiS{M%9zIm5{K4MNRs7@{xvE&
z$t392_-Vw{-5wCwpMrW!b6UE+Z>m2z481cW4y3;$&I-b4;Lf(*J`7RZenkPB2Jxs}
zOV~Un1L&T@-`_9&STkW^CG;9-rGKp?VcRiFU(vLmq~%(eC9SXc!!E$sr2jqhPPLb{
zNnxko!_^+lOkwuj|9G-c{`!3#{_*iQmUzT103GBMbY!{r*`Oy`BNa1qnxQJSD4)Cl
zm6GzXACq^9%}_H3AsYJX>=7k0ouOrfQk)MqJvV1DHIMxKWKpYk|K%)Z<dp(4tQlR4
z0~uQF!jbso+T^O-|Hz84G2Yv>-;J+aP^W{>0AAT_gHPN&b@SLV-w^+Emia`>VdhBd
zu#2M+swnDZ5in-wRUVj@A1yRl37LL@ae%ufyJn>i#VsQ36dDpmH`9Ir%p?L<v8&E=
zK}DT4r_Y)e7@kkb4zo|latlt#MctBs$&6S8r}Yv-<3uAA`4zhrIL#j3dhW>s+L}u0
ziqrJUPF(mO0Kg5_pThcT^4#ZBV@8Q!rexByLUU_|3VMXn<uP7F&s%X^Kp-mMM^kO1
z84Zh7?_20c*BCrNCa~YZC!~aKZ?AtQ+SvN`+6xqgB$}k&n|vQ0tsh0t3o=>cHNmX2
z91qIqTFUBC&Cd0^#-WzVYz8YXvFs)NMYBs#V3YgqsWZg)#x@Q>d5^(%g;r$9jL5Dj
zo0Hs%Tr4MOYNjRbF~SO{88cdml#QIm>!bdG^{74>jEC!Dg%F=|#!bNtoPr%PI_W^X
zV0O-`5%!PkjtIB?y#AHme_S?BL^~8iBx?m7Ti*}`SJl1O9nfa)l6&!tN0ZHRA+^8G
z#C+e*QuO&-y26I2$vke`jub0*Y0xX!;_}%TU&sUJW@{CIACK#rMdX79Zu18WtD0-B
z!B&*-4-3oDXHEu=7ZIdb-IjJ|a|=4qz5bn!6KIltoyz5mZ!6*v^*y;|AK2y|VJ|Rv
zNLZK=`U!(}D9w6HkBoJi$L|nS%Bjp=$8s7Ie_Tc=D}N@j=}l(Yym<u#f-k8?dsgKJ
z07^%|WogpEU)?yIBmFDj$d4ksg^^UO>jH+Dkp+*6H^p~)dFC<AMqu*_%8|YdpE^4&
z;Rf+g8aoeaGN8MEryzpSSVcwWJN-O7>}`dWl#)Woy<f+G>rU`Uc63c5$Q8j5;j&{m
zkl@;)oHkl`DTV>8CJ&9csQ_y{5bKq0^d*Pmc4m&8{sr#zacl$|*f(JN2t&x!$|Fko
z*1=sJ%<Hw9#}CtgDl_}{<SStgZO@pMB&{f~&#zA7plG3Lav~Nl9*f4IffoH*zgP2e
ze8Zb!dEVEDG>OXW*W)aeL8^!knTMv)@+Q+`MGqQMH4UZLZoxe=WBJw-o_L2_*gaUy
zOmJU<S@sC5MbpaTjwYP8yI%^hHjR#JIwEeHqNa9K^6c9!?$ueN3tdtBo{=ZoA}vUd
zmS^nxp!$6?i)_11zxnk{lBuq5VLpPq$Ot8tH@nLhd6p&5Tkeaa)Mw+WGWHRgCK<^$
z*2W)&U~^e=X^w|=b;g-0G-+fU7W&6Q6hOEGU;IYI!@5$iY2;iJt%bO$pH^Aaj8eRx
zc(8)gqy5`4H{4zf7iDjEeHDE!Mqp;{jWxhUM1?8LywyRkc7GE>{SR99#re>KvReG&
zqbjV=2q7>Lx$UFj<a^%!!XY-v)k*EeeH!gsz_(`|!J6H-#qJi#f6DmX%L@XeV0{2G
z5EM`FpK=*Rl)s6jklTpX<CcXPtPCWxAj6J$s~FS?jj?^@k(K)$Aj@5+bSM9A4WK~Y
zM=^L&@|@Ahig0m#cr&dkZ9cHH3EZ^phN&*YRz7%OBPiH!Vx?75Dw!N_J|4ApQd6g?
zpAWUFnmwM^l#4H<x1`T_Dh!uuKq^_0%)R3jA2KBr3wA*WFS$NEyZZpso;b1iCUnM9
z5`E|%3bLYzyrHkCH%0XnxxkY>be_yYXE7f!%gjP!GayE+`h6X90uPB<G5S1gtxP~r
za9`$?LzzmMUO(}=Ji2)N%S$1S98Kuqw`=Y;%G}GI-BjBS2w=K3HeQ>kfGOuaI}%hn
ztFZ8`s-BIscZ{|UCDCbZv_5(b_A5AYC*>W6Ah`3`Z7^`gzUR+9y}Pux{Q?~i56|^?
z*ad;*LSz~@LiMVbUkfnG{2`a1Fc+xE%um*RSxx5titZ);jDC!R&&>tBBR)ZqIK%@0
zDC{LwDAhu9?TY)(UAoqcV%=S)>^z_hfY1&XdEcZh0D$1ZuH_ZnH5G!XH_`F}*22ZW
z@zT$U^LSW<Uez+iw|g10S@By~H_6nqPWTeMs?;ff^x6%vF>Oa}VVIg^W}emR<U1)2
zKCd`M=as9j4_7Bj+5O7jZ?|<3i(a_vXrtWmavbAilCh#`^AZjl<w6g<$_=EjEATKy
zpV<PZhzR4wkb=FG^_2mBONvVV-KO3F6fZzi6S~|9h2oVx*u2U?!+Gy_bsl<hOp(|F
zHLP+*sETN7+1k1(+JV*nYJ}JmALZc}yClx;JMW>nk>?0JXP<*=V7@lD?DbNJC?9SL
zXQ-+vQiX+&iU)7YT_M^}W>}~V2fs@{D}buej#C)1-}w%<>6?P5EIXEtw~e#;iN^9W
z{)h%D>*;sUi5}}-L^OFSu);xkAdWI-Kgyvo!R;0{Md`<c@uCRW^XCew(nX^#0{oAq
z{NKsmlobCfIcq-g?xEuKjLZj?dRCoFl_p6Ps#suo3O~f2$NbVKq03wrlEI@AW~*j@
zK2@%N9K;{Q%;(V~(bgLUtG>yM`>mq--;uv|10c#sJ-@nk%zTn?(?vj%JxZu!#Qg(4
z$F)D&qw(u{;FSY<V;}?aIqJrAdIiiXywd9|@fGmC0_=2dMy9f|m;cR)$epYY=j)Z~
zb-&20+G@(bXqHP*3Fe6)H<$k$xR}pZA){pDv#FJDEZMT$`Jf(gz5JQUEdNi!qdhHu
z`1W|$q*M^SK~ZlYt)A7SHJ*PD@52(e+HH8b%sg4O<DS^6B}qd<sQm*=X2I{vog8e*
zP9otDr_%P9T0{=_R{T!vVVe4RG&WDHZpKVXV>yel)0*tf{Iy9MAT^Kh`5N~5YAok8
zFh|$-4gW;7l@ppq2}wc@?`_!iJ5>&q%#j<64u&f=pzEp*^s$enUfFN^|H_}vU{Zy{
zQ*Y>|ajNHq?c;p(z2hF1fO#ITv-64)4`b9Sb7tjMp^+wYpV|2t8_`xH<k{mg1UEOB
z2c~MMLCHjm!KA}_+9w?~;J!%aOe+SD`$i#I!xeYX-&T6cD-*X-zwc>Ey|r$sj6G8f
z1FKWzKZ|t!wbbMP<OA<Z-wLet1^+?~{QYF`US&#N@dCf7w9>nRZS5}US??JU`+`mM
ztD$&c0)|mbgD$qEkm^RYxJrXsqLm_y$lqj34em#}@2Q?2TyZOyUH8B@4Z~)fc2j5p
zEJ`wbd@1WMwwgXlrfa!s{tR_wFYQ{=o1C6tnl(cj*a(Ibyji>n<piHX)qM*fz)}CW
z?uk*>WqO04ZX+{6lcG_PGxM8SnoowQp%jAU_=<z$PCu$dlSAph-*T%8VgpxdtED*+
zG#hM79b09menV-&WfZEtlig4q(B=2Vsg>TOGlR<^kDeDvWH%+1Rk5lLQ-O(5PB-Q?
ze49-z-eYTYtO_+BRD%*YRCZ83jzIJ+OXdJQ38uWtqC$chE3V+g!Qudql4|F?_Kdym
zInMjEownVc0f(wtousOf{Z_oVL9=OX+TRd|J5{80QiJL6Av%IHcx|Y^dz$7Z?*`z3
zLryZHbl8<ANmLpyfqe63`h}Zds?|?0t+w`Cmbk8cxnh{RH%_I|56=3o-;Kx=)UFi+
z4^<WGKb>q0K^Po}Y9;t7VrJd4LvPNU0_4kBlt6@e0QPsX@6^Y|oek-FZ|&yRuzqz>
zHLv9t&8@gLgqEJ|6p?y=xP?qtB104c);}}t_L1?`+Q8*pItPLzkKOk<dy)14UtPY_
zlL%l(l^a^>o*v-yatw*eYxy*rgsM&cdeA-sd2<LkJKAt9lYmOfAETDFWp&?4R1`&M
z4}YI`$C7D>mK72E&*}j?zKMw!zWn%YW&BRRZrt<Oz{9XhaxYKoti64#kS<|Jy`3{f
zbMEw!nH?=Mfvdj*s>!c+j0OXObK#r!OR6b6_{6MwvT&Ud>D-GW9YO+Jdo~tFvyRca
ztPDi<PaQ}c5Dic9D$NI3JvuWohtW$~%dv(NAGSseifg0gaU|t?uiD4_k>p;0W^!sX
zYr8O{0Y`|g1~4E*js|A~=mXuE$Bvf-qck0&J@;&@uDsMAU-=3w{#j!hSx#eQ?fWJp
zzo`lrf`Y2B&0zQImh(ba`<+4}_bB;E=jlgSx)6XKLSJ2rk`=HRP$eX|QGG43<p{UF
zncR(I(}-i?dVjTsrU*d9Riv`tsul|{Qfsz~KAkC_uEy0ZAp3Zd_4{{AoBZtcahW$I
zjnlm==GEtdAH%b6vJ)V0@gI3Nqkp&>pSc6EL!{&@1>E=vzN2;S{le3*6JxJS#sgB1
z*^i`hT(_R@xUCQV8l+jHRianl7cr}R*g8K=ynXkB8pi^4OQ>awn4+dS+;5a{XiYS>
z?od{#9Uz2~+16f|8B-t(5okgqT}1web7jSVf-jsuv#ox#<@YnK-2-mliQ#W{G$pEp
z!$(b*^4VE<MG-A!rpTre9AAlKk85URXgK1V<4ePP7NJ5P@gLXL5Hmq)Rf4_2NorA^
zNpv*O0VL#gI=s||<zRW);SSy2!XIB;VqpvBl1m2EO>DQ%chFoau8XvLtS(GM^OU#g
z_%Iukxr184ABLhaDs-}Fzj)6y8ya+#fO@FHKnFEg0MLzO#v0jhRcSTKU@N%j+k;i-
z7CMc6Jz-D(thItkV2OncQ}!5DP)zCOK;ZR>;UR<s`eoQ6SpXbx|G~Tdo4ttN{f1H+
z3o~hgsSbMfS{T47fZl?F^w2FZ*E{q4%IEY~H*JjU0uoGKgPnNJE4X@>Kf7w~V)0RO
zgFkybYx^HpzdJaDzlg=1#e`b)#5jmPV@9^+P2I<M_5^O^1#sqA<Wb~$c=O<&0C6AX
z@wL69-$R7+5hj{URSY^<g)m!f6WKb;D-O=1QsNr5@BTDZ?|!J}cceZ;MuUvKv>5X?
zO?arvj_0ZFe43?Hb_8sTav&*&ooTC`-bkDqV=;P`AGAh9x%~>OKgcl6w#(-v=7Yvv
zh$dkg_Fy|`<zWjTzuEECQcshO-L)dzXATj*w*78bXX>p%)s$!l7OjWQ8Y#9+&s9m?
z63i+}k0?nsa@)HJ2iWky(eE3IGf$&Fq>YQM*AJmeCVh{}%5)wv=MN+%yc}EMIYd|S
zfbqBocM_avX1dWvI}S{V{B4Ea7^lcEGZmem?~8_kvwm9XdkUvUI)=-Zvp|lAY-*?-
zj-iXMeQtlu(T-L&l6T(JDvi}+cF8U>b58l9JWSt^0CB8NThC^4&JFbqIXnB0;Z;Jj
z{Rr$f*`e7IWDOx+R5NRiw|is>C9^624IzZ;r*9DsiF7-$IoV@!7|nR}?dD246I03U
z3{`@Q&2Y$Q!LMPI#R!U8P~?<<{g6UWc-4da=$S=L@n~@eyG+53GGf)hP6Ow1Nwoap
zy@;^E8#*ovDnFs`iIG*bs@B^97*xB82Wa@SU4vKCIAJL-W-)+15=mAOj7;l%SVJAX
zP8wOrM}5o+pu)QH2lw)xl*tL)ExU2KykEBi{jN0E5nY^pNVAvOfZin}5qzt{lMyNj
zN+4sbSLTwO_XWixpF~jgZ8-Yr3G<u?Y<Cq^|0<s@m8}w3f6gdSKvdFg$LYYf_-AIR
z{<R(J=|K$*RkiI*0$i1~`q77;XXfnkJ3FyCrpzJn7k=y>;UJ?vk5?PZf_@YhWT|K?
zmjB}tYh)|Tqd?oJB(<*8NU1-Lv&U(Fsv2UH!ukB2mm&r7etK|j<0;>IoqFRnn+rK^
zndqkBiM-Zbke$=QJzS12)5#AxyJQqqdZr{Y4L68F`4JC;PPb?GPDcYndg&f2_1fwY
z=LeK^aO<0@D70)1$yswn84>Qso&m*;fjr?K?aX&H*2wv;LAO3<<;|f8ZSY-^Z~0?A
zOQjb3b-ArU*n!hdc*VNHBLAI5iKrdJ5e5kCv3|U2(~~AhQF*&afksZTJX?E1@(NVi
zU2sc2PEN*z^?=C8KhL0u_e~63kPZjy>4UxD#y#|KUKTwd#5!U5yS#3-PS(?&%+4vN
zxCL9ir@20Sw&j<vq9A>BBYiCXv8=M5=IcJn?g}2(@!j8WQF>T{U~i02<Q?5<R<IHL
zO6S+~Q=9t|R*?R7W8dKM@}OcnUo50$aeALtyw^A_i*JAAJ0zgE9Y<+345-!JnGn=i
zCx2OPNL0%Fxml%RXQQ;`a6G`?L8v}}qGJMBg{M!%cHVpQ2R$2fyVV6&ZKFlWf2Y8i
zC5Br?D%Rg_o>_ysG6<Rmm0l*o_}^Bn<pu;WfZAmV9<f<Gen{T4i$Rf54u=oWo(<YJ
zh{SRdO8;?jT><W8PQR0nP_5ox!>A@Q&(KsBpg?1^{JLJ|MW9c#Jd;&5_8w_Z;%HNv
z8JtCEHE6!~5tyiFYwXy3Mq5b}vb&+qcFB@Me+ZP~$<6tU8KI(wZ&5F2=4RVhm*2+7
z3TgBjf8j~%MSuQ%b*R4lb~&17@pZO2zSzBk%SMJ9X5lQ!1vVu>QVUP@kgf<7Ozf$&
z#;(d}q1U9S6B@*R4`rq+BX?K)-L7Z9Pg%FILrBZ0qE$-RR-h--*iw<OM0xA75?WT3
zz{eWeH%Hu_-|~-96#KNURGl(FsDtW^b@!slO!R_|aRmu1uYoQ~?M>>5n~$m)9vj+!
z`91bt79($f^%>;_8gjH78z;f}AC2t55wZ7T<FluP`mCMzie}}oG4M65u}7SleuPV(
z=oJ~biikwsL}|r3kQHKW7}z?_rv7HvGtNM6jFWWp8`QAhn<thiAUu92$s-I;fE6dN
zI2Al)#$-p|4Y`t9FkDH?EciMcekLSuYWHd|wgm>)+rZVZHQ$hXWxgj;(jWS=Eh-e`
z7cw2kggTOcF;KN_aYa?n#w-7P?=Bi@db1Hg%88Mn_ws7hYb#EFy}MomNtym#5qfnR
zNd5^cx77OO65eu5!~eyPlB^AJAGl=xg*yAZqXIA+3n6JYaDmtG$`>!IovY+E?z;hl
zW)kmJpZw#BEo>0?>O&&IV>(Zhe7jUg0q-D1JBlI@2;knKK(w~(A6IB230@6lwROAr
zQ@}Rk7rpVNB*>Ew!z}H>%|fXP&Ost|XNOZ7db`jXr|cM2NV9|;WQpRUwhE1~6%99F
zFkyyI1jM3YNSEOdM5F3v3%#PY<j$RFq&AG9%9;)#B+xPqQh?T&b!GiP0-ZUgfK@>W
z3ONCy5SzBH$|%PGPzRoE>I4OvJgoG@mt|#ceuI6<3$|D`ycR29=n#{+ue638#>CxA
zX?PSuhsw6$M(7m6-6j{j1ZK8cRk?u3(98?l;-Ca7@)}`4AzsZh`0^^x!wnCs$2~i1
zKBPF?Gw4jG%=C>p_UBo&J1pDjbsrjgmr}@j*oX_W=dJ|G%VhOhuulWB@Jm9l!psWX
z{j1UfT6Q+4xFF@uDS+x+a-4qbp>gT?@SLIHAtKqzk@YG<AHi|y5oIc`?{{WH9>vkT
zMo0|Z6YaLE__mp-*ex&SnM6*k3S2>_Fakb-0*p0}Dg>#b$q1707fSe+cVy+db*~jP
z^4-h?A%9M7eL0swxmotTSNsC}UdagM+FVSVt(#pGl*P6{G^%`?LXr2iwulh<j9u%|
zigQb*yokxfy8a?yq&&xZK`Lu!Ex#pedK^8=ucC8*CJM6a;Nnr6r+;InwrBi()qxDi
zDHPMVuI3Xgv{>PrzzS7cZfqFJi;UO)mV7rxz`aptt?$hhg<spCu$h<D49d~$JYAjT
zV4HCbgB&_b3$6Lax9XKmKD3)$<q$aB?t~yQY-?wHgxZ!D#?g@pSxSxZ54Mgaizfa|
zcm9FMoV2@?k5{k#n%^lnMFeGu$hEkF>Mz*11vXwr0l-zl>Uetn^=rGQjW{6Tllaq@
z1uSNq=c+rJ8F~h}n%cLTqIwNX{H+}dMmX{VFJ|Uc){Clz95=5wh=?qK6IoGbgwDFd
zsx`C2I6~JTCR&F|dVM%XgGunYhCB=1xw23^Jc0877JMR5Z|~1!B43U$<J~k*(K1$s
z+;tI|;fXt1NWsj!81klXCE1Zdb;QK8eI{q01Fgn@RkC^bxUxFrdJTpncNnJ^;JfSJ
z@7tTT59)4rj=W$IK!HPebl1$BN}3viY8D~hw(yrr_DT<4E`^5`91Ne)7uQp8-Hd!=
zqD;4^?t@}8y5^r-!Bs3DVVS~dK{<4{K4{qUnauHzZi^!uzbV>a8Wb4{qR+!M!0yVC
z#6qA8vewOmh^GvHSQ^}tsy{m>(cnOOF`}USVxxf%#;ZOSR^)QRGo&RVs996xg_`8c
zw1!r3ftfNuuVp;W3<j5eYJmXyz*%xlS{A3dee4x=j>{*93JdmieFA|r9i(0sRTb_y
zrR!VLHKzEmidPC7&I$4zW{S0sh24(6x#Q1K{pI)f?D}qZkZ}wlv_E}#HgkQrcS#wK
zZ*^cr<YMaQc1uSiVtuTNn|={(y&3hDIF!h05qhy-yl<R?x<dlVh`#~M^WK{2pl5hT
zOB@_^>*t)FU$Y1?D>%UVw`vCHBan?w^GNfM^z_h8cI)a>yQYU9;35PxJBM{`+rqOQ
z0xiKGP5bzSKqeCs@FyrqivcmRk)6{c1?$ZV9{FvBRSYc&Pu0xG)IyzuUy(O+_vMgn
z=w5yDLcp)}&A)p4N<7BZJEk|5#_QM-uPh<}ZoHjq(Zx&ly^Y?<va7*vGRQu4HTeW`
z=Cw7rW$mm;FsMOB>%w@ru}sKWLSSKhV4i2nl*JkFiH`pS8!E5EOibk@Lr%nHCIRi{
z&vdCo1K`i+`;$NwfstqOHceMUTpe5#7R4G}5ZYc3XJ*@it+hSwmtRymU$Yn$!VqfE
z1GT-ZO>A;{Lp)>N;t;+_pOD%QT^Ix#<fu#}erDRU0{2+e)W}EKITZX)EM6&aw5^Fr
zTr9(9_wM@q+~EPqci@AxtMY|DE;{I~Fm^Q+P{HhX7XP?j`%D-gh=^oUv8t`y0TTCr
z9m1TM!uf-^tnc(l%!FwSb5j`<T@r3HG(Ud$Qb9s&SOn#PI#0d;SCL^a8UmVA)9h-+
z`7)C}!$0|bVYetIdprNvz|{OKV{tH7cc(MFWGL|idr{MemaXgi&Jt2TqYTz@!LBDA
zEaEGOTK81CD}(ckvLCTHK_eq$1dm2H8niAiw~M}ws=UG{-&quOHZ1!0J+nDeb4rGm
znoh)1wC1bd!*+Hz?d(wxluIQmpWZY_K1EcIaJ_gz@GN;}^Q*2z^4o|m_hJ|DQP&?1
z$6`NYPbb<jMBC+2$8Il3J+kGHSN{MOP{-soakaxMXSd2dCeDnBKL;)H8k!-m8+1DD
z%NS)9w~b%#EvrVxI|XE|Z0W}+9xmZtcHL^qu0$=TF~mL&?e$Yvz#huFM)O}ZFHq3=
zXdx73l9Inkqy6LJKcd+~fFC-FCU6>`m0MV2fZKh;Ev*MVA?bHv<B>3^i5FG)-~mj8
z59UgMAss1;$Smjri|Aru!_jrclSgrZz$)PHt0PFQ9Wv8uQejbH4AJgyD9+zmOndi!
z;Qk}z?yu#%nkDZ3C{X`GtCSCY)5;G#znD!^s|ZYl@4Lj(nL8q94zepR>PsgX{cyz9
z+CWttm6HC71lf+*1^K4Gl(`k_8|=_;ZRrKJdX{)%h>H0lCK^iIZbDuCf;sA#SzCTw
z+NQ8RldB^0y1?39sb(9=<04r2NR>lx%)R_(*T?_36gG355@W#>ImcCQP{_sXg6^ip
zNC~^Ls^!3oAk}h}Udk{`FXnxqD>7_1-ZYQed;^ceG|;MkKJ={mg~0`QJhp#=(Z$fG
z@P`nHGSV)HGI=GKm(%MXJgwE?7A*e)_vz->U<*Z{a@;vRxnGMp1z9s@ICs0nLE9&7
zW*Xa459q+~T(R~?!vSqdwy>QyKB!Arc-$&SS?UeC(a`jvA_%H)1W)~RW3s@;X9Bn#
z-2acOgIy4t@J^=*HyC|xMS1`9g0c{*X>~12Ffwx9awCUM7uHuc^`&m`YWM6Om&%LG
zn#1MOIU9xg7zH+s40r99x|shNB-Az&dAYa8JnTXDrw7hw=d*7;l9Px8!q)rr6o0~S
zmm_>`0kCes<o0_*EHRc0P{{xXbp0rbJVeLZk&J8kiS-VEKqe%OcQa@HqCxDr@z|ZW
z>%CvCEk-*rGwdgX_3_Vf`B{lHh{>)#PSnd921pVI?S)MNA3@vJY+VCm7pgeD^>rS>
z%_U=32#4&{$b}u#Lv?bm(#EL9@7(}=gz{}N4A+}PZYZ)-CW7iSby+-5<#7IYj3Gnu
zA+jw)j(XWQo8oPIF$J}&xw=gIYGX%_Ovo4@^lB?pTps@t`3ah7AL!A^uu(C_m+PW=
z8ub5hg}gh=83XEN3-`1u4qtN-L(3f{dk^`QOea9B%{oWp>_WhM)itf^-1<XtD7GF2
z>UWAl{ha=uOV3*J#Vj1!Cewi`U&f?JD7ma}w?YJ7cRb9%;c}-HVHvu8xfyT-FcKLJ
z3oD&-eHgE!5+{!8;)#0-cne!Po{3QTDVwFpQYZnyZ;Ehd%6k@1a`#sQVu+Qu<DK3c
znkTL=0(*!ju8T27{EU7PxdvJr?Y>`sXYaP0Rpo9Eg;jC1SPKDTV2&>u2i=)N;?RUf
zL(A;K_hr8%N@k$!42t{5Dorz0O%gQUt}Hdu%gMd|^CYu02v}LFt!w=woYf=!J%}eP
zm4|>3)C|Aa`f}WbH;QjJnz_Eeg>LVzHZv$|l^l;aU#1z|P6tVl8r&iZ-~_}@-CcE@
zMv_5cJ%fc)aL4Mttg~j4_8<v~y^OM_w`if9KB)W{p*;5a{-OKj_D>G)yc4bZ{XWoh
zc%#Z;2YxozlYpp4CBql<Dt=dggYlI#>wpt^Qa<zg_%-GML03^TH%Yi7nY--k`Yixs
z&`;{O;7g$`Ye_q9v$DRv;%UL?HeZ@egWe#}_CBETUZ<&wjD->4T7^tZjYp-CjDpoy
zp5szJ_v#IZAGy`g0b&+kk&uw6k&CxAPGZ|!oWA>O7T;VZX@QiC!zu09(4Ry!$xUVE
zP12X5tfpBiMK5HD+@P>v<IXFM&Jd`7#H@VR8P4!1*>|{46I-E@XRAb#vXnF!gC^s#
zBrSHIETs$`hW+J?{89W<q3ljTVRZxBnqlD5kT`7OzN8AM536N7X`^o-{7OmUE9MLR
zI?gJ>%4S%krel6Trsfnxe@Agg+Xeps2<vhVm3hGbVX=Ni#*#7x+zHvc_K!>GovlQf
z;W>9p{~%|P{^W=AqE)F3-799zcv$`Cwl~?VG|UJk5#b&0I9kuqM2v8N<_GC5_6|+a
zO;BgbaLXGR>QZ36J^Mo!R;^FH<<oSkl+KIpua<^-*XDz9a}tM_sXSRZN4|vFr=*Za
z#*6@oT3PkaAV9e2u?l5?IUt_LNJHWS(PE@5&#b`k<=o^_Uwdcb^Frc$n+vOnSh3w@
zf<-JX5Fb<q2{NO3#`CarbBqWodntS2I0@<+dmt56jz6456W_=dn|{WAC*AzMaOGMw
zawmWNuSdUG#MNp-=-6RZY`&Zna*bo*Tha*Ug&C>vGs=d+dE|f`zbzs(`oGZvvYloq
zMJJpH+&no#79PZkecn^xFbVvh-!u3z24(^JQr={n1$}70Zfg+EG#7HG*Q@Qy)BuDy
zl^qJwL{*^a7xO@BAZt@hCCdLWywyNJ)vzN!ck=fg*dB=P<*b`lZkyrp3a=)^d#e1!
z<*JBUo0^P;<n3@OWjXmXJ~S*JPio&2{%(_~7}*Ra2s7H+4q1``O|1^d9rz*Osq6H3
zf8z$*Ik>pED>be?0q~(?4j6d*+szAhm6WI~v`p`PW%D~>!lJ=nIueD|-`8_hpp`R!
z3xpYI9ygX-O)|!Kdm|(U4o(!u4^Y<MSuu%0Hk9J*-!QA-Rc>pydNWl;r9fQcXr&mP
z=DQj?`{7_r&9e^H>YQg*@yiK*F&n|C*L_*^axtnwe;@N<I5dCg9~ai6^A&yL4M%2?
z`S%1vdA`~2#`aX7xX$}Sa_mfO4U0&A=IgtP*H;brQ1!P`g&D2ni>0_D$oU{4iPDC7
z=&hMim)K`^3|p~S?S0qCH+!BdMOhJsJ;j!{zfB8g&d6d*(X(weGqofjE9@1J(e&69
z6_u5wZH$#CLZS;*{o#{uK*!G<MwU`3>|7i@uo;_cHf)G{b44!p)P!kJ$i)<cccBv%
z$*!!!ePLIQBfQ@X`&)}82PX>aX?Er?D1)~1%lDZL4l&X2re^d0+BGw1a787${u<3T
z+^A}8d;2Zo)vS}&?yn_Pf3b`QHygc2-=_T;HLyZ_VP#&5D++`14Q4w-#BF%q!_Ry>
zgUrXU0YmmFXRaT1p6?fy5ucIjjLa=6B)yf)w_tm=*AJc}4oZpIhMhSrOe}Ch^}6-7
zWPE$BW-`{*)~#AF?`2!O*k}v^N^?O9#(o6yjxTU0jpInXQlVMvV4iy|OP-8yTuIEl
zbzoyV0_}ptO!f-_>jjsOk<nLoK55~@+{`1;g108k`AFMl5WfYl?Dhog&yYngIvG88
za?)_V3%Ht{?O5djlW=|%Ys7Y{(y24^4l7z7i@`81nr*}0ucLa>ijrQvzORPPz4Hs-
z-^N6?yCFEFvwy=Uowm|qu3Y@bWfpjFrR{lyD`ZoVZS{gFToq{VthnCllWs>MRI>){
zf9>oZ&QL54bbH6!!TEP0!$Bzdxbj7aZxLO1LDXkt=GP@(wKqL`%;!4ae+Pemarz#%
z=Jb3PCg(x?i|nEhA%u9}9-ZR&qVXm5dju@}fhj13h);<V{xHea*28u6ZX(aIm}?-5
z6PS#~R<GAeq2ZGOTgVs@x4JorB#u;x#wJ?TxdCAqff+8KFfQ(rYs%X~R87EefT;2$
zZcG6w0^Y=FIHtDS1c*e7<Kl%#tuh|o&F=Yhhk8Lxop(0HZw;QcKboS-Hmt9qIqvBk
z#@7I=LhP&`F3F{II~Ei<>*WZ#8a9(p@vXCkDegvZ%-q+#Pa7EqyD5i`Od;ta$zS)6
z>vzmWG>%8x?<vaf>&M8o$G@yy_ZvKcVjs3i4@V42R-H2qy59d3hE;-d)G3;}R+Nf)
zS5e``d)XvgHk9nXz#{+SIuTjhA3_(@xQgn3;>>^`6)|C3pVQ`n*s+SoRHhEde*X+e
zB(s*yLlFss;l*H|@*H&aNw;?4M@~Jm(R!>=o~34(So79G<E`t-&lupq&CW-agFT+|
zD4elotu+R{eXsr0VZiK^&u46aZ?2BL4C$)bgHOD9X#o2;t*6AaJGfM7ZcGs+Qh?c(
z9c{TY$Sl~}b0!IwF(RG7u(_4&H%rY{ivThy{Kl`?I<0b*zt{*(EK($`ES0S%U*4pS
zMuggvvsW}wrCPqGyr`4LI-TA5WBR`BvlB|&;RL7o7XbnB63=E$mESlx_<x$uFWgu$
zeqT|gTeRByIqA-lGA>j*Dte>_zoWOSsUajt?+HtKrRTI27$fzM>(7(Xh{HdqIc)s#
z_ib94^Drr_9~gTe@Fn{!ZG3nS9+x_17>lMf+1fp7&<Q2$?Wu0HQik`W$CP^so{NEX
z?FaIsn~gg{Z3hzeT1$#uS65i2OBN3gX|iotXWeX_v_b6xGFzgG0+nB1Dyz<+XHd#8
zY@@tvNHDvQJ6y(Yv^aFl!s}w@mn&`=X~|dIBrGuFpIn3Z0{9Soxn0vYHgc7+3$kR$
zQ4LOG{aCMN<*Ouati2#FnycC^O&}~WLG&s>_JwHP(^GBUuW8CxUR|uvn=8}9P9C|_
z%2#C!L28oWuf*xr+QjoH@<LcW+Led)aujorGdgMra{k;?($a$~MCIAcm<|8!QfWOG
znLXQ%jq!=Z4n1iN+wFF@&6}#`fK{^a#$LYP`jtUZlWAm3A#0jSW1O78mh9j+E(eT7
zrt&h_*{<{2rNy?fug0)L?HWxMi)UOyv{w39;*LLO!j+UfW;0_I@axe7ocA1=c~*ec
zD-==3>`5iDmU#_xShK^C19(n=@!~RJCB8G@F(;+So;|Zx-AAr8<m>h3El@yY>&5Oi
zf0u|tmj$+wN2t*9luM;1zvlXvOe%BNq1R>YXm^k)>Oxqd7J{#-^f#F&bV&D&Pub*n
z3O*JHUgA?_U9pPd^W#G?t!~z<8LGYN1O8P0sjS6b;K@TU-NGJxp<|qLd9TLz5t_kw
zYyefAQCCgxJUfa5Jad7<vf}Ec9h+}YiI+5~Z#{?v&t#Vbxv<_i(<0NW7(#Eyqs@0>
z@s96ilipeDxuR(vuIOc!$Tn74{1EUO_Y;UFq{d=m=s{=7f>Gfj0K8IRP?6zl)XQwQ
zwJ4h%%=84B7crktHN3S<Uw&jX77<1~UaEP)l4kJv^Ai7_!I)`zp-{M}4{J717mR5u
z>JD;H>`{=HC<}~WOBZeJa(vb5#d2PMJpX!XnBVqF!UQhJZakw&{nuh{(&~~JdfL78
z!-D=*TdW2eTJ1E#n1_m@hA8lS8+VU3=CGr!OJ&}3o2(1Q{$%?R$8q?TW(T+P7XH3t
zZ2>&Rsh?!zL~_Fg?W!z$ty=Z9$aYFEDQoGV)3AGBm*@?s`~$wmqtCg0|4Ykp<S{P+
zab0^VQo(gvdi1EGc~x-Ho~HioND3!@K-{6b7%;ljv|8+<-y5!?{e}_NII?5VF`Gnd
zAb{tI4Zw|5Y}1(hFaH%yt(Es>4X(=<4dG=qj=NCMnecZ(wXq2jX?wccu<oSu<=aR4
zpvHZJ5MlktNqP%u+aXOM0{^(Y-K(f!i^MuReZP=AK}%UI$Z0{wi9YPWf`t8;^7yX;
zbwOB<q`zrxgX;YAbN%_E9i20k$9gkteWOd2WTv1orrG7;<~%D=K7)?R^Rfev|GLz0
zZN;lJGLK^#Q(i*XV!te?!Xxv38Zo?t=$RV)lnZu47Y&<E_6*vK<mXA$M)*DExCVrM
z4*ft1<fShx##8^0<7<l@4IdFBf++p^`p0>t!eh6V#>+<)a4D>cs*7-pR{GdN4Q#$C
zg3)*Oa;_ia*-ukk#M~?t;mYfYynd`*WjBhiN2@`E7uQO`T}w6965xT6%~ym^n{y>*
z97#Pn?>txTa&Y<JdC(!1AgDsGOG-Ji?PIU0bA%5*BFUq2p}q`BmlxJ$i(|ffKI#pi
zLvG(%T3w1R!#IFiS&K=vECzKaUwORfJA@i((GR^4G=tU9N$)iy1SpNqY_v0WuJ(2+
zYh|e@Qu7ii|8YXX<^;20sbI=Ue6COUMfwX$FQ2YG`<>o`;o*l2XxZkJ4)QzR9$3Fz
zp`fn|sc*F+%*xz*8g4rtVdqia6oos~G(rM1P$PK|kU@XepeqO$%B~-2P86j%gq?tr
zShnV47w87wuw<7tZ1G-K^L&i!yvqHx&0GgX%IJcBMC^TfLGOreVit8Ra8z}DV^>_9
zZR0*a#LBHCG?wL|KY^7U7;k_U5!0(_A&cPxpX`^VRAhY0rv+y()oZc0T$f9OZv7tp
zh#89JvHDMGIW3EvUqwy$Y;+8hpbf65Nu!?P;(AnC<<zQP?y~wOow8ee`wPttGb5h(
z-Z|uq3)2uujf4~if=5?4_3J`T+OP_Slg(Hwf1;uyR)Eb}x_Bm<H<M@qXtrG-<heH!
zN5+(YVHx9POpE$ep<aRY2?Y+c-O7>qXr7|4w;r~T@6$o=L}h}s(MT0qqoU?<1R0kZ
z?{qr=(MKQRJkJyxnPp-Of?-9lRqEeE4fQP@+lqyNKqo-2P!)LwqbYtgK-r;>IX~tC
zr$CA-?(4e*Rg*lfbFP=;cHnr6GXR9n;6Sp^&WqWi`a`plrXHm;x8-B=KQ0NzPH9-L
zW@>NiH<}$)7Oh3pLDoAHE09@Pd4-8UP*q$)Rt|#q#*4QrVh=X|o`41y=#T0r#Bg2-
z$2YxJOE|<h|BY8re9#nYDlJt0ivIIj;jreXb4N-YEJ}qAQ=6WennJB!tyf-e{;Yel
zr#n6kk}a9z%b9I;x?Qj7-rAsK;gV_*Si^!j9a`!hEf18p4~-wx^yciGi7)IT3endG
z8MaRJn-Ik{S=|pO*NnKhrE>-c5l`REbWiw@TuHoR`e)mA!xl6ZtR0y46bAWi;0gts
z1v#+KAePGnIKNOhrg-Z+oCHc6xCAQt4r_*f^RQ!f5w8z}UxD?TN=wm#|8b=hWk1Ns
zjE!DuB&C08d9EG^sHLy}D9$tYh`J?{pTU=T3w<rEALk$Rpf>9_S}0H`jpy}wz;SoH
z`AI-J@N74?UI8Jc{DDGf59|_h3a`jp_Uz-x=PLlGutvFKvU#a@T#S!_K<0q+?ZzLk
zSQo!4Cd3*aO3u}r*0v&cimIqZdG}I2G*vW34VbCsxmv=P;c%s_Dn`p^k}VHAQ~b+h
zp)FdKq3X|~eAq`Q|KrNsNv^h59#aWWgfu=mOd?iPRqHr8zj;jzRkpTQtVzVs=k7$8
z<oVdrl(Tj^GJXjG1sV~jUf=2xDOd8SaV+}^h!k?N!brH>urEdyqWa5a0dW}z;M04U
z^IzD)9X@{(!d#+}^-V5KuzA04E+%h5Kvh_Sok=bJXnn>l!9>*nZ=yUn1m;6RoD)8!
z0OlW-d=qC}6<#5w%t+*sRDdcf9`VTdXbm=gQQ=L{`&js&Tu4XivkU2O&BsG@4DN2G
zfA*b+OW2+Ak=P|E0-QYy{bNc$<L}s9@(FmXd^Z#=BW}lqUAt33RJubE%q;b){UmRG
z{Fao!sa>qx2{Q#NZmA_KgL31Qq~F1$-qgq6x1Sm(pZgugwg2+|^Qn__PxgW@Cr|fH
z-+gl6+-ID#rk?Xd=kFiO-<GL`QyXz%qD}5uy2bG@hIy$^SM{r6bph7h|HMC8-D8_A
z6}J45E=XF9F=9U{xRj%o`pHjD{71o5@arY%<SzfWf4s#mq^VzezSg9ZkowkYRCh2Y
z#?7qlyxP(GPkr@rFPt>|C55`I*Ksm>;F!_nPh#6S<9GiDyg)<0$({I)Phr}2J|l2W
z)0~-}3}!G6BX0TdXX7AF@OT4S?$gL0zu&qYa*2(EAJmB=CnGR_SROHg<ZN+``|X3A
z57>>!@F|%yzQ=O{b|hy59pq#K7(5b8WJuWU+zf#@I|wnpd@JpxwH{}chP&$yy8EI+
zJpRBy1RTUlelU0Qw4w}50sfOajrTM5jkkoDk|bkuvB#g7^9E$^!p8DENrQ|Nh~8xF
zgWG6cygy|*Yn|cOUf7ub0GdRDpXTlijia}XrZ7hiXCt`CImsCZ9&?#J{sbmJSsMwT
zh=ae{W_u0^0O0o9A0!VZXSC-zo-TgQJ#dD8&OLC6f&s~m&u~Y`h{t&Ew$eBx><pY3
z0}^~=#v)IB@HmY2C*~6~xt}6LoMtjdfD_#3Gxr%A?>#;YkGB%Jd_A0j`+==0i5ZWc
z-+b*O;K`2uW&mW3puhruSO;w9a5u;i#AFEHX_81A_YyJ;ZGe9;5wJ*)(nu$6#zb!;
zU}8xG%pMip=5oGUtEU=kT-<uRNUM2~01@#S2LfjiJ@E%|!x%9m5J?!^b}=AEBRP?i
zjw6wg<c#Ez{RYMkGI0b00U{$ik_pO=@#a8~d%+X&z;61hZQyXHn6Q8piAfpAjfds$
zIe|YI&e$MClNtNt_9Gt$F#uvCh)m3kkv@N<7|7ZP5#A2~I|6)2CJx==4Ck;BxH*6)
zQM^}uJ-hhu&an@~Wv4%n2%lCAp2P#Wl|~22$diFNJZySzOx$%fX{Mn_Lu~-Ms>edT
ziewW2tb%&oTtiJKD}ykEsc65_8alI7RTW93wo{Syb=^H(O8#L_Ob7{a;~<hrZKRO3
zf>eYrll2CqwP-tN)B0()zljv6xVcNFl}iw+s>d_#);K@p+9nc^lC&kHw$p*XeecSY
z_`<pj&FQ-#_tRV6FYB&Wj#yaHZJ}S*-Rc6|LLE_3oONTRRdq=Q8Kyx5Hp&1~gmfg5
z9dvNbezVk9R{e{Wa%(Ar>3`{;rK9!=(o#Z9FqaES=?UofASbX|)T6Fc)l^nK<yBMe
zR8%~ow_bT_amA>?JxWnl1P+iPAV3fV3vZdoiG+Yo{r>QCuz&<)v%Xw8(>v#w@rVT}
zS`%xZ0q0?T{!zAnAGTFL?_Bi7spiv8S#66_>a3~vI!Z-LhMjLE$7La86a*D@f|J#X
z2ws(TnbPVnv~`Pl9?)RW*HN;`C*7ZT(9}BOU@fF|x7GguCbxpWzdG8C4e$i{J>~~!
z#O^%qI42~|GIDb#{{R|;yn-Zrh&(ubccnK|t@jaW&&>7L7};F3+1wPVqSVxmyz&$8
zwOvD9Z)%xpSV3&ndvy#er6f9BC6pG@w1xZL+fLR_ki67CQpL4a`@(5KQ?(Y$l_Rv}
zDH5-3PdiSvkd%W6Xvk2(A`_}l#Ls!(ypl+RID`KHqW}(AQIo#;%y^iM{{Y5&fy2Xa
zwGMRlZ`K$1X|3y_;h%xdGBp;<l_P%rO$B2#{c3Dfxla0Nl;TK1N-8>iry!6&D~BdQ
zAwU}m9uLI$9lM;)`3LPIi}c;Djk47`E;XsAVQF!if2wrSp=l}UQfbt)PavcS_Q)wu
zN~9(ZQCha=QCUx2aYerHx^~dhY~1a%Z!l2WQk11gVWt$Y5RjEh!Bhn(sYyvnob7DS
z4y(=`b@y825op&zz!@GqcpfBoK7V1sm>BQaNE=LnB=-^zatX;CY$&{0TyCt^X{u)`
zY9zA#4Sj9BnpG77pKg^ad6lIp0CboK3JMGAB{<fVbW%4<S9_sxNdmR%>S`*=WGJio
zm`x*$R1^ddM^YBPuu}mmE;ijuSdb}0rACzc&2kVNbMWC>aId$*HSvks48fQ<$Hd7K
zznteMSLi1)4&(anHy{;HXpym|$3azFQ%!Hwc9qjG+LnsTnW(cOqo>?ZZML6j*l|H1
zB?WL)s3Z~zqMb8(T^qL+DN$8I!-b_(Qq<Bq2?b##wwtK>g@u$7*$jSdfFz^^IG(Ae
z8hiJ{Eqra&;{_)Z0(KGmMo0&5138%B5gTop1cTlH5e7sFB2R6P7qxcFmA|0ZTkB|p
zfEJZkNc$agBo_VjBd8pZQy|BDo-BI1jFX;_cJ2L46ET<>lfvgizuak_xAMKB=ht2%
z&L!L8cOx*7<9GyOdl;UrobGXs*@N371IUsH`GLhUW9^aH;BD}Hi2%oa;0HT=fFmT6
zyqPiDelj=Ve;xi-@z#S%(zFnX$@wR|!R;rw+Z}+PB=Eub!IO~#V2~tlJNF+4eksgk
zU_|C)w&$>zf&}funER37nGuiIu*NeW@50p<xxX7zcZF}bUJ*Z>pE%EHBjkyR7(1Ae
zzz?3@PQx=DqI~3S1H3w>XS@)RxzA(%qrUNpawBLv;6U3O`H05(J7hd^rB53ixa+zn
z-KSr4PIry>j9^9way#O8ImUPi#E!sxi1Un}oz4N;W(4;bjr`=!d&K7hAjTtx37;pv
z<IID(F|Z&IKd6IEHNJXh#+E$cPlfe4XT-ykGXxMYF)%TZGmv~45>iP#N@O17&L%TE
z<8lPf^O=|=)1BwYF|^}5#wQ*2*!N`j*pB;Wrx7DNoyZ{l_-8>)Gq~JozWnnV!>ajv
z`T4|&oPpZ{L}maWLBs>TW_-sSkDx3Rm30+5lJWy~3kdp`%Y*XORUmaYPLQehJ+siY
zqx|)jnUC)X<4UsHs_(ZtOI;F5pR04HtWQHNq!R1y#?7?YD_2p^@(ED@@&>=VQd_BM
zG(C|~ZnT7|<myNYthh;1gQ`d&MWvNG?oa$-LAd_m98u*<aMRt8`{Eq{w<}Ouzfg@o
zQ)()$Pk5=iR23yI9*RaMsWi0B{#IH@7zh0KNI#v$DNsSiz6mk32_M&DcJg--oX*gg
zF$Ziw5&QoDul2-02q(5SJ^u0l-x2{JPGV0C#(S=5!^)u3OyYrIO({cb{@aSgzkSE(
zVD2&J^vM9859Z9Bi0*O$-+iJtgT8WjfG`aBJ;^gCFd_guk@xs5Qeu8b>GmCo>@ko}
zal)Euq0W@0uU&89&J^o*UIR~jPjQ~o4gkp5b~qR_JAyZY1K@WDJ-h?kalSj}w-D+g
zGmn6AnZbd9Aov&}Njy2g5wOM&Z`jGs1P;V`U){>bF|Ec!LOe~06B1wpm;=lhG66mD
z6WHPh2UO><?X*CXoJ4k+fPY>Q!P{xZ=Q|Mt#N^=MZNl%64`Cv5m@_yYW(4H#1n~x!
z-D_|*y-fxDbs`|hWlh_+aJSXtbj3|YD%PrMii%~e3vFs;=UP(G>uPD%)LT+YkmF9c
z+lbk1y5dw6l@O|*TJWVbAvC3u>3`fbG%BnLDCjBvA@t_I*#ML53ZJJ6hXY>V3gXIf
zIUt?MpE0%!NFV7O6FxiRd`>spApZbReDI~lcGkR(`sO(6p%A6@w;e6xnB%Q%V&!i%
zv^I~WWxj<<*2<p_x-%g~*PdxHkd-#ddQbBO3@WmfZ+4|!39O@}$ZacAHyV_gJqc3M
zi(6|UFchS=)REMbY?RnZ+BeAuVg_OXjg0+=ZWx`u0FA~DF$cb5Zo}nEX_%!gYje(<
z?`}a)J^oeS?cutyc$O)hTfkPf(`~1zrPVV~hbjqB9@<e#-D(?f4x|0+h-`$A9O@kg
z0f!4-{{T|~vQz?1O)_4>NhGjd6%hbrHwrP*Nq}vM>`pO1=MNis?fXF5SXXh}V9wbX
zfIE-0ME4vw?zakLDZ7CH=gxuw;yi_^l?Lqet*9z#a_uc!4Yc#r)eJKHsi$3K#J2G2
zDN$*~AR%ET3J0K=DNs2FiU95e40(<F%nrvLzywBkK}tyqLZL}Nl|cSrLBfFsK}i6E
zAc6!R7Y^1{KJ%3|FRrckN{f%xpR09hTZP3fW~bdHYFd<{;Uz?=T|^bAsbQw=IErV_
z!%U*`ug6XNGuL(UqDlQ{w4I}|BO7DnnS&feV|c`zz=MOZJ4o0;-yB@GP=pth<t;Tr
zokvPbf%ZcsB_uk_bafQXb>OG_#Jbr9N82lfaRjQL+E7zZm(297H7%i_uA?1H8da@*
zupddtG6n!~^UAhO4~e#XC}27{R>Jnr*}9QP5J&1K$@us<-vV+nOcFuP{xRnn5x9Zl
zGmr=s3Rr{|-f*a?A%5#24WtqImDJmgtx!(Ese>X6Ba4O6B)XPq>u9Rw30ZXxxk$<h
zZ3<EpyPH%WoeNT%R3;R(EVQQ^=yAZdTr6xwLPb5*=fd)!P-R*GDSbWK=dS3q1PJ>a
z<8Hz}(Si4k;FIw=IX$xwXCr?fVU8}Fpsabv(M?SCTB%zu)EYL;TWqwM3U$XRz2?I}
zkQDD(M9Ax$ab!+FpS-8f=yQym_C4c?!uO%2?MfO7Wlsyz)FLgi-CVd(>0RR9LXlJL
zIoQbD=eXM-Y)@b&cqbBa1a|I0+dG);f+9Te0gter;N~QDiO2)&cydMr<KyBoM%~Pk
zf6X(w;pMy%PT(qd<+`BhcnTVPd@oHcPdzIgx6^1r)3yRq2{v0%o%f+*zkk066VreA
zuGl~G%WD4s*A_T9!)afXuQS$z%0FRyHiUlXa1*ea{L6)YDE!7>hXLgscfTP^)Hjfn
zsY+Gm<N{I@r6`)$!cvd{B&d=3M&w`~Et|Dhs7l&yloYt)O?^!@yeKrnsuk`1bIb=8
zrb0_?w<>*WWrh;t&$8O@^%cUi_|5HsP~sU)(&*2$(e|2KM!oeZE}@`=x>TquQ@-Ms
zP?DnwNE+ns3CtYtB%bFYN6&Hk4Pi<Q&4&%#<MKbWqyGS?vHb_nSg5T@ANbdecV9jH
z2?8<+r=?7qn&hN~B?YQh6;ik|Ts=-XO-`WP084cXO4L)*zK*97((S#Z5Gfw2at}+7
zyX`Y7Dd|5<z%F$ldx_0zlC>19r2#5wSmPN#Y$t3^V*()OAnq|ZCT30~MEu8p>3~7;
zJ0parJKH*LsPoFXYBDjC7f0GJ{VOz7O}_YiA(~d5a-5~NT0?ZTwSunZ%OMXgP@2LV
zSZU`=j<Cax+SJxnRumelr|MLMAqi9Ot<r=c2x+t@+*-;~hS1w+K!BFpLK2jvAaQ6<
zf=6%VBz*iCgYqIl@JYdm+B_ZOVmHQ2@9`mCy2>1LK4kqJPJC&92%Mb!f=N38vCc_=
zbK-a0aDfNB49V~ZZT1jj?e^jm`_E!O!*2sPJ;azK%p4F#*xb(NzC>gW-Z(|2If`jY
zWlP%R+dBYGW-1jBBRI&&pAntA_9P9qo+CKlX_)alOlLTZkOyt}gvQ%WV1b+t_%Zg3
z`QRo7K_|4pAVG}Gf^u<^dkk=kLO5$d{{XjIno~NP4ly~1ku&!DnFH;xkJye00LH^V
zX~YQ6^B=r-m^?salRF)}5`4^g2OZ3Ro54Hz%*V#kNQ{7dZ#_IB3l9=Bq02&Yre=cl
z-4evfCo%_^J+=gs{{Ue5U9<B$N6E$_e_i$iFrU27ZxTt3$6?=j`IS54wlNYjAi?-2
z$&VN)xejB9pgT9va6EIhVx;Z2h#+}0IM^TGV<tF2?*rx_=g5fPA88<c;XB6tpb5d>
zbDihN$&sE3F`USl$R<1Fb_0Enk_QM14Ml1^y;ELXNf!1>Oy?&V-?yINiN^9^c>yyZ
zf<7_vwD;J@$=t!>6TUodd|*!V=fsZEI3)MqAF=-cT;$^uJCniyWxm4oIt;1fdjJR^
z?w<Q>48W1|li24lPWTwgleG94jFS>(M37F>WRU`M#5+hcu=~lG*hm0&F`qaDgOE;p
z0ldz3z&Y?RB64^_*^yDaUjD9pPP@saZBaQgbDV<!59^rPbGK|{B7Q-VJ~BZc9~+My
zw~WTe$8WaV#7<&6Nsa<eV1XOYgCb@im<P`DxK{{Ll%{5sKdN-5r!l3uNI^No4F22a
zb3K6JOo0-2-{t}CK4<#Q+(Zz2>?CFnXc7A2akh5jEkR<u+|q^6TI*_>T7!R3-8+Vv
zEBx@4)vYL}Z2m=m%DSDEADbK@a6zf9u5!~_1D0mSf`+-qFQ|6L$`AoP;&UI@875{y
zK5;YS5gCXuN63?y9r)ZH(UmsjsaMOjn$WhLLLZ@Bdlk2IHn&`8zTE{Ajt5ZJw56>H
zs7u8KDs8tGv>|V!LtBf<RZZ(rzSEMz>Dp?~Y^rCWWBc^fCEJq<O1ccTS1Af5VM^#l
zq1N2~to@NHno_%29DxHZXn1fSflWr6yn{W-B2G61!Jp<6KXJSsHhnzStYP-+bm}hb
z6*z`|vWz<28k|ufwx4}nG)f9mN>bHA!W5uKNmdQl_PwejP@5K<vf9$)rP^1jm=}ws
z2lq>8qME+7B&o6#Rs+mBw7UvJfeCF5;x0O$P+b)ItFG0KrmaEBrdxOEsb5$MPg9hX
z-pwkO0*XS5JzWx+=^Y_qsqpq(`Q;B-odM&rbWTFFzXO=Hqm-YZp>l!ouhXZk_jc-<
z4pdOp)2C4>mmOLvDqp3y)jdmE>O)KR+g&*T7Klp2iAkYHr8#+2%|n)rM*g6=GO(&U
zJxhtPiu9xssy@29dS{gC(fqXxI)D~BeU+2YcwCVpas=eyjgN_uh&bF0^TLt|I0O-}
z$tSi99myG-efYaW@<HNBud;*89yN#(X=M;;kfk)WE@(z#qMFbc<a@>1uE6uuH2N~%
zrrh_FQBL(`JNFB#3TbLsG?z-Xk9mc41gr+#Vbr7{&bHK2tzP4*FZX3sD!%Pl@@h=f
zvfIB+O6i3Frzq(|G^#L21hYLVi~+^nyIJ2Y?5dH++PYiTl9k)9ET-c~QlzCY+8-)$
zo|K^=eLJlQN@N%uWRm8Eyta_*R}Cp}P*+oolXSE##SscqP88QuBo!!hHm4eGBl+S;
z6J2}_zVA9k0H&2r?^p_-#m==gG@uvuh|vi$J9#sX$8XqA%x}RvXE~5Zo$<Vn6a2eR
z8&$(c-02!_s)6bo^%Kid7^<?=rm<>L61DqoQG_D3w?k-Ct3hCf(1j?j5LL#ew5<f8
zK%}6QsU#4fM&Uvv5s*O>g#(^3iZ5!?z?x@jQin2hrj?+r1Uw$*U>wY6<Kjn|1|XgS
zsP6_qARg1Qw>Tqy{{XKM{{TdZ-eYhKL>WFzev*!JoRPerwn@i)?mLnu5V@vw78M()
zc;}d<ZKWbo4kSRxnGkju$Ri!|1pM$%Y-WCUp5Q?_z!?)5oW^7sKfWR){+r|x-?UEw
z&uQ*A&Ip;r5=?g!-Z(|ADlJVYb*fJ4YhR=BF(62vxyOSMz7Lu2f@I{CnE-hpfCj`3
z@dSLv{znMJ9_L}+0Kg|X^8@toRFg585!{&*@=W8n+D=9|M4_cLrnbEYl?f)-G&QV9
z5hu=OeB&Lbe2h$EY^({yliYq;-)v_G`DbqN1VT*UeTaje+Zez*&Sx0m%yh~5i1<5`
zB1S~u5j#Nz8DCRUXlboR$;bmrUrj|~M9xOr816~IB$$GGl6-@}Njd$XXD2x(L|}**
zpCs`KIr4B%Y{Wq%$<9m(9(E+;12ZB<KdBH-@<f>JB6vilffThfzH}zLsdJ^PYt|%G
zGc)J<`7<IiN!!Rfn4S9q05E6&02&!F`cB(ph)+<Bj^!ZlfFSM!m?RnUcnJr@AA`Jt
za8H0d%n6(VfEjDP^|0BmLc6bOOda-;V9A`s?g^8(e>3BS*!{`GW;Vxv`M!R_PZ1{&
zb31Mc6ZVP5JowBI?ViIE@f+iKA~1W*&QWQWR0InQ@~-;Q{#+ti@H65>&Ivy-cHBlJ
z<OKOJGBexbGqhmu0B@P6Bgb<w85r0I9w+?KgOW!E0T>(O8=OJJU}IsN;&?)rz0GsA
zK)17gxzJpgm?yj)$d4bio&0~Ga1ub7lfU2f7~3Qb{E;NdmY%3^w@%BiI1*LR%WHK(
z35g{wg)5{;3Lrp{o#!Z<I@(gjeQgD_G)Pijs7*ydB_Ux6qM#L3LB$0iBs$YA6{vN(
z+7Rm6Ku~TO8VViM855l@GbEkSh$k@uas<qOP)Ysca3Dtpa~?>He4Y2tj6gW^#z`u(
z)2Njqvf`w?xJvph^zO6mDJW6sT}@9>c|m;vY|BHYLe~k8@mErmqLGS9E{5D`PE$0Z
z^QmzmE-BaQ9H@V(eI&vb+7Z^E(olkwp%9AD3(|(By3<Y~=Y8pV#Wt<gj|ojW(vNH3
z4!hG%&$ZML9rs^TZ4?y{0SXBsOsXe~rBGX`RIjVLvgtxvQD)ZD)oW2xr7kjR9~88K
zNNFDLxZ9Ntkm3-Mr&8-};-0B`rAb{w?!3N`o~N8!hov*po~5lsfJ~%L#KMOBQYK_z
z0z`i=a5g(m(i0%(=Y$1oN{}gR>^)qG*7O^Wg0Y%ib*Ys!Xf19jNHSfz)+V_tAqzn%
zrKhE#VW!n7aV@+m)Y{Vqq12HU?%i$<G4!UXZPP-*r>0AEl*<a0A9adUGSj4$Dhr8G
z9ZCSgh&aQ!!I2OFf;KtWkBs0(Or8#{pq{`VjAl33os0r=0C0;zUR14aYid(EW_`RV
zGO3Y0qaW$pzTzhY0lyKGw#PHRe9xV>$)C6!Mous>=5hwp1mh=gH<O*o><Gvm{QSV$
zK?5_1;TC{y8D-&JGO($j9J7hYJC6glaWkFH!^Y!&A`f!}2`A&R1m{0Jr*Lz`WFP!=
z#yd<5ZcO96c<}}&dBkMIPR9}d0B_|R9uaA}*A=BWTZOlHaoKGew^7*o6K=azG{OpE
zmBoshPzE|hEkJdY0-wsIHkQ@^5Tul(r)*a+=&t_&lU3<^Rmmkj*{h-sQP;GPgrJb}
zoORVHQ7TJy6saGSi1xa8;^~osK>&gKm>ZBjAc(|7<xbKgZvOz*XYaI}<^jzFj$5-H
zMkNJw`l(A=hsR4=_vLo%Jifmt{{RU3imu68v-v3RNocT=pgI~#)>=fUf}hK9s#sA^
zOJwvVc#E$s^+mXQjMAd(P6tw7wYl{xQ)G1`{wz|8r4=OX({8phkfn7cO5^D{88|Qx
z$%Es#_#rZJ9AvHco2{k7<+kBjM7iovVdbH>Ffj8$Uemxpkm3|JFnUr#+K(^4-EMIx
zMGn>JuNqg5bfvg!dwQB`nm1O>RXg;rCVJVZX~rHKkIaV>g{NW(jF}K1@o%(wJ-5tf
z_5v}y{PD?@+|8@0X*9Z;&u!EcyA?Z5+Z8gQ3tE38wB102tv=N|3hEK=C-SKSl>D{6
zD2htEmX@kn9Vx14)le0b^%4MjprIjMMI}{qjlfb;luKz!gG1ncyN?n?0*C^j=s_E;
zQgyaxeQA_&oSlxq?~r2$BnTV#jCT>3$nXF=!jE|S1M|7^eDXbaEbi%R>g<)){X;}#
zp~@$kY1M%QpKWfgnSYf@P)k*gsbc{$Q`e!^TkGx5dlmFmG*13t8>wN&RG=fMr7i?@
zAoV1LB&h@xsVXT@JW53bPylWPGv&zm(%0n{r@vrEcfluc49xkHfrI4up947iWSJ)z
zDeopYi8<^B0qy}2*i0N4oyP}Paf6%^NZilfNcb59dEwVu^?f4V*=6->TJNU)a*0gj
zc7ZT6z9dA+j~I^JDcJWo&zT+vaAIO$MhGK_zyzMqBxe8tll-{EneUj$JO=|4F%tlo
zf+qlo*kFj0*a5;H3Joohr`PO>Z@KU$HxWNDOvi2F3BWqO4u8>!k^J4D%;0QtVbowm
zZXyBlHjnFwI5>=kG5efOag+Lh0oxhO5`{PQN^lzWOGLlYJ4g`*36tmaImtT{ynjKq
z`SIie4#0!9BOnqtBhO%FM1z^%x7s(mp|{uEp7tmx>T6yx{oOMzJX6*Fa=H>iQ~6X%
zm(rAgN{l9WLbk1GmCZ8uaQfocKX3DgVGv~Rz9b2e1~3l<_})R>jO3p3dwt+{gU0sW
zf~%%&59%AGuTImbB|#N+2&k=CB>rY-*l>pl9YmwwOMr+iq=$MYYcvIvf5j*+8ltT;
z58NC!`)FVCg||$E2i!;kOEoMnszB>WAhd~H)jR2xZNKZcv}v?f`umHaiV8Za*Fh4B
zRvmpnC`eMhw4Q{4GPRVYAaxQt2^&&$EzXrGdi_~!)2tMQ1zc-cT}r`|{lz6J-F4NB
zg4&Bp{HrQTdSJ%8U+M?i`dSAmtW+S7np-V0D3FBz04hj*u&RWpBxOxF%1JZO0#KA`
zj=bZ}E$5wa=T>EIII_1FfIm9cN|b*r5=@XHK@-9QXzBpB6UO!)K#kG6`}!8rN3~CL
z)m11m9DPR5YB95ovVgkfiTvtq@5rDKf^z9Hf0!4PvT1DWTeS5i0dCPo(=IJJg5^Vr
zankIPr8?SLTC*lpzP$=$cL&7pxe+59k^H@m{6~K>I|6eb`1jmNh}evi!T}?Rrd2h!
z4Jp>>yQ!<Gt8~9tQ2kXxznS`%oPFhFlhos?Qq`3cl5%HqNw=M#OoQj+^oWz6(s+#Q
zNi&lW36eI?dE0U)gk-_QlbmN_4o~=O4(A7iUQ``g-g^7(nQKsAnYRl&ce}e*l{g(X
z#9XTzw|j|NTn_yb9{OUmy4n}i8!GBT77tQVt~;UYWAO9!59kK7mA3CtRN6v@<IVjy
zbJbd2gG}D*uGN&5+e@~(dd9T{EyBxYe$R44*Jc@2wZ`13Vb*F<Qic}FL!A~T2?7U`
z+>&SPJ|GwX;v{j&T*l`|IJv|9ng0NFu50rvnt#~4D_Unqf4VNZ)jHVeJv&Yj>{v9{
z_L}K)78@fz(_Yo4*Yvav`$*`gPeNmlRI}|(%ef`!a`KB@%eb3jT9XrQxY|U!jk?;9
zl&ua0Ddjqs6ygd%DJj09oKn&Qi*aQMN*mf*id#ZWc2Ws6O)LUPNZq7x-A0(xb!F95
zSZwY%?1x@9>Q8yjr1X>ThC`uX3^<jArV>)5s0i%etUi8vG1eZ5y({uFl)jU{+^f|e
zD-~t`0C!JN$gyc!MmgAMbfw1AaB-`xp5ak?eAQm6DQ@1y+Lo2ag*VhyA*!aDLF@NX
zoyhSJPUMe0fX{E%c%<qYd9^hANOh+Z(x%>RE;g|;LfcfOK$t(65jo>a5W;2W)hgjr
zjJqi6pJ=qTHrm#t7RZ=w1u1<YDkUg$X(?S62GT(qj7%++R_g?cf}?6~G&JHZT(T67
zj&_g?LP&`u5Pw6k8IiCfkAD3RbN5hcK3iDsbT{k8pIqoC*J6JE0BWze+b)PuWyH|d
zQr&4CW}&Kwtxt+tg2U)={{Vc^KxJuDzGodPraNiN2|xMhx0u-AeLh5IAk096$E6>I
zpDaBn>u*v{>CaSr<D~T6%7%14p}ie(Lv*z1L{(}^N9^rd><-md(A3-N6LU-MJnbX&
zRSSK)dQ^nASohiT&y{bJ=KEFIXOLY8pTgWs{u=X4Jo|}s5ZkQxOd-eA%k8d?cS%yv
zq&DzE`=FI~F3NVZ<}6G)rj+EQ!)j)6lB9a=0koAQElEP0LVyTL)B=K(-BY(%?j_$;
z-nBK(uJ@>~H%s;E;G{WUcf8yx?w2~(8)>E+U1h?#=jy6f-8(I^g}my@8*L3I@}(g?
z=Hxf7C30)iZ#Vrpj!bg%SsrXBTA>`qzBGpQR+dJx(R3O`X`xeg=T};6X`yoWVq3M$
zE{^F|@#-vw+ecaXoA|luoe$|FnBRv*kCqnwd!_W>H7cCZJpKOAY1`Fp_e$Dz-Mdv=
z^(6y#TUD}+yS46~lB$A&@Gcj3DKu5dy)cm77-hR(Ky>%1ZeLu>Nvf`^vOc1p?(Wo%
zp`byLHB_dml?b2noq3?4zf5$Gk#S#=FO)0+D4mwUaT(U0l_klXK3CI9Qu;p%l``3W
zU?X6KcdoF?#ZKB9S_qG0knN{svF6t+I`piVVsRdf#LUrSyhOT?scC@V?i)&q>OCDU
zxRJ3<rx2kU*Wx{Fe)Z|<j=7MfH>Wv)r*Bn<sX+}>uG@XEB(57=_10gg*=-=UeaBMa
zU$%#V@ODU_I3fx2pN!9J6R;<bcYR}PYYq3(=D%*=bhcbY!QC8a%`II$Qp3z^O+8TJ
znCMwoQYqVbI=0eCYp5QSbx(vtA9(OL!4d$R?cX@w4<7sf0B6)qG1!TzNwyuAT$gC^
z8FV)46x)FcmBU{pNLUI4JoCsRf}Pm}R<-EADJ7RN_FiGcI+yUtR}{9?m87UWFwmlt
zP(eZ)Py)5ut!YT!d2!6{V{(63+Bu2Jop-BwZ?ClapI)EVx*t$obgrwhJyl5k1C=&S
zLuIL>y4tG~OHkq|>uvQ^)l`ZoewF4QZMPBY&#%sIei?ks^n=J7zo+W{WNS}fcY4hz
zpH+Or<}Dt$s&er~Y|!G4y{kpXQF}U7H1xWvf}M2t9Y1WO)VEq|lg(dlH%ogIl=jaP
za58r!!GH&C^Vs+CG3SI}0knvi*p1>~P9kstowgi%9L^lf%*>qOTg*Qw=GA4~OFjB+
zMka_tl>E3fSY)j!+M&)m08)mef+<YFsHLr#B%0oeq0Ck}`_uP7^?x9Bdl$PSu2<>W
z=b3L+X=fe?qP|cdsU)YVE+&%cN`<L(7Y5VrHtIt)0qQp&r*rHp@agogL->qn{dujl
zKR9$}E^OK-OzF)~>DDyvKK*6B_H`3?7oTpHx}7%K4JQ7dH2Rw2^53VnxpcRM0xA$y
z^H|T}N9sza@ZP?DDAxT)$@`b5Z8@p!dRFyepw*Z4^HSXP-&<+kUNv=k!BL~Bw7b^2
zU1h2*HX7EbHLY#_maW%bU4+}ID=X>yANX)wYHGO=erfks<96<5->7L)Tw49AW2W?l
zceH@F6cB+?Sx~Ts`Wp&yYANedmcO1pT<{LfO<}0*qY}+bVi;y7-VKW;UDeC_YF5h7
zmS){;J3?wj)l01p6sc-rtSw4xHQjngU~x=Q$EGkDdE+kI>@H$a^|Fb-LV1^3Te}Rn
zpn}}PUE^v&P)b}-c_VLYZ_va*NhIY*C%FL5cawmx1mKC{pb0y72jm0&Fn1$)@=S|B
z?2{5fBmzJR00RJmNEjc=2?Jp%jw%NrZ{u;kGlAL<VHgn`@$u<JO>1+X-5%=~j5gZd
zX)Y9{1!?Ofr~;5=g)JZv)%?9c02D!xKQ|j{RD~c0OKNQ}f$fk$=@>}qB_M?3qznwe
z2aPM-J|}$4$QUQb`NKW;97!$%l0fo7jqq|d$B(#^JZLz|mrTVxN0oEyNXaVM&>w%E
z=-t33Oc(>GktQbqo}2`deBhXzfO!I^p8Vg_{+~Is>Dt513hf)o{%zCMIj<~2k4>(U
z;HsKSeZIN#b-h}u?siu0G&b99zV79k<!d(@8ft24#k|`sAwB;9^o!~<(RZgFPidZI
z-n4DwTY9?Enuh&zqqjX(sjW6gXjM~G&4in(Xsh)4ouH&m70EO{%L=NfX$>mAnyB>;
zEI$xWM!u^502Fi2pIe-v(|Ur(%gr9U^}||e#&5RQv`rmdp303wclK#2@3yPc_as>t
zX}D?%>n54ij$0|}8-C>Fy3t(qLp|HE_$<HAI5VfU%-~Zic{2)`mXVso41)-3zT24%
zfWV^C8klBaiFS}nlMC)@4^YQ3Ww|Ygu`$`T&PX%(6fS;hR#CaR!17yZ5{<jG@`8ec
zlCuqd6~_Q=lm{rG^M$N+zM9eZi>;IRtv;ctwO3V9ij6qqcN=YI)4HaGRV~OV6i!n-
zQdE+cRQqG8F4LvK?eWAFT;aZ{_Z3BKwX;l5_h_q4T}?zxg0~o|q(LME;4&bSDp1JM
zHCC3t=)FUD()y;`RcOE2Yh0qa&{iO!)?RGSR&e7^prPt_+m@<XTW>O@w&GXEWqk|t
zW7E$geO2<CntrOeC_O}S4@%YQwQK%QDO71rtZMO~^+khDI;2;)%@fJfTE6RG)uxK2
z#Isy1CW*pB<tOyB=Xs@J=$d8GK17&(wMhn&F$D$#h+71#wf+@AS^O_`_(b~qG*o=h
zxi*@0#Hp1bNpWc{I#g8A3Lv(ipp#S)vZADgR2tIaE%|Y-?OMj|M`F3sS5jSSlpCa`
zw|jL7xV<nKq+7DKpHgLLVN5)y0!TvEw1lteU+~HQ0D70DK5e5~`j_N&qn-9^hc9nd
z6<V(PcFC;itopX)aIx0V-o~EQpIK$EO%1k+^<zRD2}^EXQFUw@n|(5o=I<sn2d7`e
zpYf))**z)gJ71-5O!~u6TCTbWO6msf=Gn`gHJ~|bWoJ>`QD~{Z+O6oQ)EdgsebzJ@
zLW20iPF*!3boCu;k`(W|9;bf|etY_3rq#Of`+Bv%B{a2lww9Zl6b8phMR=sYT$r}m
zFK%hecB0gG3l$Z@qQ2Qi%5F7|DAiZet*0KOueVgx{M+*7+n&><oF@sxko>%gB%8$X
z#!?Wamz_q`wjYQFjY~49Lf@E323c+?m8g=+Nc29!V7;Gtb4L+*4bIL|Uk+_<EvFLM
zSVNCWx_v<~>!dK)O4RTPa3v)RHOq6SlOB$*ewg*=sP0~Cn@*DE-TR!kZ|rBMT77Ay
zovzcIxxH$qpR>{p9NLDb`a33=t6`?^E>hFexQaGaRufp`>0gFErhPS3bMHvoDQGXE
z&8hV3^_6yY)GDbqI<Z=cVNpeMVUpsMpZKFnqped<KSs4a8VF{s^d9!;ttooex~j*f
zH2sF@sxG%W#3r9l*(udmce=E|HC1%h+D6vfuhkkRDjY*i5a&u1piq>lY4%s~PW1iD
zjVZ}LOWf+^hb6SXCM~+I&qHF>7P=aHKA+Upcl(BzV&Oqgchi=&AXl!AhfdYh*J>il
z-&JMF3%x3m?RHajUpC=5)-NqIdsBm{oH~C5EWNgdRN$C#<t@3Dl&!TfMWOwd+B+#z
zOZ7mp9-}iaAus6toy1oB`xwiU2x(5b*i@n#Z4OJYNLpSgt12uxMX$U{w#kpr>t6a<
z=dUkSQswJHU2EuRl<8I1PbA-H7ScWNDoW@Q<MhlH*i*q(l=P|%9;F~Dx6;?5o{s$(
z`U~cNp|4Wh==Cq^TI0$ORC-;j^1V88g0E9)t3|J0+jRb)UCOTOQ>Uu*<!+_8RaRZ;
ztE|@Qv|p_DY9VU6J6%U`Y^tu)>4&p31L7ijV3?7-_XG?c@&_H`^eyPm&`+ujNv;#?
zM^I_4D?z0fqF1JEw^~aT16sw4mCo%|f266uS6XUntyHuLv(V7i3Oec<hpF{Lm6X*K
zZrhaly{iTJe#P;3B(S_o4VRXfc4d_uM+}}siWG){Qqc1_f@T^^ZtT^<CfcZ~5lx^Y
zrsH2HQgRZ{&q~kD7Me;=qpnoVyh@#IC`)RWEvWj$B$CR45K7iUQdT<8{!BNoe@r}^
z()`o(UC-KGJx!_oP4j<D>F!WeU2T+Cy3Jj$HQtKU9J;sYCs}&IaAL)4)NI`9w2iL)
zc6nBMTh_I!vfgSNw(7rbo96@9ucSVBdNlP7tNCruy&5zQti9iLW~{R5wcagP%9ZHK
zy=SN`ntuFi>_yv4w(UUOwxYVswjM=ARk18ry+K0NT`C;?BYBPJhw!YdwrI<~mF32h
z^tXBR*Q+#NF!?ji-8-dGr(M+AmffXpckW$O+4VKmir@D`U7qD=q`q6LwF}n^-KO=Y
z?MSg#Gjgx5ML*1Ut35xa{c3Y<9NhISZ=vS5Ff4XPbWOKaKJ9Id59xa{YAJ1Wj$3ri
zb+Xf3hLH6|TQ#=|TI-Rkt$MXr2Wpld<FZZsui#ym#ttm}l=|f{wp>)qq@&WfgYCa6
zRFs)yIW;7SR66U)asK%~grknLv_Ne2Y#*_>o;rs_v#l~2?)JSjOfp8*JF+$!m_o;N
zm6DVzZ3`$$fJsuL<;9+NbN=JXw!J;l^M9N5+>v)sH>g|WiyXk#Px7VBQc9H7^*pyt
z*?L6Z$Fx+7ukc^u2@R=2qouN;&77U|C(j;fyG>VdvoAntr+OCc=T)@z9b(y1o=SxU
zh@f1mUjFJ*s)nfORn(Lk<hnhx?`DtW=PG%A8di_cdRoBq0HM0N3r!n!;RSCx5W4c$
z)w}}VTDqToOIp&099xdIg{RSeeDbf-eunhb$jy1met6t<=R9?DI(^P-^7VDvdFy74
zRntn;UM|$M*1Ah&y8i%ZcTQiCPo|Wr+RN=V+^PEi0DjI9OGjDMvA_F8VsrBI&2~Ei
zlfpwtFD`!-eV3-y-YpH6CFC0ou&JR`s;)aW0zoTnQ~_PKPvquCMfpLEPRvd&WzyOu
z<R#rqx>S^x52Z~}OG8Iwr)Z^;R8j)2N_rdkdwv=G#JY1ANKyJi)K<H1sE$Qd+WkUl
zt!=F;#T}-y>!G!FmuKj%^r%~@dc$$9yjyMcx_trqdxf#;s!HPJJGJjS=|A~GUa<84
z06e`V@{f`<x2s*xo;<$h%{^Z}^!AX^_xpC6v|emFR_$-O8y$9`7dnS+bb5xh+IAkG
zy<8Vm%`?>%Rkd^<OH%&;p4wwxYuzb%RnM1Nk5y?q^-UFRqxgo8y<RMLnwxdelTC58
znyV#MEo+ol8d9oy>Mpf0R>>_s+lZ8}x_pTIGCf;*vZWf{-9u%xSnukqs#dt>rlYT?
zq`AD?3_DTv#@%kz`k7U=DypVxow}<cmsA$zQk+c_CZ%0RvR^8_sF$6?W@lw)J5N0&
zioc0D=?;Xrrr%pDTMW9?y8R7+v~3}>lPtp4wKUUx;?j3LqwHP=r9Cp_?5+zYB-)gh
z*li&9sY{94d%beACuLO|1rMmF*II%^c{$GSTmF=)y&QUA<!7f3PwGBXdb8xclS|X;
z-%%Q7hS8>t{L`-P_N%m0-0gQd8~cmBT<R!qmm7surDpe1r|E8Q)XUWsK2GZmXR7&w
zsV;iQTi>o)qf}m<VcWI(^H92*ox$2_N_rL@tf^QoJmM*77^e;_6%;anR8=bD=;M_i
zhX<zaaQc$w7bHDVYs){U+kY-=wcel9yvn!Uw0@bTM!eFO<ye1%)L(DvZ%?|_%A((V
zT_g1`DT<nkX3)crR8}z6PlLXsc`V-}`M0ffg`(wAsB{$$tG`g_U1GIT)SXAADDIUF
zS#IvGi`t?!mkUUwxG4-2Q@EOdS}00Xmj1o@F!@C6r)ruqvIv{Qafck6b#fTQ(=&65
zS9{(~wJ9`}m!D;|1w0v3OsNUmaV&<AN_=;;eVL!Y-d56)J1CSe;GC6Z<S-k2eg#ei
zBVn?kMEZ+b0VztCw6yJa_we=nLp?`wmzFnw!}FDvj#pObFH}6<rgHmr<_4K!{{T^8
zuGd!m6QVT@bsKe5_0&pf8hc4wA3?0N-e0%X(kA0&qiX09x4V1(QJv#jTe;oo+mw96
z<=-x}75@O0yp^=IYpdlw#p|w*)i!-WNoQi~RqtG^dQ$Ume$lG5-QJqhZL8DhZM!99
zGJd+D_8h6Ky!>BzNnxVoPo!T|9DwwTeDtBEbl#59T6*uy<k=eKoyS~iE9R52JEPTR
zv+3Z|Xsk*!)}_?e>&jnh;c&Fo9Y<8QFL#^OzLV#_U-KuJ9Mseb)m+KeT8~_6B~jB`
z#phGqYVP&T+vxqnO+ileW3C!{HdO2HB9(yK34QvCf`a`+&biufc^N!k5|Zsiq`bV2
z!Nik2E9$v6tVPc5SG{rhchtcmS+Ep^p-M^}PpaFcN*!@ZQWB<=NvKB2$OH?}0xL?L
zDSFni>PO)%_>Fp&^k>b>FE6<}Wq+DFQ<)mlis4nrMBONKvpmVy6*lJd?FGHPV!Ji!
zuFY_`+7|V?(z=^<-q79o7D~#SV@szu8cx^#Exx<|01|y$>K~W&yu{>%`_VSG)4EFS
zb>-HY&>GsWQgcC#2Y9cmwN;~1>g_9Xr*5j(Ra%Ef_qtO}Ia^rbs=c=@>b26)_`T^b
zOnQRV{-QZqW%Q_PkEnMwJuOEm(`vt1G~MU>S54IAE7ps?sJU8fRCSb0ii-6=akx^_
z(^1k^RzB(}>77van@4)=^~dQ)@dVV|>h<U8()sEep1if?tK6`>X{KtdRaE*fPF-$P
zH!8%tU(2R-c8H;Vy3avS{i5Qe)lyTjUY$bSw&_iF6?GV5_-vCn@x>)@%no}I7*ozU
zD)iZx#b%dK%Owmr>SVnYz@p3ZlPoysp=l(FCJ0iL*hbTdPSBwP)B?vaHmh%<2pJnv
zJQ(Hw05tViFL}SBdDBT&<=<Oqeq?E`Xwz3;9&+IA(^YAmQAev7tGmBaUw*lDmwGfk
zUiC?N%9Xh4-7cwWpRQWp#XCWMAwPr%tQ{rmBb?lr<^KRa-DdSg%HCV)i`9ciYW-_+
z(?xpsmMi`Rf7Gm1RIzZ>_DX#>sqYpitrp>9qNk;;wbVPPjh9t<cdx$-Zf*Lf^mWZo
z#Z#BpH#L3ln40fY^Ahdp??YG`ufFK3ZR=c@H7hjq_PR@TGx~c-T5b;CsHkjqduQ;S
z6Z|>Wtc+SMZ`Pj$B$0qJKT>3q;Lh@K*c0P*Ga-U@ySRC`5Z)z#;!GuPFcPVW3Ar~~
zed#c#5}LB5q$Ie61UehqX<n_MTG^^;RJfdppioc%D#o<}<55Z-(d+*JsBc_8w7(a<
zZ|VO4lD1A>Qdeu<U(#P~e6!J9oOb1=X|5sL8)~}OxnW)6i%46p4OwjEkK%OHwuDn#
zl5EsMnu+w$JLexic`?o}Pdwn)9Gd6;n7e4sZfI)yDjjF1FIOvd>b{1i<7c;C?QW{^
zXt>?&7iv3=isx&(+b)*7t;XG7YptWKp{#n9*4*RKAHs*x&#s<$>g{{#KhVy((A>J#
zo|k{K_dAZI)mJ-ncZ9vFlXEoo?KNV(=}l9n@6{Dndma9!x{FhbU5c*RZ>zP}SFPKX
zCBESgP2QHhRQ@dfvbAol)^wE|$9a1G$URMSdY+cqq;1yvYqi_^GRC8-q0^SS8&wm@
zqN7K(L!|WE6n6VPiB~JFx{;LDTq?ELo5S#ViOD%<aCtlv29iRi<=b1S#3bkD-%P_v
zb8TLXiCLDMQE3Hb_hwv3N2_BtROZPcYH@0!O$NzG03GJ3BIdLMI+0lJFX7#I{9wP{
zd#*h%`d0MCYP<3eoi5(1HFq&}c7Uj~SKRcEG$~r;&G|ZWUEJ;#yG_Q|bG6r8YZY;#
zw(ASUuFt2Jb<=Fy7^kQjmxZfzm#)9^dO7u>`HWrU#ot+ThevA43r(uNn)9tR&F4Yc
zuliy7m0xJk=84o+8vC6|X@yYI+$b(IG=`-sscx}txk>L&;=lN%-@grg6{3F+KTDRx
z-L6*tP1r0NTbp!O>rSAr(=S>ou6k0hNM1DR=q|2ZE>47@w6fLK%YM@p_B(Q}6*|Eh
zj^S>zd|Y#vpPc*W-Rg<%c5@$J^BVDEa<-DwNv!Wzi_`W*)Ks|bMY`U_&FAW9+imi+
z{Xg?GpyFq#PW5ou9JKy2<lN-O8-q&VILe%QZcs3%Cvjvc3PVr6=zVP@Hs;OB8&c@7
z5EHQCwVv2yr3qTr>HxT)OKPfil9DPE0Mr^DRgX;l7J5_W2jbDrPgfk#)SjWO9G=$+
zx!rlRZP$H1Z<fwt^8=eYvr*nEbe)FPO>?w0M&otAUtLFTve+-xmoh0V6gG+!S1Rj4
z-><?KSo*^B>CgUoax(YmrmNIFOR2DHT}wsG8yd9UqqON;UGCjts@2+Z&#P<|HLX-@
zn^oG(ntO#cH3c<i@N0E0pr^Yk$8Q>c&tJjk)K?|_5Bi(`0Cz7`Iu_@uGz}J#xSJ(4
zrk2}#yy@+AMOQ~trgbGYnY~=B);jBj3Vyvd%G&F_C2pU2)m`mza$=P#_v+VU{87IU
z4Ss(TuSIw6SMq*`TxiW#%MMz%dDOP&ZZzDiqSa1R(O9)h59y}R_07#gNlx|QA*;2U
z>+P1SjSV~RTB&NzhiP4$Vf;%Do%9BKI{ciPF!%9QdL)dj>nICuRflBMCf^D&&OGT_
zhj5gq)hz&(;>bbSaXUrOwG{*awG;p<qqXYzUZ9%Xns@{Fq}BR!=7*}STYKe4Auqm^
z=yb&bw3jkDcV3MtXKeFU)u}Zj+QR&rOGPS>!`0}jwo=!#aO$}Wr3H9#O|qsaC_MDC
zD?-|k@^t-mq3g3`A*##WLYq>SdH@YN<4mPMl8^-g2T>{=UzDVB->yDL`pV_cHucu8
z^>L;3!nF>j=1#7+RdY)5Xj(LHF?CH9!l~Px?@VedeKT5e_QmZ1SDHH8Yl}A;C;qi1
zz#dvUK|g5wjBaESAc396A~qa%yd4a+hDfz8`X*XxU9<<$FsY<1Nl4o%m~l#Rz!X#x
zTqS!T1<=ObVMS!B*RIaUNEZf#4jNLNqm#8gx0p9S@2)IV*HWo+!*->$RYX#HA#GAp
zDaVMIA=lV0e=+MI6UWgv;PXSyzHj;{^`Gg_mVBb*h2fiCoz;4qTJt}h=&8194G%%6
zbbZQ}hSkdUESg_X-f#Ma4_TbM)6?n-ttn)ns;a7eI);t*DXFf$N%~~`I=xDIne^w+
z?^PV3yJ%`2U;1;TxxKFGFPggPr?qX#+f|y~s4A#*#SJZzuHA5`{s(b(;?l0S%PkVo
zZMaezv0ml6lH=CiTKb#k?<b$Wy~`eLYt0M&s<Nw1>c+H|slI7;^=6$}eNI?4LDQED
zQ`h?|q34U%yQ|ey4+mB5)2M;d$72jJkIBwq(o=GVc1CVZYwvd5M5N10YGny|wwBYI
zMWeKUNl7YB+E$IE8rdzBsDrYkoV{J7n^0D@zGU9^&NeSh{*rm;>lc}~9#nd7(Y1WU
z)pQnnrlVatT%@wLjXi9sr>An|UsrLeMY`IjO<gcWHBEn0uR2&^$K6N@^?%VP;3LiN
zT719fRqBVG8c&pb$mFiQyYjx}%k62SwOzv9ch**Vsx(!aon1tl1=#GA$yNH#QCnuy
z`r%2`I$`Q&(&atT$E<#l{{WK*$*PLIY0mC_UpX(Vbj9N9%LVDaQ1fk8Ta|~F*UMvi
zm6|PeX|P`^Y3gm4+v;!Z>EGhbn|7#T)Qd|mRJ6@fTVlJY9P#{Ib;m6E2hQI??$=zj
z?>)4yKlzhgc=a>O+S{)!@3#GYNzI){eZ4Nm){re-R+}CAuIp{H-)?%Aw&0o;sU4!J
zrWBT{i+5VZG0xD>;~16)*~Ln>yghh0T+-0fjx>ptI;rQ}ZQ`b1VSt9^)YE;$(j8jM
zVMV)ZAq}Or+;AE%Y=q<v&d5LnT_lo7H%%##j|n|d`f%6&k@@q?e@`6HsMGcO*Oqs`
z;Fo)@ld8Jc>07glq^GQA<EO3{t2Upx*IOQHsVPI%c58d-eX5Fg>6v+l5S|O7udlXL
zw^?qitGCs))$LW$RJ~79-&z*afe+KIw^A0`mW6bvbs=Rc1tjt6KQKQIUs~MA^slJD
z63uI<^oKCHZFa4+RA2Q?e=ym*^BVBGzN@nG^3!s!p?a9LRQ*Nb?Pg-7FWwb&rKNdp
z+$r0tq^qZEo&Nv_FT%f-KZyn7)Xs_KuQauXD!GNq{Sl*eFDdl>h07fqI<?E?-u-XX
z_q{;<>rd(@U(*_1qK8XaYY}5+lBv4=cW$_<we;H+X1ex|p5$dPr>Cap7@HVsnv%s{
zkwTqqx#X%{nS}Q!+f!jKyp^d2rM8q5uT&B=lG>EwP=wJ-yI`G~q}&>i28Q;j6wbrn
zpFmvb<Y(aR_;>Qhp4{i=CD)r)e^&P%U2`4v=yx>!rq((-k67u~+orYEvRks>Zx&5D
zC@$2MLicesHr+{2sH{n#v)oZtYfldISMf3Y2KlJ{)70(Dk~K-^{+HHQO+lh<wS2nO
zIxA9hS6kW}xYye?UomxuFKsoATv-m+(6LnJwA8oS)Z1@V7P@OyRUH-Ln&0uw&Hh_z
zUP<$3ntYknp$zK2RdWYf^2=2<OHkAF0KY&$zu(8SCZ@P)%ezffQo8*$O)_qFhg8eV
zKK(Q4Lr*a4t@~~tM!yVC#QDF&om}Zt+=$X#=XaVKb(?*Pvi)&-(Qwiic4%&v%971>
zJuO9Athc*;*>rchYgJ96<55n?X*Ujsf4J$hU59I8cN}746veS=*F)(TejwfoiMdDI
zYhqixDVS-rB3OX82FjmpwQQxg910rfm^DjeAt*=#)=6_@iV~_4D57pG4YwHYA22`4
zHs>Na!Kyi%$d6CltmVBPuhEX_8_k<hQ&8%4yYJHJ#tq32TWtD$s+XzGo<M1f`*-?P
zwNh!#J5-GtXSQF%dg<y@@htS)%>MvLJi_(Apm`C<PFQOlA+4_#9e<{@#<99;yM6as
z+;wejtxxj?_D#c0SSu;&Z`yvxQB_T2wCb%trY?@O^=PcQ)A{e~S5y8PTC>u3ru)aG
z+6(Qk)$MKiqPx`P4b`oF<uO&yO@9=;)=}K=R!c^SthYU_t4%GElELp>EmX7>R8Ow5
z-imAO@5#~JW+FhGOmEnkJy9f1;&<bimF(^rGli`<UK(%-v`jRXW-$ysxyiO2!rxPD
zOrfdA9ZSHrr@a;RE~U4_sl6it>h}G0ZHinaTOx`HB{fYcrACBOnV9wS@l^F^=%>`p
zM<%F!AbMW6dT~!LX*GS9U9ircq0?2@S5b1LqOj7gmelaK*4vq(p<QhqMMb*PsHq>U
ztDwI(R2jFkZ1NZrnDY_Q<8rBuyw8y{zpH+$zYK~`Og@MGJo>|P)NX|4UEiM<?JcM7
ze5bHbw{N}j?&YZTeyrBD2&k@A`twz)sqGY6df#oo)zn%vWkr(pd!VCTw&K-eHDli2
z!sGDO^&{w;mRyqjL47>w>o=;ccj_;bT5h6)k{3z^a^>w2NzFSQCa1LC+18rAvd=<k
zY!-JaEw}ANlu=S%Td7MLak{NNsne+~IVT;#up9}Yhdk`^Q!_UuAl&T4%W9gQW!1Rz
z4^PfAzehq=R+P+4eg|YHyIRsvNHpuNQ)YyOsDvaci6JyQDbGrT-uJ#=EPk2&Y<idU
ze#bFrIStHO-4|`<y@5J&UfI=ex7_X5`&eqBwo8=v8fVo>R+?LdZ96se4pLQ$TGvvS
zhzzZ+(_H@m5}R}X0ER8U@ZzE57L92XclulVob7U{`b}q3abGiB=B2{pRZng9DQ;DX
zsj8~w?Y*n1uct<cr?%9rw|1eTMHjGti&x;cW77Vdb$6}aPbX2MoOb*5r<h)=d0}?d
zdRFD7`DbIk=!(1kr&f{{ojs)$ZmP6iAJR21=r5(zb@uu_TIF@N^qnVcx4T*LOnv|)
zlM(@wkT=c`?I3~xjyHHyy`Jq;D8(h^+b_%F64Nj2)tAwUNH$Y0r`E|qnM*CaeH~7f
zvg-~dK?N#E5n;xT!ig10035bdK{N*{kSj~qSoH_hKjF1=^vCF%(l4w_hc&eJs$<nn
zCAPYQL)xjCT~?f@yJ<Hyaz#zfmgQSY<Mw7nJ)ZGKg*#bKb*NP}&5I4flA_Q$^~&Eu
z9<BM+$PQ_GqveMsbr!1RFD4kgRP!5{Y~1w4x`xe5r!6SH>N=Z!p7VXTYCTlOnzFi!
zwxoAR+3&6C>vF!b@TwYgmj_Z*^Xg@~WxVR?ntA7%r!F|A8+r7w+wUQwN)YR<(^Dbm
z0z#Zi3?afpErk1V&A-P7oSNhC^yQb~@yotb=&nv^{VmGfA<AB4Yr74>tL@jCI$ulL
zDy<h*kzlxKno1oQ{<v{Ai|(<w&{y5Bw+%&4dakCuQPJuuyKOe+WA{lY%#%`nhl@;1
zVrw&VlSxdQGB{h0DcT}gr-PFZG{(%kDniPX=np#H#?nS3yH!aAARrKt>lH48QUw7%
zweri1c!}S{&UcA2L<l%NjN$+?3^{=x1RQoEa%9Ae<dQbT@!D@hwLX=o{ZR6vuhzvD
zqq%xtrnu?{xu<T@YQG}&aHeZVY8N!U6HaMrx(!I(y02UR0A^UfF2P+zcSVKElCAZW
z)oEq)diVIs`up^e>W@ZpC(@6go>(_=<j)|jR5dnjdqJZ$R++fdwQ5$Q)2!*6J)ZkT
zORH|0cw6o?cjqtKy_T!$?^=%YQ*)uI)D`dC*xXIxvn*oLIAb_e<jXTHsrjr>Y&D0;
zG@kGTspSO+W{S|7%YF=ookOT`MyQAq3JR38iVy;S8Am#Sm>J&SQ%L#VnUNkzGw}y#
zBN08e0Qm_3kuXG@{+o{2?jtdn<JQYp;aOjM{5R--5GyA=Y+8cvbkt``(0XdIX?iNI
zWg_y=F>m~}uA!`b?QqR{?v%F+Wv^4w>FXYmzF)3-BI@P&$~$8=_kGVbd7sKYXYyB4
zjTz0&38}ett4+F=?sVR*wN+VfD7M!v<WSc+ZmmOg46#;epET-qw0p=vbs)C3)UDi}
zD~HdyGSsZn9ClV|`A6CzZMcbvQh_koL#aZX4eg*Q)`Hopz)ID4ib{Y5K#iajE)9*w
zRnC_g$E2TzkE2gtUaRcf?|aclI}a$W+D5|dx0@{<cIwVfHL5I{ipz1XqSKcIX*9U*
zsI}@p?A1l3`diyc($?zJZeFCXwA-tdUf)&y8G5Hzqpww(57cw|8p+POeGPuP*Ie|4
z{=M5J7O|zcF;`6GLsx36HR*P1iGAj-_REcSoVywd)@j{(*7L3OBk2c4{tbM9^oz=8
zHJ>)W7=2C13chY~lGU!Lv>t-hntzeC+P=!=qMK8;#Z9iKnU{OlG;E^hXKuZg?V53x
z=$*C&C3TM3P00L(-D^>Bx!h~pY1SLBuB@y>FV#I<`$?&&apbh^eM$H0U2QAqa;~HM
z`jw=-?5)GcUcx8jdr1C1hTU#=3waDn0E{+s4p~Ety3EsV&O91i=~~jXp>p9KiiCl-
zRN@yJib-!`poM}-^@4yPf}d1WCw<SYoh)O&KBNBt5dLm+bJZt2JxcO=;i|nhwa;U0
zrqsN-(AvcgSX!}JtyI=Z4Le-rk56dJMx~)$B^j={KXTH{J$1cZ^%cs!57geS4^?SC
zgne{#fAIC^i`@L=rHhu@lUG#etNwziwsT8PT(vHncE_md?A7(Ivek=FX<PNS>djq>
z-l}Vzn*RW9s`_zRZL3vXrsr~@tLDE`w$H<5pG4l4Z$6lAI+<Rt>zT08`lz$&3y!y~
zqqW@WG@V*C0_^Q-J4KgGqK@sWDe11%4`~Lj)RyaAWi^e<?L|vB5dP)P-@^Wfl-`TI
zEc(2l=jDS`*ZP*K(H06WN87AotC%*ONvo{7p88Wpic8D2Hyd>`8h(z{P~DkTsK4q9
zJqp6xt8SrNhTXtSgBWzq9_*B?`-;HYlb)1uF3h4u3Td|8ST3zn{*KC(FEIPGTRSW7
z0Z^><_KL!Sia>CwBpMY_TrX2}ft{&n^GBFE(^B(`nY!<p7s@+v)qKv@`m0`FX*A`g
zp3i1Q`&i$rwGG*uEsljElGABwy5mqNEtH8xExL>|Ou|yjDULzp&aJib2b(;w=GLIG
z*>%m^mVCg`Ji?^qz1g(ZSTF8q-A!xMiLmPB4|bpUP3T*Vvgt?dRH<|oRT9$G(t&Ty
zZ5hmNLh2{Ed#m|#s(DeVjkcD)riWVD>a4oPuGw6tev-X()vYxB6&+`?@u&7%LR>-=
zrq&4Q91x|gYEslnl%*1-D3YS1lBE+Ql1@p_e9s+)DVKU!Hs5ySs@e^tG`hB?N&*5~
zS`|W#gFvJxTEgZuy=vanBHxWrZ(Gwm^R=^&L4OhNUiVMLH=dT>c3e3}qj@Ox9)h)K
z+m4vf)o<2OYAc-vrPaEct6AzA=k4~_Zkm$h{;YD}Q&{~mbyPN+a#rfxLe_lz%$PH@
z{N^Wk`)3Ct2GIsH^SIndh=C$R7$9~eiJlN3{<#2{8-BP0ee!XhF_V;+kd|UjQNHS0
zS+LVhg)P8_#>v^+bxK(mKS@N=x6&ykN+g<-TAK=!Ly$J|`~5!kPwG?9-!r`w`bFgT
zA$>O7xnt^Ul{U*=7pPut*699S+Sul6^csHSO<Pq-tF*P)>U~l#8lvX?@hjE3V$pH5
z+gY{P9=hrVtkhM!d5I)#08Dw0>p1LwJHQ-5P7nRZk3VmX_TZ3X<PRYD_`%8B!I=he
zl9Fmcl`zWRT2}k-lKab;SX|4hd0;r<Dh;5lhLK&AASECW1X8V|Q%r!c08ju1Tm{at
zQbZh1&@f0j0O$Js;0(tX3|7|DB}ihe=9^QEJhq#4NomJe>J2#KAzs^yZ>>QEXeA*_
z0}4>$&Q4^3@^b<X!ZsQGum-@`liMF+JIIk41AVs{5O-pqb@QO{CY-7(QJiDH+in9s
zvgH}HUKXJhcKc0g2}$X8i4<z;2upoRskJKISfWA@rFB%OEzfbq1ufcw<rKSVSwdc;
ztYCz;mAOe+g(Imca5~_osi$#jTdOSepjI}9!WaDh;4NaLllGhvGrmcQ`{OZ;XNNf*
zwv2caf-*b6Kj%pxj0FueJPp9h+$+S^{8antYtU0&+GQC4#S@A`8?N?8wp8NlX&qz-
zLuyfJw9zWyw*u4yNO4JM6)6S8G~Zg$L)ckCQcG(cVF?Lwu<H7i3FxOP50F$Oe{~=f
zl>~(*ZKtMt51!I7KcN^92#Fp*N8HYQACsKqtGV2FCN21BrnMaMr|hL+e|O)OzRaTK
z`f8e01XR;MOtO?HA@-Kbg$qD+wREf`!rEFEl|c(akfh2~4-{|)e3C}~VrOps=fB#c
zHB~gh)YH^dGMCUBcrxpaCDyu<u!loxNLo75m4vIQJwPfYDJi`EEmE@ascMd>)FdU<
zKSfRNbs;NCTun<&w^D}^7D*xC93chdxLRzX<Hq`nRPeU#_0I6W500OIvf?rOWDH_w
zCvpfR%t`pj`yLJEa{&IN4&+SjoZ!yboQSEmIHZ?t&M*qxQpF8ph(JS&DoRq_Yjw^a
zVK9V+R7;3R_ZRLcxx^O5wbz1atK4a_v;yVAjZKEq=SWc|iOYkl43cF@Wh!yBmlD`<
zX<$zw&ohuTHK@~>^Dk%LPITp|zZkKcA009ye0IRzWEtLINs+>wV8?-(Cvr(2;&6OO
z99%A(q`X_GrhTSVr2DCOG?!8c0mfOYO*LAOpaOt2$#y@P2sjDaI<^~a$LVTXZN#N*
zt=1iFwV_36ONdg^5~LNj;u5~7Dod#Zlt2%SX?t9AuJU)@)vOQ1d;EIc6lW$sF8IgK
z>zI)sM8+{LM2+x1;B03QFn5d*@_2@Ews1C?@tyJF0LOk92fpNi+ayHHlO4Mm!8@58
z#R#Tb^}igmsX1I)v0x_|K70QF-+3UAKruNx%#j{EZLo;O_?ZK98)i7CGH1j_HUOM#
zb`lSHf<_~SG2n^LbM`+ZoNhcG+&CT?+P4IoTQVueqnzDetK+|(=&7+2nV2!&dt<?o
zxRN7o36M#c10B!aHY0qUz|VPyREf^}2oQ0Y$pB29w-W~(G1yQ3GbLCAWNk7AM3cTS
zV~h7%*2{N0-10S~Ua1m4bKfJs+vgx-wkI3}p5j0~<71t?#$o|a+la{A{{Vs9_#0!%
zBeCpdgWIQn8UAU+fjyuBn9Ljw6*S17WqA2=zJd`TWd4})CIH`P5fO}mB*gMYhtRHS
z2L;099H+B3ND(M@xnPi6WSA(YNgXdd0Fy1WqOi5KmC-r`JJWj9Y=$UXPq|M-{5S7_
z3cjMOE2N^CA_`hxPr3Zg1hfEkYmIszO01fB-)e!hhN`P+z;EA5M@Xin=;;WiND#LZ
z0q^BU_doKpaUz)jIn&%|J-Ws<&{HdJrLVe|-=;<~+Q(W^*(pD>T2t9!O(9KGRZ^7u
zbV&aIIhti8o~pHEy-*62*;1iOs8KC&de&C8EoxGhr4=n}QBu}SlBJSmMDA2XnV*qP
zbAo;cgSo-n0(Uu)z9)deINXVVN$g|hN!~`&Ip7YbDpx)G#~tRvhnb*L>$URt{4c!9
zMn{t(CUG)MLEp$Z_#8Rg?TMM}V0knCBndObWS9ediQXd^@?gmz4%vWs34<i#1ZUu9
zv~G5c_##7v`JNW94=NfR4PwKbncIIo<0R}ioCv_&k;9ym18)RIMkWjh-g7zIJVHU8
zvm4`KkU!@38U6Tk1pGjqkAu=S+<yDx0`uX!T4jCweC-II-UOb*JAvDN-yMt&0XdPm
ziIIsNiH-bjNXBD`@7{ZFk0KxqiT&}pkhj<z7@6@I!8r$L5d^@`5|!i2EWtaeT=OSU
z2$&>Bask2I>^%Pfor45+gFA3$XS8h*wq`dYILSF1h~g8rVE*}xjFY$AV2~v5DToAQ
zpX)L<`6DJbn91Vt8tHBvXlxGtbc9My-N^z5#~u8^lk)>P;ZMwdv)qq32l--l-eaUk
zz&YGb*qq=T{<3x=dlDxR9mEeA$v+*j`9Q$W4cxNQwxugg)~}d^O#W}2o!|gFfw&;V
zji!Fw2~yCoq$x>KRFx$_l=Q4Y3JL^tsU%8BG6*>Yh=h#hNE?&b98Y-}+Xo&*A8+V)
z%#PA#HzR2>XAWHpSlZS$9JH(>V5ikOhMJ*@q+V;5^(cyU)l{yv4FF&vwyOi|fB=XM
zh#!>xQlMtmqo@M4Rd(w&$@=N{YAfxnE~S<JSzS8VTLG0qKm;U?lA#1g8tI=q5=r~_
z`^5PNbCbXiY>yZd+-4+4i2!#SPY)jrbn+YRt!)z4_HXNaY`?^G>+G`2+I`wLz4b1l
zw%v27TK$zCpv^rMf7CXgYyyVV<L<Z;pj=amNKv?5E|06LQfV&NYegDaQiGR@2CJTN
z@QDopYg&D@6@m)ZlL0`K{#9|QNhj@@GtveyNXhMywBYt6_Zwrm$r5wE(bXaXVB;i(
zcT(C8JF*;)g|7})=yh&7#=^~oH8if(Q{L=whr=yW)m#xnTK@oAmJsR~t3xfJvJ#%P
zyHJES6cpmaf8KCErS%OuX&g4XmlIr$x>VAZt5)hkQ0fiQuA$VyN`ivWl9K?WNS%C;
zW@EV~COZlJpyoz<N#eCNRaG0wev+o5k@WunBh>D=!-*0MCC1BZ20$VSf|;CV`#rH@
zbu_g!ZmEjOYKm9W{LIuewjE3o47TbJuzx8T0thlp9w>t|1b2ZObjcIGLC*QuncrZf
z)%uQv)TxWLLe*H3ilx>iiuJk(0Hsb>w^FbpVwD0iK$2!BP$lYSscP(YI)IlPaoVKP
zJ4s(qT}%?~WhFxj>O#N1Z}J9%q8vkw6|$%g8&iPYpTfi44gStObBqke3Gv%M%5n39
z1H^XhNjs8E2^c@25go?B!81LM(%oK<tE)=ttv7p38d*wI-J;;tbFRLWj;Bhljevxe
zj-Z6B^mVKAepK;IyMCE{inqq1eu2cS{Vl$-(NR+S$&vwfu8qahwyyEg1Q0xszYZL&
zUb#d+R{i~aZ5q&2j=-eJ{{X%Q(HWc#q;SEEnZOv6w1}KQ$dTlI%<L=ERZ99%NpZ4V
zU8+D*DX8wW;-#<78us35q|*@SDhpFcE-fvR@lUeb&Nsd2&R<+pc~xGcpmLgu)BgY%
z_EuSU>#9&xrrT{zEyO&^3VPirQ9_DP+@7@rhE&TdP|#RZ4{k=pz>$@2yIbzdI_DR*
z*4yRYlydV>g#Q3(wF5<)b1nc}qNY-M(zPIu%g~i3q2U5uH1z5+6gc5^t!}AKxK!hg
z6)kQpM5$^~l_^A!N|Z??sFF#U-;Iw~Y8stKd#SCc4m8V3RXr6l!h)%(+gS)fNl)c@
zY9()AA8|@V^rQi-?Ep;el5la7egFUs@FrmKe`vmWb^BljWae&l@bLQSXr5$m@IWyi
z5dii(MmvZcDVZV<d7j|FnG-ng1n0Sd37+%*IVT2p$UkX=!;z8>M9JC=cR8N>AG8_a
z*IjRm6UoGk7|+4M#z8qBKd9ji$liWNPUb&j9yi><jO4_OpFe-nHlNeXvPjH~fC&4*
z*lb`#_8B5zaWc+;TZZa*e$DWS{{Wz!yMZPI?U5MHF^Gad5J-=V=e*AO&(0uurcO)=
zkAV<R-vE4M$ul_Nf^+=a{qqsONrV2lk%?Z_;a+taTdPu;!YB5?+(!QZU@%6+_Xa!c
zP%-)tOvujANDy|3!0*0zh%u023}nQNea6{4#yoJ$oOdyj0nf+5I|CTb0iGWJ0Kc!R
zNJP9Gc`-9FIN!Hn6C1_>AdxaNJ%$Ht07fSSK+I!!k~aQWJ*V}OJP8vrel{Q?Ng2k|
z1Ok7k#0bt~u;HG59uz+Mdn<cFCaK(HpWnF~pF8;-jBrfG`0a?^e|@JTq?w+=B;z?h
zXz>8Y%pTpu?g`b~VVODm?Y{efcAvPKQz}qfOAdA2l}&QiAhow!to^Ym`)}ud=M#wr
z2Ec9%fy158cm!s5lQ}+ofDf3!h$G}k1a10(fj=AXgWR27B47+0%pT@J-}jRnaHr7#
z<U9>2`!YJ(EJzpw8JNJtXYIUa0BmFq9?=sf1kZ>jXK5fo?X>QAhsJx2piGF)!ZsM(
z6S)$~g!wRg%#v}r-zGqeV~RArNx7wIZP(?Nd$&Jsd%EheAV+)?^MMD({qqyB&yq)M
z!Gno|<Q?!&iGdNA5jZgiVYWQ|guuo`Z<qiC`4iGl>@(U-WC@uVpBy^Of^04UxV^I*
z?o2xCbTFl0e0GvBMC1H-?oQl4naQ6RB5{oNoDetg2uFC^B!Q0^0~0$>#z%3%ox72M
z03|aXGZ@Eh{y3G$*i=`JnOON=w(y?Mew`l=37He0xZC14%nX?%?hNh4!YgYUVcJwx
zRJTm<0qS(V;#qg4N>W3OC1DE*QkI|;m2{~}Q2t{!XL<hsUyKd&nK?7tzFhY1Nt_Mi
z0&s9U=3`+z2Zi_AnOjPMmhxycvi!l{rlZRIa@`khRIS9ehZ|s_qbUidVWqD!QtQm2
zx7L!90qb~?Ka_$eiHGS{>Q?m_LjgHrilJ<%oI-=OiMW)`WE7|pNf7{XWi#47cI-b~
z_v}p12&!XYk`6aB5H^Sy5>@em#2Qxixi=T4M)`t9cRVQprgjwIY&sq`j^S7fO0d}#
zPKO&{+AXD)-E}WI+eVF&+8uce)1lW8j+Cv`Q?Qp53ew9!ge2mgn$Dcl{{Z>qwSVh{
zKL;97`w!W_^LGILCBnbtSdO@AA_kzocbmn~PG)|!>;r-N9Ah({F#SLhb~wgI$8)w$
z4tG089KWnNS*mH?s=rV$o5cmi=dNWm0matRBC*3#8+wfY0D9<0z3uyyq3}|LIO1AN
z4mf#1NhK=<DheS$fRd6hKo}_^HpCGgM;nR|6HrBmjkMn%k-ei*PiXP_5U>01725ug
ze4R7{hGvz@Bu?k=yaC<@Nbe^Da}$HYpS+9#iGu(f{{W;;MENl!k|%!AgN1neh}*yB
z@xqxK^%*3Ik+H-BG9%(AF~T@{P*%qw;bX(`Yg*FW&1c+iGxLcV2N5J^9sF)lQIQAZ
z;K0e-eBvg1iHV6h-9k4WJizVX4ghE8z>E(0k|JX<*qyr~SWxGXzCyP;dx5d7ZxZSt
zPu_b*PWXxak8%#cB<?UV2e2K9@DAA!GZUGCKdJa5w(~PNg>0cYjKM^~j0qriBfcg;
z+quu{!Y<=MeCw@tO|vI<M~!Yw<PWxH2H*)K<cx3P4|yYq&vA{XbDW>?gP9+cPEJ?o
zav=8YAV{3|_|EW005dtnAN?D|ez@{CFgHMDTbj^$?3)8lSrBM47KsvLI|zvY`QP;T
z`SHL^!OzLbnZW>KJBS&?1CA+zJCXLCx1Sw`WO&@fJ-46CPJBjV;y!%LM+l@-D^S~i
z;?{#&XH#BUi4|;jJDL9g0poneCt?P8CUcDT7#POe_kt$_?qV||AZ%u5B>w=c$&K@o
znBpb}WAPXm`2)e6$lvFLKo0AQQ!O@Ykr`=~vp0#8uqR=YJ%r?EZqN*QF~X8Rrov9=
zF(A&{M|_;|9K@d(oE@?OCOe5B49t%FWoWFoYl=|q9lEXdR^k{<N?KZI!_F(AwwF}2
zrj@n0uu#}><drY-q$yAUUn}ywO46BVFG^ozldT7{A~lR`m>u_@zsF%PGd~^pT~i`s
zap3qMc{$Gh0V9pIT0)|Pzx;0NXtOSn^fOgN?OG~sX%25uPeo1cBCV#=`IcF!Q6v;L
zmDD7&#YY>^w$QMOtJb5cZPcl?w@%%n)l$$~fVQ-{w{A@-ZH9^+L<B8M1+^s|DzrM#
zb3XxpWJ=^SHK-z#ud8Z;1vlRL(lp=K%zufD=5gFW?hhGzeS-IP0an{pePe4^NPVhz
z4KP?ri3_PcG|lve)~Q>mfR#!7rZURabo8a<SoHOx)Q2h&QB6?$YPwwL3IPEW_Zp~L
znk1DdR5I^c%95pfATpeN%T;PCzq)Q0iszeq4zQQY6pns(37R@@YM6d!Tu>p9e>$i6
zqlLJhUs=n`<43GO6aZR;>-2L0S>`TARppg;Mbz8UrC+Z0OFG$bBBF)MgEhBS(51SC
zJlzcvp7&CM(Ip}DFQlZQDl0-rThO-R@Kg7#MDtFl(=L?_*{zjrbT|O0O+sF|Q>iNr
zk{asjLRHeVseLHYw}Bf0h{^0mejtyzJB|(h48&kW8Q%mz8=3F7bw-2E{{VNhNVF$4
zQk2S@G_8e=b+yH-eMauBUd17CHXS!)w4|)LPf+^~UG9{GmqfK+UR5Kd-k4P}k8KJA
z2aG+(RO%bQyZl1$T=HKs^*UZGQaWX7{M2;8no}j$4jI{GY)2aTIlvNk9in3cas3WJ
z-z7+cKdvJgJ%m93K_l;wVN<@_wDQUT3tIlE8P<fP8|n``d!-_Kedl?YJ8UB$%mO4F
za7oCClNs!M>@yoiae+86?Ggx#PlK2QPIJG;RTIG==fNK`Fnovyws$1R5yXsu%ExwO
zfsqGI+FHWkM2YZDah<<IiI6iRF(h~=vGEwr-MfGYfCwGbcQPUs1wfEwk2#1VyzP^X
z%m^Uxr#r^|#ODKGH`u`3!1zFDGo|lqdbHofTGbWKh9pTOA2`|s`QNl}f#h&bL=EsU
znF9tpPV=|iaROw6u*}Ihk}_rp+~flo6Owp7+Xxsv_K6U2i81m3BZN%0K{em5do~&H
zCxNKpGC=<T1Dp}OpBMsn$>8ewGB!DYPA3vc0OxIpFe8d`Oa%9nAnbnej~D`A8JXZF
zN$nfKB=!Jy6X5TR#6Um*K&>>c`%rjP=S$pIbY9U{R$JdiO$}4@bq$$A)XuGkLBSv`
z1t+ADkfYL}5(p#>vAtf!e_Ay~l8XFXARCKk_+{Y<N{Q+fl&A=JC#dwc^8_maPC|(q
zF(eN;ByRu+lLW_LQ~v;H0GS(};(p>b1xH|a-#OY9>+9bFnx8A&5tg~~6&lpq+w%1O
zo4X_3)0&O8D%aD~X4DM|7lM>vA)As4=pR>6DN0q)Ku9h)I;3j%OC8?Gq&IZ8zepTP
zOKvy<sohD)_NrS_*>n_%mYiNU!OkF&oCzbm3_u<6Aozj^$9dRodZzbh{FK#&>Rz6e
zP*$K;&@CUzP-$uk(1H1kmV;~C^Wp`!F1LGg;YgIq^(2FP8d}v9u9_2>&NcZM+c>~8
z8T%iAdqxIeIU7#cC++tq?0f8c&l}QiIx_T?3$?PRPFENLw!jkgwM&RAe%n&DILbep
z^3uGw3FsY3NHb+sqicShb(UJ%9YaQf0*$%j_00k#d-msgYFl4~w3>mR<}(3IwXW}v
zT%yzvD_c`K-y(7s(2e%59Y~X%fslV-NE3+PZL#y1i63n3kFm_}CIk%Qwj}dzvf`S3
zrx|$!rENTgHtH4s05wgorD-x^3PcDXO0!R^e;CHn2Kx^mJ7YbhUDOt}Z(0*UZ9xMf
zEC;euem0*wex@=v{{T$D6%s&?6C`}bF`nK|_#8%LW5(wMbivNV4+rBtp=M*b?spR&
zWKUr^Ir{`N-Jv(Ol{=_LRozj%NJjVskVerTY1{Rg`AOkm&cL7AGJAc7z|J$AE~DcR
zG1wn4Ht>E<4tT7^Elo<gY1n!43KF8zN^_*Rpp*p^q=c2P@+7E<I};JY6u%Qo>rYpo
zBU8v4-k(wKF}}dejAWnjj7Xe7Q~sDFnIAGgs0VYmZZeCtEr$zt8p=8arO?}rt<_Y%
z*er+oixe%?s9{NL1u3|A`);YQ98wQ*$xi?=U2}B~8C#DxK}fWJc$B0t+f_A6>gsJ_
zLav=i=};{wyZzDt@H{{ky)q)BE$7NHMtjcZ`hns^U>p<hVmQmQWVyUYT{)v^K`J#j
z2O751bSSAQbKb2}2w0RTB`qmyT7Yc`Q>sEpFO{r&Vu>`i(%MQ;?F}m}RRs{)D>ds5
zTuYML3J=x)0CupYv>RI7D#SYLk1bBT>fUic6*%J5wXA^>r5>d#7|A$D0|~+?B=EII
zvxb>_NTs7TXsuMrK&-loukTcc8MLtD(9%?}7xguQjfq%FR^PO0QX6$0We$fLY9GWX
zDb#+F(8I7^_TIWY{ac+S(59AJVRV#b)HnUwlI=Z1N3BZ;O2QVL9L_QQHX$+u5%=0V
z4jkq;JCX;Pp8dfjK_+v82;mSXD%as)Gp8?Q$+To%y4+rAEIC<F7(;&2Y1>g|m^acA
zL1CY5lhhId)KFBkgoTn24;B)46CH<{+hRlsnImqkrUVK7VD5a4vm#(XgZtp{r@!3H
z$6!d@_5&tBn8pZ21M8)@a05*E>1dqH_!588HXG~?$FY!Sf<|%&WBZ)v;DC0|W5i%@
z*kTNx-yo1<CkGMQctq#K&yh2bb{k~(fC(FLfE2GWrL9dk?;4&FDM$ch_{fL?499QK
z;%6g-6&X3i;9&Qd$HbG~cATPi^YMeWXC^#+LC6~^*yC(>jN*5Q&Hw}qOz?}H4=k_c
z@jIenUnB_s00W)#F@qvZZ{LW6kAo5LLB=OCNA)sHNQ{CaN!a{nY{B`N#^<z<m@;Ih
zAuuuAW@8b#oX2S40Zg;=%w=9Va~H}dINpCz*oXw;CpkI&OmI(a`(%<12Hml`w~WC&
zLQiSPA2AcYA|Ur3I|0N=fiMpH<NYUK2I40ek-`?QGjC^wYAe4pzA8xD0PHcHv6(Pu
z$&dy>;ZI`%arT)KW4PL2NZ$}bliLR)eS}DzwvFew8*rv_1mqarcEBVZ{{T;tVhS1f
z-lM8`Yv&Gem?VM$-vUo^H!wWlfdp_E{*mV+VT0qmMt^AIX@Ef@U}TBJjFa=<ZTMe*
z5xE0?#L1c1<|cO_@QV|~pMjGZgAykb<Ey@AMmSmifD%7h1AIU|<c-J%c!$93bGG}z
z0Eo^B$=?c-#H4Hv56;_0^N1J|198G8zIt-k_Hwi`uLHaR_v{RO{fQ!Tk`goIjAVHI
zq?i*13CNs?Nz56KkC1yAo$xzgnVtzV=j|ZQK1SFwKmhg!ggEc}zO8S{FX*mS*5^ai
z6}1#@f}igxUt20r1dx?`WCf(j{HqEC6(ppBM;o;#Gj#$G7`h^c_e^?FwyUXI1f&1}
zN|;I!)jO@$o;g&4qtrO)D>&Gm#zyfQnBT{7J01di4%q}4f_9VNv<&!wGF^MVp#lNS
zSB}4TgmR&;<<0y>T?JN`tXYEf3_C&=s3`#rG~+=DU*%c)3Uu_Gx{xKRE9JBGVQ*>M
z?V|L+NN^-R8L3DmJuURL^$i84dRAR|jEtcwS3-EgPu%{~-a#9K7>^kp#!}U8yxboK
z(MwwUs33=E(BSqL1M@BPbfK6Ej;9<zAwW#10zX$)_WNTRP<<;3R=HZ6=|SVbMQfg)
zy;;;n&f8T=kfZ(bo9m`hr=*0{He9D#rX(TL{K?;{P8vkuk^AIkW8ypa$nbdQt4(&G
z)9sO~^)0QMWj2s4_3KU6=Mvd-trXw!m(sR6+e}qFkm}ocNp%TR6<GH*KP(-%d#+er
zQqrXZRs21K(5R{uTyl*SiT4R0NpgiwDD@aAQj}2IH>ju@rsB4ydieN96Wgs9ORI&u
zZ4Fgof$1fNR<t7kpLO6priMV56o5%cCnJro`wZm}2T<PZ_9;x7XCD=p1f+mvG<50-
zaX*-4x6~#Cq$w&qg?1Hsp`eW&tEiZy3?wGX!2THOKpjpJ<vLSb68MlAdY!gJC=~>$
z!k#9%=^amO3wpNKRHTwh>KN&*L6T+19H(*bZ>W-~f1sYE^#G*+RO`!@?RS`!t@f#L
zZD?t}obo!{h|LPk1!j>+L2=aeX$SlJg3SfEDo9C9J82KCAOfPzO9~kPIF%9YS=Q_8
z`|bTL1C-V(9g|CDr$rJHk^liOCSO8=MoTU>l1zjq5EG<qJZ+LQ=U`6Q-eO4j;F-<|
z5(y?}C-m%bz6ZpkDh<`8uT#5Byt4D9XI^#Xt;d{o*A_`}*A}N1vN6=9sFfHU)KqXX
zNX0plb~%xr`vNi8Z@2>^XyOx}CmVJrAmT~P&LjFmp2TiO-L@cj?Viero)LIkE!NXY
z!=LH$ag&2MnC~OR!~&-un9lLH#>e#|zD5C#5!h^hLGiJX)&BsInFl6vVly)^d!LTR
z2ar4Ggf;u`r<W0}x5SFKkYYb+I~}0*+~@WIIL7JNiQ6OnS)TF_ZXwuXX@e#Sna<fG
zY>14QjtS3VA_3pOapV9*7#*`Cggou{XXmdy#wEGTMl<^NJ&E22>lr)~F(m!W50E7P
z04Y0u(IPmE;y&<vVmI&FcE%&W5t;r{KK<kk$&;7^_0CDk6c#y+GPYS;<M&hq;BUCw
zai1hle}Ft01p^(4C+D}3B0xFs-0g_$m!s}ka$}r+q&Z>BUr@Z+rQ~lW^*zS)&bsEM
zT~$3JT1ww<()Y{73(0=2*?6QyP15skw%F)XSwd)>th!UTSyyeQTeliqpRKM}@+XqM
zs(H)G?@av9s^>2wG-jovwsQXfnRR!aDX87m6brE0D=u%NQfQKmC8%kw_xh`?o`(Mb
zW2d2_z0up4y8i$SwK-PhwwGt=t$KLFwjb}zp`F|A9rSMGJQykTou22v+coY2yUy?M
zg&_nJl@89;skO68isf9h%UV-N>e1i*Lt<yZ$p>IJ?Hh21eWx2L27BiwF&k}|<FcNe
zJs<jz^=R(BXVcd#E<DL!EHu-azh0_}^`)$hX}vnt72dn}on=O-zS$UbJjIgaidtGH
zYO5=28DiZ@O#Q;Tf|{$Xes(*9@wNci$lS@1yb~O2B4LLed4}F;Z_D?7kjflFonyX9
zQ(g06MQwMf1x@XQ_lX3fXaf*}03;e5jVx$DG&x$MjCcP4(5K<M>Id-(S2#x@>vRiF
zaz9V$txKydny*k+&}uu)2B)}PXz3|*E}ym8uNB&w>cdt$wPi~V3uU>lVv5@3)fb!H
zhTU`HUS9em^&8F4PrTRlPs=?6U8*?~$$I;hznB`;RTLJHVs_I*YP;9A?H$IkwAa>9
z*sr#0&CZI&S9o@UlI2J5D7jNihxlWbT<qreCLYue@}rqL)0d8F%So{6gy~H|akDe1
ztmR5swchEd>KdoI(giKx7_Mpd(3k2EkQ=CdE9E^6>pRr1EV&u4eKqp;nfGlY$u4Tv
z>Kl(T^cAj}+~t#6SL%CRs>gP#xl-IID^o!8)>{>t)P-sBWr|B(5mHrAPTfLyx6zLW
z=2t5I9JzNNkTR^yGWtsrr~qO?*IH7G&pq^{%2JfJuT{{b)k7d#pr}=7qDY|x+h>s9
znL0;T=V*~2OaZW&jiVxQjn4QBu;0GY1`mDmK@+w+M$qaJGCNQ2+-`I50msSVlOL{s
zpq#-nGl?U3z{fMcpTKU*#<t-~VZWciZp)2pZV}jjN_?F3{m<@x^8Wyo-l=)i@29Rr
z>X-Eq*Ie6e6f0JiO`l0$uey1!a^l5R4JY=4RNE|?aaFZ!IK?V%{`2WmDOwLs{cG~C
zk^GbOL(R@t`flc^=WiqQo$iK*mz>m9Wvb$Jm7)6us=A`*^_E(CTU)-}+NR@06qL;+
zpQZL3N}g?MR`@_5$dF_a6Cju}BO(Uak%CNv$1!q4@Y3}e>qgtmZBgl)lp2p+(sH(j
zg5}IA%{g18sc391ULAG2YM;023*D9a`s)7xr>(1}w%FBET<yNwdAa==p|o9VD7xk=
zE!|A36?+m)yrN}Wm0YyblG5@`x~IWJz<tEFuKm*DWzv@)?$ioG5w>r>lbA|9LX{el
zs-zWP)vZMduoVhOxUEEaceu=b#$X&6lM*ID6Fnwm1IKPX2XkMM+>7;b$sTL^lhBtQ
zXYwOPYHIraX6P$LuG@OM>YX)LrtfyAt+vZu=I>#(*4LV=g)8)oSKn;Zzfj9%+qJzZ
zHEnUt&yp7_bz9Uby;G*Dj;-oS=ANM~1|FtyOuU4-PhD8s%0sDIKPuAFfa*)7Dv>6+
zHjv^A+KEeOAIyerNo8tC#3jYtA3}Q`qRQrfknT3`VNcAk>kDmRx7u4vQ*R*(2z46;
zO}dqW6|#1cq}OFsP$Ggirg4fN!skI`uZCk}=f2jtw0hUC8udl^t#en@^{?>d(4554
zo{Tib8hM*@^uTpSjnRCt<ei1@;qO-)4=nWM<vMQE#loXbvicm-c5kk`P-*sTVJ6dH
zve>9Qy~z*5XPsV<eGc-+)E=|dJh;|8yyxb;7hN}Y&>D?5%4Qzax<}ozGR;_N3|?p}
z?b-tQUe)s4qi%5@OqLe=6*Sc^d7bEM)&BrDy#TA4ta2{!i)9Bpbh~;hnM$}?wB_RC
zdecps#HQa*QGBx8scnI_t~JPRrrAeFacxyjt(${#IPH~()&b@{mdl{-8n;x@>AgPb
zsM7qtyWH-s=-ng~+9?#qk+ZI{uTSZ!B{sCSs#{A|)}M97)KoI<Q_fU7^XJPB588!b
zQ+OPwX0aKZ5vL_47{oB<<>yO|OEQhOaRAfrPNbpA?Y`u@dr42Or#6by-#Z62B+e}_
zIB|S7S!pU|$yu`dPp!8Tu(UL{5Y(}CYS<_Ub<<6%fUi|t?3c%rxSZ~Dp7EW8_QvtW
zaQ4!C81vutgZ2;x4;q^{R;mJCLxpK_32{y(&b5?<EnR4UdX%EEGNh$rsY@rRSqAFH
zAyfK-6$b<YWBdTzVtDw;a_UJTNFhMbf(RhwK{gczpz`pKq0-_MDijDbp&1Zqua6Ha
z#=;()7zeid6Sf9Z10Z7rgZ!jcOM|v?w%ZMc2Kb*DFb5bUR3~YYHrP&aJA|I&5+f1C
zz<z!(2m=bq%tW5V&s3iI<3UZ+c<V#=_=wJ+_15tmk)*U9yw}UPwV`xQuGWs(sNK0;
zn$mh|^QfG)Tj}X4t6#3UqR&NGsv1Tp=qsw6s;Uh#)ioVc>v1fw>xkrC1L`lG9JSCI
z+m(73m=}#T%l>1ta;DchYTVtuG@6c@?P(SplNIl~M(ua8S!XJ@KFc+2HmY|WZ>Rg$
zO7|~IUblJE=>~_H^jxA|mqIzQY_QvP3;KfBU0+*oR+)P8yG_ea)?4ouckQ=E8Pqqr
zGV`mer!8C!LMf4Pq_<a6a(APzOFFBWI(JZdnm^gv-dA!LQJbGJEmxJ>l=V#oj?Yc0
z93M@0sHe9*Z*_+PYTkWrCW(e>DvK2gLv*iiSd~+vRXBUIKAPfY1ln6kZ8GeI0aQ5K
zn@+Z-HrDtdAs}o~LZ&#0xs<Xe7m6__^LtK8dJ3Fab#pJM14kNht%hAp*28kdDP>Bc
z&dH#Tg?i!qCHa%hA3=AYU$$CJ3-sC@R0Wh!UM>jc1?x_~sVFp?j8)mwr^T-6OfPpj
zdMi^O$JKgbsHsg+e++f!mGX3Vf@FyY^AC|CCUR#4gShg4K#x-#{H*n5tF-Sb{UB%_
zZBX*Qn@u%WQOG?RPpP#Xrmp`0X|J!Xtkp@-`g~TiQCCk-RN1Jye+pZSGKPK1#Uyky
z^X*U1&q98eISuRY(oZ{mE7*C9>U&*W`I>nV&RXp=ST0<Se^=;MX)StI?O9b>VY}OI
zI#*Mg%jJQ~4YJ`ztDW@?>k9hIBTngUKlL}rmu%f-na;>d%g^HsVa>_R$i9~r>Jr<t
z4a;J_j-{aYQZlYgN=!7u%1R5<1Jp@He0#RoRKk$XJ2oZdre_~{4@owLntg^!HsnOm
z4(z!yq_r}Ko<%~!8`ug^P>!zt5nPJqPd$A=Ui8-~w7q7p*B2c#{hibHIx4CfDw>MB
zg=<&(nzrk%m9!S?brrVRr7Nngw_57DIvZUvZOXdZX6h5y^i9m(W_rBjzJk<#hq<qL
zy6C+hV!Ycc^;argw`li}yP6eh)K<E;wOyu)y6t<mRy@t4QBsOsQ*hJO)k&nfQ#7K6
z9B<4I@^<}sKj=SJdaBh{?po7x9`UdAS1+{Hy%n0D`#Ddi>!@xTvbx!ETWwgc6&H(h
zwJtoH#RF9~SJs+)Xr;Ka>Xhp~<a0}sH?DMgWYr&tXF56MRjB!stF@&Kj;BJ<*ez*%
zQ@LGi({`$))~fSwMJ)xUiI)R5J7$`sx3^6~%?%Z0Gf7=adN0d`W;<hyrc!Qb&$BHm
zCnb>LW#yQ{8p5R=a5|#mRQld>Xs^3Y(iGarEtN-L>_erTHx3wtoSJae%<N(FE;eRn
zrZI=6+zly^km6;K!dX*lal|&HI)tqc6s)BkBjg7=wWp@;Z)nbSa`mevMy}A+H!6!=
zHlv|_<zuXF^<uhdyR{9<j+VCFSmiZsp7C&`aa30dD#jG@U!<$2scENExB83qPtFfi
z8nWZ6xtV-Vv2ePo^v030J9VbfR$GFo(QXe|?3XK**>o#Sv6^}xb;{bhw^?8=qNV5E
zb;a#Is=XQWOVT5}yBx`@)0M3AI>~UoY3D2z?p3<VEke?6G?zA9r)@OVG{W_79c(>S
zPV$!WS$%0|seMWxAJhF~sQu&4PQ#A}eRzbL9m3yR>^2=s&q^spDeqL$HdeF)LQ7i|
ztwB!C;U14Jj52-3ad~vh%($jh!!xKzQoEEoy{6EzDiW8wz(oNHD;k>ZH%$qw?3N2o
zsl90}Novzq)uFpCpt;!YG!~1wa-3E&ZMO=lX6Y+X{V82VJCyFN6%3*EvZbP(^51Oz
zU-C24Zzk>hoUP;!Jkib?&2^{mmyLI4HTr((QJ`O>PM=MZimtB0#Uc>>+3MT+5le8U
zr>k<7%T0A@pW*jv7oF4jqw5=-+~MR`E4@5xD$6U}yX66~9UzK28-o{eH0GVJ()M)S
zt6sX))7*s>n&DGRN!3Eys9GYP-l{r9y-e>`00Mq~_?U_N=099a$;TwxL+r5Mq=(v;
zD4Bf<Y3Wx`Lf=bBLyAI@vsQ|n+N*R>N>@S+H$3x_@65UAhF#gPxk+WE<|f&26icb)
zxYAro+W<Tg*3Qd>q^W4J?l(7madVfQe39kvAT@O+il)$9wx_eTU=}+a!jAb+?Tw16
zD|KDg<5zpQHvLO>`k$a$DXD1bU1f$IRVu5C^^bKA-%!B8+w4gZi9aSr*g4qSk=lE}
zpV~?82S}W6-?{IPq0T`1b?2qynJoH==Jj7GExJ!nTJE}HqMG4oq!;^x^>xUuq<WI&
zL0MUMMKcuC>lWK9ly^Fxc}>$k+p1`$0X2)wvfHnRUs?lAu4Ux5gtp6Mr6t9bp$SS7
zK&b+>8JH}|V6soV+`5{UZDr>glx1$MPCn{VwWXH9TGY1|3aAaLauLx$ii)fSDJc^>
zfs+v+f^mQ(fq-C>JI0RXHow>Z0LD&)(7MxJD^A;7y=ouqhMB%<F=Df{RqkD{BFjTs
zt6jCQg%>NU%QUGdRJa0EN2Ok}JrZ(*kUpDvGtX{Y>pf$8spg)hV$`cW`P)TZsf#^D
ziuZP>tf8u)vf8SbTFJIjGg|#Y`dfq5Z`M#-?Ucc)HoD2_m)2)DeJ0X#GKZC{Xxf@?
zYg=qK-AdN6)2h@hG@Ur@+}o;c^ya>flssv*4esApPjY7GY^$QVJMYjgrJ72bW0EF9
zeYs3c#mcg#lJeIm5iq@nST3+q3Xm1vD7F<<B&7tX)X+woSb@Z_*C#M`(K7O0Qw_B^
zS1R9l%)(lk4l7~BC%Z^-NhwOU)Rd%Bq>gX=H93*#6O#Jlm>kLVDyo(>Zk4myu6&Vg
zcAZmpvDM$0Z&9NCLvU+K+HTLYaH(6GX%?!Bt1Q_OPyATdK8HS?DxvCQ@l5p-%^S|3
zrqSBcqm|sQZmmw(?3N_kthH9!N(U>xlC<gy8Y^Ydl^R!&>X7Y7QX6f$TE{CHWy1de
zl^o3GUXJBPlDca>X?14VXtuDo5`v_vw&79{EnDrBrAczKx}{|;vdeh|L2juHp-WEz
z+<y<B#1Gg10HexpS{$#tXqGt_e$}@PAEY@wXuIl)zGYtOsr7Rja-z2LVYBIq$||}W
zViR3eTU$+auc~U2*HKiv6)mLJ-PrUl!*+YL9jTL-lSJ&lXFEE~@}=gn*BEsQo1B^T
z#Hv=>lDYTWZ6GDG;}Y`i>=}n!+D6w^?KI8-f=;`L&opsNRrXsFvJbe**_Cair2%av
z#1Sgni%D9RL#{aIcv(eC!1eb;Yb_!8d+E&|>vz|$Acr*lH}k2sZJGk-ez)i?e^sir
zo~gB6Z<gBkw7#gXt-m)>QEFoOc3SS%WWRDn5x-E=+-N98^52EzN8!!P&&7Jlt-1Zn
zu3K9)cc;x$S%157dgZNaE&4*)sH_$B_f0dU==7z(O*L_Ut3y*Tq+V$5^tx`PH5LIC
zPCs(9+$;T`<e#UT-=*KepHyg{#*0#N6Ph|}mD+BN`X{d}zp3;lh|@IsF5Rc}mXvbc
zaI#yeE|>c)*0sxNHfvpF4a(}4>MXRb(otILAM;OKbNgKW6yJc?EbUyZ=X!bXN$PH{
zn@M_px@o!{9i&&v+a|Z9a^{QvimySvD&Ta*>@-W7gzB}sc&?zVyk02oHMa#-dsk(9
z9fM)MfQdEEIgMexpeVz!MqZ<Dx}?13({CbLU8M%w8*>PKYX1NQTVW{gQnatju@2Tw
z&%HdS62NA9R7yQ8mfSM^(g-L@Qv0rVOG-d1ajlYE3sP)bN-cdA`cmibKYd2?Bk=Y7
zMs)$^-=xn%yrj`$j*8o>s<i(AF0{q#O<3#{+7^@e{idN;W-c@uM!7XESTA>NK3UOr
zv|Q^c=`0sEtvZ{@PEy!^2@Aic{{UAOo8`M*>R(gNb3a(o`ajb)_Ia0eue)i>%k&m~
z4X3R1dRQvgsw-|a6xArVr&K?7xKRs@4QrM5>dKm$mibRl>2Jkb(Z4PEVb5(5&CX$K
ze^<YVJ+}V<sd>AgYV1{<&gTPKTE_M9oinIzbQ-4JR{IpXnugz7Q(H%0rJGHjj?1Sk
z7V7tDC@wU7R`o^e{{YkXFL`I_XO}t)(RQTdH>>{uNW9k4TH^bxb#|B2x;s(odY~?s
z{c&9Or?aIx*{hY`TT$6Ae^q#=`m<2u)h#NC${LCX{qGNEdDp8aG`YEX<0G<+26Z@V
zQnPq(d~sRH$wyFWFNxxV(Vccw5d6N{ltK`YzdUzfD1wj*O2OMnRZw<95|jR_03xQf
z&Ze=ceiPoSv>)Lo&i-p^Pg&lad6{hHKB3WcR^Cw3YCc>uVbyvX{LR-<*)>gd<$A)B
zlUL}wWzL1Vy)|;U*lZX5Lc<SL&^4y&Eq9xvr`TWeez~csdC^n&gZj+%Usq+;6xybn
zMA|hsGc_X=+J=?dEhD1cuxhI%`kJr!z52^-e?>K;DQPV$p{-+4S(vymXsGDymilX-
zkDk1_dF#LN0rcXZ#oM2@-cV`YOjxvak4R~ocP{H4e^DZl&S=qc+T6wOPCZ*v?W&r$
zS6-_t+_~3XT&-e~rh&9t0O>#$zZS)H64A!~pKO1NA1D0*>ds(tM%!G!LY&%m>;0~&
zZ0QQUKXt02yfLNq2)I*RUZm9Y)D_o9ozi!!q6##n*1u0z=(>xW*J?%B>bDrK8z+uo
zbMKkVE=wH6=J4zn6>)fpT)d<Bd(BKgh2ifhASP)|wuP;Pq$TG-Qot!nlctp^3P9OX
zkbtKUHf}=2Hq<M0*ie&DJfqtVYJMgB#HZ!zXuk*V!_!~A%k6h>)SS82HFaK_uey$#
zR=;RYrbP|QM_TkHW!Ap%#Spw|Z9-@@1wBR5<7d1*s4uo1Jo2w>)O=-X+ilj(sqfay
z<&|1;?Mrs871jdB(;G!X-Y%-#nqh_!NER7wsDvR2PC9t|wEQ!#KZ;MGZ3*emlK!i?
zUCFLm`VG)JUtd=0PJQbhX6cpc3JZ3x)|8r)MA5GA{i>;Yz~v>^S2tqQS}yUURduhh
z)L*U7R#+Ue+N!jl$*1CbL!$2Ah@YzJ?oD2(wcd-=oZ{4)+QX=9Rf)UV?kLw43D$Lq
zw^viX^%89MyM^wq%V}<rOi@$X?X;Bawt(54e#JP%wk?X`a<Y<&mQyBatY%t$%t_ou
zwx-s@37?xIyG+n!Xmu=9y3=mZdZNeDb`Yf%0%=q!8v!*)SE!OMlcKeyw5O%NidUd&
zU%~p5lA8Yj(g&$-c~z&JG#4hdwR?5+tZ56yBck&DopzStq^W5v6}AeS6=U}Hbgr<f
z))jXozh8Q0;+h)8(IdT|<jb>3UFn<g1OEVXElFe2{-RKgB${iz;?T`?1+Pw>F|6w}
z722|j+fin`RMXJvhPAp~G}mV7Srrr}<41F+q_)tfO!VdWy!vM6m!|qZN<WKUkfE*9
zmMt|{#jBi_%6i>Le!S9JkgJu0MYpANw=eD&YdvKpZ3PuAp8DRQcHdJ})urp&s0{^W
z#;3q~zg6h;_0NuTyXdo7>&{*BS5|W)P+RR))_a|8iu0{`B}c997Y!p|)|N)uwNhSb
zs<gW48NX?LLq_e6;`_BW`?ad3g-d06V++RdoEH-8?kLmjVy!tU_{QcLVd)%EnR(Pq
zvV!9cq&u?MTVh#h+i3;0ID{1`w2Iq9h;_5Hf<MKDQBA0%1!hSCv>`yzRj3i2^nuPg
z?@Iox`FHATomP7<J6q-L`%$}k(R$BUyID`GoVr<c1)x-~TBd_oxRY<b-Wk-aRa@<v
zg^R<qjxkq9a<<(osO!5W__OJ+QJQz2cfV2G-Sm+~=^d_n-ydg3=-R8MnY`5&G{u_P
zM^f!S_I8$lx|%u#+S<5WZkEe3Yi>18eGRwUW~qt~dAUt={3!nb8H+0UGs?bKKgeHH
zdQ(JJ*6BTeYtmxHTVmC2(F?`jT~Jg~Uy*av^`FM=*Gt1UYxUmosTX;;R%(4h;M7%y
z<96$Yk@YM1cXOvta}$$ajmJEh=Fg~4Pu%n7CW_?GGwj-9noCuGEZa6aeZGp_SIZj(
z_QY6K#?^SMdgaWbnp?#VtF_lxT(7t7BF?O|Pu&`ZD%|^ho}X(F!{t*Wi{Z#(YHJnw
zx@CRzgV=1d4<bRyb21jG*PKeG8*KqCg&_e(2E9On>J*g_rqxuX8$c&$EktdC1t=@B
zNju}@O5=FB-JJJsHPsbsNhKlG%W2&I0Cv(qX&EF-Xig-OCy#eO2H(X4o<5ni4cpTu
zouIz+L7snASvhOU%{hGL70X9yZd&SXNmS*%dWM>|+e=q=Lfv|zgi_N|KW}c>>s56&
z>g!cS-s4!WSnIzFKk|He!rjwZX<u2@+^($FwWzq!=_GUSmDUPQU)0}&cNJM`G`6wQ
zRX0sIyFER1Ivcj%?=I8Zy~dwXpR}R6b##yMDf|cO{UGx9lm4Rp3G)w{Jm1l`6x=KI
zW&ZD|bmQ8V!u7(I$#Lb4`$5(6_fJ?VYOR{8j;By2qT=Ii)7qV+vpl<?V));&yqWD!
zX1hYtaB21@q}`tdEDTmgVo{{bw36e0;Q?t4s5*^+l)QrNd$3Ag0YtR(G;swdW`vg1
z3E3uwqL!`5s5JUoM{9q|I_8DDMtV2&lj!G}Jk57q`lZu+!nSjBm~K<Csp~1V4T(BS
znVNC^cXrfHQE1&2Rd>B#wHiWbZF&)h7=6ppvQlUbK7`nH7szKXv@WOSj=Is@w$V1#
z-u0He)V56_r7Y~LrlRkt^%cUN(`2;LA{4rc>z&H3nu>;%ggaGRS5VC*D-YDX%PaK<
z(toG^cKU?;Pkk-&W7qQ>(X(AEwN8tFTid-@x30AH>c5pdt+6jx(&!tid5KR?s2H?s
zZ84>j%k3*jRY1*k&s5r2q^)Il1U|oM{{R@CRDK*@m3=~bNcBU=T}8@Tt#!!{Q5=MG
zoF0}rcYLu|3f@(6<5Asp#;Mj<tvN|^zMCyw+UrlFd2L+vUY&ZH{c*2x`i0ilS~WmS
z!sl4*!f@`)G?y_c>G^5AO*3+ApvZ}-mtRv!OKni1S=X9z4XmqWun-<}cgQeWOWRMK
zl%Xm@2rBic0!2ouAZKgeeGgE*6mrj!K80=k{q*tpv@4nXpStT!D`D2$qvdU@Q`{`}
z&SY7&LhhPA^<8l``+>C5Fm9F>*tgee$_gz$=+hdli=}(aGfQLCU4HZjtGP4i)0aH@
z*1owt80)=DqItt_vuXZFb1Lu48>5;+&2+um9J?m3LDq8(7N&3a2K4Rj&#EX<ZMr|I
zC~fRpMa|n~HP*K0OX;6KJ#l^rpNMBZ`Nz&bQ@VFkwC$IZmJVEUJ?qW4T5{^)sV^1^
zJH`EaivIvx%N<O+l|Am+sP&yzo3f`;Ca+3etP~7AbF^F?(^MrKh3Si$+^_Ya_#$%~
zPkNjF#_A1G=tkkIKi>Ogv}*Ppe&tojUQbY?l=qsAHCw5)rDm^FBI|v#*Xg@0MZT`{
zqbkv9<=X7GE6uXUY~ZFR=ESS>7@ir7uyI+;4XkOcrz9Dbam0QBco;*ATF7|_MkXC{
zsZ#bzl$4f}m`Z8_7TSVB%VvO;3X3=nR<6kvu(tT<N8!oLkHkaN{{W%>dwMbSQK)%)
z%3f1)LW;9j>i%GA{a>rJS2OQ6u4L*9?RCn_r**cEO*OuOOxx-2H@n3v$fBdAwOQ$G
z^_BNz-_par7;<k$UOhnirR6UzHFe(Ot!_Nj=O-_@Z+pIr^6D$Dbb5zWS~QFIR<$kF
z<Te_mwY&9n_p7VOp{Av!YPRCyD4M7v($8OCh`%Cvjb!xx$DoZJt9>wCG=7LS4sp4p
z?N;txQ*#RDi#49pM2pR{N!{PET&-3%sOs6U(y>8I+EHIr-OyIEXwnI@bcfIfqn>wq
z<n;|~<hQ4-W2E#KGbwcC^IqGvPPNoJqe@w=R{buTVO>z&_eSaMQ>f`Ks(Rr@#k~|3
zSN+Aj;_52s+GTF5xM8VWl%6$=O|dV5F*+TZ*m;eaxhGN<+|<?~GTVwXA?Hwurh|JM
z4Xa>)p=}i%r8a;|g)~SY)hZsX5|Q|{sY$JF2_n(mf5souwP)e0&MQZxj#YE-oto2;
zn%kCE{$n$s`H!iYskYFucGnm7>1M%Xrn6}p#U|~gebj0i9W808sJ+|nt~KnfH5ANw
zQ_Bu}bFY$mjg4c;{%vy`mHM)pimuyBsWcX`zv(;uExx@8MRg4|+Ra}_T~A9|*h(uY
z*?A1qAap#1fCn4TsCx&fn$CT5KSJ}TQ|q2|bCZ^OpH%4$bEz&`gH-cM?5m!Xy4)Gm
zYeuZQs^NFM*r{%<U27??9{aX>=H02i+n;`p<@L2afv)^9eMZ|o4y*A4xz=*}%gDdt
zw3bR+cA~s$EkDdlrNRA0bJBG}(Wb82QkLCvrJ>aJwOQ2tHlSbExm8a6rK<KRZ)>yi
zQZ7qj*j61ai{dhqlM|(hWz8+N+fFGrHY(rXsYe``KpQ(?scA_jw~SR)DMbk>3BJwA
zLQ_iInu;GU2<c@<Fl%o0mA4&NZMJHwh0?OBzU_IrwzGe^*H=_IS6f+GcT%2x+N!FT
zUZ{SdZK>B@d23S4kbRH*IqlzqzM<s?r+4uHq2@)Co9=T)qTQtFw6?C)^tKbr+M5QE
zV$S>T*>02zVyJ4mtx~JKedV^ODD8-$sWphBrLA?3IXwz;hmoB6^<&B2QhJo;jdvz_
zA*?R<+HHBvdu>gw-(O*)wrLGTe6&+iT(4H^&7RQqqSRKqKA1)F?P|E&tfumA)zozq
zv`)0IVm(^_0F%S&E0;Gm`I+eQ=VtW<>8;%@r!|h8*LS@|rJL0C_G-;GbzR3&S84io
z6=%BXMk#uKht*r!eapoeWhTn^)HdyY(;vj}l(^OjJ&Vp@Z%ne>)V$=otB^{PmrG(@
z6XgYf>Xd`GEw$d3%2pGyp$3qvxP&FZ4GLB3T!2D~DhU4oXpHsJIw$y%ejJ+b(SJDW
z6JMwQ0NnSJ{LR(ez<<-qb%oNk%dVy6){(z8Y@@i=zf#M!w%hxb+lHRH-SnoSMZZ*7
z{{Xa9EmlywPO58-UrISo$=0=JHaTyk_4V4DNazhmt+dUnSZifm=;^5R_K>W)(W6mc
z1!Ab~-$>;JnRRs(Z&cbV8dXvm_bDG|sRy=NgH!$_e~V``H0La@iPk=(d8x==T;6GH
zI#QcSXgwi((fStCe$&<)_`0IWV$qbfHB{Hjm5Pq*b=A+*-yW@1H7oZAs}|ieyhG_1
zl-#Ae`oq#ZkM)1dEknpYSPfgMbbmLs)r$LKv|cm~Zk3|Fs-=|OuB}}(>nf<!7F20x
z?llzmYFm0Pu3hNunt}Q{Ydyz#Co?fEg*e73IV}DyB_iX~zcrQ2JQ@MdM}4_>Yclh$
zFqEs;MPHc?22!9>A}KXkC<G-+0U=-ja;Pd6pd{vO4Q)!tG5#jLn>{i5TIapLls=Gs
zM$~$W<z;QEpHWrnSGCTE)wYX1r?@&=X2|ZO(A1W_7jn2->~CBD0Eyq}nWk&qs(O+3
zEo-8yqifb}d+U?&?ew+j+mbp>o>fqCBbHhY-=*xj6Ibco3#GMAp}T2YN?(6XuUp)1
zcin5JD{S{`9dlNfZV1!*e%oDY({J4>>1nI!>+e+_Ao|i{ll-XlAI!d5dS&KqXFB-}
zrY;opdMB7VmHjuUDs@#IWeXQWT5mdLhShJlF50VsvYP69b)9uD+a9T1rrzs{VLxQw
zgm0+NTwb&}Po*@!tFKPlFPI*S^`3#P()Mm<R6A>_b?dI2dHO<~QDHATSpActiMl;M
zaHXVOW|zFv(mP*pb-=6MkLq2dd(bdE3lf@^!|};kP$ni<+5{q35_N8}ml|?ag?DV3
z<u+W~mRbtG29$xe7GqVKmlhIK(v2uvQ7IHUk?T+z5J8|Oqd56`^$GZi{w=mWBd)n+
z&%R)DTbFtx)McYq)M|}CdgX?m(Doi<X>MVCZC0ilda)WpfrqSjmbC@Kj^SUU>zG|-
zs=d88a=2AlEmmt)t4sVieNy@-^vzGtL+b0&%f6>-Ih&*@^p1#O?LEsY>s-76tAV&`
zD-}mD?RPV$wN+!4wCJJKmPTBzwW8XEp@+S~g?&ALlvk#G8*_ux%Jn7BpV~H;)OV)`
zTCr#zRM>SmcwH@Az}LDi&39(upeS$Z_A7K&m8Q5|nbb`%ib%IzX{+glBeWDYzYY06
z>VNR#(O-uPoRii5j<oMLy=&3fIlV_{=hZ!*LtI;+)OwEXsNdzbtJNB&{anVPRl7pk
zn$T8?Jq<x_z1j_)&vtT-;bFR7?oHNQCVE>K?8|P;c4lT+&*Cl0ViI^VQ-&>~-plPz
ziJHnS*;KTNaJNvRvRo{Uw4q=W3vQ67LD^2yO3vPN1vDE#8kHN;;<=de1CaikInnBq
znDtz%^y{FnJl59j+OFD$n!#sXs^4>|)3$n=W-D&q&En}rOoXxZ)JuMqy4Rm;-X$T#
zH0y}s{b{3hM=rIFtmXE%ve#*?X`wYO`$p>hIdW|++;sk^(-&I1CZMuhTSDARb=JGB
z4P6aWX<Cwsigl$bP#s)%m(z_W;xFi<n>tIGT!PS?(B(HdHJ+Wk+VmQ39IUZlHD<Td
zH!F1=Ro$%}pm~X<ukY&{b!{{BZX%+`rtXcqT*47V>ABlfnqHyvr~TJo=9aj<bK=*m
zEnM8yI+FLQ_4oGw08iIxonLU(H|wos#{U3#zglio7P_{sms`WN)t48aqGj5e=PF)w
zDdo6Nd17W^$@fqn!<~>a%_>{Dd263j;l(0lPa!pz^kjgL+R#e--tj8{Bv(d&Bw0aK
zHLua7ss8}GeS9^J-Shtd@YD4H>9^7^r>|Mu$i8yDu2_1NZpiO1^v$nPY9(_zm7Pnc
zYPEKqe^BXbwve;Yw?TH(6m=K2F4ha)p|jIbuH4<m;YC|~u~OYJ--l1Gm%k6bc;0#0
zNy)7r&dR&DF7+obn$ud&=T&I7Tj}*f*5qAotyNIlt`Af_QE8;E)AcsW#^18m+V58b
zT|-e?&8D{7vU(rYmQPZirF|;;ZS}9t&S>5JBwDpYx@OzU>xQ=1w=FNFpSx+>jh9Q=
z`F*ABmtk+w_1EoK^@5J&a<EcSR5;7k)wK*?t_v26x4fT-=itluZ2Dd0->KeZQFHuh
z4Sk}ycWBl8mh|d5lclM3Gpt#yT3*U&H4Q!ZU3EU8tJeCiy~NX0(b}!=uGdpe`)=H>
zsJq@rSi~`zNmmiszS9Ti-^K%~Wl}Oz2$XhB`Qa|aqL$O$=y{gZgEHtTLR+Gg<yMrh
zRR~cX>trM#itQ+E1q9Tp;8YR~GbV<{hCX{aP0XHrbDP%nn_YTi(A7hkT8o|9tDF3#
z<aHLPZsVtII+pRNoaQ6CLd@Q&thKRtu(4lmqZL;79jCrtY?exNy>k95NZsk4Li|;|
zLi)P(2kJ`SU+arNX^vZS{{WX9yVJb1xan;zYj(*^Y|@tMyRM?LGjp~pP-=$1jofb9
zpHk|&`ucn2MKw}&I~0@@maA2|-)*JT>^zzE+xUNJzfNC>R-3fm`7>_TR|Hn_Cz{MF
zOkSO<dsAsE>YEPf`;%A71>5yTh<f-9t5aGXp}uMQy4D||siktIwDm8XJmu!EsE%Y`
z`LE6`XL;r?GIev*OTOxBz+qP_o0K#(*2)z76g2d-ZKawzT4oz!j**t71!V=-9dUfj
zw6il9q`ds9Fqh<H<ergcZMC}oB+TMp?&c-C(4{aX!Vm+yOH{#`3Jb8Ruqq)1Cu|ic
zD5TIPlp7|Q?N=%aQ!AVCm%Q&n+V@-yxVGF|VQLMn#?tCracL?cYeHUiEv-P5hg<-s
ztwj2j>I>56qFpEGhtlUZxdZAR`^?W)Jj1EAC)5Wg>UAE6x@pc^P+WA?^6yz$PeE$3
z*)=wmsk2?E?ACWE@3$>pi-@_^y7gs(u8Nk1>Cjyv%RAnnyjyInS#R2hQQg+!ELsmq
zTPp9`!u<10IaIc(ZC2K5t3p#u%he8s*;~n{Y3E37EtT<UujzHRk-1gqty83Le7LHj
zQdL)^Z+3f*pS&_0>J6^zM|7v8xUI$Xl><`KXkSSo5E6Lgrdm_;5=9fP%PLv#NOoPK
z*Z5;)wKd($A;hU+gsovgP3)fW2=#>{Oe&!Ipw@sXRrO6lsHfu$sg(|5v0|m^{V<<x
zp--tV$%3bx1$J9=sUVMO1`T`2Py?+{&^>_)O18dQbKjU8uI9%oxx;0+H*wVbm)9C!
zn3@8P^d76z)}2qH@02>1O}cE&y-!ZNeGT&2ZmX%cAhgYU6p5m#CYfqT>`fox-RcIn
z(8bsB3~f45&rjBy^Lk#PRJUsSy<)}X&3|p>*iFX9-Jnw2ZKm~fW1{Z;)Y7d_&`_ib
z`-3#;(z(UxU)2X8`4!4vQvA&2mCnP+{&%Lzu3PKk{W`7JzwJJpsnz;nE>Sq9uNKwn
zT`@y(zSvF1-AtRcuHRQ(NaM8aq1QByBZW;B%PMYB(z%!L#WJUo3g;VWDq>4zL~Xo=
zm$c()s=^67G^}J2p+!*EfqPW^QbiTOSE`t&>qFL;IlXxEiN1OB*y%&AlccPgGpk0}
zp3~NcEfxxkoAe7d=WaJht(&DnAE<5gq2`dl_L8(IZgnnW{0YR9oIvmQJ-d^iQ++A^
z8}^@3UW+|U`nkJv%T8#kry>!l4wmHQV>In*u4k)D=?X1XR;w*tMPjN7F4Yyk+3O&;
zSnh_Z`)s&TIHueHu}ZVjH>8$73@RU1Px_gmp!I0(sTL-^GdpymYOdvLdzuwGeXE*n
z6*_$1T(4GwCs{WAEz!L!yB!#N_`$z@PM&jS#w&x!hVa=mIF{vSrLbWyEhze%mYIE^
z;|-9O_E9c`0k<$KF3}+?aVIOXv+EP|l2=s`QUw8}PIc0izES1CJJ0nQjDTe1p7@NJ
z5~$%%>En6K<j;UNG9Vc6BRMm^<}(CNGcy8yHW(6kBuM*=?Ysz(NstbE0VK}+bHc`&
z8vBP6U<ubNUV<>!t{;BxMwaxhmaFjCZ}8Z<(pB2EtykhpQ?007wOv`R<^?W{wCK8C
zU?^0w?Ke$FFRm_Jd3{j&DrwhGOL1o7OJ}X4yi(LtUF{eD05yq^5Po9=U?cozxyHkY
zVn${^!?}Ya6A>7|5_ob*%t$778G<qhgV>JdA~1N`N=o`Kq#sF|ne?f*CeNk5Ui5zW
zG(8?vY@{<N*2P+2Sp`ZpQCY4;le18pBnt{ujEUY&>Ul)AC$yXsyq)6*1biQpJ3JX1
zcQXeO<|7#2IPn~NN67C-ABJBrKMoyt&)#Hu*tzoK)~=P&eB{-ZzCu^(Zd_AYwGGop
zyM4Fvze8DcZB3!=cYL{X4&dIEQ@46eOHEa8rMzA0hLRR54MwJW#iC5i?Gv;O@vuI2
z6Oub;2`ojK<xV!rCJ?C^rOG|&67Nfey4KB9!ktP|`zo)f^IJ`-po4pqk^)I0iWL+f
z?xkpID_o9wbA90U%<Lm<;0VCRe)xj$GC<rCK7RiI8P3_<LE<t25D5f8{rnNI1m+Bk
z0ATQel0<GuB+SnJ<|2M$&vCxewK`{UK}wUx+8Wo!n9`%mhU?Qq?HUmk35<+K#_$OM
z_!9(f2qVb>e~gef-cNr1FfpFf5hs1jcfpOp#NdBl>A^F<eC|&1AFO0d?XZy)=ySNH
zSy)>7lb@Zb47l_M->$JOrXYQzA2E!QM!@#-!#nId9B-U{pXvm05KJG|dl9r4?KwFS
z=NT$aK!65vA~rqD44hBQ5d(-XKuE}2hpI_Cj_*D&*D-I6JhDFcs5b;`Cm4g~eE$IC
zXMPurvnD?KW<WRqWbGs!<}--EF%n452bhx)xW<0P0!~bQ#Lu6cMq_V@#|qlE-CACv
zl)tPz_4Z!6^NDo<+ymI}832vJ&zKud!cBH+A7GNh?=ndMmYiEfPz*^yNhEa<oq<-u
zX55h-w}3X=?l;<J7z4IRJIwT*`(|=tI}x;*z!{z>IdQdfI#Tq=>q^|z9LS%y%ANzG
zzL_N4s!Oc8@@eY5mcuDcT{}(%G?1jFD_B5veIZAoe&BFGAz%c;T~!l^T-(sYig`;y
zsVeFcgds$b&qZ3RR<s}x5WjFZ08hBL45?V}oJR2wdrp2l>~k<6@J`?i;OFln<Yo@t
z$T1|4HOqk0hNkB~g^kMI&l+{VD)Eex(QR7S?A27Vm?}W2r)_DFfI?h)o#iN%ED)87
zbf6{_VB?A^r-k%3{XIwIX=-r_Qz=T8o~1SgVkwqfXp-B#2~&M(CASvZlC@d(-(XLi
zoyZ$xiOw;Me=Cq+{{Y_-U>tl&Kl4B*ejzlc6<)T=m(H{w3Y&c=iSey#;Y)AdzL9pS
zD#W&z%^gqEsVZ?Vdkz*<+7uGE5a>#fv?XVyN)nW+0aWj8-~e~W!HM!G0PJ%S@x+;Z
z+I1DO>x`}lD``t@T?Qp2poKw+Amj9j%27FVxYSWluz_%WE)>%+^9<A|^(ZKzOK}BW
zzzCJ~xR%>(Dl&xi9xm!!<SR?qUyTOs=X@{s^-pK)#<bgytt_(A-F3x;Hrr_{TaGM%
zlpzTcRHZ-w1NpHMM00+T(Ny*}jsE~ssfJx)A=WA1aUR7G0}s@wl7&@vWwiB%PE#)w
z`&pYkj>)6wzl`2dLrZZ1MaP?4&a}$h>V_yAbxTlif}nkrbu3C!pwKhMx~Emq>ZefJ
zt1dSBI$)otrd1nn(>m#Kz`Ba1w^-ZF6tV65K{VB$olYSsWg$*3flqBYTaPTLI0%Q<
zu*)N!v^%#PjXjZDTkDsv&MMt*TH3R=zt0^=cHp$1`B#6JqMR8mvZ0yx9syk`YmN@)
zC&mDd_`x{G%*i=}#eb(OP(yFiI#eW|bLrBU0Q9MKVx2Pv07)q&CM0yr6g6a$igz9W
zb#*Y6KHNfymm2Fqj)h2>NJ4_3r9et+T9e{5%aIw<*_zTQ09a+8Jg?!_k!~kw?~*=e
zd`?P){fO{LNsh-pGqCTG_Q>ymK_WBrAdeH@yaEsH+DJW^BxD%*J}_bk+COi<7r+`=
zSdH8bFMZUZ(y;5@UR<jW0D%N<bLR#ioZ@?ocJlg;KTtM^I2jY(2$E+UKodSw26pU0
z`TGG9VB^0A-VDZI{<)pIfM>WH;&39lTpH>P>T6?hT{6@_b$a{yr<6|sLBt#p<j!a3
zaU1@`DaP@<51sNP!Po;h?J`dYn8AoU0RRp0Cu|=e2tCYjhDq)B+<_kgMt=VQrUlOR
z-9y0BO6o<cuKjFId+c@+B49xgw~?^^U9-SrJ%@Ase3{SnjK(;Cl4I{5>lxloG1vk&
z;r{^KZMpdbgOiBdY<Qa3jD<NGa`2@^PMJi@*e~JB_W4A?j{uzc+zp3gov}E{2|Os;
zN&5`O(HrmEYyd}&7lDn)6FzVV7~Gf#&QE0o#^Q21kIu$HBu4qk#KDq6yst}VYi4{;
zI*3~=>O94(zPb3svxv^{Ab|i8`s2=a8P5TbXFg6bILV0yOvD^xBZWVvWMd%ga7i9U
z4&%2Ad|=3vp63HQ9pui!cFzimis(6hP4AUB-*sX2apBhg0Blbg-{-NMnfr+EiP!<a
zPW~ci<b&AxGmQ8+z=$$`@sLhC!0ZS(p8o*WGr=TeV;fKSO!u9>cHxyRyW2rpi&SMz
z*&0R4B_Mg&=fThAgBuCoCUF?xljl9WZjrdeZV3_GK$zm3$6*IzWOt6lZ##Jro+Jpy
zb|MC1e`E83GE7K=#U6CAw*mW2E#zU>?CaYT1a`@ffG73`?eVn1g&_UG@4hzj2XUSE
z-yB9`2S2eJeuQ}LMD`<z5<bxw*u>0&V8Ivw9{WcS8gT>yH|PmDZyWXCApj>BIL;?&
z#=;MO0Pmj68OLFWFf)js)<)Z$0~|(nCooCh<j0Qx023b=2i{IV$Px_v3C>P?$TP*I
zu5|?KdgLqQKDa}jpokIMIo@^(`2tSe_+Z52IVWNBoa1r<leCEkh>p>?nHirG8SYQ-
zF&saGoW=|s$vwX0g8~2tAn-KykB7G^Yr3$8PWj&xAJBph&~S5+7$zCcaxt`#oZ=)C
zvHSKh#5#%b_dWjLeeg0jnd}ly{(A%SkAh}A`T0}fsXMym%)&CZdtF`X<4bI!NmKPs
zr4n{+8?DzPW}0j%Ycr6Ll>T4`9G|VVDy&rWIy+BSRIt^hhTFJSvijS7*TPTySUlQ-
z(3F{7LQtTRwWXC0ZKWiZmeHVev)9^`C;LTwYuL50;0j$U4kaoJQcgq&seBOyLY;*K
zl1btR9dXwjan-4AIJLUB7D-yxv(%-ioyk!pN+uL!naSbouMSz~`#D6+@ELmzMd|F{
zc-Ygcui}7O*IJkD!D(8lU!|mZE<^$yd35HbVPF)w{rDv+GOUtoxv1zW>M2)o()Kme
zQ=lcvYg2U=Wz`hmspsk4aYaQlB?t*plocP84mBCZM$jjD+XTcJl4fJh4nSab$d4J@
zI}f>%at<&!c;%n4`?%|@T5HyyP>rPy==a#GT}3vaqN^$@qNk&NhNgv-oCG}OT3V}K
zGt?ncNdu)hYqVIF#V65fig&AO6cY6{Wv;f~)hv-JcDY{j3Q9!eCwNE%oNCj*iI1N0
zuNnN=#z34;0W-clY<nNPgFA1zoDd(k-Q&MO#9rvzm!s}$s#P7bs?mILwpUQ%?H5XC
z+CmbNwGy}0OiI8CAqh&BdKMA{jxg?7uIw_pr!98`Qns>%)hd#s=@O*RSNvo*?2rOV
zr7jR)C?1|MGGN5yh{j0o(kH|ny!pmWo7LW(l+w3!xHm|W7AaF!_@xSN3QDQH&tX7x
z>{}^}LX(aa@blrG?CJNyG34X882dy-?=!Yz{BTTt`%eD=ee>o{K){IOX>(cL>Yt=`
z=55!MQ2>T%u2$MNX~IAt2T;Rw&N~8A`P?V-D9=~s;img$sCupYo|T|^$I=5Rwbj+x
zsc6-L6pCiPp|?LVAcf$9lz;+91C?^{zGHRHL!S{33dXA<0Ermd1Wrt5NFZd5yKTcJ
zK%T_LWZ>pw=dsRC3}a?_8aei9kxcda-&Es+>fEbpj;`LzW?-`2GLcx|1M;LSl1WKY
zpc$$(?W(G{(poibo#sPbYOTCAS7Kx;3HH(|8+ex_D<MNYFlAr{npavIS9c5k%fdBK
zbG&W#+ykG8?~wo#fx?{ZW-xL$KY7TRj^~Y$y&-+5Vy>=<ihG3>8p<B5qpqTHg%OUX
zlDE+Fh>)SwhK@npM;MB`ZOY!3)m?9`qD!!*{<4w!aNr=T`?WrV2NHTn9VCMjm@uXF
z;hEfX-ED8W(2F>qfd)L0=fU~UkT^nP9mo<k@z{5r!OliZ@e)7;m;`O+apG|&$ea`7
zfKI?f&IeQ&1IQ!nU;)@}OX0u6erJ!oh(ynCKW+BhW=VtaWD~g@69Nc{oZ}~bqhMzl
zBW<UM%pH$>jGy~sw#I%34t6F$9%t_(^dlxSla3kFU2Eh;M;!9Dl!QyG#A5?--XxP7
zK=2HM*bV?r#1oH@ciSW#v$TMG0yvDMh{oRr0m$1k83bl<2HY%(5goA+Im|#CiHMHE
zazv+w;BR3~I2+j3y4;9GNhWe<Y-W3yILHL!$-#&L1KvT5WC0*-0U+&ye&S9zK;V-f
zGIpGS8Jxky=0Q8cl1MX=-VVg)!TlsgC&w4V$12!(j#=6t7^$?GkVMWlGZG;A{eXaW
z;ZEC_9{~8kf$@X?0F0lGB6iQ)6Vu-q?mI+}>UaU$zIT!201S*sfsA$}?Zb6*x4>5P
zrs`W;7<G7_!gkMTi2#g)0B7{_LC*xvL<yXMGCo1iZSj%-8y+GK$6zyzjF<<=!9VDp
zkt=!F8I$%q5DD`qw*DuF!^d|5Yii|7jPr-KCz0S!laPO}Xx|?hjts#W%$SkiAjUQ)
zC$ZbV5tEJbXZJFDj^sp~41zJm#U(q{l{D0h4yWp$W}T#rb-MeBX|aG{b*U+U2|d$1
zFQ6Padveo4ID-i7)|vkR#dA;p0Oyj`{{XHO{2XRcPR$|_Nlw^mo|!49VWj^6D@?Kj
zZ8n^oAqh%GP6qrOXh-ZfX0O@I0Pn$YulW`uiz#`%sI=Ac=|NT-yxJ-5wahh4`3%)k
zu+3A*X{t)ZAi`TfN>bfIDiRQYgcgC3$bnq2=CVwu=x>Wez%AQvU0plOJ56y)Qi#Z_
zEwzvC3Z*??)Mx(y4jcEy=Ieu)2EFs!KWHF?l6>)rZPm84IMS5b+fZ6o2};nUkW!>6
zFr=v_2vFETnFe=gaD;%WDKr*U^w9p=X&;e&rf43~<LXbSp^f6cu;1y=8;a1@rl1Su
zc;!uH%4`0a4pq?;d$hI+jZHI3MNK*YB&x27D|tvrg&%p9zR*bObxhAnc&MMbjf9Tf
zLwL>)>@k8k=AA9htKF#$QD2!ix+HX@RF!*IHk(Nag6TfZU;<PHLQ?w7bybAG<9>d{
z%YJ6Ix~ok?R@=gmrMhWQib~`!DkiqrvKy;FQlZL*K~styDXfk%*-Ea1Lr<W71n1WH
z;KJ0AM+HF1X}twTU|byXr;VxAaC7_i9mEZRouJG{W;-sT2>|yZK%Iogk>eRT+m1xk
z{IS&9YutQO{{R)Xr>R1|+?BXnKr&5DE?=fFC29f25x2gmo;c*5*^#!!OiU4-zg)zg
z{ArLup#&Z=s+A<4RMdIUjJ%1Z0TkCbmw7oJ0VIPWU=;}8027pn%y6b)Ns%6Lp8o(O
zZ#WQtSmgJOiOys9BfN|Q;Bm3q^roi07L{zWTxyzk`6@kyF-ED3n#zxAj2I$9pBOzr
z00|HRYymt4%v#V2k!}91DYI*hcbaD!_R@Q1K=B>23}?h=01WUF0U6ARfjy&bfiO1C
zd-voo>;a(s+MiQt+XqCK=)SY~rQM$=_-z1LUdkWc)Su3tpYwqTo?2Q&{{Z2|t1277
zlGTdOQSp%F)tsm1P`JvHc*|t#MDsWCNUFV&Dl2Q&))fSrYHU?*M#h=PA7ElW;NTpN
z&<E=hV8@;|D_)Y+*Pm@x%N@d{w{qP{VN6l1cRyQD8Ke^+f?n9q^2p;pIfL{Poi(O3
z{-5XsF<JDV#V-uwr2hcnO5xO9*$4B}nNoVBf=3$d*H>y=*SIcM%Y{o$kMAk|p={DB
z3bFKb<*HGIC@L9D56UGm!_^v-$WVEjpZ@?h9<d_BnLA&S4L~FR0K{{yQL&u^^dFm2
zYF#~IErajTnzM7eG9$gVfh+egl_&C4AI>^J$Rgco<>j;xmvsiFsA!TDhS;*&>L;uL
zE{CpdO2cdXt;b1PB&-FE20<su^9O$YfX)ZTaBvBOFg`m$k++zUkDeuW063eSH{02)
z0(h#_r~m<>(9|1?*G?6U-CD(pGU9AHX2obpQE`fg*<Ir4N}?V~_HGvft%JQF8gI%_
zl>!u*;|+1t`hx1Jg;!mw-Az)$>KQ|(o|WZ*QWWhaFlLo%DN#>RXRD*~$UuRBC$`=s
z9pk*8Fb)Bewm<~IJBWibnEsu%B#)61!l!+=3lAX{fKbx*zIp7{q>^*W_oeHsvk{R$
zn4I@AnKRso?HL|;U#v(w2|N6s9l<#O`35`rA~quv{d0l5V_;)|p7=2lx9SGnpg=eq
z0p3NvRm|?K#>g4aam$o4Oz)ld$72Nc8w}?YxR6YM42;2u{{TpV=49q~oW~=y=Nb4r
zVg}fq^Y`GLq)eUn+(vfqxPjgXk_s0zHmRnkBTDKu(_2J|-eWspP5}Ub2Wcel;&U7+
zgRt?igM)wo7#|>h`^J1KNinp+?*qQ(508)~5)O93jl^VvaXXX!KHMNKas+b9$+qfi
zVr!&MenG}#ef$mZFl3mG_$MSxk@oHLf#d%BM-v;t1~w%5&xj|mGyBG5$Q_RT#`(vA
z8~(fSg)4Eb4ePx$%YeS)u5men2W(87PVi5BcZnWk$PUs(cZ1me{{Xh+c-V0XDFbiY
z`jfZ7&ctsxK+ng{e|eB5K>5g-JRwa%HlQ@QCe^J+4;<;3H3=Qh%!3|w5=8BdjDmQH
zREYj)8<@xS-e(b<?~+%TpSScNd4!nU5@X1P@;mHA2pdd{1ChLe+-E2xTJ^CT^Ps02
zSC(g#rxPS#nH|r}qyzi*^PT{9?e`Il$p%D8fxK}X909-I<mb<00!{?>ld1`fVD<wz
z*b^DTd;Is|3L4N_qmck?>qETW{0?yEu@m;(nH$99L6SG`k-^>!$6#Vdjfptz2R*mq
zJwW!D7|+|r*zb~NU|<N6P9$T`afu|D*a$fya!&{W@U8c3+-X2;eTPV>N%+KKMC1K9
z8$^hSjuBAu2?qq@7=R?qgWDwj^BIp21c(zqmubiVkS0V(5PNWmBlXOYKOYmB`9CCZ
zg*<CbG#dj^<HMd)CjgQ+?>Q1MJWP-x2j7J~y8<N42`9Ii8+?w!c!@o}<o3pP&&b{k
zXL;f?kYsNVdu@Y~J9Z;tH#{PN$XA6o3trZ?`{|Ta>M;@UWcC?=WCNT`?STi0viqz!
zmzZ_N9zwdCb(N_OAm$1df|aDeKgy|touJgGp{=U`($dsEJ;b(F+e<A676D3Bw1R|~
z&*xYjAw<9g@q7F+wt^h4xX{w1yz4Hq+RbHKN@Oc4r=|)|O4kWW%gIEa%%KKQI)Fy{
z4C_#BzmXm^%VB3*)m0!dscrOHnw2Q&A6x$b7q~W&1N)nuDp6F05LF6vJh(VNl^|TV
zWYZdik*DsJHoEmBs9A38I{QjeL=er=l@25zD2|a(*>LrVAS9kORJ~=VQ!8qcrr@-+
zQt~U@`dV`ESSV0xh0#)3C<QBQRkXQLDR%)tUG}uJmMK$BZe%4XBHv8iGwu|Wp0}$K
zmDaqXq=f`IRHl+iEw<QOomRW=@ALhmgkwt7Bv4lNpwmrGx^axk^e(AKN{zG@7Vko8
zo2sOCnaNZa8*!)9TtptSP=zQZD<uG-VK{H5wA1^3{l&_)7ab2XZ>J>)N<zX)Ybwhr
zQkJlV4vJS08!Av)DM(dH4Nrcyx~FL_m0+!1Pcrk$sHUhVBtJ~@on`K=l&26?1wbt`
z#(Vhon7sm>L1g|LRodyMP}Mh5l_0LF+WMDF?2r`mjV&&ysm_FjDIhFzw?D3(Q#g9w
z7Ptc0XhlskwLCH!;_eh^Kur~;hL!Z?mmaKnb?&LcoW9yr8KrH>C#ETgK*CJ*72DNa
zYwKs~s-18t4Kz@gZKWZEfXGu#A-2?85eiZixydBwjg4A4b-_;QyQKyBujUk}aWr>S
zAj}6SDtZr4KoVJXWko84f&k-Es-~);d35!Z@6x`4LYaLFX+jT9%K(&;3=n!x`J{>B
zMHD9aiW*;q?|nDYl!`@1CNbtbADE5f0GOQb!kwg&GBRUm&N2=*Iq!+$Gnv{X2?j|L
zARJ@t6CXShd=s!4jLu0L0%m7#`J)^oFAlBl;S({OOaMPZW5^Rd@C0TeN}cf$+G1nR
znCu76awZaXBg7Arh~IsNc9;Z544(7%I~g<bdy|0#=0?YaDV2Qr&}GKP+V8wdK=6EE
zi9QDT8w1)1F@wZpZQ$d!<ZgW9xFURk!kvlCL<#YqKNyf?=W)TF{z=9pWJ%tCraK8d
zAP?3!<$Wo05}o(%WD_{=C-(g|2L(^-zJB=5C%=<19ypAjj0poI5B!PjX8_Edl>B#$
z4Ub`j^ojW&`nE|$>#X8kUu<Ks&Nkk0AL%k+k`B=TcbLfS-ZR>K@e*gWY)IY@=s}a6
z=Mn(n1HRpf5jhyh&*?cCzybm$UOvi^yNU5S(<u{zKt4pkz`))<XBmm}!v=mM%pS*J
zI}$sBL6hHz^&aPPLC=y-aX;&s;Q}KW5HlmRXW)(YjC|z}yLszhd5IEaNgKq^&OZK5
ze$&D@FfwQK$Bm?ZhrEv5M5vDvbB*FYdW_;HA~!wwC${EhB=#}#d>!|YNP;*++I+Wp
za;^O0dxCS`Jo(52w|p5n$&teBcmDvsGB!IX9F6hkh;9ZjL=6428Hf@)lQ2eOh2$CB
zV+2I*H_XSJ?>U48Is5HFQ@o02n93v%P#K8az%jp{zCH$XGENEXNdgWg2{|MKznR;<
z(I#g;K_X0nC*W*0*v$6BkU{SzFbtfHre_|1l;B{F5b)=fjfcATy*vakejp6_zz{%*
zf!=%L{&x#Ld&!xR=Q1N{h!PGwaHdHeyP5MH^W<&Vi6n4N3>c5FCpgF^V}Cw!aEsSn
zd*RQ-N67Ew=ee0a50eiQkO(qj4CVm&1e2eUw){dzY{u|5h$jL&{f-8B%iC->o5Fy$
zTdL}kNl&_j6jP-2L@K4yigcL=3VAaMI0+|&OtYsO{dsksaf+Gq8Bb%s?>&YL;zW~$
zF^uhq{)Q%ek`Dg>18wx^`+cl+YHdY9K;mSZeY~pUal|Ac#54e>Q6PY_hno;(L-Ury
zf6|tN7CkxqLG(aPexh(x8B7GNGz^f(^AfbF3Z`%YDoRz-8+iD6b>qq=)pDsjvKFSK
z4vphlw^%PXf{|^vRMn)Yk97zLryrUCT}!39bRGWyozQ=rm<cD1xaeAIVndpvQQK`e
z>iRlzs@nA=r$5}IrC~rH=4lm3f`Bry(}K8beNAvlZOfyy)cqkTV%`x%(h&hZ(E4!O
zr2qmH9C5=3rg{fY8mgA1l@*e;D3vKnl_^S5l1bc>a(t6HJ0V3{;CoMrI`Q|%Ab%Ip
zHhfyFl{e~??OA<wD5VB^iA4)Y_TF#&(3hHRz&|fh0GBbf`r}boBiK!9ZM2aHqqR0D
zS#1g=l%-7{s3;-=khj!=2?R>l*QgS9Iqi&K9@7}^HyH*A;vnuoBxVHp9i~9oLGcH2
zVb|Tz@_++clf2%PrG>q;-+IMGDQhZHlvJgXO4Ooylw_!qOp>FyJ<rbwtA8Yej{;&(
zbGOfvw-Lzw!5GNT?*xhQ5i%o(CvtEz+?<)fKN<P&nBrwiaL<;O-@8sQ@D{dX{a=p(
zkhS5ZMJfslAxTgvQb`I*lL`w-1Qd{Cyn<v#=WDlXol|Y-OE*{EX&ClvlA6TyfMFeP
zrBw((1OS$uZU9LBKnEI$CI~+moJ{W`Mn{dj<AP=Z!N}Zvkr{|4cPGYst9~2&sqx>=
z8Jp1O@XLpvJtLHcv(tB>(W*4l1@->`J<8NeZ-tqaDLrjILKXSHHC;%`p|ujA<2p-6
zU62*0^-?M793Uc&?52X2wRIn9q^%Thpd)Uiw^T?;S5m^dhZWBM03?5#k+6(TVmFDA
zgAfVdB*+j9jKL$u;LmUC#q#Q%Q(Ig_r45M}7P%jb!>#nJZdW}AsjX#7UA<MU0hg_$
z)uhG(y`+TIB_MufDav#vGH0bhI*W;0N>gs3Xj*Vm;!0GL)1IU#0+=zl5JVh7<2P&7
zH~TqCXfAavw3z9pbwT=Q5Fs@0`>mi6f~L@gfCMNhDUHYd(P^$tA&p6=C@x|GO+z3w
z>uJdAZ4RO0mkA`2%~d*OODTY^lPkuYEyF)|k0?}%WNV!$4w-|kEuNrS(Z(YfgE0n4
z8y({@+IJ(kCO9T`m?2OHd5j(Rf!yQ)u_SV5@LdCbQ2rHrsIXKhh@-h7D``DOLQuEe
zLR8^BNC_7wi6JATl0C}{mo7CG8cWoPr@K=?QddUk4wMmv79QwQ<QV~i`N~Yhgx{}s
zh5oxkXjgUh1ZXq29pg<SK`N7-^MOC(8v+N$<G%#J-2S;e&UcxOx7>}4RH&z^rCDOC
zo$6=Oe>*h|ILm@bADIrN3+<3nAcKJzp%8cT6R^bhoMH))-Uc|9%GIyNybVn&;d<+A
zcV}BueSNg7N>2X(a~RGs8OhFI7=j0RSSBFjbM_!i;De2X&z<2PK05=PoDHNAnG#6I
z5Dx(+GB<-gvD$v)%=nQLecf^E-%pUw%AFsCNce*p20qyPVE4ezBO!x`-|Ye<0oX|U
zWWX|Ki1!__5x5xsuwX{y#x|c=zZ74>>;4U2_qiYU#^|1Zf4lyP)OxaXmYx32{{Ut`
zv%lFwYUv|Y>Ywc{iPYcPsnI&tY$H(%75M)E0ipU6?rfjLWaZ~1aQB|ro5Z~<(3<Yu
zSAFPhCHbGiAqs7-?WF~N6~^|e1AA(y83d9PK(cAHYn4p~<9-=u9X#~c>pRrvqv!SI
zU#6~Y-#JTL%)2eKPis4cg4?F+E;n0Ep5&{www{vXe6roEY;_d1t8}L0r|K<tC9wTX
z3)PO%Ra8^E)&t~8A93UplQ@{)AdF*Z$e)~ie?hr048n%PU?h>8m{jjL-}l%?{m0)~
zxpo_Q=g`AQeq=Z4FE-K;>;1|$8t<J-Lf-C>N?O}ewh~HHL1>jxpd^qhL0?o>m7wB9
zeeo&pyaGEwgFB4I21q31X^uNn=#$e+Ua`GZa&OZ++{CwXr5xPUm0EOb>#d5jR8rX9
zrm$WwY$dHfL0xKk?{d69Yi`G9qFvV0M(y6^Mf^(dYq$MX!H%j<2lxPXoMfB@0CVF6
zV*nrnff3yIK2FgSoJK*6lO`K^*>~HQe9J!LE}@B@?JpU3R*jb4?wlbH7MDjmwbc%6
z?5OOMSejH4DghR$6#$Bgi{6>veMq!+gVuMaCOsqioaW!BYCd9FIkQ8{JKeV3ZstCn
zV%tk;)wb)-o3m<*b<K(kPNdcJHpk5s>56-esXC79QE9m`S#7O(s@htX8S4*$fB`YQ
z&v+RdWBo@QbH}C+PTK3$r$0Gm>C={#x@z05IjyKpp40a&V_S2!>3Ry5?bWw8>o1ko
zdqw`|O+imbZ>U>~ptD@+ijtPuqjhTu;rgER;mp5C-1FD|o%zF0YNX~jE$b~5dXbAI
zT}6GTuKA~}8m89$zP7G{-t}c2WtRDDtfs3?8*J4w`*jqmcA3Vi9NWvxw%d~UWW?)p
zIGb`UOguJF%dfVTB3aqs!YYQ_a${%|Ae6SXgb!ARDFpiAG)B<_Pzj{~H@F0ke)!^D
zCu6A8`ln6lx;iU`%BuZ+v{|X`)|58w(zV-_bv+s>?ZMIPn%9)@ZkRefpLt0x{!Xqw
z*!fV;;m7HZof>nLoRa6aI(-e(^Bb0W+0Rtke_vB-UR>WbKC#hm(CM8CWvH<0t6dG^
zmD@dC_nGQuron1=N<PH`ZWc<#i{1XeQ2bhQ%T#JT3(PGOuk@806}pQ->fJZ3EUebk
zuBzTH`eN}(e71iQXgJSZ5w4(X>Kpgz)Z<-fOYEsZW4FG#eQ)!B*Y`H<yy5j6tp{k;
zRy{fWm$unCUtzghEwpwvE|vE>TS#K<f7DL4sw#_v?NioQ-Ro*zqV`QyMQuV?R`&<m
z91?FFnUt3Fho!L5EjlJv%kAD_(8!kWWS(KxX2VNKd6g|lGVdiWBrR0g)NRDJ2_mZ{
zJ0h6@nA!)`B$^z-29>2_o_`j`{{Rike>1dYhw$vFyw}=nFKhZPZryI5+B&*x#-}%{
zT5UILCF@WiCg*6lwAI?WnKtJUO+c!*XxgH+(x#5xN98jXYWGr?9BmYI>Qh7NYu1`p
zke7<XZXa?SQ%fzW0c|$4mk^|a2qaZa;kq=0+UOWz#Pr2wNJU*>S{9-nXsNK>GM!42
zms(0(X!HPpkfr;c#&TDf9-Db9_;z!zO!}kr9nGyz&pvi(eL-L8gVhG5<q15ww^C~B
zHC>lZ-K`q_^{I5VV-&h}??(0CPTcg3yH;DPZ>_mOaG+HcrlOX&eN%wp@>0n3{9VB?
z)T&hM!!Ay`A9$^AxZ}!eyhONJQA&24Ln#3vTO`H?t|>>=Y-eD0MK)*>kPo!|En~-Y
z8x09px+*U2fS>NtO${PS&_jq*s9Ne4rd<gkZ2tgq@<9NOpz3M4f3GdL%^I7w)3_T8
zW`P2jInV$F$59VBwSYSR0K5oVg!^fM#tKH*@iU&$jmVAuG6wQbk08WA&&FdXGXe^~
zmSc`^-!Z0FH5RD7IU4W1Z%hEC38^+Z*xM|ree^lkSmf;$&CO|{T<Er3msf8kKINw7
zT&kfl)JbJ3SbC91sFJEz8<I~@Tmi>ubjPZD1xZ6XlGj^ibdHr&(;wnAK$E(?v^7?M
zPhm{zLC;?2j)(X%W&|I%oI%^L8$l!zIP@3r(DWH{{6>9BHR<Zx%)2it+-F1Iwf$D1
zywKC#T&uR}yRM$1xLNF$cP}=2tDWwqmiXmuH9fsm)fCjU71t`t5on>gTqu0Mw%;bd
zC;0Odn6^KLqDkgkQ`1<!9knSrvXGLuol6LDskMRl(-N}_$s*Q0uLbRwXs}R*B<Gau
zx=0C>n@E^o3wo{Xkn1VAsAblZQb`6mzfW^7N$O6KXVezD^^}Dc7_4XNkPh8+s#<DW
zkVY2LOqda#JvMId=n(o3YK+ipBkQf(x7MQYnvGPwGAKXYEp(#Rwo!6ci)zq$UfBT3
zKsCRt{`S(|r8=cZSg!sS>ujsfe@p)WhfgTc>(85hkUe+njZx{hOX&+&G1H~_wO^^U
zo`XWK8aq<b>HRNwX6>sj_e~{q)7q)Z>RRN!hg+qpwY61CZ@f^}I*X+TQ%^eA=`Yo-
z!Twrn208W0?oD%eSLnLEOqvSYe=saMPWIhxg0A3d=<d|)i;8I}*I!2c6<xpG_vz~_
ztEVs9c=`VT5%~gbb90P#OBhBXqlY48EaO;lZKX=h2Fq_@_^h#VQQ6y+G?y8aQdS%)
zDL~sEgD>)+nTF-Qb(NWvQxh$|9KvTd67!91(q3*|&>i$gGkpnh{iOGPsZap-KvXCO
z*08iC#1~mo(xitQO4izz+LR$^4z}ZENtA`Ow3F180qIAfeILl~XXy@f>E3;Mt=Ar(
zY<8O?b$WYES~bP9P3i4*Q(H-Lth>=yS+yFe?3#|H>s5-j+QpGK3vFG_;c>Pz^@RIW
z7e6@tQ~o4e;QU89yZ-GOZ_+K+inmK>I~I}EcHUBrN3IaXC93JEZgiTXQ&&*wH!77|
zQ%Q3+rfTj~^fc|->@+k@)V_*O?z*jI^*zgHdR@G|bG5ll@=Z;yvVyVI)O$)E?K5?D
zmaE!Nx&oRGt;Whqx`YqRe9Cj=hqrhf<xgg2F=i08GE*X^aRsR>0UJ-s;WJY+vgt~d
zwO0@lc50P4iYZ;ip4(s;)*KpMF5VF~v^MI4q&BH_p-FHdnTh5alz6QvDX6~6jgq>7
z>Q|<3ReI0TKRD`nxyqY<k-c2mw(2c6NkOcwx66fr`z7u6dX~CNW%p0sQu}D7rgoWX
zyCH3q1l0<Frx33V{eF5z^?}V>_o!dQs_)9$s^3q1#O7tgRBBFfQN3uj>0_+*MedT-
zsA*|!wU;Jt2%UXfU1z0DzLKWe^>Uh_wN+FVvd<q?7L7&tfBrDM*5%))4@j1j`a-&B
z{#fekhN{<AZck~ZE!Rth=91N?w6k|Rl|@dIxaw=pnbi#1=`Bs(l#7=zKen~*zjU_U
zEDTcJH6O)SMDowkzu^<6{{RWDZ1e7)Qu?93YOOWQ4I1jL7y7C_X`*Pk!F9MJSZZx|
zex}npH%&COS}UoqP2RN=7rJ|$GwfPzSK0whd#dzblCI2lm$EqGy(O8J{VnNCJvemC
zoXbv$DYqG$#PI_r;#+-$%Lz6cOV1@K4XwwEWv^KDe%f}A3B{!(oR*hpO|8Oa-!8WD
z(1~vOsb+m9T}olypz_~R8d}nlQic8zG*8HX;mLP>u54<n5>$Sc<D=TTypboV`#z$w
z(Nd{E5`QCi+Rl;EOt`MClgGL&*3`DclmfD?st4AE)Y7!`g@;s?AztH@p~l&L#CvV6
z9bqc!Z6BQ_GB7;s^i$|F(oZybKXLR`&x?0EZW^DKx64mD+HY9f^-WHV*7oc6im4Qo
zE!yjp&A!cdbr)2(MOROFs-$wp%3IWxD5!Z3+$HqP91wgc89Rd}M}He0(Z`s4w@opK
z_SxC#c3)+=oH|6QFSZ(ZskX}sE+8pIHA^W8+90X4q=B+TdKbyve{*dmN(u;?nF+Fh
zNG@&A1*IqHEUKVVs;x;TJuUn}{c310SYPfOG)9Ni+BEW~O5Zfy&-+PRZma$zE<f47
zp#C5HKCY*snlIq>g~uwoA9w0n3hMUZHeZMLqs<@ccUfv$j&oe~&Whyzn9^6BL0_%(
zv9?>-HMXbdX%|54^7&%aR;m=V?aG>^?{eDvk0lDFWhiy@zfb2tSUCh_iIa@r7(d_-
zftWmfDSi+>uJqon(N+&Zx|ft+#4HZkIf-$-Ya4w#l~k9;uXnqip>~s4QZmD!w)G8v
z_IbO7TF}F^RCH8tDTXNmpXj(EW%16?p?K88NK@#mVQeU|H8zIYVp>_y#>i!*&=tLO
zq&7;zwy(a%koE!D#j}F6>RXrF+i@=f^qi{H^u)x=YJ8scXj$1p4M^`Q2FfWOPx2d)
z9-cLys@-$SE^_mAJiX-Ag6XWOEnLS<`%hSnYZh%=MQhV(UGq>=+$>hdZ`Q|(9;mv~
zy49)IR_$vERU6HxTjfWkx*mJ_puBP?mU``_Xr*gSV_?!;*tuFCud`jW^@6^!n+5i<
zx)ss4PQ6QQZr@c+NF73&s=89qlqqULxaI!<#NX20Pp3~%SIeE3PKysJb<J?7<^4NP
zCAONTw_EM>_4e8p%3SuSs8`UMFy%$X_Nm-uHT5g2E+dac?H;B5Eq)&yud-;4OD9Wu
zhPiV$PhOn9CXZ2AZ+gp@n(E_je#KQoR?RH~wUo9+KD(6#RfeYJM{uoV(7QwtPhC@S
zx@9efNr~y1JYUhU`D`w6*C!?iq%HZDoKX_;th9wCYh}WK5bJ0zHkVT3sG7!`*qqws
zC1)^~W~bl9<Wkg>xJw3FS>_wsn45Xhl_3wLtOc~|fu|JOkdd?ucy-V2O*_aga%-+q
zRO(B1u6IOS*|x7y+SvMP3!<F2(blc@DL$&T%49aWrLYk5<;A72{{Tu*`)M3X9O)2t
z1^@>!p2i5qBz$cd?}n!3Z>Ec<qldZmSI+|f0I93itE@#YCmGb%E3JJcr~73`YjLaf
zq4ZPVXld#6%}qu6-*Kf~Lp6vrRNl)=r@qr!eE$G0_JcSgbCVr`?HD3=Bd50=Vt!b%
z_)=2RTA6J#Qth_-U+!h!DpO53pmvh#5CB>n0l{S`dcdC3hRk|Ix{{*m-js03%)0El
zrGxV_=s<bqkU&bAab&3rXqJzx5NMd~-!{Ewb7!2KjOBNytyf8-X|xY0DlL!cC0T6s
z^q1weX48w(_NqIr#<KNZ&22pmwd%(Zrs%1v->a>tcDAaewy7GW>S=hUdw7DJiR}s6
zPxwT{ab#VY-)ZasfJcHPe01z5$klbF{k=7$bw;CgvbHQ5cJ+FBASFdiTJ5zp?*yet
zaV{^~VP&?Kg4)y)g{P#FG5-Jy#AaASjxJ&MOA^g(8mRpiS!ieynxzQ?NY-hITs?;a
z4L2^rRP@7%K%#cmRO`+h$x@Y7DBP1CC4L|r^s43$Go9u2nzjD`?52TN&_3HwrBs(a
zNSRf}wP|VB0?oN^8%ssQ1$2*8GK9AJ7Qb5m0Lj+%kD_@m>QaKq>g(1vrQ}B;xl5!g
zwO=fBF00p<O)bkyrmWPC*VI(EQ*U{<ZI3l^p}tgBy3$#vt-R6PMLQP{;LcZ2*7(cl
zvzDBN^&9HjN$CFoR$T0-<VPj7eRiy`<_9+`DkxfAflpd4wHC^@t1e#EB5SI36ZYPk
zirPB1U2v&&v=6enj-Oip02=RJexG@P%dS*@A6}bzf26fPBYi8=*eH25>W1B}?b`ED
zb8kveD^k&_>2t4Xn!4&rig(|up}I3wa-@FitE%<JrKYlJO9k%FrrZ4yk?i!A5rE+R
zgOZSSZ6^*&XE6rQ+hSEqK}^*8U45mt{N&WhaJb7~hC?qYU?HR=50!CzN&H_DoS%6_
zs%7OZDX61t)CO7^4VI7+go@@WZb?5-FMcy#hj0F>{cLhW)<>xhSaUPd)qO`U?R=)t
zzt|d{Z0WD!^p|?QFRm!=HQF-6tFBd#Gg(chDrzm&^!A%AD~`8EWum-m8r%J4@5nz<
zzJ$LFZ^d8Lr>1^Xeir=K($-UMy=!adsjDSLqnXwUW1(%&Y3A;CJtb_^I&zJRE$ON~
zI^t1c_H=!zM^~|3r)e*jOIEbAX+I1<1&_otNB$e$vTU5)=07j#HQz0@m8A05m=CQj
z)ZMgRkJMKxHnk42)3&$ST|MsYYqSd1m1KF^PvaKqn}wk-1y^*d)^Ekn*Dv99uPMLX
zlkkexI<u7CuXPr&cEij&*Ce!8H$6WMccHCxlp1lGwA-4p==)9H-L0*6`@J2@OS4SH
zZmhT4ZdJU+(h9AnwAIvX6@pA)c)A+HQH?d<N;ZbECcBq#WK5ZHD7l<YQ4FB65)xl=
z=U*#ZqihNVDLi^oR-lyBl~`Np5Ri6gDoTm91$|;Ic=q31ei5FPKL}Q}$FKbX>MxoX
zerIx`+pRS>B(zUH`JZoHqfly#lPi4a>Wh^nx}Nc>7Q0K8*0P#wOUO2bs`sm??)6rN
z^##AopH`lk^bg_z_;K@d@u9zS9{zn!($v|V<`*V(MOB)=m0AkTYvxNFzNxXM-Ep%g
zRyMZu-PYHyo4GGkw@Ih0V&`bOGp)5PvgxSq{xEv5{8qmaZ&Uu4Ia%qOpB%YB<!2}y
z()UXaqPX(QRMF}?t=mW2H9ncM-}N@ByOoODn|fmU^@P;he}k9Q#dD4ae~MMn@u2c|
z@oe>(rM*6LKhWlj(p<a0^3&8S7i$)-)AZcFcIV8C)0ZnVHbF;Z)K&F&i-lc74BILF
ziVM}ZQ!@2JE5a!aP1fYPo>v5w#ha3r#8Zq)&tp=!n+cejZf;%1zjN~LrP+)*Pd1gM
z2$(8d!-=9+hg%<q32{}>n2~udl)Tf8rAe?_7KIg>1g$ArK{QAJ5-aOck?(IP{YGE8
zyZ%m(Gx-Ogc|EDMov)HkYA1E?J1zHXZLdRF=npgQyx@Jx>ieZS{{W6$w7r()ZqYXz
zS+BCWLe<Ae-7PO&bj`C-RavF@OY;Mj9<zT9>xZI_Zu;KRoRO=i=RIw!ko=C+PE%Vo
zUaPp()Vs{;Ra+=&^*tr$R_V&Ec&o#gic4Lh`Dn4+mrCVL3U2y}nY}^tFHh=c*XN@?
zO!GI<1>UQgT!rPQH13xxhc&q?%smZr(pP;<)m6QEX7g>k*|n{rlTlf%b<I+$ir_5G
zS!x})+tTW*1;W~uQ~C+`IDQR$@%7VJt~tkJdda74+@7S<_sbohRbQ_fLZ?$*FU!6i
zIPJFQWuvXRFzfXiV)6VviiFy26;4r2`u9U>s$!P)k7y=kFdQEjotm3sUAex{Iga51
zK@HE(&0-~z;ciu_vRg9?QXVQyy&7s*IHIP(Ue4l63p0*{1$Rh8ZKdg_lv|gUVNN#M
zU6@)@LR%_YP@4j!tpPhkfPRj>bkzPR+JO{5g(Yp<M*4uI=1(qcRg}7h(P*W#>X$UV
zw)bQWTy<`(x;;T<)Act>rt7qYWj)fWt(qEo#Me{m8oH53s1ftw>J#wm_2KDjmYS!T
ze983RcjX@|w0&(2vgxgF7fmT}Vf%&J;=5(7iVABb>hD)o{6eIX&3ly3P_~lTs;#AR
zs*SpjrK?BdVa#nG%Iz7Wbe|~fuWQXCX}4+0?qzEIPX42FSz2xEw?^G{-pDL;cWZs!
z%32FpbSGKesUCmdaX>XsM^2A1Jym+c^+W3a0G3*_lU&{AmBQu9{aL6jnu5DY(OI<h
zGj!{+Tq-VBY6@Gw@RNK+4ZZi9DQQ;~nx)ZEJze!~Qy}r>m>2z_u&gl2Nr_1|B-ZN-
z#AX?hnl7nJaVeR72t$lE+R-mWC6?G*UE_Ob^;{r!wfvX%f#TxS8&7vswA=G-?Kl!B
zl8u1sQk9=sA=eO~m29j9CXv*CRr-&ReAWCpy)#qtL(rc!GzT}d6{Aj7bJx{fKPK(0
za{HMU{TrnzG~M0h>zzBRwVh*Cx}xQKu<M;qa@91tSW#XnoVQXk{XO)GZxQKf>T7CP
zqorwY)mA>$H8TxCap&K0Ei}>uf~C0Xkc20w5Tyw_o;~5$JpJ`5zd*L1!{*!lhSZ#v
zvEQigskz)OPS9(=rMGG-jaN@-q^Y4mw!KW<)x@}yR@3(ifLy0?v@rWfr1qmudN}+5
zdF9H@Gt2!CavZ7Vk1w>PlT&J~Xx-~sXw6@GG<5oU?|f;kL(GawyCrpH-l5Btg3n)R
zqFv`t-dQ0uW#rM@uO6$}-<7_|i6?uR;W(GE8P{deFE;e#;$>WYwIS)5S>Y`^FYCOJ
znPfETTWkcjwS<u!XA<mwIfs=QnJ1e{5`d-bZ8cg76uQB6l?xJ7Rt-U@kC5hl75dG6
ziWe#UCVHEClIj|M-s2pH=A)GNK)P4!X`P}|dR0wUg;1uZsfDxdgGe5I63|<NhWUxh
z&SrAQQGaGRwV`#_FLi5n+kIE|cbJ-H{{W=*5-kp}DeYAz)2V1^E=jj8mXtAXcj?74
z*ryFsETNDS`UdhN@%Pa_rFqq)y&!ry<SwATa~7$cS*ER;pP8%C+B-!qo0r;l;wW#{
zi*Av>p^LS)@l!)fQ%h)Cv;#CYW~)<9nrfHr*4F+?zZ-3L>R(xU>D2b0R#u)?+c~?-
z%@d;ZTg&A|wflXRt4#_@olR#qM_stxMb_?z^(Dz_xH(x>Qq>dmR&!eA1)|wYL*8&6
z(PG$^B8e<R43xumr581@xu5W|*;+$OM8B-1w6GQ(QoFE<BV;KnsNf%!OHGFm;+z3x
zwJW<Ju%H1c+O0OTtw5#e9!5+-K1TEU2_GNn69RbpfBYkTQF`k2zszk7>4Np^FG=z{
zk{+Hk7MQ(hnmtFLbj`}ybEVMewP>9K%L`SpyRL<D`0B0IihYYy`mUKswdvZb_UNvt
zwl0l-IoeN>Jm}ZDD^_zGLvo9n8qb%y3EEaQ*1OW02UY4l8KU2=C`}Vuvs78_HFiBb
z^>4b+q;BzDNUD<KVUV)4@!UVd8LvWhKBM2I{6d#^qU3Yh68-!p`C_~4Yb|wyn66jZ
zD759}>b(VVqrd$Hnu50Xe=SneT^(K4&1g!kw<;x8+Adt5X(gp+u$lTaiHWHuoKq@i
z50=HJC1w<a8p}yOq_(Mrw4t(vDFsO(K#@Xr%_xPYhh!1~^@<Wjvm&CEG_C1+R`KXB
zH8~aPuknxkQn}a4c6I*%CL8A0AT&O%v%Ae5FpIsHLTddJ$-Qp<lTPazCDGR0)@pSf
z+g<5fJ-V+>)1sMF7YkM4R`(dBzTX_+Ur7G|gifUOQ_XK#9JJNmpfsl^FFunWs79vL
z+Pd9uz0+#@@*CFatG80ot6Ewrl+rIcW|R2lrKGrCsC4zV;w$T!udc7M+irKBnSB!a
zt@TsQ?r`&K(0d%r<)5Y7k2>!Brnd8AOzI6mrYq?*TUCx+H1+RLR$O%@vh8)Lve+8Z
zx|^C83x=VfTQ&NIqur{e{v%UQP3xyA{{YGDzgPOpeDhzMnvb78nO(8FcIOtpwcTIk
zy*9JdN~5Z^Rol^i(-&LFxzuT8-6&tYQrs#mR|?9pd|NeFM(x*|U1wID#-*@kAH&)0
z44xb4xJ065B-z87esV$iLc^13b+x(ZiF#oQTP;Yu>uF_2Z6!!T%5~7%oKPjDEUA97
zipWZV28Oh#0+lKituI1j<Ie4Gde3yZT51-`-?i7)Tk0KUN-U}R8kZ?uQ%YJJaZRbl
zlv^u871BXc5@jOA4=J^w#@sEf3JXHeqJ^PpAf-rBVM$OR6sQnE5)R~juzHRB3jY8K
zUQO%%WZt=<>iWgW9XoZ?j6KP&RouCwq%4=#>ok6urL|q@l8s$by-TdGm%IHraaJ37
zxnJ+MXKUAKQx2`mRUeGpq5K&2CpbL;^Q+g@XEf~mtI}E(y>WWbT60lRDyoB8*>s)F
z`c$=1c6P3svrSao978rsLsh7{S5)2~X^NV5s#|uET>O`9usPNQz;<Ppd+8}q<iw-M
zL$foxL8h5f66$6OR)-Sm*i(%*QdC#nkh7+y97>946hKisDhi@eLR3w1y+J1N;kS*T
zK?h<dwoG7wj2Z1PIP90CO-)y)Jw<Y%r1N`Oax%-Qb*`Aw+P9fH8vAvy-n9Ohy6P)a
zmDO%l+8l1F`*k&4B@M!|iP@&96it`<5`g<%YYK=xyO_Yv1V(oQVLj)uiTzGC1|Uht
zp5)AoWXBz;_Jiy?!LWI?qNOQOPSQd`f>acOQb<?|K}jNtPIb}-gc@XiJPmK|&XM=C
z>BI2WzIp@vSig(%KA%%_!$Iq>NxF)@`&G{!YiC{N?aU29tsl2u9BTO0x~cj~8cj7~
zVJW^=*)=WY`kSr$OTA^Iv1%%PPi@t;UE7$viS#4*hjRDSf2QtZ)$*fI`i|yh@M`LH
z=`BIZjUA;bb>)t#*+EmGw7u6)-RW#rmo2vT++x#l)HGGqm3G@W)-^BN&GMt?yVF17
zLF+@*53H|BcHV9Jq}TSOyUYy_%ZrA;w`vvXJws2SuX>7vYCBEWS6k`&X)L;d#8W+}
zt1k&_PSB>C_@&mS&1OaFwEbFsDL$xu1bR{Qoy`wNS3O5W_Oz|gcRhd0%?VWf=T@S(
zSJQI<Hr*X%{kLv)XHh3u(_LzjZ@9Tu){sRQ=%=vQELMsecZ1^67|f0@g301YMl(M=
zoGZL`L8-p^4B=C&CTqS+jJB5>4<z1PpaQb-*=@A1e1$foETiyYC3Fg<Dzv0hlr^|C
zy>q3>kCD&C9?|%B(Xr|M??9FfTc^`Wq^`7_>890m8m^h@`}Iq9Rp~pMD%66Z*6JS?
z?ONS?Za+d^Q*`Ev+*M6<RX&^P-_*zAcgc=Q+^_te*4*#0dUMtFG(57s>dM_b*00cN
zx31%Cp<a;F*UfK1aii1hG~)=NsG-rfjW(syuIX;At!jnaic#M0#%r6L`1K{oZ%aJa
z*S?T6-=;oQY3eGgM=o`xCHl*CxbuBC`+XpzYM!RiZ=z<p%|T_cv#E5oGbweNDl5LG
zta_oBE7+xT%&S-8LFzWk=wkKwc+i~!Jv{0g(^u=WPw7``b)`kdpP06OX)>Xx-MX!Y
z*+#0cTGlDiX$`qSPP!L^sD7bN`aTxi#P?_L)>S7fi7a9zspMl5>|*O;T@!AX-V<#y
zwq~Z-9ob=`lmvRLt;8+8sN1fA#ayS=1v?2Sso55#YLuJS_v2Xfk3#+)--@^4)z5xH
zYJW{y-<Fr}P~N9`d#kT{66woCQ}YVtL8Y6c(-#d%Zq#(#<>kE<mAd-sEk>J#<<~5i
zs~xhI(EaW0LrqadO;t_fpQ|ok^Y@mXpgEDI{ZQNM?VR;p_M-93Hm+~mYHRB6S5>O1
z%f(yvbuQZa?}#nlTYiyV-BmqnHAM}n^)`=fy%_Ru)$geP08Yp85vTk|TGPD5^pS7o
zu8+|gV_a9a%&uhV3qST|tXpi>M)eimnL1+4dtRohV@ulZ3AoznTBEnUVz)4h4YGm0
zlYT9Jl6_}-dgf;=Ii>4sm>MsbT+#Ivqv|gv?O?n&SE-tNLs99gUB;VQ+C{R|ZS{<|
zezj84TxscruIW=tccizJ{{RN5ZM_^D5<fl}Ioa$9{6w()l*_X6Qxce?^OA2aWisup
z*3#SZGO`XfvJ&F<9#WP73nfLT@L;7Y38+=n6o3dyYHwY#s{&|p<UE(g*gb|YF_3>q
z@tlL6K8n8vPsWgXGG)I_-leAZ=`OyO{+e34T5U^Rs5x}y?Rt{&e`dpH)6LW_^o?VD
zywI+*>zL}ZwQhLY>S&dAx;p;=MEy|uj`S<cuSDLLc}d8BPS*}qdYk2|b~b%Mb3gkX
zr!7{#Z9invwYqf|YFqUdywuu;=}~&Fb$X`#{9@5zVw&|-s%u39*7YHF&c*Ww(}$!U
zSpE>&KbktXll;)p-nO-ds&0zUuC<*$t+i>LQ(&*Y+b@sWG}SZCRp=*NwCIb@oxL{V
z>=atr>t*fsP3=@It=l&97;;Az!=>bLoF;Vx5ygIQmSbXFQ%pSC)|Rm}9`L2M5|kHv
z)CYE2bS37N+T1{m?IA@-Qb|HW$u~(Bsz@S)?@a(C8eTdL_=D;%Ogg94uQqSqkS-dA
z@yM&4-I|RrdDPUphLXPZR^>ZuyWLq%u2Xuc>MGjqx9MNhmfJ1ueM%P_chm*f*Yw_&
zrF4}v)op@TO;F84U^w$Kwp>eyhiP46p`uifJ=%AfeG}Hxt*j+!^v?P}4RQEuX|++g
zs}JHny-4D#*h@OCI!2pBr<f~g2&k#GysZIUTT!B$Rdo~B8e4v*q;|5h({*CB+jRBn
z>*fgTf1sS?jl|62aApL@9Oe?RWel)teF?+eRvI0|k+S^YluK=i#@qxZVW;V|iGY*`
zN>oA;1@zVpcD+(mHmH+fwQ`zhMpUV#g=5=IYxwl~*XBn(eKvZE)^yyjf0&+??VQx4
z<-0a5DCLt&U8{Mwq^){8RNS@QmFoMgRqN~RcI3BPM`F9_dUnE_R-FFKRyOr*Rp%`E
zC+j!y#^=YVZ&Gb(PEXeAOKP-D%bK+`)b+Y-vu~x-6uMT!ZP0cG7pN~+ira3L(Nwhb
z*0*YxTXm~VI#qP3t*&`U@dM{LIr%#hcPATn$dlvRE@1jx=D(otL)@43f65P9v^MLX
zs!DAjolD8?UTTV4Hm9-atzV**s;DhGiFPeTcQ?w)1&XRYK}AtZXZmK_rbX7%M|7sE
zwp(~<xg0wO5~#tO!?2uMZ3ha%-dvNfw3d}JaT$qSmQSeC)?a?BTW$J6f{9TnNz4^F
zv|K7$0ozy#p{)W^tDBKTgG!nW0FJEkuhF+TIh)BYWO}ycMugSW+^Xai(fW;9%xyh?
zq_;DtDy&JMxqlzCJAHoJf301qx{7P4a?027TX8^Isp+dy!(4DjG4-~+=f<d~)*RU9
z_N(URrB~A1>h*6mwN3v3RqLZ`V79{)4PJGf+P?F3W`doRqS<Y%x>DQNSz0O05-MF<
z{;+kMn!?NePd6|1f1vhlyt~rcgG~)5>h9+LiD+v+YTKE!Kg*4AQ0ctssw!$dJFE4G
zahmG8ePzahohf@1bysWB?z+OOkB>ysShTrHuF6H~@`2QwT_fM|3MT?(KU-9hFT90r
z%S42k3JUzH<6pDbtC-U9Nr%{$Z_qJ0yf#>DA5LMZe(et;Y@MVbZaO>EhLjSvRM~L}
zT4-@~9p1nNM5(l_<Uy$fQs9sQp{}*2LceZ*iLa=CM?R;23a?Hcojo+s=&ei7PHx<J
z4WoG>$=wM_W3AMDwA2?@tc%pvn%iCBo4xAP+zOor+Sh!hyx#R?`%hfcf4x$-U2}Kj
zqtzFszIOT@)%1L~=GQN3v~IPowkqTNLb>`oyT+At^i>WTDywR$?My8+_ZkP?Lp4vm
zPSs^FsY`A;nCHEB=-<`%rO!_sgZxBp`iDc?xqq*(dLK~oj+)7TtgX8>U38<Zzu2lT
z8fehaHBR-V+f_Y7lr_)XC~6jmTB~*Xbc$Pt(*3hp^Bb64xYE9hzZ^Xarnwbu^#jS<
zR<P5)ur(&4<(;zoTd1@x?@eDX8V>WXtC(X+a?4v<thTyqoz~5Cq`joIs4p}(8!P%+
zp5XJ{VqSHg$+W^SxtV-p3x0bLRP$l*abWWWhUScm2|wXO4q+j4jI@U)9C)e4DIMdA
zMzX@D6|~}ewS+bh5}G$a08ZJp3a>>UR+b>=9~qvSy+!N4OI-QTUZS~v-J;>l4qMzV
zm#s9dPfYd7&@WZ?8?}y}w&g_KO*6Ia(2Jt0g(<3JKJ7bgt;Dueq3PGFPC)Yy)la5Q
zV*W3j;OA#4DRu8NHHD&??@rnZ$ysTwvYWQ4wOA=@E#mvC?{}~4)h(i}`t=Ib-0ldt
zIF=38u9cHe?ycx+&}S=u5f5E_()6XJxrL{>Po?ct+}+fiyyh(hvgxa-^%kAcy2gUv
zr)jJ<8at)3lJ!wvq^>H|jXiVJ_Nq$jMXI);7o^s?NljnpXEym=qIqx4er58)gPAn?
zfqc5=2C~p?>bh%H#TFe_ohhg;b`)Q&Lb8(CTS08QCV@4KHFBqFp{A+>Yi-4TW80o?
zUUw5=={M6Sic2#lxu+K;-n{-0>#BRu3y#qYhuunvTWVA7DF%t5F{SGvy``l0N>Y-N
z7AfAOCiF=p&=HsbiVhL1)APri6uho~l1=j?Sg({7S2f<8<)iny%DoVq%H3|IS2i^5
zQ?J`8YsE`xs&2BChF@;5uC2EdP~(oTzP_zL6Px#{pGLlveH+#CXG-WR2c;`!kG5Gg
zrGoid^>(!ySC^+iy>q>3*DZ|ETW*?#L3)zx^&QHuuJKb`R;rUz@1tb&+vtnY=QRBf
z`kLpzGreHxj$itd<t;|79IE6n)VfmMu4mEP^ks(eq#U=<-03UzUZ$(m`l_z|rWZ-1
z=$6Hm+f6g~>ibQ)v3H7JDeLSvt7&uVt(DZsWkoA_bnYseQgTyLgsPpyfdn|)t3ind
zCUb49D-oPh{SkhXgJKJDE-qd9WTtiLbcM_`M|Rxi(+=zxzY2?*5}{Kzl#%p>98U0R
znu-IN7p1IY(=SXFpN4t#Vd^>m08;L2S|3_ATW+#%(?vF%M=>e1uBSy-oVBA%+jT?w
zO$Nf{Q~Iv&sF8bnQrB6jm!mCWg}UQbn{_3Bo;<M8qnP~4<?k;40E@9<8uwgjO&R=l
zt$|TXX8zRQs4Pb9QpeO%`_%T|ull!{`kH@rwp5ROsV*l)kajbXup8_L?noO<k|1%&
zdV7?-+0`09QFA9ra?hBWi<kN`t*T8|ue9!s)VF;dr0ds1Q+21L)H<fwZm6?ZYTUO`
zR$SR)=Uqtp=qT!ITS}?fanx?nESWPr>7JP;dE~gCOMNaeChCyeNNP>Bp#i3f$Z#@L
zvbR*L)j$cgwX!x-U@JgI)hJ0Ommq7MxES;+@lgCOwcp{7&D}4dE;`-*ap)aqqU_qH
z!Oe<I1y`W$io0B{TB6%sqb_!bbtbT-q0~0xrK;|Yw8o>aZsB6Bptv?!fB1zB2bO(P
zj{g8SA7EkxNiidD8~Q8iH}OUFMe3W<e<S@Ib7G@HR`RQmH!UA=(brp6nyjJMw?}jj
zFDp4^quJG(iTmYkCD|5jGj+WKQB7&K+-}z^#Z`Uwy6WQ=#L#)uoxvhwA7k)h02uH|
zi6@O56*#gm_FKl*!?=S=TT6X{keQ?*U^OtLA(oqEZla4@Eu&$wXp>sdvVy9&U6KI+
z<||5pQb|ZTocwPOxsJvp{qRAE`I*7aJ3l9IBe2OJ{{TQ|8yL<GITMteq~<q0xs9cH
zNy<$vU9I_zt*f85>1`=(c7~q5^<PgzS8{Tak?WOR4G45mP}IJZy;RY2+xFWkc}Q(n
zJm}=lGd(<WOImVYoLXVc8_eEa-VKXbX_s!6TiLW+#XUV>rx$%UbGz8CEv}NPnxU%8
zRnoSJ_FhAb)Ht3w4@hIb62<0>$!ov#Zt)%YXKgL_-OYCUpy#RH?Cfn(J6l9V0MfUh
zG^rM@>d*@A8jHp{^~%m>>Afvz*BXPDTJFQ5wF)Vn)B48sq;&<eOJ3TnXX+@|XVew8
z_AOUN>X{+xcPQ%K54HW{Wk?}hXkg6j4o1Tfv>XBB<Gw)S?f(Eo`f=7DiZ9>?$bB(x
z)x5mY8k>-m*C%W&Q3b!J)obL9j_0N6ZCZu94Zf1Lhge+f6w13-w^*9DpVSvt?>CF3
z!Iz(Iui^!LJ!(s9Q9xPfQqmB$AQDhigso{p%3#1+!bpy_0oBI^+5CKCUpla~A&J~4
z5txyhVGCQKv^MIH!@Fg)1qp<<wNW(*DNrQlbsTJ<Am$c?s1t0!+8L8$=WcL>oum;X
zKdi@z10Q)E;p4;!8HoeFXZ;>Yf*^4bzWZmUag%_1cqcIe0Rx9USrOh$V<h(*?J<+z
z5gc|b&Fzt{R}`VXhV-aBH3LX{JVEj6PBvhTyXSEu^d<oL+-*KMVDIn=j^cKO9kONt
zBzKZ{hB7|in-G6#^Vpq)?l@sY40a^`fMrBvMnK;kyPg%@LN_Sf)|?G#N(+)bkk3kG
zpN3<8oGB6{e0;=YjP6AD*p09x9v09ul%2biw2>bGz}y)gVhP82J;Zqf0yFzg{3#I`
z#E6gTe1ZlJNsXkQAhxE}IUmWU@!^rCqQV2&r!C(4ZUQO-273b&IR2!888aum;NTEr
ze2@%h=QHHV@%JN$l6#EAPTzSSa!CH9@JwL9@=gZwc8JJ~Ndf^rE$zGza|XZ)WJO6l
zFKdfJ_4@S|y^q6%vof88ZU=L?jfpS;$QhBJw+yRz$pU^i*!{5)In3^OfH=m)=X`zV
zI45q=0%U@uf+HlI^MX#teEfHq`%!&OK^faEn%nO+HxTRGZ(&2jcAKis=3^7Q?}_^i
zz#|0ANsbiHS8cN(N8dlDCu4w4V<6=DnLY^4M&N@O5gS1=7g5Q~M`HjC0w=!E34!EK
z3+~;WjeS}Gbv8aZjqekteiq+bWnE1{i66fBCv*2Ob}(_Bj@gM4M&<#`?tai`^w@dM
zIDnZ>B=#mGKr<7xh(ER>4;u!Z)3w@?v{KTKZKOh~>lB`*Y1`_VFhEnTLW6As)Z&3u
zr2%V9r6?*CElTqPen)-zT-9n`l(zx<BGS)juD#Z`K|t5I>z|oQG8?CDBz3&<fFZV!
zPH<GBQiP>WC?xZx4Gx{<#R979U;2xULP|@a2{knYbdyg+$Uoh&Jta$0fKrN7`u_mr
zl9v5uo8{F9(=dSTeL@1mK}l6@V~GVRa;3=r=A0|2AizRLU$V;76gc3U#pb&AT<v|q
z-*MMvDM0ECu*g4=hEXITv;zQ7QkB%DlCq^7g@rY>XgukbKzpo7y!u<fr=4l;y?!}H
zLs9BV?MGZ{>Xut!zNAu8B$CxLayt<YI<N=4>XX#9K!hPEZ5rt@*b#s~q0G+x&OS`-
z9<R+m111EV4>7oykvmUr9D;Hu;BDq{GJMDb%y9uUsRY|Q48Y5EFH$HizAuJWw}xB>
z`)g=q#&h3jz$ZD3_P{eUD%kN+F0G{nw6(V4Or>qCp=p9aDN+bhaUw=zc@xDFciedg
zzisg*ckRC9Wyw2{-^lI>9#4qL#sC@NpgczV{Si_QcODt%53FV7;y2}M<|8JnwR+k^
z4^(|qZS?zStV30yzLb<DEgGiX_L7v~Ass0E&;Xg@X1<N(DNovH(o0H0mqg`FBEy7|
z9tl&`6sb@LprN`{GNhy)fag-ziv2ub<jCy@d}Nr%P=SsSf^#qg_#5PJxq^3-`%SOI
zE9bILzJi)~Lf&S(>y_+s({SY(U@WfmLzgNe(+dl3n&N`s=mCD}T(+$ZD21$m!^>$f
zgqM_(wOgv09Z<z(Gv}>ILF!#U<qCwjqg2~1fT09{^2%ftfznSFME?MYnco=`zupEg
zK!Rg{n8X|j+pxruiII%$=Q1U1C~1*73j#CTXhv2%h=%H0e;QD0e;eDvG9uS-S_0ao
zcA>C3i?oRqNCVys0<}|ns83VNLuo2d3tG|=Pf~iUh#-`x6saVoK|sn>KPgE`n1dlh
zaAa?^6160yNm7!api-m~6qO`}0-cIu5L2-o_{ukWxgknY>Qz=25EP4pRQEQIw1Cr6
z&3koC5{A;0HhO<3LINY9Au5q$;Y(VggK;_315F`*e-Ui>=eTmy8$Y@8<}v5aMkgn<
z@QE-s>;NKiPDvXR0(Rd3#yG!CdkS&2Ra<EtN>CeLuwJ8Eogq-*3^<x_=_GY4>68yj
zK|nYyCeGtPIIE2-;YlQfQ`a==3xlYoCChr5Qd%l09aRC>8we$|JJiluba-ShZAR>@
zA=dNcI^`A{44>b&J_(rLa(iw#KoSg(KNu&u6XgE@-0^(6I&!6kE)=c=l>2FQ6%@|6
zJ+ieBU2Ex+?WmUe6;af+^z;Rwl_shz*EhOFH7e^RT>%#LHD122XgWbf3y-K2wtAFc
z1dybk%#{S<J@m{|Aez#e9(1h*#0HkrbvJeUBN{QW3L8Xy#{K}$><9)5iNG>I#QDmG
zcg_cylO`Zbbq+G(n{^9qz+p|T3QE#pI8qc6q@TZT#(0P$5C{-Aoa3;J<Gjv0j2btd
zcNZ2-vKzG2Z->>-bw#y2EeszA%#e4_*hFCWlaYa!I~kuD^YVPjA32@#5@ZR%-x0Ln
z2_|x6WaQ2y4ix>wL`Wt8%zR8|x9dDN<ywL4O>zUQ?F(0k`;Wv#$@3W}#E$dSBOSJn
znaE_xG2a=HGbVd&J^&LLm2nTbj;)}RoM&yL7$fd`2eiS);N%ZD7{r{M?U5V>bJmp0
zmjP_@JdWx({@<!4Bfer!<?r#lV`<KQA|Fwa6OFe!<NY6R(D4bFIG+$F5O*L6nFl|Z
z12Yl8c0N8pJ5FP;+a2O_JORqLHlg2K$mLxvO-1O5&fl;GFfw<HpXdaUo(WHJgXT$y
z9e^_sM}m8Fju9kI4}TtJJ0BgQKmZ7UyB+r0M4XS9#O7p}2O~TH*1GQ>>f6~$T%GWV
z7=aidPmS}8nSyuB%=VH<`yICg9^JOUILY!jU+Dn-j30yMB*e@RI4}%@*lpZqA|OQM
zlb!HS3S1lKV`G>A9rw#!_Ov04U`9?Sxf6&nAj$7Ih|W0&L21UWwXWUneJ$Cn!|G~Q
z?E6nV*e)T0O!XnOgu79=>FI4i2SjOh%WYNOzM9=elBepNN)v<9l!-1lyhv@Ng0~fr
z5|b0(lC`zcmc?$S(KcrQZG<-E-Sik+&ngxfUrEZAvL1L7`A4$I{Hajl>Ny^Icxe#m
zH~WP?zuB17b#|k7Qr+IG1xTZ3`-%osdQ#mgN$FCOOna}YTz9yXwq!OVR>AYO(T^DX
z)4zP@w+cw^Ok{#5B!S$WkDQ6mZVYY#-vDNQB#=gadw!fW=SzzdS`Tjfcv7$eme54Z
zN5p}Q#&`P(B4cx$0l*A+1jJzZ`%FgjxPjY<gB^jNxh6m#rZE76fj&4UaghUUrXo(=
z_nh|l;uBwC2E0Wro`1IHmLzfG5(abNj@T3T?lHg*f_5>n{+o;lnEA%sMo5r;bCZLe
zq-<vd{qw^H40j%J@$r&ydx4YW1;>EbK6#J`_7hQ9b=6^w@^b`iJVc)7z79s_I0ok(
z=5k~91kc~~8;%st4orYfd}9GVKqMTHAkN$q1a|IViOxpe0T|fE+2LOrQq<rNss}=~
ztp(kEaWOcbxb5KLH^vS(FgwB#p3{%H-aKuM!3JcL2ZRjAXa|1z$jo$^9k$yM952##
zIUvt)GC&xggEB;!;jJy<ZE8(9*qWR3A`v+_ImkO;h>oGO=OcNT$N<WaKoB<UXKCzC
z&^|ZvN#Y>w2ROu!oNW?8kvSQh#|}<#cL0e1Y%o6iXS8pF!$C{hqr#aBaJ7YLz7bF?
zpruJADoIL`M1>@SAf%0mF&jY`AjD^BwLYMvsA8#`y=tDMPfanYc~yvHO!T(ZXTHir
zh=AFdBRxtSYtx(@;AeTB@H|9<ehkM934%T_1_aJy#P69uo3Y~7oHEwCf%ntfct+gb
zvaVf4T~*58VZGGWB&BcNZB*|#*gfg~o9R;0f$C6FQ`8it9R5?qG+i{~v|^sCO)0v?
zJJjvYitAE^Aqpp{EL+`6l!-D_P?ElsKui>Z7pma=_@5J<zQzDC9w#OV*v8<_MEC=2
z?LH$X94lIJ`>rl5E4#x(C?j(enj*HPrs?kYt1AJ%r>ZX2=58dr2l6u2sc2b2R_-_u
zQXm%9DpGBl(`;1J)z#8!Jv>;aSxaqK);VvkszB-;Oi@0;P$%<3ROm1PIUpTa5+Z+G
zjryYzj`{xpUgY<j<c`^m!6#rRFg7wL263kAjE-0EJm>{=z3Z;L<7a<I>PmWATE{I<
zE}p2xGO3-Ws&V2-NJ?qx9(nVV5LyZwlL;|~tDvv9x$Rd_)zLgsNNTQ`+Gh$tl6oIP
z71BW)4(TV0W*>f?#@%7(Sa}&kjV*1soyqA^3QB$;jfnC%*r|1%r=wHrYV%a$>YFV*
zy3*ajYic9g_bc0~S`r4qDiBnti87$&amvIS531RdluPjUeSLd1qxQypdGR7=#GkR4
zE_}?KABn*r_alDMA2`_m0JPn7Uqex3)6ez0?mck+AMITn>L=VET*Ij7E=e*P9V#V2
zVIzx&E*d_u>O{F<xY{XDkeat`cV$=9)GP=qZ5KAZmVuJ4kfH%fQy_H{ZEiF?Xeq7h
zrnlb~H9$#8jk>WPXg&7G1WBI69ggv|`8Wq-INS{Fk>fG9n{JD#O+)nBmf>tlMAOmT
zZ0=Rmyh4{9byn9EO4uprKk{QLAc45IcS^h(rFM?*r|xdnEG3#6JDX~+Nt4s>F!CBh
zBqmg#r%GTG)JIQJ*PsUAX>7gJuKRL?Yap5X_TRq56P%L+2fva@2ef=+J?Fo3v_|p2
z8x3ZV)YLU8qI$_%<x-RG2568j3J4Icv-Aq7N=8J=fsj%`AjSdK-C@PD^G>wt4@%p4
z3T?*BOere?#F&l2AP`4xB`Hl#`-<gr<(2DBVi6zk&Os1HV_}@<wBupM;h?C#zgcPK
zI)XjBf-8EC=lE-GTtJwQ&-9@?3F?JM^Kqt_@r>+0!eE}`I1`v8PcU+3h`*?-tCZMN
zR5rCCD<I2NRd2GEh{PVMcB;~3;7$%oXwumOPiEtPZ-hf(<UGwd`=hXq{{YIlJN2%A
z^<%-n=lr9e`1-&3qrt|6e#7=^pSjEenS9BGQ<tEz9ZJ-n_^@C5{{Z1;>DvSTJo(P#
z$AOO^4ltz1h{Q;pr{KqF$lDo!4DvnGOi(>{yWB3is>f=jsJvYXWiC`)Zp{y`bMr3O
zPRdpR3Mx##o}k*oI*&}+C49QIfh}qcPf*+iCB?C0wLkoZ0Bhg5v-y&={{TFMsVapi
z6pg}D>ZYUtL7C-C3Z6Mf<acQmUeV*=1t0tG6gg6~o_AX&+UILVg)`V}e&S4>;&;S(
zBXD@xth#4aT%BT~%W1lmb#>F%G~3jSC18$~BH-__Ooat0BoO*c5OxQQ$k)c-15RnJ
zJz*{X0LWG*h+OW?ZJ**d0_vRpRIV1!^Gx9Mje6;;H7)0@H!I!3rMG9UnAAAUAvu_$
zV7E#)DgOYHAC?o~ahIwyB=Qs<X8!>GZypiC)SUtbq~9_ILoxpVxQwf$b~jAwYu22n
zb)I1AEj$}xs6{{5qO(!3vHopC6b-&A8-%GPW8J7O1JvTM6_ozYa@$<2U8xwLu5m_R
zRl2462Ub+1sG9mVS4{hEIgnQK4Lq<(4oFE)Pb9#}^Nde{p2xVyU`g0rQdd^nsu5K|
zRQ(-8W>Ebzt6}7s?6$}tAM=6gO14lUc+5Fq6p)}dnx8XjaHou6-CU5Ol~+p&Pzul+
zW_7rwtsQ{YXu9ZEJ<Thntdv%k+iWv`MYLS*w9XL@d-Zj0RH=mZ1QZ&E9B-&db!t3t
z&D&RMYuIr&E9J%Zogdy)2h~qTtPls$(-x@Ge=>w6pXJ6(4mmeX^PaVorjt`r3ynGc
z?N!vsZMw9ij*_S8h($e6iR$PqE+?zpQR8T<(K;7h(>rq0HH=VJ5EQdSkQz&?$Q8Dw
z`$}Mvf0>a_CRhFN6U9ET^;gXY)$*mOdS6Xq0#HWUZYk>k2{{X##<v-h!aC1Applax
z_W8k#07)`CPjVB0Hjq!q+pv?E&U?gkl6c$oCWX{`V6Anuim0PZ^xP==pQIv5NpOUv
z%5p#$eYS#$gq45~8faADnA`!e8TgU*+A|Y5(T!x#ih>OfF_6DHgW^tl&Sz;L$=+oB
z@jrMUJ7skl$AUo#k>Vq0GrWPFwwRIz-@ehf1Yk^wFfrqKD4*Ifkq18~zUmX084^bb
zQkq!PBfO^BQ_C<fz9%OD03?!p{C?7W<ouJwdVv!=#`6IG0IO-hA0~K4enH*{$=g4w
zrv&(cu;M%I2L>~k$<A^?%m8-#N+{6WTP*4Y1x>kL*5wn)BO4!&n2x9;V0R$rF@U6h
zG-tQO%<bFf$uk=TBw!rmWW*1Q<~wWzpCf>iliLs=fds(cZz2!=I&;D=v~Rt|w+m<N
z@eV<WFk^Y`{s59Z_S}pTVm8`9Fb42HP&2kO1P&wj7~Vkx8+ZW6#^m_PM3Oeo<}x!s
zagD~~82+f02A&$$_SU)*J@<)qW@1Q_<ct`TJ8mNc!8@J_gN=lIn8As}VEmcfkVg<5
z{6_x(Il#w}ll?$4R`LPJ?X-{7f&TzDcY!hTg#~l~3Rc_FK<g~xp(i*aJ+m-8Oki*3
zHjMBY?~^#+5-}j3fdf6snFPXj0D&{Hz?sY($%8-5jo|Sa+zG)acm_XRq(}<ev<cx2
zZChK+r1^dN3Pj3;{{SieZO9u&1Z+S6`1ms;fSDP<5_TByKm?LT`N;2sn1km#k+B#!
zJ^UnQU`FI{rgAWHBl8%6KQp)l5Db7ixIhj@!;Vzr;w{IVq@UOWIX(B2Gm)5>kI@`X
z;A}8N5&9f#KgY)kV8G1oKF1~_$e0_DNP;p0x6c0nY56lbz?^uTaEq;XRC&{{ZD|rG
z6M$w(kC6v50G!|$jijCzZNx;JOpn(&9nMT_4$(c&d`FSEnfaeF5PS{*K>YyTG6e0A
zM2*hFzT6>wZE?qSy!F#PB1wqbc_aLO<Ze#K$q|J+=Wp6X?+`=@@-{g<Mnpt+&iR4f
zeqb4x^ReRclHFZiq^6RY$GVhI6qFFqT3b`f3w>QJAfco!!dA4DpeaPh<|vk?ls7f-
z-@o6!EkPZ&5CO^BbC3ojaWTB&cqC`{B#iBx%+3ze01=M)M(xZYNln7%OGk>2%E(oF
z$Z?WVlsJlFrjQ*_ge%=WBRxGbLvE(cOixX{>xuT8h1b+MN`UxTQ-|50aSo}4rW+_V
zsc>Ya)Dj3n)g)Z--EDO?u6mIeu_{tfgsEy#2})85l%k>%5&)7^OaK6t7#qZ8o3UIJ
z(0%kVK~L1Amu?j-QNc=*AuPJFRO+&m(8CU_q<ft{(iXJQUGBIc)~VLr3l6y3rJ5Fz
zPLQ^d?V(M$gqPBKf1LZr+?91qo-u_*YEsssrKpt^sFI~9nNpNYlA=tgnIz_9&j?<c
z0j=vxjY$^=o?dx%F=(d;+_*h)bEV*vTbOZ%dXk`)Nvf`Cx4Inwtbsw)kW<tWsYqzL
zFv2=$tyC?nhRLX{K)KX)wxFP*ilOvDwGax>C_q|Dn{%zB&@i(k_!;|oCQeAnpSB}}
zVn~P*V=zP=;Ll^<Y1^<vI~&tF_!<xh2ZgEe$W+|x>ixvOR`ZB)K}u)b2w<rIB?=Vn
z^fHcsfzT4z0wh5Li!F?7JAKR%GvMUyA2I=fBzGOVp3-NrozIES5t#spIqyDWFeLds
z;GE!ai%a}Gy}(6Tk1;qWu|Iv_PCVl~@fpAae~=_j`xE{Ka|alRIX*lB41*wpI3w*l
zPDVH<F$Z}g{NLZm*Z@e}%;SVQwv?r-?cyQt<dShBBw~Ay1P;+3ehi3?*$4jsR-Lhl
zF(YX+*ud}d2K}Q4INEXBVrK?f@7QMm`H$3h+~677Arp>Op+3uRtu5zhnp9A*w3Q`k
zA!t%b1SlCv3Ir$+M1l;0CT1sZq}I1YvWhFZX|MLw{!vMEY&_xs00PBwQku5bdQ;M}
z>VWA0Cnu{*CNaJ<+CFiS`#{D=0f_hmA~JRW#y0)DWMKnCnEJuBGRWV5-M#%LjJ*!3
zO4^MpR%9lQ;2yZ!R;}T?f&hJ#fO5LD6#h-6VlkH;BYU?a>OPoUXo!(tX><6E8BTvP
zoM0(Ub~5r1a*Y0HI<%OK80>QgJ8e5g1^|E$89R06>1kPZ+i<F*Q8GghDGj&;Vb;X7
z@Z0jbg{DG#i4P9C_xM8Mlr_?aI@@s0mA&`zjCodj0TbsZ%$)bw{^SBtCJxg-XcA5{
z01@6WXKazX{{U&M_kYQ$Y)pHHChK8st9`(zkLG!mf5ht6LXK9J{{WQ(rV}L{Cq;7|
zdS3fWaB)PDYp>|G+`$Gq5*~0<)GMd~)P**fSpNVvCD&hcDlJ;+LUN_G&(A$+8cs}S
z;z1|p5Cmp>?TIE206q7|VcWplXagT&2W!iXy5VbmRM!ee=-x~ahtN<IF_b9&MU0Qm
z+LV%$zT8+$V0R)mpBN(q`Hzt&BqD>z*Nu7Khk(dhBus<cOm83$GmtW5jEL>O2;dWw
z9{}AzBEQOJMld@>j{8hTWblC`<VYW{aXCGJjLZ|ic~~1kk};gd*xR<-<m0~xYoAu~
zx4ybWi1IT#`OF>1k_>^|0knmV+5IH#+W^QTIT$m!o+C4y{C3D0+B-r1gb|(|#7<!C
zjrRQn0lZGp8Q~1`*XraC$6iwGB<=+7vF+T+%*SCkh%3OIyKT8U#P*pJAVHkR5s`=)
z-+vMa+;@%QCw}}AMrM0=#@L)h>^$Z;Lj1nFSa8g9${$qbVEhe^b25C%5tG=-;gb+N
z81FH*GDpU9-*d!g$T{4D6XX1F2tEEHGl?0-z`)poW+QmP-|i0xU&HIAH|xvmnL9w7
zi6Gz~%mjP`J-`v(3E;={k@7NfaC6v=#A0KJOydR)_}&a;4Z(@{`P*Q%>3i+uq|jSx
zTxoF?E~D6`gPx&K`DvxXVMQ%1Zb45<Nm6AHkT+?j;ytv>lwe61F~5Qi$1#Biw{48~
z;etfQa~SM)AFqFqVkeF7`!Qj)LbV>IruR?>Rl3NNT~ZWal&+yjEmOJx$aR2@qbOM&
z9_3VOtuts5r?k6HzKJQXzAx%s1P|s6Ax@>a5h|ysU<A%TI*CHNfjMv<-!U5XuS;LA
zFsch}LfBMAONjO<ppK~(50=?;q!}q~YH)%8Nh?B5&HaqB+9g_}Q&Lknkb3Rbq4jmM
zKgy*PDQzg9$tt5$U42sTLuyjB+n%%3cW|Loa(Si|{{XP`hv^vU2l-Z(3Kr@?gZ=v5
zf<c%{V_1_L&QEv)u|38kxbc#Ab=TibVe4<Fg?!B^UPI0~33`V~T95t^w9+eIL4?=e
zoK-;TNhK>y3S3h%NtCTFQ@8+0DGH8^HOpA)E2@3B?k_V>2|{UTqK=&?5Iw$%a)mmP
zh)d2p7}zBtI<`m|In0qiYz$)=*mm6TPjQo+0$_n1`;c-X06t8PA?wUnL%;TC3JX})
z#-_Eg8UD@rMEa&iapd4k#!T&u<6=H|MC6G0Bo6cP2HzWGK$9?-oWRGEBjdo5Hkcqp
zcRIUmnDZMzk-V83j11?7{IeOJ0{-ZEW-~wR<;dx&I%NzP$HW8jF^<6f<8UK_b2yWd
zM`9!6Cn5w1+(;vc%;b#r8I!#B?;XM0w1dNvGBQXVTVw7q+GA+*v_Yp4T7Iat2gmLW
zIFEvIp!Zt7$0ARCrUqn_ykh`($Mhu5=e{C#0Om}B0l|;}!SM)~#^7h|1bpld&tf0}
zA|!w_8;--iV*~>sGEa`%fltTWM({oL8dpkwKH@il@2JwcN^!m<`8eKiL>VS=xft7r
zgO1=TPia15Y2SGf@_3BQc8Hmt`S{)en2pKIa7q3A>?3*Gb3Oqk2|EQT@#B@vu4&fb
z)0VlMv$lP5c*)G<#^hk<d}IuRv~9l#m_71iVF$1|Kj?!SV}ws}1mbdYydK$1_WuCq
zKnrZlNh8R?f-*<>(}Vi_!Ab!`rL(46_f%JQb}<Dg1vguDDQoVi%ij|}r}Q!mpF8dZ
zW@kB(9;oe%<7w=3oNo|D(b!CJ0&sl%M||Vw8)SUHzCQ7vfJi1l><J<c36321*l)Nb
z()k;W+S52?pY1jz()#kJE5jT9Q9I7!bGH8g<G8^RIC235NfEh^1F??L5eGf?;sA|^
z+;4%OGoAJxM)4dHJCU8v(ciW^W=7-~jPR|+^r+)nQlp<Q8`A17a`Ve~-JYVfm?Oyh
z_X8p)5sZv)Grt)s3)R}%r2ha9xmMDqdcC%497_s6n9A7eEi8UwdRBvzBuLILA7UWy
z+>M|_k=;jdLCJ^--}NJNje&^IcsrQhK;c@P{om@-&c6N;4Gpw6;bNL;de`1Laz!^W
zs@y^t)Hb_q`kg8UU#DrOq>(NZskbRibcF<_otaRMw2qY~>1pM)_7vOIdTy~~4uv6R
zn7bJ&5m!ovgdU!UX(V(K0?LwjsGJ_>^fSNOd-pv<>?EJKkLxFM5@X}IoEhTt<>ybj
z{^)Fs?m2x|;a@WxkyFciqMJ1qdi!<el#lM#!|7qiV>k;gQYKPT3Hs9|LQhBvI$d3=
z<7;^g-6(3PfpIC9nOkUDCndKd+i*ZKrk1RQ2|YNrqpz*EyYEm{)Y3Wmf4rx8##BHC
z0?JBy(~=5Q6qQPW1QIyisQHtAWwA|gYKHE@fJ=$2r|EG`i6I?q7THmdnNzgyDD;AV
zI8wM<$3J(#jx>eF<HP8kIyI-bM|?jKA^2_@FHUOwJyodv(aXESeL<&E{{Xsw)}CP-
z!zS9K{{Xr&jUPav72=!w7J+2`3~a*Uqo_sDaps64<oA*e`yR$~f_9Oyh&-Cz!<SdN
zO?9rLPgS}^zecwWG7fOqVJl%ED1cPuxwHThRIY$RApZa^jZ;dg)0e6XtvLc4Q>a79
zosu4DPc&R45TNL$A{3Gmq>inejG>X0Zd6RoP6o?|(kEUI%(xtNPEpr(QMM2kTWZ5$
zq#+mC1`1tCBm`EL00htkgOzgt-z(mlaiAx8-_A)84n8A!Fhq^GTThX>+r)w~*n#^T
z@tL^k%iX9f*IMeBZ6D0{x9-!XB#x?<3yfzf{{WQ81dK`I&XU=2tw~)qE3PyGiF|<D
z0H7&kd+ro9)&dlI1D!-AP!$F@V{oyzjW%n)A#CZsumn>uGOfTGZYM0MT5ry=Wr!zZ
zAY{P(Gan?3c-t)?sX-|nN>KqRNF_>9zyJX%B!~b`;6Nvg;Gne9AUR)h6>m>h(OXgO
zq@`%;L0xL0k^;y>%_JqzI@Fbdmi@%#^V&T&iW+NEeJe>)Vy>-8S~?bm)zl$tQ)(cn
zBq1fW5)z=2lyCs>;s%*z;ZsgJz!FE-T4|N5LMx_w<7v=WZF|ezNoLpDFIrx?U#j%Y
zb9MTES=coV%Smd>9m$ZiirqhUvs6-F?YAZyTK&44d(_XRB!=DrWbtXLbz}OX^Ixeo
zJ@ZlP{aJHy4qWv<ue#hWwf7g;X^MJEnyUMSRaMr#P13O4F-6LuWH5$UX~Z>7gt-n}
zXiZbi{$%JbSZPL$%USa~Tj^Z`rfI4bR`IRWy2|@Orz~{N8fGi2R+sK~8b+2WX=<ur
zP{lLO6f~~J`snmS&A-F*p3nMx=SA~CYAs^MlhfMC7hYN2@AtheQE1e{x9AeZW~kE|
zLhvgXa^F_XYgHCHbRovUW$Knz+p5{BW=S*6N~vt85Pn_9T5N&exh%rb-Y6OZTW!Y?
zQM40P)iu2+N{UL2Xb1+G1yZ7;Q|g}#sZkwHs=U|Lr`j%tDS%oNM@l}PnJukF!q7rb
zQrqf3mA6)~*Z~OXN&-eQb{obZpScHYk+{#v#Bl?>7$2qp2mW-C2Lo*50(d5HJDJSx
zJ78iX%=gaRZ#QnB9F0><ss(sceR3f|?E1Cv6u-LC?*c!l!O72fIl(!B8*$&>bN(cL
zq513S3z9yG^`$>ADY-ewN}FXykEyWfs`?#gac0eAHcL$wq`lSOu2eO&)GfVVUfS)J
zTSa9>ea@&>)m2clZlR&!{{Tij#pFLKJx+3ym>#D&YgNteMCsez&F*3H?vaa4Te^zf
zU8e6=yLVj`>8CCA)V90zeWv+cLbX#=*3sKvqqo;vZZA^T(|Y6hhx4QGHs?2{i{_#9
zTge@7$v;%Jm;E16X4ChZKC-gf>2%^Q=yOp~F4<?-`s<Wdl^Z?A;Z!K>Ptq;w(zRBH
zE>yHlv)3^>rjv?cGSA=>_<~aFPs?JG>@xhO9W?5fFShwFCDuE(lvd;6r6mY)G^wdh
zq7rr#d&H)I?Ie<tpeSqrp{dZ3k&mAr5&OxU?lKN$Fn1z08AO;T0|cCzpOQo!hhsi=
zJa=o*AEbIOSbnbg6X~m3Yf7$9SUJsjy3tc>yN#u#Gwj)Pt=m@pC8zkcRkDt*>8NR~
zD6wg@w(VLgH67x`L}}bbz&PJ6{w+R?IU(p9)r-EJIUUY>$2zT+E?#M?-n_cs>Fn&?
zw0AJ?H(g3A^etknEU|2;dV@_-=}Yp~%1gAW)M~cXlvYr_(m54kl4-=7!a~%k$0dC*
zAT+fgOC`eA+MNTtO<Y2gMGyk$l~GGTTn(#Wxj+yU5mH5JQVjqq+NCZ{DeW=lVVvjf
z=Me+vzT{&Q9CBYKIkT&I5zWq8bDu%hiXCIhy?3Pffu|o(3a2-HA$_3K7WOL{S{!Dw
zf%>WjTCbw2W}=R+k#5sf)4xpPjXB0MjA9H35^+9f&IIE*fycZ50E9;|{{Rbn-jC)V
zrGH<1s?xTdTg~gnuzx{%vDDP|%1S;|P}b;6J*v}YuGKdS^9$21QeSP?TjrU&Q`nxj
z(&`(NZ0c&7i$!sA%cqP^i5xm&VNw$~lSxQS#H6AU>#CMr67u_{sU_65*;1C;N}N(b
zN<yp*Kq^v3&`BntM#8qGNUaIb<TsEn&wiIQw?6*>9&cT2`m5$vlH@BC9-7$X{dYTb
z18#FJ!(`U_3WD>gE3JBWN82rx`kMJ!d$>7kyfJLFR_ZHtE6AsLH~mz<c7l@U=GWr6
z>KoE;sV`F2?Puu6l5g@4l$LH@+H{@YML(o$IsyC7F>P9pRWDL&y3H4*>h3lREyDi*
zXsFWm%9og~sk`2hr)lqcoKj!wZWI)ri1HuP51}13&+l7Yum1pqi(2w4kld%V=!)M@
z{N2!8=%CY<KTvh|-4y-i`A2zvy4y*mb*19bR@DUs`p2fNbg0zy-@_l$C~r@+E_#FK
z3c2cPirTlR>3)Kd>Z*rnXiY+@jU6+tt!&bLQ=mIgY1=7e)Hsy5@JG1fde%oBcLJ7{
zdlzzIS#wOuVVHg%#utZrG}N55q_p&~m~cDZE4rM0R6(FXT!zY}-u1#GQDlSwc1o0@
zR;q;(Qb4r;DWMlRD=;Y@p#B^Fuf1)0QKaWr`_8#3OU;qYy(wL2=8KgapVj=@{uie#
z8g~6qiuE(3s_9(Q^qOvt?ReD{H5Vm0WUl%a-qciAJ1wR9HF<?`c@-B5_mfV|8egud
zc@&iIDy52M-F<E*or;HDdCG=Z1h(7GJo4R2LyL97qND1s;Wzl4Yahdhn)-!QT5~|^
zK2&qY@5_51Jeby&d)3Cii$Q4{o}hBRuSV7B-m9IzQVVXWy){VPWe%XzweC9GH@!1n
z<5ugHn~47a6AeS?KT`URV(IvG>ATL8<O`g?)BgZlX}tdcYtXdw5!=qDsnqY=>2=rC
zYFZ0hlob{fu|ZRJzEQCARRYsjZnP?gPT2V=ZMlBZVh9)@VZ1?!cae?Cq%9MEjM`A+
z7?QnS<@T1~ZcP9>9%(Ktt*`<j5>(P^=^-lr02ZQsTGMA^FhRcA6avEfaHpdkQ*Y6J
ztbIIcYqqzm<;9}c&8--_#<ruYyU{C8+3GJ8^mkgCx~m0cy7b+t>I#SHFKM=1?NzQ>
z>MNRJ>up-oUr+1*0OGUF&rMw0{6_sZTyFlOFFvZhH(4~Ek7HSLN~ZH<y1aCAoW|BQ
zw_OEETc@l#ZqZR+qwGkdwHt*i6s+Hp^#$KnQr2tRmcG`y*XM|<5DwBO$k-T+M2IK3
z?<bEyzYR`#`cd@t>Q;}KezG|+P0yZCH>7X2v!LtrewWtt3Dpl&+b&ic?Ol^rRWog<
zYJ#HFswWv!6=|!bxzy5CwB@zh#wv2f@Wh#)pBqHe^HNx3+^bTOX<$Dy=>sNTbs@&z
zMN}C`buH}@rKFIO2wB+;k`j`%sHoP*)fFP7Uu88k+O;bl-Sd8<@CBvihO)Q%Ce#|0
zuT+&fqKcbBHFdOeoyuFK6*c1DU8@u>SA90_h+|7u>3ePYHd<D$7W($J5Ab&!rJ}OB
z<w4_qef}&u7oI+xc_-+~>&kjAU+RBN&(WIwTH7kGx#}A(i?LSn?vC+mv)F0xFInxn
z;rhq5ex!D?<hSm%wD!xDWgW4~C)-xXr)~cLg(p9`F{m{!rEXC3BJb;$QfjAlwX2u*
z8(yWnUbJ<yQ|pIxvC}rI6@kioW}&xRsGm*9n?;Jg{{T%(abfG-ZOYv1)mKihau&g&
z{W5yA(Y~Q>oU&t7>W*G(o7K}<=sihvu402z)Vpo1)3<va#jA@q%Uz<Pj-hT;)4Zz%
z$(jp`Yj9iLQAfA&cgk|GxjxaZQyE`t5X9C3+?S=|$!YnqIWIi=*4kbmgNK&X+R~=w
z-Fv+VDFKxzuiN_w!}C}-q)9g?GdYIi56-hHr~9ghBv@$#B`Qb@QiF&}omyF<og}GY
zI~uLF??rQ_YO>!{ii&qnOKKfSJzWWOx6rVahY*!Y(4>W-U0rEOLV)dGrGHht$n=fO
zw>h87dV3vx-m6aBbj5YMQBu^_TI%hWC+Mo2>uQ#+k!Y%?s<+a+O;8r1+hU=hj+fM-
z)(>9VqVMXTo&4hU3!$`)2P`gp!LsP9WtW%wQs4z1ny1oeYSmcvuHuI@wYl9#c(b6?
z)?S^pQBzzl?^Z4QZ97JtDd2qp>F@C))t0?&%zjsL*1uhHKSX;Ly;-ewD|U*@UoIS{
zvZDEZx!-DNFZ9=aLj94O)jfB)NnZ5@+Rywy_?sF!qK3Mqep!ZgWf+3jGlApydM0I5
z>#emq;^d}wSVX&lZ7X4AWkK}>ZMM*Gu=+sS0Sfe4>{$&;A)I##bqr0k%TowJZefJD
z`C3%M))a&*WoQ7F*1GqN5oK);qF4U_6O9Ya-%otx(Y~hiEz6nQ=G2y*Wl73?M*XV5
zs~(1})VAxTHJR#Hkkb!QuT9;q3%WFhEoGXEVkm4qe!!`4^Zx)O?&I*@^oOK<LZa8D
z`J#_g7ONvQS}#%4{XNRW)ym&ctw%^8wk}$AMvlWxaiDQ1Pt?4I>)muYMwI-i`gZ31
z_nQ>j;W~zb%}ZaRwY6rKMQx3{jV-qGM%6PlRJS%LFAqI*qz<<7Ql!<Ctwpoc+YX`H
zc73_@Vfb)!C)P%h)cnV`>wP23zFlcs)z3{_H7=s}?hhOFn$KguSJM9g3#O=~T|Esw
zr%_w$9J*CiGe(3ar38m5%3Ryb40cNza}Ai46Ik4wuW>HxPPA6Zc`eKdryNpCb0JdB
zg#H~!?!wXz!qQV5d-7NcaFH~bzd*p|XAv<wF6(ZVpAD5ViAE5GCCN%mHXJ^Vm8r!c
zc2ZVV9(g@dU3u4(r&gz2TZ&W8d#<RhMMX}!Qj+r3GUJ6HEmES9CyHL_#Nf>D`<<gC
zZ-O!QJAX2?Z~L9|7hdxJ0Ql9nQk@H}bxw{Nj>_-5X21UcW^c9DU*mR%dfYDCZofop
zs1_FIRV(c*6?IAN4<vcZ>7PaVX7vNho@H`*?PJdkdc&0bq~;jX+EVXLqLEWUZf$CM
z`*^%j-*o%*w+ni!sp@PNtBp&|R8>-YwAA&LX@90OES0>ro_!L<2zg3VwNgusAgj6s
z8(zDL8wfu~Xo5{Hdz;g1Ze6F?mv(G8xpburl%-*})`XXcaHfs4h4-#h?QDZVTMm}>
z?UD>h{L0)PF^tIV7!li!8ubxYihe`$jcUie%Png{nFUAPxasSKy{Q05PrFc#wQPa;
zjDZK2@g!y<Fh5Zrn*w5T49+<1A0s^r)B4ur@2d7|dBJDpWe+PkNmF^QrmUrEqV1|E
zFV@{o)l(Md->#=(%|S-Rl~k7-+q5^P>8=;M6#}h}3zyU}%64gv_p}%)Qj)ElPD$m0
zLTJ+uw)@7W)k`g{RJm0)QVNI>v&SbJlfrQa<`vzxC0%c9A#3&D9m60c0ZKbgxP;US
z3hgL_f=86U<n8_*yo2@o>K~r89;*3&dDh;axg*K8d6%e_W4-GAKKeC?)t2flH>PT?
z8WsC?ta5`>>2&i3z4{9U)}G~C{gg{|G|RXOI_r0eKBH+lTW{yzIBndKqq|V@g4xVn
zS!?CJE&cV>-kZ_Z+r>>4iFay;Dyv<3z4`_leyPW57V4gPUg{ZNQw{sS{!bSqy?67E
zU3#0gdNuV=Z}h3B>>4K3{_UE&uGM0wtM)FojeSd?U%6A>bp6($+7@eQwKW@cR(p*d
z=R~Tu<*RJhT|0lGv)n7Z6!ih8&XwnPHMIKmMXy>rY}cBRs;yIFsj02B-)mgCR6ku`
zZ>_9DHMNwkRl4$8s;y#@wxtOVR#8yYt=d+9M&uoFeWb>ax$yEDmBT|a2zBzAK(@-3
z>&-2+u!p8pQlu%hsl_xCwvY-6zET48_HH#59POC#pshI4&1tw_?zY<{s-4=)mEO9V
z-9t*!6sI4ns&y=~(o%q>61NtS-ZE8yPai{`oqaRten{!7VuiAb?XD^*OV_<oTSm(6
z0;;iqin<GXi%Q+1wladMWK%Y|e0$EkRHxRSJZ|)5Zl=2Wm*sUOQWE1LzWra&vD7}I
z(WLM9ibcm#Pg_-#6z??PBinVh+(;@&9DNdpe4gX%M_>q(B5}DSWX~Tu{{Y%EwK$U#
zm``OTW*wK3e-8Q9d@{8+>An2S#H70q6p&QQK8Ev!s+QbSs8Z6R+6sMx<jV(?b&1Sj
z=8){eb6$roR*<gayJeT$aj<L_zWKC;(`g|p2~`xWtK}i5P*D0CaRn+$km3@wEh-Cb
zNhu--QWUh1L@6pMG6@`aLr?x5yuY-1W77Wsh@}p%<vHdKg4UXT`(WksT7J;yFd3_}
zb6Vk~U;2yJzN?KI-C=>KU9quiS+3G+t-UJoKy4Is?)8Gf%YI{OjWek=zM0TE*8c#a
z^m0<ITdVB)V)b&;+Fz}(>tEVEK}SUGp2(+~0Mn-DSx%~gq$QA|v;(TMS6ssmhF+>-
zlDb%YHsh^R)tY{X6w84sOHZkg^J`N|3ikcvD5XB)3HhfDo|wX2a$%!3+TE3T3^>Hp
z#G!4~5F3~UqCFuEEh+_<3Yu`8mDYqGO2j15i6OQU^tek?Z7OZICD@w}FqD$?nv&&A
zx}R-HA>>i!(g8&_wuf!M7jHw{>-B!FM}8o_rmM6CqQR)Gx=WY(PQ}X9T#;<J*={s<
z?O$cJUM%;E{lfQXexicOs4kUvntexihc1oUK8lTO(^S)SyF_aJUCS$VZJ(DKw^L{<
zUDDS{WV+C3>;2bEQeABn4>eOqY`N3fD(G3bP*YVj)l(F8h<cr>meEk#LDYruUiHkK
zeW>*PpGe>JzN@_HJvjH&Y5gm5)E7#<F=2n`sqMz1%cq{IRie`J=qV{^+;)PFnb#?4
z*=1{58%P>}Uv0pXf(AeFsVA`8upl3u_C4B+UmQjqFEc$n?3NWSTacHSeJk{3JQL|E
zY_^8fLyDqDcwBKUfQ_=6h}vMd1f~+q!UVLCa%JMD6)wV?LfLI(%OOZ{ZjGje)THdC
zPE}zb(8p-~B6^&^`b+1=oacR>!Aq=NwNu{hm#sN*xVdaq`qO`*dXD15H^E19e$#PF
zifXo!=$Z=R-Ay=6O(k6`wG{5_eyF+LeM<A|n7r^-j<#qMukLp1fzo!G&*C)J&*9b^
zO^CYf&*&{?=XALnSMh7r%-d)`h~8`KtA3TAd^VnFZ<79%f8Iw?&MJ<3y5FjVUyzzk
zN;7q|y+Zz<R=B3qW}d3bbmJGgOR99r>b0lwHnlZvuuw3?y>v*fsd>6Sk98!*AbBwY
zXFmrUjDy}ujwWT<>3KPPJ=ugVP11}}rW<jmLvFs=YiVjgE;RRcot3bq4Vx)Q3LwVn
zRk;b7>6}HWXHh!9a|w0#TYaAKrd&hBHieMW%$F3B+{zGk=unpmQd1VoVJE8{L%fL}
zY=So2$BFQE+czln?yb_gpIKPBd#tq%h|<Yzy<@8E`dayR(%NY+bUMOy9rlKW`$d>6
zhTLdfYM4U*03wi;$Wl8Q%|Axm-Q^D<c~R;!Ry(AsIeE@U?QCgp;1{Z^#omwj)|+!w
z+Qt11TAQ<4->$b(+?h?iH>$g>J;u*;q^+T*G-XS<<+rSEZSt?v&olipX@+!*oVVu9
z&f|8}u3c=kby|v+rthci+H&fPEz+LpOHE3}Wfhjn>XTP)uX3KI*2?J}VVawh71$xA
zO1>MORMeUDa{EQL>fu`23zjr0PRni*jirK0Q(I?DoSF2gaPAf*XK6B-cXr(=X(&U%
zxw;gkTTZl)t&|V}SQS+OuRvYp?XKH@{@3X@?%EexrJAN%);bRHbJ4n;l-DGEO8)?h
z>H3>}OQqHHt@P9>#;T!hRidJm`lcS~m#D5p>wQCe{@hw_dcR)YYOQo>)z=Mas@1Bs
zb@KU7?l!xf4O7-@by2p82I#4owp{LayR9;qP-g2`!>rO!`Yxn}e=rd~4`63K_A&@R
zpfkmztR-NAkarpH^MG=8F&*Y)tB(EH-<8hU_Bv&UWib`v5{)Dy=Im8&&Po=D1G{XO
zQv9$;`W}qyNeTd|3l=;kIoO;B9cgKLRWh%v?Rr$0Lk|VkyGo)9ZjyeNdWDlyMJG7p
zf5QXuoacw(U0~N-r=;Z8m*$@>HNLfLT;H^os=exM6RK@j^;zv&e(e67zOdEq&1zNZ
z$z!v#RQ+~}ygH|?R@cj}(^HB!Jhy(D_3CTXWlcVsw^}sbq38EGD*ph1S}Lnv78?!Q
znflS?&|6=)F>h1i*K4Z1GfL%K7Qc7tDb(w9J$*F%dz;A5Pke>-1J1n#%a2f+rq9cM
zTWU(X#U7yMCDE%ZXw!byoV(WAx~`Yj)o!&lcfQiv?5|wwR?Ri77ZGuF`hTQL?e&}1
z2czFi-kg0w>Z(3LdV=?~S1<JjoO?v`aaxy8yKK1LShCnJHPsgTtB;FaMMaxZR@Yjn
zE3H-Lj<@)2J<8sfDcnJK>F&#Xz4k(N6Ih()2{(Y_n4*M}^Ae?a%%jt7v9`m`N-*MQ
z!#hf<i#T(NCao>?tR$Zt#ePlkIa%LBlbmXKmSw##2avfXCS1H4QUt?+aw>cgU4_jd
zdq0E-2_~Jm<#wv|J@^vy{{TjMZ1tM`Ro~K2HmsLjbIe{}a<ZFGU+ej&rnP0KQ*zd-
z)Wv;U_V*Cxp1D6+c)nOGE_A}a$jempmm6);{ikc~n4eoek8e5ejB^u^zK|_y<Ts~V
z;##EANMlAXmHgJxR`%0+qy7zPR+Yal*JHO;X{yaG$}P0bRIzQh)4yuAy4AX>oYQqX
z*Uzs108l=^Dmf#pd55bx8_dhMr^hdAv|jmK&9aK+cxv->v)(G*zF8@1efq>DdVYbr
zdrcMjbhPMds;1R$wA9_NFI0UC{vSS}Ia~O>bI#$cb@!yb31;L+qd!mDsWe&v+YXJ?
z>DS!F)YTeF)Xtz?iB`%Rg*E2Qp)`_hT5j7@eZASKzl&DTp#5qoE{*poY+DANlw-A1
z7+jV!FvBk=8C0aoWz#J<)1_E@k6`mM?adkdK`KfDo^7`f-r8I}!(kEACosAB7yS*^
z-(gFsW~mMbQ9u{nOf;pk>uA2$cC{oLXH!p%UQ+7~DR$>yEG~YcuX?*ua-}@Q(>D%h
zl~-3^uN7KJSH@k{4>Z+t)h|`my+G}9-z^2#yqBsCDOFnAC+k|#_|<+JzMVBapVFr+
zw2gN({{Rgue=jagH>GI#b$hPWY;z^fWnVR#Zg%@8G3&IUb52y<+P7R2ZoM~Pu6@T>
ztFCl)8m_M6U8sIQ`O#UW?mXe<wZ}u*+|$}JyO{dkyGmFcwzp++!>20sCCZ}DWj3bV
zb-Q=)n{w&x>7zoTnKY?yp|X!{JZMfyIgtmn{?YnKF~_Ciou0$HLWxIb7dnQKEmq}O
zeJr%oj)bYXpn%y@C#AtsS$z&5ww1V&6cs_krPZ`l6SK9oMJUjl5wt6j2K63M^#RFW
z#Sidt(LA!c=$?0e9&Gc+R8#70Z(FA|Wgj6q8K$Xe^sV;m^}1h7BA%mM6<QUeEW(pR
zHK?psyH#eew%Dz_#MG90USR4?Qpowk=H8{!ddr&p&DGiqOH$}v3#xgAtu-c!(G)Ez
zo{vW9E9RrQT=edhq-D#6(Z*?X^`5GZ(N4<lw-vU{8WOttvY)7Tj`A}-w<CC;kGEh1
zXE7d-{ue%#xdH0~)K%w|KBM`Wsku?1skvLK^+mT*={6XxyHskrD%%yF%W6fv+db*(
zmdU?AdRm&KEs<pUDueA;hZ?QOVcnZ=5yb<zgNQ8`rUK?BXF^hi_lMEs!Bc2f(#;aX
zX{u=2XoRIAZ5K)rL{u6A0zs{=rDtvAnhj&U{{Vz%;brKz@do6_H0n9A>aOF;zf!h)
z^+hKyd2ejhoV&Ktt4%d(O-gkY<40;6T}H0ejnq`r-O!qyIexNJ*gleyuI)v0rKx6`
z<HSCgzX<(5>SLImxp{8KsU0cHTF*w6bWXK>ys<;7Q_V|Zrq_+!7o~LaYxI+<x3yoQ
z(NOlOP5J73Z8o6O*7vLxuU&=8leGT;h-Rw%HaWicA$<vYF7)YN%3f$%dDWn~F{=Gi
zYfe__3rW55$4sWDOy2JG7y1h3HI}*6bT|5oW#aXCte~{qYc$o9_#1UKio8-;>>MNN
zd+<*6Ys!9V^9Piknl)|L)V_z%e5TV}(dI6tuwU&Oa?xz0yHo1BRUMw~Z5p<|fxDY_
zeIapX*J->zLwK&Uu<Q2wYqk`(SiZL2D>Uk+UYN(`dp_nYku!!#;_`B;7<&@4Qpj=e
z;a{Sb=G#zVscDrq>Qw1-*Kk%fN>fB7EeAWhEl4W$%7G~aW(o++B9^72&CYK6x%F|+
z?n~&NMRPY^YR+NuTank7D|vfnxoGPhy&4&ItvsDJs%70QR#q+zQqyVlQ#SRc_j$Tf
zS{(PPXiYQM3$0Ddu>O)i3eJ9dru5gYy<uouw=NvzhbZ;6PMg%4e*XY^eT_kTxasO`
zEqlAz?e^+g8uGh?_MJ~=RV@u$Y>TJydv!In%G#=mifUe8<QL+p%RXKDHsz0_j$ry~
zv+6r`isoxNs`br!cPw?<y8ESG)pgpgw@*}3v1!uR3gJ&zcB!ScH+j`pR#>*%tk#;P
zS6S%TwbS>{m%oVDBzf8Rr1E~d)3+|Q=7RKl&kJ==Ecw~#mdB@PbVi@ldV^DP_fpxL
zxN03W%X(Xlj<j8FZx?ktbWdH8b<<YeR)sRc?^lbBX7+k_8<JvjUkt$7!x@)c{NR~D
zmU>odT2*Ly#D<yfLlc;?6ylpJKZ1EDz9mZw7^NstNmBOe5}F!?0!0PQYLprSOAsxj
za>wFX_)PkI(>m|a7b?8~TB><7%%4|7Rvkg8S>`t~H8(A*(WkVPlThiKmD0AZ_p563
z#b&X8QQwZ57PVXSmD1U!?}F7yPg7@8HU3xgi}11hNVV@cxzoun<2RpE`q$E)m(x0j
zTe7ZXjYP(nwCihSb>@PXOI&qkps2Q6{{V^FEH?|49+`gUr!_91O@^Y1gG$xjt!!G+
z^k?|6bC1-HwDqs)XYlRhDY<eP=db!RTJnRM{Iuq?dM5Q%r08^`7K`<U^`+HlyfXa-
zi%?UhvceL&cG#rSb(N;kaBi5s$3!f?ia!yqPyQoZ+w{Nbf7ZIMyyfO+BP{&z=f^ua
zxny>l->L3Z%G9p0qbqd{B?h$Bs?$im>MBOxVv3Cpvh{thPz^LK)pd4yE}?;A_?)&C
zCgjdDg?dlTb2yB##tZY$y3xe|Gm}%yg}W}&WRzr4DqJs_gd__gX&Z+b8)^w{!kw@Q
zK-r}mA4MjB)cV_0rpe@EtR8{AIQ|Wuq5TbNn-{6>W+Rb4urxJBv%YGZ-5#seI%e%{
zwA-I%&7*Ebt!Ho4S`zDQt$O8ZI-bdC_A03E-&mJv^xJ7$jr4n%zOsF5dY$|}d1vW$
z&P&nVy*GMoV$kb6$I{%sxmDED(&)-tojVnG?OOi;@fIzsvfE#%dr;KdDy@`^+T4EO
zsA*F|?F~&AB6=pWejEBLnO?SZC*p7KKdfvN_sbT6z3B>VX5FM~>I=>Co0xXZH*M3D
zjhYLEpHkaxtZ6%o^i;;<ZFb_qS*4+M+86rm$nV7Wo_?SGA$pkfU8OYFE~~k1>PEX$
zRNkv@mKuAFevwYKvD@^nuB6j`@v5g)3${B|C-zKxt^WXH@1~<uT3vSKRHcsE)SSZS
z=bmMm++l2Dm|i6!ako3XI!QBatj#@vOoWxXCE0aBOf4h2EwtDL#S*Ozpc0Uxlme9{
zUEOxnMJOCewMhb$&ZfJg&6AHXW4_Zk`G9el*q$7mfOE8+@!(|sqsBlYc=p1l@ZR+M
zOZYC^e-Tu3viDujitTEP1y?BT{{Y#ln^lGCo_6X^THEa!iLrN0_SW6cLuqS=FfG*!
zwmEREs$DfZ44Vml;ZNm%Auo?;esFTPnXhS@Jy&MszcMsNxx3i!3#g{C-)J<Bq_*k`
zyA{%|nyP}Sx;wo!xyyY~qOPN@ZHkpSO;b$pL+I_&_=_{Bom8q;;^b!LWSnfLyHe(5
zf_9LSx`LGzAt`kFhPz*iE2Oj(Y;8~lr3*;}E7ei;Nu_VR8;%AzfTY0us{GwWIF6&$
z(g>Zzo|(x6M&R+eQ0dpHsMS}f>mIV%-cwHsPNjWy$;MFOXV{^WDnNPEqM`H<z;%5f
zC2LUnSh!fUPve)(esKDLwN-L^(dC=c{{STUd!%i8K)Y{_V`>W3^Dk9iZ@OhGp|RVm
zZ(mz)U9#eo($&3bvsQBY+U;d~jXPgo^8H_3S8%F!qQ0rhx6GkVxU!)MI1TKO*xe{f
zP=VM?lc9y;iJ$Lf-ek(+Qi+#VAtSfndJ~gP_slkCQiL%2yQGB`FjSNiuzhUel0m37
zLD~sbfi$H~&B&o70%O=8L%x_jX#OD_q2~VpBfU3sn&qbXL&-~eHTBn#*WP98HnjGm
zy<O39dY0jD<^8InzSmW#FBNn(G_-e0djs_br7qIFTGH1?O<ACNu(SRgta>x_+k5oQ
zUt0eFt6IyoH6N*qbC(@tZ1e@Y4e=F^>AOCrtEr)8+g+%rX{r%ZWT?4P)6=<1+G^>k
zt7#gk^RGp7Q<=Q8Rn2_4<}SPC`tNO1)8190b#|cAYP&H^r;R%oHCXO6Cg9CEsHiM8
zSMH&r`^5=QxT(_WYF@0WsI04bbrn@_yHil}s_Jp~-*HYn>x=HU7Nsp`^8RBnlg5z4
zX4i<WWpl-uHs)KJmXwlgOLvPh<*CGCYXw4ew_RFZXwkJcromF2iWHEVY}G_im3q{;
zp-<$H1r5z=W9=L8e*8N$@2!4H@}HbutNln`dF9HQoj<7=<?p6y-e6oU)cmp68Yfax
zQMamTZ8lQBsiC#KPe|f4iYcvDYDXBhyQ;>nvtM4)lzlA!04Xy-^S46t6O*m;Gu1Vp
zpL!zkd*&m&tL46((w5C2*Qfd$MxW)Cj{T<f9kz=7sOsvR)dJmOuF|(_y>oX9jZL3l
zy-`ZS!utHo{3|~aZBO`c`hZt6+S4`M#?xAtPBY8P{*|rQm(4M0w`q&6rn6nI7iub6
zN?Wa|`_&RHrQ1{Wwz`(6oN}xs9ToK@U5NZ@y-|7x^;N7nf6VVk_YP%TxreK++Otvf
z`R!dpsI59|U1}}*ZL0&8Dl6l32zKFHabB&hx;sT}Zr;GCLM=_&DC!NZJu!?Y8k6nR
zyvyOqoF&B0E=|_3`DM$=_sux9GNp$rhb&d5+?#E-p2SKL+p2XgIkCAbZBpAJfxuI=
z3YD~~5qsHp1cc;)ae7CGO;uF1%|$y^FSNy4TSZF^yyI-uC8rYmNqwZOA@nrzQ1fYZ
zE9h}4T0mMs;)yC(^L}H2l5qe8fio!p40aKK2M~x6B#!wbAc34fo$?3tGbEvItqrz?
zEp99!2uM=a;?zJ&5CoMeM5QSJ5~4r=k~s9hY3w%?%VwMRQq{`2M$cb8*;~e+9u$qM
zO6Z+st!`AdofW0^9;v-nDdgMjdS=gYyj^Y&(XNl`TD9BltW;LqDyc<v8?_8jGW+!G
zK8lxHLj<@o*Q$<X^7{91()yyGROwwuYH^k>dUsb_E3NmNTaMGQQo}X2Z9zzy+j`uk
zdY+-C-lt(pVdkD}7Trl#*Y7mH6K_mkg*T&rO}vNn1AXLgsBL!sozyk@%U4t0G?uiz
z=sWJPt)S+6j%qu`o~^1~;;A~0?Mq~4*II{_r|GnPn%`esE_!*JOJ6AdtNlsqUsv9t
zd6nuvnD*^CXx4nux?3)n+jf(+v1hPSy=l|djWtS|8Wx20s)EZ(?QLaJpSWDB*Hv@5
zRo2{U>Z=~>cpfo{;_tlkm`RYrYcPp9nTdsZY|@&T4L0KBiw&w>r<zLK8*5UMQkrcc
zVR5M95Q+`GrJ8LdBy4~{uvKnBrAW83oN4{GZm5%c({@Xul%AE;qMzvNoK&dwDzO3L
z2`6MW*d|E?sHl1m>Fe<@<|n7GNgkp-81nkTqbyvs^)}t{oqMQmb{o~pUD=w{+FswI
zFZ8-|R$28;k>@S9eLZhYzM|EsY`T`+PR&)+TPdg&dAbU}FLRL-{U!t-yg)vF1ej8B
zF$cb5#9}<)K#9yuan4Oi%FnchXBci_q&&>RQ0jJ)9${&9mjJQaZNL-=HLhTVQZ&<4
z8l;riilmy*+biZQecQL8r0tc(2Fa@}6-7!QF>p)Pnwk92hMIfbapFK3_L@N-oARfm
zs?N7W>WUts<*Db<)d*b@ky+LGhvp2^DaXQO&r;e%=P(H$On#JZe}X5XA56TM=dU^#
z(>}Mk<;@!}Ei1W^$y$_XjdZS0YAWW%^8Wx%jU%b;7Mh06o=sY;x4Ihi)>v+T!Y;P@
zyM@`>y*e)5J^mvc{q(8MUr{vL&(O~(Zr+}GJ59^oGhnRIqL$TQV&$ypE*I+S-lL_n
z>GvFFj*hyD;bylu&BnUtTT@wRs;xCm&{fe}XgHZ1ad?FLvdv)_n=*|T+ZdF?XkuM!
zms$|CB@QVw6k60nEAF;kN>s3*jgoUydnro0#3+&uz%@_?hNO#ST8zbLbdITVOP$=_
z^u^7+A<o`P>dTidIkC&?+RKKN)ijp-Wo2EeqT^|}SZ+vm)u=7kJ1x$J=VZEE?KeAZ
z;@Mqpxm&C1=&NaJDc@U4vgbcJ`Kjs`nYy2xJnPnXj$v~*Sh;I+Q|k-=0MeVS)ypNC
z+otU)srou<N><Tsu-UDannr2q*=dS88g>wbhQwhhwf*cV4cyHo-iRpy+FIH=W7dS2
zQA3S1gYT3T1Um1&60nsmD@jrn>0ja-_?l_&#2|8AyVs?zS#ljbp|<M^7V3FVP#UPz
zKidJMLx{K_+HA=B3m^7Se*w3=<x_Mf@pU2PDxj!uT}qLO$-2%K%jNc8mz%{3<=U8&
zmuMyFW++l-CRu)BwQaSf46kX`B-GL*`iiQEH3|s13N!$bkVykN-%7_)y*2vb^;_un
zn_W_RZ0Am<<ug3Vptsv~iflC28pke7TI&;AK>Z{4+eO*y4bg{^TmCnvoV8uuqH?0x
z{c`Qq57N8UQ?^8Z+nnZq@!{O}1C7`CR*9_$`YlUaZd$<!r@K%o<psoo<y9bNnWU8x
zI*Qx^3<Y4QR)V}bg6*!R)p}>Fj=OEih4kf7)?ZT%q?Ce4ON)aesZe8f+_bw+y)e|f
zEk80_GcUH<5bNc%gf-tdl!d+BAe1-W6>KDwq|-chjQ}LjWDRJLX;212r`w)Uq|AKJ
zlacci+9bflz#=$vzE9Z94#RPb^=HJ$<0D&UyW4`5U2U$XZ6~C<<vXE*p_9>2Ql^#!
zrb<>s#GQf0Om>5ju)&ED2fhpu-zON>H6FkL%!^QJdC&{$NCFkF531RNLJ0@LCHL%1
z%n2i5lM{e;9zh!r;$j9yar=Gy<oL`J5hRG*82f|1#!Tdo(sMZAnCwQt?SKHsc@lTV
z_~BfRS!YpNZ1Fm9y{t_rwK!Uy!ZfFsh2nl7K_~V53=j!F21J~|h~ftE;7B9qc#i$V
z<eA}5a|auU2L^kXF_{DW;6WR3@I-GJfJx3WH!+{nI6avG=68NBV4d7^BI6+4rw=c?
zqYR9}2giRP`NrSjoOJNP+B2LH5hEDFNSy6EOm-3PyultekV*67Iq?ty;3huZzotPW
z7%|!mf!YA?zFcXQ&B?Apf`dU1x|hF=O?Om#>qwOCx!N~@8|-#5B$%0=>LefbZa0Z1
z8v{8TPkB5-drTiEA0QaOG6*sx<jiA+2qp$&ZM%GIW(*OqCvF!5A$#R|4VrM*QNK6~
zX}?|613lx8m!)D;2XX#_GBY~~IFLx~f_Nn6AjUEbcg%143CaHeI7~!+k~R~OImj3u
zHa;^TjyW4g=x6UPwO@2;%6m#-XhP+;t`I_kTTF#FPOaQ}0a{2yCQ6pw7bE>pGo=M7
zT`jv)UBVpn-%IOXXANT+r1X_uqp1sDT|KR(52>r@g*gZR043>4flAy|LYD;$CRU*(
z2y>M0TAs_IX@7)S>6u+{M539w_Sjm}DSElt>v7YCmim<QsUWRrLXy5LwLZC`v9#ru
z!rMl%lokt&p(&)dkO)#6LPtZdx7o2RwB!dmmXgunr(SXATzTgd<F2hsb=MSB;?}8B
zl(i{JDp64+s!ZgVB=D#J(BC@cO46RekOsS{Xqncvrs{G$&R+00o0{6%n~hV|m5(l>
zrS+A%>c}LWf>MzQN)kFygd}vffC4~BfotS$2`~&CW5f~TXeV>9FwPDRNRUKC?l5pZ
z{{YfSmry6X<e3n6{{RmdoafIHxp5|@wbWlA211tbi_5IK&%nTE5C#DT0TYPZ$LS<y
z3E|Ij3H@>>_rWA>If&vL@1L2$6A*E{j?sxDw+?qb<orws0s;R3#&?N1?SYUvXQ8p*
zvr6yIhlZI&>#m0=pUz_hpZtgs_C5RXvA#a$CNMjJ2P6VM;6cim{RBV;3_+Nm^GU~p
zh$Q5Jw$q)Yje&!Wf!yzd+BlWS0%$2r?mb&+Q?9l-Zk~NphgaQcN!$HDKM^rI#7~I>
zf=QnOHpCDjH{N^i8*E1r$A0AG`Pf0hlOLe@IYux^Ajye?7|zkWL}mtLoN;TB;d_6x
zaxHwRO6XuOL$6i$M8<ZL<W5K44&?134hWoZN#7<QWRgtG1KjvA+J1P6#&BmJJ^MkC
zzS9%;f=)itNim$x1_S^B69Zxn+y;iHL2@fgR-=wv?^}W>>*}|UJfeO9+iu=-^NEor
zF_Ab7k}&`b{j-DfiO3Tf>;zNlAQ&0J9gYujBp8E?$BdbCBuU0UQMvw~d`v_G!lcsK
z@#RBss|>Zh%?vo{_2m+shCX*2`Gb=f^SI9dJ4}#Z<avQ6M4aQX><)O3jBP(Vf(MZ&
z6WjsV@MFBk@7n+mu)z2`c4tk(hs$S54Gl#(Zv~*I4K(F#KW33opF0sTw$KPWY-1)n
z0-!iP@OD20=k2~u*cl{&971unF*w}z?T{iT?qnT_5%%*Fyykk62kv7X@c_3IOA&EG
zk)7#kTmW^@P%J#S@aV<zE)}RQpQv?Z*2@bIAE-*%Py?W)?{P5+Pf3EL!0Cby71wb~
z-5*gwZ*fR>-CK<?XjbABqO~#+K&om~pv*TE-Aw?Hf|P|M;-{u&f6epy2>Zvz<aU=k
zNE6#WIzZ3q=XvqPt?8X@ow7}Hu9ZG|m~-&qVeyQBRk_c2sk*vyrxIzyYig+pL0R__
z;Bhp|UrS^JtT`%Df4m(k>K7kDLh95huN0v$(P&q(Sw{P%Yfw^D8D_SPl{A#0$5icd
zTZN@9IPpr7Fyq9`W>0(xk>qcWo%knjxhK42D0so}K0zdi;hCwa%7e=Mc~azMTSA;q
zoqhF;f^F4~rS&k-sYN{dzf9v*3JC>Lu!dH*OK^oKyU<XO3YI{KwRN{zP!BfaM4&Ax
zbqYZ#RP?POK_r4QlR1OaA`cY0yN>aYa61m$ZezqmM;Qh#*E(djhO6q5(_u}foW8YF
zggNc?Ak(;1!EI%hl(ZJgRHj-{NmFPkYBa7}{{R-C+dESHp|79A&s)WSJzo>pY()6n
zktEDSiS5Il-Nbpsz$8x44(B`0IK5TCI^VYS9RrZ0C^#vFD!^^Dv=B`a=~A?<C<<{-
z1ue%4o>I%MDZ@3pX>h2DTFOaa^oHu&t8FzOn52fCr)AMjw3G!QRW3S(rE3l;D?@GC
zUn7{#oGW^o+dcxB)~^a1ZsA|3^0twW2634KxX*3>0MKCOW<+ov$38pf0F<52&u{^a
z^TtTg+tw0TyEdMuR@b*(M^j4ZY^g!FRB6S1I#N&&w@1G%sa+ttkX+%e%~%{;Y$}qw
z+i1K^4P`A!TR^ELNoluB@(58=YH2Tol&rVVw$!K&c?*N*vwBw}yyeEELZi>053EKv
zX#37K%!AtiZH>&65KjtZ;tzZn`4iv1djepI;-l2{6vZL-A7iW%fb(l>r~}eULei3;
z2{Y0N1c`%=H*E>08@tyzakvDg%V+|kt!`nbTtF@%g(!$9NKd;_xD5|%fL%;lQ1aBB
z1uL%;nAVmQt1o{py3#g#BTeXSH146SX(su1Z`ridxCc{AtV$NNsK`o_(^F7Penhg#
zDO$=;5<2^p4!coMwY>AoTdum{C2lyg)}^a)B~o$*=eZngTDwuXsP4{Gq?FMy)lY9`
z0zxU$Ogd5lhh9=ki|#+WMnVS~w2k67f-(jZ8OafVa6$dY15rRS_S&34rz>f~EKXxN
z2glpTX`F6n5IgW=1AhSc89xL8`|M<%AU<d8K*W$|V=*Ezx!3@BatOd4VhB5r9prz3
z*k)ALmAz<9Eo+O6v!yl4#KW$>_+tcbf_`KGGC-Nm`*$R7G9=)S0CyAEp8)qGC&|wc
z6W(?Qc|K!doMud!6EY#m@%AKnKOlbCJ%J?RlaalKb+zf4*NMwIREr^>ybbXuc+Y%!
z5PkrT8CC{h{2t<bkbDCKZQ2Ax9lk_&8+Rmmn2|X<p3Y(nPtM{u@AKs62QYY7DvRmI
zD$=+3obL#KsQ{efVoyjp2Q!dKCw}0<2Rq>IK?ZO)9$?7(Na7&;V8}ice2&BdA~%fr
zAeg|N{{TUqyTF2&B19g>cnrAcGRmGbtp)S~qf&~1_dgjXcgfg+pC2S+a-@tHBeC;|
zg9bnt0(Q<!M+>l?*`JTJ{rdn;-vCr&edGW!B=~|(<2wR2B#^Cc1y8fXaiOrv=R3kA
zKhw5Odt)*Oe}Z^(pT0Mql4Rt;BRSviCukWHn8xSi>}R~r<VTH<08rcY8Q<qU_V_yj
z0(iOWS`9bY<-~EPwh=6d6FY+k0Bz%A=kpRz4r4PCWMjW={{ZpfA1CZgW(Q#%<H_&(
zY<nE-5O&}FdHCNG{wK-f8c<&Jr7UW4w+rMe%p1hZ+10nivO7TO`-#MmXXgX~l0+PE
zNfHP%8$<z(;yY%09Q?}Ib_ew)V1tg?6Z^~_l1U)M%oxr)03=`u+CEJ7fajlq{90UA
z_uo@ma=m3vx)CB~cY;Rof_B<|M0OuM8x4v35J<q<akgYY$Py!jPC(e6$7A9nap24k
zFeik5Hv`Um1M!ixW8`gh@fw|Jkgzo0OIY025inzNb|WO2InF#rV*nlGWl!1&J;cC>
znE-A_ZHUBy#AHV1MtAOi!1o~MZKr@tV1x6Rk&Wa;c=?HtIF<I1O8)@uHqT4xLtrZi
zocws-J~0wxk~Zz!gFG8;AEw!f0weFZQH%`9iBLP8j@!;)jAQM&+)tKIY(WQYqb7Fk
z<9P)4&CY;|5s=IZQ_h)Mnt{F$#N>_7kTX6Cd*iW;5@K-s?T^}XASC{85&#5ti8zep
zWd5=6d%(`}K=Z!_@_X-(>4GN{xWEu(o&vR@pcEc<px$U}LwxtbFQ~2+*7cX|^_6rl
zC<K>i>R+aDLV8TN%FwRrg!OcZ*aAV=TGu+IszX4ls-L1)Pq@uZH6=ow5Sb2Cyuqs^
z^Z=y?g22d9Pv#ncBl3^*WMeb%Mg(>M$Ury0@A-1XXFhY_p7<bSDJQuTm=O%J%GS*3
zrhp9Vd)J(x{kQkV-n~mfSp6EVI#$HGYGkA?p3>XaM=H8-7X3{#&Z$Z=Nhv@DT`G^t
z5_!*+g3|4}?{&3X+_j>z;+jWjl~VO!WKggkYoev|?mB{-fik9=Ur|z3)|91ZtFyf3
zG7dgxY+_~!+{XDmx8=PWsC0FqD?n}9q(55k<v-qiO-qhbxMYDQja1@6=>P~S!8BJ|
zYw*i>`-Sr(LMgm^BXDyrEcsf$#PD$ye=@)E<NiOV_;7KdAF%zK{{S~|58_-a{zZuD
zKBO_I@6a>+YU!L0{f>ML&LHg|NRl=H;U~69$AEGs4F0nN&)<yBq$m4De}T2`>Sq8E
z_0=8wp2r_}IpYcDOo=cE#Q8rk49E~WfI;J3ISxbJACf(#{{T4g`rrQg#Rcj4^V_eT
zHw)@14t!+o1m_dnU|?;qf&ha&IsN-jeZa?Tk_p7(H;yB*Iod?ed6VDcF*}I_$l*Z7
z*(V!`#Er&(p`O4`7C2jHY_4hk$p?_<ZwQo_GGhh@PW$}NX*=)pAx=RA#CI`0gn|8M
zc)=iWrz0fh2J^mrZX>qX?UfnqKr!AnI0pxR6XPd@Gr1J8=UR;^TUY~~xfq<|J<M!y
zN_=KVZL`1L^51f=wN#?A-BkS@TV_)AI{FnDl&f^DwPUFcC2g!oP#~Tx0r9tDAo(PW
ziTOK3NX!HYl!9lm_=pk!8{$M9{P2Y;1*=h+%R`lQrdem>*eyTKWGx7z)f7mAklOB4
z4TU9Of|V+&g+$E%0OiF}tEA*6lx@a(<Dj%&v!-3oPgOBPP~a*R7QThj7YRR>s^2K~
zoL0(9VwKQxpy8D9)#*EeOyl$??cfhT5hQVcZo1s96$q=gR@6~Gk^J=Tly!kWm1)av
zpveUeC2gMRIh=yDP^k8fy!ghSbxITxlfvS>t!(}SNY3g#9emRd5pkvKrs{@k>7~jy
za|s^jNG&XgA-9r+V8Bv;G1X_kgV>J!Q#qOJd-;L^9QUVrxlLM+;kvq+o|iyrRqZky
zrgSL8R?&2<Cm+n?DN+d_mJpt$43+Da8hZT6xM`Z!C{*ft+ceH5uGIAOm`Apys+;H8
zaY#ud8hHe9c58H+@YHqHVucjhX{JJ;XOPoOxZ5q=a>x<BaUalwlQ3{2IU*uLoIszq
zZs$Af2H6A7c+cN7wf9dtQFNkPY?4ylTPNP5co+aB_Q6O|k@+1Bx+f?Z<6Q)J8<I&q
z_n4A4AQRkRj{IR6i`;8NP<SUx?!8TX;(bGX<eUxQ<FFXam@yrO+#pPjtW3^Fa~b_e
zG69I4fSAb1`8XLk?tc4xdE0_Sk-UFHp67GFeZC~{i+Wnb@ymYy0Cg**8yNnhA3F%g
zVodfDMmTwioDsKtMm|rT!bZo4cOw7;;v#m)k3K;n0hoYJ#HeHE^fEUj&*c(6!)_4k
z*}JQ26Q1)iyluI_@^;=1Mmuna#v*4QKgtR0ayvnc4Y+}jOi7<VtZ$Mq2K$|eJUNn1
z+l{+Vakfm!I34qz5T{nsp4(W`+#$|E+hLQCJpJSDKr&!VhIbN4f&QN#mjv!)eBkjC
zK_m&t{R|Ts+>&ND5g6J6e%U#ZoXGNicO!oXgfpdgcxZJNHOpF8SY(**l}<On$-o%^
z#C9{1I3`Db)NkL;$6@~fj}RnaUs76bb<L^jS|{CQA!O8)mg&bzR<$SU9VleE(%Y&_
zL4NA}we+D~DjZi$1siA!t-8}RRZJdjnl{yNe62!I!paoQJ5C?V)=fkr6)>cflr5FC
z;&k!xIdY6oc_e{9Kei?}BXI^moRKDw>&_*nTU*Yol%ckeryNqEVF*AaMm7lqkO<l%
zBJD+?g&(1$si`o+n|kEx0z#0mr$6GfsX`WqAS8!ha0Hm?CnY(0ttEd>w(ZTh_rL7h
z+Z1h~&V-<JDX4l90D!k#N>oaOZV<lh_0x65E63{*P+4n1LTf#nU~#3sgL8CJDa0Wt
zSLJD4Pm=0Zl`=~q4<w~%Q3Mjy&5?#y6<J$dR9gI>Nlc1rG&}iYsp_=~hmxe10-}k6
z+%}|_i;F{ebvRa~DN9n8qDqvd6%tfQQ6)r`6%&;iB}XPi@d=z6@*}(eC%pZpdO%Kb
zD3r@gt4|7OO)X6_-Ij3|gwy+pptjrT!ip4!o?u)mnfAaVq1x|tv?)qSS6g)LtvU9}
z6_byCzOJr)`j?&s#XZoc6kGRHAxleh?WIs65Rv&o5R|~;%o%~7)=t2j6CLtrF(wWV
z4>`ckp8)=|i2xXx+i60B%A2zkxv8(6>0RQgLH!9CA~Bg8{@9KFICBzYVigi(j{U~R
z9~pxjM}7N2^OG<{Z=8JmcO-lRIR|6$@iUS<_XHA))pEV5=kTO6<8KlECVTnGl1|_g
zz<)p>0sV2j_&+)QB1i<t-)R^pwgi(Tl7CM7oxp%|Beqgc=@NE=V>7g&*So^C%h{|*
z?YY1^WOtYuBj?0UcHjp)fr!A58}|SV<R0S^IFIXrf!aS%JHRm!owk%lPxQ&0N0BB-
zz?j}V@PO*|-Q(xJB_d3aBO7P@WQ^lrOnh*pOk{n5DnHja#$#+55+gt8kURL#^Far`
z(||z3kUU1i2h558073DbnH(a+lQ1R+e&#p9Bg_*AK5+z+oWPBv<G|c_`$;|wOoQ_S
zFbV8Q`6IE2iOlefh%vv+$cUZygX0~yBZN)b@ymC=g|sm+Om@V8Hu#9l=WP5)7~ukQ
z+<-@M5$DA3INK+}>L<@|U<2Fq>^J+w0USnl^Ap&1_?hiF$-xqML(i^X3q*<Wyk-t@
zlbAoy>@s{4nA~?HPGfw>&NC)XXM}bU6YwDR!SlQi^v)K^J<RMk`ySu1&iRZXt$g{K
zQ{CYcoE)DZ?<PCUj7A68=YAs~-~eN}AV`oriHIY&o#q!&2WT=$-buiif#i%B7@3YE
zC*p7fhzGgOPA6zFyv%@r(zO<)KW8r@Y6MI3e2hqwkL3sa-M)L|$%s4>1Q9-b7@QxB
ze^6j{;xaqOoDgxg;z#Wwe2^fYxRM4;AJYTiz{n#R22l5P?AOCu#@9itZ&YlGC*N-A
zZT?l;u8pR(g{DbTP~(X&vI113prOR{b%WAz833&lc?#<ldQ!DQ5K!ZnJ4=obV5ud)
zs;8BJu948wX;}o6q$p^=1~WTOCu98}{{T#gF`UT&L~cNzyd8vsK6nnRub15tgOxHO
zfSkDtod`Y=w^wNU#XDbDL@DodC-ePXk<(fdj3^hGLIpz#NHV!>p(QJo5T2u{uc<02
zQdATaq?D;Jps62~K|m0oM^3<`$i!mij^SHwbUi^=RYvJKT|2HYwM5}XwInDQAfZx~
z0zm{44%CfVO>pUNQ(0(ksUi)+m9s&11SbkrLkdbCAi~3LHjtuRDkrRt5V+iVSl*fL
z$m@CmXwt#`&%wvrFmc>tJ<Jkg^q;vRXZHOD#2?GX_THDZUpm~<_jN7(#iH!crm9FV
zLR+gsmrU``N_LWi{pz~$X2ycmZ`3J+Yh5`(g}(dDH%^q~NOUb}bu-zYc=y;65UAyq
zK{TdR%xO(6=Nf)a<|YjJ20%HHljFv6aUy=^cg)NWox7a&#`!#j{h89%gVm_DBUKNl
z3b)x4^$IHzeYMn-IuRrgedcM1K*NDfA{X|?&1gM3V@*<1x<8WRb?U3FkW8omwJD`Y
z3xw6Jpst_py|%zpuQ-*hz$e%=t@WWA4-I1pYtg!n>{6<0Yt6K*nwqdFDZ)w0!k_3<
zsgu+F!)|_He<=we8Q<)_m$QCtL#bJ)eFSw|tZ4V#DiTT;Q_!-Gp)ws}nLz?l;4UMl
zSGsD8_2N@qbEt8ZNHp!ZmMI{>0MoJ?X?-a$3yD(Ve=#aiRsfPg1AV(@N$uK1&cqnl
zPZOWF!k*u4A#<6aHx$oGT;)q;nK8(YYU>TObZN~mMB0)+C4Jz1ZBReU?jgT%WtHTa
zO<K{^dP89d=~lIL)i>+GQf?P2ml;%#rb7LSUX=nmO*<jBl@Zbu;#R06l^&%jTKUXL
zIqmz#GEPQ(Y$via@tBPE#z}%=Mh@U_^7iG!Tc5kaEd`A#Y;SX=>%)b&M9PkSBX7RP
zKWzAs0LbBYBgrGg4%<QQ0G|*JaT0z+jL6sw_MNf34ZF<n$^B#u$=ZCt+(0MJ{sY^W
zylQp5MyE(<2P*lGZ;zZl+3aL?BuIlMVt3my_dFdyz#nt^WOtGK5Cp~t3#deHV0e;z
zli&<_$?uUFBgw(Q{)R~#4e|bHk32fQcGs>MMe^~?(wDV5rddRZos8lLz@71p{{Ttv
z2RVN|UFXgsCjfn<ZRU7{_7Oig&uGpFjr>j^a8Hws{s0}0`0tQ=cH#gn_ft-J&>GzF
zts(#gIa-vxDSsMq<}FD{`I-5Vi0nj|2kr-BJR{`HAH2*Mng0MD<7mj?Nf93t+dsTU
z`{oG~fOtpeZ@w~4!h4)R8Q6{Z4|RpKpwDryD`}_?b%nH`&vCCSX{ereB$Korz;Cum
z2RniyNf_ciS;!;<jq@^m6B`_#zTlNPp3qN@@wN!uoQQ#uk-`M;zi*ACNzMqyJpO^i
z`)mOq4nBHR@r%}62LAwsGc~+QaX8Epa85Tn=0W{NI}^d%5wVW*8+jym{J;`7J|b{@
zZVqM+GG;)J*i4K}DaPau`wjLvlkvIE(VhTt2P*HdO)H-hp1JD~4mHc%ob$cCx$6@I
zco{kDBhQc|jDr~hBOD>;7$a!MXp=D{j2z&6%JDOp?g0DFPT7GbKJ&sVjQKgve*XZp
zPIDk*GOc`XokoC*e$98%<~h>0sNy=cd}2i8z#ET<1euXDk^4a2PXRNzjqyLJiHv!i
z;GN(Ycii}aK4-x2N0J6J!x0h&K`?jDMB_R5{{Tk|SCs}v=hdZ6#e7M=aO*8?e!dXN
zf(|!1fg@-nVgdWc2>IZi`w8DM`e1+Vv)F;0DctxI`as8x#^4?Bd<XCHKS6=wAbAl3
zzIeN{1k+0Ht!OF2rzi}8^YNy1`mMql{V*rvzW)FcI~m}RB*@&2_5^|U?;b$;$&AP`
z{SHBqCIpfWPT#L!i8+%pcLWLf1m_169fT1EW_j04=r>sLJhzJj583YPPEh7M;BGK8
z1Ok(>jNs?_hmIIBCU!f<ObEwuxxpEnc03?J!9T3#4tMQ737?aW7UMg_&+D<l*vJDr
zYz%O&oU#CJz5KW7N{YhVt(Uu(0nQ{z&VO+kp3ndSFk&|uID&DL5+gX7j?)Kx;QjH$
zCjty);AgSSWW?j`C%yo25=JKj=i+cS@H_%DC~K{^=4_FA15v#4%ST4O94~G;+mz?;
zw$lXQ{f~${;DZE_!p=aG-h1zi5+Xp(Vq|fXq_fx6gt!^{dUBaHm1pVc5{{siIqx_C
zS`*Zsr8X9p!h)6(gCo(e!za)-nEXM#MqGIfc;~*J<hypBTWW4%zpC!mR<#p1KkV)2
zP1zBqwEdO+O{0^1yVomHw{|E-qqeG&!D_wT3lF(%a*6G%?CicBD*W{0oy@GV6!Y$E
zI_X1b2_-=dCC64%mdj{TlyXVE0;?e@0F#iYxv12d3STlVJY&sP+i~|2+byl<7x_@z
zXj0a-W&lD#QS$>hCI}P8eKuOVYpuI-s!f$aX(=UYa=jsaK)BsCD!ti39SaIuZa35l
zz(RtLWI4C#>zq8XXPKIVPU!7haO7t%d5frdV!m|J=~r#~J5b*=_3?Ucp;Y>bs*9Zp
zovgXCw&|!TZ&j64s9B}0SJzS2rJklKYEqP?sYOLZl_>S7sO3bcnIw}W<j=`7s>H)n
zC=M{=ZX&{|H7QX_6|k@fQWZs~X$neInvJB4pg|TQmdK0gebl~yjygxOewlek=(}9{
z4)s~i-fH@kzG-h${Hd#cmyz6?xaz$DW~bNeHK%Qt8-2#A!F9IYHO8l>yx&!Lus-FU
zyH8s*{bN=dSMJv<uB4^6HPRhFq4|l;u3Bp@WLr5e%{@iS4qVjGqnJFy(mGcE0H}0M
zf_l9UxkmP{)Rww4Zquzg(<MoE@KH?Ib%5)MRZS}1>PSBTlR1N*owmn`&toT!@$x(I
z2<QI*r_W40`1FmSQK47LPf?%5hcSisO;lX<GlJ(~qtmY@$$4t;NY$^~p`mTY0;p=H
zsZK4@>q<*V<Ce}PDkh$kd(+&Ro|bVE)2=0^WTgK90MyHJ%V`Bl*=a63*l-=EmIBC4
zNwh(rP}!nQ(Q;LoCZ{Tp380|7b+l-ECD{dfUsBV);RK3G-k*H_S?Y7!Lp2Q}f99Y+
z=XY&ETBXZKY8zKlsx7arl*u&|pj9*m-AXL=t+Wz4Ve~d;F_e{SAxcRKN{UJdAf%8|
zK?Xqtl&Bd}PVxa6h}y0C*HYU;P}RlP+7Lae(2BH_f%#MJIu!a6J0%Yw1b_lS01jHV
zsh}pB+WR*mp#4KSjPRm{M!Uf`(zn#{IS9bp?pF&v!iMW<uB^4)ZB?|l3uVgRRQ(-&
zy1t3@RMFQ^)>AF2nmW2lhMTFSsi$?f*nJJU%F^Nzr0g2gUu&LY-I1s{g{^gNyuTum
zn{qFD&rx0VMd23ucOG`0g%>N`Wp!$3*mk0!#%YrHVWqz6n{6s}!gfS!iyh@5tx>0#
zb!2p^wuK|z10cXsnyYCW5>Z;>x*`+SgoSp#tMKvl0bA*Z{rVP;Uf$^aG@HE*nDZv8
z?WHR1=&iY3sPy%@#n_s^x2<VyH9CUhL19JmroiQ)yX8}MXKUNJtLV|Ued$IN!sZ>8
zWyf4Zw7TDMwwCM95K%75ogqtg(vz^#2~vnONg~+-NF!xlsM<6IKmkjVGN$vErZGN=
zKMxO3{{V;$XEg1;p6RrOZO4>4YS*fDO$MgD*V?Np?U!e+Y*DqRX>Hb9%h#KWkJ=w)
zHs(;(OU}Pc-6|eistD-6c_cv+K-go!?tao_@z2^XR(go!VATrc2Q&GT%holOk?l3C
zSIV7zs<d*oW}AF3-qYHapHAGZ6&LF>!N&vEn~PP}_Y}7hww2ZjxCzGGWom8K+-<~=
z7Kaj~Eh>pAQd9zggCGzNK_H0ZO{7kVxy8QgE0c54go{XNNPU7Eq|umktw?vga*AtV
z2rZ;3D%vz6)g%p&cCWNawdqP))ESG^_`*^BCle+}7&s$*#N_X|;xmXKXCT0j9{>%f
z!Or`A0e%ENiai(l%C7Z?L+bjSFOFXFlFNGKom1M6SXdd;b@f#G=D$_zW~uaMw$gVk
zOL5XRy*+NbF{Z01H4U1++>6Ccdvs!ngxCE3s1&HBLKGCBM)08^>~jQfBnT%XjVXLd
ziJAOI4sEwm_84T#<zcYe#Oo?`uH{K_OHfE{Nq4+$x+<GHW7ZV5QiLzn*;!CXu~6A5
z7Zs{+LMw7PN2*-){6pz|O?o`^sp!d{PWl&@8pn`#%?(9r^#P|Z>9=1sWj>wKU)U>S
zT9Zy#^i{P1+LhP8e7)Zsx?b<KR|+dlRXeDyMxv<Ie0%HD@ZI%2=n|WfnupYVeu%lN
z)FqQt-n4~Ikk&U1U0q6aGW5kg;@7Gjxmm3$rMXkv^=6c>q%;oQ?XO$zwDiqfg~o#C
zZlJ|}96XWqlh6Ks*XVCr9QSY2rzfej9n(^$m<?ZOH0|E2Qd+ehl&7N7b{mcBPwH(v
z)zbNAxZhq&m%CGx)U?*xisltjTT4x9x^Sne9bb63^G{glDt>zFFHk(S<;JzumTpvQ
zjbW)S8lB6AlT~vRbQe2SMaHtY(9+&5cFRlEG`80%t<FDA+sLC~NeD+5D$tb08^f@{
z=(4i@lRt?v^rYLuXwRuiYtZorol{Jy6JWahxZ44}l%WlURw*?`+UQhBN@zf)&d57S
zrA@4pS{%tVj^6$mzLb3zdY&Glob`k1X1mk7T(Quae^T<%i$(KD+V2|P<o$i=%}~`f
zzgk%;ZF-5TJ*v-1K$}H2qte$yc-0m<rm8Eg)VD@i)jd>x8GQ8gwdtplUas|h)0fwN
zQF?^D(_6G?(HGk7Lj93<>mA=#>6$CmSf!}8(!X)j)?1^fpmz5C;*O@-U2d;q>+SbM
z(fPPYB+QQccO=Ki2g%2AzZ{FHImOMrW23a^F7<abxr?f_29K&Wx<^B5J#VS6nm<cc
zF5OFLRbHIaH%p~elE+Z1O}>WMs*7b6E2_6qQc)F}YGztS?Q(dUaUnFuD18a%nN-At
z#JU_qEHx~qi*hd{p=~(x#S;%L;@}ENN&-@)1wf>1(4*D@fk5BsB#o-(5}c?7HN7dy
zew_UtdXV*Io?@@l-z=;7j*e4l$}L;WHBeskwWV5bPFyROK~HpXjYoX6R9zcO?NmDT
zHI18<bu|?wZN{dVstP))hP2IX>F1t2xYBl=d9Qg>t@MtF)D;zUdVg2ntTndnF{mo2
zs=kT(YZdkO(`~%ehkeHxX4_R#?M)>$Rl=DsP*GM?vB<uey=?lI^nXju3xB81Wn45B
zx173emrHXR+fQ$_+~_qOy4uy@n^UzE*IF9J*{-xPsBi3BYw5#p(zAQHHj-0Ppgx{C
z4bELt_?Y?x(cInjk<GqeXl_J$3g)JtyX#(G^5a8WwKp^Qzh~v9f&L+A(zIH3@lvWP
zJx8r=6jv=fWnrZ%o~+hfwKIm9tuVGKxXfc2#qeo?GW5P4_6)h1W)S0RoH&v@)<Q}Y
z!W(tBo_=>_mIG8uTOhl25{*P53jkF?z>-aAvzR&OK#@~i$e@pn(0_Tx{ksF>BV)Id
z!vs%#vnL=)$(&~dNFQ#j@$L^XZvK|P60gN~(*~LJ$I1GxRB|hscYZ_YomtC7S!}vl
z+BJ%%F1+Kepto7mcd@B9do^9*w`#}H9YS=iT~jNe{vmFwUV-?_`d;J*r$1WSyOTbV
z^d_&i=`9^+vmIY<eR`(;iVa<QrEc?AM@04Mbyp_s)a+HZ-Mz#x)uyJEEgMx`#kQZQ
z8`*q$r>5jE=jA4)F$vr;Sen>yAwo%}*4rhymlCiN>YP@>Hc+IgNl@BJO(Oz>vZbX!
zr7H-it;wMjACpQIbIv+T=#Q0Lj^~G}zD#nb)Q>eOxhKgDW2tK>Ifu;py+LKtEoqxY
zEr#!Orzq7Lmd$_DmI|B2)`s1u=x+Lo)cu0rTXkZl^7S3Dx~l4IpR68Aa(|aTu=%6N
zuSnd$x%2Oo_N{Mb(tM=W>ALA%RdUx)U2RrAx_T?_g$dG{oHMF!7ac!rzSt?~DKFI2
zRM#}yEiTo$ZKdl*iqZOun3~T>^8Wxx+nl><&2y>jIy+2SnNkqt&rs@Hr6rcjZ*6WA
zwudV&RkYOTTGW&R;8Mr|MEh&_eR8{$e}@<1Go<N16|EJ0<x;ech_LftleJZJ75933
zPc`Uyg{CWcWvXt?*^N@EbjwQ9`qeI7D=6AUw@}$_brqFV7Btt@KE&o#hs-}ZiJ6I~
zTf$y4{hnvJTISqk<ho|rXb(tnz!ZsfmeiyM&e2BM6(u1-D4<9x0Jw5UAbP4f0BA|y
zN>)9{{{ScZ(r&8s#pz?zcd3m-$-ZIfA5=8eTGK;YG|snr<wH%WG}fPD!+o<+)#x@Y
zR$7}~t<6nCRYd*L?|-{r)lM$g+AA%x$~3KY{{XBWwS6-BylUa8{aJI%lD2&TX4bdL
zTb85#2=z53xvRD6qLHLkTrGmJ7bYt&cPjL?QBJig^qPTG<#P=EHAPZ=6Xf?i{ZM`@
z8h_MQqvhYNE?4pw)1Hy%Mz`hOl+pG4v(WmQ;my8LTOKt{(sMfLss8}tZCLe<mY$lD
z^7fv$IY(5*W%o=jqW=J<8@jozGvA2aZ?3LY`a`;C9&c-2M02;0TDs+@Y-{Eomb2dU
z$1+W0cWZvB(lqsShWTBmp0_u4)686)7HTSm^w70OQF%=bL$>!mE%{oPn#5-@3_}_d
zDVj@ezv$8>Zp+9{r7VVJ=S<USbxkH+Mv9bE&9$_oETdqhKD+XJIArEpZdFnRb8`&K
zFVc&x%`Q<&LY+*jh}mGfU9}~*wpO<ij_+wIT8EHcv%lU-%DGei^V)4yMfG+&y<alh
z)pyIq)hN5we+5;7+iw0fM@*!<MwajY09gAfWy-MSKfh_U8gv@ZbUzH6M<s55hHo$}
zI?9&&O{VKFI^wsUBHc}JxYXaN+;|E%H1$JP(ir!&%?6*aTy6B#7b;tQMW*RnP@6qP
z=BBy7m`+?TMKjFKS=4hay61UqPs~jg{{S%&Yiv7oR)lX+TaK+owUZ^<_1HynD4Gdb
zT~TBZatF2A6OsO#{XzPLy?TE1d+Gz2+@tjKRmywLwdMg<x71a(Jym?7q^hyr-neN!
zQ&(%X)x6z@P%~;>CBv$ztv^SpuWZ!0ZKryklgDr=#||SiIMlR{c=KXKG7YT~{o<w&
zorf4@Kp-*{%^xMe2~z!FRYBOXJVoiuM;z>g+Ze>0r)EB4#+mIL(q<-+h{{j3Jo~Hf
z!$~W0T4|@GCEIB)0OYFFSGK~LN1YzFEZ&Xm{N$iMi7k|N-dJ2TjjF3s`xeJ&-mT^b
z*WM}ab;_%*rE2wXrgFy4n`I7Os;X-nxiNQJNNV2w6O}v@V&)$(G`*7brnJ_&);f1i
zYBYOVhQVUg*Q-sE{MmMm;@#@iZ>^`d-5W03?e6r~Q@lOO8a2UHGX*`_^{1dc6Y}Fg
zXl*gbOYLRzpB9Z_akTS#pf6UlWBMz76?;plvfHoKHI!6zbyrhH<rmY`yHw>OP~y`_
z6!kJZ^xqo|_Yphe2N~ZR$AQNMjH&eE4mjhI{qun;U!gcw%V9`B?hvYyJG32zw^an}
z>{Njsm4bH;;gaY>bBblKP=#V`fimfB!bHP?Ky4Ql_(t6!1we&>2@u5X+j3{X%*dVM
zdkwtt91i`&kRm&Q_c$?vFmeVv+0UMQdSB)TrT#&3!<HO_9J%LbE{&OvWAh=4K98hl
zUb9K01-kzLUtfQ>dz!mY*J>SHwO?szuZpLm({yy^iiuUJt!b-AM6-{G`$R}MpOcaE
z1QW*{FvDy(l(#U{%1dmy-ZT~yw6vv4Y=;sRw9z{R&;n~p3W2|rm~vsF<I=B6tUB|3
z)9P(XC~eJzJyuk->^hXCX&Xd<XlibI`{<X_R*2`;qPSdn`>C}@DS0}LIdG`8b2gE7
zt4)RNNSm8_e&27czv>HZ!p%ua-QJ}RR+^(p*2NWFH`dU5!r@2fkE=a5Ytq)QQ#wDF
znwG0kSnM|5bLou{tC>rbHJXCaZl%<=jX9`WZk#sdElu8qsym2juWf9utDylT0mpP{
zy>IiWk4mG_*=t8X%0{YcAEkNg4N%pzjn(RV&akYaX7I(;nnx+Bbq(q2^{TGbQ&!le
zqot;+W{>LW>iTO|!&OwZG_@%zVxpbqA4gA7Q!h4Kc>xfvqNFK8ItWyO24M2dPDx3*
zggGeBc=Vg{^Rq8Fl7|-iZZ_hjQjoParW+_7+nXs`_Wfk0;ap>KxP$KEik)~NiG;f;
zCo0;~<0+TfQc*Ug7SQS@9t$DXYNpY$HdLyDI{p4kUALOL`|%aG^7l@2Pf}@KTU>Om
zpw`^!(Uv`ZSEB1Vm8Ue#6;o7p%F|56U3Q|hCjED|4NG9ALREI6sA+Fi+G;4MH8!8^
zANf?DhfCg``OV9ZQ(T_qKPtIp>8Dxgt1gLl#mbE^)`+*-`J(&!hVys1-ZaIkp5LSs
zbJY~>CaS8xO<Sq!YaON)nwRS9D%-4AgT8@%U~5mqGuHNw^$}sRFHqe1Rb8+2#s2_C
zRMf7PmsHxd2AI@3Lbl6vd<GV2nyjy)yCvqmr6#V|NmWX&rrIj{<JEqJ^)KW3$=V-V
zTEp=XxN;YheBHg()$+U2KB&8~&8<7ieqdT|y0=X`q~6q5{dZv+3b#>IY07sOr}Va(
zto}PkYinKq0B7ivQ)tjSEAO05@0$BbDcU!t8)F2T!{wL{w%e|@^UfC)-Km*mxZ{s5
zTqV{f6prl;r(mv$30KR7CABz*5<=3Vg#%DRlBy^Xok0go$AS4^(LRg)O!_>#dRO&R
z&wg80XkJBgzU@nH<)*%>yJ_d>wIllDMQR4^?XKFJpuE~?+GW?Axz}ASlyvmg^rrDd
z<#oEY(N%Hvu&rq6D@j3HZ9I^mq?NM!NPUM;2pvtn!>DzofKuabHsT3N!j8S_Ytygd
zoy|{C+JEqT&>YOt9;~$g0HYOX-FM51uX9gm`!yY}OX)l9=APMEcCXY|JB74T8)CG5
z$3yBpZ>e=+^%kACyGrf4m5ZG%m*^|;XSAyI=@ZcRH8stTm%Oaz&9zD8CbZ<{mblsL
zs;rmS^r*aEY?ca|0E&t$UW>bF>WVwYo~dG?`vu2W*sYb`#l@<H+`Kd8uLg4(7++|8
zDpF$*YYug_OURWkyuw7<r!d#tmv>@fU15o-w;ocGq$sydmgqqAzmx9Kra|Q3&bFT7
zer&A|7d8Vgs$3+3k`><f#fF<r+t^XMlqe6F{H67s&Av_YFPgrc^rb$GdzXCUMxp-L
ze-_g8cO6FJ^$wb((+{fOdw8jI$fBg7rmD6f+Iodr?gFOaYjTFZrFCO+<fp9!@_W-C
zI{i2Q0J$EM)(rEaqWM!<t?w6Gtu^CJzi`rY+FH?5Y@($Lq^PLVtNtZ+wk#@zOQ^Y4
zQe0fP+aEM-_D}H+{6Bp?dOGB1CG~!Y=dFIZ=FYpgQ@484byrP2U#B$&n`X@NuUf}K
zGibE4a-z3d@8-{Ma9yuAX6|iXU8tg67x34qIOrq3l)XdK@*bPi+uXFcr;)W)Vv?U-
zi^iF8hZef$Eq_pp8+WDZb8kh-mu=47jgVT|xU}U9m5tRlrc>baQkdQuG9{ebThg*7
ziD<VriFqlO!rTO;I@@R|c8(hs%7`T-$EHg?+5A#h(vp^%W_u85?L4JPE^82$T6=;j
zwwCj?Z6&m%sH`Jopp=x35lf@bk0N_^Ir0Z+B6psD)7*{KHf?>%+b=w{=C$PZisl8%
z&szSd)!Jt1rYAzbQdf4=_Elf)%r#d>O=_pBtZL%jHDwcM3{@?<ig%e!M_Q8n#2vC`
zKYfAiF}H!RKBd(DBa7#ks2@-K()DqmboRB<Je;GyTCci)N@?19h3gAmqqmw$$6c^p
zZ`PYy?zFc*roPcOyUn)JrO~-=tfZ`=sB)FgDo$QeWnPl<ns7ZT8A{tGT}V@)OsZjN
zJ7_~~kf0C>mI(lY1$jI{+4jPH4qY#`+)k=tNN^@;4k3-HL`t@?-MF`%stIvHDD_DN
zB-5|{u(@H#zEAUIy(j7Kna}fUKn*Kotb110U96Wnlc|^WRN98vwAn4Tmgt(KtENk|
z)O9qfs;6eDx@FbZDxJ!=y09I@&e8hLJ08ay!N|Zk<{wi0%H^*$xzVh(&nS6%-z&L)
zd#R;<!=q5m11hz}6*#y!^ESe&7M-lQ8oH2%9d)#}<7q;W0$FONvh>l<j$QJ@NAsIo
z^49mJd10?bgy`*GbavR)yHI~=?GN9y__wr*_1CzowUU;m??#2urEc5l->XRWT2j-c
zG{<`}Ho0aJW!rJZlPZT)!%YQHEhS*B461`<x<R1;n#NLY_Y#r~&OW5fywhj`amEug
z>*WDTZ9%ddarD-UOCYA8l!``^aMxPO^<=hbtKP5G7i~FX4F3QH)Au|5+P=wW_9@p)
z&+yAtRb$i^^2Ixgr*G*PXWL<GWiW!ItF-=+{TXu~)!O-qU7~KfR?A`KH4dM;>nonD
zy(Y~}-5vQ?*XY=%satNLlDa)He5iW9q&07#Zjmn5)UX_AFQg)&Iq8xVqCqDhNg!{6
zBu*nI<niUdJ~_YZ4^jGv)?AwOv3%z_sI%$IFuUnaL{)0!U+>oEER>g9on7|bqZBSz
znhFOsA*6X#EmYgB$$gfJDW9sTH9f23`?1UIw`fip?8{Q}vXT=RjP%6Is%<Swu%>0w
zJHQn}CMKo81f?Y*Lun%8i0xi5a10r95~&H9dS#h;P?nP7d*=yt!lr_o3ff_py=syc
zQmQJHKJfbfyM7)%n40B}`-pnMvh$7G-7d0YnB-h7SJ9>~I(q9xLu+D{y&-BUrheoX
zeWR<>@40un(LJW!xvlij-Y8jX%nGkv-j^xEfxcw9R^w$!EmG*+a#Z4x)Cg_LjX6(F
ztbx+Bz0#ndQm&FzK78+VcZ+@M?Lnw0tF5>C8=ZX}^4)c%dfjuOyi--Y&B}`7K>I9I
zP}fq{q4p~1-(i=jpKZonZMC6or?eiZ{R(=z^inhl^;O7?Yso+NPo}@sXd$c{wU6y1
zT37fH)QO}18F9G#H8w%1wE4MFRtj3WPvZ1m^9lEaeJp?M@7Q%rAWh>q!%xi$%SuU2
zVbZNQ7-h2m0C3dIl<do(UDrxpB_Vr9WKhSIG4hp<OUt2<)RfAQT&&FFZmwa?rxdj9
zdOOn14TP*Vkd}w4kWEcV??*L15=|d(rFM&y)*9_aaatWhZ&&75X|>az%9K3C62j~1
zTu<j%YN@J3btOGrNgylAUSV@fU2{tG{r6hx3j4)V$_hg+I;7E4Af*ThrlLXiSse{F
z2}(Maq@=8#kOv;enZP5l2e~=MPn`EX_yCU|>M$S-9M9@;zkgBekIBbm`xKI_7Y_db
z3|e+w#HSqetU<)qyCLNz2xSEQBug~H7eH2(5F@T*J*UPo(ggI?7z8OYj3>I5N~kZf
zQl+auS>>#xR0UASYdt)AY37GGDif$I70>AHH%C;OXEk$<)l)j-fk^t6?CsMnm#eB6
zK<aVCI?D|#HkG~|hWPp!^g*h*^XQ7*tn}Zf-finTTi-Y+{{XXkzM;D&o4(xjAh@_0
zYMR*1-otyiP~9GV;EEdCT}p3^y5bQ_USCmh&AZYMquyg`Ps0~L`qi;Nq7%wpIZtfS
zciUI-I{IyF-PVUuTXYS=_xvQ-o3hngDm86=H8P!RP`h?;)T*(|XVSLyLtNwN<Ci?Z
z=1-|URq1|Fzo)6Wn&t8P=81P#y89Yhp6{hCmD;7syZh9%w+h5tEq2>Ied3{tS_;~`
zfS?wtI%U*WvZQ>i@{96~+dNOSQ@9e8{s|ywjHI-Tn@DbIX_hA!F2k?PfF>VtZZ@U1
z(p+tj;V4UCRZ_i6v%Q||+c-bYU*OoIvdk^Xr{<PdEiU?H(EH7IN(yO|Hiai`YHe!>
z8){J$1J7+^=?_Hd>*Y%t^OgFOPU<UwRpO?TRMl&%CDy1{zWUX1T^-8lNl><G>Qhid
z=x8*z5b98(QlL2Y_vurW7b<Yow%c>l?}Wl?t=F54Qly1pZC+|FZ74wmB`IlA5=klQ
zO1+%?MfGnw_1~#|M6XabzFXS4ucfUvJuiHu<xNH5-5$*i6&fooRMg`6bG+9JgKgX&
zs;_nHo1w*4HqvS7ew;L}g|3_P6cPe}Ka`x4yph`(CJw`V$4p<!H*YZM_Yp7KUe+to
z9#RmAtX~mQQ?Pb+U6Foe)&|Z+mA14dn>4VFa#ypRpP!In=es|GB+W3}t{G`LRVVO(
zDy+@4(i~D$4MV9?RG>kzsE(3y_tNb?gXY&RHI3r7i(P0fGp(!|gH~yJyJ~5!7wtc0
zxKrG28hxgot8&>^tJ5^=w79yOss>qZu+%9o2Foh<bDy5GJtcZ1_19qahv}!1nm?R=
zoq3hWwmCz4<UX0xZgTFQPTi>Q)*VHvwVmS2sWk0F7Ax(xvYNuipQ=WRyy=Z=QE$}N
z%1v8ouAzSCOU0gy?H-ga9N>1J)=l2`W91sOjqOy`);djDRQh##YVAhM)mhOjS6}I9
zoS_$RYANk^R#jK@l+{$sF;J_W2V6OiZqdhG>z28Gs=A(E4PB{Q(JtJnUZuEHXwiAC
zPMdP!NmW%{QB79$m+043OHo@`^G_FBda3oLPOrO5{I>R;{{TUo?J}ghMJkr&Bqk(L
zG4o91)VhmqZOn{04YJWn_Dd5<mG2a!Q)ujM9<4d@b%DPzF)N0n5W?I;D0wfIy(&PL
ziAh5)OsKfys11VSLG*@@vrqAZXS6=1za5`No~wB)%?mFwJq<N$=Ps*rn2mC~SLx?1
zm5y@OqV030snR^bxn9_=(Kl7|MvAJEpHYoNr(AdFF4WZRd(|{bxKP|YV)RGqC-D@a
z=6(MFK>9G|Cce1yTb#BPX=~N8m0C+vY8_W%rl7jerqs>LnRK@?MkyG+SHDI4I=Y6g
zj^HV86b>_VwA<@wxwBVt8<yI<y7kLU(bLvCR-<vX18b}+aLSxpl!2z|7uG$_s-|iI
zSy3Q|T@G`9pgmP{{5pL?)Ov{JrkS;KPVfDP)OtFHNbCE>MS_Bm>IKo4E@;#?D;?6U
zr`l$XR7efkij6&GNpaT_r7-8P;6E*2Cj$nblw%H?ke-<V#<0H76=GOBlRIfCX}P}f
z)VD4O3sHTkG!?d$5*I~|i-`Q0_KsQZ@uf@R3@2;wva9Z9DN7Zw=t!whr5bV40;~<`
z<DWlyOU-UY^NW}qs^^ZM{>gK5Nnh(Jb^e<AyA64>-|I-Zyuhu}wKdvWshXO4+G~{~
z+H$_S%DNibZ=-x9DW-iE{3ZVY5*<nSd1~%;Rp{<a{{XuVrsr;kq|w&eQK;&4%eD&p
zGH;cZI`-?R=qn!-pT@3~mDiAv%j=-DiaIK)8oI>X=r-$DGPNb=@hW51uc|&#)AOrC
zUU`9X*4ocQ+o|l=I&13{R!WO?n@%p(RF9`!HIesiw0}`iYi8e5MQAUsk(4>~ymFqR
zrO@}jVCyY?qj_JWIZHvTZpyh)=zS4xG+KX3+sh0yNn^B!YAY%cNlu1-s-Xt4bne|M
z?iF;b(=z*1%<}!e`D*O!hi4_FM68EtCNXR_S;F2MiX>sEo=I(Qu`sD+s&SU397|6r
zg5y&P3T=Y4D7f-;J3I1!iegxUsGCg27cVO3;hcV0rS+ha5}9<kLRPl|NK3maWF!^Q
zbO=`%=_AhiEq3Rs8>gt=W?Fqy>FUeMIcIaMw_16bNv7>p){1L&uAO?<SY0XZ_Hk*T
zuC26CqTi?QO;FU^-?}wO<9CX>I<6$tcRyYi{&U~GM7huLYUe(swbR<~y7NqGtxKn`
zw<cP)TCKIt7j4>lm6}?M>9f<;-bE5<>1ylUsZv;`rEpUtv+AZGOh^Pt83R5>1aE^R
z?-Bu^s%#h${{VOq9tUY7BRLcE+kY=zwoA)=H`&sqHR#9+z~xum%5C?8O}7?Q>6S{5
z&~?WYNCit#x%DsJ&$B@R1Y#zF<j$-WE`V*6r3pn%E)tZaSJg<5Bel;ax!Rkp&roW6
zE$dZWu2oeR8?K<HtNzm0-K(k`Q?-{XgUvkk;<C1_-*Tq5w&205tf+Cynx|ZS#khTC
z{4+lbk4}EKeK&fP*L=<O2YTfXJo!`nO`c!qMclM?6{_d$*c!arFItaJY6>RxJ>u0}
zUqOD;Z&T^}t*QEY=P2vGt!koOrtvk?0-5O%C$vrvZN^M*A`bDLZttWt{oJX`m8OcJ
z<soPlDq$(BN>-kgdsU2tRW!1k0?Vje^n{Q$?-IZEmB%Jz+mppG>3J6$afK%nzz`DZ
zTV#!<Rfo^I`wk`1Wo%7Lr8KfOPRw=b?~++ct;{<Rch&?3C(;~9DpE<K>?Nh700<jQ
zx=19IR0#4B%N?suEyZeT->a!<Wi<9Hd%;e+l&N8*);%Cow6Xcp*eO^-$r7a&_}%$W
z%YJTpq2_*$<X<Lq(lr*l*EbPn(K-@>=VjBh_e+CpJy-OrylN|rn@`d$6pU2WyIXy`
z+vq@HU_O_W%Px8Wr9C<FcFoN#7p^b1Ypu%1WY$(Y?xxb~tZwaX)V5kXyA@Z<O=T_E
zxaCrAR`k_UmR-5ivhi^#ea~fUQoAMVdtKWd^}VG1TmBka28+|B7KPJVZJPy_qfKbN
zCwE4%w^P?q-mj-l+Uqqoky|%gZE`Ix8jGoY`bHMxjWX-0E&FC0^847VWk{8joK6`u
z<fDp2&uF{32{va^iZtBX+IiHLTv+woVe>?q9h}EP#6C|uM~A4XQf6@gsX*byQzW1i
zr`1Z3+o41%sYz@V1e#RZJX7bNBYC&!r<(f9k$myd_58o)mVmCJq1C!Z;azIEJ!`4B
z+O7B7YpA%`ZWmi6&Whz^yIXG7%dMj2Uv9WtZWNWYRd3T&HsZLCxySXM!1q5pNE0I*
zb~n^z^VCN-`K7G+(a*XqL4D>9ySf{`tkrJWX;`GVR<}=2M8cHqf|(X(kx4;MM?p-6
zN_uH&nM%uxLYA&-{5kzXdSCR@&x^k>y;^#CYt+9it{k=1S~{0Nzd>iXD&MGe1yz|W
zYHC(5w>xF66;!r*OU;-+R4a=#SK8H5(l>DWE0w#|<uQaz;OWF9*C~z6B3ZRKj0SCq
ziFui=ga=V3`kpB6*07~D-#N6F>9ka+>Cei)Ecs?-m!%a_LS~t9mlB&(Z3{q9Co2k9
z#+?jxw;5X6d9}9VOH*#P;tCeih*1keh*%0r(4bPZs0AfJq=_6r9j625`LT!}AFfIJ
zN49^8AL6UYzg>K^<<BTNH|X<8`exF6vDR<uYdwCLyXm6s;*E9}Z8R3j%NCsF){mgH
zQ_{C`xFy?7HC@t{inf`mnoG5PJyVRg!>#&J^h)31Y`<0&KB&4qX1lGCr>Q+I)$1(*
zYptrYCzyAAEcNEkq1d(Gxs80be`Qx^)(h2F8l5GkDc!Pa-8LVsxjkiZ%P)(*i8&|n
zTry`3n4X?)MY%L77=w+t@{e%i&dGw)O)UuT9C2r1n<c}wo{31Q2vAr`cB*QCX-a{$
zaz%8hG&I&RT)F%sJ!A7{(G7R6US4TCR<Pw2E0^O<rL^nU%a1g!Hr*|&p3(Z3Qqk!_
zVP=NEOW3Pz_sWZv%F%qgR#Ma1Zco%&+NHN$s;$1fRC+b^$>>k;PQG)G)n6qvZoKs$
z>RzU^Px32X>ANy6n&*{zlbM{fe($6gtS)!D>!Vs$pOzPU1^Sy-)7Z4t9rD+xTBp;B
zMHZ;LGj_Ci@92B+PxYhdZ%ga0T6%cYR{Nfq=1VlGtJ1on$#>O1!5+3Ze|^f`3T>B*
zRo6>aKm2m(UvYZPRN7puZJW2Y-F-LK3R)wQe~DM(A86G2YnQrXoxJeTyp&kgZfHxk
zvT4da63(!>)ltyYSuA?i{{UrwP+jYuO=2E)!*06X-)Wn**0HAP#m=ET79}l>KKU4~
zEr;RQB&IIJ@+Mk&a&r?BK+%~Am8sMvor#X+rMOn4&F!dnY5W=vs!L%bVG2`)1tbs@
zkgD9I0aNN+3RE5u=E(Uu-cC0rJNy{#NbkZXFiHJ?f0*(|o%6;0($#RY);&dVq^PBR
zm+Gm=sHdo>_ZLN3QE#bJXsKzJN?EO>sHSi!q$#J^eTPzqn{f!ogOj{?5_^zf5@i0-
zGaz7hU_k(bTIG?~#PG;@Sncm>-!0b5>aD)0^vl!BzlLjGiv2*j&*u4xzgy@UpZ)L2
zqfW10fGRq2-ZaAQh|}u+1ip*mxT(}?U|C&5ZKk!SZ3H2HXHE>y!29?6?cO(%U>-hz
zo%{?bZC-$G{=4h_VDj5g(^<JVj&4+PTS?du_Mmw#SShb3O1Z2a)s;=#uC%JG_NrZ8
zimd#sVwsar7f;h~Q(uQYAE%!~zLouGGta#*tQYEK%N;T~H%+IiX*EWQRl`Z%H3faj
zqfxPUueRMS_Ug+rZPj%3cD+AePWA5C%_CQoQr#;ly4;2_gZfj!oKkLW$^1;pp{ayS
zt)?eYFWxFnQ7V@}mtZo=o~nstsH}%-ppmSmoC!|S0zz8~1Z;w&5-6iXdXfbw4F*(?
zF^`SnVg!8oJ<oHW@OdPB<O!LOcA4LQCNbNHPn=_Ih9C%nPuv5O*iLV4*6W4h;X`P&
zP*z<oms;9eeX`qcrh2yFak$pLifSqv8Y*_(sj952sdc6)X{p+A>WADzZ8o<QgsZZX
zN}7Q{YE3DiB<)ygN!MBov_^+MUK-eGyO!v*B<+dskBshn#AjoXiQ)EwGyOmvpvfP7
z_uo8ohNbky>QhD9DX;p^)9*WUb%wH>)luIyUn=#+o3mC^{bg;rFHzkub}A|gknPIb
zUu>rg)GX9pDC%vjhbvlJ1B9PuqLufls+o44p@$q{`ghw~Pq6z+_MK(soB?e*g{4Sa
zN(oX_l9i{Z5H#C)r-sumw&(_gwBlR<r(_UzNfindBYm`sN@gict*4i}bPYPTTy4|@
z6*S^pLS1R6+v;sWU^vUDahIEs3T@WhX~dN!Xi`dn^xN?$^-Ji#)Ya>h72b`#CsBG*
zwCNo!akFdt9W9ea&<$60Lv~6%J##l5FyiWNk5F5!^|bdY`>HAKH=62&-tMZdyjND$
zk1=O&i2#^6oMUX0oxa>6LC4z!_Q8x|bCH>nH<QMLvP{1>CpO}q4#^3C(oplQvavLV
z+jGBR3QKR0lqF3U60*{&ruIsdND=~o0EH1+(2+xG5-q&bJg*Zy_wTtd2gu36Fialc
zNjx;HrAb;zN`dMMN{oUs6eFa93=p9a5;MoNfAEuXDyQ&e{{VxQx06@q`R8la-^Xk`
z*r3ze0XkjVZPT6q0Pd@(D{ptpjZMc}qf#oxZnEgMU(?phEB8xH9j4iFzBOReZ(4O{
ziznmu{{YCJ(0%^=X-LgYOo_oYBDoVUJuxcA+sJrM%C)dro<T}c-J)P9(Uol}wIGEk
znwY8pY=EGuq$t{yHmYcAT5lf18#NZM)YJfmFEwQ(1c6dfT$F(T28C;HhQdN{8|eUG
z44yKFS+!ZzFS>Hgb1NMysA;1?UgEzo>Rn@g>D@$t+iieBpUsh?&tr&#JMA)a*vZ}r
z%tr+NyAmb`i6o!bw{RnlLt5N!wxX6C2e4B(#@ngkOIq1`BYO^L8-YkHUThAj5Phdp
zaG^o`qp4-zdbz{=$ECD3Ad)6RLH&@o)&|vP)s||-IUq4!rP}J0VM^$2hZOs+EaM78
zLP_d~B<P^Y{c(+laUwCDhs;Jt0q%1jzxDkLN85&@OshkkXmd8Mx&gezy{JhV>s+-p
z=WB5p#@Ab-wM`m&+_XOOdWZ&$wOULV>J3u3^T8%&R?<upJ1RAo8+Dfy+s(Msi9eaQ
zQlvPA03fXj2~g~RGG-?Sb8|~~xzGfPD~)v`3X-mhdZ(IgN(O&BXmBM!<dC$%B*-E`
z+1uCJgW6LS-@~r#C<OagN(P-k=>UFU$J3V#6D7}aMpRWZhsTD5CtK;Q&ivti1e@kX
ztz5zQZx@X(V~mc(c;5tlr^Mzl!zOWo5__GyK>$t;KSLRv;9qogX;<+*EUGsYm{m=h
zv1m$HB+GOwT{Sa!j44lGsvrc8BHf!t+)93jQ&ihlv=S-r6kxBe69ILsDxQtBl^mY8
z2#%p4B$@{kV4X52W|S4ZxM>!=`0vwpd}$g?`G7_~claj*c>qSqiQ)eMF#v!`jBcZ}
z05O$L0N!vXeaTu5^6GudTlTBdB}5l3w;FY&Bo#-w@0Jji7|Ia0V3MAr2005!=r*km
zBI$ZlRTYg7ahi0Hx_UJM)$XW~{p;xfl&B}$Xv)*ppobE^S#YSmX_3s=ee$JqfwgQ2
z<_2^h4mGEM#Ayy+xK`ED{MbV%0m^G~<Eg@7Npi6&!W&41nq^5*!`&&C*IQQe3lG|?
z3xEM(>yi!tf|a6#jiNeDL4n<n2e$CUYW;lu$KJJCy6NZ&i*Hn_QBhcg$Wjsr>SCS4
zJxN#huBHQlv=<v!7?K7-fM@OAAi%+%0Ixt$zxzkP;ZseKLr^jXx^o-y)~3cW0GbtF
za5mjq+l9Q2bcqutWS_Ytk_j@SF_R`t;7`FmXBmO!GDdPi`;j=#4-uFc$Ll`?iII{r
z1Yq}>0PKF-PJ3s32!jKBa2g-GEs?&P$DMd(*CUlH(at3}8$j4kp57#RGZQ3c1KK-`
z%#OgE@37hjV+U|Jhk4)QdE0Y1lbC~;?YTc20S6~OdtjM~`^HG%J%*R#RM>LgYUg?g
zYp%L-)ciBPq9!rCKr{A|Vm?6;u<wIB8Nr#3`P`ghJA)qp&xwy=;NSt1u=@@77@hNi
z0z}3H48WMl{f6Mq4$yJJwmI*}W$J^>6JB(=-sO7VP6OS44B_vRdjq})nH%S522MxW
zliR!)iOCZlWKUz<caV6D{KoJB9m$Cs3>=@-ci`ItKO?@!<UtZ543Q^nP)Vh?Q^J)#
zS_^oBVfS^*u5u?N<|J=1gW6&~WQjj$AwO}vneZ?q<8u;le)-{bU_?yh06cixK4<j;
zV8%y{$o+A-6TbNAkYgY&DQXXeQZ6&7_vL6`@7^uS=as$gd>GpU^&_#F%wP}+Bydd6
z+#e)-j2saLF`4ipGvXi!JB%ED_>A|107njfJ5EoL6En6z&U3yafIIh(dTC#QISomN
zy4jvo_U}2w^SL7fziE#L$UaBx2t&Z_IK*yaVYUw02XJ@dGv5XQ^MjHg5k0?1>^BAh
zorE7BF(NaO<_OzvEicByL2pzW4DW5(is)}$XV;ue5G3Yia!HToB*rn{{OL2892v*K
zoNhY;aU;Rc^e2eVZ@vyZl5;p9!8`6i+;C6pgC=8e4)8Mrx7@~J3J?x=8CvuMc<{>k
z0t7nh{v7nAN=QA_V|+-19k3wnpRw)$Puu-q6Nuc6yq?kCGd;<~NRGx2ag%~KiN^%S
z5<%a8u-nO<v5_D^-rUn%t_8mo)aAI^$0&8ye-DgGU=ReDJCWW*_B$WciJ9G#xf4J3
z&);x2>^C5of!jMzlYxOUMsv4p&(92Q4r3(X5@t+@`{FUU$8~Zh*?D@V=I1kO=5MSb
zLwSkYINR(1?HiN119{+>IiDFLVgM044Z!(3cj7-XM(6Yg<WJAU{kStY&yqXO{)|MB
zqt!BSHaRdI*&AvoDv`fG9mdrl&$~{(q32oezv+(iB<~ZqZ@x_MrbkeX^V|%G00Kcd
z7#Wk15I94*9sq;94%wWLd%z=o%%D$x#7roVa5oVoW=Dby#K{Bh8BkK=YJhozzQc?5
zdD13Mz|U^e6O#~sa%1%1nes6i1Y~0%9>D(JCxtWmM{gL|p29v4jL#9Ai6Bp6CJ4yL
z?s1K_&weO8>M6wEXO3C#pr%v;EKHxVCI@}QL}O_Y69f^6{Ja^Q4&&z?zkFnUh7S?_
zA|tVg0t_DVXCogN95P1UM2wj2=k>^(N8G_;EqhkFS7cat(<=ExuC(@fMtaKS?xM1m
z*J-S*ZOVthZI)_ZML1DQiCc~~m4^MKGPnKGw5S%8@>SH8ttXUqj-jK|^et&yeKj-g
zsfNwbN(w_KtR+r|63UY4ez42WEia+eAxKbKilsRHJx<1o)30i4gK0N=i(#u>GRI1g
zhX+$q59S{1eM99VsWk1jfTXQTLb#r$rRutes;Zq+wG|Gn*Os%?rMR^crAz>Ff0O_M
zKuSbF;*dqEcW%t4{`>Lslr<jRDs6vf!zjq9`$Nt)wa`@2gVtUYRi5iW5DP_yD;jn2
z(4e5O?ZMKtl){@Wsc%J!OMA$Zbwwkd;YyQTM^qaP`+a`la)lQc46G@>k6@~L7J6G!
z%Xq1RNAnTp4E?h|5_j)1PXUqt0B{b*cg`TsY#-DO02a#G-z_VkIcJqM5qc4q{t;5Q
z(@#w09dnClJPj>d3hD$BTS{G1P8Wv7ppLzYQ<)Yn(^Rkm-=}?qmGlKV(%T(nAw?jp
z09VpNieh?Tz!Al?nehj3MDGJRIg^>d0FxVBvsYJ42&by3Vpf+Sr=4j&>VK8O5VU}_
z#Gyn=KmZUx;4gD(?k2S~G!@FV(ByblCH<G@?x%qE#SlhMeEp~NnT@y1?Ie-{d*i$a
zm2Z#$%)tAPJY<!3sBoy&GeK5d3+h!x69MIwrL=p7rH0t7>PlNlOuiD8DQXGpal)ty
zi*mzBdWFXNRIhb(b!D)$DP)Lhsj8#Y+CM5nUO-+t{{S&6;tHI%4pu3!y@|d=X?lZ8
z77~7NcEKe0+>m!9k0f>+IghY`7=m{Pe0Dov40q!p>|0#=f{TO9EhDO#x|$V3z|ZAV
zw9h^e;Ml25gb^eVe=2J#%JP(i(pK8*{ob!{*sg7*AIuP+?yLTepecA#P+9i^B}+m|
zRFQNB*E_e;`}5AU&c`BPHXKD`5sZ*BNrRC;VnhSH{js=*5)MfOjGvtOAoh$w*kH)I
zskhuHi-N9-t&eD>3og^TgdnXl-%`|+rW{E^+aSY@tSKEySW&aYU=zN6+Zo2#2Qj`j
zC4UPOQK;G0+qDCA3CKD-`1MF*$n7{WGDnfzk09g`^S}-_>?0$@Y)H=XA~x^3lRbox
zB)}uN$AiB9b|-_#kvS4XVmHQ2=1C-CPi`$~t$AyfLiqz+>UUC<y>-{ZConVQ1K)Cc
zKoRp2K@*ZV2_qvL<6uc12b_qV<F<H=&uGu)pZynU>~`_z;ZDOoJAylGH;j$U&U|ng
z*E;7-E3?m^Rfs+L^Y+B%NFs1C9Yk%sdHtjr9e`Os7!d?_I1&aY1IK*igBd>=naMcJ
zl4EfKat`DU7tRjzw2|P9U`BU85hI8WRLf0BxTxJsvo#g)i`N*a4tM#Idl~PH9L(n%
z#|mZ%CwS@v{kvy9qqK=Ln9T10h~5rnCmR4s+iwG6Oay`VIS@e-dyyY8<}t$d<HwOE
z)UH}{y=Wf)0NG!KVqsem+x$BZG2CQ+#PEcalM^_cct3vtPIieSJV*D8;BF_d0z}Bn
zM%kS3$pSmhW`0ZzWZ?FYFk>(+tN=B)m8)7D=}*{2U43yQGlQP^z>W5dj`<M>9r#m;
zgP9^GBV(Kx?g*13VmOI0GoA6A3I4nJ8$jEM3{RMh?YRdAcfj)-&rv0iw*Uyrl@!$2
z@6cDp5(08$U>xE+1DVc$Kp`X^6p{Y1BjeA>-#f-21@boDWDznmk|HxAVkbF{5c{6S
zJ9zl)d*nzbxG#3L)a=-e=K5RSiT=~S#QmUwIQwRM08Byhd<X;xF*73@Ni!$!8Gt`=
z8UCbX6NB<WF~1Cq!Q4QPxjSTLd>I?TG7PpyOJ7^3eW_gYrKu3^>v!#kIg#Q(lNkA&
zjG4hAaDO&I5hJ)U@M0!#b2|xuPTkhWu>eHoCJb#J44hAs*vEWM-cH@TcAqmaGsXDO
z>!!#zrFUt*q*m8IyRX|5?~G&hh@U6EV8J*O5(jqe)XBBl=x9rWqTNAFOYRf-dT8mJ
zXsoEj0G8yF(-|rq`05UoqBjjmW2EQ~q05yb-a(KRPQ!_)tC*7khF$FuxdZbK(rW6|
zQE7YY>Tyl~0O2mJhSrnPL-kCmmYO7j38;OzA~K-@cPE{4zlY!VR;11!Uj6mwo_+>0
zc6!C!Z8p1usR(wu-9=d96a1-NO*2oeDZs*1vIYhQ!-I=GFaH3F&Yk}N&lRKp07>-x
z9B9YvKW6^`&D;a{mkR#?kzzW-sfqs4U-6IQcWlT10FS-~JV_v#h{+OjgUJ&y8TcO~
zY)tkYvpi<CF+bWpL!bQ3T}ImjT>L>Zf=o^`I4~y%JIR>xI=2{~>NDUO8=Z9IIS+Jx
zNp_Hb^%g%$f0nUN`RA?d_gKWHNPtNnGng3@v4h(n4TdF5_}jcrH}B-+9L(SnM+o4?
z@gu%I`$6$NvQFTxp#X>wM1W#H*OR>Y++&LzF70<77T#;e!+va;I3S+;=V&vY#!1G0
zCxUl9#F@z7xWSwgu@l%t@Un3`K#w1;@wqt)`*5&(j;-VfiGn+A+wB4~!W5+`!z}Y2
z$_w8itWH5Eup5FzK*-*6F%k@n6Cgo3neC3pa3lK1Xo&6y6z6Q6h}Z%CZ@~~j?}_ol
zBxDH$<eZ4x&eA*f><NLw6dSjEH}0V0XqQ*$42`@&hy%ZE;K29_NuSpTJyVkgOza1N
zCL|HWaexdA0Rj%^zDSU9JLhTPOm{y3{*gPth%=1NK;Z#PTAmlvqwlm!{a|$NFaRSR
z;6Wq}%#$<5V$Y~9_9y<L)m;4|iifz`NK+3%AC>kO)XTv1f%(%Q7)pVI#ujrRj1Rfn
z<jik?WO$v{c0cNj2nWvFVBmM25T!*9>*@~sAC37(VJv*vw%i*OI-ZTXa_W7x)V9%n
z-t6?G{Y5Im-DDFbT_N;hNI>G^@ylH~ey0~5HB{9Tj}LLLr&y}BR1zXO5LCKzJE^59
z2$Bsh{B_S_XK;I;yo2ZV&PRST)-6qV)35vX%C$C?5T~hJ9_=Il0Qk$SDMCpCJ=7FB
zk^GJVOk@>XC{%lV;~kw+Na3f);x7@s>HD^wsQPQ2D%t8#_MQ^DXTaTTz7kNm01}xF
zCv~Aa92}kI2q(5PoE-1_VCRm+S-Fv7)M!Pn{{U}AGqr2>LryjIw)&?Wl%WWeE!I}9
zpqA3&6hf7Ul&PCdLCTs6u;o^rsT6LRa8bTg?HhoCpc!~|yvkHcLVCmKf&eHR3Uy7#
zw0M2c+NA=82-mNKa1lQk+~dCHC#$p*jDj)3pAs?q&ifJp+raq|#@~0+FX_;g-zwW^
ztzj(F(Khu{ucz{<L^|pz>Dxd@T2Q{X78ZpCGLh|jn2}#;rBu+{6;iamTxt8W-ttt?
zN<eAK78272Pg03fj+6ORlAe+kj9P=0{lME(%xPW~jAJZ4QtDZ!W!K$T^0d+x>xv>q
z5P(#2bB*@SIKN$*wTLy|#l0(O$53lt4Y;pqeGVW~x9-&Yy=SM|Ec<|kbtN&x9==?h
zLRm#ZX;?~>q_aZHR86EQ0kwbRsv1(ln*cf1rxfz~o_M(PjxAWZ!JLiqFk^X4Km#$4
zffywg`cpn+iwfy*Iq4aai!CaQ)K%RfEvYGGp>JobiE+1GeKij#AwUD|Q=_Z`66zGL
zrsOYXmBp^tLq$RT;ag4?Q(acj9X%*TO=?~(fKm@r4X~vlN^NQ=am1?zc7YyujPH}Y
z$C-nfz$Q66<~xbceYQQb5gD9e3Im<__<Tp5bc^b$>blnhm6cD`EPhm%+*_X700|AY
z6iQn{P#Z!JfP^6_N>GrHkSz$u?jQj$N$<AMPs#Y=Imr@nj}yOd5!yi{j7c05<2VL8
zj1jc|08E^m?ZO`X^V8eb?BYdPle(l};O(8r$;kbu6T&AFKY0<pM3OuH@!0JQWX9%Z
zV<QqbjFBHC&ITS#?bW#ckrHt;<30F8m4&_?8qkkyN^l7~jlW6G!?r$2*hdO}_!E+2
zbBq)6cRl12!k-2VcmuvCJ466>+73?(Xgh9uK%U}6cE(8WAOpf2zUo^pzNnEh41DM8
zNx|A8V;IK9I7UPb{^CjONT1)oXfZIP&JJhHz&{2glf2}2&Ui%ck&)xcAAI>aA~QHV
zBE*b%06~!vu>ftK7z7ChNY4wz2oMBF8J+SV<nBK5I74CEY)0hv`G7%;iQ8a7BYa>G
zOlC0z>@YyYpO9jBM9XzP`enPv!Wlbc<j%xINCXUInJ4G%1rm3GkMa8rh#1~rb|VT*
zO!y<_24I}Tf#d>2z|R4YWS;oJ-xCuUnVfHq$Am9$ZAUHE-{Y1>8Sy#XPUP<Zk1|gG
z0Jh`@F@R40046{ro#V_Oow$xS1AmyuX)^>2Nhj^zT<_pc{l*Vg@(v?>&O1sRJ^U$_
zr#$aN48ZPju<--$i6=er@f<1Je8?aVfdlM&Vh3TcF+IoFV8-$NMhtiDJQLvlSd5V)
z9gG7J^B_+AA#A=k`r=XscI_lY9riebh$1!~M5&KIpq-$=+rIL1vA~WL;2-4xZ4>=I
z1W3llNyh}odC4RaO#Y@I<RA3zctovy?lZl&8VXx}xn3DNowlC?6CJ*D`hW&FQe=S#
zb20>GAjHS(`eTTb5(vP9;x~vp>|!u6!7vOAm^(oycrY_LCNbE@2)-PvP8In1XA&7W
zK1dV)0F6PNy8)fIl6#Xo9fZLdll%4^!14_75U&JoWSAdpOpzG#@;C_{_U?O_*zJ&H
z4$wr8JWBO#!rvb~DGhvhb#ddL2x15)1a|v({$tt)$9drc_L&14M3aI~eC?T^xJ2Z{
z?nxv-$816SPS_Ei1A&~AlRtU;i7~LuWF+ljYgdJidVFc)1b{?DgZ}_FF_L?B2jjWk
zICvv@2e#PSAbB{DG1z3DB->6rw6xL`^UFVx4JA%3N5W8<B!DMw*vyf(+w>l#uK~qS
zeFG8Hr|v6FA{$5&O4?XeOe9GpQ>iIPI~WE7<L%w9>+5~Ol!#3Q%`P>rqO{bHZwgX0
z@O%@TXCx6HA2S&fj12K0m90ri0+h87l%*j`D<r~F02wA>AW2c!$<HAhCXKUxYt{MN
zy-GTXp|UoT*eTt$)b%Y2gMt+O8p4lB1EI-E*EF`kThjV^-)kK`A6ZfjWqC{x32@~k
zgVF=8)gXek02H}R=L+fpKEb9$-`Fa2j8(fsYD<s~3KK<4L08n=iKA&L->pb+8ih6o
z=IcWXK|(>8DV)dfJsD>F*PHv7dZbA-7DmBrC{I!sQdHw=gMth6ZgrlLA+^q%a?}@_
z!il+DYN|wo?J3@haIT_ykxbA<GG$%R(k2oH5;(+UM`#%DB5~iz&v6qS#Lw@h>t&tz
z_~jCcI)TV|)Ew?;emX}ZuUyhwQ|)PeJ#Mv#Df-%k{bg}ZL0NG`C>SvhJyL=B)rBnd
z;+faFrI(ia?rNy(2i;<&nsw7H83jJbZ3$={h+wpOaWN@6boBue2YJe*nFsp8!QA)h
zJVcz5f28BNoNt10up`WIM_fF&MF|wR-NfnDtxgfYD&?dv&Z&1w8l5{@vH7d5id9t$
ziz<@0sEaCf11Iv+^(geFT#w1cl}?Pfdq%3yQAemLM60UU>0MK4$o~F`K{W_g2q;K%
zbm#LC#-0BFZhIZDM#s<kxU9uhO&fvgT8F9LK$N{s>#R7E2r`wlQl#x8BO?N1hhFUA
zLJf^L8`w~1n5Kfi7)~_fD_btMw%tJiXmKSDB)}yqN`h1lK>&%^!Qz-8nEPP-#&H|>
z#&h31ZcS?^s+w+>P|#7|=}<uTY7(X{NKa7*+OA<utPmEcD@v53(mlbFY8yV7ymcze
zd0nQZKy=$LfeoQcDUOCND0NN3lsZzE5~ZH8)KGsZd@b&YS{sgJREqk&U%<wcOy)eq
zd>l-OIPJVd#}S<Fdx3}tC$tQH@J1pro4M)B-Jo^WTiy&oP^x7jqLoM>6tC)7E;f)-
zsR3$Afa*OH)zgAIkL$c+;~;qwK^Wg|ChGI2A`W~EQA={lwYa9W)7uh_!HLK?iGdTm
z8Nu6pXMm_lJ50#lazuzbjiV59f18CTVJ09<=gI#7K_}#qo)nGeaj?LR<|h;6?Tqil
zt!Q|8S7zE*F@M<#<-VR(r9~^ts}@Kd@jda{M)BG{em5bW(Ks27`%KP!<7^ou9v}|+
zo~?&$$TQrC5O4?BZ0147ZRZ9A7|!22XR#asz3byn71UPzFQie#8q+gQ6&B;d`dS>H
zInLXDVrKyCPUB#F#{oZajL7-M#N&C|J~!b`Vtbz0-?^VS>}Do=#FLrY2;aev>zEz#
z35bTGo4to;k>7jn;3n#2OutusG8*Vlgi1#EDm(6XKl6^{XKjFwJTgafAdRLB0o!?;
ziIKM4L#hFTkRv2^_#kJ0*iK0t6B0r4W5J&N<2n7LkT`L^>+zu(WxH{u35(aA4r6v(
zj;1Bzca5<TAZO<zwn#A<1SfCXVnLtO59<fMK!^oEj6lp}9f**Aa}%Aw*l^^}#2t>}
zPv5x25dh%K12Q0ikiJ7vZNh^qn|Z?a<$p2ETKsow67w;%XA`{6@C<zIFgD>#?q?wF
zyg(u&APnuE(HtY&IoN_CW&zAcakgW*;Y{x$VEk-54CIsGe!DW|Kx@Ek*D+j$jk#oE
zXG`*^%v!o@;mC?n%zmDC?YQ|SClV)f2Zkade&4A$FktVV#t(xL!QM9PGr7P5NFdJJ
zkO6{E3%T>OABY{ka62C7a91E_kgqzVkBvyJ1<mLpjE9Hq&&NMFkSDap+YQgm%#)qR
ziP}I(!TA`>gWtZ<gPD=$OiA2K_nDs?9OECb8Juv*-UbL6CQs@?z{trzd<-kX=IQnm
zdV6`?Qn2B^;@m}d>UR$e;mk=S5I`TMH!&u1GA9NgOe_*+BW;I>neDWIKTadn@<7Mj
zW=21ti0!sP4&Ho&JDJ3NhJRe`#HhBFryt48n^x7!DjORXyN~RxYvHC_s}kRAZX!FG
z#>26Xj{s+dld+SDm?m-kBW?cxHsW|#>;dj3Aoh{D#$z%_2NA|{pHEz0X*Ca_n{^=s
zimQvrq(Y#_<U+}LWm0;28dqFGR0$jfZJDlF6Zoe2a1}i5YQR9`ZZC0`cha@4?n1a<
z8yrRlV17Y6;7;ZYoW;c@9bI#wnkssVr%4IuVWqgBRDUU7LRHcUCn|s-lAtrjT_;b_
z6_qBU^-_X8zszZEraBZ$i3l}rlqfiWgsCk$o`seEWj2dyoAtt>KGQ00+`vf*rM5OG
znLR|6g?noE9P9r8I6C8rQG*>o5EK-zm4>Om8gHfVq$+e4wGAz$En1obTH7ePO_7R6
zBKdGlwh!i~WdgpnQ3`_7E(Y888&N26Zu?<DNOPfSDO6Q;pripdyJ`~Xk@eN;6;%oW
zVMuWl@M)>tPftlL`-oU7>q$vUTi2!|<Qz!b;F2@?e8k5LA0KHuV8QAKu*Lxs5GTF9
z;Y(cS__>`lHv+=q6y9s+r8x4nXlYt!7nOG!>g5wvRP(?sOAV<<+CtW)6_hZN8gHpe
zT9?p(3W|!dN#dot>vXg{x9vA7`&;g_^zJ`ytf`@O#tPeYOs(2y8d}*dG~23eM4+v<
z*BwYn;~OMwe_WrwJZ~akckjSeBLjb!G7MrdF)(0(l4NlW?P3ix%Jd^@qV@-QrgzTQ
zA~;h{T(@Og+C2=pekLBGE4>EL{v7O3a`x5f{+jSFRrQwJ4dsqv>MEx7t+SYP^tzK%
z{{U%Cw()PG)z;M4TWP9v@ph7t$~#%9dV^1Cc5HrnOpzO$@A1F%-^ak=f2MOM`e*GV
zY<vPp1_;_mb0^>focF-{h`{4%D<>-?9}=uK$E3`=IQVTeF3mr)-#+fDal(Y{DMr4c
zY(xnvrAagZ3X?zvL*R7>OPcZ~q~#|y^lp>Vy7yOd$Cz4ILhG7V>vTr6)S53+SoEH;
zqNr7SY}RRAM{~B*S@jJo&RVXCW&2HKTTU+BUX-Y+j-f5bmYk>NpE`9*Iv<m~wB`pk
zHMLD0WyYUJa??g?J$b5XE%xLk+l6x)e@okLw`XYRS|Qrnq*5u0X3tyhAtre3->477
zi_{OPA4;B{{T*xjPb#Q+OX;ecOw;HJohPAFW7c)fX-zkM(stVIOQ=_Mu0>T<Rfhbk
zd+Kb~`xO?XxLa*k`|TaWQL|HbtK<IwME<uq)#wwP72NUUDl}5H#luA2v<r@Ftt!r}
zwo}-zw<{Ie;O)MZ%BmWRb=h?qdWnYalr@Z0i+k4_a?6xA8nztT2XTKunRC%((}^Wh
z0#0AjoHDMVE)goH-wcJeTyJG=r7f#rRZiBUDkEtiDO(<>HuZ&pRjbSj<|&nL)eDur
z;b^#5T5i-8mb<mGuBP2{wp^)SqPSbG6fdrtwuZWnp$$~hR?<{9>lIYh4YvCaHsenq
zEwuq<B20+xb07BY24ol@V}3X8Z1XczbEleo%;z4tdXA%7^JkbE%b9w@qTfV|b-tri
zYrREs)jEah8+$~xLqzS`>sIA88%NuwWVXT-QiPs3{zT;GZTpVqN$?_M_QxEPYFTXs
z)Py)tlHyQGl7*0+q@_e8tssIDr6na+Gz7*1gDZ_U(!hHtO=@_WN73Kmz3JcZVD(Yy
zx0YO!^$D-_hbTR3>uqhW?AM)nZ`68<o{^NUw(S1^E$Z7B>wCPhu-I6&8#S%!N2#ix
zzTT^DZC$Sn)K+Qd^j4Ahx4X`N!{Vn<{utb`^)T-=y%%aL6^mBT=sKZkue?}p7X4<u
zMs((?yiuB)g&pHe>w8m|CED$mOKp<svu~=uX>nO;vomV>{0BHa$NKRfAEw)x;F%si
z{{ZQOB0!DAc7r^1=I{ll6!h1zIjQL~`lk_w;s|bWsae%8yk+?ZT=k_BDorKOlr2pp
zY_{rCXx8sXb`l#(R(5{~lAua<Xi}gm6<ZQbE;z<^*{QFVfRxc(pKYYXFyg)XZlC$7
zVgCSeqyhvI+ETaxg#r>suhjgR^dE5iE<fKhs=Z2Ds{L^<S=Lb7{W4K%9Vc*Gx?Yo+
z)}19%)ozJ*OSP?RH!tix(e7i=YNhJhtuJx6QZCI%+n1KF3|V}#(wvazM!nHmyO|mv
zlw8l&T)NN;re|Jj{VAYzUZc@^CECuDNR3^pZ5E2l9-DHlE+EsQ@n1%&fV38Zf`Q|V
z3E#f>{RTW9=ge$4<))id;bAh^gR;w%o?>EQGRkF2eGR8*$V`Qyz=mH7NpJv%b`p}>
z(Y0996cwsL+Dd>XwkC-R2BP4DO$o8%%3|A~FR*R5H|!OPGL|aU(#jU0AjLz4wJ5AY
zQ%`VAEApi<TO%1?%dJ4fxkzd5jVODGRXgcJibQn<mg+sUl4Pg`op`7el#)qE<*!Ed
zUYh9rOmdR1)(s8H=jpPaP(JTAZPtUT5pk~5?OJXwu|-V17g=xBEh?_;i)}luSgWY3
z(9^Cdy1G`v>Kp9cXCXOV>Ra(3sPxb14_3Wq<kvB^_x59wx4l<Uf2m+wXtc-iOND*h
zY7))bv##TAzB<#jsSdcxnME=aOjvCvu{NdV9clJvnq`Rv;x5mYzrYaNPHeczcq+b<
zgrvM#*eAKF!i~UzB|sFc5>x;|x~gbFrir)}85r|cvWl*O&uX@oqLIv=iiTWdowA;^
zj<mrYB_yPR6bb7bS`s@>cYq1;zhS(0{f{3)jB_i~r=VU)dfW5`>wnUAjOLfDMb&D`
zPFr)`y+5a`(WTnd+_12#magf&PgAEAsci>I>jhV8y4u?fMKuPX7erVp?iKcXVhdg$
zbaLYMRnWSd4NHWd?+TbsaWGX^Lfc@$=t`I+B*03frwIx3J|A&1&a*C+wq)j%wwBH#
zF6%A4+|;>kN>_HRvOfqCs(^K(YKF*7O-cGmy-+~{hQg-RurxLnF~xiBi3b}_<2(JQ
z$lD?ufjIj_#=sA}#{IVY@+DU;>r~g&*)CL9nq?ADTXnXbRyu-Eu(v5!0Dx9%Tj~T5
zfD}SB%DXk*fRR^jtzd#cQ<Tnz)?^dV;!<0183Xbx=Ld2)<TqBn;h4;vg*j;$R2<C!
z-&_3}T;@2~(DRIV$B5qo3EOBJM%(z{N|c2qK&d1dN|ICxRUo8=5A%T-AdZqScH@wF
zNw1#eFE#mN%_gjt?L$$^K4ECRe$Jk}(^6F0Z;t5QNo~|^*{+nAJAKmMQ*F7b-kK`r
zEA5vWH>qE76;u_BDRl04H}N+7Kr25IPf-?sP<Jj*>8?xME!?Ql{I##J>C5Z7m0E_k
zOxNlwomQ^B-(RuVAFa68zo^%0p=J699<%9tE}XErak{S7tBqF8$L7TI3?fgwl68li
zet*&$NtbyFY%;)=DeoQclBKA;g{3W)_Ews#7|Mw$uGg#xqIPaUrA=}gXf8#?4SK8T
z>zo?@0Fb=u<;OQUTdG^pTK7h3HY)V?tbT&ob8f`_#fR**mj%&YS$^E|TDIKlB~>ki
zG8OMO?K{o3`(J3Dpz3`?dTZn+ywJ5)3(w+@ul;ygb(Q0t+{)!%fkPMmO6iw5X``t$
z^}6$T(yP^mj>}h~>NRzPOI#nPwAt;}jTuR)Y3$b3UIvq__*9vnv57O2<Mc29jKt)K
z^moxO;&abmLl(|-TDf&-(mJsm^V6!+TE4ej)7);iN@^ur+_i_S_XO4<>ROc1x$Td4
z-KKd=(i*yIq|s5PpRV?s0ecfvtmLC|uRke3?4#|aqdb7~PRk*9lSMOf%}F{JHkMjY
zZej3*I-Q!vvn~YfB-J3BD1Ie{Xq%-)L)EP+DruB^eaxRnzM1t0J%0&)XMP?Wm(`a&
z1E>8(avMeZl;%#G(Oko!(TLW1Q<)k8tF30J)>_|8E&Dd6qON0A)8FZUr5$Wh*FC0c
zo2aorTh~AGr!CdAKZx#vs;YjO#xDMo`D<~uqMZ*m?L8Y@$>%+#Y}YBpsSi}D;cKp_
zOO)wpq|rY{(vV(h_gwDJBRyeya@GF;f^RB01*pAE=-yECqUq0jb(-U)tbFg&)=pz`
z>z7)qpOv+mpItw1tg_a;DQwyoP~UZJHI={Mi>bMbdTBKk4yAFsbG{q?F;x7Rwfdv9
zSh*4Es{88;MAP!uPu(hcv#2%wr<rxM`i|#WbfmcHC2HGCKE=g$iVH=itRz*q#T_-)
zmfqbZB~=}5MSofB{Ji(>mQ&Llnpe$8$ME(SGKc1#o0c<dJejGP@|3WJlHyxwuz|GO
zdo7ivHr8`wHB{_=5Hzw9N2*BrJ0kX_O?4oU4Wp&}yyQ2k?QNuKb(br-Q_n3&p=w{O
zwoz)09i?@pW|gX{wmn%>ako+4ZFGvX)KuG6yPbV~6+KIjP_m1q#;K-h*siEY*k3t0
zhoKMQ=cRcS&U%hztJYSRxW8RRqB((S<~3DSCY`Lgt!>?Om3E<~drMYPR%xSTx!;`r
zDN(5gs$*0t+{!2@DCy~Z%={DmerwHhsy!`!7~1!jdM8?Xexc^Wn(p0nxz}n6J!z*k
z9S*px=AD-1r>m*zU!<aH*{q&5Y|v1#YIQ5Fxm{Yhw{TjMQ}vtcHk+Rc=0&&ESmie>
zE?ltmwMD44O*(JaBCT7@t6SDlS8x<i-DMS@`!J*|SsuBq6|1?sds=Limg>7z*6Zaz
zE~0XIQu6by%gZ?=-Xw`O<=J*~(r~<1az!e{CKQJdmS&|I!^@4dq#cF2=E-qOY)5wN
zJkt`h1RbR-(q$%*S(fEgW@Ol!OA^U-#+C~+Z%qbXNTP~+wH2iZU4AMm8+j=px6<S^
z;t=m!VL@Ko?JhzTu7?^ZakT`0dW9ww5}>|0AC+9J<{vvXwU?HBt<%ryt!Jq!3s##2
zJ$16(^{+CODQ+&Z@m+1T(=|%U-g)|}+Qt~ArAzfMy4^Y+aXZJV9(l3qOP<>Ios8)V
zR)R*kdr#DzC1r6hTdfY+^reeVJ?vB>nvhjHT=kvHm2GjPq+M-oT}4`{Dc1329>wx*
zhw%OMuj!AMy!x~AzKXNeMgIUmQe5rJ(^qO;N2#<2FttXFr*@{vsWdIVwyN=DvRN-a
z{jR3Au{QUvv?{8vwo%p6IQTyz$zklxO+JrEWiqm=Qr?<c#IujfCBTIDNO-9s#U`q4
z3Qba{3S3beH1~<=k%xrhh{Iku<}W89hnAW{vxseSew#Hc#L}24PjM+RiB1)~&`RA7
zD5jw)3GmaIT({R8qSyM9mb}Tbxu<o;j<_b#sI0En+ir`uR<};Ws9;<y)we5EV`7!&
z7R&S%^)#+Bv=*IGKncNPurstsz&)VH!7>cQpFDQQmHeso7x<EM`&q8ld9&(%Y}RQs
z>#b3G)%TUz>FR7+Sz1R!Fhy6>*C}-r?c8+r4K*Webf%fL6qeej=pB03+AjIaZF8+T
zcd6T_XHw`LSE%$}p=OSu6_kx%w6)%{$9Ha;t)LsKr*6K2p)Ay-1isJ?q;#kbILXO%
zBngJwcu6?(%}YG$K-<_*q7<Z!g6Kg{coC7Q6cNtKO(kj)k3BE*i&FCL&P%YOLuzm)
zt3p;v(#dcrG*?v=&>E8*mFb(3OZ6Miep~WMtxrdy)yxaa_M@rmsVVE}?M>5KtM2Z;
zi*;4r!qw8T=I!gHw_4G6qN%!EAEmd_IOSbK47*|KCzG{4pLx~HE=<;H8ZA>-%lp%I
zO1u398<Z568k29Kt$j>Uy;D@>I#_b4REurL)S%-FE+w@eZ5-2~y#{mlnEsxB-zlRl
zwrxYB9lpD#Xtd>}>($F&T&^r!YppMuO+Q0osG~HjSJN=Vuhd=X)}e8tT{~4L>d{Nr
zs~WG|mFCWyxN8j>_wmkKYi&1wyy#6*)qSB=k7@h01?^S~(`^<mG*tICY12tk;|gk}
z6qQBVbs@moxT|Bhl$T7*ldL%VsC~Khsm+B+xY!A8ECiG*)=HjBn_c37DA@_2jRxjK
z#PrIgXW5x*Rh7#-g|?Q1h@EM`rMjt-zVSY)kuIi+JEW+G3dyJ(VURH!VMh@@NtuqF
zj6uxp!pYojb_2l!5fkJ@Z5!{}A6A~DKi^Hwbn{33&vf@JN_54eP5%I9bj3&1T7a}Y
zaC__8SMd99w)Jn<fcie2L#?lHI-s(Y-ugoHr>*^6^Iof#S|+B=LtA3gHG1Cq?f#|u
zDqrmNqWz~Vw+eREP7Oh<dZ$s*Fw0E@udQlY*2`_U`+8xH`g74FRH@GK-tJvt1)}y_
zBs8*Aii(;j+g(g+8NWx6^z20mkPWaNnQcy?<jdu>lJjF>&61!3k|?b-k34-o{t8t7
zym_nY>sZ(GW}}nVK2+$-PcZFP`h6(f;;UQV^(~IN?@4F27wavIG;5u(-QTM%eNAE=
zxmwplK=ljBQ15r)<@hgp8vIB<2(herH>a+8OYsHLSFKM%_chV2xrISXLwKa-2BN$2
z{@-}AR%$AqSyj_7mrhuQwtm;9nACK7s@H$CS#K5=8?qKVTloI~Yo1MW1JJgg^o!}L
z{eG?HH>b^7ifitlu(7Qy$gH5U(JI@lw4z>eg27F!EwwK>Uh}l~D`SjY>g=}an`<=>
zR8YB7^U=#+#{U3Y@_X>8{{Vw~m%0;HXl-FnU#Z`3pZaT<_e&O}Zl6<XTI=m?6SOwE
zYi&}J)eX(-1rNVg_wb8dy2>a=@oP=G@kRFUV`s6PYqPR)xOOy&+1wg;1;buxhtk-R
zmy^TGPR>pS-`ksFa;Z|~oGMSGGU90OcDCc@e0i6XI^^=?AChAcc4lf>w~(Y!3w>5X
z${X9ILeuKdA;!<Hk`%8(JxTr+{=Gj2s}Cyq_vtg%roGl4sk!pqpOCtPmHGopQEEP5
z+!<?1SoPKR#cHj%Ty;vW8f#6~Snc&Gp+%MTQ8iViDA>5Tr|9Y~KRDd$yLzY9zNRnq
zeE6x=I#Zr{yO?wuk5$?=3r}f7YSx!!QZO%94LwL{sBBfV%^{IgrYNcFD3ea(4j~mR
zsg(UlXm7;M{{ZUw{{ThwpND6oySJ#H#Glfg7LdI2SDsq`07~-K#c$?*nzr&wP-wkF
zQ0?ZARcQTXbgvq-UTf;AYC6q5ZnWBNwfd7(TSa4>$JEsI9(8)b<Ug-{RqFei-md+6
z@(zoX{MXhxGUKWA_Jg!A#d{8_)k|HbEXt;}+wT|E{VgrJ%;ma@;{8*IxYVhY1XWz=
zFAY=k-#$#?67z23Qut$-h?Q}Mmhxnp#HOcaX45Z*$O$%2dZ{I$ZMq$GJ857kZZ_IM
z18auKIXN`TK&=QWD{;h~lG_X<y7RRHo}+0|N!lAuY@}Srx}SpYrcXhhr8!m0ZC%e#
zP<lsRbDLAzwPl*`>BmuPOAeLQ=+tzVx+@)$?Ps-7)!H?7qNS#zb?cMg!kS$OxZNym
z+-hs-kSVKqf$zkt(x0HNZThG5J<ofs$DKTcx76Ez++#^GZ#9}Og2|}ZtJiJYC~wqm
zJEonXX5*=tr@3kybv-NgO>L(QexA0oTW@jp{v<R*mrHiK(!z?WzRh)KQ(9?JRZH&E
z*U-G>#i}=ePw`6wf#ioAY1S8dv~_~x4%}!EwbVEF-RpOnUx!bkT1^woPf(wRKC0B$
zzHDeJZ6~F9g`~8elID9}?M;rQx;rBEwyoCMS5jK848E;AZFh##Z00RB*0$@YO|r*!
zrm);KcNyAWlP=F;n9E9*m7a9tX~fqjC4x7F$vZCaTW%?%>0!nuB)ge~Au`R&4UmrT
z6euM}MXuH2&mgxqFsZhiGT}*_c41+@>1il+rL^O2voZ(?FQve>Ae1bvB#8Nsp}){w
zDHyxjs@Gj-xUQ*IyRWtFv2$XcrEIRHmlEsjJ<{R|UNqG;O(DrbA9XO|vaQyn&q<yC
z0Opb7vChH|e2(xvY4qL9+ppn)_)&9fNcy7WuP`}PVfAIMD=mDC*ND>gop(=5VCGhq
zs?_>olUcF#uhnTg#+TEy*ZobU?KKtmy4t(*7mCJdSTr@2)m^sapWzSqWpisy^7~41
zN7oLc<_9%yI#QndsH|2_aPq^N)txNS-6`)?3epy96{Aq;hADL|zT-yQHy5Z_wxdno
zbjh_--Dqo_wRm<t@;>aEr(eS{1<XjbH2YF-OiC$DOgAp#P~r5s1x_>GBfMlO1+)<2
zo=FHx3vphnhkU6@xEoCTi;X$5p7B!7CDF8`pw%+&hF7o@NF*(1)e02^0p{nTPev4e
zv1$3Zs*ZVRPE1sC&fBExXb!haOQ+QDYHE!@nwDErmwQU+ZPsc{KJ`V;@W{EUmZGxL
zM!RC#xvsv0Gs!<yO!F&NdVJ*XtnGPuzIsOGZR*nHc9U|WQ~f;!4w=$7Z7rn#049{6
zyJ{+$Ybdxf!_=168mV%{{7%(DS8Y{OPPd8Y2d4i3OqzpPb0r>~JwaGB9g~%H8m`N$
zbbqO;!=W`QFWN$}bWx@?P^JFJYMWis*H2G$3r$VF^G#a)W2W6vYOb;?k0$M0@8#9T
zsp=MWWu3aJcig2~Dr(VA%HC;ZwTfEGf{Hrkl(e5_rr%LlO;D1TX`Xqdp+}}a*zVL}
z$Vq3jn2N-xLzC~bFF7|UHp8n+^4^%!NG-K5u$_<<vX_8WePCm;%j38nFt^n1GQ}TA
zM1;G^my({s-V7;;mC8&wd)3UXN4!geXt1hmRRmYR{;8_D75?wM#Yd)!i=|&A5nX6!
zLsZ@=D`;z~T4zn!S-(_$70!m+bEl(wR3i56u@@_S9l%=^MylFos=eeVqCbUpxaSWo
zKN_p0yFqI{S?G;>%sVcy(iHmdna{G$nA3Vn`(o4D!jN>;)m73~>Ibxyn%So)lTgi4
zQ+KNRq}$yz>!hgcCn>dNlC|?Ems-nPSU<L0y0Po69e>xh7SvZys5F(oQraqYHJSJ6
zn+d04_ir!TP_UkmYnyGgIOGG~?qm9A<qzUD>qnE`sy!$AId+pkaz?vJRdbV+R+n_H
zjZU`Gl=XUu>ia07)9>l}T3cOynx%4*!ksBwe!9_WN`Y@?+?Vx56`?%u$(}7Ig5r4d
zxS9h^;}~4l8fB$qo|$r4_g`jZ4kd)p`V&qxSb2rIl+j3W)f7vVFOKcJqqBHSgqs^~
zw<Hkyu?fk!WHje=!llyN?mSQ&oS54Vq0rvRSW-X*+N0&O@oeQ?Zzq2c?^Bvq<IPPq
z&br%&Fe){jUoy0n9lqOT)RlVPmYY*nR8!h*Rku5Jp>0*%-==cWM|Hb5Z7qEt@mrGE
zRcqWE>Vwwjs?S<A+A8Vlmz_GNofj@$TP}888*$aF*?zjqY`eWhQFEnkuGeg~)K#Xj
z`)wP}xp8u_?|G#<mlC(?6z8yCiO!nz+0CC{{FmleA-z1i%YQ`H8XXB?*Scd%Y3oJ2
zTJ)}x)i+zmFs?t@?K4$!YRgAkr79|&(>699FBH-$)oryh@M7NYK))5l{vJy8K-FL2
zn@@G2^zm8CeHT%2pt`xt0__JgU8kvcS<)h#na)3{=$xl@+7@mU^zN%mH+E*=-je?S
z!U8DC`scHKpu%yPd>7GDoJI8E>sn{nM3lo)N^L1&=3RDK=LD3*%3BKbcEAN7pwJ^`
zJZ5VToRU_=+`H1Npal=K<4Ua&QAMFYm-K~{5~^2UGy%@UZcL8n1H709Ab!~p!5Q!~
zJ^}k+5wr;J8<E86nl&%6OxlthsC}kVrIXXv>cSFMQVHn=K}sn}AQ=fHXVss@3-G>k
z@Y#RU(g&zrAJ4YA^~-vFezT@@;&jDkhFjJR8+&fgdZIeJRjRGKigjC$*lvN^5qPms
zQQs9oL;P7b>ORoy{G$_6l21AlH9Q?M&6K!%-r)#a-nvj*K}tv<IJA|UH?*pxZ8i-F
zp(3PL{hAVN4wcZ;Gn8~!M*5lc3CqndNue}nIk}Nx&{Q`SUFoz9Hmke4p%HLZYA$Y7
zIio8oYBbC0cH)HAyo!rctiM;*`{-M)El1U#Lj1}6Nj*e=Zgn4~u28$qn!ZF>=`~)z
zy6Fv3Y30_j(-td>g4o68p1!kC*;7{SKuv28(`lP^#^^0gT`o0L0)m3)b#KEtBw+dO
zKk=eF?}+dQM%e9traxR>s{I+U%=%AEyy3lap^kEC$_*vVfoQX7OS1JIpSISn;YmUt
z)b<P8)@K`e>V}-JusLhE)Z6N-Emc)-TPtfR9_xLn>~0C#8D%N_3k02?3qfi5_8e(c
zQ>ZU(PDqxglA?{JAhz)QC`nbSM=6J6c%~Q>nK}81bSzz@uW6MZR1LNq3uQxQqt-zL
z5)DN`?xv#rS2az}_j0V&e6Ow4T7`8=X6t#mb6wlDUBar63L^8D8qE(^Q&iefPKMZV
z+Na@$+DcqfKqs5MJbK#D{Ql<OExAWur|-HJ{{YP0X{U5$1>&LWUF%EPpT6A%yZDXj
z;3_P&tx{7q<1a7Sw7S}QoD~%`%puCA{8Qytrqdc<n;f~;9Ko;+W1{r`05EipqSqQ-
zbd)utRB3Bwqqp3(Eriir7R|b;ce_hf*6_t!tx~wEkcXUU3N9ztk5WAR^nL3S@gn5z
zzVu(|>Ca4DpH7&hZs*HOeYZ&IDm3#4OtY=EJ>O8;H1>$1r_**#J#x1-rzjk;Q#n}k
z=(XLNW~SXkU1_#jJjb;kB%ddkb{&XJv)PH6b1Q=4_@lU_zAcM5)VsKJqNW3HH#a#l
zm50=wp+qF9DOd`q5!$e>+V-MidQMa46gZiQscA$uxhy>(35Sr%b~~n7P*OsTK9T_m
z3ji4Q!`3gQ+qa|Max0U!U1@FCmGt^v$EhlBHj7<Fu91}A6<AxKRUKVrbEtWmdRCuX
zid%hXsYgS704>ea)<-9OGjfTpOgrhzoKJIYI>$plc;+H%HCB|=j%jUIOH)fq<*_X3
zi#46=8#OMP<<na4Xso!JYG$h&uBxP|r+wa)CD{?U1jGT6CjbuH%;&rk0poV%#g|HI
zj$&vXH?Fk`G=_}SI?qd4HFmD{kovT)m%CpmsBhYYHl(dC{{REE)YaU*qLLPAV5jp*
z_|Z==;^v!XNv4xD>q1z#`qsHLhjzA7>b4T3ttVmCx(BK%0(JJ$Eii;hJ25`<%aUp1
zH{7s>k%%o!?Cq{yu(cqzpj>6PR()bq>r_UHeYF{rpNxat6Cwt}dl7-Z5iB;W2q8dh
zNu7=f{<9EC`yTdsgXJHjzEb*=<wlm}M>p%ayU3c#9$nqJkF1(q72djqbvnl7Z`Zc!
zW!oFEP}jLlr>)IhZS=Hjpfv4V>8&+)8j9*ltF=y@>s0zrbDb)4(W6&3IYIrGwV~Q;
zlUmUYwX13CZuHkzEst{o<#E+jR@&+YEcZ5FxrzrGsIIA^MY@?3olYH+TM3yfn3da>
zeGDm-%pu1eDoIy*z(&$uWwM$$u&-50NTI3OjL$VPxm33;JP|i8<icKZRc*4!ZAeIJ
zWVlkcUvp@wrqqh5C|M*BHoAJMT5z<X=L11R0!mh?&QD4ZvJ!HCmQ+&!PSQ%$+7dvR
z83Y`HHXuf3K@;2$lNyuM>p@@2lmvo61SGh#l2a!n$yEOU&DtPe@+UI@M1o^ukDd1!
zjm&YiAdrxwP)PM`K+7XQYC*kgacJa1LU&(1_NH7u=(ujZ2{5*Zfii*=NfAGkzzLZ-
zQG=K=R4&C`JEA($nMfrr0+`5@p14m?oP?;I<7qniIr2f;2oQIJkC-wuAQCt0kEyPG
zBak{Ck5E%u>F-zT#nBd<J-V&u8l_T$PSsS^)drnKO6h6ZX)U;>2up8N(<SE+U1_&@
z947;u$8jk<Cktgy&(A!TC7BCK0+vBhDqDml2trb&t!hw8Qj(%*BX2u9FNey%J2vNa
zFD`=PtD#W|1Pdh~sY)b(lz>Sj0UfX{G_VgyAcXXkKm-`ur}E+?8GtYjPaC%^c}uN1
z&91B*w&lf=r%`JyN~?k__G(lq$Lkeqv{&Bix&l&26xPdaZCk4&p|)6B)}%I-D0t1I
zKN6cmg)M7+18}#iqovyYGjM9L3t0D*LTD?68;mlb83{?RsByI(k}5wnLObQi55zY@
z>0N7L*ZipG5;=Ly4LU1VXS&^!Phq&))poaBtQF~QqVmeEH4ar;tE*_LTSN7TG}Uf8
zg6ko5E%vNS<iocZ3&>U}+1yofXmJK%{5iDZ3GM=tTv8pBRKrMC#?e7|paoNEml44;
z+MEv&Wx<Eyk^*f_EK9dKwaSkCp!Y$<Iva6F4s3@5K}y-K&FNodeQ9z_(#ItEMaw-I
zqU}1O#p=f2bFnwh{XKlWUg{}qv^6?0>y>Gww^uU#p={hQwbs<o)mv_<eu2AXYZa7B
zZsAE%Ji>CCKg}SWy0IYRyc4lIV<2sg{{U;wNBWuPm#0gg;vKKGhL_j6Cbp`c+j_k{
zsM>Q|siCUu+9KCl^_q&yOK4TTy7PUdO}R98N2@=FCCimf9X%7YFV=Kf6%@-!{_rPa
zLeD`2_Jw{`cM_7I34(Gbs$%{7bDK(#REtY#wM(*D3@K9LsBPyElBD;p>=NpQHk{j_
zNcBed1qd=_0}vR4?7r($j|YsxTbuP<dR?`sB}r+Lw1$wORJ2iApIG46NE8Q;(8y5|
zMEQ^9GIs8B$6A||T)fp`-{V?N%T(&YA6(57bT#8RSJzR7D*BH~Rnn)H-$*G?P%9jB
zIHzsHAkR<)6r33tDS;m#2^o@1<9pTIrq|rOHe<{k1+6qd)RxxoI(TaxFMQJ}zggWW
zEnTd}??XZSR@&iO0xRfC^s5U`L#mXHG_d?*62jf|%r<g<LFTq=Ga)eiv#pXqMP6ZO
zDXID(sUV!M8@Z`TIi!hc#$_fF=vK=!Ew<=bNE<;dxRbR&K~)lHDOwEpSC@K!m0Y*v
ze>{0W@27rD^FHUz4KH=H=#FM{15USJ%<fL!t6ZX~V(X%HV%e<rsi~@Hl<{p=)^AD<
znnv{#7MJc;+n-N;8+uXoIe7J3%ld9ra%$1eEn~|I)vuc9(N|i!FYM;BvuLZ$1$|u_
z4SK1cuBWJX>DZ}DG*uNg)V_;_WeBHehdl*F8wf#45R|4RN`W}ct#c%TRT57~kswIp
z(4WJX*9R<p8S_%E)2TUasyTto9(mt%S1!3%Tc>X3ikD8@>fF=`zSG^QSVhX=QAMZ?
zMx0aCHeETWZw-qQXswp|+nsF{w!hrIO@3LsXfbCnC)PVajB~w7RwQ0}ZI@e?acXg=
z8hN6vw$iZj9QB=1O3Tft6~~zN*RZ$~SX9O<B`&EK<dWLUa;icYbt`q2h+A%Yhz)`i
zp6s>~l&B@O6#*TF^uze9dN8{B)AbF^zgqsBtv;K*MRKc7a{HFttk4$<HnoPTqt%uh
z0Lwr$zn?K0=4G<RwXTlGMXamqn&sW0G|Zb~8mY9fDcGU7wWx1*j{f>nd~z35`kMSm
zeMW0OQSv{Qp0a3pHCdsw)z0AkEe(@UIY)h^v9qeRLsc(}ZQoI@w%z<%z`ZcLy(Rv(
z<ZEi1y0ukeruo+9{{STYRP&?p*yPRkn_PnBmniw2u5}Ka=Dn+x+KTyLyYl}4Roi)X
z!`G^Z?)3b<u5RITpwtfAoKB%*R=q;KXK-s!(_HFnt+kHZ)%6SOSCzko*Qr)3`A_SI
zoZO+(`twI=iv?p^BT;j@-Jsp&<z;n>`D-`*52GuuRs|ZHno(CpPpDhBSKh9y>FW)t
z%Zs+#4YJWm@7UD78n2n<WlN}*#_)+JXOSef@kL3<wz+kQSrs_t64R41iBXt-W#ESp
zwwpU{DJ$_7`^D{{MX*|RX+c)YVQW@p#Q{QgY>{z7I2ibU{9XS56kBiNajtn$sI8oy
zw(_2zl$PytVfuzHR5$CMv~N({bnv9UTyLq<ntt?(Wzp%XckS9@=x$WnP}kN`+pDWz
zskvP4K56nU{{Uvvyy)dlq|}rZ*PT0K<{pr`U#wQjN=o|eMP#JDQ9X6jtx(rjTj*-r
z)Km$mvs6>oRkcd>J$vY>ORTAEJL|9FrRd}E!SvtCj#}!ULw>L6y+HF4{mdt<I<H7u
zIf={OVA0yNS<`o0i<*+X%`CcmrIxCa_eW>7P&VxqO%2VfwaHZ#G%wpI+OG5e0Py$a
z{{SVqqw5Efx+l~xHf>yr<t5ttbg9&w+Pq!ptQ2}OzRjlZH_aVXtG&wOY_{74(_CA$
z=ALrta;g3sXQ#WrdANq?ZO_!P>zG5hOC6dj!zE{>u(>&D-HB(V=FvEmHeGSxhF=Pr
zac(V3Q(HT0aH%P56GX=xu(I#0q?MhYSQL>{vr3u(02HoU%_$w+{A0C^2RnJop?ybk
zL((6pk4avgDzqJ=N@*uK&&zwSD((8qn0BlE{^@_z8WNS8h2KNcG|jfZPie{xFU$Q;
zb4{+-p+AecYO&K5)6;mo^+WXv4nFg*tu3)mmAvDQEHO&MbkxkHP7+epJu@v+u-G9C
zveFuC1R*FNL*I{=;#YC?Rn0Z}VA0o(PwW2xPW+42w!8lTD*3m|jZ;ysH3qx64IaHO
zscu@oS5jOY(w9$q>~4<RY4pvK*G|hG)x-GCsiC;r?g{zY07;lXY3u|Z*pKTofsJm-
z`ar-i(KRXPY7C^b!loRWbrR|!Y<KTEl(?tMY6ax2DcEqS8!4a>i?rKN3fj21091-?
zPzwMKTrYT(#Kdl7_Q~#JakuL^9B$mS<_@IgH!?YY&0QN(nmu33J#D3VgQaTLs*s9J
zN271F8ji(Kvqe)yR+KSww^BN_Qq|Jb0FUk}m~<i3=<-R(+IH|`9%3gVPGk-}BK$tT
z4<|i%(R2E}Jo(TZkz<isO2w)iMzwB=uCrS^d}mcY&67=ASE;O57wefulzlGLQqtUL
zn0C5>iudTBt+zLD<*^C5IVm@$C)OL3N>Yc^q%G9!zN9dOls1PJptZP^9h4L6dei`_
zB2rYK6H;$Wfl3OT$k0~z&Y6IHanSz&<vjY&)tb)HX4T%Fc`MB=J6TI}XZ_8rmK*&&
z%TsD5MJ3BizfDt7Tc{o`+AfyweVQ5@TlIA{4>M6p9IK(FrKs^s@eSsWFnRUrXIXRS
znEsz?{Wa<iX&Nh?Pc5pfcRK<Ydev{Dw7YeqqrO@!H+sr@lMGS3{obn9(^a=4Udt~&
zXr4=5S>;bNbx$Tao1nS1q8_8B)!ew%mK|lL+_+J<aJP%Tp184dqD^%Rg(<3|TlC?o
zrbCT5<12A3Jj0<bqp=>jJ#q7s@dW23yPkaXxAOkmt*yMj()_tXIdi5T()NnWK9+jx
zS5I@fQ`TK?b@v<n!n*ZytGL{1u1=vXxl3xbQ(Ej+%T=a}f{^U&h7XH0{u6{rNy|GX
z^HWnzKKdR?`^MIWQ7Kh0;#?ppPm&x+Xd~#5BQ-du5k;+PAwYmYrdiZpqj0s)80pZ&
zM0U^KV<$5`#!UR43B;3$C&~RgZ2-XB@5FW>jm`idi189}_K|`yw+NCTfM9v-fA5Xt
zL?0Y>ju{^+*dK+r)MZH0@vgq?w56|2O>JnD`M``!53z!NFn0LvN$yA+gM-{=2r^Cp
z&e68usqNSa?jj^@pE({e5+I^xC-UPSF*|ng86Gw>#oeC|5G_h;m1#w1z8prrT>QK}
z@hQxWh&la%IX$B?JV4y==eW#_6Zgp4LHkL@a0%gj0Ukbau$_pUc#WVDzzkweGy4pJ
zM~nl%XwK5TXVy^8ndS9rJ{C95BuszgHU>n=26A>I{L=@17GngQZZRK}j`7tq*uXu=
z&k>O#alB7%$2%W_L6Qib`~a8(85@C^ksxoMAPi%)!{Rj_RNt40v9)2tuMPCI_nh>J
zOc(@$dlGku&i#&av>mg<na<G=PB#59j8EueCy2+APEI$F585Vt>@kRtqZt`H%;Z7F
z)7pIPnLI6H)v2W|UmBeuYkM`+d})4BDH1+55j%tTIE;_n<2Q74l~)RuD5%<7^$)M1
zw$bM$M3O*CQU_Yrs6r5xDN4pJEmoS_&1-ZtEqjivf~A}`!Y402pdq%=CQOwnP=p1z
zq@?q`9lpb$?T*&IuBXFc4%MtA)m6HGFk+b#2twAGODIr;r`&nM8!iX1e#+ZgoBqoQ
z-BZKL_o27O^wOP!PFu8X8~00%NHrp#{xwpfq|>mHK~psCf(wc(2|`w+mt9mLrqR|=
zbW6W7uN4(aHl-qljkTVHt(G5o^a5nQU2VjmE(Es8N{~M&bwp1Z-lNr59Y*4P^X$<!
zvbuUE$tXd{4!WY0m!9b*A!I^9P-zGXS5~n;02|^vji3)1Dg*8?M;CQ6wds+ybISSL
z477+nx!&Yd3u#VX?4x^gS+icHo8FqT+)B^_o~Lcgb!yZCrAn<zpLR->)Kc186VyQv
z3R;)T`+|`TUhGb(5TzuyT}0ZX313?3E1e(ben8ohtQbh+L!UomIE;7sKYU2Xm%04Y
z2Y;EI9Pc0lpYe_vQ^PA$EVU+_salGISi7s^snd71lp4nK{g9!mOG>lqyDe(mBqfT)
zD%Vn?5>yi1JBz4wN;r<RGy&?8I!WTjuSIH#G?lq%sC7L>AkrzS)hJE~W|7C9N=^ta
zHklbAFsRg|Vmpne>^9uQZewGRILXo7?zZ96LvgL8M^I62o~h=VQh}LUA%4=vNri$5
zCmZng8*bsm3sYNzO>P&;z9e$WnRwrUi#Ho_m8qwjTTY<D+i@yF&`cOo6as;c!~>nM
zIDj#^KcO*<<c`y^$MuoAGq10OvrlkEy75l10cPVw%Ft2(1OUNcEkz+fDdfC=GN-CX
z6@QLs>g6chbgPs~T429ttzH%hGTjQ5NlMV_0DfZR106q=JS)E{)`FC$Ejd>8%w}HR
zI%&|)oM^LyGlSbZWBlJ8qdm!<9@)wJ;yVI1C(cR4zyl|F7CjqYv<eMW^#YcI6!&Ts
z7+8Q3<!XMCk+hX=Kv@Y?$>}pm%>jH;6799iW#xsa^t*1ju%v{^g0)ntohc<SNNvYp
zD0HagiYdZ^maeB~eZb>WN>Z8-pd9I?GoTdVm+g%xK|Q`RK0rU~KLm`-y}|zgN&RDE
zo%{l4F*A{_v)!$vn}xcvl_^(Gy7fDOl`HayL;WR}20%RvP?#Nv;~DZu7>~YZz#qI5
z5@hTIla;IhJP6m?bGC5HA-HwQB{R2ezD@_v?Y1HW@aF`5kBG#d(kHZLOmP_}1duTX
zHlD{H6Q3{#0r&uoiJ1QY12SOjL`LHr4+~IfovEHeyffOha)omq-vP@y!zZ-%19=1Q
zAGjU7aQcQ*2YE6uXSgy6{+KXleiu-Je^ZE<?VsG0V3D?Gh2L)7zGrhgW)FM`1c3l|
z+Vs9w*|h)}Q-?c4qhp`d)^Q<|I6H6NcR3xq$n)G!0gnc9JN>)%8%J<+2ZbXf{{UQg
zB%G7xbN-G1W4P~(gPo3lLJ0T<4+3}BAVy>IYn7?)J`foX+2>DmN_>gI6NBIO?;mK0
zoPskkF)<PGkC`2#GY5VnF&Q9{f@U&D#1Ef7PQ~NC-vD{+af6ZZz#3D-P*39IFU$*X
z(jOb^!-cth^kk9bcg&pRPk6@JI34&i@^KLplar8qjE&&pIE=`H`fvUlN$>jNc#t~`
zN89v>?<98bp3nf~O)NY>^=NqT*E&}yQ<n>6N_G1o$R~e*Ovd@0vm1@OPGf>h9|A-G
z1b&ckW50j2@fp};MmCt<PB!^4VkT#Wj7T{jIX-9S&IjLOwXAJVFIRA`wgUCJ7qg!I
zeV=#N6Ob?t@sluPbCa>#cs~G1B#zVMWAw~q#CJbo!Y6I9f%b@!586kG8_a`$k&F|W
zjpz5zj{suk23l9cX4zOB!n#tqLqBI$-3NIFGoIpe1elHEagD|x@hS3Rd_c(?$<E!!
z+i{r8!I7~iaCgKV#PwqvV1u|M<l_Sv?YM#40z~KbkhuVEpws<cbsO^+sI{WRiHM)|
z49{%D@85sS1_%is5tE$fF&V_c$LWH2i6e6fB2Ikd$v*-xMot80hnXF`#!N=o6WEW?
znZV);Q{SPc&42*zp*rV$qJ3KDr$&~nN&v)21d-UB?K2<<o#2x@#~aRu)2O`HuDZMg
zS}kz>Qk{gh>xmxYY^g-YK<O^jWCXO1l|gYNYF63`o2_j%zL6bo)i@h%Gla<{PAO1I
zP})MAaajQ=Dv1Db$(q8tmrmK~v~{U}ooyv|SCav23x$-df(Ttwfm+i)lASHK0Yc-2
zYDMl1&f!#xXgJch;9zs0&p!Y~eDv{+Q&{RX>KmfmY?RxnCZ2(<rLad+{U;&Hg(NG=
z8x6NIlg6bocAR5jfdV8*{k#p%(U`^wCN>ZUgMfTa2GQCHBoo{1Irz!iCmR?bM9&#{
zWozg3Z^%-&HKz!%AV{2#IGwS!WEhhfkv*q}B#a4(@8>7^N$n9I2RY(CKT{DHl6w+z
zVj!KTJOIcd0Pi#B21amB@=Q)3Y#LKaP?`+rE0{TXif3xN>ajV_2$;v~B*x?dM}P#z
zCIARA+C0z3Oo^NrAGDJkKwxYJf2_s^{{YMLC&bSH+Z!IhKnFR@&e?%D2Vn+rHx?Jl
z+cl}(TKJ1rq!(R#cXEkL#7;-rM2{jO2sttY5x9wUWO(`Pa61w~p9lS1Mt=L8nTQ}B
z{{SH88~i7Nd-x+BNdps{5`5t8juqS~mm8g$aMLntp0<hCy7%4H;y{02^nXFWeBw+9
zC2hPAaU<urGAFh&Ja0Ti9l--&4)~lBc0X<KC&vzC2_zFE!8q}gx!wodfq>IpG}<+x
zt$AA6Z>7Wbcx%?Na>ZRuH@Io4U#IsFrra#N>m|n2m8EUCTT)8Uq^)RLR!CA*LZlUO
zdYjczLv6f@Dzr8d6ZLlbH=R-f3utXspH3_Nv?WrM3Xqhp764cWj7cyzKOR6NWRCG8
z?U|Bz4ste#gNcmfN0LZA`_5vDa=y0wlX6CSk*)Kwi`Uf|kE^x0)9>0nq=#0e3vGQx
zIa_KA>1Zn8o48N5wIGFrsY_|Tg#zM>qF%+7=N22Ut)oG2t-q?GL&@ufl{BYmYC6;;
zAR&KBkb0c!OMcpY%qTGhIT4=o`v{K%X#fr$20Tp3?<98I&OFXkPjyDV+Zy_{<58V2
zTT;{lZqM26uUYFz%Bt9U0_p3m)gezf$U}8Shg1+sQtDZ+MI*k`giAq4OR59~w3F4s
zskB{b1B!lvsSTqlcrvB3I#An+Qfd<{ECf2zl%y=9p>3RX3C3?Zzz49}e}CIKh&)tf
z_n1*rPPo#Pf`X>jrplXC^&&!nf&?ihK@tezZTV2%w-iof<!}!H4~Hu0?}&mo_=(?O
zClMZVGBJpr12f`G{DN}>6SQ_eq>;t?F4c+ly~QzB8ZLAuwvv{!4|RK~E2w4HA$>|9
z^@X9u2N@`JEv+*()GncEcGk;kQo54$6-`qMNmBZhIw}=gPtgJplrYywo|2*fOsTCv
zrAA&t+FGLY-*O`L*IC9gM8-jpzWa=M?Stn43F1>Q56)+?*g+C!9f`#FCoGn%Zz;5j
ztBn9tY4=q9GZpQj=|EJihv{ARdV187DI8c|Lwy}8Q>lXOt(Mm9HPY8ol#~F1`?PPL
zaCI1J;LR#}n-Cl=xVD1AgHAjk@jy2AlckeWz~}`yooh4UUorQ_GIkNTz}ymd?hH=H
zK1aw5eu5xuVg^jWB1HcHL%0|3T5fDDC|wifOKd!n$^+;v5Tykr#tVor5VC(i<p@_)
z1enJT-bo)D&v==clQFQ!z)+0x$egKNo_U((#^A+?4S)w?cf=8q)$xOzA07B7Xp$t(
zen*J&u$k?@5e5unIXiFq5HX0(J`MvDjrSlJ1_;L4CI}$*fC%lx%PnpJHz3mb-!L_$
zX;Ylazh3_Ubx+rsiBH}Je)F`G;A~`qV>|?bIE;R|-vmVMAi?|Nh)?a{p2T2*`A%fW
z$IlNW&S2($Zor<{!3TLbFam^B=q+00Q%!ZPMuNMd#Pb3UKshnwz#xM^G9*D97zPB7
z7?CD?{pS%G{UA@D(18+jxHviSJL3}!5GQ!VNk1L|^N7aV7(6fL24GUYtqxbACw~Y-
znf(qY_K1zi1cEXn^x=umf1R_48~n)3W+E}dBz7nCCvr?}nBIQEI6#Sk`+4ktmV9>y
zxt`}F<OT8><xf_$@HXRGz<c-U9GA+vF;lA>eo9qupscG%&*oBsC<;N0z^ze(;G7<j
z$0~DDv{Pv(SqTJOE9j{waFT^C;1vX>0s0_~i9KT*k*e};jD%k93v5EwM@GZ2K?StB
z^;2+h2i&7LB;h*@lbm&m_N-J1T6z|`+PB*T^#!yTW|`0CA|cwOfdrE<0FY=F6t#yx
z+wSEOp7F0QtM3(#TGIaj_^j#Q{P9{p^q)_`!KJ_PSks^R;<SJ1KA+BiehxGv_8+r<
z=I#OfOND>Pu^n90#D8fu0D}Vgb|>xi@8&y#XUu1|IKp*z9%5rACwLMhZ-OE=&l#;v
zCsJw;KgTY^!2bZmg+_mW0GR_aM;J5QjN>QnagT`b48g$PT{#Xz-5-)&q#yl7kN*H2
zVx(H%`1j59&yn4}4ZL<6k|dLiWJXAdB0C-2$UiV+7&3R0orL^$0C5Zed+a<(pE$so
z0F1!`4-QU15Th`Wf(Mw4_uusC99ZFe{oA>9QNkZlk_I!|vBVDJJ%sJtByhT;Kc{Y}
zp4((@MrR~~HbB9dC&2rVNj<TX6Tf0XJSoQe0on{_26vc^yX5T%bLZtxk3uCUGbS=W
zC^+-qX~6#g2?vMY1n1{&;}IhmF(Nh~PZ8dCB=(%f0nAP_Fh&T$jw2)-Z}E+WNG5ka
zBYxnLP^L$qEm5ZJe(0ViOu@v&6WIQuGC(qCu^dE^)Fb4^+n&G~*niu`Nvl1{)HvtT
zI@4`3hn#Y!rkMePr6fETP+JRcsU%8D;tY-Eu%flFTou=FRMUw`YS~Px(&`k~xh>Q@
z<s~qO2xV&PUqI_|u=loxoI<1aRQtJz!;>G=r|%f^yaCvLoK>f0qNRS_J1<l?Ql)!r
zHm6n)k(G2HEnOgFs{%WW1CbXCbw9LeEl6?3-El$di_5AHG_;g9muXu|6v0iE2LOeR
zpp>jE0!=4xH#bs-{;_PKwwA+9(*)AC7+Sr>GE+_(3vZ|-!ot9S2EcHJdQ+W`v)ful
z*YFya0*!q|4Y?^oT<NH+WpyqzOC*-5DcpJWtEIrE(zG@nDRm7gN@e7=AN(Owsbk!)
zx-F-X?erxU`d68O*VI;OD$=8ll>{Kp2#?Rk43V7n>_|Q_u=&pOI|0CB$)At818w^a
z=K^CqA;6R2Y^m0I(@4y&@}v}f4Gjgjvg+Jr+ICj$NK1$)C|ylsl@70^B&Z+CP_;{8
zv~;C83tqI;wwDmPYpr9=wgP^dwdZQ-)P#fi123&X3H-pzMYYTjpg^5gGEaafGEZ=4
zc)-pvu<gN!#?hSYBj>T4U>)EbaDV{m=a|-pwT{PGIfJM5D<8ve%u><RJOUQYU`p-P
zDp%zm+s_V`R-mF1m&!^>0k;&OILB%ZRnXNTRa$xf0Hk$5xG3InPf<D#Qpd3P>UD`K
z1tCg#vLXv<l6VVo1_p3*whjT`Ka@sdJn^*Hb)EZ9sR^X2FH)qYXllBiry~G{!BATy
zgvV1WNCe7~t%h4b{UKf;3h>>PH~ay>q>AjF*89zkJ)GkYbG2M7^$Vo9(mP7(dZ8{P
z^sPNn*3*JpbrZ7NDoCB=Lb1~a9p(pP9v~4o8{`~k5!h>fx6<0NgwS7USfqKvl>0To
z4pOaW+fV#nv-0~&DkG<_*<Jt(JYcWft3eB@)0JuIBdIhsZUPn55=Yb30gyl?A>p_K
z-P{RH*WswkKRQ=fp?k#-vrjDk_~CuX0GZAwKWX1Ea7>IC#v)GeWNnVy7$oO2zD9e@
z3(D(teX;dZTq$3pcx;D|QWOM!WGg6jBoX=0R*1%C1&sZ+9)9G0r}Xeg5;F1kb^Ccl
zj31MT?cX46iN<Cl9pMuP&ScNQn9f1pxta6A5Mahk$QbfWnL88mH<EL~Fmc{N+cG}K
zu=73$%%Z~{GX$NW_!$$Ajq?yY@O=3gj0vCcgX18M`Qi}}1o$1t+de1EoJQOdawEj}
zoPnH>d&Cjv93pk@&yU>_@jK`D%zvBOBj@it0QT-D;Elg%Bxiku@e)sg_w6TWBRii0
zMmE6=!N?ou2OYc&{OyU!Fok@rOtq(5`P2xP*dG0{7|#3P{ABnXBCf|_w&Ht9%wP~C
zn3x7QK<^%6K!|}mfr#yq8IK$yU~P{81NQ`dwj*!xb>Y=30qyYN;xwqYx*0t&8I!&{
z>`4>kM~#Nu9a|g%BjN=8hI{5V?|@<qc>Ms|&)CG1fd(c=2L42u+(t+P{&qwFHrVEP
zL+-x+04jY@$=r?S?q?^&m?m}}ehD%O*+9vUgWUPY>*R2^Is3u!*hiht{{ROO#7WvF
zbLVe}G1^39woZ6gT{`RA3fj7SHLte$WN#DR0p4TuAdbZN&U+k8Z~`)R8%*GdnBFjd
z)FL>J;K=TG1i%<FOdMp4{6I0m_Qd}9i5vFug8)SLpLMOgd$rGjv=7y6^&TEKreMRI
z!2kjv=e+*p$He3V+5)K&-?R{8zwL=Q+~Rvg=jKGr92h6C9iwgHND&0`ek9498Ne}#
zlR2LxZa|E(r`>DQc+19_6|JYRXeoMEO)ZtHLn#7CBj!K{<ZU>CA|?-VM+<n^lRL&o
zou{<@ffG34cLRBti10^vpVamOPU0g!;y@yLeD?%QckD*_0g%%!uYYl@00Nq2<6t%L
z-EovpZJ>O1Bmy9kM|mC($(S$!%##DKBp&C$GlS+jiP%)9rm3oVEYj0IQu4o*nr57N
z)n+i;Nm9s|7)%0E2$>viRGhxlFSqa2w@qoM1F273s!-ob2>_{0wjEjyNC|W^C#FaQ
zD~5k{2+;H6(1}npH1a#Q->RBgG<m=ixyI)k!GLoocmp3CRBaACw6@c0dDR$gw$fJO
zj7%j6Nh%;_5+p$}0~`MU@cjp6pW-)KtwmOVI;pKl_Gr}y0Mw<#g(Cz98m$T`>R+?e
zrqUwzzH*HVr_*+OZH1HhOU<&1n$>}TR_f4()T04P4>bHj5F8;tom*c%72&&&I8^8>
zsX1=A)Q=7qi#vXT)K!T0>R4{mNCHagE{=*{Z9U0i7f_M`00)|BC29k$Fr_CTZTbq$
zKg2GTT8^nd`weSPwML^c3aLuRS|<T*S9SCPzh+e0Mv-v4+^&uXE)~^PWEn_()wqNc
zKk{vo8)O;JwuFL8i~>yKfs7IfK06)!3`flQ#7d(*bskkGO9~q3H$*km^8(wdYHN_C
z_ins$Lb-yf2G-V`v0E(75K>(Y3Yw*f1S!V=WhzmGk{(0kVLeBnDC!q0{o?Rd{6^zb
zQj$Wwr7xnK8JR^hVHD^ffPX7Mz(|-%M;KCmNW@IzGC>*snLjbZpY-;Q<9rW;B*8Lq
zo)^&OM*OW&OV=+7)-K2!t5JKMMRTv+=3&pC(-G7rL~c9&S)S856T!5cN$ri|MogWf
zwnuZsdZqw_yzL`D5wXVdM#PQ@?nWbg?-79}3C`Q%4-nec7aOm1=}Pb$smg=lnD?iK
zdT_T2N_%4+yGD13+!5R!@gM-CZ6y4X4ge9K@tHXh0C2OuAV+<SK?C>u0wO^tg_t7%
z%w|aVgWL4jfq^--8u0jgFRuN@Ew$nBryS0(_XKZ@PkisV24e)LV?KB$2690XW+#8Q
zVI&-ECvE^g)iW3q;sD!W`o{_ZA~zl5woHwuGr5e$-8@aI(=qMcxYtppqPD1oYeSH?
zjdala2AWhukOpQp@-~Pd4fmbL^x!JSU?)GRBWV-1bNT=W5%3~$Cp($g%$>j;qX6y0
znZY?A3}+vF>?D7T#Fp%|&oP#RA~)&cX$>uvv#yzFEC?El4;sPLJ4AQ>zI=}W=6ufq
zl1_If4hfug2k)N1jEwOTPD$^BjOIy@Oo={6&IvM4V~;XBb{HN(+ix>G2Ar*(e;4DQ
z?Tfm*w~}<>zdyXwIc(Hdn>SKuE1YSS{{THY!fGj&l1Nfk!^m-{P$~qaDPBlQfdNA~
z{9{aB3KM#?8&yPqd2_K8HkG*m^}lahN^MfHD^q1oE3C&s{KrTn9G?P5VL1e6f3PtI
zL7pQgXc@=@?c?Sr%udt58q-|7Y@6I#m8}IM8UvMxBO))6u2-dN`(t%pk9MspdrsV_
zudK?5Ww$<-;DiW2-ci*SmDCV((yp>XfIv_ITBTJrO&iOntEYCI^b!`^$XXU4kVGgX
zkVr5@q~-}2;)`xL%FyF0TW%nNhZ|9CX(Voyq=f_W4t5xs+L+c?FJMvKnx?-|l0Un-
zrEb(9LVq(gVM%$l%0cT{bmZa>R|_8sQpV%eIe7?B)KJt~nov{|N&pC_-I1=R^SAyq
zOn<Iq7zCK?K2)8=gB{~yaAf4{Gv~k=-HjfPyeRz*bNY6qrxe#e_{9R04$W74s&%xE
zpgNzJ=_I6r6~;2-r7xD?9bGTh(v<Zkw%ko+DM%!B7Z8G^C-UV^p#aK6$peQWy8J9D
zbC|y>TvWgjT2i0wZuM=My)UMf5v|O8A3xK0-@J{%-eZD9$Ok0uW5M2c^YCMQ@QBFp
zFmbTjeoXJ%wCx9To&3RpnK+Z%c_d8jo+i}=?Uewn1%-0myE<?&m4@pMTeR}!43nJr
z@O<oN<}v*<z)t;$^Stfk0gPZAaHRg(GE9iy_5(3ElQ<B&;y1?NgX1Um-egD2txoz-
z?yYuCbQ#jy_X-G^(DLO^RGllOz80ey#@Wd~Vsn$^c)^p~hd5T*5k0{jun5SA8+@M8
zlh_^c5PWU9KLa})XDc#JG7d2~jN`WP0B;%34C#6vcDBi&t$Z{TusOhkZyWE(+O^$m
z=}fYTc-};OV|-%=#_~*(I9b8%-ey3@iSw|Z^{E>SW->sG0gOSCM~MBnUuifI+hOK@
zcOAZQ!*IxYyY4+)w6^+_#*pEbUP74-1<204##0hI2m}d?Z6j~%JM93(8ORylWJm+d
zWF4~}Gq{*Y$o=3GAjts0{{UE>%;$=TZEq|#(iG~{LQsSyOInp5=A}QGM{xihrw3)X
zTD!m5-BEsjQKpC4%H$qKwus<=<YEj-nV;L_Y&LyEz{nm9m^cLF!~>ng3;~?VELAO`
z4_ur@u9baI<xXBbD(P`8(zZ+Lb+eMv(%Q&M!a~%7k#Y5Q3vlVBqFv&pB*k6Bt%^Xd
zk(687S6ir(qtj6A$&dj2+y!Y%>S$|~Q*JcM*<OPx&DXDpIT6D2-<Z=oVkxL=D-{&f
z?mV8fwx>{-X)1H2DN5c~OHCCiK?w_5B}FM2DI8_dY_!p!J9fIE#VI{Wp|t~1QVbx&
z@4SRlQ!ON^DrsSE1p*X+K^$1t-tHB}Nn75_DoR`WT12Lrl`SNamdh-_S`t*@NOY{E
zt<I7P%;E?Vd%%pxa71P@I)R_Je3_`FG}N6_z*3@@rt!E3kjPrKy@u*nEURqoZG|_q
zQS_TV6BG^vgs!c_^_5Fd1SxH)@Zu?hxGH4<X;0<pUs_9x!#w-dE*D>UZm*;crxaBH
z93V`Dp)z_<o|L2r2?GM$9Cz=(ZSZ8D{oCX84{4pZf%=>Sw27bV-jZqo%Gy-ghP=+>
zm2xoqxSYnOxf<7SJfVY<F(A+GOyj7603t9vK_h}d0Bk&ikB^ZebNT~0;F0!;AV+-8
zKE_~Y%t+!gK;8*EPIHZb?Z0gHCy81dw{SXA!<A{g-n0>TQ+DBTLInXle78iVGItO=
zjGq4h1J2?`34tff1dwAHfPY*74|&E&;UAJSv5esDG4er>KHKpb9a2w?;&B<q{q~Ry
zPW&!zGXUjV<!Wh4>E!{=yQ|@)tI*D|Fn54N8Nl%yYyt8&jCg`(NZ&Z@KS4W4+s=L=
zBe@wl&PqlPiQj$mwlGN_6EIK5%#cAFK$DCNaR{$F4`3R6FT5Qmy0+tCzddVP`C3Ce
zjQ2kuFhu_VQ3MhIF~K`-0T?(K@Ad=@gnYz<#Co<e4rIw52=n*O21E#e0DPQm0Y4C6
zz#abp(ss&~p``^t;h^An=U*aX`SowU-1o%4Srafm{{U>q?ybf~RDcg~fA5$Cd`!td
z0|)|tT*>Y++{m1Pw0RN-9iQ~)=)=_i0IOSXG%p^Vc}IKZZLgCSOHQKZb#1QYrtOsa
zR?&Z`xUpz@rFx3>XZrW+g_iSD&AQMl?q9=fx2vk@6Ku3xYU#9}eqL3jKQj9=?6y&~
z>+T_z(pI!K*i()vC{EjsB?zenYf@4HQh<s9CV&!bXfw6WLZnb1XtgcYF4*|^Ab#Y4
z49xtG94RLtcLGdI5gokw8S%CvPIkx7Z!w&vL=M7Z6FeJ;@sqTO!0tOl&uqtYtH(NA
zjrFB#`$?@VFB2`<?xtjAzN5_3kdeV7J-{MoBtgc1eaOMdnIHuzC{mKzR6<LO3+PHo
z0JyJhD{!SCl_((!S5H?;RA3#~mKW_Wra6_%-Ak?PU)p^cr?t+Kz3SaF^z^lV+AS|>
zztCJS_9IPP<5X2Y#jRBJcJRextx~)79^30fN?M0@{{R!eQ67-}OnRJ8GyN6v4yV({
zCx6`k07+PC^aWOm<=-wCuhw>oo64_xijze0rncdw^!**m-&JL|x`r=TOO?*D*I9e2
ztfgJi7Rz?Yb1x=(UQse{t(Td7)y}0&h8SB)Wi7DaBstzb98#Mp1OVEqDN+GGsU=h(
zfwPey(&C$lp`o>Ny$95%;mzsyRr+!KF}b<uv(!$n<!>Rm_v=$t>&qXft6wv9h@!D-
z+jg$y?ulyOsHtl#w|hlh$@)QZuC8lNQB}T+)0X;6BVXDJjb-;p+kQ+vd-@XQ@8RLj
z>JCG5qUoh?dbYnoSb2j_chN6jDzv42p8a&x7J7GVw;e%c)7KlNBX<oobEZ{d?G!{m
zPVFPq^!2p0RPB2$q&eT9e-Lj)`kT~OuP?+Nhfeyh^n+8b>isry>f@;SU83)LhSzt}
z&9`Z^TQt2DhLc(9+t#7f_Im{zy1vf3y;91o)ORjsUhg)+V7ckfonC13f0{h))T!2d
z-PhWynHsgbWi6RHk67MoFPD$uR8CaAM?h{B?!8c|N>$a=t%lUHhP~y4fRYCtFS4>&
zqd2xRF)=jAQ}b@C8kIzx!dUshgo#%$xwp{L-IYwAbY9v)J@S+it&*76aG;?817v{O
zwt*ocmD)%o1yowMur%MteV~A2yy7r0NsPo}^nwo?moK$$x6t~}PHJ9TYU|E|*EY+w
z8@gXv>D^A|h`wp7vZ@<ymgj5MZC6@f(yy@Mhr4}h?Q0ZNtEe?K%+ac(oib<19p~;p
zZ`<=7<Q#ez_+$Et^u6ha)cprDePD8W?av-fQ)w&B6S@}9r8I`Nt4^?L=VHC-3-QxB
z=TT{0H*sdobh8D#ircb1wyGAdrLAncNcVQ1b!<t@y4<4YmfI^@WZT#)nISdqQXC-!
zxl#a80Mw+L#)<_<1niBZ+}G8}*3~vQ%=4sd--z#^Z&)6WZk(#-hpZiWr+JsE{ZdhC
ztyO5&wytPh`MIbsH99d`Zl3(TX{)bv%~f1(-@|oQkGWfJR5u+>XS!N0^x~fUYc2Km
z`cE^lf^uO007;Bye=*;_WN$ss^{wj%Tzb&;9j>{r%pGgY{Y9YfJjm7hlb700TIx47
z1%E2^9<9_XydGcZrmJgf?Ye%$VWU%4`#qA_>sExSjjGy)T)0%%RaA4|;xAzQG;LaM
z)AdK7I^JMAsq1u|ZFfDWb$uT*7@%tC@~CMoRhBoogJ`2}qTf?jM{}*BtJBrh*2k@v
zYicSSHxyP;+jzV>YJOH<2$RJn*6jS_Z<n6K<jQdAF6bAVW%5>|E|jvS<(pL$m!3kY
zu$2HaP)dr_f&x=bkX7p{v;>P@rm8m-O*6c7UW1fe<h63<)z5Wu^O!XJo48+}us6)g
zJ3Z2qN7mf!m6Vj1OG7%H6pz~3t)+gtiiV{x`^luMx!ak2mAP=GW~1usk)MZup{g%b
zzKH8NFY3bAt!)Owr1|;Hldf)hM)zuRk4aV7bpmv=7n@S7mU?zI%1zS2UW>H_9d)>y
zP0LSIT~zJjp40R2kHrhryMKrCe}=m0`EK{8BvsrhR`Z%#;5mfr6};7>=T$WWnwgzI
z-3X(z^BR@w-MLLzTd#4em1U~!TXeIxZ=s;!Z%aOi{ZsnXuh;gUOWdir^H$@_T{lmv
zb;Sj@QfS)+Rkp`hQu8!xr)O7cO+39pU0qW|^K>>XKAWxbwdNv{+VYZ~HaMKVB{wZJ
z?Dj0rXC>v{#AVR)PPFu_)P&MoVoGLs%?1+0!W5+|xJ#P>#UyvC+6WZ|0Hh@a(n3fS
zAf-drDNe~GiUD#w1%!9U@sIU2$-h)SxcQRxgO~bamiAsvRo}S-V7cf9ZOz#=?TeS1
z{{UM%Y34;^_CRQyyK087szTX%+0|^bTP##>)R)?;q@nV~-d{6V(W%qdx?1-44ZgIP
zob(!sV(NXv3IQu&q86B05_)uJtd}rq-KV9fxlqzpR#2O@zMih8)ce#F?^aYQp0Kcl
zt+ZRI+_`^vmfc0UvsUwMG!&-$70Ta89;Lal$v$ZMmF15wE;s&6@<qp3=9a&pzUlfV
zbZtXcO07lhR$6N>6q=T?m0GD#@~iCDdzG@1qPp2fU0+LCUrfUJsYax*Tsl%vzS}bL
z&CAN6*WL&VT8dEGcAZ^IuR3Uk_SB^<K?wxxfu^FTR80v{J5;8EnScPGt@&_{Hs#|q
z8V8x2z11AY(hurw3#RqHmA-2W0x79(H2RNBT5ohU_uC;u?xx)L@rzwORS2i9eTE$O
z%XI~|{naD1KZy4}eJc8m^%lNndOhSx^ykW&-4CW{YdLD2FQfE*JvO*ycPjl`bD^?m
zTZPL{Gi<1?xgv_z^((Y%cH3{HCeLMPHEE>hkHXi`Cp-TD5iNJCExJckX=_g}`AJ)#
z>iN5M)weZKT`hV)TUXxbow{jf63fQne6><oF4socxv%(JO;D}skzDbnvfcd*{7t_G
zE>e1R<Zav5H>U1#+PSUiZr4GhDQlh8H_K(ynv|NSQtEW+dc>ybqx7bh(-#Xx6>V*)
zPf=7eZPiw*l~rYiw@$wG6SePgGg!_7&uFD2<|my-DwfQe8A_k@M6P{O>t&ggqO1w2
zfDpM-=-VjoN>l+g%r@z5N(rhe6iv3Mn-Y?0NFR&=H#*X%<_=H5%;ao7Gl|4TNR5s-
z=O0hLn)&1Et6r;>{+~H@c;<e-ZpCrbs?#<n?Ns&V$!T_tn~lLMyj(4mt~W^SeIRwT
zKBtNt>q|>*w^WaCeI))2Jcsqs=>^Sq>GRaPHxF6P+U|GeISX>FvQg<9ZIaQftXg`i
zyHZsyo~Ke-ss8|j->9w%xvA%oQF&Uew6>t8>S<_v;^kG-)UV;e>R(?~^7ojl<*z%r
zN2&F{DD@@RO;G90OH7*0DXLwwYMVb!ptWD@cY8fm>rJ69C05#+dyOLjr4`atI@7zf
z<1J78=Ou(Z!Nsuh>t2nBH!#a-btEMZIFNwy<kr7cGYkbKWh(B}N?=e^u%(YtLbXW*
z(@+juLr`c%sv}kOL9Vqwr4L>FqtrTzqf=<Rk1M&uO{Mvk{+S<JsC4bNmiWCl%nAx*
zQ9A7<ZBukeyIS39Yw7AzUHT^KDt?jC_c`mkoP3`3k;#i?*V7NG+n4*MUl_CKy#>kJ
z9;K|&u4?<``%wGWn|13<U0R^K-7gjPnpIlttWvTZt-R6M+OV$gT~lnNt@wTAV;t!9
zHP4mmeK*VfdChy?r{;rNznZ$r-)~h#!mjVCb%i~{RBC&*!Nj#}VzK+J;-=|eS#+tV
zq-4CRim#=j>v2Bf`oQ#$sJ{-ad&sNim*+bg$6MX4$mSIV!r!CV(>ESmYYiuKwz|zf
z(%0$@P^zlyRngXJXf73$wwku9XjbEvnn&r<Q}bW_pr>4ypTiKTW?ya07&SigQvnN=
zb#s6qAsb=U?FB5fm7yR4g_1_tKAG}+hf2-4-g;W4@fN2RsRk6!dc@Kimk&CZk9Jbh
z0)j%-whEh5i9p*Rr;&LxRiVERopsFqT6*X7-C^clr`FmU(fyLscZ)Wa)wKF6_>%4j
zPO7V~s#toFHH`+^qNvhWGpQ}j(cKLT_L{1cuD66e0P_RVu7v0PyHt9-)5z4^uCv+h
zb@Z0nyA5`$x76xZl7?*bmrW~7!}RyNdy9Q_Z_`}R<-4kZ4b`<$)9a>ltz7Eo*EW4b
z>ehAVIkj{8-&fPwt(FAeYVB4VWoqqKb`ei+q<{Dgs?^m_)1WPDsHth%s*1O&>ndJ)
zva+f7d1ul`rCN_vJllJew=I2a<mG76cTHDMe%5w%uFm5Ys+u}yX=)8c*2?WWwJWRw
ziPptR9(AW$A+iFv`GKc4rzFuQF4O3gnJbfKZH5$G+jTAm=PnTPNk|0?UceOzAQ<+C
z7)uf}&*D=KF!bcBUpYG@^v8DBaM41SB7&8zk+QE?rJ}XixD-Tf9;G?^qp!ZH`LWG^
zOH_AWO>+BETw0{j_Ps3g+D4+5$c;T_wB4O<iq5)3+3B?v-rZTK#g?1~Ee}^QO-@O-
zu=04LMrn;p&7FIuG>xXAHyv5bU0G+bP}bgVCARAC+NSKq6IIun#ai6<SY35!sk&V&
z98zi8`ii=zI#9Lo#hk;^h|oO1*IF5y-4>*4Me7|;q}tS0)+(v3*Y>pS>bA_A)df9b
z8?9o7>Y7B?QZZJB>KbC9v{WGug(P#&qt0Ld0J|?ev^Oi9<{;%`x|X?Y+jZip+p1oj
zs$~V|D%)Xq-8i+D=#y6J3s;IKnp-J#FSeG}wD9wC@6JwLJ4<?TN>sZ=wi_-!=-Wde
zp5dQZl%lk4BA3}0<(YC?OAqf5t%l{~0#h>T9C^;>U6I|m@Co#X_EM0wrk&!+P}vG5
zJDsVn{<41zPG{)-3whR5Y**3PQOs>Oqv-WT*HiNGRF~_G_fP)-5v#N??Vg?5rz-4M
z%4cZZOL7vI-b<`L-@Vg*dh@GW`ikbRtLG;&9=5%#^^2BeUR<+V(`&W?V$=4$F>P*=
zg)YDBp_@gPfu$1bt9jPkdDX4QR!?BPP;y(HPI{u&+?GbY<|nIOVCfd<DbA~>Z&2%v
zQGTFy(QLWWBASsmt!;KGpts!Zly6$uyj+d8<X^T*YMNUErS+6mR{FZC3i?`#D(Whi
zsViuz*m9PxlCGK6vr|h|O!`puJxw#sxYNu$gt*esw$_BKC=H$>?8|C;NhWQn24>b8
zmVMyzT6u)`Do=Qi!7bK-C?&E|l&Xn4CZ^#`$~uXBK|)3BN%<C(^yI4sT~ABQDKDWx
zr#}wcPbnyH2S8GknwyFa(fT#@O<U;uo9^>=*`Vya!MT5AZ(3T4*?hX!+8MUFdaAWN
z_2QDM+}r9kjnUicZGozqdWvPzT`Lw)ik8@Yo*24wLsSl7>mFig`=#rb_dQ#E)K_)?
z0A;VW_PVQmCZW5#c&M|nbGDmpO6Zt*ZL|;&${s@umm9=!$H^oqDoN>3A!$-bNeUSR
z5wQe<2r>*o+IySo^VRqJ>wnzE2<0A(<vlkoEZ3V&JvNbd>i+<Ze;57+6;pApskYMH
z-&G@aHkzhx<8iu%{rZPnak`qS_v<uJ`j;f8mpEGVM?=zbsbrGtvkFQk7A6o9S}nHP
z6nn)hZh;5@)Qxu~kc>qSw}++UJj$4#oK(O8mSs|<%C==(Dh~%;am0@43D~NZ;)oy~
zoLnoeS9;o;o!Yvt>2j`lRTY)@3YV*EYU&ncPt?^^t=H-vUw0jGZW2K%@zd^hdNSoF
zI4T!>sHdsYdYNh^>)xLFR#RNHt>;v$ofC{Ly2X31scKpmPf(`N7)?tE=yk5%z)ocT
zU(96rlM*mQU<l04!;DRBOny*u6CeZmXLt#~gN?`}#E~G4&IyiVI1KV<@JvQ)4xCLv
zdRfwfw4bDhQfk}CI-%4p1l)~dQhyGR#3hWZ^s5srTV=OU6cR-MQV61upa7zfQbho)
zb(_&|EV--b3!2aKbCKNszu7f4O}SQ@w{5yc#YF98xz=kLa)zPXokpW*(z<HY<Bc;;
z!^PIvb+_7ehL(?f`3LyFTKRiu=iU3(ZlBh^qBWN@G&Qq8=t}KBqHR}8zL~es(Q8y(
zC|$T(=vR2P>AgW)t0|Xta)O<TTP;<kit0)`mFrQyIPvbGMa3BNzC6J_`l5fB0owu$
zOO!u|MHiq>f70vcIZ39u-sN8|@0K^TKCY<tEKM%`ceFW4dU54b+*@krK-G@5nl}xm
zt@hZft*1)qo47dYeUq^`?`%79+gv#l(^DAJ>279e`E(*qNiQN!Nzjm>%(HT>IHTRm
zqG8ro-6?5N%A?M^TZ7;@A7<y=mXcywXSijTNmGw)yE4()4$LiX>;bg3HkSZULX%67
zeZBk${S5jv)*h0zKdY^GqqJVJ=I*w-^D@(>DLLHjuTfjHHGYiM*L7KST@6KQDz#pf
zzFcZ)s2IIp^p#~T_xLR%lnJi7R;sGwUG+W7RxY}qK<J%M%?%x;Eqdmvz?ysQw$D)J
zud-6r6+cIJw^?;X>YAGAf79=@x0<59KSM&DO>C$aCEMv6xG9wWa2%)fuj-4|4=+7r
z{vke}IfrZHw<q~ytU064ZE?!m7czBqW#>p$u}gjCj-<ESEzeQd?N@3`EuMuH*3aS>
zJEiukOd{P$P_03HWwtKe@#c>;KM^i&{uz2V@gCKGik<3?>!2=awrOru=zCV5<z}>_
zyw_iKA206KYK=|G?Lnhy?v-k_*4wJRy+fpL`kL<5b;i23?@HaK-A8fySF~N3UM+~J
z<>T_b>$sXEixUmby8abCINDs2!vK~<!%j3>8!kGf%OO3}P8B+Ww%7CPFD0~4G)~G2
zf|67CN+@kOqG^z+09=z&4JjW^-n+dFa+C2yu<5@}dY7NA>8Cj{uQV4iHJ>cGYguKz
zTQvBwQtB%^_B-7(Z8u$~@7GN^%nRKsS1Pe$yH!$BSgLLITOA!u^~<Ns$E!UHqd&>s
z^=HfeZ+bqy*tysK>sk+A=?jLL*XaH!bLFwJ->GPCl#l9*aw;hqUZJ?RPfKT_PyQDv
zhL6>D`}+j~-(6Sp<6`wE>id{H#=9p@^UIuf9%*yZ{b<vgj`3{fCHBp$d6##-w{6mP
z%O<GQ>|JfQ3*8mLE!!=spub%lv^uugdabbH6!7kkEk6gZSlrq5b#nA)tsK&vwCC*?
zD=T@@t46!jly2I8u}i+w)4c6H&eKy`nwy=*?S3`%mQ6cFcc@bz$1b-Pt#r2P%7fYD
zdpeu}fhUc2j$L>^qRqcMgt*#J+}jIj2%2$pQXWe((+X*6eJNY21t@i6yjWI>-w$03
zC_T0Zd$d$^*i9)wX=78wSP1$NO>d~b#4qq;xN6JaEqPDNO)<}HeNHai$kDd@IMwwu
zlpdnhrnMHb)GK>Z>8FuHMRe2SO4d=L&v(Axtro=F#U(wWp^Zw<&9ANx!>R8{9<%vv
z=+@KBt6sa*8uH!B#T{_cfAECW$D2Bis?%gkbWGB*RK+C~0_~M=2Og?jS}F}&4>wNx
zC`WL)*Xg&B+=%=+HGSIa>))8yzf_#O<^|i6y1&v5ubwu`*D9*-7R_TpqiS8!`d-UU
zipT8wX3<S`*0i^#ZkJ09{@Y1ywzg>L+o~523Q?`KdT;iPP`yoisMIzGt?$_{Ro5D;
zg~HP9p-nE-<qcJHl`c~oV%TAJ{{U;HG)rNXQ>C)oMLd^fu;-a~6@Lw$LwIWO98+RQ
zVXm-}^N5uaj){qvTwKFa?WTd&kR_&jz@#Mw1p`Ut?FQ1IN|KacY;oHJBv_N3Ng|Y~
z20p9*026L`Yd%QQ{vV%*U#eXdqjWt7B=6j~)>^Nc9J#$;wH}<++_HJ9?K7&LV@_JE
z6?(dhQr+BcuA;V{n%`XQ-t?-PhrRj>o2;wT??^w1m*H{glb_n>(=Vq>?wRG!rRqI1
zU9a^wJ2``>`Gn;a4>caTQR!u9dOc;$3$Cfwx7KT^tY+s)Zq;>`R_Rq)RCM4pbT86X
zd=zR9X!8qMYMWlO*LurS>-|e+a^7g~I_FT{bydvMTI$Vh9l6_;-oC2jZOv3E#iEV6
z*4t>l`D8TX%Te@O@htpL?mvjNFCs1V9FWtTl(+IPMAGQHWxq{oMl}^J>Yck?ww1?S
zQ<^tU*4r)gHMDiE>8lMjWA@!YY`Roiif(n@?dqq6n)x@Af9Bam%edfnUTqkzBPlS{
zvkXk_A?9Yi24NEu6DwMZ*q3cH9mJw)vWhB--JDWoNK<NgUD{W)hDlnIN{A}@B`E|N
zEURXuk}I+(I2WGYpmj!^^#{(HT??pa@7f}Rn!4_nNIzO%yNbO(NvbYwS}qH{JyrZ-
z<5OKm+ZB~HwKeW3>W7?hmT4I+QZakV9WAT9Uh@}9a-P-cLdniPVC(PWBTrIksw1WE
zcjk1xn(cnRE`s#0XgIrFn%#7%taRPbw6jdMR_EnQ3h2o{ZNQ1nWae;xVUL*O*^1A`
zW1BXQPTrHbJIX#?X^u{F3(^Z#_cS*<tnOO%P5V>aDeUf9YM<1acTj1uXh?a-(|toV
zPT%d1)mz!MUaa@4eRWH;`;1%U<Fm<OfrR#AL+2&8=<CI0CnkG5{JV|ItGS+i>>1ff
znS!~Lwx`g_gNstjiYnQTO^(&$t@?|^-*#LQp)EFsu@-hoAA$|fCG-S@`iapA6iqTc
zN#}Q@KTjN)=3VEL-009+>(j?J^w;oOtxKcoH64A*>8D)3TIe+em71FKRje&ks;{zK
zEt-a%9?d(bwcahxCDzup(zlxBSK!^MJy%-wm3O3_V*T>p%k4X<b$+_ke8#(4?cBGr
zTJ+VXw!KW<xq(M(wppzgmOZwbU9D7?JEEAo(p;+O>{c|^U6bzz;SuYr({HMNY;%j2
zzPYrnfYkn}eOT1<5&I86wJ$6=e?el=lug(jxLdTU?r+pvD=BLf<wfS>rEa#*qpq|u
zW3=h_Zj{ut_R9KR8|0dK;py+3-lqQm13q2zE0y(JwddBL*R>aZb?TH`o};X}U$i}{
znwqan00BY%zNI%SuAI`BO1dirpGZ_cai_c7Mya$@Elt~vJ-(9N(oulpcvSn$%XW{o
zGV_>Jyu9?>t}%%-i{SIJ6)n$A$vZzF_8?`Y7L|8wJ2<Ju)den!DRIa<+E%8el-t-g
z3%2P9ZfaIh**Drz*gm^*&!SwcjZ)Zb(A6a|@r6*s)Nj8@RLj)WG|sxkMLkPvW%eIs
zWv7{WmlBs5b*B=x+-+z}iCR>Z1gJ+8cFYL^PwXRbBlqlgJa%8!52gKi=-<>&Grc==
zA^TNUsO8S4x>+jgEO#W{ZPiTER#Y`dP~FX{YFc`VhiMSQ)vYj&sv4Ibx7H$>;Y(LX
zPu7FmJ4ubRH~<mbxHAK8J!z*<^G!O^g4=ZnakZ!Dt+jxptvULtNdz6lQ0p96p}5HF
zQ<bwc-=25SS^!Uf%5xq8f!NPs@dN(=9vpV3(L2be^*PHY98f}i-CWpF2P=O;>XsW!
zi65QCp$8BN1w;<0>bL8RftUc~neKaMzu!D=T));8+5=hXtz~UWO<tY4(%f5ZV3a=F
zD<4rzyrlbeH0pMl&=fkFbxBZC7ErDmw3vIiw`Vc@DT;Uao(YO!%#uJ#T%C}5SryO#
zw*fX3p|Gg0A%)DMOBBOr98cioXXNHw0_3J%VW*W#=0Z-iAo$1B5^8=y+~5e#$H5tl
zW;|eVT`!3ML>$N?KXcy)COaIN9B`j6`L(0Dk7A;}X^Y(r!K#KDTlDQb*Va(HKrU0(
zQioLSJIy#s6ouf&QWUfhc;uF=(5Qui2@oeZ`)pvq+;<yKADa`HWZaAH%Far?Eil5=
z+swS$+Htj{fKs$50+J4d4dS(rso0ugWwboQsCB0RQXE2(w5cipg#{##Mf0z=(X|SQ
z+@GHlh@9p@#QvrRDu;o_2{DNv_ecY{jr-1iCtXEQ#&;XYj^|_8K#YQXiQ@L1@LX&N
z{L4U&<Prhu6OGQt$j@zpnj;{6{@*{kHvof_Up}6t$S@L+I$+5%RXy@a0%LG62;wfQ
z^2A_AV?D<EcA0}FbH@|&+WO^-l)TxwQ&oye>JD9N2k0sVLTQ|8;GH#aRSMa7yvow>
zsVx>mE((RX5{h8Al-duK{Gj|n^_G#Mx9RR;SsK<hY8qrwGj*bQbb5`Jnh8q_sdA-t
z6t^`t*i(Pr3O5#%HPrtAU%2YK-(~(zJ4f358haMNn__WzWYbd4$f?vZFz|7X`@EN1
z%0n&`P$agcp=6LyRDDs`abDBmm@M?Po+76i6HKYpOav*$&_jW}hZ2CN5*1p7r78lH
zP#MRwr|l<Ujkb>PBuLCi1~wdcvG|GWrth52uxP4fb+e-Ep7mi$not)@;clgED7HGs
zvqH@Zf=QGq=R$#0w#U2vfiw-v@g21DmgmST&YQM5$h{Dqb*^YRiB)#6)S4$+u6ml)
zW;RPErf#<BRxQ<LnaZ<owGz_O^~s0Zb(X$Zxyi2Ud6mr#X{~FT6zja-YRxSm=^~EV
zMx@*AG>Tdf+8uhD*-K2tMOU=it13|KTgdmHbe~!I4eVAcDcdRRM;XJPkzNHN;u~sd
zJ=3Y4o;|_{Y@MQ!Dd|Kin<u<&Nh%5kI#+M|Nr%l~?Z{!%jZG?QVU<jG3foF$+a2;k
zlm!Bo=X5}=M#_SKB9X>q&OpiB9im{zfBbqzK5@oM&}QvxBAC_za-xbt!&M(t1xsC2
z{=@CM%ij1UzhUOwX~M5<*4C1sdAHMdrM`dqzUDHyN9nhgcfM@%AvO!9s{YAo`kOU1
z$y$EQ^%ECMlWV<Pt#pnxMCHPd-DwpIsOfmPmXzCXEgWU8v`)3<9>3LmyVo{a?IFxg
zTWZVJk=5FEy-fcA71FxDN!@B~H`^V=Q@Z<1T`YHs3afQ}Fm-CBt)+UM!X0JAr|X{i
zg*drx`L#Tj(zh8)hz}*Dl91s=N|2QrgeZWLpg=Y;;^2@$6sR_>#X$z+I&a=8BiDb#
zPuHI;E42oK<tO3OtvT7s&rW(Pm0DX$>Rl;Oe7<R$2B78}Rc~r-Z+@b)xpb+!+}XQo
z+l_5Yw;f#T*A|sb-KNV+X3}&PJ2ekec`56&n0i9?)ju=tH!W?X*2t$)5Y4eSnl}sb
zD^XhGEInAJ+Huab)m0U~P=z|<jukpM%h4yM>MvM+tGO@fvhB>vXD6-v+tqJaZd}j3
z+F8HbbY&Gimg{@1y;fQ(bq1BExdbt5aimi}scfve^UW7-6zJ+-8xP_Q=@@zt^^MOD
zNnh@vVCOgcjbE&GU-w7TcEe-0Y7gU@J5K8FW}?OXXHg3c{=#(-(|WGM{C4ncdZN>K
zwF`}B(tFNy{7<sIkH!#tIf`NO^V2JkT+e?oE)|J)1>nl(6N&~Bq|BGpHk5~w>Xdei
zWdz43hhtc#6!IRCoqdvp1(wp{%L_WC#tMsTNyw#1BV52S>2)Wrzf9_+X0^?6a;B&u
z3pV9w{Z{2;E);vE3vruD?c||n*imk|#FsLKDVTJ2Bh^>q_}8n7oe53O8+NC-x671j
zHgx@7lF(Xa!AzxUg;>#fs<;(vmDJU$plPd8+6_~+PQntSPfmrr>IO&f#N-#Eoo)Cb
zekEM+=XQkUb^id=XDllDt3}B@MW|_XWy6^kC#-y)(b|_yFGo|?YRU~$O-8+0s4Bj$
zzxzG(7PL28b<@>4rt3+0uv)%cnrX-0ZI)2u&pfoW(`}(^TGpjPP=?TzIJGFiN>GI<
zSO67Z`IZs#DcEOR$0UloOl9TfT9%ni&MPPwe6?AI)P%{&FrtP+lC=6x(!pNvN$oQq
zC>Yek(sLcg6X{Z&=cBxtClu=?_K=6R6!gQP1<_WP8wuJ7%VefLpt)Dh4I|C{Ge@hm
zbJdkLdb-zWU0q!}l$CUql;M@sQ@+B&(5ISBLrPg?_nPZcn-3Qf;!&^jpHOPeA$R1y
zzU9ZeMXYpRIrM$r&2mjGUBOfjHj45t4%1Ou@AYk=nx<(9e%WNW+-bs#^c0m9VV0GJ
z^!dwrPDk=TO<6CCV&7XsZe8zG)>PF7si^Na1ggHZH5E@Grjm<niV*t31Jv{l^eMK(
zEw$<A;8W_y(+@U35F^TJ>s>yv)fcTFtMs;jqt%v6Yx;WWccrVdUv7G~!B<-C#@|@o
zzfbA=wGAD<>rZaE+zsFAZS=}j0-R5Pc1}Ra{GmCE_E!tUah}e0a~XUo?UlZRhPbEY
z8(hoGqi1Gel_;c?3babrkd&=S^sds*hdUzVwl4b;*q$MVB>Fl^5T#6|Ej;2`X~kyR
zz}g#MOVvpvq#s+ksmo8p_nI8Q(w3fJdcC^q-&{Py<@MIX>EqN>TAKHwwI3&S1*1e+
zZp<$GW47vQg<7eu7glXrs_$dhT2kc3kWKpPt1>imm$&Lw@nQIla?4b5bJkZm`E#u~
z==Z5jQ>N}ZdY<Rbhw9CHn#HP(Az`bst#=h&uPdy6&!?ZX*lU!k#R^-6vaa6BRK*)l
zJ>Q?kcb7MfMfkM(nYHN6H*DpN4wS0p{k`|}(@a^d!KHHJO_uL8G`325b}6n``WMqv
zaAk_Rw`(h&t+-b`Lj84Bn%U<i^V6P~p>B$u8qMo%#<QuKL3mZUP1n>mkmIe<QUy@H
zzMQPI)AbHEf);w?^L~N$7qQr!z8xovCTaJjX7H(F=yPb5Kw;Ormr{vGl2BQfX&-`A
zt04?MGNsHEq0_KFLdCmLgh<bN49vwQ0@PN98hPa)1pOz{(o|BTLa}1Bqw#hKRCN-5
zbNgWVB+g^LH#pml-1-*uuAf@IsJUC|t$fI|@|j%9yFF`fTV3r5zth`Xr=)tYvrA$(
zy*O_dYUb(OrnFj<dAF+Jb6qtNs;5iE_PXt;G)3o6)KxJ0scP2EWkoVupnK}7RNE^k
z`iEJkOQ>NkDq)qpr_vIxrn*wHJs|uu{bKr1^pf{HmFl0<Bc7tyt@O>d*UI-%M`fz5
z<*oGFHFcj--0kbsS9&TtTJ;SD`pxwf^fubN>lNB+#d5XWEfrRVS5?mA&Ek?6Y~rP*
zCXDf9rco$qqTqSbmeTWSno=d*?h1?QLyHJ;wv+`)NIUsCsaegJ7=5Q(Bod@9peBHj
zKpQ|DvZyDWI+yDs(|Y|PdXeT|r-!xmgPHI0-m=F?=DX5@h-tk<-TO<~bzL20opcww
z`#!>L_u4jU8hX7o)OF3(&|E2K>nR_nM_Bs_2e<X#J5DnP9yrQguC86KRds~aBAIm+
zinr2K);(Hn)GyZ5Ry9D|?~<i7%Icg^Jt+4aamUn;apjYWkO0_6{enhupOX`?IpbDc
z4<UvTFzA?=Lro#)f)dbq)S)5ALrs#FgNv$zXeB7F!bu6NYn;gz1k?=37N93x#M0w*
zN<?CR&J(c4AP&PPwkLi7L}1A#1V->+k0U*@2#7Fazn-DL4jy~@XY{A(uhtH~)I6%X
za>vyzExxlrS@dqJyI=L4k*ltpUaYpGT2Q&BC^Y4=s-n!>ihhR6s&xfzqP@4RH_Cfe
z+McG3u7F4zPjF#fr($~;jr*PVj3s9!r<yNHKHS4eb>>Tr9i)e4+*3~?v=?o}DJmKf
zQDah2QcVaT&>kcZ2+w#wcrh^(0OS#XOy~E40ox~ho&tZS&`AS0J`4<gv%K->C*hgT
z?@0ce{Yy8@Pg?we{{VbvCO@#(+d6bYG<KHP)mGhP?bA=)^ya6e(wf^<=^Z0>G=|Mx
zWw=x73hL{6?6>QZO{TJ;RO(}=oZQr!OIdSYncBZV=~`_Ip|w{q^`@lJdLo6T)6wYN
zCw<g+E1sLuw2V1lba9$(KW3|<v@p`{mlqpmjVM)hVu#c_f+k&D>++^e^fJ>7x{2i$
z{T=nXrxLas0cGCtt$?MKASR1V4aIE+$Tb9#K>!+zugH_XNaN`SOrFvAGBY!g2fU1A
zaOB|bNz4fw97ZNVleg{+Qv@F%_&vUM?lS`-4lqez_%Q_dleme45s&Ifkq3Bwt{M$K
zI_DVEI}RCc8@YQqM7p-z$dYCR#(Uu;XSduy;3Ns0ZTzA!J^n#}BfbedMr7~Y{Nr=u
z{{R^~4S<Ov4E*PB5xB>R@DGqOM-H>TdV96s$xOd)?+r8pno=e^PUm?beD5*`=sJgP
z6z?0HW@Mi+Fef<4B$1GKQU*rwe*On(F+IHEIC=j7L}qia+~c_$<|G^m3f_d*q2-@i
zGJAs)07f<&0W;YAVEjP@ff)Y)P>@N;%x-?(U?6f#L`+9uMk53Wm>`U+ILP5in3K0~
zBhP<7)BsLSQ1a_e8bh7&F#=A&Y&Rrt@<#o**tGtfuhbPNW|bwnWGD)n*Aon|k(1I!
z9eN4qWh#|OQ-uwcIGg=3q$_XkwDZAKwxp~3+NA&%`cPp_QiXK|tf&+hW7=;d^{FAF
z%J<v-vqsxmp`m4;srI@ks8CNz5(x&XsHBy9eNv*OD7{qaPzs-M*6%ULaW$rU$1B{L
zz}wmIwN9r@z2+-a)L66~p&_P|?kOcKG8B_naHvdvcUJ_2f<blC18ks#wvM9PYv9Y>
z`r&@5`kLpuf=YuF>6Ecdg^);XvpH4@oKY%VC#aZ67IzDsb=IkMb@c|J^^~L)PeW+x
zkcN;U2yH4+fPer|QG%kPY&PG0_aif$&&EuDuZFq%h4kb;8d?;~FTTLga<>jOiB5Zy
z;tWjq@BxwE?T!h_lQ_?jziE(n9wdl60UTidxtRnJ10x&8W=v#kT!0QoXa-<?zIK9h
zJAphr`SPc@c~%{Je`m57i0oq%pPk2o24YU;0VW@Ob$Ia*V|~mLOy}fx5y>J)%nWac
z?Z0U|M*9#d2@oI>0FC}OJ;{Nvz@6prznwDUzcJ+t_2Hd0&ntW4Q@#lUIgy>lPv7Gh
z{Mg}0Amj`jVDG$bpWG7=ci|JU9(Du?@<<s5277nMbPhA~xtTq%GCX9D+GUk3@!jF!
z#)cLkaHd*hd3f&1Dhy^uao7w@W_(AOkG~O^>}PHBlh^=9ZQxGvo)qp*=k&yO$tGZK
zBXPr$C$>&N24iWS=YGN@?syCHIeR=fbRkXsWnLs?4R>V{?Gd*B0AfDp9suu+xRY);
z%FydBIMUKbLfcV8i9ecpRESbY5<e_pk@6`5W5fZR;xZ&bJ>;E+KE>{EPX0WN{DG4P
zzH$Hui<V-d)z2ZbaCqsctu=u2;xC}$ezUme8&xK>)YM4{YVT6&Nd$_twOCaKdP?e$
z>#0hzAr2t)zy%~GGHce9wdr&C-k7u899RKW6ybLIqChfNRFu>{NhNAN(wYRBN@XLB
z2oOF#aC7&}kt9y!5OOoX4%^3>?-?2HNjU~{g8=XxtHjqkRBAG=mEC#>P-rRP(dD@N
zcjW&7x%I@v-ZcB6ushdL1$qAf*viLnJ9_{X=0K1mMpD;?{{Vt&dp*U+0V$`c_bv5A
zfq>mHH4hR>k_Wn$Q`Dl8p%8Q#CSp7H8S#UH2r={f0_S--9rhcMw|$A(QJu~>8`SXN
zcWxHX*hESi)Yl=dR|MoWrO&c9y1f~yD3jLhrlI78C<91Ytx~cFP->OOo=74(O4~_^
zDgcE>vg2+vwKnT+HsS~iLeQiwD)6L`k~?As;6#|>_KNd$w)Fi4#;%nCU0%~wE+K^&
zFjUY{W#8r}^Pyms69DbAHOw3GkhX3qw_aFqj<zlo3=~E>f>TfIAgHEcP9fC(V}b|(
zDs>!mx2v5gVelp|AUO3)`y)x5#Et&|d>M}f5s~1}ei*<T$?#9<ziqpmi7_%apW~V`
zxocI!O1(s-AO$^Xu370^NhqQwj*+lV0O@c9k_?n4L1WRi?kD(ms&a)z1ePxJMncR0
zmDUfVr9kS+iVLABGE9YaGvQ&U0lOhkDM73TTe8b94jO41FOJyA?fL<+8vth$8-u_P
zX^;kTApNoi@j1YczZ<)}zrK_u`*Q8qigyVKe&1fnY$tG5Y8On2Bc(((w*;v<R1?Ot
zU1+;oN&5SBWhwy)>v@M#%9IF>hx&b$$sm43ssSLV5@eqXa23pJPBy)`Ly^>Y3tPlg
zkJ%Xc8;;w|M``%M8~BiBa04Xo-+cUJoJXJ7f!Z=eVD|VK{=N3!0~<^K0JxHO#2E*_
zi0(kda04p?krx*=7Rx>0<zF`KYB*_6eR)HeB4C~NI~hsFa0HRG!2`z*PiPwq_ZZwn
z6W?L}075@l0waGN{O2MLJN70cGD*pi`$jwwjpJ`N$01v4HT8Ts41vor7v1ITiO3j?
zPUZ<15<!@c20nXWoc?b(kUYj<6Xs@fyo~W2gWQZ~811${t}_EL2`8`uao=sHY!ey%
zLC!c^S_<1=^-jJU>wL3`*1SBqeeoeD0(bua#!La+&)i3BlNc~yZQ~dMBOW4lA~HT;
z@UyTn+xPpN@4nCoCQeD2GGNX-&ft*~Fn{dwuDRQda~t)o_1%>rUml0oT{%RtIGla*
z0NyhP!R_(FCNqc=^W(865%>Osg**1o?H>Y6_&?B04dX-U!Fjlvy0AZm+qzw<E(k-;
zfz;hRk`hn|_aE@mLJSuYq6V7Vbq(_H;A&_&7;F1@cpj;&ZJKV8jT@)m)fXnm@fy~>
zt8F^OEFtMr4S+{bRYZI5kUE>DLM91PPZHJDzgtyNSyJMisHkyoI^pi6oSA|;NAjQo
zI#L2a0tXvLwA6~fT-2I%O}2}ziZlb#hcXiFNl47RQwaY6n9@=Fsw$m0Nu2zj>k~e5
zJj}qHa2#^APGXf58k%n3#0tP>d_CWP4B?!R4kjaPV;PcTxgIm$huCK(XFCWdX&(o8
znVf()i9bI89Ke$&1NJ^50UR)Q-v%~GkT;ko?g{b3bu%1I{*Q+-r8o$%%x7qU<F-Uk
z>m&~U0L#E+1Gi%%b3Sk}zi8NQ4-xwljlSO`euuCbA9vgt10UDNXzVcn4*T(UWoi?i
zeys(Dx@I&P0}j31I`>OrPkzF8+#eml?0&}(Y%#dU>SGu(NsMFf1QH`ZALyUjHXsw<
zVJCn@5=n`T@?;pD&zUA?JNH(HE!qm`a^7lvl*-etzBcv<kio$K$m+=h%t<FZ_}Iui
zFmPbRNcbQRIKb?26P@IsbB_iF*#<E_Cj+#AM(2e-BMAe%WMeoWZG!`RgPs82ep`j@
zo}_L$(46y&5}mR@z>qhe0REAWBe>yWa&RzmLa{O8VCQM<B<~r?>BoJ6{{TUbz-Rn;
zc)^1PcR0boGl<83CwSsefHWCcUf>hsYaRQAB2t|WA6Hh1?E_=r%n|YCBOli%fPb4X
zV?Wm*4%mUPf(H9>88hT&XLEzUX^zGsBO8$7GC@9Yc8qot5ud+d0Bx1@CrSZdXPBjH
zc(CLNAQ&HDJA)s&#?$wn9t_4~z6kHRj6~03F$A6CBRRqE6B+Lj69fEkP66AujN>^5
z2?sgvFd{R>u%>yB5$ba_%ERu5U357_iI_PcX9sY8H<^MaA_?)s?GQ#MZ}h~R0lxc0
z$Pp9Z=WqmL2R?HnJLfZkjz2+?V42=NPSN5wJ8^BTsX{faHc9cw1IEzn$2gcdp7I9c
z;|3#aoyh~f{6D@<b24{0-XP%b-?rRGv`%Dg1oi~{efJ;Jg*g%g>|}j`+sxu|=MXpw
zo>@~$P#<p+P3cVG*F3)XnE4U}$C%#{`p;<-8Nvs_jrRGNKdc_nBxgBW!N}eOk+g0<
z?~mvc5jm3^?U~+V8N>q^ImZD}ZEBlv^+&eixmMN65nZQVVZ^$_t~Ba0hZ=EBxRV>D
zNrI4P5JbrlCpiIpx-BY8^&+q>)i{5Mu}^YPUs!QVN~_wbTWV60ONwlyxRtn-l_AFx
ztVkmr#FGbM_BkN!Jz4Rb0!ZJ;@&5oiaA&uY0f8n)I0H)7hTzhIwXG{m>+#B<)*X9#
zJmV~i`bQmcbylinhf@dW-Fk^ltOO(}k=Id9lPOY^gGjWMEkpnSNO5Fwwt!X2jp+$|
ztu)ol0uT~Zk8IoBN*3r+ih3PWEhr&BQnZDy6OvB<0ON=s9f$4SHW8V?g9c|KAJ_Z@
ziS3>Pm;!)t{90dALrVR^9{9|E4ySc>A5C<jbqu5}wLZ5fT&M*^1UB7D65qKps4qfN
zK~lt&f$KfZl7gx?9!tGm(&-e{b53-xqw+mQx`vdJzvNI^4g!@oDJeW+BzeSRwjxFh
zlL7<+G4sUG;+s-jLX?H1f|VsoN|K;rQl!BO2Vw|_%;SL@#f>O66{U_q3sNO7Uavv$
z{gBoal@zHeN|0elQb<xtU??ab%^-plGC@fhJR8Q_e^DlJpV)WY7(8Bo6|Vu%s+B$-
z=`NzIH&&IYD^rP4O;R36QE_Wjqyki;N%L7Z8g;nZs;zWSr6~5?_6zhYauT7|MKhw9
zJ0vTtQxK&j1t5$V4S*KX`OuW^;&@t=p^MjDa*S*Nm?X~956M4oGdTN$!6Ianl5^e!
zLHO^O&T+<3qhoX^RDTttQBWycNTj%-DCi}B-8l8MsY-N02fjVF)CpUwL@uf=RMjsw
z)dk*-<+zpfrlGpJCpyxW&$N)X9A#^DZWfqJRSR)$Hs@1qq_n4K1P$a;fbO>ZvNX$<
zKu&*O9eCv(g5`B6rP6fo1$7&RZFORY{M9z;p@Ig|D8hsoleja-7js&*6*{Ns(n$Uv
zZltDg5@5RFcC-*S64g^ckO=&uV17~0I)05-+a0EXNK0;0Tj^VUDW0FG45ZZ%6o9EO
zmlQg>W2j0*l=0RrYf|-AtG>MYN>(lo(||&Rvq%$3OtFC>%4S+|CI~55AgB<dbO7+-
zs&w6b!@{B)wEFE%JT&4j9jVga_^fHq{P5a8^q)_`!KJ_PSks-q@PlZ_kNhXo{15OS
zZVohK_8+r<=I#OfOND>Pu^m~|$NvBhZ9^OX035q~oY&NBCjvW0NW@PVDa_*;z}o<f
z89(!cMD3HFGkTq0_;YFj6Bo;|Bgg&}Dl;AA9@&g$BZ@6p?v9|krUfGiDGPeJ<|rCS
zQWWY;)wt5s7KHx*ckQKR)kAG1$5w{buAGM<?vKeX(olAb9>`Z3#e9FmpNwAOVgSxC
zAot(rGyb8%F^`SJOlC4nlQEssl4k;QN}{yVsRFj<s*;CRiiRyrhmsmh6gb6YLYt>>
zDqxhfvXu^=k`>gHE_V8Gkws^vSx9vYsko`y*IY{FC||M`)gwv+rC*ho6qSL}=tQAb
zI9l_km%g6L#x06!nv$=lVxj*4Yyz;$D|6dQk4j4V0qF`Oq!ZI53@dIjYqGmd)@~Iv
zbP8$KP~|(Xd$ox}q;)uoT7Pv!HYBYpQWTD!g(W2B)$6Uop+4H`-AjJTY0E6b3@Mb!
zOKM`BEwrQpNh6@iAoUV>#}not;P=2L50m;H#Nd!Z7vL|>*5$`Y&ZyXFR*sQdc2jSw
z+?6KZNl?iH+b97p)*(kJP%1#`g(Xl3RDX@W(%V%HJsr3<)3oVTJv(Z7Z8%h7q4(0_
z-E}F17e_*j0|0<{!VD3a?ccwH+62dJV<f;&=I|yY;x;?PXY+mMIN=Hn_2+%sSbH^!
z&s0A8!<7#@`pQB=-gQo|p+Cxwrxalz5&}W#PGCXBDLLN)PTp_?Pl6BiCmcpk$8iEq
z{kPjVAjaE}2MS<`#&IG@CVYK?B#G}E${e({1vq=U(j_KG$vOBN#^h`djATTU5^>n)
zF*u9^J?3O=B%RL&e@KCu!~va#Cv&kRZH@!Kp2By|#F>q@I}BvVgg1OgE!OLVGGLsH
zoxgDeoc7uZbK3`lav;q2>F>AbAZ9m=&cY;}{O>ax9ms*$Vs?yfKxZG*JBgS$j~&2~
z1PS5shc2@CM2dugIr1_mB*u50@C3(>0z@3dU>$)yumITRK6k*Hb2Hq7u-uY!+?d<3
zkG~9@&-teUWAyu-z9R%c{LZ@T&KtDy;kul+Zy7^7z$PPp;C4PH3<x`ndEf?en1E&h
z$d4xnzn?HTi6(P0JV5?$Gnphn@C<jso%{FBF|=Yw=p($G4jlTdKW2OB(EH(!xq&m2
z01!vW8Og?DGmtk;J+7}>f2EYVn(6_)6<Jb}i3k4xCEZCbGujdY+7Ts^V~r?pf(*m}
zGx~$`xxptHo+G@O5rK?}Bz}Z}8Sq9V5yQvJao^74ltKct`^TPH9ovpk*;*Y}q_u+r
zg5cW?Jme?nZb851B$=kEFoh}-2=>;~-}t~d<5tu>tN<>jPd-cnO}?#QlK^6#sDMbp
z=|kdY1>rDwQ*%2F^Elc^kAi0z?g=}khhE=og$);#UqqNmrK(X`N(oekY6(+}?g&XM
zZvcB_3@g`{)*~7epH%pHdFP$28m(O=T?^}_t*3gLp|cBV<S7dgv4sE%Ob`^AN`_KM
zn6<_TzySC=VB;`E$S34)$7E@)`b%8X3VODgHGMz%DO3>Eb4nwmnn%)7rvNK3Sz3uX
zS^?un)Euv>rz@zjKlN=1QKG0)TdF`EO6h6fQq$!i1f(o9;V?fo4+x=J5l)Afun6K}
zWSxK!oaT1efd{<!@qiPs><QZ@Kr_009OTSmPZg@EYG~eFJ!Lzz?>0zNPPSWGV3d$j
zpa=wm1V}jPCOEe+M2PPZGc$|~$dkS#gWfoG*IVN%i(iGWyI;R5*3kal&hr5Ih$cxs
zLGBFg!oedMAYw2^H~hGqcQNM~B*xh=cP3A0lZo0%+D2f2PwOHwM&oRQ<nCbYA2PfN
z_~n)9L(hGU;#BkHu327`@$ff*82Rl3aX2ISumk};&)#@>nLX7z0R+g{Za&J}x0sVY
zM)-mN#C^ArO!vr)aHb=3xttFpAc71Iz(AARJWHI7d2$=;P4~SGfy^#$4S8EIH`kr&
zKr{fuoxD!x_8ubwMtZU%bHIQ3;et<aH=VZL55_oBCQQ#_Q=CVf0tPeYW`8dTcb|_t
z!HEJv9pL65{Bddk9$wH5hVEP~7b<6<-Q!Ar&KHSD$jBcXk&<_SM`5udH;Ca0ow9IK
zAa^E76Fq^<;!Y+JJ<d;XBPK+5*v?GABnc55DFpXDlh_WzV;jK6#&^i#T7ux^dQ|=|
zjZM9qq6$+(mFauZmEvrCw?mN<PQ*wfw4CNn`<TEdw+8tKxWNN`;F5ks&*}yb7gTgL
zweE&!XzD7R?uuqs@`gz2U$&FdlLVD25)ulOU=zmcOUt{lYwE7`bT&Ffq!q5U_SEPE
z5)VUaO8}4w>2j&H3<8k~>Abz%xbx^<k_KcCf4`qX`Ug}_GvsG^@sMETM1I+=Pft@)
z>R6?xdZp!MEmOAR?x@Iu5QM2}l0c9ru>h-$^V;S8m;PD$?M+sn{I<aQN&vB$Qst#7
zGx?NI^;!?*K}36pi+YY=TpDQ8Sm<rqew2avXzAN>pp1!I&LB3WWd8toDbVLql)kW{
z3RL^`sjvqAe;n(GB+`jIYeD0Blg~S5Vl;XN^0xk_=H(rdh-FXQ>KkofM*iALpx~aG
zg;SoCsa^uI38v-ckONg&Td69LW7?%c>FCP9{H8+MK}^XYRz9AP0Yb7DpjKQfZVvmk
z)pZqanU&N$x0E(8pK(g)0u%XB2}(c-NB|BjiN<p=h=@OONIMw^V~*3r2QAbd+X{;f
z`EKPFhf_go3vSmw9a1?V{$f=y+NpHyuHRy%J1Lf1eeyz2O3C)yr|LOUz1nw`)S><2
z{{S+VrCcu8E26#2g>_9?3MD@Kt6EVLKHGgkw#HBVkVa&{>QFe@JM1t#^$(nx&cu2B
zktZ9@49T1kB*u0-?=yiMFKT=FT!BjGp{7-_vVzp0-Ko>Ynpo1A)EJb=1b2)Rw`05$
z2NAyuVm8d@<9)lF?dN!t#Cylz$=*SLAmcML+{~Q0Bko}5c>Z3)d;|L69stuUwB_pg
z&>Z+s?~BUg-;k|uUopt%2Ife}fFK>>en;t(GH?b1+kK~Ff&T!a#z)`JkT_ES4bDCy
zF*!ZXI}b5AQ<Jg5&(G>Nfw9Mf7~x!od0wLV4tm$iI>Rpt3fDZoz4f-Wi5y7z#xgMy
zPT+Qvm;{aR!Nx}2w(wF0I~dzAA|&wxp5wWZnUC8r2_!%`oyQ9~G28UqgC`PC=Fa)Y
z4i>QjwEqBRz9&FDE+OTmIaFK6PYq&I135BhzS!^b1jla%4*-tof_LmZ3{QC@#P%Y1
zUAqC>G1&d$M2wU9r@4?!9{BUNPGFG$m@~J;e=idCuN&?kM#npn2Krw-#IEe>E6&^q
z+##IANb!ggXL!zbF|nEXQ|5b|5DW>47?ZK@jl1x+m^<$S8*QK0%y~QTrg!b~Fbwt^
z!I*;vBgYhIcZ0&eNA_pBkw%ryp88h1jcI6{kOX!Ew3*C<;BGVD9(Y20ljTQa9kUUi
z*SL)F7zQ>ogTC@VOi7UtK#A~q?~{QO8;Hz*E>B@3fJAUNKXItKckayTks^>cIgc&H
zC$3_~kZw*q$(%=>hTZ@(;C5v~A`aco0Kxvd&OB^08I8QoG33vQ{c%1s!6qUAkJd>U
zKd*7vi4i<as%Mn}7r7R>r;eAQ$Y!s@hGbH=-@|z3<evs0L7Zc8CL?dx9pi#?IsN<Z
zB*%TbU`O6KBl?c#0KuKJk}w3uByjLH-@u)*zhSly#7@At-sEL#9h;rm5xm}-m~qOy
zH_&Ovef$JUd_kD<4C4X>Y$7Hn^9eZNZYDc`0o+WS43Y8hOy*)Bj^O>aJ^uj2jBhjB
zgmDA_2#_}&rbo&6#tz&y*DwLK2hlXK&Z8m6jV1lmHn5<m;aX{EmVR(Q?~R1W&wty3
zXSRN1cI~(NU}89rcpd!D-hSIeK#{!10oo^d13xkdJN}pxj^Z)hrT69Zck#VEZZ89K
zyLXyS<B{r@5}w4JqsGQgd*d)8KWt>Jx0|J*e(k!s>QxaPDIrZcBp>e>aVuqW36Qqc
zfN}wjF>^7Wzi+U{{{U>_Nhbt=oczW_V13R!j1JSeo+#dP&Z8nKnx7CZIo6ed8P{9W
zcpE$p>kd3^yA4BSx&$|<Y;6aL1$SFGMIBb;6}wCuEL1Ecf=N{VKmrW(hOH?}a7lAb
zUTJP*!TJiWn|*pg3jCop3T?MfP>!MPBO(b%3RaOh{{Rf{iP~cr^XFrME-5MtNhnfC
zQdE@?pg{x>L_rxK%!N;Qg==i`%;jC0Q-yP}t*cm+Hl>KAt6F7T?l}W+261^?Z>_gH
zY3r$7rF0Sb9YT@Rm>EKc<ZxtuWGO--PT<-M<j-<R`^-;c*zPf&+-%fZzU@rPsjAl1
z+KG5oCDjV7KtKvd<Z!4w+$BXQhYC_agp`h+FQZ3Z07&}1H(a#hNUODbfj(9L02paK
zK){yJfT$f`=FQi?mf=7}j{S1D%o|cOsp0|BnbXAb6ufD2FgDv5{US3M%wkLuK#-&!
z$8EEN+DuIU0OLnsJ7RX4-5+_TLTV{nYVk<mKHW{BMzspsB@Lvy2?z54g(Wb5IRZ^T
z?AoY<PG763?C4rT#VY!$E-FV_Q~7AwO3FHhLY{E}5h}+4rgj3h8WiiglsC(LA_JAp
zz~@m+^~*cu=Ni-j-{U#P1bhkYxg#eBjFlCl<6hIX6x5C?nS}K{P@(P9pboB}R<4lZ
zk`hO@*ITNNlp#t9PZ<Mpv)k0K;a1U9>J=<pF2~(cdQ_9tngoBvXQ?VJso!&@3h7ch
zkX&9aw()bgn60gS<bXO_>h{=75}*>pK@1@E5>?XLW6set_Ho<|iQku(AgDY|D_rPk
zD?wiiid5P%qK3n7={F05mlwY(g)N)gEG05zJ8*b(5Py~!Wo02nT}A=oKiW!~WR~p|
z)V7pF7b%!am8(oCJucV0l{{dnM3fdx?q{lXzR}|c695@Fz}yMM3GE;RJQ8FOAn(}Y
zatucMeT?x%bFDPB=q+2{E_`|AP5J)AVW6<i_12^qs_UzD#klK=an%r3<BL+(vxy~2
zB}9lDl1xV6L_0y9^Ck~Zc<<Xij$??7kUX8q2Ro2PM3EcG7~gIT&umE%yvf|j%zz_1
z#t6*IEda~^0Bve>rFUE%(KD#6?OGqIn&*+_Xn&-W17HN>5^)eDj2)l@uuS4cI~;lc
z00F)yF@pd^?heHG*bhIX0gU9&%bcC(Zst#)jDdm%(HIivr7v8Kg{W^~rT5mAi|wbw
zI%m5eGlwV4<~K5Tz>g;&jixq{!zTykGG`e%*mlSmh?w&koyPlo#LnNLCkLc?JT2r#
zcE{z3oZ<vvgFVRj;5YKE`CfvS@fRZXg?uT*X+xG)t@mk|iAgg(@qyLwJNNC9XT;?L
zyb?BnoSx&kfFNM!#Ev2kWPYR(Cj^2dkuw5&#@ldpNRW5j5d`NM`N2Kn3=j!ORFE%A
zW#L-qT)gzs7xA|(DmdhL@ev{Mm^%TU#z%~RG7OIy05P=YBVi<F4m_AMj9^auB7Xk>
zJ*H$%J_JdVlO6a($eaTk2qI*Ywqy;5f!;w7-1Db~SGSF+?T0;SuKRVAN^&p<=_9fI
ze|gMKI7Vcc@xEk0gRwpi09NoZ97N!558rPakPd!lC%E7Tc$t~nLClf+gEJ#NqBx@0
z&zQ?Eu9_WeNQWPR)`Z&McDjg^#EpT218l(?{2Y<F;GfnEedEEwBLqZ%FbVC%XSY!?
z0yq6U;(zVlKuOv+C%l>4AOn+*<0m`uEB9q=uVJ0KHLEXWG~K$I>H8t$_6A^XK_|RH
zGBb(ZBW~JyS@qTG!_i3QKl|6Y$$RB7=G~Irr}h5;@S8r9y?-3H*}sb$B|}G4*e~C~
zFLptGy?+GMx_DakC7bxIc(&bXeyQ%hrA`Th=ko*PnI|xDu$kD%96g9KOb^;~i1~tW
zH#rf;jKsXO<13e%VVRkCHao^98bj?bVM$tc+jS~J_Ev<gJ3`7xQg%oX1dD|bbRf{_
zS`kd@MMnKHf@g4Xyy7RYjf|6woOS~%;&L!z3~&COxImCj+jsCJ=5Z1*d%*`d;r`%b
zZrJhMgE$gA<2-BMKyno4L4O-@xUT5Eb>j|3H~5e@f=D}<z&VNiXM#x1!|Zn%2Pb$v
zhs=&6+!78W1HXWLfwauYClfpqv`=Fr=f8OKkr+Mm#yxoJ7~kDpXl=+1Pqc1{1GMM;
z0!(=QjAnO(B;(2K4`Uyw_}(Bv2OL11!PrLUw~Y4K?J`VBBZ7X%bH8r{91KoGVoB=m
zw_S6JDW3~_E=?<56}S;8P7Vp|NQ~sbFmfP4k(t1g!~VadnDMmyz&<|QXSBYO)q3Xh
zO{X+gnAAGMP*#PSOBR;0+_eSfsV$IPG}gOKHC=1{0RD2z3+WI^$UIfnS}$30>r~$K
zH!$>;rqG(#O;;}2sdRp_uw691sIXj`N)+V<?@!+8Xl~Z3=EB=kl$F$sK7gbtO{6GH
z+ibWR+emX~Z@bzB&45Bm!hV*{(Fv_KLWmW;Ax(JZZF^e7T2`8#cJ!z4#`R6;*V8pu
zsI%(pkvC3rFPU7fV@mRd<7&}bD_6VA{cM*m#aF7wwPvBy)z%wZ>aMmwS#;A0yxrSX
zp@lbPt$C_ojmud6DHJ!a!xpdb-lXJ>f!3GIDotR=IED7`#bqLGy5+4~OH)l~aVe?4
z-j!~nV@DhAqkXTb({)ZdyA=h}irlJCAEbyI{{W&+I|2`3Fh8sZJCF6`0VGHt8N|r#
z3gRBXaOsJ~PfQ{Ao-=YY&82fM23VTI+f#DRveFimqKQ(Ah`Vnn?Kp)-VZ{NmC<PRn
zfGSd=2?pL;fvw_MoMRt<v`hg#LPQb@ciuZ==~veO0I6R^b^7w@>BpFLJiWMcD#t^n
z^?h9(6%9>Yb*kL`WknJxs;U}trq@+U^>tIMTy1YsSJODZcAllD5S1pKC!!Bj6`q){
z9<y5Ib#nbO*sHD9yN@-Qy=l73OE+t-qfU~ewz+Dy-YYdL4jo3eEVZ>&mRf6Vs^eE{
zp}SX5Ro?83+<0aFO><(OmlQnTdzU)P{mQOYRg^TG$7@eqpV3CTg0`C5S3vfqWrf;l
zE1IvYrK1!zRV-AwQBc!OGPSHE?wwv4h&1%G%aWX9zw|fQacn->nrx-hD(hsaK9Ga3
z=W?;$CW%(ffs97bqNt!~6bJ-Z+MwsNU2Ht7A5$KZskFDJ&+>0QTI<Is^iAtrdV|z@
zp2c>zS0hL}t+dXL*A<#)mG)A*E%llTtJQra9+%ae+tGCBaW{r6m1xykdhDa6sh^|y
z(dA#RFH~HU<QFr2F>=3}_st{8PI1-hI=*D+yK-3iO;9y%jb}k>N?MnlY1*1fJKmY5
zqPJa{wmCwpt2X;{7dLAuDO#sbee_0%{5Q3y;g@>Vsz)&@KN0#G8p{eAw%2QVZ3k(!
z&}yS*wAbC(ZN~J$w$}1~-0eL=Y3eGgD)kf27wv9ag>o6T^-=g>XkSUbk^MjVsjlbl
znb-F&Zl_Kr{mR5r)6(Abqxz>yyQytu4AR`{D=G=6VbxSqTqu|UhZ9iML(J1H+McO~
zBMg?C#Tmqs^N-^lr<hc`c#axUh0IGZ!DG>Vd6YXW!W#xsdCx}g6_OCNf~{q36riJI
z1T-tMtL&)U5k!!xo2S;G&q{U!@F(YYrCvu`JylftnbthV(dS!PG-Vc(b4BR8eg4^a
zwQ0(2V7+ByzFsd{UsBs?7j!y{P8wT#{{X{mwJgw9y{c+mX^SAI?5{IDAad(Ueg#c>
zp&p<)<#uB4%sN`iZdlwogK}?{4A9(puT{%-Z0_jQxm8hJbxRE^Q&L<m3wrQ0okJRC
zvYFqfI+e{U@S6NcJqG$j^oQz#i<!E8yN{|(VRh6N{#xmKzMQXe!K<`F^ks>gEgCgY
zp{&xnV!gdky;SYin^4^}?KOQJ9-OD5s!d&Oby7O->u1(Sq&;K!Z*mioe1ztIGu`LS
z&aTs6&(2*k{<){+wJj}Ix2kHBa~Fzhev!Oft#_+_pQE-e!tKfHd1|_jrK)5$pwAgO
zEr>nZWxXpYip#d|XfRVVGPZ-#lM<MGo59_LdO8fWvc|$aFTa>d-cW2QwUxG<!AN9P
zNKx+GqCqKAN|c&yR)I>jc0jUuMdv@i6z@-VuSwpTv=5?P2dq6ida>nYqf6U4jnCd&
zQd_xn=BHJkMq2dFtW72BP1M<S8MEtqwIlkQ_y_RnD@CrNqVaDuj#BCi+OGZ_Rr5Pr
zT`xCHL3zEsdb-~371xWkUCj;DJ8-$&YMrdFtf+MfY2SLPsrO%bO)UX#IHeIiB|LvS
z<Y1n!-x$Wk$TN-m#~)QbtNlItP1l}*{{RYJOY%pN*4|t5+nc)Ql3F{NeCxIHi%nUt
z+P2ZmD=pf^b-3#eZ6=zAhWl2|zcvf@p|)yGMMrhelni|)qoC44uAa?P*~yUX$(3cc
zo^$6Jsh;v>*9)$+otI|ZD|Jaziea);8e|ZJ1s#$JqO|r_@LAeOC`w382-><)M1=k^
zs3en+&N_4Waeg=2lkoWE4z}f<p7ia@9dW4je=ut`<v%j-?%dhCS)Q)a`fEz2&09}v
zRW;J>r|pc`DsD71OkZvF3{>B5ZMO2$SfX?KznU70o>#kvHMLE{_?6q3HI-W4xx^{q
zMs6ChNW9!CDJh<Qq*JD``hxSJE~!o|g}CdB1fNzkhxsd<p3`)<%8qXOzpK>RY1%3!
z=q+2K?6wYHUo{@2s%qlxO@gOOYVAj=bh2nzrlDcmJw*n;a=PmB?vGqtve47hrLLyv
z-$VYay$(`xA71mPlhi93bD3IcjWwnjywK`<cA~r5bu+h3A*3so?Y(KOrnpnk+AX&_
zYRhULxKmYBwACBl)pybSt@7}$&f`*2c)w?zd2>HIqvu7GJ`*s+%%g$1wpe(FLL}Um
zEWVJ_L8qo$O41hU3H7g%$)w6pPfN_DfaCH7QhQ1bxVKq(B+Ca?L=`+1R+Cb88c{R}
zB05gx5Q%}>J_mE3)?*@kgz@WNscmb{KV6)k(fr)yPo&rRXUmUGntM^&wRbhN?xVC;
zHFS2(r)VqnHD%4(eLJM<>D)!Kp50ihbt>=5qjtI0s%|xcsSYv0Ucb4ks=3Y21nXU8
z$Qqwc7ldir4Lsg~cvPjcY_`8uaJJmkDy%wiy<Gi0<S|`YM{1;?t2E5I%{4tw)uWDX
z^sDRFm)wK&P3n`=E}_vn!uPEC+iK<&yGZJ5T}2bxYS7-f&{n+)X)jcD_v$BT8MlLd
zy^7m4s=BJCvFch%wkjD~AGZAQAf{THo{)bK?j)AWsxPgDG+%O61=(i%w^?=eRO^Fe
zAa`X-DN2?F<JPB9GczfMVsiL$9K>3At(FYeeu;Kw${C$dc3I}wm?&sfE+{yGa+C|l
zkq-)oU3K@|b@!cdZoKQOQ;xdpiYsx~Tv<|<>eiyAt!h$=lu5}m-nKdS>5Kj2^c;+@
z<dg6ElcCi5hUCXP8`IiZg;LmSZ;aioR&;7+ZmsIt)`Cma?$K3HriRuVbWobMuXi?)
z(=x(TG1?>)!~ved3Gg6|gcFlN`)iFY#@%U6xPk)E;(8Q={{W4o!ji0iDFEag_v6@}
zQ(fQ*Y=@dtE89X>M69Hekg!5mRE?D<))(0|xaH;~TbS-P)U=s*+nH~=acxy?0+gkD
z1v_n>v$TSCS5OoPw05h~FRd<XdPnB1e>C(k)0&G=UbKaFhPgG&Dm%UY*;it&tFYH0
zmyNplV!R>BI=wSwRSVSjc0Qe|F-W$ZqjAb}#+s{9S8E+nsWpAq>63KTSKGd$xe7Ma
z%_43W%Z)|OwKT0Q$5z!pzf$M0+MaN<*h)*QAgJ()=(<iMXC3Buo$xX?Cn9+C{{Yd~
z;m6MZ092YX<F4&@Z7rsBU5`;Srml4wj=rMbs3_f1T3uyZ7P`7hdP=4(bk$Us0L@L#
z+?$(fG&I%J@AbUSn&s!QAk?I%doU2U9z?QfvX!_K-n^QS5>yfj$uu;mxghDf{uzXq
zaT&tQqMbu5J2tRFmWIg;GH42v5~ZjjiKqsKz*5tm-0bwpu01h&cjb>Nxi0>Q=Ql4|
zWOHYjbsASh+n25?MU`}QuBTSmDwC=8D>e6}{{R)Gr_}b!M=Z3#ss^fV3T<_-@Pq!E
zdEUn&sl7`*psLyAjb-Up3O#h~*H5<1UClRIixQDdV^!R0SLl;@q^h+Wt5#K7lW?V|
zr25pp%Z;Ov{cHMJr}Tf$3O-iSb2`n<ifa8CW!4R9OGTx-3h2$&zV&W)$9J=}eblJ8
z-6>aQ`t-7k%~7bd-7PihMLDeccKFpErn%ow$eOQBRQmR=pOQ7Vl;7(#Gd8U{+ZA^t
z-I%^1br-~0#-@IaH=0UYs%=i**J@41nx3#whuLju+f2|+%{7ZQ<5LVu`ZG<*CRr#<
z+YPqc9sbEvYh<M-zFR6QQixIs$`W9i87Hten|@Yma811CAgQ%2a#Jq2?9ZcZ1iFX9
zlsz2}q%@R*g@Ix?9rpuhCn85;GrVuUapSAF2aQ?xN~Kvdlb+c=1RNX!21EglJB`l|
zM*QI9cO-c?&#i3kkp9H;%GqPPXzF`4?y}*iDe3hUhNDy3o4(MwYNe#1eftV&E>5D7
z<8ebNxYANO;%l3@Qc-l(a<0JV6EhemCOm!2os99L=+8>1B4MSp;*#5&3k53f+)7r1
zL!y#F8B(#oW^P__1=(ki`$=)ew%b<Hd&ZVf;&z3JO43qvsH9mrfTCc5CN=_l$s#)w
zm>zS-Hhvr5hULrGCpbB)>X%sRyDpF9ho)|3>8mB#dZ$g?Z`MtE=9#ss;jc7pwL-;n
zwlRFNQPyeOx>xR8E@^vIS<z~-RMoyKt-M!j)0&G{T<EmUj?=fzSE=tW8ap<f(>803
z{{H}Ytx^=W=&e?3MLk{0<5u8Gl-)HYGtVoe!(=3mJp9uBul;NKMbrG`^zCNVI=7RS
zE@@ZR+&R6=OU9a|wOp@N*ZK-oqORn-wXMBLZF%czXbmMzvbx@yn{PuaHCF2S#%lhK
z{{XZ02|tNU_NI3Wm|{|WsSH02W#`m3kt;nsm$4@pK|`BsLlP)tkb)3qTT0Z}eJdVE
z^0hjaq_CM44^iot=G;gX{{X|X8e}en6z#5I!jhr_iz*_evmU;Bu)On6)i#pmXFUG^
z3JzFvYmwfJ`9sS6d#C+O=_fBbdr9c}`k?)0rsf@GMuIgiR$nw_Ll!EXR8_1Ss;r=|
zdhe@ithx^CbiUBD^H%lZ?NvojY^b{2sx6d?Lg_8f*Ht}3PP8S|Axu%Y@~PNUXm#Wv
zO}3JhxZp{Js2^ATEH(JAGw6GsRDPE2TH@*Gmr)~LRC<DP%VE&>{WNJTdVbYeudSDr
zYHAwoS8ZmGNLwgwH_BZGig)f-3(Z9}bGHWWRTK&HBbAmNGpf0r%dIc1Z^_cyH&Sc8
zBVg5<oyxj81ZmANc+?jAefIjg+mal&(WcL8sjIJ5ReBdkPAQAENmV)=3i}%Zmqs3p
zMpQi^FvN@DwhXhYn#7XQ8rx9C++9|w;^A<h3ZCSkRFXjOM+sR<sGw90K^rJ0zlp+>
z70}i(dMjCKj$LalC(IoUd#%$t*Fx%R4ztnvj@sfIxoQ1TrS7zsy+3=mxU{&2t8G_m
zDoXlAsR~LTr)-oE2tBLjU*aL_N1L4Hru7f4y+Lbwo_12`^=JxiV_4m{X$$opjaB~p
zsXwz;p`>m0J9UP}F1n8B@9>KS6{grw@>^XQDN#F*;yuV8NM4?K<8IQviv32r>Q9t6
zT`0xndaknRr!QAK4fWfl#kX|jecMc0>^9qjl(w{5)~cqgHpIP9x|a~j5~E2;=jL|A
zPB$cdxBRDRjLy(_<k%7zqcZr3lS<37>Pt$TlMT%_!_@B>S|4mY(pFMC#+5{<r6hwy
zn858Il+=sgWk95nN*fvyGY0g&v6jAHFB+2VUw*&bYVQ}jtLv+}-L4NRs^fI7bPuSw
zT&o-<`rDObi8TP~Ko!3g_X?%GTXL*%>e}butbON~>vo#6ei${Mh1D}J*tHFJ;%RW!
zb#$y;E%%;iU#My97j1n}XR$q5rmZfgmsYzCK8~!mA#4jJ_gK5CO*_>07hSs2>B>JJ
z+-3IE>uxmi9AK2bg*LRUg(bwaw7iv~TPb&?wIxA4E+`=WVh0|QeimPdLw|<9sU`FI
ze4w-QgX;8^%SOLwxLt*Y>1wv!>S&(2R_VLRwcS64U8|`mm1s3frg?^`D{2=}NpNij
zhNBEtS?8r%RH~+fvQrGsGcPALB!uB$C<!Ttc2t!~x)u0VlnPa{nhJp#Hc%Hul!UL<
zD^g1K0*D1cB8ntiBU{HMdY=3uIlt)-nZA&DWzF4pq*rzIS5cyyb?ZoW(MQWibv5GE
zYP#ArC1$dEz~Q~vS6^7Fg#Q2zV%p)MEq!up9!(JL53Y~$c{S&v{{TyRr_|jCsqH1s
zx*Zu!V0!taw0|o#I~7ff?y`4F3YuHZt5E9J5oV)cQ`S`9Z#Mfa3wIS(S*jIGidJrw
zx(BAeNZz9V02}>d>QkK>gPv*S4u|C>+f!?rCF_fAR-({aCX-yS-F4rW+Ivt?jSr>t
zE|#&_ELP-N?10c%Xe=}}l}fhTQq|7kcI5BE-_@t6zGHf4^%wYY@+Z^nPpK|s^QP;m
zb$$C=T(w0i>n$2zSgS;G%IB>euhthkJ!Oj3qlHy9*_xY~s<Wc=cVtu@J$KYKPThKp
z)*+8FiE`F6B=qJC{Fm;UP)bY7OPOiefa(@!X6VxiYD_J)dODV+C~YXELN$ULB!Yvo
z;QR{eN!m>Xc2o4Ka;*mJt@D58H-IvBn20AZHyGZ0jy+lYE@;0Ci-qT&bl-`JwUcy6
z(bjkQ9(0}KURupgqAhBgJySw|v2<<Fe;z|Mx@!BS>vhJVv1s;d>@VA{wD;C83bw1c
zzNUZ4%k@plE0-yBS0^<Mm!F)~*7|Disx_}K?C#ra7hYdlEo|ACX7hVB*C#0`tk+B3
zW!}YVxti*`MaJo6thdnJs%qO|6}|@Z8<!f>l$y@}0L#u|SZg%Su+sMmn^pG7S`eqG
zE;LWONn1<rGN-93O)X<J6pp_}^Yo^so%A(Ou-Q@UXr98mO(gWT9gDizbpb`(I$+A;
zEFrm#p79A<JLXX0*;9LKXeHK)!WBgYMu|e&P%A~jpbJe#LZIkP4M@)8DD=DV*!(rD
ze~3<<^%Zig^#`XpBY5PVl%&;kv=@6L7tyL&t5ro?l)}+Vc(Yt+t-nuexisb0+||)m
z`txe1X2o+AZX%O*_0{-df4sZW{{SaFNmBZlUpW5&-Ir8f`E6{|c1<@=V*bcj^zA)I
z)i-**+x7mox87-=ZLvXJYO%UB^_I4-+{L>80IY47dP}L-y-j-2^l{A3L!O;E6UiS=
zw@y}iiscHdiPt>&7R@1I)ZEP$>ur^r%ley8=(gxD8lhKvt*XO#w7II?xzt(R(U$bH
z^pDe9YTt#!@Z;8Ao;fe*v)2cx{Z*wk2cw@+9M0u6t6N*_^}4>lQ&DMaki6fGx!pHu
zt<$%gv+CuRk=6B<B~jmO28OzYyCc=Mb6H6JPZVbHG|sg-J&8SrO23G@#HIlJgqzRK
zrdnCV_cGIsthu#1TNAAX6u1a7#XBl0jHr#05`eV?f~NwMHfmFKCd1VSWacte=@`#i
z--S+<^wsE#)9<R+eM0i<n^nB`zv$a#Pb@U*UZ%ZhX7yf!)jFuv3YxJ=db_b^xM;hk
zp1xe)vT0x8cY2x&Iw<Z??ZsFIKMNm1JlXWyZ0C<B{{Rsk5u>@4rMYQrzH@KW$27Fn
zeYaBA^G@Mpp{i>^a+0>5;d83FS#ElP7ds7t`*ULRRvvnet5eeH#t~M{HV5%VU!bAt
z4uOxu!Tm#5$z!8!wKsaJ_19S58yczV>zP%m*<G&d>-AIi+XbuWE!1nhy!~@5bkm!K
zeL5L&zDM;}>3h%zEWHSNXy>1&?@@Y-n_i^3q~4Wpo&2?S{{W?K7CupG3%-q})!Ktj
zw_>+gteT$2G^NI|%^3Y|ps&?w)fWm@?$+0=ET#GijW8x=WbkE8;uyO#n1t)9WoHML
zY1Y_XT}+lLz(eh@mRUh<69v}XE|jjNTS+>|d2JPj_I6T{v^L6;O@`7dLUxTR03c;+
zQ>LD^KM4M8`WtVNZ*vcuT$k6V=T*1(yGNFq#)|uE(#+FcpSM@rZ@P+wcREzpw@!*`
zhAx)63%;7E>$x{ecdT~G`!ybudYAtICbW8H^wWR!F{=H3a$c^=-iN$u{S%~F(OQAa
zmcF}C>6@;mw&-m?eYf7ORFB>+skBttDeq2N7_y?~kmbktT{4zf^b6A0;AQCg>B!Da
zdY<(;>-SFR&QEh=mfCw*+pKNtO&y_X?A+AU%`>R!ZIs%ZP+pA<RsN4eS80UYG}yAY
ztmrijMZ(inO22M_*7}R;gYiYtT1(LOu>31|YoqCTrJ=MAy=6KR)JCM$O>0YzptW0h
zhSxJIwQDYa45Ipa{Z*=KH4SC5qSapNZ5l%O)|L9I$`n;J_Xvrp{7Py<PXxqYom`F~
z-1dTC;fa!$T$<(-g{_57_lfUhd%o#x%c;j7ONwwf6p<R{Wob%^z)sR?*sjsq09b%6
zv@QwD!aNDl9KUZxwftb*t{QEwf{}3g$C|v>1%xcKM$-k7(p?EiUqfi>7*kFosHfZ7
zE_`|qwf-0`RN8LU)&Bs9eZQE*p;x;8V<{Cn9BLMbrGAF4<j#PrqE4HA1=p?g2K>7A
z-f4>V(95nd;jO~uU3925HT5pO@sat|0#FQoR**VS+B32Q3=$0I(~rcP(+{DqOwD?K
zp!9X>ozGM^ooS;k*Uoa>Xf-~H)Vg0rUl5%=U#D&MI*l)8vR&v`bhlrtDQ*@`Q$W??
z%Uh=(74ElmxLowckLSBj*`CdIf$S#^#qjS)TazwKu%_gjakYsicHL%rWU%LTF6tH%
z5T{yGu55;twwTI87{xH+w`8ZL7+0&c-M-^>s(~J$T2iarq@_Zcq>D$P{N(h{a^$b!
z{psu1tJ=`(?IF%uYZE$>!KF0Px_Nnczc*h{%{A8VQ-51VnSn&A2~!_aQ*c7PhC^@D
zr1djOYkNkdrqVYH9c4Y)-B_!F?Dl#GMP=>BEUz#4ixqadKd7vtb*grnuR@<>H0=dT
zRSd1dnx@$AucZ5LJvq<#4D;hjj&kx_N^&Qa4|7uGQ_71?r}(Eod6lTCF7_^AS}hfq
z>)q;_&7&=q?b)@f`d*69rS&GE)lb^%nWlI$%BgKXElFC@{HiG`5K2iB0)oI-Nz5rI
zR1t*)k_kvWc#A(Ey_m<2Ho%*E44uRAd8t%6BBj2^qbVs|vR{^&LINF16czpq`D~zs
z6^8=CJKU$remx{w?^4Y3N=;NBY&7j__^vZVk&vp}QMN|4KKI%=@#%ll_Oa0X=k-m?
z26^+y+g*Lqk5h83ib^|@b$wOaO5bf(6``8dGj3bfYrTC1<xE`aDe3B2p!QsOzsiR`
zeLZjUQ<8k`^;OP3X!>yFvbjCT{a>hPtNC-wBX73a#*DJHVYE>{X+^%w{Y|cwKgDUT
zHIYR6+i`V@c}LxK$j#oItJD^UY<D|_eO<A_T@;U2)j3SvK<QFy5Xzn{hY+N;prHyq
z2^i@Sw{yGj>GeO!?nP*iRh4|C<`4VXIg#`U(VWq|*qES2Qmc(kB?H%+bp>tFyCXW9
zs@Zg}(#kcptXJ8-h2dVe>f3G3>DXVBX<w6BUq^cwRwFY%GW%@2;1aAYD=e+18kAd(
zpGpW~rAc*VW4tIzM$nEkv>mD)sGdaEqX{nRU8cK|>YW6jtxH)|5QSAv5nkyl*x3b2
z08^}7uIA@Fc~-qh=OuZY&3;_Dc(L4Rb$a<<to448UDHieTk9=XYHdWlCv&$N+Y`3C
zwZhqPX69X>a)ResMN)-R*1pr8jQZC6D<1TB=*!YatH*sqX>MbmRTLJA(aNd~D$S2m
z^5qw+PN=<8s`FaTw$zHPZH6@JZ5Il9`#zhzS~Y5QCX>Bc?bmH5T+L4q{uq9~ss8{D
zPg0Nb`n!=jFVtP8=ga%wF7JG{*A<q#UAm^#e$*OL`&DtaUaopOTz><<(j6+*J+|vb
zWnD`ttg2?C>n$}m8%4{i-2Ueq-0|lB05v(ANn!rM*twU?O+(BYep}nM74uMO%_C8M
zs(JS8wracU?$^}Y?39kC&t-PI+^nOrQ_@>Q>t>xZ+m?()c%nO$B2G!L+tU*%M6;^I
z_K>#Bn$l@8EM?SC@?TEaaDE68>j>dZO*m6CTM#K;9>H2h_vstfhpB%;T+*!PSEWv8
zR&t}6b^1o_p(`~NEr&|#mTL5!^5JK?T`ad9JFV<mmrC8}s%{nwMRFUv*(=jUUu~ee
zQ6`$}K|@_l>p$VE_%Ui<#mhqTZ`7`@^|Q)uM(SmAXPOjO?LV$G+c({Bt8X^#6K&?L
z@0g0TQtI6kM?s@6H;qYMZ?C-3wEZoiI)7N)S)!>H18INf>89Lyz|%-^*B2>EZJ|qA
z)Iq`$k<_dWfZ9n0c+T9kwbs#VX6bNk6v=+1Q=*khnxGWhi}#&vC-NuqbpB;^1+4*L
z9Y~$b-X8ntdF(mX@cHG2QuZR57ABo6G@??=o$k)kDz$6{D2B?EP>@t(0;GbFq5)B$
z1kjwa*T#|AA6-6|>HQaavFAUgIxc3|dCft}oBgWUZRUoUr?t`9wVkf{rR-X=+jgh7
zS+!2JptV$+efpZ3=VnHzyi{4PboG|1_u8+ds;6VAbBQ^LgYZO%oZ|x#9$*-VJ-3se
zpWGh;1QLGu;g}Qiv`*q<Kj#v2+=ITvjnfHr3^Lo!_wOO5(DUWAv){OsBslkUgR<Xv
zuvOip?4xL;R14=zir*_+T4zITHxt7#EC}EF4g8MToWLeNVD~f7$12$7M>{Q-JDUi8
z$Do@|s;q6!g*N@lmE?;JI@04$Bl6t3E<Vze6)jsIV5GEa7ROAsocRRDeD=?LkOX&_
z#~#Ff8M=KG`a78Vu_>2sx}Mvo0aT=cW40pZLRZibw74}RJxE)MQwn7(PeN)|IP=ey
zylw0YupOY9mT<Q>FvD1D3r#}OtU>nWURo7ep>4}J`-o6AN{|Xp&=J}@8Hb|~?H(G-
zsoQC{7c}BXs3KXi@&bjzlD9)>Qgup=Y)FmY@eSt-`ZJgIj$PO;N~FE(SDaPJ6v1u0
z-j!vinXEypVDz@#!l_jBh+%5$c?{f;l(s3I5A}EOn)PR6^hfL4k)EUVCX~MGizbGy
z)J$A7wwGNyT8`+QN2Tu?eT3Q^tZ}+TRMJ*lX{((TC#A|dYNi^BmsnDG)7RFfUH<^o
zR-v~0iCY>{(_pgGgrKA()LN;pl_))JB}!T<F6(43+<6LZrg~M@98&Z@Nt#8yUCxUS
z)Sx*@rm5=nMM_kVq%BtR%QQ(nQj-@N$~E*8`GQwHNl&)sm&n&+rDeMbfZ=Ly@V%v%
zZhsM2t8Oe}=t|qF+t_hE#EXoj9=6g-RG>jojjzf^Jg=Ow$>&x093i=hb`lAo^fZ*I
zARVE!^uSQ40;OZ}MLvN2b9%XZp1l3$M?da*c{bY4XKIIQY`R=jGAeBPTG>xeYp_vW
zZVaZSy33snmYUqn(zThVuDm%`{UcPgZZy?DuYQ)jQGOTRf&D)6<J6VL-(vMS>O+}Y
zFG^eW{{Sqg?>a*1srf}-{Vmb^)g8Lgd=9foYrNFlt!Gd)`*n3xRTer&8gP)+B7R+Y
zpL+f+tE*6zlTT|xEsTJFC|d-otbim1eOljbL`sTUM5sUs<MfzRoPa?GVl#{!NXRq3
z(L8-=KiK&UO9#U+Pf4AT!sJA{9F&uIv}WZcTS8crefz$a(ooZ@TWd?MEhoHE(6<t=
zm@s*lB<5Yl9BHTVNwDk2W??18FzmvD%Z)aoTLd7M_Ed!=C1e0LP*ci0*4D?G{MF`v
zH0mt&`xE@k<`%TquURdW)O5DXGn&UzTy-0kt8FE|l7ihwZ@0N|G?Y}-G*py~FvD$A
zQ&X_o8b=G?^wlNLrP)&tpb_shka~d<J;dNGIGm6~epLjOC0W%zq6$Ij20Ql5_mB?K
zd!GHRTn;RLWs#E!{{S`zY-SIP_kcTg$0a2ll@d!~E0;nL+FMmf32Xq08tnp*kwpR(
zY{7#sO*1fNn|V#Uv{kg6&ehetQB@$Mf|4^7v~g`lk*;s8RPR&NBm#O#Q!cGp{Jkm*
zY)&ATgp-&9^I$5iwe&#!O)IS;M^gGqnaLmm@=BVM5&%#*1Og24%k}kC_R2@=YhG=N
zT67h->WqLf9U>)bQlTxOADK#0QYAzVI^nCifnR>=qoEE^TEdK=E-EU-m|a5BVGaIS
z3?P(&hZf-=C!qF&4#6<Cio>t9G~!B_ltRP7R5YrB!CD&!HJ2|!l%;AH?-&&JF^M~}
zTVdH`DIxilr@AS~(Iv7Fw+OgEZq)@!LTF=`Z@kdvR;beU9TTZ}hpu%FjMD<2`!l3(
zdb0ljb<+BG=_wqdr4}m%eZr#EX!>d=U87*z=_$)pt~pNMLry6NMxVaWBWUx1;K=Ss
zFl3R(64TdLQvvK%yvt}fNLrTADjNnB*3y(<W20k|k(2D#sP9YOi8*uletJLk2g$Eg
zblk`FPtC_^Tj$>*7tBsyYFgf2Ca%SIxm4A$p|qZsqt!YFlE-wRp|VvDVCqV$%hQ*t
z3Y!frRV!B)s672xjI_J5a>bWYx#@+n&}D@!w7K0l`j+~e6ln?#uC6QqRzN1Ck=vY?
zS^-f|DINzvENxx@@D~C++tXTOQtM0Q2AI+MdikpLCE0E>YOramO?~$Fadnm*sdc-3
zqSa4RUs&sOtUprXX{p>&7-i>_J+_pj-)n6Pt@&%IuG%Y@x;s^99b;gsa)SG$HLjn#
z>0M7`tzpF>$~(1!`$s`^w$(P`6qhNhDOq(3N|LlCV1vv)lD$pq&qn^Cd2i}hmNZt1
z{dvmD`@PRi(CRaGR-CSW^QUh5TDpT!(^#&SJH>sDy3u^N(cLYS7pp_p3OC%PReLQu
z?_Z-IichBBSvT!1%l`nx`_+}#k~FS*)4AB*(z+LvPwHh=X-Y+D1>J14SF2^}+U*6R
zi8^N0OzpqvHQz8UkGW8$?>7osw%h_tVh&4Uva*kfR;1@yQ*y5@^XYHmDN>eYT9ybP
zw24$H<vdm>uTx}Loe-L#N=-_VuUG&Ic5E)9MGn!W2JJ~8c)AbjMDMis`1sD-fq}u*
z^YOMu2>joF(E0DgCQQ%Vz`zoB?LR+aOcBHJB!eCNV-vU_c#VvRJaVy*y3`(AEl=CQ
z^<oF;FbIro_nqWM{f7WBWRW1Bn7}a^@g_Tn?net_KO2DrV3UK1@0dC7!SkJoB<E?z
zY#A^_Z#Wae0-5DsjXvQL1_aDtN!n+8iQGm83;`xE00zX)24issBtaO+AbAFJ#7}(Z
zaxi}0WbAtg-==tCRkRXujOXnW_S<qnks$%+mR=oRrkNOKJCJh%H<EVyj80_a#11(l
zN@!>9Wt)Z2DT`@7>r4_-{bFDg&dO<pnEvqet;8ShfD22*DWvoehAvme^M_crC}0d0
z*H{P!V1<1)AP|?w^D-{=mbVmP%T<-snvhB=>ssk4r2r6Ery~k~Z*jqjaV@tmbt#lQ
zd_28_UVagj)q1v{PgADXYD+)F14(TOZ7B9F?1aJ!+d&EUf(Z6$_6dhw0Up{N;L4hs
zinpAosd>krboDsvit1X-0V+{|0000Zr6595697<J*0m{XSz6ShrKxIC)TOFPB}yek
zsN~3#6Eb6n&q(pSfzyy6kG|PBCNm`PhI@$?@v-{1#PQ=lAPJBL@+ZiF<debG+rc}?
zI2ee)JCIHc=eH0C2LN~Tj>c!Ua3cT++lF(v-*XYP?EnKi9s7VcJU;HcH26aN?VWjP
zmj3`R2$atM0ByT}f!}EOk-;&MB%i(x=0tCgk`K-VU;++Ke%o(>IRwvCKqN+gHvm-5
zG6WnFkaA!N`|bJ}gTfrL^2&pT>(=^ki4%z==Q;WR0GpiT_QCK*#Qv}*AP^=&{Q-{?
zBLs-yVB_`s@4Otz#?VKIju!s_F&X*aJCnX7h&jyhdiQYa-rZXrcWKX-cfW*z&ckE3
z{kRY|5PU)3f^pyW$6`Q}@Fd5497hO~1~5RJ&s2p^@{lCRBv0G0gT^F(o7+A6cJ4b6
zCSm|)HOor*S6;G<*RxN*j|h-B8=b+QzGEHdCkG-ijsuPR@4N_!*m)AHL_v|i5S*R2
zFfuVYJLYh9k+jV4<|kqV`1@}$+st?EJO*Q-rvu|(E%U&O*WJ+?-#uk9A`I>)BpC<3
z-RI5>4Db_(#z@Y?KPP<o$b;m83`_z$5Fki`K#8A;0z^n4f_RtQiTenjjpKZLNS`kw
zskbfT?!OprxUH*xRpYI>h>*!60&qL_j2M^$?b{+x3TF^L)8veIf@k23<{)s1@G-vF
zm>48}u`)m;=WYpuyzC-Gcbw<v!GZ|EJWy$U*#Y72*L?^yhhFZpHi=I7oMX>Ud*%V|
zcM?Qn1dV~jpVK?cPBGsmFh=o_k}^c+GGG!$<0tuWPGn$-E@KiWu^)4}{{T<M1Rf=C
zy2FO!U3XT#JR*#TUst$9yWpPW$A6Es$-(%UISD&SBY7k4bBv9Q_y#<2PIK5sJ7k#O
z5OF?t+{Y3)z~8)JeyQ?jxX8)e@p2<CE=M|nYS`BL*oc(qTdcR8#?*;s1PqVM;E9hr
zM918i5I94sI}g8%#^L}o17X;A;S-#NedHVgk|2TMCvzwFCQM>vK?MAF$^Cqib36y_
zt?f}k$WU(G&3kh8+M4s<&MUI})XpW^cb;L;e<O`J<4Z{23qb^Y!R!v=c-g46wx*$g
zi<|Wb3+gDY4c7Gy$S%|+$I=PdA>;#q3;+hCMsbevJV)Mp7&1YF969Zg9|Cc{!v_<Y
z+i|%IQ`&B6T2{JnG@-W|Lx)rpufN7O<!eeR^*Q`^OWG@z>;q9t*FjVOFjT68^$)D&
zN`ySnDj>)yCy6Wl&n_zbhV@`rK#54Lr0a~}Dz>e05Dc)B)Cv5!Pao!F$=h!RVmlCE
zd6|v)0XQ-MJO2PM$8oR|ypt#O&jEgp@l3C7HQX-)pC5%r{r=r6K^%Z|O*LAY{tKz>
z*C$*_BAw;^6-haSp@h3u;ZZOLxR%7K2?7blRp`x6L^|EHR5+5Nk@SjcwMxuLYLRZd
z5=<&qgus$O=`pJKjmV4%`)}BQ4s!s{Xv$IFFEjxHlIdK+5d{pQt?#D>B276_WPt)w
zP(U59AP*deoyD(FZUaNk7T1?L)1GI1W87`VR;He9ZMcKdw%kgPw5kRcl>ne%kLCcG
zo{<6~XR!k?M%Wt<^o&THeD4kO3ihTxn&Qo}?#h%D;IE-dx`slM5l*Uh0fj(P*jz{?
zDo9mPe9;xb)!cN&MGMLhmu(eNfM@xUPPb^OngsR2LoYyt{%z8!^UkKVu+FyQ!n#mJ
z>*|dNnTXB|9f2}4n8d_?tZ)Kja5tQIARYVm6OarDjPIzhX#0tqZmLxQE%g>}6rm~$
ziAq&eRYOk(5B#6HQV4-C6+z7deN$+9+`E0@hY9F@-(0~!0%NIFDyD8qLR3=P-HxC^
zBPk8r_xN)e@6c%uxp_vdZlI{S*3-~Zqui*ebtpnk0K}E7jgZ<>rMR(#p(-F^IOQEz
zUr(kiwE9ZYvGor!7jb-H&u!2>!m=en%C!Otf6S!;uzFU4F7*AJ=$k#l{{VMjD&_5a
zboA*dci2JvsA#y~S_0}Fg+AgIq&CV2O35nf;rhDDi-lE1ZA#0P6)vsURHGSLCI--i
zh)ZbzgrOk`5wf>8sIfNA<4yTi_umM&`H3D35`5tJnG=M_k>&S0z?hg3;EYDcB%Q(7
zZ5cBVARj(K-VARTiOxjq6S$t^%;G0(j9_9hGm*e)o|$R%X-Za<r82ID=F`uue`l6Z
z^PEp_zC?bWWFOZO=Wjk^#=>{U$@@nUC*%n`=d_3<=jVUT1QXnXAPDn;;{cuf#F;qE
zn2r^<A`d*RUn^gbq&^*WNS9%mkJmBrIP3`R0|EyIz;=i~0L+bsBfR*?!QoH%U}6uC
z@sEkyZUOLRLwrhbBM@NY%x5vT0DJ(ayjLMhZnj|NO;zS;Y`I@{xBH@Ae%Z%>CM5h5
zI2nR_l_C!0$H6iHiHPmLoM3Q|k@}A!e0VT+Gw?{m2k*X2cg_GXA~)C{lf}KbQrgqi
z+$+0z%GM??x*U%i#!mgoA9yj5xd-Ebz$P=>&+mzlAb11xAp@So#@R3j{hzQSI1qpv
z{{TWqayB_1Xg#(jCGM~kq1-8I+<{Fi!r~z7Uc4wcM6uh(N&B6%_S-%?%g8Z|4ELN#
zIR~_S2r(xdDH)jq0)7W$=lYc6eTta>0LT-Aj=;`0kGu{V4C_re?2t3?wemEiUb?JE
z4b04WFn8Q-ouhx8#IRx{W-$QF6Wg@!5sdGMFwRIMXB+;x{YU8|7~#)z`<~IcBmE}_
z=6GpNS#b#&?;^F&TGu#3lLiRdN$s}ene8T0HprgOa|V9WAPC>c85oY;&IC!%p4pA}
zf!Z)*BLX(y2LQwf?GSqj>~ZlVZZn4JP;ScRg4W9_X_&5L#OlYcxx?%>fs#ghZ3oOr
z{-6QF`01F8edaOyU`g_=<};j$6CfDG&H?S15;yPXhrG^lzkk<p8OLy7Na9qJdg)=V
zM|n97FJZ<nUhcd{jJJ|t;zVtn5hNHpABgNHf^ppc05sru@f%Jj0%mvOJ&gDeGG{yQ
zALir@fY^5iGXf-LJB;AW&fgR9y|(gl$Q=L`2AS7>cGi%IY$St;ByKy6@<H?4%y3TT
zHpnLvAo=a!WbHo-Gmq0af#i<>d7X~{!IAbEnLYdM_mdg<7j~r3fOis-1xeF?ICYm@
za)v+7?br#OyLZ^_0~7K%WaLb2cl%=m?lY2Oe1c#{c$4wBSAD@V6Z`Fmh+`f8PDnH3
z#N+OBw+kLO<Cm%dt!fTOUBuQ9<ZUJZ$;c5Z7zZGp{r5O0ht>A|GDqxo+IR3bo*_7q
z-y28(NdsuW9mM8j4j3abpPT}7_ZW<Ajrf{ntp@6PxtolJb<<nYSFgV<eyEU+td8gI
za54$~vA2RabBQn`!Jfl28Qw5RCpkIdI0VV_F&)nM?nHL~08AM(J?1C3Xu$nE%)m1x
zwOSKyAe-DBE0$zdwaSp)ezUi?PbiT&Bjn;cOh(!5xC8?~JOqIR?II_9l1%RyF}~Q5
zzY!-t;70h210D!52XZ#g4s*6MCw}A*WK0vclK^o>R;@EPy|!&zX;BxhxqW)WkSE|~
zM0t&j6Tf}reexEXRM*{YlnYQwD{H9f6rnN`Q&QU`gM)y+sRCf&_88-c@AusJnebo(
zn4J0JdF9n1tJRj}DZaMp6IE96GCBiv?l#MtZi=^Q$dUj*^Q20o(!}Zq8YjqHodx1o
z!=d%{SnT`Hp@v<3)r7XoYjwrO5{A%RQIUyCM8U`+L;_={pT+Jgb?28>w^sOYJePtV
zX~etJ*DSn+vj?F7Bq9P(l%ORk1CGvXO2I{?Z*Qm-2Pjua0FfVFq|qdpCScSB5^y45
zL7t~)zGEl2-eNEW&SnO7B0wE1D{2A1)c1S5;?wHuts}a+T+W%(rx~$Y4gg5azMSDH
z0U&q@01bcxgN3Dk@mSNJ`Qfww0O>xT&j%WD`wiK@^LGILCBnbtSdO-8Yu#fv>-{|<
zX{d+sTdh0J($luxO;AnA^`*z(S6ijjllfd|wG-Y%YHz;%LjA|zb@u{70^V_MEF@tm
zm6Cc8C!|ayObi|}dZ+&Y7F|R~{@-r@0Av3EAE@&=ncK!V!OlnToOZ!DIlw#TusP#g
zWI26N`6b#x{{Yl@_wmjv{{TMpNSQG(C-liVjlXlYK$FC0uqP3Ypg&S(a~Salw@jjQ
z*!jrJ4fdZCw3*D~hcolw5hP5BCMN`pABY2s95g(gkB>4w2bho6FeGqq1P>=~kp?ni
za|8&CXFNuGkuYcXnEeO_HXeL%c#$GO`PvEFIm{CPow0{sbWgi=xOL~14D1Fw9C(PB
z13ja2J;qJ;{-j6fWcQhzj^IJzOcFEjX9p*@X&BFvJRT7z;N;^XXYGOjf+BVzGr|_@
z!%r?=FywDLNW`21Beo>q=c-AJ%!3AZkrH?PaR)Mc{)c5V8S~tk0tc8Ki1I!U2f!yD
zM37AP+<+s;f1Vur=<pn&%<k|u_}@(6%=8dJ0!GGX5wJKACvrrXo){5`>`d)}{)~L=
z0EprnU_bzo6P)b_=R5x6uzSJ85kDs~e%Q~+B=5xW{l0$6!^ig8n)@q#`{g5GFm~>D
zn4R;3zC@L6!Z?q#&IE&<{{XJX10aGWNdxVScHd(p;ARL^d}0yrjQ)luC*+WR;viri
z9`D&tj6Y%LYH;%U;%DvLc|H$_+?dbh;S&VN@13JN6DJ-gY)6QU=LBN|=ORap?}#(;
zk^)XVNSMem*p2+g3EEE#`aBN}KVgS0GbXjr`)ypfgK-bRi~)hZOm~jwxFnz7f@ANw
z2LOHGXZ85bM91bZOzqnvaAH90cO=Z72|uWucEFP+NuJ*W8xlBco>}$h)=wP1<9z-W
zI_C@>&um0~QP>>s6Q8gjZV2*Z;{>0+eEa}1G6r~$?l;ef$Q`3?hsHcJpMxEaXXbDq
z#yfvdt@Hi06dV5lZR|ufrG4AQ2am@2h-Alc8~*Z1A`A#81c@03gnVF6e#B3JU<{Hb
zA|_<<6Or-v+!!Qn=ggB6DuV(09~ps=lK}P`M{~pmqUMzFttnIRJB@V!z-4nvXO;TM
z=nZ!R6ADrYQdFd=B_%2c^8%CkR0uPJnFsQj@jP$#9%EjuJq%VT-Dr~lw@|b7Eu?fO
z`?{Q{!cze+CBY{JJB~at@Hg{_0E7N<{RlHKGsBtv@*-z!#@p;?xe%E=TI6*2TRP@>
z(C1Dtfk9lf(t_IgZZ!7xPM+<gb;AOk^fKj1Mk#9oSgvVBAQMdTR1~0+v;P1f;(^Ih
zHwQ%29I>jU4%FD4Rc$zv^lua<tpZd?ZNL(WfRoY^2x-H&=kLV`S#3dRDoW5okff4@
z1qdNYQ0Y)3u>@of1CB|s^DgIZ2&cNY{7#hsBs^3RT7-bF{J5j-)D46>60iY>1c_8-
zmpg7W_T|nop#*G`$oL<R42*HZjX1-LY4k0pn>`LT>Qsjicj;0H3JUl=F+1isrWND9
zV+ICf!6tFH#Lv%UCr4|h2mFimDNm23x>Ll=<T#{{YyyA2W(S@4>iNrCod;XirT+jE
zrV_7c0NrW_<&ayDhoF@iXoZ-=S;CpuFF$91>pQeR7*mD))bfrrkUNnv<jRM6k~fZ!
zA~)=KBuU1@ai8>qB1{dSozEF6J2l?9<<rvJs~>r_bh?Bv==N6tpM6S7QqB|zFBF5+
z43eS7<4?=Vs&<7|pt{?vbnzuFywmTVkO@EmZPS$!LQ)%j<J54{%m)-c%<Gw^deipX
zeW(KGA-_DYYWt&)B*75_#_)HXMELJLqE8o8lr^^pLliWX6^>)_Q?%==NKxHEw2**0
zPf=7P0HUP;CynJ*9KN$ir>3vel`Z5drDm3gtssR6=x3=jApp}=Ac<F6p%Z0S%nQ=m
z`fFo!Ryr|+Gj677vJymP#i2ne#uUR;_()G;RR98>8D*xVYfP(tB#4zGAxwqn27{UN
zu9wJNQgZ6(S``<X${P(P3f-)zLyn{oBl01{vY*Nd%3P{#X+M=oPv;4`o?cj{O=hR8
zN8P$Gxj8@iF4B-jHm)5;B#;AqcU4_kT)%p@s-~^k!s;Gd>f9I#T9iOA1SS$72*Bdk
z_nbf&+qUunox6WGk;U*e<KPcNJvYUnt;ysn29>|VT{VtFtmZA$v}vsLbT%qM{EgBu
z+TBW2I&h^nmJ|6v0Jlie)0F}UPfn3paILR%->s{tt9EkbL(V!tR$(Q=u9Uz?=|D(G
z00e*m;?EzO1MLud9A{zy*!Gw+kdh(<cpI1^Kr@}hK=B?Y8s)yDQU*g#B<MF+h)`qz
zI_bMA-(0unLk>v!kVt{&af7x-b~%&6%wR}49p)lu%)o)*91QS@2V$Up_>+)7(b^+B
zWn^XsL6g4Qk(eaTe`w!;sisx8Isz+O({(qFaeR&R-R;u+VnoDdXCpHNVsJ!GXMB&?
zo&NxQ;EnP?^CM_Gz%phdxS7Ovhy%oSK7T<x8)pZ$+Ze=S7&F-HcFChlQ!M`g_V5C_
z4kFrs8D&hZ<zEqyiAX;K!5#+t_Kk#y-1Y$41nu|loDImC1ZDvJV<dy$_1nJv<H%9l
zxEut@+juzdIoQr}az4NiXNi@mmpsPJ^sx5RO2V0L_=;02Y0!pa;N*#uAc-^I0{~?1
zk%CVPCSaM*e$x>>%*WsF!p1ufncgG}LF{L_-w_-W`eXql890s31Z}xF8*wUadW#&g
zx@oDeA-*PB*C1`F+4At;k)%HUeEBoH2pQaGIT71~@0tB~2gn9a36Ie2#AnFK&vTK!
z+stpVj2Ve%J8gs8;tpg%@3hD`h~fi~t*xDO**e>Ot!?%Zd_mvN)TZyOjqpf=zQ#P_
ze0Dp4Gds+P44&fx2ii87i0lLsPUnb^iHuBOZ@2W@;K<v9szx&t`<MV9)E?t$5+{u5
zxYH_(w^No`Qu%J9*;*afwLR1#7@s5)-);W@Sj6`~uK}Hg*`G1K<Nbd#fy7D9$78=?
zf<6qKPBuA#!_4Aw1dl!rPk4je?0X(DH@>8US^{+EkRsWVcSG4)Y0JX8e#n%W{{S5C
zGw^aJbGCDc;ycD>M{<7f1ehDgj~nob!Hxd_!g2;N=cX~R`>*vAjq-a)%!x2Zh{!M%
zsM8@!>9TUYO)XQp<{as!Ln0~nZlKO2NEw258SOh56P!eC;GB*Q+vYde=k&xx@Ar(%
zXC1OeV9Aew4)AggKI4EK?Vk99kW4|(jm&TH#H~2envDu_+zwv*)*-b#Gtz`>QB1Pb
z>6}VrcN6^pjrSP;0J0=;87C9@cE&r&*niHR{pSEr1e{|aV18U526G1jL{1}o2PApM
zNI1myjOSoXZ;0RyRu-l0VMOonzdmraxX|fAkRIv^YY*V(w4UUN+qMbqv}b~5HXY+0
zBt}3HB0$J7u+I^hGZ_M8<M)ZgcRiyZnI<MOWOv_u$T*P^@c`$t)~U4zxN*x{T;Fgo
z-CG+Eb#<nBixW#^3^I1k0Wx>U{{Xy<Zy4c&@wq*Z+w{nj`jZ5K#3vnw(Z68?PCVjI
zefB&of8-}`0wX8paB^fBx(*ix_6KKi2GzF#PB7*Pq0ht{Un<jnMzJx7gEIh`810GN
zZb0%6+k?L5J4_tzb1^tE*nDloXKvHuGuR3KSm}r+eD}#9j>L|~ec*r2+<%EVGZ@@v
zHwyG=YG_9j7WVf0GXq*$qQjICBm=qa8)hItI1qb*kbLmwL}R>1^c!}>jm8cmg@^|-
zNyP8D1Rmr}XXHfjbwxp0a(FRAO#M^GJuM+h>52TySMnf0Kb>nzWA-3xKm|RtxX5z@
zeM#dGTu=*I^Z;mT1^MNiT9dbLlM+t-;zxeocNqaPW&}Wq*mlgu3`x)JBaMYNiW)@w
zmy4rJDGE{*Z=wROyr~69C|~9j>`4cq#Vu%BN><rY7L^u@<s}1UyG^d0x5JJU+^f=x
zy3&FamdYDgT`LPpR05RRSJdKEw1)bFXrN{{d5RR*TOIleSkkce(%Y$(w;J!a3Jk63
ztT#%Q%jTcyX;b-?RbHV<PLz?qQ^hJ;N0w0MeSlHo_u11{(xXvPQGKWhSVMG)T?M@>
zfdzFdSJb=->w?Q|q=+&UM;I#Gg=NLk{dGgNPMAGTEUX0Jl%X&ZgpibigeRl~h#8Y-
zAf5aik~Z)XW@O?Z0p=r!NVTctZEW|N-t^ROqK4XV6#oEL!-Z>KE7~@1?PcAhGR+IE
z+ZbRaC`B7dX-)>o=v6}UULdK(bpA$qmf=e+g_Mi`0PSTh$OiQ-qMqiV`BPs`q|n#4
zkP{MFN>J}f5*z;QvQ&SVN)D4bjE%Puymy1YXglQp0GtYvCNn3tHW52X8OfY%M-)_Z
zu&B%NX_buu*2cM*w5>M`u5Xp<4(jub<yv;nbL(?X-r8Hl^(NPJPtsKn%s(r23n90Z
z0TI%e#Fq-Eqg%MzZg!;>?lf=H86*{?DW#brQ1fMMxg;DRY6JpC;PHza;F047NzZZL
zws!oacpDwNRbFk$_C-(D(y1j1qPQhhbfq!~KtqcPLU1tB(YlBm@d@2p1709n+R~Jz
zVstA|X=;;Q)~@^SA~n#i-HzGsm@<3~yZ|y{coIN_oPYt&!+6I302?1U<8%70A$jN(
zv`^S86#&0(2zK00QT)zRD0Q}<%n1!700vxyfUA0)A94*En`5-Mx==y)EzbL|BpJiB
z_;D*GBy=FUL4Zui3RiYR!jv2L8j^VKFc}I8Ww_eF-nXEqvy^Is=eFWN_}>R|1b)y@
z2FaP6!5#8Jlk$H>7zZX~TW&O^HtH1Hh&?JpiBeXTMnck{k`Bi(NFd-IAYk{L_aNZU
z`fy2{#>Ni~+GVCyrN#IQ=5^8rmf&gQVlH|nnt>BNzA+no=44LY@h2Q9fdqmE*Z|2P
zQM^x$j`N-o^Ctty5_9?iv=7{#6!|hX?UN@U{{Spw<F}qAY0u;3mks&p4`}oJnqS+-
z<iw^kx7u+V{*%;p%=gC#WJH{H#E8V>2Wc{M2e^(RPIJC-J7DeD1C#N&$pAU*W-<=@
zXU6@rpC$}&<;s*AQ%<XT!*=><N}G*MEx&zX{e)zXA0TXJypm^r6#Nqt_Wo=MGy3)!
zk=uyK0%9UI5D6fe6OW0Bk2AySFeW@?oXG}ufCQbf_l_Jqt-hTPzAZE7Un+0q?$#f{
zf(~bC`-2ij0TH}L_yHROpBVW0#0*B}3HT~-ByB!21OiXo6Wsp0@O%h46Sr~P#!T(F
zl5vh1`@P%zb@Iv{%KP$(ew%!6_L$BDM2+XM;S;tn3><=B49+LPR&sCz9K;>qPic%8
z$CL1KVmxocpVMQU{Nf`deYZIVNu70^26<&~IuqB|68o4xafle4LD&-;$;gwzxdZ(w
zkF=h~Vq~Aqj6mTNyut1AV96N(dDwWIoUe|@tKvIg4E~YkPVj&=q2Ybk0RGPymcSm{
z80<I3(VP?BHwS`p0P~qXMl+H}eTl@F97cQ*^NA)#{{WlG2OfOzZMY|~#AEb70~i7b
z@_4#<pNB?<yr3^nKX*Luso-}=7=mUz{=Lot8^lBo*&KF%(RZeo{bBl_<sYVsJ$q#3
zm3KC;cPj<IT53CG%JXTpTxj&&>iKS?e%Wd$uB)iN*IKFc^|>f@h7oeQ(mP#KOG4dE
zOI=?6VlXG>eE1Qz-Ms84gL#4Dz!Mv80Wf~XNGTj>%punpeYPI-ch<{@W@Ecc-NULu
zOK*2eArALTDPMN761|<35DZk12r3n!8$!8(rAAd7sY=#@J45S7(|aC~eNXdq)14nN
zteo4R<(2N+Z@2RwPO)vIwCd|^>rL5pJ-X)21*cMK>Kk20(O+rlt~QkFJFE7alNFZg
z=h0h9QBKcS=No|$=f)yqw|&X(F~ok}U?1?``t2AZHYbQA8ByF!$Pt*|GvC0@EV><S
zh8ubR07!ieG>4`OX=Fa?5Rl`=loE!!#f3TDq?Ds;Wi}8rB#~iT3f7kd0#0XfwtM5f
zzlWbbeJy%-=e@^WdcE}NP3m)$^_;xF>B@dy)KOb&oww@Ch1*V7*|k**cYDpI*4<sY
zj@5OxDazmCC=^$k#IZn{w`uM+{-$$2`=#|iGWmz8v_*^iFQWAhxz(4=A*Q~bmXK-P
zGj_jRE9@38rJ-@^DsSNys)|Yvr=xYsW`3AAPPMXxEa<21AfM9!84>5S42~aGbG(hl
zch86)5_`<=#)>5xZgJ_<sp9kPG|JGY-BSreDpHW9*efkI;VV#D(3GiTXK0<2&`H?|
zwE-r&)a-+Cb75+ePZ;`c{{Sbu@b>0!KD8ZZtiDO}`$clgU-A=N>b(r+k=0rn<E>w-
zUE`OQ>!zH(6ehCIX`-}W>MqxvGf?BTH=5c6+pag3?Y`wLx{B%MzvD<XBOi&!s_G46
zs%%=@RNA$MowVOIW}cyH*Fk%#wrC9}NlNSX%4*8W8)e>t-qj7F`)#07DXsULZFLbf
zPcZ$$v#5TVy<7T?^l`6hd7J5@nwRcW>pJUDvD~h9dV4j}lJ8~yCvUu)RqDg3ZFjvr
zd$%g(YN4uCCDzkfPOoIPq!wL$r#OFIYn@-r?Q5#}jj#0u%T?=*b*OIovsY?s!{(;z
ze$-d`_wILlwR`0$4pi4y)ja!!4WS59x*BZ_p(q?It`R=pX=ibXnW=Z>T#@uSCeq3g
zG|Ovsht|ukC6uXcHtS9)wHbx&hk#Q^Qz2{BE+Ddo!bn(IQqJ8{eNY7wayPlARNw}y
zGrS4!+E400#^Pp7<ivXQ_*3cM!-G&(^QzbQfF}8LxoW!&7L@e&V$&^a8q2G?-ltFN
zRoA@rK8L1y@kv=%Us0qfbaj0~+OjKDG~G4*U%|~{9P-M^qc1mtmkVD(Mz}v!RFx!@
z$&$+-mDh3zI74KRLcrtdyOo}vJv{ybH%nf%{6o1_p#4R27n^L^wI?A?hGE@NcICz2
zM|*Ww_BB;a=~R}@G=)2Na@km`U6%Vne5t0l(%5d=`povVS1cW;oNcKCBHNR{IN}Lc
z&GOh==$FK%S1RK!zv!<x3L8r(DO}2xaV}g51w=+IAeC)VJ1IW0m+K)Q*li5WNEW^I
z-{L;K=GUyATXHi~dJoj%^`$*JUUijDw$qvmT39YRcDjn1gIZlK7TrZ@qPw+e)kwGA
zZnX7PZB=SJQ_kIk1h$|kS`@sINBD_zS3`au6`zL-^xV2%B`+G88naMcm0-J7b1v;x
z&c3(v9g8bB6>2qDD75<;p3h{hDNdOFF!7*qrQg4YRy}S{4E`Yh0Eq`XKM@{wH_mQo
zTJ(O7thDI+cP})~pU@WTg}U2n(Ux1@qrTfIAE~=tFIRho&Fhw`yw_ar57+d+Q&sKJ
zQ(NuS^t23l^tTqZDQa0-)_*eGQi(lV^(c}_B<^I$2Qqlw%3-X(Cn&5(4U=YYO|^==
z%OpC}c&mR#Y&a0#doqdwUn#1b1wyn6f|f#vO4L)cunMe7ZEVc}(La29@Axx*DBP&@
zW6m94qj}$;?DZUv=e@p%Mr*BQRGW+UofTmAE|m5D)g_{ix}vhrdUmqhE|&UAQmD04
zm!0<A7508gwQ@7?mGw2xzg_o=&r~%WjP&)REV^@3`ft;(>kDRvqt!Z|{cE@}aiG)G
z8m+pEU0Y*SQ7*cVO43*rsA#CJ6_=}vbhc_L)Kh%kPX7S+>_5T;2+q<75P+Wl047Ic
z@rcO>19D7u<83$D)}Ec5#APR^aM{`B7-nI~WwxX%(cNWfd%ATCNPoF!(SpGVLryqS
zfVHhkCDIa<DJW7<qD4grDgaWT*Ji%84oA)_IHaw`xR%n=7Nw~TAx<d`0-{pVRJE<b
zl*}ZpYFA1DQi_Qu)h|q+h5gIahoYZQ9<u2<@uD=9HzBAseS7?&xLRr}b*8pfm(%9=
zNk?O<YVS_nBf6TYE3w&~U8=v_xi<P4Vy((@!u+ajWey?1&`J~(km3;H2}zWNwzR1Z
zCPWmiDnfzjQdFEDtG!=;{{SZ`ewMWp+@MaX(Y~TDe7U4%nKtc1>Q;if<INgYS*2pC
zrrmqgcMA=o*1bTw>cGXGj?Zg0D(6CIlT4aAYFv9oh|Wm2Ak>pMqMe$YX)2h*u*R`A
z*k!jGF1I$9UT83hhSsE^^oJILg{UNK)+<R#+S(`p3k58rmdydF6u2}8#y)yEJ<7df
zp=-H2>Tj9+k=B~0(#5ly+9AzrshiV(U7~e9oVV)QR<&M|8iKmbf75jL8?C;E?P6&c
zJAJ{rYoo2Q<poVZZjs-izgFI`eMx>eT)AhE9)P_q(&(Q~9-W-hT-er?7n|;e&{tgn
zcC<67?G~!lS37>R>87lDUdXG>%7ahnHC%NiWhLEjv!`onER7m|$$Fslb?d)DdKTpG
z;gRV_Q1YkME`a70lI^QCD;8TX_HUVb15VrTl={$IwS9g2R9hLhS#KJa?8S>r-0QTR
zf~umT&sAc&&{N)$vvBhF@Wl1eZu}vuy=d}t)c2>}YTxw^yR5eI&sp2F>vl_pyF%V{
zVl_sey4x=`XI0qg>V4PsWkVIz`eRkuoVx}s&7107V$WG?>d((39+zG@AuAz?W0*wK
zzc9%Ox0hKLCs~&>^Ei8s$++Clc9+UKzyMoq>@7iH9Z-_l?$%U>oB%kjo9%?xU?>Fw
zkVvkyCcC4#Je&MLHNBJYM$jCEr1as=D(zcu*ZMBsrg`P9%i6z`HCKCAsoNhn>{_7K
z)=_HP)v#&y=vrL`imyvKWw(n9cYAx)l+N32*AJm>ZOv~-y7tS;%6)O`{Of&V%Z+D$
z<_|9K7s~Aord4&<Iy&i6<wcSEZkW+}M%Qtu<@NXI^j#&Yq&=-HE2J7{S>3Pt>bmuI
zxqMste*9>;qv_+)&V%%Cr}<B#b!R4Y7d8(tTdUO98-p6dQfcaqVO6bf8Vd1OX=a|^
zOK85`>#NOGeX^CEM@2_k<qfv}$zq<h9MkIC@z2x#uhJ_uXQPc7p>Ot$Ia8<frSnZ|
zRNU?sw(BmBS32dwsr?;gtGRnBRTWJeZ9PLk!_=21YAuy+Uny={Yo&J6u$a~=%==h=
z0MRbuIMyW7sl+ALCSI8Ib;^l`-&drvA6&RnnwNbHu)n62p6s{FV6(FF)3VM?O*<~g
zEVS#5Hj?9QE~s^A3JOY!QnOH`l_@(w5t6%A>KB~c+x6}0Q%kP@086Egy}G$&<p!H>
z#?>{V!t)L4o8y+Mii(!aLYBy?)HNk_@6=rCzJaz|Zl<ZWDcctwtN#EGzfnGpg(ZJ9
zZJKWDr0d<Hq@mYZCh=2r($!Zg)?IbGQ)|82^zH2z7QUXPFVj?5+38I(>JnU{cABaF
z9sD!(kE8EU9Pp>IbK{@%+=j8z=?c5uj`LZlC^S{k&2-J@PFw9-aX0(pYqZ+wo};^6
zu2)N{z(OsyYR2fU_Ijnad7$=xk$;G%B{eR%=9eygbL;cZ9#rZ3*r4SGw!G;YJyUCX
z-%nZm8SPtNMWZcfa<b!cw<(*GH%mR5uIoWe^~Dqot+(n6e<00vZgNp`DeX%Wm_{cv
zHl~_(e2H+=s7s1pr84qR;bqX-?xq?GX;e)XfI(l-rycH>EZ1g`#wCVGNg>IZNk$xX
z$C`C*p|6|YY^kF2MPG(tY7QV39__*?pF4jHu48HrS$d|^m#rhpr#Z>0?pAxPlGCFR
zaig@UXmB%jsk~Cw)myG=X6tBOqLu4uVu9r{rN36CHT22q^()j~uKYNCH+q4$HOvk}
zTlHPe@uM&Fyx-7Ep{>8&Y`W^{cd}}0McD@FSxayFS_X~6&Wd*(skh&4wKiL=jdnEY
zN0F?&AA6ZclwAAOT*LIusr3$%v)Fakv451;_fpa|6&8uCx!q|r*txM+Ozkr6E7KKJ
ztX!IUmBz(kbx2QBZLK|%^!hn(>l4&wuGYS~`SA9Sx83YjS8J}ft9Hew9=+;dY3VH%
zihriIvt_kYHAK}@tkB!+?9(BdBvUYobOeLOVc3G2mQEPbC7zly`%Jku+yLP~9>21r
znneeAw7llZ!F5PVSGTm%ngeEvG&{Uo3J*@N8GUnd@*@n`nQB4V#9~joS~Aj@YOR#A
zmsX^AdoKsc+S*73Ju&8G>q_cwV{-#h=#4e~kI`C(TWY)BkJ29EUjEBzd#(1qzfbAU
zc?5^Qf!Zo4?Y`(zlCerw2}$GY3)V)Fr}Yo%7O$E<n>|FUNpky;Jh9Yw-ePIKSG4WL
zI^5FfjVX6sisNyy(^zP!9<^y|JIdExOKG5{p{{bB>*c8wv{d6w_=W4Mn0}9HbS8r2
z->0r!QQP(Z04wz^ZNFJ_a+blSXpb@MY*O7mj=k&ki7h>Ua^qWcYP?odGf;s}#Vs>;
zJB1YuzM)+rvOmvzH!rRi8wdNUTe(qiZnl>1S8ZoiG0TgCbxt{KuBW=Kmd2N^4?gph
z54T!gCFAtV9^gs_Qj@J=E@F~zG>lED*>r~&Ci9a0!{|!Zl{VvP6hkjK1IPe2;#=;j
z5~_<chpQTE2A@iu!rjB>9Sk!*hTby_x>{(d#JX2k9$}rP6so$FIo=vLkVmY3ia!mW
zSo)ad4vOcmH@Wj&q-@%=Q)&%0TV+LUiq)yAZW?B-G%QhAuey);r3Gz8+MN{&G|$<p
zDy^*2QB>2Sy{d|eHazt8W9h$EdRgY}_m>))lC`Q4QCDB2Ywk*=6}P=Cs<)c9U20K8
zO)?#*Ww4roOtsUBls?mI>Se%=Q2aev<(8!9jjD^CobkSLPfO^VJ#M_x8o@fsgG|s_
z^=_80x81Gu)URJEe}|g-r&&!+6}py+wyNs=5Tk01_nd4F)OyhMm&tx?@<U$ouH@Zs
zF!}p!*DYJD-1Ai>t?O>1<@JwNqPo}gHTKms%_?rzRw*iKX(%aEZK`>eU-!XchKiFx
z$$Tnf21}u~WG33$*mTSnS3K)2Bff3MZnl)_)D<s8_hO6n>H=VyjA~D`D`UNX5|DhO
zZGkEnZw_W*^>+@m@EzOemqJQriC21P-5UUv$Ci3hvs&|aQu5oA_pV}JTho_)S*CQI
zf}c@pDyq#Xq@TT4Q|am(gLD_G)eVx-Z?_`63Yw8oZl|KQ{X*93Orb$s<?ENxcB1r6
z%`0~<?;5eKcR_lvwWw^`nVmCn(rB)wcDAyZu$y&#b;*~Vrf!~{%I7Utd$k=MO-Z17
zq&~`2?&V|kC&-&OqQr7F9ImZr)B<l+H)<YsQ&8K@MY7ZVv3B-!vo)gYM|4Fk+R62n
zI_9cqZ#E%IeXdjXdYY5(({YEZUt1i?^<393KixT<HD|T*mrh(PI%bl=O;JHehHfde
zrs-c+!<BAOBCe^M6{WXVLrFl;MH_AVWtQohV{BWHOp4H4T-GA;B%G96UFi*N6((X$
z)DjX_gzPCRN>&M?5t_DnBsq#N5@}7anLI6*C)k{A-ry<yl(wl!_7s#A>^icv7RuWx
z0ZVi%)C%A(PWpo8m!{5l@{gDtim}-BUppVwpV>}ZX`Mofmu;83-n6ycbhT~0=BWbe
z98G18?{%XghLuvIRFqqnOLSEYbw4mwda=`7hxL`}i(39N9*s2B)0)1Z`G29RG_Htu
zOmf><ua=!H-fZaC+IFVtZ`So%TJ1|}rnl1RJDP3PcZwlJUt39CQCU-V7e5j?xy~+N
z+xfYqxrNKR+m(_2SzTzankN4MYEs>L->9v%!mghDIuKIR?Nrm#E}ah{Y$>MNZQpSZ
zI?A}a)K{tQdit{0h~{^wU4LE7&3cPPC50NA?QXGK?n2FPQ>(Yz9CpWRwWgwyg-^a|
z5mJ|w!F}~1K~KD;{k`%_@@X}J_GUz4jJGcCH75M#DpKsswk;^RiHS$B`6d?0OKqVH
zO0?wZaChP5mJ*`c2p>Im`?L&WIP2?`QdY#5cPB35KvEt{J7wo~$*Dq~b->U`*isYT
zQ)ytIsz1SlKx%$kdLQNoJiSfpEeELo01K{bGp@APIdnsse^R$`u<EC;wp}${t8Y{`
zJDmqcj73|Q4KI263oUEn-TV@|(`sU^s%pz;PQS_+^aJTD(K}v}Zr+jfrB0XAT-Rru
zmmNh;bsbixpjEDc9IdJ4+U=LC%Byu1%9ZLHmZ?f=E_eI;t7es&x|)WoZV%R7_;b;(
zs*g#wufwaKJihf4&Q5MS&y6oZsVzR9`9D#vb;XO6RTR%#Z1-I?b)mHA)Gm_SezWSj
zSME+~eu@oXf|}c9mg40l?(0ckul^!li+P{Q&qJP)JzaA<))uh!6K&`FRz~zLhtw5U
zy+F?|(|*!NR-%&Asc%))6!i8R1*VGQW31D5N;_??gHTq}e*r~xuA08StGlqnvfZyt
z<I~e}2$;oYWekaxdAS^EM-FjPt7x<XPQ5JJ)VHS}LJ;DZZM0EMEU%`iNK*kRM$rwW
zMMQ-u3JL*twGyiYq*RLB(mL(xzN7HLK9G3?ze<hs2A9?aW4bjSp{R8|zfx6cW^D`6
zH!7_~{hYd7?oVl}b$uqZV@^|aSg9*+cM3<Y397u&C5x>k^HcmSD18gp`ki?{h&@ZJ
z@-3cRYIiL(sCMa1OLOK!_f0u((^NMrji&Kue%C^qZEm5i{v%TDO}UEN8bsV#qoPyy
zdtO)5f8otf&;I~K-l6?x)%uI&=7Of=1=m+w9^}<+19x6!YgFk?8Km`p@hc@8nvTZX
z7VD|iBGqoFQ#DClRgU<$CWth@I2fe8+ZmwLOwrtFDU({$mg~u*scwx`)ULSWe@j~9
zKTPAyyGH8z5Vfr;r*=UNxRmzEc4cN{@k}OL7Q~!&x8IkUnp5rx*+=FQ9t}&(t&{+k
zkhF$NVbIbDNLf;Cw<M)VT9AQcsUQGSK&1&6xgeX;xzjlP0sjCL{cEE=9r_aVr=+!K
zr;QI;>0-^!eor@}D|C*v{@3aSa_)xa-oLBmuB5Tv^t~l}O>-woS*~nr%~hs#3DdN}
zRMZw)s%zzTlR^0L{7wBtdSvxE>PDZLzLYs7XXGy}f86U!>Dz{mv)UQ5i<Yjm*WaAE
zYI^EA6(-uM%FAVSmeQB4)ON;IM`NTF6mC~0uH$j~J>`$%{pfF6dOhWrCcQ{{bLSU5
zb=NHUT}NisDA)Q+N$Xt({;aoIo}o9C)ze;TTvnb-j9b@j)OQ^_XVkVYp;bi{5-aWW
zw|f3M<Y(YT=!U=2{ga+vu6;{Va)VRz<5X$-j$hksm6ZBv-dZo1tk^DkbC%Wma{Y9z
zaqVAC{iC&8g@*fNq`X+%yIY#nmikMJ{{X<Pofid~XR~EbW70URoZC|q64I+}*@>p{
zK`^i$c@l_q#X7dpF4O9D#O;(kp6M!ZtR3U^m?OC<DDKcoRj><v*a0ajprENV0255j
zjCife{{UFOh%cj$MO?}B>t*GBpyl_bA5t}X!kYg8uC*U3wY`aYlHshho}bg&oq8{t
zD|*>ta^YR0)ut%iUA$cyddl^fRa4d5YZz*)w%>$DBfV2-zf4}M{{RvH07-tR?Yx=R
zzM1LuWxrVRqVdZ`Ys)`4w04-~vs}Y&#aR2!y-QD7bh@~UO^Sh5TbKS8exCT{*GxTT
zpsTp=--_Qmxxvp}dCA|xi;((W+pYN*$~|MteFN#ITG{J$4aZXRChJe4?fMGcYSp*2
zQCal$;;P?xqtq0%&Q)6LE;JwU+peb7nxeT6YD90oko|9Zfcy~bnxoKftG`2Zdd1#g
z-A6X{U6z+z=^L)0ujQVsuvh8FZEscRHu;^VHHC`0?_#E-rnO!!OlkL%aMjvs^Gj_t
z*9)86l+*K5SR1Ru@Z2rDXBnAi5_<{{NUiKk3PbIOA9<PZ61SBq5Yxd(+Ld`pNLpM%
zYoeMZ!L+rMHVRU(6gF2&Y?PY-s`DB|eFuIqeyP1qelVPh=Pta_*6WSOUUKf=>2B?%
zc~5AmrKh)Y-m6+x>*}3A^%dHx?yHSWCZ?~duDd8z+M1}hHEU(0uHj|27yXy@L(f0M
zi_@2`-C4<xP#%=1dG*h4Q`)aiY70%q(aL>4tL;=ZH!FpGvcX0CQv2@L(cUlh7y6cU
zC7(yJQ9|YF!CR<x4Ze!ycc84g{J(mN{7U&VZ2UucHS4d?mmojfCH`3Q_RD9f<#w*q
zIx5qqYPE$0n^@?_FHF&BM}rmCo5wD1`hML|<!GkA8-=o>rK_Q*UA<I%2kN_?zPb6I
z&#NcmBh9W;YwlCswSC^#eC3}ohb#4di{*=z+C8c(O%vR|z20rKwmZd5qNSQeR@Pds
zHI?pNhw%%m^*3j#Yic&n_FLx}=^248tO7yo1j~90Sc0Xd{&Yj?afxMj3O(a&p$Tzr
zvZAL#04X6gjDzJVP}=WR-fis>w2hJgDgfl7Xfo9Bj^KVSex0sb*Va~u<zJ<*Ko`$V
zm5Jmfk5yE13ruO9A6Lvvn~2pKw!?PUH_J~gH72jLRa32-1q}r=);pEL+^RYesOl>o
zxav!b>+%Os>ppVS3wI;=jm&+2Po{Lu+TEud(E6)aUap#JLO*S(Zh=(I>5GNgc54-8
zn@M_-qKTHR)fSaAS!$^IB_gea`VY#l#*5YWFTGaPde7B0Iy;+O_J5TQa#gG5y0O!n
zT^}#qyEA=Vwu;YcO&b=v)^2poKTUP8xn`{l)ZQrTow!loE=)ViABU%`-$>lQ=69^#
zbb9vmxu$vMpHWU-bxxV1r_tJFZE1~3e!J`KQ>tv5X^VwrmdT}T8n*4IEH=m9vs#l;
zXQ8yxS6P)x-Jn?Sor+LnSWX<4rf|0LA&1FI8F42xxrxb{<-Acc8&)8#poS2z>Rx%!
z<B3Yap#VmS?%Y*E%68OhQ~*j+0NFmE0_0>YIYz1KU+`q+=Os1gr7lzQr<j^+)Sof^
zTj||FskCLAL(<XN8q)N7V$EW_SI}y9-@jifsaIIWqoq|H?!6XWK9g&?GR0lV<X0Of
zo*d=$@2!0<^DkC%m((qWvq<wZL)Otz-?TAXFV(W;#?NomHrE$fO!JIAL2$EPEq5w9
zwjKI<syfChY2S5+8F7A&dMxz!>n8ilzHI&>eu{Pdn@!YuM!8<<D|Jq)xY69T#XU8%
zPdljV=xJ<v-qoly#m?U5o4UBFdrfMucG~)-y-RRvkwq1C9#!+Vo*dNm9n8%|&Q5k~
zE1xiVovVeUYJFpPO*(FOqhhkqX}dD2kw(om6Mw_37K>G$oiwzR&5Ap9I#$}>_g{B?
zguRHWY1votEI$%zMTIjw>uoAu5Jo2B-TN)OF4<J8Qpk{T2&z@yIO==K0Hpzn!gfM}
z7LuYiMQVbI08MizYNXb{R7R(L)%Q!%Q%qKAE$tze8KPxsAuLle)io<mI#t&4Sf*{Z
zTS9_bX|yG@HWGx9pXA*)FKc<f%BntYRaMY(rmvYA8k?E*w)R|lzK@r+8lKkHw5g$C
ztA(Y<s_FFFu1?c5-PYK*A3_kDjT(rlZ`l6;Tz`dED7`TL7QTo*b?D7|%**F6{YF)C
zvXhwlV^)hrK99G(&3;ho{%PBnqHQSAT7OZ{Q&|(F-m|@3dDI%3i&8UHPkgb|BG~;i
z&-hI<@FZ*m;z9mw6C)!S&&M0-3`SEKlzrJ3T@5AqxfM7NT5-3fmZlvj3l=F*+HFKo
zjgw6xDGEUWKvaaQFhQsU9Qvetsp_}TUnc!X-?c|Ne+gb+-D>?G@{5-Y9&qbTb*k?4
zi_=`ku{g~Q+S>bi<5KDkLwBsy)X&*(_GD@LW}2_6yxx^Zr)>I0&uF~edgsY6!YlCw
z<~tPH>eK1BSJLVIKHi<yRdiadG&*AKc+vGX+jgu)^2un_57E1Mwm)R9p;AjSr|N5(
zp>3xs8m>hr3340p4)t5<$CR3zkUX{KWy06VO>2E;Q0k6frjFPtD{h|k1C{mG`>)Wd
z?`OH(o3&b+s<={B`;H>hY(mhsD4S&c9)28ujlRG2JI~D@%a2yxpgBS5OVd{^xm^9W
zw#`(=khNHOwwe`MEbM5_PpEl<s<g5EV@x%3qPkRD%N1&8rFwPUH+6a1%Fe5ZyV~3m
zMdZpRLlKjd3hw6TU7ec5l_=U9DOAcDY%Xqj=M?G*X(??e4XCQ2YdXjbxU_;w6rwBw
zLMliU6(?mNP~SW65zqI(!%x$%;|J;MLvt(9$1n7^pnXHjElI94wf?e~mjzY&`uj(6
zywY9RzFh2@n$J;ow%aeYI;NTX#cS7HOKDw2eVK1w*`TMgvDJQL{s%mW^e^~t`l084
ztyNid7e0A;MRt3Un$JaQ{YOowFBgqX^mZ;<X$$6p7mEcw?&zIqQi|K%*xf1?)|<RI
z+g2OBHiv!9OYgR={AE83{{T<^pD$d)<#w^tnwHOE)yGU}&P(!{I$4c#tF;Bv^wKKT
zqO^rA!j_7%+6_f&Sgu2~R<C;2{UE5JqNg8E@b&nTdY<*q%>H9@4y&D4Z&EzJ<PSUf
zi+|?7D)}AGH*R`<!B3`ct+#g44yTvzy4IbmxoQ0;sjNzCQBYawTXwdtgHq73X{)WF
zYMZBaWA|B!O&K9IHG<%bVhMew=bUijPqxeGequ$5#RlfzI}1^HPZyX7a3YjR5v=fG
z2?_x&x=}(<M!=|`QAn^Lf^2GSxJMrPhWs)4{pq*Szo)NTy5_S?JIaqy)fzgJN!#e^
zs@c_+hxOixzia(0Z<d<+dSmprtvRM{*9&!hwaV%@sT-ty=c&JlP`6V)dHyP1u028e
zMCC`KJ$tA$oj)RZLu%#4iotHvI$&7!1@6(xjWRT*hqh|_%U1`JeWSHdw?|y#3ZkWM
zviEGZUMkZ4Z3_=4rP{-toZ{vVnA3VEUGrC%n!iQp)Uur;qqQ!x)EAv6rT(6UHsm{}
zwB5qs{g%yAsx+yW>TT3i)fGW+Ia2G-KJwS<$KlcVb$Vy@pXt|~H{ECI1sV(0ZKqVO
z!|BhG^&HLR292TT6V&=e+p26PhhO~_#-j0Xzpb{A{ku_H*Ke`gtLs;2u4bjHjSr;F
z_YyK};vJ<D)6PiZ1=&f4BvgG1zk9ovT2f1jN~POUd-<<XDM|~ZBqp)76;ifZszQ@R
z0!<Y_D|=X+h3i^c;CPQyWwO;er|PXX%9oY=&p$y*^QzqbXB=fqPy~`CSdvajJa>Qa
z=lnVJudmL1U%5b@Yx38Sj#&9=e&$E^x0z~wro(hLO-H0O@AhibYj*Q$rK!Eu{{U)@
z*``Cu2(?*m^&Z=v%95=o)i<OMP@ao<fkVp=QW^<-z1J5D6)vG>$h*yo{F7~|b=FYh
zH(fb#yV<MSL(I6rt+iaP7S~-vt<u*%wki_WS_t{u<9zS8`0b1y+@q;RBO<3T*|~Ho
zVXdi5MW&_an?WYeHkA^~>9GUX**on7xVFs-mH@Fv+L2Lf8WBw?ZPCa)-{n2Kk-X#P
z=O}0{`d?K40J(=VHRmoBtn_<K4L7Vmu^Oi7rUs_4ywFj8$$tJ8o2{kaao=*^RZPC6
zk_kC|t2DNncUIBsPG4HNlcx2Si@RwG>ovmdb+Of2o~^94-EDfB!*sQ*qMrL>yIJk^
z6v?_<?-sg>Q&~*yxIXnQeHKB^NAsSamLr{&9H-_rKPQdap2XKQ>NH-Xr{(oU=AkXE
zyJaq~dfeTHs<aA<Pj!lF_grCB_T)YrRl<Z+capR4>!GLoGi=|8r9Y@$9amLy*H<kQ
zTj}*0a;dFdYx*sFO`({%D^gV7*hRzY662bZx|-jnAGg}=HTrs--m7kR8<i!835mG|
z7?xskWh?ZlrZB{<q&fIm^`w-xp(+*V%UYXKs--rDj><~XN^29gR92dWBzKi2;0jRs
z*@02MyR(lexp|~CzK`bzFSVASvL{z^*G_XAOX>|%p)OxZaIVxEBGaiT>+d>Y_o|to
zwO#5j7CLwBwJNJ((Qm49q29KbV1y5Kza73`eixj^<kzNOS>Ayc%Whh8H=Jr>$IVYl
z+@-7K4T{^#I~|`(Jn+3=`8&%yO}^=&FXHz`x@x<%^@;^*hAu5vyKSa^oxqP1dl4sb
zGGxyE$@_vk9l^&OnaNIE4svsol)R$;)7dmv`>Jy{LGt7KWvQL^G~SUK<5b$T&-R~C
zJ=WK=WUz~;@msUL>wet@B}1J^j-j!iz~!8pl*H3FH7E0WCKT!$QkKNTyN#0K9%$_o
zva})4qyoC5Wgu-^a*5YRs-TtBfC;hEmjaYI5^Oo;=Vw;K=R1Am?YSH7P6?66(MRBS
zp}AkpD}|$%{N>k(<+m(u{N}!^TkB(Zvg!W-?ER^F8%l}?#qUwES7f#ujqREXK)Bo~
zYbfpFx9jTZ{+6A^4iWrKzYhH$=vUNTqmfo#b7+rK)LNUC`e&Fl8uvwM+Fd(X!`g=Z
zs<i6#o#N4H)tcPfwFMn+nRdClYHd?os>?0n$8q-QUanOe9>IPcevz%ehlaA{)84ba
zI&)iDT{ZPrGkJ%n`9Ddg=y{Q$u3V<&evYKo7yWxvW!2UCV$VTyYK?U|jf-Pij_p-l
zV6a@;)><(wIZn+tlzgkmF^_f~w8>3N%qD7PPZO1DW4)I%Qj#tu>BYFqscvB`vn{sc
z+bHi6C=`@}Ry%)XF_cJRs&Q$UZEBR8l}gyyTc~<rl7>qqM7Q4epad5HY#XYe1gq!6
z@owbCf#i>`9((BiP;1MtHu*_Ie6t-L%{zs{)qHPNQ&wrKO-(~o_pLiiN2jhd+G@RZ
zdOn)E$4yCRxFb!uS8AoCq;V8<+{5WNPx2icnC0fK(N135=cB0R7MSNfEyCeyddmG3
zE~mBKbRE-7+Ue*iFE-|0)76yri^I1ni<K3|^<=83wbdcS+^O63Ti2CuBfU^+-fmv>
zhcE2BrsYPUa6O_ly~@X@?ev-jLe);vs~EM}o)%gqt5DQj?v%8a`ju1DD&UGbLYA9p
zgm};CYfaiYd3fe^nwwHlUQI>v*-LAA6t1-8+TUkhq-m?AB857T<rzs!uO_kTR~R++
z@k>VXpRZLfC-MW^S#H)jEh1%Hm4CA8M2oJrryP)*WJ$j(Ci5<an{0QA*(sAGEutHF
zDJ>)c!hErIdS?mj{KUb1P8>~^CcCxwXq#=q{JQ5FnL-q?R3xo#yo$EslBVhwL5fvX
z&Q{gb)>JR8`ns2@UQz!5IoI7TIJrNV%GRPuCP$IIKYBY(K|XQ$wt*A+XC8R6t!evx
zWmUeZ9^FkF?$f^6-7Yq@B#>h%Jv~TQ`RGtskU=m@sVDyA_Uv}YV<3IVC+y&CDVCSD
zENw#`3Ib@InrzT)(=D43P80&1BP1Rl6O3#!U`YeP5JW&9GsRHiNFyR}PUFCg$cfIt
z?;XZ8DJNwD4E>3j1||kO6CQTYYP~Z0C-qC~AoCCX?Hr=K^HB1t%WuBxvue9(dq?nE
z8^7^i;OsOtJ@UwJH=D?@-bI^D*guKtE5Go{{{Z3Ey04~pr$TOiQx2ALZhmfBMp2!P
z_G)qVrKQ^M7KWP+KKhW;du}ZaqiI8F#iatOPzN+Hx7L=~ZO0r{c3WvGTGc>QXoP}I
z5(<q4fF#&Qo*do2mDN#L8F2e7GMehdj;K@a6{4A?i4*NI6z@ueAAJO#q+^EJZOVrb
z%T1}*Tu?$AWd&|HvSA?!5>%x^L_w7tlixqBtC4WkSDJ>>v?NqFN~E|UVah6IXx{2i
zpLUs0G6dkL2|K?ct;)J{8qieAAEmdmS#qmGhzm$fD+&~jkf5P0T-=~iPfiq=3Yg=^
zF`1=e7}Vm_u%wxlu+adK+_J9eqMLvLNDDLq>QbmlHTA3_Su$8mq7sS`E{C0{p)R_R
z<C{cQq$x!rrzE8{019cB?G3B6-MWhJf3eluEw=}KiZ|+1!b;yQt>DVpL#n8!aI%#z
zqNS!(LP-F}9O3ETNmJ^2%|m&<u&Vog2&AQDs;3=WPuIGKRHCv}J;O^%mio|2qu!@c
z03joebLV!GylZV9iW@s0S8$@aQQX?4OYJsR7^kbIaVQG>iH7SPUqMn7<Er-*r7x(f
zA<8W_{)Nys`YW9?RQES(D=v4IRN_{)mipZ-q?Ucpc}&o;NYjXAK_TCB+i=24v|5%e
z%!+Lm(w(iP52UJW(`W!H2_yqkO4OLuaq!~=9gguz+1VB#R4XEDLqIQLbkIWU$?X?d
zwF+kItq*jSl~GkG##FThAI{ZsYWhM+1fhb|01}d%&O4YV)E=(WI(tOl`LVA#m7z3)
zXr<A*J5%e;Lvym}I%HH=)VEKkbl#x5RM@O6A^XM6^tWdEX4L({;^JBND(VBa6kP4J
z)Z89w=V_|7Qz>N#s!QUuqoqY4)Ka3Er&|2DQdwO}lA==v0X&Ut)p~C7rqgY`TdEy*
zEz|u#W~~1JF4S-PRa5zg^D-ouo~Z+NrrLC&N<tK-&eLis1xQskN{~pZPRS{#y$Kbe
zF}0zki5Xi<dueSAHNL#z_<Qr;(m$pK{Xx@u*z}`c&)QyOa{Y}n%NoaYHjUK_<<_pZ
zi>=0*{Y6=<u2z&<g~sx&H$`x{>8kZz8nZKVZERfWl)D|@%Qpf7)({CtQo0GjDGEJ3
zQUns1R>0-}1CIV-Xedxhkf1?Az*}kx0V)bYf|8)5z)&E9BVZ$qLgk>eebf)Buu(SQ
z3nl6ht81!S!pL!EiFE08T}lci<hYVR>PZkr*{KGYnw*<$Zx?5M9J-esacv~aHd;Yt
zr6{4Dq#wffX&vH%RH~>}GODNnp$V-hC{1&%P52T`1whU^U<mz&37z(zwg7?z_5)%M
zIWrU7%$>XKJL7Ok+m6Uwc_V6j^IC6p)Jpv7_Uo8txw-ts4WVqBH(NpciRxIWQgb~-
zgU1WrG=1*PdlnaI#Z6<0LzK&>>RVM5?kPz{LR7S)p|q(ECDP(i?J2c|o|K+91te#d
z_?#$o&b&3fNay3MYi%~;&ZU;nw;g$CLv0}iOIp-mAt*{^N>P9UK`K!LJ8{k$TSZdZ
zTWaNZOK#j!68J*YlTAYqLW+s#apuqFE}3nm2x@vm%D&UuX4|GIKDxDRF1aXD>T8}M
zEmO!HZBv&34YrU<OOPCR$^5A)XmQ@I)-K*$RSmtz8nrf}7ObJ#<%1n=j43Pv0d0k4
zP#kq7Wi7RgQRNwJW3ClaT(#L>QfX46in{iX=BQRdYMDTSmJ=|iQhJ_0l>{;hp5ocs
z1o<!t+#H!Aa!ET9COh#GV*mjV1QC)3J5JD%gEB;50=E-BNr91*xb5dLzj)yevg@u<
zDf1E8QT`u04&+3cjt?N<oS4tw0Qe`&_A&qnkpy>+^D{qUJbvdgN#K$^kJDmuV{Y35
zW+!8UiSY2;dhrn{j^0utPTn`}4&Z*k@J=T?j7cXFOy?)#aRNsXIL<Hz4n&`v0!WV}
zlZ~)rxj(F!Any_V4DS**C}r&U4nFS@nSVd1#DN6ukUR~B2sqp`8v;be)05oe2Xj7t
zBZ!=K-y<Mrv5|}tcKA3OnaKqHS>FS1k&`5ir2I(X3gx)<?dTYnZy)DipD-lB1QDFZ
z(tE%o2M1xC?shXVzH)cSA^||e?spI)e9vJx1F?zE1nhC(4B|ll0A79ojN^ne_GwMp
zA3EkQtV`{JJZuRw0LBO)9E?nO;1jfGxe<>sCQi||A~O(F%$z|OG5SyGCTF*AE3|A3
zpD;6wV1jm^v}1$@y=Xf7;y}*e2pj(Le#QiLIPhWbwlF7u^%J-th@6}axPUVza|g~w
zcK-m#@7@5H+DFcJIU-{*zQRoX!37QU_UmDOKXfvoIoQV75J@AxM)G_>&tL)uMDO-6
zHt`U9fM>{vk8>C!w(?-f0(?YcI2hs1KqT)cIKlIn9izwsdz4t0Vt#Stj02Md81LWy
zcTDh1$%&D;5t$xDOb+KcFnElJFee!!5(YOpj2|=D$S}@v1F<8)CP#DgJMIaQJYCn!
z(DD@GE#;PRIrZ!vdn8Z&=K~X;={?7f2$4Vc!Tt8n>JH*WpmsO_e%-u`h&UMW9vqFq
z#@X+U;2aJ2@I>Nx497ozTG}i*@N+rO+i$VX*~TRB<o=Q*K*{(WkIX@wjN%(_AAj2t
zBQgeY10Z5JCw<O9`*w`?k_`6}I}RKvUEJ+mHKZa#yaCum0Cth%Gq%tS9|g$U5i_~L
zIO!zD`1@ez96*z|fdj|@eTm$Cl`{r72@rh8REX`cBon{L+9QG8%9`c}S#Z2d^lCKa
z#{4`YUCAdOX(Mk5$?r4v$s>m|*kgEu0QTD%2VuToMk5il57b9)&_K!0Y(z;QvHEY@
zy!gnRZ`{P-aL+n*LC1H$SarXV_`{Jifwl*K@$x^c{IX1wwqwTAk>J2F^Z9%60V8kA
zG2}*Oe_yo5V3-^k#2)!3F&UoZ0ge8A0v<buy1cpCx4v+v46^opTyoANJbqJyKLn4o
zn3;i{u`>=&n1Kd+XR!Ezu#x%>BQYeLWSj`|G3IAKI1(~^c{@%FnA^P1fJuN)ZWqhP
zE%eKscvjpY)|Kn(iGHvT>E3(%0B{80VrPetekZxuK_DNz2_42JaAP|T=Mj>jwD=u{
zC*XJBCS&a&hy!h~3}<fL<0ppxKX=vEu00&SsF!#KJa4$fnGggH-bgSw-}!rJsja*s
z;+I^fqqcr`ooz)0<&>+Um?%I}76)77DGj6p(p*ewR1{SgD%yG~L>DS5TnKDt0VEYI
zak3joQ;Sp%l%$x9amw1Fwx3DZY4pXh!S$6)l~z8I1EHmp?>e#!hicW-gaakE5~PBk
z?&VXSwa=FQcW};-848`;KCNQH{me_6Zq6po^C`DetJ)oO?L3;rCQ`SSw-8pA`lK`&
zaj8rxMO{#wa`mMZ!`%KkrR^1}aDuvuFy#eEN$y`FqM>90qtcp&<mag*4mkT5?Sq2{
z&hy-nfw1sr3`XY?PH-nadVWABzIK2(km{8jDs{`O!Hz*t<=w=Rh288f1VTd4s=98t
zPf_Veuc&Ycf&J?fl0rlzH0Wk)Qjg%8n$L7`Nh(t=DAGS4n57|>*H+*phymcp%84N$
z9ys=Lsl<-s<F>;vAZ!RDa(E^tJLh8{XC^-4BLjSKY3FU)(~Y{{XPB+;;pO$z(8kqQ
zqcuGkmu(deCVD}nQ&puz5CIKRIP<AV+!diJkNKr43D%a|jIC|Fg|y>mrATol3qipF
zNgx#NFjMETjxuyQg7<AG6gN878*lj-_uN|pBmV$lohzp%02yq;U}R4lBV59~mWvlU
zYh~eusFx94NRFi=I7nyPryGz;>6|bOZch&(TYIi=UpsE#&tAIfk)mz510E)0dBy<1
znC~O80sC#ZKX9)f`nLU~lM}xS-iWv@)m${qMYY!<DSFjbTuNk#Sf>i1r)&(!MKkIN
z03|BNOa1|)tJfCISZPPL6k5B|mdRO85^9z$?2LjBwwF%8bsy)q6sR`J_Q-3<XnoX*
zG97#4L6P?JBN-xRKL8w<oX%nGlfQo(cayZtZJ)WF;-i<kfwZC8FQK}!<diu@SkN5+
zkO}&;Op>BNBs8}~pXO0XBUY`m-EE;py4_hyfUci)>UE`paVc%$lFIU={{SM);9$gs
zO|5$lbx+k(TN}h0^;-@U^7`Vy9q>EuB;?{i#ANr*{&+s$0C+#JKe&O|?ZQ3&(qtS0
zGt;(r++>sU!Vn~FxZIDi*vD-6?oPp_vZXg^ncbbVCNJIX>hU6b9Bq(%Z`x1X05=%N
z0PJQq0s)`UXB!X)jP1mH9iRe4Mt^Yx@7hFQ@Wf^|p7JJOP9x7~>~S-~)EB;aie8qX
z&YbCN?LjNMth^1i2hJuoBRPTjrx=ZlnS<OJ#ChNwdGY#?Cp+ZgJK$tT5!!y{0Qkt;
zZI9ge+k{R`5wyVsD4xUq{jrG$hVEl_fN!liWHP-h7Ov|20Nw4=-7`6nF(WxAarY)f
ze?oU0Fh)NA01`Xk&f*WiJ7kV2&Q1j6f;T@9I|(1KBOE>ZL_zP3%o*@8x%mKNh3R~b
ze7#%S>eo}1h6w{{K0M<&kVlWc;s+AX&N2H*Bpm1953utQjf8>!0BMh~+qa1XaHQbL
z7%`E*&I~{vBomM2JOxduxNf(qJ_AkgiOhUXCSy2``~C6za6vtR{kxb41Z^;T!7^uv
zPwY-UGB8f@AQ(Fw08Th#01-Hx48%rEleWZ|0!$b<0&HqYu36TU*1uj*`1S6I_nZTh
z`se2x2;Y48;m^oDw*+G|nURy)HjKv*?XV_31d%=?IPW`n;GM+GZek>75hTvX{TaY-
zwFNzeKHHCNB3M(%do5osaOcE`*vT`Upn<XdFivs921(dV<m2`30q}nFB=H#}4TR%6
z&QEwdpV!3X0QQ(a9gbrrJW2a+zYMFEf|S07v^nLKX<h~_Pr%P%-{vF@$cX|$8)gp(
z6OXx)H$H!0f78M<`M%;azj^Q4V=_)MGr_zF!Q7GFBnTM?G9(iaL`dR|Dl2_>g!oeX
ziKgtt_}<-K9w7FN4aCgv1GwAz$laVzpCtG*6Nx7tV;go;84?MP8-HH=WZ*#n%%Vr=
zPDfxj&&D^8A8sb=*CGD^;mlIwPBh_r*Ij+`nCwVMfs!-1@vxD%kB%Q!273|X#1Y#c
zBxZAtBOqfV86bo4f=Qeh9mH?EfRaeZi0o!Nh=Jb+CvC{$`~Ww|{Ths|UE@05#wT1x
zT>SL*#DSBve3|}T^PfMY7~6he<qaxTU3stn06w0Mnw20-6xKYqi93Qqs9TPxKblDy
z2Zz3A<n{s%%84ZSp8d}qh2>Q#r_;~WsR1gjxV*O3XZyw&ZKe@2AoRY9l#balNgW}3
zQuL*cSEshVV}+rfTs862qZb_1t6LgrrV`|RWzL<KQg>S|wNX+?1~7-(V4Ohwzmy)B
z>#2_b5@TVRiNF|;Oa*5rAYgL`H)_(ln<WrgD`lG6w~!V2OLY!Yw93k4^$@CBfC&aA
zNlE^0ICQ`#XfYdi{SR}D6B}+wZpyZ>If|r#!^mah4twoSk5-QBX<X@jH~#>h8$bS&
z>G(KWSN{MNeK-FAo(n(zld1ks_@BQA7)R_sX8!=q+ynTR3jY9+Vmha)NdD7mA=~)v
z+-@WjaH#VcBoQ!RV>sgkOzqzUj86G8AJj+38NE<I)cS~R{{V&Cxjp{?^C3~NGAA>(
zPkaz?Q{Nr3eq+21vl+*I&l=+)$VcRtX({`n$NvD1u}}Hu>HA^i000p<-)`U&1mii_
zK#llAu)y5Jciad`AVH7JN6Cyxc9Ae6=6iV(KIb{X!Qo8r*vaksZ!;!-;so(}>pr~W
zg&yD8UG(rLonQyXK{94$cg8b;ffK_j-?8`;IT;xJ0ox<w2+79Xk9moc24XRp07PxD
zBoZeX@3G&+4deqk%;$$(d};8s2NCt@od=yQ<r2XL2V($8kYo%DY#?{UlO_Tf*v<yq
zWI)>_M2_%t1R3ET@rmCsXK_1ZWE{wyhya!Pcg&4}$76wrg9L0QCyCFmZo9nU&-R;B
zm3M3AB4^B>)X3U)&Oj5Hlipy6k^nf3#=ve21GWco_Bq_0U#|0y(<J?e^q!(1tU&#7
z{bFZg4#Uo5h#_tF%DLn`xbZw`06c3-S2_SQ@xL<+f-y56rU}5ta(;Hm1niC=p5)Fv
zV<Wkp{^mO#77u|xAZ9l+_d5aKe#$^Up@IH0u{g|+@Eixfmf^(p;Q?KGu;O)z7|4-7
zq#S|NNX+juwEX3DM0O){kJoX&(ob=Zl1%4lB1{-D0)9*x1QQ=1aHMwL4tvakB<?$Q
z5+v`m&Y2qcid1WD*=l$QhV;nS#8SsQTHYssiB2}i5I)(S*o~(kLGzgGahziwHzOZ-
z$lKuY8H|mI*v@<%#t7SKnVrFqIhlx<n4h<4$%zxc+l!ZtGdzU}z5G45i<gZvJcS9p
z{5`jaKk42ehyY?^X&wA;vhSG$3>l2f_sp1_ey|BVAb;<OKPETd6X1-F5TCHYjkBEK
z57a;z;tKs-L7^t(o%ZEip?xyr;l{i3r?MnW{@b3>9y(?q?sMaUdPo8Ul1FKnKj$3h
zwqT4CA|o&X&L&`YA3u3B18w^h3}8kkL`nG{BM~MD7)(s?u2j8rCzURDaIN^mmHGHy
z_q8<Ewya2**kojGCvr|s<ZMoS#zzW9Vh%7c05CQf5CNPJHa*V^&U-*0fjbSL5==pu
z-aPRfX8?>V%n1fbIRuTwnfS*6K}*zRGRV+w85<vNkRCogd*Wb{Vh`z=oSE$><nP}g
zlu6u-e2w!P6ZbMej2_%&ZPqKr+>hbb`ihjy2U6KhI3WK3Dym#9)20l73xI$X*ei|2
ztpwEq68@#WTkS28)G6C=KUC<L=}%v@fUyM2E!9F(5xGUFrF`_JRX5OZt$gAV2DLl2
z@E4~Ked`=@PiYbIG9o*GKK;Cm85s&2Rm$k$Zrw#yR-i~xWtA<o%o%aclG9*Fl{mEI
zq)93hynhzZHgZ#MvsB-oK>$=-$VEEF!23@prg0>H4nc)Rf0Z^B+{3=Uk79(<+9^^B
z5X}P#O2T)KdBC!hCw36Q`~G66ElvC{`8u410M9zw^o34|r!&g@X<Pkvi|Q={TSO6E
zd%RI;=F)nC{-F!2LX#wfEe^E6S?UNuW})SE95%1YmF~*sE}pfannvobSC4E2xmX%N
zm;fn7%7Vj=!lZ(fJ1LlPU?Z=Asw%1~oKv+`4^%#)dY!0oZn~+GCC65!#!1QC<Gj$v
zkYF6*N%@(;1AmW^AV%T=`iC5V&YE&DDO;%5S_<ssI<0r{j@eu97Tf(I*KV#$iE#xB
z4LR-AQ~Qa@Q)>S4r%}{8RHXFvM@-^)Z&T<?)jHj-rm3jDGG$9st6P@@ByJo^)S~zV
zsFK>cjODNu#~f2t)X_SMidWsHeX=@TWyK-DMnMHC%5a$k5TQ6ca($1P)ok?B-xxJ)
zh)>p2grcP)QaYV#LodhXQ7HD7N!euZvCpfEUY91rTO5v9?2&Po?6#M#>Kcs=ql%R%
zQjkKDq>>0yOoak^q#S|{Gm#lFAgS|_1~G~3JnbFK9rKacs*7fm*3{~$VNAJDQVFS~
zhAWv-NhuXA5i209NO`ge!d3=H7~eU4c(sMUMg`7{bttKXf5ux(sYl$VB&kFs0;M!v
z2768^@$k=0*W+#85s+A|#Sb43E{teXxEoBwZ@E5TKpnqL_;Dv-dw@xkjpq|P?b-}*
zlnP3cxk*8S2!aT~3Lnf0NXRLX02m{P&JT=dIT7A-`WQGQ&LbW9gOy3jyEUb$P4vr3
zR8uc~MR-<(itgxXN3?D*c0Kdo$J%k;cyrv5x1F=N$<K4N#2CTiCUSe@c@Z7+<Zlzd
z!Gu0QIPbY2?f(FgF`RkfT(Z*oel131YA?dTX93}Aa??+7G$PiClegLoWBoo%kS7D~
z0+Eaijq#j)<ekWofJq04OyUUJw&dsc8{mV39psaY69Q&;I|2Fu<o1m2sitIQN@abT
z4tLI(R@y^7<Ijfy)oKk0iS9}Lfq}W1?qW0F5xLzHf%nLnnC}tb0p>hG;ciHY69!-b
z5_Tssv4Obr1B6UY*gqpbCv1(TAY_afmCEAOx0dS**1GAGJ+%9?ws{ekfUHVS?c2U~
z+{{2Qa|SpHkH??6Ac6b*;&u}e5^!g}AbFjHfOGm|<2)_9$%y#x9&<7TkWPE=ElY~n
zf#jNJLrz=GEfX<uQ(<w-J8!MUsSFZgdzg`#F(=R8&PS8Pz6_8gW<Okg_x*kc5zLHW
zZy3n$8%9h-VnP1^o5Cs>+;6zSf<IpwgMxePHPdxQ`|RbF4Jlz=!!Q8wrwom)L8U8i
zW%7v$osRhb01t@HMoB&+Wgv-|z?0)69tL9spP3vkuM@P4W=!_)jDg-Hn9m9@apY_#
zY>Z5a&yfaBG90Ou2-fNFJo2gC3KO1mt+b&Bao3IfsVR@w{5}tT@#LIGWgr2Axezm%
z^NjC4Wbedh9fbGaX#f+q{)`WdMtEm&BXJNSB5|=XI2(Wuk;1pFO{jRA3hTHMPq!$v
zu6g@(tu+IGmgsXm`xzh20B%0hC-uhXgJMo&Vh-LngNZ(8bD82Zxtw_4aT(Z|z{b%g
zW_VIgc993R-#LMix%k>Rd$rQ!B-+{3S9O6lt!8|!ZP^i!vEftgw9m|7z{HHf%z*$6
z&+GR<ZNHh5p7@^m+(E(N8JRtZ$81b)d;)heNf^N>o%1_M26F_!fKF$y+p(A{jEyKa
z?*h4dJOH>5%9P7p2jYQGfUgSLkjd@8oE*$=m?Y;iWbGU9=lUG@g9Jx$x8;u$jw2)B
z>_G#x3<QY+NQsEwaXcCFNdR{;MEpkbcN=uZbHbof!`Y}wttdwEmzfaCnT|FT1gC{P
z*=4LUuKmWu0UMF?{R~gqN(Un#NdtVxf#3)y&wRx2x0&%Lw|sogNCbV%kYtg!bCbV~
zf$=+tiOwezAakt+_k9{(+qmgVRK?+urbA4(TG~`!m0{0)_n!doi90GFjm|`H6Ftc|
z85^9OY-2tTjByDV2RVW!Fmiswcmq5=wvi%#&M}D}eTg7RfHFyt6rsq|+jQxk{UTF;
z;`_Z*t#uy5tQncfks#)AKe5L6{(zYiv6DCigSelG#71^Mxfk?Si=E0<M@0L`l}p_|
z-8dr$uA#z)Q?bI93F$BoNsOVj+HKy-?w2%Gthjyqb)`Y)P?St1Rg3=si=}-*DO+Rn
zAqrZO;ag$16grz$gx=JqoNZ28QXJ`+^QfgWwQ4GFP<%D8l_-Ru6)8ug01Awp0FVJB
zk^}+10NXkCwB^XtuClBm+e(Cj9Jnnst~@fHmKboQ*A}9ll;I7jT|G+)A!)328KWyj
zj)I!jf=EmKKUHxF>X9{-Azcb11T=(nK?ziJjy31%YAT&u)h{~xswb(}TvLl9aypbr
z10(@3nK86*%Q_u$%jo7UpcmG;-puK7rnS^(U3^Y?<z0lkrmfvSPR&jBq7bFIQl-$)
zC1OGL>6;%^@apLVI^${SCle=&THQf%t4bR~jnJ@!7LiMDZ|K<#stS;Ov+g>TbbzmQ
z#mPbxpi}`EGDN_iCj{&^1jz9u4atEq#7y8$Oqi27l1RsW_8Iaq!nYbyhV|i1{&dU0
zLiy=z`6m0Vdic`!hB8jZcgY|bf(ATf$^QTu;3W5rpc&YJPC?#geBw!o93v7=N!mdX
z=68<!l0?J~4)Q*H6>kS)20p}m3=RbQhU21b%GUPl7NGI1`BI0&I^XJtB0e*>nIc9z
z@BaWh#$p`Aj6m&xApPPt*d4|Jgq|TkKWL5TBmhZ2;9$=D5)Q``pSdtUZr!%t4-)z3
zt$eo~=btE)%Z_C4^+3G=6{ic|NR-U{ZT)g~#`~Btj?#&Z{{S+!j~R~`ji+*PwggFt
zm?m=__aDE4HZn2Xk~bhhBWXJfh|h72yOBIA`!{8J@3r#bO)2(eON~V-;xwSWVrSzZ
z#ysc0#2oqG5DyC{qye|v>|-N%8w`Rz+(c|hp2iL~G9%#q@g4Xe<8hAy2FDp4_d9mj
zVatb(RrbW!Kz!?!eYVp}SVW0G;%CA0=N-Yp_#}f`ny#vi(Df_tQ#_L?ai<j8<PboV
zs1*P}!hw;3I~#obj1!H-l6%4Joq_F;B-%j&2!ITYr*cG3$UDc}2UXVnW^~Q~XOXQ1
zsB4uDl(u6n+;=whf~wK%YAba$@qj`@t4e6=T1W~6qNbe*D#E-WY9Mtv)S|vB8$O-8
zO02hmLsXy&ZI@(}4x)m38?FlW)H;HK5<`kI2`Ru<jtp)j3C{CBaz1?KL`Z;s`{4JC
z>@Z-+z#wix!5k~_&xJW|>o`-DC~2rUXQi#~76!S?j-I^Qx{X~Ep^=o-G(GxdB*_Qg
zYpnnfMjR+G4gpCc39uUj;0cTl-bn+r3H^A@TXhxQ)<P+394rY+sU9WzRiuuRlFNlb
zDTtDug?69H2N{pzx@PVGyV{j%sU)AQvL&=IqCkZ`O7Bo3s3@qQI_jo6!ituaw~<`!
z^=IXsJSeudr-z<eX+Sm1Mw)hrpSk^a#DEU{hh&319bbPj`k9glfM>tn0Eye((eKnD
zPuOeduWTk&(8H*1wX_3(<ujx~g=7Ww6S4%St5m6`sHJgK^(?r<$eyO&N}F0pB|plj
zoQMZA*v8G;d%iclz{(%Cw(9rDMK9&XH=p}E#@I7C8)t|2&+H@-+i1iEcZ~SrGn}8f
z26w@j2eHIqKfep^2%PuZa~lX4?IZyw6U2q>zSZYy<-)Ndc7q_qtHcu`MkE=>f^!3f
zAP{hIoOzLvBzBm`#Bm;=eC9F-^8!x(4&Fy|zYLQk7>?v0fJqbNABmWZ4iMx%?5#^u
zzRE<qWWmH3iTz?s54OVu@D(2(NchN<t8Kv8_V70KKk$O|2cbU^&s6t*LGv4!x1L&Q
z>u)KwS1_2pY1iz?)EA4*hWVuJw0d&IOMbW9C~md&6gTUg@~Ym1(^aCyr>|FLo-JBx
z7=NKW{m>R(RP)E29JJFnONIMO=uTy8T`8q6mvmbhyI(Z5mr-13blvLg#hS9=YNff|
ztc=iHE9mGes;Ow}Dqf~-_Y&0cux}EScM+MwkhK}fNp>clL2Y3PW@SrDN)8dQqNO&l
zQV!6i#9fjS7x=0)2BPF_*4kz?-%FU{Uz~Y?x$Jxh?q&cJx8{Qx6M#X_d=ZS}&fX^z
z#7cybxh7|{&SFS7{+<uz;1P_;9&;Pu#t+-E+;`)D(TsEzu9mkCaq{wsXCq|xpTEpx
z$LXJ#Q`02i_b_H6Vqn3{$m~cWV}+0p+CY<^18AIVHanTe0l_e5?Hh^gdu9)14;%1@
zwzRHy%Jmc(cpm~Gliwq3K#b(z{mgiog8&{#<mWFBH#xV<4pocw9+XEh_5P93FY2q6
z9eu{vrD-)i{({d}sxGuPreC>K+H~D5W7n&rGz>dbx*95<VYNBXIOAE9jfM#CIgmCm
zM1p&bqH&h6y-LmM)~kg>^tQ)qSf;x_Oyljkn>|v+HQ6aNsZ~Od^|9)vUTLJQPPDfg
z4Y(FktQ-q1tTv*Blqex#Aw>%*J1Pk_QAwc*HZ-Bk#Tr_mQll-$EX6#=<7n@P;yLIh
z=lFQ@uEEL+k2kbuI+Lh04Ub*Z>a7z;QE#AOo9e0^rMFa4KXAH$<F>PGywTL6y=bns
z-RSDtWx981-l+5J?EuG|@7ze(VmCWM9(ecjnOv~^Dm@(fi}Y=-xqZy#deh`97EMWg
z^)IH&`fr$&^%w8p6t?<pCgzl<ptn+3Dz2iYw^Gp7+$yQjOpPsG%QbZs6fL_!<;Shw
zVfudN{{X3;VC&yXysUSV+?Uj~6bsS(w@m|7Dzdk4p=#Ao<2KqVn%XKv-Q1uT!%IZ-
zjIg_k+Hk6^6)RT-g5pyXO-ZurQ`0+AD|y^nVo4ZtZob^g<;xC975B35ttl_10VTfb
zhiDZ5bsR`ZBovQYn;}I+0s#kVlps`#>&mg&pG#kcYW+=m67^y0Wsgu=OF<{n#Z}$A
zpDOPfHv4tC>e?%Ihi6q=pKDc6+!>;>Rch<qT_%gtlxnnI8h+}{+OGcqU8imIR4!fo
zu}D(X5CJ5Rkd%SdCOT4)1yZ6&5DKRN$sBK%y#sZuKz`!tEp)^4E8PC_pdd+9x6~5X
z<r6Nrm;_1)9Va}Sj*QZ2iX?v(xg!dFJr6IfFctp*7+4H63XoJ%%2c2+CyrKGnYNys
zT+HvJwEO9DQIjsy9)!nqgq919lBt@w7VmoCO2Aldgd=HK5}#Iyp`{dSQcdrbtwBI(
zVrv@JpF-X4K@U`?_;o6wMaqPd`qDyGEwFzwLXx8e!q|~8du)pS#px4-o6XS?0I9l<
zZEz%$)AY3XSvX6Mz{W@B)9*R}<v<$0&hdBZY`gSSiUa;FOjM4bVneR~0LnOJGZK_!
zj)A`#ocHiXdmkOaBRg%K$dktK(@wYf9*j?gt@TFlbk~==fhb|b+n6W*PL@lG06+_U
za<u{pl%zJF%aCz5n&X?C*5+$A%6?;WFJJ5Gdn#1jmYZ4Y4MVAzw4q4|BHGRF;atrE
zOKAuxr9&y{2}D9b<Bt#P{vR9Q89k(9Y>73hX{u=5H1$;P(!7K=wKG!Fj5?G$(qCn2
zZPcY<F0|usG_H^q($L~Mkf3<MNJ5mADJUyNb`(;Qq|^YSl0{QdK%yyIRs!0a@y}f|
zr7c_9DM*;X%n|-~&IsBEpO`(uPUM^sKe)(&@DH5jM2QjYBo60uIR_+XBgSAz%t3p6
zf80!948i+M_r_4y&*7I1@##OQ4^G~S`FH56()T!dG3rXInVzS)nN>!<eDY;_k4V?i
z@~)1*NUr25>Fjo^6&|3Xs-o01Z_(CPU2nH0LsuFbbF?&-v}>xld9#oR$id9c*^}SF
z13P|+Qe*EKAL#M>LH__a?Fv8!V<dwRAf2~AeE#BRjjWuzlFcc%W}ci<o_)~k;jpx!
z*Hq#ePj-YSyJ0E~H&L~)k+f8*lT>O&07#$!Cb|K8)`ZZLrB50}fuA2>Ng&K*K_*E#
z69WK5aHlvkh?(3EKOn|Fe`O<W=YJc4_d7)SJ){xr->fgdyVfV7FHC6lSI#|K$ePU(
zimeYrbJ99XQ}Y(9nD#2&c;gIP=<gOyOUk`3WoD|=T~gfz_MV?o)jda7?h0hrGSiQv
zPHz*#<X@APo111`{6W&hlTIjw%(@F{C};p`pr=~~v=v%KZxtz0fgvP>ij$oI-fPt(
z)9=DF@frLqy$|vRo17fLs^%@j*6SKt{{W-)#i4eMQ+Zyd($%`8-B=o8>v&rEe%tgE
z7At*BR9+}`9Ygom?RM%~idu_{Hh)dEN3LH*{{V_NqhD59W0zi^b@j!|1^VRXowHc<
z6OZdXU#RVss=wKFt@`ytV7OZ-YW1}%DRTF3y1%Nf&ePUin7KQ5xm8lO@5Mi%E>Utz
zp5ClEL&|SaoX>BQe4Exa`kI$m^Bw;HZ47DiZqWLk@uypL=Url+jhp7Gw^;P*?iDXJ
zNo_^g*VZgkQ@D8g5A-c;^+oB=)X%OjPG5vG9KZE1$QoyPc}>h7W$PV5r7Q0>^mhv#
z!ox*;({I`Dm6n=UbdIUjI<<=ht>!B0wJw>{H`=?UuD<4=y(i{<rR??=#O&PjQ&^AB
zO_^L}r|}8*C2*!07>i5^R8Dt7U9y9;nR#NR%mk?^+6}2IPVJXmDMAj<c4~r@Cuv1n
zAlGMVxl?Ib8gQgh{9=78@++O*g?&B#A^wrM8>78Ha;r|;uKIIc+3r^F>`uMErsb+F
z`ddoVs@ri*2llq6-+yNC#YNJxq1*GyMb+wbT}QNQe1r6@Mfhjd`aJaj$Ejp%X8mbZ
z-8Ee|rZ?@kZA3H;W5Yyg)1z&=-jd&O(^`8@THn`>+^MeGyHsjcsG77~9jz3|YfMzL
zbov|hwdyy}f8pckH=mw{G)FnF{;{>6sDyKIdS2mXzUZBAr@1rCrLNs<X0uaWbmp<3
zUYosW>#Cf64_X|$-V>;F-I|k9X}apSwSCIJ;*y=jvimML!*wmR>uxTc^*okpQiY*P
zVdYahPg0g%0HMQAP{ZL1CAXSiO2;$VCZ_QW75Qgh#bu=B@m0NqPM2PnoSBdgCS|ss
zRL0c9jiuE)EdKy}ln2@yDG3x%(|Dy00s;wA09tHP6hH=)usIP-iJ+`<M!)3;H#tJ9
z1Dw$1uP`}e_NAmn(@iz5^qv0zM%P}gi=edKn7mo&@ANj>+Ur$Kw)<zVp}SJByM1jn
zdk@joK7|rC%>n9TQgX@m>a|tM>!@^-PtzjdNd02hUrdUM%4Qc+M_BW9FDXewtN!8s
zwpOJB)Xc4CvL3xZ67NvIh`0NRFQ1mKS<uyTCr90Mj+(jXJvn=|-nAQd!(lg@?z+9|
zT~({D_v_tznsVIv4A$H1R8?+V>g{$q8oR~S+P*{et>}Bwe=q+44ew4~p!pHcZAr|}
zP}=f>hUe-lmW$MSF8=^x<;6N_>gwuH&YsiyX5XpwW0rf>zLwQo&Z^W`+K1C|w%iL=
z`a7MyReGJIX9dMDc`P@!_+*No#oT&HmV<tn%(T*qlET=YaipqI#izIkbQaa$I2uV>
zLX2`aG}b30I+>g$`G(fXO5H6jN!x88scChzs*W|Xm6atxqybwJBh{Z(+|2wqxtFIo
z7pcDvn#<+Vj;l)Ek2tAsw_QzFUvIi5s?|-T(|Tu8*WD3r)^)AYYI@y6Y_K^^r`V!;
zz^Y0r8kN>lBf56`c8T<1={H$&^VRpHs^&Sl&5MQczEE>JQ0aXaajDa*r?Wd*O1ov=
z=U6pfpQ*Q9nYBLkHL8}I_<}CVr@y;LPi}3BuZPVS>Ce_)kpBR3?Q5iYMb14tN6q`K
zs?EwxMAe4(W3lsIzTsZ|Gd5ixbg2|}&2dWV>8c&QTWys$DmrU0cIA9(p332?SJg+Q
z@5d6!q_k^ZoxdC|NcxS{9L#@GCG9Dy^|vc68anCAeG7Q9-d%rCQQLK;UW?UhsWlX~
zI!ddXXsf(e&{w1QLat)o)vBxJOn2m2*-5GFN3)aCSc`8YH!C8`3<ss!2`tQ&u#)35
zI~x`6rNa&-(m`mFqMuJ|w<O77@)OL?x|wHG^yBKBb#srcF9)T&m%^G-Luy)*wx91(
zSwa#N3P4v<(zculTWd>+B2uKND0H2Sg9M$skMSMHqV=E5=e;S?`YEUyQq#(6y;o0n
zt-mvAs;AUKncZOCvUR)7O}eQmzEV=(`Ys7oT^&_oX=rWK3@@hJKpDhWX-`jIh_9_1
z-y**VJ8qY_=^ZV~OD3+=nyZ-l-(2$hNHcf(i-j%nxu+}iUbNInw$Zs)qb&lC&!eud
z8v4ui&68Z!I_N03{{X@_k~gk%dhzCNmFF)e7`<{U(-x=K+D}&V4)0&5wYMhqFEF`y
z%_DdHJA8I2t?IVhKZvH~NcB}E>cepiF-?B{4_c(#o$_JwciPz(rqSGbGiaAeXI8nn
zHe5`U%GgOR$}VLy#V!{cJ<*m!s{pJgyF#2D=3}<KmztAmVqrzcrOGGerB=h;>vK&d
z)i6@$cBy2%HdYd@^=L^TE7nj%W<70HdK0T>lXV`8RjHe({sX9(=FKjkXHv2luBLj%
z#*|VQsV(#k)?Mn7)~2hw)>#`>t;$#IfTE7DRM68;)D!-KDg7pL4Dvne@%2iot4o~j
za^T*-W`(LHY3stZ6*X|wPrITXsAE&E$4{o}^cZ2f>pK?;%hesWvG%AK=}+QE&ii$*
zo1FLO7pHGX+}pSMZqb^Bb`z|$zKNu^@?P6{wkn2({Zm1xtn+2H*q+pP6|--qw^?ZE
zY3=H!crg7c*}B}mcX^lUW1pPzOY~F?UM+fI{{X6FShQ6Q(QMQ<(pVKt+^$r}e!k!k
z)qNr>>6G&p)e4$5xovGvv{l*gFOnYC_J)3OZb@MnRvP$emnY^LPRl7mT3369$Tsq(
zTbOkT3qAN{Dh@0uZIu+KjeE8j6qX-`7V#Wna%xpenDj)<?Y#2c4k*gvvn8O@%`jak
z2yCdJwArG<0aw>g;VFLQA2YpI>g_jj<n<4#b?9zY-?bHgDrqeiEl8H?k#@8-MR!=$
zYNybNsAjc?bl^s-y;<!H*I$}quI9zTR1_8d>1p0Y{u2KHh>d?U^lpjd-iFis=H-T&
z)HbbA%L`SKvy}<up0TW?v!dL+aY@UjZ8R54osQvAZlbB8rK!{wi+xjiih}uQUEnR3
zK5BmfFG<?ZmHz;T->iSc>y@18<|iom>7=xeHFSQ7rJ=Fu3-*h-Y3&(q(>MBS)$YTn
zC@+@nPi?EdP-^`+i#DS}P15QMeJ-UI2I_RilfB-)d-Z2JxudQ%?y=@(qt;hyooTQ2
zOS;ooT<A*{YJ2Xca`MKY7dqQLnVJhJQ&+lLOPxJCR_5s`t0`%oVTRPpWj^QF&ys91
zRd|G+ABY0(2{OuA#HJ-wXAUT)(q<OpNerjaTNN^1i#nGZc>zwi<qp@Dc8j(6h9x?w
zh3zuit%l62PdX+0kO~3_+5y6#e+pFC3sE2?AORnA-kbjb$=T&@n&eMDsXbU#Y3^+E
z5#y<E+=<s*g}-Zy1<KoIuG25vE%a&AH#&x_x{~Qne)@Ja<sH$x^&LerTBLP7FDkCT
z<-^n8r9NNk-&<M>(}%6=KQMhX^7Bw?`|h9By7sP~&2PI{eu}}W?|Nq3_M=^+P-*IG
zhOw{HP3ih7^2N^8M608kl?LHvwz?}Uy)^zcUx=rs2P&D<JpTaH`u@W8x|WWcNArHJ
zr<giwmZpW<VrZ+{7fOWc3U{ff?Wv?w7Og{TV&IjfyUK1<0;b<t&Hn(1@8a=z{7?By
z$&O6b`f9i74rl2eVqEnFR=LtTf|~1B%uBW6mAf6Dj)z6j=!#2)p;c_x)gr3Sbxx#x
z%ab;`v|cL|Dp_~cWF)(3BQrBAJu=MvmLi2RF<EJ@>D(ZRcS2`dk(>MwA!Qp(v9^V{
z66r`lT2D?|<<^uGqhV+@*eR%XstO@WACqti%w?2f{b_y?Hy%z{^>3(uPCDk@&5uKL
z?bs2^zfl(*S);4j*SAZXG!%DR3p#&J)En)d;cL~8-1Pke*IPv`vi|@}YhvwfxV&yc
zj+>r6S@X-*cdAdr%hNZc);|uOVA;7<$f{0X)AFyK8aGPo?SEORYBbiCtkQ^0WAu7f
zhSzVd*4EGC7rVl!X}+eq`E04BwNX*f(%qS3xLn-iU#RcH%g`sI3pYJE<7L#|o^@9;
zG;Ob(-jwwpD((99%`17;Ox?9+tFaa?tGeCa)Hdo%qt>=<9?dFruBsGQDoYhLaY42H
z1p21@L9gDGdAaC!(^iY*o{?68^`Cao8Usq)ueT~o8`=Z=M^{H<xY(;SrB%k3*?YU&
zKaN<dX((!MHky4=cDgT0HtH)ByR!H>j?&H73P_ig$K7Uc7jq886EQU+m9vCPfa8-W
zJ<BgntpQHVlqK0sg_k9op-K*DY!33PTPaczwvdpzm70XmAECAq2GI&mW~5*9BCK8d
z#;c~7tf;u#(A8tK_iHe!c@&DSqJ0QZs;6nwNl@c1)1aZ)aXn2mwwzK@+PM1C{5wAr
z4q5uK<^KRHKMDKqrac{@bjGRl>8trKYUkxW-%nI(jSI{a^2UzGL(R&>YW58k%DU%z
zvr*UG4ZZp*(Q{`{Q(G)oD@_YJZJxn@lndzp0Px!7mXOw5+M(2%W0l^jzq48vzew^U
zO}T5gP;(~NS<DwLI=@!AViYT=XHZhvZ#8#{+npWKjhARNlUDaF6&GzuM|I=l!iLeN
zs;XM8(z=ee$#X$ir&TputW_{wZEZLiON*zkJx#c_TrJfUEw!lyN=oHjos)+4`vYom
zEKNzc+T2v5kD=y_t{@pk#M?<jjG}e6iqqY!l``Q=jT?s&G!ERmg*68tpeRC<T!|o*
zn_Ol%+CAg+@um5>_&fUM^%<!7dFg{)`qSl4FS&PL%WL+ks?&8%XcgS6>g*cY*{LiS
z+6x8l(DiMnSZN9^B}u4FFY!7{Tl%s3Z8C0mJ8iYT&+<$Bp$|*^tkSogP}id?zPI%?
zsIS`o?@g#{ZrXa=V{(&S>YJOinhkek(^u8nt!>$Bo1l7<!KWznr7bh>y=T+*=8814
zen0wu_4n$F(<i20dU{ReMxW8TlT3P(McUh|@Aq0OwxZU?zf_`z%U4&Ysj99CrEcw2
zX>Ov)NlYm2v}<<rTXTBdS9nz=T^DveN&XSsx8xV$dFk)*5#^q!yz5K7J$8cBJm<FF
zXfHPEyL-3m`n2noA#F8nQd%f2T*`KXL)ToYX>HZk<b5JTSKF;x%bac@gki4DHs5Mk
zE=*6%$zhUHl9Mw`s}(Fu5EnelF9u~3F#C&bEH<yg9i6I#0-TVg(Dx?DN|vxvk`NT2
z4#^{FR1~Q-p!WBVmY%D9aQZRyiR)j~KA`+L?mV{Bo}jtcf9D>N*Vp==_bGpqwVL9N
zhNDlpPolLQKDpMFwwoQo`EzSPEv0D7cAKaohQU*9{wGUpvUX;V)_11wO*&K4H{yNI
zj%{iWSe)nPM=Pxyq314|x81pQQ)T7dw^>^>=Al&vfYBBm8BJ`q-7MD&C9vNpulmv3
zrQx~@o!YEdUYv5KhCZ!*O8VOMN%%5ZG*-0qQ_LIpFgeqpEDfhu@?Sz-`IDy=WYZ35
zO+i7c>-6=K$*Zn<R+CiFvf!h=D!zuE(O*e@ex9O_PBUq{Uc5#8B>w;zJu&!i>1($r
zxrgbN*UbGpf7kb2Rj74Euu#zRI@I%Ynt8iTp4`pqnN(Fvwd#F0ZodRqRM0Mpw$E=g
z$^IhUJ$<{cOJOf!l6Zz7&J`@YN?#XpUT#YZ#1XfMVeQJbDyG#vH0;q~C|gVQ8B0QG
z#t^3%slKUNTU%f_LN-vOt!T4uR4Th54XRf&wWzQlM-lTvx6&uB@5S2ZRO;$|IeI?k
zUofdvdbn0l*|}d`p|s=nw#`M-s+Q)e+eMlEQLZX!%dM(`rl^srjTJ38O%pe_eR<dP
z7w^S4)H;6#-e3BG(eyr&Jt=9MR<h*xJw;}y<{vS6#Y3d@g{IwZXH(s8w<--kuPXF|
zI-237*}Q4HHkxAF`~v><zUip!*9MS$I_JKt<S(s1#9q6Z_i84+J9>HNhc@&zC-7En
zHtSu-Lh0>5n+>;A-!At3I>o`2IZu12zUoW;Rk^CypAT2PLYiu1(z4IIw7-NeqOMEx
z)A+Wx(){%1=i&LN`3kF^m*)QfFDvg_p5=VzMMj{pUKe+~v&&sONqA>L+BEH!?8|qn
z5xFq!b;XM7`Y5bMg5<7u8C0Z_Fon%Oh)K^&;2_~Ls*`6C^cm)o%2zU#IJO#`#gN*S
zE@k_`myj0VK-mrrByA|Jfh8()*C6a|B%0EKv_UtrZI=V`sm_jFX`fI0+~!{`joFQP
zaL^j-RcT5Ktubub?o?I_?R~b}e@d8BjK58Jp{1s}QY8y<E>qPs@)Ft>()iJ|_KD{I
z06FSzM?z=~d(0zYX^M-jCWO*Dhg36QrmFXoO8t8pe&1eg%~YCdgfmfE8~4pS;4Nj9
z1agkA<YnucoaX1HH>A#4Yu;mWqekofR*g1vrIS$W8-;_GXusXq(i($Uy-b^(b*_o~
z9RoENeNA{(HHo_6S2fhEdo3ruAB9J&KV80*t^T8(^jpbV&T6At*fiT5*|}S+H;qsI
zlecN3sA;s;r)@Te%{8@pcB52YlTWA~ZTnRd_xg5j;-mP5k+a=qr)C(#RP3*#Oiwh_
zp;J@SD3C_e%4jIfEO)+)r8cFl2-#NCfh{DEt)ZZlf~qQ^B%7oa8UdiSK-QXHJ4cq*
zu4eO7Na?LX%eyBqIf140h5Dksy;Y&DdZ$rX^yTKJrk$&8&AmgWsOzb%mnYw(q+;J%
zo1GiWa-NmCM}nGR4JXhaQQwBR^!w-&(<iQf_rd6mYySA%PiNDIlQ#Pyx9Y7G{9i!V
z>yNFdx{XV6{x|#+_+Yi_YH#3HVP^i&=!)NZtNTo8Ex%73qWm4XLCrtGS58<tk)e5W
z$^Ly@bgko@P4jf=1?oL#X-k#2jbEnp!s;up`g-eNu5RB`ZP1rneO>DI#apc1F7H~{
zxnGT%&+xMSmgb5@-I%uB*I_TM6t|j-Wko$3?WUp1X3FXkYAD)yZltufTdaL8R0Y$e
z=M;{k#9=twJ)xPJ7+lYw{Lzaoj7h&oVeyHw5bI2ozgjYv*4c3jLX|L-vJkX{xGSip
zi%A<pXe|LqJ4e($t!=|14T&`o>K3#7MR~*PCz1Y)zYqR+-ZW;C^zq3Jd&>)F_TrUo
zSv4gVmD3t#o0XQ^mGb*~xE(arE``uHEm2c#T}7+v9ILs$n#!u$W^MEg@n_;&$UjUz
zn*B<<%MVFh@zegHIaN!bw5{phV(EQfrggoU{Zn>b(c8tIp8cdQS9>F_TIpK0CZd|2
z<52Z8?>OB@wC__b`ScHX#N%-T$n7yZW@PY$4Yq?jAGz<0Y+`X3o;j&}DXA%jmn7ko
zlR{?H?jFhzCFUlk-9xIIbwn3C)D)~FB!r&zRTcs?%F2NXs+H=|WSW4HO`X&_>#d?g
zX_5dRBM0YlcMvdf9Bmp$N!|6G_R(at&|K=(b-!3_1^Z>Ls_43Uy+d=SwOgC|dSI11
zRaaK{VuFv|Y0CP5npPBCP>%BY3j8&B?f8i^&k@MWri-Px@-s@=HBIi(sxGfm-8B+*
z3N<hAt7e+DTWPLWtEFW{PMNBuamqVYO${YQUAmsKrkbwjYNxpU6naYaxA-=C3-pV1
z(;5!LsWqRfA5a<!hedOLMyEzQc+}cgn9kAaO$Mi5yX)4dZ8j|;?xy!|^|l=)s&xu&
z+I2L#lA6G}`<<GHP;7Bt(6=Vy<m6?a#W5D$WtZipP_>CJ{jU9|XO@IGW!rUtr82UG
zA!`8&QY*AGX`r$;)|QY$h+3<9W)cO|NuV^Y^O22TM1Pat=&P0%-6+0ydh^m;!sZ6I
zsAj*GdUHWrZLV4Mj-b){dZSkAjSWdbN2>34Jz;0K(AplZcDjgZyStihy5UDnPeWa9
zV*OR%KjInqiu0%O0n~i7cbt~J2SEP-BdoXm2c>Fs3sniXTx?IjXJIv!wU0jXE_L;4
z)9qaAF4SnDw_GdkHPtqYE}ye5-C?(V8Y7>)!u%3FC)8OzMe>JA`jM&iiOl_P&Awe~
z8hui0o#pKgs?+*DzS~8qTh(k`E*E-(PSthFl8S<_>umSC8?Rh7#rl@}Wv9|UEBfvA
ztLRIgzLGf;$}UCvX4HJV=gx|6PHG-wbF%rTv}J+ae|t@`<!aT;JpPWkBl|$BrF~Jn
zKU(gb()x1UcV_8n(ppl%VWqS*dY5M&#U^ny&*BZtc7|NdE?Wx5&}18zlR}$)x%q}=
znC_P@)0-?xyxW1t7UM<M$wG)4u7m_^ri~hHDF<k&L~N9TO+g^lK#B{2n5=le<aZ>9
z*!J;>5;KwjKVj{s;LGc$(eI+Yb+7M!srd<0&3nz#qe@*lGpp^IZ%%4k=Pk8uwz<?*
z-E{JAu2WWNZAPTILj9jv>AI%14W!dn(_3mNMSIGt@g%{CJ@7}|W=O;cIS~;MF~T#9
z?oY&KCvar^nTh+4LB#Osd|F0h51KC}iG-yt79Lv;fR&|VW!A`2K`8-aC7`Ja1u7yo
z$WcO)p+ZJg6&0qS*W0eOkGOAHT$}tHJ$2oj=l=jb{{R&BFPzS_a^Fu{Xeep9m&q$#
z#ir;imwi)hvp1nFboQ$Q*IJ=ZQE1fG{Vj2_+fD7tds^<+Jx_b2xmNsQ@@}V>)O_CM
zU0*iot7`dEOU#WAQ_RXsbBku<SIg!#HL=}kO>cR-ZQ;giU(<-WHA?C&7gZtkp-Hz^
zs0vp&(o7Sa2<$}TIPW>k{+ttozhHMJGY5Esk&GOljyT*80bUI%{F%jPXJyvgZA&)t
zW!Vx9p)Mq*P)oGfKv#GT!PzaNX8T21xaW96wi1;L$f+vJ>1`8SylcvzL!XJa;!Ekl
z{zKTm4!^^8-(hpml_reS?%(UR4u;fp8v5bQ`wuoQI_A4sTQvtT?XBwNQR*5>I}5e9
zTGUWqtNy<4V>Ehp!ALDvf1agO)G3DPRP)QGWyhUnoVv2ZZ&W3O)H=&uMGd&}DVR&{
zBn3K}b`r9n(m<_kw%l(w3JXQ1hO+5(y4KTMZFbvzGu5^C8-;W2(@{`R(bFO7ipt8m
zml~(0rl)OhJo?bnNLz{k`VHxu@Vxb5>TA@K{*`UoTHDHAZc%6#d8J)o=VfJPfviS{
zrM}s$b(bm%3Y&FR%IRK(UfZ}+S?TEoZEdQG<#A*RDjJG}YRXIDU7C<vYMBi*p89%j
zZgu1;YGuQ)CMTwx*+F^LehfVDK>R?fkz7ezq!KDl%2E;z$fY(?k)RZ?u2(gWJEz2L
z1QCEc<|KcP#|aragyT8+fN}v5kF;(~cRYJB_+0)Sw!cyT0Eu<i(x)@;nq^dch143t
z{{XJ3UtKn!(>nF8O7kAWrge6Zw<6D6?H-`F>OZQkG&Qsrq}%Fk6wh2#{aq52!<=vU
z%<2zJmv3IY(z5zc<t@9D9J=M=8|BWS(l&h$X65yj-eqY^)}Uit-YlAO#OkOSvsK(*
zZkE$j!!&f&cKRA++i4iIi+@%~#^s*I6N50@uQ~I0#GaWz9*)B<Ehv^slxS3`nypRj
zR)Mu`QlcH%2-`FRYh(*lkOgT?1*`Q(L-_}7(^`|BypYq{^8H(<^gY*_yt}dLok30X
zuT<%sDRkDBwr|&pCN6ch`+ApZp{=jFqL!}VZKHkkDK!<;NO{`EzTCeOFGhZ^uDqSn
zzN!5+da%`gpi#>03igZTk1sUeD4W*WubFy#S=j1ye={px)Z<k-akN=(nr4>p)}Xg&
z+bw0P^=YrTIZ;Pvuu&}|;I4O1W8lch*a#qZ?mqbA@AH^{iT6Fd8GabvgEa>w{W7yj
zXuERz(-$r%HTI*nH+bcZbq1l)^|p$%(p6gTIxd>aeW$l+WZlhXqr2HOJw~P0dNk=B
zPt7eiY}eHmuA$q>dBx85dD$dNOt|CoQf5aGYE5#J4ZegI+fwEmTaB59LfUY$3cH=M
z08mPkxs+bOaP6%HAuCGT+6oH_8zgLzLJh$rihu-sn0meRt@wp<50sh@m|m*%jq62n
z<C&KVYi^is<nETBe&KdD<9=q}bFx?&r>&>1W{REKq@v`=1r+YNPPZ9BaP+R#%1(Au
z=t0iQFD&_#d1Y^_W|_`v+jMrLsL)p1gOwLrMrbQ_oi(-HJwb4N>m}h0+v_e2)V!N*
zYSO~mVa1Q7Z^vgr`q8@EeI;_gn7*dd>i1D|?&EgmCoefq%l=L2%LCS`wb^an?b}FF
z*e<utM*Xg=-D>GAZ6I7&V$7G=dr-XHEn}A+uzEK26|S{bhSL84gYT>RHIvhir5ek{
zW~%2tvDF%T`xnj~A6aj!xa*5jZ1ozlqR7RDuTtI^wA%Geu-mJ3ZEX!b-ll;y)IZwI
z0jxFqJ2;Fpvy!t|Mj6@ZR*c*8lQLbOm0lSv)*RE$H8VFUCFt_+%+8>&8y|pdOgsV*
zt0ps_ef&aUOP`sVopnv6qU`g_n{i|DTU(B)YVPQ(q^U_BwWw(xAhW4;E}~|p=XBH6
zdWotOtLv|HG?lGCNZVAzfmu~X+t${Yr)46jq3TA+C{wC+C~@U4zrLV94{mRA1JgIB
z?^Rlc`=sl%7pcpY1-F%UJ2k@PTd562(uvER3p$wHta@RaJxZuqsP~cduCmMY#iw6w
zPoXL9_b+{8@(1va=g+L}M|yhFx?k3xBKf1E?6w;RHR(Brr8SF|)-9IXrHR|c4f{`N
z+pd~vHFbCEg7q-AF+p#<Txs<4ttP6;L8la-BJ|%k^?yG#mnXRk&mMbgDql{C=C+!m
zMNYTWtqVsf^tIyh?V9hbX_oD(`%PnR!KbfR8_n*H$!Mu&>-2uZHp<$jt*B?ZO7^F;
z&p6xi#ZtIK23~ACHWM>5iAg;ow_IhpZJ$Vzn3tF>1tH}XxDrx;g(#Hu<=}W-Y{F2W
zl7NO(w%S44O$bU<8m7oJ*Z?G&8v|a`ejwh1ufBjOJw4W5d7-8Grg`Vf*7dDx8bOwy
zrO?%l(OA~~hPwGla=6=XPgPaiE-JTFQ3`5jsI9AZo$B-l9~>>|Z}9;2E$H}j2|k-S
z$9m-=xvgcOvFp)6Xwvsj;}kY;;-A6aZOu<(zcpsPS^ofzUJaK~SQl&5R)KV`{u^|p
zH80L<@h0T|0Htn7bDK?Q-$~x4YrR$Imoz;U+Vjk+>#a52+FRXi(&X9GCbrtk7P+=D
zPAbb(scpm};Dc1sTv}hK>R%$c70sVh9NE#ljpSyHuI2|db^UE!ze#Bub!Dd8QFMOW
zX}DkRYjWj&ueDh1ls3yHs^xdN-0t@)eYV|gpsTE{t74j+#g0P{?Ht7B0^ja|QdrcJ
z%&KB@=d3B2HWtfI8J5>GB>3*wOsZOKNmRmAQd$!Wqm)u~*MUkU(5X`~DDp@Ma#`h-
zB$VtZ1$x!n3L#qsHK|B6+6SuF^B3#5Q84YwvG$hi1v<<1F1pjCfRL|swS`C!X8>$D
zLy|hO$)ojsO?CRIRCE=#TB~AeOHR6mpLV+2RN9<NNLz_*LXpH3l)_~zSOcm(H}%i>
zLHe}(Ke<cF-fa4rpyiDXpPJX#w9T(g>78UXcBs>uikg!3aDLaRTcfihPBl=?vdo)@
z)@jX2sBOiYrLl(V)o^a<M{MdpqisLwJbISplKo?+Q?co(RrkZqBczzUT(8QZPM5tq
zVs6__XRf8Ywz{2E)q;wmuG>&ux7**UtrS-l>CL*Yg%eCZ%h<ewiJxE>=27T>;R<*+
zwxu;L5NP_<LWaUtp7BLACZfHGD+p;4?<HtG+h`=vQ~;2bAIS!RR|bPTjB|Ca{baqi
zmn|1s3yM^bq4bq>?-YUtR)nanCu0gqR3=CmCph|*?kFWh2u=ZjKml1D;Y6H_8Sr@E
z{{UGO-kGR<OY?4v(Zy}f;pw7|{>3jTt`~G_rtVh_KE<ZohwEw)t*I^gskGGHk#Ti~
z@01iZh^JdfRTVlCh7rcRr=Ztb*I(#vTj<;Cv^ULlt2FM6)9u&SI^CVC#-_Vb*==UI
z3T~yQXvJl1IH-LzkFADFi$hL9ZG5W}X?9tumA34<TwxEXx6oR7kha5x54K4yxY#8w
zps18BDoG}hv?AnK-hzg;xB!Dd2-dr=%d)pkEvD}w)m-eB+LvA+nxCg_ioyp_BkJjW
znvs<$UzN~gOvohh{m+v6X0xqU%Da`J#jEl+){6QzfeOiO@QSxGMh$QBq@U(9$7B6$
zdVlBF;nmLX_rLT0=gRGMtdpgzn!z_tSKaj`Rg$91e{JN@IGcu|(i%>y>I3w3)YTO0
z(^TqZ>Ni%}-lckt_d4rr=Ps739Tn)Wv^moyZ&RA8UZX#iE28&bS;T&7R3=CpPfeAY
zm7bSoZdKGjFEH9&W#m_7#?}E!l1K)Gc)+Bjl#o(ExE7(@X=Ck-b=O5}eKe{Qq4h=P
z`q89eRg~8>P*5V4xnKwBC@Cv$w>nD7MpSx{Uh-{^RRyIV!&_TQE@73-?Qf?`ZR(va
zg*HiPFBWR8YN&M}sQYz=6_hWOg#tx02>~Jw<wKjTck4Cf9_6m*MO>1QqMCY!*6K(*
zI>0G?q5+<l5S2tIh$$yf=7pvE^_I<QWk_eL?e(uztMdk#rKYN3U?dQy6roxal%+s*
zASGQXbFDh`*%b;Vg4H6P>T;w@@Ah!|@03qW^B&2mQsZs2TSHR9Qm31!WIE95D(MYB
zPNkKD87pa}NXi0XMwX?zTd1lYxYX3srk%D~Lr;(jiVJCVOg2C+DP_XoEQw!OP*Oky
z4M9&>^ku0Hl?GZ$No}#xy2|Ime>&hnan+Cll%ST7IurfdX-ZSU_x(Xvf2{hNgV4)m
zLY9>)DsG*!U;&TL>co4lsWP%41fd9RI295oY4!8GSlaKpve&4>n5sqAik+n^={}uo
zEvJ^Ef$vtZq9dU_T?uJVDX}36QCi0uqn4Uy1B$oZsH%{F-%D@x&{VqPgZ@pHY615M
zBqXRi(bRBCLX<FD?E~y1%tj(SNAw%1?I-k{fdpr~ftZ;+<|i0NQmWH(qbd*4zJ#(8
zw;V!!=35H{psnUZjDSEY0IwtSBy^rJ@+WQgkuxOVfMaNxfC&8!dV2cGLPa%G?1d;P
zNp007wUm%k?lu%q<Pexki9NB7GauR~9_#)mZns@M)dKVHvFuiKgeeJ2Rg}tUO-2<7
zLF!oRT&YV^kuATK>0^~Co}PP+BVU7`kUl?Ifgpi_IFBQPVc<bBcHF?u*d`);lQ|jJ
z7pH2nhVB-Xt<m{<({Q6<sWPIY>{YE`U?*ZoAD5)8(-v>2GjFe<t?Pf;VUYLIRk|QU
zzfV)`gf@RRR_+2ylro;ATK>+t#u{h;03GlBMq&tpdqA0x37#Cp{{T^moNeR-G6~2(
zelIF*mkKnkRa8|CHifCO>1g`}#Ha-!52jjLlA{Nu#T2UwAc4h>{{W=te03hcm?OB5
z2^cvCgiCus<-6ewnDK+$0~_GuAV&LSAGD`w#`C{p1ZO0JB#DFfJV5u(NF>Jj6Zgb|
zcmDuS0VDSq0|yZ^{{U=B{kTIs{g(ZoR<SJi&Lm_43D}c6{{V=O7zq*Be0lGP+A@6a
zB*}%jf!qzw0q$qc_{?|*f<lMyou{aiGZ^v=_xX^8^`@M(_~rXyf(}SBAPk(HzvoFZ
z21J9~c`U#r50CSs^`DQ-d*vr!4-wyC+z0?|82OWtF}}dZ1ehD=_s(F>b2A<YkZ}ld
z(w`0<&vZOUBnTcnb|>fJW(L^HKQR*%ylxIL*bVdFbA=;g-@(ZMK*8_an3$YL3lcY;
z(Ib5S0HgqNVouoM4-dO5Tid0t5}lGx(j)DICP9qGF%jNJ1m`9qAPEu-W5E4ze82~S
zW_N-J8U3JmF&{n#+yLzp0|0F^<oTVVMgftY5b^5X{{TDMBquoA!Tyi{86D2j4k7~1
z`3HPQ#>2Uj6DD>OCxtkV+-xVRbNT=#ar*G58~DkCpCcV#Vot-(I7RE-*NjR?-?0&y
zJ@RuCnft`zIAobU!21r-Cpi-{h#B$3JoOyy+JEo%7#)n^PQ;9ThWn4uoc6?xhYqrY
zPEKY9e8lcB4#IaL4~+2S!1I{wbMQd!1~>c3nB#aE83dfkIUDU0jQ#Pz57<wL!5bd?
z{(~g^oA-5|P#5d3WJu<7ldvZ-5I@t81cM!kkp^Sn;9wlgZJFP&IRaGTe#32mBn5u(
zW47Ns6PyDip4lHU1`Z7QgXBV|eL5Sjp#8Ax-RIB39z>ny1PI#(0Q*dj{{ZWT56@x#
zkRZt3JB)*z7!i^V@-lLFBw%(JkZ@q+j{qO{2lH>72r=Iz6Sm-)d%U-G`(YB#dF|#z
zp8o(T9t`6rXe7*c++t2~oF4xG5%-cfK%be~a!$bb_%n|LgWVJ097ImSCU=31_df?1
zSI5um>&hlp(@whj<tI23G7QNk0UO3K6Wg}Hf?|Gm&&EXTNRK1Qh?5Yn)4!i4PIJCQ
z6BFJ#S)31ni4Z@igENr;m>tg&9eb<7y>E&4Kj^{n_DqS`8U6T2efAj1obNkec8P)j
zlf-aAleCOXfsvD$oEY!(#_OVV=)PQo)hR#2XjF%42@scDo~Eh6I6mP8Zun^=7%CHM
z?x&SJ_2s7E9$YQMcJHrBM&G4qDYUJQqf}i`KBe{|jg@{^64RJzw1pWC)v6YvB(}mr
zi~!){itFwbH%iKi`o)#hRJvSn<D~$QlqD&gAqeS1Y0M!3IgU21b*U41xC%N|O}5%g
zYy@F1Iw3B<g9Ry%ZJxofRwLb48Ym!x`9UD><avlax5r@veiZP_+s>Z<0A*tJ*Iscj
zVq<f;83cSBPl@mbH|iuEw*G|2nK2!=*#2Ce7f><V6EWI8<8LM>B4=RYN%<S%G5gGX
zoPiuTZ{y3Ze4<;=+mQN!i4|{@jDFFW`*$GXBW!THj`J9UFfsEv@38PVQU*o=o%|9A
znU3iLagDo65gtsFi0(!pneq&rL5VUzTdt{=`rn*5^?GiAc<s5#^R!5xBY)6O63#rw
z#t9pV89nEGfsAnwe|?F_8HmB2-VS6Pj!+wt3CYQyzj?@!{J1fa4*}25jgN->$=yoB
zl|H__Vsno<1kZmH82vkD3=#o31~$&y>_N;x7yy05gCmG|$TL5_3=O6-C*!_iMC6hq
zBthH2BOS4U-x%!c?)UQ$9Dw*`Za&O_;};CoR8qK?sh@tC<d4eh4y~6{CUCaORFYss
z5!j!No{wDWdO+F{b6f48&qY%#RH?xbLh2kss*WT7055|%m{O-uIlvJa6CWgG{2wtn
z267*7osLB8a&ZyccvkZ}xZ9VP5%JfUTHe8?nsB!PSmYJ!Yjt{7FM3kfSo5kKbySK~
z3;hzQ0l<f<RG<~qBB`)cNiaw$e%~(cDJ3sm><%R(r3*sq7%M$8KuE87X&;;Uo@QW@
zkpUx*cY!h_4X5Yt;BE*JjuiOXW<S?HW6lOACx+^04u_ZR-_AJ@XjZF2e}QUSMbSkC
z#WLcRO8fvw{^bj+a1+x2I2s2fL?lVW)o9I6MgpC*)H;GnL8L8KsZe@)y}DN(bR>_>
z`P)f?Nk|}(s`oR3d*pW@;2q`+eetyBD0LO~+tKuQTGmk5JuMg1^)NU&rhnY0RD`5u
zvLgcojuoeYuD^HJ#vDIoy0l{*ZN`?So^5S7g+kEcRE41L3kwM;FlG*5#tEJv58OwL
z<ej8$ayuULCyni{VqMnCY3_8EySoH};%g~W)Z$=>hSrK?%;ss9B2xlE;;-?&3vdfv
zew(YeJmCY}wbXUA&@29M*Skc@U}h6Yvlt0IBZtEI?*r=Rp*5sGW&QbiX;Vz{<N2S7
zfwbZ#1P`9`i6a~x@=Wa;NX&f6#!1}7&fJ0hoYB?fs@bd4ND_{s&E0^~`pQ!S>K*<b
zh!YAewD2V1OX(!gsO9FNZ76bxP+b{x65F&jtpU&hNF>$$GD(my(%pi3LX`?UI`>z3
z>%tvVc3-wMVf&ce0}(Og9^QL?UJm&QIM1AslZcbpXS^Rd8tXOI*h#Oq)>0rIkn_~;
zrJ}FP0WXx6SNy;pg^?x?ZZWcC6N4ZT2g!*2B+uzENZ<~e=mz}9o>m0VMeDA$hayOl
zOh<X|ClfjFG2CJSw|R*(w2jOVen-K;@<0eP`y9zR-v=2d&iI^gv%b-t=O#e!8)TjH
zJ@^j`+uAdxoa^U!nQOY#rtG}<+>TK>fs#IcGyO6#+>bmT7#Q1f0FXaPgZiHQLm<ov
zGq{QFF+NE7#{5YC0FHhR!ZY{y+(0LVbgziDE-#gI_~#cWdq^;RoE&E-Y##(q+-HEu
z5(Lkakv{;84=1RN;tvs%I34~wY(68t@rc}T0x|kV{$P&cbN7Q7-;22MxD=%YDr{+c
zc=$uFbvpNJGGKVjgFBBRa0n#tv_uT>rbnDdk2_8>e8}(jU4bNa-y2B+PG?~TVhj><
z!H{5lk)HE1W6Tl;PWuS~y7||ADrs7r>UGRtOu{9NzetQ@7(KxPPyONGf$`dB8|DT^
zPH{0fBQONulm7sJ+a#IW;wExT=WfTi_!0me_mFUYPYN9l?Q6ISP-$H&PkY1e;S>Iu
zBQvqie2{yb{r2D(ob4EygXi||<bpTiGya1;<HUB@?kDH4bBOcz?-)CfG2<EU!!zYg
zZ)(_9wa<+?h@J;AyN46!r8yG8-bMj~w2s*E<~E#>Cq1muw27kAHdY%m)j-WrnUJc|
zYnGhsLh2MC_%Q%L>cu-QRX)WtDeHEn)|hB-E;_Wf*pVkHP#YPX0|q;Y(`ad=G}s7j
zw$joPG7yH+5`=?{B_Iv_p4>Rn))b(nsaoEobK!Wg*KTH3eNL&UXn+L;9Tg%~pUxa?
z)`AXZ4Pj1T{#c9y#)Fxk1AVYJhy+9!{g0kA8j`E)H3jCQ-1k!D%B?Lg{&Nk!w%8(j
z22j|H92{l_6i#!KBR&TC$H^Oj0TTcMKUb9nH08p%M6Z|Z-KSYcb~La4D*A8#06Z3b
z_x}LIbw2zY8c>s^w9z}81)QJ1@ak?3F^|}O&Hn(KxCikr75@Mt#C1PZpZqzsA?`2N
zj7*RGpQsW<{O7<CzW5+^7!ZDAdGQ-<JIFIUXEjOx0K=bA{{ZLu@&<eV01<vZ-cCkG
zjxb$A^6oP;Gx>WAc8L8%5=@>ofw1H``D<#PG_-z6c98!7^%g(;b&Bt={yF_A&&!R7
z+6bJF+?)w8Ny!<K1miLch%!G(^MC-s@8`JO$_5W^`w)KE_{5o<cQXh_b1}4RV}9d!
z9mM%32A-%Ya~0oh`5RigaHpyYoW*zBen!@=jF{Y<%#e17nV#bx1b6Slo#Hx3><k|;
zer6^-ZNxj^c_s+S&&hy1Vq#`9!vqgAwETR=+kTz02MbtbYSTQa&v(9;ye*bl8fTR`
z?$h6RbC`?}W6$mTcP4U4fx?*)jF5XrVcId0PX7RH_)~%V_A|VVjP0-|Ao)BJV2Rso
z8G|4n{A3y5>_^0?wJCgw)|B$dWs#+g4H-~%YJJ&K<WOfuN%DVL>_{W$eC^zQ!mlDC
zaB~^J07iQNd%!Wb5ho<z8SUKt<iL}^Y54>pk3YE)gC}_ee=(f*B#{A7DV|o>a2oNZ
z?8)B`XO%Rk)oW+MB`16kBL*{{yqNx&lhY%DXA_iwHv_rz<QO^IGr8h3`eXk98i_c}
zjiyHU$bs1$>`vY!9sJ{C0wzpA5j;6smdklg>gQe+;Yx=A?9(m>j_mwIvHfEoe$$C2
zMn{Rs5V~g_L(GigOcN2{8H@qnBZdAO%nXzFJ+gDO4;ciFz#d4Ej1REbZQ6Dtg?Qg~
zroxu77t9?qpvmLm<;&l#;hg^fT;RYSB4kg4ljLxxzUDANIod~Pg8+~q{iYQ6fhTkE
zxxrAz+r}fv91>^wz6Lv<$L+q^$c@JejydqJ;@s}yEo#(S9w$t^Gx*Y$t)fL(IG7#&
z_`%*x<F<R_g}>Xh=5w9K`yBYei6c2|(^t#ENujq?I?~7@p~MC$qXdyq`E9j;Gt%0e
zS4jaWQk0N)2J{^TwISV4sA(ufB}S5!#F~Wzk`UwLtgEMR-6O*?7E+m91m#L_r73a3
zoAj->+{%GLmjUjeu79#P%0_<OyN=i&6TA_DJ^0I8tT&6Pi*>%PsXbBdrLx^PJy1gG
zoam=X-}#+M{Hi$#Jv-914u-M7ve=b%sZ4=cUI=by3rVR<uOy^FC~lUR5ITB-ma?2B
z%U|j%f=U{yO}3nZ64kv0g#Z9bNT@1ZN=iX9?Yh_`k`N&wHlu!{D}Zgn-ptJ}NL=J7
zEuV&*G@%2=GEL|fs1TZsOMIZTwo}v?Lx_5%V8{qZS#3Q)g&*z{RfL%sQAI;~(AF?T
zrp)#7r8Co4buhs*2wD*HL`q02{FE#xn1>QT_W0e`Ty@1d>x*$~B(24$sl}26lBJTh
z830Kp0Nh4tPh+-D2>CtdGv_heIh=(6AXMCn&{I2d-KaK+O48(t<zOfXu@~|?sbd?h
z%U^0b<d&JKMY5a%63w-;!Aep9KotkBr6nmOA8po=)t-dH0(9lN<E|;!R;OHAiCc~>
zOInE=sY;cc2n9sM8SNDQWcJ$`*Z~K`#y?0rN5B2!{doTXyzsd+Cn2Gw#WSVF$>2rl
zzahX=miuRsuI=Lbh?mEF_c8&=pYT7f2|N>k35eTyB<HdF=dhWM%QG?OGdpKKdlQJq
zZWP9L{{TC;>wzLf{*%N6c~H`|-F&NIZWOiZKvPV<x>KQS>k{sE5g>1j#Qd1V#K4{Q
zM<aO~PkEEvey0cgIE;wfG1?{~L_pp^{J`cSXFMQa<052(n2*w6_5&O57`Hq!8XZLq
zPI;Og^riE7bUe7y+-(yZjQ-|3&i%jF#7}HwdES2GZJ_Vq%;erX&uPYgsUHJ*h>efw
z5#Dk$K7Kz*5KQo>&(4CC`Zcceo>k8=SRS(8DW5a&zIRl0wR8_As*0i7XWRZq8CgQI
zHZg@HozSU5fc(J7j#sjCIF5!dwD=G{x|IN^&ru3~pL5t1GJbuoICRO}Phmf|XgTlN
z1OXW@{_&g>vH1c{!{ZQ77}Si2uHlxJB%Y0LQy7pG0rz-T`A}Z_?Y_N`t+Hv2T*0bj
zvg4{Bmf=98w@{Tz;69L;Q3@oKK8~PL2j$<6Cco%gwUjOPLAcP2`|Ke5ttYp>!IcOR
z)U*|#9;t|qH7YBGZMET3K~(iKp#K0nOCzX35VVj|;$WFd(y_QA2032A%(S>sPkv}1
zk^rx#K@F2Q_t*sV0!RgH$ibGt&lwsT*4bYz#{09N&s*mh(1UB`T8-4-z}r!jaPiDX
z&wm6F<lv9$WcDbSoX7{pGI1Ld5#Q!A2;;EVJt?O(D?eLGrdf62)QanRkWk?vKl03`
z8gTT1)D#ft>OYteM;uRk(Ko9<Q=Zq?QX+rjRA8*6eo-$q{{Sf7R6#$P5;CF(5`+rg
zwYP`_k`7r=-+if`K|s><ruul2PJG49O|^|j&&csOlfE`T=I`bXctnFfM9=FW$pdJN
z{0V|Mh&y~A{A(m{*zZ3Z!5bb4%;z8ofKS_b&-DiYK;s?t&<YCcYv;nY(@{YgYn`o1
zaiuckd5YG;CBKb<fjR91;E|GX1a<)MNr~=r<QdO+0s!-Yj~pULoS8G3_!-(@84<7%
z5O`C(iQGhi-f}mPNzOjpTb<Seb-*H-k!@}`R`iDKt4=vuu*^x3*b{@>u$Vdj00H-c
zMn(b1nUVI%kU#P}PZ5&`5eIBWa3lanZt=FjnJ4&ScNmfPJ*Hq}@17Mj6|Dt5!;J=F
zmgjhTJaWp%>K3JMcwoVTb3Z12@<+zljpu_iCNOaum@;>a4W>_gPIyBR8~&bT2#M|p
zIh=PGK1Kx0;2idu@DIt{@5IkqTRLY-4s<lqw7s*1_zIfpcMccohVW)L9rlj>qCoMG
z3}eO))4U(PK7Y^%1kOGq+y4Im=>7iyrU)a4J%)eMJNU-gfPO{?7N^~nv!S3Q+l{?|
zQSi6BE*tWtJYo3l{t`Egf<cU6WC8X>oM+@_MmzWW{Ljw@Nyx_Md=vV9Q-TPI7~CAM
z@W90OgBiv?HpU1u#IE{j$8}G#{LdJIz*OGb_kphZ@TGWG9x`^`Aa;U3Vqj+{ycyt;
zF}T48v}1S%Oh@bb@Q;ZZC&!Z_1~Mjh*m);{e)u!oOu)&5z6W^hI98^_o%$SxwA9;q
zr7u`&IURS><HmqxzL4i}3X>xq065!yrw8M?;biV71e{0!XUIR$$?ORbckpr`5O$Lo
z?F5`gB#=9!jm|d!{9r-*81Xp#qls@3etBA>jcM<I+%vJ~N?z5q1vggE#0kg5>}C$c
zM|nR!d+<&^<P7E~V0Ogd890!3>f#`gB#g{S5Jp5qV{d~eZ10(%u-z^rshVXqPXL;_
zqx95hNl86L_dsljNq~-}91fU*Ze&vVTKp|~k39#Pqn_?m8jS8mYvW-Ue1Zhb$tS)K
ze%=A^u^d!ww;ftqX|=fG$p}IcR;6T^N)swk!8is;IPJ#Bid{2q1l%iXZuLON(%O^l
zQ4h)wOO>yrEyNGZCY_*qw#QK7-R(<K7&MmJT1!naP+U>Aud8sSBc!=n_gzBN3Ic+g
zEke3VV5Up%)CyQvPXW4zbO!;QI1GjL($wGLVyZOFLkagUHFTC{ib?6JSaz{#0Vn&q
z8gk`9Frfi{*(Cn}&6sMg)ArRZHv4++?vxa!uI^Hrbf~2#t*QpVO41CFDjh10-73bk
z<E}d4an&uy7O%{=3f8rDl`UmNlK}q!k8UB<2G9h4lb`861ozkp1Grw?dgL$0f{+!@
zetyd9!!uq4i$+?$`*gUVH&a&Xm`GnmD*-h0jr9;hQ%=A`JtMFwQh)<Ho-tGL8xnCK
z_{?^R{Ui~@d&V-agOT3=c+LlT-v)LuALmSt;C4O49~<T;iQ$#+O=;||LviB@SXd0a
zE-h}XGl%DR0zt(6$73*eoDwnI!6WaC=d}KxZTG;F#7U7Gcq%=hWXUjo-Jpn=CKR1_
zJk{^}$5k>a5lPvFgb!tpV}xwSo`*xoIEQ18D3p;XBN;hX#xc%uD9$mC)iAQ-44h+R
z=jf0)Hs9a*{rCR={kZSzzFyb$dcH)z-s&-?iTbb}@XWkZ5Q=^Ya($Zq-xbi4r$Let
z5D<9|&=(?>r69TNbxZNr=-OJ>36HuM>ncnCuu1=suitCM4@_TP0M^v+$ggTY3yy8M
zDMC#Y51Q|JTq5Zj*M+X**xBFk(l<|sm^xCT1Fw!RUimP`{Pybi$06jWoF0@VrZJCe
zXWHi!p1yn#7pm|$@h+oRsLVViJ1K~T32VN@tVT%&jQ-=~Yk0gs)LfYV4sh7zogj=R
zxl9erw_eLs@Kx(u+IlzhLin`nFzX3TT+qTobL%zi0?XaVFY~O5pM*7EmvB-|vNcbZ
zPE<>IzJCecm<OMf|8%_lt|hPJLXMf}1+D5o@~quYr%Z-R*b82!s-0C_Ykqd^ro6h0
zIM0XDje<ii$xsun$U8UASO*f-6MRpfd@U|lD{YD@oxd81=vaqMQ)Z3x#52X>zVJ{U
zJlrasxgh=MA@`Li<}p~i`PxmumxV~4M1|)s*jOav1&lQ>0E|{f<uM75pYKWDN^k9&
z*V1f@bx8g4tmdK=Y=1a-PBDJu!|(-6)XmMXHCAmE@$}VmJ!6o&q9TW%6v9M(lPSCM
z1!B>245f#OdHL&$*SAD2#52P(4p}TSCAsexzpgsf+$jT~N_?DW-m@4+-V&wF-@2tZ
zRrFr|?YU*$fgba*EZzRqu@6hk=l)%J!F*CW?{`aUi~(Z<2)^4p-q&G%sIBJchQ8YB
zBeR4%D*DCjdu#Y~DZa?pgNdW*>;Bug&cAW-UKD`o>D#xzu6+H=Ho#)|lj*JH<$e#0
z$WJB~&8@7fl1Z%m5x^tIg*<C;HQ1Yg!`CY<dYFVDq_7q8QXsZF@%jpieT31^Xj>mR
z9ccNi;=C3dgW&uaae**v2FpL6X}Qyy&$q+Q&L4l;7YQ(WDbFGqmb&nCXJ4`H;DZ{g
zKxDtQzPoQf^296ZNJ#2wqOM!JkZsmQp)Y*vmvC<-c(YCQUS8X5wKM#!Q}h<xZ#IXn
zy$rsMtXik?hKo^a(?ZYZG~)?LkK+e#W0tS*^tCik3tV4{7rna7@saITh63q$c7mW+
z<L?eR&+dyht+r+^9sY(Zv|DDZQs`Q}6EB24^`>p7w4nYj^&9sNWS0Jn?PB!8abJQB
zud>?}%tUWKd_5rlaw>8u40zTbk>md7w+Hc&>wg14#R**#+u_#w6!x#uROc5lE=&@F
z66-4d?>E<nI%S8muHP%M4acqviGTaKn4SDiNW4a=fHf|`e51bWfgr?|ws+~!=<bp0
z?n=Fu%g%mYSJ5FXe1Zgv7;*WHCx>=}CTD3la9YneVa6?z27b~A1?0-gYF*?7+oBLn
zqz(+e78xmA6Y)xTm$Lof<oe;u1Mh#5IVZELs@fP%c`T=bdb<745sjmwE;o|&AJpHJ
zNHq*{K#|Hi$EiY&x|=RCv`I&&pAPWLJef{>?xD({w1gK=7koPX<-k;FA>Hcx8gC4!
zDE*9f|8B@JIyT`rFk)4(Dw^UwH)(C=VqOhF3RQ)WK{>pij?<+~VZ=%TiM-*uBV!B3
zHpoY0peB#{4sGbM`wkmm-6&!VeA{UU6;s|wi|Zme&Ia;Y+G#G066}c`8<`p{f}lJs
zPtWj>=cZ?9(2%G3kVnABf;JxUl+vO|)VVv}{wDbW62|r}CT^5)fQd8vh{QSO>)cJd
z_Lzspbbq^L;OjB5VlVriGZ?NSsI-ms2O#SBnt}ogz?juT)Q62l{2Jz$uo$4=boBw_
zHLh!NYfk>~sS~pZ=2p*n!?4m1Z-x8gKo9m@BAxy7yQi-#r@s^nYCXX-Tinsv)Yodi
zBHZVBRrG&M%YZ+etO-m7nKuUxbnY4r3ku6j*w{PZZdF!AB8Y;wb7Y~znIlX|n<mm$
zFWZ=cQ~vBn<jeR5GGvq=1J@Qco|q4tP##~Ek+-yV_~(T1Ca2`+*--A;rl}7kv7dQy
zd)zU9cUS!qacKW~CaR0!v?{(W<H8oAy>7XzGp`xn_L$39o}`<27`1fw428!<zc;C_
zajAXIl&hUp*=T;}GM2@?){2Rn%O;~T`#LMz=Z>TJhK_$hg+)zk90u^-XM$}cP`qP<
zDO6+&9g~qa9_)i`?2pp-fHmodSDFzlYkLT{Il9a+4Jy}%ihrCKYsLGGfi#b+*I3>!
z#}zLpOR&89{F@A8MMT`e8em8uXalb@Jfmy3Sh*6GuoiwMW~pm6l4%ZF@5SN$fu=HY
z#`QSI!{~5=>a%YH=(^x$^E96vP_?lr8;44aeU^@5GW1<*(SnI&*IaP0BG2)Arc^-~
z-|c(L8#mL)cSFG`-qX)I!kHD0vZ}AmUVN2fS1F#1z61*7s!YDefBj>2Iy>`}Yr21^
z;$Ztudd3d&zG}Ix%^|eFeaOth%>0}<(<gS@o{L7dX?A-SV(H-z`)7=~LoWE~On%~#
z%(UuWP$QK7eJt|*-ar3G#SbFdNdIHnY~QjHa-lOm-ktp}*7??#&(PG8;uo4uE6+5Q
zCHDe^v;)1&6RXGapPgfoe7>Z!a9-Q%>1Iw0Y~EzIO<rmi*fET~Ypu9$^Ll#I_v*K6
zGki$o(0vFj;AqI<=f|Hmudv3_=w^FprLUE0+J#mJiT8?HU6j2n)~5qnUs=>1`1qXD
zIthFn&CL0U_Oc(D5hq!)wcxLN;1}Q7l2>UB1$6G8{%vs8nhnleELv#XiJEJf)@d3!
zy;>1<V6?}wT{Bu$b0+(-;Pdpw#@Ehf#522r#OC85tsM&e>jR%>CaP6)yA5X9yK>Z!
zJ@4*sE(N=_hJ*S%-H8`kcVF1W-WqHrjodJ~bBW2;+r^#<*%N>yT41Xpe*C>g8>>Bq
ztbcbq<3CBB&`j8s9R+jNwOO4dxvQVL*@b?g97YYJoi+<Qor9F2lOUL!3yOAB=L{#P
z!~lI@EflaGwC)=vtf9#*!ob%()++8ce-weWywv0@3nrNS>Gzw`s@30uU11sUt%vPv
z3Ns(^yfJ~<*()9he9qRmswupG0~qU8*CAbN=EE@Ebl6HAbsDyBE7EU=?(&!&gpnpf
z2P?92S}=3tVPOWfo8HfI$P>f{S%Nt=rGArw-rXCbp$T{g5Qcv7Uls9b2S{%JO)>6s
zvs5eUXSK@Vg&*AxuJF}<q?}dBvwtE+^Y@iIzO4BEeZx|AHZkF_4%GE)Y(Fg`+UL>a
zYjv7p;0xYF_vu+(u!#@h{J@FuniWwfY{>GW>?>&y$m6h0(#QRKh@ctww*r5z5AZlI
z7-Ihkny!%4DL<!y56#FOGNY*)*j*H}LRK=@FxRr14j41J3Y}B3Knj1Z=5edajw<;m
z|JHE&i&l%+s92_REKdv{DsW`T(zWE%p=@kt96zRo`l_vZm>)2^Im*E(YBLzc>!c%D
zvB;(kRQ|SBgkQYzrA{>lMjQ-v!VuhkE6Yv-K|$aL^vn@$tFR`*q?$VVhqmLyKbIVh
zc^hoZxF)*1ah(P*D5q^Sxj5BfCY*K)&PH7z9K^IEWQ@NCf4ROr+da<@+25b>>eO%9
z{fV)+EKd$IZDe@QWy#HSzm;C^_ZD`FUajB;Wn9`O%Km_CTgzY3I#;hM@IG&_5NqF@
z(X|xX3i?gkznmKjG!oM&vWV2PSMcDL14_MoEwL~7h)`KblbLvb_s?f33-NC`FTSTq
zB%v=kQ_e{_uuqw0OxE#$;Y_-sX|M}=R*>L(eh<^SS^`Q6{W=Z&8EjZ*Z0!B2@XI!B
zvB5;;NdVnGR!ggK+%mp3Ua(aGzll#b0j)^a&TZJ2)Gj-N>)O=5I|5RyjJMi~0-oLc
z!gR98qC0FUj0Jb|7zW0tNb7JMaheNuwSd;8(Da6#s&u8ARff4b7VN(o_p!Cpyi?h#
zd1T0TD%T{sO#mOo`<ozOmTB`7k2L`<7nQaGu0&-&PAy1Hu#C>)<Zrbu;vVz~1(VEC
z$h`cB!{#-Sk{oX~GsUge7b?O9^qdVd<OC+$PA~aRv%i&r-8m%_Q=1C-!yhlL&Rwt9
zznAmt(ZI~6p~_h4>fFO@QDOCY=a?$G`Y`Nz7ii})!B<;(OU}{O2kr2Z^n7-erDj|P
zjn5kdsFa{IZ1!tp>I{+J{hBE>6=>o^S1je8)IGnvURgyBv6l?ebjlR$UDp!}V^)!{
zEAQXNtHRoUOr50w9=~QPKAQIKRcYae^<vOfIT#5j%$^m3y~mwwFQsh4@==J{Y;O6&
zM{MX=eEZW3YRrvYzA>Gi`-P4rz|d<n9wTHO=+1uqCNJ*TiUgr>!<xO!2k-GCTb#G(
zo3jnP#PDW{=S7UmJG&!r`wYxsZ>~P5)h#WaOD-sm<M}r_`bSHfbrp8Cg}CoheMcRh
zkA2-d0Rfr}9Itkc)3G=ZJpi9CP3@hS-NL<AwYCgFG`o_a({?nTOlxaxVt!e}!=j%I
zD`Ul&t#F&V7qv~exHeX${dtqWjL^l+6+Z&G_DvuhOGPT<!Mh|h9=peXnS4KB{TQH;
z@R9;sJk@o5V?b`(ok8bW-VU7fM;xt(cDc*h?-$NeyP7wic7Xk%fvNyBX~~9W|7|U-
z)j{plKH?h=J&E*}kuHfWN0v>xNB80ob$=fzrUO0yaSjiSdNi&&I3F@AD)sbq?0EA$
zX;aG=xLOAJuQf;E9-IjQua&fx0J4y>D(jN3*WKf?F&uf>S|e_k&0!w;KPCxvur*bY
zAR>2Y^rXJU50??VBRyV;jvy)xp|R@->d?f!-?MQgIo5LJucn|`xpxbcdd)Ghl}eYa
z08s}uae^^#{(hkgdG4OpL?fQ8vF=sm<^={!VPW~^ju7quJ{qI}1LNr0c#LkJ@9p}R
zvdiloVWyOiLJI^;;*~}s^a?|u^E#Jd-~$+hKjS(0e@tBRD8Gh1Gr0u9T!Avn8(&vD
zH<;%4#(BA+u2^Nc42**dbwkjb1^`=hM!Su^EB}a{v+HeKs6_@uIE=EaSjwI1AI-0s
z(Q}keCf8_9x#63$5iF?C@3n{N(Vza26Rp8PDs*TX)hrfFf{)nRI=j6R?qVqMXm}bj
zvg=hsmaTkC&*%5aovEHY8Ro{np0Ws6SLd93{BKMuAcYdf`QcoD)r}G6#t%W>{sm4D
zSseCGd#bZN5Z6<|X1ZE6uWw%RS6sAK_j(xgwH`1sXOY02^#53SZWRlMqZ_LdWs$|U
zRMz~XAw8%2|8=`p{DJ57Mt))hdYM__Gzy6qzaij}{(r91)7wn8$fY$v1DC+tL7yhL
zr2!YIEG5(a%T>tn<~070NYb8ao5x3`kxR}{<UT4Qf*(W5$CIGqofc5(xjG~Q^2+&=
z*%eH6iP6NT-%Ar)_QF{83aX1mXjft(hAjQvbNOyIZmKSR+FzM8`p)>2<5kJ&GlCqr
zA)lIG&pEy>qsv&PZ=p!>Jfg0{FoSWGo&OGzT2H8eYLvE3SiZ&hG#;`%uZRh(9B-C&
zYDVpLdXa4%T(+*$aU~g_(+X`#WHS7QQ0oNo=Ol$_ntTVBw`5ukaop|`Q6^{Rb<N-B
zjR}1m8P;TJw#faj)+GOZt_whJ$k^;ti_Uh~&VRC;7C6`E4|3HO^!+@Njt4({KW3kP
zVv4i@tC8+e{%zK&&!cC{F;e>?Q$Qz=<mSpxS$W6A05OO`zx^IW-(-x_sWfr^zuhYI
z&&dYU=Q}5|K}Rxfe)Ucp=*u<qyA7)j`Ma}~lNH+V_D43j-XqFKs;qL{FTzpe0I0WW
z+rNoIsV<w?^G_tVFC}hEo#?eK9b|-c^^abS_e;N47SUWVp2IJpGRs#j6TS$AVd(ab
z{HCZTRsNI>6e>+7#;KuA-P(QkPRVPBHb^<f$|a70uDMZa<2t+>yV3IZh`vMBvH2HI
zx&&<tL-rQt7v*8WhwfzpE8jEPPmCVT)ki4L^nN5R<~z7!d2z2cYUn}}c^eU*9I2o#
zHwpw7?ofJYOJAWDG=S#n+P+c)OCOTkK>f;cduA0emwFw8QB90kGq_E^N5j#@8R&+a
z|H14i(WO=fG8K(v33N;&xYYc<$8hS3=tmlY_XUHv;=t9@9~d)EhX~=Ctk~%nJ*)gb
zBJ>~xHPC&&Qd64*K-J!hi*A~Ti}$j$T&_^{bS;^TmmUJ4UcWE@eMLV!&^Th--KdDw
z-BI~Eg34cHFDoLc_}8cYBph|#81<Uk%y&WIe9Cc)vU%F}w^6*vaeo)!TwvgA?G|5Q
z*l1gvbEm!2_FQfJEygZojEiXu1sn5tHz;7ayL`+k3hO|QPHl(=M^C`9gQvc};EOvp
z>oBlSx1>H4;V)fjPjne+E7lvSHc!*{jO?{1MrfO#iFdzB>`qB$tp=phIfvq6@khzy
z@I*(IbY>z4Z`{jgmQ5A&ao>?>7!+*~ifD-D|5iFxi>hq4BIxJ_SGQ;d$0htGw!6^f
z4{DB3bg%WWcXOGCC~(=kfqBb7r~ERh@cKgZCwHh}F+M^AG%;7*diT)YC_b=c+OC=l
zDx0n`>klL<EcxG0X_5V<7I<4_RPn#Ww~9IsnjUP5DIGjQUFmMl88EHQ8`$)LgZN<+
z#Ys~7Fj!V%I`AGl(>o{}^h@yN^j%5|oTO!NA|20_Y28&xE6I;%O*ypu!QuS_Z7|9b
z2*=UT7RVMT%%q$L7+OP!6f$|%3Z<aa?aH$e3l9rfGR_q3t<C%}R@NFzxtD8?7!&o<
z>Qg`*A8E^8yLES7=1}(e1b@nV!Ol<Ac{5B*R8EX;JN77Vy;iB$qU|#U2~)vQzJuUD
z(6^yo>o+!Bn`h9P9R%gbA)6pavrb~>DC%!H{aLjZYs|^+A+^Fe-D302O7f($jKfdA
z-Ep0G+?2Ar95(I^s@d9RrXVH(Mdht=woTVYdY8!_@2UzI^uhsXk#)-Oma%(E|Dt_a
zn=I9r&>(|8N-hccCuUkK1S64m?EC<4V)P4d6bd8CKQ=_^Q%^Ngux8gC$$&6NkXa|V
zZ%!D<%kWTCX?0ao)D0iZKux~OZQOiB@sEk%h8Pk~$gAy#&8d-rZkgySW?4&5WN$yN
z_N(?VgI~(E`gtDW@8m`tOk5BtUK5SKHSZ{hJJHz^c@>$&Z)q8-x9vUI?9zvfOk0nd
zyfpEAuxlnrW8c8pKalSt`9BAkvwcmFe=F7u7O{(;i@05(G&XB(uTPM(3+=ZLt0*8}
z&Vk>CtI|^xlwofSA$|4s=@i=Pc8%PBE>gT;*IzbLe&m>s0Gk8YB-fC?tinbo$Nk;F
z@uDPBcM_j$Cy=@Y?8=YkjoSSmQ#rAQ-dFP3CQQ-(r~j$W;H(w`TJMN771Bk^#^ljr
zItZkx-Hm)1-nnD*k-pW@Dv~{a`Qg*J1Y*dc?XLfU&(6}e0o}d+@F?v~cSVNnPND6N
zW${eYYV)g~bx_$`Fx+edmYhKOxO;xL>+{5Qr6?h_LK^28PkiQ2@H@}unK_qNT?PC3
z^Phw#7g!wm;T)zOHpB5r0L?%6FitI%BRea~zyHLC`E2wEE|4JJ>uNbxL?aKi?{8ep
z1pLV;kJ~E7LEfeU5mGno{~@43`GRp0-3f7>CyH&HgPX80p3)<p4@XTOKxY*Oj{mj{
z);X+A%)DAYSIu_<kiV7FXZMn+lSZN5Z#YOLOI5qQX1tD_N~ayOz2BBc@+g1J=<&ZD
zCnVJl-^J6v4#mvEyoonBG{)rUT9R@B@KaX|@rDee+5(S0*v~k3Ps_+PQ*sTkQD9ky
zmF?19Y90OdhW*j<&(;$kovRr>aU$f3T+H(^dQ=?UK4KNfyNK+KAdp?Grj=!@zC&*`
z`*&wJ%wzW-fCF<W?Z#D~$o$=owi>e+W5+8gNNr^9T;z#h_tpDA;c|u*vXO4Kp>G5=
zYq{Gd58;H!kWxtG?C-U`R3a2NLx){!f*i}*Dr0uT!}laX4Q-R%W`U8b`AAx73$m-N
z_~`R3lZ-y;AimzxK18*!zFT4Pz*`LuIzaQ)%F2p2_zDWrqUQo~6$mW53PV67B%$0G
zbB<Tvu4i2x902+8fDwYP?^I3@l_oSQ4hS)S@NO-qA#>`rgIeIzs%28@=k-(BL5<z@
zp%Qpi9Rj0915VnI)?-Z!jKWmkto(|P4<$6m09L+RP?S3BmrN|7jnlNqvk-<gYhmml
zKPHDL{6Sf@CL`2;)BYdDjq#Lw6Dm^dI!GGZxieH5!Eup)OGC;5bVC_#i-7S-qwFs!
zC1N6WZwy8_PM|DYs6}o3pi)&Wk$<J{1lQ>K<?3FevJUfdrvRvI$nzFxXTVu)3pu`#
z-+(wHg<()MOaA252*yT5Vd%9uBu>?(KD1MO0%3s&I7{iuIy|>N-UV_d)^xf+bR2{W
z+bn|(B&!#Ya%97-(D8KT%8f&<x&Y!)BGAz(VE@Qyz3uHR4y#%SBIIoy!6^Q_kwdxV
zX%!x1P3!tWV-F{bn-ko%(Rc8cBLmVNebcsbO7me4a@dtd^SRvNkliHQ4^SbbSBgXC
zu8ZPjo4mN}1_S07x|bvz$<r5P;qafqI<gFhaOpx>Z7i!b1B~=$EXbLm2D!o`OH27>
z@<82|)MFl8+G+H}AE!XR<0idQd;e4SAfJISJWiK!QzII1lhW`tBxb%F92{3iYF~3i
zkJ)y;jqcnid@s1PJ2^Pn7POvkWE+ZzNy*LShZSr7MdIPj$p0}7KT-F>bcZ!-Y}P6B
znt@}5V*U5`kwEehL=H>eB^+@sP7ZfotdEV4`4IL#XWySw7LA*Z5zgyFeXeipID6re
zr!k0<{=Mah((=iV+cydBfV9X)G)$!{N0FuoD;#FL_CjBGR}MILGKo41M_Qi$9Nm9z
zoIROA1(lEd5V+X*{-B`p^W>e<-~L#R!7W34OvZwtQv(7EHxvkjZ$pq^y_#&AOHt)(
zU(WBr0Y(_7imqIRv5%iVeiOg>u-A(6BQM6rSla&T;44zjNC}N2y~!^5PZ68#8<&6z
zKRf;l%@v<Lbsg*Uu)N~rH8uL1Qo-31aqNCIjCCVy!crD9`gUzJm2`ru{dDxSauOGm
zd(;9{_HK)fSp7ABf48rp6=Em?&07e-k<uh^>G}q~l`U{-nH8{2?$^>4t{q<jnqw&Y
z>P}$3$-n<G<vw3pnMEQ>%>6n;z_p;Z*#LUD#>8Q5gkdQX#vfTu_aaV`+W|4nlR!Uo
zmou<9Err1iFpH>e=zi_{E2XmYdW`Ds_85n(`zW=+=K11kU&4x(qb!|wN#6znmO{~Q
zWOPBpZGSoz8WwkJJq5-kbWgY-i6Hp1PKz>39-8dEVW!0Q<LJVP#$o?K(ovfwBUbXd
z@ROr<e9Kk0P>XKo->32oSP3en9&=h;c#50%!>be;sqgO9SY(ZlRw3(GaR8s<Duj35
zf8iL1(gkw%t3yVr&&1TDvb_GnUg45=--LR<ji;ql$%`wLEHqDLnKk^WEr8^(av#BE
ztlTCX*e|Esv)Yw^4Uq7ky8e*ef)v+^$gxF4fdC5!5@!;^<!$umK@-ij3|P=^|K0HW
zl1MZNigL02xqehA3;$~7*T_)Kn)idNQFR2~hO(n-fB%Nb!s4&yYX7950tRANu+veo
z41!iaQoXn~S}LF$GUTo)r%~#*j!OPVsoA=&<dE*{BVC7Vb)weOE!PE-F9Jsqb{cWh
zuv!8q_$DH>n8Ti5W8=j^GaXh5Uy-btiwK1dMcRYk<Z6zRG_I02IGZcc8g6tKpJy|X
z#m%O(kRxA6UcQU|aNdwI8&FSBFeduUa!gfSx011^$iZ2CstYM}YyA|)KN8KL_O?4;
zHXt+nm?Io*N5>Ym^;Ja41CRis5$}d(2)rdoj}6-h&-!F#-gFy0>e-t;?>zpVWBsI2
zOOKKEl=5KXg>&2z`*4$I6L*U*X`R|2)Rv$y@i^`@P#$s-kF~iKB3noMliY3}kYFQg
z_JWNGUTD(+7@#WtO*_%RluE`v-at!HeO>JR>rDY+&vHm+^<6(X!OAOr_0wTpPP-%E
zu5~|*YD7&{qcYG=iI)531_IekaUAA<liRJok^Z0;6}j6^71_?+Jv?v)o!UX-JVR9r
zO42cbZ`-EUqdjVrUS(i6I@!xVw9P8HC~L$lJZW0z+gPXZ9W$5~s+6j-)^QtYgvyXI
zc|HhHQJ-@7P$$(}Qd>O*rNz0v`G|~FP&XJx2{(+N5b^us{-7Z`yv1z7hJ^JBvTzmo
z*sKf=?jYb@U27`ar93k-zM*1qpRsQ4JM(|rSB=Wge4w3{>+{>3YmyI?_^Lr8?AD&+
zAeI$mgGNx^4YXT&FgnbJPWip=KQ*DuhP%6EZT74g;E9ggiV98GaG>#e<<Mw1b9>gF
zDa@QHB&G(8nl8$`D}L{F3$AA6!O{9)@oT<Im}07Rtjz7|n-Zja%nN_J%Cg10(UG+C
zKkNVS@^~VX&u9H-V5}k*9umLce9$u6eTCd$t9m^&X(ywbkeg{Xjk?k00ln%fW;}!W
z4ksRgtzK45BMs=^_FC$tu{NI(4TOcHc%SIxN*?=ggZ@M<rnuW(Wm@OEM=O2^NmWOH
z`830Ot9AWDYX6YoT~)7gk?j>4HtoQ+s)pv(09*~xtv*L7LRE!+S(#%7T+w2!=$04A
z-g~sSEFzBaMG5<_&zr;?19vWGrL{ZxNBh>&EZWSfH)#3A_dVOd_s~(G!9fzrZ+En|
zt_vdl24Uc3w?&weMizy<aQLqM?Wk{cthV0%AJ5;Z70#Ob-|M#r+JmaQ0)BVuBII@_
z`HkXd?a$nrYzARbFs%yO7W78ot5LYDQ5=?1RKw}unls)|9cy6)n3g;X3{jxobP3bP
zvgJpHf+9l{GWHd?6MUSGm?ysFZ7?eh)eT7?6c!WT^G<bT+bx{C2tAixznLn{gl4=G
z&wsVMi@b~Zi11RU;<r6^4{Z+||Do_Lm2)BfAh}4AGX`5oh|C~1rvn*vr^&JGcb)6^
zu;b7XUWxZ0he>K-F5ge6OeCTm3R+dVgS8*UxS}>y(H_ght!-(0{NGXhe2S2c=q^}@
zqtsT$$uVq1Rj)YuX=nS$<w<#IzKHU`A9;Z$V6AC>kF=Kh0OG{dZ&=P%IrNQRG~ced
z26f-xzT3U@bAy-SbYqg5Lp8R1R^H(H;W4Y-`IG*eaQs_v-EIzPRt47bW=uMOEtXG)
z<6<s#@XZq6B~&j^|K7)nI_#`$uC{TE{7U9R*`RP}%-?0-MVW8|QcB+N9Ai{5c|!xW
z0)onc0@si<J}SyHyjQ!hmD;{Snp=H?gHWuyry-?rY1G-OnT>qOdX+9#76+ET8|ACl
z-rVQOF80MJs+m%vXDr-chlrt1i-NF%8`V}nLIQ6iU{c(3P3ZTtxyzl6?Xm*Wmf<(p
z*hQIu26i?;q@Q$@o91)EO!4Y!I(}E9$&mqzi19U<y?hssY#`sa24O~s%J<B2Hn8&>
z=wXl?kkDM&W=i9Ap%E~Zt>5yJn=8z6K<DNHc3ko_>pXX0_{^RAAK>@%|4=Uv?dIe?
z<G~GCQ^FVTtAg5dW0CW~Ky3Z842tT%nMYNDI7N_=M}}OuS7!*u0oUni+6L@~tk2_B
zuqzHp%aRqH%=EPB!O`H$Ud`0X`hG{R34WXZF$GWH5|9Hm*vR580s6P^esO)XRk#Ja
z6`u+ea0M=HKl{A)<Y7EZrj6SxzqXencZ)G$`V*woZitqQ51j+rxo!rN!*)}3Jl~OH
z<lM)pE~}_d?S9?r_MV-wmfHZ{`fYuCXce&qNxG4<XCj9mFz;BsrK*);>Pe09$h+z3
zt!ON&aWfy4B=KGYD=YCd{;3bQ-mAev(;|MT_rr@4GB)?vC6o{sfh^C&{;iu*6*8UM
z91otJiHana>VW97>-GUhJ<BBpKljt-0>?vl+<!twRCWTp?LBc2SXgCgJKlln8{R3w
zJLb|7{ILw(;sk{?uLa$Q3?75Ka2q?64GK|>9!Bj3$9!n{H=AMM9?=WTTaTU~jbc8V
zA?xhkl2Ka$$TA%#|N2~&zIs(h8KGFZ+hnlQf40Zh!{;zD-gMrB^0TW^aqhq6Afa8y
zb<wI+DVkBOl8D4s1kT@PI=UNKT8<CTlXWyhUWkD+lx_&rZx&PDNSOXS8+gNk5s2)J
zgI_inB#xG*Tb9*>sK>tIr{<wYBTw;h*i*NuXm^yH_M6?=8+ksAbvvbvBi-dm*YPq8
zF#{igXtim5qmqUDM3;bQWPEiAtR@@{ZU+%S8OM{K+P;frJ~(?&2e=l+of~SzK@;X*
z9jtcp7~Nj|d`qP`6#VHMCB&@ASYMW9VgN)!Akg-bka7l5Hu-#Wo{S#qeDXD0(96a^
zC{Rks<3z0UE;X}Pu~0SEo9a%~2+|0`1CR42aa~S3{*Il<`+_9Aqei-Q3@J~^n(FIs
zYvR)iNtcZ-Bl55OH!DXX)!#u=LAjVToK9JHk0r@*;rnltt)II^dQ9B11>$F16=Vyp
zUlNsJYyG=ZIc{b1t&w3V3EtJ!HKHdK1S*cy(zhFt)dG6)r5gk{Pdab5Tu!J>?`(LL
z0fJ`u9?8+gJ}SF4jN?kaqSfVxwN%lYf*sxVbK%KgaK8oNR8KZ43IEJKok38<wQJ4g
z`dK4eh~PTq8Z%{kO#k}EHV>ocsuJm?W=^mwpDORX$vJW-Nov+$P7@9X9O&p&l@aZg
zfo3_uFBVk@{H|kKdkF#$M>hU)46Cx&0#fHs43}x%tJyQ(-@*VU$+u(6zu*0QYoKB}
zAF--+>t>7@ck8p?`DSH7>UYstrD_4ib-0r$SLJ?$%^eI<>C=mn-D_Y}ttY0LME#Q`
z=MQ@Q_wu%m<;UG4#>)O?luk%|R(<G>337QBCXA@6s$7*M%;Dp!o4Qdl(9KDKP#QZv
z!qP$NjW-}FrV!nkCXsg0HBk8N8L!Su)Ldh<ksrNy)Gc@&$iANTHI!t@V0Ra49qpjD
z9MakD6X5UIRSI)U50rW2D7Do5(5iZSqLL{plwyt~Lp`_hpD&(h#9IGrDiI_v%NFKq
z6c&=3vV+iqU)n-Z=JRyfgy}~Vllqvmv^*NkQRsePbI14nSu^LLvL<I~rw&E16WmPM
z;Ol7EuJXFT_C@;fKo^Wrkla=76N?I#DSI?vL$uiQ)jmukqZc?RsV(cMABe#I>zkUL
z2f9UAR2Y^J0w%iNT#ibkwu4OzkhLfo8-V#nt$)*>JNlUP!N%{QsUP}$^JWNR<>nuo
z@ozv0=Y4!`Y)E?(5f>j>i%aQ3CJX=*4x_V?HDqX(gTi1{LcT>g@mkf{U7Y*)vl677
zO6m6$3rEEt8bUmkla9u-@$wBDSbxXO3`pmr*@!5GEyq)%pbFKNKjG=|JZPU>RhRbg
z-OX4na96Pq2dU`us-tZ0#~q%0+?p<jt~ni?atx_#IC6FSz5ZSJ6kIe9+daQxK1sBF
zHa5;z7+_~hM{DoIy20aaG7@6=PHslc#W*;tUl?kz=5-x6%tc_RvW^jG{MI^X)TO=7
zU#WP*9Cw!62EK)LRlZTtOa<ygB2Zd`)VU9zY;7GO?Pz{E3`w|2hpW_H<gKc5r_S%I
zPh8Z!{o2;kfptpVGHAHPhzsJ+Zp8C>0{r<T!QDSlHP$37G%sPgN-4KB!ogL<C$HDm
zX+oyn(e&flDsb4x5K^QS>iy@21%uci+#~;}T}R=X)EuAVfBbTMJPLs7$p=f`##;YW
zY8d<J$sA~;T7}O<nz-Ex2ru*ET$T0e*ne$_wd!WW8SXodhJ^C>j{nA7Aa0M>HTrpN
zu9?*;c^@TOPaz$UrfJf1@Mnm|T%vS#BfL_Ab*jc=F5i0gzKuxg8tT4{cI8dFJGc&V
zs6I-H4)R<HA$Gj1AwF-Z*NEx6QRdL=M|6DFTfY-t8xb+d-!4I#wtyoz7jh!0KF(D^
z#`N{yMnyU)zM9j^tbhiFKN8nf{b>C(-Yk5@4besgs;p$%IJn8~0=sAooDfjgzg^MU
zqxDYJbPS$EtpM&unLZ+t10yNP?q-_VcLBFjSuB1&e95ZTXSnnpQYUkrdkO^`vS5{P
zn8D0_36`^YQWmJfAmUNd^e$zU!2{3Ld76&f5vr276<X(e&Kq6oZz+8hkE9tK*vCxa
zjxy=_Kk6gkf!_ZL9h?Mw8g!MtNKtE8QtirUUCks}_4p|X-sJw?+8Y5Lo`ppn+shtJ
z#~ZcOT<kirb^j@1d%b9MZC<`pH>MvG`u>B%nbAg9DD>0-ILwF1_-K)Y#nwgSuJF5k
zbwPta8kR&^cfA5vfIE@P4)!EUkQ|;u_MCShirkCYJOQ4Xp54iLUQ|ZERLoqZ&ga`f
zR?@>nyxM`*g~XIhSHQ^iw3>RyPP1A$$BogdC_SgZNmC^5(~#pMQvEm(R#6v|<l22u
z9#a_g_qh5*Ss*B1X|AZCAr3t`J&}uA<@E;45L$L>+rbvqwOs_Os#p0R2==NZ*UHZ}
zGo;zM1xRhHoihb%<)W4vEvTEnvK^9Q((=|)+D88dOmVZoBtROxMi9z5VcPQHo(@1{
zzhW?mvcUKJq@r`h6VfX_!E0Hcz<9IXH3oSUZ+yhk*37>!azZKD@oSHkFha+)Zv0y1
zRu5{TwARv)<4ErWC=;HS_ft40I=)IK_JJazPH?Q6P}D;d?8M)vDA7y7;N95Rg|xv0
zjIzEy5Yh;_WJ>XE2i63|JMcQk?~GZUv6r;{7nl8?8)p4KIIDeV;7(P&#ss!g5*g?S
zhA>W5GnqI(bXJBBgy0nJ2|sM8f~kNuh%US;Y4{LCc~u<VHf$%~;-6SCs3jj>SO~Js
z75qvR{5<}!0p#DQUfJL{d%sfZTXv!gvVISzfdm3zoKm>>#i*2fjE2~5DZJYTDg;A7
z$CMKyGhEMUXVpp(Uim&*b%8=nBV;xQ`9nN(TZ%34O82BeH=ecU)SL^c0B4_n56-Rp
zgJ!i+zVINlzOBD9?j5G3PQ+}VL-n986#sr~2k>sDbrRQZWyQ#)SnQ0HPODND0>b~%
zP6ImH(XuWX6#g?wtE2JIT5lvM#bE)guARGcyseEsiEb-fcN~{-E5hnX|EB9`@e@EV
zXW5Z;Ghc}Jr=-GX7wb<AiS~2jLySNUJT7zy7)<0N&3CQ?WTWxTBi2y{0ysDF?0vg#
zc1FK{IjdO<fY#!RlK^$4Zhc>}2_<!9;D`1wck5$s#6dsTOGR{cgIa3UWqhIv9Voed
z#h^@!*^L0~kC;FAZy0Xg$3ij0<6`|?EY%TTim>d}o~DAveMtG4<};0JYbta}xj!Vs
z0D?weMLzGQ{~O8w3=GttfcQ~m7%=8EmO5|xU3N0flw!{d{zz(xZV7I(u>_7Sjt&3X
zaFb6M9PXYTHUuj|a-yqmJ~jS~Y02v8yMrHeDhR-Ektk5J9I!Rqu`x;fzkPq3X9R9(
zHmS=>jHKmTf+P0~D*h-shsyl@wbCu#hC0v<%Pb^Y=4xCT_rS-rTkJ%EcldJcTqjUf
z1pY;0czqdm3Nn%Q2FA#18ut?t(FY^x$%&Rz5xxE-#s;X;945*FI{)W?OnqC6nd?gv
zs#T0^q<DiPsWmKXO(1Yq-LWb{Hm(&z1qe5mVKz3Bmu!@uk7q#93LAL>#e<X8kloxp
z96a?pR>it@{m;IsVSP@7S^T(Rr_0&RIIIqD;8Vse^%aN=a4W!W$@$qLh&41Ec`c-g
zioUO3t<;;5uo1X|klnG@Mz-5?fu;Y;D@@j^s~qoinuTW|o2$QOJOvEqNB0i*hN_g%
zfCJ;`h)dB=Ms|tFzu{)8d}REV>&RCsd<$LMA^}gqJN&NIo4vhSJ7fAG$f!}xbvJ36
zNAV_EFw*3$(Y5@7JU@>hPuoA3)E6^EyQTMU)xO$}RJ7}v4klQUe@->1<yJBya2KzC
zOn5eu^v<+e7S1oeR_t%QIAz!O+<Y^>@YMO>f>2x3J6HPZd{tn8-(1W;RVPQrs{`)Z
z)qrZ4i1{|F4{g(e*5W{c4l;=rlpxYEI%CZ!;`7XAb73)Z3)aAx(qXZfh@4Ek<_2`}
z9`lQHT%I8x-nZVg+L_@j(J`HO7f#T*df(My-t44fHAP#=QkD)1&s{V6$1*=yNPKT(
z2c>LwG{RA4d9!@M?Q@3Z%`OeE!<-<eYD*U2WoWYq0c#GvPvqE%t)yMAVryfE9P*Bu
zc)l(TgczH;Zx(n|HD}k}ArDi6q86@xypCwr&uG1#RAYFhv09Iiz+JV+hD<P#wr2tw
zD_=*y#Q(RnL!}FCh!O9jI`vko>0)CR9y`!B`&V7r^EF!*%837n(xII_@jl^Nwe5j#
zCJ28D(E~WBmZ}HV#-<5uYYDU%0i+r6#T9nmjDgd`=em%)^uagt^5~-4W=fFYV22Bp
zcKt^2HNSRS=p{;QEVXef<Rg;<LwJ33D#UxqUoK+)D~kVPd2Owkx%#g9LHC(J{3}OB
zuv+6#WgRFz=KUn>+qws0!ro+68HCk}E2tr=wC7T{>Z8N_s(sA_>@)S6oU3W%f?4JA
zdW~wUIp9ghK}C=`DDG*j($NTAa{b(>r--HIkD8U^=VW|1S+(H$pD88uHh;C54WZlS
z4PXo^BSdN(y@5nFJBH#T99(`>)zwx(mnlJLNljIr!%5~)uO^#xlUH*J6Zd)$xiWW_
zU}}?3cVq{p%oK*aE!ZPOMfZP9hp@3*y>&=WPU>hxoku6zdy<$-`_M99re<!A9Xad@
zP@70A4vl5Ip9lR*RZ*CWZn+5J2q-X5fI};tf39&uw@Su;liasn^~a8|Z;Fy7h-!re
zqTyx{-_~tSd#fm6_2m<7^mRPJvb-c<dY4l(+<WQ$$uyR%R4os?(Q-c~ZYiqS3Ou$A
zRE&WxAnvQ;q@{N|4Y9~nGAWQjDl>w}*@fE^Ht`jZ-G+^PB4_!tE+j!a@37Qy5U__)
zVWG>CroHf>mqW$f<}>c?&VRPX{ml#!7$k|<SJqFx1#Sy+RC3gHx3&+ctt+oxnzxEW
zL@!aB+^gYnW$LL<S6_7lGv=$hv3!I6K;@Xa$P|C!W*1VS7LH=NcyE%Ca~Luh`adT9
z&dbq2l?m$sQ7=iJaKMi9S2H_5ap3b+uq=ixvU2c7`y9hLmR_DPH7wnFc16^-V@oCm
z?^(b}N9FqKg8E~$F0KpP#ff%(l7@71k2xJB8m}w;8$AvVD{|dj3kyF=IIj8cGS(Ub
z<j(Ni@vNtt4|&cyN48Da%+}`(isPMm1Iy|e2}9s=+K-}>waf)<wbr!_9kb^(%c|RB
z_WWLjlm4*xMA2ryV}wfO3a#lw?mpB%z1xvI<GD)X_-=YC`>Now&yFJ~2VOaM&9}~T
zK43fJs>aK6?jO!S&M93<o%6ah=J8H`fZz6!KsKlioS1H1g9zV!QG1mr#ySJ~1gdt*
zc%1?^uL)PFlp5g+e$uW+_*U&RE+bc~DiORM#f+)oG|4x%zr|*Y*33T-&JV85Wf`YV
zF<ri`#16FMwZCR>?V{54$ZE!IRUYnW;^3B-Mnn$^JPWKW+Z}|8fOsX>A3ywUm04r;
zTdzlQCgd{Ps*pZPsxD{bPBVgx%fZBDBz05^I<By7NPO$|Mo2NqPGsBvjIqI1S9)Ms
z>OSJ@VtK`20Jm4!ukKNV{<D#+;#WTR>4LGThl#hA3@9da;yPddMSBN3M>~MC1C=T*
z;_j01U!uZ;ET(hpdJoz4&RZoR*z|02UiK^BjA&>|aap9UN7QvVw1GiuE~p1wS^DP9
zm(p%Rn6qAGajp!=h@-zD(57mOCgSgfPDWW1xwIby%g?ECUFk6d42Ztp-)<dcwq*X&
zbHZdaYVP~k7cl&Y%^;QMe5e=~KyZzz=*n9dGyAWp#jx~~HO#(bu;Ja{ySId&Sswf#
zvjHyLu}~c<*lN2Yo?5ir|N8+u*;w%QRrA=CfDei9KNNZGO(lLW+Na%#+&Sj*)q0z8
zV)R+)YtQKb%N1etUscJzo<o6>zbcBE9sBY(ng6EzIXF0*lfU<YB0!tU_8oq=e@y#c
z{9^cAsUoKI#no?|v>x%zCjs$g?|42Z{>nJ`HFZmC)O@+ekV*c+^CzB9^%Qm;htRFn
zzc;9GQ-xPU$>EFFbK{rWzXl*RxF5>$yd*!xsa7FlE)L>#ohR(7-MlY-tc&)4ZHv9$
zUzzldkacT4o985T@8FB4?x=X_U&{V*6t`D0QNB4;M}Mz`(of^I+Ca~Syj^tpZ1>FM
z2)O|rYpu>ZzK5;~lmM1xeKjy`w8?JaDnD=fL)yx?K3(0}E(-+%b}ifG3(DF$sLYxH
zUtoDPdvzaI=2Vs>NqsY6zi4PY`6&IxjFI21KTlHCi^s^i@@g5&FPIC2KDR_C7DZ-o
zO^%fmi?FrFr8U0)NWj}Y$Y=lUQrDWJ#(Fr?Y9kPGm;I8ijomrXK49JO!G&Ki#Zvt6
z5ACpA&*P{n<~yBqaiuCf5gTaMD~Fggu31wzJ?^@DNfHWrCb{C*>}LJu6<z$wUFB&i
zNM%5fmFsHR&uNfIFq330`z4`AS%`=v3((KCAvgVgr*DbN*E&`o`Gk7Pzqq<1!n9Kq
zX!$tC&~QTZDb@Oq*xTc9cwF5JA_+<UNP)1oPQY_ok8;kxh<UC5U!`z;i$F+-lnu|s
zjbE!ptz3&Wvt>Ayp?lG5uv}ONMJkj{j}g`W=418^vK1CnUh*jiebG<o)P{&hx^8~q
z_EmV2-gI73Z8Xj+1@l7jWx?Us2gX|+SFSCkc3YeRN@jro%;rN0PNn92fdTzg(_g3n
z&J(DY(&ysTx5MmrbRIuG$WlqLWcw^vt|}?c{-IRBmjNT^5oCGDQ!rdSY~KHVInYb!
zrI9@ImGq>y=S8E^kH?PK5<gwLqk8w;+icCpPom~EZ(k95!7VQUn-3{Y3exfVJ{J92
zZF{dk)STmt#rJjg-6zpKzF#tqe+XD|?v|V`4G8Q_?WI>VN|rjz{=Lyk5?u4^dn8Ef
z_;vNKXnNla(~m=O3*FPGgSp28l-KDk!wGkuo&DABfBx(IW#-6|<KejXB72XoWe7#k
zQru|&V~SpCOJ({382(W->=T)&{(7|M<(I3EIn{2;-xB&O`RV4{3xXGT?p*En%2<*w
zpm?=?8M|Z*IFO%-Dx!6b7n%G`$#hsEK3`_%@?^nZTk7cXj1pQ^xG>)w`cVDD;r1`~
zqMj?SljD_QE5foY0Q-Ia7>0-=lhc8_;-@Jv2EFI+o5>Wr6ft$3-(w!11m1~19C-Un
z#4}Fwk7%NrQ1j`YTV(oY_0k02xZ`uo>HVyZqj)@7$Gr5s=C8j=W)OzcJ!q2Qczpl<
z4yWgn;L)&|M`N!g=>oL#I@=%asQr&g@NDOk=()d<lEX~CtgQ?;vsZVPe93tCRh*E6
zgkerM(LG#o@2|?Wo2l<#D`?)#nDTn=`&3;l-~y%3_tO_mBTwxsfh^||#TXC_7GJU8
zg5$(&vCo-Z+6=T#l2b=nW!!?JrGe>m$WaP6nWx**;Zja8cM|7lQzQ3v^K<>OPz`dd
zNc9vxueUeCMVx3S%JmE8RaIVQ#cEn=*ErgHrA+s(jT)j7O&~)@Y?1W?>=7jP3W(7T
zBAJnECn2PFfmqL#WAv|yIV-nryLZwo7f9}^TCi)2-q-k5I+zqdF&;Z9^h*+DGGXG8
zFqPmbbI+XIdc)<rsUQZKr)lf5T*-PW8SE83PiOr~e!QFBv8aAm@txW&;kaL?JEF^f
z2gYD8PS^S#3f!FMR{UO%+wV>NASUpx=;hJ!musufgl9x8c8ZhCgCs)%MY?Z`hR?t4
zf1$mz%DfC~?f;U<{O+CBac0|tXFnVR86)6tTzyNyhVwO>Dgtawn?{_>S4386`vm~6
zQAVx}Sv}#=wdT{8jK1os(O6*LvB_!sSTJ+Im4Pu&-36W@B%}{ls`k#oL_zbGLcIR1
zcK}$If-Z(l)Tkiw<sHrE@6>y?Z_W93JnAp$r+-aUT;7&S9e%j|`Ug#IFmC*{&XE6P
z?jhVws=H~*pL2Lin@w@PZPPQP_y^C|<t;AJAT7nes#~`<bw!yKUtb7)v~2QKq)n@0
z@54*($1hlpzh0mnXZ$rHhpYDp?9+*|yefd6g6zla^BsE%agh&9B&$7c{?U9n|5=p%
zuH>-g^{--LG}d2z@?!F@uVp<jUVONG>so@vxcDE*=mGIeR><OU=)yCnkTK28us4(K
z_36&p#=;6ugnqC*G3pP!lF^eIRNU^PxyR!B<tB6gV@s|X-M1E3m%X(9UilwW@gm#6
z0&SlwGTSIY;ju{K{=n^a>dF#$38<JlDaY{n`l{tITV^wVdCw)ersIL>>v_#6r{<CB
zlA-bA7h(_IE<G@hJP=54xyG>LGyi(qb8bieCM~@x9^bQfYSry_%h&7q7LR1h!6RR8
zK!D_?*S}4>{+IIF4@?9Ew=fBjnnux?I#pNiN~#ro9WZ{tzG$fF1=ttX{`<K9@v|p0
zukvSt%F6ItT!N6TPF$yj;ion2c&YSZ&TQth#LpT1Z{VOooT?UC0|_@`V`?+s$=SGb
z=R6t2oA^NdZ8p;)K3eBU>Ewa}Aa*$Z)p^mEzap>Q++p^*#u7Cp*tmU+Q_p<P+Tyx@
z<t0P65y-vKN!Zn5Kf6s&Z^?vqR@%|uGts-*QLa5k1dieJ6=IU7m}b}W$;YM?>Ac0v
zc1HuE@qzJWom``tSR=(W(hJENAF+%z(Lk1M9l$aV`P`Rx&5w)Q<6zsEw}uaQxSo6Z
zrle%%8x^TOb#zB|?5`Jvs<sRjX6MuFz`I9Z*!{E<t-d--nOL(cZ|<g!wb}f*B`q4B
zaqTCN#8r5=vT@dxeZy9Q@acrhSa?Wo@*a=KVL0~l)$2J+8P#1=@<&B%F91Ccg>|Re
z62)Hviq6`vy-YAk+%G~+%5`jUUPb3N{u}C3fsgRj{>ICZrQIy8&)JpCLUYBxC5C5c
z|1$l^WtYSyS;J=M?+*)Ttt!?dhe!*-TC<ZY*Z$RBVyb+hn{aNM^0reL(fu=TM0T!I
z%8$7jpL^Br!8_4+yJLJ(KL9T(MRq>vIts`<?`c<?klM^qLA49CO0VDUH+-Zgc)b=N
zXmjh*ojXj9Ls9vJ+ui8t;Dci&w(Q5AjDJE2HhH(Cn1TOJlZ;J$civ(`a_NtPVz=lU
zQetZaa-mw9mdnX?A#d<Svx|v1{n%sB(2!01PU_Q~m+Z_#$BLD5;)NFV2BM}$`+Pq7
zX0}P<2=<8Yfu^Z<IWhRP!0Z@1vyc`!yZwW?=Hvq(g)V9arZQxTMYqoc5M8p(%JVCV
zr~695;a$n2$A(uee=ySog6v&!gaCw0C6IT#<=nl{G&H;MBjH>b>REyK7bXNk<4V=_
za`q*MhNf9`C42+sEv>u0?^Yf0U#-(csppjnpTy&(i65Bv&Jp{zi^JD~?nSgm7T{x}
z{crv`tr)Xl(Y?d;*W%$jz}6Q_vUZqGE!Q~~cE(BjMYZZrA1L}oTVv=pn|wRETgySB
zMI5jCj6!ZLEL4H*Cg4-sqjH_kI_K2=Zx{9L?EO)t-PJtnVBSmm6~Oj7F*Wfu)B6`D
zbD|-)n9bL`1Xcl20~Eh^Q^F$g0Is`nVd9z1XODC>FQNup77b3KC?(cv8+j+|An&#6
zMwL!pV;N;&0phW$9kQ02&Hl25!$)qhivbdMEPU8BBYkjarR&PMDD(1+?DAT@t2W<F
zqaOx7K}a$Q|72TAh;}yFbldR1{-SCfMtvAOwi1U}jco*QSGm-%s?TuzSP=@b!)eJr
z4QZu@7GM7qLV!<_{}1Ru7r&)=PSfo?;eav{Pkb$EbbYnz(POMdMovU_pYiQE8UFys
zerJMy;DM2Yn8wgI`49}A7Bc|s26z7ePA3y4W5Avl-X;N#!aHU}3C?gb1exJnsX<Cp
zEbW=_uLD}d_nv!(b{wz6eIvV?PdZyoA2tg&{*$S=I5eOBD%xxR06Z3L_x}LIbvFDQ
zNd1TG-}$?Me-hze@+?PFwMqW~!=q8-{{S<$eDAe;`GQA}u^ptD*NE>PU`*|tj85Zd
zGZ~5FJ*toX9U6>(?t1UyNd6&H{Q*1fcGwOuGOTU1f@XXY0o!w&kYnT>U}y%m9u@d;
zzPbqfk?kR;XtDi&@2pdRAK}mW4?13!7CVFb86N||k1}&437o)A=Q|GFfIacx!2bYI
zC1y_J01d_tBpi|sVo4L3jgO!3$P+OW=6A@)#|qTxkgy`6wAQyC7xBLh;q4lc$A6s<
zi;_$fm@s?DfuFQ^?GwBLlt$igBfn@re2($CgTP~G9mJC#VYd5`07T;iaEXk^eC>ch
zkB->wh}@nP0My!}&n&1;cAy#STSCJ;&$QTmR);VIgZ3N22OY5=8)7FsAVxMPzUBn&
zCv&mzduBL9#sq$b06%HZZRB>09vC3Vh?Cwo?lB%a@85AWnq&@NR-QaE@rCzwZ@<fo
z6Oj@AZ+S5=e2(yPf2iRSJCphx<_MgQ*u?I8<f2B~Mh*b-BgcG@BQt;x4379984-|t
zk|sAkeBw5h6&YWL5l&{ijVXJIK=tM+=UZ-oo%Yz`CJz4qwm*N(5wS9M11AR?eSyi7
zK4L!mC9_Cs8>mU9w!GUU5-KXk(y`Ki&Ov?@>P7)9CDR~|$|>6uqAZqxmvv5}VWof+
zXsC=jp&d~xLzPaUM1lR?3u*}<1$8YUFk1Ek*SM}*>um>+I>g#Y<Ddfn0C!f7F!S3o
zU>xi~ClS8?0I7*1jP<`uU+$ehNo%V1)C4~I1v4EdbMHP|Lf{D@vf<1Gl@x=ye`~a@
zk`bpg@?U)>1;W4btSD!#3UJg_s3^pwDv>iCDN0*NI?c~q>PwkY7hI}VjDp1gG_8PD
z1tr82RJ54@rOJmAQcR?RvTd@dtwvq~`W*?@`9!JEP-<14g5YF#Z_+cPL)$GtIjS`k
zB@gB5RTT*jRjDLSI*?uJ1AlIX<n<^*%6fX=_LE3ie=Ubk3hIPlSKUZdEN9$lwfpM=
z2T2X0h>oS0{$jp0Dk@TxugtQpr4nUIDkPqwK~jk%&r!_IOz{$Y?U>sU8Nnw237){8
zo**}%;BTD{$=0<rt#|=UqSJXM`~cA9uD$@<DBG@D<5FEEE3Z`}D*pi3dwBXpfTCq3
z#Hm$ENq~}<DijJq1b$@`sVPcYl%<s^N|IEfRHCAKiit9%5=kVPCUZPT0303no#zoB
zKc@NMk%=C2p2NTrVmkxXIT4-}%SzI>z3EB{@x8P@G*cmOewt^k>v)hq)C}a}ClY*i
z*!*y$AGFChzyfyLZ-|J%6U2VN3GzTPGJ9?epT06@g`7$IeuMK7gPiT){>pgP+v;s|
zeJE|E4e4lp&G+S9DSg-D6YMeZFl1nuGxp5pU~D*#QI9)}9Kb#dZ5fPYK$(MY*bm%}
z{{Z4X->7qp3EnsIBM=~ih?peE1~`Dym$pKpo2y<`-$PDB2Anx-P1eg!1A%~<^D+-{
zzub3>{-PxCW8<;;f_xvCK5%e*EzE)6yulF=Vte@lGcZm<W;QsTw-LS~CnI7{jrdyG
z(%06MO>0W&L27d~F!<^!cMUSOwcKxdGyec!F_E4AJ5ER=<8n`9xf_CDL_rb+VsbYg
zcvylaM&r3XrZMD=f!v+X3v-_!12eQ_0gu<QFmPjlJhRG_KZ{#jXn5Bv<mchM(uXZ?
zUL#E5n4P<U<0St0+<yN6AUNE~B6B~`;7k)F5J$$sGG+l8kG^~M@(-ELG5}6vZL{})
zW5hu_oPu`}CV8FPh#yAaZY1bHru?FPS&DGWhPjcxwE`J1Gdl^LrZPMc*pC^R1n>g_
zMsxNMe0Icn+~+vqOaf$#=Q9x`<l}MynfshVlh_G4nS+tO=eKD9NjZ!wr8ETIfR9$0
z{dK9%90xxtWnC$#tq$`N%mKK@-aBLF2J?yAZWbqbGay8f`$yb}{<-0Ah{TPInC=IV
zF@b>t9r#jUZQtW?M#Fyj0GY;dE%n?o6t}BN>EUbZcy6u8%v(|@FIsuri&sa2aUH)*
zf#+!e4w7(5`-jFOzQaBY5F~aJ@<<yZF@qpam>I~}d`x&a;m*L$WaOUvOhzXszWDP2
zrbmYzE3K`S^tB?^hwtUb%PZQ|sma?fH!DM->wROi>LeAU8D-E2kmE{}EFO?Df~-g)
zPaLmg=3Ohr6!*4`BZd?8jD<N$qDlu-t;uz%%F2`Op(Anz+$kW)oxm_WoB@y|PQYY#
z#LDygi4X(;HpvGh3CSnOlR=>XSX$fbvs&8v-^!ZGS20Uo*Qo<5cxB2v4|CFbdr~p=
zl!dmPbaf)Ofk-X8gpj9NN%q_@09W!lB+9(;757NptVK(8qf<witfmT6alAU1>tRF;
zm5!5-&7LuKoBh(t_q%VZTR}!#WpcJ1$NpSs{!(*2L#1iNC>$PLvvU&HUX;__n-mW%
zJt}ch<r|aL)zqR2+6oW~90doc{{VP1#jR;kepk}q^4)xZ131QoG_|!9t^7`RwKJgQ
z92+Ej$DPjEf=n3O;{s0$;FGY&Y#pRX?~DK-?lL**@1g9Mq#CPwkwW{SN=x)*E>XIp
z)@5v^T>upy%(hg6fFSM16W(;K=Ek)urkuM<C#J5NTwsjBS^j3FDJm&-DZzkGP#j}I
zGp<#&>^R<(8tKT!VAh&cS1k0;%Z^+`Yox@+Phr|4CJFD{$q;tzW4!Gh<m6{@6R{rz
zLEkXJ9%5i-NfD8p12X`g^N}JHktAjhVem#`4)GiP;{jdy*7_Sz3)0l5);G)e+d6=9
z9^F01GUxQ%fs?Q%24W0mdk8!tcF))W-ZPZ|Mgg2pVG?Cb&Ni5ooPPcWNBP_Qa4YqQ
zAL>6H=Q}{&4-&W1r+5cFN%HpVTHScxl`1Q|*5mGpXSo6l<1quV5gq;{ncVRnq1+D9
zoaFaRWQdU&5(eftQ`nrqfuFobXqgA{{Fwys%trqJsoFb?LC)jOJdQ6rn-6s;EvEWc
zePUC1^2*eq;i%p+3KoOEZ<&nt_&Mq`+v737JnTt=WNcvn04zYrf+K(2sXx<x;}al(
zvHi*0XyBQM&tgbDvU@?1+XUeJ2q~!X&)K|qjR=e9rr~||&yOnzeW&+>A3kxs;z`Ei
zfS>!onaLfGVT^sjJ7?(h&DN!#t9hhQP{N9<ZVsZ6kerniCByGHVJd*zYX_z$^9icr
zG~KkaQ0v-)p)L~ZVGdB+NKOJ0;fj|bKoX!mrxJyyq<e^QwK4|4@1e2s-NV}rKsVH9
zr8V%qPJF~*>1gWfT=r<`sw$n^p_Z2Fz*fax*ilM%B}#;(0#3w?-}ZSFNL!bioh7-(
zz$u|Z(^qg=B}oZWEU99iVE$)M<&vU>1oW6x>U*20H1uj_(?+lThP5^+5~P{Kk2n46
zr=*^;wSeTPl>TEn>XcM^mZGI7^(jg+rAf@0lA>gibCV>&o8@kFIat_hzkscTLB^VS
zkTTvk8t|o~YW_86w}gu|oeHP{GjO}ODxd2csk%guq-%2o2M$0ar6Y_recI)9T32wY
zdZ3^}5TX*(VhA4F4W$h>2T{Th2?T&52*)41LC7%!FaV5=w$3~GQ;{-9dCmYcBep=1
z1mb6DnsEJ<+zo53?Q^|jP8-QI$oTWG)ecDpa3VqMXKxenv=ApeBaw*t#xp;z<iLX%
zm@~pBeSyy4Z9aFA`cGq=xg_Eb+q}m4K170cBLjXUUp}eAoakwvFiv|JnVpQm!7<nX
zaf9~*f<$aK07(a9xPT|WaXH>G5>ERWoW$=Rf3WSmaQDfHm<Dn?%*nusk&X7p7k-}o
z<981_feHhyxOg4@JIzEn0Ap|@@3;iU#(vn`M9vhFckKo@l1|^b%!nQQ#!M)8jDzQV
z$OP?(#z@@Z%tYsTjHey(u=#-m$vK`RIN0*P5s<wqY2b5$LC^Wb&cI+#$Dh#8ehlDb
zeYP_(hz3agL>Zm9jEwmJZ3E|d7#YuejBUdPaWV!0IUaWs1kdz=;N3Le$CM9_V}|ay
z-kDM#>jGkCeh9(I&tNzE@Z<yJkLEB;fwY+*f_CrTIE>GH?Ih-R^B5S<VKLu`$Q~vH
z$rIQK`)6Wt7?T2Z*H?v4vrF#R&vzWF6Wb97GctZh#2jNW-x0zjc#tAI<F+CO0D^Im
zBQlB3<{(Lr0%YeiG6!;J?04*cY-EghBpruw6W@on0^^<dXl<=I^2(7SM`Ii2a0Uqm
zB!Q8FPkc=9f!LA$AEC~~;O!usM`f9w=K$yINsqbx3>cmff<E!zZ1?PYfHEdLM+j^8
zTTAY!^QMM^B{@C5-LeEvc?9<J{{S?Sf&D}X6B`^IwmFb6K*Y}kiNGKok9-mOp4l<9
z5<%euIU+LyapMF`$$(F2_{RtiRQNzi!4n{N9!`4$fCOSd11AHAk=h^)&Spr*%y~G@
zPYdS~I~X|!vF$k62rxFs2H^JXkYw)|Ad~aHJ7)+BZl^s>H}9#`=?-T<e)v7)?nXP1
zFmW?HAaD*dzH$3`f%gP>*#kRvkT;((IhcVU1Bl7YgE@$hHtjgucoF6f;tn`MzX718
zR`NC1bUD~<;9z6U-v%c=j0lDPk0MFlJMa3;_7j&NObL(MY3zFwF@e7Q(ZrK8jBkuc
z{{WjLWRKQkWGmN}b;~@nrceU{az@5xa58dnoFCp}f_C}&JIDtI#&HMq;Sx{!AbF38
z?iDyPK!Y3rlfM0<1os;O0PatI{{Sex7;-=+dyn;Jup|;P2KkMGk^UgW3{K~`!0a+e
zj@&PupaUXjG2itj37qd70MBxBxEaI(e?WY7Y<n0)tuAam(9Xwi>m~#p;Q908Ai!in
z#FMm~jps3unDOV#z?_rh2tT)c{DYY7*bW{H#v`yBj{6ahJ)j8f!WaF%-ydW%_sA0<
z?=ka?Nq|HRr-p^81uH>XRE&isN=lMJ!3qQrM0SqeCxwsH`2!+O4oZm`fg>PdVq#Cs
z0zuz0Gq%~pOvxD}4597lZ_j>aHp)F;b!CxFT3WkM^z^Ely|g_kf`~)vNpuho<tkHv
zM#<_?J-GBk>R&;6Q}s#8e^NIdSJ=6Z*DdZkhN8EX+QzN1r8P}1q|v&EN7XdDoAzx$
z)vDobYf!m)u-z(bcPe{r`rU1=a@STELkFXW6ZZW(4>{a{IDl|-#zx(0xLqCgXenHM
zK~S}U47V@|b=44r0U+e{#2kW08Z!(vH7@+C=-Xmtmu22Y($H4Z$Wv}4Ewv$NDngW<
zq$w&*YLx{5MM)_jjKKsGLvczPTxX>K;lH*XwfV`ZJy`mf=I^Phtru$2uJeCUx2fwi
z)|a@sf3?|alWDeFs*ufk=x8e{kyP~ymlvOUiMKuKr@hA=QVm1BOQfK!uYc*ODPE|2
zstajElo2vqI74tkr`%FT4^ixUXX&%kPc=E+%}pc9E>YR5HP1CQ<xO24meCf=rKZ#T
zUZRHEQ+T-*R_Y6ls??S(Hj916?{lrKtfQf}+HLi>O6S?2p{jkVeDu>A*VAt{^_L_$
zy`!sir!qNvbrxM|U>7S5*>;<mr((4<?c8h^JFSxF+myAG^(|FfuGJK8Hv4O8p<zUg
zCKV+tS;E+LlsPXb*=kHYl}sW@s!O)#cBQHE%1T3B@__|oWUQ{SNKy68Zb&Mni8Lf`
zsisx6YaPz@3+SWJ?<)NcdS&$m%a2xQ<~OL0YAZ^on|`03zUVrOk1W$wqVM-TaaC}%
z>8i@jOQxwb?zEt^Y0Dth{{Tl{sqJ^BZnX4t?=e|RN9JW-wzOHBG+J`r(!vQJP*Pc7
zkfjcw0!#12b#*MD5Pz7!oPE}btyc1??RtR~E~q58X0B1Cb-t6*Lm_SyDM}=$^fnVJ
zgsCV}5RD$;X}Ma}?blJgPOL(d0@_z$((7ext|3qov-cxBB&FV#X>Gqa^y<|6&WB%1
zNm?6m!lu|rX$VfkC?T|x3X}y@Z$ME5*&#Ln(3_9|B-E2rovb3}>3_Q3S2fjZS_vgA
zqx-fHaWK+9DJB7xbu1DHQH<e%nTgKc0FNa2{Qwh~!Q|{tar;IlGk|9!z}*k<@F(w%
z!+A3~#&gE*G5wnBO!)Kq;mPfjJHV47H<EY8B4%b!05KsmnIK|kybZ+XC&81%aRlxl
zL>{6x8;J%EKc~+O_a6su+yF`3?b<u<!XD0sdG*S$NXNu>*ng%>os3{aZgw&Oz!(B1
zcbVV5CP&+aoPUf-?0(oCqaFLmP7c$9Ct(wT-(v$Eq7EewcRg)S*{_^95HX(}qwkHg
zkN}Sv;rJ#98*M*h;$v?8q|Y9lRC=5AF8=`Gr$y<lzeyETzP70^O0TH(T~56)rmj?q
z=LKG^O(k=cMyFCDmA+Y2v!Ii1wy|$d*3eR1oVYHHb@Ub73VjB8rAMWudeVQD_cpya
zqUTL)PQGfg*;tp=Rdl4Y3d(y$C2O}N+uFHQs)_pgx_U|~db(<gYKPi=2|~E$@e~g8
z(^@!h{o=enP)<EAlRlt8Vd-6mSG1X`p5>)%zCu;D(qkf%ZIiV`g)3wqS0X{Eupf+W
zHycM#KVm0iGZ`ib8=Ow~fsQY2*87d(;X`S(P*z<o*ILSJb+*}VrGC2Maj&j@6tr{{
zG<3*zrmnKCrN*i0shDlY>K}2onL?JdrCyu<CVz(Yuki4%^!-a`^%bXmLsE0omi2o1
zS3NzVUeR>AVcIwCP5%H5ZJNDZsq604HLYEmskdD&RC-$A>ukE3%{f5&6w-X=&^p%d
z%Z+!Uxre8dMCJbgLF(N(tt@D`vgJ*^SA8vbqrKZxT~5>V&Ob(~+7<;<Ez~gMtd+Kh
z+9WMHl5_I-l#(Z~_4n*NmkSG89bhd@t!)sbJlY*>2U}83(_q_Z0w_sIC|1ga2%tL9
z8XW6;5KRxZGQ7>@H#IpcsvgkX<mI0*IZLgn=_u|s8b6tuGg0V0RZnlYwx@0N&uQ&b
zZM9vRqpxTeXzEu+mTFraY%RnBp~v&v6TaSKIXU=0l)xDo<GCKYeR6Ye@d@Y4{-L?m
zW99yx)^F)8Iik~P<&~dMS#-5MpG=D5LZ)c7KB?AMpR9e`g-i91zkGeS9dIR<X_-T8
zjxqG<>3^Tzt+my6Ej>8$zfp5%T-vnFezUo0?KEx3tD(~N%ax+fUwf*0>0NK5W`>sO
zf3naiZd4$yuH{I}Xj0uA7?^db2BvXeMv{3fA<57mPom4YLEZrSn+fjHqd>I~IGo6&
zZ4ip8r0m<)R_i1io&vGy&o{pqx{hsr8Co~+?sL=Si%VAM-8IVXJm)-VwOd!sORF5v
zI<HXb3i`VHeMXkGRM=X)(%<Un%{4Xh^-><Y>h)CIU7^)=)GY8NWB&k$3cn1CLkfEM
ze-b)wVO>YHM@g?+)9B^ZMzgcku>IcR)gyeoud8=Qy;RMmzv30QYkTy!dTWh61xd6e
z{{TAmzKzv9xYl~Nmzv_qU8c3JgVfjU8?1EQ%?W1ZVAVQe>sMsd7F&x+TF~8frtLvl
zK~~xpq@ng4NKpxste6-R0~4LQ9{u0}{SO;P@OdOQ*Py#ICeg%Ei!8~^tR`*JfR#4-
z)?F^izMYce2`NJMQ?gP84r*~~HC+@!17e_hsZ9W&6uLm5CZ^`KH-|eJ?;G!k?>HEp
zhW-x$Ip1@fcAdrv`-l-HPQ)n_gC=&LfiOGZl1KRV6mj}*+(yPeKXHyZh|=qwDZ}bD
z7PL7V1Lik^2#j{yw~Y22A2}x(`|e<nB!Xm5!P+=ej1ouO4&(zkNh84hV=zn@jrPFC
zd-pl;d-k8qi`QLVJ4?#{07agrxyQ)<W%`um?<%i1-bC_&%iT9Id7brkiaj}}ZW?yO
zYt*+(TgtAuQ`gkoY3&!QHB#B2qN+n8?`|~?Fe;Fv^yU6dFDp6Qq;&T*IfZJsX{|TQ
zE^yi_8@X$3T+MS<eMv!~?^b&-($>vYX`-r4o~5eYLv^OR1zoK*w2$2AS4xH5s8dYu
z%%>>5YWj%eha<Vc>A#oS*jqU-&w#)8QPEFYt<^Nzlis$qX?UBLu#43Je%{43Grz;G
zRKaMcL_t%%e&Tv{^^46t6Zn1TKSy>ec8sUxwa$T!X<2_Z>(BP{_=c}+-|mzY*Ou??
z+Nmvzs<}86l-QMVaR#E5%aZMNPTP3!AD0f(P4<7YWtsIhCGk9IrsNxuO2e}fQgVi6
z$$8gZ4kf1?oekB-P!bqO2_eF1-Fp>*J&sSh+_D-`VpMnTOcS#&-#nChOHHJsy<14y
z*=b4vOEokAMy38xzPR*-$_*=}d2i_X+vT@b>pQNx(|qPb^*V~O#%Nf3PSnyXOI@{1
zMb56ao~0_jTdy?gxYkySRp!=;(%oZ~&nLk@Lm!3z0ICnfHpkArN$L5W0GlTuY!q6L
zU)JlLTCFwh+v}+BHR(m3o|@NqtGQIOM`EmX=FL4iKRq*Sy7P;14dVX*5nW#O_ntKR
zbxUx!q%_sBhY;d|fv&x@o7>ebuj$aTYACAh=y}CD;@0B<rT$uG7Ovj@AD)PHhd4bB
z`oHyUqJIz@r=@DnK>cznc{xE*bJLIWk&8Z<rqwrOH>vF$-O>-V8nV?fNo;NH7pa@7
zyRBB|{{V*4sW%sP-zT!j!FvHCiMAy0ncmU8FN!$gWS)LqD#RRNi5B~ba$F&D4a=k~
zuVD_jx0FIQgmN9Ibz>HGNmFwZZQ(=E8+vKN>&jDWQ<DWmfNe74sZFXHLJ&zQzleh*
zOz-pe+9o!f0We2?3_+8&Gn3rzJDGw39#4)gtE*~mRn?a&=L7YX^>sDXZiF<_Ua6{m
zZ`3#$Weu{}an}~UhMR4)Pf8GkfyJTQVX)h|+!%}>^hg3Ek6op1MaaD}(zI2oGNx9q
zDC>hUbEP@dbI5yzqFbCCcgVpxoMH!(a74@w7zQ#AbCEtVk1{g^9pI8CBW(G}B1h>s
z{Y>PaJbg9)0FzhAo^)S%x9VrqHz>JN$zE}zlANM$#i=x3I}=Y$Nm_N)Yu76Zv_)k~
zpG8IG4(OYcnvm4f(OYbm6g5=s&ZhNq)0%eq$KtqycwQefKC~fWgdl`1)UbuE#i6Fq
zURp|93tEzpwI^f}0llIgJ!DPtHLZ>9P7(7mJdk`wbD7M*A3gpF6UWnkHF-hH`(L2%
zNqWoD2jV;G3tD=XRkxH{rvCuw{<EGJ8|H}g+kJTpue??1%QF_SS)%mLj&|*DvKu|Y
z*HL}1Pxg_El})+2Z9K=%pFj1TM>M@abF-K!u+wS!u3~e8nA*hYi%k`>j)uuqt2LG8
z`0b9@Y}53VmRcGsbJfbCptsqnDebg$%(F{xWi-t)k@QXYQu51_-jTJ>EIGH&u2s`>
zX_noty=$!#UWzN#70sIa71EB+XBNAtqq99rYOJrd-YYG)AFa37*V@`eak$YbG<<pA
z%7<$u`!R&!Gj7haDTqzZCAm2_*=}l8^(hDw4o?GDK5vpj_U0EXg8QXSu+d3-Xm&o#
z;7?<7ZiKY+lJbog<_juH95e^JVU;Z<9+3Km%SCEJ5k)w%Qi2Xwmb!!0g}X~!to-El
zm+Ehw3e_wr%~PfI$2s->qtLaLm9=y?3ba3`uNT_pF9FKSeYM)BF8=^n)qQQUg68Ei
zD(LN|huZH*zPIjLYm*#<^j&P_qS~lqo3^U^cDtgzS6(j{Yo4an)zox)bZENA=_%W{
zxnjSurCMF1QdkWI4Lv*56f}1xm2-E^FIoKg<drVI=Epwt&XRAH+^D(S8oFt12TNzQ
z+rNM^ZB#5O$8NIe)hf+Qm#$3I3w=Gju|kHQWlBvF6t<Z2Uzy&OKNikqa&EiVJ(HK(
zr<A^!bjFvZ=EjrO*6n#?)9lh{w<v2DZq*2O*>^?WuCb;S?^IP()3f|B`;!$6E}q`U
z)zSRX*$IB!cGI*oxPyJ8myyF8ns!CpT45=c!{;dTYcg0gf?4j;^R1<~36^EG%CzEC
z>cZSY9`ydu4$I(pI}(p!N%W`LL+wbRK+H1g+EZzMdSEz}IEK`<prO^RFR3aBK}uAl
zePjB=^vUV7)mP$?p&R@}tE@T;L+Rg1c5AZvV^hrQ?wrs%pH`huTFny(<|Q@rNnM|+
ze!8btHEh3FsX2XJdZN*6>38i_R|gz=v%lVty#Q(d07!bnTR+M!W@x9q1#^|#x~aJW
z9!=`SVsu(7t$zJZsMU2>YTaW^Uq@uM*)>hN?RR$Vd2*uYtwnIV(Y1M^x%@5b4@Z8b
zu0Mx9j{IG9x33$gGj)wK*2@cAoW1HBhPu|&_R5`EUuQ+0`+a{}-4xq@*}8YNUDnfl
zu$uO50KZ*AXc}s?^@EwduDRK)xqm@o(tOnBrkvzoGOVbmxbm=Ti;wml>+J#=v+9Jk
zr|2shwILNx(YA}Hxo)ATyVSdJt+-K^?(ZtE-!N<!v{REv?ArTA)b1Fz-@{Vk*m1dB
zKM})L)ZE07lu{+T`L#=jrlfHhWHjTA%f5$QVGXtw<I~Jxrbyxv%`KPZ)Y@N{Nm7vW
zPAgzdHnlC)Hk7zqVqu3JT2i-LEv>><N71+9-S}eq3-mY7A51>0-l)7EPF&&jElX+V
z7bopjYkkK^+H^G=15n)C<<nYK`!!7)6!vNh#WF1Q$<$3<ZjISnuc>a4dV$-oTlu5-
zTKZP}NIg#KYbW5vtTaZS<rgfu38u9kxMP@FyPI`Z+ov%uioMlXsWiyuJ9?j)R;nwl
zxy?JKFJIc^+Nt#ZptoIHx7nPgw_H8GjcTvO%b5K7&|Z-JJNk>!x?1n)&(k+FG(M)T
zu~;ZB6*tXqqcqh$c9^(n{ZmbGy|rh)+-_XGy<hZ-?=I6*xWgKP`E#YB6}4@)&$3>Y
z{{Y^{_^*B@`prI-H5aH~N1U0Y^uc1i>unv%3za7>M=^D8FZGp8qME;4P+9I(w%Yq$
z4KFb5$fT-OC0gw_8-1C!9&Wc%t=m_jDZbI*ICD?pGx&mLaNIu<3dDQCJA?^z&a>#A
zn}?t!*_qQSrKVlN=`9gQR-x+-usgRDLK2;oDHKjl6SM1VsGB4ks-pTwP`x;RlXL1%
zT->#b{;c(No6_}?!&7g*S@jm6)x5pbPixIC-PMz-YFxD2^-X2>Lshe9ro6vJeARaM
zs8w)ixl?U+-$t5?uc~~u(;R^OIXSoK$J1w|PsBo|(a1h>>TYdoUsJl)$Emb0FfQ5!
zt5$%$+_X5a)YN)f{iEy}Ub5+;H6@yj;EgAK(W<1pYb|L}tZbDFUYq&K{7t=8bIVfm
z*O(lM=GQs(k3J}UKl4*r>5T(@*6iEpuJqJ4ikB>Ol^3IBOHJJCg*`Pz!i_g-o8`j8
zReaPf+V4!YeY=~Lm!~hqJn{$8*E+o=)%s-RmoePuVl{&|Zfa^e->1~}HuY_djXbk!
zpjMu_u%~Ud>Sh|GBD$T0eLE%Ub*V16?)qm5?KUYU#O&rE)cR&pg5D7!FD)w~!*eVa
zk%$+uBJ0n)CKie2*jiCZr1xkY)s87~w$^q5K~Mf-i7O>0r6Xd2J6BCX`X;9F><8mf
z_}rscbBB`rtn~Fyq4l+&(q}yRJ?cA`yxXI`Ts4k{=5Ddkwk=5IGu5oo>J}cZvs&&~
z8$C_E=I+&%cTrP+rhfDEO|@C5y$<BvtCAmxcP8|A;;ZW4)ZNq4Homs#Yqu@$Y2=?c
z8PFE(BcsuBzuRqYUMp^Fy;?Ob{@T_508(1%?lzl^B`faN+--DK^tRd$;Xe>Qojose
z{{Ypty07J@rw&)@9&GEIR+z5VcP%}p&AAnH8dlkIv)U`~m2cfE=qTBuV&{LdP%X!5
zP*quTq+tkB+yjm|*IEl&a=TUPEg7w>mmN8(G_~U8rZo+=t+!iUy8CTywy!p4YEVrx
z^%R1s4OJRP-==-1+kTn)ni{Hlm$#E0k;9#0Qw_uMF(rw}xBd|{fZWa??3~IrCQ#!p
zJw{PDw4vVdO|7)8u$J2`Z8mSDxTUGbM|c;Zs7}&A2{i)yBTaRWaX%LCRo{mvGx=4f
zITh&>leb^@U(h_=wbgS2)a84|wZ3g>T??T#9)oV<NqeoXe(|bkwe3}Yn$)(7m3_9(
zn{|&(+h}QR)KpazloWjxwf+}hh?OrR2ddjwru~0z<eesfq~@!9%xd|ht!=l<Teg(1
z)$Qw=dwTUnHmFvX8a|S)^>MthXjK)y()}y9N2y!7Pzt|1F*|@HpP0mtlZie4(>!_z
zkHsI?#aE{KKSwR|^6clQmid2C%35Anv7otLTYE!XYiKH*)2?a;bTHPH&ik}9)YLaR
zjY9qQhK1_OO}^tzZMod2>iMK$n2r-AB_)BoEcz2QwLb1R{OrT3mtEdevYIB3R8gi^
zu`YmZvJyhHc9OECEEJueR5lU?ZAy*X&CeL`*Wrcut@0Dlx25k?8Y5rww^egXpS<C;
z>K!?vwKvdM8njyUWz$dJ1DZbhtE;PP^&qp>>znJkvZBvPWL3KFQ(t|lx>Zot+U(1{
z`ce2$ejJ)(l|F>MTl%l{;py{5^D~zkheBJqnag@jPh)3MYO3uuXw&x{S9a9amYZU#
z?&FK4Rie7a&@R-}T^Dw@+rFK3w?`|w>t+7{CmTaE&F))rdsF)4wA|{sgQ2Q*(bxRG
z<x98TUt1`DhTSTu=oP5yb(30k6^>R|UPhc|@2M=eeqvegb+_#^VWgzxrmAY^={Kt%
z#cR-4rC-C(U49(gx8~-e=chOHpDcC1r%Jn>yG*t%)=T>oHJWm!{{X4)R0^Wf7tdn0
z;?-S67cMT>>t#c&*IJpoP}Ey4YPWPOT5?Mfb=Es5XQt+{>DdXqW#$>gTU#=6uB8(0
zu=|ZP+?z#BI@-!;qg4V@r6xB_q@-2-l!lvFY!Z)I!U3TGt7y=JL8l7G!v)s(r!^Jo
z^JH?Wf||bZaj&Cp6Hd12s%u`TreWq8TdXIgrve;cE$VP(0ZuoSeUWlA*8QIS=>Gta
zp18T&>PuDnwe`u%4MBC%ytMR`?y1oh9WioVywo(>BI4$?&<M3AuT(0JNk#6PR?`Jt
zsdX(4v!%Mb)wYq_SH<%zJyQEL)Xcj5MMJHy%M2lIKJ(73A*PyX0Ik;@acM(nLR7V>
zK`07Q1CM|Cq4-?$d+_%49r$|Q{XP1C(ERxI4b84;=$%)f=&afzsof!<ulC(hXROn=
zEnJIz=UHAZIx?HCn(2MMiwz)EsjW;Hp{7QfZsU9IU8t7BCdM5pH!_)dqGuhHN}4Cq
zrRC)mtU^iYz{`u0l$l_mGftt#Tv`$W3e=sL+cH+2qL4_UK{Xa7LuElV0Y<f@K>*gY
z6puo^baH2qoT>ax`C;le@hQ`qAC|m>^*y3>4xqGXUQpEDnAJS8V@YWSzLlMGMP}1l
zLsFebbGf3DpI%ki=yg3!!&U1$&A!8OQ*F?u*X7qVKMd7+#`Po5s$ar~mG`Y<>Fbl0
zZ9P<Ow=GLh^*w*rS(97!j9+!Wp?cwaziL{R?vL1X^@)e;F7~T(E3Ec2PNY>_K8Sr{
zdYaX@Z5gY55&HS`Yo>it`qaL1Q<(bKOI|%Q==-(q#h^64r>}aul=lrkd90_X*Ay2z
zO>L$cp-t}3{hO#YS`q5)MQ*a&E9kDelf<oO_~i5Jmfn=PZRsP^Co3-AmwBDYMrw3N
zG<BwyW`eov)t5$T$23Y?yV2Ir-0$|CL1C#kLtT5jYAeAv259b%x-N`UR8Vyu&&_s)
z$yr56OQln+%C&|dy@?@Ro%y{EEy-M25^XF`I<nF|2`;FGxK@dZD`{yu&IZDi6r-|9
zU66a-sw5Ot`l9}^&<cxX98GHV=j(6Pmn3;n_)t_?`8z|(`?H#3l$^ZOl$83yp7U?1
zvNdeC=)_-jwWj^4U#rqq$8D8V>PtFNPSn}&b*x^hF7~QA7AdulUkUt1Jq+^ammh{#
zsIGKq-Al@=ou13h8*YlUIcn89YS(hTYjkQ_G}UWOQKu+1BaB#Y)GwmG-%_eQDBZ@l
zRj!`fd7!IjR9=39e-58tAA{bo<*tF%+`!Wup7g)!3)6j*OxE2whpug0wB_pg*Q#jr
zrkb~3^#!RE7FRABs+PL_sVhx`NwcBqtGQWYWpx~@XHVGd^y{MeW%cXpJ+E4Rt$Cx*
zPGsp?J4I#Q>ua%4St+j<O<7~KS+sQpEr~Q%%iH%V%el2(tLUy*@29ub{{RoBa`OEp
zo9Qi-_U0JoFjBePZP`TjdAu(T!<6j&$|q%7d2eG*x_usUN%Bfk;+ZAoIM&jWP?rlU
zQa15j64+OIR<(eD5>1;FB`O(<+J`*vdUl`I_cs3k7LHWwpGDm8_3ftXt*Yfs*4KRW
z+f#kCa^jWC&8tRT?bTOWApV_V?{a3crMqRI>Nj<b8(OmEMRC$M%|lCdVCib6eGBv@
z_`7;r=9jD;bL;Q%5MxW|-%%XA<&!!e)0IAlu-(|Qw3JzO9h+4=rQ0Z~D;20O);(VS
znxLxJ`hx3ZrlGmsoUqYaoTRU+Yp?$Ri5I5MbZc)zK9c=abHCSv{P}NMRM{ysM<mXI
z(stUeN@-n1r|vcNl=OEiMyF}(;Ic7lu<7kVOIL5QR9dwI^cJNvail}HD^7)d{3x{N
z;iu}y(raIc=k_z29+x@!W7gFgz3ne~)z+(ykb6kmE!BF8&2?u<RevA;Gi9mN8b01@
zbdB1!j^v$3UX3+>MZ(ulbZ=~?unb2AM6}qIZxD5iYC>JE&M^Fw&#@x$n#ANV#-|%>
zth(A#nY5^Pb4qd0(#vjz04^bQ71^t6J?R8`zyzs8ZYHTYiVBMn9I42^!%vuhk3~nU
zFI|@IZ&-Ol%~pAjbY;B({^!;AT?fpo(rhVzPA5%YE;`1`c;)7wO_JSZu~k*xsriFg
z<?LN6YaF(;$I+hZdhh%^JtzJdo`HEg&kX^pZoG&5M)U@k<*mko<)yiYYq@G2Q_M<g
zYjM{11PYN$^i*_iTXhv(HC~ISa+2bvE36f?`i{uu&g(_tzpQ)qsPw(hEoICv!@BwE
zJCJ^i^&P`V)bfK<&}uGh=-Wl@b#9GqYi7@W)VDV88jR9jtu=RhAgZ}tZ?slwR)37T
ziia*qcclKKeQA26^>W^fYt(N!wLdi&<?StX9*n2IHD;uy)AY9_(WbS!I(sdy*2=x~
z+vw5mR5tsKHpoLNLKNU$`HU+WpP0iQm&Dtb?Au+^#t^oPQ<C!Omu)G-CJ@k5F9EVy
znPzFndyu7ujY3i{c+wK2mbRWLAh=XYN{WJmiO8iu0s#hxQFBkAUT6ORl_%;d?V&9?
z7n7WX<z<qpvq!h3wYI0`ojvoJx`$O={{XYd)8|pL(r?yVBegZZO-QSaw^ms-n|E4b
z{R8zODrx5acg@q({{W`<F3P4?JH0+J&5L5%t7WEjpDNnd8h(P|O>{#IBA%B`F?+S!
zs^6q>A40;Y=@V2MZMG?^RLi;tC%J;IQ*&pQT+<dyex`Gly8i%3Yu0q_(Ygoi7w7bT
zpttG@dp+Ko>1@4QYV8*qi+fbJN=o}p#*VUq+KOtbN1AnMK81cNe~MPM{84$I%iVLR
z`B$g8L#O#&r*HaeNa<@XqPS}6^Gm2NP2FoM@7k8O*I;hvToFlbqY9$a_If}mT&P7N
z6;iY}%Sm9e*evT(ct!^*j52u+yNb^)XKlp1#Z@HHVdCSn8%`}{D%#j(HKxhg2T4vT
zz*M&sR+?-kmZADaqJUTpFC43{xo!Awb92-G0H97>dUU-rW%Ys0j%jlDLi)7TRVe0L
zwp}*O?zZ`BziUbzJ#(d~wc4z7RoAL|`szIirdhYAPigy8wDuNj67!c2Lj6ns0F!l1
z>4%m))8~$w{6aZ@Pj%$yEpA-r(v}@Zq?^%NgHuy!Mz2?zdh2$ipyoYAMwhI(R9ft|
z%^h8Bv+5?RwM}y9k#VGQo|W3a2E7XU8Rs|R6VB!G6OmUgUs|=5K9acWimL8p>W8$o
zf}2j+uNr>Kbg6CX8%_H0bgZIxQPEd9Xt7x?mu1?iZnp*~U1r-*Q^mA?nz_%Yxy!A2
z3CoQOsd=}|?F)9)_DjZ@<%Nd#tM0Y6nmXugnvGT)J-Xhz<?5b}?1j?Ps*2XSn#6l=
zF-j8hQa0~OO(JYc$o9F(K_%W#Vp6lRvY3mjmz<g|w3W<EslP;)LuhtZT`5V}WCD^3
z0W>HS)l7r6M4+UpBB@9R)gMTjf^sDDpyPdQ%q@G&tGieJV{3h1ukW<<EZW$;>upVW
z)i-7>l<!nkF>h++eXg#pZh@MLy0_V*L&1jLs;F@dg}&mI>DS>4>RX*Yjd|^;{YCP7
z(gv~hV*Qgy+_bg!-==IDvE*qB4P`sJhg4k})!Ji4>vicnnbUf9y~Wp7THT^*#?|V+
z<4;pTMEVa?eHZfslm4H5UvigTdZ^`H+nBtl<<7FYo@Mf}%U!VDYhR|bUo7-=cN-q5
zrCk%s(|WDzUE1+uuVR+2shd4rww|WjadnE?Z==t`ukjc3m0<i;Jz{HnDztB={{Tu{
z{{ZDJvWrF8bscrfLLDtvp{cZk7OPH`x7rQm6jw`?b!NW5-fi}+L1w2#b=Ic&r)j9@
zZ0n*q_MT<N@XSg{yba7oOkrM-t%a$nS%7AnW!ya;ihU?Q=;d=M?vX_yAt@z9fMgA{
zD7X-Iz`e?CWqQJttp~J>tMakU-Bz7@&F*CDdaDxjfz~|1)q0}grrD@!>U7mb{{T=|
zT`o47SA{j1nzn6K6?GJ}NGws0VTM?7VL-gEq*ZHA!E5m(=jSMND|!u|!_$*mJCe^(
z>T9Kv%ga7k+qFM7-n`mrbd8fyYRVT`8ou{WXnRo8QR>}CL44F#bfV<_LoHL(T<>;|
zIr)XkK1cJv@ipd+*VC6Pb-y>g5NV!x+UhlJ%axX`bF81Xa<1UwUDUeT<6Tu(SE#9N
zNP3%6SKD<qqIs%2t5(W&+?=~t)>X4}?BC)^_-*nPew~lvGx&JW>DvdPs#mRcI;u@i
z%-gm1n0F0jeAl%)60+N7)B3Lce!kODX`AwGw1UBPu3oJE1zB0D>m9mU=^S>8Z-_l3
zI_3>7UB$4O$0W97rdUu*czgJRETOqc=9KEvXVip`MQ!$-C@6JlT77bA60jUl2yrPp
zN(D74N-0%>1$F@=Xo3bn<s6^rA>UEl{{ZKwsc*vvlfJzv^iQWdZjI(;i$J@n9e+`1
zt$ko;QdsnMnr_Wcsp=>-Eq%hS-*nSfYhIeO+;rV*+GVP*cTAgIn(e0?;{JN-AH<LF
zS>(?+JqK#-F`}6C@#>17n|4ZVc~?!PwFPf6G={g*N0;~7-630Ny<BUwMajDrLH;FZ
z)bv%?TXlUybu@`?-2JBGThr@L;rNPg!&v?z_HR*EjWcqk)|A>wo<o~$U2dws*Vr}P
zMVh}+QQvJ>DrYTpmZwvuuXg)=c9pu)HP>5RaMd=GPi=0uo&7Iz+t)|q@y`aiJ<Wen
z*NcrGB)NI2HQgS!*EVG88!nEw-0vD*%+-l>7P|WleSKZ>sZ9zB`iCzUpxq67)s8(%
zD=R6sj<YD4nYq^{u($g;B=K(^Vs8v_sg`kUIS448W#(E>rOYk&8}A8Atsr``<xY|t
zps4JmC1KSM!IY|?p=2F`4R$~P&;l!{0;KqEM8Q3X+z-(B+qZu)Ja4?KR)j}0d3dg9
zHtW2#I@?R9m?&i2g+g>om%1kPOSGoU<5yEy#f??Z(h34<jZ19?ns}dSc^-Ij>5flx
zr<@$5rPOwPV@=BLXmbOXH2S{5R*Qv$RWYJ<W!p@(sO)v<OK7aK-rKdN>20fRw$o8X
zRKv(ZLc&KL+pV`7)y9U=X`!pS-EOtC*863$f}PsR`;Ee_)YH;XP*Jdzzgb;bP~s`6
zDQVkwqNb(B*k!jJT2OoD(jQ}OD^go|ous&uP^6*6R4pWcP@s|&2>_(riiq1#iVW$W
zF-_WMQQ^Wp4E#`B{5{v|Wi5UhG<D2+b!V6QTk7g-YdN`6)pszRe(bGG<*AN$(o*aD
zb*+jY;8f<4=(~eXUQ>Fnx7<ytvfpd8`OUuFi5cEE810ChoXCNWIRlxzrRJw4HB;Ib
zoP4w92Pt*6H60zwqek;LMru6;s;TYw6c?@auW9X5ZM9vRqOWNs+A5c662(htQrKIF
zl@2}_`R+;ExB^5#1|;p1yh+f**+jIIs}0S+Jljm62%MUHO-xLr3q16|06ew*B{%>I
ztv~{TDv2s5WFn{NfwBfxrTJd^agFa<^1qp!w-%AiUR~?01^jxM>bn>A(@9_Sukor{
ze`DXNw0|A9(Ek7tr)1UA`>#>^?X~qRb*(<~3bD4$ZL94SwhNWBRA1=pw6(_HcGGnY
zU8_Q@cRNFkIc%)8rB4><swfuP4KmnD6v|Q%o|I#b-TKk|LHYgb%yN8l(K;C)?j59S
zG&Y9*#p&9uK2xXbKZJENb`=+kukjj&zk<@1Du=M)3V+@%dx-Y<*U`r@c^k@aQ+%N2
zAE{nk)pKu=T4z%`S<KE|P}(fl`rT2dYAn|~dg$pa+J^06vfL_Z>niDPH1zfNn_EhH
zktH?M&Ls|~O}A%0Z&UNKZJE?E`-_s4bUv39g5hnJU3D!5E#}gJ>!k?`SxGx0ruw^7
zO1)A=6h#QFE<mXiB%5d}95bzXi_9KnTv)tw7hP)}U|p%0`bvAIwbb{$RdHgNLWMI`
zx60c3mY7KZ`zduT%0TJHG|7Ta;s5{`Grxg5XYDgN<Fr1tIiblubo!|0S2Vpi^4#)=
zk~-H{s_)C5TmJxN^v;d`%2>aKTj`At_E$z%T=cG=_p7PvE+4|IHwvq5AJuy_@2v<Y
zj?ug7tI>P^0ENRol#}UZ*G20-i<wmVp+2aobS8y%=Xui(>wC@ew$XIv9cAg>W6^yU
zly=XhD0KCr*w&M-VWUw~M@4g@e(R_(GjBC5hb^oz@@AcsY3XLmDOMWX!U~;r@wAkd
z<rV5YmUfg>YJ`-6MW7{hSQ{Xkn$c9yaU&vVH|0q3_q523fQ`O3?LCBk!;aE=DD@mY
zBYLIe=czC3vpUu8QfgPVJsy^+d)Z>`Tx{1%Z3-TE61GysRl%CT^L;Ni<uVk^I1mP*
z>6_EXFnw5a&zHWQxmddrHU9uJZnYL|GQCT2devk4+G|yH*=V@jS);C9BTiG>-EFr%
znbeom(iPB^scGyFKD`@rBhgnnwPz!_<4>p6%?%vYj;7|FJ9lpVU}BR|SZ&&p(DlCH
zDd~gmRNC&ekGQ88Y3gMxu%?-H4<zc$J0UXTxI6B&x29yBamg~Wmz<GsnP*)INec~?
zEVNdVHdH_a8bkp?ivqzyhLr(AiluxjmhIQ|YM;?PAL4t;Z(iSv7O2;HJCH1L(!Wq$
zG`FVVZ$(wTbUG83dV2cBIlez|wl}7&+Onm`EIJa^MW=4eUp2!Qy*Rp>N2%3c$Aj9Z
zTrq18TdideTv7{5d=9256$C0UL$9}y&^nuGVEds(3U7|y=$}M>x4HSGZ`z-c{+l_Q
zskCL1$xW#4y5;*aH0GZga<-15<4bt5-E}=hnu_aht)Zi-s-?Nwo~&k~nwp}bg-(W4
z`aIKD<s}9Q>L99QFD6tKnFlARfgp^KWbJUKlPtN(R`E7x8JAqTC1jgRA$UxxWzgF)
zj;#*3^TmDAolDa@F0P~vpqj=@$t0kpkZPk}T-KzDfCVZA2gWAjt~}!1b!v6jR;L|t
zYEqV^sFf*dStO}yR#c;cb1}p_;KnBdFai5_5!e%$#}S>!cmw@1F&F^M$@7CC+{by&
zzzvLTi~@c)A^-=Nj3QDZM$%#lgE9ayne#b`p2L7|Fgufp+kWwr<8AOajDj;i=8==O
z!gJ*O>~_pC5kGuR4{;dUdzl6>42}^v_<7T+!vq7kF`eQdkCVDb_(br@iH{~s&hrEq
zAQL`h#^CQAz@4%O&Q2rmGvIdGPcmb80y1Jd556`zB;as{d3=8EtaT9l=VK{9c=6&p
z0z4RiT2Fr)iN|s=zCT|-b@TQl9kNd3WS-*_9nTB(k2?|Z`u2_TcP2PPue*O6?}<-s
z<df$RWDmKVg=RZR;0FQ+`1ai6Zqpg_GB{r%1~w)@++%&DoX1g&ZNNy$`N5dXoPVc&
zs1Ps-;SXkB@oyZAJ?GDP*g^P=5_5wGBxZP*R>Z^|&tOdL;v@ZMxrFwd{Cr|MV`X3w
z{utqcM{kiN57)K{KXNf72;mk99fVH!#w5-@`5DF}4jE7?0zB>{?VJO&ZZVzskIp0c
zb~%Fwu#z{E5=K5A<~NAO!afX~?svckv5pY;^~xWe<|22;azTg~%-|CTVmKs$CkOV)
z1I9;^L>b$>!}j|@{{T#40LeH8cj83EgTG;rAkOpWbNQxXcHsz=<mPw4IU;cx&NCZ>
zv;)MFqLn11l&L0CK_G<#Ac8;6NfRL8nFd6fa(0=LLCoNG6P$y9cibHC1GoTu_7HcC
zzBfIfM8^n5VY}tg4Y=Csmr&Eb-@4UUO;B|$fDnb3!;4BFbObiEeqN;D5)Ie!J4Hxe
z*V&qF#}<jHwmQ0C%W3{(wM2U9RJF|YIB=*rKn-!O_yRV>gE8cH+>#^u#sYJaa8F^m
zJ>=vF8;F25;Rx9kLtv@vRSn_lRVmaVic76DETvKlwH4IGRLrFqDoIIEO!W1vhD8_j
z_06!SSZ$kw0no}{w$wFN+l!I{P?nTlStMiopbQu?76u3tkpply1F#TB=p+vWd~s2y
zTxm#gr&iO6JxFo2DGN!+l&vKsWXwp;HY0=}aSk-KG~;V&Xdo>PB(}61o|Pp+K-lz=
z5e6a%Q!yKT<|DU#@_R(*JLZ|xcP7J4)D~_O%)F<QO>tp0Ot|8~>QmiaF1ij>Lfk3p
z9dYg<3QfSc*eZ)jt+P8sr8(C9RidR`N=zgKF-2BaOx8hBA;oS}j5w4|w{FkNUQw=h
z>;z=M-v?~x6S4mQ4hfy2KX7nnK=0h(5^?f#skU0`dOn8o%Pu&l38%R><u9_@Pxoc&
z(3MjuYX%As07~U0N^KtLqV0n2+FM#^mr~oQacr)TqO>ix$m?^aolZEG(jci$B^@D2
zkUEnndwjI`{aQvRU|{VMNs&7q`@qiGkB$kS(2STHLE96EKWQX+2rZJ80+I;@D+Cm%
z9HfFJBoVO_G9q|Vd*lH)$=GN7M``f@o)LQL@W~=0?SOm8QIUzA_Kd`00A&9Fi5c=i
zB2IDe2+sK71K+tIlM%dm`}s0tj~pI8^MQkjk&;Q?f25d%B17*OpWm=E*ck?3_TB-V
zh%hEMF`tYBk&n>lJSjNFbKks9K_U!Ki2z_=a2)p_{<(v(`2PSHAAS)!^5x<2hBt}%
z`$>{O7(Z-Ab37gU0C&fH?nXOi1Wb7lq)0eB5hEUajesXRNbkT8Z`KL(+XHR;{?mkC
z+vU)QykdXT+77}e8QZ*>Cv?$zbl+}%?LtrR>Jo=))I=rKq=MBbI3&7KONkpamF%L9
zH99Ic>+0#~>6<P;Q0iK35rU-=m8gs%Ia=3*gas91c;*ZJT|SD_tXM7158_p=sJ{9S
zO2Sr>imJ1mE!6_eHhPeR%1p8eMEG@2VBs3RywqarTrIR~Pw?Av$_Gdu)71d^KnA}_
z9@5<%Ka{r6{^gy)9cxL2h|o;!k2(DbA09CharTKMkOUd;89nf4C-f(BOhlc#7|h9$
zIFUFxIlzE69nhuz9zxrxe=`yUZYSq`hT?PZJ49!G2^ibs$lh>#NZ)cu><Ed(ABj1G
zusDqVvJdJwI<pc-jK=;l04HI$e$&D)D3s)pCo!;sqaUdQalC^A^8!KNB64OhKoW9E
z8~DkA=Y=EfGqiceAW6^eWN=9SnUf#Z4kNbyOhMrYkU8=(xjlrEa(re1*nX}?`(#Pl
zMsow^PH;#&#0cgH-*7kb2!KRn0fCRy<!1r}PDTby&d~;Y#s&@#2%lD?e*1epks<mG
z#C~qxByJAUCpeHt4{_#BGbEj(An(3T26G%jdzg*Bax;UOl3>8hU>tDq@!!7DKfK7>
zc>A6adh4siwh%$U@i_0^M|sR2BtYN;Gdq#?-ULsBw(<LQBZ(6ji4hy*0Rw-qGntI=
zyZq-7orn`ShyrGJCVaa0b?3hGb$!~~o>kJIYGPo=-^uvc7|1_ylQFp9+YkUJVh5ez
z4EBM(PT)@woy_={B<2Z#1~$j$+9PP;lfFFWK+o7uc+Bq-al$M}l1_52=k1U@iR~s2
zfe=7JI6r6|hCl5SjQ1mm<GcvpW0EsDl1_YxjAH@V=1fn542hWWA2HtmORlTegi2&D
z)%S49!%fi1J+|L@BQx4g0R%x1JIrwYW=;o_<^)b6aWN1lzY!SmgWq6I{(FKX&SE?8
z$pGiPADnhRWc|+busk~Jp$~rQ_<41lGET$33CthZ`N<<}&OqSm+A>7Q$j|GYhiNkg
zM`Q?qF+G4gPtTF?bLL3kGxMI)zBZ1;=3;j3xVdM*_2CvIOlNEYCu2K#p8E`lJ5LD2
zM4z$yZRG7SGv)~+fI%NSPGlJ%V+3w-u$+0}3}j@<8QknZ{RHo^o+n*bF0_gFXRluP
zkux47e0h>PY(DA-X(NDR;K!JayT?e|x7>&Wi1s7mGGGv7j6e`0F$V;8%Oq{LY?0z}
zGl}vyjq}5=ssneHhSbv3<@+JdM&5o*0C0QfBQQU6#EIK)nT@|#=@>B)yyQejK1bLM
z$e#VY{+sz*`2PSA``~9e+aMF=4c7azw~xXkNrS&^W;{=SkM!@uk>m-%0DiOg8^?j<
z<|cdo`+UhWBjy0xAVHG`CU)9PN9()@8J{?q;`QfFzPNj7z;Mr@>;@zwG2F)g0Dk8n
zY!2P$f_CmAW--_gB*uG2akf;9pYYs_lkfq^12KR%JQKM&9p^rCyy7v4gM%0@ye&?&
z${l6OwCg@pi@I9c+7}e%9bHu;ghH22`;^Nm&I^pG3m^q4FbNSb2s~|ce8ANdYHTXG
zHElKk_G=hr)Tm5?x0^$CN`PbjTtFruks3(EV|mGtbG9=8?~}9+B`{#*XE_ntL5ato
zffIrxJTKL6)nk#Bt!)<s^xrg{x}|QB@77T)(!UU?=q0sO6C|FWu0S42gqF5BZ*v7r
zR$Xi^7)xzDhbkHhQ3I`DBE0l}<JD|{2r5vB9B(iVMnvR{$@8$^^dC9l&v@{1WRC;L
z?;shN+hcsXJZ<oXUV7_NHQ{h8dkExz_dfc>^;oqPqV3X<w-fGrE++tl^f0>US(Jd6
zl-Ef=pQFACvqkEPA=Krbp}<r?G=-|wC`@&9Qn>S}O0c2U+6-i*08bjEg90R&1_+Y^
zGvI!kfe=LTuu*EQL2U!+F4c%iQ__Z>bk#7FerzF%pz|m>lhT1FJMh;p4!Ye)y>;=9
zTjhPZbhi7YOYJzrwH2tQExOv;A-YC-(x8RG%av{>K!BtktfmCHsa6}Z(9(wpa;o4Q
zDNKKO%{@EaV9tLluQ08L=7HW0+okI3>ugrq%aVetYFJawEhs~N;uPz?!-WV+P!#1k
zWlQKvP*v5^0#pYY#<#d>Q&B~0)C|_G-(__)^%SW80Lez4TA3;<4k1wL>7cZhUlP(3
zv;q*WCtYO$=N*5E9smR6&T$@cd=O$b$TCcVCQr|Kk(1<1_rM*w7-@|maZ<&fS0RE2
zNM`EDX-jbQ^n^J0w#X_m4b!?~0!mdj)qJ?rj0CQgG<PP}I+D6dw4j6;DN=<{r3O<F
z8dIb50u-WDMc{rpTgXsafSYclPuZ#6pWl6V$7nR4{wmsQ{{TD|ZMOda#C0~@997d)
z?^5a81ua4gZ_`<ARPVM*Np0q6SZ%}-lBAM_rAZ|uq{M<ocsP;!581!-cL4q+!oTEL
zj-u+L8lO?b{{Z58@%GKir*R{Ff!oJ<z-<w*2NDLvVnHH&&y%#{JF36&Y1EJa{{X`E
z;ATw!0O3lbKVu`w+8}3)2gJ@Z9lIUOOvIkxp2v+;nhf`34*)mvwt0-B@=LUq?G`_$
z{q>6EGyeb%dY(E{T{t)d;E2az{{V5g1NI<^JQE-4BzY5(0nWxIKWIenkJo5B_}^}?
z+qVoQN+2aAN>KqI0#u?;NJvPYqM}9sGF9`y8q-X-X|h1^ByQbE;YRJ>Q02cmQ%VR#
zoPESk`b^}3gO9l;I5QZ`=f7c-`jZ6Dz{UpIZP6N%<`T3}s*RHe-?$S<kO};%4XFyL
zQb@{F+YTlmgZYvU&Ha+nwlUSH^#Wh0PxDYv4wZr-KHG>#)K#e@hzcmA{L%`7P`RKV
zXsv1usk~g<J$=}f3tqWcT-L;9J@oU-i-1y;5|omqC<LT`F;O8P05VFZAY_sV1HRL5
z(Rz~P61MHmFw%hj_O2-t(nO_U4-olDfJe5{#1LW?CuLT+vDwmF(;9Z2r9nz-tB3cb
z2}tS)TeWVW$&Yfm3Ib&TOHodxbJhBW?bMo^i_NmE8hS!0Sn13mNn@dIrb$2Ft<y1|
z${|ny*O0Ap8s|eyjeM<casY8RK3aH~+CQ>7dd;0nsM+_EC3fpr_g;}7kgMBvpe00f
z%BdJ1l%I76sZE1d>B~3e(^_$#bp!I;E@$0*DKYtiLY{mj#eQf-TMz<Aw3E^i#(k&u
z7?IzwgW^v4h{PgD*ho41i6guj0(^dliCnAz-gjG5!qnlNtu||!Cx$|thVKlcY`JTF
zOLFT&mlr9SRz0c_^r?x0l{nl!QgAv}>V!&mQ3q5~)TI?Dl_^C<M5vV#Pg07MV5&(X
zRAkJONGFJh+z*^@=64v}0(+SQsC4jev5Ax58IysufDfJUHw9Z<R+-lHBA3?L^Ye?9
zEC&AoW%*~F{3>EzXYD8LjlR*H<MrW8ZQD8Ah|WKuA2}ujsn5ZTV;f1CKl7k>Bkz)X
z=0p&GDf>qM0Bru4;~etH+O?<TgIwuwEqa6I%h^F)EGT?+xxJttZ?r_oBpv2AgAz&G
zBthpBj6v`7;Ab&7?jj6lwhSc4^AonhNsLAT+dcSZAjiynb}@q+91jLKwaUjqT4_|B
zJ{#$sVw~yl;-9ZPx8)9Fzn$?r418pd+j-z8F|a>4KVi5(o9~U!Xvs1R5^;$GxEcF`
zJ4}r5q#uZw{{R6v5O5<qVDH4J7qzpe4V}XxM(S3#yan&WopK=f8vHYf5>MR0pN-~Y
z5OOvq4sv)8kKZ}lGa_O!)!gG5h?(C6eW2zuoq-}J?nX?NIhi^AVmuM?Cv0P}B&%y@
zL6z_7)7_}f*N7=fZlSg5N>h#LsIGh>bGaTTuoJL9`>7-oGIJ+{Pv{~ta6HHdat_<b
z`@#l$PjCl_8-u<!`54CvP5?0kKp+E<L`VJil6T?Zl@0fLqdH$ISa^|`3TLSqo>r*O
zDqlRcsbrk*h#(!Y2RV{PJm>EL84ynR?<NF~iJ9y~{^x)kVgcW{+A*9GKhg*@CxSr&
zVsjnOeaR3c{iAsk90uxIqfGvdYq%Ry+QrMn=rypeW`kZ_b7aWcNjrD_w+HtSK4XMW
zedadYc*z@_LGU}^@Q?lH2W<Hsdz|2GKqe#fj-MhvcQXXR12{5xnGQTZ_K{uM<$A=m
zg$UuxW|h{W+4$O!^MDV1=Xm?a_?aJ<BV?j?$?u<>d|>7Q5Pw`CMhMz+Gu(C=n8=xf
zJ~%%>kp!KBjtt1a?-EF!k|JY(vEnb4>S;lk`-OF|Q(nIowmD_t&L3$2dC1TBnF3Tk
z1e24&m=is~*lpecFlJ_FA35Q8Ae=~p1cBH@l6Sx!V`+u)_Ky3^ca7jcf(bY?fy=;Y
zdWs5GnsD*0V$+uj-|E)-{ZGGmKO;HBfHoP=Zv=zFl4ri%$vbVGrgog1nC=6U@JP;1
zah#vlVDH`s1dhaPCul!A?m@=Uk^~9jYmn2Hmo(q6ICynz&2NyuE!BX3Om7<>oczIw
z*qy;3{{Xztb07EYdrsUSXUT$acJr7xjgBUNs7}#=@*)5q_D|ac&lH>IyIko_<A%Qo
zd<J!;sxzkgZl#E{6QA@!1`b3_2!eBxAa4*%5+*>BPH>pUV}9fJ*h~X%z???#PWTXH
z?<Z`KaXcMTO#av)49vuV-}**pg-(acwXhZCT+btVX7d&C-OLXiM!CYA?c`+sp;H(K
zY|g+40}OZE%oxUeeZ~Yx8w{O<PE2nHc*ekyK0)kHz%jz|casMg$A9n<IqkTKa78$4
z$lkhTO)ae}3gyOxXO&0S!-%D0Icd}vYbw&KeNxbZdY4Y*yG-U(K`fjCI;X7#E7+2p
z&o0>Y{j%y4O>zjg)hzT7;hHykk4l1ESp1!R+jj)@615SI2Ea3k9|N)J->~t3Cpg$W
z<YWkfW3UEtMstqdM}8<b2Sa0PX;E@?q)GyL*Th?Wh`wT$pczL#UbH2i?3Gkdlu%Tx
z7ZSR7RV&3^N(D@V(mLdRW>k<zVhkQ2y=lv>k!3Zs=h!MKZmp?uop~gHvC<H!AoMH+
z6Oa|Z6)f7O?_(%MElGBmD0R|QlH&w^QhE|p6wVXV{n<#|6swL_wCkHK;R2T6lu*3r
z2wOE_4pKZ%P7?VYBdKKcq2PlFkIfUss5x5ukNUa{$s?DE5iet<jq{}wxD%dwdDL)3
z{LTbzu-u59jN@Qr&xJ85$=kls9%JO=^p4!!c;)T3yc&yBqJiZ?f)Wd~P8>ueD6OH=
z6lJocW_lnP(GG;Wu&0-BT_pt*0Ik~9JeSe!q!p=6G{;-Y=}07nA*0d?zmX)EMLrbI
zAZz8VH`j#(WnI+ID^TTc3uj$vrb#6D-y?ChJLF?xcJqtMD`kDbT@+N66()LArkhfm
zPCAKOvF)~yGt}ac1cNgJjPhzUy{{D1Zt4n@{{ZYwa+gIyk})ZwK~t`RM1(%Hf)~H#
z99UQCJGH^Tr*@<>NC)Jjqe5wEP>>2^+hHm91QLI|Q-m3l00A=H#19Pf2DGlCx<hq5
zYg=XQrku&jGA6}qw*G7N;jW-FZ?mZtwY^b2F1W6mYGczd3YId0NSGA=0JJpJ3Q~0a
zuAYigq$akk3hRzikIa?1EHHOeHqjuF3Iu0WIQgF^`kC)JgZX352vhzb;DP7B`Tqbx
zj6%J6dF5bhK^NPmX7;W_Gs98NFDmP6E8H(u)jv|{D*VqlwZNGn0cI1n$pIn+fMbhE
z!GXVQN&OG>7|9tVaS$<#V>y`H26L5n1mySxaWDC?w(w-18OQ69+i3vtI=#B_ha<an
zH28b@LIe-|YZ4%B_sQG2h#+hROC&&;$oP<FJ+Lx*etU1kL6fmN0TVkMXL!j1L=gvL
zFa07wjrSzr?Igw{CUAIlmtKEdL!CJv07m1y=S?VWcnLEf8xIG4{0tNDMqrKrV-Wxu
zJ*R0IGani6)wGzI+dG-;cKCuKA`kj<b$n((5d&@JPr=Rv_9KK^9Xxg2soX2$p@M&y
zY&ZSn&-IP_XE`j8BoaR6cO!hk&&Dx{h~U8O+ZoO~9mz4BvywI-BiN7(;vmN2aX5$*
z{<04Udk>!K>zJi0zkEta?}73TL;(}IgXh8d2+U-iq?|wl0)9Y`JLWsbBYlWD2Xov&
z0uOk}9!~riz?^S0`p@cnm>7W*ms{X7&wq_54=d<6ae{nEh>~Q^^Vmk)=6uft;2z#H
z=i+BGu*~p;PBS25f7qCf@=o%8VaXzUoX?rYC-(sNR(HZ4%XMMP>ee1fB6t326Tj;_
z<iPB5ayV0oAP<x0=O#XWWMcrWvU`}==6`t-JO1&4W(kvsBpH~<F$C}Ph!ZoCg);Z*
za@|VXURlJaU`|MlqGNyQ9y6HXOu+0TA^?z1Go9yejwANmcN5bw+j%+eB<;L#^V`gR
zyOK<U_wHaFjBtQ8y>ru@I`QQPRE!KkIokvc$^A_C?-9X}M{gKC!0De6J7dgdL79oq
zpB?rxXB!ee1SUc!{=#Qs24umB#v>Vs#|ToHc>4!DhmNr+kbHR(2of_UJZH3bkR=F_
z83%Y9NZ+^2OdOc-6z{N)ozHm?nVr7l!8|Uhjs6DtjD7w|gCs%W4J<R`mRx<`wpqt`
z?sEirg8~Hiowp-|NCe|EJ;e7TKVU}th>iF#2kW_k8}<{l!A{xjo+3~4WPX#G6M^#p
z9{UWP&<3<TKCV4`=QG>yh?zZ%W`Fcq$@@nc!8wB;eXw^Ya(>AKaEy%ana`iTFhm~0
z55(|D`vD>(gN#nVcRR%Aeh}a^_ELtLY2m+gIoRjC<o@Hn;&MmrCxFa|%n8XPgFYmW
zxW?NK2|t%HInHxE;9yMmAaC1<m>DGfq<PP9NHRPHP7EBO!|ObJeE4vQ&c<WE$&-kT
z!6#`k;GNX(9jCc4V|mPsK%Mh2F~nyuKKl$vIoNCo9wW%l4`G24quk(ZK_9M8`}xWl
z`|s9p4YodaImiMd<_Q?g3C39<b{qb`2OAF%alS#!M1QQv#`|nR?}_b@V}eBEJ-dy`
z!GnMf`wje02)%qFM3Ib$oX4E^$e58i`R*6*B!5|x_Yxp&_9unBj~*j1f3CtJNk3u1
zGB&_713ScEkulqG<iR{4*NhY2Cw#z+K+a%q1a{gtf_xJg!NK#l+9SM1`|z`{?~KlN
z+v5|A;NYG%8%CGA-ilXF!kVTrHI)FNkUuPx6#}<a(y0LnROcYa2zBo3qfLC^AGesC
z;zaM@eUINUYOvjJD+!{dTF@Xap~-HYAW!qUQ_^Il!dog_;x^-vThiKVPPCf4?OJM`
z3F=F35|-Akg&vlv8!C10%nWsvCP0ug#wP2p-ck)Mj+wd|bb^Gww$NSa{Nh?+AhyUL
zrC`F;6(R)igk|Y;ZHCOsYc&OHZz(W(7QbSYkfI?i&%F7{e<^@s197#5$6wRZwe)&&
ziMAR@=uJb7CA4gx%+)esIRQdlGI9A12OMuzSyfu%o~x;LrPUKFb!u4#W&kDt5g{o6
zL`K|O1A#M{nZYAF2;4>p-VP!`LOzlC8Td_l<<Q)j^yTZ<(Ek8A9oJmx=DwM;-Sn1_
z(bn5V7OLgAzf;-h^<(#4NvQ5`>Exo>M|FHwQyV=hTeG`VnyRm>O)VAQ!|zo3tDgGD
zo|^9a>S5aYu6a9hMHew{H)>i2FE=~=rIgz$YVPh^5Sx8v$)iRnYN{y5(xJ*RM@*KP
zrER9USJ3aTZh86-=Z=);KPzvyI^<c^M{U%)BD(!^qtp7^Ml*1ux>jg=sbO!LJ1xTD
zY_!(Asw#0(+xE&p(#1Nesj7Eh#Piq3{3ITy7wRoMowM>mqoB0jhi^vO^##9Hyz;Dd
z_uHjjpuFm;4HKYUzum6Y`hu^juH$1}btSf*-D&#znk#J!Y;}nld~RPFbk8*-h)O)e
z#hhif7?hrtM}M}~82S?8oPDIFK(@3XAgQ&w>cfsDv8tlkY;2VwK#H_(lj_i{9Sudt
zAPoe0;4nc1^++I{!Oq9A8-qBR-eYCA>f6Nv0}7}Ww1mRxE6|#TmY%8T3UMXWCvXB+
z&@g&T4mFL)0FmVOfr17+oPajLo(Yo@CJg7i<mVX4%#-@(v&NKjw<>vh->42~^52u%
zHrR__FuAd>bZ0FzZ8GcFqq0|Ot#_#H+FroLZCyiN&AOHAt=5q*)F}-&PST3h;Y(+)
zu-?5t4nBVV9z5Z<@>`s>x(`)q8_tEYa~98e<%RC+e$)3IF@3sf3mrS{8~uk%Uuo*;
zuUc07ZmgrOu~IBKM4FmYS3^}xRPRJBw=0dBzKZW?udTG*ZFQ8lD`nE%Q&B~6w^z|T
zikd3w3fgxYs-&x=sA;;IT9zGc)*fvRw6wa|P}_B9G&z&6Z*A&rb<7=Wt#uPLY+IVY
z>g`c{)Yqij>70GqdI592R@T-kiH9m`7R4cXOf;&8iV-fk)wEhCOzRFeFv4UK!>N8*
zOes&e`jmpph?wsJTSI9I3PEXGdsVJmG!*QRK`N-B2EbC_idLkZ_5g2<C1_h~D0K=$
zs3)loC23kug(QHWV>tul;zc<FxS2SRJNB5)$1^#M9yd1iaH~Uf`i9v{c3~g_`WrO$
z=p7{?LFUwvJ;*?4l2m&C0G1|fdV23GvR%a+>Yj^j*(qsdT_E%~QWl_~Oo##P$SVm<
zt9KGKqH}}4ao~>K$Lb*GimWjGOYG9pvh7t>ORY0cPQz<?`iGrTT4|PALRRChxZ;wA
z+DcTlsDvddB|K!VT7K_pC+ldPOG*C#%jijYf{+1{^F>G!Vp5`oc}Ri>(3j!a=!fu-
z=Fg<F&repqwk`al=dPct)D>#w3p~@%nnzH(TWi&BwW1tjOy6s5+MiR}uXHx_BK2s}
zmmM>EMFqvHn>zDErOHd|e10d1Glk2Em)e?j3Uw@{5|ZvrySAh)X{&95pp)H{?P|3l
z0;^g<$p|YYAf!+e>kyGZE-GzZ!(4^q$89m`-%{vKb9#Bxo~iU+vgC&>dAY3gNx5pC
zVcE3~hM_#IxocW2Gp%)vy6aVAt$8$>R*(3zmnzyTMdj-)WxZ|IS*q$9HrkJ={{T~Z
zFVI(~{{X|+)IX)}SN<&39OBbjPnRs}E?xRuuh$%nxmmR?p`*LKuB{gJUTm5`Yx?a&
zb+5l$zN*uqHO7^q_Nc0<Z#qt~`c#V_&QGs@#2=gfy6SmHZ060YM$(^8wk<`VbcNGL
zrNZ6EO;tN!r(&M2r6Qh^;>{QKY*bL)8lk4Dtrse%YE<JwjhbIQLD-MdGE8-1cKbn(
z1|yCVX9l0f(}hi9Gi$@0lXy(KhslX)xmCQx*Lf=HUzuTUHsED6F0tJ>3#tiH3Mg|6
zN;bkq*ifKSst5#n!hnIEK-5?p)-o3xwbJhTYA)9*`<v)%*+cgV%9_{PWGPEaNOq~$
zR+hrtb!kFW5*DSZ0*Z<B)9~5!z36w;eJ7~ezgk|Z$EHSkX`(c(>y=GXYAqLMy=(jZ
z+VgUzzR_Cj+TPaX4zm6aMMFVM=AX3cO)+|Et5MtUim9m6wv9sd2cNvZ<rg+NvhC%L
zRr14_e9V7M+h4ru7CC>S^)9k@#b~6WuenuSZz$8Y%ZlxG+G~BP=U-7>T$X8BqqkSp
zI_g-XsBx}4B+5j<_{f?4cI_hsK=a2tI?AUd-;<V}az*jnlKii7sflnLL!ynim7yWz
zHn#r&2!aX}qL4_9G@X(ONKn0vXmivNm9pJ)5(H%UCVp|_Y(S3wetGZHcd8zIdPC-2
zFF3tAa|*YXe8;1;)mfO-v^K3fd{V77^;8v=*2<e^s<Yp0wUjll+bG3lEnT{ynyO}(
zNl=F=AE;&S1MD%l5`512-zWW0kq3`by%&BEzO6lb@^@Qvd(*WZjK9-pyXe!->5Jy7
zwrQKa*1b&!!&H@b$EdALDb|xy^y;dsZk<k3r4=<4sd+9Z98PBqm6LIJyRxlFI8wvL
zcf0ge_s3x^x*Y|wm6Jjo8x;Chf<lU@fTFC%&UO{GFY)$Anp&e%Up1bl)LO?=+#R~=
zU0Hp*>Rm&1eWn?9<$S)}DlV5>gUwR4O-$33we@usD{Y2Zr$XFPSY@`t5S$4zd;Q25
z_&dNk+;}m$KJk7k4tibW-y*q5=+ckT-KUUVxw$uS<z?HRoXw!NE{JPOQ{1h;v#D(K
z*E(x81*=oFb=5cRH+XkZ+3IfEQnIT}Ryn0L9sb)=)y}iQ*)y<#CMP(N`hDOCfwnl9
zRPe-P(KLxyB^pwcmJs1(LD_VW8JJ~EEym2d?d+|SP<9BaL=>HsP>`Z2Q+&-T4R26v
zbGXdICNtn4lP7P1835#NG2hf*R6mC8ztexA&q{u=sl7$$eq&tyNPlMy{{WLVN)0zn
zs5w{tuF;oGai{*a>2Bsuq`GP{ZFZ-q@BZ$L(+5l5ou{(iLl;Nbqj$@aL7wMfkAvW2
z_Jbru2?WmjN&Pb)7>MjhleCUCrdgVG*)_|~dNWMET$*Rm+k4YlEv*59;>c9EO4OHo
z#=UZ+B`4G?N`Qb3Q?y6`8j(X$dSq=;LzPW044ubdJZB<K(<df&oWT)1dIQf7!&}s^
zr|(C+jP=Q{8PJY$C)6F!OWAZ4WrtO+<EmS^>kTWab&Z;u{ik2G(7SHyv*^u0YG0?R
zuBT$Ik+w^vHB`<!=kItOwj=Hi;Nv_007xb{><2Y&KB=sFCqeSho%P)R0JHMq)VizB
zEHno-DtU=-(H7OB-EOqj-E<a|)yrzdMx<JswA(7HwDkjIThVW#b>F8&D_msxd%cxQ
zPq5G~sJz>$DslEwg%u%+Ed?t|iWFBxgrpj#;xbOf7qpcVvNi}b2~|baV^K=l*QMit
zPUjO5*yQA5cI_Rr^E`W5$*Yq!oT=r*l<Ny^tr@2%)}WyQ>wT`0hNZGWAwJzzGp(5u
zC?LXt1H}?{%!7<%O!&;ldCZ;WBk3Rfp6+~eLrHVur%!TwkuLg)=6!=g>mhB?4(p9G
z%Zhp(4R)%w)!p?aKC;zKR$J{=_M5_KEug(jmg;CPuUZ*VtGX~*@W1;)_F`ur?4}zv
zEF3Apv4lT6-7=|#wIMXavhPeKhW`Kv@n!Eu1-AWSg{@g8Jp<(99B&20u@3PqDN}fI
z(=3Ok8<cI?rW|e7*<91#ftO2-_tkaUAu38i7r)Jyu0^!JRJ_qsDngq70K+K>AyNTv
zmwHLHCP^o$3QF5rNefDnq^=YX9ZkvUC;rXM&SE-t^WTqD{{R<V5vZ8;SFgFPcheO5
zQGCYK_vdvEoS~^jWfqXuv^NTb-n4UWvJ%Q0urz5X5R@dOyv0fq^UH1KX*{aVOp_at
zJ5T6O@8f8WI|s?^)V$APJ1yw$2N5fRVc2VgW+pJXW@ILku|QI!zbxfKfFj_GtD)K^
z+(tW!Db#E!`RC^nnuS%V#|+CwD+DEJ*mXN9O^t{o6A~m~{{UEkPI5;1@3>Hy+l3jx
z8~7NG+sQZ+w0DU-FmtqGaTyVSJkE0yn7{{v%*^Cx`DRAaU}SxdkMnr$V}<gsl6TbQ
zf4+t|P<1EvRA?z-xE%DQYj;CIU2~~wg4sn`ajbkV*rTDRcB-lFhSu|*)jc{^^Pbx+
zxa*xMAuYDGst}bZdhO`L(5K=R%&$sbrM*%5S?4?avE=tBtlFKgQdTQBH@TI{eMp-Q
ziM6+`Z*=;TPg<<@+fK2x&|2&aYDF?G_gj4nwuBn<L3XyePfgO#L%yhwqTf|~pY=kH
zT4}CtyUIJw=J`v@&0TW1+O+lhw&$fU`f`QJ>ibe0tYLOayW1Lyfd-zglA`5lqo=sh
zR@<GcrF)%yVg4n&==C$sPJVM6LRV^EPn^8<EY+>vXL@?k8shhH<xNd>6@{%mbS>K}
zMKd=xH42z}Q`auG+|$&0g7tA?)|zWwzRJxn5k2#p?xt2ziDXOnY(A;kt%uq!B4Huf
zKSZc_EmGjR)XjUeI1&ja#7<sh=bbdIElwM#BaM9&a?}0Rx$e%P)GfDNY|<_}t*-^t
zFqW(De_8I@T6K|5rT}v6=kY(LOHH>>&AOtQE&V^#DUYsCMLw`?9+RBrvTmG|(;VVQ
zGIZst(MX+1eR|5qma4J~(Q36UBGGta<3(C83QfY5lv*yq6jZ6UY8y%%trdSi--jNL
zMVpjYtzP3OO;)hfl?Y;>02cMG#-E^RJzl~Tl(lj<L==~tD_T}p{n9ByewBS1`Yz<(
zsSiwEr+J^NxxH1(o@R2U-Cp*Iq;~bC7}BZ?X{B7PwVKAwb)h%v%RSprDT@Lfv|lVM
zao1H(Nl^WNLKE?i%9bmOcBAD+VnYXcq^|@*@QgVxDUiczmtkwfR#NI#(Q$7sWx983
zaY2@wN=nk&Q|^7Alfv+x#Uf)DX~oN8Dr#<Xx(<g{9DTn;NLwpu(1e6EyEv59Ys@T#
ze0uu+^#xhYE@;>2n>E>Q=<O3!x+hzssX?~g^(qzBbgo-;%PhKRDqMEh*;w|&w68qE
z5Qh+@_A^fYIexe--iGy8;qQ02a{E|v16Ju*xqR!IlT21Qu5`C9p0YV(PLR<Wir;yl
zp|sMn+S<4=Re7=MSJ=2)Esiu1O6H)W)IMf%qnZlkH$8c4&UWoodd*z2=FW`fV^$qP
zi+xqURexf&g|}3*XT33Yv|a5_(B8$dG#3^w77LZR%6gZZth3eADat23Bm73aOmpY)
zZsslH)^>>WO{qC?%C1OqqeF7jm{-0~=#4|KIeDPzw8aDNw{hklGxXms^wpBVK=;)=
zbj7<_lUt^=(r9$+7yGTM*KRcb09RnWnZr9jg?4`dMj0;d9fryUs}g<YnsFGKizQC2
zg#^0f&LJ?Rx~CGb5TF~`rov;#aa>Mg6~rdzpHbSGbf_R2p|;XWS!or?wwt07H5WA`
zlV8;j;k9k_^Z0&xc=d3<Ru=7VSI_I6sOjHL6!t?)skwDecDH{RVU1T&{j{%V`0YDO
zz9zn!pG#U@Vd^S(=vcY4db~NL`^)$o^26}|0O!Xo{XqI_{6Y0qyOb9_MSZf|xna$V
z=BUyfveaC&{sCutzVm9gYc6G4F4}s+zF?y8#YH=H^oVA)S{b`q8La*`<vmY8KL#&I
z8dujhu8vx0E^2dAOz2Kt@~W26&HY@RZF#lPBU9*JU+Y~gE}8>Ry{a8mr8QTRdqp!;
zC}QaQbkEjRro`o@p80yQ_oLF6s;^02lz$fQ#4nour1>{#=QklWFFgHM>3u(@^o6$5
z%x36K$DA6WHg#y!>ld`Gt5DghwAIS4mfv4~b59DE+q2!vwu<_8Lpsx}%}x4N7MYpp
z%ufyn8)9P*Wr<0qTvFX`PEnh8OHgS`N}N)P){$3DS3|}r;>%Aape5u6oZ2J;g6mFR
zgcC(J2?n5mcat3j=7%G!Iy0I)(zNKu^$xz}#*fxonuA8)tyF8hKdQ7vuCl3mb5~c^
zSt%1mM8>7ljZx}vWj@PvG<Ck))g-Xvr@elHIidKPdO_C}{O0s|=_8q%p08W-sZ{j$
zcD*?BFPZil{#0FVc5CbRi*;U_wh9+4)t75Vo~W$7(^RR7ddpiBPd?KAt%ozZNAXGJ
zk1hEJ_<?$F()@-+Zj$wt%x+=dw5F)3skNfFlzLMB`}WNzYPH$T8%w*nW7AaDk9Xg?
zTPo^q%+^-a+#Y(ct*>Ff3O`(*jNd%HKk~1Wev7?0`eS#J+?&(3{z|vbes|PrH0jGl
z!%WdwS8}{+U*J5()B2{O;=>x6lHo#~GorOMBlh}AyJbF~)HhpA?&V9^G0aC3YYCW4
z-V=r@O)fJo^0C}WnR$7sV=UXMea)1R9Wz@@`Yy>*%Vor!l_e*JZ7C}hT7t73+6f@k
ziVNjS?N)+5Sgt(l*0v8<E&7euIu^xC%sXE_?R@gp{Jg8vw3b~rSF9P<lzhRy*lM(e
z*57ir*(`UP$JI3cma4N=+N~5dtFsG2=xLEd$1{E;Ub+|fgZheBJ<-Y?KglXKG+vz0
z)~yMr?+ofTD6INWR?=D2_5C_$N;z2L7H2Ki#8V>EOKqk89Jj5MHufslMAjGaBjvw2
zxnt{-)HaXx16ihS-1B!_BT@4<uS2I%uS;CDhP$*{wViFtOe<7b?3db`9sFt*FSZw|
z?df&<J<@^2t#2*Fr`eCg2k_MNY0sa-JJpA&?^0SnRnzkylXaTj<!{wu=gj&`ewfl)
zD^DA>!r(NPlP%F-Q%L={QB&X5RZi;dY};IVrs1YhO#S7KMsj-y!{sop(M(Gz#riy~
zjGE+Br$So9`+^Y47V8Z>%9NJM7Ni%701YQ;WeUY8acWaZBQm9JP!Cf(+=EKcR+Y@<
z9uRs+^*_&_NqpqA^E=aywpT9smtRKyi>K7>Y3((tUZ%8aTADU%sgY&Y6jvQNSRAQl
z-&yTkDLuEHp=z3;<lCw%*sA(N{CzdItDD!RZ%kaZ^?S<BS3Ar~{Z~<U<>xXvU#eTx
zy2Du=Go&rZ)wexcW78I^E|=4E7mw{Nbw#?{V5hrUs$I7`aJ4Fxrt8y3<Tv7PN%(CI
zKj~fn0K?5?haJ#bfuB&6^-gN4iiB(D6{YT0+Q%w&z4qs+R<)|*sc0Odw^}W_R^LZy
zwl!+1x!1dNV%zSwIzP&N<ZB$K(R{4r=cOCZF^!{_^x9_idgoooN>kbGH@5U8_e)d1
zrL^*N_OPYY^o%<FwKq$)r=!y!TW+qu*?+P1locqfdx6Eo^zI?qta}RV!ls`~n1Gu^
z;#$KoDP*xmB}3C{aQAI3MduR3iI_vJDC{K)UeszMWhr&Fx&nPlY?8DZ-Bc9JPzs7r
zjr6C+Aq6C*K%|2N972FH3P_m*0R$2hGnoW3G6DTe#&eQ!h@Je-Cyz@h{{RbrQx`u%
zckje<;dkZJe2%46Jwr6rI<m3;V_u)H)r->Am4d|er4+u!E!Y<8SNvwG^7Tb^zNL#p
z_F<?mx_fo>q3Gk$UpT!GdY|X-Iel8a%Fj@|qp|Dzk1IJKSEnf2<~`cWqv$I%6@`Yc
zG_Kw6_YG^VZd4j^6xwE>R?||{zgB4y#j4|4&vJ7c!;s6*A>~Y>UVRv2;!US!mdxsu
z+6yirlqpFqmr>rRjh4c_at)(IHmZO?Nh#V+(Fv+fpq=!v)|QU6dIsfxB)Q+}gO?nk
z^&QO$?oo1UTvb<4YVB=Ba%$M!zMkJsokGnuWo2U(HmW*HomGaGjoSOOMuvgKQruRg
z)X`F@KTe;BZ=}ybo}a%6u4CSPCGrA?nl@WqM=b5S8`qYpq~#8zujU26UTaMaQGQj6
zUUJ3TE~L~|)+ErgqUv4Ne818<D^BWGwKcBSb*$zS4_NPiBGg=o=S9bs6};=9<yO9{
z<psLrn?1vsjA>iLx*me$v|LuzC1#~fDYa9r<=QTk)arVnE!5WAtF7!Q%IasS)5?{8
zw>?o+`eLN?X7@HOX!OTNb8_<6DQT>_T8hf6tJlkRsa<7N(vHT)r>~7qY^BtVQ&!(9
zD44!Eaj#~Tw{G`CTg2k{Jnkon;d8P$u|&QfKPb7}JHK0U>P)+;b@kR*cZ-`+JGKP8
z%Dov)6&C;`Mo3sfRFxnSq^o6A1p2@Mo=F!q7pS(i^%K*V;lb(0onMDdAE<o^tTh)i
zeQw&dBJP(jO*%I3Vby2-&8?ixqthc$)aWLthM`?*EO!LnuV7uTlotzqJuaWOX^MSH
zo0AnkV_urI{{W?pa4vU`MZS@A1s^-PZB1vl`hw9~$4^`Nd(4eLb*<1g6<f4jM>218
zR|ju;uGZC~M$tELxwCe)e+8zeWB9#@S1I&-{rX?!rzO7$-^0Sg_@44}n;Lspdc@{;
zCaiW8@=IOni*+uZW{X<t?LS|559oVs!lzQ5L8okXf8rARtkb5U_bteJ+{MJzJ=kAP
z{{ZC}dPDUUpl%vl*S3+p@&i;^?KfL`b^ib=Yjwr!^D2g-hT!#HmTt?Sbeo!kN@?5k
zRR+;@(%OenUo@@G?kra-%IDZOI;|z=eWGU?#(r>iPFi~z!)52^S!vLsCS{Dlms9d+
z!x>v|PDwBtLM5GL=H?Qo7U5RIOG(}|P}a&;TSA;|CgCczHj=LJ)Hbtvf)A@}R7UOi
zc=In**79HR9sEn{YN_?FsvcC(^SedpgzFo-jaoG4E^S)2<$b2*t#evxk#x>dTLyr!
zR@&aEx4MNW+a9^n-xF`P)iLu&=u7b~chbkKu5S9R)?AU&{O`E)rpK+cy>BjVR{MI{
zp>tpAyEdT}I&Se%Nn2BIuD5>#r_*U=7JG_y6^iY3rMM+Ei>9kZf5bzdUYhj(05a>e
zhv9?G-fHQ8O1j&ZcFSJ8<()pE=JuP@H@!n$Yg4+2YTYNU1q(WkvBz(>3q@6BN^dlR
zve4yCss8|{{vUR_dF$!#T)E3mdUB6nHEC}A=8@(mlD`WTLaoA<^qL#RBa5`w{{R=a
zT`jAjxguz*+pM5@r)b}OvZfTY)U(}ip3h6JOBb4&lv<m{rP)hT54P-t+^mZXj_(bB
z@T&BEmy)Fp=%>5eD%vU~M{KuETS%o_CaM%rQi`fqeEDhsk5fGw@@vrl0ItquddcSJ
ztX_Iry)0E<AJrP?lKLjwtaQDmw@~X{P5r0Ux0?;E%~?Z7PpL+qQx=P6nY9Ad`&Hd9
zsJ7SFT`$!%ZddrdUK#r8&t{d{7JjCnvqJmD=cwBER2!su^|Zp>b%c=1j;WSQi$PkN
zY?6WY&G@l?9T&e=9*e0z5UZyk^>-wFOKBccXe(7`rEXq5psu=QwcYhih3n3;e&uUL
zrnacFr?0E5qp@3U*X>fXPK_^hp<?nXD)e{FFX4-9^dVj9UbdI<7_7Kc`hBP6{raH|
zTB<c0NV)6EEk&f=v0AF{8XECz)b`6=b*;TZ-BrU*KUG^$fQkft6(zy@-LF>x#~GTD
z#W7}=J2IJG=2^@NShYO7J?S<Qm9dAo*1?_=Nn36Q)TK7-iBW0Iov4mBLXd+&wQ%C9
zkf6Fys2c3-<VIsrSmfIO0K?kq*WtR)uLgZkS#EYps=9hgk4`A3s$-ZeR==yiv(-0B
zsv5mg678Cj{8g$Iai`PoxmBi1dX=;xmlsmUL3KZ<zISWHTbbq$Gqsk#rnEg)^{R_n
z>I<%;rnVaY0H^wvt*N-xI=gK#O*2SpiiOI0N_2%LotC=S)$Ff7e+jK9$KmhHKgCy)
zJmqm*g{aiXwCLVhvtg}b<h=lSop0nNy_(C_%KmOu4%_*b(+pO(b)%`Tt+G%#cB=Po
zZb<q60NWBIcEOL$gC$!Z{ER{4n86=J>L%Y**QYIvMrow?xO!xs!&FeoUL2va3$9Cr
z1i3Ol#?&N}u|b20DA@%i8%Rop$qNRwSm3Hu4I|Zle*P?+^z}vQQ<5HzdAp{0Y{x0N
z6Lhm)wAI5)X{(DGzWs62nr~2PEjd%GE;n6AaJ9TFmJLsNqNh%tvg!2Hnz2=LZsA(R
zE6nr@`#YlV#H!76`Wl7dH2q~qsX`P!imbO#pp`&|UJZ$aepNRdNPCFP0%v$RCpeLv
zpn*6f<KGX!&yakyzj}ptSNgp4!C%cEOInkay7u7z05r8$h`MTCPV(K&982}O!&Y8x
z^i|Xr>Spe=tmwX~<x{mualI}2*H~`ZPzI#al0BTl=H_MO!dYk1Ck&*hLLHfTWluaB
zO4N|IoI6Sh2CAmYMSzHqr&a+~Nub(QNB~$=-hglOj};%#SId1vHB_dK;@dAY??FRq
zDh;hG{`!u!3#NUt1TLLQeJ-b|wKTrIh4-`Z5%mk`{{Wti@-COshoz-@XLm#B`uj&U
zkx{3##hu<^>W5KgO%|g|whFq}7TZRa=vPkrjW&Z^(~YI+>T8YtecSnG%D-8h{?fjh
zwObeNM$zksEBS43pn96N%=VqXTdnuzscnI(b|{*lw^Ur}t#s{C(or=|)e>25nv}K~
zZ;ClG^L*Uqmn^waf333Vnr>tB14d|9wT04}va-ph8`YYM+hBK5-ffhu)>l<qY|Y$P
zbFXgRmnxS}O!6sdoN;MvYlO>ABM-&b=`8mW%bIPnx0(rVZe1!`W~EYS>y0Dmp~NXn
zxD-$V$*j6|kz-RrY;Kck9K}wfF`RLaEV;GK9!lz_HODA9i><j|teB##wYRD?2B^Jh
zEAQ~Tn_-)ksoRx`vVyJqRnDA!J<`_utGC>#im9uqsu)t5J)QJh>;C|r-i5tD-hE7R
zm7No+IiaX*x9vZFcbZyt-B)M3TQydpv+8Y3x0s^2SZ_2JYt6>TM$7lR4gSw{YS~wM
zx3yFny1Y~G4fp(;O){-@t+Z$R`nfx6b4c>}dhJ)Xv?ii%lA*eCm0YctK-QzH)0Q`E
z%+%Ve?=+NG`|hQnvT7YOd|sPX4xpg+zGE+3uDx3-s;L@&mZjP^-ll$?#Rgt&_8n7B
zw3ia6shusY3rD(|gtoqrqz;vSU6iIF+5XctILxw{#2Zw*4bG*>SK99-<^zjm3o{I|
zryDyi9h8-KYOc^ilq-^w<69)vHzhPs%`^mx6GAO`#d9;57v5}hBbXf0)eTx$)ZEL~
z`mbN=CM*`ZYbA|~=CZ$6>MOfeTQw39M`*OSaJf_>-D{&tX|42$W|4pyWguxmC2C4i
zlC`X*DN0gSr7243NC6;~6%z>qDmVZV0l%-a-ED-5`WlLHG483dSyAeUO+qD=5KhT(
z?lbv^9`Ak#+{x$XEbYFnYxx)GcG>GS?LnfnwX;(S%f6asr<LwfF|1$Hm$X~2luo!U
zcQw}D#n7`|O<Q+z)o!P=w53{a4>P^Q=MEEwyE4SPPkJ&~Lvrp-u^`b(ooRrRGcZF8
zge7%ISJNpCr`A$q6enpw5=CoplB1D13!0y<Iz8wo@iFxY_;tI@Z}$qf=o^I}I;_^q
z4!@(<R=q)Zr>&r|(P~ON9Zj{1UZ}CqQC=)gYRk=ip66F@xT%WDg;UlsUuCGc*{k-;
zPpKcoqn*Bwb%&?j6=de7tMp}LzENEHgKg1#ue;niS*L62uc*G-5v?`VEt;~~rzrmb
zwUo3Pj)jZe{@+aYsI}4F9r~M+Dqg7Mzgym|Jqq)4(Z8qeLvk<Eg~v#GlI13+vsLqN
z)J5KdL{e3AFebsTEt>VKZO29;om!I7tF={LkJe3BU+r3cuFk3?SuNK4l`}Or>i$jq
zAO8RoJt^s7yU(Q$Q8xV^-=fZVYg^W$^#Oja(e+x3Rk3coXu1s)%_Tat-8-7vuFTC<
zy329)^u0afQ|ao4>aY4nlG{>mm6d!H!d7JF@wtA?wsBE5(~nEeCAG~=HHRrpvo|l@
zccsaZE3{+~0v;<;TeYjGlR}our6?(&DX2)>p(s^_6I&}WN|7ES-9L}A#kPX-ZtT-j
z(<-LVM|1kt*k+2kz@=1MX{w>N>1!NjROK=f%}UzpDp7A8^YjV$nfj0XH*Q?hyLxt{
z<(t*q-m%%Nnw9=xXtipZiWF(OeNKxFZl0{AyV+~4wKnSQQ&V_yjdfLaE6vK+V>*h_
zc%Zi?h2G?TJ0FM_r*B-m?&W=_(-wiW>F!l>7fWCCuAJ9)`z7y6J<N&?Nmpp9q<I=L
z^<>iTX>B*B=&UqPX-YS&EZu6D)K@nyZ__Zvs?l%p0gF9qn4`E=)7DVgDyv(fRrTr`
z=Pj)jxTLyL`z<XGxWXHG)l*Zc%7vwe5`-y9BaT{JCmX@q7|s@%bk3kEV+)!g;E<P#
zjE4b3WT`>6p9oWEakY?zr7j^rV6VZs>N&NtXcn4^*b0i?g0!tXg=3MqDgNeHE_3qf
z?tE6>Q_5GhwVJn@wRWefSAM9`%~!WusuM!{2zt58t#tw_n5Q)JT=h*tMLVt3t+$)+
zKd-HE=v$ZGvotR>KMU9D9pui3rO;Zc+iBF+Ze`Qa(DOe+YU`D1%PHo4Y1UW0FL<|F
zbe++fyPZwG@cQcRbay&BO8R$hHy^1V!i)T$&O-8Xw(WiO$c|L=$D3DsRhwM$tCzHT
z!qcjBJGugz;b5=1Uo{4Rb)``A2HM^6y9J)EuJScUFV@}n*r8=tI*JRgA0)qt&Hn(E
zT8GxxJm2KED5!Z2pl!OD>lFtm?e+>iEY69#+1BkAq_!(gTJ7{UYa*W1D7jn_Yq6%L
z&qYsG#WlX9Q?#0TeilO;!}0um#-v`KdR|8kc`m8BhLeO%371<%S1Wg&coeBDynC>O
zq2$nog1uF;wwg+m5Ie<sxt9jd5nwM<orot$)O~b%<>w#b3(n+o=bh9VCf}=Rw3W9)
z&{F6<IE_1PYfV`%8iMg>X5tN1Wo_>5O07p(M(ytBR{d-C`fF_zwMlQKVXm7<kuVHT
z*nIW|eEE*@eM9w2>a)==H9ZshUgSq1{U2KSIqDmgpV-Qtc5~<WUY%9zn%65=ES047
zo2OD+E@u5*Yt{P6s!ePx+K$~*PiCuYro{E2)LxN&^5_{7H}FrG8}HnFW3d58v0))7
zl5Ljo)!|J`Ey-pi)>%6&va*JpM{>6i8+9N!fwi;(sG(f+S9MgYY>)|6^B@upXlf0s
zO*D(DYI9jtO-dYLmDIk?I$x`Kx_V|y&LyzzO;dz5Pfmp^t>@ODmYWK3YUxUq$7{V%
z`WE$9=)RwqHD0CpOL66cT-dSHYApt;tNxSJja}_j&CodN>MHbg`%zKZu1%)m!k*LD
zs+)GDqe(7S+9_IF4msT~L*A{u74nPGuc)3!bI*{L9dqgrnHtfHpC-AnebLlfn%ko(
zs_hz5+RZMYuCCP<I?FYN)poPjUEgy_xo5t-#nR%pFN$`a%58qlf0TQ4<-a;T6n-B5
zq4e)H{{Xc0wN~M$?K*Czim9z#sQ&=A8eW>V^{(|@MRjG<rr%?@^4j-cK&5`2+m58Z
z)>Soh)z<1_{-5CHvHU@de+$D799WQ>oSc+$ZSYp9g4~;L%DW_5a*0BnQ;ocrn_Bi-
zQvU!3gsE|;mXfBHu&_!}l>~wX0ba=j8WTZ6Hhs2_p3hMqhG(dcO#YF*IC|6O1y+fv
z<sYfkY4f5j_FBDK=Csr9YON(*t+diLy|(G2?OJl$jZdd7mn+7ba?PrB3a*yAQ(Rl6
zM_L;5`hwkAa;Z%v0}H5qc_9EoQVKy^izB5CrhhWjKobH<6Ur4_#pg#eG`5@NjrW;c
zz|@?&(C?<NO6Z&Ru+%pl2cxPDvX01WboQ02uXe#?uc)+JXl<_4TJ7}Jm6Vi>vipxV
z)Qz^;ZMA6|Q>s&lZ4IN`uB~(c<LgR51VJPOsa-VG=n7P;r6F%EYICtjqItGdoI&;`
zA1}V7u3e=vfWn<pm~5d-Su1U#lr41uWNlDX*GTNw)dT<lxd!wbRHlUFBauBmY5r#E
zO@F1X9FeQmRQ%{-qO!9|-Z^(!bhqnj3zHVQ_bOMUtE{e5-e{|-ZJ%1Us_l-ma+Iz5
zb+qzn(%-C}qJ1m!GUfPi^GDS;FgfMU%|-Zz+iLV4vF67vd8Kf<oAs+r^8=WAZ$YtL
ztZ210hx=aTUCk90^|nn>dex5q02xzNR%F`WtD$tz`5EcU)>kq;D*A%u->806QCh#W
z{Ia{&+-y|0^xT}FxFY9iuG80wOQJ1T3w1-Z*G)Zlx>_n}Q&OsPOL2HU-A)jF7xjhs
z>hn+5x1{}B>BpNMp7}dZt~JHSM%{HEKD4zv)-6+0Q=|0_y7@-iHXo#}LunT3H*|w_
z3e-w)>9^L~jTb5^QuhapHI6xoVP_7PY)GPJNptg!O)$*iWfMwN%&V=u%8Sw+#TKM8
z@*i8u0SPHejA}Mp2wu^-O141+rleUwgJoAz2&Ku50+;dJ_3x(rC34r%*DbYXjpc_g
zxpAexu>SzsZ7-wkwR-DPX!?3vbsYtQ>2}nqzEM$9Q?W@}D=MtE%Wcl@{BrG2UtZ;@
zR94C_8YkjE@8@6!asL2d;v+C8ZwG&mv;h)CPjfslaxzGRu$<sQI~gG4fw?o|otBZ4
zlT+)Jm113UE*EAN(`icIaFrdWRtD3A6{}}xkbt5R05psi;?_Z0l&zG60L(x$zlxgC
zAOHXy0LVip<ELS?9OE$%V8JqDV>|F*o$~`GW-;R(GvG-W>}E5xiH{~p5hG~EH~V+~
zRpxt4eWN>(1~U-=2?7rrxW+0>M8NObGrr?<xt{Y91_9?FV1t7gGnx3rncpx$;v~j4
zjK`6-<|FhX1_AJa+zgnB-ZqjaBu+7&`49>MB{>Q(axy;AGAHwAIXTRB;h6yJav(<1
zARNhvF*zU)5IBL`;F#?uaXW#W=WM4F#D|%gj~MbKMECtn0XQgffOhyZ-_Fu<Mj{Vy
zzYbt$w~{<g2*LftWcL!L0LH@+ILXA3GmWt%fKI?E@O$8#!P-G4V+0NIao>a@U+O0S
zlQWqyliy+7?oR+RbKfV-M46ubhm)BjWr4KMje&q8Be&i%KVA?&82gAn_{b9z5Da|n
z93c|MJMSaoZ`>chVdQY;WcG<34)6qx;6@@y1Q-AaAK&$zyhP?FVV@(rnI94(KR+fg
zW+HwLM+iiZXvsJPW(-a?I0F-aLBZRJ9fxcMNRK!;kGL3;cb)0UIqnIMpBOkl6C-W5
z1eh@&5xM^W5d-p^`Izv8N_&r=IPLuoLC*(n(Y*E;>L<5j`$S?mL+|$(kTJKM88MNO
zo(Yki`)A<D#s++Clkvh8>#lJ=+vhmU3>@NTIWh7KaETM2*CtNc5>6xJi18zc$Unbn
zA~Qa7f%k~XjtTu^aTDMV`!kKqVDN-Y8Iur3-?!gj1_3j<Ann4P^MXHp$Ok{6BYyBn
z;Yak|Px{AgyY}f3z%wLdNdO6)kT(8kFbo_6+~9DD(BWEJ#Kfm)5F;Wac$2)Jk}(?|
z<j-@qe)%&Zb|!mv`|z<RzjX=kus%#2Z;_eYaJ+y?#&^l`J~5HMd~d=mOc<Cr2^(xS
z!0dnVobNm@>jZ5l0!~E118f`~{$nH#!#}TW^S_Ai+D8Zet&%eU<__cJf#QEmArtRC
zh=IPt9!5K#A8<&n#bs40%IRvVDV9<PxWmpcqBDs?kVqhz1jb0r!L}rfU<f#Z2;c9x
zkOA@{XAXBcm<05|Fi0k5Adl)G?YbwQTkrMpjg)H3qoD%enhUxRg(0+EC|IcW%DTdq
zml5o|T<Ths9C6hsECYeO4PKtA06%T5x2+8xr>H8EQXhQv5Vf&Xlp%(ofKbYaBm&<^
z9SYY(<8m__;~3rnGqiX6h(};CumkP5kT!{cAouv;7B(;7^lzn3P+urrC}l1ws>HoQ
z`rIUcaZb|G=&5i{3u;JQfY>V~38Ph~Z&Y9M_S%vX+FmX&l+`qblmSB4?IPW60bNNW
ztzt@|0gy16m<DIWV?Bfk#z7I>`Qq}H<6TA6XzMCzLdYvkJIiS+=_w#Mgs3Ilgpw8t
ze<+ZDmxLnPciV5=37CVp+9w;y;Yc0?M%#!nm{#&+9p+Bpaj`2@R@8+Hr6s!SC__QY
zx;9e#ZJ;4A#YHe>NLNY{I@TOANl_*^iE~X>bpp-8(DI5>g4@WiqG=!y<BlcJip3~E
zC_)xv2qZ~#AsYVxR!QzZVlxM6@tFfN-!EcJzz4X*k=q-@{CAlV#?AelZlkGIo8_wD
zkgkSUdDCpKe1PF0x?0|m{HQVg{z{UOlbqh1(6=g!vJrTsRW%J7lJ!7Znoz0fSqP_X
zO)X)>t!Y?!#1$bep<pa5q!doQ-&gIlY+5$gO{eV@8m{b)ha9ISkqW}wrcebv0a^F!
zSJ0F|kjj#0rNx28w|lKk=HXLusZlOI<fQ^(meYorK*S-mfSiyC1fR@F<8<Z@pf%OP
z&q{r|8*2I%l*$tIT2calOh-jJPqf}Lvf%)N*&K3AN9a7xNfHi!c+LU-W5O=Je+@dP
zj7aU=jC}1dK@xk+<os}F%t3)0;tp}zciIkkfKZXRf@Vbh;v>J2-e5)^Ad|2r0R}t)
zw)lW{1n1=lnIJ~P7?K440EG7h;ts+ig(71hjDy%tJ5OwacKqB%ao@PXGr!DWY)OI-
ziJlye#(WY#c#sa{2oasI4+x!Z=+n=Jk_Txc=cJNB+u(yHV8F&O1Sx_$k+_YwITCO{
zA3whlk>YmSuvGV)A1A&(;m?>RenHy;4&B7T5tBF}78pIG7>SO@W0{P^oDbV_M`8f(
zCJD~ab^v7W+F;;@BlpZm9i*R$+rTq{1qj9>bH4NTf;)VYGc%Mrzgwb5a!-IZlll@y
z50fG@^TW<0;E}xj<GIX}*x<&-VK_6|Jn#38`0b6x2;x!mhy%o{0PT(Z{{TZWiTiv7
zA;`hUf)qq!u`)j1Bz}SKpSdOnbGGx1gh2uf<_u@CJ^sRXlbmDBVkR;Rl4du9*!DjX
zdx3!wBN&ukydatQ1N4#m{jr^=%)aDyk^~c&z$ycO5%3R*MD~y~0uPL0HakvmLCk<S
zK=&Bmc+Zg^X~FIwh$L``GUwM1aOD!11i>Aoh#pVv*vZ?m7%?SB%;4nacl}}kA21|{
z{)g@kz#Na6A|!YtVt530!I>M4<~+f`8{_S=FI{wg0&_psGID-%+?kRGiQWQ!*q_wF
z7~dJj!!Q8J;Q})ek%K!x+~5KP1NO<_obTuU=Nm*|00@cOgh8c_Usmk1%Yla^jLZNs
z4{-;?cZ|n>%{k$MVoVVqedFh2Guy;%#3m$f-+a$<GuWN}JZ{Y3{6L&%<iP|P&y0h@
z175Tpdty*~V8j>$;&bLZ07!`gGC*(%oC)6%vD?S*CpZ(r1dKq$o%T4}Aje~qJM0Xs
zjL9)QyKa7F2=Oxj%t|jlx5Um)drmw3<Qxc$;tu#cFi!iAfPce&=6guScc-z~5xMYx
z?;-%$AHNP_V>|CB<L$Och=IP)iN`;_nQ+%L5`&D5fWho%B4o@0C-&TwpW!5q@J4?~
z&N18^?uj_?at7V8B#}A)0AFx80TM(LF*rTON!|`l1b5E}dvfdJ44;BbWQme-GGN5y
znEwDcoQTT=?UG;|?T8*e*oYnho+2k1fw&k1d5i%OF&<>^JOIuH)7pFaCq7Bo9OP}n
z8~WX0)^+6%x9WUIk_>(1?I8G=o+XixW515s%<MPJ6>I?FAY~`C4+r8W;Ktj|+wfqK
zf@8_p%wuWJ3HTeH5l>a?Sbktcp2TFH@dJ3+5xxwL9wKlD#v)GG$BEByb~r+FzIGb`
zNzCSCc#-k&51sS+oaYC48JQEdLE+b1qIJK^hwbAM+pwO~;CRAMOrMQ}9^@V~k>`HE
z{=P=wd=4OF1OBbQQ35bd*}y+9$btPk4S<4niNwJ%h?EXi@ZC#prkP)qNEs0_Cp(il
z&tW~xfMos2U=sid$PkhFl_U@#iOj?i21gMY81W!u9}@#P0Dpi24sT6Tn$1CHr%D3C
zt~APV2V%=ECHKkf2e5|;f%iL}9d&qh?&NDvezuO#(9<S{ijs*xnG}??^vIKvh8aUC
z-+2fhtjQ)PuYAF(RZgk6C)`TWN{U)$NP-dtD^5CsN&f&f_nrm-6Em?qb}mUf9ggJZ
zY(@#eoFAMFan$R@QfqG4I<}Nl)lJ5&=K75P0Cw$4*4QM>Bqc}!KP&(?z;EkO){x=V
z1uO6IivV(V5PJd#?YRfWW8w(n>Xy2;iDlXvx~fMOBiyBZ+I5h6hE&qfqF|WJWk3zb
z7Jaes2*d-37?{itk|bvw9s3v{kb4aLMB+ru{{TRTwv_f?iSseuJud5y>8(2R&MnuT
zv05E<*A}N7amOer*0&sSM5$|9iBi_0RHYJ0lflF^pZ+SkXa4{}`#1iRsl4a+;Nc&z
z{hR*)H*gQ)Tr2)Xi0W>rWyf`Hq-Cbo>dv9Op$Kg%TZ$s%QhzE^l`T>vz)9cZjD@p6
zYD<Vpl}4L;MnAl-SYbmDL0~1ypr9l2se}oEA_+$2sde*qtJU_B%VeOYsYTM_#a(l)
zpsuC%>m6<9i!{h(OIp^2I30SS#Vte^5h4}Fmpx5=yLBeI<xt~C2AQ=6DT+uU4Lbo1
zE))4uTuRn*O36}>8KC;8B$||@nhRVfI@?iNP~Ry0lkGTA?JsCj07w|-EC!?jh)e<O
z_|%BpMw-$Vb#-605UqV1(OUo{C=dBJRLH7yVpIy(NUWkvWmOKivRV*Y()xOxg#bcp
zYh&IbI)5-ioT_yPsFBxNg-2AUscMcaILCOH{{RVto%~`qo*p0(+iYhe5!?VHVql2w
zM;B;-C^XZ;oOc7fTyWs1HL2y0%9c*FBf>Uop0Ct5P(@9}=Gj&aJt-87!H>wKvCyYe
z)JlMPZkd8`6B@@>Fk*A}h$HRa<P72u3UUO9KQoiJ&)cw**vKS-C(qmZpVlS;#x~(q
zQs5ipZE|uo)aC|5I%OGHWG!!Lpy$T*hbO;y+@AB~1HK}BZH^rFKRvO$fIsZ{;vn__
zkLmX~gPf7J$L<3XJctAJ{*k^rpB>@fO`paTBVCXyyV>kDYx^sh7xr_f3Kt|q<NbdE
zPDq@L{{T)2AGyZ;@!lss2ZI1-h{@af!N~?m5uVwB6S;$sVmJFvz()DrGC&ef#|r`t
zDOw%FOt<Di^E4119$D6gwfeKxnmHSoJI*8!b1@st<dYf9@Ma{*h=I8=w2|i<Z5}6x
z&UQK20kHBhoq-dM-HZg{4$?nw=m;MJXxoQ{D001j7PQvBS=uJ;DM5Y4me-d!mPt7$
z=jKNF?FL3M-cJbpnKKbM2R;Fr+6X6o#PJi3z~eXrzi<rhK;9sAXR(ZC21o{fNCOfK
z>~<f11DMX#AMEfs^3OWu4o23~A!?5ir7Q54{e<AaCnTItj^k(~V}-ft?E@Y=5t)-6
z#@mU^#KicMkr|jhj{g9peYhrOM3R0a?K=+=d=dxG3uRG|&rhN?7t47BMbBN?cpW{w
zH$=Qg-yZ@1{mdLkz|R4VurhIoK2N~yIUtzCaEZx`L=26wFi4)`K4-Xt#75f>fIQ-G
zGoL<tjPWinm4}TfOzn{wZpdd6w;J1h{{R=lx385Un1VO>{qupmOpML|jKB#P$$=hs
z`~FzRW3ZU)RN(iV_c5O*x!Cx|PYZmAID`I-jE&}VxbAY!+21}j0=aw5^E5PzzPrZ$
z6!P-ltTKG<zD6Qo?}OxtKRcco$8PZ(?J);%V`1P)!Qvp}zs51N_v}m@NIx+=8Tj$P
zX!xH3aXIoxB78FVT8B$<BvQNLdo&!amG620X=6)6#(PhB_y7&bfKJ`=VnBsCCTAdt
z?lH0a+jl+;2{_?*Fkp-bIg{QZK<%G75MzP{!^zCaoIpALvjBM<GQPIXoCwsB&=kEd
zI-VNoayNtTr6K$g8_x6JV;(U$$Obcle>8wL8QOc8BldwGzIcxLB$FABGqyYS$&fQ5
zWVw)Ff2TO!agjKfjEs<YnP_eYEf2TZQ40++wXeHAvK5Ehy!f2|0G%BmNI8w?CL{yG
z7zBtL2_rHH&N5EocRB8IrXmN%;wSa}pbo^r;YzXg#Ei_x-bg+`$OQK+_Yc0F!JiA~
z4!nrx@Y5rBl!=M^j`#<(N&P+~;KX3(Fl3nAiHM)J-SBsg34lZZc7O?i+wM>G#Nc5>
z_{Z!qBjO-LoJ4n#!ntxIF1O##<iyI_SYN<fE;Zvy3*F>n0KtqCj=)J0eB<xigZ}^-
ziS00CoCCHZ3=@(+#S;g)`;U<)aXVukAdVk=#v~KCJ;09UdjLKN5DVM)k!=a(T<#)@
z>s~zVl`l%yUoin9W9Pj2>;^&HkI)^!0YBg%K$G!-fCdgTCwy@p-Qps50PTo~fw}SU
za!8Sh8;}G<0#4_)F|mL!2M-P1c>H2e6YsX7hd(Q8%tWUHc_X)<i4&PJbNvb6G6aDK
z2e1MLOi$=><G7w7JMV&epuxZ!pOG^LM3n=<J9m!fzC3x6Bxi6kB3)m@s|wJVqW2#j
z9c8U~$VBD=Fdzx>KVot=$Db=~7|A#X=RI3Nz=)5S&kL)^eg1dJ?FV=h^NuR9Pf=3f
zW}Szs9Z~$PveMphM3^BdKvIko<8mSl@ZI}&Y2_06n`k^}O)1Ltt!bdFQ!%)~&&c09
zNq{FO2M{A11xMrW1n>Gxd`I3yle8mCyGoS3e7I5B+Wv2*b<ck2v~ELGEz0FUK=%}Y
z3Xl{bW*NEZ`)N<`i(2d7NyTmKp?xb5Qnu(=DPlUZ-@2tQq#!7D6$0H}vgUd`V)*Co
zr=J?<U1Jw*vR!VWN};1$jVJz6q0WYBkOY#V`=z%304NJ2Nl*ehNq};{!*u<*C-|k+
zb=4>!DuT>_Qk4S=ZOen{_6Q2X{gkOd0(zxMClhhL-EN>Jwynn+Px3H;hH2XZAt+^}
zp|Q{skQ7o@00*n8NyKNoZ804)<6(iFymuxzR+P2uYhN2_&b9D~?j&D5)aSaU^`Xly
zL}Qp$lt^Nhj@?MzzMLhdn0ZgTP+AA_%|e|@dW_`zBn*H~0OT7^ud&}yDV->$s9Jhl
zqps-ac6zXds1}`&fIvMf$Q=eFj=jk+XK9=Rn2*p#I|(}#Zl*8*kO_=uCqEsx^FDZ2
zuPWDgG|2sRv=!3XfO4%5mArgRb9L{Rv=v=%T9z&K1e5Il05vO^8zf5EB_QPzoc{nM
zPaI8jv)pX27HjF2$tUtS0b5S)C8t2?Rs@hpP~HR>%vrUa;?L08ck5{cf5oa)rSzl~
zN3`^pTQZ_RCB)1Qj{I`HyHZ%SGe1b+Xgcb8UANbz1!TcV_R4`nlRYU@WUuoaB#Ggj
zEzb0=Rrud^&QUFuZMwu#*=`imjbpD;50kkhgSmnMfOekX&cq#yoMIz6jPJJ7u-nO#
z1V<djdF9nJ<;Seg3RgcezLD~!u%ddE(A%b5YEMWBSGbgb42+&Qvg2vE+8r#{QaZts
z5~7)9*d_~Zq!cVddVmTli7|i#r(JUqdh<NA{k!8IB1x0J-8szXz}soW!6G0j&&~&J
z^Yin!?Ky><nGx8?#QxZk5_gTDo*elZksZgu8%XYAOdR8cIc4R$Drx&N$(h(l?<Z-P
z-_9^Qfg5Zb=k2~kNS(<TANCX4GC`Ap@gM>u6EnW%1d|&B!819Sf;&cc&fssHd~L!M
z%a9pX_TVkQE#j1dLBKz;@JJJpjGWK!B3$D!_JVUcBRL-tvCIx5`i-zAW(Fi3_5cx>
z#16-DAgD-_ApV5Rh&jv&k+krKLy)GVd-L8jf3PPce!g=jA~6}jIN+YfaXs=j8<-vs
zlle~b!V^Co!IJ=k;}IQ*9uH%}A83fq2FC=<!NJTP<1>T@f#XhH4-DxH7>NLF`VxEi
zJvsjX$j1ccM*B`aVBiy<+am;UcLH;W2N5xY1IJ)Mk+Iu^3El=|N!uVC&QI&SpNU25
z;}Sl1@7g>4w*n>%r)kd%Vc&90k)Fg){mkq;h@X>*`6Ni01jajO8*WJ9{19_9Cone2
zffM9!p5SnZH0AYu@PD1){^Csk0H+(6ILO(|0DEi+nTZ}iNjU92w}Zl*ZZSW;a|GZF
z5I~*qI78sh(>U({Z;*EJx9Ekut>;bo*59@nnGg;<jLdKM$S2HB!wVCL5PZycn2hh$
zj7MSIo%|oyxzFDKnSt9P4+uv6`$z|A#O>f_21$%aLgZ<owd;|$w|<5hGCX*VfSEJD
z$8EM79v0gVFia7UVD=^;VmHPQ1mj~fzJGkgkPL&J@sK!1em0+<xB8|Be9lpM@b<*#
z5F`=ua0U**@3`0;WB{2)B>A550oa%rIFa5z!-X-N#@(Z|_Q%Q02-|)TIS0Sr1Y;+;
z^C08EF~TMN{{VDKPk*<L{{SK)L;yw!7#ZM^i8Bx)aWFjO1CmBI8HhYY0~`35+>sf_
zXx|Vso)m%!@<)jA=k5R)lRtDVr&(p?rJ_?Lc>RVkiQDyp4EQI59lRI@PU(mcFnb8Z
zM|lQ2fw%864)MH+jo`-Qoy?rz_n0KcG9dXInE(?#<rkyXKB#k^(HkE5@(kj8;7&I(
z4ahJ~e*N=;W>0;-+2KyYb0av&1cFWpgZuV5*-U+>=NO2PBYDKfe;gusc=(QwEn-8f
zKbkiNL=&CFW+3h$&S1s@WbOHXP<xobBR`;$M$kB4Zp1($ME&t5ash%&ZX^VAk|rQ+
znZ#`{JH{YR4hINv-{<2JB=#^Tw9J8=jA9_-PSczsVqj)Y2?9n3j^0n{h~NOJKqM6@
zL<FP>Q9V!q0DfX;0w!a*1a0=c6MMNO4!GKA7*rp2s#5BbM^Z`{0Jug+^YjdvQN*FU
z_VVhSZ5o8{ks@{*crmf>8-u)Tc-n0mLh*L#aV&~TW1pz13P4cGL2aTv#{lV!B`F}`
zV}3WL=(K*40m`@2TW~~>mjiVVh04d|r9o3n%)nCr05RzYufH1A<Cqs3$!gqzZeYOo
zB`d2?0TKD~ma{*VuvH3z<~T)-ffijUrBavf)d{by5TrEXLe<m?2rW^dk%B==>J+5(
zo%ftA)0lOyBiXf6w{K)8r7tWc+K!Nz9Vr9ZYorg$0c1uL4*YoIjyknC>elkse>09O
zscI$xDp8dyZ0EF+M$kS+e4GL?*pU!^JDC_fAr<N>pQ?3F)V$;Ftdgf4T9&d(ilCK~
z5J@2-0FxjHia!L*?bsYn#&-Qi-{(&dCS=47_L<voNdWBx49Pr8y!?pCG6eRR#t&%o
zJR#Rqh9iE^bD53z?mQ7O6DDv(?gae#lOF(lcrbR#IE?R;F`bDYW1Wmlj{GSQAV|gz
zeErVw1cBSn2y`{;tHT5i`4|#U_5JoE25@u1Bol-3b{N|vW^gtFb{s4Sn4FL>aC3p3
z$bp{!0H+4izsUsPh!K(J9q|P1!X153WC$Di?s`ty-w<$d1V@GpZ{$bV0T~`*0nGUA
z#AF@FI{-}2X`Q}zKhW?<1GEn0j6nFo5x5e29^4_HU1bsnz{rEPI<O;d=LTTG@v*S(
ze16a*>^|U$+-`V@Ior<JnaCLjbGAFiICGpGu@N}^PG=hl@!C+2N<Bt7_-hYEKAO?#
z(w~?s^|-37HosD}SDL+OjS$ruG>!Q>ik`tiexY)~QBzT>+|#Z%S!20UvqH@+a}=~y
z^mi1$Yx7(ak_<<0(*wL`5CA8>V}x)3#zfDFlNpm481J3ufSeJXwmbRkaRLrTa(nT$
zl$G>G*59N}Ozph$-Q?TF_fy|2uew6EQ?kod*k!ONga9f{Nu<=|l-LRZK|lb@dDQPd
z5uUedTg9;jx_ZSp!NRGk5}JlolY*XyC!i1p8&VEn$W$vg{8LKae=XA5t1Uqan#)lI
zm8g*_c9b+?Op^_*#Q>w$6uBBS$<A?%Vs?-W$=U`1+<_Cq?kBwY@A1FvPWYV8>LhND
zXzG`nRZWt%mi0}N0}ds+w4@jw>nczkKu!Ysi6502g;?p`BdIl3tFUN$4Xyg^Q>w4F
ztutV=pKh7!h4TAwV%2H4w7RDmrftgWg-aBzyHN8q$y=#guc4r~2ER{G{WFPrndg{w
z6Vl@@DYd6#g*H;H{zQ-oh%w4~2b|i|mwLNMYmGl~a*I^xJx^iQI!{qjE9vige^Y6T
zwI%Y!d9~IgDGk?Ju9P&Dw63_yzrUtrsPv^tRx8`sUw5<KY^%H5uEyOC&fd*cv$ajC
zUX`Wct@4jYxnIt&#1rsgzH@_?6`ZEh{I%7b{m{00U4Lrkc9NmiH^gX*c)VM!j$1Dl
z9YO7B$~w38eR68pr?|H5bxZbIo3$FvE}MBiMmn^(>x)ZhVJlkHmKrXpwos)NCA1fo
z^U6bD^rzi%#|l6zaYj^rk*j~o6X&NmeH(g!^tb8@O6ksVYkqK8bq<=*T;{(yq;ySp
zEiHPA%H5f4e`GA2xUaG5yN!?jJ6ol7N-lb5Sy}Ei;^OV<zU4)3tE2hVxaoV{xAQwn
zs)h<ezN(BGmI?_Z5~k7?fMW&3qDqq{NaKRQ+r&1f<}qw0M-Rkab(Y_nkeT#`aYV4l
zOH&{z2z`_^6j*Jkn!1pcUtpxGQO%!JA!=GcBn2jg6*mTif=*<MZq}UDr}-Iu(R|wE
zeTUSRkk(wQ<>xUqo{1N$wy2=0(Q9*;mmN!Hqt(}ob>8=Gc9w<9MUuJds+y{bTBBz!
zQ&ik2OKvvX{>$nPV)8riz5GOZ6K3>j>bsbFztQ^_tt+ZIi*!b(qr6mCw{w2iMX#!E
z2&1yvv~9~%uET1hwOgy+(NwgSml#{EQngK3^Jw$0*SF$l>KE}AM<g5PrJI%Z8g4=9
zJI0aGlpL$mm+dKNs&4+BJe%F>?P9rV%|~OTy<D5p)<$1WlecM$D|FWSS~_bjJtZ9*
z6yAA$@w|EcqBou31K+$jblxh<E5*o`E0mp;ox+$}CZt?1xKhl=c<V_~d6rTXg#>_=
zI<ye2kYThCeM``#Nm&FaP*jT?s(fitNcH~!@x%2W>ATfmuRUGPe@pt2I>$lkeG#BV
z`%?b^XZ0qVHM;84VP?a9q-KLuTP+ofrJ$j++1piJB?|3#8?(1-odv??&1!2N@(Obs
zMg*7}5i{o)!~-~-n8$Jb4nD^t;&y}Bepx*3J9jugBLrZ`AAIr2;j#^3auRrR3w6e1
zrP`KhZ>cMJO|pQ57Zj8sC0ig5RS8I?0zkB2wH2vLAOfOEr9i1Qu)nm|&KU9z2H>AN
z54`t1qkN7D`NR<?ZGenq<KP+2zyQ2S-ZwG+ncR|gktAbcXTb4|vSuK85Ik-2H?cbR
zXAGUUFicP1#7q)E&T*3@o;?Ef-}sh#mi$I5d0TPy9=={w+&M>W)b`CWU!pWcE|aXP
zrq#~r`isZ$>Xxf3AG#zzr)b`{QkAi9wY^hya^FQvyQN`ssa%}o-!ggs0L)!I%3e?D
zhxMm1wQKKEX?-U}UuvMaU+XF9+^lwr+PlSdzK*7~G>lYLif^h9IK?$Wn?lP)BY1m}
zSKd_mnbZ7%^)GCy<xR%R%*_v_Ik`i4xLaDO(N<gS&c^ljvf*)}tg5$C8+M$!8;j2(
zv1p_~CDoyAx|DJA3By-7!>=Y;+(!?Wn3<IayIkzNyXg$fI>UAEQrp1^Wot@y7NC?9
zS_sG$Y>+AtvI4USBwPc;R<zPKe@#A!JyiO{rq`8znz=iB=CwC0Ev((O^+lTPrR}Wg
zdMc}B^6hV3$y$p2W(lag(dnD=Y!oaPtF;YfrncE)rmwlOX!zItHF~4x&!bLgKg{k!
z>s!|?wb-;=bcN=&fvR@vDr_~E3w>4E!&b$@mZb~_s_it2aH^QpQ$I?DCKQ5`_d}+=
zLH-ats-n_fhP^QQozuRW=$Ykp2C3FQtvNNT`88yr<`ou;MV{4PrS<PLwPh}(Ji@tZ
z%X=3_Z%?-3^*)uSvZCLmuC}`szWBw1;v?0^r(Ipiu4i)^??<Aw?Yon&b29f}&>G)X
z(N-E=NYnoSRd=FI9rB`r-qq@*R4r94=UHJ(W$H@08ubgE6>1aJ@Qic!NcJg*;+SZa
z!{23}L6x0h=AN6Ca4in0^|-F(#X7JS(<~(}uz-8&lG}>bDJ&M;X<)4?sZwa9rC=pO
zfP+vnJ3xg})~Js0++MKys?paw*DyNuJwG*StMv}0eyA{ROlu3BT}@5K@l5*-u-y&n
zmh)9o`KhL9w#Qn+Da%U@aplJ~zYfl9X*a7Y`F8a;Fzk&5zTF!uZi7=dPKEw?w!TFz
za++_XhHdqa*VQRVO(nheR<>E~kD{GsRL-Z+@4XA9b&W}ALV~3&xKl}TN+hYZdv2zQ
z;DseCC2p(x)Fncn)E3uCPRnm0N$GX8xP_SoLBs_h{%BG{fdmCXG1D38<Kn!3wB4%t
z74615fZ)&iMiQyvHpU-_p;HpGGLucWF)HX-QXXn#OS+k7<`{JfdC7C%1@}n_`dbad
zFmBy;dkn;98VybfV8fFVr7b$s^6D)*jgXRsG+ak|+e<=%65!Y=+BNYfkROB>tItuM
zn7u)ItkKjuH%w?xOw>2ZzGUgHWnFK&H<%B(Vz=9`Rg^koO}(b8QD0PSRnOhfyWM`8
zqFXk*g&S3l+?8&kxOsCqp8bH>VgZsPu<ko~1CP+x(!ZyjC#bYPIk|o6gPxq&^sl0I
zou1q%^sS<*qfF^;X_daGD{Hldm9}ar`GD0O2vr?D1ywT@ZHH+V#nz^klWZR{9M=3h
zxlyYPMSm`;YWZ<-Th(tOg_Bi%u{f80oUu+RE)~hFrxf1H$!XSZ0kx&|rlEznp;FhX
zc5CJH4_|ltua$QPO!J#kj>{lTvnrGXq2x}s%9T9QHq?^Cij`WH+Nz=IDRI!I`w2F;
z=Uc(%8^jYPS_(qYxpg|1P!xj8?ow7|exm!-wDLo00VMj#2g8Z&+a5nd1|)n(>}2r5
zzSsn2e_i*O1N<Nl&GfP9+t3%FjWg&|)oY%t=(QfF^_Op|s&~@;$Ch=x)^)nNSL`)(
zmRee?Ws-@l4^v4`sctOY^=(GBwzYC%lGMd5g07~5o~f(P&1FS3O&g9eSxr$)`)g7h
zW}%lEdACv$r6Fi_DOy&Lv=W5?Kw3-=q|dYVbG7&%YLhtT2{_#2Qcoe59YWhFaIGOp
zTS-dGfdm2wb+(ig6beWcj-fq<PhqZiQ__<Xsw348G^8O^N(n8vp|G$Cp;`)(NFW-D
zN6<H+(u8_n<)=tMDps{p%0w3yHU6qVD*phUpxP3EqDkpOQ!o-Z#d`kL^_pYTgVgj3
z_MFw)zQ?8<scCOBRZh=M!%?{H9YrxpnSIu@;;r>bc$O+{Ro5CtBd(#9w}SK^s%`gA
zPkM68O;XzHbgkD?+U{&6U^`CjexbPP8h>#GN?A*kcbau2(3G}GQ%O>tVdSR2uj?Dy
zi_?0l*#SdJYfBcPs3k~2O9qnfVktl_widE)sZ<c?3^wwTg6dfZ<9216YvtCH?d&wa
zlsUI{T@(uM@n_zVRTWTBwK*=d6ZDd#l-8m>-NmVYC!^7qRgTQdqNp_^yOU`X3AU*S
zbt>FJt>eN)Ep91pElOI}RJAQ+txHms)KsNODp8V2CR9l>b3Tpwbo^2MO8R5;jp{ei
zUoY+atGe=Y)drr_I&)sRt+Y$pgH_q-buF=*HNv+>T~T|t+by?hdw1~$?N#?{CH2cq
zUEZeeZcR1j+ox_;PdH@E2}vS*N&f(}i5<4g><A#pK4&m<h%hAYjD5EpebF&1EjH3x
znPs=zLybC=EjwvTjIAqaU|ZI0Kq)6mR);A0-!r9p_MO9B0EUIF1e7SG?0QsD)iHzq
zao8NdBuU7V*<B@Vt){TBr_)hUQ|vceT=Kog%M6oGLrd>Edi|zpn*JYdZ>fC<SZ0|$
zAhg)*&*6#qWpl^zH0Mp<m3*GK=*=-xrZhG4m{t0VnAaP<mr4o^KXuc#H!0U!Ww7dN
zyU%|X)mBCeHoZT1d1|RbA7++|>#mmHqRvZEdd26Tpe}uW54@7}v18_*p!Da=ZC6Fj
zPI4<(Y3n85OzJysyI0rRS<;m@icLpz)KqtSlJu>vrtMJu{Tdfb>a8_S*hZG3vC-)a
zc2-gKw!xN~dRk&poJ9+rW>jI)Q%fjvb;Z0298*d|XcEa%TyaY&N{Z4@cC(044Yol}
z+DnN63MyFuY@{S!im6Z_Qh+L(B_=vU_#*lM<aex&Z0nw5`ij>YZj+N9o2V$Ye=_-7
zb9SPZ@ytCxc%`|}TdAmO?e|-K&Yp$K>vWcfjSIHxfw)|4Y}ziO=Jh=*y2m{|ecwG9
z^NZB~03kmMZ%}%w$>`Hx-YV&>w9N(F8~!0vXt!B)ZQn*-wGEn*^=fYCakG2Yo86gh
zCF?TM)w-d(Rnp-{Q|V9RkH~&ddM)%l=(E%7{I1bDW7OjMHEyftCo6QNUYoaTi{6>1
zV%4qx0F2+M0;;Z;OO4v)Y1LNtwGGzb^ED0KE_6)WD(V)hzbL(AdcO2Y&EH0zocRyP
zKTQ>!wCDFN?mAxK&R%=}00`0aE9T=??Gt*jUFk1()*GtkF0Fl6r?ma%(7jP|rMBt!
zX|L2&R{G}ZXs*X+hrX<SWxQS4Y0OIq#HJmPmXLK4tHWeik#?!Y9zxcn%_-@YR%M+-
zP0TVKTMl=KZ3<4oL%Rh4r3*)_RtmP%R0SKgk`gXONGA2tJoM1K%5mO%a`&2C;JRP+
z`xf40=v_^(E43BQ<EU@?j>o6()_RMjHEqi0Q&nGZecK(qcJ>SP3tCxAEG0n*Z9IK)
z^NaC;^@sS3a{HXznEWsOBwQ)|JXv{HaOICUHFmkD(Q4P4M?-77RmQ<bS8=3kS6-|-
zR*dMIF0g9I;$76irLR#`QX=V9rv*{?wh}f3PSZ2{neRChxq}8c`djq5>%-EYqi@0o
zoEm4-p1Qo~zr;hFb@bYAm=%@!D(Q2eud~oy)Z5njONOzqo?0<%rsaj>Q`_1`nXjeR
zsMU^A-EM!y-)l@#-nZSX!&!J?lTBem6Q5>oUPeKekuc^NCMISXQ?rxo%c(moOSH);
zc%@;dd!gNwlSsnUov>H1l9HtnK&4PwDJHikO?5lIYpZER9c^6~)Kb;`Elo`?)zG@9
z=&F95)wlH&kMy9uO7Tc?o#KQS87N;$Ng#5^r_CjzHTOL^L!x<^sT$H8x7A$8(bgS(
zs+}q;)4DF_exaq+7pgYHtO|>zy2j;oRice=u+?qRsya7ZLr<)Z(p7#Ny!}t0v-pfR
za^-*fgB?uvo2j+2t?9qFRCRA_OHPBgvrDI(Y0+O&{r2YipR_Y`diiUz+bVBY8dTDu
z_Zi537=E99DSDIjBT=AzWpl>Y>HCv(8V2>L9M@M(Rcz6$R_c^rG|rjRnqX=x{S9`V
zwY6UUsdnvKSA25MM9me2^{(|z(5fqsJu!+&oIetoW@T?8K+MZbu1N-BVTq;^1FfNy
z1r<y*R)q$@Ad-`Gn#PzywvY(=R3IpT2ssjT8T(`2K3#qv-k-V6_=j?z&{rpYQS(>S
zcc2|P$*b2hIgO+#y+T}R^c|w~^=)gk)D$+&BkkHQx0<Wvs?BgxY}8bj1)DXg+l6~{
zI!>vYuP?tE4pn{`oSWuGl;ywS_|~YkY8?Y}z3DD{*mV`(Sza5Y)YNtjB&JP0Ub=p=
z=<R(qaxV1xh+C@$pQF^OywF-{Sf*vBDY<*_!2Cuz75G*9ne`o|t=cH_<B(eWUfQ&U
zXFT6sJw58jqI8YJQc&spwW^BAV%8Lu=&qvF8mQE@Xt^<M<{Vj;mn|0RR;uYbd-$?*
z3(&7PeOB4^@1ei#1+$ep=SW*G+{3);X7!Cl&8}oz^>(MF)h?>ntZw(6PP%$)T^*+O
z!YZoiR`9!<Wu}Uf!Edtl^$aFo7h|-HvoO42cvDzoPRdRtC~i{`n=LKLx3Oj#RT`Uc
z%xtvMnM3PTx)!B+fhSo?L154|wpV=0(2xL1TO^vNQ%+aTA<55NoXO@lrJhv&71#P*
z0j7OAYCd}Dtxv7Fg<ALUtyyTa)^iOyvr}Fl)R)W6E|;=fY*bEE*FRTZOevYS+TBy`
z4|Q%Mynl@kC_e_yPx8B!dMEJh<_?k99Q4!Lf|1^3-n3^i?tIVFcTQcorrD<}s@9ZF
zTseDr)-^hovcp_y^rg*ploYgjwHGRDX=u^A(=WuP-S}avPx3*3hb#K7y6t4s)u{Ce
zU3p_&u}5>%*LG~R^!F-CJ#<}uiJLXfuCqxvtu6Gr9ko-?qR!>*`sL~iwLe!LvOOAe
zgVArNK1A{}(v=q|Iq}P<w1rPM`Nd6V(hO7c9lKtTzS3UX`rB$5zgJwU^+n#_P@BEd
zikh*jHI|!B)7Ad~XQ=JA=D8+WQ`2}(B_St_NJ~x6Pd$i8gtsM0mzC?!;>^10oN+FO
zP?p+lDp5;_S=bd!W3@!Mg%;MWlmx7TvH&3LwxK|idMKR0BKgM}^Rw{4^)1N1N4%W%
z&8bF>ymB9%6nc82Pu+Cg&hc4zwA5;qU6*5})E3H{1rv7U)zMo6>8g6HGxaqow<Ip9
zsB_N7OJUZ_s9TH$puC2hOD?IPukTXZt7+u4;?W@vmR&*>(xo!63J=v6r*ByNs^<6k
zKVGSQFZ1ivriik06O}4`j!yEsQfrG1hnbqD!(gY=x{H^ZTSr=Nbu`y)Lu91ZR`_v^
z3vGU>n-w)~n$$Hax83XCs`*%gFbMm^_L49R#KuR71Ovw@flp7(oLP)Tt%vaZRryAo
zOG|0D<x6cnF5(J+3p)<%sYt3#5^J<dMh+zdyC^1#Z6wr!Lb6!3C@L%utOR{ka~u4g
zPEvE%Mrqwu_*VMG<>#sOTc~K<=GC)Yb0bGLdeZe54H)g;O0JgOqO2%$O{ZVp=q^Hz
z!ORwH*NX+RqRzJK^(8GO{_@v?UV}N;%D+zjtvNT&K6U6S9%pj9L|(5K4PBxusSRQ;
zG}Ss@`);<mO4=M{#_o2z?Pad<ZFx&oGApPVO~#(K*t*+&R|@juo?PkV<vygR<rg=3
znaZYhou;Et>lAX|UFv-e{jJmWi0P@YYJ;XOmZj<o8_7z7?Dut6TVdCfDM5YjbJCAP
zUxj@)tglKO{q-?Z>I+A5weC-ATW*Q9=-ca7N2)K6)KKZGjcxYxS6Qm<HF|$fQ?;ro
zQr+6R+{LNS;di$gxl|in&6{?|yL$-3@dkTGjjDSMnJmdl%$a4gh&SoI;|``_=`cdp
zrM%i$b(UHzA-%PzsFe#)wIsCO%G2v8R22HOBFf8%B-Xa$^qHnTY5pQUr?~^_!`4rw
zy-Uh#C!vdOmDL(<)5|`8Tk5Xb`${WJTC1#j_1zMkCqk>mbseKhwWjZ^(`t=(K|yeK
z>vUb7$cxj@+bBK{o^=kq>#efgGj2HJh^1*xsg@A66(yFwq37xp+bKN=FFyOwl$Ty{
zeM>)XJm}?ayz~?J99jJ*xy!vxf4_5v+|M#Oqs{(NX`NGD%B>xvulm<T*Iz1msdu_R
zdQ+!R=<=;Ua;tgE9+9zBRoX9CS_?fI=rqmOzz@Y!(r=;v088}#oL%&7>Ir=BtL6@z
z)>VAmpk2<E_5F&xS?PIsRi~2GeFIEWHpTSnZADCrJB__@v_Ge65pk}4*U-f$U+h%g
zA1^aKFDWdR<?$R&YEue!Qc#q;Cxgo;W@8bVY^fpF!rbnineN?v&7uMC5>=}BQ3)iP
zr3otvHws-nR1LsVpk?4=rc3p?>XZHK3iM*nHtw{3nBBT6^;ybmZHr0T?AJSz^$n9&
zikr>W+o$O@HR&zteLZNu(=m6xR?|~msaIW0%T+a%%c<(A>_iey(f<IE&);+Bem<q{
z9<IGp`o#PaZhoG*bLc}$-Mun;T+zB4M{9pouk&M;Rwp#=`;{!!U8^rcm6uyyn5l19
zT&=ea7jx7uX`9BZy;-gItA?f2_lwO|zNM_Te74g%(=`<Czf79ScAsU(=~m;cqN$WP
zmAg)-SyCQtFCZzhwv?Ap4^v7?f=?aO2bgW)h@~=8axXK8JSJI`nU$DRuPwHmGc#U{
zlon>6N`YH*DH9thLe@%DlNv50Ct{0I!EGcJB}v)dk+qsqY66q$o6?c%Ppp5!Q<%Ps
z{TBLZ^?%GxYUx^v&r&s7E}q}XH!Sa3wf2~&)*QaQ^8nnRs5hIH9q!v;rM26wSLdlI
z=-sv4wKam8;Ke0fTIm_xeJ*|~{{V<aj`UrrzYl*;oVL<@$K^d{o#riyv2@&})!fwP
zUZ1mbX71(lP%hld7u%Mbp`xa*UZ!1~)aWX!brbro_gip9!uk9P=V`0!N1uO+f8uM)
zu0!e`Z~9l}#-io^gJl+uRcn4(dVJ?I`cG9=YArosqpP^Js;e5+)Ox#8YbLbaHU8sp
zqQ2B7=~2|}s)~l%%T&qlA1*%`&rF_;eKYdD!|5;4{)OeYu8l2c(j2SjUcKi}FPp5m
zF>A9ms%SOsUY^uCN}kiG8NE|#8ue6L=yeqnXtvtw8nx<8JFaSMsiId~b?jN}Dp`sA
zHcPa4vauJIW!ZjMNa2Jn)XN#C5Rks@rWB@>=Ww?+)TAvd`byMJ%2uL<t&|q%R6*NV
zAt7K=mD)N~3IQK5_p2S}P2Fp3dV<$oWxU&56!!~F&XwvLjlQSbLe)!KMNo$7X)2ow
zNP3!~w%=vWww`GYA!r!68;J%<7{(4a{eJ%dzaK*Wvo&Yor>cE*`WEIVp`YTnn=Yy6
zMv&K@sp@O0uk_lU=c$?I&Xv?v*E;7l4HfH8>6+Jc^}|yt@cxLhjU4?=5Amywrt?!o
zs=AKvemI_zb>FW}erkVNo{(udZO*Sve4ymzvEFa<D@1dbLuv|N;`%Hit5{Gxiyb<u
zEVUYINIPs7N;=1{H!C}KT}yPk3soHpR_3`BcB!ED65QmQ*mGEvtjo)L5LlB`tjiCg
zS-DpkaV0xbZYfHZ+kLkdj_jqSl{gy5xjQQ<QdCf+iX;_n1qzY~{G5*C%Kj668D55{
zKM;O?*K#`T&Wb)tQ(E*Uqt}bnms>qW-humemZf^O;Y5X++ikYq{VP=qyg2p7x}KdD
znoH$Na^*U~?MEg#d-!y6*OH#PIcd+`Rj3#1JCxkR)Vfd81tn5BrAcbn;kv6nkf5%t
zwrOzIi@UbQtyM+xmV)_ov|Ot6<x`g=v0H3v;F?Zd=AYox$u4Pgi_^y;zYf1s79UVN
z)8>wszUwY<*)Dv*<>mI#$QymG+Ran8y;)tO*=gHl*4K3x3q8)kczkPCO(GmlmwCmh
zBce|J8Jy}ri2HwrxAxOVUU}%wq+>^oQ*LtOsQG(MS#8kG>(y3QSJG3~UD?wXO$kWl
z#_FMCs=HWNqIS=C(^mTXb<W>z+p7?i#TPL6$LC~aQzp(NBvCG8Cgj<}W{I1bedRV@
zRIJ!aT6vccD#xzMwp|JryIKJJ5G1U(wocMir6drL0jAPHtwFIM9H|>Ot`9?gp??p1
zcP3xw%i1FTdC#QAsJ1htYwJ|)m8COGwOa3Jx=~TQZfOrbms)1pigbM{kmKob)T53i
z^wH~ooIaNk%x1khb6)ewN4dLXwQ0^^8$GX0saM-&lCrA4*pyY?toN2JHFT9V)yYNH
z(Cw<|^%cUphN7v;3d-6?eNNNAglDL~QvBrgh00G@KDm_lGkp{2-4S#x>)mUpIkTuQ
zEb9Fecht68Z81-+wHr4&4JdT3p3^H$Qx)_;(%m%0EB1sWQJOpL5BO+)6OHoU(vG;-
z{<Yn;-}$?3Lb=(bFWl|qhMcS9<=UR_rYyRGhUa2x+~xY7r%pR}zA;lvQ*?C|bvBRf
zg%w>^in88ltMt*@JS|d4lEs}yIWVr_QzA<WdHFX)!zUAwSZTy9r6E$uZEY+mRdES4
zOQj+m+V-}PJF$@3SPB$7D!oCdRca_HT&N6mKhdY*;>SFBugcA5>LI;*%1=i6_flP{
zHAkrGiz;+~E37WiF<Wpn4)Z4AWU0|Mb91SrRicfD8Kq*0y0LkxcGacrcZ=nx)9*<1
zUxugQtLyL9J;R%qi#IiSTguHbq|c=7X8RWoVcYfn#=A_XQQuh=7K<&;-&W(*cN#kn
z_M(o&?vr}sXLZXRb<Tu1y8fJc(e?9l<VPm?iTG1`Y~}`l=U<|&J9R_a1DcfDj^nI#
zjoGE@`W<MsT(t$Z;Z35Rq@vZ9r?nlP#iwlOuuxvFRho?}FRsI2(S0QJ59yno-n_Zg
z=OKAjSEg61o6)zuXxo~er8b&Zt(tnO*H2!-xVO^NPxM_IaV5%kl;^gjl2%DJVqN@N
zM-iUJr{BUbXQfuta?<Yi8#r)%iMDYWg{>X*r0a~Oa<fwE3vITPpaN7$074Xmwve|1
zfvT_TQiUJ`LXd8gnLH^G^+W3$N&2V!LGJ#pwKpyp(_FgLoZisd!tKiXQ$uz3v~HZZ
z*j0bDRaCc0K}~zQYFc}J*5!Gxex98dOU3HF;?*@fsHbbwUtgb$@1);RK9O!-i~Tfu
z2exuAmsOQIV(V(vX7!~s)n=Hv>3XKF6pEnH8XHTRYo$$nO(iQgJMG(CIQ?ZQtX+Ms
z<5>D%V}ZGg&(A@+Q_%jq^mDGgDOf1IdGh}NT;B9W^VHS3x_47qanii@UBcs6ZMx7~
zX{+if4=-4&<=91gG#^;iJNLSPx~G{HJVW?t`n$FM9~}L=bMnK=%^%OBTg%J#khW=^
zUv^^DojIthu9hp_oz}KZMNMG8Rom`13yp~^KSnL-UBcO4Urya!w(Qli^=s5#87((0
zFE-W-I^*4&aI=9(xrwS#nbgW9gC{uKt;{K<wCX_aT%HPYiCB4|wnCs;1f;kq?F)+7
zsZDbfAR3KAZMfJ+4d`FRAJ^|Kbq$AC>912f!cMNzT)Z5o(mIP#J#5w&Jul05sFg_O
zma-#P+pm-q)Kv`{N|vivLhag$;cc~Dt(O`rl?ydvRI++h^`Gjim0qBIbKA5Ipyp32
z`FpAFmyUdMp5v)BWwA86rm2b@QK+33tJa{jU-cz*B_^V^-LBM{I>mTRmWJzXU0pp5
zB}F1t!W`v#{jRy4%x+|zHqEJxd#*KRwHAvzzh6UT8lL@KdsV8LNMf3y%1dCa`Zg*T
zLrRwzWH?!4scg5&e5&=i>dTRQj^@9nzE$&+ROqfpbGnyNQgcg}RCHD<i$<qwS6QsO
zYgDY%U2N6YYc)=w)0PWHoV-_9ZZ?|Q>jMtiYN{Q!*H+Tib8bmFF4`Z#<Zzi;=T|C;
zlKUkI^hCNBGRSsK32|;ADs;=%tOwQJEhH&G;0Pv*Qp!M8DNm(90iunCg>|5&;~h{2
zXYO|*aXArzxif$;azU5a;CROU`fwm)XfZe&<A{uj85sj3e8vFD&%|dt4msD;Kc|jh
zdavi7F8w`ntyUy!{%2k)Y?@^1Ta%WXC)ZM1t~Ygyg~^&a_i0;QEw-Tzx+z{yzNV1A
zhSasU$~x<8H0$pzEwamNb=MYXmfLM5Yg&$pN<mVNfD;%1NdR1u02<c69V3GQnT!ZM
zwvCK^{_;m?#?z<t-FBs@b=5euQK8bRy7x+!wYsy`q&8G#>V;2Qx{M>JE!9ffOP!AA
z-=n^0dRyntz2pZw7`I#Xmn|!8bXtiPN}8(6ZELri6|Yj;owL_gP}`oXw^Z6MG!;zT
zzKN!48+i+&_t;u$PNj3Y+O(amu$G%`C_!$9g`yI-+!9Q02nvTEeRI-RDhqYQC1zb}
zVV0&CaSpQkXmyuRc97#vr7La3C|IFrQdE*N1Rc;If<dtcgl-}#AK>~v&VQAPW&yy3
zR8~|h9A~7xQ0YW&l(vNK+bEX!TTtqH-9YMn<LptiN|~f>M51y6-B1JFd!+Pr7zhd>
z5Ei0rZ#Ub8?x*T&mnle4Vx1BhWhbPbgvtEI5*Fg6YY81j5|r`T4sm)X^-0J+P;#H2
zeBR|H+ePw=o^&?LpDH!IRqIMzZQ9D;dbd|zto1Y$woCQS=|<hw$3W%w-fpxs3aqhI
z+b=Z!<*xN-tFFb#iFQ`YZobP-Of0u9+m4|NeZ-`#NM#C8Q>#h=SxN$w5(<c*CL1Jz
zXh=;7AQ}tUnq(`!)sLc&z&G(u);zjTDZK&mi_&K<`G?IdPjS{S+PTB4`Jy>+mMN|}
zitDa51(Q-#+c{sZFN)IN!Dy}2l(qK9E>{~3#k!lyG+wqWQCJ`FEAb!DdZ(72xxGy3
zEpKkqHf>i;%-f~j_hHe^sl79&>h)DM7OMUMW*u%es#_&J<*RBPrgh3^O+UE8lG>8m
zI-jBS=DOvkrnT!{Tx&g7%k5`lsA{syt29QTyXj3!XRBe<Jk3?A`(mx3y4&hmb*5fr
z`bxH5ZPX!YQdESL*y>$TskNo@<EizIqrU3ROLkjtU9}FSyIe2V%ae?-)hjPtE&%vI
z2fz19imLkO8m3{2cGpo->f2$KnMn<{lnx$G1w@WBJBZ77Elba^rA)Q>cP1U5T)}m7
z1;-v+ZL&~GLk%{R?UJxSvDH(`TPSTrorMygq5w%q6tJl#mn54~k%W=3+j0Bi3Hg9Q
z8=3M-%o%~01d{`?07OTR0PnmhCPW!BNHN@qjCK%r8+MKk-Y2|x$7qZLjQ7}N^U<T$
z{oP&}?TwFPKcoSk;slU8M(mm2U~?1L91?Iuz>IJDnCEjCoyJTUgBacpPUdE3hn>9m
zJL6zX;{r+e><0*6hYnV+T%hhSWNt77&L_9#{qQ5nWWnF{#E#NN0N?cy;P4ZioOX}C
z3>gRFGH^igAA=hh0|(+kCP@$g&iN67iwqwzK6ddL8^^#ggY(0gG9$hukufqLOytkb
zF^(2yd&H1Q?SM@95My(`JBJgF{$siC@(B47W&i_(PpdC4cg7ee;Nb1HHtYe9xCt|n
zAO|zPaoT(tk+hS6BXb?Ngy#T}+ygi<I3FPG8;;O8egsLKv7N`koIyKoOwS0hA-=<G
zU`J@5J7cgB+~IiyXSBrk%wQe-M&?fep4i4<fCdJ4JA8KdiBS{h8~yi>m?Y-|Be>xR
zk%D)Dp63z$3H?4s!-w&R-}?4FiNX1tWKR+CJ;{h8&z~|(Mt@KUGdcY*F|jZ=pVE85
zo)C$5B4Tqrr(urqi6oPqpvM6{@!%hh$MhTRwBTomW&r)Zf0_jN+c+J;5r!mS5PWUC
z?Z14_j@jW3y6Z?}?>~7HBm<csPCMlH+k#}spN;dMu*lkG2Ie>hKhi#D8SYQXk|IWU
zQ=ODdiNyEcApDVtk+$-LOSr&2vT=#TXL&Oj8R3un=eB#|agUzBOmPD-2ROizP6lV^
zBWNc8nBW9p1K2>3+XG|zoynf@93c|i34x!D$LZf;laO*V!<gU1cOZ?-cZ|V+4`al0
z+<;)r7>w`w`RqY4oSy_nBoJaC3?0M_`QH;5LKrxcowkxYkAwG*jFK?t;NZYG6CKWb
z&chSp2N9SNAZ>|(^SJJ3VK@VDNPpKqc|FPO41+LYbHWhjXECuE-?2HtKRB5H49@`g
zC(bsUjpk#_;BV)M?XU!aA89`WF+UIh#|-Cw-vo*BGID+l_C28pV?E~vGCyw-f%^{N
z9vLIB$LJu=d+*qt%w+Z|Kmd508H_~9l0<A{;|4IK{kIZl_JbMf@;6U|!X-ELm&A3X
z;6WY87#o-~J@)W?#Cbw{kRZT2;sno-2W-ySlMx5E+5j_;B$6=zckKmJfCCvMZZLdp
zBx65*@Hj>5uD9tEpPA0mHa{4_Im|&D%#ft{889>05^)B9Qbscv!H<mKgWDrx^RUR?
z3I6~)f=2zb<045LZ9Yc8fjB%N4PUr36CZVL9prcYM-C%+9)35#%$e>1oQ~My7zSbw
zX^es=xB#3T=eH6Vi5*1XZTp?1pFbeyvL*TT)qR_y>WY>6`lcx9P+h30aSb$t;1wv0
zk~Tt8O4g$ZLQ<tnN#mPt_crt%pQ5$Utq<JXK`oa_a3t?jR<tO{Kw63^nj`>5Lc?x#
zV{}!bp2KRW)mMUATB+2!V5lo<ki;zkU-^EuMJZ@*S}6%X-z*L;y<O^WcN&|8L4`cO
z?pl-5%P5a&lnls1M&J&&3YJGwmBgqu8R&kf%OS++xLV_%*S<2RQkuo}UaeN^zf$_$
zd)qV>?!geBs-*VHQ2@e2W&{x#N{~*Jtu2H-b+bCP%j<b9+~_IW2~4Gs%2}>-m4%pC
z03?IdqK<{?<j<cN+D<$P@8*1w!kpkpoXCuVM2`bI5xj0Uu{i$28#vQ0)q8)!Zg#t=
zdBT<{*{b?_@;Xwkw`nSp(PT*@^Es6Qka~(i#8umFG&A*-RSc)7pe=1IG@=Qfhd?bk
zoD!9)6gTPziva>obLL_Q7#M(e%y;fGGZc6G&AbFs+-gwRL2WH9Ui&Eu9V-Z8p)Rxn
zwp1V!19%)E7@xWMA7~@w$P<Zxdy;rJ_$PcxiO=cVJ48ehc-fAiqpDChJwI)#2}^^j
zgWR;d<E|AbKKr!cX?1B@r6>)dvLGoY5>Sy(rK-}}Q*yalpAGd?8p;$_Qn=^$pWV~_
zBc`Ra6$a82_;EohQBs%FB@VZ4rT27r>vIEWGco-n5swoCJ~P6|k>+E+jBGX%Kpl?8
zc-fVuE8R(Q+fi-2HUV0{ht{;G(1{=ysopHSm6X9!5{DEz#tKPM!Bo-J(X1k}lBSiy
z0+Nb`TxCj6We;^J>P!@nq~L`DBthX0j9cSqkAt1T9i;7n1Q?#fhGrvtkGIVI^W@1L
z<A{@t04HJKCU?#Z&-Kjkrgy=dkVkIY$j*D`B4>mmdu}5+fOnm?`H|Wr41p*~+W-T!
zf<!=`=5lr;w{t2?g=09};zx1d0Y5v;aKsUu&ePgH(nrp7Ad+_B2xGJX;x;BAPC+=&
z&fjhWvHOhqgSIDmgN^$EJVtyChW&;}&c|t-2q2h^rQDb}`QNq#=j53<$HEZjGA4GB
zuowjX<Vk}+5M=Hrs7NsYf^#3S7$>)JBt&-`9^_=iiGm|0XW*O>JMa&Qlix6N;LgAg
z+zA*Z4qXVJ?sq5j$Mx-y3EUmP2+!&^JMa2=oX*|kL<q(++JA5X1^~>C`2PUWSsx?-
zGn{9A<QM>FY5B=S$ew>t>po*BV32X2u@E=!2R=a)wgi}SgTHAw9mi=B26GZ}cOdZs
z1msRg%z2OBVF$q(?&oc?0FnN=*qGn%w#a9f3+dM$Hi>RC`iyrO`@zKL24HYZ_%VUp
z$B4vF$eoDdAea-mpB^v|*oX&kAPh{uxs&%lVc+8$kCP;Dhd_@$wDY7eOlP<~w<pYr
zjsE~soq-0%O!*j-yv{(G+Gn?n5E3R&+v6P|{lZ4$BLK|h3G=j(6W9?xbKd}bU~q?z
zS@ow1S|ywie=r!IANS7tX8;K^5gp)(#GSkEgT6S3Gd+fSer8XRlK|!b+W-Jsj>OE5
z^S@&Q!22HZBZNKw0J5~|(Ic6_KO#o{OhlND!by?55+(^TncVp7d{4nSAkG9yk@9id
z;Cw`W$MoPNZTE;c++#3i2qcl*4WRIbTr}aO2e<Y_hsW>V`eZ-^#z)^A0(KEQkU;T0
zvU@~lH~<b2gWK#T0PbUAd>HNs-vLO2JI)UBNfX%T=6_6+!W*^AcMI;f4+x&yjEv?<
zk_4C;#`BG%2O$jn$H#9Ilja~#pM}^NF&O=0yk<eb9y<w9CvL;Ho#VLivB1DGNZ}SF
zPGks^_K<eW4dDFu7~q^{W9ANV;E4h@jG6C_7jyT?gWP0Hp7GvuBODv=GBb(5gTH(j
zkTX6^f{Ed;J#)W9NR*5TiJZicOoN<nC*!}40(%1(?Y`TH2Y=9r#{3{p$OdtVz>H4u
zfxO~K&J@V<NsI%H%$V?GkKZIf15Ba!X`b#j@B+S4i6=XFJ?3&hQVgFl9k~aVw4wb-
zm&}i$qN%D$%oQ)Dk_p=_)i|ik^plQ|M;?Rc$NAI#KR7X&h}({1<yA6*FBPgl2vX^3
zn{fGW-gWd$ZT;&Cj7$lS^N{++x(Ze~O6yd*D_zF1xa*{#tEfOR3R5gN;u15tQb5Sx
zu{q<Zn|B^_8_qs{KS8&C$Ls2^rqb6D?sP7o(^Izw3d-u6E;r&APKUw7fHA!B*8wAJ
zc>B&s+~AG>0P&$C2ZRZyTtMr83&HSmRT$1<cNhSih$qQ`IbezIWOflV-w+3JJ|saP
z0UpGXHYXDzPsDuA0p5G?@;1zGKQW0jF*CP_$dHEZEti*B`RU#*CI0}5u9^P;(0<MT
z0Ho?}4i=IB0L4>Gf9O4B{{Yf$HwOs)hwR_^yMTWZ;a~DBM^ZI${{X|UR1yCGn+@x1
z&;AsuMn?D}?epVak~@gckpxM?djXssq=6V5Y#O-#0O8lFGq$3=ljri>s$dO{CS+`T
z=Z$a~z{c4kB>lmXPT+mw36W5JL=DMBElOE8Ir*JA(0)qxqx|OW9Y_BFm$7g9jK{lE
zm$*y7oQMW{n4ge#`}~gU?0e>7GmVFy-HemGaHk@7+)ls`J9vXR5KjCf-_Co^0XW`c
z$p>MH%w{&M4!$SxYg+KHj{M_-zNgvC>O6_1;zQtx-)Zhi8~pbZyl!9z7{JCp1msTQ
zdzd0*;y6<~ADB3q$nlvwNgeWdUJr670%lB+@&L~H5fQ%-c#%PCTAMfJy0+hH#M1d&
zg(*%0o>aBzkd{F^g9M)tGXj43#L1sBj^2ET&LnRq<8po{V-uYGb{mbyz!8a(ao|q}
zf7jrDQ@6m{W;WrwD^k1Z>h9ghWonwmu^$0i47Xa<6h2zR`^fK@h)@Cn1P;-I5D#o{
zW<Dkdoaek57{Gu`ez6<O4bDtK+i@7jZ1#=_kBJ@x0iC4$2qW}9Rr0m8%xEi1*M49_
zuW|PB%XYFOU}t#8fw>|wK=Cj)K33nU8^`te2YHUtGlko7f7csHll<8^K64@fWPnI9
z;&T%}zkC?nnVu!awBKseE_(S>D$qn34-Pb?Gsp^jE1Vs^bM_K8l7I2;=1-BpKSPm>
znHYl*K70IPa)~&`KkdYCuq2+@2N?lmocw3^IG*q}?bzdh<Cg2tii+>tYnAfd4cGIw
z;6*Yu-=#$&Qa6#jh{hyDedn~sKHMU9*hYLG*E<3*f6`}#zsOI?1Ylqc6WC+G-yA%N
z$?pSrpAo-<vFrpG6Wf;l0A=Ddru`z02QC!1kiV4yxZeBcJAJ=lG4>m6#AJ6MXUEPz
zX%qa@1fK9u#P%O->`nxouy>qrfs$k69!c@MpVl@51Rfe2X-xQw-n!Fw2nz~RDsk$E
zhaOIFav)3`6TAV~&SXrJxf>^kF$O-w9mY)Je%RVFJR)}U`(k@c&ckiS-MEi(Fh&3-
z4CHSoB2U<eh{UboZ-r0YL$2$~kTbaYv#963q9u*TVGwiJV-p$spT0Pcf4J^Q=?A%y
zk-UhK2JwJ~_$DVC{BB0zZQ}zV9Io5;gY&eUVs{dEz|7@LfZtDdJ^6!wefzJjV!3i0
zH`qkRAOnv-5+Ftfb_7n+H!#0n^z1g00Fx3y{ih*(>^>lYk^Y<r$tjp8gE1!&umtTL
zq@L3TI~npGT5kK#myYNRv-a=HQa5F7(IeYozVX<2_}q5iyl{ygKd71BL=pz`^CPzq
zIN!X)`6D325%Z0P1QWx62kC-F<}wD~5M!~AkfyfqJTIR=hXADk;4<*trH6+IV*|+%
zBx45x4}8WTj?iO(_C5PVi5>(<`$5P)Oz@%s5#M|s`)mYtWP|&6;YjiT9t6($@3`+K
zK@;8?<$q@DcpU)yg7?<n18nW@-)MX0aj?hFNdy24jQyr09n72@5!wV`NRoco-xHWT
zNA=A8fS(<J+am`AMtE}&Vq#>HM$_gof!icvK;id&{aeBsXKefhH9R#ZJKB*gyBx&l
z8-JZY6Cieu*%6q|Vj~&G&?i1me8D3kVn==aN!oBb3F(c%F&*~cpS(}W`*_+QOk^J9
z%TBG8`r!di2QNEQKZ&kUB4c<y2}#~T$be!DM{LQ0Ark{{8O&~SHp$o?@tJ`aRCG0$
z2ZcQiGu1AU{EZ;1q(ZW#VF*bHSLRVj#1dd}u?;y%Knk@5*@_1f{MPC+n%jZSK|@OR
z8T`b8R<)!Q6M}erGv#3nxaGR}3fr#=MyO81yvg2t2+Wc@k`De%@tvX57mCz-$)z;Z
zzyhke<tB=qDg3{fE#i`}cK+=v$j-(uKaX22zm~&jWU6s+y(Oy3-lP6|O{OWBR0$;s
zSp3cig#s{D*E@y9eRcJZ)hJ~?^Qux1bN>J)-{ozvB;mBD1jxxHZguu$)>P+k7x!3j
zBU+DzMuwD({{YkJdr+F1x3vvU#+HmbLqe4Ukh<l|uK^HL!UPq@=`%*7Rop$bQ(GIS
zveFd5YTS=)(j#{(2sJBIl4LlECouqxT$3jNV8+KW1c9*s0JLOB2j3*b?fcJpFgt$6
zI0H>-%Q%Lb=bm@W4KH0R4RWseIOC43OL1#)#Sm1rtF3D>x|B&#I}ZJhL;(}qcs~+k
z5smiSc<I1BxKcMJG4OVSh$H<w;|2*au>?-@fv`KA82ibeJV>NmTdQ##4z>mvJ3;UB
znSub=W;dPp?FjBOw__rE4)fc&F&i0<4&-<4XZG{3Cvg)UqkyVGJ-5k&G4OI=k_Hd&
zJR#-dolPur&*}gedzr_Nv`CTjI6KJT2lf-W$P<EO2pRDi5so4zMDK&=v6KBkkvnYz
z2=AE$$BgU@kKQNp{{T`@zn`-&efSDxonL4$M9GkMGIBvMMDBJ6bHsv*NGT;M1Q|&n
zg(QL$2q1_idVvH$%;Sho4(5I`GIQWWgTCf)4*?PUz(;5>0qrp#B4F+Nq0H{_%ZBr%
zZ?2KM*>&aK+8buAM&(M76VUlTP}&3n8mNM!(i4O_76Chqo;gO{s4N<lpQb8lYjH5;
z1!52!f|3tHSJamvtEDPwN+ACLnwZC3qdA<28I#x$51A)%AErcsQWeyd6sbR)DJm%_
zP?8jq2q1&wBL;Fu3hCEhe)w16eLed5d!v`{T)So7x{EWRh2=(x^%BXFOf>M7wq$|Q
zu%rQrOrAKdzJj*e`KPX?cAe3Xml8l&&QP!lR+R#nDJl_yXN|_mukJSRmM#F?X;K6!
zMk?C?V5P{1ghm|`1Nr379GOjV)B2{L+3KgO5DKYkQ`1t`XY#h99Z5X}LB^HR0G_az
z99w<-IPn}STIUYE-&YP%*Lem2+IoBE?eV{p_L<@&oD;AIY{ZCzJ@$}H%=rV3RlIWN
zDt^lN-hPg$Tg*UaqijNz4v5$l<Z;GzlvTF(OEt9a(>y=SbtNT3f5@pRS|Es0RG}nh
zNdiC&xl?}abNcv2wqya4CpZW72Y4XK2foC0aJC|IkpsB|&S1~T8P4%JMCTDCh!8S1
z#`^@v&PQXzncp$A9`Fa-awc)q59)^M=jXeI`f23>B20iJ_{bi1-(q0qe$eNA;A74Q
zl5i*Db1}Se85jb7d(U(881o(@901@5@s8)P%pCa=caU?0UVU!%`(RPX-zT|^{{T#Y
zMm7*8VhAKhVZ5EOoa|4*6X4GL0GP~qKWXjSB%c`s;~XK}{P+U^M&17X<HrblI`~AU
zVt#z)VKRQi$ulqve<<O7gy(QEyhbx5_P_){?07Rf!3TZ7k-u<%W3VE7Mn*OuL}mmh
z$@`pcW;Y^27x#Vt0CY-8CNl#vI}GM~gTC<*!Wf+51cH7JXFCn>Ozrung^Auze}YGN
zD$i_?a~}i~12c`YIp2SoC%$~o2%cGuFI!T)d^c``t1$$Fo#F;J{!%hC<O3fEY2U}|
z_L1>E4}KTl8JH0S<0QoIwsRYA!JL94z6qGvPUMm{-2IFm5nw$em;=lhn1P&=-)JO3
z0}x1*&e8z#Hzs%Sv4f3=eWFPuj^KRb`Wc@Sv<ShFlaqjce&fam#C-225QcZ#zuE}Q
z1Avhr10n~2cnKTe9{J4XHk|K+zT>blm>Xje`LPon^8^mkBlY2&$Abi5?c9%@!Ga@T
z0f13D{j{}u5OogIkNp@#j`-VhWE}R$;Qcnh9fbT2ou?Dp51tX3iQHtwiI|PMc*JCx
z&jCJh-T=rsIp1iW(suxGi`MV2${0Jw4|5y$%z%7g6Wid2-bvm}k})5->fUD<+yY`d
z$Q|ZSlfFnfIf&YGu#OayBoRIF7{J__8*Pr}c9czP)}L3hBnHECzTL;2rUZ8Fm^&@A
znL7-b?~xND#K&oZc$;lF>eAayE#<79hT1}urFV{$i8zcw{dODWqnGy@(3fs&{vN^4
zwE=Z%1FL4w<Yo*{xJscy8`yA*8WIw>6qGcQwWx?gX;PN6{{W7FN%OJnM3J4=)1faH
z0+%ZiEwrS9RPgG3!TCuIun$s61j3vs5+sa{HwP|yPe>t6Q8bFW(fL*E6unSYGY-`#
z6toCgB?vnLpKS4>UA3j^=hlGt(9<YEVw9;WDS!xD{{Zr<1|;;B(ULI{!W|xQzQ&Q!
zsF_7w#VCj!6*YxG9^x9MNn3b=f|<`$=S#e6o2|$#ibWfBD!P-<!I#v6RzJObLccP9
zm^Kh4B1sX(lPXc_C#a~BR7oU~WSKdUoS8ExzX%hE!Os5xF@XSY;7;I-?1W6IM3qXE
zrAbjzrAj0MR7?U%p8o)t&htDYJ~xOGa69&lVlYTK@HmW#@8Iw7B**g)8%P-3$s%Cv
zM@(;#j{PSPaAGn>{2>ku$8Do=JL3QhckMrTM<mDT*pVYMBfbU?@33H*%oqYNRT2B|
z<8THsE4Kdt0%L6EGv5+qXXAt+j@usb07#GZ;yxx1c4IM|7?UtYCJ3C*>U%^UA`Fkr
zalFTK@PAkX^LUsL5&?{Mk~Whwk=w}Mwghm5Jeb?yK+J$n^Y@&Ql4Ag_#AA5uFbFxA
zBfjM4eX`HS<mNa308S))nC<}sgb)5RF(h^~fg`wy0ymSM+#wEdF(<SGzj4|i34z#n
z!3UYZ+c_cx2s`7%NI3a~$A1zx5`2F_{;ZB9cR0o*V0P^U=6r$#`8*-Z!*pfo?6)T=
z8oN|muI=gn0DZJo-l^?x)Y7ogs6{)=Y1OWliRaL@hMT8yx|uFibTD6KO6wkk{vlt7
z!hHrWkwLzEXr6dC&fOJs){UJVY8JI<#9PgWqQ|IGH4dOp@s|bmYAJ)PCYaK#DO3LF
zE%r~6e~e8RC;tEpeqnwas`RO)uaw-%)4ap5>OOf<^BShds%{F_TD)qD1<v87YjiH6
zq^qgXRQ1=(J-LQ&v@|cF`!&v<n$>Z)-(A(7EmmEwmli0gtFD#x)YjJhi+dGyl@%;d
zuu#$qR82hM(Ms1vI}LkmhSAc?W2dFG0mL+MS&7iMQ}cYBq{P!@ipx!W?JlHjOH6l(
zJ?x2Tz+LXHrxLJ-HfTW9P;DszD(@7eB$GuWyH!roE@-<`*08QwRM_qJ-vk4l@e(5w
z{{S>hz%#%`ckPMrH<1!!AQ+Lp!Z=cUV+3UFJ;4zlVY&UdB*5GZjn2UB5w>xiw;LWg
zc+-H-nf?9@ewZ8fo&k>={1QYGckd@@$OR@lAa;R~5uB1{2?syY2GQGx^D<8HpN!*v
z#z>qA>`;a`z!?3EXA!vv=1=7(ZVYX(fit}0ZT|pFZ7>G>Mh0MakrOgvLG$1C2kdRM
z%<UkNGJMDF0%tRVgi1{0@37uXlZf(u#6aAE3S>ZxPtIdIZRRisdE>NPuJl#vqn$jH
z=1-{pRq|6;>t0B5glb>+N#-@37T@4nOlaLRL#;Je*NU5kHGALL{V8*xzg>QYj<4wL
zwQN;A2w0Wqx75J&d+KYJ9;1KU&qwosa@wO*zOG#BvDKxu3DnvrQs~LJAEU4Ksx05y
zGk>&H8ak6rdbQi?eWm+Y+AeJ>ZgbF!GqX~Na2ZDC8cO{nG+b&~<&vQ+w~op}o=6Bv
zg2*WmLTFMIRD(;9eva@p1B7+0R259ILs?f#Sxs)QTcVb^bdGx!NT+l&R;njl4KrA(
zRg#BWY3Oa>8*y!@{$ETzY<?O(slN_pc`oNQwI44vVdu?;yHRLXc|Ud4n)1@+J(ik+
zvi|^Vue)5dO@hMp-px&VvD8#Irfang1x*dwn&of0)KK))o`3vL{{R_-_>}Uamz=Gu
z^r@gZ6aMD<w@+%zKBv;U!oO18Y8$m^I^7j=(&n4{H>GWKnsVapT_xh&(y1;L)(UF{
zmcvU@`#;2PRhFNI@8UD+r$YLxxAT`*^7EKpy>1#`leZpFX{`sT@3p#yr<U4gtrmyv
zwOSdf>rSFhkFrtH={GI68+D3`$z-`Zb2T?-sxMB^CbNTjceGxJ&LVL6X(dY{c~iJU
z(~|DFHbPP)12~#?Wu<{$(%w^vHlttz>kUnowu*L&f!PUgB#n_!R!T0TY=Ast$l8mY
zrlO&AI;T&&X}GelZmOz{rO{S0@JZ?wR8F*op<tO%a5}Nnk<bD&YUYt{wY5K|ZnT$F
z1OEV$t|>INh)7KIlsZx*7zDT(17eZWJbO9mOVfv>KU*BY_0P@!09cyeQhH3(-^aB!
ztmV%yXlhYmvmRjUiks%5uG5LD)jC<=gJ8WqLr?r2<<PZmqSQ9Fs~DzX+6BMikN4EC
z7%tO3!q$QTQ*SilNlKG|7KOI1q^T#Qq=f<mM;yGKBGlv4GQqc7n3GJYnG0=Q&fL=>
z<fVy^@lzoJsc~&7NlK^*sf{w41e$^kX?xg<kTN+_UQx2xv|g#y+Otn+Yc-;xuT<*0
z<)=*P`%JY?<<j|luco%zC|IbeajH}*vc9gKnYUf2YMHgX6zk2l6yWA>Qr?oiLHa-D
zs(B;oBbU!;4r&`sqWGO4)&BrW>newA`hY1`O6qH_fxc>uJzATZ+o@reC~p-ttkqJ#
zPghM&@)DKkItQG3_m=vrN^4y$d#Rw+8Xr?wHI|dVGOnAwgHvg1wH@-odA8P&vekXA
z?{B28rFquhExgE3Oo<)E*M7dar|KKkcP71E`i#_U^Mjdup442gx>8v+-JZp7(E5{3
za>HEz0B-4YEyl~H?Uws32A96wD(^z`LvFTE(XBV@vfH2@@{+pxu_VnjsdP!XASGr?
z=vtjb>gNW*l|u@rqosua>Rv8-;YG5FB`XS}W|t}kqK3sGI+8OaT9h=-x>L^g>8dGR
zb&8fBr+t^6r+Js#ahF=CVMR3zI@^INL(H%8I?}*fYXK@sRABmf>QmK!quyxx4)nR{
z<CH#@tUR#w5y|_Fim#k}`=`=6KFNRP;u+GKmfd)2yHII*q~3KcE82$TZ@8t+c~5Y;
z(x!@$HY%GnE4P{&{e#y(sp=oZpVrSUIm@oJO_!0nBU4avXO$Y&dS6jfUG2JmPg*W?
z_MJ(qk#?`M+Zv=|+i$woE`c@l6*ROq+eH#;Ty><ahWjO~`A_&?dR_cjJv-a9cQmw5
zJv{<dS(w%w%hWoerOs$sXesZbnA%S7r8OF9EUdMt9n*Ez+cnCWI%3apy3^Cu(N{FL
z@3ihyP;m2eVQIr%#4!9toJw9&YZpY6lde9>CM9LcT#|NbTp@{<T@NX_c9xQtlnRo7
zq^2_o`g<x#K_LZ702&e~pbba@fRYVH_~q_e`pwW@hkp#a9-PvCk-6W=FI?%lYAXjU
zeRJJ;52W7Gw6#_GikDJq-94f?!LM$Vnw>S(`eyA{r|%kDmy~sOL1w&BYTJsn6`5BZ
zD{$}&o;>R2FR0FI>t1#9X7)87F}Z_sYVoS?iKVBa{wH!~-$`suQKY0pRJ7exv=rdA
zPTNf+q=uVqAuW%t{(Al@--dUqC;dfwdi6_wv7^%;B^uMi(4DiDnira%!?oSkhe&H%
zTJQS#s(meAb+%lr)m2(fn@`d`b+lM3X&kD5P*^Cgbk(dY#81OpmK9uu{7ro&YOhh+
zLH<tij^(a3)&7>dn|3<nY5M&!YtY(}Y|yQfMSWGx%Ib@@ozwI|O;%CVUhkHcYO7kO
zsB*ck7Xq0QY-4zw-U&4)izyRWm=h{nj!!iFzo({3LS^RtAcn(Dre;Z&mdupOic*5I
zpmiJ@MYN^Bq*Nl*0VO0OX+RoWlSLX84P(b;5OF3?a${pV_8v*|=O@;0SYL{D$JKwL
zZ%aOksksTId0VDEGCg3erPbD*Q2wO2>dTFTOzM3mm)W7Y>8dKdB|&nx>ISYCOC_%V
z09k0LzEZhZ-6Iy(^zENaW`7hNFKhK@_?vo*xq2qDJI_rie``(Zi%VRV(yUimkz&)l
zt<$N!-E9`FC1bWywWh4r>nf_Q`iXRIGVNigxL)rSS3851H9kmP?ALuibgi=At#>;m
z=GjoHTaBjeMOAIN+v=PCdTQDl)|jiMs6>voY8pd{I4R$b&dMZlrtpdRxnPOeW?017
zm2u|-(hp6`Y@YF?mbTP{t;Ry1WD12TC_<_Ri7H0gQfiV)3812aO>A#Wfw7NheHeZn
zT-2iEe<=R|5WQEfd1<G;GV4xf{{Xp8ux<Td-5#>DY1*x0SE6+V_O^^P<+9gRZMoU%
zE_Qkg<y#Ip>{&0Bw&%3{V@s;^f7ahAc^}Ara5tlUIdetsZF14=J8HNl^KsNRJxg@A
zU*By`-R%{ZEj41(mUSf!xkFn@ntORuZB`cQ7P^+5D*2bvT=3>~uEAsFeP=Q?aOB%}
znpdv8x2e5cs`LZ&wHJ|cx<6T?Ty^^$W9xm_>%O7ObJd8cOI0j9nwBZn-_r-GEnoP4
zYh4Y<8~33W^)XFule;y|`kh9tbmHB=TOG99Y|gg!wymv6yw+7Us%kX~bkoYyh-_Gy
zrfQDh&C-pZlz;6Z*~z2{F40bj8HK$t{DX5SX~te=NtcrL7bHkZn|^4fYJG1hN^MGN
zT&=R8+LE7Q`6|TJCl`gK$?oW-$$>80Xk4dywvr#1nOR?W$WL&?Y^e!SRO8*+(v764
zUFN>q`JecQdTi!TsJ?G{iqU#1i_`6cQ`Bf)M>D1L&7PL*be^BN-i0lmvWBw7Rc&&z
zjdZq4T1}r*xq7*?^a*y!Oeor*@vGZ(08$d-RV5`SBoL@QCj~hWXA%hG1SCXEAJQ=c
zxgtUMBoWi#$u2tCB@0pvq>v62QxVjVV5Aw|L70MZ$IA1s`e9|lm5GG6voiayyD+(@
zE9$y?!}uMP0ED*Rr~m{2YaY`fhx!P8q&VNAsol9rW~G^yM3Y+}DWsOJ{@V7OQ?8A&
zr4UUiPe8pC^YhamB`bM?eM|BUj(FRz)<37w)Zf80{no0(cU8XYPgteBsBSbZ&{JH)
z*2-ku=vk?`*xW;x+gep{prfX!^Dmg3o#mG`kmvUEN7^s-4k`By#-f}tb!~M8#XP2N
zl%<;XLyo%R&NkgbTXEMO_mJXhDpKztBEDfSHXI#E{J;b#0CEV3QG);{pkq6gaa{(T
z(f!+<3cyMnB1xWrkS0~t0y-9;B{Kw>F^Xa`LR87jJtFLxbg?xcwMxu_@kvos#JNMt
z+1UZTwI1y?N=O8VD+`rVvrf9$nG=D8yv)fj%h80XC=D>~+f8i+67O~s-lzpGssP7V
z`CaLb!^s=QsJQ4IL3bK@{{TrurD+R_kygz$%7mz*;ZJl@jaq@HdZwAWN1Jh7E(a<q
z>Rv-?M?P!LR_a!C<$j6g#);LsLesCT*9s~#sjL?}8txRXvW8b*YW^)q%XNyOT|*Tu
zywWNfY2!|{f_iw_mR7<F-2<T`DiWa`fdF+AynvCBgC;oaZ>xV<oZ<DCS)i`G;%i6?
zmoBWgYb~a`N!cpwZroVBTwA!-R^8cp?Qx`Ca!VA{tg6>bX{ALw4fRp3sc+Ri$~%ru
z;`0w;n64u;F^o2;BP%_yj{V0ab`XbNm`1@b%eK=cF1UwXc#pz4P&Tw1lJrkUl97^O
zIAX-un`us|A(XnEq#=eB6qUB~ig7L=Ewr>KQk4RrIyuSCS#m?uN8$DAhn2kO{5-XH
zsQzbjIjwVP<hQIVH!Q6hp4H0}b)lo7(yO-KwJNDDdRFaa)V8{NtBcYVVBD%JYxKMK
zYN}^0D68@7lRk#IfvRe$ue{Z!spZ~|q^xLGQCwSHKC8VlhSKwtR@+*Eeuc+M(M+m~
zi*)KwTeTF7)g_GmXY#}GQ08wc{TOQRMfDuI(ptYt-fUXyPwCBLU30ox@A^)cT-98z
z?^Gh5+<{Mct+VPowSD^2Q&&>MiKua^N7Vfr46r<L=60{C()u@1YU`Cluhmgo)YY{Q
z8AtI7#U`GGC_)Quq#Bo6Q-K{MHiZP9u9U0WWj<8<Svu675rMrdyl1pdNijJ+=<^7f
zm&E3aa-GzKyN|mf+MHU0ikd?~pr;DaEZUNtk3L6ZFsVoJ977Xf_M|ZPCMG4>GiZI6
zq}fSvE<B)=%pfJS0o)a(M2(W-#?qJ4+s{3<w<Ni$?N_HQSAXQ~K8d%zq%2QpJFR7s
zs+N&zrd{=~s-$%;xNbG{;WsxH<BGVJopPm5{Zs3E+-(c^{b>IHOrDptmWK3;>HdRF
zdZeh)Xwn?y=dUreUXFP4Hm0e{>Z;vebh_xhL1)$V+M?H6bF8niJ#nfuE?g67a^*(#
zlF3b{9{G`Z=N@s#-dde;=N9X(D9V<%3YMiP$URC@x{1V`_u?CYB6pv@+x&bD&JHAf
zhbP$VB3}x^Fvr?d$IWaohaWCDhj9nc*-OvQttt*pnTMA2%ZYt!1@~0p_2@^1PhwBb
z&rME~-I<4+aSf)(VG1;Drhot;4K@(c0zyDS0%=P}GIN)o+~M^BeWt&2cbMACU({OH
zcTIt<U8wGwfxSINdb&S%uc5U601$oT(zR1u`k$;@No~s4l9#Gf<A_I34nUk8vNB+e
zfY?ZgCp-59!1P<x58-+0f74H-jz#*>=1}F><sYa@T_JMN^cD?T{nJ{|S~d2Hq1T!^
z?Wt_bvr*e9X|I+_^4oOQ`|aB4Z?B@NV)1XcHfZW9{OFk@9mtdW;7;+6JIrmzKOr$8
zGcUD=IWFY0PCG6Pw$F5jSy@A^fPfMdhXD!$TAS9Vk5EuPxFJLX>sGWP#`hwbM{&I(
zdL;E#>jLSjt{#~=OLXRwoTI4Icb#qYC4os|YVO9SyJ_)oZQ6z(tQV7_uT)ev%V*SG
zu2pR&mWGw*7PU3*m1Pe*e;=dEOK&H+Wyz0C^ge>D{{X{v#otxjXzOnpuFZD4)m_=R
zQClc%w*7BWS8u1%*GkLgnWJvsrmi~w09w-j0BJQHnKks<g3sm`rnY|-k4OHS^%tvO
zP4wK<<v*rfe%&*=qnfrP>8o~})a+UA^_pe0xc${g)jrJ?{kxThn&D<<jQ;=-`mf;k
z0_%;{FRmVu{Y7eSTJxscZoTt+nH;L*mo@cW4YSlGFD$i&q0$fP9$j4T*4w6~x4T(q
zuVTH&19sMvZhh*tRZ>gMCb7DD`<bchn1sCMBJ}j^qxe$Z!W2=1KEZx+VoBvR8^#%*
zl}o9Yc4=+ZxmHN4DpE^<EA^vQB`FC?g6O}d4H6UqstQy=AwQISct@}wi=V4&$2ff>
z`fufrDY*&H&rbZ0(U%=ZO{o~ZBCg5EUTj_HE107G(&=qKOGMU^uB=wCcJr!ik5E>-
zQik;nZP|-G6;(CDwXd5=fCfR&z&R3PU=H9$0NObF1pIR~_OR!tqdr4ddOy>eHvRZj
zXssz}y=d-n`+CB~sc1Qor*7`(Ixb&bD7l$=dzck$vqIwxX==;1ld#lZZa16tCBf>$
zrD-nJ{wn?#bw7ozC1<EN{{Ry=^{4RnG+vpv@=}LJSvAGZx}x=Qx?SnDrEL{<j#IRD
ztwU#_R-L$64yvFwN}6O|)SHz(btNsMQ0;p$I^36L9GYtlnOAc=HMfSz7bo#f@#(;o
zB5kJ%UPSr}yK`(ht*K_xYIYEquBU0xHq&&c)>o>E1PW5$MuLEWLSx$xMqi6hA#UEA
zId{qqa()nZj%)HCmAXl-EpX>1j^(u<H?38-PFdL1T>hiGY3t`LYVB5Ay}p^NcA~r7
znC4nnqpI&?_#L{6&1I&lS6)8}KSw@`{{RtxR$jOHx6Nx+s>$j5OSgJPhve0L=90x%
zMQY|neRi7B+JfJyTBy_2_6m(O1uAswEFq?-ul4pjZEa2E<R#a9uJqIRrh0_*vFR_=
zH=`{TX660YmYn{izO!+@-K~{X8qY@D@Am6`j_+5dZj{#_;8nK!m7b2KlB$aRW4pSS
z>KLuFU9BdW#%nv7&Tqu8&=vFW%+cPIxg+T_T5{La;n1A3v~w4m)D*g7OzGQ}z0tK6
zH}y8NZ&KPdz2jVKKkc1!7wh_|HC>*C%T>nVO-f$4`wiU~<0h~f`6n?pFo`MY6=QSE
zN+S}I#GRZ>tfJj+W@{9FUUFduRn^sO5iI7=*eYvgt)+RT#H(PfNl-#ciWGpFkw6d%
zK?(yq=TZncieHP@;#<i-Qe3>!K8(2s>Dx*2ua};fIiFo%(0s(xH>6azt9fCgo7P%)
zN?7RacIt<zt(I!)d&RF)T&QnXJzsJ<rjDZO)!x-vUwWae@E>4j7zFqIzfF(+K*Z-C
zfBcC14-+Jfv%q8ZF&+G54g47x#>9iid&01}TpmdhQi0CtDqD(EuDbHvdDU&a>Xz!<
zU0ragWjk9bDj^^W2-~e?YT7y23IG5APzwQ&ppCaeXl+@{-DRfvf1zyEI*(av3&j?n
z(>5A67;duhdAPb5p|?_+x2fsXQ&jqr%L#GxdycIwq?M^D<LR$U{vQbZ6m?Ia-(Oy%
z^?sJs^taArSu~HRA5XXI9X-~oMCp!aa^F|b>NnW6qOx_3^GVt&D|LO2&09}ysi)K$
zcHCN_y4F$#hZlYXUxpr<^)$w~^?%O2VXQej%P&t_%Szt)bIlzosH|3IYPI%}sQx*r
zEV_j^dK-ejgIg%7wDoJNwwp!VKUl>$u0t0ZM(TT&`0MiL(8oDB0e|&{pgnb7y-V|B
zPPxln70a$$j%xDu_iEDGXH#5SVRiJDEkCBM_nVrHn%wP8+WB{8qWg4ef`|K0sB14C
z#m1wjV>s$(vF7_Y!|sU+DoYwHNiFi@v*<*-GDc@*Ot1=OLfmjEx0q8(QQJaPgSc(7
zmelb`Dim9LOG<2&3aen<cNCzp2P;-Q%KUDg<o^Jv&r+JR);FU*TI<`dr_1i0(=YR5
zo`}%;w$IA@w>GY|FVHy4TB7+)Pi9^2y%hA;_0hJvdfS!yiu-S*YPPP$b!Ok;<)2Vq
z><=cQ&vdP}xGHF?6q;Ivp@*NgzA9)}RZS+EtWv%Mtv6EBt)*phf)=2DhA!71#47Fh
z3u)&oFI<tW{5`GrO6xoH^>h_SoR;ggx199u>DnqcE!4JutE79L6*ctVTUG8ZhT4Xi
zu1)62LYt-k0Owt{+-umZa*<C`8ilrnJcrXsRP7+AcBYWN(%M>-hN@UKC}H-WX{wf&
z)Y_eG!`M4Csz^T|R?F>SQ?nRTDn!SnI;Ldy5`j8PGU#S-0(;q3+6^#{?I<M_F{Jg>
z7DWou7DmWOs;+iGC)M0_y@o^R2k`a$ce%mo-rrTq4^>WGJwp0rskUkdZhAtx(`~);
z4&zmGa+NmiCu`LATa}@jJru=5_e;z6YWkB$O<7fOsis9rE9&fbZ!5iX^MjGx`Smx<
zE^K;m<y-uc<nF6)O*y5xS5n;osnQNww8f&yenmxPzNW68;=MztZI?}4mwu(uZEH}s
zU}0vG&rCS<kJJ}4KMg)vbARyW=C9$qqIDNBwTCY2t91{kURd7r#<{uD>dkMYYBU8-
zi_`TMePvBcc+_oby2?#rbpWzgTr8D(a<<;hDyi?tzfd*CABpcdd7<m;)^8~5wI8PI
z$E5vTt@NKO`9-2RZK_zSwp(1c+$$-q+AC4qTYkr8thTvVQ>a+9*YsKxyJn5D=^;%^
zP-&Z_R~d#PO{`fMl&%Xgg(ne_om}dsW)UK$S1UEKSFlk~>#v3b$eu-1iFG6u1Ugc3
zSy4v9oJz_Roth1+6pB&GSPIi*(%|X@cW2XI;w|WlkspCaKD{F=QR?fTtDb#P^IG43
z(bSqQ^Gjs3KYhL1H1?6Y4Odj-dP=U+?ukVe%CUBLm8u`P(%&eq_GD90TJJY5Bm5}6
z68;^0<MipTy-s@T=MJFd!yK;XJ;zT`Y3g*=uTE=C7i`d4Yg1m@siC)7uD8qm;?GlZ
zcI5pYk9n)DgH1JcxL@rTT0731xoPh$y>9v-=Vzb}aZvI%pN?pQuB-G#mzWJTp*33?
zw%Jc&zuhm^ng;F_NTs2E+jdj>cDeQ1>!|7KlW%(4aY|gFxlz3Dt-PG)PpTio^YEzG
zIuo2fht8e8`hNAFZ@*l*bLvk~Ydt4w)N8o&M?h%`%^h(XX*Qivf4k|5EjF4<_LHNz
zQt6Xjajm{r+BE`&s_8>dp@_>ioHcG>7?Y}hw3xdSNtkC5kd}SsT~PFd;qJ^fmfTA+
z$swkamu3rS04YT^83mOoA=D;}wonpKq6IQ50M?|Nn-2;{(O0SuU7YmfU!#31>hJL9
zbJO;q{62YW%PVf5vDNbe->N8eU0e3M@a6r9njJG=Y|$5;Gi+7j+h@|YYCTH(x}NcQ
z)Qs0w&^)`Px}J;T8<pIy=V#)L>ye!aqTkZgyzBKnuXV<$cE4EPZd4jtisZ$MQF9Yl
z-S3yS?f2W_sOW6AE9K4Q)7vjMyMv4-o}QBBa;j;k{mJ|)eI9-xpNX%e%U2-pzM(DL
zz5F$-`jX+N^^TvTwCQU;t+`xurPAA|o3QD&k;~hoTAeog{cWdPIds%FB$VIntQT(V
zU1=@PvE{d@??ybt^!xaUb0?60ht0#BT;9~2iM(1VG}fl&?LBR0G-x$Nn$<~S)^DU~
z8hSd$>sZ#5`jU~>Ewn5(O-%RjvWlu?eN|r_*{MuF1a}_8C8n_C<1M0ivxx@Xbu7xZ
zq$XGAsfDG6-kwCuz3kEv-KA)=YDloj-L<8s6qWZ%AZ*lKKn<YSsUb8LCb!NwYu0z+
zrRw|8o~zY1K6mn`QJp2FtL+x$bE`^e-B)wucBQDku$r4vw1+XSntsVac1!I##XVgm
zRV}LVXS%wZHSW`HxG9F}IR5~YKD#|q@*k7j#^eVpd8u&IJfG&(n)9dmi=kMwY3jRP
ztF>w-jSc#m=KXD{`=f}v*_^G@_01-^wwGhM+-OkR1#7EUWcl~_uzKg`7p0dy4RiZZ
zon4}A*GnZ$-t)}cZl%2Q+3VJu)B{q}9Z|0}HSz29&Z(=S-C#9+qN%H=v@MHL9Ya)f
zi)YKq8akVWZ5;&@VcNRdnrb>`i;c7HR8=~LSZKKOjkMTXi%Lt5xZ7=obt!2`CywWb
zvpY8+8|@sv82imW6ooLJ{#Eoc8&ea#+vp*Ol;+!kuvQtOb{tl5w^2w{TPgsJY@uAm
zMq`bux;^9kGk+7WPX2`bD|6pUQgWx5l^(UV`n4silDzBCmMtfEUXP~LR=Z7=bal54
zQ+}hkX~9nA7^|T=I>COrUSEE;iP!Yv-Dc@m=EpK_zP4z&u~F)Cn0DTDXwGqS2UK5g
zv|P!!STFi3U0n4Q;-04Ca=mGqwb9#kA{=Idy~b#@6_|hFGKDPL=x%iF(z454#pXZY
z@y-rU{vDQ&#0!`jplRh)-mEs)xeI>Kx}M*w9H+l(1yfO7T)kA(TG~yqI&Db4T!jq{
zTByF7<3{a$HB}XGw)Vq9{{WPM>H?dXS}U3S=k)&o$sTiRE?si6vz6LytCgqtRZD{R
zRbZ^XYf9Z?aHiDyy&93>ry8P7GHw+%cj)y7q*AG=t81z&D>yK;_xOe**|`=m)y&OJ
z%VNfAbxf(J<=SN}$;ql^r8nrVsO>qhuSQKf#Fq&n8nq-L4y{dugsHF-QAHc5fJd!C
zW0|E5Bf)fYS6%8IV4L=~*Lt%2yZ!4<RclJy&Hm|ge^Ik%r>3*C{-QN?FB|Lh_9Q!Q
z_wJum^VF_B%d2%Sych3}t?$Fj($_S-7U)k{zlG(l@2`1#%Sw)5GwVBC-u1Qp)acD`
zr!;Rb^%c&_<%gMeS}kpIT|2slqOOYTq%L>eCtFWn^$T*THMX0*Pl24w)pdOA=T9(o
z&4WfaVXfxhGxc7qvhwpvi>2j@HCDaVRrh;#jMHhUHFuk{Hs`L)*)0jEH5WS6GfW*X
zRye-DP(3YZ{{Y4Y&~>+<k54*hnYwTLXQnH)M!)p$cc#)BMS6=)>gQR~^_qiHBVD;@
ze$#ENX0?_Vd9J+Jtq8Z<lDBGrU?u)T7-{Cl8$B&QErh)yp!Cd~+}dUE=j4=xH8h!|
zv_A@|M5#WA?$Tx1e5FopAcUL|L$;EYFKAE{rmG6AQ%dEvPgq=$P$`^XExwBV9o|0-
zXMI}H`les|>?y8QR5c!&DJm>AOQ&jwTvqAyyL7Xvglc<Y?s{V0=AxmmMc(0PtW8zD
z=G>&NuX9RT{MF^Yy5`R;HG*roQLVM#EVb2pHw_xQu87r_-3O?gqSQn9J>yMQUF`Q8
zJ#$v;x*Rs^#k#Jksv4FG>Fy0Fkm3)uUxgpy1<D`7k5+oW<+rMDPg=uQ^CM8SIb}^x
zXS3)E%g--0o|v!HIxCo3TT`8ROJ3EYo{fvG>W1jMeV19%Tq|wQSu3>N%F%IttaT6Y
ztgiGEZS@UutNcS6udC$4x>+{6EfofzzG`xHy~9x1jjH8YX41Bs#;mNMwo}tpDzS|}
zNmo%)!^@zlwq0oI-=c8b%;c+h`sSFO#bn!YGjatjvohr5yxT!$MoL|#+YYrVLQsO^
zjxFNiww9fn(h#oaWk^cRQnBj|f|4k;saC41S|=)Tj>2Al0^h`juhZu@ePwgL)28$e
zoX|Q_?ad8WLCpPec+|Y))!J6iO<i!*+M?TJ(iTm2U2@TAx4(P1D_rU=DOCNbD7e!q
zrkCDzpBWyr>U%RyT%WYxtxPE>TQ%-b*U+-0yX}-Is--l_3RYHvl9vcQNFhd22hu0w
z0r>G$dfd?0Urv0Hrq$Y4mRf&U)-ca8ZP)7SJs&)|e_f<(_NVDJ$1d(xD`WNtKaZV7
zaAMxNi<;@F-n6kvTFR*|H8;+J`my{>G{>m_074#^{SsI`JZX+zGwHJFqv~mStlfX{
zZCkDBbiXez`aZ2yigJ~wwE5LHO-E6vwMC_h`@OQ|b+y^+ZT|qksVG>n({1os&eW-y
zXK`FLf$6i9Qw;ZVpEP0NfKazvT*SiW99z2}G?j-?6r$o8C@m(smI8=rY9T2Gst4Cq
zfdCJp1x@la;~r*EYt2DM5|<xlxwOaStZa3Jjp63KrwWLeTdQ1m3IHdMQoTg}D0+X?
z$D^-LevofonE6l3X1NwQd=<^jElcj|&1Q5DF0VYk3cV$}TNM<F)nCRxwHlbFwz+kB
zf`XE%E9ypcPgTqOG~D!G={0_tD|Iv8v#Dt8c7Ig#*E>eIwAq8yS}n@E<-*Wwm0Qc}
zn-1%1pYUsa=T2Roy51->@@}=Zt2I4qX{z%12vXD=Z3<h9Jt#^O)TJpzqy(pOqM{%S
zk|W9EnQ0QZxR#uLMroHMCm&R*XAtbOsCA_-U(yoNTmi;jKr3NRg(YpNE(9czO*2$g
zAwY#BZETu?4Gk-y1PXzX5zB69%{6xg%N^MaxJ3I2c@>SMb_JEK6>a!F>xxhvD(E>2
z*!g>B)cn5H6k5K=s&1Nk{byV2vtD$i(&J>kQ8`e<l&?QeccEP+!hyxoy!#6JC(z>C
zd1)`DwK&_KLmGF|za#0t$@Zn^^>3zYIyu(XvZZOyQVP?}uKMk^tDftyDv34fQLhcs
zD7DL~y28qIT4)^%v#M$}>MHqo$Ik|*)(qJX($R*h?n?a1ZE7lFnF`1?1qw+nE`PgW
zDnh~mbxT4^VcUk{Y~sTaN*P)cA&E`lPNmY?!^@Tp?YNMIEC$>TfDq=(f`lyzsHtcu
z*{S+SO2sQ+tcNlCBi(OBe})G)KN5~odXV*f%r8-|=}JCc+;uH2Zm`#u+m|)9cQUo+
zm(f%j<59J#Z&!VDVY*ppXe@VqHT7D$?Nfhs=Pso**6P7*u1kM7w_5tEm32i;W9q0`
zacDxOP?no<K?!f91fj4bgdlXvinmcbc27onuja0f(OSEf+IyJX&(U1J<`Z7VztI{q
zUutVEjMoi&3Z&`P+D_SZx7qarNu^q;f-dy85|$LE(vsSPd~xkAnbKOqrHVTRP-^R5
z`)pFurl;6j^_4DrO}6Dd#FCUL)ujt{qSHtuI8;-W<s~mZ#LghOsm5KAaclq)LGHeM
z*(lVq7#MuJOzgOYxSv_&IJzpTQAz?pY#}P{(osnX2}uf}+a%X$lWGkq?W}TVp}uSK
z2a;Z@c}>jURD7wg=WihN?QW-MnH;gUGeJ{dsVzE#L+X7oM7mlVwbI3Fy1QY$-fdcx
zS*|ymUB2|2LA2J_Qqxwr@;f#7mwqK0qt_<7s?&NZf$m&-Pty0R1?!SNpWD-#b52@0
zQthWoFHGD8s*g<8S6dME`BgR7Te+Zej@I>cQF4aOY*K1hTd(@${3<<9`T(cp6?Zw^
z<@Ms-&dVj@_o3@_9;kZmmHz-{?b<fssO^_pd!??&S3_{JopocQc|nScZEaYtHk*yY
zl9{Tyj*#hYN^^@`wR3+&a<7=0&6_i7dhYI$(VBx&wQXeyON)NJc3KM5Qd5KwuYL6)
zn4i!2Ol_KH2E=A1yF}aV&4f#;T2^P$Hssq%CL9ZOmej80xvuwZhb9sd@j^=qR=_EN
zD@ZL6Me0R8V_`r}WK!T8Ua{!EHva$yk5@dB^ckgp5gmDW<h36qHI0Lm`nJWUDK+)R
zr<#>oSDh5PcCSNU5vQEe)cSIvH7L~<&*D}}9bs9jEsZAQUsYjEuGwE+$CH4-5u6{l
zk~6*|X#IHQYmYs-;dJHr<sILgyw<sLskPY%<%PqTdb+ol$X=KgE$Ol}T}9o^I)!QE
z)>b0QwA&`qnyQr0eK>vKz9<KC+6VXpj?o~TpRhY|$jTyh33yJv%j#6Z)WKnuG7&CP
zjfR$$EyAY~py4apqJokr2rzJ<k=>-EY@`sSZ4$4>HK3q63R`?V@<2Ox-^oAeCvEly
z4)f+aVC-=i$;5Y<F~oYL?lNKyK!dP|IFHzzb`L$t%=U>Vf3QAD+oa}ajoe`X?Gd)-
zBO^HSKHr;ska%G2_Kci%5wYGo;CS!Ee)yaWNd|vW7?}jfGaK;1#^Q7K`N5Dx&HyH7
z#!!Y#V;!@&%yxr4vS(@EfF9;f34l&BkJOMew4BcTAaW-^5#9t~!SRX6jq$-gf2cj@
zwm+M0uK*c=!Vvo&;77*u*pB_+34mw62h0p@v6z{_5PnV|LCKCIJH(Tb12eyF`(XAU
z#&~$d?sMXII0in(I}@~ZaD+J#jr(Kg_3aUv!SZF|bN9i-oXLYD;}a2#5LDx7naaDw
zoJ5h62jr88$~l63=V9|E37z2hBkW2L_9O!)Ja4%JIoJUk9kT=(WSQ;0`38JIpZsJK
zk>hS7JIId4KVO1CJ79sZoQ@AT9pe$VeX~9Y?f{A54!1*-21zqNr|-9U@r|T#VB~kk
zN1P3$4*vich~8A=wj%>O0h~w7nLay6GZ8)H=10uNdmjC^;Rs-z$e#ZIea!C@h}#hz
zqldKodGI1L9wQxzljKC_vHt)AGBG)m@#K?%vl9_Mb~}OGc_t%2)+8Yk>_IS2a6ZOx
zJcAn(!MtK400}#t=VRPwwoHf|M1Im^V;x2?M_?q3%;)XFB1~;F_l)-Y_n95UaEaGd
z`}x)xCppG{Uf-}8#O)+W;m8r+awb3~3~#ad&thbpNBtvsh#83@1PzY+9|B*F^W+nb
z$1{?4fq-O;#|XW3(1s&#=_FwHi5;^UK5|Lnlbp!=5+`Hu4`Cb3<G6_b0G%0veq@*j
zY)IUkZejsE6OZaYq#eZO4n*W{o)Ck~9>ySez>)!(8SS`%k;5`FVlj{;_y%G>rr$9r
zfFKC_&tbMqj`Cx1*l_0u5}^Yb#2E)OA0(gO2|@`QeqrCl2!IUjBpA+5@4!hrK!Rd?
zjNnKIK1SqYeir8w`WVi_Oq@i686-z>!`o^513%`@=N*re5!)Og4<<H^@FEG2a3?#F
zxcJPF$R1!AjCjBkjljm{Gl42*BQkTGZan-QyA#~-NXBAuDTv$8VVLc|ju7jwY&=Xz
z&i?=#;vnZ^+>tR5A;#mhZck$p2;9cN&LHEz5t5zGaS{n0378)vzu$fw$Ijipdq<J9
zkS7vz!Y5qv@!{{RGyZTg1fQ7sJ5D1J5rRO+2>HZGgZ^w{WWe9`Gw~yXaC5%d#?l~p
zjL&VrgTX&N@dNx1aB&!p#7R6N!v<vRB;c9PgyLhd?IKK!jmJgl!+yDf`Va8xB_Zmy
zL?zSJEz<*xyg@EN!%1F2QaZJII!cQArYR|#E<aN0T4@6$sb(bjN<^tjm`YMqqtiTd
zRpO?fLTRQgluJRnRwYUI0RHg4w1m~yD<H#S8>a?fhLib&YKTrlQ<ult(aI<qoP`Pc
zykl497NZrlLd!&;nk#z3YD;)+>ZA^kfztrDOqoCf9`Cqv5R=CmPBISu0r(qdeCOkF
z90f&0sH#+@bxFx4O1h^Lo&NyNoS6`KQ=aE@p0B>!p8hZnaf=X|oWAN(l<Q6LGn2S8
zyb%HqW4Qq2jn9LQ3{HFJ<WJrp!Q9648y*qdc#n?w?K6>?k0wZvVn77vW4!O*Y45*j
zm^>nTHTPym*M2ba2H5`qQTQb18Q-=sFFA<>h#kZeALHM--0>WP9zIFzNHYc}7~e8r
znBWFvPGIf~6Wsmr*o+MKJR-xNu^AhF<cZ1c2OYR#Oqmh9$-$iM1E_tD*xopf`w)Mo
zGaJO<Za2a2!8yo3b211K+aPz?>;T?)MC;F?_XwI)pg~HMl?8PrNh*+_dV-Qc!3GF{
zjmALZI>x5GvfHfx01>EphtL{vs-+5`rjyhC*jxQ>w1`ST_7>XG6ZsSs2aE*CKREB)
z<FK4!BfLf<fD@VRfu8a*KK^m{$dovE`4Jm3uU5LHIBT@^2U?nKmRD?Bmc+196V*}d
zH`a=WmIvocjv)$A9RZ~ksa3y+>5AC;JI!Uaz>otMid3yGI6_K@tD!#AEy+|DTA1ku
z6(H(fJ|};WNBX}};ztf*N8IKF91)Bi{1Grb08w{)I`NI2?J0LdZd6i=TeUJKYHd|a
z);6U|&q!$sO-hyh+RO$?fFub3;2)={rgXDZ!_>~F`I@L@Y`Tz45>Vnok|Yr)>^p%?
zw_Ih!y3*8#5=lditf5K45|yNd3{GZ9FbKyP*0oLTwv|r(VXmiIy4|O_G~IF@Kb%9W
zs6y%rf4o!x@DfHqju4C#fdjw#BuK%@kq`z*+Bb;=nUGE-PsonZ5gCZ%Yfa-%*7X~v
zpG7l{AI(!^sa+qoB}9hkUoO&2DLExLLIIiKe+SdmrN7~Ng%r-XaZ7urT^VUIf&Jxs
z0qR0QQm_C$C?-fE5RF<+{{R9$N1xn+WZ-WyWEq^8+HvQ|_|6PWlY^Y=`fBjYXmz?&
z)>FReYMtwQ%~pzsIuhc84KTI7xIycJ(nv~Ht&milD~-6zifz<5hZ1^LhZ0bvkR}$D
zq!gHg2P9`>lsfD7`NT2c#6}5-2Rj)c3C=#*05U-bwsA8UG6as}Y-Gm!aS(S07>u2S
zfIyQQ4-@iZFa0BPoF9zNb_Pj^@xmQv%dgsDjK~M%$CJDt@R{xiA~<uBdw7H9B1rz3
zIXm$ap4l1PMoi}<MnTw29frW%cRwfhBY&RYU~XWPPlw&-&+myzfF=&vCu7=1<nICw
ze)32ksQ&=fPwf*DOn_kRw-N2M2_#ATe9u<!0S0H}@b?f5>^zS$e93@(WbL{s`nYS?
zJfcA76SiVb03;u@gY)0SpW)xW#P<DrWEsrI3P9VpX##xy+3-7d!Jg3`4E|x94#0Sh
z(Xaq;iPyTFWu0N;c-!JW<n8n4B#!DlGJKFTxy~f)e)0&J+H)g_4$+ME>WS(DAb}<X
zcamhpaO6nZNfWeeAdT~nK0f6auDNwcmIrA+&`jiKeB{87p1_$K00;e^2r)R2e8vY6
zA17?Y9k(zxnLU-hM(2kjXJBMO1M>IZ=N;!K#BhW;6Ehgt{{Y`Tgvb(cwD80j?Tl>z
zgSjKPgYz-Gjv@+TB>v|o37@_)N9h314|xU;oK7G>@(#nk{ig^+2XEJ6U}rt1BX}|(
z@54BOIFbITkv-!lz5wmS1V%AA?caYt5xC!mWPFI;0RTqCk-kji_Bc7=2x1Ng-{b;J
znD2~vFd_iy0!Ww#u!EBm-}TNjp5$bpVn7B7f#Lz3iQ5r~iNxTR3GFa3n8fA`m?Y1L
z#{Lm6?e>1(WI4_vCV#>toPbOTIGN#X-1d+o85!C^83#B!$90Ludwh(J)As#H_&hlW
z1IGJ(!S9TZ=>+VH6Um?7%;&WB+yF2^$&x_qH!i6~Hkqe$Kk?eCs<nchq0gjDOu#MD
zAwYwWuA!1i>$ls!(}F}sNHL9s@AeQoRb!?!R$EmnkPzb*`bOMDKo15`Uc`bW-nA+-
zlibG$of~U!uc{c)d8Jg8+ijFY4yUVJstP#)G>j>g4UXou5#Jaw#|h8)#tHl4GIuk!
zAa>)DxuaC4Zr1u<pixgi9^O=!Y9Dng1Oi}|>DXQ(LWhyZ8ObsS-?`2rN!l@;vD{;X
zHTQD28{b}wJ-{2}N0~pE=jXWiJ8%uhU_@`W-Q&M(=42302ua)Q2>1hRjmGCV@dtp%
z?Erb-{A0ET_>w?F>-)HM;T`1CU-+u&pZy1{zxqw4;Na3<_^Roj{RgbS`c0<b;UBR5
zoBseea1Y{KEB-}@>MpO7s`W>I{5Wrau({OtjmF*k_upQh+#eC#<G<!4pCUg|#(!7m
zR_cF0+AH7gE>$3AKG@H4NS-y*IodqLACCRNm^<&<O>gKnGOAOh&69iAGp&K9xku!$
zYH!+Z(Ek7);@-?b^VU|Wp`{_uV~w&PjP4)-_n&|Pm^=jjU}R1JF__%reEdNmZ3l!2
z&SpUK;x{?ls0e|%5@Usd0t|Ks01uB6AdCs_ILfCXYYX@%EWO|w@{R;+r6@eWwa102
zUDdox$e)Z6`xwNZnK&J@!kys3#=-_a(t8|kLHR`fk|g}b=kzn5=qH0G0&_Ei`gh2f
zA9;u(3<t|zRZf@I=A!$_iZZVH9Zje_PnAt{H-MaPxe!607|eDa4t9|oGY2Of$um1l
zkZ?Z3`tcbbG5rA<&e4o)V93EZ1Q?yh-TUCkC&uD(41f;`jH*UP)YoRYZl@E!BMN<7
zZ%?aVIA?SH3<3Q-et_T~BY+W-N5RZyCx7J_@8iA%DHt=qY?H8z5An=Gu`|Kd`X1gh
zAP>LZOy?v|3hx`Us5St5K=Aj@6s;-3;)ku&$mI?{U8WDj?Yxfr2;OnRk=%aqpMgK=
z5PnAp;0fQh+fGQv(SmS3+$?}(=6>RF=07Z$Fbr?laXq)7-)yO`FLi`Gec$T!ZSf#-
zd=dnR^Wt(ukbGo;yd#1>`{3d>I1vDz<iyV0DI{d{%;fLC_zklJ9k<FP8OS}x!vyUo
zJ8!WQ--<8Gjzj3?O?1xIwWw(plr<c!;60S#P0;c;I2eK8eE$G8FbD@8cL9^OKrlDR
ziOzpforoKV#AFhCfSBCDiH!F#`(%x>ZbsO~(=omWVK@W7#ze0X@X*qf&e!(CowD7X
zyh+l$IT#E`GuVt`2ao_ei9gmxICz<ij~MC3CSx0%q>RR5IFEQa$e2#!up@8jAjC{y
z?Vi#HW7>9+-!q>%#|~UA#OLk!LY!-+nx6re1Mdbz?YGWJIPN^gNSOjW<AssbXA$4I
z+hZpic9<L>WFHtOw&r`m9tUm7-gq`UpE4sOCvN+1k=*d{>py;;_-oZP&yMH@BuRr1
zF}@-W=fsQ%2Lpm|du@-}Am&N)8OhiV5Ibap1F*myj7i=H^)n!Fy0;JxPQx4LBpDOh
z1b{wxXS=F-8(i8HHum3^l%{;L;$lF=XCw0O=12nvXy0sj&j^^2w_`G7=60X!AQOYR
z;SbQ~{^CwYc^d;UhyW&Y5_X&!ozKsi`0jJVUFXjJImEqp?>844Ind@uRIOi}<|c8z
z2+xxT=k<_cP9)FVVmn4N;A6~2cyr*##P`8D+(7U@Fdc;OhT}1`4%h@v;vkXa4;{Ey
zBg>tsOzJfE*3oJAaLacp{6K>+d;HEf$&v@aGq8yOnc;!lM|p#gFbv7W_5fs=?ZO8U
zI3{KycazcxjFH%kjP7{JTkN-6p#p}9_rX0r=s`mXQ85aAeJv(4g(_hr!65M=?8x7V
z$XAwB)MXgykYlmlL;@gY2^&fBRe)oF1t~!xDpHg}QU>ZLWTbbMKms?w@5a__)@xy#
z-Q5m8gDSRKkZN5g1fj~(MKcO1gsTczD*USas*zfux+JN+KWe45rAZ^}9O|sNs{~44
ze3Ud*D_2SoQj^otLO=xy4!kn*5p7GRE-ttA6{U+kBqk~@u6-g_4&kQMlIyA>Izn6g
z<w@yq1%fWU%_(aGrMj&{RG;QkiuxO3R**7;r7Ed)GD-ZzA;g5_btv(zRaaHkyYE(2
zKUD7BZ@S}(NKrD8?kQa<fFU3yAbwPUAPZcB*n=I&8_3vwh9_W5ach+{<<@ofWk`8e
z-tqNYjU!^M)fZ}}l}gL4+o(_SQBX9BW|D~kDN>LFuHh*PD|JC#IYg;buM!UVkbCds
z=k$X;<Urv_1I_>wfMjIn;y?p#;xWRXu#q`C$=@0817j0A4kdhf`=P{&+)~%QIypm-
z4t9}=+wG6B-y6nwJQ+RXZR5O0&ySKe;vz`QWDnE~z!CG4u-t9HVO!&A+(`YP{1XRh
z?I^ux*IeR6naAtCd}jhqaqwis@QK_AC&zEJ0wM%_9F6CQk|bwi-ar}JB5?z_6Y)Gb
zA_s9W4|$B3-?*Qd^9YB))5CS|TUM3b#EZCy$izm`Fa-R@<7l1ZWMTo_4$;`+Hv)G*
z9iR>t(GeNW0=CE}J5JF!+Y`YtGrqvgMEu|xlLsbqw+MB9tLIo^asZzMz%c}3H;^}z
zu-H!rc+c{{?Kqu}n2!Pk$T7kMNXebz4*9{5PksB$fiifB#BDvcAOStQ@4j~vyzqv%
z=S=daxaF4mRwN8|!1IHHj_2dIY=10;u{nt|k=kS&Z=B;8@xupb5fDrqcAt~E5xz0t
z#&BfJ$)EA?2mna^2s`kHT(aOtUQ&=|e*XXfPsDCc;2qDC!ZF`-IG?sg;Ekdq5+}-$
zx$P&;B+Q992e*9Bo(bw3#wKDh06^{X1ZHEglqffD-(5U(6|amFjALz&e8DnC3?BH2
zpC`x%I6L<p=dc8rGC`Th;NJpg?Z3xt&hsQkX#gn1Z<E+#IVC3>3~$)yx-2|*#1n&q
zxD$w(7>st4)N>>{<4X=S;+u6QQsZh;92<!W5TUjpjn5F1xFmdTF)(9%c9Y<NvEfXK
zf+Pr#d&YA=9g1>K2$cGVD}7o=A=$ZsUq({R&>H$+VJ`rb)wVw|1gyedj7L}t=>{C{
z$0jpZVbwIHBk8N!iB&tJrS?hb%8;TRX+sC85GQ331CF?MoCzRA$<8tkdr6Xa#vt)o
zikInLL)7m$!^kp+8d{rLNFd=!J3s`3`BX^+V~0bAQDc)YT)c4|brx5;(UbI53LfW7
z3^eh=_Ar+UPgD+~MtIVqo}!J_Q`Iu#4<bU4;uM90)Mipg=1j~eeqRbQc;s6*F)ElS
zX7bRfXmqFR8R<<zKa@*|l(ys!qN1LK6M_!MeVsk4DJE&F&<EzvMO8T<M`XUrk{8%?
zPJcE>2uEH10Prv%!2o0roJ@WG7EgGbeuICUM9;v0VDZUUo?cY67X6*?scdyC>0c>J
z<N1$EZa{6w5RjDy)Mp3J9aK}lO6u6DWy*JuNKzh3kf2gX%1j=TK>)!?nH!!F2i4(W
z;pIUTzw!Wi@=RmKa(3>cz$D|jGG`e1AjIRb2QwJqOl|l701*Z@fCQ7^jKuI09lQSU
zK6b}{f-#N}dh6fSiQgY#F(+a-Cx7|UWam5`jz}gC<s&osM)=$M{rFS+<W4gi?skaJ
z#%BPbn3?cqM)8jZa%1ETgoGkMorD2_<j5UE$dBK0G6|A?et&J}U^l>l1IEHQ1WXL<
zWJG{=@gsjdgm7nk8J_ZfGBG0{K-^#vvM24zBxhmXN9%$-_6Hr#;tvtXJBdFe9n8!F
z6V)5Xa8Cs1Cvp#gf@8@Og9jU)`~dIwfjy^a8y@j7h!_R}EC+cci3ULf=WXZu!0rTa
z_xnbEcNl}6z&o67OcH<tvH9!_&ttS?Pvsluw+L?o8yrC$Q!$AV^S(16M+ifaka5~D
zP9$P53ED6QNZ)|`%nXB)H^KX!{f<b<93pX??T+7?GC=v;JDr9H0XxP=c)<J4M3Xq4
z&}8F;I_s}EV`&)^5C&jJpCAHYXCV0j8H}9dWAyuD5;n(ZCgzTYuD#&J9W#{<{{YNs
z1yC|&YA}={22`Q}7?~z{BG=30Hjz<%s!M1{lT5>jKuk>g^-BDy&p{!u0PeFA5a>r5
zQ`5gx>ugf8?L*2TDQ%|IwWyeg0$@o<B*b?hamaR#Uevl1QF(k(vJ=*6no>)}AS9o8
z(o1ZPkf5%gaY!Ob5j<vUHBOn+tty_&O4Uo?6rZL*Lq$XpFI6g5=mjIFC*0m-cH`T|
zsJmWDkx@{lX{5y^JhsRHs1C4`)ae0GqOz$1a0U@RuO2ygWgLk1q0+isDw@?y-Bn6K
z3ROQ!fmoE1{bJ;}LX(uXRx=?u<3qb^8_m=ywLEDlOoL5GRM;TL<#pbo>i+;Rk_k#q
zPfkx7rcOM>?mGj%{{U|1{N4C6H_wPaV~NK2!R@%75n@xB{mJe;Kn8b+$@l<pY<}Md
ze~rL6f+G=vJ1l4JPv|}biSdZZ;S-!~u)sac4Zm|Hd+cQhmzeSU4?Bo~Bp4sflboZO
z*aIi@`;jEif@VAp5HaM;2<}ITAEv@TOmGa~_}FJ2OlR&!Qzi)5p%3Kujm-UzXd7Vm
zJDtMB;s@M$#BMT9L5=cv!9B!gKY0Rv2YJAb_~7sN?tXGN`<#+MoE%RGLy@$^34uGz
zfKK`NJ+qh`Dccwm0LPy={<zL~CnwGhbD56#F$O`}B6}E+a6UK0?=z3F84=n{6qF&!
z`*+<Zt85t^&&fFh24&0>JLhfUVm<+h7|4#tg(m_>d_W}q{1HEYusJ}CXW-{M{{W~-
z!GLj|5bLhI;zAGVJNcR15F&Qm4Ty~Jwtz-^Ny&^r%*UTNjgJd4_ny#1{;&YdN0Gz-
z0LYKtK^@~_KTZ&b^DraeK^?&&WKKqYF%YM>gCx#m{D{Z^b{=scaJKI`C-=Z3CM0&m
zey|tZeEIG>jPK_nAb<n}Bb9j?&nzmr*~$hv+HS*>FLOgcqnm=kP~9c;a=hxRP}lze
zz^Yz)ou)5e*+X~!6zbh<CcLmqh{qpSe~D-LI90bAtqsio0K)S@Q(rlCsVz)a-FbSx
zV^!*kmQ#Oii@lEZW7S%-Q{I@aus3gdu92r{uh*JasM)hsvwXZ%T-|xUj_^sI{qrZm
z&PEP4AY?%x<JSKGN1u)7;t%Mq&8GC1F1fUgam&3ONQ-Wl<##tJtF>l;v|3kKy4uTo
z6c+2Ip416t^^s3X8Pv?TXr*?oHkN3r-D0kju48go;^t(h@JYtd<f<QTVnS(8dL-j+
z08n-i;u;S&vGm<ZI|PQ@XoKEsvZhATA4w@y2wDK|5Ju{d2s(pYs3}rMmzwiL>V8@4
zjb+P?ZD_00+RvBzuTf~7U16?i#%pYvpGsZpELwumTFZz+*{ZhPXlm%{8d_4~9c5@(
z3P~JlvpY@zGGKPZ6CbcW#LP(K4sLTlRr9x++|K7dync?WTyt}nTGN^O&Z^%=-M)gO
zR%_iya@AUi`Wt&)O;FLlce~a(OGejIbj&FXHcC=B<KFw7&yYNL6aH)i*v@1gI|F^^
zcHepu9oSEJ5mJEW$lD1f<vUf`t?5d}fu&6=N}5+XX<Ayn2$o0N2M}fn?Vi#jx$(zn
zy%wKJ!_?0#Ki{wYum1ph5vkQb?wm9lZeQAv*Y+n;{{Un~2k>G1SJ?jEe`UqsP=Ch1
zgPV`A3doMF`8&ZsbG)9?N$uJsY&bUqAjgfcaVICR*qr0f7|b>43_izt^F8w}HQ!6G
zyM3<l3P*a&lvj51ds}U;hh<?Zp`{{&LJa|-28Q6%LNy0i?I*2D&r8+bs5!e?=)Ti?
zvHD`EzFQpSJ*!byYD<mUg3zruWH**xsn#R=P$~ZawLiyKZ>GM#a=B33O&twY=K88*
zc(3Z@ob8Mlh{=LxU>OH(repwkL<1S$IGyG@&uJKd0TZ_X&unip1d)sYcKOKjB+n9E
zpGRSa1CKlyWwv|ihYPQ}-61INA9R3Rd3!rfxIimeQi!R6H6+jql4vXiPC#z=M`-z9
z>s!@FCHW`JpH4ii=U%VTT#)Af0QQvgCzn=rTR(wnzwMTnq0xG%*P5GkMSDNm4JmB5
z*e<`r>nT3A+epnj-AP9sT!KNF8Bh>#W=~;&Cm`cH8Nvh~Fm{gQM#4k^80-wm%<<TN
zN}iaxqw6Q1x&zZ^CD^gl^Dmh$YD8(q^)1~t8yFf>N9ql8dwRa?rfNQwx_v*UZq*Hh
zQ@-s(?X^b3OL_Kz(^6!l5jQxbOUfXnb5qj+4YCv&Y^lkKmjFp$cG3w`juKLY=RpCq
zswU?2NU1kE0i{lZSnJG~IomP3gY)2>h!_G-$8!A(`sU|1;q%UWk3BgQ&XTFtcP?M*
zj$J<1v$MZ^v?kH1UbNg7Qkpg^t<H+d3&n=ZaA99k5b`NrqIo5nmkM~l)eolbW_m;C
zzc9Ty^M;z)N6d~{*4k(_BNl3^s_ROXd()PERcolWS5?qkAFZLRvfpjBl$D~1rYf3!
z57DjqM_8zLfaDpOK1M{u{DT4@ZP*;dM;nsGB#InMGm;b1=`=KPnTdCh7L&P1aSBS3
zMqq*=>mgMYN|Jm*2i_ywuf&`2pw+*K-zPNhDmC|}o>6k=Q|Yc?(QBICX=yaxPNlt9
zTWmGjVcTMDmwKAlboDL9-u1lKqO(wHy2eppw^|si`ZTTd_>2xQlecsG#Da4e+<7BD
z({nHJ7qEK7^ug$B&<3jIt&5db9#QKKT39)y>KVODZ?@m>`Ub?Cy|(;r3aFyD*{Lk8
z9ZhxSCFy#N>(A8c+XcS-dahMBH!FI-_?7Zw(dQyPMNw#<L>%mUpM0BtmpX3wS*=~V
zS+7W?*7es-MNfOv^!Hmb(A9Gk7V0Y<VO>qS&s4=t&Z3X#U!|p{yIgoY3(@ezwS%Jw
zcL^>oefA~Wb;;>a!!IQP_05W+T~lE})@4>gk^<5NQbcMwRn@|<zoSw>NvRnG>qBCE
zO)DOJi5TrWWRh}sG5((f@JzrF7@ST&S?#>QC+t8&;KzC2d=2JC@=Q($^TGx@ov|Q&
z{CFQD7@db_jVR<UR_Xm!t~rIGIeDY&*`vSf{adFrWsKKUshe24>Wjq{mfE|D!&M==
zF<o0uYF`x93u%Dkh-uQ0+PjhK%hCrieFF2zUY)%|z02)it{c(Xe_A=Ic~x<~*6GJ>
zx|Q3Ax1yT2QE9y;dZ?*j+nsLUn!7Cu7^p(gPKwHPH&pjP?bj=XqT@q$v{%;J?zXDh
zTa~iqZ>fHU<8H5_eHAoy^c9rOH&aPlM^e*u6tyfk)Aa8)+pR4wAqpFhFgdHt-fZe)
ztvRX84Q0&DV5F2ks`-VfF51^pRwUQfT*_`2%}G~uxm<dy>+334_4PF+PE@#(RD}eM
zqR}{KSaG-6Oo~{2GZN}(mz<bVnk+bnwy1<Ql)4s;l2%reUsjQQU6KepRRkK?0hp%!
z$4YUxq+Ypy3ZGGbhSl?wH*RcSIbn9J<_jZK>3d$5)HjRUmfG6|T@_7soz(7DSajnE
zyIY-hox0E9HFwJ!=~9iiQP!jv8qhs_{v#fuy?R->4PfW)ljZiFN2iS`U!!z8{Jpno
z>qQ-Hy6Z`&X)d=r%@y}rYTHw~hVY#$W;bh%ox4>nQZ1I&DXp|L^r}TiV7WQVk4?U(
z{S^9=^%?5h*9Nn=dZgsVhg@Ab7wPj=^E%N@OM6qtOEqbJ-D%X!+^<!3%bot_x-{t?
zUR3Fq38lByq&I4_)-_Snze}EwePw#Cvg=##r|wT*xv8Xib4vA2y}rLuX18g*FG)#f
zxZmGRZSzsxtrU*di%qVwu9nL~QD1tmTXgi6%T;Y<T@@uy1t#>Wk|wdoWtE8FFTE`0
zDD<-M*;d_~LPEU^%(zmf++o(3Q-Nwri>gv;X&Q<O`YnZQI04uPY|v2p)B^Ptr2zt(
zT>J6q3-Pz~N$F>mewH*hA$=`ru37VCx~^Pu-_>tBZ+b^bv#qOnH9>QyS1|5+LtE4R
zP1jT3UUHI~SlKl0w7Dlvw^2&%qMFkE^5a2qw(vLO)#%64CWx`}>(@7>UTj;hR{sD|
z+RB=bQ}WRlhHo{(_oyv;*IC@P<tr3)4JS+5+iu@x)72V!<xtCrt*Bw!MKw(-E)G(8
zXXrQ3Zom9XdDVF2Pa|B>`ZrtHIdy*KZR+!`uXXla6G5jm_3upS%7<zmvDkG*@#m_q
zTE5F~q@}fK>bL#cw%@5sHs&kqX*#pc9z*NyOmj1tJgn7i&{yi-R`Ul~^50jrWv)%h
zntfHFwH41y>K1A05)vy|YVB&QLp3ZHQ&8A#<ic0dIQdS`;c}g#^o%POn3u#EO6D<%
z6}+jpC#7cAwJ@22`pVjErvdbJCvUq=5)zWIvyz-rnh9HAq|hN$+1V-CtpKsoyZk8}
zDY)+^VoaIOc|D+ciQEa}-|xWo{pkkpt+jrY^|<B3{mJz8lJ#9@G|ua4dwY7W_Wh9A
zTfRNZ*HNoeZZxzywc2K_B`RIzcGXu+t*ePom41u;F4ua!^)JgmPaoSmFDqK+4bty#
ztJk`$Qng~!4cau_=TbXSaQ-86vQxO@?Ae^9qoEfDD{Jc?r=z#ES#hYPq<_%rUriQ|
zNFJd5Mf!ZUb0Wvh$9Z{m(3a}nU}?H)nkyao>istT_<s(ht1Ee?t&iR7EbqFP>nUok
zR_ga{)%CXj0HmsSr2M<iVWY6vw6pCZYJUzmE;lbK^F>T-9CA|(E;^+owo<fBOf}tu
z-Y6)V1O+H}50my^f3$M4?M%HWiRLj0H)bW4TbM$93F&}YSo#Y~thA)4*ld~tKnK{)
zN%~IFwR(!1)kin9HPt_d+nV=WQyb;2TE?QeIy%9rD)jx9uDY7pa-r4~wz})PbQ*rL
z=8L!SM=mein6y#cF4pI5NaxOS`f&U#wO1y2%gwGqdVzAut*zE8z4w+ppStR5dn5G<
zv;P1OVxG}SY1fOX))#bDsZTn7wzv56l*z5Fd8Yn~uC1>vSoJl|%6?0~>E*3z=;ZVD
zXs<dkHhU6i+N>2dRc}<YREt}81k~14);R5DO6u2BP^2}~@CXS##pai)e@2?O(sr8V
zZjki9{1?<U4=;39oxO8*w#}s}X_2Tc6}0Nq^|o5tD$2{l^jAh(s;aj=SwlfxOx<$q
z?h@4tR|?;UB_}YkFEY`TkyT{ebxOn<a7=o0jh57z2W1uNw$Y=K%|4QlwI1-0Dn06I
zPZ><)v&xyo6q7ocX3>VsAj-Fgp=n!h;!MqimCP=s6E91us!Aw?4XPfL`g-I(x%Dy4
z?H|cLTz?2}S8F%!XrQaqHFY-o1-hEeX1L$(w;Q!>9SzE^o{EmwYOHxen%`YlQtBI|
zqok;;sAY#S-0$Spwe<bX4Oz-AVKYF^t<m*V)R#kSed@bgu2s-dTv>MCTTx3$s>)Ku
zTWI=}QzfOm+lgszB_V3<R-5#hb<^IDseNwgu6kSScltY>Wu}WkSzoQwdfLrYtyg=|
z?^iddo4C@|I^Auyh1!~GTP*|Wt*5wDQoVDg{vUK<z1!3mppItgze`#l*8N8`U*^u7
z*R*<KuT?!z)ynU4(n!1{*(lt;YO3qCRbADj-;r$7luwIIH5)Zmtx-K#(pk5=cH_nu
zFsU`E5>GAmm`*0^$a$r-j4faxE-94NX(@EoYAV`7R07*g364wWd2xs(CVhm;t>xh;
zmsGRqc;gK?6tsFmfNx;3q@f8Y2wRs!$|?zuGd;!hgcYx&FrK5*0X;;)I};}WA2LWh
zVs1|c+UXM{k%Re+6rP~~XE?%+@D6zFX1?^t&t6yZ<3;m-TXOR8X627C=&ZHcGg&-o
zS8Tr0>Kj_GHisHvH3sEIn%i@0s;5=Tf{hg{doR-|>RP%dsxRuj9rJpp(+~UaJ<TjR
zM4d(bmI)V^&Z#$Xs1>J+X3Q<&uV~kj=&1VQ*rgp|KJ2!3ZAr{`s!Eu3C8kW%i7lxr
zO9N#0#1KCRMI}LZNl63}4P%gAAtW1ZVrhjT`IO1Dq&kJAb4n#XjtWT~^-`pk{+Li8
zfJGyxfrV5qR0)GU$5ug%lOz}fstDQ)fH#lC$I;CvBYhJ3UG)ZzaoKf6PpBKMHBC<|
zsr2$KS8X64wBBx3`-_)`^;ON=-4YXKy4va;drnx`X5^<>Y08JG)HvL^f64A-b0JrB
z^81(i(_Jf0+f{hfBS&dl?x;2!Iy%Cx*Ob{PYn5%bwotyR%I~M9Pe~=vQcoUB`q@=w
z4>l-m3sp-EQ)v5PdWB`ylA6PHy&?5IOiEHJL1C7iQ;qwfG|e`wGJv0D`3aS86ZuBM
zQsZO^IeENBUBx9u0m&qw5P?mFDEGTNMx_J-HdjRshw_yB(*2p4?j}Mu-(p^Il%)$>
zjLfB5C|ZfzWNjfX4VrC)l$xNZ9-QU|GulK>4~aV+i5^FAOlD&-2LtR5KE?=v;Ek4I
zMt*ydKXP{ynGjApaEXbMb`miJo$>p4F}xEzeuPKO5%oRjW0Jg?^&$8hdf?`7s11Lr
zwT8F!y-BWa{E)S3Zer`3?v~{>`%UuV%~hZ+_I_B~bu}iJVH)o5Y_e%StzBciS`|x2
zY;l?)MPqfPeDQi*^xMq8SKRsK_opsTQ`)L|k<7Zw%?_Gs`BPg(XAanO)$3N=ow?Ug
z+itZqG*tF$4aTAR)lfM}Mut^UT<s+bRTXS?{GSBl8<8FM9~1B*BOGk{H(KjHTxy#h
zxaIDy)Y=bQX`1%#T5nkB+x^>1>YYDwZ7NGw3nrkk)zICoRmek&OLdeLbnl@nT2kU<
zgTl*UlQKgYT)gO0n1k-j$sy*JW#k-Ox=@67efooq_u#zfWJ@JsM0a7*<IZX+X<v2<
zC=dWy2i8~$tx3olSZBtu=vS*9QS0~7J(HL}g{M0?wO2vQEjsR$ylRe8X{)`5Q0P0L
zy)R7jYfRTOeQM6d_N|ud{{XZ1cB$&>>6bxSZKt9%jZ;yu&mDYUq2E==^s`UvU0j#c
zr_$X`%C6GiH`}YQD#)6e9b-ew*PW=fw|HKrq_;0!SJUY_JIz&zi#@{p-F>oxwx+7t
za&D8Y`j=GdeQSKUYJFj-Z@RZq-JEIbrlQo>di(A2<m)UoO3SwkwbA;j`o|fjVTxwg
zQ2VPx3^vLX8)*qoJO2Q_`_y86H96?~^EU3UPD|7*>Xh=x(po=*vwLpz{-RZLbpnAm
zBK<}6*6uGn?PIScbga`b>l7-fq<>Ko)6&dJCQ&$AW?Y+>dm4AqoR?~7DFHZy%(HAP
zsWYyrC@iXFZzLf*4yklW5R|B$t+E10N301+2h{|T^hNRlnT^Lh@2;O#Px@i2^kVlp
z^$PtmS610;s<}!nx@k679@E$3s%=e+qAX)lwM5>fOFDw8+Rf>^b<XocY`I-2Ybxzl
z*Qt7$Gm+b9$vc2x<_5=o=Z{pWsQ&;BI<La6vaX@~#V_JhYvxU9qG^{kx~=z37joCS
zU69qmimSyAhfNK$m$bJUi)~%Dg6nW@?Ok%Fs<*iHTCX~HE9zVD#-rp9p-)QQvFSP6
zN2)a!sVh#Dx+9UyX)BWTJ&KD~+v@6QZ)v+wzfnw`KHX)t>qx7*(oibpcez?^c42X-
zO?!-O*u?P3XI96eJBB+sj7>=)E=ZO>ah^j-ammCM5TNrj4J0WuuM~#^Wh+oA0x3#}
ztwO?36i8KeQ;<oiu>{j(WKFY=CS=6#I6cqCU>*0A>~}L9O~g3T*4vG#w;EcI;uMmF
zp~Rk*p=eTilC%&)l1ES=gOMD1z4&N;Bv!w};>qd`g1^(HkDM#@52M`B%xe3c(w^0L
z&~DqTm+LrIomFO;y&H`^WwTyhX|+9qg6pQ2b!y>ae&=zir?t}Cs(Tgq4)eRwN2dP(
zQ5?hPKdHMSulnClS=(#UZJkz4Nvkyh=31>9)#}7GZPB)S+t&K~m7Lo&#k*2ntWVjk
zx`O>haim2pU9jD(Sx;h<(oJH|oFVtxkwm$WEIx-^#TM`hbOu^Oj>;lc(h};HmsVK|
zeGL$Rg%E_OwmZO`qC(1nq5w1mpT?-&tpPg6S1w+py#dtz7}Q>#t)7^54X@XO8rG7&
z<LV*%28p@p`u!%(vNy`6DK&xA6dLB!QCp|It17hnx=QZDE~cm0)abNT)7ovF9rWR#
z^xrkTLvkOL+QR1Tmq~LYoZPR_TBh>FRjP^mMx53f-p8kJmqu%E*GnCWjmisU#;UEl
ztIh7sX{TF3%Z1Y4NQbK0?Ee7bY0Zve`hfLSta<g!uTQn!oUfeF2IzE!W|_F@$8PRh
zE2}MUYFeRkrKYO6T`q`bncJ0X-uuf2m!hh&iBuK!o_vwM;EaPmv5(Uy5KcxXja)Kb
zk`6e6^ABPxc6H>rIB@|fH8g~WT4DNxsfHX)8bf;x3KEc=q6AqRLn0CaMH8{Kk*OKf
z>P_S5Pw^D5*FS_-wZ3{F^i%5#n7qgIxy}w#*4}xkqqS=JZ>luC`&08LO4R5sWYN>r
zY0G-3pRr%G;}+DSnWik)8*9jN)o^n9yJ9c5PoBXiu#p?c{*VWA{{U}(>iP-vCC(qj
zKc0_r7m}5FZrQ15v__!j4chOkU%As*ty*tR)>*A}6*YA>yJgYVRZ)1<R!e0vpG7?~
zs_WWo>P178^zZ!yei7R5(%<3R>4))5)O_yLe7L##ozfS6WBPlb<>kj(+EHxgwWmN(
zUTrq}R-34%*Hr9Y?K;nxmwLNKqN%Vd)a^EzvRH36EA`FW#G{9Q5ti)iqwKQUF??+v
zfM*$(Z4$F{u1-EBn3|hgZN0K7xA<p!!$bhJr7GJRyCvm={wbrkvr?rc0V%0UNi{kQ
z^E>MwEl%@?n=kU}pOh|hKbTA9EiJ;P?McevtaT9O#Wmis`+Ze)-Hi+`BTTh)uB)`$
zD(mh@wWhYVu7ZxLsrRZW+H`m0(*FSBU3B!>=$q8vqQr79Kx_LasY=~NUt7#;>a8v6
zjS*9*v;{9Ol~G}Cw@2STwzku4MZ&JZSzB>Snr`8Exz}lw*=}|B3yo)-+9yV8o@47h
zCCkkXW3SZu+h1yH7L3u_ZrFsoa=+@GQFf)V>H8hMrKz;8y6twZqoAd2YeH91P})?a
z<c{0(=kVI~+3A*=s=J-um-(@x?NmBw>kE#cPMvpB=}T^#OI9apZdVOuq+P#h8bfYY
zqqS4st*+kFchj|QKS`)<_PUB%hTG<6+QFXgu=({#rBA-x<1(v#GVZ?n4xz+8hS1|q
zx>D#tQ2|L(sFyZ@q0&iM^^>(>vrsApMpdB#-*jDaW7Bu5j#={Smp_P}i{(o-T%P6M
zI5c~@FPN9xuAivWb==R>n)200r!4gvc9&AnYL}44u40$pU2Pq@#`AQKu~BhTZl#Kz
z+Ws#5#{5b(uRQrP&yQZ5x6=HU*RN?7m&n7Q(Pp$zqefWuMP{tFRaxy!Yh7ikDbZ!V
zU)`!^qgXuNqop;}l$VvM^wTuoLaqL_y-M4CH80Woe95hM(}2_`SW)uPR=XuVCAU|L
z+BF**nuk!^?esdmHwru3f5fS2sx<{gp*00ccG&6?gr=9N&ssjFJ!4kritka}(7AId
z-dWh{^wxn*!qunk-`T4LYt*klY-Rf`rrlR_3RMLkRc-#N?{<6X(7KC*?y1)t+6f#<
z+*)3CZd(LfY&nTAnS`QgQ_bP8A+JMil`Qu{VaEf55DFd9Y$PyABt_atK}arCgqm0+
ztRGmNX<@UibB-S7Z#KE5&aG7Tx#s@>F?GK*b&W+89ktC-%neg|)z{H%wzjrymX>aJ
z+S=--Z8o}d^!B?|JFVO8w81pgH1zBsAafru{c8H4=FcIyY3YBMoZh}_E<*Bxu9~lx
zoV;?^rfBW@X>_)xY_x$F8(o^;eY;aoTU$~s^f$}J!itKjrn<h7hHe)tg=J4ReiuHA
zEuOsnVRGM)`m(27TDfy|eyZWjTlX(fWlpBD>DpRH)E}a))HJsnMX6O4$)~1O(z?%k
zZk46DrmXiGg*8mRD)s5<{{Th$R`q|+pHCdS)i;fAqq#?}YV=*NRbRylZueT7Jsl-A
z{{ZWSu9lA8nu~6wMdr@)bhPPio!fhq%Uh2!>#E%PP7>xO-VfZex!DO+VoV^*AxM;I
zOH{HJ%Y_9jJwj5HprL)zi4{iGB^R()Q?jG5Zfc?^svYAk_Z*|sByx+@_u$ve-$`HY
zyXtRKa{JTIsG93fG`0Se^!3fHYei3b(yh~2==D<?%R}2gf}K-T#e(NaLuskIS+5q4
zsCD{w)kw8erT+k+&RTQN@KN-?sC`U&<MeCl14dMH?Vd_=7nk%Luf6JO%{^?_`nvIT
zXH@B%{i9B5?LTe1U#oB0+etHLtL7Dy-mTO&?M#h3TAF*U(%omT_)X>qIXSn@ui*ax
z?y1clVRJC)+8TRaopYEv&rxef^!2Wmf`-#gYq7nlE>|aP_Qq|Nt4+NW7WGrniYryB
zl(Jd2(I%gb$=vomqC}16Ovv~j$|P-$3V*ULV+^oyJWb}N_7=_~^J8txNn&iOWIUGU
z<<^C`=F3S-A${^x4${CC*^NZKuxOM5k@Pl+DnXzXNyuDQl;Ixr{vv*{Iq&$(+Vl@I
z`ETgP@299aD7P#;(bqh@)7M>6#phLO>U&K+v3E<Q1q-#z+h}QRD`tk*SZ_5p8aM6j
zRNdCybsAmuC)Fq6<H(OkKY_JYjpl}v<V)VKZ&ey&T4~K;YIpcoG4*olHI|;$b<{RG
zo4s|fR_Z1brReMIb@qd6qzST>F;8H%>PmVV>TenU01R)&uha+OscNX@#+uQZ8<{+k
zziR6JU8=No@{QYGrhdNXY@oB$uFI?_mg1;WPfbGIT{SgjuD!L^l?NO&r`S)?7ob01
zK7@Y|ZhYz<Y;&WPHCn6H_5T1_IL{?LGh8aQ9<;Vl=_@6!+^e<6M!&3`rR9C5=X6a%
z>hAPc?L}g-T&}3NY9=jOe%#Kbx!8KvI?gkK`V&&PbF$r;z^9RjvaB{~$(f10hf?Ag
zp6^^s($dLsb1u!eL$dA55D8L{BU!SC2`X?GodpUjO#*8{QA+I+C;${uP^iv4kNj0X
z7tIU!hx$+S@5yBH&zV-=RQd+2Ty^fHO_jS1lC`S+GfPXWs41-0o11lYY1N6Lwcf52
zqQWgyO0_(iM7M7=jw{D*Sb6~UgU((<^H<c@EqNWNbvGnADOYl#=3caJ?WFCC)AhD%
zbp_t_M@^=0I)dG-H62x+*>kqsZ#4Q}Pu|_NQC8Db+*3}=$X6dmzlyiwmCHU~{v)1{
zx!}j8jX`MVpQQ>-ZBx!Y2h6vrEVnI8<;zG_4ocbD)H-gl*XikW#n)Nu9Yn>}x}Lqt
zMb}y?>NLH5B{g22yIA^R=O;fu6`f1?lWR_2dW*GsDCAzOrMByheaVKj<%eEe`HgO*
zv)kw{^h|0kMRc`X?6q32PU-zf?x}i?vg>QMUiB@m*K4(#2wHgFVc3-B4}i){Nns3O
z7-NWTefRMh$7k7>T-GQh-IAAPL9sBP^t#hEBQS(|I7^7{l1W;l6{I-og4SGL(E$kv
zBqaibm0HAXsVCN`H>7-`a{F4{xoxjBS1~LN(mQ?7db3XJOB;6vmr-wB=S$t_?{=YH
z!%i~gMG&r`r~1lv>KSsPpWSJ?h7_Rde#dh=@m2g!HRn31{{RsiewDp)uT@j>nxm56
z?x~?UTd6Jlookgh4S4pYpwe`ex|y9pYpAw=Y%8hTVH%TF>Sa{l*|t?seKw$SqN2N$
zzX%_~YmuJ3ISuOHo_zD>E~wD@E0M@FI(F}-kw<O1Q`{}uOHk_VM|!`S>bupfSgkfh
zY1-37EpOF5TJ?KP-CL!$sW(dZ&szN9p!^oKpP;1rRpzp}8*b(mz3YFf^;|1zwC(EL
z-!ZP7)}+&w_Vrk(?Q8lCYo={2(%fzL`>irG8tv6JmMaZf^!3K=&QH$aScWFKR`B_3
zMsp6EmBR5AP9+VuFDHtnF1(f$`jXt*icsHqEP%DCR0RYBO*AD*M%tF7B}h`yvI@4A
z*#RLyQ(zKJ7Hl^d@EcTWYwonv+KX7~dxMv4O{*`reM_ir&a}fW-0zp_`irgF;OjK4
zF-p_5w+gC?g||-2ROnNM47AgI2p*LF8b655pU@3&Je8=q7pJ-FZRZAwx9Qtu7N@JF
z6k0C%Zg%8a)D(8g>s`T$*J{|g`!$}$Ri>%NZS=IstqE|uO_23}>3h)s04V(xdOqgo
zAw5P_^E=dUG%Y%Iqo4e>e(7l}^8W94&`s(cPibPv)v}u9Nalssp7w^TeRcInQ_U4z
z5}LZIaE~ef050YToIoS|XKBRD0f0>L%>?22{u=DNlJEKxjxJejJlpb4R!(35Qjl78
z4fl+tZ7C%oZS3Zi6vm&d+QF#W038+dg?Nh4-&*pIWNtpKy&~$r!&Z~h-Lunk`lr_}
zuI2?z(u<vxdRt1|E9hOk^LFD^L#J(R*6E9eqYPGZ#mapxY_)0o)xz@Dr@S+BV*ape
z?M?8ntG~j#)kmT3MRH@F{-CVZJtb@BMQtsz)1y~$Q<~#WU2F9FnyHIcs<SDSD$jAF
zv@+{=>wRLGt+QSdEiO~kIEt64dMV28Vro86^DmeD*U`?h#;)a-w9`8O07_K8s?@bd
zskD9Ok5K9Q^)B08Z>~w9yU<crBk60YmR7(a)PkUU#p}QEDfMIcoon4Qd*_YMPg^Y7
zM%dL3mF0IWX|*Pw<yM-gPrfc%rk_vh9Z{=m9Mt!5P+Gd`8=dOD;O#4PR*EH3+o>q6
z&Fv8(iAdry&EaK{g-p#(;uyoTk2?I(b>yKe%E+NdWrhNPP)caqX+nZRRIkEXp-3fF
z+W{#+00BX&jV@_z=X`Vmn@nmtszxj6>{o}VDhNY25pAsg9JzT^<EFdW`fiZ&6wz6G
zr7opSk`xr4J4~-k{M+SLj?$dY<_|0N-k;K1{VV>$Yx~ZVzES86Qj{<seL5#uze0^Q
zs-I!9O>>qzoqFjZ%6EOGH27bkeE0l7tz7H$4e58$U;Bb-Z5MU)+goC-spl;%@}Bj6
z*9};-#;VhXnVKP`>{U8K-Ec;uMb7^KM!VLlP4?$&wAKAZtXn;r&I9#h_^o<`^)cyF
zkv@s_BYGa2lm4DjqSL1@Hai_f4zs>g^7}$uIc=p`y<UHbF5LaH%cX9Y3OaA$wp(pw
zeNAiCmx}w#tkBf4x^8P4byCGxV-m<S^DND!>D0Kk<Qv-((~K5Sq&Vco5Te4iRM1|+
z$WT#CAp>jHB<!T7iLp_p&^4tgd+SS9Jr2~rh-ao(e*v10LY6IkaHaJ_Zr4>8yN-{m
zu-%)r)mm8R?N2dWxLb97MK!xiHl%5XsM3o=cWcf5qU}di!xn<oQeL-t`|92Q0K;7R
zAM~k3>E^EH_pV!Wwnn{9rHf{<e@#`<RcR}m_sW!NdyPX{Cc5KCsu|PN^lj-jZy#3G
zUFq7(oeQ)}YVG9#JAo%APTg7BaCcY0?q(o>%uaUiIUZ+Yk+yqhZZxI4KQAWo-Itui
z8V=(#nA`24^d-0EXIl-r!@x8<$s~cc+bZ?a;6l68umn=!P@zgq8%to);3U|K*;*62
zwuww*Vc#1}NB|wq!zOY!0R2D$zvGj6E2Y}kT;S!Fh;shslUA|UT3<_2YLqt1<4xT4
z1?G~`Xus63^VI05p|jm8=<XL5exjLf&{Nd5-9rv34x@}o`7kHqH$NL~*b+hCjmJP~
z{bi{&U80Xb>1)=s)fBaqw>x&7uvxA;g6CZI1zj_!LpF;;PF(9-_r0L|R85zCr7d8#
zlr6+_Pk)MY*A4y+ba7iWK`9_C?RvCHxeBqR?HXfCZnwjHeHQw-{33m3@|V_UqaR3m
z+tp=HIH~<YGW8cPxsT0uwVL!r9e$Q&H_l<%Xe^4oYg?UKG|d%b7UVR|+K%CIV!KSg
zajMcb{X=f2vwc4L-REy2zX*>(xBYj?{SnBHR{D*v(j2bR_N^~rvT18o>ssn0)LE=G
zl`pkPOIfOQjju}S+jgi`mb(4?O5ED4w(DI@!qsmpsH6Cf_2u}d`s?*W%zi-M`S)Y7
z@;{uOmh|=V$)YtLh0z+vmE6rP>bhG!HS197>djZE?|0YlHwNr%J5H(;SnSr?n!CMC
zlF@H^>t46~+va~a`KivWO75}d?=f|kGBr!I>{6=xt#u90P+WyAEju*K)3sA_seMc`
z(=^N>EU*yKEv3aJPJUzO&vsW5$5VlvVtQOjNT9hpB*QI{KKG{g!)a2*iB9HWhNZ)s
zES-W~?vRf0MmL4#n^WD&6n4N$6yd6nHc}4zg>4I1iUS$fsrhxN9dUGy8)L4xvWC@C
zX=)G_vQXQKd6wv3bOMmK7^gsWMtTz=v|?-daafRDwb!#&g9;7QBrxFzV24m$Wx{Z&
zKEh0xCmnoZBRfGIr0s|jGqFGDgC{9(y<IJ&8Vc%)WP|?zCYL&xBobvzFRg_rnLn8a
z1yO=$(PL*5uCd+ir9!&jQo>Sl>YFQMMhFkJ?l6D!R}TAtdX6h?@wkDs<dQS@{%!Dl
z6Uj6@$+$Jri-i?EViGd#I*l{kBXubyFEp|{r6_1&GC`BZQ|t5=qCGV%w{5CeADz?+
z7Yecpl~TfuD#pMnrFlt7=n?r4jw2pmZ#zjIU<eVp+F-<Y0Eim`1ZT&8G23E$00}e4
zDb@1fw^8p}E~$03No_SjDoTV9Pt{WbI%Yv4pLyIE<4d^dYxS^|R9oF!NeBD-Z}`hm
zm{N-+N^Apx?<KHFm>o$fLN)UvBPX}Vc<={}@^iW2<|cc6w}IYZ_dDYR5;%@F$<9H{
z0uF!Bf6`7sal8+<(IAe{G2UY$P9+GId(3a#1jv}|M{}?k@f-v7IU{W1Mh8@piJ#18
z5uO&<JAw>$+#P_*V*&=-5y6juHvo7e1GGup87DI*WFdpt#>cep9x=asM1dO)93Q!!
zk^4qxKhqQOJVW5^jq*%?Oqm;;q=@0;_K4|&j{U%lM0`w$!VtlOG4tYM9lMdY$p%3N
z8U41#2*hqS9sXoyM)98bgOF9WWJJUQLEQK|aQ^=Q_c{IN^zL)F2ta$sY1(u7LBxR|
z8SV)<`Qhis&uKlR&Q3S-GY5Vn2kpOM<bJvD89CdBK0oweCnvDTf&efkK!A3R5QjT{
z=i?x6B#aDWupQ)poXOne7~By!oJsMRfMyBc6Y=+$_{0$+VCSe0jrdvIN%@o8Kh58~
z$?kh&gd#x1M1o{&2=fH(oMf31u;7s*NbeXCCw-(C86ILWi9mn`#Pv+UgCLCVV`IEd
z*aL+zAf4lJ+-?ua%xA_o;SRdx5|A-H^Mir}fMagi!I88O0|O+_*zba(1o<<b#2i76
zBQduB0KaL-C$JNV7&|B)0oy)66S2S^AV=S5kTyfv*VSm3_?$@~Oac!{`(r!r0w;wr
z8+e=(1NHCbasF%#*L;sBw85AoykcbcAE`URoB{h}`Od&$Ll6Xm!VxJONdy8$@*}oq
z1`pe5@=tsToKMKx!6zW>H^|x_8wrTO+6eEDv4Q4s67L=+A_wcS9k<v<;wOY5$sLc|
zJ)&|B!^A)&h~SfhxrskuK_uk(>^?h33nFnR&ST*IyMy*4ZUesa<|lDE2kbY@NrA!<
zDHstkkTK-UVhE4xw~$Y7lRNL!HZnFOA2{9*5tAoAKpC7F+>ONJV~k{u9C;gwoOl_N
zozHKy9>_y8xW{5MlN0xz(=x1fJTaI!?}36ufIN8L9kJVp9e^S;oJaakVj^UW<x+TN
z4{7r_AWUQe2aTdT`QZp=Gu#4ZW_LRo_yTY~=0^`bqcA_yi0lU2cR7(UiQYi%Il(xQ
z`fhv-;BmNUy*jNybWgmW{3lWLy;!3lIg{<u0stLPD1Kl+m9Vt}6jLmq1x+``^`UIk
z_G@iMsk;wqY1X=KvH6*!2?b9jBm?hN7)wbKqJof*`EHTM7wgSM_UBP>c#xH=qMez;
zG|8W7p}3F<Qq&+96t(PNZv4d5h^ToweuZH)bVWZ{P)9=QTLmen0AROEj--rx&=35I
zN#ftJ5eKy61mYunjl5%F2J^0)t?@q%V<l3_84UQH{bi-1Mk9X(JI8n*u-Fa0OaMd-
zcJOf-+cWZa&JITlBhQcqNQ`$IMC9Z3An@dDOn?MQ8IId+B=6ox$Rt?C7=aPzu^8Bb
zKUkjTWJhx_G2{#gJHY!u6XzM<h~N+a`H0NO@<!1Z+A}bCc%QTl#BKAQ>cpQI#32lm
zFl2n3jlswUcgQg^FeKr~&yarG$c*>x`|Y<8`)`AY@AHw7ysIQ_924YEm><)=$~%bs
z$H_b)6ET8*N9Yb?z{olBN!y6x2@)`N`OfDeK?IX9Mo$ZWB0Ts9B4@vu%tvV~oPD-{
zNf02J?*tvl5x($HiD2$>0f++`3Hu%6%*2DaCnF$4M8VEuw8zFt+W-N?CUg0+3CDwj
zu$UW6MEB1QW-zSnJ;(CF-y6*B8SFShAAhz_+iyPy<GBJd<Y(v3VEh0-d=d!X^5EYa
z8BR>h0~?;(?TE~GDtqKW!SOqSC&U=ryzqx!eS7H=!R<RvM8b3S9wQ_jyzp%qA~u}w
zlkz?Y$pB_#nBeR?efI)la75=H0y}UM{)r^!f1u3FjP@Df2$%Rq;7QKljr@<E<N09R
zlRfjcXB~hrM)CK7CxlO&csPMSFn&hD3C4IQ8%8k^f!=aP(?1(_JR#Rzctv`8ii%f5
z^tBGtJe&tuamE}-!NQv$rbq__p06+?VPjU^n`kjt^p|R6NlO=6HmcATVpd!s50w&>
zeq}v41VJk5);dPx9gO)oI37>IKcv87K#|%;!~q${e=|8GYy_cS+1EJQ)o{}FvTE$r
zcK13|OZIxSx`!Mga1AA5eYRWbD3IIPPf-x11H}_&wN$v2+qDH6i9@cfH&&Nx41|^R
zG48Cq+t0X|DGdPMQ6XwU=<C*V@wZTc0LVMX#O!1P8yvYO$d2%Kk_4EMzD72Wx*pir
zDm2CVnF(;)UU`=SmWQaiD_c`(D+R!+MLb(>5Tn%SL?<RB4lrs8NhnfER63GUK?+KQ
zg(f#lD{w^a4g_&tlHpxI=ea{!Q%bW0s-5Q<Bc^b#ZD1^J6bz+FBoId%2lm3^`g$&u
zw#(87N<ywQEh+RMbjWI=m@w)Vq@<)cr8u$HujZNI2-UoA0(VgF1a|WnA|?s%!;zU0
zF^rNs86AWHJ4o{!Y>TSW)rne_ZMoW?OJFo8>k(N<r(pmtp*2l?LrCflsD@PGN>q@P
zDgsqiI&zM$^4fI`uB?=&`<lY#s;N#8gYB}-N>tmKDg{CGg$C52362px{P}hJV^{D;
z>SHEgowI?S{!U<(x7uVG?cN4P(~>~Uow1s&(|6l=>Z-NXB>^+<HiXnL5^_49rBlqN
zK?W4yQ9VKk3XCBnV=@VkIRm_$=eFl0N#PbGbCZZ3b}&TD7|7Ti;O~Nefdn0iIPxbW
zAaAkBF~S6oCNMB|p7R+Q1LP6HoxDzGCO&_CyqJj+P>D=pL;@yB1ReLpjpOvhaQ2d9
zN0E`*4Cfo1!6clJIF9q$JP*(hBQXMJ1mMIu!5EP}iI5;k+IAqA?e+x-a}Y$x#&ME%
zl0hSAF+OKJA3J9Ud=r=xnaRfDBRnEZXLud~n9lwu;sG<*lgt5)gp=Tph|k*_z>tYv
zyuGn38Tk_#J>zmafjj=Exib^w&Iyse#BMw0B77K(<}zT9A9Eih4#V`F%#t>b>5wNA
z8&1+Q_dFrG_Uf0d{xKjR51jY&lb^T91jbJQCllU8!~$Yt%>KhU@xq_5jQPfP{U<T<
z2Y?feh=OAxes>4H03`Sa5QpviuS$D7B0%_=FaY1be9qfWcAVg;iJiNcJJ0DeF)(0k
zcHn{FM$ljrgEN9N+A<~tiQx=mv>fbY6C=n1d&GGpi9@XS>(>~_+UZ4g%7To@O<ip@
zI=XUFhn_=gGLs{vB&hcSNsc>TC&Znjxrj5oe!u3Org-a?fu=P&qJdo<Xr)C>Q-sM0
zN*G&hC}aHB-C&KtB21VEv3rjl&+GniBx57Nh>-x#2(i}fYgCH8Pjy-eQX6%uPzjQS
z(lFBxB{|#QZPG^aRXzCCK^}AS{YinGoXkkXW(C!KQLV46ts|vXbx+i(J3^`+Tcl%b
zt{@ZIHym1TANbddc<uWb%t-rih&}f;&bHIv65dXC1b)MA`vIMR{KhAPXwC)%j7IaE
z3`gl5v&2Vi#{PFdZ-Lko<nO_>lQX%P$KS`q=OD<(2z5$w-<>t*OvHDeNq^$0ra$x^
zvi|_-Hk*TkNXPb5Ol2eg01fLdI+Kt5CevdiAKY+pXm=jJX!DQQe$A2loxm^u0OVXN
z{zhNx9&y%QVCjpMy8C;&lnROp+r7f5KFpt|HC3-Vma0%hx6)V8mon1HPv#0xM;vt{
z5!~(aVC4P07=Q^l5zbHRq&2DaC7%A4)k2%y-jbfAHj<W^MSVjkX04zh)_t^umr|0n
zl*_4bEUh>#OQBM<D(j~LU#4-e`si9$xC%(?4$!G2`-mwrmL#fVGFB9Zl1K#zps%Q!
zfIvS)UtUzDYtBC<J5Yc6pR{1mf8V&hPM`Sq_wxfkD@PR(o#sb?LGRx(Bz=kV!k@Nt
zBzed^gwE4Fq#5C<Bq*gog#w^bK}iQ8K!O38oDdF9F~o9mB1et42QibAGDZw-xe=Cn
zX-ef`$HR^5933*@O*5r0ZXViFln~Xikr+G9@!LOn21%3KVr2Y{;Da#(V==j(*c=H`
zHk_S={{YVY5Bj#A+%CpIz{vZYnG@q|oMJZNr@O|Scy2!EbJBxbn^RNmt@RYFIY0Q(
z&SPm2n81=FJLG|YBqtG_z>&V+IX+BAGnnBGj{g8*gCj5i10-*;_!|O99k4{ef#N58
zVtyk8Zpxf5ee}=j@T@w&hsQ2Dio+)d$9WOw5g3eiGmLlQKa>-h{owxqhxI0NC%+1Q
zU;&RNPv~>GlbMhN4hcVg<b94egZ#%~_5{W#pgGelue;ru<v~bgyLRosX}jBQQj?z>
z?;b`>$CxAIJVY7C=?8Jxcah(#1P>8BGDsdf9LdLFfCl}D@7x|DaXCM}akeJ_5HkZL
z%pK-j`SsT*m$j)(uU*ylR+YaD;zDx+#K)OCc8S5pG9w%;&SC%=+a0{-3}XcO7$D5Y
z%#sgcaRg-SuG8Fa!X#{Ra|h?+J7i~Q><P@zuZ%pn+h12NzV)W+L9qw!Cm*L`HX>kc
zF~CU9z-Kx5_}|U|iQ9<w#2DD^8{>GL`{!vJ268(@8IuA5Bf$^}h`<@ho*f^IQNVmT
zb)*yCGC`jI0OKZqW8=>Zne*gsduQNoNd(5xF+3tcp2NhM5;lQ@u`_}U#DGDJnLYL*
z0g*q}W_+G6k5<c${Ibl$qkkW6xmqOzi2ndi1i+K#2@)f)`-Ee(#t7Pbci-#@6S3Yw
z)M8_D2qHK9soWi+BLi*}p5k#4@em-!GXr^zpq?jPb$ja%+oeS*=X~kDnM9;Vl4fW9
zIU~R30E~|ylN`t(`H?s~W(sB|Jm5@bI0?*?GJY~ij@~2>@e&6LM0Wkh+(uwPAb(!`
zI_u5@_KM_aEtkhr65A61=k^`uPsIF=+2KrW{XsZ0zmK`vB1ajkexJKs!dAs1(@zAN
zx`1h^5Qyq3H4cD+k%<WFC#fKS2s~u}0Eg+TQb@Smmv^i}zw%1a)QV7`QV4Rr*1%Fh
z>Ob9dEJ8}6NL9Tu<6Zd=VLsSc_}_JM`@PYswuc>YEwtL)TCkKhlC>#OvQmVSqq!mp
zIqnY|OIl8`v<I&hbapCrB0{TOY}G6S1KOl*&v{4rk3#*mN=YIIQHz?YrIaa)B_%bE
znMomkOn~)T<j41wuP5D6grrIXXYzs-`HbriKK(+=ue#&zFD1v8r(IWgD_V-NCo?(j
zNtRxHZa(O0E%#;DR@#Mjn6-(w&^>vn0u4>zBvFXZQ&cT0sc8@Z6$%ReakNG*<EXCJ
z7RwJ*`*foTq@_Y>sgjTkr`lyH>P!>=04k-Nk_-XH43pk={dXPW2+V>a4gmrrGq%7?
z2oOiil0T#j9C0B`_>reCZ`~3<dHDyobBG_5p9kZ)2pE7!K6W!bq9?Xy2{<!6MDHF(
z=0S{&%<uM&-~+?QazMyC58Jtj18(pjV}w5ATVIb}5N2Z{Ng2;*?s6pJM}6dxz-CV8
z2M}QR`+!d4J>zr29f*mECO|Wp-U0a}6PeEkoRUX;;A~9zp2B|S4+st;A)WYE=S;P!
z@P>0RayI=5&JH7BPCs!7PGV1d6ZgrH<W4d(h~Ug;Vn*NNj7RI*1V$nz0f7f$JHg2t
zf_s6PowtNv9=i9#1a0K(GXw9u$R0<*+k#GKw`d#A-yTnxj}XkA{`feJyb&fb`i~q$
zgYk@kxEY!66EP-df1VJDV|W9=AFRwl%twv!x#B%p8Nk{Io&G?X$?R}<$l(zg1_&^F
zZMW!q?TM2dKG`50&+R#pl4OCgnBN>B0X@LS+>B($+=<CBWbGUiGZ~Qt4U!B&iNx<C
z#P0)zj{g9-$Jl@9+il`|g1h|hm?LasC+`O{6B{CRdhqk-T=&GMIT)FNF+In`10VKq
zVn5Oj3CNf`?Z0e@^B*}N40Mr<43KbpZ6B$Q35~{ajn2YI1La>h1GebB2$cNE!IL@r
z?U>k)J`NO|%orw43=ZCW<KraE4iG19+sW^@VcbcQM%amhNx>g!_`vTO#%Jdy4+xnK
zR==}%vy?e9U>wNU!8j&xVt1dp$8vVgJgX6p>#!IbW&oZR55OiyNZbemvD>zLd~l{B
zGuzGvU;ujqzsJbo794mmNEv`TVtY?x{{VBqXULckO!n>I;!lA)aTAmJc$2?~Bw*)a
zaS;cHfrt@}z}sn&*p9Ec{Q*SlEA`<3B+l6zjC=rbxbL`;Co#ZC$d9-<CP|O$80|f_
z;dYJ8kGzcJo$;N<1VEew;7^F}+>B%s*kgDkfIFh~@qovifJlr;07uSq5e6h}lIO{c
z;~10V9k2xUneUMq9e|8v!0d1i#0ZHq++-dZFgC_c0T{$*5Fmet`LH-cuDQdQk1|M|
zr($+Jx5rLrJMmhUuBM6P)Ka|T4<Lev8c{-k#7GbdOi4kMl14H(x7fxH>loa3J4u3e
z!5He|JBT>U&gKu;XBi~@yYPf^wVRl#PfItZO449`Z8|?N0)I2if&zhoDrkd}qK&xT
z+@`VWT1kp)gCrkq=9CM~7*N8%4z!?ph)UvrG=etkjGSUgowFV?Gl}eQ4%r-B(bv}7
z-Vf2#J52IG{LL()L=g)~{EHA{r9h9&ap4ZP#`${X{cSf})|WoHkV=g@`cqVaF$g2_
zJph5SS0Co6@5hcd>nl@Ewzix>A!t}q6qQ8ul$a?Zd*gEio;gy>%rvN`p7z&7o{?Eh
zf)Z7*FEEk{U=TW*BmqB@#^+aTu<B}LytJ`Wg$Zu5onbE^o|6I8erW+I1rAC;$4_E}
zb<?&CocNeM_n9P(^V_r&u-K8lX9H|)9!$pbla4^VXbX)QQ?}**01&4i`D}oSq~JuN
zN*>Cm@{phsNN+GS7aMW66x*m<ZY08+aVkpEaUi8Z1QIilBxL7=A!c$x?nX=jxSx>#
z5;L8rF*0H{$?*X0CjvJB`H`5(w29vYc9@Rwft>lt19BbUl6wx*Bu}3t8QL?#5h?F8
zi0|9K*zJ&WjEUh-+>Zt``V*5QwC6E6F~GzT5DsxU9ro=41WCcnzm4Z4n9rHqV30~<
zY~l|HpR?W7bn}8|0&_dS#&bSnd6VSs3hk2+V1HbRf<Asv#~FKNitBh#O%*bnY#x=q
z<hM?MI-{x8z$fyN2<u;BnLKhW7KFB2Tl&lOYF!O}WjELK^oi*F;3;Y;alwTSk<b(;
z@|c2)9BXd0+%B$rR1~hhWCbh&8f-`s<AxBFj-aVg1|-4n$u`bkQd2keH_E`Ir9De!
zrG{zIg#Q4_)GUQ7q>>L$v@wEA@UB|!-)>~l>H0R-8yyLBwpgV^0*<EHPfFfDl_~|o
zj<9k}@y8b{-OlX3s_M5LOp=DD+hH<h5XwIw$iX0}Z`5}vM<-TmD;15SM_{CCp-3<m
z(tVmha6wz7d$kJu%g7{e`M`+dYpwq2cu`e#Qr3_2Dce5XIwTCGq@I#TNHXDCq@T<(
zIKv#|@41QJ;0gPXarTUp+azLtZ00dNGu}SjAq?;O9CpqzlaOTZ;KoM*Rs<3T_#2#f
z-_OK|z=Eefd;=Jh-ax^O_Ax&k8+JM0<H5&*a6#C}#|T0C&T>A(zr<&G{WwI(?cX!7
zjF~@aB0!mp?#>9E%)lm3%$=l3naqjaC3f350PWghMC9g9Hrojy2y!DIA8e5^w__tD
zPm*u~av%vC&uo)D`*z%Ro)A0tgBz2X>i+;qncVL@1ewQe&y08YjCUFMf`l?oAjEup
zgZ_=i-gg`zXBmmkz~V+CPml?TA0vpy{o^Cx%;I7IjO2*e;!DATHu%UAKQdrOCuop9
z0O1IbkTZjUf^sLneYe2|GaM{N!bIj~JcyZ}A2W!Agh}r^0w8UZ@_uGF5;KThpux<U
zAP@<T-Ut)enT(zgiGG{l0R+dBBL`qdz!98;?nm5r`Rqnu#2j}6h@1_#z}sU6G4UWr
zU<P44IgudzNsZ(Upl`fy;v_;4{175e#7UTp0k#J4V;%QiJjpTu9iuQ}e8J!BPYCTK
zPUbfrPjm7!w0D@{gSdz}ClUP)`)?9S{Q?kYwESak+epB{$lLUQ5KQflgN=+F41M6q
zoXkdGZU#Hal4BT%i4h%)_TVSKaCZ<-i2nc`<2ww%LL^`U2aLz%1pIv95s8pLQg)1H
zJH$*zK6V5TF^ooMy#9thG4lW%MqqA9dCqtJV<+v1I5H290SE{O#N_W82Otv|!TS>?
zaCl_raoat%8Oa2|0LUMdZZbHG_Q?cq5@KV&^)ccAjt%$EoudMGfd+6v%o8KO2uG`^
zsr)As_*zs_8V+nZ_@=#kqNr-*rRy=vib@Jzc2_p_1v(q7MuT0F;mB&rdWyFy?e#j1
zy>)D%7W&#6CoW7}Jfp;u`x(YyPxTT8<9^458|25yA8<QB0L(@_5Co~-VB$u8*w60-
zOn^-Bx0jdne*XaQ(+_v^4orW9JKlF)=Fi|*u<qsC+58(qyERqKV>PdDXVpS>P!Z}U
zXKI!8mAz)SR<s+Vl=*4N4s`RM`%rm1${uI)VCZ`j+Mik;T4)_vuD`MxWsh(_sI^D-
zUek3J3lkxyJ?p*O>1Z4FoC~NP+M|oJkp>RHV0ZB&J;@-6F~^}_hv(vF>PPU_)Ev*$
z{+y}#a{b$zI%b1QYDam6rY;(xnmT(*FD_Z`7FH;A1&I{bD^<qytGzj`{v&RwuD4s*
zx!bGlD!5xN9(o*}!}SyTU>MBjxRKzSRLOo}F1FHT(i!w;65&&h6(vRR>Iy(_VPPQ!
zDpuM_CuE8d2-rbNlvYZ%(nS)G2-w**y+v!4C?Jvq{)4vr_aL9^Ga$zgVI)EMf(!`#
zF*pWy-)<58aC^wWKl6{DzlhiZef*P?oOhpt)OIBJJB`F)2l)R0;~+@J!vOaNPj358
z&!aWAvgOXHvTL4RYTZwu^|qR=Zs(_UhK;}7bhfF}*CvvrH*vA*8zog0+S6RpU0PeK
zpsc5;LR3<fgs6k7lO6kw;|KKyP7IJYGCP73k-3mYJAor&N&QdWCwQc#Nm5jhq^K0B
zDgdQPB84gjpn?em5kf3smQkM6+M`ozOXbH?>m5aX)tZ*<<8Iw`4yC(XFW1YHtgy{1
zPTVfnSL&<lRMjmzG|jH2p~WGV8f6Eeq$M~k{O$<A_%YQv*k{H_F@kd&kTC`(V3|GV
z$n)EA+RsD&sjGbzdZy(kstb27w9hndJg2#88>I${)y}(3WV%+~^lqZkbhWNk)6-Tz
zLvquv>IU^Kg5b?FuFzlX_PW-R7QiD#^*GG4%9WQ7yweUUUQ{@S67!9=OH$$00)|71
z32Zo|lr|301SXM12^BO1iken{o0@A(>8y23`7%By&g35+U`Zs;9>?;-(B(HNeF^f5
z@maI;r$}mjO{96br>{@?Yqr(4=B;|mq<PVJ(bs0REA-Brj+vsbq|=nwSKM8u^+@)Y
zzM`t9*>0`2IOtETe^OQ6ul-JQht##pN87Xw$D7)ftxs^$Hj9h5Yjv8mS?!j}q*B}}
zD6Q|-3d)OnmCJSNR^BevxR(^_(qD6|;c8AoicBdZq?D2r3KlR)AxV_}Xpo`^+;Ovg
znc3-CD!cP*g~@lZ31F7z1B{lH=~!uct$-Az?0Q=uD0h2Jq;1-Ql$Bd(P=u3FLs3Oi
z`?5B@<LI;T75rKK3wrJJp;xAD-h}PEq4jd*eTj<~HMGsQm#y10<*Lu9^p(!|Uer`p
z8(yoqTD5hKj{g8`qSHmSzox3boU2jSP(N{I?en5cgFZ<9Z`?u0e%?6kf1)ctrc2+c
zu2|7}#=KlC-kin8;O{c3Ehg;M%A(ktO=DD4)RlHRsynR`({*}=wc4sRRMaJkH<@aJ
z;OnWQd+c-6hv0MgC)4si&FY5P&W&T~Q;^!)#*3bm)))O@sGPIhs<q8BD|vNSXSH*l
zhNE28w3;<m*V?q(PE_3WZH!Z0o_y0=oVrx?r!g!Ku>p)JGWfr7Hurljq#|PwXgv8+
zJr#wx>yrvnLm@&|UAHy^iExUzwGCj~lL1a`H&jt15)h(4DwF_$sjPe&pE5VkoMLcy
z8$<vJ&S!<3k+*$}oSE<UAjD1t?hVhx0kM!`2nT$`l0<AH99~;()%S~y1)|YITXeeI
z>uGJ)yIr=C>f43F<684{)N~Y7RL#3nSzB3B<5cw2wC%0u-f^~>LYB0rj_^nTl4u3V
zIRU)J-Yo`W>;T4mfHr~z=5ip%9*}xS{8T+udM4y2IsH9y74Bczw9h=Q&)v0Ns=eu2
zyXLsHF0V<yqiZR&y?ghzbp5`bvexSlt?KPHbhy&oC@E@f_4G}ewko(H!RU+CMxp0c
zp7iS1B(>G2ow~l&S$EQWxzu(mg@;jU3R)UEn&$-*S2h@?r7NPLs;O?G>r-x^4YZGP
zv9~Iz6I1EG;YH~ioZO%MVfhuw&S>)T#^$x<?xWT&>m3uRm1eow7R@g%wOX#sR=HnP
z#k#qxWwqySsJL2<^;ESKj8|H1I-0VPyB&7{jZNV0Vbh+LB(Wq*NV$uN6}-xW?MYSE
z-oDrj_sxU{$`sO9P<E(O8i)%EO*W8JppBpip;d^|^f^|s;=YB~{Kn<o?c2{SHIA^*
z+LpSBcC}t~Rr2ko@2=2QR8v*IM9t30Q%7FaJwx<#&OFl<2t&zeHom5mv@2m{yM+zH
zuUBhLL0awJ=~+{CulMVouDjlD70x+PS66eWdB<I@tE{PU+KRVcTdutN-FBj*+)|W%
zF#KzsbC=(Vr>eUObX9{#YB8vEJ!N&K!%uD+deKjJ<xYgV+8eMrZcuKzg0jb7ZMipJ
zQA4NeYu&DTvg@Vv-O1{^1-r+}s=BJzmr+*w>K}0aXB|;eu^@pzlq7#DQkY5;`BIdm
zK;&@ghUes@@f5U%)jcOGGD1|B2utjt<fFbyQ{JT;bV|SpQ1z0K4I>o-l_@9jR7Z$3
zHt>#2S27Ue?l$eQ&!SN&LYb^vHK<7)C1q`a3m}jKPBgTI6o*L)>hwqO?B$-O=Vrdt
ze7)rbuJNt4zOSgTQrfit0K3<4SMZB&ti07HuC>OSYL1H8Pj$LfRIZ^+w@XV@zO(e}
z<H@0jJ;=nL5(kI|er5nBHuQV&&*wh6<d-@w`nQ&s`n@l$tu`TjvEQhJYN(-AGHW!&
zasnPhth&`@w^-KE)UfJYVft6zW#*i1YDXS%^4BVfpOa3~C23J@v4lM^TM6$(oVGiL
zOigSO53GrH-Ekn)6{K1_Z($yFp44Hbg4lgY#2c0mZFfGD_8U0Vw|EjlwiNoCLxn!J
z!8E*ktLks?==BxpE0=m>nVj6E(e&0`Q*oiRrrTrG&E7AT8>M|M!nM0*pkbO++Ra-u
z^a)e1Y0JK%w3AlCSh_#b`D<+FE|~OHs696NTGKw5?H8NhtDRc@nYQzNhi=-{`jdI9
z)8(7x6PEkKtI#Z>w^~(FBTQ83%9<~r)3o&|)D-UA7g1Af?N2tnab3Mw`VMzO^9z(b
z=;k*y^o!JLsOSA2gk`Q=SS!=~UaqN{`_7eoriQMsPg)USX}arb5qqUw;=bs*ChfH!
zUFO%K-h1h9Ox~wCS<gLZq-u4}p5^^^p|7jcG=IbXwyLJ*qxB7j(Op8js#ija+ZE#N
zZ@*DG=t9}4wlwWK%v7bP(eMnyFqUWAVo_-rUL@SBYMY&9Pt0M>t@L_B=m|*tGe`<5
z?z_NJRD=>u2hfsA#%AQ4e-Q5xieWQTi$tu0!HHZ+NS9ZlwDNY8rOUWhos_%WuWcz(
z(2$>7vizC!Nv5=asXM=??_64{`N$@(9H_0;`gc^?^(BJQY^z(f&9`ZCqT_y{tf9Kv
zs;e!xdN-}ere$?CmV1RNDk$n{*{!GR&oDhk^Jc-K_3x!!J<ZGJuk_tZsIF8xYfoHj
zEw%Rgn_ahCD^}TW6xTaXw(UTux-^Tzsf|+Xuhmo<*Q|7P^z>-9Y#zQnS+CY_sB7Oi
zDXjM!2Axfs$)>c0j_~z8Mbgiwtu$e3ps040`iel8ueFz}x3fy(nEIQwT|yGts#eQ=
zEys`A2{Y$C{ve3}O!2Xvn3k7zW>X7Vl`PxyZ8ts(jXgUg;R#9}ZmCanpq;RlCZs3@
zilj#+BPla7nR(1xVQ;C4M@)j6ZF2H6%<U-5OO@@o+y1grsyIRvld!9jeM#mAuMHc_
z@5ApydQsGxPgh+zv7qks2-AAjy}dtEr*z(su-8*l+ALN(v8)=i>6N8R`h8aWg(X60
z>1eIg!sT+LEF#g<4pM1;c=L+sru{wg+Phh5$F*I3LNxa)>2*8QdUm$9jjF9hSybh|
z=XIdd6lkGlg0}Ztakwgyo{bcb+$w5W_SWin{{WU+GWpDoVCb%0>2|5z)Vljr>HQa{
z*{rBV9V55BQ+A`WT3e~Ba2DyQmvF9OF4Qe04Iru20+b#*Z_chtbMx@&=jN8TT(wS|
zw(~aIrzmyykk#4-x!divyJhvwL#9P#8nq^#wp6oT%}uKNZ+WYQiI-S$pRA)UH02#)
z_OHy&&K9QT#KPpIktv7F%uA&ya7(7iYi(Ylo-HLwL2wk35EeE<L}c8&jvii+l2p1e
z3B}Iha+1?ZTaB5cu~&8nu8DL!QdEYD6cSu5ouWwR4@jK!=I@}6dGia9+RERhbSUNp
z`$p)la=okHw_V%O6dHZov+KQEZnjIh?KKsYwry2*`ga<++-+5DS0su`+O*Irp4ahA
zzWx(ll6^1pSCV=eT1V9vKDqItwN+M^=Pj!1%f4mT^1D}7GQ(PJlX%mWE`MZbDjl_5
zE^JfKFy+OIgQeSrV(qo|wk-N5sm?=sj(eB-H`bp%^(B{DQu=_uS{tCeSs$cbeS4QX
z1!d-hT$;1lE!uZaEq2RAWi1V^frX``Lh5O0eVR8yJiYvIxee(Lk^1A2$@I<6JMTL$
z`kO@6j$_@fSKT{PNu;VQRjvzdwVNH9#b~XxuTxZBE>|Y)x5d<4tSnj0E7u#(@gQw}
z=kgN6lRdF#37Td0<mJ%0$p_tcxx{6dcf6iql!nxn`-$Sna&V2HwIL0Jl)8}~UGj*j
zMPUe^Y2+$)ac#4RCPlTmhs;i4;i-3)<H{Z47c1U(Qps~=MI~3-O6!LF4ZSA%67^-y
z?q_LVT)NiXr>ztkR>N-PE}6P>Ij&YUt+no_t-G@AEfw5X+biz(n?<V9<#npTL2zu=
z)TpkilH*NI<qO^P{CmF+ufxaDwvXlggVHvJe@pZ4RO(S(eC6%4n0(CUUDks_ojmP(
zHBH%dPNLP-cKQ_~OzI2mRc&QT>#5MHmAw5uq5D-DK3y~>yVbn2)>>znIu`X&r*)Q%
zywK_mHGiW;JC&Au&9&6OLvf@{Q#BO-08>c#L(DD4mRoco#DJtEr`cajUyc_$d0*<s
zSbD<sAEK<Ds(GJu<R#0JdPwSbE!t*_NmEtdC@$%(wxWW`T*a-r>Uw(X9r0FbN++&X
zo27L<Qff_G%RgXZ_(y0{j;9>Mu^HK^HYJLOXVX5ZIeCesAq_On%93S^4wARub>rS4
zVu%GK2=N3huJ5~208v-?%2cH}lfJqDC^yGiJyQM`9-uuW`dIY)>g$-dZ5vn1Us1@?
zqeoh;br-fZotC3kX<PoawX>@%H>)+X_-bo(&6S&_y>xXqH7SdNY3}V=E)0DO+|lai
z@G|we=)=?H=hXK#k;^*1Rajfmuih1=wHBhQ))qADtM#u=Sm|{pnYig2XYfk;Ypv?l
zL3?fcla~8^#<9C=H!AAYu*<%yem1;>sju`G$PZtM=U=F+``)6pr!IBPSEtT(^D#P;
zmt3W;=I<_8)^$|;pyl<tg&JPfqU>Wu+BEG3ovT&u+e>7)+iETMb4=YGz3-U4Z|Z~8
zr!us?PKM?Os19`NZ4FxOnd*%Xs(GQUZ+b0j(~7KKn?iJr!u0;0Wt})~73kCKGi_~)
z8Y^m1YHp3XhZ3x?EJGW{<m6{rpO8u##Ag}BT3m~pOKGRt9*Hcl>H-~?Y&_ALDN-L<
zLxG@?bBRI}q?D@ZNk^<RBQ;wiohxjs9-#gTJhJpLedgY^=Rd7}a!~TI-%nL~7n(eb
z(|VU#X)Ot%ImxValbWAY>Ky~DZo017s2#r8UZt_=+AF4uu<81Xrl)66vuge(((7pS
zzOw4a;&1D6(d+*J)XiT$EWEC_a+cpuqwJi#wdp%G(KlObdUHirUMRGkQ&j@Tr`Po>
z(@)zOs!6q5>Df~VqN2Ca(owP<)&Bqu?qd33<xi|mQfr@Bx=Pory*^oMF7NAm1@A<$
z%u7W|k!P%W#=Dk|sb;Acx)$%PThmiQsyfDM8d{jHqo}vJTHh9bh`zk^^UQBqT<g?+
zlI=Qr$LXkEtoE)=TJ)xw)EYNWv88PKYRyAaS#Q%irkaaUT8;BjHGI?+%v~s`UN<YP
zYs}lNl#Wx|>38kQ0ouproo5k!O2Uw-Nw+PANVndlnTZK<iUmx}ttgvtJQSdmsZFUV
zB_|TEz<>%zu6C37>aZb4fVdR3bB<Z{P55$uy_3=Z0HyC%1Jp+?IiddfTV{;8{{Xp`
zi>EGX4qBaI%hRvFhw9sp@w%zHS#zf@bf3a#y{pR=?E8c1A?pvrgYgr*{vZ7Oy7SKG
z%Gw`Lk6iRU%R?(m>s?f<btN?|bxT#P+^Fss9W$(r71D~KfSOB%4Fx65i+yeK(9L^x
zy+?ecuk&hVW=w&AG7i9<$&>cM+lg(t+C1VTU<OE&f(aO$PaK)UJt{(CLl<~rZOoU_
z>We~5nRi?&ZGa_~l_$DDN;}joD|2KmR8fpJsGy_`k||5q)*9b=y(u2Ya?kN&9H;d2
z>xYrnZbex2EyLDtFgb^<X*IR>>2IZ|<fB@`rlHGyyG&W?bnc~NQ6|`Gp1LqqSEbW#
zyE>=o4MW6N4=%Ym%}q(k4r_AzoBBO84r;DjYRf*c)9Jb~^;Z7?;?_FGt7uhIPu76*
zXnmx(TX3nRsVNUO^L=f(#=FVL8&98&vpvt>Gr$f^!R~tyME4tmFgy}twCYP?QWBn-
z+%OaKf`aEZmg4*JmQyT{Le`*^h7gwaTL?*^Q3YyJlq*r$sro-hh3oIX-5%jka^vv}
z{{Sds)WvTy=rk`a?N{wFqcpaM)qKmP(^|(wa$3OFpQZl*i8rbBEj1r8>)6#7YG-a*
zjr%(;IKzo*zxz32w;H-TU1yM7-sO&_<fk?HlgaI7-7{LVmAda%a{E#W3WjTK?p}0_
z^18!b{kFQDZqnQ>l{GX=skYoH9d?qwh2|?M9(tYj-E-HE!pGL{;w`1Lwf_Ln7odGN
zqw25zqHnr@)@sW8ReM_BNmt*jwyG-4OQ$vU9q!6>JwBMy`d;sFVyd|}nhiRN%~7lD
zmfL2fOP9uacleF^80XjF{{YXscPRZx>kTQdd6%s;6|0+T)p{>c>J3?Ayx8>)pw${~
zj;!DHb(>A<ip!dAx<2_yb87RaZI3qfDjcL;!rxIzUjG0OhQ7HhUF;RdFu6H4<x%q{
z6)d8u!z#rCvrdZ!nk1AVq78ObQlqk>b5IIEaCeGU(GD#`)u{tzBT{LZuZ82O9J1!$
zHF+tjnb%yJ=4UW@O|9vut1Yzp$Cg^pQD`kx#k%6!TDVZNsC2E$)pur&xsV#IrA1(7
zsjv}Hg{3e(8~i>$4)6F!)9Mpf>d#c#bCWmDRa;T3E_Hm$w0~&s{L{PYOJ=FMu$vX`
z^{%w7J;Lq$a=_gtw5q$@kyB--)YdE8DAWt9tDvRlL8<=$3jGu5>(D-~<%WyZ9KiKE
zpm~GK-9_s6OIfX2@~*Q`H*L35YudUSUDEm~bgRr<>utAt160~t?iWE@ZL6ofP|{eM
zq^zm*#s2`q?~*@^A2+%2>KoB5rjyWrrw&Q!HgvUhoxWUXPD(3Q^BYfFbt@N!FPcL|
zU8wCE4$nbVWVhd+)c2)atE#P)w`v>KoYI%3T&q^c6~~KgytJ`Bfo-Mc)s4*I?7XH`
zCpg<pvZ*x(U40YCTZ@!d$w*~pU<81ooZD+@Kngl+Lupa<s*R-@jJ7Sct*IX;x_05J
zd3CHUJi*c|-YIK2cde~=ixu|eVpTe5H3pZw(%me^??k67=qT<i)>F{CS7&y*tt`5~
zrc>1jA;tZ6dVKYL>s!`G;M@3vb2pxztND3wMULCA^uwBKR_Kj1=B?Cv7PFRo#Jpa4
zd1bA%+_ZZ-a_y=v*QRQ8mG-95t#3CAPKKz_me#CnHZ=vO#64g5m|Je2h9wu_wBI5q
zZMQ29zjsjAbIRd!VS3Y4Q(HNcb=TG=HC3@TdU}R0789v8PLyZeyItF&(~ntgRBNR+
z`-``Zk@`UNzs(O?9-}#J>64Q+dTN81+|#MlG!`oTUwE#t>52+F29Uq%{Yzhbx?63x
zn~OH;Eh(q3Rh10e?KfM6b8MS^1-iPbshU@Hv0Obk#GA8Nw6vxYtRoRKEKkfeD~PRF
zW**~nE162jNs>hCZLF;UMcH&DDPc<iBNQm1Kp>UvriCD>9=e4opR7_&c@x6%wE9)_
z8|u^6<9y6trJhaSIljJ7SuJ{pm@HYYx@OY#n%jC!?N)%m)c3m^cdNbCT6XY@PMEPd
zbJaJc(A5h)lDtw?uAizmOJ&B(a=2Nq6jfI1wWhwV*>ks7Fy%FE1;T;#($`T{(>j#8
z#Z@IsZn03qiAvger8cmYAdWqQ<#(uGTYu#JderByD|E{FH-F}3n$xFrXEUrfnk(+S
z<wmiy-n8YPm^v!)ZL6TI<<7Bh*|h4rW%kzVb$VvyO7&ybyY;RUU28s7b2nV-PHl4w
zn4H|y)Rxw-+{M?Lmt5+P?ERgaE}W&*TITn5)YbHsi&Y8}Z?fAJSy6E|n>{g06qGck
zo{_&|kwrY@l+5JJ%g=v-yMsS1DKUl3Fr}BBOU)%~?{=1?Eea>RWoScSHlzdID5#?a
z1O%jd;lQPb5}-Ck2-(>=*D#<(h_SsR-><`~*WaOk!{5<fspn@dtXg{W_^OufT0c+G
za|c6nQ&H$z?Gtg<*SheBE}C-lrL^^>rRg=(qWt|PqNlsut7&vau@tXTQQoc=UljG_
z2R}Ve>aKfwpggkIn!ew7)>^}wJl@w@M?zn2x;IH&wN?E$+wI3x>I)s2b~^(i<*8`C
zs=o74L+@1GDBrAgRaYj|{{UkvKMXHXcK-mw=|71rZReEq+=+Km(CONJH2$)<HO*?F
za@DljB9iw*rkvA>)AiQpH3d=`a)OgsKdKnFvsZbj(}=UsR@c+w`2+ZsdW-bm=_k||
zqTXNA^76Bjo}}up)q43_w@g>+Jx6X<r_n8FEkJaGwKw*3-HNK`W}~uID)7BCUw@&y
z>CHc1Yr9ac-Wzj>m6n!i{8tme*4{0NOk$~&#2uZSC(#>e#=Ry%hY-q(O-VMg>k_0Y
zi(LzZ5C&wD5SIZ$LMo7y{VIznirlJ~R_`db{5kz|55w=Cm;QBsxNk1`{rq>9SMFPl
zAIyX8+O2=a^&XJaKiYd$Pw>0BroK{tWX++cMH2e0SG&D8xY&QIj;iysnIG=S&Teh<
zeCdlGiT?m~UT160WDOUl8Z7C(A^o}4S8Y%<&Yxf*uV%?%{wMq@($BQtw?RuzlG-{-
zc=ea?()<y5&-jvZXPVsf(!A8tJhRdKw!2l>C}^&la{mCWH72vZ+pLE9aH6$YG~><H
zQ>B(1q@|@(hN8CNT~wARE%hA*Yw1U%{{T!n6J2`M<*%l1SlaIG>0d<ZEB*UV>+N@`
z>Fw4k%@<nEkkmIlD9u~Cm<uJfjZLfQwDy?(Gjwp;C>g#RrA0ubr(2_VnXD1H>|S-H
zcbJ5fqEm_YLTT4Tys{j1Ew;d`Z!G~U1v02xz2Qqs_0*J@Q0PN@K!i9+Y?=T~c1f;+
zqcd%Cj*$+)k>UV59mY4t$1^xR`0f{``!}t=PhRxbsSizB3!PeOx{A40EiKMHFUu><
z(!o!2yZbbbTkTr1<)<z>VY`i6Po;;F)lzD|htyP|#R>=N{mp;YpDB4W$e&a^-Q_Q*
z&TrcJ^~voOe70M3S2pa|i(UHLtZ6EA)sp3NsiwVHXz1)$KjD|k>!p$U+aq-rXX-6(
zuG4e8Tg^4vx7;pof0TvJ9%^!zm3)!Vo|-ua%iBGc{{W>cwRH}qwA=Mog}dGKcB-}N
z%@upMX^MLtg2AU;u<L6@i<pQESe>-eYMUbls?U7W@737e#}b^xUzWqp7lbj1%3?^{
zocY1z%A#6L#!%uzvadF$9dYC>Xe_BI?$(`$fD5W(LP1vA%1VBY$l9ub(1HM_b@Jol
zAF7Y{-fM1dRBNwSI)9p@om{|W6%`NjH%3?KJ#Bwt(MwN8!_Mj2i#3|yhUw^jl@zKr
zh7#==r*(quF+-envXZ*>r>m+yimvHnxHKK2tNLn+t8Ht24-a~dpt81JKt)3-_i5be
zDS4#zqph(Yp;xKzR9}E^HhJC4uT?zr=Wj0gzs#){%O`Z!m$&KL?biEOM^U4%DCSM2
z>YG-YucXt~t#eseE?Qp6daXqrHAA<9Y&Yw3R2G`Mf0;jsor}_U;|b~SncloP0aK<u
zH@WFkmfG=mEf1-*&n$GNwCC0S!%K11RbJKd-*lyZ<jtayg;H9nsjDva*PDgG>KZF^
zwe@yoKi6=M*(uf}Q9FQ6VG@KhD*MjLyu_Td?k!BqF)G(^RO<>-P{>^wOGND{31}4!
zWy^{!NqGxUH3$Z)P@pPNIRYz@B%LZ_=KIqB0IThF$o)~HH14L<`r`NLy?n{EYc6zh
zV@_%h?DY>d?4QIfF6yg&?Z#MJSDVe=(P?JiY^~HHwYn$RqHI4!N|n0bsQ&<oSL02j
zJxOvEzeRqIITxn+0qE4zS?Q`YW#2+sY#Q;(ts$!P?yA$5DrdBYvAt<KLlqTvCY-oY
z(^FSmU#O_M8@2NC<J6Vyc~j^!K~(cE)#o9!iyXD1=R#|>?XIrBlhtpy&-<xZtxHwU
zQ)qf+r9B3w^`~hrt)ULoPzO-kh-$u`rA#RHgYk@4D=pryAJP1#^tP`@R-GHm{VQ$N
z9E^U=X|-Iedg8p-U2d0KrA?Zuy4`cFy4kBV>t*|GOSZOIqGhT@y-=#^s*Y-N55nd<
zMTeKL^}91J!?=TQrRLEn)9t#Hw)4_q#I5PDukjN_l?K8}OQ3|NG}5O7Dj`%!R>85U
zup|XifKxPsQ=KVs=UVwg&6INHpPUQje=yO?TC0s^nwOdj(OQu_x~aTds%R*ytyKEd
z+eVst<waL>w$fHmHFI5EHBH8bo%WFBRXP{PfOiw*&e9+elQS`i>_o(#JKT@NL!T-1
z82<p_*1LZ$*T`43%^xtExvNjz$1!Oyl-ioNR=-bAs1d0VXH~l4cB^33u~nw3su4|W
zpk{)uh`DlI!>2lHO;qX%i9J;I=2SiUnErAg`!wLdTgu&8C}Ah9$yc`9y!@)?7wJBj
z%Pj0oyop}r((ipHHcJmXRHwUnbx?7kv=UMXQ3|$^*|y0h!nG8lwF7wEW4+wd{4hOB
za&yv$BmHM<PwXJ%k3XyQ&9_BX*|j^DElp2Xt2EA})z+r3)(35rOQ2JheJ6bmE}o{j
zhO23qrgh+&ns=4gdtIj2rl?ky)Rxc(xmQ_GQk6PVoEH{hC~Xo$ZKU)jRnn5BsY>My
zOU_<qT{(B8Ic==@v&>CH%MM$i)aX42sx{W9zv#^s@1Ujh=>02nx>eb9@~RM}A=a!`
z`Y&}VDN;x<InPt_SJBPy@Z|phd|&(L6xXYy>tko8^tNvrT?<y1Ubjt+I-&bgD2}6X
zY14oBT1pLi+i&yMpnVdQ*BeAk%*eFR#N157vsj6hmsE_S<qfwm;>@C7NK>T&w$cQ|
z%C;E_xd{XlXcSJ(wo(b&P_00{EHgErxsN&ZUaxlU<CJ#wEt^|r6rf9P){#HnE+J{B
z?$ag;r>*4m6t>2UNbE!nvHZ{u3>-&sfFxrQS8o6kBL*YLgP)NwKT>@Q{4?l34{N8W
zYpn<3S$oy`bC6GR%Tf(LdD0B)$K0dlgLlm;_MiSd-z}{d{bIWvMw)L~Qm6P`s;#u&
z9<r*x*tZI*mUokrK8Gs&(PCz3Fxha+$+Bi9ou}e3$RN7m(Ex&UyhM$n1wg5#RA>hh
zbR1*PL$=e1BN*Q?k_eMK0DSQ0e)~iNI5V*)&wa5X2%bac^7(S-HhG}FPqA{O<tq7y
ztryDrTg_!necqdwD%7_#qG|56^|V&H%G;AVXxkdDtgE)$>S}6I>+ev~y5iVx*+0R%
z(RDtytk&MYxvyo=THn%-qzYbO-g({2%}J-P8pBp=8v73~Th!WHO=!I*Yh~sxHMiRP
zjT#-iUFvD9)+$?l#ml7~){dZ2zqQ11Mlj4d%tB!+N>bVjY$}O)*WCayD3R*{F!QA>
zAtaRdstMYq;-v*@2^YQ2fDF~h3;0IE_yhhQzLq}_E_L&xMEaVg);DTx56io5rO~=?
zOX_=$nQHF!Rr#xB^67A`v(X!hDYV;9T9{gm&XSE)nv&H|P?bLIBUOEd^@-?S?f4yY
zE0Z6HH>SRB>3(6}?Y!yKHeD6UjZI>`Sl6O#I+sXa)n-n*u^m-q=1uENUO9PPSEqF=
zWp+1BUahb$yH`|;#k^{sk~jFNY2Qshh=(=3XnF<Z1%sEGH<?-n*`(<CORqHb3T(Pn
z74{7l)~L5zS+ZSf>S?JQ)EWTzKnK577jlbD+ShM#>s3&iN(O9HmbwJ_@9Nvt*ExM^
z^Q%{L=bg7(byl|4>eK7JQfaz++cuR$nqN&@G=-VlZk%@GaH6%jPp9n^G;W$Q*{XFF
z71dtt#=hZKSJl&oc83thS2-~<<hN%hu*q*q!KRel!S5WG?xyhNumu^~D_Y)~W#3t8
z?!sMdb#Gg3q_?sKT}qD2iK=J<suf($Rs;(j3|M-x^*zkLSzP+p9-}$F<(*u><_OcK
z{NA0nGiR_e=A6>jO)SW?+E|wD^v_e-TCH`W<Ml7r)YVp8D=Y3bRh88}bR)0=P7h!|
z?qK&lr}=n^k(>$hB*^h3kFhXvW48x+-*YpGoKDaT5eIpR@!gnZsb*T2VYD*C4I!3V
zKnX)lG?0edLPdg5goLCFfC4lLB$7=@B$9I^+>_2EcEoN>jkm!h#2Jl=+h~pn&NtW?
zC-xEmz`=-tlb#kx>;NZx><|6prhDY@gzvN-(;iRQz{oOV5rM|6NPjWpleSKKPGG<@
ziNyDLJI``F{+=KR5I{0K!9>Bp$8Ol$_nG?%>~KK?8*FAH?Y46R@71)=2u1B3!oGoh
zbTxGpr}C(lUU30iWl0JFU`9g35rRDKHtu2GX`vN}r@1yFO2SyEfObo)q&5K<C2TE5
z5=x2c2SF41ozHpR503j}V3>{oZ~*TfH^z6^d=0^p44x2<Vj7!8-$Y&Q>85#L1v^nr
zp02IGC2b)uguw)@&t?_4kdwt1v>l@4g;ZEB=_%i!xYcU_<OF+-C^*#j4hNSZNgzk$
z;xRiMW4Qw#wl)CF&yM1|6%`cDhpC@>oz%=Y!;58U{!{r}ZAns20U6wUPY6cOU!pYy
z2vUV2D_cmzlrDSZ;K2HF6H<T9m}JHQGC<>1aSLf`L#SI$AP}@T6qO}Iw?e>DOb}sN
zDLaC5xZCyZ{){CrI@Q6kj+%zYxf3QHXtc6UB~FKTjE<Pv8`k=A?h@7d)EhAgb;gle
z(m^B=g{8DrG*3}b4KkyZ0J2BtL#}beo#4R(WX43m&e8}!J;dNj+D>=LIf>XtB1U3o
z0(S$BVP22Y*QA#$w;yG~I=UEnHEp2za+&4*QVhrCFEk*W1gRxDt;3i1+C0-Cn}b3~
zG|r_Cgn&uvY5xFiMEFZfcMAqiLQst-z%XzpI42?`WY79IW(W}n&flt{c8L@4JIEF4
zsOsof?N(DiO5o2$LrZC7Vn_=}B_xopq?G~)B0&R-dEECSxX)~S!PsOU$^jjaf@B$)
zl1P$q;ts_9fg=zicp&7==3*oDoRcRIGX&xzhu?F#oxFGMaX)NEHdCB;`^h62Im8fT
z=V<Uyh9+c_v5`CGd_?WI@0jj(?UG_Zp2q;^5+|k(<i-eF$8oWUB4Q#)owuBc8HwR%
z5dwFOj@cM7`$S~H;Run9!GjVuf~W%o{+Sq)8Q_3Ne0f)a9gL0SkIJsbGD@6w9gmC*
z$H*TCA_&I>$d4dzB*BS^ou|nI6T%TJj^}CZ+a#FBa1PK;<A>GX<e1tdMCWJ($9x^}
z#7T@~oa7lj{0Ki2jrSlP5GHU=V+R=VxC3L_2|fYg2$0{$Y=O8W9{qrviQtf6_JBLi
z1`c;J0qujn=Y#ZsJLi00e3_HHoMU2dkppl27<t%sF_0!cctQ;R-KR1H#D0Ky>~X^f
zIoKV51Wayo<Mlo8cw0^;aV7{m4Yu6&-acc6-ZLgn#{&brkJMmhV}v4m!NKrUXZqs=
zW50Nb;P{Lg-g`mB4#3F7WZ=gU?em$Q@rlHDC;E=cfE-49oB_ON0s%iG0uO!=>#x4?
zET6d`KscR_4{%0F{kTz)u^sah=j25E002GUsfpXqah=E{z|KKGFbwb#Ff-f<o&Nx+
zz`;13&yEm@jo@wM?TIlXd`yfCm@3?$V<ZmWxxtY=$82<*ci{pz5s3mP2WbTFB6mCe
zjG}S#JB*P4oMd1@J%R3cLN4hkU$3cRl9{sQMN5fkq$UYcmads9i~uC4kODv|CII7{
zZZFel9WLFzjY&63z_cO26V|$=rYdU`H}>hoC7_{#89|ZP#y3G(7`0p8)fZT3sfDha
z-2@hC23)8h!7F@18t?7kPrDp(o}#`zf4V<f?4hal=~<9{npBhRpa~!?Qda2)E-hV>
zkTE{7rh`4i?)v`#WM@s3*0)uF+yx0fHJ}_TQE?bmEoxC(iBi_0r4<<}Qi&x>+DRmm
zOqt2taF0nDj1U1bU>O6v&JH3cVFq}N=eNl@7{=K+#26dL#}CHRa3gd6ZhLkk&*%pk
zMiBAazTbR-8J@x>Vs{<h{{Rv)NcrEun33~7WW#9*oPL<ef+Bk#&_EH67*R3_i0*I<
zfxn*<xXGMwhhJPV7|1i2zyt}-!ZZ8*xRe7VW5)T9)-j0NBR%+lF~7#*KS?B=hQee{
z0NIZ@0&;s12hIQ+b^~+Ugd$(A(r0i-bG+mEcbGr2&wND3kUN>~awqkS%rD#%@h}M>
z42hn?PTL;bG2U^X{nt2wi4b?&Z;lZ?zWp!t+wUjlAbFkgJ7*J^Ga&wB!za9bf!=2r
z-?wea1~-V3J|Mx#5@29QZRR7f0!BDzI0Tat2-ty-JMV)49Csw4msh_N59bg}i~)jv
zK!}2Ixz5|M5=i;R*zbdw2Lduq44m;C;}{sk{BMD=1LQ#mdEm!?Gr8UYpE618HtZvW
zI`?>WZDL>R9gko;36dZ{1|nu+cnJ~=#z%QMg>TwO!N?p(c!MJYv>w=u3D{2H#Kz%2
zc$pARGIJha89Vkllfo=cXX7A|`ozw6Bz0u(5i!EXz+<r_V3K3THi#h1XK*97H;5qk
z$Op)Qzj*y8iEK>7V<#B~cE@wr_A+vKLzDpgeCN*D#t&l?2Oo9}XCUl<Q`$2Gf#1Bz
zh!F%%M)S956B~AuJ;}#-2K($h&)k9!$B~cb7}*GsC-VKbh&VXM!9Ab|kU-tWW=7jY
zd5|)G3794T1i_f(o$(!xV=#8e_{fvNF~0u*1j(7~Nd(Sh@41NK2$YfFM(4TgAon`~
z5@Q=|WZ=k*j^+Rn08Sv7@1DToJ&t#gFf-tokr9I<VZ)pfOu-;d3`|7!1`m7*jKL^F
znJJHfAQ80Wllp#X&Nj~vwDw5{Y<|85{x>-UiGYa8iOd2rVhrYIVIMOB2NDGBnV9|l
z-vq?(`p*bMgWfz(k3W6)0&pX44%6Rn8+O~~N$-i6jugg6-bP3nCo(&EFabUB!X`}4
zelkGV#!231w&3uDWhk!qOME7Z;a5z6dcC&aT3IUm(pJeOrGgcJv>cUAVsfWby;mad
zZna&DgqLa^q)jb%Ne+Hi>gdY_vJ}3quWeaE0VE7+_`s1p;s@VzB+TREayUK$V*&s%
zB>5Q;Imh}32$^Z*IS#lE5w-<s3hu6^?zSgXe<(uHb)aZUi0TVVHOimv(qTjZg=|zN
zul7&svt_*6ZlP1{Q~g3{ZVnxX{7R^!pk+VI{B<j&fduiV@ALNUwtNo+?dNGB@^{WR
z+qQgdlO{lniAC$(^+r~@&2zU;*HBcjfMB|&lvyO1gualbRA8oI#TX;81mg}!kVnK3
zje*4HZHD;TILc99uNLob=<ZcbC87BlE|+Q3w$#sil;pw@pKOx>IT#rvY9=ZGP2$6A
zxPqXkA88A=R=P(*Wy-oDCQ^-yFhZ82B#sb`WSIa=ZRAIR-vfC&_ThunH-Z4kkv@Cm
z2^sUg@y6He=-T1^)n(qs={-snbm+O!r0fva({xpmNI#j$%7!5)h$~6eJtoy%Y`mwW
ztT#tm+G<kRN|aRfH9=)<m_Z>RsPu%83W!e#dt+CUFk?B~`N%jvAjyC}$AV&e2_$&h
zMn>~HcphVm%ByvK2?Dx`s+LJgO+yZ}m2?#a1Sv>LTmeZblqo=znEp~tkd4o2jAR)R
zyykHm4*SVN!>#>phnz?m1NGRz02si}p4$PzzWK!X5saO?k0W^z0Pvth_LwJfKX3^r
z;{awShbI%<ME$ZS6N$+g9%Nw<{72vHtT0S>2LMUjfd{q;J&)fcaAQ9s08Dn@^vC?;
zAVfz9?q|j`GqDqy8T$^y<;MB>#tAtfc=Om96CP1{M=Nr&kSen2Tb`zAn59fe1XVhx
zml*<3X&WSN0>tm0QomH1OC{E+E9hHR`lYm@WCy*K21jGmT`3rY`MzXn{IsT1HW#W?
zkPT&f%SwO}rkZV*5((}S@*Rkh0iPsZa|)<a>6(^Q4A#_AQzNEF<_`*@dtpt}EGl~#
zCuu@D`yj}i6z)v+2j@A=!P;kVOan2t03c3C$&ne~=Q*55?Gw3!)8BovH_wRQ95dJ+
z`{G2z6CXGj?HfouB6I63v*<w}Vn~8cJHh>CJN?Y&VaPjeC&-X?CIpF*v>Z-%F&(FE
z<dS>i<2c*{<2y2NK4irF<cK3Z=OY;;aEl%D(e0q=Ei6iMbmfqooz1e8_A$Z5O&y&h
zrH}smmOuR_Qt)xYE!Q@c_(lCA`0C%!fbtRhUD<hd4`#bMODz&`EFjmrPJcJcaNr}R
zI>S1*R1f|5?_+JI<x&KB8%%l33~_m;wRLrc*4bHIRkcKyDHOl?BBE4XrBb9exjjV^
zrkwo1r7Aw+Z1s8n0K>Ob;(zesy@``Q_>-&n{Rd&6&BnM%#O`MTHpq?6-LQOlo@oSx
zqL%ejpCP|bgnl;mqQAO+(Qf(o7ykgLOjA!h^ro@SH%kSVT2c$WnfBPODOXa0dJyY?
zVVd@`w%-#8ehSJ8R71`CWN^)O6=k-ibd{_vhta!k0g<;_6c0;?QT|n+sS21$;^NbI
zuCmo4s)6M;wDgs<NmDPNi7h(b0+OIkXRSZX+LE9YIf9<L!LO)(nz6s8xG*}B*-}$d
z%9I4XNb!R6N<Z?A^q476y4V4wok2oHsBOejfB{Y?->zeU7PSpDCYBbq{QBL&xf^7C
zx6at?Gm!+&J8=`<0f@|w^CDwA9s7~IPa77Y(>EPH{{Z}9KJ_BjQBPXfKGT>|k{7sT
z?vW*>9FVVVO9|>a<cwg9Z5Y@M;xpz3N0}oZtLpc~83Vjm*f&#mLKuQb-alLdc7d>w
zw0?tvd}L-jgAir}1HLjb8%GPwM}N2VA_n4f+i+l$+DQi|`hK_{BjW>!66Eqf**{%1
z-3*<{8JtKbc`$Z?jAVceW_VHejPF0bAjh0`{RDh?FbVQE`2?H@+IQd|8~HI4*qjd;
z-ab3i*N~=uHPduu_jUEdlb!b7XMec!J~!P!@UVXK@M9uz@&NDLZPFy47|1x=Xx=y9
zyqrnzzzOgF0HZ)APUpV)#?mJzFz^<?yMG^f(vdUJjJfH%E7<#O1en2z?gss%!7&lO
zOpKlp#@<E@liVEV?HB<4pc66LL5|<Qf$}gj@h5%B0yDACR2)d{ksou8BsJ%sI|1hm
zkY*!rCUf@MFi(t=jAw=OJ3>K{H<|8WPVt%SOiED#2sjar@v)gX&Nc={V95x^+i$md
zoXD8&KETNEhMI$8bCt5=_3k$km_Hk4HX|QmNyK#tAASiid*^QWBo7cV`%LY^#>cd7
zbKD;}2fT=b@jDF`m%COriicWm-9U1x+mr3lvH>Pl4k$RW0ZIie^cX*wN@dl0x9x`x
zS?f<PJb^wDuM?6a<H^9mKc@0Y1W(Lyb4f>4TIaJzO#M@Y{{SNmEy9q0=LCb&FiMoD
zNC1@(IN3{DQqrJadaqGcwm}G{DWkT956#lIlotDmACz??@~Cx^HXK{k>dT9buA1J8
zdp#3?r|GTCHo;iw0$ivFOY0;Rbto+XN?9sOi0b0?zwY<Lb#HGCGV!>I$<nE#0o(o3
zn$VJvw9_R0WqXM!3L!MiE2RZMqy;H(6rt3dDr$ckvD*4Sf?3g1Qjk(^H<DjbPyr=u
z(jmaZWd3!bMhN`9X&^w;l%*(@sY+6bDp4eoR7ol&MoNsvWRsKg!jqoc%ui#!e_&&=
zjerXLJSj}Pyr6!e?H2L+s0?Lp7ptY!MAufl^J*l9I@X$WW=FQdI$8lRks&kEl*)_)
z#wlC<j>B>=V;RT#NgGEC_9G&31Gi}H)1K22CO9+j3<%p};sO4hCT9dk5*gF$s5u(f
zT4`ToOR)s!<WG6noS(GrH{XT#G6p1e$eeHB;z0Qr;e5pGcRTiu<bgY4An=JB9rqZY
zA29|dOz+&}pgeRZodvhrg4}h7`A2{tVm!$k@7i+)L_q-Xb#})17=aV9$Bx~y4C9E1
z^S6BF0N8f!d`>nPV{m`NzF_P?5OzDvgMbM`KW2xnel^w%AA=o?M(}WRv6BN~02r6J
ziQBxHAn)Xp<jEO5pz#@vq(oys5%(tq>>y8Z0fC%v+xiJ20o-H&VscJUr?bc7ojv?b
zT#U}~K7YncL6WZ9_~0|#57Gv9m^qAOb_4f`#P|8eF$cVM0(-zdPX>G)v6ujECUcn`
zvU?5?*N^P4hE?jXa(nJh@;8l+M{MKbHdDR`$56!J$7u)r36F^Z`yJyr%p3^LBjO`%
zxF%!&02zUd5sYISe~b(fJR!e_-N!g&{{Zf=QbF_mJB-2ZR5(%x^G5lTl6#EA4+b)4
zg|>b_XpN^4_rZ^XI3sW|vHQn-?nI2n@g(iS9d&-a?7=z44pS5G0nBaSlf3Q3W)61W
zzs@6n5_@9<Bs1Dc-bCX&f&EDDiNxcC4l&yTJH!D8JDg^Id+>nc*T>HBExVW*#EkA_
zd=MwOBexOT89ANA4WwcK$H@jia!kYtiJy_5xCd$5Fnf*wXF1MH{kJB5*gtsh!WZjY
zx!c<e=0u!!69CR650gFw9D_3%%uM)**a17v=WeaDoaN+ZJIFFdJH+IEU?&l_cRVh~
z`iX(CJ-z_%5!_60hFm<j54!&9LzzxzJCEDM`M}?Wj>a$~3=t+H1W3u5f(h}tC%N(1
zf%=#dWQ<^AF_FUR9X>Z5w!tGi&wwLg01gp)>ah2KFb4754B+Fx+a&lr5rR8!zTNXZ
zzT@=o!jhn1`~f*18T(EM%$%MH9gbsiJYy4#`R$y?2zAS!oE?YhnD_xBzijt|8{iWi
zx9l)73=bXVWA}&!eV|Xy`~I>I#^VNeCNVkNd;>Y!AbB!JfMW<l2gx1hAkUcFeD93o
z8!7H)VmAAX<YebFG6>jYj=-GmXB(f9AZAG&y92@#8>(Q5#wI34bJSvXn2oqXAMQl$
zI45`=^N1#7Pk7*vHzei(nSnd`oOZ+!Gq(t<!~>J}*nXZQXQU4TO}3NUv64h%;~z5v
z;t+=<89U}g#ti<VGEeAuH<69xlLP!a@BMK*DV?SO6TW(6r)kV*w%dphh#1K8v7D7o
zNhWs(Ih>qHLL7id+F~}G5%>F$2WapK5s`tu57?ivB>chO8R1NQiO=bhFfllT+iyGs
z4e|57z|Q&DZyOAPa(F@|ktcj&eqcxuw}3#wjDf}dzUy$cJRYE`b%hc-&=u6%fDwmT
zRH0z>fO?V@7)cR4W28u)+1tFt69+T*`w1{kI}shD#P1QF@<A~jj3FGsX67X`-3(pX
zG|nEB{Zk;SoS({>ak(xvCQ6i_aVZ;g&l_EJqRFXg((=;HM_PZotfpE+qEeEQ9Zv9i
zWw!#OZjerT>D=}LNCrSVh%u6XSl)7Y$y;vs8$-d`3Z=Ct^R`c2JDvXkylDPY*cD+|
zfJX>M&w9|eD`;EPMOO+y6iICbHBF>RC2bG+KmanP$=rTXjx>Uvf~2S(qy+^fK%|8O
zfI-S~6cyDFar4Ju^xfvN^Gc^{ZSPSjumW8nL5hj${LH0bIFJHCP$?<T<ynIn3X3JC
zs-?QRiVA0{5<-&dnn@&s)=Pjw7E*GO;#C;P--IK9?RswScY{evw6I7&Q&2ssew;}P
zP$kR}{{SQxKXJz)QRv$hjjyZJ6>Pku=cU3LrR&-f*HLn${$w7NNa|1glpZ!cOIv!k
z(IHl96hG1w9dRl57fghtC=^nND*+&kb%cnN>`w#MR@YX%x2vCeq40W1eMFSN0HrBC
zAs@>f2}lWuGmsFDO}TRlnS^~kj*TTLOeN==4KjfnwN8jp9a$Yk0M1jB#~fTP*9)`0
z?R`_Ps!EWBVWz~B2x%ZTfS#fRCSwGg@s1`{jDjXW$()m!0(06#80{!;8~K8J6C`8K
z@L&vN9H9&u8;;T=CP#BSV>^O&#2y2-*(6|*-?k^o*q+iS0Za_YG3Uq3&g2OKN&9fO
z8)Wz(<0N>;$=+iyctRh}*$`*G;Em@o9lXZe5;94N&rloq$)C1o$ehGvktBB>1Rc+5
z0zUpRB2UXZ8HgDoW4;IY0w4^GaD+d&+ZoRI{d148Ihh;;#QE{w41J6N8N|Ro4+{hV
z21oh19|JMsfATyz+{puNfl2*lAQS#?iJhegHi<Ai0(b5A+B<i_nBn&DK@+i)1j+5%
zI|&0AJVs8~net;85)YolXZp!K$j&FQC$vTm4DTCl*$8tof5Jxl!8`0oJLJjmq-=44
z{SRRn{lOc+jtLt~V8K7O<_yPS8=dEXnAi@{<N5<Qn1dOB3E>E5wD*JhW_QjfFgqCl
zD}}U~m^td1f<Np62qs{}L@Z;>LEM=HNZ-luNQo1ObDRQ6n4O1_K5_Q!3}=KOKe>qe
zNbU(DF_Zp0DBR9K5d@F~d7X~=#Cd}NB$KoVJ@FaeBYb0UF&N;V7zen?8=Q{EeV}BV
z#t`^Jl5v0t&gABM;CAz{#yDC12Hml_2XO~sn8yA?{{W2v*mlU1oMv<IG5T<Q{!ae@
zq-J~cnc4~5ZiEx!JkHVw^7t5-J~I$NB-lVCeE8q`VE4h9jkpBheD|CW*X;>2Ir4A;
zjQ;>k_MCiyCPe3AataWK!SA%=v`m6AjO~B~ouB?RU;_d$a3l5Ku<yP&U-;=8oNf=y
zWE?>dKf-t<M9y;`8%&PJxFZwrI6@rE>`cx!1daQgW5JUdo(YH(kvnhL07uVs@3AqS
zBRj-z-(ws8(SUZ_`Jj?aVopHF5xI@bZQ3Ax<AfoT`hBAYAc)>)0G)=|&j{`e5%V3y
z`I7=RJ%Psz9ln23I|62NCU==8PC?*3rhj7qoWvc@cbV_ogdv{b&co#Qnc7BR5PKfe
zC=v;XoxAKHXLtf6$p>!RgXEGv-ZLHKZ6L%GgA#a*<n|}QAOkW^JpTUx%`?@)5c9bC
zJ~IFq&zRfd2H-Mw{ePHbkpc-YBm5$F-~a^)`Hzs1Gms;E<mLuIo(c2ww%hja9mYT;
z8O}-&N!)f5+IA<t=e+nc10bmwj}s<xJY&h6_97<$l5vbqK1@uAh>hd08BR%qx9Obh
zH|}KqrX=q;2tzY7^V)I@cZh=ke39JnghB5yu*^ut=k7Mn2-;lzyYHRP$$)ndOq1ki
zgmN?HBQi|m$uZu0W4Yl7dk*^_f#Ce^B#nl~H{ni1&ftB(IF6Z|%pcZ4;ZN%k5O%;a
zBpmiJ`KECk5<8d!AbIbAe2)8UPs$L?43I~7IRrrNLHqdMzXXo>f*|-AGqeyUalf7r
zjmgh}1HbEx_}+HzOpyY7XRssgA~X7lJMe^hCHQ7l`T}RvHB}$tMBUv!o+~tS<)`dc
zy?tL?HN7sU((AL**VgjNzLQ$nbj?MLdX}S5+%)AS&hGs^4LzpcOwCQmS5okosXln!
zb)Kcw+_ca<)aItA^u4F`{nGi#jRmeX*0$94O*LsW>b6@eE%u#XR86k%?T}N@U8?D=
zw%4u+qoqwt9>om<biG;;wqT6T-Y^L}%n}5^`^x~SNlFq_qG1UVRH9GiNEwn&(F7j-
z_}C0RzfW>~Z%n$Sw9{ynb;PbtT}>5#giA6}R%ToZ*>%veR)nQA07hF!WF~-Int|&Y
z=uTu>!zkOdUoZ9NGOsGr+`7>^zh7zuQNM6qi$!U>&Z)ej-%R5zR9C9kW1_FD6pTAl
zPTTc9z+tx^WezPWbpY&KySi&GR`YL3YKvu&=5?nlHT92Crp<e!dY9-m7K+pq*Cbo-
zw2!5y=>D4LZA~r0j-WLAN^RP8B`+kUJ+$-z>f@V#hj%;M^()JJXD{n@BU(RD=+k88
zWv=~su+`diDWdwq?Ym8CZ6|qdwUyiHUZGnTmWo_S57N{&r8mc2In~e2Q_fyyb1#~A
zfkeiu=DxkwJjd2|D|G`_)Lb<_xYSoIO?`fbg@U#%w3Qc2rBjSkp-vihmX@1Z5`Yds
z&AB%)!?MhL++~~Y-|vc^b>|Aw`zx2&qFX~@BstzyMSCGOBufAYCu*jmmH<+QwY^Pk
zO(W=w(kJ4N$qsLRDLPBnC*nbJ(Ru>=%WgwmG+!;wgVEI$+G>McQCD0kwDsEkNX?$}
ze0lm^FReL>+Amd?HQdpC8YQYFBGqB0VuRB!OWuO?zv3I}uKxh|mTEs$`k_|-Yx7H;
zwEAb2R+`E^A+4x+FxHoEN%F<r8>%fgM=#WOtuLf2?M%_?3sn`S<E5Tr$*lD4>fNgC
zRJAXB87WFy)TOMfsFGBvQj|%ORH-DH+>_Ph%#J-|=NG4MUY~-uG5IUZn(krSxmnGA
zVrdO=b<l2T8})tOzSpMi)|+jEQVaFA_hO)+p}9D2v`y7nuGaTnrMg<}b#7C<{k<PW
z(y^}0u!lofE-H){6Q9Eug-A-c+fOjL2{zn$=}A;61?hInj<)p6=q{-nC{j^cg=?YG
zMO;B~DPG!$Bpsy?0Xh>z&<g`w#n0oNq8sJc;(_W@N6|lBQDn3^%OvUgi;Z=HwyEoN
zS1EKgRYKOCGjFrmXn*ju_1qc;Ef)I9cM{>e3hUbLH){R}vwj!8zx6jLbe}zRx22wG
z>h4%;x;rJ$M`{flW@}hGsI2$uTFUxs%>|cC)m^V`TB#{0ovOQ4*4yb(XrxQEw-HT8
zNpPs7?hoQ$=|7s3{DI`B;!V&009KZ-QT*Zck*I8xSNkoZ!)CS}5aqv?cDw4RZZ|6}
zWi6z=Wu#38o@Yl`^j49z={s-mbu_xP*P@b}p1%y=#|zh&FSR$PZ%CBdw?JyXS-pPH
ze4o<QJkGSZM=!J+ZBS{t7AY@ww`nR(KAX4E(Ek7rsK1Nl9iq=eRcg1<&@o!&RX**R
z>{X7<Va{M*HsVg<lIfGgl`>}K+HrVnzoX5WLZ+HoB4w2gw_6EP0a6m8QX*`ix}fIT
zLd{SUvQMsRovYI$dK()a9(MX~&@Xx^^*zgNck9p5?=y9GDlK%kE6wkfdb>hDLguNq
zze#Yn(cIXj)S}-*S3_jDva0H*i;HEKX&9%e42tGfu0?B^9GK?kuP%J^8`IW-bCrCT
z)f!yaXg*xIYoW6p8EylYboUDn@Y`ecR{C$HzO!~$T_fshtxHvGA$2QCe(rU5sSP)w
zd7sXHRr;>yPo!N-b)@8V((TKdHBeY=*XqjJ$8NTLMWQt;8iMz7e7`|;v$s)IWu$VD
zRNM6h0j#BA`UTWK@bAi=P}}qsexTJAt7@}Y>e}nAZR)j-v{A6t%IK?+w%eI-smAGB
zSYWtbcA>>Q*X4Mi1uN(O0F=L!%q7mw<5JkHyVBU^JA<==;ZpLGPE1M8H#0Ka>$AdL
z=9x0>N;c9G?7>o;aZ?Sjlq?;l{WIk6vp9|+i_78?$sU1(OeS`5_d<{pM%LOGL8(iR
zxV(~-(E+uoOHRm2y&>hNtp0HFuhYjf{W9sMw2S<>=F`=#>PN1&O1iB{NZrcTn_a?|
z$#bT=QPNVeR+i~1oK<bI<5JaK3m;EYPfG1&Emu;^c7kM)1Po`mj7AKe&<4Z<{L$uM
zXAwD{IXMtJ_TZcz`|a>^=1f7zn9P{t<ToFA<g|xeTGGNhwo;=|+j~V@3EZ8f6HYPo
zGcvOB>wU&qLu;CMzL-(~1=n^`g5vk9Whn&e2Br)SqcSFB4>KZXJ-3wk9Czza`Yflp
zdLO*{%SSUT4%gVVT@8rxuC2OyI_F!h*0kD2nxS>>*1BFRE3Uu2O!Y0bm1+A$>Z|LJ
zEl;?<g3boUOnsma`O%2ne4L5nbmhj4yK^63=)PUpYiQ^%TK@o4ShQWLrsGtqD{^jH
zqU%X!pl-gY2~uh3ovp25x8HmUW>8DDE;UYv9!8|Hno8D}CH*B%w6<AKc&5v94pA*U
zC<t)2teRC4y3mmtQ>cASw5Df04J<y?#LCMlcs(lC(w~<*N=axsnpNZ-w&_%ZQV*g&
ztGPw#;>)7>Ma^GE)(&KU4WY2Nf97tqb-ie<J!ZVDScR?oUFQDU9=23a-s=9Hveip2
zBC4j1gemIAA5Awyb*8=7T*$sTsriYl^=7=(&(pC+_M+Chj`6B*k5W;fw@XUx+WT8w
zUb=c@A8wt6R2JAtDQzei<I+D;e8ly8=}(Zhzr(McRNTBeF85`%YI{ZE#Zg&&y0@kp
z<_XpGmiI4jAq#ezn^xIsmXO^7AEl&it3?~4-AIZQ@lUQ(=uuAcjQT07)U{;k>%iuT
zzESF`7TB#H+4Sj(bt6<zTfOZ<h}5gpbru%tH1mbaU-0^;dR<F<oLz(|b1pXHGHPLo
zBRPjHK8CY6vZj{YoUYRQ^stbZTy&I>mlVB}){(>Dvo0YLY`ll((K9iK2@GAe{NSHJ
zY$4{|pPtxkOR8Z?Q%x`sq?Iy;_LWVc(`%<Nwe|N*+B8+~Tk8AHj??uDtJC^U>!~j{
z9W`UB`bKCKQ)jT&Ry}OB)T)M^niBmDD=wNwTcs;g2ngeiy*G0o(@!sd5Q`-zsn1Sz
zUa2(qF*zS?<-abuSx;%V-O_ojsd<-5tvjffOL3}ZnfGaI^jeC=PfqhSEhT!9b;VTg
zTj|!m>iSmnQO-YD6x`3M<vm7{VZKw@tv7u@jZbsCQdC@?zM}l?j>o5H?6w>IWybY%
zPMW)lW}jk)feur))lI^k+PYLb<W`{8Ddi`wk4*gUdVx2qe=Bu=D|Kd|u_nEXRb9_d
zST+4k&hbrexmBU+Itu6Qs;^?2y0wStC~B8URZ~k=%TH3d>E9ukbj0s$(ussj_gIH!
z@%H5$LxrV2sb-oR48Cem5aJTrlnB`dfQai~DHBqovy+TVILCh_h~cZ7Wx6D?shy`A
zQ>jMDNqGdU9jdH)*%;st#DmjMGJQ09rsfT&m>ij`<W0Mnw~Mbc`FG3e+ue%%^`k**
z%bi_)nv?3RH;dCOnh@i(4pCM=PhUp;Gt@PdG!>N96cqhhv2s(Kx~oIqIiIF^OU&I#
z%Uv$(jOt!tShOapyXb8^@+j-BOJ@12E%vI54W-0e?RPrmH*l|EVvgNiR6u5qp~QXG
z{wBVOeH{AL{6zgfUOD^fg56=z-01ZG0Cv*)I^Sfy*|f#WP2B9yJ71=?4U+qCpsKN6
z>vauP;<4&GZSuac+H~8hezQqAY;9Krbw<nSSJtPcerNik{2ToYYX1OF{KMtPH?#%Y
znztQU&iV_6p4Hk*OKRI@o72~OC4Q&Ul$T1YvyECpe}_>n)bMWYu0M?0nz380Hy`ak
z+8B3jlB^#N3rxB(G|4eDI3~=@q>3dOd`nKc+|$AJt;t|2ptUGC<#t_IQcAvaT)7KT
zA46=VG$~Swh}r;wOA)9Pk0k#94W32vOYs}A>pow4?e+fv&R$ugmMi7{oAl?(W2@-3
z1-kaDrA6YJ;Z315KA@`9@1g4>wT#j?r}V~*u^QUFUsHLv-LFp5YRW1u8T?uO3wl@d
zNvU}$X7sh{0{!X^*{*bb*8Q(;_lu5{t~yrY^R}w}A#PP3m$cg)u{(Oxmj|nVhTl~6
z$;YTF%27(HYPu?KMtwH^CtjI<4S!EJ4@*4S^jpiGYx>dj(X9Eoq5lB4mn}P`m8W$T
zW8BZJxg{^_Cass7>$D%io29q6aB7y$^T?oSit8zQuJLoect7iV)a@UvPgDHL^$khO
zT|dfeX1cGns^6frvyGYyHMY%Xp|Vk-RZUS*(>q^PO>b@bx7oK-u!o&3G{T!}t<Cln
zjBaDJb2D2rvOS(}zcS1f;l@I7TPSIlrP^hrP9>?7EYGFK7Dsv%g=iy9UD#+3RZbdI
z(P2p$(A4bJG}xdSQjzKhp-=LB{ZIPP<sU8mLR~qH%RWi+SD3eJ?HxVWRylXM^Ad{L
zr*)$AWybSI%kxQOw_Kc6b*EK7MQFTheI)g54Vs$1mbvzB)D6GZf5i{*mFF+vajCQ&
zx0xKp<=-;&*E3kUIis}}i%t69UgGSEWL+4(>HE#Ov1@shRnWZJsV?`5YKH3@4b=P0
z)ilSk{{W0vJ3U|AJpg(q=KZmDzfJt7)Y^8zrD$xNwdS==E}`Z-RWubEqfA^Xtd@E^
zZB+vlHYyuc)#`eCla94}b5y-_YMz#+%S`vYzlFD@T?x&9MO=*3ez3WZVD;ar^+l?~
z&aPi8oz`6!&1G`CPwEXJQ>4>qw7;k+EAF?H)ZFT|txe+XsNcI0e!0|I{-(C=rdOyg
zU2*=`<5*)Y<M@Q!llXMTB|9XX4pp|h=7hSRLQ(UW3u#X_Lu+|UTWyxmq@@ApHW99t
z8*;57Bsda<cZyXLa5k!gp{=iDtq3vjTljAJ8)xwd^#@zXHFJv5$r_q|TWg+THLSG;
znog#&dm1L%is$Gq3>{IWmq5eoex1t8qH1c>YO}L-yRMF?+fhSV)NXF*HhEXgj%f12
zpHf?OlN`9_9<<O*>iab{Wfh}UwWM_=(@wRiEi`u~nYdEhZ-}?1=|N9k%T<ih)il*p
zZN7(4Jw5z!b*H9nTkFeM+dVOIMO=lma@xqAS92#wH=&Wss!PW-G={I$?cKF~CX+)J
z^x2!aY5LtYWoC|^(?>+QEjvYYq;{=0MJcZ!U2(^pb@$wH*PdG4b>|kR9C^jBt!r_`
zl__glij=n$qE@n0O!Xc;7YlZBc`ag&xa$(LvNFqS33-+~$v2MD+;vlJ61ThLDX<V|
zgaqvYRg|Y_u$0vR0#c(@f@q;?3LL0we9d@AxBmc!N8q2UzY?xRb8nqmd(<A0<s+Q3
z)b%=Ai%Du78&`g+)HMuQtasM0HJ5~HjXzDM^wnDx*Xjye)0CHH&Ff6oP`Jx<{{UTI
zYVkhvX|J$dZZ>P3HAN-D*;e%(RW)55b-tkvu(crjv^OehD}^aqKv-tBj+&_`SPwAD
z`jN-e58zGB&q$t<`8VoQ);_c5wVsdFuP-dRuSRmC)3x`Q#>q#`3q$&Lg8q$9ZqW3W
ztB#`8dV;2|uCGf_Gh=N{+bL`pB~&?YI)<X@Z|*Ix@R$5K{{RvSK3#KHke;h-dJENO
zJuNKr+nL;-xN}EN^F-;Ity5WRy=qM{OUwF-Rccyi^uq0WxrV7Lua`?bdjjWKXE$9A
z#g6M}>Z|Qj_(nC2CmB@g@I*Z>%#6x#-G=0zOuC+#ZN)N`Jp8FaZE2lQT6W5t2~Nq4
zZsaWu>}>6jN`~D@1b~x6Kn{MWy(nYDU&6!jR=9o`kMr{7YUC!G=Oy=?8fQ;ibdILG
zYKC;B_mrBOO;YO$N?k!=tf|pj)vJxF@ZPTf0K>0MH&0|<p&EZrvi0(wnu*3A=s&4H
zQas@GXU;8M&n|fDE3UZL`o63=S9H3njUs~APNxxQu-fSDv{uVivdv|qDWbPqt#;Z9
z3T9C((ll0~$D)6XM=k#V4USQBTSao)@cOINmn)Wzt>%q`)D6b#s_vSi$o8qSYHMAO
zOtGe4sG}A?qXO5eu42DS-72jY8+F>v(QdQ-5>r{@r2X@qw#G&TNP~{XV;pu&B3}%f
zTDwUvhP^30in4^f<m+l~cerElEhMz3T|~QXA*47G&ca?tbnAgjAdMxJ3N%y{loLRc
zRMgz)DsM~VY6N=k_%ZtJ<bUDu>Yn+|zJ6#eL(Clybmf)%M6S`Jbe4|Q`p4^T_ZwAR
zA+k~Hn}(mW(6*|}Z7cU%lNzqYaTGMFx6`8N#lo`Q?$zpV*B7n54O{9?pGN5|UFmnz
zSFP@3>m5~V<<6ny<p(Y6E>?<%C~8*Dnquh77kWw!I&M_7wHlXAR4T}evyRfSdRl4N
zq@?k(*>I?|+^zRoUvKKImDH8=!PND%YAEU(s9-G;j<gpVPg+4rib(-UC##QHy+iul
z^>6sQ>#t4vS6uSy!>VswgSN9`wplq_WxLbapVQis{h}<omse^{H+Z~X*`ape<(o{6
zU#Oa`x9OTDTW#9vOEry}MlISi*kdCVYY<$Nq|CF;6yi_Lx{aAs$$<2N<)xO{Lfurz
zPSdJ!C6JJ&!BLEo;){LW(FH0hKuT^(=oeKFTAL#*yv%7{g}GVjdzId!Y_uPXFDv=0
z%a2c5zn9vL>kY#Bq&eNBuMTQj)-3F4tw&{NMbXe|OU0JgOME((rTQCf@`2x_w0o2{
zI$Gc17k;2?y;)@Cuc@A4YR^e}zg=iOAEmj=uBv@K>pBfpU8Z@3r}QH_w((EPyOWy2
z&2gixwrVEylI>#UcA~nm(^9IJg;%ttEd5FU0F{+PPe)t$bx<0rb5%*8x#e!DewW>P
z(psf^k?b{JOI93qqNS(Y`lTp0Z(t&snrB-2l~gIJUo^iG55mKe-h%xUdPe6D`>JYd
z->J_~Hcnq^eQnCi>ozwm8bZx+<-INUSgOLsscO8_8$P<Y+w}W&`lY)2MxmrP13>1U
zueP&ly>VDBJ1dAag<_L#&7uC%qGm#03QFCX!;o<KnWo)+46T$FOO2!%mz?z!lG|rO
zyqs-FD?&g}W{OjQQC_%B0X5K?05UZ(=Wnb(Og^@GD{#@g)b*dG`GG^IdHqFj)!JKI
z^Cw$Ta|csv>S|hmn~mP-f2P#Bs_4yeT}?GuV^&tsUM^Hu3QM&OEoHW)HQaWi)OX@f
zXZ1tq>(R%gYA;W8T)T79d-{6mbJcnVp*2<9#Guf;zhg*VH8skX-$P`qw(3iUm9R0Y
zb#9>*PnxT}1yy^G+bF4;dYjR&UfkOB(ahgTe}&hmzGeEQSE-(9^2=9pil3j}mML!f
z6zVNA%8Hh5dfS-nR&w<$Tt<tnZjzrua(0HVTH9`ReMwPWWV<(VeWtYn?jDSKA9vFC
z;!pUZRC?j`d!p(2J<Cr=T$0k2RJ@U|(fS`j>fUbilbE`5nl_7t?w-qSrnqTsJ4vJI
zX*4d8)Rh(uVN*bg_H^~-7mHJRuIA<UjF`uQFxgyF7Qs}dVBb2tnW<wnAt5O{Eb+tS
zrCV*#r&O8t-)XkqakaA9Qr=2Zgr4q(>Y{`=KMAlXXr&aW1u0gwQ$k1vw6?Lpe~xaS
zu5<9!^drqKMA2Ni8|hP2(%5cX#pJ!V>tCR5nvVYf%sUmX`DD4=^bK<s<EyTzrlr2t
zQ))}iy0WlRRSNp_QPS5^wO7L4seL_qCj2FR4QlRA>zgKn^+(T-SUMv8u6;T4;>F8b
zb#|xag#}%r+hU=zYE4t9=q*(L0NAuw*IsV+HtFaX)EbKCL8zbA8d{WTjTdgQ?*6!a
zQTk@*hb_Hx=x@Xoy<N!fSlqw7*Ply1pDp^ATG!}~T3&1%q0<&FU0>*Qrkd2L(bikG
zt#XEn`+Tpie&Jk;72e%ZY@@!5eX~sumK`l+=jS&%MvJm@Z<;9O_eI;<)7G6|u9(q+
zx%Jg1;O#vHJ=L27HPsXjK589qnYy=VoLby<Oemus%wexTgiFg!y)!2*BZ#hcV3XZ7
zh>4{$h)I_5G&-X`(+;dM^w1%>v9!@aNJ5TIEg?%GA!=Gul#)$bDD_q9P*A7}(ESr|
zYagMXBYh(JF8nZg8R?ZA!snH{(@#9PZKPP&yuzla=UpYTo1Waty6CHor&dy%Uawuw
zmhEq^zOi?;Y0W30=wG%qRdKiJ_oy|E-n&m%R(y_KeJc8m{8+6XxqlPdYlkhg&5xCL
z9ZjtH%VVUgxrgd#v==PtHC5*0py(^9DHT}I(e_1EwQsvtTdFE+TU$&hJ64J+UnqHr
z&mMF0b&EwOHMy<KUSv{f*57AMQR|&!s5MO<n5L+#uDHKJrYP@K^|bnS+Wmdf;aKgq
z$kh!3>Z;y-ROQkXD(PN(^QS}T9bL-pA<aE^r@3pd8F7tgpskvc=}V+FGfy(QcSYMz
zijU!SD|w~#xaz5ks_1B`!m4Hqe2x>@JW~oYbK@99<~KU?Np^B-T}x$|BRHv<xpoj%
zr%$9MLtr?y22|T=Lbehk1-ymPI|VJI5)uswR>%OI1u1#~TAGUG+HXqUkS*Gmo8Fk~
zePht`7m<FFeL-qVg{iK3A$IL0M5|@G-Cta~%N6@mY0Xh+6&DAno1?S0UuAUNg>ozH
z4BY9MD0_!JWOA#N{Ezi9&7M{AGnjQ;*X1sbzFX*YKQU`vpmL{HTB@}5p6KP#)mtd&
zXhhdnRnwuSX<GJ>!Wws})GfvHM?L=l5`R!Wq5ULs6VYC`wes$VlHQz=VqSr3Oj>nK
zw^3EyH07^Q*sa&?Rb5-G?v|_7-8L;xbF+sNVxyv^q;X5PQBhXa-0JK6{KnJwp4ged
z{kFmGNaM3ewTZ4}bCd3d2E@dwFy<DQWfa<G)a0!3T96$~(&e^Vb+Dq)si3G7(oszU
zQY(?#B8sU<3Qp<;RF8aeiR7m_Pb+`j%l*jtoBrZo$3L?toFCXNRC!zdq%M0u+2hO)
z;Xm0w<G%0rX4U*$+&b0J7%CCR7;PZH%x@<nAPM_sdk|zq`WgQK3FoR$_kth8XY2GR
z^wsqq@TEFIp{@gCoBsgr=k%Z2v0e|c{^)=BQS1I5D*lFTe^e;pzC7^?#wX7En3x&K
z5g?7uJ8`>{T=M-Z)0vlNW^wdM`a8>ey^&7OqrCpxZTC|SRej?r+e36t%ZjO{D%rNl
zC)FEO6r!~P=AdY8UBWqAl3efR$EO}>X?}EaJ6qm)Z_OPN<<;#itn3DuU98H!Snir;
z?kUA>HB~E(+^iR?t){W6if5X7hQ6hhp-EZd@1Gp{=I5!tY-<j9^VeF}^9Pzb?!B9i
zsMR&pHj7%W6)e*+MNZu<qfgtc_6t1?H7z|oJteZqX}4P`8bVv9q-iD<#1RBwDs}*1
z&NjyQjA!)Ylk}#GTdpGGduO4P6t0@y;2^xH3QFpdf0dNLQdl4tRRzEsPeZ$o<*xU?
z?wjw!eb9ShJ?LnwY_;A~Z@b&|wl=nQy=qqQ+E&ia(b=xn%}&nMDYZ<iOIDSoqZOqz
zgSU54S#Uz>?QN(OAz$6QSfMc51O=smk9FWBK!(~SWll58RrecSouERU_Nka@Br!_L
zKykvHgfhq}>QOP&r4*ze%;J&>R~EO;M{m>Ye|n(0lHAi!v{UXl0O?6q{=-2-rA`n+
zKp_ZPhe_ajrP8kNROM}ZrN<UPLKD;*WdeFyWwjISwt%gPDp{4dR<)^0)QQoHtL^%_
z`&O!&lkKpAQ%y>hE8AhRW)p$d^0#&JkX%*(OG!c-!V~Z!1PSqicAcb8>Lw&anFJDc
zk+fqNCo>0Z<_X^}dt<gI$j*BLcNiVMctQ@~PB1|4lOrB;xQ^f*_%?te;vxp!{{X<5
zi0^~Kf%BcD;A}U*{SE}o$l#o840+Dq0wf&H@+07sB16c|`*xg-x15dUA|SxynYnk*
z{%~^7PF}PYj^=K)(ww{2cM3=K?vT^hn~e>NSJJazWUYFSQrYNkR<`vG1Fl#t4n1hD
zt!j#_+i6hitn`;t${vcn74x6hzd6q#`3`iK_V@cEeb$Law7x&5EY4Z<>-NTONkzqr
zWzdSm{{R%Hah6w1hTTFQhl0}D7uQ~3XuHQP_1?AR=Am5@@A?N<YE2h>UAgxvXdJw0
zd(CBz=DG@pS*LaSHCE8RX{sEiVQ#U|wX)ieLUxLJN@4e86t*6iVGPVWETEOGq%BJB
z9#Rwz$Wq%^cDj8e9g|d=S||XaPz^vg0MeBe@fD9r{{RyI09O8q{Z7&H3fbt>(yimu
zB_Ay<8qVL$A$7P~9!|Sm)vXl9jan$IRrOZp-O{aCwK#I%Y3QG>8kgBL?Xg75X!5Y;
zd=daVOkzAn#!PpC+lUFsSCbnU+i-It02v>z5AJ`V@<AQQgNWDx6M@8#k!KB*YD!&C
zsg`@ql}x_u%fz_q-B#Q0scx^<T7q_zc2E+8(J4p;D5#YhRPF&H!kG#I5<6o(kB_kI
zbGJ-H_Yy&YlaO{NIP;mz0oXw~#BmuZ-a*`-uqU|KWiyS2;(D0*%mafXd`3(UzA{1I
z^6|Wh44veYIGjX(qX)2%e&lc&JAJ(O@4g8F0Wq9TPYYq<Vm1JS;}S6#Bw+rW0OoPG
z$b<KSXU^dFCxju+0g)IoH<2;4Z?FXYqhNW*^@AjCazG<^kpfJ22*yD1li*{?Aov+3
zNZL44kq3N18<X<@p7Jx>1aO2*{{ZB70BoX0$9?l4Yz{aNl5yH%LH#B+KOpvz!s>(f
zfOf=S1Ki}q5D#FZ+=GpT6C3&8_lS}{ctRfMs1OWx&z|QQ6S%<b1B2(x5fQi<lZ;ON
zyN&paMmr4P0fXG`b2$-_6T{vy84_c(57V^4#zX_z2$cEX{158`6NB6kI3V^J7#T70
zae=UbA`jSc5s{7OI6FshFmtr`-*dnZ#^(pQ8)hTEW=H1zNJFl=_{5U6p-EZ^Ly0nl
zAe5;FPEtVx5uA^Vh|bY()>?wy2~BFM+DZQalCA=wBxHzjOHD#j0DutsQxH032`SZO
zS?`!Ro}cx6XCJ8GB=!+F&LeRHILI@!z{iv$mudNjZmn<WuXd?Ipg3DgRg~%`Agzbe
zl_erf0q-5)!6_9*k3#ALHrlk&)GlF~ca+15Q85CJu`;BC0EQ5R5=KE+TDW#L%*YT1
zH;?f-n1XkX9{X$}VnD_}UBu)V13nOrN4Rq0=}r{8bwd^H<{Mx9Qll_JQWm8!sL1Ls
zqD&A6Qi61f+g-}uN^59pX^H%yZ#1;FsU~_HBimU20LGBA3C826i~D}5zgxN!PjPuo
zCLx-I3YI{SLQ<E)%V17JWf7AyqE6{U%$F1kS9^1Ap;8=ni9tV?V>I;zNLf&xsHkl+
z2q^(yl?dX}NZjTm;GOr|u<yS3h#Vcs5($}+5rTGzG5d(d2OP+zbPk~s+l)}ut^xMd
z{59~U5g@kU6t1k8QBoUtk|t-Yafz(utLgmq%abpqP^2|fg|w&{06f>ag_ZvRnoDh_
zNRpAB5bNuXF&{IrIfEbiHVFMb-H!|zj?<Bm*nym2nF2H89A+*$dhu!MHMaNLY)rn|
zefoZ%`Nj52ji3~X30jh%0hG#0Q-;ic-+jAhv6BFq0|x;JduB`=#OHs$+hBnhCJzL6
z0%tqM#z)3XkVon>JVYOzhGc)8KYinT#^=uuaz^<R<nQ<XTzqdhJRuCvpVM*kJvj0+
zGXf4HhaJg)JCVL(Gw~o~4;#RV`5BxKI3hn>#BCsvlfwo(fIC5m+D_lJ2s1I6;Run=
zb|-j^=Y6-^&OQbZpD+ye&T%<8#=yXi+(dcKMkg_}c**c4V|;M;j0}k1ymdwf*n#)h
zjnIcCW*`p}CmT-L-0zSx!Q98~`+l>y1en0zATKcjJIBY5w0_YX5%Dr-u)+Sj7&D#n
zF~S{n*C>!N5D43N#CX92BmFr^97hI5!(jq5k-UDL@BjxRggo!Gk%C5k0r44v1jNS@
z#Ks0Yi5Zb6%#$8=`|yN0?q>kzb3Is$Phv<L$oY-CM`_hx?uZVg{{Rl8QXj2Ql=Y@%
zx^$6_r__>ELBnBZewo$jX`ijAVwRb;JpDq$O*WC0EpPyy$rA-%%hM%LIOkf|>2wB{
zZl0K-cRG%ww4w)7^{YyK>Xi-sie#xFuw-GT)dggXRB2(E$}&I%)cp~2=a*cyjdz&Z
zi7Qijc7<Uy^t}eWw*e{uCPCT0aRDWoQPYl!aniRE0Rhg0Pg7(bC!BcugFAo>n29n!
z*WInvxZ>P(YFgY;THIOcTGpj?DMd#lsFGE=CwQ4K`QImR6WGM;HiAh%98f4J5l3i~
zmjRH88QkY%A17>W06{;tFgSbW2rwk$z7l-F$Rxnr>^Ovp0Q^Cjk^Y#$6WneD@Jx-<
zkasW$+6<T(9mXayNaDnaNbYu-lZo*^A_n=Ke3RVo-XcsHjDiRHusfa<>_^`q#7EqD
z{{U8U0TMI5#BU~IH^3(w;DNq4LL?{5K_?jpAbkDvF^%UdV<YZIe$Yg0Hjp+Xj80d5
zrhJlB0AQR>BocOrlZ-x~Fe5v6AjIb;HaW=|18xw83_<-y^BE8^0A$F)pBUiqH`@`7
z&d_s`d<+e<D9?~1`ec~K$NW3(92ooVaf7r$1GdMsW(<J{a)}Z~-6kXrf%|0sU_b&t
zSum5qwC-XI@A|?1Y$Orme$&G4V<bo*2#FA6b{UZ)CPn}diS9o(JIKrlBLISOB<?pE
zB%*Pxzh_=CAt%6`kZ?2FM&=;z+|K4eN83N@#v(hBfw0~%rZ+pxN%B0#aTwca+`%N{
zaoZW+GoJhYn1FDL*Ii|m;m#yx3Cu^0&v`#`K{*q{5@*Ky&SwCLKW%|A94wrS0DpLs
zv~DtY1LJNP@$zICgE{g>KU~Hno)GJ<w1P$tVcW-Se_!SjdqzkE5d+Ba`@}}#PQ;0k
zfx<Z2e_0U`zQ7F32#gsR90wTyfHSazu>xR_VmA>vl0=kG+wR}jD3;y?cf?G1?Uaur
zyb?HxGZJwb+vm4pc8ndsJ@_-cj1qPk-?+&J5Bj5kP9`&uXMX$kk1{s@06GBS79}!Z
zkrSVpB>X~*W=0H=1jhvA0wAB%>@qh4Aei_Q-0*~agWT+XNuQAb{{Z7eM9AUpVju!`
z*o~lpwgx8#BW@6b8Hoh#@gfG@q(}H-I3!8!xj8*u{^a1vJHa55Fcvq1xxqiAnVqL3
zoyqJtX9UUqZL#(l2Y%DH#^i8>2LgPP+<;EmgM&HF(FblGL}CZ&12f~W`+dnEgii7@
zHjU#xdwGf2&NyK2Cu6*f?*nrm0(%dU!Vv!esgLP_C-%&4WWnGh!9BaoZ#a?x7|fZG
zxs$|ukGcN<vlD{`PB%TI@h=nDnFqQ@^*%dB@^E-W_vOBor`_*{NW|xC8O#uKG7k7K
zWZ=O(AswRvOm-cowj`2fBW&<*nI;c>;$%m1b2E*Cgv=Gch>|fQ{Uh@d2{DcK2PnOD
z)!~DKzw0^1@J3JiXK}$eIsMKA<|1Rq-+mAE#`%$ucf|Qo{<#E!f!Z;GV>{w|_5f{x
zzX+T>yeZJ=!v-_nKWu|0Kn4KqAP(foAp&!ZY-hL~vA5qaOyuy1j^qI`pTB$(aU}2H
zz~PO=<j6QU1Y-oqFk^Xu2aXYS;eUlbFaZ;iJcBS|N#D5!JIOikFXdT@%*SISfxPxH
z0LN|-BjD^H$H~~Aj>9{glO)Lz8{mjBfN&%kj03sONZ}K%zi*spsP#4Wg*_}>UoFQ#
zW}#nH&$pD62C9<cQk4ZL9)N=dWh59pWRs}vbz}bk3ff}W@jsW}wk_*R<dgZGaV!@b
zsBo1jKrJXiJt1HO@u$ffObMONKXIPZ-(!QpARYYtgBaRB$H|x*BK$2Ia;Y?pWSUE@
z#?s~jTDsB-mXxKGj+W{u3HF*tQop=;zMz)LQhJpllC+)Cz_nXfMR{!qO4hq&YcKn0
zUrZrQtg`WPRFtW-G_@dzIO!)>oq*4ABO~MIe;=UlCf2sr9BE~z5_*!fDM(Td(h5&d
zKjwlve!L;~dwTk!>ZX#aiNv>AO;bqW1xZCyF0i<Po`;Zy6qyENIEV)}r#lln?fri&
z`H}mL^Rd!u{XtBRWmW5}r&I+~*R<7Y90GqL)li2X2%Ul)Mgn614l-1idnMYcmYU(F
zX&ZK?rKS@7ndhhyfa8Gx{S3Uzr>RH^1;nZXihnZTp&ZMk=|vu#v#<(@T^cG($SGA}
zHEtk<0#Z<?)R-ax5Ib?Db4sOYrnFKB=ym$4rHTCAbnUd$WRB7*odC!(lO0(ca+_#N
zZK1RPgdqV5NP*In00KaQ0ze6YgNe@kaW^n*mz#}!J!KUem2{N!DP>4xhaE%Z=iG3L
zaDC+m5T=0k(6D{DJtwEB2;u;DlY(S<AAA{+p7KYY7(P74@;v#IIn01yObOz%^z{_3
z7HXM#oz%}$Z#K4^P6(2R5*8%L0tP{WI2Qf$o%>9jjEqSc?m#<mgiMhmeD4$65I<~_
z82H$k?r|Ryb0z`E+C1$U!X(6Cos4DzakO_Now2`Z222w;FnocqjLeg{i6%zE3K8Fp
z9sdA|j+O8K0EXR<Km1Ik;Nj@+{8V(W{)3i3{U%cIalo(XtNo>W%zoMSU;NqZ@9`E9
z{{T;yj+kor8oN}PKlriU`*!{*Qzy(0*~!FjI^^K^oX3MW5svsLzz1PF4zR|q)hGV|
zemmZ0ANZ50{W0I<$>Us{M93YY34lAq1KSwE%$_;KeFXmivY&8|#*Wn6wB4fPk7CDM
z{&0K_z7>OU0EvkbM0vsOIN14~CeyC4;vQvgG~-L_ZPu2gEec8M1T88BBn^lkBymn>
z{M_O)Pic%v9ly|X91|WkGG`uhyok;L1Z09^jQ;>{9X0Ba!B>IPt5+{>Lb1$N4QEMs
zXxeomSeH<i(^Bd{rmKu}zMhbV9*_!L05qZu7M6r{;I&4Fdfo3=+Cr*mB&~Gd7b+<e
zxgsS`FrE6qD{UY0fk{H$<Bqp7az;t+03-H^ncL=Ialh$}aZzjb=x$|IHpHjfLdol?
zqy{>AbJXhz81|H92!%GI&|5aUR0e~Okg2YGZ|;a|QGX1LEmC**0iJQ73`}`35i$wE
z*o^my&c-C4GI8+-0A@^XWd5=7$1-2Eg$4PK<63>j1Fs;v?6gvvTE!+oAb<ruNl;Q$
z3Q~gVVbr$2aeQ$5>^(~Bl=Tfb!|kZ0)|^R7(5!zlNSN4yBoILo2s}%R`+d3Z_QkIJ
z`P!8O%v($86rk^dAjmtNhvfu8gWQP0Imstb0!jN%&VO7)m>Kbb!T$g|Y<b6-2Oa?Z
zAi?2y1e}iJ?;v7)88C4fClVQZJ{3H9&~c`4$;|HqB&)gaf_oVN>@ZJ-@?&n%5Kal&
zOy+!#oT0QppB=p8$DD~B;71Zd9Cg6cO{vEeM?+`|Qk97*N>L?8^gDRr6Wwdvlk{?-
z$m@{aGld{Y26s3)0!Q3{Gb9b5je#q3*mwXO<G3P7f&Ph@<7uYScM{raZf;ZADGbZ^
zHxk2yKro7RbiAcx0EHzIqZvF^`i&`R3QH94>I%dtfl*WqCAB1eUZ&VX%5~uZN2So9
zsZ1!wFF$Wp(vfno+<qTkmKkmluhCmBH#a&cX(}p}GNRLJQWG84;0bLTjIC)IPE3wA
zKkVhY*uVTZuI;eCkVU@Q4P|H`$4iUoH1z6#s4jJ;K>X5rc*j@jtIc`~2B8#Gga9b*
z?TTu2rb&VjdekHj`9~C-gSnHg<eX#~gNcs&&yn1C!6qkNeem(uPXj~NMmG_uXl<we
z01f*!JtK$^E9=kJ*Ah(iCVE<7Qy3jUL5MO&xm$FvxU8<avZAQ&66>o{5_3M<B(~Vz
z0uqn{j6o)BN%P!nFb84!;1Ec_^N0z9h{?ucGcs^6WW*ScJX)Nz-K0GFr{B0|QIs<?
zGB@)cb2*KPBWMC-@URR-c<qzi$&I(hOyKuh?lurdQQC7K8v--fZ^9(Z9{CvFXJL~*
zV+7=Fi3)X>g}S-W!xMq~e!FINoDuSS?9OC<n@|172N0P95snsM91u=M+xamAZ!#oC
zNR>N})Xp#>2L1q$H<Dl&JR<eiLK%tQxZWcs566##A7R4(0LV#@3ET`x^RY1``Ia*s
z&PLlw{-B=tBe4^epAsZaKprN3Co$$s13V&EuV=p8;KT#4BYehBbAU(_z9eAn2J_!z
zAeh1NjBSYQ4#S1{rvMouM&rQ(J8c*l+dBY}21L&B@B!Q&$8XmJ&j@vYcaM+47}$Zf
z;J^fZhJWnb!5k?hcg&gdxxvBSKqe<`j|;?&h!{RQ6DC009yTL|)G>p;!eTN^^qk}j
zWN+SK3;U^WtJ{$F#HR)f03#>HGDq7p<2m4w-XwnVN1uV?_Q{Ck0(?pDkS88Q_lWEW
zfgC&mxFgSu;O2a1CJEe$;T9jxOz-EsZxVCd<2~?VGGKUvG6YV>L`35wY~Y9?RxyGz
zoM*)2^@29Y--A0J(>tFyJ-7X4Byfq>yQ^E>0ox{jPLnv;&T|{!6Y;|&m_BkpUFWt$
z5gGWw97ZrAXYaT(_XDvcOq}l$M5vH+yvWHU$@v0z`H996dh6p1pSRoOM{Vcy>?Dp6
zGBA7h_@CGHJ4F8gFyRb;SUAa<?To~32!XL9fS5l3j7M$GHpE2s5J!@S2w;fB6FbCA
zZ{*4E872V)a0xOy`35)4{^m&oZ#xn}k+%5G_`m{u<_1njkr4pMk|um@K1lxnv`)}R
z2t$yd2GcujF%j}Wj{xn%C$QQ`CphhrPi%KH@s1bXAbeswNIk(P<m7HLzR*kv^C!8O
zkrR!gByYkH_c-5w-UvGx0~jRd;Be+oa0Hy=W1YNztQnKSBtRw%5@LIj2>amgw|wkl
zCN=~|?T?&z!NED1&j@wa_<4YFjBaQ5z{n9JeZIiNfhWN~%19vjCSxKu18*TY^BuwL
zG9w3R$s3uI`AOkyMrYsw=Wu5;zD8zeJRuAc4&Guj@wN<1<9GwX;3u?^o%@)8COhE3
zG21>@>Yl(!jmO^*F&iDScU_~%oI%ENXCR5rH^dFf5g~~H{-ZtyHlKkQ>_o^}JzJOq
zzB_*Z0Ot~R&vTNeGJDL)0DuN0?f312zT6#0F_H|A8+ZFb_#H3=NhpKLy?DX@0HW_R
z0CvgPVB>R`Iqk!c2qq^ZJBc{%NXZirK^{(H19_O(c_%p{FgE>Xw*e;^*#2zeApZbD
zd=o#n2(crG+q4ioW^#K*@xCJx6wiDDb{P{V9w3dU06_Ra`6fuo$edtjznCWjd=3_V
zCO$}+J79M5ar*FtG55v@BmCTn_&aV7e}Taf-ZE$QgOT6?`|X}10RE@s%oSsNe$kv}
z4-9Q1JI-;KAmGRXU`+4dgd$V8+yUDM2Lot{nV36C2Z$WZefAs14r9m2%uWaoFd&ch
z;K$f~r|cqlX$nyQB&kHeNXaDZ2IXBuh)GGD0AvL4gfAK2&zxXHNXQ<3aw0%X06L7o
z115Vw?q?hK{r5XIhr3*Q9;pW1NUoIyzLH;YAC${%NKhpzB`b8GNFo(D-i0QU(hY^b
z?YUMGAx?zU*0?}KmYPh4L6D$8X(Djp93dQcXwjFOvXZ}N=xJ1E>MGKt5)V+8nIqj^
zQUE`d21n+DJaQv8T`#2>6;;l*^+H0Fm#YF?aZ3Ssr=&?SDUsBaDN>nJi6Ta$cIFMn
zsI9weX}7R;bzLr15K{z&f620EtNBo+0AMeEG$-GBrPV!9>yJ93Npa<u7NatMGKn)L
z0P28th~Wt2TgNb}o-1O`*V491fU0~2R477$Q*DBzHI9`6qP3)gM@c+tw3?pzLsF`S
z?hm-7$#uGgspcFiD?gp5RG<MWQ5_utB*|7Ije1DLNc(<<e)-->Bt++eU=6ziKcPA7
zcb(_;ju4J-vg_M*e@hnxi+xETb(JYpj*~e{gc8v*1Un#4<xq(^d%l>oUl3kfNp7J@
z3Po)<Pg;o*3c7zI=_K_Iph?^)0C?-nfM?7Jz>N3%<FxdN+z>PNjZJp4s0wGxl;DY_
zf2qb)B{R{IrpW*%TPfU<lMqmhh3iJ$tvybm2D*?>_w?x{NJ-n?W(v@95>x_`43JaC
zp*cOVn3JBzw{7D;ppnj&eQ|2JbTd?cht-k<JgKKz$w-7h0U}hQ0$k`I4*Q#{zL2wC
zCGgOssZi<_G+`+YNJ#~42x-t#B0x%yQ6Xo#5x_n>P9qtOi2@=!$7mb?#7qKCb{psB
zV;??ZbG6<yed5v7@3r-`qavo16?Bitf4yt@+Y(5U6o>{D9BO&N+-_%a6O({MXA*WG
z7~u$bfOk0FcEQf)a1J(*P6?C_^R@?nzWB_U+GNjZ;3u$&+q^=ceSnDj6C)rJ=M%nQ
zfw#o(v}QNP;w1<}6Q0At=^!8805KEu^7HqJ>@ks!<|80R*pfyO5Id6wbKY`e{%rhh
zxIKkuVL!RwVn8|Dc@PM};RrVHM{xpn?Y2(v42cFa92;X{zH@?nVCE!=+q9SqGGOjR
z#&a<TF`SYPFfvC3<mZ0zoyU?15gW;g0(e3hk=qg6frv5;ed2MvWD_Wy2pInWPkrZq
z2WSvT+<~0=i4nN{fHE@zdq)c%W@H`aOlP(xH~IVUgfZi2kWT)0*ydt!iHH-x502ft
z>|@T-W<T{&#7Cb1`N=aI5Ai?KX=evAH}ZR6jFMpeyKsa#Kl4ENm^mUb*w20b*qDq*
zc;6F<h?yXc#Qy+~4`5{GFbOh7(oXo;jBF=>_cPpq1F-Sqe~H+ghX_I3<j%(eV-hF7
zU=MRR&QQtQzTLYW<Ux$?FbAFqJ+~%fGvs#o#{U4ICxx~^5OD;YP6-6g`wqin+k_$h
zn~9T*pPBo?Gd<@V8x8TW@CF9cf=SyRJHR*EPABdo6R;7H0wZV=4+yGYf?(w5GY4TZ
z24a4|&txHwp5XS|?XZ!*+vM>gVo4xI;~DY3K%Ut%m`@QVXUBNVcZ@*oKk3QhGCTJe
z>F?f8k=*Ye0AUE0{qZ|Y0talzax;$S?uU%vWPt>vjm{<x`52RphX6mg$8F$jHxV1}
zAbH?8`vbA^Ol0H7ZyAZ65Qb-bnZeBe08fbo0kJ0=!V}{g89x9CosJ{ym^<*Z2N5}$
zh{(u{V2nm5_YCd444J_(^S{S$KcWzMoJc1>KPDs3RL{)t&SNkJ;xMD$2-ptM{W5rt
zagi`)40!p-&v=cq7-uK8VD}gv1ny7iK0q>r8~D#{{EnTwoaS+fJR%5z7&DB2n}M(q
z1c9{Xaz_A-{0Raw20lPB0(JwqB4j=L#&IPuHu=soCUyfnArHtP;Em(F1BmWoX9LFM
zo6M3wFcLdV0(X!|oSo#zfMpE${)77YKljX&>Nnw?_?JKUazE-Sp^il9zIY!{JhZoR
z)~bh7YYUc?wpgu<T&rp>=CKxg9m3~)x8E&y8oO;>vWo4dY8t3b1;ICEnopyDX*~4Q
zysNIsN&Mk7j_<mZ^oHeo-KP+h{{VzK6x)5<YFoarJ9`@ficm390U#+`BK1`XrMC;3
zn@5)>C-eg&8U03M9tk8Fjv34m_wF;}xdi0T?l&AqvHqBd`;Pg{f(hS#Js|YnKMoZ7
zH1#?D`2nr}0N<Ja0EK_|um1o8{@s6NVCh?T@Uf~tfq&t$V^bRR)BgY%_%-L~J+3U=
z*P=9+eI9CSY35n(<r(jtPkiEA?^KPX(U!Kh-d%l0(xp(+kOHQa0>srug2J@sbmJay
z#2GQaef*Kzw}T*oFk^#r{;@IKkV)Th_JNXQt%;KW3`pES0A~aDz>G;85<r=Oxf8h&
z0&%uaX~~>pbrJy*MkjvBox66QGl-1HJQ*f-Cq6tMAOjF!0%ZJ?#l<ZpO>@bnq+!a3
z+%T5gPf_jpiP<Rv6r~c7kV=UF9yiK;J87^X6?&EQR8*YP+9{RRrxhS4-06bqdXG#>
z80!40Q-V{%5v<v?-OBc`X`1$_l7GFdd=#*QKbR!JF03T=6tyw_aT6zMHw{0e(xz>V
zBJp=fQdeH|8g?8Cl9WV%5_8hRg493?e8eL?%>6IT%@B)A8vB=8-<B4;^)t`u>OEJb
zZ@N_9C|LFs^-Th=G#38=;%qhb6#n|?Qspy0P{Ld?@)YL`ZNBrdox#tZ`$Xd)z~dAx
z4kRrKO44gZAwfwrBpN6Z4G196*n%M)=KMW*QK!95`seiB%6?~R-8-gqW~$~bHBP3x
z>l#H@X=K>+y}ISBtL%3hdPmc{O{v(hD@>uP$7n6CR9)HrEp@cpMP1U5(9gxT)9B*C
z_`&J^Tk^|D^7BagVbEHGkd|I(SUFzymeP6w`+lUUvvUKR6?$%}(@AjB8huXb&0_VQ
zq1q}cx@#Tg(Njp9SN;>)x1R%qZL~n{Aow$rh#1CqRPo;aMSdOJ`t=RzL)1U4Z3A)T
z<6Nrr$x`J%F|E3TP~GkN)}g9>Hg!E!cAB))>AL$(&X%5$${Ho2uKxgRu3de`nKbm3
z6m48<Xt*3gS*EcTv1!ava<ZwBRua^yCAPgY5SeW#neS5I+I@e6muU)Y>?(^xh}u|I
zs!dQ(5EQMgvaNPfE}CUcN#VFha=mQ&H{`cIFTBk48TeQ7uHe_Aj!x(b>!&rfo!e3B
zXIawv*GpMfb=3CzjTW}MUhfnS-x#MwewU}VK5Vx)ZfRzMn$2l;#47yk=i7d=wJwL{
zFEIT|SM&2&^6sX|{hs8Ox#rdLS?et-G}~0v)eY&+UFv;FU3IrpSec}zYNC?GW3Fo6
z%WPD=OGuF2Sx#e<{=7X=ax0OX)%4xVUS!o+c`wepRno`IZ5q|G*o0s0cgtmcn)yb%
z-90lJg^GL4s^wR1xiZDs3{}uNx+fd@SLzvmd-WOkjr0Ei)W@d2L3&Kr!%M4^-kK@2
z^#>}$Hu}ePtt}3l(d*Gx>P<naAFdSlmKn0BGQ~SKTXQr`Q_<2;H%~=Kh83qLD~!pz
zD=y+CC*<X33oK7fOuX(Wi32M_^Uk{0;b)wf{2QUNhSe@APSBx*pwx||k}6UF*eco<
z0=7sO6{)OrCC6TPrB1lFR1ni$ZY^t2X@-!)4T7RbLoBw2nm~lM(h}Ms2}lEOt*0At
zrxer8DK0kSYAA6IAcdu9T2vH;p+G4rNeT)8gD|c;L+Pv0PpY3-V_bi|my%k;oL}y1
zO=GFn<4UI3f3vM>VSE11rmS3UG(P1;;Az|Nx6#r4MO{zuy3c8a29-T=uvqG~E&9!;
zC}dV&Zgh5<Wd#7FyIlGi4kW_Q_d!Z_5{DJi+39UZ^6|_&KP1X0ROHJ5Va%83kR5GH
zlxw<E;ZqHT6*LygRN_0powNd^)LsoV<E}K*Xi}E*iEW?(s@AmxB`MxYh!(BPeLB$k
zfb^Npzeir5tX#JAu#ExEjSpqh77by}i}f|S;dIvnP1x#ex`MjLb*X*rK$<Jv^`zWX
zx|S*1eJ(!Gb-_*){{RP7(X@mIS#P05&Xq)z{$#B|JtV>i=shV%NFSI0L~-67G3Zjw
zr@s%oXR7;mIdsK1vRzrx)O?$E!n#Y<MIEbGTC^LchfqIyX*UbaBX=uqrKz+~Y09cf
zeKS%j>M!Z8L(~ZAePR<7>FNCGZEh(=Kl@*xgmqy4RJPeE#411}$sd*-wZx_|uF=e5
zvkfV>Ce*2%CAXbS!;N8XJnE$OobMb^aY?G41fgB>)_b<nQi1j7WaXu>+#uodFRjBU
z^5wBJN05c$C`)2(0WPH*Z6Qhll90B-0s>Z|3Zq*nBl(8g;%5=QM2zD(7(77lzx~G3
zAnh|bo#F(Hs@mKQ=YIGAl*fF@$IjWCbyLZN0#tSYXQ+|_a|TAkc?Y=TuZ4|8J>Pe>
zI|O9(o|nFBeNU(Kewm?i=csix-rr)gTiFFpRorehEz(jjo{&iDdDQi&B#<P8s0cpP
zQF>wY^U5w-a&wma$+_x|MEd-@YRxgIG=0*l)q1*HXsW37>t@$?RZSCbS}iofl9)bj
zI)PPmbnc<W)7u;r!Rud2e-8~6$_+{Ca>qr_er6+*`g2WMuG*s8t?D&~n&tgPt6AyV
znis6pXuoSZdYc_JL++}nCYq*=Rc<MQiY3!kwwF<<derB}y5|1?sEt*qFPzY8nMXxk
z>onGg<{g&ZN2bNYPFky+a?@EwO=Py%n4^xO<9^izJwjhoi+S3bg*#aP06ipSq~si(
zb*APXed8$0YEl#%Z6UWGc8OXaW%P}aF7hgrsGX~T71ps2O2jcnu+|@TR$f+IPRu;o
zTuPmFMQzJ7w5Hc9F)X7~H7?~Aq=fAHrAkj}zY~r@dV|qi*|uvgWozo*d}-#i9-nA)
zYMW0#ZlJWaS$w}+sWiRLv<iwP)FSCkaCY9+71FkzDyoQXnz=Vdljh!(({~MFsx;n_
zwHkEYbw&Qqr!9-DbxhHs;e5E$+bES%<88dQsl`oOe*36t)i%&tkcE_lp2VMAy!N?z
zYpnE>S68N8<xS02*KQ8GV{!dmT&p&rwCb7^RB9@U_nmXwx!CPsC{u?MLq^@bryHV5
zSw~nX>niQ_be9Sms){P=8ip$<tEk^{ma2-bnZ&(KQ%g|Fko7%74xzVMd6l8YT}oU+
z(xjzBipAZNetXg-y&$&o8+G>IQBvD<sX^9|@|3l_fRLS+mI8?+6b+GHM+RbkR}b__
zzeNtqsm5iUmO@b5%%v^&FD-;2rr286SGL1NNJ>IZ*(x;cr#v}Z>JQLAG_U-lf0`8<
zdr@EXZLX(K*Yayz>l<B<QfX`Ws|?yM^#Y4XTyB(sY*jT`Y`R+2Mpe|L2itKjAD&-Z
z?!L!2tZp{zt&yN@Ds5<5(4c>hYGkXVp+JH_Pgw*{N@rmn-`H;YtJF6;xqWNqw!hZ;
zzTvI)evHxgoolHt*G*@tDXdo;y)Ch3imv%pbGcmVZIlnXt4*m3s8jEjXy|F*edN-w
z(%)CVfbXMTZgLNr{O#mVI{C-V4S&g<53U6jvdMqYm+Mu}P-#%Rv-)k?D>jCtull=N
zH1~$<?G%pOueFzTH$zAps-`wt&tUlw#N{wv-ZzcE-Z6tUEr>}rhaN+Z%bC<9w0pHF
zJ4i~BlQ7`f2ua&fG`~RkL|HwXYYmuEUB%{HlX>UZm0Bg=RJyhlRN_*g**iosg&Lcr
z3SK@Ttz6C2_V(MRe!8Z*jk<$a+bgPinQc}UjXJ9ueVFL0_Bz-#OKoq4lw0=-Av|}3
z(LR9nb?S4RwLHD_Q>}TcW#>+z(YM+gyE<c==;iHt`Fqz)_NivCQr-1_no_jd(28{4
zC@F5eHOQz%t#mbRT$rM(+kGYe4&Jl<WjoB9Pb;*>oUm%1S2=Auhfeb@_;hoXG?znj
zr>1(#a5Q%cI`@Uj(OGVNg({tzdWO~S)-+P24w8C(^(oI!N&LcdnjW6Hi*@CHFu#J_
z^uo1Gf}YP=T$?4;+E;E=4Jz$#x>5#fUANMg9%Z27(9%%b!L_&?`_N)?7}TWdFbV7%
z5}IyZwKi1ZCnQp4P^HSP^D3nmC7lRTlBSeG!cNIFkDgp%>1RuGEWE<fqLrb<DW_6L
z(n(8z6sT6=KoO{qN<S9A!oQh6hjs6i_YP-zhqii(<}W;&);G(-?N<BBZ@PAmMW;+q
zxpvg`cl+Je`*dSbR%!!7r*3Z3Q?*i^EvOK+7b!iKJZDo*wqb2J-|~_cg`|>G)C?#N
zo}`dKApTe*a!+}^F#5C8`d8MLj`cn2{=t0pE2Z1l8mC@!M@8QKo8$b%)Eb)Cd12d)
zRXxu4W40pWOQ<eXda9l3mtLSZODzjE)~fq@o}yQ+-m*UzK1ll7<t@|EZ=}D&hfZ?Z
z$*!+DS$a9HUg>=@{{S#*E3H*`i<RYzcQ1KsqAm34u6?#F)fU<d4a)Mi7fn@lsIRD9
zI~LY<tj%MXX~VGji6!F%ww2;I+ipo=vQns9?gb=E6STiXU?A+Y+5@emER?ubl;T5b
z+E7--&dLZ<iLj@w{;{rk9uf1=dgj+OH71a>^8Wx*a}QZ+EfJ^HM6Eldbq1unUo`fc
zHriL{s79N$T`H?6^zvAvs(z6Pvok`K(k#<B6u<~axPRpL`lt05%D-4Ha<7uQ9j<j>
z`JtdSCAUs;{{U8NSG0bTwl7Pnr(RyG-qr4DtyFXqbvCM9M#6Oi6f34p*6yYiV%1k$
z%`KAQ=1ni4-&2~Bw_V$GZzK7!bieY_&eo#l4vSudzo%H}jXwRY7o^^GKARLnP+Bc5
zTb^y#?sp4CH4Q7vYL2F@y4Txa{RMh${1ZJZa$k^|W7UVMzr;%O$ZMA{^d^<Ra<Bc&
zHI18>dW%HsJ!Pha<Y--cREiy6e!pBa&BZQQbxof`y=A#wE-h4B=x$a@t9wT6x9vRs
z28<?RLH8JOSb|j4vl7zo&Z%>2Ky{UtBov2<x*qjjWyf0wyK<x$$&|VrN|Fjn4$)B|
zGy^|bR^TjXX=w6i@d~Ne+=%>Ox!tU}v843JF!lD2^$lX?)}YZEW|LRgbd~bD<^7!3
zx^B-(o3GUBF=4vX-1Pg5*P+_K;}**LdX{~&U-T6G5BQ9F*QNF6&r3f$Pa<@Wr^}TW
zFRU6Ww?^n{>bku<bEUM`UGG-CQd_LI+XW@o<x8m5Nm7e_1ue3s*>1DeA%`v%7dq<x
z_kIps>GbiZzY}}^06u+qbE=(I`z5njr%&tdY~EeHH>kOex~fZFm%M7b)9I^rsf%@j
z(^>TIy2352+>MOB{Ur+trK#*6GW}lq5zwEFuc<D5>#kpEUsK+euUxsbSov9@xih77
zPcd}1q`1{`-<Gegw%c#1ywTci_bLrVYSoq32CD;A6gO&%gB1-~Xq#cAY|%2Q97bMH
z;ImWnxG!a!ahyV3Ps__qI83__Ve+i1lBI5thk~6^Q%FS>K-p9&w32qxkmIx|AQA-$
z3MV=Ys58@ae950Nz95~?fAKMofgo`p<ADljDPfhV3tM2QAxmqmEv-ld0;DC^QiYKy
z4lDu!)DN&;nm-KgX?`i*q&-0oNSaE;$?jU|-9>iQ!%lMr>iat!x6`__>#mwRNi6}2
zqfq*)mrrG;r?<ZU0Mpv(t8UG)^i+20Yma8X2Tw_Ui7lS3eND6YhHIWyy5FR0j;OL}
zo>}WXRii3-f6iS`q+aGNlU=5g-&b;5Ji>EKwWjEGCX=w)D{d6JslTkPrlY^xtrhE`
z=cju^BPA<3@{;rOG7`*8%wf{#@23!E3u$GolvTa5w-6RW%34A1Rzp-#!7VLC7NS<A
zB`Y>T+4@8im;&d+Qy)B26Xt#=;tzbE^~u}Of5WfP!``p?*P-lu&tsVS1Jj-I;eEF1
z{(NcMB`P$=jj6KJTby-wO;4z)Riv%VQ@?q%qTs8YV+D$Ow<?+U%@soj>eKL;^yBEq
z)i*JJ5^q*jT$1Fqr_$E1)w(~G9-mm%dK*ns>8@E>bk>)<Q|qdWa~CQ)9VcVB+v@H*
zLc34itW|V3>rJ-c+dszXsBRXfX}hWG!;###{4sw9Pf~gVlKMMKYi%*9E!V1jO08n5
z+L3*#=DpdARpRqnx@EarS}3j;Mr$p$!FHleJ19~bxwq^kx~`vzcJR3{<_RSyF)NBX
z?jIx`aZQmb_9DY2(~(G-!{3={g&|<Jx00Zulu(_*B}qYbN>0L3rJ7XKB~(p7zRLdq
zD?oSJKR>@%{H^5w044oM^EZ}Uf#xgx+~o$CxLRA#oX@DOwOmHHvRyRwru5zUhwOAz
z7Su4~w-;$!YMrI2l~S!PyYF?h-_Q^FIKPO$q(4a4ZD+}zd}-=!53f1Fttx7*UZgJ7
z+IGdGw9b-t)uSjWG-ojNMyl18i*}jP?cZ$|4MN@3t8-~Zbw|=yRb1Sxv(wsrDgOW`
zyVK35K>ipU#q~wYPfyxE)Gw)yVe9^3Q0P57s@u^NcV*aZtm*DqU368eTI(k)mi;+t
zywkC)ueY`pc%Y-cTkbU0Ta(u(C}~@J<je6f<Ucz35$fZZZ1dlg4e~ctb7rQiowlA{
z(>rLWw_3E`y3`thwuPpm!u3t1`&&2bE&kt5<sCzb2Hxr_Lp6x0r*C?xi5}J`7VMPT
z-PyzTB^NwrSxn^Q?4Hkj>ZF@W2tr*Q>Z`QF#4RBy37~;0U^g(D9iv^Hf>Mx8fmx`j
z0)S=(3Cu@*{{R|(f9ua(ABa=h1CpHCKCSt6%f~7a$y;8K(iF7Ty)wOXakuIXXQbIv
zRIOY!MKyxpi(Q)k0IF|S8oET#SiRLbWV72|q@c_4A*+Yt1?nQ3k$;UxKDnvM>mR0V
z3jUDM_Zy{)MRI>$=x?N`y3#$MA5~u~?sPS--0qZ?=j$qUevG}}AEna`(_6J|nVMs6
zz2_`GsJ{-cNZh0JchAp68Zq5X>*td-`ZlMVwA{n6-mX>)^?t48{r695YAaP@(O0CZ
z^$i`u?(0_Sy)#VxMFW)8H!5<w%@rNele-^?Z>--;{{V>3;R&WWiOrs1@{gDPw{#uy
zlU>pBuS$!3_n4P@8eL<1(HC1yeU{Xuiv_;<U4N|B6;+k*vsGZVu~TuVrKPRCUMw~H
z6*)64FN5K-xIEmfidHaIF||uF)-{IDJmS#yBFvj?I)uv3p#j&XQQV=?GNnCal&(}L
zxZ;+TFZ^L{q@ih`AtgkDRFY}4bL!Z~%7;2M&Y01h-R6Fg(N{&^G=7)Y`ntiUFDor8
z_@#=|eyyRk+#7j{s>W)ms_ALkdXlv@3Qc_~*{$~J)cIk&_ox2=QGD(6v&{`P&Tc?+
z68XzcWN9~R9J1;=FrceLXt-0RlH);gvR<gJdV2o=X}MFOwk}p%{if$=xVFnEuA+Q0
z*G40h9FFG?s2x}|A0#<xtvRu+m2axLCrIcE1%9a1j$0@Y7hiB<$!cPz<oy*A3Kd&Y
z-8$H%4m4^UZ{2UN+i${4kUxaqG<j$07R&gJ>S}IRbHhO1ZxmWRtyQaeo1$Bw)6eOO
z%XMAy=cn}T*3yfu??CG?<yB3M+KXeQ`b%X6;)=S8s=1fDrYnd_Vc2utn8Wz0T4{!6
z<mF}Co|<*3liYWYNo@_LT{~Uo(AX*4pil%xf)Z4rvO*0>3MXU&o7q|sYHO5umCmkq
z^GnoEGIbX?Ink@?_3tvZVyIQAb$!Z?)kkx_J8ZX7S}0$*i$w*xnxdkb*+EA@+v=wG
z%`GJ}Dp^Yng#9Fb1-E{8@(0lG;v4G|l3d^APLQbOl_e#&Q|Ml6=r`~7``cD+B~g5_
zUbOD8q1QTO=zUJbb=h>bDvd*?d5xvD4PqRzSLqbI>sNYTmO?iYJO0o-_?`CLaDgyB
z*og2pz`@K<*!JS%7&CaL7BHsN#H_b@C$!m<YGH#dD*H~ERLiKg+7RPy29UJSu~e<J
z)c`>Y*k0MHjsE}`gHjFZE@*GZSg%s5cPeUEOv9Aat9jK^)4K4fb&7Q@MV4Ku4O5DR
zwAlz-;f8(10>5Rju90p)jFCGW2=j^m08fm3AD9ih#7Evn@qr#jz~qn_7y}WR8xMjK
zWK5W!9k}MY-|vhd89ClFwEmz(_L2d~F)(=bU-22Rei$^?PC+N|<i2ZNO{x{5s;)kv
z8M{(*QFg0tqBiOWoTauanHCF6>i!2)M|oX+U4h!&K4@zx9b)Nl_TF-f%7AhpoSwow
z#AHc>jpux1@#)>;@g=Fe{v1>vhs(a7`E^LT8|}94u6|HfE}vi5(^~bib$vCe<wUD9
zhN_d=YM#*N{uf(7YL=Fzwi`t{DMt~Avo>b%shLqW=wfY6Ov|%6)U2tNnr~srsm5Gw
zW^_sHg|RN$+jG2GQc9>qW|AndXeufRNhY9!M38-2>P>7Zta*wj0A>awe%Va_04xdL
zJMJ;XM%r=3w%bWlk2s))+dxv5wXF1|2}BhsN>PNRGbDfkR1;E`lA^Yus#-Qy{X@&>
zZ7InmSyz6PB?$zrY9R<fQq-W3R5`m$X&P%BRn+v=T#9;q$UfaDQejD8C<$7Gp-(7v
zlm#In2~&YwykQvKDWblC#_m^SA<D#nx_V;@YMEdARm}9Rp(-Py2}2}xj<-FvwcGDW
z-k>=L>EG1XD*2b{FO>{)_mw(A;e4*u{G)o3&vB;IsjSjB`);24>vo|^tQQJ<HmI+$
z>Nl+ypu2V1i$bU?T5^`D#@E?@!{?Fyhxz+S>Qwr-^$V!^BU{TZUQk~7R5bPPN7yKJ
zUahHTQ@e1YzFl=zoz;HjJ)u^sDiv(E+UUNiyR}=@T9VAWbu~59$%?L0b2_U+TshBA
z%k5^KQ=7x|2-lUCy4SSusCMQp%~PvTu9ljPzNA;Y-L=}58*R5PX?mQYnugt{Z;Ntj
zQgwKa7U_MRgf%Gpiti;-;lw4>P?;&9P+WL6NZOZH+b)0s3j&z{Q?j8$azL^AC-IYe
za}*<la-XeEZt{<xKB&3D&CW#f(VkB7ms{#KF8U{yELv<98f_tOHj8aFU9z6drBC*H
z+f1vg7Ye$1TR>`!w(676!xC9<t7d+FKoUOKoCuk~JDws;o%6Aix$hX6jEFmCP9%u^
zbK}75KI#*Kdk{|>_8CO849m7wTVbZzL2+tv!iJEPB(24grL3hRX=)`(HByNrn1s}m
zypwAS@X{C{WW?<Nf_&x&U}H0p21Ymt#18v^sD7UkC+)%+{bw*Bcj^#(ob7?zzYFy_
zBWy_!nUA^8>Dzr+k?1GkvFI|p@fY<0bL17boZ1_bHySQpU3J|Cpx1QISJUb`+jgnZ
znp&4eY5Qvz8(Y^+O?7`*qTxqG%~G9RzRz`ewq9|dgVT;^XraqqW^)ghKgH?q{{Yw>
zbE|Y$@!Cdynv(bZmDCmXF?Xh5KUM5gTz-UBvdO8b4YcY}@4N?D(K@3dF}`CR`yU1l
zJis9Egpx@=B#iDrFn`Bkw#SX48JbMv?=Ew^lyRm|#FwMClP>BC``5iBD7f!@3I}$i
zgtxFtN!m2E8z5}@)iqUf7NDj=m%g>(8-9w{`tz38h3XDoYi(Viuj`_I+`Hb3)R&Dd
zcwN4w#$BkORno^>Ls)3vdYYZb=~VGy*BE7PBdMem>(?8N!trsgyWOknZkKDNWmU%K
zbGcPLU2wSED<5{Ivc9^qrEb*K)>c$H<wZ?ROO8KK`-^quscTY=mSe_y{iPy%1Cx=w
zW;j`$!N~jPw0-;d{m$ee0Yzac3s3<|2?0t1v;|bD0;YhP3YtWRAEe_LkLEGwBdS5q
zf(gsm`TZoBGIyQkMl*~KBfM`okAg&;WDW89?=itUM$iNTHq3aD-b7>r88eh3Lofl(
zz$$#m6Q4OSb}_#Td6~>)`3F9J`^;d@+$kiEz+egO<ZqdPWRsn<!7&m5le}cl+i8Kn
zU<t`QAr46~1e}Z?)MI~><i-q>!yVIuGbCqh$NE6T;!gYkh#1Fd{HFlN>ja+iAPjB=
zW8eWB{{T009k<BA8G;NR5QA)H4(3igPX7RS{fHof35Xe;<R1iY+qsfXCo#ZD$LaI5
z!H@J4A0R;CLBZZK4sbj61M>d>&XbG}JRuSWV<tTK9pH}H5N2Wl1jh*GKW_c!B*sqT
z^uXX5F#<8U{{Xgj8UFxWLDWQu{RB^ZcbVD_VE8alhGsU&8QjNzkVYp2PE5uLCM0CY
zk0;Lg&H>2qU`G-AL<!#>WM%;S`Izi@a}kf9v7NI$pzX2D<AfofBzMeC^R)K+j_15!
z!NA)j%o7JVA1MIL;}N_S*h%}6HUcr@zHlG{CL&zO8^GM3B!DM5j^2B~8A1cGo&Nx!
z#17fqiIO%mFnBRA0LdH7WOk1dM|ka!cnn6-<G+0NfJP%@8P5c6GXUdr-T(pwliYk`
zY@rT(!9OE;?Gqbs8}^^`iGp@G5~)8EJI{@y$nC-&d`FGW*)xdqv5aGYh{2t)IVLba
zNZ-r@K2V4A0zPCwGX(7s<bC9v@Dms_JD%fVz6mji5PQKrkoXcd{p1h)Yrow7m|4ze
z2e}d_B1Ut+XcBwygiAgD0APGXL`<K!Cj-blWhgIKTWKFbUr|gZeYCmM$ulylcLR*8
zB$3wHCQd*k98eR2BzMUMK-zcx2Z8|KhbR40;xoSE0F#WLo)C^qxAQK!q=a0kS*rp+
zy{A&Cogzo(Qb={RtFY+|i0O@wR%Bgt7NHSZ!!$JunO#F>h0>y6tLrJ08HB17kn_+)
zbs{>)95cUTj`I*lY?G5Rd~evxl6;+s0yDpli1KF`#|TF)R`TMV^cU>6Ic;O92&xHr
zwQfgET{>f-Dg`1~aYSIPML(ZRuhH6u-V~+KE}^uOF42_LCI(cZ+j9CuOsU4uo{^G5
zRTxT3mBQY>stVegQlbeAzO)5x9cTn4X~4qLXQW`jozCCPTh%d2YY|U!Y+*%76!ipc
zhglxi!7Ha)kK|E1f`n*l3QCGp2q38?Dg-Df7%5bYLa;#~><@zwNy#QV96<iKIf7)J
zz%!mXm}-3)e*rgYG}Anwl>3!*y-LmiZnm4L)FL7jvcLr(N992@-_Uj&n??I2%(Myo
zp$@lSOb8N`{#7O9lLaKL<&@*{5|RoL!`q(5K{%i5`KLZ44%q-eGJN0=HvLB1<o&>y
z*lqRt8&FX7DY|6WvNP^cEI6VtGQ*t@6)U(yYXHyZBc!iXb%&{(EYvXb4v*$(=9bHY
zC;5=Hr9wzl%tl6I2t_b+ku%(FlK?^OF__5xPXXQ}%ntea%x&D@6BCiNLGn%r2k*aN
zXCUwQoZ*wOIo?JxV;g6@51hs$gdvRJVtg2%@qk2lQ27Eu@H_Vah>3y#>`caUJ^K=7
zch78r0&$U&JNX-DjjKrM^<VCZL#ZN$l%d+inE<9qLkUz*TgpjHjHR@#V3hz1C;?jt
z-uZuHYTHQern!LBvf-ptq6IxFQm=ZbgD|JS>25zUZc0kM;T(CXug_`=qqT}E6zKly
zje>vVsnASL<J@rn0C?u#nO!9Ggn_&B3s9s4>B<EJG{|h%6dsf$qolD$kdXl`j+Y!r
z#QSJFC>|z|axiwxVniRd0sG`)M;L)qwZAIpDe>!A$wr>2$Yyt+f5XT`hCA#;=0{-|
zBRMlUldz5!{lw(J!HtN<ckdG;B6GqW$;LB}gC;&f$;8BWfEgQnZ!lv!%yypJA34e~
zh9*z=$L-j8&S05=+&Ba6<}=^41Bu%QCS$tXZ#diSCppZ>p2U0+!I8L_K19G9jCY*)
zKO7+h$9!fanEwC+5@7XCPht-YnT+rGr1->~{27c$?=i!f$;<+NaXm!Dd`<xq0(-AG
zIh=XGz|4Qz3?1bNbDh7Z>)f1fG2lqd@Ce%`H<&%=7=fSL{9;HZ3HZUzHz#;G!8jc=
z_5|z+#C#2=A`a3w`G5qD5QaPN*pc!+*q9^kJ9%^5U_d7s88Ia6aoRXj-^lSJGq^Yd
zGuv+PcsBVb9tP9)`2B%6CxjrG$o~Mxybx#SxzAJ|+pu%65;qce?HSr2MkappffFJo
zans-##`6*;KdIg01m`#qW9RH-ee)acgi0|HJDd-l_l%zVU}k54ZMHWj6WqjOup_ZE
zn1HSnL}TqF&L=Q%dykyRkT_6ILWE=bi5-lL=V*wMXM`d^?jt1PCt^$uvy2@0!8zf<
znBNk78JW)JL`dES24ui@IDll#L<|We<FODs;Lhxk6OQmCZ6Jduef#%}@Ptb^#K-6)
z?H@ZFK|g%(w;-4xWC)4-pUol;A~E;LKfVn2-+XU9=4XU6B*+nrZgMvn1jm0KW)O*e
z%5Y45_J})Y?U^wEa1F%fF(Q5-Z6i1a0h!+;gbAD<(hteU+i9OUf?%BEKM){9&L(`w
z82B6^*HnkF?T`W9cfmOW<bOc~@J!&~{^Mxa?Tj3gj0xZ{H~Z&1ocE9;B215t4bRvU
zu^so!41x)QAV%2X2ziVRzm@@le&ipy+ij;}K>LsZ5ws1D-XM>i@xlkR$eh8E8Jq$4
z-y>m=V3Iz^F)<_jAdC!bBR$ZDe3*hq+XRE0nEwC~w$a40b}&Q&Hp#?yi0pDZj^~KT
z7$0LMJnb>(J5OLY1VkBwJ5Spm*D|fQ?+AN3=tC2?$c$vcB#ie2PjCr|&j28izr=tr
z1n>6A0~-ydQNR*TOk|8^H~ycgAZ|E+Cpgc4xXuCEb|VqL2zA%(hGJq5frEf?@-x~1
z+CJ~+eEBeTA358|$6`+rIf1+w{Y1_LZLq+QN!uWjOo-kF{{VdL_a}03w+NhgABS1}
z&l_fYkBJasH-ZSp0E|K5$;9GFf%=G@$H>@-AZ||)l1@Hg&y(|lCN|i1k~k*->?UMx
z0l}Pow;7G*I7QEn=#-wv?<OGZHjyH8BXjx#zDVtj;N*yz-?_%yNuDD=Z~zmCiNxkk
z-VQbx+C-lx_9wC1&T?Q!z%qD5-|g#tAd!JNz%h)G5s2H&z=!~tATTflb_Bp13Cx4~
z_C5Ggf27Vxjm+c%en;pB0PUXG8SG%rVq!igAa5wKEFJJjF_GWw4g^jl?IX#ElegYG
z;LHq8(fju(6Z13uG53H*@@8ZV>`B4!1|-Ot{{UGAaAeE@!X7^FtE%#(yl=MVBe|U9
zMq~lL(qIL)Oc)|@jr>ghyA96-3EwB=_{5XB0F3^mNWgM7IRa;KvBuB{-zW8x!VtmV
z{{S9?18FlEFd{MYjkeizeJ9pxTT4VhZl~&`d7^D~XzJ<MDaI0#R1A`lIfJcWkr*4n
zDl-s3lacTwU_=w1IU|-drOVA_Ur1AQ)CxdRh)cB(H_)Wdbu`oI$dU<xjuATLN_D?<
zbDYSY<9+rqk(l$eV>rhhZ`C(SmFk<NRXgv~IZslmMxABX8e3_jigkNxLeiuqPBf<o
zN`NXQTatL}V%C<>wXF1|2`gHT5|pGUsYYY@Q=Ftg*mmQoue`d7hpHWd<L)@}$uLy6
zR#vm*%9S8woDZH6V`XPp-w@hZtEgt_N|E`gZq&@yq0NW)j<}DhS&0M}unND<B=I41
z(^a4wjgi_X6lKbrC0DnAMjN554pX5&&PV5y)(OIAjZpW&08GbnG6BrU^D;3WcmX}~
znK)L*$s~+K=1fLoggW8ZjBVn@W3H2H)YOeE=jrcExo!5+VDzf67pdG_g%Fm|nLQ~m
zRU+Q2Na`9?d%}TLl<J>t`+JR7A;JFuJqV^#k8}h1Wo;k`Q4j)%)&xYs89Q$xKk_pe
z-27ZqR@Kq0yG2)1NVNzqQ&c%lvLJ{nX-OmiR5OSq5CJ?P9rn^FTY6JWHsTiBjp^$u
z9Bss@D?-z4rb>{ss0AfyP$^PW0)Ye&2;kt-E;#O#(+;}gopsGUWpUS5qP4i<?X=2U
zi&}|Nl(iD2DMXbLNhF>QI2HXhf3&Z8kJ~=W{{Wjko&F-iKk4%E(yd}+S8AC*`jTGb
zcr$dV#7=hq08ef;$(R6Rz94tW&Uel~sE#&0VISK4Q~v;=9r8f`0MDIJ$@vFjJ9pz-
z?stL##LhO5PGIB=Oc;qHj&VOh7N@G8aQ(h9_|e**^P99;f0uE5&;J0_ANu_1z9o=6
z_c$^P0Cy7u#!pd`7(6chq?~@S+CYMS*&a{kL;`$fVmuw>fPZXBByM<9own_Od&imm
z2sxaC#!<n0NVRQS(x-=3Fy!~27|+b)2>$?@4`4n?CIAze+6L1CBz}<-i~~EOci;ZV
z@(3TzI3yUx@xwnc1j!$_^qi7M>E#ZGFK>ohvb<~-9Z7Jo)CJQxrP8TD)KRTp-8>KF
zQj-9do(YbZQ?cpy60}MWDZNi%*OVppR#>lP1p&xPYN=E~Qd_8QN54<hR8T^KN$Uu8
zw>`i(L7I2!oDEYj^+U=qmYHpCxK1Ob4T7j0U-N(Q=rP9UZLrtbo~F87u1sn4A;hdD
z$5guK5S2=sO&cLyXj)L9q&P^D2ST$HSN7y`G(OIZ211!>%TBo5RyEtjj^Sgd_A8p`
z>MHi0M6HU1q=D4agmwxYNKg(SD0QbGlG|dsU5bqr8;&%X_bL`cH0c14qPLz>8z2Od
zKvI>wB&f$6)kUfF=An4o)DYs^QdY}%8g_$q3r5aUhf9g;LH<;%H2(ls=50MPp{8q^
z9YD(5srp=<XE<B`|Nn#3sv@B+C8&gyeySp^(TH6V6tzp0+SFEiuNJjeQM>kNX^By_
znp#b1?TS5XkJzif^S$~1-^`73<x0-E-tTi>=lOg*N^(94$qSjMml14#L8-OQF#$Jm
zAq)X_MzRvBZ|t=cQbs2=ZX9jaXTxBp7gDY<oS*GZ&4in$WC(c-;%g5AzKyWSkn1Wg
zg?GfugKo<8(8>!He%0G6yR&lYD3HPTGBfAZnh0|-HQvPdXA(*fnxv(#dKF%}ik?Gw
z($KXqjKxx@U0jgins(iZGa$M4uIw|V@EB$U?N|M8K^;>lcO3&A!_}PfQqTNhs9Ic=
zh6tYI!8U+23x>+3IIvus=gK01G>{iPVl27nc66eoAnl+Gs>P4H4FMrC%N>ac3SyE^
zUKW~hFN;Yk_G?(&4)C9oTSr7@kzxxlP-S>KR4#Is4V^Q9=M9pi3nY@3Sg4ELThq_c
zP_KjpSHfUNl6!Kn%r6abS~quKKc@F6x;H%<%dZr}nV@0K6pVr(ySv$%UE(NXN*aPe
z_tIBcJvq9%>B80L5ee!vT=bYt3v|m)Iv)li**O-&9n%)oPj+f&v1uCm@ha2crL3R?
zeBpfN5TU#b3iaFe_mSj`SqM^R2}>6Bj_gn3v!R>cR7vD_&0&h9BvW=Wi1Uzx#83Z8
zvDF7OC-d?W)HA?dw@69+$eOJrYj;4}b#4=!E5k>{*Otg-7I*$?i6M?jvt5!SB-9dw
zN(`IkGwW8mq1_l@Oj+(@>h#)xaPp`VHKr_yT};{SS&l6O_-@Xq2^G6O?-<e+=*(tW
zmNjU=8!5Gg8rSr}ga#?1`GKXAGF|kd5|x-7Gt<o}$w@7j4BVW+!!>*Q+>t<akd!F3
zt6>v?iON83H9+8PJ>y7L%Wc?v+qUMIX1@hmj4C-?>VnkjtiYqP6>N5pvy5HRT;cwY
z6|)TQ5%lD@0K`wA9GYcGD16<fSv_m!tXuHfx2>}l&;}-`Z(6ot_8QRdbKIFyGGj|X
z%6^dVA;@Et`TRMhV8QFsnjUlD5JH!%n^F{=!<;AT8z*0TWct=g!14?vvWs3pc%6xU
z9jNE^J7~Bc<j{=aSuu`WVFVZH*cfKkP}=#P7!7_uWpLjTOAhx%V_0NYSV%QBLWSb_
zht12xqv0DPZQvAmiw|gqb(4s(DPh5KJ)uazT0Ob!6EYn!e1XVXu5Lf8iLJ*r(8}$C
z<GMIFkq%G`hXt1iq3yM`h#4FP))SVb&UtRGyo-qA8Q=?JOO~R6&=7*2*Sd1A)9#9@
z#B9n+I56Q8P~X-qHxYraKv8U*DD3O7Th&CG*n>Xzo!GAZF^z?`_z;XYyx(G(rqj}u
zw|U*B5j~MJz@(ueNlzwi+SEHhm6>=swyo%yJ=<vl$Hrx*Y-IgiG+gAu68PPx<Pmb6
z2%A=~llGi#w2a32PV#&MJsbKssy`Cy8W~16XE}$-AB}(Z7%qlH1gjs=y3i$aSy<53
zGfIbu!MV6gszcI`FkW-~=xLvr#A(O`b7!Cm6{$^%&JJ`XJ{cC@b2Q8HrRw>`<SDH1
z%o>$k%_c^Vi0SV%YiA1<Lps)wu?<uSO3Q-sq8bbd`BE}|L|3-#Y6hhLVKxEX(B;p>
z%=(IfD93?~IfPphb0}H(I3`$LA{l_{Y&7yhs!9I^p2~CCAT18~RJs$tA*ch*GTQki
z1euxI6U@zsP}Wc-We^)bKP{3ihZ53&$f9;oY1>3lSE_3s#cxaB<cu8S>9B_PkPeT}
z^`(`#=K@77ldSndJ$rV;RS|P$-4t2K#Bv|Y#CC}*=HRH0=mkef_K;LAw{&6TL_Pc3
zyf~xah@20c?Ohom$ry&NworQ5kpg>y@>n|CjJY)1IO?n`Ajf?g)agHGrbI(n(vUPv
zP+oQsqw^<Os?YN+yLeY=s-GK|nrFNfhCKm-!|ZiX95s{*E1Pa}tRsa2-(<&6AH>Tj
zvE?>UILCexCVlXZ#Uu04d;+zIGJ6EDFQ!CX6{c;2GUBNv7hb5`70#viUH=Cf5LeLK
z`^ny@CBGs%2hg`NGqioRxwUcKZLt|1O=`G&T(P2Br7G^0S#<QM`mK1^U7V9!5+j*9
zDB)1y{$-iqhT*-hZjbA0;y1S!jk=aNRCe#D6y|)=qdOLqB&%i0;+PY-OkAMa{N;_R
zsgRL^2Zk^_KZ6bSJ-2Orw!258$7j`#vqOamTD?&Lwphi}uI<89L~vm(mmJ(ZtTVj;
zFQ8PKR3xODghw(y?m=Xwav*v#5<4I*ll$krwL;~z-@j&uMcwQzU;qbsKfjU{v{;*}
zQ2n*xH@B-(l^QS?|IYb8aL<ru>aEh!xP{Uzj+_Yv<z<4Kn_s9HP=e)X>tayA_;9fd
z?m@u^kzCv1P%)+iP;wO14RsM2*{QTWV;Rpkk95yD>LJ1kS#2W1P?5107)W;Bf{F`f
z+oC!*2FfqSm)%A|Yyd|~W%Xx=bb_-s;#d8)<80bC#+3S)0;-iVWaPA1{BxFUT)`Ti
z<e7yz9J9GieIn-sP4aYO&qNo!JVr^LS2A`71DkI_Sp3%scII^lmRwl4g(zRlhn;0E
z8w}tMB>J#QA|*TdVqf<S(jXGado)0&GKK-pk3L8OktI2Z8Wyq9{pFhk^OSpsL)u}q
zNqJ?Df@Ouj7G)SK>p+tsP-c}IvzvT!<Lb&mhNp+^Xg*g+%re1!$)-WJ0TjxtLa$=>
z-+1S5FCY+I99?C2VxKB-Qx#^qtI<zbq7qd#00)}h+cFX#_7e7~jTWx^Uw4n{@?&Ci
z|5*ktC}poQ46C%$7Cu9tM7P%L#bp*7r_Q}o`)5CPZg}9g*P4*Zg<-jN49m|~*}dc*
z$)woV>gqSy@7{Q}W-XwJ-qOLZl$!}TD%~!uls6Wnj**J#*0+gu!)-xjXm?fGrd_MI
zz1Oeg>Ww?wso@RHi|mB-1PpN6#g;dfPMw(+G!2%{e)b(0WJBy5BEG8T&JL@sVjT*v
zaX(pmeA|KnR2o+#@jE1?!ihER@(z@bctlk1;aYCt!;wP+m4Cx`&scV7#e>mdo$cO(
z5-)_b%Q-{_Lw$wE1Uj4CFS!U5XlGmia4v;7Ko!9j_pK&lqGw_w7npp$hV@Td5Y&?}
zI6hc^+gMxtuTC5>raPTW<vBn}2nTgpOd;kQdjM2NGBrMiEilh4WSVn>8cj)XZ(*UA
z<F~PuO3Yp$GC4>GypnTMnmNo;#^g3T3Zi3pSaT=(0xdHTGl|XI2O)7ZVrB{MwRqTj
zU>~wn>JI0N>*9=(HM7_Rr;BQwDwT;@ZX&5|WO)PLyUCdCTFS!+7&EFUU^deoN0T@c
zM@(5h04LB|fDa{S>EAwwZ?K|Hf@%FZ;ND{1hP#-V#2q9G0+$7M&uWfsf^iUFnEkY8
zt08?RCQyeH5y?rBikV?LrWT*2H_MHWTSD(-kkR9CX)YQ%$DR5xxJ5Hn;}%yXjxy((
z7{f6}N)H8d11|t5XxN+|Ze!d!5D$RM9><;9uq|0KbhZIQepI70TXs$MAur82t?L9Q
zJe=R=Yzx9QZ;_Ss92?(86WqD25~CT^+&<mxNGqv80|9B^l2npoG~2dvhqik_R$8L!
zXUx+>kQNZ<oFqCqRO1iGF{=%I662M_<c%d@t6gb8?U0KW)>m%m<|IB1jX~@-8ry?x
z<D;JfwC;U9J=42H@3@@~RvQFJgBCr%jKt0)Vt!z*yx+uu@O|p?Q}S?0&RKeR%d%vD
zz%EsvpjkZj$fj$Yx$TU5llGX;o0?xVNIenhCf*iukhS30$^;o#N(N?Re9G>^U1Llj
zt#E$7p6t#gR|sEv#wPs)aofWGEIGkUJ+kfe;@xuCeDi@AGXqkJE2ph9=xsy>Eg1OX
z4B%RUW2^D;z<~7_M8y$v3`zopHPD)~Yw+<f#elpxIo1&@u=i;6Ar+B@7ZL2&e-Yz}
zWZTvRB}+|s_3fat0Sh+;ybNe8zd^xD^zA)i2W@>gjNGg<ZIH$E{si}x&yaDd<Yg)B
z5>qhP8C{z`9SBEuxwg2V;r;+O@pT|;)Zr0~vfLg!-z@_Vq^DrA@KIfnaG03HG{1M8
z<`ln-e-iyJk_Ocn^}}ero@?-Xxv+;M+s&@GLeKNuuw5*Rs&TV?Z?86JoZnKuf6Fzf
zcYKJ7UpuL?3m8>IMva@h6O8VqJ_Ni~u0G;F%;k-8gNj5Nroe;<$gisjsSTjq1=W*a
zS$Uc8e;}@B&rYcKifs2LefRW!v}!eVwEK;WMl+kQUh#VI8R(AH8PIJGy_7J%WOJ*|
z%JC5_=~F)LfMdA!c7rzbo5ILn6V+zH<xz>X#^pX9JBm@kH{0JSXT3|x4NF&KUJc#}
z5KkXq81c<qDNQc<kA20lu%O@KI`6D!b#X%RU%MxGRd}AOo4a>1CAsp^EUoI}h%&L{
zVqYUOO~ijix1k%%2ZloI&wg~-vQ;}V#0){9NvRubd&!@af4(a2+`l%-apR|^^XKXc
zr_^FKb4FOxgPf8{t#%zNvr-byI3baSYza#4jNVY&0wTh%bt%1uMp-_9TCm!N0<{bQ
zfyAl7Ajx`Ke&%nT%rdw!YFq--rhGROJxycR(Sn)HMhN)I(IT9F>vdH;(Rk?Y$0ixI
z-|mYaOp0<8Rx0|Ee>wdPxDkssK7$^Oyt6I`LQ-ySvo9N-MTp(2s?%R8xBq_s>+**>
z_Sy|u&kr7(k@AAl!4@c1896vi$!n*h{Rl$l0>;u=Aqn(+OI~p2#BFPLRzNDA(bLXH
z+*lM4D6}G{CO>bq^CX-SjBtv!Th~eqJ|#Y{og1lh){Y{57ZwJ1d5?rOJlT2Vv^o1I
zwOI*fGxU7s;H^_;DV9g>e(!FeajR8S?~n6ISfRZA#oM(vrXSjUeNpCMr1s=jONC$j
zfc;mA7mWjd>aL=H)Q*p=U5^&-d}=}nv6sL1a%viuJi$94D$gS!nV1fhl%QpC1}wlC
z?X<EQ_tU~9srADv0jcwyn{q-3Az@Iccv2pFaylPGfnPT!_T~bh8%9co(o40|Rg+zF
zAe8AQrKqiHB7i>#<MX@>J4EuaW%)y5g0d-OX)$Yl^pZF>kJO#sO|EI{g^bIpx6}n_
zok#?k>ib$Q?Nd@bn)_<T_m&6^cBj_wDjQAiTzirDh0IaZFzxWxckRl<JN6SsP7gc_
z2Ho7UPs))M-1+5Y#a?tPZsUul()Z9?+7FrppSBEN*ZuK5yiv1wOIE!|8nPjH`x^t^
zC@EE13xH|98Xi572gVN(_PGxsrIz}_v3Ep@?zPN4QYbU_ajadGd-3s);)i?V6Dw+Q
zH=#8Lj;k8Sy{6y#x3~9v{yu1Hc|xgwauTCaHFQ$(Zm+iK!5eM2NzX~w_l@t0%Ipk3
z4GL~X|5SP8QvO@yP4=VlTCAe)3HgtC0a?vpNmiKc?>Efdc-8LN?)2{%mC$*&7dkip
zlPUA@zvdz<xzJ{3vbw;bt#;)>b&(?&ov7}~{G&*?Yg@0WDlPqc^>EUAU7D53(n~Z)
z6+$<4Nr~FGd0a(XU5OI)Mgz%N;8bN--b!`uu$uC<B4=qm(A%duiNEL>Z&u?UC#8fV
zDnJQ1h7Rv<TDpZpV!j2sbOwtErKlBB7BL|YZrjC^5y;Q;rqS{5BzK6-+mk{4)n%We
zf~}@kC->F#i{HKXoYb=v?{fG#zL7Tn=%F6oM-MZk_hG{Rw~nL9lXAz*kutm1`{cxc
z5$oavs8O;SY)6<%almAg{0Co<s#m;68|--F#eM~4cbDR(Eh3~~!HSlNONbB>-cwFm
z`=Ux?#dS-M5IHUwRkc!h(zl;%w{Q2Tmr+dxz85cOv}m3C)u?>5M5Ont?rQJa>b-eQ
zART};|1@0VSRX6-`?IkV%k&3!r-{vYz3C6k!>3V=d-yf}o)rQAVe5aOo>-xu<04k$
z_x2fsYA>be+b!?y3^6d|dz=W@T@IMc#vSfh3r!T3dXP=Z9_fi2B3{BoqIy;n=mLL-
zU0~b6$H|$Wo@^PVE#s{QN8V+h?7O(y=G8uN-1joBvj5e)%KcEFC8A_?^{L{O2dhax
z)Px-Cx%mVb;kxEJQ#mNmUvyzGHxoM7O`t>ZX3O%KL7B$p!syB~@zoB|*;iTrebRXy
zjJGAJ>w^A)imqNCTJe9p)uH?4`RX}~K4y4LCwD6ItK5XtU7hX=)%qTz0F-?*xiR6J
ze&%K0k5^L<xnzH1RnOB_JnUDT2;{%^lkcl4^YdB(o7_D9Y4nNbom9q7-(R17;f^iO
zN`7wy7BoC1KR*eyF4#IRzBg>}CKlFI93?Ie=qvbqb3z*{sxE&pwEJG#Tw9)T(#!bf
zky?YP>iB8e#apR;-$vi}fQ)XGoq)aXKbXp0+iF-fa{4pOP+xES`XdwH>K8`hPmA1M
z4Gj-u>;Aa5_D1um;mZf*mP6WlzJ9)EHpj+x18=J?{gA~U#LAYeRPLt*+|+$nS1`5@
z%`9mqSJqRhIail?*4vhDdGwVn*;lMx)jxM{UmEr(Q<MI|2#B>k)-?hZl+CU1s)>{r
zed?debV0#w&mY~ty8?EQwk=NpX5*-KnT&PpnN$q?3UPT6@oRNpt8e{2QZ(bckSd#S
zI*aT*t6oAnI5;@3uuL988CC9xkkd+6y@rcIyv!A~DU1i`Dur=k!Z^c~ZuPkQ>Sxob
zhG#v93~K0yoMa&pn!o=*LP0F2@%PT}88#j}FJXBPDxSJuYB62udnyu<@BZQA$EMLg
z=^s32b==hUnRQ1{4|P;j@J^*=U+bSO!fu*3X6ijXSzApWq;1|yB#kuckua|^o1U%S
z8!pk)(X;a_Ykd69YN}u!uMu6n_HtkM>ff?D{nxiDp4jaVWU7Tin~Y9u4BAMugQV(-
z`A@6rO}}~*wuQ9CpE2qfKV-x(8mdOBmgcL4=#EySVxAA8nQ@=RA|8o1z8Y!2tV$?)
zV;5w3N9eMey^*|;eV8^>@1eua_5bShltY#TUybS#R$qJ>$LOzYJU$bw`F>x;%c;ww
zs1alT(FpqKmPo9Q$n;ZeT~V*mTdm?O)s$4Hz%N0)5+hA2Lrz(h3nm|qi|$-YEHYZM
z5nlIQc>4186+@@{srLyK6BXORpObZZtC{&hL{q09HsbnM9n3~2Uf3qw^8dcyy2|rD
zsp(R-P*H`+`_YrtoP75Eln?n$6<1?|+;v>R`CT`B^U6AJW!sQF>fgC`PB}W1#Dk_h
zoF&&bfi~xZx`z2U;GuPt+rVhze}XNiJ638&L#ioOs$$6a_cDqtk6@ja*&964^*SLk
z`=S$fu3CAA6Uz_OPbu_c=}PZK1RUx_2BXyH20o*ncz$y}4(jE>+#(ISiB;a)MEtm|
zNO@Bcm1=IqSN??QR+{c<)So9lw%UuG{ceQ~MMAtUd4Sw*FVo)VRlfoLtrHQTbbWd4
zZF*f(kj8H}*|(bZz9SWt`<X4jof^n`AMY(T^$B|jbUhl>886c<dHCaTy?OP(h~c}s
zVRYe&jBaCVuZerlPyMN^(Q)1<ZYPT#wZ{8;xf*M0u)uf241?E)q#m0$>Oa{`+4I=Y
zep)&pT;)Y)XScF-ZE<k2RKBpn`ax`OoR#S@hO}|%XMphcPbE6L^ZH{Rglv0?#<^al
z>Al6yoHaYQrnJoBsPRnC7iDGBCZgqzEGe|6m#s9!KPq7jFZg&0{(;yu?8kgYSK+6;
z1|QdrWPbKu!K&oFY#$V_Dc-m~`LO&>ZR@w69^Y3hVjmuwOkZ168@}z+cKRQ@D2>yu
zwG<=tr}z{d-4r8mNz#&X_e<pUr3oWq2RAu|NzLnd?JMmP*0P9(XCBP#EhTCWWjvV3
zmS?F7+@Q3qOGWIl1V9=m&_Y=$E7GyM!>d<xrMP>Gn{lSk#Etxn;$>_X_tdQ)Kkd=k
zIO0VP%p5o|)%b;VX_|8Ovbi>S<<jjd%(<=uuVFfIRmFzI)&(Dmmh8&Pd7Q}?a)I3c
zKyMCbKYs+=!_N4FQ`6JQJ6?{OZu-^3%{jyOUiG*QuK${<u)8yYb@ct}r@tmsYG>fP
zM*UZ$b`L+4R=lQjhBO#3{u2J?<NN9M+u2iTSj`i+)-S8pe@J&=Chw2;3!Qwk%cEPK
z+8Y;LOB=dvBA{2pqWxrR$kYDy=D6=S|H1o*(=+t}vXy^7-X5&~VtnHx!_g<e{d?PQ
z|ApOWw=ci5O;L@Gy;V>0?+d<J=1B$me(E~IYgYEYVXA2xUKMwGOCB2!eXkRGucPbq
zd7rk1u`n=^sE;;j&iGzKa$NBgjS+s-*WWKzyln02X`NILnQ9;{G}@II>o#sC6pEWT
z5}Thn67Sq%ghvBBPGRkdn+rk$w;o=xrvgLiYxwI+i*CJK_xi6DGRf85|4@4GO#Njm
zR!Vhi4z(JjyK*99b>gqw=te03%<RtqsmuI>pw!`OzH1+{n+NUc$-@%%*3O3yOlS4<
zMvT)c^M>rJJ`#Ksk92np24pLQd9_jkKYvx5kW#LK*c3DaoCqMuE~K^jsba_gX)pXe
z?PpMFS<@P0tgNx~Az(BtFMszw#US(D&$$nYO%UIb8D8SY?IGvwEy9UIc~CY%!(qfX
zdU5`&8z|@QZFoeNs2P@RJV1@)G*+#CiMV2X{oT)#?eB5rlP=|M1#v%go!Ha9qj2YI
zA+jv-T6-5MSUorLkifU(<s3qw3C7=d?S~DALaFo6+qFxB8h4s{-`<f(`6Z=3`MdYj
z#O}RElizn3P2HZ?J8cp1+eOJ8R)H4ZZBDULqV+oh*B6$?6}3MWRZ1R;c^lI@R=-*t
zWBP&=ng1(5nA9euBqTk5vc>uq3VKMLWS^&6s{8qqJsxo@*h!9kKqeG>c}=!WC*>l`
z!GKqHBJ&1im_LXRyZYhD)JxdlGy6A_mjoMznEo=pxt4A9!!w!iRM^L9B)dUhuz5vd
z4JL6#-ltxCZRmdQ{9Vn_H`Ai6*Khv=RrJgAgjO}TEli~j)EY=&rA;()e`}DdR5X9B
zkQWCvV2ZfOV0Y?I1hUJ>g9p<}BJ9^*M32>@_1^_#zdhPCDA6$a8|bpOwtOs~dKe(_
zyvY{hC3b(FCk3cw|2EayIDPcD%By%UEpy<iW{sYr{FA@|-IpE{O`iF0TuO#LF{$70
z83pEx*u#VrdM@-{#pxIS(k1k(rAU7sOdSs;jox$GXno|t?(52+AmWi0efhF(-FPVB
zRfZRpJ)!Z8%EQaIB4D6+=OLgBx7&~(eoG14vJmbNU037EOi%UHy!L{%Gi#4Y*xJtC
z&FgYns)E(fE{EbRrDjq^yXs}t8?Hj&+qw?nd6Kn!)T!dylkC+(4^y8~ztCpCkJ#Ra
z?+7hV<?mfTa(xl6cSAGv24-NilG*3(+Z&g4Od9VNZZu`pkScyP+F$ypXPR76J1OuG
zd-cv|ooWxKijs1@J4U7d#SE=xMz1}*G&p~_-Bx;rmTD(`@EN=iYI?O&TweFRvnOCN
zu(T%I#4N9D*!PR>NGnNsYxF0lQ&r*Mp03cf+rwq2O^%-B7(d_gS2>L*6{*<F#r^MV
zYUyX0XKq24Rllt?JgMWU8`Qg@_^!@~M#pshr9_<G>LXd}mH`vn``=d+Prm4dQXB`p
z-cf4jUhNKBeSdwU$hAi0iEExgkLJxFx=F>=%fITe=k7X`&~LquFg>P+_<K!U=>)Fq
zD>f*5sem8kXRQ}3Mb7u*$IHG4oHup-H)1emed^RW$!(vRR;I`PR$S;lMmS5{0QB9;
zmEpJ<4)MBX|L8akbAS@kYkDFE{j}<e*5Nl4D&cUbY#8{(d&@=Op@mfRTcgc`XATmz
z3GxhjQBQ;rjG-^T+S>8tJPy1jJvW@SKYCVj#`QJmg?+B(4Ys%A&yGK?eYnVb!8LI3
z!HfcZuPe3~rm5vtE8$#0C?Ef6_2ZH07D3qW{KKhykagOrd#hboY3|O}4t(+M9M|7^
zePb-@q-pu0W$AvruAS;5<Kn$@6^Z*FQO8y$MYhgwxv;OA$d<!(g46b2j8-dCX)~HI
zx0zQCo|>mkdK?;<sHy$#Gorj6(kxy*{rMyL>?iQVR(^M=^0(>jTH3PaF`<w5hCcf3
zRZSS!mRm*FsIM5Obk;C>rhn18p<@@AcXt3wb@bc4v;D8%kVL_St>K5KXD^0ef*;K5
zGtat5>#k;gR=lf|FLM8p#bNDa=d3Tm*co^6yGAi+=x!a})Yzq@y14CI{&!E}^X&X@
z)?*&R-)dIwW$5d_T^vjL9)%GKV)gYea%`HvO!gOJO?{9l9&xk1wyMV19t<P=ysCPu
zj7BTr9qSb#qp_)DmOK_92S54`q{15^D|0;AFKiEES-Bur?hDp0=1OF`y)}Lc8@_%6
zQfPm#NI7*-t?Z-y@WaZNi&f(99{uiB%N8#hGKwxZbM$qh*fgMbVQbfiN2R~ox(7_z
zyPulmnA`slNUfrI-pc4@yORD}AM<l}-ke}uI$2Srho#XoAQ!pIkC#V}PB-d~JY93T
z&KRA!yt_QwT0XcU_~sY+>FAf5m84f&20khxH%jvF{RsS`^YnhI6=!49w|XPLN6KYQ
zdehHpACKr5Pc>F~Xbe`3M-LC}9XfQcn@jM5oisFi))711&tW<CidQ>pytH~UiOZL(
z(pC#Ui@Z9mWq%8q5<i_O(~%buD!PR<L(u4ah!7vNz5PdlcI<JU&TBDH4Xzr`-?$ZD
z>bz^}u{g_9EcL$Uoh(wyopeLS%+3fi^<{W`?o&>5J<e^n_vgsBAPbG3ueEe10G8Hp
zuJTvOCX~a_P~BC1zpBAUTGHo>-0rKR>8-EsobH7F9;y%2*4q6x5F}I=Sg?2~`*J>0
zf6KCH_`y4kH9yMruR5-SRljxYt)A39nrgi2SPW!cUQ@kyHF)#RGm}oF4^1H#>|Zo5
z*3J69errV5|9ku7Z%)0)alt-pUd?3Ksm%4Q@U5%vH6y=9KExi{m1X&+YMx_0i1tn>
zq>!y-(l2fRDC!NHIj?|yW?+@NbF~L%&^w8-8Z~|Llgn!Gu@uRuO65t}hX*-}u0tZz
zjzXWc?A`$0ar--ZL6x4z?vE=9{h#F2^Pl^Fave*%A^?vzKQGB8nkFTue|wVT(#u&r
zFCvB4R5NsFxi&{rRc!L;N1+<4i6Nhm*=zQ~{KCRp5vhy=dl-5C+Po@zhWp(rAD_Lw
zhZOU%>bv`_HL7HmyQ}1ZEUq~<NcS&e0NaPv`|sbrDNd`m<DzXD@(|C)_<hy0|6)Sp
zW&BPrjhsDsYK8T?7X3p!o}f2gg}48*`0?EYsm1+$=0xu@ZE5lQqM@_F(aewOnHlfg
zN28-5rFBIIUmic3C=SvxarP=P3S4n551MG4+`M0L7rL+W3g7(6y)|pxM*dl&Uh#1q
zsS5K0hFfkelX8DPdL!*ezK4Kjjcd`#SH;4rx2nch4oV+SZob5qH~rFU$-J>z&ic2=
z$00|AUv451dA3C$ht*(7=HAOLBt9HTUA>`JU78?ZIi6{xYjYiWYfQ~9%RhJfZOYdY
z-OUcX_HaJPd~TpH55YcYTdK>xQJSpF=v!8FN!aa`d64UcLs)jd3&KoZs*BOZ4PM>l
z5F2kU*Rzp*v@c$i+j0K!n?mNq`^v<lOo<@R^~I&^&F8~z2NmiQ9+QNowC~z!qmT2*
zWrW?YZ*9r!BTdF{ZuBj>neV(TEh&EQ_GdAHU&Y}{e6X0Z^wBsT#N@mvcz$;vsJ(dc
zE05!f={CVH7sr$`U~N2N;CJg__=(@}Z7MwlT%lc}>eCy+4lh*ydO=DDFeZP404l}t
z{ngwQ|K5Fr-UlCiPl5)$U<y8oy?{{I%F*e4{ba3YLG`%3?Z)VvqNG9h^1&N%D>lO^
z2k#=5Mjv|kcE0g=*b!S^Bs2N3O2lrLH~U#}V=ie+z4_fgkPEYleRS-9Us-xJ$_0X~
zATNLte^;sAprdbbNc;wKCBgK*?7-uedG?^rpSSIW%v4IGf1e><UKjiaqRlZ0<oEAd
zy7p<n|6s}ERK4}RkHJf~aN9|}g5!vCqZbPA^q?=*yiTwWO@3e;PctvAPU?QedJZxc
zl;>3xRhHNf`fn$Kpj6u0h(N1b;h`D}XHGa)rWuYL4090kcN@W)C&;CzZjW_1*z%fA
zEDsi~X+D&dxqVde=-aVVwP8)Y^C<L}Ax_)k{-v8j3P7{W<;IorTUxry8l3v4`Scin
z^#c@Uh8R}ABuNVCRQ}^o`DM8Nq0%4YI0o(Rn}ke!#DiS`4vJgNDlAhfqGtq#mM1oA
zt(q4wuM(dtkB+>890T&-i!knAGN=lwXM8A5;3wXSh(EQo(%)yFzJ$frJiKi{D6bQs
zdaLv8#+L;D{sk<dV_EF@5h+lA!2TUpJa2H6+5B&S=6gtarN^CyMS+ukz0wW+&Mp1u
z;$M`MQ7*f{sa37j^e6PX&Wp%*na^LR4DPC>Z}~Oi_XMB0Z>wovt!+1o?NAJ}tk`~`
z@Kd~uBP9V>swbrV?#-a-4fk4CldwlxhBqEt`VBkf(XDag)}HkWy*Lj0Z(kuAT42C%
zTl++3u*5#wB>_hG0~7c*H2kpr^G%^Pqg&mRsuw!i45~_L0;+0ddvBij4)0lbouO^N
zBA;OY8~AlnUosN6%Js24v7}aQ6th9y80GPm|Ic}O(EIdjKg?fV())}L0+kq5YUmk7
zeAf*vZYn5~QDlp8u0~h}i;8#C$Re0>#8T3IEe8BnREjVe^^4;yLUq1sci6)p)lJ@c
z{$C5jogzOG5c4?Hku_N8;U!&aJ7cz^;=HFX)SN{7cEmI(oU$a@4rMoM4GC#qi0M(L
zZ%Tvj<@!Kw&Cfqf59`NYKunx%{}v9t7+0M>)T~&d?CXxV5SDfKVGpfq8w|cae*92T
z^YIzatg)F@r^EhT?c4oNx%&e;$w>&aM1p5VJS85y>BYf8?6>1#7FFkj*K?}(^!EA6
z7Ksin>06ccIPFuJkOptcm%Umud24)GOX2$fd)^fib@U5`hw}L1yd{>)igXScxyaJk
zWxg#4av?H7GD)khXjp(z+epQ@T$NpWoN-`GCmIx9*tE*E_7pkc${?ysHFhs9ZaDK)
zOKSzoQoLnUuWR!7>EdUN6|#rP_@Vm+ms5GuNWC*btM=T=Ls5M7M)`Y9+>eh9uejCj
z+-Xax_}lesS@s|3a=(0F_L@}t&p?Ig{h+zmJ*xqlc<Y6?;&=Ri42)okGzb^hpPMgx
zD(BTct-UH-yP0<1D5N5wBi7(Md7nW)v$lYuwb-w|UgPk{`-PBhbNGmm_}nkDwp+j-
zce{Z?!g_C7o<QL#F&rydTLy>;)9As<IOX3>Nx_#?Q&VZpbna`<@-L;uKM0VzfDb(l
z-h-_g{C;pQv3qLr6aZg&z((HYj2gewy)plG&!|Mv@TG@G&a`UP-IsxDY6=$_gsIAi
zuMaKlr}n$_bg++%zRX`G<chkW*|3FpR_Rcinq4?Ja{lwPPhS<ZPAd1M`T(}^B!kmp
z?3ax3)HgqA!)kRu8#oQ#dzt2El9n_5=&`1}qh-E28KPbLSy5w9Q-<(PH7R)YgoIHB
zE6ci}nq$xA5Ia?`d&N3nnd<q;nZ%T#g;Rn3*3aU_#tOd)y2bxMU?^7wgJV(3M!23*
zdJ$Akc${Hh+fGy0Do>(sUm}7q=Ore+iQLE`w@-7+CeX!pcPCN~WaQ!0lBN#I=dEV0
zV8?Vel(f)R{Mg|(14Ig4GnS>v9c}@g;28_6j`7YNZ8=?VX%Wx)GmfE&aqt4EJ9msZ
zm|1r6qcX50Ga&t9W+N@r6%fA8)HOZ7K?#*q;OzVdDkd-aL21!I3oBR-#m^*n6hCp)
z@7in=k<K+IA&T^8+7k8Zp0Wt_gZeFG0r-1d2(q!Krx$WJWa20Tj^w9G@B%rx5?z=a
zP=d6UksNS`;6O1nU#CRI1}It3rn^11X5NXryC;M)zsclJgYlF~;R~w~M2lJ;Y{EM`
zR7j-8$lRK48d`KBwH#^LMZ-ICT|B$>&~PFvu8oS;#T!FhkeAwZ6VHx!g`BvAgS!)(
zy~#Ah11v=<td%J?b=*Qssgr(;WsThT46w|}b+gSQEhuz$SrLL3jlq5(+!TBXi1-E5
zkL5Gb_lZh(Bhoo{X~`rn&RM7T%QQ5totnw@7GyKdw%kTZ*)kv<C`saWU_dMc<Bqy~
zlFUKv7*EhGc?AY8i!JP#N+;DWE)-Mk)xIf+pypS1QZc7XhKFMg*jgk)&<x#}158Nm
zHXGZ-I<uT44fc~Lk`u_o(JPA5cZzAcV?#BgSS9*5sY0MCB%67#JeX~smzI$YvQyL3
zo@Ie>Mt<_!w(#kR;z5Gisp-cSG}-{N`;6m6B#n!b25np9M89`8w_4y>6kQ`YT@Wlc
zr3~khj9&q|0#xU8`&?ek(#yQR_F0B}B*)@!$;p-`$Fz|S64AM>&jr+TW7;^5vLZ=I
z8q-|qH$f5`)mx3zEhv6LIHa9g4mJ-#?sM4$k=*E|1Qj56bF-VHqCzA?Z5l%5+o?2z
zlF79jNJ)-!OL=&N)Fx84^2*FH&CI;JG)LRkav=GL)-z;!&Rc;42|A7~@H`ST>xN-T
zY-7{@@uD*RiH%7NJ?&iEC7A5?>6SocxjwTi3(nuhVn3r%Y}M3(er>dT>R}zMM9y~D
zg$xi1tl1hzwQ2ffOxIFP%%sC5yNE!))128Il~^CtIDO9QdCVrp5`wKs%pkMX00er{
z3?#dThaOv?5r}ZIdEL60bqtwE1|?B-XY2+}sw#i8NYLmoOYgzZZ*8l0(ZjZF_>Mv*
zoY|(lIF4uOGnKNxY)K{NbaCV?XpC{|Sr-&!v;llpou=$8;6~CF!*<ybXXFVpJ^IC4
zM4ygs+!Av^?IiCI0;ysw57YaYZEBUxX#?r#m3N#*4_74>*Q{rL{ki|>AILYn@A;CN
zy>`3@W=rnz6x$%-^M}3t;TlapLYj`K+D{2n^<;isc2-_IYZA7}Eq{RCP)KR}SFoTb
z3N^vei9c8Io=C}I2;(glN94B1k6GhD{^7!2JH-}1ZY`zSo(uUg2L3czFAc>Nl|59n
z1u|}n<2EVv<Yd-(*Mx-pfrQZD`)}e!w(jMt6&PO^984(!>*&f&J@I)qqU`%vtL|1e
z1G40!yy6>2yzvWdZoDv~LX$3i@=bgwN>rY6EP2R#{LabXW387!u_@KC*Zjr@&7s1L
z&{=I^1ts<lUL4;>uy#y2v-!KffwYs}%6#J@p=IS)f9cihXf4+c-W8o!eS(Au*o7vZ
zP0a{g0+r?jU+qFSH<{2CD>}Xunfa@&RSIf-HitJ3=aBg>=7IpRh6BIB8(3+gHy1m8
zO%AkVvtM#-m}^R-3G85uEMqjpJJtyZm`*`LhKIECG;YlFrH#lJfA9IM-DM>7gC)N_
zL-*3l8m-V0W9_z_6ot@aW(I|DsntvVYpSk&6EB)-k{(`?Z@gC3I9`(9Bzbid7SP4x
zqw2Bz)Hv>r<<+VeT1G=37Rpo+84xUC4#_W{9{c&EQ~jt9)9Jm?wE5(z(V9t9Q)U_b
zCQF2Nvx;TOg<cV_fRp%DHc*1(@6Bt*U&~b1Hul-uEGBP>=<GvPRE1gfJ7PMXGgr8>
z4Q1$hI8GbJ(8EQ2=Q&7+@u@6hp)6#ec-F?0#K0N36|AuU$%>S9I=f4QXy>3+iX{;@
z%~gCdW~Mh<T&KZ_1g3df7eUQy2q{iZG-ue9Y$?$K9MXt<Juz>4j7}y$-&MBkXAPDm
z_M26j3kFI=kv0V`xa7OYV7V-LSYKP>K=^-9zhk;RGRYDzO4TW8E>59C)tqwEfV{KY
zSQ#f`m?<GK-bsO!ZGLZ5F1&>{(D%JXRLmtMmvA*C!5vm@<HHLh`E0ajB#AKrMZGLy
zPuzUXx<xoDY}z3~GoT#_;mmSy2U^(kT%EM@eSbpO633p?o5eWSuyGuBDxHCFvEgz|
z4k}6NBxkyQ+oN$eNd+(itBqq1aN6H5yU@{sc^lh^7VAp?KqV9$_f4qeMr|@2yamK>
z1#yx6{{Lkym~kL!_KA2J7YpEziix7D&&Ud(v@C#d(oiNxs2@%$>mMkF$k6YjAh5ij
zgs#rOY}91UxTvS|i28AFRm)%&tUYIaw#7l0APvE|3=T2(8f+98;BchphN7^ala#vQ
z4ld!ctwGIw9WD~YP346om%gqZ64NcF^sSf#J|c_MEME2((1XkJXM?(!(`quBbxk9p
zVDkt4jxiw6EPcvM*9Jh*u;eD;y0f-f)s@a>G$uc%3*vTi<E|0A``4iS76=ZGL@4th
zJXEP~9?5Ubv@ty|wd+N%)Izn9KnvJ?!2V2!$E><DUWvhGN7+4Kc{0dJ&|6S;DH1~G
z-$qxP-JFODR;oG+h!1PEh+M%&N=k7kAebzJCe)YP$!09$K+hxo*WoT6ExB&iAA6*@
zu5`?UnqrC)<Wt&`n)M9DOQKJR5J1i519D)YS8CsN&2Aanc9){2-3B}{$46Y6{!2<!
za0^+Q$aN<FkTHCESLB9NsCy2BBmyG)gIpbwGv6cYJ&_L;v{{xyuKV{yK{(owbfMP#
z5>jV>;H=h`=gY3s;iBqFfWpki6=Tzw#m&n$-RhmaFtgx{&N@=yrdeK>QD)eb>y~jb
z%Mn0jZ=3VG$Uf%GQdf7#8U!8mPop78t}z#m^-ymMx^7A&a-X+_c0Qb6%Pcp6p5%Qj
zBdy{PLQm>s;A4v)rQ4V}F935bW6yYz=%|TKX0rM#nRz!_xJ9H4f|MwTmYSsx`g=+Z
zRtafV%K04?$I>V&V=j(ikQ`I*H)m26gd+w0IrwcXIFXJABp1!D9xMd`k%EJk+Yw%~
ztViBEYn{AdaRX+a>nM(0i46irTMUlmJ#j_~ARcyZXRNb?<WLAf4vw4&0vmB{mddAW
z3kz3vILP6KiM#U2ur3Qp#JZ@u9ND2`LTO2qz8w;`Gp=bTMUJS6$5`+)ajY{$@$%7g
z%)pcmL;itW&j#F7R<b{LAfNr-I#8T$ptW3}l98W+&xEo}><EE7{rVWzWr-{!7*-ZY
zBHS@#6Jy5Y7!sB&$t~?jCVGMA#lRWCzzXB`+F(tF)j1Lr>IL<J5%`wNQMugGP%|_C
z49;!Tg>4@S%E!#lw4lN7ndJl~Y1%@hWfLhGQY0z>VGz(J#VW^2M_;{++#k0_7DD;f
zY5C>bkY-XJQ}-sXkyD*~%WoSOhtglV=kOYuFG??5=_<y&!tdI}a7gOeVZ+XM)6n_A
z&CLB^1$IA0G6+TZ72}^@bqlCq@`qU-MZ8J9@3=?^f0uC6)#wy$JMxz`0kqsHgI0oK
zD(*y|)JN|MwEkd`sIDjOv7fmP`ZSQTv_Yf&Pdm%>WU_SNvQLcFG(JbIsF)avYM!m?
zA{#E@k%5xT_$}aEa<m=8db-h=j9Ge%O^jtO4M=^fmWGnUk;{rk&AaolT5EQrIMZh}
zT*=O@K`1V^g_%%E89bQeMIoH#YzLk)v%W@lQffCE$rztpSRtt2%o=fk?b9GHm=P@^
zc+I`yBfF*q@u5&a>>0JiDI;oWK_>~47sQ=QDqzmv2kmGLw4PiU`v=;~P-}1h|2}t7
zw-$dqNZmr6+WZNk*nDm!8mgSjJbUn@GHAzX*z^Qy%7CW5)c4U1%_b@yk`*~`Ea;h>
z-L|bEj;&_uq_lGJ)cgZ||Ds1Vt!?TGWw@?d$+<<-O^G|Q7iJ`f<wpzKl$&UYrX}dh
z@nsmjFJeGI8GAh^mi`~R+&@s(WP!v#&|UK>#2iaJPaSpIC;7g>Bi^Nqb96N_Ttmr0
z-II%3p2p!Q%eC>!9ZhGdpDLau1ohm4lIY$=5LE7F(%g+z?O;Z%Eis+0RB5_$q_5V{
zq3Xe3WWl`GN=4ZpQNkF#nuCxcUtvU`$0a^cUgb*5`2OL5<V`iBw3C*tTb;jF-T*$Z
zo<hC*w=StxelYkw5R5x(cLtZ)B~cx8gvTsEIyL|9Rpp!RtS)~X1_dqD)%xAT>xK+0
z+PYT}JJf|D5w`+ODGhA~Qy=Q@=YISUu$S6x+o0XSqI;ptsy(3G;fvS{#tU@{y92Bd
z5DpG$NCdQfZr<Joxs$jT&JT8%^Jg?~cTPX9So<|P_@r!QJtdTF<2NCqrMdJ+ss>+!
zE>c*|(Yptl=kc&%{tfUR+Nq%xVE$UYc(PkifET6JRe!nQNR$whpr%TqWtLl|so~-{
z-RRhWw6=>$!2P4z1=X$PX`&bnnaVVzbndoncN8$<@mw#{BSY!oa4DeO-Z-D~vaf07
zZ@p;>w^`o3N#8D`;JAe7_FPv+ywH8n)qcG9?b3$0I|wrzYDVJ-u(I}d3Yslsho3o#
zA?7r_1^r@3Q9!YJdUhkuU?>w-pRm}kxpzlIaW&tzFyGclA^LBM?0=kV?902vSM+DG
zJi<o05oPtzLdl4iWp&i40*WuoP&W<vLaAT}s5-l!CdTHj?3+R!;!~fvixH{lO}3#X
zE2shvSxL~WofY)G_Nk`Z00VpXL^}vdkRG_r_&`T1ap2k<i08W>A2m0_U)<B{tfAw<
zt}Wp^?h|4|Zs#pyuI%Tvqvhk0YJ#%Q&xllsGiO)oWBR<Gp|~s@l*MCsTPJWicSXck
z$tJ2Rw=;BD5Y!0fx2$-o&NMnzvaXyF^DJI8Pp(=Jyiqfb%W|+r$(C*rgR7^%yfv|7
zdraPx4{6@C^jEh4M~!<&ied2B(*WX(QuZ7@wV8_sUF_LH?vEIr`GC($-c%HV92d~8
zT{owdhBYX9wS3iYdDhL$lKt8-JOmZngU;FEd#<je(v!U-DJsTv9+O2QO^bwupbp5q
z-jPvLo--N5ne@(1`kg6cCkB$kx=Z5qs(%SkOG5d!rs%>BvRF}Z46yiM8-LAJcgczF
z^e#qM3M*<s2{Psh+M+-;M`11MytL*@$AaDu*FG{=foBfS5z6Ru1{7x^rJXN^V?r|*
zaR|W{NJP$Z#>Y6OQoBmVbcbbRAI9<StsZf9h1DL?TFYgmD==(?VLHiY35b5D3vWX>
zCZnIs#XQEvi=y^64h-%TM7QpN+mOfAEMT(*m7a5r!7)d4)E3Z;o=|Z-1Rr;|^IPV8
zlZMhI#}UKG?J*gGNQVWUYc9$=Q?#yxAXL_2&$zcJzXgOqL3Y`0Vu<O0Bsl0<H(e(=
z83D4y?ZBV&sJKdVaUYExa|C<l9C1jpN+RYEN$4mZOjkgGQg<Y}11d8>m7ADb>)<ZM
zrS1|g<`+qgQ91dPOu6vf;pVr%M#98AcN${6kK4C8uyS&|E2IS*HX521mPncT)_6c1
z&VlLgr&r7l-(+zebC8(s1PRKuB{+#A!r=1_9EmhD-cgVaLGhSn@L4eP9K4$c9>{)?
z-gW-<EQ~@!L&e;*hD(DZ=iCo^CgwC9^ZMztlEm4_@St2SfZ7qqo@C>V$l^d+ELgV3
zK&Go_H?l1I$P3Ao#;`GSbrpJfNj8wPY#s-|i4h7TfGF+BWTFp*)%5`0hRWb``7DY#
zh?<fS^uh!OGMo`31yKo_$u(27MDCuAxNb!R(Ti3FXjj->JPk|0aL)9E`W>TdWc)PU
zTh4^W#n06(_S-l8yK=4#Cb?&6hKwUv!j@a<<<vFgGQf#TUaLo^9Gn@_(t%&|tRBY=
zin?OL#xf9GN6FX|zpSV+FPeahAIBk3iCuKF*;ah082tpGFh+?cV*a=C$k4@o6ZCeE
zlsdOEMI_cpu_fR(Rj6pXY%v*p8?5F`7bT*gImCi<3yua8NtT4-IpUT9xs4cV8qN!A
zs+RQ$Yjy9m;aJD<aYER3&E>%iWB*0+dCF*xWgw+ai690jRXXsXVspUjxKq88!x|<P
zTY{hpRxtzhw_!`LrWqR(^GL}aEFolKCK%K`3k5^@4%_>b*bX)_*rp@H8bcNi+cz?@
zKUWihCk)qG4pPpaX~+5Mm<+CNOYTll>Ey&L%jM@M>MlSii{COqbDEk85tTmO%E@?H
zujB7louVpbm6pAhYJ*=@{<cd3Iq0XLo>T&^UEx0jwcg43!CBkkG-|m;a5d=_VP@6v
zeTiq$;Kd6Z0_j0r6eO$@cG&>eslm5vQt{SSPVKO~aIetgLt6S?o>~7FZHwI)s8#})
zx1Uv6`?KE4#)IDlwS#q9tCrVRKx$NGm1@IEysr4C5#ZBktRe*&4!`_j@kca+=MLab
z4cn_NDGN$jyd5A{NKG41d$-|o#=P|TmfDJP?ETA+zG|~wwofVQ(#`)ZSWx9gB@`;J
z9mm9npN|u1YNB`wE37`c^PrH?Ub}ce2NB*-n6TO%(>p^1FG&uQ7P7ms1uQZ6blK{#
zDc0BzTb0h&pA~<56`io5i7P^uT3kGyp^3A?%3T%Uj7yicZ<KnB=@yOxlaf!m_JCmr
zDx(LT%axH>OCNV3Vc54Y?@daq>2BkfIo_aG+?n5+;BFT_T@Gw(XLUR{D+uz&?#$WL
zAS1>Wy2b;QZG8BSfZ_?We+U~#`-L_LofQ`9N$LVF*K|trMS`gE>5N%!>*a1vOqYX$
zc&KajxI~N#QzTzkB6j95dxyNv6i0J%)UyIQ;G36%Owk1#DO~GX=;rfc<DhWRJRb`q
zhI2D<a6(alx@wv;0qNe6ftf?Jjnn=)f;977S++~0a~5@-rUvEK_S4HF7nUXYqBg>6
zb}(^F4$8ziImkE;8`U*&*ab;OP;quktuy=OO2zg&wjpKE@co#xi$Sh7ptqB~Q_G78
z2~|cU69A)(OUXH`%b`>LXbOtMFumsDNI=NRXdt1gH8Y-~a<dLL-DJ9Es&TVKYSb7j
zIG?4Pi;YY3Xdy@&N9<y@bZ%}3@Q)TziO5zrWyu)-bCRPNooxu$;ReFxi*x;|vL*LM
zcIzlmVd-S1BQ2q4E;7~wUE2>k-DN@j0Sj>*8k9)dUosMc(hEmYr#_rBVt_2o1xzwK
zmObW$T%tEikmpSaWz=QC<B9C+UZ9!Sl2WgU_3^nihri}|Zz6=BV_9yUD{x(s-F0q%
zyrQa3r$Ede%(<6mBj$IJ2&)#QBBl3RNJDaI>D+nir`=J_+*b7K4=Z$@Y}sD<w92}h
zeEEIZiee*3gu3W%-qrAUhthO0ItT2s0$Jpe^J9p-cA2htl3kYma#an_A1Q%HN-Pux
za2$(jO2j3Bhqo0%RFj^|#e~v_veScKuA3drdw*K1h;7X;pK)S;zuP-Js5`Dr2fPbg
z<YP`L`lUh72o<1jo2<O9CKmm|Zs>*>L_2;<=xwcHfr4KBq9G%g3LNvinW?+~$Yx!J
zAB>mw6q)p^H3b4GK5rLAH{i23hZZ7TBf^HU;9l+81gfmK`(Ii@>h(RajxNU2?FVhb
zMUP>Uw{i%PRHofHVS`;|Nd-yM+QhIiwlM|@X1?AQ9tuiw!?(2~mXIxIpe#Y{cBpoB
zpl|k(qgX;lcuSO9hBa02oC;2?Fw#^tDshned6!Qv%|Y%dayN=geLEZtX<$p|>yytu
zfMh8zqgg{_00o{q;kl?vTh3`>dv#Qo#kg!C_aR>b;(!kmDH%dT(=#av%TrcL0&Jk+
zZ0CMg3h@|X&bR$e{A^!PKzGl%S2tzCY>BlS44`FvCR8Tm*Ohn1I3|uDu+AlS7^y39
z0zeX>8`7s8cyp&ELq*NKBg0tfh#Lpvvgu5H;H^e!Zsu*j*bp|p?2zOZT4wnJ8c{fa
zyYHFq9E<`0a^uX%gB`@Cm>0%zcsVjMo)5PfG)m^3ZFb@L2Vw>G)Hvdj1!7488Nu%<
z%G}1mJK`oGC1?Xq?tt8-RRPxOkmkhPHQt-#O*c#y<mCMHN_Y1xaOfz%QU>-5{nnVW
zdq+q}1I9<P2kyX2`GkuF-1SVB>$GM>XK)5WPAZBsy{`@G83`+CCV3|Q1I5kn#Zh}@
z>;xm6V`F;O{glUMkk6$i<N%gh*tpDOg93frHxvpM(?`4HPru9L;t95T=1Gn0&R+18
z{Xd${GOWq}f8QgdL|UbDfPf$^IJyU;MyMbNjF!>e9ZEMix`%)wjF1ND4@k%85dy*p
z>F~Gj|2X~+?}yuQANM<6*Lj_?UA9~;I5(XoDCkI35*T&*RTLCBo`Qmq02w%OBw=8P
z@YN9gO$25~B%XqKY$2_HDKM7Hi9BUhh9gJhLJYwS2T`tGAKeG4sBw$o#G1I#gS-sK
zL#A%plyh0(;8PH!n@VE@D~yMhgRSd{&4Uqn;}4ngP(%G)SD>U-5QHiP0MCi9xW2^+
zm&0)KIyD^NNE&x3JsPsgtX*yv)F(R3>^Db875!Ohwh`&AX)q0z3YG6l=^wC}Y+`Cv
zRSLJS#M?82E0Ag?<MBV|Hsk*F3WkLK(&O7_;gKYMk*O`ZSmk*J@|xN7l=ZB<{rzy4
z>*N_>mMHj{OHp=?$>vd{e#vAyYF4$^(1<f7<?3@&kwwSxF4^u|XCvA4Xr(Oq(G9Vm
zd2?@M_T_v3eBqgbE9`1m6B<gzl4jAxi_+okJxX1tqT9tYKpM}@zI$(^4Oh;fl!DY)
zvnI3uEh0GK;Nv1yAZ6Iq8Te$d!qpLCgKxpmKR}HbB97!Zw8rw-@xXW><1k)1U1z${
zZQvgr9gDStoY*_X*mWn0(;S4w7!FmJ12ef=<Em9KqKe~P?1*@p0DRqGsu)oJX`Dz4
zLC^+Hop%*r!4gXd?>t~>yTGB45<I@<a`Qj{X$n1&+qYwaP+XlN^}HP*RagwY5r7+o
z3|R62S#B-{iG1Wh*lgmz!>)2LQAocxaoYtmO(65dd{<sQWJ5iF4U&=2;nB>?lpL(V
z4zROdp^B0H_KmB-m#e`#jaL2_ji~zeD85_%ibw&CD6Bd5N>p($P838SU2v9?GEjv}
z-4r0PYOLAt{0fJ=cmD3}{-MntT3M2^e8arYo|`<?Hx-vSpxk2&Quq3yw=WP?cKs4*
zU-tyLZ?-sOa;K#`Z~lG8^vTS@(;q~W!Irz=*S7TO{z21Edbr;}Y4(3O7d6sV^`rw9
zjVp{A)GMR#{7I?+$)u#j1||<(tJYbJLMD8wyk$k}X4P+U41eqv{Wz$G2;_colx5wj
zzESmVo>{2+bFe^LDc_i6G`aE&Dd=N06XkjSalBM@=-Rl}ctGG)69~R4$9|4bw;mG~
zlVWLQZ3+UT?*vxvDA3X+t{#(jBZdOdX?t-KIO_b+>&xCp!S|2@IP7`I6Yqrov_2G0
zD@~cY)|6Ro|0mY<^x3ZQfWGx+3fr$Zsd(#@c#E)nU`~Nt+HQ|wNYszt=ATv#2lZLH
zb1AkYb^TVNannws{{PMkYd$+21W`9O>Xy~;UH+&JIzI5>@^aynrpC!rbXBi&{^I?o
zSrf3Q6NCGWr?dIBn-jIa7|lNYY|<9{&~kEW<hTjtEc4z^$e%svKORBWZB$h>%PSc{
zWA^M1<z6nHJ>HmkYm2m6H!gisn_yNmooLwBs_EFDr9HiGxNkD=FdY4RH#^AQ(cC6_
z!Kda?8Nr;k#NPX3?ps}H>fxkbmyAUL-BV?CcLC+M`we5cQ<7+jv^TOPS6b!h!X`2Q
z*<9>v33ZcJfuP4CsQCk3bnWY>l~qoQ?kihN_TSmKB+RoqekT}Ic^V@Njj9bCaH-wN
z>%>{i^o%Czz0*^&Pev<YMuxgG`iA_8>tKDIie3JKav!uoI<|H4*ZPKQi#4BbHGOD?
zSenNR2t=bi$YY%*i5vO{wA4YfS<LfBQE36r5nfvN1DMfY=ZhL~7B4F-u`aW4VrihN
zrq0o<ROD%KO>#S!d2ghp>|SJ2P*Gh`UR$;saaez&5tN$B<Bxu`OUkcVCe8iM=i!Wc
z&7q5bN7dHC_IH2j=oUK|^1Fklg8(-?r-`pN9mON$<-_ILvdmIlR~w)^Ic*r7XPcPc
zGQ9oFVYl)QY5PicSf}h{AX7`9-=u-{(_51`ev`2RR0f}>C|GQ|*#A2)BGr#)tK#<u
zx+e7>kiGP>Ec$npZVq@_f?ou`&rK$Gq_h8+d=&?UmfpV~uiIX@HF$_M`|CL-|7=}@
z&KImLD9ATW_CT++Mn1Jz`%%@o7I~x8EL&_%bcX0stGT7)V*?_$=$oU-1kHfH2{O(t
zcCxTH*cU~sYEQ=BU_RSo#)BRYDUN`I3TlfOTR-M@-Wa)07vPrSa)rui|A0$)=JH+M
z+fMU^dl7x7d)^P{Um7jXJiX?U+fHZi^ZaVcq(?@4;7<G6j9cr*UMn@bt!Mzw)zWId
z`LXq}%y?VO!BgaUGW1kOd@uP%hkG_z{r#M6n|_rhTzht^42%c=Qg*bUr(v@2=659U
zOaSd>-P8FDK!9E~2##+V+GQOXd5D$R7dM!GH{T%ZH}z~XYxt(!2t*#>ER=t=Y?e7Y
z!~K3@T5pb<u6AxJQ;1yRjHf2|T2qP%ZCSC&z_BE2_NQ<Eg;cRIX2=jZz0lB_%Qvs~
zbBWjCHN;-f9x~d8;*vyvv8p_@KAOvRz<cIs2F`~Ik<~i9C=0@bp~VaI<&ag3?`5U8
zYVK4|-y5A~Wn)cNXLE;)ZOorqH<iyg?tXRH*U3V0riKZ1yoFb*W`<>)z1mNbis5HA
zL3nA(4E(OnkSn;F7<=j&QYGZ}573++>Y_EXY=0)z^7eVb&qk)#cQ0K^r```V3UUV}
z4xFK?GY&Dg#ygNR7Pg}}KYpd@{8wr-Z=iNa9ZvEvF^p7VzgsvW{{^~|5F4>cDU#i9
zRFF+SB;$lXol~co?WCQ0?6)cRT7A0Mu;W+*YOFb3Q|w5}bJm=&pIQV})6t*ND0|Kw
z&77%a2^~~YGJVA1U|_)k;O66F=jn-#^guP#RcsZAdIf#Tcy+$zKk0Ax&aqXHsrt9M
z5u+D(G&-Ob<<R~n*ZcadRr!H^Noh+x>Q}~8i{9d*fwMt<slimkZQstSSc6<@)%4RK
z%UX%C(y3RJy2g8Vie~Rl4jH3Qb?xi*49$gR9w$zkMh$O=8du2WXHd#rXk<j0T?cN_
z<`+uO75T}mRM-FZ_~IzwK!ltYD0iN)aYR=*`&>8*bkt&;Y*rdf5oI>%#u5ew&>OmG
zxRJ5cPk~$g%h27=b0x-i3cH_qI*L2?SYMk|IyC$Pi2VKVch~Z1yXuE}!`%Z_Sa4$f
zQSPfB5+i!12+fo?&QEd|d5zbKTcM1$5=Tq?E_B(w^A2Q?4&Hc8%Y;ZNNm{X2Hx9}U
zickd7)YGZjIu)QZnPI>9pU&{mwX)4Lf3N|We_&NVvQcZKOv7Nr1e$qncp_{4pfop?
zhSqJe)3B}S!x858y(hQ&264$>UXUkIP6g_NnfmYnBW?BH*^(`<y`NR$<ynm_cO@va
zUTf}19?n2o<Gc<p`%+?RyRNIK{n|j)1;%jM8O+WWE&oOEL816u(R;;n7fq9K9S=Ik
zWw+WI=KqOCgiK~px&J-TwrJVCwsxP{dL8nhbb8t_OF)*zOX3lWJMC*E|CiZE>cQ=L
z?X&*?z1YcBVR`z3H=c;x9iM6z<)TARnWEXnmU~YRwM@(y|BZ3>*5rfDd8U%-z^)0M
z5DF!%kHF`|AIRUozx<8+@orA%_EnVM!Fcc+3Js55L}1n{WH-(_x)hU(=-moA$7r^n
zF}{BrVj<y$(F}2Hm{D*3?cZG)68X8kXl<`Ib8pxts=B)JK4#6Ahbg9-wAb+Z-u=%x
zHJ1>5x?x{iDmV42n2<LO8q!7=&;{K<cvcd#=*;$Dwswb_>}=oX_}L8bu)19s))X4=
ze_S;As5$q&A>=WCAprP>%>VJF`8_=yTO7yP!?TVmzqh-E?oYwHaO2JkNd0@~RkWk5
znwQTk&!7`_>aPH<YT9Q0DVe0|@SWMMcf{r6#BDxjdF@~M<|Oqq$r+*5HR>os_Vham
zPCO7kkV>OVFQLz^*YjZd)v4j%DnBpEW;9$(C!=N#;igF9fI_o4f5DaQlaN8<xuw}D
z`rg2k77h$&_tO8)7-ap_+k^L>Jq#LPVcmCxGAkJtrnk{)Ca1H08N_B=J>h*1EytfU
zQFKU%<c5Ue8+(VLU0;<n8j-Olq#)eVDvn6cv}b7>-AMtt&UE<cO#5uG`xtqu7rk0@
z>g6odm%jJx{=BN!fm4A^6W3$~>ZgJ=s%C}a+sHX%^)Kh2GfQe`P-sUub9?JF6b+}F
zd7bA{x%kbj23c3$V)&poJooc<((Fp;CMAE6!KshJ_1kTxrI}61oVJDRt#RQDBh@!G
z%8CYMPA?yp{H{aI8c)uCSFYTvJs);FUn=*m$t6M}1v4G9SQ_-bpl-1@<X~QmFLlCc
zDhacD0auIDoYd982!)}cqp41!UH0{k_V0|n>N8EgFN>azT4jQj=0X&F+(h{+$n@!2
zL~X&|-8W7C%8^yWe)?bn!LTta+LNj8gDKhYx#eDFKV7hha2fa94!vf0zH%+mAXI5s
zXR%8g)KC&{5Y<=4&Bw0|ctfYpK$!bxO1S{l_O=aIkWYLu1i%-=U4mjdI%8aF9Xoq(
z^0Rb28iyY}9_QEUe1Y|UQm5d7XBa!R|MEjw^uBJ0@{BQy!WQ?&<W`E|UoTI(zefK6
zVE5)<OyTgRhk1`ezK3iPc^G8AtJxwhmhV;1oHh<JbND+xyv*?B>A1k7aShIennUdF
zO>J0*h;~UsyVtZs)T)r=$7OhM&`mLe_l=uT`KqJ;$Hf=AmlK!pYpV8OF4ofQzv~q(
z8P;1y8`VmCd2sbg?D?y9Wo7-lOtWuBPa@I3YmJBN?~J$u&a~U6#)&3Wc1<7DH<?V?
z(WUl-B=5OD4d=)Ro|hZ%JHOg5dlTSXBRE?5HM+p5ZIb5L;Tff{(N{1OEMBDH$xZBF
z@lg+NpNjv5p1rm}%Gj%kF&%gFt8b(C_NNqik6U$CN0%Kcy@GTSP)q3hhmMTl-@JIn
zb$%A3D{5Z+GTj}K92Wk>!cIr$`K1m0$-X9N>z4J7-aTM$phi%3cPh`n&cH!dB={HO
zjo#w&q(tVmz%oYP!4&q=@q;XAj`86qewRxFpU>^eaN!s&$qdg{Cgn<xaUuKPbr%xb
z??t4&ZcPgGSO{v*yg%N{YYa?5SE4hfpFU(e{%B%x_xhW*+cjm4O#!m%934b*9aHjU
z&2y}B`daA9W%~N1-l}JQc|-F)sz$Zk`QqWDlllE=EVOm21N)(}tXaSHKtg%?P$;*k
zehXCFfP)sl`n|2P8MSoLvi#1YI#4<S^{@v+aZCtlmXD1JpDBUGgv#?U%_wtW!Uy3+
z4ftVDpI=M91Jn6AXLdv5-7$*yJnv)j9zR;ZdGCy_(b=dD1CQ1bhpFr6rTfeoe~N*(
zg*CaEHMo@?Ik;t<>;4n$+n_()ahGOnH22-lame$Vv<GIK?aljm$=Wl6-yzBQiJeOe
z?QE}y+uvGm6V-1=v6i^!@6>wbrTz?QG<f~px?a!Z*}?P}2wC@-tir#zHX}^S&WM{<
zf{yNm>226d?#P=D=w-FCIg>i*2U&HKXw&Lx#`+tN>8#fBY$x$vua{cwMm7PzZAzmT
zw34a>3klf)gdhB*7j-z*=g;$NN|SD+s^o^(|C5=%-H;V~O!-abc4PMI<5-DjIYw=h
zcn`=c9|*SCRQ2aVk?99y{f=HLbftfaqd3?pi;WtU2l!Kz+=nFtoNL=nQ!`b;)#VF@
zXH}G_Qt+OFoBIikN-_SmJ2wxZZB(!NYREB%QuPCqLb6<%N1#u}q;7&DfX6(B#sgRV
z=ECnVNjtRh{VOUVg&NuT9-J`5ovgp(P6cwsLLehQ|H{jEJ4x8Us(H`lPkUnVl$Lol
zOVOgF^J_Z(Q&$wUrd4%rl6&^oHS(3&zOtjTGapOBoQY*)+f73Kh=TyG`7{%)q~>V)
ziBA(s<fspDglXVw1AvIo7CGvo8T;H-mp!L5!=_w=t5k<2CAQsr%ju{(G&CHNoaNuz
z+6fG$Fvxf{6Iis3eeRd$I@w@SBh#=g^l>hOQRw<CsAC41GqIS9u4JC_ajf>AZ-$~@
z#5VEInHebT8zmSRwjD54`jNb5&KO(OltbR}P3!#_PgFVml$x+~_+qi<rM6#DqgqPC
z${}6De=|k~Z?I24cyWK%<0uu}EJsege(zFkBpC8*#;8dhin>fJFcmyc1BWzCE>{6a
zp(75edZEO6?3vf4z%!tD36Zf|Kc4}u6Ad~xC?>h|pkWRABnm&nsd=%H@MD=mL<$k#
z1D>_;XZEW7#f7)9Cbrnl8b|r}=EZw{7x2yU+)b9I8#b$n2IjU&AMd)^)>i_Lf=-aB
z?fYqrc3|9geQ)=0(0SwZ2|o|gvFhCy_(xAUKE7+VWZYd{{#4FT7m?5EPO$8&Td5$J
z{R?GW`l!`ordG#6$WPjJD-$Qeq7=IN6c9XMk6Jo=Y?O#`nR#yb$+)=eOJ$?sTWZa_
z`ql+^ThxqeOQX8J{f~bDiVjo%x8qth=xoH&c9M8n=`-;%N|CFm8j1Z^Fzt3Tx39a#
z65gdPtBX^at*tY%?(Pd#s@;;UWYxJd#&?2ZLPpI^OK**bRm;H7EmJT3vU-7AZy<<?
zT&?b(M&Nf%o{hB*-06|5S6k0OC<O^HPvya*Vq}fV0U0z$Z%$yPmtURy(P;!hLwHC<
zLRc7$sBm1Ys5N-hCoV27p@dkr`R~oq@|n@^A5#Kyg*j(oyEH%ds$_;HO{~U8B+NbU
zKAvNRu*RAr2SLNFnZ;+7&yAk=e>hXsj{4DVi*U~}Fr0X+ii*CoYnnBydckVJdIfZ1
zS9i7WK2o4%w+QQB&xt|gBC_6<j5Z4Xz8hVfp0M?lnJ~@kf!1#XvA|kAU*Q7OPlnT=
z900<+LU0XK!0^{%BVC78<Z-Eg$Ugw7k;^U9`y)Tx>4fb?`#%8YecwO8D&2<_=KsXs
zA12(j-BTWXe%bsiBqn4%S^w5&@qSdBZ7LH`ff*IN2P`Qh^xxnbj|s-Jb8ZsvC7Jp*
zNU)3U9({!>$!ZfK4Js^yv=J*WWt%lMh6k^8iyN2y-%U+@XZ`UB%kzE#`|g%=?px#6
zg6^jJMTfm22?;(`!>Zb0CDqVEhKB+FVH%fK&bs#s3IgLd2g+BRPo1}F`~-JTGE+aL
zzmoi+`+HGhml5QZ?l5A;=p|U8qvyDPCQ+hW^u$zFuA<XCr@@rTF?{}`iScI#mcS{0
zbL8zFvm1XoiUa(@Fj)yffD<K6c|GuIuE*DkHnsQSgBE7arA#qO-xM#@wG=^2Lj+>&
zQ_+nM_tuf!nx8FgNqw$nR~Qlt_oN*=I##U;FZLdK{!QO~R6hdNG%V{rui9OJXb$G5
zhtfor)~G&WuXOw-_<}!t>HkT0Fi|K*<!3^#>M^x+lIf*219WB0^^%#5e44;ijZ|ka
zPpDz;{F{frA4LC7)~@Y!0TS6)@-aQsCk&;f25z~$s)r_%n$}8{mdR>Dp~2xnO4oy1
zPdAo-3z(dG%<6)!B!+MTwT`r!z+YcBb$R~UTrp}HoL>FdDpCK1E|@ugq#A^L`nh@9
zc-SOYKrY-dWwK$lHr@CWQGQij(T8nfJx7!Mo08@Gji`*&|2Rqc$mlQL>4op#$qtgh
z`SqN5YsP9^Q-I#I7vnjX^fZdnV;Y!a84d(^h#~RVeJb0t+us;oTBIu;BWWPn<K3;{
z?3NyFF1|=oq^Q}YH}sH?j1Fn|4EjM?Sr3lX9zYcr<Ja~m$bP?yv7}N@Vui{0cV1fD
zKVghG7A-#G_pE#MT;}^UYe9o~+6-!$!>F{{3st%8(VAavP&CXUZ{PI(Pewz7vA6h-
z(bvlkyLFmR@03gad_<u>ozxo2=_al*57M6yUNF(h@k)=gB>&CWE66qfboCD~vZ}v?
z2%hzt6RI`xdFa)oAHwRR_1?kxN$ZW^*Z}gG_`#{RnUJ?YUj5cvu&J`HU!lQ&Klp<9
z@g>}BkDt2kmRgFDWb}FCmzlevmR;K54z3Litr_e*mZXNQ2tIvl&`KFU6d>||!vXzR
zHOPXLD0+sj{d;*ssVk~}qO~HcwfM9|qCI@StkEdE?swf2fn}!jr<!EpQ$~+I=Gs{o
z%4(iIhVXGab?Tf-kW1|gNp3X86Lb!ViLA1mhT8EcUSjIyYTFGwUe4B4cG&vo?L1_(
zO3Ow})qb6MZ|`Y?M2?i<8k+1h-!vE(pxzv0TnPNvlmBt9{O?S07{$BV3#|;3s*Kle
z&Bn&l^3WaAxIduVa|U1-7l@vL9V^m*_*NHbhO10L8}QqdLBuCV62z~RwEjb_YicDF
z^^_Lb@Cj&;@e%$~*36|*)h49_+H15w690m;Iv41*;;KQjWTn0Km@<m{YAsGWP7MMl
zd!cBvAM;bLRSiqe?|dG9knp51mRyz?E9zgo?oT-*wfV5GL^pZLT79Q;N<8~Q&I?-^
zY;WqBS7Lffw*4b-d%0NfLd!g-)U(FXIe$*szugh^S-jz(IoJEA*>-Db!y?_CGB%6N
zqZSsDM8ye8OVwB%1d^vpiOkcAx-pCa^ZPbOQ&uhM{ej;;)86$4XLFAhW>>5S(YLH*
zdUtZQo$VGQ)ohv6K1+ZkYQ$@eVz@+d!WGg$5L<O8W;L0k(iAcL5bQVVQ{EP-0ir+%
zBH@UfHt}kZWji2|6#eZW@x+5jcWLXr^G$a07%ow$<|f5^tESecqd_>}%A<j>3yfFb
z2?!)PEZiWZW}9lE-iEcXBw46<<5&_ac}b8Otc~1ai-gzykOHy+NRd5HRXdFUY2rpC
z(}$$<P6|wlqLTdsQ4RE$v@70hxIR%Bz7D4^j~#o+ielQLcS5Pp0*NvgEx<Q+Ndq{r
zq&qsANOCz}aLnY5Wjp=K#VKW_#;FoFl!k&e6B2+_0(-^=4z7cpXyZgZrqc3niYN)z
z@O7pTL4#qd1nk?eC@DF0`0<Vvmvk(fB|$XN<(&+bjwBbBmSNuM`!}>$vd2!F_2#z7
z*L9N2(?z%DF&)X1N}#RViN5>}%Q-Fql6?@7vT6Ni(>Do$<q>0I-huA~(_JFy^ERm{
zc-<+NaBPRX7?n3Ga5H|xZ6)AHVU+T>g7m5b6J}sHD*qH+AHbGBb=#6RPNJ}i>c<&4
zWMkvz`+JCdm4L#O_Qb-9UAPOdsjt9@B@MhWvE-LTBG-RNy1Cd{qTO}J4{ZZt?=WnZ
zi*%##wIpI<j7vDlcu;aQ%#tk-LyL9_3_A(<qBg~Q1|r4YHs{brNQ-sn{}f@u+r*b4
z6~);?@}IzDM-M>WIb)dMKGv>CPGz9e%dy^XynnpecmWYItfHbkl3XD8qRQR3G)`g|
zYF(dp(_7d(?RxO2oACS(gxrOOmq#Y8$r<<m;09dVRv<MEkoQ18SGX&W8ygMy5by3E
zKoLz+O@xO{Nd?oV#o^->BnL|YySo^O{nChqH4-YMyRkTf7Li4&McB>7Nq{rSA>@ek
zkK!WHwg{8j6@j}BScaWKVF|B+7XRhJijFV|HW9BOcGO#*0pPvLD@}`{iYbu&MxB;M
zy>y%E>c))k!5&h_gz4<JPQ0a2TXnULXBZT=BDo<CY6hfbOJ`G`(}I{S)_l;B94R=i
zMCXbZ)oY))bC6GZfLcIYF0pY24kiAgvrd)^h)ru7>K+)RkKek5{INUh?+RYNIf`Ue
z(Mas278Z%enK6bIrHEsxmlQeWi0AF(iPVYYKhr0a(pZFBsQr4GN^wg>0X{AGt#Ur@
zM-;%^Lshx~`6Jh(qY{GTgb*aMg@Vx?Fx1@`u?O0+9#J6AR)Mx8fVEkP-oRLr?qzu!
z{Qf}3K(3Ku^HeekT{N^UQoJ;3J&LOq_&QhN<S_Owv32D@EWW!gnU6FV^@=(IlEgmP
zPlUIYb`7v4Mh~RzZ~-7-CFTq4PRo%yMCDP(6ff_!8bF#gWRjv681HJmGrs30&3>5|
zPtp~}8?Nq`@a-b|c=J9x7RW)ao=p5Z0FQn!TMXlT3un~q`f)Zy;`&T)^6w9mZ^HV#
zXiK2tevl%#`+?xiCk73SS$Tzj&3RR}QeMzmSveX)Q}#R-a2{@*7Efb=@4NE=nWeN_
zm`*2cvKb1|HVY_Bt>+BN1oUl6Mvh9=Yt?n!6emiP@6ro~glK73=uXfTa+65>tkl#?
zO!+f$uZQnSgQ@BweN=Mqu1iaB9T=NU2-)f2I*-rimpN^G0n)pkZpwGlk=m#)Yu-pV
ztOqaUbt;5B6VYPFSOQ&^VlQ!`7!WLywC=4d^*8jH&HcjU#}8@y4xp)NRRaYASq_N@
zKP7VrlZVk*BEzbcXMXvXg3C3QeSagH&u9itQi$)LU-7-y<MmIkXi_9hKjyeuJ178d
zMh+$P!50<Q`Zod&t;gs**nsD!D^igJrTDRPy&5|T`R04tX{uU=+X@eiah8Yf`6q8H
z^;bzNi8SNV^W$X)G9L~fJOxT|(){d}<qx$18cr2~q3M#~atC01@?*XYso1d%x7hJe
zNt(38u51D>L6=T*LF=GL!)2j}XytqiOH;Y8V3e(oQy0)0Y`DP1&8mhuy!g3DES^M`
zuo5g1<T{xfzA%ma1lxm)y)eKt{6)*63h{a}>BhRIm`aFW^lH6eRaECj4OfBJFh;ag
z=Dh9Y;Xu-=_uUvl>7QYnGf$+MzS#Svxs96i+Es-)+5h`LK))wNX_)y4-I)-<bZdWb
z+=<<T;cKq|*9>c7ei*;3EO#KknnN9RaO=)f8(!}BZbx%t)2CxnI9<dI^LWU&p-~L%
zm^V@kC8ra78jnpw(-2WIkDKC1Z7s_i+5h?{zZynP6YW*a0u$3;4Z{1_L&kZE-lvbP
zm8dq`=c&5z^A}0LALTVw??Eeb`0VMX0X#MkE+Wt~GCB%15k4-R)>TFXE*-FZj<4?A
zXZ3P?HJY4Sirrb=iL%p*Fp1TDIttY&iTMC`;O1AF_*DqQ19KtONcZqbiJfu8#a%bT
z$?mFxa8N2`b8w?CT1@mM;&K#^EvRB3tP5h1f??VQ1J%(47wD*jou<BcMTRjoV&^Ln
zP7lnTR6J}np5erfnS-1;Ht#e-ByYodr+-s7_<{PU+WaC&k%kaFboaf7RednOM=UO_
zVOx%UNQQp!h%){F$PDftb;4VHKmz**FdmY3BL8EJ%M*Y@FSx!k_5TuK4{HkyCz2HF
zNp<BRw;Li11xKV&6WYQKeF!{QjtSK;vZ2_90S6`KloY@y^P^*QbKD`gU?H18wmVdk
zQwCxMViU=K3OlDS5EY>jwYF7|C#CUD>~;Gpswj_7*mb~#vqlPAW7FEO_XGfJL|WVs
z;Q>BSBRRl#k=P-Hi;22tb#0V}Fb;bS&K|>)lHqjgxZ-7sXZEA-66N$^Py)K~ZV+0D
z$o6}L;w8n~Y{ume5QDOJBXGfa_;qY-{I;n7_vWzsZ?p*7e0(+C;JkkT``DD06`#{i
z5|s*q9p{Oqpkk0>GJ6<TILVb9ghs`Qe2tPAR}Zd8&@vj-u`QV@nU>do)O{z(%GDH-
z*J)44N)_jF;{v+>F6vXjHbEOI2N^9mEzDUJLs)mG^+a^=SlGJ1<atRiA}UEwgIjgj
zW0SIZMcvRLort4Ijeg?pD+KM=yvX}PW>$P3d@hmIwoTk|&|rz&HIcV-Fa`KWWQno^
z?=nj)C;VmpW*B|gHUxXotwaUdfP}S(k{-tr4kScs#3svWAQ*5t2!m!2OJNSK7d9J2
zNkw^gb3g@g-J$QZ7&>hc_NKo2k%quTa>R~F4kE(cfL$pd6&hb2ML_qWum)2s(``R5
zGhaL|@HI(znQ+S>YzwqtN(B?b#MqivM8w({M4l<jem@`W^SzVN>ANfSkve9G_r}rR
zDioU-W@Ta`omCNn9h4Q(X>&whG$|;dpWPyf&7*@DeyIfT!Ajqd;)IB+XR%ByeM+`G
z!on|wUnWgiSdp&lgkV=dA<qdA@ucwsgf5%`*75mAgnk9oxL)Lxhyv>CK2lyw`V>?^
zBEUPIo_EZn1BjvVSUuF4)V=HrDkhcxH9F?YzLpX;|7bk_N-ETX0nI}d4e2`vr6BMU
zMn@w$0x&Yt@dr)2_?$YMKJ=itV=8jY;835f+(sa^oGWhxY)Ru#Zc?m+6OW4t-%2m$
z8Xt^fQIl~ZjhsHxob>}XhAt371pr#pSs0QZVT-~Exs+goCjs$&7X;DdE>Z{hf$=Kp
z`&`rv>6~CPegMAaC}Cd?7r+ISpWb~;E3&x9=&3&e)h``(z?J8vT3Z{Sq9<X2kwZZ5
zQS5+8!<K0Ei*safav^fht2r&X{Egd-w(S0gg0()~gnx8d^7Ak}z;VAtT;+2d?%U@P
zt6b~W7dVMbb12a~k*h81gQ&m$IweHU<H`!@Cvt1vfRKiDyfo&qvc?Bu3s~(EcCs@#
z?$l7JT)%%;IT%S3)*)-%L$+s1X$UQRFsfYzAPZ~i4X&UKSGy)dj^q6v=25kNPGS$S
z9d@w%+$L{#+P9N{?6kxw29~})!mAW%rXe(y<PEM<n#jhk6MUqx%7tqNzw_v!=4gw%
z?YfJn3MtG!NMcx9rNV8gE$}Vu2r!^Ac2>G^=dLk3uB%W)|MK`jGV8Y76}}ozh(@<4
zh&+)h@gLy#>aC%8#eIag{2lk?k*odx9_#-9qgz+qZuMPRz-aKo`TN_2KiK0Z)Hw4|
zR${edRzuzo1IL$3wy0A#v-6|I`b`7Vs=dc%P~*v?tmQ|q%Gj$o`j;P_0mE4QYiw(N
z7>e^%rT>SFe*lD<GG1GICgVMP^SZSdN^JO?8>#~ESCzF^oVl*X=&$nP=9%lzQUHja
zpe>nHBwwP9JUhN`n`=B|80ei?tRUkNdrgWPWy!6xC9qWf14#c+y$$$;J52EK&82Hp
zIqE~x%lM$h;M6h(SrtSocr+E9HzcEGq1L03cti-W)se5Tf)Q?OES(<{bS$4Psqew0
zZhOd?;|^#%?i88Mg{6k2<XV64(8vRw#Eyhvqv|PfqCV?zB2daw1o0;Po;rSjh)4s$
zHVRqGJEdibukKJ>lllkfblTye{KF}1>#M@z)+Aq@`E|^SOH{I3Y$^#yT`Axq$|O$m
zwJSWt9`hLKKft57?1&Y1A9M=>8+P4)%XD#>&3;$mdq5jMO3?G1WiSH3K&Y|W>98on
zfDNT3=tK`(UWMKEofA7#T;6~|<U72ucnp@kr+|RViadX!Anz2lt>PModGBK$xSp!p
zMSY6ySX1D2Uhc<jSnDLt9aHp`j-AecuO`C`UX%eT;nVm)Tf7GXI=`V1R*|=9Da|;^
zO45q0Fz|{VkBg<$T0=M>6oO^D{IfwsqMGPk*8IlnCry=O?jvLIa4iA7>r6U@tl!IA
zH+>KAW}*N}G&dG>XKulTQ;*My@&CtLPDm9q*1!olJxIJnwJ6lO)ywpP8f)nc>O^n8
zNX2Bk^_x3INus7p1%Xbbl~igyqCjj5Cd>2udwDBL&}UOLD^I~mW>3%IgAShZ?&~d^
z8B)C-6MZrg!OAi+B`N>MOSjk*_LK%|wiK4{x8LrLd7B)@>>SeK()f~znNzAfLFqw8
z=N7HGP)$TBam}?Sl_A|M*e|_cgs^Hlmj40(o#^jZ@7IvebSLT$CM5uP(~pyQ#1X7|
zurp&DtVx&#f?~%>V1e7#5PJG!QLC4T3mLu~IXis0ZCjYbDTW|sMQ4Hd?7q}@G>raG
zUwY@)IXVvYn;m=O3_*}b`~wsp67?l6QE`TNtlc^jDbUkoA5*n{zgDxp%*XtJ@sJX9
zOL0QfKtoJ-p(_+H8IGNqSEn(Aq}}Y+Y)!u@$iY%+X`yr%OU~Z;IAcIER|_jFG7ydr
z;1Sgw>PwnJZL*TEid=ak#@$3(!q|8u*D2a|X|mBc*~<xVjXo)YK(;w)3=)?j7Qt49
zb4io@iMu3_qY21g{h~;KiJ)%k3u~d3{ThI)82Cd>;=DYIjVd;GcjbgJku&=oT&HDc
z5Lkq`eZvpw!DGnV;EHNWR>9%8A%uZ`<3uY8m%Jh?x}z@F<n*dBT%7~4Okl#a=J-^+
zCEVUso={PC?5-XFz#VMON?p5CzUEv4E@+7xQrbusN!OVHx})c5J43uq82Uk+KR~Km
z&N>WuYb$qR%f-w_ARTW}KzkGrZ&yJtLzo>mm_*#+24d-B5ZQsbaRr8T41C2UD@S8<
zx<!4JYujE4m%?D|6i41CKJtEXxcq3m&ZJyF5xMWY8bsv?Cbp=9rU!b<-t_nRrTUDj
zT&}p{^4i{EtT0b@9)+Cw@h}9QR5*}zQW5Yd?(W7?h5BYQW$h0H=Ft`EBVTn1pyic{
zPx_S>23qr8#kE+dY~ommKbMMZA!j%_!iLz1<l4YseEz0}oSYq(90a^JcxT5e@5QVj
zmdq>L$E-f;vhy{Wq~LEiS4$rtQZ_8*9B`Ysi~;zdtzZ#{L}>Nco4c+tZxLqdHj)$4
zRU#r1R)u7kQ>gAk02LlPbp&P|M;1cV+}-i1sB_|$&UsY&Wys-(gwgPAwE;0UXH4@I
z?Iys=H$Iy+fT4gPl#qOA4@50S-J6a7KfV$!N9iyayCS8;OcLrNJ0_VoD9j~xr%qy}
zfMDQD2GOH8ctYH*>GN*zq=phM4hR`8S0qOW)vN(B)}?FYDv+RC`gM|^p}w#-*468m
zzkP&N4i(g1mD~EnZ-Bz)gTAkB=G@qIOmZsF&Tm@~gfY2gH_i)Pc!jBIG&cBDdfc>n
zrX>eW-7Zk!<IjTc-x^cJOJ6ZWpsuo)V7I$r&5I)a#>+OXX2$7yldtyti*%Bqy%zKt
zGMkd@ml+hjRDMbeMK#8=_sCPdW#~i(u^~f|(>Cdzo=`UXy%%9BLK5hDn0q+qtUG1G
zsA}>Hpp=?q71tiO%l<%0UbIjW-#SDJmsbAZxOK<E_`vAAjFJw}D4KC&SeckMc{<Ez
z8cL-Y8c7v!@N?O_@!KNfwJC@MX<$W_YaRV;f|NsaT|+<$FL==qqWdn6+0v`i%!NO9
zudIqir92OS>ftR7HVy+IfWuqRkk7%w6Z1M^JFXDVs}&yIv}7gfugi_HD<{Ue$ngK9
zdCPMW%NOvC@brqCV#(OE$f9`w1B{nqp<MW&oSYOOjP}M^O5H-CUygLZ)m2249Ak;7
zJZQ#-laG(N@>nq7$a^L3I59T)UG@kd18&ogKI)iHOPZ3->jKf!57CB4b7AE`gYj|b
z4zx=TFj-P0KD!SWoy7yKg;S6h(Fj`~B%%9U*vBE|#IP`CZrZdBAT#!y02oFLk5-d1
z>!ap$qi5>#$*Tt=NLC{@<jtDK6mdFK>di!|IQk*_gO01vm-FOlB8W8weX%wR@>t$&
z2=$sRkzG_QG4UP9H{v?sgmh6!SVL-vmwr5<ZQvh3hVUp-u(NKAU5#`gus;wJ?Iv;u
z;1m-Ph4>y5#wP*@L%C30e;`!6e@F<%egW3$X#(upE=4ZJrbOo9Jyb{Dhp=rA+0E>n
zd23(cZ4KN#5d-@ru={2$sadRBN~8gcqZXJ_zR_sVGIhs+tRtk;7&v8cIjF&8^-EkZ
zUPEfpjz}^Gi(@(ViCnt}bC`U>c3?><UkNV<9^x+3QbiSFh2?yX=i%wPFou*gDeABD
zgR8z_vEh0V{W35QU_5g_ah!A_9*B~Y6GVC3-Gxt92mw&+`~xsb3saEF_E9h8(2y&L
zQUX94qYy9a|K-@vR=@R7Sp@ZyZ|<!9@mUlG9P}W%a*|<wR|N1eH^kkgHA1m_6$P>A
zQ^UE{eET+uNaDSjY^_tIsoYXUsOgzG@Tk;Qbapl<th2A!`>%*2fI~NQw_vK5SMlU(
z<o5<4v|+sWH+Z2Q41I}oqqJ?=Ib)RlprJwB&O-TaCuE6%aQyGpSP!R9O7j3Vb_^ru
zeUs1TfxB@12cQ9|gey=-tl-1G4j`!9@a>oYgbG8)&lH(3AyQl(DQI8NKS1ecaKdN^
z#AnPKr)g<XSc^?rat7KB0`p?~w|$61&zB%9@y>)KBF$rNi#W${iL=!3Bq|d%o2qFX
zURpyGz{d@wPYDOoC;P5CE#9xILI0bO@8j#2T~l)W#SQh3<d_FiWRyOO{09(DkqLC?
z46xYj3rs2?%#o(<-o&v3`|+b=U2#+zeMgbrYT^419aEJCt^aA#6<{6mH1;9e%$62u
zUxB4`L&;SGj2Sx$P{T8j!<!P{#JUQ1Bh5{3@NiBlfZ+6HTPcN9RLn}br@YR|ycboe
z)Z{f?8v8$hs0EgAXjfKG5j*G|Y-!lQWOekb%HFedrk*BivS2vBf{6;f%vGhyRTN};
zrjX91-n{7iB&!{{XZLnolTO`02%ux?s%e-*q##DXN5BjV4GTME2|Idu|Lv+C(9M!k
zQPbc^24!^5Z;9ezw(KjdVNqm{dGk(?3{O#3k?U08B!}6-C((RL=E+^zYK7}?lmHT1
zHFP^r)<kTOz*-zxDzK!%ke-m7$T>E^aPo2yw28ekWT!pS%sF7itx1dC(qpT?2j2<4
zerQmZyJyEYnw(Lo<*dk6MNzERQA`Tp*I*!xkiw+COp{YQzUlK)>1J{!qvm6>vQ@|i
zZK@9r5|IMa)?VaAf^&GOCv|Myc-IsceJNo{(wDNgEMYtf=(W$f{Z=Gl4VyY*$>iHA
zDJ06N5IltUsW2Ds8g><aX#iwqNhC=o&Pg~;oR^cLI7T}x0W2)8y80|e2giwcf+yY1
z2}h{{Fc{)ss!$yeOX3x~8iq&)vSF>r{G2(i-@*yUTGQAO!C1!Q$Q21wI>T5xdMGXL
zse72x&{Q}Jp+Z_)9LqTlMzvO<l)|!nM?9)vsTc>u0fIm0p;%&IOx=Wsu7L>Z=7FGS
zh#IbsfPg*!i7=-RzHS)1Mx4$BX!IzOB{V)~2!Yt9uybC<&~~q-$X^_Kk8uG>xxTLZ
zrSe#Lv**NtQg(O%hmsV>d8k2N-axA08-^vE_nOI%fC#6Z^d89XW9{oX;A+@bIfO7@
z6fj*O#KSc-mC}m~0UG@J`k?@(R2@m|RI2X^JXgXp%ypWwd`=<sN%<0=wm}?-8_b?b
z)&&4YbyV$YnY|y5bj-Z*f=~RN(wnNeAooh<cvL}9Gxzw4D%4hUkT5?57+SOYLpw$j
z_3;y?s(G1AIl(md_P2c;AM}?B)#HDFEOSz)WPc`;nAcA-uG>FKK88>J9V#pbaCqfW
z>m9CZDZJO$ObluFtXdw1F6lBdF1c-04P-XG)92PQNv|N~;?^`w)gi3RD}+UIS+?(e
z%GkUS;43SJ5dE$i(sE^|^aA7Q<QJS8k!U1F0<pD2L*wCUmnWQfxa+Ji22M_kgB*I0
z25SJxX@^MffmGjN;Fu2SxRsjsE)OM%;wH>Wauxo=PKt^4+d6Yl<TlVJI~6n-(HxP+
z%tSx0!78~bN-^LeCfoczL<B{exWft=-)3v$pozs2*vID&oL%8l0I|frE1Y6fluL=f
z2w6|uVNo}uz7f)+c_oA?a=O6;JM7yeD{ACpR-BTc(L=p(cT%xLbo>S+C{ZIKh5o^q
z#{8hjW`-Shk(_{ywkPjL_o#KU-QauyJ$v_R#LfU3g!`ahor;O#W;1ERKq_01+Fe|-
zWS>iz6u&plJw`g7h=v6ooaW;t>!vj1-Bbhn{O)*sxI7wm27xe~mtG8*jVL0gmv_S8
zlaApbNV>BJL9Q^VKA4zT1A)k$#@-ku^~p;)kx(LxtK^t%h(@rk+tR=;5Kg0RDH2bw
z^s?4?|2;0~Whc~<aLZYshl`8Orp|VDIj&s$gXYdn{sCM%KI6<QR@J+^hnx|=SAC}p
zZ{QteHx%7)v!Pq?oxkxt=Y3&K+g<aCozjUCMtNjJC$es8k)mwz8m?^WGV^NOaOQ)o
zqDN(uDO-!<hwAH}-q*u(RqZqAgC{72-;D4(x!{nP_%Q`mPIuB3a%LR#n1B%hge7iX
zjOK-5(Fw(yHt!HHDpOMf_tCaqN_ev*V_;!xLg?2;)QCL@_v-WQr5L;mPp5%WB8y3%
zv@p0ecvDWrAUpN$Q@qN?v-3au)l{{Bztov{SAfm1CN{&5K^{{XUg!HI=g4cVJeJ{Q
z15Ibi&t5Q_J=Nx)s$9;Z`;L42>+Skgb*)ndj)FEwAqq1up)Z|gXF^4-ua-f&@9MG^
zuRoP7ZtjcMh-ji4v&fJiV@%5}GpXJ|863(d(|G{_1dF_f;A9IcB83B>vzSq*Q)?*p
zeZ67$noFtl!5Od)P4?hHkSO&u$sSww0Ao=!)qWbEWs&d(O^msg24!pX{@18xfXU>?
zyvQmQp7Kz`zAARIT;s0KWZMoE^cS@0cK-m{cF!U4_AEFC^&jBlK|_QrCWOiYF~Iz5
z!_WZHb-*BnJzb@b2pgz1(K-^^c5mSx4(R0dI~{Sh?=%`=5i>J_*OdpT8&147*fllM
z@&*MoWIZy4x0jZq!ZXWn-kOyqJXUTPldkwrVo(}>q7p~Io|>LU$ec`?%^sE(OH92q
zuqE#VEZ-7oQ(TBPp7QX`1m4#FNA?bGpy|dBCj9m1)#67Z)e1O=0+afD(C447x4INr
zD(S;KPx%CRriW>=Xv$wNrRzJmk?K9rmZCxuR$Hp_vzw<muvfc8bdCjL5u>r$=qYXL
z(N!%O^xu)uR{7Wd)j2YQXB_3?=Z$t#H?67v0AHMEYh)H1GI~CN-w4h)FXh(%dYe1*
zl<Y&9YSGq>r{OHp_D?JhtY~_Dl^?lQ0PLSY0}yOtoD^Vy>tOulyyE5HqB|))fzt&h
zJT2cF{Ihw{)KzNnvw;h+rdXr+-8`9wka&=H`iHMS!kE(!S*LH{90RPD+OJ~t{?<>T
zyGl!|z8(%iO?(09K`>sQf0<Ihbj4@$tcEQ9AfgHX6`Ad+Ml$mvt09lg@46F9jR}v%
zT34!7%G*_ux%|WGbXx=$=Lh3x{>f?yn{Pjt!X4jv7Zkk`$X!%^2Q9jj4=Ab8$J3b%
zC_?VJE56oNWonmr#1B>9b}3Te(=Z85nUa4ulVP|t^$lv!aVIOQ`{H1Hx?uz>KBL_D
z^gtD|hh$Ld72@lE=3wIH=u$IVwcs#QgW~%&=g>(|r^}ijWPE)**%o!ir0CbO+wNA>
zc+;wu+Fg10%4F}bd9u~N`t8(>kEw)>-~@_c@;bn9rj=31fY0*}X9?P5cj&r;<cgtN
zq%)0=VzxzARv_+2R0S<`D+e;7>42Jy`E~of7G+q7G7ssnwTUb%OD<2>H^3OIK6{f%
zy6B`%?uD|mew*jlQ0AHCRmx`y=cq8z4986-n=WmaOh0OX9Ec(cf*bj@D2h~K7$8Vp
zT?6;U)a-=R^v67q$Kb@m{8!k0qLiDtatfzklV>e@pMw$2e9!PyrWP853)*JBMDcM5
zimAFFgU-?>M;^8Ab!#~i$y~SZztHYzzN*@dzObr9Ilx86m=a^BPy#daj)K}1&tE<)
z=JSl1+l!_zx4JzuLn3hriZ3Kps#=eW9BL{}HDo+6C`YEP$HU#;720OVGZ!Rk$>E(Q
zvvYA`O@{c5D!*nVUt^W5DnCwM#w|c9<9jc-fH2q`ZwSiia|4cy*5||vG-P|!*Tyg*
z($n*;tl6Ug<@qeX;Iq@Yz)HHBK0X1tm>3vT_FIpLWa+1b$KS+aARK?4YGQ1;Ggp2s
zKvOqJJRBN})C%9>lfkyi1N-_(q;9}BF5ku@x;w7!`kcuTE^JI{cw$Rq&et3}(b2Q7
zO`TIFOp@O3&crxpenRDZpILhM#Kz#x{k2C)iPoX%Yt0Gq&FR0Km8h7?-uUUMs=(#l
z{iB<i*8v$#2B#e<l8>Z%$K>zgB($FH_fStd{QNmgOa>RH95?-vi*jCncAi&JzR%BQ
zGagvs%|+R*pV*!>D9wM0x9jI;x9A^iqsj!fY@w@!kbX=&u=jdY7BvkKEX<(0^z5_|
zxr#fp{M}nlb;3OFHed?nUL<9I`dC=e<p<z^TLb!W;$Dy+NU%#;q@xr}Z_;`6572Zf
zdSkWC;<Ld}+L-sqEVJE<aiPPkIr=K`Qv$bvWoe1htl{qRL$w<(Nb|)pf4~g<BVYBC
z<$%AzN~fwMA99xZ;0+w*=sA<dXYd9>4idG(W{zh{P<*{b0I8;e25BfB!0m7*LU*B|
zu{g1};-CTbS+%A9Kb8lyVB4I?Dn~C%5)A;~z>^9(2%qL#{#90*Q^-HS?)dggzd8R-
zE00&vnC3-~1|LjeV9fcj2dcgGARl;Ap28E)Z$$5j7#-dw|MERMZ7ftk4Q(1_Wb#(Y
zR6~<WG8}(q)cfN5=(*4LOK~JKwjh8yJJ{wRIk^H-qH&1+`o^+7Z8@q+6Pa18Haj?B
zt42XVe$LQmD{R3QDl&lTjHp;2+5K@$SafDzrzbNv7g&efv=e%s+oTX;aYhu{*dBya
z+r8^;U2&|NZMTF^zg||ip3J->n;ENJC~->vAa2z3^o2>MZu4_;GZ_s;To|>KSnMi1
z_9j9E9m+<S(61BnuA7&bn#L6`UoNX}%ht~NeP&v|$D<sN*25hW_zS_jn9ptjf>j!t
zKl&$8+J=(KQA%a(Y&?pjdN{2WLuoDn{1*GPiSFx9BO{i_j{67GGmQ>KNF2VzQ&r$8
zzU=70^4g3aId2nVyg1Mt_6wZ@7qOMMQb%{`sN}V+VGdz5t|BKSS9jKSth!woUdM)I
zmpQGV)SpguZ7X$;8)ng}#Z&6~ZmniQ5_K<iRh3<uCK}GnY`n~rYrbh~L8g*APS7~Z
zav5I#b(i61JTJzFc<$~5euM7uFs3w7S9g*)mY&dr$f097U7RjFTYe1$Ng>|pj_6;l
z@e8TFa`Dm0-{y&%StPpOVtNXE(^!jW+x^f}Gb7Y7BjGQYHO$Z0tFE^ttL!vGq(vbZ
zlN?p0-Aq&%0G5)92)oZAMja<H)0Eb5Xh01!$jZPRVD?SL$Am0vJ@i*;IAt-4y>IX&
z&<FG9<_K~tb;or&b(C=?F(z*$^KC2RkvX#Yv||;vGgkUd1bJ2<DD73^$x~1jkbMm;
z%6jcJHFN#KXz}ckBRtax?JVK6yEyEh+xpoV*<w0(9L6voPfG-|yf}ieWwQ@qP{y5R
ztY4huavX!0=35r3zI5bPS7Wo7vIGRhbA!?F*7hnP!<V0?o_=0_l#^%VhnihF_&XCm
z?$K#%!e@S+0o9wj^YWSYx}RM4jefz|SIz?ZO+k9~dNqeaW~wUFy5<A<6GgO7+hKa<
za*4nK$4@-Xz4`{p`mz!yr%J-bD0Tir0^g3`d#<ZH!fw+27(WDUORO~Jt6Z+E{^`IZ
zr5N$cAh~^$Jc2r%ybcG6m0kOqv)UHRX>IYD$(Z7GUBk?W)n#RswzbJqvs2U1dW^&~
zJO^`2)<jv27gLXQza(9VHJ3~UNtTsP`~w_j|Hw-=E$B2h|IlzTVPM+%F@(|0unEcK
z{6)Su<<F0|N`Lt?3k`Ya$92pL<VinLc4KmvZnozn#Dh!DE|6bt2OCaqGMZRzO+7ox
zf3<GU1$XS$nnD*ER2TL#y||IJ^Pky7B%;pCSAOU>u2hMid}!GEiDde;c$vu^Q~XxL
ztssvf*h@<5<Ydqh&X<h~j)>Xw&%*^vjn)pxNHsORGn1{DOcG)hNrdo=_4Py-q*Jw1
zA2_-v7WiM^+6Gw!1DVUWusnCl1}EiNnkSey&<`UXx2=<{pS0f9`R9L9tyca1zKZe7
z?CX)oR%zOAE9)LHK4hu!d>!<<lA($JW7h%dC;Y_af+0Jvo}G&FT7{Xu8#BH7nzi`u
z;VIWdNNGOQoibU--o+rW8RdY~)mz$h@3pG<2k>-EkS|QD;O{kw&iG-ovaaRcQT5bO
zQ*(ritfaKWHh0VI$K0fZck|IeacA#b!F{{BR1D|qBK`aIR;5p79|{g?OOaE{jQ&lR
z1In`n<=>YR`itt;8iUXH#1BW(?|=E!jJuFN-4q@b96+S$5b*RK7HLDCpq12vxzT}{
z(+!c3N|Z^}BA*E!sa$2XfY)%w)BmIB+~b+<|2ICiY|3G?y5n{lTb4?<SuqVmZZ@qs
zcG3xxrJU7}v#G4_j9JRMhYpUFqU2C=%01S-C{!{cr<KfUIUo9cet&!T=kwV6^t!I=
zc^$o5;4^v$<Fit@*}&sNRumWskBmb38uX@ATea&k%3tO$UNGAF@zF_C(&%gZZE8G}
z{h_==p}u}EECXaw1Q5nqEu^jhBiFK@0nM7bH3knQJFGWY%2OH$GP*1A(SJ#Ygg<1R
zJC^TFY$wkhosS)Znp|b9mMBc#ob@k$@neU(Pwwj@y5;*r-g3vM4?iovaWi56rvJYF
zJY;4Xc6A^3x%c@8o*y1|FCIAg97AT5SMP$8#&b;lp547`{+%9=QTo_s9@+iLtt`<k
z(&|qBow~4hyYp|2W)dGBX6*ZAX7<maBV7}VhjZk1KQG_@U&f8+p6*?wpi5po@B99;
zTsd$%==;SBrUOrFPEG{XWde?c>x|N~G=p2Ot*^9xTs*A;SgLJll_7Dre)S#lIP>U5
z(Wbw<Qh!F5)Bp_rGs3FwlRy7{(sgI-pVOZfUAn{X79aL`#6NrJpr|-R9GkO0{k3ry
z154!StD6q3e%D%`kj4`%)tWpFkE?BH*11xMCmk*B8kcP*nm+vLx~1#>ol}e}Gu-P(
z-XC=bIDo|o*Hc<fh1l-~7Z&+mszpt4%d$)&iQ0q3p<zMl+aFlJkZ_MgArH-soVk8_
zZ2W1@OSIRCeMjr|pz0@neJ!h#nm+c)QM1hc`S`@ep9lRgN46I2wG5uTv}jWP*yPvT
zg^NmyN}ld7p22L*%372EP(*Exuu#g%dF+_;Yh+@#=S9GOZI}{<UB3F%dRDxJne}V*
zwfcjq?U+5xI~VMNzsj#%SaxV1`0L1{{dq?pKPr6P|7)zeVc_^{T#5C`2e-<t8L!X&
zb){i3+~-8e`+qB~%s<bhUF-AGzJ~c^FxT((Dx~b!9&??8hY4F>yv)ijITT{Fe|H2b
zbr*c=_9*YWrJzmU|Gq%kx^=+I&|<rEO#d3E(bF;Sm}gK>mVLw`L`zF`EyLLJ)TPv0
z&8qq|GuT<k*RabqZ!=3DpB;7aJW=A{9+Z~7nH7ZHbwYJf-~Hza@`U-#G}-(%mY22X
z%N4)|vdy*2)$rc#*y=Aju3AmxlV+g%WsctL-6tX<iyo2P-FNJ!Y{C>#EVgFDvK)}8
zA=b-A@;Du)L2F&}$6`kL*lKfp{jV8+m<}YB)S7NMk!ANLy(3bM4PmrNhE>}Me9pP{
zcIXJYBN_)L)fS-BP@F*gS6_Nz7_=?yttMX&s*4z`7f7+j<XPpoq44Jwogx~p7CH^B
zNLPk}dez&J2pvK;-9n=m3Iewv_HY$YLu`Ctz*+{I%|qpnPS^I*C_*LlynYQjJ+nu`
zS+>@hQkwLQ<{Gk>Sjpx@SGHt<gf}NRsx_|$a0K~}oy619(cu{Lz=*unHHt8mG``q}
z+i5VXvjmTTt9~Ih`YT7ZUQ4>^JW3}Zkn7YT0Pnifp&<h9u*}zy>J;GWvI#B-R)dRx
zP(TnEGlFN7M)Tj`(MUucau^Lk<|_$=VYL9<hDR`o14V6uVU^?Lq~hKm;9uCqZyj!P
zQw|D@rUe?J<@^T3ZvkjEErDnQSo$=G7EVv5Oj{#BWDIpl&NGf{9)KmV!SmYM0(2`i
zW0cJv>Sycp%D?)@B??mT)@hV}{W*}X!A6{0e<$mW0FmXJcRi+6Z!x8k1Moy4!weD{
z2U%Q|RXHFk>9tb09WIaEXW1{LsOF<rGF~|ijT@6@zX6rsHoEOdJU*pg6fbCA5~%_*
z*kWc{3Wu{Mp+R_gl}%)=fV>SU8v;maswi<2G<``V!srQy?X2V@1oU-0={+T*!C!^k
zY=Gk2G~&>;O?;8&;beG(g2f+pZ<PoGLVerh8Lg}o>2;|NJTb|QWe{kI>~FS<NDc?_
zD)m>BXkQ#b{?V(x%_P72Nwt7c^`%&IvV68b>7R@>ampONrG4Gl&94uVIBO_V3j>(+
z?W>|U7^(;}h1O|<9o%@;1cKumIlx@q*q7g=8Kx3#4iUAgKlsJ&2RU%yN>W={%vVTa
z+KArX4OMJayX}a9jea2qfM_MFY0J|sT!f<dq{pd?Xqhn%!CIUQ4|igNT$?2J?bB7!
z^12LBggG`<!(P6k1wlyhLeVPyl2K<YR)mgChm6y@G`^x{T3eG&kLm#_exz`5%HM)v
zJLhXZD9$Z_17;-qz$h82S;#bpdLtDp2Jq|24j@e}t5t3{7Q=*44L}ay#?ZNV0Nu6B
zst?yjX#&hS9Hzj8n$V$ulX<h&#xzW8UPBvhL@P~&$y<JvvI;DMloSi9QZr}L1jMV8
z3ni_&{mlXs2L*U7LU+i1!>h`^V{Omka)GW!Q>u#q**i&g+=0g%mV_%2BvZIWu!`Tt
z>_WZ*9qjxy8u=C9%^M8T20C5n*6FFy#(wGYT+WCc9fuhab6UCZtI2Wtvm@G4Lf$KC
z3Rn}HWD+-J&(0W!3{6@%C5tC<ynIDXaJH3bR>qo)i|u88rOz#x1FI{|h|Q76;DJtn
zs|5$?jN-MrMO0%l(+8t^H!77O8rrF_DHFVq9#Pd1&YW$Qt*e+s5%4mdrRkmacA~_g
z5Cpa(U>OPG2;xCxko~%Ev>XcvOx!;{j3+u{N8p0qwx}kwv1PkCN~v}oKMYx4a#YP9
zr^jnia`P5|f`Cd+ask=|KSZzl%D@Kc4$aiesWml=fbRmEiRQu;K!TVP%H(rK5F@pY
zJM>@C0phPTq+NuAOa|O0COc!`(Rpd3N`p}iDylYUnOJw)PIK)&QFRIh_nllh+Vn^+
zHmlWq-wl^vOm(`ObE$%_?KMHsf~9SGtSR0E8~C;D>b}Q+xgWzAxrX?22#yE6fBe)u
zvQvodC!2;i8)X%Z?KRn#;FWk}VZ6li{?6l@FR(E#i?O?7GG4d!>^K2I7eSY)Q+*3-
zHv$p9_dMN?rX`%eICstT+m46cztSlY=0zz=W|vA#FBL}U>E&7@v_-@8VCtwqI+CV-
zU@_+4Z@?j~<zP%rRZ(gMLnaw0WTU*Gi$o2}-#|elGV8Q|gYqnZ@%C?!Hn%Wwpd>~Z
zvO>;c769BV9szFG)SAiP$Wwq>09YfX9#N61ISt0)kb3Am&LTjnqf$czy)G*2t32*#
zzRV<%VF(UD5%OlyL_S19HfMr-sj=UL+I{$XK{iG$WG;ZLXqo2lbZN7FuvA8UzR1DG
za73nT>|j_r1wy2>z&nGG={o2&nibDN$a+)oDGneg2~wGmyjPhhu&S$6*)2#y)zdG`
zRvCN;ooqav!jV_onbUBC?Kh1#Zpb2P_S89?JVL(jnC>@rZ<ln#1N6%}IqM+%sQnaA
z_chewsrP_tdEl*~Ueq>I<vaJ>-R54t-@~fIbpN#j`v|g|d(E7zO%#p-R`@i7!B{B3
zEQ2l0@}=_-zKx@jM58glo!p))!(3Q5N($LC@WcJ>gTgIW51e+S^4H&;bZF_=npA(b
zTQEUxNj~!0Ik~%L-}cFxZRS_q9L|kD*~-o$E7=Xj469tAG-aXqEtRD1`c^d=Xia^F
z$=!|fT;I*UB9Q&ar)=6=G0}HP%|#YMK5mg^4`C8o58nw0Y8j2&uzSm5KKhkR>~MLy
zb0E~Fq4E9vUV+&uA03sPCVg;_m*yWmM|v!7c>`StD2^K~cYXh1<DP-T#GX!dX+qJn
zA;W(z5pI^cY#hKVL?dD2>KoUP?jzg(ux~F5D;mnpJ@oF<PC%(UDUP+@1Opdh!%IG|
zB#!o$)Sv8mt8vue+^efQdv%nQzOYHR1fC{w8aw+wt-0(?{4>UL0@Ibo60N>iQ4FE4
zN@zG?bCwlL*^LfWR%waBPGYnoEHDebN`{7n_Ho(1{H(?uZhaSYOQNFI?Cxpoz~tv%
z$>{oa-ocP(*G$Sep1u9yvAMok+UC*=rcYF%FzgS*Gee0k-o=oGi89?OdyJCGonvmG
z_$at3+I4n2*M`rAD5YoIw{K^&Y=;)?^cd3x$ZXhTKnJroSZzz6^mI%AlN&1s?s(<?
zwXd-H8Fu4v^Rix(wPO!vr~kHpIk{gG6=<Ri-RirTBB<n$*M>Es6$HYv^)!MoWZU6@
z(X4D1WLaj}SxvXJPvI&oP=@^hG)#eti>7}2AT%m7mjv~*2v_<B!w8lk={nY}q8Xwd
z(<D#_TbZ#SPNhaqp%dn;%<0Hf*t!z~Bnglq@w$1nu)OEcc?nrsBe^sb4>3L%&ufe?
zc;6%(Mzu0i-hf=9*5eRZVk>NeWn-@jQOdSSsbV14qx%uqYsQIKB%1{C<q2E!u64J-
zC8MwziZm*{V}oYG^soUnr|3&G$J;H;QSq5w^i-0Ub;lRMy2zfro~e|pBUDvrPxJWo
zoj>)AG}knGb^5cSc?<n|l+MioDaKA~zd@D}wh!th^cWi`9z5(6tm1`)n$sKXmk(lN
zIRdmlYFv}ku8pR@MEs>_oL-q$=u$yML`!pLFdyi%ob4ZqRzO*h-=GuvP1rV$v&eS}
zG^8{2WYsqi)ZUDxv-FHKXf|2?RH2fx3;ipFx2{cW25HVVfzk5h%~X~wEw0_L4E(DA
zuK*+JY^+;H)0e+^V8r;*jb1K1HR%*RxRpC-yD-?yf@rt81S}+*s8O0)d3b61LI=4Z
zqo!SZNx@n8ma3+tJ?WrqY&XQH8UeJ{jkb9~Z(j3PH-F1czh=yIAHy2h2}hc&B`%P0
zJ6V-5DLJnJTWJH;U!$)emE({&b93NM6vauUI>_^9zoL~R8rz5XwZB0hsFT=MUS4bF
zueZw`irn5XJOtbaDqwNdfJ|3nBB_;=0?8&S1D2%pyk-+sAzOz8{YC8PH+N|t4Az!|
z5G=#DjK*|C`<hf4HeDrhNS{m8lwR+rIVB8bnP{kidx5<h04~bpoV5aLP)4;vpl9Ik
zui7l{&0=P%(B3<Zg+W@b(RK9OVnJ#Nt70y!z_#9ryq?L*Q&i{~Y4Pi)&@~~lHorLl
z>YwUH&y(b($-;@L4p1H2Ocl#PfTk^0AuoX|xT7GaR{f#2AW&x~%P?3=g_(v<82h+0
z$z#XJ^55$EhaIm3Zthp_x+Jl;-L}h|u}l%t3!-eFk3iZd4}@!=Iuxm@Bkb6-htyC1
z^yYQdn3kP9WpMYT#>)xEY%*w-vrBc-N*I}O=zDQV;=OKIiJwepY%V2x-9Yh|!&4oQ
z0)Y<9<>X~E*N4-K*KayDj!akeWm7g^5CjUIv?hrybMx3bXpX@!)KAc1rOcd##_K;Y
zySUfvqDPL|->x2P&m4>-Ae%aJE)X&dcppj{g%qKPHqZ%J!wmve$g?KSfzIDN84<%S
zkr5nvyM&WjYlp5#NkwSU34?}sYtquEc)eH@9H+y5TCbWKk*Wp+_AtTMF4^IX?VFeK
zD$KD{iK8hap?_8ibC-3e0-V-HrZbi}&A@aoJ}^<!S3@R?0u5FLw8kqt===t?b7!D1
zm%9h>2S~1l2SWb^>?SYIXzbm0dWT~blka)bV{^CVHn1-1Vi8K-A0F}PHh#|^6@l6i
zQ~T7PmsN_}K4nVJ{Aa{?Zksp1J$?&p?eB}%{|g_s87X`zuc|Dc=Tkg9Pkg*`wXn1q
zV?2F4i=sWz7FLlC&NzmKyTnXqN4oS;^Lq_-qs^n9z7YBT23?%r14J&Ojuap;Zc$ZD
zBkq0lAmOkja%kCFQEy=VWxr`;_9KsnxA(T(q@8mO!tf>8^w|e59P`TLsQ2`xe>Yha
z8{rPkPhQ7YW>m`J<MRP~k_!1-01}v>y10X;FsUx*QD76dEp6;&VkbK#uQ|7MMoWWX
zJK}5Cg70%e;zh#*gV+6bqzFRBEMcu172C-hYBt7W+ror-t9j4U+k_fw$Qm9v2$Gu`
ztw1fX2CoX8#Ise57-Nh8;_GaVxu?No*||lkrVOP6FV7|=u6l_tdL61_l>)UbR&4``
zh2j)W2ScAjfi|cGQ!)j-+)OZDf2c{S%>&Tz-(Ee1MQW%@MrzRu@;rcD&4rOdN|N5g
zI5A)%MXUrKR$VV9=Sv@jsVd%xCnIc|g^SAw?ao-;8TKdPZqaf~Y$-^bo(+i~Hn)h<
z&+Jz-kLd02hpppAJ67d_)<|eFt-G4pVX1?a%Tk?|_1AoL>@)>~VITg`lSKxi0+Nn*
z5OY(Y7#Oy}9$!~b37T>W#K@o(E{oPYbiE`dy<@f^JjRKMujpLj(B8)dL$pA8MtWC^
zU%Xlvyl`#&n1{WQy3LLwTiNKjmf|yhkhEXhE>~wR8+)czF;7nM?>1IEdcphT<v#P*
zAy=TsfbtWA0sS{&d-~9iwT?|YMz5OE(ATI__L+8|jQdWBX%sI0lRo9NU(6p{PZ#>M
zJlxsup>F-<0;RKR+FogIp+nkgdISn{Py5Eh3pcC=ipqk5?Zn?t9-=s2PvCxY-0ZEo
z1;{nqv;I|+=wuR;X>>ygO-)t10N=rV;rrQpS40uyNLAXsy=g`JZ(g)0Eb5_XbeBi^
zd-pY+t*+X$4a@%P=&sdm_JNh4>WYLrH<gbk7(1AHygj9BTJ)<{pp}1hhpVHx0IdI@
zZdx!ao!_{-?j#xFSGz<kbMjW`T5;KN_6GJFxsWhO7`Wn_k|7SEKoT-uHJcNG){3tI
z_Pn)M1=h{FYQR-kn9QqpP|Q%$XL}9CX|SwNO)ftZl*xjyEdo-o=YJqNoM|Qz+<~;1
z!IcF^9gMRv%_OQiaRZIu+osH6TSdb}Fz#!dcDs}n(HMk9q_ApMROprHtJo=XX9~i?
zC9Eb0cy)l7paPP=o4c-IgRvUJ|KOrU6sQ@3R18Mxuy9xuj-|~Ls?kYrsR`F0;a~&J
zwkY9HKrHrrF5u#UYrt^4Iw=;p?u_-N5j^U}#?ERn%V+}5+$Chm3W-~{SJ8-6TR`-7
zm=i3uqLJ%L?Y#kkSV@2Z{F>EZ(&td=v@9W02$I{5j5D+chn0|U2e=E2rA+i)8)@oL
z<@Ga#;oxL!vyK?jVeXb7p;0oH91*<|`WhWwt3%Y`=kja_llC2M5x89ahVeM61U%ot
zL`R^JK#HlLzpXl4!<TPBi_2EQ;eUfNk}MELm}U8I5MkUZMIcgIp0)umPU8kip}i6Z
z4g=8_0mqrgHQ{91tEwgrYKz926EI`74!{D4_9d^?8-aAG;#B8|p?Hu#jx%MVL*!v2
z^q=`dW1;kH{HTF3g`dBnHjawbrSwIEW?b4q46t^)kgwp?PjlhP{0v2=Ad8vamRT!w
z17X85KSgB6Bm2V^d#44hyCUkK4N83~ntsOgt9kc{BT%h~aVt1+6hHy1Mfc}Di%YlV
zv`?x;FSFu1>{$jVJ-Ut@*$|;;Or1`FM`cCY$i@Mf@yLa$pe?VZMV;q8y7(sd%XYiD
zw{H&OYY@)a+B)q}aoCL-gMBRV2f_&m0dbmbt{I%ax~YVE`l+jH*^i!&*6w#o#;QR|
z79J$QM^KqTpEpdGyLRtzan&c`x&6_bs()tieuH$LdXfc*$?jwi^kb0nsT1%kwao*u
zH*R8{2bQQ9nLaFYbA^t%Q9|>qK>?cKh4!hLiWo<{<+_poGt1q3xi7qbMi#w3(RJf!
zI_NiuDYiA)%IebF?U~ZzU_*bh)?8RjDSlRAV0zQ!UTfLQz?Li7TMmQ%7^3c=6ojZS
z&|HhBFZ=g~uI79Uv%5=iJ%yFp^HoC%Ti`~{MyR#L5k2zY3MWJx@cd)gv(+(<7RPk|
z6-_)FyG(!Tnt3SUZ!;@Q>5e_c@GMnpRRWDh(e4VQ=tx772dfrz`GbCXV2NZhQFT2a
znTD@t=j%~2+Ohh;F$5tCW*DGcm{UNEVM$Pa+b?O8WJZ!%xxCInR$D=)hv0zr=|&7@
z!~+8KpuaPn7~jONoMsI>4Y9w$)KX9m+}{3V2-DD7(c2m~<*PQ0Xozl-WHEv)&}=Yw
zX_k#XKSOdL-3hSY#T0_Am7@nmsuB@Q0bG&kA+lg!Ad+HXXYNhL@cL*V+F;@!sWIO;
zfT7E5`pV2I=!xza;;J?QciqOMu|e&0TdqAH_)mcW(H<BYIAy^EgxnmVzeAISit1Mt
zs*{$z7DW_efzbhe$kEfaAh89JpFYH%ML?@j>DWr!As&*K4Zm(2Xy=<TyP!=Rg~{u;
zQc`X5#M6d4NOoU@N{mW({+CYPjEzj$&Jx4d=Jn^b@u89NuyvJo2f?7O1d&bU+eJgv
zGDb(+<`K|gRct)7BMO_SmxYp%z7J~mMF`AEx%Nbw0&VR!NrA38TTZ4~1dQXWyE)u1
znLje$uT`c?qNj*Vos8${dV6@RMrqx$PQR0r9Ft8r+apPO2YhkPTKYQtx=dsa$!pA=
ziZ(|%k@=ADm}yi-M{hf!&pA#sno95*W;BWC0<_m90+J0fqurJ>MC&FH1}g=S_M1jP
zF`CMk6vAYbIcA94J417Zh@w;Nm>mux=jB|_HYqC0AL!HUXq7NJ%nQY+^=l4IhDf4n
zTgEUPm~D2D@j|c)4x+vBidVD6Bz^%D(~LK<pc6HQIw6^rGmQDBuZ$QXdAfN}X8Qmg
zDsnJ~bj)T^jbMRR6GT=<n^?aKXN|NW12(3P88j-(${6|;zj6MX@3`t90@X3m)Fws8
zD{qcD!OCwPf?uhR#?|x=HNoN65<jTeS+1wajl&~S2^NXIymVe}|1wgMg{{T-0(|?V
zAF2Ly9i99&lv8j7TYD*2oNItl^JSzNP2#I)jK)a+0EBk#jQuygm<|ohS}e9R7R5$_
zEUZkzvEazKaUxX}P7J3mvYV!0B8Be8b<`*$4V5>{SjiPYG-TBxCGBPvSZC7vgwbT+
z@G++`_0YqSQG#?<15TmqJB-pz2m7LYWkkNvWyM0n{W^qcy)LWgEgC1Ca>~&qWBqhE
zWC3_#mH!4a-LRC;+u(54leMRt8>~PGA`CyPr8G!LM?6EEx%03%W7ONrZbaj5_U%7?
zvhKm7RLB$kJK?_DG^~yPlWco%?|<FrS|@jFyU9TQXU@a*kUAH(QZNs&+`ouSKDQSQ
zStE0Nl^Vs?yp?fuy<Qk=P*)GIT0U!MevB)$Rk`zxJUWk^t0i^lxaRcq&A5!i+*2J?
z2=Bx6UOTQ7Jhy>U_%81EPny`9294|>W@*)dU=wUGr)>Ano%)&|yz6M+Q+oQ+d7B}o
z#*ST4s>j`@oMT4+u`+-8^7v~!r1hv*;muM0I#6ta(kPxG@7ies5bnQLr#|Ul$t^Fr
zlGh_Py$so;rsJAy>I3sm&9)aVS;lEa%x3lkghB$bwFJ=Ym%mNA6AF>PK5sr|!CyY5
z<ixtF+0mD#OurYY(H|inye;smX0#KGxn*%lCV!UdFPeY1Z6t-lxn}wA<A!3_)7!Hm
zw6HouS@A>5^0hX9jNDd)wH_XScI{cpN3Ty_uc+TU53*6EzHhg!J)%rZ+{`8=nnmz4
zbES!0R#^<lB~~3Uc{WEQ3KYeOO>lecw4w&uJL=06X94k1`cz=R3{_xkOgbz{4yWX=
zhGK1?QKLWt7YlCgZDxT)D*Z+vk@Fkk^e{s^O9Llt*TZL~_dB;W1O&p;`TC+5phgEJ
z??q%sA=52XbHZ$n7CtC@lCZVs@soQp^IJX?&-6|YlEO20ldH#f^4eRJ8|-f#T^hdH
z*}?WcQLNeoT%?)rO7<QD9xng-Ec{4Ox*Vo)%?mi}F)4e?@jKLuoam*6@R+`!U+*5a
zbX|P$x98SpR|M4-Pa5v$1eonKa$`WS_ij#>Y{!X=6_0oC?mA!UX?CkeBh9?k=wnS*
z!e_XaR<_!$J4z_>u5i~I2;q@4!Y);_52!PLQIvL-o;l$c3%QIfQ~&jg9g<%|y;R;K
z`0-&X`hQoy4X<Bz9Kf4ZK@X}cJE=%1rU+~EqZC^w8Rt~C%f^04b1$%33$^>TXIt0=
zp-VCYOGgDefazISVBA2R!mY;0E07I#k!Y5+RLfG(&R1la0GnbVzFs6lcQ_zr)om(D
z_?C<j6Ov=RmK7e+K-2=dD@KI|8;}4-T{goHzv8Dpq@}iCK!yZrX3Y48^lK%)Ns<m}
z8B>v&y5ZxR{f3!uA!Por6*2`lH$rADqBc-4@LRW}j9R+@Wk$?k)iwheQrOwNB^<{U
z1vo3A+@cl?^_RRd;lxF4;sU3mD}K5KVeIVurd55Mn%M=C_-f%>W^kExVzwLy^!s4A
zn!<%?LqY)(#h{PJU}H?^VC%fj{w02ubL&0Lh=t5<LMK~-lxh<^t(r`jvycEi@PeYM
z^(rP`q_SSmnbsa`=l0{cZDJ`xX5g&i)Y{<(JNsmi^msVh1cM;tRUrG*wSkCy-B(J}
z;MF>d#PH~TxsI{3%r{Ui-;hrtH1{Xwu^|*;ff6h#T^~4>a+{iG;nY@p5UX-&sS}{1
zH2PJG`yeV9I%J`lFI!oH(1~QQ?m~Z)ILnw`A!j3V!D*<$ST?^hqe0e?L~S2}@cF%K
z{+jDUO&qt)fhbzENcN~PUNjO+8@+yB&S}s52|*&U)j)Cca<9N(8_?>TrNM~Ay>Y#<
zRnNiGJ2mGXdB+w<{>?Isj%&74x~+Y(bH8)qQYKtAU7`f_Cq+`Ze_*k|i9H#whOD<2
z!CERh2`(?c@|NGdJEUp!Yj|H9Zh!twhKKv9keBR?zsjDh#J>L9C9vo7pRSuP&OHC<
zvE^U=UFDJ^o*()*9p1mgC%>#XsH7mF&H5_l(gXj5Dls&vU2S7L>2yhA$;xrkir=q2
zZ5xHFlBD6WQeS#ldZwWs^Ie+h`?p%;3H4E4s;82PjoK7xHY?gNr*UVKm6ZGWS+=L7
z=E5uTe`Y<C7XQW6cfqAWVwj`W&9p)g2(%fty8W4$GP$8L_4Z)qP_I`eK}&fc!qaoK
z{9n-Kn-olGc9>6FMC`uLh1(NsqVjA8{uG?K?>1|=xb5)M)x&GBq;FdM@9z{#j15Hc
z#=Z;x1%898eN6iIC1GOQ#ls%m+iJaQihx_-ge``9|0ZUenS*s2+dI+Yqs{3?_W|XE
zhnKdMA5=UZJG;xnAl?^j4%LS0dHwI_WmgYi+>Fa;Pb)d!tEGyb*Sqv@Lm+Z*{*PPk
zElkTk=Qn(Cy=V2{5n9)}f7U~A#myT&m2a!t{lqytmTyzv+#9$qoYuYl#St;^7T}>t
z&y=2^m^|8bB+OyV?Md;c*s|ga*MbJd=3nO37<-nO&Ks0Q^juZjW_hRB^*;Rxp4X;4
zw>y7L`m6KZX>`X|=bs1Gl_cw$r^ec-7jA6cefZs_{hD5+zugCp+y`Ji%!)HRFO*#{
z@PGE@%8UN;7a;@>FXy?4w&#CJZ@(nvGT&VI_~`)gwbkOayw4sVPB@RSzkBsu&RD&?
z^+}Uf^-+PU>(R~j;QRHWUv>(!#_+N7<;$nFDt#Nb8jTf4-Z}Kh^x(zg4m->~dZ9}@
z*L<~ZMl95b4gYiV@11N=@BRAWwz+_<<8_TK_>?9>*uDKU-WfBe^}y__(YxzB%eUv6
zAh+8+T;mO^2Uu-}|3;`?)NsXqxf9*x{l>Ld=yy_e3ppqNnrymbM^4$ta|7PqGx>LA
zZI-WTS1O(>KIdQQsL9p)G_HxSOFH{#J|sc^q15A2Y4wpGuSp@UX18{2Ii3Ca@6hK!
z=fR_pXCFfDzL19WY`wW}>!qG5xkYA70xl|ZeOkCWcKd*efN|X5>;**ppFuwhW&)=M
zXLr5DxviaD3K?0tSh~_!TJp&9?X>^BTf%)m(?{C!16H=pyM2H2Pduw|9t&8)_gt8t
zs_5Q++U#)Dqw1rtBMR^K9BmHw;RlsJ*-CStM|pc4ExVCMaX;r*bLb4mW4I_o*00~5
zA)#&z<8ZTW?!Q4*@xS=FHFT4TAU0!1(M;^qgOSv#I%aFtoM)GhtI|ckqWu*&A(QGE
zcicU#JF{cYD7Lf}1xh^*Dh}^cT-Zf98RlB1fenJ}4B6onvctjg1q5+?@#*^~&$_-o
zZ`>*cVtf0K@@jtgPThW`__MRntnAQ2r~Hq+u0Do?#XqT^-tvz=ym{>Cg!C%o@7*s}
zxPqF2okfox*LbfSi=9Uly{1H6>}k9Av&QUF!R|XX=gTR<$M7!>oaY_({ucfrNvovd
zl-bc}!$X&L-FsByZ5vq_Q}*y>PQ@GMtshf{7H4u_yG5b9j^Q3I7rYf+dguJ$ao4fe
zdJ3N>pN}!Cw}i~T-F)3J^wy2BpqOJHj!Mnud-mQb>V}rRe%R;JhczsUqsmAJF1Oj%
z<vm)iDW3>JJe+@3HFb7V#><yme7fDj9@He*n(2Og@jrj|c&X3jw{B&pcb1;KT72hx
zb(f8STh*|a2F%Fqa3lLLby)omX-HjJ?5&QzgVNn*rZo2r)hbhz2SzEeoAhNHZMf*Y
zXDg=~fyG|6(T{Dzj28~L{&Va>4(dR1FM6iq@t*e&3-j{3SNwmOo}5Vf7=};Se`3Gl
zz|rfs_e5zmygFGET>X=obK(8VmxB*-ANq5zdj$P=`P-}4Z{;C}_8)!KSJw6K+0VH7
zOXWF#jY@mY+&+Nr*=|$i^D~KUTWI}ClJJ*T_#x$-ZSzcZznB+CkM4IZIeTQk?U5ts
z7h5My7yC>6LaKgt60Vk?{af#rY})EI@nYxV;n9v~an2VTzeOLiT1fV}v~WNC{h3r!
z`m_0(qhF>!UE#YI`$YFYtZ5htt&+YotMU5W_6}<PB2Sw8a?wYjva$52;b+FN(*2hw
zo`1O@{4_AH-}P`h^6_b+(Z0#oCr%z;KUiLI)BN`7<LA_?;3>aq)^G7pBY9<sXHGB3
zj$fdZwRu+wqW&VR{Z|`z7<+zaEpNA_zDKb84uhAe**7m4<}}-UX@ReGhrT_aXCb+^
za0;m<uV%M>V(z(39Jllu+_NR^9>gp(TG37V)_HP*_#ygX<MB)N@~#88f<u=+`$%u^
zo~k}}aei<0{hH&G(ff{kx%f|mhw+V^pWM55D~ayw&&uvx`TWB@r-yX>ovFfW-Cb$M
zS?xFIEI)r-$HGQT(9(!bZ{uP8W}o$sG(dxC((wq=r<j$#(`Cg2|D04LW_5RNdi&zL
z{Q39bYgyTCF{wvz$FyqVJ}Y}$E`aVk*zF~w+}%^6JTF|#+xMarB>*J=Do>wHLUO0U
zM@7k}rw_V+{Pn@)+UWM8!*2hb^|Z@*F=#e_3~&8k^oJE%+qrS>%lBJv=bQ;%yqNdE
zqksAc!~INS>cu<v67O2=+FUqrX~1lot(NoMN3))GQd!bZX|-|8{G*T2!#Q3P|GZBs
zI{WwK_>690V^X)e%B>=sk1x*lH=JG0mvi5hJ+9e5@I&wUiS5OuVbfnj`kp94_OHA+
z7IHD9tg+`<#ml!>uIS&wngkZS(R}by5q#Jzw5;y=-fLOadgsf>T{dtpHkIjj4wpGd
zgGC`(;IvZA<dwU3OH1XN-g;R<2@hW05nW%(zLGp2`}5%0AJaz~ievw1@Ogjc@gE&$
zf9RhJ80)y#bw?B6`IZJfRrfJFAey=ma;0NF%zq{HsptFC7x!8|N_by<@7np}E-%Kp
z%h|rU9AvLRj!_y^IEma0ZmeXjQI{7d!n%%?oOQl3_wKIGSW<CY`L>rNkM0vw`|ID=
zfBy38-G3DK2Obx7b3QJ7Jn#R3`AD_u#N&muPe<0x4o^IpUNdR^=UASx>e6a*B8<BV
zXN-zsI-!0)PN<CK@o!~OUk(JG@$vY0;O!3G2+A#Y&+N_K)zwF<u1GgyLbSQ?BCV}Q
ze6+lGQtm$GRj|V#xdjcwRw@kr4XS~9NrlvQ7$uA0v@l}DHhaQ^Lu<)o1b1N0cNv^Y
zp0hHnN3Osf3J79ko2j--u<7fFD<$`T-8=g|@%BGfDz<x0@BeF|dhG4BOB<Pi+20cX
zUf>_ux6XXXaNGZ6LN2**WlQ4y&}NUa{%&#odyiA<r9IvIs^*;pVny|cfkV1jzlklB
ztejg4zvBDr<b?Bsf(!FG6A#uWk2d&x|KA@)W9tX4UaLApjjIp89E+$qRVBaET`nyA
zGyCVEKdxLWufEdf(&vBw{*!MWlo0=iV_^!5cy00WW~8AnmJYJFI6$3kduxp`snnsI
z2y?l7`%Z42=MJ@3cqFnMN*tOAQGeG^Xk_fyS{8~*+tH=b&bhhGsq{`N%&pv0ImGp7
z+4ky#m%z%A4)Vq3UJgumx>v)heA_#Nz{t-_jjKY%_EX=LlKgHQT3o;$olxJsb|Jf9
z!uH0=+RFZ&B(@iB{<2;7{su+Jo$D>|g3AdBOKUsU!y^BCkA3v$7%{f<Evv)s$iOAq
zgR!qQT~*A(Mx~cG=@)n$>wS{mbHztmp7k+D?r^U5#{~BHx#$dnTy*v4)x0aI1Aj-B
z@12)@-hQC&<iuYeZ`;(3h(pg1-*Qhx5s&Zo{*idb_FzEuQ>xX;i`B(H$>%Tqe0suk
z<NngSj@PEu<@?6=2l<@vbM;am`&vIa(iKKNN;SXkK`4QbxDk#j`Br#T<)D9D-L?~+
z6-@r$Gq9f@{bF#5|Ej&`t0Ql(o6U2};&TVv4Q&-G8~isSX+f$A78;e8k_A+84ycV|
zgK$;$ie5E6Ms2gs?sE^HO?%%spz`|P(v9eC*K%E!J6?_&q@fruZ`mIT@=T`;IwQgk
z9r8Ho{&9!y?%2hf@U$J)7|y(o5{#T<cEQwDYje+Cts`y0CqKrw*8Z?1K6nv^d(rT?
z`_5^#JnN#cI}g{HU3X4(chxz)xpL9%^Jmh<DwBM6Tj>erwQNC9(dADk4^dxM$Mo#E
zl6dW3+O1yu$Re`x{qmseXFN8}ix<8?m;a==tEz7H{M_^W;lx0|`M2_0w;d<u?mVp8
zTE6v5=D7mJF?Y?i`=j^Lzpr&%2NTLvJt&@9_gPh`cU2vX(+aa(DUcgCyuFby@rCkJ
z134zw{wGZwujIYlnN?~OI<<A8c~fzq{q<8u27RZ$UAgo2WsL!|_}=GJmvU;0YM<n2
z1z?L^Jr68^F0q#Fxn`eUm|cwcSQc7)zo<N*%+;sS;%1Rvnd^Y-+gFl&W9n!&6FZ;L
z;LAxYju5$XUIQ#w<_lBO-#$Oj>sCE8@J*)K-d29kNA7ZQZJe!Bw!HUn&+X(}FZ2af
zui&pT5T5!f*fNU!p)c-Gje0e~1*M4*35^CBA+}QanLQz^;ZBC{>5D>+xYsuwCH@8*
zh3-pG|94Aicl5R0Nc^uHP>uUdKJL@qoWftFN&k7hsK}w<N<a7QJ^JG2F;9|PuPJ5X
zyoA*?ci@iu&4MuxVn}+$!6*Bw%1i#}dw)*D(mSVcZD(S@u=D1`4Q8KuSagv~<x!tk
zUc0x1zStDH)t)rhl=^hcaISf9+=Gp5L6lPEn80|L`?NO7S!sy{+Ez`R(v%PS33?Y$
z5;r{nYIW`KvU7r*c+}-LC^eLQC>y^vskE82+Wz#v-=KZ2l{qg>W?jD|W`23)WhjwW
z9olu4=5p*Am2Yg6W21`d^iEE@fMoT{ES%?(O4dF!COd5!OzOhMOwwck0+q^Y?GF*%
zDjslrKcOiL0isrv)=ik^+({<@DP-dq5GK?UZ~`cZ!6EVz<ethn3^Ih|&=eVxX5kcu
zdR;dgH_Kzg{Wbg<LF~LGXSd!CC@V!Um@udIP$kBRtH@Vin|_1p2CLkF3gBn<Z9Hot
zAUN69GHluXA%jW!z#rRc1mIl^3zx4h5&Fs6TC{N$T$7S~kv|t#P>V_|bp8e-QbDNc
zby$;@n$lc2B!36#{iJZ1m{^O;rfR%N7xW5M+5H)#biD4OB43%|hpxr6(AP~|;>E%&
zz`wxf&Q=&e`_rdTVKr3o32oc<g0aa+CMSy`q4HA+u^XPaL1p{=4}@0v2CFG9Ar0uF
zYZfi#--iLk#PDcie1CNM9E1tS^Ya0(Xoo5ROaO`()eu$o=1RsW-kgSU)GQ{RMqEO?
z5e+-j9Q4HssBbjh_Br4O^Cw0Fx&X+R)@t9IKBN*JPOnN>RceT9n&#O+BkWYaI)BIj
ztUo%dvNRLAHEJ}}iZD%r;s(=<@;ZMSlQXSN@RhCPralTgH`_)moVIORjhP~-Smw8h
zB}~WyM2@SQJW5}iT+^(}s99yV`Q0>1)d<jOpJL8A2so<K=0rel6H0{6svPx9`pOU}
zB@5rr9ghTXGsIT?8XId#wzpH#9*JBF)EclxrJaLeGSW>@@?;pkt|>P+r5bxZZ_X)<
zm(sl=2FI^OUri?=GW!CZn1h`m*C9HsaLu0}CRZTQ%(xCar~^#VTV+*~mY6_Hd`PlO
ztH2nvJf~u%5+ADc)|}xFs10OJ7<6Q`Gaq3+J=ho@iiU*J&%-T&+G5;LJKV{E`$k@^
zl=lpBT@2J!JLR_!*U~ed5zN){M`_SxH~t`s9?>5zMniPkmzE8p03z2UkZR{)V=b&Y
zeuGLg^_ym~*DU!wki3Fr=b)`@!%mL$V1Ww8r&&A$VnKt6S~3C09gmU`dV#zv%XWqU
z!1sV+S)O@7XRw+iD*}^|7QhqmNBMJTU2(sQ(sX^&$Uvn~D60v1#oZo{Nau92!32Y-
zmDUyniXl;#FrguxA`O4HMD0|Qcn4!L$$Bo)IKr5amI{K3h{`HWVM2+{YPOOuTLFba
zk=0T4z}mIg0W-nkGBSPDQnVp*9XrPL#idyl09JUnGhOPdH$vzXx6ScaHl)it4OekU
z=xB1hXh;Hdq3W#<L*T&SQ!^1rix!5{qK2<9?C93|<D_>&a9zK)HL0po+)L(u>2ra`
zwuRiamqzKfhE)oIdF>oikSQSas{?u{gp+L`!fT-<0(|{i3{+<r<uK(Saca+<{_30e
zir(4~=d_m5K{Jlaj&uqLFoMc0Xf{iO4N<*JL^CPY8XX@aQA$;s&R?BjFM+5D&06#(
z?tloQJ(Oh}VTd2BQZJdu0Eo?PWnY+O3uV0_w1!o7NOjZNPfy7Xl(taFS5>B%sE!Dm
z3g54U7qpN0q<G#}emJFJ;+cio{Ut!n_n;YnZ2~iNY1`F3`@-hSRChUE)jR{Hre(=p
zU#4kPrC$4}{O4x(tb2ckmN)KNj`aM;W8c1_!=5GP_j<sYrB0V^yztnfhMQBcy)S=$
zgMEHzc%^*t;n@?H7yG@qW+yy96=~gP>V889WK?o@a=&ETr&<XHW03r0Czv=Ht)pLw
z(%U`X?;r*=6l)8JwyqP6DYu9x<8{?*9Wm4}{SHuWio*6fZy|qcx-eH{+2Iz6Q=mc!
zL%lF-PC=^L6iSN`lUJz+31Lr0X)8cvcDg>-EzO9fO9eh013K=Ouqs0~QHNDV;BI+~
zS<a9EF_l&2WZy(0EKBr6_zH<6Uk_X#8fY(B`VFFCl2t)K?|Q(-UAV7rMoEygu0wX+
zIDo?!hSI13{=V5Df*lOU?n^X}Q_an9t9C|LU5jT8n~*%Mcsi-1&n@uQydgnHd|MPe
zYLO#AqB`@Jh&Pv}C@db^Sg8~GL&3-B6s%73(tG(*NmDZ^IO({&chS)>;d$*wUb3+&
zp{bwJu58;3hTBgoI7&51)lC`(zRHOanOz#b6rI&6MjEyvJI*cPStOH%z{K-_=Ghq?
z<@hz3$d?`i;;Jn)P3PSWC;-WED^q}cHQ2C$OUJY>h*PRGw&ymdaHzb7FSE6fMO+Jf
zQEDx)<$mdm?F@Ndqa^?>89PnGqgH~^*4Z&!{3!5N^H7e$*RCRX%{4zrcnc!A?L5AE
z<kJ5$Zu;Jon}yW!d#>Jdb<DOGyQXZWbe;=V<IKKrzZl};06O}oh>z}j>eeH+y*YWm
zuru61Tii(*@kHV)Syf6k=dl&D>`WV^6xdXGgSKhv&y3YzJH0s>=-ltIywEcHz}e7~
zMhA;7(2Ji562vF>rV-NkwQfCH_NZnftKXoOOD6XV9-P*7t4rIA%}}?OXx+g&o-}cd
z3_4OV>FTB;=jqE5xX!Dh57rrX1Mr!-wrv@*2E}MQh8khoDVbTR4?F(K#m6A&?7;)+
zW4hP({6zG;Iu{2t+o&JeK_%+w8?{1pBTg5cX#xpH6hF4BlVYnk{rTVJLx&&iO4zx#
zJ6Q>J`^(;a*-j6)RtdF{Hm6QrKE3kEzNFS>gj_JS%k85DveprN??MPlwwhBNsCk(-
z?I8J{)-SIukjTMVQKbK9D-CLfWwQ;ivjx{1HsqJCKdR5%68Cem;hUa2W1)#BQ&wVS
zn}E#CEm3JQoHbD(Y@PuT1}h{H?}onHQXPI22A0RAZVP_2SAX2L%KI@Gy&sM?9N0K@
z<jt*+hes~fZQUL4{8VzG#P`lMt*a<ZYtp~B$Y@OA{F#@Eu{^(LQQOD9&9`Z-O{d^1
zjTxA6I}@^qpdlT0%Qi6%Buz!4;LdNtyP{VkJg$6IyfblmP2S{{fO7L#xbg`&lU`oy
zu-S=x3cu@0-f7wlae(@xlCKmy0E81~#DUlM+5u;qGsJ<=)Eb+SG84#vD;bl{ESu2U
z==A~It$CxtN*Rh3ddDnYg`%g6&~<C;cSx~KR{=bX$b1>p_W7t5G~qseM%AA|$D~pW
zt5SZ0VnxfFeb+{*@k{6!A{}l=@ERN~;5W>mi8^^Rpk~J%H9xVC1(tR12qdhwSNS)n
zdm|JrtERPtE43~RBf*7$)Y~lRTxkH|@(nXuITBuDY-<P-x58>cpaK24wIh%y>mYS#
zp%BgWK$>W<RvN`ekIHO0@uPYOY-5Z{6n;@V<qfV<VG)okOjsRRH~a_S#Mgw5MqBHU
z!mT(oJIXp8!vpFSXwu9EO_rhIV~VjF+(nX@Wy9w`@{j)wI%pn^5e+$MNLj$@(=t(6
z61}IS;)hk6a81MjKCx{uqMpkAGTUT9HJAgkOnA(wgr=gDzx`LQYL>s|yjE0|vVCiK
z+M$j%YhvOk-z3gJrtqCnR*No3AtLxfRbh&Sxds8i_Ah)@X?6QS&?clbTg&ql^&`F(
zc<y_qeikdCa<C$gOUGq1nhhmtGou{?tBdRz#~O4!9Gd%$+9?E&SX-d$Tl448)^=34
zAiOpUS8d@uFscRwG?aE(^K9GZc~#?9$<bg|?KE#tS3h%%*Dw2}|Gpg)mf6r<iHV+y
zCWao;<t^GO`WZvnHjd9?91SSiwrNT=KV*^g(ft0sgNC=;eh8hW)0cRFNhguf$f^(}
zQVVjk?(1c%C@p8qX1>?2<i2Tyx%kE=Q12vIzTw|_`|x2A*m(1)74LN7ym8KEFp6dD
zJA3ov$FqlupG=h~wso!VLu`ax_~1lt3uthovpdE&#IEP%f4n`1*+F&hwj6eb*5ArH
zjmw<~FLxOo3Ei)8&ijwYRP(E84<8P79c6K=eS&1(CQ)6B&nUfa07SMql_Y{;3bHiF
zC|W>X^AJB}A%C!bs4Z4%qIt<p6j4p-*Q|*$vC|-b>mb5(UHsrghVqp(O>X<aYz+-G
zuAzlCOA2b|BeL|!>)dXD9XH2p4W@>d80y~*7>A78@K%Ke_w~YLmC1JKaHgd5r+J!9
zfr(RIYy432aw|`24Vi{yM-bIE{_#yJwg2W1jagbB2Z_FXjZZgf21{boIg&NN<SRgR
z!Y<1Ua=yE*dHf37NWBvcl+<la0<S@P!y}^ZmhIYh?~+gU;Mh@q_YK25U0qup-BSI`
zaLqQT!8R-N_jd%Fdc3JNnooA0nVB7%{ATz{pMUH(=n#|f={IO8N#!%Z7w8&vpUWiG
zUCl@+U+s9>^EHsf`Lr}?2_B6ebO&BdR8275j?&tWUK|M>N06lQFu?ltziY+of%B(z
z15rAylTNcG8@v@b#9&!BFD<_S6(Wx$Et!%QPb4kv%xn$)2xLoai#A9i(gfbTy{UN`
zknd>A)2T}0wO6VBsF2<OUk9=6-DW6MH+*M1PBE0Jy}?K5pO|jRlZ+5m0p?M&g)wQI
z+aLNM`R9}Rd(*ZY#>O}#@wi<Sug+eeFKh3Q)^EZT;3`^OAVM{<NKK8YU+m1(ZL%PE
zI&26y%LN3^HWv=?2pL_MbdF_yvH@VF@6<X$ncO9LMrJHD7VWFyPjzkV#;;_^2-6LA
zZfYCBG5|UUn>JC^4FyTmveK-7gPiDoJQZ>;O$li6o_W5gVoAUvS))Vzng~qzHQ??u
z#O&B$;)a?qDPBZPMSOI&Gc2<Yh!dn)RN-p|(fTF9e2XZZel6ed3e0r1$V9_eO_TJA
z8V-h2mzxH~UjyX*8*i=-g4V#gyp`cZOYlhAfeypGwdiDX$Wm`Kw&Oj8)%ZPLyThL`
zPSmmfW@ybC4Xd=C){*!o$GK?OD3eZgpq!>G%&``9|FpgLkX4!)vLJ=RcBsP*qBhEj
z#Wkpkjn$g8AuKjDjV8kN21oU>^VkA{f~zzVJYua#jVs7|=9K#lR)7D=;~Kjg53Tx3
zVxKR2v(|nzn|gX5@V*LH&aV3P2wMWupg+HG=;)&oOX&l(8t;*WUB!_H_d^no?BxZ_
z-)nXAIqAASswwIFq*bH=7ffpUW#$qW`=e*j@EzwcrklTex&g2Pz@6xr0(XF-IH?Z&
z7X8al8>|v24|Yus9Pv&ZJ6HSmR_R3IEwwj4K$nd*$70PPhT)c*U4LZ-=wx)!t60J|
zR<csYTYtisI{rz;yN0DQs!Ct2u*1moQ3?cpK;3?`g;ES+%J$y`%6*?Qm)R|_VAG_p
zdo#9>{YD=tHg)YZNJG}1PhwV;-rQ>M`krf&ZQ@LsvdUtDhNB^JZa*}V0Y+5M3S)G{
zI6N^QGZJc1@@K^65YbKdkx<ON^FC^(yBxn!Oi@?wLk!;nCRlS9UlW&vp-@Yy+yLJK
zm&yC$GaHurr`Zx!8x>}9+}cL5mF;~HDl0DBE!laU8<3DLmZYHR*)b>V0!Bg_sA6pl
z%-jwOvscTk7lR)qT<3!(!;@%gw19NotH^OxL_K*n%O9O)C33(Mnn{(jgYARYE4A<i
z-2kp!iA9(lOhf645%_d|-bP%2Lw{!s28M!(ZEGa77CWZgdXwgiPQjRv9s~8OMmMU!
zq}F`^%e%|BX|S2t3?x2VmvRBgZ4so(ubaeP#Y2f1*H%YNB7tlYeQJb2g6OcMgnkiu
z%2;ito~66o*_$_{Y@Z_C2>ou)KuxEkb@>L+s2OHfj7cJF-It|<4PEWb8}>jO-kZ(`
zwwsRVR4btiW0n-Gml}`@kRKD@TfkX5D6ru@-kcR?X-UznrO8RxqPIG*dwGMH{AOfh
z2Mmdxq6a&L7&fZd<1%w`!X|u%=r^dsdZ&H-Bx=Z@O`A7M^rgdr(h!OiG@eA2#B%bx
z)Wp^OmxB%-F8}<8z2iwYpPTnEkRnu$8giMb-98dm^<B5f_h8Mo;(jrDZckj!4im;|
z<uaTKULRh$o9gim_CafF(It%5eLquW?;<J);>yN2D;icqnF;F5I*6@j!MC1=MyJC}
z&PKqq6RMRcWK)l;wI`9Jn<HF@K-QrjCajLKn>~<keW`|zPk;=ke8?VT4~HKMSp|}S
z+)e=Hn0w@}`R5GA4<B3mk2YE*Jz0MoxD&QB)P+JhR$G`a?lsaqXc=Nw)OTq9M$i!u
zIq?PM^8Di+_N!ah&2zL(_0>z$!KGQ6+FNRHl+A&iZe0N>$Gouqs2Z9kxheUS$E2%M
zglPY^zdqL1Oq{*Ec(lwbb5A)Cj-Z$z*WRO)u!Twp7kR(3IW;SB1j24^P6w9!qbHAR
z51f5mcBQDxWjyv=0s%Z%sO=b_hQg@9Ra5tj4tu+Nr83&+hVdIsUukH+#!1z@S89e0
z{kGLa3Y#d<rMAmwA+j`-hZN#=zAa{{*ZECwgyFkfj*baRRmDPsO!6B^)XX+#;#5>Q
zsR3&a%~+7~!O5iQYOGy&ylict))BUp+Zpn*q>kthq@8e>X>hedq2Gc2Kc?ROFX{XL
z|9=VuSfm`P!90LMlD0OGQVh>AMI$Y<+G@Q<LZZ&I<spxNm29Y>R#14TG__XCW*(X|
zH1g0GR(2pYH8q{)G0U^|dA`3teg6W5%ahCV@wne_x9hd(V?rwc0(djDpDvgTP2{ig
z&8<YTwR-}7lpBOH64Q)MFK0<C9iUZGNw0A~tA&SbA`yC`s)r)IY)r<$W-<Wa71cq`
zEo5s`Ah(VHsGu#*#H{5ErYCVi*_D#|R|GYaoJi8>y`DjN&coE!qILMbPlO4Yhd~Xs
z_!$!aPVMLap^gs25o3LbFQConb2jm-gY_<d4HBmE{7s_c#0M>gqLgYchKk@ch8cqu
zX(3b=z$diu;+aLnr5uBLZh56CFU}Z|Nut(gb+=fv<c#_zb#%F&?bp5fCo9M`p#xP+
zLup$3VBmwEmBosVpf~bUxbagkU279~sq-I4#pm?rLn!X{q(vN50=`>xUM#jeE_;@2
zllVV6IOM|2!zhzpjHSqX)-etJgee=A4`YBIA(uwsyWCmrAJf<=ra1e<oGB_(yH?-c
zBFIAYPm5sV=`=}~k4&ou7#4p`<Em5yeJ}^%a*&3TWM^vdo_JcY--2}2p*Vjz0*LmI
z3mMFXWx`bbM?lwJxDsqczuU{FFKKzL$ac4dsieLsv3vG8jUNy6Po&N-x?R;TaG(Pm
zYMQm_2@&XKFvnG=NOcPoc~iGu0A;Gf<5@n;7TSI@F;bn-<wN2(jKlCuu_=;$k3mhR
z#wcb~dIu6roXF0{S|?<;&qx5D+$u=?s5dm)?IH&THkX8SNlmZ6iT8;txN-KMq{uYC
zc-Fk9Wxt>If9|3@pPpeqXTDCLkjKU%vL@VI&W}?`(r#T4EhT|GBuKqM3^LX#s`beU
z#SOz8Sa>Fy(qf(5u1^k*0jmYIr+lR1*yM<O^?VCmBx&l#+*J#wo^uoP=ULGn5XLZh
zNC>Ei6|3OSh>A#S1$%!`w|~2>*)5vr@@lkKi@lfojM*HlI0wR!<jUN;Cml3SV(VC@
z5iq}M8fpVuY-x3oO=h}1jF918qQT!-Ur^f6)U36!t1}027jF||H`OfpXzkibz(DnM
zL}-Uev`;S|S7Ws3_J;!WgPeWXh2qK}#@%pNQfs&gF;UBD6VVke9pPE+%hA`2bWMGs
zx}4`}vl-FcCL71TliU>3`fl=E4rrA^2l)^*i0Jh2$vEaabM@+9!7z>uDym-pJlRYL
zM`ls<PZ2u5kKR1Te)|;T)g}M9Wnqe?#sr;#6|x3kQFt48vm>Fk)kqe<NPnpB6dO~B
zH7mfdi9lo@*SKiSCr>bBSHK9KNYppcXC`7GBGG4a-WVnd&wVr*sa7bo=P2>LX^yP;
z8EF<?&Q4q2xZF+>jJVY`^;!Q&9WX)2!cAgktX*NZGRam^4_+TF-1}+Q_LJ^8p!w8c
zzyrJGdD#Xy<App0Q$O^<jaFH_Eo}1j^9Lmbmun!G{H`ws?9G1PQX3$(2!T?_Iiz-q
zNUeW6Lk(YKnPxEe)YFx1#M1t?%%<GN|GZBY2E9%$vm6M$HF|jK1|Jh(y{GufX*bn<
z0q%K#M^5Pgb1=E%yP{uu&ge#yAcsChRcw8sRYpubxkLi6mmq;$z&~}%oA|n;Kh0N!
zUF;ZMndmt9EsCgbUuP#*=NW0*1`Ea?Ed6?S>u)#H&XqLp8LSNa$J)ovI#BloP;cIL
zA$=$Bs=3Dj?y8xd5!fknmX3wKsI)@|Qp8rr%-eme*$`_fNt)Y`!j?coTme{W-FR8V
zz3wEQ_3d+ZR{}gDo_ZV&xVre$$sx~-v!87?1ym{zGc}!~X8V+G$M$k2T5jLyiM?>S
z)-1*<6n1qZ(1iu7c{@T+Yum-wfPlY~QloQrSBES;8M3MQJGAB)udeo{mFaDW{kb07
zQO~AFIdZXaKtR7OV*8=W+lRM&wWqA|*ul(Gf5#=ce9s1T^!sbuWwxn1D8#ldk>bwS
zhPT55i$U)vpO=*tT?Q@@BJN#Kj(Lz8N(6`_uSJW1a`&sJ0)g07)7qX(G#f@Bzdv)i
z{6o?4?~hHoE}sjmJ@VpD6~N29Y7h7ZVCDYqfYD<hmLYbq<Z89ef8p`nq*ho~cWsYs
zV~2|Pq8N5HFNnk~#?3)7)8x7i<euKRnq}fYbOVG$Fyn}7MkIsbsMg4qcmu8uhxLqh
zbx><_4Ei_(grx7mJ>+NMT}k1fZ4NBAI9tKIdnpU#suq^XFjp|VaoIc68a|TP72n!c
zw5g~Q^oYbJNFJ`LEe?QXurI((002F34uuO~ED<NCY@A=z_3I)9Z5an#9bu_e4|&09
zy{zcLkSRCvUDiYuqYk6-S2z`E*Gkv!q56%Q(dEP!{W*hpA6*1k)4a%1E66E6i!SGa
zeORqUn^JO@=iRVDackIwnLan1%$$p%+mI0gt1m!L`ekx$kDy~r7}uPuko0hM8K$H8
zPH=aGGiF&g#G!d5>x1KI#+c^f>SBVJLju@}x+eW2IEYC$OvoZh5xGUfenAvLG+|lU
zrpRD<hkylE$y;((p1ot1nFokn$ZcdrZ=9n;1o62&Q<B*_aLd47N+7a)^w!2I3RkM(
z`ms@2Zg&=#9m>_j<L6eV*;z7aM+-P|@fhM^)J9JD?j|(Jivyl8k7rp2!%aN0COx1_
zUXK0C<~lTQ3Wu5I@mU?~Q;=$0ZGILwnMdY%OgQ6ISXX-AIL#}*<r#RYu;_=nq5V(T
z2d7bTtKEe|P#P(|ji41ol0hu{4BahmFp=gCj(L}(p^`lEq}zcmFO&FbHa3$uJoE*~
z(Lg9DiCbKjb-YaswQkw#5mVKz>$e;pS}6vnKvOlwBqAwqPvg@Rj(Sc)g$X-CT9Mv&
z*DliAQjw%Dz}S8^9{L3^wb;{L*F~Q6)5iB^q`BY68J{pKZ0BGZ4eOAy2^!;tzwe!`
zDbi;?zIoR=FRL~HpErHC{9{V=R(Bu7)sUaO0!o#m<eVP+#^1s=ix12B<KTgZT%{?_
zaogS)(6rh+_w;`^C(ef=#8s+4CkW=($0MI8mamL2>XlnIk1H<CWBP;sjjX8q^M#Kc
z#n^)U*)3G-ua%pW+U?GN>i3?3XW>7Rg8hd1XGmHiv}#f3Ui8#e7@mWQ%AmqyGU5v7
zA<0k$&VnV_f3)A|06#48SZijS*W&E2Wq)Feb#62H)7~i-Exg4(=YzA%EG%y|W2VX#
z>EyC-Jd9vAzo-}BiKLMjGo#1*OK<LePHiL50r#1eUN6#|HE^)ZdqZUB&nCNMzQ6p@
znqX<3`s`oV5|_QR4_}P!{H169_34zBgo|@e#x`zx|LR%!w$~@a{@&@;SZR0f&BU*D
z$0y;hBOJF+bbk2bi0RcEn=h@;J=s|F_w(SZY8_K)p;NCcsMVZe!tUzy$2SA>*6%T?
z_yYWQTh$xus6#tQpt6(HH7=vhg-5_Fwe@l%g)TR|CgMzWXPs!Xf7Hj+%>EX`1FgH&
z_YS#lW4!k`aozSC?ae**<BV^glFDwF?b-KhMV_abZ-Cu3pOSjY<vgx%u1Q6ofl?OL
z{^7zbu%}Z`XDBIX2e+hdIOFZ6xbvOXpm6jFB5C{4`O5OsjF;oHSGTM>?eq2y^7_5@
zxS_T_?$F7@SL;^2iVt-?`E0l2)t_Gf)$abSEaK~%6$hVxbO5z>11v(z>OEo2N<>j8
zYMy0U^94wJ6!qO-8&=l8K7PZz+t(xJ!Nz-qrDrtjut)-JIrseB`=2gN-Z*~3Wz^%l
znpb+=KgTv4Ks|`Bfi!P{_&vw2_nGXV*1sOj^;+`zOn6cxi2Z&wrXw=w#@*Pzls7wf
zTTbjN3+=i0^uY52yDFwmpW0pP_0T^q?ESF=N6Obd`|IBJ(aOFXCHrt4hf|WFMcwUF
z293r{GR?x6rG91ZwUA-#Qq$J741wWju$kH7yG(d;>d3=hihruisMXLn7kD{lE;;PU
z^QY`vsmh3ZU64&B_v5n#bqC$=i$iO?-fRNBRR^2bj+A|UDH)!0fA=Bg<TtZdTQ^mg
zg+>{Nz{R)TmXrYnl<~8h(d)PgYi|}J&dC2-GHFaB@8o-I@4R@W;kV82=XdS>_rsaJ
z5_R+a*vFY0zllIEANsmxF|;h=$uGZM-E^V-b_&Da|Az-@qId{bLMB12{T!!cb1lGN
zp4srcqs4o}&|g1wyuKZK@#e_)G07Jm9qY4oiaL~Vt?s8^Cg#tqT1SSD3MT_Mzy7Uo
z-;Ul!(V?B&@BAL~;G%pmzxQXYu=B{Z4!>RI@@t<G#x9?KX?C>L_vbq+&;NS*_V?Fc
zM-VEvy)M68YY077`{VDsWCsq}-1u;a^LgOS-k6&a_bw^R;|sfj({6+X2OSOZ^{*qw
zrbV7kJX0p<-5c<cyR$nh`1Dv^*Uy`O*n9J!Pm26pcb8}TOtaBuP6@~FWuRT4&t^_l
z`G!t={=ZNR!ey@8HJaxm=|OS2*o8w8#nq7>;3%oB9sdqmt6v6HP1Cd>mMo(6Mse2Y
z$}V%)!kca;9TQ~h@{74&fJT$^V8Hf4rNbou*%ttIzcUrPSU7q5+GNOgXR<rS??*&j
zxSkxEnZ9A}^4%^+|9uIJfY`=thpDn9?}a_zOgwqA#5(cBk5#?FV%2x6{)r@q0-m^z
zpzSt=!T<ec-@p4@4%}uqlXdmWJTGBuVqeN|+T!4=sHQ8^3r~NRdf!U^!)o!$&0WK}
z&vyS(aP-pU*WDf8{_pvxuJfbSlYczjePX9=#mj=Pe*OAra{lFicZS}&QPmeVy1log
zGWNyl{VTu878!jjvF@$ipWUbgm<dbqU-D~zS2xqN=;KLmN5^jM?fh`8SNwNu?{MJ>
ze)54I!>S)o&ffUEF@kmRRpgfD+Q*$fZ^A;~9`}_$A1&_+_;tO*Lgx>^Ed<Uo_g3<;
zvByL6lfvHYjruyg;?~LJotv*34sA4Pe`2@Z^Z8+84yj_J_n$4yV=un?Hln9^q>oka
zBdm8zs{UAerRT}}fA35kIuQ2ztq0xJUibbUy}bRx_s7LIY91dtaC~2Q*zK_^yCRO4
zjhG+2ICk^bUH8W7B-UxbqN0x#M5VF)Vp<me{huH#EjG?gW#0Sh<)+VPIxk<IKQc=`
z@-pDw%`-;}58T<cuJvHw%}`~`NKbI#^6lrhTP`2e->!Le@zsa3TfIFgLvtBIoj_D9
zvW%ZHk1Bgqc|yLpK5?fZ$+Q0f8k+g_dhr9ri3s=sY1uye+x6_K#^)x@LPmGQ93(kI
z(Cn6ohSO3&szr@);o1RpKXS(2U+-3mrG5b{&i8tY$y51syv$;aUh_L?mEq>37;u}K
z#}{x_tw}0){H)kM#-*Hmwu{?T%#Z@cbf~MNeSG0x`$p|<4JZQU5AC@7%~=;>uQQr+
z)Hd%bVs;(r!I>)&0mvAi00<_xYIJG&!|3<BH=N4azxQ+4x_vuofjIe3@%9%*1oCYT
ztRn7l&6_>K>)-D%OY08de9J6xX)OT8PS2B0f1{$VXsI7bR!HN`KL-E$((B@tjR6M&
z9CONGJG+c1w<EU=<@vs<-E{bVUfG2m>>`VoN9#ZQdFxuOZFu+oGrmpRVr$ppeq#pM
z4zBIXUw<^6@u<?H=I!bC6Yr5v!u|~|SI53NnOv6XYxm2Q{p(W$0*>A|%CS<&%g?V=
zJ_<vX-=4HrHre~M=Ty>wj!>sXB}vskX4}lK|H#eQObl0Z)l=Zb)5hd!GP@lymoFO{
zaJPCLm<jhF!U#$k*1<_-1|BN^oUoxgVHy-Fx^jvMVVfBDU}N&@Ek351G#j^clA<#=
z*2qvMGg6fVm&>#PEjbO`@U)M~)anR^#Z0wXVTML*@7~i<tju}tw(Xtp;mSBM&qJlx
zPSG4&0SOI0Q`lrMopyy8XVEf=aMD1qP^SUKq%%v=9ewk15(K5BL$&==xMrO|kUP@`
zZ5l@nCr3x3jB-VHwFwI5${T=(7FeP1hLK6+TJdaL9}Dx4uzthePhQ=5@b&A;m8<L5
zhkALIg@4x*${z5P3y_mSi|#hFiQ3%4Yb2FQJ<ZF)=giJ^8D-(Roe<zDv~9;PUvJOD
z?5(_wI$VOz|Dko>zr^?ae$O+3v}-;m=dRJD%*)mH^QN~9UumeF1UMzXkNGy)l1p}Y
zn2KJYw!b+Ak~Ru#fm=DPJyBhzQ`0^wVk`-#&ATSPQ1-pu`gL1vHsztj4sA_xAwH+g
zD|oPcYRk1hZeL5<XcK(3<bUNEHmSp&&vR+_E?`aH7v#~3V0m!(V)m@u7#-L5$vh(d
z?a4DG{xyT`f0XBlA4ebTlS6jzIqT7n%zzZsw7A)FB$szRuwQ-pYnS&ohf1+Gf8}-A
z1`cFw_1)&HfQkJdJPNZqIC*+og_U^%9f1~(!;Sg~79Sne)26S$2?T6N2X4{)V1;$P
z+js6t@TjbQ@x0g8=YVhJ+lX&7`$g+cUfTTJBhxvsVvQ^9470syd;H+8eauG{lpUs4
z`zmQ1`wL#QGl3L*)8Rx<Ta>Y7kPlI38lvbj`WPoQC(pGEhDw;l)?Q#n*O5+V>3D4j
zh<m$g0W$<)rcqKyBFYg?G@eqW!53Hw-EOd2sF4P2OrtyHA6JyIDBnIvsAJ0#7V<SF
zi+v{yCIjj2!ITNo47hs)if0z45KT^f?~w`|mWO6wdZ_82^lQfNlDf?}1em$1m*Ngb
zu4OJ_s%Qyha<#_{EZ&gcG{Dh9<=&xFcNuH>pb<NM63(!O84Z(N6Ix(^ETPZUCLTX-
z<31TT0%!`q0IxjEBDy$P%#VqV#nd`zV@#J{vX6dfI@1Z)9cO5RxWeD`1d-;<E#|=!
z8|LnWQ!Y8yqe!#LhWIOH@#LB}Bn;slZ_*|O&Gwp^X`FTke?z|ZFi>V298c!)0BUQN
zIT`EscCfW=RMn(~#K{>NL0U<ks|T2<yPP~3XF$F~3s#2Nxl|r}hR}rdV|wDP0W+Kv
zNwzXr+dZGf0Kl$cd~1`A9m#*llRM;+leDPTB$$K@8}Q%IZ_-(>Zr5e7g5d1=4kWwE
z;9qPL=Ol${?4v=ZK_(P!?`RN2Df97WDDQBDb}-!rl?3e=<7SbX=&)d+lL!YS>3IEK
zVD8VUa1Muut!45S_0;O<(m_leHL0*;iC#>}K~4s7C%qOJGtyPlwmkQl>f*(cPYe3D
z?V!{5DnMpb5!6G<mevuNa*9Puu!cp#R)QURB9XEv!jGDk7)HJb8r8X^vjoL|&_Noq
zE&EBsA~<lIb{?AVNSihhB!Geuf8=~Fy_0C~EK8h%8&CR~W|zChuQtN{Jiu~b7S^LX
z6tP5{A!zc@Qjm@ps#|EvYHOQh&ktC$RDA<}BW_Tgc@v3$z9)is!~cU#$~@H4_~2U6
z2x+j<*o_2ufxJqm3}GDcj$ovrgLiN~f4knArD>H+`-8$kOQuaU%ea?e$j=#ZbHdfa
zVQS((HE<e3ZLTDM7^Ub;*S^$p1`)sw>fchPQHs7*SOy~_#xgmQByZeY+k<oxnQd$^
zwe*G!vD=&oPHl)d8PNa+Kf&iACaXIU3@l~#cVyp%uUIv9XV8q%{BdvfkSSA4nS-Vv
zr%BQ&dj`c{Y1CBoCg*8TEX`Rf&`H3r$Y)I<j-^Ovp+gz26t92E#`iY<wEubY+0D)_
zKMb)QkfXuz8&aMK1k~F<4+E!%L*G^=-Hb;co_(@6;;K_X!F^aMo14d0yQ_IK`s#`2
zA=$gj%|~Nz?C#Oo-T9lh90A@v=@CXWl<$w81?)VOTSDJEr1qCvv!^y?8$!+;jd^wc
z1$g7#DWaVNh;9G#WtWEQAi$}ZM=kETPeIdi3o?rc#LMB4c4I|%Zl1YQcCvNsr-S;6
z!Y3~?jFi3}qrP5PNC3&`akWSV)uyNzy*3V@o>>kYynSN5heo#0LXMC&S+w|Q4ALwo
z*YprM&0~`GfB%%_NueHckLR!IXrF2HqBmQ+yVOA9fsAC2sl51(@E`Ux^)hNdE#N8Y
zfnfM%=WX^LB$#xXiorXndNSe_Zx>o4Myy#8Lt3OuX1uFo6E^+}fCJd(Qx>z$=o!+0
zV>c5I?s=kmxZW`0TCg7lh@&i0d^94Jp;DJG7FhgQjal-7_ra!9rxPfsNXB4;uJ}D{
z1O%Bu8#fy|vUOA4SZfx0TB>#LNg3ygrs<$04#?`q^l*#T{7{@3n91_S^7AqoPtKa^
z=|`LD*SH->PdFQFR5SCZkuGz1=zve#%HO%s4nW#p0>AhH7wxzoOJ%?-K&_wxpXU#d
zhGYH57`bD-C^!p9^rQp_!B#X`Eze!yC{<UqPan&O*=jJg@zNH{PDZVT`;R%#^-W~N
zshnWK)I1pOqYb$<J6DSbKd}b^?^41)fg1_uis;IB63YA}3T-lyIBD;br5`zo1?asT
zsbVQ=XaO@PbZJ_KX3vXR#Oa(znO19q1F`8(oiR?cu$-^-aot#yO5LAGQkfYk1B@h9
zOlC{pE1?@}=uwZDq*BQIqpZ0_k7`Vjd$87VtMqCmu7SNhHm24jLAMqzNITeT9qTho
zj4QHE0K5iR+U#>yRBIbpK2t?Ci^#8oR%r`5@`u?XaCXehRp1Cc^Z82MNPmkl5Fug-
z@Dnq{q+<Mln^_x(hFonh_nE52VhBCp17jhJ=v$f+fy5aQ4y>6@;m)gvRNDCo)apIg
zG-~~-D~)8-te>S@8WqYaBn`%l3`8Kn6k7BT4sC3h5Uq4pgK0>lIUh#oqVYRY^(`n)
zpX~2-b2H(j{XKR+y4!!f;ahrlu!XNdmA`m}4il1PY%PzgRxro|6kbYOUXZ_$q+Tb<
zchS$f8ktSNVW1Cqe{G!o{l<dh+f+B*-!2{cIzcO}-1kRM=wn=#&k34Glh4?jjq~iV
zodvIN6xIepyl1wg<z0o4%Rd}FvX_5jx7aR!<r=@#l1cM&7CTOXAJoWDbY}q(6ifj(
zo)r`>XO=n%k5PI2_3q-2vA>#}dG-3;M9#@u@Bh7b+jaHkz{KvKR{q<2c5}g4(Z6-#
zPN|QrxNOIOF~$Eqlv@{ae2>SA(tvA!D~cX$y>tm<>r=izvP3z4?y&rzMOeXwUrrs_
zn_b@#d#-9JfLmcd_Vjt1F|hmTRud!W2G8ebJVX%3FcW^S?aWV)U7GM0M4xi=$y>wA
z4Fr3)0fV|fx~?a6DRnVFHDQM~IVxi5;J%sGNr%C2ZELT@l$A7h$Jlv3=e_gUzaCL1
zH=ayz_ICRMC|W?GS_^fAY|k8iwd>r4M%bUH$|KI3K)&7iUs4IT<Np5KXcD`q779ay
z{hYj;pKJ;rIE3xk6|A;9^HXW+gE7DBd1tl^Tx75D3Ic1gj`#*3eD<An{Q9+K^z-Ns
z@5s0+``{DaW~q8kE|#+JGhs&A!ZwEp#yxDPHQr_u3ExgtpY<(U`sFuIepj^pCnH$p
z&792B$Tudt521~=I)~m5JblU}dDp3q=XI!0uFtzEHd}qx1GaX>!?4oQQVGlwW8D)a
znh_@l@dRt<NUI%4wZ<@MtZ}2JJ@;@cAx#USnD~z3Zax$PgPPkejw7dP!z1cvEUsr-
z=}bGP@?5om5Qv0xvfkz2g}Ga3bY8RF{X#SIXk0D`D4if}vwWJ|PM>xDb~&8KCopQ3
z%}vb+1W$s!00%V5OokM7EH3Co3`xyufyX<U1({07cf|lh%kI#K?uw~4rt)~dk8Vet
znhbgIeKD#GlvdO@2)<^tDhxT?^0_mplvK)Nq|V<O<TQTj1*OY%-FUKzk$MU@>_^I=
z7|j!*N&W4h#Z{ZCRi_zxZ3JNCl@|<V^YqDWT9I-J(|yjgg|Q^fS#9r|G|CfL$5m@3
zGWXRv8)1w=n3)W?+pu(r(AJ_p*qo=isEaZIt!-PJ?Vosv&0hNgq#33pPUGp?)>@rU
z;fPsBh|@w&k8Rsp<m&l_a2kJ(UWArX`*nHAezTau5h{$+`c=)76USmpN&{gpUOn%u
z$lxGP4_O5pwfY8v#%d#{smD3gxltIO>7<j5qf*Z$_EcNgR=y|*8~yP8_S2jFP<Z2$
z5e`*7r(W!SUOG>7wz4?eR5U=1PVpP|j_A)?&S558-fVR!{-(S4v7MiHt#1<BnMagj
zi%HMxj27uRPUjf;tL_9epbdu=TjW}#zy55O9`K@u`>TU(sNA!BUBQc6*0B~9NBOj9
zk9WxDO&LZ836t3i;bB=(mZlmGsDyKcJ1438Q4!Y0<g+tXM^=YYz|c{+vR%RK8>wNp
zOS?mh3$G#tLX0aFz}2Q>1|PPXxQj$ZGt)FTF1KymbUiPe*P7Jj)tSra5%4UH^1&}$
zoF39QPNg;?kb7_{StQS!$6FxQ^@a2!J|RM+;|Y^qJVljejfd$dYK8Ut@kyFh$4P$_
zW@KU{{Qvk#R410y(`EnrskLoi6Tg5=WJZJknpH>xf36jQ_|9#{{b}D4VzhYG`dM_$
zEO&m*A#Qbyzh*x;?|rX$xHkA<7A<}0RCQ9T?wb!2QDDsL(W8Tj9cx=Ylwjkb#3WIR
z+B-IVzX{u@F-T~G%I}G(n>GCcd^Hi%kRHB^sw^JdbtAq_L?qB#)Z7I|@h3LYm1RuA
z1Gv^_dH=ugm;V0?f0cHEPtO0vzqY)6c4NVqlGRI|lF3lH=xD(NLSpezSl!+RWB03-
zOg;ImeFBz^pG+XNV_XJ1lKLmvJlxQt-p#{I34niXjEU#tv#3+Bp^chJo<u~TreP?$
z1n_IgmA16_$JvV@$?Uem>p|?+P)M>uZ3#*pi@W?2(Y)0;{V*8)m!kOuQmU+lbULjs
z2m!vW6|>9YxQ}TL9UCJ4YSr>77J6+Wjn#_m4?>bp%o}u?uJm!(Rg?7jgD|dl_sBRo
zC^$B!IYuOoxA<s6O-Wm}gpv`&N@`Qi?aZm%yRd#uUmQi!)86A3gL|0PV`UP{Y3oZ`
z%+AzDldJvLqc|dL%F0ANJU!7In@|k%R#Xe4=*&E!vu!sb?(W20DsfOj#ulOfdz9Z-
zLnCX7>kau2Pt<N`;Q|70rH!N6f~unf)}GsmljYw97Bfs^fDUA9;Vg5O*^>6uhnfOP
z9SLM`<?#j&=;jE0?{K)g88LVO!(=r<f#P0wR}*WYO$wVkDL~r`ri#c|R|9m#QJrK^
z81!f<*2p?;&aT%vb!93C!+?zpMH&MNu`o^@K@vn;==+JwInNXXf`Qjx0jS{CeyqVD
zpqPwy?6X3~BJHDtU^q$j%9P3pO3=T%@%i*|SuJ<^(DAz!7w&TAfAE#<IQ7qufX9)e
z$^&z1O7Y~A7b9QCSd-Z9I-Vk*oT4SFjS-R*ZUTX+gxGtvpu9uI6Fr^4^Uu8x>*>+8
zjnD05u)_}O3uU%o2Jw|cI(-yVXHs*<H?Y*?!t{jx^|6qfhqlITy?-O{tnm(KarB@s
zc1yn4&-c*cmV)2Wc1NR*Y}nzRc6L(knL2!A>*dVSccwP%CTdxz?NOiozWLOg6Qy-O
ze7?PY^ykoRl}Ni-RkQ1j!sO%^cQo5QHv_)|_7{62Y=7{Tf4EcM3d48#rH|n8^e%co
zKz{g$3dm$5CuR-(Lte(TxW14VyAR)M8B-e_a`=pycxgp{_Hr@xL8fT+pM1dlYST)2
zMWyk}^Qv)9mvG!@+<)aic#N}^k&~*mxF^vX<)7N1?AK@uH4wHoo;-YzVU}Yo>+gql
z2`m>~%IR5J^|#%T40|7!HeFD1lNvRh=^K;`opHl*K*KT-;sZZ2W`wi24)l8&oO&e1
z=2lArO$#+{L`StaXYIkB$l#%^{d?xjBp4>e9M_B<79>q_R$ZyAD0?nX9Lr$HWTu_f
zrgiPBf!cg{T3TNmkk#H1xdLUSpBs$Of?+ZWM~@c!>t|Iqd^7La2tsS$IWE5+sW<&7
z?Ey<MM&veHWN1j(hqtH$oi6)F-)wX^EM&M?V`=I3SsZaR&1rq-KTpp4S~LX0&6*o8
zs>}Rua$L5@t?jF~aR2oA7EA1n^fs^ZTRm7Aq`LHTQnTl=&~=Zo-0*@6?pvKmr*s#L
ziyXU;e0OW?ME8|u={2Kot}l1x<xywRd-tiD*6k&!YzI%B8N6}oH=DxDd*_?om(GNo
zse0^=T|Vb~ra)}kP=#<IM}njM#s`Nl+~3m~!OLIoJ%7QDJ8;}K6EB@>=76!)s&~k~
zFTnKcXXC|-TYk2c<)-z|N0i(qo!0%c@6=jDNNpPLr?92VH6>3Esw{`fo|FN&d$~hl
z{`*&?c4tq<IfwW$YXi$Ij`qZ`x843_dw`T+7a+CM^v!1hdq^wh{@sYg3>!z>Qgr6N
z5q0Xx*1}_VzOy@aYkNRe+l7jXJfWq->|@tf1hw6agEnpgwbm?e*ve<{N<_@goRZ+x
zDoKSb3#9AGlTjVr>0suNC^pKiSzi74J1RGWoG~=d8Wtd3bSvKD<XPh&YqvYpj`XbT
zj$Z%uX@GuNAVLt(Uamp^2g_XAs0-rx%@$_ra8*Fj7`OO8Z}3fT&rgK&vfjnJu@adR
zbn9e1OM=lv+oTQJlekg1K72N)U7&uP7?M+yL~5OWBoy#+w{hE+M_~^F5laLnWoQtK
zp$L=ggZ*>S$+?onk^wMluOPP>vZsY)OK(vTTI@VGO(BTX(0PSfN|Puf$T{r`uv9IW
zDkg7*%7NV69;wA&McTopjJ3Zz!ukCc4_`O-SYgfPr#e+STwi0dFl3zhqk5Q!PFA;f
zgDCZhCW)CwENs*gD2ddEDImCs+a$xQ`uKNc{VVfkU{N)Q7ffF=Z>RDbWBJuy|J1ek
zr$FGbJP0ddZh@jvjeDg(6*iJt9&#fqc0_fGes(%};sx0L&U9L&oEqZFk{Cq>F_@w4
z*CCl^0}f=JdlNingn-aRs0kQYqB<DBP^SRB39L0yV!&r9V0<*G2z`$4BAc=#B~H0r
zdf3vlqajt-vS3leih@p3z&TeZXu{~|*_Z`JIFT7fQ%ogHM05@IdsNeew2A-dHPSH7
z*G6;&JHCUm{91!zB;985-7MUj@pyc;)U4wKeKo<AOY#?Ui)GsWwDOvi2;`ntkd)*!
z(bFz+67y|noLC3TXll~}3sW>rje%w@TE_tixRKf(wnoQ}#tjasIZEAHrU%xT6`cup
zSb*Y5!CoVPDM--GAqK_w^ef~x=}8P`1`1<NemF@>F1$fP<rnG&+#J&vgOr^9_K%3-
zPY|O5QhOJV$FBk<r5+!FVrPr%Yn=?I87d4LH;q!|zVFdfU54cT6Ma<^k9ypl@cB;K
zh1PThI>Fg$1AXv>*lp&T5R`#H$j-KEeGpHYi&z@~7?Qlm7$??L!z78*q?R)t!i=yK
zJsr0S<i5}@p!c8efzC~m!X0L*9lc1&U6>wK*ajwfT^E#aUUa-j*@qc0g0ppl<X9tm
zGfY36EK86XyM?pomaU8kG}6e!3<qEemN1*sgO~B7%Q6gc;JR9fe-|E?fe4wBq0?6N
zT1EaN8dcYxGlce9mK*8J2kp$Q;LZ}v5Ieq?MSM@uv!&+j6+MkLRht1r&G#XA?aRc@
zp|or1p-jEbudg<)4w!V;G+CTmwnS$P0wO1<86Qy-6wA$URtY1{^NShv`G!2OpcND=
z${yy|_4?4~KKi9ZBXP5a3DQuaL94*2%&h<dn4I#KnDwuSd2H!hjwOenkS$K(i35JZ
z3?qu1L0OPw;TN>H8p^b}sYsGtA{o+9grVaC2>Kj-<<SJqbc`{JlTw|Eto>qS(glqx
zYAB*mHgaCfn3)qP6>7a#T0)ZnrJSfER&&=Pa^B7~qm8w#ZF>745*|-uhjZD}nL*yE
zx~$y)tE)){B^0@bM%2agYl&|nn-iAXvzybu?M)lzwxd}frQJWGq+gMp$qV;a&gN_Q
zaaa#L9h>fH!}eQfm4vrXkXpGAiY!C;ushD&SSxg^NhogIor1)2-Xal+Ai!B9W?Uec
zC3Li!ctD~(=ne7HNQ>NJ0CFNqs*iEWOzX}sJeNEoyf?b{!eH5?!h4VX%_kz`0QU>F
z=e_{8iAd7TfY%59$piWAuaAXxo!{TN?O4w3<2!1)!vbDhce`NAt@Ncx04xK`8BD7U
zU4Ldvde+#lrO!IIZuOKgU0%mneQWFDtD^l_K5uSwlJn+BWbe+k0?*NKnf1F<#@o*P
z{Stvb+v>CKg?tmW;^OGiG2)YQV?>Ty-A}jfTv%WEN5#QOf-&q?cQ|3|MiLk?;A9kJ
z4xbS@y+gjeb^k;5meAjK{(InQC(xa?eB$x$=Wcdr^x-}Gv?nNag1l0ddH7sJQq-Mo
z!3`Tyedw>Q9pb#BX!d5Fc8CX<>jlMnuf%uUem$Zu4kYcy(@6<{coP)LFI;ZZ=z<xB
z6!WuI78mNeA}-Zne{K1?!Z&}1s~B1_rrhBydP&f%^I_1~GmkH2Lx1K3e!l(aCr!sa
z_wNIY46t|K;qAnE7tp5fSu=OKcJ1iWmEKT+p(pjW%>i!PPkORH8Ltml09&5$f=$gU
zg|D~V%G$H*VAQQZYT1Bm;V&+v<<n^3!nS5}-#|d+@-)XZ=6=n6hYyhs11Q@Kp7Lsp
zq0D`gZb4&D$C*CVrQk(y|Isezk(}1!-yFX61o7&i)noaF(>u`TH3jHnr?G+S1C&Lj
z7zomy**sHnXOk%E*r62<k=@+Y9WP6KJyx#mpBg@p_XcjX_1^WZ$fqoD9QaV4%-2e%
z*{ZW-2HuQM=GR-u_%Racz%QPc1FoF5iwJ4HvVYsrK-0z1{V?|)_n96o#c1X4@*siW
z)SQ-^0E<#?+tW=<T9|DBr7-Q#L@*pF$eE$|jqvN4g>(I_I;eUmYNb@WG3Svbq>fz<
zO*3?xwcEsj8k3rn$Rx1g$5IgiDZ~+2XnmA-%{h`>HB&e3(8r*fn?+O+1w$NQp}T#-
zdMhWpMHmHl`!2OL97)i6qJ{bqCZK>RMaqsybvV-5qGXQF8ll<nLrL+7yUu2dxtMwa
zi2!Aq1;vpBkc10DDk*7ME2&fS<cXfB1w4opjg48QaKy2K>5(MRPc+VkcH1MG@(nY@
zVzY^!R9U{o^(bo~c(X*-Ui7xXJ4#UnRtFR;DILz!*swr>K(vo#Fd6Vyz+nr@)ju`f
z>0{RE|4yh{lDTLfx@jVu1CH06Ttt@qYCXlnbBhsyj&T8Rq3~u>&fsUsVihx=1g(R3
z%T|zDxjQL;j#XS|7>bO?XN{Y@SIBT?>4W7I(=NBpI&&){)ki8FzpS8V-!P^#Y%p@y
zH|<zH0#n0>Bv|C4P>OkJs~Rh82#V_q-LA_X0H%YDW`ONgBzOBnPjj)OOap=xKv4xa
z4#Y9={bV}94W1lPEbSs;)3z*+tm0fW2&eYG>WHS9Tm%|1+C60Kgc!PtO6&F@z>^8^
zI5?nppLk@Jn8ixpDZ>CfHZfyUye`-@s?osRIR7!2r*134{NU?b;2A)<fGsE^5ymKT
zz%nJVJCpqKyYDYVy@<Uy+<9{>vhVgEn@&~Q>^b$JI`o5xliz!@e%^Hwhig4;s5CjS
zv&sHOU}=R9g|a4y@7m;^J!mmfvL>EF^(J}Ww6lF$%JA3y^Zx7g1*Y}mqkmiXr=X2E
zr)!THk#6ozFP?Ru95eP=XJ>l=FNFapC^Vc}t*Fzd+q)iq-nDjM`G5NXpO)g7otxJA
zdTzS^yl<axfd1pnE3L0xe(konplOzN;gdsm>3}kzc(u~V`7GIqjw4oB{MoY-?`*42
zo`buSYhwUTlNryVuJu}F!1_*G$nH!iR-i?v@UJ2Ie$z6~qe>;RatrqriL#F+>@RZe
zDFs(xe?H#Bu=dbOA><Szg_Dz6bhuH^9FZiaPSsDKdC@fnnLJt7F1EIDH~7dMFGSCf
z;xQz)MdO->X0$g(WMv$(w<4y@<VKI@l^^otrMF$|eD;eeSd_UyOvXQPPrE94_srfs
ziwUxL|F4`mxGiNe9yjPTWmc?S9o+1jK8W&Od*NSLno>+05r!i%m(zYdSFk{=_}-7N
zoNq}1C10Os>J*FV4l|8?&fjn-=5wS}Jv$@qO*@=_zRI50p5YeYWkUvt^pUgV=$JY&
zkN+@_idab)4BdR_;|oF9x)0h{Yn>c%NfadBNkfFT^sgvtiMxGioGg;cPiwi*8e<^7
z&b{_Nq31LY9n1BiWU)XZhL(5g#_WHy1@r%u?Tfzka(B|{Zz~^nPwaX%_n&;AZT%eP
zRCUi=&%kSCnKl)rn{Sm_SQxqONfD=%#wXu3nY(IH@@eS4jEo5U>v>-D$!-7pI)*l2
z>3R4(uGjd}mKOz}De}b0bv|9Q#DcVcf>O)8(7!uAdr`mHA8{<T_rFSpr~e7g0Ur;f
z{m{0}l%>%(>;HBxM_A+t@J={#ij2oja)u40Jz}=1*TjyinM-ee`E<PffkR=~-LT|;
ze)B=54JPmPtG>2*eT2j1?Z<2!jb2$`<*0Uqxc=;a=RSK4er~95{PT3#*}5ycKKqpZ
z;j{k0#)Cckb4x2$%C`C5G%K~@o&M(R=If*3<h7?i+tgLhD44RzuL7V4mDP$1iX?9j
zTK6CGn_k9cU5tv=C9$X4Yr{(4Yc&^wA}?$Y+Bf~F8F*1$>ezdPeYgD3+V7``RXN@K
zL42#;Vb#lAm*IbcBul~+KWtK){=>4o@oee3*K4Qnms`xTFW!c4IQ>FjeaQ&B>7SYL
z7Y^?74<^jBrz&uZf$;mxJ`xt(G+|NRJtAeE@Xg5^C(H4X!2u^!mBPF&I_+N-NtgCt
z4ZK}@EI?kZh%T)V+tZ&FhQ2aC<`0g=YkUuPR~(GA+OzZa1|uKxes^n2L%YOD0Y^z}
zP=g^dUUVW;#dL*5kkWq~6Z19}h^kQ_BA9_uwd&l_Y~$~oR%QGu@X#)1Pt6o2cAjOp
znW?6|qk2>NIrdPAR5WalaxWUOj%FY%nef?$VKy`i3v+MrX`6P=Nc&p`vSnfE-(c$d
zz-;m)z%Y!!)F9FnZNe~&Z@r79PV{sAp4tPgS>)JE*~THZuwL5hqcaz@6|LMZtM>Ig
zTKB&zcF~{e{)M!@ch3m8SuNjPaCNa!oy8%!EdF}g7xQc9Zu&p+uy>~}Rs`<JK4`q>
zeuTz0AZG)YnO^YZr_<=tO;>%QKX!iJ>F^+6!t+h(^&8<^t#|LwECJ4SMcA%r0qnUe
z>jEGL8`eASy}!Ar;Ki#4W*nc5_mtl?UZa8ZLSt&E#g6g{+c1vBPtiL*t{zMO{orS6
z_lfmKIs>i-yxeU=u08gI5c3i!D}Ex+ggGdkZ6Em&el9+{1KIfEOwrAiCHb4<F8A-F
zAMgBB8J+(ACa<~he<!f}pRQ!t9Xa;f%k~zB!sUFW8(%r&1S{Iq2DX+cJ~CcjbV@L|
zaBnWmAjT<Gl3YVdB*p)$Ke`8z!l9Ivd@*_49@M-b&^5CDaZ-EXNVIV;&%3C{4C1WT
z3nWl$_jZLLahgE3p&`btDJb(?kVZ0?Not#rqG>kZ$Y+?*z=8448TAGWh<R==v&I3j
z58e^ekVQSgQWe%hlc4m6$Tl;bQUN-IVt|!IoD(*aU<l^GBGf1XK%nF-O10B7<j*WH
zvD=34OYw_qR+1@R#tcl+P!elokZOZsN2yI#Yx+_+(zfya8Mq}Z12i^`D)Z<?278R0
zqfX5nOkz+q)4?`J!r2zr2apzj8YU$DlIHeYb@7Z_5(ws70OduXo^QYePGh0d)0Xp_
z`UOhFXNHx_H9kyCeRxvoluP}bFRAIHkwL1^-~`r3N?@rudU(2k)En!e!V~%^8~dXe
z%qeFGN(h!tp@TSkzJ0Kl@jHBXHI{3-oPr{{Ql`-y5zVMIbgFT2aYftIlY>47Q%wMo
z6hTKUOGpmQfUQ%f$b@x^6it(y<v%vyHuLNSENM}KX9?z^K$~e!FAQxGls=Oe?F`UB
zXu$st{Ivb{<oSx5ePusQcAm8jTnByC1N+9~P3V4YUV_<gU%xxVUA4Jd(|P<y>bJ11
zm-1bxzf-8)b_Hz#8xSP__oKT}5g;!fp^KthT&H=z&B{fv%m?fpoLI&A7FUr&2TweI
zeQn>bV<9&KDf<s67aASREOjvf+ZeE#_nv9gikLe+pKedS@;Q?oRSjGH{_7+Ab;jIE
zAMZK?+WtetB+kir_mI9@7;7>uAR64;3=`QoZ*Kl^_+G)Ehs%|Kk^hlb%kCU%d8Nmz
zp@@mP!k3F)rbw?kYn}$C(E`9E5)qR#2%7-SR$#9iYnqr(+PHMXbm1fZ@6o*m&+i-_
z9}9codFZ$&<QOGSUcRa4yOn<b2anwW!hU1U&ahLv`+gbw<}15nf5JNMPwwolR8&PX
zZv_7Cv0)BL5f?OpN8!v7=)<HIm@3O<IoQ3h&cs8i=n+%3BP)*3sjm*5+FUaq_-_QG
zS`RIFkSAwDd;<}_T6v|9E!_LW;}V@m(GZA3@Op${>3rTHZTR>FLdWQwHtoQ${ZQ_I
zj3FO&J3-Cmq6#}|o~eZoQ%jVEHF(zaHTNzrKYPBb2_gy|$GQsMhCd-#d>tE&nq&5f
zP1VK<;_Db}f;NA)84=mp03Dp<bhNK>qXk5Z6^l&EH}==1^oOzg&u8Ctuy`22P)eH?
zB=n~IHL6oPG;)xio2`q^P{6dqUa|2jEpY98OEi;=fx5ji!t`0xEKf9}ITkK+M5RtR
z&I*F%(GnH*X{#McEDH@J+DPrwrt@=HZkHfJM0r%FEMnRgs>aPFgI>dBv;CaGE&f(B
zRn8-<QDMW1J|<hw72ybzNI)x4GNv8PxYHu2Q=Z>YOWGTW+CN?Su8rw({e)$L!j+0M
zlY+nl?vOOUW;tCid6=SI5lVtkYpo4~*71r)w{M0i=Y+&}Ff?p#oU?#y=m3hVrR}<j
z#zzdLf?4=0dXSzEjyA&E^Hoy~YF;$IBg#^sSmH(@aQ2)7OFmPwVgGIn69I5d2=+E^
zKf;aladk@dWU}-f(ik>jQH5|);&DaK%qA0I9xi|4>Jip99^>&D_Ehu@2j)z#cQ@ms
zecCLFC}HHqRIO53`F&<!uL7i6EjmrY6t&s2`PSYDbum648rsCffP0CC>BbSFb=u54
z3+>ekdUO(`-NdW3Gk-ziaIQw4TQQQNK1Kt|&z<-m4Mj?eU!Kb#f5K4o$>w=}e7dM#
z31LZO_@ZS|6CRXjx%NXmv_uA+3Jz7B&2urUZb@{s@i_2qj=4bN_n%I`VOp5g?^2@5
z?FNdTLGL2)<P;K(jhE`}8U5{&5o`Z9NNN=p+`giU&16Qo?>T+W3^_wKN5UyYO1!pc
zXqpGc(I#Q@eM@cNy6JrCZ`>bVr`9_(jqM|&KOf5oe{#sG#Oq8itzZIL>3PN*=`~ey
zYU!xQ!^0FxLFG=P#Q(w}7B^kkP5amH6^v)x?-)j8`~MKO?thc(_fS^X5e^16b9a|`
z9trUBo-g$@(uCS(Y&z63ap$|Nny2^qC04aRhg$VN%`Ly4lUWUnj(!KrltCvT>3V;2
zr|OZqF5#pjO|TY4grJs3pY$CeW?HR)o~nd4Jf@hS-Y7M~cQ58fKB{e_6g}l+$@r2f
zyli6|jH`c7u7Ysq`mL#8h31*6BZj3VWZ|&iXVT%xN*&gVj}=lwu+hmHBbu8(05OSY
z<@Y+TM2j>CT%)m0Os|6_(y2O*gFIycdW-z9<&h=Fu*v!dfGaDO5T^ZxDOnQ$Z~A)F
zY>Y(Knhu`pS44KPEC|rW^YZfUuKMUGp4V@6t8i)uA1?cpeAPRoBL<9@-Ni{&M7)MI
zodl@C2B&gbU@-@b8#C6qx2#?#R&?Zx>cj$mf`m!7&`tGYo#z;84{$#1y~JtHm(#q}
zk;X1k)w?gi@wN%N<l~{G)a#kC!kQWBq`f^I+&nL!rqC1>*4l*3DEtT;%I{@*Lh+N}
zX+00w<+te8FFZfk@~kh!-iDM2IY|i;+|JDa0c708d{7P7wP%pvgfAM7%PN+Dxs#pX
z1j-mn?7uyvRR`0Ab+81G0k({R)9dsCj#kpe9shHFY6fPUf7haxR7~;5x(0*cknR<B
zkbfNbqVEWb_OM5USjSH^%z?%I#$@m8DwSqIPH7`0m^0{NL~-W;izh338pLEv3ztu|
z;Uo{$gTxyi1y%|POVz>$y-QRuQpdE-@b491051Q8*oQzV{vf7HXW;zSqFEXYIUWym
z$I+o?#pI5Zl#bZ_l8&@RidPV05bi-Y7^7$D41}513#H|XDD4ZX0cMk|m<q1+`t^@G
zinR6l{qr+e=ae>R_^QSej{uz{>FzM~qDy89dZcz7$a$kF{EG)cLa15URrp0iN|ZG`
z*>YMCJ(tDePRLm~y$+f4pcAnJ6j+$@+-;IEbrKOw`VNJ$j*W%!1{+cFGljF179lIX
zc$td1OT`tTAja7pYtBKAg&Do<2?k_6dWbz$<2qsqi}Zn0+m$r8@x^vsDriR}#Sjb<
zxLYNoI&q@TEMIK-)IQ!~21u>xN?rg5&1U9>0}NPVhFhiFqnBhtl#>!@={G=T&{SjM
z&%YD!(n;2w#wByAHW0TKLpEC-Hd)9e=>}s#mv;muTZ9#ctJB_Ca-%gpBN0uL){YbE
zmgH&F;9$K>9h4Ridf)VX(TtP91H_nQx3}e*O=ofmZ48^;5BCh4JgT=e;s5&S^Px>S
zh|n-li40vdoDTn8Nx%5w!T?;rCSV1}nmXFmYGU8K#B2~lN&jI1^m*`c`7k+sX*x5?
zVU725#gha3Ya(|*J39k%E;V}#Uf82cD&P8*J@v4r?M~Pok<P2T|7kvqYWw`*$i6+>
z>H=^u4`g^<)ykut<rO&WNowXWHQge&*E=M)(@ZVphqNsF7(j<-3s0@}JMp^UXwidr
z1#!PtH|9KaD8HRk)1?o*b(*tsj*YN2H@VuN3P`;e81Orqv;XBC=b8uhfq$hQ+uYW^
z@%OKfX7G)Td}A(nJw7?ylqr{^s5!?@M=&pa9TO4*4;T#Fc9bLc-J%RQRJc@Lg=u-Y
z=guw*gzxuJuWG2v4?d-OA0GMkN!TG$@Xr?dkKD$h-iMJh*zSgu#ygexun#V;x@{W8
zH&j-~T?e|4+`Uc$E@`W;D>9jUAOkfcQ;}UA`Yb>Z613fw-bz2Vc)|U@xjQxUwogQ!
zZ_5M1@b+%>V|zC~=<@Zku$}Mtuk6&&!?Pi&-gae&@D<Tf?9r>07b5q4Eyk8@YZ{AH
zR#ad)TjPQ{bH*p;kG)OoZ*P@OAZBrf)f<i~)yi{74+oYK=?J01ji=^wW}aNK{PBVO
z$S-wPZBKr@?GZkwsTAH`PmR(&;%zhj0rn~6^HS_$_}J2|2+#d_K1rnr!{~V6?79$c
z2696{AX_XCaA(UXdGW1Xd|;|mokE;;#=8oXT2pBKq6oqBq7<P?=Ayc39$Sz)(zL9Q
zYpls`71YET2ux=_EX=e%K1@M#%u<T3*MbwJCc61|#SE8^B(Q%NFR2-X_)?mjSaTLt
zb*$~=Nz;_+jip|XPB28!y7mdP+$tpd9KVT>Up4uA)-0xhsCd+_M=bd`8Nl01>9~We
zSnmH`onnlLjX}^|T9~nZ%TahItxO-wOZ^MPPJvoSz<-L!P*i(IoAi`FSqi*)@53=w
zSW%G@NwVGLzvCsrrK!xFg?W)j^EN;7(&a|n(!>`aMjq`vqi?7yJLvFLSRiodWZVbO
z8oSWa`+o8u<I&T#g8+dvof&J)lDaGp65SvHK}Kfr&ZpDn_uKvPm2YXq?QdVdynSDn
z_bf@%Mzx0?hsNFW>xuVkEdQ@!`!BoCG+tCJDS;8g$<`9D(XG^}qJ_bm!ztQvl4WyB
ze=&6^UvoOl6R(s(lF?*FRvtf{7=n4EG80%l9Cx$Ov;$I6bN-TomE8m#Y>*mOCbYrP
zz^pZZrY2d(44MBwuHHSI>Hq)ZA6quP#f*B}$7wMZ9o}ZeG>4Jc&?eFQ9n~8XDRayz
zXH%INHe{MZ<=lyqQ)0B3T2n|eMJC>qb2-!R_5EGf@1Ngw`IpNzm*?qmyWj3XoDO9d
zMbreUvo~Y`Qy<R<TB)U2o{aKf+=L85W>8*54utZI<}?X~fX!qK*TK~`L-7lHXlTD*
zk_k97uG3V<Ja$}D<f)ypYEE6<HE&wHna<D0q)<GaeAcx5Mk&5_@AEZ~>Rt2-%!Dxp
zq#=G6@l~<8^y<AgqD8>_mGGZtdBV?|$J<|in*?AS_5T;f0hn<2zsxma`+!%`4Bl_h
zRluy0-njMtN5$I1PmjkGw6_ZnY6UOBC~Y5AQa`NUu1PYj{%Wz(&XL0nhEx<|N9asr
zO5`e!o@!1X?!Z2NCLURBoIVG{#3wE_>m*n&Tj)khsTPZ#e0aPs@R$W1cMAFGlexW<
zx;60c_D<ae(`VsZ{mZvjfktltL=?r%12KtYTb}1Kf0f`@XV>X7FXCv{GDST5C>`iU
z<*Y0p+kHVJMs`G`G7cqBV|~HHkjkxSaE+v~ePP2p>a)EJC_6oKfrC<N3o@IHQgHII
zGZl?z%GwF6J45(Bkr^A-KsHFnSYg6ir6YTZ$>G##^jwt0^X*~BGOnYw>$s?*PAC9U
z&GE@|8J)Ua;?H8}Qe3TyBqTkq9O~NjOAM1EjxJK^o%6QLWFs^MU04wUkZ(ThkOiy%
zvT<m&)J`m)+LbE)4GQ|M69Y?(B8u8Y0D;mjT&m>}aWB)mEfr*AJAM6tq^@oUJa(2s
zf)uw!XE&v*WYo5|@MzLnG+2(DO;AISP}X0AMs})oMGv;m!>qj27c{_F+&W(ziC$)-
zgP<uoXM{ZEjTPfqjabEZk?1V6reH-SE8YmL5!qF=r)v&9sipW52}VmTfTj)JDg&|%
zHWN*bMW&$8oP3B+rWTE0@6{H+IBu%~D6VIusL`wl@ED#&Lw+#|OC;e4Otc11xgC{p
z&j{tI)oK65)RG2pe(Ukl5CjU0O_J#27~{e6No`5WgDW$Gb~NzX(+;`#*uwfApfd38
zsNGg3EJ<CwmI;A%%^J&?5diE*)a8kmh4y&WLMOF7pJ2k$IpDBFLSoo5w$58WGEokM
zlvVUoANAXU-r#9Iagu3^#&i<7saDZ8Na1{Z2QEEhC1ZRPZtmu_GQ~UAKX>rf?Y*Rs
zC#8+o>_7%gK1!6DWlKu~cE91s!f|Hdq>AL?*KW~fekN9X03AsXvEeMAz9DhmG%#-}
zee(I(+q|2P^mOv-t*OVVP-PA0C=RZOH`O@}?_Bd5UrwLcS$_0>K<cRntg`3Fb6Y;f
zSI6caWmqkGpU$URhutsJ@XJ^NEEJ)XNL&qm6>1);$Q|hM*sA{HZth82*s*YQZkq$!
zX$N`7va^ri)@|GC>uhy^8PO)^OX@?Et>{k_k}-*7f_26dG~7pdxM(8SehHY%U2dIn
z*hPHT<gVdW-Ee`w6!P-}zj(9pl*OT60i$Xs4Z;nLN`t?-X`a||EGO6LVA^$8mpVLZ
zbhOOHrS!huexPG0A62FApiJN4V%KHW<Z9PfFQ1MaqJmcCj3Ya7sT<K&ahXW<xbkmT
zf^o-4-#fi7%R9ISp~CUgH*8#vrd&fjnj#BA!z*s}i#CG3oZo#2#5Qo(JNzGu(fd6G
zstH~K_o`cyc|gV`<bq~v^XTN$;|{+Z*}+5dFkbhWz56IKh9NeXpXS*YzYS*n`u3yq
z;#5CviFD%<Ec5M}lL;<+)(2dB_Q-Jt_36+4q>6KNls+qI*U!>zXK;^>yDfUcVb~d>
zDrFfz|E~T@Qq>mu-xS5ND5uJToKifeiN=rSh#XYdN0ngq`X4UsI#OP6xc}>;I^bVQ
z^$yIv|Bj*7Qk8`Pn{qzH5fNe@@=bd7+@o^=z5i!Kn%<%C(C*H~y~j3QC(Fo?ou_wQ
z7nJ*?N*!%iJ4(i4$vQqlGv$U%IbZXYrB=B`GHW3V2z?wea4>egd)I+!2&ufkgecP%
zxl$*(*-mrKYsv_}*k!RUErS)Qrg1=JJ&>T0S&trrAy>_HWMqAOtXcD<^!9WFtPtpN
zf-fv>p%Os=n5RB=l$5carLS*AhWL!3i&Ir<)0x-FT!LNf>a0Ci`@gT`R81zrY3oKp
zubmFe7-j>LMUgc{Oe8A)tU~6r+^4T#o-&?~(%NEn`T(0CH~;HsoG89&B;bnl|J;AB
zf=D$exSlWOYjVbA24z#sP^9ff{A)ku^)ZEPwNZ#)Nc~oA<7?8KoVobj->Cvxm(PqI
zvFMJ(3eQpiiYyzVtx5=-QN9``W$)y8<^*JW{D-k3RRs7GCv<i7<#h;Ma}yxpkV4l)
zcfNqPEnqO}`NY)Gj3*>G(dzAznOQf!Xe1DRJuIEop=W2kV3viUNx|Wb3s#Q@dw3K@
z#W22SqEeK_Jx?rpIf*$_1fGal?x86s1JE&$Q-Tr0#<^_N3VJ1JJfVch7~N)5C<;tD
z=t(tb)7L05AnO7soP9djR>|B;o;Q$xn2!{jhy*i)J95S(9p4x>Q2Hl>5h-n{LSTb{
z8G<`gmpW(ZB>y$&$@57S?nV|)J<#bl=s>VILKGxvOK3|5DN6xhqAQ^I`?^qv);&x5
z%BlTf#h<I|ZZ|S_VlC)yhNW&rNXBQ@60=`+nhcKr1UjbE$L9vSU_`$f%P?aZKye-_
zV`ZhRp`t^RDytdE`9yvp#5J0Wfj3RH!O`U@p8W`lAs&xb9%uW_DWm0iz)KJ;9mtg+
z5&8+G?b*;ah&K^nT?vyDik}yBaW!KYDI|UnC>Va8)X397bZ3uv<>zb1`eaTFYU7hr
zwBOVfz1-49&>-M(QBr%Y8HNBv;B`mUl!xs$g6k7QB<c*Fz&9pHeKu5PsYS6Xa6#QR
zT^z}H0$(&DP<h#eD1bqdvm4e%!-VO;vJKcpB9TQhO(Ri)34LDzK$tBR7yTIvk1&p4
zipN(~h9SiW=fpUcHF9H<pGC1VhG@)3sts$m%n=k9ZEXwFJ+-T#$YCy5cftu~W$Ybw
zF134R5=?8cO&`Oh0+Mz$xV1>EABwSP3mcumkMd^HyMjr>JaYSpbXmdf6GJ(Zn>r}d
ziU|<R$Hx12>KhS&OWKL2jI0z{g66$wU4)-kp(u6~*bL>YOvNLQCo<YTzQiJpO^dT)
zq!<F*2raW695GAcBQ3^kVd=42<1_oL8;woZP_atNjHX4oC|v;KWemk*@Y{)#iPnXS
zuyoj5VyqfU5a=s&OR_S819x|;!xg0HRU1`rjMTe?>WL0&^=nn6G5DE)WkDx`;7vA?
zCnV!_OxrnFOu&}(qJRw?y3sQbx-79Ps2|4UsC(MLMdQmEOT{Xq`Rbc$_^*M!grp|I
zWH)mJl#Ql9Wrmc}yBATs*kp1>H#Fe3PZR{n)x`_!1*05`RU0t6P)P8U$8Qwt=wp{T
zmXw%XleOIKYzx6mhv7yRrH_|LM%l{CVTVX8B*AZT6kyVnM^=8MK&_<f^e^&D8)9-Y
zs9U05w8gi09zWqZ>kC6AgLsLASjvJ#SF=%$Fj<QTwzC|xic1Bjpl~Bwp1TBoT|EIB
zMOt!@UE&FOU9hf^O#6l>Ep=2R4#U>lO2M(>@gKw@*dP*rQWvZqH3Jo!cE5&;NE}NN
zi|q%<lu@4cBN{46>QYact@a;w0&@H6m<4NN%!u}Ds{txyCf+52s%%+VGA^arAdn22
z4Fats>7D9;mu7;2bAFgEC@_Y@yFK(r+=aIbj>jlcaV4uH=Qk)~Q0>ssuPOD3MyKz}
z7-eCg^t%5lPJdibU+VZo96FYE?52aEYR1>NPy_bkH!`7LvvTTHea?NH9@<YoIx}=W
zS9M0-=6hb!K%?@k$+hhZ2P%Jq-k7`EP0{gtVU51s-o0;4&s1uk2<Nlv=?~+t0H=w7
zZ^MG-`C~dLJ)d}b=*IoabI?Kme~$&R@}}I;yG!BFe*95~d8=%hU1&u%I{`azK5qKf
z>0ielnJ=Xoda(9AymV6TXpS{H0O|<=8RN^6K)@;~uX(P!hn6u4%SPJBr~9cD3dX3h
z^tN`qE~6&PCmX~RY-(p04T|QGJpocRMq#P_NQ>foNL+W(c(HcdNSt6y7EXc&$H-%9
z*`}IFYiQO6LtUfu^E_7Haw1+~)*4uWT7!uxqu_CYkAst^!%RaM(73y{wV9u>QUt%z
zAfQOZzSbF&Gb7QXzd_VtJIqC}Q2Z%_|1}Z;h{h}M!x(x>WZ`vr5Sp|Y0}L6K?g7u7
zc&Hfw68JowzWtC(rr&z89<((ce>NcV&E6*o1bs+C1Z|WF%?nuX=nJ2sQ{r~J-~FfR
zABWR-*(87Iu1B8L@{ZR%OIJoMQnX*wKt5}N2+$1NTcHPr<gW6pnOj|<=CS!Xy0y3H
zR+nGwwRxDRC7<GkgT?7XKsB&nuy!{8RHEEw$cf2g!!s{}TvS5JY}xMG3)g$~T%=}(
zDHTfwPaezY-Xz#Pem-R5v10ioi*)$IPQw&d)h@!ddNhY!8t*J?OUr#Q^yEXNJpItt
zL6?;OUCPxn)F)r(ZQC0`Y?7aDK7IZ;@@Nrj)gH7D?%-ye3op&GvqL3gDs7dMb(COP
z)-!z@`7?yc=xH(LqO@iu4(H!e<`9?omJBU_#M5i&xZ`}<#^GG@U5B#{EIB*;*c)+b
zv*haMGHroB!l60e$ui|N^U$eew?wW>!G1`7N~+BH=1Ev@cgBRboMLCJjKpHXY1eBm
z8kxEwwxy@fXnE4ib#^)cqEPCRXBn}52O$*!GgJ3W2QH%R+3G>KEx&r1c?USjYysM7
z%FXB!N6d6|_L>eVqoTTodxAlWQGOvSMQa($zd?%g@teBqo|*j|!10;E=jwVpGl8Kl
z>tz$L+;Vtqv?#d3486=}gOH%8naMgfR1Rn4x2e!IRZr;Rn5(qpi+y2P<b2jAfm$*M
z$knO;^7I=o+|ax+qFJgDT=5gEo|@61ye!b@)<DGa$Rbe&A8@qkko99$AVJbeTFo4;
zP})6*-V0k93bpT|*wQ9Qm=z81&m=4DXf0G>Cs3koE*u#p%R!u$JFQt?q7ptvZ|Qqe
zjP2elLzch7WJCbY%Z`cLTm@1^jNpX7x&oHfdeZY*8*GOR5qJm{iJDNP#gD{qVkIGi
z+ikTVA-7#N!hA239abky`U2vrFAL{!ogeSj*;Ri081bXvbl=G<kKJ9z*sQ#KuTpD|
z4{m=M)c->VCG}7Dx;{aqR2?^v@|uoJ6}yEYr#)URRQ#M^JN~G8omPI{R~k`~_^iB-
zBK6#pmumemxGcxOrT4sxtMatg&3Day)@MG|`d{`idA%p+^rNB*!%OE~!`s|kr%v^>
zv}PN+r?~(_=`sTc`{d2C*k;c{)?Z%#sL?cMU^|bc9=rWdpjxx@)yr@98Lae@EUz7^
zt4^|BV}=J@TQ|KBPsJ*Pd56Idc@28qWtZu5!u%_(MrR(JtQS81`WfPyED21@?ti%J
zzXr$meW&`r-+vK4`-0@~rNQH@Tm4W+4)cKFohQ}P$+@}V=92!ZlMY9n5xKXbo(~i<
z@-*&zJF@$x<5a;Pl(G*i=#w7PQ}7%6IRPd6;(z=)cka}zTkFe*M?b*m7hdHK{Fzm9
zU5os4K|usVOGAdx(X0u8FkOs2wP_d5`I{9mc)0MObNp@6RNh+}`P4PlkI!FueAs=k
za$nhAU?c1=yR+{f`p#n+Eq^+%tBkf`;_lBBzgBv!wTBm0hc6YS-z|Ps?(<Ln*?Nr}
za!K{Mr@DWAejVv>`|Q(8iY8_FWaqMdl^=U!>=~XG1wV#Ay`2AKSFW{-{LDz|f0gbK
zN5tPTp6!#wy*~HPpu3H$2^+EF`SI0Y^lwmO{C!>QTaSs}(8GDxx6G5+)&z0X+~!P;
zuG*GozHXC6S6HpId^@pDl1HVQ41FujoH<|7@1DK`@(X^;pl+J%;+*qve<1&cb8DG_
z<yih1hy1<gdOci%vn-ds#1E<zPjzu)%blKK7n6oQ)RnkktLp2k4H^#JIW!7&#}B=F
z;O|UoiBx=TQvTeOq33<$9rB#jhbw<77yW#oR-X;p&K^W4AV8?dEG)Kg)gS1Vo<;re
zp@g72DS#P2N_zfs*fGb@e^2yZ`b_`lyGhCi=aVOo*mW2la(i~<?TuX)M~r!1N*lY<
zZZP*>OmlZj{I_zSWB#KvOMQ77!)1;```w&R50sU?I7zDtIeauZqrUst&8oWAQn#1`
zm2w}>Q6$UX9$Ft5XxT~rp2}ai5&Vos_u`1Z%3rBzAvgKm(!asZsXFoSXUUx%fSRu|
zWkxfL46!#1kym}o+;QSf`IQnp*X?LZYbk>0;(<0GzRLpX-zxh{<K1VMUZU$kV_Tk~
z`7eZz8k@wn7CU{ZU)0!klLr(A!4G<hCxqBu64=~pX(XB_(4NYo>3e$?n>$*J$`|vH
z#k@$!=qy#knrP<naO8<;_N^;9hZ|9FPM?7x^<@6EkdPzHHk%^YS@K@asQd;!Q-R9H
zsOb7{ZDiCcMR%~-cU`X9laoD>NcO|gm5dUW9#z}9yJz!muzY*=$Y_u{5gwEH$>F{e
z>+Ie1F6>-JGHec#q|60Mzlv+YL26^@RU>FJOvtg=jFiLbqj3al26hs7A+u;Gg0~Ym
z!;#>hBANUzF)ECw-#-^CwH}PjkaW7%7x)I19fT9&Y9g{sGD>KeP6=IV$Jn$F->vB|
zWyUG3dUoX5>s!Oy2EHC9&tF&&(sq>p2HlVYYM?$GOabM&?^ab;b^Xv>kwLTUIz7<m
z?BaI1|KYxhGXE~#Nq5BFx@wP|A^zkL+Zca`0rqK|nAA0gX36xyKOL{#t<`IOej)DM
zj$@Ze4wCrnUwtjt?il`S(_7!aC;3_4fNC<CtP!_+QR$PSIHHO5@%8cz#lV;*ikuH`
ze+ZWuSDUu(QuePGz4^1C;;L-@pR0!!c9wue+s?HQsB&RDB6o35srx3hQC{zn+_p?{
zSFEooy$@VkeBSMIi$R~aWUYDiuug|v$Z0AG&)t0@O8(UPrT^RlTl>N*OUfdqdoJBs
z&N?|$&<s99|LdT_vwx=Z5+C`U2yxOc+tK<k$Nto%otPyk$T?ZhwkV&(7+hGaIN^56
zcFD~(T&d6Xa9v}c=x8Z^=soJ-erty$O^4KEn^ZLn>-*x(kN=viMHLVz_oG{V{PSLv
zyE#^Bx&QUEU%2dC`hME=&U6KDxj?u27xk(I^b>9B)Y=WRp`Hx_)$xY!bG=lI@<liD
zORS#hU*@1a$5ez4fSHB*US-#7Na<Da!!rwwR<B*3KUa_%cb<vRx@D*;g$&Zo4w0iv
zcJxG4JZ6L53_tHIu9?0WGa#9%9*J&ntuHk@an9+(vHcEw>NmwZaXVQ>x%JL<m3kzX
z(^>ZU=PO>AxhxLqdR!DVUb%L`@ydtgR|h{1*9<)0TV}GJHZb#~D)joBH>c`)vO036
zPY>O=xOQUtBYSheL-q7$+bi*9mCL<_gzB3nU4|pUe{I|kcNvM0oc~@;Kha=Mb-&MM
z>K(qomWU(NT_gt2cCn=uzjim>E-as<{5nXp62EzSKy{zzwfcIo^Y=i#&S9d*h5bb5
zC2`ksalJP1u$kwygy->?(FU(-kbLQZp6)8^L(dQN2^<eysCys!^vN{p;oc`-y}Fzq
zy~-F}{VQO;!m0V2R{k!IUg{I)XKySIr5vqO{CW8C-6ch(yAB;T@2)AyicKKtyiOl+
z!VI6+-32o1iSGr<Kd4?!oggt(^YKJb8U5di{reyN&#Z3RQ6{{r%3uB86SFMtafcIx
zoY{`cFOs%KUQosgqb>HYU#WatQT@v`-1UfJ@5fUXjxHT<f==~6DcABRw>v&;%z0=C
zS5RfFAhk=*@n-z|o}ba@4ntLQivbq+`@zPXx36;(W15=W;G55x7@r$(8PpF0^4-k0
zjpctZM|<+H2Bu}Xb)|P+q4LguvLfF~JlM?sYZ?$*KS0n`71*fdo@jJ7j%}KSOIp;w
zM{gW^_vYZk$#Z|(sMGZ>pTx=-fY^7PoJ5?Z-TzfqKT^7zmyz50{f0b|Pl3AhC+w$}
zf*kT(a>ktUrM$W?x5{dbZtYR8Y;5FSEk~O;y|vh<<I<~R(SeYb1Ii(F|JGL;XK7bj
zS-ykU?>{0re$@Sg{<OEgGI%E<)#8vPN0agm=Bih6HEt63@$<1`-ky){#D8;OpRo9!
zD)_NRB1P5Xa%Fs^!p~Bz#AhA5Soc2U<k=0pbU5zTP1>F=A|G>b-f^fu=i5F6EZ`VR
z4KYM*#2Y_)RNj1NsJZL(#@zm@z<tb<S$lPT_R7k_5jiGVSve^JYxggb*4CD5(>HJC
zil5A!{zkuCBuy*IVLBevwK!;;OtNuSdYyCOviq=0UVwaYjhPC#K7zRgnj1rf`q=X=
zp2W|Gs2F)p25N_4wI2Ymy8Y@T@+OQX>kBE`NQ5Cm(s?Uu!$69oD*%q3h#$3+qp7RX
zCcTod^%0#;nE)(}!)`D$fB`)dz3Uz@2VZCf3216-=&_Iq2vg5<`?+*n5VSOg34zPt
zm0Ls%0-4L?Fy}#-i(x8esUtPR6yKPD7zFwoOc&X{eKCn3N-do5gsGGBN7WTaYBsXf
zk{YdOg-n%6T%)$`XnI_!?Iv=_*Dj1%v;hQ66u>|-+O~wsNzGR){)j8$)5cS!wcO4H
zi+aE?h93llwHE^E7=1;|&$;>#-DK-jONbD^WoK^P%@o<gi0ILLBNMSVmA;`t1d^pU
za0>{11v+YGBGM>U%IIFOU`^`aI4T4u4X*CBq;(RfxZV>4$<{8-XtdFoj24cxjOoXU
z7XalDL}ggT(sGF)m>>@$5wI~M`#`qSB%x<&)Yexf33UUD+=ApI)g#b}3NnL1>=fhp
zFOboR*hpSrFt#u!P-e@>bctd0XkI^Z6r8|L=(qPzPo&PUKx9^*Rd1+WFDha7bG;1+
z^c!TS1DVMlS-}ZXdb+n6?Ytj8Njhlea92=ES91K|Ai%LB?2HsZG8k0nQmsfTN)D+7
zB)0-(28h<`YYht8*p+C6cR{85hKzKZ4I_a{r`X^L+ciX3qTE8uxEeQqBv77EDDnZG
za<jXl=K$hgWw0xua5-}XuOl}e?5UKEcJkSjQ5R8Zjkt~x!YDo6rd46`wNnp2nV7D|
zNNvZ+VszWSfdc>*EaA@TaD)*JFg`18p6zq%f8ThkO8aWzJL^9#yfV2Xmw<H&SK7Sb
z!bw8n=(T*-`(Z(QS7t3=2tqhf?A9a~hYOd7eQ0VJnB9u~qx%;3PDGbhJnyYWJPzMg
z{}W`bXI*yq*%e-{N$&m9*X<|&{j>Px75eIl=Gus>D+q6PX%_#CZO+S*JI<wi1=sZO
zgvcBgek9lwB%dn5YXYSWd<KpmksfHu(V_CX;ef6Oz<oZ2zHfLF{9Qr6DXIT)e2T$5
zJPY<csPt&QoZFgeHgxGHDCz^r0KHE&+W?j7Y;3(#4yJpNRYF9XNsk2d|9$f$sq{hE
z5Ow=yOWaVX>{Zh80Lh8AO)3$Rcp=X+sGcoo-IHhDNhXL7@9cznUhu)EWm!Y`p(QH4
zs>wT7!~e0@n3eOk=4=$RUP{}5$zj2yH_mK6QgdZKJ}hH({AdP}e12&9@VBvoXJ&uD
zZ>)o6?JOy6X7uM?$vS%8>jCI$+u;o3*1pjC19zJ<rb82QFA+}}_E5h??>Mm^mG78F
zfO`sUu#0x~e0_bt;CoGkxuhisCoHp{Xf>U&urAXwudQSI!)X)DdT-=pXPeQbH0l@4
z`Yh-P>;$o80Ei6bhaR^hOq%7=gbS(Ww)uF_uDkKUl)+VHF6$jXe<Z}LYm05#t=Uzi
zz_ZR)S6I^x_zfzF$_6Y*97zHyLKn1bjFT9nWfR$9nl+JvVztb~N@X)B1J9^|Q&*K`
zebjJP0YC%*5y?<9E4I{8G;f!av5{#>rYKB~3;7@oHDy4L{BjjPg3afuZ`bDIP(DCM
zRA^`nBb&p}{?7Be#>?k(nS@m3RLzAXiw)Ji(y^Gh6-iuuHh0jL9TTg;>rTpF(;YL9
zV)-ev714g7PHJnAblQzA99KQriH$+P#C~YM6x5tP#7ALVQQ%YjPCz6q80^qp5u`3a
z=P-4h3btL~=vAP30^_xjJ@1DITET$@ii=cEt(u&Z!W~5vBcsMA+tL$mXBUBAO>9s0
z#dOLPc1_E9>%wi@zeZxh;PySC#8iSbY*aWZYtpS|sc6pC#f{5k*8&mm)y%fQz9r!C
zw?rX$g#g9`kmsbpXDJC2L<-0wGc7b@+pL&KX!I=_8aVgj3YTY~O-KPbXD{4DxT+I5
zoN%48R5QY$mx$#vlVvuxd*#B+K{Jdo-Pq~~VV0+Wk%~zscUqzaG|R}YAS`-5#m)bg
z;W_$s=L)T8LH&@5o}>GR-ke0a@oY2)+`1X|OkMRVj`Hwhv+61_WD#aq^}wA(&p`yI
zAmBV3=iEkbSNzAryAsg}8V`twJvXoZ3A&Q4=w=&##`rpOFy^M(l=)@%9%uDe34MJ{
zhgFZ$pSX~fED~p|vmw-RAGTLrE@Q2~NWZS)=%(qWMOMc7`ez&0JbvZwS2W+a_Ucyv
z`+*)xdkMkH$}&Pg(}%R@M|`;Ac$1mhMDzJ=zxpn^0G^*1wg}@E!Id%6hAB<{YBok2
zbQ6}Hok@roK_ony@J90z{aSIEH~=5QweUD#{isunCNvHBd!!0HNvq17=JY~o7>ctr
zB3e;f`wWZs^CYR@+h>$poSbMqpd_IE5i((CMO&)T>?ZKQgIye;qD{xPdzO%o2FJo<
zX0cLQ<6tZqn9#}^d&b%-#HAK(1M0c?o&=yv=a(6JoSY03%o^EEMr|$V){~SAGovKe
zP^2s+i9jeUlwx$XFey6rtz)r5MhhS6t(ah))X}Y5*A8vtrUxNNU4eHY!L0Efp~Yqr
zO0z!QF07@-mZWcN%aV@T^APr)5kPB%MJj69V#yMRHIpUcz&EtP{4EqU474@_HU_cY
z*J_vce6Q~yYd#OWfJKpj0>vILUFl3M7kGaLn8_ry#E@l%W(&fPzIu|u$p){{{H>HZ
z*)@XYQ7qfVKA~w1kgCAad185{EM+Q_KoxW)jp#PnpsB&W1Su9G(5?ekZ2ngtm4)na
zY7)|FDSfiZeD6GZ4Njn#ZYOH@cgYL~l9g2kC!>T*4FIvHr_RP@Vn)Gr;|WQeHb};}
zhS-NZ)7Fk0RI(`X={CY**5_JCLm_n<K#d#tmkw|@yU2$pgjrodDKExyvyHMx;-yGq
zVm7>1-PbBE2L#qa2d!{Nw*)+q62d!ve2k#|8ZR?EI_qsOruO8UK`#QhIhFAR%~w`W
z_739(X_<yiVrI>Y`qV7U*fD`Vw&@&>wwjSSLp|eORF_;YfseruA}vIPH$s5qoSItp
zaCRaMV0&eF3UFOCRFsek4Fd|DG?zu34s7vjeP6j)Z53_IjM-O_3eYRO#I^F))%CRe
z51@9SRt;TVC^1aSIP$BCSvwfuxeH>p1az)2yTdppsCC=O1QdmyCGh6MRdk@KycM%{
z?edN=prJOKkl6$jHbIi*1fBDk$?GPXc(!~N#bgaP%!^x$I)hx}3<7;s2$Kaacr5Ca
zzP@!5SgddjCTUv*jCsXv@d6kWuL3AY06h%7aI%LF@unz+F&9)iptEx1qF!6+dIUJk
z7$28ZxJ?)buS?r5LQy#=<<>!U?v}y|qje%g<t5N=v{W=<8<d_p7>Kt8So8%#H@KzK
zE;c@K1_`~GS$GdApfCCXJ#nH8@kTmjRTMO@)csX!p>4$9tli>XTdL-&M?SQEJigNh
zNfs5BQljE|Sc?z}!PkVR!gdmVg?aWcbYj~X+;;J&EoPUT0HGjIT;)+hSQ}Z;?2aut
zIX?3XcAmDZqG9=fE3l=~uiH%q4QI*erl6QYJgQjEE~HWSCxG+>BZX?HxmJl(P4g)M
zFvhg-#$tbiDlpoyD;7icLJ<#St8BGmjN@qRRkViI5pgR?NYN?*wuqNWXXIzhQ~cUT
zAo7XwGr2mXAsL}qfdRG{Z)c+U8lbs0|LwE(o#^cRS#%@|o{{#sdTxN9(>JW;aZH=)
za@-LOvNCj;av35IZ|uLAOZ9&AaDu^oxu`QmN0FwlCWUEl2RYwMQY+vXK?Cue_?KZT
zK>gttNcvc);@;KbA-`@BkoJU${9Y@ICn}CzN<Mb?#`M{d&vGLk{hmK>=;gY?see0Y
zL|eTz&>g0#rEQ<-dth+-&CLv-thY4(@Ezw8qqDB*>4F?72p!il1XXE9&Q~FTq?S(r
zocb|Z9bu|}ZhWXgpFDfXosRA8{<nn>&_8b!Zy=dTzd;yDd5Ff*=@(HiU*3;9?`!<G
zrh4VU&kpByR=e9-tgHMYVXq;ETnt^Ztc=sR4p&3{%4{!9J0ux6?<J$*B{s?Bd&yRl
zvZz!eYY0h~<<zirsJ2Eq?2d00e)?*zFL!XZ?C_I%9y<A`OL>x<^)zJv#S_0l$1lN^
z-3?q86G_Kk7apFyS0np)$t2liGxrn&UCIpqu>SeQo9i*Z{+rU+gE8_^u!ZSF%;DHh
z@f-7{^m@5Zc(zj~OtNK!pGf<1Zs;=f#ia)koN5P^{(@;YOpUb*;~mjp|H@|_=r|hw
z!lcdm(*KBMhx^>#R_t&Uqwkm6lMg(f!IzO=JKxd?c9k*T|M3hk6|l221vf%l5|xTm
zMOiWS7wVoF-RrBreu{g~{};)4_uoe@lRIG^;~IcJMGd&{|4KOh_Kye8sV+-zjq{5A
z=?@NmxZbOJ4ZSZu42d+rHE5R64e0VV2*mYwIeG?o7-{cbeOpKpIBcDz8U8f~Kl^QV
z;7Fmrvwz)NQJI%vNWDKh!f>||5Z6#{I#BgW8>O`-eI$u>BAW@jp@J3O979qNecLr>
zsM23H)8p5xg<fxuGOzvvaBur2m)_b@8m((*W;(sN2DJ=NC?GG?&1=Rj|Cxf*T$Ec{
zLL#$UR*Vx&Jm;5I09@5COpXj3I)511D`%wJL6UIkDnn2bb3>^JoQ$j2iSHuVW(cz_
z@itl`U@!F~L`-*bq!5B23h-PwZe*OOW11en0jFK#>Oi@|Yta%f%@jX$4`{F$$uL5b
zK~ZuFK=}o*bjng!wbp=WvsddXiVDK2pgFZeu}+HHCNoTP9kdW6oin1%hO`y81jh-7
zJu@00AgXsfOk24_dAj)jvsL*QXKr@94-Q@f0!wLf*MEcFSpf*a)SjD+%mTl*g{Q@H
zr?eMtX*XK{Bg-Stk8D~q0B=Uwy|>$5UCSG1Rd8Fi{iE`X+aH44*VsDt>ve10I6P=;
zUPs;-Eeeu0P`-+Q=E57>jU2{<Bc_r+tKXUbNI2KI)L9fUr~O77s;z6*`Nfm||D)&<
zCaL}jnG2cg=>j?3fL+&D1*ssi*(?fV9OdvE)PfxRp+qVaP~#Hyt<m)H(Ig#eyD`<<
zQ{GJ9_0KtkRqR{?F9>i!n*-&AH|kc@6_7Io<X|aV-y45S^rKLyoE2$I)_&}tlzdFq
zR7BiJLanrOInW6_49)HGG?4&-q7@xqMWHnov|@&e$d-t<##bQ1V>Bciqr7u5Uc$5G
zsAVa>Yy^In`0M6A0&<TGj;kz(Y4N+r)A$Wa>`p<A2pQZ|2$#SqhJwaI5_k2mX_j`A
z%R-=)+(=%cW*oV&3}oGWX%@+>QD96=@We6HplCbKgtw9uR5y1}bK4HLFf8>KLje8_
zhF3$6VY%&dP0HDOIa~s8oR+gB13bDkQ4Pt_H?n$pF&U*`NBUs{@6L+fCbHgtk?&b|
zqNUjO4B36&)@=gRnVkGluH+Yvfr#~F6sFADY5+E;t`y3s6K@%!nbfUW&w?{zSE0b&
zC_RY7b`lR8wC4l!g&~4H(Ah$mp9~NJwI?Ck{$`qD6P>6tYDPNP<k+<=U)W$IJjzBk
zCelK<F{ZHc#RRAF(t@Syr3>MA{|4<^&{pZNYFgvBFX^@e5qoHGc8ejcZ7_b6$=UGp
zK|y#cJtKr@z92Fm+yE)I1c-t<CQ7;@S{p4K_lW@Om}2XDJ!KUa)QeXH)@s8%rH^g?
zUtx0bG7zneW$<j6_Qr!QXq-3%W9*qglo<+B=5e}tK!Ys}sY%#MW!upVNtz2IK^s{>
zd+S%2()VJvA093KoT5@k=cAFxF0K$kp=>J^uf5a=*b|41XvwOM_~WpERo(Edo|waV
zZ(ta+Sh-KGw}iIF>C*S8vnUwKj32Lc9|O63bU}RhpMv7!*$FGdR8-5;Mk)ypvn#x-
z)em$YKabfTF(efpsfsc<48+fme!r}bSaoo<YCh?*?sBb+2>Ukl{Y3NROu@ANB}a#8
zIz?t6yO!!s`qvu2@8oiSsB=``?A6)6Kx&_R!S4GuS6$pmz8Q@&&Z?mOVBAb8IxE4v
z=<v=$ze??@-SQ6)=sk1z$7^qMoLD1JsTtOOXm>bB5pQGWyAe~~r%KnWMm(9$k?g8T
zc}lrf>e)Q1ok!YsPA&rhrakG6*`ex%NJGaDhL`d=s{N%;Mo8!sfF^j2C*~AAt1|oz
zy4|J!>6zYr*Hea)5dTuQqn{l6AGKd9O;l>4JOd<;P_WO&jJ3<2QTwLO+^Q?*PE<ZW
z6R7AaNp`&Hw8PZ}Er0T#o<^YFZiTZ$Hm<)E-B_w?H_hjzcKv6<pN6jI51|(nH{zCg
z2z@`VT3OQEs2olFsT(a~{RXLvLn)A8vOYFT$JP(fQ9@(8dw^N3iu|Co#@Lu<h6hHW
z!L9F%J=vrmAuVI*aXv_Elug!N6(wRddzPqE>x@M@8^}PScePtQZx^r41DYv**B6S^
zJErjYC`)j!a51c2Mr2)_uRPp27Nr=%o8vK9cZ&E@wUJ+ht)8tW^`2FbJpVPE*2V=I
z&F01<*SN#8;$9t7Nm!O5ZX|FNoU!U55ctXIK-N+P#i+te@5sfNWrUNRH<ZR?>j2l@
zd?S66Vc{Uqp{8Rli&Jhlv-+x*OctgGDQA?9MY&L9Sc58)zo4_ekzz+k&lEJ)2XH1a
zvUPl@FzYd(jmHGw!q5RI&ruQy6Ko$c35ggHSzBxdGYR%VeIY2tRp?K)+_152VJ(kQ
zV^!WYx)})=9z@7=rof3jIQhdeW<guW6Ffoy42G>HbF%0zh-ORsu=tZj$t<MvlX7ii
zYB7O~6cY0B+H$b3u#gdb6fqHkTpA+)6s%-I2PWW~aZtcaDPN4`+irRtyU4-TY4}3?
zur06I3SIP-`B3X0awa2~CL0Y~K>%h&*T1`68`BweN*X{fZq%%p!$VfO3B=iuCSb`-
z4nrpE12uEpr6D^|`keX-2&PNVy3zUx2{*!6jS+;~we4sgPeUzL1q;CAR*kufVZ#ET
z0l`v-yu=fJ<r2hJBrHmdDlARc<Y&pkiCEqQZdn3RLdA~Gyv(v9GXYhfu54^%r(i+D
zsUoUKIt$vMbg3{{a7d@Gc{@|PUkxM!-1mX=u?#NB7&{irnb3_M)=2DLODCBLzhEE=
z_H5hy*$SjpNk)B^pEf9NOx|2gB@?CDzJT4B!30O-pu}WxpQW*#E>xKdDH@$`PD%H*
zUUXVh=7}_HrELnHw%n7<5i`s(I_iftA-IJ+@8cs&lS*Zw!1aU4<4pcqQbw_DZFzKP
zN=P<{pDq&f8MSf{pK*<BzMU<v(n+elB1T7K++%<O34Q`)V+E-N01Lv1<VBN286618
z;<?r~iKRH0iMEYQN`$dJS7x!e4&L$ta}J*kaS{-D-n!SR(SoS%Zf-HAhTA=aw^2%@
z7%Naf*=A~*^~lcA;5M3E%o=#i$5&}q;Uy$;D;=qpUsz(dA%dBsh|sX*jCo5%1q6D<
z0(hb2$xi{18J&=MieyZe(Gy~(vW<39!L@mt+YI4!Lyd@LBAQh%5m%%Uh_y(Wgpji{
z%Kg@X&bsyyXdOJ%uV!rqGG|O0Lkam>5kLGk$-|SH3ySgYh=bsjh2k1SL_3_!Xo(P`
z8L7hxqoRDg4nVOlFt{7pnk6dSd7p{MWVx5n_O1XKl`&($3@=TF7HzResjQ9e!R$mG
zQmWW#B2*q8DOBkj<?F^(7^N87{=j9lnu3K}wp)$HmBu=tj2ii^WhnhA9>mxl<ViK}
znaMisdV)VEh9Km@(O;~MQ3;=b4VYQnlx0U-2JPw`L9NPLDn{s#j1=<GuvBH16pZE=
zS?f;5&caUj;jm+t)CMmU5^80Y&@#?MMA^vmlv@D(3+gw>*-l~)NflVHj;zaXYzd9X
zm~PJa%5M<3xbNqv5w1zIxrQif&Kbdhq;XkH<rYpIGGl?YRk~*I!zhYnyKA%)H%tM(
zF@Hvqq92*g+13K7X<9HvioL+r&ttMp<~S%0JJ>cKk%Ca@3CV9y%Eu<6nc59XoeDmy
zbH!Gc_CLp7965NLHdPKN$VY+`^M<TlSYhfZrJhx`DM>pVI?WU_9V7=H=zp!gR6y3<
zsNOR`JxMOQruxgwxlvQEKG_2yJN)-a8Cd^=q0q^ge>dG8rCq7KVfZEIR0T>aH*l<v
z4Ieq{SD9EP4L{`n@P9jzvNN$ngHtKVd72F41l*M>NX6p4&rubNRmU*tdXw&MZYA&C
zJxtzQMR+*4%Lm>OT*+y7*{e{JobcRF$Fni!;u@L_h~2v(PFx0xlQCgueg}E;*}C*<
z<fCVc<sE6aE36OJbmLP@KjhlU_MiTWxSEJbx9XJRi+IRYi>~P6k2i*51etZ+V*4)y
zSz`WI3MkRD7>|fqIm!HDRFw?erGJCO!c<Ns&JvrC!Erf7$~^IczT!(WIBs%1T~TR+
z45Sw+zd^D}Uof#`P_nlZX|70W_C;|XrTqyOg)=h7ZV-9Px(HiNlRga{NL`)v6O3zK
z{{)f6C+I{92ZJ~hR)O<4JrH`lxOK4DVzLv;+T4r4Oo9Srw9uZs<zb<6;VRQiEfq4J
zglk;bB4;;dAJ9(5h^Sr--q@N<JUW=_FN!bmoPj2!r|JN(vH}efK=Fx6#R97$@Ym&=
z6$;ZSq%XEgYDHPp_&)<UwdvK~7z-V9z+6szIn4p6LoM_;jL{?km}8)u7mO15>L>s{
z1UnQNoG4(5DTI6wf7V>cl5kKWe#WBRgvp5i0v8&qxW`J+ZKM-B%FI`uYy@^%U2hry
zI|2t;fnd&Tbrh0nU}OvT5u!=BM$}jcSGVqwfM`jPuuZj;f{HO{BGePZ2W@s^n+7%c
z1TA<*@0*9S_2TQ7s0%v}cU;v%TMnVYGc6bXAz2s%AJ~Dop!0tstNwx8BK^Yo57tfv
z_Coq-CG{J1?GdEvxbaXfX7gR>)j3oqc2KEC87dH3u<RAW^~f%+r3c`pm1-_dY#1sT
zh8<ZP3qjw}Olp~OJTY0-<*xb*o7NnkbD(l&fH@U5TWP5(uMu)WYJcvb9z{>CKG$qz
zD(NH<fP)Q%+Y4YLr-SJ3ow89aPrlzTe14~(Z_^HV2b<L@NI`?3$3A@r$;gKxJKDQ6
z9tX6!&%p|g<`@Wb`x<Qw)vXF_ZlBzVx>BtQG|?_|ug)#j{~N3ONY0O*jx_R2m)+@O
z2VL)sGKS49sc=P;vN686^pKv04DE~0ubIun?LOJl=71==Cl6{CZqJC&$zFzL7N=PF
zM+^662Z|~z?woPpZ5`it@;|4{HM_(W_hb^TpXu~#wCJGSs@+4BOwAmYz(+^oT9?!X
zLKh64mqi+xh=Fy{0C!y$$kNU?7-lvPTFV@{0Upgli(oiHqC(J?r%DH$*si?pClbl)
zb_UxjZ{AC^<>+pXk_9sP`NR1PT&mirj#F1UR}GhL3#W+!qf*mnY2z!`z$hB3TM~q{
z(X)zwX@!>0?3>{r^G(1lPS&!h@$tf^%(-F>&4!{rb&;&x))Ft_wj}*aVP8Yx-!TnS
zpDl=6;<+nvhx@Ojqr(sS8M^nAjycs00fgzCfx@Ypq0iwL>3=x)Mo(PeMtFM-4Bqm3
z*0M2o@L=7WgXo7{=R$n;)=O+02A;ulN_X!|luwt?10U`>d<`#6b5N(t?{^<~g2>rx
zu*1P6hv+~AINaUo;k$Ox#g7U`g398bG(TIOnlh-meW+z)wsLQs$q?Bkr)(bxk~)vc
zv^U#3Wz6dNxz6GC|2X?7ZP{?&;i0pK-h1Rhn@o?OHr#T_CrJnPI+pnpuNlk^cMIpJ
z1qr!(1}@*fUH0O#d(MuJUv8c|;qfN*n)4Y3qpBdHIq!yHf8O+ES669L-iv16=W00#
zXKB&N-jpRk>d=$DKz-ftX84Oy6AxT_N{QqJddO{|?+EDeCc;(GZqrSA=xXIJSD&8R
zr}N_Fg%eG4=U8iaZ`&hG+DrrXsLfeFCFehG<)B@WiI;9o?0Dh$<UMrrQe~-&f6871
zI?Mr{m9tkKq_-EPC+|Q6zGRF*V0ksQrvDreWe>^px*Y~xdmiQ7k>BCyGH@066i~TZ
zB_IT;NA28+s=8%n&DkS%_nTclJ;<wf{E+)0P_GW%<DecuI%K(YZJ$?)BMV=XBkQyv
z4XS$Vu`=uRXyMM<#qR@}@Ud+BQ&*{{{=B_$a9=^uwQD<0dQ|iNb8sgsJ$D*hNpsoA
z$o%ui-<~nnlBQYdA3o1?`j{$%Egh%1X09K0_)C6+elZ_jo4M=u<m^AF`_BU(vDR42
zHx++uwnZO)Q8B>zZ;=i^AC-79;_|9V^}Y(X>GVXGO3u*ZQ}GQ4%$oz}?yPxkS<Ib%
zHskVP1a#s=K}Unt5pNIozu%t;^UBK0N@2gUaBQcBS93e5H`i}EpZj%T`FrKuuSdf{
zrp-fX8yS}cx3sD%-E*G#!E9_zBxIR`btxu;@;0YB^)7p)dE5-4;GY>>c7L7o?4fP0
z!6oA|1N$lmeOEX1q=t>DnygOb55<V?&d+1M*p)xMwyE=49i*!!YCUmB*AbY7zk4~R
zCN;{g{eL&*NhlJRhlMEs9P#zg{`QbB@4eMFyJ8N%xUP<V^V)<O`kGvO2S^ak?AkM(
zXebOQXJ(cHd4crz?-rGE6na&!^S*80dJtB&pLC?*54R(6{G3Y8K=pJQdz!z!(A!|Y
zSspEdSAjqzR;LMcob?jb841d?c%iU#RZ_L~_wl=ihJRdT*yK7NeKQSck_)QS3T|Ki
zSuIaI6=1Xr@hP{7k`~b}@8zU2;_e`*8pw1ut|MdQNXmnJ;1EA~Q98Ok{8gp#@5_Ya
z21joo)<dFK>UnaHk6?|Ou4|J`T>iZ<@Y&(o@jb@EIF-Z`Z^Wa69=+3Kx{J$ycTXI<
z>|a_h^|@G{my61n!jAtr_V=UdL*|0sA=#p;gqL-%GE9%Y_8ksCX!t$ijLoiNdZi}k
zd`BD|zG0_B_#bGjeR<UejPrEovxoLnzrK9!N%N!6|Jp4Y8tlJ#Nwf5RS(VQlH`Nb^
zr|HXD0o%Ss{ue{aY}h50(t54u1B+WOOZ&e}FTWc|JC5D=-;T^5d${gtZoL+QEt_J!
z3l4j|NRTTK)*az+TuD%Iy#&czRN!rWSoFL8h7?=0OgU4BdWK6B_O$HVc{WnjOJ!~*
z*~0rQ*L}Bp8i;d}wD$ekDT*lKwp#RY>l5C8y(vjcPI16r82a?$6!D!-it~7o=H@rd
zV=?XGd&i3tyZ6WPYme+ISUFvw>E_hy;><oIPwoBuqVfCR3rA@o_pju-etE}+{rs5I
zTGn(zthzS?TUk)nS}8k`|Kg`d&>f<QtAADDnM>nC7W~t{9!~cgv5W7o`;q;v%mz{8
z_H)^6nzzYN%$n4!yf5s0$rGG!`0}I2=k}>JJmOw<oOrliUQpri2j%cr_s=c}fP8lE
zzY4FpXC59n7@HPB&<^yCIR1EeR=1`hPFKm{6sj!ov>Wb5ff4+;L$2Y4(`1RuEe9<>
z$jq$S^{R6HJt1Uz>AhyIAx=g=QLg;>S;IFzM>Q#lJNx6vWFRmdw#;biRC1MBk9<h|
z4LbB*O>2xeBWF94iD~82z-e))#L{uqUpv6YMcf@|3QV{38(M4AtpZ{xO4So+cv`!J
z8HcQ^nRQNnz2FnAeI;%u@0Dq458HOejG&+)?fHci{)k$-{GsQe?czlBy;~ZU5AHr3
z$k4v*GOg3MyMF6PFU;*xZiP$prRTkZI2WE{&cMKjnM%VK4#)pGeD%#Ff4uGBCI1J%
z;=j}l$Ub`S<>)AXm6@C;X*zebZ*7WKT3)^X?iD@5bIwG6dezSG;-ZzJ&^sS5{TmW=
zba7xwjK5o<8UAWFemd_#)n%YrsLIZjtRG5!m!PAq=knr?cC+~Xo0V0k=hK(}cv*P-
zA3-_taD=bF;nOEBV#OJSK5uWYLr}8+wYs_dh^1$9UKJAo2j4QgJRHg=vJ&JChxmj3
zcMshdrat)Fx%{@lKAAwhi=V>f8VB6Vmrhn5(JFuOdCqOO!GqA&da3J{b=+>bs<MWG
zNk>ve{BBa8zoToF<B7gI<puP*OFj7S;)9cWq>q}%c;Q`pD)xN82`p=@L#_>~)c@NE
ztByOIJSj|{tQ(7wk$_PelV&rx_UwFu3Y?mNUC^E~!f)*5Mo0U;>wm6LBk^~<NY8uM
z3m>|ONGYpJ%t3=>iSi(qMElgn?<{tOhDVx9T293tfCxWa4g7F6`C)feQyub)H9R!l
z^M`K3oVq+aLekP+EEl5@(K+6&47qELu#W|2*`bJown1QIkt}6IOXdrjY^2maqD7Q?
zJZk-~kGW$X+?t`zMC?vRt2CmO&9WOYEb-#K4<C=3Iq&;#-;tfav~HK4B5l8&&WxC}
zNpn5Ar`r8!?$OV$zr1!XizBGIiF%E`epmf&GmWhJF5kJPJQ66ySZRd<ZsYu6I<ynU
z#RBa*8zHa81`nyQUROJ+y)0cYaC2Qb6=1UHeAl4<{Xd5Oe5GpX@%<DpVy|gvSYLij
z`<lV6vUA$3H)+;7B|j>`$4lS28ScP1)4nL4SnvL3W%^dH;HSp7<tJ6{2JbI7x2D}c
z_qvK?tN$^Yo(G?6Yzsa4FZr_jo}9Xo{$F|@mP}g5#mtX&TYrB)c+lgf{pR@vo03;o
zWd&s?{>HBH<U#NoFD7cB)@0P?@T7KtP<>8aT8|keLRkw}ul&0Apy|xN^uFeaCvB%g
z7s3x>UEVt0y#M^4i~ZN?D(HufKB+JmJeBc*KzzLB`egc_ec{p%OFft3kJlcM|F(Q%
zT%uBxQ;;_l<)xLk6h@Z+m1fjJ+;{XY@e|_d&3~h0sHOWVO|`O9mdE~v)A2!<^e&8C
z=*>Ysd2{(9hq&AHz^R&o|7opdnS{-DcDqJePEA$cBiAey97zxiy5G#i{^NY}cA~a0
z$)&QQ(!n;RK0bF}a_OC}Jx?ChU5?p0pXZU6d(zG2ylb+<euIIY_jk^bRxB#sv87LP
zV@OlW9nGg(OJ838wf@1)=fi17-}1gAKUWBP(-{RDbh;rU-L<zLt$Gj|f^^KtDZBU&
zAPxM3OnMhSX?VE2wSiz=Idj1E^-llq5*zi#lLj6H@@d35e<F8k+QX3_@+{=lGH&~Q
z{=lATquEcd_wT;t-|@2VVLjK$*NuGUSn`E5)4xp4==$6t<;JSsr+@sDcw}LOy=fV;
zvw&ZOpd2Jzyyf2i^Cmyh#Uu27cvf@&e*b~Dc5nPoI7MYiZ$@8={_ybQS$AFt#lXQm
zrz|`d|CC*(0$AyRaG$T7LUF%l=K|0Qn@su<DJIRBn#BEeDGv7P+zQolqO7lOi_)A^
zcYN#`yX5GX3V+SrCrsoG<9R#u_8#wqgQln3AqZG1R&yg2C5^R%3A?mCmcyQ@{dw8w
zC!l@T5$`pmyu8+YXDZUc<|gg{9<ijDQmJ_ZURYwoc4e!^{;S%7)%c&!Yi}2^qs58R
znUkdO-Q^MrItQO7@!xs)h(l!wQ6`BX<Q1+!1L(st%50bhmYHQA#!cTPj*VNYlmF^T
z?o{f0S-V|h3CXgDtf=QFEBJ{$1yX`cx=NRoMu2g|;LOO}NUI%zk>3Rx&Rl!CJh&nT
zo>H}q@#(@jBaoPs582-K<QCR+xAWKlK*!ng`+q1p_qe3)|Bs^(mu3pm8q5nQBxP$8
zSc;({=2VQ-%<lCaiD@=3pyeg+Vg(!G1#8goQfXzE&6;^B=cO2z#;~a^Q&LirGVzk-
zB`^D(-(UXYA3Wfk^ZA_5`}KN0y%&I_98v#>K&x7LAE=DW5Q3&xAID=#2;CWiS-Id5
zT?iv4Q?1?7`{xys%J)`43d(NWs+@5<Is_%_hWmSVP5E}mFF*B~1p<yK-NW%jL>H(#
zlaQ#Pq@+H=gWu<xRMECeV3MDwkpR>qQCJ`*AnG1&0w_0{AxJTRgc;<^Y4*0gU8Bbo
zV_uTWgXr?l8`RlQQqC265VH&!?MV#ohN$;tX`~7+nWjvq0d(ms^CEZBvoK^RjxKZ~
zatrB&v92iqS2c;jHR+e}G4L6&ziiQAMI1Pa^-<wXSR{qyTQVD%R|9Z)SmM<a!*1DO
zON+#e!E;<5Nu7bm_08L-Ht1hxu5yR9Gaau%g=9h#B`{=)THKu~t?mN?3!{{xpdcoN
zB{8EF;MQsQ62gbkV$dq3-b<4#T^xwb6Jvlw*yX@w#~f9d9Yo&0P^m)=`K53KPAvh>
zh{9A#R(7UBDD;bAA<uKYJ#u}t&Ouz?BA_`mdLwMaC(w2fPLE5NK+PecR`dlqF@YW%
zgAfKdGm(6`p3CSpr+OQe0C3}Ams}v6ASyK&Bet687(#G%gWNzk=k}5Y-F#MN<z=JI
z!;UVWd8;}D(F6yl*+$`#_SMIjc~B>m&0ejwXQ~#hVPmgs5JW4XA!MODY1ST=t0yGG
zu=sh<9LmFw$WpjK7R#`}+_2qqBDGp%#L!n}sF<m0EJ!N%pn(9hCmDC`g=T8-({y_e
zmoP7wC$i&!^v<Thb3hOzTTq@AXEN(e<ylOD%p<t_qj$A$XO$~!AXP>)AgF{f+w^{f
z54C~BC(TiU;4&54JOT>9i8K`Y2VH&^?sb6-H0B4MBZ16Zqm9lV8W`mBI<Co$+gV^u
z$GQf2%8aT7LI<Co^Pb#h;{1OM%q%-_`sbs^l}cLgkBObUJonPt8}`|#e&^nnr$791
zXM4_1h1iF^r;6%tmKHq-j&S?my3*gpUmQL)md0L3oa@K*ix@oeASvl-<w7Jcyz=)(
z`BFK%3*8nANLs!k1%ChO%!WT0M~sL!ATM@Q6wiuThu1v%f_-(7llz@5*=yap%-Y~T
zLb0vAH`c7_DL=A#Xy<2d-PqXUVH$$pw~q(0ikp5wHW(|@IaX29-aYH-t2yz*|BmCI
z$j3iB7KlAdX=r-Sa(~N~+!(i~1(5$rOx(Kb!P##cU+rosKYI-?3N2s1p2%&WKBCT2
z>0MHw<0}%Q1P&Ne(ESTdZwkWe?`(}Co+|2#B%ZC!XZpII{<<bN>B_b0u+RsGNwqxh
z+KK0<em?d3b@_eU#;1F?EGeC<el6!MWum_JFv^$B*F{I?-enUc4a}u3-x=$`&Qd7j
z812=BKaJrKGMxNjGPMKylcc)s(2woEo;5W}84&|H<GH17QA@z~Q}P#L|12D`Nlf-$
zoP+{0P-{-7GH_w!kt4^hbsEA2Pue6m&e@AE*dTmIDM71yeMiZkcxcpMCdKb5kvY|T
zY)Qa%_Sg$C#T1g;QxGz50QiIJrDspkN+i7!<>-054j~<FEX|5e$0vAX7r|FleoGm^
zAUK+-QQIU-!46|yio8LG<tNDN-s(*0DxR}E;YAF2C6cRR;DcnvoJhQG-oxdz?VzH}
zLEZ_-?BxCSkYGC=v1<73;;Qu1Vt{pCc5E0BC+;0!bE65wQTtd{SC?io2;tkEG3e;Z
z#abLpb0h~eJqTW@Yauy|c6`dR8j7YaUAB5p1V6j0EDU;Ts|>Q^o3LRa7E@3#Up4?j
z67uerd}7CBv+ZzsE&8q`+ZUa5qhgeiiHinu2@60_%$tnCYO2Y1)ealv_gb@CngFIB
z6=^wKgW0*6Y&jdZq%JY}i@^2##l5OE7Zo>7HysSUIC~3FY=S=D`sb}W1ZbV9vs&(x
zdVkF}=i=UXXKL!gA+Vbjt|zyw&#&-!L9c^4B*Z|@Zuh@nixj8bZ+GoYPU`lr>HTN}
z?fVk4Hk4SHU)FQnJ;Qnc>S7hQ_Kgqkt{a=BL6>zzdr&-K2?^9cEvHlG-PP|-?(LhM
z{Co?nZgYvIh$wbxw5_OBLgw**SNT&vAr>)Y@^GfF29l2~42yPU_ILAXZlF?@Dh}oN
zRf%sGt)Njr=p@+#t_UrP$P&52RXuM0<lziKCo!y7<`6C-GJ$mkJ_ul@B!h_6>*V6j
zRVg$h*kosbFDi>4u3N&nbD|+~n$}=xO6!+F(uqY~u3k$rsI3w)K>~jBB9|#BSz3I>
zkAPkRi$$bTkfm7V5slF5;+)+;L`1*Hpj6Jyl;CkQZl=Zl7y+v3g%qL-2Npp;dK%zv
zDf5VBQWc|)xXU`5@?(@}QYt|ol<mAe$YdWbw~#(nzsX8K1H->xIBXQ-y7~=dx`?r4
zK?cgGZG|MX2T{qJE%y|Q1tJZoOFqdpB7DAaz;%dAXv2(NExBnHn6-iu%Lyn4j^5y6
z!_E)HRsz%`jTWR*+LSacduwO=OW9iW8v;a2E^#C*Rn59WB!j^JOhAll6_eanbwZF8
z+K;TLLgqUyovMbB%xJW<I^PQ8V<wn@(aoYES=vxB9he9ypgSgeTjo5%PY}+w=!)Be
zOVB_~u!V>S*jS1WT$HxSAlw8QGD|?OO6$ZdE?@Vpsajc9`Nw9j>-1J|<`pviAosn-
zrt%8ZjAGn2!4((+333@4XkvG1k*;=z`A)f#H#3Hx@_ks)6lTmP(M>YvC3LIzWDr0D
z@`7kljv**{)eCjP>MzmoHDo7IfU^w?cg<@>tT&&~+o1{;e{Wt`D8Q74EZMDf^!o<}
z_@H7*wEsY@D43w7J3GwJOo{c^Sy2g@0gj~r)X;*J`CcP8$mwJLOg)G`=Gh55F&UTy
z&7MBj+gN5OF-$4M(qU^mt8!xJB33$I-9I+~3?H-f_)`B;FZ%L4GQ7H!#?@6rQ{rHE
zwZ*y+L6gCyBW!Ugh=dFbQD#a_JfkX&ZUwQ4h9r9vk@S_)e5ZN!Ct}#5(-<$^!^-H4
zSIEh@6q_+SshgF7C;5leHp%xcUQJh}lksIMseP%1WP5JH2)RF@h&D++8!nYe%N)W_
z=z}2&&Fb$1silzMehn-oBhad)Qx~G?j?Q~d;UOLmWvjVBNpJyXDR_jOcVioIjfo)k
za`*{DxRqa=2M9COyf1K+@mBgs?5_*yPHh-&pqBh=BLM}EQ}`pfgW>!+z&*;6qlQ~&
z<~{If-dg(%KA^ac7eJDmPdNP!rpM@jL|71AF05=P&laWd2fNE~(RqLClraEF1kl$E
zP^=j3oH(L?e~89d9?fGMT~#`ok9o7v5<rofYs?Gl#0_)8U^dq5sgi1MLWV<7uTcC5
zMZlKluB?tB7&o*uK?iim1}@HL;)C-XYym?f!2u|xj+#)TnGS)SICHo?Xq0FYfORIP
zF7HVn8)sx;Oo$=)gifp;C(uh-#sLDiBj?;xPfcgZc;MxEL6aS~5*P+5*}Ulx^$Ey=
z9#&<l`VR!qHraD-F>{2uerwR+$9&FRdydc{+kYUJK#v8Ll{pG3ujNvaAQ6E;fU+09
zap+tLu5J~y!%_>gUF@q?euq@f5yN#X@ybGgT_KS<BfxZZ3a1+9FWiMlXUm~sd?dMm
zK9S*BU<#?4fuMj1)<9Z6aIaU-41O}EYb|udD_Q5DHKX_LAma_aYJHe0RgR;u5kjmo
zQ0ecunOde;mV;z?*~+;dHo%`$cW0aN-I-8sUSA+@Zon;2XbmU3@}Q6|q1bT-3-$(?
zmcfwGHh=4|$2uOkKoLZ4SV=d;GRbJcrl6o7&EF?}-^x6?n_YhadNeZf9%%IxHnB6%
z_GkMWzNC90FW-2VrE%*%*X?;;!)alRbl>D0-?irM*qQj=@)Ro&Uo{qookWzoG5f_a
z0!1*?C|n%IOijm(wv!*B`srWazBm5mxp={rllPs%?mgSH>#H@FT|y7rk#3yc2)^Y~
zS9&%GP2zbVhAClbU8;V+^a2xFy*6c_GVJKBlYLf6m-1^ind=6A{^d;sBp;D@y@$)&
zYvBLQ5h_MN4wGpUw!;{u1-az6?f&*V@n4K4r=2;SLnt}@tk81i(-(;r&!tl*a@=F?
ztZUow{*rs-&L0CdY(L~LsbR6K-28of4<`Or6Y*W5)2_`j=h>Z!Tkv_W@7KF*v9^tj
zDz$p+Ml%f#J!l#D?PKHZ=3RStgf(3P;EUzPh-3Gr?L2D&1b@bF4B_M9Z`Oilq*up2
z|FPBi??;v6-|$Yg{CsHF@vkr*`|^)OK<v-d_mo-fAr?djBjC8v%K3?CZkIJLt;!}?
zh{MM$FNXj@XV8rPr`|8=5gU`9ZY}Z#)u%l<_cVg&fAkx3eEIskiiRFx1bPke<a66Y
z&%cd&n3(#xzje-~ic9IKgt{%P%(`0%zrDbUOSf0UgTLhJB)zMrz@LoE3r<BcZTAVc
zKpephmRsssNUx$?n4{lsEIXQ9e?1ic#b+lE)8*Ee+nd%0z5m(OH4vrRg2Ig(SgLGr
zqdLAk6lq?Ljmc*MEQ6t#e8?!2X65Y`hoj-=l?eR^Bg{%bR4?cj@Up@%f9WS@OsUNR
zm^uR~n->n@9f7jb$2~t+FVvh!UIBmTUM)M(LOb#h2qooR?)YHa%lP!&W#j0Wd}=wt
zyws;&KCYfDInMYy>F+!w=ReSgw<l)vWc-zm=eq|Fj7M`a{@5pFG)ia0l5gL1XFIK`
z!c{zvG#aXXSV#W<aANE9wsY4>CLnHfN1v-qo9Z78_ZG(n0StS7^T2j7(<cW@_zzSF
z%vDeS4Ez-?@3MTq*gNq3=rVWpD%CdYI={e>+?0h9SW~EA_!vjGTxpE9T^r`g!cO7W
z!@Y@U>=Mh5pqg<gr^Pv>lV>P<i|^TbEqITfc7!-!29JT2MlB9xW7N+=U>|{HYcan(
ze4%(O!$&o3m(edm$t=xclQYr+Dj1xSE|np(IU2ximW3AU2kkyqc4tbAV5fY%{$=+#
zKCvIwfHD~S=V5J*+LCsbfSzXHeeR?pYDfv(c9Qo5AqR+ZWHZqvjLr78kCBYs_6Q^$
z<vT+goCk%0-osG9NVudg*2mUNcdVA!Enb1>ZM_C~Sr&#pg;zv{Xb0Q<2zhOR>T>AD
z>H-m7o$2k6Qv<v*mp$qfG-}izCVdKH>HgNoVz^`J8f5xHCrtrV_NI$`wVJ{}f1=o)
zsMU>lX&r(;o5WlC*GZO=$5M#v&O;RGn3Z$fMs@D6_mjfFt^qOx*TatU?uwZ74A@9F
zcVs#}RCZ^hX_G9+ujWBXel}_L=-$fi1+?SlVhO8in!awi+d`aw1y^UAsqbS>30KyZ
z0AgIOD?4YJjwUdosRaTe?@DxbS-Br1I(12qPs-Oael>$Ls*xccASYebm&`-?p;4>|
z5R>@v7~Up)_oI+u0x8BNEY~<i592Ijbz=KiZhnXgg29R{j7AaJ9^Dl5>f}FOKb7wI
ztu|uMjWt;pK<C%X)~;Fq_QGn+jo_9Dt4>*!x3hp9zv46e?Ahk)jtQ*Wza7rmTDm^G
zvFCE5^93a6GhV4n%xDooeCJEQnKU?W+lN!C@Q$brlA1H;=Mz3GNsxPBh_JxlPMChk
zExCKp;nRbUu63#o@{K!@yTb|#*Pp>gHTSK}+kB8$MvN0Dnq^VC(|1ptct&5$znSU&
z-S+UY@I8sglJfmGyU#tX@!aotjQ{Y+uaci{-8`DDeZ$<na~I1E*%RDUx?Sjm$5hp&
zZwlV>(z_t(iu2!ht{xfBb9Kc39@39OE#|1vz0a)Rh=I@5U%X6iKK%IX-uplB+bZ@n
zuj{>P?NWQgEe}umwGIrs87TIfCBWRcAXJkv@3*@$BlrVgmz{r4mzDdB0K_aphAUH0
zY<4n<s<E`vGc7_L;QB?AGI75EyUM^!!DFdGyEsg92<IEQ6Tz?qo8?5RU<^tkIp}Et
zL}2oI;c{r=iHOL37uMfE5jSrnueDyk9--;#m+a~N^4)6a%d7|>yL#%G(z3R+;$OSg
zP4k_?w|izjJ2k^v@L+XIOS1zxF+k+YSdD>z{Qd)Fl9G(22vRpZ*yH3b<ew+D%|+eo
zeZo5QHlX~{nR?C9?biq6|BOL~#Pje?0Tu0p)7KC16WY#y$-fsdnpAsPxqdbB!p4Yt
z3yL~TD1NwW{L{m4c5QiedSB1wm46t+dx+}D`X@$|XfA3;Okw1;zPimveoFoQ#r>Qw
zPrm(Mf{*=<ZMTW1!H|n5e_5{UMA)AXIQqk>P1ZGyghJ1W=-|{(QmG+v*tCgflRoT_
zE!GDvPu#Yp?BBU7=h9`sAhsTP<uK3wU?x6)-xFhKh!(QusuL@;)+QF8fDf67h4BFZ
z50&Wj5O66@^)nrGW|J;Zhc;y2(dg8PwSsxkLdnX$3}AzcgoY=~zvq%#u%O8zqs}}^
z&F4#}xwK9!AhKvq(9+q#RlUVs4l(do$%X<TA6e1^*N0iTv4SC8u-r}+C5)IYBTi)4
ztjftqFW)&7x{O3^;}y{q%G{%4;mXRAGKD{dM$Eg4ooX#GbAlG9Tw<6LBnr@aWxOhB
zvYyN}cTuYekU2_NCkqomgapy;D$O}_kOi2z!Pb~Q^$FyO^aL!*kIxd&ltB9sr8rMS
zSe{hF&bDDKLK<$opk+A03=cf7>dZv?7hrLjc-!6<A9SVI2CMZTCeN1Hhv&3Nh-M;y
z8xqTwfcH2;VeU-7qp{>)vS?8Z<b%d|<av3uN17_VoJ#E~0VTUpK}uo&3cwFU;T?@(
zv+dbok5xewzN7C|O*u^RLgZ94#sZS4MGk?n9zioi&PXi8k=uOiahWw4#=rulV8C(^
zGIha~lc|qpPlf>JZyBm^;0a_XKsCmuwn$$1E?>5yS1)JC@Rr7rkOg0f53kl#{k+MO
zdRLdbV3?jo0R?d^*yR8L19r1DB}h8c6_vupMXD<c<@E5f%^bB&G}AQAFJ3AT_*Rs2
zItM_Dh77$;aTnnRPqG@sDrs5puB<Vk#8uW1p|)S7)N!-9XxWq;zC%0tx!m`62L&fb
zqgd&T8HHwzr1uN@m5D_EDg#9F0`qp#Yh||8g3;yfnHSt8M)Mn0{ljx_2}LeiplaG&
z`8(Qttdw+?21d7$yruNXAlNYlXBr^PaT7$EA+Bp&=Snzq&>x5IqWJeC-lw>wAbeb)
z%1JzjV}^AI^-O@~3nkT7>U0*d1ywT6e7`@cSg9H#jD=6p+42DzVv5{?BDY2R$fvC)
z-Dm-h+>Z-*n|bM2_KMd28reav3!e0Ypz&$Lf)Q#HfjcK&?(TY(Tn$+i70?UhQ>{)#
z(?zsJJtQe>YKTYd@}8C0DvOH>d3h(MWaOEG*8c%YwgRFCIJC;ZDp(G%j#cU$x}iH^
z^;)W5I6OdR0mP!kZI;p?M8Ap_M>aT{g2VZeLB||18t7XT=6z*Sr+O1HbSu0}^D4{~
zl=mo5X`BM;z*Jz7w#y(ej4|94a-+HRm7_90)#-X32`fgj@GC8JYg<^ZI(`yhO2q_c
zTmTtWDqFg6ke;DT%6<huoIu7*wY~@0!(H(zD_0wem!{AaE^}ZBh$ds)Bp#eJ=u~6Y
zRa3GB;*u>ND0Ca=QoQrab3W^?-$QLZFL~VjcD4Z}q>p7BmX+_J2j+HmX$_8!i?Dob
z<=y`I8Szw8h?B{7-4X_+kZDDW1tU<vz#Slqs&4Or!~BR-k|DO*4x?51cPYYF(^lMK
zX-7Nty{ovs$*?#y#cplL6dp`ZTbM{i-xYv?6OQ53QVMgLY$n5CkYHQjT*_39&s;3&
zTYQCcGI5-YT9ITJoKc?f<j}-(hrfoNeeRtCpa0+f*T?FIU!IawNK2j|4$4BqmR&Gf
zKvtfhD~<ao#*uIfbFYv8bAO(A?dJV}!DR5Aq&DlLhvT(dH!@ui1iyE+c&k497D0pS
z@U_M>_A7rzzs(34|Bhn6Hu4^Ww8Ook$vy~|yN@-V*l;Fd+h=3-twT>r$N%<qWxExZ
z*EYHO@41<O{Q~yv6MIG(@YGA(d#L>H>z9shkY7u>{N80yP(BjNFw2ex^rV3=S13XE
zqF~PZo<BR{d~_FgGRo(w)6S@(+VIz*yb2d@t4$#wv~}vAmr?J%22CqP8t?9S{X6m!
zaBAqglp*K`<!W}|;dC2?RiU3>TIFa0`<HB{pbVqdAyo9$w#~yWRh`9m321uGRpYcN
zO|D;=9kZok`hf&_cNslh<WwXTGmBNhYqMC>(M+cR5=M!jWC_JQQ(_YU6en3jR78`~
z*2ZL$od&XdlNbKfRN<04#CP@^Om;_kq*EUQeh91K`K9@Cda`pyWXwE<!nV=UJ7?uH
zzTH3wo<v9}8zj-hhzSaC-Am{2EWc<EVqv<_FD!<qB_y|vAY84`w9YadL<kVnoH`O5
zIkrZ#S{Dv6&QDUfcY%~+M|^(>aP4A+FuqZ0&bi)};q6FPsHcXB#T~WMl7<L+m#E*V
z1nBPqp??3$1#+n!w}~x)!7@QXo+=OE_FkR{v+XT#qZUY1^nynP9i1MrS!Leh;Gwv)
zjjQ+YwT@_!aD@)yS0R9gtTRipAnoAT_5(h4rmq$}X*)ab;g3eQ&OUT=<)*f-Uj49A
zYm^yruZTjB^Jwl8T9FRUFV@Hvm14vSfotH-rn|tQ<_`jEgrLz1pTq;ckgD~TerA8=
zJ;M9qD>kZr`m~L)%pud;!;P*PhNa$J`^rkFr^=T6>7oIqz+l5G@-0dS8CQzB)Y(R3
zZoa)u@ztiGAc89-1~U|h?sCnl{vboUL2Z2m#rc1EFZgA{-`l>=C59(V7i|K!618|M
z*K`ojqt_Cx+GEde=n>p$xn^Kjw47aE?@rsemc0pA%3NXj?9nT=*zT&{$~kmXh}_3}
zG7B-YJWOroH=a^wzJi-R^XzEZ{b5^5_{;_-ZpgN5UqLzR$SL1)nAz&6>-Jgo=E3BB
zgO77gZQJ@FfO&Y!atWSQ!mo2~5&7<@ha_F4y^G~G$|a^LDsl8!E80QgesAf+q|2Do
z;jrelJMPr)s`ta!3NYw~Vv{|s!YO0VlZ!9m=AHVV?!P?qGM=$xAIs%md+<&V?odp?
zdfSbxHwVxc?5#$A(#sya2(4IJGr&2vO}tYKyv!W|S!;{R&vddA?p%-keb&0JbnuIF
z?e%wis&B<?+=jqaoTd%G-tq88dDU5ITa~xpaB9=b{;zjOZHs(?98K|6o`zi5`0w7u
z9{&i|T6WU*66=t9uetv{-aejv-$T;K&RAkPBV_$R`7%!8Ot=;YGgGXpjHT%geEt4n
zyOXV-|G{RQkGgSTV?yl)$KB%u1E->(uP&xBvIZK-4*&e+hrfGtQ8zE;rBqUTqttuE
z$h9@MoOapUvv!KGWa1>mxn;lM7{+bju-@fb=@I^)(5FR(`<fm1huVX*yGgYnhIz%A
zskgtE+oW^=L1OG5Jw3l2{{G;O`xmVIMlb%7B?=vAY#8bJ?4&&HkHk8^cbB(r-nj!V
zx&Mi6l0SI<yUxN2`>yGE<hwIxUhdtwsbyc$sheXp<7f8n3jX&ya%j{SQRR)BvZ(6X
zw}&qNS|pn02xp&>nvVg(M|(f7|3HnTC(+l2QyXNC-3!Ef1s2D@Lh)?&W#+C|%z$6m
ze<7U|FWh&QT<rgrqOZ$+`#$ak{;zn;2K@6^m5^hJUx8oV`|fjE<PYCHj6ApQ$HQxR
zQQHf@v5)BlqQf&CfbvYB;LIouW9GCX)BhB^<_|po?)b^SJbzgCmG|j~eucin*JBYo
z*1y?(_}SMLdz$=zxZT!tY5x~zia+kEZC!W#X3do|KS!jx)j2==Ev#<m;SKZqdXv_^
z8-MZk)5(1iOLnd@+RI(h7b~berL(se4(j~4?`-2wx>xSLle{hcr&~a@x8D54hrUx9
zkn6?5Uv3T7agay$B-A1J&+a@sO&jUUo-+MqI+NG*S=<+@@;Rp$wZFx?oo&^9AA3GF
zVpFbd#HEd?wN5qb4NX0B|2{uq*`IiPI_lTZz-H=?s2%0~(%(jX13W9O-^Mt6xp}}%
z^gU_T+;^?r{O7aLGdK4(hxR^yxHq<^F$uLJ$dGkPzjxF6mDAjW*U2sT?eE6p*PVq(
z9ty>F-p(Olkg%Xb5fqkj&}n)tC%1!2p!g(8ti3Q!qs#vcdlR^AV{sk?3wsOVG0z+7
zp>x|M!eV14e*fm{{35$2he~?*e^wt<A93gZxp!xz=ypbo!PK|>Sh^?Ko9yxSrh#{1
z(<C^s_P|Dj)#mjG&>;{kwSbse?T2TVdrqWTb;+nh?CM@HA(d{Sfk2?>V5PL5&BhMI
z*r-LXG$5-+mVhb+XR7$%c&X6DO~hKfZl1Q4JlHeT_{YctZQ6CokAMpJ@!5^6Lzj4@
z_dbs*iay?ZzoECtw(%y+S@gbS26X%CrysuGc6<CrfPe7ZrOqci?v>s+s_LoRXn%!y
zxbN#)H_&$=?WpcCeS(nTtAtzRv`M%~^vVP_RWHpMxEeGKS+%`7ehKyB*XMU%au1{?
z`&6u_`aCz1`oDyZMR@k*CmY(FIKR|i;VQb8zWa&u!$7G#@(?LLMK75<`1qvd+pFW7
zeo8N1Pv5ylXi2{Pcj^`IvcJc+T`X$3_V&AsfBs!F<Q|D#`^A&f`y*N&t<>FNvJY)e
zu+%pTzPWeh+RHdYXjOWBFEMx^1SKVlSukI%ijq;L5Aqj)lFR*q6~*tlz;PBfLKnD*
zZkrl$4I_%p($0poEQa7!%U8eurrY`I-W`_5yVo0^QJw@ieAXYjXS@comI$iI2k9ne
z5YI;T^zNB-S?BHfX*km1*GETqg@06DiDK?{Z@t5EyYFFQ(Q_oJ22|DXlOU2$>TlP4
zeYP<et$X6%einMV_}9tNlN<d;zvTbWw{6q7?YEJ2y@#E4@;DEB2GpSy8Ad5EaJuSi
z<`a{`{2+0XzB8m7-!bZk4m=ot6nW&?-ye}7^SGyHD$hxajP+`yVl^TP;ex-Bu=KyB
z@;}Ngfq%J{{FRpKkW&s@{ec$qXwdci`}_^9J?9FyH3U7KBNu)9>Z6l#dhQ~k>9I6n
zW5D78>BDDre{$c%)L^^3bwZt$a8ap<(P-u0_J3V-V^dN67T?X0qR`{Pb(_`%TL(mz
zv&C^g#on~Pu_Rwg98PAy+T)5zmj?d0v+ggatXumUn_f$Iz8sIw>5Lk9_bhbuTbr$$
zkG;?Nbo~GakH7Q!!NtRTyX|L7{yunczuE0|t&Fv2R%-L)UPWPArHsGMbIosi>+w%B
z)qUMQqO{7K$3gvx$zQz=^en#*oS$XT$7e5nJo4Ned;Qn%LJfE0uN!&>5=-|^G$%Lq
z`J5lWw7U4O!i)anyChu1Q>%oiJ@+nb{}X@|zC-xdWavs7GiV}7e>rpHR`=%l;Ts42
zMt^O2_v1!N-Gh7g(U!}NT4H$sQhF~Ue|ttvb_fP{x%w^cx%VU^tii|auyxn8!FiWe
zYr^)>|Lv{;eQwiOvH8!4qe)+FR<A!<*K&VzU^zRxnn9a$p>Ok9bWe+)#~mc?y?NPn
zE|eJ>S@t0kwB8!EFiw3<XUWLsww#*Ik=<1b4r)PxL1DA#mM-Ybwv@CMRGQ;mgUs~N
zd_j{J)K1H|{(+K;c1&qpYWXav`!~PVKmh6vD)*}DiCZC^Aoo*1Q~g4E##Fh7=R$#@
zMLLwlp5zD%VU@oV&Vm*T@n*dzi~?PB!1?U@bZI;+Kz`u$<D;iG{QL5+3(1|CSv$qL
ziF7HTur#N-rBGtRZQ_oh=ZGxXEC~(DSs*13y9M(+Mb!?X;iNB=j$E3c!0G%rV!`sK
z2xxB3imXYksHVs5sUFd6xHEe}%7C&*qRDh_K1Xb<)VPuxZEQP3q%8)C_w_QziawvY
z=M~$7G>yA^Y%e{uyqw<m_pkpB6l4yc2&k?<O}x*367qA@`Z^axWXp?an)o7`;3bNt
zu6v@<dbEn_&m-XR*Zz#U0&?H&85&Vqcjx$~fT%jq>DP7D3R&#FgZH;DO>S)ZCG6y(
zV$dI;FE7|z`x8s8$P>6%BM<*tt=`=6)8^N`r2XU2+kW$`;OQu@M630GGX4&GY5HG8
z%mvr_Z6RH(kf|+=E|F_<JzxoHAsUY=<*G3+VOQ@Q!iBzFAszo=peg>{u5~xdh>-eS
z|1_NYX%bRi@i21aNPXUAmyPpBqE2s;KG;w&2&UIswJR4TPh**c5?$55qj$J}TvwCj
zv4Ov1sz_d*kGEgGUg@5EGT(NFb;Ypv>sJR$>Uo)Kjx8K1`svo!-do)N`ugkEJMfSQ
z*n8%h&8=7b+fF?5tljD!9umo|JqrRxtR|LB0PfUQGyd3l=6KSTs#iKE@Qw+?p`8~l
zm4x?t7LgA<irByV^!>)7+HHr1Sw|CHt$(@AJUjs%zjS)rknB!TWe-D@cP*C;0*eHy
zZJ*ZPac6}@M!{VI0tz6ge)$wM$Oo+6++Q^`di1>N_>6etM`BGKI_0O`l$N4vJv+;#
zA<!QKdJsD*Y(2*Q`g`-15OS0Hp|8sT0u~c@7_#Yej|Fi1#WNK<|Ni>ITIdtj%_HAM
z)I_qgM@xYMUTqiTl-yyAX&=^OQ%J5Ntd@!B7JNaQfPf}e>Sq4Rp6_WKApHW=r=QlX
z`{$pbHG8*g%_FRTerEgO$2NF>RM@jK*a8p)S>Y)Q&A3S73uejl%95wWmk)O1ZY+cm
zRphhBWNmkH96o<+y1O~&w>m@kPOoqE&z&uO&&An4dApm$hCXTE)N!}(FQm!S%O~&D
z^`7fl=aQW~&5QL~sD4hgwkkhp591e$Cev0RF=Fv(E|P$RIKMQza=H_jx(sUQD19`8
zsK+A)Qt0XLGfad;8%3pYL4#^q!cifP%hRF-dbWm<3OHq|$Ad=m$Flq<IR0oNVpj5x
zs0s{r3(S^x8>(T^o(fHoi>83KQdCej9g8oi>NG*ZvzM^|?B8l_S%<VWfJ?~eek*o#
zMB?LMEshKZq&u(OlUkYzUMvFpxB&j&YFAQ=)Gvr^C?lmlUd_jJfk9=k6JXqBKm+Ol
zBHz`brL(|Jd92$$-$vz$UD=+c)=seF9-y3x3d-%?KmmzRVzCgEG$ZLmw}s(>Jq|=D
z6)1{`UB&Ix1|i54Hq0$+w#!vkin^dS6Mi7;=$Nz@@Zjc8!6nu{tp2Xf{FIRtw=n)R
zz0j&)n32&9S*RK`#l&ThS7o!M*_F$cMdr+YE4(g<2XF)eV}e#$sMaN2i5xQT=%h0x
zo1uA31Ka=>ORUI+1gcXLC@Ce~!0MlW6+YY+O~H2#QzbJ<Xv}3Bta?A+BPBW}+9nZ{
zENK4=vwFawXWI^%%qJ#5GUGs&KIlJCVohP3tCiC<LEw-8i6*76h{+D&l9wg$9V#dS
zJqycJ15FfXMy8Qb-$fkZ<US3SsPB4%(9|kZAkZO(lCeX?X@EkA#us|{g(n+qRi2x6
zXwV~Jws!rQ4rsKn@>K>j_|1CgwAVlwsZG_N=LhPv_X8&1g37j#BE<5GYJ69L_dsxh
zu+$R}km~;dP39d1z#Fm>K))LfQITD<wG{vS^Z`7sVAh^Ly|;ZqI7|At<j83Yaj?-U
z%*1sj{mOiC*QOmXV}9VetKR52#uM&`N?mw7rqdM?>zY>^Gez2@#|r_BS1A*RZh~^5
zFsKiZQ)1}5fF4-d@S+Ig=mJTy%_{RXH&o36{!?rJ7!$ZnnJpNmc`KDkX-G*d5d<%J
zJ11J=E>Aey$N|4(7lWP#PC$#Ni>M96V*LnQ(%UZsesqM$D9TUo)<b6r9ofNoj^K~P
z;wAt7vf^{o#B}c`v_Yp?`nvA3j$Ks1o{T&f$6-<neGnSgtO99U8YP1`3R#4;EcPei
zr$8DBauV+6LC-t-Fh(a?W=Nk^8>|NH^L8{$2SuF62N$%lCLuQ2%0+Y;-qR4dVZ+(_
z`y2i1PHf!5LK2b8Fm(%wkc|n^5?}<rObVD(R+S2#ag5Zee#1u%<Q>rviU`R~?+!nM
zuWKJq`qsF9^QF80-Y3)w?FuHxnCCw$B=>AD!Itg6@(~36wK8q(v+(%}BQ)wB`of*2
zs3+&6K7JuT9_kx>XUl=n;#s_4kc4JnCbG@hwswlu10Y4>oKr)b5ev--@Oofb!%uWx
zshj({@5%V)ty|$4*O-_+XRq6!eQoV;><_ROI>w(~Kh^V~$z6W>d}PR;q|3W*IM*TG
zMq$R0aFlpcf$PYRZ+T7M7%tyBBM*x4Y(U-vF)HtU_5((H2wpWf^I*@ri{no>pZ@$_
z)vGX%BgYUsJ3nqb%546^@=>@N`*WB_nUr+?XjXbk5#Ojx6zgyXv;(&CJ$3jTCy1yO
zO?p8%OahPVM>FM3%*oqHhK84Wf+PO8;r^`e%!7^!mp^m-9YD2TUnaa~Ua;NvOVx$;
zLlsv(emRZ}k?s!qJVFC0bKe|#B>C9Shr^5<#pN$2%I)6vi<$jTYAp&&@j{-xO-xvN
zi5MC5o{#reuMJUH@EDN1a<vzzv1^P9C1+WufpIZ{fxIN-`L^h|HVYO4+@H8()JNSG
zxnPFuUVM&&8=^sD*s8&Vy`^cC?6?zntBpea;(LTW37j1V^@t^x7J;d-22!d$BXLO_
zYctj51}m!&pj*XN#<CXg$#CFtS!PUEB7NdIy)EG4^Scfh+K>FgIqP<z!RdCI$3^B7
z>wDl5Y=CRnIOtqAJm_7`sb#y-`zO5LeFr{iUuyR{r55b`S)!AA{+9h2JIuNtZZLj)
zp5sIrJ9qY^|K=y(*JBPhc!lPf26rphd=-9hH2vTGO%oUU4!zlaxc=4&%76p;LnCX=
z{X4|G&4(fn#iqax0oV;^6fK{NAu6*KTzc{--*HVR{gqvJ#!?s;cN^yoBvM>`l4s|-
zhS-1t)Ly}Rn6A}<o8wh8#pfW&q<k#89iVq*fLIh_0)?oj6nQ{Y9tgQ^c?3>6;q6@r
zgN~(P@~x)m)la8z32>{bN3J|Jt}WeLM)RHZAxIm9^k@nlz;0j%DYkC{n}A@GW7pz;
zpbnwsk%RMK*Wjp=J|-G3f`mg~icQF9ww<7T+`D+D(+Y^gnG)ONP7kwHi!ShkQ86WL
z6Vy=@Bq=7rE<Rj0Ul=obSEwxy>V@IiYUh~1WFor2m8q8h2MT$mq0eI`p}9O}scWjd
z3m`AB7o9p~g0eFDau8K~*6Dm1IAexBMxI8Xyg_uEw9Y~Odq@%yDQ)hC6wJBi9Rpcs
z!6#B+L&)<AeW&v%BX^;Y`-%ObzHA1=KqFm2Ad8s8>W2C=MpA-!1e(q<M9qU+`Ko$A
zXajtC_&P5L<Zuk02e=0nX|ott{G3eVLvC{8fU?vdbw)G=uH;GB%NU$Paywz(z)OS%
zV!BVsI;*Y@JL&Y~3Kume+YYP96Ak;0fP4r|DOqqDlx-_pY1Rnn;4Z8^Y_TUMxHJvd
zAQuv+98TMs){Vi@9#q_A128sku{2h<2L>{o+9Cdf=U3C%fmNeTP`hIdRjYhu-nBH8
zV8s>DzbrzX3lXC*)*i7GVE3bX{7D{wScHM1Q*kX*-ovWVe72x^h@M=WUp?Rn;o18k
z)Mbt9+OwRO0#Y&#SkSUrH&=h+oN743E#h37uW8f)L?Rij@!IL=jdJqvWS$wB71&+U
z<`_+AOV`=?5oqd!MBfFwOrcH)p0Xz{ho$&q9-+22!&(#?$q12~xNL*i7)uBAmWs>)
zVtPK=5hAwj3}PhY?U=_Ae;!JK4zUDx72&J?Yye0aV}y%@Dyv~43pbKF6ylmD(*REB
zENeEZb+!ca$|hsD4S>nmr}#6>js@76$5aDC&z}_ufxaEr#|30q2F_=>O)o@*V^l|M
z7hO?^P%cjZBSmoH0${&#8j0a%=sQ=J1Xa$!*8>0oAtvDjY&?Ck2$>a~R%x_*J>fs7
z&Llx@13)FQ0$$=Yno1Snj93wHft$jZvqn4GAe0ZpXh+g4!ze>K6~2Qsn?wR7(<?`v
zx^-z)wvSx1bAbp#Ik{<2+7>VfkwfE1bRFA&iB;K<kpp~8!QJkJq?i$S)m31K#s7a<
zayr3e$}V}H@0jdV%jIMXtX&Bm!)J*Y$q3ZQQBK{}Oy-^7s8UT9m{!!KS<?AW6nQ&L
z4TWF^?LESep%rPbK%VwoOgWti$doKFnx!+$6qBiUqX&&Zf`Hf?&m7;SDdeo2TPj;t
zc1xZXL97~-T@I6eu{O#~<+9Hl?sgX$%%jgkM1Yk0ER0y~ZS4`A%Y*Sp{SaEL)FE4!
z<in)odZHd7;~Fhhsvy%;1C;Odd%<Iw1}DSJ$PGzZa}(*rDp#xbWEoyh;?TihWL6OT
zm4IMcRGBhiI`!C!70AT~GwaM=cNa|em*z8_nv6p>Io<qrPgL88T><u$?I2?1DwWnf
zYey|4oNwlju-O^a)D>vzBP0k89D`#21Ks1`3L2v!z^<2HpvX?Hrhtsl6qv>V-66PZ
z=^x9Uo-T!DFR1nSK&JvXH{g=6%cKg0BD|DfF--XJANj6^C*Vq+H?5M<AaYA#8r_tr
zK)2%U0HWC}5b<pvewsWZ!#+W3yET=@1kcI1=$Oe^TR1|5YVj_O#p`DZ9J&((;Ike~
zg<L7ECPat$-gV=0zot+b9?=};@G_|lNM+K;_ym=)ghnmaqOnrtb?0cWrNriUK(gH@
zh{tU*#}CKrxb3|PjS;d?Mo`756Q_w2(4la6F!jA&=9Sp8kGb~7?H$M%=S#6Wgb}*x
zzoQ!13V~mS>2W#v?gRx^8WzhRV_Qj8x30Xsu=AQl6nSRfd#9WGY;HvPjNbW5Vrn>q
z^KgS^=#Gx>4L;c#Ra4X&&fGV?R#d{b*}6+y2D?qPYTlRXv+K;OJllhlt>+(YA56Kq
zD^c~}4!L*F!Mzbyj3>@HNgKU&pc=d*2SI<qi9r+>6?nh^aqWMgrU)vbqmwL!_!E`k
zZ(-a=z%U+)Pk`E{#B~*)7mhq~zx=GR@lNxGUg1X8o*y<HVs&ng<kXspC@e0gY53RE
zpM&6g5B!!$Tla5`Ur7I7#w&H-?RZcXg&NwsJzJaaMoh1)Wv2^;K%)4Voo^Sah2fgT
z=7<KOp%Ief&9m;Jo{A%H{#WO|TsLrf?M1Q3{cz~q%K#1rKCefcK8)>UUODaI&V94t
zlk)8D+q?e_TS?lJ|JSYEP)5fwt~JcG+_t9aEtzI9C>B+$MXZ8n9Xtln=n9!~CF<@V
ziTjE78vgpy>cLI+w~lMDl#4$+jT^mrxhOV{%r3*PoRji<ets8o^O|8~AZ)4^($|P4
z_g(3$ua&wU-H{T4s<?40_g2T?+Q>h<%wL9-T)(;h*|w+fiu{?#!4RzTlfet=g*EB7
z@~9D<BbFzqvy1?9BuDnAFSC?_`0>J)I{!dHUs3wIpYs;OKYX)VFu(;?z6wT??KdCJ
z?mT^I=gw!p_kDS@w<+}EgY%(+<iYsL;7Fhn@iwB&%|=9@=FhU{S3Of##<{DM(fQze
z)nm=E9YEUQ)2YVHUv!M+8(*5$bC371wa{<&K1C>)mi%;GfvUPaC2&PUPz5UrXc*rG
zL#w!4!g*J#t@yz=LV*D8Hpe><v0eYXy8Fv`Ac<u}1Me408G5?*6UARZa0?2GJR<q7
zB6uYE<kWzqCl5D@`-qi6ZYBHq7kr8%V5ZzsGCb(^?6?eiHQ9{r;6Hlr;py#~rCZc!
z#0zqtZ>VMS5U_)(I^XU;kgwzaBlpPSSfZ)>?UJSoQ2jA}nQ~?)1sj}dq>5~7@X{2;
z)|@$*QGK`MZ*URBl#H6Afu_)Mji7SL#U=y{vxis!O9K#MS57}12{gBZ3ayYK;y9H@
ztW8?UpnkTExxz2jx@BdvB`OYP0<_!<O$qXcGXZkY@RUN1my>WOh|`$qz!H#&i*<!l
z+jQwh7>sI66JwoY)RyUAH^4X^R>d<z_%ulHBrsfEba0eW$c?~HHOwbUaB^J%34B83
zC0;!OhEhC!H#tsF7u(X`BZdOOm7*o_ylPhHRI~siq3<CR+tG48kHE#q7(8GTK=@#R
zpkZ_c_k*@P-EnhiOyynLlAiGl1RvaXD1P9)eeb%K+4Jzk+6(om9;HYG5a6&T`M9h%
zUZb{p_=Dt7PANg}4;#%Tp8I#CeDK5`iF-gqQGMuc1Ek3M3U~DcO<*p5-&^zbw&PzP
zF|4<7T;jmo|AkXm`gbQ@b-^$F7+ItB7mk+xa=rIZXtiPEkI|9Gp6{L7*B89o%HuO7
z>R(XEPA(S^vh(lXV!pif>Byb8%^p#R`SQ;r8+FKwR#uQ&>DQY*QhUWI+cs8*$EW#S
z?s@!!zti6PKZaIEo)7VR5@pA}K`inZK2Yk$nYnSaRXG0X((k?J^2<K%CEPg)l5cI0
z_9y~RUqHPC<7b{7PduLW<V+Kgz!lpzUknc+x*^LJBV6$QZ^75N)JG`oeo1tR?wMS$
z%KP-B#=o0=u^-qgDoT$=kXPd*Uca_JKT-*JuIZ7lX!GkscMl+i@W7bdzyf;;=_f*I
z?owDtK7939qfn*RbeTjeS3D3yY46F-839Pw^s1L5adT5<rL7|<3_e65Wpqwqlx%-z
zYbX7z5WA!tZCaT0qosfty-G7^RX$<+LLPur#F!8zOUyDtUSGMZbEg?QbC*Ht(*FmF
zhK7q{16RhFmYG$&=>py)t(+5s-KZsPV_v|*8pa>yQ!8tNHB>?}IbWsJrIAGw2$Y|d
z%o<`HZsjZS<2VMt!@6>vLukfD&^omtj9{9x46%Sv{ko1z;W<Jr4rW2Y+7}qy0#t)5
zJFZoU(UU#aE+|D}$!rrnr$%1pZ4?<e@GjsHjt~o_ZNSLa#)K|zl9ml~NfyjdocMm#
z{P!_8zWK+u=fbJ;{RcMw{FGR9ry+8?)O{1*V`O`UJ?F+2^gI#@cMBTk(il$X*V-so
z3+d?=&@z%(8eT!Dx-psNd))u#{$HHm_#f^|a>rdiQ1tVG1EBiNkq>rggrSA|DlSww
zQ~M5uHEEjN9oE)2f4+LCqV@~yIPJU8;D~?+7oIwm4pv{>zTvlolOH~QzP@DJZuUE|
zU(bVI`1eoUA>nVPT15sFlm@@X7jk9aj@`TVpy{W?!NH`vod-WV;9qxVe2uUBXBAE3
zJ)t{KZfxGaco<*5b-IYxmoZGl=<QPchp8=vj6EmN-l#!j$V662WzmfG)6W4FS@-Am
zY5muz?`X>}_g-)>&y(5MKl<_KXMJC~S2R|Avp+JlupqQNWb-~CCdevHfe+A`4x(3Z
z0EeeVqvj1x0C+92%8rx}8?>IAhYVl&599?g13qC_x74N=3#Fbun}l>6wd1vlhgW|B
zu>H1Pq<G0yg^&Skbo|BB-K)V(i$lkJ+gbX!P2z5@9Gus|gXJzQGdr^5QsO?M(QUSi
zz|lwQ5L`LGC=@LPsbbl@hgiuFqCbcP#1J^6Cn9qL(}_0oiz*d<>Sb_YaAqflJeXvL
zI4gBhfW$<b45P}Y#03SwDO_A3JqbTgNNopFBKbbX*U77eF?woSG*w|cZF@i?@}Bme
zT03By4zij9;OV$F;ZVA+O5KVXo-chE*Yv`-Eoce%T2bots#s5GUs`a5J|eX&fQ28^
zJ<>bZPI5s4=a{^6v;b_$QZ-qo2f%)J$v#*W_q~i57M3NWdhkc5x&~EGJ>^5;LLz|v
zlwTNNLOq2gSlJ30{hn8}lO6}M1==*7N*1~i2@QsQu#d5ljD9F1_<9p)KEcie92ndf
z&CbA<yp-E}P@5CF7Emp^E(NgtLae0efPn)aqnulfciaq3Ljx}!WkYsv{6?d31eKLc
z)j!|`4ICwxJt|mC6%I$IgGN)m<@97Jd<T)OGP}l1DU$ClSO>kZ60~uf_)=^Be;~=c
zphK(*&K(9xR)bGqES1;uogZ;i0Zb7k?!Df#i>3@fju7-uc_H{)ME_1$19>#bY8BE2
zv4}{m(o%kT>TqESM>qh-pc(%%i`5@KYi7rJP@oXUxD{_VAOOH<P|+)m;h7d#V{|yY
z>IGn;EED?0eN@eM(F5ZEGkWnXD3%u^lo3abrsN^WHCTSCWHrVG#-&y+$@)hVx=%2;
zj()S$_J7E7k<MT0t(zbch~1N<Pa|Hy^CzdPw2+j%cpc_O%q??6RL{JELs;TXSdB(9
zn$t-KNO8`fEY_e0K_i92fx`vhgcRdJM;Qatbb*sZz&)&$LrR1WL5veadEaO$MKEg$
zX@pbqu45o;!H5xJiR+pPqsIz_mchTQ@mxS*oLSI{*8*J1e%!wZ`2c)~4~P~h5Nv0_
z2EWH`LW_NNrdk<fAY-(|z+l~c@iK}g?_Qe)pH(C<m*Tj1-RfCu+ri>7Ce{gH*F0PW
z2xx8ub;dL-wQA<ms$sK3ww`1*+q2bUT_Cw@Ku9$uFwYb+kwWqd%79f<xQP;W7j-ak
z%%27is4~uJyFV)J2Jpt*_*X{#N=beg8x9H-O_}+RinR*qa=Wc3u)^ORBrmtY$RIsQ
zBL`sqv{{@-5$@L)3P6YAoC@oBcRy&5Kksn-;>FQlF*_4$TkdZv2k1v<Hvtlhq@cKB
ziMn=j|F1t==Ux=v03Vo+U|}hbh+AJLc<hKyxeF`4KUk&s=k4BY^|eQS{lmq!?@s)o
z!{oK0Lm_WNAkNn?V8(?<0CDxJt(Ugmj9sVR6LsZBIp~|WIh{YRU(27ojqYJRI`G4t
zXSbX}Ty4I-^vvd7;)4|VhELxX7WF|N9gV>04kd3+xWSy?w_#CK@eLuO_2uLj=_{Yi
ze_dZzDeEo<h3wenhLk7@L);bhCwG&?98v?rLD05NwTNpR%Ls70f9KDwNn3aFGY=Wu
zBP-I~BXt+hlH1Z2eMU*;@`NWn3>uv8X=xY%V$l(vjARj7fuJcB)7t7@24>MZj@vYx
zi#$hEcZx02Pd35PUW#xya7fP0YqN5LW3UdTgj}$5G$mwJFjp<;Fc9st?b@t?xJiqF
zt&kw|lMpLmSzSaCYS<{RcC=?%^YcL}RWQGhIHxJ2R}e7TnNQ*6WYn;)B!jbZRU^`a
z1lS2uhQQGUzCh|8=cVbXAg5JchL^CUF*+UMWD=LnI&*YN@L>C3iNgdZh&}<QAgWfm
zG^bjYP%A*AeOw?$taMHsoy|Q#9^sSn<30|gJL&%^DZv+}z3K#<oO!Q@VDW}U;>!GC
zflP|KEK`=oarg`#EdU{CP)-S&rDLg1v))FTlMsTKQE22USI`2g0j^diSk2J0J3I9=
zWia4{Kj%tTDaSP0NrU(YI0_xsnUh^pY;7um5|LYm4JRxc_dNGeT$2%nlB~xGBxNNI
z#ofoSQ&NKzUD>RNDHA%WrtxM<DxB#@a<IBv+0<3a9CkVnOQm6pe}}S`TUC5YF13s1
z##t8iOI`p}XK3&V=-|SFNPP^{Sx~h&K?|@|#$?;bs>QLkrs|H*Ac;bI0Dfa3We}M#
zw+y({HOo;P=A{!B_!c?pX;yNFK#hfQBOl6+i`M}RS>M^VIPc+OpQ0hCHla)Lbl~E!
zY60sjK6U`l<EkgzICDy__oQ8=Ts>gpC?^k*fzQ@e4TwgUhdVg16S8Sfs@d{Lt^&FG
zW!aeI*plLIUOE;-iF4?xZk4TYKqNtGqm>6sR$Q}gPBIdl{RBC$z&I43=w&D=<K5C_
zDL9&F@ok3L=kn!Ja#yR$nCG7c@m~S#Q}#Pb-B?Qr6e>N_8w;C-17it+VZJml4(EF%
zUDX5aP80)i1MOs9By*vkU54|(V<@ENMAaCVJJU$(56gyoq!K=AwEdxy$3-s6q?nur
z5W}8|yS6~vRzH4ov-7U+w&*>^L;jDbGmlC#{rfNqv6LxDH85@nB-u6!r5Gw|q+q6H
zw%4RWnw1MWx#TWZFoO$X4K%1Nn%SylF69^)gHoiG)tI1?nocF+QZBjlKEJ=-bNn+;
z=LpYp-}m?ae6H&gx1wsPKr&yBDTJ&IzSbb<KYuEMCKA~U%g1?S_k3`*p*w?^m=l-?
zuo>O$txJv#Eq(R+#mB3kUB0V=Jzj<$dnYzYR<E&V6rC{(vMKm@vC#V2Bl6p|e?JEw
z+1PV;!{w^$RXO}kR~W1DcQ022)IO_-GKsBPQg^{4=40f#hZdVRFI_*C_`+k!mO{hm
z#FrCCR^Jr;gIp1Mt?y3emE%{h_`H5}_R98P>Gg=~6$M8(!G1Y)=BJ>SpR`LzojYGU
z?Ct+>de2+p^KWnOK`Memnrq%v`0VW7av%(V@$4Wy_1vGacQtJ#e$*nj`F!f`Eed~A
z_(7)#+Z~k=Uc@s8i+lzviV^#6k-w*Ay>{?eR=w~?s-2WE|K&t1?9cd{-8Ta!`M8Te
zw@u@^!}QxWc5)g*uGgh*Yrd58`?*&quWwu3oKsqwpI>tKvUbI7oJ;3%C<_5x)rkpf
zcM(gs{Q3FG+hb2e@7^BoS@qH8`K6x@hKE!X?+HHsog|*!xNlXq{g*pFA$v~LHNyS<
z{{6S|lPGBWk@vsGoJ?$FJ^MTI-lAmB<I444Zd6o$o_hUFb!TeByIS|!2RqBFA7423
z^NEW;AJkr-KI|V-yBaohX)d+#^Y$0d=8|t^Jo=J+`$ogQw{IR*_T9Kq#SMHkP(Zyp
z@cRYiijW{C=oDzSb1-3W@o3$QaQL`$PnFDWsSH6Ly>V|iZC6ylbN*ikc5#D8R;!Lm
zd~SX6Prv@=YG2xg@0HPW{zFUFtFY%s9=dH(+rI&oZ7ueHTzfGX+IHydy6B3`kE<W9
zS$-$SvFGkI&Cp&qo^tPIV^7TKpm(~BD?9F91vGP4{@F5TZ2J7B;?BP-Dpq2jUG{CY
zp#?;f77l<3@${X6ein6++(|y4Dho|g4N-CZoMZ|lf6zCfD<CvlGPeu9_4xMaiZy`U
zAlKf0jZg5J;tEI5YDXZ>1v2q+v|Ul*$f#me`4fSkq8)0Yt|*4pn42~zjIJ$t5-W>@
zJuhe|=xi*6nzTDOP@11N@M)#Wl11)XMQf%dRbY215=rT5m1J=;#!Q5PyBz=B_q&wO
zS5T%UN&#;=FIUiyv+cC>>N-U<2s%<At%b>6Iq^wzfet|*A;Xnihj0Q+06?4VoP}+w
z*O6|Ya2a~<XFvU%QgC-whQ5HF)~5X`uE}!s4K?WwO#+#Z6Q?{hn6A>*koEz(ME(Or
zRXh2<*OFivDCdT*@Bq}9=L9K^<2%`c^tLqz#6cLMENHfm4MGON%UOmYr&Qzjj!y)I
z+58l#uCw%MiuP0)X-$$0CCxF(o5G1EdlQW<b{L^we1Kj(UgTbeT?n;x`Fq)|lV5GC
zJ1@0#72kav*z@1$j!hLCmNz?=_?J|0nfBW*T~B`&`I5C&_^7UAtFY?$-g{V8Wb{zr
zc*9(vS){W<7_E(MBv2$dT#RAZH~fh7y3NIO#Od?h-1C3!zj^rBn^is0`_#u*6Ni1G
ze$IO|u+jeAo1FtExATLKFWn2o=XUll^?u#&DNNbck@wS!=gU`X1A8!=Rnq#67hQXz
zTo3K=+gJN#^KaQL`q-YOW+9bTf4;o_?){Q<Lf+qTC+ar*`q#I-hDWGfH`mp^y(nC>
z`qzHxn^j+W4za7`$cmi@*M3MhC(SFrHh+N?EIU=NeOJ=Z*)#If!MV-tqKuCoE${b!
zv)S!uiTt+ZWq<IM*}YQ4L6(0`k$>`FMrgvnQdvj!`&xh!wRSlAzWa#-Cb_#GAJ~h$
ze(2V{4O>rJR6ot%^sKOxg*XuWdf?fi^TWQL-o7if>wm(wjISzD5V=vOcD!d**S0?w
zxOTccg&(x68`5s9)ux_YzaIBpy=zHir*3xJSIyEhKJj~wmu0ZtGu+jzu$Bp0MML?G
zihvvTCw4N8=-TyO_5?otA}a@EXNQ?}n*n1!mtx1~lxAXZ9ihI<Y|N`wRzwa(p!zJs
zApzEjA5uKcacOO>Uy9gPv7}E+(>8y+8@VCj-K&pH=N~-%<=E-E8vE%Pj4<0q(PcgZ
z@*OxUL0bi|!<vRMfL5$+NjO8+PTw>z8mLOmZY*%87O|*p2!q=!#qK`=>W{Jd$DST1
z(fOmbUsP~6I-V2;Xf{TY7F><y-rY1LF?vc~2ne|NlDr(wLQOBrP$RbF>P;<j7-^bQ
z?n;@s(R53`*2~)d-y`WeZQ8O@je@R%uMALvxYVwdPg$TmX$^(Kd8D&8<Bj6l)~??c
zcXhiOh4H_vbK7$}<)2$OHYNUE=XT`i-rB|k`>SgYt*`rfd-dF%-aBi8qt;Zt_I6nD
zZEN$}&4fKGgUHYSic+f&d+rTSObn|!z}kCpUi19R_EYzthgQW<0YYj8E@H>TN+SI2
zu|KcdM4z)d)Zt!Rr`=Ir6|;c>sc`&>c<GSpr*$cZZo56bW%&NfwnG;VaqsMmzgf{<
zXLy$yzoK~0k-Km0m#ugcawTf%KL4KdkDIsqcYce#|FmqId)A<XXfUt<7&4tM4$<A*
z`TV<hS5wQOdv9DB^{*eD7vA~p>-wrdd{6Aw-%kj5HZgB#yF(VraBkpow`Ju&cXp?X
z4kg~6I&s>w^2V{c(Vymix4iPMA-MUX)_?CnqV~k9y5rru|2WupJLBfvYt=7Sl=}($
zy=R<gt%3zoL9XXM&%M`EV>jI<Ar9UD`_JOUJ9UYFrLIbO@VPw@|7^P>;Y8rBtz)6*
zdu?WYFyFy7Jq0ICj#0$f7UA~@@Aec6Hmx~w(R>>x#C`1hQSS#mIhDT@W@Uwr1lZI}
z3sK|FR>BuMiM9jEL^;H}FW#(uw*So<jFu?2;)tt_c2Qub<hy5cIF`=NMbKAS0MvPY
zJ~_C^`_9RxkI%1Md_3^C@)?JrnWoZjXu}bTERtftj$2h;w`=d=lfTAX%0GAE`?F`~
z_gZ$Yc=KYza0%Dnk-0T`_4Zx65C|68TYLe@#!7&W0a)JA-bX5M`~gB1?EV3I-wm53
zT>boH?7`{Et=%f)_5-gUA2EG%VRJ;(rqR<2+Yb8tx&Qq0<6BLZe|2B=d3QJMr}u~b
z>e8=><kf?hnyUwO3h-mGD4O+ET8Y5zszqAu@aDdCd7XZY-(Pe4;33G<GNnVvny&Xz
zj}4yR&+DZ-1UD~y<-?BIZ+H3WQ;_q+8$%9FZ@XXB^S;(=zdgIIGkPDt`}&3de<NT1
zJ9N))(ehIj<j;_bk0<T_xs|upL}vTSG?ifl5LVwhFwgPN-yI5m_Wah7I>Gh>`wr|b
z3;g#$uwZrI>9zyAJ}><&(|@G()0KmX-H<dsMcnr-b(x55_S9))%bwNb*Oug>;7^-w
z?!ORL_cJtWnLT0^C<b)U(?gaH-~_8GGgTT*^IX|NYsv0EfHN}7k7jK81vpypfmuXZ
zSIV<%Je#2;B%wJ_4hI3(O%?<<s<=$3HllM}+Q${R4!&;6G%j<3Qj^0Nf09>gNmCJ2
zp`%Wu<1@3R);v!N$tot0(qMCWP)b6TwwP<Djdh-_#xC*tDW1$M5my93&n5Gfg~%*p
zwoYKx9yo(h2t?WsLbDXz47yqAYhtJuE16C}@<1_vxm{akHISjR*+s?~`>K`Z?|Jm8
zxLmX_=#xOSKrBP)%btNDVwr5jH?$+3fJ-Ff@l*y6WmVEXoHk{dnVyT#139nxX-tQ7
zM(d1+7u)CeR9k2ha5D2D_m$wTIBVa9%bc?LlLPf_Gw7BPZ#O>5%}{`AHIiKfsFDFd
zloRx&2^5(y4EN$L0_2wcZID2-h$QiSjqsFj7a#)&=jvjdlJv4bCwFlXZTY!zG={4B
zNkEPq&@*|Y*e4?Zjz52lg~64+*KwxG{zY5E8q_p+m&RtYD{#EiD$zY@#+fM5r3usk
z3IlSjsXu8Xb+)Y!Tn*xI;&R;w8o=KpI2sm27BC7DKW%?c>}Lwo1zjwIm4#)snXxHI
zs82yn=P&|93L(gQAwG^f>$k|5CFSCjIV3CK51BmTK3~#=c2i@3IYXc`o&+ozXX%js
zv?&~1MUH?ZVm{;#k*s7q$TYvpY_SI5TXc=W$xiStbQ3zSwPet0N+t!d6q;eBZ<-hN
ztW}a#gtHS=j@3fVT_>Uk1KD~p2ApE34`%>_*^W@Qx|i%)fOc@=u=u32(7+i=9|agD
z$&%VcVxb?zTa=gYf)kg4E#sLT(GB~vyf6!Mpa4Iaaz+;h7xm#2t%wF7HYOM`^MjyJ
zqDDhO893uLNbtdqHpDU13RJ%AC?&iQOjTnvs7a|>IolgYu*?O6SV9BAMot=m&UP`;
zawr^_`NFkyLNky#u*N7E+2h{@qKOEIAjkCsCrK8{<_ZIZ5uq9Y1k%Y~yn+My(hx<i
zkkS=i+Vp<fC^Qk<n=nRAp!WyBRpV|biBUY3yc0@J^)@=A+@Kb*rc7XlJ(tp|9`&7D
zxHg-GcgZp|PzVWVO#aJ^x%}2RyZ@5pDAA-9YHBurRbXp8jbW2ds?K6qrv(AR;LI0&
z02igsS;$nqcks^Q)&NsDUmOO)7>!6i@|XpH>PsH8jExecAE43A@kZfHnqiqwzRE{)
zO`RLb-Z}*Eb@|WAG7&K1f%6`lG;yMJzO*)}sD;>{lr5kPSoOQ-Bo(;3Q5qH!>^$nM
z^hk4-@XE3QbXVSFuX7Vaon3VIqY*G%&<RLd8!V18ZjJZ0^q%w8+ljhj+;bB7BqdWV
z3zd~zXSaJzxcU&K{?}Jru+YF2ORc<R-fbEIE$MyqqvqM@Pd+DJ9CG}$*ne;CYq5Hs
zf7-9tE62xY-)m8W6JfuxZ?=XMJx+0;csvg601>98BfCjJTCg?Tdz8t04<D>adHs`q
zcVhjr9l@8=kF5V%l_@#xsQP)Sy6-cF>j+sw_1SXv;a=Wp)!9A2f7tO`WylJb5N#l!
z=Ux4>UvdCLy4Qt|moR}<ZqR`9l4W@ktOT%AC0ApjPOe*HJALExuh-*Z>JA4ZvhT}V
za)UnZcf<`5pWm&|=wjSjvu?v^)urypsFFa_!#-lX$^0$mr?{Y5b#QqSQBhlF^}mOb
z+h8S~bTEf3|6cHG$OhAk)7yehm*Xl<Y^eA}^pa7$HcHnK@-(_=3*g3HVjR0;lll3`
z{fB!m{S&t7;aVT7wVyC%4HYX9y4@i@UhznV52|&;ruvfTbA^Xb4<ohFm1_^ayIYJi
zlLiY-kgl!PlhN0%zM5L{_fDV;VYlm`9)Gkd*fjX5zhWok+`+(?A)gRm4u{vO{y0)v
z^X&6<)aPGMIc^d}>VmD7D$>2*xNQB0RN=@B-nsPcyNch6KcD&h{n2;hhuatMMcGGX
z-mEis$seGw?O{ijvv_L{a@L(ca{6%^VOOK>=%aT}j_#~F{SE!ntfEeFP8*ba1+<!+
zu;f6|4xzEu<{Tu@A~XPQ3NoOcz*~8Q(Ij40oJAi2gNtj!7D!N*2xGq&aBYbNX6O0z
z1gj+DFr+Y!rE>kVH_2d!r42OX%Pp_GZPBIJ4O>UhW&{Oe$~d@_Yr9j%d(>n-A7_Hh
z-HuGf!m1rioSV7e|Bdli$OewP5$bx{RN<j!%PVs&;(Z5dQMxo^t<X&ULBH5cAkYka
z;FP8WpgeQS>#Y>putk*CXidP<yzt?vGSzqi3L2Qa(|3kM#aWkqISb-`mzmo}()$zb
zrhF|v0S_=E%ORdpqUM=0A!%t|4t{3rbf6b%owdcw)Ql~6;>uw<BT>D$i*M?hEs-0f
zA3~LUX)BPVg&Pa%xh=@pDKXhJpA-1BosBMJh~@5VOS9>&VG`;7ImRH6C7dSN()VLX
zPhz0~?6aVVL~Mc3FiwOoM8b0IWg`(TW8O62-U>D`KmXTM$+hUg#7UUVyrL9ooa9YF
z15;5}0xbz8_xu5JVoqv7C3AytB+cH;#L8SBFhXY6h7<JJc`xd;&KNMo1^{s;k^LZN
zqkH3=o0TAE@dOJNJ;N}WENQb$5RlymV8>AcpVgiwRtmy*Bs(7VpR6d}yAL110pl|M
zmgkUa8P;*ROgSziRy=H6jG|J($6;AXiiHF^9T1p}0z49@jKEgBnL}{k`#E_ptQ87K
zmz2>+$|T5)1x|~DTe2yr*+f&&sOxAdN1EM|MXGZjO$5b+gD|aO)Ftpj%|MEw+O9Ue
z5^te^3EYq&=1B%@Ti!K7{b?T66VH&3*9C;*23aHC&9jPbBJW9>3<<Xa3hh42AMkaN
z1ol`W%6WnS<26!-QUeB)6+b}Dp>Z*ZkSvz8O(yP6HDxzp0n~{^JCE}vyGJ6(zCdbD
zOdCp?3m9%ThZ~wkz*Bv+yum~#&|K0?PI3`@1cZ+atB)fm<voxGh7N_NMmo5IbrK}7
z<N}#pUF6gl)K!V4cG+R{GG2EiTiP3ukXPrFxd&4+H942r=UnF0W@VZH)+|@cyxJ%{
zLftWVcwAa+UK76$YQ}r=Wo?o;@4;+<?NGdPQ4)Gk+!8WNETE$5b#{14)7bFwNjD**
z<a`*dKcVqGoMY@_wE|hxUA*bSB&yzM_r1yzq?+qD4@!|zb1K2L<@zLyCUz)DZfCy;
zz}%*tp$MXSh6H?-E9sY9u}TCjh+9%Qa4s!0dJ3QFK(whel$y==CrQ!hey(IrtRVX-
zgBEg3Z~~PV3>4jhWMW~)X-z<E-lU{G&bvmaq78XNROH0P9KiFa=;%lXlJ22u2pq?u
zNrf?>N!{Yy=@=XX0AnofCk>j3@vQb)kuF0S7fbRuubEm1c5>Px%%3;q1bTOL*~vsx
zT?X1%nhBXESI?-30I)}o2KEUE552TtK7S4}jp4x_BZ-mG(_JE1yWY!|kkU_VA5MnI
zjUqfG4LgUBWIFk>ba`{JPZH{S0a#dTd!k)=p#`vcy)nwk2WLCc0uuYsB%B<D&2NDu
zc8xHt%DNaV<Mgbx8!RqylmII0rWqs{G_X7QLNGQb%=)&{xz0!q{Sw>~PAMr^7$Bmu
zxKEbFBE3gI&U~70fL-Tsj(ap99nw;9Gjap(5mKGyo5s(9a99}92;RxHjWG(DAMWR3
z=odrTmblVYN}Ed0)JV#-CL)shp<L1p{Pkt|t<?%zUV{$?+gdtUL?R}Sx({p2tyOVm
z%mRv=1FcMEARIT7cLgMh#W|cDND&t$;XR!tTcjy9Y5Z)gvxjml*Jhjw(c6x>0JH1#
z%W7-?%mk8wg7+mkgG0?{`rYVXI>bB_F{4rH_94HIFa>54tcI~2t#Gf>Awt6U4uh4A
zKFhDejCdnguzDwi(+)A|Wp!nfVB8j>2*}q(j}sN$kc{iz))BQI$v2G`Z^mUc-<-1E
zPxg+w0PB^2M21Z@(gHvOIC9zwQC?nAe(G6Nl%&#|K6xN&dHF25(>Z@(;&e$;$ffkn
z2lKC9*yFZ6kgqJ7i{0Rm01z%A$-t>j(KjU)4ahqr#v18>(Cx21om)>{8(G->ZFg7t
zI`3=x#n{_4y;6~nYk0EUTX&{@11{rUk~v^zPR$t4n;r*qWo;S^n)kG%Kir(sFp^lt
zhY`N^las6@wv6SMdDFd~1EKnF%n_QPk0Kp`+mtg^+j2c$b4n($Wld<A`CLb#2}U*C
ztcOblLb#xV-NP}dowjKc%4zd9Qyoy2ZZIH_r0K})`~mtIxHh)C3tS#58G}Pyz*eot
z^Z`JIcW16Cy=|ryB)hxxyM*~9JVGu<%&I0)5cp@MUz!C~Q<O{p92yf5*{Cpz1wyPy
zZayxCz@6(;RIh3l!l``W46z><w4g+LbcmjU<fXHQG5Ba^D}Z`AbMN_+`O5EBKR{jv
zV5?kyaHF~TksqLs^p`z9Kx6Hlbo%VsD@H}@3rgS2`;O_Vf|=(9J+{v>FZEnn!~t)>
zPp@AM{Q!~u7G+0L1$6C^VD6Je(n<Xf&^<iU(D)i4E4q#Mf}A`NS-yi7B^^>Hw?FP(
zwwph4dS90~{ho-zEAsW6i`))cEKI|QAjW22S6YzWwy?gzS-WYsqciXVW&7Jq*}}C&
zPZj+$8fmTMSOdVYO@lV|-AUpmb}rkkE0!4Q%NVo)rcjZQ&V7)K9A7BVqLIQHRx`p0
ziwY-qyD!zM$P{Zc@)cPMjoBq@f0Yx@$gBHc(~;aZ2Waav`4cR?MottB5sqim45;SN
zY-<>78X*#LgxMw2kQpl<B(v)W=*Se5h{m9(d@I%mA<GB?L|$HGqQR08kyzx1BGnoj
z7Z~m4LqsDO>Eh?$3Fm(Xk{?cN(*$4%v0f0epL|b^L_#Ae4<xumZOlM;Qd!Bkv*3fZ
zsNgjd;@iTm)VBwEtKE+T?|gUI)@)ZN5Tg;ler@qF_eRcx`5Q>Yh2ruRvb-Erv{Z)G
zC6?K;+Ge}vFV%j1yE*?{)Pck+ufsOfc3)(L{Pt}3+t&_s=TG2xFEpTnoK3v#aV7({
zINk|7|KI%B^XGnM>hhcNUB3U`<5nU0&u%-DBia#|b+a;_RE7I<4=!i#=a%q2Z)>mo
z?D5y14=qw-f3^J{(ZO0FEWY#2H2BPsxU(*Ao)ra`KIAo7k2h7laIL_8`T_c5*R88t
zg24|9)(}mZCPC|~2sc@986RzZI&o-8OSR*z6ZG?)(j~f$ci0nyceni9M*IrMhk@xb
zIr)_}xAkJB&A}dSO0W(XuK<#<KiBRWbMS&0T2O8O=7)vQ-@UjZ@_%pRP&IZT1T~wr
z!S!NyVQ~3{pH{7cE42BaPaM7V+mn#VdrjA7OSs$o$()aVp%G|cG|+$k>qvlzCY>=2
zNGzm?<Q%L{A|5ZDL#T7SAu$X<4(_HIb_2z5hRLw9ad*o!pb>`1Nuu$~MEFoHs@jQ}
z1sDUTiX#7~FMR5(n{pH3<W!vbxFx7NP-hP%kb!_U7N4jYJO!eeTMy3IRnb4GwCxm<
z`x--S#^CaLC@r!PiZ|OZFI5!9<H<o>-SVrRZCi;c#;Lr;@d4Ff8*zneA<brtC2O;c
zfaufWLi1`0@|s2&>0<<35M;VH0z_jhp0|>Wg9dVO;0EDxq1YL%o8rTw1$yT`&!Dgd
zOzA7zjL58M0+-%oS5TCw2FNgx*pfCNF<OM^gGEvP_Z1uh2|IG`Ip8t}6Pzp{iu^e-
zAfMDGL86D3L{ewldQF_MKo^cHaoXxY#LP{%2c%?OtJ8`kAK=6hI1*RncglS7NlC$%
zHAWcwNnf?xBMTBM?J!f1Kmm}ZGb)>+w*$?5K*)>*4fr&T+|#U$(D(uFD$Lg-NQ+5a
z2tS+NAd;soS2+s{;}9sB%!I1RUKbi#CSx1=fCp0(V46&-v4h5iauN;T#xmG_q=Ggm
z$}Z##8wP=fUJQttL-h4c6;a(NdSAUwTQNe5lOZHhthzTzmlhYxvq}`ZDKw>%0%tM}
zLJ)0guaD1l-I}<&;Pq+9!vnJy7sw%@Fvw~5XYBd+DYzTNhQf=Tb$!3xd9rKMrSGsy
z5qFrYADw%)XGaL!!+t_HI0$=LRP9vTP*_Oa66&jBQ}Ap;wSZ(86w_>YyZ`O7ag6f0
zn)i=IqUfLE%cY}E4Xe+yPZL)(f~e=W1PAAaeK~%@@OIhtJ7K>Wul@E*gXFWn!ZCQI
z-38@JQxQ%!9ue4!z=t~#fC^k{bfGh<<4epxcQ$+?+f227#G?-R^moqxo_|&PX$f<6
z0Ikz;9cT@A$@GqYyMXtzkknIt@LALstDx!aSo@7;7fV0cY^y-y9GScMOAgy(;8LQ*
z$|gV1)$o15Nc?M1Aj>jOqR`NM0VF(8zLiTu0BYezG`#_2$a+BL*wJr?3QSpQ$y~(F
zbMY>{?6fqvnueW7Q-5eDjhHN$1+``4*-a@zwGIjFUWwCG18s1j9zd6p65KrTW|5#Y
zumBXeGYbW<4l}ZnBt>jBkGi-AY;&J%u3c;>b1rcEAXR|8XSE(pDYT><T>c7ceRdzW
zY+M=HWHR1@tnX7sDwXWoSl(dX2XO<<dT`oi(vpG2l&Tn6vcR-t6)q7N9~89dsUG9q
zsc2{h&`m3IZb1&mJDDMXE@L(*L(lI^{t%E=CI$}%osv@N=zfc3iZNd}-6}1{Oeq`*
zGE;_gt49;DhOS{ffS+jujN4XbF%W&m<N5LRNisDV`if5-pQMn@wo$aI;Q<J`dA1-Y
zgId^?A}A?Hp3C@4jsZAY;Vc*p+*MG<2MmU#pfn_z!{`r+eo#o?>4nh?IRm()HV1sF
zX!c2Z+XrwXYQmX70;Siuk%<AVaK?i%SD<dv6*?^`YjoeZP*W5jAm)#kNsRR{bszoi
z;It7uOb!L8lysJ6lmf=+OuD>PI(rLnZHh1;D<W->rya<3ofIPR5iD>R$fR1B(V9@I
zroZX<Y8;n)lR(O7XPT`(krd`U2|%9m^7TNA%%esq%j38E#h|+MhWZ&V5tWB=il^e~
zN4sKD6T1?}wdbjHVs^=Wns1sA7)$2b`<gg}<C1J1OO1m7JtmS}kV9(LGk0OJlsT^t
z(bH|&*s_0{&;tvg34&WU5$R0P!9!xlfbKxJiDw#+X21bdeOy7l-S_L^95ArE*bj;b
zl@j>Efm;x9-UPrZ>l`1}NU;k;o<KC*c>$241E3bEf~py1>aenbui&#25u{oZtw)<J
zo&cG4hYSWHN(w%EwRSs?xmX5u2t<5Xj2t^jv=afr5&*@Hla#(RX;lq`vxMv{Lyf2@
z$Azy5872<7DkY#C0@{IrX`M-*A9mAwrlGRZ<m25OCO!HJ+$%@{h!DtLstF>d1n9t9
zyV*r)8zjmR8a#(x9~HI4A7omwCbyhu39$Mtp+R9;#P-4Q<^#3cjdknp#Vm_n7G+*c
zEx$62YPx;<w@w^?_4dzkgR4zh{;0~A+FLQP*Gtcp#6I%p;4(sp;-%aO%hz6-s;#(e
ziFN!2my(*O>sEK(T-fk-k7V~I=7l-{y<Z`o{p=q!N!9Pz5^7q6Kfdqtm-MS;Gcgyg
zN8?Pb?;dmtA*KqJUU)-g6i$}oPUWsaqFYaI-n=q)?bWL3wYCRV2W|n_6-1>NVdC{Q
z8xh!Ip8Th~$3ooSO;@b;Odj~R$K-lBw9ku<KM-}~7plm^bMi)x$i(USkqtudzo0xi
z0L^5uy75Vb>XIg39YZLP5=9uL5!R6wV{RgPs_YM#pAiZ=(m3V=wOu}zM14v}M(2}~
ztder6yK^lX#|c#wK{HsI93o;|85fEsLwgF^P_~e~>8`lIL{&fDiB@RASNSFZ=f<H_
z-?_mIttvn?PA10rzVfIS@_1k;mojjD_?#FP?-Y@_<D6e_Ak(S}2E)nVlTuB}><G67
ziOLqXhUwE3B>lWl02v2=was8BPz!M}i64rb2ih<?-^7CY0!Tg{<OH!E3gGC)jl8@j
z05+Pzm_`p<0_DYQ3D_v-@@mbZ`%<Ke>_(xud#6q>Og2rFfazq!4A$D+%)|*%$aRJW
z<emQ_ZT$_WrQ?#j?25eF<<Z?{W0BQGfrH36XhL^TjMjV=Q}t>HE<t72*kSF$6f`x`
z_i0;4+YC)lWMF`l<cKRc;mJs<biAxt1yuqU`dGUvvTN&cJj}w04Dr^PlmV|E=Y~Q6
z#--ugr2s`NnFA9tZ$1nIN>4_t11D4_$vfW>)tUiU%tg9sW3zkBtj({<?4^BSgxDMi
z0vy)RrO8UhnT(~*%&}W%-%BQ~?Jd4%#P-Qa&69&dPRBBEBbKI75H#(5Hx!o1TVrM>
zToxF%ujr-_rCXV(n<46sCpfz~SpX}($v7;`tv9uG1g@<$rP9>x%q)ohlxNSpfn-@8
zuprk+Cu<dAv80U$7FessGQCn&<05(j7Hb0c#SLg?3ptuZD{yx_+}+X1EInH$%$5kj
zHR>F$n`o4oEh?#u&J{~%1T=9=+1EjYMl&#IhL%|pe#2Qp5Pi*hJI9WW{63t`lvSEy
zt_V6@nMsDb>D?TF26+-a%+|Gy*dLTvkY$lf9b=;HQu5op8(NcXnujS=;VBoC-b0wi
zH&oMOZLXC^Kb3nrM5;A@=?`jI+7G~N@06G(=xTpW&Y&}Jo^0A;6b?ZMqobQ5PsL^M
zpx&5XLdI|u4W(1wnG^|unwnXrH-SwiN0So>lmWX_sJ>y386SibLS|Q13p^n#nJ|&#
z_sPi}467{@$U^7GVg)F)uuQ9;56JwlHJ6q**&Mj&itR`rpaLJrlafK<^0x)~vmJ2(
z*a7kE?q?-_FG?6am!6&7{W5qiu<w`rx{6l^fdmOjw~rO{<j}5{{cF}BYa93WuXtGX
zyYJf1Rkc08RNmcEzw1Eli;DXnTfQ9)imilL7FSJMuK4^t=wn1lbA9P9+@|L->kBQJ
zQ`!qn4<5vK`fGnPRGka1yA-Xx6Myi(GhY&RvsUiuXgDL=*PsvHAAMq9P2kUA)yOWe
zDr5g*$gYXh-1-gY&-EG{)@#dL>-5WFe2<XAG_0u?vaSQ8AF=yxOn&f>+i?AGbh@#+
zN90jaa;S6Ljt{~9-qK)}|B#L6{nb|c`VFLaDeQM!IgnQ|_N+gDaZ9LdOs)K{cC_T`
zim%0T$6?*4Bgb0qMERfC_|s3Xa~HN9^JacIY+v{C=j)YGzegMhYYsS;B|(O#f!$O+
zi?6IO{kNiX;f_{nN=YTv?nai20{pu^ATvvvKO9O+Yc;kG=i3W*^zTkUcTWDY<Hd_D
z^+OSM+(7ra_H|LM)&~V^gMYtyB0bCGtETn=S@ZCh^_{1l-_PCDxnuR3t<mKmAhlC%
zg3syg8i<LD|CWCuzGMG?u)Y<a-dw!U>GT6M{9i=#g`pUi*28OpR~qmi{ru}+(@P2m
z;(Ue+F8$5Dy4iK(X^&3k$z^-CmCi+--VyS;*<^d(y2+Y-{u4{PZ(gf94vYFM;i^hl
z^S74zzx2G}Wi{fN1j>__%nu?#uoRE<;nwShB^`eRJ-ku1#QfTos~MNnRX1Me{`>Ou
zZTHTgn-2HS{$lzdV4}Dfc5}tc?fEyxzt|D&)(S?5Z`!ecY^s0kA!wGKzu4k`-Dy_d
zjs04uy<wDcuWMtX?u}P$*fij9r>gQ%=BYV6ck0q5@qXXcYu`sB4qV&4{=&*>|2=aL
zD^3JoI{ND7y9@7GhcaE*s+P$9a2Ej@Aiy}0y*TZ}96;8cKM^p%9Y#_|D&0NSPtuC^
zytO#8A?VlI8!1n>-Q2LjZIAEGn5#c04))L=-P)aNe)ej8cTl6vQpeL*hYwDaTvm+W
z&3$PFUz2#Gf`)1tds!<7kUt1Mo$_IQ&Cw|z2)HY8mS?lSxO_gjtyaH1?`GA(;LD8U
z^@GJa-j|EAKNAmp{n@cTI5_HR(T-yArM*SLSK^pwaU}&G3H9uzd24SCrVykC4aNk;
zmvz=?RNhLF8~FSJm*?p<Mq3y}a-v&c;b&N|VF=oeuAyLQpd{<!=rc}sb<Eaex9smD
zsjN|i`+B}`IbUjt;9<tcSk6|w^`ZQ1RNj;Uiwlj_MJwu~e}L{XHAXF^q+ay&UeepQ
zS8j|AjQm^dXpq`WYnKurMU;W`tM;1dUW?c{zp^LnoMZvh07-JotER=0p?H%K*ivRY
z69Gvd!!u^ujC%dp^MT5(t?kxV6L=U=cC&L=Kvu@Q6`1Y-?=vEa<|+s1`?D16c#fB4
zB1AtD$iT=tKmw33#?=|3@}A+7qSQdYl_RlaAixWeDQeZCg9$`r=`}8q6Q}s&R)(fV
z+%Oaxz?dT8Au<dkrZCk}HIC(*FpRj-cqS2^71#y$CdXZ|bhb3-_|63cE~s;;gm5o~
z6C;~4Jvpyc#U-O_2=UI-SQxiPD5W&wEi9GEq*GH1a<yDo<O;}EJX1|<32Mv&If8;x
z47m`ZfUI{(CEM9FRG4qgP>L<RO3oKJ^I&N3@ed|lWpypSk!V}e1TZVgwO6rFlLRNC
zibOStK<l8%`zgJdt~uP{(LfH8TW^t!$;*XXDPV4LG1$q>60R4bwapWOAX-W{ygM}?
zdGAR4*+K@;Vw=yK;2>rJ5H-js1N6-Zs;MuBg`O;3J`RaY?l4jcK~fP3oUcBU^0nhm
zy4R83Rka&ml;63qeskK}J?k&LuCBE9j{m*)Y*o$CgdO(rm7lcxw>xh4xpL~#@0kgC
z|J0<pnm!$J4)~QT#UetMJRyIt+j*%FNbi_dT5}opb$|KGxSZ99U_R=RSS(dK94Zzc
zOF)}nvakE+#YUEc+TUxn|1Jcx5eI+Q_)}ZSv5u0%?Xu1l&nxS8Z#aM2w&F(EKic&x
zmIYUIpNIJ$y?w*qddDN(+4Em)eE7S6GlaaMe1)kuZu>9aH;PyJH4kp_Zp+%(eUFMO
zk`BEHK2!AUbD!EQxc2Ic4eO4rCl?I}PPxyGy46fPzVL`%e96D>+HXhh+)BTn=Xl6i
zC_a*SZ};(S+unWITX<pb;kAF)&gE~k)P_BZK)#@CAm{u0Gt83O3Yt9;rQ@~ZW0}v+
zKU1yNR#g%?Z$|CjpR@h}f);kaPfXcyvr48+L@Yai+fWr6qNzp@nvxwqri0%HwrvkJ
zyB;<s5bjYft_sZwZV6d(;9~a`f3KT+KbrPzzWZ!V7DS<P74#j?<|`vHVw-}M*;Iqg
zWOm7b(l|ZBMFLY)6ljVs^koFF2vL|DkSR^a_hTd!XgVwM>wxOb$%@U*DHh4#OzLRO
z#s)WPR}LAb%gaSzH6p0R%GWiN=BG}a<*l=Q9)q&T{N+P^bho4G?PtDhZogJhaeH~i
zvqQ^KI}$J74Q^ZRP}=qE?{^EmS5bTR-aJ9ftqR&x+wFf|G(R%$)0lVf(4Ct2&xI4y
zJLntMHg3FrYtO%w4Mi&tODbxw{CDthc=!1eT4KfH7VR$ozb$IYR{wq1@aV6k<%Q&i
zgBLA_oaqmL!56=YUWH&KazoLKXIJDaK-_3v?Ur8G?j|eKrHnW7#N(#BNx%3-AS!a?
z_GY|YNg==gUVIkC{A%|$>GqLz>c5r`vp${q`fKBrke1{7uU<KAa>wQ5e(q7_=w=V|
z%XFr0!zG4&kmGRF)3b%E%G2hKY)o4Awx!OHc)O}WcX#tId-v^o*KF9f=g96a8z0RX
zA3bas_~XC@$CJCrBrD(hb@u@qX}ap}_2#;Ye?0aa*gyAh&*on?F73&<@^-`U;gF1D
z)QXi}V$vTz2rC6<t{)eJP}or{@i1*4sf>i7t4A?|w*?`+1h<}hXl0N8)(0D1igRn9
ztqoTG<-hy)V|f*8Z>{6TY#eBz`E?&?fAyl`UwQa}k}K=hUa&k@R1s2jqGIoaJWyNA
zyz1p2{FmSA<5o}k$?r=K0F0HuS7&W6Ypa&DUh>;Tv_HNy3E-RDSr=mZQ2eZ?&NGgQ
zZI47%FSt@m|Nb<*FDSKk!$ah?BLT{G|FzaTXjLH2>DteoO({#~JG&_2(q5+94AnBV
zLrqTpHt%sPV1@Ws!y!Tr6Jh~AvZTsp71w0r*=5n!%QJ5;M~tty_j5_uY*FgMgegPF
z0S|Zvg`%v$i*AHC62>x|MF4e}IKjHw)Y!SjMwpwS(XC{@pQ)h9XS+~fva{;DOJUj!
z@WP3R3!E&Km(DXSCLcI)BxoDHjA1_8=FYIIMNffBl(J|blp=7)Iru6Q`3j}D31OrH
z=V3c3$WX80*p<!&;?y4yv{9C!pLD#Wt|JZn7|G=E__!cBP!m8p<MK_3GLr_(7(2PO
zuPz=4-^@CW1bqjX2h=_c)$p_^18+{rpMhzTfc<%kglBV(qHRz?hvVVW4>93MJZ%C{
zAQ|X@Zv~DmPjZOur0GJ7ux#jSmRn!uf2lw;*g%A}!)E)MTGNJHFdBZ(ym`-cPa@NR
zwD^RcZSX;kx(L7^Uh|Ab)D;1Bpr+Ue(@aFD!D&h@OR9-8;~QXZs!7j8tyM>$Q^t8x
zwXj4Xt~2RiOA39E+3ho`K6a_nq+TLa#!XwDN@MZf6QZwumrO*LOsQIt2@NPKvutt8
zq#(Q3-Fvp+el;Ah458}+p|5N$O7u*Fqg;=IU<3<@8QDOy7k?rMNU`7s2pGHgRA!s0
zZxA%W%_`O*=)a7YiDlvzq?&Gp0$vK`i3PJyYQ>M#vqjzoIA60<!J(nPi^(LEu;l!I
z1hCNw(vIjbi^S*@ZDLY$Cc9~RG#9PaNS(oCGX>V!iGdQ16-W%dK`HH!8JUVwW70k&
zwnAjr&`r%$fLQ7S9|LgurSd-D(nvo`$i?w>Ca~c+6KFh6lhTo(7)0s#e2Cf<?`c8=
zgdywn%ja4beQ-ck4*?m-k}C|^Iqoc2yHZY_B#z~}gK2z>trrAU`gC}nA;vn(W+^;$
zH@6TM4$5K%X?SA2x+}(yJLaX$fa5xV=3C%|L+Wrn567^F_S5EvsXA=?ph#4dly3?V
z0Vr{RRQ27IldQQm8~NmOBudP0jj~bo6H5o>v}7wbR`nW}r&Q<S{n)+uc%r(iRp4BU
z$<9Y9F?dq+pcyNNP~9FmN_C=48)Qi!Ll-cjqF{EC!iXvkBVD2M``?Fl#o`;mG>BVg
zPKwfixP$6xRjbW#LVXHGXVHYVr2uv(oNucBlvC)K$|So0;+GX!tpYC8mFCEt%yJ{e
zG$MkVCohW2Fo6xKC}OK*yl)z3@rK;i7Z81Q#cHc*qmcr(Wr9t6IDkh>7++wuAakd)
zETY<3DBGmM_`p;z5~ScwYm7d6j6J9zv4_#MY;>0Sa6%oF0?P^d0%2RGX5$RQ?L8mh
z4neUV<8+AcD_F;(2c$rvlgkxUdAllsIu6TqRcq|T-7bsAC!5Wt&TEs^#1a48Xo)N`
z4mheqJB8U;d22^X>0If1cbm%$4d8H%^K@-3dji^pC)p;A&p*bN;Y#jv{O2oEteB`Q
zc64Rfa2$p2gPAd6Mbl$x5=elrD^6@>ZER>CCgDTPKxD>P)~IVimshsPG%}N%S_q#L
z*NZ5Y5uDbrTAK&(tyx}WxQK*F46ba9%(6c9bA;yO=+Im0(ruJ&zwBuiFIjHCbz-&8
znIkDjMNMrNs1W<Zp$DT{WziRd0r_=QbUFTv>|h4~u`EQ;i_OP{u^n}ne)d?+=5|-C
zUbi)K_u>B*Bkde>@4v^L23^G-qd5jQt-J~C?T9MJ|9ov%ePz_A?(5rQ_PLwxk8Y{3
zzkUc=DMRc$D5i@L>y|_Wg;e<EQBOo~PCNH-NyVlPWO$wA&dxYuRY6P@j`0;aGhc37
zej|U=$%+?W{!aMz4Z33D!}7r^7lSS8UPs<X=XlM3UVC6(DbBa~0b=JMz|^uP>l_mh
zCg&I|&v94mX;&Y&RoAw5{=4bX9k<ir53jPe(f)A^_S+T2OkX>H6H#b6x#1Z4O%*XJ
zY1y`CU3Y)~OzO(nvbX&7{VEUog~6YGJ{oU&*nx>tns30~$he^VJ7Ds*d(l#xWB+W@
z<22tK%rFusCnv7e1!z;_{p_HGs6X!f@^O3iRLfCE>CSb`4Q_cn;cao}TA0JPw~zYZ
zuT*n#pd|-%d54=~6~q~Zh=z0r@_jYZLQatNCC9IxSBcdVw>O_Jhh7-zBv%yOo3E=_
zD-HK%ZVz;Nn3=f6H~9AIR-a#QbdGkezIDOP^1`bdKP_bzZeItwfr0+K`|`?wLHSW*
zZd7STe0(@#LCG+2<I!5pag5<QSUCOYb4pW5{;;5-yL(skn>!D$`n;?yzT^DbD|pXR
zC@jmHQfuxA$jQobJUc!5@q{!m5Tl{YGQc8Ty3mq@gqmB79`hZB3_}B=J(@$!2MA4n
zS0|tcLnR?BC1TQHC2`CeT$4ZKu%{OxcZgg#Y;Ph2;*=)NV_d99e>}7`Yet(s;2D~E
zc(K(T?~K+qF;U|@{d9ZAe&v)#qDe8%`I_+|LGZ1#B;6D`@7jW;OF_c{q!}+8<1sgy
zYMnio5o1D6=m!;=6{TilX0UzMrd-1DygB$tf-Jq6j65&&5?bd?w`SY4Cv@5B#roJ<
z7Dx@Vsgq6f#2X1VO=)1AZ3~6!#N~f5^;A(7ixO3?xKo}~ALMN5jI=C=DJbpiiah7y
zgoh0F1Ey2I0GUPY*zgm<Oj#-L+|I-ahi5swsXR?I3`#HVCj%LeT&5{RlR2Ob1pyXU
zU@FbsI272zqLbMJ6kv26w3H>TLqL-#ITkZ%A}LCdrv$Feryv2mYUBL<fB@iaJpc;#
z(g?kjz&*|a;IpWW2%3F@XMdGQK^-VcqY@ZZ3pt#&yg6xEk@d7Tqc6oEK+oxcWo;S-
z<&u)eJYlB-hRks{0Ql<=Q^_1nQdpHqKlrAlD4Yus66Lf_K`gGIGyQV(zydT0Sh$PW
zO&C1c1ZP1tj5j3`HSMla;Id@A&(oJC@U`e@e_Cq^9k<ey3CEJ!Fm^R#z80B0jLIHf
zJQ%7mbd_N+Jx806K`^n1YIh32Tyejrja9OBnrSyhY3q}eK6kfvX9<llEtG)mE>qig
zp5wF+wn>zdA__DPIADTW;R66{U))RslA3wLJR=F~8R*FgEfWj)`6fC$OqcnfA-~17
z>@zY;Atv>krHQ`h_@>GN^#b0LZi<v(S2OD19#^j&wyQD{*{7y-ZO<Lj2A(7v>jLo<
zo62M#1b{a|5sY&RV~t1F$l<AW7c6C9fTl@W40di|X`|?;yz{2*YV}M_93YkM_)aYQ
zmk^~O-A6KP_<??lo3kJtY|?aV3<k&sGR%7xL+$7{3PXa@Bw5ft*uYR6!Da?D;zX%7
zmNnwd($KZQQs2ckESl2LprQc%SnTwy92{F4B&u^r!llRwi>H*9X^YaCzMKe1IJ_u=
z78FZx1_QT|xNft+&Kkwy;S{0C5Pe@?1KBJFXRu`-hsFL^4Xirxz8UcZThM$jEL1k2
zfP#ec`Xq2X6ekA2NnuEqu?WCC&<0b;kU?}W-Zj5<#9i;}LJ`@gb$ml>8-->W*N`M0
zdV;9n;{siHbx%VPkZ@#9I6mA$IV-fD)dk6|x7*}Tiugir3e+r+A@B8rCv~aYfshv)
zonyvXD1gX732ud+U9vWtdcaPai_^~f(o+hZk~Cr*r@(4#m;iOw0+239A!1ghH#g}|
z1E7ynU{E{A$m_HB7@&CKy_5s>p9w!eK(-BT^FTZAO~pFk^fCY&U_RmGI%@8xF@Fge
zz<yxSvh{u)u|js7mxm^<%}t>z1zZkh=pt9ByVnOeMTjtpJ<VbgK+Fly<Wr)a;g?xQ
zWQX;Er#_^m4Z)>qoA!vf43M}KE->aV<PQ-8hifrp;z%wg?|KqX7)#QyjI}(6<oJX#
zQVm~VQwNM`isF(FnVI?(rN)H2W5_15F%EBh2oI5W*<l?LJS~9Bw>dPyV+w5Rt+5O(
zBjkPg^EY+I50DZ210>k>rnyv_U%$oChv8NF`=9U$%fNo9KsbY;pu|E(Q2P03MX6it
z#SkUsx7)bis-B&Q_*b{8@XI}-HGd~pfNjHQR(RArd(af<fOjIEA~oZaMhLLnSyAxe
zrq{dAGOu6p0RT&q$qx4lO-#tM{q4?H80&;zRY77Zwbf8#XfjRya`)cNm1l}Z`hz}h
z{Zy%L+mz=TP;DN1y7rnSd@ZRJ-O}<jqr}z+b*J6SBVVo$K&U&yiV%9+r2H`u-OY%R
z@)ytRTC;Eg9bKbDVCVsc@qie*OI)C{Eb>WO{*e247(`SCTy5DdJdR1!2*C;+Q<f;j
zb4uFN^lIVYSb7Z^=Qmra@(d~&ASXi;O##5vLM5n(!;V3o!+W}P1tbIB*V(p0Q(%Jc
zws1X_GZ0G^wLlmaO-asRZZ}S#u!9t0=yqIQjwi)x+TdVjZx)NBlz~Q)Jo>r4Bx{d>
zQD24`2ScYjC5*3|_my+Z(uZ7Se#tssm;h;pWUw11QC-v4_O`d<jXyw+i)Vj;UeW?G
zKUtpV@%|sul>P%Wj@a7#1Js{PoxPq4cmUlNzX4`IEO+kO`=H4~4~{A^^o1=4-Ft@u
z^4TW`=m0BQ^n{&$Z*Igndmv`hHF}dJj7Ozr;~B~rSiWl@M=-Rp8Tb#+*WILt%_lyd
zUI+je(w46;!ZS*{x}g-PMOv(rw`O7G`AqR(rtV{=9#2Qp_ADk$70k?GfG}Wy_r#fc
z5Ox%@Sh)a%QR_`z(R1OMY@t`#Y){^UxmZ!Rt0nNM5hJZJ^e6|0rd_MZ7AjTo+@^de
zLgm{6D$o@=5lA-u?s2iTrbKUBJku()4Q$0EfbL#R9ff9wLf;!F8>r5zh=0Q#{kjUh
z)&HRj&hgt1P*Q-TZ0PjX^3rm-|CS4H!IilL^Uy$uFr%}<D$v(i&qNj0b#MGB5*)JW
zuIHJo;Lh2DULJ(1R{xxxu$`o;U<T4$7hiJk&*Bw57DsIMoD|?L9=cfN&7$sne%B1?
z{Ry@h1s2{(tnB;_ke4f`WZW9~)%x5OSG*j+`3^syD*oEBYn`H4+=AlOPE3?kpN}zK
zI`0JhOHVCuMdIJ{H2=57&@<pr-Yl?D-BW*uejU5XaL$U0U$W9NxRPaa%yZDT*uTho
z_ZKNe3d?tT{N<0oTdOXv+VJLian*{C+deKK@{f4WtGq$yzC)n{dESg07yehKy|B`f
zwYI2=R(kt_C3995mm4!3eLC^p+7o|V?+frQIDR3-k$hua27RN`<=4AWI9Xs}<*NST
z{x_AYnyOB&J@^(jD{x3eH_2u+Or;4(4;+BmcIf<x1i*0ug%T6n$3l@V#97e)I4-4K
z0cs>!RG*yXJxVMEOQ9Cg<Mi_7bIYqkG5j1reXItdhiCyNwn<b{*5EJ(#w{S!6i5Z2
zd7wkno@)0p<4IHjMN&u&b_Jtt#z{~Jdp>Xy8F0!0)FvP$NDI16+=SQ<@{ZU!gDt|Q
z9#}Auxp5G5b^#35aoh^*G4KQ?nI+VEQyQESbS4-B(MbI~W7HMM04>ocy#PFDmTYqw
zFoDwofwQ80op#VxE&*aO0=wh7I1Mk0o|#<@Y)hdo<L<cB%w4AL5-F6}TExv?t`JiV
za{>Jf!Hlwylxwe9d>k5-7Ri;+{KT^b@Dvhm3Wf7_L+3A)m)yshn$yfi8KdszGt@Q-
zAjvTgk4x={9yrb?M2Shi;ZzI7>@d=|*7PY}eK@#}W(OWrQ0UQFcmOD<fYERJ^`!;y
zKxkq+-irf@a8Facv?$90p_^LaKy8ndBFw8)X_*DU;n$+?Ng=DC&fK^4tG=VFec_0l
zuP)00-e7Tc2Alg_sRJoI9MloV8O!xg^*d#wX3Bi=sfse3$yq0Jxf;NPs^p0?II%Xv
zl*4Z9T3!RRDC};_6g!t@?#8p@Im#h;mV<d<JaC8XClJf9rK*gvgc7;cSVu{&H!NMB
z-@=%MQgmY&wS;c>24gj4sPh`l5)ZMRrMP)G)I_dT9)oAP@xX3MET!m1JJ;@1Tz)*q
zo07$r^X=ZKED{v7X^ON<6*>~xP)NcDK?>s`?HO?<B)zm3%0Ym}axpWyVN|uwudlkj
zX9hZ})}1nIGxqwXm1@=LLqWPJD}fsX2&OA7Br<OrR>tQ+)T%i@0AUdZe^P(=%ZAge
zn^#i;nhGs_0<OHVTyc>5VD|7S`D%zI++VrI)U8xq6@BTVOnd86)XJF6uNSOdUcYI|
zsQPUovmIn|>~<6IE9KXE_AOy5DE;w3p~`*ulq^=T`k&fbYR+|CwD<9Y{zc{Mu`GWv
z>;`H!1Wth{5k9Vl9aqch|GZ@g+q2?m`v7R=lK|el(r+j|cL=^XURzj6TpeTXK~+Fv
zGLwbq`Y4<GiKP7fod-Xzo4OHu(xhc;^x-`w%a+P_?9VE`b!*~Jr3)kVipN^+zV1J_
zJ>Z(}>pp|M9en0(Abgw0!Sh4KYiuu;?9W*NiaKF=KPTja5A|fnH#O`VL19EY^Xko1
zp-Hx8CX-YL`ce15t0kZJ{TUS8DQtTE=y24V;szeS@Js+oiiGD#OC1C92jbv%QCKMk
z++^WyZz&-G;nZK0YLTSNtl%?=uOB9<=M<onqR>(Rwkn;oquX)^S@iU#zw7^xr*r>H
z@_yVu2;)#5Kx&hDA|cUQ4WSgn6UG$G(A3&GZ78N$o-Ge~7AxqDiee=jY6mr|Ra&N2
zPN5iRbJ)Skgp`D&gLo_tdD!><{PO(|e5l;quj_SP&!<~gEkUJD6QeAFm*s<ZrkYo7
zbNpz=q)waiuY6736r57h#zs!=vd(+%eHrh-83~|qO3~x_m8RQFsE81d-GhY++3OI=
z&Qb8BmzEi}<H-aR<(}uf{T-lO|BUN<Wwi+q8%L<81hR4i63|wS=H)+1!Y>8T?beyA
z5}zQK3G-@p0HNCs=8hp?a2Qy2313*VLeLlQ7D#Jfaz+sp3CW!2+3f|#_6(1)qlF>m
zy4nt4R@O_XU{&=23FLqYUz{9Rkk+M9ELE2c<9WI2nJP0xx4l6D#s$8^j@eJrR&*1s
z8b48^Or7bEr4+8fJo*a1S`GzFmH8enG=rJTOXq2Hd$|tfx0r9p^UVUjxa`1-5L_Y7
zs+s4l<7-k7{?HzH%G4+$?=*CI3O6~|7g;(2miz~LQ#=9SM!{6}Q>iqQ@9ABp&A?68
zC5CW2*p>>!eCbGVDNt@&N~@k(dPpCzXd_Zf+Jltuw&ym_)m8&HLq(YchU$yk00?Bi
zR7g`NL&`=65}rGgvu)&Ja)40>UDumafRN6rjmyL+H<Ul{9%h#V_T^4;#AWTy$>|eX
zfNg_aR`AQA(L;G$T2wY2o@mT_hD$C+pQS4^W{B}cF!~^;FA;2wGj^<8!g0~<_HBLO
z3CAm1Jr!$P-OVGBqRb1+N>+d~j4hL3^h9hQ%)tuFzT^}-$ELMI3-LzlG~HNi&V<A_
z@{xC0A)ZPK9)||Y%S)CD_x*nE(p^LNvnKt-pDTL?L&9Fvjus$3V9sKYuNh_`h@a3E
zX}&jCNM2(B&#XR3?|jglo$9WSy(l_y;CiO3xqB?B$+zQ|p7)1ce_4793b8GLiQ4x4
z@}2#zu)(m}-ros-!sIN``ESc69FyO!Z(xA$zd}iK_51t1USGVuWmAhwNXu!I=uJ?C
z)w|hewLQTiXX~N^y!CO;5HJ4RLrO}+u`mF3W!+YX$2^G`T%mtDQUdJ-u#ka4jJ{p^
z?Hxxpp8e1_|NPAlC#}x}g#5G(G|2cuZL*qakGQP45UhKArgG1vh)Y3dDp?zx4+VwQ
zNwn8E6>RpW4jW+)e`Xl%oS%vD+V*K27_-O=@^j?)&Nsa%cLBjMYgypng(MR>X~N{<
z|3JISs>DK&N14=U=Stzj^@IRb4oB{Wp9Lehx-#_F5bm7!Y(YTgeoz&L7OPV}mEd#R
zJl~ptOTA$XoM=S1u$(h@5z};NsgPGd5mRWoULfpMjWKeS16r|Op_q*Ena+{T)40%h
zxMV;~wSlE*dmXWYs;ZLt{TcX{k-SG3frC}D6M#|ER#8PDP4fUMqavdm-nNPp5R;uj
z4w%I0DMkO+MeEA~$+bLu?vl>J7^mUMYE(v=nAnx2uxP76@$8F%c?h<r7bA6SA|u|4
zB|~6-$%?{cYog5;XES@bz49UR1&um8ImS7s%B@2&jt8i_R2M(OTwmV@2Qa=D;-*QH
z3xu_ux?s#bP;C4dT_?@3?d9;W6190oU-fA)fx(rP$^xQ!Uuzzwv?1tSDN+d#pT;8{
zg80%5FW*jl2Phd@zT#_(lp_j#=w$ak39Yudhq~}KwkwG*;P=V~@^0fsLIoLonth+x
zyK`|A0kEHekLYmPR7bDOQ(DqD=J&P=?Sn&<%sH{W;_+rqR0O;;gx3`nqFhWDkD^W%
z4wM*S8M65S#!@2jRC*Pk-!1o6Yt(KU#baouDvJOlBW9@~qFDQRbG!1cNNo>oMW&cQ
zQT?q3or$K>XF$bpIHzX4#75@h*HZ<8EIS7q+g9a0cPpdz08~7FnP&}hszf|H<PO*@
zeWFWIMJ)SHq+^{L5EB=I)X%t0<wCz6fvMGZr<(mK-V99Z)u-H3jFVtSJ<nzwPa7kq
zLizLMZJhN8kaNhWHW1*s5puGC38;+%Qk05I(&<%^=(1)+PE0a$N}%NrOz><_At1iz
zd~ZNVp^s1gVE`~}(`|+%7?S`RnHe$5jb<-%OcG2xWvFr{lR7e0gCU<+4sZ%AmA}f2
zne%3;oT&7%U<J@DcP(^c$J#<>+A>ku(TqYlZ`2FCh!(?ed1rKl?g53Y5KYK3IX?g5
z%vQug+^mTJLpz^6i7KKiz{LD1q2J<CscbtG+);rX;==L|ssYyXJpoWcQV&oatZ4ux
zoB6h{5RY;jPBDxCOWaZqf2*?EnH(mLPgFa@ath_-ki+sa8`->k*eq@OO1wpfq5w1;
zNs7H^Q(Z3^W1!9GHa<W(HP|q#4MJ;@ermn8vCQ+^FTb!-pVv)zY&@|CK6>NpKfBvM
z3xmp8DSxIlScSB`G`~nV@v*WH;tOTWyA7Do5Z|WBq{<Fu;D)TiE63|ud)s#HY5OT7
z-rKZ3{lO*8#cP|_u`gc9t9|oRc*28m>sD)<!2WN$=Z<JnE<Sj&>)@v2Km5G^=9b<U
zPxpk~KmAK%J-}=^zdr?9e|X=TH5C%9*|x%3-hUvI=c&GbW?yb!n@R2P$^PbC)XvA&
z8g|cLB<J;o-5YK>MV%Y8s@Qn@S}taKCuQ?E#LcCsvUf+wef|5^XHTZTAAf@<BmDok
z@!?Iu;WbWkNmTFI8vTlqllL%A5h$5*^1?_27*q@aVxDem-&^2i!a5LD@2R4RHXg5i
zxLsyyU%oR#C;kfSkS(4*P5qL>fxQP|@YdNQ!R)|L5=$^(>PR8EX$8c-!!X!W`@RYB
zLr~rV#&gg^==hB2oTBKM6ON_vcq1?h5Dz30oYb9f=*KSSoq89@O1^Y0{%&~Se)hk+
zH|=1cT8A4N0m{u_1vBh`e+4&w%6QA`Kaka57B?&o{RcV+V0$C)Vmd#K5At`jCGDM|
zCkY<GcTbykTWz{sbZuW@Lc->=mj=(Cypi`m^`m$mrQOrlb}3NS2b;{O8Xosaan80T
zlPN0h*znQp?XO+sw1SZ|>&+1vH`eb@z2oXA*t%i#xz&}7%%Zx{lj|eglu=dgwnFkR
ziuL<*x6oGO4~+_zVrq8U#RGisYj%96r_-k1&X6>#%AZqWU+qhL8+$w`wC-kjP~P)Y
z#KzUTTSvPOTErc8zx4h}*5A$6A47wX`gIjn0)X9CJ<2gl;SIqZfByb|J3cJ$KXUE%
zk^Ng+7vpZwk6e45e(B1sOF90}YE#afdlMIwbR#I?VQosAZ%2GR$0h4ZpW~yO|D^3q
zykNL{WbCYA+rrbfeP<&Eui0<h_vqW})%yW&+&CQS{O;#pyTjwQ?`Swg-?aSOK-Z$b
zuKj9M;N1#6q-M`Q`PADH<JQyv!k%9+1v3*|R($J7qBU*K-!m^vEoB&nPJ}0N;mLhX
z8*;J77$Y!)t%uu@KQa<AjQYF3WAqmtbNoQ**z&IY=W3@+JS{_=2RMCv+m!l}NBgH2
zf0-VcU8#9_|HKE*eNsf-o#ck&4c8?0;H?oq-T?nTxb<wE$In6fmQREWo-g`qw#*NI
zc0A`p8?}m8WTL%t(LcKV=>902eCsY{^H*#Ak4+=?hhFw?INLh1O4QQ${Yio-pn3FW
ztA6vQD}U@~w+8Le@Ll$;p#+I8tf|-vg{%sUoa;5pi}KuTxl}s}G$d1|EgYhmxl?;Q
z2dM!JB~6{m#yfc^&6B5UCw>3uos%-a?WI%Ihaci?`?9L4Ahb-aK_N#)SJYkkvOo?=
zYaSx8EkQlFK72|=o|m~{76S9(7Fd0%l2?JcA#)^HOn}x~l3DWfsJ`#f$19r#UB^?Z
z%LdJ@1j9*%UC?-dQfWgiYx@WTs_741ZB{Ds^p1a`kn_q+XaUTxY6B!0jAI0ko?tG}
znCD-;ez|w$`6`R${c6Lz`^}!pXu--Z`v#{}Ty<ZMHU(fWIOYm!n+6ynW)D>-wV1J`
zYYgB*?`A&bP0fN}KyE7OGGfcfT(`dkZ)<<e&-sDA;3h<B4c%^1%+$c7l8_T!&f|5C
zaH0jEYU9bSR6lXipTd>N)cok)KJ)nrDFiyNZ2*sFXL<veVM<q486Ij>3GDgQw<4rd
z+ORHteuz?4Jqiaa170J`2}-ug_c?Atbvf^>H~K)<ssDwLvg&t+A9;GFG3NHGD-pXx
zQeUhosb`<QR=`X@^)z&%=@~2h`0<v9b$36TZq{7PO}lG<O`h#|^1=VO;<)qYe+vDF
zb!jx#@%4t_mdjgLWxWIMi&%%eUV6i#eurHRrZ|KfepoDuZXapfbLV5rKgU7$r#~>(
zZ5^rq{{PxXtdajf!9L|%eZ4-$ZQVNdB5r(txEA$dcYmAd)o<ZDUtW8>-}=Bx<oLQZ
zNe6<y3t{X3*;GFl_gkdT%==~ghR^P`tshE=v6q_%ZUmolN$58}^}8SX<zn5Avul6+
z^Zd1I*MMLq{O=^MPXMs;{N2IEP2Yaqap?A$-!+LB8jhSRI(4f0+L553n6Pt$R~j1P
zT;du+`AC0jkS%!F1!@<VDeQ))!ZYC`+$hSV$79FG?5&zHKTr3|#NvObcTT;vpzipA
z@b#~yhXoE|YF+52ch3B8n2{Fl^(S*JUU&8~XVVYVUmRv{s}xB7CM2}Sr`vwFiM+PL
zdgtLaBb65rps4|g35{8}&21W(prwR5#{|lS6O+kEeBw&*Bx812CtJYVxHT;rVj683
z(RyPWa5j5w(_Oa3`9a6VM`f0Oa_<OFyO;%+l?bX==F#4Qg@HbM>o3PYS@!j8%-th+
zdUj1)X`I&encd+X{U^3nTy3h;Za!&!^5DTZ`ag%R-_n8;UcIcp|5Nzg{YO8oe!2dE
zc+J{vR`iHx+N}DN24vRf#p4ktoGUKg`zbdq+V#q<q}B`XZoYi)a%jU(4|Tj?*SMPw
z7TTK`tN+bCK4{wibISb#*J}T42l_kruRR`oe16T$m#sf`)Zbt1qmD?A|J``w$a;pM
z#;1J2ZsGeqK8F@}4PHIoR<xd#ZT`sao7I2!SFDP04m(^IdErgV-f-2+#<OdyW;PF|
z4@Anf8<EKyGK&OP>qLwy_f0K{Yqu^0ZQWs}y!E}uxfl1_c73|Otcp1D;O@bXbH{Q+
zUha8ugMEV`+mYaW0vp+Kto6A?vHK|*h)MXAMW&Rh@<IA8ZJ~Ao*C$kdgg0wLGM(7z
z{DDa{foD`cOoL@e1K)$l)J6Kaz31Z^)@u?3>HD__-+pZUe5ZRsWveFP0`wx1i3|#}
zuKXX^0eAPti>s<V^*4@e+^5~O?`1tIqTZ$AQvIGf@$O$o9l4!Wk<N5tPnBn1Jd1cr
zWXZLc7sVi}XF$t+IV#xG<#dz}4qX&2#=<}th3XxzfCdKWwMEH<`FXLj5j6Y{i5i-E
zxBb<z$b;W}GS;V#Y@JvBUH9Q6`$Ahi6QBlqMzr(kR}QJLDd9kfUbh8m=I7c?K=;{7
zxjhApjM`C&bkto;{664J^Gyx&{$RtyjYl6M5`OFb*9E-u;`Zxxn;vfeU+_1CW9vd&
zuDZOL>o#?9QHUxs+bVaaP~}Z{no!u{Qr~#9IJCeI2|sY^g@t_A_kmXKx|HFF7cO9&
zQ1CA!^Y@?kMZ`i^!~@mJkV1-7oksM+@~fZ%seQMG15KFv`ppWYLoR{a&p<;y4;MH9
zX}JMQlTcS4AU&1i?oTou5X1Irosz^^Hp-$Eu`T1-La8t+SYDJpOT%C!G!xc|;;E*M
zk->{X85wNt#Z7T+l=mV0tUd#v*%S!`MEo*tp;EH!^>B_)>a8K*o)#1=WNDG0q{0rP
zF+MqGc@728w)D2;z+$R+oi6Y*fc}jN{79h|6rd&c!ZIyn$_##Zz$8nTmK$3Yc?E2k
zPaaaLj5Y9_)5IV^$3uIF3g#}QIYP)}pD7z@a!z!#eTTu^IvmCj^yn(G1<T#aMf<+U
z@}@#kR8%TA|5Y+<1w81)wOhBkE0UNB_-<BeX|X&diCMPT-B(qraR66UczE~DIp;tO
zxxGp|h&|t4HAHL$je~_eO)+j9VVyRV-Wwbn+1#z_ftC$|gn*Aiu0)y<KNAadD&7!r
z!jnvw6r#1I2x1c;@E&o3X_O(;6I}>;wL%F`GcXs^dx`>bAjw2X`=Xr$(DaQ^WKMK~
zPR(2}wT=Xrf2|@6)1;+}XuTZMq-h0ySg0x<xVbp&SyO!_XUx3DX1H;#WQ3SRH6vwA
zh^$uIsy;bED+qbbjtP1%v@sQGWv@?WIZy`J+I8@5Q5py_=$snzJ_gW`*U2C#xT;Em
zOJvy908638qzZT~x`Qj1psm3_1iZGv_6<k+=0lX^;>`<uPvV!cs8ksI(<ARo1Z?@D
z)#Q`_(ixn{Ua^cx&B=T1M8iCsp$=qGegBkUZES(tp3~ALWo#!%(_->X5z#4V8%^he
zjVjG2yC{GPBDOo5&(%(TfZCK#k}{)GVA0FMiBZef#AX2`dL27CTP7b^VkA{BA|Q#7
zc5OK=ku%Q8z^PLx(w>%{c?b!-?6-{IIZ))yq+m;fIhur<6HF16OY1;ddbOJ4Fw?9x
ziG6Jz(fCrU=h&iT4th9^M)v~sMq4?h323t_K7=~9-Hd?|^p$I)x%Q{4fYwkkyu#hd
zH+)6xi2)ipBF9d1BMl4bh6=E?Vnw<p9}bH~&pC3cOSL3-xpW?$!%Y%dy$9IBAbh6A
z5j!DSy0-{!r^uo6yt%P}X-+xj9?Ww2RTd=ik#&qu_N>Av7gY`G(L-SAGO&<hvy+Q`
z+XM@~&e33T83kQq9v?WAf}d4b+{WWZGQ)WqT|6By5CF?JlNpFs`n*}APMP!=TU)>c
zvORSkQ0VjELAX`KPRmRfizl?YHxv+^;1qjr=HX(u63lCfUqkYF7V_bIAt5-nrBn~M
zZ{}%{!^JoWK+77IX=qWDs_E1n3qu(trGPZHP%ASz2cmg%-gi1PJ_2|nhcpKpZ<!c`
z{tqOw8AuvVdIyxy=0BD`Qo9YPR9|ex4~K1o6TKv;fGGoj8nv<ZfW#}3rma4E5|iDO
z`Ru(1I<@;7?ES01+5F<Z+mnaEC^0CzbmO$U2Yf~nL@G`kG?Vw|m+o;#hV0w)KGgBw
z^_wH+aON#fc{O*_gHBNn9swWxd1>?6=x4jAx$kflj@PZ%5ST8}*2U^i8~6CpZ5yut
zwUyIy_a}z+n{d;&uC@U_HPuLq8&eQ_Wbu}$pzb{%ypnf$2i05(t_Uv5fX?;h8me^@
zitp~}*^nO-HtL!5<rr3vjVGUko50vm2q9ooGrnc6#xM)>o8(vnaE@iG%yDO^bw0P|
z7W^dKfJJ*s%~@*8jIor`A8@6kWIx(G3|BH$G9BebT_osK@pd7ZRFiOl91rqw8%=4Q
z&fv=ifC(w&urwxpj8kE$0pt{K5t-h76VB!aoAM@r4Q3Sn3m|(kTCO^ux%cvE+wI%G
zatfUwmdDrOgpbW4NGIydNVky`+ukDXVGO_TgQw#+CDZwt)-=mYjc!f>uL)|vLbQJC
zp9w!lJN*$h_<b@6d_5{6>;&82dRJ(7Me4u)!fXC;CgIo8mN!rCmw05xB_qEEm0k)j
z;QU$K--6`N#r5aAM{MJkQn2J;5R->7%$GgKx2;9#ORieB+;wlMsk^bt<(HqQ`C*YP
z0<(Mt`}Xk@;otv+{JQB-%uPXmE6@32%Xe3G89!bMMPN>Tc6oT3jnJE0l>uQwFO%19
zYXULAN@L<Hk83#F#!cD*TwTMTYiZ9oYv2`OOy!QAV<;xxiSp|Tzn^hhbMQ>d$&Ff8
zO!Zk85#a{z`47QC)d^=CvumqDcI6KFeAjj$((aHjT@BWz%a+qk-c67NQ4UaQsvYDy
zrr0HI{R%TY^Ii=9Jh$(-S)FSeN^=rafmr=>%iErs(?OMW6_qTeKB%$bYF$eF3zFVy
zJ;Sw46xzHB?-~jr<da0%tWwmOK>Y;GuYiv0CU!+ZV<-=ugY9y}WP*`fHH-!InU50~
zxouNK8y?O6GJjqpD>OW0XA31Oz)-ysDaI-DgJ+3Q1ZCDNgOInFNf9dgIBY)|w&uGe
zm{WeGbPT4kqAH(J0aQ+}{b(9A3Q3jF{HPVEQ<izpTQ!-GBnO16Ouo15WeD&k;69xf
z6N2a_RJVEeilEqXNx3FbOS0mA%^G)(E`3fI!2?4(9}-~{$|-Zgajb9^WGkz#e1XcO
zT>=<9jO5ndae}bHOO;lI$4H<tEICyp@5WZu`T$QGK$|6Q1!Og(ff!&;5^0SD(ebSw
zCZ~{`0wgTtOF;lqso+K-yGd!zIf~eBML9lEQ@tpi9cL|6#6Z`90lAK@)@E7nS);eM
zf-AFgmhTYN>=8<n*QPlYha0)nJm^DCvw_4y0JuDp%n5eHl((hQYEY*O00>?tEh^na
z%TyR@bio01Z14h<4yd}EW7o6(1JSFbQ3zEbDJDQOSy%@1-QJ`Pi0&Pa7WBZ2oftZO
znvFHx#upS^BD8^K=+x%jSY<GXt%+7XwAwWwcxzLT6UBtMc@_%f>U1gz+=Pdgw3^_p
zK-N^<ydII=J(=nZQ>8#n!){v4LvLXjt)vv-(XEIFe@%7AlkyWaETO`L3t5dTg6XXh
zLusuGin&3G%XWg$U=Y#0g>z(r9?~{k#8zbau$<HSlYzX=UYLpNp|KRp)8<N&FDIDy
zNC@zNoH)_EW(|iiP6|ZOvDgU>ZPq6`-o3V2M=;krrc&;yADPA4xlH)DId&8}!&7Mi
z)L3KQfK9bxmd4FB=3E5fn|sPh6rx!=DmuUeo}B5s%Q+;i3%J=xA=s}VZ3f0tn%%^3
z8|xdT1K#rlM`?lp-GOPfiqo3+0yh-asj<yMB(~hfCziy`A%%#LB9<ayI9@drJ@?kG
zL@}B!vyl*GQ}7L?20*DJ<%~H63=kAT6EHNK=ql?v3@7M`c(oP^T=K5y<_K3DJ96yj
z!|zqMieduuzc6V9=0G=2p;%T&C0hrl+v;KgsQ?RI^USJt$c<k*Z5gsU7YMV7w!C}8
zka4%7KtvUsW0{&}0J+oDAPUaX4vZgVPSI4K;2rv8axo+-eMS%JmO%S59jQ9+vdG$h
zeS7^B3`N!$tq)vFPBY7v3^^ked<xMADO;pF-ipdLX%q>-PJMPf9mkbXtCcYfG$;|W
zDDhzqw~MD4Rv!-`CgDQ$lszAWC8gPj%jHXNI-+Z)V@=v}J{De#<M~Fp6V(qxsvkgx
zsG<TKcBLRN&08Rt7{J&$1;!ii$=y)Uf*fvKfxB)pLsf3D6Fa3zA$&8czhj>)6mBYM
zg?xr_(I-hMpqyyTpn1AP<4A%-dr&EO!(8c8{JrjyI)Scc0iw$i;R#@Ei6JKvL9pX}
z4Tu)EM#noNBvX)69{43I!C)X)2f{;|iB0&?R6MQLnK6n)kL;Ouqg7#Pc06nk)#v|+
zBY>M%i^?8}g;Pao!-?5XB6_YoZyAr?(ERoHvkM<Bm&wU~H4Ps`d0{uT$yhBYASXV!
zX80dBAWS5ds$XCI*S<l+ynxcL+4ApwcZc_fz$U{tuIhR_&J^;(^yEltadaiaIvBJ{
zK!7SjB4h<1LWMj0p8opQvm38nzjp1Hb&t;vHU2_emqcw_3zTT87Q~dAH=_Qvu650C
ze*5&^^};p(wOX&4pBmbP=l2Le`sV7deY9Cc?gP2lxQeL1T?Zyae3?t^lWv>2;%`?1
z=#zvpH&~8e@4Wqm3Z@TmiHg*An`K+s#_V!DJT(l>s9-2ELD76&6)=yTbMoNTO5ETL
zPShp=hs~l;-1PbVJ-)M#v8s~Nr;xNZDbw0H&@!80Zb0ENGx!dh@^-~!tAnKxgyD5W
zo0l|qh%Qk55mG6-D-P5%&9p6Y3W)?wPU8|fq|v|@-Jts9yoxH-uOyYO#DciE0#eF1
z!VF@jtu<o8R;lRAv3rZy-U+oReU1i|8?e$WtX)ucb=SXuU;`ks;mUzlqnE2`KqmlP
z(;yVS2L>I_v2h#jE_BSNiFxpa+v#r+Ut-Vywh+?t|CMoGc6JZ`13k{anE%=Gx#L&H
zMV)?BGO-kIT<ljZ9a4>#9rFD*@!xzDz%Kgy;qXj`B=A2Fdvn*+^4%A{w^qJ8dWA#C
z{15co_n|(1<XBIsh!(?H9z~$N5~V%9UsLYRPu)1ql2rW%dT2V9RraC!!4&t%v!DOC
z74$^j(6A@3q4C>_uwd)KRXc8emKRiht|i5mU22+`&M8}z-dchNj>I16Qs+GdiV$4K
zFG&7NZrA7P#RbQtGOt+Ewj&dnuDdt6ZMV(cN#E4`%+H%ioY|I7!mZmlQGV|o0MxoO
zSmb#9%-3Sj?RS1baleOt*yS1%1PZDM3I96)iGrgad^)<b>06hP`xilV9_%pJKU}{-
z1`U4*TNM^6s@wAII)6NL0$+H>z51J@7eAaB>AH0s6>)aQG5!Zw2ymGwGJo8ULevQQ
zzH9T2<lec^^iUiz!>M1>?+va)U33k<01G7t<F9Tf5TR3wR|&f^I?lpB?$|PYBF^>k
zAJJx)!MTJ@FZ}ttj*0wWP}J55Y+2zX+xM_$GzW@5`rwo8-vgU&WxT%{^6u-A-L60{
zUY4TWHaE&51cg`B@I7DnVSE9{sW8SFhjONYNwK*NxZoU}o|qi#-7$F^B$29he2EWE
z4eE_;0#^LP%4ifpSYnWQU#7IekdRbTPHaMN0%5`t*f!~PCOx*do6=PfO@GU)=J!?P
zaoepuydSVL{n2HZ8S!GgR}5o}Fe&h~os|m&1Z9e`)ko)*NTd~FdmP9_M<-$d7hCAe
zPFHbTa&KF8Bet7XN>x}J)nN?@8lNdpB(yRR((Wp}ZB7hRdT+wWF*gl>poKGKQn7;V
zoS_6yl4(l+v=ZP_m8mpL;4=pj$!sG$@kw+Aa|-VS&s#plh`0IzZ`{-kwK&afUM5jS
z!9rb6X8^Rf3ZDe0IJvFdL=}bf70!&taIxJmk1F`d0f8uA!N5q_9@90?sO0>Eqp1`L
znIpvTmqV<Vp*<LVs#hi~B%!bdby5@%V{RT8Ihk!&vN-$DyOjnmt74OxfE_7XW=9dO
zJU19yVlt-6iJZ%0bRiNxJ7(!K?e4YCG6n`Xkqhuq1eQ1O2iYzka&~Kxa)cSm6(2vI
z+^uBNy}(>&q4sdRSGx2A6M`Me&oM9Jf^4RM&>@Cyq5&&qIfN9TSEn-HHU@Z&r41~r
zA9V?1k_D8(5MT>b`p^mNkpJtNB6!vmrOAZP?WEXWL}c=sm)%imov*R93>!O&Ho?2=
z%if|?z?bMYB})OZ4Q3wp-Q_%*O#RH)Rp&;F1=>e!cOpIt{=ry`gWJ|j-NWBIi&(53
zU9fKtcPlxa94M%8qH&%5hP_-@?g;02v=vQXN()s2ohYk$f&*@W854$eAfZ0#&B3n7
z8kta)CQF7*!U9sh#<0fN*`{Xr7aI+?sn=8n{2E-GGX+CY<|70{Ce&s)()0g-H~)b~
z-!YiZDT_*#t+`Cmo2)1`My1#OLoE^5TAOE#aZe6GE22k2-ls2)#n1vG*da>*yNn6r
zwvD?D_@fL4@YHk~5o=ok0-*;c?UpP`p|#FlX#S#+BCkHJK)`cHQv;%vx(xWLY)l6o
zMQkxba@Zlqsvo09VL0|A-V@zCmYRXb&<b>n3a)`SYZh2li1ma{p3VXsG9a1i=g7i#
zr@(pJgcV_KS1^|ZFo(Afnqvfo9T1*VivF+z$S!eT(l5LBUi!Up^X(xviuq%B;6kr!
z5Sd5byY~Zh$B~4ea`*jWuXK*eFk{sWUzB4(yhl>3q{qRD!LM4h%PE=n_ng%qzVmUA
z5Yh5+^~u|=p9UO(t&(l7bw$hiu!u*0t!6ZuowN=ye>3)CHmEG>?uDApOOM_ITa0k%
z)w|`;271`q<&jn5{_=&)^rP=`ORo=K{$<lO$mj93-~NiJsS~c>zNA90W>ki-!a^va
z+OhkcCxf?XcI@@r{S!v<UDYp3e<fU9zrpnzhWla+qoAerb||V8JZ)}9g8(%cXd*lq
zJy&JvZq0_LRq^Fz)*OohrH4ge-G;IH<6BnV9c*uWbYVw}oKft25$A_OSgl)k7e#Qt
zRJoCDZRuo{gMxEB2pP&ZLVz4XruUSNn9C}lIkCAjLa`h|Lr%3C5Xw}1d-Z5+0h$nO
z?OtlMDXkTIPZ0|yunXmS4hLjOufhO{lfKiPHb=%KQsx#NkTnYX2IQCzj=t>6Ht#8E
z;<k*YxzW@z%wPzpH~+MXt67=$>88(+{1&DRV{RSMMo%aaI>xG!j?j!>dSuhwVvjPL
z9x;tcGpgZ*HIAkhMSQ^PzRwz4HL4(BUbrGzrYUmUyzsQL#b7DZG+-z0VCd8VMo)z~
z7j1C#$pj0N1kT`6nHdr5+b9D8u?>v1;K}Q#!r0UpY4)WPHWb<{#!a6>X$6-{1Tf=5
zVEIr0O<oW%8oaCm&vfc-$6^10Iuwkh5QLv4mn*R^9SzLy*MHGX;Hu|J%2>UEYE>^o
z?uFLG2Ny(JT+Y>5DAXG4Z)pOt>xUT-C)#dVCoDysf+z8&Q{0HH$xs{b$xOG}C%rX`
zvR>}tMKk=#nt8dfXW1#6V?&6pU0>y0SB~?O00lI8&7{X$1Y<N-y%G?WZd(AfLNJeN
z3<~?s0L}!>3{U*>b|WW$JH9W~$DI2WEvJ?H0$8B2D9h-icEDX|FfVkXShE(Rx#Q+z
z?B{R-Yo0`c0;o=|wn|S-xTD=X0XrPm{}#Te+U<JiVqw3&`I#8y&#1^hOHkPfUtDLu
zpB3*;KmOfn>G3VHlMiK3SQT-)cyz-C5^@7G=zdseNtEjH(ec8qYdIQ|?wjupg0_v&
z&ixVL=R`mL%$E6$pC?-R_wL3Y_C=m|+46<9d$(x&izBB|-_oe_OE12Go!B2=FS-!v
z_XToo_;|wOFa3SLJqztQvu6$c7bv}PA2a+mdDp^zXg9-f<dic(ktvMM5Kn>!gY5+V
zKaPL*y{6v(+R<xvxzBOOF{V~=Z9;=$orUn>er9#w=*L~ny@1qgsoa+Y9*5_ozg0hN
zi+5On;i4FNZv%3~*@=V3Riw-+?5E}`{CL3kLE10{iCf}K)b<z9kZ*&rN+2wz$pF8%
z&2Vdoxv6uKt;(@zHX}NjCl|A9ZFpGhu*uf)A+X=Ep8>55Q-wzF2KF>rC83E83h_Vy
z(6hBImjlYVMd?H>r~sG^h|#_dOhF+&b1}g->JTDuS|E@nwVT??S1<-t?P&K*R}mus
zo^;P%C?m1cecXxdXu>#c92XA<fdU3<r94>PL-Ungq`Yo_1q9^hdv%gRNT&%^aU;Jd
zkZ$@3N+I5Rgyj(JGSRZc)}S)FComO_h4L1(_aw_Xw!MsG)uZA*MCo(PO)KS{ZcCSP
z4CV*`jQiOJtF_C7XAR>2S=rSDjUvVY$3U9Q<Zay8Z8GFu>5vv!^`L-*_$l8pNJ<Hx
z@8*;}7E3J7CU(9lohq{xRL`n|J(XlA#8cB@?ZoZNq1Tvk<2iOr#VnMOql}$!@$;Rk
zg10ZX)jHZ{K*g&;8FHMWcB*h{(Wbi4kN`9Vi&#)=5^*H^j^36LlP%-p(n)UK(^UU&
zi6p|TQ=pIsTtGz1ZDhSlOF~SJ6(~o?>>-GGZbQN5+_?GL+E=HgN_MmrnU;a=RYN(t
zb!a|zoYw7xaD1-HTLeFv&JjRly*%$SK&4=2o=AuxaYqRB+5+D=kej}Dc8Zu2odL=M
zib7`TSoF$ej1wm~AO-IQ^HAzIC1p|OLO%`Uvreic6p6*4ymE*l;hv9K+S0?6RwYgB
zEihFJExY}q0W{FFj51J$6Ff@=UWRG%3&=R8_aesAnvH<uO;r$;u>_%XEE6h*LU1|h
z(y@?1zbYG`kvv!PoY?k>M4W&Tx_h+ro@I)w1R!9~bOgX*Glke8Iu=fJ4hVeD5?Mhr
z)LdfLn4h#4L@~A@wrep}=+;U18B`j@hk<_Bo78D+lEx|xTpRvdwk)3P=9^WEre#!N
z9!Wm>knmV<`TTe)4(moN#`R2i4lt^XM#2hEj7m0FNB3owEQ)YK3tetIJYFVZV)<^q
zH_6UvBY+Was=OIf#UJt@C`>5et-#z-3bIP#&Dl86RMs_5?d9bo;BuWo;WvOLbp&_-
z3uzQ`q9wLPz^k$ZS*Mqm%oHy6z-c1ncrluw9F80);mbWWpDFTAS>Bt)bQo|J3P@Lh
ze;x|So8n{4+;mAbhU7A-$SIAlBw~p<!A4+sHV6_S6=OMeCJ|A#(rC@{bf5{PeA>z%
zHdPYca(<?*Lee`<Cd>^W!D?C0G#87<4Dcn6b(6(M2A>pvxXvdKuSUc%%QraPmoPwV
zCX-kf112u8^sPQ6e?`+SI<`$e_<if+{GU3TL#}MK4-CJ%E#}6Hf)^Iq7tYe6au3nl
zBF@qhvf_6A_S7||_VV}B<87aOi(4+azW@3ypci>`*K*wk=FbcDKe#tpi-M_Fwv~m2
zKUZCDnzApjT^fZZ1}LJe9I`bvy`1H{k4BT@4;Fk{^^;Amt*b=*d%#OY|Mg<~)B88N
zwr{%eO~U=NEh81#0AZFjhMc`pryWQ;8mIhsM+oUgNka`2AGZMs8@kO368S$veC=sF
zaCr0QEg7^!hrDw;|2p^a>PDA0+dscB-&WJ`ChldA|FiJhh4Unq-ERu?V1^XM?Lga<
zloA-qy!2(C6Zb~p_+PKw{Z86{-%*?SSHq{FU0*|T>UW%Y70NnDer7b9myJh!`~Cy#
zKv|+E{p0F$Ib*FJKVP2cA2pn-xc{&BftIjeuYOxuG5M8PdHUn`hf+`O4sUH;v+CQm
z&qh{tB25!LA%_<&XKvj%JCcdr_dxjT?z^rnxa<9lMb;oWDZaA5@#@Kn>?`N!L3x6)
zxucW4xh?BfTi;p4cT{Bgxio@X4!u0=@YB(tU9!!s&k)2v7Ex}(Xf~PBG@U+3CuatB
z9bOj}GRP=v?{>`7?&y-rooVI50G!m0O)34B`N0|~9FL94sYSPrKpng~X$M00mF+>|
zSiPC!@N%<cH%;-$k$~*wLO8CfcY!cB^Y@J%SL0-78!a!B!FvFxP3?MG1}^vJA0I+j
z1yx)fs5@zHgG1kg(S>Y%8@BQ(Zen_IWw{?+!hZTa_)Biyz@KZ7&TM+sSU^r@S&MW+
z!LKe|zEe0b0_@FU+&&cE1i+YysyJu>?D>%2jXREiI%3OP3AzGerXF$O)s5xjM?P+Q
z?ss@RYTv=;qX#|W`p;cq{rvpEhyD4lk5%R?U51y+p6-5VUAgC}cgQbK9N&2H+RiV1
zT%!Ju`DbV9zUjNg-}oH+^-|W3pP93Odiyv3RWC0-Gd2fiM7Q4>&6}^Uyzq5o4Z>S!
zImvQxP7dzlxTBK0t0=XYW)lX^aptBnGR6;9n&ysV+k8DBck}rD{KnPU7C923dz7xx
z)8(y;f8{r;do#j8x!;A`Isf=ti?@q!$lJX-EvBTmEnswiQ^P+!wm&%)@qc|D8)37+
zesRJ#{C)P{2T$+WyK(I2BgBY*KJOl@bhX6$mMhjaeMR8vU)mk7FIsaF75M$j8BZ-s
z+bu>*@G15y#Ii;;ce?Dn^mWUIzFS-VZv84tU^O)6-hQFh*0+B2)+9Wu-g&^~=j9K?
z4;%LFxNVzjxn)P}<MCs8c7x}7zO;3+5B>*gnKdllD%qHw{(D&{Y2ZgsQ|N*2hPwy1
zg;uV2xwf;qp8(T*o#Su#+Si=_<6jchBXaHq<k+aojmqyF_Wp`mJXLgq?YJ+(<;72w
zi>;b9Ov&+pW_`P{XLRG~?;IXo7d&1iI;ZT_$2IyqFzXAGeY@)1<?uHI#Ei9j^_9=c
zr&6;h51SHWL9n2Jc#n@RYnq`2&;pV|KRj3wKiK`tm#x1WBOg3zZ@6}&?Z}4TzgI?l
z+j61(?;Sg-mA5Vi9Xe!hd1X;qS%<n@jGlGVnwB1fL~0Yt3+=KWv0D}oA3u-!#9qHK
zLHY7*Ym3V_>kk70w~7n&RnQ^??wQvzD{M{OrVakjf+EhEon7zuq@IOC(Hn7E+faX@
zp-0l=dr=gu%3J8JepFat4zLZ8!eDf5SMH+)nOR=i?6AQkHA_>ZQ9(R0yqT)Cn9)wO
z>#2$uPsN1*g1Cu-%5#@F!9R4!k_l3J$pZ#Qonu@@rc*~;$$n&feg%m|X{oJlmZq$0
z5d!fuNy;Bg86q`mKz8?yYxYT(wiriT5AW?YV-&VVtKm_M+*7K1-<?~`O?cUQ?oIsV
zyw113esz8S{_6MPU)KJ3|HS^d2GOeiyKD}+C>iXPX!qb<L(6E*h1lTt|69LvWK@47
zOZRM5+|{^0K$|bMUgT_LKMSfTcKw^sKJsi3yumK};)nB38^ngo$F}`GXFB2&<(af&
z_jklUEJOF!Hiqop@4n}N<5~KKoj<<%A$#2Y<khaYA8$bZ?F{t^ZvsX>*Pm4fkCQ+B
z6h@_Ov|l_Ex~?sTf9q0^=^*=ugd6MVr?jEC^hEXSeza-zhjCE@A*{)ncz|V5k1ML%
zVnH)rt-yTb`QIgk{gwW?_WhBH;T`l|hcpd(cY4;b7w7EPhJBw`I`r_sk@_?LEYdeS
zU1}aLKBif7;RR)N$~EQ7>BrbFk=Ks30{^f<VZ{%vq3d0kp!GO2YY`lfSc0Hj;s1`w
zTgH$j9bl<`jI%Pd;oMBQ0Mh|VnQBQSG0a%q^FQ8wb62@|^bG9`m-5r2mWvx*PP&p)
z%`1N2@t7Rpj{-4MqOZQHbRXLH@~9)7Ge9^6cM-6@E%F0(OgH{omAtxrT4oz?_w`P*
zPz#jENrqECqRq0TmH<Z6+J~4`3{2qVgX|dJI7N->e|_;aih!wUIAB094TPX)dqY&k
zh1$N7f^pJ`2Ip-T_sl%<`7PtNXXYi0{cS&As$5!qL4R0P<2Cl>=%*u3|JktdX3@Lc
zgiV^N$NO8qE<Vcp_t2fd&+fzhRQlX6H~zxix4BaH%l<XTEjo|-pJlt&JX?<a`hs2Q
zu{k_7Z*=gB$6U+4u3vUhPw%=yuZ$QNyJgm@?Ue7^y!QQi_mmeq**l-Kzq|AIoc;cB
z05r7!=6#^j^eSRco88_p={{}5)uVgY?+80{Mo@7n<Y&iSIieiF(x~9q{#oT-mS|TZ
zca_|M6?CNnvCnyGjmvKGj@wn0TOtN?Gg=Rw+2!`m`?l%TrSnbFwX&-PYqZ*Fi}1~<
z;pE4xi#Z23Z~Ni#UlG>t*FU&^R@pi6+y3MCU-ko~tM9KIy}9;F*}d?e_x~I*Qr&p<
zYUA;rUe#v3xcYbd$eGGZyNQWEyqE!YKvlvb%fNy1!OXx&K>R{O<8pLnzQ7}ioozSb
zHXP43PuGlXsdotqEv`od`G-{&R9<ww5ELc?F@t`x27y9X9dg(l!5So-wT`&NTF-b=
z!MaE2|6TeiH8HfvN@&rUF|Rbxp<+F+Gdp+6d&R3}B)WnDBh*frIay8It63;?!xbaS
zAbG=%EhsJsgAxC6|5Bx~-U>akvoUS0KzD5BZhYF!@qLV^=m9B03_(++OtIAR5wYYy
zP+(l$E7$Lid_Eg?Ten8&;=jQ@fpLCM^jgxO0{S0l<4wrR9SN15vGt$tv>j@=eYfrV
z)|LzYOqbn9PUW`h9>*!w9ln2TBIl~xY(^v2S**8cEp8n|RjzBXtX%hh{VnU-$Cbqe
zqVi|k{A}D*#Pu6nw%>H-f9D^fw?{fwY<U`ZDjRvVM6{3orKIvg9$#zq&aTYx?(^-d
z{7L+5p>wdrw!&)E{#52~Zbe+$vXM|dBVFJ_S*n^R9(<k#$0w!Z5?A%*Hw}AY#c1>j
zBu;<6)E%oFeznkHG<CYQ^yu959R^8n(wy=smUvGGs?pzr03Ywpygc?JUgvB6V!*tt
zdUl#70PX?id?N+?iD7v2B%=>BZJ8Xf0FYNvdC}|vFCR_SGKfg99PY0gBNJq@@<JU`
z4TKLc5~8p()8A5N8Zu7|SaI@Ga$>o1Tg;*#O`(eKo+<Rc%*&C0M*L<dP_Vs`uw<jN
zMk;10(q*Nhx(wk5KkPkYuhaGAPYRQ~FeCYg@n3Aqx=OWPkgpE<*}>T60l_4>BPwLv
zJQ}D;;qs;d0>W^Uz%~O#FJ5UbRc5*iEiTL}XMhQ5U<%x8-Egvp>hsE#uXz`My_Gcr
zhLl&YC>-W{Fb~n|C=lO|i?!rv6vZ*|+XZ|=;TW)%b^~PB_N7Z`GAR~M%$aZ|=)e-Q
zSc;4ww$8x!qK7@DOrH1UJQUAcIYaG5^emzmC%T|{#X9D2Gb)xkmIETF5K9dC42%v{
zy7!EEnX@W^n8OXEbnEIZAZ3(H7emWhgAK>#`l`$LG`i-bfWQ$G=4V>0^CzSzzh&cR
zjGj14>58w2;W%O{(hL#+o0JFufQ!9Gd@oj5eYOqesAbB3BB9YHTHXjDR!uXB;@xQ0
z9yF;%8$=n9LnnTPln!Xd-JMybQ@D#(Zu)krqDI#3x$t42*6W8Xs&uLP&Io;()zhPc
z$CW6dSmhJnokH$C9U-0+g@o(5Uo$;L87jo~nNE;g7$VUI$J!Lo?KWTKRoV7<LdOEQ
zrrQ2Vu91tP4@XW71%wP2j59Tfs>oI&%2Hzj4tk0)K=lCf7<6l~PP46&fW<{I#7I<j
z^@Wuy9aUppn`7KODTeU?f_X1iL`%-?1FDI0i`9w@6TEmGUnUjw0E6{>$w|9-cL1i=
z>|I#WJUj+MV?9GDpk;$yhRm&P_;dLq62U^(?S?<xn}NkSHUsu`6xl;2#zS;@Mj`+W
z2%w-iOXY3l(4-b&JktZxu67rePB~D7()k}aB|3{c@GK2lSToh!1LRL;X;dd#t}0EU
zX7Sp<LfP<~dO%*YD9SMLdYl*r17_-8i6Y&JP>SdqnB@V;7ZkMgxeiG6Pq~4TJZ%G*
z&<RP2A%DDM^Mb8>EJPseCd_JV27eo(<w)n?9R@ZVmaj(0-O86!Boo3I93X^48M4OG
z@mREoCieZe)R>2?Zq--^M#2Izyvq_7FApq<2S%b}Li)6Nw@2y}Nx3l5yl-WzL8dAZ
z6_dOYW_^vB6dn+3CwY0=2&$+WW3s!PuZo1&xndQ@7SnJ_`?7~3d6ZzjK=w(&%4_?j
z65ucl(byN8MWvyqGkUN*a&j|`)tB-$3l2l76|)u5$mQ-~Vw@u^HOI{Te2pRRQjT3Y
zZy_*8QBsCrXyTHnr~aU)sMY`vGx*h`yTC3?cq%6#?W@XX?~VTZVcl&<B8uBlN3IXa
zckN|=Pan7a4<wHB{Ioah^3|B*_7Kjh(7#@IEMWTocVbWVtM!%<av{<sUKbKpAgbB4
zb@am8<G%6_-)-r?zUq2d+Qe=rzxe7izmO5*3*_}pnF{Tbu-BjN58<S9nGd&U{(ZXm
zul(byho{?5>^++NkISQ-bu7n9>@Hg4jewx`zsudcn{5>nqf9I`?=t$~I5b0APG%Od
zfpUQZv4zqRPm}>sX@V1-(i({McZh{x7Lm3^1T+AmP^J%NZYOY<&Z#7@4Yo>~FbsqU
zlz#5#(x>*F!*JyiWkwhfK&Wl8!S%?1f8SzH8(*TW5z3g*`2o6|<c?VZ8bT>-1(bx{
zY8l87pQFch1A{M%E3@5pl!Cl`j?aKVT1cc-1S0&)jrwLdkptonMF(oU$b`TwQHFG4
zAm1M((+1i4jm6+)qG0x@B@#GyC0iA6Ley!tVA`0QM49OiuI-nUbTGXqDbzmcceNt8
zwjzpV8pbIzoI?;mnJ`Y_SLF#mOqB{`It&C_tMR>+vd|Sr1BUx;svN_ZpN*X8CNZI?
z+wW;GGo&2;z|z8aG};Yt4Wg+NATBBjmJD$`zeJxg^oj>Cn1Q*1;^-T5|Es=1k62sw
z95CEetlAL05@#R(gKNE>c$F{;UV8oJmseZ9{JUyr;L)hN^{6$AuJ$Z@*4gY;ur;9I
zt5^QO*MY=1OR94KLYd)^UsZiN3(|@UL4b|K?uq8%%-&_g>|6S))BRo-?P`uG|L9!L
zj{9^Waz%7GU@9e!MP|OwbiRQD1&01u_qqEcjD0or+4%>1cjc8Fw;*69o~_?)&M5D{
zbnclxDsX0-hKs*fy0!l*E7a9{1B@QT4-I3lS%a%90WfSe?hj&GIyL_2FJ|{DKNtLa
zBw~z!SSm9+FD}BZy$ULO7b-e5QLZJ=4!=RXpooGesDpVFeS9s2N(fB$urEN10FbS3
zFe=l~KeQ$N;)kDJ4qe|JHFD&4WZb1D%N-{4%M*20S2=|X^j&5D#O=NCTX_C%?yW2L
zZ(nxtOR3v{t9?9uaEsbbc$RV!f?lY+x#;-%eAU;Bb|=Vgwo>qHUqL!4_Ans;HRxw6
ztG>|F%T9B&28~lYZd~}Y?LPKK{fTOI&+*R6>loKPVNG=SRcPs>j@K)9s(V1(nRLgF
z`Q<;?nT&^P3}dvA0lBooT@;&4D99e6jnT%5_a+FnSYM-GmF@9BNsmz9CK`>EPn5Je
z<{6gkTm3B+=_Ix;rzkINfSs2KeBrQJI5uoXXRw=-;n5fa0%)^i<=%qQXH=pYEuJ99
z=;rw1(r4Ua+@hZXQTr0t5R*0wRoKu(47((KM<Gx}njN;D?R7AiFqE${5X&qzd(x_a
zs}QD(Z58o2RuuvGBnV9+Xf(K!(U&9;r3oj^0u!1$14y8OQ4r1K!17dat92uI4xwB?
z{CY@L^QhUgmoGH6PctQ=(Bfo2IWfNGNdP;gTE&->W^0|D&Fy+)=WOQDO}fRvZbyt%
z$--(g@gy)DYI1-nLE|Z1@nZXSf5%i>5jQ!CBGABC_9Gm*`!b*#NoDdq3u|Ut4uK(=
z)=VhiU{|xJJk0{lGpdv^;9ewUc2)TxLIym-A>x`z&H~NxOD!yW@(S4lEr!Q0DUet*
zx&ZUg@y|?ZUoA$=7mLi%k8ISIGfkS$ICe;8b;mmMtYu&U`r8nrq{*#A3}7a@p`$4h
zX*mvrQ`kJ_SE;!0wz4+aG-on>AQKO7f{{5{XzE}f!jFQVfvk|TEqc+TNC(7e3a^tX
z#B};@VJQ(np|uRF>&7qTl<Qlp?&*f0rLUn0-|SBs=*@c$l+(!B!D30R&_e0se1cg8
z!z~oVc=g5;cx3Zh&xukXXZ<39klni>6W~x7o;OD{k)xM{HBZd#)POD5vls2Dt^EXn
zq-ptMthec=nPsn%Hki+R;g3!}lv%MOSL9ASX`5bc0A97aKBk%@am7yIgfT*`Em%@M
zJWKSREPb<A3!<Q5`8$<B+EHM}BE(1c#TS4gs)b;^5<p7_a?PyLMxw}KsmOAO>hGW#
zp;Qq8lp84-fvN7UnX*MVLyh+UXv`@2!GtZ+vqVW(RI7(*rRThuP+>4101GvG^QScH
z5wWd4P;-RZ8H8?;mCRJw5Ya{-cUrWHTLfB6w&|^{s$f6C_cCjS%$d59#T*oP447P9
z0K_MP0rWJd1i)pMzWMEAJ~=wSu*MiS7R=CLN2pU0EG}V?Ud0=Z^zt(A7W9e&3kQ0c
zqHV#^HlF@Sv*hGPHLVPnNVid^d-6UHpxjG@#<6H%`aBk*IjlhTWdUh-HqQ<hEd=(I
zmNcez4BD*#;Aa1Uo(rtqaG7GFEs8boMGmfh!0pWmR!8Ay@vCA9<4nGNf%>U6Y|<xt
z65ynCrY}rQ=JZ<3`~PS<_OSI`(&Yn{5ig&UZW`9T5}mbyny+J2!9W#cmI*Z6UaBjr
zZ5I}{#dVW1;r`(pF7JBUSWp+%wku4BtEsF%+wyv9-JB$}0w?2prA?@vv)Ld%gzK17
z3+dR>_|GNRopbd`_t*B7nMyWRt#wdJQ>y<ybZ`@C{^aks=}TRU|2%IRH;W<`uIRWa
zaO^lkpQylgPpE#Faj&O8*y$4bVgK3PmN*AfeZ%j&tU0JpGCxSFhh6}b7s${oDewO=
z_NGxu=6~Ej3JI1eNHsFJppaxujX>iPDqxO^k(QOsv`n}pS#D^d<%(EAgCb%DGpN<1
z?M;@cHIAt<pbdkiEhMHSCX<P{l#1Kj*YE#-exLi1k2pt;$LsojKcDye^_tH`H1t91
zjheE;{I?+0$0l+rKDUE}0XFvvm&Qu<P#bE!TVr06RmpgWdPoso+N$W%3`T(h|DY*E
zjya0>+=OXUEM&2x!<C_)?ghMRj%;Uehpa<rfh2n8YGy0DAPb{ReHpN0z=3%r=#z44
z(4L7&7W9kXm~UTtF=~PcYnAf^WRoa}^i-<DgB$ws);I%7C5DA%q6V;dy}6lgYAVrc
z449KLMO1n?<&p#lo14T9kT$USNs%`zN#cy2MhoLJ`x8_OfDZ0`4Pi`u3Igz6mA?&U
z2KaFsa=NN4ft~0CCo~XhzIEV_|1S^4Dj4NRtCz0q7*Egm1Q4C3|9_%WO5>9II?n$!
zBsBsshZ-VWl5TG*tv|co?bTOv4`0UISe|nJ<-uDA(l@Vi>`97{M@L6&D?`3~zgu$Y
z-Iv7%(T!h^7Vul}^X=P?U#DC=tlHmh>sA3Na+o>W^57rx9p!^VpH3Y;*I0S2=JnU-
z&p4Io!c%U&Its5&v4Z^w97R6ui+KoNRdYT<<RX@Hz@wx=yOc-VL56+Mxu;J$Cn;kY
zPsR~$g36o!f&Ayg7V?AzFFmp3<1e$0J@UADBUVyf%bIThE&Z@AY^t*8=W~ZXDq)@e
zCITS#<`YT%*e2d%fp;Vs1~n|byX4?fm2a15g){g$&39I+6lqxQ=|^NBGi<A*LD`<6
z%;~34#e&@o5&}GHoZNttf8R9r2q-bc<b-x)laOsh@&c{1L@i8>gQ{6pFxyG{x2;%Q
z2c>7)jhISuA~?yGE*Zu$vOFTxQQW2UAlMYdqO>KW1`o}?G>?POG9BF07Z9w$^REu2
zHQ0KRHRMjMs|Ty#wI`rVq4opE0GCp~oX@jJ5*nT<v=W|NgxpSR2pFpB(P50)a>FuM
zJZWMkP+eI%&zEA&?bg_nlR-I-9#n!q9tujIQ7YLwkW-rzNGKv1PtS414c3t_P?lMb
zNRRAbI3~ZEVgOkE!nn-3GAa=5bs}@t?$j;#!mTL>64LG=7o#M&(ad(8KT<lHB_%!K
zVwL!-?shYMf^Z;7?@5zXwP(6i4FjjanSq5KjPq=uAT%F@Yn^H$Gt^v=#dII)O?N3B
z0JmsM9y|hwtF9a*Ij@;1&^ltm<*t2j%AwZ<Tb;0N45Lk)T|%j0C=ckg23WY>){7xh
zX!FVWP(Xg-1e~0EWPW1_Wd->L8wYJEoNV9IfSWbRTd{-8X}mJW^|wC5X8`x2f~f3d
z;>Lf0civBi3~_aR1Uw<qfFSrm2{r*y>LHgw{4l4;7g$_El-`V4dlnhdcm&OzE2)!D
z^IGGW%#hQeG(pK^{=6Fy`-n~?7^b<d46{%#MhymYzyOezZ9^-9b_j=@t32X31hBt&
zzFMlV_7QI7%LUr<#8B82Ryj+yYKM#17@?@g#$K^>DK}lI%KL*p7Ivg$DFjJYLAvtV
zmWm~QB?}0b>40^SS&Q)y8JcCu0nAlE<k%I6CnZPHWoXBAcAt#Y%AP3<)8&=IWZ+n0
zq#xd<Adf2|GA(`+k8s8I6Mb~92+6OmQ_lb&B}t{~MdiH7u;_$Kk9=n^Hm?%SVCOnf
zxbbUw9WM71+#0Y`AuwI@twJzvVVDX^F;GBhGo!^M$vqSw0>j6m)UJd0>{k82lQb?L
zczwPM86-;uDxuMzf};Z&c62MjPR=Ji8qf@!{3x+-T`r{-gA`PCr=*TcW~9{*C5J{W
z&!OAE_(&~n!ooV@5fXx8^5B^g5xB(@`iWBa9v&`6*m#n_b=YPjrUPNK7M5KNDGd8J
zvjLMzXd#rxFqH|?(;?w%XTFv(mQ_g28~^|uCfy^+lAqqZNVCZJV>ZgjklbhRm3nK4
zq@0p$P2{LkD1QfdFr3sh+$}QKGt1k9Ei7rWPqafAP_sb!?jG5y)J{k%b7-x+!sI9y
zUtxgM0wM@HLNoQzCkrm2c<k+ac7_1O(7SiezTLYkb@TP;NCm_7($(_wm!r?0hPPbG
zZUAR%+8I)w!KF}c#wlVuG2;68=HY^h!h}L144oF>?)>W7cjv!*xAFNqaPr=7F0@y8
zRNa$WVSv)k$k19w`BlH`8)bVNgg@0he_-DGc89fK!>Rtt3j5tRgX8RmdTvdA?no$t
zzZjJ9aQZ9=%jg;oPW#(mfXN8@^^JY^@fZEO4WB0~9_~AJVanF&W442Oib{(pek>Q6
zk=^iOc8_5Hv1n&{O481VUw3@mv7;@xyujOQcacYEIvt{L=^(h-B$8Domp{Z##$(e`
zpa@=aVtwz?hbgD)Vmg<dt0)YtZ`r?4YF!4uSiZYK5w>sV^XwQy%I$}H)|Wpz?>!0q
z!6ssjV8@E2t&>e}d6shKQo^%{RfYeyfAgR)VK6Zu!DZ>4Q1s?ZI;=lr1~=`8kgGfT
zWYFwUdsf3_hP`c@KSF5u?AWK0t2+CEE<_e@Cip86M2gUJbf7qFrcAXwBf&~o`j+yq
zVo0-CL@NgY+#t1Np_>SCs1tz3=Mx!`bZLJMFk{4`r2rO$Cz2=9kZ_j55d$E0X_nFW
z27`GZ7bYqFR~?pZrX-_)sXuM1oaXMnvvQ(54yt7`6NXTdA|QBPMkmc^f%CgS2(GRJ
zxlabcKva*&w~B;N+lc@tOk|H6q${nYwd$S7PNf)QLsV>!biBWUD=&5r$Kyg1q)I(~
z4AY7j$OyBWaVd5(PXIa`h%>{uL8);2$KMSH#5wby;)^rul%xR^MsCs}@#b|~9SIX9
zoui&aXtv8ADtkiJkW*1OzENfk;+M<{6h;%q*}m0&zVe<&e94v0n!9^z)+&Dcc>P1*
ziL|vePtxKu?`s#R2$zkf4dL8&#GMA6XyeAsr<(>lBKD;K+D^)F4GbdDJ5*g^ayu@R
zI9}*o!d@Tve)Wc=PjhjD`!j2yON_w4jm~ak;+G?$4;9tVGLGHtIYn3=ce=iB)4OGx
zns%SwXybF@^VQ20t8Mq&l{U8zS{X{m-uzwivD=h65^c5iCg;QEQQp!~^m3Bn&f!QT
z@sTvxcUx^k+<8e#&+d+zYay5RtZBy`Z`)-je)TeR+wZ40Mi6(bI(620%T!lWV>MfK
zaNoJtjjLiFB0YE4L<rjYOmLWLl_<WS%$(_pmw1L9!Lh$71oh<u+c+^aa0ZJ_U3Kjz
zcySh~Ff5+PI*CQMN!#Aj#oF-6ta-jXZKjj-)JcNsQpme_T1H4BNUxS78ZvTD@}#p6
zx<q@~9v@$#mf&2Bt^V^$R-Gru)0gk>2K*cJNf*Cj_l30zc-E|J4^Nnu>z(3=jeVqp
znEB;aW+zjCJB;RupW}E0IGLShwObKdW4>|DE-?zAw+0{u9X6RI9aY`5z~QJ*WyKD?
zake7Dgljrm0$88%UwCp6NK(>Pl%+MMu3<6}y|_i?U^o}0%|b!7GnR=*m@-d$6-Y+#
z9*n;yTO>FwawLxIG62o<rbVAOWQ%}<#sgaQZRXN>H&UTP?ihP*;H<3)9W|T%tWbmy
zIe*(5k`R^G>5tU9JsR~31_sRoxrvF9RDnV)6#%d^`&rzAI*zuu&}Bm|B=~#c3}7Yj
zkoE%?<>ROwW453~Pgq+as~*VlS$%{<=YV$y_T)r8>nt&AjN|5+vnV<#?|_~bvc_!P
z*fPEgS6EUkX{#n7U-8FsY5nQpeM}b6H)hDNbJiH8wwh3KsVt&O7Xqi7+-_J36Obj>
zcyk6v+gX>hUkVeMDrkQup|V35$tEMospQL6lx&Q_P^SS<nM;>arzQmD0Lx3m1pCWv
zgZzH%#o2XC$iQT0Wlvi_Hg*87d@CR{9^vuY;URfL468nqO^6!=T&D+e3kgy2#6;VP
zAR9^sRaDyTLkybY;so<6&uQ352{4MvZvhq=z%<<=G|3gCSyR0UN;(o5fN~;_WkijU
z0tJf&VMuItFI_C0c6$WMn+=G}^eFhT%xYq(npo^XU(Aiqf6*83iLW2cW@hU!Qh}2y
zcSfD1wzX0(X(7&4?ctcN%z>c@iwUa8;%mnUB?_r0@E4hpGxM+5P_f{8<WwoD47YfO
z-Jgi{-okpKb5FFAGedLoD>Y<+cLK7lu9Jf5#2av_jNt^nO?I$b5lv_%#>YXj+}^a1
z+UKb}D2~T7o&-Q2vR1nkq%JpY0s^d)OY|;(0ELWUGK||;+1w7-*j5=ZOyeyGYmr*{
z;C!hH*E)(z;iATfp;L{}IgbR(XehapLLxnZD&N(S<<4{-e<?bEUkc|9lcYovw0Srq
z$av35Kb{CO0kH2PI-wp$^1u)i8G4b-4Y0wP`r0t#_pme2SUl4X@Ho#P0I46FH`kRp
zL~re!@344T*=p^Lj+Ed3#k3ZYg<l{Y5Qln2YbPW*Yt$QB>JWIzjgP%2BOB`mlApoz
z>Z&f~+8bIFAcAB@Up0{FhMslBL;aL}P?Zod=(}jhYen39W<y5IkQ4Hnb2-2P@N69k
zpsM8kA)jr9(8^)XP?HT2KO@(Shs-FM>1ox0E%^k0RhLAj_m@&Gf>^0NG95N>!B~vF
z`{u9JKmG1_CGNukd8haKgW-`mYu(*JR4y1Dt1@H$cfPc!=6o>5FD_d?{{ANBLUhgg
zx{(sq<f~gFzk)j7I$&J8fmXB4uKT}133vcjuQj6No!BQXvCp^ud>v!DzM-J|^29^i
zI}b|p?)$)#cI>D|Q1c#rdM0*cQWxWsxqTdEXg9S8iu!fU<(8zM&wpo(I(TgK&A#u>
zdVNZH71jOHokne!9|iyj-@9+x3@~(P8~skN4Pl=l$0Ky;6rFk4mtwSf+RE?ubdUha
zJhTCYnE>|1Cm+^NC7rnDxWkZ&+qfdQD7ftE`pZe!Bdf}2O_<kb_biWIbslqL18qe_
z`IYm_R+cXhzYO`|<=4Vb$L9X*_*M~Id-31nZ^%h|W7;FU-oEC%-nZH-f}ipmr}5IR
zho*a5R=m37XZS?h^>a$9=fN*&5hL$NcQ$T*WAe&v7+Dec!`gH6hxdQCdn_z$->F}A
ze%zl&UlDPcj<Xkg<nIJJud+5xmLjY2Ni^s~&<~lvN^`55J*F<7Sb4DS``7PoH{5yi
zQ~iN<Xn3lTdU40QZLzl2wksI8%k*_nQPup3NiZ+|@MzfmQeSRd#Bz4@a=IU*`=5?r
z#Ga0gA;Zu1ZX!B<geC<^-u?%wpudIpHEcQ`=h#|oTU>@mg<tye?7FOwNY2^h{P#8N
z=YoI6_CKFuU7V8y#~j#jhjDcMs%ZcHso6cR?*DkB_V%%wM8{9|l<>b#ye!?g@%4_o
zwSo_jpeq4o$A0<g#-i&XaqR2h2mAhAe)M8e(pQ|VZ_o$#I37&*Hr-tkaT@;FQTzIQ
zbnmB|m9;fd2mKqol;?U)-(o57?Y4LGMNv~evMp}Ww;LmWzP{ml&tBgP+fr_CsrdSj
zU7Fu@Bege@Mq<h@JsAvH?cOqdaP*h`2i`hgdHnpxFB{Jdsl6Vb@!E7e>N36f#<HZm
znu-&veeO9l+}~Zk1{!s`Llb|<GxZ-%d}ClaYt861#*+6IHC%S}s|NV92|MKK<c+ok
zO<R+qWtm4Ho6oOtMsI!YmKgRBc5HPk;q<e(Xw#V<!lsAIvJQXWwvivPt|sEh#t5$!
z;j5#c<tWOq+>>iZROg*P9ldZ)$2r<|>!;+ej@NwrOgM0pck%0oEh9gqj-%Zw|Ju1W
zBBdth?&W)H5O42QUH?e5kKVO>8Q#l_OoP~8Zn4(}9n8EnZhjbZ_qUyZ`|wZliA^_e
z&3~JjXS_X<e%()etjX<^@#wl!E_N@`f2?=+isiiiaqH1XpD+Kjly{`+@QaMF%ISk)
z8I60poBuiYg>&`ht=pIK2O>U1gtz2u`)b>X?dWZ5=X$T)OuH5VzOuUu`SobnVYYlz
zPJIEs>EDw#P+2Ut{WHVzZBA<8A9S<Z?px<}GNu^5_4gh3-tUDWcR9F@IsP#G?ONY&
z&u~Nz>-LX%{Ivfo@v=_av%7=$JK$E{IMH+yw>R<Tp0_FBqk&tu*;5zp+iDF-=xJA6
zXt=_D{rqxjQGOhY#4VlgFqMZm9}XNj0e;SgSYb?c18GP@U{fQTi399+3Zp@-FWT}X
zGJus7(p^Emap6bfiw`c(&!zrpavH>*RLnvZ^l@K6T;~Vt%|rp}0Hw{qk<QM+FdWm!
z3@^;cl9mw*VkHtK!wk+v7z(5&Zq;{jVP9u{RdL{t;XkkUp6IWrANcq*vT^&aXjNlo
z<NS?uFV5e0h|(rq%$0{5k6yWTZASFrIB<j?uJ$Qdd9HZ*&(-)Z)V#n5_LlgVRhQe(
zdp+o(<<`W0^Of~BL2CJ9?it&trVnpxU!#t_;iJTUco$JQ0nxZ9b@YOiho$J_l>{Ku
z(483nczXW_<ikHp_l2(bxux&Qp895=gt-{!58L-FEuUC-<Zjg;_di?=cQe>@TwC@t
z=a`MM{P)Q6lqdv^_(os5i$<H>z2iDQq-hPeAZ9p-`Q1f#|EHJs?)Yx+w+~nUc`iCn
zSG3OM?!)2}Ti|uaFR$LbY{T>#+02Jcp!T`-hfDp$DSj`!*bjZKHq}0hIghJJX+IEg
z_3G(HuN5>Gdf9nU_FV5=!X{f=Z#ttkJP>!n{&sEj6&VA*8qN54@uxi*!~cPHtT#V)
z2>t11d13LZpEmzhK0Jwb@q(rFj^O)J>YkUQBigrI{rqLMYhcd`V6yz_1~u}#x17p!
zPxE_e(c6ggjN;op4i!adhaz@bzr+ECg0!JK%R)K^p9LRF*uHI9neWUUzryXC$4;Af
z?sK@1lXAgy^49icSKg#Qin*hxKesJ!_4fyNi8frnT;csRb<4Gw9rX>}J7NaQqqWgB
z0a?cKfwNtt?<$Y&S$GyvzosgM7P-^!W`xevNfgA|^}PCa_D9&xP5wWeZtm^ftm)Z2
zalB{#{IQ-3KL-+zm|~u-NLlZAp=TS79z~D5P`>wh?~jM;eJ<!WedE&`ec}1}RSgxj
zyOgc3h>-ZsHjDvZfRAl>TkfYPZ~qUJ6p#bIaNu`Vx-1#m98q@TO>Iy{WklpZt2fy-
z*VjM(xFbhd%kN$Gu!g>zyzuSN-wqej$%05SKe_DE)0DXltG_0Pxv*dCOQ_{yUoW>2
zD{`+7)p9?q7T<CO-s7o9h`K#{#@068edBR@W4=jQzxnjbEir~t>b8_+>mUt)5!6|E
z?)Vk&kd+U(kjQSTMaVJzbsU2O`HXT(rbLhsjg?D>2b%|Gqf`9VK(2hzw;U^yU#qk2
zi%k0X)^g40S-a*ye&XR*%~Q8xj_&_?{mv~``>aBK24TBvKD@n<WVfyU3@XKaWqo&a
zuj8_Hj%6TgOZU}Ze(7IV0WQR*@!*~rL5$fk`)pAIc@RcU6H1X)PZ16C=M2fF`cPUS
zWqaG0{Vbu?D)5P^7sn6<5xB;~U%w}}{qAzq?<Ymy$D=>@4(QOJP|H+d@B<>97kDNp
zdurF4s9V04!)cl4`<fp2e0TTTRex<cGZAjd_#>isAh_lnvp4VN{(o{3)>Q95J-24n
zwO_9}0E3B9<ISiYoPwx@$G4m3Kd=6}WmH$cFQPO0<EB?JKpX1LK{BT0@p{muPa{Ep
zNBpoYB5(N*)xZ2hzkav({``rTjlB<J-kDGQ-nU_-qO6*8<?>%!-mkm_I@7i{0xn+*
z_Z|4xTvlEFdAjsC=Xci&D_ZXv&!t=TzKE$iK)bU3;pMG|-+Fzws~NIpKx%b9#l5jC
z_f6xwn|}K#n`6gT4I(%4yr)=)Gs-`KK;^bx((K(h(T@!ydaH<(ou{KK9(o;HAN@K4
z_!+UU;!4DYhwD0b?mX`pQ4t~VqyyF$h+Wv6Fd=lx-(@0zBIZjw#ZaXl=A^4n4~b(=
zW2lv9m#A{ngsRV@=&coP>}q!4i8r!4H}Zw++JvDm%HlDaP=mkA8Frf!<;_Wdg^>uc
z8XzE_@;h{<pvdqkP)R2yGPAuma-i{p3~6BcNVFQiU4@?lDakwcvm(xoZLU4ub$(;b
zF%U?|#i-(2AgUy94-agk^TjKl+becvH{BPd)vUi1I|P2c8$TkCXmhc`<pnGqMw-_G
z-)P^&<FM`P_48TlU!NTx-n}h6J^c1b2&n3`!#|O|+?k4~h?jw7UoFmr5kr^;51)^H
zdgZ%mi^{p8;!@1tnicqkec^MvYu032+h`^?ls$3tB}6p5{UYkw;a_mmuX6kLWe;wg
z?wjsZ6sEJ10kZ-dNoaEeOzj|aWEK)_&7P-xn)FPxqNHawDcRN$OJ$@wvv-!v8yDyI
z!BA3^*`)21^f`%8CRcWV+hyzU$~H^Y^(i+Bn#leSl)>mq9;K_pBv`)171A+l5>`tQ
zLqITRRyC3ZEZL5n1`H!0Yrx~GTc8{&3gzHaK^&}#zo_TU$t~|IMT=r!sRf}*XS-m*
z;FfoPWa}QO<zk+wP@{slb;rdAYM92);Ij?1c^Ot?sTO-?y8T)lYNce=+g1nG26+el
zk2{0_&#7jW_=4&e;c6#foaWSu46JJ$@bC-r_Ejp>i9sw+06}Aa_|T=kkfFplGOwT9
z0U)H2(`vmn-8$Yov!sYx1POzMAjCticht!~i{m~DN4jICuHmhRT^k-#xunAKI@Kyw
zCrLn-O$;#s3_RE-k`P42@W=3T)B1UNYE-LJrw)mB>-O6vk(E5AjS{K>g4UJzd}ryv
zjAg*s5H%aQ<E+pM&lc-6P`)m(nEE~uHzVlKWFo7y%JBI%xP6vWVdf)JUEpsT&}_Do
zzmq2=>Z2H%q~+p^-G?HXY6So!lIRGA?A8r#5FW@@z0}jknUY(Fw%cUbbznpS6)&)5
zvN4D=D{722C{~^YynyB>%BWbhh~H`=+?Owy=Zr+3KC1ais&nO#ooNEZwIS$oB}>N>
zH0hBZQF(=xN<*8*rWF`e&7yM`yGAf}781_Y!ISbz=IBkKH7z=T0>?qvBz%3Rhc{cx
zu#~!~WoWZpkJNR{+f^398O{b9n{m=3i3CGK7ledlDdUH6@def#)69DzeO4=$G}t*a
zOuCagUOJQ4tWWV*&Mp=^0ppTRDE?%*FL-G2KhO&z=)F`ZuIF^99f+Z`-dJn9-z`sF
z!<4#EB9VirE;j(U{(`B@mgg|UR6i6(WjFKYXn501=@d4$6bMqWWva47l4!maTv*i_
zUQ(RhAHrZrW>9*6v%nFPC6~`o0w2JE5Blgp3y#!*l*Z9;t$L_Bd1#jJ$f0CDQDp0v
zWF3m7ofC62V3a@fv^7*B&knrrTa84Cfm@_M8AVBtKWUTT7Wlx`j{vYP>_SY^j>3XT
z+_+tQ{ZL$%aH%SsSM7LG6A9EIAQ}~^&H{|xumB@VS<sDvl@8iMKZgR6B>b?i$eV*&
z^!srD?NE&qt}N`!R=^>$Ks6QV7C2>{fvW^&LaMyZE|EMnv$>6O`8^9|8i123H32hR
zK#zsZA10BIaJn)d3b4oA^@7qtyjl*HXDj>MZOFnz28gAgEmb>)f-)e=Sw$*Ys4ud8
z_aniH*Dgj(Ap2}5fF3uk>!~6!J`(|wbyZt?6M%H3?Z8R%6D{3eD9?gevv^0;oFY5B
zG0z~fhOS5l8mM}J-FVXM)YVIBLplkx-0F{(coX!=JJ`;~LN=<h4mFT&?>m~^m89Fy
z_;<NiSo9Ax`&Z50@b>tdtNnI8=_s}Y9(pEGBI-B3f$Nesu#ZNdQ!uN&w(VYv2^+?V
z;V`u!)qnc0qqW`Bd;W~MdU+uE)d4q5_zv2~B>cjV4=lyjX4QLdN|5{J*Tvd>Et(ei
zxh=m;YUK4ERb}pvFYcc^wWf^vjZek#8%r{N5}_Nmpt<3=YRltn_lWhtxO2nKozcQ)
z0)VtHi*6(V&SzzeC5!Wged^)B(9VBjf1|wfF2AIUhudwq5fU5ebyQ)5gZQN75*J~X
zx(u5wD$M@##G3}V^AJ$>Ba#`N#CUZ6p++cQ$~VcXB~MDnIl^z`FptDI$n<}pn6T`L
zHr--8q8IN^WKU8R>BZhYeS=Io^oalLXwJ1^KaxHqMCxf((t^uBgncA~rv3*aQzzyb
zMY&2$g-uUyXzPN^f>v;VRFx;FEZi-BN?!R}yacaF{Az><g4kjSMo>HnSuY<ylf&~1
z$|=k&&$kJ08^BE~ftigfFy^ujf|eEgxlG{H2%f&Oft=Qy%3MlPWulAXKw}uAf?+5o
zX~%p6n~_A^P`oF`)wXk9gPXy}qmf_>1At7vhs8IW9q~_+OCEqi>7CH{w)#SEMz*wc
z3PmKts_Q~>C4mZKzQhd(>*Dk6s#<5p^Ql2tO)J+>jB#bR*b>>o$f@b6BC2x$waA;s
zH&3$lN-GNfj9q!8m6KWLuXUKflEYR6*5NbBswq27BDqZfbV47HBbTV1fy1D{D=hG%
z_Y!ZLS&0z}8aio07v-d<c=)32fLuvDuC($2MrFl?LS5Q|=o7{kP9=aBP-mfy_@=&5
z>I9KUwra)SGa;;5Eg@8?Mb=7c2N#H^P>$5{MB1W9d=WP83Yj)rNJl4zeVk~AhnGwk
zTy`+cQgzCltm@k%W8XD=n6LOQt!I70g?Ia+e;epac1y`tf8(sgu@Cb#alQ%xSt0FE
z^-`Vv05=S>USO(r5suja@0tu3&z2L)mR~HX*B;$_@~j5Za9$A>EsKtMdY0{F7Zx)c
zxc5oh@iUi4_FVZhX5=qiMfct4(&mCu^2cS-S0tOeDoSf0SF1k^0zo~lM-aO|o-okN
zfjDK>8(fJA&T&|MT)48QT{cmik`;)`ZFu$<<@J5*^X8o={_L*)+j8MW_({0b6Mj`#
z)l#iKvB&<r*Luh*$xB#Kxg9(qoJ6!wfYTJooPYM`JS?ucd1W5fT6=5R@cep5Mu1iT
z*0JHFD&4;Ce55Tk8%I{eCEeT|oPVb*B6{~_%g_IKJ+An?w5xmYAhl@KUD?Qq)cXTD
z!G2HC9la2aKRG#fK@5t5aD`GwTvopawyxCRVbhoKeaz{&x|)|CKivsD7P|Ywn!#09
zPdf(Z*PQoSOLg4hl5~GLg?LV2+kJOUPUW4v?><NM2nyfRc155{&+0~!;;4n^Z_*%L
zI|g^7kNt6IT_}-kKP&0ZFQ8%&<II(ph4I-IH9%Q-ga%B7L$@vJVRB{ZRG-81HV}(P
zxh*i)K|+UCb~ph^(tBqG<@jV<8M3amwX%UoM+AH`NNyYHkh&PA`xHEDsve<7I`K#-
z3=qVgF2^Q&2Z4ep2VC@;cx9_57!D@D?K6RfvI8^Hs-H!2mtYZn&Is8e!(kw~Re}UB
z5FY8kt-2N;mnJLAl<tXIQaRHfV0YOO9giDIrK03np82+15a)+phtaTH`Tzji3`^3N
zVKZ{3gE*bM0jCKe*oMh<yWBx$@Fdm&!0OR|5od2~ums@|Q%<E0V&gP1YEiQ|oUx|I
zjU=5CQ?BDXz%Hd0q*#IwxdwS;WTA@Pi@d{SA~8UmjB^0kOj=iatIEkeEd$6#Q%|6}
zE3E~fJ^t30%6`J{)DwePX~Knkpg0deGB6uHtBZmhPMU47vDQ#%r*z&V2}-9`Tibj3
z5%c2<{LI3X`JzN}F>fAGXClUtv~CmShhaOtG4?%8pjmZitFD7jP+XNekFq@M^I1l7
zQGk;1AE+`=gNaZ1ZJLYVmK~Vxr6L9s+<I*xiA1tvF%%?`i$3uD0NZbt!b<kE4-mLQ
z$tuxER0l*+*u@@<)YEa`mN12jo@W)Voo*w`B~SVjae$JksF;LOeRL!__2b9v5}C$A
zaf=PiGb)KI<~vf9q1isw_`xi*?g;P62ffTXBsAA~7$;D)dedAp+u<rDG<mk#WxC|I
z49o<Q>lvaFgW+TcCy6!D>V0P+;n65DR5grE7K^n{r)<b#9XgF)n1AY0esX#7H=HsS
zoQj4C6nw{=l^WI=s-i;}va&RbFwkIY@^c0crGS9x^AsN)IpCz1k~Q7<BU%I~BxR6X
z<PP(s&hB1%8VeFKC1e3k+%827Qf_krgh=FgmOr+chLZM&l63d_8R3xlqOe?z4>UQI
zCb9_$1*~|rIH{S;yXW?c2Od(CuM=R^ZTKb=rYuT#kH_mv=XgY=G(a=`)S-*5s&;XU
zB3G)m>Zeye;FdH5TP+dh9qN}R<i_;Ffx^n^A^;Ck$T9hqXJki*mE6w}A%rqfV;pul
z%+2i={G$Je7zo$R*~3eBd^qpBXHWO<f!hgD41Vjmv%3fN;-#e8<g&z5Dv9b_0T2`<
zJhHeAG6o&YmnO$59>lUg0Q>E(rqgW;|7<?<gLMw1N!OZN?tmUuEE>{%(X>8IPX2__
zv*mrx^4+^*9#1|$=M)B=a;*9GQ1^4v=L);c^+O`|U*uihEY7=R0OiLB`+AjlJhPvO
zDWbX6t7X^#*2C}VH(&Z@g@bGBo~6^?ZRT#~^F3%=y|77rL$2PKRwbSksQOH{L--G*
zuItEvpM8W2#gghlHVN^=cyptTJ+wofZH7b@h#+kh%)#)!r6=A2cIJ6wQRXmnC@xpE
z!wss*9B#)&+L{BEFUVO+rc~Qe=4YjAqL9FucvldQ@+@qHc>rffE)Rh-fyvfReR|aA
zc}1vpy_l;Fw*dsBBw^%>z<c5IC7PVDcu-MJ{Fwa<U@)-M;|)8F%fjOe3Tc6DV3+xn
zfiv+Cq%q}cxbB{7BG&qU{fe<nQfWWs+vE-bYN~1#cQDbOm4*{0Fb2bWNv(FQJheWK
z7{~UuB9Mm}%g}mZSgLLTiJ`$0qvG2UBgRetfhMc}J+ug}S1pOxW&0g?45YmB0P5As
z{|D+-ri^0Q`EbeeyM`OUz|K^l!@%)Pi%s1Ph$-$P6bK$(I;4z}s?fg^pG^LCOi!8O
zyxP?)0d#!k#>{)I5a$wH8K^7Ss`3)Ax?y5UJMlTjWhqMhA1L$uf1pDC0>iY|($z~b
zjK(irCRoXh@y)4_HlesI(=9#ZDIoW|B2T8`$@(~4q=${)PLePb&})()tb%4^fFntY
zkPTRBVg0aPTANAM9|pEk1|)(IB(6}PDEP5!MO!s4QXv+P2aRX-r_(U`3Rst-t4$YM
z=$*aO55y%W+C_CpxI~r$NRg5jL-9C$wv*Cl(i>_O*oh^f9B~PTf)R+zj4vjXGf@Q7
z0alNK14RtGRD4`0wa8W?Owk&^kKx8#eb?}mF0BxzG!mRQHgup-Xd{r9l++IfEue4$
zr4LEaCjlNK_CBSnmZTa5(ilGg8BP!C*gA#pnr)pe(MM%!QNEIUGO*h}!Y+XgfH9x_
z5zW!CvI{+F1U(lJOb08;0FV38xP6X!S_YJaq(Ke}gw6vK?^G0z4Df*QMP&rI54tdH
zctVE7*sofM3&>@4N-#)F)r8j1J3SKSgfi9JDrYScD;UXT#zdasiSc-}TJ3~aGiX{p
z-IIiv8O;fU?vSEs(l$K0kW=jhQZBg7fCqy@BXbgr?XfUuQ9%A#sK%2-8uSPQx&J_r
z8^2)2Fh#&+GR>2f+$G~xzpNU^>D9wl2sC{xgEC5La&pA*E8OjD<sp@S6!})Qnr14m
zovkkShVe*3fVg4{LMd*G8{0e_GFX8VBso|71O%`@L|C$!&n3GUvfsmUSb4()Xl#Y4
z$ks8);*5N91jGaUq43-yj>zdP5LKK9AS5Nlv!xEgT%oOJn1l;);x<uWTSrKGTW+aE
z2o{x-ooukD`!O7{IvXuU;$+?|Q)?(R*HB+QVQNkbf-a{AaS+<j?hF=gIvm=V;4bX|
zSmaYhQ5l%9bUQ_fc+_Tb-ldc_;OHO#<6MC_vbfM5PYjcDT{_g+dUB}FxZvrlh-8F2
z@nF;(#K0qXMtGOpEG-@Pv!CkIx1nbOf3m6+$?cu>e1Rjw1Z`%PTw%@#TXztNYyjD6
z3)0{gI4I!Ud*+?!OP5T^v?BPKpMqNl{M-U3`hB#jZ0}M=XAxmBQ(BJ2aRvT<dQu}Z
zGNh0Vv6b_Nocc6?1<7U=G+P4_6F_vCBTUS%<P$x8wJ1WbLmGJ0$JFXDU=vEjaMTIa
zg4v?wBPBDHok7H)I2tq~OEF&T)<g1u;WO)*rkMqu{8wjVa!O^FhBOdM9(VMyOf)Pm
z(d5HKrkxXLfd||d$DyM>Dp)WNLAF<67yt{zs2nn$Z4|gt+jvct9mOU0St%D|JOLDV
z*e5;-*@Q0lvr@yH+WbotA!+=9lO!h?6(ldDbq-K!L%l<Dxk!w)w{;!VX&ir@>KdwK
zB5~tOQ%?kaRP@r+KrAl35R`u=|3A=O0>aYLPYbq#Q-*~wGX_?ct1vevSGoGQ+E4n7
zXHCeL%H2`8?2i9c2$X>CR3RpKhLQ~cS{YXak&x!ni)|p;Zr8MlP|ae49v-T+<1aFX
z;s_$JV*<VBNpfy7AmP-xOjXYAa>C^QQJ4`0%+OMOKzes{Q1#0%ukoj%w{LgUlfxgn
zRv0bXn7nJu4_-^APM0G%_wWzx-<)dcqnw|f+ilH--M(^M$OjC4A&J4VtZS}=%Xgo$
zlypSJHmfpxz#vrLtVhUz?(T^Tzf|nm(Og>@ei}zlQEagMa`J}lewLGGaN)k)tIF=K
z4GPkR#{37WJ(e7~?3?B1d~K(1p=tj@l69TsKW4_2{nmYNwdwlj>-ha$Rqw7w0?n~L
z!w|22>YtyZbq`%A-Fw_CVm2=O_W9#L<p3!EaNV0A!(q3|?PV7c7Va|4##4zk&&OVz
ze)Hq=#*f^coRYw8`IVUSC%*GMlmvp)F7D*n<GkoGpMCy4{DhK=Ev1R4Ww@2X|3E|D
z9w8vA-UPl^a?KBqSu!jnSWlrtb0j*l7@OuIP&zCRx5-r)PKve3Bx!km*c$kJSS-Su
zCL9eV0B7q!(F#OKYkwk<8LynMp@IaZV3cfPx}O{_xAdKK_H%nPT{)hC8}!6<0+ojI
z`V^-L6d*ZqnO}J(3X(1G%yhIBhz2@M&EuDbvN0^Z+?MN|Ky!2HT8X(49uXZ;LAA9C
zDG#^8gvi^_CRe}UuaccR1h`Qvzb+|OIgk9yw6djPXfElxG~@Cs$8z}Ebr3i8Lr2G6
z$l+}}oPhLCdfmULeyLyn_v3#a7djlj{QbH-h1JU|m!A9``2v2b(sd}g&|$~3H%I^8
zb55?S|A(|`qsQvKJuf?UFmle`ntyhU6L>7BH_|Gaf`@${v7L0d=k}HN*GKkU&p-8R
z%@SvM_m)2!daE<;(8X)%+c4ah{Iy}r@?O7s14`QXK4t{IC9HvZ;{<%yihbeJx+3d+
zM`2?R^(%uL?%)0M!|s^f{yQcMFFNlo6PH#9LELh9aScXpH*qvERE5pJxen%_Mys`1
zCqA?zJXoHGf2^E(Vs@Fqr4;({F;qYQ|3J<u^PknuDoZmKt0Y<lIq*>(1OXJxbf)qs
zdVEkiS?zMh;#iCv3<@GUvRa+YHsM{+Y&bxQOYT&2;jFmZ3shX#SXgI=!r=}6NGqhs
zr%!ccqMR@s5)Zb)7GrQJ5SZw>*)Q;{OaW7q`ZJqVvx6LrVmLtTjOBV1<PKXw+sdQ*
zQra~^p|}}!TAjM1jer0~o@PE8F#S##0$WIss#QvSe1D`WX%V15096qFfPRQ4^UQL2
z&^)cRw(YDG^fM~&XG*nEANwvtx{B~Yq!x>E)|HOy9K=;AV5RfZ^2B&{)8H<CNh`|i
zie*oC%An2|{3B?RrkzyoTNE`CmmTapWWV^^7;7q_jE1XvVJ!0bh%=I1hw1(Ujh}?#
zb~A+2N+M@>@j&WG{ORebVIL1BOytP{vjJwWW6-?5&`#syc3sX`*%Y50SVvy4!sJ`r
zYH1<W&Gz#P=6T@aqYoFi=}&5hJ=o0_WD5vAS_~!vFn+*-+KFDe#0;-&vYD7ObdDEz
zk(Ey&CS*I-EEg#AbDWby(&kA*lP*{49qL^$a|nQ5@07ZI?8+3nwlX=3ewnf=<6>q5
zQ%+yxwoL-*usCK^M;T7+Huc;4lX$49tl*lc=N7&ggQCp7kS{E77TIWZdYepIW^dI7
zPtSzo5shC~#P-1y%y6A1B+uAv`#x_PQ}A|*w*+ca0XL1ru(%+)c)FJa2A_N%j%X@l
zB?(Ig!xssBQ`>T_p>B+%g?p142Ab2E;6mF{<21=YR-^_1XI^4tg8e|6pGk`J=U07|
zsnt-c0W@<5+Vx$H$q_W)3C?Vq)w+FNif?$U(6oE96on9&pDHQXj)lZR3}(0oREqF_
z&mvLC!$e$uONc``P6b%Ss(~w#FvXZ}O%F7pQEq6C4HoMs3vjnmwW$UgdogJOZ>CJ&
z$(tA_8<CJitYg7X;6jkOaw+Pgu3-XSkBLjnEIH#dpCUgg;s-lPfO=9k7{`>CwvPG|
z{fJq8#@K3quv;Cdlc42R-piq@Mr}<f5f0e~N}zT1#$Q`Z&oSx8i_y+X%Opd|YG}1{
zs!|o(=jQ;z3!`#i=4{|lF5g6k!z7D765VMaif=Pc$7HGLeXaOs#qq`Nm7377*a?aO
z+~E<Ky;I<FRZ_+_piCu0<3Qr4ktf%?$viP>e7zWdWF8ci9Pi3e$z;LKwnf0ZdZKcH
zHD;xY&$YBFBH#T%6LbLbP=O|Y7H5SN@ukAJ_%3MtwDKK53BFM}OmKFGn(F$NUiA7*
zUP`orlsfh1=xHjhwJ#nCeN?5mGoL*IcFi1672*T$$7e4#=tv^DT^6qtUPujG81}?N
zLKe>gJS}LG(A=0Uwh7CVpv+notQ;cqw5<Z@w7>Vs5s21=H2FyZ(od7XYx<uPLPH}4
zS(S%Xsyn$*V-hT$U{tc)8g>5uy|(-TC8&)UQtfE7<n0F;q*-&sqDR1<3Ab`^IYQYx
zrZjNBdYo`#&95u>VhRXJl*tq5As^eVT<mq+<-e?py|(_$ooAZ7z3s^<m?Bb%Fv>-?
z4_<#~MR;^f`RSUiH`Yg-jVKRQtaF5Uz$%TUE-!n7uk<!<NV&0VdVIytM|U?KX)V9B
zYgy#38tjct0QA7obt!mqR`xM&)lbQLJjZa$%L>-5RDG97gM3Pjh>peC$Txd*?A#35
zC%}E!Hfmml;vRIX&5g5(nk#+V>JnHt7?hYEzz3-r!&&5Pu1>(a*GoRB0K)@Xl|%g2
z0EnGIWm-%mQu$;%A^SLV!>$vJ&dm>Oe81FY{ryu|pV!lNcYLbFNscl%i(G~*T`L;m
zBI)H0)vgY)RXxrOJ~W8ciEIXAXNo)+Y=oa9p-!GP>4S7l3`_fa-TL)5!Mgjd&sei>
zlU5}h@!I}<lC*1!xu$USW}e>^I*sxRWSY;XOtZBb#;M<iyKpyAtf)gSkCQH4I@Fz|
za=Cl|4n^`GXf1mE%$?FQktU@p`t01<muDaE?0FM4kB79uJ#qwUK-bZ9u!V^dO!U~0
z7fg+*eha%`PYI8FafFk$2SVxZzyJH6%@@nIgCcqw)}P(=i*wrHBYRezUQ2cA>(p$2
zZ@!Wk5&Mz#Ja6yU(Pc>^<&v$Ra9XeR%hs>K@WSWT44u8RY1dTYu6@Vu!d~oa1M~)Q
zFYOy6|H}LTy}fVK_lc!9BG}8P*Ik&~6p_3(sWv+JSx)kY74}sv#Y?e)NA@zx=_7%-
zWk`xTVS2*N^ZGvBzBS#?*6`Lv@4k9tIchnb;e|u-n%b&edWO>O+9yqlH^=Pn5xn_j
zOXbR4S6*c0F%De!ioV+V@F(<P<JZ$YW2=1+ZDR-bEOrOUKW`CToKN`=#5#TH4?gGX
zBe%Z01+LCsc7%gty$QKF1bMK9TBGi#2R$fUxLUK{adv9IXXj^2f@7u4OGVR{)2I6q
z&{~pAbZO1mhn8I)m;_m=s;;`9v2r|h%egavJqO9h8vVhZ9{4*8vM=;!ktcfYy{>9m
z5p#J*#82Ii3m>F5U+%70cSW}B)r-F85$As0bN}Y;V$8+zr-J?KMmaiGU?ET?`VTbV
zr}VRkR=2YmYuIn?ehNM2P<iA<=gEeczbiVt+^JCXp7m$<uTP0P7hC}&jATg4AE;~N
zB4ck{SQEGxwJ)afgXftWJAS`?8g%v7bzplNA0<c0o)LSVVsl9W1ew`?%Fn+Qr*tsQ
zz_JDgu{gfpKx@@}UJcrsa!J82qfI>GyWvZ>_<Ad!4$}Fm0c4AwM<{8!4p8>uAi>P|
zITX?xuR`z|!qTDraXzZ41XHO(aCM!`(x=SLzt7}&vIkwSr=41n)}<*s2QV|b*jh>5
zC~Uqkt1VzJ@=-Y(i3gDGo@7;tzAR_RRi1ar32$R}5=j!vL~tLHFfL1LHR&)=e+1pW
zX(teaCk#Tu6e!A|-(#v@;H3pUZ=77_D^O<*zOD0DRex4ycmx#UafpC}webZ_i=_D(
ziJX1qcGr^w#R(f#>v!dq{#Lcv7njqqe!}I<(>Yr$cLFu|BdIZ2s@1&HPj^lPxNDu-
zczn4A4?U?3X&pF|YfFKLXp~Hq=B<RMB%HtVB-(4=E8OeHZ~kVVA(FcW>IS-Gre3P*
zYhS{{rK%5{l9pp7yMB1*a^<h^$7ikklP<0wv1{DEm2rp-JGf{6Uv}QwozX8Zcb`Xe
zr+#_;sJpMRdnWJj?Yo~}r%)1W_k4eN*T}MM*p=PU_t*B`?7bH8V@*x$hEtb6)YM}n
zSmUl&VK)!bM@W0N#ohh;Zyok7ep}M%z~w)>gzuUBjEa`!PyN8NS{JQt+=ZY=G_L;g
z-JblK$wQNe1q+u3Z>-%EF@5U$A?LkFug#m^9=b&T(60$9T2IrSPdYfSthrD%^5;#{
z?%!Fsj+?HELo~;X!oGb)v8L#!M<IPFTk78Zw)Tc|PFH{S(Vy}@&6y4tY~6kQ>CMu=
zSl7<?>`U2xdy(XF)FmqDvSsAZft=DC2Vp6073mk%X;Xe!q7{V#1u>Xvd55^j(?`K4
z28i7NX~Uu>Ar3TendjB<)%pC`rsJg!?p|kNyG_r+JMQ&0-~NMIyt#+D)(cf0c{ExO
z{c`ui^Xslx|C(4^i%)d<<(Cst41gl&aw1{1*U|5Ay@f{{zbW&ff~;2fmo5tAaL8bO
zT!_n54+t2$kF%0mCB5`MXK-JjA#WOz%fs3*ON2!ny%?#>97xX{#vsrLBF5GC?Fr-E
zG2xNrFEfYIRPUBEipcrJVq%CjGk3;=q%_tXe{k_cZNt5df5aaR1V94^k9HRj;R#;f
zEVI8@6-D1Ul63vhzTWztEhj#`+IQf@+BL&#f@-?MXCh98$6g5=X8$m=JY;k4W5K6g
z^i25<U5figpW+7Hk%;{%wt$nb&>CJ`_&;=2xDyCu12KPCOYU|_cO7-x<Dc?t%#)F#
zZ?D|lOt}AxOnd7{?b}s5-S}SD<`l<jj&7n^!_SnR`89ZlE@|aum=!Fgo*x`7wggid
zYrQ})CCE7n3~nG40R>=PW8OHSZCW=M3G??CiyP)q@D#FJFT}Zk5y_ef$n-z#d;sY(
z)f-?PHQ-nfZBM{S;8bN#iw<TUFy;Z!Uze+3(S!`?S8~Z%sJ1he%>8ka@-Mi)oD&Qt
z2zW~(%8k+<u;KJTtT3hCb;_s+bx_%3GngDK-bloO`xeGSM2-Dqs+^hCfdbrSTQT&a
zNUGdTmrh@F=u2-LKvNN@-gKYJ@yy0lJHX<em@{O@SYVbzP?OdP;U$gA_8^!xHIx<G
z4o{J4lfz=PW?c3tbC``EbEvjX44GN1n|U9{aAp?Na<mH!2hZ%dOx~0{9JF#~3_z~K
z3&n;fX=NcuV8WLqr-6AXopLvMJPNGhHs>~Xfc?P3z-wPP<cMuae*m&F;B#lB)s2}$
zgYY8UG`QKQ35v=lbK%*(r9;!MP_wItjStk@?qu7%3C@aLIxg||@NJvZ7$5ngD0Sqr
zxKIENS~?+vAo{GHBrS%F;q<cuhA%u3E)3Wi^kFATO6OA=b*33`K)C!rfXQJqo;!of
zAF3=XEVBt854D2lm~A{Lx0Q^j*7+fe@+r!jmFaXE>B#n==^87Q%ku|bq<TV=K&6Ih
ztrMXN*pIfV!2&{4hXl^B704}4fA@y5WglJReEX;!+VaeHM-LlFBB6!SO+aV8hd~fi
zdZaud(%z^ZFAgZEEjZZV_P*SM`j(?k^mgb=4ye3JCn5bZ1LxyBD4S@WnFwBWNt4}T
zn|V0MLN?E!(~Ai>W>y>257|^0Rv=Hc(%aanl2ev0lgMV|%!(v!h#O{T(1wwqmm`Ph
z)&v6HZ??lcuVCa>VBq#Wj%*$;@Y-19;u+FYc$7wG|Fjd%Oa+7$0=*2E<{37yG^<v{
z<*1Z8-t^*<1v;8DUhF?Xaw7rE+lI*;RjTb|es^XsgJvE=p)iuR{)_-7s}85hO{8lj
zPoQNmOAs#EW(n8YHv0_l35N+SJYh8`66*~yc})#c7)TKg0Z~x#O@rRpT8u3uZ+<Xx
zwsjm&dWz!{>JgMnYLpU2sYu}y;l&Unawr7pfz!_v5*<E)&n~6Su?As5aakRjrI_wa
zc^vgWP(u!H4!Bgc2PBgteY$`#GQhUBgWEi9C5Mk-TQUugdc#1b5>;<#jsXlMjb}N#
z+L@rBc-*L`uktO|r5)e!LhMEuNJCTog~06EEFW6>Q}r)h-YO7|J12(vaQj1su`?o!
zRof#CUhO~vNI$?uAW%b&s#2ub_;C4_(d^(=i=|l;4Ga`CZ6q_mn*oAU%WaGDEpP`Q
zQB#bgnR#+cB_Bu-yIiH|`$M1N8!(@F-Ynp^kpnj$u|(e40aU1T3$)oz6dr+i)B#9@
znwfTy?S4!iNRiOh)|C-&0+logON}l0Lo@!9%r<{M|2>Q;=PmsyYMV^Yks^_8{CUv`
z&i?5FTUL2axwy3s1x13J2y@niQqtpm^@qu!SL?Twx4ZXV3k|GwEFeJs164h+d>wUS
zon!i4c*z^u4=c_s`R^8W6kXln9%r@h@P>RCq!^WQrzY<xDs1nn@1`$(`{%-%^PP$E
z)35K~;D*6fPE{Whs%nHqL*Rw8B|SS2e*FCI^2+F9_b&}z*HPBN5z*F_A9a^2%INPR
zSFH_Q73FO6@W#;%JEJeucpZxtp1%`z{kp7AvVM#X#s|c0I+{eg(D-nBHrl}{SQ8TB
zAVENJDIOf_D2*zPBP{X^p!TvJ36!j2?+k24I?Fm8)JB#PkX&A?5ALKqN>MWHGKqKf
zdj@Zv#N+bcDimN#%L`W;QP$CwJLWrv$Js)Ylnam<8!W;)i!A8Nos~)2t0p8eByTRV
z-9gqyDk=_$hs3do37q-tYJ8m@4$NWrU9qG-K{d2E$9cxpXVwWtNpj2?H!wk_d(|(c
z9{4sLBs+LzXHbFwy3ofbEnP3QX2tWYy%|>e%7qa6BF;}BC6r8nDt~Jk4v>gjA#|br
z)J%u8O2NwZPPc|@LUYAPLuXem%Q~N?7YV7zdm_N^r~s(S(9?kc64_;{zEg41mEdec
z6M&rrsw0YFyk<x!dk@R(53+(-QK0wWafz&9KU;p6bay04ILtBkO_##Cx;Q%+g@ns1
z6g8gIOL@(}p&kRSnw^Be08EI#4q**39D%6CgnONu=ew2jsB!!B^q?0qP3AoxnIjOQ
zgLd+zPMXlC0q%<-B}0p?X4GupgLcG5&C@mnU|r8Q;t*s7s}LscXA8sUjSvLoBldL5
z+x|FGb$L8n*WhhsrKqeMCt+ie4f*&w0HXyxDV6v;X@?y&Ru(gF4n(<L?py9_?hnoO
zw425^a__17n5FYY-cO!B;SEW|K=1%gf?T$9oobGpr948@dG&U-`o%~}EiU|jkCsj%
zsohZ?7o@aH6LAOeM#o`WvZ5R!ty1}^O{8X+v%3{BBzG(^!z0t%ZUH!IpXCWE3zaw?
zxoSStgBga<4ia-ZUG(bzL)gE^C3*jU{P?9Xz%u2~8VnC8B-z&90-HjJr<h7PEUO)=
zZ6u^wp3u$1JaMp+4F$wXHq>f%TC23oLpcQ_&|=s*C#EE(9aKD&hdlJVKHuBzcl-YN
zz4@nqaCv!MFP?|T<Nhc-OIo^WDC^N!mTcfAgxjA58v20PlKup@!Ek0I+*p|4f|B+)
zN9vZ!h(#0LD=h>GmEsrAOI#cUZQ58{XD{eUJUbpFA4!i-EcP9&zVess?%3KbZ!GVD
z?tQl!{_KO?-Mc9u99b0L6BmX52iA5usqWU}qrX*c6m9;s{8+U=dTqub>L`M=;RFZ0
zBgh_RZ6wkatuva@ge>v0P%56DE)S~lE*L6NdH8soe)BtdTgB2R?fMISkOfi2gA*+u
zuwlp4o14ply~ZvlCgPR8ufg+G$%hY4-%vwXI}E3XBp)uC8TYTSflUXpQ8r^aDNP&Z
zg#ct`huBKj+gT|Ovww?r`Sb70|2Q>g@)m~Oprk+>%bD;V$lA*0>7G5Fi~Ml^&!^A3
zHJ*7aU9m~FZdZ&mI<6>yG(+?a>5F0+C;JBd@}gb@EqF1$_-Eg~*3W-0*pd`cp>`>(
zx-z&;u37ozZpy><d9p{BGk1sY@^1}KonL+a{ONJZL;oK#pStK4PlLCzJ;62NhosG{
z-S2__?SMX%_<!}&T;55K#FhYJ5{yc60)y7cG#TAy3CWZ%4avsdc|gS&W9sv>m)D%S
z`W^d4661?i<o+`vrQo`#)|a>Z&5E4_J5)~Sr8RAp^>n{WaMJ6hZxzGO>aAdy$y<zH
zo>^VyfhK0+!PYc^FeG1e@nECq@@(*MZ}v`^a$$hwP<ZDkyk^1d%q%<?u2GO=Qc>&+
z3VvwLYe!5x!u!lGS9?Qr?l2~%+L}zTQ!A?n&UEB$sUdo&CxDwHK^Hn(>jFnabl3C=
zYD#r@NWCxjevYy~0Xl*O(2?=!P`Lx{Sak{<In}8lEhQ?6lSSBfJ9^C8HbU=IEtluH
zf!}CLhllLUMTjWYnpEv(l_On1#R3x&LaX<RnAePFiJQ7i^Ex|*C`$2Wj)$W|M+#)#
zlp(Ofz%u8mb-K_d2ezxvf%RO@AM>1Ys-6yBS29Ipf*{<78HueXH+So3<iZ?{G%H_{
zpLBxrk-`wRgj{d7GY0nib%E;na6=hLP6EbIkd$V2BFUi{b;a$F^)gd{!C0t(txSky
zJD~}kC0f)>u#c<Gmlw8NlQasoxpky-GHYn>_-*{6mXN?fiZ?IZUmQvkg~`JPm>$Oo
zdT~!|CuNrA=NrmJ9+AzDv1%QjHa<GLD|p>RI>nco*<_X^8ec-au)h2>N?$mu&B^m{
zaB5osalhq$$b<H(vPB<PY}MrCLgYOvXdOfoiz#gZF~i)Laz4KX7(xt4_#}h@D+-y)
zW{nhfBuX<Iu!>2tEk#>(0|DCDx!JOXFd3aBkTJ+ii4zulNs)*E#N+}WSenSmWJVL0
zw&MsO>;X-N<-lBrELLMjmLaNVI7--obdDM)2LKvkL&Cmq$69fjSh5a92S7d`27+pS
z7D*auuspTTlv$nh5Pa1zDW$E)H!)|NkLo}gg%f%1582iCBMoXTNaxNf(S<(LLLf!$
zD>DQ#sWr!!&zgpI5lSue%iP<qYT~QTeYRucVLUqK;-g~n-j=u%QgFTwFDBOSN~qlS
za$yUBeXrr2SozDV;q&ptDP>a$fg4^%<I)d*Cmi{3Rb%ht!BZ=?_HyFn)jE%wHbONN
z=-IL#SxoZr$GIQ?5?SYr=}BP<4?X(O_jv60RYaKVF)W(3Qy48JbU)wTMI)iX`}(B1
zi(I&)k#Bi){vzn-Or<x0z*^Vyk1jr{`t{hAuTLX0S8VemVrcD1T0=sX40sP%LAoC6
z`-&QhSB$|>o>@IK-}!9mgpul^02CS((Z1K1E+JzzGL1&=sIfwF!HEDkl9n$Pae7AH
zK2wzH!32mjznGaN(L{FvxU(1(B%-;r|KsZU1)3$a>1j;c^l%tPPsf*lZm<}W+GYnN
zKrpbZEOeTmv^$58>s=RXJckk;tTUvTF>wdd%ua~yGMjU;4str%GE$&d!U%$t%FtZX
zOO$>pA#YBZPOzzM>;$1GrhC9Vhb3W%Bz9Uo7@SNYwgph&Jl8C>*0Tv$?S$(A<F*}m
zy)w}u?od3OF|+yYO1EqzxzIf{WnoT@k>iMkBf&mim;PV+Pf$$JOY{+`^#7lrcAXE#
z6IFy3O$K}9KVZEFO2M||mrC#+G%wv7Jv)E#zsrNJ-pf@Ryi%tB_a0au*f#(8`UMJZ
znfW7{>$>Vlrp@#*#~{!!@Tyi<*^*0dI6OGD?>4AQQCuG6FC6?!OgAlmbiq8+Ne$&|
zEag-JZ!nQYV=jX=X0H9k-^|4t;_}ER?*S*&oTm5kbWKB%smHVw5$_)Ao50T~WDdr-
z5QjLJ3Fx!$7jl*G0c23HFDG;)yq5+ZABJR}qO_Sz!}Ua$v%{+&EG5D{K$6d4-l{Uw
zuy6Qyp1OsYJiD?;LQNc6l&V43F_fJi7T`t@I4HeN_{3qr(NcDAiWeCz!}bS`a-+>Y
zFgt_Xg7VI(l=E@auxCTDB^H=ao=Txffk@sY&f4I>yO!x}wp3z@C5JpxuV|5kJ4R*<
z+Vo=Y+hMFmF~$Z;a_1%P)!wP|3^i1)Lh~5|=<Eq}7PAHxlS7fxJG-^~LnEPg-ev1b
zj8tM$cLx&7tbTfxj?o%4()w;~IT0P`7-Xhqvg~#b=M1PR{%=<YYMNgCAKU|yNz#*r
zU^DK=-&<{+iExoS3*V*DQ6R{t%50n9pkYD^nmNu->4as&@-N-%LFgtQd1KnFi`A~f
zT&OK<K-jV%0;mDZiDDe9b{5i|kxh+CEBo)6lBTMY&r>L^q*Q8@r4KtAJ|7LI&`O|K
zf+(sI7aZxvorI^H;iCgP{b)l~cMrSqn^`x8u%<VT33gZvH&ETeSde*|x`=O{xh7=2
z2lYFs7Er`ik5P_>m6I7V2a#Z(@yde|%BI3;)=qV`x_yAurP2eK<{FgJy(hYAl2m1+
zGgWw;bOss^x8%zc569Tb-IXMPE!#?s<ViTBiDEhkVZ)9im@#Zs<)k%9CUcH-<vC!n
zLWyg>>*5Di%Cx6tPB+l5rrp%Z6KHMG4${zA+cIp?$DQA7K-G}<61~08QMp^EiAiFO
z!8t}!lw|0#EuY%^<9_07C<Mk&g<z)#qf(bTS)HLMOb4<_hEJ(dXsXU8bEn(g9Y`nE
z<e^oa=4_HVAskZd=29}(%LF$lBpl6|hq<X%2Co{boVVB@^0MhNWN`*U1zn7-ve#9b
zq|yMLf*Bb)T-7v<4v2IU9;KrLX~;Y=ORQjE<k8Q->=m3AM<clM7o9*Ah%bLXsytKf
zA~Rbisqrxr3kJiYkv)Pb2^G$ke1|65M@Z2$SgeA=6iiPK<j*2qokn2M64#01Pztc<
zX7|gcsD_4ya{_@%0*4@m4u{Le6I(rRM5yV~8E`x_$LxMBk8+36-pK|SI=VR<NhE=P
z?+wL$goCcA32mec^d&G5;}`>mhWbmmQvv~QJ2nKNp33T*>zZsE5zVUUfQ4dZ8u`rt
z&e4I4-7oIxG><~DUg?R#)^v0TGaA&q)9wpgfc%m^ycVmmV&ve<f5wm;>#B7%j|N$W
zsZ`elK9=c)JXD84v(ceKI1yz>Ct^uRn9Wt((xdB-jSsi_3V|vexp_3CBWvKT&gg1b
zK0^Vrm`11^=|0D<@cp51kXO@aUt%5RUtyNYz3cmCLDFiNbv)YE&kLj20jKFDDs9#S
zDjg{>R6;PJ?ZyRFg-;FHHUpOMOdL(zCRFnq=R@I^|3LB#biSmMp&Bw*PTO*D1Pumr
z)2t~q=1cp!dPxNnfzJ>GQ`rDziJIM$ERg?nxq99ZqsG#q=COt`u`XDdh+*jIhDuAk
z8;G$wOzJew>uGjdmDwP`f-vAeQt1z5!n3Qb7cYJmIJi2lVZ(|K)^j+}b*szD)jpf*
z3Bo%cAKY`=_Uk8BS;}Ap?sBN=S{LAV)@j3~c<&CkJ1%i6jvF)+1f$)aayT)$>?WGz
zoNXSVc#71xK2s953QTCb9Jl}a!4nzRdr`5%J<YXf^sVn0+qOdU($3xfXGn6~bwPT5
zpJC$BS8Kn-Tkb!iHm=8Q+fqueJ_>1;`No}GxmoYO3*o;WWqfw#TIrW3&KzrK`6f+t
zOi%hJCUE)rme8u^fX1C-pkX&F>BqHwDPI?S6L#eOnTpfb-UF*IC!T$}Ut3If{ctU*
z;s*D{ir8VOkL4)hlkIyN0-wZMZ_jsZT*5o4XXXJ3KYtvS#dy}Og`mTY%uzCQm1)#<
z^dnDNR@2vKWIHbH_(&KtwsFmwS5WbMG_*0i!}{H3)gkZO5l5SLH+;XUMJ0Ur=+lPY
zjXV5VmSg3SUAakw>sLKP?obiR%_k;E`ySVP%bbn){6<Jk%MVp9wSv=f_<?F=2UO!E
zTpFD9Ty+SY=pxA(T7C7*o6RiK<IjRb70Sw$1*Aja5iaX$lV^qO>szB@zuCIEZuVlv
z6)@P7x-JP>lk^1(k<wA2_N`JnC*9>wol|7^u}<-XgU3!^+#=k(`?qi6j$Qlk;^uAT
zr*^o+$(%XR@_2!;pz7xz_ZBAy{S%w{&qYq|K)h1(C4Rln-!2^CkLF2k5w$CN>j&!~
z9tTC^0=pjWoj-%;m^m7sWHP<aR5%=tA=oqV>~8nB5Iky-R%SYzF0`iS>_Y@i*2yJd
zRfEig%to8u)??#iyK_|dY>QO^ivdxu=?G?Ym!1^WpKXq2ES230$U}y1vNm)h*jK29
zfFGsa(KeB1s|hAzhWRNo+8C|5MqM7{7rWn~YL+WhRZXR5c{5OMAkHtreJ`jjY3T<k
zp^;%_19zpUDZrtb0}i#nq#J#+G0?F(2w9|zae@_Xg6|)z>xWI(fv&@v5)x9tX4_Dz
zk}}ZK#1mJIK-uWRjw0^OZYbc2&X<Ernt8AMd`T)$Q+=<`NTn&5_EcvlmY&H6m1A#+
zdmnWmxxf@V0bz8{v@fTRl{~Y92-xf{nv|eWlUXB&u=p86a{kb~uRtLZy2lp+-F%c4
z3(YdyL4Y!m(VGp2vZMB6fthLX%}!%1F9=CdhJZnG<DtJ3T)D8h`Kq!=9*(rij(a95
zj1T?R7pAi~spR68k_cCUQ)^adk8wDjO3{qcUD<`8k#8s_9%i$%#O~uvCxS;bW4hjK
z2FK-K7pEPHcOl2KM^I%$ClOxvdb(?5lW+@cQf4D)WXu^W5oej!a)m9=l!BpEGZt%^
zp}MNe;hVV@%Tg%Gkc?<W-CQ47qo>sPx{*Op&AfP_%H-5ta75g&$WJxWfV5yV8`J7B
zNMpLr(%Ma_PIYGQN=)Nayt_5n2VT{hU0L?jW?r1_M^H*jrki+zMHLLd%jD_t)XW*f
zjLy5lAfH#pB5cdeOxyrryeOrO9<dhh_Q0lR#zVWhMDYQLV4uFZK2SO#RX7WjZduQ=
zdkVS+pk45gVCQI~E5n=6JxoKj1uYmrw`f=h%{dxcT3dr!d@9dp1K@WSni?5uz|8@?
zXoudj7Q56I2q`#|9}@+`z!~$bA!kHokDW)sf@&5=Kv2opLPAk2jp-Z?ji>VY^^mvA
z(pj5>UgMXSZPI#x;iAzthlCGj5Hauu`&j8@2NFZq$cNzrZyi!{>x=+nvsGH6rsmD!
zkwv!2bHsDO9Zf40TWB*j@@PI-ia5PX4U_iLBb*?HY$a3gXtB6B$3x}moe<#!wJ_tC
zLIjMQtAZBiMbmI|lOcKT^<LEOmr|`~86S*VBMaMJM354gGm54+I&14<Id?&en8QJ5
z7o6&79$RvOY`>^sO>g1N@j`NmV!_Rn)9X@IYyz=5BV#S4H%ePkBPkZMYO-(4a}sN{
zEn0XJXJ-P!^v>B+T%a<9of~?*LGD7c`$qS5mMR8<ePH+A13d4`1ve@Oj<hHBM@y@x
zmrsz=VD!*?prJ&Y%8j(YdB(>w=(0IgTa<Ac_YC0%>KkWA5o55t?!rl3mZ_hjXe<Qj
zjNP#Q!pQ!__9W9>*0a$B_B;e1U3#J%@C~d+N-+T-<}}jOHRcQ*7ixB^m<fJ_k^N)T
z$e_?;d}$8OI0&PL45!0o6pAif2Qe=2>EiNCX!m|PwHTH`g^s-k3f}|v_Eb=jT=NzQ
z<KBa%7f$5FhfonAz8`Acmh?;DOZP@f3l-Ak{LUo`x)?j)*=31(=bMQoj#axXBtr}T
z7|(Ldj^?;0b(i$Q27`I>u!&f>MpG)Y7CvZIy~BVVHVoclv={c2wnxBdH>rV42SsI{
z355j#JOeLmg6D!`$@#hx!hFx+uu2p&m4j!O8g)uQt04Gz<QCmq{nn@V0{tsiEN9n?
zA-}2zp5K4!u_AGGx|5IOl+%`^qh9NCfB*HHHUDn;EZ|i@?Z*Ei^iauOHf9A>x>!4e
zVUe$TW5+7hMAA<+F9a!Ni}9Bl53IcT!C#Lhp!EG%P3-0$_m{giyjkxQuzAhu-ntz}
z3xA-`%b+bguWUNF`1>!vHeYOCb0X=$gHI~^>*=-IK6{i@*IOSKcIG`$yW!%TYX9p_
zHA(A%1;Xi4tg11xkna?&s<gfbaF)5T8oaik>_OiBkMLptyZXh$jD3%{ZYp(-4$oCR
zJmKpi^!%!OdbOA4QN&p&TVOV4E!C^N3i~$SZG3bERH%MV3@!~{L;R#PrRvY}&E<7#
zdL`=CZzcYfL9p6f1J8`)CC5ZgD<0@XP}IN?*5L)ViWFmu_G}9>k9~?GXJk>s%>}hH
zH4~8HI1Z(+s}I|sKO-hY3j27Ot4}wLRGy!@e3jn$@gLenr!zb6T#SrIvD%=#>@J4Y
z0d}YrbJSRVOTQ2q87&4mQe|sQ)Ig18WN}Okb?PVBJm+W-cqgzl1>=Ke_7cy@ufF{J
z_M_*!QI>{*Er0x0MP2=D`_>Pd2R?CJJoW0=>(~GL`rm@<S1t{FzuET7?^k|3*}M6e
z2dAR>)~1!4E`EyMxTCj2OeYFoxRd@bLL~mh=l8#zKf+mlu`#9W*dLd+m;CwY^G`_(
zmjl;Bejhzter{6`%z7dBOCRgal(qg|zpQH1Xw?I`bP5qp$E&2eEG$88UpBjX|6689
znSL1iXdg4Qw<~s&sjlU_8PT8I4NMI6R@lzC2Pvy#0&YB+;6ncf)*K}%bAxGELtVDC
zC*OMI_Fq|dSM5q)@!jx_m0WVx{R5wD4R0+7nyPsix<0o%^7v0*pF5p3^zrP0hUd39
zO$R<+Et_50*n0@>weRoKKUb{3&~!fW<X<LkEZyBVku^*}Xq9Y!<1i`AK6FL$?8gHa
z&R)LuWasV+FZ#E<xz_Nrd)&?kA(Dco^RIBbe%SYT=zJ4CZjI!Z@)LiTElf!#R}5b|
zobub(H};nCd;XiTZhCw9*Huy6`vp3uR$9!vPwqNPDlQ!I{4%c$c=h@*W|T2Cn;bei
zBD?(&nd!Na;-7b6`0p=`l{I1A@js-N-u~(Uki$7oaB6r}8hgQ3<DYREN-M3~_kG=)
z7Qy+hpYf~CV&7ILw7fg?raa}!r>p^N>7+Alq!m-*T`vpX89hmGfSdtn%_LIb+59T>
z(|?ktyfy1;c?ZtCDSdUJck|!x8hjr%_V4EG>iy`$^I1nKjvhVf^w(Q|1Gx_oyQMR+
zarMrMpWlo<+P0JOP0TCw>)5zf>%a8gk<*3^*H$a9tagHNRL#NpAib6T*m?e_F}-Dx
zGO-`U`1G|;_P?jk`?%HKzmv2j;_&7`MYP&L62cb#!?om|dAr^1<iEeaXsA8vv-^JC
z(N*jp$(>{fm1`?KJDjocaM+mdUs1`UL0ZhL2!!?Osu#CIFzp)YK-~b=XhO$S{-wf=
zatSWDfq=x&1`*HXK}rij{Uk@aCOa*Fp<?fHEQ!Armsl-fy?HV07`shSi3x8pQh64e
z&V}wp8s&Qv<*@UQd!sg4*Z*&0`?mkyj9sZ**Zxgb^Y(iUl4Ji&Nxn}<U+G(YV#{xz
zq^#Rq@e1Ag@xGVGmF63t1yBElNIAB9dl~)o*0t+Wfb*Moo^w9HxxFF|&k^1_*?8~u
zhSYUFE?>#k$DIS5hig~tIf&n?8bJoZ61W@)czvrz%778Y`H)>xAK!oe^@Z!#w&(5I
zz3hGZ;&|iR;d<`dyo1}r)LUZj9`V?@>18zdv+^^-Cnx*f1B;xLhhtwSwS9S?u{&<Z
zYxje@FA^)>Tx^>EV>Y?*)ltfhAGef{Si;&Z`>q`Qyz7(A_lAD>>k(-09{B9zKfeCq
zLfVtpf1G}0J(}0{+R`F&j)>T`uR(;ie%feFIXiU{Ot`<-PA-}$yft|oYgiB*uiLZU
zLUe`SxHYn_R(V`mTNAdI)4S3U+A$Tq?^K=v44(+uCK!qvy0l_<^&gjRpHW=&>%Ne2
zXvHs^L{Ha-itCvNPH=`piry)ofS3O8=r<d_+%vZ3kJQVTZq~lsv$b(oQm@;!m>r_9
zbC+hG3S%ENuQ+D6<n3McQ}Nqj(y*He!a5_gUI16>CF8TI2`ckFAXC(+ZPl(KE;q0S
zmThoRFQZVV|9XD-@Cfe;x+ej%&LA)TGbu@y`x7*<qSk5qmW#LUU)p%(tjD%bc0D}B
znRIDs(Y!q3ch+l<;pUz7Lep0}IE?*hRh%;#UAzJ+0)T3(gohc71o;_4DA-s_8>d6h
zrqfEzDOH_XUU#|x%|>C7(DB5v0f*ijWrg5JQcZPKBBR@*IOWY`=&C2Lo)j~&GIVU}
z$P)3*g3uh?`235TyC6SZ-hJ#2<lwrLWyz1tt?K&?+fIfPdy+Wo3ePDO8Q=2ze*WL@
z1>3hIC4N@scctapwUm@_4yWR;7Cvho{hJ4+RXO2%j`gw%4kkA4I=H(Y{N2IkxRbvg
z_<Gmrz3)B;4)^Y3A+}V!eAxqa{!SEg?o{Bw?XKAhp?)slK*jT>d`pyIkK#7vistv8
z3n{<<{j2|vYF*LAw58V3FMe5C`Qust`%gDey&LP4_>9sO+afsV9}cX3_4Vm>N9m_V
zcKv$n>m3~XZfat84t?6ns-2m$mUZ8M9QUNbtM=T1)29(DlfuIUqH>ZyxoNXx2hCp<
zeDF!B_x>9n&~fiJUJHNs>yFc`DCa$iQztuJB)m^ZZ_UCxkgyK`XNd^FD4mbq+5FqC
z4%Mx44(WGw1{WL_>R7hf>dC%UC60G&_a=lXiM%{H5vz50!SP?&qn}>%<gQu1bd>lW
z@JlK`?X-Ay;W6mOCCOOP`o#seFN9W7l(i{8DtEz+R=kd&_H0e@i%f_N9?pZ@d=Kp5
zah723f&B~E@l#>sB-&J-D?0}4*>si9?8JuUDOX#v%e)ui|7<<8aOWsvAvaKOxqk(G
z_RbDPD}yFgWE7!Q49Zk!GjNAC6_x;e7ZRJ!9@2mwnK92|1ejHP1SZ4{%*rTo_K@+v
zG8akFXVGRmUg8#MV7o2wCfdOz=*@JevC`S`cpR|>G&XiC29h*rzpWCuqZQmDo|Wg0
z&A6u+Ivo(!gfF)!+7RvpR^T$mR9-wEjPM>g?ADQ`W*YA!U;$A{lF0v_A%ZA!6?{xQ
zOob7dy!5M$R?}7>ttV?)19iKPQ^2x1ee=Lrgwc3ngZG2CjwRxfCy1<o7IczQ+Pg5`
zF9@^vN}Pj+krKvXlk!E7x1ddk(n*=Raxh(|2$)!P12WyvDX-L5waUQ_jCW&9w<TsU
z*ipl<9;z&R56t#y^u`#Yts9`1Ai;nO+6b#l!ZVMPg2+I)Aw{F|H1S1D5X?brRkvy@
z7wnEwg&0!?8ln^=ZkQV596s(FJV7$LXtb+LJ+o41D#<eEmd^zfE4AJ-68FFIczOiF
znH08=GwBuPIT$mVc&Mb;y^{bET6AJ-NJL2Flwd^XKxS&CZG;Kbbc2nXNgi~c<~J^A
zB39{TxXRL6?^lFDLSbt_zI#AsL*iRU8>Oz=Nsg&DW)p_yX^>>LX&BYPy231xmrZ02
z`(|Rml^R}yWJU&cIh+GA&P<L6rZI@pPXUFKsP<m6A6WYIFhOQq!@N~w>Q*%rp6x6l
z)-OyHLtVPc7UB~Kt|+*3ewIoH3(2&_R&@>}*9-&)bE^Mia_=V)#|08taJow;j48<K
zlP5AriTl+Z$hIlBId8^fQ`(y-C-c&vt9wY6gC$<D1@QCJswRqRMNB1`V1h-D3)K)L
z6rIl-43dr%6EH2EII2tElId+fP;D568N_170K<&r?`7yp{#Q8gn3uoG5LNx3{uv(}
zl#dq%O?pmCuOMxy%;a>i(_@4%(*SV?*<Mdyn9)G!-c8kRAW<W{moz)po=Ft;drxT;
zbh(E|TJ=rCtQ>qdPI}h2O^_K@T{&VNvB)8fCWOzU+6G?A0J^lzNyVC}Bw%~lRVB3Q
zHG)zLJF-VTU^Wy!{T1n6(-u`i0H5+k9sl|Al&|{$$ZR$m^I}&-SBmQg+JX@{UuJ3B
zFq}^uDS}(lBYV8K;7*h~l^&YLD4QT8yLIGHswT2!468SQ<`N70{591}wIhp(Z$pYA
zNQrcjTa5cdyQ7x_=+<qT?}R&pCd^^?g6?D^9h%?8k|{$7Gm!ldzi_xTN3BNl5>srW
zP><PaC+JL9m#SW~V4NpOt+^5S{kt!0N~yhgFfLA1vi`empi#*A)Q)HrMoFmj$egKZ
z*#7d5h~qoX+?`K*b?JZAm9d*QOT)igl%EAxu4h+YBY8F3xp#LJJ<XhZzRRca;kLAh
zBh$?rmCxBxQ`bIdl;hIRN37%>zkK=Gt@i-*Oy<<*ao69Ho~1$_J`LJh9{2Fjb=oH{
zVzvk-WnX;m#dr}JRdl16xaHwT$1flM=-@~GdkNQ~@6nTr)y}Yuk9UsKvp(4ty?8#_
zzH-1$Uo?_D>jU_#Sw*l<YZ@VUi3}g4;0tS&h$?f`oUWvAkt?*X3uC&s>hY1;#s~I#
zb1cvgVCh(e1X0>4Hxl6<-o&OH{748@pz-7ANRW=oQg9!{bVA0v7q!s9BMwU?vi?jR
z41zjQ^Sv2@<VdJPY=bZ;Rds?yLirg`)7TuE*?_RvbMVe|zr+yVOz%77w!2`g0Q00f
z*ldNk_r!F|P+H49Wuk;=p6?sZTP05<d9YJ+zH^9T=3#tP-w@ITpHuDLBu}dvu~6`p
zOPvue(+p~G(T`X?GcxR{B=TOfejY|^0aB*xdc)-gt`Ib&qfbzIQiZZ<-rJ9wzhr0h
zLQBBwZAhat9n9+KR)kkfHIi&Lth$ky%x_BRtab;dD<v%BaHdLDgDa2K5X~{*ys1C7
z`hjQkCKb-nkRmS%ODE-mDBk>BBbk`lW0O#tyO{b-b*6Z7F8QqyE+jVgZRx~y7gbMi
z2YD%^#q?sIzC_klyflEI$7|EXdZLk3G|jTHhdQ;R!Yis)Wo)-u^AewC8!N%+@n%SC
zig)tjkk`F;K5k+CL^MY&aW!a>By-rb^B%?P-jJyP82G^&gV!p(V;+2)WUNMT!XU=H
z6ZavDGXHOhYD)(5b;3((8dUX2!I-pN))VFKIjtm>Fr$R{?&+L9<7x~t#4S);ZSU5p
zAkZ=(HVr>CMw(?=rYVgea>mTZ>naT{lEm>$UqUiRAee`RjV6*E^%H^uQOJ-v%vab<
z6LIrb>7euM5)0F$)=a?*rYLPdgsXOlpCg}}3X?L(c>ezYEXoc~cbO&?80UL|?M+4@
zAO|M|Vh9B{;DJRa;={Ds=w8Aw(L5t6W=I)J#3ZefdpB?7?Kc38={3@5H6}KV!>ByR
zEGTr~CowxQ!-Qy)6S4hO;HVqCwEYhQd!iUK35=E9>vQXw3xL_MBo}Q$x>Mh(rcxQ6
z>l#VljZ?RgN+(+}GA|fx3b2(Zxgk2un0EksZf>C1XMVb>yGq=tQfQ>53fCOVQZ2Yp
z&YH-3&L|^Rdj8pH(hWcjLr&hc>3U}8ROS>nD(Tg{xC*>YR$IZ0zHCVCjT2)%b|%f9
zKR#af`fs}01=Pzl!2}(5YgLs@2Yu8Z<L#B%7FH>8(Jz!vmVH#c>{?Puvas!K)^d_^
zYw4?}ms8&;|J|QD68pi5Efdz$q_WzDuFaB@^tF$xNNHk^gn#~ZKliTS;d|hN%RfGM
za`|fGmS5Krj-Fmon~rv3?QPomP|zKxzIE7_8Yb~&4pk!aY-0f-L$h>nAe}i}h#-R~
zgIB@+PmVw0ZY^E5-&r_HpG~n`&D_Vk=(E-}cv~~;lT2$?xN>*i`K=pK^W|>pZ81y4
zzv53G@$V1!`Re+iz<THz-Wi@UY^xpvhyP~%dHiJ(;qKQPZ|@^r^GRMOUryMwB5L>*
zLAmin_g250r!U|B>#0A<IXCvzj?ee59ma3Afr6+{uh-RL?w5ak=PFQq)`fF?c!O?|
z9P2Y)EUfI*mzsy6V#1I@JA@-+ZPv#41Y+t)G6)iXg|JtAQ~T!mq}NRKb)O>@)$O%E
z@4Ks6H29xBxAU5dZrk?ri+`T^Wk=4#)ZgP~4{Y21@YjM0@SxoL^D2OYK7~Gx_axwc
zZitN&k^tBZ6XeP0W7MUT*2;lKetnfahb42A7iOc=nG!A(HI-OIyQv)-q$zL{0i>wh
zrJPMky3u$FW;m)~n3r8S*x?L|<Z`UZ2)Vdaw2+0lNu@MSMS|RFN}po@h=L)y<_8L&
zPHes&GwRDWzAyr)(zEqUk1@L+IT<wbK@&qWZJsjRKoO7#3%?%kt|W}q5tE~mxmK0F
zSuE4BjQ3&p`ok@hhV-lNFg;;V8$^<qGe@u>B~g3Zm0|KlT=moGh3MGsxm+-A#ps&K
zQTn<L#bk-w!Wkf1u2}&oBryx?@!6i!@N@zINWljjHDj<Owi<&_?Te!rG@aL}gOI5R
zbwG@ZRLf5q^B_<l=y=#X<zco$q>L)6A8As9P;YoXPw7OBl7O;ft+o>gubk6*U1pY;
z;L8_FC#U#=AvOm!gVE(1DWrU@hszw8l2qi+njv1Gfmy6Xpg=LO*9QRunJs<eJT$F(
zLfE9Qd8_cOEs#01`cB9p9COyP99SMQAtVYtLI$Dk8glz<&#833{9>P39Idg43s%26
z?`NR1uoSC@7hENi3m*`tw39?N&B~xO=)FObqI`m54AaOaVo=bI488+AL-6xmo+k=!
zL?s!W#>!Tw*}R?}?toXx1>6o_cdRL=2TW3{M+Sr|V=Qpkf+*5ZU~$hM4c$g0q!;5&
z<Au>+THMT7Pj%o|#4T@sDSO=8ezfUPT(rF4lY@VS?_fLI*To9DAo$6PiXMKZwo{Jg
zElL|?P+@0l)0t0heEo=h>h~ko*CqZLCx=$!Fwm37%Y!AtGGtkjRmiZ;bQxpj2h!>H
z7_zP3*7+z;z6bD^_MRSD+j#$ZctDKuIBq|NZg3di#MIEyq?D=!iMu6)KKR4FhikdL
zNzU&9D*mr?aaqVgO-eZ*%{pt)rZpvhz<FME>)__04=!b1ymj!~s5QL7y#$ME;g5G{
ztyv*~7{gWVvZ@kbr^bqW<1=8d5Z?K*{HZ)80@L0N?KEa<x-{BYsdYFDB7f$NEj^M%
z(Q3oJb7j7fLzuCKlobXbkB^<hBi-nmQf;0`1_H9sez9_!`es%AK!c)wp=_W9lz0MW
zfemXMq=L)n#1?ZjNw*Z{99U-4tI<wyff$|sbqA=J#RG6q>&JHnwCWav+4Q<Ud%?ZM
zTI?IiVJb6AdZS*rcTJWDtdN5=HtC4xU|vquSxKU&tfVhez%PO)%e#7D`Sy$qTAST&
zP6Yk}^|x0=V9JDOnlatX<pgkS7T+*0f|GTSA0L&|iNACY>a{Q$s*BI-*2(gcT~pbX
zsQi>6{Qw`#VPfrh{$zRk7>E=;kqU}#?yq%+!#``Es@cCMY8iK(?-e>B+a%|E{C`Pv
zGS|HaUfz1LBzpYr0)_G(IMh2jH-Ksr%-T61M9bii&mt27sCkxHknYmuVSF+qt~&VF
z3H#oH=2(?7p7@4b`bn4c-H2IR)&p;tGZcJyq)0tf)c3r|<{OG(?p)5CQOqr1-vj4j
z!fQ09`DQt9mJqHC8YnJ0N$l=~hXPT<iU+(B$55<6nI&Pmcn&E%LMDRB?lsHAa@(v|
zWH!ijfw>mj#^B5$ucb0J2-fMa6rJtC1n_L4*m8<5Q8e2V-C5Gf%=L!17cOE6bESq6
z=Ri7R!DZgV2R7L=Q_~x$#lGx^4oAU<OThnm17eJck`Z$~HcT)V9T*rdckY>mMwet_
zQ8iC+7G{`-&x&kVCY5N+TO6_{j~p)A0|A#pI^VpkQp0%cO0pfyoLt~exeaMlc2Qa{
z!JI><FyK0pZ3NUysuv(~H*55G7MWnLBek-fgUlcoYO+TZyxbAN9MNm!$xfla=bIP#
z!T4nEO)5w3>e)37orUawhRDH(!4TBE<Wn4jj7A1WY(%wHh+}m1^V0=_;Yjwru^w~L
zccC+Gcf)Pf_r#%(T^!cEjnEWOl@|!Eswf)PjZOxc9C|FG#`}eF$c1jwrb(#btWLuS
zYSHS{7AOf+_X)AnIIo~CJV@ho)qow|mRX&*U5z!p12rBYcDunOL<cR*Gw5Y(^$eCS
z%165m@(aY>?(iZQfi2KeS`8u|R^|_?J+gWVzwL7+d)DQts3bjwc!(*hWRNXnf}qRM
zQu(Y~h95!MBBxvWlKJD&USZDJtQ*+@T$jF55cxWlIhZNZlp{J7-Vm^NWrp>;-Apyn
zdlJ*8Ij=DKA+M1n6}X8ikBo+6%Uso^=6na3fRovP(}4o=USD#nhaIfnnO#d?^Kp7F
zVLcgqrJyOn*s-26lMq!8Be<3}yDJtC7YS9stTY6S)eyx~BeUlWX{CSWr{6${p#l{R
z86$&-whD&IaKstLC|^f;U@xL(ko;-GG)eI4D!ZkFS#3lf(I&&3$~p652y50_I3d#G
zI|tef-la_j@HFrNBQhS)A+6k-Ha^5TCvSulMttk*s%VU8bAfpHptN#B7o#tHJa8U^
z1+U$vQ{&@lG!llgoZX+zdZLzrIm?a-mmW~gLJuI-H08TLbo2)#7W+u?XOrlaz1bue
zTIIYs%+0AgXF&~}H*}}msEua}@>BUXtvx-1XQ*l#5FsFKCi0Bp3Avk>h1k?fEeupJ
zowTv<g5bqWZP~@;yTAmglGx;=A<lry$ADNqO3@lt4kRFIp5Qx~oSykgwZt6}KHV2%
z^AIJF(@A2RA=@@qo+mB?4<mtXzQ@CJKt19cr0B!>28vm&r;7HJ3u3JVr@B6|++OUX
zlFIZG+-$iAn9<x!vWvKRpiRU#TojTe_on}lmntZk$RA0aV~i3Hjeta!yKEGW>?s!m
zZpb60W?no65*nIL^qejUE4%Gz>1U?FN8l(T`3S?%1u|etZS#~y$~z1S{9qg{bRHq5
zH6g+fs0FYK$QMK@p7+J)1a)e}a>e`rlxwHqFv06!!b&=G2t@39$_yU3VAM1OGhG5i
zMzgMJjNwiQD$`}4F?fX4`E`0|xGs_)C~Ykvx%A|Ar{2ue1<_b%Y48ReEIl+|^Gq4?
z^gR$5t*TzSAs=RjgX{$nFQpEaff%b~3PuWM+)U}hw)x5_pmGwHWm7lLPlaxJ56~ri
z&sj-Mm-W-xl~?t@`mK4Udi>JUwE?>C3Bo@b?Yg-lz2ZcrhYz+Rs;E4wdq045s#;Fx
zcw}T9zV>6~`L7b=UW}!#-TU~!M$v_ebA*#eV>uDmcRCcw6^DG*gTCg;f>^<WcVE_i
z{e$<HDLS`CjlY{)Jy7t4f9M~z;-!V5wNMG`3Si&fe(;mhz72<6PM+NH9{A~g=g$vk
zW}iBd$|{dpUBbQ1ANu<|sUZITa(wlNu^a#WVjpXhx$ql&%EJxOUGQ^YusovQNfr?0
z@%^R0o4}B>Vb5P0`{7$71iu3WuQS_SW@Ja<<$eOzgZY)(JkB@UBL1HwwBHYZ^YA!2
zIs_3AN=4k1?b^J<Wd#%)eCN!yqhIv+{%YHOrn$U=RQVO_yRZBIqurgPZ&)8uw>$27
zh01@^j~90R_|=n{2zpd2raueBAU}A=!xE)A#vX>}k$eTtnv5ov?Rj|pL${-kze66Y
zTDv9d@GrZ*>-yx(tHq0-CN8K~okQI{b35!ubhEW|LrUw>&tGreaPiuS)BAVD_^;<2
z`hZm86Be#_+$v@-4snA3N4*Y`I<mJCA`ST^aRiyc6fY#^$J0q(HVyVA%d8p><%|Xe
z!->u=(l)NWHI3ZDY9ve)`!5wk2#Bs81nB!3j~@J1hLQxCRZNfklsawXNNyJ(u6Y9g
zIYwnI?0`mcY4z3-1L|E0FoUn~jSB_`2?4Q|>2@A9(6ka$snMw5tyub!yr%EZdgDM^
zJI@bhZy2Q`MqvZ|%HFUAu#Tj4AiI<#Q|{6YS<lG3FtOg=Fk+bZ#?mED@SzA%Vj4@n
zsxExYO5E?fItpgv>I&OPt4{F*dZ`T5brd~jr;Y5#$fS5j$+OOq9<9wD!e1oJ>a@Ov
zE=0)UU63JWD#FP0&*arh7DPWm)yoM5O+@L%5L&4S!jgebMN@Jjz4BXl2Gk&>YbwVo
zC4i~&nQS1bZ^XvamuEzq!8JR|^s=d<s#`cyIZ*fi_<Y!1X7BbAe2PXrG||L5@+#ha
z?_g%Tx*^@OEpZg=(!GTfMe)&0>2yuA=P9>)-sD2$;Xp9+rwea^a!g59lB1*2Bw?;<
zEg7J-l(1%PAhIv3`d+&wgG&|Ur?&x1SKH0GI>m$5lkQ;XMSRf-aGXI-wda3owj_3X
zKQZkE-4Q>&gyr#Ou--)vYwDln5Q%VKrmFgH4%YbJ0@wo2P)PP%$8dU4DwYC(;@ek|
zglel%;2w-mW4h*yr-zk|q)y~@u_on1b1=#<00z}Jf<mPDs7y!$j#WI)EGjPlQ6E54
zJO)P?!{kAPhyN&Z5!?u8LhbF!^mJb5G;TqlDgk@B@FkGujDor_Ax#pvw7z;lHjN$6
zca=`s_&H-hiRTe$B7H*GNKgibUY6dJXE7GCna0@VU%CJFq!<71;q3Aa-6%Crlm$5q
zDD#X=DeKR@J>IAVRHc+P+nxGAlwG>a^l27XqNbs9P$L+DoL&r1lBd*zPgi&8jI<Sj
zHsyHpag6T#m}~$Y5Pr0>dTG!JZxU)#q$F-nB#cj~V|`x+^)jU{bHJ}zX0ED9s4cuo
zbPkfX!p*sm45$oJw^X=L+T|M=GR<&+v1W`(h)67B6+0uSl>Qh;p8>S7x>kW;6_5Nx
zek({#*UJlTjAmrYb$C<GKroD1^k+R0ubQqQrhfE#5C$fe)J$3%K-H;iG@4dtnIhJg
zwm&R9Qa4@Bl!LxC5;w<{pTQ3hmRJj|Gw@_LcWlXgNX!^s3QYvVHW8tZgK#=IcR6PE
zS=Ar`nKf6QkAa3MDHy!;LcDKS>7ZMo+Y~gOIb-vD58QRZ)OqDq%{r!v{X0R6IiqAC
zr<W%trOhBF`~>cA4d#6BcBe}GFpLoCVww6Sb0EL+nMIdOt18QT55y>gMgt>=DpZId
zoOO2pKr;nnE%b7inZrQUfUC|t2Z*=?rhAj4Ev9sq8sbYV&b0HGV+-<`njT&RGWHFa
z!B)di)b+8`yZjQe7F-Nv2Je8N@f>)W0aVTxi#1(SE(Rs}5V0BCFO-oAPjvaQ9WA$!
zE?~s0_e-y=N&B0;9M86CbO^!2G^`)f%ZTrWKu<1zJg@XH9WZOzssVlprcD?SJzb3y
z$wctC3VPXO*#d{8k$SckPQtk9g|x;XeQ51G-rbss6Vs>lz63PfN|7gUba-tz2GkD~
z#tYwt_r~hq1D)xyIbCCz<|Pgj)mpt;kW1_Y9Rrs8Y*!F3@7@@+1ft5dZVQRt@U@6Y
zm@Y<K$$V1{refD)4N>lkf#z~5m(tizBsPD59Yx4fGy^m0me|Ze7sgyC8U#5=VoFR!
z4dCI_>d~Fd5ji)4hy*M5pBL7G?!I$p5GOC~xNyF%P;;xR=I4qxZ_cxUrd=<0l$~DN
z5zRanuBh*sQMHhe;S)}i?Vy8?7$0Ubcnn2rY9Nhnfk(Dq8H_l5)a+>+c1N-kj;!fz
zRGw1b-2J%t02t-9WrNXD_j_+f?~dqAW7Ulw0Xq>tA)ttg>Z3(L&qdM3x2{<|>@oak
z==uKO#Iie~+(%os#GkGWz9aK7_C?37ru-L?eLLpo55hT6p=s7@&yDZ5eVp!Zs$T!H
z@xsM8K{+=4127lm?S}Ay+aj0GpnE;GPp$ZJ$G=}|Z*#!(G3ttsdyj}2Q=eMa?r{6%
z*NYYF<1$W|D<&>Bmkd@7LzUb)!VCyv63jUayezNS?tC}XEDi42+}>>cY|SsGi?f@f
zUL3^we73!<?2sfebb3cQ)cL4C_N7{Nt3si87#aGxYY8$YCOVXEFY_HfRs1nB6ZQz2
zR`*f!=|6w@JlF|;e)q@YOv5IA-)x_RYjs<a4a_$&Stpi^G2Tn~7DLLrRF`rQxF&J+
zZqrrv%#(m{DU5;D7=80%vX$xK066Sfi?|d;w5J4rvP*68@;hTXdj8Q*#eU!>s`Lcd
z`I8H-ie<JEc!P&In(hk<wBKk-x|nmO{wN;M6Ha>&dN-WzoQJ5M?@oe%M13Sv2*+$c
z;I*6Ss6IxnB7QoiOE<d}y_&oK@S>pRc0~E9)hqUL^e~Qcdp&p14Z(r)7?|kHJk52d
zuZs9@ji>7x^siIP55JE4-R;D2{ECeJYnMtpxBR+dQ^UBA;Z5Vzn%+2-DThW-&uFDM
zxrcW-P3wm0k18lpzvE*G<uvkOEI#)<gEPDZbLIZD{Ifq|{td8>eY$nU`KGN6>-rw-
zKM=X|QgZN{>o?^aUw`KJayNIw>EF(-^$Gvx-Bn7zCvEP~FUkjFYp>t1XdeksD<3w(
zDo!YC{lnJZ+7`d-pIdA9-l8|HuK3?c#a=q|+~QaBOLY(Sob4_eUH*$wF5otYxY?)q
z7uvmkf>2#0PDmicX>7n7QZE-$9%;anB@>(<r4pk1q^6j>q4uGfefMAgqtwkj`Z+r;
z`gpkC;gc;H50WkkpexI{*(0dlw)>xpD(tj}(W|Zb&3`5BWH$b}%fU#B9zS#b?R((W
zH*t+;Dj%(>`s_~02D;_<x~*3Z9a@Ws`{&N}v=7(C-Cc9E_~GFq`Yv3`o74J7-|xKi
z^Wmmu=1-4$%io^6P$lGk{M*HjzgoUJTE61r58WAKpI2XlHk4J=Hb0C0z_jApkCdid
zhN(Zx#D`O0IeZ$W#=5s*Rjn}{9K(6cp#J;eUmn!sBd3n^TcZ`T_cPGuklNlm1*?u6
z3+??5a=7)U@&ElA?>*NSk-C2e^2iy_UFgX3$rtv9F2vFM4}a9_me(C0E%lss7GfGX
zq%o8Ppi(AfVyyukvKS0<r4NT2U318-+(3DHWIqvDY7Au^&ZOXDdC%Xb&izDG%uHJz
zK3Km$cyAiM%qkHwv}1j^PBF9_49+USNdhfQtW=IIt!*X^CU*5e)Nl)#ZryM0*l`V<
zZhd|2y#MAnr(F+sIEMi-=akNQ8VIf9_wCBruz}b2D<J><y?p=$)(@2d@qEk8S`W)&
z#%JpLkte_EyJW6-Q2X}&z3Y|RU&Z|N&(?C%cF9I%@0It!^rv~AzJHR>d@lOa|MCr=
zmFJz4Uhcea|7i~S`lkPG+unvk0nKyY=Ij$!JGVxU@?`MQ{1js0WcB>eb5h%Hm)-o6
z6~5OOFk6-bU)az19kTA9h|^EIoP7`cb|>G{hp^UPq=lYAJ8u^ecqAt=4ETWR>#mK-
z_I}lym=07<(0wyvjiHy#V|_CuNlvKaJy7&|iT<3g`0d@ws-G{~mR4<%f0lvX=SE8P
zNQyg-jz`3C{Sal0kblkV6K`W%zj$MDMjp^W>;9Y%+g_^Nb8vBRbAbUWZiIV$iJkUh
z7R7MLGnCc|acB~2u&CfLPl060Y+;NS2knS4%!jMrrmTIH{rmZSNuHktHf$iRgP=E-
z2k>h3z>sV0tK%0xJb3-*;M*aRi*cL&CgpM0yDwfPo+iD;uIFs7U;e3#e!!a5-21)z
z?pInt=c_R49VPp;v10Q_1ebsv0ZvF_#oyPL%W8f8IQ0Q$2>NR=I%!XUYxyt7x)_Z0
zkx|3ZChT2#bE=JcjrtMrIvioQ8js)juHtlvKC2Rq`G&jNP9aH}qjw9$B)ST)so<q~
zaBNSmmrx3<66?oA^fBKx)_;E{oqVk2u0DD?<suojao>7QM>Nb8r6Rq2QtE!7c|oz=
z{n^{iuhu5l!q%Mr+1uei;S~39#c!L#MTB*(l7`@Q`A%n<BdYr-eI*FORkvtrp6DR&
zKr@)Q2T6u@nFWr9*cv=npYtGlH}%+G$5_UViZ6G2ZV||Ke28?}uk`cS93S?<HX{%#
zq>~Hp4TE{5K`LX|<3VI<mP7FxD<a9UR$4pMH7X6G6%mlxeWgv%u&y>2m7HgAG-&N8
z1@5*8nkJ7`TlbbufSUVYAHWM5!;`+t*MpFgj2z#nfyT&=Oe;vWPAP-XT13I!@^AvA
z5*<EC7%G9#h$96ynKqXd3M$T>T6x2TlMHmAxJj+)19WCIxy_F9W`>bGB$+os2uH~R
zH>@|%OISlbGyoqg`p%pF9%$ni6Q<H*<JsNGigq)f)&yh6_6mlx7@p=ioQR?ebl7uC
z^ycJ*Xi`B}hnVbr$pDImUoc(3sTC}Sr|=w^4T()_MY;p#Ig)n1%K;}PgPI%2k)~Yz
z1Z+;DG1_JUSDZ~d;wV|L8%Mmd$3UM^W;vzqJuqAp6Ord=0Ih&~+slT)z&!=v(G80x
zdj8qWy4pCW^1LFzbXfDjG+v~W!J$lN8^*w;Wbhn55|k}tybBs_us~4&h;djbTX4m|
z+YveXxk_5)SiMy^#ddMG7_%Mf(kVU`$8=w}Nn=PLdS&bA3#NA_7~5-31bEs(WJnhZ
zNq3ELe=<lenr{CV0>|1y8+a-VlLJ4)%d-4u26fhTRkc{tOImBLSXy7)nN3j&2S8~o
z+(;T5Xpy*d)xcR@J*k2OlD5lQTvYVr-HahhT?&T(=#~$=jIpLN3AvRtqSVn_=sH`q
z4Ab!&c@hCu<LDQ7PFivOc@t5|owWIE(@PblzQ;S*2dV=WQw9Ugh+Zm5L=)>7VgRS4
zG&3mH_I|e8Ydps>WOvTiivV?hpi3}=-0*(`Q)1U7)Womw;pbGfo7#E?(wN<D`8kuU
z6KXu)D^SC*EsRY#G5Jkz`onuhj%ah{Sc4o>_i$(^vDgQzQj1a33S_WKJ>3qQbS8wC
zc2}E(?MqToqUEVUSJQTHxaeU5A*&MuW4f*qSqJk)TcwS}E>pSt{)Mc8_7&+|S4~yt
z*fax<8X%^ElfX$CGYmiSPJu_p<a8JIKugUIJ6_IthM<+uX3E3I1{$3hx+=p2uZt8-
z3C-yV8&j*SZ9{AiMd$<CG)+Q8C*;8Q(|Yr;8nl}rdm568JTf%TbS9+I-X#}(_pHEX
z8_meb5IAT!37gNuVCN-n%K$X37xuu~1l29^IvqVRUUq^}2#Ri4HrG_B9a^o+?kV~M
z<BhxVfyVm$)?e(O*H$RUcI)<@aatTg5zi+ed*pw2EuN<oN30oC_M%VIuT-3L@!TBO
z1+4XltY04hK+AcMN7cHdJFF0G!_gh9eNXQHA_y+?T!-L%)A%7HwTi{@{$u*n=GtdT
zzL?EI!q3kTzerwwb>{DvUv1oaB;td$5D4#tY9+yYXkTbm;^OnwwMRdE>jemJT_1cZ
z{4#ap=?w=1cAQ>UzF7{^^hnhp9X9a`&#^mC|LxUmJ(IfY&tx@X-+J=7+U}8`Kvd>c
zs*6i!L@XB4lL*m!3l&TF8J}+n6Kf!sT0i}~7}MV6NA-nu5Yv6Lnb~N5gF(N*DSK*q
z>kW|(2P4L03@<8YVa}%T6gkuS;@xyZwrpv$$G71<E~aJH^z;n8T|HrOb2o#WNhzdp
z0RR7^>fFPUzWcb3!UW3{q;|s)K_TgIw;N<r3>7q{VuT&n)><QRn#}`fiA_@!E7*+(
zpf=c0JD8oevduh{Q!vJ%G3-1OQxcO|;;}qy&+mSozn=fQuC7bv%lG^Fyxy<(m=0F?
zh7YnDG$8~x?%0>MIkmhJ6nEDNnAK^q0s2WmiZF&!>nr9Qb{?tFg^HTN=i^IMlWmF_
zlGR6}pIgXo9A6e;y#0k3wVkpQ9SipzT&`J5XHLzlFeM!;8?&eA$A43FWZD+C%6+DL
z%LfQeq^A2+F<<OzooM5gpQ?lkC_oVotP&}owNUU#2+L}Qr0`FLc!)!y$sRz~f3C+P
zlAu~HiLgb^iNB3ABuQuzFEW8dIwVC?w6kVl8^P1mYO_JuDMzMCRc&6H?xRlQk#_7!
zHeFDMZKk#lnt;k}L#@`=_rW7Czy4!Hx$Rk0-P{Y90?*?k8j*IuU6R%~*MEX$HSh_?
zdb7K=bBdM#XkCmYkj$Nf6naZB)w2QteTdpLHQ=KM%A+b_F?6e{qi~Ec5Uw_5M`Cak
zI|`*}{wEodFv{H3cKoJ9GAFVuQ4u7ujD&Uhb25aD666x4240#+j{*GNve~8h9@=q7
zDsKcL&#agT5%@T>d=h|E2OH`_t4c{7CXd-(qfaVVgdJxs4S)iIKr&6a-X7J2l3L)&
zq?SlDw1IJYC^Ekv_Xy<~ls$itLFlk7a3s<S^emMD)d%{NJ9FrOW-5QGR*C0wrfqTk
z!kZi0$!W-nXMN0tBw?eVjep29g&zV)>Vc<2Mc|~58Q3Q~8{LR14>txDixalutLu`E
zffDGo_lH7ay~42L1WKr%n-QVR!B5fiFruC?6CgoIg0bmCto+(&%7VX;zB+h2M5fgc
znqN-^r+NAn{VT_>dr;M8W8@M92}nX&nj=LNb(4{iGFCkk5IK^{KNNwhw>#mm?m+k{
ziR%#QkQk3dK;3jtite&?+Ax$#3H0)|+W1B969&1=UcV}Oazbr88-nb2xu9+A5SWx6
z5b!n34_FVU_axbJBQ#@`E#6ZKX-RiBJ(W5?8{tc-RnXjxvTl*>0sf__Tw03}Rf}oj
zRPSz18NM_OVD;*~Cw<TscOR?58<-uCvA;E^8xx|rodv2+OQ|=dojYEX!nOM>1_sFV
zG<bM~TFDq0>jsdIkt<Mq9>JnQ4t7aB>4Ku#d}tsK)mwD-cv+A*93_)`<B=pP0O4?i
zgeeMm+F(r?O-ZFT0*R!2b&0AmyB`sfHV^mB4=u>E`AloI$~d~gXWUOM2NspfrD0t;
z@d#kf5Z6g};ymLX(o+zTL2KXx_U&JMvn$Ip@zWDmHnOFVb?eq|7zra77c-}S7Z#o!
z-g3R(p{x4h=U2NFjUi`oc|6W9Tv-)UW&EjE1{zA^6QYKQd2T30Z};c$!N`f8n93%m
zm=+tcE&NO5<x|^i@_pZ|sXWS1?!hc=+w9*nvz@W?9&?xr0Qz5l^=D7rSw`9~sRKR0
z0{V-6_aB{zsQBUGz?EL9Y(pA}|1hz|MObujRP#U~-K_DEM4bIk)(@EErF$PVUrCzN
z-zxef^F&yCeQ#&6E%xT%`0E>$?yH2)W4>U%NNqavYOg;JiWy#E{AcgvI?>v-TZZD_
z&o3?HARL(!wfGoM-v=h*gKx&Cl7D;$%1FL-qT)=;qeC-(bHCnBlO623cYf`P)Raus
z9}gOav9UFGJ{H}7@^jI?PyX%k_vy~d&zGk|h>z~L%dRCSGSBoy9(jFNPWbPdndP%c
z&^yo;O7pN+{_&dwMFrMc$Y9zChut&!?T2%jXI2#datU(zch>HSM5gl72j0g>cy+82
zwqqqe>4S4CAa!*Y*+lp`?AnkO36s9C638*+A7z`CBQsK2eu2U#gHFJ6ZNUX|6cODX
zH4{>Qn#Uxy*IPa#=@S&BX!NCFQcoY*D{Qltm)%FEbix;A$YFE#Rt=TRSv8F!6>1T5
zR@xFqs`n>>PiR?VP$b6HwA9td(?R)OdD7lY37mqFR2bm-u|zt%>lJW$Z5^c-iO1V~
z$2}xXcp&s=6iTb>>|i9l7OjvBT3v5m1SI>8^UV`;^+aMxd07^4=%<CU{3sDtB~NO~
zCz<?4NmM&ZoaF9F4ey3Y17m1*7v)h?h<Be?f`34gIW!FT*hv(v-R!ZOKmyxb`%;E%
z?M07~mT-}w3AWj;ba{nyvJy!b-1HBo>!X~E<7Lcf#>541TQX$%e0<h;F}F9!A22^=
zB|un8#!o`L5vuDQzo0LfT5gMr1X@NbV2lV$`AyG)v_Y%h=%{V-N)8S7WrD0Rb{h;@
zhDU)9PDrrli^oVd+R%Z04=>(1+WB+Wo=*;=&BXVIKTp&HU8^l#<XzBK=gG-P?vzXi
z;sKH^=)s|al^3p*fA~{V5Zim#U#&aO^VWQK>igG;RP?`pxjCI6?U!DN8HidcJcywz
zaj6cEX<4^|E|Cuk_L4V5Eis+P@hdj(JDfGQGUggF3kL9Y`rs5X85%GG7$ER2RQL3F
z*c3=qV%m4>z4*s{qc_$Zy?FGAcjm4;+cwv0$a(M8--lXox!=V%Y@cd+y-&-Xjr-qs
zn!2Qyr8CAGQxE~`5$!Cc&+_>=B4^g!Ett}vwZLhM6M7LM%4eZRrpxq<KdCJyDSiOP
z;A`;;M1KS$B$<%kRYhtG1ceG%*33zwN>YB)PK*OrVi4V9N|;vy5rwRx1VAhX3(>)u
zp{S}Skge|1LFK>A*V;2`sbET<A7lg{XC(8Mn#E)`oaf5&u9=c(GuuN#({g;{b7DYa
zXlr1VPs*aGme3-34)aaXEYwyBW$p=xD1e+c!~vxM2Y3_EDTgr<$`{RQMy9iogKh8?
z-i78$`-15nH!bDn&=nowS#U|46jN2SS_m1mAeT6taYKy@=TDvF_$h_$3*+(_5&;6V
zM)r;krYIx?F%$Rb_@Fjmpup3|_@Dw_`T4P2&aIr8*mavOe=2`Cm^kHSiOnsarQOT<
zJF@jYZXPoH)l$%QfpD@uC~Um88dP7Jlj66RIXV0GMRBj~-lnfwi~jn0nF&l~haW!A
zuUS1gqxtH8ojm=scMkui<i0n3$7D|q>q(ANQjnB3cDF@7;EfT%A+B<}CjK3W8`fce
z2l`j$o*BmMmp6<F%1F8KQ9$~NP@+hx#-1v!>7KwSOpj(obJ6ijw!O=qgo*fDU%42E
zfO5T?mGfl=s-$|ERXt5wp4=>a0qmWL@s-N35)zFL^z7x*ss}lM9AcfwE_|Xzc197}
zT)?<ngGM$P`H+dW3a<dev<!tN=b{#WO<9_%iU+ynqJFx`WEz`VIbR9*%fKD4QoZ;A
zG_;gV1!_VW=cLdaVg{hfsU6m!K&u+!a#A^3jYCm8u`m?OiMQzJT)=k{$We-<q2Z=n
zDHQ#Je^XOJGxi_zOyN>#0YN?vd8u#M2#M%B_YP#bQ_~A&M5krBoP(~en&6y57XjHD
z=p0GOf=)^zksZUx+Dd;?p&6b6NF&Fh!x(s;Ee?`zK|WWsGwKr5BaEcKkj<sZ1xd#T
zlKF28$-!YGv>d$Jo;yh{DoC@KBLMTfvY-l5B)(U$s<L`I!c01(lFSfi5mhV)&m0^|
z`$`arTQJp_z!CkY+I{cGCAmAapfq>uX?#DKkyPqsqN#e#-41gh;Py1rrz6~zz_u!`
zdx;&I941k~eQK3-!7;U%N{WEUV-!7k#=_G<4o+8LMjACjn^!S}XGX49M;XH?%1G9-
zLhKzuI(5_P3-svbcypsUg<?oxa0uX{#7q6jbTRjtI0SgjTELToe0_wWO9KgTq>0lq
zq#C(K3y)d65F(UGM-UOHV9MZV48fW8NJb4H&@fywizP>ci!nGaAj42TNi_1@;|VGX
z(Q1weh)@K^nKIA%49-j@r_w$TCXT7C)lCwaR~{7H<x@UcME5lo=yBBkW}q;p(czpd
zZ?0`F&4E_Hg2QSN_$rDxvZOuQK8~o$>!&ED7LKWn9yJ~zzVzu{?NS5FEKZUq!e{K$
z)XFx^M0-(g<a%pWfeJrskR$O!;RY14vsaC`mO{!;4yDB1Z3&G58X%UI$-dlfy+j@8
zp@|Ig!5WUq=Sa)h70aaPd_IV+#$5&ihX*SkotUBy7Uqv9=PIM);$ezPpj_36H_nbh
z5{$9%fg%y8rXQ1OZ;|Q)2#Shl5L@^Z(fKA~A^_(Vt&<<O(8m;gxsA|Z3If$t`?txW
zFM$AMeFX4(#N&Voc9k)#SJ85s=pi8jX}OaEQ3R+ES$bh01_vfeQDA<@eAvK&;{DPo
zZ64NwkUM#0_;Ao-2Jbka>#0hZ3P}RZqL9FcLQ_gXbt6MVx5*4Xu#uE8c;WN}NOALt
zb8H&i9#iEz&d}Y1Gkf(2ylAQ2kPjMxba|O5o{%N6IO*+pWOd7zm*@e@b}%UIphTQ1
zNYE<Er@MNfR&%vO(YlVwVV4_<D+ZGaSyFpLB$|*@hyc9sIZSeB7@3wI)kH4Jbrz1M
zy`4nJaE$@WccbyT<%~37X5i6=*2Wk(#wm!dM6T#RS@aAevM%Zg2W6zUi-t^@bRq(9
zIAT)c=qaTHI*dd!o8~Wo0EH_c@zVEaE-0kkBg8o+FM*5-#H-ZucroC0DYxcVU0Ti)
zYF))B%n*zynk`_l)bdmY*M%SSj7$UCML1j+J%$!xAK-@3ECYu!P2Ydt6Z>3vI0zP-
z`1C>v4CG&+c<7CwCt=o9CiadUPQ3rD{(S9UpU%Tr9^`wB>X!)U<mtMsOCI=Y_tDMS
ztfr<b4>w-FNZhpZ#A7aF<8}Qfgu^>tZNjfvt>3u^FZ=T2*-xwFAJ=YK_tC~1qu*^l
zLTtHxpz+*sIOF53EnB=Lr|W+3y0>!;;lDrCH`O)&ntA(hb-g`f^>=5xw<eIV86TZp
z`Cs}EeJfTF*ImqyOc#}ZlKXqho=?ZNc<g+>@sos0fRO55+Aqn_nTj=+)lvj1s3fq^
zT-hEcENQkT{j2uN!0q2XS@ZFl><`ahap8`3?!JWGyYEa$&h9v(8h6jPcSn`CDQl27
z0O|?O9iTKr0<3=aL2k?_QKLpW%NS>YuMSRpE~4CE=><Sud-I_xN`J=~0Wd@e4AN+V
zajGM?q>4#1mvrjg_z{k>Xgn_vf^8wRM$JGJ70U@=B$eo=EX(=y$G<mTT6dxCmu!mn
z);$duZ$I|0`A)o++w8TaRp|BY@4D-Cqv3y1GavtZ#rK~++VfrPnxq5P_011i=l*j<
zeeAq?ouDX%xqd^!y01Ko96-I)0O|OJ47n{dtUT)KwT!Hj_s;BLo<DwXXIq^r`sL=z
zMOCTCaOf%OV`bv|(zx5pf95pp@pNekh$FY2_H5Y8-e*bYDNpz`z48UiuW$aeG!kC-
z^~zP3*MkFcX{wgWM~3A~?eV)|Q71kByq1~z?cvWp>+L*zs9$O=b$)nu?Dl@{3*(u&
zmjCWZ-)Hy#Q~be??;+ez*G9zb5I;{ySRT&BZU}uOE<JO?zwBCl`@-IJao0e#@~n{D
z@@CS2ub+S&F2hZa$piSFUJ0`fV*#2jT@r*v6X+uejvlW`p_qrZj!9JA`u@wpgMMyI
zTGs3Y$T)>HmxP|oE5Ag@Sf1_DR1t~*3=5?Sq;GV<7=ii0+yW0qlRbN;#|QW}g{OKE
z)7-sDg(Zx$V9Yo-IJ{!O>m6uX7ZPJzL`B`nhSWk-Ab6x)f{R2bNJd?t6FUJQb9c+|
zOT_7(@KAPCeFBCx?S<ocdl6^7=$?WiUMl}~B`mL$<AJMxRAT@GS_sJLT*f&PG0nwG
z>h_*^4*MQ5n(LLq9%U22xSu(?fVg<mK?Jt4xTRFsq9h8smVU~kVq6(GDLMdZWW<#8
zA7At-Q9*$5HFEie+^k*X@rpU;L7^mwC*3szF_%;#Li7FPtT+myn;RD<Rga1Ug0Q}%
zbYz>ml>11`0(ZjOxM_thS4Y=z=a@cXDVb@&T5&yiK^NbZj|_<+>O8$c+R^0De5NU1
zBb5OH+iax9WCv!Q5Upv_IIHzm_s$q$A@PukzT&Wi2}D1SC?ljB1OOAMY6Kt}ih8Un
zpK)-Zw%1sEb`}lvTmw<NJRRD8h(ehnvi}6J%|;;nRbat5V$^0wEhL#&R2Ay&?^~cn
zheDx-p=c*4j`+4vQ(5v17T=ZSJVXM(7)$Njah$5HaH+lsrfQh0@Pv(~21BzZS-$;+
zl^tGQ&Sas6zL+#DrFaro<GTk7^}V>iEm5vQ%ZoX8(?fDxXhA~nj9NQ>%xZ+u%vJcA
z$q=6e|FDYaq~tuCPEDyInxUXov$5!iC^ND6D_o%-C>NCI5iPykIZ88tYIs621Sljf
zT|xIjkz;zRU{xMeasbv+E<^Nji$ZcW`l(KMp&#Alkg6%u)n{3Hh-l6$yz;&zVoXX3
zA)M&w@c~qx3pkm@i#!ga%J5>M29zQ*atpnIhV_^}x|Zv)q02ODDN%Kf$p_^bjQwD=
z7sLbVIt8kw&35(kJz2I$^oyj~BtRQdI6dVo3;xncY9hRql5}ohlXjvs7*NrgHAw7?
zExAw-qc#cKWVq{7@_dlqu`~np-KfU^A$i?25~Pd+cqivw`kM+PIrl_EKj5u36m=A4
z<uG~tXg^*EFK?VRON($Atf*cOVz!+}wAiEcAYeX`Au|(5Zo0?BJ5ZHE$L2^w1-ukT
za<p)&g{VK#B>LY8D8(JZ72S;tq$7!ll0F}e8SHLQ=EtJ($~3g4@{QkO$wW6v*gPMf
zS%yXv7vpPIy#w7?GDE@cCZ75Q0)>wQ>G0BigsX*S1D?JpaO>3kDAgHV1kDOG84?)a
zj{de;cRQi!F3pn?7!p%c>+fNkGMrD!AIEFlq+$ZK1)jDpmRPBT^_E5+@Aw&p(w*uy
zOwX!=0kb(jY69(mqyTDw9s&t01SKh?N~v)$iGwxx6WqZfpdnBn8_3~jU|rF47;+%o
zg1D>hr!9$$Cb-u`xl}q3HO@`u>*X5zTWR!~07Qp?G=IEuHfaQ4JIklwe4^AcMy>5X
z*x^%q-}f1~oht&CFufqfd}b}<_;2=P+Gp-)K3`M*4)pV47qERWYu%MvS#RDfWH8@h
zqyph!KLc?nQacKX2U$i%mBT<qyn$^MA@sD}n(~fARXKQGmtob}bAA|BT2p~1m$9Gg
zu#F>hs9~$egukyN&`<)UPUynjG(-*XdyZ-G=OwdBsgP-iIM*v|iE%v*m>rH3?~hkt
zr^I0)1yZv>6ijutNvki=VN^Pz)EEwD>m+zIByjMU#F<ak-t69Z<JS7jvhRmGOD<pA
z$^QEE+oNz*<<Uo__Vn!=)<z}9u8nzc>VWX;j9X9pHvCj~KI50e6}L32LMx}Lj{#hc
z)>3*A73=x*?3vuZ{>#1pnR@tOpgZwCa>r)_OyQG*pR7kuKdXJ2Nz@H*-1(&DKbd(y
zVm=8?zpPnx&Li6S-Jf0mcHDlYOWJq(3i;dZ;%~Q~KI>up&yH7zw}OL+A?I5keDp?a
z^Qb)fmbB^D)th5VFRfnvy?%I~qWqg5e1Jo|`fWqRH!#ENSJ?Gm9NzWq_x;-r+`4$^
zTvFmL!IrDAooCqFD}ES$cxLUd^UB7sv!{dZH`Fz?tNV^bWd>JYxuyDo<NaAO!&y%9
zFI9M+t>5!r%je#Ad1|LNYww0XZ}HC@z5WCCQ~zL0`nk2M8f8&1Ch?8*)eb;p{`4XS
zslc8u@bSr(v@)o6+JkTRTsn0<>YHx|jOR~ZFZ+V9|F88Q{KcU?Q6B#Bxz}(+zWn5F
zb5_Mo<<5(1nWaAPpW%7i37~cGG;FM|u(U940*NN&V+YZSs&Hw|@!P|9zI?G^*PG$2
zv+muxRli4+{`Q_P=)&VIVkPfA7{V}feC-jyaklA$drbD4)sD+=O4a|NZ1{p@K>$1&
zN+6#w{2ns(F<vBH^H#a4qi35L{kZp=9j9|LIgRf2(vdLs>X5rn!g@lc&xZf`*;6^k
zCE(N|R6SfLzhTONmjzP@BgH$z)DTX^Gi!<3tsv8FX*AV%v<awAKnE93Xsm-iV2InP
zM>*5^TVHM&4Q~H(-%sL%fmO7ZTeId{Sa`{#kUl*rGLJ!69RGa4k_($;PJx&Fi7X3A
zR^|H$GqN+qjGh|}E<X1H(NOUyn4~jgQ)qC$X+_|%or}NS`b&1>%*Isr;^O5a&kKLQ
z4?>oJxFUN;Rc=Idq+pRtroRKNW1J<->){+^h`~%5WXct^$_gU~J0DX;8i8u30p;QX
z_xU1>20UKep%<B9q|fSJI?|1$Z~Knc@9jH$cElSMOos3f6d(aww3r}q*>tlJ#<_0h
z5~0ka8%Z;JdXI-I5OxUX*bf{<Urx#~BR``MJfB@?X_~lw+qa0HFZ;VXV&b8x`x32-
z=aq)W-R#yHSXrHUP*R&FxIk3%5M&Jy66-wKrc$B9pd0ssIA?x@J6~`8_qnW=7qBgv
zXMg!-$2-tRK~af2NP=)M<6q~V-i$oOxWWDSqiI-u0`8tS12@&?J7<9HHtQmDuB#q?
zSHJ0b7BE*R$91t2&M~$T{37wV%lMj;((eS{o{pOJ`Sj7Z5vx}oZXewF_Av8{BhHJQ
zM<06LetcaScsb6p{k{6fD-=)9p4!olvZx%$ZpmDk2N95A(O!N{yq9qFMeMrml5^Je
z`$eQJxdpzPQ@=U%eoxrqQOTQYNxKD?TmKF^teo!WN5@4A2f6)q;}_B=CaKHUC$w;q
zr16-IOz9z7t%Dp+W+c+V#~g3xu#V5jy`8G^GXH`!n(;xaeMSu@06<I4brZxo;NfoS
zi!<^holv3~9t<gghj=|V*+cRIKy!MFJ30@P)(9%dgN&CY<~pQsVM(i)a|{s9EuS0A
zCyk~S%8g8ilJS*v&S2nKz|An@L$0v0!RYHO#sI@czosEJ5EMY!>}<ngzC+9#loGKg
z9lqm*)#ggg3y(p099<ruBNksiW@yo75K9I}M39v7Np9cf{8;Myciuj{-+uLji$T8@
zf4muR=3e>?yJae@;~wGKhWOY{`CF`M{j*zdZ?^<p`?2`cV<kv%?@GW9O;G3NAL$-X
zYc#?C>aSQG;y2vnGf=#(vJx`70_*U5G@6UC`DjaA(w%-$&gjOMF!#Dmk$o$($qphq
z(Jq7ztu9rDBvc8b;y@3^KJa~hVC!SZ7q2)qr|YgNQjG2w+eBx=cwLjew9c+8A2xmR
z4)n)YuP$vkv$H+1d;KVrbme^9=AZB~)f0HcfxoVA+Kab;96x*X^RhSXS1t(;596Lc
z4)6xT>-S4R`W*p@2t~u6&uaE>i<|oXlK}RShUfo&9o(cz&#1NR?4DWwG!C-4_MXob
z!o}koHE604WA@MM(p%LSmK3X>h|D{~&K$b;>G#jm4Ru#GcnepuXM@=5f?*K2Xq5Kg
zKOcBK|7`2iC+|Rh$C=mc_l7?$UMH5UIHZfnxDpljZCHS3N&oG}o6-G*?;9%CAP5aa
z^gGZhsjBH&)Nd6YXh`N#G>LH?FhRHP8|Jq>>xEsf|011O7G3)3-6{{PZ{2E%`b2Df
z44n1{_kNh|K`SH+vQ9*fn_b=>T82?3CG%T=7)qg}$pbSuj;8jB0`vUit5x%bmI}Yz
zWi20B`zB8sxz*)XX*uy(kD7;pS^6p`-N)}CJK6_1=`F?npiD|9F>)AZ7i#+@H%GXS
zs6CYC>M2*lO6wd#X0RwUG&pmr8MdXWaB$WdFbz)ci_b=Rg?H5|7%hQebdKeFsN0SM
z(Ax{rP%lT?uM3%tOC1Sbad#UB^)F!Ln9($wpt^zMJ8K2w{SOYh0HlJcqjky08pk>r
zZOs08v)kFu>=tCZrc1OAX1Sgr1Q)?ei)Il`3(Kumla^<Kc2zs{mZ%{?E~$h6+%UqH
z;hIen8d}v1%f$W)FwotAJ-G+CW_d?-+?~&28-NqffCR2_sSW@J7zoadpg=?N1tR-#
zAe4u975k_7PI`*H{P-mmKq_v;PtgXn{6d%MeQY&?m>NfP7;1)KB+@ZV2A!p=Z0Sw0
zD#UR@BsrPc$EtBbL3)2tjo*EgU62f!CUoia*8kh9f&z)vwxry~xc<K*!FY48Sk;}~
zO4FhAauK1FSbPZ$rBsoil#WAiT4;*4_KhKP8nc)R%qI{Md#=<%bk9sp>$-a@7Y~6c
zjak0;y#yZ8uFeIPM?1_q(<7Q&Y6+_xZp@yTVjQ=sI^kf<(y1IF$S-iuG^ucW!cObz
z^Xt!?06Wr3AxN}dX3(h3{=NcO2-QFTbE6=c1lGA5RaFFIcq|&N2j>UIJ*%R&p(pyF
z2sN^WF>LP63WWq{Q`1gON3}`pOTmzAkl&r&v62XaXHJaHlbF^x`y56A%C<b@vQd7q
z_LzhS#gTdZ2Jp=}N+7W^fI!OZ>NkyzL)CTx!jVq`86Bx)QPctqkoM}7p%ih7F|stp
z4XI*wL1q}kj7tDi4Fl$SD}0OVJbg;W!)w7sVCZ53U_}HB*~jbtmu+g%&texxay+_~
zd4U`XoUUq2VHtfyM1yP`uq{I&+NBxB46=VQ|F7W%YV)7}J#y&P*5H7vM+vLQ$`zG@
z{htS|D)n=HMw+Y}FU#5oO<K6N9Pz1mUwY!U-!~veH&@lQ?u`3mQ`Pp~;+LK0gSL^r
zn|}w|u3mmGVbCA^1Js|D`S{6)jQ9YI-{^zjPiw+gK7aVbw$Dw!maR=-UTkg%jnb*v
zc+ahw-ol5e$=<IHe7o$t9{sv9@)qs2ZBrKQhV|kvhd1mzU7)<60a}MpCA+?`Z}?ka
zPJeme^Vsz^M$u9OVP3S<0-a4;5<1+j<b<C0?-%)S{L}c2@x#!@c)#OKV=kMY3QaC%
z0>v*Kqj}3UjI02kn5dgr>+#C!o6TBuRa~A#CeI{t5cYgAjjlDCTD$W~3w0BiL2=o?
zB@;9qBqMx87%l3{S0I{my`mo>fp6k?pa2E+f~B>p4c0NOcMqkd=3m{YipjJ#nKGUi
z(=E~l`2g7yiQ1aN^Mv*u(RYu-t4*~x-I4_mpVY{Vga8Rkj&3RK&>SV$TNdPYITlNq
zW)hs3*03Nb1Em46k6u$ga>ifStURCBd8cF|G&F1$`eqzvhPEh+5A^eU_!zFYr?3YP
z{K)eboSE(BE%*R^bWXu>SLWa`PXTQwRSKM|z-+Oq0>m1tt#~j^m|pNeii;!!oFj*c
zk5PfxfPWEMF%aslEF5cs1WpVJ%o^Jq)-j`VFA2gWom2LZTzk`9vZ(TrqhipH0Q4w;
zizPCRB(#hohbQGP`SNd8MKil(-aP_(Tuga~!G)iVaM<E<RlWSWG@~&Z<nAQtA}Ze^
zr?GWvP*)NBR8<-=Ks}~v=@AHNjy|Btjo<uF2r1w0@I{1jp8<fRLYwreC=B{mqxJ9?
zDaoWvM+P({XbyUOVU<klc14|yqv#<uv+f89$`e|9KW{Q4IV7+8H%#7aUmS5J#BK!K
zC56+fhQ6@=GQ0x70f2jHd^w=P2GKJIR~d8_on8gjxLzcgkdGSo0F9M~yZb~hM*Jb~
zKou-5ke%~&phJRy_*qVBjO}i^XN(kD3=M!d(i)5lFnwhxJ&kb8L#LgkmloeR1b7r;
z0;uz7I+CtZ-0XpvwJ6~8S_!z*@24!c$`Keza}h54env|5&30do?;Jv$54=3-S&ZZ`
zSxDqe%_3qUgW7AP&_%(d4&Zft)%PJxHX3KwsbovM=`t#C3Nv<y>3}pkBgq$_H+UgF
z)lE7YG#lwEWnuMpH_-h(2dJ?nz=KYu)hH+!sefuP(=<G=UoVeiC5vcdZNASagUU3s
zjT%zmJD9EI7wPUzvMT9?(+cc&X>UmWWuOwA(79BU7XrhYO)FwTa;P96MSKjn%?$dY
zfe^~V5CkX{VtgeDWdiNBxk%`|H<IoK?pv6`>;?qcuX=G+69Hf0(FPawu=3?b;;|7g
zzQneW06o}k9f*mb2Uzo9Xg3B$Ad}OU7{|az@a6^S2!uO_aTd#`$sXfjwgR8Lsh0A=
zX>>t06kry&1F?yk1q23yqtp@_pkzGL6B6h;7#Xw@x+0=G8P6&eE&v&=jIEYnfgl%N
zP<>VtRpyh~sa19KvJiH|93b_%8|fL}yWC1lQPFV(0l)2>*TX!0wPgZn&p`I4J0|dP
zzJjn?6nK%toxDlPnrQQ3!4pc<*t%scxxhk0n*gsYrFsVMKmj(Gc5cyZFShxA#&TJx
zkLWa)m0e+AcU$wdgNFDVn%7WFPmwMa<W_)9{N4+o!2y_!JEzSCocIA&-Z_7DAjc;w
zGSf~YVDC6jddHR|ewT3KJ;0|cdXM~V3CLVZ5E=wrD#=~#^e<wgNQ~q{kyNXZkN9c&
zLJO<l<@L{g&i>wZdc}p$I(hGJWal4|oIdwtU8EFJ@~}Yxp41_4UD}zxjTv>v-TKi{
zxc`P-PwSLS<%aZ!c8m9V$lAwOZjx`UJ{m~-&B_-}NHHZ+Ymx$`V=^bi^aPb-l`BF;
zS^){f9)0;XHX`gdX7f(VwTAtlU;VmRQ-5G5r|xuB*^}mV8({d=Ej_F8N7pI8J@Ung
znwJ?nwjD)|#H{x{ax}D<0=_u--bcC8#0pqditnb&uMhvT-|xZWDDD93z0g}1E~kLb
zf)b6K6Kl5+6>7|1Q1Ul$@gIGPpUO9%+qiH0$-eC+XToAGiKbG-JtWe#thI9s%S-e5
zowVr~n?vjy52Uw&cR+#QLOb3Qwp5^?luuROjLd00_uzx?11?;C|J%EG^2*&0Zw$Qy
zS@s+y4@$5fT_-N@n!CO8?9tcXOMbtvynQ5GnBx7ae#h1;UflG*A9AF%=}Ejf$bY{A
z-}!mUhPYVhg6gRh6mdi(_H_u@2uj-+jhqAPjti>@c@>cUN%QvlUiOI~UEO+UvGqjf
zO}rir=fMWR$D2@|B25XzKVc+}QUNc`0jQ&Uc$+gCC}{O{(YpLd$Z~TDE~oe-Eeu!_
z@VnH(1mOvPA0M|u?j1>+as|hk(9&9oWF~k8JhLgRTboURhK3TTN)HEw4KJD-V;ova
zu+e=%;k^~l7u5P$nca(=GJdwWEIENzF83F8kERu#^P^y<t8!iZ`Bj!NT}Vz&n3yyc
z=v8oxihvnYtlpsIb`ah|a3bMBV{N=_g+yK9^v}gqn972gYv89Pk1rC59=A^mAO>X|
zMb#uU9lEmq5u3d=L4N*6&G*Rahkvp&uu~_8@Ib=ub^TBEAMdqq^@xhu^YiA$%L$u8
zZ*Cu-OKN;*>0=p96&9_dwn3csrjOc}nv@%m{L7R2c2?Tm@=qc@MZ{fs^Wfo=-PgZe
zum1KN4;l6Ersh3;#b@X;VBPuZS=7$+Unib9`ae9<Hpvc2%~fav@4k9<X6Nvq=O4!J
z>|Q;PocK-P;c6bZ^`E1M33!7Z6u5b;8+gc5)l&OtbSf3ULVKh7noV*orz}{IV#V1V
z{wd7e*>>}bF$OV<g&>QtKuK922*2bD5yt`0N>TjmSb%4ktm_rWBwQBgFeQP^_u&rK
zOevMVG;OpPNqG4<3_V3G<k*0}#SC)6$aVz1=x%1&V6D7lzRL#`oXXH0U(B<40cHYJ
zwagtt4oT5WDFxBgyC@5$s}P`P_z@LOD0E{3wJlp++iq~nO28QcM`=(rnQn{=uYy_S
zpwMLaDG)rqmN?=C0N6zfK*S<<$Sb5Mh8&KV=pL+CUD2OmdIN;S!CE8Hw)9)8UPWr>
z=l3MMfB_yAjFS&GTlH1GF^T|a{%mcxVn)l<fvm9SsUSGd#^<Y=$8Jj6*e}ri9agla
zFNZY-%m&E;L4m(d{{0TL-X^YGe0b!>a@A!TEh7CL=(O{PcOU?nNcw-s!~w$cc7Rtc
z1PH5&mL<#oS3PqecU|R7{E(LmxNv;A2VeMA7E-I4o@!z`*(w?)E+sp{REa46&6PK_
zqlP~Pc7AdAyq8XK{03rXk|*hg^M)xUwbYxqsa$`aL<0~ErO}t~c337Eqd6Vp2;6to
zSKomm7UCC=%Znd}1dTNpmb6to8|zKRdxl5Ifu+5wJsgt<{HdonAt0kOxcE^i&v+kX
zUWkWQ8;ULni6z|zel#qE_CLqPpw7lFzmt_R?Zx1?IF?&2_TqjgQD>o4fg49jE`XiU
zu}KIpiX6N;WibW-z@)V;$WS)!D&pg`;x>@5%sA<R1^U-@I8A^<t}$do@}^qpykqDu
z6x1j)CEBCr;s0n^2zPc^!+1T0ZJs;_Ttmdk%zh%X%TO+7p$!8eFn2B5n77bnbD;Nf
z#{FX|oaPYkC>PdsTs{t_(eTVEDB~<H!<t=o4p9XgE9oeSAn~!LQJBe}$R8;#UU1hK
zoRQ!{j&)HDKBRIa03_k=pW||JhdB94Z-^go1O~!S=Fw3Y1y!R1p(*{C6aklmgT4X&
zU1dm-k+zG{#?7-$byp=FZ!Zo9p+nP-1$x+#_W2=z4h0b<Bua}RQyJ+`7)WvJQVen~
zel9eP7UEqiW@*P0jKKUkhYJEDN@ir91#n;?J<suxkhy@Ei3T7V+=aCE@TtZ{AE|19
z_SFw97TKqCj;Z`SGXjdQ@R<d!qzXE+hcdI+z;vK{_$X_Fjf#+?AQCt+5kADnnk)O_
z3zO29*n0V*KOa)zNPyE_2Z>-R2D9vfW;s?>Bz+1ra*IJBe0tz>bAR)YRvR~m?t~ix
z<VKJbg`$nQ0_hSRmoE19g4rg5h5jJ=D2FF@!K0IG&kzy_D5Rj&M-X6}MYhGw^--{O
zRYJlMyi8hS0QwxE9rk?bXg)Co3@=Cqid;g232!Mx!;D+n6GO_MfTBa<I^+3J(tMf@
zS2z~67zD9(Pee6$XRt(G2@}s!V;Br!)AQ*lBZrqDE@`Ew`dRZss1ev@kOL3Y78PGl
zrMQ}0pfda`b7xb@f)w|<S{9w}YnM@}?J@X#!Vn)ZaaR}UXFoPc*N=D;n#T9O1OZov
zkq|!cPS6|9d5{wTFuS^eI#KPS3s58UX-Ij6(4QcP7LDc+(Pl%%To1%`sNycfqf=Yk
zXgU<kmU9aSC4kL=ilS+OOVL>c0!+Zt1w4R+D5;9nND;1icO;nF@rnzym6+UZX%u~%
zJWnT$=K86{1Y&{(z&g6*HI5XUAZ?M8-Lp1ZYDWggJ+jZqP*Ijzau&!|U<>yrwe&-V
zAjpbUce?U>3Ps4q84{e=1&g_<V+gBlYz2CW8BA&UQWimUCCAInl6Ja*e@dfJEt8h;
z#?E9&9Mi+x3j^3#5NEj~nG6VcU}k&suxI$F$Y9k^=`~A(>K+PR#~>WSo`QK-c~2Hp
zn3`NSM@1;b-BCJVe+^Jim6z3$u9XE@l#%6ni^bgQ0UTSG4t7dp-P0)SPysJhG%k!J
zpIKLi_rCxFX<qF%lG#KZCq>Z|k9qmuEl>Ww__64d4_2&Ox#{vJTgzqJiR&PbnwZK<
z@q0N{{d0f(ttD(b*Zg$<fz@wzkM7=l0lN-<+HBb;4}w*Fow$=Z3`oFL>yBK!kks(g
z_ZO}l{2RGqTg2Mk!`nG0ANE2w^y;utQC=SVzRfjUyS447q+M5^UrN^;AFMgiuK8&A
zGtR#P@?u|Oy|}C4KBeu72PSmyhkJeqf3oY#?M~a(&9T7$!Waq@dt&0nYUt6_q?K>~
zu5IWH#|*Vz{rOd0qa@~&_X5X*KK}45?}*;B8Zj69#af%@z4TDUS>?s`iLW;7lx^5?
z@ARHC{@fHzG}obu{O~@=VC5O+q|ynD+Y^>2_XrK)>ruo-Dai^*IDprek0HOS+Z|=l
znjq@2lIjX7wK3l_#-BBQ%4C7FW@VMgWkO>|&9h$LDNObP3TQ?0rp>uk;6w0WZ^oZZ
zAX4*68=)zFSQ6+#MQvvgPO_3lsh++QP%m<5nqH!#fcXkMC$H8{!pl&-tMMASUe%YD
zT|H5LlA?BKOT4KVUbYK3xqOZhiv6QGat+~-_F5B7p20^WYZ>^t<x?FnR+%#H?w}j(
z@3Y9(jf6WO;P%3?8OUe>daR+O1`ZrKR}CI*91-*_?$9J>8c^jVv!@!U3VB)?At>WE
z068f3#!aNBGpdPe!X`s^+kbiSVbIR-MKf{zuV+B#{%XQ*&3e51&r8SF9sVU@=Y~TE
zf)b9cfM0C>d+xy3Y~p&z(Mv(;-oyJ^R^+1ax_%zsFdALBWLooqFr(#%ABBJ#@4Y7H
z;q}55F|Sr6mb{8p=9~fJWl(EyJ8upZPdxnPil!B>|1I71v-o0E%$d!7?2Yx74=;86
z2COe?s^EL0V9wah+|-!yxEOr-*+QETgfRUl{r8;jls{q~T~41%NNp5<|E0y_KXR{X
zS`g1mtBQUGzCpV3(a}x4AKd;=mh#2i={*q2PSL4S!4HBJUnY>&eh6i(_pke`GVuM@
z2F&X-Q4JNV%4fXC=JO<N0i3LqaSm4$0VR$RA`FTa1zGsVUteOky|?A`lZ;<Z{j@jH
z{+UFwXb#=kcy;Z{*wbf-Z;7X?@|$GvBD`GF?XAq~QY?T^2Z386ux(w*d`g>Xp4U1z
z66)h8_h`_UXjlD8qhL$SvT8$sJCM>*5(y?3X4B)Q+BCKBxU?d;REAv~(-;cnv-o3U
zh7O)bgnv$98s6ahpkqaWx!)703P}OQc_Z8Thde43K>nb;8xQD3o2Wss)Iz_1Qlptm
z9G8XWFd(acO)$9Oq=N`_&4ZgQ{=Sdemw=&c3D$|h-mh2|Q9(tuH<qSjJ&QB)iGv9G
z2+SW}9~VbU1({{q>5)PmP%$?FseqZ}Ce^&w14noF<Zq!iIZY)I^ujErbTkppB^Oh4
zS`A}*FfQ$8zj&H4j9K((dPr$caf-1{uV7-P#w0;W+T4ImL`VkwQD#2B8*4EDcu-Vj
zb^V_CIjRej-HF0ELRk53G}5ae5ACfi-qw~sF~CYH6kMQ4QOkEqlkB{(+Q=Y3dKGcT
zYPE8BHi!?GHSTd!w}96Ah^iN}@?_#cn-^JIGznW`C73cRTjfdty$br4&|;Oxya)41
zK+{D~Xa=)1mofW*zN%C-lGc&^ny$jnI0z6Of?VKhiqg&YrPO$W@Qa*$x+x<-WS)}6
zqHx1fRW!_#aiy|*yrdU3wjdfMS!cvyj>))!<S_KyL|e@iwMsrVQPW?TR~i};76_Lv
zceFE}M3~Bf>laWu9XCN*?v2+C9N?)X(**N^&Rs6UBRg%7$`%Z}kMUD;E`9nL%*PM+
zPuGY@UVH#I+=A+lD8KNg#>9WVYDRus-xqC<D^#h;cV;lf7mA}!y)JJkV>Anw2{&;a
zy^1DUKA<*gfTm+OwerPSYo<1fY1NzL4lXPzo`1Lht%d4H(nk%2Bu6H~Pd<uHCKoLX
zaTZw#cv<dDwG$mIQpNzHM0(fC9N%Ze47y^zSSpR04Ik?$#Nl#rjC^3IGbmHYeNvOT
zJR{%6&${j{!RUzj{zZngd|U@inOkm{6GyIUk`rwY!~NPx4D20IS5F~O_e;b!S&Tj@
zt_&4e#zRD>hI)jg63j?-uPDGjOr=ndP227Q+KjCCUG4Yrh!CIB_$q;jG#})}s=R4S
z%Vz|$)OwVTAVKTt(^6WcG@_)uE*me;$Igr)ssuSXxx^uszzH6kYBpGFLkpI*K>!|U
zgcO&-@XXN^vm_wF?MWhwtlVdqLR^b{J<U*vTksP)CCh!T5Kh-pO)xFicR`2ar3%{y
ztt>>jaS@}}D{wSv7cX2}N~J`uA5A*cJI%-+A+)>$d8H+D0@PH^tg3fOZ1mkO9!XJ2
zmk1e!a9`KK!SOuZ+?aH#$*)9P(l*{~?r(78r%C$m<ptjWUZE|;*-kPnPZs*ZOGOhZ
z^m6s!qLNG$!BjnwrFqg|Z%BYdiAPN7onti`*-`<!_90g!AVpYB8Dk4ZpxqJ(hV|>^
zwmf%K1El=7UIE<Kkz!r0US3*sW2GFCgzSU6KU&~4Le&n-1khX!T~buL(4%GR<#3J!
zrKW2t78d!s3L>Q^2L_mi`iuV&62yLe+``&Gzk|RU7YZ;LoI}l72cC2et$yMWWb6+8
z;njm~CBCuKwQ=#9(CdrgM5W7<*;>Xw@>KP6`=;i;mGw<WaXEETp+hqF)1^e!iruAW
zBIbUIQN}*4%-ru}v$rwt?tWYz^kd$3|C9GY;CnLS5AXkWW)tg|!#j39W|O}AtI578
zsQ#y|+rrAuHQAG5{mXn$2d(F<_3-w<$MRUoAm{VFzeJzd+Pv@dnWv;HAAihRd#L`?
zd+9e9uSZvZpJOK;32fdX%Lea^bH}gzYRjKzh6RYKC!25m7yr@eb8G$;Tx*qV$U3tE
zbTLW)=T*r1f1CEktQ1^ak$vOD;j33SUJbZ*^=MM$t9!jiQ+MwHLF6yigMwfQiQC2g
zRi63hZ?#N5ow~l>w140C&F`PTMZ4wy>BTetyMO)pvWlpok)&w6H~|1mP)l?l3)+){
z_K4wrwYR0Ho4JQ>#$^qFLc#!52wok4r`Li_y|d;L6z*6>U=9U4Z7W);lk>(f;<Pp~
zi=!hanbPTq<;c%s0_pkK^M2BPsLmf>1@0l^L6inkzI@QN1Tm-SO_|bOlr2OQ!t*F^
z!4LS%z@c5z5XywZaSw6r`H|}Se^$G0z1fpUTA1gZe!Fo}c2pbo&oJlckrOF3=USW_
z>lJNZta*HL&3+x~+wzTqvO3SLa`BfeE@wTs?(%hV#NW%=V~xPGA-O=R?;g$V9A%^2
z^C^K-lXTRicTZHvpHDvO{=EGmXwApar>oEX89Cb%zG>U$C-3Dwn%h9y_}RMsUo$r_
zpJP*_*n8RR73}rf33a6u1YnNCmsIPhzO0I8<31v)oRgXpZVAX+(SA3*_2>t;-`_p(
z>sQQwx3d|if6#1dxg6oq*_haIhIx78t}8EJ`afP1FT8wd(QxHIjnB7R)$vVNW2F#3
z+y31tN^aQ7yZuS`*8^ch5~ov&ncRCKx9`00j7M|hv!`b-r(exFy14zw%RiX<>Tw~Z
ztr8HY5u#d1t-V06L8{2MG>s$%WN&=we)i$Ik3Y}c#rNLXdnMK!$~yPa^@|}~{U4cB
zCGFHg?EyeqiEaYh7hYYNq`rwaa+79-=l*&0!LK*lpZtCcTKoB{`7Q59y-Lq?JnY%!
zv`y5R`&eu+-ei#(RM15qU)<gjZQ3D2S{sPcyCGzA%isqG4m@3_`a*Cq1y)&~*>h$+
zt!npp-9KwXLjt;n@D^}J^FIq~Jre(-pQ#L9jlH%*7!>Psay#6RfQ`!hB^LB5^y0=n
zt^azORn;T<xnCb#-}Vn}^wEC%ddnwiIWf=M?(b5NPAdL*`V0N&ovJ3(rbkN6m7*^W
z6WQz&|4K-_eX8jUH>G^`<+YINbHC!h?`XgFnMY6a&dps#CsoAI2P&Yu<)ZVKKaO0w
z#7h7{>W*9_gFsBsLA(zLnkn|81VB6Z+FEUVz7^ZP<Wwf_XgYMGzT@6@^Xp$f8akYB
z)Ia+H+k8K1ur!PDbn`4ITp9_hqO);O1TM=Iz-X(mXHqbuxh23!>&3yno-V-v-y=Z5
z#I9OU!h$l!i|^vM>Y~GUG@qI_(g!u5<I@Ty%ue(TC^{)@icS^H*^3{<4bUyU;uN-(
zr5KN<3%G===TlYDLqeoDMGr8SJH4O^XNE^KeTD#T^GtJr*kirZHG|ISiMv#7a^zx)
z+nztsD@YMZHHISw4>fSO;x$?+0Go_bhk^kha&d?*(4oND6*{x3J1JcnG3w`41g&k9
z7tTy!Pfn&`q;x&D89Kyov0|-3Ft!97k}FQ8m&{9TknGYV#e6A#)ljnUpwB3^!dn8^
zDemM&E%Qn+&Qq<%m{O>rONGQZbp6S22^g3)c}GAA5Eh8LplZ}u2(HDE0oIH)u>VCT
z7~Rc3I1oJnwnTJ+Og11*6hA_*9ulHs1DQ~VMy6g)_OW`yh1gR?Ac)3(aL`Rh`$uyh
zl#&a%6H&hw3>Db8q4_&GC<8CM&E1N1wgQ(Z%$nNW&wu`7{lS5^AIUCWUTfr|VwO`A
zmD=~spalHP%bz~{_15#weZu6E4V81y$5p3bz-}mK<l;(9mFi&w%uqu^nu>?%z;A!?
z7+zo*i97~R$|0Z)B@SlK*U<gz-@@V#^?m)r{id%noA(LH^-pW+Hg*AQyVjutU5!yD
z1r&Vya%oe1%hJUMiNkBZN*vyBX@|-?wyfpB4!qw`0-ECWQ9<;LJ3Zg-n_2aBaKfug
zS9hLy=(j!4{@c@M$^`$qQvb~$=b4fDrU!Y6Uu>yYUfFVK_-X>16#BjP&nyR6dVqg{
zV*CjI9r7&wG6)S2`|2{m3F9N-E&9mcJ6kLp%5Ge`@&jmt$F|#=SbeGB{PmZ3CTdt$
z!oVEEYjEjk#-oY{yLat++*rTi$Mos%)w{ATZcMzbjJwBOo$@k-xx5qRthlkiy}sa=
z1^P*i_1bXFhCLCapWif%{P2P5q352_AUvned-XaD2A8%X*ZL{K5K<7I{dYTWB$9Q)
zqXxw|XLm0c)M#j-wdOygVfSA1?<L>X+&g-Lxglxh8yTqaRq+O8a(trPLiFUzk3}FP
zI2vSejsnmPm(a0(P>S}L-JjX@Pc%OZJyu;`&~+NnYK^ry-e{G+&lXbn4o<CCN`;RY
z0$Ykf!kPB51s!0(lw{d~LbtKD<rac~?B_8V9o|2mQe>phImQKK?*&iMlCYOa>pjx~
zg)V(rkz~(s0!9MVtbEa=6!s*H(Ioou;KD-K2tKCkAc!Y>f$q*mGX62bBpT#=X}&LS
z`2s39RO>8MfYO|>E!B6pbL7ZXzs4omGb>j_!!Sz|(LQnBm2EDFM=)g|#yTjKdZwhf
zO9m$}eu&xyYShUGlrp@|AB1fxrQ;rQ%Jro@@5n@UUnDQkh09h47A+E*L<rC{)jy2r
zZs!{Ws}_vZsaCLC98GYQ;Wy0o72oKC=td|Df#_bF>ln>iE)ypSK@LGhk@qC`E<Cg#
zQ!^%w1UZ|lrP0Fai9sV^6t(m>g>YTYR>=V2DtlaJq0n@uVg%Y$h^x`L+YRgzxnxF#
zJAUC%eAYwGvAJ1N#z-_r9~;nB{7($PHM_NDtLBB09RgZ9tIekRvn?Y&aZnhx1O@1X
zyC!G!A$X0=At+3PcD!OQ5gL{yuo#TFe5M~;=6j!LwZLiNNa{c|7g(5pczJUbfw}aI
zG}q0k1~n2i;<q9u+KaK@Thcr>)dn#7c^U&4n&IHE#cUE7JEfN`wI`{GEcKMjrY9QW
z=OgvNkJL~K6*jgmu$K3i52nV~*pDG4op9c)Kf8~Ou?<!`yp6^cEjxXRoFQQ#W1gAL
z>Z<U`uLQ$A=4N}mVkEkv2Xc7v-(-=(?hic@oRHYNb9>p9t)IhU5z32~%Ps;^(cR~n
zaPJ)@?TbJ_{O7;Y7uX-a*ZBB$?d2Q!YVYAh={J{I;oQ=5lfT}QuB`azm-j9$xwgIf
z1#JKNlhx}#BhtoCx9-3`d~o{g(3cx_@|yhqH4i`&?z5k-4_F+9T>m|tVSeVlE2HSE
zDec_~&zOH;hz)z;y$=^&n<d!{SX}v)vH!O3*XFN}JtI4;_?7zs^ux;u*lfgOwi5ZU
zc8XtKaA+wEBkFZEjHV!4G%Q=UKLwPM<@*klc~j+?@IoH~eZ7p4b&m=mICutLT^nH@
zn?hmhQur+tuVwz=J5Yavtl}X*YxQV|N4H9?m<VKyl_mg980e|_!6Blm63F!mhkS{}
z2LR#p@+FX^zdbpP;>m9VMTgnN2Clv6PUe)h@~y+b)6ZE`IB6Nx^`s0Sc94lZA7&&V
z<j0p&{Z;}?Qjp(Uc=Q8o1y3*(wg4!ls9>7DyfU*T6_4&=nT8S77DJpUG(R?2WLuEW
z5CmcNCZQ9a?Zk{l7j<Ke{Sl|8z39iHF0^QYZ_pP$E{EAa+$0eAy^0z8KUDpFT-x>i
z$B(0M0E;QeDmbVhFxgg}1JY3p6)-=Fi*Rder&gU%NM?D3HZKxI#BI_+6xkXUYHQck
zYBp21c@#DREe@`2EhZ*Rn6@Qev3W7XeP8GI&+q&Ff4AG@>h*p-pU=nhe!qicV%^bX
z4&UH+i?7X7ms^@Tzp%oJpMbPIuymKeBZ7)AGc`uBinPWVaCtN}W1aS&(9w~km3CMM
z*fbbx?T6E3i>>LkVuU!wQLS6-h_0Ly*BC2Xv`dv!Y4&OA8eT_vv?N`LZXzXFrX^mi
z)0Qvxu1gZ-NEPR&<PrOryFAAd_pJD_x-Ci<oL{zz52rH;&>=4*GsjxdLG>fKxs&V}
zFTv+4sLiq>ka((?&Go0aQbyn?LDo7wbDF~s1+<}_mMcJOKUE9VLAC3cF0@*pT1F6j
z^UxX#VA?mgi*)HS0<TjE5&08SwG(i~F6bQRm<(scG6=@^tK+0S!Pd1qdW|0E+Jda<
z93odiEH!?ddqsbt%h$C5_daR|9#ZoFPBZV~tVLey%WV|?;?cqCrr~Ts<kieZ(9mm{
zfo$p-%tG2@Hmw`T0*8=-h)$O!CL8T*PI9@>hVVmcCZeE4`l0H41{xU%ismO)A$4b(
zNF5aHfKAq6aBL{vqISiZ1euuFz@Wp*`35=m6gN7@te&JAAdM)bDLmJ>5PN|-Cz+9v
z(_wQkU$Yi{aJ)W<O{bV+gX?YL!_@4&#ZF5p5kVFTr>oP;MI%ojP>rS1q#VvOMKWo!
zwC__bD+#ow_|A>1FmK;gap62IUq;1*WE+)>l>7pos%zD{gDjllwijdpcWp{DC7lJC
z-@r3*p)z_BBnK$2@`cn{#Z6xa%;07i)Si}}Tf*SRMR2!5IVQGQopv>cn706aPiLbu
z<>J0O<Fbx<=Nh4`DV!fj|5%%K4FKu=-oxFCFrLz=cUeNqXz)MK9$7r*vDU==g6t>^
z83keX3e+v5)})T^Bk@u)yjBvc9t}kXjJ`5k$?sRzfj*kO!qmh(bHRjQSL0!;q!qTj
zI$dF763>zO6f(KO)kJbu!`hP!DUKyF6&+z+2fXR}sFt3Iv3#bIYKuzGuP;DBFPY&8
z*`oTWuPxa)mj#*3%C&!;2aZDvu49s(n4ALo3*C%(SK0=Jb5862EGYprYcFVn+L_*%
znJH$wOpBXKwf?>?7z<z#&|VL)I2E5}z&1{VCm~Yi$?@tAT}uO`F`siQ)rZP`8oLyw
zoXH!nYRGYBUsJ|0W@1l>dpk^{F4kS-+ffhA5F?RH+4v|zdp$=sY_f+#5+hW@d4x4*
zHZlgw4mq5$Gwen#6z5V+=UTc#8w`(<iM@xELGSJwRL=C!dI1r)Q8cnX5TdR(Na<2G
zYJND(61G6{h)j&3oX)ZC@71yIHjH!zQl3Bn*BIIqZ}-%UBME|LLmO(7?@{U1(O64c
z0czDqR6f>SP+fDOxpphOesw;)wub$}G%AOn?Deb|JAJwOJIG@dj0U;QI5r`sltK^o
z;NX&xSS^`yLDj8G@r*Qg4{c=Dn3w>0or)!<SS*5(1PZlkexe}?`HCij#TskO<i^!T
zPAax~MSTzceeb)IjD22B>(37#rM-btHb=aA`22B7<!yDRlDhaE-(3+MSuwP_s_Fb5
z$uw0sEp6~StwW4Hb^&#vsr<ypR&(tuAB}(F{M5re%YXa7Cm((E)1K?Ey$ua)z4k!`
zIpd@abM|`QpZXnN-#nIe`_7$X|C~!gVQ##eQ8(SZjdkGE*$6!}AS;ng)AL2EbCoa*
zVcxg*%-MRK=@HXGe}Fo5d++I6NtD1AZrdI>hfW1S#&>0Z+`g5y*L$Y)*)PBQ`gqNY
z3Awj=+aD#F#s;0Q?+P!U*>P(77P{X0Y^Jvlbo%pFpf#M+>!p2@qIb776nI?8Nu2F_
z_Cj+X@^!bHKK*UmKXX@F&VGH_3R0V|Ja}vU+{NFvmcH;y^wb&i8<cD3NDbTrnfkCD
z4NbB=8#4ft)eW;FLkz@0swnmlu$>q+u~U*N7eX<xv;jua_b%NoDe53mPaXS-bmZzg
zZx!Ex^NL5`TRS^~$Ub-a>?xVx4f;LyD0N%^&Yc%{J4beo82^&+@%KD;1L@v3WHqB#
z>3(E~D5`-^fR&X*TCsXG8#DQm)&aYL8EbDy@^>4+<LIP{`j1>^-MSRtAoE)D^N^D@
zwSr^cZLGCz{o?^KM;}}A(d$YE^`rDDWjjBok)kc9>N~H<qXs5Z7k`|%czS2SpL=&7
ze)r7j!nbt(c-z1D%!XI&?d+;>);(wkZJ=Fv?XfCB@$k)VisrTF>%)Vi_NVXfYiB`?
zl-9M@UH-T3pSybez%%!Eaqko-{`}Qj{)Q>%-Z1}S>I<~8g4{x#lc$-b>?cBUw^VFD
z@onFo?C8Iqu0Of{$+1^N(VXcJxtT?-&yD%8v)@^NalC-f7D!`H-twg!xZRO~*1^T{
zQCPH$Oo~}H5^o+3!3(maX&{}74GI>%h_3K0PXa~zY-X30%!;t4R|NVpalv(-?ODv$
z$<*vWa;xY2>Jdt_d+c%52%}NHYLnYcl)MXCPsDr=r<&06Z-4iVM1=s`JZ2=)o5B$$
z$c#la)63P&_f=dA`gLyNH{MGdpC8N=WXfY4Gh$AuA-clgQIb4U<Q%(p#@ziI2GJDn
z;4hGqS0OFUBYxZjngv$&l*=9Hs&ta}3t6XUw9AG_`;wj-)0Q9uAwLLhfQF-poAsVz
zYDonw7x{|6Eis={sP#!aqZ0;nwP>EPz;G^O`gIugvcbXCA@Hzj<pc&=2u8q>5w5aK
zjULgrK-Dek84FDxul$_5e&%H;h+KC*4@!sak&%)66!%#7o<KH~FYkT=;qL+Bk7Las
zDnT1|Ck%VP<&@WM+xW2Z!&Mamj2vIhK4!FoAW-Xf8wbAq8evz&ey4^qrm7sC$d}X<
zu%$N2?pzt?)OahW-%(snro+@5t_S)q_v*U?Rb;Z<nBDBn0fmyXnH1%0rqN0!>URCV
zv>(s>f3zPNMrhB(2phSCB&e`G&fHx!2w#<fgflH=mkE|F$ZT2c2*K2O0mY^Ci`!B$
z4G;zsl2w6+ql$+DP(+KbjBakmsAlqEykN_^$I=ZBio`0L1Mzr4acfT|o^3YS{XO9z
zi{h$IknmV+$JGj-tyJ~Dw4--LySCOY^WY}4Y9lex^>>1bS7<OV8|iqHOwNyRp``@j
z0%UC>>~eIZBKMEfoR-TP{AlcI1~C+fz38qBxI`5(B#wg+L6Bm`liG6{DrXZS-19y7
zhT6=|6)P7SofAgHF~<?Qv;cdS0aEx7iODtAmTYRLII>c8Bm+6CqD`V6u~JB8cTxUx
zt?iXNt&--@nL0a~VXAeABFsuCv2NMl0hkq0cq7zB@XgY*LP7s9QW7>!VU3t(YuDVS
zIgx){OpWzOiM^Fpco-#bTC(1rU0#7#ar%)w{3NPU)n9>IwIbRXW*Rd=($c3kX6+G-
zL3DA_$BooxdyH}87YnFm@PtjH6CNm>W@S>fXmxZFHc_;i&gPF;oetO{wu7Eo)1s}d
z!lf-q5@gqc`Sq^QX_TMY9?58ElO=MOlAONg*gi6I2;d`_#3OZH$P5(Pw`Rl<zUkJ)
z-D%4w*@`43xn0O+sMq1Gxer^T%iASo5k`+4vjP+)i+ECabw=dc=wy^gAen*0Xx8)J
zH>iz#hghx+9a<eFBR(pS^K{T2KS8pVLMd8+Hi$Ga7G?ja1wgWE;*k(q-Ngt~8>)a)
zo=6h@NV;U4DT<hfn8=YLOiTab)sV~!GcUG6yeS0Z0&d=2owi=uoYu6Q0J)2#g5JN{
z_K=d2<_NpH(Ou%fXi!|g)3`i_oM$@{*(F)tl*RGL>bF;H^-D<!<ylT67tx1S?Pnuh
z*dEq|fU8INDF-i&lj6K4YXBm#*o_6O8hS-sL}Tp~Bk&lNpVREW00eMCCL`_eB;Z>j
z7=|>v6zVO?RJUi9vuJ$~5>%}OP&&c(9JhTTiiKr?typMLBQKhSQz07U^MQ#ewxc#C
zs|t4)31{0&NZiT#;4(qfkpJ9$`WG;9of(nWa^g|SmZ@5<iMG5tPUp?$Q+X@61jS64
z+b79&lu?@EtDDjF?68C^UrBkGQr(4bXSnB$-47@h(<q@V!h)eOH1mxJjc*-^zZ)~A
zT%K5=movvj%Mcs#m3IDwnqGfL#b85+vh52!KFrz`l(^5d%+Pd<juap#=CO$R&MRF`
zmQu6#%$fRgw|WFOe~5Z<=b_JY_8pN#(CHndc0ONCEo<7@`F#OT+1g%lNjn3pO7SL3
zZ>~J=>fEfk7WT^TUsvuDIt|qCo<RQgJR;cl`1Tvad`Qdq%`dlY-S^z4oSirK@BhnJ
zpHCp)NAI}&0TK3>vk=7<N!MA@i*NrmxwG=nFAra?IkNl0_^X9qFSob;d=q-#u<eiH
zv>Ruzx007{R2}{Hy{dPP;}4yCY4Vf8s9!IC<~qZDQG4Xl&NuKV=9ZU662lHiUO2NJ
zSU;0F^uf=af1dw#_~dcwksIHiiYm*51Pr@<nMb-lz3jj=>CRvNb8O(<x*sq9*>tYt
z<sV-Ba984vBRRVqq8W@aa+?6_PMd+*V@JD!LUMKQ;?imul4^Cjim&J(t;Bw9%*Gu;
zX0C1$Ne0+rUt)oj<wyz)S*(gj#jBa2Gl)XEe6;1n=-U632~ePCS&cnoz0)y{dS4O|
zCoR@gT0{VE+ytqvwZd@Y$w9!jCkQirKQ(IuE``qHj~!e#XFywH9Tk(Pl@w^P$wfP?
z)1k>c3ayOa0Yl3;r=y<6;BmkcLn#av!Hf$LZL*pAU#4i`Sui1dA|58Pt;%&1im!xM
zvtsV1^@mJ^{3^o}NcQ`T?&~6q)=7d$nh8jHS@mwVP2IBI-5%C81NAL5F&>8waj^+m
zi#p0sCDW{ny`u3DgZWiX6~k;`*Q}Y1k)}`|Hg1nD79`S42zfZO4^<7PH>KZEX-X;#
zID?K;6l;S?MqMi^y=#Dt8x1a;1U>{H&f2j1d~usR(ua00sl}UixN|ilhOfa+pmRXE
zu7SuVpe|KWRj{GTS(?CXto7)ws=79$UJ#TcBF41%U{1@Z8idc9#1$%4YCMD#0gzJ(
zWx_jpGCZqdqIBPfZ{6DW$+qWjUH-g`pYhC5&W<oht>oTqF6r4lJbvRHes16S%`xWr
z$5PgKM97QPlwDa#sIqkHg2jn4wJmb+c<kZt`u6?fwg3EZ^wg~vx9s`h8(z&(G%svd
z|DNNwV;~2pkG4F`-*)%y>8^n{-P_I<T@sx7zqGdt(|<ONMx?nuf_&^sfkij=)|Y=%
z_4v=&jCanw_4d;{SN`~&cBh6q7me!sL$H~pyoC&VxA4gGpZQl_6`t$AtUdDbG0e?3
zGM+$kFOMRkTW)oPy_PzmJ-)W%9Ujv5H&S<9>R%qzUDpmmVaqlL!!=z{jwnLuAG+r#
zMbiK*<fCGS9=!Y9uA;x~bu~UXe?Mp6=Nlh?!lixvU9@+r_QD_Q|2?y@6Vm>mH<3^4
zuN%A1+8!{*tSYVC-?nBjha^R^zMyh4QQAWibP?@1r78i*#xO{6ix+JAG_ytbxc&+z
zyda<HIykuM?7YHdIj*hKnn>L)N=jfEqMl8c_0R#6D<w?>f)7QW*d{?^4MIGbm<7}e
zf>vEugucJ@Qs<#;iLb2!IvA0Gv&Wc5_HNJ!D_v8HM<vgJE6d+2sPh^KpHLapn}@O}
z<fuQ}nM1IVHIEiJFRW#-sur_S-yq$B1To=BlqSnnO@lLCTO;p8iw8y;awvF25w61n
zmTz0FZs?!`CO(uE`VuZ!aU)jTvq?y<#PPfBj|2+5azca>ukk{3F^5GX@UUu%h?|P_
zUWn~)B+Y~D^+ImgoOD|JC@5UzFxX{HFrgO)0-F!So_QTi+Jt-pc~4$HB~rHD>O34(
z6Y_aUV~-5V#j7T}JadknpLKI6>@HFaPwx7CQT15sQxR70Zt7t!$1X64RD4{RyRmjO
z#a7`f9tdZyOh!SdVsmSsY*Lyo<$!fK+rtTOp(~Ciuf}M;*<@SQIC9-o=_BXD6>zr;
zAuwu_*-`oPyw{6Wg8_yLROAjo&FWA>a@EF$szC2TK_)R!nbr)kWS-5v!|Ay@;!4q&
z8Ad<5#v0)UX!47f5Jg2%vW}K!kgkK%FunEeMA{ItW1hNzA%xa-k8At{k0W4W&o7%D
zViuwZ5H1;4CqPzUH)0HYbpCe1Y;{H)Xy?d1?b4b2WDcP$5Ifl2K#B>Csp+IDWPYVN
z#a&dI66jXXn>!{lThk*2e1^9d7~3Ghe7cMSO$ji28zTih40bEA$Uofur~BYzXu9I;
zM2to;Q5FGdhg<X^wkcR`Ez3iS5rwNQ!LB>_lt7yKt{@Dq5PGJivk|kxYk8)GO1u$L
z>y^Rg@qqGIhO~+A?F67F+LFQP;X2miBg@k*wny`Hm=B%XwZ1LTdY@9fz(kDM{U!)2
zsL>crjGoTbcQ;%jagAo?QR@&a9#s<^Mg>weK(c^dg7Y*pszDVDPsnyz6Oc-bsXmD_
z{FrYJ$-Rw9=D7rU)tC;Sf}?|a892+`V1bAZuU)n9?si^jWnA!2RvOzGY5krA<Wd!<
z$Zjiy)&+XY`T{_yr)KupeLMtsGl{Eu&Tk_oBF+*WSsh^kr+DNqDUc$vBG0uw-5s7!
znxXW$F|DaE%gDqO#h;QO0`q8%<T$FmN(1g)gPS&<K!#xk=!!#8rpTaqjFHdY3`QWZ
zAl{MO@<lio6{dA%>V{pADyn*+vb_oFhm465xGGZ10xwiGy1ShLL5=C73rLEF#>^a4
zF`hQ2$1v2hAX-G74NFgEH>0CUbwhUoz40(2wr9NlCYcG6-?>pK5Fr;%n&v^7=}9D8
z-Rbd|8ta|HA6O4=9Z3S5<MSV|cD#P1anFt~U=3BX3>)))9qz{;UifXI{n(#RAotL}
zY<v5q4;VL&%pLmxd)e4^<oQi}{(+sJNq;_{hwEe<zX5%Ya8qG;c=^Bo5h-DfN8dQL
zd#&}}KW}DAo>FglEpqq9PF@4Vzij7|Dde(bGz`b`7WMVNyN^(Oa+{F#1MJk+=u_KX
z-LnNW&%s}yw(##3@A~GwOXq)j{)5~9?LCmx4?F&o`THX$!d|;@eEq!P^_$1O*xIWp
z`DPY=xDLCcm9y#BCds3{efw_TyZqC`q^^^D{(1bpjvp1<^*g?J|3x)vDDm!t<>n$p
zj5o&T(=Qd|mW%9m`50>BElXRHlZS~G_|_vgsDJOKX1O~2akbeRTR;K{?>rDpY}(e{
z?M7T0ovW>+ZZt<%z#;y}BG6MEdyptIhi4W~v`%OQb0T%1qtScGSv5`@6Q>=bT4(-^
zWcz9$S-CZc8jQDJd4x9Bb%QLUqJ*%}VB32&LB$t}6LIiqa^x@2m2@O_gH!Jl9Y=;&
zf&C$=x3{5c#27ZiI_6yWKK2&sd$1}zUW)|JO<(so?QzFyC}*%3%2JUL55QMQkOfk(
zonFRp>G0}^4cU-t))QqD*>x*qB*8a~H@O0QCbd%yX`~G<ryQl^v5Q;!R!KhaolAz~
zFt4H)^0`4AVw#>+0ZoM?TW0n<n@3}Ve1K=@dd{w-&LNF4dRVi{RfbxvC*jF(iwE!T
z>|4Jf0W5C_egOr}o12S4pF`Xv%pFN_c!??0)&HHG36k{{E2tLU$;6K^Tb1cT+MH}M
zxpVz^6dk3|ME$RNEKf4u4f80zt8RTDOwW~{gJ6eCESb|0Y8P~dluu2XOKPUc)w(WU
zrA6Pk1xbNGS?yeG%19gBvOJ&2f<UU9F&-fOy<+GHcK%ke5(0wCPV2R`o~ccahzZrO
zE@)_^YJGx;j2H(>GLI-s5Yk5cZIM$f&KzQNob$z6a6viRz%$!7PWtA)(c}H>HtRHm
znHWi{QEuR94*~Ic%(kB<hK6=6s?&Ee8<Rp-CLXxA$g-F?+B(T*4)sAWhzt6<g{lth
zq?A}B%xx=gLO}5NZg4>6%!<n@6Pf+;XyK~bE(~MDj?Ajtl2+3OH(k8ML`T&xmB?Vr
zR#B%H2afvzE&5RQ1d>T3togkm64<DI#J0pefqV<*ET$=HBR6Ht^{|bH=5__*sw=!h
zWffCoN!Z3mw!Dd-(4$r>s-|;;Nhv<@cmV^!L5NU=v7{m}AwEcr9a8Z6Hl(xl`PCFZ
zE|k40$u`-spzaI{sMw|LG{%Jyr?2iFzky@OaZP1OB4RD=RUt@zK_*O77X*PDjRmDQ
zv&L&97#PyBv%@7`yo@ehlJ<sSjG~d0iFSz(YO2i#HYKe)b}B!6?5Wy0_AKYEadIT$
z{xu!N?`E*ZxzY7AP&hRnmOWO3CH@&`ZDf&aLmo>}m2I9#81WdTa%76~lC@$Hk0m2h
zvCZjG8?UhKN*t|>&dUHY2~zVym~H>!P^|`f^(VeVg62V5)~nU9`qk7#_@Xag>JJ#~
z9(;%Hnhu@5IxA5n()yS|-4^6T(P!f`MSm2W{QMyK<K6zj6Z3u4yfe+)>G0?a7jh6w
z&0TNweo*^{XUpdK;2YHX4|X&X>hlsY)GgPaYJC686RHTPb`UsU=kZ2mI1nH<Mrany
zuk&Be*`aUCxV-0RIH@t7t7^-d6y)M&&r}Uz?mYPF<qxKh<?g-qk4@V@Zkx(zfQ^u|
z@9mu34Ks}-vb-OT{q5@I&Wowo4cUovEY_VfBUIGcYZsgUBFe@+oqqX}>)%DUF=Z$D
z;W2ym^tD04qR>08W^lvqL@Nw}u7CdUp1<nT$LF^1nrnFZ{xRg)qUn!6ryhmC4xTu_
z9gLFDw_abq@a(sDAB7H_q<nYa$UiD){{4)GEnMO?UEbU#%|H77^LWTPn8sp`+2{8%
zy;ESfWsW;rPrG>Z$V&%iKYhONvvd1f?;Ri=vEZNT>TTzy@ehjYS(AaEFNAkp<S@Ix
zJh#&c8z~Mvft=VL8;8A3(excGRQxTw>vD7UGs`LIaFabkWAyl{tO$g$a<aY_**z%n
z+MfHzo&$USzU`CCRfU~G|K)>JC4`^w`pFp(foeylt^P2|)_{36j7yBG>M;D+#9G6;
zWCOYc#WvNTv~TIPiyOm#L`tV<H7*sY+T@lQE7@yfc_~^5auw&M+V#xVHkvhb{a~!m
zQJWd18Xo09G-WZ~#41ez1k08;^5)4ARFP2XS#y`RrJ{<j&DLj**=+mqtCJO1(fQ<j
zg<NF7IbP<|WehWTJg1H<4i^T^i&qgG1}#rLPOsJVTG#oSFsF35&Q`Zn(dCN)Hn?z3
zUJA8N9SHi(Y`u4Ru4>ebX}&+EMN@imV#gXeVwflz5^74!;hgsIbV?Os-UUrt&Df0f
z;<3{TQ%;Kp_<|dvDqxv8X}+RbVLF#_EdZ<bb8bl5vH};JIi4k2sb=22e-74|TMhPq
zdo~)nsq&a^$Z~`DK(l)^NTkIoNm0Fib8G8O6H{x6yq-H*EuBgxtTf8KbK*QwSrc){
zW%u_5Lk{<MFoTP8GPjkEgq0#Fo;06Mzc|Bg140_19IsljCKErcaQapZ&YFzPvoLHB
zN-E-y5LeRQnJJlx%UMXaidijJ7Eb0zf=^#kvn0%N(=8*NX9~du*9doZj<pwnUIP@$
zUIVP#)o!JCRP*B@`=bX_zY;{Jj)(5OdgYLTxBdXJmT`nbQLNr*(jMtzggv$IM$^gj
zuWsA1v+d(gj&S+>xjh0ZB=d*~W8>VfrBpth_m9|!uWLBF-nqXs_AlFBzxHnSx)uG#
zZ_e+|@7B>ji+p+0!oNTN!KxSBc|4wh#uvYI>m`%z?f+2YF)2H^e@i{r9;UkeMby6@
zY>)e@Zv61=Gykgjk@e>%_<gs(Jr$i#t`wReM;fp(MSng0`0IN=zM66L;YYt0{gNcR
z)u<S()<pJ?7=7{EayDKU_NEeVNfT3ZM><cUVaNu;T-}|w?_4_)Uqpe(4@hS6FynBz
zfY)AK78ctiEJLlMY$Kgla-Sx64C>hLNilQTll2jIr&5c=ebdsu^r$jv%>`8)s&ZW1
zgNKrn(?%CqiXyS&8Y?;<;)hG*4Sln<F-kmQUW1&!q`V|)<@}*t?8b+tg?Y$ioC!Qw
z-*nfw(8=SpMv{Lry^KeBWSW1BOC^?4rXsJ)y8=^!QnQX3%Bs*lfzalunE*QvJeza1
z8mnZ}MR=J|)SOUhMA8xajUjb+9I0eDsXVtdU0696!CtdHC8gkuQGx6Z96nS9X3F?Q
zuq1PG*^lvpr&g5SEk|~fqhx`p?0TdUfgc+)Di<m+k4*`#Y`3Ed=lG?|xxmT@Gft&e
z#|bSqg)stSLWxv;SvTpDYG<j}?4jlw7zV0%5Z^BAS-%JuAG|c1kP1l;mR`_qfP1z+
zB(GOFuJwUarrBk|HVFLbVUy`qjjZg1+MLNGrW;mL`*5^buZQr!%exd@!@v>yM-rQ`
z<jAU)A<nng5*V$j{?bn6JlMOUCxk8ST@p&<bHdExetD>A!6uSc)8Uy>olhV+#!%Z~
zs%8YnCseD^Tre@7uI7qjR@NHXv(g?{B75YnlC;_eTMjMK8D2tWlQ=Ol$&tx-vBqIz
z#h^_G&Fhtpa!AvhzkxUXj&vH~a6jPuHVm=-X>iHlkuWi?>kbZ1Qw*-!XXSpFqZ)LH
zCXwT{T_&3b%`}!(0)+~x8-rt|1u;X;yGYmn3I*cBX+<{e{TSnlUmF<AEI{R$j*vpk
z9$jxGh`=d_wd+vkphFrvw5E3VN-NBCSu2qU7-FoAHcL3IBseSU^vY{69iUE?bPwR$
zbH+e|uT<m9g;n|KG`jGaMz)04SYMsax2YY{wBR~K0z}xIeI4^D8&?{bk6TtVo=r&h
zgSfLlWiB-ndKiEP*itK>70&J+xO+g-Mw#Nlikpok@?uRyGARdeG8je!Azz9|jNV0Z
zb_yxeaz7=-xICVpUGFPMMk86!K9?_Be3g>czt(J%g(y^`mGw5x5fN+UCP<5f<cb#i
zk@y+28P3k+`6t;98mLw*f`TNCpJowh?_i&|0Mc>RQockW%C$~MyigoY!Z8fA=vv7N
zq>b&}%3EAYpg^kht-mGa=3Po_S`9JM*^wKGLL{ttY+OprYcaP8P#t$QS-I6Xnl-Y@
zD1x?v?9WAZH&}!apypwM*o}2~y~MJX_N7ABYge%sE@Bymh1$58H03U)yB;4{X-61K
zdvIeD7Qjgaz8TRINW&<nf;z>(wF!!ec>tPY$2RbsVUUG0AVxo)>|kSiV>EmwbU=rj
zUjW}OJosJ2RgF+=BCwke<`C)x7A0SXNz*cia+Na_Xbi=WGJ!IJYqQ)kB}9(Ffm6Ez
zk3}%UBU)Le&QH)QdJL=zKzEFKys0Z_gQru9mmQIJCXAk$a1sSK=9+KuRcTkTQ0QT2
zev}cIG7KyRp)#6_<aK^8ib|-hZ{o3Q;G83gNgU7w#jw?_H$%{aWJ)2CkzVPvrsA#F
zzmWTfN1-rFK|Q^^78Y;i?3BnonSA$fA)S@#Syy*1AmoiX<JqI0#T2)w{QR&3Ug@9<
zS+$)f>aJKa#b5V{a6x-K9O>?(n!r+^c%7aVF!xyGa|MyX=%oKSm7a|%bYmImOsc2T
zJkpxVc_6TIO4@4$zSu9t-=o8ZVDcOnoB=@b9j+#>IpFFwEP@;wSQdJINaWz0v_m2~
z%&oUY3&4T{!XSbfC}O|0GVy)Ts_*QXgmu#y(89UwHp_H^&?cYPL<QuwW@`l7i{{vB
znEeKFMfm&CVS$-Jxs*o9&nL~dHKoshUr3Ff;p3xuATNvJL5h898e*QxTUC8;T5NTZ
zYaQ1i%{1(_G?Qgo2pLIX4i}#k$&ZjUv*~xtYQF{w-1YdojkV331ZsGG1;FZJ^$n+}
zKmp!YPbtCyF0ke~O(QBlc@6IZHv=v<CLaHF<(Gr|KB?FK;Oo=WF+chHZXE&s&h`v?
z6?ex4RI~ER?ms`T`|;$B2khNKQp2WK_OE;ngX{<${rP;{N!!~c-<UB?Gyg6iGnsuk
z6OKEYQar3?O1#ZH3yb@ux0$6&nPZTvo1&^VRRw<5P>w!#;^8BI|Mr*s_M`!t^YtTt
zMkH?L6`MZmlWdK0oKoNa3zK<zqW9F&?NiScKC|;W{_Kg!JxuK7<MCFL`q)l)0F|Tt
z$MS9O^RKiF^ci_iMaF-y!`6P3+PImjiPbJu|Ni1<ON;+^<FkWbPC3H$JG+jZApX45
zowEzAxCi~*(-!u0%ZH!Vo_{Z9jFnB^zwf=%H*Y=I7Js1R)*IhEzvTPw{&n$%w?Fcq
zry{qJlO3L<2HBuRZ8u6Uq$#QX;msXeUW@;~?>;;ivG23>;iJOHAE+kC*{x@>5G-x@
znH(i?hTGz$>U!&feyYIA&g_C8TKP5QZJV_(si`bs;OrY&C%(?z`Fi2!r_Ts;!nVC1
zInY)Xw(@Qn2FiT=0b-k;LMs<C^iwb-){VcP@}KP7H-CLFeecyM=KOEJ4%{&AxN-3N
z{!dST^6c&#J^mw2y6?HLE!?msioBzZ@z^_Dw4S|_uxN}Ad%Vd!4j1SevMnJK0>ujq
z=SxR%OX=wqiLYI4psZbytR-XxabwkS;ak`>$_rpwv5J;AxSEoIOF@6kO)++!G!lP{
zmbp{6f~2$0k(%qY<~S$~4Rr2g*eo!b@rlPZ`in|dIt5z8q_ZKCD4iNiEM=EKV&ylp
z5ki-;#-5@&AlvQYd@10TL;PJ%8lq&?HD-*F7&W-AsOGNUtz}Y>3Mx;ZW@SX_+Y$E`
zBudV$8cbViw2(){MOUSbXz(d^=mH9Ja{xC&o8`^3Cb$R|<?v0Mv1QaDS~D>F>#l$)
zD^%BYH9a{xfrhSMg=JZ6HQ_?niqn(B#&<0hpaXiGfgqS=rt{j9u)k}sRgm<MYH0nP
zMs_rVhRps>-V0{mvY($oLg62s`TtV|X1Iz!u%{Fc5Awis5No!LR=2KY)P|Nm+<4i$
zLi@gZy1!t!nXY*JQEyF^-NgBw@SduBJ?+sRG3l$|dl)0ABN}U~ZWPq>#^lpgUC!p#
zloUdLV!&Q6l5$+ddzelzW*;vPOPi+4;MF(ix$foe|8j=i{TnYKh<ozfzBS@X%6qHG
z)*pqxDvY5M8|hZg11x$vw-gr~?YikIgqFsa4pnjpkyE1lFmvn|#!E_c1&fU_>V`JL
zg5jhFdrdbRY+q;uevP+piG_QeNhY(UDH>mgY0PQvioAngV=<k}ix<??2#>Dct++Iw
zNS)=X8S1+=W>;?`Z!}b{*geii^3qY-YiU-diW;NF(OB)HYt2^9XXRNHaoq4)jlC;1
z0!^7sGDh8e7_&`B!VX(J1>)i_44wU2^kJj7_@djAl@0=%PK`L6ZkU*g%(Y;rD0Qo0
zql~HA>2ziaej%xu>W7Ht;gsRR4ueG#b`>4zEm`6tL`-7&$34zb8;r-8Wco(hE7A4d
zLDYh`?t<dKokMcrOpy*PZpsFGifeY&1Vk+V|6xrab5XXd{fiA%9Zw*;IA`Q42%c7N
z#L|ic#a++Iz^!nI8>}>UjEB)0*4wKZsNofBz@8PH&YWw4trIWl7IADnU{b)kq5}1)
zGewO8DKkB_gVdOsJ(>bEH&eWX1Rmhp^OnRFIN*h2TVYsM1_hm7o2|n*)#&VTc{{PR
zbH;AhuCh!Mofm-N0-hytxP&sjPGh#LB)2CM2jgsyZ29n9Bv(F{6uRQa+l^V**k5KF
z4Jx;9MT3RSQXy=EGe14kwx7*Q0PBL<uwL%~Oi0Sl64ZOC%Q5khoW(isyn7Uf#f`cL
z35Ir=dPJoQ^ewRg*!o}fwuIEKUs`~yJ-i~ZZ@wc<1I!q-SbJ>H5+6NbN~mBaMj6Fu
zIKwrBQF5qbwp@1wwNz!E2<!E`E7p`??W|(3(lg?Eh^}AiJTt7&fUS$yBiwQjPi4(A
zmnvM~M%qX%c%xrA99r%mXfZ0M9tZSPaj7F?d4q|tkjXVbSRK`5MJb1o8EPUUE+6Ss
zyv}3L@G*&1+6_tP2rMT-nin3i+7-q57PaEX(Mo9~6YZcbC2hI@m07~p{=Ps1H%AlA
z<I_zl-s*ty0p8NWg=uYo9TOB-q7#$<3F`<(krnUY=Mq!-h*aQ#4OLAd#8W6^j3*No
zpCu~2pbK2W02UgmYi1r{H_>`pvAylW1i`%4<3h6~MLhiws(yHSwJR)ev%7;0^gBLb
zzyNC8e%D}3Q7Ts%J7Zo_w&#GPqI6l!>W2D{^u0Cr+~NOx^3;KWFW)cOzVqi-qR+(A
zP66DHaBl(nXk1F7KG*ruiHL!JJ^1TaU&B6a@440H8QI)>Y4^9tYu_Ss4!$DFjUK8U
zN*%cRkLRD&TzdDDf1Q2mi!Z6f8Vj-J7X~V^e0OyCZ`aiuI|p_W>i%ygcmMJm|My|u
zGe_^y@9t<k`YSyBtFtH`XYFsdcN0gPq|Uve^M8Jux93*;N1HQw5pO*{rYEi)u-N(<
zBMyykvu^GWgSL=!J2f3ZgJ&1kgI?qD$-*n!-#<GP%EN#7!`!`(Ykxmq_bNZ}XXKU_
zn3~$+M(!@?^Z(ra33~I1Mg~669nS^(LFJY1(bQC93E#4=^3|X489QhPW3@t;Dh|=<
z5ZT-%FOb02>LxFt#xgRtKa{6tTay8oMu<#t#Wt%+WkY}-2<X`)Jf|$bGLgzh6pucE
z>`l^$q`k!dUPWtgPKmlfPSg>qOxDb<=hSJ_?3PiMA=X#I#CbGY5Z3vZQ*~)Fv%Q)&
zuY;Eh1qE#EVn=IgJZwgRNDwALG`y}marE4<ReG3<Oc}0U1#MJMu>K;oCbqu;?2L+4
zW=Neq9DtU0GN2c<&aD|%ZeS=2xoE7Js|-ZVgxEqcbNG=1c^4%Zv+!H(9EK|&QD~8u
zdFoagQ9MU&8=r^^f_#6Lf&mzD;thj8B~)R`nI9g(V+J~{i!)`+tBh%djZiu+FG$55
zcEw)dL3_c=9O5?XuA=)#HJeuSgC&A4U-zxHYKV~s(meGSeMF+yyu>7oPzy3g-Lv_O
zW*a;*Q%cGL>nHVID7fISITqk1iPc6tYX^*x>_J>N=ej7XwyK?PLI=TnYMqJB&4EkH
z(`TB5B(*B`v=E^Jqr&lgRz`SgW7K_I2Wx)u0w!&h(HETW^J1fEDbP@A9BFI>F2VW?
zFaVFCu+M21DUSs!t9I=#D|eAnG~80{LJ%;`YHQ9|32FtS^wg~bk&iyM74aChIxFkx
z?n^Sy?jb%D_&l0Q5dDw~|HwQ%_OKyY@5bYDY({?a=A%FCiR$0YUvk!+xOMQ0w#=B5
zC!6<eR&2k1a@+H`*U8*ILTN}*#+%Dt4ZCzVtJVbKI4K5D3zveNaz)qYw_oZn`)r>Z
zU;!fdJnHUWg<HNn|0#cq;OuBe(RTsZn;*Oz`D<QzpQDNKdf4A?;9hxVJN{F3(}f3p
z+uCkua{E3$@@-5zGocDrN!jl*;V4DonDWZcetY#p*O&ic?H!3I{>-~wh6&%k@;7Qj
zMD<@@q@83vyZId<JNYaq_oZF?I&;RTvaiplUi)|P?OQ*eZ$CzmZFzdfA<wCuuge>m
zZ7}}knI2XfjY)(K7`;<mbz0+4p{w#lUeu%b%dJJ*Kl_jN=%eF>Pi4GwpB~)auzUNF
zoEOi>?s#zb=^wrv`tQ!dKR??_J=?dGz5DMcx4(SnEyy-HFFq%dtay3%kMN;aTu7@F
z6Tr?CRry<jMP*2~d|kv>n_G=~gLQ(;X#H&vo8q3$wXdY6d1tISiDd$Do*`Y#_^}Dg
zf{qp2J>1p_yb2l<$L%JdX8bGTwOQQMc#3Z{v4WYVcGk35Ljz(;wa!3VBi9yDOCoSI
zdJ~#wnS;1E1UwTz3;y{FtD^?%nzJ&L&TmgbD0*kCVQSXK6^rl{I=iHx92SE#E2#xE
zdC?AZwmn>yHhdE|>YSBnpJgs2+pAJQwyuX|w>JXNqm|t<w1%U$YT}|WDIqn&CSx!r
zcnj!5wR8EEeqSY-oT_h^Nbp@#RVtiCm@XT_612~fD+bq01f+`D2=_8r9(&dl$zpHh
zyo44Pnl#drJRqqVndOv(hUXH?D*#fm5~EfEjAU?zmC7WtH%-gX34DJ5X0}$p8Bi{u
zz`O`=L?=H*SZHER%o8yPMvn$VMowVp)w>2a-ibX~BD~6Lgr^F`4N-q2yG;uy5QB;O
z{z0Rnta4U7Z06wnAhK_P&Qx58y;6{~)()F#Ks6v9xjlB<L{-Ncobo7yY)2`)?sD0H
z7NzUesfcCYU7sqiPk;eKac(OI%}`@oZvbS)dnZ@BLBHq^r`{P;2If|*wBcPiY;y`2
zFYWZ}I}FeYCz3ENj1+~n?L6#L<G~sUv^Tb=zns+O<AdjK<TRJ~xVIrYpI(+#{qB{v
zgxZy0>{MhGv=DkIX=JR+GBR76ZJYs3*H{Nwtpvv~?W~#}5x|;|^F0QaXMTBHie2KZ
zK=V;jYy*QJI?J=ns5XMD^RDGF4S4qX(>YcKDC;eT5fmzOrlzrSBqcHXUh8j{JoYsf
z*m7K|SdchEtFn!v99R8Dw!@|GlYWo>9-?0cIQ4LN=9tA&L}{d8(%~SdSnrDMLsygV
zOYHUPHG6S@12e@{k`*(;r3yG1KE?PQNf}6x0q1zIK$sc_DdW-Tk(8l8V?8ChEK5Sd
zyXw@=;>Jw8t0qz0|1^z>8_zW!sQ)6TYXjU4e5klZ4yCkHy|^LMyHs?@D9*_nn@eYC
zHmPF}Z0?9t@m=f*cHN-}LRg<5f+VJiM3t-s@KNUGkyIpupMdf*=rU&!-!v<TSxs}4
zr~iKVo<E97u>CnxgqB)zWu3nudi)G^?5N$rM^k6QWgtviF2xQ}inZi0cS2e9yAEM_
zf{?3mM9k|tR_RNEh`>12V417*#{uR6KEMtQ);G<N;iQEo61;#ygmt7?+L*U0Da-$S
z?xT;6Cja%&{j+!8o_~?I^_Bem{G7M05-{8MHD^GM#>iwJ_Wm~c!C%q{|0mfT{I>h2
z|Gpg2D*KHbog5#(C37TW4?X3<kNGEhUO)Aj<lxZpCy>8>y)Wb4y6QGw*P(Vvd>fzt
z)8*THr;h)y@sj<~FHPcylSfZ}pLqBk<k^9<;g52nKmF;@zSCgozE|@ciS^*rjz4l<
z-S7PB!TtS(6JLFO0JZ!3t}`)jF>b&b$UBY*;Mc*585OKMlL)n^Zh!I%|ME|^3<9L7
zul?!oF5wEBMxNiNg&jGyZQb$W)~9xQUY-2n+o4;>KG?kPbWTE-?x`)OUsoJCI}*v(
z-F~1?c;h;{Iph5ZQdi{@i0gyD&ZSg1Fp9H}-gx)XuiyXjZrTsq51ms&uH4|hax{(F
z_<iP~C6}n7>xb~ENBJZ*HmxU|lD33WgI$`|r$jZa-DFB%?qi1XDh*HREgp8s&9H*Z
zDwXxEjLlu4(;{y=W5AY2!J8vx<S>=S*j69Vxn#Plu_yL#97+#DqZ1;ztOil{&AdTX
z1ETc0J+oaD9|bHZ@cR7J`JoDS<g<6oexuOI_9sG^?!uVZMNUPxp-~Qw!SIS0=CCO!
z@D`~Z?kSLPqRIW9`r-Slmi&UfU}`Gs#!bS;M(DLZXf+UhSR`Sp<q#}uJ>6oAx`C1q
zZ>=mvm4Og!Xju4*yLWjO)s_nv@Rxu_cWK3B!s?un&x!G5K^C*u99O%7HD2p}gfliH
zW`;E*6mL^J7fNmUGM{1#`MO!2F@>{~IM7(X*o>$!GeFVB(@1^#Mlk&xaUtZI5%s*Q
zaI6Sec>*)=$dFAza?r_ai(;FD25YO-uGzb9;+)_-`gQ1rEM3+dtTd&D=hmB65k;ni
zgq&tK3<(IMlc~)*&8V{(g38wD`k#Kx?;esCY2v&UgQmN-N3-cc@vtE!C9Zl0wTR}3
z(DgsEYdrSKyGRgePn1E6pwSh5>EcT+h4$tKL;#?46AOZ|QRZX5g$ph14!uo+Ji_2v
zW&(Dmy35-qSZE4o1`<&=z8)dQ&5|XJkgf<qF<{|p#1Gl4He`F21m6Pgf$0@P6%grR
z!??sIbAm88NCP<N$dS89phjtAY#>Sp{AO(I`no7|W+)5hC$o~~Q?$PDgj|^s8lK$T
z?4gL+q2|s(Gbr|1jOZqe_c5UH48W{mCU?)ArBaom_S53>r9-~1^}o4@?2eSQv1U7N
zfvu0LjWC2FY$0PjOk9m=U_{ruI>!E>XO@{&!_5TzxO{9{?eCdm?V?xC%5*Ce7LzrR
zZ@61&v*0@@eL2_`o131Kfm5~&zqVdKK&aH?v`BxzgYx*+F<39yrllH4btme;Y>U^@
zgOFX*`f3*YJStBN2Fp2j7fAs>c{{fQ)_~~xW~G%(67B*oz0Q|U%GxMr8=8M!3s0IO
zL(F(~K7|bPAJ)VaxArWsiB2wi1W;-z8zqUTh<_HZYun1&d0kW0$>Ve`rFxRmhZ0^V
zi&f=e(a4Y^I4!LnheO8TSqOPp;3?O`ab7q*jEruS@Uei!C%i_=%;B&bD_9f;LD_2b
zs7RaoT&gmWP+W+vv?kPZ&cYVJO#U3^u>mnFQ1#lI;wzy&DQjb8Wo2P3NR2IuAkU29
zkD6R_Fpw{96n!NGebZLb_ViyS#>wFG2Jcay2gd-az{E<L3?%8CGyV6C(uTN2R?C;-
zVT}#+s4417TeZH^0-Ey7HqKZ0$toHNuk-kFXcc6I5Zxq463-Dz`-?=vYY1Fz@g$=c
zwP}d9!f+p|Ev5~RmsJ|nO5>>eAjKn^R+Lz>AL_9nf=lrg0B_gmqV^_3<LQ_>QL^pS
z7VD<~ue$zq#*u?3O^ruSHb$1cE|r_L+kEo4UmoMB$adbycs-BS5vtWJZ+yOD&(B6?
zlivE_(NFqQpSS<z$A*tzJ$dSx9O&1vWoUqv@jMlu_zWZFRMCIN=aEkzKlkdt!}t7j
z_wpe#;rtK0gzP}%N!{Az6VUSw+%yN5fPL((ZkPMhzJ4jt`{%3QyxjLr(aGc1TRVF}
zBUBI<&|_32^O4_6-YPUK-1uz1sdDeo9o|Qhi|+|te<bo==f1t0etH6Z5;M>k#%izj
zK0o&N5AaW&y?Eu(Cf{e-x1c7;!@m1XFPA|gKRTc7V4Zq@debYhFH92tQS7OETk+{}
z$VX}!obVC#Ky-G-sM3&HUN_|D9RLlAy}xIOp7~;XZ1GP0b#K<Q%?}!P<b#&BrsN+#
z9GoB6+jmAgRai^;_L<E;Z2oTBC!fBPcME&#=DDqJl631|MQ1kWL`MotU0bvFa6=$W
zF*cdpk>dS+h49+t2V>w*zc~td_|56q{a2fg-)igKdSI)kEhn0iDyy40_QMMZ;>F7!
zd=|Uo@jv;m?SOsr1oF{^S4!I2Ah7sy!K2tecBZb^Jw$6+lVl1=yIkQ}iiaD^FLK}o
z?E2u?ev^w4v$yWpxrw(AY<lt7&X4yVj(&YgWc=vsK#V`Ffn<3Nt98peC;>iz)8h>3
z2(Z;p;xSnvJJdZq&6-$^4;MsOD~)piKmJfP33b&CMHQ9E*U~Q1qW40YL;s_vgDs2i
z%y*HBZ!<FmYHO+`Tn6+5Wpc$kF`b8vj%%K*3CwhvJa@hsGst(vvC?N~qi*V&6`b97
zuA*ZXDIVKIIB7X$tT|vFP<rKjLWIVfW><#G;wb~R8n8xBIfH9sUUDBCuK-jFFH5Zo
z@{GV+x`?A^tywoRS7{Zj=*@Ex2F~^MY!_$vnuD!hcmGBKt|q@4hW8{$p%;Q1DvUlT
z*Iz|{55v!enG-mtg<+gQuWBR?f(hrmnRX?MEF-_7gGafbm(W>jtFAc`0ehiM3Wqgv
zS=~<DDtIomrk%-`i!V3?YHjE+Y-OI5nLSyhk&;R=jmT_gN#>MrGKp>8$ZHGJGM{~(
z{oB{7J;mXlj{bS>Bh){HjZYt{{Bvj8Ce`IzH0)K(r9WQeJc|6^Wu`Rv>E>OTM-yIY
zMZLKG1oGK04Tg@gk)J4<uA$)&n`1urM(EG`PoLjL-v?%3&r_S%=TYA%{4bqi|GlMe
z=H2Ym--PyO?EIaXli$+7{oBjCH=XE7<jH=l%-DO8R{x)0_gr~<r~i$NpIi5^-jQWr
zJ|f39&>;psgb&qZfAirNNpa9`9&9@Q@s|zOtSHyuTvqxMNGdTQV&g(Vx-UYHsL?wK
z^7(ExqhAv`#7iZFD~@kma@EiUl?E^eL<}x7n(ay_ZlOM)Zc^+{s0skP3|*cD^#S;4
z=K>j3XIDP<%^Z@>vAGl3)`Y6jh3X7cn9k@(Proh{jI_gw!T!nuyAnj5n=*54D6`$j
zCkX_oV%LRLb32O(RVZnNi4`8nn4%YO+5kP&V#oFu#-3)^bRHK5g{j3%ban+hTNb#=
zuEK<iyk!!jpNdJDM4)h;f!Nj}hmB&97F*E`M72$`Zsq*eb%TX)U(#$EUcv-N*l|&R
zUIN-cs3rF?`BnWTRbZ*2FH2%z=<p+3Us;_uq#bq-u{GH>%^0JKL9O2SytMO+<#rae
z%8YlhTflyZy_IrUO(>w{d3`yP={LZ=S<AMUwq6LYUr3E~GOwvM(Ijq&flbI3%EHrs
zi3{|&6_{RP_hghh0tyPd*Ou+2aWH}9c(iLo*EuXGZ9`auoMR1Dt}&~(+K3&3Z90=b
zB)c%jo2aq0i3_dSWq}oH=3M231v~85PQ)XM=ErkfXcFGy@D9705|R?BhE}!*37(Or
z$W33uI+zPoJI@g*H#@59R#bza*Z)!*twz@`8vsAr)Y$@xqBmS|vw1Cs%-J0mS)Naq
zu4k*&6`BI(5OTC-LpGJ0XOb<{OEEKmbJp6oQ#D{w8HLw|G9^6DnPR0Opr@57atzUB
zvUFM_)uQnkYwV+Hf2{T9@Ka@6r<au$P!o?^D=lSBjD)iC+GVzNF<qh`j6)$;M-sB@
z7CX-XRz_tEbRg}bx8x?^hxEZE8Ll)(<TSiii4R(GyU>S(6=+JH6J5dBfMk(b3d)FS
z)I2W6TX~M4>Z&HTXUJW+aY?(DQ2i!7-4zPfFDZ6kNR5w9uOe2ErE%~ZSvSJ4F$55U
z?>r=#ca;XCo{~%S#;A$*3YRQ)Dsy2Y$w(aVw*W;)mi2w)o1+vO4qC(J8o*Fp5km}@
zvW*cI%_spGyQtHm8uK&x{%KA%SrlqezhE4B09NQ>(Urm2elkcBlPhLsXhk}Lnav-o
zNQIbnEF2IkRw)P6WPk!#sQZ$RvK1<Cf>0<sf_MuKW)@jDS4No(tS&mq921XJwnfQn
z{J!FZWF;kbwY*+5L*}K~i?PAT=k9ySj5NE>XYU*_DItqf{6xhqxM_;vYm3MriU98b
z7wUJ<r|1y}7iow=R8?$XxofqH*s2egI7m7=tQgXHx|*Ck3E|*7&?Fp8?|!I7H>}$M
z40&d*KD1l!YFIP08k7cnOEZ`uNMVr{v$3e0-+_b5HomAP$sJk2cI2uuy$S)g4fAU~
z9)N;<JddHJ_|3z00W1bO&20|!YcXr4)j3i9BBkD9PAqs`zOqEGa*HDLaoM_fWHSxG
z|EfSbyLy!)z0@&Tkd+uE_r@+yCVMpeG0j+BbQy%tUR#Y}5Rdhb64|SZGiRniJUB6l
z37tuE*rpX?SA%p}IW&#<Q)Or;RW{^yQ>GL*_!zw3#Nh)6v^WJVe#~<Sjz{fptg`uo
zMlqfUvq1tN?TH(wX9;i+<ODwqF?0tu&!j~wN`em7n`vMX3@FVm(Fh{I?L&z#jiSpF
zvg%#t6p9TJtA$A+%N-A%KzhwB=DVo6ezuC3((EpDBnZkxRm357tE+wuhMNG35gPkg
zt9D8u?r?a^-z3asaigVxRbzMD?8`h%m{+AM$`h!Soxo73BA#)@iK<#wt{!$b#cNjY
zFS=#UxZ~}$oy(qPEFR$ly2+WoTo>9`0D){$Yi8nv$%rA^Pph-3;arDcF2DZ&A?)qr
z(ysToe-z?oG391;AXHG8wAG56lVYfdBb8;i+3M6f6%*6h@eXa?<P9KhgA<B?HQ7Pk
z*6yp5Hq+ghisJwl2X<F6VZy{o+eAe-Z-(0SJ->f{kH>ZWxxXd~d_SM}`}KN0@2u}a
znU>}m5X}(CMGav4X=!Gtha=YOEm>sXbDr2-p1&Mu${f>l_6FT>Z9)jE=#I-$gH%|C
zC@L0O*Et}ECV;{KV_{{-J@X`$V6LEuYS%McN6N2iCbLMq5_C`()a!<U>1clz@c=GJ
zFt+7eO(#G$8KGl>v(uj<HFG<Xx6QFkvLTYNCN)wgA4v<1br_8HJh3OQ&gzmEX(RIT
z$U}GH@|WECcz|9U=%x0uXY2hYm7E@4^MOQ$^;}{ZmXs><8k$n8#1xj^>V+|55N4xQ
zRm*GxKA+-op?zw)CLNb@F)r(YJ{*GNL#uU{qQCwk^daLPuT(wVx%Ii%`fOSzLj3qh
zWCwy`p8_*+mW@RnyVhu3d<wKPT#t9q&)xp)pNL($UBAAyEA+VehyLAM&f<r)ClPme
zY1XLNsMVw<;nJ#oRTH0JkfA#gsyB6?JpSFcq*oto+x{u2?e#A<?-2F1p6sB};uyRM
z6nhNTU$-`;P|lEv$)6tk?Q7?)YWVw`B+mV4)bYShE<hCg6ZG;Cz6J#!>7t!(IJWOd
z{(~=fylJ>drhK~P*y@G$7wQ7%|9R}-xkEdex0+5fzW1N0-|-S+*T9>K4pLke;_~a2
z{D*)2?w76AH*cR$`B>0(TzXQs_PDHh5VVb>KMEFxpE}f-%j%%a(G??P)_fRY3{uQ)
zf*0-i|8RFH{9MV)=(cnj1Ra(O-%W-@iN9n%y71^|=RLwZjyF6d+F{|lJ(SSx{iSUX
z%)2)bwej$dbnWXo)7voL?L9<kzmTpYola|lZ)-b#E|$A<RbZx`jVkHC`;UhHX8G=y
z&R@qg{WovdZB!U&>-<h1gqz#m#$CJGn$Y)f$JTS{FZ{H7(=ILi)o;@=C*$9KU+_T<
z=u~Ul0yqz}XYaXZ1P|xVzVg@krBPN#*A1MB*Rlxm7e~fbw?<9PB>TaRIhMho>xruP
zr0mt}p-<2E{9S*cDE~b2%H&>M65@>yw(omB{hf^pRQc9?ypQ+&#SeFUn){DGKE;FD
zqPA_{pZmGwr9Zwps<~4rcArAM_VmYFk5H=5e1y)615MQi{w&X6nr}Q+zgdc(2j;sQ
z)h5I}kqN!d8woH~2&O_eA_QPcc1uMzFTzOxz@0tHs#V>fszl-H=PAYrt#MHQeu5!@
z1`#hC>g#oGFu^RChU?<Fwt9Yixqmt#RXl-!(U92T>A)3~nbYBLmIR|0$bIXkE%kV-
z`Zwfqc;z5k-IT8B-Rmzh^Mg}*GMS2wN+RgT#XVX&sqpbk>O%A9tG{s8&PEOY3A#?*
zC3&z(E|-7Ry(&nO{0TZPX#W#*^EnudxOI|qA2GK)_WjBuwY%$Q$+5e~Hb}r7|G~{0
z_dSe1K?`3$3aZyW{PAxO6317&!NU_Ge`fTeY`{gUZ|n(con+lz{VHvmLxXx&>OTG6
zv+|@dzq6GWp3tSGeb#wO=ZtX~kkRTfE!>vze{%t30NIA|#+=&J3}EEID%UHcrz56#
zn-3!uc0Q%$cn6`N00B5AeO6~+dXF+?ceWPNF;4*lECM1#JlG12vRTJK%hU_v)HGGs
zJjpbF(a&rW^@qH0QyZ+t5lLzMa4N%s5y6;FN0Bxw3XP5-Us{N(lc$6x5&x6X6t7qs
zj45nB0U!#OhY@=M1Flukk}B$8+P$)#bz#I5202xWDijSz)L{Ya<pfOL)6qoB2C|wX
zO@cfCWR6X_x*SKYG<t9ytt<8$?i?$aEt1xT)*J_dNvOi|v^dbcyo!7&8K<oVOvk}c
zEHb}Ph*Xej#>~*d)w+__FcuStd8bb0rN;BdQ2iiq9|$<9)!|u65~3><tr$;WM_!*Y
zQ>OV7Kp+H_oW})9L<d;L?xySrK&i9H`NLBz0?&~YV{G{{15hb#q(MI)swuognB*Jn
ziDo{?F9F)`w73F#5-Lr>k#HDr*{FLeoJ;7M$|=2Okua}$$WMX*C%-B+6M)P+G;vfk
zDm#+8`a>Pn8n^ohbug@J-Plyc!Lf8CfG&|8UL8<yz?T+CBktBMGvvoG)@oDbGUq5U
znNbj*0LcQv3OOr+)avxjD#IEm0k)uVtN3zXkC#)gx4Ke39IDb#*W*)HMiiY(a|Zt@
z5sf~=sDyxZc-Qa&d}=bbCw=pjAc3+uXjsD3hfNfG(zRj$FrIlxBb|LJyZRoM;?=w8
zB!EZiT%}+;qFx4ZJ0=>l=pnUcGI1-sE<4L;unF<fYPw48iXvd3bo#JUMrQz`gd9_O
zw36v#Bu*sAz?CUeZ44!i!m~LZE0`c$$`92*l`q4O%FnoC#gQwqPqU&}1koINnxZga
z=;X_Q9mXo_(M2=oNqjv8XdSiUHOz3XW|{bJ>Im>$2jZNQRm}e64qA4n2^n4;h4uA)
z)8ov5iZ8{-RV0_65ijH~TV-y0&^=;-^15Z0x(A*RI#vh~D5*7GR4$;BIq0O;kezvL
zHPBZpB_UQ(bseteY&%owo?(V?iw0d(@mFu{sQl?0cge-KGT;xtX`qmN1#J@M!<kKK
zY5Lq-(%mh!{qBPYO3vIKc>eR;uWs)B;UwqFZFp)qRNSXYuGn#u`(4p<M}L1~>+9V2
zPd$tH>}%MC6E}C^`LOeR{xS&vBFX&O<ujk{{E*b}$&IY&oeQsgmp^y=_@*MlZjki#
zy~p#9&~l<Dp1fvXI(hW&Qc?bAdwNd30K&%Hd${$!dDmC)hosYp5zKl`gYQ)|{O-R$
zw|k0&uD-iWO8=&3vNGR#iPyC0U#RDDy{6ZHglx;;mxo8<e*Nv8zYSjar^S8l;CrvI
zF4LWqoL#w*t4c)H2q@=ylVMui-K$s$$;eD95POL>XXI6{2idx$cvg?p&!H}Lt**b$
zD_hvgo5}(e(AXLEtFj?rD__zpUt(*Ri~a+0>L<!Erx&;x@v^jW*@%{lqbQ)xFxRtA
zHACT~rfT|&z#MTrp=%|y%sEEsJQB9RtD1-S`^72dOu2Mfk7pYfwTO-ue}i&kPgE?#
zJWBWUsz%1_abi#Z^9U7iNtj{O6+|?SvJyPRrEsKjqN<zP&qClrCg2AC(INoaLjs@!
zXEkY#E&0$#H=t<r*m&~5fq4Y62FOSEM&b1~G#M)3E)ID5t6S0P`7vgf4>wDe0EB~b
z!6Fk35izm_jDoslYE(v*%Teo&aG5ufXEP(8S|-?PigE_AE;_P7$_Qh*B>3(=w6d9`
zfED4i(7bxDj)Myi^IC%%c{g531{%OifiNbvscs#3*-BljN!NR?ny#&Gxd@)kj&dkg
zUQCl@jm_7Ka4vBN6HkKqFOR8#px=P3J4Fp5$&#Eipw5M4eut`ne2IjKd^B9@!8B5z
z0&RC%ewHe-7w_s9@Unr*r+6ri?I;#ZA`8pF10d&YGEhFi%URldseme-j-ZZpjJaj9
zMJ+`Ralq3J2q?)%!Yb|ll+cK?7$MEkDCgtrYFbA|z%`I2*euN1I6(md5JZ2<vcY`4
zAaRUsDWlW_M`)pzk&kSPpy0<ey-wYbrMYS==cWKTOARa;I~~s+ph&V;qtEcHojq0e
z=74pmT0v5EIa|)g0h}3&ebszjz^GH}`nbB6^75M+f$5anVKih%;G{f0gDLm1Alb8|
zwS4d>I=G%Jb3ux;QjAW2GYPK@Vxc4f+s04jnG>mU;)!m$enLPW2Aa5*2ZJpGp>>O*
zsUBGa^ND4?fK&+FodO{dVLEc{UdSTGunMDpU{|gC1Hqu`#8UU#5s8hx;*i!f0C|4I
z7^`K8(#9zC8e$0_8Gb$ZRU+!<&lgHgbzRBJ|MB)Gg13QpZJaUXQ|?!8Yx6d)X%Upr
z@J=yx;oV#oUxE0%b4p<a=r;SO4&hks-z<EYa5<$?VUJwdY+a!&!`8%R!S7Yy_3b@#
zMtSqlGjFz_-h5RmnYvq?xi4!Z?s@%Jx4&#G-3tAD!_n~S=ylcf*EbJ-m41IG_nmhq
z&b^WT_A7Mi!pYO5#<ywCn#Rl={@R7z#h-FcA#DbeJ=vzvuZ**1p7~;r>qqdW;^VLF
z#q50i>XvWZyN*nMz)d?c&PGRPwMC_EO8@fQrzOZ!NB=RSXg7*opJ%sa?7fg)k(>5#
zDblY;+D@GM=7i(gqrch>tN;A^i>vZWo)n9Hz7S{t#ZqGu$+k!}J~#yZ&-tyC)BE|P
zwo~W0d>ly*=xHIFRhm&7!nL0AHQN*!lVzM71tKo38_+vRbeY@I`30r4-d5H!T}Y`}
zaXdRL=~lbP)+<vhYS`WP?c(*cAPy#0B!Qb_vF`k8de2M+Y5n-zQ}H%WMMYhdoCy|V
z*z;8zr&J9KyoMlU+41aU&rsoDY4R#KJj(#Y)?;ok^tM7GlUnM5k@OVe?UFe0vYARA
zy3ylRvdr-$EUgaQ%hVXEbzx2ohLlGl;_#SyD@F)!CItyrTX#sB%5L$_BLd-cRdJ<`
z*&i1s<>8XSgc-KXkcOKB8T44z*rB$9IBpXH@JBDBhs@bAD7lEG8w5M8odd9er?MJX
z5mPZ<xslqq>VTD81a`@=$8#Hyi_0CPGPwbu&j1}o)qHatv}zWz9G*3iNc`R?Ma(m0
zgy}+GTz(cO`qJ*SPH$C*j<7m6QHRh^zCDS=PDk(wbG~9E|9@n-B~P@;jN}7MX;CnW
zu&k83?CS$f?8a;Hl8<j;7wQWr4c68zN?IN>1*j{KGBTW&_Smi!4c@lCw4#e4i@U=4
zj{3RrYFr@Y3~MKVf>9Y|ob$kN?^{ziLbc2SThT+}1+ovYPiht^HS>wU=ZFd;Hx~}w
z^;T1#K<mQGBa5V_JlKA<e95GYr}q`G;=(ZGF&u8)_a`Wp4%}MTGug{_KcN_S#4cpO
zy-7w6;F874oXer|Got#IAF^Ad;gOG7&>A5R#rao%BB^9bW+-z4zs{#CR08nMQRk()
zu`Q;hnZm~Z>=v^X1i=(dtV~f0Q&-ejFJj?jhM2_)Fd8X2dixX*UleAMN9Go&PdsJ+
zl}5N(=Ie>wY$6*|0ciVB@A~ZJ1)?GPlv-MlFCU?r{52%5stGtFAfwj+w!Wa6JzFji
zVFytNU0WS;_>o*5o<CbZw&IH8-UGssBhfyax8;XQ3VLw<h@5lY(}Sa^_>>IZ>OJ^T
zKn!Nw7(VN=BaQDj)rtCy4kdL;R1`GEBqohlL?kOiO3qm%${-bFFQHwvs&IIR2@?i7
zft1GO*Ee?GqOQ$ePouURzIOJdxmoS?9k~fTM<2TRORm}7*QFm;ZQ*RsrffO?AIgi*
zef;1%@;mi$|30zn?7%bJs;%SyRz7@#MPAM2ZJXQ_-qhCm<1@{R2e<Bc?K$>e+rNVr
z-O1W{pbQj_)C%_g_~Mt_{)0Jv3Fvs8Jh}g`&!2ehbn+WDkFH$ahfcrqkFWb~zLv?8
zx(-CY`9A2%;wjMCiI20ki^VWhTifBAU)^jM7d8y<d9UdCC%Z-;{w3}!&8C<~k5mFg
z$?=MTf9`FUrl-4KO#k*^{JGP;Kb&#Bc<%Bx3OyUXt+X&SuGMWTq8x-|iEkmeyEYjz
zpZV?GcmBRT>cY3RWw&2HdHT}HDl?|DO@?ZZM|DWsTj?NOZVC6T$GtIZ`_q-UpMHMy
zLCu8^-w_Q>wrB0+w_StNH}@$?u`J9dg$K{?(u!Sa<4lUolN$TsBDOU=BM-hZ*2YLS
zX~2gR_M3H)6s0am$f-xw*ijgE>-u63o(NcsHx`X_V0TAZc1<HTE;*ppYQ<t7vaq76
z%in}tS-;prqu8rW0zdUUoJ>t}J0!znBo$BRms(v=p>IGrPqD_3XR=~A3rXF2wcZO%
z$<{+PLA*LD7R{1tu(APnm2o^HyEf`g{}`CO7V-M=s9F%$0WIfSgTYD2l$o;-1&|_}
zWh^^o4L*h)tdE5_imVebH9dy65h~B-TQTgYPDKE8DpLnRYDOxDyKZn&*j(ZnSGj4W
zW%%t0Qn8@2n;n5VG!dz%Rd$97srBf~(N^f)=9u}^6>y`!*LB%D&RwJ>q%1(|mgq1M
z2~=-oi=x$yUI*YMX?}5*YwgfY&@uy9xi5;NfKumJ<O*nNYGN{M1gB#r=~v{#9V-@y
zh{+(q=Z4LEprIrJ0s>*K{e8SJx1&U191CTJS;GOtj8N>J$)8L#N5WJNz0DY!ji)r#
zJ1Pf>gL4>hzvR93nsk)SPVGZqnq?%g^dp$;)~y>*uG4XVGf)$kaIcEA97CO{)Ka8^
zFf=(njWjK67_bHv^YAX9{f0{FJc~yO%<<V%a8?HkFK0dl2^}V)g6YCewMN+jNp@aM
zi+N?7(iJgP+*lnd8P76V^vSW1tWIC8tA<=`nd`dtSr(q!XORqrGRxv4r!B}`%`qzv
zq7@z>53gJd8oNV^z>t4XO5V?8y|{BRWtzDGQLS1D8LV`6d}dL1UzBZWmMj{8gtZ~m
zy8h`*y+toeF>0BtMSPGV;r4+iw!(7@=YqX$fMjiPnj%Dz%NEntg;@D&wH!Ox>SnRV
z^XNUSR#R2?V11M20Pzu;ctF-2*C>pII;|ZnsxRz47TLZ!H%e%jPM9t1Q~&;Ss)_jc
zPtXyAXyd<rDW-8kxY7Nu5--nW5x0|w4MW-XkjY!pKbgk@rd^S0LbVC)MMG;O>^Z}-
z-CSRs**yTSwb^RijX_tL4mdq2U9hQD>hLs?#*~qxSc*`!+k{x1&ly=f)RvrWG1ZT3
zH=N^XBkIZl@2WY~bLQHmPH%BD42#p~M<{Y#Ke>j|mc8T+@oh+?JxjkHC*+kf`~*}o
zqU#!XvPw@(iUm_yo(B6J4}PK&=*Gd5C1>cK5k>^mVzWRBAc_g3q&4yYejWn%;>_h)
z6kmw~_C%Y($4x|H$`jEVZFYmVEnAxd6#TkDyd_i`do+zO=9x?cAL$_g6DRD{5><i&
zNZ7lDE8S4ZM?V|sLlEx0i~<nd$?NRBOA>giqc5dz?Y{wqEU}yor_71n%uz?fRUh7j
zsVmJfPi=PKQ}c2fY*_cyn$6AyNyQjGQy*Bb-1xS<ImHTm)@SlE_fO<iDjoYrJFTvU
zMPjjV43Mzur9vW<lLz%yvE06O5J<vj4(M0WgH}%;AfYzrv6ob`9%mSA5E$goOI?mR
zACu5crIHWCDx_Hs5tHa+fTEWd+eAZL4P=?wJ5vY$A6^S4!H*|G+5VDHw8{8PNfLPA
ze|3nBuDCb#Gdv)k2Q&Q%a#xSTX@yClG>Qhs$R7)jU=+r}X#$$y8l`JQ*9NWg4Q2=T
zb)7lcGPU>Z<ooPD7)J@^r+1!eqNo@15pC(c<np30VB5rfy2J`5jSKn78F6{38&m)j
zpr4=uKYm5SzdB0$a{qJx`&tzCi3(`@gYXBx-D(Zr^{)qeZE_3s#_u=WFTDBqoz1s@
z;2r$y`E9!P^W?=?{-N}}m>emW`fZxOcMdzCbk)+KAn+GgUVr#Y-HE5KA3fiRe^l}b
z`=EqTc)Cdb!_8{Kl#=_~z9Q?}&E(!h_KyD9J8v9hMD31#v6l4O?mH8?e;nF8+`h4!
zmZtZ8@#^d0SJdCR@-~JH{3TV~cbGJ1+tFrS^fTLKDHzKA9Z}a%UzNRVY}I_Q%a9?w
zDo9XfJv;y;ZvK|BR`Je`lC5>IPZP(_ee(XZCHvE=9_(&CWxzcPYJC9V%Ma8gmOuYX
z3&U3lfAqrje!~Z)u_c$3n|3O5w{&^8y@c3JXUoX+HkMSHuy&GUxz8aF61#^cGxJ}m
zdg+~eL&wJV?yyRqa;`SO7Oau+dnI4SMLo>UdXTcxzj*xLTiz&h{koQJ;O_uo-*x6>
z{|woB9oh5&NeW3MOW!FvyVJ8LD??h1ZOTXnZXLC@hO5Dstt{|kN^LjCTM?J={GtAn
zhfcrs9p%tgE_eS&o8ApWdz*bMn+cn;wti93;+TVoAma8|t0LvS)JPRCztGI6zrQU1
z6Qpu91Sb-by5;?>J#K5q9FE>6$zf-gujLEVHl*MsP)1!BV6vYZo*Nh3y%<DMVRF&%
zL(bnfEama>@uEYW7FW$|m__|KJG%?l5tvR51w4N6urd8FrMJ|$hjFAl*aVF%zD5wR
z@tw=i%s><0wEi`{PYb;}pC@+L8dH|8Y4rH<ELDz7PFJ){BLS>N?Dl=y=F_`!f6fJs
z?V+Tnp||oz(=ge>$=c;zchGtL>Ke+sdqL}Yzk*$;&)<LOj0L8q^o~a_Q9<HUf244p
zL=yg+xAmU~+xNuoj7W|9I2?IGwUvJLYFMD-zmI-Od+`CVmCpTsgT7b!&AzOMpXzf{
zhE5rGbt`tO7|3qBHuk5%ircxJWl<(_#;*gu&o6EH;pBlA$3E={&l2x{<CWVe$<ldH
z9PjjT&7tS)-?SWdq5XN)_R33|%Uzq#4j43QXdV#0!{fc?Tk~1K$ab)>H_)=u(=131
zbD{Em10%EqbHY7SS_gs1Ig^jp%UYVtC7%8};4*rWqjQByp3Uxv_Ku~jg$w;j01Tcb
zqts{ak0*6a(}92EElMJ@M}^>k@`2;WNPsA5tDDLzsAS!<&AHaHr>0h;2a83`adc{Y
zvcGl?PbLMr7VjH;`-8wA+em~>b5miZV4P+F$;-~H#1ene#z(9~+=$PjG7U;A1`?o{
z7evjm0gwR!3<7e@qI&<KU`#o`NszskqZux_Bz|V+P!$f(1_~J?SbXx1=E8;_pm*GJ
zzdA=|X)yRs7^z($&8u<)Uy`Z7TKHbZiorkVUE_JDg~AnxXJ~bm9(~bY0o|y{q_=FW
zD^nasVtE*l{9wrmBI0WF@g--bC6dJuO=ZK!Ny2KBm>rA>RdL8O<%uR~Az?n$cx##T
zIM6>?07O(yq6V<evGG*$fC<hDUQ-)1^J%QP(2R&}{+Vi=Wk&(Eq{nuI*?)vm@2vv9
z7k#-^T3F>|T`aWPs^XHdp?WP4LXk^CCh%a*Tnxgy0JX#<Zo)H(w}{we%n3Ys{Uf^U
z5-TYQs1YT^lZ!|^4B7rC==VY0aOC5~B_d4ZoGi5bZ1*;5Xa$S}HRh9@a^QPYG~A*v
zWNU!zHZaK2zycfRSJ$htOn|19#|`u@E_n_yTWtQyPMI^uI40B5+KL%;r$uQCOdv*F
z*ej^anpJdPjuNz@N*hmvn7nXOi8F&VS=V9bc`eYz{{_qLkb68dX!S2NUZZa=m8l{3
z;UFD9qhx4<Qi*06gA<8pEdH(u=%kel|Eo4UKAvRkz|@ml&Ip_8MW!+LTJ+bAxDKP!
zH^~rsSIrXp|J2%ab-zi{yfV_cR%Yx;In~lH&CZ{$Z@iogGOSHXE&vzQHj{mY48U*4
z$m_Y(UNex5sMmqYCJOjt3j0cuz1lnH>Qh=8S750~CDtQ9Fz09C0!b@&!Rv>~^2h6i
zWQdIO(5R{fQ1C+Zco;1LkQ8?7l9Wl(ANW)vNpD@5t=wp$N{cfVa>R;GwE+*w8M|k&
z7-<!GbxV}aAeub|YR0qZJ`U&1bq>GF-^}&cg&2kaQqqLP(JH9Dey@a&TUlIatogv8
z!wv;y!!~ZqG-L*-j%Rv?Ak)<rVHM{%`>2=b##>Zn5FsC*VtKZ{rXy$o=1P_Qb@^nL
zVj?5cfJy-S`Xk#(?2>+@KfY>X_*)Uy7z0FFfmw4BAcRd`@-oCtA|IKUC%9%8S?`U}
z5`%QboCj2BnxoaEZ_%MUumc*swm|3y8R>56EJ^9vuqr@VvS<fPjNt{;z1_co$o1&f
ztsHjY(=u&F$g5}RrOiB*EKVZ1UFIKH>B6r92ki}D<P~3#MQT~epgL5uRjY>DB)9&a
z(%Qz$#yX3Ekh;*~!liFM+vlw^AT#nUnu*WV&{aaUbIIsohOpB@d=qkQ1>L7-rT7@M
z1g~-=CQ~xBI2Z}8kA$Z+7CzNR?(dNKDwn;`RFH0}05-j1d0JmyO<0Q_E*;6QMHR5i
z>ucl-h31HeL{L@ISUQMYV{MtHl6{mc>w>6>H>ZXQ;I>(c{|T)IlyU|>f>mhQYDmk5
zX?}Utyz0h5>q_J<(lW5v`KCz4om;4~7^=`-psv^(gi%RVFizRy2$ZMcYid7~7RIh}
z*$S0hTZ28@vU(CqSu#!ly#N^J3~bGFGjpZW$^hL9i^+U6Se!vwYpQN(W#yZ|w8(ld
zniN$J99;ZO^+IgtRbJU-H5ku11_YeVv?|XNV@fk9$2Hstmu4^7*C(lS>|$Y-G3u37
zHM%o|lc~HYv1|ey&lXCg?!W}cWCBdjlAK`)Nh_E_7H77c!qR=U5N%efxF2HjHONQ6
zkCP^lB|Uie#zofT{|3e@dK#TNg;g`9&8a36(B<SQ!32IP+e&RpKV@Vj`y79ekQ#{0
zzz>UFg4GLXNFIQSOpR>Z?2q<JD+d9IRF9=5J)CLqs+8SHkg1${xDwcHUajf~kXlp-
zHX@)w5oM4@DS9w%Y(cUI5rqM?laAGE^x?`O8mZ<kT<otLwi#MoX)|fjidHb7Hk_vT
zF;zBI^fEN^*&;M~=-Lnx*>%G(o#_2vTmUqmH6vz?=~Bi3a$(DvxJWq(PpED2`z%r2
zzw8r!`tO5>Ke_Pv=X-JV=OVWGDL&Gz*T|42Y9q^>I2K=?arf(5!iZ`rVx%i+_-Olo
zzSz{A%lq}W!G~GyzMH5~F1_vOzM6=eeEek8VCLY**H{^=9uQvTwcna3*KuHT7Q*88
zQ*n38z9#;6&wB&1CdpRv_F|QibgU1MJd$$AhU|h=(J8K5gEk;#?4_tg+cE8Z`{8!f
zo*drC2z>0p9M+d|IqZ!7bO~gOBQGw^A@#RS)>M3thWk#i*R*NwfGb+PlGWMKqR^=O
zuceY2nx~Ksl!BTvfM&zNl@wtK{qntK*ku$A6jW+qW<O4@I)O2=V9>lmhlqlyj6Pcn
zR?Gps&zu}!nYYw=QWRE#m?Py0g6`S4t?ZJed-6f64FjJbU+x}o)+ERN<@VpUhbq>8
zeqrE2>+AAYw!QebybnuvJr6sAI?*=<K3jKu`ngPQK`{NlmD}6To3&qkbwa-CeDCd7
zmfPB{YuU))z=JkM{;HE7pPyIFA!w*e8nTE)^(_;|ROy`uXPYbL=D&OHJU`)~tn9me
zk|}(6$CHDf#J5a^UXi>meEa3i(s$vn|LWj={Nm?Fvk%X{Y<lu`*HJ0O@(%mRxj#Yw
zJ$(DY+Gs*@5heqI>(&C-vK}&}MHyAx|KAVler%3C_Vpft9NP75owfD+wq1@l1C!-0
zC4M$-^5e#twU=gY>PKI@-|rJ_8z6ijAdOz1-1NL5^5@*+TOv$WTqt7OEGf{&UM5xJ
zaiBR}^veCJCykv$u~!<nB}?wMw&h)&pD^~mt_?NbeLEaE$_?MUYaVg>ofA8LhrH0q
z{_K+?_FpG&hR6$!tOo7C3w!0UX7{!fZU*mJ$LwOWxXjZ#H(wo2HHC5hODJAoz?^~{
zM~k1yN-mh)_j&Nsm!AGi-O1-1JJEjhyegjmD(S^|UdP9~RK*~3glMoJN1NcBP5|_3
z+<WjR%m2T<`?Ft3{<n!IuAVB&Stnhu?*{4;|Bnhi@I*XI{CMe4&^6aPaC=U0d_9Cp
zqgKK`3z#*-9?nBdMrLJ9J-XAS7jOKrHqyOz_s91<8wa0Wku2cI0dPxvA%LNiSiDWi
zY3wG})2|}{+7Pf5xcoDa^y4*duli=qA0P&o=s^9mLk?rMRa9{xYgUL4-O=Gyu*|+5
z61L^A)6Qk848%%ynX0qb)!RB>m2^+w)KWIfRBg--ke~Q{CqSSd)YfT8;R)u5O1xUV
zEuJSR&x7VqR)$KbcAhkSJ|TdkvH6_+Ln~5Y({y7&S|Bv$%o8HBXJX+L%V#5UCew3i
zB3q-)IS}=7F`SLefQ+;*>fPqM{v*2K8bd?BH7+6L!+zYom=S?1+Ph>(GcIK6?!qgw
z{WD=Jt=DLrqYy=s`<cZ}!KpxSAg@r=W1G*`BJ-7Km*3x`kZs4^;bWW9&}%LvaCEEL
zxcK5urJ6|;LksEwh%B3b1X^W^SxJ#9##7;QU1T~-4vUFv1g%f=>ciJcso?1<E4A#>
zN^lg_s|R^)jebrazfCmz5kz2yP9&_zF`V1k+YBXSTqv;ib;`%Z)onF2D)HYFVPt|G
z-j)pXM;Vanv5iY6Zigx0>bW;bElx`rqBitC^)XEVf&d4FH39^R!ok@rudGvQh#oWF
zGSnE?SJGpA%#QU_$nY#HTQ6UR$p;(G_Ocur?KzoYWQN<s#;tmitbuq@UwE|_WR<t{
z0$i+8h_}pH2Gnw^W_Ut-JqQ|7&Z%0_is&QnW;?nEyRnpNGvC8{2oqL~GdE<aDof;m
zrJ_8`9G_r?bOggA;pupppGsL#iTWv3HXp29=$I%3nJfE!Y|~VEDaB|AV8l|OyssQj
zGtAqT9mRnZt8;|4f{$UP!@>Q0*T4oNvg9IUjMKRJl%a8gzrbbo-*F0?28B}*6B(6C
zIz4H1f=^5u!QO_ZT9_`vGz@UucTjwnOw*MbD$9xC&hwBsf?lq1)?4S}6UliDHZrQq
z%;u^@3_7F>_Y4ojp+9(l!0`7-L3nK%v4R0~YW6UjXmsF|{MRaXhcm3h^Tp5GH~sR(
zgR>{kelUw|?(hCNjA(l}1}{Nhac=`<FSnTgbK;wST-jdw={wJCKf(Qh;}gUo+H|qa
zolS<d>z~W_z*@8ex$iyx1=?h~_S$RPMt}MAE5h!z(+6L}f4K8s8+$Pz=({om<LdXb
zw>~B|_BZe8|0DF_m+kJ?p4%C*EqeQ#yZ-jpOP`WZTJpb7kF{Z7+_=xTgpslJzkfft
zd54CWncW<c<fi97y_tX{Z`+UJ5pDPQ>e;E*zkc)OZ$q=o!yo7RF37Lz5AWl1e!i8C
zkzL~Ww?oeJBIstiuM+I7?vyD*g-Q1uoWhU(;I*G-od$AE?tSg2ckJ4}ul*$Bv_UK2
zQ^v*^CxG0PYgUp&gb>%Afl(J8eV0newgP`MBU|96;}}Ap*{NfY=}YUG&!e$S7a2!(
zR1Uj0&R#Pnp*@RHM2HVsk!%k|gb@mh7LswKXw$mFW=3?6lf9Xb#@QLj*_!l7Aoe~s
z(#^!m+#=?PWDeaUcfl(1#7fs8gF{*X2@vKkdHlBdjq(U`kre1Y$rTuZu)KL2wsjs>
z<LVP_%}vvXCnnR$OS6EVIt~ffB;jSrc-xYP>CKb`3Dqi^n9u<NPi^>c!3p3HJY7yp
z)N%eTD6~712}%W2U=|NM3w=|QHPES+;rE=K%d+TGR!c?1VziAvlP$>SFH(zD<;~El
zMRdoQ2TQ#~Ss!9$umz(u&Q5*j)i6e3Pb}HbHW`^I8)gI%pY%$OJp@EzR8gf=^Fnen
zsfibeXEa`~XylKWbe`tK5l)F;0*S({D}%<~XzK`88El<om!PN0k@=eksB`2%U*k`g
z(h)&ac8kNRlQq@LpCVr!6qczPkFS~hGi(~PQszw4o5^ClaRpL#%|+1#`<k)>G{7Ka
zcE>_17`(z>nI@?z0SqyQ(&qq5a9(l&wTBrbS-tG2dK6c_&W_5m9Pk|GMfS2SMOsRY
zk_3p~fR{;*M+B8lGjz02oEjP4Q>QY>Q>!&Y85|S-o^P#kN^dhDlGH=_<;P38a=BNv
z>b403fUvZg6w0`EAUwizfKuY4*6#65tt>{{(}>H!_1QBx=FZ@il0Z3)H~KEd*ZJZb
zGb+1WF{?mULCv2}P-+2&JdnFL7}n&bvoJISID!gu1bj5?@;n_%HCK>YUEYR8w0l(s
z0v<-|UWHmc;DGP!Fv#K}pF&O97PT&!AX?VI=n8kF0T(Y~^mbp*@lfduD!Rut08ubi
z=IhWqfguK@VHwUP`y|+jO2cCf_y7t4xxY#rHt=ax;EmOL2$r<kQ=@DXw^fa`PJkL2
z74+6S>qu2W7<ei+vhfbs@<fgy_xZ(4ASDpE<cY7>+tvz8(Hshn#9Q{5L!BY4;fP|6
z1723CJ!`D=zv!94CWyaCwd_KHXf<)nwM#32btSNYpRa)xD+svmXg|pewEdHDfZNzi
zgKg}j>yx5lpL?O!9QCFRKr@waORkLn9L2?N+I5r54`nGAxcApz`}YUm?zr*M^LJCS
zvfg~HW9M_56x%+7zxnF+{1-t#1G~_%b6dCHvpd%#;v?2oBL8KaBg{^z#e<n_5pIzh
zmlhri^27ZNnWwguRlbwG=S?w!lnh&bjS`-Fto;<xmJNE!{g@m5(PTJ=m3yV>hr7Ek
z?3#Z5+Iji)-dH}RwGX{*9~@vswO@eiEri3ze*50_>}P*_?Uj=<nyd6r5c_dcED7_;
zZ@Dmj**E9me}c3$aG~zecT1gbm6g1?<Mt0dXSZE&l2|vt`uv>$3wED!3iiT#54LCS
zR6fjBZ2wom%VED%b2fE)55z`)Ci8Cq;|)-wpKgdYWf_ct0SPmXjt_$KhKsI*z}=ox
zDZ74bzxZDBwNIP&qW*C7J;>U#bUSM=<`4^$^?O+7vic$HfabDXNgYD?NdFMSL9&*G
z#P0A)Qpx?@&^xX8xI|MPAmGwtcot{17ihSLxrky<QE=JI8E#Ot3?592hb}_KfKNtj
zbURS5^vtRB+Dee0u1ms!eQUtyt5|Ry8G}$iM!Si<sdY2-o_jJd@I&vPCqEt=alpB~
zfFUF%PqZGMvA&WQ*`S=sS7<At@x186&bx&bdC9;T3l-0#Z{XX?obu=(5Qyw;0--zm
zlVdj}u1eFou8q0NAQ^t}5oLIJ>O=%7r@kr#aBLuYz_sa}&e3hOEFjAxd<1=`MX?%)
zi8ReOgC^l2KQ^9?lAJL4N|8Bk{TvWNi3uqHUMa%V=;HYXtt>aP$~~V`N!aYoLs*?{
zz}xO!(<gB943+Nh)Ag<U@HQ`ds(PGlr)$8&H9;p<hbGs`hg{vkwn$Ht<neB5ZvX}>
zU3aKdqbLyDD7Y~l;Vn}bL1i9cna1tg?^$YHd&S$Rr8GfIx==I_9PnMn(N)~_5r{->
zf%DXD0uWlx4v<G&68Wg3n+cjFp(>?Z#UfQ4MJ%~mt#?l4%&C)cltMeLYR(_f3;=Z!
z8hs&QWRAuNQ@XL8BgwECkrjufmQzX$7LA*D)~IP~<Ql^(IHkz2)V%z{q3njmg(~2#
zPUGB&=YwOIH~{}0Xcuy$du7yyB^QoR6<3pbQxM7uPg`uU^Gfs>Rst>nLa1X3CG^e#
zAPvCC@eJ>ujND)jNMHq|S{H!-S+-MC$xq;oCo2I=^uS}B8gn%d=3%uVi!+27%+|$G
z^vly3RL+Ao;h3G&O>PXkU9FfS6L^L(h?WkmpPEOODMFbw!Iq)8xVpYW2O+1P!=$GX
z^>5^oATo*$ji&&UI+YU5mQy07WcIWWjiORpc{i`n-}$4|SGCJ^YWJqRuQq*np3j`U
zQoegs*>2i#{d3EkpFCT=<Mdwv6#Laf_m2<!x+zaK0xtqYZ{zKy9|9|<)~}?`Oq@mR
z{QJKYY{(fvaIH&ey@6!`^I6rdf!dWXHqD*;>Ck2_O>v_CPCB6oUebTPJ>l?8O!HO}
z<OBk6V}rtTH7KZSGjZ=D=#G-hnWZ0;xqsWVrT5v=e`dTp)%4|%ej_k!YrpXBO!Mgh
z@v-ms#h!ZQ?k6=n?mrWE=BFQHzS5STIsfI|UnScovQM9q&;0VwXA6~QDS%!6%L2Z>
zo1zCCH{8w@NXzY|(#w}`mrurG#1`VgveX~1`2Lye7XRnD9sfw$p8M<etr-=3!z@{W
z?Ln&ogWiMiR@a#N<|ax9&`3ByOmbJ7GYZEna4s8f@R_DYv=G%KXPe&mGb&^OMgv`U
zrwdOx>~V#M*i%bEWpog`M5&L#$pE%W$L_dFCaKC+Mf|pl9(|-{9iW(G0z8Q$^OgRg
z^#K->&I%5GA5($UT(ZtFZ|3~1!!p+5E42`^V3jIe$|4wF*AkkEZ1r<E{qTw1()}MG
zm|8a6YR>d<Vj>>`xF*=84u^3<ARbl3FyQ1d1q%!V6Iv1Wyv7@Y^#+U(1VTr}BEy`%
zA|Nv8)xbCqQ7KvPG%~X2GU~RtjMRK2rlzjCd+oC_4{NT8K^>XJ8w$jvCt#{~GWEKU
z{}6C8X+jbOBOg44OR?$(Ht`w`3%$r<b|e+Mnvq>@d2l(7Vlxu547NsBdE;5C*OX)1
ze5Trf29E#Ut~<=u^(h%m%p4YvP)C^bR<HX0dgahOK*~lqyJM2qPeu0XdgEDer4kl>
zWJU75ePt9CE(zeGgM({mcA2wW1*S>fzRceES02zfx<;zO>la<Vp*lxk6esHnse8u)
zZeV^0yh_ugNaC)Rlk5<kGb}C*8l(f8cRL*?hk&w;q-C#$;H~by6%XQ+$O5AQ;<qKO
zBgJ%bin`XC9s{r<<w;4<di4-P)Z=A9yiu#Bk(RSIA0t72%`}GxhK-g#5Lk$e)i$V2
zfTjVp$3#fBs3>ItVBKNrtj@0WAJ_qiQPa;T@%cby+H8xMMwuFOf>RS(H-wV+-1<G}
zs23GUkdY3jLmVemkhEdw>D^L2hFYUq^_X2_QZb=525wXtQ~>-3%Zxq?++dTW8IoBB
zQvI+XJ1h!P01VJ9(s)jm997wcl9uUOE<WYz28qA>X+T`r8rnG0(5rqhibBqYEkqiv
z)MZ*4+X9doZ=^Ey=1Rc72?E2@@^bR3+JOJ2G$Xsp%(cxUViHV^CP5)}7Q`Gt)~cUq
z;-M~SBYWe7X%+B>kq?B*S_baHKSqJ%Eq-?AMV))DYvg2|DuX{8DH<w(TL3t!RDi5k
z$eI$nyEV{6&8SH<TtC&ZekRerZUe@eee25}u@sSn9aaEy(uiveq~2K#xCs*D5+U>0
zpl3g!ahSAhHLr$sKMLylX(UbSU8xf2B{B*jcK@)NmMo2Ya7|66g&Fa7&Wj^}b3v!V
z<x*rS<w(nbVZ~<lk4%1)8Unx$08bvsoBR6Ey{a%3mte6WCSpseYnkQrmIa>Kn~#mc
zhs<K#0^I0W{Q=~{VXoqw^;2MazrZtXo09@`VM)r66Us<)bPu@WDhf>-$9+R25cNQk
zs@%3T2gxxqQYj!&jTK9lUnYxi>LddeuS%Qw8rL41QEkd{)lxbjfX@SVI6+P1^j`<2
z=qbxy8&HcP57Yp~<0`y&5x)|b8ZTN;B7~EhW0%LFiv}s6J4&s96$f!GgXk$4E?f}l
z*kG%2B0=ibTdgDDMPFX^9H0xmB=;7J`-GTkGFt|$CV)6^^i`gv#?$X_1OtM$F{fqy
zPtZ|V36SX-DzqA;`At;@v&cUT+R$SPs7cT?vI)z8-WWwKuR7G-f8+@1lWF(hPMrA`
zy;H4WF@5M!phrR!M!+gSHso5wwIhQ~Fv+}zEdpdRkP%>E*E>-m!grnpl(d^y-cK!n
zXa*W&s+PgbY*oybxp6q!^|UaL4pBqA!$cpE-FQhCt;&R_QH$XkDOD^VP^qT!STM^N
znPliZTc#mpDoHwOv?<!?DLEo`Jw@v-E%uQ6=9YDUkT}H~3+uEztTKD>@<r8ry-p4D
z3aC@|NjPQYWxTAf;dqCA(U&9xd{o7-8da3l4J^B<DOYV(>0yf0syQkJJjBTN_c{L3
z_m|g0|2XmVg`@A4qf;nbSn;3#J!5wtFuZ0pe*Hy~Dx*#vUJ-Gt$Jx>Sdo#JL>rYVS
z#`*5wYm;N6ekz>a%${)l<!}qLBj?v2ww&4W$+m~$-j_;q_O-t~OQIgY`82rmdFR_x
zvKPzxdNxIu6zzkP&wau&C<Oo}JNaN;8F<id=gvf`nN-!GD}nO9<mlt)KcMJyA?J^R
zwxN6(yN{<SNvJsZ<d&8lSC61xUpn@6*X+~MUu$6xJ9ce{r#zP}sd`%7bQ+XyYTNbq
zO&HRaGm%kyYOnwPX7vZRMJp{h?cVEgC;CAASLmzl=dvK@PkuKdC2b!1#kOhJ@x!lJ
zx4hc@%aa!${?(5A6T~^#OL;EGpB5jkWm;krd}RqoUf36%zHpSV@7+W4w%pt-azA1Q
ziBA^g9{cpAoG|X+|47bqymTjeAL;am+acR1O<K|uM0=Z1p&-eiRa({u(O;wc(^^Kz
zK+IcIdRK9^=wEN$-}=s9AAEXT{#^0SoKvHUN2JfLw4FYPn#>*vPxSrs`+e~bieLJ?
zgK+4DPq^mXhA9ev<B3WKqAvFD)$-dkr2Ne#>5;_mUoBn9(5Li>o=VOE%L!}ub=}Y%
z8Nmj=%wl&x&M)6`4!1jZFT$Lk5g#e=pvrl+Ryaw6m-pBilJ_~6tw7?IDC$Lt>8`;^
z8U;X3Mtw3<b>#cMJ%8X>`^of&(cpz21x?*z2}Es`iq3xu9t<k8fStT_@9DO7>Fe!<
z2m~fyhi=N2^~xN_1g4k2@_w|dvH#rGhd;I<ia+~#oBxORcd7S4H~oB@kH|qe5Bl#J
z$gv;4{|3-)FWR;HzvQrE?}lM~Qb_;x@x4D{&OXn3eCQQEDEK=7=XrGD<8RKt|H0gM
zf*ri)5b^1m&6M<9Lqz+jFq!$6Z(p4be)RtS(F-rcopH*Kbaoy6G?h!*ia{n&Fz?pf
z&atd$DYbTh&J)#giL(3P^`2j{Pdv-w+}oh`K+Cx)&HQ9eUkM4W_!ER&0tf&<C+9rO
z>F)Gd4aGSTj0E=?IL;HFQLS{C5R;>bB$JXsH4;h_LHR&SAdEee7r|VBt~kp77ybQ#
z^YP7!_^?pSMxDPYBEeFu;yIokrtzZh!|OCUvYC`UnOe_vYU`wHWloikpia3s;EdU_
z8WIu*yIY+ud)7UBmb?e#Ez>rNUG&9KRFq<Z$y%{Ev8r0O(c8`TBEcT48km&vTO%Ke
z$NAvs=CvBDY}6IN;X`e-1S$w2^8hBge|u|<CR-Xq+}pCT5(RK?f<81MuWBMvemNHK
zm13QM$s9Y?c+pv2Mbe7hc5fs)wXkt@EFJCy9_zUEx(s%pV{RmKJab0!UI0h#9nXAr
zxOR1x?#y6ED;TswX%j8=T7!>d68X@i3`R3v7u~Bcdy3i`EAl&_?=gEh%P#bxsArI^
z78pehR2@Z^%%0<NAlhu4pp{p`)<3)|<OwpY>7jL%)yzcqFKXd4Vk7bQJa$3dT<Z;$
z|Hza?HU}w9jWo#J<&8gCJY`Rmp}dG3I5$p|$Dns#ULWjW5n4gaq4nmjDfPIpv3SfB
z0XB5`05BuCILlJh8Y=H8;LJ@Xs|oT&fb1}tQAZ2{GNIuP{X`m>MrIDX$6))J8y%Wa
zT5=XaNOYR%-2;&|R%^G~5Kg1zBjupYm(t-jbDF2O15*&zp|IyAf~BgQZfydf1(h~d
zh#Dh;{d6#zWv_w}*1r}aTwtS_(Rh=ZG@{C|a^0O)Efdn6%K3K8@{7R+61SLqV;K5C
z%VAn+94OjG47LpB1Bbq(ju<foI3HoBcv&!VBkC|9A55ZH<;-{>;B&4t5{}fg`alx5
zojk}x$gZhMhAM%@yH3?QQbQlLzuoE!JY5Cnl_NTU%kCmmb~zjr-NUt5XEONrj0P+v
z>}goPrzc+EMJJO9k)(jaw1Qz0%7VuJMqo3VhUkug0ZO#UDfo&9J2*z#aIMV??kd5<
zqAB~`!z5K83Q7^?3+S3bunX7f7wI$W)esCtID!#(KSqJ>!7Fl<TF@MpE$dZ~YH2J^
zqu+cZzAnt)dk+8}ISb3^Emyr~&7`r(kI^Y>n}H1BWpW=J2L=#RxDi=ucJzpqQ|#|m
z-YZM#cU@kDfd`Rc?$(EN6`YJF6(baj6Ks&E(5cwiqpc2Ms!X+<v+y)gihpWuD1kcY
zt)F30>bWvvxL`vt)#9ybh0_|ZiHLDIYLICxCKE)^^tiyac0j-GaNLE*hiNd>egGaG
zMgnAhW|KCqKme;jhvp_BqRJ65@O&O&8Df0Y0MjF<vXM=+1f#Okyl(T|heN$3mo&_Y
z2oPH$#d|wL`GrZeLWjdXPwGfah2$I<=gaVPjrx)!f?9)z!v09WK^yP5fw={#E{wiB
z_cRJWU)f*Slt%Dk$+ZE6hGZ9+SrH2mWGSzVfOoHsbl4mb*%?k!l$x;Wo)zW*06U2q
zHz9_mI?a`;`LpXgjRrKuNA$5MTK)=l9X2asrVLE*P~7!i4Rg8GbHH8+98@r(p_^gM
zp{j5}Jx;FxCR+`MUHJlb)vDu@VZhxfMS2Z66O=Jf)hm>0OBvRUmm&-5b!{McI$%VI
z_8%C*sZoV2OGF(&2BFA;E>bupsu0Q$OtYic8kX&0e}X{y<yKt`FlufB-alDv#a(zN
zaj<nE0Txb%w2lymL2H-koHB!^FH?O>EU$r$bu$5SnM#|$q&VQ#Mb4QJPqnJ08iDDf
zaFs)4M@{p=vw{qgeIz^sx?=YoNQ$e|VA%z%1PvkDHkrMQM<v&W%5&QI4h0nkO<mCp
zMN~A$L=@0D(Y_c;DH}24aLy3|cr}681{q6g&J$)_Gf(Fna1|-W8{woDFTRP)vdloj
zbDjWwo*GtQiG_7pDxJ3F8e5BhO5VB5S_F>~V#xkf5K;0QtTsri>%vj{d?hC(H`I?;
zlVc+a$Ye+ubw9!ClIZcRNEFD<S5D9YDvgz3kD#5sM8~Vvg!x^5i{!d0FB?NOl@Mlg
zwAn~t7PJxyEF{vMWj$>XtM^vc?gkfl1w!z$n#CMt)MsSjMp7Y-!>1;>3@0!_pJ5j?
z0yF&~fU(CbyktNyB;^@}0}7Dwo}Een^ucS6N)(0Ly3ij-UmmZZ_z97}4~AWn$r*_$
zgW);0Zf*Vl6s9FW_=Yp+$iiu8)ib5X&OCi{^ZAa6mVqySZ9Td@^Y$y`yr|lAgrQ7l
z`S8JeAHMTe3R~jHUCbu4UOH$x4hGr26k_Q^zSbMDDTrOUpj~OZFwpSaHb@~#1CqSu
zd+q>qI6V2HqdAUO)-|Hnw_JUaW>`+LWkxsrc98h?x!GO2uC(21xpk&)+dr#Z;#AV>
zM-eV2sf!H}dK<eL5Mn%A?i@3-9zD~*|K_{zzS&Ls^_|;$&5~CKAGOw-4i=Na6?9|r
z!=j<d;|(9aFuH?pbrnI(^@g^v?%#);@l-UGky(*N?j>RulFR$eG_lIC+~pJ26;P95
zm;@k}Y{O2$?eR>O@5P-kpwrd;M?Q|Jo0<~j(+Q;o39fQs25E${G0EDUGf@}gyX@gG
zkOtL#BZd-lt92!`wlrIbPe*nGsj@|UN77szX-X>sY4dB8=%M;D$`bvO4rdSsT1;p|
z!`DMzymyRcoTwyZ69FXOk_r$vj>Oc#<3x_YAh_3fPjcK~&p_IzvesKCxexP^-ON6$
z9^G=b*PbENZX#P#reS(l${2?b&KyOp*+7YCwi!~p8cxX~|Kr%F<5v>Fw-4sL&4Pb<
z>q@^8D^1USY4CI|eCt+9%#O3Ez~~agbt7l13Az*ueB%x(!Jc}nYf;u#lb#gevc1&8
zS}M(EiVHAbzJwfl`xfj1=KXS18mV7z`-Y<WJwx#;3bm*B`*K`*`T_SVTjZ-p_+Lv%
ze}cBX^3v+5=Mcc7lcF0?W%E0On#n>b&t8zw8SEXisUrKQZ~&g`r=QB3>(D2*>E1Z;
zxa5Vs?;d+=+u0)R58=CR{^w-N@sn*?&u}qmlyG58#LKG%g-4@?Q$NdS=d8(&dwo;3
z%(W9K8>`GeLDAxn?oQ6)2Nyp!;W+EB?@PWiU67>t-uox$VabI`3h(28C<zu%F&{hd
z0v~T!Vx>$ckE~a4&F)h7FH8VLFYNej{6b^ckeiH+p{#Jk=C=AWcfMe8>JWOcbIlNZ
zk`cX;qXDicUjlj&#oFG$-&P&t9N&!S{}A@>aY^6p|2QfG+)PDwz&t?0q}o~{-HJm+
z%XuiL9oJ4R6K~N?Q*%R|C@NOEp{Ud*8%ixZZTCty=V6&Zaf5CI&DtU{A#pNGMAQJ~
z;P++we16~0@BTb~{{Hcw9`Sy^U$5)%ysqncU6<=D5q2M9xH!1LQDAyXhCSH&40^>m
z7<MwFz6K&M4ulATWpsl-EG@Yva@1Sg7<^NtE;V^{^G8eg`m#VTND4d$jap7kQtE`F
z(>x9CDBl^z2pGoYcNCVoGgE*qNNS2a#qA19G!K|?1yNvJtm~cV4Q@+qdc!bZx=!H}
z#FMCvVbIy^N=l0P_vP8HKI0fCF)bvVV)So)s7q*nAUa#^svm-8ptnEI^x+PqB8XMs
zebVUBR1Bat9?x$TBslfQW5fYsN>W~hA+IVeMU82-!HTM~I_TZrb162o3K3V%v&iVh
zgqd(?tL)~9@{jeU5O0lzr`3D(`BnDMMkDYkTDVAAnou3&vd1+)d{2J#xAs2~Ua5$N
zt{`10(FxYqh$HHotCx8~bw*VNd$5!OA$3t)O$b3V4mlaG;~}e?`N46m4Lu<=os7Kw
z`Pq<c&~jx*P+Q9sZRct#Vd|<dT6YTOYa?pvh|$i0U<GVvd~ouD8lR$|I}?mc)dZDh
zrgn>%VyPR2Wz0mh%OY^>3gt*>S~kmw8<LT6;yUPLHnYrQ3Ut^8!cqO)C(6_z)odII
zxRO$_P}5g0AuB^^{p9E^)pao){OaDv5ZTQhgwB`Zln8`qRmIR)W+^N&Gs4_b&LFmN
z;*B6HWE+O~g-4gvVd+sS#hh0a-f4}|K`6<>5N66o6I@g=gsbRXfeiVT=)|a4FR!}c
znn(#>D+3)7&H7-%WO^gm)*y@yPfMkBC(40Gq~(N^1iqE|)i>Wy64QR=Mn9b1@h1NA
zhv6{y_&V&)Gx*d?)q%(I&u#D8slIx5Yxk*$risfQXSZNIh2K^li9^5KQ<oz4-iX+D
zm7K`UUfnG&+4jBf5Ow@_%ElvSJo)=~eO~);T}^+z8@4@abNhpf+dkU#?bT2IanQTH
zW7CmW%60~P_IlZ-yp&&mje3ygwv-rdzVi0@g1@#s-g0&wH}61s?ymf%xUaGieo(&`
z|MJAE;?oYu((j7)KN5ahCKtY2|6b#kUGE57G#-C6F1ZSu<ab(mQ*&|LoB1%{kp1nk
zt8O392+w}A8yh|%8u$dS8~p3|#^<Z=j()mFv|k*Zt8wt*n8GyJd`atQtVi8a9X7wN
zB@Gv2pCO5!!-UeFL<!sMjU$B5cWy@*4KbW_1+Az2XejMuZ&M=HXnBMj0ITRI>>GaB
z<sJ<S)bMx`$~;vH9~#fZRqE%5>^?ovc3<`&v<}bAP&$7|(Ah}gG^oKfk1eULt80lw
z-kkGkg~fpxl7`vx6!<JX$JrGOFC~Y1@rT$gwK!*%4GGpS1&MOBv|L*iO;=r0&cR?F
zihU|4!8&Og6ohu)d9aBMjoPXDAkfOCXl|%)-3|&D&iTYN8IFwgxigRk>Wx_q@_L*~
zEAq+Z2Lx6wRWFxN;t0TI=#<H=_$Av|+-wmLE=vnDjXn_`mPDHzs%eKX!iy<+p(ILP
zB`z1O!)LAQQDkK)l=pGI45{DhzIz0|V2s^nUJm5D@2(*YWS8)&QtN%=wMHGi#yit1
zHL%nupy8Oq^)1g=oTE+nl%i$Y0I#_+-`EsNBCW@a9#-WyRWTGiN|vQ2Gexu1F+oFx
z`Y146Lr4uKuX!RqIv9SekkK|5A)lrw$KXt+rE!VRb%(~w2!R`(W4aMc^-XT1<yp!S
zq$s44IuG}k3^x;K^~f7?_FQ=?gdTL!m%yAUMYxB@NlWD7R+JW}2&(aw|HV?)`HP>S
z_KR_phT2yhfqu{md4s;V2b7cG?pQ`0sd>`CYP(jzD@+`LzZF`n#hk4d^1&e)o5PDO
zcq^H#^~hUiqhRLnK6AE!hkJ|qcv8REqJ^f+3~SJ!W6O`+&h`h^F(XL>dQLEXb}2Kz
z-ygMLt!jq%H+Pq`&UzCEGAeUPVlRujZY(?0%Y#QrS2rq&<Ob_l9hto#u!ea{5Ts?y
zVirU33@QXxiQN<+aOvEd@RQ<GMsl#*iD*VFK8wdmr;X9W;Drv5B4y1+a2o&}2nOc-
zTZUouNiL=%*d34zn)x;1v2Jw)QM+g3)fQ}0!JWmJPKNAxYn=xk({uBp#fZ6AyFnK(
z@%1EiYP(QTyc(=$h|hC<3$gI@N0j^lf19p~MRQhqh9s7F1ZR^e0^jfi*51@SFj5Qy
z1&QF|Rt#h|HawHi6<Q8p3xfnz44XRHonsTRrQwwJ1(&e*h$SF}z?Ou$!7WY+60Mje
zk+%ne_UM|-=s2=u9*^o%AzHbAd9|IOWa*!9ET=ISX9&`|nA%LZy0Bm=GYO<V62QbV
z8bC`ZYd`^*s>Bn}3&JzWo@NnP03tdv7@=SgmhEM(e0`rv6YWn>h}G5gvT)q|FsctU
z1EQiR`P3XiGj{60V0k*Uk{z`)2YPTP@r5Whs8`NL@(kUVTB7;2^w8`irfM{u$r_uh
z^{6o5OT*(eOlFou(nzwzym9!*rDrc5?B99*`1Qnx8+zlxx+jTce7f<=y$IOrBNIv6
zJAKQ`;36JjFqViSJQQmTNbX2{U4W9}sW^q}dP{TuyS=|f8Ea#Y6TbPj@eJYnZ@zEQ
zAG@6TuotzoKi)GYWjZkb^2fXGx{ccR9^CWB-M4-|@=9fE&@UnT?Vfng<FAj#?Y(hh
zzhV6wFMo2Ne{uhB(La~mj^BAZ6|6oS+1t@~8hPr~O@wftz<U>-9Dmtx;fs!tmI+Ag
z{r#lfna{TFJ-uPawO97M?;l^Z;h*H&oNtp(o}T{jpXDFDo%9T&Ce4S|M5=3aDiXyL
z|4e5+j-t@1`p|ObLfZM?UVZ<$pZ*Yk_Tj|qW0~9iFYirgfq86w)$>{3lP~^Ld3w{)
z;GjzvE1M0Q9<{!=wfoAK>kFU%KGY3cgBZfr;C-`Ra3`N(f6<ovN8x8MMi^7kDrvN*
z-Jt2DC;QC3GKwA^%lg2b4hd3~*-MmD#QD%9$QXL44RmwZYe*u_+uNh;84{ya8kphe
z$Y)EC<QeMOIe1N_;Y2F^i6YU4cJ^SdA|w#yBwygh#!u?W)Er6e28%~Hf^RPoQ>5&L
zo_Npjq~!%+2r0IbfPR>DG$8>%Exsv8=Z^KL4}|JU#v>L;TK5v!9I!AjyAns6FX}as
z&F#TH)B5gNC|_zEL*W~rpN($uY{m|26m?kJ3giK2Daxamh=#g(3`H$q5b>mbkZ9oz
zme0_M6h#umUMibZ4Y$?H%ZA!P0gaO}lOP#$+GzzFD0*Zcc|NwV*aa)y9vEy-fhEll
zdLNGxs$}v~(-aNYt2xH7y_cdvwbg5!$WfBW3pJqd!t`XhQEXt^GGe?ijgn$l+2{oW
zXrjL|HkC2FgwgluoK`{Q1J|U9A|u{tc5x8ss9>DOY-Pe+Z8S}c#AnBfOQNuzz7Rp<
zi>dTZb#v4T#9PM%nUE5kUPp6cD>ytf`z8i+4;B$#S<*0>4d%DACL^^|*$Ms&qKZDc
zY=T4$qo|mH$Me+^gc6&WHWzR6*bF<Cm6%e^t~kk33oKDl&BD9EzBQpq$0$a9naRVE
zT7(6ARUxUM<)2e2!q3%J5pbPY2G(bw3Yr%Z5mK;m%af9KPwm~^d9m&7XFZc0my)qB
z1%i@t_Y?dJ=;4ODZre9@{`$Lj#J?$N(T_iy&hHsH|NYLUObAx_NR7aYAL+l^*3<mq
zNbOq(&u$(2!fm>$=Pw@Uvg&{46{g^I>lA|8e93cP<7Bszf1$Ih{p73<zWj;r1`_=K
z#b^Ca?9Du|^wzxmUERw)8uf>dF8`%IcH#Wp@S7=*ihghPgj7M}gLaaWA(t-IHl9by
zo;e74>x+LpJp6judi$O||32Hj<=%@YH2Kf&{R3<^N5r-Kw6O`YGak>YN{MQnSa<MW
zw~igm@9yi~>;L9~w@*dw4UhSv@%aZ)>_09)%iNx{D?WaV@$K(d#!uz^wXE*hu=i8$
zj?<r|ocjK@*NK)h&*kOqe|_xbN_D|5*@O=(#7h<)9ms19;y(Xu+1o)IVLwl9?brZm
zqJs%wc{n56;vZh>8NhD|gW&RJaAl46wci~@k_J~G7t$u&D1MdVw#oYFDTZumCi_^b
zRa2(roP{dg8qI##<RHsf9k&-2`%fITTc8MBH(4!$=|iX;_0@)aX?FP>Q^le8FJMcI
zgEtbk`>q?z20b7Hu4Y0w@g{-Es^Tjtbs_jNbrDh>KbB$Ckg6b3*@LcjOjBZ(_iuJo
zc%-JF^Ar|61a>c^0`hT?T`xyC9f67jr6JGaYO|F}5$v`f^~)Y4yaadD=MKe#<GKJJ
z%cSOR_pz5yqol@O6PhjI-l0aB8qQ2rI+dk|^RkrMub8c5;78;>l^`m%yZWPIJpls*
z;#clRCq@ApX~ngv^uqLN5$G~bF`Ib-h4GDIIbTB2P3kK(1(LC*3~SwRl#nD~T1cm`
zE>J)kbQLwqJpzN~3L|9NLhlC)L`%2_+9T*%@PqlvXiJcxN-A}pJW?mivPnjX+FGnu
ztj&Qkhy6p7GLp%ZLa+8EHO4NOqNHZH-B==8A*Ex^A*f8#QVNapu-14_3Z#wZcC&V4
z909Hecy0&DIvav76uYN_h3@XO6$sX+{h`z|s;!Hy38=@m4NP)sIgY$+lFpD@4`+d#
zo76Z+M<PShk{*YZM$?LgcLw(bRQK7-9x{!ZAx!1>3%q&(rpaqERWXqWI!MH=U~bTM
zFQ!rh2;QRV7(-ulfDZ7Kp|0PS<(eWwoqRD0DZB&EOKA?oWLB2=h0^kxTRAo4?Jq9_
zADN}|^2DYz^vs0fe4(fSzU;x7)bu(G%*RWYE?Y8TLW=yGQTk)7J?2)9Dt|H|ZEVAH
z1gLGZ-2hG37G@RPB$R4s`tC_2asc!A27K7VILYe;$c5lf_CoTiVpFumXp<dDsJLBQ
z?4hUBFdCHiRbWWQa2ueN%MwaB$+pm}RCXY=G8gLXpvRb7VWH7kC7{u7v0;I24!W3;
z1(-1T0ddtXe4CW7OcjTf9{wWM6XNEtQlv-?*2cgBa~(yZU}GoUBe9syhn^-fG_x>m
zDQXza5sxL;Zm7c<M46F|libCr=$7J5F*3U@4`hJmyi7MB4EN$@Yn`|%X$WqTGz$rR
zVj&q;?g_dQeNQkMR1}(IsJxkr3O`1JOfi%;g^Q<doDcKlFgR{b2oYzcq6o)3W#uw6
zMlUe+jiv2A=^h@6t?Vq%rZChJ&Q5`EwCqkpkJPP=Qvnuzg)z}lO=&ojRnp+{nqdfA
zNDu?m%MnOJBjSq4F!-1ouLU0@^N!O<ynQl5VRNb6IndVANIR};l*)=jVA=ST7#GZZ
zbIEyem@t^hEa(*@;)!iP6gyJ`859F5q!hvKuLGMR!7(p+SgP_Vu8~AqX3|Whp{96_
zdUU}$n;a53Cf*pwM2yJ`?q*nr#2f@tq8-dA3G*^yekqsK<6<7VdwG(Pm@e%=0Zw7n
zg{9GBK&NjujA??(bGHY>Zd!e#X+1V0#rn&5dBw$^4AcT{d7=~{b(^Bdl>{ZVpz*~!
zzMg6x&SdVFGc91{Ff#$c9mN$z`3L<t=3DBerykK8mgUv>IqxfWpT8pb{KlmqB^|1z
zg~5xe4S;&qXzu<K5uG29Dyge)9h<_DnnkeK@(lSN9J~*6HyLvgF%>xj4U!)jE2s(s
zWB%v#-3Wf;ZK%I_97acj+4yNoJhorS{J#{#L*Wc$bnIMq9CA6ESpv5ZyEf`sgh3ZY
zMheN`SOQT48A?}VIISlw!+-~oyr(KN%{G=Wo0jT}5TH8i9tx}Zii&EIK1b1n7^Vny
z@w1;^V8u64Q{?RkDjdtK=YZ}68D4V3_nK~^XrYTbQq&Z!+o1_dBYDU<@`_%i{0C=P
z8pr_wYmKiVz>yDzw9<kVNUqFKF%i4n*F7;SW2#tJ(KYtGu71g@k_}C_1@&SsDdoo@
zUH~6|JzDOiFg7kBp@m0%Ov~~D5#QE)A3^8}0sYZlf{8GuOkV3%&-3R6a0Dj5r2L@(
z2F;``;(`8CsibivjecBESz8lIpR_qomIiKctAfqZ2Ym#5EEqYFR;m~^-J?+2_8-`_
z-ShOme&?T**0-M9N$kg84tnKTta2<9S}&^v-Kvu<k;JZXw+V_v4+a7vdwK14+MkH2
zUt<S*|5*I7C~0n)UG?zgk3V+-JGaSUWI)KTZ|8i{%)5RzxhPow(N4|oQ<w2uUV&$x
z#<!nIoym-7cfLa!qYWh6r14QoaYBZ<t@}gD`O_JD@4nE9cx~_XyZYw>+D{33zQMcS
zhn5;;_&~|Ub=&5D72x<=*YEtT?9nHA&MkXJzdiNxW_*(4Tf$id^O?%LOGW>VYzr#s
z{^aNNFLYl<Upk+%XD92`m)?bsefWA+=!^Bx({b$K7xRlg>WBVgKkMZ0t?4^{dFJGc
zJ5f%J?&F&C8*9&t*^uGrqxF0DH+3}aJ=5Yfv^TjaehAAB2RUmQ_LSk>bz64se}DbG
zJ+#A@19zNRT)K4WrO$fmvs)KOHb{l0522V(y>_mLehfCTPD9ZJ4JY4!ge>TI@#ll?
zAHCvtwJe3o|19-*ir@A})NuI6y|eysjh?x4N5+P3XjPo2Cj>-mVzn}yX}+=kyY%sQ
zu6);bcf)~h)6WzC-nCbh|HF}v*K4bKZstrMg=}<#cF4$QjQc3L<&y>HulL_cPHcI-
zGHW7Bniw80NI_x~n*a0$Ys<Qu;Oy~O(qKuTM-W(llH7jI+~ZZUguFSFCS~J_>LrAV
z3t{wbo6`4M0<ta~+LD>#Pf;kLZPtfP49OT^!{jmQqln8l!0yJjE+olp;WluKG5%p`
zX&S#`lIB=yqGJOzz1SbU(32(&92(*Tvc<R}w!hOMXewtkoD1~LvS4*n<ve>f#Rshm
zP&(f+HsKToIUiIF$zgGId?^hq{G@iyWEI9!d*GmrG+{_tR2QI-!$I#l{RviY5^1~a
z$#tq`VHC<EI3jujYyvU|=0DEi+-b8}g$09h_!F6$Wbmc5qpPw&J?=MOO8#7Vg4=0o
zFG#>PQIV)YH5d-;7txdr5zbMn!@|N-WR4)SE4Xr=I6&{#KNIMKB*<bjD&&>&vS>e0
zvy&E#hGEl+k<D1JhZCd-IAGTEu!<>um>hmAn&)4WSmL};t_b{rbs5g2MYT;32;Euj
zUJeWaexy<38RD(QgXvD?##l;03&I4&pc?P*36kf=xCnVJoh%j-4*}axP1Ji#0hr-f
z6R)w%FdKCI@vNYE^7eIgfOpF``N7$i=m33C7m6HZPgBDf03&qP+2eVdoOBg4zdg|5
z)@dY$B&$r_AV;vTzD}LxSsf$V*Jc@$gB_3Zu~HtPCoxSP9*3nuE1RjTX_2NIUR4yD
zYEen!TN2fH&`MkDp`URROXM<j+Yd!*kK!6yzNpmR<fV*=3a43oL%g!7sqVxZHWjlK
zEWSd)JFytR+G-o}!%AA17Bse?f2^P#%}HePs4-HV9|UgEX)V+s(L2if7-XnBjWwX8
zIM!8}3H`87cOP#Dd)dj9YJWvuCcO*ot4!f8-5D%FHYLv;V~ov^LnB9-CX#PD(+DF0
zROpKnRd9m-48?ov9qEYeGn5%fkcHddb}^6Md5Y)nFIGZ~ePA>(bV->BO<Wqn#a!%x
zpjvBis4?nvRCRA&tFhZk^1#)GB*EfwldXh|SOk)zs&8_ap3(zvMeEf@fw8tD@I}|T
zux#&z9)?cC6!=mI0e%TnbP3$L9f1UuOpl{;NoBn8q_Wv{jYMr|iruFsi*5Hm-8wd@
zbQ`04^ol8|`Hg7h&C+qtfQi`52q_2L2Z>KTGROM8Z>AhfNst?ZvwfCvJr1(a?y$*V
zwvb3X!&3v5)XyiDjAr@yr~pZfA+D=N&r(om@*K3eXJ>s&A!9haJe3i}tD@(3pkm=U
zMvam#uQ=C@a;Hcg!pFXqSh@(YBRDj1a$TdFic=CCU6@Hki<^pE{t)>Qq@NE&!VX}=
z!-z5S%sP8j(sR;AZNXyt&^+$Q4PRv?Z6<k)2N;ZPliZd_2wwn+&R8c?a}+c`NOK@g
z#Hm|woH3G63!RdXe^&FT_rwHWD0_-Ae<Z9H*|xwV`U}?8x`z|;j5m#%iZd&aH>HUw
z)T>8*o4ee-W+<tAp+{#;Ne$rIdX6Cp1W3Hyq?Km?tzf0siCq^E7^ajnr>ZLQ5IurL
zDooAw?xi8+rf|5}mDk!tL^i=nvB)6RW8@sk6`UYP#KB8vp}Jv-W)R_Fgr=27`xW&T
z+=Epz*j>b^59lCFQn>WXb5m~S-du7}ZL2*#2Gk$C4c6uceGisPtSQ|K)0S$7&;c^m
zJIFt0$`h=ZKfI(3oHBQYj;xtTT?+7-!wsYZ@-RCzc^I2P!ySu5H*1;6I)5kiPQO@q
zuZPs#rzI4HB_u+kusVIGNyo!_IW250s&765OzZLWoJ%YT!v(p#YM_jnOQ4eE3AaM3
z{e$%V60mNEUMeQeLrfD9!auT#0xJgex)d;j%N37k3acC^bqQoRLm2FV4dLIuqz$sp
zQnw*-XcWmij$1|D(>j_&gG|N`M<H|)Zf~(YH4&QUl>wObTkp(-5G-7~YmC%{4XRC2
z1dlLc?EbOIUOH<m)`DzC2IPeyjG^~AN(Q%yYN{#1)@}C`lAQD*jb#qfR);MKx+qcW
zbJ$Q$zP9(d%9{ojM_<56$}_)auS3O#hnFjh@FhqrIG5n!g<!XZIqE6rd{|sqSmaEJ
z!Z#VspHCbwO-QM;vAeTSoz+pJk?4oA;(+D_`z!<!JQ1E%Mc)2mMjbi?bde2XI+|Nm
z-dTAWUaSs_eG(NVMc$Z8L088@Ww_GjhAB9-tgRR97g(aO19<kQ3;0x^yWg$8{WrL@
zXrnPo=Hzhyq@txRXY;T&gT#%h#wTQP8^;3Zq&hJ0OP!QM<TeLx2ncOD|H8YU{c$>F
zN5NM$<v!>0f2l?3UV1NKSV9bB1fal#Bfc!0pr|%?%L7Tje)i9(Prm<d`q7T(<G;z=
z`TnJ{XM78xJvYx7HvraJ;4kpy;U>2_bI)9I2!7IBe>VE^_axkdxHr~SZj^tp`Gu6+
z{=3Jao4#8A(}sOjrXNHfDR&)*_$4GG$DRoN;ZvS7sZy&lof|@LEW7u~CR*A7?4^$1
zukT82T=Kqf{&3-i*0*utUOY`BywOZ1@`OUb&!;F2l^eg`dUI?8qQ!HV*C4}%WF{?p
zwe^NhBKW95FLxq3AW6Vb`4H<NY4@FW1#^M~(RnZns<|}`DF}0{{u4LcY9h^{#kyn-
zjMnWVf?B6#X|Y(Ay7IwpGL(+PDw*8Hvaxk{w6(=hNNgHKPV0$`v9LXAL-rZS)T>R1
zD1sQwqfde=Gg@L3-R%Bq=VXF8u#T$*yGw@0WbrcmoGyviJON88Z8h}*{&0+9$w)!=
z$xCIVxrDhvSc<<Nm@!83mox``v%}X-92KOZ^)KPmP2+n;p+iwim|uJ1XQ(U?CU{u2
z3L|dDlh{up%|D;TYw`@>u}Q8U`H~nLe#u1kW2N00l(LsDWDGY4i6sG+Ml-}D$SaQC
z0GY`WhDOeNR%H~l$zVx7h7d0ZmH~AzhpCjgYdRVYNkVC3lV}U!WI|Y$Z;>CPC6Qtw
znyb;<V=Dd>y7o052CF2I=c$YAc!}iy8H$brL(ySulZ(LSwwN*VwO0G&J;x{V+4O%>
zZymkG^37O*EKcXlKjs6-o0c9{1pO%gU^Cb<cEeeUszbFIa6#Pl<n~Du64w>rW$Yh?
zw^Jxr%RFvf>*@RB;OCVs%b(}pIq>L})6b-vjp6t1?m2kq@#fsamJhCPv&WB?_!@fb
zZw@wIIT^71M$0yp_1Z#R@>|>h#@+RYsgAF?VOU6<n2$+5;yfeXw*h~gR=WKyeoEH&
zo24B$TF(69-g4%HOS?g)7U~;6P?^LKPKy5AGCsnno*GQ29DDqlzVy3)4QR8vo^(G>
zOCRickS~4sr*}lRZ}%4H`CQQF<x4xx(KD+O(^VCANjOAm35@wB47LxnK1+uI;e}%0
zi^iWQ-7vPCdJiINM6Uqcoa3z=t6hHDWgRSNTjT)Rqtw-^5r3}Lkc9!t1?!HgN`VB#
zl9Pku<gMeqe@5C~H)@|Gbz>fwZ-!DzwS8*#TzGZ{qX~B$mKjz|G34NVBinw2MMf8g
zEk3#BY;2ahSc}q1t*j$ZP!lU35REV0a$sgoFrRa^R%0+S{S!r|oA%`FNr*Fw4YESR
z6$8{ywWqYY$GxoIgKx7+<j+~AC5j0wBytui9L**K`lfo7p>*ks_-gJ*98aM&l}|ZX
z6K4&fAhCu|{OzS5tqm8&z=oG=BbCcLa)<A(&lsA6n+F&sjmYPLx7%_t+{J6LmsUOz
zZ4ycD9bJKZ8*|2GYV@Z<;^BRG&O}xP==WFoEVd2FJUya@No;FXs`2mVU>w^b$G0wL
zq=RWH--M^76?Mwt_VFbV=vAl+NOn;#kT`PJi{?RSVrXgQUxhw*TB(bIFEux<-!HxC
z^1fE$++&1WnT679FPlU>8;8awjpef&U!3G3>j)@Hf_TWNc{0VaUN2@Q<hpTGW+#!_
zbsZ^4V(ZyX6BzTne%A_wH+pygI3Vd*!=PcUbMs26LpKbyKX4hWzH}YuXzYAO(201X
z=<%s4;w=m~wWX*L^!(OkTBR-W61!jAz9e^BwBA|(;=!7iT<`*1t%)2TjSLq^{g@1&
zR$!LXb{QYq|8QIYGvW?ib6v8q?Stg^4U1!m>N?Q(A#WjcMh^Q6bn(@#Rq=8e>*_Y2
zbfz{SH)vr6Qtu4IQIgC*g3V3B8t7H)^#wL|8YQ6b&aH`Ef!Mwh-sy2xJ+z+{Q`3Nk
zjvPB&;PW5S=0W3>@B?N_X5(C<)^+T@nK&sB7ZQ9}<A-mLI_ESAbkb?h#ubQs5j@)*
zNwSymB&%Y*0+~8zc3**<2h(vKZ!*RbQf5e7*N}sk+FS%QyRZGGJM6xhCkZJx=phJB
zaukfH-i)U=(w|D!3S?n7$gwO?&)Y$gQZrsD7qz2-z(3i9oqoP!W8?V%7r%Dc@4%h1
zy=RVY->!6GTiw?9x*K;ut6;e?98X)U6LtkOe4aRV^r6q-3p*0hf<B>+4|qBxC&I3@
zwiX>hkf--5s#Skr(%-#s@6Migvflh8=eYZ|<HBkF-prVuhMV?(r&Y)kedf;+qThSu
z{ciD<zNnOsMmC>2hd-bGxvTYs^mChB1$vr#`-$O%SJ}_L{Y$Cv=T|)zr+l1*mv62>
z4%eHXKWTbz{%c1N!?b*E)MwUqd-H4W79@s!`|gW(_7zSaKmY7=m-b#;|8ol@$B#a`
zJ>Fweo|jox(zc`cdf&mf%)2%uX*zOFbyi*V6q;UGI;L;iNm$w$2RW9zxTJi+??A_?
z{V99)0HwT~aM~{=^2g2i;XS<AEHeg3Jum?O@LY;?zUB>bFSf5qn1STL!w-DGk*8%i
zT*WO{9sf&f(H@F=ZIrVpfL+hi<ekjH1xZL_Y>mGR_vEQmFm)=|`fzWocCnudu0KhT
zylNWmMS{EAV-lI2VMIRF_B9^W179SprA^Pt8(g>;#pV<~sh+CyfYHe$E1z%DDGh${
zdLRP8u=+UehGeqlMCV=fkN(imbfy}AAQ7N2_3tD?v4fTBGk4w6W^L}t60M<6Z!>tk
zT)$LPAK;G^NCr}AtPvO~fVK$FpnpXje{#z;x}$&msW7KIZZS-C)M$+9Q-e2a?l)f=
z3|K&l4^^fRa@^E2JN~Ef##}G>rC{z8jpz|Khk8waqBt09bdmU2&@hj}8|oBwV?(YV
zV(pVm)zK)y@~2Zv1i){fk63}+W$%*8%#Iu}Z>~rLR1<us7wh4<UYB7})OgdT_9!qD
zqSrDI8Lh!|LMFZhlFhWlbQE^zD|(wEw85TYcNnEPusDA4iPD2=%khXUSOyOLM>-P)
zI2^3&j|Bk@xB#HLtW=gIuWj&V*>H>VwhnVKj5Qs#wf8?n^kH#~nagoC_Z0cX2UY1*
zZ3BErMoF_i57m1#>Y~&1zP8RaGz;ViwVX-773i~xfDB|i?y_Df%wlCxgwEt`gINF(
zkPZ#TQSYrO2eakUW=#)_A+NYbkA^P>FoL72B2Ai{=H6|Xbf!+7ix96s6s}e+#8^I7
zZ{xPzvyb-!#rmqsxB|Hh`x4z~{*=<XFj=ssS^a>Pe~x184{$HmEbC9=x|-o|<kC5J
z1`J+CF)LOe;LhQ$55vGMfn#&NG-!jfx*o1Tz_GzAHrNj@it@W0ABGZRF3vu;h8P^5
zL}OdRnT`^OC5Yo?z@2R9!JG6LbUlhxUyXZe>h6)jGhXlq?_TeGEi4;Iz<LuWU!)d-
zH}FzflH9S+xxR#z7ko;|7s(RWlDXq^)Z4^mu$3MJcDWBxJ&AZ7Z7Q2#;`KO+Q-Blz
z^`X>#?)sA3W;%SND>l8-=f5n1Uxa3NZbc{6vdEB_#$h+tydH@$MiOL*>D6HRRBrRJ
zH274it0uC3%<x}dLtKHJ;0hh8=`s!I*7=|a&kO4Fxp<{8$+g*!UZ7t-TmZ}g_c6B}
z^K;;TSw+j7^Ks=q7W>MB70CYbc&9cnEG(4fD0kKcvr<dFBS@6CA7Z`uygp-;Jn*+w
znF4~g&ZpP)(&C`j`5v&T$5M#TtqLJ^`J{}skTEhzGnErc$<B+<tmP9Xt@xwmf||mx
z41dQ1acj(^oW&lGB+E7Uj1tLH<MzG|R8>!$0BS0AeM!AiQ0!#te_b_iWFOZzMEtOe
zdVaV8z&Gi=Qnp`~#cwT4(gpA5?@xrfVa_7Q6jnIyL}p>Usty`tRu7NI)iA<Jr;bb;
z1n$(i+n@^N`f_IVp=zSD7>IVcicDSDji%aJBMZF+jxCv~t|n678u&*v6s43=({55s
z(D+gE;YZE$M7YY8G)SHjf;&Ii)8sTQe?VRAuB5O|#7{pKkimSUIE-uSG|P1>1wPqo
zyt$T8TbG1gc(4orkAn9#6_O*v800pqG|^zuuUgPmIV0!}FZKZ~GR(%h==cHv6WR;o
zG55VNPSrFEZ*mlfDh3i#*D}+G$%2{`MP^~fM6z9>*H<;8{S^-REL~NH{`)DwNS@_7
z5!+-DYE}RaTY0i;)$gdtByeGzA+>f<M#<c|BW6-%TJu}Z1cG7J3$SC9pfmiLh=-0E
zZ<>42q$7Eb<Plw*WFIdRM~py*>cB<IqA`vwjIpESRWAWpNDt2r0v~#K#Lj$Urp&~J
z6s-9iZoVr+ffz%u`_L4y|0z3xdk+cz|6qxlPbs+Nap&IC7q3zQvp+~P*wn^o9FPXe
z3M31_#3|M;E7y6;#I`$aYuvg#R}DsPrZz~~kQ&y-Pii1aZH~5(7}JpjmZjVQkhIJI
zm0RKx6kof(i~;;f=^x?cX(j&c7+^qw5PwxqEq8q}gU$bxQw7%+`>%x-Z`c$WrJ#jt
z0@v-HBBPwi1f`4H5%t<5VTrV3w8q@v_Wqkf$2MF6F#Pho0!Kk6R_f*oBm!AO16fM~
zD0`Xa9!FjJnm^57SYGo{qHs`TL1M1vpXN5A!J0K_$N9M99?#&BP=9|omL2myY=W24
zQ#8#I2pwCTU6Uri(p7N`Uf$79wRPq;41tv1!;d;;_k$d3_*3F~`unHsAHVd|3s}P0
z@2XqQz~@8%#S(;|p7<UJyI8~BSO1{k-O2}-rf=)3H?c;)+G#nvb9?gU<bx?ETVoC#
zdgi@NZ~U}j=OZ%4I<T+`xBU5`1<UVCfPLp*zg9PkZ%Sl1BY!!{c<05>N<OZ?)N|U!
zc;V7E$$M_}h1c2+%j#48-nvkD(&ym(mP5?U^7yK3;#gqel5*EcSKsY@C9nQxeDJ!n
z<cE7|t>u+>HoS70w0rFG$q`=5h<T|N%p|$na`tXB_B$l-VSo>Cm{yNDO6h;^mo0~n
zT|DrQqk<hXWa!ynPYX`9;x0e?=8fIm+&}j|kD#Dcfia&f>J^VZZTb2w;qs$5Tv?Y7
zw#DB3SL0cy=IrC|Hr#-1A5Gu+&Cb1rImQ<O<nLv3LE&!rC}w%|;CH|MXZ+#^by(Fx
zj!QovZ7C0ff|ucDM+-8GU8tI5l6>1!AOfTur?<IUsX&9B3zUMsq&q6ICwHbX8n`Pd
z2t%emWS!M8y|=Cv#Rl1x#exLT2#oA@+KR(TJ@~|hSZ_)hw_pDi3&?@@GBuAiAvv#W
z9HBNi_%)tk>19bk?^p}Fg(TL<(h^VzFj(EyyVgUNkZk)=(0onn4lF!38{yjH%<{DH
zJQ{PKItB1k%?p>diL@BoyQ2)VZZ;n1FhpgE&d1n<BWh`ZBaamq9vZ!t;rk#VnHMym
zOh9!{`uMWqjwar36)=X~X;BM2G`{E-^>1L}uVitji@7{U9x9{~#{83Y-5`Lm=58Ci
zMAOH7N<D19`7v7?<!i>{FUiWYSy!Sl9ECVI1teF^C_!77rKQ{u8ZlK3UfdrjYBY%M
zdYxOlfhjjl3WVxbU2J=qr1dxRf`hfIvKgc|2Icrx9$E0^TBjzw7e=6VPae(07le5J
z(kS%=(TtKnN!Ki!f$5WzJ$W72Iv)7NVdpcmkxS^=#OI#c@>MKxqKIlM%w^T9%$M=9
zLbo+7#Uy&RTw)HzQIMg>jwO~NFr{-u0ZZG5fk!`u4Jy~>;7HMQkre>Q`<T1R2!#;X
zM3~zM3Uz%2vdaMq%hJ0gG1n?hYlN@p82zLhgxfWwnjy`RLqd|Bpy7}sU{B$YqQB9}
z$KnxxW2AHI<WW{b8pO`G^U4br4Y%I?tVeV8&Nnruh8gE<N<l^ZCcxP0QD5u(=BJsL
zH*Jr@^K1X-Dfa&Se`AW1t1(4gUeC_Q#*~X4$)0gLzukN=_SWkMejmB`JoIwXLV14G
zTYY=n{eB{}%`i4oULf4rN4P9^KX71g2bXbHQB6M8bE;*1Zult=(Yt?4^oMAM9~{c<
zINJDm`pXxZcAk1usd(%0XN`c2cJ-N~ufeALnobeUBX+*=AnDa7kMqg;*NYCk_VP2y
zM<PF3|KcOb4fhBA5u+*E%O55u&nFbs8((z)FDvk2N=~Ao_pRTx|Kr`C#zPHP4sPCc
zAms5Yht`GHL;N3qk`?^L*NKncJ<~3za@(_E)8;_`%m3K&))`iZM|#{Z+^*!)fi2;7
z^T}Xrduy;}Q_M!cw|<&8F0_oz4F2wXBdujR*YB$jvp!r$H16v;76-F#F53Ov6`|rM
zC?}$J1NkrjIaL|CK6e35KSnSAg8@U-fK|dLbHdzM!mwj$bVJmJwpUgl!h4ASOj4o4
zu&Dw=2B81qa1_~nZJlp&NZN0G3-w_sXdIzOMrh1=Dw^4>AA$i2^<GD86=Q5)&*JOF
zl(s*g1_&{W)fC-_>$V0U$E_kx0jgTCmcGBoy6b(1TSXEzRgU?S<qB0{d_&i0xj|M2
z!m4Q9Dx5ii(AZpGMpcVkFUnb%e(6@=T28J;@*o*Ax^AoR_6K6W5@_4G5X2hbV9;io
z!iCdy@hx=FU^s`FGePU2Zd_Q=a_OplTu=syejror!jbt%ljCS5{75(iXve1pAJ>OL
zD-a8ah|S>7jr(BS7$Kl=jY#oWq5<$^n!7Cvnqi_uG`(z?A#y52m#4Vafu{)we}DiK
zmM`W#ft#L6n_?L2{zh)VdU62-t*EBjzizvxu*yr;uqj?;gh4SasH<0P4Op5WIQ_h6
zgeXiOXGr_h7OTi!$|eaMGrEr0k3>20^kwqKc>o6%R?#W03|KbyE)yHK0(tIjh3lL0
zxi!8gSK=X2gH6hiF^05moQ!Q>fiP+EGR)ce^v2b+SfEa8$7ZfZ9ScnWuLV#NH4~ve
zFWq(Vmo#s+T-f%`+fai&sbe4J=(YLuLh2u3M~pAgWu>!TQ4=jYRv>qz2Zvd|y!*_-
z`4UaXXCvRvd=cAx=y!6d2%&3X?N~0QsKzE!=|wm;ybw2x4XRf+Y9B8(RsbP{N9$K0
z&leW=TE0wL8U|UAn%MYII#~?2tD~miu8sC2SI5tB!}0>7Pieg*wva6RIZf#jN?7Od
zmE+sM52T-Bfs^mi{{DW+3Zyy^>MhS5PgAQiiF`C}V9w5TI)u$cZcuHq#2~VE7LR1*
zloHW*e+I+z#~yjOnzfxLT~AzP8LT5ZI%f0`1{uJb5ND^?+2@=ijFLsybIwgT5ZW1I
z_pCtJE)DBIk=6w*#L&QQ4zfndtZqqClBxL${VeOOs#Mh;Wp&O3f=uSE;PT|Vqj8lY
zTPI7?ZM^aHOU*zHq75sMh(nlVy*-Ya3;HtTJ`V_VR=Q3!(n1B<%sYQ#Y*b_KlY>B9
zbxCdpv6(sz8o@_!QL1ONCJo3Ch;NdX0Kvq<$`+S141C{h(fJ@@@ETVxcM+6o6Pz}Q
zF&#Fvv*zS7xa-x??Koutm~f;wl+5ye6kVJ<Je`68X_4G{t^;GyEPn@-Zw^;wb=KP8
zMIxpHZARU|%1~M`i%i&RGme)1_vc_tVB<>!w;p_2{SwjQM_~tIOc{oD>YSXyChW^`
z7;;{+HBn@fr66I^*5;(vtUz`qI|r!$>wXBaMVwaUIF0EBcO$lZpvBxBCi#YzE6Zt(
zAV~Oh1riOCZb{lA=lS0z5;dPYoP+j;KI*tc6|FpJ#@LE;eatVJtLG!;Q{iiUk}f;J
z)nV-M0W!u4Ee%O9Or}py4pEU<W4*pze%@8anri5zF7tB0ip|5;C_HaKqVie2yMUZZ
zP1~Ct-j(v*fsQ8HB<<u{kJ0y2^=h{^<xR;Pein02G))Yq-cGI|6sd&Z8u<RdLHR%!
zzDzQ;9(275X;i~S#eFeh#VRnClqGTnj#2@cbV^)Iv`A4NYd+}OWSOQ%>gA=27q>)m
zUL*#m-LbSp5Tkel&Xa+*iobudl)8)pmi-<`QMtkhq9c$w5jeOg?o1db>rp=Ta^r8#
zGa%k6!GT=dT9*XxE~WUek>+~J(P+7s6EH^N0nOmY0Qq#6UbuP}RL5_FEOYjVpAYys
zOc5_=FfL~6f{Jw3mFyb%%NBEn^-x^mI;xSCi`IP5Gwm|`a9B3YfGhK#iJVyo$9jZE
zs4bAZ;-GpJA1LhA1tsyUuC?{<=#Jhauh+mrBbHVZSnT#==@twKM@~jG&9`71;;?bC
z#cB{Fr`*@xv29)K;DTyO_fnF}$DZ#zAZOW-;$pvYsj)94s}u|vAkKZ047Wx#Oc7xr
zsRl@+qgb~nQURcLi8>AB4m9UbyWt^_VUFJ8q|4%6*0u;h{i~zVi3qJdo+OY_cY9V&
zQz*-<XI!V6L5;{F+_(Y(!Dqhc+diNu?qr`~g$0f#25{&{{AY?K%NBgPlw%wAOBovS
z*9+knyvwFOPVkm~cnB=1kF;qp_l~bVX6oa}{1X>`vp<yyQjGm5WlbX#3`L{s0t`n6
zooAYtK_|CUsR3+p*-bF|57quZbP0GW?U%`{bO+hXtJ$nhg4^#c88EhUz!GiG$Cf8m
z#JBZg+wUXSI=%O-0UjI!Tt*9~umy$ElzBq&WU7~fR;<YgAsbZSo>oPgX{C-H3I@Lz
z2X8o+%l1tN23IwBlCK3A<Io0wEoKy9M+ZY7g=^VXUv0lXzOAcHi@8IIlSA3{Z9PrU
zz%p#bpi{bFT77pA<x?MndjiG?lxqefRy{8~Cc<@74+X*Ttq#JZk7H}A)2l?8w5D}U
z1;r>C(cCW;!v}SRaYVe)m5a^JD4hu<3Q+P`Zff9y(6L7h#O(7>t~!-wkAraU&ZIF`
z?{DJc*ztcvG$Daa{~UHK1;6G^q0ve?)T9}_FEJCBAxl->E@Jx#-VmC3EN!e<4MZ<y
z1=2Z5CtdEYZq~0q`J@KRSYoZ3@fC<V2M;X7ujeK`*g~UEJ;&IH`5z7tbN%8k)H#->
z;L#P}wZ)C@U@-(7r7z%{LK9Ho*gC%5sv&9o@j7K@oL<Np7pbB!Hrf&o9NrRY1#;FK
z%yh1pU%e(}(b*M9#hV?m<t&W7AjSn>^W+d{kGvT#464Pa(jd<%PY$R_l8>jN#+nBv
z=tr5ctx<-~+pc4uL^R1cER0H%1L~jZD1*>JRH`wf`N732kl*LhX9@Z>O`e%FhBEsx
zX@e13!|?&eEY=WpN}{!b-p)Y#s=748cVzIunX#BGqeH*~sYZ|53Sfm+1(7YXe4WHe
zqyubZ5al#nJi6AYdCbFW!tp+f_0Yh)un<C33o}SjO<~vJof5So{pjC5y&5?0Sox~+
z#xf1BSE0l4**G}a2Z#c=AMOg|*NCR2=2c-}(%p-C*F3#M+!0-=+7hIkVp_%UKT!*8
zShA^mNl7;l{@VxYd}bmAAR+Pb$A(_lt4KIeFM8^oxQ;zmBe*>$$l47iX)EkAhu07X
z5B_XOIU-7m@wfRFjg#H*L84hoye~zfEKe+(1NZ^l`CSZV+3zpMq!PrF-CSP3$MID>
z)C$05F!01rwMk{R&4k5^jh$;7J@2&0>M>6gTEIarduZV&h*1I`k<r?US#ndc09d%_
z%9$zxU?qa91OWWsRUCT2(abc=s$>9-j%5gquW^@Du2=o*>uj3hwX9LO4Q=*^Lo&Q9
zqm;#V9}Hojd0EPwU}!Q{ZBb|OQ2trv!m6OL<hv{9)4*1@r}zulixbg##LL}PuyE=E
zwb~5y>;DI?AWoeI+X;4_%E04O@H$@z{<I(LSY^2dwM&Ef>7DzT-~ax-l{#3|`_iTh
zuOx4}nEE8C=aj3s`H$zDKHXlb-X^^8LEgw%ELdOZ5pwF~{SBL)=e6GZ{f_7tt-Wy;
zNYhIryFTB3C+69}qhEd9GBC*){rRKV=B;<{w%ln1%m@0kdT;W_HBRG|^L?J%cY01g
zvlHvf|M#JenI~29&i4eaPnv&1P^VqE+W!T!-rM!<tEUe%?umTAX(4S>_m}XVJHMpX
z_<xdgzG&nOq2ubupWuhpUcL$LFR;ggFZsqxpvYyv=%R1AsnH867h0TLz5dJO^t|tY
z;r3~$ttU3iey2~Ky!2i2E?Q#6KQ~q{K6zJ|e6^!8cU|-+?t;9Q%k}T#5y0BML{EI%
z<yCU<#pZ`B^J32zv5)@q)z*LV_>Fh3Tu<Lu9l!tTt=X{VnZ8cX;Kz{KVdCb3vxmZy
z36-x5<bM5=;L_c&Ll@vLd_1p@tIT<&ZeK#}=^gbRMR(~js*XwRHsQq`r(cixIGui_
zO=IC#<YILvH<@1B*4-|@ym_Xh@wN1qqfT|43JQNVwdVAp#igAsv`d?)|4zo%Ly_=*
zx|5{N5liWAuX0$l_a@xU-Of$r2RE1Q_<v)D+lQgjR`+r+I#11M)f&Y_timR)4o~&O
zQA4tZ$?!fach~6n<XcZ(<GX_Pe|q|lTiWz50^fPG+lqc^Hx$ekI|NOd7bFE<pDt-%
z_j7mTxjnmUH`d0EcZ}5SsE0p`U@U9uh0n&}aHb~XR(d)Z8Q8f;^?b9v@~8hq=vUQ7
zvQfleB1GZoFaj;tpFdMXL}@ms(sS&Fr+A{FJ63C7$X#a#)`*2E!>7~`Z$1_JRWvR2
z3VO4H&_l3qXMNe*iV}Qn@0c-7J6>Aen*_KTqs()FtKsZ%eXAEa5IPbLHI=MpP9@c~
zl#u;T5u_zfPerPL4|Qh@tIYt{W*7we9VXIK@MY&ZlSyqSp9HN!fM2OLno0d({)Pa+
zxr*nTNP5NE@DCB<*>(b6a3@!4i8+Ta3_6ol*`A`18A|K<63x@k0>PnI<q|MPUnYs?
zSmq3BuPbgf@Bpa#F2)KXEFY|XH;UVnW_!5SH*KXJ9na2$mhqaB=L^#x3zBh8oMAb&
zVQB$C{zc<A2sNOw+&VYuZxdO}T0MR>Qe5>Tr46FFKYz1>oB^l<<-mw@^ff)!3GIdQ
z;kuBx;Tam-2s$BY77AO$wBgf-7UZ!{VJj`)8wX(5p$%rVi`vY^O0W}TDsanG#|V+@
zO!>HU4x4yJ;D+f=99tWr!&2HBHJG{p2&h>Y;Jtt+$B~um8m^UvQB%z-EjS`!zIT?V
z>;gcuARh2`>k)gU^2Pe~ri*FEeh}q9z>M^VP`h8>zf`?x(6_w0l}8vl*Im&bMN<?1
z{47}rI(hvGlkz`bW+V-pjy_*P_@Q+Ey1J|p^iDPMIO~RSi!ndC8qtsvbU@q?=sEW*
zsaC53Z&ySw)E0CQSgWP-5;%xMidw)}=T%<P`wxvBtEV`@O7)K##>l>bmkv9pT>qE;
zBx5~g9~1-j!P89P@nKb+DK;AI(VO2j=m<}wScB<O=ZOeY4-MS@_`<Cfh~q9$n!xom
zASK1^Nsry>pjO{r$eIH3JnVeUjUsg1%BLhZ4=%06=t2`IO98&gQXxeT%1m;&6R6NR
z2gPBOgHnC8R-Nm`0{&^23H(9r(Hg?b=T_7G094;h(B}Y#3XN+2N@lC$EQPO?e+lYL
zoA;?(8mkG3qh6Xw@V6%x_xrc0j)K$$wwS!QpoCD(d#FcPBex?POozHO`lop-DAL(v
zXFV+6l_aA!STMM-W5?F2IB&Hsaq-LqT9-^$`Cb07t8E}-A{3S!AXrVgml+^HX||Wt
zgW}R-kn_H>0y$Rnw5VA!;xPy^@fCKO?Y=hO41&Wom|WFl9J7^z=_lw>J!4QYB%Rgm
zjzA9y{hg&CIrcX@C+NpjBEVKBb*{IDI2v1ecr^uAfklw30iV!+;Zrke*>!cT?6d+i
zSTauGh0~4|kHyImOpX_=Q`H>QqY^Z(5;dZMKfe_>19uS?MNdFJZ)^#&6rKcxELx|r
zZ|DQ2>9}*Noi$NVJn5xOU+eN;R6BKkFjq*Nx`4uiwDm!V0aNiYbJz?FPxvS<y7=H~
zRgvr1MgYie`LJl*+Bg@-rxHMp9moKMl||hLs@a2uTj@p3?B$X*GM8Y0xtG3(+)9yp
zI>T9SWi)gx04ZKKsJ${)Oa#0JPZ<|;q;f<LYFtunW_td$G}GTYgRp_J?IaiI(sM<6
z0GQXHK<aEm9!g-zg5^iLbuVd)VoSz`l?lVz03VM=dTe{Yq}Q?|_zfV-fB|I1Au+*}
z)!Zncf^hO#BhEqV<u+F+V$Isbl3*q>IPtd@2IemuO(M#ZrHgG1C$$64C6Ggm)@tn=
zgpL)+bg{+%`b0QAii-mBwaS{<WS%Hkep?1?5&!C-l*L`^O3>r@3@)liXP9h7+tU&J
zwtC|LgUzSp$4p__f7d2JsC_ez&T@cKzXoXKb{N59_42hEJGPwfx}D1mOmby+R0@k=
z<Tb8DuA&hXL1&a|b8K>JOLhbtFGzLkGNPb-BR&}Lo64RtMpw(pE08z-@~RXbxd}Y#
zJ@RVNK8OQy<INV=KMa(~sq(cl$(az4LT<R&Q#>#kY#(+ntV};Lc%LIstotE(tT=sD
zyg-Q=#<Eh+yP`iB#38MX|IKLep)LtWR)K!6do0|^T|-}9@=)dLTqhj~jA)NVQ#~i6
zqR07TIIK+Y>8A#W{|H2;1torScnI9wCtlDmZe3-WD5iZ}Z*P+&5`n4?fL+pUYf&+}
z0_tjtEMNje92tuiw&P(G<2(%&3^hcx3f$UPWlPL@;_G|@`_c(_g>nnra2Ci(P?iJ)
z6HJ+Cy4cBTNM+KWtR-7FAvF<=W_z-$;4You9--q{V@^;S)pPJ%IlCG74Irs7&k=}&
zg}D<{>&5bK=v7$2e#6xR1j@P2zYSzEMHg1H;+or_8)_{c!wG8IgU0fdQMfXKPx^sJ
zBB}k!3w&b_Ls|THE!P7Ks>O_g>;iE7kN%)jEE16Ie9EPYf@4;XlIz-XG=l+h#Q)!1
zvm$|)G%G<O4Emw?cYmXpdT1_!JXhR0mNuE7e_DRIw@QaG5kbMwa4h1wnB$cfTLQm$
zrNBA@uN-Bk`uP8Q7N1R+O3z&5A>gC$aZU#goBYDzMz*xXR4=y6Yf|J!<lj~4uWdk6
zcJ#Wmi+w{Rk@;UL4Z5ZHsZN%RK)}D<aD6FsZYi+h5tOw}iypR5ogr-U)-y|jM0*jE
zwu$I=d$PIR_S7CfrB5P3Oy?vL+(WjqAX!V%TY)dAp_+H2Agqb<T?UmaTL~5iMz8%C
z6&qs_4+*McRBb=(FyUR=&M}oDV~UQHlep>cYkgTiz~WcSNJH?6C;d_Oq@vY(nF5Ko
zkdjuQ_goOr$qeLB#7ua^8j3H|2+6zwx)l$WIItz?Ve)7Sak3h!lg5q3DT-EQt=s?u
z6ecqKBiENI3Cxm!f==f92a={Ae{EkELPNded@aJ}isbbaS=JKi8#aMkrv#UyE@??f
zR*9qC31aHBaRHhk(_5bUN>)!Z_oo#|YSQ?dkBR~+#{m?4@)Xu2!~?|XYOTt2<LZ;F
z+J5C4c5LsT*Ehb=Gx)EX7xujUMSK-?%Pa9Idy|Qd-(Pc&zF1K`S&Ulf;t7)HL*ka4
z6vM}&jsI|7k-w32;G*-}FPwi4R)6xttH*z~e+T*gT8n1Sy33xYF4aMTFUcgXsn;i)
z-drX7D^8zN0EqQ$K%>DjUlemzyg6Of`UdcU^MWrvxN`V}?xX*pVc+{8>+Y$M_clSF
zzqV)3-g3#s{2rcYzx(F*u>v%OF%gBNC>JP}aRv&L6OvJM|NH#m*xd2gwq1E|arn}O
z?D{QF0{&?G=<Ji&WkJx^2by<Yc5B&x>Xa1v?cR<C60lu5)cPc3HBcN!0r2#f1fIST
zF516?&WbluO^V>||1(kGeaKHXFWcXazWlS1rT($AUCn{HJra`{+z&ip-ud&LdhR2(
z+b1m~f7+Y{R#iaro-MZj6MtEL{lB!0zw;$JAIQzC+z%X{0Ivq@@punvI2}I%93e((
zxuP%JKiR{(7`P?=e1YA8#=hI0>id5l@I3#1U*Tis3`urS+x7c74&Y+ed|*nR@sZj7
z*tyHwJ6Ya>Dwq2f)|nDLz|qT>HMzHc+%LAh`VH?AL;d|pX2&z$et$2-^M>((;Y?=1
zjVJ9FTJ+DmU}w4DSM_s7V2jTU7=u@ueJU6x0^Ppy^PV&354vBz4=kD&KHgLRu-?0a
z#SM7F(ffV;cx^JM={LSnb5H_!gMl@0E9{I3%8zsY<SKd0JEp$nvpr~cLxV{hupl<$
zH87V1CYkH!%q^^&57^ok*8v;0f9?BUR@{H~CAl6r0fMg$!&AG5QLTn&KEwH2Nd?7<
zlJoa{;xAyk&Dc<vEK>}&X67a12cSA&dF5Wo`|QAxZUNwSgrC6R{65kAuc2@ca6b0T
zjK4N14S0&pp0{&1Z~Gy{Ak1XoaDT^nmLtr@M&|GQ%I&wMTb~G*xngVcxvl=A|4dNb
z_*eHia0zHKJ4@fQ0`;zrFOScq+fR2BRx4alGUNUIRX->3-Dj^o4jTCYPKWZ@|6Q*7
z?c;=>+CTlnFaET6`||0He;4ML$;x#CPqjK-7caN|uan7g;6j@-yzG?^9@{Q>^YvRT
z|KeP6wYpi4vo6glyB+WQ&ImZ6dhNn3jh9(7zRxJVCiiWA=CQxmVhfjBRoyPk&<wQr
znO1vcT~%R5p|;bqXChNo6Fq}MKAj4g%H-$?+!UnH9GLNU#+x%!4$IDY^P7LuYklLU
oL|vQHCv<mRUVFlO;jy{7iQ2ixu8FiR%;a)v^lH#lvj2Y*0AUy6asU7T

literal 0
HcmV?d00001

diff --git a/docs/source/_static/workspace_analyzer/plane_workspace1.jpg b/docs/source/_static/workspace_analyzer/plane_workspace1.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..14db5a78d91a0198164921c32a115f85667166c4
GIT binary patch
literal 641119
zcmeFZdpy(q|35yboI+_RXGPgGN=`Y3gw0{LAww>eG8&O}P^{!ox<YFsa&8A3Q;Cs^
zQc_$++fXPWYLgOHEQjw)*YSN_@6Y%5$M>J_@Atc2ZtUs#dhPXmz8;7B{qcA_pWD*Q
zrMI9}@Lis}KoSxlkOc4pS{jyk>FMekhD7=9^7L~1^~4hpa7b?ff$%X2@hEo}{oO%W
zec89azGL}Z_`V~DmtX&f1Gw+kp5?oPKs?z0aLxa&TYi7Uk$u1glfbWGJTN#gSuoHB
zAN;j#yxiXVYukRgeJtT{0&op-xgC!|xdQF|K->7>U)p>B(%yGCe);;JfotsXhX~7K
zEg#D>UKtVNj|N`lfM0FU5fBRG4suz3e&B!Lh%E<!Y(yZCRL-A$d-Fk{`ZN$|ZQq}L
zhNU2oN-7A%>HM?rPnjGJj}QNGJ89sr<beYq&=dm%QVIfr)^veD3c)|l0e}97x#<I^
zw1IiW0zU^qhd>b^eUK+82DA@k3bf2YTR>YuR!jXLS3sTrXUFnQ{?G0JynE?BXtkVl
zn6#~w#CnkAY6+>;5=)Ojdcc!|WP#JaKP(`BNhxWW6|(Yj3W~r5M^=F(q@*NeB&DS#
zWn>hjC1Ak$)zUHsE4G4URh|9Tgv)`~$H}Xmxny3ZzQN_@gLQ_xUrcIjvqI%v>Fyo+
zqOjIzqouX$-lKIEZt;YaO*_&42T0|$yY?m2v}||B1Vm71w>b62`;P~nO-;+VOr=i&
zgX#kFk&sz_<Ugh*u{<X^Nhx^+;QZdzAdrldgpBkG85#MN@{*E@KPC-YvD!dZb?fq^
z;wI(5z?{m|*WY~bVuLw)=!=Gxe*lS6$Kx9sZL_d+i9bR(T2m{(cB3n5Zvy$&&J;Jy
z{s`J8<9#g$&ZbhA`amnCBmgl<tp+)PraOl&%?3}qep%OJeU%g&Gu1itZAU0>;?$$D
za`yS#116s@P#L!wc?0+A_}hKm2t6vnQ6HkKziED30vWxqx=_^gg+Ra4Gq4#OvmlBt
zUjj`Mn^)?Xg;Q&zlzpPJ4u&u<aTlw41}4WQs+T}<n9IT*)Kqie)QBgi!N9?4V(X4B
zILb9C2_9J1EceO()d~06*m;9jhxk=n*r89KnLX=&<{Dmy35mTsM$>-L(A~o~$_-&A
z(V{pLwTsQHQ8mt>a}<7*+b<ZocItq&Qm^S(&!@rn;-9e;S(g*ARppX~Uc)>5(A2#}
zuFN}4c8^u_>}Vj+YMuJziCx0{21Ad>dtElduD15wjMfw!aDiAOpGtmGJCx8J8u87}
zRWft!`Pid4a;e{%_zm-C2h%o*H)EDS&t-=%EZ(tkdg3sPB9^!M&c97IZXUmtb!Ree
z@7ICe$-9ijg+bB12a{DB1eC$~sM}5@hD)Hj!1aHB$Ju|}bG%tr1^<kw*iQWXdI=Of
zpr??u^-lA}z)jQdO1@UVo&EP7|H|WE`}orb|Mi#u#H9a!%j2BJtWq*qIfAIrSuwF`
zSZX+vNc?ta<a&s<L%oGmP9C{4EbLgxBKFK(Q{IXdf`&)7D+jJ*+z$=ZTLL{Xn)O}+
zl^40sziomzE`b*N8;I}L%x_!*y#V^>?$4u$y|FsPx5G)dt>?Fz%)k9C{siE0ry%sj
z{Qi=~<ChkB09wD3os(Vy$v4lSiHnDwz$K#o2aC>5EwKyW!6i_kO6#VDqhER#m30TM
zF0Q349zM2k?C>eb4C}+9x$hFl-eU<A`AH=$UTQvtm^vtiG%tZ{^fG<L6K|J5`Xxiw
zi<z-M*yr-%o#W$6AX$|dU}`Jjz*TmOcN!eQV*do<x=l-<Vnbr>G1->e5`Q0il9=N=
zd36coX1xS@FZIQ92^4ylumn1rQ4c(4x)HHZ2k2QQ9cZJ|&zF}#ovKcKc4vn|PXBX!
zrze|!2n@K}^qE=e5~%u(?Got0!~V;}hpNrbm4Oc6Q5-3udXIr&-k;Z-(0MRfz2m=3
zK<~ead1&Hk^U(RQ_p-!Z;7Lm0)!8EehfY7r{+b0yUH`v~t}-RRxQ6(Fz61jJ7~(Wu
zpVd5h`0KmD$w$|x&o+<WIXmP_3v~ZNBF+uFe|JB8$|UEX1OG#NZDF%EC*xyh_Xf^A
z7!<vJFv;LnUYmXDH2-D8!nFoRwI}}=_3YnuH*$Sm+u^S^gBJMzZZa?aUurUQa5xH6
zu1Zd!L3T>h^gRs=K`T6Mq&EG03_h-8R9*Ef3bvY+Fm{voneWfNnZ&KXbD->&gMTbD
zKC3CevZ$O@bG|(j`gjkmGD3yf9+g`d{;rG<(O+|U?|O-?(Dg_uIq9=^$>sXUEsMcB
z*8Bu=_j+r?6Zm(5B&`i+L0KPEIEFi<U#^MC__pg>qo4MQ2IFi{wcirxpVs|P9Roi6
zuW|j0NB`o{?;Q630X+Jb!u|+R{-v;gqn>}Gp8tyi<;&<<xn!{KmJzR0TSAPrv2b)C
zqH_s!K0|MR&W_;7h9g;xm*8vk9pF=j5r!TkH|}b?*KeHtz84K-1iS4<0mo*!d~9@;
z)Yv?`Z|&l|#}wa5oH=`P9=QaP(8_2jF|$;86xNbe)ji)as{C_(_nWzr4));!6UNpV
z<q|qpuev8O`8#9t*8-jJ@~VUj6_tGcF-0TR66ji$RrjE<TFg2923qB0y|>IzYK{In
zY3FacZ)_G~W7Nf3Y#DsDz#S3C31LF<-?WmBDEa#ZB74jm6B}*Y4{|wCxG3g8TxPni
zOWz3^yIz%Qe0FZ@DKDJww^g&*vuEDbv7`KNk?kkO>P;rv<3{-nEFFpJ&wW0Z5X^);
zs5))}MsXZ6A)tnzqRx*TdYOl)7uZG^GJE|i49iWG&L9QaJJZ)+qtBh&ONN)edn_fV
z?Y>So?G<bZv|;n>`TZkj8$-_^gKqK8xV2P3_iaol)DnJ8-}%nq+|8P@2hK7p*YDV}
zSV+t`N>urL=Ir~o<3m77^Q8Lx$jiIO$0t86fdt9(ic27I(J6D{9QcL(NsWsZpXc$t
zi)FEku7MWq;}Aoq#p3D3aJUU{Fjxx9FQ_bKWo7WSvuDqy8NYq|cId~s{~J21jpnga
z2+9&@)nKNc{)vd^-nQ(ZGN_}5i2bSjm)O1xUju79A1dD$Ij}m8XMGa(ECUxPN_icx
zwHxmGAx<82V%l{c8BI)$30&O3DfSgcGpx4<PJX#Qho{d;oa+9Tc`x=5*V;6EK=-Cl
zYt6AXR_14Qm>QO@O|RGd;t`Eo#TeLer~B>_Xzz*dlg^WOzBn^C7u+c>td0#4!t5fg
zv>YCdD-r1w#6e4nhLlSq-hfpFCR{u<8tTdm^+mmFq!Pr3&y?V<r&qf~E}{o+ucOcT
zmQS3b-9vSA_srM@q=(k-;f18X2t+4Z8i_mZJ$>7{-M??dADsXf;6mK?hR_&jqV#2d
ztElzpuLr?~NOMo^M{ci*2a;cINb50H3;3iO-mF>h)Uf7*0^Q%}j=3Z>iEkTa=Z(Hx
ztG_)n1dIf=*LkPf#&vL<4c2UAnHFB|@%MI9^+fH@G*not=3CS(KmTm@{g{rsWkRe~
z?0oBu$nU+IE>~?2`=a%WGJGmJxA&p}JC}7}fJ)~!`l6?`b_nn3W=8Sfu<K1;T2jdB
z;>W_Ytpvu4il#NmhKojvHZc2d+`v7=$i*Q4_~uK!$$QXzoL$nTv%kcIhpn!duxM7j
zaJL&*p!lh%YX;xNy%S4+q1KbRG3Gk-HlADaTIb%UpCeUHtE3hO2%7c_OvB=7uVH(~
zzLsbPUcvOd2|waK7TcF#^F96f>z-@DPDg9}OvYFR!Pw-+ZXue_M^&-%-(v%OgC@f#
zp9cHyt2#mn7}Mqr(5l{f->W2i3+Rh18HEu{$OPMs-|%%p1-oQAC$}i>ag?PItY;Ll
z`}!}C=%DNJOub_=-amz;c)#<%=wE8M;ng`CKS=rNBgV)r@|V0vHYSy!jH_H%76^3V
zx;D=tU23Y*shCwk))TLf-VdDwqwKfm?o{1!np_Qzoaj6NEnKzLnFLk)xi&L$it+Y{
zTVz-o@!Z7?PZr~+lt)V!H=aoAa0t0-ZCm@<mLO|+`$*><!tJ!sx)tS(g35aW53WW5
z>m&?8zK9Wwojv;=x!UD*(l#Glc1Cgh{LW3JX36=IcNyDe1~-`Mt+F4OrPT`Y!TaC6
z-~71>b#3Pxzl2++B_5a{eB&vIXFQ$66dtHx4dNebAEmwU=!Z|p8a7Ebt!~n>^xxI+
z?z7RyM&AIwpMQUPY4Z0ff_Hmn<~<o!4@@Om$-TnK&^y=&BT~4PsdmS!9+G>_XSm;g
z++$wjltrXle12kJ?jXhFQr_!m=84@zx~=$**zDw(f$Z*{)(-yw#liQ|D%1F#rZc%q
zpoO%Xu5CB0raly*3(+EsR>OJ&;ixJN`sMS1O!<<Vo{kR=jBfS&sKt7ldF7&(;ZOSW
zkIFFvYN|O5wdX@O*cmIJk58Y}R;Xg7s)6;wLK`2+oN0erzf<~CA+#W(+U=CX{Qmia
zJyB+9Y~nA^<8euZvJ<bqXtA2si2^r6Zu`+J9tLDSvwRWF=(V~Rj$8jdC@j9x<Tk(m
zwVMq65`O-gg)*;6#=5IbH@N1M`l)S#exljL(HQJ}k*vvyvLo*uQ}>DYT^Bm7AM+nt
z0_ES1@(rl;cNBGw?GZ15Hr?HR_{O&R&Da8WUK`UU$3_u@-i{cT-oBEc;6h%B-sQGB
z{xe7-OUjgdhg^UEnC9)6{GF-BR<R#PRf2+cKDvMAfeStV`M$NKs;DUI)yC&D{Wha+
z;wf9bDcV-M->WIFA36fSb#_tW|6Qnk_gmuZ)zNz?(?@Rx;+oI7j~}YH{qDW*YglS_
z=4;ObiL8FigpMnx$c=HrjKKT$eP6bDUDuwfK)Z_t<8XQ<n<66n-b9Xlsd>$e{Tl84
zHLdb0IIuE8rtji~?%Zkm=gr&!Cbo(ZHNhaL$y6eDo8oJxR)<A2^}~9v`lCY2Zg=_h
z+*q(X=J*?(nG_DLb^3H+QF!X!5~$UET5moED2R#{h<4+|+Zx|9PrdGV@ASHDta&Q%
z3DGk-dZB}829yX@1lK#0!<Ik=OCX-IwflqY8Q+D+o$rV|fM2s`YQ8T{lzd_fiH!%p
z*NKk;ea$l+3}E$eejqt$Zqv-cCD1lt6sH%1A4(Qu7sJ}Bjsq0yWE}e_i0iZ}EbC_B
zsr{#XE@s3WjZSt7EOs&mf}JH0UFFNGCD8cgFAhtf(fW|M;@x}ozbtO&Al|X@6FEyD
zGHnSoV@&)daM0=g^<le7mGUO}MHLIj>e)xL3B1I%UGpaKQr=Pbww@S!oL$<4d+kg=
z;Yyw8OMiBP!w+5UAA38<<U=&hluUtfL~Ca1l=wypxStX)&ojd^WW{mwrc0m>$Bgew
zpwA<ZkI!E>(~OzJt)L5H6Z>Anah1%g4eB3+tPiFM3D$N=cpW2n0kiTNyMEw9G=#-0
zIFSd5T8-2Ym{f6--3V5(0!f@}Zfeh|3*BB$-bfq^L!$Rphv((_Igh7Sj%r|eN<Cn^
zsp#Y8OCSb5PA<RDG(2d>n$65qYXtqvqhv9cJH^;sTjp#oCw+l?`m=IFe8s6~k<Stc
z8aVU-h<_BDr#j03!Dp#V(UP_G1Z|UdmOz`udW%;^rb<_4=bDKp2(pL+SB&1y?(o=n
zt;!sCA#}g>i)r24C~lJEFWXyo?5~-NYeP-WEQZ#ar`3KCF4p%PZ%Vs?%u%piTVZO7
za@Ch9$-co|uq}BC3tnI`KAitznOucmG#<>*sy3iE**LD%A+*vs{jr6O1~E2u6-II{
zYmPy&JwOSOs!Cf0GW??BKAbjtglpfJc>UsFy6wS!i1Jpy=P+=`6Q~Eur9b{7h027&
zFY_-!kQ=0Roglg7`^w^HwnH$Rbu%US;>;8fzSmYTC|c(!91nNQ92jtXu`V;W6pb<X
z>|BtO+Tft^u!(eU7k_}VWn7tt7iFvq_Tg||!__J9<0qBOc+7bcuaA{{u4GN1@ZKWk
z`a|Nvc1I23Xo)Le*4k2E;Pckc2enHS857TwRF*(qadT+QKxNe60Xn^m;KNI$(fsua
z(z}Eu2p@&gZ`Cj3x|cu!OCT00Enzc6f77{7$KY4*?W?Qv?(a+DiOOH$>Vk|PW3CI?
zU$M4|Ck@q{S8_{t$hV+Q>ppT{0{sGcEkexBp2AJ|JGuCdYE5464*pNu1AM@SRWa}D
zq};cQ8CE&_a`qto!0qydHQm~SFMh7u{Up#ck<w<$baQnM^NcI6mDzhxJ2{~5PT=c0
z_VeP2M1NZrlWld!gt$3l)fwl5R5vB5{WjC%nTfj!7%qtqH}h(rIoRR1ba=1tPKdcg
zLEmU?dLP5un@=6^i?50*y%#|5N4;T0Slx*xgP&6%J-D#YBNaG2wa4C1c-!%zd)TKm
zyBgH#>^mDe>=#73J%L{3J5~>Cwb*>OyB#QG{zJlgqkx0~QC}W9wiq<yw6L{p)GyTA
z4gOl5#tz;0nQQ46GT3n=ovCv|9t+8@IKa6+mWe7G*9g9LBG2Vj-0525FB{9!gQD^u
zk29nA-`!$v`egF$cD{8m$fWtB(6tPYG=kr~fG4XIAE1giyu>9J`M$gS<?|34knm35
z^UVqifyDN_*;v5GHnofaI5p5&c54YVxa>5GT7dUFoxHv5HCoGF!)DfRdB#c^e*K*C
zO*oLG(vPAlG^+BdIeo=D2tE)MtKKU0b$GJTV{QP=gvzVVDpUVz((AfA^B5~iGv+P5
z$2bbyhh1Nkmb<EtwH8V6CG#5s(rO*l5pZ<p-VI`cW!oH0*WL#G!y?-)lPfoTK>!9Q
z+qS7?$WeCtjP=6Shd=zgd9kqMhkrK<vYa3}RB@CqJ%t97F(ox|T3lLk$Z6?~AtvzL
zfLFWG-ic9oBYuNHw}EnLf-6(r4~=Kz1lSN?`Y@MP<GDj2816z&3HF1rap+$Klv~`5
zp4qwRS1F3t%hVhCWw)j4$g!bwJXwb|$n9<ANuV#jyCd(-)zh_&#bSlV#^j2hC%4U(
zC2Naxnfrh%&rfzBl0Lf^Vj-QL>Gw_TKfAr!bJaUdvR+NjV?)Jx?PRnZtHM=<XZ8I9
zg9)2&wbjN35xHT(dn$2A*L#ZM97<Y3mCQy3i8bq3)iabBMsme1%rGjlAa2m}TL7I)
z!gZBr1k`c3J3e4@sfJ3Yhdx>~`!J>uzEMoED$#f_ExB^=?}pU^2rg{shu}&8VEiGt
z8O>CU3b-aN*0$d?GxrLvClvQG`wG(~aHq>tZ<m~L5Y5O^woF<&C4CPe?~<1Q>A#)O
zrW4mlV0!vKvl?B~^(C5``(!Rx8=iUA7cQ$3P7@QHNZ6D9zAx6y?YiE5VV+4$pX(pF
zJaia{<qmcY&a}zSp_-KdmU=fE`h4(v{)`pz`<J#+gwNHJY9H6%^XU!F5jx_I_IjIi
znp4v@qwPXn-cyGYGf|9+LQfRN1x(6YsRrR(ID4L&c>Cxz^a5H0{>5?+PT>(df!*We
z164g8eiKXYDa}8jPs;lho6Slb!CzS=Wt$$oNp`xJTv;*-7}XD-I|BIJZ#MOJ(TKZ|
zrW{(p80%Gi9vP>}PAVvPgnsftO=U~#2GhnB0l^HMM40c+{jA;~v~Wg~7QuONNYgSf
zQ3b395)-$a=*!WO2B+ngN$7Z4)YMLX)eK{x=ZqM2m<4$!vZeS2kzzIptd08krghH!
z5X{O&NLc#p(^)_;QcvGIW=yPE0^Q8wI>o)uZjUMRQM1Z(kdG-!y*By+o)e75#nlLz
zI}mlN-Z?Tdg*i8{OoJYB>ZYQK1oJ3$am#KvggiB{+uI~Mj#`#gb6uzvXUZYh8@q6a
zU7QvEYA)-E#@*rur`e)p9ex$sA2T0)$^y;p(ckWgS^`<uMsN1F!qm#}>_@v{O)2yN
z4>TN=m~+#dBBAAUzIkXA?df-zG0U5cPENT@^$*<k?3wn2(N?6NM+MXEh1V_qs+tl%
zTn@#3^2&VqDqb~YWtk$O7elt-;ZQx}7YvNyS{_0azeY9n44<}R-B3;6U>wZAJB?JX
z*tyN;rNGlq;b<AY<}~VxC#o$--UUu}LHyN6XA7DGh|5SdDCk%QDwrk!RKTh+VCnak
zA>t29@3YMiM6LGo4rtU&Pkg<X$%tBaqJC8$KZjTQu*bFflEA=I01v1YXIb?Ir%2ml
z#3f0s%p@PjP_$<yx^4@@Z`^7Qu7l{D$xO2ekx+>1^qeB`vcqYNQU0Rm$>u$0v+Gp=
z=ldbenkCS(asln?`ldaZUi`R>o_|cL`Oit!M<wIFMM1R=X}Ivw@Mkb7=WZ+1D_1c8
z8PB3m`va;kA|23ISDHng`20nJH-wW@powAD+N3p5y44(MwYl8!djzOFfwHLwzd3ie
zsR`|INVK^8hppwQ=7r2G9A7rL)lTH7h26yV{MlF{!>r}~d~IZ`c;DG&-~1+yKV?en
za7<t3)%gm<*O{&x=@2N7AYv^>-4r%PT{t-tYtBok;`J-BRk+>gDn47-Yf8Z-*!fP)
z)S7bhSo)E?^_2IHF*hqu?~X{<q#fek@f!EBMlr_IqGM}nDCvu#V6%E;e^z34os42O
z0P{yioSzGh%i%hzU9<atgRD2F#=|Q8&4!7y3B9(Q$R?}Bbtbwo1vNMEsObzhzHKIg
zu;H6x8md3)W8KDr^pspW=jN0Yrk4Df-$XU%UGTP^1MF4l^UUaM$Py^`A^<T!tm5;6
zw=F=}pWKu?aJtp?jQCL?jK-$(Ytb|-G4%bzZWH+Ka6|-HK)_j=@ow>j8~b5|-o)#d
z>ud5@Qa(*CMSF`lufmODZKp-1w|qK0JV+ziM$-4CDTW$1SHEjavBfp+IsU1WxH8*&
z#ShMyy*e?Sos?YJybLkTyu6_!i&zT)VIC}EnjfBA*q*H61cX*Z9zX$ANPah_z)F?N
zQmrXIi}uMG<_-tT<JxpxebvlnRonR?s+^V_`C(|LLV=TCV^6OeGWR8+5t|F$omj@0
z%-Ahcobqyq$iZD3XKLjf;j>QCAu~@vR@OX^=+ylrX+L-D*T4>-(JH;aP3MtMGDI&!
z(FevzwrSG1N~mMjYaJ=<(^0mnRi%_g`VT-%;Ah~ZQUwqF)6OGPB#(n-Ep-ifXo1*R
ziROJ9x_GNQ&ezCmW+QkI;hUIgr0_wiqK57o>UcG634}^=5hC_vdnG1kQv-#0j@L2G
zJf7U<CyGNKF*|qIMVufOgxTLuj2m0~!#Eu`UhihiGfUDxi;tWFN}L_Lei$S1Z&Pj?
zwP<X;<JE0<v8ME?e8h*{CswA}H|OQt=%ooAN9aMK+&V)DH`PEsjo<^#Z}iD^*ccMb
zMByNQNX*?;qkDtA_dS!ChuMl>9cn3XQBm1@tz=TTZ$b57p6->-_CE+8$jhJym$75n
zO<ydt<i_o@*OIjl%_KH!>#bBuWYfm(`NT)2CSEj6)N%J8AaE)iOuT5wpMdy?;vJkO
z!8px~;1tCaF$PYRQ+y#%H2;Guo2IO`slq56Z=6r4Yw;kZ>BEff(>Ur1+_Y4fr>qdJ
zj(qD3DW))$rAhMe`}+4Xb4I3wM8mshLkMlhbhdW>fh`;&W!vN%fH%Sb-iTZ#RK<VF
zZk~q8#@ro&-TuH)Of?qM(lJ7;^NB~C)FqG>yIz=JMX{*`ktt=`UU76+rMu5Oj#bd=
zUt(R&EClXIh;v*gHvcfyV8(=Pg7;+YCELNH3=LFu6`7Npjw#<gSvUKqVGWLY&07<B
zSBGMMwe#iZ>^Jcd0rB1SU0k$3IMFt0#4YjIF63wk!D4B<aq^5P@pW>}K5j|5)SH{Y
z{)LnB;)e6Ev}|E6iE3WIM?`M5@x-@g<tk=Np~`!yH&Rm_>%p9^c5YW(+cKvY4Px$E
zj0|=;g*q%}UGvuhg}sZI&L1A84y4A{mR(G5d2Y)-_}kptMwio9`)OSLO-x@v_nL@2
z)@tlDrM#f1u}u>VPH=ruS*@n>0+ncTG%LTyxQNwY-!jgMU`MdhDqncpc1@8X9Z|tv
zFh#vFpfq-uMytz8dF_0-ViRq+98>;v{SShl9nUuS4br;BcQDDD1~Wo8U}C%H56y2w
z-8>xbZ=r%Ya@OreH^DqKE)C<?Fwt$y3^%JChZ0DfhwO$|fmpCKcnOrLG1Q6CwP@BV
zSxH!*pT_5FCdWlG&VrxGA1(Xr^YOZ8`U9Dm>$KXHOxNsoh;LJUNK$M=eKDFv5ZTt*
z3X-6Rc5Hj*fGDL$2Woz!PDVsn6$PobR!|>bSKbhSvOK(R)TEEbOiCZe!Be`u19Ef8
zd>$pW#O*Do{j`I*#F~#giOUh?>)(}aUDDRr91u1|Pu6M{Je#cl3)jXD-PyVX%C>G9
zm|X%Ly{PC^|6V&8MgDx-XG-^wIjy#-mL^V2<j6nCfC#T1E#i;ahT<b%=6Glu(L`nb
z@W^!XmqU%YiI9gKGOZRVsb#snJdqJqf}1_$f+9aUxf;k)+oVJYddb1p*9m_p{ME9;
zk1cF(`cH-b#TWsF&#U9e1&IO9@CU(`igDlC6;L#O?L_cshQb*X=s>=y2;$-LLdFuN
z2w(jofYp{OR2_~oF2c((Pz6YTJ3hhUV%~u3sEp68kp4Znt9$AQ1|Km;vR?bX%e$ke
zJ)iyuYyh<xC?JN#!a>Dly9Z!H<?oUjnJTZpu(t8W)yh2opu}^`qbbFgtQ|=$V#G=e
zruq`xZHEU+o9PjkS^@AqC=<j%jx4}r`;df{tTI!pTEi>&#aunOl)ytZjs4XnGbQJp
zT=rh7cA%rv3p2gShj+q~euxIBK(I?jz5l~20rnaEPf;af{8b8U58@L<0hMVmY(?d3
z7K3Bp4|D7{bu$Sxp|D6_ymB2Q@PTN*yBF}$6P&3gg2l}B^1O0dpOc@j6$|T@+aJ+B
zraB(61Y#a2PK(V<={qMR^c@9vVKf3(#_2vr%(NdYR&XB5S}akXSNcP3ecy)9&&Ko8
z5daneoA@>>q@(?O_PpPC{*aST9ZW8Xbf?j^ij8j|H)c^G9$1(2o|4jw5T^`<hnene
z8ZA>Ku7f-L#IrKKrZZMk@$iKQa?Wv&`-K?g`c>zJDCc>qz_>C-nSCM2$UB-D(U)fF
z=`(?Nav)zJu}oyuu3p-)lICM8kl^%t#_cy;(+V;CWtIJ`tk!;sbt{N|vRgmyZ}tMr
ze)f+Pw3_(;EKHQ?O=QQR#u1g;?j3&NZCcn>vmU;FxM*KQnUN<HVrWPf{q$6$X9U;}
zsIrMIDr<vkAHJKjM?Nm*?uc_QxU45&YDaKcxChE%KU3o4{@VG*lBZ_J{JxAZj=x<l
zh3xbl)oc#<JVjspZ@%}Z(PhVd|1#&n-l5u_OR?aVpmYut88(!smdUd3KNN<yS`5NN
z^?9_I#&jtbp?)9ZXb}~Y$Zs|uXRi?CG79mH{uL>Vg^i7v>GK}Cd1xjMN}4uP5kC69
z&UF3lIiS+HXNO+QiK)4J0OorBhPi*UE4{x8%WS!tp-D4L=LyPW<RB<gi14_Gy{EFs
z2L{2SO1nNFB0u1z8GKWlhF(<ZbnLBeAI>E&Ef`Y{s}r8vr3+{F@1war?kEe@y#ZAq
zydP9dYP(5V*uKzeYIEwyr~5~Aum2u$H!!|<&fBPKqa1A(H3D);>cY#<@yexrisvF>
zEoRaNM!i~xAV>$dvNe3_S(Q07QE6~yY&Li~QUq2)fk@FUt2m8Rmw3ig;Ng-8hhqY0
z4FL+66fFsfIvE+`ywzRg1}n)z7sMHf{fJBj;~g7qdj(}N5P4N!7jU_37wIRBo2Zd~
z$R~(9W6Mg=3c}|<0`E|#_N%ioM22<CV95f^RwLF)yzRd@q@UgK`wP~OhTV(bUAer~
zvNJda{G{|Kozi!-`l9T_XUwV&|ILZ4pYCRa7`sz-6ySv@64@D*y`xyS)r0t%JW5wA
z+6l7Vw_Pu9bHpDeGv)*idq`rA2?WX3i)*1#x`D1<Tc3NYPCu`f7vSligxGFSF`0Tr
z`ms%JbF0bZAU+CD1gd=%STGf)2qdBKu38esz|;CPidq3?8cNFPpLW+H7Z?v<g<T=x
zl37Ir6=U1H0u+jV6|R+d#qnuymVKXAo>X%A+2}YEea$f8g?Q~_y&?}KF>dCbZppX%
z->TGvBDiaq=^Ae0*;{gJK4O}^N{{eqpE~c#Ix9OoZ21FI6aEuZiGnPRIdrp9=gj+A
zETFieWyO7&Lzv#~zU2+qW`?SnpB>zQ4j8G8Vg=|C=veSmIzrHLHvXH3pCxn)8kX70
zYaIEd4z9ozO2u+-V%t}JNJ+Ka^BO55CBRL2yY4jdOfdC-__AVT-ZsVF0zw!n{A(fd
z&OEa@{rz%`O6>3f!d&|Ci=C|-CWoSVq8~xDC>Zf9v2d*GgGe(Z)pl?>GOUq<^B|bD
z8*S#xrK)q&oGRXzhKQ0@)rsBS6lY`VyI=J3W+<n@D1`&ka&Lfiv<2<y?L$W*$E#RO
zAAi$>-4)*6hzTR&D?Mnpo%<~}B;sYo<OF{;Z=U=1NVe{}KaDKJsl8~~$edbw=W9QN
zi4OwVU32=_5@>dM9_C*14cFB?)2T;}hBM%yDpu1h<8(#eGAgI~vSOS9Bcb8^*)EF3
zPvATWeY%I?lk@r0g{z1;6U~SBFXMQ24C8nVS=#25>z<EOyyfCf*X8Bn&d5A-a9JSp
ze+cC7lgMu0TTROG=d^OlX=A+zxNxA6%MHpc$Y8GaL-rwK2){rn_261$w<)`>7o8jB
z4Kt~er@3wL<_w2oh3g``8BC?df)qx#LZIuO3(8h%#vlzo*9hkjY7pfSPLcrl1HkGm
ziB6k&(2kSLUrU;mqIke?jt$i>7A}Dl!=`v;L_x926eC%yM9?`|_p{!@Gg}SWw#A>n
z%()wE*1&N|BNajW9VxkyPy7NA7p;-QLQNOjeRSqKBV$AMA?b4P8$716f=&Q`vLU64
ztN7(i4xa?Zw7TiIlCx!0N-LQ&F61@b8{iEupC;#f5z9ku_a_4jG)jAZuOh|=4g)3D
zQUe4~+zIiBGs07jl(-t&oUY>pq{M<C29F00G0i2rYCBOFDfeN@>|vYVfK1b!C2-$9
zV|x}aqBZ+11DQ^=i*2|3I2LVQsxrF%W?b^6%xoW8yUAV|Eq?=sBR0nlDT=~%JlWv_
z9(6-}E;9+MKx8mL67YfyQoW9-5YZ`%nm*Gi&dO*ZePg{%+iXv{-mL&tHe{OQc=_HW
zjn&+3Sat99{I-YJl`%lktbEhd#jwij%ZT~I@urtRG=|H>`z6q><Ns8*x(~5&+v+oC
zNFLv%HpbcSq%l1`0^PgPjJBj2k}1snY-b3XB@EJuQQN$M)>PV$r>*{&@PlxdW9A>l
zle<KU-Q)m};1JWU&;2l4+5h78J8Knk$p$&%Tt$4HvMxi%6JMQLONIHAMJwXXQK1N2
zTs<;?%ZkEx&-fD()cDo?<B^IL>}w61-a!RL3<p!*9q)jk6PCt-TwJ2#UYFC6IXh0S
zGvnzs3-j)XCZEh({!zoMUpDi>|DBn?1T2Y+qOmMbwX_e298c78LV|TvDva=H>A_*4
z+g)<{_F!Np$~G_KATb-gZyU1_!*x-xOED+Xwxr6E-a;&E$CW7-<3DkzKw`oi*nJ#I
zgXM<&n9kcUhh&3d&EFXJ#566LJviz!Zv|8@ONOEsu?c1i+aBs=#tt=jNR3<_iX{Cc
z@w`aEbJI_<@3(KtZiiV)C|itsp*fs>I9QRmB}0u%W%gn#EtQy2g{d?c%@bY_0aaDa
zz3~vQK%!%6#LOH<<GSO-K%q^V(aOAlm*j?5N5nO%buvjnV6v<!xQ^X?vTM&DC{1L~
z`!*|AMz<7<e5sr4a7JQrL%zY!l{DaAB4%XQC0H!Hs#o;2D&-Uk1aZ<3Y3kV)_u;d%
z3EMqHiH_EeYkOUNrZJy;t^vhz%+DA{3Nu}osj;`i*FJXu?G3{PpT|eY8z^j;O2*aM
zm-c~EnP}ZgcFh^Cyo1kOdRL*O5nP(2nvXhd{_eBG_qV%VIb?IZ3eRXe{0!7W7CnEB
zp3YZ_P6C)f1TdjUPtoZwkU(691R#~M)mY3QnL3A#F;Hr(g(=<Z2_kr)f{$?x6lZ$e
z;bKquAe~U?`HMfd=~Pt{n*G`f+S3whd$F%8j%U%poR@*<%#>@~mpPtLNzdh>ErFp=
z&CM>W?MHI@ei8WS*2CC^?ThNoqYM{7d-i&xzCYA>ZRp^yYHS<T@ENZnG<N-Te})WQ
zM`cOzg_yETs-0otfjx-$7Z9095mG}I;VD!|s1SQIW#s(eg@M$7z785q-zw!TikpEJ
z){;5kjx#g&etr6r&0&95Hje!dsQ8~ExRl7E;L4POaaa6JLM@{a-IeoC!?`sR9-+=F
z^?cT$jJ<6WQ5f4$gAmtUB9mCO;sq6dq%~59xi_o4Aic5d8doQ(_^n9kKAP>}i-=An
z-OLSvhP5|fZq(l-@uu27i)qun*PE{bD?F(s?V1ZAmuG?MZHJ=qEKs;Z;tXQQ(<QFP
zRw=bs>NU%8TidGBv>hf`RTb3fEkIe-ZnFQc(4a@Qd!Dx^jvHdst3G6Av*&~x9BR~S
zix%2A3*(X?CSl!N`7;i<GVo@YnkC}4#v5;M6S5cmJnN_2rl6kav?JMkzI~lz9<#6>
zZPlWM!*^pcax;$sL8f`p5(sl|z&`s|0RnaAK)pXW<Try^F6sV_XPk^Nsmw@cEK-4F
z+oO(3CCOqNRqMc|o{k0J25D(F^0IARx&SJKTw&82EFQA(tUimL^|@^MK=__;4TUJ^
zJBzoJQhz_5qw0>h-0m6LveOaY<#mST-TR&1j=C?iiEXXbV4GRXNR|z?jPv68#g)LO
zLkEb9>eUA*GA#)LcQ$-0c|79}?7};Vu?ePch%*OcoFFF&xq_pJvDaRC6t9Qb4J6Sv
zW%c}UVH%S@c!K6w)1d-UGSAaF#>1|2;gf8xMHM!3RKw`uY6^!9dQ0395vt%YMDn#N
zqg_(Tl^%*YwZ+A>!(Yu$os8Jpo6s;?bUb;T%E{lC@TyDxG;}-SCtMd$rT^Ud1Jj%T
zGm`VhSO!PqJ0ha%S74J_S+~E(V>pqOeqP<^1Zx#`s{z5gE)?6nCaa5$`53?lR{W}`
zp&TYZ0S2ofpBCn3gv3QBDP5YWp-HBzUrK|x6e(+L63Q9;id)2Pvl55C9}f9i1Tb3t
z92#Kg=9v$(K|n0YUXCTd>jI@dV5h*!272-A$ZRN%?~aZEh`Q{N2t*Yb1fHh0dmwWR
zSM8D;nM(IZcbG0j$e*&>gG((-51q*nMR=L#zH*RO1Nj*otjel0&i7_RLYP!r{f=mn
zDhWf9SY$rt+sco78OwVpkX2K@nupPW6`^l)-~UMQ0-L88i&}qm$RQ%d>4(W@r<DL2
zto@<E>~^{P>sDAjz4CRy+2-Zi{*CUdJ3^%s8ulprR)ol0M=%yX-VzYRMTeWwy&pbY
z68LsMd?`rI2Z|P*VFs1IE9N@!H^uxxBp;85Eq68Zeqd59KrL;fGVfy+<?_#b)s_GG
z==S_dyo`_L;pwVcasxyCJ|5=`<6wqYjXc5Y-a3zmnvyHnQUYv?%}E_I9%P<0H~#KV
z8ht;{1U_o_gGUd>E{9-F3v>U~fqvpsGIS#9jB=)uYd$1EjN_CHd1dct-7+cE#$ZIW
zB2L5^R&astC%Ch&2{_1W+%Ck8SI5{+y?I)`qG#5MczEt$AVb8<yUATJ2lD9RCfC5<
z7eT__%mdX%WoU#n=G5VNvl}(Vr5U$7$~FBw4P~UOKatQ7<dyTDYtBC0_hr|-jSxdc
zFJH!o$(h17AIaNkOD!{$fqBM!DkmE<^(#(GAf=ybCnHUu2;6Qr+g0DgZ>Z9XcF!Qf
zV<0ARy@DdbBN@u7-U{{M-SP~-*mKOvaU66_AR@@$8<U!Q3EApe)sznGr=jOzu_5pz
zJt5qs5dnvtc>yuoXH*mb7{@b*-!_$0kI$o>l=vnzqV}L-WFXw1+msNwzmkSibSZr!
zAwYpC)Q{AhGX1m5tGxfob56$YNyzcRE!rw+x5ve0dn%4G_f#a9jVp^pgf!*q(&`Gs
z;tf$Wyumwz%{kwb3p)6<-O8Yq9j1;Q7wAFTO?i+!IWh%YtlI`ubclvciF1Djw#WZ5
z+K)i{uNFKqMSO0RBDZkh$k$DF%8POZBTwTt(<~;oP?aeSX^xmLsi#Mpu661ggDFHz
z`ei8cw5{YGpm@}_ysQ?M)BSrc`#<<bA3z6yZ_Gvgn&9AJGX8$>ej1@iwLBzY)k9~c
zP0XR`Si>9Kvj+(xpt$amYB*3**M$mz6@0%8p5P4OdM2__QSMx=Q`?aAs0uymtsa%K
zHfB%v)6I^9w60m#^CvR^J^%`wB&0w*e|q%y2?YR;x~LT<crgj=mw;h`0OG5???J$B
zwnO1*PHnOerAD{%*S+6(E`jd6p<?}~azmq?ULKwov-Kzrr21Wccc-eqUZA}y?{wWT
z#zSz01z4SvJUXE|t(K<tB14xI!6I+<+ufS9!C##<4*eXcs-7ODq=>*iWz?T>>FuFz
zra5P&+2+vu_3i6DU}<WEjmJy&8PNlsPJ?eNYajVM&TCo@(hL`oy~5#d!`ZWOXeOj$
zc4#&%9IoSu7#Mw_1o0%<k~EHau6I_I_Sg{j(0BO4Y`kfHAOF<hQ(H_gW(WjfmA>08
zT$uUH${1Q7{8*SqJTJD}(rx#soe4JNL?fKSp%`Vros8XhwFSGP(vr4iHzU9M1ak{M
z7c*SLDeKwabjrOY^O>lg^flgl7F<HYN6@}LY3B7z!(A(>ACn$*PAt}}gsxl;b|I4h
zMDu^-9FMxi%>dgwP5!Cgl9^@F05JRd@0czBBmZ~n@w>P4L&SSXKwV8M+}}OS^>E~R
z8rhMHS&(r<%T>U&;Zcy>w=CLmXfcx>rA4Tv*@a?_1(*r{gHLZXMy*hIQvv4F%jvfh
z_*JAE9V=L@nwy7e$o1oVKHoU;x=s0SK>cZf2>l}|=>HSVey;}niJfhW0HHKzFRUAx
zI)lRWkuxM*&-=Ob?}lL2FLRO93PUQDnxgD1z1GQBExn+I*<3sqUqEOo*oVr+(#loR
zxvnz&vVvV9Gf(0?$rXm;N|15Yy{sSc>?zUIk7VFSR5|)1s*GN+byO#gR{n@8lVhB;
z#g`G$%@?o#>>YP4HlPSiwajaEdZb&)Z7gUFX>EU6G4rN;tf%_U%g>yX7frHI1F*o8
z5fQMK!C<eEpZ!r7^Y13;7$f&bD^I1ZXGTR`u-<vwhm{uG9~vzm{w|>5L0Q9HEG?w^
zQb`eff}jRV7k<cL(S_(B1fqaThUQ-3q*=XU?B}Fa*--U4Br@baS%wKY9kA+jxk3th
zi+R82dCl!d_g3sX-(|2<8u(6~Q}5w#zRM+;j=s-Kcmnbmd#p0uEWSSfVD|(nRJpN+
zB8IY<h-gS4HN@GOV2nus7Pi-lP$Wza=jp22FNQ{Ll<oY}={>pp6rpN0!!;GMk|Msa
zV`YhdPZ!lH$)a%>Jnk8a8Yp+oGvxES?Wg!}uf-R$SqGSd$`#D^+`=+eXmEth${LYs
z%dPQ>q>aO^7daoz!eVfIFh;bIMS8INak005*5{+;i36;T=-$Rkc3tB^h;cL}(0?w;
zXpEJQsJEC{b7(-r-_7g#tUs|wZ_$9QxNUJa@R<Z0@QM0@z)oSME#`V&g`S0`J6gda
zwb>Ht%ObOlU85L&bi@VH_ls<UskI{8LJuthB;sobhL9L*<>%FLA$Wq6%4wu9RnX}4
zu%vFW(W9p6glCQI=Wt@|Oc3{u)VJ<Eo7u3dR|DSd?gdhe_af&*vfYRGUIbs*H}&`o
z!iV1+@W8CZGyS!};q4K@N7c=Qw}aqNQ=fi6oZHh3vnQ}EVg5(Hk_ispc$;um{enf~
zoLq#W2bMQodBC*<sX|;eA5}o2r*Wc#S*3Ffy@Pa8DaQ68*_TSvmY0vq>+{>tgL|xa
z!DUr?6r?ftmX2CPQ-0p!-T@O~04O51+rC@tC!42%{to6iA?7Vy*Mp$;)LnEMLP;P+
zK@U+ZtO|lDk4Ykz%4^=;uL98r;;#C0-!Ozs?J9a>GqSCU-0c^z<<+%oYz9FbmD`Kr
zRXO&-aH0D2IEB5X-IQ$489pa7p<a$`O6J0P!QoHhEb)wSXC)V~PO)B1(eW?iyyp#*
z6@78JIT@rnD7%rI(?R~_jz<t2*a_1!U8!8rD5>E!s`@Gz6+%E^&F@*LCxwNUzONLV
zs&yD&(IR<vbk8|D%vW?cDk;9fF`FSGXCQNn4&C7Pyp1gz&0BycpM}n(?7`C#@6T+X
zUU^s2T@*oUZ}3ct#P^Uijfp%()XVTT=Sa$?7fE>LnDo&7mOhcHi;l?-U}Zmw)>Ek)
zJ1u)5TcNR_G%W7^cqiXHT^Kb$fMQu-m#APudxk2q4uTpcr_FRk6)?Z{j9YXza<xvx
z*z_Z?t6tk2YN{z!NZgJ1$Q&`W$Oy)YT}a0>i$}sdo`pIXB}G^|oLpagJ2R1S<v>j#
zOgY^|3x{(<c*fOk7c{A7)fyz}(;O_4;J+N&xz<qTfcqh;vEic_iTh_CIzP6{=<I(z
zO~aUXTo;#J_Z8ENDv-e+YY=#4nmGB^IZ=o_DK}{R#C<R_O}df}J#e++a9Lktlm)Qf
zOo6b_Q3jq8H;e_WA_aXCiQclqrMXH$0H<mcqw%#gwzow9{VIwd415uqIF0i(m3hC<
z!NnGHgDfJUY>H6OpbytrKk=%sR3yfrtbNf7#}LiE6&9HpXJnw!W8nAnzOvHvZtY!h
z7q|6->=OjlP4-NmB8!g0^SthroK@v%Jam0P-FAor6yMjllV&6XH&HfDQO)T~X}=_8
z5}{nmH|PyYli_q!ghz>iG_`swDpj`v)tDcKa`q5F$35oc<QSW8WUNJ>i!aN=e5ru$
zQ7BY1Los0>Bv*j!3%JZLpE?&NHI{F{d1VsJX1}{TdyG|F=J3;&#sh&q4?j|`Rj|z<
z(HL6NW)l7M_C-nUxL$^XRLD0JOYo`Ai_>je7#h09@KP)@k%>{IK^~DFS}GZyp6Yn5
zp9*=%udRUGXI&*MHg>}oj9?Cw9u{jYlMo2AX2hy_#^=}f;VnepqWuXGI<}XQLlsn7
z#ohwuqZ<>hW)7ZS9Jc65eeDz)&#Gk6VOwZ-LS0&KzvHv11$0!a!{f2EExcCmn<!T9
zKt-g{dkB+U-m>3bQyM}8W!Uy;LW8qz<cu&~eH-X&U7w31UDF<~7C@9Y!0rgQ@ZUG<
zNN;`UHD2xdgs`^jMBJzEQE$6{xsgYHt)m(pdLq{H@XQ-GH$7}X#+qF%dTw<&wv8{3
zywmX8CBz;*BM!vkJjex^?rV0BMyu6Xc8V`V(bTGHQXPj$b#|BzvYII-rF;mx8tqXB
z@pLTxV9<_Dg(%CAZ=^P*@~vLmeMsU2CsdTxf$t$l+-mgeke{C!7#ImQA}U-z?2a#^
zn6pwd$q30JWveMNavW9$vx4wTulv4m36hsl0+DCVJuht2KAYvPUHe^<p?hlfFq3}~
zeOK4Dx|>d=K}z@Lo@d=eqiCtLyj)iMF$k%;jLQkCii=K7*B8ab-`d^!hE;v>duu_f
zpI3Ws>R@qYxf^<jU&GqC$4$-K(h_NeaLRXZ_DHpAYNSFOw0Dz7ve+?qY3yjf;4B*&
zGaAc>=hjtFAW?=)xFN+@1VKNN2rhoSP3jlbxD8rT4)?dM*0()9V({sGhjZs^ntN#6
zH~*fLp3x-YsDQ;mLyR7==uIP@o-QT8mr$65p0N02v=cN~UaxpQ&4NPhRGr`mJJ^98
z$QOYDY?uS)`_aBll|pRUHJra%-QJ=KQ~{NaZ_mi3aXRpvdfgNBme*b^MZ#m@6q8L>
ztB0lwSe4p)2jL6*K2XcT+ga@lO$NSq4Z_`vSEpvFAi+AS8TTzW)d23j4bL7#)4Zux
z+#;jif`d%h%usVsq-lev%;tKb{atY+Qt_>Q?eoU$yB6Q}yH7AePbAxZUlihiO^dp$
zfDs%DaULJ87#zNHv(@m`I2hBjB_uc|l>`nBK<#8h;_8@k2?ow?b(B<?ehRXN+ke<#
zFRHw+>jnv~o+6o+#1?197FE*jC3~Z~wa&$IkB+taw>GA%tte$29rT)Z?T&z(mERNF
zy03-z2X`Ey(NH}5%w$GO#xIs#xc;MA1vUAf%Bgpz<yfez9xlG<a7?#DjCT4t#i5Hk
zP9-Ya$cAJ%Sj_R~re|konBEQaLf3P0sGQm=*;W0|M6?~JM|^1b#(^_E{pYaiBvdU}
z)kZ50Z`1$GhVvSS19sQfWN5`Hz;kM0h7d(~1`0z0lO#N)H<}&2Kr6V|$GY&iBt|?^
z7Lglxm|6G2T*yyR5KKfek|L$L7ipR87|9^{nf?g8lgqP+X7M|IU(T=&wx^FNd_zwx
zRO6KLBK88No@($&^1JfAh44VOzU!dxu~)NG3zS{;Z{p~$f-l6;6FXoKIIK=cW^((J
zLXAzK;PP|h5b0l(Rs54PN~OYYyk~cRu+SAkK4f1}5|38rJDxknRZN?aH45=L%2ZB8
z8{KGC)rGe-?YSiU$}`+t&0gtu2fa93XH>6^m!?s5b5hw`{n-@$JPp>uDu4N~!%gv<
z<`IwDEmJMI)3xC4W4oB(Tgvv`mi{43{jxTH>ARDYPvWLeb15*-qebNfnWmRf{XV?A
z;wa6-mVDnzFWat;i+4$?w1$4chYq;Q`9P4XmuH3N;X81hpLpHqoIYSlAkp6$9<_lE
z4yA>4H2Hd<@;7?b=es~J+WBKdIFS^-+hWgw{O8q|gi;~h8`$+5!K~bTDWh<RD!kwr
zL}&9|7NJ50&SVKp3bxQTsJyuQ9coV6fyk&xXmF&^4%jCi&lt&>T<~qiUKOCNQS0KX
zstY~+-8LvDkb)H!*_kvXJIO>W7ZkYz#Z{L~92S&XOItysl<LQ{;KES4n?qnbg=#;{
zyqb7hE<wMFR@;m;($A{dcitc4U+Z==*geoA)FT+jWF!_gkjOURY=2`DPuGi^Ar3pr
z9(U_QphFlxe=etkqNIKq38r)FHt-E(%o*#1rnO*o@GF9xGBvHfC&zb{P8{!!-{TYC
zMZNSRzQpm*)VkV&G#DAup3sQt)7u!(6_4s~kMK4TddSClL+aK+-5E2FoLhN(Hh+D-
z2_lPXq1qi`Zpd~}%6Nu0v&!+M4)bTXWT*~Pl;eCp$jyjD@o$0Q6T@E!AZUL3!)Ml}
z)*v&kXkB}fwfX_Aq0(VeOV5a^ZNRi=c&mrB$UGwoMWV=nRHsJuO#~Zl_W3wh9M;ue
z`?xX6KI1+Fty(Y8aXp9TchU?Z<LYcW%FL|56d6WYxM|H>B+AQ%SLA7=ux6w3ienGf
zo{oDtm)-PJelZlPQ*L?vj+@tbz!K;xp&f23E(=D!)??AOB7#Ca5r@3dPY#w96tEHz
ziD8FfW4MZzv))hDlowR1Z}gjP;fBf+V4Szd*h*!5w$f;?Hr~@C*w?J*5N%Rj|46aT
z%Iq!LLdmtW-vsx!*w7$OH@=<Ec9<VIeBiLk>IAk2`ko2QAQJB*U0J4h*oMQUJpeWb
z*9vn;E@Z7ERM)8U%}$sCOC&8E%)$l?Yemp|1b8^s;b2bcU9lFbJtr>&yUGRbl4LQ%
z%RmLqJoJE$kBdeJgBc9!EuK&;p@ST9%&z1g{!F($J_XX=;l4v@r_{QYM^^K4_Kg{|
z`dg}5X5WJ63HKxw>}O~0DrTa~De^M|=tDOcVAfGg0A-^lK2JlqqP?g841}Nnezw)3
z-7`<#+XPa9b8bt{U|lrV!=97aM|+>IWYecWs%6s!T>9A<87o0TYN81Mz_kaoMVc^}
z4}mV3sJ-9H*-s>Gs3dmhtJn-DBAY!peWBwC?k*bq@jX|gC<NOQe@{E}+o|{Evh1yo
zzm3ajD>_nrk`jpUgFn31eJ$o5Z3X=7IFlAvqpJ8J0@DrIG42Pz{kwY*M2z}XC|0`9
z_Cm1Q)8v{yQIZ@KSvofjr<G7?$^q71bxipbuqKX@lboTYuWN+vvK>7FwluYji5o4e
z5w-DY;n`?NJS~~j!*d5U1fx(2m>RMXTt?@fC1G&==;Ogy86W+gfTs6P(m3!9W02h}
z@^vHS1oce!zzT_C2ar%(N^=F_o#xcA)O}Z}hvx*k#DhYnF+sAzK9}2(T#t0Ys(D5z
z1Q|#a&>&{wNC$|UOXqIAp3SO(j}%c@!h!s6<Ux2&p86RdVa|A{nUM$nJy(^=e6&h;
zcU(<rX%4XZ(rRy?_nKg8pvPYk<oYD;C#X~wlt$tjZWwpbBQtkeNxJwev|!<V!Dj23
z^%#n%%190_3%}yOeZNfx_g(viQo|&f;?jT};omKK8!T3J4(M;_#1`bEcwR7LH?$fK
z9T{}A$kOu=%(bHSdLe_Fz`mWKfTHu``>Qtzhc_{GBhrNdtOx@hH`V%oG4=L;E&l)i
zf2TTAGAneZXl%>kNhK+2NjvFe9otG<Aw*j(MngU2nXFTEGFxe#Zg!p(St~<`L^;V?
zMG2Lj+Il*zoQ%9ad;jpgT)vn62gl{uaXgOO{d&9J$vb8yrtJQSkLaD2?#YnYiAgk%
z>_~<MNU^&15F{l9lFx-=SYl`VWHiV^^GP;ch`FFfEmS_tgCjf2)@X(_gpN_npTx>|
zT7Fqd%G8HPC=rrOd4_r2wK4fiAL~O*h*a{o^!q4%64qrFzPZ~j;Y8uVLPp<TZ_b+%
z3F`Pmo2*G(oelA6OL6&ws>VivVL~nxG5&p>DWbv+L;VdCkNY(N!>#~$g7C?o%~rHr
zOra6m7I^8T_UbAn{`ZskV=X1MeJ|m9Sd~<gtkdT(x8PJHGa_+i30Kydwwh%?T4=q7
z8r{TM;1wN18XPZX3oo-;5jzM%2M~d9-19<U1XU)h^|dvWz1NRolVlYaGary8)GQSo
zlxKD`=cxKEtmbrJ*5XA*-S%#u-v*gR6n>Em-Kd<NCxF+e?XsTaSp?XaZPCrLAN?(9
zoyvd243|$k6wT^AlDwYJ_TgHk_cXhZ)kyO8WrzAR0$R6d$_O3Gms8t<z0l<j2)u%`
zkm$o@T#vdkk<us-HYZ_1?A-)%D!)Q{tCK599%PpR3g|v&uGnqP#wyd$G*IGR+Det3
zbtfIQ^V=fXN{;jyO6imWL*tV?MW+4_Hn{s64VC5mE{OQN$eL?7+$X)44)zkmWXBBG
zG{GzHP@IUs&wsU-dpZJu+OzQu4y|4Q)e5Iw-mbbsNBCmch=Ch@s$*}ayeNYv0dMA9
z=uE$_50k&U9nxT81=2f0r{jg$(Hfs8L0)KJQSSzQuCrY>EOHBjvnZC}X-|;Q=iEVw
z0B%VaF-vZ}_jK%F<3-7=Zt>A{rBtSn&k_(BpVV2gdiy5<+5}48hH1_rt}3gtXE<4R
z47YG9=uY6a=g;ik_P=vFz=5-F>38V3$-%4T2IMqk8@kNS(u@g9(d$QGq@wVhG_)`z
z7_d2wJtW=A$0>N!h<OS|Qvk}d-^u~6HOW#rZskPa_!tt&RmuoMt!vpyV;bmY?b`uE
z@g&A07-EwMUG4=ncePGasH+VM4nV0WKvHTWljx83&mvm!Euzj`wrNOrU#<>6z3Mq!
zXJl97pEDu;_p`QcrRlR}cBUBd>cFBm&fBdPZ#lQf%=GFwUpxuCja>EY=JUPf*dwwk
zaMNmO&w)5nj}ujP1y)Rbc2O*luJcp%92mZQjCK0`P*}9>#wd-$6}2>GRzJyDrv}ED
z&DwOnJnb%yj*l9-hHEI*)!-v%Mdfj%37^LvI`O${(NXHy8G!@hO=JZN%m)kQPnrLK
z*sXWrG2`1lYrBuvSyXx_jees$5PU;$ABesSuSLe;fdM$FNpj%Th)s5cuo6D)4HxqG
zqTP*f!)<b)u2#`Lk3V<CR3@Og@e|@C!`Z9v)q2HYY9NEdQz^z?JLj^IrSt!eFqdtI
zn+s7uHQgFH5`*k(5=gDlFcO%P9TJ?&vNZP$87Vxt=IP$!i$5M6ws?KqC3tqliT8Kb
z2X>pDwl|*6dFvw+jf6@t&g;D8-Rk}f?S6zeWRKZwyPLOk&L0@w8M)aSt+UGuJ&6U%
z)g?Js8Wzb2R~m$sj({i!X_GSBo1%pu<_Oa*Kpdg+T`sEh>Yoqqe?87Qc;)_`5gy;b
zT)h_#X_sa>X!W-s&#)RT)DE1zt3EEluBq;U|5sPv@04b{(_{BsVfZBkWexeV*%g9|
zv6U;0XUDK(Tihc4LvU{yXNyS;TUDO^iSVuwoq}O;V6ejrUSZJ2DK;3rqg9?K!jiB&
znq)7(qb<6>R@zK_XAsil7n16*T8acq)7PEOd@%3WXCDuptER!C`HPTPcv_y%bOWzB
z;fgA2|B86EU{+t^PkA#NYXK0Z=xGtFYZ&st9knM-$C_OhWd1k-T$0Kg<+FLoiIKY-
za(h>7#I>D8EOpe<nu)1XA&j9!Z8!#7qH4E}U%iAdCJuu|`qRYV@mLtF93Wg}-`F{_
zQm*k#TB!OuoHnUg6Bzxo`mhpyksRB|eS<B&em!A~2G*`#zW21P-*9Y8Qg>YzAGk<S
zo@*??CPs7}^`$BSRd32+@3Ydcy?L}iX1kDZop42|8FxYT1aQOq76F_<x+GN`__cr8
zM?06p0q28W1!{4)!K<i=v!`B$9<@pOmo<8{671Jsx_%m=X&6bBf7H)5`4@{o6HWNa
z7ZisG0)DBszRX^!zV~dyXE9^HaF5|wn?DHpx-*j|H@o!1npF@=Em3&=IB{|G!PRn7
zF||_abloE|wqG4E=^JFoz%|wft0)x8@O}deLMs3%)e1wXgu>))>?os$R60%|17fEs
zlzUfq<0*_;fjP+7u35VNQh$&~!&{@jev|}m54|zj?R~qn=5N{6Z%&a%*^>{XB(#+m
z5g)g@I{$7xSE-mF8e`0%cv~0@jsf%3!lHqQm%~ZBy^b`=WY{wMMlwN>n${Gwec)8e
zhwbbPDKydapft=HR^->^4p9zP;#$3$r2=6R4Sdl}R-ty<+5kb#)*Lr+w3nbk!xaTC
z=IyDMB(TA<7Dr@^Rv{F27rM{sQM*N3g|lLvcf!>#_6sc{EZjDaZ(T0YHc$U}cPdjh
zSS2`B)%AOXzyND>8Eph=+|RRlvpiL576rN@)LW@O`_y}a7<KQo%@o6X0XNHu;Xij|
zD^Uh#$P=Noxhq^xP;Tk8%Z-~8mgqb$nRJ|aIX9QZHje7@4I|A5kdE)(nFm%3R{$)e
zaU3eh%1ju9g<-OoHJ>*{%#?bR<&2z7^Dp~aEp{v4Pk>PAbAC)-r2RyymnAtFVm2q1
z9ew6<uhMOq-Li*Y`b?WHor{c43`^d42zRnSx2hXAJ^Of|AZ3)X;#0bGVSwylO|U!U
zAE2C_d*L+X!HQ&C`M++IMFJSdU)@((ZWTkOl7i{(2sp&E5Qw-N4a%}aYJ?e=9mn`C
zcK$BN8gI}1o**BlpixR8oqZxz$c+b9uB51yh3f*}V5t%`X4%e|H3JkOLn9WfvCO9B
z5|ShAE)pzUkM>?X{Lpei_=>ehK8edEn;z#b_`G-3a{Ki`f<1fA+}*H$|GE7aN<sVY
zKHYz2<ZNxw$1yauedo)QXK7D#RIV)9L3#}zt`iosTfk1fwu)c>DfJ_G`G#NGq?ARs
zh9X0bG%5#UUcnrD;2%DE=!n<RXdKgjM8>emEO?p8<v^$xrIax>TNxgjVp-Ph(Ovl2
z_(8Cb(Tc<DQ^SO!%<-9?IaeTgxBx{icDp1&Glmx4!8h^DyUH~aMP{6}rl5O8Nma8!
zzVgYoK3Q_$qQ1O>Tq`NkLy?8JZJ9f9Zqc+WX@H2G;~4TC>^i~#Aqe<&+A^5@sXdXA
zWNAqYih^x7oHKz4h`U*iZZ~C4NCU3!C}X;}M#wlyp=Wl~5+a`PmT_;+i+5kSFuyu&
z+1pj07XA*`6@Ib%bkV{{7<q8gell1B$m}a*F%cq@`Au+3e8$JJap@@5c=u4Qzybor
zUWP#){1C;Uk$a$9G)=7zxw&Va_n9Ucqe%o;uXuV$5(*W1ihH(Pn8B~o$i+jk324eY
zf*<$Tun|L;@qp9q0-OT}aFsym2cNMq^~nn*a^GhI>!0!UWh%^$Mpyh;tJ5)d|9}F9
zjZ%RMb}xdZ`4J{E=BzRCgp9WVKa4&<+)tN$anXLUcZiTklDjn@d{_BIN=47V-i;zC
z^M0%1Gw;hJ9iQ+YE#OPwkOEh?;tN_o{JNpI22s#KmFXjf&)W;pgE#?V(&P%e1LTaf
zCdHG$4GD+(trA4!EZ&`dTlsrON8B)oaIG&7kq843kbp3w$kX%A3;MC^FP|UUTP&^a
z;{Nw!U*vU16*rFn1c=IX+QyVdEi`p`X6{&Wcit9udPiO{MwV{~yOu9}``7rghdCCw
z?p>$v<%KV_xcBXkFNG46iUf~4VJgbnmJX8BV8O6dTS&Jxu(j39BlWZu^0DXT{|@~1
zeam9c6RS3!zvhyt`>?jJHR@L-nMU>{Ob$ji2~}-XSytdV%^`1A(|NpRc$A*ENdpq~
z7SipU4&bBaeYX%QhV|7KqHoUa%M}mtC46J%mEL3etOZnU4dqnx6Jm9>HhbNMe9F{d
zPhGa*U3#N5Dx{9|-bv@+i);Xl^`{zQJ<th8tqmL|NTk7lvm8NuR)I;DBS&@=%pf8u
z+BexSz@BfIPXOZeIjuPYfn+QQ6V>gB9zT2?!P`}wg+03PRXo=2ip)BzKVo<n<uhV#
zDPbrM7c|&o+$d<IUQLtgk~L0ob;%h95}K~8B1VRuYXL;@_>WTM**(JBk=F4T0+R&-
zEKosE_az<=xSxM~eV_B4B3`(U6f?DD5eEYOdBlF&FeQn$ur9U+^$b=fKmpWYzu~hn
z-WdYc!G3=VoU)60{a;5m<P*28AS}{L2zTRVhsD_IP{vfspBxToq{$waVzqL?qN;fj
z3gpSk76pxzz`CT}V6mf4)8^PJ#gYbvFf2*KZ<TLn3E>3v1<woJT*BPV0+4WRpi1n9
zKbw7s;em3OhD27JEzXQ`YYp7(E?`#_>7Pc(lMDl4zEDBItacJegq{?vYc{@9E_x}E
zWKEplUw;)D;o~BbgzclYsoE0ToWlGsJ%9}I%P#cy<qA#Jb$qdjg{Gsd)hbv^OGbyl
zVHnIS!vr+X0cIJmC1u6N^?PAhjzPYDS=<;q_a*8C)Er2`@Y`?U68QVt%rCf^(TQo|
zxgk~l^QbA`3<(^eCfp{#su>v8bc$HA$6~9n=pv3(WWL=EW}W}_?`59hrN53p_;P#6
z5-gyKYmAA;so=-8QYu{CTPzeyFQ-fY4-ha?_RmG)25&_4yh6T7FOkxODM{+n|Elxa
za|P~-5lm^KL&$sUcx(|xcR=%qgE(X+MPq3m5%Tv``})|x`8SNn$m||SYXnTH<7V1|
zhy3TshZMiMQayTN$$Vkrst`UCR!}D=)gWIvSYgU~TsNe|4p3z}_zOvTtyf!H<n{qP
zk+|y`8t+?rWA_e~6Fn-C;k)oJIz5UfvW4Tm>UNfGO<165-Fi*)M%F{7vDxM~bV5}g
zOwBP{V3SIO=|>sx;K+cj2f#2JBnj9Vg1^J%EbSQyF^0ggRC03pRvuJL{?`Kz1cxu$
zdh$pAGlO4%`E>uCx-S>rG9sc@bt}FcX(!1Ly+UkhOotaVtgC<`s|L0vGzpEiXvp|z
zsJdN%SFyK#1$PdI7E1Os4T}?in%%hYCPM6TOgwGR<t@*(KK5#oozMoGg2d%AGk6}B
z<0f@wEJD2;g3g2NFwqp^&~V!JhB^*&t>FLyvB9u~an_q0kgCsf%R&!v8F(jAOrnQv
z<3N}bdj;9dALK?eC}kWu{}_*L<sJooInEJ@EmY0fqtE)=u*8_i!SS8MFw;dtykZs8
z(NVO#owzCLb`1M=to4fVP@h&`OWCoy+V9nTu>-NBrMF~dNtK}yhLXrgpoXph-8771
zKi!3p89ut1jf2?=c-`^(ZQn{eeqM0TT~qWu^W(=KpC_WX9b6Hp>u9M{j>gA?laU|H
z8Su*RxG*wif(U-bYsGhrhWSzn(+(kFsU!m1yLM*q&VJtQD92Rl3*we@1DXx0Fa)8I
z^4*!Z!O(0HIp%q`h^>N>`K(KD!g<NnqQ!4MC|5`M)er8sgP*67q!)Hjb+#+P!qpc$
zZdYR10*-v)+ya&mVFeVT;4rl39gnfH`HoK`(W?kEti!ASK38=9?diWZyM=7L-*vN9
z*}vZp^l~@a)~~=aMi(d1;aoB-J**k2meFb!leO^Q7<|Ocp)A8Ke(>KBhs*siF=?Ys
zsKZzqQMiYde=l9n1Tmqxc;JJtQF<M3q|y6^0ZCsWYU|U?^|kMkAf>tsgeS_fAX~*(
z^XtPse?{Y%zdKjZh7X*6k6Wam5Ei!Q4{{KKz_N&zPcmnM;Pk*$dw;tpG_)uPy+i}?
zs)&ks*Ij#iaKnNFbc^(LsVY(jW*};?mLHbvA=%{g-m9tP&k;xPve4NFQrqX&ds>(L
z%({rzS;pY05nrNzo{b9N1flY|6c`?=%mOb`>X)edAG8{Jqm?FcbE>?xl}oL$=b@00
zPm2s}Wq;*uoD2O);Lk7ftyrzYm7eNkjmg)GM}%FMCLImrbYz}fIkJa$&D(;S$o`)Z
z35#+`kSnKw=@sIR*LkA4TA26k&>icZ1!l3p#g1C9WjqNT21$xeguw>X05zb&W@Qb&
z7#I{Hr~tcF9%e{&lCeM$94KP(BQ9{PHrE4O&#c{$7z5@282|k*#Yt$}Y{cUaFb-YL
zU8C>PTW|aI)GCK@$L_BN?bn5tzX~4I{mz`}5fe_4M#EAw8k^)o8-O;qPSMrEqlqPc
zb2OXu#A;fXr|0#kCy(wcvdRnwpxpb`3|J^N4anOZB|GkfjS5hN7~LGZ9D3gG*S+ab
zcGQ}FD`vhGj3BBGJ>Su)xzfoECeu`04qSL7T<~ab?O^VM2+j4VSC)4F94vym@mV>+
zUNA#n16Q=#7#IYYrUpw58UsLffKa8kC*OC}o%|z{A8Aru_hB~=-29bso}0B=Cwq1Y
z^@udO_Ueq?0$4o0k(_6VP$rTp)nI<)^4v8q&_;*8m6_e`Irk6j{5L}9y>uAIt&BHC
z_zS4xEa~^gx9d#A86d|Cpz>A4Tx_KJdh4xFTJvR^xyB%!57*g)d$(=)YCTK~mU8zS
zdLfV$F{TcOr5NU9S*2x0Gh<N>C_%fu3p7q7l)?_@Wx!G_0W~-r4aLf(6p)|*gb62w
zR7b}dCbgTfxcQC6$PqyMnrwqlx2tr9(<m{t`#rHm9_TV8^NeYvxnoZqh3zlQ8P^Dz
z8OA}h4V5x`a5N^GZ}Lcwwj`A=Nu>xk=v*X=+~xb-MKy|X2;t*K99UO@OG>SXhiRvf
z#cbDz<MV$`{s07z7T^AU?$28j<ErH={{p2O6WfBjyud}0BgG}slt}YdCcz2gC-e4g
z^)2QLL+AFgs$|97;^6^<Vav}^cykmIxUyhCJEf&v0Su%aSYIcWxS&ZaE#3IO@+}fP
z>^yrfQk7Gw-i0TBl#4Es9;Mg#JGsKxkO79=b&t6|ISGr+4zr}El0ck*G5oXA`fT{V
z5QJRV&Sf+xCr-B|Wbm>*?lb*iF4zx<s7<yWn3NtaeLw!X4lLY200URRm1xSEeyq1d
z<rJDqC)zOby9KRTJnywx=NO&>;&Lbq!xBQgA#gM_ekZ1(RG4gy919N7?!+ws6f*0i
zi|bK^cjouK8M*UdODE@_$On(l#)!ho_kI>YIHODHivUN0D)(!D>XAGQRgNOAN+Vo5
zOj~&JhR)}c6YuM{y;?d=|Ir^P%U6}oHHJcs-Tm_9?)nt_{Q2z-mM8$^X^1nF7cuuv
zW8v|nEO4&#lvOwqL*OttYug(d6h`@au-J^r5o;jOGO$2^Ku44a&7>%6V0&kl8oZZK
zBiUGgEyv>Jw=crT6YDDzA~%+(I*Ie-(w5@mu@~#7mxs<lY1=Q%7Q8a?Y}UE^acP6E
z0o}ztEjh|zhA%u3Q)CbV?74DJF5H`?lDQ<c--(awzkkMvm5aKtzyuw^vNGQ8S@qC7
zI0C(V{PUCC_c7^9caUg=9?6j!^R4~q0>#73LvlNqhYDZ`{C+V#-jgIW)|mLD-}i&h
zoQSoFzn?BFEL}W&c)^$d_S1vDEseS|lE(qD5s+eTmPlQ>ovCL(RjCack=N&8A@^(i
z+0fwYD+ji-eW=ZB<M#=GEn)*)wkw6%kFd$&MQltBT~{!ghNwQ%OY7P6hf+cIdAcnc
z_u+bdRdR7yz?F&fZN!+Ji5P&TV6+qy@P7PeVG1xfLxrvg!4z5(iZSrvIl0OyKsLY&
z!h|8VaJ(=9xmlVDGKp0Mi>Pr}c470y4-Uz2XJYtIJ~cSRuAO~dtFKK=@AqtKe2zWO
z;J|VNszWds{p!8m$B(7-ER#ruyq!M}=DGWvyX_&yI(Uh(Na1dc&zCS{Z43bVk73t=
z*#7v?#&Y*%<)+J*t$BPP<nDOJr<wOpeTh#{%9g8t=y;Mz2rik2dLEBK2WNhrxMdkb
zkP~v61!e+99{=j}@ah^INv@p3yL+r_>238*oyz=PHuEtq2zVsH><Wb+tE;P&%Z{Og
zGXf`+y0e^4Ssk~6uWAvo@|t%PbM)d-@uh<U+2aFVc8C=5p}|wUH<1FKTjMA1fLHNE
zuV`3hXpt>vHOfvg@}$aq8~zaF0cXhy(n6@Y3D|7wpHJ5cf6u+g)J@VNLukZxL9rDB
zgB3crOxlBKl=*$BRYHbDDSC#|V-EA8gbYwaSq?GC3Jwe2Y>AE`@m3j0F%WkKv^)@U
zS&m6qBo8~tgCRp!M`P?kOsn<wOrd*{`$B7`=GxaLypvP%%{DSAl_0y#rC83H3?mm4
zp!1tB>V$PMs;SxPwW`M|w_<`ouHf|nEn4mDV5JEeZN|}`uNV|VRtbZ=efvVzXnIam
zu6b03@?XAY^}c^xuWbaKNGTCG@G!0vFATw6XvJc$6+X?gKa2qzZ|rLx+xRAl*8bL~
zS<O_sVu@7LiH6I57|gJEuIO+RXk??B1F|O3lQ5_6yy@4<sej~<>=bOacbZ_O>ruI>
zt2bzvQ?Gk&v{)eQ62ch^1&`a`(oqp6;W$cL?Ed*}SgO8|1+p5y$|PYK^_%bsGN$nP
zcBphX(d(%h)K66)+nw}nn50jJ3B83aMB{@EF<Cmac|-o5D_6*72=DbQX1jqT2^ePc
z#Wl973e8(I5>!!zr4qXE8V{JapR#P+aRPH93(=lmKG>ihokBiC8CxOQVn>0875*&E
zT0-=S#9t$*L~zry`<<xAO?G3cc9rU>OgH%!c}3rFEUZ2``4m3^Ffmo9Zbx`KpE+(W
zx6;uUD5M_H?H<%du{Z`+)~B^WA)qEPeZt-(&cIq;>w1<mx!_+oOd6vu^0a^_P+Hgi
zm#^lJ^X>DXr|-=j|M?Xx)MeYV{j9=8<DFT9?}DbyS!26J??3xEL~F6=DIi+%<(QN)
z<cSYDbfoDzn6r+r<QFj(6(7{u>}idi+rZHV{G=TjMfSC_y@3{vRokK3XZxJ*)I0z9
zWxsKb9y{rfx^N?59)b0lGx~ii^m4$+y0`VZM3QNGu+hBP9agwC5xVNg#@y@~XVm$(
zY0=l~{2~|qxo)T>%pkV?&**gcoAc=$=`{^UY7HZyF@+Fscjb8UwwLr4<=}-`DID0q
zI`Lw5g?=Jz%Wq+z!K%ilmygts8Sn_%n%|7Rt)*`!tIy0|9Qi+eQ;$k0A0}!7We2GB
zWFH+v-HRbNIUtm5Yzk1!<_kR0z@u$3tMm7+q6vOJ+voP;OOAhg5TJIwOd}9JN{TB&
zi}7O=2E&W)oA0*by{&t`vn2ovO+nU)=+B7hkB-ROM&jgA^@(focy&|#a}mvIPbqOY
ze^@*%mt^~sdo%6kq}anM)0FhSw*QZe_4xmhv9Z!3vyl5w-~GA1=7>d2jn(46RK1V0
zPF?eENu;z@&EZ7zu`asV(L<L_l$Gi%$6Q>;1$9*P;`T2RiZBR|oB3eYuN-NRizv>f
z>d<wFNvVgIw^_fC?e{{jZgpU<#1~?MybFdi+SLhhqRM|{KuP>ghG<e#7H~Ff@LZ28
zU~u<k{tl#$Ak_kU2Q?ZQH|sxq2V00OGLMv^Z43s^J`}w&pqc@t+aS|7ZIXc}7T!4V
zdr~BYzNTn4A0dOE#>S{Mnm&)E0o3sFm|*=tdehn#*_u@7XrijA<25B!2kiiaM9L+~
zZLZ89sz~NS_==9{T8Q$6PjU7-c^Eo86b`7mMd1>T@z#?5W9<V?Zw|G-N_TkTVPNO^
ze3`6~29^T43RSE#{$Y9*LQXVC8M8ewhsA<>6V0XdjPQRLaIWGOuD?qeI}GZ>BUyEM
zZGQB@!GZSmth!c2!)E}#D+Th8#_$il{BvYg+k-~<+UAY>=CnlOeq~~UP?ETXrYIIk
zJ`M$7)mm2>;KEo(h<Ozg)m9w3$dB1D>_q9#(%VpM{lo;<><S2U6gpQEOz+<oYU`kS
zw<5B&EPBbsq)KiheOOQ01gn~h-z#+J$-31!9`kkfKt-{T9mr;VN&I^@;}6#nq<=L<
z*|WlqH}uxyP4m<GYtaMm;Nxv;iESc+@}r}d%`^OJo{!`p?v+HU&L5Fw=2PK{`JlUV
z?XKCXgVYb_I0&DAd4g3M@OeK2>D4#MKrD$=HVlLjH$H)A`u&`fTmMQEH39H?<dVS_
z4(|{woiHFxCF}U86or;tVv!S^WGs*iIZ%CFqb#$v1$Pm__W7TYM2be79=Lyh%MMr#
za#-S9%xJkcE)@XEKKpT30TDFH=r<L<8@y8S)y8{CV7UFAJ%OPWrV$HHcL(>6Nwx-_
znR|EQ`<JmH-wa+`!l6%t?W4)Jq5<`mMBu|TE?#bv$vq(8S51HDVZNf?qY2lNry_~j
zAy(A7ssX8`-=LKGhStp$W&e8-jsK|VZ}RI5h6A;9D`;AVkO~QNhj>16LC@i*vbLVd
zJ|*7$81((}lK%dwjLKV!BFc43rm{x&loD1=jVpGg?|oejP%Da!S{o-vF!taCNED=-
zjC7-0uhG$l9M7nWB0P-$>UKF{`DHxd#J;+QRlNz8{kwKfj^@1Aw-Y<In=02VUiI@s
znfn8?LoP&3Osu*!Vm{I}aihbNlU+;Zz@OGX*=I$nUWfM|w=WpB^N6f85Jr-`H4^*a
zGw&Nuk>7Ptr9Q0ao~5HdDc)Jke9Zh`-Z^iX^_R`-We#0?KMjQ=cC(s<HcH+d9f=58
zp6P{D-HD`L^yMjJ7_!6G%Jf3d!^Xz_s~!fQn65Fh%RHV_sIAd9?)tcG-2;g$Ev=%n
z_uv4<TddBmEJWUg*=0p-)&`V;V|(kWAKoP`S$QCKeb+`QtyoXaCG<uu)h<rRFKe?0
ztM+<np}W@MIgYh3N}2;Nte`%nU||neA2*evB`e4&I#_mC&{6TR|76pZJ6%m$WxYaT
zt1*93_~bXegO@}v>^DMXXB4Mj#N#y^bOr~-7P?+3bIyLrz8<B9!OnYSueOQWvXj4G
ze+PM@zM>)E=$NQsxhB}+j%lFm<kufRrzIJVl(HYTu<u%AIfT}R`6chfN{!%Gm6bs#
zq`uD3;S)X6<n%t~^SrOzoyARfudb8c#cLL;2_sMa2B7p-`D%da6PjwND<9mKS-iig
zX8p`qrJCh-SpY7=U}cmj$lBWp;^j!SLYktB!>0zP$<0mpV`*Wwe`l;sl*esvFHS!B
z;g*iw$0I^9n$Fklz{udRw)iXqi{F~-g3-IuuYg0IxojMLY-D&cp3r1`{=JR3@HPBJ
zGryhZ({$qy8FOiGM{&g$<Vae3TfFF0?(CCJ!zK>{vI}l=q`o8{RA;u4^$~3!8Kp##
z0>LG*FY#=Y&z}#on6of5VKpsil_jZ~#A>rw$6iTJ^^A7NI2OKJlfgZ~<$hmry&tz$
zTYQY+n;6V^ryMsF4F}l&y_TJ&0urfnlPHXQcOkr~$_p=lsSl0vFV3%JTafWdyDk)-
zfS|&6(p%a2Z>;c7zz|F@IfMq=CG*^V*d-J<QFce$>(SKU_Ge5~^{M;e-&#b{j!;Uv
z{b@A^D#8uhix-hz1w}y_*XPX4r6CHx5~k<jhANs325Ap=yfR*Vk75UfArt|zZ-J3;
z%-Ix=mNpDwoaM;Q>#=`N3J8fmLW%>3gQbzQk}Jl+*wZOf!0pCqE0U8N>Hi8xEtM+k
z;+M(kiy{HjLojPbE;=vE>yQRDbzHvEjBa=FK}LVXqHSdwO_Ux@I%C5aJnd?eDQFol
zMd`ef7j0#Cs&YIA=5iczF=l$%CRhNNP#_(}7akA_u1^shG1*6YMk$>33eA<=w`qQH
zLDoA_ap1i7XSR8}9_^b8+WU-j&qEzx`nnwA)*SwPz%|=b4C}V1Z5#e@d!NPf<zGOS
z^Op6iFfy6w80WrHryUe}w1FrFPSRO>*kO%)IQ$L8ZqbJpf@{jyeaOynMo(UB&$S(G
zFC`?3WH&uyN{Vqh)>2$|wI{5&Cu>v3-n{OC&{)ySM7Zu^W`+Y%v7@eq|7O*K)qCdM
z?|)yjt#@QqQs;#irk_^rd-JgH&cnN9N7tLISZwG2Y;D1-%|ikEeT0M+A?qdvj#YV|
zh}`mYy~_h*8Lc4p)iFsZ#`7N%$hra3Nx-o3O7i#)gGTTWWE?_jtxJ>m=UnO|unmJ^
zeV_F5@5wOCYg(HZ-0=4G=Ra=*G@Lwyj*0L#Wb=}&u34$gwDBF}Lm-%>p9XW2g?7Sp
zA91{R&Zfi!S9~BbdHlJjXEDKZLy;9e#29^e;`{d#Ge7A<Eb^g^m8IePeyvm?Vdn9&
zQ2<Nm0ptYjC<e!9p2yI-K|&n@iqB4+9aJDtx*!|6F$KxaNy4W2kK_0d7(Hn{SSlrF
zyguuYFRKdEiE(qHnz+?XtlE}g^`~Y$O0^FCP9E70j*BG-BVoh{Kh|(<(~a|+W(Wr!
z%>Snj=pi1ae!w1z40E2G%WDmf2`4F=BCYp~6iH6i^|c0yoqQxnU?%6`m-kKnixB=_
z-+!Y^o|SG*4AjO_J|8Pza3uSx|F_qczoJgbMA9S%aS_2EWY6iCE|Ejc*bT5Q_!7u=
z&&Ah0+%I%tIJBkPX105M?T^u3``Pk})F0Ji@7m;drJyK0?(#TP-6|IIO!yuzOeY<h
zod`JQP2C91aL2~@73^Z?-}YOCPyzwjn{<P4`$4KJhW*~{$f|q!S@{{GV|4-VOI-ur
z9^gqXACqiw4cm}yuW0DUJ%0`Yx3ui?Ik$fIMy8=K9D@#-LSszu_jSxbSwKL2uPtKz
z9IWf_l&0C~HzB%sa_hR=5wiS#D?Fh{9E|4p4$RTfQPf&5p=fT9nw6z};oUqmn|y!H
z=gqHA0+X5uVWKB2`1}vi5~H`@R{V4F+>cTS`O`9&>E?w8ol3X|Bec(Q3Xd0BH#wyF
z^b%x9dyXLppd-h^6Tpu76;{-8j~<9g3!w`zxEZk2f@R0g3TbxLqP?Y)hvwp(hV~Ef
z8sXZMsXiI$I2qhZ^v&hJ{YtHo2s7JKXpfb!vKgW;RO(i;$#Y+d*=habWkLBz-R|6d
zYq7=k`{vTUTUa}Ouspvkf9FxNpvom@fvL#<*AH#8!>(RO>fy?vosHGr5Y5S2xC{}u
z!0l&-oLf1BPi^KU2CUePd?}VNzTfj+(^T$7nL~lo+h`6wj+562Gv|E5o}Q0$T#BJ+
zz7VB`{YQ1lm3df7I$xR7uVHpTYsqX5^?=4s%`-82bF;9_Gvw}Lt6vdais`Ve*P>c=
zewAdy;7ET?(&KXIvZu5asfw+_@DCV|TkOu+x7;OV*N5<Bec?`D#I+|2>WD`ie_d5H
zjUzbuj|a$Wy>*CQAKE}i!5Q$=#2^q8@ebc1k}kys^xDZ0h)4vIqt^{9r8{MfQt5%y
zm!fy{&e`1@b=^!)uYi&1)X;^}_l{$f2If-7Hfu};v1^;yhMdZ<gxU2JpOwQR&F$HU
zoT=S1MSeADn-orR6a&xkH;KN78>zXn7hL@}iA)Bg)+v=UMQuca;asVt%64L<1_`5F
z6EN!4nDpMhxS%tEVvyuKTu{G$@x;eFl%d_(fd%!YF9~}dy-8VpYQE^qxsMShp6C+$
z`YrY=Bi@}`*u8hb-v<?m%T(M{Mwo4o>%zfR>c&PXzoAKLTfowXnGO(22xLe82;xQz
zN>2snpG5?A1ts3)cA<|RIJc~IgqkpwY1}jTIva{td}yfzo=a!3a{qd6_+`VT*6<9~
zvn%`kr~K_QpH_7TTDbZ?JOx)ie*7cX^4aTsCc$rvE(EnFc|n0rM-q~i=WpM{MBJCt
zc-V6=gTKN9o(F>-E)noz0=PWUVgjf58FBc?J&fpb<c1|WsDns;E#j+8I(X4M=R;r_
zSPV8ZDfjULx)_nk8%$FXPMFn=v2Cp0JON@|TwjJ?8%yoN@M1*zOf*9(3F@6$rumyo
zjlSG5ntoPS6I!<s!yb#D9URxIs$JI%V2dr&D(pE(jk3qoFx1<u4n-TN>*PqufS})7
z#Ze76aKTMg#oXTHTW!13OQmi%W@n?}eO%pxYM>{^kS0^>f@#BpeGU5kz?CP+!OBLd
zd<q-oUkQIs61^hR<oDN?hlcNbOP>_1e?(Vos7y%fn2CgRSLfCizzJkZggX<Vrot)G
z#p)bzgNuw&QT%X4C_0AGg&|{#N<1x$oA@i87A=0-5tyZ&c!CerJm5sg%1%Brgdl~I
zOlx<^9PgWBBIS;tQ3xrIP{3>@^5;6p{RH7pf*)+q%RICM-Z%tl?T0DV#YZExNWzGe
zT)*D!&sFdI-V>PiW4~xU9{{MF;LsM(<&hc&>8Ri<g(w;X1MC!smauv5l@4ko5Wq39
zbZ$$iJt7pPc)1>7u6ysCUcpNTva-<`8X-bT(5CUwyBnWt*^*_jzgDhlC@8pZ?f>xb
z;%V`5c;+vexqrc8&Daz}G)!S{jOcNu!#vk&{PTSHZ_#Bsu7o}iOy4K)Dol=+zuzsv
zB;e?ih_5qeB^hP>GKEr$f68%i2*Blrcn4N-AnV7MrSmZR`pL31cS1j00K4g>5nx49
z!4eN|RgV*)EYB+)?!5Q3gXYOV0zu{=y+n*py>#rV?m%p~Y#G0O%K?L-%zYV!k#RZT
zs+y}1%oRP%_x<rcVZ!AEWAVbbp|?$B`~AeRY=hHVa?v|r1gZy!aK@za#UD%8RAUUY
zL}-7(1Zb5acyJOMU@O@i7$(L8h6!fHMnG1gR~!2mJ&_ezHDcw2j+R{RQnKU#2jTB{
zK{wDM%esfl^I_Fjri(b}!+F*mLuihKn>eTW_0t0Ti!z8x6;lJUW|u?0c4kF@<x28l
zuzP_q96nQPn&|WWvytuLWee%g)>`IMfL~=H?EAUF?q^;fv0OE5^leSPGb4qeQI1!q
z8Y&$)K9eDHo^!Oo1U&RGW6wc@F9hz8^_+>BL7!;Fv6*@O%zicmkq_8&Gn5r-XH<wS
zbKdjJ28;laN~e;Gy<uH24C#><z)r@*$8bQGJTGW2)qV|jU*<|Ld;0g)y6aERlz5aH
z3!`Tv)(hL!<dbzAy@XV4Ou<ylr0F@fo=L&5rdEL)vpvLxpm=iK_s~Z2uFoPGw-h5A
zL8fL?nJuk=-?C=OwSdtr13|Xia4oJPO4Qa-S5kH47KL4VLJW`_0yEOnl<Fj?RdnAl
z?zH><*`6Vd5Y!@cY!xO2A(U@0pbLEo9-US2%%pCYyr!g(mi)UYEp7Su1}92?K<RNi
z<GRfc|Na5UhO^GA!bA36dDRuRMZuuOZYcI!mbPWa_7*ZF;S`_O9c2C&ZnTG^1ob~m
z^hGml_NqSoBe^LX{t)TAgyE-;iI~JA0(P}$MI#>6HdDUqV1$WCIaqRlRmVDqZ+Vfp
zp)N7BIi4+2Iawj^ooO5ZYA}6L+|+EJ6Q)|bEFNDnC$pRy$(xT85C`AO#H+;pZuKHi
zv{a|(CEvN`RxeZs+ju*elsLb3X{XegHZNRsBAeY^zwO}d^9czzhWsCiFfWrhB?U2P
zL;5o9o^>&s!2VDAHakq@3iMpC+AwUt1U;=>hB(>iCMcb0lGX42p)Y+tvzlwUwaOsH
z-xge!^(<b>S9)L3co5k>-hZLsT<ZAGOGLmLq>I6{k!P_@8ycq3nS)_S>rgoPEUgva
zuXd`?)kKDQ?I>4tkR;g)Rlkz&<gG4SCtM^qN5zPdw~la@I#cfZ>B^mce4W1cU-!#V
zOhi)^^yJpwj{%}PNs$D<&gB_Z@a$HggSvPHie`t02XB>{3c%x4QH!cGzb((PVb6Zh
zT>p();B-t>?wK)XkA0-WnOMY;NY0_9>qnrH#%T;;8liN~4BH^C-gD_+RSuGX({szs
zsbc1=44DudT7-wjAHF0U$ht+Fm0ZvY?I72NetRwQ=mZ%b67H9%GJmQsSs`n*SRSI%
z8km;gV231P4QcT-yE7W-dr99J7ZU$^Q@pL}>vD!l`9gm_EC3$l;74FvtmNgdz*rBm
zO{Q%@Eo}BYTE}vuLxi48SmEp|8jNz^e!RxoE7%6;<QR9sqTJ0q;8UUK2rp8N;a4#}
z$QMet8y*gZ@+43c<3-?r_E+gH+{~PL|G`DZH+VAlykunb&Z&j&f5oE-4WOo6S8(%I
z5dq~1`8-@v$KgTDpqe0B7RT#|P{r&w4;b*>=hJ(v<m#-M)VOkVEhHk~r5)scrHd`h
zX4Vo1YyGvj?R$v-mSy$!^kw5Kk8M8l@z{u`+k?Pg?<U{B!IVnPt&HI|x_DCYX*Aku
z%Gg*@hRl5wLl3#5@PwGR!X6c$N+h3e=?y`XLQx?Mfw_Vl6D%bn^=vC3!E2h<>9Sv`
zaOay15FiDVC4ipdO834VQ5g#xrJLC6USiH*NyhqE0msv13CO>s?&>gZi~{bN1L1fv
zVd3%fEUWM*{T<E;Yv*bC8V7YllfYAy@ov?<UCW;xyOsSzXxS*CwQd*)eMm{QgRuj~
zoq@Z^++t8e-dgZVD{F#q^{H~u>Q$SA-d}z8O|-@C>zXAl(Zb~KL2=Kws|G2Hb()+3
z<V%XsgxSRFN%m9Xz#-OnxmaR^VKxk^WAH(T+g6Xoho`m;-OLM$E#Q!ft&=y~9N`rk
zA8Eg)HTkFUNV)E5jw3fKFB^X9)grr)I_`I^aI4O+>8rV2yo=tQxYIbwUx?^Rf}y-f
z#cZIAEqHX=$jE36(FL<rh9)5xY_LKdn>C;bE#X<wU*#^=NuNbzBW4?_ZY4Yy*)ZS=
z!mhrra2A)E^)IwuoMqUpsiTjaS@%4!|Gx%c!H6S=f8{z(_vCgTt$=@Xvv61{j;#rM
zE#nYq#SdDS5S|2#(sQ+<BhN{!xwU7su(#??^qe!0OQ?FVQJQHqAqvHHyE)DL&>YM^
z(|mm7y?m!yk^d@9G2Ao1!8QK4CPgp@ZSc@2vtwqP2WSsbe=d83gcq?NdhL!$(&uw&
z>067Bs>eye#!*Xc)(Mq;d{(QxrEF_aw88PH=K2*%gz@BQxCrazaDLV>MD5|IAuXK`
zK)uA0`Q4<KA$sO45F2-myo(Bpg*jt6tCiCs(Ij2gaPmqnOL>($eYVJZ)7rjkfX)e9
z!iH41lIbEYb(!1P!qoRSk9LZreRs9V-7ZPW#KV5EyF*KS0#t-Hn8CJSY-Ln)%`4c|
zH4z1Gk5dm*QoR?(jMiOOU#aM_?W}t-xh2lLqA$Vjnt@Xy?&wYR_OO#yj_wX7Nk?o>
zr&5ZG^T6wSTWv6yo_ORd90rAs!5DjN0IXI*(9yBKF&BzH?k_Xjw`|$>W%vJGaH4j-
zlSSeC8w~}C8QSjZH{VXV9SM4Iy}dCtvhPMj!R~+5M`sqm2Zi{`{XFyL%CJ>(K7<mS
z{hyhGiY2__VLll{+{%2uDGL4~`2kzDq87_ROBnT>1H7)pS|JVWy^^Q@Czi{>h!0%<
zx2_!!$%d`YJ^fL0;kxtPU*~^S1v-~*DYvi)8n-&P!o=>~zZ=Is8vXV^YCndNOiQEy
zAiVjL!m7A0AMlNi;ut34nBwKhg7z^h6w=uy24++Ti9WK2HcofF`i^$G$loP+q3hkP
zf1P&oEd99o@pk&=w7}t-PzfHM3?mn2Ek7y@yHZwB3xHe8#t9&{G^s_rPmLL@)crgK
zmaJZRFw^MFvIl$7g)jDJ-!8Iz8u52c>5(nV?*3I|;lE&SAz5;S&x=~xQ;8b~#JiB1
ziP~KanGprMVo=9Ibr{xL-Qg{R%=>LzvaNFGRCcp?5Sfcps%jGaU!*6Tl=lVg{q(Ds
z=I3M%p=Qo}dH?1q2VsqndeNxJK7rIL1ZLpAFtK@-0D)uIASi3tyC)~&yDl}|Vch`X
z7M>iB6YrKvBn+LbpwOB=RG-<|mf&IK#TekgpqL6_@S41tqDbGc0H{PwT@l(T<_&0C
zhCP3`Zg`b>->*l5i{%f?*v^)|9<2cdkgPvE6J9hSWBu}d`X6h{|I9*YD%&mlW$|gg
zzjtGv*GYu2n`7t0AdpqJD}5t+du>&tw%3cVVB)dGm!$&1QjCF1&wca6o97xb5y6`J
zr%)<G%xb=`rb2hN69~$DC|om{ifRDdyf>30DyXo~=F5Kh_M@G3!ZQ)`A;c{VLzlXd
zWGG-e66|B^gb)}h*EkoKhj0yBX;3YA!jND=F2SkTgzfBkNiqwgSdz-Dv_KhH(ZH?~
zdU)+LlbAzGnwEbJm{-Vp;v^&)rH5<Ku!3@3g%1CCPn;zNR8L1@D1%NIYV>1|+aXk2
zaUU><saw?=EN=zczDkn1wnX3rPWgkFrE>#*BX%k>-8BMsP?O@t^J1Rq@+!gv1SE#G
zyojH&Ga2Umj`Wh-Vhc@m2!?WhMmw+5GCp;nq9<z}I_EqWaH+ZRxy?H8_J2tB&epCT
z*?@nIwshpnM9D|6^wa7Z56*^}kN$#4q^p=#F`RI^uk$&euMbAuEAfqL*q?RqM|+WI
zIlZ7RkpbCq-uOA{t5;-LaM9M{i<h!ECJ_b+@13&a_9r-4G;!zqOJP`i?00O5p76o{
zSKS4QVO*HcYGwN65L&x2OW<q7MMVuwKvsWPte_|;Ma)3Edh&1$FYT=foC79hg2sLK
zM!y+QNGJ9PHIqU!w*o{#aik=p(`%$dH8jCPL+@gzSts7JC@;w{T7w&QISE)C-X1C3
z9c(!NkkDp%0;x@B8D`HHdio1?5b&gDEIc)FW7>7?)?!rw^=wm1J%)|L6R%G53L;5)
z$ze;(^AoTPYw6l6b3wsvK3~A4gM<CtSXIKQ+OtQ`4;t3I=(88-(u=ani*u(VHczjg
zBg1HOt=omN+J%`9vulu5;`p@d<O>m#2K5n=J7^mTYJ}|;Ib>)V4{T;-*^1RX=FJiL
zQm!t|zyJINjX`3IkBN<gp)LuejrbJ&)0LcpdceuBl1O(C7LT!K_Y5Y%FouU;RZ)8u
zV!`kw9<nq9KP~=QNg$hh)>kKnqI4{=DZ<Y>N2^7d7D_)I=VF%1*+Z$qpw>BI_tdiH
z#=WP%JKN35hhyuocJi%;?lCzTZMWHC8ixq{aVlu|c>nHzQ@%DD2cM3M(pidL!>nt2
ziI+p}=LrwtecEKz!P}+OwNY6Cn1|>Lt+HYB%pqdC0FflpE>H8*2gCyJpAZ5nohk#8
z7Mvb{wFp6Z;(i~+oHuY;E?6%FBV2vKnmLr!;gGGh_-G#&BTT}S-6oaeg*s1paw_Q=
z3LX;!H7soM<hZfjAuyx+5GyMqGl8eQf99RfGo#-ODF~e6Ds4K#s(ObfbR-CWcPfSw
zU|cUR%PeJG-Dvbq{atP5B$;coLHT08q$}iBLPxAY##xH2xY9a9n7w=zGaAh=$-nha
zC9P$G5*>$44zq$MxHHOV&jJf7z@uAyim;S$aTL`t4`yN`^CdcXO&^8t#1^G3wpB7a
zPn^|U`ne~kEBvWR@(eI!FpAif!A{})tpP{YrJW6g5GxcWw>C3-e)v?+$sd_RLJTs;
zuw*QkQy7oS1ptRxn7shxvi;(;m5rS{8;mlEI%x4fqvV;YZ!A{G@X^@^os^1qME_ri
ziUG9<_8e$=yJ8?WPovJsYy9!b24X^RI=ZURzNF1QSFuV%!X+G*LZf4>IBbE$!?Q;Z
z@QwUy=wL|&jvru*(xN=5I!L0?+8*GvS`0x&VF0A{pg>=25svI(H@qbwK}J*1yrp1q
z5E{v9c!3P^&4Z*uQV`7RiFD<kT`~QK8=BDz_4TVKF$qcUVI$cO+(b=6UL#h~OIEac
zVXeiH#4Xa$kIJ2ybMfh5_SnSk5TY)CsT_4cu82ooTnFoR+FBdx;Tow3+OfoYDUQI|
zs6J={mU$Wph1MjJH2}mm@D1#QF>r=LPlhfa_6-jLi;&>UV79aiqHvdDaY)c<O)G2%
z$lkyu3t2`+EcBhKaT&KxB#egVzMc;j)7Nnz;?xB3L1_p=W9A2A4;Q(n9=T}YSXO4A
zXJ}!1^9BT$<RQYFyVrU$H@M;4+bd#h-E*?SF(4BUE8~^^#YC)z2%e@mc*q$3F+u4N
z?0%?6;-Qwi$9M{%ojDAis)^HphS>oav6%cY^W9%@z$hq;*gZK60W09rOM-NsP5^m#
zr83oPIp6N)on*s;7bR<&151f<dAjBF?W!~1mU&uTtXEadUo|<}cD}UAY@eC2ZD6TR
zXjtB0-oe~7SP-BeEX7}*H@9scxs@ijf_g$Ck+;HxZ(@R=D7YJTM@_)go<<GcxN8C7
zU*q^gmp!nqFxN28&R~{N(Z=&v{d13<@A&ofh5OwxIhBqj7n9GDG=}1`0dl4G3<^O8
zZX3jJ1rZFPzy{%tk*4(um7&#Nw1K1K7l7pFV4n6U9ca-B6RV4Lk}To-6_U)Jf?7iR
z%u~crf@e7XtfBwR$+50L!<O9{N5{Y{Pa8=?wc!a8cl%fi(tUTZA<Qz9<gnVTxv|D;
zcyM!@XiU!?a}><R)jC9%R;Dn)WU<N=@(zImd|P~&pd~cKG6p~;v4dKk4dE*8ee|3w
z?-PSpiHt0xBO+84wY095Cm8!C;rgE^eBK&8JgmNXPrGCRnbG>xgdbA(L^%e$xje8+
zw@-8`356&0vE{po*u1swp;0TOcZk}{#xR`2x)}0{4L2_B{<Id_-|sh>I{68m7g#oq
zd$LHZlfQi#i9d@WPcee_J3O`cHgTi*Mijeo@1S*YC+G!m&X3i^eguKKQUU#vIZp-x
zn`6z6I?+g?$YM}WI!bO5PpU4Ehj61*sthzO!z$AL3W=C>4WP{X4Moiie1tt1mHcG$
z?yrB6CHpU;Uy<@*;83h^k|CS=6%D`|gpRQzK2p)F#safKd}2U3#_{;Zsz)EmQ@6aG
z5861OsZbqU8W}NhIfnlx_}<oPAFS-M_-bFJ4m4sb93FD!%bOc<nRA=sNi)KKYfow)
zpExo7tkNM)t$o*;ph}F4m9Nk5{SYYY3A?=;i&NL6_Dd9y!6r)#wJcr&O=f^Uw-(1`
zZzw^GIc6P3j$Ur}1}*tI<^vuxC{g~j@MM**EHfIGi}uN3J28C(j*ZU`vp-+nmT%j8
z>_z%QdeEQ?MRm|o6w4KXe}%}n$7^gwd_EUWN*;2#bn-^jcz@*1e0Xf9RM)4LQl<5o
zZ(V=7hF9Kj`<T%<$4HI+ZeNX69=C588Pf$|R0UeiM8>BqZ^9d>Q}#Obb)To3QA{5(
zS2F9GRsP_$M43OGp3*2u#79}fGj4u*nm~y^p%9n#g*p3j5J9Bx5*>j8bw0&gSP2LB
z#3v6ePS=uD8c?&Yn`9`<gGvMqu<Tq6o5_F*9M*cSkZxRf;rbFc^hN)>rq9lFMC{r4
zezg0`bj-O^9jAik{(=I7Ob<vD%mA8|5rj|)1cm{ufFh>Acn-9kv9GvTXZ_0{A)gE*
z8WiNoU!uuTb6%6&eAfJy*B1;08SzWHUCY~OtX%HxF7?8kciXTfJEyd7nOT&@8Gjek
zqu&b8KixVr|N5SSpxOT4#{Wmsx%e~L|9>2jv!qcu6ryaJltU6?$ac+Pc9Nk|DW+j%
z6?fc{A(d0x9CDiM$dDLT>Euw9v<*c%kef~FuB?L&_wV{Xe*eODJ+ABXdB0z;=d(we
z`Rd)ne?txaV$lU1dBz-@5I$7j4~oHBvr*W?9N$`w@58Ks!v!pIvmP&fGAx`Vgq2ka
zGhaPu5mvI7@m}i%=_Pt_PnAoUk9k@=_621CfoF)~Fda&nXIWhC*u*O<w-7gsHz`#s
zJ?WW5_Mcimo^|y{uD6N8n!mCd2jJ;l(J(3*J9cA?<ESJt>cJPq`fymdGMtD<Z8_O1
zhmV_79xX2OtkOdm51K8raEcsllNT8%51X3i?E1COMq!5IBMXgb6m}x%1r>#chvPOd
zh8E9?Y%LI2qDB<K^SQS!_P49(nIhuil>e!Ts0<fK`_YPlmofKCIxD(~_OmpOWZ?WP
zuOt|t?<jqc>`sTQg_Hw$p_=qXs{Pjoft`_P(WsU<XrH52e-u=>BvHr82la|e3ro!w
zGW;94SO%9w>k$|G$Mr7l0CW53a~%R$RJ#(1tpqM6wG&xm3$yfHI73gx`FjKr-sh1X
z11IkUKC@1kF6>5;%CBhImlE=^J9m`H<Za*s!(ZY6`dAFX8XDuE#0GuMHrD;~5TphX
z^?KQ@>l0^%Yw!#6d>*aWtRk(Ij<W@79sD)|WtcW&V(m1wPgvd+b6PYP?NdKH&hU<?
z8z8aKLHz5?ES@&D6MLj))7fwv2@V~O|1xw$*exk=7fkR3AnA_GTq2Ibt}~s@Q+mF*
z>Kk><?AhAjo;MY|LpFFo5E+KlNG~O?!MEO!ax|@RIQ;r$MC{!hm4iuZO@|G@s{h|!
zy1_oc20$Vh72Yt6UWy$*4ylhpdD{Rh8uKMs3r8pG#->fr%DjEcwdGr6ONh<JL5)h9
zf%|Heu66P038Rx9)~8l)(9Zl<-Q_@B>X0I(wH{lh%?=O2)G&Yhu1%<-w!Zs&4d8R_
zD7M}1JxAT14ESmDbFw)$x>`XEG><mpET0OjTq8gbXpPLF+W>x0h5!Y&hGa|S%Vtan
z+{GJ)D8L(J2dvp8gbn7(7rpJ#PuQ{g)XLLVh-i!wO(q#*nF3n`{zw*bb<MU@8Cx=Y
z80IkBNh2uIl=;*pxgG|Xy+x26&7>R8aN1Z3#ZZUQu92awqB+b&`RX_8IfvhNdhdx~
zXO<n{ETp!`RGXT1j)QlaJrStodP2^>;4Z6y1M+S705*%*;qcz1Tp7MSYX|C_*Ab^@
zk#Hxr8?!k^NlNQi^5czX?RV&};;8Sbz}IzM$4H~G_$O;|*6sN8AyFsspSH$Wj%*)g
zta^877jts{!MIzUyLj2^)=NXeW4it5+9)2M$D<C@S#hk4U7t4QUi*IbOPJ5uU$B*_
zQy;Q6_go)qf1A*`k(WM0jCZVx3J^y%aFT`7!cqZ%S%(A~M7`j;;sp83R%ib~{)USw
z%h}mAR=Rl%GvI#JpB-kvIlRM_EtliMF~4z*d;$MdJ$stC@KG|;;?ZHk5rHOfcpu6>
z5b!=QvH95L62Je{njr^%Jqi)O{^;-%jC0<3`*P_$n1bI}L-_wdXWst@IvX#>9~H?v
z@qH0|v~cU@x|OVHMu*G;mY^7{;o{k&JIWFU-(AQ2Ot}Gl8!-7~*$FR~-PeEB2*=#w
zN2)9m*~?$=&I9TDBO-vYW-gvJd)l#4ypxP@;5WCU(W1@W%EoH@Cr)q!*Qt9-;Hbzw
zdvIfO2!UYl(m~MUHl$trYm|`GIy=a%kT_<<^j8*?&R3?Bv!!cOZsRQef(SA8_rIjB
z+P?v^=%`C=ko?S=uGY8liW~zyEiKCrzGt3M{agro4D#0PL2xvq_CK{Jj<VUWsSRlp
z;rJL1j|w^03l)+k&f!0Dty#4K?x9!F%7@sAqs$D=R86SOq0K^h-@eA!N<7qQtwr3#
z(MCb|jv6{HTI+CFoknIs@#mwEqaK35%8o&v0>Pg=Rn-PbOoE(hZT;b!5OVRxl9Quc
z-@m{wOeiC(U=|4u5y3KEv&eoM0o#oV;E2zsQafWh?32W0>;0M=k~l>or=3!hdi4Wx
zY*t%s&Fwv_icb04ddv`C<{9J-6wOq2c0>`v@Qw*WD^4Q_N>n<?g+c2{t>~3kr9Y_B
zdIqNsbZ>E>y6Rq@!19D1g9yI5pN(E?;&NGRWjaGex5?Pn*6vx;&S$4IH3&BQ6+$Ns
zH?%HKC3Bc&x7~}s@xLqP6NY&&maayOjw$_zg4I|Na^Rqr@tYKf8piUGt#<YqNEr4W
zWq&<7vt9!%<XVy}7ob7hceHn2o=T7L*E~y|H!gQ!WY?~SJhk~etVw;l4WO$J{Gr3`
zLmCwTFzG-lB~DzR^s&R!1zTAeD}RS!TK@5@QAt*0*pwUny2BYY(uhP)A-wlzukNjz
zPKT6Eq!*NCAR^>h#q9!JdQNH=$Zc#l)tK<K^mWo+8|i@13ARtfEUz8|?qlnC)^L>i
z3bsB-2wMxu;ebQmyZOJX+6@Xl7oO&wh6mz^+zj_@P*2>jYoV*NnER56j^maNCC0N|
zl(bu5E;F-X`Cuy5${!jVQnyyZ3>|8={~EYUFGIbTl^t_>G>#%Nx{k>(0bgRdrKQ;d
zJ!+zk9!YND=YO!&AL$5Ir%>Jwe$>R14Zce3s5h|XLfWQ`cc(2@*&Yd)>E4p@ojTK^
zw!x;*GB0;Uw4!8SJ11H(Z;CsSG*LOYQlAOqxvAWsM<<>GjPqCtCqKm1u8Wz&gs%o~
zLv?iDCk`>_$12Y+TeVq>A^JuHwFfJG;@}bq?z0kuC{XHK8G_gX@T6T=vf6p&(M^jM
zy`{mu=fobKMe(J34-aoTh<rU9V0>`Hil?>P)gK<t`qiae|4zN1xeH9Pw<#^7+gr!E
z)1>*-a|+QgcfZOUsVyi`z#my{v(>yn)1~ynSuCEX#s+MSQLBj{qQO{6vVSyxa*Xnd
zaUq$Fy{2&>4emK;MK!n;rMl`*hkKF2ahdggx{=2p1?{ufwx);SXKe+p@mRrNg4J1(
zsUF8y6%F7gil<@|<s__057+q95x7=nIaM=X{mnYdpG$AK=jsw=YF@iQiWe<LFA@CG
z#NN+vAF4*8km}P#cy~k*F5v*82w-G4*!V&F81@}-azclwcc;8L$74FmNCZB(qTaUW
z)PulzN_OlDZjbnqlz^4Vub#9@m4|x#?s*$_`ruCDWHPs&t<+n%h-yTK^8T5}h-<H9
z=r?2*)(Cj(^|~9Qc5aER7x4vR>jt-|&$D43Xs8p^z$YFb{zWT3h`%nPK|}sJVr1Xy
z@my!iyP4*1R)lOXJY1*zQbX_!>(=c5ZX3G&)$TdU9Np*a&$*N9Hogd7@w~9#qZ`8=
zxj~w`N4tlnKs!d=XO25R=#k)g&8`Yg*B;D-qO^S{8o2-q0Vc7^2XMX<^ZF<{9J16P
z7R$+&d>k#o2nt24J2>i|CtGrCsxMKwmg!aD5*!?gKds6QSP`6cnB}SMY))|fR<*vO
zXhr*fYLnlJL++1LZ;~1X3&)w?^l48zEnG)WNraW2|4gY&qJA7xm`x!pjWi)<3^Sr}
z!|!m{g%cb+ysq{2qYg}6B?BX49|bKH&@v}oUI_Z`P8GL$g3i9~NNGP<vCZd8pVqgk
zG$ewAsHUPFC??pPwUBg71>V{>xZEU6%}UMXoWZKCxz65cG#Otl9`a@GX@8qzR9PkZ
zhWOp~<4JQT9Xs)cxWI!;FJj2ViI<r-h;2egmp7iAKjej_ZQ<Rf$i~=Sn|GvrxRA47
zwsjz8YDz~YTbeuKI-{aPOcp<$y;-!|${~hypx!|%!(S2J`F`)t3GJ?;w5nu}3%!uA
zlFsvYK7_?SKX!1H@j6*(wuY_cr@Je%-UZ$Cm<=zwnOo)c@6W_d4Me7yV}45_W|x5V
zS&N+-78QBDGt@t`z8RTWy>R~N6(wtu6SJGVp~5NdaLyYkFAT@By2B&t@w9NEHz>rK
z6FH*0FL)VlI^8>oCL~8RW4Mh&%Mod4uX}&t4|V&uSH6FujQ-IxQ8z)lR9yO4wW8+t
zm*SJXb9qMUEe3Pu-)FpXG+n37x4-f_`MKZAXSoGD#6pGU1oN06glRBKSxp7}B7YQ|
z!%wz1IvJPF1m7ZINLZ+}7Na*f-VEdK?7NxF<2O@jn?BPf9K5yU+UcdE+=mG-I$YIA
znc<bNy&(3=H?G~|c?<`Bi#wGD_uy7IZ1ZF|h@Yi0#FqQC49g&T;bTFO#ue6|w&nvw
zB;C}`sKHbttF*p>ro}OCHJ&bI@Ku_of{vVr@BDApXut2j_Swo~m3pmDCV|?*mV|pu
zG`AC$LdR^}D6qHa@X%Rw7{`grUdeXYCjM+m8Tl7v15zFJF#EzgFMZo^@-kPuNUhZ9
zXL7GRb;pc;2=YS0=<Z-kBN-TYLIE+5K7zpjW@&0^FiV&JM@rt`bsI+#N|p<**59}E
z-xj?gs>R8I=6dn;7y*M_mm*dQ7@ZX<)-q9`5j3#)sZaR`^+EYc+Pt^6rxxtIYRl%(
z7kk7%t8|}Rt~+t!VEN^Ns^Phx`7cXujk@g1k*^gx2w<~*Ktium1zodkA+~i?pTS2b
zI{FuyNnqZ4jk&dP=+y4?#-51}w0jG=SK0M-{$aK?uQ}E31Y8&Cuh~bU?(KZC<N82<
zQ8(^KR+A`=wI;alevv4&$fmjbZL@ZC)|(R^h8`)i-0H)dWCNJ*+6T&}_D!4c%ot!x
za=^@Z!bGo%BnQ2;oK1WYU~O-0f>P6+wsYrshcewgEusn*s9cV%o%OATwQFnH4e5nV
zPXWkE*m{Chpg&i_?Jh_ex)4Wk9__D#vH%Cc*oH>&wP#j_xUOY0!`;?hqnp@<*Lz)4
zACInm@D1kpcZ2jLg~0D>@@cmrqYeJV_>meU)1?-E8CzQ+?aM9V*QCiyGg+TywpJ@F
z|6Ng)U*zo{E_hmHh}1zP%2nax%G7kV-3zHX^tA=IZ3j4e0@7c#5Hoy=n)>sIgA=E!
z=c3N6aB@e3AOVpTyo=5hI3D2=Gh9@nwo(SYndT<07nVvoc=5(hZbPFM<x`?mTB3dw
zr6D{@xv;LK+nA?Lf-j9aCa5QMF<d9c3aB9w^JfQ!d=eTqmM@jfgGX4NPfHlrJ|%y1
zdR{QycY0UKz?m~;wi{1ru87uxP51S)vOnCUTXmGpM`a4|rzYPfz0Z+(m6e1(`AdYG
zjBMs}<9eBRx1fN@4)|uagp}&9+i<NBk|gTGN{O7~l1E27I=aSH{G6_d3R>CKG`gnO
z&}GkTv)Yim3;Jng4w7@9x*wl<__hBX<PEAS_;Es+&=S4Xb!NER-q4i}A2rss0i#FQ
z0*tP=b+Kku*oKo+MZMILfxkmHre90w{jGD>N43MO)7z}ZfDcUoIeDh-%NC^D?h<)q
zILQKG+6J-SP~|AcmTEw7iaL1Ua4iQ`wpvOz(EtZlYhZ>>>A}6&TX!n9Jfq<2_b1hJ
z3XWwm1zLtTFbhdNpYb|4*Lj+JskA}8#{7A#YcRfGnb5QFv30gXr}@VOaRMDEDXThh
z!EE+Ao@X|x%WdWhffuQAoUE?3lea(eZbp*Fhndgn-?d;-@xbzOHKjFI-p<Sm<6pml
zguBm;UH_%^DmTYb(EEmwD_2AUCBI1!h02Q34Fo{yB<<Rk*`B0i!RQ=EFZ)bk{A30e
zMqa0|Hs&fez^wl^E|6Q>pRlGe)l8vw4ZdYyl;{$SNteuAAd%%lhTOH-pgo7ncID_l
zjSvJcoVRhZ)-X^@Q@jT8w1#_`?ySPL?$`e-dk&mWOzj8>UG(p{nowrBG=X@^%_-~v
zx#gQ+HqHU5?Q8Yss(JP7#-_~bJmJQpl@-f*k%y{i_*-8nHe?EGO<Bx7og;B%wG`Xg
zeS?bV*pF8-^EG91O#7%QRtJM2DFqgB-)f3u=U!4roY$^%zIgfW?Qo1^qQB}gyg+ge
z|4oD)qWfGUtfDO!xwqz|=hMKlEKXkAU@R-_d9UrX|39_SLWsbx3^FLxc;NtKL-gNk
zU+}iYh4Q>lt2t@lbLHpsc6gcvBqlKQ;?7QnYWw08yd-uQR*jFf3h{S+EP7Rn&jNiu
zd^LTA3uLjYT`MQ|sc_<IL{$7q#ddqG-WFMkuP(K%%tTigqZREujirOeoxtI8T1IUD
zvhEg{4%M*qU5<n2WU<=PAOz^Dn#l`2v*G-u#HU}?{$XOS1>{ZXxVhoqI5<zA$A{4n
z>BI#a!ozbabjYo?I6JQ$SFF2ggF6&E$6^*#%hlU7b3lr(Ps=rhO09e8_93b=fR~RY
z>FmQ=;&|7jplv8BY1J6<MM7e#0|K++^3wV(O@MFlIJd2%$+Ng9M3(}i+(j)YBWbYY
z2EQ<LvK9;>QB!W`-gX=CO0lFG9BwHxCs5pm-v(lz#AzM=x-2<5v~@IU{IjVJg(B!w
z&n$XIL(@9VWX-060Ze@!q<tpeylebARx*~Te9=Trf=`HrHA(Eg+wy3v(zsR0P&hi7
zIxtmyz5wvT+UUZ&Iy`e2shaI|3hJwR#BE!aTncE*+orD;$C_NzXsevW;bG{bCFjw>
z1w337wR4gvj=?!3&xTWloS4Lms^aN{dAk2>p|A+KBQGXkX~1$`y*E{D^;6?vPui0`
z$KHOG=L)M6K4JAkZ&^A$K?jerlN^2nX~G82p{YQ?&XdmBOIW9UK{U#7qm14`qxUho
zm^b$-qq&?69T07{`Q@ViJSAM;wWal)3ep7uzL(~j%^1n;8f=*2GVOo)>22!k6gDs<
zgQ*RHfL1s|A1)gVj{y@y&7IPT+A#F-ZTyW376};y>%uDc<*Ry18#K?#&dlHZ)9Ufy
zT-V{ujqwLvIiVR}4+yDCQWtQkOZ&yNC|cg?ibox)9vp8JBCr?GiTq4KnpWSgSK1*v
zUc=&6T?dG2=)#=@%!D0k0gVs2^~MBeD5LwLbWED<@{BF08?Gk8<`pSr-g_l@;I>bh
z$$6y);x@4=OWT(c(3s`<W{Ht)%=KMjO<*SO>EqY{wUsIA6$Nqn1ZZ6y1QGlMvZw<C
zdAaBLDF#L>Lf3!Dcy)G;B%li8JaNb`A7uGXdvKx9A>_97*zv2p^qZU&qHYECm?%RR
zV2(tDpXk(2<G^3SJ0W;i9`+^;cx|ZZA!bbZhqi-p!aG4E%opeaC4p+6u!TF;As}PH
zOl%?yguN2~7XWkMm*VS#OHo&tYqIcF)kRloUb+AN=g9k$4{R<St~ryR`tYPI#BI2O
z6D^D{3B=60s9c{yx2nXdj(?m$fosbfzcikdB@I~4CC>aE+;)r}l`QHsyV}AQ)uoL+
z!{m&$F79az3lHrJbh+&M1sO>h+Zc$j(!(X=<jym`*7WYAEiUKw@XiJtr(UmhxnFS)
zW_OJGe9_ME-i8$I!(MyO{?)eYr~kj;>HGta*zO9(zpyJ3P}FwSP6fXX4^^p*fzq}%
z@k^V2#tVdJtSWlxw#H0N85mvkCNKT=ttrCQr+bIi);W1*Q|)}G>)RC6uF8`sEuxkm
z#Bem=NPaDZ$R7@+F7>nfa?8WMnkRGGADz1}T|GXgGzZQfbS=(FPkryo*{oJ(CX1)e
z8kMNLqW3Kq;RV>a<@4{~0$FL+bKBRcEq+{0U-$JwA>>NW&uL$4gW-&?t1o==iWYjl
zs_#sVRLmDcgePf~2)oQ9;2nILLEhiooIX)z0fL(jT`1UGEQ5>smxn%dlO&D^sH6F*
z&UYWp-h^?5+-CXOIBilw@FZ*z-y(CJH`;}X<~POYDW303>PVJM!f0P!7kRsaAek>S
z#P#c5r6Y}Z8yxd_^O&-yjxNwgjNs|kbat-;CjpBDQO^bq^b9|Q&aU<OEflk28Ttfw
zdN$yuQU>COSf$=}=|0RujWyK3q%!QA7!7at5oTQ%k2o0=r~!SI!BcF+6|)pDTuMmB
z9;{80P3nBot7#Ic2$<rR`6H?L%WKyL+cJ}3cG<}AE&S3W@7`5h*=6_Uap}<@(_D~H
zOTJhiue4+zVvAvkl^m+8tBMf&EkQAr#_faeZsC-ThK0$q#V=CYvsnzSsBJG5mG!s6
z$FL(eDQWHD@)6=>{5FF-W1J4mBtCij87f887I>oa<TLLzm_qS=J`Np&9}Ofyg-TLF
zAc262n<G(x<w4;_0MC+lD<gz{_$!^C!i?@5t3JC#I4oB;rB_xq5^ljRo5n}EU6h1p
z&DxUJaaT<c(xPZZTK1gQWvLL>At?BQAf>uNKMn@EnSd3V?WV<neY`(WvkXL;>KXpp
zvRvyL$LH!&<I=dig)pLVMqE4FT`lhaPwn`n4c|W$v>iEe{Pg1b4{BS)le*_0Onv|H
zYcKPZh)}H;KWQPNIyUGElN5>&??^THL{NN9yyweoai70~A=B(7<#R0of39z31$C9{
z#Pc)DNJ{+_7UbtG*ZM<MCiE-|6%6u)Y@927d1WtZ_q%l~l0F-~`1)s4_6grY$R)#b
zYm9Z@AG>wQuj)tj_X0vxGky%d-1*wg=(k?lL;<6jJ!ffe<3DzCoWH3-i=oAmY27W+
zzJT;EROMc!J`L&c>d6ts!W$6Pk!nkINKk#DTLP<o7y4qwx|$i6bIz-ZCJ%b#+XF@r
z4tic4omFpKSeJ!AtguQ1bnzOXL{;SgFwKH`QqEp__~_+N^~r-edYRK+N3K*^^**hr
zuzG45B3|^IuQfd`Gv`KUlub5L#@8M9CLjaRsd|~h3v+8j=OLq8Z(t>-p~Byr{0YH7
zrKG5k^rW}}jB-`|f(?FwvS**sHqd5`<>()i&SQ0b_<uIoo&BCr<net0D6_TutHQec
zy{YCgwO}OuSPt@~vF42C<DkROEoYLR)xbi~(56#tNHB+ai)V2SmPXm}y4ea1B~>ku
z{11=7PJ@_jxUY6P@d9()bZitRa+Nboo+r3|?Z=@)CvCJ!bJ+Ii1N@1C4N*f;Ep&%l
zGxWXYXaCrI%j{7SoGE0(C9a8bh$0GbeYS5NrZvhCdwTDczr|)z9Dy<^Q-ch$-WEqu
zqWUhU?6-cHNqNgNyw50(rgK30+bYIJk#HQUo{+Js{V*pO8gQ;}jgW%IRv?OBOO5lQ
z(T(etC1b2glvY5oKT4sgfyd(6v22+F4rsMTtBhIqt*liX<ArKUevTwvuR-NrY&}pV
zZQeHOniztu7Iq6#7d>W17js_|{$hlbJ-G0r;1j0L>TXxT=?yekmsHli7zo!BT3zE6
zNZt!o(wjdrgqH`2gMerWj;(LXV<@8=Ia;ZO9yN92vd{_3IH*7Wls&OS&6u8t>DUGa
z&+;@Tba#6YCoF94sq9>5veXdE5Z||{4xI}CkZ}N6MCfU4uIb*&T)wUOx8ik}RL|ZU
zi(FG;kd;uK`aSnn>L(5n9|3(Q5<lm0DC3x)BAJbxJz#+rBm_E1{-wZe<`5<i6O5Gw
z#r2HT=9_;%Vm<MWY;n?n_0Vds82rYbN5t#*jcU}CX`KN8JX%jLEW|d78c!XW7^0-E
zHOp~eH+Q67lVk3C7Nlb#4JykmUB>6HPy7X5YSx%|f4yYL)!*aX2RnJF8ku@)hEKw6
zwGo>r&APA!(WKh=_F}*fYpfXLtf->}1rLQuj2Gj)O#poTZ!DSd9GZ`Wq>d(=T>E9W
zWA7@gtXI4*lN|_oe;d=z6QB|}62uX88{O~=S*UY%x(_QJKl6B-0-qpb!1!aW>+*W4
z9$0ZfahU{oz;A1J&_LN_WdhMz{e^=@?{9p|dYKTwXB$C#ac#{N-kBVr95AWV^*t@K
zD=sarH^D7BRgbn#S70aYpus(T{y6mmqjx|PU6;XsYHLEFTMi0VZjo>I9XclMG8bmC
zWuKRlY)eoJ`@(+|FlG3BU;oQR#mkaGe3Ziz{|Nnz9cHX1d54ie&Hg8oaCjlsPk9<U
z0}sEM%z@3v4bnEZ)rgob_~qN%F`&3+F3jl90c)!S{L^O<SQ{`dBINn$(!E1xe3=cP
zIjL@yNDq((sO&iYE6)gjl`2`0g7ga$0691FP-T60NYr!TAxH)}$gwPR3P;W^7VBqq
zabIjC6*K*!&PrZJ(*`Bq#(2NO_Sx?*wZaX1E;M`P`p2iuRb|Z8ro9tQ<kipySTluC
z;7T~Hn;^r66J92QW`dGu{wUnOpK>|!KeY?!(1n7e>P-SH3zPHi%`oZo%uDlMKNZcj
zdqzL<*C!R<4EsWJBv<$K0fK}lF$71ygKJlZ{%qgsGks5w(mrkjTSx7`r0%Age5N>i
zjSvbNX{JtyzMkK<rOs3gEvFdm@D9Dx6w!qyBh~ep6^3JysZC2Zu00n&?)Z6;U}&P0
zN>V)-oU7*<%4Y6C&g`<h34bF5+ulC2=qcWZ-GU*?!hbz|JVE((pqxX^z2kgBIZ{WX
z%A(LeVg@J2v5)>}5(^|dbX5sf@4;D$=hCb^4a=48cQR9L9l@V1!3op!W1;BFTj`r4
z1^Z5bXiqy1Gp}F-U_i|3Z$N)?2Af4gbi#cJ_x7x0p`&F~?!9lJh3WCLQ0~#;GgAal
zjA|sw!EIp^pBV!8R207(b^ZB7{TJk8XYgAa)E3S-RCwi=4XOyaBtYSdOX+CV&^3L3
z*ny<782^CBGtc~ofZz{OVqMq>Bt3FN&xh(IE(Zz{=s0k6c+|y6I|12_2@NR4Ut>Cy
z)*lW1<tB;Nv2)ijHdi-veJ#yO2Y%aa5y`d)MpYhn7Pp?WrI6x_m4Q9=LP6G$9*&uM
z8Kh+DqX_;9ah1v?D67^nsrvKhwHPU8Ss@^{4V`pMSjU0%U92{J*mE~c{%j}J?^=o=
z!L?&gdDOf{tvWPCc$t8|?dWT&HQa8y{qx6Fn?7)GraalaVO^tKse0O|OkL7k&hX)J
z6xr##XDZJeZO_bN>pEJQaYyzGL)J^cGuq1AF<LxNZSRlTP!XL^-45%z8P~l%Ff1jF
zRo>7TOM?uhH(&0AnIkR+9&eom$d=w2F*;}fdpDc{LqGz=B0`Z2KL$b%My260+xj+c
zVJT-hePj4orJ@U;9-qXp4|6Xf1X7lVcMO{0y93^&uQK>4`HtnUk>U%x0Z4#AS7l~w
z;K0#B>f7uB0NG}Bs&zhDp^QMVFpxSX6hvtrfiSJ137YvzBsJEq*z6Dz|6EUzte4Qf
zDm)IL^e)E@tXAaajWviID7_xWvg(ad0`zoZN7Ajf>5K3yVPQa^3uNiCsB&+4Y}Nw4
zsa4i2aDB2X9McY69&D8;c?X)(=E@-a8g7)gon&xO@B)l~zk}<ZwPWk~vpWP2Nkr@j
z)gHvK0mq>T_Tc77j@zDctmK+>-O*|^H8GrYzNX&Fz&q6B+*m0WPtX5fepPF7XZ8`x
zRlHlp2I?idPfuXgHsv3@v{;>+@%vUqzV;*QLFPW22bfB7kXa7fNrNMr6I_j_d(A~b
zV@v6#8HqHyy{@$#$5(`9D91-()*h|XBhS$kQ_!r9N>GRMu7M#!ll<dwKWnYky)Cig
zKR>D}p5HAE{=Rr0F-EsXl1kf)8@4)R(^tq#nHqX{BfpIp=KxDBm{++S>dGs1s~eMF
z?{2zlX?%G7rCy3!TGd{6tK7rR0y2rwVG2IqSULDw!TZ6mH{|sw*cRBXNjn_<$eIxy
zV6`r=I#(vu)j>X9B_dme!ia4|pn&o2+_x>A*~nhqpT<5lzkB<qXr*QALHAW*eVGNR
zcse}~$R`1Kbv>w!9e~pGn+_+X8`tCjdKXAQwwxJ++=m@h3(oMVG)8V|;xC;$)A_vl
zv?uw0JzDf*8QZD3JG2vxxUZYa_xz2GitF=aRiPb1{1dTP4<KTo4gtAo$EJXeu7ws4
z-Ue#2N4;JZEv~Q8${I@c4zRbjGqqG#%kn6n#TB;8^w8?!wuurHFeFsp{`>Iaj=WcP
z$qOFWM^!L_-cI+$uj1$Y6OykonxRd{_8@=c;=N=+uL>gM$+_2#xciiuF5If)>muHU
zn>Q0TLrLU<`<;o{w^5xIoW4Ou7vq-lDw?R=8^15EZJ=S2&p-8s<56biFF*_8xV!J}
zusT^|o=|H=eIWAs@pOu)j8lmhcfcQy`7A9bhn!HBE5iO%B-IFnG+)iy{T2VNI=ABD
zqI)%jnVN^gUxiE9S1`P&82h+036$ddlj6?sFPhL%F(>al0O=c#LN@~D1c~@ZY6dHw
zu%8|-wU3V#npxCybu*x<I0G5hV-BP4BxJ*I=XABmNR&Ix21V)M*IU7$y3~&5@TKAz
zzqtN$wLCe1kTHJmQoDO%*xB>nj}KFatNcIkzx?z(>*&lk-%$9$d*jn&_takYHr$8=
zs5k|Xqw9@)WCSfHqtfCprh$F``Sy#X17v-sQu?5T!>3!UviF;f7RgO%A$*?)^FLsf
zolZ2!IY*AV({;=!G9ei&`c|IF-gXF;0M=vu$=LM@Cl3an)7*xA&9BqLaD)idAN$SP
z#+jdYTA(yhmpiL-!ctB?@Jdx1zU6Ty^-ICwfn2wrXa7=m%vlNiGL~Nx-eu^-spOuY
zOOf^={C2MK1RzgG&tq%?9qf2QoWU+kPp*6riKwz)E=WHD;R4yw0vZEK&9Q+wro7d`
zc9m@3a(zYe>&f^l7tU23v_c&GPtD_;bLQ_mXNI4dx|!Ugkb!(}7#5|6kOHXXY%p>c
z?2Cn9+4eB&3*}$7IoIXApfZJKCJW?*xE)xC#+#*5onoEsvgd_%!9RZnoY7og>~j8n
z%4sds_O8cAHLE)}oorpbrsOpp=8P<_IH!H+RLQ2}Y1+=V+D4f_(;iKn?5^14eDY4^
zb!vBW4heT)|INcmH}_pVC=kTx9at*e-x#tkMW%h*9jELu*V9R`Co2$#^o|+s7^34}
zV<>unK+(vE<f9y^hCO8ow~074y2sGst=1fY9tej4ILh*(!$m8^(*}k)SBh7<n45H(
znM{&N%p8smI0L_w%CSCj#n|>pFRFK$#1fD#&OW<N#FXRQIHNLA8~{Bj<DIC;fcher
z<O>(D*>bkDfo<CP*JNip-7_Jca>=o-eu^A75p^=uIu+V4sLrfw=b^AH##VO-N1$`u
zp<x&GTLwtp;F7Kq2q6?0Q3Y*@)#tkr+!_f(?_zkQgf;m1g;_UKCHX^RdR5&)d3(pN
z+3Ti{<`OK@C{hlA@q|DSRxkJCkSYS~0Yxh0R#tMp1S>J)&5~0e+>W;|G*UYEBZxCg
zWL#i-s(3ziJ!y!KBcou>EPop$UNa+5m5pFq^EHD)p$x*8FubdYPj=sKniil4r)!fH
zp4tbvrGiKWR&D|y%>K6tWs({@A`ufCF5(wf{ax91-~8a(Nq8ytIq(v$Wgh~am4M^R
z8?fN32krhc&bUz(JhN2cF??bYNm?c<*8>;IER7)b?l1#(-v^B&Hjx*WQC<N*<Kw=O
zlGp{}$pZj6;lX^I{QRHqQgS4Zue0Nz*8}u_YL~K5VD+Zn55Sj5i_;lvVe?i;jB_&d
zFj#3#E!)lp9jQk;H-bflFTi{e2tU7I$0k9BF9(GQ0{<Eaq>WQoXMfU?lg1+PNrJ%x
z+I2f4_kMZQ`=44&sBB2U`?%p|$k8=-bR{I-Rq8(ip;c^7>6a(Y)00QkYB(P4b!=U&
zgqjXJwTAQRzNRou1dE}v*R_W_ZENDRrU!-VfY-s2E%N{~8(ZqTa{Ze1=Qam?e1)ud
z`Shj6>6N<AXMSAHcRu~I;=_?Oz02hEf`O7S<O5Y$SFCtl!a#N8y&TsO($iJ|a<;r2
zTZaX(Oxk9%Qns`m?&nPoaIgp9FbooLA0OnOm7WMNGzESD5~f4n+JFSoi(m5J+1sNL
ze$ILfMpB)}qbM1WP=ZVE#=KaEp~T0{RyJOFNb4j{UYZnWOyQ164MoWwgHchJ=?5RK
zlk5`#3*yQB-T2CbFNC)}un)pK^P(DYcu0~BPcRkt6s6OY_Gkl}#!0Waa<cGRk+;vV
z{}_|pIgxbww7>g=d1W6{%uF|Ax=&PNF<A@3+zRwXkah@dXFAv=X|Ek$QuU1J^c;ZV
zh;+B{gm(J~*f8Bp{!u{EpaeU(c0ijeg-ke-Zm&a%nSK!=+@|6ulqE4kaBXTwS<HKW
zdq;f1)?aw;IzXznf$f+2fm3>>4Vp-eOM-&2aYt$&Ula;I0DiXXL2jRYz$5I9ExFY$
zGrWh|AHU%ff9}~h`t|6IqpI`7+$yg0D+``*TCnP6qUEW%RN-+}I_C2MOo!_PI?j&;
zf235s@*lqSx?%O@i2X_9q?}O@ILD;vLZgy;eilM&@^uUfn^`6dwk`#3uM1!`)Uvd?
z_>7$2HV!ab6GoFtldk2Y!6>%SatL=oIXVFNj#B#slpPz~$0C-qv=X33Msz!sU2&^j
z17EFOppL?AdQcXMzpFj-bf%x{jrolhrVGZ&RtG+L{w(yIzH|i^#Q|LG_kwlZ(j%Xo
z$98?bf2F=wy5I<dr2g%)Lr0@?#56<OdA#MBbW^=ff&XsQzelRMx)qndo}2Xk#~!)`
zRGR6nu|ey3`)v~W=G0|zN*k_mu}n<?dXp#|hl`}aC3%){Le|KUwohkvyipq@a;@Ut
zRO}Wn>;9*9`4{d+Ji{~y*}#U=an5xUdV|LLC>vcTXd)Ep4Rs`q`C0+trL+{CrE$jy
zfxMV?f6WL6@jDPY+=}r7JTWXeMAyE55Nr7Y%)0$f0q6Yxcqad+rct<K_sL%_wW@&s
z)Cwiq&wl>8k@EKqi@%=`?W3p5u**6~!#kKP?1V`@<Vz!1r#4eC*F_bOvekTTbPzZj
z@PfGX;G^fa2I)F5jZ+2RabZ5r3h*|pM;h`t&@0lFsBV2iM*rLWqj1o!v<;jYN}j+>
z9)_pDLkXTkL8FLLZt+^BH*^WxR%h7FilRyA!seRl;5xXtHZc4Y7)B=XT;(n8dDL;Y
zP@J30#>phejNYc#_y-K7d|LSTNrG<4pI_*|+iTBGIbtQ(T~@3#IHdOPVT~i9|N5GE
z#6(#=-s`2)|2@kk|CODuiyC(;oJ{+KH(hdtUfl|{M`<?K;W_g11#esC-E?eC9n&O7
zDHx)p!+j?1?`grcu-|ocA+@;Af(I+YFp={(=1NF$#1a(vadvs-_PUvnzllL%`jnU?
z&w}4+F}F`&93B4L7~<&a-aEA*Ov<n8l=4~drTmr?Y%%=(mESQIv91C=tUreD_$6yr
zDqJ`~ZjUx43d^k6u8B7$ja3MI@gf}5<@7$$OJHRH=_KdA6=Z~kYcnoe$`_I+(%C%4
zyaV4vmiov5TPZ0xZ5i9np&8lE5vbGw7^{fHZo9)+AQktyY=yLz_YHTrg^q2<fU)n9
zcF&t9qQnhsd5%OH*~zWWtsotQvqo|m>Wsk)HZvs;7n*&wxm_}k{uM<%*Q}n)9<2ZO
zXKu5rgZK{RwrI%oL)&d#%Ch-F%p)<}j0i4a4PU)f70g9M503cbhi!kvZ*|a;%pO_#
z6#c5EgRrk$B2@z6(Un)iQpGQELCLQ1CzunJ$KsDF!fCf`$ec#9D0Pe|h>!SeDCA6B
zyy80FyZc`M_O4IMB^95peBC_vH&^>(zK3?gl`EHiep)Zzq2}}J<U=*1>|G!GX?K?n
z-!Y$?y_8tXa{Knrud9y9FX!Qmh)FAK<0$aFIff7-oJ21AZ|&kXHhz?|3ev-YFO3aC
zA!#((U;eaf^l-Zm{jjXrJYx_o3K5?}%WcnPn6|t)PiXH8SuQw(9h<D~eul^8zMxVf
zS{DNy^MUFhq13a`&F&C#_2QM6rDqSv=MRk9*&<)6S6TH;X1=R^-+Mf0b@8`%&Nfx~
zE1lO{9yvL%>zmHeO4aP+U8>n{goEkTrds`q+j|e@$VPi+c;9`QHvtD?{aVK`-{ZOf
z-c$>q7j*7R;&ADnbYMm3S^*ShrL&%8mBEX?cG7r1ms++->mY#sp?nrB+*T!kfPQ6R
zSa~XzX)THmKiuRBn01I?4)!q8!)*K+f#|0ECBgqo>epWG>(D7j_{fVzVouMXrQ?5U
zJ~5SruNLpK1IcLSXyKj|lBY3Qg2~DsPBqBSdwnT)dx_eB-@pCPuV;SkqJ8`*43EMW
z(4KAPEIqq59g|+NtqWR1YeiU5a|CdBe3+CD;$GErie374MI0ZVMj;=sUa{y>IJ0zz
zRZd=BG@b7M-Hq>9g^h?5e9&)|OGj~D(=h03p&TAF>W{rYNzEfQf|qCcN_o~iHo~@&
z)vM}R49A@jvb%B6mO*%e7<T(+sZ~mz|2IDZP+*U107*6TRjRq=cAKEO71mw@RssIG
z+F47(S?h<(jhenJ6#nr%@$?o5jf6ej((k+n^H<@Id(}5uSLFPaR%@N{#b<lBMfHX0
zx$r>5sFo>uZ2?d@SZ0}2KUR?b^*|i}mLSH3Fla>`%}D_GLPniLdK7>PMU-}MCY9j?
z;DPJnnCCZ+0&JdbKN+=PDDDskiuydW-eU8Qq$ju6hynS6Q`3q<+VuLlx*7HAGbhz&
zp03E!efs)y<MD5o2L8?Wnfd$r#;!Has4sV39kb1NT2bA(rjK^mZA>z;3>!3^Y&4Hr
zqA^V6Kwyaexq~3$KYhtbSjeUuWpPpo9eSt(SOy_^VP6=R=~ySwpVx~3SkEyCxt%?L
zh)%JIgo2TMu-B@cd;5*&!PNe050#;s%M?(>twvKMTvl$)!V;*Ni8?LA01wccII(&*
zj`Ld@%AL>D%n8k&SOsEN90$u-a`Q^y;17LjuQ>s~r5;Ir8_E;~ZpQGi7zf_1qnmX<
zZtt8t**dIVa{tldjIGhky}K1AK0kJUvYOttP@?{i+OBC^%LgI5)IM<tYq4E8L2#SY
zBF<3Oo^w;$p0Q0(djGMQrzeb^po<(3`Fbi+<DvR->5oRXz^SQpU~rU^Tfrzt6#w>)
zx(ML;R$;WbPF+k~zfctEY&2l8y4-oU!G;IVQH2^OP?yxG8^td!=zXvYn;fIfR;lS2
z)q8F4O`o$~cQ-d6s8Z<1i`Mq6fVbDtcf3gL0j&>=qNq_mBFf5fi7~T@qeIc29aC0O
z!`r`Hz;(n61K|ifB&XeyM~i#a(6#Qzsq?`c-EgH}l#ZcsZt0yj(-%MZd?}iC`8jQ8
zBx|({c#a)2&f>t2fEFt}=ux+}chEJd$0HCpyGFIpyQ}XWeqEcQZRF)|`M`4NKF>@Z
zsd|(sQ?1DGxnci-?^x^KbX#$^C`tyWWmv@?*^)EkB*s|zUrrb0Md>3-l<wD-JPR8N
z+hI12CI%ar>%2mLNv^vYVZEdYWDCTYxY@`p37g>zWM58K$dti3V#xkT2D@XME(aZt
zL#N1hFgX|&r0jQG5l`udhVgWlFW7|H{0*=-W6TDE^NeCND~ul|{wqJD1*ObbXsBPB
zIkEEft>BWoVQ0@|Z~C5hwqjz_pJAt5umRf`lXjy1^Jn}M!mC0>$mgY@^qRWb;v~UE
zCV@b+SfaF*!H5^*{K;u!<~*G^2~SYn$c>2_b?9tmRWof%#y8+7P;g+-f!l>_HEFG%
z2vSivF;;dtd~Ls9Z-%pyZk^v{wfoa2b-kj~wVkv0tHq&*_Z&K;ov^xg%L>hV@%kib
zZZ;TeGs&^{Mw6J}fv*It`g&W(1q=k2T&;$`FqlXpmciwwD{oKioM<^!(el{AibDf7
zm$tgYjHmn^PgO66MPt3nGEOUA3wi8xR>ksirG&IO(Xo+Czpd9$$H^Etz^P+{D?LFa
zViD1|!xa1FDU4Zp>V?y-ncta>1$vjV)Xr$<-fH!jxg6lqd*&VN?5{gkP;*#=d>8QL
z5Q}ros3Tg;Cr+F*Vg8za0j$;6v>seWZ69H-wx=}g$kXz7Bn>A>%N{&YLxNa9+p318
z^GjYg^n<ey(hGr5bUX(1%Ex9<wu~CN8}rr4SmPH9Ve;CLapzTn5q{Wevnss=T^-UZ
z03wZyN*3&A{}FYpWWDvLBfL$slt;AO^>XeOx^Vv*;B8Hnm38?uVGV!wPx%MH+S;yg
zwB9jpB=cd`WyTYOA1<+>(WzeTO<g6h*ly?>GPj~3qHY8?dRAs5j1W#W{kTfLeQL@S
z!YvdQR4+5#>9TEeU>Q$8R06_=|5K~~;+kaBKi1%xO&7-^v4C0mls!x>`*gOZ!KYOb
zw=_<u_rE$}eL3gu-E-%9FI-wNFjZ*jD)-3Tu$=a#;La{VOW||q()|xkR}I~8%%;ig
zb!e233SeK6Mg|Y01vM3Kp!L>mWJ9f-V`x_Ye0{QJC(u5&c`A6ye$z!xLm&eB0_7jF
zi}++W&CMY}o3nApmsvx$gPsDRaopxW#P{<bD|T#g*=21sX|($Cw@>Re?-lFV9e&wA
z^=Y7F^@hWjU56`Ar}S59!(q-=8qE=UO7cBq<zFE^&l42qSDCL(Dm4FQ!f_ZQSa61?
z8F*s^q;hp&kTi#ZwU0}TE{oX9Gyic)DR_~Scd?~o-@Ci|Q5g`q!)sA|0<awlR24_#
zbJ~<uXghn(R(sScxWN{7NFJuXb8IpJn52vGb!N;>^?=OTR|hM3CTH5)bcK`d-<K21
zg93I+i|csCZ=E)=9o75XpL%KE-Oj6~;s}L110)S@A*46leMq;{=7Bh~L5ZY5F<&j&
zHBzdkcf6}(<8Sw3owuC`VZl=dN5DSA<TwaUi5h7Z)c~Mz`>*SroOaq)E#WokJc77T
z4Yx@Q+3L(}kDJ4+h+BGa+$p_?KZ%C%{Z`v_zD%|oe4cZk!|CN1ZIM#qhHJ`nQ{XjM
z>}(vU@LCLlpkzNpsc)#rK0NjPd+HBtBb4vhC|nZ=BJ2(jIS|_#I&;ixy0p2}Ja9)0
z?mmFPzs9b@DC}1EUJJpNZA_efr4j%jLo;qzLUXU9=N04RgT>vzeQ7B(8)A3wQZ#HN
zo-x?x!Z3siBjzWL7B<+)@9eWo=Q71)n9zUJ$zCGlZ4@R|LzePst_()g4J+^Ig<#>V
z^yLSLvb(PH1i_nv2D;pNB^d4kI>~O79VX6`7u2*KKtwCBQl0AEKbL-IoDAD@84C`a
z;v*dt2O@mYm!W?H*#xC4)AYt2Ri@CwF*MwoMm09n@?dt=nJ{x1Lm4Pq@7py>5nVi#
zjVEHF0YqHsk(Hx~O|6TbYXGitlPKv~c+YammS=*rJXpf5+Ojlu_pVnoH?XkiCNGR!
zR5496%h)FcCzJ&X$qfQbeNyQhnsV|V6NJ^T{?{pr;Pedz7Y?ij8W^c+CWveX*dK*J
zjI**BnmQz8B(^{fVcKb0*GFGY*6QN0xfOaqsktwR`o(4FDNOY<d>b2^wssNeHR2&M
z;CaX?+&qBoI=aWp?Cps<kV6;f-h!4Q9O$cr^!g1dOScd9eeil##S&{j>w2&`;wnw$
z)m%%^=TXG6C15Zn#J}JGP`5eKmxKz}-Gi!;Ed8!NORe^Q4fu`g$JP=u^HV$`l@Z(+
z>rL|c;;cE8La9*d+O5&>$SU7%ckkOLwM)e*J63MDJ!NWY;5?KNMO*3sHtQd^?RE@S
z{RZ41jE4#<sGU6++}ZbBVeiE5Zl3sHm>V_(mEWonGXZg96e$*`!g?&@tQ<jUB{VA8
zx+uKNgyr>V<}FaKX_>#K^SaB&xz}6rhlZEqTEb)NJ_;1HMw!z<m|%n;Q)+Ig;V(dq
z4c41pj{J~JfL(Ac?7*53BL%vk+yOi?-M~j8Oz2@)rn)r@3Frpr%}+JNpa}q^Beexu
z7GLA9;2YUBI38t;AnnR=d~7xfxo1@6HgkFRA0KM-ZUOc-Aw83^Q>IKmxBqG;FWkyH
zeM<e`!YejCcY+-k9F)risx^w-2k}Zr<u-H;+sfFyu=S}Qe(T17U899<wGCkhW*?qe
z`BK!#Te7eZb?@tVi^b5rvP>37^<#OS#S_cLGxIvM5S%d5q;wf8Lx#BMQhEBh+znC9
z|EVRwy(U|BA-Tl|8#XgxVCXLzrPz8pFR$7smG2kd$#5LiFMgYno>`);Sh{W7)5;!I
zrcYVfZINvp=-XG9hUDt|H|-)e3&GZ$1lXx~ll|F|ToYGX{I2eyLB8f~dAb4bgIn_L
z2uw7EP86X9<a4={cCw?=UOew$&aICv62wB@?*QB6f$(<5n{c|-KY#UpT~jo2`s?E>
z55hK<Rqrt;^w(d2EHYs|=f+FTBZhEYUxw)1V6Q1pfo{BUOxR-;ST$8o1nwW(72+4#
zC*hBAyYOHT=xSZ;QC3^AGi#G*E>aMuo0inY!dsB?xoJSGLli8gcJZ6V!PCZ}e|`OA
ztLp`|$bV^kZ1+Lb>j~|H2GfxrR(Yv@SIZkKtNl}xTpJG`m?P+(V!c~#48g&1%lsHe
zEz_-0wUkkh7lNpEqn@($$s_4Zt$$v!gv<5w8J%l_KQ^$^`4i-PGpV+;;aO)W-C?Og
z6bPgCW$_^OTMD3`T;5pjeHXeaNtUJNV~ZPx>L6ItmB}qKFh)}RnxD>8G?W@gFdZ5)
z0#MrdyxKi_dr=#oetdp(yY_d#4@dvHqN#RdhHJ3*&H9Ox>-z2H@>vS3MUwG~j0`(a
zf((Mh>Sitg#1GP1LQ<-_wAdv0E)kL|0~4A-7^f|ASgM0c;|-OZJg?2!a50`y5gAEO
z;W*bF-formeBI>p!!FL7Q;>hw-RoV<K5|%dpw`9ZRkANN#J<5yE`BHaHtC-P-B3@Q
z0e@2q|3D<x7{b}mF1SM=Z||K`%$Ecqe|tX|7n~NkrJ^}$Wl%`%Tj<|{!E{!1*uNmA
zX{4@BY+?g|=q65hcEA;%-N8R5oeyX5UT1yt_}Q=aZF}wbnca`gC9L`9*pWU&WA@e9
zezI{H6nmdl(^;Nb{ST2NdErxm+qP_z;7A!CL1eFTV#ZUs{QG4A3(j1{LUB7mb~|{X
z*$ta$aj4Z*DVJS9n?g)=k2V)$N85%Tr7Zx#qeKn|i<9FyLMB2{k@hr{-DfAR;bQny
zG;lFNOS8CsrK$9o^KXKi8_gr>vI8l@JZBUeRn>%ydh(EaLd1*!C0?<*Q4AR6Yt%M2
zK&dRq0hhsP?e2N!A5wgKWQlr!-hN#ap90Habea1)S!cwyXCr+TW!^n+{?2@jr&twr
z4d@Z3rwEA+C)g1%%^0j?=bF%B)nUU9yvlQg4x)Z68f2cIqcsI%nMawrI5$S2XWlio
zuys3dE-Jn|BBFo}O{)L;1b#cUAOYo%VkZqRl3>N((78=h#KFlwymtu32DA0$h0`uu
zI%}PGzW*yfTUYJghSMb*UuW%3+WQlP#9Dd3S@AWuXZi5(-bO)YxSyOT$KyIjIBdKe
zuPTJfUB5NZ*ETxfWsbB2|3?2p1cZm)=2R_aT0l)zer{!(q29jUfbu`J>Wubclj0ax
z*N)MnYgWw1J_Kx6Neyq64<9U2-*h7MP*B>I^|nSYq0r|aPFKCx%(po8a+TB;N@&71
z3+r&si#tg#b<i!NG7JtzWJzy?@1NZScLz$Fd8~1SXH}|=1NI7ByfN)<@B=je?<O`J
zXD5dzYTML3O7YO$2wZj43&riw<=F+jLiRrFH&V-gb@*1rQyrA;juSpr@4jXkEE;b*
zqxml<lw_F@*NG8V1pt;nar<xp8>JWAKsPvc_Mw-r_tQzunWRbM;G*5rb}uV9w<gJy
zj~wA-NJtQ9kG!sGmg3iE^c#lQ(-4AUMh9l7NyuJhZ`dQdOv^LIR<^QUWZY!ZzLwTE
z-5HzFU=Gb<pds7QOk@|X{t0pN+?;Xl_yKI)ti__-RcabK^QCB0mh6=ca2@&H{bl~6
z-u~wwR;5)u{#R1;e;l2QKa>Ca$469-X+}Af#bRTMkce!E&1vopF^WnVO_X&|%K4NW
zW}8D!)6SYoj8;h!qM{iJQB;_ZPUxW2Z{Od)u={@OeZQ~k^?E)l%f~Cr_TBd~Sa5nY
z^){AolqBE?N<JPsKVx|E<*y6jT5?DZl`L8z*!PbNyp1dVzWIdWC=rS}ED(PmiiIo*
zU!VBido0=btw<t9Ov16?7Ngd2ffeP^NeKK2Y)4+ALvz;LK)*LCrF-j{yMJ5~zu9?W
zV(*55=V=5T3eu*iWg;ru@NkuCaz)}@+)oTCtL-qSye44A!1Km$4LU`fQML&ia#oU5
zN2lt0r!bd>jF*qv2YW1HG^rS*98D*s8k!$au`9iD{VaC)jay5xR~BhA`QDSE-J`<>
z9L_OXMxd$_5gR3XMHYu19khY-D-M^nHZ>XA25(;w4mn)$2q%-Z)|>NM$L1C&F#+gg
zS1}^C>NP`Bs!GkwoAJ((188V&BvM}(W#-fL;!nc4zx~NUa9w-c>kVP`6Zn{Ac@}n|
z>AB-3ToHVdSgM*QxQwwaOe&C!y#e0vI7<O@y9r;O%&n}GuJRek4+jP6ra{QAF!U&X
zha9$OKaV9pVRsD-`rL2KY?Vj{RbxhfBOCEAgZ&A*HN0Dhl7S>3DR7Y>m7oGJNcJOX
zCOQv`<pc#dp*aKJ_;Ri?w+L=AYa!8ElneHzcrh`!!KY*?Z1gO4Yt-B64NYVJiN{Xl
z#1G!zb58U6;=KREy-DW+UseV1;2pT<qqjLlh&6=S0}!FUNRLx*38cWw!^4qIw#(im
z(FpD_vhgc1LgAR(Em=54g$Il5)|xxZp27g>d8DrD%&k*E82a~ey6J|&Kz!2WUH-WC
z^Dy5{<wVo~RlXGolQVGWSOOl3*!W>vWmV^=eW=P@y&TYm&lBg4o}Zb#IflohOQfm;
z$vbNaqY!Yi4L=lM!(LQ^!E9KEx(+Nv*_<UzR=~JZQyO(ytY?b1GL$V96`WOMxhkOc
zv<nJrtSckVKKfy1toQ6ifYb4=k4IXqckR6VJ>+iyw({Kx%dDVg6C*?@SaO}EjbwHM
zm1#;24>^#-Nv=(7Be}_#BBEQc9Gva8PLU4QN7HNdoQ=p&jWo@@wAjr>nM&xe5R#^4
zhHaQ921pKu7#JxG=SkTq8A9c7sOuLAgW2r(b1vi%Pmk=kx8FTu8Fs9Sy^^6=<Hrm)
zR|QgVDhNCPp^4g9Zp>t3hf#(iL1CV(hQHeXJ=wM3_VPAB<sCa)Dw*`&0A~!Toi_)r
zVQ8y}1O8}?%!gHUDz$t~YKxvHD|tfzX?_`)ueZFnYi@~M)F;e(M0fi{u{159W!fM1
zr5rYJBNH5Y^|92Vjt4q4e#~ih>`7*voRf@XKe=H~XedZwd-qpE_&0EY(soicjS-6g
z&%fC1(=l4hy41i&J_JOe3GeUteZKBDIuro>jAN8@1=S?>py@UM@(!G>4u!>_yAP06
z=aF0l){&NJ3FSJrCv@_w!7*Fag(-_nHV^Kz%(HFQtl^XUF(zy!y6I(AAF44rn~>I4
zofdXN)F2u=1#Xp@FM}WY_H$<w+OoA*Gr7imyy8Gv)=Cc9_onb@+MJb=LrTi%wOQ;n
zI9e)G;~_!--4LJs>{(|E4aNRGUL);}tnqTLRhGOte<LaHtk8R>A&}<@#x;p*o9)M#
zyO6D6Dunbu9$exfiBC@GF%Tiwe@)B@%cQ5F*Gi;W!v+D5=2Su}&TZFGN_$<Tic-py
zk7w<b%BaULNi?^syKi1|v4?u(;feeoKTO|W&N$Pq=qOP!N7Kwy5<0Kfo0>8@q}q*9
zx0)3<_`H)Nc9e7=%35ix3?8c-1E3jTA4L|$T)lt|(&?ZF_=f~~5d<-%a}V5UH*PIn
z<wvl+pi#}nJctnG`izambmZ)8T$y|0Cd|sa2F1AjXNQ}Z9E<w?CbIL<-%SQU0?fv=
zFH|1Y0j9Qqw(F+6CA+5hdr>s@7z;K4+Ko9y=$t7z_VCJ4WK*l7?igp2yr0e19oI^_
zcADM!R%ooHN)HGK`VdHLF03na_$^2t=FgFMa7S7L+y1%H0|7QP$PcZ@B4>@Epfr(j
zPQ9SK{_^nQNz93pgCs>pX77i=J~CS^5%GZ-&tKjenj8$oKn4<GyfthFyrTuj{U^eG
zO*pACZ0JZbA~v(9ZiJkG>e8yS+O31fWxckul_fuMVZ3tVC49=*a@~18N;C<K1^%dr
zk$Ug1J>W(cpdroKMHLmC+1cSm5|*H*DZTYDKyGv1^wM#4<=5xmGTXrk{rEqKSF+hY
zbtVH50NDI)2yC3zblnq`5pYXnV>Zv{wWqJkeJ<z20OmILu8iR3lOaB1#52W&M>{r6
zgvZ4Gjcg%iiS=|_3_^9M=(zs6qUA?d9thsx7MpYtq3?^P;Nw!iJz*Ra5#ct)xS9yD
zNR}f25{Gt$_|Hjq@ac|O)gIdNSbEdk^<N_)*HNaxV4~zUVp%~RIz+CE*!xW@+yZJP
zR3TWV4R+tdb#Kr(xBTN{%?_7;pbdqT@Dg@RXr0}NMOEE^3*8PAet>I5(GX@Ex#i;m
zb_L>CJ8Eq+#SEgR_!WiRB6AqG#D!?bFTn-RzapU&RpO9s#j(s`{wQT+%)|HPmv6&O
zBHG|i@RLC7)5GPZTN79ox~euR&YdqFUp_avusKu3(9P-O1gg{GK4|yit>U*^^fY#E
z-J7#IiHJB~_}G7BaV8|n?wcs<?qUS9uEkMSLt^@4pG?TPj#GxStQ$Au9(*4j>C0#d
zMsp4!H&M6X12-s#SXs1Q99wwfd!T_dv>O;YcU}j%XBaz1Y3T@y3Xcf@biruu9M}`G
zr_(F_u2T=_NYi?!F3Dj9z$bN#^kUj3IpZW~zqO&#=^6j{Q=GkvTPg;h{r)vx6YuwP
zCunli;gsLrA7xd!MqQVEKHpEUTM-M22IPR3%MxXcq<-PRD50SlrtpLZg}L%FTuqk^
zXEMa4hEeK#OC|dxDv`}0PbDcrDH@G=+3ujEu!JKG!A3C%Ydp|4c_e4;S(96x$H5Mo
zrv3BQ#t}6WDurfFot=9}^+R=h9@m>b?z2<q`ry3Jm9%8jP_k?$WP@*PVXeaRsuFXS
zUC45iMX|<Og!~mfcxv`k0Z*KtK2YOTw(np&97s)Dd-lJh$@dN?_vnrHZ?v7yzbPff
zk~-H6OvmD5F*YR<7LA7`puUx?13R>iBJ0}N#lZa1nMI-pdiAOJj3Jl9Yru2Lxit+9
zBI1FBkEHo65hG!<Bx!}`@Un;VE;~ER_UCrDhDCip{PJK-L^uH7>Qa%?=XYDVv%EZ^
zm{0^s14m)prx%_e#_eCYIzM=?aoc(Edr!f3q2J!H_*yS7pwAb|8FPh`5Xi<1Te$~d
zJwn9`7zbmAu04M~7T(4`5fbcwD$*RjY4@B!t)YGhG4Ej)OKy4zSMd>)@=WV(FuJm@
z2g2Nj=o&85JqUEUkX1j2ve9CCEp}XEV*|WRZSiL8HKra2pjQzXePGJJgQN4)S{PF)
z%8kuQU3A|~8#vkUA(%p(Q1c%sP!_!FP~73GAOC?YmSd$^ZaO!mEBr`IJb&>U_UPdK
zu?1863~@~WwV}x|OeI+NoiA|USBcM8jz3lhr+<1t6`+CD-nf(@fFN2LAA!vPt9!Ml
zR{GEHJIP6yak=n?9dwuQ;qa(VvnHd+5g?M9VXO?Lj5|J?{6<l;XabnnEp4a+>tLiN
zO=%|oIX@bA)$0N8t~RbY@_FmIwXT~Noj^+EhG6He{mE_Bo#_R?KbMSUB4Q+Rym7c&
ztya>QCahUeX(_vCES(LMNMH5(cqzC81R6BTYwmPCD@n+YsC}e%!cusB-y<1J`O&h8
z{AQNiwOHP%om1w#Xq5FwyU^uV&5`eqp4Qyms7iP*YKHo;oB1NKb6^G?+IDBXg|Svq
z^JVp7=~1&iQ!3SOzHfI;yST<=G{H3Wm3L7k*xGuV>6xvV-y6#w8GN;F2_vDphB=Jt
z20AlJ%?M-MK}BuFz;~WfQ8txR5K|qTj0&T>rcbxNicm=}Gdr!g-+J;>{OOj%>P043
z9<=yRShZW_<?z#5!^z(H1H@5hUv|u;>CkzIFRXDfYN&Mu7}YgA&0fO`A3<@=#ntyF
zF7FgTN%pII{6<4Ckhg=vzAOLT@tEUJF=QLDeFdP>AURJSOLy3+zG$>&<_CUXb~QaW
zmzL_hAEc#XrUe2=^zN7Vw;CRWtQ`I%GvL*`+2`5ao&EFS&3odgDqOY_diKxUyTNsT
zCaPZ2{v)XH9J%kAj+X{c-Zr(LKPFV@{av3+*<s(fkbJ7zI|lE+;%sXfV6Qb8>wT#;
zVa9q!HWCzm={AKzdBL-kJ_wX~se-q7UqyC9B13f6D|$-Mk>tIX4z)bYj+e+~7gy~f
zE>+i+k3RPZ>!9AZzeZsrh#-g88(IQF0_VhBeVak``^8e1%qib9BB@RRzf0hu7{o&Q
z4y28QxM|=ohb`8hVlN>%*}RU4a2py|ZV5|p%MW<y)kBH1SJW9C7!8xfYk{ed>2UL1
z^nyC$WF;_ueI^o)n8oHOV^!yTc*)pVG!3Yvf~hxLu{mk|t&ZzzMD)|*gI2q_FY%|(
z+wBnbLFOp7(xzTyW1ppcnC-Jhqj>vK$n>Xdqw|vK&%)m9>V(Aq0&Si<<27*r;Vv$P
zA(#w*WCy`68-$!Hw;hr$)rVjSFLh|mSC<@Tyd&EOuLj(ZN5Bx+G;B&}Qagb9Yf6Dx
zC>${1!*Ltos><77Oy4C6q?!eLG%#fd-ELCP#G2#MrK3He>%Ow&@eO*wet{`LB>0Gk
zA)yBj9i#FEh)j{LTB@LQwn3wbEz$+cjSAo?>N~eoWj6i>i^u4orqyZDwd%AS#V8zB
zv8_xF^FbL`)BOEGZq;RHnFoswab*zRb?IDDLF?@N+)9ofe5J8$ulG6|<F20@+XggW
z7K3*!Rgc31hjMGt6}s|e7!A(2(tCq>EZ4V<h&rzUy_WfCM^m=E64utdlS{;I33svx
zEhn$lv%SK%TjHPBw8_9hf-g?<P7lwYSM$~9xt&PzU15%XoY=RsCz30UaXENp>ytm<
zi~oU+{>U#FH~I(4$<O!E8;{#?Kl#u4cUWQF^`yI!$7*bHB)4j<NSrtE)D0;dDlEUr
zV{@%&Fcc&CP$;v5v6<W*MAO?+aizLQIZlVsLByREMukJo@lmLb>lwOF)nph<+ID+*
z3_{#z$tStaQ_i_rrqFlrM}mMcv{poGQ@YVMKaEG0p?m`h#m;Xe2>M+zWTc&J8`ns!
zTWsEBM#$ERA3Jf!+x<(j1?9=GM3?A`rF-M!?gk7ACWB83**D2p?5uzkv$-B!JTy!n
zbQ}#wq0lQGMeAn?xvGXIDj-NP!hRfs9b<FRlCxNe1k9@Xw%&N=>bZp}AtAcu_Uy}-
z(C(_GIXyT3z0<Sg4f=VFn}~$hZW>T=QeHMZG!vN>nlMB7_^1WbGEnmH>7f6`74y$s
zo^hA6PyglBd>wIJ*$4W4?Cs3zf3fZRRuQ*WS|&U^E_hL-wyWN$AB&n{E$RN2*N5c)
z%J0y*p^pDRnfvid<;9Dtd5K6)P!`0?laqBN7wDjszKKM-eDg9g7Jd^+8W^;RkBtla
z7huo34xK65)E9_3RUx9j?K=@9cT3MVj4wnSV{)qeU*KAmJ2IE<VuG<xh<>-O9JMXg
zr90?m$ffYM)Y?W`jThUB5oC~nQox1+^JHqXJ$nNti1M(bz8YKOI{4?^0A)kU*Iz+J
zayyA7_8+LJ=JIn3e0u(J8&?kiSgj#$nv8)yflZpXP>LMZvYy+t=8BQoN5vHyFS2eV
zm^UMoZJg6BnOmE8>elCaIYPil`KBwEwVX7#8cHSfv)%$>R$KjF{y#QA$6`4YiS(nG
zW^mcV&UR7Zhrv){E}kr6RG`P^=g-4BT9R^%9dxJ0{5`*LC1k!|n3cBFWlzsE>g&5c
zXnw*-mgiQoNZ?@|?#ksR=cNHbM&5bcqe``{cTY7#9ylu?=$0@WD8fd;7dPCNN573B
zd^0C5$A*!z!+Z^3oz1c#I2;%Gkib^xPSPF*^3A&;?}oB*-w4D6mr{->EyNtD#8kta
z*luW~5^&(}ZSPXuW+XNw^@;EazZ=3vcCdxm0DvK<?y}(kR!YFqe0cR{d-uCN&a&nf
zIFO2Wp8l%2jo((nX18gt;{9wSQo_!bf%&VZraXC1sp^A{DWstAMj9)P2BwK>r-BG{
zIL7M$9#>aHr!!SxuCR!vFe3z*)e0Fs5*P^dZE1EZ++NDU*D){e9E1D2Lp7X-M>uPu
z(bwR!0GI}c8Jp!szQ(^mGQxJiA~Kb28DR-1dDMFlnE~_KLsmv`u^3DgYMY)0XkE6P
zQ+D6=94Ol*vK>u#A!+^EH=_foeg6*>ynp3s-0r;LYbx<qR}VIAU&mo{>&lRDHHM^(
zwUpLyi--%=4Rgh|TR>qC=fO=%4y~^7&}hesC9zvv(nPHbpCbSH0F)<tPC2P6#A@Y@
zk&<ci(DK*al1Trov5QQqb%2~1qvEWLRg0+{Hdn0GqNd$_g!7VZ+w*>>LZ2MkG;nJ3
z^c!sU(1GaN>*34E2XA6-2Fts;=>dcDE4Y0V4_rqMNdtz@86|hSMUEJrmXI~<gV>g~
z64WfYtuBe^&V#9><aV6h>&oaIOL#PwGJ?Y4h3v<&Ewrq$P|5Tg2ia25+Y_4XCDv1Z
zp!j{39zVRT88T$N77^^Ta^T_?8tAcrjC_Cq&`FRwLT&L@ubpeU3qk5j8V+9vi;^p5
z1tCsP!77VuS_%i+D^;9nJrho4-#>#vrazyWb@{q2=`>v-Rfw^9b`J)KzDK-SYVuDg
z=u@7zmj=Hj^t2SQ-aFPi6V<F7e|5KqTT{OjXyl05?Xx!`W0dz{x3<*XZV^*4Y8X5&
zvk<4Hu-1)XH|2Pw+Ib~m01oUe*|YiYf9<<+O!YQz{aUE>pNc`gwwC(asbi*pi?3cq
zYr96*5a~KztsG{?Ab$7$-q|WHaL~@`;X%Ro2`(>+6lICGi{r;JtsGkrq$}obGs69a
zr2ssL4ORWc3LM%L!i(=wi-J54*xLbK54|pbADhy+jw&b8_h=-=Pxn}J?(ZRe)erC`
z2Ja`35Hb?vw&WcrdDz)qt4Zr2#tWgW=}=t)HxDgo%$bUBm2OWx)9;u5f$>}J>k7IT
z*}5)dgA(-K?d!XbmATxh7Ftkp*cY?Bp9y{Nj1OvQ*Um6|lVbD}37*TUte9pFkV(lH
z6nwOZ(RaqIND<B+rZk7Cq9g~d-3~qt51*kujzPF7KVcL-6a;1XqY2m{IZ8>l?gkuC
z(0ZYCI)9z3diFuIe*8?pr^U(1ukV7z8T^>*El!cwn+g0yoVXNWrMn`i2xYw1z>AkZ
zPAxQ67b}z=Wb=JZ{P?}4z8=1K5|>mi2ZEkyY;3kG4Q^V1*&&8I!lRP%1mfF>^^j-x
z;<zG7)_Cx6%oe<_eJ_DC0yJg~UER{XkN+K{IbfZtT{RW8=6)AwW6`m-60^-4ss0!H
zwIAe1>&Lb`uB`yYj_Ch^7kvG?diU4I#<Rke#L;RYTN?Z4i6GPdnq5?dkc$Y>fT1}R
zZB@O!Udx1O1wk{=3S`Nk&=1!B=!I>eq-*IXUJ8oX`##>B5H3>?p}kay7>mgBz5)la
zXbdeJYuTY8bLon0m%YK%8Kte8e-!-O>92IPrSM4lkN)(@-XrI)e)=!|tx4yeob@>y
zE~`c)&2)2pt-l&B)?Zr~8AwA!>+F9ML*Qiks@U`gU~J<?Y+8zFI*_CrcV&v&!*c)%
zA_sXTu<-YA-(GwE9`jCk(v%4^HDjs*Mb#O6j629Rz`)C<oOg*nEQ8masruN1KWQ^n
zah{D*h)!r$hVA#E(aJjITn*0sAc@s&%r8f-1^+72t<)k)^kp`hRwOuX)kLqa<9m@+
zJfgt-d4m%W`=4ZQfAyt}pjrKInxSj!Osd1-H_u$!TDZd*$@*;Y_So6f+uzf7uAekU
zS$i!|kDh5aP0vYPF+}}NAUp}&6{(VxR<)GA+!|gV!;IkdpkD^e+Bc*r>XH~xIKnOc
zrr<2w{r5AxeA%vP35$CW64ZBf?eJ)g8d;TfeOA*Z)N&m{x724V4)&fgekpXV`*{$k
zAoY7}H{F*gzIRkFKjQM4?#+uk71{y6?zK*s?!rL>ubROtLmnFRK$j|=za(_;rDJok
z^~?k>G_FoYTA07TY7vrP$@XJPGDIy!k3vYCRYBSPW}+2g#Buw<Nc#N+4_JkqUf_Kt
z!FDNddH-!6kfdE`+e>OjGI3dQJY)HrEeEDkrRxrzxr9nlnA)SC|7)@T-qjG5oP2VP
zR&s`do?hqbPqXu2cdsAiokwovSN-<iB!1w;Ly8`sZWwIAULbzX3)&H=JD+}L8aH+m
zdIA_(YB`zwM3^n7I-fL$m&(ik<Qrd)E;FbvQA@-9zsGX0!~@VL4v?S}da0rm8x~^W
zg*8ysV5;~W+5Ey)ZmupfN|^kay;JiXP7VqVQ9)?1kWo-~`=X{=xLnX@A?HmMs4|L_
zcxyJ2y~xefm)=!TP%C@xI!+QHXp|5Z&8y)KdnZTqCQ((u!&Cp0c+r~S;od+#KPEsX
zFW7Ej!?Dz(R6op=)`hZfwYwL~sO!yM9f{v|#7|zrTD^>@Xf@xK*T}aFgM9AWgL?z(
z7|&xhAHWgDPBzAFJSjZP;De`v@!02~`k}z8zHX2NHb~%<M<=K^$~x$>?MzP0X5y*W
zSZ{AnK%JfJ$82wglCaJW0cQ$dbos@{8&?avPqe>CFx<RZ>w?#RHY#Qb4|8%R9FB7;
z|NQC?&<}j1({pkL9W6)h-o!LE?VWkLim`IqZ<LI2Yf$1VpIrHHYih_(FW$BZgI}m{
z$Fm5m?BwGLJXIF(E&^%Gq|sWnaG4GV<J)l=nHen@sq18y`k9>EMHfx?)yjo6KXBu#
zwKGbU=h~;>_^_pHPY!pJIp(yKj7+>o<-C+kx7C4<Fpm!c@B2vk&Gu{B@(z*)us|u`
zeS&v0N{0YT%SfxGZvryX9Jw5w&hoF?E$0+b6Rs2PIa{p35=gU>T;nhd&|oI~SVV^_
zNJmF!vw~C6wxjWEKM$t{u_%=6FQ(Sw`j;hIUNA&-tFBWfi*Kre%_FE#y(-^tblP0d
zalGl=qP6K)phC5-qQlKr#*Ew{wF?RKcK?MQ9z#Kvh6=3%!j|r5RwUWi@YFM<j7%p#
z$K1AS>f2}ryi?T=iauO`s0TT$f-BBTMNjZL<S~BCA%Ap?!7r>hk6<s`&fdWu*00%j
zwq^*+{QT#~Ml+MPBW6xjUyf()TPa8wdv$o10eIiJG|x@e;c>dz3m-@2eH9fx=Rwkk
zQoQHfir-6VK+?%|D0A{KWC#z<+(RfW4wnH9`I}C9dDw}D{OVqlo>aIUWM|q=dmr+B
zJ)ce%v%~~LuA4VWYP-CTwHO_GWOC-iOqKIQ(qjDuUq{&kdm^#k25o?@3{7(vfQyGD
z>jDB4K}ywsf(?8hiEC(r2zhh8<waIQ+?^N;w&le>Kjzs@aNNW2G`hq-EjS30ip>t1
z0`m;-N*!oB5%rrnK&Xcs^1d1(6g|M*i0$EUw_-;mqmKd*hj?G{^}&!la;6Js^kUwn
zIwG$=>O?)4%ZCkb4v$2c%_*oQ!Au(*^N#!1;51x5Z&C2yyZ6r?X+NfRYzKnRPngKw
zOcrMnc8(rdnbI93)GJ+9+!(|z$p*jbDa#~Q_{JE<G_t*;;I-#<)L(9|=1QZ5qrHLn
zaSc37Zdly;JWyZ0&&S1JapL17t=ESRVZ7F(D_ySh;?RfD$sXLHgO?aDrOh*JC9WLF
z)g)I~H`|V25;|FY<Z?aRC`M)O<PG_O@xKYssGR8Y4qN|AYW4y09Hy-a7_;M&;sRB>
zRi$pr`C)QJJw6wkjuOH7b7BK5?NK7~3A#ci8avOB9g55zUp9&?g$y~40|Y92XTRH_
zc6Kc&g(hM{jZIUZY~Ew~V^vAPX?oqc_VP8E>1OA;&W@)mO&R~nY0pV}j$m@%M1Gv)
zQihF4;l7T2d8FZ?4{9jyoShLgo>4n)vv$Qz{^8pdpEv?U2xWuW44>cN(<<s8sK|>=
z4<s~`J3vGo-@Sb~a*E)~0(0(VhqZqGC*J1g$8CrPI}k7YuwI$D*lzN4>{L8Ec)M_)
zjkqGu(eWXG<x9tCO>f-Yne|6RU!?AAByG2u3}u$1AHD;h`F#u2li!4w!e}Cu0Koso
z6JU5f9IJxE<%U*n_i&1)46S`lj%#g9B9amE>@D^BdLKF(@KeZ0t8>z39xO|wB`zn$
zhn?6nWaP?7T0KZLO{#J!3z)0EE`bO}-HBo3<)EPv{C$J%<q*+IQm4xtUT#@&TzHY0
zxBzFnG*0OYfS@sRb#s>%(z|2jr6fVkscBE21xGMvF2>+yxW}n0SFg)Um3A5)+YD7g
ztF||Ct}3gyf~P7in?4wO9~xeEY(}aov}NUz1|YR;ek?vt<md%}Ljbz7g?B{!>V9+)
z%ie$4!$R{0ZxbQYWEe%Vq$!!R$s)FcB6Uq3MTv<GM4L}i>Q>fZy{JSF4@ZF_emD%r
z(yXW(izde=M5bk3^B27Hjza8`{r4kA_u8e#k%a5q^Q^stLj)b$=Z<|1j)QSc(^r{l
z<nEC3qH%N{L{x>AD}}dD7$ra(GnE)pF0RQG+Svf0mceUkJkeO#@xdSf%(e>m2=pNK
z@#>RDx#QI7&*GNq_}qdPLx6EpoL{Vcn~q3`jNbXx&6zOAi@qt0e2;|sW=SPR%GlmZ
zZ5dDuF^=B?X60U%rbzOtLJ+|>a@^vpnG*dAd<lV7vdquO8qz8~t3jdcupQKt62yIQ
z1x6L6TR$4qP&5`3;1;2L15{Kd3ql3ZmWhQzwnN@w1Gs{^<Tf@lBO|R;+28~`5@oEj
zOeqJ_#8S2n0@Rd|xWwYs*Wa9<$D*;=4a3Aa(`9hLFk~l-102DB;>RAqp(qNPYjN_S
z!&Z#Bc@*-xe0_`X^v5z33x^O>W?Q-EyPnp?R5h{KU2|J_=<#45Wj>`~B(bAARICNQ
z#FW%<IZ0QUGTEh!F!HbjUIMVKDi*`~2a1Dn9c#|0o?RJNJ5^18GME$%=$&bn&<XIF
z{!B#LnQn5%k)G9^*126@9848b%O(xTO`XS3UEA09Yoqmu0`yjIaw4@f#vs%&-xR`_
z%RGdsuCoDvas<YCdz76C{iN>ZQzi96b8otxl<}S5kMmBQzaqWLR8^sJRUJ`Y@y0ww
zHr{{iyY_^N!<fz5Up8moPTtmYDtwhYw!Crd^PW6JFIV>s4Cz6<Dwm(INECOSyK}o4
zYjSZ3Pn7HdbXaH#Dg-wrsO~#2@W9hV^=$7%)c)HiaDlCF%rFXAL8v}(KqWxIW60Q4
zu)f3)9`t$2;Is8sUde=t_QJ%uvgwBVX!!%A(J~aL7<F1ydD}GCnwoT+<F8ZSyvK)z
zXlxks9hR3W?1X{$9SxJI+5828@DhD8h#s*k^o`?+;o;gs1}|#aTX9%2B6A`J(aKb!
zIMM01n%=ui35H(*j(J!<p|+u#rLfn9An-KA*ISv}L$FC{24or*0I85!OqDTbb0h3C
zFuTNl6EFu^`ohL|LuQj-&G}G^*!SNlDK_^Gfse3vYU3<k$G8NI?U$r@X$Hc2e;iFZ
zO0Q#M>x}uT1XbvgxM>RuvNTvBdpukWeA8-c;9Lv6c9M;O!!_)21D;+gb1Et-Mhecx
z1(5pd!=VfWW9alDDw_)#{4e}alt30`6XrI1CiiglZ9mcUhT2B+f!eoj7TJ(Ao{V?G
zb|@z5-nUN>W;=}_A<F$*IaztbO(XE^R|?+ep<Y};0Me9^lc;n=Vtk=IcR{pRedC1L
zp43K}(Ni<0r_Z$4tv!CL*eI(zw<l5IYyUXZ|MI)(k(vIgqdIY~`7&Q;VQRwB27RHp
zlpiEFEin3-{y}|~N*RyqlScxq929fNEzh{0O1Cu)+K6K)Ug!W4_d0hT7*FUlet6O~
zJX9<QLlYMJh32zd+4?BX*zFgf7w=V`X>CY5tMq>J9__tboWJTVd|pE`8#A5496e8Z
z$KLyE?$Z;$#MbbTbFJa?2hI*z%+Jdd`f&|`BT}#6V5z28(YfpwYwb5Wy+>!bI%mDF
z^wd)3t6~S(FbodRRl!PFMJzsSJ5YNg-8jv<44NGjJg-B!aZ?H#*fiW$TgP>)LJjy4
zbX5ZpMK_)S={D}4S1zO_zpzg+`=sI&QSdlgQS+4Xi(_8vHvadx_O1-MKE#RwzvW1@
zsUxIhUAc7as8`mND0op?fs(NCEpSbt@mAd+7Kl_T$LhYNxGF3$y)|7yH*Zu!co^&L
z`(KSYq@Z#-HR>XcpW?0_D6u*2{3YI`>BZwbMu^)BA$EtI7d>TqqMZNh*f4?d;9$x?
zu$*atOXI;b=o@^7{}T6G2>6u`#zy6qjP)_i$dUWck02;2n)q$i#X|*Iv_lDk62B&<
zRTK4tm$$`{7p^X&fepuwKdlj6IEpfR^kdIEzpr4F_QnZ6>-5bp624DGqYV?tO-by*
zS+Q)CgRSriD+Q){am^`d<-81(>oTE<=RQ{0`Vd=wYtwv1R?%Y*fBRe1T1Iu|(2~8j
zl(vbcEitlbqQ|pc8C3_c9V#bU^)^_{9UsCe*>f54=s8N}j8%rO<YG~KgB}t?SDleC
zIWS;_nDpEZ36{lJ7+gOhO_<SfmoTD>o>E2_T92P+8zsagKF&)VgUH8&fE*$OX7i|Q
zxO+7le2ER_o0iL~$d$@FvA6XK&u{LOuZlPRHG~KMxT$_GhTUusc-y<K6(OvzBWYt2
z_#8Z{IUwjBmSx4H)9hz8U8eJqh+oIGxQ7y62EWJvRMp7J98unlpuzBkKJl(IBq@^1
zUqJ+)qOAY5TYnjD<c1NTbBS~-qz1oUsVYOW`tQ_+*$pQ_XSbhouliazvFp#h)Y}uD
z+Qq;3tWA6;wEp>PvHPGMe#n28w&Gt=Tp0Y(V9BKZWa+QCyR#Yna>vG|Ve6#?2>xQL
zOZ`8P4Tj<C=nN`iEfwPseHnb12j&+JTuaL|H|IlAKEEyB{0;L8m7luxt*5%y=?R6;
zpA}tS_@UbS(>s9%-+;k}TnhFcaWq-s!}ihXV2_}?b9=l-!P)vEr?|DXguU}F!Xz*a
z7nqm1Q#KoVgBw@geISX6;Aq^YXIsES&L1d?DIY1u{R5@X+Ro`co6hqZwazKd?I~>S
z{FGpvTcEP4UiAm$`Il|<`?J{|LwMkSxRD{ebQq5t-sioac9)2IzUwnyVjo6k-6gCT
z;7=I0&LcDT;?kzCZpS37$#eeRwfHIi=!-?sx{LpLW&BV)o4?<BSN>|<u03V>1$q7a
zE9z~1fsEhD_(vMUL4+$F%_F)Z1E4MG?n<Z~bjzK!%(tICoV>~1!-MYTe!JS&R-<pf
zp8TUuc6hZW4fWek#U#DQ#;;QgwOMZh^nEMqeg0K-Txg85eqXcBkywqq!ro~9CmB{H
zl#zw7vK*8^-_ux|;9DrBd;b1xqnqTSXQG+H4Wl=B{HQuQ^a1+oU3iQ}lWy3t;(O#B
z=n1!aZwu1fu^q5XC!FZ<Cu`}Yf1t}XUGx|ZODGJjsAKc$6W|s|$*t*6YbB;UCJl)}
zp8@KOXHK1K-F@`zhsjGE@z_aqrLE`&9^&rQ6q?G2<`>H)ZWty0$5FBqoMc?ET{8K`
z|5<bBy&@)`ObS<KOueC&d(ZOl%EJLCZ*VD`>I*jq104dQU3#}f`DKUR!ROgY%>$kA
zzW$mJVcwbg7=`rNS|)|CJ~#ksL9sGs$=5LQ2bxv=50vd+`taTJV48*R;NYI&YY%$g
z$&?y#AMC`VS(5oEECnWz^%l)5NR?ngA4Dw%XQc;7J`a#*N0Qf)=FG{W&nSzvb<}+Q
z5qb7V=pRhDizft1>WUbZr1d*lwMIgu{a^u7wcbr5Wvb`{c1vc)KaeUU@0g5MYN!P=
z7G?I}Q;m5|jX|;s^01-e`b2TXF|X8};<`>qzmK_TyD9ecW0QC9K5f~1F8dv}COn}v
z9HA3<>SlfGkV8@_KAf-`j_%F104C%t?FROiIt)SJQ&NHrKRdXTG%`n7sV)tewMtxC
zsnVWXrmZ^TAX+9za@s=vfx-r%3N!Cn+sdN_YEb7xLwkH$h>3|$RY_Qo@|HTZ+`GqT
z@{*{H<ttdhamaHIB;Lvz_m~%;X*+Mlwz8EGRD-g$=&Uq|Sq>Xr3egg^qr6j{-9@9r
ziWn2-6PVvNpJm<NWcQ9BNU;Kw<d4Hg$MaR)EgNuwT2sk(wRE%J&=;b2p8PwV#ZHGc
z2P@nEfo9IM=O5MVJ3W5<VwvgF^y2Rhlg4sY>;f|7&b(-zm!=p>K_cAs5cnNwMcV<b
z?U!><GT#*slBT??eViv3Z68MEpexA;W#VdtMt2bS=nMZb>xH#`k1uuaG5)^Rm^c2n
zEOkv}O_RoVC%t#rGDU0$x&s$1F%0#`qJqD|&F2q5&G?ZD$1fFKPgm_m0ZHk(*ur7O
zlmlhT&`4DkV?{+O9WBD%?wC7-A-K+J!mv10!j{@&L^We^(tE9e&}^*K)7uYj_dxff
zww25BkxcEEK9hZon?@91D;cHhms0n67}K?i?wfyM14xAYJ|Mp^Dlt3v*6=9FR`zUr
z-nyOa#Byvlt^l$1`VBUo#OGY1-G51`sUQ*F4W}iojO|!j2WCC;bT5UlU`j%ap-=c@
zHq5r^S%5KL0vYwDhpQPmuVqiQxT;{}L~R%fOIx~;>KOp6x(P0^XKIq;gXa724VLX&
z@p5!ufKguV)r|cFK~|<Q;#cXR1M8LHY&mPOS7m*|h}aFKHixA#4z7g&5io4EmC7*<
z9V2I(v<lpLX`Z-1G*}{Yfk={QNj;>jZ$PoL^^?}tsiG{YJY>;(#S5U}(i$NR88s~B
z%|IHUnxpjM(Q<w5?xmDXG7R}vqgVbtc^L;~GWfqvj9Bqb2VJ|+;oI=^3wZY?Rp3oP
zsMKA-f<Slm0zFNU6NbP~dvZYwdPXZbS~u3DPTwB?(jj3;siP3K{1gOMMl-=lib1q3
zw~~U4&~IIREcUA4kKAy`w8FV1Yi7W#&Hx`;93}gv6kq483~mN!SD*FgUd{KHkI+Di
zYtjYkYivv|KTMb$UjUVu<VyK0Vn)!u0G|QUw^BH%;zoQMgC;n0#Xl$jrY`=0-g15i
zvP(a7!owL$Wf)RN(NY?}(}o(+IunA80Grxo-lfXXoX57WlR|0@tFk;3$}3aNlE3W5
z^h`BhxteU}><hD_L^;EbM2bg`#T<&MzI{vd28*a5lSoVJ^hpz?xLdkou_-LmJY&aF
z2{m0Rmkqi@xBGj+;vgBO@8z;@a2dkb2c}5{YGI}<8sEy4)?<oP$^;#jW4QR+0k6IA
zz$W_V01nG0&n}PgVAG|zNmLk%X$5`FwUf$s9A}7Lc96{Mz9=%hW3WNQH>beQ?On8N
zbM`>`wCavo$jUu^5wAiwnrbn^Vp++?DO7cZ?A3^F)|ZR4TI;!+!-y~l%Y<dg2Ou?E
zo2r%8rzNa7b(^8^4=Y4vi{~6RJ!~9^5s-#(aE2JG3w*%OpIEkFdXcd5X+eSnTYd3Q
zy<tLE<$1rg2BgN?x+jir=G-FEShgR~vM{BTB=0MU?EU^YP(plMYF{()>MLRCCVelN
zy71+}d2>~eaD`*et8gRHV1CFfA~qMX2Nb3q$U#1e%+s%5#wJPL_&&M}MUPVFV@cm<
zH{)-*(Cz6WQH%_r8m_B_?*)cs#OCM(n#&c6cIE(ixara%G-Lb_kCVLJkuVJnkYo?f
zY1wF=tJ)V_GlFd!p1WYjY`W6LiPGsI<_MYxUJ4qSZ2L4d()kUHqPi7t&yOCv|1P5s
zMQ0}L`CUzGetA29GxwT*cQ@hPJ_$l6EF7=wYgK-jK3sYPe}h&(>~;g$Oh-1BzE1o2
zU@~&7eRF<I+?#2$XYp&ko4P->(H5EgcWDt+pf?NBPnhXD`0mTQigWWJyZR3`D?57x
zhWD0#G*>(Igd!U}313EsVp>K8^CTmIGZMPPfMW8biK%*#?Q9q_%d5BA!C_2#1|9-#
zvA0zhRLM%E8H&w(<jzbX##Pzd*+E`mD`yrfn!5i4ZGLsZtNWs#U%w#1srx=AXTi+*
zQQ4!C?1Br+i$5eBbGV%F0?A~1$lHZLZEX^PTA~CuMW=w$U+Ed5Rmx2Do*nbNyyaDy
z$)vVTg@BXC%o96i&&uX1-K0Z=7kB-E$HIEPX5%8lP3VxWiXLF`HcIJhsMT@;ykx=q
zQ`=Nl`1vQ|sZ_*1{1wD@EPYQdp|WQRj`Q<d*CLWV?fIeiqr9Z!k#<hk(frPc%1`!_
z+Dg@Cdw<jA$JJ(kbc8OPG?%JX<c#v^3qL+vz|J)1@c{x`XZKce*EO<j(*hinRA?`#
zn}2B&WW-M>@>5Z7>{-FD`ME;lJ0GZ2JY)21<MhQ6k^0A79j1>;CU%dWzMXRXMCxto
z+9BcH6Tfy3EE`=YRi^2OG8!PyUN#j4g>4wHlCFAS0Pjebst%ex&}=cJ$u`f*D%Uv)
zPhadyJ}jq2)cKz7cV4&BIQeW)xJ_x<cyFx=w6y>tKp)ln+_Zl6+kTsi>z}S8<(%(Y
zS+x^7M<eT*9?sDOihX05G6JMy++$tc9zKgqY#>1I4ZXQyg23ig20Ht8Fk8u1wFqji
zmBUE=Fs(4q7n0Hp*-``<is#nhn;0DPH}eU!x;et+O#m{M*$-67&GN^tss?z+nGZsf
zHPX0>gt<^Uv_9}`-?sNMd3R59X`A4dC~KU8yx0L`Z5m$osWp8}=(kPYKX7L?2F(#K
zGc!aVcAX4EtW@Ir>dBDd_cur6ks}FSXeCr;!Zx%HMtaZvI+c-prnjlha4qwF+f-4e
z4o4{Hz|}gUC!)Hkkdz{|m_x*4;HLF!as=kF(UM--9D*-zsfSVsx8_kF#k8VnmpZ(>
zGOOwt>R2qLmKW7R1Y=iajk6U&lSupLChCJt&z(?NOx6-?2x{Z(fpM7g0)~lhk+Cun
zR&m=VnNCmep_g+@?eZW%W~TCS>2d^jZb{tM08>wK{<aUbZfnbFv%~Q|HQSD2I)6Mh
zrJ5MMZT}(v7NDjN$>5|cX}~~6J^zt1{D9T&fwcHA|4@0)cE{C`n7Ka<V@s@mpt6AX
z&uSLWEI!mnW4hkF&AHlRZR7O9IitAiQ`5(x6Z=+gUjGN0KK8Rs?nTTzv>I}Gx`Dbx
z2I=*c8n0QEkvez%0}X4$BIbULw*CXn3vzz1^esLt)4to@56Q?$UA?Y#rs%XtvQs@r
zJO9Xzq_#hOcKz34?c}!Fjb7s3-^v;n)Rh9I_k6K$M(Z+r1>06$Co71tvf~JYsE?2^
z5*xbP(KE5mWq%2t^qZm<XbF9JW>7z?PH-C&CyY5azWGl-Fi4aMLM%8aU6#Iki)WB!
zbMEq!sOE^?UYWu#w}QJMg~<VT*LA)Q1$(k$YdG23VDa(a@`Q$~R{u}Q{cOYL_G8UU
z-@E<n9gJ=rKCV|hNoo&2_!V?AXEfqRzRH%zYfh}p$9x#vA-NMbbe1l}MA;SYKD=8^
zZnPz+mXc!YjRu2*UtzVq#3zIO@NHjsJh$hPKi6V~MIX{0;eCdT@|OMMAE@Th?*$)9
ztQ};WHGh2Y4hC(fedcB<FB(5Y5%yi5yAd9!<Gf2<DhjRt`Ki!S)4Kh2zxrF7JtM9I
zZhkV+$+Z<5tc;=g%g-a7&N+3LtV@1Wva3>kCOUkv^8MA${2$}}i|Ld3)pdgxl4UWY
zMwa4ZhQ~j=`XkPJmna%~AScp&=wNOLCWMdi1(t+er|#N5#~jNIB#WOTHEhaBoBx5H
z4cQ7ZU?=evX-(3`SAmX@C=x#I)&N;S1p&B)E10XAt6&qli+dv0?QP9kldUz=A8t1d
ztf}7o^RFIHZNu6Coam6Zra60q?l6PE2e7zzSyJY}Ei{H8VuCUioIW^)FHQ1U5s;+R
ze&WZ9j#}e}RJ$sRqCh3njNE`sW2<~E|I{3?!e@i?MjZG3V~>Z%+s#f&-?on`jI}y_
z=~?cXn;tRT)#*6bw>Ku{eU`8We&CQ$sIzdNhO_oP8703=I$M>7U%LC74)fKQH0{(Q
z=?WeOYC2BWbMSD|yOD*O9q5V}eQ97*?%h2h2{D|!=Jxr#wH1u&F%;glqa10=sca2)
z8qThATgb)@>b}keReH5|o>8irTG#f~=?lfPN&RTi1$CdonF*AM`dmB6sr9SEOl9Jr
z-b@u~rhmRZrD68MFo#vgWd!wB1Ukm*2OkKrN(>tc)tcRkHT1+@o5Of|KZt`jQ|{jC
zAeFZU?e-}JzOa4W>Z+_*Tz0>^xyUdhBa;mcUsqdAttH<9b-91k^vnVEv|F3B_visW
zRbNj3DNKnd`Tor{UGH7rhe7VRUYDKGPQi~)b`*bSd<d`*<+i|hbEzq>o3V-NMu&c2
z_y25QqdK3?9-#YVI#7E<mO_^m<p8flF;i7R6_ePgU3Aoz-s^6ec8hPYVe?MS(^Un=
zxq1@`RFgEHqvb9$P16o8za~W{Sr-c)IQ~5MLn7Et_uug2JG=)}L=>FUs_wjaEmk%3
z$Ul&8qG`!;(J>_!#G!7U1URlgn(g=o5g=RYH6R`t1i>!}#+-K=%!hqhYh;zA=0zH;
zuE=ch11+t((}m0Sv`pi)v^vEPP@AA?SW1mQPiVZH!T8(w&L5k5D#_6iwc^uiC^Kd&
z+W=clz6`#Zk&E%{oP8W!4muj*-zFh%E$+B0ZAhUZIbjK1j5-#}UWRLof;wZY;V3U)
zpb2h4_E1A-W3K@|aKt*cD=P=^(n2YHI(MoAGV*&-NMrl2cT-g}U1qb>0ad_tJ;h5Y
zEh;0mTsrhZ(o7hHG8f5f!zj_ExXA!3dx=<#+wyl442H$JVlZBN_b&f&D6AH6wkK5j
zDU^&Kx4DdtxM1iGuG3|)W4t5aPe5L1tR#i~wtJXm!go#ffa~GP`NCw4#!+X8>hbjF
z4tb%3Hp54%;n)Kk#6_&$(1dP%3>Zv3S~#>_aGMgSp0Xu?D3sI>C`VaKGad5e%;&;@
zCrAqmfc^&t=wDp9G_ghh4@k$nHp703R#58L3mB1}Xl5oBiKva!p2jROEh#N1*UK#T
zbF<&`K;kx`j_=NvQO=Dz(lS1X&sEh=W)0U(h7KXo+H#c<;l_|?v}nt9@&xBvk@F7U
z7hFS4j-wW1faM^!uD?5P;lAOmLW^Qg8W@I-ZF&y1^{9|JauF5t=NXsCY@E})gM?Hc
zO!W5l2?ua_g+TF&827km8Bw%yFsk$(cmC&Kf6YD$2G*95lF6Q6(|6p^?OpGR1`3J*
z7SAE*VSrrJ0;XLb3^>EoIau<Eu=BY^R2Kri3LCTw>ev{J{a_++I|~`gXfvR6lVry~
zM#ns+(ERa%);{yL?@DQ0aK<JzXl!CrGJ&Z9$u_dG5A)<W-B&r0wjoT;L0<R=I=83Y
z+U(@2$av#62T)GTnwxKpp^Lxac(;a?OF0RV4YxjDmst#ILY9)+DwlMYl3~fa2H{HF
zZ7K#@X1CU!edJV`f7$Yc`-2xVT4%n00+nqsE?WOIbzS^6Ct7-n*YEdLi?6(P8jF9P
zTN=DK`3_s&>foIJc|3P#!mhiO$3U-j)|*(Dlx^R=<#*-Pu8DIg<tfJ_$JaY|-}foB
zHZe{Q#&{AB%F3B6!Hx6kQi4z*|G=ZzE(wt<rP3^*Icqc5tx)QSpKI)eOy^;>>J+-)
zJubXgu$J!cB009(#!R%DU6hdjHsRov=A;-Bq7-Lg*uuBMZ+qXjJJcP$>Y8odKn@IW
z=@=<JaH(q8h-yTNC?YxQDA~^?(4gJmS1xyA@Ta^iPF1lHY$TUOt$X3=<>gYR*x-Hr
z&Y<IT+yp&HOAc>b=DflE-jPLR`h3$#JoOxx6{}0@tzx?^{bw%zU^9VXgZhyUr@ON^
zss?UD3>Z?nd2<NDXLky7H1W=WJD<VZ!aAzMO0;ws%Q2=aWvc}1+zdQ0&H{+dVWdxT
zmG1d_eHJbDldO!4i|NB>W7Vp~;S}%P1yspsv@N}fJCPIg3O?lX!I>dw?ji)@u00s?
zt`pAjmknIm&G^vz=+SV5hqHI|z5CyW*=<jJZD?cUmre;5-dFEnPO?eS_)8^;SNF1D
z-WDr}Smp4;x>PhEi%BNbZ5#osm1_MwdTE=&SA{LI0*8T14nN;ge*G3S6uf%=@=ULq
zTd8W_n+~2tkQ(&8f{Tf_g=fO>!K#A15hIE}?8G$+9E*ERqG-B=9(((j#*ehw;TZY0
zf({Ur4)H?HRCV&-Spma)d<pZWJL?Xz53^a6rfgbvnA>svGaUAk%~*fid}0ss)>wm(
z6xDcqFbV-sdsQDcrqF7pQjX`HH|Q6g{cN_@$M01^r^aaF)`ERo_oh`W|2q3ue_g*_
z={?qbneb9M`|bs<e8I>(tFZ&S`Yk`n(u(<c{&4QT9e!i}`hq6DkA2p`1h&f<7T3t^
z)lY<puTY3|p%rt-%1~;>IVe1Gt9iwCSt!wB*?VTDbUqUb_t=NNB5LFH1Q?l~UpIE5
zC%s(Hz}+ME2eHZ*VP4ZZ@^F8);d!yAOlHI(&#Y=K@}j!EF$pideT)ux;?v4g8k0>E
z8x7OtU8LBR6%D(=n#-Eud;SQT4i5K9#ZKhvVvDF@tj68?GKKGJtl+9`27=K<O>TKI
z*C2_(#3mJYK^S>(gjKL=m*jb16#hTxOpF1S@?(?V;HM1O43Uel6iq)RHwnp17zPcF
zf_wR}N02l6#Am<_C=A+!x86V6?drO$p$OM))+}mhw!CqJVqPyjE#M7}R#9SkO~MTR
z6Ql;wY6IRrOFAEe-}ehs-**MAui5m{3NCGJa{M--p<8v~>l<F;dxgS>*dzU0tB9tb
zwwc*D<>o4V@A`XO@9oonpex&4jcTW@?^^%K__6lww-f(BJ7oBwu;L)Xt>_6R`&5<r
zQU$Wr%Dh!HeI?<;-b@ksYE}rD3!d(ykat0QgMc@Pv70R3DY<_gUg3MhF97a$f8;u0
zArNK<J>VUE-kZbYb2JEc(l3dG7JnT(-yzY(vIUn@N8(;joZ8ia=uS_s{`JCLuVne`
zcydEpcVfc(L10iV6Fn9sy%Wo4-`^uyg!BAgo=6g+qE9^WJ{NAn^a*5^4v32V76cz3
z`?)N)-R0<=eR+OJB87?$72L!O@r^XZ+NSo+uw(1rAQa=B*V6X~%HjIm@y91k+C1l|
ze(jrkCO^N5D0dk3Ikw#=Ho8%e^@d2^+tC+ul#cWc4Fhy($R;FJ9}dG3b5;F_7L_|>
zibW_&C*yyL667tGxRxo&^z|f02m4_GHVcv=ibTV4K7Svu_Fp(ljo;<`rTEd1;<~Y0
zh2x)`diGSdPnkYYXkd(~kv%+)BBMS~C?-SXA;+g!V>7m8E!-hNGcF)`T9)z-D`x-;
zw;7O*!o5B5UUMgys-{c@W78U@6Pk{f1-1^bi47O;!2<#K1aE27KNQS%=<|0NRcjD6
z@u93u2T{t<BYU^u*Z_aV09n9z<FN}vl27svWBcpItX!IO;F>yOwib0I1GYDy|Gd$U
zR~x|zO&2z{kXsefb3sQHwzgE=+O21^j)HhFGPh|C62OoHj@tAEhdAF9f_dQVqQ!in
zD;pkgzP;@KC^{E^rXTN*j|g*Tlw5KfHcb+eySeS+x{JF)l-sHmg(Bo$ZnL@N-tI2R
zhhdd&$fcqg$~`K#bVEw%``hnN*kh0F{XVbrI?rb<GFndu@2t&UQzP6frp6nA*;l6A
zds`__(4p}yoR-!iBpXFqI{<F)9GBn>S{*(K*r)&SSE|HY^_L6Z<j!9Cc3k+HI-_f_
zO08hT4v2@}XoBa>1KNs8121xEAlM6Ks)<6Tc`Bv(JOmmT1&w2AMGNXwC9AvHcNtA}
zh2A}FNlCkpH0r*(3VbKmSGJZ{*9>i}k$Q;l#S1R8txhEIT>Z|QY>C{|6PqSyJx<(~
zlKylB!vMh`glIx<{j+=S5kR<__^$8hT?uc2czOuAs;%_(NQuSB+k~G_UYppL0In=*
z+<jc|<flcNwoACZ;(}X&UN`1XBl@0YXO*WbY973~)yULBUTuPiFiBH1edd661WGV%
zYF{~gMn&hk2eD8;3u$sKzfDA{`o%_PLT&+66<f%U2gc#LSfv5soJ_ERj?|k{#419@
zppL<^XC-6W8q3Fa4xMAGa4{#NFI5|Fo<QYYbH+lk?XN}#gK*>cfIGjls`0Sn&Oe?8
zJJn~MCQ2o)qS`!;Z5(E$JDs7H%!!=WkI<9qzr3MuC9X@6*MIUBkia$XtAFf_KXG6d
zdP(E#yps>roMJ8^>tls_hndFaxtX>L{xky+7rXLyYgcA%q;2qB-NAmF+eaQ>;Oent
zyxXV5&o)`XqoS(Ob8Tq%ylg?XRPgt?P_`<X?PDRMzfVtFVy_or;xfzG=!@~$UAFgP
z1gL81+F<Cbeyf-wvZ6PJ<1Z8(HNp~tLZ5|y4>;Nx;8Gn{S)ZqDsKA?X?q<8-yt2`+
zz!%0e`SpYcKndd4U@+$qJXwzmldUYopEeEN{%CXR@##i&9R~9V<%U$;wt8NO(?weF
z4cOiD<v6?Ronnr26`jVj{p>EyvE4zYq%#l(JlB+m*WdKUWYbO?`Fl3@YBX15@yWbN
zpB_*xayKuFxk@U?BR3n3j&))-Z~5a5^Sf@{jk>^N68h)e;cATkZZGwJ*SK=q<&ElD
z^AWLh&4D8EgU4;Je7QPBOzU0lvi`OF5j7CRHxrNV3t$;E9kEzDjE6N%T0V*Ao`Yao
zKTdI1eQ03Dx&nzy*#b`W-!TYX94(61sDt&q={c1QC2J|U|BDD*<(u;Y(S)AV9W*lv
zW?sr$z<8C8k^ypnwlCUJgoAs4@|#6Y`FFeDE8Z+2xfSk{x0`PrNxr2sIq;nh{XD+N
zx^wv_wIkN_9<yty<=v5ynKXf&_jqE`+{Rpm0#9(z^yv<ut0uK9Sh9%Cy+Ohs>-5eZ
z&bKhqpgoz;HP2Sy6x}@iL!;WkE07ikO@Pp!8?_0rx1;+^G(QPh{rhvyO7{KW`+XJj
z$+;zkDkp!OHMbJK{SU-muBtPAsa2WOzfM~GceZ|N;uI~ht@Jq}EFUEGz^&cDlA(5q
z%e2hoWSH|RF|(QdD~0x9wC!zJI|YZSC+o0ukC4XQ1Nd@}-wSm>dQtD8LjNJ{qV_%J
zY^E(Z>?1xtF92<~>50gme{s?3w&3`ck8S6Tmd3CQZQSBpp?3%!N<spfHSDmbj|3(H
zAdG8Y&QU_`o^q5x9gdGejaK?rG(mw#yFS#?;JUb=pYF-b(TZ|VVZha{Hr4}AJ4T!r
z1m3Ei-(k+0TlKm!w8K;ngr3DMUg6G*L$R!)A6h9a|6{z-t$nmkeDUhz)eP4OuQM!^
z8ezgGFtLNv{?s4<lv&V}3rv@&E(`+{5k>yE))LFD7Nq{D_j@Ygwxb)aj?<Y<QM{*~
z?C12{iCMp0l5(bXr=R-MBan9^^!+hw+v-Ey_8E4H^V-K}wd|x>XB@ZlnH&X&&nrC~
z-BACmpz~A!usWf689b@nVfsU@$L?q~bYfceVP0nY^OjE3lN46}G%=D9ia&zMUc*hH
z{3GJ=rdxyY&&bdQT4|b*b%xUFGaqy_7%9y%0Hd+2D^lik5{DEhazJ4{AEKKPS0+rV
zyh+4%;FT!t{7Er(($Fi{m+e^-?Jx-<*$d|l)+mMq!sG;u+vy03iSpEY`lXqv!%FQP
z9kLKn(_#9(uzY&3%n8ZlPC^Hpd4VUZ!*k@bC5a3huPpNP5RO(Eo~=-bA6(h0@^Z8>
zcJPbO*xkb*QNpL4Tru<{K<Dnwdg(Tv`iiK8>uFa95#`y0hntv7ZDjy&<A%UhM0rMF
zzUr+@ZQTa|?O9QQovk0W-^j$XralHuB~xy$iqtDFr$3v45=E)Bcea)LG&*0I1VMd&
zx4L__Xj0=Thc1+^_~445z;wafwvR`m$yl!E8CiC47w@t>U}*mWvaS*vnUT6bL|3S|
z28>AieC=t)yj4O;yVJ6ouhBcqxa3u(mO1v-WD~jBIsSI!wy)Qe4LSy25LB^>KTaF*
zp|lMh@L1}(6OUsj1v~e=M-Ai6%y);P&sAYzI6Ks)l=V8HZS7suq+IF55&?(h{y#N2
zFp<X6lIc7mE9kCY4Zt5eDJ(>CP5dky`nD<@S!=?$?l9d?yg$DM_%Qf%QKdxA@=^bX
zs&m3FBA&$?&-7pGSsi@aA7(E0@YCgI6thmBA>I-?5ba<CC7|F>HEGUJ5l}kF<+s8y
z{hZ2pHwEf`GQuERC1UF-1h@5YI!Cfd%*)dk0XdAcMyYJp?!V@GJst5D3EAtq`E}an
z!`>pY_NSr%s<L5`HE0;o+3SjCCqj@Sfch0Kk6S1I@ArN;nYwfZwEaE4j6od4V8zeL
z;zlNFjSvy3vKAYsv`~hfTbZbSbkga(%iOjZSKK{0^n6w^PuQ~9)7yum%EDllq7CRq
zCuKCZ;3a10j(3qEK^F#C@ke#7+{0*Qqk_AZ4&ZKCBy%?n3^0kt@<HdQGOQ=RE>8+=
zYM3@E>~m`5W5&e667YT1G4i7nQCM5n;M$tsx@N9)<1yb09G_tIOEsBoo6M;5TVO*B
znG7l@^2!t;1qs@Nswg;rDF=?~dT6wHhDzK&#t@Y9-#IY(W*24;2MpM6zk)$H)83+n
zE1_#B0gNn3EpQ!v$`o%|x##nY6~x7NI8jaC)Kf3M@q!%@Q{ef!x*VjPrXP;e?BdO6
z+^zNAK5#@V=$F`>#h?9mPt_hCuk7xmLZ`Qt;=1294Ms840+p^_yVj|c<RI!spGNFC
zW8)>)5fSWO@A^e084=Ep>8d{4vIuVHYGj87+w_R}9y+V~0hpZ+Bxa$vYYjdwb`071
zzwsEF^p3<9SU){YZHt<DMwJDGAvYc_o!PKL?wgfJYw!Q?+9B=XQt~cQ(WYYMu=)+(
zA;w6p<%HWKcdu0H6cbjeH<4HBb0<a?_Hk_d2qf0Z|58d%cdu4EjXuPFWIvA)>^<T=
z{GpA}>p`+Uc$|+VStN;awChjWK8aY!M~DMN7~lqw5v!2y*^Clcc$;aX3WC13mXWR~
zAd?1F4-s|%iv6O<*T`L@8QP0OE?MRh+FBJFA|wOQ`4YzWkVvQ;W!veZy!@hF_VdhR
zg61e7S5N#{)z{9;%lpqY+WgV6+4*YmZ%OxDq?LG)u_#q5YHPHir99wPnxH)DX^$ek
zll-S7TK~Gpwuo{ri}aQdh4Bdj+g7IU3Wp5kjRtyOW?9HBTDp-yU~6Zn`X|la!IJ5n
zFK4x{KN*o_dZzWf(>^DM+!vXCPEpOt#x_%-gEs04S9l9!o?)_{tzZxe_NW88LYjka
zTCm+{|M*r+ov7u_o`wv@8d6$0$zC5CcM!F3Ll#4(hTXVi?Y1q=F_9wh><1Qfk*W!s
z_jh&#ZJ^x6qe$ltYjiTi%SkK{O=6m;7;Yo>%Ld3{j_bzB9gJ8UVkaL!OAwC;n2YWy
zdBJ`GMN`$QE9e3+5aUG?HPCW~XevIVh!uvu-B=>tE}0pWJE7(lwd_ZfHC}Ie_-;+G
z-lNYr?7K4KAn5?;7dJW6JJA`_6s$w}!eIv}vr~}x3-$cY%`}O)H|f(c81_xn(If}W
zEE0_*oRG?%^+2Ga4JVBNL3R)iSA;av{N1JcsQtd8{m5MhVK)|Lt#Lgj+8s|27<iBn
zXiE1aboR8vE_@tw$_T6}veiT`hG?czznh9h*GgXZzQ0=EP`4DfB@JmU#EXs6(K41n
zu{Ts<tYzS6OAn26*JA@yC5Yc&S$d^UIUf(bM?-AQNcw>%El0&qvlo|HVfF!Ow5s0P
zuTKVxyT0$d6<45zzs9Y;@hKZ8Bog))DLE6GSPgfLuGb+0qFay;e93=5Tdx5Fw+|XJ
zBBtWwaJeS}X+5-FRU4|m9}>=c+l0Toicz>!+1J|V04L)<SThh_7sdkQQg0Uio^KV&
zRsB~R5|T5Z`E6jZ_v_zQ6PFJM2Q(92Nd2?kH}W9!*e~K?+ka;Mm`YQ~VX!xD*GBJF
z9{cXuTx3G~n?z|^<<#gpB7r-7UXb?$z%>Hhn#WuD0yr7?F{-7eu~{9pC5lNF*36pu
zT^Sv9Ix%M4X_<{!Bpd4gn;*L<QZst_=lhX$o$C&%VVcO^n(xLU$oHsw?D~{^PU$8&
z20ehz&qGtV9Z{(4AnRGBV8`1>^nrvePCJtf6AEYKsNHQ0tFG)6INE4TZ+9Cs`3vXy
z8XQBTm6ej)S5df311*%6Au316|E`J5jnKUX72Cbnnu@yL;$tOBIK))@Cwl|wx*^iP
zFjZAcQ~Q5cw+ZbR$<J6IJg<t?zg*-{FnUo&N~3o`RYs59!s;gtQ_LhI#HH(L4;L%p
zat#6j3WW@o@LxmOr@Gy)SOnv{IF6#GPX#78gND0~AIyEQX5yh{qOPpqXd{+KD!H34
zmr8+F$))gY|IOY`wMx^tvM<}_?>S=CCy!4iM7jOHUirQ<F~FmLC#&3;kok9R&G+vL
z0pev^e?JJ;lb0(AHQ&YwlehRZa3r2L7IkUegC2EcGGJ)=l;aWK;{knU_p^QO(YRDx
zAUP9)*u^MarVXr*d{cQ*ouX#JYtr)974Mg**irRZR#ksJ&3x;mE*M{~_10SDRBYtD
znjhN@o9I*Rw82!aO@cBf-hIZQlh>~JOh@nA49ILq#ns0IsM9eZdY)yFRy4%f>cCon
zvd>0d>APqq18aDe-p##Jy}Den4Ia8$hWOZ1b#ihq2F$@E$qT@0PFe-p8t;V;mw9{#
zCcZDUH6t_#PVss<YZcC-sx@W*yt=z8fgsM}p6TOtTQT;imkpZX*y<qX$%}D36gJ_-
zu4Gp`dfAwrL^>&5s6&x{@czimsLSwsGTX?dbJWn*WdCj9Vl{uZAb<*qHZ)8*Q|~OH
z6#v;gVBIi|UQ@k1Z4lm!#@v$5g7aNKUB=!4U&=tZlNUHMhSSuj3*#qUU9p&1D``M*
zQhluHqJKmyymX0bUIfoeeK%q+|9$7uuWcUX+GQVKE!x-=iy0dW>o8va$X`{8mnwU{
zqJ$qwqR4Qk(gBIUhzN*;3B^Fbif(JUABhjfZlef7?QGhz21ZpKC0*A=BU6<i$r7nJ
zq(G5D(>tRXd+Z(DMgOydirzKpr%SefuIQ$Q0si#Lg}IH$qbg}E1YF!nhYbuQ7}}g;
zZg-Kh)sFwQZJ><WlHtVXlAeN<v$h}>@W0q%d1ma{o=I+|C*5~^udRxx=Q`(dx%)N%
zVDWYTRo!cf+WPV)PRmjGSqrs<MKK_5lp5D0i0m|q-l5YVE)l2hMsz4;?%Uexdg~zS
z%1qX(Gx2&Ke_kt8v%Pc*of}X$5J29Hj#Y~Lp!Hm&rU;|ZZ4&PK@TD9=5AZczpYZs+
zbm#GcZ&qJ9Ar*tQBA!6p&p^jUgTM`}fPvBcp$F4YgmB%KvR%duXey+pU+SRQd1tmC
z@R1XM?A#zP<fil_NJ|A;0DB9lLLERIg}{-F&nYUF+&9rC7A(!U{5?6PcX>|4Lx&Sm
zsH^cT0Yi_2dF+1z_4l<$0sJw!spO39c#48B>KxliPW=7<cSvwR97PV}0EDOM(Cj}L
z$T<K31KMJ8p2-iyb+lcpYQ8JZolpz*KGy|w^2M1NtOR?b<MDZD@wlvsg(Dm$lP!1z
z85vLKtgps0AwdwIL8~i&u8t%QY!vHoPB0lX77HqEN)r(dKBX{*RA>u|znIm#j~C=s
zQ&WUv?q3hsXsGUgWk@-}ZLjHMuaoEoRRPLxF1(>Ze|O$NDR9Wqv$03y_u%$gS9XVK
z5tn0+d#!9i0#_NK^vVc&F~0+#8X*qU^00tU@)x!bKt%=RxjxMF#<-9Y#eiE{n$Ce0
z3Sh-u#j7yH2_<tUGOPb=b#}>`KGWJu4i6iCuoCd9TbnmTUPj~2TV^L6SgSMt7)Fks
zmmqxnPsTbBd&v@vh6=uOFu**6B@p0AR(ovAVJD3s`|9A{t26~tQu^zJOK;Bu@oSWk
z(|*!hBJXW$>G;W$+ct2`xZTTQnGl7`t^Wh?8^RYztO^~)DVc8<-4tXNr4GI<e_3>O
zpUP(UqV8@=<;NJAbYU-5Bmr3@8(7nTOLz5_kUnCNYFRhrGL7P`VmHiI>mcHB)-;>F
zqUlp5Mw$jfx(_+t!oq`3G4=YfX*y!DDnAP?UiZpB)x5enuV63Fg?m=?E?PScLz5$<
zSyUDz;N$YUP+iSr$L5_w4nc?Og`E2qz`9F0fsO@7%z4V4N?HbR6u%3oCmdc=1SDUU
z^AN8AvBzgxjNZ^^xNGC1ri<0*Gx46#VurFRs><22Y^A<Wi!M;Q#mkLF>2B#z!xr~!
zz!3_n^?~@FGIr-i=@6SUjDorj1wmQr_d2)FjsFJbUHZ0rYFn|u03lEzih@l*B+X3W
zv*)yrYi_iT0G<An<j9E(=onwE5UKudMS*fkS(OnMr|PKpWK5T$oC7HXXv4r5cyz$;
zLsMo4{4qC~vIokIOpDfKI@U}dy^7KD874}I?@uqv&}Y&#$2f3|56vLsvn82kKa@*~
zJNGqRXE6Vdg3IND76*krezf0M!T%>9b#I;i8#{Sm!0wx%;of-kFP@i@U;A;mY>zzl
zFE++!vShQP$2PjoZDa4!X4*rIck(q5{f#MYM1S}P#hI#ue+JA>$nK>y30z%6RX+>;
z&rNIY?WkviN<=<5ow?*0Ch=6*%Kl*W%kR;Cj+{VuQT#sogC%Bx+0qwj5wpo!`i)_Q
z#~b?dn<ze35fGxD`{k<Gu~y-0MOPL|%5$xLS7;*?_v=cXzjWPEpYvoSzrd{*sVeo0
zr1{<M<DBeY?x<hFK?n;2$+IoEKf&Ph0?G2~(VkwKdMJ|Yu+6@5*`RN)ue+*s90qdu
zaUB$#5xpUg-jKgFfZiH8>G8usbI*v=4m-I|$VIc{Sl@R`?qA41OvC*HhazmDpjT6*
ztToUNFY@4}B~Q$cq@oO(gA8L84$y2*y&ajc8=S%h-pUlpxybcaKgIB+t?VX<7vfIp
zOK&A#ci&$v8OiL~3<YqD0_g$4UM5*(N>LaE6e8dbsuT>S9<&BHS%_!LJ}5Z3f8RIy
zK3XvQ9*8p1y!_dR?kJeUU|DUc=3czw37#Tu&jhzPki7Wucq*4v`rI9T{p8pMt{CfD
zhuLZuARzKy<58er2&7k4%+X9~Ae&qod?_!Vx2D=<=W&SL2JQt*IuIl=dGKKGtIZ7*
z<kqtw^o<Em)T6UA{obQ@$Dap&Q8K>In|h0mBE)j0fg0qkW^{zO;4L1!V_D;!&X7=0
zomx-(E_MC+zD=gU$x^gldve{MVpMR#Wo_+9*}C&(Q}?8Mz?=TDEQH|j*=IKRXx-Fh
zUUqP!R2LN@ewF|4US4QJymmQV0Mm+wK%WV6ThR#V@j4~9S2&nCyK=c`Db{wf5fzBX
zUfA|7O(Du)843aX#k>g`EE+@ZU^%g3yuC3K4M;GGglljc)F<}3JzO^ePpA{i?)YNQ
zx6`!x`MRRuC@rLqjDy&*o$$N2$=7<Ne*#i}d|hoeTRZqwIz>}!=^6VJ<99$_Wm3bE
z$5@%1u%9mL15|;cHI8lORFQgmGP{Z}$w~@g)u;>gtr-?->ZjP`MO^04ze4v`9%vqQ
zBM0*0ks}akznjo)#xz=C{qFFAHh;9uo^gM}G1~gtm0jXJjzz|uZ!2ZO_+U?MTK4pH
zC9SQl%r4SfE|1oa4?fG8G=JyG6l$y^eh_|-k?6!@O(}-Wx>i5dyremH+0BOemP-#E
zpVLzuW?xrs{gQcXo!nv1PE}sJ6P3kVlRQ=Fy{;wUg#h2hF=pU{Lddw2Ynsg67<)}|
z8{Z^J(U>jno+rBbRMEvfq1U<M>k{fV-o{C1MTjYcS2~zeviEPaL*fmv(7TuNehh=y
zH+J9r=r~={v)MGJ5Qu6Vtt^{f4J5B5boE013yfZiidr#K>UI&(MAyq)*aT@TE{?=L
zcbIr|OhFky_*yP4*A9!0O-iF%ipyO4_x{OWR!z6;m0G#6WxuU|8EPrTMPd)-P870<
z)+c*kx_DSa5r3A9krnzWNB4QmmadgI&<?m_c&9N(?v2eUtyDVumVs`a>F_wQf&sr^
z--$Q4a*LN-$v57V<;-&E1#P(q_Xw~%w3;Aenpdh8;qm`LeXp1TX(<LN2_NHAv>cGS
zP{)0vDM}}09{u~$q3yC9DkhiwI{ZqyuFIQ;*~exC!ezBjm-pVve-i1rmpGCpQmA_7
zvQ3?WOaBr&itAH<o);Js?N4a8*xbNca<BMbs^>ac@7W_mOWg%_W$?03#(`NvLu&^O
zdRzRP6pyKUQ2%Y!Z@uG!1CGd>({VCxQp+Qk<xi@pRP2*)RSTZ}j|`S<?0&c6wP7`4
z?i*CO&2k5}mZ~w@PQ<Zji94%ksZPIFrib!SW#m_nw#L8hsqTxbj_#USYk?%_V(!O;
zR*GWTRZPn}jXO&C-2v7=R$Tv!)n;;8i64ap(<3fu=<E=GiMlur$WAY-t-Y2|tV)<Z
zE>a=#$+l%d?X&J$bsgeG=Y@mEr*-6Khym+Aw{T*RNHzR1dQ=B?CdL<cuX4)^3cZt*
zc?XFC{SUz0HZvJr9<GlH-H8FEZ<3$YN5KX5=_ErL&Jw{in^#AJ=<>B7*SA<0p|~`O
zRG|DD4S})kMufW?gUVtXy2Gr-Mb))ZN<5B^0gVfK$VI|AT3Sx=a!xhO#gz@wKCb<E
z@U#3p^Ju6-p0Cl?I5e78@40>?FtV1-3U4-pW#FL2oam&(XwQf2XmUqnqu`X6ox<U=
z8`@fEeGjm{K7Trt@J3yzs>I!F+|oVE_qtt6c>)p!DtEy2$?XM|{o0qmDjZXJ(r-<)
zyt<cG@NF;t&`#plJ$%WV?hrwY=9`HN2E;agfRR_~sKilFhS(aArS1sZs$W*6(FiX-
zB9w6J&;+MDHI-3#wnt_Bw;%S@^KHLzbf%zV&upMKT&f56kVP#12f+9mLHb7Q`#vG(
z_G>P<*e)!c|5N3#U^SBepS-q+VwJEPLL^pCOlk`tW1X7tYk8JeK5{xI`(2^sMP4I$
z$(d@x<B_f3W8V+yrP58_iJxT(?A@{2AaNi(4<iAeSmY@=JL6-9g9Q)&TcKo589N$@
zVXcx>qc{{FY8O>Y2ohGUX;J!*Y-*W=b<~!ssy)7AlJW;&t{Rpg@wFoNsnw26TZo)>
z|23kLnGe^p*ZaRyA7QA-XpN-myguW#C=Hf?;gC|z&eSwrZ_@gN+l(Z7n3e@%p23Uo
zZus)zRt2|ZRkiSv?les|IX#IV#JRBKwoB)t2INxuFTAv7Jc@4|Pxv1|fvr$k!*aD>
zQxb|ijSA6iNz#NEQyJN{))24w1b~C8^q;SbF7s>ex9#V9uNX@qDn=s36!TxYp<m@)
zJ!slK9REU<Xx3<U!(=E>QZ$P+i;Cor^*MMz)_jA31fjA@(a_K%N8g|VlW7N)B#q4f
z2f%Hm`$d|0c)3o%K|gkPiweC3f@w0#*&g}%a>b6mV)xVHg^Rg5Iu8}!D&G9d*jN-=
ze8iPo@;#6r0XsSn_gv{#uuTMpyg0qZVilEf=Poc<TdZEK)KHID#7Ce?SOINl%2%Zk
z#iy^TJ8qL3kpaoj$`gV}I~pt$j1fSpDV(*DH_s0jjvOY~uGLi~e^0yr`uE$<$J@`}
z$PoFkeDbBsnEan~k>X=>Qj>rPgkzIs*&UNzD6TGB$P1&m3YNCyp%c8eQDuBk=80py
zqMI@q_0;-tQP6Ivv!(${ixDhiJ>|4jQzl%6KoHTrEO!`p`7~U4nVt!Akic*Q?bXrV
zZW;9!YyKH@2it^OW2u7WC0yNGD5cKd9>qn~5ZVNj#5ty@38+0i5S6V^x;W#F;nNyd
zMN!@XIRLOGlOiW<k2)KwX>V+w?(`uyKX<w--9_(s;h7#Bt970Mj*;1Z;R<(5srCF`
zmTceB!W3<rL>xZN#BY5!=JJ9raz?Px4sdy|wbCUN25Xf0-;XEFP*PDlNTfVK*<P>o
zoLKv{s-L#UbwYHKKUDkWinx`?dEU@Ak@#th_%{i}Up5<$`@-2X{Nl|wc}ox=t`R>l
z6(R>9H&Fotc7b`|zMOT;{XXo0;c=+oXnk(gW4fNtojw5M+#xDSpY-@fggsPPNY1Vb
z<ugHDV~tTE^?mxcEUa>?GZtQ~SAXAKK)grHd~L0@{c!%oH<=qQuFcSglaGJ2c*l8{
zR>d=X9uKeBM#5?X$I$Wr1Hd+$+8>vnZW=a&MBk;6{&-X-U7A^5k6Z&iRZa>}o?;Nn
z<S(QwQ21RLBJAc#BYdY*r`M0{KxQb1<;qu~hk(*z^g9#m!c4-G7dDm?59(dEU9EYp
zS$N^$hh7Q!XOwH<Q9I;SX3{nR6%Zer6~(-Vir=C=cIZ^*4g*4IO%K*><#ykBx;k4e
zx9A!b6n>m#hJ8geybW*2|6~O7u?=!$U*k!?;g8l~o7-u9HW$P1O@z0VDI5m<WNGjJ
zz)%sKh0l0=yRs=Pt|#?XMLs7deSa9TaCtg+<YMCHuTM4CKQ+$OGova`46%aTBiAFi
z(YuG(Rb8C)XoFSusYYsC^M6v~?Za#bLNA9t8xfsFPw%<C&)?Y>At9>AuK0A09foec
z%T7`n`#{YX_#^tu`FIejTYKc9a|Z;IKSZw{LMIwr;KS%W)Z?h7o^q(P)<?_5GxfmK
zgo2x&V4n3qJH$J1ruXoj1d7>Fy!rYmmOv}edAMv{2COBc*8%lpPw`Mm181@|zyA5J
z(C$!S!sX3hd*h*NheN;4Z<H+A5mgIhmZ0S}FZVdw#;#p*`oufxj%OR_)Ue82-=We8
z#_4-KquyHMw4v|}Z_~k)H8Ky2Yu>qYdE6b38b&2YhE$3K`t#SRj*FxhjHtQ9t)9Gl
z!xV2Us+}9;I>>HmsHX?M>q#B-q!;T5((V^Go}a3+`WHZCZ7zFK`~ny(CUi?B@k{yI
z)>L4cw#058Jl#n+d;xHE->p8gv=;%`@y-}9tsQs0t&h-ahba?^Y>w^>nC=eV=SCat
zu=)`!vt>Cgx?CPlbq>D%cccH+V$a_-uhMD4i}gURUbV!<=19ifcvGo*GGwjHpF#Mf
zO1J<@x2z)K45=N>cqsiL_(+@Yie$AY9_EftdEkCxboTLP<rTK1hY@XJt_clmsQx+4
zN*wc;{#sj5ee&Gr?;lJzC+e|R`qS1@TAD+3Rzd|Ogte@}>^W=;Q!nT+UcrQH00qIJ
zG3R|A`$5OUofU;T%+rGXHYTWp7sY}vb~?K(%>ofN%Afp!1WB|3*uiHKqAb8!rR4I#
zHldM?XIS=knQ`q)IoFwb3f`-t+v(-&X}x`cMuf3rejhpAAc{0(Es6GquUGw()EQ{h
z{yo-wDKyry&>M&mu1o|66PmT|6>a8W@k5W?lMb73-sK!I!FqZ)H6_OymsWb0sVPvE
z0BseT#eJYJ))G0w`rA93w~=!p)pVJEm){<~d~ow7M@zx=;d$$#v&VJp5_A>SyYg@m
zjv*=4cRS~Gjy(+D*e{VD@@qqJI`*7u_;1yxYW7kiQRS*5X>vNh`)&U!E^Hjr7O5Rm
zz2-FX7>EmhJ$ljV;QW~?&mLLM2lx;O^#6NO1Bh-qsEV3t@8zW<A}@kilvrK;s&cIA
zMTo>;p?30p!^Z1}?VgLAPkDCb>D+z+wHC(j8oL#j<YBQ8fQwc+ONF3oXdpgk(UF9@
zStq98i2>py<g}0|AA!D*A|wgD2x+Jwy>-lWD9((pzX(_rj=+!vrgI5VXVfanUYF(c
z1cedv2Kxb|O5~8ey=_V9!2t(%s|e0>ECPX!3W^f++`uRaBrJ|HP$c&rP8Ow73n;sf
zZuBbK80RPy&C~JYeElXX`GQ=<=YnJm2<kA%Okx?JFcQY8nb{!Pz!0}6Q+Gf;Wcy-T
zh%&!zz4pZ#hm@6cb!8=Cch==n8%I$NQz6FGeKfX8HXjH~zC_a>-?m(qF<*_ZurDeo
zC5e4Epa@LmctK$ki}!SP;;h%QVVuzr>r_V22+fRum7^+H^6kUraB2n=B5sz{Jxqc*
z<6!va^VHo=!yCgKP5^co-GO8VTRCZoLbjDj3@vIQ2HRKd0Yf@Q2MnpMZB1ixQI>*}
z##9`ph8E$VW#g32(wDn^_S)4ctMhu7XKJ;rAXrzbLMHl_H@c<)=r!fV)S_rTW1t%l
z*c>eEps0kOJ|B&y0a8oTV9I2ipl}NG_w_m&pH&T@Nf3*8ByvtBE8-%!uXA#=gV8Js
zT)~ihrtY#j97GWoWM<rFZ81Qi1I<L?9lVT>j3RwV1%+<wPuP<S>kTFBaD~mmC~RQM
z(K=Wk3t>-CkH+L3^1w`;4Hc&(L!P{}*ZeM2HK=k>{k4k#jv#Jgg&2HN&ImkWK0phV
z(duL2L->E64+ePic%zJ0(7;G4OO$=3nqtV0e<CLjdzK^A4$-gIN=Bo0%fwiStT()y
z0Puek^<wL|98B(?g(bU44VforZC=U<yIpyi|A1usRzzOKhFaXq=R7Z@-N%&rV|cb_
zX#&Ggx=8cHYGz=)CP|CTZ78?VBq^9bt05B1Ie4BL_`L17RWwR!$QMI*DkhsJ1^Xzd
zLZ4u0;`4j=r)>Y+%>ST}Af&l~sH)IR5C3d;>W{`)7TKb`89|6~41tVmwYAslhqVcb
z@0U>AkF|TZ7*tI+xoG7!s7F-&ApO806Kcy+t$uB@IVaP9Zfi#VS^1w3saRyy?JqLt
z&ZrJ9$|0W&S{ziYO8c<)EaU~DZ>`pIwib-0nI56uU&GDtZ^c`|>&R`3vyE7j%q?bS
z=VV5?z{KSL;hM@&cy;d7i63GYr9Qa|<Lbgi5$Qmpe8v2RT)4{5B^~8yCCNu80w-VZ
z#%tVZ-%YNqSU;=#FmLw_8d;K&Vg7fpsJg54R$p5#(tKU%_$+MPwDTSsKZqB4&zq)G
zgeyta6AHjP;*PEFp#fFunjRM6j;C*U)WjXaE8MW?E?RI;9`M$Ju3=6!M;8}SbNnt^
zjJa)t1S(^giiDR<uyy$O1h*6F9n6B7zUs<8i2f-ksYJ3JWhll$=J`k6-iG#*28sRE
zQF%oujX*<p6mBo;0d_uyN3|oyb0b7Gy}h$Ges0yrp!m~Q){`L2$_p&cARNN0U8|IX
z%a4T(Zi?J|-2F2AVDD|f8Tsd$Y9_XpVh{IyU-Dl5ygWAht?A3h;JRYJ>C$!Q*UhCA
zk1~ia?jyILPK(al-SdUEbUgJCFzqnhL~r7U`)<?CquygytSEQvYP;86^z<pm6?B~G
zM(`Jdh=0W^(2qgv=ofdibk=`oz`!1H1)2Mcvr0ac=ay8|s`M@&d{R=JdZF<Ai<h_U
z``yC7$VN%O|Csts>iVxA>u%TnZoRLKKc%Yo9rM0x{tjb{H%1sg<vvx%<<$~WGp^^W
zk54?8wq!HBS`}B?*W=bx>RO*~<$GKHBF1(jyoSi6&PEml*Q%&RF!R~AdYvgGpsJiz
zfcv1F<&Mn}t<GDW<80b|I{s8&@A{60lKOY`k@Z&n92PqRgX4}-q<Q?49<PIwIYEI(
z)IYw!kg}E!`XhQbdhd<ayxGxDe0k<+s@1-7y&D}rwasn5UAu97EO#-XneB+8JLBO8
zF$k>C$E;FW-|war5xHdNPvSPw`oAbpT=ge?#hb#&+wyYPFKAYMbMrhiee&2zePP=r
z&8v$|GpF%@&ZIc4LO<Ie<>9cHM^2rqB6k`fcE^u^Qr(Zf`pd2Q*FiWy_I=*e#9$Gq
zX0dhkSO*BUy&$NxbJvg15UkXBXyR$WC^vKep-`>m83}QQ;2Lprxo{SB_nUdYW>tOz
zQS)`!l`kGrKj*s(b(hxOCZ|p7sIcOPlXwH6mHi-LQTS|Q7}J1qq`5!9SxMd=aJRnW
z;i@EjFoE`F)mM8K8GP|<)=1Fi;MK{>TaV0as$p4<Etv)<h}{jo9;5z<%S{jOdhkx$
z$Z%-^;kWJ6gwN`PR(Td4dsdQq{KFTUHl3#`xl7<fk=Os=WKTCqZ`U)F1p%?xn^;(+
zOnb+}Y4P*)YLVtxesgLAMbm0R0yK_m3S4I!u>8(`**0YDXXO>v-i>Qd3Jw&`p>?wO
zt3oo6<!Pb>5-AW+ja%#_%JxEh>`64RgeXdI(@!2E<2+IJ03_H+NMfkKW<CFr`;GNk
zN6;BoH+*~zC(;G{fHhWLL@5Hbz9NQ56-e*J>Yc^_B~al37HR$EBfR5iRD~I6Ad!1j
z{Vsw~_eUC!qtTjMm!g<A>I#ELFl7LO?eV3<JGsXnl8B(jv`cB!qG?(D$v2{S=++@g
z8Kl?Q>WFAhy0Cq)8;YE4Z0V{{-IO@*ZG(&|gTvp_5n;77F_w_K-oBa&9h%2>_ZHo!
zp&XR)@<qti*Wau9Z(RR^PnXclu@Fl*S+kUI@aE&|ZUrD#{ds{RGvJX?UF&>6p5-na
zzH67wq=GW-y$^flq||Q>X=&Lwhmdvdu`TVllhB#Qb~o=eq_k8V@2wcrbdi{UT=D1U
z+ohXb=_g()mT+X2w{2c(fLI^-%DmJe;isaW!e5#9%TejoSO+_d6OGDNux&^Z$p32H
z0NKe=yA#1kcnLK1kTf{T$BD^prfe0|DQY_{UyxVz_-!!~YVifRuz7#r_7gp8doeL9
zho`z<XdVLkHHmVhiw5dSpK=U2N3DPI9+NAFlO&`fa|;@B5GaruoLtvJ=amV?W(pZX
zQC>;?*wGI0f41p}MX%no9t#Imug<?!Fwg&{f3vgoq;KR`j#&9YJ(FY4YLc$6MIj~N
zlsCNhI6ynZp8AYCEom70611D+>4S>UZ_E;~?E(c?WA&rBOb8Se<e^{h1gO(hlryPW
zHqqBb3~2tGpYa^ibO1Pf(Iv_OG3oY((9|Mfasy6EB;%7?nlREz_)Mnt?~fiX`k}|W
zPTJH}{P`qKI+s1;@KWQ4+g0_>s`95gYT<)pot<wZhVQ(ZTA6a(z#47)K``&aMO!HB
zt3Y-j5d%E*I}Y3z>+;tJhmW#6l;ol?wwqO7TAHm6TD|{<hK_~FElFPLc{CC1i<<N)
zy%XS%h!RK55r4l3w!Xf+uy44ueR+9fK`9T5!TU7*=j^tJWueMe$4u9UCES#b&|2FR
zioqyj@@<kxjmed*`*g>a(_eo6kt0woXOH*Ll862qCwLe`m@5iD;6ad8;#3)H^oeGd
z;DHgtXdd4Q;6_JVI(hrEqDH++W66uN>lB?a0XK<r&woeFMIAFM^gjS&9JMPaf4dn0
z25UuW=`fo^Uw2fjVNijtD60&){~k}U1R_;+TZga9*s+|LUhD6Br_4&AOAMw{z=o%<
z9SmYt_5!njl!hENy^{=aHxU%8WlWZa1M@SU73(>3dj!W^U3LHAFDAw&#diF7RqT#_
z<CdD`Kx3c<j+EljOh{Yn3Gc<xWIIMZ+TQ?q8Y3)tF>f}I2-q!tcw|cn`LEgd><O<7
z!}_CI3mA#O&<|7vUFz<u_MSQygah*5P~p$8yBm8|y>TP9Lg<SwB1^sY(>?!AC|oDX
z);tqC)1ANbqUfT_bItF^K9QfLE7Qph8BIw?+jarI{32hE#ZizsjO7sd&fakKJs-=*
z9yx&<=6`{3s?itPIX?7idm=+vP28K%YXIvI;<XEC`P4z&zk9MdJKsOfV_r%vYlIXZ
zTmFnF?BQA17uzg|=e$N7Jp4XCyVd{c?J(=)+n<jYg^XO@4<}mm_S-C<vAv>kIe+}n
z-v0nC?1PPL+B#_54D_$T=0vhs>12Q&DBH%wviLEtrM~+13wbR50g9$v;wC7LrJOAw
zHCyNby?ut?1EI6-86;hU@?$O@5>+`H<pY1NNqm(r?!~xnqzYP;F4ID3w-*Gh;W0jE
zxS)CW5NdQK4rCiWO`vs6=gM#lq9fnC!J-n|73j%6fsXknJ%U3AqGqY+_e0#P0*-oK
zX&)E^2?o@(WX&<@_ap$xTIh&p_97%FHo168_JZb1m8XA%0M}fey6t_J(~0`?KY&s7
z&y(*_EYG3lB|c-7HG&j1INvO|;uhDkZ^;MNvh0VhqGUj{?^dICuXMN_KUEq@{vW^*
zzXSCx*UGdYgLehLria#VP@e2{+*)%64H<ReXuV;Xql5pY#3MXoMwQh^ak!w_L$O@C
z<>;=dB`H`FWr)<fxFYj7Z#le&%b$)Kb=J4g%Q+S`nLTxxG;U?5DoXCjI)sQDWL|8B
zB4FjGWo_n<aw&QR(|BU@`K-A#f3H=E3-zZ;qNkFo8m0D^@ax`UX%dDIdoaoqzi}vl
zR#_I=a#XwWLzyq?RZYI|MgqH~Ji3}~DW--(-x5-fNrVD5X$%Rt`~4H#p*a3=f>*~F
zZh#2N$R>{lOq9+x`<va8KxY~X@y!=8MVx=-%3(zPOHR2}{mU9i6VLWDxnqoxk=n|(
zycd%ZsOI@%qv?zPSd-9upx1ZU0hkhR6g_I~4uPx5$y1sblMED;@~(55mcH_FIF=zR
zaVkAS1ng<qY3Zd4mN3L{y^0VhZ0e;GFUidazrbjWG6@K(K#^R)U@OI9&D)4MdnU7`
zshMR)>F}Hwhn>1xIKkz12A%c};&Le#!4xGWQA#GIVn0p_Lp}30%q^kh{%bvBmsy4y
z<mI{Eiuura6~(`I_vH;exH-;dU^l#VvF(S@aizPGm(&P`hIwfO#@*l9NN*rB(E~?@
zD}2@x{E6X@@RMxwMZvQ4sY*X;@TGsD&M%bJuPrymXhot(Jgn!B4YGMU{Z>z7BZftH
zd;P~j+ord7LH)tcw-*yqFS#a)oDqx4|1YPwt47b78?paiFrxy3lsOPBCkW=#Y@n_T
zPtR4Fwk!Nrx9)&Ku_B9xjx_zsxBTjDq&4MJ0atv7ASx9$KMO%%-7`Lcm_s$myXU@r
zWnty6SjlTFKYXHEq>GqW)wJ*T_;&4Dg%}`(E@7eOBdAy1_jKDl5dfS#EV<2Gt?Z^Z
z+^S10@nR1X)U_WG-u#F+3y<3iZ4-85K!ORS^BC5x^LP37=i7>3q@y#th*|6dUPHSi
zPwEnZOP2eJh>G;bP+y-@&>i6;3SRVFv{L^Tj?!Hgd-*Hpc<alM-Ya|2(n=SG*{wW0
z&<T<?!~T8M8LGyTF{<vc^*V&AK^w7(Xrh*-Rj?tiE}BTuHJ9h=Z8|#hwnSYOD6aQt
zJraY%2*8SD5{V)#?&Xy(STCp)*+YCRKr{o^|F2gKC=e$K3^nNQtxHir>gx_3uTh0r
zVb%^tbZR7yi?k0z0$ZBHpP&geU1rr5RiF9urdWPX|4l}F+xYX~;Hfe4aIE#K>Vmvk
z^r?43QRp~nX2V<=FT2v+{V5W(EiTPB7S2{oJ8YLMLR>zbedtNxc{;aVs&$ABjaDOY
zqE^d2nd^BOS{&BubSCT>98)?5_5VUsnKK1_#dy8J@Y_DxIGcgZY#e2%^%EKqWb<{S
zdM~QQbgm$Vmq3vm29~66l!Ja=QL7uhQriB}ayn4<)M;!yx3arKe=MN7%YvevCQCc=
zkR2dWhvnbp(*>>5s{WbH4)fhZdD%h9J1eWF5_d`&8i|vB@R|5YWmFZhkA)84qXaJo
z4M_c4A2h7++an)_1wg<WhhY7ccmIOAZ@hE2`}AT&zWH<#{YvS5KHqzs$6bHT2jeBM
zQOvOVlt+eJ8?4d^l}pvVmf1G0MSsqlZ$_g)6`g|T@wn;m5nBInbgY?RnTx@I0)CVJ
z<TsHs#o*7G;9wx!6~StWAG+3@R6*>YInQm?A~Yi~itCoQAy6P<RWD3J!9*66UY~M@
z0Fi>wt0Y&k()H&x8c=G<RBcwIFNRAxoobnsgi>8?Z_=8EYB4@~SO|U>uNYd=3Evh0
zma7Ff?nu9@xKyYx_*iB`oqaf7bF-%G?ppWCcD9X1L*Tak%C@ln-FuAHZQwb^Do|A%
z`E}0TW@%dfq}53AoJDz1XjEJ&DBGvbZ);Yow8R(_NHpsDB&Au#^XBFaXknud)ya@~
zKDJB36=kUPl|EHAdy5wh2{>EI{*a!5gY>i5YRSc3V^N8pBKhwbuD$UCzgGb27nNe!
zUMb5u?bk}~&nKt|l&?Z3Yi92%YF`xqvC8MJ5pl12I4un%QgNm)ev-vmg%|)0+4J#p
zweI9G3}mg)-#H59hfTR3RHxYtm7w}zl-rv?FenC;Nu@>Nm=GvZ2#N6!*LDz5DG}PN
z1^iHdj=J0`cXhDj@utYK$Y&WD3uo_z7uSoA392!#|Ap!2L<kZDw;auzBzt+1TR-n|
zT7eO4$_Op$lK&}?WE1_Y@=yr;4icDhKh_wCZl<8yil~%lp)STcPmZJNRL`FII^CoD
zQ%uh7rEA#ry@w&UCCYcwJ!Fm-7^*j*5tqkX>d>#KjiZjQab?QN)FgKsmp*5efb0p%
z^?^v*>94elHLCjseC$Tn@7;a}LVSDsr_#AalCtD&-i+GcH{#Gp12f$Aqt}^5N{IG!
zCBbO4$vA`u6>fy9+}v56KXa`1gO$ty+|SzZ7hT66KGi>bDdfzphV!5!ZGmTp5gpln
zad=<5U_7Si&2<R5zB11$>D_h9cZo;6EI#l$R=Cd&V6qpYw}~P3IEtM%rwYxyG&5$t
zBRH%Gm^yvWY5HiHDrTsNW=TtxE2<w&Ev-%w`nB}25(f+Ta#Yiz5?VAR7}9oBv7m1m
zVz`vhg)D$Hxkd8ks+Z2MB5AC0Demy^;n~V5dS!Ay@6R@+zxk7mNoBz0GxZNl%hrID
zA7Aj@Xs0CQ;KuMcivMilWR;QiQb98u)CpqvBw>Yd4LG>HoL-2~F>6$nTDks{{Z6-Q
z=5)ia=$*-`w!M*M^?PfzaejHe@?JbhIzu@c3PmJ3@Szpla7fx=tmpMU`14ysNxts9
zT*)<m(R~J-m^(Dud0>bk3o|uU7q*S{Jw+G{%FL>wC(Vtm2B^gwQX3g5Qw@u!Ozq5H
znK>SGD{>&oxP7%782q}crt$Rn!P_|lfI;Du*&k=#x&q{d2BO~YZZ1E8iU1ORZ!YJb
zy)rA{vzP(#W$qJ3EVL2qj~|05<i_QjKDfreSUTK5Yws$PW3#VlFdg@RsM(?4;e4e|
zboE;0?)bCzysX2tuCa->yiD3S|L-^~LiGX{y5=+8_o=Zw&}5hVDzH#gN22<P>eY>7
z`ZF&9_6MijWK=entp;X_yQ~J(NAkO>-}j4LQWtxj{5LA~HSu2UvwMy8|5>P;b}kg;
zWy?Lk8W`-ZdJmhPd?4tzn9*nB%?8W2W<~<pcgZFiv3{IFKMzf*uRH*o40ZR2p4ezv
zLSjlh$U`%ZsQAhTFD1k9v1|ch8PZBNxE;H^W%a8>W45qjO3&fF!d+d0MXK9}TH80b
z&mNmHQMVPgONmNb{|@-FTJS$Weo*7aRjbgb6Nd504<AmcN0{;BP4f~Na_UhN&o?+e
z)A=w%_!|fYL;*V)C_30(u+Vh4X}dps;PzHUx<wc7^ihyT4z+vII4{g+*q#4qrIU}L
z#kB=tZ49xI7@ilk3scjY<a*#lM=(B`_keQGGbm&%KHfjF`Mh<OnxR1o!?W{TQ#{_p
z+ZV^Kts!=Zvr(hdxlw$_UfaKWb89gSq4nYKe_{@;oqUn9bg)+Bw@MYf;E$qy<ndjn
z>dyQZ`FCf+5lyXp^LMPV?e;;&ntQN&&8Kg%yKSY)9HY2N<MhlIqtJIs5*p=L4}qSn
z)ZL`hGGKfwj>b>=Z1g^s`@mxwg{_vx^8+F0mBbrSa;cnYjzII<L#j*l@mtZf{hQo1
z^1u#wjwycazn^FCL*5pd7vJCbbM4%I-7glpDkZ8n?an;>dYdG*Q*^oi)Tff8dO1@@
zKO2|swQDfz=`GZ|&9Rv>^zyKdE$iJOPXr<aml<#PVc5Qlpu`F6>y~BrJipvPFal+-
zGh_TrKXUW3K!tch>r?NPQhG6OQGA;ftqKnm3_Zf$GQq#49q-BUDr7B_d$hg-|8x6r
z;b!YduKax0i#g$hJ1gCLm~>EvH7={lPrAL0BEnX`Oq0u$Q)aCSPU;VPB)HIibTk`E
zAMjr7QbGASL_WcQN*xJX%@B2@MCM^;dQ%11{&$fpQ6xA2;m+GLV!~l`dPeFy|9EwW
zXX$U(4O8vr!3MB6#jTvnP35~l+ZG*f25M&CM0{KNA@5a&-^GkQ56$ZX5F}Ki(g##0
zwCxoRjH=$txT0ZMC-n8RgjX-zSf}&4;{O0w+#KdK1y#?w{{i6Bfdtb+cXi{y?V|VE
zptWh{QGrRj!3_+fW;BaC<d&^<ukJd>plwnZjEN-4BE`wojmfdCZ6O;wx2+cnZfE|U
zC~1$qZhx|(qN+q=@9C6gTH4GL4cFqEP#jis&_ciWi&bivmFvSZfU4YmF9njhMdZdY
z!HCp1BDZ}m<f6>}H+J^{JE{&E2^ixl*~6UV)ScTJKLm#lRnv_GB#{A{PEYd51i{n=
zxkoz5iH@<?c6j+ZOxD1ho)oz14+OilGtS!Yo`UUeP`5rB_#s7xB2Yj^$;^U_UFp)-
z&)1MOpn?8BwaH7JYZ6Zsa|IupVmb9l^B|%1tx%t7CuZsSDwOnN4z6sk3y}s3p>#Q}
zs05_x@&tzeL+XZCM!l?XL@*?A9$!$t>p+AZsbx8|Z>2{4d?_k)bECWDzOnAki-K{!
z`7mX$&n&icVn*HbyLKLBji#Fz;7=HklK^{ZD#(sKqW~)+F&$o&+;i&0NtIy1=n5@&
zL=q6p_!yeILIo2ukwtnHI4<PYbvh!|AKUg^_JE`~ye4j+K`4S*JjQRJm@pKW0uy(+
z9Hs%J)HgnB<BQmIpIIZ6wstxiK^qqO(Cxj4QabpfQ?L40#v+|jLAs+#7OG4~@x)K+
zQHs3&a%!S>OV3h5q&W?yoTW&B*K7l}?zC`CH(61HOv6tHB8@c3qF5-7{Mu&Du}n~L
zYNHgSyM58yzv#Ab!Kz52*JX3cG+uxZRuxo_L}(J87&87K3WGy>+o9|SbIJ=$fHtTH
z*95YpPVbgt5AND@xBjxvdV%?&vZ^T4+;~{M^!{nAb2~(4tKOioIl6)J3Yidm90zaY
zHAH>vsYIPU*bp6b(W2d8wEcOWgO^+(MozBQlTmLxc5nFkcJ_mw%HM~_y?F18lw{0#
zeXz&PMlhq<#wZv}#C$Xnedp%Z+NA(5EF#M2q?b?W>gf6{^jR?`Gb)JK+42&%#iZ%I
z^VmayLa#mWyK~uD9eH85pTCwABx&!Dbf`y@dvOOU;yo;se#~XU{R!E?XSqa~`(7K4
z4k9#h^h*mVm}euEhACUw?}b^S{b-}K``L$ztDtzlt~bZ%1L5Vdnh{1&ot(|(k$0$`
z|4xU}8S&!xZBF~qx)kx3xQ~7eMumVI@+4zSW%cSsn$g%!%Pd^OR5B=|$p$g|iCZx-
zUq@7)^oK#pnm6bqTG>Ht3}K@2|42IXN2VY6kI#`S#8BkOF~=ryC3mja=9+CJM--}I
zn42Qx&M~vOa<`2UUCfb$<f;&JWI|M!P$D6HzWaW^|G|FQ`~7;qUeD*_A(9X&OzFq7
zJSAkWR;|O+ELzjzKB2Hiy}i87p&f<NXyT{^ZJ&LVd_*QEHZnK~gs#)z`f2z^V8o=b
z^F-&Q@h-;ywf)3ab-=YEZ+;E^^)<|--Z+EQR#*mx2{mMn3U8Li6YJ{LA*?J37nC!C
zTrH&Fa?W7;0hWKw3ZtpPHaBr1Qt+JSYXF(SO2c^@i%RUjj}<H2KQ*DEU&;^j6k+)U
zZmyNi(8Ixke0j+|<D{ItWZ&H^6v)qdWv<T;D^~e0J+w(???-6d?L^;Od1D*w!@0@g
zq9}n~myJ3s7Euc4{+%INk{E56zx71AY|)zLELhQ(C%p`iDJcf(_kU^&6SgReD!C^w
zcyH;%<jm~~<;)}BYh26?`QOHl+}WKO|HSTf+5ilG&Kw>Ji`VsVaYy%T6wmX9D~0N+
zK3!7z<Y6bQ*LvCwf0Df;<<96W;D+Maj}ld-Sl!}*+>cTKUo((xnYoN3O7kH@Q*|8W
zC08SZl#YnQ1FRfHmIh#KkE_HuAF`Sa#|-y6_`aNaP&zr?=3(W%?;`kVzzY41M5LTj
zVU3xdJW=a3j<1iXeg&mC(4D!W^*ahX?z_}K4e<Ylq_kd!78d?=zJ$Wgu4BI!%{UhV
zmxCuV;BvLG{P1J#P^?_-?wejCD>$a*<eWerg64FxEQBoSv<p#pyV$F6L(hcisNpc7
z;IngZSNG^H)e_3y(D)ZA!__&aTr=QE%f#@eu#2tUbP~!DyKaSjVdwc3UPx}7jiVch
zr_!osPm{d_3O%91_s)lI&xMe6*V<$|j$fh;qq{yG)!#g3CC;|=z#&;T*U)Vz%&4o=
z;jt{ZKQC7<O6Mz*AgzcuXrYf7T@58ad~^^P+Tjl44`HB_t7ZXM0q}t>95r4HP03jD
zyax)IDgRZ*R|1Ib0~-I7yR$^P`?o0v{odFq`XTKuL*d~1lE#`4Wo%*B<+8*Csj-hH
zOvPAXZnaVB48}|K8b7#pyqy#;oMwU7Ao%n^Y5!Sz39kF|^^z4PybkRpWYBy}pYR9U
zo9HfJ-g06B<m1zK!{%d>_Q8*yd9$*ApE8+GmAK>&Ln&yDfq(Qu^vo`Nsy7MS{E|q!
z$_`E{n8yRS$>ewidA=p+;X9{!(<Q%TzP$z9n}E$}W%`8EWi&&pH%^LL7du>fW6UdZ
zlZfi7y#hxbZgl`c$R@vX^BUi%r7g3}YU}IjAjuEn<%-@4oaC$wVsB;}kQ-kN9jl7m
zV9ve_=n0))b~p+Rt;;TL_H6-Tvu{LI>~pJbs_rH`C7M2oHr_Y!Jarix`L*puAaU)A
zd#Y*2ORUyMk5r6RK-=?(I*sPkIG8Y_<CzG_fK}*9(Y$X-EB7Ap%=b9HgSmT-8bz|D
z<vD0x{ueMo6M(ZirXB?1so-J6B@{IW-YR$Wuoa^iwRs`iX28${(3AUm?_D>$=)(^B
zEK4?u-(rh{vskC54tkB^ZE3(E#4)p%m)?{@T=6h4@;%Jbo}{M4($If#FQ>5|<H<hE
z9qZgU<q#O8PtlrnJy;XpX7e<Vuf3-VzpfyL{<V0SfYH{!MGbqT<X03yHf&dhYP#Wp
z6W#{*gc;<-yt5%{G_k|d=z9C;1p)CZSnsI-_#!-69AN76AAn_kPnN=E02qn0x!DI0
z7BuJfy_NF^S@Ui*r?zfc)vOyI)t71d$990uUBF}BAO8YYAeDPg2y^&6yR;UZfFzyM
z>t(6W1!Pi*`(SLK#BuBbbf=;gF*{a4fM+JXfp7d4(D~5NB~3VBu;oqX)z{#t)l`bZ
z<+%q`%xf0@ZM}nT#<AnL0>lUGfcT??3*Fm}p*Bv~7q^oy+&hnMK0o;tR#Q{|NCQxN
z>Adda1K1GDo17W}vdqf*ti{g_fVMx4dsu^cYIVJ}o_0*xW!ibaW60_9;U^(W=YUmb
zB)S>x!OGN7Q0SxA5_XR{d|PuJ2QNH|8Ly_#ioeId(Y8{Q7O1VY3!-794d_$P{AkFV
zsSs9<ktC{SE2jD5$>9taQzWZ?{UlsELZQRXK_hOwML9I@ftNZ*AFb6J1C!^gn;_;W
zKXi)h)Q}K1c<lQ0h5u6q*@PJ=?x5@9-g+{5_-&=JJvCX@C*5*<J!WLt@Ryd-UBe-j
zxWqEs4*X5AS^G?}iWS_lY)Vww4q$Kn_u96AD`LK}ecV8%Me&nAQq+-X9Mp<D@0M4j
z32qe)jXZIgzQkA}ZkN`Z$HD?9;i<-Er24NBbsbX>I{oDOOSAS{#5lZ@vs_IDA2NM{
zk+Q?ZJ5llgVIZ5m@!Rk)X_2d$U&b1id?Dk|=?;wfl;HbxKs5hzxe>D7Q?H@!3g+BX
zD4L>|+SoCi#!MAg4(3_)xKkh-DD;F+85U$~3&fW|AUM7?3wO(dLH9(Fl(exn_oM^%
z6-P<kDK@-0+xELtOftw<@kFc?Y4W?p#cKv59|%ezvA>bEY#}|ROMDD2PE-T`=6Yi-
zsdmkgcPj7CTdM#|;gjUw#r5t)WQ%LZ%@5GSCe(8@)l+<=tJ`uOQ=bZ$$bDAy099u>
z%(Sb6K;dIC<lp7l(fP?fM~ho+CBJ$O-ue9&rTfk;4@u>;A!{mSzi|}vs6g-KC#tB*
zAM)y!Z8dKh6QV@h`-<ga#97l5Q%ejHd`euFx?0d(0TI7m>(5G@Hzk*}w(W)@r`)4;
zsOVI!;ci(4Wxe~gNTj)da*ICfnDr2dhH(6n@N$GZbE~~yo;`~vCA07EK|ZmW8{g!6
ziZe4j%xd1|)K%@O>A$TgvMxz%^{9hba@Vqs*&egQ-|#mzh}R@|!5^5bA*`+u9!`!I
zEkyoCIg*IIPP<v|U5Tj>Ao|ecPdvL-@EWL{-#j`SrP@415d0AtzoK=s{g-M#=w^tF
zX97G^JjCp1s?1dZZgp}t3Ig%+hFaK-Oe*tLVNz4^$&)S)<|s$y;V8<pFX<->?<L&V
zTgzvp(!MpwCYMou_cD4<Os6!FD5@0jKfSXwIPvWXG+52QrR_N<PzwNtLN4~=1rpVr
z`GLyLeG7%y=jSCfK!Q8E6Ue2cSySaZZ3=D*>?kCVbQbg<z_m!iJy@LOa6SOC)<Kv=
zMLgE)@H>d)+x-|{AF0f5=cKn9OQJ7WG9$oG$Y<3)Y#6-z?z2VzRHJeekju`nrT!LE
zD2?Q_@vOt0KW6s6O7E?C9oPaM+3G70GJyk?9GeywfM*0XI!36jg*3vFtH!UXp)Jjb
z9OFjTLKI+FxZ%*xrv_600c3{;KigXuUkvh{=LgCCk}B>;*Zo$FW%EU{lghev&%{<t
z^qy({t<7n?Xaf^dl>!YMZ_sZ2b3NQRD1PKmU&@z(WF_N6zZ*W+9et&LP%b;qHR&(?
zY@MD${C%yQRbY!g0>|e*d39;)680b`vRZv-3Y|-)c!3hFHKsaeLKA!0ElU3bxI2ZU
zX_OI0DJl~n4kF=bl0?J~sjgI$HhUu9%sz(MxgwpNEBufvctSN?2e2`7Mv6D+2gQ>X
z2wr;-+u9f*Q6Cj|ratUjy5zs=-~RcR!X93WSI3>_`gS_uD%BrS8j05WGcncofk8j|
zUrKkxofgyuNL1a&)VfC(EnlEU8M}(eO2=gzMEjL>?$$T-=(6ShzDha$t>V6KeC27N
zk}{_<k?4MtXuOqKsN7v)^nU2(kB0jhbd^lX^D9?hB<UO}6|$mk&61kpAz!?_;#bWv
z-cug50r$cJj^?)SuZnJ=G=6&7v6O?z&MB^c-zN37Q5psIEo{W>$;v0<NYKzC=k3*a
zg|8PZPaKhZwso}p2Dx)abaY><T(sIKV5$cBbkCk>M~%GP4NXX{CTcyazij4rOzV?I
zd{_IzGU}S}#0N&#k#0&=;-p<r8)~fiVRb*Frh|#2(};7}$z}nX|9QQkMsh;F(}X56
zD~)S4sAISTYQ_GqReM1|p^Z~7NFNv9bmSbg#^F=rpr%3x4R%n}CW)uSvJ7nN(SYR$
z$ZcvmH~duFKfL~Dd@Z>F+uT-aY?t==YHI4v3;3^{O#$|LdBHi|3kRr3?Z&GXas2#R
zai?>SO()H{{w!MQnxed)qp$qC@4nZhRPRp;S9W@0%A0CyB0Of)PR!K<F{@If2;q)e
zPAO-55}2Mf#|LLfgDsa8I@V9CCLeposP(e+deC1TdB6PQUInf+b*i!N$y<lX^iofQ
z7Idn@r1JRsy~(Bb-VGtA>Pu}OH`V-}RP?YypRZ`q;IqP5BJuBO%z%6_TPZh@W7O25
z{<!hd9X*!W?cL9ddegNcD+5JkN7bcGH}1hb;H21g#yrFW2h~3WV8utc#Ty|m^E82=
zCkK`foT*gYROWGxYsxC+?$yJV%`>;uzTXn46Eb7VbH7Q}L9xTpn&*M*b<j!&EPWzF
z1yL3Cv=tSCn$$#(nVgPnO}KJDK6>~9{2)n#X4go4Ve0HSn-y1rdf&Bp?4tf`o?C6;
z*ORU6<+Dz)a#h;tdI-AMs@~<2JQoJ1z{Utym<#?`l#{s={^vwT@&1pIq=~$ZmGPPc
z%0caAXY}FZd0|4WcO5RcV<{6zX`GZ$yZ0YJ3a&bLGZQcnGr0A%%wEtsJM&`vdl%F5
z#%uAxo;0;yfg?SaR-7i9o4%aM=O7^zuI7<t=?0DcHeTc%Lc5mId5ECqe4RM`qyzcx
zQAB-5=6RhNSuZ`i`15{p%{yw^<DZWUks{7fA$NZK`26@YdU0{!*Wu_NJ~63(BPWDm
zLqi}xfD*6ie}Md)r+xnch>v#IKMIU=Tirdrpt(X8;pD#({;*2^Sk*2Nux`PUHP3?S
z#KqNaNngKxk2{uo;LZ;!x7CZSz3}PEMD#}yj_k6VKx<B1XY}CD0u!*LcFDVvLrxz@
zJ`vcQ4Uar)RyDlSk8emf$)IdBmYFIaWFpwD0!n!P)F9{Znqy^jw70=NBaHu7zF{8s
zpZ+l<K=(;OHy<-$#f&Gsb=5dOSD_^HKY&o?3~XC4Ppn-BJsQ8aZJ`3lT|U!wd$>$*
z+GIasFE2fDmo{S3>cU`6EiL~kq-faiuN|{-v<><m3L3`sF1@q_@`LedW3y42d>A!z
zZgVX>JQGcF0_G})f$W0>p?SAd4UPR|QUtH_yym^wrN#SGbf&UX?ezYiAJgeF(YX;*
zRc$20$uVgQMR%+nfV&$3FF&WImXxaYV!Vb=#K_<Txt15|ep*?6n6RE{52)d@<G)e@
zJ~Nq<<eB{3?Wpm<^>ke$F3X4YU}w#a<`q^F>hw+^B3Wbsib$Utg2<XGC8)gews8Ck
z*$~gw`KnI&?BPyEGt3^7A2yLJBGj-g$He9J)<8-O_bhe-$GGk0i>>`1G|TzVk>t9+
z4JY(E(jdX$eU(rCU}Z;n2?JRHx1A5Gjq?;qQOH`I_t)n0f_I+hToo5*BS{O(DOI2}
z1{FO%cWs5!i-jF1i>0DRtiqmn&|TQJPow&*;q(Bx%RddaiO;zQp)7m~Ck!sl0RRGt
z8-3Y*%hLP?XTo)jv2uK$5pt0O?*cwwzT)DxX4wJItWzu`3ANg%f&;-0#)5zkfJP_=
zwr*+)hBNShYQ+EFS_uS!ICLrqZ%Hr*Bjh;+V}FSRMX|f^z6tDxT?L*Ss6W~Xb)Q8b
z1@O&7aC{Ak>nT_scClS{<Oi+4ZTa(`eF2py71NOw&~MSia7Aq~Nmam7)X2X@^OA+%
z-S2(^&$!FlZIe1ArqI8zUFqUC>~cCu&8r2K&X9t#kUj?^;K5Z~Aq05RmF_95P{f^S
zA>K66K@^ie(9}c8f|2Gj5YzdHz5Ovx$}yjiibbvx)2f_jH|}1QGFbbe%>&E!gBA~F
ze7~9bsHqsO-$9iPE1DFDt0=7&AEA{9c-W&&-h}#l8CW$<Fd{_6J+2(MaK<ZsscWQn
zJ>sUUh{*3y1xnzgM8e$$Q4r`%Ejv*4W91Mcr4n``W6q*HFH~?}v?OD3bk?}MTUP~U
z`gAk=uYn>km8M{4=fifApG3&BA849q-$jtQ8$dt+!G@^`0eWx?KVFx`5WCkTQ6usa
zH~HCa%zS>;R7bOg*FV3>iv#&glgccl1y_ud_Ii%^%@i+WCVhu(%)>5r%Bi4`jL9~S
zhim{VPRL}NN%bF?D#S2Rqef&sQk~9gDC)7XEFV_DJqt+^RWz4hi9a03tZa?Vl-#Uk
z9d^X7H`<%ohD^U(mX_I{3l2+JG8=Q8=NZ>-o5?KB)JhKLft4x6{s*A*8Nb`hmpXcG
z!8m<#%cykOffAIfN-Js@t8H>wlkaYIFTJSkEU?BxRb(MZ;J)2z0jTeJx!C=mKbEt)
z$Hi;d{0}t(r#ZUpI}lV?l6avwiJ4PiTN9jvIPcQ1r37<h7!}|6(mLNhsjRG~xNyz#
zjYqkFokBpQ_-8tCVo*~*(b8yqv=(?}tniv0q6Eg+V?6hczY40)NhUEj5-E<)9$#t|
z{{^uKuV$p;9ybK8H$`erc|ur$0p-bG9Z(}?+Xv=wcsUO43;==n*|h_%H7IAq&+Rjh
z3}Yr_VnRpHn1y=)KR04shuv>SrM5^zsdjZ&DUFwOS|sAUZS8tOv=X!Yxc+U6v>w02
z7fE<MBv&D_%V3;G{UYj-S|;I^lToy&FTs4sP>Sk!+XYM3C%ku5eOC4KNmI*btWWM6
zVo7r$bMNvumOx+lfE-+jqIqYY=2ZC*Y;?4IXMRdiwGaMXy!g?@BBHvAbl!P=_-hX`
zrP=<ji{Rh-LZfK!{hsxiIKK*0(d$9d%4OZ}>*u3?L5J9E-+>3JcXrQ6>D(?Se-}(v
zIy^de?LWYn@r97T1;GRV0eYUlnNt6&_-ggkzq8X$aoTr_f)luo)^5Hvk-J&xxOMmJ
zDwC$ThU?$mt^6nZu2O!0Y53z7g49N?=2Lgi;Dd7@iS_^@nUey9CW4kZ1#!3AJw+ya
zmzb^xfUS|qY8OqtU90-6WcW*?+Icd(E7@Osu+jyC&&6js$G@OYJkrM1ld18|I!C5r
z)U?uSGFp))^wP=Z%C#>l)qL^%IDwr{SYbY-$fcK_QT6NW^jrcvq*r|V^{D#_W?}ow
z=%K6aKdkrkk3GhXH&K>r6V5grqOMXdMw?l|jEVPMZ0II4VX4E$L0jX|>8e+S=G<+|
zIQd|v!y0(D;U%4f@c=uh?GF#PO5+?4@^tFieis1vrT9T3<MM>blV6Z)t@$ik!$tSp
zusdwqe6n%n)J<(|6D2MlT`m#9jC<d;za(Yz>;4*y_>=cJt0nf=Kwf?W^QO}ij4NyF
z6!)%v$2VyQiDC*k{!7Pu<$#<$hUPf6+`+}zd<L`Ug++(7I;ICec&acbcRj%0e?OUS
zVs0=P)S9OD7D{?)Xyhs8!$?iqB8#{o@Cj?L!_;hbl=Ghpij|vCQM4an{>v|ef_MZi
z619ZQ{{4Ka+jXJr$6&gU?!-@-ype};@%zH8w`%9hH>ci&>#+ye2ls?glZH0kt+e5r
zS3DdiX!Trn_FvWC)4a89j*Od0!OH3NGYK`hnZvhvy>vH8=ohZjD8IH<p=qNHS10G=
zVfU+B#Ze53(R$-o<WG5=rG#-#|FV?S#u=8Jxyjifpf*o<`@F@#IM2m4(KKsZ{)iD{
z(a42eZ^6*!FJToI5~}-Mto}uOx@3ent-<K})%@P$wZySE%8%jg(*!r1i~W=7npVHl
z(H$}odM!HRZ-Y&8DHEy5c-y80lnOlE{%mS0CqK8Cy-BfB&_Iw+43EX!ZQu#v@C>C_
zq1pwVU-q<_rn-H|nv$dp9(yS*p1$bO?0-*U`0phFeQb`Bdiq2~nb)IboLs!DQZG%%
zM}ljnJ=W}4mi(Z!sXy)ykO>q8_STCZi6;|aSDzo(I5t56TS6nAtT%S-O~}Gg-zd#s
zh^)2VFcRsC=T0U;tb3$}q>FpFEtoi9cyXro>!Za@i&1PwNk(>_;i!aW77zjUq?x-v
z5ODCo?&$GxOr9!nzfZI517%r*p`@Kus~cZ(48!7RdJI<8?WyBl#={*5XVhf1Q2L4C
z_OQBY%{H<cPwCo;t`=oMdP}1M+$EbJtSw)b&*QXe(qot%BLfuvl)|wfzgK1(mhcVt
z28->encJ3p488WRh4PJe(%ET@JWLe8&wf!m@IL_-aCaRqV>9B29|(hX$uiC$9+`E!
zYw~Az;~FD6;DyC0l%2FmRa&=iD%k1i5SNsWt}55=nfR)A4%Gu?@Y9xaIFt}Q6%1b!
zKz1M#*)aqNC>tapV*UEue*m{7CbsZ(od%8L7(-qJ|JcFh*q#W@J{|bV8PqVrUReO|
zH;Me8pDrsIh=xnAE7)m}D~P)y0#(8fxrby-_P6zD6pFI)>oGj3aEj2(YuQ)4ll2l!
zwvIfwCTp%#r<PcV>=j>f-K!(YA2@2If`tt%;fQ!&$7V$syo?WW%m9m#FAco`vSzOn
zlkUmy%S&EtU*xs`Wy|(RCM!B7Eb(RM0V(LX?CM+YSJpW$dIYyoln3|};Qt<u;nXTf
z3LF8cCuncT#Ge9JaU2TV^3~njo|Yo%_+|i+_;O4RDyqPdQ0aD@p9Lrp1FX<}LdJRi
z06EOMzwznBBrJEr4)ZXTk{i7wZ9C)?<t#1W3IqoS(cmC<){FoH4XL;oO3m|ciDmC4
zG3CYpJmI_<Hxy7w(tee^O4llua0fuGaCRMeCeL8*u>VUa#X3rsJ<G$GG2b0u%XYe=
z<~Gqe8l`rrSY35@S9)=MJe9E|PEvTIKRceP(E>nFKzK5n?az&PH?k74^7M#3c*Trz
zWD<O!1|k(JQri|IOT50lBz%q?4z=;pv-Ef?b=-}=gSi&aQ36M^ts)1v8jdMgALKBq
zhxkqXszG*Mz3&dr2)m)+hb@jK6NPU{9uBBy-%!xfz>E&?l$7(a7R@R&_@dq8NBE~c
zszC(4-0dhsRh*=OJg4mw{&(h^PMyA@rer@yeQBJbT>H=I4XV0|gGv!Ce(}@N*Pxr@
z>NkI>yF(^eiIptRgio%X3f_nlDoI>`Mt+vFgW=PHOTU_@?Ua%6VWV$bLob~VJ>zCq
zLwG43qEX8U69_t6B~Iz9wu9<hD-Vbh^=8X(0dQp6c<srhNdPy9lOiGa8Z;=Sbbowj
z@+UE_B|@OJiqqnSu@eTeMs~TiGZ7X?3O-=Vh*1Z(oN1_RZTlkc__R5mSKn3~uPifS
zjwabR&}il*$Ff)B3VT<dPp5(7wVlzE>LhW8bV5tZv|Fzy<zEYZ&cn}iyt&#>Ev4x!
z;kK0N3mM5wrSCjueOvvg0P(0+lzSxBflg_TtXdm(Ke&G{m@+U{_%izHGn9&i<9pjj
zZ+d=@zp=6lYDX}4-p|cXH7a)m_%S_RQZvB;g%8m@O_BUQsODY_5sw#ha+F3;{5w((
zG!FRS9qx#*P+8oMGtbi#(;<Nee<FVV+>f5((KlOoRM}<BsXKRDPJOlUvU)NzfRI0p
zUiG#-u(HReG}@_DFQthP*;vWK7K+-M4vjZ^YWkf@<Bm<f(e)4T9}z~MSg$Aj8G4`X
zjxls2J)$*BLK^kHqWe%r&In-ZX=`7S6K4J1d&6I)$vKW1V+T!V)NiANXk*kG3T1XK
zhN2$Y`PAm4`vik&-hr6&(VI54O7FIHGNisV+5i0O4NO1E%?{GoIm^Dw9L!MTqm8J^
zXdp#H|MxuAG8auWbekn|=JG?eb-q2IAU)$Bycr`CsQ6utl80wi*VKhRRd`@0f#PDT
zO*JK8<YnmklfGIFLBh}Km$Q)ZaW{9)avHsD>rpaAUo?VR6Eax~UajNUZ9c^gns1?7
z$CvUaE^jCPipn}DydSX{w_~r_Ri^lu;c(7l$6IUs6oOi2g>CF^(P%~RBE^B-+b3S7
z>6r3<J3Ud@d9?7zY_`6RA$an&{-F?IW@cBp5BVyrA)IzX54~~e>meTgI>cPB5!syX
zaf3oFrC~MiM_yuWxDHZi?b9#eC3X=F4YBB)s?PNzAyiz&y<5BUkz+&!KD$w)C+toJ
z_C8ztgI^M7W+<y$7L2n+ePE=7NHv~Z$I18I_IN!{_sG%S(d~Zd79fdTaf`WQfSxE5
zYu*g=jWHH_VjGj~C&y_oo1v(53$$eh<MzoHQ*HNJnT<AHgbkW5-r(4JB{G<4Z0*>~
z=E3|dC?Uxyk|b4e1}ahghuxs-7X3F9Bn>j<w(t7rOXZNw*_~lsz;biq4cr`GNlp*I
z@$g3;OXV(8wCj%fclLQg=XROzeDwF*het^3d?|us{4;r9-?lkl$?mPP;<%S9DtGT>
z2StIPKjJ^j{yi}*S+KDQlMZ34#=pfy8ABBTGa)n3jXbk2eHPzOWM_!wOZzyg8V`tA
z{JT0cA9V;@7@ETw=&dTNvrqM}JWs)|utI{VN0;Q=Ty#=e8MOdYuvT?1>CC$hJAXSA
zrCLaNFqY3;1XwsHEDr+kTEIkjla5cGnIh3AQpalekK0n6E;DAOaMS_<9~@66Qxr5(
z2DKuZFJ>+_QR61o^eI;5rO}MD-ID7#jxX5}aV2X;Oiqz8bjx_vdKTIsI`$P*cS3YW
zf2E#y<aH@b0UqFCR%(e@j5$LabruN9L`Tq13pgsGy%Z3SYgw|VP8;89q~Y#eu?w*s
zuBWwbuImXIF?~c*A_Q_<y+CQm<f=u>3~+KjcK6f2-j{}fW0%Py(;glgng{W6wcfw)
zCk1#~4nLhx69ok;X=lrlS8zIjoM*Rbm-jZrzmL1RDDGou`_aHp#(E9)n$uiJH&k{D
z%E19S%!Sz}mr^AmK4h?3{G|#F$GfiLmvop`YnC&puWt;9e98`u3Tb6_?IbYi$kbHp
z@uLqT7kZ>dV=9*W%3u5k5X7D@D)+w?StN`3Hj0$N1YoiC7c9pu3D?<Y(qh$NlD1RF
zE5vRDZ=9(s8#Rs@bu{v)CcB%JMP}Om1U@9d3fiP3do~P<hYa?L59L%Zxc-9GLw7v)
z>Ah!ME}cJb_r%MJ5_A#y_A%0|R$4Yv{Qk9FeNRmANv}wC5{pbH@*qfL!qsElOTAQ}
zWw{1Nv8<4?6-B2eE)z-2U+(U|4T#Fm(9I}|Ui_^(d;75LsJ2-xS;@o!Mnz@qN+4cy
z0CR~K&?|0^oS9+y$`JJM4-b1w86A5LeiS77+iCcCGv%zvUi}l_bxXpBYijlu@K1Jx
z1manCcEF<VjAD4#;pluQx6Bb^(Uu))h~3E9JM5VehPXehuL~>5a&<uMX4yqB7^&yk
zR35f)y1>EF^ESiT-BMcZxI2aa7z`oa2ZsDFZ?QlCMx;T2e98Rm`n;%;4#y{WxMCD{
zx0n=AQ1F{cUhH?*DAU@Ji=8pr{F}O58I~ypbIBGerq68GJGZuE3`hD7w{%-qb>cgF
z0N~&MMz+qFT#>KT3e^VjDOwAE8Qm1NfZTj_&@*zl68|5d567qI%jKggDyqffv$(S*
zpL=d&tzjaYN}JWSvU#T1^krTDn*h858VPxXBXusIH0h*gq}0yYk3o<cX-Mp^F98Fc
zdlj$uN5V@~58L>8cw?F0<45N$#MsZ3b2qYv;L<MsA6*(wbWUE<Xe#lg(0h~R0=gPC
zo-BDGpa*Ww@NizPq|1Tf_Uy8*kxe-Y;y+uzSJ`d?Q!l!L>3t)uNo>@qw*PE_f%vtk
zA4l(n%kXr4_pM}oc4fJro}CnhId0g(un-M-8sDy~bWq3Y!D)D*C1)9u8xP7@+S=zJ
z-~RA&t`4hkBJN!4^nR+ZHNWN^3dilW@5l4bD~4Ivx^#8yMYOT)j-Py+K=cVXrYr3V
zDk!(mviO>iPR&OECw2IlJ;~2~v;eTP!rPfpo*^yPydjW#=T3Uw$16EqyO^g3nY97S
zQ68y%XVK^jRzYrjIJMi`i*G#g+9XyRTRIOfH8+!Kq*LRVwX{d=`s+>OPlKwhHmd6j
z!F7^$kqQ90j?_nn2-XxiwGF+EXo-xZBbUZI-HMZ5-7+j&4qlS~^PMjj5M{8Sn~^Q_
zu$d!cs1h@{e|T`XwtP9@Eg|^4qs!z3sBJN{eLJ|VxA58B1|)l%Ymib+OiY|`pr1_1
zM0mD&T<>S$&%~`+FYM0K0xAkupWriVg(#7(iCwJ#E0#Lc@<e^gqde<b!NZ(is(|S1
zlAci?^MW2jGryzm0_H4-!C?Q~C9_d88OZYwe$B0y0_E8=Jo0VMB<~ckdFKS1YZ3uw
z)X{XE$MGcPV9-wFB;<W4Po{=q>C^R0I0npaMqV%)IN7Pt^1-9No>d&*d+jV*YoZ>_
zUDdF*G|p$dSMkNCY@lpIsxN9#8{`)w`gfUYYtdH}68krxaTrc7l{kT9==EF)GFlc^
zs9EK>^kivFjHL{LfdyEpTmYHz(Gu<vRb$aSfNYXhn9ZU<TEn`eZOt2h)LD`Qjan~@
zr5GTo!}r<1aaRxbd<KW90Fqx#HPO`!SXINU$HCmE5w9hL2}GWWqwtNkMGH;=&R#wM
zk-#C~Vlp(czg420c-v2wJ;o=!u3+8_Z$F6EopYL3!D*ud!A16;3|l@__Z=uiHX7m_
zJgRHYpi*IBEi7*Ej!D`aQVmF?7M9ynYEQX#G~BbBIH57dI!FH^eqmLkRb!8mF7n|V
zuLmj$K>ZY|I<XoFsSRmp_{K1!K!)u%Dw&cC#=n&oI^{%7)62}oGLsBME@T!Y+CHdR
z(+F`f`K0_s7n-6+4+zndK<AmY(3%ZqC@l#Ih4(K7Mt~zN)N3(*;ta6(F!6<HoSJ)k
z;p{$dc`Ox@aJ@wC*^II#w@#}w5(+jowI??`Q8ABa{MqlXxZPaOzahyL{Kq)TILI-|
zL_V5(MgF%E_Y!Z0ZY6!ryS{m2Wd1lQLgKMja!o+phxIXo+0)oSq-KutL6`?>BQBF4
zVHb$K<U1KsKlati-|wm81RoOp5yp!5Iu4dXeH{!{<(Rq$v9C)ZOA5pUelduhu0nh=
z-b^Ob(X%e&wU@`!2-g#8%fMI_fl!KY4LJ#dU>UhNy0Qx49^O_O<;2J99v)5PxIjyr
zRm`{HNno54knLeZyDqVB<7SkzBp?7FN0AT%a2#;oOA;wyZso~oMajP_E-RRiK`pXt
znG0R@IhKfKaN+4&t&<as<44yykyq`$_PaJGh7~@5IU@<g+{EGlh&S!Bi`7Uw1liT1
zmUx+DsYOh-8Dd8`0R3QVz7jDNo*&n7@?1|VmO?ESRg^Y#_(ZIK_rY{{Lk!s_gp|R)
zMEyO}U!5xp*Tehd%U8_y@hai%qrts`-T8c4=9!1xQd@1?g1LWXZDj|KZn8h&Uiku@
zUJ1l*(K4@C91mirbdm{Vb}xwpB!M#IsUR7-<!gPTUgIlG&t${fW0aTJ0=sp)9*i4*
zE`i)Y23d=fsTFsuLz)Ld!<nPS3%uzJ!Mkd|+QnMS$$SIh?9WYMfD8;POj6|VcGD0!
z!N_yy<KGnM?U9H3;N3Lh0*<xX6{z7f0kfz~_yY|vTwAHm2ya#}=Ccb`2^Zo0^<6N!
ztS{!5iI#oNilOX~Y)|=fQ7-vlUg7xJqnX1s7iGOyXUE5X^*`!Zx_S-0K`o~P3*R~_
z)}b2*%G}vqHFdJTAVr9F;w1|#Wa$CW5&7k)@tO!~lq0aY#UAhJW4!hJmW-q^3iz5b
z#LEOP-@_Yr!*N3XySb{0pW}YI*~J0bZbd%}F{bHCs>xBse}JO?dT0B?$2IwdMJVJF
zfoVUUgj{YwIKfW~##Pj0ciY9oS*D<4d`s{ocov#K0`1U15kx!`j6mQmM54fo+O5Dn
z-DH^3o$l_vGJL4+f{Kp2?8O9*^Zt<M$VRCD<>UAIr+P(^d`|9#D8#aG3LgDdQ{Otb
zU&8Fn#pu`GMW+Y+mcvwKQ@BdFvAozri|(aB`&S6om0Ha7d}yx}rp0KvyjrLQf~=BF
z^9?a9IEV2vDMHw}H?{QkHGK7?wmu;Wq_IjcvsJY+yGD3AD^;<#!vl4_1WRbUI^C)r
zc&Xx}#f_&E7sg#&0;|RM;Fb2N`d?kTA2o*5aO}=pGRn$x<`fY#3YWdzvbMS6JTLot
zEH>KDU}qW4=x~`&d3C#e48yvlCkK0s%AM*OC$a#PDhhUbKE~h!+e_o_p?nLsndW-Z
z|AI%YMk<8d%D5U(FiyD`;ekac{Pu<)FspBYUBp|2K=k$V!EE5+6oNjthBH_mQJ5#C
zbY4X`*F~<pezU@^A1jSxvG+Re-H(O4#ybpf4N-)v^+r4C=rs5z8r4DPL97G0D-Twh
zHBNO8Z`9~GDHBUhC%#qpt|}^zJo1LPe0zoTYUshZa2DbfrkK@LPQ%Xh*N?$V1LP0K
z`jIUn%#g;#@i-3)A&R`)x7%D9?B(@bd4`DaB0o^Ys8<ZREXbH(P>$n-CiT3om+aKm
z%LGlIhaN~H{)rr(HSkl$ruK4^>FXKpW6WITDl`k9s-|D8x-Ku5=rg2j9BIQRij@4E
ze|YaqaE06fzbbF@Zyt8G?6(LX!J5CITem>exSOks|K8ID(G|=Re}U47^<bi(wdBt>
zZlUMgfDzNAoOgrW{T~<RlG;DpM+c4?g$Z97<MN6@TbJkllqx6Z8|O=nuJQ(RI@&CU
zn)m$V3Fi`t+KyfV+@z1`?j7FKeRWr-LelWN5|;tqraOu!itDMI0s6<p=8q*A-NeD4
zqa1ZBTtL_ev?pI`#PNu{C#p7B{!CuzaM^&jKPuZACpa1_Dh5jEPQF+nY?9on!w)L6
z{_e<JX#m777%Dse_$eEn?Q74MzEBs9j`tAEJN#xYDm}2*Jt|?>_{alH_40z#2o?@T
zm5~vvYoIFSnrE|d_WAsKT<tZW>nb+a!>-@?a!<B)GrZdvYMPg+{kwmmOITjQB;xb$
z`28QFLXelNJ+{0MGgWsl;_D^3oUW|=0gitP&d!&d99$5^lDnTmYhV`kyP*s9wRd!g
z9yBm;j#o&%<x@!SoU{9+#})UKv(<gg$2BNV3f;}}y_;Gak6!c%if|+WMw@S9E;ecE
zO$`?@K8ChfPb8j2PoMj`_SRn=>1p8x!Ktq*C=(4K3dVJCvR?Pj=XtZ!!dyy^1rvXc
zK-@{zOS5q2%Z?vq&uKWexV3957miPIn)k?+mT8xSp?Eedd|g=W2Oh>>BOb}Obub_B
zx2ApEC5(H<*5BN;c*YLU>A#&kra@T=o6s~;8{2rcfc|U;>#P<cYqb(~l`lR{jmt%G
zt((p23u*LQ5o*X0-Fm@O41+Tq3HK#5(>*D*%2_a&EI=#qbc%4Lqa~x_OFays`}R{s
zyD-;u+U=K<1y5@m*CdAOy4+b1aKbe~)Q34R<|7SPi2UQOd5ZHb9NR5p7cX??N*|AO
zsM)fHF*caW>bTjcr-$9)=60>0>83?Bnp)i2FCC6VpOO~%C*IurRHuRzk$6`2i`1MH
z;Rc74F}CwCdXc-N{8v{PTYS!--VEu)R-8Uje&<Ks&&{u&_i$tJ`|oWm2^3H=iA=0h
ziy+dJC@}dW3#7Q<7xfq|PS&7qd*;7buD+O=zP>jOru|(xwI9ii4U`)c1qqD_M%QZ>
zzT=h$XRI8R&w(`P>;W-<Dy4D>4o5}i(m(ivDXS0=Eke(+LvU9zb~duhT!~*eqK_<0
zuob{{=Xvt|HRKiKJ(n&7{&HAgx-D;^boZLU%>H2bQgrz@lXu;fJi<5~TQM=jxSIxq
zP#z4ssCD`BdTteNyp%X$c>{G;D#_GbB;e#m^EkUN8(83J#MPqdDH)a%+WNMu9Ei;^
zSwKqI6S+d8Cp^w+B-F*z*NAdg6Xw7Buo*y;qAI3C#Rh|Oi;|h61uKbiOrht7rrZ3|
zVi|a08{1Q-(}H?RBc11hH5oLpgodj-Z4F%Fyt=*<0Ny&qTQ8Cd?qPHo`P0C#o#aA9
z)@3)WGDk;8K&r$JcgrsgZuYc_V|%s+`7T4zyMxDJm!Ze`;$P*O{B29+dgWz&cu&^g
zj_x!E@`i<Ufx&{b1s;?yDW)RKH!PN{blvxQ{GL?GfNyqL$>aK#sd02ozPCE^F!AJv
zpf-fpIBgUfHtpi}@$!EF$S%Ae2EEspH7sx#p7bD9!i#Gd>K5><gmsy{xurq);?<nt
zgl4dc02~fwFGWf*b;7uuSPZ)W*=G<StL>y{oF@XP_`%N!a#R8gEy!zK5A!R}-jia}
z;|bbgCRT=dK`XeYWjE(U*~=vU?!Igwzt}8n#sV-(H+?-?eoJamHesQtf_0x)=XNr`
z%FQPg9~QKU#k}V_gKdoScn1v%m_C9r$+q!*<ty``CEwrNznAqUI^<UF1g@~I-Wc+Q
zr#If|NY%Cmf*Quy_?p9eRn_tuLK^dhc0)J}%*QsZ(@aV*;}37V`P#~8dM+vL(6&5#
zXisk3CucOo@N1FH)iSEX(r35%f@h7~kd27gh+H%qg-q)Z&?8QHo?O2ah@s;Py^|C7
z6%9HV-Vq4|j>a=K=k|zvSE(;2lq0^kaXQg%(G7_7S!Srjvt2v5yTs0J*9TJIVdJ;8
zJM~`J`7UY~#m0ywqb@`yR58^=m_o;Z<mO=yZ2JK+zi(A0Qf^c3=i$9MBUG&u$Ec>)
z!LL2nnDZ)y<J<H3EeV0)w&RidH5lPIM^MDU)C0p~>~nW@E3F=Kz{0~HL>}ic=-DiK
zOWLFjGhceNLTW9?W$GheukNaexLL9*;mG6~4}U)KHQw5Bd4PuQKfra|@BTY5d5%Lc
z=yzXEuDq{YwAj67e5jJr<`<3?Z@G&?=5k7}mFm`N<u(_)Z%WbzHMk9A;KLbd2cB>s
z=_bof<J==DU?N$JI}&KYc|2b8SYw|W$Cz}`Sq+3AI3ThsNj@HC_n^!?6%JuH|1TI1
zFw9l4PqkmQ9@oCNtg56M`vdk}-tn8(K&6?4+3j{;In%#SQB3S{tNW-8Jp?;y*!>el
z^{sw3p;@ICZ1)x;Vt%}MN#70kn<W$UggDVGhtr%yq1wn2)pfPly$4Z^^R+-b@w(WZ
zW|;`O6m~$&u2M-QN{$(lY`W+;(WBid*#AR^Lnpjq#RvLb{s)!U!F2XZOxV}TsMs*t
zAZEalkv8Y<0c=qgKm-Ays4S?0d`jJLwz+D=fE<bKU09VUVmFxexBltg%+rA$RY8YT
z4U+QDJTALodg1>L-{<~~V;BD37(M0o_(#@%fGY1l4Yl!-uij2yJXEOtyW;(Vbn8A{
zvq<aW-e=c4CHv_hn-gtHw-(-XSsbbQDmvx=MK~@V#xCnNjklg==D-^t&u-?TUwFIK
z!_{*xjC`P+GohTn;)JM=tp3(3p%yYJHV&jjQgQWfO=st3WgoZ9sg=4<r5K}Z4h0);
zIa_5~jVSQpU<fb*o_RR5H2;JTQn!ekJ#*E&%;acy<av$UT!~;>e1lT0shkGd#;8-Q
zwJeWoK78KZap_E~6!2n+3Jzesd0|T`rMyq3Ol|_`s~Fv_D7MMJ<cl@g9(KbFpn)!9
zv*Jt17J#~xV{&*jhc?i>EZ58>u+BnPep$=MDO)v0YBRoXXtC@>=NW*g(q6XI0=v9Q
z6kVeQV)$aMkHuwr*B<9bmSdY*@x?j<4_H^>oCAUsa=L9DMFX-HI1xf?4YSO2XN)t6
zM^L#eVtcA`=MRd7DqE`K^Q9P&iC5y{<q|RHH+|lU87khkE*}{%SW;ZJu-o~_ru4&s
zzp`)+V2g`Wsm~+@+~jEr4zwrYoXjh!Cri`w*G^8a7IqxSV8EEIb*-w}2Yfgiet6te
z7m+~hWs|XT(~XW(TH@jpibFvM@wn-+%N)uWC~FmTq-dU<@zxX)c|4W~rXQr7o3^V5
z$Po=4<*;!1MH&olzuO4m#wi54Pf;4-$TDa5sTwo|Y=f?GVboB>Kn<XG1pA*H7oTiG
zvqSy^&~D4_U92Y|gp5um$6tP+c8rmjcJgFZLg7?`zcRnPNQ*w{EIeKhc!FP(n<B42
z?G|xv5`iRIUYACSQ?%#@T{YsvS)?5jk&p}iTjrOOsM=SSzo|>OiCN_B^A%O}@!OKS
z{l#JvCg5TbJAM^<g)b)6DDAV*S;{4t0EXYnPuT`ZU^`TI07{wh*2`Pm=71aAdm=tb
z1#|CkXY<XXy0@c@VR?6M1`7^Wif$ws$OAaU%JNmYQX$o)>1)Kxj=$bLs&=3S8PJQy
zns*wXkwwrX_Up<N#K~u9;z)gDcf1zGXpVgJ<O!SFLSH&fb8<t@#viC+)b9r>RTT!z
z#_~DaIkqaQWl<e}F6=E}S2&&SaG6+5a_?^|z1rINrUcYN*DoNmCtgk3|7q~ps4t&l
z;Y)2W-JxB>YciCm>J{;t5B^(~emd;E^CLzhL!-@7@^TZ|MFEWAz^YW&BG%V4P*~-Z
zN&VR*!ts&jWV5O#HApZA9wwb{+A23Qa3|41_Z8oNfU_$XYkw8LE6`m?g|whuzzzx=
zwOzPWlh+ZGdXrAv$^+7fgo^x?iidF?>^6-@5c;Ii8Mx^w4;;E)CE*YEo@(1gOvcFd
z3riyAs=+^xy1BArP5VYAIOz>zH%eTDn@Y>ScD>il1rOht53gn5#MjmRG`g9Xh=VW|
zlGudI?<Ii>n8q?k-2kUsiNXV+e*TdmbdEt4)sf|}+Z-F(_b2oZDU)E2lcBHJ+0Vw{
zvJa?8g-dn{jHZg28IG%^>2MKZ%Hr8w>2m$bmQzWc3#*SJD1<7iH<hs~aOYXk*vIR`
z+wp*(IQpwbrLUi?HW;*4_Z^af=+`Y-t|g;m>cF!906(?a-wGD8|6aFk^>k))h<z8<
z?mY9VK*{7rOX15ijvi$Ce88?O*8O$FsG2tAmYU0Y1jS|Z>S-DViX&HFv+T&H9=U)I
z(q0OeKDZry{)t@NWG%K)f8xCZYA35J&2?Zm1<cHQ&qT}aFj_6hLTzJU1^ag?+I?1^
z9(P+={FxZVFK;(Um}<CqX1NDs5kA7vZvNA8a0W23DurM)xdW19Gw70`GFLq&Txk1|
zbAcMJt^ub}Yf)cALmJN}kM7>Ds@Y$!TW9wIl)k|0IlcBHI;nD&*xlCkmvJX2{rhRN
zk&VHp5iI6IVH*8`<^`L<;1bG78f^?N1yj3*x7W{TDG^bfwat(+9b|u8Jy{zSGD+}0
z!-NkqsS`nsJWX3+kDT7>vmVfy(pZ&7xGeexwX2b&&%8xo3l`DGIta6vEXArGr|4E^
zomt6=-v?Pl1J`=ygGo|7VhyK;)q^IKE{t)GQ_^V=aZk)M8O!5!(Q>>&8znPk*yfn;
zVcG(tyqDwut?+7dTj2GjSBCDrHU)5fs%+J3SlP+il+=4P`S+n&N5D%Xfw<c-yJJ9U
zZx^w%2609}w)k_^t~{8c@J1u>c^jMV;Aqs+_=X)Pegh70C$WcVuS;+peuxfiNaecc
z9(Q!Iarr>Dea!E{Mb<2+Y@>}`a%jE7_6zl)ww9f5a^B$MwB~xsdEp*cv;9gtN_9(-
z_gaCLaIcDSKh(rhc&4EIOR#qC*bS4Mp+z2xvfwD*Tc!t5%)P-)inTpQW+m4<$JYR<
z!J&+bzvomg6i6n??r~q&r7QaQN9o)tkj?}~fpUHoDBhN_GCPEBa7k|^f|kMy#7w{_
z{&y>*6$875qM{on4*q*<UUoZ=O&t$!(pqOC`@Jmb%9{F?cw3^}{(MZWYX7I9pLEqT
zUB>+ui*wO4zHK8DUC?(MV(du51={1BXP8NkU-qYFXdahOf;F*i>&Mqa7?*~!$Zg{=
zQ}nvPHMZ+wYKo)=L25SVcJwwpqVLUOQl2z_D7_z^7vW^b@-n96BP}?BPe<y1fiu@l
zZw!G(=k@!5*KI&@eSSyjqG@IBmc34vWp);C;x#C}9ILx%<gAOx!zt7_FS1%ErYvt`
zdV_Lx-Uv5kaqY#YW6)J@qg|od@|jz_;wRJ2jyw_nUdU9VsrjW8$s*w-laJV~mmfkH
zg|!IeVL@mxeTrqJL0>|yyh9n<O>LK<?5j(siM4JK2GUr2gQI*ZE#9@@GTPnm)d$pe
z_MK05XDPOgQx7~C%`F0=YPO>~MFIs!0o*j5d)e|7D8?~@cFkfJ&&&iJ`00=1=?oyU
z=9pC`gxlY^)7)${O>ZCh`2Kh+gQ9sp<ouw=sMbVbEiHI8GRPu^-r&1?t$&<PVJA|j
zstWl`7@NxsJ{xi8y~HJmm%5!@0|wprh#U!47*3q<OQGphw42_Neq=A`*|3&;?7Z*J
ze5rT}q~wiO)huyoYL@uHDp$TphMo4U!mpQuIRclSo+kWB*@3KFMtrc!iId2^b7Wxm
z5eKF|I`PDa#O@3}DlkRfOe_EV>#y;@kpq_&aNt3U#u)HfQ!_h0G?naEOFOQiU-P`O
zdYPXEN#;Z=_vf$GJ)c6JbS*kr!%Q5s;Jc->WMo|FVgUyX+LPxBBK@)SPc9Xc&L5^s
zZ_LIeQ!FAi7+?!mR#t$28!&Z(ew7+acZ=^X?D*igeE!BmIJ#rI;^9koWEXz?Rsg2y
zT{C)%@!00+$vtA)Ohp>$s_XjDdpk9>B6#Kdub+EYy0G8l;`NrRp`7LXeg}c8MDVS(
z$S;Y+<f|T8Z0Mk}^@N0k97W2x#F+qFhz!0xG-86qLni!Vp?XF&1qZ#hmu5eOw{~Ri
zC(mBq4)R(<qEGv47PuB(iEG3cmHBrR%@88KG8$pzYxnb^SabJ=TTM-1&7Pn%H3$R(
zq^O{&bN=VfvspTH@>%697Xr+H{enpXEGaF-4ra_G7IWL)5p=pG_o3p;23Ig7P-FM^
z*R&>a7oujQhC=<Y?b>C=I5AypY+KqH6$r;K`EZ{VuS@0A3)fv3syx&$pdVsoz$>Gb
zsW!r|cPhEARs5RC0Kz!^#0+E)`A0+j@_Dy7@07oL;&?$x#V@n(yQ*3E)1DzvCEd|F
zL^by4I*!Zt6`Mr3CCavB#tvmD+JqbQ^Pk%*JE5I;Q?z7H_Fb;>DE)&}^2IG~scz7a
z=xbJHlBDFlEucLtUun?LIJCC%V$;I{GiW~0@yAV7&iIVI3=?p_;NpgH*}k0c>k(s|
zVA-bctz_<-@hP{>4VW)1U6%;6B9z7eK1*N)1q>g614~%WkVKwu06BDxQ^8!n#Si`B
zGMQzAz8~Y(Cw%jm+WGV^`Po~qP7TNF#>AY0NIE<#IiXNg-!!6<R45bPP}Pw>&;)Es
zRb^PI%bKTJK2Z!H^f-QW>0fh3uX<U*$t|cv1ex#JPcJu-*Ug*le_>V$bx;<Ud{O1a
z`pVGt?O%J5Pk^AUV$qqHSwY)bVfg|X&pOQJ2z?v-{&FD%{Ye&1d%a4HXuO3&?*@aE
z34|rY65=2^-kg*&Y?&Hf^a5)f7(99Hp^wJ1*@X_{{WplUXof!nJO#$M#|x!YPo9Ss
zUgdxbR;gDxU-k~37ID6E^)QFnoZNdYE0TxTPB~&{Ex6o{4a!13fMiPmZ3W^dZ~x5^
zPfcS_w+`)v^~BOr*X~Cz^nuia@uwCJh|j|M&!}%Fl~a_3BNA7vf?ES4u*R!iriEQg
zL{N2qWqVUHDF7DAi}whwX?$}QOc{zJ@vGr3Y8+iZZs1oL65G$c<dgJjhTwzkF_adJ
zDk<L3x_k9gx<G}&qRcC|e`e>4{{z5TA1U5n-`?muaD5x`eHM$hr+u^7J>~3tTa(Iy
z%tTTp967I=Bj<7Hw+4}C2GDYk>TaE;vmg+-WjU>Gr{knKbicHIS7%s0-mIqH6qHip
zW((8PJyRQIb0R349n{~;Po{Ebf4_}=wR+w7o*YP|_63#K{4nOH@V`ieRBXayy8yTA
z@h;7TWj3tsi0w;(^7Zh$A>b+aXB<mV-5H;Om@+AzPzylF%%3HGxiBb?-<QL(ce#Hu
zy9dNlQJ;jKv)ZU0-u3@O)p^IW)&K85v4YyGb`xTRQmbm0&`Ls$h^p0U%~%zrR_(1u
z#8$frLaFw)>n>HbswgpPuToJ|Q7zT`o6qmR-{0r2^El`6KCg4VuIqWtD_T3USwn8z
z&pW<)Y&ruw{ST1n5@*WpDm>`w3`(}-G!PG^szscXuJ<9%P4BN+MhWa^P2xarG<E%W
zaN?#r(RauV`K2@wBUG_34}hJu+D662bOK^B9Ba*Fti(bU$SX*Di+Y#JN!B7%f4G6t
zhZxH1#AY86Srx)&7Ry6!$+O6U(<S=#cue9VTt~{81;qylZf<cQOlMj5#p1<p!CV?(
zertRrqElp50;w;Xqv5z#5zFB2Xh`EBlNG0x8mf}WD4ESU1%x%?a^>1&Bhf7Z!aNA2
zFusai?9)CHPttK+l3o!6VT!UCaB-fx8|jgbjBCJEJX^U4i`$;wPu`NkSam6>qeWJ;
zrKhoEc^R%;dCg}`xnvx>)%I=Rz|?;L0Xp{~OE*ML<U}eYwU7a*wQ2~QBph&Q|9%{$
zKP7$wKDoZcfgDm@7UR{5;eA;WG4?p+?9uF~XLE--(K346a*m@fb8*Dn@<=ETKqL0a
zlZ_@S){v&P>_vu-Z=nJ)O*1CBF_kI;5<0<>5}$X*bpB|t#}JV5CCG&RGZ+7$E!aq&
zTqxt)Lt*+LoU~!-a_g3Eu6cW6x5cjOeK4hJf4HJi;PzZ@%zBz{q)L;$eIf%t#0m8~
zFOjd;#)7?fa+^VjXyvG{Tub?$M{m54St61JgV}luNAX+$osblevhZjp#wghZcK<Rd
zY5GD9`G)dyvT~)|>3|J@SZ%e1a@#cT|4jD7Dw^fN*sX1_2Jzn8cfP_N3D5{@Kt;)?
zTyhjCH%a-p*5zL~bq27f7@u^|I={FimvqyhtnN)Ch7iE6v>t3=Z=cF2c)PRE`f~G>
z-jM*y1o<+oB@coPo9d(qSt6~mULX?6unel?egmbTK=+Z-zeKfpd}R3|Ob)a!$Ka0{
zO<QtnSxuFw`ZGPMDeYyK8;|bat$Fn=Df8Y!PW{i@J?b-sJCmqd5Atas+2+lmf&(To
zzl6@i<VXY`!Jw5UvS@Sp9;u-BK?P5rZsV?AwYVKVR!5n-O|ILLpxE0v?mVJ!wL1mX
z(y57q4ykBzKxi`&oRZOff3_c(v+`EOa0TR>Gr!!G0~*5)F8GF88EOY}H+2j|nFPIP
zSJ-?V=lnab+sJVJn7g{7E2*^V$dC&pTuo~G*VNy;w0F(P2Ky}k3BAC>T+`Wau-Lg0
zUUX%0p?Dknpk>nsTY7w#W)I({6u^hvo63=j*txny7}7B{4Cdf)qrP@<cS%a_ap_o=
zf!o8k>KPTmMc;wD?I)wE-P{Jzwx;FmuSI>(#dtrbW#d74&VTIv9g!gvtJ+7!b#0Xh
zfc$Agj7jjOR?VX#SlD!7{j+*wZ!1C0&bmhurzJqY>Xk)7BX}=EkBz*8)f&B?a0u>Y
zv_EGuw9L!k;<_;Q`1_l`ZtDRqkqO6=zjj4d(V|()lQE!o1)O11AD=o8SGGykv`tgh
zhLSJU)I6$8h@lBHb<ydE&^J4N%=jaizh*+-MScwh6oCxsqqMYE<<W~Ppy^673WM9K
z;8Za~=@h!GKx$xDYEP6wI$+?$3O50Y3fhQI00O@@DDIpS-NkmH!`6T}OnHaTe0(Sw
zSK^rFcGZ686`yn1jEfY*BHo2zy%ZI29<|SNDJo9T=j>Pderb~nH`MfND00NZ)t4v2
z6$Ex2Ik@vWuB_JPSfKf#pwbj27u^OQu&KLXXLkD~Tnvsdc#1gsjJ*yQWdrKj&VOBe
zZBQ33rtjx&_T=G&$6T9061oKfP-=ti+=VHCWd;<i_{adV0$_D@EIAarwK`qGIMBVu
z_~RV!RoK4-Bt~sy&yO0O46s<N05g|dnI7qK9i$xgkKaz2)VN!>Kle%KhUTG{<`;*>
zj)e;-Y(ZLDEsg((xQ)Fco9D#^88<z4!*QB9DCgx}BRfCqauTaEW~--W%4Vb$dsmnE
zSya}?Ry@0pIaY)dY8c%~8VY3;vm3*BM9lU(>wfj@F>}C{0r=8o4nR`yp7=_DI7oZt
z`t`{BLi3z!`|K4Jkw2-o8T(kUodjYV|KXMV?Q@e>_B4G<D-z6E#o+0j@2SU}z{9pJ
z1#dJVT4{2misJTM)9}$c+VPp+tz(^nxvw~?)+~Z{L7Dv`t>tb-8vJ$XXMyHj3g*%G
z&N>g+csG*VSiF!o+06LF?EZVOe1jLw4n1L^wPT^tnCysaVGtZ|rpU6=ST3@#p2h+$
zh3ehJ#r7K;tgdFY8Q{x#$F*Gh)YFeSqrF@e9%3#$$Zyd1ebyqMbm}AN>*NoUH#JTy
zE^ca8NsB?1+;7dz<%2t=SU1fq_+Px1aih1j?&UgFA5~KlN`j%$F)fk_L~|JktOp1-
zaolPz;anL~i5TsL{@i8Zpv!ik=w>8;!he8FHJ10;{pG+D&o3kDw<7=OzsoRih{<YK
z(9TXdV=yrk8It@pZ_s~h!*6ySY{7E=c1fD<G-WpT{1q~^;J0ZRsM^5~2;gU7@-@;P
zoZS^$AAMl)$27z|G*d<I&q>VW8n7l>Ja`~0O5yT<fNvd3T)=em*i}`rh=3kl7shxo
z*Cw^7?>B?A%fKv}gCf~67N9p=Y<$-{k>`)DyDl$yvZz@g2a6~(grrW-cOi}c>Rs)5
zP*pM{7dkp1C*?|7$#Mw{(F2TX{w(oRPf5}3kr*L>jSS2;PI%S0`r?`T*4qc7B%>df
z3<3O9#VoViyjI_hwZlH>(15ik{ws{)1NmVt#-)~KV=U8y_@3UG=~m-3P9-m4bTNI~
z%)M$2H11fvnCocfti(h{S)uK{bTAYU<>=Woju8OyK?8^Rq*I~sZ#)cEe$PqI_l2%9
zxJ7fnoEMqB#AAM9r5kYmFN`jzh-?URfUd`EFK6aSc*!)`v%$evCegi%Y-&|it9TgB
zF^+ef=q}%5$r>&*VOcvVtD+-`Q<056ahA0cJ_WEBVURh*$HE}KfQa?qCxb;rtNdL*
z)l70qTgS4nBbPWPMb|9=`oG0PXnMa=LIZ2zJT(GwG_i*=%6bI`72Ff-qQ>tPtoV5+
zz?rXHvRiX$PH4=m8G?4lu|cDX7=1J$?jS_Vyk766gexmy?3+_ypU)u|D}>y0Fh!pR
z%zFW9DO)8lY%UKmd=bZXYOe4=F;TEFkN71LS6l0N!~ByYyO1Le$$UxMVde6*iN=bZ
z%Q7d=Do{F|@uQ}LHU$#K79y(|L48^Wd*isYHmQ6H736sT#9@c^SPbipa7_CO4<{zd
zQQo7hppq{tkaItRk8en0rmhvtH&5DXtvOzS40um%ze>)vxjC*Nj7t#cs?JR`m@8rP
zGxBgOPNKAau4$=o5Uw#>%|`8{)o<6MY%qdOEsuL|zyW?oHu<7qL{WST$>Woaz1?k6
zU3KMY9t6T_YrLmpmBL86DDWm>RhkS1w)qZNwvB52s0dsUzdHH4`x`Zs3;%xcLk6?L
zgrC558^ia0gH?5v^lZ_@Ves}PIrG+Gc1MY;d_>eVnJ2V`IyGgdbFV&fF4-2`PNTj8
z7NX!J8MZ;V*fyL$fsSwH`4{uWn1ZLOV3I!jLg;6PsG~1L-qI11F<EJ$#47nuU-*7I
z=5Vy(3(U=?dCy?Ix=2ZlEMHw#G{cwVHjJL5WjK-<RU~i&tc!tcn63TaQFE@s2fx-u
z{(J-7bqZu8BbE#(W09?~E9Zj}Tex>n;`Pozxv-21U&QR_nZ~J!HVuZgI(@ng7ZM1(
z@1v~A!@@-7@<*D-2#Q*LuEBr7G$r$`d)<;sG^!0#WLJ!AsV)t!Y)wNKFt#Y^Q)&7_
zCBXNZV-|Qw_5e4h_WGLeBx5ze7&6R8j2OIB?b)QwK+ov(^Zqn$3z{ttlZHmF0Sm?0
z#MKg$2nROq7pzfe33oGQRT=YSvyacB@*0}*xL2$PS8Oc6nix8@U5?TMQ$RSFBaOg#
z26ppQ9wXgMK?dRVan+in_!UV*Z{F@W794?<amn!QQ0YcMzveQZYI@0DpbDsiUrrnz
zGMKrk5~RByXGsI32h_NpW=XvKJMQ5&#*ys6QvOg07dvq8QaO+({ZbHL)cML!Nu+kk
zU_aw|FPAGnzpUW_qqhD4kI0ZNXLa<np69ol96WvBJWpczj6l038{A7G>|Eu5Ur8E+
zxPdavMmoX5bA;pV9CWl-b9HbZ5Qj@ITRA@~ZOe}B<8%9I(DQ3Z?y+!@K@eXkbnsx4
zDP=#WBrjyauZ{b<=fI+czE<?we*ja7rG1`Bp!KeH-><Q*oTAb}rYyhq;`e4pqsf%z
zN2P->E|s<UJM1x};|fwt?O-9;uZ@qRq=bX>^(BcF#dAY|(K@sV>$p^@;4E>i#*ofZ
zoqmZVw@zplDl5_2!bKI}fsRJF3Bc(COTdiypR0fLepEzsL@pZQIhg_^LSv>V^%;)%
zOB%PQY=*Gr@wggtdxa)R=rmF+-u7}?!t+y<(y>ZYfe2b0g;Cent?@4iS^Rf;?(+7l
zhTbo>k-N4+7epC`d*9q~xYt4q&oVO~hxoRxzy&586^uInY{q=5k}v#Qa_=d@M`5D6
zc~^SP)J9-K(2hv~Vs`8pz|>HeZ+n!kXhnOyR9kCy68>t<A^Vo8MZ!O(H`8O1U=siY
zV!&Z|5h6$NmJKZh;Kj2HCDf~feypw%YJrkQnc-jc%vSe!`?YrL|FMg5+V-9iZ?ms!
z$wNEYdslxw8Fs+NDk!CS+fH=t;(P@v{ikhO#cl3SGXhfHzX;ENX7lFUdG8DEf+f1P
z;TyX3yfar20&~ypz}4JRj7l@Y^>0tNv=ap41gYuppzc)A*e(N?ddl8St)%GO5pIbM
zhM*WZ*UazIp{B`PF~VHHgOjbh_tP=4k4*wZ5B~#PD**I(R&aOL&)?6RZ2z&dEsSH^
zxuKZSc=alX>L>XW<&ipvsU_d|v@@lab&DL=Z8w4S`Er*dEwk>yXJ%)q&Xj)veBqQg
zE>u!aFJ=~VRKaFdtmYa-;5zK~+W)5FQu@!^>?Nq=ud>7V!cpj0D$~tSx6tI|ox!a{
z(-hC;gA<wrZbaebFsk2y>t7^#@}?oaU&7dJ44K#fR5(pR#zj2?L2v1mw)X6q#+ba7
z(=HlG8Q?J=m20)#z4T&%by@$tS<6(5WckR{b&Tj&Gb|-+U_9X!ozB2>njbUo#Rj)B
zMVNrOio^jyzi{gr#^Npg(d^k&+?e@J$(HceKsoq5g2jAjB;xP+Y07dS)260wcGpVS
zoGWyfQLaPJuI}qjX498jGM(h=c$n?AK^v=AXTHHP^E)lq9@bgoV8E04T5rmfpc0<h
zTR~}fShTp=;7esO%8(SEd%JFU8Z|-8Y?`|9d1t<%y_p=Ta3_q_u{4VKRI-Q_Gz&c7
zDh=NI{pAJEWPW_6@LBN6b%nN^a==6V)&uBU@b0ckC@@v~?2+!x9=2IlF|I?s+j_5U
zTGBLjXU4|`GII@%ug<+x+y**ZLY^op!e^*xW2IbKzDOGdSh2U=hwk4uicMO_ak4GN
zq=IQD_=U@9qT%0#a_gsLj#ZZ70({*V&G{_ev1rcV-&tiRncC6kIxE^KII8-ZAW~h7
zcfVY9IcSY-H1b@Verk@3(bfO`s(JeP>3gt+^07J2R1%oF{T@KGH=DZX7}?O0r?K-E
zdolb;L>a;Of>GG5%H}S|``%__ldb#DE`zHFJdklV*fs_<iJ~U|`4WnV!sx-Er1W@k
z=c?{r#lNvpOI<rP`ojMK{@-4_oa^3VG2Ql725+|gtaRahkJ69oDaSkHd@FK8i)eCp
z{nyaRM0t6p=j2|hBuOd2sQvSCB5i29F8>u}ZQRE9AA9t!^M%XAxQh3pR7MNMnn|0F
z?d7!F>ybbct;=n6YkOX!3*vg=bVzz}0aM1m&#qVhaZJr#3uGdN#P2gonq<-A-_|_#
zPOQmaxZhbGCUs1Q0z5Vi@!Z~n*#7`$Pi{{J6=_^#()zelP%PO{K=#-7Yt?t{C;%Z)
z??*F^UmsKS{lQgE_V!R_Qz6Mxu^^3AJKe>MrM%>Y7d1ELmM!MoUYeN{+g7z#s*#Sn
zRQXv#dtc$+EFl&~ja0kmSfu@VRe;jle{r(FpS<fs+BpLmtCCumc+Tk6@H@9F<Ut(C
zT~TibBM$6!!?CAh`9k#>jbA%EYhV<L*z;TZJ*RF*2Ioq5Tt8ty9YZM-zyzY8beiY~
zPTE4U^YfM&o2CzG?sJJYomk@v1}g<(o=u*cp&2PF?0s>-&5fU8{wzJQvqr*1+0fTk
z-eOZt8pVpG?z+A@64-Kk3pDv-=U?k(bYY!&Tx%+5Nh|WM3uN_$h4H?m{^F7NkAd!k
z?|b!__@XSoHMWd3WKPL%-ISo#U&Ls{;1G||S!l+u;r{^Ssuveu%arXoQ+}t_y~r0j
zYp^Oh`q=yA*(a}cPSsWbpKY()O(&L_C(Onzyo9N_8Pi*9hW?vp6n!gMXi6qA)CCk9
zzkF=ERWtTN$vbj6Ir(1RgF-C;KV#Pk*exo?_oke<@_dPS>MZ9o1DCTt1`Z2!gYx_~
zZvMvK_kl+E{_WZDme;mJ-{-vp+U5Nf++i0`><(CZg1AH;n+w}=fY<sQP5oVH%dy8k
zH>?3r^*%&jwHOv)V-Kv({nvtUbJ5ZrD)GuSICKR!lk(UY<?*~@ApNE+TgrTQ^L_m`
zaahj0-x=q?;T-s93bUT^Y1Yeq)fEp8&Yy7>s@iGZX?ZXK>OK|5*)T;;%BK<L)Y=4i
z@&qcuL+E6bA@Knq4fF5e%WoWhYAS)iU1{ERH@4Vj#K_>#VP}LdKs$9|=~GQ3FjCN`
zqBYv8I8osX?indSgB&bZUD8$8CawU5<zuI5AbLwnr2^Uk<}0w8XuDYFgX9XQ{w$UO
zOIJr~q<u)EbT4yZNT2k0ih47(O1KA-g12Y-%fe5l(s=>GSxeBL`c;~H=H)C<8H>vh
zpqWE113EWPP`(Gq%7B#Xf&PM;UhG$HO>+pYY|u8dyUo7&YRfsG){;t6YH2gQdEWW7
zp@JBD$WUF{*WR>q!46K)uY2fYoS|+t)mloeY=eDk&dq=1<aYs1oL`%JuRu$7yrtw#
zvDwpEzt#Su1mFBzW9K_}o7QiSBFS>`kkCKpf4rHnA0|Fotv6qI=AWnNY&;_;($bol
z(13#5;sW!O-$Y&|cRos^iHDGrig8nwEDv^X54&|7h9_nCLs-$U-Qc_sW+k&S670m<
z_@+P%;gv&OScij^;B;QXY<X>M9e#jDFPf;Fr0$HhuQ#^0@Kakl*K*gUp!C}&x(%xL
zHCBrK2hhvjdMO#8ImW5;*!25*#_q9sd-?iFfd;6mcgLbaC$~+TVtjD$-Aa^6_2NU9
zso+Xy6D7N6(|OQvtQ8HdQ{2*`R>y93wdTv|Ij@m7=}N0J%8D$O=z}kivz<st`p{B;
zlzY3iQylmHil~CYe}KiaLEWDQeI=Ht?4M`rSgD(yYHWuq0~}f30NjN>=C*z}{M=m-
zb@h~5R`j{5)nOyK+xBkN`E@!5Qd!B&p%Y9&labJ3|Eg$TM(~>9z#&MiBrMj%#XNJ(
z75nWPo#NE~u*Y&X-C`y5jIA%U_a8N>JfR<^K_{b@K^t+`M2f~Z710<0I>;8ujv`hO
z1-Q{DixpB#h0&=C4>uML-JO@7*H1c=h<OXbuCAPoaIFjL50y<WKOSJWMb*)SYVv9C
z_AqR8w@g}cE<(!q1$hAdiuH7yB;TWd&oC{?TWMAQYA~0w*d62Cyfkuf$JYiW*jS;*
zzvK!7hp_2+_dKn6pZi=YHGDg_Kks+sNW8Mp>)8V?j6NnBY!uF^GV*?l+!EHM!&eg~
zVfo#S!5G+k8G7wt?xZHQLX+mrYqj2Zx$I5r8*3mCh8FrAP{}Vrw((0Qo=fjWig;Ic
zqv=M-zy2pRw)E`l3`cOKi~@}f&0dSK4Dj?LJ?zkL%{=7Ylqx}dgRWSt>=%xd{Eert
zr?%|F63N^e>&n5*2|9C6t>KgMX!u0V#7lNmXE<WEG`&)VscelcWsnFgR8Pq+jag1g
zUh=7*!1tf_#y#<Y(My=#+adW_Wp5guJ-o`*UXj>XR8v%)WhG?h1+yE^w%Uc=U!O)Z
zU~1yiZZrHPGmsJ4vC<<PCWTBU*~?773D6$P==SXxoc8<})xsouflE2<#!J7>+jgdy
zEJH}EvtV!|gUl49?=%fH%#eb$Ji3_AQ0B*mwqX}(hP|d-6wR$GC(Rijv0+1)@Dwg7
zG6!a=D&ue5+;~<|7(w6qkloP_a;*2qdp@2=#m!glM7l5Qfm+0YcAaObrK5R!vy4?6
z0|Lt<w}T6qV?b9_VJdjCC@54=-xpc3vQQzmjLfpM{Y+^pzc(C(NuGB$`v~vEG+&IH
zScM>w`g%4PTa2yV@hzKu43(;6(QS>UEk$nKM&<7`wv*e}>+GoXeVl?UQkTv)I>+-B
zaTenGH((GiccU*d>~Oms2;#c(8$x4QRv}k7F;9j`K9M?sl%S`5RvK#r_~wdv7=$M1
zN@f!oCa47>x#17MeLq2}S>Li|v{+o<SV$*uKOU0y@8ddTia1f%k6A_49#f&3e6!r)
zLrNs(N;oTPXxtyUfIKZUE4x~)9Ut{o3tbRLSu0roufzwHYCWWI8!2l}M9}0?jqb#&
zt8s)eN-^F14BgL;?cql7ne5X~3%5P!SdiQsLlq;N{n{GYkUd~u#!z<Vp|l872uD5O
zn`e;R^}y(ES6=l#zH6f)0|8O}xUBJ_0U+4r?AN*ZiP)eR$8K-wV*}AdQ?1yoqZpQm
zvR)Nw)#iZLz?Up4>ig{_Lp`c<COqz0U;-Gy^1yr-G~X|``%Y{nz9{{hA@qTvx=2ok
zlqq{TWU&W-;@KDK@vL<4JfiG8DWV5D+RybCNf&Ig=z;E7H6uO~#*Q_H$F5-+H4Eu`
zQilAx>+yBSc)*#_Ky>T1>{DJnd4Qhri|9wXUDw^s<$l%B7a|8+5`PAnT)R?D_O%xJ
zT-!28ewSYEvT9|gXsO0$4xG`QafQo|g*}@X-%2DsHp<cO`w8`Bh;1}@+&uO_Hoxs%
z?8CNjIpM&vFSp}SWyQftU-Uj82^9%Vzj0aS^337xuQF>@sX)Q&6CeqniRUe!6~FW~
zSnB%UkZ|b14PX+d94|hMy#K!Qh4uUAZ>)HhpNnEi(vm1lO9Dj3+kwcJ%g_QdiOB`C
z$(R(<Kd&x87Og@1$!qRpE^1ZrlsOsJUG#d|W_}{EvJZl_xzbtOQVXLJ=YvOe$Hk+c
zeZtQ0YF`SmxW^uNxcF}Ud(XsG2mDD~N%Ml2h{ji6cCn{;pdjl}XWa#SvyaVSpd@p`
zl<I^t77;*Bl&W$JzFqJc-@lKo4rA_}zbMMy8b4@kgk^mc<1}7S8URaxtV|l+xPbpj
zAm?xXX)GbZe!nKWzjY^{rq5CM=Kbg$jAWKq9peRaxvlWe)sQ}zH@j~I2=ZqyzjVOX
z_mveoS;W1m^VRNXWpXj(-c|E2MrM9GEnH;jPY!4{1T#2RGHOhEqHvGrkH&zcp7Frd
z@P`HAjimY?r%X-`W*RSGG>3ev@mt<irLf;q6M8KTM#v;O{Gfo_ZhVz%wNg1>(@Wu4
z@u(H$m{xj}i+P=BdF)62Eb#NFYoSw!5c9<tENGSp;O)O+AKtleq59P-=Eo)Uh4f_1
zqE7BC%*5u}Ckp~0ijY6SD_70U^J%H^hz%w0pGW;j(jrXST51lNtx2MaE^s!qB~Kjs
z7#Y_>l*!2Kz6~AjF5^w$uQS?J$@^KH#xZ!F@raf!Iwu?JZ8Ge4V%B0xvTB){Zh2T`
zMqD{|tR}nDYS0yqj@ZB!;<8x^j{7uK$?SG@2UIUjz}n$yWYTQdYj=KuFVr@m;+5P+
zk`CR~+59Hu4w}e^sdDS6^{KP7s+;!1f2c=ry|(tLG+Q;MZsR*UJz%uCpwr_q;~wpa
zaXgo7S&2Ho?P;W6xNW{d(qaMkM~A(g8i*Myr{Ltw#KQQF`MI|vGQ4yqzk=D36(N2@
z_1Eu1vi(vdEm`Q?c$8}J50!qpwUs!u$@tI#U|MgXMF7NzS&8dgMqvis6zTbs6gB2=
z=<U;Fg~$sn&Wu>VMAeSJ<C{tv8yo)Y0S!Y)7+!Gj+5k?>iPPg1H8i1fb)nOpTc7YZ
zqEaefpakIJUo9Q4eyyPRS!C^4%{M?+J{9nMf=}e>9UU%?bv{q{xg=c!?qT%O<s|(Y
z0&{UTvGqXXr6T(_BHo@cgtSxbuV5Mq>Xfdr6tX$IxsQ4Hr}HVccQRAz+2j#@SffW>
zjMIGO1&;Yl=1vnrib{k<PG7cPAJ!jKp>RhJ2I#oqzkJ^iS+}-8oTu}PnO|zYsb(4Z
zL5^;mdt*7v10K}_a2#BI0P^}KeIEJu*FYPK(L8Tlpsd{QJy7Y-4`Z*(%RgIk>*+=O
z2e4yLcNP9w+N1jr(C_A{wHHd~Ixuaz^0(@G8d!#Af@wpbv((Xu`29FrLJ(tIz%`N4
zfS~mBfwnFW5WCO2WG9~i39TQOL^D04brG>3x`>(zYSmm7d|0S8J0uygtImKE^Dtqy
zUqY&Q?&^l@@<gq-ab%x=(wa>#XF`m`==$}N7?a|FgqbqaOPM8lrimt8>$8STCj9%_
zXIrY00<lbgYmQ2a<Rr41_X=0wPB<eavUk9UjJ%?CtSq1i2+m=6-~r;FbFZqcrPpE{
zy^E>#7HVv2%uUchp<ki-NIL6gh7RUD+}s9H8mk``_c%6;2^+XZ{VCayLG2QT0M`Y8
z=D>CvCj<pyW4>_@fsjC(0|-osd<XylNd)KU*;4Cf=QGlPc2)@_!44-;H=Wu$P@9SN
z77ZdwAnR~Opb#d5<$r&ran%T6M~4^X$uyHm4N830G?o>erYeMEtVxlKqokl{z*fnI
z@d{&hzgCutg#M(lkMA)I>+-AtfkgjnwXVoWs(e!;8t~%Rg|{Rkdt3#w>*b?L63*7_
zS>WN_6Z^280kh{I0m=n435$kf3WN=Z=f(r<wvR4XZXUdPJ`l9A;UTTAdqQuFGEa?X
zkC*Nk)Gd;zLaLbv>(K{XgUF+Pt>2@nt7GCplj8mlHc2+hd36q&rwfn&yz|Yr+3udm
zn=D`-bOgvcnx*3W^7s<t_$MvmO*)g}W^61GWT@Uc*1NTmjRx_-lC>Wi*RfqU^NA!_
zTo__!vK}hui#U<)o-7HAPyY=a*_W1<`^I8ef=tiJ6x<Qbto-n2&jt7bIL15BooLAh
zk5ACcO+Xsrl$l@W2^=L6X*{n0gf>1x704k53MA)}T_8sPGYRc@hrWO@enL^d4hLW|
zOGu2zHFag40bq_@rggOl55whX5w<z5Yx-@ve6C^h1A$<{o2nVcivxrM4mbR!*4L~0
z{nNwL`9WNbRXApDqIv-tW9cBkM;RehfCmVnak#la^Zv)C6P7P!U9#KNdy-4N@>FPZ
znBY9ksyMXkwt^88iJ%I##Et>*NUR^=Gn^`bbSLXlWf|_G_1&N~GOP|(?Rm@+RL%h5
ztsc{NdH~S7)mXA>oZNlz=(!ql4%t@}&m=A!$d<COhm_PLM7X_G3EE1H9mX5XEmdDv
zCT7_d+vQIzn3TP^MN61YTDWaM)}S##lTz21k_04oY-%C;<`AXU@Ak5A$q=gNBpVZI
zVm=|~?@!>G#^E0KyVoy7gSa2HkE;P|kM~z!^j6Xa!J`N15&QZ-M@~*w&5a1AuA6f0
z-!)~qu9eB=6RXE7t%j%9I?cd(bMqz4N<LVDRd69xFB~C*Ws@)w7%Rwq=VdddnFoUx
zA?tuJ39|s@lJ>drn80QtKOl!OwRTcm|4#>=%XnZld(_)n4MD{1vCO8XWcHYb9=@Y%
z5krGH8Es2auBz*Nn?Z%8FDK|DlLr@WGIhS2qnsh|W<=&XHcOoc*OV!(y`rb}=gru>
z`ObGv?e8mEdmOj}(Udym34iOn;VwV#rd%9SH(tywMfznd<B@LE%jnkah{aF;U>4<u
z$7LWE3ww&Um^-Qm(QzN?70<U>;c+};b+qC8Yzn8L?QJ(mex`NXLA6vtrSfyGR~3`i
zAe*M}9cvjHp0DIna{+>ebToyrm`bR=_;44vTmgDbI^@7jTIg#hbNq@qp^5aNg<51-
zQTZ(}7@S9d3^Qe81Mth30+4bp<~Q&3XLgV@b{A<%x~Q)-<CB6si<XMu<NR%&WN#`B
zZJgq6-nu?SoUvl6zSxoh7Y!#4`L@hrC4Duzb4fRDMSNq)ohz<upC)gW?(CqatKR`p
zR&-<~1J15Iiu}GCz0<<oSydzXKPYj_zM{i$ev1p6^{k6qz_`YGPt^SxC*1yaZ;7@m
z<b^?;cyPb*UC2PbdVX?nB3T*I8NPVSemYX8#>uvEdd^TrSt_S;u5E!UcvwNG*d3xm
zlJA&Eb6B(wsfS}{9fiU*m=iwP+uv$QIDJV=JY_QY9$aZq5xIq~$}J<H398uLHBBk$
zE<gVH03g8R`&o9!50{(kt&jTl{`U|g7T=X$sWbRKQ+PlV6y}m{ygH_jD|6}z{mP)H
zpq;aOQuJ1L0|DMm&ryA)kfonaG+ho<ryI8Q#&}8!v*}zC{^dRkj)%~ICLmyAC1WEy
zXX{(E3vzXY$&>-|&RGpI8H3FT+sa}OK2v?6{AcHbbC~N@VeLMnx6)Bt*MF9dUDSLS
z;{Ay5&Q9UTM&pM!@2$g!qL{9j1oBwEW135SW%VbjqgsLt|3q1~w`@dTPHZ{#%-6-=
z;Fl&b=*-2<uLHW`t7aL*d-z>aO04UbYr*H*6wJXkVMF{NW_|gCD7M1Q`~3I0aaMA@
zyzlYQHcA{je@g}&29v_9Pgn0wxqpc<&V$w6vPm?v4}CqcQW;pCK}*zn9S$qBtBrD4
zwn0x=Q%zCm-M1f}l371P+<mOnYS`lZ&O8G>a3xy?D`C2<VuOyZ(IOe?wTx{i5?lAx
z7$oojp0T8>Gc}o=8HRx~B9rfg2X}r@)famkIja|Tx~E?|qlQc27|{o1D>N9rr^BWA
zX`px*8*ST*Owx0u+x0+cEskE(hkg@FyQAdk;fcBgyH7&YJo#|Tg4&Nd;#NR}d>uY6
z5e(bt#7y`mvF$Sb%8A|G)X&>xjEnZ$1o!j_XZ-tbHPeAkK#!+|L*TD~$$aCx_NBr7
zUHb20c2-va5(?jr%Ube#{{xIHGppGc2er<0@=tsqwt9IlhrJY(w>-|M5-M<zP@bSx
z)`3LvaXdT9YHwoR6gWD1Lkx2jg!roR0N@xmH%mU?H~oQlVc{HgUNK(}#9G8v%gJMf
zvdW+AY2i<l8>$-f@KWIdMEGrn9EgcL9!Q0%iEGg$_k@3+9hL-C(6@321E15^bzHT6
zgG39a^i$PE2reW354b+3NAqT~mHjFkc<dLSzNLR&aiQ?v8A|`+<B4e)XHs=*ToT0$
ztM8)OcB#g(I`YPU00;5oxAImvMPncSoPdhxh8m4?(UOpDv)0q6WPS8qn=AoJ>*Dk0
zB>lUutQ>A}o2U%>Lhg1%*4*Rf)aVaAFZ$IoU>U745b7=YSL+M8NKPzE?wG|ezHAeU
z5HUcWjq3K5cL7Ydv-m(F!mlQ3XdRfRe7qI~=tcDWi|4gAZz}IAjW?xv78@xY>C_n6
zC^-6{;p}NXg*uV>vyWy1NY!=LN;?1EK;E-DR!d`e<6R^)Cwi)uU*?q{2pLWQiP;&y
z+WOFu9Lg=J*TL1*fgO#};t@YQ37kpRkNCySGyTrYyZ$*ckk`_jkf+?(@Yd2ip_Zal
ztK>piYLTvBam3v)t|2|_JJR*2WWQrv5T2X8ebI>ACTo?*Od-`yVT2ZCm|H0M`LlV<
zc*BexztL6nfnc!R#Tdm4H>Oiyd#~~+8sDy4ec0ovL0*0}<^aGOHRYF}eaCDtO@zDE
zwfE`1LyM+$I<AivL#`G;VFX<D6<EMyfED4@6}^`;$6JK)tLr_g6+weB++|%1^$PxZ
zQ+}fEI-+FMf&&a@RqSn2aB=4E(Xdqk03&cQ@&*{d@bYQ!rY!eY&;13<uj-6#JnN4~
zWt^LC4)|tg#9Z>tQP<Ma%HD9*R!{E}_W-Pxgv}5_j`#L}>o)Y!Bw6qLZb>p^xpun*
zW76*`J;?OUV#yR2uPt0A-jk9px$aAdtZCBXT?6qT$Nu-+cHV%w)i?$K`V}Lr+C96?
zNRc^i^Rn;uJ2ik`>lNDr;-}xMwYYG<+r?vI0%+Qk)&sMGBDyJJ^jh_o!u-Mq5*q=0
zIKD^fIkBKt=r>iSsBBi~RtMAWH}hECp+RW5YA=8DZxv8rh?Ydx(TK^-@0UDcOHLlE
z=mk%TH)(9WOVZkMMv06D_rC!Wc-B+4RR7#PTNfD#>(}ppB-gqb!jv8&d5{VnxKA{S
z3)!O&`5fkKpa;O&-SQ}gXiG0$ez8%$$Egf*!s3jC(16v!u+S~xo<pALXTSxp=;7d2
z$nuzl=s|7YuY)s*GmeakjMrnFGDtLrE>5zbjpFh+$VO;ZSZ0OMf@M)b>!;HYNnG;=
zE7NYt0E?^G!!_5S^wIeZkzGBD@SxQdt(hM6?6dlrZX>{?MIuMm{0ajY(qA7HRXZK!
za#-Ei^u}B0_-$*W<m*M}8@5W*<ezn&RQEn=B~|wrp9npGwW0GUKJGPfy>Aked1A=l
zDqss90&z&V(NRCp$U>{SbaaEUbfDaKbT$SQt7lUB?B#ivNs5SpT8M56>w32^aCPib
zRzTz^q*2?`+)d3{ov^xC&7_63AymgXaaB$|uY`~_X<}wRdo_I3&dSx&+o&SxsDIkn
zZdA=79M0j-rsEP$v6fVZ_}D4IoK$u!jH#ZcFI{Kee^|o1V$OK{@TBLkbYC-qdF{_>
zVe=<_w6)~xA)v-{Mq*uB0ZRBj7+D~Wv|<5*8G#?lmGtL+d6sF%d=*W13lNVt8cW)%
z5<Ogfr#<G-ro;w!gyGvRq{w)gKEGgkeX8BrkIh;)3u#d;O)J6WJ7{oGy1FJc9<8C9
z6O}15v$qskodoJC`x?e>Maof>g6k@gc@Q$kLB#zGep1d%u*21i-<Qs~D?_W_Bi20l
zZSIghdJ`?D^Cu2v*`2&D)!w->w`1ka#BN&0Z{%zE)#H<o>CpVVk4xOV8)YRscBi3_
zRiDkIhrr=x67D4|Y1D_GS<>3Ni<cDF+KH7k1dEIZNUQ*W#Y6SGbCz)ZA5#>I7gWC(
zClbv@NX&=C%tV!8>c0Df3)4%@y)0Q!eBUZ3dFj~p&?>m)p8cnrBkYduqWnm|YIs0`
z>dkS^NI<X9isPb|O~QJ5WWkcVvw7z_T@;UNEwS;Iw*n$%^ySFL!QXDK#K&IgBpe-G
z{ueT(GyhNvX=km}P7`XKw%GBl^e$9bf<qcr%Zf(37<Ez(`hyNAJ%Q9PFUAoqAHweq
z1-Aa^TYuJ%wXzpR|1jlrEO|a`;&0dW`zf~hz}fJA|1EVzoR1&29$k0C7=f~z{(!v!
z$C^FF%lK2~Jn!ycfdvjooMH^6YL1U*t4^S*4fFMg8qbsa&$bN0N=2aR^ldtXSI_Wq
z*t)o309bo+O-h>@`kk;IGb7BiA|3#VkpKi$(6q;ZB(~VnD(<EpzME<|9z<3fM-i0x
zI9k2=_W&Y3K1Nd&cKL%*+eLPjS37r$d7cA|j58ZtBI$%ZSwIY#kEze5pe_eBN!`0B
zZiWbZC`BwJn!xaa{duioM0jcK<w`Irm%z3nJ)_r&S2n&CIk)xVCVr;fbPZr2%p)nh
zA|6cP|08Q+-m^z4lK6YRK0*lPp50(f1t7CjJLqhMWt?`gcX7e(kBZ9F_M{~oy`IjN
z>8eHC&R)5RvV(gw?0vh=Q+ko0d;-HW>7mpg0jxhk{LTFP>8X4S1`@M7v70(8>XT)~
zR-gjwNy%@X!h8K!IapouR4P?VU+PAzv1(@*f=AWgsmTeS=&vBuW7j-gG=<mL4mT`g
zMdaER{?>p4`olfN1`nmRdUVH5{~0I;9!R=oEQud;6#-8YZ^pj6b#+bq&!<U=mFroE
z)WelC^G%k|DRKHgShUn-xhz<q{Vu$`=?~*U9cv=IadO%!$P^XJ7&;*{j%`mf-Jj(;
zg12m)?rkpdJmC4h0m+Cme%J9KNr#mtA~F7bLkjX?(Hbd>7-&EF79x_}RVNoC!q|6`
zy`(1BI?FF^6u-X^3TpdaB%*F08>oUj2gO*-$AUee<{PoiZwZGn1K{<6c1H2!*WiBK
z<WH7BEs5a%LIBSUD$_#~!0jd1)KhXY;t|wz%vJus?Z4dL38n5oZex;8a&6mk-{c00
zR7)Oc9ZUXy7cbr^|NbPp!YODHGTIsPDeKScpzZ$vtCt5dL%S{|a~!YUjeec;yJg(>
zx@tq|KYxS2ZS5L7a2;G*oZ3$}VhK{w&EnOs>B8L$RejVc{$TxHYxIfx+rqMWb0bD6
zoFBAsE`(QDHEY+eaQ=Gj+EUvu+vw>_e<6+d(*FR;=Kld&+@d$9Yu|!@F8juqU-}uV
zT2!>s&$K)5%RSyhblo*rFynjl77AP*6k|>0(I3(uxL6#iA6jd+C!07uUk!JT9B#R0
zlJr!;7cV%iHEdfTMxz@Plw@@f>szssz~UC$YRf<Ox+GqCHjSjm>Tf+R)ZT-}$*S*)
z7=(<uE<-eZ+|?<!K3F?W#LeQc|GcygqX5WcCK-JJ411tZbAooDhd35#568@>At{p@
z<X2N~c0y!}5FuN%;x>(9az&PPwbu>fx2^d`D2e*hUKuRVowWqd!yOehGVyYI6mc;B
zm~AOYZazTs<6P3a$WH0TMbD1uwuzPkN^PBlJ7=p^fwSZG!wGEu@VErt+t?2eZ6^&D
zrBDSmDs%jvwL0GJxo37nMTFNDKn3d>yQZm$V99*yd@UOvT8H!`^47!`r#Wl;fQEW3
zJ98_|dpWYXo+O1XaDthRGng6zpiEgLQ%>E1ca~*cSHGZMKLxsI)|bwG^k;Xhbub8a
zqB$P%{Wc&gm0sObYv~%gPqGyaBzL~cgw@?BCON?xAAR7#3GFPNu90jt*X~sNY1ZGe
z@ogWT=uFVJzO!rjoIn%$KviNviCN>1+DX?E2M>P^_Jx5(cz~BG=(aujY&2HFHoKcX
z=F25A02qiey`DUr*LHWacR8$u`ZePM4$k1n?fg9TMMwLvO0NDrnwmtQ0b!fWa^FJc
zeV(AhUU>EUXlJu5)sRUPzM4Yux}5duI3p?2R6Kw>$!qbW=tAVwHH%?P{&=M91P?lQ
zCoqD6y;Yk|2CI%v(lca{1|MvAs>k!INtuYGf3r~U+vf)MBpU(FyLDpZL7Y0ju++!L
z&s#ofo6w2BuMJ4eGp%FQ`Nj3h4vMtWKoHsN#_ha|Iv6<W$ycN<%E*q--$B>LQAn)*
zA6vW-zm3M*&ZDXlvZC3jwqa*3<dsmovOM>%WlX<P$^zrOu7?F^hj-IuQ(@a*@JQyJ
zvAyk0XQXkrqScOM)uZiuq-H!R6{0|6Rwx{j)!1a*lf28o_>;O4D4Ja2>a?PJ^y>j-
zBx~<mX$_wRs{zv^VLj<f-9(GeplIQ2^}=0k)1%&vlfS7pbNfabz1dkGl}2>14$|TH
z$uxJFPXN$ur`w=Hxlt_p2-U&AHBss*S)pZt*Qq$|*`*nSCu!(v2i@@CJwAq15I_hJ
z_9ysE-SUyf!HgxBP8R$7jns_uS6uU4>yZgrs(Sn@vFWB^j1Rb??X}BWtu6}<zc}ZZ
z5^96PK8(qJo&Sj^N2Ga2J1e(g_I}ehsf_wJq~o3$)8@P%DSXUqIQ33?*Psm->tOiI
ztw?q7+ru<uPkg9j-e`q8I;6x{a&UvklDa*-7{vPkx<AC<X>o#%BkF}pkWyS{58H|0
zjX_DxlhrlNk*$TFqbr*a<l0<&t?0in;wVBhF%j}WC=U-Ol6a5m18`E{n$U!@-ztx!
z+(M*exlcAtae`V0zg%mgqsy!rfS~qok!NQi>7g-!p@wG?r1Y)kobG69i0%PX`rm(+
z47JZe3n#pEg4>(ZG!gfiTs|^|v(jH4aveQ25%Yq~fJzT0@jQBqLCb>IfS~)cJRa8=
zJUeF7zsJTF64ckYOuY!Q76Lbai<@%{nbw_gLi&!$-uD_9w^f>L$XjCe>@+qU+a**V
zp5a2!7anp_Nq7akSHLPQ)DCUzli3;9ES?8GMWrNW3ed}ed&!8zh>*e`+&P76a=WT2
z#Kh-{mF)N6>{Jr8o(z+wc*iCHFImSxhxoWbbs;EGgc3_`xX#;4bC2%Ykh$nhndYaF
zyyp(q&_W^F4A2MN$(IXOLfN7CrzR4H08oZ-Gz2{2&&^&EwHWcb!}DIj<9!5FP-!#!
z{0<H*-!Y{teVW_Ovl^%4tdvV+Uvo_vA{#n9s9YlfhKIaMAmdd;a@!=@+0;CktlU&p
zW!?k$bZo)Gz09lHos-hHB{s(N_n*_78=)gEZ_{}Y>2(Snc(-Sh-o@Fuy>Yquk#>U9
z^jMaoRZR&JVg78=fk6Oiu3ZMZ-O^sQ{zO^HSWy9;?*ezLCD!utvw;10FYiM4c~fPj
z)G%D2AYS1(&zQoD^S3<a<p7R-mY~ADP|UAChl`W1`=6D!@1Cfc`Zc+pov5^)q+53M
zF#Xp3JHW%u!{?#7%-Ecslks}Zd<*O%=f7eI&Ul#~Hni{`;7AXarT4NTkUML=|2iON
z!*JQ}J7P$SpjrAXb$3c{nUwp2(po^Bw;*3>%7e$sB=>%X9xK3~TB#xVLP_&)K8f{-
z6PV81G7e|IcXr=jhdz3n-O94&soq<-Ui<j0`(6|vxGs){NsOC!_qk*DoH2vKSAnuh
zP`WImdoGg)AiBi=xq9RF0N=K+9XeNK`9mvN^{#?Ka#b>Vr@}GHqSO$hH$iysLovux
zBX;j7{AxWm2WCn0<}~rkBIe(!Ab5KV`FH82$nI?Vd+aZ8@RhMod)?XKBd%nv{-XlQ
zUdeXiO`H7{tyx^~CL#I4-JB2g9(j3Pl@s58n<_XeX$jOYri3Z=bUL(tzG0TTmu7c2
zytMPht($o>v#eLtKAH$g;7FZwB`Be)T&=m(Z5-2t1x~x%1tH9@W$F9&uW^Eq6$PGl
zJ5C@ET1Lty7@3O*r|d=W&|fgtodpR{5@UYlhor7fs*NPQKI*31qruVyx0AjO-CZ%_
z<9PLU2Gi)(C9N{WI-R?yCl&>h6K$8Ot82r7zHy7jAGHn@C5suH-212br&H;{8OkeW
zTeyRN#ti1=L|VAiD$a)~w^pWaTFHZrnH9kVWL9yv&iedeNhj3Jz`<6Pz~p*-a<VXL
z!m6GTyHd2Qm9l^OkZHxm5+{=WvO(Ia^JblQJw@pP{>!A$!y6xP#u*S)a0BWBjBOhT
zXq5<P(7zl@h5L`)cPAV>f1Bo;eD+1j3+~P7;G_h}&;L>4n4xro-MFqAtK3>ex*S|a
zHZZu(b;;m<8Le-V>5{Hd&u;wwY{n0S_C<Cv=i$w!Vo^C7Ln-GmS>m$Hdm}TS+Iz;F
z6u2uDr+-)ONqoVhTIV|zFVR*?(;{rP0pV{b1!DT}#!@^AF6x*jVaOtof<zEl*B0%=
zI%X)7cFtBbZy||VFRkkBg#ZBGYPDCJ1v?sW>WE;G0upPIx&DC6V=~Jk`Wxk6sZ8jb
zk=Nql%y#pItvhBQn`m~c-K!!nKd$U?ahnZDpipitZ(sCP^4Edi|8{mBH5MH!k44=b
zt4;1CzBKcxvw2_h8F)pF?w!n&ziLC}+ZP_xmI}}<5+ksHOKU)Kyj=mLy$2D7>HTcq
zp{&BtpXIAzTN?_dM%$Ui!K*cM+BAS(pj^w<_rCcsgS(&2n?5<~*A)rG`m2@Sx^j^y
zXtQ(q(hmDwU>MEfkNw@+@XGfFXPH!;f2eI`bk+JFMn$|^18VTEjD>5T&H3nn{<CAr
z$rHJkF}&bd^^AUlaTCUcERk>EfNG7^vCJ-z@WE&(Zq<hSA$5gcct}OM&F_RUfxgSi
zS)K#(gC3Z>{Z^y<BDCW5`&n2Ic>*-|B3GT5O}*%y;pznSEv<t#-cpU3FI(StK7ObL
zMX52yo@5sC%!odyVh0OyNBbg}j6`Guq?;qYBh}^p(A_9%&@kPM_V^}=Kb}qJpzf5|
zW=YnOIQ^F=szoW1^Aa!n4t_@&M2mvPk}qcgdV&WawIsIx0G({ox*q1~h1t3yS1wf&
zjLxF|a`gsEX~pmpuVwlE9C^FHy9JKz@nHESi&$>&Ia?n~En2lG4?O`SCv$>oBn8EP
zNdq#^_L*YWk4E^LRv#{mg&KrhZ`U2em5e}-{jPg~V<LZC&o_$QXS@Db+{Dv>9;@XE
zgt{C^(%pGi_t*P0I8HDz0XwCt)r>}4OFGyLytu8a;8d>rTcoWGy)Y9pRuDNIX_!Oh
z>%N7hv0X=_jR0|mIeN~YDE=r8spnP;#nrH*xemwLx>VL<gi);x>^ZALiFL3P8F(!7
z>L6(1;WJ5D=r>nB6M|*eufB9-*;XQ$TN*3OByx~ll+N4rFqy0BdXt{+U#%_capM<V
zp`Ma|=`xd#-Io8O&U`1cR(9|3oXJVshYgJ`4D8gF#{8Ebo-q3hlA$WF&t`sPPK}A&
z8i8|8U8_^8so_<B*Kq}hov)uTQTOHf66z9Hn&vb4_^Nv3;qbgED*CAyy|@9z3qvB%
z^z=5Xq7~{wrm)$4Q}@f&C}fG{MUC<Crn1iYVjv9rpm^!?^GKw9UZq8zI^sjhP0Qoa
zToL3=K7n<@%s{dw5O`Q-*yF}{_YPN>#KKoSP-d5wOE87{)AqK^`-z2b!w$|I<huGC
z&G(%;0^QaZIv?k-dCAD_;5YcHk_Z=`pe|4*L*}lSZ7K<FbN#c^ydJz$i}fY(k;$9-
zw=ulO;jxM|e^x7V-uILlEOG6xJ^3`!rMZ&~Dn-DlBx0^iE7Bnxz2=1NV}!^G_I<*4
zXy#VFPV_-Od@*TkYx!#4=<_k({H+Fg-^(aWeh(5viYd!}_u9aCOz&jUnNdnyXX9!=
zZoMLCTnlRppGylV_t-n#t;dpeM1Gr=*M_;v%Nu(!R~rV)zstms*}hs|w?o)oMSo@7
z5s;@iN+_TNotneHpitbD?MVU6L}q3}p3Y%FMGn=5TK7+_{|9W6LY?*9k7`6m?^TQU
zzDzQl5a!|hlG>w*cV6y5E>iP^vEL~cfYZMC#5GIrII6Ug9<i@vtDrQtLE3Dm9fLI`
zDIQ|<-TS<sCJB5@YCwgga%&&fwChjl9IWYS@B+WY4)BhaX@9xx-nB-SF_A&hSP^D^
z_=JRGmZvC3Pz|$@S`alv_KxnF^eA#UbSO?L(A;!x@AqWZ>AlNO|81vy4X{-vew{SW
zt-yl{AIz@TU!dU((G@c7UNY|)TKX;@?RWl=zjB*ST#`(E9`*r6)0yUpDK9tH_*h>{
ztm<s8ByqJl`AKtz|A|~wUEaThzZn~|lb*7EX*0{{7Z;AeyLH>pWD{6a^c}~vyAZn|
zZt~rns9xAt1kySS>7UJ>fAUXp)Q<!enqLcd3z{U84C71NT(BvlV1dEjwFpPb{V9z^
zo;LJkJsgvJ`H5qL&bvDA$^sEQ`?jMc<W_sU@CA4;hQouEX;AL7O`jpa;5<O2C*?<f
ziEam{u{2<XalM`4@#X`t3o9rl#K2`x?U5|#4XZk16K|isss35NiJO~vtXkyxYXRhP
zD-+koe}L~V!6N4-16%?FBaD*Q?efbGI1ct|-;V95NYk5~15`^#Qv0-124~lWV>d>!
z2|=eW2TY@%GB?@&kD_z&XTtyf_+}Vl?tR=1lSX_oGIw*G#W16CDTUmc%>8cemt5zr
zxn^ui%Evt)t;nT>P=s<Vx7<QR>bKwD@P0qukMlm~b)L_7_1hfmUeR0Sqa67PJxdT)
zQ&V&H<DtavJ&EJx=kqxgCNGvW02@#d0N*z#6e_lwsv;}0&7EwDR@Vhs9cd4TvRj0g
z0!$Z5(@4-^>CW#~Bw0CjKpy~_pVPur7nq!ITe+uoRsCT|tKPv5_*_67=^2dt`5yE;
zPAm|>e;UkPV93wdoiLJwC$^mS{dvY;zJLbJ=vXC@*gevwf!l7!TY24sd#pQ5axQn6
zc3!vX&eQdUiZ9GW8<OSn&WzmLo<Z!pm@g5w+WVWN3F)gy27A}$A}xqEBoOF!J3ws-
zzzz;SJzmUjk5gN89z5ljT7~8H1s{BH@MrgdS2jc#(X_A=IbHU1NlbrYW;~StS*iA0
zr}sJIR2$zb<?Ii9;7*B}*<6qEKLgc^2*DYFHO2)6($}qoXczfznWU!ZcEhtkDJ9=@
zR!n3@ZCA6qm3T`TeGDnxJOe%c^0Tz1)w}<?KG}|Rd>i9>YhxW(=5yn|Ex9$aspM7?
zRe%a#wG{x`$pW?d<_^jm%-Y`CMK;*DINtoiK}7*r;g4LUF|Md&B(s1@lZWHbTwE=4
zt@_)WlNn`SYbdpvKZ0)w;ZapJCO7|wDSF`S&6+~~adoVa#-fw9q<@B3uAi-!a*zxV
z^BL&-&%#zJ0SQ=byh(XB``t5mCgsokSlx}tcb)-r1-~pM?=ojL^oMniJXkn_b5X#0
zGN=7jq0P6RjXxdg53-V3%Gr1(Z+Oo(He6Ryv_Hew6~7OYY00_%CxtBdvHjc=?Z;gt
zZNtIrS#GzyOpEEE#RT_Z4<qrV%M?QXQ&RNq;2v*LjUJL$IpW}(5Mx36GznzO9Wdyt
z|3?;db(Z>bF)HTdexsS$mHW8zTeUCNaX2!U@%7p@XF^+2Qmssr6{!UGrU0*Os*3w$
zG7_0YRY|?h=_8oT*P^q3AFXb42v@Y31Yezat+&drik{ByyB!8n2$DQ1;JgsUeO9k7
zCmlYGHIguoJmAqI4u+GCJ&^3JP?6){!E95ts%&I-$@-L015b!f+k=o)7F>;_ihN2@
zLAs)G!)x_)=pvV~i&K*P1^47N!*%dm?1_HG+RggH1Doq79J%%#g>FL?@ZTcyhJ$?2
zW9dPUJPA0=?F@m?1xZ$cD0kdSPtiYqo%X4V@-2Sui?EkatLI*|m3}7)qU{av4|LU8
zCbq<k02HK5hk2fz?AE63%%vk_Ir5&R4SN8*eE1uvhm9&-t$Is1KJs6{;a>pSg6T-}
zZ#k$%WAGeS7yvXteoX&Hol`)UL7}vre4#K4{>^n_-O8}>tg{cg*PUNvphA=ZR{bW*
z?QY9(C-rM^=ft^c@Tlq~+HPhB@VF^#YvqZ|gGAHxe+o*SgPB%L$5TKos%XhogsK~3
zNw$u|h<Oj$WM2Qnw-OJfxAhYE0RjcZ!tvvH1)4$1{Wn)aI0#ijwYs?RG3r64y!FKI
zncP-W;AE|vFp~X!wkY3MMnuXQyV|5~%hxXuneF}>u`^dB_$_iG_YPHXq0fV4xyAhB
z-{lS!tN_%YL_{xWNgBLgec2aQA$L%`{*Q6#Ix8&aM&%T_27JgC+X+a7X>qbjuyJD5
zH{~zJ)Qd5ZxdO|+#u<1pCIQdVg-$56u#|pvJG?^AMB?ONBGo{Ixll`=5RuZK3mH(>
z(;Q4qWz!u}qZ|#qAjB&$Bs*N~DyH)&gK2ym^B3e`X&VA=7ql*T-SzSo?K8b=5izJ|
z@Yua45(PGJ<4(^@&=PEulK{)=fr^2AjNQp_UrA&N;G)Qq==wlW*)od^4d9`jQZlBf
z{W5_#ulAzkCxB22_FkxLsl3If)ff75fbw%mR1JKuC2e>xUvjx$ZEns-S+kH(mPGA}
zG%axrx&2ySmb)M+^}J!D-L;E6&Bf=1EO2i5eS16o2G{ro_b22gZghwRjy_*}p1Ga}
zsU9X)aU|Pf10(MM4Z=uwun;dI06i)!bPy8qNO^qXKU@_~c&&{p&(_PSqNwA{rAznZ
zAmJe#OE3NcWZ!H31=Rmf_=?f&$A|3`jV8JWjt<JLut90XncSK{`%>ZJ$T$73we5os
zycKFPvYy$X$rvWcq(g<)DC2pLKERTZV_UM=TLEI$Rwijgscw^A$%~>B#eI>06iq%!
zVjrTur^C6i0Ovm?Oy5PId<kXsENurHel8(hP9X{>jM|p6RRLT<<gIfm?eMGZBDR;y
zLJ4pae|3p^`8ThtzhqN&UDoVhd*swUTVo%;1pr=n{j?uy?$xq=TTXOFK|GuDr@{r8
zDO!8<)@i@~v6stla7tMS<l&?qt8V~{&Sviou^88IU!8r)sEyl2^+Hs-ncsEXWUCYv
z?o2l`9fFaqN)-aJ;W#&5L-)+wpt;d|s~t%t3b#Z1S^okWLZy~{UbgM&TE5&<W8r3G
zPqSmcuZnq<M7K_fc|>edAUX(!DT1`U`ur_cN^DJLQZ`p_bgTPd6%<fSx%W)Z%H&CN
zOUFcZ+lIqMqM~vm7|Pu9V7tIc=6H!*GIH!k$y$l<A5qd(IbowS&|C$z^j)iPT~U$j
zQ=-nA=z0?=B~}wD3F<)9b#ZX)Po@14`}V|m^M;7V+i-(Xry}tN&$6e5aD92}vZBxS
z77AzIt5`5E(r9~{SI@f&(PKaO%O`*yc{t!Y9jAFJiW7w`>$!mE;2{l;pY1|CUv1#t
zIJX>Hg{oHRW-+1o`zM@RFA@2iWK%x3oh^hodK#EmA?LEsINj9=7*)|BMXQy$--yhv
zVbKd7<@O@27-_5lghLLMvC88OktZH>E@ydRt4V5WMKj5^%hwa0i!m+kO+&*93*X%K
zFPhxsvVE>nK?S}(acEn$!>*a!@*$L!DQtc@biGEbO{I%?Dqf=BlRp=M|Cz`Pv2Cpe
z9f@lHiH4KhzU$qMscMjW){n~EGx&ZWrLWGcNuvK9Xf$GHMSRW%{RJd}at|j>L>U2G
z&(GbS8oSomW^g`r>OrEA8K+waT;&{@R&>5)w2H(v50$TNG=tj*z6<lHctr34J&w$p
z=-9`sV;pNzry=S+1xyBzNyZwNq%DMS!zPXhnlVMO(xT7|3DemT^_H&Q`#zJRCRxhX
z9r@$NU5<rpEGRktM0Q}pad!0=2|##`O2h=yg~9;1V<RDDyxd+ljP>Fq?etSr^{c*D
zi(_Y*NREJ0>7Y(V|9cXG9W@j7Qtzt0>$cE+r8`tVE})VxmB(>HCl|FITJ)@ay~0us
zPNc%97)v%TTQ#j9G=VVbOel139AKHN4=nA2_ZLjByFNP+7P@@v+st)m6oXs~Z?5|Q
z>XoZ-F}dNASYeXNy$7T(4hAz))qs+pk;HG(s*Dd^?%qfHX*)ejQ4u1tyiDjuKe$6Q
zdlxe2l5AGq*Sg{S=sHoJGa|TMC{mG=)Xs0?U}C%BYNwC7(4ql_%4-MRf8G4jEVi+}
zx*7k)S2}7^rLOKBc2?s*WjcXv(*BDg%LDtw_pT<x@2lmg<9YI&l_|lan-hywQS{#2
zFw$nP$Os~vqWMj1{k~<w<x%g^TO@b6aPU(D>!r8#J7OtS_D<f?k8EuZC5$8CpV-w;
zH*wcJI4c`{6bFqh`TOH+9zGWHfBF#b+E}dfb5Qxy#V4G#br87gr9Za<9{+M^9v?+J
z;oigu@ojEeBUQMRo>YC*DiUq`wAG(5vgQPDbh_2jGePr?yH@<At@uWSB}T{v^WWu<
zEJfG#m7rp=!0o~8?&lp$U+ayafvV*SP?3q42Pidw_|@Jl-+Uc;gW4H~-d+>9d)W*9
z(DNmDqN(EymPAqJDWX`u^qgG1&&CWC%{5uo#ivX+e-f3v^r_MP>pEb-l6G<ZSG|HF
zQ{KWwMYYfdL=qc2-ro28HaS6qD!231BFUz&a;t<YYZJLZL=km2eyG*U+zW=Sox_7O
zR;zt1pvq4JF6<Qn5`hw{z%M%PI__4!B2wkd@2K1D(qZPFq}NY&xgcGZFp}We0<dzT
zV<;zR#j1pT<#cGHzqe<_eLm)CAi9rNJ#_dd2(hwcunb*4VyA#}-7Djy#R3LW9@bHi
z>xt~Fx_#js0nDl2HbibZYl+>B#j+m|Kgags$F9MTpwmC~+I-ultDT8$ze@5Eg4;+1
z{vN~&$J5Fg_ZR88?f|jfF@S~9Z>G@@oG8LrcGb-Ql`|tJPs(^*6`3oRB6-jHOcOgw
zB~#s0QH!Gq0Kh=YOM~N)+W?WFrE6J7f@%2zoEH=#_P%qEa3(H9D5#wb_~g%p>63sJ
zVyR)N5ayd|%3i{w4tlG@UiQzEU`V77#aqJN>Q}m|nr^AwTwJCXY*!E|Qr>52cxyJm
zEw3{@^X&$694whW@)z*QaD<~D85m7iVNMuN+$wgh5_?5YE%Z!H!furJ{-8s&rGIw^
z<xO^NNXI>Q$sE!a&^;a!Pr!aNm3Udc$L@Epdt8Fh?n;0_ifxnW7m2zB9n3T11aX0(
zELhnJwB$oX`4CA>Jq|r9x=>>1rXGMErWloO0FGHuna>8b-KD-my1Wex0UsZVMXQbe
z1#m!0M!Et=2d;lTEF!<>IjExhT&)=kCL{jG3N9*<6=)YK*v{olpb!<WxM|G#8m;5T
zTor>4L)e-oiG7KcXX+`r>=@3(K2o$r-1Z=zY;c^lWNK1*$~y9ScxUJ6C|ly}<S5O5
zb2N2EY%&FL7*1rcKg{$Qj#$xOtnza>XU|16AWIS?;arCjSGKXB`)tY+^>r{RJC_w3
zvIdj1gDHGd>~yE8rqrOOg#M(Sm@0Y2jo#9jq3IF>t|XC2n~$q~Pd1E!K^ZFZ-KRrf
z{j(n&d5L7>{Fd9qtpuCdnJ~HO3K8z3RbZ1<Ah!o78|eW~HU|}HO0ZLi&zoX(0wgWE
z8U)4*BxMM!Ejk7GO#<DLD}G((b+tdm=8BIq$<q>GBm8kz|KoP6?Cd@IW4J1{`OW=H
zuY^{*e*ued;+P`*ei{%CD<P{C=!8ww`>xZZ9cn)AOuoWg_!`LUHs7ng#@d3x@Hoe7
ztX=SAI0z_d3T{xDIoV`qWhE2TiDPAO*_7yp)PL7iF43{@d;fdSbue~b49C=m7Cd{>
z9lp2xt7~^mT}m$iG$_i?@EZ>L3z+>e7_eTaNUy*26P7AeaH9#Jv58Jl4u;5&x5`$x
z^I1nu&fp5GA_>(hkA*dDU*TieylJ7$6L%j)*Z$|=UqcILTB)xzO=xT;UqoY=-$Ma`
zT!B0ifPbLygS~B?IMvl;gX%eT!<W*vRN}KrPSV-GTPP$yATWU%5MT!9XK!I_G47L2
z(S_IUW~g#Co*y?h!g#!Iw!z>83UYvOGzb99R(X%y66QM-jdlN-qW@u{BJ<YSStnB%
z|KZXf|NRA#H3>wvksS4Z8byweHg3l5el>aW*|*0(Bjw9qz$5IN3Z-k-*0-ph19^(K
zP%ZST4Nk&TDLf<?({UaCV7>ZT@jOI8@yX%H<SRRTvGW0K&5lrSI>D3*Wl&wjuLaWk
zPW+sul@x64KH9tbO*vRPU^B`#+Ub;-)azy@N;D#&;|&F4(x}X;tRhEOvShtj75|!S
zmDhtVujMp!<D6v=1L@f+8Wvs!NH6lfHC*L&IT$IoC@LJuuRc31S^ndY_ZRTMxlT!z
z{^1`j<|dK>_Jg&p%o{&59%UAx+@;T)&W|<sv9-#tEn}%4B7J-+n#_vC&9YX%(45L?
zAyXAsZR~T9?Jjs0Ag&1WA&tdBjbs$xm%hV}W+&>N^_jz%<Sch+u6|NfJiDo=!Kaza
zpmu3Bekn~qI%zd_;a4U~U2FR12<JA^*fc6_&O-niw(I4spohAE{?5AK709fxpU3$F
zX9L54*K>jd^A}cL&R8zNnaS4+rbozp-8h+Ttsg5OiewG@IB>pufN-3&dXPu4R7=l3
z-pLHrGm*OsdN%FV(_0%lz1)|k7;*OE-$RQ@Q)Zs8Vo%&l_YOCDi@`zpnHlyS?5<|8
z3?AS^pGx(^B;0j@6qG7ZT#9pJR%!s5*YQ32UizZ_Xj=5%&zKKFtFXlFKrgAws!%Jw
zxMe;}W&136c$<5Hj}`j^?Coi~lmACGbY5ytH%}55Z!kSL%MfIisRPk`(aCD{pMEUP
zKY5W|D575%?WL9(&tlGO13#`$vfPtg$QJ>7>t-fc{spY&@KGoWTi^pGWHx$$!1zSM
zS0yFXGz$on%45`$YFR858KgUI5Fy_1nC_>Bdg~L#d>NsFfKb*YV8tu-Fok(=68A6~
zCLNy6-?C5|PdNql#gZSMyh=%MQC9k3yGgK(%=m=<AL|7uO>4X`JH4{jluZ%Z=-*XK
zztvYQQ&0eTDm436<$rXGYF8zuB!|W)1f$1K<fI@bio-dg4(LXeJ%55=A*c)7e0tdZ
z*ZrTJLmv`f&nQ08cv2wL{XFQ<>QZY`?gqV}Fw&!Q{m~<77m*FXI9HMe|JsD=`PoMS
zIvWPJ{7|g&?amQbs6-AhKPDM&OSKtC#ye=rbD<(etxajoLIT4ydfXLDnWsAGP*xK8
zmYf;`Jj&&6G_}lJMsd?z@0}C9qEojmX#V=O<7T0<;jm0u)H`wEER7e7PG7FTg+B*!
z5Ns}0)HuRIE?GOo-hWhIC4BioBil92b6tkMG|&DDqN$jJU8~bZS-p?pRoc*9DRNTV
z+M4|ErP6fh^3be$(1p;WX_SPC+O%K-a~*97%6KV<5PTt+w>QAOIk8)()~g>pQ4$^U
zYx9Yc_W93-_;>$Z_WP`?AMuOoSo4Pm!Fg|8WBu?d<|{M?09XAKfOO%r6;sj1Zs&c#
z+Sz~9GCJ%}A8@cS?Gj7zdrQ@aaydD9l|Nd8A52#62fqR6a^LDByT^47?lBqn)BTEY
zCBKW3!Wx<(8aDOE($ttYVY!wR<eLXXs1edu1PqeT{U!|@z%K5r=SgWW_JF%%;c06U
zt&A15@{1A0^f_luWn}MGMPc&~q1i0jUx24~09);#i0$+-lFTXY5hk7<k7)lMowz`u
zJFVJvz0;R}_3WQWovR=kwQJno@$wS6;4)|jIsGUCZbC?NwM28E`z!>qrffbkI<Cdq
zP5H)LeRQc6YkzXr>O`pMO{HTN;Fi8`&}}9(da+*SI7KHcC$2+x&uDND624jGUQ`}=
z01)d>-;sV}dWYTMePyTGQ{k22O1BH{zlPX}D<awIrZeA#n+ZpY=;c<nwu?LXCu-|Y
z;|>lT`X79#HJ3Nz^f#qKl@!u5-WTuN*j+cXu?eZE3s!G<?n%&e#&*y-xiyN-?E4Dn
z@PqY93>8{<m+|XkB?LtS1aH<$>i*h$e6!75HAqCQbBlk4lXXaUm&NFGg|N-rF~b@a
zU$R7Skaq>Wt$RXcM!7Ba)Es*=^_c0d^m?Y57Y$EV(AO2<6?$nuE2V~nfwpoL+GiBf
z>JUwmfM6+^Ds}_p`XCZN#DB`<{Rjk=fY}YPG9^2i`SC4;)wphR&H=s=gaBg3V0K}J
zbMOz&YKW}$6G28R+#QwxO84qslmL%fN2QKt26ZUhil56-d-~%xEM{myaT+ad5%f&*
zG<}XE2LS5pybuMXFbOj4py_R*?w_Y@kb$TCe?-sHhfl+7wZo6rd((aZB%%)&?eY!h
z5tYydkL=H@F;z8DgWse2q8LbpKDQ<GuvN>JNqku-C1zEar)B*7<`e0qq{}21+*2z+
zP<!nE3TE!CtQ$Y#Q7*4{-1MP!<Li=v-%v_E{Zk)olSwuhJmXw4utWkrky3V)!=rZ~
z_7pqKzmv6cDoRGI^eu(+#?<Tn%+ExX?#=UoMY-TDA1=ZhJFd=2U20luc{*XOhEEnc
zcy4zi(pS_LcxxuKS;4<5JZ_vT(gXRfZQyR*p}^3UL$vFg&f*6wH|yv$nM)ybnHbJn
zmX-`y2n+pdZ%Wq!aslxqP+EmW#|JMI>em=o=e?#_PFMw5_lV)(_e+c3*~beF;z7w>
zi0nBRvy8IBwz<xmjlnPb^mz1T=Q^)8?;G_BYqSh;dUQOk6{i0vcm(4^Eq%Hk(KRQq
z@TjRFqTS_?;?~uIqca4!UMt0D3^{@)i{e>9GiHyEe!lF3Ow3gR;?rhhg#i3x#Owv&
z6t-fAf4tdC@!$g#LnC}R+%B?Ldfqc(^$cG~btO!UF=(DfaK$^-ePoV7Shg^h)~UU5
zA?NF*?_F)>OhR?3&_zhIjEYQO2wr9oDj*FEXSJ+QtBKy`Q2VBbnw{H5DBR*6*v1aX
zu@F0k2`p9vo@gOeP`2n-%I<_DVsAjjffsLxTdIhes*LEJY`@|3ndlqO#-yg;X#!m7
z@oiznJ?yukX)m|*pM8gXlS}goI@!sejpm>G(*dvn>T+!LtP4b$M}6ZM2I?0K@F3mO
z{sJBjAR!VRt5}hSl!lFKW+qmXJrg0;DZaTAj|g2U#^bv_2bZg)2r8FTjsKa<-6YTe
zwY7Vy9}26Jy5A|K)q6KjTO)!uarmWjrI<HHy{*_}xDVum@)0P2Y5tz|HsjY;b%$mW
zSWoi+_r3*yxvVn75%KMv6viHSr+4(z$*<quK*}<(io<6@f&t1lN#zOt*nq1O9_Ml;
zpfD=PLix!8sTzS4e98yJL?K>+jSs=1WrsQctF8ezP4MH6ey2m<xXIMnSU2`xcO~d5
z*~%CckLd7KS<qTY|C*_WjfUs<xS5LPE5tN|!wi3B?#u}$n2vl4fZYwxfrOt$rcjXf
zqWz!&TEJkczELnQ2@>S+Eurbd!2@r+_L^+9aeBYsc#-2!+-6|<z$}VD|6fb1{7hhS
zO|>#|W;_G_awq}Dlg1*e=e8=DK0V5Z)lJ*cfAOL7rz%mja^L1q9lsbf#&${mAcN^^
zg%zYoL(~N<6{;TAnf8tH=1@XT50^7C0~V_eCw|Y%WhcHBDgL1AuPQ`5S&2#?%I*!f
zPy2E?eQ*9QaK%e5BOW*AgAUB5G-BIU-^n=eOv-So6gH0w91XF5h5(uyw9e<4HCbBc
zT+`+F<q)}n+YplhOh9G2NbNfL@R(O!xbaAxNeL5`QqH?AKoywYf4u{)YAdnV`RlEY
zqL?!Qj=d4$d_AA2JyJD5iy}4s#U@afzeCh{h@Ul+>`sj57ZJ=eV2*ch(_Y$J);Ctu
zaMQ%Yq^_^f`hz!bN<-e>*RWQps+J_QTYWWlIcGv>v=P=QQ)iAygWH(i1!I>rTa@hy
z`dpfwq++fxG(i<e0>^eo2LPXR{n%cn;ZuxEQlU~h;12@^a#aD#l=W9|Sx)it-=WfP
z?=2}v*Gkti<RU6r&HwcFL-}8i6paQv!pxaiPpB4+FKs-!aXW#c(cENxYo=Y)gnrHV
zOhav>YvaWuPYANM_SKetS0Pko!S_qCz-F)&{1Qt#XGT}T`)dJ76?Jq9+BEm!!C~uE
z<#+DW=dFYLTsf5~FOGv(v)x3NbOOd3$Mq6_ihzDu+}0b3+OvJ9w3E=5d(K;6>0_<N
zxLeXIN(lNMEu^;ZkS{U;Jt`1m3*>1_8g$|+06h^>##PiT*!wv90D&KE-&6^{;8XS^
znqigw?6h%1imI%b0!$_lkVV=BE=bO))raxMeVTvsUrY_Kw<s)tMa&Hl!V{~v6DRLS
z#q@-3Zt5k&E>wIR7^b=vtv=~IoOn8Jd@i-2ylZq5H|q&hY3y%|{nrQDJZ^tjD349*
zUa+x15m0DuI6{f*QV7*m?umVw&kiCzYc#rFO-(u+%0VJu2x^H_XZ7meRckR?TpdW!
zTwSFa`DH~0a<9sKu81Ga-4F$ow4d+TbSfUpEeH`^H%6@+QK+)91=+c!C8K=gD8U}R
zKXn(N=5j4W*7U8cg$S}NXWm?57L$lP-%<+YUhPwQsVkb82&^|)JXPCY(V1LMRRM?s
zSJ-x^P~6#w-dEZ)20z?F`_gkg+`AJK^#ouep@{UkFm3kG`B_0e8z1QKcXPw*FAbwb
zWZC&CoS?YxBiy&;zOYZ^38?e-=C~pTb-*u*3dN4S#d6X@c!;}zfgZQ3K|PRPFB3}?
z1bbd7Byoa4JKNk#HUV1D9a2!A;fQ6Xdxy3{2Rr+#s5Cvms#<$meja<6szo&as-AYh
zL<#TnCg^gnQ{Eyi5c1tu1fmUCt^gn>N+w-h(<_5!K_UQ-{vd=DFYEWq-wl2G7s9qJ
z_Ll_EKZhtgg5VkA5ezMhG;!mNhV1tsp3Zvj>-J)0nv^w<-3<XpWBR?lxx5UJ3_}wz
z1<d0cZxD@{3FF&@bo4foYjwsaXVX<}a4rP&HCeaZsxUC@-TOwf2p`_|{gIx}*V(C>
z>AoGhY>JZR&)SDrVIka96Z$zW;{s%};P2WMLMMa5fQ9FBF!bQx5vBZ;ZOiSr(i6)*
zH|c-BuDbeUE~EGv0FK>$kgM)Mcd%qciqSodolb1StY+hZrp$ZvY+Ji8O98&7)lRvM
zWyls#S5SR1>2gv6vf!#)L@}rTrUl+HGSY?GRLfzXeevv^8E6phW35r}&%B+JM0l4;
z`mIMY3U?JP2=Nyb+;o>h)#l}+M)X&a(DIR95i%70#T8s!DR*QGBCSg3Fo*xai&e{3
zUJ}O58cr8|ZxR}mQNA)h`k0Oj%~R|2i^hXapX&n)sF>?M<cvb)D?YF4X75(No`^LI
zy3}cpeWfHq*fGPt?|FT762D+`#Y(4r(AM%=Q9Q@VAjax}+RnmJzmXtVcYso!NsMXp
zdA{|TD>i#>or*$*b{<n}2wX7mKUZ;erE4~ON>pDNXi2uhVbK1`*}+tHpcrw0xx@y!
zt>cw;yV1t}1?Fi+k<_hMNlnzBAIIPNkqd(x;ra?}ihqPTp(PdawQ!4SDBV})A_k>s
zr^<q3CF4Uy5t4iTZ(3cH9p&+gXLOZ+3R&6hz5mtedZUw6BsA;a&{KUdQPooH>INA1
zy~b>rnijz8CDVe`gdB!w&1+k5qX`drs(6?KL#~1M*CC>yTFI7E|3(7IR?#lNwENd@
z?Mc77l5e0V+Clsibw-hZu%&|;?DmqKoztwNuVz#2#~V^Y*0lrp^DbrS*H|ydNF~##
z@M}tU761Eq;93oce(m4TD2ej+==A!x>M&mBP$rCvT)=if=k#nP3*lKz-*nF3ok>}}
z9@I7Nda*pFmOT&UY~wf<!NI}i(@3CF9|}~Z3bhIg)953u&)xkq=Ju_Nnv^w8vyp{r
zu9l9koQ(vM6>BIC%~u*^<Y?6`HqK9E<V`iC{sJm1O!n*ba%?4j8;)@2a0mU`>&9<h
zc|$kj>7Ka8ENZOv%ah)BtSe#?8X6w_1!&W5j+3eX;0p5$N?w^?q!tP+4LKEI3jRMy
zfHA}sG|`4G;4NXpl%3Ga;_<?YRE^^E^n%*1t)8Bu+T2R?Nm@N5qdB=4S5*9ip|f<u
zME<q<n*WzG;SfdVzy@+dX}cv)<4-9cr3BQPiagu}t|&t0viW^O?xx<c-_QNy$rKG9
z5VpEJ0BY!8u{$MfqZ<0%d<+YXikH>hW?uy=L|YE&3bIQ61-O$@eKzMF$+}szFchZ0
zvwDdyh*rpKXfuECJCr!(XClZS(CSH@nE2HvCK3rG3Gf-;-lX=C`-_r5Anj!?_RHth
zPU&Ib))Ldz0o%zO&0eyJh)+|$JeXo+5Ts`KcqhN4Qal|A%N*SYUeoRSDQ)?3P8v2C
ztpg4P6`5-6PhOjnBLNuET2Xr>DY<1k!F)L%uma;qoFaL8k8~Y5`Xl#t0CpgPKU0E`
zrqE{;FMFH!w$Xk^zZdvl*p|qi0H^5QHtcu^=9MZDy{p~Ns=>cpIaOg|Bqc@)So{l^
z5j)<UU}8%&&wCBZ89-D~X-p{haoR$zZq%dE+$eu{{_I^@&*2E|!F~wDJeE<a)}xTZ
zy*2N@j}Qb84?*MAi4sPuR(=(-%#Eh<nBICxMX*&657;UtoYxf$r1+2kQXAQ!x*W6m
z-{izky#z%>ImPn<KZi%OM%|~q#J7<o8bh*{lTX!aI2?Am!_VO6UCa^HU9vp8oS<q0
z7%ex|fJE>_>`KQL>a1$7Nn}FB++y{6r(6-zcIpA{Ahn**{G~8)>2SBKek@ZEChi4r
zcRv{%u8Q_o6Umz)Cbo#o_wTMOl+2j-Yn{0LoO2%>itlsNkP;mLZb+yDdqo)R+Bujk
zM7g#HfH<K)eU#GmgDV63LsxJXJoH1sy@$6nOGUXgq}q>Qa?Jb=(Lz{wG5M?*OA)9v
zOt9|_2J_~1(YjAL4Tp*R@BGJ>hjbLDeFlhHE1Y+T#1-WKHo4#Q_2-PX))jJ0u+X9N
z){xniUzk@90-w?~taRSe(L`uZRUrl?i>%NIhM<O7k>T#Cyb=&tB!tx@mpwAzYc6AN
zq6kTHnu%C)WU3lAxTWgEW4^+D2kKg@2gpl>XLWBJElH2huD-l;DMdKqSCl5wllLNg
zz=8OfaLde~@E_V~nsX%@SM*xfTE;uP+NZar?xZc(sdXGTlYb5!leg(|#g8db-sTlp
zV?&>_sVNIgpjmRhd`9<mDrjZeH573ln=u6rhr$<2uQDZ5uzZ9zi4m~J?T!U#_lJ8)
zXftVx;5v1YG1f?rNH=ha-{<T0SC!c03Rx27T^!b%zAA02;6CD2*RI*CaIrSO76Afa
z<o5C_l~Xc|oDJl^9~|&g?fb&T!VY?g;~8O7xaCF|qbQ^7*PXJY?1Hu*#?1C_8;h}7
zGirYcD5oZC`c0Q-59U!Ju`K;23RG(7o|ZPly{FeBvODoY><?oT36LP|3Z&jBTh&ur
z>;=y2sjr7H6M$1L*+tX1n|6v6z)%3(qR!adT^@>3AGBq{3c0M3*+9?)6zfH_Iy6)C
zf;sdGIAR8<j*Vjs%#S`3v^{-CB~(v26JA0t7t${V#Hbewl$_&A8nuP@2O_grO--64
z4*JV@vn%$#+Ghn%*-mLM$V(8%G$p}ub-toxBRTI8)X-7hq}Py~9_Xps(asV|fe*pQ
z(XX5Kb_2&ZLmt9#akGnK3Iw=}@%ug|R7KXq-WNB{*We2p|2OH@P3;=Jf&o*@!ZKLS
z1J{!E6hGF&(q%m8&XMWyy|z+%A$<K^Zr~J?#qACLrVbMldpOV}NAJkzi-fVuuWgvr
zp44S9xJTz%Z^;P5BDUWW5NbPnW|DelL7j97o8sd8<Y|y;sVKiwvcU@AkV+CjEAnxs
z-vw-l-KkD}n~s9W``)T;L~|+AL$Yv5jWw9_&F4Jbisqa!crSpV%+Y$b9+JIqGY7~Z
zO7nf@TmF0sb}G^ZBEN)HOpB1*gXE?m5?ehBQ8_`g$Q||z5Th)O(T-FJ6Nqvh-sDMJ
zvd*~fnSa|kcOTXU4y1yhtP#8UY|P#_ROPe$Obgx*%YAy;6(V(%)=5OKP8uZm*K&@l
zqCwNs{$C2(>8jCpAxpXe*d@z;EimC|7BKo^KHV*Entwhp${(6W5z)>p$rge6>!t5T
zdn|l&3j_PW`t^vp6WARcj??`N4nWWVH+y28$rp)#<9Fy}qTEllS-Cb-sU=wm#PVg<
zo~#G<eLJyx+53n5PM&&nA5S_gZ91(#D6wRrbQZY>$oy^^ocM)zJ_1s<{I!aM*CiM@
zz%Lb_ku5UHHxLS7t<kdp4QecJ)AkH~PHKUMbqiZP6AKk=9+?)2FNo}N^S5KF1dvIh
zqSFf!i3z;XQm+D_{Q4a<>cfU6nwh4s?x6#OuW0%fRc~pCS*)|TNzlz;7h-D)_H=$6
zFYD_b^HPZCk$zP^6;PQ&6Ht>Ha1`=K^TKT-X>S9f$n-BjqB<&D<@~1Sn;qLSXHUVy
zR<6p8^;xBL8&92XnOYHrNusyWe*fK%_uH>O@NaT<%_HPWn30oe8uo1S$BfSxO}4EY
z*Cy29Szi)sSS_FXt-jOxs&k{j=edprCf^G8Aj_kUYolR|>7z_MWG|xT#<o+iASTd1
zI#6ucI(FMlB2aTxdxb@R3E3YXKPnkAAk&X<h<i`auOmx+yy|x5Yk>>?TF5xV6dv+r
z%yeSlFQIHOI6Lp*y^DKhfm4T@^$!1H$0yeBo8zvx$7tr%!#C(n>ySo2*2D8BLXVRh
z-Szwq;a8ZvMO-EsA6Y<WG8Z3{nVq`;t8AfR_gO(v1A~4m6ovEUVm%|~cjum@TDfn4
z#Gj|@RRP?~-H3`Bo&6E^I=HVLu6UA4JA|9QNylF-6eU}-l7m(fE4b6neji);Uxw{0
zSTY9^nQnhh!{ZU6YTbgfsoI&j=v=SEKOdJ=4fC{B;z<Lk;miv~^3v0g6587a4tjw0
zg9o5edfn>4tLFdHx+CfH?TK)?wGdtM9&+EU#z@igP?<X5(b$Rt)XSx3{D;>mHn>wZ
zg_A@XcQpoUYzxQSoZ`wbhc{dqZ-rz3v2?1&9u`3BM%BOp;2c`%5K{lATqhKm|4Q+6
zxb&x-H&_h>+e-Vw?Kd^2<5L&ZB+bok8YnhN^0Mu>5P^V5e2kn9P)htDSTiK>$=nYi
z9%|QBeFx=pRgWGS>ubV&uV8#T!{n8f6US!GOfSi_otYt58<w9@&s*T9HLr@9(w}Xx
zy`OND|KGtA4x(^@-=%*djSGK#{WzoK<P>3~@mv+5y+40jP61}MWHBvp$0g?}Y#UMj
z=b@^sPPcpX@WF&W7%K*e1FUA_0cTa(+-_Z)j7Xm!jO2C46Ei%#%<sdwG(}sVnW9ba
z`{{tvn{=z|9t|8et|*(`H}QBP%cUuW+<&Zk9Z20pCV1h3kPq@xLNj8P)Q7ZKTCod}
z!=ort@}`rxlD$8xlR_ui92+HJscwGU&uv-(z`lx$YtJ<jG|(FQ!3gF>?yZS1rv)^3
ztoE3;uQXtLDs8u+-e=xT2K#gq9*9py&WuTLLIo14SgLXhg9rCnU*>&Sbz@~{>v~l5
zjqF`O^&b{Y`BCM3?_{suM30l7*3mZ=ule`{nxxwkI+FNW8hx%osVEF9pMz#x<(x#g
zq3uP#^J0W#u31kuw7qp@HQ-4}qx9aDtj2aUEHX&|nT0$K1OIvv01lH#yIO7nssoAr
z1t_FGmo}&p_NE8`z(YsF-#rF=wmk?cL{Ri8HcF7mhBakIBmZ%jYuwH*z8h>!mX@F4
zdQhnQpMMjbD<k90iD`;@$^-xO+5%c6)q|64UFa>(vWo7hV{AIezhsjlgBp}D$_<#0
ze*v_%aoeXw8KO7}vnp{T{tWI{8&nlzr|g&IPJsr&`VlE*>?UG?Q#bjmD3Tw(#C7M(
zAr{byC;70S{a&$OLM3~?p%C}!)$RX#|I6<K634t0O5U43_~hc;B>Uv%4}NSh=j`8x
z__t$|G!_mEnv)(o6g_>hX8+&4Mmy)mHt#2R?8)oe%dPObq7y}(TYV{SN{vF$5tmMq
zi^+4#hhglXVu;NCUj64R)&OAd4Uw_nG0mwo2b#3tT%Y9d2s*Jxe}5YUt$g$=bTnE(
zT>;7o9gVDSoZ`AOzGcnh$8$ivwMwt>VLKPnZ(G$a4xnONHhpYWT?pO+wIV&w>a!%(
zRh&rw`PW?cd=qJQxovZs(6K~rDo`X?YmKFp+c~cY6||i%8r!!?gXkIPq`8Ys<=9Pu
zKHGvay`E6|;<QpsWXesE#G?=7jFcxU$Mp|Av5yOqFCI|a;%$xbn+-BN(8o#1$l3&|
zJX{}x!D5QPmxZ)OTDL~`BqMXKd#YS-d}BOG+ETaw@GF1wMAGL_xy^|U_U|T}%=yUE
zr42ES(4TgM*4oFic?tR!x%KDLe$5n6As?0DaFjg>R$Z5n@R79mEQ(@T8K(~U#ROEL
zcVVg`{jo8hqf@#SjSzhrW2!9rb3skq%(no{$M<pZX29dl$xh}<*H>$k+T^aKe>oYP
z0M@nwE14G7YAC6I<YqTA9>tjtI#2*lM;UD+lLP_`i%g@2w!yh!l<k*RZV7Iyao>*y
z()z;Hbd7jXD-zwvy(Q3qtKs`ev1QS(pC|fEunD4!gOAFml`qPBUa4XSVEk?RcJ*-!
zXBn4&mwjRi1FVQ&jiXjsr4O-Q9V6zdP~yfr-M;|v_nW5{ZE<_~QfjYf6n@KgYsy$)
zJNE~b>dyXO0?=-FDqm4XJnT+8JqbM3a0vOfX%gC{WqA`nf$o?im&G|??Sr2?Qakdk
zR$aB3Zdodw>n`<*Pd$ec0p={)L|tnTZkvg$msZbUZpJ3hcqS=JGACu#CTovr$R&vy
zr~k}n4?YvvR&;sRDo6Z#rWB6_=fB+$WzL7)!qS$eIYySSdmY&WKey4k-@>c#7Ohv$
zZXIv_2}sphy*~egX<~bv^LwT{_J(m27I7z{xxs0sOv?^CWdG0kE40ws!&LG+YXL{w
zL5ywNnQ!nVxG&*#K~<M?ky6?<YuW2vR04hSfwjq1`A7owYZvvI74?JKx)%2INga~~
zpJJ;hl-rwy{F<59IRX$Y?f;{28&y8MCvd)Ql1bn`XUSzut|^o;dV}ZSya-pVszR}I
z$P)J_>U$5rH9CmBn#GN`z|W!9o$y@vLKfqA3<++FglmHXIONh`ze<_hOm*Ud=@K+;
z>3bF`aGj$eMC*d_tG8OFTq}k01y9Kmk-p*_1Wrth!h>~;Ks+a(nZxx4an8^$hoC|C
z`j72+<o^G93S=%4H~bQF8l`IDLzdn-dv6kB@AGJ_Ys^LL?;l6eSAv%Jj{O`<U#9hO
zyWQJ4f=RZQiqqkxB6G{(TP+gDf;*zi@<CW=Td`R8teAX5SdY`U^|q_QlOaO6uin0+
zU*u#hzzZI}!I_6wbzFP275~9OeWR4Xm<TEO-f{TffZ-$DI5T6%_cXOEK(4j}w~ukM
zO?7rE**`w0m(<RAUZ3~KG;9BYyIjmZ|12V>1tMmgkzh-vTFFC0F6PVCnt!tbK*`a|
zq>lKH&b|Wpgk+uOrP*~^G@PfU>R~ciOf?_C7K6!p(>}-6ypf0*^64Ptv3h9Cn;3I&
z$-@<B!XmaCin&W7+s7+NU+H_Xl)4OyM1Q^Jw=(smxBB!>dGPW!$;#)f`EQPNjbSk5
zA!T7=-jUu!wEa7IOEmTFWB6eY6MviAYj#QR3)e^K=$3uoIT^)=R|}0u-b3P<lr;T?
z<3!!Ff6F`cB>s>j`#;xlUhv>~iFj2O-LfO8Kg|;!ZT?6yro`xWfz~?dO16%#i&H}S
zN&bQTK`94LpF@Tz@UnE!sc?!%;kwRM&<P6ECOcfk(;1nTihLFU86*GzC?HaH=D2gh
z$*MNfw-rLvQHbuC?w`W~S|VzKWIROb%)rTAR5}eja6Q#<@LNzkUufdbehx$@LVGB&
zJ)eL2mqPni8YfbF-h0^N8zgoh{B#$qZvKilvEz^XJ;J}hfzeNsx*GvvzAV~+Z?Y14
zMzJry&Yk>=*mmO=2og{L!@^33_<-?DU=@F6{+xUJ*>5;la$m||c{)eHXofxfhD}WU
z7w-IoC_;;LQ19oAfB~7E{*wOgr#e9+F(<F5xnt|1m$gS`-3^cy40YJI%eiP!i>Sy2
zh}x3mk2@YEEEe}BbfX3p_+``~v!E}KsL-LGFbR<XUc+Q8rFE0ENCBrUgoCAOw8b(k
zS**_FM*1pWJT(|Mw_MohKf69}02>+!V#eT+O9B?#YW(Rr^`p^z?yBs|q>@~${?HB!
zdL1BOsmf}_-y$-a5<H=Yj1K?(syn4)0LXxZ6S;p|h%S!TRK|4sTUi`!V=rfpvZf96
zm@Y*PY@TomCaT)3SNiW?fTH(AWMO%rL>gpe2t5CE#PnyHy1_952dpeApU3MCi11I<
zLl^CaGSO$c-(!Ym*@NaX(=&Sx5$UnzQz9W;8zzrCm=?n8Y?e-3j=~-6s8aEJvT-=e
zL;+p0nt&YZU3JtjQC#`C?UKl?`kN76)V5M%3eguTRnV41_fzF0aWY>$h(Tn;IHhN-
zzeW@=@kP?a<@84vfk<1Q2`xWaaaorNer|6aUSHoS+vs`D@Au+N-4w3FBm<C<RB)zf
z6%0+cnO7FxcF=XLqxpQM;m%>NOT|vV7IZuFEMsZN@WKaLJgx$ASjxZ=R^^DGE0-o6
zqZ^-;RYR1Ew>7Pv78ap!4|rI<8oN3g^R?OHt7^BAe)SXhTZ*pzZQHG?h13R&iP75-
zpxcv*>Y3(x$M-0?k9Edq8M_?Xh-t*?z~bnrP9}RWPt?Dk86aSt#@FnPiUuAnm-;xB
z=O5o+Dsp;Q^W662$z<0e=T%n%(4M=kkOpvkZwJIc-Na|KZ$7Hz4E=0v5>}7@3!sd-
ztl=0=LbZ)A_6KNF8<$(?Dq8D@m#a+DtrB0S`I^%xPT!0CLK@Aik-a-1pOxs8yT%2t
z9lXX19>4mSV_I8Ln^SGZK6N$f`4k*O?{q{8?Zr*-Dz|~g^EawfGDLhBII_@;017Rq
z&7&8sakN?aR2#p6WTf)(7=cCmyWF3rt?EERxQ4cM#QwF>!fw|!*0yBSeZHhV=Gsr|
zNFs|9g<gDsT{@HLn`~@ZY2db|heY}ofK2?GI=bs@@z0;XYk4b-zGmkfJPGAW5z@)6
z+mMnp(Kl*926s)^+pF)h?AYUaw^BaeS+I9WZqY}2YhRNJDLQewYo_zbmUA8RKE2`_
zwdJb(a^SdQD_*g@&F89jWX<3Q^)Ue+lY;N5dHBuT7#llOb8M{)v$32i(XzLhQ<)92
z+omzHwRcC<dVyK25r7Tt2Ay&nVz6?T>G<_ePGv;=Pv6iryG_-Kg6{M44#qCFP`G6b
z+)lm9>%REtbK8vyX4b7dfV@1~;TnROhWlSCyhyRc6~wuPzld%tYLK3s+YW8c2xvW5
zD4>KpW1iK2s?Q_X>iz<j8oy1(R*?+~r4+^97h@QoT0S`a?~1EVgUg-I!S%$GJ7b0P
zo9ds9>1SFjwhz}?>V+)E3KJ(~|6^YxGM5Gpws%IKOY|uTv73%uQ1~8w_qNTfC<_pn
z{TC2kdC$EhN7tOF+4}PV^>KV)+mxL^Yg^?5YD7{;?ZxWYGK#Tt0GrHhXC+IxYQPia
zz9WWoxc1-=pl<2+AT=gGTAK-0O5;^F0anP>#b@b2e6<y{k0>MWzp%!I_Xk?Jk8YA#
z%TtdQwgHKJf|Lk=)e>5+KNKM#=guz0X>hzhhb~V_qi~n67}=_de9e`XLN#6Tmdl&S
zE)>d#eY*p`&Fh{{V*M`b-a@@MuYYQhHZrc31|^j64LL%yj&_drW}-6rSK!-Fw==ab
zazP-zpaf{Vo}v*e$i+i#AQiAY`bDDGj=^S*4U?N6oF~rrsB=_&f-$?~mF>BqnQ{N~
zDOPLGSG|DX?`FHFs>^Kw!J4{v=G+~z*@5L+iDpZM{~FC%MnPf#nj@VjT?;0t0p*}M
zxyNol=li_cOY@r3=a#qn5c#?iBfGkxneL)P;v+KUKYt+jf@WApZ<|__r?DREud-Ht
z<Ccz)+(q<`XiSWXd8o?j&mE3_kcwxR8VtJw_=m%@_hkc^fxXG3Qj*#{p&$WbezwAy
z^)GVgMGoSXei}f6cXuCw=wOWpcPK*}Esb$hW#2Vp99KrVY5@!=?`jGVRCkMcIKRDE
zPuk}VlQc;-3Rw|jFU!^nS*<AL3FZ#uib(;;n)7C^FjF|YnM<a3>vTu&&35W%8>x|R
zYh|kpHGia5mOgUOY^|i#&iRVpIxILu-$@dl>io?m@L6%zat$+wp?FO`r28iqJI)G2
z9IIeSU1GmX|IxwWYN@Z59~q;s;T$u<ARMF`)-mvt?w~#sxlBJ=z?f#ghJ=T2k=wEQ
z<#fTLBmFdTAP3g}-6wy2Ze85e*Or~alnsB2uVMi(WaO9xaLN|{HtVo?g4CUSS?Hh1
zJi`BIqCW83!W#<Xte2#+6F_eiqiPfAs1QpS83#cYEkBCzC4Oj}a`g09Hv0fKGRLGV
z@OLWQd%?$|*XxS-u{bBheGEz7SrFTUbV?x^K6So}_;)-yV?}<}eZg-V>OD6cjjM5D
zp>*I^){4Z*F7vMOhX+(62$yqf2#0NTOmJ+CfbbgK)vOPFW!-7AwV8QP77Z^webP)N
zw>)+v|EscO_19aKk|TmhrHKWD;&(3p@Ddq;TrQQ+355J{QI!bZ-P{NGe6IWd#B!bP
z-mvC`-SXAQ`|mzdi%T1t=nZC9URCeme{7uJq@Vm}hTJIH!JlDL!FF$`78!9jvV4hH
zJNmQr%PD!5__haE=$z+b<{wx`W&cC6vnO<7lRA3Zy2LE~GWd+Py6@WT&%_nyf%M>g
z1cPtr^u(5<1Ubo6z}Lmy#i<)N^rNZ(8jw4u2DF@;Gx{tI<Fn_KStrkDkWCt53aLCQ
zMoC4&xaA>POFPe2G%3L?|7(%+CdzZNSYIQ_U@*cHvu<e(zt)f}vL+v&ou8E~k@Za4
zPQX%|girvt<WmTG&?if#Mni)vrVCzoOF;wSvHEB8D&1ZCbVjP(jzkKAv?LL+$^sSP
zjb7zjzGCm+)<&^RW-6P{S;cu;%E+rB_#o3eeTeeRP`Mql!nD_6`Op$<(jcX1MmmJ2
z)1X0MX*{`>A>&=a`~WC4pw`fGptM3;muvQo_K)RdfCjm@kn722|Er#?D#)P~3R~jh
zT`Dfrf>JwzC_nzE96JXHyG=!J{b7V=AB$s;1<96KjK6@6T&Q%+inN;cQsck(a6S)0
zgj*U8(Txqp>zhEg6SwF_ma=MtN4^ljjkyfh0w_G;lhfDpWwy8n^m{a9l1x3ht~`hq
zbLEvwow3+e9Nv{q@ZhUT`@=Nx<?w{>?$_t&i}F4VKlnUly8>*|^OcDov{VGCvl5VU
z_r}UsVpd8dv<+uQ0x$Oy!GeJBpF?`sP;zy#goUxBGQh<ZG5k?I7bS4BmiRH!#`4cU
zZX~NCjoPi*0NA&<yJx?*daiNr^5~>=KWnNiG)FuE6%R0J9dZLQm1)@kc6g3k&@)-q
zU;VpxYyxz%MYR$7dkbV3i74K08jn!5Vr5i<4BMEjQsVqz1+RPidJptyWPVEmYj`t`
z_f`EUu)j)#zrPHu0-6KaCALJ&YOBMte*O`mycDTmvB=9yX9+OU<?YCku6;>4%3^M^
zkGOA#@_ETgm``9QktrpFf%5Bc6KfeiqL(2CN5a?KMxz~pQg?K_Vy5}__r4l2HV=cB
zWIksG4*(}sC1=KSqekPt1YEEjB?HemA<@92(wwJ&q4_{|jy^v14Q0`5%Peg>0c}1r
z0{DvORJ64_RsDQfR1hk}UniMO-kN@iCiKLrhTH1u`Z=UQ;gg3r$IHzEXRkll&8l*k
z(5k(odxvB>eW~8-P8pFO0XUMBVfgOye7zx;PsJUG7<&Yme~`U{`*i=>Vb>J#`6QRK
ztFX1-3a1GV+zgIjdrcB2h`>6Qaw!&glr|5x(0`;S%Ph32y~p<I4<WyQbXMrFI6K=6
zv&IIq$85pf?NWDzXtX#Mm+CIx&DU?KRm<la%$bmfjNw<xEsd97EZw6fZZvY8piD-(
z43hYNtE-iMC++}Zm^hT@$1LdHk*?sc^&5*u8*=ks08mkhY>?C<!&{j0$j)ch&(i;O
z-Pjh+_`()VO85}y4L$t#-o2WXa<r`?7u%~l=L>^5pSra2eA{L5*HUaK8V8tg1x?i6
ztFfvn&CT$*h?cbUmN0iCdaCKZ?8`&u8P0K6jPd%go(}cdMEl#s<ZMZ(^-B9|r&gu~
z)q${jpe^8XJQLj^(elnrjYVs3fqz~>0nEy?H_a*$l}@qfn4htn0nW;YfMj8zgSqG*
zhNx}Jw4uc)uNk>$aw&g4IRLsUl3JM?wz<55V(32GXRvE7_95o<LWW~-x9<Q&x9@O2
zYF{%_CH@~p=N-+~|NrrjR8WG@)<_6~O2^me2okkg5(E+2QmUoZC@S{ewQ8@@#;hP(
zv_5uy)T+@cEisB(L2B<&%IBBgA2}yEIp-!P_vW5^U+?Gh@t`V(;yRA&5(km|+s(+1
ze!(8q`u*P3c<<F(9+1x$d84`TpjLKz=u@(TUf-V?mgslo#2mG!o1cN4q7Y8W>A%0O
ze%JpL!=0E-k4zJO-#I7Q^#Hsl3|#-*_iEp}&|Lo2{GBmT;EyNGbz&~kI4h#4m!Vz0
zBKI9_=Qniz3eM!zOHky)hsYzzxddk5YW<q8L&u68b>SBH)2N*fwhyK}I3YUom7t!K
z%o{pr<QT<{&5kEr?Sdsz{fD*I3hAXz1!t<S#dSGFkKEa<$|>vYvKl6h?}VT#3hyD%
z?`tBt#(4Qvz6dE^y{2!0m#VcO%6&L<d3-tUYccM!Om0I-qn(cFRBvS1?j=Laodvs=
zEd}zZuf`e(UMtTNYLX4GKhPfU&(r*_q1s+?1Jby?brsF81_2^qTAlz_j+!G@-}ZWh
zu@j}_-s9iQ%d|OKnbQ{qQ_@%l>TYR~jd{pWD95R4x)ZpdI-H|S+`WdixLCe>cKl8M
z`;xZv7uZ*{Jc&i>DE=F|`P6I3X#ihr7cPN`4hvhaUg7SPQI_=rgzM>NAqc9HfOU=D
z=?#9$S2&3M0O(FgZ<hjuAP-ss*gXjhkkudMRkqKbXL=8BGb}DujmJHDb~)#Ji<bh;
zKp-+RE__<YGT%VZX!Dkmp6~h`PpA(NI5F4VORA&PtMq@pYHc}$$%qmnZHX-*!Yd6f
zokt<cj5z(%c_uG|O-Iz<Hx56!4CgP;e|m}W^bW5JKa#$e{g7t+ikLcZ_V6|Nkt<hw
z;w5};h}6ga90l19EigfB7Wi>OI{vuP>#cGM$lmQb=ubowQwW>S(Za0;4v_$2qwOO`
z?d6qx|J9&WHTM_4<vgEj{@bd|WuJE|^XDn)&avY9e{C3r$uzHzL=&q_&2$mDhQ&97
zHA93tLyvmvv7H}VJ@ux=bk-8d-%yiwI)@*bnw&u|VB19=*(ft-Dt)8CrjRw*4nyY+
z)}xpTjM5c@*o+DZ!gk*I>*aY!Row8X7m`s35113qUQY`{@=TRVDF`R4>OJwV{`;Z4
z=}zfqBTtpp*5YOSzxv|buDK=iR#xpX=S?kiB=oJHn#b-!&!8%j$8yU`YJV;*!)d4f
zH?b^w^~oa}?q!>+8ph(5;V|<@C6oVCM3LAQa3EZ{13Lx~FoK|i8@Zz|I$Rw=16sfs
z55RI>FzWM7^1F8&b5Zm~eDd?#mi4ckkY_6Mz0_BB+loZ0UWz2GA~`Umq@MHk49Mht
zMN>EFt|!06tX>n1)TFMGn3vnaTOLIVE1HlZKG#;w+;#K(_pa%@PLJ6s2M~g;^|qiI
zFet6Rr0Bw5?5=Ieuxp7}L9jFowgo|cf~wGiIo+fid6Tfi1OqPLm}rC`GeLE#LoL)!
z-xhuPU*p+Enq25~5p9vEiH`{^{~w;gUeOqrHt|yAz+31{-Zw**8E`T%@Xe{<W4(x+
z{uI?T#HIl0D62y<YfZazbeq|fD<oT28xleRafF4b0-yNq^0AB(Uq#RKKH*5ffTOWj
zIUx5Uq)WHO<Dcy<_8fYnR{)&KV;*X3%`0ILzD;$|IzIAF36E@<g5K&{Gf7beQ`Qk~
z1ePSkUQMmLKb1FZ#b+kpC%7p%pYN!;gm1C(qGL=bWh8VlbbeZ_w6!;ds;4(c7`Qbp
z=&_(D+^VK5WiKypNBAirH0L8|m({f>ujhi$>&hNq^Jq&A?3)&qaw&>9oO^6X;phO1
z+b8O&yFs+n1Hsr8023kF1!Eec!HAi`Pt9bFgiqA2wcu&}eMxDshU@h#6{P?{#A-xB
z&#V|H_Zns=LUQs}@L)qqt43^x*m%$A(b1n1#Y8qUxPTp(7)(^Hpn5RdwE)pw#_U6s
z{qhy0epYrs=CK}C08M?UogDB?bRDKPMONbDo|?FIEmkrh7m=(j0}^nF?DF8U7ed5f
z>&;aZ0@su^T9n)!o(TrceQ5v4(T!f)So~G&Z;!VZ74Qj7T%VTh_GmZbD4l!O)Zq;A
z4u9;UAlo3C2+UmoEnxd=WqX;sxzec`bE$zbNejwJQbDl^MeAcmdsKMhkwbR}1&bCC
z2rfur!}gg(OuYakN7wY|J*GY3rVK^KXq{7UeM*^nOGRG)4DVYyg|C*mjvfSXz4H33
zKKKA-HIRN~#)?yi>b3)lG)y#*d-}?@%?+E#tlJdugHm#t5XXlO+DT&FtI8?$t5X;)
zfsjwr>N|r``e=qn1wxIRN#I1UZMN);U{qgKoQX9b5?~O`80A|t#M2jw9@U_up(3BL
z4P)2t^3%y)wW*;kl;Xif#SHXdRUAFoMv?E+c5or1<mACW1gk@TLB*R0%4JR%%5#W*
z;j{t&wIb-M;+TEMK6ZayRV_OuoCj${E^&hC8eL)bUo5&dZa|!HOT(Vmfm+gI*-|EE
z9Tb@3QJm+~uMWAg0b@ipvW(HYgYXGorqTXFNqwCAlIdriuXx>?u0zVd)77nC5+xoi
zwH2rSCQ7&o)|o<Q#~$E!#v81!98d1p{4Gvn84~>Q++L9=((`wUmztLe^!Mprms-N3
z=Bpb`>#TWu$kob)B{zdB>;EY!P3KL)7rtEE)m_3~{82<VPBn+VuPF>Jjx;#~S$<_G
zr<%Dc<YN3GBlTs)P{Gyf`0V6!r<cf~`uJ3V()9Gi%yG+>bpZ%g?WEZbwsDmuBU}70
zvpv*FwhOCU0gid9Tz*>rQSr?#>w9U=kKBsOMQ*aU@g`!CNiWvpJX>@~*OROhzb&$B
zwMjC%JXLflesM`op}-3ly?#c^Gqj{^M6Mw=ioyOuFVpHo;l^GrE;?mpOL_D%tH$)B
zwepcz-jv;Ptr#@}p@D0mU~Wsy%X^;b7$*G=#p~ifmNdLbxHjG8_np&9vk#u!))^=&
z=O$Y1to_C`EN*o>W|@2X&FS0v0^nd)B|ioodAVtsz0F@<Blobb>Pw6|%Quagvpsjs
zBINYmPH4^E%jOkRL&gfDSGc#wwAW$!>>FJEDDexRJZt*w%#tEPXz5T%B{>LDYKANg
zH5U&yepU;!Futnz8&b~W^kHWXd^U<vCUS9SSL8~GL@KAq3baVIJ$e5iN_Q%`(uzDq
zWdW06l#$#}(QY4m(NuT7-qv29NqY_W$7E&dhCzQ!L_%#^DB{ntql#~-E?;@v%M2UB
zmuzAXuj7x~+gHhEu_YIY3}SwM5FzlJxv0`uj%f!?Wtu-Z{lai!WWfT}9fy@RzE;EL
zT%LRx$mn+tzawd%=dBzc)F@z#Qo?ja^MN5S6(CzNL~hHEk5~u$qWgoQ6m~cXU$j+>
z<|1NaZiEb*uonberCk(_8=u$Cx|tS<pd*BNb(-_tt^=zjX90GpGWM(StMEp4h5T4H
zTB@E>aizaMi4chLT~1kpf%!E)ncCZ)5tGF-5dwh<58aSifR->Ah!u$I8lxN%JhJ4K
zJCJD!tt;1o-Bd@=L6<K^SOTbG6rYmkQX(rRq>Rxg$j?+#Jz7|1gSHmp0KgIkC?jqU
zkS^9WV*Wq4wKP`qp<`cQpZ%mVTSq$GAIw@+UeViU_qS3oy2=uI+~bl43hr)t0S54%
z{SE-g{yp{C)MA>Fuj8jAzEJy2aHSCB#&Z=|!!$57Dx7_INau2@3pBnNg9LO?xg(m^
z*hzD250^tv>SKF1JAlB1AZD6rhe*@t(~?onARLTK#DamNAa9_G0J-xA)dgF(B~Phb
z+SqrWDc#>H0Sa7>h$k0ke@FXpGjlUwtPgqBx43>td5i}iaK69gh&+fG<?9hmy(SNK
zMP#4+N%|n9jE!#CKtL%eDsB$&j#=+cfGl>__bKaFdlc1o`TLd6CWLGb2sKpQJ~51;
z0!OI?g^r2}D*%M#*=<@zSi*v~0_h<|cEv-&(HSTk)QOIiLUU^HiN#ED$|78_eE^3Q
ze5??lM;^e%2E0J#l0C9!ejRMJZ1<11M_a|aL1aY#xXxXj$+e1>gtbYlDrt_YY1ltg
z7OsnpI|{05{#|Ewlfa}uIyEvJYDij@!y0<+gCY@f$S{<7B<M;;IZnH2;3xYc!*z!4
zbdE6ATzrv1lV7zSpmE+-H1}TMOg61^3aQ8~s&327p3PmPJ1vhIH)j;PSbBd6(s;!E
z`%xQ*X8F@7czIxN`B->9!8FosB#+8m@BiO(6}7=UO#}=`sAq)O>QwCPJ7LdDI`wYf
z)?nw^>Qo{dTp!3~RGaCwf7`_@o!zFNaiDPt)*gOm#&0@=m`yrm-Nf2FdH3Mu*;=c2
zCA7DOsJm&uiwoHE6P`ugCyTmdX?_|{*I7X$$fg2d4Fr@`%NB${MsxWD38P61^4Kbe
zB&ar!FHt{+EB9Czc9q!yHbw!Iu)4;c%wje69ui%DJG)lBu6QB%>l3V8b>;lvecXAM
zI*HqO#ka5R%iE@X8}C>hKeql=dH3Zb+E-Lt+hPUjh1^!O_}k*QWb94(oXQOM%#^mw
z{!%!_;xpk3K!=-1t@hGNQ>Aip#IJrLE7y^c8_n#o2xU~jo)!F)3K8EP$>Rr#9vAe_
zn1{_&UbN?E(ZwjoZ!)Pq&+o&FsxnWf*Tscz5QTn^jJ?EjBX<=cKP+tot#vp_K_<pS
zY(_Dg1~T73rYM$Nv>ZpB*m0(RupNMDQyx@bTfX`@gK<e;P8vi*o>K>(rPL~Cb0WIj
zZgETnMQN;T<{bCjSRS`uWrn&Pc>R`wU^XyEzhUpyW~fUrppBBcgL0na;lCvE(ft2z
zmp`e*n-3V$X@0}p9*o~alsJCW>%xxBZ*$jj-W^*`!>5ZowQQbp#PI))-&p+zIOs{l
z6h-GeXj#5|sYLKmoj5UhR>>WP<JC?oDV3T@3B&kzwr$s()lgk;WUk+Es>5vel@rvr
zD}Gef!M#4G*1;%F7p#Wy>4l_1oWhIh+XpxG>8JZY&9IsqJ$}5rJ5Kfe58!`yV_NE0
zM2XP$rquPxq?0=z#r^|~X0$oPNU@%A{|As#8>KksZgD4UN-;rtCd;w2yMf*r*S{9H
zX1iZlhECH<FVhIojC+(%+Kt39!!RdZL-Xg=moCw}EW?*p4d411kO2kx<9IuNqZ&e;
zmDLx<%ZUg46||eT)R#z0ZT^C11=Eq%ng0QJD-YZM19V*NOZzn6!~PX`ySW1<QDW0-
zytZjs={ttDWkEN&8ehkYoa6OBEQ+LI@%MswZW9y~%h>zu>VpvuQyub8x1wp0jPm~g
zT16MLaE7jm2&j&Uj>SzG4bkr2)srrTT6^Cp$DJ?);U_vQ7Pu0WB&A;C2V>bv)g|11
zxk!{WBt6hxkRaC#G1Rvi{im*#phPYH*K>t5r^xL@e^vaNJQQQydWI*xtfc1-zMV{w
zhDax83bLc8v?mYF<3pE7yPO_Wj?WjVMtrjn)<XibDfO2AhZ$dGVBbks@MKpY%T<Iq
zNcaoB3}+_zA21wJ(wg!#c*KsFng(i|=rUTxy8;jP6x%<?u0XG<CjSyn8V5m2z65B<
zk%@N6dIndB6t<J|KS1K2)?}YPU!F<3WX)eKtDx1`nEph`GYHAQC(_KsS8QR$(56q@
z7Vm}C+Ajn5F8m3@zv8X_W>Ud2+#4dw&7(=nHWu%OcCN5=ary<uTZ`NuG$VoLZgrZp
z<m!)vp&&scH2&DzrnpSs#1O|Hhfn=v_K1L}#y%C)WU6w3I<JG0?T-!|@<uyV9Q0z3
zShZUw!D1se!I%$&zm6131m5eh$s{9rm(^xD;+kaoEsqlF^vVL_7;R2K&u4NYp=Qso
zkQoxCS9yrxhTLSs)ZAn`%-WVbeAe2l&WfT&gyWOzWlQlQ$)y?*g4)@A$X+(ECMdqd
ze*BrLAi7?Dox)Ggu(-5v`}b}QDRWukq%?f$2k9j-Ymo<z@B+~k=(5k1)FHWl!7$2_
zICFmD3VJ`)U9a<KnrC&wAx0AN?znEnDBd~H=cF6k%T~DVEoC5wtWDb(ONJF=lUItW
zguk1{-A*$jWOSd-jF2`p<3XV~OUu{G(|_0yPk&x3UUM!>A+?^mS=~VVSxUQKnk@am
zIJ5yj5NiHE>|fm|Kd;Z=%!u~Hh;G#cb+Gb$4mhF0r<F}VPe$AV?{lvzJiieLz4hay
zeO0UjUh%)X74HTsN(bm;mJ`;lmS*)sUg9vaA-=KfH#L|lr(JUT>19v#F%c$;Qk_A0
z8iq)+2k2>u^*PpFqdvpv=KxzYga3N*qjaT|_@eaH*(YZ|h!<eyokLHGLM<Zf{pg>x
zq#I*sHh&PRAgdfZ$>rT~yqEY_n;k0DTJxE>H9ESc(KmYIzF2CYE4UWd(w)=KXFvb7
zgxzPq3}*oPA=sa@qU$YDO%2mpAe4+&>|U&<1L5Smatye7gVp7dbeO-|WH1`r2O9Ht
zit7pz$NMbhvat(<fhjlX8y)`E_>6%YwG~;=Y}psfR+g--!m5AAgNkzuP-GwcF#RQw
zc#bhBvUr)H_}x@nXH1KWLs4}Q0c7Y`=1JAT6{%0u*7-eB05cUHU2L*2dhyPp0z8Vc
zI-U3<aU2;y;U?vrj7m7H5IQ~LjX3Sapg#xLY)VvP^TyUImnSzbU7z3i_K}f+{!CnI
zo3i57Ht^1Y;^YvXklKHBzNyl@4UNydix&5LY4e))^m28UnQPexl!43iBbO+3$G64u
zAUmMeV7rv0=pPc-D?2SuX2MlI_x|y(Nhpb+)Kw2FVQro5nU+P}IF8J7i~6O)riZWW
zGCM8vOp}qxdbt;b9~U@CeS4Pf>3TMk=}fF%{jt+L_T`KrQL)jQ=2PlGA7W>LdBU!h
z9hG;^%}!Lj3(hb9j4_?<FM4SSHczOEdBAHLUN}xx*2K+*Yj-{bi7FZ73C|i}^IOw|
zSsU~b^{7{X-9b@^_)&z7-@~f=xr2;S%9Y``GFEz~<u{AI_cgyUp{MD8)U`5EqQtPs
z#&t7oD~s`B>#^LmT555L-^U=Cyg%tg>pM=dwKko1Db;@mz@%f%2DW=Lf>F?^4uL56
zaeB)Jv4a1E9lD)gpv>hCfSZ*dvbzz0^BfHD)US^vW8z$F1F<Llg;ged`H#rJXVOYj
zNpFy)?@~!LqtaA|?CeQSTo)A{>F5kqaP5@mOG`I#=3j7V?W*3B*v|%rJC5%Hq`tE+
zTx~+(tusVX03S0ZAo99yDfr&@NVH&SiLdgceKnyIBPbA-6E=-B3Q<$*=u-*k3+P?Y
zgK8yCxoJ&_DY(f)R72f-dD4WNOqP_B6v!y5m~vZKDVwrwBw#$@)xE_U#4KGDsEhb8
z)vUMIhYTt(>R!)@row#3aC;rB7{?|f{wlW{cej%^X8Mx?eUF6Tp{hswGg_NMeX8qS
zuq48r7M55y7p#xj6Th>n+B`?yi-1Axxe#l1EDF2oq%f|W)}bQLrP-0Bwsz~rc-`qT
z{V>3KV*sq<k1)LRyG|Gt41=hy|61Q<T<!C<G}e8)d$n2E*uR|ZjB0VBb&OPHGR|g5
z^H~-bWVWR)r&{Ap7zPN|i`XH{FKsuMad%NMx{+At-4%-qe*JfEE=51VzY5%Ke5uZ_
zE_6&3%rfc|R#25#7rXHU4KJi9^GeVKc}87we--Wbu=xpXSppnuFgs5e7$DTY%FkK#
zS+xk2Aal3!<5*@fql~q@c(=UJu)UO4c56}csx~bMARf+);kiwu${{}+7dfqQKd^kA
zk^B4DuuNBk@1Dft`R}}1lqIK6+80mJaI)oFoN=$EOe129eAofgeL)$8!0e9I*74dc
z<*Z|fQOM7=Vz3ld-R-+af||X$gYJBB!R^=2<F=pjUO)ZFMfSl1xqb34k<WN;q7EwD
zSR<0wA!s_2Ts^nT@wr5Tjm1o;I}UKYCbkAX_tCqQaV@;R+h+NWu9(YnObJ~A`ut(S
ze*j_{id@5E&+fh#%N9ZYcf~5!$MG($o~+@TPa(XtvEjdZ^UT7Br<8ooWtY!}ib#L5
zOQUP#IlN$cNr5y`jM>#L9+kbmKL^(8e*C`B@#I@rhgLVD)99cp)xP=w&@qebC+Bog
z!ms~KT09mhdpuG3FN6F#f;D6#wd=E|NTlf~T7Kp+?kP!4r{irNumJ(lPykWTMc;5-
zvV^j%Sy*d}I%VpV`F!&2BjcxrY+u(a^_Q<o$!rMt;fvf<wjx^bJdtq*ARXGLh34|;
z2X_5pV6G0HCf7+>Sv{(=@p>#c_~bJBpIvA=jRTM5k%v0UBZNQqSVm_X*aR?!=h#``
zn}+|8YA4JLF8!#IEKBA<L2ADXp=5ZU2ib7F{pTOETf1^zvLYrxQscGncOLx*xQXK_
zt;|2|Tz>~8eSvOvsgiO2`E!^puA{YeO>_48>X_zcu4Lf$5xL*k3$EpkkRpMTmy<#*
ztUp~Ge_@Dsr&X7FqKp1Eo`wFyu<W)PE~*dB4Sji+0%FhGj9hLH4Hm^YX5dffXnnX?
z&yD&m*%(q`s$~_<`O8dE$pLb{gpHk(b-y0ZddQI_=mU@x*=t?b@DdE*))16eUC|C_
zyHtLfC#sDk`tCmw2Ruy-#i&0nzQnFm(caRZnh_a=q?+?R#8?%4I!;a>nT7;*Knb!B
zMsp{-N<J)t?3}NE0Rbq8Y^wI&#Cr8JfJ^Q<QzefkmxdEZB_$QvRW@*eW#hX=@6?=p
z6$&5^7QY!$<9AY%gm7rwx;Bv&uDx<C8y)T~q#|$MKP3iLl{lJ(_hI@ym>Lmq?3+NJ
z9)&<x$`pXv<b3P;UcUewyTh-XtM0Yd&$l53IGB5wtf!6Ml7;_+=t0`;ubA)>+#XXj
z9(uR5c0lz`sJf%KzAN~lkUs1PJhOiLv~$q*sIYKOe-Z-LFLdO!*45sQk0)2WNrnea
zc(h{=Lm@!S0>QCayWcrXULb2j<)QYB&=_($HgRxD!hz+1aD1W-TE|ZBO_61>k#+&=
zZK9wM0e1%}*B|Wo-)MItd{W#|JfI<{32h$j!_lSHP0n|NaE!>B34lG=Qk=lYjw%ML
zW4KePdRkoe!oZM0iUd@J>!?*#$srZc1KwE?Add%yCGvHz3mS2Z0u#rD>fW#LP?+sm
z<SvsDX5~fmB*Ar9G(Rv;a2nel#!(u}u4wW(!b2zdIGS4?Yt7)gr|gUb##`6)BAV=|
z?MR{HG>yE#HQbiMZl_V2M(?xuEUIHSb_gwx=;#g%{ttj1TE-rFb-{I|B&WOBu7ni_
zzMj}|_?sIZs~`im3<97fw7O;hApC4$cg#Cf2U%o*Xd39qU_ZB`*R9wa+@H!9a?U=j
z{wS!!;|Ogp?kGA^BIV^L09SL&;tpL5<8$Zt_$m%TIrOe@4L0<)9yzY@B`L(^<(8ck
zT<|j~%&7XNYGHH6Xs~99J}`KR6m3neTFRW!F@=(9vJQuhy($U!pT)g+R8dim47Js@
z%}}uz5^OAqQ%rU&4RVbLe+Vt@{`BUR|BwFwJiE}_q-4X)Ak6{SGi3Pp`GB~yhdx?}
zvm+zBXw5=FU%QZJm&GXz-{lI8_A4{-%yzRb00f{0a}(-<tKNCyM*~HZziU|y*NIvE
z^lB+8m6JD&m#!VwKB>q76^VH9fF4_x3*Ys6T=?(oeE39o;kTQMr)mvNPdf}_;<)Y$
zGtMr%6mdRJzgDQum%cP+tr4eA{DyNz2)@Yptl0R=J>9c@Y)OYs#*@PFVs<5Ty^Qnr
z@vifJjg#<QS0C}l`G}pkmzlNW@;d*@vj)gYxTxgF9u>aQP3e-nc9B_eE{rmDu>*KY
zfCIKq;qCqW0%vNjd06>viT8_%@za80ueXm*4=`O`d6F#DFFfTrjsMq4K3u}UY67XW
zWPvKNnp`9g{7N0aNh?J`O<!KB*32=+gNGnCC?a!R4H05B@amp4kOTSleyY7Za^ZSR
zFXxRH9}u^A4N~N2PHdtBF}b=|BsC)zq(wB4g$fKI;N2K4AGi4=!1mX5K>+u1rIr*x
zQa9cg++5sv)ZbWF2B)wx@l<w5#}!@Pm|4d|%n&+dqnE%GI)6TERC^MUq&(+&6yS=c
zI!#>izhJEXW9cP6gV5vm)Qp#S`;PdTGMz?;HzPbI#5f&%hAOO-=4JBkhd-~m!A(_9
zFGxX@4L*gjOn-N#pCRq?Jbb{3{KbZ7nGq@b!@4+6$|q^O1K3&es|BEf`4F})l_$vT
zqdN*`%l51yOqL#+P(-<WJtjC*y!-RiB$yH{qhX&Pj^<m9-Ms4FW~@RD`f_;HT<(mb
zPA2(|h{d^^O)o{DgJ&Rx*>X=$?JbU<b~C(rM)z|VA#&()aRI4U)o2!l%Jn)W)votk
zoIwjN43aC4l$-Y|D5Obu6bCN6(H0!M=QUpvTu`ZrmaH)zO3Mpbi-2!RtZ1dmqmjaF
zH%wv{cvn!zorCJ#k%F^!BAyM;C^<+iN-vjJSi*5=X(tOLYj6Lrj9na5uus{Ko#^Cq
zTV@{kZNJL#1z)ybW3hRBHoDP9jQ%x*Ad*kJ&rytO0CnhY5jZJw*iQ>nmhHpNNw)FK
zat8eeU^;%tlAXxP?z`4$ClB%NeRv(6cw(<~P1d8shcc6cPNX)U*e=DBy8|MXa|{!0
z*RneU-ca`^a7s83k65cP%cUa`7C&dyEs^BR?576szznm|`=hYq57lf0suHesdP%6E
zYf>X-6Pius>B(t_{oNet_er?Q9!alqto2d4ViH5eArJG$Rjx_c^=;Wd^Z-H~BKMDu
z!r0ZGgP6P#(TEOY9}~UyP(L=i)7@uG-61rMx&Glu^u!O|3dk_5B&Z#D&NKH&8+->&
zvL{JO%-I`{ZX%f<(j+~mlhyzUe|yBT_gj!A9@FgF|9b=vC(qO~GRQ9t+zm*EaQBRc
z8?0x=J95cCR5H-u=|~yy4XpX|M0RgUn(CPNL~N$m9k|EMGS+Xp(uaD`lP#l1fM`rh
z!RyjOeeWKBOq}Ig7wvG68nFiz%N~9BtHl@U5f-zA@Jsfs9~gVPY;FGTpC1HjgN134
z`JgmMM{Uhvzao#76)|neKgj9UyfO@cW^-9*+NUv5`2bz<9eypKR%cGIuM|I5s8I8)
zsvuzy*sB#0vvF;<@Kt7UIpYJqy|TVQ`cnS8$nI4817g}=Lo;pztX>grc7D*IP;fix
zS6OmVViXUpmU`)O?S0d$t~>uLctR;si55l(YBnQDlW&*AEL23|@G6!!;lj9LyHf=`
zR@?@=wuU)8#MGk-&iAB8cV~VbQSvE$?0PiWC<!n_eVQz_?KR6OTj}#j+9G^h`xfw}
zbwrSz)ZaX3B5ElvwWh#D^Y7ns)Hp)X2JcH(lF;ehp-pMtQ~ZdPy;g+c@vC|DB9@KC
zEc$yyhg3gT)GShp5`oEcYv~Btt**oW$y(JgnUocR@~H`-HJQ$iKy-v?_cme^tI^({
zdzcJ>Ie7Hj!fLvxj^zaF7haEC%kdO^#wGUnEmniBzci(STf<>l%6BacNMux*V%*@s
zEPc`|{6pIJPsTVD!RS<w8hY~l=0wu_El7wTRG{f76_Y!w)g#HBBFe51WAitGdji2t
z>OpVXVJML5w75OY_h|yaZ=c*&CFf-QPiOjV^>05K9WA$A?$Jlz8ouy&%dpUWi+7T`
zfTZ6XiM3)B;!w9u=ZA+6QJRh>12P5QgRZaEWO$x`XjubQyl3O0EREt1O}{p3=u%oh
z@UOrodCPFDIF73UKeVnM3bo1tfKWov$JP|~1QMs3(k?r=>pSPQ@Aw>`Q9Z*hw&gE}
z0i=9pfkD>(ek`(?@ompHE;ybt@5b!7qH9%YjN;F--_)%^NYLR;$4Vuk-Hu-=jZwq%
zmzKWF=!6qL-!#u08Md4q$IHxqRz>VYUi$pE^+D|~xCNkg<Ea!_^SD(-%aS`=Vpdjm
z%@?T^(X5fPA!9GKgzguf+Sq^vpFvNn2`y3~uN;|)H!82!y*pR-sA@cO>3Ky#;gMo7
z_q)p~T=(MGo*=wl_EJo5sP+q;@b9FIQ_@e&@NHrER8zKZock0~Xh0hfAMb2mQdU~z
zhBY)jR?QcQrvI|O0BB|7Bn|F>co3pW8e+4*hu?gZp%O3C8q0_?UZh<HqlRvknVNB?
zj9y}+kl%*4JUf;;o}gGK?(!t@hTz|T=-sW)N?2eF#Me`@5c3|R<};M**n`?b{)woI
zXTApp^MnCad{&g~){~lIJAcCN^UsDIzA?LBvRYAF1j;;r?)Fmyc98W8Pyqe?!i8O!
zWL#Y47$>jwX%}}#lctW4c`NnLH)MjXYGaFe-#h*tqdV}wDQ!(!7D-x`a{S*7$EluN
zaXTgWOzyp_a7rS_R9iV#2blu$k#Np3OVt*H$bJfIMZly!?EeQy5Y0Lg-EX-*=vd%4
zlBOL}t3GH9)~#tP9IhkC6(=7()uFBc{CV(UzfSe=4vrMP|Av2J8x$R8PGHY7z7y~1
zYU>fvTglJS%qRHF<cv$h0}+?6Uv&JW*8d5HZS9ht`7X-p|J5Z9w*4z0X|?!dyrB!1
zB9^uQ;^f})SU?AvBU~8lQ-9N*T12?Rs<80NC&J?6f|9#_s>9=}^g5wb9MKYLuEAsU
z48Cx$b;~DBg1M?7yB{9l#@h37V@*w}9hI0!+T8#!*-tm;MUMJY#t>oaV1+tLE!wYZ
z2&A`)jXwy7jD{NdU<_03oef%BM$<&YCf0}4&=@_rN9WlN1B5h>5gm_O<S~Ha(f~fI
z81N0HqsD*(0NB<}NlhT;>8}#0q0r_2%lgfrj)3fxJxPpF@?-gN$_R82XP$`GF&%(f
z)|7V0@fe`Y6aWfKa;DdrS89Jd%?}ncL(1$4R__aUTOx;=*_3#4X?W_=FtM_Pv1mq>
zwqKlWT6%l-HSVc_HE`%(IbO!ONdF<d<YXF=*rLm03W5~ni_AEeip}c&+VlLbX<xc;
z3Qm4HDGqQO%=6u5ZY2KtI`XQ-_^ZY3!Nsr6!0(5tZzEdPqDE1sE{=<bB$%(kjZ0H8
zOEno49nXI}32;B(WuiOsWe&XdEMf@dfRT=b;*6611GxPV?gUaAZ~rRexA;<9_+i&%
z#I&j+1-Pi=AYIL!WLzx=<N{H&L~t>pY8_p<i-Nb>!J>#3CHSu?ABfZ?^~d=@V?BLS
z_EhR#bvL-Zv21A>^>)g=td=&`7|otr?4MmOn`kBWv>;mqxmo~Vk<o-!RY@5SR&5u+
zhy~MeNNZRZ^g;J61USnCY&=FBwMuR`Bu?6Si;YM5?=ESgr^N=lmu(}8b7%HL-5~cb
z*TB+}9!MG`+jaD9@Aq!hP8@8g&cU+wgu_Cwb9YO1|CtJAimCw~2D;THt;zGjR<5nH
z?B_NPo=C6Fe7)!E&U|Ix9^*b=a*0wJP`}9=FFLUvpG=82NL5zBICD&Ajf+llBki5{
zZl{g5$ifU;yOW9)g8tbP?K@%vJEnFtge6B6y7xzWVBq_jKxS^lmx#(dfna}6=D?e!
z-jKj)c=LaNULmLwny4iKpiDc8DFx0tBn2;*X^nxG(UPo?T9f7TX=xhC2sYF_8PUnI
zA6IY{Uo1(w9Q2d9M=5S3Gxy#4r6gfaRj+ERl7{}^%Nos1zl@e%>2K_>Xb<(O+Apd;
zOgQhEQQcg085B?9DZTsP%0|DANX>Izr)Rd7Ledu6VZ>Q*adH%6>$U5>oq^MRyTr7d
ze^j9$m+)Hw!tp{%Xr;iU5%3OL8PNBbE13GBJ;ui!B00TSVz$ZMnU9u~obJT74x0EV
z^Hy!2_CmR5oYygpR4ltqb$(lbILBLNeD|~`?WP^)7%4dFd#F$wXSQ*ZCG%V3nTuD%
zT!u5#(BAnZmEtdKKw6xmPMB4549}G+f*wxN%_B|4Cr?tL3xW#=DC~fbX2EtmKvf_H
zTtUhIyIJ`q9Ja+#{Dzs>EIM3rc4JDnx1JWC?^RTd5BI-kUVd#NJ_u(uDDh5g_J23$
zFX40_&BiS6+^8@BadMd3kP~LlfFjgzFmqfB_OB#$8nPhUC+pHZ)1#)^kb>UB+9-t7
zJ$s0D+nAR83vgd%75#=!L`)^F6|mCH<8z9RSgn%|2m8Go?a5pYElGi^qoVy003a*o
z#oD25tlyLYG{48{SWOOvlzm&WBn`^VfD#p|^-%hEC}aLUEjXM`a<R1vj#nn-%Ogc|
z0Q4PIG9L`N@oW-?W;VV7AUG;8F;2izu(wxdBdK8p@i@2zN`Wejaj&Z;3U;@~3pF3l
zB0C*h_NZc|<`+)u=PymV?YtNB7R)FOPd__6_|@AX6uLyB1K*b6`skhud9}Q^cW?f#
z+KzQ`y(><m8{>7xT^Mm?k#ZwqE{OE=HAa>+ns$k1c!6dJFLx-Vdm5uhNeH>awEA4`
zZJjV<DB>Lc6;M(3VK<7MLzbv0q=o2e0kMdeB1)OV23)IuGMd}`FSec;kr{m8<6jIm
z7M{9a_WJ2*>x7G;MbcNFA<I#^FP_rtQWo0-nn}Ng8+lI+5=Vb`|G5yP^17fnmS@*;
zd`)_+EW8ju;YDafR0t-Ui1z3IaU9|M_!}y;?C->XW_56BXUEILmA<BzDBCV6dLVFF
z^bfi1jU+4rj<#3pYR?Tz87TDHFSGSJjJ_Advb1FOU94xm=q)!SWkA91_5c@*VR!eI
zNAt-vj!nYu+|p|<-{ykIcDjKKBxW`G9L~vp3QTr@5j;fGB<F-MYDtpP4BeLy+mnX5
zGibiVhz^Z*j*nlXeZ0YJCjpmZgD|=yAoyR^)k(BM&$vhJiL4)6I2$%51`r#C${YD~
zZy^^nU_gv8GVQ~@=#(&8Aq2i5e{XYRrbYQz2`r%NBZQNqMUCCDXp@xg(4CYuqbB~D
z5K@)k2uC<XfSX)>BVi$x=qaUZvANq!c5-8{yKhq{mj#@XoiJQNN{!m-Jv-FO%GncY
zh@Zm*sz(d-&8&}PaiLU`Hw8xsVi55}ukChaFQ{EMB5P7fKW1DWa$K)oCkAiXxZVL=
z@rY?@$(7FP`i=c3If&hgkaFG#S&|*~L9}Wv_?+CC;@gK@nNRSXsr)Lw+~JuIQQ{Qk
z2g47&VB7r4rK|*f^eADHi$m6(JE?93vAMi@C901)IQK@r$4NmpB)KGa!uQBt;YRP8
z<0#Vu#GNgi^njdqaJ}TyUNo6~QNaew9Ur`VEMuO>iIA~zlM!R6+ta*43S;q4qgEyX
z*Y~rNkL`dVyKhPzFsexqZQBRUCal|(tn2tq<=8)Un-aNyBt*L?Pr;f1kN}svf1-mc
z0H|?XaeeUI$0pGmukPJASRFkQ%KH={^tr;`cP%6+YW5noP<cElZfeHjKfs-kgQ$i$
zPu1&6nB%vy`E0TBP!}Ae+^zaGGfb>kY%1`N#;pTMpE2(l!ehq}i5Rt>9>hu@lN@>!
zF|FOl6SEmkIB^VrtjR{Ych0hVQ+bTd?YEW@VGHW^nYsWexNlIq8LmYm>%>;!{mGh0
z#H>R13MOGX{1zpZ?-^gLyq?bltT!2SYcs5t6@i@-p5{N94fFv^^gkkG@j2*!tQ>-Q
zFn|+qRWt7tsmdf3fuL?pP^Yi9IkiIzdM)vQUA&+MM*{g`)kcLUv^5=K)~8my0cq@M
zzJSEh^sOJ&t%(OSMDfM0dN)pv{5g&0K;`x;+YPZPX@C~Nz@+ADk}{&2e<ZTdG7jwH
z03jsNlOc&fW%p{O%_=u_Vtf)h-R2gMLZi&U+*$DPHc}_gnvFNU!e^&i$|h!YFAo&9
zq|L2^o5Z@du(8_;p>{C}O+9@`S9_p}>S(9K*FJsMsdsj+?%XM#wz-0^myGRmpTjkF
zFQ-VCJ+?fG<5c}VfX_Eb6XX%5zRbH(7FHs(n7jt#YT!Fy62zl2F6JzN{-k}#d%(rk
z@@30&AoX0DI}KEB9i@qB9&yi}3}@BT!_4o@^B3oIW-=l7%Es-QtYzuNRt8?vf0BW&
zwLi^JGP<swy*8TZMJ4!*`|eG*&&zex7#h6}I&C9Yb*I#yZur)t%rczGPdhJIl##{-
zxM8cDs9kacJ9g_8mj~4W2&@30lLWkV+umIy{cBV;uhFkGgTq;0E~ljnp+L1n11zF-
zN>~)AP~u3mO^sB0YVn;>efnxm^~_6=afKnP*Nx~h;^y<O&)FH1)ItMjp#zpK?x6De
zYU<A?7cX7DPBML)(LRLF#J{|2J<Q8)Kltn9oZspEb;~%ndDEk@VZ^<H{uZlE)~zV5
ziuX)1PT{|zPB|tDPjNZM&Kzv@<pds2ukme+sC6p0n=VKv1XRBpF8=XG=*RZ;jB(W2
zp$l&xXEpdfswtIai7Gm!Top;WMk}wbAuTb0wvCx3sB_x-%2yg6C6N|8tr!{Hl&ZF8
zS6#k0edn*e_rkn0`JQRX*&_c-ry4T{>Y)CD_nulsK#_hih*X6&?$qm3!3TOhVm*7I
z`WqeLxSln>UcHF+d^=6QwY9E~H05rPeg%6X6n)XLE16tsY0X}Qs174lT-%L(DQTnY
z=~*q6Ay-qX^A$YcL{~gd(Z&ggq^lG4b-wt1PM=M$QDomIGc0MBNi?Y3O}%Us>V_Fo
zOie){?u*9f&QQ?6FlK;LQj4sI={I~+(2^+$xsvftQTN@ojCs?h1-AyX`l*uJPu@_p
zD~&9OYUa9Zr7<*`t@cUhy@M=&M8dkF<Q^atqVqI8>7B1ax!lB`sK-35M0^LwER+Wm
z40@d%T6=q84wB3+yA)8z91ofknJwF_I$;v_`3GtERWvuPUc+$ccVwMMF^`t{i}OAe
z#R(>%g9hh)hHNg#Y0)`8Egg=WuJvcogCkr<YU7eJ4To9gR^y40(E$8ilxH~KDaC3U
zzU`L542yQ9+e=d2{(c!o<1pGb%<`uM)FEPToGdx#*WvPBub5I7DuM&7E4Xy|Du5oN
z@%ZE#Y4Uj@iC9Eepo5^&TCJy$g84dj5y=kR*G7+PBan7HNWQge0K4gpZ59oHe)`?>
zKfo#^oFjfQ5rOVQIfU9h8*?KtgBN^ab0T4GMR~^teWORunhlaP4?3V+9HT7NYM^TM
zUhlK8dSw7G_ebt`L{6=Wd{7H$BOlDs@9Sub=ICnz8>?|AA-X#WMjR6MDjo`|!YX_@
ztTOgn2ixNzB?=VDj=iI=Iqz}%*$Lb0^&NfoqBFbR@wp4KUG}*x2`9&lP9=^CfBSl0
zR${pHT3@Kh0!IuwMO19!*w$SyW=e%)R)#KHzkMUHgUYNspj_6wH5isH(b+DVa5UFC
z9%+PA1wR|nh?wJxrLH_agAm_@qbW1H{`SV;)e)e%f@VNiPEl)~^Q}!z1y`YttaVLH
z-WY`wGc75NoQp-cNCf0==k&6AKyBSfrgN;IN!^D@B_H5(v<Ku^UyRQ&dQ5$@Pd75i
ztl9n%yjFp{pB10?pcO&gLrw=Q82P9wA7+V#2mfmBSb0onyM<VdnXP&iUR$eal|7Os
zC)ZIdt`m;$w_a8xOBv-YpUnnnBg08ErBUqVyLRbrFuEmX?n;YSnQcD%d}$}jsldkR
zkYi*+_azA%*Tu%02PZn7VJwHt<P*p)hhMH+>JvW$zl}u2HHP7WGUD{P6?x1a(is4q
zR2p9ld0CY9n|NL<Xf6X<R&!~u#|oM<NC^L`U$m<z{r&f0C}}7BjC4G?bYl?MeRTw;
z1P4yxQ=@99XPn|vi|KaI>Z-v+Pb4R)L?mor44Teftp8$-ht`y{Emt>n_tw+2ENon4
z;LD2^avFuTbS09=y+6Ta*BT8Bh_H9MZ%QL;X$9Y7ub#6`FytTjbmtF^%yDVpls~By
zfjGtM-6*ykd7Z&#?@YVEpJI7l_{lbh1aD&Z6*^h9dWxmsP;!EvmU4x@_JJeKqITPe
z%?fY3f9YN7t8mhI-W{S`F(Wn0V3C6IVpP(#wEE8^O|E(Iy|O3WDZ=ttz$IKvf0WAc
z>KLZ)#5}4ShLTQKMoZqM4As}5m*3jtl{!etn=Fcn$|wuNu^n!$06%$$)~WXq%@6tT
ziPONgH%SPk#hDH;412gdp;m0vshuLj4ah_4Jq~D93W^peW%mXoyY_QF^7V13_(qgE
zuxsdxoOTXu<zBnIJKE!KzC(|!>-MMR<9C7%O($oTTQm;rqtJ^bK1PmKY^?wK**TiX
zZB*Ig)b~qwbl1cmPN!y6WH^~a&Yw9SUYicZA&eyd=XeKud+GJB!f$>ShB;nWpZ$ol
zPHn*tNIb5Md9P@SKP;%_Ue-4|b<@dG)a362HKEukq_)Z}4tZ4|OpWuQyXFreX2|z|
zHD8izx}T%$o*npp-Mz$`Z2v~objjEF$ty<{jg=WUQLjIa)2)8rKRPTsJJh<XIGIGR
zG~((pDW*vqx=Yg(pYrRJi@z}$Qi_HSsb4;G;h&LVMSYrP0>9N+oyW+=EkL+iZbl_9
z3N6MdBaiD|6s{w2Z))_;KlhgH5A^QSlN^nwioq~P4S)WU<J}~&fB48LBW4Fl-l})c
zxMnaccSRUuW${<yGEg~+73AW3i#xyk#^gxX1}sH54HE%IML5t4P;5*DQZEb$(gv;A
z<qnuoJ{w=^Ykm%qNv$f&D9OhR{;x6WK5j8x^NYn|Q@Eh|Yp>Hfg(9ihOqrAH38@Pf
zvvEIyiDTr@`Oe9yim&{N?}d$4|MxW$Midk*X|!BQ#ofJ+*Rk*aITgyzD0Kq#^wAsw
za6g|I&p|cT@CT(^pjq4)WOP$vPoeWVZvd5h1#`sR=e^hO`^DHYvEuSe7av1Z`=#rI
zU(Fw`^LmjW$*VW5Go~3_85we~95SjMmwd|4yVA-pI9DL7t_CH{O5n_Wo@G~IY!tQm
zs^ZesqZyV}W29(KOVdJ9GFaF=nIG*YG}v@?5FyqQ)%f=UU*0&SDRw(-I>1k2Q>4FM
z6#LIK^<X`(n!D%e4xzLTQ1Wh<Q2XBU<&)DsXBi{IMUBS7Ntv&$1Z!vn+M5CO7*X&!
zQzFT<nvQb8^WxtZrFUa-GX7zLZdsPHf@jn?;2`i+?z+!%X=7+?EK(4{C8I1c$K(ox
zZ8W~=mI}1nk5KE?%d6f5yL(ipR2!w_9N`3glq1@+yJ~M_{u<1RUGr8#`)x^5jMW@J
z&cVRN)aufb`tg0`LxIT~!9uG03Qhk3;t#g-uwU?`8aW=`yTou}sCq0)wg}0QjRpXb
zZQ5!~rJ^6_Ufyx7nk&1&&p93UcF3F*L`EoTi+pdSy?d@uAQ=vfBLeP~5w}@==|TYJ
z411Ig%*#FO;7C*3!bRjwH4B8RHq6#WO}RB-MC*PqMlgkPWllbDqInFl{eca4s~kSE
z2*@ZZf~xGk)wwf}Ja*w~kh>Nyal(6u?7|2I>*zi%-=PKR)AXvAOravsLgVH-Yg?4K
z1^nZ@=W)}qd}7Cse8bQz$&cUOE=XBLz7#3(hoRi)po=BX^<mR$+us3h0MS9UnXfIr
z7Ve&g3`K#Zr!}=L4DcB|^LP2j`k1AY!YQK?k-{Q}my$RaLuYihyx70&j_-ef?o9An
z#*^F^xrITOuRSm3w)QR~yn2MJ5a|i(H{;RKX(bM$Thgm&XD->`iE-(L6*NV?T}8ZE
zYDFP$Y-*tovR6^FC1uWUU7<C-M?&bs46A=BA8aPHw$J4eHu4D@#7wohYMb9wRAcQ?
zdZmHw8^jeA;*~gWUP4(tAmbmMzo0V$N@PcX-+B8a4uDhj?AAZUrfR9^3kH~ki0;9a
z2r2+gE;oQjE)!tCVqYIKu_s}VZ2GgkPhz(NUTy6Acx->6#z)K=!H-0bj-E|~`|?Ki
z#sZ#cB(!$4KzYFM7%n3XK4;}oc%Me^NtY;lQSHdF!x_We0istm{yp*BUN6zq^!%&o
zb?#F$fu}VU@<3Kd#YjuD&&?oQFYlQ|i|C2{x(ts3)O-ELH2Va*KN=G{?LhbwkvP70
zM4c7@KL_TzOX_BUr9!@*5evU%w<?h*+!WiI0*YTvh8MM{wYH=s4(?}<c~cD)R%`#H
zp?f6yHy>(C`d&MFEbvfcPi?|w%2&*9{a|oyKk0Iaa-WA;gdlju?V2!k!DKyQ-yx4Y
z8T@8V{h!3+(1e~CmAT&VfZ%++x&H7#6L%hraJ4H2-m=AGFwv2c9h;J&adHFVWjXZ7
z&{#2Q3C>2YUj9gcnU#2T4pd*O6U)O5$wAPO83lTBuCkBb#?CgN%o9nb-x+ka3xva1
z%^(Ud!C$a2Ui+`!a|WnLkw5~sv!#P~i7$s~8P;K8nm^!)3kq&H_8;glu#5Krx~tiU
z8W5x`t7(sBM{pEF|EfKKRnJdcwH=vX;xE{~)4KFTeOvm~dtruQnQPADm{cgS__f6y
z9FZilMWpM!AAAHiD1B1eFpx=t>vni~KBwcI2c?zd?z5x}vc|78Z+KAQVQDI$Fn01z
z#~Y?YP=!b0)|3d^oxe)#^tj1gEat%=M^}^^Cc2od)xr4k-xkLg(Yl~ND78lD<x~Hw
zVmRzJwNk2?G9)=H3d*;MxATo1jg^FK=PYQnc0T4#6Les8dW2~_ye@{_G7<h}qit%P
zc(}xUDJcu@#A!+t-jOf3EQbV@&~O|$fM>R#?EL=5U*%HAVzo|ilE9~E+dy3z0CtSj
z(1%l#rJM}d_x3+fZd+Ps)v`oa-*3OiBJ|Jf#2Q;Os(;tgx1I~!y>gj!{WfvxK7+Kp
zP@9{Tn4f1M5>^BdnHBMmtF$;9V63RK>>5*SopBmpe(91$ji+au{-0l+xi9A<dX%F|
zsSw#^9l__wjr9#y{>ITkP-6mEJh0K;<df)pyXiN39{5efDMh?A58k1)bOkCbr<V#4
zL$;{Rt_|gM9@;cC{VLAECv6v9WK^6rt@_3Z?)~3@GJ}+93X*K-I<xDQ&RAFPd}X6b
z>dc|3S<$#IP%mFeZ*H?~Ku4SEL=O)MLf1`Qx~zT^Kd=d%w3o}Lbg2F|yZ3i_r($up
zt&{IXAl}kVD~niu+pHOa>|nib47nYn=72#%oK`NBrz^b@N8Z-pHOzQ<<y76SwDH^d
z--7vL&<x##`ol?29i4Dc(fHDG+1qqjS<o{@m2{dO*J}`up)o?PHq`)JQ1s^QLH?#L
z(l>imR5aW>q4@fC6K9}4c?$d>eN{m@hWaJnjo#V7YL{L6tEs-*+Y>J=Df<LT6+MEq
z@W-zd6Q;#RAL1tZJx+d(wsEJrX?7%bIXfFY1KbJ}6ixC~>(rmnYo+d~c(ix_tv~uO
zl_;`=+3AO@W&c_Jt_8k&&P+Hb2HvM~BPg~zYrBQ!-HGYS8+V5F5x8bg>DxDCiEYP+
zt#ax&#LNh1=c$65{&cTu2nvkH{M8Mm%vAdH6FiUa0o!d?0(MyD^1QeWkHjOMy!YF4
za~p(l(aoghPP=E-aHf5Sa5KjQUzX6UyN2khg4lGP@`4*Z`PRv3Qqx`{Ts?ZJJ6dy1
zQ*9t?=Bqe3DqC<wdUKO46Kgtn?yanmhW$5@6|J$LiV)oj>^y267YxK7{|)|t6lgYp
zD!Kd2q=iXvE8*7DV!)l4V^*|@Kzoz#QCH%>Ht3DN>a0y>xjs_#_zjmVa6K!gwa;$D
z0MwJ$%(FU60m`c8E=Z>exEyczuq*vtY_rNz08F^~SK_8<SOU9lYs*#!mPl`jEo;qm
zm0a}urkdA~ccX}J%_CW!(w>EM_Q+0}s+}A^n0k)h%pDzdCfN1DpsH#ZnMxs9P&h73
zO%v21wkia2J6OUhccWQiTQK@2BTx-2$%)ZiA)7tdcX<PV$HeyZbW6E>_#p4oJq}bu
zi%x2BVq8=}!a09g@De*N?lsU{cUmIPzGmPYj{O1d08y%U<_)QTHny&G<wZ5KH`IsG
z&ztk<JOBtM^iqTg^<QJXUY;F{QHeIKk?uJEAAo!cbqamLNa%N_$onWy^akV{-C_ox
z{2x>28OT=uzyE_&P_^}@RuF<#YqqgN6$yf%gAOgF)QY|L>}_uvvvx~SyKcKe>nmzk
z>}XRnwxZhq`91qT&a>p4oX>f`uj}>lSx#5nG|v%c;^yW?65Q&RshcByvH7aw$z3DR
zIREjQ$KNJyReN`?yDDFN1lGhSapw0c1SIrJe=h~uRbkdqnD)-L)P70;7;DVtoqB2h
zzlN1Lud%wf)`u6K8%pCp^D2y?;8De_5~c8i=2=`;glm@Z#ek13`);Bijhn=4ypM0J
z3;Z0EaVhhXorr*4i^(-pcqD-L_Sq^uX!zGEB=t(fW|(%zTpF)#Z}*eQ+ZZOyXO`lt
z-QCi`qqgyEbgvS!QLH=PK`4cI3YZ!9wH)|bTr+Lx{rtyzb&a&{BbGPDhMTHi%YLq3
zHLJR<%xDzz`7_IE6`f<!^@Dq|+)pu%jZK!F<p*`80-p}68|8YtnXeuaDxNowSrn88
zm0&QsX)E^160>JMo$628rZsRyCDuA|hL`BkYtN%@8yN9rNWdcxrE>0FPJs^+LdvlU
zHu-Ui+%O_%1t+_@_u8?oxLLb+WwNn~#~_<${_Xdns>2|mE$=U2e(&-A&;RngWB#2`
z_By;)iVTUVT+6%fSy~xY-0b)rBPECFd3^0q_K~!Uvc)0Kr~c@cjfM@0f#Zw%)lr${
zOt5lo7C~IJUm+u?U{}|rBjW{xZz#>i92=BY{aa=SaAc^jRlkrBeX2EKaatoKdc8eE
z#3&<H5EF3wUqRylfMeX`Lx1Q!N?D1`5491heB3a&h+JTE@7Mn0+3D^uj3s)ovi}pk
zFtM+hXxT7va^ohYN$QPjTGMDjirL23EDkVe!h5Z`skNcvA#TpP+M~=n?{RIJjK^1e
zlet7nrr5l@vD4Hqqkz(fSLmc<E`+2!@kZ3bV%PVHq+sPW(ug;ES67*BgN^;IGa{|S
z4t*v_WW&N87Vw-oaAx?5*v*yo7h72Q^?Kif^?Rn)cX%Ih|L>rog2i+rGa<XGUy`NU
zATkw1{|Ko)ro30y{eEFoZn}1(`E=dEG;1mCDUshR1zs88fr2sX6wminq?Du7Iv>ja
zihjU+EY!~rBZWE(@<*t<*C*AcgA<I^W3rp@S3!%9cOGEJ-L%jaeb-6l`xD#66}M8z
z|LWlC#W@#zB9Ns53GwI9b%S$8*or(u+<B<)jgH{iOD2VyA+re?DR%iS{Ugsph|M>5
zQy9qn1fhz4?l|}}IIVefNL-#fdDInk)NgO2yXqbvzcv_$JV&Wf=a_pmzb8G^RIg9G
z?K=`)WC8g9@){`E3R0>Z@DW<I$0C}UbJR|b)D^0TsoaIOVF)p!<hfnQ31L%F=!~?0
zM`*4>xfsdz2!;+0{H#2A`=@xyF(pY!DD>WE0*I&H{iJKetq7gfZ|;A_NKS=~utQDL
zXE+%3_W)P*vt))i2Sy_<cli!GUru@+5DaMoiPNAoGOsVfsq%zP{T#N)Bln5hh4Rak
zM0)Vt;=nGvOVny8fi~YtIG#(TdOXt`Z(EMQ=Q130GfLVdb#KdgwyrRfIUDu%bCBX%
z<$nf{%mOC^;x7d3e#NDU_s0iy1TT1vi;ooE5b@1d8r-ie1(>+7w)nq56{|Bq%z?A*
ztR9V^=C<PI(iqX(lGqtJUhSh@O*u9cEj+?qd$-@En0Pmf{C|K)=G!i1hSsm-Qlcb)
zDkn1}a~c|{*q`Jdw63q->2<+HEn#cP1TP@C)p%(?plN1fyO@|`Xk=>s7ucBmT=T3T
zB2%u!F!`NVl{+(Q)5KmToz!XUKUteuUsyQrRSRCf%X27SAuYsMV|L+UTW3MB&hYlA
zWSI>glLE3~{_v9bVsSQuSJtV`9iiGp@P%H+9io(e*amoaESpy=!Wro0_$E|6&O0<M
zsYzjik!Aq#nvL>^@<1!wX{!uX+g>N90d6rR&Gx}8pvsYD!!Wj7wsGX9v6O6t#`8l>
z+(tYsY&??RdPKdceSK=9R;mh%ER!Z)_GpsE;4(g}R_RtI{t&wt^aCX>^v0P#JU%{E
zWzL;DH+_~3zis0iKe7U`LqRFj<t5dL7>!@QHR<Ln*sfT35|Vb9gou%3o4^$9{8->@
zFuld)EOEDE+f#-6T4i@(-5!>WvX%da%N`jgve*pERqTil&yRf?zdWchr_BCs@z^}}
z%l~y7t5dB_vu}U460x#AD6eXM%a!%nB8REk<>))C&rZ_XLb@{&q9bAg62)0-49##4
zHA{HD!6F0<U5isvjCveV9DpbtTIsAOKY@B~chUn4kcFAa&+H;O>}?o2>G~<>cTQV>
zcZ39t(}j_);VA{+^SHS>Am?7Ws*o#}#`8?kg)&0KnCg9Lt^kWn<noZ|U3$Nq7{@t$
z|8KH$b5xCS+uiZC>lw{WWy1Maz5fFxY%!x2onb4Z5Al}*YH#UleqGWVdltyA5~hV#
zhv{`653o9L|6T$$;3SZwL+ZQYzpAwHo|E*gqTr!SrFna~>8}He*oW2zI$&8*8^=Q5
zUS&!fE|WPly@Gd<Xko9+`uqh8L2bA;)W*KXmw82dy}LYw>52}PiG-fP4Pa?$y8RJ$
z=q*SDFyk!WtQuH2YG0DoP#wQ&@paPT>jYd{DkPK27c6ZmZH3#A(HY~(<arNjwUDp~
zeO4&;=^l|yus!IPIUQ(-t?!GyUZ}}?6-KAF6xeSN24l6O)hj0P{gK+%1GSy>x<)<W
zE&GnaHrGUq9|dEqrpPbdGefx||J5Nt`Xe&wnb#p)eu>xX?hbk6-)ZC!=Gm^PC^U%w
zQ~%Y1{1T>Px%ZvkV=RUgW(&LGn5a3jOq~102>8DcsnqB>HdF}g?@mu)BJ{^C1P-Mq
zL~a_({{<KukN=ErY5jg`LRI(Y2#QRyl#*%AOk*x}7R@`%<gF-c&;F9Nl#<mRA6)(X
z0y3l2T=eQy{n~^6P`$<jmlL6K%|%g@Pv*vKAtHH#8gu@?f7vch{)zt!bP9ZkJ>gFR
zgP=9ST8&=Bt}od`zqfZG_G|7Ue}SCeJt^*L%#q}ObvG3ZX7tIepzgh36xsg7<d1d7
zuis<K1%H9lqk~`JbE^iq`K?Xhem(T9#-p=>xuE~A3_EO|do)M9L3@|1&ZgmrWk`6L
zu(vzvq=-12`@xjdpIVnj7bY(JGnLEk%q8-NkAN;+Yya?VMM4~h;?m#%dvMa%tsL}%
z-SMnJn1kjoq2n+;zmv&Qg)6p?X}*F$47l0V(y-@C*h=_Q0SR9LI6Iy}SsWOB3dnx}
zFFTS)@G$;nUS4(0qFz@1X+;KHq3^2yce?YUn6#!;I2s7E5dzmGW4=5ASKB76-@Q|v
zed4l_XsbZEgAzgKJ-1M;KxGzZmNmU&MoDL00Fdkaqw0P(x344*LRIL->Z>#%gjH>g
zy<3Xha}1FXCfv<^ic5UbyJWv%S{J|0x3Rm2-dDcF6uC>Z2;9+7sIhRmhcO(ss5-n}
zshx52i~}u%afTeI@K5TzD$=N^QM##RymzivB=i08(4g#<+0mjiH4gITwF^mgAu<0U
z3cB7>wK>*m2}-9kyPQIvqaK2L%D0`z|JmrMj`(J}t|8Hx{YZAKq1-f6_NC)#1>f`0
zjG|14tiCij;zGVRj`?cz)sk#JTKCJjruu5IvgOb;4-0+Oy0ByOx8e|<qT9s_(Km}4
z(^Qdl_a4>Wli;1cJ24sTbYEvG7%pp<S(SyueUZ51By%vDE1~=OReTFWd}52ZfRU|j
zf~_!n2rrDGyxn75y=jFH5MfR7o{q6TDIk=v@LayNk&hvJ6g2GL<sB_W<6E{G2bG#G
z-C!1(Dtn<Fm9oUnV!8g7RC=f(i*w0HR())#TvKYQ6w$zJ`0}aPn{hLt$A#}oxy4{a
zz8RQXSG-UdBw;mqQNCNw-E$G>Ch(^Ot_}_OMD}ULV(4x^=|T=J$?*%T;(_ku-twwX
zvUd#4{;xyc#4G*MOreYy6soGgSBD5!;{pr0BUnDJz>dID8RrV;qDp>v{(pli{YT_R
zKHa1IA~$h3x8|75rrM>!W$YD)97n=IcLp*J*yH3F4@=aakkj{1>UHoN(4JNMC3yXv
zftt+`S0JrEKjDP*LJx7s7oTwq$vtBtHh=f_9bmi#<PMQc@H4&yA}6?W?8D|WY%ZH0
z`uVZR3HB?m)uN!S^4;`r81?W7p>oujgFu3dfV%-0_FloS+#Fn_)vW-5Z2f-$9)pn`
zpFwDkxF^h=H63(n;1w62v96%zTy2K(QYoNk<na|-^~OQl*pU2Z1>?wYMvxZt4C^bV
z*usK`3FeHTkA`OAX^LTfx{-@d>x9J{BN-MMXsv-p_KcpA21!&E1%$I65H|g!3#I~0
zs2^^a5hxmS#E07(U%F7EjD*DQ9%!eo!;1l<rJSCvegp4;jO;5`vsS!PRy?MSQmkH8
zk~qCzaY%^n?zMvR_yq*M8K2ahO#4iFy0{hBlPX{kzHMX2pb5@okMS#F$Q6ciJdt7g
zO5&sOfOirfa1Y*Js`^Cd{<ONJWY^5M=CIU~qpY%xZYiMGaz^)MRYT{@MvKL0M+`mJ
zcisn;&xvC>S3L?ErAK4gF&P3ibRwo;c$L8ir5nG+D4!Zn@`N)L)+OvP6r3NC8EtwN
zSWg6e3V4Xu*sm{fjEh!u_%TBCW7Q~ApDo2}V|MS{6S`nD0hOH;uaZKP-jz_Qg-cbz
zTJBabyYx1vL@PadQ{8g!D=4kI_uBdDn<*)or<gTNubF8^RV=I2)iu1id|Q(2YJQ9u
zBd;2j<fx{{2217jnr1l_=gDkR8d~3we*V3Ac7l5>Sg$wYA1N7~h_RwZUQtw;u6ub0
z%1aPGZmbd$ruu7xL}xKGYc~LWT0e4<V7sk5#G)%m_!G8mV`MNG38fDT5B$Bx%S^xg
zve`0M!mWY$ee%`An<-s)7pi?S>N2!%n5$=BOlse|hpRVz_1REDqBsAB#OZ6a;UkRC
zcGN}B5osLhjaAf#H3>(<s7$$^GKMc)uwdfVD!&hm*a8DIHu3QlP0<8W=!8u&A4I6-
zOb=G@&l-FHuFWumh6aUi8l(;w8&(8cXr9!T);Q&-?aefG$jD?L$~HD<Tuu{s;4T3w
zlP@|~mRQgm|Mz*~tE}<3^_3F;x^DB#ILqfRT^qXYO`t1v9z4flRLAlxKASVFnMDKs
zjQV_Mkwxy)Fww=Li9AEg-X_s0>AUy8S>BLtx02j5KY#9Gm@xLHv~&o6a1d3a8&zzl
zZHbu_5C8DU*rH6y!kE2!$8n*AYdonv=873k|A9xQw{e*av&?m<fUD*6;O8EFnVBY&
z$Q+E}b`{B3E+gt@X4(}ODU4~<O|B?WDGXOe5gi&HcrxP~zx8_u0hP2At=vfP0FFJ^
z-d|E+sI;8_m?)tpoUc)vF~L#WKD)AITg8GXRm7Ie)2nJjYCh{v%a)e)!&|eZooabA
zKjW&M1by!Qvqmx$bwoK!vldB|3P(j@IMV5nB`KkeL8<9E@iYQO(sNN=8rWn!OWuVf
z+w#w7NA~6{zh_fFiSa)6qOn@oYn}{|p28AzO*|>}D}uxRd-6*sh>@Uh*mkLdd^i#z
z@>$%UGr1FGB$!{X*0ZkI5jvl8YuSAIaW3h}bb0vBR1S<D%@_zO0I975tSg`%ZwDdN
zfM0b>K1}KbDz%!wrmC@>5!m{ANRS9^wP9MLU}Sn>YkDJ7Zw~DTAIS&Wm$I`<!J^6d
znH;r{5`)cWOlmzV*K23Ospa+tv+6?wOR3O!oG(qwPk<`icO(aSo{1F)hWe?YhjGMQ
z20EkQwtZ?+6Hi>BGe1Abie^57KhvIBmkTw6^>mY5{{qD$GwM1#+KYbS3A)|0P;g?T
z*jqsC-h?xqQMXQ4kl?h?BoRtu>rmidK0PBcyh^ZbW+s3!-pG3K;8=V@oQysVLh=-f
z-<4Ecx<uj_`Gyqs(C7|t*+}M$&=sjKY=i$&l*0!8&>k|?a!aBw5gIYbopIooPa@9c
z3iK><*>ZrnyQLvQeEy!Tfd57L)~%yK1;xhHoK!A0<Rcus|F|bI%vK|2Ac!5FseVrA
zpis<)NTDLT9~n5esK_IA?p)|WZoz`XrY$mcu3OJ!as`WBv2`5m4`0+I&d~UP!8sb#
zS#Z-gXW2v@%xmsWKM{OZA~Q?}3#6?I^$-TAhpF9Yf<vb}nhf{h28Mlh<wnLEg}P^K
zT|T-ga?Wvn`aJK@K0kL*Gqqkl8LgAiCxa7!u^$s{8b5nL+8dc+^q5%AaT?{wJj~Zy
zNK+Mm_S?x)wzo6h$&%OQ5&wNrOj(srJ_Zeumbum%p^cU{MZl<xY$)Z-`R}(*UVHsB
z(eR~4VSXh#FREodQ`+@Vac{#?ANP6m>@B`usvr|C9efX}l-NAtVBvJd3881)Fg077
zEog8_6~}38(8glXS|Jb>6=Bg;cFFANhi2<>EB_`<_Hmzy3$IR>LNcP2F&Qiv2UYFU
zSu^xi9EMf6tx}LJhZG8YCoT6Whc-Bp^{SjFv}|g}GZJB~TeEp9@6&=`9x{u5e8b|x
z3a^PXRvZ=3##m0gFS#0$Hfqo&o44g?{BYdv?I^|!)x*`m<?0l??oa|Xt?(|(VZ;fd
zC=chAdDjo@*F4|8MQdnhzAwp@$(6ZtRfA_xL4P94JgW2pN6Li)hc>OCBhF4xNX1QS
zC}L6FNJ7!oYEZ@t<mav1e=bxuoJJZr=3Tk!6z`g~VgK|s_@bM`v|(xH)BFxrnn7Rf
zGZj(s&lH<^#YRD^g=PEq|IJpsv<Q7~`7B=<NV|*cy8F;%*FYCYDFy&!Hrl<m$i40M
zgL^tFv1pI9;#mhC=v|f>YbP-tJv4-i36eYbdTM&nIP2wnX~&pcQR&!Ysj7`!GvQno
zypxX1KXj#VZwr*s2_klV`LyG3tdxOo3GCJG5g#5?O@MbeAA!K7T$pzMCRYCitqZal
zeBLtWr^3)2IAX%@<T{IM6ul*@dj8+1tJNjVeUD4I=}N0u$+f~Y;*L1eUD4}t))Au8
zf_jtx8b9Q|d46|NV4HKzZ1F{Y$)(aVE!wf9;eq+OG)kHoC>F94Szb0TC=%U2Q}Io@
z%CUYHhG?b?Fb#Fb(KE6$<q%xuZkY;j=Iq$ECXor9Z*-h)=2;p`$ZD*_Jy-UzYQ8Sp
z%2c?X=jd4N4j|Ub`EaNq;8~_plZ9*5t9FOAC)%gE)sD`p=_%muT*`ECjgisbgJ~Jn
zy~DA??z_1*==2aAhr5TI^`FNl{`oBy@^$Mk@S<D6j_I6jbXdP*Fn@S(F-Y%RKEcSH
z%jhq_rsf>_1d4}T8ia=ns&A|Y?N{XMdR<cYQ1zddANK1}K_YV_XQ6GG&T@Xt2v2}O
zYK<hjlm;dqt=w0m!fXnksvYlXeE7j2-v%EbAIWnw%u$1jmd(v5YBtF;XcBFX;9tPJ
zcwU;WvZF?q3U=&{SGYp&YkDwm`-Ul|X<=7KMt$RHo9-|Qqdl-MC~X$uvz0S<tTN-1
z+fQv|W2@cMGD!1`mwblrI6*MP+bp@I=>_@4t3X^541gVj?PqqvCyE_{Oyt%uNhGd>
zCA{-yp@7@cR{DYw6I>2%GzhswTm(RRS|_;xmP)RWb8rMRmOXHXO+S#Kc9R2;pH<&F
zia_T_LD^%4HUIF5XiU;k4=IJh+uodtVdy>EPR)hD1iPHUCBmQ9{uL;`^>{{j?siLK
zK1GEF31elYLIv#V(hM*XckYNv8_2AiAu%XK6~+QcC3L6vpX{H>1f85`P#0`$Y=-H$
z>4O3T`C)Z7K0*Uu={@6;Ms-nIt~Zp9ZW*a~R@#%WTxHRBqhG~xefxR8qD05o@XN(8
z?$I$G*64$1UE}H5N^5VP=GBK!te@6D@=6<bg2&!7LCyA|IH0BN*&=vYWfk2Wn3h{%
zv|eO6;O9_r0}y1?m^4N^w%%=MFRz-&)BAk8DVe9<;Hy=;go$eDEhe)IFI)_9<}%U%
z_a}#nrzMUu-qhO3|1cMyhE-!2Pj$vj+cU#0PS!zYdX!Qo%qx=_VpUzs+f=`AdA%d0
zq_nxrt1g`m-uxN$ym(YK^esjX7Ws)oUPZ)4Ei%kNfDfsXycjDoB^-1BW;le4_e7GH
z!@rj^zURG__c<$CK|@vMesV^McE!^>#>GvU-(Q+~-Hb*?Bg-c?TdmooF_zWtXwLH@
zqiwoWfxkcyRlZj;h*g(wk=`d~j#|GPR>2)Fkb-X^<j(L7%^E;s3z1d(R4|DqhX~Rp
zkUX2aDGEkdqaW2G<qte^j~%B>DH!YPNKiUnDck-H$E5i>QQE-j{}fN9*EkFmm<hJ<
zo>?)w$b?9Os~VwzK4g4VTaES4xFjT;EU12-uj03}Q&EUK`}6soQ~iqzSDkW~ik9xZ
z`^>X!UO&;Wr}IPxq|4tK<3Pih6`4J9L#i{er8Rn1m(*`xq64CD?t8N%A$GrenS_qj
zaS4&+AkqSYo9d^4@a!#Q3^IT{W9z-iP`6cASY<X%3hjH+T>Gk`r7ES_)sQ_{^Nq5X
zYkfgVS-|zNw#V6K6ZE)8JnLo>7z~Qx)st+$vZlV5hYn?z)W5uULDZCIRlJ5F{sLH0
zaR`mmP@cfun%K<^@#)@y7^NmLYnp^}c&JlejA)#7uc$LD_7!x!pwxDX0mQC?@T0&J
z@2ZiT8!Sxz75un}yId<gvl-FfuhKn*msyvgIGzPZakr)`a(6{81cm?pn1qmNs4_0j
zoKSDJl9GB(yxWY@&Pdj_Yhg}+SAeV?gXNO43*D51VNC#q<0{NP<uD50TS(K%%DM1K
z)JZ17#B{mn_=N7adWaGwiD7wKdo;xFhcK`Bh+15DGwN8RH`E!m86T#xv_z}p3N<TS
zB=R~vY9sQ~DQ6@?-cCQUR$jkq9u+M&Wc;zX?i(ifmWWqoY3rltgA&HIQ5wd~+~{%(
zPgLVxrjd;lq{_8D<7;Ck*o=D1Y=UW@&`fIf^FPB=J99^s27;9KsgGoI!)(C>qoT^D
zTwpi{(tHjqmGHwToLsj?zR7v$^J0ptF;0T4$bE}1hHe(-$$4ci&#&U>tE;{=Qs0Sw
z5`A2C5p%hei_4&djD&ClE;DY6K`Z#yO;$X+%FYSJh}sz@`sIDno8|ohLg2dHnUMi0
z6w-gJ($6Gj^PKyK4|nUx56$`g^Yk1=u!$_cb-FZ+1t+E2DeiUy`p=;0>2))S_3<-$
zeue5Mzx%eUDidrN1V#dVl5NCW;q)F@F-CmXemVzJ+^m5n)mb}R0iKgfNN=OpuUk;;
zaQ3?;2D_AyixB50^!q2q_u~a`_q~6T!u}DPDcB|4<<MJ#7^2M`ftg4(^dfMwgiNy$
z9z_*ugoER^)&hk<;pEOIVIBpqzyI`o)cd~bl|`vY71}D?d^C;c_6sn%AU#BphUz+A
zdUJPytadIojor~Y3&cp{!NJ`}8QAvM?!vB^4zK;bfm}ALWYqK_^m9F#F{yo#%SrU|
zhOKQCIX|cgn~}8TtsM&CDy_VkpS6N!NO-+(%v;*|`p%7myzRKxna(Vi1;H84XVltV
z9@MpBO!r?vmBjb_%<|FU#SiyE_Q_ShilPdMc1aGpHM*krHE3q&glCP1sDyO*fEt`H
z!Gxv)_1`l(PBDq20VDoYl24(aX95#NiwzL+UeUn!Vb!mS{^#_1s@T2yyVc4pqZwxU
z&?_-Vqz4P0FjciT+-rJu5A%N!hX77)4m^QBcZjB_u_S21krS6+YQ!CvGt4ah>=wfU
zlKrVB(~!`SIA`GmT{Dsp=D$Bxf!bzQ4}CIkHYDDfFktZQ$wqpZ4^+NKV?Sv}&8>rJ
zMo$5@@{Hal%#+K+c?5?23oNjnC;R=Mf`+)p$gE)VYXp40F0qaP$qYlZBM=rh#JuO3
zJnGVg=O%M1$a4%IAwoOt*g4Oa{D&^Wn7cRW_Dm9+=h7Gb#bcichinV`jg|Bd!DJNJ
zX<@7=IN?aBzHbxJ28c*Peu0`E+pR`!E(6-!GtWj;@=7Y;471zu4ov4m5R(CFn+kA}
zBu=`%&G(&BBXezqHCH8mw?p3m0{$LI!8<bR1AU5hgw++>Mm+?*U)b;#q9b(cqf5a)
zAMu4ccn1+1=@>nr2_wYd9zl)2fFP)W-AGQBmB+Np`?rr}X+EahjWT~H9rN#o^(F4)
zvRIaH0t^|PFniRiV`b%FbJD~^$1PvgR~c0@KF!~Z9%|ngv34~V%Y9)QkH)p*ikc+E
zYeqWUMLG>4`SbU|;0;(W4&yIu29l`3BO&1FW4Z9-$0U`P(}f$A<4FvvFZ<Lr{(u?o
zCua9-z1wd-X#$yLBKx1KuN+EGkLvxbc<VA{tpf9E&4}lROI?>3yD#KgHv95FV}*3#
zMA_cCk`^=`b-`lvKhvawWMe0*9OuKTfwbBGl#u5!L3#)|6yTOPV)rY(V>?_-d-fJR
z0A8qWZq36x1FDqe!j>G*a#i-l@%QdQ`vVPLYXR%gUz^<CeVBK;$~}?ibn)K{M^UNc
zrrCe)D^!JFun!m?Gg_H8b8N@ug`Ho*-4Sb-xto<ixmHVey67llC!7vH>}R0-Yje*r
z2Z`La73b?t&)?DAwKTDQU=-bAa?cVQi!qF|FP<`8?zw<==`YhW2fHJHa{+=l((b=u
z9N4jYOleiF_OP{amxl(Q>C<vJU|fE7$N58KBx2^$Um*9?NBrNJ3EvAHeN8oH4?n5h
z$;xXr9ajyD3*)iAeZ6vk>%9d5p%CR2*Y@CHg|+u(o|3X@u3~HbCl-TG0i8ZCY+j6o
z$=Qky0mIdX(cu?uM0t+{#gYf|_Ss|pQ>6@ACUD(cA5sMD9ky+4!{M|X3F;P&VL*>j
zwE@U4+Gc&;nDw8sf9nT*x3)*Je?B<g4$U)dv8r&Iiaf_%`fs4m`7n;HHIfNuVIGY|
zc_qFzk*2!cy6UpBGTZBTjc0PGLYa-X^5#oHFVWSTC?TV=#tUz&>h?&xCLgm!>NIVa
z%~DuB2BFvg1T~JduhHJ=OxnC_YyNJPHF=>v6K?V7s!5r_l!25UOSLd@+yt9hqpMA?
zy;4v9bg4`<@n&|~DVlB3Nuqsv2t&q6^P`zc%5ZmWu1;3s{!^}cVf|t)H&m~x)?ey<
z%Y;}#t_;sa2G6<AtfXlMR~{a{ZjKngT_a0mnc7qx%c{g*xbKgE!qWK#9G+>!$fs$}
zBy&*5<JLeNLeWdqbdsEUqcBKgWQWn2-=!o;V?lD#RLTEQ+A<m}LCG^bQ)no?fEofT
zI4?>^bo9vi?1lOzao!95Gf$P%!VBc=`Qdb#356ZR;5zoY1$$O^x<SYJ`9ZbF`7mI)
z_rKst9)hkNUm=&g0$qgN0F#Qmc$k#0K>zs=XL^b!#icuU1;Eo5f__2k!tCAU(7AE(
ziFLLo4hIP*XZ=5d*1nM1GkQ+L3C!EJY6+}%N9O=AY|Y9lyaP|LAq>pq|3<Cchq03z
zjfRMYNJTg$#-!1f(PWl&h>?xmcBVl5iHNTs)RZ>OcQ(nB*cA##C59&?PYiGR1)oM8
z?dP|2Ys4dFeyv>K(!x>|(*SXN9A8fIJUc80;?V5Fp{EU1Og|@esN$E2SWSF+>Z%uo
zQl`hmzc?)7!6cAF7PIjcR0#)Tk%Dm}<gG9mg>RTafca>6+g>qui?(XhrZu8qcU&0s
z!}E9q8Pw{zLp!!D?0QgH!5Pot5JC=pH?U+<AV|^j53>gW*Rc4RH1>u2YO5!yXT;MY
z?)q&QAsh+BEh2()`YFx^{Bi7TZ7bph{KvL@1Gkq=G=tX6HHHWTlluJsj&|65m+~7>
zYTA<83T(RR>5RAHBoT3}-LQWDA(*ZUl#{!8mk~a2b5K!?8A#_F?hm9k?(CdD?A#Wq
z%@iah#6$AGTPILR_;^0`KykyrKu^BfU!d`-{+|zPe-`J7iIP4d<pY`n_G&#Ezm6Vf
zkK~S5fS=z@4n2<@KVGS+puRpA=}=#L^yKH8v*nLkGs9g}y~eHJ>FmSfi_yF^lWA+2
z`)@;XzkI5$Yk%S$dzsv1$@A9GMbxB5#`~$#<i8h9FBqcT<C`8<hBTypEXeMV_bje<
z)-ZZC^{BYg+zHN>Da~^GRqDsBuW^N?($X?@i-&ifH=l%*wwOMs%(p-Eb$)2oqVO?o
z^g0{H(%fuA6n5$nEJ+rxLUHgiKtrhR)dyb=C*2t5t}A3tAWeHezdHTq6u@u#K=O(X
z3UbgLPVA;K<O~q0IYxp}w_=f?LC9T&?f1q*qPwIWmCD?~k9}qkp&skKUd9cuxzkH<
z4g`d)^S+)txb(QN=;Z9&N;({;q3R@g?|zF;MvApEqy_t>&H(!ur6FS>dcQ%#W4tju
zW7he-h3eSY^1IGSXym-aBcs}R^cpS;!^4$Uaks8`dJ?JJ-1&6<t<`Pm*4NQe7bLUR
z3kw_#fMlcAHC_X^(ki-36UB6ha#1O1Fko%aC~?XiI_~zsDa*uip!=txN7Xw1vrg1a
z)dsZEVJ$CEQgXRYeF+*yA<hqLSw8qvX9H2}#?M#CY6e5K-(e~&9#@-YSywCZY)Ly+
zl(&fT7@MD#T+aGe^hTMG%$k(>7mR5DHxmYTjm0VhGgT&SC?kU#!ex~4o8dA+aL8%K
zGnORJ&d*P7{M@d(z9wtz+ySq6XF7Rf)m7R6O)M=clQui#)%+hUtVm(O{cU-E=L3t<
zxh-!mM>L>b{w3qfJyQdwYP&Y0CUp1hYAu{WZ<+z>HmRTqCh<K{Kemsb6e>qYA;dJj
zD4ZUq74pOFRtaF$te(tA@D20bvB?FCvf8m4J0?HT@Ekb>TN=z?@OsU_A3YCSu2Ahc
zAF|+`0D!GX{p65t+>Dwe=)o&Ebe2rbAN~_-%LkZ1y2G%Pxdfr%0kU6Q4~c_IEmxyX
z_s?rv0VXa_dL-_dR;O4{cY=+-%8*Jlijm;Oal<`EKKwY&Hl{ey-@+Wi*_N(2$9mRp
z&uV1kXOp5)Q71sth>twwizjk$E3R?_bg(58mk)CT12<W)tA)aLKim~NR}92Le#`hR
zDfTONdoS1O_sf%zKSj+(#uLKHL$p-I6bC;Ql_f}jI?&ts>sXv7e+-Rt;NJ{PNE~KO
zZ{rk54YSh`VEd-&z#x#2gQSU6u4v37PlQF>TAkE(1Y=|TC}Mm+_<k^ad1!%S{BdjM
zSO1{AkQuGfSDkyS4LK|l<de&QaNI`5=zTkL;jraALY|`mZS`kz!4&b~bAA8#oZbHE
z+FYTaAa%u~m%SxvaN7ZZuRnqHBzMHKfJ2iUs&&M9Hb99(gVh(-b6takc*XFJVV~s-
zdXk>W!5suHJ+y!U-?AxPlHl&K*J+1Z`-a(|0vqCKA?W{z%LTAx6G%L;bp-yu$VTNa
zfk_TwZ9=Z3?lxl|KQb~o6i_3%j^3n+*<)9OJHjl0-R)^rMmgA(*jUxLYFK<6Bb=4H
zuyF`-Heyu3C+WFFS%+~8Bgl@CbJRF}Tm}b-Rs_oi8Q^tl1PKE>gQqBgTn=W1mk(Pk
z>td!Y!gXVVbry%;j^Q8YMeqbOC<`f|IHu7Hs5IfA!{vVOBHND-ftUSqA|fCHuUcg*
zC&6}$Gd!IU!7aze&NNJYiXfp=>_SpcQIU+U#g_x@M=M0CTP?gAo8+-GC1u*{!fy<#
z11E#W$5=vM>FGUZ6E49eexD-a^Hc-W0x=tye_16ym))#=Uo<@db?Viz&`JC9uDOB3
zBHpC|R3k+*v}#a_JVumAuvNM;!`}@}&5?(!d3qP~g=-!hJbxtQ5tE_et6whp;JK$L
zj90Kc-Oa6XqGNw=_FM@Eggs0h&3;l1sx)<8we$JX$(018<v|~Lf3KN-h$r%BTPMk4
zW%YneSzXYe0QN9!m|{Yf+yrQ=VGj72ZHVtOR=X0<CZsf8K!A3rUU*_m8x^|wCHPV&
zop4v_)wdQ3m`{&<-~YVUZDM)RA|>j8r=TTctGcARq-Ij<p6R*y2E1xEn-DySd6jIQ
z1nz}#?eP+Nm>~__A9;GWX0aL+O#l`wA5M)hZ;edni~~l<!>Os<U7j)kRLFCgDA@Gd
zdn2qeUc4(6N$?qvPh6rh_<vLkZfl5Es*bW$ST?Er6v%q7u_$~j*VxuIYl(}a{9mk6
z=sQQ_R{GWtTs91mii-4F9;~a}G(~ds1WEwS;Q^z^p7f{?Yys}n-U>mbOY(a{>gpPk
z!FQhLA4*M;|1n;dl{u7E#@-sGw`NPudVex7cNp;SiH=AaM#zij_9d1(hCDpVR}D(q
z6~fBr@doX%uhQ>LO3NDCqb=n2=GHY+b!M-7ea>@!J8qok;f|+u#FIi!@_RV^Bn@)-
z_|mY<$B?*LCSiS79$-4|m&f-N@fCX2AGMj6|IJspyV2-c69uobwD_c)5iAx`{6Mdz
z>Tcwi0q(J>w5SKJw32McMEKz_n0Awpt8wN=@Aul+(%fL>NoiF`>gv$#37UFeRfO2(
z*_8jrZkhrIgjC5@H*DuhCceD1?Sg1?NpVTvpi5)Mo3E86mRGB+=ug9~2s*D!g&bEe
zh&sKj(8@O9+!&P~s9|K)^@)!|o*fTuiPLh>;&V&X4pOsjcsd!5_g?>CiL|(2`Mzd%
zEak#L?yHcD$V};1X)EBi;9T``8aKnQD2lCljLWgWb5dnxakEqB-7-fL15qX4%RkpI
z*H2z3$L$SaroQ4!rN_#Hf`7}G>#HlR6}CDJK2xK*E*LRKh`XGj_t-_2Y%36&h)&<s
zW~M?j^aH&vY;{&iX6SvUs^<fjEoR#<r)1+YxuQScWs;D|s1`$35b{@7)O}O{_ENqb
z8+KP-Wgg<r3Lci8tVoXtZt15+YwW;s2fn5-Gt$kW=$UtzSNQoL3CuZ);vFu@wA59A
zFOHBCag#WwttcKk4ahK%3cs0!eC!Fc(=+kpo^ccBVhZC{qq^*$(dhAoo)A3SS9uO?
z%|5)`E#aBS$ZrnBAfZ9x<SN@Phc@4`xe-5KI_y&SZtgHAh?_N9Rq0L_0P_R63nn>)
zzrbcGQ<TGzM*Z;?wT`>sYabm3hs#JSDat5=WlE)w0rb9#=eZi;;_R*7`#WdS$Np#1
zq`Nanc}bgiH4bPeaX4-%=k#NEYf7L{&oLjVaCx0j8+&KbiOj2PR6=sg$i7OuUb66+
z3w_!vf_r>l`oas`m7mhUVJT1LbenPUyZF3UpXcvci8)rb*JSnQ%1A%LrF_2~AC__2
z_{GX7lP5YUO8sD&dK5NIh)s?a42%7EWrGm7f8XW*diz7q(h5q-4*vodl{Q<?O4Ffb
z&1q%TED<Q?^cHu<Cnm*juP|3mC?8naXQEj!Zx<ZBli4a`WVh5dRNr0wiOYNN(}F%n
z9rfqGk4i%&4dbJ0r^sXs8LQz<G|P5cI25+d*G*ezxC+z#e#g)Dz3SOp?_(kV$%3-h
zy^NKq5*RN?&*e_8!XSj;l(<!qSR-33m`Q*2GKmlP$-kULSF7oF{4&3UTJo-1a?$ba
zgf~k6e~%}~mk+A-rzRPstnzi?^skykZ8G_p)-W~Mk6u<@k3X<{u*c(QqT_PZSRIil
zy)MHf+uT`UCiD3*zUQ~h;yQ(^U=@6A>g$=|R8Y7jW*cK+<TJyUVwdcA7FR&t)ztq^
zSrKso7}SYE`pD%S;SilSbE%SyGlks3OOXsiM=PACk@b-NG@#$DnGK<aXItkl6vn5<
zbEg(|45u>oLbjO;H5Xk-W;57tE9&|qL1AmluL?Q$SKT!?0r$!uVmzTHenJVWBWgf^
z4K>nj;^>Izf5fk5*8|yQ?<ib6)U-pVcLIuyxwDecG#I^+KglMzKK}Y&!1qQ!k}V)f
z9}{#)lvN4t6vv`wew`Via{B#~g@I@__9@?PVuYID5+}igsXG-&VCYEj*A#a<vw_56
ze{F3e7D8P};pz;+!E>5Vn)CdRUoL*JdSx#u4hM&fZgq?fE*&~TC9FOvVm7QpyZkDH
z^vEbqJ{1LrMs@*01Uv#QPmR!ny6goC@38&SI41aTQ%U(wPSpj~)rk{YXw!4?pGnzO
z1^8GTI)w|&H9*4UwBhtxQTVi$T5ni|v8<)jb*~o+j;@W3hajN6Ajf-pR{45TTIG5u
zm!*(yY8-vYx9*;q)qcJi4xk5Fute4h`L+#RM`^?}bc*ipZ0zn&y%9VR@zvZWXg$u%
z5%?a_+UgqMnCI}wOtO}U+v<>u^9uXaG<q)f%A%QCh2puzrP`W!xkmhPS#>gQ(wZgN
zSVLlOwn^$7OaHjl6xptqI+{hoy%w?hY|yR#G>4B{K#*V$Nim94iOb=iwMdUA`0_E#
zK4Ybq^o(E}7jY;IO>&Y`8P%s0HbO~V{2$xdPD^Fa@GVcO$RdyK<SiTDkE*sUmB2hb
zd?#EyN|uR;&Lx_Ca{Br5#luT?zgn89>f@}dD*|$#BL{C+qPKHRh5GqmyBP9F!^)$l
zpBgAm>$ekSjcZu;GT~)tIfE3uJe>8rMIOZ**KB1u^!e0VD%)|}r3vpcG4!YA(_}I6
zT+To)HbpB+8(>3_d<#WKa^$=?yZ4AD9A|2=iO<sD!<+K;aG}8&R!)%xAHPL0d!NK3
zjbj)GzRQN`%iM$yX2qC<wjOKZDN+N=O&=I>7D;6+cG+w5zQr<Yhg|x&SMl+Js5~Jd
zEB!Bvu6JLc=>GZF{T<tXW1~XKm#68kyl8!N!9+ooBjpV|CrMrDhbAhpKHooDaZa>W
z{|d<J+emO<=Z$BlXLk;dFWA#YFwCJgpAHuMQ9$R%F+k#wGyH=j{)k4|`PFP$UZ2<d
zAQihyrcJKp3X1FE@Ptgh;{!BG7KSV;lVGSEwi?Kppc~0{;hh*nuidaT|A^@|Fq<u2
z6|G=n##mi7kCctxncn=hHi7gc2@|S4g!=l7c7)Vb4yV=IEE7_6DYQ0jzMY`pQXkm=
zp1yk35`4v;5Il$|E9Ff|O?v~xjHZON@C4x4aT#3j#}CUJ$p3uBoxbOlJqUPbChavL
z`%Xs4Wwz<fG{_{xRLwf`M$<QD2)8@XnnsiytFm4Pi(<6Pi!qMiUO^{doo5tNi0i)a
z)K2Nqx|Owa<<7d$@{#-Wf;dTdJt1!A5;R7iAGBl!p13btGEN$zv^(xew9ps(oYLpz
ztscBB>u>$=$HAyH0;4+j;K`9GuJnDBTc}jsTV+L`u?!+umDu>?bedvqb`slu4r$fw
z!sbg!J-+=)y5Jh*{1}oDcB>!Tp9*nHnq%<aUkx)D`4Q@O%%%46ci?Go@i<lqm{#GW
zEPvTLj_tC_+o)A<Qs1vt--xYpRc(^}^xhvgebp?ETV)S|hx`iX)bwExM?#h^6(v&Q
zunu#AOV0AA{RzI2YVP5T2u(1H65lhTox`Q~ZJGF;urV5>#fF@I08TV^zV~H!WgA^G
z5~7TNnnH+6I=7k|Lv&Xgv2hDX7x{u9$Jud$X=nYqcrkI<r7)tmMoY2`mx-e|BB)?b
zJr1DGR|u(i3h5{12QOno0{=T%+h5@oG20S8J0D6g3ZD(qO=DpRZ{-^qpc@$%)}<2|
z>Jbxpn%ougD`{UXzYhNq0SM1*DUzQ7xdJCgfWG_7=|}ou4qbwM^V&P(g*V83rfXOS
zsNc+`Hw^v!39FkhRu00zO<H*Vzz;b&JJv9ES5X3=yc#E2K@JUnh8XZe07eN*RR6^K
z@C5)tjz7=;9fnWDQ(=4+o3vFhv74*{e9~`?rxotRCparOY|^D{qDRK1p}{}EUG9A8
zQ5F`uu2`2$_KYJhibs0*o;%37`>Or$q_nWUq>X^T%vJys^&`gi3HY^!D4nTHglMJa
z$N0wWD}oOI7Nbf#&itjGfp2Q5iXE=LD;!vRjSro-IGg_%g^Y1WBICpY?LuOJ$R9V6
z7f2)_`Blwz{La|{$9`Xp(SYYFE4xT1Fw{N511aF_59dtU|GlfC^`(1-f7@YGox@$%
zV2+P7Lcfaz4Nl+ndP4{%Av+L<LEp6`^)}lpzx8*1?0?B-?+Dqc><Q-zH1gSMRZ%&2
zcW8m$dy%VhJZBqPFD|pl-LDW-aFRcqKm(JKFk9|kLct6}(8$@+k{|FR2=qC!Jq~Od
zq|~+zCd$tVgAbupwsX(as(8@R`Ow8lCoLdtg;}RZfTJiN4V5F_=mue4dl#&6=g##^
zcxhhDY~>oacu^-gpE01b{FFDG@GOJcRX@`o*|}<u-gE~B)9fAmX<T}Y>fJEz2+yNs
zV$lg5dse503i3ci<XiZ7j_1ikPBZ<VS%pO`_YKj;cQg$Dr)rUXx8iag?SFE2DNYB=
z*P5ds5{@QM9y|<_{?|$K!%sieu$V8>)^urQhc%y5P9I)$W^Bj3l7P}@p}~m%NAC}g
zAE$~u%jfl0$SiA*K<;Q&nX_H*qA8PwSBmMPbpeMDfAaTsMRbJgp~#qZ!_5{m4k`Y}
zCWhPIUX?&`Y=-3lcsJM1F`y=H8$(n4ce-EBn-M_vK0`Je|De}T;nO;@lI8l&m4I)1
zO%{guf&T?OvQ`@W>FrWwXW94(*BhaMB3pd%XTtI9yHq)%zf{-ET5B^}TJ<*Z?mFVg
zE|WLsc~!|w8isaNc5tbRVr=ssAv22c%geR?_f|jly`9GtC_b;<g=9y`-!mW)nwjkd
zneDmUqpDYi{=DzvOIKzezcEqaKP5zGe45bOoMl=())-w{cITottlR+iTvB_Ox^rTm
z!%3;Q2J8+xJPLXIhc|7}J8|##MN4I^8+ShVoTBcR8a~r8EiKJ#$MFD%8KnowWy~DN
z0XkFe8UG=ndij>b563H2Xa61=-p)inJ%m?O-+!K|F%v+;mBr4(IS*x5-od?r6riv9
zd-kR0$~e_27T!CiQO$kY7g<b-apT*XB_LcE2cB0^R!^U!&G9Ru<AS#z`UQ3bPZ0ZJ
zkTI=0w2k4w>LfjMA$)iQkQV?kSkN@2-4ab+0hrrlx7hSS;KiMD^I4_sZkdne=w6AL
z_$H$$Dw>Wf$Vh?WGIDdHQl6DszvNl0CcAV3I+=TiJcrle$n|e1e3lS?m5buEh9P5K
z@x%rMBl4_zXu`XcFO`A6gOmudTkPx|w-+sLcj(!!rE@?%96I}*+3VE-s*2j5nZ=_B
z_Aou08&xtmi-NQ?Z8Z4SA&Qp6X{XM_sR>Q{!wVJp_;OTc*yViBkbZ%U%VEo;*hTF2
zlMhC={pt)gx@eMLssO;aupeGGG^2-%BZ9sD*&ytUN=_V9U?}V=qN}hYC+Qd2hOw6^
zrQBc;TH%sF%sJXpBia}i?W`rZce8c4U-1xhpURit9zZ(&@*gW1f*B3`iloi_Vo*WY
z`1ygl+8G^(E#y|hz|0B|vf?1X-bg3xJK*kfVfD|+3}DAJGUf}GRs=N#|C>WPPADA*
z5>&m|wy(JFSG1+4rbc!I=KoMc9FP3wQtJT$i)UM!VxgfNq&?`#`4LTc|CFUaTt)s5
zFu*i7)SurhsMy!_cuT&pr2^Ex7iuNmp=pfRL?X^UM!+dB-y7U*YOA(g9#|L^iD>Zz
z670GmM*`bo02dbE-UP`lpvvBM8(it(=SKQsV|~fX-3%k%Wp`B4DfPpA@=&lzE~fB7
zGce3UZR9LLq?1kls=EQ%*=LB>@?u0iH@p`rjOLyU)74va9b-ic{elk5r>tIKL@Bci
z2d%6BZu8n7c|%xrWf~qKLdEQsoS$j5B8K3cTzcbMseF-yKk5AlEgSay-FiteHC9qR
z2cOV@K@$1ATV!59pYuzX=uu4j{s5HWy{sd(VsnRL;z^J7Y&;rKqk1ZKeLE8j4Gp`g
zf^bK)#utd5`N64<D&YhN4Qhytv}5(v$F5nKu`*7=riR7}5lz*0^jwfsh;WY>vm7&b
zVIjNbPWkOhcT(zcG=}giHN3OChZ|%N4oJHDb&-`0jXhafE!8I*#%4kG>4T}PDID{G
zqX3|B|3r=}Mkgwar?H#yht#!GC&7-a_y45O-N}sAseF;$ddsSmdqY-C@)dz_e*Il!
zLcoUq`wn&C+R%45>800ZF;=DJuKI=+6N53|Twqb%Xk5wNG7b~=#(>ojt(MBeD-P<K
z>al$!KRcPD8f{}IN3Xo+(PRH`u30RIFk6n5Ay`<Y*!Nky8R%G(Ezt@sszV88n5!~Y
z85U(jxZ$*t5>WI3uY7x^n`SSGP6ByVa!?y1iu~M?ZeVaLoM}<xL2|h*F>zo4LF6n{
z_uCs){+@`^g(&b}LV*EZlI9;xL5B9~nYY!YxJg5EGwef?+cEjn2kW{VxQ5xZ01rE<
zx7^|CkJ78Q|3oVb-A=gs)%@eeEwnY-*mP{l_WHX<89`{7jI?<_IDCg!<9mJNm;OYh
z$-^CBx)DJ{PA;r|aQ7K)?)Yc{5yJP&W2f7TgY8YX|JlsC%ASzM?>0)TVD7z-mbeY!
z_v2nH0mYmqC(rK~*A^t&kj%aQS9L^4pHjW+!9yPqpuLhRRj2w&H|T#O@rP+w9|z|J
zwA+svMSPZ?`lO9!G?12ov+876H;Bw}&KVgk0Y-c?CR^Ri!Vay9b%~wdxM$Tk`yK**
z-fV;eq7n29J)Nc>m6S?-aOGMC=~adFjU&s3&n%-d3zf|i8W(Z&0?%smMP0r6!lm&2
z0WVP-Y-IyhSx32D<|V0^=FX)W^dlKZL(5nG3RR-*cRH6CN(XT`ckOva8%_`-Xy=9m
zTbscC_N_v2fo!n;q_i?5clY=8@s4I8{ci)GdEnu{SvXK?Nr+fr_t;i2Fm}X=p`h(N
z{4Dq&-(~7<bAgKs@>}c`JPT$FPv>|alNQ(mq-e*juo|t3ynrRx0!Bvy-B98`15FxR
z)xOfkzVD4Tim4CYRg~7UwPx~uDX)JOjm+eglD>#bSu%6!uVO@^KYmp+!+!7WbM=oA
zkga;fb^dOGQ)H@ROLdOLU4NI6(uO9Ps;?y>X+KoPlR{kEgH+D*lDa}U-XeBrvo{xC
zBod#A^A)NrGe9DO_jHGdEq?*tx_EkI*M+t08Gno`?e=|2k-2Eom?e3}-sZI0UGe_1
z{#aLO@DrR)XjESEpv$B(-CNi4ruL}u(`_v;*OHO2C4I9Bw`s#6?{AniCU;T&(rCmx
zHoC=x<j`+@wB3q=;Q1cvV#3S%Aq6c0RZ-ZUjzjD5C8|7^`%V5d=KOwcVf{3}j*k_t
zn`2@fW2cSSb}Ofn+#?yT^>739Z5P#+Zc}NTDj8Cm1~D<NI`v%>x;9aFuGY=IUVX*-
zI-JV`x1<we$3Slst`;|-G))wyTmB-bM4ix{@B0{yVjThos3I>kO^#QYc1pK89OUEU
z@`n<K1bl~gnKylsdRgNkE)1Tl*d;b$53FK@{#=e6JUvH#Y1<FKJWpy>Wm<=cgWdx+
zMKhO#Bejz)aI+AyE9M9HwGi}4>=6%LRUiJf!p~W!ARh7+&UfaPkY?i$f#-&Tt1hj2
zkxxm#xcg6*Yg><hck-3#vJNmh)P)x!IvK@u11aCypZsB6TRbne(mE_OAtu1}<Z^Z?
zAw({erqQ3yk+H=cTWshS<JZ5yyVDSvyb%8b;w0PV&UwN5I+*jJ16P^19M1T&MgIc(
zZ>UF?`~xiue^V#gX8!{IeEI+Dtwy*_9|@88elOWFiaCJi?RO~}R3OZ+bA8w;-!SL(
zAw_eAVxBzVcO0jJ{5_&ZT7cz<K?}zll6lIOgz1j%Db4kOTmvvjNA>_^mggJPMdIUK
zHve)X8v}W=;+&f}c(gxCV(&^09%gT*LO`s(36mfVx?qyuoH{4`=W86ApI*U;)~5B$
zWKF<kl}++p_&6Uclh^L5pua8ugx^ojL!K%LL>Vd?o>Ww%rxOn0(B@7UoHIzM{Z{LJ
zr|4jOzFNdy)zbLk9TydCzzZ^QSXC;#9NirHubc&Mype9VFthw`ikKc-5M5i;`F<yr
zOOGPyz#%7pyqwC$@XAJM+=P{y&AB~YE1yKq+xY(|I?s4E*e;BRASf~WJV8Q8P+F}B
z8asBxUL90xwQ5%EE%vBATKd?vwRG53yF#m?MyXIEMr~@Z_Rae(A4Pumea?N(b^R}<
z*CRKJzg5-O$ktU}+?G<Ud*)r)f7J$MtsN@vwRhn13oiPuoU*2?HMuSGTD;m>@}7l{
zwa2Kg4Lr4263<!j{31b{pMO2(-=KR8u25Z?eQCB2xwx#lCjw%%?JVfcY@Cc|NHTUW
zA;67-;$~KQu`Uc9$GR|0<v#&J<0%apHudEt?=DNuyH+`84UWq*8s5OG!>fxUsZx=d
zW84cF&8(6JWzLW-K>QI6bU2rua3})5c=z;H^VoN<=#d#os2%3Ss#|iB<u4#H+9K%b
zLo{omKR+6wf?w-5su_9y&b&(Yg9W*upe8#a{Q8Pn1mmaC%S~fELZ*RhC8jjgU1Lhc
z7t#TvYGW>d6Xtb)gD?bq@UG!4CINE+I&|VnJ{<bC*`22~(79JXM~7Z<5Xeb#iz<25
z6fsdIr!A_P$o-%DB){U1oL{W$#YWW}TII=7zCMMwi-(Jort4!%8!jh)(WXsawK|NV
z?iz8kiMj;kv_{jjrJ58atePoC(4)-g?_2qM3dPND^?z4Vx`<{u4R@F$Q`{i)zOZP%
zB)`9ar%_5P6d*%H4$Jh}mP2pBpFb*dVCc|XdLB<g1kVDTrrQ?t#8~W}c#{k<p{>71
z6}6ZlkU~PF-_Xv@DfQkRTA!tgXh&*cNwW}4{DOm&>S>gl4D}1(RdK1*xKFvL_7zq*
zn_eeiS^VZ@E5Qo0OwX{y*>9`9#VaERS{OSU+4}0x-}L~C(${R!Gy!?(MrFUP%1=Zm
zy4?Fqtq)zzz4VP>9I*KaqA);@Ts%r(CM=beTU*y&BgRtn2rh_sCPWKkTqYnb&AaLH
zXPYu&Y5k00S2yMBX@ewh)_f>dX5H;w#r+3(I#c}y_84w@nusHU^3`i}wZ8G!-CVX|
z*%^K{V);Lf#K7Mg@z3*pby;%oSc_wj6uQX4=w6sQIZl45wzk03`qyyPwZxRfCNoOu
zmHjgMTw&74LQ)Uj`6>|~iT$cBFR4yb9!@wBd9tjpWK=0-?pZeASQ7pMh7aO+{oQke
zdX1<pT)@x@x8&YTL5in+kY}(~L?o(t(*0~motAmf&p}6baqnV0#OCm=gt>)YdBeLF
z#(%!6h!@R?exBgn9Qb}}N5}EKEsgcaJf+I-q2ew4_mT!Fttvb+n<tywB0N4_R4dY8
zAX8Z%auz9{iQM3r+-w^VR~FENYy`9U?H<8tvCLfEF9ME_4@jJy{=Wp}xTe)1d;%K|
zZ~G?$r|D5WnFxpJl{b@oU6@IC5u`5nviGKpv0d8}*vC#JdoxXD0@<C$4Ztdt1~(Hd
zPR`}_UOYWW*j(xFrwr=uDGQ2#sf`q>T>_8z<DrqaO%8`jdIJg@M(R-tyR=jElp_A-
zFdae(<Vxy=n7tIL-Q%MW#D(Um(g9%(?$P;2v*BYW7h-p3dD?U+_I?SSogj*mR9oJb
z{Pf^pPGs;S@QJAD=<~Fb{Ryh+HbN<qxl;`6Eq#-m13xh@Y;)8iJ44c2rVt{Ccs+Cr
z4-vr=0YtJ7rqLGtyYz78Sp||Ea^>-M<`3*y7+p`CukKIOky@2_CrYKLaE#t@1GNm=
z{^^*;=D*#<DfnA`Zv$CaK^u)-18#7&aYd-!j7mN`j!#2wcITs4;)nqu)z?VQOtwJ5
zNm9FQK2=#lDRY}5fbAoQJ1Fq*bgwbl`u$eQMIm`Q+-&C-EYAEA1_W8APx1hcD{XDR
zM+@hF7kM3fjnZf@ZPjRc`qKQvy`1UfUL8t6TImAwpr7Ef0UKv{b0J(queWdZO+wBT
z{0Kf5yu(L<9PKcqP*Nx7pt>BGz0rKtpM_7lYo%<iPPrQ-Ha!*1Ha`W|e0TVE?=$!4
z&zE`v`&G=w>d4XrP-4uzUxncFuO;bMuRLT|!cyxc-I|2)QuG(-M4yLvbC|j_J~Htk
z)7Qps4*Ot-De=&b_5c?0b`tvsV*=NrlRcq__JFD)(q=fatE085Hj?`<^bN6Axvekc
zE|*<<ODOk=5g*O=wft7RUviJJ{<2K;=Zp${!-M7=o43;xoHY$FEBiSyBkuJ!`u<c#
zR#2kJiLQ{DhPBDn1CtopA}hibUr7z;D^d+dH$SPgXP;KA97Ejo0qT(p3BTNd<w4VC
zX0|I_eU9H#<s%bo{uGtG!Ayl(n47n`UO(1K8|AG<A}cwgo8zWgB(oz6(wa|B_Iiqr
zEgXRc>w8Pd3aey#Wnb3LY+)@ZZ$2&IhzkOU|7;LE0O_#W|9JYFyT<ojS)V0n`5xYR
z6`NOS(QfS?DuHG;d(OpdYG&rmn(uC3T5kVr#?EEy;HtCpf8`}EFN%MgsDqiTHJ^Sa
z-!ZAQ3zfj#SrgK(UU>yBa%P)>wotkS_Qz(*7Ozjgu_&y%ManiXE{a?*$)32@S`hnr
zDyDgH6hZ6+t&I|$CkkksTeLY(#r}A<?x|krWlO0p`LC*lxt@?UsgHN|9+zuSi?2Se
zV*MQD5uH*j8r1!4sw5fZP}D&CzcPke+f)6H2sbSM&9#+qtTGe@zpO-*5{a29*C(gC
zpKE%T)G)dWvo)7}vwZE5!@_%@r|DSQW$Jt+5Ch1r($+H+eb_qxMB;K*-DqS9@TrHD
zPw8vP{rfOOWp3IBDa;$*n9{V;G{ggrLiIHj+W2{l{}&?90j}sHNS9jRdqQrW*?N9k
z#X33E&^{vVL7<B}gk1VVxUma#Y>n5-hGZ&R2bJsS@xd2D-xE<(JCR3hFq_g0oWRl0
zOcAX~%qRPAq18e%kpNF6B8}A^*rO8smh@pIeI@C9&3h&VLhUiydRZP}I=}}~{Q+RF
z5ZndOiHif{3Awo`-SD|UK89uWoZndK1Bb9-?>zT-g&fjqa<llXL%X;=GEa-_cEUFw
zv0kxp4pIi*2fmiO2<PbZE+VjbS9YbRzqxoMPrIU!+wrs8UGPw{!zB1yn*p78y**o3
z!KebHu&J$Zd(Z)j9#d9FH~mu1Y-c0Nc>mZP(=1T%Jlluqs_d_m`a|>f1r;h#3Lu3f
z_d{-b<tTAyrn^e?-WPxV^Z||#N(4Fu2+<zdwTX$y0PygnAJO%#^cuT&%>qG>#k7(J
z=1F|i(M|S%xch3H6$ZPjTNAxNntGZ4>3({LGZ1z`BiK0lNg4!3WTxr;aU3+>19mWT
z^Za}SpF743FoEol#%;8zj2;pEV~_*MzUb7a%T<sIeXQuSHSDE8f`e7B9q;z(en<tk
zDKaqxx<cp3n|x_V9bJ3opALs!xG8y3d?#c!w0{!13rLxX+mx0;iQuLeH<e-5PLF#T
z{oy(?;$dg@dJDk^V}Zn#lsq7ILGfU_DD-1sNNe!vE>xw$ZZ5uG6)=#po00<o#znFb
zg9|2;()=d3a{#++XNyMmXb{3XUhVCy2k&-XuG$;Wv^#8p<MI4VG7wA6N7co)rcz!6
zt`t0w@?DxJ5Xm3x+e@8=sMWRnM8v$|md+jAkX9@BX@ru-Xz`_qsFdb+4Xt>JnI}ce
z#s+UU5+;vTy#YFNNuH|{g33M0sEHKW3Zv%TW!eU~jZmg?c1)T@BYNF`hG>=OrJ<$0
zlLjUqInW!2^m&!rlIx9kLst~ICLJ@0PSIex0T~>(@m_l2EXYAwkub5eLY55NIuD`U
zC!3jh;jY!paPR`5pr@YA6L-`F>$n3;jo&_0*6O)oabwi3thGI(QbTW5LtWCUzuOwC
zqEDdNwqSS_1uABg|DO(%nW^`U&wtkX&KgkM-OJlsWGpgTBS(@|*fFbDZOpeM$}>lx
zzpl$>pWjpP_}V&@e?9Zj>rt7S+SV97WQMTULtc{wMqyTf0uOVTnpURiL*_)JVs*8B
zx@^2TOf#pO1{uWCNyn!E0npHc$bl3}V1~HLp}^s(5pLtgwL9zobXQmF`|ws8TjkYU
z!hhzbvR4*A8?L}-Ja8+%s&6-I5~QugSs3(KE#~ynLm9!bY?qVPXQ%gG7HM8reD<fH
z{yNp9=c%)in6_TAJ29(LzNgG#!vEV;a5ld@=~r!>5haRd2&7TdSYFqvi|VV$`4)WC
z57pLxpaFG9RMT^(0}DN#=v@`NtS!(BKcw2AS+pN@vb`J>g+iED`}r&{eN2-~kTn(N
zc%=z#{`muCeXTIW?8?clZ_arD|I1vSzW|=XS!OpMnf7VnOBNNvW$~u{aT1Sx#<!Qg
zSy$})Rkum8UNxMNw|=)OunI<um3c&z-5e?PX`T8RBK4fBH6jAH{O)_>TE%~_>R!A5
z){wli#p}ip9d#h=lPx>kZvwlzKRnfs#34y;khk@ClV^_*03<E^!3HnD2FZ+6i!TLe
z%TctPzkC$=wJkq&>E%^M$%?8n`?3fM<KZ+n+jX<7*P`&Eg0z4M_m9_-z`7G|`!U5s
z0>tn4=9ajfOr@)P2QZu*d!AzqzCW)=+!difZ#crDf1KHJyt?`hUP=J41DF@t(wt1k
z?>U#dCazda)kK`n>RAarpylm0Trc_j%XDT!TQT3Gc&JRmQ9?o^dxV)zAx&c6#`SCL
zb^l-yR*R<FgqPZ1>tAK_${9)h`EL!&c`22lQY-oucWLmGJT;bQM^)8zZB4rU-(@Iu
zY84hGt@x3QTjp45jad3``ixN||HH~MmTO48m2pcs!^@ic*=`>UE%9rUVfp)2O}U{B
zyo!|9SA5GJ(`E*^bcVq+W4%d=W+N@q+JEPIlH|>4(6=GHMJWV2e}Hd=KV)?r>x#L_
zTv;s+;Ep5~8|BJ9>~i}|F^XtQ#4?x%Shs2|_<hOx(6TWEr)Rnz*6PAr0cU1@?$ay1
zEHs?>`K7$l>x@&&1JOjKr*7Y4e+SK!)m&rpGhMx2nN^e#Rs>dg@bJUb;<QvleLO46
zK|#6iHHkajl0o{{!#V%_i_2!q+~0LkDM~{ZqH~fL55>2Td5gUKO{NswiT+obo_)W#
zBJZS;Gyax9MUDQ(%RrSYph|<tG#x@3XTQ^P4u8SB>%+>fLZ_4Km9$PBrkM)=rRYh$
z#ga>o0ETS81;O(KsnTNfx?#)8!A=)RNt>wLzX1Kp8dUJep?-?uvkU%v@4vUsldQ)r
z5+B^}=j6u+(HVV4c3TaPe_OSjz2;FTDR&L+UGfNz)zru}{9Yx^+M36Zfu%=vYHqG3
z%dVs-qjuOeg;g|xUx?0M%G=LDe#LiulA_+KhCp$Yx8ef0E}qVtlfl96N}(_N;Ly&&
zj^c%;wYRgcnj)L`X%)U{I$!9#=MK+m*Q$^?b^W%HZOv2B9-~?Je3!b0Thf#O>#i6j
zd>S&L#%ZkL&p^R*FvBJ&f!%kdJoFfb%E$O~sMh!UvaOaA>SA>Th4|}@X<zc}P$dGz
zlgHr;_s8TJuyiKTC7cEJ=ja~Cg)l;?TQ@r+wVc8x=QDwUnSj(CwJN2~cu0D$6NaSh
z1P$^Lst2ie{*ps{;afV4^AGo2rN%Ww1m>t-*mRkjv*-Tv201yHOeGG_N?>@v_M3U9
zH%L;*M#vB@2A~C@km=$RBE&%MXNO5f>ItwWC;lC<ssh_@uKC(P*Md_|&fQ^vLTdWf
zv4!~xA0=>>!O=-6^qs%89uM4r2lN;4XgW0MkyFSZMj=Nie9QQ4r0t;k0GT;Qi58FY
z-fx;Ek9pd_;XoNw5vQ6nTHCTx&?X5oYHL1XcAmILz5mA&f=nW(19ApAY0BBfJde9-
z?Y6cKZ~6yN9qkAnHU|tkuXjZuuXiz50q*2bGo-~M@P`<2#K4I_BjUKY`ZP_J1~1J<
z9GwSVnx+TN_t35M6cFhz-iR@%!x#H>9VWTrJLd~W`A}3h7NQm(VlB;|W-aCcHEpo@
zAyjt|9@JQ{H~KAHi))$fYWNnHc>Fe)k8Ou*!iVOlCak>h;he89SWkr>?QsDB<pzVf
zd~k>6ey-#<-YUIXX*`rSd7JS=%j%njO1s|mKWhCeqW+n>>0-friGV137F~K-@pQiN
zWfgkt4NeG0Nm@BoD)(vDY%QNZiTNaP$?)0FGKe&9y2%@}BHEhis_ZX#B(Nx<K=C)A
z@8dBnU_}vh?>B!0=cvJN0QD~*I-K2`l=hv=_1(;q8?jPZ9^+Ry|9O-4%!(1~t9aV)
zUL=bA9GNl)tw@d@e~NcTf)1pt{evrExc8<R)N6HXtL{6jiu0ORE6okbJMZ3R+P1oW
zN!AyeeeC=n`zvs?`EaV?QVDDLt4h3yt{F2cTWo29<o$EoB|I(S8=sgU>VmA&x}d$4
z#q^Xir%#Zc{Q<xDQ}P)=rfZ5mokVlfJ})|AAF7UBD}bpDm?{+J8ai>)wbf8c*6Ou0
zBfH7)Uw{SgBs|rouiK)fx0tR`=M%%?yv<^#z=9sg8AQNDvTXv`7z=H6E?#=686@uz
zw!0D#e1qHoK@LxU8hi&78wgm`g(`SXm_V82CVG-_j{$UK*o=%?Slj-pDNouXCdUmm
zb)E<`-%pN14H{`k36|8??IevuQh^S=GIW%X1Y~{!DpH<I$jy)!Cn&)BlW+su@BxOE
z17)BhlkE0TpuY=Up4TsB&~<*VQCOfi+s?_}FoTZ5EZqM{mG+dc@85ol)Z-h-QR;Qm
z;(!PgPQ<h9AljnZ9JaY4xHixL@y4IH-au*O6P~<70YULtWmFP?<C;@Xf#OaTnC{r2
zX9w#2>oTYG&4O=~rneXr4=0TW4=d3<3hkeEZ(}pQ&6%4}2pH%`1k5()A8t0WWiZhE
z?vZ-G;ndCx@y-Q+?(7ydavyxR&r{{Rs_@5bg`X$iHZ^_Ka&X%9j?)sQ%6o}iBl|_Q
zO!`K2*%A|M{jt<o<KzL*&QTapv#Q6XV6$FEzLk++^h%L?&rLF`u}M(BtQW1bq;f@q
z#hh7Vb?l2<Wf?oNtn8*o;X#gwQxoMa*JMt5CysI!|K~5@t%4Z(h+bDQWWWFX{bC@y
z>UL`SUSiAD-wm=USrczf#K$FVRII_wcUiIQ-)akm>$9pX85pWU9VMhhC6gOMn!Ze!
zsV-@Z5x*3?7RdU+qERDQ<6h0A8MU_V(sDSQdvNO~rYTRopj*5xcZ(V1e02J;8N3{}
z96XTRnJ%EWImI%cHkv~%NB3-wD!1<N0|HWLs?SHhD=%upV&COUm?zyRHY^)!`=P&)
zRaaA{{@tQ6UWN6?gC8;sf>+L=9(sEy1^^o*c~1fEhKasf8pFbx_7E8lk7SlWNF=1E
zIkbI!+-&*0-EM{F)-QdWSPT32FK*GXQ<BvOyaIT7>r+-{En!I(0MkdpqCzTkB?VL-
z)eHL*rX1puqK9Pb^^hm}N3^JlKk<MvD-n$?aA`U}XX_Fmn<h<@fkO==jZ>^ycnK(>
zD*M3p<DP_uNro9Qx>Qs}hE1^QYl8=&0>6IWZg;Hwg;$c2QK_g5r^}0~>v60^Y@(1s
zcb?fd!9uP%$PtK>#7Q=$T~&(`3qs*W+dVyHY&m;s3kDGkdF(HH6Xr4#;Pila&d~P^
zQ0B8ojwzB;MPU_Vyq_z4<V_R}Ezw}iZ5F!3pyzigD<w=%GrnB+0hHBpvSvz5Sv6X_
zPgJ?^KkQ-0P_Mc-F(WnpDdH|-#hvQ?;nwSdg5sSE+FBh<IXqn}spTml&7mcbGfCsy
zjVD63EZh$J3Mo6{ap-uFa6KN-rovguSuZlPjTFEHD(pxy_L#%j8oMP8E!+MDh}dQ-
zARUy^UkVET2&wXOZ~(qLCuwO3QtLAzxdSL}0DMzCmLo7jw_uLc6q?kPNxjUQW$Div
zZDwlz!Q5o6m|ZrqOt7~GE=-3SYv3)DI8ER~NL;&HKjf-%X>$`jsxkHS*$WU|+Eqc_
zKOOBqa_!#n;UmCO*3Y^6ZG+++K0xKp36-{34RjCxN=3Y5=(x7~Xv)}|>o*mjZT{ow
zZDW>kugWCSx@nZf>-C5<t8o2dc4bO|q)P+43h?@{bE3c0{uZ*N{MTBB#}OSsLNXN2
zssokLR#5;UUJs^!id^!m`!L4;U(|Y_txqu%=U1fw7Ux(q?omS`fLX%~V5Dw>q%6|*
z!Jla1M=9M1XD)@A0;qyBH3b60#Q7E1DH4Zr`=t48Q8USbA&M4S2Sx^SG~V}s68TT5
zkruvaL$6>lewrDvO|eCgl8>W>hTSJwwiU!7y9FmuwKtP)ERapaAV=HsP0^m5In?Nf
zl!z2%&@@ys{FbVXW+7?ITSPrS=?PDUYL5(q5R@n7Sf&54m!5-=zyrW>8>se%JBc{b
z_?ieWzbRwd9l3+rtk2Dy<eA(GNLnNm1k%!{6>WV0%R(@j<3Lheo`r_G0_iOc+p@}+
zp45kkMV#XhTkzw|NH)D(*l}E&&>PhBHqhhe4wK%Xh=Ul1`v)gP=;D+3pW+E*Pp6J)
zI6zPYs;e&ObHaQ;O+{>d)nQ3(N>>ZuG|tQjCN+!rGyLgh;6#Q}n{o$~HCXy)O8Hbu
z!NW?y5CB(qPKIOdp#K2C{cy`@ZWF4oUf!<kAGq5WGKVsr*q+~6P^95=m*In2dDONf
zYQ60;A!n|4*<nfv+B*=hv_TLIz+RL-;iELF=j5Fo4tnA?8;yFJDX11=*zcR5*b?EN
z{CmHYTf<)<dc9|!tA>F3FMe!SL`7hF^EOauipSzHs%I~s#@i0we8V@XbI}}q<<Lkx
zkT3az!RF6LUdSE2?epD60N)mvX+(L0YzQ)V%nu+sqP{>06<}N1bnP(Y{rm*9$Ao<4
z0~C0OLW%R#Z>CeZF=3z$Fw2opAm7kWn)+{(63`{?aSYl(MYPE1q1$P_Ei66?C<5r(
zgB^R0_Eh??%K}zAeYm(tlCIRcPUYRBBSxKntR>9wk!c!f=KEDhPK^xpQ=GIqpTGj>
z-_M4|;U!kzKaEsYJ+`vkV>Pr7veB^eFT0#j>CWh0+&ETRCTV8v1{H254RCvNIyg^X
zypIrJgH<^6WTGImH0l19&YvG3P{IN<D0D_uxyNJysLuBL_^fT8zdtj~{rlaDSMR1I
zIVo#_Yq3=mx}Mc*k)<E44Hocb_h5G%IcY0c{L6%=;dqPchEKybo23=!eJ^5b3tID8
z^Ah7+GiGRitVz~YU{P9$WuF{8v?H%8Z_YoB_N%i=EdwAlbutY=+<jAq36r!^=gI6)
z(V@OV9hOMt+?pTVIZ1YWG~rB;?M^i{lR7fH^!2vsgo%82>qz8}Dt1emj?&YQuI7eW
z!p^MVXD|Hh_Zz<9YfgAHeIF&zSzf-ic6xhtBm?{GONz`o(HDNfUP&}ZF|avui#HlM
zFmwS)hYpy+ix&YmNr4Ho9h5F^fS5d)EjGYOx##{)zvt0<GCFCLX1`bY!yi)JSQ6Qu
z&VIc*u{O7fXnwV_Jg`(bL%Muy{V^CgVmyL7#r;4E*{?o1MpdXCMm_!u_#Ubz=rqDI
ze)GSwtA1z6R@O!E7V}#RYpaiGF)vx1pL8q9mA@F|KXYeef=bKiK8cTyB|mePxGT9X
zW&ZBR1Dx(%_xjSBVl{kFNsxK;ARAb6iU}O*eW1y=%b^SioveMcZ+fvaQ@HWy!CudO
zjq&Jke8Y8GmwDr-W0E_eatpmk<EK%DW|0FMfPu_qfa+N?`QMAX$>vp|2aJn+n>YEB
zlI*n(_u3JHg&~4Hy@hS5f_tAN0zkyj?60?PZl}!s1-O4cFRZJ`caczYh~LXZ391>x
z;-M1Kfas(Zwb@MSA6mb?d3e|>cu_&fQCQ$PO7lBQN4*tbC+~6fj%TiH?;IcWF9wX6
zA9hWt<^Dtih*&biiY)>dLJW>%Acq7j2npbJVT+E-4&<LoDFE-YG;};g&C?%^L2B*L
z*fNm48B<(RFPSnWW8C;d+HaQFwM}u(Gy2BI$1@oWiKk&BLrd7`#N@@dr<6UDaNO#L
ze;kR%TMh*HqG#pS8L+1UuqE_HqJNrvv{KF7H4vqOj6~|%bsBkjPwVXHWpK2U`uQ*m
z<pr_t-lRS&3tW5-RL5z2gfB#kvie*wBOeOm4H6W(<i0e>;r=~|`J5b=#;YwV@@c3_
ze-(+WPS%NNBW9OPE&tTW;<j4XoNqwaO+jhuxRA9`m6rlE;*gBJ&RMS?P#S$n?A7>p
z+VEs^ydm374(4;fEVsYe*q~vizk0XKt&+vu<4rEBDE9K#q}$fc_!!ZS<$uR7Yz)7S
z9E}ch+h^n(jEdUW=m=Vx*)IC}WQ}xq*Hu22-ZU?Z2JjgC(6<<1;Z*zjL*I>&xuEEW
z=_)r4H*XptsGg$X9u$1KqI~lGXJz~9S(FD2QgiKDt80Xc>g(5YOI<EkuG6nM3wjl2
z{Cj@oRh5Y40kT-PHuAagFY8Pr0rr_o&97q2hu3b78+F6<6Ye}Ie&&2HR0XDIX3{!T
zdZ85~Jp5W)9JMkqrJM^m%Yko40ce30yVF|sH}|+0^5XgC|4&g*p7!M807F|isJlZ~
zRoW*T^64!STg6SWSy_Jpi+)yy9U~^V+m+)j5~mhs1!do5VODYGiB>aL?}JpG5J%{Q
z496UW97N#4h3mLg<kyia9+p=g!jR^eVpIJQ6n*{<)jbC3lP#Zh9T0;oV^mPvANdk+
z>Z_AmT1haU@T$)?{qCTGSGW3St;uAqMpIiID>wX({{I|b%r?nLv!atQCs(`7WY5sq
z-#es!#;xUOV36LcFtA4n>qf4)FQ%_>2Taa>OTH2K7ZCL#yV@ltoU!$|@VV!!3TADr
zW>}FCT=tXc6$PuTsn%B$DwnFI?DYMnmh>gab=cxtIb35U6x*?4#PL|!n+R?_74b4M
zxuA740G$GyO(U^OE0YjCD|d3my}(o^y@4nud+$gvI--C#1Dzna7Y~nUTxRle*z7hj
z)5DLLlvbAM!OQd{ki2Q$@P7ER<5g)an8Vgz>5NOfEozbGj>n|%`*ad^&I7!UMn9Cx
z9Y2QZPAd%M4r?U8pUmY$oIGg?5ZKW2<R(m$Jf(G$-(xQ1WiVRXQ*f3(gK$>+n|<MV
zQC;Hb7OqHCQ-ok}o_)ZJyq(dG)Hov5Cctz4wX!Yq9z=X2nCDPsSDJ&#*n{*JV73_{
zt!pnG{0KKlPn+Pea20xx7z~y<Y_ao0>Hwg^HZnr+(|rf8U@k_Z?eOcGM;6%r-&&A}
zN%h|32(IbB054G2-cP_l-y<ZjZF^H$Q$$9I+GgyDPKUs00%y!4q>fS8H*wV2lO_Tv
ze)QlE`N!5**)`>cix>W>bNqb$eV`|Z@GZ2e2$GpD|J=#$5cCGtBuF~eWfnR-(*gg0
zq{-YIS`<g7)*G=P`6AUa;>okIA?IrR&U-r(*sTk@F_f|Mq$7-aG63Pr6bd`%la`N^
z@7+KH|4%Y$;>-x?Gx9=l%7Fg@>fYf7t58V;U8<CVxzOmtBx4@)6>^LgJkQ}tD0zK<
z4puSP$AUgOx&ZyoKg>|pxJW(ybAs@u=a`Mwo2G^sEii1NxMY-$3og?g?f2=DQzH6G
z@{HT)mW`x!-7?jVa`KnOn;}O>=_~z53$VfD!@bi?)FhS(fkqk`x{dt%<wdCDNJzG%
z`B?ROMz%IS3ukQNJ9f~Vv}7pU6+^FBO5h`NP&$K-PQb#PfRp2$`8s84g$;)4NXtk6
z)6zBB>$B2GSP+w?)JaLnj{GDz{c<mraJ`!=%#4*ZjV9yHAUq1Br69?npj!Xxrw3-?
zM@Icq)@8ZG?1|Qrxc@SYEtQg6BKFgG*06^ks>?L9PJ?DVM)!NG=zPY$ez>>58h3VK
z-sNnSs9~pFXQ~uujOTq$Bf64O{jVJ#B?tDek}+G$Pz5T{Q&8E(QY@}jD*d*9SgNt9
z@!7%5yut4xj<Oeb4lFt<0hE|X3j_R|WX<>CL)6Gu6`fbFHJ;zFcrJC=dyOGMU(Grd
zc|}4U3`(nvZWg@+k+Xbg>AfCSTQ>E4TKqL>+Ps#}BF&=YB_Kn?5$VVfA)dfP<)RVx
z0@RxO{sJlhw5C#}YZ$e~uC(T<Ov-u858_};X_M<buaRzc4IX!WAcbqZR?osppYr)f
zkyB}OMVY?4_Bam5O4ln}#4Htk1!*s7^{k}fN)>Iyl2u}1@iL=~r$qr-xR9A)sjR6w
zmwQGBp*^|V4H8m>a|bX9{gd2EoKD<y*-y69I11Vn;?!uTN|p_TJ$CKk-xDGg@+ay>
zr5<o7OrBjKPkS!Q==I5@3uG=*ZPfzA#JF`Qk5%Rh+evN-L!DsWxf1~>Idp&l*1y5P
z)2QVX`;unwW0#>TFWwalp^X$$b{6?L3^f;&kG0`j#`f}D;_Z46I5#s_ytuOE$h7N~
zf3nTSG5z?SeE1h_XI7a0Lu~y*1{_>}web-LFE;&R(LvmSVyh0}HqPxX_yJMbWul7`
z8q7(Taokltj{j2x#>|tAfG-Lhs5^cCmlj*Kl`r@7hFr8ht1DI3e{IOKP8gN2t}cts
z+aJRdZ4|R!s?e$?&&Ye_sZhz*R`HRMEb}{`U7V)_uJpKn#Amfl1=-OEp$|;O*(1ch
zD%lP>Mokmh2G#oy3%zV1J31^~M?&qpsLA9x-46wUOd#w6%zHLplNJIGeOt+4;K{+^
zuR^#TbGOFA!WsClG{u?l$=b%y>_2=)Sxr@zHkMr!*;>-&P79MYD;6)GT!Y$usy}me
z?iI|IU*n}DpxzA^Wz!oU;vkU(P=cK{D=R+HB7;WN$9G3Cib~R(sYjyWNrLD1{%gNy
zt>;c^CuA!=&wKQd`L+9}m&ZX*yNo(zDm8{#Q}Y*5`RJaRFI#=m&~wi*jO%YOT}sC_
zM(g<P+*yE;gJV}jJ1RFG#C!#KDg^oC=qHU%$=SYXe%rN@?gqsY-=MfQ9W-OM=u;hJ
ztu1OA2$QPuiA%FU#*_ls^qRi4N563W%6IokRo~UAuo!2P^(@hm#6)c=6_KE7Yg4lk
z0sRF07ed}@DlC90PqWVRH{F`-5Fw409bzmPFkhSfxR8NmuW<pDBf^{$e~5@f06A@S
zIJ~J{eJkxO3+?6Kyvwk@YyXarb?*i;UmxAyFT=lx4b{mUi4!nSSYN{u81-Pb|JjM?
zQd$aj2syv~r`7YPy+^VAgnpuH&vPj8tcs+}K(l!0#=iUs>lTDcqA8%xfkM@rT}(=}
z<fvwDr^%e{Hh?ar@zG7`EfuoIH<ap#BcBSnfCYhSV^Qkoi%8jVJmMRoy;3z1WJ51R
zPi@W+&1OVL9KNEAMc2hMpEICHHi}FbTaipS*_kJ`J~d=e4*{U-+7#efOePMp9d1(5
z%9@gs0B@cR9hLV0$01!$-Afy~M}D9~3}T-sj-KfZ3(@3flI@F1;{dQ<fyshD272w#
z5Rs@}0R78chLiN^ZDi`>Txlf_KW3puz3sLLg-GyRpOMlo3!;~eE@4{7cr_lfDX>E;
z3Z72(N>9Y#T$wV;5U5T*gLjXOr&7y=;+nGeOm|+;k?R+OHF~wW9;-wnr6K=;4fTRa
z@)HUjT*v#2o!aCkIGPbmOFv6_HTvRn!+Vc%d`4O;325AgW0j~V{i?afUT6xJkG{gI
zNt9AHv@t9vmdX08wzS0*Kajf@Ba)R>Wp_WH-$L;Rfe|TIRMwY=Z?7;bGFRw7{!NP2
zH0h6PR#<_Q`*w2l%uoyc!`U1qu54N!EUDcvYLIU)dEmug!SbXOQ)YoNnLV(LERDHL
zbSl&0-M#zk?v=}bd`*_d_Zj{I{`(egsXg{jo#mxk$pe_ie=+h)Xa`Bt2YR}tHNL*z
zTNh0CjGGtuqu-Htq(3taI1@Fv0BM$tpB!JiD98$EJ;J4--)=|caODmp_r_vThg8TM
z|2~w%FTlCT+(uawI|@am!vefIo#Ld2be?7pty+9-9W@%~AY00Ql573`&1o$3fYr~+
zyck~@s?W+^+4?)O^;vDMSprR)Dt2P{c&Q+_tX!YHC9Jl>?rgKSi*Wj>=*p=4OJUyn
z&sMn)nXhPcTdZ|iEe712cfvPRp44dHH5v9x)u*i04f&QzsL4<Lc-d6WLR@fh88w?O
zBVYKL5jBVem^r~#48d}mWKfVJO&?Zfz^tLZCS)Lqqb7Y6+je>sF68jmv&3N3C98D6
zTp<yB4`ULlUEOKQzW5(9O=;t622A%#rEpu~BlgXAuAxGf-k#TUU=ROA>xd~}wUL>^
zp>~eFKf1;hKEUR>h*g#M<~13OAI2sQu&Un$RPtn%W^iMbI7*}E^jM{F1vmD`inSOb
z#AE<O@Ci=>+{hp&(pFG$`rv+ve{LIjJmlSX-+Cv5>6+`Q*5;M>3{yHxrsedr*6kOr
z-%NDX*tE!E348YILX-Jr>BCc<DnV0sy`}@Q&b{jE&+wPZd}V%BSHJ##I`Qk@>=6q~
zbDCF33R`(&Y1-_C*>FkRC1={nH`80W)ILmbYfAO<A85V0m@ox*O!`5+$>jEJ!oC$`
zYLGUdj2o!c%&C}BFks0kGMzFRWx-c2i4^&0x5W7x?pTVmL{`6Se?c^x!~V(x=O)tM
z%hC*B(2`l&H*Z>PR4t2=>{NO4@`u{(kz6t3OtGg$l|;w%C=_Ti*w`R{F;drl?A=0^
zrNU2+Hu{@nhrIqI<I4sm2I-4XKAO}I)+b}st(V8Kht={G6jAm)c?^w8^Q`$rjQ<4z
z+n}hO0W0z2=z2TD3==RIG;1q@hGS8D5E69q_|sBD`}b<Fy)}h*YyA7@k8MMl{wtvq
zA0K4a`P65Q%-_-GNomcJ52~VAU0BM;?0;Mt7mejv!<1I0WysTqmDow}uw+z8T8QaU
zY0ZT|_NB&iW!Eoh>e@DpI>}WP`1@9R-lyK>KkkT@f$RS%AXHeJSbM;$z@mL)PEH$M
z^Wjf6StswlAPGA@ywj_UEAP4|ljZeP4p#-z%qq8d`W%iiMGlz)c~Ob?zdhEomZ_>W
z%dxJvSp#v$C+gSZ);SlUu?+qOxea4+C@lsy;d`%gCOJ{tNk+DZ(^2(M?7XAk;>97k
z(aRB*@+~qTT7ng4W^Bf)5t$K0OKC7M5wAk>G1*1}P=HS&Xw_i4Sp_)HhR97!fts0Y
zr#Fonnh@OU^Gigz#lGd=SkNZ5GR~Cj&$UFNGq@^-rZ!Fv0PPY492$GYq_skedTk#m
z**ZoV94TwI^~SGJ+5)36Jj4)t@9y*k2L%wfa#wPnS}OyProm|e=Lm|>bt-~2)rYd-
zFz=qi5BC+r6yrj?7#5FMwv%a#lP8PvQwLARo>LxRi(0>rHV*%JU1(!OV*&jI)IPa9
znggKMS7I*6(EUdm+eOcW#GU0CJ#wNU*oKY|d4TjcnGkL1sxo#oDeWi(y56tFpwv^R
z8Z<^&R6IE10E|BOYxRCbId#|zH$46Hu#J)Y+QPZxMoUXuVZqDQ{ol8YH6d1~vD|=o
z*d<RjvnN5JM{4h~-}^ScSD23Q^vv*%U&X5R6$SiXx=ybr!q)4?<cR<&&>QXg;-)vi
zeuC7WH<h-PcKYMg`&y}nn)LKAtS(KAPV|Dzbb2p9cT-@KLIJMSyCwD6qIX!|yU_O0
z)uHl|GdATd6U?CER;#qdIc|Ku7Jx;@;pxM$>@mOLm$x6i!qW$3txJWBG8@S>tzOzF
zy3l0xbXq0p0ilvyNgVJe^^1|x!EDETh^P7NTidQIy#Gp0X)!V~<yQG#yBunAi*&nW
zF8i{^a5J)6j03FbL%LstsDrMooJ@|C0)qCIAy6>rnaV}rUX33M&umveL~v1SvmFil
zeu9c0a_Wqa1b5CIGeGkC*Ihop{P)Ad7boK}YImPFznC=^(v<UwNX6l>m)NiDmm;AV
zRxYwqK^=8XKVMzv!<%d08Xrm)fh(@na9-uui5ec3DdReq042~Z<voT0A$^{Tj}?YB
zjiL+#IG|n=a0r<Vtcy9j3KrAr1u9Ghr_B5X=#g@fodd8pC>YgkkmQzQf(W@tW}5lY
zFy{Q>0`|33!r98Ds(N!sR8#m(cKxmu(LCI&M}p4TbQK?QOWkEDLt?n~t2)gfTU5b*
zxuZ(kS?|`pN)vZ1CwEbnaC<tPQIUZnIR7FL;6e{2kmA^4bat3&=IIEslq^X#p!0i8
zantR4vnN)py43~JL3h<n00S@=q;P3;lq5k9C!uEANwphw*1uk$aaAt)Q???ga^_jW
z!<A`xO4_dO_tGwWyl(k4<e)$8v4_>tl#hb@sI1hTN`b5DRswj}88f|%g}G;0%rxzJ
zy9z5}90YY;fe{X>NO?5T_kk4YpL=HGxn?xwb4@jqo;a6)CwPlydn?BRwB&Z#fpEwi
z0O$Zb@J@mBAFNccQTdr7itHPu$T^lS4!<{*aN~(TBSs3f+0RF!kq|SU;qLbM*o+EZ
zUY3AN@%yjGTN|1eK2Muv(Q*K9HN48Dy=?G_Ndu;0U`u3*sL>Dc!QT9GPkHg_LJZL$
z<z!cFPAh?I_x6ZGFaR*8$V^pM*qspWNoA#Jl$@|Dq?w6Y&A1rtaiY?IKy=2<-@#BE
z5RGcdkF|{|Y>@#Yo?PgF3^F@7`yuF@oL+zfK#$uV6uzL4!kYuHTo#u|Up8V%S()}H
zvt3MU^34g%I`yO!n-|st?+5mED5mJX0n!E)pk_#_^K>UDQpd5vc^W(ij95TTJCQhz
zn6O)pN0S>`Dc=^58E8&vPsFj`5U6ne0-cvLOJrWT$K-o-VIwQ}Cv;ll#kud%>Pq|$
z)xa@QDOUh`k`$aiC9cdw;8q6`V6mf3ZBz^@ML0b#J}Q5ZML>@pOlltBB32A$gy^8B
znFTmR42XnI;B%-0X1yG<+o!-B;A-GI5jPXTwJe;n4ZbW5TQGjihZqWWZ*u?!%=_=9
zuFQsh$p5ea9v<lPPhS9E?5GPoL9*}mFeGuj*%mW68;lSW5242Ikl?%Qa)Js&L>PLz
zB2EhR<+-3DH7;3OAyO{^77fYS<TPU5K&LK<g_FVqU=_1{$H-keaaOLJL(Db}Crl1h
z${tVRggdbOhChh{ED9mj7kmUGg-K~EvCZ>6sn;AafMJCY68{Qz=}Z=EDcz4~hXaqc
zI6|Pn4J9y;0@|D<wHq-XqNwq7;_c|kVE2P3QF&}Sj+zB4ZY=0FciO;b1(Oa1mTUQJ
z(=CzX?(Gc`Qs`8JSEIOtX&QWT=w6!lqK7dX)F7&`4Ysn~^o9l)|Ce*9lZcG(1ai?E
zX!WMai@!->ga$93g>|0fzt5$Y_XcpX?Ve#AX(sO20Kgc{!XN0l9#L6=`3s<D8_es3
zC^^h}07Co|k{~?dNXMaXN()$J%}KYg*^b*u>5D5zoPCrH@2L88*x>*9a|X@Sd!9=v
zF91H<Ls6YBAt!r>V*`{o0)4tuDpY&_+@u{+ddkcm2vf)ze3Itf%W#ssV+$<krsLu1
zh**JdXsw7iiNkfhfkSWr6DEbO;NHoK2>&`sc+87Gwt*kuq*k|pnW#LVni?muY^GK&
zF#Yy}L^UTBh&SD~=;n=m5L$XI)s(%pUf6|R^f8`@EaDvi^&ZOZ#fu}F;{|deF7~GR
zW)oX4g}M(F%VzOzStz$fH%dnznJ0>mI+u54W7aYvxDC>;BS<EsxRaKNd&j9@MF%-S
z70thZ)pe4MjN<RA!Fww58DHwNE?+C|eI>eP8)p#o5NBg4vg&%tL-b8dX$K2F&s?;^
z#%k!cdd228<<s|_=WZ4%?8Ozyv{kwK)$5WeG0XR=16@vWbk2`hOgtGnOKB<Wt&dlh
zwvT%K3eCQF_^=%sFUv{Q^qPz6%{)}-+xk~>y=J+*wfJ)!4sqH|Z*63(X-MQ8wg3N;
z6cniRb|Ri?5NEQWtQF$3L^g?21r|A_8u4v!trPpdJJ|#@l*GtyN?H7;eYJ+|R_*K7
zXq)TY#T+VDJvZuSL<|l_6Q31}Hk`U#@-6r5$f&gL%a3NQzy@l|I$CB66U#7j`hq1R
zQv$5sV`k<Tcdl9ha3v~lR44b6%MCUQ-%{d~c+&jy3aD?>kaP)Av>?g#qLe^qBDGw>
zS8!{N?NQEZ!OO7#-}%vO142W6gX}tOAdvPCCEo0xsJH8QqJ*?M%|i_bqUdsDbU>?f
zEDRCnrJeBYPcGLjSIx+S&2!fG6EjV;@t2SsYhy1`O&Q@4BN_1q;LIhIMUSiZvirs@
zVQ0YAv9SE_bMfXn`QIlsibau%J^iO+`gRYmYB>>|pwfJQ0a^hoHXynQ)0M=$KSE9q
z1o;FvlFd8_vtCRqup$rK07lx@U}w>9R=^L#vv{<nz7<w0X?YSH%`|%3FqZnd&y~Bb
znC_uAyU9Mdwu#dWD$J^{by?V0fwLGtMfkq{3u^5mVX2r;h<irl8d+o4XOphKk`0KR
zy^#`={f=mT9askiJmycm7S9CgL{&&rUwCg{<et6XU6a$>+-##Zo+TFn1r{CWS#om=
zs1#`eqLDC)P__ukHqlHKjeGXlw(2m$<{^44tm3~lH=f}ZM%&12{6jH`Snxv;1kDP1
zp@+=fO+hI83R;0~e4XRl1&r2eITtAIoukRmzZ9iHDuAlqg-WzvjOQ)QQ$=Zt7gqq<
z<<aqptA6WMId=-9dh~DtRC;+53Rr+L-c0ghIDudxXKq_6(dijh*CxRA!?3h+z#Ql`
zXy**8bbJ)@{zW{bP+)`O?P0=pQv^50J7W5XD6JdX#I4dy<l);Oi0L3~0Rn!R2~)Zp
zPZq`e`Y)Vd#OY2Ej3<d*3zdvMDG>_u>Gv9yJqbNmGYMo3)nFN%BPvJaq;q8$`KNC^
zFqupkP%<v)lOGD(%dm&4XNZe)HOfO&X?rUfmZoW^u6}Mc!<Q<HgkP9NR1bEm%LmL)
z=p&Gne+kmuHy^eudl%r$6d7E?hU#cq@EOl(Fp))I@i0>$f{SlT7>Gua9HxWWVxFAu
zo@+*`^KhjKK0+X#G@dBoegnz05(6bV4{G_afpaI)>~rVq40ifDRCDG@iaV91?CpO6
zzCu&}<W*o8NBfVV-%11Vf<L&D9O6}q01gAvmJ}2`wIcu#3;r2$2yjq1%Am>ce`?9l
zLj<i-xkl^4TDazW_!kOmY~(l;PUa*fl!hon;BIVwQEzg>HWQGD+&n~vHu7y3kmwya
zjnkVl4;eNbjY!QH3KN#zaR8na2occ}=jPbLa6r$A(wNf{Ww|3T$aL|tY8Zxg^Ln9W
z7`Bm{)PTv%G~G>5!A!p-rD>bNJ?{)GJh|m~7*F%qgL??MJS{1J@OOYrOh3s>oguU-
z0T}CZ4AvDc;9uG9B=mb$Uf9rP^3?5hQ)qCMh-#NLG{4Vi<!w}-U8zs@{nF}e-_fbn
z@jt$IM;UcldG}|qF>OUytD>^3f`&*u=MqW#SJRD@r^%nL+7FMUEH*BAWrUSa-9CgE
zXp-Y|q#A=-pUoVZySBPW`cBHebT>DbiIJ{8)G*8H5`J9F^5>hWndO}-vs5z*a{nXk
zYFUk#|01G{-Wn}rO9rW6b~#5MsA5Qp&9idu?{T9o75fcJ8pZ9UW0sNs%%DFTYh;x@
zwDe8rG<&A+ezok~zr*FGt+J!FDiyM4L$5trH#5f8Yccp|)D#oxGTIo0*78}Dc<CWm
zQfX#4e`KbZ!9W@d!<OEbe^MtGsX?~x{NK^=GwgdB{Y0^lblDvwPAip5G*I65M0ab)
zH)WKk4eiOa_DHiw=;HCY%IQS5obzA6&}&0JwUJ9h%OW0@Lgf_fMsNY@Po2k!AShD=
zm9UwA+~G13US^dSzM~nW_T>Df`Q+gwIrAqLbABR7KmfGn26a@^S0)7|^gES-8?~-2
z-uoHze*qqNYR|;;vps{w<K*4V?Y7+H2r+m<jB1FZo59dtJ$G<IdOFdC(lkLETk(>a
zK3=vs9U}H<XF0yUp=>fmG$r8&OuLZ<SJ_41Wf?yFvJ7R7GIn!px2>S_%@&MN#45dx
zz9nWS&2hUz&T*(Mcz0)q)KS;{P5iNp>Pb|RUcuf9Uk>!PxwY%MBD)IWi+)UZ99~79
z1<N>4=~<TkE$v+e&j?FSCpu=J+$7qB;(W)7cjS-zpVrd`%*b$k<@3%`4c1{}eG8mf
z<oD<QECg{UD%Qlf+o{P}oKau33^!Snk2D~WRqS^4l@&so&Zy0l%X~s$tMyt<egHKt
zTs4>LmEmO`oM!fO`A7T@J`Xomw-RG&*1?MUvW8L;Vj3=jRu-zIY?tLGOx}ycP80D^
zw+_OcSAjN;nh9==;|Nz>1BMs=t>UH4MXcja+l^Fuz$}1d8(i4t9;47XB?H<prfi=N
z(e@0cL*cgq9Ocd!u(CBVmP758S1iWc7I=%^kt@wQC0KA0c8u3vRutK>?<e6F5<}S7
z@*}nYB8c!O0#ABr;5;|u-<g{iBVsa`yDCXM3Y%}m*mAm#xK85=SwYIa;QSd>r{X%b
z$f8@F58esrgorsb_qwT>fjBb(w3B!IA(IK70}4#a&Cu9BQeuYnvh^uBE}%fM-gyaw
zL^daccLrVR1Xls?3OTh<P+_#fbCHSA{98RKKGMM+uFez1z+T`@?~SPE!lcpV_lETh
z%BXii)SP!u4U*qa>HMMzW^!S_=^*LtHxtlEFk&e$urEL0XpQ&8pM%Dq`>7ZQsQe31
zZ|q%=4(U&x(?cuSR?%uTiPR{@8@kvBhoE|uqQsaM&$vC6Y<nHMxX@kWkl8IzxZncI
zpx`UI0{#;YFl^TLpuEHB1{<|G46YKWW#ONJTbtCOQrd<HnBLv6hPD3=3V77LD>a=l
z6#;RpMa*#X_J2Op3F(>RG^iD2wq=a8qh_%p?wntm(;vS@moUXlAzp!`Z#m}W_KADv
zz#?cNm(5Ob&7ROdgVbl)5U^dIb44?OGz2pAR8mp=J>iG99uM+JY3{_=Jk~9{#hu0-
zWJXQ!!(-LPZ_5;vUR=Qk1qt8E|K?xi)m7PXz0yLPaYk4oQ)pbC8WF?AaNVT(2fWW|
z^t%$*`7Yc^P~IeBHnbT#L^m*S5j$(wL{SX@=d0by-Rp_fQqVzl681(7eyIkfU>@C+
z;;3>bwpKIV8ZATb$$vVhxZnnEYXGY7L3TDC=EW-F)t=40yxH_crCC+167ZDl$jnhz
z{5#&v{VqTx*neT&z2m1lgCvDeU4}zGGg)|Uq=!6^%pYD-ERA%mFFt^F!Iu&yWSe-)
zUYk~IPTZwaQ!vQXy%*j27cfd=^dv!6ou@3Y>NE6K!Dk1nX(w^)5|tcmsVJH}sNVsz
zlFy*o+OSX7BReeX9S$jHa@FT$0F%%24$q9RASJCKG}O&va^LV*l=B$JkLrIO%HDqV
zZG=~MgyPHC_a7skPWr`*vV+u8?ozPSgcM!X6*}J+j`vn0HPQ~=hD%#S=IXIs5i8Ty
zQ#*Bjj+LPwEN$K^Pz-ysH^#(4H=1gwkZK~-)a&_{W-Fsd^Gv}b9kq@#yO|8aK5W)g
z30urj^#00njnu2w#`2B%8m+hf-#O;;jMQIaEZ6d&1Lz4pECkjkcP0=0L`>7GPGgu?
zW=KV$=gp~-X)7fDcmhoJmx?#>*t@b^v1lMKl)8BY-~j0Ea>C}EK(JDJK(Ee8ekq%0
zg_{mq5S7Q?IJx<jZ=pId@m<TTPGa_HQxaYx*ZMOcGn;9oC`;==%7mK^*~vKpI}H;8
z`>H+pkr&dEY>uPtn|t{Nqtt4>)x6)t+&A`4KirI>w4_`#QWYGuEX>Q~_!F0&ycw-2
zyPt2UX?z>=Lq?PLtCYG69AaFxh9sL~W1{=6PstCK{%2EAa&+ql<K?F3nm(&076(mQ
z{j{oT!4UV~!`|M5Y8J1MlTor&(*8s$7^;xU(WWYwV(oVOX*aRS+QlVPRJGdrik)PR
zurK)3XH`X0*oYaPt|GZQ&{5Lpss%F*)4UAeuCb}=$a|eq!g}lY(!&@C#<#2l7l-tz
zCHsEAeO4*;!KxJ>R*<fXHH1lHF?yOV>sDB4?zL$aIwT7Y@$Z_9!4Uj72h;aIqRum%
z&HsP<F@qAjrGnV2)E0u;g4nAyT0{{$_MWv`dlj`ytXi#IRVo!qQHfHcHnpoZ)$c#Q
z`^kOeX&&UblH<zfdcV)}^->sKV2CzlABUZ;r8{mdlMR*G7OV}j9}cf^0~%xG>`TX~
zrp|6}FH!T{v90X$YtsYP(VmLuvr@BredaYXh2$acz)n{W>bmVj-D8EWs^3%=JAca3
zCpL}{X_He%%*FgKWaB7<$5PKzN7#k@TViK@V}C}t4#Yx8&e=#K=rS0a;*andbYym0
z=`z?blp1ZwG2_-?88-+3<s{=V<+={xYs)$8EL6cFbb+R`{qb7^v;AjS-Cbpk#@<b7
z`Q&ka@92ney%i^iP-b#4I41)zats_^)wByv3|t$1KfK1uGg_+o`+#2cuC64Nw8K#N
z1<osx{@<KB7*MuSwi2JIH88Y}RJ^7tWTrjG`j8LJ$}o}qR>K|y(`N8rXSG6{52ZeK
z^O&+JhpwgW7P~6ToQC=LXJn{|Lf2w0cEH4C_;$Ig?1;411v@$IX)xO#slUmRvA><7
z5p0m_!}YaUV}^f2@(|-_MGp9oi*Y*WjaLitc+fk*%(+gTQpyiBB*TRIfgXWWAzaE!
zphsMsN}%rZ@WB^ZC7ql%*SKR+g@PEKHGcNwe-eXids0#zKMGgrH)8xEv<?f7W0_zh
z%lu<xG|)M{fpaWE9TM)lHesAtAb~EmpJiC*W#uc4Q2eu!!3n)7q)E<HNULGwf$6c8
z&U<QMC+JV112JkGBdIQwTfPW2utr!-_xPsT6~Y<p6=!_jzryOpz7(10r`FGz=#W~H
z#8?}vn*oXd?(E_fhaDvOO60!k^hEJ3E+}5?Hk)EY<Alzo*oenm$QCn$4wM9%4QDTt
z^gqi6dM{tBlKS^uT&wpF&p8oGr{0jl0YLIkJ|WNLf_bQP1PL}t0u1~3XN#15>uAE4
zj_f79FRDo<_Tu9DooRdl-vQMTuuqawS&tO@NKhK4o6MLK+qNE?3MQ@^$A!lEBhTX7
z){))PDFf#aWD9Tj2)R!-JRS;-Igh!Z@*V0Lhb6IbvEl9l0)|0k$-%&TYx(44kAK&u
z975PK(H!bhQs;Zl!vGvjR5O#pSn|9S<pcO0Z7fzmmvKMqnl3hd_NO`rwp(@aEGIU@
zO>rU`uqPCg7~7<#=pZ{(6ruEsl)diq=-d~7$W0HZ&v&n{OR*H!9Am|qKHX@uBB4;x
zCTCS2F64ZKVEi1txf{~3g%WOHS$os9mfrfy0-B#p<FSdd7>tz=kX-#oglsjCy-*%b
zyXhRsM%JqFKFC#Dwutke$HuSw{8STwP;oaiX5rMih@oy=Z{SeRpW3x^dT^B6_30|n
zO<a9&FHoDIe%>j6wWpf88RJ!{nw}>RaH<ap6mF;(BhH(vPBHW&Wx?f>AN8K>2uugG
zn#}uDbi|mN6DIPPytF0D0cJwK^uJ)yF7qQl`7<9RE$s!*8OPtb%V8NgpvN*MT&@4>
zeos}a{*M&vI*TJsDiIBqccP`w#I=O^OZoQJ%8`ZWrV`bbB$ADC3nZsh)==Ot=vpa+
zS7|$T7|CjM%*ygbUz9yGfh9qJUcQ6SR!hpl)IzOJsYN?Ha(L_B2a}J6`GlQ*Q66fc
zYKVS*)364B#^!q%Q}LT;Td93Z0hO(Hm@O^jfR?b_p@l-fxo`Tho)Lp9D0CiIJEPGs
zT%(dKslGV+QN&kHZBlWT+xhj6)dNRq9*9T0P2kU8<dMKs!a41=F*8#n`VPWydV5K5
z0A~P5X@?zrG7;rQs<b^=MuLk9O?+K@Q_kn^jW^KyzOnOx<#T%-_seg&mUdPx*=j2M
zc)WmF0ea>(Z6+fxG~rIwH~Ef6*|e!TLYR@2YJUB$MP@q}W&vGWWnR0jIs8=Mf!fJv
zq|qIb1o6J=r!4KOuj>9KKI&H3jy5y9v(s&XtNr2_=?FKoVVq(j@=Ed>3<t!M=3O@*
znJwsZzP1e%v91=-CrJ=TsR8mt+_c~{@q97Kl(L`|A_nms&BfCnc=xo1<X~%M6sx#Z
z+73TH>}%>Q4csEt2rEH*H<!cpmGX%g5=j|=XI5bzEdAzVWNX_duLE&gFGL<P-|4+7
z&)^buOboCJO1nA|k8AVK{(Vd3%4*Gzug##-<=XQFDG|s0a(FhXUy7XQ!7|YD_864v
zH%+omaF)tQTIwc$mQ)-O#ZI&{ee4@@V1va=3#u;WFAfux>HG0ATbE3{w3TpncG%&b
z@)j_ZY&;}p0;DXrHYSsrv_~ut>V$3|pSy0P-*rt3=U72nqxR|CHaltwAQ9SmR6wCu
zkMI1;yO_mr6M-)tkz(m@>uc;IWxWz7D{hJBiBRVZt(9LatRve|uloq@`z&h-j_>N*
z+P##D#k(E_V&A!2P7@^YBT*%|9R|F6U3FM#*$ldqR2fzyOE+)lcU+K;y4uYXxEl1I
z43r<bcar+?iOKuCr#rL9pS_@;XVx2uc;LRbMX{&lSF{T+eVUuw<{4(<n`=MHMfbEv
z`&D1Zxi4P6be~)W+ur!WHHW>H=RQ3z+C{ZsK1k=vXXm27&d7h+H~9Id*ZC>8-mO0>
z$u549zFL&Zb@P(X1&zK2jWgRdWN9?fkZAK3><FY!)-dfSd-OPwQqnbO-DPd*4C~hZ
z<YNB)*;Mm$G>M_sSOLcAd3c-yG*&<2fLd*_86VNGF45aX_%Qm@6M7@?<E$juc<#QH
zjBjPR%a&!J_XN`K?N6U8_l2A9?@g@jL~89FcfO3?jBZVgEr_P+cGu<Ct1VTLxoyMM
z;3Vxb)Z6-`PX*orM7FQUiLMy_h!%58i*J34h8zcY)lXAv-Yu(hXb@jRg`OEvaz$c7
z?ku2REMmUf^ysgnziwW8qlu;a)y)%+s!DxpBmwj;wDZFwqxP?4*45&ph1I^9Jz-Z$
z3Ff>F(-_qAD+T-a1drVrM{EA){5I0R*jrpIY2!tz%sqd7@~hGWsCt_VZhv~F&P%dT
znOVRjf@lFyIRA#Jr+T9e32;f)XCEr}jGmg&eUr@9?unz+<7L}n)6W{CU`~!D_mevz
zF@7{d;$UoLkr#PJBN&#<qZ8HtZ1Wd55x*U$|1Xyskd2_tAw||b8Jr@o*BXjl&rlFo
z-re}zP;fg;)61{2sd6Tyt?tB<<LOlTtyGb9%B%QP@uI4#wwU~#yW8Yq9A7(?tm0Gj
zRZFHw04e)|7CH#73PtGpHgv|+rv#_!9W?Q<`%y#37E?-=Jy{A1LMu@U#4%8TS4{Rx
zX2VD!NMQ-Da~~^c;{$2xZ(+2vEy^K4Lyg$yo>YLCWF!PaO3KDCOlL>fK|P{_oI;<v
z^OJ~58$73ulOchOkyrDV7GL_WewixK90qxqT0rmoxw2Uc^Qopr=|3*rCeZSz_0%QI
zP1Vp?pT?9Y;-|^Jr4uMlnGnPmuUZV!3BXTFDxi6|m5~Db+P5^)81Z#v<DFqRaZaM0
zyK7Gq_;LHGp=zmlV_2<iq+z=sda62^uEJd-?8>a6y3{hof4;_>@(x8wijsy|@~d{S
zvrWNY#9}&qY=6Lb7fC(JkM-dQc}ChayAmS!86Xa*wgDzG2h!yjXsNc0RD&+`E+GCz
zVG`5z-R1vk@I8JT7}*b_dX}iGd6~dFSK%dHs{1y1e&z3#N5$pyS@KlWrrhZ?z>YJS
zw=06Tng>`VGG`**d{eG_|5KtJJpAva?90IFr%ZMG?MjcI&-=b?xYuDLAcwdSu-!1Y
zyt4q3&djB+P4D)@8!v`>U@o;W_r7k2H<f(5k{@;Y@GjtW7jJ#_sC;pGc_$`+F8@&l
zUH8M$7d^Zce<BrGZf;Tg?j1O(JX~azXzl*<4G{&8S?t}8yt^uvFVWPl|7Sn00%f)s
zM0~h2#nd~$S2tQ+0Lk~0z0T-(k9}#<r?+w^-S^ez9xqkEl#4d);waUiM0Pc6f|(NK
zl*FyMT-M=C3YKY7<`c`#^6yx~x5=aSH$7E>*jcY1w_dmz6RfvsHhlOP(TkpIFf#t^
zv=Xf%qaW#(g8K11Qmjfo#qCPts$t#jzpcNf8@V+kejo&^(D}W!Dejbe{Ij%YNwndI
z{r43E56px6e)#;3{ESy`o_4Y<YQ&Mo!c94ahU>|>;#jh?orT$Hm<mi_oC82!$iUhT
zzDS89Z((%fW>jl|v0=gcOgy?s{<tF_75yhNl5<+H@Qgk1B*1#oys`3F^cIT73tQD(
zr!X3P@8C|F#E$q?R8ftQoc^iU@Tpgt+^-g#!Lk1Jes6nqt%^p8zHgzYaG|2ILREMN
z+L`?#TTkz<_5h;Nn>kVawn~n=r+~<-4?qy8>jN3{9{@S8X0M}SYu){iS2FvB;d#OG
z+P~LaJHjNTu<EzcQV#0aZ&giTRLYGe|NQ2vV0-vS{Y9X{QvJKUG7=LW)BC7DHq@EK
zI9lXuRX@a*R|j9b%$lDoS_lZ-nfLydsW#zrsr{StOA*~I57$>kig!K)R4*h<VahCa
zl=NNZ{*J%<gMC}_AiQ(3tIambqVZD_^&_57)z!KgoI6YLx6YckI_27ggtgN@W7?$K
z;`ceN1AG6z511=6G_^MyW!;~ABEgz2XMH^KFtlBSN<aFInL70%W4Pnn4d<t`f*XTc
zjwX-rb=Fm$@Vt4<<(pvlZvpmi>Z>0OVqqk(fCQ~^N)m!vNd4gn&-~{y&qsHdlasrX
zI@e#YCBIjq!#2DcQq|u7Am-0mMerC7qO}nnl4pYRlk~pscV8hvtU?48BW@LskOy=2
zr={*M3Bp`EsTfIpDP>^GQG<McmBWNyE#3P2ZGC#z;Nks%vql5|@51jT28=81-v3-`
zl$X-!Im^;Bcj=fB-+a~RNO=2ItU)}XNlmZhNv)#&*jEv?hNjw$pIvyXejEKJ>wST!
zck@#<`T0dO4P7SY_ypzM6jYsEqr1MTs7dkmv%mb=w2M-CPAhkok<v=uW+Z;(55J}h
zXAX%FK5YwUJ*(pWBIrluLrGS0z*+pH<4x{@;h>wHl+XS<e!Uax7XeO#g+by~roi2*
zqO^I^H(c^znxeHVwopC017TC}o$iU&Y@JDdT&BVwq_T9=e*h=)_4SK!bZRPlx**<+
zVA=CLOouD-oJ!yJ=`9<AYt01%2pH%<O`%0<%)zu&o(2EpefRC^*ZP+<m(E>t^)LSd
z%bP56g-=;>WnUHp9db(VE8>-wl_UHoHE{rvQ4^X^&(x%@p#ek1U2fbABr|Po?W`FJ
z#_++s`}bn<e`pljq->KimA+<D=a0!s;T1|fd#R1LePkHb)cwx0#$?CvLv{7sRVoF!
zhEk6Jk(Ggx$gIeN?3<f6?&l}6YF3G-nG+{V3-z`X=Lr5lfm<(cM`efAgHwi`y@t9Q
z-Vm?7AExzO)Ez9;IFoNx$*Y#fq`~wcff}x_!vweraUF!x0lN(9o@uI|d(=qM5M^-w
z8(DP9Dpx2BX$Px!uXjqk&s5N6V}JuoQF{f*^8H`UX5!T6mWhdp?U&F=z4UB^W7<-)
zp#{urac+73prH<D`=(Y8ZLhATIMwo!84^j8>so_>+)^CgQFS5`*Y<$}GKI@!zOc(|
z1o3Og%DNtLmObbPz7Ig-6hZ2Qz)jhH$^yEmkhN7F+>@bqvb!%{_w()>p!&)|xtMJq
zN1Tn?v&>P#wxgbJdTpS+JB?Ys^T_J`(r<Fuh{gO}7mFBcw`Ofy57U1F;_u@Gaw%9D
z=1HCk>zl>YS+iLT`Oizquq}A{1xxE-;|FA7TT^L+ZuAa?U|w0Y>6#>|=*bY!LHXU_
zi)EdHU!=rmsefF*Hx_5g!0V`2tZ319?(=^67MUW4bSfS;N<C_7p{R$oeimA?19}kh
zIyF`r(M8s}T3p>FGS4e|yVGmeyIUfTWLMK-$99EMm(Y<(qpoNag58t{j(;Pk9ivU%
z^1fjHU#?uNRzFYM)>6k(MJK;{$In;cURNB#p{j7Wkb{gAq8zY%H-^glH$k(ElWe~n
zkR%1BR16M2TEjhlJt%GWKV65?d|FpVwHum7Bl`_AAwj5?ZBGZQ7EjF6uOnyG7q&u4
z!wa%z(fNFKk6)l%R{ki|2leZV9I~*S!pVzk8%0p3qG3-B0z>t+)Z*EDP<Ib+qFStM
zEuI=#{1A&TtxQ)k*M6*OpZ}Yg%B<6@rj`U7?9Ptk>OtCT@&fK6%eX8E0SuSNwC;SV
zz!<<*7r=vopLmUf#;)Uw$6QaP)mPxxPSoUOb2|N`(NU#;T`+?fkE^r>OBtgTL}mV^
zQ4b_8tYsqtQ=)&RJB1e;7Su@A!!%4@r593cq8QN_>RgL?Zudrd`UY{?Jeumg=2|Hx
zwNI&No*24l>&u=Kyiw^9L5(M7qec?{(wDNxcX#Dsg(@N_TRD78%Yp9V8P||h9DT~b
zZ0O;6%Bq*PiZ<U1r@ACmi5@4SZ|X-Nf7!nLszwZ@j?Q)*oDo~bm@Tth4Brb%J_K^;
z(icQXlD%*CrTnlG^9$<wUTrIVnV<w*nFKP9U8_S2<N1x3S~6inP+HDbE@drbTj^k1
zd|E1C*~sDYXsv^Mot<r%fm%`Zxb-Rqe%NtQys3<193<jZm43l`9AHT?N$NDEcace;
z0{q9733Z~`pyajNkm}7l<`~@wP8>}*7&IltA3gxfj5hYi$|OtD7fPy+I|Wb7`BMI6
za*|3NV~;N+$CdH%!f?!koLUAymB~!Gz(=F$f#t#Hl&`n=O2b@UD-LOmud%CQeI$wN
z1&++f#0Q~RuQ^&~wreyngnds4kp4TO*p(yImG<laUcg6=y&O0|vNNYBt7Y8#1?^u`
zBS`Ypx`Bb2RFs9|k5`V)e-D+0rD@M0hbYx}g9av$5Bi|?9eZkp*QLdUS%<N$6AZ-a
zPDt`O+qG*Sx`Up+Wda>5s7!kePCZ|M(<TE|e0i_|ldz=65cXeWSihscN|Y*VMC3}A
zRIg7=5SE%v@mh}tqQ@txql}DzXY1y0!HW+tz^m3JPXt(xiLZ7IEW%a@JI~Y#C2K3>
z3z={`Em0#=4mlzLh3zN@Y~YkdBQ6Lb(2R&6zSfj+<K0g3fB!Z?By6NQmjyQ<-i~?C
zrXB)K80GEbED7NoI_X&c-s{oCB2Q`o4-*7}6hWKCDsM0M+~o7wNo>*QnkKxDZ}e${
zyNt~rTENvO8~r{Ec4Sp{(tmU@b0~%+^*6~co>Vlg?x6Bu65@2_uvR!=$`+%IHzB;z
zZq==;5`io<{HE9D6k%eh$aq9ZoT7iIpCiU3VUt>4Vl^)y*=CcM#NnlFnb)tj+cixJ
z4sHNWs?+i6JBA-Qb=iqE1xi@X5V|c*wvNO<(Zh-M%;<zRLAX8xsa7UH=(%LLR&)@^
z=z`-qXdDm=_FciEYt*+!O;&~j$K_H3`**lV24krH;J9P_YHK_LqZv#3CuRqvy0SXq
zIP$`rLTuR#$Jk+f3Xxptnk<Qi#&eYZF-B!Hz}ET}RIW3%0#>P1a5<#>>620WvcEwj
zO|K7!LB2}K!Ru<25$FF@A1I~foX_e=(w<!(7(IBjLP64|4lQ%r^OcXyA~y09c;RFY
z@?@b$q<lmDBfp{MKt>K1VvwtUh<|vTvL8nm>WhEy3dfGS2P#Hq65QB^inh2NqBsFi
z3SGs1>;*e192(!}oWlP*k!qn|2zIlDV&+oL0YeaoOZL5p^WXg7{%knu!&&V9(w;n&
zoQen-UWLYjfwV}YiV~&mEE0L&yGJu=%DXkj$rqH0C`69TI(7Oigt;Y_3r98_-@=&)
zNJ&*6*IFLu>wxuxDA$0H<>7G<R_C}6&1;wGAG=(*M@b*CMXDQ$V_v}!N1ZaMsMHKq
zWK+O+(T62h3GRl2y05*v`a4gj+u&xz=PY%RhgVbjR4QU*JCy3&5z{IG&2^tGHR`{Z
zwSeml0_pkhRn<R<1SymJ;*?$yA*&{*2zV9BKaz4z!$%q{4a`{rb`ojVshsbTY{&DV
z(EUtgK9oo=5ARd*1=$DEH~^C)dX=y1e~H%KewNf2Tg^{?l`EI=wua`B8EG+V<!XAn
zYL)U<Wxh#yo;=<&q1r9`j~fl{i;5Xj?>)<wXNl_MF`PAlQ)ja#H7@+1tSJ_^Uit@a
zutHK7A$}uu=<<;K$O1U{#wgr1>aQ9|aR)j{hB=HzB+3%0ct#N+e`Wi_ThISWV7^~1
z=!-mg{YFBl@tv{Nq*;p|+^O2)R2^B<P~l0D=_CU-f#TmZRGj7G<LEVOZQawc)oQ{*
zfU$7?9Bj73;on4LG&4jim2M=NH&VskkjJcUhs&Y4LQK3-4@9}3Ic!kJkYw`GmZ$`G
zMD1!=Gi9oglWP)z0VaQ!(tG^Dfs^XLXY6H;xgvTs^Yn*~I{SQOa$<SuXHyObO$*6s
zw}#nqktvGTm+4|Nfq^F?axCAs)+<^6u$(lLg2hDdoABms(Of;ZGp|Rx>j4<lw(}F_
zb8mBbH|DX_c68W3B~*uO(>P+K+ZA|hrzyx!;tA?zHB04GNM7i=5_<XW&Rti#HS4{t
z#SE^ajT!Z?f>TJx;$?Vh79d$FbsXVxXTED7{elwCi)QRiEr8jv8ffigi%961Jh8i#
zpj2x|A+)`7@4c;2nW?n897L!pfdNj*YO|X?^CsWy8d+5r(A@gy+xOW(p2NJr)v0(F
zJA(>}b^*gi5i|v_FV7%2ULF5{tB3e;NR_ov{Ze?6v%m@N>7m*hq6qbYuhtnX4HtqV
zdSc;hg=Z>fF;rRSl*q(YFv`FSE8fZA2uF)*Oa))X^~+HDQG#wRVz{9x=Y{9I4z6?I
zv62&uG5tp*05I{KcC<0FcCm|5<>I`u7~v>WBz4hS2>K6T!WHtQ#`Bu%sMDXZLkpYE
zQ;@Bd429l2aByWTM!3jN)mY@p=XJH$^3avD))@$r{!gKr0)-a}GJj+sOYfSL29qU$
zB5;}Ol1jV8eNR;R%HsJH19H|Cn#{<)#4E+2mUh;c_KmJ*W~(QKE1^60&cmu&)yzm?
zCU^I%=aEXzv4mW)n(r~~gOIRJI`Jxzd%5)ln=1KlPbt2OxC6{Y%=oHzo@F+hHR?aZ
zw~&626XC1sGf70N*b-Yg<loFHEUa>yYo#qTr%QykE%kF^a&cyCdLnvE?a(S7cqx(G
z-i73825^CKj~~){49c;O$Ce)96MG*pfaC(Ei!Lqq6;Z9PH^kM#Ko<PB7wb{n##MM!
ztTDVQ_9S*kX+gk|S`1}_&6d<rC)f2pTDpmHP1YON8;B)8;4dSGFL+C;1Ho)S{!Q0~
zi}-9;&s5M5APt!81|?0RlU+HQ0f)M=^27iD6UFG`<+~OSm->fivm<<nsE!PeZR3mk
znEwE0v93!({{b}XI#n)?6j0gnP$)ZgpMj*G+~;Go=l_2b5wQ^XfHn0$fbtrlVo+r<
z%6<X&()vm`>cac0|IH@yKY-GM&ZWmsrwwf$PAjE+sjq+jS>iGj9YCOx{oG!^dKE9$
z*y#LBoX5axx?S6B5=~(!zWK>wBS9hhrHS97rk<9`uTc8@f8LEM!rPFK7B88Y{9gZR
zo6|F;F-AVHj{fx3m>6P(`-F%59jakoy67n2`T<7biHdYcu^x=GcR=;uO`4=HJ)p_G
zJO1C49sA7nxi~Jdc?Pf6f9`6R)GPX=p|0Vfy}`i){C6`j+JK72+ALm=i235w(dVFs
zrvi9I{v!Rfa=4a9Qf@l<_lb(*7XCv1Axd0F{~1RR_YY-GjL{9z)1^a62^(H;HhdI<
zn!$u3?V-qJC3lw1=swrJpmAsR*>jn$m2298f4sW89q=Jqryv=u%9+gh93QYVbm#{$
zP*;+U$l+h+o<Xlh>_N><4zI}rX8uQIA^|^*R~a~51J1$JInpn%Iex)eTWs@x`2lcZ
zga^i%0%h(%GS2qzIUsk6eaVC%t}tD%XT@vXuyBSDbBr9Fazyya%-J>r6q?hf^DSj(
z&+-f~%vQ=0zltuzdg~m+jDD_4@{~yd`6uGSjeqf~Ddr4LY_}cwf}9x_yw&#fvXUnf
zLx^5Q-1`z`UouPx8qYIPv%8YiUF_+ct)8Vgu5}s}KjG)=ioQZP1>*`CC_!*#4G_#p
zL6P%aTBRUgpDUo)VN+Uno3E=sC59?xd_e}sOOnyAczqSsg?~&kv-}u28Uu<QjX8R%
zqZLCAUQ=9fbxTFuEQ83{GYIM<$(%KP4r^{XSpJlOR59++UL9UahqFIk&>=iIb3sP$
z`USHL1IcK{;GjAPpiC?WSR?^94mL7Z!7^7zrgVu&)gSymIX_)^^+q^;zc2V1e%Kea
zsso>wgylib4ghlx99)7SdRb?sccRw8Lx_I`LZ|!O4b9x|l!3&qywq3NDSok(tY(+X
ziIv-tyylX##lpXv3xDOC<o$0*=LabwCOoSHu*x-0*QwH9(#y5De%P7|3SwjkzPTnU
z&bs2D=v^%E@gAr++8c#a4oTt;20iFhI<6fTBBf%_`VW9jKT4kWEa@Vut-ZhTk#Q7W
zkLfx|QBq~``T_XCY-EZz@46VlY~%2uc?4L!aCU5DzKc{j=GWbmp%`#K)T7_OnRZ>t
zI+N?sb{aq_<a{~A)hPFz^Vyy<$#gL-HFSX(m*8`p_h0ZSNgZYYNv)d3clIIo<cAre
z53s&WQJ>Usr~|}htm2*?2fZ3k4FXl>3kW{iQTqD<c%L>VV2F%c6^Yxp9UPm}I)*(T
z2Mj=v4hpNg-hDsC1-&}&);m+^p(FxZEM*8iu1eeAU81UGEy8l8X}ap$wmmjBR2w;&
z`W|jrT8bLViK;PK++NWrhLbaI10j0JY#%VV>b)kzs|yKM;#!CG?eGt@fazbcMpLgA
z{urhTL@&uSg*{-mcr6J*1zf@L9X2b1x^WQN?Nk3_I&$45Yf8BtZ<KeA*+XF;$S01_
z{P@6>!Y@o!?<JTeQPYMAi2nc#_Wv4QUPbk!y-4G<cPaI*5b>4q*9RNu`4)H$mDPH!
zL(L^wZGQ1p>kSJ$^zZrB!-Z-4oWJDi2FRW6`Qjm=&k4~li|ESg&b_B9bnRk2oibzZ
zt)QS{o8V<=lY*;X%_W%)^UCJ%B>6$DACAlK<GYr*dT01;hT8&qIsvjHTl>@4^8tu@
zYf|5B5ja<0-I5@fmr&$lPf2CQQEhNorzoLYdvyyXLT#3;Icx9T-rJTpIgb*Nou}dv
z!*osw7XBs%z3>NJ+1o*ugz5@$@rRj}7M5xA&7Chyi9k(JRCW%*R<p!n2P%!4`Tl8a
z<Z4b(Z-mBz82V{w(qJdZ8$8|4RMM<2|7@e4X)*snqFR(wt4caizppAUrdL(7{O_P~
zH0a7<;a|sxsFnV}i*qZgwI<cKYva)47uIGAfgU#B-%y*Sh?$bJY&tj`Nw_j0G8K}?
zlE)Ebsk&M5L!S+S_YWZv)kB>|)57G{ub#p5a}))p8&M)a5wRweHh&(3tMd8Xe@~vE
zGM|)RdVCN~GJ9MeD)1DLHT|p0#44<YWhcrNcE6k?BfnS;>PPD_0i{Lbz{6C&1Yr4f
zx9<ckG6`%&H=Uv~AoQ`9DC#Rd2+G`aIP8KP!i-#d$(X{IL4p?M1T&>a^^RB8*+6qk
zy2cvwuKxhxfg%>eaquz5u2tiZLNZbZ2RMv9WeEr)`^Xi*^&f!v&$yL(Oq&?ytYplk
zbb?3F@6VXh$zXu=QJa)T^VAasxOhm;EQ8*4D!s4PzfUTE)uf@%7^2&|hXv)i`jP(7
zBX(s{z`yNS4n#QJ^_Yt~vr@3DF~c(F?6ofOhQ!iOyo<yDcaEPw2chSgKvb~8iKT(q
z9DXk2z93Q;h55GR3^LC_SgKwj8*`teub)nM4*5AXG@j@dFBnicOGQj<gVkI!17^r3
zyS5I%u57fYH9tyA1_qzJzY7Y(7kly|!iR+%<j-W5n7bui&<}jbnUG8DIk8ePJ+bFY
zZ6&dctr@f9L*&0*9ZM1s;VFy|SMO^830ca7)DB5g03Fa?3lO+=EmHP=r6v(*7kIQ{
zWHg&TPb4&Lp~#Ksos4L*3VsW59rX^xZgCtyb>xp@$wm%&r2tWd=@YdG^>NSzB_Hul
zr-49hlBp3x%iCj`Wl~&743J9}7yJWf7#dmJE1U(*N%iRsT0*CuQ}X8wNK>D|hCuxc
zz_U(1NGUGad0hS|P6$m#8ucwR9A`Sa$;Y@v9y*atx#qZ(w3rI=Q%ZI%SVOpGZYcw;
ziZwHE>O&!}`LJ#RQZY{XYz_`#|LNayy=f{X14P{*V%Y(!LJKYm&&CiX=P5&wahWyG
z)Iw6C1KOV$!{A14p*urgMuh-e(?1p|`OV}j=*p2a^*E4WdXtuZ)6+Qbxk|MP4e$pY
zk_Kn3`;yW|{+&3KM)HRgB$qNuyE4#wuOp}jggny{L#WBl*nUSX?*nuY%SW65O%uRY
zDsXx&ElNdZ(I|EW6A0q`fwTK_VPU4QaFL2#bBiy#>4A@>(+i;=%yEPV55b3Ub0P6;
zhcQycC7p+y&s<4)Ly!yoH^JobT=bdzk*&1rvW)#m2nitoq+SCGoypHVoB@EzROSGv
z8e*G;jK|oKk5ncO^e@_eJ${vvx?})L%h(OUlBBg}wK35%z8#&uwe48**uUyc1?GGE
zvzm*%shHO%H9LFEoAU2PCyQixMjLHJa#zV3r=)G`-#om905T-eh!A$2>+;@<Tv7Q~
zn%p7lSK6*o0Z8@x&yX$sWEtvxhYg|HQUj3;5{s0sN`CKXwY;Dz*Pnt8f08g~x_aQ{
zML!F?Y+#wL&s(lmF!y~_W00(on*U0~e7trGPwg3&AVzJPz>xOixv*hn7R!#tRgS$y
z;!=}^@CoD0_fZPNS{{OI9?w%AEaeEq=1E;t-KSH{Cgqg@^8^D3adE7b$t152poTxI
zBA)<7(*@H09*R+Z|BNijWHbYubZ_f%Jdr7+lvt4-A7*G+8mBEM+SE?{$=!pc%Jj6_
zxf)&x*DvuJiUILfsKZSkYP_WOHMLswI1qRuXVMO7Xqa@rTdkg+dt%<kG)e5xWR_=F
z=2nU5R%y3QAhW5MNCe@T;fF&0Ym^}m_sj4D%xSHK3!YLRX?KT1w~~xhLIQ@-cs5FC
z$QG3A;6s!RsytcoT&56G@;<twpEKPF61?=W<d2^&K}Q<hp_Quf;FCh8H0VdFp2{`W
zvxa>v2Pg^qSNab<oB5E73!s$ft9*O_0L&bfF7GyH(&>Ve@?}cV2%KB$8ao+kmJyoK
z;hK`#ccXMQ8#r{EgwqS!F+HWlateu`s-!oeq-F0f<u7aDUM$|1>G;N0IOeM-Xq<e+
zhb$gp+i$%t6@sp$X(smg;?ukFDuG;KLuwIHgG8g&A8>dp*8M=@RG{Unfkoa|!Qz%V
z_aFL%FM6ezCC_&zc?s+^r#&g~ovgUg4x7009-C33OXHbH68<5sR!KeZ`;ulLHQBCN
zcGCB1(%fq5ZBf68uDzf*NFmlKYF1ip{+Zr!amqpv&IcW*7T*~ZLK&wrw|%Osw5}CR
zbU6Vb^wTkm8?{@BGO3ZB6)093U)$YnF{(g1*{OV#XxT1sN0XJO?b)*wQ&1MUb1e%d
z5%at!O?R_SR3yb3Za&sEXQ6Ml{L3brsilggi-u_TX%|4{<~BT6JP=}%icg_@FxY*d
z04Dyw9kAGoRKKZvN^SPB-k=)6ZsMEJQi-w3uHvy5Q>U?Ec&ikntVYj6AZwBxj&WyS
zX8XO&3l`PnS;8j;kr_wxG@JhA&96W0YiRjiQUA(*OLKwIUgLtssZB1Z4S)N4{7F|?
zUUQR1rn>5@7yl-#+3(9lk?n<jAyO;)P?6z&Qz_lm;xo3pjY%fvjhL549jI3kc8zkx
zGlIGFBlq^5jq+B6=HwuitKJ`E0o}Hd)AnfI084J0MDKnN5z-)i7d;mq?_+*v=X;Ev
z=Ka1!V$s&8&a<t$TD_%I>7%jLXLG~8K_bhcj#xx$uSTKUK~>_n^i0fHazso_^%K=+
z(L)^Q{GPqEiu@potD|9~Pj5x?c!is$2NQW;YiB<K>PbvnQ}OF;ElInW%32|490+8Q
zd;7U^1D>=2InE1p;F}>TWNpz1W|{esj9{gZp;?tbkqe>rStPyinZB}aR#@lnqnWdM
z1yR}3mbW`QiT%8B^|4<S%zjZIryPB(7izz6lStMV)$3$eme#1KcG?_a`Zl88PO;wm
z4}kCtv@-aBoHmB}uozDEe2NTKQFw%@b})&ux!jdC=rokk?qv7su(@>l4=|-`k&<;j
zL_bA7%uz7A7ase$Y5VEBC+vnQn=?K=l1WTEkGf1-t>*02bGtZ*JtT`f0WrN)5n(gG
zXDqAv{{gB5rm%}8{okr~(ej8oCL_gdbU)zh)Ts;$xtdyEec_+Gb+P?R{6QW}%L;3E
zY!prC7V&HcnT&WPQSSxvK>FW95^{^<Vx!!oEHh%R{B}-#Bj%2miw|$S_~dBsI$N7{
zB3n)Vd491(3?3->)>YR9&WLipF{!)E-`>g6nwF!W@7{TQ@|;>S2T~jZVj<yG7><=D
zNg<^aFiNbOoMYE8N&KY2lu1Pmk0IxJ1EAE40rdBOaerm7U)L^NQ>%ZQ)S~JhlLpSp
zNKZe8uZ}{qmX!isbx@bpb-*q%*eRx-7uN7vfoH6o*ZhE`iY!IVxJx6^u*XC)CYeR%
z`2;W9GdrXXg@q+$vS6~PQ!ItLgqC4<*5dFM#qhH1_j2<M=aa0{tZe~K-CBlXPt~Tk
zW`NQPN}9MNF0)P6PcMtWTi?LNo#x+{YTG=LivHrNS_O-m+F$A9+N&6fx6XwPad%F)
zTCMHj3Fd?o0XYSZNcUF_m7U+)KXZSkSKjHSuX<Sj+LANyA8`<LLl>9gUCVO2$Y!aF
zAQ`DZp~5?@&!uUgVx*cMmrKoO8pV7TY2OsO_O;aW30Kh8OhrQ@>-mc`e-?4Y;NB;1
ztOEpcY)~jsdu`V2x_ptwX%OLC#b(`CCXQx|S%+bQiy{gr(q>&*WO^iSO=VVmoft0Y
zpO<-$eP{<UUU5##OB$SjpfZnh2dvLSJ-;8%-=63Qyfml%@aZcmkSfbk3_g59$a`qP
z^VX84(u=GUvK&LOV6H7-tGORiUw49eJsE&_+ZgFUxO3OQ<5bJabna*8NzZ57MmdYA
zk{<JE5!&a$IVLQJ2F>rxp7mJdt{W{h-N`>_3n;3)6E2>=e%fyMv96Br$?kPP+tl68
z8LM`awJ~`cn^~8PnJO<giMJDGx_60if4g?2p=wtv)GjM~^>q8ml@lg$<&o9?pdMbv
z_%hPV57m%kU|?-;vhU<xm;KTzvG&)`r#n6cQF&rIbC;oRgmXhNV{5}IQJ)F>%Y<NU
zfu>!w*VX*j5ciE>8wQKnuoXXJgJ0g&5?5d3L@^?^&FECo7=|WuX3^GHZ1&|ARK@Xr
zSq@s`ATi$ZHzs<#{2Ja27v>@LBnWQXbGe@Wf+4+RQnwzF*$;urIr)A&P1D*2;8f=a
z4KanfAjG9s_WcI#mWR(f^j2LF)V8m8<rJr^f&&i<TWkX@!|5%p<=mTkzMDvLG<TV{
zy$F0Vj_<TaV1DS@j(@8jH2IRv&<|?;49dpfSwtJYb%-W<d2Q!SDOl@SyqMp&O*o(K
zdHc?4U(O@X4Sm1cY8ew&w`sC!OGVx>GM@Hy$<Tw+<D}`W_V_nLr2H3AG^Pj>DtBu6
z<xN;4y`7=99w!I}7k-IY)9R|v{|UO+QFym#7hMthyu{RH+LARa-rNSo9ThiTE;5e}
zBm_>Mz7emtszbSb;km-rOjVmpNUw>ZQTob-$a|F=hy+n$*@yo}{Wyam#kDzG-3x`<
z;vqhr`lf8hd1^eXA58&FqhY_>=rh$8DAn=Ih7259*ftf2)|XOp<E<agt1}U!;4kS+
zi@Jz>m|$<^stvcQ6t|PZ?!l)|?v`1>Yy(;sPxilB$+snRzv7^`w#j@E;&SrUc7{e_
z#@5t6kT{KdUFRqc{i=l5Nu0#II1R25Z=4OZZ+(B3L12lViY^E{3~HMdaeHDYo|q=k
z>76GhK2>&}L?_pZdsy$*^^#50k;0pXGnm++o7%$oC`Ft4lYTa=YT)d%=xErGD}BD+
zVPj%@=gg~Yv(uJOcH4Fo(<Gt^inmCp@TwR(#?4Qk%F}$XdhtQ!>wkb>H;cC|7Vmq0
z|2x?|SHI2f;x2Z(1Lgkjsjy8E&ywM%UG?f`y&26j{yRHW7B6<i)n8}Rs7{FL^A_5+
zvsxNZ)uPEW!&b~G|GY@awV<s?^*0x;E8zc~M8QEyU;IVN_i}P{0!}ua7qx#|+=7Br
z3Q?~VO*+sG(|DUk&Xhs^3X>Di?kXKnBkCb{J8hFMeX%xgRKA_!Dcy|4j7_cZemx-|
z)#kw1Qt4BU-k(v&dJ}veNE#!WNj(3&RHDl$?al4+56-$u#KAYJhYok}dGhN`yBhdB
zy2%|5`xT>3`aIcrLN2ItcVJs{MN4De;Fa|54Va)rch}lvTTB~y9v;|jlPq$DD>QUK
z-M2E4{o|4Qyk2K#Lfw}~#WDZ;)GGm$KX|Gr$6%*NEbsO!!r4pV0J(2Bbe29SYlUyF
zy{MsW5%)cSl&(eo&VKG;>#o4L>CNMV#!t^g4?Z6!H$NSQyx+>$ui578Dky!&_LaOe
zely0JT3GOJTXr*xBH)>}5k8`xI@R~hW2c|4{<1ydk0?!jJAUGq?c4KU@r7bP*TeoW
z&ob?ZfkjA>J3$R@E-5gR-4D(>B{>)rBo4?4X^t;T+=qGBz55}{oZOSo=~VgeppsBq
z%Q{qYuWOg(*Lxb@#CnY-RMI>;_x`rH(vNLxffM?HPNmC5jBt07dg!;aYp<2j<O){{
zd!GQ}5A;%X&C)B9&dgT!bgl$Lq0OB9^zl1A8*>2>5x(?26pP0?!QI_Z+xM-z&5Mq<
zo`ryq>qTDTR#T{#Oat$1L|+o2rgQJBWy+K{BJD+LoO*kwrgfIe=e?Xe<_sv(k2I?f
zm5j|$yMZ5#r|reStv^Ke+n(3G>HE$Cs-Jr9;<00GWgnTPXT0-vY3vkwy=(iU*J$R@
zAd=mJ`W~t?-7>@XMdvtJkM~=H^W$6CIl1s3oHB~`qtXRf(pc@<m%j5GQi}i1Pvm9|
zuMS2du0}MlDJdCU1-+g7R#N%vdnawLx_Cc*co|4jg!N5zXOz+Q&KmE|Wye~`BrazE
z;@<cVVCm=oWc#txlA`S;op;rDrAWlzeag(rZg<jSIav#9O82@))fKEwQ%(76@XDRq
z`R)7UUAeU}=zW9HuaU3sI^H-|%0=b4S0CyW?(1O=<pt}xg>5S^)`1n(noaqWYq4#_
zg#Im4gn(Tn=Yk^oOPavfMuYJVG48gXr}h+-`IbSL_w#ik_88QwKot)0w#sQ~iHug)
zYPUquJI7RxQLof;*gCNjkfw!Q{NHzY*}eIO?MIvA*}XsOP(JdVyCqZq0fYiO9~U~-
zE8*PlHrU<?i#95WzHhNMY#y*oXz9RrAR{5e4Zm(ryf)QP9KBs}Uw9ek?gwWqw9KYV
zCYEFr^d?E&a=#o>vq)UjWYVnPYW|mYXwu=c9b((MdJYpAdHTjf>aCYEN%*7CSpB(s
zy94B0HNsVrh1kMOcVXU!r?C>V35xNXCuNgNu0mW2&tmw;m#Wqa_u~|R9Hb=D#wapm
z+u2%|^74iFMO3TbtAgM~sY>_8q6{OqM#IQ9JKJfcj`nFg&+j&)X`=S8yB_Zfa~U+7
z^Hg{Ki3Qe~Fu_H(W<;Z?FW-N?VfC2liCU}lvVu*Fzw(n~{eEg-Z}yyK?nU^xU@0-O
zI#yjHiYle8`|>QILR#NwUWwjAK48JTE(eCD`TTkvX;k%%!4uhIPbQIKN;&>GcR3)-
zV&F8{mpoli;#RZBK5%l>`!?MQJ(7=}Gt&6$e6vL2uZISD`usmd6|dc9o~tOgS+LKS
z0KMk~9m#XGwDEpfNbr2@y52r?V9x(1jQcw+a)N3-c70421#?)9aONDs7aeoIJU_77
zwcU)JejrF>Debt3z4VU!QglbvJ1%=me_v)o3bFR)gRZU7FA2#n0}p95EFg|d!GOzD
z9~cAjQY+<b%}L%berW%v+`|_g0na5kBno3j?!|5AY2_mZE=Ot$pF0&mbM+O!cgLAY
z=!493?m8A7O?{*Psr^N_2VoX4q@yx0r{c1~Gc7l-sBK}z)8Zto$r7!=%5pv|$m^@u
zUswjfW%a4WFcva1mxUDassWsWGbv#Ot{>z7@^${C9as|TXJ;HNW*6!b@~I&c;`$^H
z%W#hcujQ+e87d*!8I~1sAMJcAE-r_PKY}29h&|=A@wI<nlTbsD-$q)gPDr*Je}1l6
z)ga}2v_U|rmZgQXbfFUl=(AL<9CDu+ev;(0PDb`~cH#qk;1DnvIv&NBt_XSv1a+@0
ztE$NSzOab)#!Va_T^s$Jaz{0I2wT`!Hq=%5CW~Q0zgq(sNX+&1lL3XyH<b{OFm{Wb
zD3_j%6=G(~R4Tt%6?wMB$h^iR$s4uwB^>IJ#l`s_;6k_Tv5l+R_wop6GWw8#UX>gC
zq0uYa0Oitn72e3}i;~FAo%Vu3|Fvqj5ukwFi8th|oPPwPf-z#P0r&@kL;&BC=$@rV
z&9C&ad3U94X7W4+I~dP{PsDC@N#b!E_U3Pl@)>c_T{s>MPd@Brh=9*OXn^8O2;s*)
z%6~|j8SzP?-buj{Wa;svhz#z;-d#n*GCe!eXbD2oe2JNAk?n?%@$|{c+$PH+pQe!a
zJ3jB+1hl|DU9^D)CXFTd`Qw-hQ;#?9)vx~wGUQ!Jbg7vPdcDyqTiF((&HBlIHpl1R
zk`-Tiscc+RPrOhnh-<>3VAx~F8TLR$a?P|lQF!c4HZN(qnlexsm>lDPPL1*jrad7h
zPB6XQyG^>8;YUA}f%z5YqP4ri`F9(u>Z$^tn3-A(5_UxfGLy`HK*mnBG-_l7iz0%7
z6WtR9BZsNR=sdICNNuB-(e}y}Lx!I496Bq3fs=wjoQeBwdCA8EdC|AE4!0@d+K3f>
zdois9Et(fHhqfxRj6H6#euXoVSz-@!2+gY|@X`orh$<T=8F(-sdU{kN3HGJ$1e4hz
zIW^1fVuhj?lCiFol!#)T*|P**NPJ19%ChT0@DizR#H6jPWr*>}lY`qY^-NBDSl|)&
zK2<)c5O&NR=C*ATQDaPCCcPsozTtM?=4Z#_Sqig_rsdHR9u@R=&U<n1@LaF-1MPLI
zRkXPH3}yRI8HsgVzz`W&nis5y=UJMB5fin4by~Ln9sIjl`*=Ld?M<!Hd!1YiI_mtG
zRg8XQ?bT%>EZCD+pLxnsMZoubv5Qkb`7)KcoLf(0q0!^(V9e|l6n6c-x?VnPDwc3O
zF05dH$k<mjxmpp2&=%$iQ)y7IYCeY2DK0}}h!oZBOguZM8WHGi|G+xqW0K@yLx>D1
ze@RRZe^&Az8R8(yl}L0cc6na%z7$hy*^%a;Xsi~iV4KXISRnNGN6z9_IY}3wdR!3G
z_Z6dlyJdRwq*(OVwe$S18HVWlHC9j1lBDkTB+{grG*5v{Z{9R?SxD4(RO~!YqCZXV
zd0U;;MO=bBg>YAhQ0tQeAOMo3VmH1qAO!4pcekmM7aU(A$92Gd>Be@%85*&39Y8R$
zl=S+(6JX;7NGA??^>=&$_Tm2l4)Y{3o#Qkeiup5H&~@p!2Ybj6awlVSuS2C4wtpdG
zvJ4Wm;0Ys%89Qu+&PyZ0(~=pJao+4;WHZPfAk`$dmTnh9M`kFuOx&cCtQ^z`VRhSR
zwX{ZrCbpr#q`n|&$YI+0@);>DHM_J>vLL@&Y{z9Wf|m3_=Ez=%l%UFcPx=r+og3nQ
zy;Ump+;=8DS^*pd#TzOS+*SYWE22pb$4g*4BC|JR&XHqS7y1^m3Hn~AaIL5zt*C<G
zf}8?9KC+I*W5ox9b0kDl5_Uj3_;9PWcr_d#3E)G;K>@CJ{{{m7{=AFi<*SX*O?M7Y
zLWJyQ;@+o+ccm$&ZSfE9XK*{gg0SgqkZ}cENpCjo2&|+ksFVlzQ-_L4GCXbg!MHRW
z1_<9noSn1bQaEE2hn^l@_~NDkzZ5~r(O(H7xH9!~)aXa>@kD;^_-|hN6iDfMh)miL
zI+LC;SS4nTHk^nd&vbG|VB>Td5M_*IDkEi`rL+8?1yWx4Z)7ibD^wD)Up7M|$Akjy
zqnf*9MwLKPMr>>8Tz|KlLeG!3CY_f0;7gIMH_NV3jV-zW7yzNQ?0kUqiEiZ*N=6Hv
zOq84rNvr<Wk;*w;0_dGH9;W{U-6ZRN#1zoFQqcJy(uE*1Oah5)t+Jp(`Y3lvogW!a
zf_nV}nF_qd#ifkUvW_1yI=GP`*QjeM9s1BAK3EwqrA5$BScqEA65rCtCC=W%obFY!
zWKgeWddPOxMDzm&{OgT%V3YD+Byr!woVqrgn#|WHvy`+%>@my*j}?1M(z{Kd{2n|Z
z;}|>p5AY<G&m~+fIrR)Gqw*HgUr2ONXEJgvZ~S~<ZK%sL`uGX*Y|U6TgkXk*F)wfW
z>9)X}oF_bgdpg6j*cjAOAjKqUo%6HtRM?!(V`-s~1qPYf(#4TthG1xXdjG$w^nWgT
z%DTN!N@AclLQ648ZFc|@^7|ZBzWe(E)a!n)KnmufgKjH%7bib*$b<kN@@LIE$uLEK
zg8Ys>6pWrx<b}rwInWm@mjOdeuZ0;^d5wERrATU%fy6tVCi^A&Xgr2(>a`+X{STK4
zY8-exd`2{N-%!pY6N3j-jX>-1rRycHDXC&VGQjsUnEX4hu7^3-*j!;=Oh{77i&*}w
zKGoS(e+(Id{=J>=>Ro!0VLvWDGu6ZB<j|wf)=^Jww;S^;x^_LN^<PC}DkS5wGqX&<
zC&LyDRRIN@qM3Xtqg|4J7?K+E|FntlSkgW(a$WG`uc|P7XY!o?aOVyMcdebiKA~fy
zeQq7$DF~AJm@UJY8SXH?y5Zh#{aAFqvfR<QuY#biBHlI|V;?#ufXS|9s?MlqA~DO(
zBQxriDF(Rll9hz))+nQCBGjasM>CZF;8hhrTTYsoExOnKs*8&3>3OLl$M?;>y|-4g
z&fEiort8S8hKUQy=jH{T#Dy#rg&WMBc)?!2_-ZKC7{{>t#lXv)f{YdqWC`1`W6FD@
zm%t)Nb$WZfNZ&(2LR`P$jmew$(^ZwW8J5RPsJiUtx+0x1k*z%ZcSi$G?R?7DA9qA=
zv>zR_KBw|(F*nfvAy5<`ydg|pT5}sY9jI0JsX#^i84nXF$qe7H96o>?U83ZgeACX(
zxROaHhhsRuI9XQ?vC?ihyqkEoZLdvXC|6&QAUSW?v%y1So}z6&t<Lpg_aO>ffo;IU
zHET6Avj618=p6(-KrukpvjAD~$=Dzn_S&et{(abl<nK>*Pd%RY7gCbWZ=1}*$@i$B
z0D{8f3$%oCq6c5SsnrxW&2FaV3(51d6dHpR8w;gaa$^!snWliX)Fe7J02yB_{YO#~
zV*m-A;?YWNATA_{o~CM;yZdH6PHitDwXAz^9>(2zR=Ce`2+PS*wtH3A-blfE`*Srm
z;pBm)%^I*#TVKD-yYYRzk3e5}dZHn3e*WaG*r?YHFMruCcwPk_$nG!_%&oQBWZ$xM
zX?jn6cvx9EXKNzyc1kl{<ZYyE*eJ-4By%WEDe-U-m#+9{muMm+VFYozEz7Rp?2@GF
z0nMSa;CLATTQOZLn-n`UuH&TU?``}OBEu(oSLsy-hoXC=icaB`(pe9euS9zFE#Hdr
z?A0{Bf#;k3`coCVW*yaEt~7GzE4W6dhHY(JjoMaO=F?^ysfdGixUGkFUkNb|SI&|r
zpjNGCLPO4=#tVJpdb#x<K&=nl<;HcR<kxTg@c$*ICeCE;Uw%8@VqI^19DUquzMrNY
zp4In2y6$YC0Cw12Ds}jO0O&v$za9K<pQms<XCQcpGXnnrtIz&+>WokRaNdM?{{YH$
zKx4n@88ISw$BFIkXV}h1U{mZ)d&F@}91G$2d;IIlxvJ*<@?0P7xo#u>0O{-d{_hPb
zne(<ir!yeqKKsrlGN)mg-yMeLC%kM1A~z$2B!QjC%=f?>ZS6VVCxDTGG2G-CCm#LG
z@82*u26_4U^Vc2Rb*mU>fcR%U-u#ad51u$wQ=AhcwqSNY@v<inGqy?KljeKJe%L2+
zK>!08I6O;}1e`%5agmdq&Ue`D?Ur$o8QKScH!~oNW51IeJ^uh^zJB_hGpOWva_%0U
z1KsY@EJ4I}$Rj=`PJ9m}V}MA>#tsbm7|7Uz?k6WZOAt3C$eqc|OpkMk8<;qehyMU{
z{g2)bK_BCR0Qq$uJh7cPkDlOg?$cb3M}|H=c#TIn>K)I6IFHmsle_^Sm<NbRB;(Ka
zh@5`XeY<<`0yZNONsNg8{in$D89WoVAd&m`&iRQk+<+iQ4Sn3cSl}E7<Q#ecK3LNl
z^z+k*i1czGNFTP~U~Qb{N!vJxJSilc_VKyM8wdwt2r@gK+%3T}V;Rgw2kjllxgF04
z0A!u#$rzcOWQ?BjO!&lP1LgMz5#!4v_tazq<@W~><I5xW)MLi@Fno;m8<0o22M|aA
zDKj0;e&C#qjDtIE?U@kHJ@)?X;Gbi^i6ed?1dx071QHKpG3WVaHqQ+;5e^-Dz%o5N
zanNy02BIOuuYhEFcMderYG6KNGw(ac>yNlH4#aS#cY;Ce05E$Uup`8uZHy#{>7Urd
z0Y1lU0(Ke9;1Wp3>-?mHfOdoa5gbPkum_-NsPqm)sAm}rXCMtcG6B<|aL3>pWH19!
zP5>qeAD|@v04=u9Z#*vXliqt^hyrAQGGNI#5+X#}dU}etLp032Q0k+hrW$eQRj?#B
z&{C8oNgqfc$QzNyWlN#!(%NdTRdiMgH3c71z1ID6kP1;wmrzu*G8<dST8sdhSR6<W
zM@@KWKJ17O4K&k^cyXx_4Kwigat<R{JniHhW8C{}b_B*G_9Kgp4X)#KU!`xNs;f{`
zD6-PjgluKUKi-=M9Yx0yB&1-FILk#|im@nsr6oqCt4~r(*8-L;$xt9AZLnG;)M7|=
zmjdzwfG8B(u3Fmra6n<Fk!z$#DNQY{Dx^n2kD*IK{Z#{=wDqO6btsm?RRS}idWJLr
z4RsCzI1ZWzP~;h?$d3TW4M$F4zyn-+@z;f1zoC?tw582SeWJGgC4VDH)mvV$06jee
zr45x}g#=U}o}Z|7l9V+bo3o`z)AkWjQ}qN~uVoLql@I`1bjb@!GxY+MvOtiw{<4%{
zB}GaqQi{}~R7!~|DkPFgRFZH>B<H?KJVW4<IgCj;9!~NiaqS!NA&ie99=u0}y>Z>k
z9I!M1&k@gdFayJv5ypY9g<q~(p8I#|O?Aql)|J)%Y}$oAD1(HWc6~OM05L8l#hFo3
z)KsEuQhUgOJ4bHar0*HXj6{=jf@j!B0PQ`ym_9ILej)x*BuF5P2*@Bw#{K^QNsNa+
z?mTq>_y=5QJUHkw7!5S}XFT!&r%H^Nnep58$j&x6%x@<=AZB;S{{H>QGEcVs=Y&jP
zND+bbnSufH?>OvFw+kSi*!SOI;z=Xz5^^|>J~{@y+q`(-bHk@SY4RW0@%yqk8j5oR
zJ@<(5yl)^uCN={A@T3{u2q({x-){c^Y0QkKAGw+RNICJml6*-MIXpQ#oZ#m;Fn+_@
zM1Tiw0j>lwoiaJ+rx4+h9vm}_=A5*^X9J$O$1eUHesvU%#v%@2^>^5r_Zjc!is}os
z&epKH3hJsgPg27#DYQ9{{W#o&JF-MLm8MdXM1dCKW@Ge-n2dYlyniU*CmF~Ge1U=H
zM&2Vmj(Cvq<Qn5#;4$7h@y}2WwB|l}2cCX9Vzx6J!m6lfQ|b#<zV}QwF0$Jd0H^@9
zkLui~3lNngH%`jBh8##KQYMN{U*CWA(zdHjRk^b@W7MMxKg6!57PgX*s3ZLPoOJBk
zLSemSCQ1JQZ26I}JMZLXIE#J!cZrcQ59&<rt%#l(#x()YG3A}zJNST)4EJ)4-hv_F
z!<Qae&xS)G-&x&vFR!%Chv<G<?Mkn$4^Y09ETl;4^juPU$so#U)c!rXiZHs0dWu(8
z%}Wo{Jf5DW>KbvE5d@E^4g{=Z5d;}Cl0<PjhU;;*EH2$$Q%JM*E6{alLxuna#)0&l
z0~lIV2>`@^Mr%*ZDz}?WHTu~>e5a8m)*ET*AayVO>B@eg(v>ACr)bJZ>q!8h7~&#4
zIFE3LhIwFqA)Mv)gTK3nO?Ak7wBy5$HSvHpkMT3Hl1vW=^^9<)P9%5ppD{g$e(|07
z*=4?7Uc|KRZk?-E=~z;!iuNSW%rFrKVJ}jWI!ppolR;I>>!54qZ1r?kx<Uv;l&>KU
zDI+BGEox<7N|LUY>YZ80N=YaxW4r`(&<Bw2=Z65(A=8f<XE?|Ra=?K14tR3pI&-WD
zpZm#=zkQBkdmQJ7k2#nyF}%(U{ec5*vJVwClr@wN7Hg?$DI60G)H35rRCh;OQ`VUx
z7Lr6LDsoR0f<Hr!+20wF_A`Ooal~YF$PR<90CmO#B0R?-!`-D%91gs?Yn*uab>ogz
z7gl?X^Em=cd-sw%k-rFe*!#!Z$Q|~Gh>^bwbAyP+ao@=pGo0<`gW3+~1a>*hpXD9?
z-~dNXLL;vM#{lb)&M|@4--?X)j=0cxfM^{2<a*Pc^V()k^Y-!m^MeC`5hrArJ&p`^
zj@j)Xcat0vbCaAN`$S3i0GZ6p2*~0Y&SEhbiOd<#d>kJBNRVTPPyp8%$JNtZ2VPq7
z4324><Bp-8Jhb8*HP_%c)M_F}Xb~iD2NSu@!^R`;1k4@(09gKJF(z@?NHSD-SRlqc
z0X}2yBf$~cPIz5e18{#(Vo!e^x_0)Qzz%V)G1PH@&;&d5?+tapb9??gv;h#$Tx4^f
zzL_Vy`v5WENEq9`+&Lsn%>K9#cg#%ZJN6u2Sg_Z)+A3<&i**}>0asqHMGzp$8q4dD
z4?#;^E+{1dQnd9>H5MCklB!B~Z!d<_g6+j0FG81y5bIQ}Iv#llQCJPtE*4US6rd$d
zxacF0z~ln}AUVeX)5lI8G!6mo4KdIM!<KaAj1G8EP+F_*Ybm6sTZu$^uc(Hpm>oeq
zZ`8O@%Satb%G?;p3Iq--!xnlFvsqL5l}a7yMI8Z9q)-M4cD(czA!+(jDbQ4f9Q7o0
zs^437xL1?&H3y`G0Lw{3G~grs?I~rXrLr3Y^c5tnIVDm`jkw}Wh@ATmZMHqKW8a5B
z{O&=n1N_}S&N%1KT8<;AhB<QPQTOA9a08tO16P-CRZ6EtB`O%8r$W}gnnuDObwn2W
zpR3J7s|`zJ`iVhGmJ4I8VA=NmUNeGcCVjUv0Pv;>5%l*U`|l$XAcAARjPVa?2W`k6
z(q<2M85<l<c!0+~96)%04uU)|A;TTn4-uS)fCzx~$c_h54CCM3fvD#m*c(8RGmq{h
z{+um@`%IG^z{L3z-*J<_0Y730AW0Yzxf!4JOc4{p6ZghD5@Q&d1IaU=7zLd}UYZ8I
zIO7@AI0)xY0TA)`=pAv5ecv59hLryRQ=IHQwt@cuXX_jvNR6ca#{x3|lb!qf@Q>-^
z%!u3*iHY(K#PE3-8127;Ms^*$<MiREY9qh{0iO&9*gOa0oB(sDA;5=l2JW0Y`FLqj
ze;_-M3EZ56h@62qp2s`@?nHuq{(EB)C&Wn;0yuyIpL2l_a(CZtu`z%I@cU!I?}(Tu
zGxt00W=Y|$fyi;7^WpLl*QXqFrZnmUfDJRCV~&~EU3qs?!60@K+9Q1Zyb<H?1e{Fo
zi91Ojwj?Go?r=Cqykqq4GEZ@g_Q}M|aJ=@DiJseiC%(`J_(u*n$n@vLKCjD&_h56c
z00{FBe-58$i2N~()Kfc<WZ=j?V?SxYnTW}O!6rm^*#7{2H=JW=?FMF+s;-)emDJU~
z%`**xR`o*C+i4JFN{9sD;UtsVWR5jm{{WhFta_C88h@R4>QBzp1vf~NdVo_+LLYcY
zNeWk_*-n1EPsvr1L^7ek1WFhT{bA%F1q_Jv<N?o>eG^3L;0Rsp1_ay+95{}Fs0R%A
z0PwB66`TxWVljib?r=c_{{Sov$IDNL{%>=B-(Pj*){c8oTkW;KmsZxBzMr(yF<vRz
zsx;oE^6hL&-4yi<x}>w}LS96WR0kaLe_3j(nvqhw)nXQzC~BQ)r=}DAl~Xj7u;?2C
z^KPieQj}InJzo4aJ}_vsR;Q`t*D%(KYi7T_u~T5wO`)_RpH@{<(OM|&_0){A9&tC7
z)6mh=s)Y+uDwKorY6@96P3dyW!&{OPmg@u_$g%<~2t7?j5;Ia5qUlb_vzF?pqDcXi
zB4ktyZPR0Xa6@i=hS|G1yY`oF+k05J<*kc8TwJtXVhKj5yl*C=1_+dta{e||vu2K7
z_HEobQG&%t6eyfhNKU$5+4yw$5Yo(P8tSizEfy<vZAIb#0Fk#btFA56&{<JUN}7LF
z?IU}pq<W$1ubOdS)l?}6^n!{(2;+EAa^se|LzoV7%9^hK0HidVIyQq)+pEc<yIHJn
zrsq{}U9A<j%Y_YU>MjdWtA3uo^H`@k>D;1CFhxjyJ!h&bwJpM<t@oF2O+u4HZ%Wh{
zZIr1gLYCYiD|uxpb;n)`S`?)O6rm|V!rWoj(ApH*o^VTSG)nz8(xnxs0|ceMr7cS-
z27a{wqI%B;Tzf~Fx|fkO+m{a;J`<h1c)M^|$o0U<_HHAYE~A9o3Pd4@Q-FeoB8nA7
zM||LJ_m{l(4`{<Ou{LwDm}wR^>%^L$XfwXbM(n*KnyBR`g_(a11j0<n${A2}-Ox#p
z$Q2f+N->hjq*jx4)7p1KR@IeiyG?$dra^f+f~KZ|+eV6T2@1G5`HgJ_6TK-VO^ci1
zAP`g}0fbpOiK2BXmW?~B^u_&c{VoeF_SbYMQj`Zu%>`5a223R?Axe-E6$Uu*@x5Qp
zm${K~rPlNp8+L}FudAle;(@xv>ALH1FFj9Os)EuOslC)tbh&au)bGi-ii&D-8DYY&
z4F?toQdCk<uC$OyDPPm|10aP+1E@j3k8PQ4>=~^6zQ$Qgog|z;ZkvS39@#k-h!H?3
zfi)HNqztm;530BjQYvci5I6S##^Z~hX~-jSNtQ0x_FQ3Istx0neC+0Gmi7vYP970=
zDk5L|wOkoRl_m~x4B)>~$*gRTrAaVg<Y18?89hQa`$i%U8DOeQj5g|23Rc=oq`;n$
z)BzpRQhW(a=1Jq`OG$IXn|c+n#+TQ(`)x2CD5P?w7YZhVMgw#gM(e1MH&@cYGE}ah
zR<f+(<MC_p5p}n}YO3aS-4rz`Q*XCHZLnG#C|OFB6H{rlP}Q<eNF8iE+Q1}rLev#T
z^U=QJ7X>R>=tWxr@!L2n=I#W8yS`v-n^!6CfN(FZ?udryoCE6xGFwuM6!NrmffW*u
z)J$6_p7xjlRLZ1n-0>dAA&?L#=oRTtjU8#HIg8KzC7^3HOBPKtrv6IJeZIKUmGpL6
z+r?5JyjGfOH=JEcsb~cP6wyl&P|Dd_nF6iR*uR47x5M6_r_@}b<leKj-s$b{BT-Y_
zTUA|CcZw>CdU{u@4OJsGEV*2T(^ENIg{GdNDXXOQ7=-$#<z}X(`lsBfsd?Ipm)vpZ
z->7kKKJ%*`OL5m$r7gv+M5$|0QBnRS5@d7-@b=OC=5L)A4q)i2Dyx2uv%4C$>v2o8
z)?2lq6)lR(BP%T^S6p2wCYh!ZeI>NwU#O#HZ$6EycUf_;+czXy^QtgqZ$uap1r%=8
zlld|zM`Gn-D4Eq!cPf>1kZwgs>o^cDRLRF;`Zn$3_chv+Y2_^FxnZ50Zk)W(rt!_g
z4{Rve!xzlrKf4l-Ni>SG5-TdBL0NOKB1$M^OhnWAdbQN^2TyYyyWNvh*+z~UO;+~p
z6!vEyy&YKX(JmXHxZD~IuG+gfT>`C!h^SU2y2MnfeJ1L8g{w7d6?RLlcALEFikrrz
zvFZDgs9B`8uF-3*c~sR}f~6*zs&&y>TW{5_N)Rd(!d2-9oox*-0K7Az`HyMRRf^Tu
zEhSl`bxpfh-svjZqeU}{v7u^Jz3P^(NPTu1%6iJw)>J(~>8%Y@xw2}h6SMBNyPJAa
z>!_?QTkpZE1%2AcDBo2>7n+u+oPOO;PNar?MynqUAuCI*hZ3XE@&eN6<>V4>?D39~
zO`F9|PgGSfZ|Y!D6#IyJ!^DLFP*vXTlv{WN0Hy6rAQk(M4RpZF$IZ+_N~%T<+NU`c
zawhG(^sCm6QtjWP85Zd`OUE~4ss><;QQL}Lx{3={$*2Yj#`Uh8(%PDvO;pv3^{HAr
zP*Ce5R5cq-(LG&dqpU(jdraD>5Nye6rmgy_I_iq1K}9u3tlQL0)Nzy1TC24Nk*n1j
zTCT-%rh3;`RbhQMYBy-EwMnLRbX^WpzDtx&z7Q1p96(!gmYhja7BP-mYUXu!DXp(-
z4JB`DQ(x#VbQ+S0BC)0^rmCueO|TuTeZ*7NQK6dFTR~b@#Y<f^Rg~*$rQ=9eX*3G%
zU1__euFA%OYSztWo=R^jV$O|1rQB$M4ANJXdh9t<aVOPT3^eK+nu5(UwT@bg0=i=C
zT{?LN`9#j$AO~@Xwkwk&?CLsAQz!&c@!KSklP_SQR?$+N$rSaGQsFoeQ}ASC32)z!
z$T~(+NY0wx5>jhNr1~MdIEM+C1xD8Ta;}^t=}%u_>H(GqZi}TG>{lwS4QUpvmyI=S
zsJ&jS46}bwez|F<dgnyJuB2u0UZ$LA6}sC>X|GMz7wRcW>ujT0X#H!WwS{J((wciy
zP^HdVRM6>r#jWZ~`%GCXnqjokTPc(+Z?{wEQ36d%4%Dzv!^|$J%G4GWQ$USnN2~RP
zMb`bNuUbl_I(DB$($QI7Zob%x3v2Y3)m&?CNb0zv<yL85wy03hxkXIKW!8(SE-MJs
z+S5jI=TzwHRb7Unn(NK&RPBkYj-Ihw!*1Q!q<Xkj>N<wspm|M}eN-^$MQh<oaYd%7
zTd94Y38Z(Pvc&?d<yD&|{gM%j7_AUks3!UFIBxB@sHn4GS54Fc7=}&CCOH;e66J5Y
zixLe8tBLyUVVXCRS_<Hny4w21!64mf1z;fklI@$rwT()0;!+{|Qn^9F7K?gBRgH|1
zR7H*BMACCE&8Yc`{;kyddr)bM)z+2G18t_$)NR-4t21HYS4CM}Q$W*|PCm3zJk3Z7
zu4O{Cwbr>!Qq?Uz{-X6_v|emFeRLHxw+&x#)VBdyZL~J3Cn_!U6qVI)+}>l*ZJL^Z
zIvaKM6;wFjNGa$f*frjdyI=3x2JNM}i>UOi9+bbec+^(fJ7p_v>ly%t7UrI>{{YIB
zEz{DfrJj$TE!0$es_F$hG<8q6Q%SII7o9~(X}xL|?U%h<RcWx_>gla$Qflh1E;&VT
zTBvAVxh&B!TXC*^Xr_JlnQb>JmftlDynR&s7f~lCYU6pLioI+oD$Sx^$ty<)B4!Ls
z<9VuV)H;Hi57$tFa9GDwT&kOu6*+4eH+2-&QL1gFnl*%y83uP9!1Qi+(~P7SEcD_m
z6EoLyjnYIMzP8vke4BH}Cf%4s$GnVY$+DWiQrhaQJj1ecS$x;H={*&sG`-q_^QWtx
zMUPKa)>hOZ)-@&0=;iqq>IdyZ({7#jsT_G9!rgTvPE<1fU9PYC@%<Ne)LIq09=O$Y
zw#$2#1~2-Vp+R(~e!7M5;;wDKRZ^CdK$oiNdI}q;DP@IJQn6L@NyhbNlCkr9mJVrc
zV`bDf8hvGBvD9AeO1V)}-E9kZ^6Sgix13^@uAMb>bxev{hpFlxVM%R%g4C5E-X!w>
z08r?9ntJUEqc3e;9OZ&7x<2(r3+t@2y>Fyd1syGO&ePMj{Yhrt?^@XFZEI<39X&}L
zRgM&D(b|Za>&Q1C*~?=vNYR9dNpzHKF5gET6%`k9E*!Q|MHK}On4m;m4pJ(1(l;t|
zQjx8kp#c?tMU0G0>E{;uX!7rN!NPK6f`p$<<8}!|TX9hn4O+HlX06^P{dcfMDsL5Y
z7NXGlZ<_iiP1(7%qAWKGigj2u9n#L4yNzuH2CAZ^3Vk%Ssj8<nw3L-KHPit`mRP!5
zU4EXnnc6zX>735&I;%_S8vFfjjnuaKglSz}a?`J-o~ELrvd@09KEtouDqf|e=x*g~
zO+_K83k)ePDpG()N_Dp_D|x#|s`;3`dfkC~XliCx%O6UL%Utrb(j2Z*lXGcI)Drj!
zpv7~3qlr_AbFCdo;%>6$c8KN8`<MD&>qS>hb>_CSxLU2RS#30`r*`W56fVDAd045V
z2}6&ror3dCRMf7bv9&E9ESiVui!*rP!J*Mm@`9RbK96q{^+$1yishPea($W$5kcQY
zss%~cW^yQ+trQ~1Td^qDhLW)HtWmw6wI!m_;>g=~Jf-0djBVR6b`wk5*09LBK*^`-
z?<L)xXkl`jq!(pAl8hV1gY^QdxpPO%i+-8BT6wK`(fYpWak|_+D!U$-V%<ai9eJ8$
zQrlf(;+ndU@>VN;Va8qva+UTepH))XcA@!aT4=2;tn_CoX{`4vO<nrUb-7zVBGUmn
zYL1?T+ns$=byZYGo`%}{;fI#eDm@g`KBP1pFVrxHZj~Au>08ZPCb+b7A5_rUESgH~
zZhu24Q`>ay&b>@lTpYaAw#~)vyQ>8a(NMVKue!8S)1ry0Cu=Kd>ZWrWQffUdqIDLp
zv}s$;y}H>gimRa0R^`=v{q4q_ZM4x*)HOwPd?+QwC?cMQvBH+r+cfUDQiXXFqV@7b
zFRQvzT_T&+83`bov6gk)v}Q#JyJXn`8yr$uP0q=&l2GY-$^Z%|U#Syu1qAJEzJhON
zxhao5a1ndz;kaz*(lwKqSut$&#PQtApp)44VCe4U(RRrfV+#KO4Oy+N?Vk_2c7vb#
z<DV(KuH{vzbgiz-Ph_vMu-C}c(Edkia_ZG<cM7!nwKn@r6JnIp{{Wj2R<zc>A7!?6
z2gjc#^`9`gTcujk`ZnoxztQXKML|_Ht<RbkI;#!snzxeUh;44tA==wTTY<HyA(b-k
zNl8nC)K{w=tC?K7r?YBHPOQ?;>RVlo;di2@)T*@Jtj?9%?`gG)%NuOJOIJx&!l-Tz
z(cPb>t7N*veN^jG-O3rb*zUJ&Lv68Y3oYsGIdpc{c1<1Lh3DvMibK@w+-b|`siCQ;
zq+2zKrmba)pF#HBQ%MU?7dY#pW-?+Le9jL3LfZtHCf#&OEZfD#pxJ{2h0`U9nbK3W
zRRIAZM8cX%cJ2(|K|D(2*+rFg*;lsB%E2pY*V>_<Tu!9hx;M9_?u(W|-0i~oIO$YW
zGe?OT1~Q3nongbLjY}66gh_jTb05QBl?KkBHJ>pB_vHx=n(Z`ge>>=y29NqMnv+lK
zM1gS&Ey(K%`nc!UBz_b5na`^o(^6>~-6?9c+HUSxpMO)_ZnP_Q;>8^$Ys}NPZL!`Q
zT3Tkdn7Fq+AQrxnFnI1~C-nz8E6%7K=Fl21PyD@03~6Jh^#y(1y82gBT#CAyl(Syi
z*>a6ZpmL4Z%O<T)IGT%1Iv7$aEKlC~N$~XdFL`xk(^YmAb5mPf=xq#GslIB1^U9iQ
zXm+~p^>xKHOd-XpmYHs{n%5MkSO%RG?K<;YGAC-+++Vk0h4<1)=L#`iEy^cjEgIRY
zR<B>o3QDz9rC0lxun;LbLZEibl)yz35FT2*y$?MeZpC(cdy?8)WxF_zLV7msj(UXk
zpK{F0OiIDq)<In~m_cVuNSwhRkjlCvHKYkG7^((v*}+yzfqdoU)~@7ku5U(bCoMG>
zH|-Rcx_XNxRZVTaqTg9lTT0WdJ6T0RPzb2ERW`QVr9zTh1QG}%Q^A4=APK?T@88KY
zKej>R=$}`7KGo|#iH==!s-m{c?w`?mD&uFZvQ`S0ZWVV*bE&E=Pt&rRM<^Fe(zOHi
zF1r0oPP0)#OqS{1OX_}>Ka37u-nG}mzPzE+nr6EFdZtB!y3WP6*!6vKoS@Wps;Z`K
z=wYWHcA?u<HO(zj(*pfSLya=itNyK97AJ2lR9?}Fc*zHjrW1`uZcvYXp4KJn$LcXq
z4An-el|rDA6LzSBq>0%q1u27cL^+D~{{W-1RihoX-LTgS_!yfZ<;eEHv|Ygs#VdJ0
z!`sbg866pxvn-B+(r;9E1kFEVymDu3%wwc((1ahIUFLEOXK5XbWX^Wlax=hkWRa7O
z_#^quA8eeH$6|Cx;ls<jhK$p94QHtNjcwJpI|Zuac(>72Y5F=lRnEGFimIv)ldjVh
zmA~e1JXl&>tPARGN3UgZ&q`m1E@bM?V)H9Pa??)L>eX`ZRbF)UeN&azYgk1+4d&-+
zpsA^;y4PDM{Yuo^9dIS56+J6bQV>%+Iu~hneCo34vz00-LKKF6?m!B~krF!oszpfc
z!N`E5b-<({jB;=9r;P80c{cm>Q`>gWS=nx;trg$7zmBRl<UO`y+*9rxp&ChL*{uy0
zitmW&CL8V+Ni<ayh=YysFJf^G1a^oJarOdZCn7uV2i`aa``~!@z=8nAGq~(_o;F`I
zIXBF%PgUC}xsRqF({J9Jse0GfUuU^9THO-ZMOvAuvs^9|#ImZ2aI`7Zs0UDbNFhg9
z^?UvD1k7w_K0(9{j?tO3c+x?#PZ&FF^_t)&McYNwa@kNR#D+3UqGP0RDav9P#4zB+
zF+_3#6{04fX6>0raCaO$t-m!MVkZ6`YCYssqa_tZCkYYUd-PCt-0C+~C6fh`Aej|Y
zP@p6^OfiU`GJTHUZ0>Qm9^HU{Tu1Br0tdMV8yUwC$Uok5BmhB)nT_&yFh&Lrt@{o3
zInMt8Vn)U{iN_UOe01T<^FvH^&bY{ifr_;UhB#z2;uyf_Bi+ZAIdO|HWP5iLzufo4
zPG&I&fMzi`B0Z<J2--X3M3cV|k+Jv2#L3Ly=l(GM=-@tmpg<t@*qQ84Vdu1fh>kVl
zJaxu&4t+V}uS${qVW5a|>Bq?O%|$!T+Y)e2!#Ky^9yZ=%OL@0jQwnttbq`HVDM@rF
zo|N=-kg!b0(*|%xNaE#bvD_~UKPuQm4GF2Os8^*&Oy1>gzM;|}2?+sCE3yb6aeg;D
zMw<nz5>s=#fKui1p_G;>mHZ@IDbylH!lB8SG3p^eCPS`$*$@H7HP0`IU~#7^j($4-
z0K=X@KJ4-h2U^MPcT3HJm{sa~#Xw>9)}}0vhU;#Xy<tHraaAF1(J}R8y6EbTg&+`=
zn^U^(hO(XN3hg&f`FpOFhG?rDp(q7XR=-7_hu%mXK~U04usT7;y{M^vt>-Fgo^kh`
zQCp6<wXJG6f>fy|ewY|YfB*tGlQ}ug026~F6WjLgPGI5yd-@1`v&S5?$HPq2^B*3#
z>Bk&>`ePpK+)`+I^ZsvjyICGlA5F%Q70gP4eum8#O2P-!0_t5%093A#2~e#MaD6IO
zp1#q1Y(eRvu4q&xFrTUR-YvAr`m))5N&*6cR6<S=cL!<AY=67~+|K@S)J#cIl2W9p
zNm58qQcp^Pf~6%Va6uq~Beb5t8i;Gd0pW~m(;RV}_)r79M>yk;*Y=NHM_Reo+3uF^
zqg`&SrAR#<tJLl#l^h5|{XUDE!6<QAFmg{8ykcX)6Fs1Bj7gE>-0_jo>itJS{_%II
zaR4NARV-E{B@jAO^GSHLf&ff3q!|7Z3C+*?Rc@{7P3ucqD$0l|euLGuR4GHG6}s~U
z#k`}_Fjm@6@PLujIDB!YLp*VfG95GS@zR;@`G&kWYv0cv{MHmse1c<fv4|(w0|4wy
z;BZXiCIAzYKgf-@m=OeaJZ7qILRWSAbyu4cgh=_8QC~!Z3i?o*bvanz5C_(z0&xTC
zP)gBm)paVzdb3`DPf{3WsTB3=1gy&GT~|vGM$SHyIf9h+2AK@-(_MAYJG1*kl}2;a
zIC0=P$3Kv8<K3nhF^T;?-TlsY?LWC9JWTc(-XjMY9>nhx#ooTbd$#qO+g)QVpbn>t
zDsr4}ALmVal<GK99WIyxW(Yi4jCk*yk(_4(Igju24mu8a1~LBt+8>5;I38HgYI<-S
z>+lf#eDYvKW^=qmgOeSPW4ZkXL-V|Q&M_E_!7v1O_B=x*cge{;!8tpT6Tj$8czvYp
zzhj=}V2^PTna2D&i1PsHo<qZiy8ZlV)7`HxyT2biR8#H%?qg`%w~UYoBzMmQ&xx4q
z06UnIk2{0D{pFG-PETxrB7Wn(L62~8JVXd50~6ySGn@>`5gzA<UjWx$SkHewaj#4T
zIehqW_i^`e<xXQAkG4#9%>Cv>#sT2lefNmSz}`3C9>)SWQviFN#zsuXk7?gC!Y91Q
zKX~t-Y``PGf=qD%uAIl^jANEVri1bgLCiJd$FB{3>~~{^l^g&;*zXy}#&;*bZMN|Q
z_df7D3`Qn1**|XG;m7dfeY<Q<*~jS}QMPyn`}rNDi3b44jk6$}Oaqz7cjr!nkmwye
zFg-fZKHPV54qtY^ghc0kqzuUH54Q2&bBK-%0fIj9h}*c>djdC|u)my>8T$yv*$3~A
z`6~n17#W$L0QT7DJCie>9RNA;@4yEva@VePrx4?h57r#KI_J7Q<c{Ejw`>i(P6+@{
z>%zu2{{T=R9gIwQfiu`}qzuf?#K-BGPrvKnY!C2~H})n3#FO8=5hV3-8u8CS(@%FU
z8gLKR;m70f4SU3TbP9PpWP&3bkLNKPPCP-L3`oSE<U5dYnZ_r-ei!%{BY&_n=0wgr
z9vS}0oDSY(W+T6Y*l!~oIb-AU!2aDe(~Uat;vZmR=Z+Zo&<;Fp<_W}g44BCRM*je5
z;mpK=?dEeJz$ZU_&)bM|+aqjeZ~lY<xSV7_6UJGlG_7`|eMPcq=vYuo^@~AJ>VU6B
zgva&IbeSST8xW<bJxEIDJT%k?uS@`EyNAD+Q@<Q_9(w8V_jJ$(sH{4E;ixM9T7|!%
zu$9zQtdUPngCG@=JxehSww|S|f<P%s)SbTlWt*24w9?b0R$Z!67NnAty;86U_3BnS
zixiEhl(Nzax{p^!TK#85HQP{HbS)EhTQewr;2SG&D1`=;vHt+CHS0%8ov3yaq%xkE
zY$QWWhLXK2TU%3bsdlol_0&|pqPHDc$uJTU0K!m=At*=*N)m)11b{dOG8h2Pfv;UM
zBg-6n_02%)I`Hu4rUSqA>8NQ}b-UMIYh13cbhz_}q$C0wWwF#!%{o7@giLQFsI6*J
z)KqPR!7xVT06ZVJ+(+Bnh(VK%+e~2Nc^miGYzfE`9A;ualz)f3<Gu!2$cF*WIS2k-
zJF&w$fbtGCA>=x6(@X}QMx!PH0M15!@xN?;#sq+OgOH4Ewg-9fC;N<nn8b<V6C@d(
zrVMzF=Q-`ROcBE;&O7#i54U08?=$TojWNd|u7A<ffcN|{uL_?Uiey0FYze`c&P)#@
z`ONSb5O<8`2su>D@3s%}1n~er&)Wd`FbIK>0$}#eO}72Seg6BCzJB5foaZB_Ej#|G
z4s*jAfOw5P{(Swl5HXN@0DoEU<ZcJF6OKK<r2hcmwwnI{+69|^{{Zwln|?e#bKW+H
z&gWq>JIUG!j7Xnv=|A`@rhoNcvw!P4n~KI*-Z*q9XW|_28R5s~JZr1H6hC|yW|;o-
zG1LD5_eQ+yskH^E?MtX>FP0W76HR=(Q!{X&aNF(;GR=KMXe;Oin$;yKB3}vWE9+8}
zq~^q}Id8ZEy*qniwZs1au*-r|ZLa_c=|hh!Qq>UvOKvujQ~;8k+qHlEE!88x^osU(
z?fIQim@^T!&<;d_9Am@V?}?w`!QXH)WF3L>IHeEG5B}etJonc%T;Yq3;KrZd$xjVr
z7v=b4JnFu--Cu2aRMqs4(me!(I@*&X3X~|y96<zqXi|YaFigi31jmi1J<o3w<bVwK
z9gaaqsxI`5s+DgyaH3iil~G*V`Pz6=VDzQK>NG&uw(1C&8HlS2($`RgsTEpwv1&a|
zx7Bd95~l=pAx?bVFaWFl?7D;jos-1%*Ukfn%i~r+9A_Xo$Y%qd09|_HhIseZDFAJc
zcmVqxVt2$I4{}WZ0E~XK<jjxTjE<*D-CAvRG-0d75@h_<p}|^&i7A&_X+FCu5%mS2
zdT_3_01p`2lB6i5V1)&JK%|0_6hQ?$f|YJJm<9x%95~}VcyY!#b>WWw0m^_OfDC|-
zABHs^{v3JJlORdPK*;f#n8$zaCx}VxBt{@aOpJkmb{X<S0geL^zusbIPl@h9$LunA
zUcl$Ez!E!vAY|fCco`GKXTut3ImifzYC7wT<bK{X_yA)#9OO6-M_qfzkn`hF$nGP5
z*E#SHnT@hY93per{*gYzc@w{h-v@|fY-1m31|;MRW;PR?WI!ij8NlrTf?_a7naA2V
zfaRcY_<)FO&wvKHk1chea?_TYfb$QtK^=ZH<VMmCa&RNqW3cx-L5SfEln<X`a0L63
zKVi5WC3}N0+{yhhA96bk!8yL$G}ZF$(5fqSL#-$RA6i2cpdSAKF!w`C0We5H)~=nB
zqNIg0oMXE{@hJQ;o`LQVrgRQmGp;eHY4H7;)sG%$0(K-uNWdSw%;&K@M1WMFfRdu3
z5|9T`B%h@q0(yzS0V8<9CV0;O0HZc5G5-M0i{oYVfTY`P6Hxr;=y}yLq_%#Ll?67?
z!onVsg%Ntf+iOX0OW5hC&qxBkyb7xRpl7K)PB@l{nduKW*i?k2At~veTJat}I%Bvr
z`Qwi^bHh6L<Cg&+ewZAO5bJHX=*#VLL(bCvT}Oht+mh2p+h`{abUV`Wfdr{4Lq!S%
z0<qMRtE#9pJ(WM_w>phQR+v94Z3do%l3;~Yr9>?gAT6r7fKR46n~X~3e7oJ$O~T<*
zP?BfTQ@t!DQ~XG$YoU~#vW9`c0{}&*xjBpp+=4sEgXTAw7~UgJnI3r%?#`St065Qg
zeK0)7++75Ca}oS2JbPVM)3B;b1r-g7l1vI_QuRv2oVxqTQdFW8M_6SpB&eu4B@u^I
z)l}9zx{9iYYF=>4oqcL?Y9>r|DC|ijBoKi(85~ngZ;bc^h!8RNk8S?|gagDgu{(Q@
z8S}Pw1PFs1MxrC0L!JUS)G^bJIENt~6aWAo@z<W5G|xPU2>f)Yx0%TXL~n@3!|gsm
z5O4{!XFFh!I~bBbQUMX1<N*x#J7YLK$v8XU4C5HvgK%<89@*IDXSV&fCnJdf;5-9P
zdglND1CCrX%trztik}|t@c|rZ!^5A-q6Q*CINTHWjo^<W1b&iK&u}|n6N4T;_yl7!
z1OvkDoX3)XZvX%`$8#rzINQ0*XM7SSW9<{U+W;JnoO$r>*M@b|mvDe_2Y(MC-JN(2
zal@5GDesUX00uK8#LVrIeC7lYefw{ceWr8m-UoxX3TJ;~l5@1re8KS$Mt0$3#2Au5
zkw0Ov5MZ2Ve#STekA^tsTw@v3G}j^`A{}##XxC4l?GJw~d#RjbJNfK8$GI{yvCq0Y
z#z~LY#6+BoXR$aZegLDq<bjcrWA!^k;$U~)6wLns5dP1O_=qRD-)*<;0molC+zxpj
z9d!^ML&2{x)PGP8I(T!>5U9HXqmLy20DeUMgdF{)NP`;z?fMu5{jr|gf;dy`a!>k?
z^O-Vdal+r;3HICDe`wF#;Ft_&zd*;l2OY!9kO1f$2AcKh+#I}h_xN?Fq{Qdj`E5UW
z_9k({?b;{DlO6=myyW6X0a5qccq!X47zD|ZKIa>7i5pMYk+JM@GrXBI7zZLG2T;d6
zX~Tx-kGORZ;lz64oU_*-cMczShghabGl?L`Ip1-%djc~V5gZaWpBr|NHyFu3Z`Xbx
zBp=o~alX^%znnk>2^=tY`(kG!89PAF>*N7Ec@CU<_Xa?D>87ELFg$7FuA%ma0RZ40
z9wHjk1~;ESusD<LJN~&j0R|+KxbP0y89Dd!gX4wZ#QBZzcG_@u5#X2`qF})@2LQ}_
zdj)PfiI@`xXNlq%@Etht#=OVt4^A92$;)2uAFMR|I#g12gD`x-$^O@JPUj|f$l|J!
zwzh%KT865kmC!-zr*&-=0Wg(xD0QbQ>I&*f3LvC{QmQ%g8HgW!=ez^H+e8hx2VuC|
zIhctXY<J(ZNXG#Y_h(V>01g5p$3e$lqnZx9Irn4-hq!d_@ZnkgCoryop-p(Cp}tc8
z0ByRq8*SBrfI8CJnKCd-w63g@2~m}G)f3D6=l=j+X}ZN{1Fnfq1A_<GX$T21Kjul1
zIiKq_toR;4+|Ss^?o6KXBWyYExsTXSVTDiL6O*uxBO{K!?Q@V3)G>h1LC(Gy^MJ;g
z4MV3L1T^o^amRpi01W=Gm-j&5%-SmGZ<NFmh0?r+-B3&u^sQ@P{V+mXsc}XK2`8hg
z4XdH8pmWl#rKzP{pQfRQ8YVlWttkpg+!T@s$RrWOx=Q-m2Se0VbrjA>1$6GMl_&$U
ziU<l$V5MJ41cC@uor`4FT9UOYr>eKp-zd-r%)3&;Sq(M{K~uE|NTz@aa_bJbvQq_0
zDhrU;m(PZv960D0)G#^@y#N9j;5gyHI(H79@DbEC3|6w(?*k@8Z6bFPWI^&w$=ivn
zvi(bes%BlNaX@so$`<O#5hNi1tNU2#1oz`^*0IY<s+Q2}^z@YqDJ%TFRY;>MB1>v<
zwiQN%gCnWGMNt_5rX}3;y}?xIR*$TrUA-Yo4boJyipLyLau3d>2@42ie=a)elH$>q
zRKHPO4g<@Oa}WGF<TUBe06lrmcxQ-!V>tliJaLb=-I1&T7IrDr6MC-}(v$U5A(d5E
zD0HP=C6p-%Y%L0eIOBz|w5_)~973B@RpOG26j|-<H30=R)xi~Y;lx2NG@ugAF;a=@
zZL~O!kP=j7&bw{G-*UIOMaGV*m1`yx`)dhxM9ETJGTX9xzND>L3X)8LZU$#*m?Zt;
zAa*<ML7bfN7{<H=Jarv7k0JapI2}d+IBCNgbkqky?#S@YKrkbksD7d9m6s|WQ?4ro
zOHn7JNeE1tN>hN82tombqzrK<s!xH9<HY`%?q+)t1BhgZlaUZH5JAky*dMp=JOxpZ
zLH+*S;E~_%Oy&;|95@cVHNXy`-S&<Gq%_lA0~+K2N3Q|<bmSEg`;h}_J9a0z6S?2o
zGs63h(hQ#aOb`a=$Fy+>J;@UUgXCr-!Jhd0XNT@1X+9Gf!Ji^>C(nK-?f}=P4xKa4
zTzBG}1UvY5erRjg#C$1(BXiqxf%fl+&Ow7D_YA}WBzDA!$J%xP$(W7%@eKJSOdZa5
z1miuUeD?qd;ZO6DBpCDV4*MB`cbVb`yG~*6#-8tR_18*q>!5)1@xbRzG#xl_$5?<7
zkI>*8p3){@VC^LB0uejrdr6!T+#JOFPTjj9<Yqf<xyI8!X$SV;?;Cr_!2QQ;%xAGO
zVcp<A9CZO5dIyMT6(Q3jratcA5$_)Td!m!=AGpCDNQg1uXTTgR5@dOp%#ojB2kV&6
zbHW7Axcx!Q?t5gD{{XVggD?rq{lv(V{nMHAw0Yt~=cYC3j0Yh1hzJferwm|t<59@x
zfCtC*@)}@_k}-fLH-YA718^e;8}R=C)v*V>j^DOMAOKGMKz9A3I}gx|$Ry$q_xgX~
zOOZB?ee)8#OloTT<(|Q9($_6Q^~TC68L4^tE0vbq)f06$3L5$}75-{na26eNqMb!4
z1E`B+#IqPE$CC0&9X3o572KSJ6%GlPbTCB98^<_^fB^t9BY^5Pm00#%_R#Lw8z$Fm
zlez1K`cbi{uDWed71a&kGlwdOB;67eraFqLfFVne0UT$|6x8(<Pqj@-!?iUv3rjTg
z)a@<Whuv{O4YbouC2L!YQ3*?Jq^V0FK_qeM4qALM^8;628%C?LUo=I6oU;98UGmje
zY_F_ntrJOVqqsD~?o>F>Qod!zO+7FuQ=MyC8(+Sx9}K*b<(8;w`J<|JHma|-IHb{5
z>WhW8x|))?wf%KeOxo<WhMo+9ki}Dh#@#D-&}~Tws2hNl6&0xUESXUv36A~X2mlNK
z0zgba<CL%ONlX=J+ZCyRRBkDraz!r9R?ZAy0TwKTR82umAiyr<cR^tcAfZXTZOYqX
zNZaxc*j;a$Ny)~@ow<{@r4fAwa<{=1DWno^BO$(^7z%bPqJauP!p=KW6)h;QhAv0e
z**_qz(01CoWz)Gz^=s>?H)j&)L2*jDA>>vdt;W#dLoYVTfYMnM>Qg6}{{R(#1691I
zwku!qz}>YTiexywLu`2hs_Uhi0VS&Bt%L`wtbi3Frm1LEMFNnQYMfgxms;&Q9qBP6
zU@;I5LH9r17@SDFpi@`Tzd>5kAEc~d+FF(zNK<aG^J;D6DJldgEh<nXgSh~08VcLm
zwdZWi5>WFJ6Ae{Z6q1gVc)PS-rg8kJl*^q%HgSOyB;gS#l;tQW3L*lDvZ+fp4pES`
zBPPsMB4Spq8X%e{K*a#u3?>By6Ubo690WH++oD5=96m|p2#<M*Kcq+85iz!WdiUUS
zOQTbKLFw0AN>s*|w%zqR$x$Hx0GYJi1u~LDjel6p!skTuWY0-KeIUBiK<m$mo>ixl
zoaNRUI+ZbIO?T#+bo!}vM#Xhc%}}%I2H7tf0P5|I)O17D6g3{FMM58CpFn;c3km0L
zr`}I1Z({>_)tW5$A8dB^<Fl_hw4UtBa&j$Q<RmS%95qvcfe8c%Oo#xE>B^Gg1`Z`S
zU~nN?IthY}?zr|Yi-lUs5Q>xsf{m0DX~0Cg<N*QZT|-Lk^%G%ATgP;ck%`XdGDv|R
z{6CEGaZ^D506qSgkaPC$12Ol^suXn6woHFmI?N5qiHVR2B_s(WIgD{y20`pG(qL>m
z&x}SO{{SvOI#f9Cn**R}j#_c~=i^;2Pz(ph<K!zIz3J;lqqo0lzS`~gi)B#gsi3)1
zGgnCX`hX6y`)h5$p0z0@Nd*c4Xz5r4c{f`83i1b6xcyBwovhL|kGbluqfA#jNXSx)
z0ZpRcRGPbUEfCQGx@u-UH8_1Gw%Ku~J*xnifI-RajE~TJN%xI}T?v991Bi@Z5=Weq
z{JUm2yu@7d@Cpi$((*Be5y^p@wUJFh)BGwWH)Nn_8Yn}C002W3M)oo~M7yt<Hg*6Q
z0bLRt#Si?a5Z^EV0BM4`AAI~UlHpsLTbm`h3N2Azw7Qls5F0}7bQg3fN(4Avc{Y?J
z$n@#k=_%sVVf-z%tyMr8gPM9?hL5O~F3)DVT`Clmj-;p4u5!+Vb&=9l*6C=TpxeL^
z$6}I{CSZ}^fho=>+;8V5GA3(VsPx1j84>~8>>%%t5fPaL@tzlMn@vdpM3c#=A{(Vy
zSg4b(K*j?H^&lySp7MoIdWeYTvC*(?LmU(s<Cg=GOpe`xX5pNdx5xnFfecXY3h>`6
zKMt-+XiAnYTCvLRWL)W%g|>^^ZP8c*h;3*t{zpu=3!zF_Qt2)i3!Nj5AgOIFwYN`A
z?nYX)Sm;={TBvC4v=oh{npz8WGc>f+?4zrpntFP4A(onNsPrMUp)Hj_KngOHy1J=L
zWThk!rEQ(ynaRX#N$QQZfmZMgxTQE`W^iUs@^EKk0$}c7Yq{&5;kq1^)yFdSQBrD=
z7FY5qXBq4pCJDA~1{`OxMLhe0vKaWN=%j@x)+jVgL+hC`WakhN$7r##s+iLo=N=rh
znzB_D)U8AS611r%FnSz9kg%dL(zLB%NjO*}DrXs<oY#7vPSUk*MajzRJ4#7So~3Sl
zt8DctOJ<S5_0okQYC{PLc9xsy38Yg<Q){s<mM5eL5+KKUI~-y_oP*$Trn#5So>%gn
zrj@Ssm8!{6Ql7e7dYn~N)}g+(QeSG>MwhFNDt&g!s#L;hP)|py9Vu-1i!7VR39*Pp
z>z4}{HySZXR|>3Rfa};KQ<*>li033W07oN%8p&Yq8QT@|Q}9;<t9j!=-Up~V^<?lO
zK{9R=P<>g-Cou`W-O_6ys1Tr{M!`b8Bk=dAd7i7sHR<(b%7VK}JF3{Y=qg4j?aD<3
zqOzUyS8cAPMLHi!>4Q`>%(-#-nuk3X)k#?ODqCL}o~hUTs^xyR)2-?YC1n<==XRmC
zX_{M&g_F^6xmtxKy4EhLs;F_AR;gLLGfPgodU4c+bg3msLXSRq2l3I#Jwwde3uU)c
zRM_etuWH^Cs_j%%mW@E#sg$Ow8G5lb^hTbFqNA+RUVkU8sd=XvW|FB1RXe`o_>sHm
z%|FYb%&kLdr?@MYx9ugW?X?sZOD#p&hiSDns+5WaR5H>~<x3UMQ#}6w%u~9C9eGHq
zVNmin0xc$0xS2A!VP3|sGK)y#M>Rn4ez>`tpwc};rlLwBsTGn%i|5;ba;oI3eN<P#
zCHgV2?Wec8eI2B37`e#D7cR@6%FInqT&oQ6*fB-(+3AO<3TmS9xm2?sPQXH#?h`u}
z;4MV%m>^=h%ejf6^@ga`{HwfZK4872Y}!XuJ$Kd?YL{*_4r;qwjnh-2(BpRGRNL!N
z+h02Je=~iGb{=tun``FUW%_-QtuA-lKAyhnYW6N#g*txCdAp^i>epOqjT04DS7}(Q
z>Z)yrtExRgE&^3kQm0&OxV4jwKHZC$yt;W-+qL4~Pp&j`ileGFx^z@h)9OomiDsd-
z3%^@#wQj6tv4@n>UTUpDmuXU#i;iI*4cbcgrg>$jbW1l&uB^T3O3g)Nueq^HT5Ia-
z7}OVP#ieW^%DR*)orjRwNp<iWV5v0^p&{j46f!DBqNC#?RiIy|AMC=jGiB9g?MLq&
zxp5*=;KGZf{Y(m>g;JHmeUX7Qge#@cDy=T}!3vwRF~4occQD>><&%9K9W@Hl+kuLX
ziMO4KVuDYh+=SYW8IY0dsT$;76z(2xh1Zw*rrpjyPup*|eKUO0^*Z9kUd3gl%en<c
zp}Lh^Efv(^Zdoa6U3e5J+Dguf6?6o;sx-L1hOS(x&~_aQq^<n6(zlgdX!I?;G|T>x
z>RVISwpgik>w^fcdae6<ORgrRO1IEcQn1@}DQceGLfsuZO}BWp>V0PRwAXrXQ|UT-
zD-N4FZLK$St)P0Is`R^+vG?!Eb<pE4rRzn-v{EUy)X7IsE+J&0X9Co^o02@8)Yolc
ztu-^+HtEf3%QXr`T59gJHMJUA-kWtJG%V862dNO<EqV=0wUsXQy5bk>C9oS$(8#Ru
zSqP}YIw~*JZ!;GLz*Uzamr#UVvIaR0Wlm-gubzR{9p#9sCP~6XII3jnk$T1wHru@}
zH*o5{fo}fFyLOLrf)=Qy9^G@tOG-9mxVL8Awat9n@G3Q8fzXXvqvT%3I&g^@rtf9j
zuKJ_;SE}jtHlMLn*lpuY(&;OTZ&h~(Zq(HFmRh=s^jmAGg&Cr(r%k$%wkm2V+_xna
z6z>OI4N+@uzESeKScU<z=`CB%tw8I^YpUR?on3vQC@(r2{{TEla+C9R%d1FbvGa%u
zD_Vrw`R8os<EKTdkT(rEQPX&NdcC{4tn8`VKs0`n46}VGcvPSB$xXB<tshXTY=(oI
z%HwCZSKV~g$5v^ZU23$=dsUW~s;m~eYRVS}sMS?fy0qJUN_zL`-KnKFBzl!bnbk74
z9AK8X_=+WF(VNAbqAaD^xNhn$5=7~{O-QuUMVaLrI4gt_E4c*Q$bk-J2)RLZ8-r7V
zK$Ti<+)7K$LdHYAHN#{|Mo2~7cjN(7gL2yGI`1YMSnk=b$-?Ty+pZ)nV=9m_RykA0
zp)9P*CU|$6ubJ8>T;4T5D=wNVm~^(ACY{s^y6c-wC+94uQrX>A2~CmU^}3a}9ssyN
zN55<3>QB@cNJUg4sF0z?L##!nhRbl(Hw`~Ys4Fymvg@dAY&l0wQ*lLAzJ+zZm8Iv{
zecCG8qe|N?Jx-Ll>ZPJW$Vzy|v{t{;T=V7js<`Nz{-v>%)M_0YNq0q_nTq>u>XwvJ
zyL6;gRcerjZOW@+w%+3C>l%61(wCV?N|D9Gl{!yU^7Bb6OzJLU>ONxDs^M8$yZ!gn
zr>u6Kq%s<yb+4VP4zWsGS#3*r{VpjXDG31jTo-17ZDfu{ui#wzm$DRQyBQY^+^oB&
zhH&}2Vy0nCRTlpM-3xlaB&iZa1thRkQjDgax{|cfc|ULM0yMLSzKt^<Eo?_gMY4{I
zgGwp|>%mY#%1wzPQ$$7tQjb|I;rir!<W8lBL~55g<H?E*NAgwLEnLLXcSey;Dpg%u
zV;3f?t!S*JtND9rtLOnW_WGesN9(k<T?lKaME+0di&rf4R+{A_TDp@{-SkzNELAOQ
zrlq>MO!ZT>EY!bbO?`b;x``sOrYM_n_nK~*G|dOrI!_f>j&CB}&R$<~j;BW4>!`1q
zM)7&6)l?Nt(9+SHb$!ycn|(=DuCb>pD_TWkX{&wUszkMJWfYZ-xWAQva_^VALtpE@
zdsp3FvRy9vO4nz;*57ZGG`enr*JP-o2B<kvO-S7vjxxnLt$wb%<&f0_YGo`fb!)4r
zTuxLTGg%iAQF9o$AR?Or5`wb+y6QGDx~|0F^ogR?Srmlo;Z;tOXHluls%jS77-W=@
zgq&=%3%2gDjD4ByBJ-0`<*Jh?!H9~vE_pVv#2~^f?fkP#T1d^>q;^ajzjW2K%4A~k
zspGKgu3%JiyH)9n-hiQ3EUel_#aE{_RZCZfTD@P3RBT)*U8<tF(X`@NW}+HqoKw8h
z_UeafU#n`UF-<Py?<P4LL8-Nc!HZspcVFvUI<EIt8@RbodDK^@E{OFisp;9TU(MCl
z)Fz?Iw56JM8x{4J1^Q*`mMxt1M>!nj-5qZsDr^sG%FCs)rI)H}wB=np+IhyR&0DP^
z;`7vPt;aq|)>QgiQrIe61ofb<`B|ZDyu#5MUdzpk9lrknT}e$~yWS|)wW5iwTSGvR
zRaZ^&4zQ9Lt$MUD8d+eWV5J2;Btb!!VIK9vgqcM<GkB?Zh$rXvy2OZ0vCjS57iKeJ
z3)S$lXHZOmohG*8DfUGQ@+r%yA#*{(GJQRGLL~O>vaehE5T>!1Ep<GRO}(=TI}QYX
zazRJ$#>gPe6r_e3c8I%t>>LP%+gMq-jZvz3a_)uIT2h-$F?n&$Vo+Rdb@esZJ4@_R
zs*0A)QB!URr>&%`MMX7Y7KAYJDveV$>P-qMt{1I!a<m(B`nOYAEteE%yLHD<Q=4{`
zwK;L5O|q5R`iHFaR@-|nxprGr{WQXvA3IR$S*JqGG@da{8_lgH%q?5Y%{irMuT*th
zvDF{Z+p)ScPTCbx@60<+yLDYPON*>!pOt=@%9rV=9aTj-+(js1#$0m-<R*vbA1{Wy
zPc!+N=D9|ry3*8Gn`+^8eHN>0ORaJGCmXL~oh`Qd-l9;Yr%RO0nnbBNN_hC0l884r
z$sMd~*hCl#5$8b7C8gWUEH2bAJ8s=VnM9d7B7&=<h8Y<IQYp$nC08XZ+D=J|*26h#
z!Y2B8a24Iwqt?>)rHLtKvq~JPDHiqO3O7OQ<Vwv!j1oPP*8^AY9<1E!nb_X+cDd6Z
z5InKemAYwqvrf_8SkziTR9^J@?RP3lr>#k+UBZ=zYm(hlEPi6!jMP%pILfLTdYMlq
zs-B^iZoIS8R$f(UEg#C&>lUxqt97=y%4OZEsaVt(W><8%)xB12#;y9dkkDI+Q_cE`
z2xyfk1gnaEV)JYI2dKGAq(+grUy;mBVO?aYyIblM$~5x}r?w$AwaGMfjl9UIRXQ7K
zN}@_ycDA8a4lRah9=ct5SD@~^)zkdrx>a56m%SIHH7%BfZro`XW)zilcM88+;?bd|
zS6W_nqLsRVS5Cz{70<m=#ZuU&Qy*1?3fV-~E6A&QTi2#x+7QhpR#ohIA4jrDcLghF
zMIg8p+NhzCNI-_|!LpzUoM_pZZ)+s^vXNJY(yVcXvagwyQI)iqG`B7#;O=S1aq&l5
zQaNWM5?JZBZCkmJ6F5WJXP0PmIzY4*O>4|5?sV%7FL=<D<Cd0f9b~Q3+P&6p&HihA
zTXZzl^iEYXacY^wQ#DkS)3VDfsh6$qdhXRXP?jmE?{z$t<TVzo<`v-<%?Q17sjZG`
z3(8r$RJVA%y4B{PwN$fCn}X9&wYgB@Ttf||Wp5W2RHU9OwY~RL-}zaqZoG)S>8s|d
zT{BcR3d(D}isfuodshkvs@ZjJ)Vo5r8Ke$7(CoH{gFdtc1gjgg^4jUlo=@owJ@F~0
zE!WLN`)a%1=tGF7x4Uwpx!vffYiV86^)$4_Ez+e-sM0)GFMPvmNLo~s{ZS(@Ne7Y(
z7Ah=VN5IWOLq0Nd&l6(RCrU{kHSmjb5oOUThf!k#az6k9BA)3)w64^Z7qT#R(`7E(
zypeYW{{XY=_V$M>y_`Zhnv`)G*3Uxaf)YMK(<tYQwj(&yeW>Er-#dry0Ll>BgW{Lr
z-m~I*+scd9j@3GPl7`HSwaHaC6x~pZm6KJ|>B_oyDGL-1FV!tt(&K4)C`><<10h?c
zui=-GG_(~ueO#sGxfJcaZe4p?Q%_V}3ffAk)l!SwbcV6_WhK;Aw^X9ykF13rpspz?
zdE3hSKQ^tu4pw?=y%wgnY5RI8sT-h4u~Je{>2~huqi*23viDjoEQgs#%B{4dp@l!{
zr9m`&yyee0ES%itZn4$e#yXdm*VgOmG`5mmecq*dcjm8@Pf{P2tENp2KcPyuXv(Q-
zRFmoifI$H_Wn}JF@XTV|%{sTEVWXCswwW#t8N8QkH6m4#GD@>35y8xE*>qHJU_^x~
z<v`#Dz~T(8ZI;R3Gq;RwjT5x1n)<mI*gIRBY3#Ykizar+w-aEh4;jrIRf}$c0jyj0
zk%=AZ>aQHL^vo!Vh2uBFPr}{H;wrOPv;8V>M$zcwX=<{m+ZwNq)K%S=a!M&$rcK(?
zlq#JT$CmPyQb6l%DM==HJ|#XEZl4c#O&4x&R1I$4xEF+5S4m)c(N>zfJJyC*NGL_l
z^rzjaRpyV-48ByQ653Fubg5ma=5Dvr{{Rn~FZ25+EvW0iq<Ys)*{Yb*v@~{V!&!Iy
z#*vD;rBP9-ny~d#tTexvr*f&vg;KLl@(Zpu{nMC#4%Y5->poHH%eB&?(%&idO7#N?
z6pXt?a#dArhNV=sk3Q>Vh8udtNa~9yb!q`=DL{pduGejs39e?dZ@}y<cf^uKtYDzU
z+NX6L4osKUo3<GuiKW+QVL8N!5hoY`GD#>U<B5Mjt(rI4MD2wG*xWvlR@&C1>07_r
zHw;5Wp>BK7$4$v0U(0<MP>5NKX4{dv39R{d(ITc(bnU5C`QWYO=Qk~sPF*fstmY-U
z*wbot%ay}LYFa7=ni5N{R@GY?r9)r<O4jI3#&gA~n-v9>q}A$&73(N<)7U9oPtLpu
zl&Z1RtEQ2KKqN?TfO<+)l9TkO%$w$()ts#6uAJqy#@VYc>e1Sw)Tb?1DhsRa-rlm;
ze1(}*_V?Zt%d4zu6pyg-knKZd_B)lQo&Nv}p9UIZQRth-qxgg6_5E6^vsBkHZJ@o~
zH7=g0YRyeUY*H#+r?p*eZn)(|d-c68R4GdIn`osznF>~O2e$SngO!)L*aUL%&)Ks|
zE;T~0Ampyn6$q+rpRCA4sew#o6a@f)Pyr20P&Yr{-hej(TSBvJy^`EVxnpjdc4lpR
zy6SAKb+;I-Ba$~+tBE^#oZ(Yh(5OPSXlBCX%I_4w1tO<Ul=p2zS#&_9N?W0}v|^sy
zM=jGKDcMc|1@|BVTyk?IAtM}ENtyBi@Ae&mi6gum$7ti)zZN`%)0z{X8aI}_tF*ap
zrq<ejOuKEjRa|a223x*gwLR}oC9z#`db+VR>RkmRi|cjr%3M;wGt<O++u$ReS_?<t
z^{vwF%j)ZHnzGm5Zj^Sb-Sz8}bQaom)z&Gdt2D(06V9~5PC4nOx1@xqB;*6Jn_u>-
z?4X}GlS(`35-G11)<ncb+QmA6j_H$3>ky{}L=qe-Vs8!#p@1?xxhv@1wgwaXLV%96
zp4}s|=j$-L<}H+#e+<O!+Kb~Xo2Mu-aH=O{LpdlJqHX~Y6DWds-LDgZHphMOzj2S+
zB*=_G93A$?#FGRVKWQWaJAz_FlK{rvVqn4l0KR0vpK?Ya8Nu)1oNX{5PVpngH^yWg
zIA<C8e0u3xFauoj<Q_QALy-B#bC{&Y;CL`eoZ!w6RzdB)cHk#Hz>$O4%+7PRev{vR
z+(RQWe*L3!Jthbp`(qQ4!H`ML{z>y78UEwn?ZoGhW5XZl_3MuO^a_B$_+&f;bP(t{
z`+3w}a(rVuz>W6p-f_1MBLIDm`whqG5J#DS?nit?VDH?601f0wgP0lN=lx?FW_x7!
zB1S;{Bd6cPIu3e#d1Ku@HNfNW5yo}puj;6z?fZzH{{XH@jF}+M*puQ(jr@C@8Q&xO
z&O{?`F(NVNd7i|8aV8>6WXPXx<KM@b?H_&__y#oV!#}T2j~Wg+{5tUX^y#h!vI;Fx
zs4d`pt=h3EN_tY$t_r4*1mz4>CFW8jnJ7njkWwP^{V{5|tMk1(Xt}9r0d*}lt9^Tf
zb!Byp2Noo&X42S@OqCF!gCDreK*>2N*z7ThKjFYmC%K6r{W*!q5Jvf!oRhc=k1p@K
z<HLszfl<>Q?%?{PjWpNC!y#Gc{$Sip{{ZES1BD=stLT!m_cb+Zi0$bKR1&Ggv7?%;
zDK<StXStQ66w^B5t<~-n^x-s4mliUpmmF+t0qXij4>2dC?X;2O&VBNHZ4<yGZU*0D
z-h0n&x5RhibKk%;(~kh*kqq<C9Xv5SF@e(^*&PEI^NoBfAg<FIhTad&T5Ax5r>#yf
z*s5g%5!Cf6-(?w4kfkKfB0-A@CmsI7vGa(6e_Z4fwc3MFUhTaJqPkYFgde4X@|~ql
z1d~knsZMZ^GSmc)nT&CN8rAB)k$kh-FF#L8svf0HJ$jNlWG1PQQpkj4w!kuAN>kIs
zbMilL-%mXIgNNV9JBF~oV0KUTyJx)jgBy74PXx~6&$vDS_A&@KlK^&%*$-$c{)9P6
zc(FSNsZ`Y;KS&jbC3POPO2p+!ZHCDS1Sm{!D@og``d4Pv7K*arJrwoDR@$S55Qf=w
zyyL4NCRC=`5>!+X5yQ@&?mam1<~?dO&Yd}9o-yyhX^_|5SV%LO#Ky<8nD^cWJZy2m
zPl%WY-*TfFj2!nJq~LLpR_Pr_K_0!PrD+93IZ6{)fQ0U~8bb1$OeC3fHc}&~CP3pI
zQb<yepi;0(R1Ad$B#=^|ViX7h2*-Tz`SAGwczAu|#-~m{Jo3<f8hHv}9Bg;~N4_=@
z5C@3u1bv1Kc>-hoN2@U;?0AGkK|2{ckJ}TBn1P>QWS;rSl78C(G1!F(!HAC$Pmd7!
z<A>wRUht@i@1GNh8TbBsOyq(91c@^p!817C1V_9d=Q!dLNx;~VJ?D8o(;hLr4T+e~
za0Ub%0XY(TL>c}>2cNU>pm+KCkDq-<pRvYcZv;WxCMUk}5y9Rz{!(U6CVWmaoPct+
zj1!aIW^fG1$Qy5t<0NeT9ihd+2)f=-w&-K3mXNE{a;ZPWAAJ7+8Yzs9gag*_Az-DT
zg6#Cy-{+?<x|q|a4nf`Hz<lr;w&^Vv_5A$hVwX#5K_D$42dfm53PTb;mQ#@9<P?Ph
zgas)pQ+a-()-;-RpXmOZX_UQ8*=5Jl0@$KfK}rGY57q?|w^rd$ONu_Bao<rWw(6aB
zmXf<Zod{``5Gj{jzzIT9pQF;CN?|BMQ}l<#6B5TrN?lf@>XJ@WW=YKVJDih~B*8P>
znczL#gI^we$3Ar8H2@hL>yDat2w+1xX`KgA`ObOgA9ZfLwK(IeQrvOH6|KdoT}o1v
zWkjh&m6IgN$r5;#oT&Zc1jHST$dG0R=k%2$e1DE6N%n)_m@}B*z=$2^IDk)aGlL$+
zCw-&`!{PzcBd)sj<*0`WoCcpSh<mvQ-BC{G5IklvC$`&dnf-w=24V>APhs2{k(0C>
z6FK4%bJ_;e@8SqJ8*Dse334z&_Q~5ACqBj|H}kugX^tNt4)1?HJUX=0dgDI;z<#d!
zb3QYWJ;a>HZ`KTLBZrfTJ;pQKdwXPms(44fakq03_S?+Jj9?t_fcM@pCjj6<Bz~BY
zo%jg%=YaLs00JYQ*VBO0ISoS`IQzQy`OP_**bMkTra;V2;ya%N1o-nGPSfP=IWzBx
z+k+$Q2Z6t_!0rIYwm4G|XSvVZ9mY4G+q@nb_-m$v)4Rh_=sa}_cXx5+;3KH#?Wlx+
za0Cwj0B+_p1_&~8H^g!79VPz&1$58;tM+gGXH#+E$=}H*U^AS?(J==&0(_o5$E3gD
zu9^P;)qcyi-})U*#d9ytKDqj#{{Zxd-CbYkq5I*xKiJH4<R9Im!@9hUtPlQn>Ym^E
z$9wNN{K~2}lLWy7Y#a{w<d9+~v6DUIVsqpIWJiG~A=Vkyx~pP8q<6W={{Y{mSLh>b
z_%Yv%boe`g1GdNBaz=kxk2HWf2E2oh0Q}yA%a(fb3g)|;_sMW-ALYqjKl=5%`t{c$
z9`}ho`w@e;Y=TZe&v_lhaEX#h+hN{4#CPrt_Axz>ARWmbWOhHeAbm01Zbmpa+a^FA
zkKRr(Fd+Ex98Pi5hkkhmxyXlpd1H<StbwO4m>hTpx!1=$y5MTEj=Hje-&%sL`bPwP
zbnh*d5I^ITAE_rGr9ntgBoyWjN}W+naS3NpS}5)Vq$PFqs7(#nK*G!I{{U3^3Ln7h
zX`ZE$NmtW`n3*smef{P{5s%mH#BH|Y%S%kQ<E|}4A+#k+TFDscLP07qkpP?%5CPyL
zfdCALEje%=7#>_YeUKmn-Hv?#Fg$+DaMrUA$SpTQSEsK`b(xE8?QPIklM~R>ss8{q
zs#Fn#EwDOV%q269*IO<&#Rl#aRWynxr6u;1me&w}t91VWROk>$Ev-qJ7=k#-D6}Qv
z*8XPXx=S4zOs(sa>1jYjf|kUT$A{L*gs6kG<qhgBJEyJA+f8LouW`kKrs~oDV9*F7
z(`i*ms6rc2$qb5+O3q{`aK}uB05Cmqjv@Bw9yRAs9S0y9V<Er*2aYk+IS!f+8rAeR
z`s<s)iW*mHo-zGfEtL=q$y)yafdD~;I8rc7@tHHBmq?VosP6O@Mo6DUPq$H8u@X|-
zNF}u^s9>_?K|L#kkdUK#8tU6$Lc42C)M+q8vr}#fsbQ!o5K&Ck8?A*8p!!V`8<IY-
zg(DBF(-(IecHu_*SL#D6a<+=2<{dHJ_7<<3O5rN{RNBbs%7mt4IqDz+0mn`u$6SsF
zU4G4KbDalGbkmM7Iu8%G@w<!OkF&tESeJIHMg@K4KsHs`#_6HNKsitKRI5s})_M`e
zj^(Rw_dpwZy~bGS2^7?4<th3H@Svrll`Sdkmsa2e5BQ=nwIrmJtQ4svf)pU9IY}Le
zAcB(wMsj$Bk^26Tjm-Z0Y+w@v@Db237!L060ptPHM^O#}IRU_g>8C#Yh~RYRfyZ84
zz0rbTZMXo5kvP~vCqCjPcQAsp6Sr&$872Y2#`}SeA(I4|C)z>mb{I+CF@QwuI8*e(
zcRBI6oc8^@j|1s}@Y9zJ2j=UZoJ4Vq{BYs}rkW0;r!8}l&@r9?o}6<O$<N+4IZtmA
znI{?C?ZF^#oxE=narzOoPi?qcZ5i|LiN@p@`|ZL%-QRQCBL;9x;P{^WMn@XsPyhh<
za?ZFA<O9TW!*-fuhz^=(K;_Ga9_)s3-BFKY+a^Zm#KiW<nUnV66YuPNL<1zwKfsZ+
zM-Y-bk}=~s?Tn3#`<#0o(>c!n0P8q{Jo~{S0z3zZhB$X|$+!<M42OO}oj7Mq^B!5q
z^V1vy8OI<Rc%6aRnFq`akJq&0altY67&AW6J<r~M)*&QLNyh%<ff&!+c!P}31dkgL
zjk0h72XZ6YBYpxp2Ds!LxQGaK#sg8tfuMI#b<lIeuYVp|h5&oB&ovjeMr2290U%&N
z@OR*nClWk<hp`#)x&HCQGvrPQ!Pp-k?ILlE13CLge$g@@k2uKj-0;r;z;xw|eNo8c
zJaLin;y9;GG}FJQLGIUxa2^0P7W>XVo#zHV<PQ>L4bOfF$Q`2_Z{PJ8+uz3!0x^v5
zffy;oLCljA<i;_<)JNDD8OGSyWDfoR0EfQ;(>!zl?*S0TM^NdYWCua%fTtgqJoM+!
z-Wlj2Q5ep5^F5&>J+lUXnTg=@KW&e4J4wOY`3R06lkWhW#OFDjXCvFcjtQB>9Fy#K
z^Ef^RGD$K)jd}aC;9fzm57n<0x_5r8XNGhU>+c$i6PN&PF$dqbowFWE&jif&$oHJ%
zBO*@I*prd8CqJ%pzi!!+5Coi$b37rBBpJXYp9f(P;~l(jA@9yZpz1ri>O6EEKFw--
z^N%6i9XaY58j50IjpsNd9OJfR_Q!u<Z|p#Uyi87am=d4TG9!pWw*LSeAGDw0$BzF1
z$PwQ-+D0Ty@44|9#^-p>IcfkOV08{y;ody87oL6Gxq0d}7BYNBNuO*%-#?){!3Tmw
zNXFk|nJ_<j6N~_J#0MZ?#&ejR;sD%dz}%AqEKYM0WF4o-8HgKrpA(P>X`b$bfcn2~
zIB@_CLtNBjJ{*HOW9t2!xM!ytigO<S0HN9==>r%$b`iPY_ZgCVPViv+_KAqj2s}fu
zBuqxp+=w|cGx}_Efxu1=+|O`!$Oi`p-2VW8ao0i9KH}+)I(U!TH9UhI-Fv+2@6$Bo
z%;4mMAAEs1ApXRhW;j7vf<ICS$KT&=;virGOvama<%XGUZn(JVLuo5<XAubitej2(
z5wL;}7o^z{PRV}hUrRzlLX$|9hwGihwvfvqz|vd>Jyn$i{Y0Tqq;Sr2$57xLIb*Mf
zQPW*&H0BuLr}A;bpx`{|Vlm%vM`5>q;F;gClduyPx_bqCttO(RH*KOMO<j8Z7KkeX
zT4_MkK2Assw!Wi@1i_5msHqzWwOd+g(6FT3s}^6aAqwh3nrwfYu&L<|1bT^Z1tfrn
zOJ>gfWld7L>K}FW0SGTRwe%z$B?;<=keCqK0#by4kN`*=GxETP4kM24nd`5A5CHe`
z(@q*^uPpP<okT=$YI?_RQcWXEyuJ{ir)yeM6dt4kml~!^f#*`6u2E5ibs(ppwxqd5
zUwXLQl9uXf6c|C4=~+ryrD{l$igtoq{>nmBuvP#Es(7?@00{(+^ROeg>ysmM;DNwA
zgZ}_$a6trvh#ubOW})HC15N-OLs0R^Ypz410n<FhdXAa*4>0b~2BMN8PX7RW=MYti
zfK{-J=ZcD2%DN{*l$9^jH~~FuI<}Oo106_ECJ6!#44Fv;@k=AWj`;J4+(+%XjlcoH
zfJPw5J9qEDzUKtyL5>;YoOJ8<aqrGUKpap*j+y&2z&H;84nGjA=8u>c##89m{H@lN
zL!nJqFpi>w2dC9(D3VB?r`vlZh{{T9MP`G&f9us9R-CF{?$RGpmPx<~ZMC)%6k%WH
zRO6(ATu2h$x!)tf9({!5PSYb0dq^AuJ+e=dK<yh7i7}bn0lyLhk03oW(@i*Mr%cm;
zV@(7y9W##)5Woh!vs(r215)#9sIXlqFLc6sQroCzpcMjAf;~qm`hg`X^&e=+BhpCf
z2*j)G_e)}mYv?MeKtD>>(u+n<_FqU-OYH$G?q?)%Z(^bPXHxYoL$vOv_+4SewCZLu
z7SfWS1`ZTw#uLVCLChQNB7G{N#nPP0R^4M@I8s0zA?A8I%CZWdOX3t$kQ36#XI%2v
zk4<{@;o-uAod7lYXaX6?=j;xD93N=k5=K-+V1Nmk5uL$LdB+AKf3idpWC$b-$M_O6
z<Z-h905s57(-rpTtW{1N)KY)Eg(zq0rb3!gDnC-+ph(YJlmT)iKg;t{+Uj)m;)>|W
z6X~gFL#fB`dW{!bE)J8_92CSt!~&nH13AxscTnrY#D5x|nd9N$KJM)6rgg<@vPtu~
zIRJg&`1TQz94YKzN9=MZAdcttJ*1Lub@ofOsKvs9rkNm+9aDW&<dXp@eX_O`W(UyW
z-bl!sU)*j8h>`8*^*HVZBZm*i&!4(Fcl7saI`Gp1IN%^2EXQn);ElHv2VzNqG6*Iz
zI5z_`_UtngB%G7m6SgD@+g-A{_j9*d?R3so-0s!%mfK|;T|Tv4b$vs0v~<n&sVOc!
zQ0r|Vtw}&q(n&}pk3i}_gl~v_Bd4x<uTk>uqT67z+v;w&O8)@q29&H-4Gj|tex{-7
zD|Pm=;1JVosY*}E6#yip!HZ+rn0VEjH<6W%VBz5Ivu^eCR;xQU@kzMZC6!G@&Aeil
z2^7L6F-!Tz4CQbZE%9|Ql$5pX+pgn_f={)Zl7hFTrPxCy*%^M;Rpfg|4dasp5?NtU
z;)s+JNkucbLkM}tVhP$ml)?T}+-LNUUGkIQvzt8S(Kh{irmlJ-+he*racbU;Lw3DV
z*HoKbeNDEdX=2%@ZtW$%ouhrW)a^rMWd%ee5Ux6_$gV?jVy}|itGL{`SIhgg((%jP
z8+y6juDV9Uak<u9E}DMda;vF!zP5$>wK%$pm8+;e2EctVIN5&=*Bvoiru9ymqIt?2
zS1-Av%zX*bXt1!-DFvTU)z&de-4pkg66@@@bEj&isWnZtT2!lxO;eZ6x}Tmdy}7*g
zDMDKDinMnRER$!CAEukMPSD1B+)R=QeqxF_MF1~oVGtpN3R4(FN&0QE@A^HU)0?#2
z?Skq;ZVvXd9?Zf)+RDF*lR{-Qpk#=Xmun<-9U$5z^nsNtM)*6Fk};G_otYQ$U%+=R
zYPn&|&VJ}kUW;S8!%Wli@u2M*g;N5Wwwq8~>K?aLzRNWVVdiTr>sy|MI@A={aikQ0
zJyFdHx;J%M{IM!#wwBVnJ<_(FNNeU;tbH|ZP&&3ib@aAAmjljvX;no_OJQylxZbYR
zb_?Et_^jqXFzk*#?VDS2+SzYvuC0o85}V~cPM)@~q|rB1U+GlR*(?dFa5(dg`p+f5
zQEe@xxpOL7)~8nDopHr2)w=4`w_RG*Dsf9uDp^q~>Qa<RnIz1fblP>$X_?YXw|Yfg
zOhCaaBv$4U5wo#|X3{~36Cx>xtfHyKBWhBdG6S9JzFhaSeV6Q^$D@6+$=q`GuF^J&
z-FY`Vg80^e-qX@{z!}gGiW*i*Hc6pgxgk<AZ5WXvfRXTmA`p}aObir&GC;`y5!!nU
zXE~lFEx<OM!6co|Be#vom;xhyAzJ?co(X}O`)wWZ10Z`*IPT_S1d{~G7@qUo$BB%|
z<5ZNn9FC)>9z*tY$4cfr0D1G_Qxy40-gYu%d5y@(5C@F!8L48pr9ky}5($9^2ev$j
z-^mfhjmKo1oJl|TZVp7p)wmEgRCM)s8m8%}+FI75E+_~?Ezi`q7C=G(5<*IcT8Bb@
zqB#2sMG}adKnegNCNO{$F@e-a?b4%r0s*LwoH*y@@~$%eBsH{ky!^7NnMqTW{Ib*Z
z^~EbofK{hZYS%gpIKNFvq<WXB3Jsb1i)X1Ta+C1xS5G?iESR2G-cz{|I;%zGY);Z3
z&uEdx_~*C4cf=1fxq*Jyu4;Z%hVIoUZkm##Q0h7d*rcMS`CED&6<S?%Nqtmwl+CFP
z*A$9^8b?z@)e}AyJ{Wn?$c}L8y8dKn`s*dR8X~sL#nlRGveQ>rU#N7|WilDMQN2+@
zr`1hwb>mLmL#`zxEzX4cYICl_;kE~2>p-!%V;;X}Y^2ph5^?~itpSia$R?VALn<h!
zuIJP!{awMp0fMz#Yc}$EbFFqKYfYZsLTu%AE{uBXM>E1ESf0G?5*-F+Rk=H25z2}0
z;QNAMA+gp5k{fB10HM&@0z?viln4X>XCCplVZ`X$6CP*W!T$3xfMdy!6@n875I`i4
zG7OE*J+OBoW`i&$LGv*gz}j|*-}!OIMgi1u#Bw8n4xDqIWAV>*ZEBh~@O*861_%e=
z5(ypWh?D$S?cW>r#?UsN(0=?&273{<CIpirJ<Q-@0GaM4B$GRtfHCGIf=M&66FZz3
zjy%$)K!fD=+=4fOh>1AB+~;vt#W`>Vtdyd00wxb)PS_FVU=5;MO^FIS6NH=-iIPkR
zf_C4`N#d-!1_FqP{{V^r8%7F~+9Ea+nd9bj4g?B1^By?;e`R|qbExp-9enxkt4~4_
zkdTl79ybCEkrE~c@hE2i0m3Q-5Ihl)iS9CFM4ZoqyzxS(x5)=-*qE8jffJHoOcUJ4
zo_;5}z@ANVcU5ZE9z%D>sYRDeAekz^-B7xEH^Mz;ONqB9)w;Tluw7<}Oo9~hc&mzv
zcQYiyDT-pNxff_OZe9Q?xKOE(OduHo6ivKyj)fo?!=Xe&=JCo5TDW-NK&UlEMU@>g
z1W2M`0O64k3>3UfA_V{u99NWnG(I)apuT&RoTIrm{<R@=`kPcyxQANOsU{a}wm1rs
z?x0YV)YJjdXGA4ER|Tk1@mBG5yI-s7?)STmUDD-V@~Ueqt7;sns;GTnB~HHcs#4rp
z2}%iBBqb?CLO|l0va+JKuBNiF)zns2KJ86Q?kKHpJo}1u#}uVUQq;0mXEI65&lKHb
zAKHROKp2?pOm^%e?Z4>li(x`okqJk~q*Wdqg*1$!geW_FxPb)XbKp*!au_h(sYFsp
zfC4+~8C8$WGuH$Af#ICFIFSOJL9;>_-HHik1pooS8Bq`Liks`4L__MP1tDW;YH4VB
zr6~?Hq%8|Ug|@U1q^U6hBou`O4T$faKDd4n^`d$4@U6>h_P3+A>NVc9{dI>@(cS21
z?i3eS^xfjWPduxY6-5(tRf?__rmHJbszSo5-*g}p1o84X76vjQIUDCYK_W2&AAUQ@
z_)ha?(QW1LHtZU=Q&QRO8Yt<@!%MteSfsVvEq4mb`Yu)dRSQE@ROY_6-ioS)lr-b7
zG^G@{6t^+Wvcik&RFZ9j51`*Pa*>lM#mSO(vP@J(xRdLY;=1iz<T0ad1P!_s+5Z6a
zd|#+r8*X!H${eEsv|Cng9r8|=ML4wG!ZKFmZ2Cx!3=P#lk+HK;gatQ)GR6aCGbx^+
za-*CUj$&$#YG`X-oqoigPii`SBIAYXV@GgEa_dIZw)$Fj85C5FCd{;=pX&&1#zIO`
znBt$8{Jpetmsj%=?{U|NuXmf;(xXt=Y&Vyw?dr6@Q1wMkb(+MQi<|4ZDx$jPr=2u(
z)Py(kEH0JD8V|kCPI-PPJf!8lUE1Bq9V=$n8k*wr>TbHFbS_%7%}sl1ejTnftlRFo
zm1|Pe>MJShSZPUhPNuEEqK7%*tN#EHerWSAn0&X^`sT-`>6_)Qpr^gr?b=PNjkN%#
z>utEZ^FNtfuBNf|Cfe08P;!_lf}nZ|l%uQR_HA;^8S&e(TG+Rxm^UMqua!;Qg6pwp
zi<Ha>I4`XvSCehQZQ(OxqTRvM{Gui7)a`5Q()VL_DQ)Jmw=)f|Z92)hWLArqw;8;N
zwc{9EGfyI(CTFom7>BAr*fM5f38ajxchZrlxDjmmPgra8Y0OPq%so4+Ia6)Xx;ed1
zr?noadfm(mlIiQ6R++Gdsgl*jr>N@KYL#lJsavahsk)|=#Ur%nX{Q|(Ok4gU`F+dY
zVQ5Q@(^^=qh;KpIwFaP|uL9>#EzVNX8-;zrY_8@O`+|<%7&Og2Ov9}qB%oEL6-dN6
zckv&k`SZ!GQ?9u;T$_fbwCQV`iPNsM+U~ZUSS%0M+U>R0^(ke*?Zcv-rTui(YiZ;*
z;=&gc9}K#in4Hw*MyaLewXmD&wKkyAcRO`evYODUy*%}f%vVoSML?Digt+C-<v{9!
zTXdEdg%IL8h7R3?oI)u~_GrR8w4_jvktz<?Yd-An*KogX4NfAF$dglxAylH8W<bb+
zh^b6-*G9<P7IpOb#h6EL_Ja$ydtO53wAXnU(pP3N4Xwz?sPT?cNvM%>F78<(PZgt-
z-aAS~H^)V0O1D8E-MqHuMwI53nP*h!%d1ywXUsW3`|JmhntPoqH15^X5b9e|T|dmX
zDo9cm7KOH@Awcnmd^pi_r%dQuy}O*3+MB+lsMWWsnl~T2HF`+XbqrfmZl^0jafGF(
z(OjfcsXc6mK_DqcX6W(Bj!<7L{F2f?muYL(qNlp*yH1g&{NAN?%rt<TmCNU9jbjYB
zTA?L0)m800^HguSO2duQJW*-X7G7{a@fDzNc6)_Oe3_%smzsTDLYt)<G>>XhFDSOD
z>q_1gwQsnp%Tm~?VTWnjMFl{8=2jR(^!=IuGm-2{NVs_x#+!?EaiCOW+%t$H^R#Nk
z%72j+q?Hw#30wAvx^jw0f`DX<6?q2_#XX<gw+Yv~uX|om9iQFM`!0T~`$jr$^<LX=
zH7#*Oy8(PgR-;tdOoEbruKF4&^S7sLWS$Vgd8p?8lF|I=(fo&|&=j=QTH8+D^^z}k
zBS~bTr*@Gyg;XY@-A70msI00@g}~)kr_@W0DSdDfZ<k(B+3(!u(tO}XuDV+)w3eB>
z>3VH3Q$}63*R^>yDtfA>zL~`>w-D`1D(LwSO@ARww-i){{VPW~wN9DkR*$}OqUWS&
zH4WoMTHB|hsYNvlH{{V?Zqyd{=qPWGQPkC2=%0SAm+Kg4mR(CdPO`NG@rqJbQ~XtY
zJ0_-y`<8-ZnKq}8hnR5}D~*ua^$V2lDGO~@<kfoa+7_Oqs+caGq7~9)AF3sA4I`&o
zq`X8+kQ++ioLJ<N?ccsl%92YJp^h&%MiF#JvP6Z|1A;4+b#qh?{hBjZKF=lJGQ96d
zp)T5XX|ve$*R{Q$ZQG7wTH1_Nmm&m%1qpx0JSe+-x}R1>6Fp$8dr=DAJkdunw8t)W
zCavZEkY2aHTUn<TOI15>RZ`um-KwW9QiajD+r`w|m04DnlD6C;nQ)R2q?~6_XvTT3
z%H-)TV_U1O16S$G8@ig+K=P=oE%mBR4brNLnxWLxDX~d$VAF*tI#%0dB$7(Fk;+R2
zyOz36!OGfwYMoDf(iXCcr|N4d+tdzH)mA%J&0TG^6}44#Y$Y|U)6=bLTV<fYONXd&
zS83)yGwvMe)!It&qUjUMJ4TeU*J<rxS8u3!ca1{gC|kKu8rP}~F>alTg|yW@8x-$T
zuHN#EOQ><SDQ(FR$Q{Wd&fJQ^J8?GBc;;3;`?hGV$p!+|yOoQtX}KWX1k*FZ_Ny4j
zIS|2eH!H0DIJXy)FI_R(3^NM~XJ;*vYjE4}Q?FP}NYAA)Cm7YwXae8X?WsvO4qL&i
z>M`jg*}Bib%G&e>zU75Y%BPe%J5y8K@7%St)7h?eGMdA1wo%wcEsy-}rRp{*YMo)x
zOvOU!oN^ynl%`{hcb1i35Y)Wi<~zFa76o#krr?fVbkgan%D|P}8bu(fWi3Bl*ZE57
zOO9Nc^;xM)OQ&(C5*5V-R+IR9_<hydv!42v<#5sU`tGIcJ@V^SSyOYhzg>B(Zu98T
zT4?R-af*lEwHk*UN|)B#Pp##8id)8i#4U@NJjUfkq3?%XU@5QHTa}9aMRcUQ9WM25
zn5nnb)O04cv1}m?)(WeAOKi0Bj=Ru?ooxWELh?pz7kE?{0)EH2P-`5$$9A#+N<LTn
zoz$w#UZzx$NXWR#VyQt@L7Ku<i}_9Z!X3=dvw&IM&<;;~Y_0UY%Fkt68Jz7Gx@_SI
z2#Y>G<AQW&Zr-B$G)U*v)jLK;nq&uJp@F}v)@RHOdCN{m>H6JYf3qgoy<M!VR5kZ4
zIb@*~S4+)(Eqy8~Zw=D3O7(NantEo_Ur|uC)6-FgIvq-x4PyNN0OTzfI}@QkQ(kHf
zD7_(csJp%>ZH;tX9I0I=`J(+h$`qtF-4kkRt#GE-Q1fPyKnGW{EqWfVt3qh&KQrvq
z8j9;dWz!Gdm3*M1y-_`?t&|jMskyegreCFUwX3Qfs->-K`qthd_7;T{tBfm_{OY&!
zOIh=OO3>;0yCa;d)rr$}RS(rP{XNlj6*q>E{UQ>}Yo=wfYFsqxoLNK79<BJcGCYKF
zk1+-=eWh-w=<<^SvsX;Ple4vkj5Bu5(mA&Wwp9Tg)xgDF1C*&1AuwdqjP0A4TUht-
z#+K3An|QL?b~0@xB4y1z2-W@Tbhea~hjN$^LKZ!gp$L-kyN)AdQgE~79+e~RrXE!@
z>{PZJTIro_<OdLkTPtN@#D^PLC|VSxj<(hcRGy@$831{gk(&PZ@ej(KVNtI1`#Nzq
z4MnZ=Bb0WuS5g;jO)`oC>KwSPsnc*_HMLgi%9g-kR~ib35lc%7qiW^Ienfw`kM!98
z08Osi#OoWyHQFw;#-H+`P4oW%)G$7NyVef;@GiUkMEVVXRw4#5@k7u3Ysoe_b5Eo+
zbrz}`uK9MPxT>z6==q^;nHE$bwtp;JN=;2?%&k=Fs8fxj<z9wdD_KQEd}0qJ9NU)Q
zp*Z>LmJ7q&3ktBtZdm4S-#<)^U6??fsg2nQmsF#?#D_?x?aBqAxvsewD@rG7+fhmW
z&+YgqtAaB9*|QR~zJg5GB;-ZEY`I=q6+P!Zpi+yHH;-nZc2^^W-YS=~RTZwf1)fNJ
zGpkSXLfxwBZTEd+b#n8k?DzMoE;mc1W##s*ZTfX|mbPeFY5I$BrlxM7vDE8sLe@--
z>hyWXQO>Or-IUQDOjGFHLH#TB4VYDpMu%#uEl6+I{{YLsM_Vs4C<15;Yq=)8ss8}W
z(rGnUAbEAn4r%BfYU-8WTfb;$ZD_VC+gQ_dA&YI<`?Wi@R0?1&vD#Xyx8G@`*3u#M
zbTag|N#eT6&HX*hZ9lKiC3SVa{i-zWrtxV*l&O8DXm9sBRnnH$%}TB`tW!TrR{Jk9
zw^CoCdYvx?t!))`LxsrnLS3mIO+R%WvR71u^FLUQjgy#F!xrxnc8LHR7>SsQwRGgh
zQ8$GXCRH~<F!diC<_L>e@`^#&urPNNe2&HKy`Ie)GUK|fTP=$j*$5|bZ&XlZlUd46
zn9f8)q(oJMa8%r#0<JEUuyYc}$_`l9-@YU@E|x0P+IHH~YxO0$6;)S*MEi95akki@
za^S_i*9|RGG)2X<(}I|)UVu*(6*t?rK6xPZ<C9v3ze!y6&9Ms7*Xrh7q_4KBmiC5f
zl~BbJ>l|&xi+x)uODlSM(C1K|p?2g}n&%dw<z;0L#BIMz)?KUbcNS}q^}kKl+TO9U
z)w$XhDjA`tcHa8YP+oMj-bgg%)7B7DYM+QcQ}TCQ^8WylmfK}@ru(ZY=xFRu+3c3)
zZ43*&^19nX-}$rjrqau`NiFm@Lg8&8D(Ql19QzTwv$#!@Vy$t{z&`C-$ToTtP=jwn
zAS;7rjNBvnW@tGnmdKc`Jy^y|)xZp48)CB%=|-(RCG72)Y}08_W{;P)<sin!zfsy{
z?H~*dEk8LL@CH78^m)>b7UUxHWtUC6-)exOkqf$P7OLGhrgYu6THc<&-smh=Ms7{A
z>%N_R)tg-+D{d|q3t=g#bgA>w+8jQoN`gpQIMF&g;!2~MJmBVME9*2h?#D}@UAQfa
z&(9$?d#I<pvq0NyG5JF&Yu0L^Pt$==?6S&(aFlg%uTjWdb5-$Ju6e6kQZGlQ#Puq4
zv$a=4TwH5MxoBHurK9q&!LLKNWDxS5RY6KaMb#HL+I;Zl9q*N#rq>$dPFg9ix0@xh
ziP}qDTXiom@~SUZx@EZgbW259Zk4xHR`;UgOIr*$g5zl_T7Ce|Ebd!Ivh`W{8=5{W
z8!D2k#3ygg%0D11(PC%S-U<L6f`&h0%mHvvfL_O1z>~V0#Y){X<(1jZzp`77>ltQi
zw2!;o?JH*%yb;uEI>Ax_WFUQ}Vje{Tw+FM!DHx+C3n*8@B*wXS%6?ING}`rz;)hZ$
z!AYy{*1C(8R<+btx_S?rOLvDGYLc$0n`2CwsBi`r^UgX5QcSk8a1V&?VROEg*~<FQ
zhdN|x>rL+Qc3uAAW3}7$T>+sVle0qTtqH27rK71(xF!1LTuM@^RK-JG3Jb;ge;*sX
zg;3`Wnxji0t#eRmo6;^-TE1iQN*aHZuBJD%UR0)5tG#t2=~u4WoTpc&w$_4_dRs-=
zxp&FEH=?;wY1H&|%B8ou)sEGuZ?>_iE5%Lb=I2XP<WRkEQ;#ivnyF}lWcolAAzWRZ
zsqBfRA5Q`9i^YVirn2zTZA&8#vnKJ1G)>BnQB=opqhTsSQVL*H`yw1p8=IqxLp2N9
z#%XVC?L>A@u)ChrhnTT1t5#K8YWIw|ByM)IE}`2%zGy^a8q1T~BvsF?9cLzxU9lUR
z)=FYr?|h}@)}hy0TV3lN9>vpB==Ug9X}LV@Z7srro|>_DCQ(d~=%n=!>+aOjyH`h2
z8F}FP5^y;4<%^%3xcH&A^H-D_8CUu%#a4pVw%2Q~wzep(%ci?iJEj#~O64uWwx!0}
zs=CuSTY8?Fp-d~OEd_-kH+s!)@f&yewRXo_Yq(W%LCY|G`}>v}byGc3){aZzYSbl=
z`KV_8lu(K`-snv`KpJp_DbaggjN~uE{fk}mcHg58o(Q%w-SWQ3?aJq0P|bDn+LY7N
zQCx10(=^>hYs_^qOsX~mo{NqYw@#3sgJ#LGMU!bY-%VUEV&EQF=)%Yq`zWU`Uo4=<
z$Tx5#It~S0!Sxo&A9YiYXdB9bi(4Tk{(0=&#j_c1*gHFey6^Z8NT(N_y5a(2?vH_h
zV%zCGrzXWSry~+p$9MyCORm)JW11#ZG-fColi^R{w&(Ew0Lv?-E%xQ7uXmfivaG79
zxmr~6T|+ChTbiV!ZMxPe>&-PgbZ)%k-ivGsiq$lNqbfY({6ut>Q=IeCkJ+s5mhZX(
z&dQymqhF_2cWY7VT4y~)u+d7NO)Bl7WXqikZAv{oBae9VV#8VSdB{CAS<0PAy)jFD
zztZ37Yp=q-+T-^7JD1BnWxln$Nv(Oc{P_>Ikf+#MsT)~W@GN?NN$Kj{A*8gHn7UUr
zbGX>FrkS<YT$*$|n)-@M9lZ`!m8olUuBAY_>rSuNY1O#RKutm%0{aztJ+-biZ)sO4
z%G~cB%|^`IXH8heSpq~s5-zIcO~N~+T%wU$mAH0&fRs!EIVQWib{Pe=-Iz4=eYDuG
zXzZFI4#>Q04XL23Tb-QpZk#)Kykj`kU9fzj!ok9Bmzr8gLC8ubp<9Vb*{{lf@?+jp
zXjM_><q^Clkxv_1bW_Hc=0hcBlw8KD>ma-RSFibS>L1nyqv_+C+HXec?PE~=9+A?z
zlT}sHrMD_6bmflae5j{w#VIYg^*yqdsn(F<kf7S!LPCmE6C@Bmh;%o^0Olt-d6&x-
z=!>46R*8P->NN#bSa#og6xVjBB87u*rYxn@R0^iTYHA0dh0Z>+h;lcOdJExB+pe#-
z4Szyt^<~b)%I+GU^363zY^9?7<y2HH)>K>-PU$Y!I2==tGPjlJ1TZ=jPQZoR4b=kD
zbsNJHR|?2LyS3uV)v9D&851a@o#zm(#V{#aD%Etz;NrQAQz8OY3~(<uUw(vJ9@-?n
z&LlP@Q`#FfX8UL`yI{N3nwWIvE=Jo;i)esKHu{qzg%v#GS!l<OV-QX?G?pv#ftsd)
z&%oVDqqTO9sAi8>>1|1+YU)t8DXFz3j_G5leYS{0i)EXgH7kyxwJjmVwvrO1B_x9r
zjm*dI_a6A)z#GTkj>`OZ^5<0ZqMMS}j#gQ!HPs7F>k3+{rj|l4R4r27ozlYJSmkXJ
z-KG>Na^G<RpgZUxNpz{ikYjZ{@DuRj&81e?bS-;VbkPRQ+09q1TdfsJrvWu;qh07*
z$5Q%VOFtl5DIf%t5Dt2d+u#}7@Dh{FoTVi&X(Zf6MEbk6BMln(%*<z`a_yqX6>@e<
zBvTOT7zIEAj^<6yZ-40h+C1LVHjQU&>Ru_`v1B1?JB+(8QIdphcA<1z$W0KC3&cas
zv650bb2(u7WS2#%Co5Abs%CNoCjddl_%ngqyn8_>COeFomA+tY`u_k9NXgD|@3ir@
zc{9n4W6v#K_KeZ1wNqUwZ8dkAx|{7yRSmwHf{vz+jnz8!B@M!$EYw$0w9{y&T9j0v
zU<1a%=a0gNGPwg`wdy@%U8Js7o3+^%I%<tGa=KP6yNi@nwe7c1-OkBpS`y_w4N*gl
zrNC6#5%mMc(q86(Z7_ra@~qOCbW)iJ<Ee)#0l>y4=|C})l!g+3hzWoMKnFptL66x!
z(d8_O9i+!uvyUuDm6b+H=tZcSEuxLoMHRtSgy4PD6mW`bC{h@SoZtsBM<5<%kR;;~
z;QJlqVC3v`)04t8neJwA1`LUu5+@|dh@22Ogq?})k?sym2rx`<*i81}pR3Hs@0@N%
z!eU9r&~e50&ksKT0KT>EJ^n+kdUtikX~svK3D_Kwh?$RZGmYes=Xw3N$()RkW<8+f
z5DyD7ai6?wWao3d&*(riERzCBpJ_N9yLSHoSQ8M)`TMiO-S$&HamR<tkdMqLCo`P>
zzuh??&)cx!_nppgGE78oIU}(d*i1(Xe31j}JQ?4~1I$N>Dqw?%h?(4WPUEl!4iAVX
zUU+?-^bP^x_;BvwQBS@wF$PC~cFD+sClXHN{{R3p0C)X+#&Bi;F(AVr_L(EUxhG)|
zAi(;Efwv5u%#*i$@(IjA5uV#*$l^Tt@)Z1hdUVHzN8hDgD6bb=aUUgctfoL$QEi%q
zrIKX-023W$rR0(V(5#-J<YZ~r7YBk9cc8Ri5D6Vs)GYkM0)oDloMA1r(fW@{g9=y~
zOem>bVLh|`+n6Mn6Wo61?I0rqY>9w;Oqlb&<|K$6Ts-;lr_UJ<x@n$Tj-CGi9vRwe
zbS=OH)mm<LN0zxRTdM_QP)RbgR0&FO07F!VB&0`3JO@hJD~#E7UAfgMeJ!zbLzd?V
zkU$DpE<B_4AEJ>W06QMOFhXZ(CNcU+z=)3X5gW+ic`!!#oPWjh7#Sn?n2sLrK6|;-
zzZ(6VGq1bfSzTs~)U+e0+TN*esuJxAky+{pA6i;quAwP11h~p%4zJ-!;~HB|wCbC6
zw-Dl03T<d9aU_BCkgk;lWI&0}(lR)#w^v<h-9vV&n&w}5X#uJyo=TrtDG5rOX;9};
z0CcD*D2Oruk3d_#X5VH-W~{5HefnYZ3vt$I;)Op*Lr8I^$E{P;04^aaTHR7xL2#rk
zYMR8fri!PeWAlwfhSH>?*Jh5Sr3}+DpQzMU1wu=mDGCfM^fH{f6yYdl%d0ip*FRp{
zX)30-5?gWbI$o@7eJTkXvre!5=K*dvA<mSkO!0KMYs(e#o~GGyqPo*iyy87NiYHi8
z%1RcMCC3|cr44{UD{gAUBuFHHoN(#QIb0X{HmasVhe&Fc?$M)PQU1ZHP-r@-QWO16
zGQlY&B*bw!;p94dyT`7&RCLsQGtW*uxN;7nA+2EK`5y7GJwi{O@=v%XLB|SX-xw1+
zMtebkd>>)PTU(*^9U@lhD3e^kg(drQ&DABuo~SLf3M$kH5+a@qf&5=c#owo>rEs%V
zPW3yeGN!5;ahDO2Ax*fHsWL$s5h4yj;ynJ}+fN>$+&sAQ<I_%E)hKoy<mVgX#6g_)
zfg6b7%;e{2#P{=^{LF(O4k5rfjgEUnckcv%f0!F^d6B<pF+IS}-+b+X#OKZfyYTao
zr%t%x@Xne0^v^nv&%DWjBX7R>AAN*~;ND|sIWrp=jBNn5KuW&^{g3Dj0w;gIKE`qn
z*l&Rtlf&~f=NU3a1d)>j#xi!Ca33B)-KL)()t?7|{sZT@LZT-UK-@&m#y8$%4ENl7
za8G^YkPhSnAf2(8h>RFLxP*6;lY^glnK;Tp-aKS*dD=23Coo3-41w%mo$~X;!`=Av
z?s4~bYxCqd<K6Ibca4T~2XAst!{2G&JQ3WCb{HR~B*-(^c_eMYK4cuhIK+>!pCo5J
z_(1;v+GFkSp5yFH?qSpQ_h-My9_n-M*ROX^e}6#ZQ4D{M!+!qKW4I78Aa!x>O(p*T
z1$58;tM*;@{{YbHZag)e<Q&Y*#7;YB>;!r7?p-DS00nf<{;T$1{by5s{{X*==3ktD
z^h3jleER#i@vg7*P}bqQ2dpz6`O)qQ@*c52`Q55}Mx(vwKl}5ljOGq85&8}>&CG4E
zG1WWx@1EQ24Dp+43nkj?tMy2?+v+M(btUmWs$1w`C-X|F3#oUZgc%tMaX1Pjz%fz%
z54PHyL%O2+%@WoL{Jw|^n#Bp2>j_^;P$Cb@t+`kwz?7aT00eQzfOv2&HOGkKIu8sE
zwar&J;^eqB)Mn*y82<qD_4~3s`S%98)&P5q;Elw0A9==NaqMx%O>5FO+qc%;5~*pz
zO3ht(T`f0AiBeRw7aT~*DrvVPrC0?pZ;91*3ot3ub|k8yAxTBf=u+iKROQ6B3yL39
zDIqT~IzS3)OblY_sjruAp<QvPaivfBx(}gDL<j|j18pm%GLWYdwMS7ZB&e!G84hF2
z1DEFO%S{89UX^3lfN7v{)O7$206Gs)#(D;8CH#{|*^mBMzB_cOK_t-Gn+3T8Ev}@g
zNHH-Aevx5ErXdR@J+4g}R>qpOP+6EDkC^ltdbNMUCB>+EM1ztXML``X9dMXB`gb_~
zXL0=Y-^A?)gEQ_xk&I{W?t2{g7~%lkZ~>;F$2bgzM?U^~0CC1x4E=6F&l>RM!%iIg
z$A)X`ZdJD@i`CUn)jEH+@``}iLK0yurXWHRkRxC>p#+iKeZNsSI~n~qk~731QMBMl
zgT8wY(8(JP!vF^$@30~cFi5~3zqSD)H~{br>5${7>5qO#BiE*Y0yXF`IOZI<X^(g8
z$0~CJU^g+2(VTcViT-dnsHUo@qj?X}zU@2cAfeV)w$_+4l_Y~5Nd-wJ3}hXRFftDF
zw|>LPfjFI{XC3$tj^5H>N$E2_GmPL4<A?$79;1v09nsF5G|$HYjsXGi#}MVf2Z(Y2
z4t^cgmyJ{_k{i@^+H2B8B^7CleZipwf9uUMKzF1B9*3JfMIbF_sYi$TC6ej&Sg#3g
zp<}5wtGYf}&`By%8m<J=zGJB=A3;|@DnC%;55b6nGbGG*oObgHiS6fzNymdTxj5Sd
zZ@g}M?Er8Q5#!uA9(llLJUZk=G2N~Kj}Q$pk9RF`uN?xemn%ii(%@?0MEx?4@RfjC
zS7<}6scg6<C-@vxgp;=x&|qV>^Zq&eVh(l$h!@LtrMz0(^eO7SN;ODT6<cVkrBXx!
zlGDLm2_-520DCAn8QdF@t<slM{&_)DVW=ZDHr1M%6)UlJiRp2$W@4RZ_)=s_fSx$d
z4)NiPXI{Lx7bA@4N{o(~0prKOdE*-L@eMOri8zRi#(RT1o&Nw__8V-rIE)W(e2i~1
zFgp@KkT}XJG@XB=^ES8XFSNjuHr1CZ5IRr$^$LPtZ9s_WKy&z#W>p+x4mRscTW+Oo
zEdT`}#Hk7f2hyad0uJ~i-0wU`9RsH>@hEAoN5Dtnj8uT<fQP?;>KPt9xBw5?MCWoK
z$<K%o4$+cgC$tQ3yY|fOJA<Cbae_OD_LxZ-jF^n=J_L@y815j9?ZNIuXC(PQ&%ik`
zK1kvKM~0)rPVF!{2x=O8w9^y}0040D<I9hK0LQz!oZ#ex>;xD9b_4YBzWco5Jdb(X
zw7`w~L4Y7<hyfc6tH>D{>_`XxFqp_bHfAx7+eZ0~!4dB#C%_ytkq#Vm-~oW-AR7Ef
zhsK!KfN|&ppkO<MK6vn_*hnB}Zs#*3pC7Eq>_-IsG1zwUXKWab{i6{$JVGQy;A9+-
zB#im+J8V7jd6*{y>A;`Uu*cqJ0myfNa2)f;F7e<zb<Uygc=Zmr$m1Nxfa9lz2ADI6
zI3(}5f#2AFh}=Ow(VS%NNR6gueBwwM0(evU?fU^8qXcj5!kq3#@$a4g0AfxiB!k3s
z4q9^#I1KBqGv}C8hMIB?Sn%iPIUbb}h!gkNN$tEy@7p=ao&f+8o%<vh@(w&>w8-3;
z;u2zW9jC_QJ9`2%2fT0yjDgZWxDY&_VUlBW86lorgnDz+IOXS-L@EOq<EEU0h66$6
zu6wxYQ5;DyJ8wHdgTLD*JD9-Y8OR;?j}ssn7{o;4PGTp3VgdG;JA)s;jKRioB&m(y
zZ<C3P;7{q_18F=no*|wX$A&xj_)s*^c;m-701W-w@y2@8Qezp%zA_K!4)Oupw+EaI
zh{R;=oK8kI&IVx2IUvTuP6m7tw4C>u_W(}@)8oEOnZN*TwEM}<<A>TB>F&o)8t};H
zIqOs3rgN_@IPuhU_i5iu><;+bV;(-@F+N25JP{KHG7b|y@!+1|V~edNlCq*y`DWcr
zfQ7qLUayuyTUy~OZMFXZT>k)EE1)vk!qkTVRG~ms`nD@!mJqAuNT2I!npG{i3i`$=
zg3U!yA5Z)0+DeYdz~C6?%U*rjbLsnWigf$&oaj8mySu}swuaeXa#2kcGq3bdTErow
zND<cag)Jfk5!A3_+lz`Q?Gy`AZj~=qID-a~)Z;|~NeNI6)+{N$lPW`jw0f;Lg9uY<
zOPpJ)Zq=3NrNV|-9Vta6D@mrMZ7DL4mYM(%g-=hZ)Sya_P?9*eb$!NTBOU=h05jn3
zJ7JHzkoRMNe&4n3^W;b0SLNU8n`z2>b8TBGRn^qpGEwWSD1tqD#V6(+T3`UQsTc#O
zDR84>Dq4wBk5N*Jl%h(CjF}{oB}B}UW@jQyLD<0?n7{-^PWj)q-r_KCi4*z~P6>^K
z9O66^nTg1UAmzk4Y5R2Job<$S_h2!{O*!{xh~rG?JZe0M5D&in^N1reKkQEmPv684
zWNr4_!T$hP5EGJS1|a5knAqd)JIKMy5>Jv3e!_A|?r|8#`_5y>h-W(T(@uEQM~^=J
zDs%G?`@dgJc?j`lKGWP}<iI$c<dKknp9Gv>oMsQ$9mwt?Ja^m`lkGT<aAIfsqD}$M
zKncukAZBrbdx1XNjNnH6GpE_qJ^b|38T$f($Bww}$1LNY+uyA@IL`1s;&4P`zJE=y
zIC2CG!1l*s*l!~w<jCR~22YrhdwBPZ0fQbQ3`0L*>^3HQd*UVt#`zG(O?-#Pr9R$&
zEpv`NI`rur>?VHOh$TlE8|+|_nK;Vd5^zB?*vHx@8}05)9uPYm?-90eG9bk6NZLsI
zqGlig5(x2`&ciXZXYaIq^&G<-K3s$_80o-3ah&tx7q@MW00MW&#E$?*a%YD)&-X|W
zcAbQuCj{@rJD9-Q2p#tkfN%)TA~S=PGBLi=bBQ1c%uJk<+pvxmJay9=2nh7!p6+!N
zj^|(iBzM^Uf*_0x!NhSnii(O?QuRB}F!FMTSaEGQGbDwyP;&r?BQQ>6@l88y2*+cb
zWcvVdym9Yz{vCYyHiX@c+m~pXRMslkFL&i#5|2eMDXxK~zChF@9*;;|0t<=s!@Vb{
zSmv%+8*|l0a#fsXuAM?O^`$pEb0gXIpg;gHh$q`6zF`0<dqU)O3fNX2$@Y)60hj&H
ztm(VA*a<aSXW0#b$Fq}t>prF~1WZ6FoqCh8K{D?hUsqdjq6v;Xg>To_>O`fgm9uhW
z{VHy;uvgGQ1bV3GTBJ;ugTRRdKoRZVgrA4*RD4Z8tzOou)H+!jU7I3QG_vTaT~oK!
z+!oDB+^M%#vg%)I*H)I5`FouXHm52O@O1%R^Y|6F(9`@e^7^T&W)V?xds)3&`DL)}
zQrp*Bl8L`rVI@uk($X-{3R04kAt?p`;yy}IQrrF~zA$O1nQoe&)#O9rmQa@4LzQ|O
z^H)-&wtxbCN8WYP0G_3&nN*H6UD>t=t`NWBB3P{vA!`AF34*>OgE;j&t|A4_8kv%Q
zuiFvn&O!Bs#H9>z9M|Z6#(f8%BcJ*;?E>|<+FsVy*i4b6EQPK0<5P?oy^Y?xMvLB<
zB=fP81`FHBHdv;OVnt4V&<X`87QCU%4}=XL$c}vcIX|H_P47_J?|i|r+-p&Oa@|o<
z!}fhwVRD9ngj=XB&7jtN!dg?cL;@2~`kQ68lGFVp_=B?CSmb{>8hVA^r@33NnP;U1
z<T+68mAaytq%E+dDc4?75X*n>t8}F)Nm&Dr8~kY8-nH|C;QFa9x|S)qjdrf7X$w*k
z^E8*vTl(l<)RYdYH)`qqN0x?LZl%vz_842s<J27B=JM-#N6br2x}Q~4R@^it^wJBC
ziPa3#DODEBm~Eym^_IF?8k)5lH&9u(Tr2K0Zn;SMDHQc(xK(Rex6-#8ZIw+)DB<g+
zLFl=7VgP^xYpug_oymwol`@qi2pi%6078HcM~_t4a5jd?<oz+MTU{847)AzyG;ArC
zGAb$UU5-V`tc+n6ROVelbs)LL5iyKq6)@#A@r%zPlD7FD$;OtIA;x)I%k~{Yfl8Wo
zpGsPqdAAUt6qPpWR)r-&Bq;=7iQ~@y01bB=^)*Mtqn27)3X6aKGQ8ZXcB;OxQZ&_C
zs%R3Dm90$#Ak(o-rwW>JkszABqU|*{#?TgCU$e>{Uo~A%t`n$gG@hNiJw<ER`nt_;
zp{{<-O*FR)Wxnk}Y)d@~39Yg@X{w-ds6Sk~bX6^i*LlV9QSnWsz8`e$>zCZ5uA#5j
zdd}%}zFyHsaC)NIr|T}rr%h%4=*=^Rny&7%O2bxrTHQkwPSU2i_7;@5)ov((kd~Ob
zEn9T1rzNN4(<lfv1Q^Dm)=76OyLj-9l_^n3rVJ^75ikKtl7~=<jt{gCNazbbGh}bx
zDws%Ec5Ad;w6-UGY4P38*|D*)?T-1>0a&tfMM_nkwM3GRTL$_o6%|rY13Kql#h#bt
zUoy1*mDI^a_NP(Q(>bWG?Os@IT5X!HfGTROpD6RCigYcxVdpJ?Gtg)eQ%;VwdU+L$
zRZ~;dF;JJ#>uD%j9!tnueF-eO(~X5RrdGm|mdkHC52U36mekPW<z~9!TXU_cx!fx1
zD{Jd&9;>UZs(Eiz)YVivr=O^G<*80M^Ny`<IJGRPYbsDAsFBy-f&T!BA*pP1{HfKI
z^le|X{R>ojUZSC44_<7oGNwfmlKE3_*4vv14XFp$S~?vFQ;mlO>uDPqO5e7l<{<k=
zuA>q$ZZm+cVR%!R1hPq>s?G%hw=ugF(nvspmg4=H1vN}>&8U5%uX0?Hr<N0??T3mx
zW9tqM?Q$-#@2rcb%l`m$J#ggWWz6NljH<2<pa}j^G83b&yWT%u+jp4*`^J6ZfyYKk
zkKQ8@gWgU%NCqV5i7Ti=<fUCu41x$!OvgzRkueIBAxX$RNlmVzt9-x%2X5f!$j@xx
z7~FBsiKHSp*N=dY50}r7R(^AaIO*43>|^K4@u{y=fiSEI`@oQ9XJT=k@!Ae)V%55G
zjq7!~nt}H2w-wOaJ#S8*{N|<C)ZH^q)ffI`vZ}hJmYeikExAyj%PLyJRj(~p>z=5*
z(pYTF`t`Mr09L6CQ#1!twKXdVSEj=)g)K%3mC{gzscK41U&LQ6ZG5n{a#vj2YHO<Q
zx^tYGGPeBt^<lPaZFFL`>vD3QjcRR#bgqJ$pVRAcLXxS_=U-c{jH=$XOLI!Fhf!rv
z7sgPD3ScG`6(R~Mnp?ZY0R;}3Qv-;O;G2JR;$6|tZOxuslQy*e(EUV+Sk`*+#<*qO
zuj*i<b>vw#euPPkir%*MlP6|+;H4>1MIw-kEJasAB{pBgA1Sqlr{w)*HJb5BW4}?}
zC~x)eBsoySHfu_1stpPjgeCRA>zX=>x`v7n1u~M-R@xM5H-9zhS-o=A+vPD+^fYxg
zo0T0~DeI<R%+w2d0d)ko1)Aq$D@b>t1O*hHHkUCpeGSi+`qs$(S{}LI^nL!@Z>ET8
zPuy)aRP^b6g*54TwXOEj@*Y89#*2-(hZ3R>j(Ibzj;HuF)7IJwls=k&%vv<6=}mB@
zwrjez3U#y{P&D*Z^vZgbO^7s%Q=}v*wV-6a%_*!AIaEnB;AhlsMoBjTSN_m2GUDOG
ztclD3tPm!d6%%fUXe2OxX!p(AY+5@xS7`e`v#qBDjK4h|u35imypwRcE6HrN!J8(F
z81?XV<XoQqMoH7Q=H6Z6ZHemUOsSBTIt%r_wc4g=ZZtKn&^)?o#%ZeAecDQtE1^{N
zC~ay}523(P<1Zx+C4DJcK{3Vc6@ztdFgud~gW3j3$p<kJGCa%74pVA-jZN<5qHj#w
zZdb>w3aP32`uio$g^Lw^_Ovd~cVU~=B`wL->T1`WamxS~N;_Q!ov*B=rgoa~X274-
zeEsFczWs64v@KulHpi7$Lteua*B7g)U9?po+L^an12xS!&FY4cx?81UX{l(f_iA<B
z8o4Ht=X`SuM%!&9kq;Ry9-`;$$P6AT4IZ6S6}TBRQ!zxVo3~X&$OXWtM7u%(gL`xG
z;Yl?c9L09Y$x|p8!sP;X$P|SWh#2Mp$pdhuFo@&|V{Q%ycYEAT)HbXI7%`KX&Nj*W
zKqf)^)iy!g%0U2ww9ei9L_om7nB&FTW8%w2T`iX@#s1HE($?!eJ)*AVbg4^E+v$^f
zezul|ogu?Tc&n*RO&MaTboNt5!|QRh);!fQs(aTq%9iTr+N!5nai_vo+LV_NdK3W#
zNO37~wI+I8ZNw!_ttAUWR1`R}%fL!PoCze!W`+})AQOR1nUx_DROyve%%Vn6i7tuE
znNB7t7D&PXQ<O%rllE_ed8*`GH$dVA$QTM^9ECWL;8TG_>8MaJfB=aO03*6!tc1HC
zZo)Pm4qyN~fe=nRaFpo4&iD|2)=UGxfrA4)Th%8d{+Wo#jDU7AA~zTVJReY=`}ZSb
z+EuWL^V?%QS%EO>8gR!P>7IV<j=vhXZ)uzle;fzA0D9-c-I}85+r;)ycpan}6S#r=
zk1M|u`|VveoaHv0Y1O8V^LW*FYL=w*IOd<Eu+q~No~im%s456SN|2=xv-Pyu9YxHU
z+a>{$KW(7F++=119yu}iqM!XC*qJ=c1V^@jA^<(a5KJEDyzO0zBAS~{waTCY$_h#-
z1rPzj(S(y(BXJPP6-<XH@)CfCpcRMTs+g9Xu$LtfD>4Y=KzC0d(1#BL5W-$O2T<0z
zFc0ojdqEw@00WKjj{f8WB7gSLfdp;)oQxk6jPOZ;oObQ!6Q6M>XaxB;{VQa5Q)+!X
zrr26re^6g-7B(DLNJ?M2*RgMCl0uRY9epZNic}JrQEgy!tMm<3NP;RZpn(!aGpM12
zM+HoU-!X@dK&1iB07P-85yv)=rcmS|LnctgAwW2ZguqgOV;IPYX{G}l@mtrC{{RZy
z&gY>;!oxzvn@W7c^z}Nf@}k`UcAcWPTA`+HYVI`vmfCGBwu&<H%WqcG2HbJKM{6I$
zSDE%JTelq}t86;Xs+|gTR^ODW)AjBYyh0N~9D3(ZQtFuj<%eqM{U?8@XjKIlk=M-;
zrR^FUN@@KeV_;L->=w#PZ7LxNQj<>7P^TOy`V{l43U%d)3vtCLsFGB3ns;ZW40~s9
ztF(yN_&C}ijwYM*g1nZQQOq!~XAY9*D|qEtq~q3Gl|k&z^>s4f7F3`Dpfy>s36Lp3
zL<HvE>~?PmMk%KI))snn$||}d=TEUzN*lm}W&D_sh5-V0q)<dP9A^RYgM8EXoiTQ+
zvS01BcAKpV($!_UxrZt0SX$dds1CB=O55vgXj(xMQlLy{rq+Bw!IS250GJ*-Zbm0O
zeFywu{4d#g*`%uVU54LJP0ZalK=an>>UB3rtMv;AQ?6PrYAr1_MFXi+4!T)!hZI}+
zq%h);ets&cswk>oq^N1eDruf|huLrhxYNxjw&E56IYQE;kOBVyj0qfc-p%%fAG8=z
zdV*liO_-4xXwf(vTdZP;kz`GwlxW}zV<Mr7Qvj6d90bXUjjFDTY0b3w5KzLiRlvt)
z=nH^UfFK4T!+};$APN)*0s>Q)>X-mG-@`XPH5bFzHLM!i%~JQ}YpbT9)mD^LzRe}#
z#Ph)wP1Lm2Lk&LdB3xBn7^zWZ6$k}jB}yl~`hS>w+0=g&RLtnQ+L~@ia}tu<d85A3
z+HDoK%D+dK%w1Pfs>fGwN-C<Z6cuc_O4UnM)a~49*|@ffmRL(4F@|%olQ9Fa8+bkd
zF^PaA@!#%Wd_rIJhru7ip0Tpiv#9m8qf%Gd%`JK^PX;WuTAfj++d@>zN?&0tFHhRj
z>D9Wbl4@IZ)m`ZB&C*+Tg9uffvUJ8GK1NR9Z1&O-d_ox%RCd`%(b7T+6v+bd?jyt!
zSzQQKw+DDPK)rqFp|oXKL|hjA$9vq?#iO%nXbrX|OL@bDp1*GkD%RY(ZA8x1WZs%S
z=Zv{iQR4<+CS7RqtWik9vDEk0r{%vcIe)8D@gK}RX{w*NXiGiTlk<Div@hE&mYdyG
zeJW{NwCU|O#lopHiM}q?YGt!mR<@N+Y7N5Rr)w&5u5g`UtobXbUgXWy)M}kWWwTr~
zZQ9#hEv~yyS#h=3DyEXX-$>H@-IY}yi;MKt((p{7a8ng-pS1i!ax&Fx)(u=OmhNTf
ztt)uDGii0YOO3hvjU}g1AvA8*Qq{KG)HUgAq*c+>Azqh5%q%HM;;WaM^OdgLDmgo%
zwKYA;_sc6iHICzA>8(|Ls)tVsO9&NpPf}CT)w@jUX{oALO!I(LE>x7s1DXus*p;L8
zQ+p{lYsqdoXtP2(f@239yLDNnv0J86rh<~HzD0D*ayB|jkfaiwQ4{{cCm9M=CT+HE
zAT0|6Yxbxw6*9_gXpN%WJ3+bQ<XO$TVyug$RCOZS&S!5uk9L|4B~W<Pbyo$DYEq+*
z@(PDi-uW4&?Ht}hH7=%8cbXkk)}Tvwfm~_z9njlF%@yppip3jHwmlUMDB%hqsUV5E
zN1EDseB;%B57td6EMq}wTXv#FbpWHJvbjrh7FWd$1*(#nl+l)zeQiZ)S!r%G`RNK)
zHJ>H9d(QnS&yI0lb&bK-IaR1@wKc;<(SCD9R>CT-x~7`rZgHzsJBp~GT{V?86iQu7
zZL6USvP!~GQ=5E4b9+tvJL!b;HQg0QsBf36&A&>`Bb1hFooZgAt*%GT-#;y{s5Dfp
z+5%F;jXIvcKp`pU9XAJz5`S_?MX)1VfqRiZU50H4^cqJ-%}XkS&>$vt2;ckM++9bg
z-D8l60gJwJiZ~2z4&r%kY^K?}?j`0nXCJb+UctWQujmuZ-1kj|WweliQE_sMWu-B6
zNfI9AZ6?VDoI5gV_6R5sgvP8qyV4xI=MJ^_gw$H%j>_Jz({`;VRY#~QZI)XVzvP><
zC70W~*48kE)YK-#+J!rT5L|qrO6i_3?}-nIRPvud+ciHgQ>Qh(((QVqqo!!o)ZFb(
zTV7(J$Ew<@veY5Ehf?ZkT4@bd?D=0p!W2di&W#1kpNpPNXq4&teJ!Ew*J_&{xMiE|
z^6Obp>s1!Y#L|CVYqC7j>CFwy)V9?{BNYpE#{E%7s%H@Y0Ia!fquS6~7f9(8idSkZ
z8g|cWudAeGETZFaqM%`l`++{2YjIVzh<d3`ygg;9(zi);sF_&tY!if(xSR#WF&^w<
zA6me=Ezxfi41pT5MR)BHT&4lt?6Qz3a}_b(P{!Uhd{`rRT&}i(Xl%YQO_$jBEGch$
ze{2Vje<uD?^S-23n4f(gZB0CnQ8Nc@E`%KmWD-%xb}f@nvqUxKtL4s}_>|=qjG^W&
zCDz)_;)6?TYML7@U&vNlZ%^3N<CLj#s+zGuns3dkX;jnAda)fvD@^f`a`Rqtwc7Xj
zKcaOtJ<9pZD@84i<zphbRo1E<JSi+8HC0biF-ubQJBX&Hs&bj<Kz(DVC#c4!<wrhs
zuDa*XHhEck(lmCBHK6|hIsBgd%{|q+tB|)}=&dy0H2qVnpm*n~Y8<X><r-=b*VF1Z
zBvw`Eu15SfYRzrW-9dl4Y1++wT~ltoR^1<}x?4Va`*HmF>T6}L)oG}>A?li&YTrs`
zuhVIV5(-nt&CGL@fz7!rX<ppzk(acfq0XF}QGYZo)*@<<g;i1Cj}Rz=APxmm5Dm<x
ztc$tgo*pM^c3O6KvyhZ~WbLbHx6%%6If7f386?=O?V9csXwabE<0+IW-<;8<Xys$1
zIuS(QC~SWbb{>55V*Rdl9nPbbS4CadpsnueHZByjrR(h@_K{C#ZS}ox6!uiq)3_gH
zl!Z7@0?UO%G3UQK^smEig>zffXbWZXuTg62eY&ZeLTL2e!s%OCM|Z5Kt+`xjXq@%k
zLsXBtYF%OKmud@0d1`Ifc=PAP_cQgry5(iLKMm;SUC!lEsjX|Q)LJi1YWr%JW;Uva
zmrp}-O$`-Wtvyp+Kx%3zlI0r@QC3jZRnyl}yGh2~vho*7>+V`;nm%>f?^?@H{zG86
z-y77Ln^LZ#j{LiIJGUBQX>L?&K&Gl%*m0*zigipR)vlq$7guv#7Ns;D$#|ySy9HdO
z5dPGKY-Tb_wT5nqO1s9Vc+^lkvjGmG$5k_^rt!#9?*JDLWa?4ETR_=f!<Unjxfw;d
zy{*l&Uy_N=+RWxJc~`5RIu2#59I!~E3_)22tPp77vu3-k*E+zF#a(I5E?R5Pirq8H
zZC_!#Q1ZspPf`6UVwwA;*5g}OX1&r{tEe9;w9_=ws(l9fY1(;~-C;{BaHr-L%{RX4
zY}It$pi1c~%OQTMX)0TNZHDBlsiWz?3FuiT(kTHZObO%7ytL<EEcGV1)Vz_=l-Fu2
zw<_pew$)P9ThPUxo`+4=(rMLF+baHcq56bTJmoDiJ$4yV+68GVAn|16=fj@8(fs%3
z&o}iJwW6!i8sJ^OC$=i4>bk3NufNdUXwvHyZK9K^-$hEg3UNZ~sR?l?Ky4B@w@QNV
zn<*DAWUa>5^A|E!#5$}L2T#zPdfmxT7d@fQCOdH}lDKkpNxDN6fL-$#GJ8Pmt?8C`
zeUuJ%p(C`}_`6eUm$OOs%0%1pRs<Y`QRN912q2MDZz7uUCyR=1(Q~ThC0rd(S4lHd
z{4?{5nH=S*<{c)t&~51#w3X)HZL_A5j_k;~GgxlIp+$EW9&V`9{EaF3niYy=rmZUn
zq_$O6WYZrFKLYeOdzPZrH!CZg#kjXrXfEryY9%{YWKBZFH9J-tBlQh2Oq<fw>uYKC
z5bJ$!IFPO{-xePf7hi{tT+m%~O$D0we6Q5D%UeupHMskqCMhnpRaXZo=;|qJlSqXI
zDH4>thS2qGERe2*FH38VN8Ua!d40=$Pt09cNu{e_p>I`C(&>FV9cGe?Ra>p~#-1*B
z5mw!5*%bc(IEO20Xq+rlw$n|%)0OoXwk;SqH@0OIJ)5)3o#_}nVHoYhwH8_xnN>tl
zKv_Iha+XK|z$)bdNh3H{b9;2A4SPK`bTCY8D@~dkaP*tm6ax1Q70GqPM?#?0jr%q&
z9*gJ2oq%f?qSmRDj23ZHez@?F%)Mk%6;@8Me~S)i^PieD{H`AkPIDHkPS#h~*In*f
zCWBF0ZFNo5F51PVy2{E%=_;tHDU(fJYemS=g(c=BI1r%Er!Bt@oTjDKT6bCAwDoqP
z)>>}4y4E!%{{T>G3ysw^&DNU5)E4S)V%(>hsZxy#YoRRL8$~@O160(Ml(g*Tx&_W$
zSZ%s@m0Ek4no_?10HiE7{W^5>*NO)95?a&t<|zx+R@Q3kDp_$&Fo)`csX{5#rxN3V
z4fU%{^2+h?A$I4tHSPSv)3sEbrlS|9bQQ>1XerpKENTi$dvlFksXD7G1x2NGRS$}_
zC?$Og>1t5fw>f_#<{?<<Q=@Lj+iaxVnaYorkD9q-<=>{7C0NO(fus}!lrRyv6*NJ)
z)+Pj{B4Lz9TXvLP=+@)E5Ph_}gKG1Zv^ip0z_ht6O_N;~WxAs7mX9O1Pt&$ro%3)}
zd2ZRu^UET|U@$78?nbLfbC*Z_O6d-3Y2I4a-YxelWuoJy-MQW9O}phT8jja^p|#y8
z)lFAXP`Y+%DIR~W7^-YEk{UrN;|};p_<Pp;gSP8>O>L>|I*EFgw#!p*YR^@6s;8kA
z)^2UpIO?v{bW20^hP8mCvf7eUNP@Q%N&w3>C3hme4|HAUSkq}biv_z>YD-le!L2aE
z*DCw9+3I_{^y%ojU7BUKnPnBPB`K(3hSTc?k?J}Sy*1AMUS57P`ESatXUaWMOQ$TY
zzo{+@YgDf1Y<jH^)Ujv*)~u}ElA6nXWtzFKO=??ZFQ~Oq^$@C-g(B#_j*nH{v$IQ{
zO`~OJCnM32SqIT<eR!yucE=!z)q2@Nl!z=q1dbcyf+|s<nN@iA@E1kO${TAwmHQ*L
zCZyVI`)Btf+i8@Yxp-U!x7B`>e5-YnD|V0)%}%q2>{U3vY^PvMtj$90ABrA+Yko<!
z%Zhy+qo}oC^s@VRq_}+5HO=)=w@!;18)<=SakYB&f~mz*sq*7#G_Lfr;+DRhjjOo{
zp*exf?Fr2b`?t2WCW3a}i#N#JDe0|+6jw)XjT-uQsHzt7Q&CX=08vFl64HWHM@Uf5
zw5^h-M(F)1r>_?#YwI-jl+%{Gh1G5l)on!umWrL~<v9AiKx$lUyuVpN#HqrU6jjuC
z@qUQ-ljesydFRajQ|V^(Zke%ZXRkFBI;~dAt?K0UqSdIV?GDzm4e`5E^;c#p!`77=
zX6b3m$gX$u7HL&OUuua#>&6P2*+slrt(H>epSlY5bcRwkRpDErWm<|yI%G+*hd>*)
zD$1;h&L%Hux>3t785kH@_GoQQ?1kLdYx9<G?rXAh!AHC;op)Mr$Ci3Va=`7f4wii|
zl2T`rlv#sD50FJPl?KK-r1ibuS+jG|+TP*IJJpX=>Pt4Azy4QGWUsg1LNx%h*DBLN
zRK*=b$xD@0h(kh|;)T2Qr6562(!7qM<|j9KDS5Q~PU&Zyue|CTjk>1IceD*Us_j2Q
zi#2t*$LQ_JqH(f|nral=$P7H8PRo<hP_@hCPa^cE!nKoK-S523psA<T*SjONHyuFD
z29mbWnq=NhEjv!uUTa!))h@NfIJc`(r_Z34nH?)C$Nnj~k<VLxndR-v;jOBjRYQ2M
zzdw1oX-fsaT(W79&8@3y*;;9Cw8*8Zbv1}xTMdw0qeFhXeJVqrW^5X-B(1k=xQ<z~
z*=9~6Z<&N0LM+i}_~jm~-4}*TRAf^)-yjqUDk!Qg)F>28K`j*J$uA#kwA!ZD;;vRw
zw*8+w6?}R<Sudh*##2l#Yn8kk2`6xAxhq?RM5B(`W2kk#NuxOlR_ZEnMRe84HP=45
z9q_W|hvhQtm-|gMMU+-rt@?J{)xz6tp{%}Ksl)YEHP>o-q^0V#)UD9it*KJmedh$a
z+E;|??}ff(YcGnuGtNtHxU*2{N;~F@sWwW>jozN(+ZH-{3Tn%HO^RV>MJ37lcbs|G
z?iB2{-EBj)4XdR=&Bay8JrB)`XD>B(IdnB0-<UStC8ouDm5*Gg7eR7WB|X;RMCBE_
zzM75Z8N5{1I4P={sbK|cK$ez5u-fm84qjGsPWj2*Bd4{M_gh=;m&+|8QA2HJ#_iI~
zY7<dNE+3maa#AUkPWoS}O_jz_-81zIP+`8aRT$;+V7j(rNhh}fVW(SPGIAcNBOI%D
zj*$~SXu8T6$s{0}hgI8-%|qvS1jX$PYc1Oq0PL(7ZO(4hf!VV6wShC}>ug(rHE!Ij
zWg%i-0v7b#dlu;t<B}-#stjQw{b8a+NKi1MpfpK8OlnSITlrz6b*8MiQBYU4N2G6|
z6qU6t(yjM?Tt0@a?=81FZjY8zNkP)u$$q6NAcYWoSij1CKY0*B6>{a97T#cCOGQ4U
zbk*2xS(GJKWI0b&PpI(<Wo<mb%Ys4Fp9((;+|bk9$kw{2otj#i{Xbn`uW6R9_p2@W
z%e}_3^+Xz~ucEeG?nzZKqjtB{r@8{)tysrZI-P7OuVZton_4^JXOr~TOD`=gF3`EG
zXzkRt-8Lw+vq)Xe-(2d@q|#g8qNk=xZO>FXrmgNi{YscZl$QRa`!r;Ixis1y%z76^
z<fNQSn2VA%!$hOo9LOA1V4G#0ypM38C}MA};NVhjh!~{$<f<g@n~Q07MApzY-)$?h
zU5I@dy5Y8mvfG)I!>gJ}yLWAqkGdU6wS|MY;+hqi7VKkTkTZuMu@y+}@`B~Ma{AMu
zJ|46Ngyn79n3{bRHu@UI?eA(Uou^M+Ztm9KE>&+DTV++lscHF|zJ^++T}ex8VYNEr
zpw5owFEIWq>i#S2wks{7`Elg!ZR1BXbGx^s>FVvT+UhOz3Di{;nweBedYS4)uC<1k
zO>-f?m8NYJ>so<#4Zre6&+)Hs<zGHs)K@J4+O+Yvy{6G`r@pOiS~X?ptTl2~Ww|UZ
z=e}tvsWf#7^ouL`V4$Qc+q&zTJhA1C)~<(8^DjnFS6eC3acPQ+{ko3hP}_8$KkHK3
zDj!YF<RLA(61M3S91JbQ$}%a{J9x=8RThcf7lgZ8m8H!SBMzdaf|*u95}n&MTP7$t
zbXB`k6;`4tCOO;?0~d1W*(cX!w84+I7uc4^Y}ea1o!I5`ZQe*UTWEVfX#jPL13F1H
zivA`QcBh9)SlN+ILPUtBqR6-wZVY@gN^-N1{DP;~+{U%&v{;=^lfPHp?snSilhp~P
zq6YTz{$9Sesg%+*szp>PhJmV4QtMRBm2|d{j{@_*nRQ<qx*?qn$ejtR?sXbdR$H|#
z-m?1Um$B0|(QLX}DCx@TH4~^ntwrX(rk%%X7*fTitp%Q<*i?^)j%IVG;)_^w2bbK(
z)prVhU$0Ev)p4e>Sgba-*bdz3t!c8cb)~hm`>Uy^tb3_98mpU6(@@m3^&81~#}Vs|
z70a$fd=_a9MSZB$_nS?tQ(dfdb@!cDQTfGHMO7;oV{f9SV^3IVRrICW$NCzeT8dQb
zuB^7m^zv_4J&`csd8ZDpy{ETY9cy*EE6U7Aifa&r?46i>RpW)yY;*Qakua1DL<&I?
z7{(1%?FO5EvKY3oqvLiv=#MVW@s8S?_w21JF5ykn2MQ<;pc{dvAYx;kN~GLmrJf?1
ziYBA=-2ogTQW}Hd`{5%<=#Eb4_BpG{oey@_cNAWqyWFpOe^2UXTzm7H#Wzb&bE&4T
zO3`hhc7~B^q<7In?X4}iusY8x{vr8QZyy%-epTqJZ5ExjY7I-FEjCIz8Z<L)w<}cG
zwA!j(Vv?M+gi=%7E)|b0ri*9+4kaBOIO$i!Yn<rkUWetLp!iwUmrAPzO-7-rxYk(p
zI&_(?qj7YUlna}sO`+v5#ceg+x|%g~I3HhI)Xps_QawYXxqoZ6v7qnz_eklh*D|d7
zb4Q!zp}1OY^_QBfr6rnx)w<R3RHopTs}#4C)lDnS71PuOwqZbV?iTx(wB0|u<>gbA
zl(@-pvR2he>d8B|WRsFjM$R6_ygJ^ff<{2-poxGE2r0M*{PLEX`}BCT_R9%x>_W}7
z6twM~mbux*$s4uhpcpR?wL3vuW!ra=kT*<8Sq#jhmePzJOG+lOnky{W&c!5%cE%o2
za~tsMxad6rs`a}Z)u+BYq_o}NQPo+_i+0+IntL?^_X?(1xQ$a@QnOD^@22ADI(mSS
znH>AmdOufdDu<~wewEaks;-#`a;BS3Sgv>4h8uXOHmBLPQ&l+17Nn^tQqq8>B%~A4
zW4E=x6gqdEeBb6L!s;}2U5=Mgv&`)bbwf91s+d8dvEN&+RW+Q@wx+32%`J0uUZu(9
ztth8csZXe+r(k?I{50ubh5a|oYyHcZ^fv=^{*OIbUwojZ({$9d7UwQ42Ah4`ja@n!
zVRt90D{AWMsoPvqp$w&9lbkTx#m{QNKPB){dv!f5RE4n^c8$_2*vU0P4fCxC+|AMi
z#EYm2x!iOnCuATQ`kem&b9x-?k89WMvh!dneID4{D~qPp+U3;VURFhGa`3lME5bEJ
zjqxNhZw0`;jcT*#vbcglx~fPD;F3l<oB`CDJ6Gu1hAB06mDHM2uB8iho|{rxE_NsC
z8*NETt}?~enw8gEZAuARn?llsDIr8C#~9~r@<@)|^BYHb%<Y_xI&1ie>rEN2syR+{
zHlnd=<7XPip664h?ljk?npM@^J^5`v%-h_krgdvwp6v)}<*l_gu(Y79GqSmF_;zyB
zQ1bUlY7JMZxrsrkuli=qdbv?s>ool(4Ys!FZ(_OHB+=Jtn#$AiihIy?F4iHyw$;@J
z0NChlPBK2zg1D~6>%%#kRpKEWi*?*8l8qfWL{2H3sjNhfib*a8P@p(mg)a6$N0;P1
z53bvnZ2Lsne#PY@ueh5LoD_kshtg58te!TSh>Uzxi0K7fvRT>>-Mozy+bUoa$GAG3
zkdWmkAP=6y01OfP#t515+hTZqLU!|=!21~PI|$#*@ttbj5mja8j;7_cnJ?X|tvd4a
zq3ucjq*dJNsC5NRiiJ2WvMMVbWuXJ1w5`$sN&q}<9Zm3)@e!l6?aNi_E?iX5SZwq)
z7dxG5Z~9KPR5UcLmuf0rqM*N3*P*ss3R|F3l_4o4fCe+=ZU{EvAM0}QtdA<1YDXgV
z>t>6+Dxg738zSLU)mXwRCSBCZV*!p*h;Il5b9+6S?E+A4GecQdO!5|khfS_`un;n{
zQSd4<GUakIkK-CSYQ-W0X9{-Cl}R%sl8WzkWfKRTBoJVD?Z0h~Oo@-Y0y7I^xPzJZ
z&eO5MBXN_N#}Jd|HXz1#+d21vBW~S@F}%lbJ@)f6f}Cb{99`=Q@)a1IZhV|~6WI1W
z#sI+WHI!5pcPfNZQ8490?kGYKFcN3#TFD4)w30fOvXr6(k-rsIdnLm8QS#Ibslt+y
z^U5U@^yyhJx116HfJjISTF5;KR%3L3<ZfTt`#)Ix2^}e^xYVUN->cE3Xs8MLkje~0
zkGU?YHR>8*IAf-MIntrFTCExu)aAzHv^!p;!<7LcOIxKfnk#x$3Ib=TV5GPLo_R=R
zAq{G+MXIay3!~QlqKT#TQ_(bKw48wB$`D?3C+Q1NfE1vFASpo5UoZC?^-s)KI66?3
zCZ3%V7^guZLJ>Jquokt2Ek!8>T`5RSn3%!NWZ-wth}<6s^xaN>c6>h1e;)daINQOU
z`)#&6NQ~{V94Q}s$oD4)&#;|@$ABRKZgz|efH9Mtna*;4{g^vXVcg@sbD25tL_rZU
zr^n6*zwhU*S5nv4P^g+J+PXlm;xzRyQ<Y#3sIs&b4W!9C4%}pHYm4d|^eb0KcBd)m
zG}lTds#-D#l@`*=&a3K=t<{(j5g_5;W3<2k`;7gFGIKqEJGsQ~J%P^I$T>0J*g+C_
z2c2>Ar@N+jcX98>PMECdUo?$${%59FM6!ZDV$W0Q!m>$jiNj4yguqDpl<A3%pW)&m
zV$xR(+Vw}tEH(+Jy)o(iWPb|l2&G{r5~B^J<CKgj$-vAW)7nShA|`PYBklxnOk)B>
zh>Q&R-T)Z@kF;>}=g(er*YO|K-}3LQ(yKyh7Em3hW}4)|M_;XOscGb>f9eQyvh%ql
z5YtP_Ou!OxYN|TQB?jv$Dk&URLv>W|FtsKDke3jJ!Ib1kgCu}>f}XOniNft2O+_oQ
z9;G|3GN>Jj+EP?RDE|Ox=3{*1>}#Du%2LzSOx!7;rF7Q{R%#n{G6)Vhls8c1%tx&R
zNx=Z{r$0V^I`Q}7Kw$mz8-tOYfC(U+ZJC3(Ho?d{MBvFMAdS>NQ^szMMW*XQ6L!+H
z?HD0-HdmKN(|`v>7%d@09;5wjLd3^VFi#N+MvJ)w3JpP1Yk7TSv3I6Q(voHpYFhbv
zR)nc3>RazD0J93g;(B@M%ZKC6fu9~7-8lT~2PQM%=Q%qWorieI?0m>`J-*%XB;=Eb
z%y`~6%%0G9u-JawyM5xFWlBrd>c-YOQzS@yvXv;N2}4SJbtrW86C)U`w^!TBQ(Z+>
zMpU8_YFKrkvM_x$IFzN#1$36mf}oH{f<f{3XPAD@eiZwDT)g$;fvP}rzw42=c!A(X
zFaW`hJ<X(l;HH@W0M&ZS{{XDoZago)f==TbN$)>-2YAN(d%s9CI!jBQsGU1xG1Ii$
zX^d~hQ&k9=j3+kkN*KrwQ0N2m<*!=nPejC&TH?DwGVcjtScvKYfEU6X#5(*d%lhkA
zUtZKV`+Ie2qot$0U1?I?5mhpsX^Pj`N}hBnPOVEre_Smsl__905_(3sQk1oID3uiw
zr72RPR8Q1Oq{$?bN#8j$BO%sD{{TDnPX7S#lJ^h~{{1S1Z|#wRj;Za&HJzd&PT&k;
zP7iV7cib2h{Bgq|A%Vzemn?t}cf1E&jdLx_kEE9m03U8j{5^edp1ickhdO3KoP+1F
z6XfkU0zrWpgTXkN7$#%MGb3)m#GH(Gjv>c*-1)|F9@(9aGG}fSh>tzvc^$SHIKY7z
zk_1mI0B3;r4l&4iYvLn=Xc(&~4-XH1fE>Qy;ip|AfM<BX2Y%yVHyaWDGI(B0cK0wa
zuJI>wW_AO<QS*!unamty<|71<dPXF8W@LjW->1K{0An4ze`|9BJO?^}2OgjW_>Oqz
z-%*_dIKbdTBhv%Sc=6^v`KEkin1kG4<j(PuFfehz4}Qb%wD#<C5OFYOID&B*><Rrn
zgy0;;Bin$)08H*Tf=0v;A_$C#AorNaal--`?;K+RsAra(#4s4o3<F+#M@=;jS<{BS
z`5t^TfE;Xd8-PZ3F`4s>p3w$bjj(6j_Qt|C`$Rw<O6oD#9D%VBiID?-!)cT4!s<SJ
z9rlUeCNtm2$tEF@&UE9$I1vm75#jM3In$Lj5y*$nuI_!ojziZ$rb);VxiE8+9rLi9
z_w&Qfe$r%jI3y3&0TKGd7)c+YI~mBp8~%WSjf9h)9G`Eo?}$EU0Fxg{h&)Fu_4)AP
zIS}KK5FBvG@&KP697n`4ff3Mj$G@LSa&RZH6P!eN$jHVg&LTk@7#m01AOV5^1OYws
zB*tMRjGRP!#2tj^^!`RjA<RJUk>m}|Nx_qe#0}s`2fTG1N5cX-Yp%Kv9OH(x@W(8O
z2Ob0S0q^naKAxreM-ufj?$f%0N?c*b8gOL)01JpIP=g12eJ3~^WR2>VDo~a$mijBp
zKfr2TY%_ChGY8VHYo$_@kpaXnsG$IuPH{QyGvl@h>_#@7v)i`|ZpUrs&)>udC%1XQ
zoR1xIpyWUYO*mvTrbB>^M_zfT3=T3m*Gzy1!%pzjIs7XyHk%F4>a$(GLGuLA--;>9
zlyVbKTEJ5)`hiPnaVc7XY$$@I5oWkqZkDq(v`;eGj+fG&x_1V_O;n?)rKHGE0ew)R
z^oiorF_ZfD_824g17qzxUTyk@?`(uq)vZ+j0K%$Dlk*g6Nd$DNo#Ie|9XUrru$Vtc
z96)Lq$6RZSj+$%7t^-`-7^(Zdc=r!J?11pAKYj7w<2}UBc*YFka9|zwFfl2|(gb$)
z#7vA}NQ|`Hbj{Qga<@5Wt5HAamVi}ARABWkf!7LB45)unR-y>Wi4xz^b#8*~madZf
zOp(;TlX14{o5}wGeWP*DRVu=8g*ae{z>ym3;jb+;58Ky>)Mth<&z~%Z4LJ8?HS1Wk
zjiwIA_7F}WPWgej8%GLcj?*~r{=j?q&ymL5X~j136x)eW3T<gp97#Dck^+)of<ZF}
zJB}fkK1O%n2O>zp>GR(^<b%)0<@4~V=Z+!A-KIV|jz_+tCv!N@w8`&@GXTt)B#;E~
zrzGY`7#YL>B1Yym_VIwH$-(SSHZh!z=W*HufdmJzKIi;r1a2pPvA~yxx(0Oc&mrN|
zc>C%xkC1g9S<eod@#~&d7JmLRGBN$$!)WiqkrGZnySDiLdma~UyWsDR#BC&C3EXWv
zaa}`fxLlN^(Na4907z1nq=1Hy00;WVTq$X=1PD^o0!)FD^XK+!&Zi$}55pga-&924
zV_*+%(~o%=>e$KNGZScW)upzZTdpj^P})kCwLmZeQz|eC00SaUIKPX1mVqw*Yj9mn
zQ)&S;7Os~O)D&e7*Q_d@B0|#7T7U`z3QD+?_MoT~=8oS>OKYSmLW*gd>Z)+J(onan
z9V&Ti>OgQUwK5X06ojXuczOE=UhmsZ?0y<!hc5sQoT@*_zE!$<i^W?sEIwz@LXlH&
zE#!qJkqaFmP!feL&_b4l6naHVZYOTm+C-%`TXAjV7SHB41^mTPS_xNEOeC6C0*Ogd
zLLKW!Evu=rLB~|0qExa}r4m%4N{J+br4nSx%%~HYGEUGF`i;hC5eI#NCnvG)U_+P3
z9Qu2>anL^MW8cH>?(Y4Zt7|K(E8Q<v)IU<`DjiQarC@;|0!Tt&Y>*NoVcL>+&NmyF
z$rFf(9lU$+rYC$7d=g05Nx=p;%uL2X4(GAkv`mt7h>^75fgg9;IL5p@{Hc)c_l7jn
zJbvH8nEi%Gob3`em>xI!K?HDMjn48Ue|JuM0TKp5@x&mV_9XTI<o1#z2<^VdVt4@^
zJI`#-z9fkt0s)NgnK^*(^XI^PDe(B`?x&oOCOn*Z#GkPeFh<-d@e?rz0y1}<v5;rm
zCx984*v4ZJGdZ1r#&ZTI1c2`&Cop>gNFq#cwCBFW7<;?v_w?77pND`{K)^Yf-}!+m
zksEjOjuF~P-Y{T)7T&|Tm=a)+dmu!3K1kcNjO2H~&e90NBpjXhz>WUna~bwebHbX2
zcyafS4!91#FA9jC(2PtRoDm!E5ho=-$&)f?eTQ%}w_<TKG7d0fhzy?O$&=)MlZY83
z9yc5W5;3+1dD}A^co`pQ22|sqfN6~bTy*LCDlEa@-eAf5<Uk;A+w|d1B*55sgNca5
z{+q;3+%G@4CM1&wBRKn=_5>1mVnm#OaDq<bzR?|`d_tf!<N>ctamOt69d+f5W|nr&
z0mozH81oZ3!2_{|1VNuW%%^YHbFmxmyz!A}-8oULwSJY-6mO=Qt5s?{9-F18aRtVh
zsJ-0jt!&gSuu`WI+m$JCNJ_yeNlH~DD~^KmAMoqAXf9vsy>7=fsjqKoEjM`7l{S@V
zr){aKr?Sw$aH(aRh}9PYhYdYDy$f9cNgx80i9BO7ca67hJ&ul=lOrdRrUI};TRmU5
z6DmYQDmHAgNEfv^NxtCe6CxwMx>E>ky`SteYP(W^x$cV&(^h^8%}C2!Z<CgSU<?RW
zYd<#YX<0@t->6oN)mT!ELE@lNfp<65Os4RTpXG-#^=-fNT`SAYaj9*9y5HtHdr9A~
zG(AkHq2!9Ybp=g7TT2BFq`UMP3IK@X(jN!hkkg#Z=S}xQ^J7n41vP_3-LI8eezEJe
zowz3DOL)^%6zo<encIEQj)pG|zNSl!ElElisYo-?KZ8zUa`#F6Jo4*J>Rn-_wAP?6
z>It>qZ<hN#b#vF9VSTK&3Oaj})XvvES4jH}Q@2Jc6ywb;gb!J_8%7<Wtd>n<@kQ||
z%qvc}xak@zZ9apt+Vw7)dd}rVW3^gVgkNc?o4s2vcDly}W}HiciThQ0oOF_^Hy&=C
zOliA^Y7*;{Xi)1jJ-XHzo8+SIG?aXq)LA*kFwIsXiKUSBlDiirQJ|eflOfDNI224B
zwPJcKZ06WU(XVL>-LY5e0J%U$znju(-F<s(>T~GIQBm>kc6o4LQ!QT%i}JQ9B2Nkt
ziz7ZQnmKa1L~x=T;6c|P7GDXxqtRAAS~<%tHs+hWYaVQAodoh#f7DlYU#HYmH<H{n
zd%Ijz*+p#?FI&whEeUZzbpjBsp=!I}(^^|l>J>7#{{SSh-0r_Fi1i*_4I9--VLe2o
zxayk?pcB$uQb9c=tB)XaI+EFTdrM!nKEJ<K>Hb>Y?b^1U>#LQebnOGT%PNaD>&<)i
zn?;hDmdczjl{ZgkVdtt!7f8rrouuJ4-w=GCyj&J*xzWpdyM(&OOPs>etEfOKc~4U`
z%XeewG?KT0rfCf_*i)$ur81s5#^AdoE-1@wn5ivyD+HvfkDqSHyC{r<mZ}3`dgT*1
zQ+2aMhbJx*Du4hWASDg(-)|c$*rn~Z7ke<WqGHm%5wm0BTU+W|*8RM|*4#Y9b>-4)
z4wJ~oDwa}lbyGq(hHWG$sw+Q3BvDPj@I3oXd^2+TiN_m7UA@g_iq;$<4=`QVx}vGI
zI?Bj#khULb!RsLg3=jxBV?4Mw+pom`0L6Vykh@waiksyNZd|Tb%8T8-*P753miiS6
zN-M3cRjkrosOr^L%{|)I`q52OL-UAv;PtmnYYu918<&=)-}OEJ06;F^Tj)5=GqhH%
zNmF!P9ZR>0CoR-eRQ1<aT&1`vR~lOTT3THNWk9b@O9rh^IpwPd;y=pGH?Ot5&rfK3
z{-2`P3A9jMFLvhW(q2u5k-KHCqLSHDbx^a@(o%}nX;y3MoNku6wFanOLYGI9#(QSv
zR{fobwkH=-<U#3*lI$Cc2Ftj)q9+z^4jn8)zc~S#=@6;4-XegB)<}gpgqZv{r8R>Y
zYWhA}S1H`ZlVeNAgXJS%EE1E*!EBE9uw#!JqeCI=pI=^XF-He<{SYZudXZNuP19B9
zyLs8mjbW~NrO3TOb=5jf@ZT&o8g&)u+GuMm=u#N2u-qJ`ptSyFsA?E~uD-$&^A{WC
zQDT+qK;2n!m&JdeZ(7d2>(tP6vrj!qqogWC!kjIdnu0w?7Ya&UNKzRpLr*4=Dgj5x
zytn7KD*2@QOz16ZYr0&VmniJctyb&(N)yyq=~(Mh&3np2ZMe5m+b=cH+vy8&RP{(_
z(Uw=m!L_MqN><NDQjjIJCC;Tbq!Ls_0D6H^ftJ({^^l!Acuic(k~$)3vayLlwq3J$
z{{T`L)lyC4)!r&)lI+nFcCHpvRLGKI1>M}qL`P3fZF=IkrSG|Wc3J!!UeM&@pHH!j
zop~qg-o=Dx0UXuj+NulZ=r@aKl1e6Zh=ZN}(ZVVLQ3U6d)Kw0J{S6#?Nstan0ctX*
zB_t(DBq2mdM^+CizAZihFS@e+=D*~93w4$EF#GzSNmbm~rY_d?`o`~Pth&@R%PqXp
zo?UevO<G%JOt$4HLn>QM_q&l?tI~YSdi_a$xn3x0?M+ft(^J}?p<z$cRH??6^4C{E
zaO(6NX((DyhTy)*3Z9^B_pJhS-#DJpmO6U<K}T!2+8=QaGUZJ}_KK<-ZN|O2^jnP@
zl};(EoTRF8h0&$f%m*pUok+#44W`K17Za7>oB~f;GcvE4x=7}ae9%EL?A(AIAW#Zr
zlQL%_iK?1|yhQ*2;5JX(uqPqysf(3~p4wLxz}6eIiF$!&QB>|1BY|PQgTGUJRGB+6
z2U)9@<}zd}rputOW`B(?V{)UIJfyoZW9BZHtkV}drWI33Pg4C2V|7&MDN3ECtF~5G
zQa*&K#Gz_s<%GE?Q0q#PHV?wZg7JUn$1hW8^-yg$#xK_@gnFrMt6it6wymd@%7T(B
zS!GlWp?}pn?Lr%VDVFM!)Gv=sF>lmd==f~4S5PXiOxpRt{)N=F)i&poXsu%VthCL)
z<q=Zj&r#PgQ%R?9%S|;kRZ`73eQSBf!E}2b>7)5!$;}U~^+uHCu8y;!$E0u9TDG+I
zmb6=|t5~&AR9y>5sG^}m%Bu^fDx;}%yYi2yQ~&}AJ$)^<W!JJ{L1<E~J$c2+wIXd)
z1emi}&lZVH<|C7;u!^afH%YfK#7YX3r&n~qVc4m90u06VwsmY9`LI}<9y|o3diP2y
znr`D~C1o?b_YCGOqgE&ts-|-ktKe*kOQ_iDCW2s7Zew+CsVYcEQE^I2P!ZHtrIHeq
zp()8)j07YOvQ#2W&V9-oHJepj>nimwpt90iZI?t^sw~$>sadSAxdbY+&~^HUns(ll
zC5n>cT}iB|ZkDkgkfmwmtI}Tpe+#_*__5_SlK6?`FE6=Ka?`qwj{NmHIf1V=BbQoh
zjf&#crly6vR+#0z{{Zr3yKqg;hK{PSYks6#UAZjLTkEY#e*xt+j`hjUieHOPT<XE5
z-PW3KR%yz+h_qCy>0o8eX4UIewM}HMdY;u&>eJHJGfh<4qorEQKAEJaT^p>mr(tcl
z^%&izmT*GITWA!0n9<Wm4uNDQnM23}lBMfF*sUBqM1o~Lw)mI;nJAeo8(|K%Z+LBY
zW|pffn%BIhX60uBV%B)lT#>No#M_SMSg9hbgF~k@;L;4t$;>k~7HE>`ri_BiB<VJ;
zHFe(4L1*~7(6;R%b^M~isI(<zvZkWIq}0(i^*O%WYisTF^+DQds_HlC=v#Gdu=N6v
zNvdY8kzGvn{{Z8L+gVG<TlMvwNp-rlqwiXN>uyE*lFU5^E}Ev2#|^b*w%X~7G}Jfa
zN|RGZTU_lWIt4{j&$(9hPC?GCTc*G9qxeFgc`Z;@>Meg;rEb5Fn_WfGs%>Fir*!RY
z(x#53)?Q^zQC8F?hlon6R)=Yws#^{EBeP!~Uxr4CvwRiv&sL*YYHO>MoUprUt5vZz
z_R1AMbkp>$>q{~nQms^q4E0$PO;bYMO>IrZPKru4YM*(!NAvQ{Clf8QIR@ya&5M@t
z>94xo1)nO58=c&1#T9a*1U?mLWRnfUq)o$=yQKgyhSb`|*ETt_Sno-#jO_{B=hFL@
zTIF$NF}K)Br(?vqxi)!dJA)CAjF1@E)FQ5V0xGaB+3SYMr`sk9r`QnQ2GP0~;%i&!
z9U-c;ufoSPbq#}9T6EpQ!>VnXlap-e%KK&hfmJkDnqzzBb+b|;(uP=d<5gFtDUd0}
z6X^=4y4l^hbD!ZemdVllvFCk<S5Qztu6bw7O?{)P(p^=>RyyrFrtK!O-rKJ>%{z|K
zUSGRV)w<mxTBvrF)`Fj;OI&?G{0Mwr=nh+a3H&i=>!qt*YDaZ0jIi?ZqW7jW2D81=
z*!4Ozb1m0X-6$+pOYKWm+jA5l$L}=m)!ERRiYDK#r&VP)sl(1h@@q+I-e>+S4C;#>
zv(vXOSy$?wZF1_)s;ka}xzI0CFH+u7U8rmn&eJ<s{Y!SL8h0t)sD6zF+q)=T$>dq<
zZPo-FI&BHGxTRylA+t9zY67jA$&t(7QMp%wDNboA6OmGsWJ+blsZbylW0>SPc1e#d
z+g_cQedV<1*^R8lL|pM!oF(OKTP<T_8^A9ZrSP<MzE^7tqpZ$FM(ePKeyf5e2X022
ztyD=xM9XL__A(EHF&lTB;(uI?_%I<PgENWDNX#7IsUYq_P{^JX;zV|VKHK&?Y;tg8
z26&`-YfViMLW)C+c?uAd)}KX72|YlV3Q869k(4BLl$9k~80Xw54;-B`e=S0j<-MA=
z-M1MnXr_{CAZG=2b6GavCR}8vyl*HQMK#AKAa1o%aE?!d2<{?n(kM7g+VfO$XO-H{
zrFGhiMcL}>+*ozXl{z1_T-Nui>k5N(v_C;`H7&fN<5eQ0zQT;M>vBQcc6vH$3wsn)
zje1m+i43yYD_Keslt)vJDNZ`Ie;bavwY=+!ac-?{D5+F&xH<7Y{{Xkza3(W27dj{n
z9Es~7&U+*r36p|%8^Jq{DjmIg;kqr?cIm@*=KkkFX9}u{8~7=^6wY%IE#N6YM1?Lu
z3Io6^BS{1jQ0k<DDX6FiYM~M#4xkir8|EkhkBo?b7)OZXQP#9z%;5Lj2tCf{?nocu
z3`vL*B+qyyLt=lN;0?|=Wl{XQW<j0CKH@M>eDMhfV}JoUKYYO3zW)GeJX?SV9DoO2
zBhMVN8RQ)PKb`l_LCAn-I1b>@M_xG|UwtW=6PWNu!bE`}VB<Rp#^;mYiW5sM@<HUM
z`lj9HJ8N8|bh`31BHK(8)hZ0UsYvM^1QMA@Jz+ivleitHF#-rOb1);oJagyq8`ADw
z`7LMEbnL0uw5GAQyHe|DQoRdZ+K#f``Eh$T((VehhcOFyQ;wm~l%1Qg_lYptMXI`j
z07JZT%rZC*(n2}pdO04wtC9c*F~AQR#P4Jd;@6i<fIG!OCGm{?R?bjzeLv7h!=7Ag
zhb1Ot8Qh70e`o^+ND^XTPTXI#o$cK-s&w9>WdTmuZ}yAR2~tS~`&Gi8xxS#3sHq;K
zDe6j6N{|W@1wip-`)wz0113b7{o@d4egb2$B>l58XEOwd`$YMV(4~?h=_-nV22Etn
zl7$e^#89F`0Q1zMAzap(%$dlcG%*fSlz;OSz+fG83<w8K`udmCx`KyMSuGdaWkYpV
z`?b1~<3~`^x{&h~Y$4{Bl3Q$^w5%WZv=U}p9AykYClWWo-awyXL<uu83`CI}tM~`!
zs_X6V@`F%RIqTWja<@xWuPqyTo^38#O2R&u8hQ0SP3kBmXe(_BD=9+yg3E&gvG<7s
zInQrsp7V}BH!o{Z-J@{GLb@S@s46NmTtfwP#X%D`T%-A-CQk)Wq4|oG<PrL{)Q~dh
z&Biu-h=3U60<NDlmnZ-#nY;~=ApZcIK`FG(123j`w8TVr+(cyT6aKM@<Bz|H2g5S$
zRqN+QgtJAm;;=QXy4OJZg(Yf~2j{LPoi0<f#YtLGROxP=DRhOcPAx`y+fMWVW(*DT
z4#)NxgBSqG997(HcAZ6Qs<U3`Y3_Ea_Pq+)3bggp)Uu@lrrt!sN{Ah4m{96L`biv9
z**AQJiE%WWXS|{yJ%o!eHt8QRIg8sMU=iKz3xH7rkLD~w4tIBeeOwT&t{BBwFS<oB
zzS&_6nFj^@#S6qlqp4Ic`NR<c<TdkI$nS=pXLIi8mNccI%3BL6a9lM_$ttI_(*{jC
zU1f@g02P&==S)pCH>l%ibJlSo2wxvax*tGUxoyi`Kg(@5O-oN_vDxV@wJx(qPfJmJ
zs%n?ft+-vPDcf$QtydQo>fUAd*3fB4U;u_2DamYBYd)X1vu(0lC~Y(>B`I!}-$=zH
zAR#G8QEr_LA!|J&t;GVh87n1RUj}eyBN>oE5s+kd+uQFq-J<P!cKULPNt4*{?3OaE
z7&lbLSn6m6UE_e<?UgA*36z9QB*4bOOe4KtdlEU_g5CcBv1J~$kd|(nSvTz!J4Kgh
znu4gXA<-}@Mhd6|QOjXa#CCL&6~N_5A`**`8i!iG?yu2Wv5H41G&s}L+D`7mY7<p?
zv|JjxDPNd_O-)EEC<PrgI-8?P(9#y!T9?#^UDel{KPJ8y`RM-uH81!2`%Py$DD_<v
z>8thY=|#q-`(VA?+@`0aX>YdA&ber1l!hKGCbFr=o^F}4TG=%hi~g8RRmV-WLsMGg
zDR1QNPCDHK$@z+RT~gH4Ee{4+ai&(4HlI;w4=>XSJbPE0e}XqSej;=(j^?Jk_=?eV
z)(tyouhh20XwFy~I(8}V6t>rD?E(AOFt1hh?~A3ei+XR5e5Da(BE8Kt+$oh`Z406q
z<M$3ODUYL&vkaDxpKlh6)!e)6BhxUsBX+E02$E~c0uNR@fJwOys_CPUCgFOr=JdF;
zEX|47s86DMn{BpC*R?EZ8?quoLK(5zTnPi04y7YjO~PesW=N|Hhu15WMJC5pLBgw-
zo8K3D@0d4ERa;fa)31?ne*XY(uDI$QFKN^^rK3)wj^fkpH*`xhl?*hxw<xM#SPiz_
z9Xjfrd8%^S-Pk%$lA1r7e4^#bxy5a}>ubekm(zFqpY)4TU)-vty;oW&YO85|dK--s
z-kmGw<&{qQ-UUplZ>jo)Jo}qU<;~7hTJ4UTk1%vH7)4|HadeF8i&a~zy;C5!Q>R;E
zo}tRxo4ZOLgSOOCs^S))h0>+c6UU4G3ia1G`L9E-E!xvoUhQ_BB~xdmw~A{GzK)^S
zE{5vmO*0oOy`lPq{Iiq_ebk?rt7qp~L!T(XrDe>unsXy&J8;3dZG^2kWL}<ORUWmO
zep!_a$uwKKYRxrP7K)~jC{+6-$W_Q=2}6%o%gSv0`*(t4aZCQ|&bHNNy|>!f>`}Mo
ztUGaQA-WUGy^@NQop{BEw%R#(EtGO+t{g7GbkPNkx*_ULS@Xk{`k!0sPDtpMZj`rP
zR?t6gsiby^wruTN^wo71n_WGsuvXMRQr!(hw6v)%w8>L_E_Eo0IA<z(4Xv~%J~^|^
zJI=47yXmcXFF%r4Sg5)=Rc$vNK}UC``L=4=MFT>DlAUxde50=YE}oKvbq+LMwQH4s
z1svO@=AB{InuY#s+I5Wu!KAxxxZDHGT(s5V==&kVXrys(+!tqgN~)-7)hYXnzck=2
z(+scTQiquT0217q()8S)(ig#Qyxpw&rOLa-*2AWstF?TU$)+jSPg{3wFVeVco4A^a
zdb)-lZK_4nrl>vFPf}QbO~XNkdU%^Q_>XHFA#z*^wK72Ey4|F?h@+*OoTg4iq4xl)
zrgQ3E)I%l;MK5!@jF=_)Zy|YY+tL2ym%6R3m2Anx%1*{ANs(LGX*g{V#!V$sb!^SH
z1x%wiZO||kQEF8`ByFwnUC+y>AhZPzq0=-rJI<rH>MA=+R@>33cAlQz^%Z?hRmti~
z3hD~gw$rrql*v+GLqXcc(zSIdw5tZzT%Xq87CfZUkL!JHWzqC^fv5G=y49z&bzNbj
zO?`#6Hr0Ja(^Mj&qO`YhxGf50Oi|LaTAD@D*S$oGl}72%Je1MazFla&H>|W?l)v6>
zntH&S^6xf#cA!I=f|lIMZZ!?La%#0O)pDvuDwtAQZN7xlC8k0UonN7TCyu!14zlEq
zjpf@+t3Ww*q5SRrLd7k=<aF)Pn-xVvR%WcNmMGeJ#u}ugr>|Se4lsa*m=8R~wkc&=
zvN5c-1U$v4@$96X-ryq&0~#tO*_wzpkX3Y2Ob?S2vK7}kP9RVaGJ#n|;K`)K@+j@<
z<z2mxwn#V&LetokY3|id7f~9oD>Q_JwX)JR`?b_WN|M6ttYeZ<0``U~i8m4SA1}Y6
zT6)Q5<+X=XS?@L43r|{f{cR0B&ffjvnVU5gEwAP-mfCuks%RX2Y=u0B(vXLp^noX)
zbgw8i7sNgP0H3_q)4JZlaHr*Eu~(1i1$&x$nu40Bv#2PkttOK2+X!~#AF?j0q2)UB
zz$pdAdVLYbEy;g}oA)KTz0Dqdb9Z0pD+Zg_t=?&vad&#k2AiwD>MMQyWyf^|C9a(+
zN9FI+(XfiDw-VCCKJY@+YyK_1Dpkw=RNJn6fYo*ytG(Y*P*JY`0BK#TRUuYKY3>H1
zsSgJ3R&_1f)~IP%XRXINT&Y`aE7Ekg^=$+W=G;R<dX3NYrK={vaL6-VG-Bo53Qymt
z*}`ckR8>Jjs)CCYhB1;kid4)ZBpL}_q#7E*jJ~g+xHe2}kW5d?sk2LJaf6q)ZIuuX
zt;=<^v}>1bResI;bs9fz!0RSNo}!V~a)}C6$+UTZzlYz1kLd?IbrzO%>b+%kO`7oL
zn@hI~oz~@ddF#uJyG?Mq)7w+)J!^8dsIX}p>tGiOx{_7qpNL&k%ukGdNmv}@rjgXD
zwAX4HTdS+QTy)-;Q`C0mZg$FxYc14Yg%wK-)YTQ$xW(1~0PCoeOj>!=x+$vkHz{u)
z72J){x88kgjc-v?cUrEjTCCLiUrsegQE9qfZLM7wPK`4AZq{As)Rj8w>5zsfzFoQo
z=~nf|s^_}2ezN3GBOI`NJ6g3{tY2(2u|r_2qq|)0&i-=yx1_mUa<|!$X%$t=x%%y;
zZ&MP7+DL6Fjw{n}j1uUm!8g}l(Cvwp!RdsOvXE_}A`?4J@DK*BmPL}lf<;i>i)2b7
zWXx2Gmi{=rTiv3vdWFjB-q`P>Cf2N2<G`jxtm{8$5|^#);iSN~+&{IUn7^K6ckdN!
zh&`2hpcIaXyR*C$Z2tfczYn&JE6J@Pra7gew8igL(WbJZ^G|u9wCZ|#T7_L}owhYj
zx{+|Vh0)s=NZEFTrN3CbzNI?jt~q)?5w=FYBPqTcsPtt`6-70QmFDmC_0;WJ*;Ou(
zMxaX!+EYvFA+^#n8ZIWOv^P}Zn{J#igcGK$m#%)^elpbm0LXI^-N@9?RkQN<JAKlN
zNc6FzU#DWF3vnv7y;oVO+itR*Y`){FY4j<;()!wO(VXSg8bgzsLsN6EyGB~CH_bgs
zK+0;EqqouO8sTxTqOvhWoj|%8s>T=swJC6`)om25tsa>KCyPv?3%H&tb45<(l)Pch
zAr8haO;j7g+;=OW256{5tYnIIDwDHSl8OpFl8EoBVi$U|TSh`YJ7;EfV4dE{?Oldm
z#kH?%g7CE(Ka#)pTe7%<DL(nK&Djys=-h17Ber)7cAmaRZDd8OQY^WWtu<u$T+@8I
z=f(d3;zsGrkCmgSxoVs3Rif=dLus{J7pj@8qp114MNxL>6tt?jFVQa1(-kk!N|zw@
zWjy!zm$YcUQ0m+N04TYKrEc2M$~IfDiv`-vss8}=*7s;)?^wEeH*OS*MW&jyCBs&q
zMViW*8h1c;v4$VhU(=0q@xRDzXJ*m5UdN#6t`}x3b#<D9RaV@YT}_^<)qX<_ziiWt
zRI-;*@-9`WR+^>*PMUU{an&u#UD5EP$UCPYIe%TJwJmLi^Qi7Rin8qW#>kqNsaT<Q
zj)Iz++|5<OhJw9lY1(?qg&?xqA=<|jl!YzDs^caEW(Z4P(j}9+ZJ8*@bgbRz&?3;W
z;G2YzdhwDDn+iRmt0cH?E~=>rl<Eo811F4H;<VwUEU!l^RMwuyHnnSA7t`Ij87rYh
znBTWC){S!d4i4aviInz$H)kI5Jmp=3MsEmJP;8n_3`aOtfY7(kie5wMySG2}E~UCu
z>W5c%O}37n*`~fkTW&WR3RjC1cE;JL7X}z=y{D=u%|$ydwkV!yPgPV_U8s5M$Zv<c
z{+{?@vs(Fp_2$gwuF-35mWtJOqxqdu6?~;)uCdDdO;goXFWp)yRW%FFI`w-fO*@NA
zsxb3!;+FHHJ|KBT$(tpUPhM==sd|3ddb^cAtCh9wL#ivNmcuHcscxNBR17}dbE>$t
zQ1{Bz(=<9M+GHG?TYNThioco)_=wc?cls;tm{qS-S1mUhWNE~ILg;DDHGOpnwNzHE
z6m*uh9eoVepgJjmN+hW&lR7DsAYQFrw6$m2%3L;;y9S~n*}Rgjg`{Z=gJjS$NtFRz
zxR_HSs&5fN0Wycr#jHB1Hc)mADR0Z|k7kp0rpz|ewEOiJ!zCqYGK>j(q0uBITs}$D
zr!SL?l>`C9hHS+*4AWFoXxwX7H}Lh%U3u|$P0icItT)S4+ft-jYqbp#x=}Ylq|--9
zM5|>Ldxeg>!Wp?&{HxAUrS(?QDyFfrU8?ktF)K7@!;XRG2QzK_ud<@Hiq}Zxb5=Vw
z4xhW-Tz>UyVGh(?DJTPvgqKgu)mJxO+f<9HsPv1?w&FFN=i+-n>s=SEDLE&oFS^59
zn-%ugV{1%l9bUSsE9F&^xpw;39jUTXG|eLqAUJD6*G}XA053qve&Jh1M^&Ky6Z97~
z`HN@f10NG~yve%RoK=>Z#bxG0`i7ZRf}s`axw}tKb}Za!lSFB#15eOBM5fhSTGES%
zs;F&WRhvmkFiKwY5VztjBrWJgEmYEd9Vsyqi?R;l3|+cGWmZ)+aHG{0FXnc+{D_=r
zSV~&<#m4r?*jaycyTfe~TSwXpEwQ+H1#;SUE$r$gQSD#cP>~W0S}<zml4`YqY{gK@
z#$<9TSLALv;9aNj0OTr?4Sy_Kwet)mcxO~BR#<HaTx3{M{WVoKqe%pMD`n<C^y)zh
z-+C5{mwyfXxX}Ey)LhEbbcWY&twkMfsk~Wq)ot0z%hk%U<x@~sTtbvSYOu7+OgU1d
zrA)R~<G)h%cQ-lB%O8TBFQW9`n&oP0t@^IJQa?{^vR_=ZCXIIH?Fz2AI;!exxu|vb
zZdA$WQc#tU;0`vFwv=h^Yy3BBKa0E1E;+qx)Ea9;+AB1DfKghmwRbA&&&sN6*LtL?
zr>nQyl}Ngps#~p1T2)c`dRjjvLh1vJJzB4#ajDBTZkzcB7M97M%gV^x!thx-a1Wai
z!%#>7syUJ}h7zukg=JPmxE;|s%tM>v=InE3O36F7t(g6?`e@sBU7>4jJg~%`iHlO)
zlyMs@XNEtkMcSyeC@&iMFHvU3L0przO|mJh-7IIA{{RyF=f3<^T6tT`%}{By6@BkV
zSXwk1Zqsma`Wo6ReJ$4N{e5k*cSfnGsts$1a+bD*3!<Px+NcdYA77`mZ^FkYxmC;?
zzdddmgI3gEXel*S`r&fET&>j>YA35K_Yci3N~Nc?($=Ugr)pJD{bk0v){{|DQm<X)
zqJ3O#w3<SZ9SOBtZFY6~2`s-yO+!qZdP>w3+E&S7rrKn<RJ1gb$`tZRZ|mcioUZtT
z=C{R`pyod(YbZ3HiqrKvQvBU*%HM3eR^4eWZ`L(psH3WOw(n6#S5;Drk{MHU^wyOv
zBC+Ob*;{QVkBdiAGw~~hvmV~iw&0+cMqTm<E`c3QGIVnyqvxHBdMi9|vPmj)phCI9
zj$#SSRY*aqnTWNvb$G`H)b3d=wrxLX*W~@#u*-ep83m#?e?J!47p)*5NdDu09|0V}
z<E9C=lW;L*GH8`jv`p+=EFPfMe9&W_+@I!6AHy!S7hP>dOKPH}t+qQ~rt0Wws;-o^
zN^KRls#{s6U1hF{=-oX~T3Sn}Jv9h*9Y}u<T({;jc|zrb;#Q8IS>E5(w@TW2ZC_Vx
z*C7_hsO?FhY5IrPbE0+ndWF`$z%M?w8LB`IH`H2h1mzzp`E~F)qqTmb*BsC_lsdZc
zrsyBK)@iECdkw#CrM|gCMMrG4)oM!TpLA7MJmSLER)iuDgfgW$s6Ht<walJsSb2R>
z@VQ&f8?}jb7ss!+j$Yceb+uJaK8tI1)~X$$rlh*jwM>>P6zXf)p>0a4rBX}84@z3Z
zgp;N1dqG5rW;>is>pS{xG0R6Nx@!)Si?sH@qQx|m2MDT?Edjb~80IR2x>KCh>R$CV
ztq~oy{j|1p<8IKl1BeTY(Z0dDqNZY`A?7bfO_)rlWP|DVFI@XQ>laTZ&nEIcCg`rv
zpt8-7A$Kpt2gQz?_-WKSLzcE~TGL$7QKxBcDMhyHO{MJ?dMdlk&WVPZp`@`~lD8ZA
zSDZA|?a{aBrG$lryrrXCU49XHoy^aO`yV?sEzd^UtQ9x?A$GXwrPkc5E}tc1X5C6`
ztEU#n?Bx|yv`x}gxNi=y=c`utqK1@~INlmx;eVGJqfh7^OU>;kS*iJvO{R49RqDS{
zUvKNGV)E?`C2eIjT`eurmWsGi)~QSbaHp+#ZL$*U@5<KYqgDKF@}Aqw>#r*8RxN9B
z)U4{Ny(L8F$lHyLyTU7+pk|Tk_U<lS>XOx9MH`OLX}YJXT|)j=jpC-8bKGOqnv_~>
z)+Ot^ff$LFSCsnX^^{&VaOE62Vhczvi)P{}9Y9!6ZlU*6FqFbm7-_E91~Uq$G3ilx
z!9ncOO7OETJ%a4=J;$=%Kubr)Ju#v#6Ee2rU&_gDzd;hmrut2ja2JSz$R>0V4_0a|
zQCXpMX12dsEtIz!yH<+SwKR66(*>fbR93o**68Wb+Dh4arP@?eA?jrM&4-9)6tNxv
z<z4o-<GYvo%T05ePMs}m(we7CT&)#aJLl~#R8_e_d};ItFW;QD>y*r>rSycjkSmZ&
zXen>1N5Nmi{{TI?f6T3YtGSPEsG+jmw7toelUu0mH%hCGd%A+zUW=R5bT>-%Q>m&-
zdd{I(Sg9(nOGs&IQ=LA7_^kMWyK)DY6xW?KL#OXLhV7}XmiDMGVxiWlsMAAsdZOav
z6cuz=1u)XR3SyS(Sz&M1QkPUzhEQl*$2WzXTGh1{j=Anv?%|h&yrbWGsKmG?>xW1r
zMAUfMOp~-lWlrRxQizC?fAVC%NL=qPy9vJ8_Prl*?3-p5^gZPpw2g&akRH`F=N7OY
zE*efjcMV}>TXrToG7*eXh%h-&i4iv-+(pvaRd%A}H^Nsdxqqdu`o6luYGoJ73wu|J
zJB{YLsm5#9a(uF@9kQYN$CkU1sjGM7scC7~Q%_FVK<P;4zdE(2#HTiSw^w-N(z)3G
z04weeSm|`>uu^Ml9+!Taj-Hm^T>Wb4Q%6Da)mJ)N`jtCc`AfFv7<8!&l%*NYpV1oQ
z@deR#ooB9fMUz1@qO~3N!$nJ{biHkLJyEHmvsTxwiffLdOYIjByK)y+{norK##Y-@
zG@-W~tLXac`De)8E1>jc@0i+7+|9E`Y5Qfr^Sj-;&0SP2v~1ea$|)=AS$3|ss-3k|
ziWc8*<{vFKRHVVXpyocod@3CQympZBd4|^vYt)s09Uf(!df{BQI&s7^m#UBwGODKS
zQ6L$?4Y(%Buy?Un7o=1Q5y{J`u|Gw)mR5|;%I?TVEg&wdkp^*Qie3s>s$6Oz32w%n
zXH8>Sy@qG&Bx?|{RD7aBCB*r2@ZHItSn8U6XKB%^sMa*}^%V6wg6Dm|*4(NcsiIW{
zW2#ME!Rjhksv9ax?$S`xytFOmiqal%tHalyh#gV!rES){h2_qNw&|~)q8A#iL#Z`m
z>YFu^^Gf@53ZtOYi}_VQb#BW}{W2c7FXgMMdODQEs>?<3YtPM3@n($?PkCK#iLd78
z<ZoF&qgKzE8e*dSY2LV3TpYG0{?$>nt;>yLl~rg{F8YP$+UPB#p!!plyolrz8vg*8
z_PrLH6N%Dy>g&zY+g);gp)~YB-riTs*Vfdqnnukc-!v30(wdiArfo;101uO-URjP3
zlDt!1=e%U2A!KZY(~)~3luGG4RYIoy2M!pBifSl`wQQPB+Jb~JNB{;C1zbz`O}NB9
zw>BJhdnwqBt8?D=ucS0N?YIkd)$bnaC7X5K+Rs=qn?Rnhf>K47nsn*{X=ZCTS<;3&
z2%tEB!k5FH>yUh`t)tYp9XEKr+;x3x&sSModBVdFTPQwS-%hKA9SzCaHa=RWrEaR3
znsHZfakkQ>scK%2_`mqs);yxuI)6pzt3HalqMt}mJ#w$Fr>uGUR}Fo}or*TwwcMy!
zO<<>|MO95jYjtiqYZ~fo1PRu><L1TJ<2#pix+mfDN^1(Ly+5h!*Ihtv^)@X#^Hc_o
z=TA(>tgHK$^ijO~%BtzFxl+FKw%{0|f1&p&cF)3p!aWv*<>f_ZI{9OyE?UOrsxB*_
za`$f2`n6X3RUHMSGf2&87di&268%H<PNI?Z7Tc?)Q;G{v391GWac-Yp`%hV{rNF!O
zl2XInXx>M8(n*RB)*)Z^h_y`t6$qcHihI47ih^O?t4PmXmvnWturEahvR0<fV<8*7
zi1d!k!~1DA@r$_$OI|&7t@E~%nsDtgZ0XTw2;jymkOqmMkg7GDp!iDVj;6n84~Sh)
zU#iopbrn{e=5<{I6_f(aNprk>wxbm_6hD@#wyv(7%9Pbqw%vUlEA_~C)1;=SSf+0*
z=l=l2A1EvAJly2Qn$(q=k6&E0_Oa16{W)vXcl(WUZnsK0iv=nwU8c61XnvNay_MG?
zir3dj8mL;(q|>@nu0AckF12?eb<UB{8YfKY6Gr}!wcP7#EA6)@Tw#}P_d8ou*7{q0
z&f7{VTcx$B!ncJ|34Ml>PTOsvE6O<|@LcAZ=Y1zS^`|qa>vau%MxediXeqSImdiCg
z^HN$X+qzV$u~&-fr&%>M^{b?%MZTM%=V{w32x#?EsF<0%JKJb7&r)h==PxV>hU<%k
z9jO}Vt05e(V;=0S8IyUsM^NH|hAOF>ctpE{c17tK$Xpu^^lr1E7n5s09S7+%cD{`(
zMzGB;Sf!cCU9sseaKyTwxfd!@u8?NUIW!2XRht7b6+u$@Kj8P^-kVu7t#4fU<)*5n
zx7)>qjW<DkPNvc;eN|tXF6maZQom@pEtDk|))_9TESDZyTP`dpBGK`Y@WIReTwFPP
z?<?(}(W)!x)JVS4RNgN)aG%T9XEb#*f1FoW)SsrVt*20$kb<DeS5H@09Utd6Kdm}X
zmRild2h43UbzM*8^mNwSWzx%et~E5*WHR&S)=gs%{!)Qjr%_bbq|HNRE;hGY4e{lU
zRO##I#e28Pu5N0*O;b&wlS4^jO{S8~YH5Yv%~f4%NO@K_Db_<&G;Xa4O+)<;GUY;>
zLh07_eQw;BgNa9*P`YHC!P%@=7OLBYb1Gsu1tXiWY-Uj^rVZ60-#SIXoC<|7u2q#N
zfERYT&uM!t*rZ*l73hVsJ5m#9dvUlLB`p`VQH`^R<$`UlCzlkmR~6#baFdUAgfv8?
zT2V+M<q}02HM)i}t_}p#9Ig0B*LuT1P-<NvU8F6xyNJ2BZWp_a#TB(Rln=c`?M1<w
z3q@f=PSvoqp}^r%n@3A*p|m6?!kpXEdaprq2T<tUZ1o*RqtowF($*^8^N-uTI=UKL
zl_$t8)@j%B>!ht^#Pw6OuBR31C)6vR?`!^Ra*N>WKxjQXa${QDY3p3SQ(9?gTDRTq
zH7cd5ZslE2?L}>Unw_@L<>8Q`ryEKQLrhXrBA%SbF*T<s`M2?R%**#WIeDOK=(HZP
zxLX*bx?k@)X56MJtTww|nW%ZnWnGn2>1*<(xZ)_7tVvQ<gelbkk(ODTN1K<Fmzuae
zN*`y+7C<feNfNe=?VKSbL>e~j)^q*R;O!H5D<+s9^2itnA-W(scW$1GmJOL_Sym>^
zNpN1?lPy=bO|-i@+B~JwG4YRWmEO%udo_e$gk(}PP9TAUw+BZt@`$RrM5_?R@SKwe
z8;~Y<#zgP8U^B4o!UW^MBf!{<jLv+R-0}3mbNFH8b(-5#r|w*x<@E~bE#az)m-Kyw
zH+E90B&=3BbQE8h3ZF@7sV@A-Us(z#sB!bN%YI&JE^2F=CV<l7kY8`r6-?2aldjUx
zvM8vkt`%<9Jku2}vdc7-Zz)AI?y6D}5J>}!rpVfaHR{%N@-3W2G=NFFhi+dgfTCuO
z6L_zz0n#ywLL`$VPPXuf6s917i~=~*`+M|By>=5NvuI}%QCF<4)7Oz>0>avC_*{&e
z1>hQyfk^0u7bkw=;bw~iqmJC<R0M><cd%&fzI*pQ&**XPHprd<lRF*EWWgi2&SyK3
z7>&5~-!}dV`LoHb6LHttmg}MJRx4Y!_O1xi*IU(9bve3RDebhXEL`;MrL{Nnm2~a6
zTc}x2SRfI%kmTn*yOXpWWE`H*NrQ>ZX3*2I7Yjo^g^+I~(2E_h*KBb)3c6%W=SbNA
z5}c$}Gl@h1cTQ7qFb!xs=VzC;%;r+JuiI);)tX&`5{So3APBfxIl|5xqVXUpjzthr
zc8-xMgfM_A-BJz=LjXmCFh<$jPiZ*u5C+m?FnB{T1H{kvj!&NZf=BBZDC2qBd`zC*
zykl|P5CGtr^Std4BLESIjErth!g#w@8LyAs!}X8jOcS{GIRN?g{wVXmd_=vl4hVtz
zcrzaU0WpuNA(8q<cFu9*KKVY;g5<=5nC@mwi7~bZk^9FAeysTWv-j!UOk?fTJNp7e
z4EY{*-?N$DB0v){8<DX0GaaPH4-g!|@jIN6Anhk(jF~y@JUJdu?l&>|^!db-xSka0
z*S{JDnc?R>+#&~kz40E~k0&!22lga`w3+Ncp7_MXbk2Kto*|eKos9SGxX)pY#vtv$
zAm_aH0!SdvB0bFP3{MRG-zu7^r>TCK!1XKc)4Yl4b%$2VfbWH%rD8~&9mLK!$*A?l
zq@qGls^eI|9V%wMw(7k=a6^u%BB@CrkbkceKT=6NVk8~&?tQn&$s=se0D>{WA|fUT
z-`+@!6ZQ~s<Y$FP9v*lPF790XD>)jX$yxMXG@Z3%tf|NCN^;z>B$+L@)VEei1ohP*
z6C}^@k7sFhQ!h;E)ls3w=+$DhDwPiqUPUpt)0PnF3Ro^BqJXj%pi~SgLnof+v~ReK
zV0(9xPe_R(cjKTMGyVtZPyJS`U;4|X;a!91fBWUUKiF)4=f=EMtg);0NFd`<-(+k-
z7fPPn<K7569~jY4pLF&+<Jbas&)DOz<0RIke@wM#22b>w{eW|etz7O#!!wxAzZlj4
z2fS^(#7LPZV=9jkk_1Tv1PjCK0Cmtr07viv01Y|mkmb9i0Jk;7U38t7FFimc7YymA
z4t;rsv>g840QNgaf7c$|IUY8UW;Y(=A^{!cGZ@bhlaFlU?VRFcw#RrAz)3y~OrNm+
z(eMe|e*K_NLEsth(-`U3Oz_tl)r<A~v8PYJr!l7|?}O*J`iJ*z6T!c54%0nD>`zW$
zMgSQAf&_5^$&V%@%t4<R+uwLF6U0R4@0`!`pSaj#B=_JWplPpv9C88E0vc#N+yHY<
zIQ)Jc!}oHh+XNU9<iI561i{SriP~~v4B~draCRB)J%&yW3E~iU-Xm{uzD9g)?;CI(
z{1SUWz%qZ9ay$P3?8k^52Zk|$@A+f#@Ep`@_G`mB^Wn=JwBfG`a(qC?gFfKSJ;wh4
zyZ}Uj7y$nOBiQFY+ra}796|{(*a?6jcK#f9%BExP3=RTww{IgE5>9{B5xC4q4=)U3
zu7Rd;k>%a4G@yID0~%-n_I!r{oif3UkGR?+V>sGOp83eZkdO`}Ov%ZQI5-=FFn?o|
z2*+uiu`@6RarT@NKSXodG1!y2fjHR4NRmL`X=hzTLtRIPnGT%#=RB%-4_!Ly8u{0r
zHOSOcB>w;?n2|nlKd$kBalzy44B+h&Px8#4(kF;ai6nuL4kR3V@8E&9e^vX;h#j+x
zV2I2EKI69$)7{)0x%YF^zg*LfK4HgQ2j%zFa~na-ZhOv7<9uL5{h&f*%$?u^5I5hj
zGq{P5ZTMY)!3Ivzyzh>{gNy+_$Ac5N24gweJMZ>5J+T9af7^lidFf8?54)y5AQ<Wz
zQ$8^}#sGnX1pc}05!;4fAN76YpU{zr&xnE{p5%~sf(V>M>?0U}CmwhwBW}kKB48hB
z`~Lu{8h3pAxZ{@|@#o5)w}*$_*It||Fa1Ua(cEpmK*mln2R=s;vg^z(F0kvZI+A)_
zX-aLx<bQ1iDifK5?-CCZXEXex5C@NPeBk*ff<XQ(pD;3e{=*Tsc#Z*{U$?uz!kTal
zb@*e?!;NLF>dJ@PMLqV8n)ytS0)AmWjbZ^NJv!z9c_s?7uChv}`ylZD04>wENL8}r
zt6fuq5pKGqmP*b7S-CeYBozz?(iD34AqpoGLvA{>w%Qisi!g*XlBKCzkP?tos2TJ6
z1I9u$@~Ju;y;U`8X=f~x^A`euB}7rTD@axn6zM<<QhJln7NkW$hzHr8nGom8^>N5m
zEy}@lwL+^XoNbk5H7yYRGSL8nm)h!X6bK`!K}K?!#}U$4YpQ^G^tW!L$5m~?e=5vK
z0Ja?dvE!0bmJ+_AI%kW^I;}QlzEe&z>upTEQ*dxT>+6t8(N36Ul%A4Okfo4R;UFne
zCRJ)XR-*J<)HIb8&#>8T7b|PMNfQM6v~Hn8r>P^W(@|6|5)c49Psh$Y=eRVlTs~ZU
z{@S#m+a;;>1hg;CHl-ylIvl2;C!_$RwLY`GD(Xo>)zIQYZiOX9O$rLT&2?u|3!#c~
zpG;CxAX3t$u_Pq2&q`L5o}xO#g*|2zI*Au|bfeV>T}_6%mh()KR2pQhs`P?H716wu
zEFP5s^r=MsUqFaB!}RadI9jM-`gf85Q*XAmmNx{cw-S{M@3zq$xOnu_<@Z;ffEne;
zd^HUKJUM4L3}&UOAa?EJGur^<m>}Q{hD3x+1F)QZ#DIPK`|a4Lg&>&5=V|Ob9fsS$
z6ZRY;L6HVVVho4`Y(U>J-v&<+QW?`uTH}{@+u@Gzr_~vZL_plk!IB4g5g9Nb#PH-w
zh6W=ujfp26yOAPb;~+pzGBL5iGr!&dAEXQoxDW9ShlwQbI0O#D519~m1Baip_55ka
z<UTwqDcqR@CMRJ%r^E>uo$;7F1NW1h<YV?5Ohk<1h;y0u8^j4S7(3w3)0rY6&x14I
z$BB<45J5k4+l5Ae8hf#h84QMaYCZWLy%{?l$?`G#WSHDZCtzYYK)?ntV>=NrH<JK~
zIXg*%m{^R=1Lh15eB;SEJBZ*1zhMwIfg2dc**Tny2plSY><65A4m>I%q4)2Bliv}E
zk6>T|a7im4VIXAx0BA>?5<cLA`tZ7jHa<HJ(<U-D2S04!uedwnKgY>|8-bCWNK=Nt
zkH-P0j+DgaM9iF=<j=N8+?mE^IA&)XPSFQHzR)}OJL8B6-zNZoHt*Q>i5c5{!8|hr
z5e72{e3{4~Y;iF%WNjQgY4G!pv+(h#i9Mu@nUMtf#F-!vCq2v#5HbgWwnTzNgXT<t
zXMLpi+Z>tX)~)BJu5(6cr!5rsMlBV0%8HBST}>6fp5H}LMM(3DevXRaP*?L88dlp&
zRI4j46ZC<`#OHUycQZK$W3=i$UtgpyR;$J7s|`E)YUgvTD7d{xSzgOkD7x7!%5AqP
z=xT^{KB9WsAy5qQV_xQfYcPZZiB@RLx+zYCan!?=N^+RQ5|<ds%0mf2Oafpihyd2Z
zj@d@iC9H`Zq(<4Zk8D_#RYFGRL9YB;MG#R0mjzV=Z($W2phZqZ%tXwgK;|yE)n}8O
z-Tb@rkM}F)N9A6R%zkJ62h_sf=yVr7f1UiZ<%<Qe>UzGfM@Q618ROR90$hjXpE|2~
zl<zU@?_a6(t2#+Gx)fdR_LPS&j%q)gebw2ks4AWbO`e?rCH|KELO_)yj;g2PE06}n
zD*pi8XO_P#ZT|rJ7<HbW72cVq5k_ssyjBMa2cgiW0So$g@b}^0%j%1#F7?i>x9ZJ9
zr7Np7nl$5;8hlxudDbje+YRZm>l%X7ezm*R`PEey`NggEH%nPoX%$IWrmB&lWj2>^
z&RDmDhpZi0Zy7p)XBi-o<d9TO`atJ$P*kXq$qbWrMoD9~DUG`5KA>n*evR5*iaRpd
z_oP0<qo8g`ZN0(IMC}@G>$YB{YREDo7X7r@2&E3uNA4omP28mVFBvzMIw^{=0wA%l
zV<jt_pA8x#mt6k<_-CTz?UlO?$584mM}A!ued_yjq;|KLM^EZ{B`y1%b;7oll`tyM
zpwpo)DFF^Gq)W|uzn+(FZoA1{b8D~A`e8RMNu{dvxob*m3$CMd)arEHY)`bsJ<mqz
zXFz6}uH5@;CHCH3RmF;xP*dBQueo`{ow~DCXb+3-QB~B@YhGv4=-m~4)ofaH)}Nxf
z>Qz%~CUq{1tY(heYDEJJr$t2_3g3NbZMt#Nrdtj=QBmufy?1ig8cx}E8ZTVvnhMJ5
zmYt*4_D3u?Wxq_<N?27pb#+Xom4}~EW!F^mo{9-+uT5cEp7NZQjfdIv^td*-!K7L)
z%Ow5dwH-KmwZSa$CT2R0Qgoq4IW`43+_qP66CTXLfvwz}*3N7;K9)=^kdxWV$G1w>
z^mT=9LPRl$J3?&s$hSRt0=0#ag=4#OzPX;L5t596=qRF&5>(=t7Z&CH>HQbVy#=A^
zZFDqu3pR|?mOIsDP^PG9cUn6`G<Cs-8Xk>n;;kXp>S`ACGmZyX`FGg}eay#|+^}<B
z>ce2Pic4da>Z!fnZf(#t>9gszPRrL9>1owQnwqCnnmT6GrH9r_NL#_C$xg=Q-ki{y
zb5K|>yv?{#w_$rsvwRda)T*mt`<>FY%3E~^q^3<%*9OyVdXDJrJ4_n3i-p>XX6?<2
zr+K~cP4U&t?}m$}wWs8dFKcYn+R>VZEnLOAQ88a>(^M5#s+VbKZLL!+=4tLoqG_jX
z?_FI>ZlO&F?JBLLuc4sO4F>DlMC0gq0U@PijAtcs?Q*k-1>89>tUJq?;^0|^Tnb61
z>0=jgr6I&X4bHbc-1TVtGE-|;Dvqryc&Wv-v!Z~WzQPhJDWEmnjEyUF+ZtPSD8os-
zQ5S-tS5a3*Dnr@gUyL;cUn6wSFZokNsuOi{m~K{T8-ujXBG~%uwii)Kn|;R8YpWkL
zb$2?J>gnqKX>`k|wR&o$H7IHNPoJ3`I1}LKwqSPyzz_+LcjG(eH#2#G&FxQDthtw~
zFM7*T)+9FV*85)dZ9*6hIO=Jb^;V=((xJzkQ*_J**lA8EG}-|Jj2<JmjphJ8;Xoew
z$8QIZ&@Go)ZY(P{GT(glyp*D5UDT|LX8x>;$F5Zqn8Z&(+(iIIsSYI|s8kA|rjVFZ
zFAQxS=7_s532B>pC3q+WPKr?R4qd4Ec1+MjgxyujhfwEHb-`yx0aZ@O%Zfm%fIv{t
zDMXS=l%hx`O!X-4Oq0}pqCrvW$t01E7*A9P!H?meAY&6C#s+5)IO=D^55T`HxzEYn
zJ<NSss&&mB(*03?XXG^HZl9!~qeZ6uaI>@5`JSD;R5;_PpcM`eU7$n2BqRV;q^SNL
zZ5mhO9ekc;S8Ye7bcO1}c&>7#hN|vWc314SJw%jOHA3Ax4k2&d>238+G}SvnmlWdD
zBrxZsc9(0olDT3VtmN_*vq>j%NS(3KOi2{E8agTq9|Tmu<wVgYG1>{rVs95(+^@Y6
zcF7fLY?k<yj)`w;?UriNgtVU_Fxl&puX;x>GYqto2K&piMDZ=1KX7Aj3t~4>HTyMi
zTJy%B<xe+xWnk0V{{5xzno7xks9~KyeR=A7S1O-=k?PhOLlpH!;ZC>dY2JJyt%gI5
zHlRTS1NFu5Va`jhF@6jbo@Lx^ReHwT%gURhj-WJ`D=pWXJzKUq+Ju5b*O#jseaf|=
zA2zDzP@3Z9=kpg8%MXmD*tvmf<aUFox7^ycT|OdtZ)v;!XKJ|F&@Go*d)1Dvm6t0T
zrm79P&DBLUj5qRs)O9sq>-@4G=s&~f!sjM*2P}ENcGH#x*qO0dky~wj%jMp+*KbT)
z?vJwVO;y_ASn`tVj8Ic1kUEMtT&P-+N-BC(c{6QyV+-oQwwzos=Zv@pc}H<$9Kf!3
zTPGmiJgttqhpD<q&IsW%s8rHiizt~D1knN%hVL6|(UI=NF73D}vzfLRrH^e`mh3#r
z_f^JdxfLg_81HDha~&HIZ9I*UZrsQ&nn=5S9;+s+s6)DtP={SVaeO%P{=SOYP0X52
zLd7$es!Nrrn_HH}RWtIG_f;_Rs+~>3m1<j+R>Zj4T0?4WDIeFYEod0!yIWCdFNqFi
zSL&;cD_<?7Q|nbAqy?+w^u22(igEpN5}Fz{j+7<T(xE9uO+t*+yPW(RY0iCf+mY4v
zyo}MhKUmUe%kAq;smtEBe#Z4(@YgkVs%ffgR-DvoO}^brf24M*wzbL^9C=7$g^I+y
zms`60H*)^~SaQShX4Jg3=S^Oet)tXG4zFuHNlj<<uNEsMvZC*%wEb-o?iz;GZo8tn
z#Od4X&QUJaLi#Pfq7g||ZbQ{i^WzPlPe{JK983#VX)=eCIt^BE*}R*S7`tGgHzFyf
ztA@f>%7Kiuf+?kv95;@tVx4on<LN1}{hinrViruIR~7qc$j98Xwwj7fH)rdqz`HEE
zt|VSJG+A=};sqgM)?DeN;0LiH1zhO->i#3V*wEVVOX*ERp|w4SPzU+<OR8z^78<&H
z#T^Wthd<PR9LEVMMcG-|J6CpyY}xCMI7eA=9Kw-Z$zIu<y*cg(cQ_dpGBVFRE1Nq<
zGRo@r^DlhI=ks}d-mlm5**RH>fy*A>nYI)`&pi|017*me6`vo19#~<sCI;Zymv>Nf
zykBZpc$Rb*PSe5Oo5DLoOHtLnO@<z7Z~P*x+}R{*A52ZhpJjq=Cug_}c8IlmcdV@m
zFlDdOFJ^dSS?^DI!S|Z#2a5jca9XEJg+B7tA>TTc2jqP6`=h_CQ*Syx_ISdoLmtV~
z3X*;mUOM%<b(|A=&iduVrgfYkDN&1hnmgT0b}2YfHQE0vy86n}#j39CLi>67hH60a
zYodbGMcl^P3_>OHBollOnr=P`Cdu=aR(V%O=UGhQyL=$Q;Hd=son<TWg{5duiCG1M
zBmk2Qd0w^iu9#9rE1Sxg8*xe2B`pM|{#c@Tl0kHLv3U0FE5X+48%Wl^`>FO>ft`y0
z$_`F6tO#LyH&teAI;__>P1v98ZyBE)KptW{pKvzLjm7nMXrrj_$6tHFPaRnrL3L%w
z<oW}MxRWGW6{OW~Z2UvHK=g;IPL=$N=B`&w^90D6^%6!hGXS}0TDzU@ul&?-`FQ}@
z%l!}F7|1d$QeCr$%QnLpLh6p5iphPK?&3;@?bwI-A_siOo-D4@GkkJ-=7E(PsVP-Z
zaj_~IPa+PXI;y;^2&_Q1y}gMEsKoPTD?3#=j5++%*y8;7)Axa^s=t<hS@$z|HjR?~
zPNiJ%1@P$j@6a(^1zaJ)q@)<1Bys+xc>K)w6xxKBSn+C&u4}$6>{iwSw4B}9^O{HQ
zi0z-Xta7FEUKtk>N5$aQ;+R0``Hd~bQ>`}}OU)f~Xzni?vf1agEXrk;wR*GOarTJL
zsmd8c8)xXLwHtKl+yh;!040Lc{S^mcQNmt7bnQc|&2I!f-;Q~domc+K;H&qi{zAZp
z<&-nXrk$!90Iqg^HXB#_Ss)fkeSZqzY92@y+Ja=aFcl>A#L^|Ls|cBg&&l&tCv+|f
zF$D6tXxE5P+`KnmY*Fz(d#o$*5C19aue_oCXf@|h#osNN%Hkb@2O1?0|Ind?OPk4U
z2pnPNVYcpWN?W;ZzSD2a%<OhOZz^upy#Rti2K36)5y63#7e6-?d+Q%7vHtMjx$;@w
z{#|7EJJQPb?s25%GJrEHnpBNCIfqc-+0L<b?UvFS?iJAgC|s}-WkyThQ&Y;x$w%L;
zwmex*5{gtKIPbjgv=3GN$9pz$P%0Ueha{nbBekY%XX@J8hgDx0SNwATTPOujdg4i8
zLDlmC2mT@E(_OFIMJx9$4i&h3i4J(|E&2H9ox!V#UF2Fsetzc0YLL|5h#69$u15$x
zD0&p>#l4CL4xAeDutI2@W^C!s={t8x-caoZdmnp5DXGOl?vR~8TqO^V$2}M{u^Pd;
z3R-D=Z3twY{1T*+x`?^wt8D(5W43(K;wQp4zLI6+R8t_K<yKw;kfQWvxu8b~3EJdM
z60wm^vNdn_pANjQO=x|7ufNgD?`d$OD>UplTSg4&ck=$VcwnPQe+13dx8fZ=VjIp&
zU|Jkra@(%|;om!y!-BEOE7%+jo(zUgxla;iEPxAesZ=5{uQI!`7QbsnJU&~oI*}s_
z!?w0S9woK4-nsdsTb9}NJ*KPs`o7sVpV2m<n!jxiQ2<1fKA-hYxRaT0*~-o$)Ljl+
ziK9a(lXM2t=Bza!5qR{X)P7~#=I-b}AVR|5JED6i6X0uI7{SS%__qXatD8oyWFBf?
zYHP7-^Xh!=nW-Edy&tTTm9{=tqhsg-M_6_4d8W+F4aMReRO~Nx<k@w)4!%#}taU<l
zLfJ|84Ho6-jpGm9w`d<qO_Lz<rQ6J2o1h|7H<)$E?V9gUVDvUzwKq@I#rTmi>js0h
zt;7zRrL!r>FvE$N06M3=e{&#hFS3nW`b|?MT5z!ZGpCA1Lg-?n5d*+N<6L0?;~!Y6
zZq$j*x!J;e>xkEt-SI|g8E9}-y%);0T^+WyIt^EZ3ef+MlozOBW#Q&9Uwr)bBNYYf
z&vh}DGQL3#9?|N!NR>3pxbI=-@5P&?U?_bWW4J$u*$zOo!c63*xT;Kv0EkgE@g*x7
zTa#;Iq|Kdw^9pgsm7aTOKRhl}0a$bXB0K*nmO4%JzTgwTx%qrtbjjk-2)ur*H_eSK
zQ@TNIC!&+5B;ir6lP($U#S}2^o2r>l>53lH!MmudXmbms4dldEYSC=>spm6yhQikM
zXLCidS9jk0mo`a*158e@d4B#O=TrVnV1~m0cS5(A&k`M3o_^$s>ogOW@cdX@%F37&
zyL4T9V8PkDIUc009{KTZceF3Z7GC}EBMIcv9qTuPvdZbE@>VtHX;fVJl6ZP}ldP1c
z{_Y)Cy=NfzJW-oL@TRbq>Um#x*oQlODaWtxnZ6W#aeFu5t_mZ?d%cF_LUDC<m4k25
z>a;v>l9gy<V(@{F*B{TsJn&`UucCh>&sX(h;FluRz3$Yu+@<gf4+ekV(?WOOZ#LW3
z24)*)!@ypu!J8KDdx?}Fk7|o#i+TCsM^yqWw#O6(gE&@<W5E4?Yxny?^}7YB-imhj
zyz(_YJn4UXgX-?h)tZDY#(mB%=xhBU(HkmW#m<53UZv3T7Yw{0O-jtz8wMHqUp{k+
zVh<KA_RCiUi%aCs29W0b-E%8xIqE)~uj?~zVbHkmeyuip8R)UAb7m$B>ydYbcsK%`
zI>Ql`t!cH&)clxm6<|g&-89IM?WM?f)IMPfG5vkG#248WpeFL~#)E~GRuHM+7DT5)
zeyDj=V$JAMC9V+)ZRSJgo^9aa?cQi}n)vv$U}X%52HP@ckwbF$aP)oUawK@3<d5jF
zY0ivdhy=lnr{5m}kDnrcvmiKc!L)iN+2&#E@!!SoX-aSr{c+ji_+^F7InTHp?REPf
za<Rej)EqZvqGh}+eP}LfY$|Y0UC;U`Wpv%>ihO!#ZXnuw9xCh4HtiPW)&@wbsuQ`U
z3Ir&e6LVs{;`{np+Xk;uRCx*ke%<(Jq)v6GqKgJ#x)hXqkXprCiN7`J&vGJV>8!(5
zQ>>%fcU8)MQP%>roeMZ{@WQtF)HF@bw0LV4hL<GNP7^A{03PmawJDCLTmAPvLX}C(
z<!!a)b`zLvHb&ou4C_1;%^+bzRd5uL{L@XU6M0ql{bzvUeQ*m<EY!NA`U)7z5(@NH
z`PI3}Q)a&8FT8YFB_S6@nDJ`fi8r7dT0>MMbY`@TL7{&DaD_8#WRcgDH4IrByrFL=
z=Eb_XP?c^%zO^)Wp`rFv-nuV3cjG)5{4-{?-jt-u9Huiqgdt@q27AbIvSDX&dEc5b
za@ll0kLACnArVK%PGo^;@F#+V)oR`j3hUSVD|4XPy`j}sy_#@cgV*}~$KWQbUKO`-
zi13FYz$uF*^XDajo`vT%9R8hM(|m|`1>OI?b%A?Y8K3aaNxzcu0X?-go~ZCYC)}W%
z7O0Sw!FewF2)fWXQ>=A#&1F7ilG*P08JGKB#P7PJkI?Ru!iT`o+s?7?xES|L!rtbH
zP^L!q@#+8((RpxjTe_~K7CNm&lu#7*r@k43LUYDrN}!a;%{awAo>-0rFF!$A@9;zB
z9Ik`1d_MmX|4Fe_?H`U}8kAIbHyEiX-}>+g-@W_j#&v4i0{;nvR82-;vSnonoiF$M
z>*D=BR4l!ZoT;fxuT$QB`}Qr7HTTiJkNSz~&nt6%?p^@bXhI_^ALE*@UuRE#-`d}h
zce2v)cr~Lih?+j50K*Gr>ATcCErJOohJK13#(7`u^n&(3C+4cH%@T#Q>Ze;KFIRb6
zY-=d{LEvHj&B;s(4O*Y4IecEux?5o<#Huebz1FJr!GM?*Q@uHVtKzb%W~iKP{<O6r
zQliMW5t~HfDTtTQov{JClrk)ESC=<i<E<>^y-G0_=AShDg2^v8WRHy|8rSw}wE3&J
z>9J8NX1`z(wvjAknszhdds8iAelM}FX78Wnmt`YJ=Dwr$I{=qiFtqTX6eD%j9`khH
zu3=3AFIOQ0k}=il?#LxXJRQ!p2#&<bizBM;SJc%OKMjx!prfcZlc8M_A9ND4;Now~
z7eR_V{>VVp-qrrCnbOFJDw2GC92PWRFEA-a)hJSWK%$7#QGAg)Xu+-COQ|t%+m-Zj
zb9Y2*y;~*fduIgQoe#GAA5!AH<Lw<n_3V_ws@;!u(v3*Ca<JRp6d`yD+F=cW_R6w{
zEFz{)k&sLOqim8YhUQFn*H-he8sUieQ$CclwPrXntT=#j|Fy6s<QDWA-at~hbWN*;
z7I*=byqkblV;HkbDPi=64oHXSAilRdegzsQaK_KWHd8BkedCtXHy^Gl)&{K{j2_UJ
zbqcl__b>U(ABm)3@NSEy@H!V{2Vl{-#pY>ndqZB7s`a{9397nH7+I^Cb*XBL*WFOB
zu5P8X3jc(<f~FST0$o(%uS$y>_ai3}o8uMa7DJi@OE641jih@nH7=`TXpjWff7AKN
zhlRzTANPGZprgfI9BKdB0q{|A_dNQ65DHQZF_de&Z^t+?gJ{XgjC|?1C&5~-Y+TT8
zqOU2!5E3vUR!slQ@kEc3tW9ZoaM{(&wdK<C+4z`M>`eleFKzU8vp4elfQ%CV)LWlf
zZVu}kcf1x4y8DAajqrgimK78uqq&bR7*D50_Z$dHRp?H>BSBjSgPozy8vOPIcVp{#
zg%Jdmb%q$y+T5snXiaRa#b6Sg*r#j8N#k;h3vQbdg%AukX``$6`!{sT#$Nh_eDFvo
zqDg0`_I_4vu}S81;H$adzOQoU`r&Kd6R0s&bE}POR@uPCYZ6&!Z1JwQDl!6Jtt1>s
zZ*6^tR3SpU{zBK;-i8?c-ZC3^m+Vl(Y!-n*0bCWZt32+*D@W$T5_{xikq%c2?iP*w
z$dD%*GrlNBlJ6`EoxNWC+k0jBuje7{&)T(U-2MS`$VTsX<3nZ*2a>qlR0r~W=t!Ow
z@s3pB6!>(M93Uz+WrdRU#7QM|AksQ<D;jWAWu;@*+ok-<c14IL_z?RK4-uOpS1u-I
zwz+?Qie2Nr74u9f1hCMTkeIH6Gr;-}|9WshX-%pw(Z1o*G?piHG*9?9=<TuP#>DV*
zFRyd=L*h%hKW?`(KE64AbJ9_3K~?Lj$!|dwFkG6epwerUc6$)ASr8B2IcQn=W_d`v
zdTUiSPvN|;deiWt5!p-xcO;MMhfm>x=Zw9PlL}{&tW<QBz6rlyMV0<M9F)Uc#R5Tc
zG{9p69aW2zPsc92-@Ly-cxLjZY;|imBZ1aURUQisK<i}>D6w{eJcWCzc^R(5#6fE2
z%uYAK>E=OHG~5jgfWakyw+{`Ce@Cv=8WJO-lXOas76(%t2-US*jpOdbbHt48lvW_T
z$*X;0YN|rYOvSyTZQ7!Nv$Cq)T;>qf?x2Z&Ji8?{|2KPm`5`H&2@Qw){h4RWnMPq=
zTIDs5n}ZfTGp1s-{D0U;>_}vYlkD6FXYWYP)W|{0E2}{=UZNQ=nGZS>7kyYy8+I40
z{THqN&ps=2{ASu#5bgQC2IpPwmo&F=>&%qt+;>fYJrNpVObSh+SO{WCdV08VnsoHO
z#eN|W)fH$jwIa-4YF(6JQzp~Ux?YqxFO<s4o65%M$%PfT!~ATdmz9SFF~6#Cj1HFz
z60Iy+|Ccxk%4)$tuJm}5ldJ?M6LuS{<&xAxbD3et0gwS>46<*5+EuiDzG6D@7a9MV
z_*Hcj@r_mreNnw$_;CV(j82OIjbQ>K%-DEJk^ID=#X)pxl@|*X4AM-VCew)dZSokp
zRT)0>#}Xb-F2rr_3!Q>JUaf2tSR72AF<n8&J;hoQRDZ8teyvF|^s7UO)t0n?CgM|y
zP}SvLnP*wcbT8ySd|oa;?DU&j$eQ9l{@Y*OO1!*-W*!*qb7v!eC3$o{ht-rcZJ*>g
z78b6i4T>+~9JbT8Su$_dJg{cL#lM;)a-kt*an~(QoW3PhIDeItdZXR{Imy5IGv43C
z*+w8%HT^~8)cq!3c&afae~5p4PL7d!-`|w%B<!mPC|q|7fS_<1A=jk98)W;79jJ9n
z;#)>&`m3hVqT4hTub-(ayhFt6N6uJKteBby)TRk&BE!hpKZ+6y{2c#&EMKpTZ*oJB
zc&y4M5H^anW$Z}84B9p|&&h<1w*|7ZO@JnE`LV>C6{Dr%U*U3J_hhv$vfYW=tXAXW
z`I|8HxfhDwF@?1OJD?X)wUCM!!o-w<_G9woqQg@_?`L6zGjiF0iO3P$SP}NHbF+F&
z@7o{#&ih9^rb<U%Z$bA<Ha1B5_NaHk>6Q!W=HN?F%-HyqM=qqpx-rUf+S+m^)3PLn
z^|ubC1_l@9s(dH!Y-kmq9!y4wmwOVV0(I*VY?Yk{HAFAqFnZ;cc<qDGq~xqNL^F8L
z--{0!Us_ORJ6|%GZnPou4{%Ne-WB!~A!>rFoIL=)i_$dtn`V%0lFZ8HK$b9pR>lcQ
z#xL<-wC+`Yb#&ZgXHBIPfs`!-yehXVGdzcio3MMG)6Ff`^S>GV3f^7KC=!yny>8Y*
zuHLZIQgdyF8rTg}$}>?ZQ?rt%=sH5p{IJ8`>k6%HzrW>JAyFolunNpVGyET-6Zy9C
z+!M6nR^Rm00>M7p6n}KAd`QP2MPH%uhtuF_|EofLL=ksJ$CMwT>$wLZxWK^=GiE_d
zvPSY8!~Ca7#<mi(p?2bX^yy#+u+e<tOtjgeV)+ovSg*FLlSS#K|J52@k0)edd*4i2
z)9cs-1gyER0`Q;I$*lD9@)!i}jFWS!q{^L0%y|EmgJHVWY}R7I{P%uecF&glsmqT=
z)v{ACa%cC1nDkHw;_sU^TIr2pSVHdoF@TTLKC~hsp1($1mm1-G5e?L_<p#zup;fy}
zZD@qBelIy1(O+NcW3%VKLqFM}p0{|J8{e@=0<8f*>}&{D{`@LxuI0tTG7t)5Js?L<
zca>lHE6s%wT4A&vFMpgp(bAG{6-<%x(eIbg^R-{V*=QQ7=(9&lPC|4mEsEz#9dR+9
zH)}dEdXN9{cG533{%(vkBuYA2_s|<nwHV?tfiCI(C{PLLkMgB{jXN?jMPkyT*rCS4
zedl9Ceu?O45sO{U*67pIlrnjfq;bp<r^)+ouo5?W%=JPnAZ~hZ%32fv&k7zYV?|Bk
z7X8#4rg)s*;n>ouv=TrnN+M-{nWir$yTI^l#kP}^l1_o-Xha*r%K^MSiQt4w6x%*W
zR&<S9C=8iA1>SA8VNza(?;F)PzwUfk#8pI}rAwOCdlVJ+bs-yJOy6!u+!{N!<ewBN
zKu*qrv6}gwSnkuYNrvK|&m`7%dq*32wGDSq6|FCS(iaH_>fcve&v0HGTIv-cl}omy
zJYQ@JbGxzQcaNHpnU~Lx#(cDwo<tRF6P~um-@%3D4)SoH?nOBRU|BYY6VhfhzI*zS
zrH|6vaw-|O?)jmZxq%r*6BLMRCcT1rVT3CZPc175y>D82^r`(hr>EJnL|uk_Akz6!
zu0>w^l+5K6jSr^P(#mSfGTve^3mCLESQNYDdST}f^lo5l`zSd9KcmVO5j2!ZgFdhc
zaP2<^$)}YdvL(@@6TnHe#iiU#egs%0imnD8j|}8;r-FpC6ANAZS`eIHV{&lI_E1&s
zrOeia<(4U82yqu+EpZ4dt7yR(to21<c`DIp8^>InUdEIJm!#YdJX_V}hi;J6Fa1hr
zP+94zeRjQV>7j9X(aR+BU>%6}rt!=&<QA&4t2#<v(96bfMA2BA68?aKDdTO?^$)_e
z4<(`fBB=TBE?qvDqJE~ZO;4xvw14=xjotuD6{9lrrS71BeLwZ81u`^@sVg5AKG<~9
z3&Xwo6rtx4pm_|Kd%0LJ?>;n5d3{#^9O;^sLDdV?5fIuzg9jCZi&dHU3Dv``T!MeY
z{)SyGWjAd-Y?t77<Y1th$!vP%UI^aY(tLXeE(?5MKXk(d)DnMoH7a<Z1_eBW_o^7&
zd-?K?l(NGb^J=!`Hje(9(jAoNlzwMNFo^KSrR)=Q(E8(7sU3{v7;tKAk!(`))ywNK
zQs(@vLchO4HYWoV?M_UI<xTQ>KI`5rD)>}%97W_0_Bukp+(DN3*J7k!H=%O`j*=v{
ztIC3L4UcWAf*j;c?%p{zq+Q~@wb0W3yX=aZV*o`+DDzlr4$qPPqZn$}0cv3aYcpLW
z0d`^;SY(tiYLL^c;k+LvHvp478hiVsUnr_`hl_9l=LlHR%LQeiavuI<H;NVJY?9;F
z7v<F37AAJ0V<TTfEmFO@W5i9nQcw+>rfvr^D%3{-3GFAc4LzQ&*7SKTK=N?e_cqXB
zZ6N@51gYNKv7Ji`W~Sul^V8>acgc1P5;ij%j%u~4Z@rM8R}++bDg}S2d~DKMJ?Ufu
z_LeMfR&i{=j{%oa&2Y@gmKX$oOm4tVb9kW!<;<kEcG9foVa>fNY+OZs^}<T}zSg2r
z!5+ERggpl~e|lMk1l4#{jD*}E*C$2oULBLNk~$>(dcqikJd7@Ay~wyi+>Q3$W_F*~
zXKd)RabHXAxn>9mfjlp3j`zkK%>>U!&Tx@=DsxR9k?E%p*TJP|w2rV=Ja*w3NZv9Y
z=4I$s<n@=a1bgV-=|@a<FGa}(4{-Oi&HYDFY6Ny$Kv&`-o=N=kI@&C=l(Im7x)ok=
zL=XqV8m|n3>O4<%cjpvcX9G&f0Uzrfv+^5Z+Z)!@gS8u!K3+HaJ}KEy#+JHgx3DON
zXfVeaSyEVZ78a%Eq?wN2XHawe7y0>~=ehT}364uQcOnTj9hLkft_Wf|JYA%G3+ubR
zl_Gd3q1#JsX)et4cpISYmh4U1PY?}Cs#S{k0cMNqus^OWuL}g)$kS)VC(qmH_|!Lo
zxvFb*1P$c^uh)4}n=6w%jBl80RKYY<WjC+ak99FTX`2omEZbN@R2w6+vZqR#ZOK*=
z^O-smr&`bO40dkYs%9}zQb%AGkypyF9{YafxgYzco~l1Hcl)N4ZuF*AN;~vCJaH0j
zv*W*1)oj0)(UL7C?@6%t&B9ySUn(=(W9f>JF1Pu`&4b)w0I@gTKL>k5{>C*NDkTR)
zjw?GSj#758Qb1gaB~-6^8Hx7V+vt_c6#0Zhyw)A&xp{2{@{IA2bf+S`7OGc6!wW&(
z30#mG^&(6cgU3c;mG4g#E$S!_j9cTZLAeZVcwb<MA9r3kzlk}8b{}s+>-6I6!nd$k
zPl7RhB{|R&3KKbhN2nWZU{7oUIFxNZ^t^m?k`CbNYYAj}Rl@xqpz?}=-Rl#Gw#NVq
zIU`j+y{l%1E;8QncnFXRQ1$#)Bpo<ut<v%jgav!tU9}C!ieg|boe!#fZ49(Uy4$lW
znoYS#>0lT@!ReWt5qhDDz9~Ase{B6^HNgO@ys*I<lf`2m)}*1bnOkHy%rc7@GBoL>
zJP!&K*?I09VKe4FK4AsIN0Gc7fAjvV*K=>DSIg=kz--gVVYMxD{$)?|LBPogJi*eZ
zuC{v8n&^_obj&3@Lz>3W$jm$8UF?e@+YU;DY7TO1<i5)X=?{^H5aP-<1&TW65gqO-
z${8D-B!5&Lk{-0oI9+Dr8@y;1uQPMzZ9C1f8O(U(`~xs)p5*YaclV=9k^Z;-X9?Q$
zr0UWYq}#2n(F}6F#7qBcIS<<C9Fa6sxlf`V?CzY%oNmnUbhJbm3wdteGWm-oe>ECp
z8N0))JEW9mvfT2MvwBb($$uN^mH6d7QJ_gyf*$W9B)_&QyLKl(BXkWnt7KU_r%ac5
zsp^4gcmCwwj`KD}FM1jKa(o8O1H7~CTXB~>Pp`-kt#{`o)iclPgAa8t?)Wwi{ZL_-
zJ-%Ks6L@K(SB)Z6c2=UXgLxpG<M>JshqkLL1{Wx1i`_2DS}OY?o!0R^%P2ZNG8**z
zj;`;%?shw5S;JkhPKpp{GP&$kKMMoFj|2ap<UpVqp@qT<h*n%}&D9%Sa(C05vjoUx
zRF&V6n^Ti+i>&`Af?kNl?w~kaKVgu^nD@zNy)*-gKc}-@HxDrtc&lR+CCpZm=x%nI
zxtWk+Zi%vw^su-P7c0lpN~_2~3qF6HeHRQa^$SYS*;?aDWidD=khyZdZpyf+_zF{+
zeP^fTreG<tn4a`-8tH-j%fy=m6sTh6&nS&kX5F)XB9iA&c(JCcs>pXKxoHn9sncEy
z-?^t_Vnv?+VCfr+ltjLsLu{>@W(9BQ9ZG8bZUR|B(JxfW<#o_A-uSD)1}@7hGhlEY
zE@dq2gguk6ZPEwU=g?t5Q)(7p0t#AEDl<>Be|oH}wh`=KLV{KX1G(Kn3Up!ehCd2K
zFpn{lw~};@*THZeae(lY`E!H(@Wf*!W2px<Rq99I`8%2Ac)wj~(-(&7H=RrCO{eFH
z?A2073M#^d@z`@M`<5hMwCP(89VuoB-}2_HF$uPhTS%s9#)Iq;*4m7BPm(q>>HE(5
z&={^MZz;GWW-8;viu^~~>}&0=uxo1X)YLqiZE$7g48rhV4AKnyLl^mOGVJB<q8_>w
zpy#sz59}1|DUkM!t!&)M7`BmSBmb*%<f~Eqp_9qS{j-=83Gf$U)}@^goX9Mv2JJWI
zgv=g*ncmqlE*O8idy&xSx}!N{Vwz@Q+2k-2|6n0rtj&4YNg!^XgJM*TPmSN-`>R#K
zxRvqKAueP0$xK`tGHtvHTHOqzmsh1y(C$3k9k<zIsi8S*4!$3SVNhP1(k(f@J_}RR
zowO_6O!?09UDvNK@{GUOzkUNXyDe7h{U-!7EN2B?gw_)8d1ad_43bjcgdaY;H3H6i
zjZ;?C)Px8t?8kIP5$fYqxopru2dLB5OE_C8s?o+>(t9u*<u8|!A<xPhA7Vw=$G{XW
zAx@J8EKBihNcp<z*6<=5;?f&my`Q*&(jc{s7RUmk6z>gzC4$9a?6&E8knqnna78-e
zIV!5i7QKqt0%mc1D6+)6)1Sc(>^0?^?F4C^_*Pd5wbm(lMpw3h8L8x63uVx9Z7F#L
z5zx=FJ0|n>U9-TZQcEJuZJ0|1cAVw+`O*8(@2>VSGQWPwV1={EV$TMwW^M&a8<*0H
z{kwlR-Q~rlc2!Y%cN#T6%@0TVkJOCP-{-6)R3aYc1ms@*3;xRC1yyuA_sey#xmn`o
z78zJ<y!cJ`j~OUF>X^Hg|4}rmuf|BU{TaEM<A=MC`^H$428Y7qrgtXgW<0{)f2$D7
zG<Ge;S}#ddGe6H$CKXlHl@&uW4=uqKz+vAktz^yCX}cBdq2H=s9_z)|@r(LR7v1zp
z6C3yD9TZ+MPzq>u#eS1?dp(pS!~3auXkXgg!R(NA<=r8m8fRd&vnLX};r-zB#UU%s
zIvWA_?%-YSn>n8Z$i_@8*t<z@cO7Q_uvGL3t>b%4@|vti^}Huq35&ebebf$kFOyd8
z;%CpU?Ruzw{CtX~N!V6#NhZep6%(y&T4%V{wGaCD$DbW$Q0u319V%TG2ZNVkdA7--
z3J#wNJ}$(y6xt|(5%Pu0WPKY7elXT`AgMF*IebNG#^w5m!$6iQW;#AT{0hl3&5d5)
z7gA%C<9!4dJ<2v4Ggo`SIukNd6@b{z<|?VKE_Ihs2r<4{<z4}S7^|wv)9V<6AdXx_
zGXwPl#h$I6<npas2vd_#2`IqTKB{79*cDx~v6u%2OW1*4ZA_j-FG8d`qc_FJe@~G}
zH*{o%k}~TuM61l84sl)qp^$~A3rs^U<7|=v&29epire-(wQ9EA#A7a9Qb731YZ(2b
zsfvdniNcX(BvzAY3_$&Quj_+DG->9Wab(WS$V=!jXO(x1QH^17o0Xy#tOWDVb3Psf
zTaBJfTiah`a<H(0Whfead5H4jzu6{vH!0a=@BDN}^duR%-5Q5o_^h$^YIjkHz^{0R
zS&-EP&XsY$fGO2i$g)YhCN7bJrgv`11p8MP%zES>6WFw@Q*MiU`G#zw%(}~6QLDn%
zG~YI9j9YP^7E^F~@RKi2pth2sNP?XuZNwy9ivjjI^)DEYsLjT4*&SYKmxxk2!?buC
zkktvcgBUe!aZxbdC-q~>T*dDtGKL11yl4qB_S11N)-n7t$%m_K9csfLI2jLh_=S!u
zpl%+HfOo2ykXy%G89$oLeXw{dq0mMcNS@)kjs@Ee$XGd}vEEo*{n_f!f&78I|0lEU
zgohHRk<P7by_fSP%_^_DO2;xgw8eKa>>V-j*2E%+vH6aK#l)ai+Q*DU@2n>=_=`Vy
zh2+<M>>z0SNYxZZ9yGN-U%Pv9ri>+L(~^M&l4Z?jI|eo6;rB@E9jhN~bK*A){+>1`
z7~M7bkAlz-sQ7#u#3Ds{DJsiT=lA`gQKMM#Hz^C}Zd6Wv>&M5}?iIYt;P37hG?xri
zlS@d^yQ3B1+Du5o_0gP6oHW;R$vJto2LL#lL*m3$J`4;zZUw;CMN3T%c2+ZdhF3Pg
zdhN!K%s{wMwF@DS#fQUE4{P=@XF_A+vc6~?Dt7iI3kfLfAu<jSp8!&=5U+fQ+t4)D
zjC|NI<i7)-V3{cmIvqhI>-u_wp|udH_|Bbi7q2-FTvdfUJlVcReBRI{+nscGNUXZL
zw$>}DZ~7eg4)gfKy8BYl1=P1J4Tn1}W_O*=?$Cplwct2QikokRsmySJ**Qg^BxpU0
z7eggdd<ia>0n(s<@&S&TtY&x}`oNbt$L`BkVfN=k!7N)esT64)*1qh43CL*=H}<!v
zYvIg;-fFS+mwtVk*FFgl&KfoYyYyzTO;m`EHoAI;Ph34$&7D3CExm@12??^=;HZK7
zlOrw+z0nu%Y5DU-Zj^$0;;TyvD(2QHs5_&{4JWsOVce?s%CbK{OdzghzH0}hW&~ft
z(jcSs%rHT}1*D+2z5veLq<cSFtm*~f@igfQeg3uKqwJ-$$EMz@pl@B>v~q%xo60N6
z`IiWdsv}h2&+PoEWaTxoaC>x>VM4?NejA{S+xy7%BA6p}tQ~^ScuM=EWaD4rwCyF!
zQS){u-h3MLd=HAkSs}M9gIhmObq*K@1eSLMq~9+CCIK?Dk@;|6KYBl8P~fj`17vuu
zXMP(V=noY8)SBmoD8}vtN=VwbPuT7t+^x=p@WB{EH0;jgq{Wo-FqcWzScSwLk>kGB
z8HZRA+{BsIGxrdYct7nqdHJ0i9nj#RD9#;8;?c2`3&h0*Q0M}~#n@mQhFDH!;sC9s
z+xKLK74x1wx)v+$;R&TA4i?C<MSJhI(65>_#?SzD^lFhSq(kma855>w^(M-(lrbc^
zJ>GF2R+YdV*eiUM+oSQ_Je5@U;6bMI*i0NjRzsLWAvE!U<&B)@O!A(o_rK|@`gxXy
zo|Rsvelm?siQ|bFUh*MQ`_4F!{xnMs&#R)pI5#h1SPKi+39t+n5W36V#eWn9|HEok
zqlwM^ZfH_0PI=Q%pR_O9c~9x)z@?7IltLKOX$QC(S+mrk6wwJ<u#@*^7@q<Z9ZF^z
z<5D(nl|Mm3uLH&N!^*`eU7k2C-~5k){*QOeKkJ2^W7hEe_GNG7K6GUxuAj8$FW0Vv
z!P$x!hq1DL8MO5`SN^>uSJ!|*d?i>^M2Ux+{5}3#yE&4vDO{_)4Rh^nT-b~*_B}bK
z$9}VX4kZHEp^RFGre>2$>f&Tz1~mSq(eF-}iFhxXrRd?3RM?R8T;~X@&=VFz+PXpm
zCY>Q5nk`nr`E6UeaU``-Tl`J51*;>Hfz7uxa*kEwS}3YtK`rIPWnf2j=gF|)(&^`_
z(hWhF!wbEq*>kF2|Czkp;oq&2#gC>ZQOaTy0IRCIj$_08xr*w%5^uR*FULJiRHYf|
zpbA^B2l)SMyy6H$LhxBoI^x+a9r{MpnW_!6{v}c%Z`jzcwiP%g(<>gHoGJtqHpyTp
zRt)Sm{iY}rWTXG1L;nZ8l%YGSz6vkVBDXQ}-KVYuI|kURjU+)>VUFTcAWH{zg8O_B
zND?FwpJTvfkd(cW{WB$VQen^3&)a+no}^nEkf2Ly5z~Rxuo=Q&5LH%kbLG2sz0s*#
zR~&M8mmy@B_4AuP{x$k*&KJ)@pZkIhb~<5hw-nj}s_f;Rr_OAryvmxEJ6+RG%{9QV
z($m^9g(F*ci5lpA*x>tw4E&RcaaGtC!+r%wUQ(7PPFZKyX=dGa{Uapd4>~m<?}UB?
z2Q5Xq^Yz@i9}7TMXYz|~#;F^Lo)g$Ee!#!*?D$>P2j<zxTa+*k>>&9h{n6d&^S_FB
zWq%7N`i>Js{P_LEkCLAW%r#|zhzz%_C5uT7#sa6N2TB)3hlS>J(t4-g2S|SK(+G9o
zMGLCJxOM8xXa9VEQ@F_CHSz4V1h<=abbTapKQ>G>Xo@%kb0dW{nRQj!zSzlrI64iy
zn!?VA7HV9a^v@gfE7}IcOs~ejA9zcl<o)H(SNIkJN8GR;M%#H<%UN>THg4%|d`+;J
zO%3`ifhEK{XksF@Ai!@{$9B*qi0lSBIuD%epE@-@;_3mgxnT8m%_`ITy{+Vhn)U>5
z?`E(QaUhVL*EC@e86Te)HN}q1JhHR_R!P|DIBnr8Dm86ggtY*vxP`e?My>~+*6oaz
zZaheHHz*|t{m`yoY7Z@g&5S}y5$h7&(Zn7ZcOl5Z^BDSxojea`X|6Y&^$~_wTRE4j
zME`91rWf~s4WRPjH9OcS6&1a=Yz}bDtid$Dw+-~Zk*A6FW=Ht1O`RKC;#?TZgd)b!
zgu1_>GyVvXS~J-iJfunt&LcdY2PLceW2XKX23F!kJ@(Y{l7O~QN(<-$oxVO}&e)iK
zw`$@$M!st@z7gH}aq0Vp1!Xy1u}@_I!L>&7a?>$RIy*_KFY6qS!&<E^@#9l=7*;sb
zxTW5UhgKjUu-(@p&zMFQ);#Dkq5mYHMb8(5w)Ab!4tD$$py=-I?^2kwRm1IW3~cjk
z!CTB&TQ{${Ng)WuWZ)!gb!KY}kk|cWzJDtK7s4iTT{#TL9Ehwg*Prd-Rdfw7$Zb`k
z0jVf>bKacN*G|+1XVm1}mSE`>**mFe=(xRxz0z$ir_ZbAhBYllAv86Nb0IPTM;Sy#
zLD%{$$M);=n_GOF??mXDLK*H4AZtHFF%>tya%f&Sg)ryl$|@xm%`EY8hyQHQ5InCM
zbyU{RPmhi3rlwGM`1oox{T~H<3Cg8c4&&WRxtjh<o<<lwf-O&YR1KWn&$)5b37$AQ
zQ%la-`EWGSnk(3IoBP?m(z3f!q>^e&q~3k(crE(JK=6=1cYq#uuG*YHP3y~U=boiS
z9xAgHJ6d_3-JskzDK^GijpfUIX9WHa`DY0gwr5{oehw9BaUpzE9Dbie^=7vJGh+(h
zraCiqEXQNUw-isb859Xmei|92$h__fx<-4KvgPU-)aQp#K2l)*GL_Ep$f^0w#~0~u
zEtS5gnX<Ba;zz%Yc9x!p{hO1K?Nq#%A6~v*#oLfiCGymBH0bbaj)(^JrAmGfb7G>a
zppz(VWH%k}>l7wGrl$_gOpk%5=T9!e#*K{L>h~`To$_>3-|I0=Pk!q*`j@xj>9Osn
z2ofMWIh?HW-HqHJbG<wEO4`t(-u&v~&P34}>Ur03w&B-ys<Hnl{tUf|Xt?4@jiwaw
zCcUY$O}&(v>WH13`FoyFp-(R8__^!E?Zoj;MwDaVknjEVS&=7u>T4p?mGW7r)c+_3
zRL`Y1cYxITvP$!UkEuuRwS7^eo&B?S`>hjI|J&<pv3!@B$BTdt3JU41Zsi#OL>a=)
z8+!EJ{6C5Vc3uYl1y&ZasNZ?_Z;I~kWNz`eg8wKqn5A=;MHGL(VE+1xdiPmA$H0C3
ze#+;2E6@H22)cE1#PR+6kD^-S@zH$_dX>)5&*AbfMsi2OFV!Evy-wR2l#HX%4iM5^
z&!>tlx@*#-&$a7!<NJQ|-J3+(7O(En<?AlYISbsWMNZPHe-6_{oxUjLYoExdo9=L}
zUYDjwZ&wTcb=&>j%J-9`XCCiHyY6#rR0app-v4<or=O}N?w9(16iJ2GO!q&&R@r(X
z7$Mj-sj<q@!^p>Q%6Qkwy|A0RPvolKTr}UE7)NjpiW^<<8O^5+Ouck64!LSguPvz&
zW4V(O?<kF!_(;d4%AWt4x(c<uPG8d4|1*Dol`=b3mX^Zld#e&N50;vPi@h!BLw_Vz
zUu{<P=bv4^=F5oW{PxIYW4Z17zcx~OXtQm@HyJLYL;oyjpKspzsBt+kAfwxpCPWcZ
zxaoU+Y~YvQXEJ^@{Ojx1C264?=@X@E+Am(sGRLNOF>ak4R(0k0Y<x3)bKz&AKXAYl
zw!Y^1JyG{>AqC~3=ss8OXoH~AAKF;wei=ta5e2HC1D?aP^xNHk@&{BLDc-66zP|pm
zXTyXulxk%%<lkQIi@3;Hs=|Y~D;4JppI5WLj5Y;sTuKYPc(?WsFd=lGkH|55*Llx0
zeVs8?Ha)+PL-f&|F1LKo7gdY|U%|(By6Q<QYwCB}b9TP*&t!$1;?o!+{8nXD0&_p=
z71s4Xlb&4-T<+8tid9oFVrC2~X;|>E1wGROHoMWdV%x@zjjl1J1+#scJa~UwE=K5&
z5LK@Q=*q$QT&g3y)*!}UYDV8f-(YI$hCZul`MalP?sV7GDRRtYE5j)heOFf2W+;>$
z@p@jZb~lY#1^18Mvo-Ub!O9sL?ff&agy8VfDi(@oN<Ut|0X2?$sY50<<6FM)&7&l>
zdL<0r8#tiNA1FR0&<ppz_)yCYChoULV8hKiw$0zuxz(7(L(M2|iXRau>h8V>uC*y#
z<574YIwIOq)SUD7$(@;~$8Sg}^m3DLk_)Jw)CvWfKZ(A)r7Fp0<x~Q#AVQoPGKI1|
zGN_0|CM&L^KI+@u-?LViUK_%DrJynxl!5K!>rAl$QS260k7<3NPvbGK`+beaDzSu{
zE0;F&vI4%e`9FUC)OAi@jww=uSAXa0e&hC}@yX#@6=3DM$<6tF>Yj+l_hl1(t{kqh
zTpY63M5&z_4whrJd0Lbf(xfl?OiV*Vs7?P3zWVN|F*@%TOTqkj#e%!JkBawIN|(JI
z(ZdUs8Ixz5_gciPS**CYoBDlPrqGuj4WT`ugLGLW$?5|pu%f(EmYULjBK&2^(=+I&
zhHQ&!BBjAGi)Mz<HT7Qoc|oV7ACa<~)I4Qwv%egru`l!@Kfn0VbHY0srTl8G+M}vJ
z_?3O6jZX>Q`te2QPcouL*I0g`!r#T=z!vQW=Zm;H^*%O;<FUL(fwhynoF=5$oVh3&
zL_{}cYF1{tzYk73)KR}dU1Y|u{$7ycz=`p4><S;DBuZ}1p=wC)9a#>>5hm&BVOnBD
z>MJ!c{vnZ;^isRIxNg1jr2$2p5Hj?11iBEQHXkV3v)1+cV*T3PZlN^Q#GIv@%Us=G
z?)r6E*?C(TmS&$WmTe$`*L1!PJwOIOyA__~70vx`z?`Y<)(w;3H&Me6pm_|l0J-cB
zESa1>*d2hBXt^Y*GH9tn*SS2oG0ML@jfs_lGYk<byZq}{ol%-2gDCYMo^q3ehIBP*
zpLVC+7ynW4CsGK?P>42s6q&SqYH(Fl%z<Z5RNL}sz}#gt-WK2F)u%}0{t~-tq8svW
z{IkX~m1w7owjNy(E=SO*DD2%A8SQ^td_U7$D1N+Bdv+o?@E=9IYhYi`4e(DVA(#N4
zWB9jEKe!V$GyYQZGIvt`qSj!Jz5HuYdg&{>dt3K~)BV3AKYg^j@9i@SD5wej*q==m
zk>2ULFjf=p5@Y`~NZcRlwB9o4DpyvY3T<%fnubM8F#1az{p&JZzqApiY50WiBU~t(
zyIZSy4Ykwhu=o;BPi>Lkgm2=wPO=SD1%AD=aHHv#v(SoCtJlL%KkgCseiq=voSteb
zxX1faL1xcZS07{79i|?Ou6+q7mWJVD>EiCq*HjDhw@^z4*tFm16gf$0A{W^|Y5@#C
z^;dE(E3E_!nb<4I^6_c-oT+A%II7m=`G6>7V2hO+=HGmIzN&w^t#;GuTWH|nb?QG{
z>0N}twbqN=zYqVunfzR`F;X^ZD}CN^Zn+JUss;o)>{y}8Z0bAas`udh@nHDx<fTDy
zK#lSBe?}juS*n?znEw5PXIpfsRMIFX1R(Ovh=l>}Qqsn@(KZ2%Y03Xlcy!I%!+Wm9
zEL7<@O>cEDVe{T#nYi_LY+)_`EJF2vTW2UD$w~)LkO{niBUs;tab@ZtOl%yAuS9uU
zg@e62tfv=ia}E8Qp|C25=aKNu!s5d8vb~VgVKR(B(y@EmcF~;QRLWSgE*djquA}ap
z!=}r?w<^R=cUL`m!ZS8D*~Dw~%~N%({`LxM1EdB9FIZ`kIn%evDk!+!9+x52Q9#kH
z7P^2(->&%7d~2%B;Ad)5mUwn_pu`2UxT2Y8-8FbsIK!!T#MSxXuHAa)PME6sn{iIx
z^ZFozMJ;OyHoFS8ONd8pm1RQPlR+eKm<Ac;jBTv?NQx&Nn`QA5y4V(a8lb~r{e{mU
zp4JA|$kXAW0>c34zMcV6;!?#D?1#@ZuD}-6JZ$*nU+cb(``D`m>-=bSw^Ls6OINR{
zWLr=v2F0!b_a$={f&2tcQ4r+66ew2?`eJj+(Xp~*WA?%EF20rAw`lw8g)k-MQh7;b
zR$N6V$;&SE*~M$$@G8Rvhjw=bxxAAqQWEP(|M`rRs@@NJVA>!6I0-`4JXBGScAysl
zW|T-|)X`ZV_(5R|(BPjR()5!)dG<e8TG6RJ%EMWS+%rl~!-46!>q?{T1~R3M`W{{X
zMHwq{tG6xixl|a3r)r_+^d)9tK?O|cZ5}jrt*?}7u}HmLuR<13PO#$0y67=v8%|F)
z{)#r(5K32Sm!&g!uXm!Ss>Cs1Xeu03;fMX*lpSE0nUam@+;MLQ`+F6Yw2m*JrX|i0
zv;=fju~+TPDb|L*#;Zo(oLcOjVE=y<*AafJ@xz0u!5f-w4=)*}0^2bg*r3F{M#%70
zJ0K39S?j_HE0_DGYNf3(23~*A$cCX|A}FTx9pBF#=T4neREFtQZ$HdbIHQ;MYyx>C
z8AG6LU`YU3B}fvl$c2KHmZEAM_wMAS10O8t$Sb?)IBtVk=zdj+g)4g~MGRcZ55lAj
zJur)&rDp`V{0iVRi??zbIRrKYmrQEWjFMaYA(#HzHj@}7CWD<|?o~~_<qu(_Bl9Ou
zgaw6kAVsBqI#v#pu_dyo#JI>-A@@I`M}FLJ?K8LJwh}N-_Pq!F)8eu093pj;oA9y2
zkiSVGE4uf}>jZXkrOeG~b=}j2t?_4_cyckdK%QG2>X~!M<;h9<ylDI_t_TsZE)9wp
zksK-d+cljX5t|VGvC*OVySSvB!;c+*$n_#ty3Sd7)y}Nhg!f2Eq6AUQ18|c@n-*g3
zb+@_3aPDH_?`73wR*1rfi8G}cx#4&+$VYJ~GOnW4&K?e`ahZngSiZyBI(8hfEmgy2
z^bIne8`|gP&!cNviD1k(bBG5|8>Aj?vH-AFoFM^cfRmCnUabd2V$b!jYSCkNv&NY5
ztWp;IH{Ux)G8yIa6`m%JZa;dw(^r@TewzB4RrHOnpz?|GmElpkN0|&eG0AO);Lseh
z+B*-5d8hLObo?9RL@e+2YO{&m?|S6DYz(O$Cd>dv$hq>XsGCEZ8@QRwGzl5@g>OND
zJ)lUNo%H=?a&EH*&V)6|ZOU5Wq}Tk*{Jm=0uAI$FhKljPkly(C#$#mNG;XkuoV<`*
zWelz11Rn(iL!t5Pb}cnanGJ*_V?U5k){fPpCPCEfLcy==KMKw~ml-|ih}HC@1yJSG
z1qyBfE*$lKt;rN<otS7{gA1hX=uZqo-3n>~D*n*j66fddyQD4dy0aha5f+9%_rz@j
zKWC*|gWMbs!+bY!0<*zaev{-puVtb*wL--2k6NZIkF(W2qNTWTPwLj;!s{v#69|6g
zyysR>A8$oT``pUvHUJ`uQm(QRot0!z<+wDeDYl@M^nta8Qr}o>VGFC8v%9K5C}<0K
zF_z{9{+uX25e?_VVb^+Rd}xB-nKQ>evTht_<mnp{{k*6t<Qr)pdlb=FKi}l00O(ic
zk5WycuA^BIr}1CB?dZhXc{kpLdqpgW_Kv-PrIC!yI0fV+Vv#Y~2=OCYr&wHgC@Jt)
z-^{m^K3;$v8aDw0`QmM%B%cOw{iLai?q%bpRlAnL5QcSrsv4XXPrwBh=sbhVd-BI1
zd}1<ejz{}ugq2h()wnU(a=aa83;{N?A^N9mSVL4QJh3WoL0;%jU}Vid*BL#7wGtBC
z<rR_#KvN-<$}a>rEwJm{c-1%kc_TXeb1QchdOYiF6QlFKWdp;I{uw+s$=;hszxh$v
zc&c$Qp39t68ib3^;4lbgOMZL-3I%jkoXR4PrK<84PN(+?^ko~(;mw<jlgdHs*3esU
z<}dAjSgbu<ff(F^+_42|7HTzbR|izMWXAY+R5ZJI#|;;R_(DzSwxX>#@;|>ee^aJZ
z%n?O5Y$=xhzC3L-elcM5#}1=d%7%6bBR>^-m#6T4@2taBc%P~%<dwS>Nued>WpG=d
zw?b}H#w~Gw9woOtEC4bf$^vA{P1I#QgEFqUd^GytUjwp8UkTI*b=)?wn1i0et@{U)
z1Z%}=;9;fnXrz4Jp8$?Ymc%I;EZ(uSyu1>e*g7;KbLpZPW@8TTxmze7`0bUvn%){$
z9%802o6J?=ZGcxKi-xpz`Bvf2eDkgpMF`FQMOKtGa=mjK#Fk&@ULK5YU3<`FWr3$S
zf;+4fW+M~;=Ds`ZDN$XqD2OBeqJ4r*7k)i`!{s}0PSTjBF|F6s2ii$M&a-bE9|Ipw
zn1RAwEY|8}ep6kmz+m&TS2TVd{MtXb`8Vz`Q11|&#g=63gxkLVVi|6gKEoN7*HIW>
zL4H+Hx4IGDVn<9u&IL8e)*@{JRyk{ZlaJN}QY)`^&f)gQyS%6?fcsDyn-r2Z!Qa#_
z@+4T6fq(!BNLWfRWbr4LSU^8T4Z5?Kn6YZ#ej)53g(hE>UBR3fRqp${MeZ$tvBKRn
zO@*z(Ir4y{uq5S8nZ8LS8@<F}l)&)ybqD=HZN+c+;CMrTf2=cSUC9OWLEG>mWvzdV
z<aQgZzBwE<ISuf4r+;>D0)ZY6sVk`}#zNWhP)9IDT8E?5tJ_rrBnNP!wivf2{8EpU
z9QmuV(d<Hg;aGKORkZMU`W801W7#{{E49<X_R5oRXpo=-p*rCVcK|_n&=ol9NlO|J
z*3Ky|DZ&JiIMgB<MEZMj!5b=Z@#u;`@ZduAw?pO`;JeMJA*9_L$|L=v$$SCWJ8Iz3
zUWVmtzl@)3k9R|Mi9n!CG@!5>t{8>sZ|t0B!RR>Q<-Sjs;)c)e{S|KVU2V}*Tit`$
zEq;DzYArIXJ1=*9;|{@}W<g-h;#fy{8+C-`?68E^8e2{mh?=VpTXnpd`&3seyvzN;
z-{R)e&+mlMF^_(px47-y-EMQMmi;IIRg}&&3p1)PZ>W2l2?v3s8Mu$4k0uGpgsVj3
zpbThf*t`wFH{rU_yywpL$&?-@cVZM&p=eU$Y9aZGAtS(=0;t2m=RzckT=V<={a3_=
zx;HP~(_0r~Xv~GI-+7TWbO{FK{396z8k&N7sMeddRULgD7XH2Fjl81V`p%d-w=UFN
zA-ZcE(U~aq!Q7UnDhR56@K{vN|Eh<)y!P@}ZylUgL@8-#6Z1#pA<(+e!7p0}xHCB4
zp_4T=O#fnWsgy7bgA%2}GZjIqtXDZQ39^->4r~IAjQ)?p+6Cjf{P*cHGcWxzL)Wc^
z?dq+4#UM~AEL$xEI{!aY=l#z1ANFn4)@rM2*J{n$s#Z~Z@0Hl0tr|h>QEHT;M$MYB
zS4c?IND!;lqBcoTiBX$qw2D@(@8dq6`-l5q$Z>qG<I44Zo#!hr(}Ik&d4_4kD^zs)
zy_HdHaB1woIg4|m%u09Nxfu9*x{su==|nf1aEwU1&6y+F#UTn9qZG?1Us8XZ*wpT|
zXf}d{$XJZ2YwemaEAXWu>wHSM=2eX2e;TKuuOl`>+ZT|4w6Huz)W{#W8Hl;G$DS-T
z{)1j*e8@}HlAqsoU~{3*yk|nf6qUd8-KjoQ>%;w93192gP`g0A;QB0BcA}M`Pj)%a
zsG(`f0O0eChbC|-?5S=|re-35<=UtFV#d~2=(1a=H2JBn(SzvD{Cc_n-59y|xvNM?
z+H%{BD^9O5#C`Usoq?Gfs?(m6P_odX9NE}xC$MbWaNVP_&xgAqFSC-~o!m7(*p3TA
z_uEl241$$b!=W0tup)gHLDf3Me~^YYK4`3|We-w1vbG_nsAF5jB%Lj+xv>T}s|2C*
zK4}9iAlW7I_SUrOirbFhq}kd&{O`Y6_fj)g+Lrq@KHXDNPM92cFi;>T-XP;>+YROo
zo?sX^tC6-#8*FR^cO3yornTzi$?C>sqxB8m;JY0ck$Bd3AW<@V`yOlfE5)5-l`{v?
z2%BH&zy6N+$n?(*Y$>0|IDmVUfGFjN;gMS=brO4FX>6D`AnE)q-&p{>)*RYaeV~ie
z@D5zBtmRIHLnLbZfZr|d^O#(=4H)XNch2~{a;6ujj9A}6v`dh}mO`*JMu!Mpz*|-M
zd@J{S%bN_6^e~s<;Ymo))X1ZUA~!_tpOeMe1UhtwuO@#zy59M<waUNh`|uriJ)4r7
zw2E|8I_VLkzpi}PNx!#GyFWgf@l0SSsA~G;r`Z&0|93s2svbL!w(UVbUPNq~*x4@B
z5HRQRzwda~A*xXw(lhqwPU4l#sEzhmj<f;X@P6WPC|M(s5?g%;ipB%I)9EXZRP#r}
z;J8SW^Qp@h{Ge*PS$kd&L=_sw-9VrjE2zp?$8vAnx)b^)+&_~$hReBmy8G)HuvaD`
zaJ<)sFn{R!FeD#4Tfk=@%r)$)-6dT-bAmUiH6|#go`{R<+TtAky{2@o#b7?***H`X
z3DZ`KJ3DwYitAu-E>Fs_I<B1N<RII*aoW~LvFNz}Qd8aMd>Ad2KUBYWS&|Do3U4PB
zG*Z~1X{8c*hgfE!w~y`a->2iyM9C-lQ#nhn(zYXzTId#YS8SkWi{-mKH?A%=3z^oV
zD${rrM;7pb6u~md^6N=95fPk9U0)SVZg9S0RH5WCt%H>arESw|&XZlzDlJr^n6EFk
zN*1)KM8AfKC%-Na2)6E3jG^gOlkB^3kA>J?+Q$=mHo1=d7t`YenIe=_;0`%%oMQdr
z!cVx^U~{2}$dS}`@OA&;w&FYn#J9Q#?>109B{FBYP2+0cJ2To*|2RKKFNWQ)hFLCD
z1_cF|fa0)9j&@EE$?4sO+S&a4e+U-OMx0{T8?In$1bI;ygzG<YDZ{Dc@A$Vb_6c=@
ze0usOw=SeRr++Pv_pn4x@zga3UE(Ic=Pc(T;dTm?KL>UmwOFq#oH)vFD(Lt4Gc&((
zklx_9`Gz_Y>(r!_+5j0?&TS!;1^pdb{wT3Jw=%hcU-5zF_TAx`-k3;lu?bGy3pp2o
z5ft;i_ZqPFZ9%*}Q{Vh0svG{rVCAQ}59If3A1)80)(2SF2;%U8B5ZWvkCsq2r}nTv
ze7`WR3ht2R*Dr+c(uFtkwjhxmwN9PabrB4&>2IL5BpJT`xxQHI)tvwCF<LeY*qsnm
zUy{D|RjhPWxJbM?`{|6Xt?qwRxnc$Zwhw7^Hy%BEXP|$k5oEI3wV%JaSFnkCzbPIO
zKEY=(ubfsbsf6Hr7L*U$57X;11`i&2)Z;S*P05xNRDADGn@iswi#N*cK;l(FmpfbR
zxC3X^nN#eo*tfUi((nA54_G%(?H1XJI*yw<<Ura)%|t?fZM5J4#c_T~(8bW+S<4US
zgT0elWT3V68_Q8%g>)6H6GV^k+5Yvht<L7-iJ+O~1es*yy}G=K%(s!qd!Vsb!qpZB
z%=6Xq8wx{C<S<EMP|=9WE}Q!%tYt_W+67ejYJ(#Xx{QE9%^<jygKze6-I-|A^WSnS
z41dRDQe5AqqQdMCJr&ycnx>$7Q3zb57lEu&Jkx^XMt06Og>zgN&RV=IvxBU26ln8y
zSQ4CKf(~Fml~p~hSCm`xJv!}@eT01+_lF%b%0SUon-1OSEhz<F6FmHyBUt`NU|NWt
zmFZ~FLq8!Ymx`tOL34VW#~@Z_I>Gv6De?O+tet;+%_i0037Qjmrq>0rKtcNC2h_<|
zjMZOsMTtgf&qug<Z}EmpHqqwKb(w@;PDUfA7ajbz;o9uuBd8gFEO3dE+a$m0eK%|i
zQf<<<2!tHj)cR#Ux%>0oI+GR)_hbOwoAdqhy5*$4FR?2IT2V4VTe(~Z)&z~v+6|8)
z{7DK%ezvOHVWA$5Q{0XA3CUA@C52lIs^aG-U}qdHS9y)E=+xUA$oDc|@OG;0KiJQ1
zl2@-r&vcGTEcV&$s_~n6g;DBQ%zQh%M{gen0>D7Gb|K4Y$EFM$B@-)`gONk#RA`<`
zV*LSE&}fBp%Kb&{(hu-%dbC6DwT7bmnpNxH^=7E!Zo1P2J$O&Y38&YUXsJT|6I3dV
z(73r%{I~_NU){!u)p{^?C0MA)>4e-<ocBq3*kzuUYVo-^4ZpSY-d{=PReV+zqt<(j
zhpHzF(Jl74y$duG;#bpo)K+iuCYYAql2l(8{Mzkq$>H)o-<i7Pe^j*S6DRBKbO&JU
zv?CD%Tek4QesJpgCT-Sk16b4;qvg{J?HMr!CXt;3fNzPRGD5<>WlxkMjv-t5<x^o9
zUe5n~;M`M6yP;A`Gw{MX4@?ql-pLp`61gFe@|O&UJHrB=+-t0JuTdhP#l&dSG8<c+
zUo(h8pI44$tk&_fQj8xzdUlj>GblNBv2f+}(iP@i2j|ew?B~VGG(WA)Xc46}13^Jb
zR(AB9#tqM5@Ym+eH+B5)sGWT`)snq-Q*p3VXS{NdkjD>ZFiyC0?WU*uRjT;Fg|Bxw
zIavgBC!YpsWpjRwYdhU<lHvf87DNN`aE+Hjs^uBN{9_5tv2roa`<%R1gI^$nOWMv5
zt-%rtM?gvZ`{rwgW!bbHkNJf(F^~OT+=?T-`S*66e=3qL`1VV%gRwVt94zUkKkdVN
zpYx-@xtTHFzxZ8w$3*o|$fB?1<+J<xsuqB9%vAWJ+rI_7UtBqpD|-A!MDf$lg^4eQ
zt8Ah|MwfSB(~ol9SKfJqk%Flh)!7aaj_v2{zhbKHdw$Bhs<E&2HJe-a=88fFd?3eA
zjGEEB|H0K@DvvAgn=>AfRWF&aWl>4?8==ul`@smm)Wyp;WmP+ngZ0kC83j2p>E0DX
zt8LAkY$3V_8M#reXLq;#FQa@hMm`Wb0~^p7uUUPgf3SkDEdlk8C@!gzac)z$&0?EW
z+SXk@A_l+LVFiO$wqSFShzgt~woRAWs^zIoeQPbwFWd0?9SYl57UhRt0^F5D5178+
zl?|Lv`6FvGgbs4Q*$v&&LWr@}saqS4)+1hvNU!P%JO@#90V?i;*Gyev&cJ8P2OOF)
zd@8i7)sEi0sy@%tK=#UUqvJxe1$8h2+icm>1^JDnbkY){8i}ayngS5T8lh#QzDOO`
z!w?0u0_HTG7dW!=!Vdrb9``cMUzF|?k@m?yz-B!`MY{;$v?$Vyw;S2o^#fxbbHlnE
zmOTE2bz(LyK0gg)C+TpokwJPec_M_+-eXfo30;Ueu9&@->^j)qAA0+9M#8Z`+x$OJ
zV;f^?Y(eDa${6K|)8!@yx)?lyi&n!gGDOl(6XQqq8v>ewP#HP+ORhl9-%8E=)M4oR
zjTal3to3_phcfC?j@tPf!xu5+bK#d*Z<>07S5t`XsWMPbiA}hnOA)K2QDa>3Z+3gT
zCo+vhfSmlC6LT80<>zpc)pBU3uw}RIDbtu$uC7xyX8msk=d(SuT3L%XQxwSUqJ3J3
zf@ZQ=0Z(oGITSvII~{p~MvSpRGfE62YG(4lV4gtVetSxg1cEe+_x0Gz0wg1XN<Y57
z4L<s!-|_ZW(deG{fuLEGE_nnodfq=i;?u)6o1bx{;|dsX$?x)hRaPEUZQ=r0y@-TP
zhM1`;U``x`r>3kQLv!b>@c7=5us4i`WG2u1YyQFaIhkWlljVl``tICIjtTiaw|{?Q
zOI)2NBE9mkH~Ban&-K7iWN)^-h0GPHa-(MzF}A3HgVi__L2AIFafLt=g+J|nzTd==
zdAH=xF}-=%5|-75?{A9l(dQB!|D!_6V9o>U(4@RPRu$CeI%#&FP$`=U@v8jgPzdmE
zD%Xw6Y8KR*iQWMrrUBgGy{rkQ<eB)~BTBftUIs@+6J9*GdryPgpBe)MtpK>I7DX(~
zS6n^iA$_~Z8RZ$-Qv-ny@cE>hZXtd{m}HsMrG-Ku*1OB1z5Qb<s`K1Fff_aLo>*m=
zM1~_8fQ*%T);vzILTaNcXAP!@w^oCTzOcx3>=`A0vxw-lS+vB?A%CDP5hISTLfuAV
zGS)2o<O{^H!~iirawQOh?M!g;;jKsG0DVrHi6kDZl3z_XNt_%&P(jqNvWa2C3+usu
z{-Z)YM}b6j{1gD=Iwr7fpIO>UkqYD>2txMcwB|)22>HCq<}-SGN8Zgi=6tRgN?;8J
zpGQUQq%)KG2v@*#HCp%MwVM`P-Qx*s9l8Vun{8eE6&C+1sVcb)Zuf+)CapfTIvG&%
zddz%V_fK)<d(IkD1=)%FRM(mKs0HJ{_gf9OT#dUT>KTb)<CPN)0W_ju^;{J*dIqp|
zdk;7Pi`8e~*7Pon1W;<}4W+9}3&hz^zjrrO;n)i^ka6!%J%r+@KB))197HM^OXNwg
zVaNz?qDnrFq6XxqXjoW|Y*o&>LVO^zxmu#3Xk<IJyRZ>+kdU~hV6UfIin4&|(JRj-
z1NOw!N&wSidQ&Ur6jM%SI=b~Ptl#&~@Bq#`OdoGWk9NH)pr)bXdA;@OJ}1vxo+O2@
z>$1qmOp`M+bdCBAb@5K_dbDE*^3_=%A+r2^!LK7VET-HBv2?c+d?VBmyyyt(!49<S
z_&6Qz*0ckymVNxtBKbY$PR*|UX)A6;8p(Y^dyzj2WADZ?N5<Oh@PdNzKXw*{$Hk$%
zPfD2v%N4IV?y<LeL}S_gZZ5jCPuq(@!{&|L+wu^I=CoZ!GleZ8BGL|Md<49HeVi2-
zlDAWd#Ya(k{?>bQBkJ@(TqR%yU*SJaPHhvC@+Vio^AK;Nqwq)nQL&Up3||CAssEPw
z?y4DNp@*K>HLHT2dzt0$K!8m}9EiSQC;TNcmY2`}ytUez4SRI5x9G&i9`1#{?v6{E
zF>}`6oF}xs`D!F#y!;~DkE5vv1FoY<H)6jdE4wKlAKid4XVeT^ynj96nu3-bE23~q
zD#)DZ`#Sx-b(mPiox4MP?E>EujpU25-l;Df1SLZz=x(O!QBq;s@hFxc@xpSz(AZ(q
z!(P@{YX4Lz_mR`+%U7YEpHN3v(*+7Uk^S(Z`uWOB5OL!&bAG9re%4@}7pRih5Xvp-
zRN|2m7KV_LdAQ5be&%r8aBxs|NealFH4>f_AKM&POw(^9>VH7>I){qn_u3<Y0J~QT
z1?xZm=)<prkZBT;k>9!!M=u!whUZxBx7uQC;JUEyJ<a>`$3YkT<#&{ldPQSIj+8#{
z<%H+`*#Z}KZ(~BkH~vP;nbjxue>qYO$4Z26vPrAj*u}u%-LCVUKpVSRJU$DnYL=(A
zL@2+farJN^**1$1%XC(U$F5m=wM&t)eT^YA(VIy-f$d$+YmBqgNllrqJ7AMspDINz
zpN4kZJfE{t#0)IKSI(k2A=ul6iIU!S<NMd%6YZn6gzh)&)@IcteWfdYpR#Qt!<%oj
zirs{zq(N4b{h4Z~gu{wsfiF`Awf?aL9ew4sGr4p)_`SDX7rUc-1z6H*KfpgmrTHU4
zQ&aYx-HOc0y_HPpJ(`lj&V%s0NbMbjXlL|`&KYp@^8vQmjB49yFqYNX@Al53rZj64
z!FGug{!FX}EKi+|eFZ7Sz5*%SQjL9te)8=&YtEHhW%)b)Jy9peQTtr030;;m-4<Ee
z<1zz_OMjFK#cYfFL6)I@iBJ;=n;TMorgT{^>250tITM;b-ReNQ(%`n`KNS0guj}~5
zTr7Jz(}~DTO&jHs`>2)p2Sy>J1Qs^Z9H$)e^Wn&7MIQ(Pb^w=}bKI@HeihjVl5dnx
zUDPkmlQB{kyr7HW=%ZV54^mzIkIKn=!ry0?^kndP#z92nfk{*cLD>n`#CljR1+J?4
zAYN5@3aR=t<JKOAkVJ=yw^;*S4mUzUYG#u^e;Do>uXo<BD~*=!+!QQ*jDCtw%Zuil
z_15Gu8mM>Y?bd5abiU?@$^qx;uohlr)zu}rdXQX*>H{tlT!USn6)#|%Y^imxt%Bl*
z?47&3izW`xda|l-?pMZL!?UCTKAC-|&VBN5c|~<!>sQg3Qm^ENP$-93+eI#VDfAY}
zid}&XmvYhoYib8=d;4rJ^pP6#p^*&S=?e=!dS>JPvSzqNh3i_|Va1%s$;UO*ks5iC
zWqtWP6H|6&&+c2vKCNo?=2e1w&xeK^>pCNxF|9yn+yGmnGoKjZMIAw#N_#;J;&O3$
zc{SlZ(^KaRbrn%|_!Yh{4Ck4d?FyaK-o;A0GNkjRZthaTImCI9)g8+^M+8FBf|c%P
z!VK$Sd*UqiI0y<|4(f@ayGPYsKFd?M8C|d@v2tpt)Fj{j2$jo@A44kpnIqeXX65GH
zX*QWIU~w_2AH`_1f7oJ2UVkfr-ev2VlMHA^#%J=YY@oX!X<60kK3vS-MDMeF+dT8F
za%6v1NQr<nv1lz@P%~-;ujCG>wX``ad`-n90aMi2>5BAy^P)@hLv>X(Q&x{O{f<oS
z^;m(~t@NDEXZN4ZLeougZ>f!1R2cfavA^kH#jyJym{JS-`}o!GZ6CcIR1#6(-_no`
zl>%0(K-XX(3>YiL`_#;FN34zVCm#zBfrfrT?t1TX`^D#x0d1^n=sa-KODA!u`5xCt
z5x0Nw`?vot!m7Ku%+<4AV5sxbZf#z2sUZ&0kyvahMapnK(3WWwaCo>?%ewL6+&R)<
zKYTOdnC&>DC1_~n@-A>zjeCOb^O|kKB*A^##l5+<#P()vQ;S<5jviZejXR;s*`e63
zL<t$fVyTG*;YlLyP-7DHB1$02_)LpT((l~_p61#r4OEf5LAO$yZ23nd6x4M7Ub9is
zKg#dS11eJbJBQf)O^nL|Dms{QMO`@CpDB=AIaD`oVWX(vCxvg@9eTZI^mvuTy|QY3
zIOjq}lq_{HkE4S&goZ+N6J@-AbU`edqTiFkMf!b7)!?$+sfX-`Y;!T7JJNf?RTZ1A
z>On0sb(?jznzfN>K)Pw685IHeJxT6W=%706IJ0r{=a(kgLkw)Hq-=|~$%OO+(*Qy$
zEwa6Y)qotO^TIj&WeC<V)L1?r8)1i$Ya`pjuz+>TIOoos)`&UqLn_0_;+3jhL}S}m
zGpQv?os^POtwhL<NiD&74=@wXDuMiPGIyZnQZJoTM{mbo+^4QA2!kV_sLgh1u~N*#
zHtE?VG#=$_iO?rx8>hXpqm?kJK=1IkeXzBqR?)sFQ-1J^@E?_Y?}Lb<`nC+rmW2}K
zB(m6SF_dkfixG>pY15X*jQZGOw#k<ZJgn&F_^hE>58*_9pzT4WZfeY+%RXkL$-{^G
z+lRa5A*U^)*erk1r_0R6bT<aFXbKgtQJMd}T7~s{9pU~%)!V?A@%>>Yak3`&w`O&K
z<3wf(<^}Sa&Ibz1Rm1#SC2^a5!rip8R&jTvZ;n1VYLdBl;{C6EjKSPtd(W;aekEGT
z_?6V}t;RdnxB@LbJEsE~V(|ykM=)zhrfml)ybmbV2K#nYDkU7c%%DLN*^ooLJf!&`
z!4Wu)B#r8suwCKasdL<ll`$oB^INm4br-Vg+Z5t?cAoVcb7<lK$Qrk;4FL5k*a<~w
z{IZIg>OQLN^w~WPiL7d{P}U2Ew=9Sg{#4>QPQpuSS=k%d#H=A^F6=C}49*QeE<K>Q
z_5w)hvARUw{*@6myQ)r!k%_PcR6!f59?=Ad)U>lA6~a2Loqgc>7kORF-prIx1%d5;
z5F`WU?HmX`+z@YaNbWHq{BitbSj<S)R)4fn5(6}U!Gq2Ud0z{#H9M|{8p=DThI!q6
zXb*6Z|9CTCP-SFAlBJ^L5Zggqa>;&mFSlcFJntL(YU8v}f_!Nw!--h6hhiSK*v>*&
zcx|DLHb_iGjv4K-GwB7@>DhKoR}c1HGW$I;7q)S}lre|!i^MELoKQGNRHpU39i$6r
z3lv!n_JHS<mpmt#?4q*2C?aYEv=?=cck>spTb@HAagl$=P@#x7=HNxZ(e+*;^7=FQ
z?aNZ@kW7uhr}oRZcNnLdE(Rf~|EQq$HhKJFbe0m!%h$V8!5Nl|Vx7~Yj^U_0=<JG>
zj{7DfRL|z!JgMC=#=6$l=UjEHZLQ#e--w>|HVN*iO}*gA?NcYX^>#oc_1KPpVRYP?
zuyZ8CQMS-%J<IXb4gcx<ViP;=Qb<=LiE<M5opdB&);yAjyoEnWudOMdzYj|l`&0=G
zb^FHj!_z-`UP+=d;v~I~$eVLrtRxbeqyJKu0q`HyeJhS6>AD}kL#f2i!-oW8(8-5!
zhdDiUf1<blqY81fy3?Xcf8#A!*f)1=!~C5mW(sXY(-z;LOqB(=L8qr)#n*Pt@7v(b
zlc5G>v0sUmZL|-L!XM%m`^y#`Y_xXm{bih`VY~Hyp%$~!sRKIUdfYM#-sRq<K!qzG
zl14o$Kb!AX7vE#SUM-GV-5Niz-o9`>pgFIRxoW0V=Vu1?+5N+6WpjxH-c~ype@JQ0
zcWv}QeQyybxsDPNdy_!Y{CxGtZ;q`t`@XpJ;3JPn`6)Qt6OgK33&3$#dJfxw<YiOq
z$81xp>rdMG!I9!vTMj<&-fUFGsF8NoG(3FXE+aa~#9Y=k^}^@(MrxXy^joR=Sz-h!
z$Id+Qs_Fk9AfL=mjJzH?@2Xu_bGG?BDGXM13wEk?Jm`^T5Bd~ZnH_`^TWhB{XKmMU
zeT^fk*dxxL230+$7n@IE0Z^kjdM6es`FyMM`uK^-XRqky8!6D}jIT87fPocydcV;D
z$u~25MFU?PbsmC>42xEw*vmmC_c36nDwUgNDwfXmc6WEzHwA?z?b=11I@g+}+U|u=
zb{NuHVmsBDt-hwQTiN^BmnW>JCT86<yl=UUZHWv~>7mCXvzJk?HpjW#C*|vCv*=OF
zopCK6v+40rKkt^ZA$uGJXcwE+&`R>+lxlUHHs<S-YE!cwQCTW)atdNu^(^n++X5C8
z6i{AL_=*V2I3ZhWV#uGus<34}EsxH{Sa|0&NeuNh7+>{I(VHdIO6RA7Wn16Qq0Ayr
z_d2a$467AVxe=*TUr#zq2Nd`W)-_gjSdr>|{KJN32Y7jNK5OsB$^uetiwyl*Dou1)
zDI=wJu1k8^l)D_lL;=Lo9CmEA%mH%c{FCSmmfZKUP-xw_E%NPkUYOaSQ5d|qh3Won
zUp7BX-4sa=&D2*dsMvMw+YK=i_Nu?!RX^V)Tz=N`S!()NP^#Fx^LUo3S9rt8*lC5=
zj?kh=buEMa0c)?<vFNeuW|R28%&3{DX<SH{lVe*cs0H`=Z>dsrs2wy73Ew1VjhC&3
z{&Tk>!BJ8ol_p?KTd}sB0`|v;27`5~N1np}Kt8A`4yc3&qSxmJq@56xL<)(?C!~SM
zC=`-aiQOCiiS6bTK626;JEh>kLKdqP9KLti9n4yS+{~1c;!@2cVqr%C7x~j5>0OUW
zxFlf{ujku^hsL_>LojEP4Xz;F9rreD4%8oz#hjA)y>2Bq|H;HgDc&L2#L(77!mh!G
zVhiXCBjh`VOCBncbXIHRygP^kt_?vAD7RV1Qm-?p6Sb4QQUu*h=}G=<SXJt~)Hi>|
zZhHv&mE7DHQhE>R&K<)(*UeKrO*F)M$Kg$NAK6gRaQJ~F`J>yn-L~HyHIiG{*YgIG
z7VlBC*q9Td@4qM=;pNB|&i#@0<at)br=0ygN6|NR*Tve|bjdup*xNia$0JiJ22kh8
zt<-tQe^e9SK9GQ;yFim%0AcPe#f}Zrr8j3{r3gLgvalCO*<dfKC0p%mTQr1B$}3;_
zRZ#2uBx5FO%wh|wpLayKz1>?AgQ<;-$F^DtpQOHGLmikHBg)4kFWn9($%nAWIU#eY
ziJvJw+`r=gWNe6JYy@DZn`>=e)>Oj?yDd|W+q*J$`CQs1@HR378468>st^kZzo*(+
zbs8duyjg3G-E4y-R%KS-xM)m7syhpOcH6wt>@2!_Zw4DMJx%09laK(mkbc;TQAGVy
zl9vPGhTm8LpLL0oX>JFOP0C)idz#`8zUE8Gt#92?RYTk$J`^Nftu^ACk$<lR91HpY
z+Mm77{1|}(@V^tk@^(uiNXJ)fTmG9=+kaG$-a<+tX|{}1Tf<4I_IfS5#ytEg)g8aZ
zEajG?^(sSg$ta~*&Ck|10a+>(=U95};FjM06;uR%-?a`Ig`LCxJRg&BY}L1iOWCHC
zUQBEH3OBf4A_@V>wrlbUubYEAu7*@c(19_m2QfKnLLm`6#p|(xa}CNQ->I*c?X8iX
z0B<f5wn+(rm~*Ucp6v@@ZCvmRRm6%z5w`gsfeN=&jGb*Pb5*{pevh%MM)t=Tk3*Ve
z3;$gP%50I8L5;X%$j#w<{S`SuHyL?%)L)(HM_KF+D$6;Hh5fLVe#%Y3w&Yy)nYJ1j
zc|D&Gz}i^@pia@en^on%$sBN2d_h77IX7uJk|!|ALGaVk6j%B7{+*V_Q}w&m5?O$}
zFbUHyZ~Yn)%iaNO0<r=mi=;!R9qv5v3Vg`Z|AAF*wBTD=I<B4rY|=xTAcn0)nN0ZB
za5+rHRJ*yPaw*riiBc~qy-Usi^3=ll&Q}ACr-x}*0a|x76P}0OZd2$R(0HgW9Wq$4
zUM?B&n4-{sYGMF#vP_3)**O-Ql~MdVq`dvs!1zN}!fvBS613LO*?C82M<?1iP)$AM
za<PB4sUfo6nHanYO3E2^ih|=qW>u_$TU^B9j<w#$UBv^ZYM@v0s~v=?N-sUDqeLoc
zOjc4ZV#4rDc6&L27M-bhlqqi&TJ2_pn6z`eC<H;{=k%OjwGy86roO^dTpq7u5IL#P
zQYro$0rhQ3&Y^#B%VoU^y<(lu#x5L)hyD`iMBpkq5*xo22~w-JcHjh6#gjt4aPZw8
z%s27)J%zU0k@PyqY-5nJjyG_f%)I%C^kn{>MT74J@PI$JGlebiiK^$$8w2xP;6hr>
zNVajYehT#sHWqPLMA3+z=H~<@-!*qJ*~6m4mhL1Qob6~_vGMf0Nm`f3!}JXZI>}aq
zzf1I$3omYx&B_5@5QBT#dRT-KsLm&MJP%3Py_eRMwg~+7*QBcPM1@pybPI2JDX;BN
zg2NGhW=>+F+-S7H>;PNnjp3kL@>?B-==H1_mah;7UG@;rJwfSvJdsYi2d%E;R5M-&
zkZ)rvei|GtO{%aWO8<4_%6Q`xSR06mRq|*-Wg}A4YUC_`dBX~^)(>UkGZRtv!5aB?
zAh&TTUWb<`7ZeI(k2_zsnire%ti(9Fuo-zw2BBe1gpS!co2dTWU0v&w00w7<LmAcH
z2bVgK8z-u{P>nqJWg*i4Op>ZP!fvZ2al1jrE;Y<a{C_41v5qVbmJk<b|2>7yqs=`)
z^{!@{TIVdiTpFG)Hh83}pBlBVtXk?}b!$583rk4D7pGHWBeH0GbgRee195Gth3_`0
z2pT_6D^N}USIRC9^<12I2<o~2bb;6<@=P^yMD<Na#vXsS(7Ou9Ki%AaSARH|e2sGw
zJ*=uh@V16rb}&rZPk|!zMsBIqbcQ>P^WO1j#1s9^9YlTSPAQ1#SJA1j+=YdiFY!B&
z<6>mh2SrvL@FiNm;)}TQB$2??TFUeFxB`I#&pjFF3|a;T8=YEKwRnSU^y-LHf1N((
zPJX^Aoeg~;>MM<{z(VDvup^-zxKaa?(a(EPjayp-OWloIVWm^aXz)2OxWXg<`(8~;
zyFVKLjjQTIqm6hkB54Ek+Zcl!a(+%|+0f>@)drw``BM~J$~gii=}DCqt38SqvHJZ^
z)_l}Vq=H|}AC`BuhSv6V7WF5xv7M~`_kC^|%eO3YT}?M~6iDFwr@z&791reGWi%&n
z3!UqzO3aB1Q86gU4m6L^+~+Lp(Ysu69q)U5gMJ$v_yY>o8U6O&_|t-98s-LTZ})r!
z>kAMm-6}zzCz!)Tf^5Bw{xhn}YG!jsOYt@CEbcgZ9ReXi+0$=sT%Y*#f)FlV{MjyD
zFC43wNR-F}P=t9$wp>lf9jw+^Z*dXldUx~b511S0IsosBz;C@mAtLaNSji9+vS}ud
za2Wp7FWr9I3yN`Q*xqYWW9TCAp#j!-D-KuIaU2kcd%~A6$@e0Bm7{Edh;1F+g>}Hr
z+MQjv@fPhSHHR}C7v?<+W&(G^V9;;HpBwSG8Jb0HzqpZvM>jG!0Bl2;&IiACVgJ|y
z2`5`t!E7TidmMUPeV6EKIYp`m+m7RUYt5@J`?M>pwADOW*KR5pPdn6wPQ8Zy{XlOI
zPdNJbxaRzVYJ8*QtBct%Oub@7?*98$@p*n~*uD)XlUxFhId{O&JeUWap$XyLs$og=
zy=?$0uWgOhpD~f3ZCC#Cv@s1d;$D^+^8Rl?df~9@6^Ad6=xb_n?)csNSs&lj#lBsI
z^vO(WdV2#_V&2qo;G=Et>bTs32QQB;w0cYDiXr~)BCg&#BZb_ssl;do8i!ThlrpB%
zX6A6%58S^Oe(Z@qYi|zvY2@{>Ywj?c&I2=VJANINM3B;JL+iMs+N$Amd#PqB(H=wy
z>!h&cV>A*>SZ4c=iY<)Sr~)p(^?6e6vWHJtzp5R$uor1%w|mRPR?$m(AS4;tP=x_L
zIz^|}I8G7g12CV*Ylk97&AnX{T+D7Kd#6KUkKcMa?dFGk!yiH&#+?x8<QqXd|B%3O
zQy_P#n#~V>gsS(jcRjuln0P3fRsBa^zUDO&Erk%N<cB_{avZ10v<^U7nv10r%f%dB
zo4(%}Q2hBy!5N$du=(jWmetE;HofEK`5iST9(k94g-<2)C}a4C=4(atyq#Tp%%+p1
zsh}GgLH5aiKcw6h{Ur$GeW>;5WHhMpv3l{b=a${TOl0R#WVe?OTbJ_!mYm=24>&TZ
z`_M64{E`G={j-|}2E!oYb+v4ENu!7tNIxOTri?GU>fXQS@+{Q!;1Ow6he!R3+6DIQ
zeF&-C@CWulF&o3`$}o7to1M@PFm6daTv}8NGn%4di`snq_@Cgfv<l@{mvWwJ$E5hg
zOYF2>@(<)8p5x)FXn7qf(C}=DqVt>bsG-^eRs~zJv9YtWZ;u2pS1H?#nF9|BR+kI8
z-j+t8H#UYBIS^$PuvWs-Pog<)&D35hgq>D<zOnbi>gyOHd65;4&~^<Z)Xu5Au*~i%
zt?Tr<*bc}mZuN>cQbdC!4Zp45EPUcU-DoMfGF8)%Y5nx6Y_hwdmIngN`snG6{SCJs
zmetMsiYAPgJJm(5T~`BSZ(i!p$U=c>GM26g9APr8FDv^t1jlOxUq#HbeH{)r+p{%y
zEn&<yax`8<MwCyMJq4THZd6W0%CL_^kd5qbw<SWakF?BdFRuPGGe@MV>gj1yq_~5`
zZO>KoxVSv0nX+;}QaD5}xRq6ZwM?Klg?Z;3on30D?J~zv9I2xq|4|~OEbpX!qn`4o
z*wLEUCl1-t&a<&@DuCqYFV~}a=HBzfPd#bGozTk!o$3mL?A!j7g0?J+uU8@Vtzs`V
zN#QD$QLL~|a11<@>hZXVb$`Es=81ty#P0r^alfa*S6$CEz!K~!l`Uj5P}GK=@bmgT
z*skN^$lhKanJtO(n-wyvf=+-pXkR#%e$Opnpq>eMUy?)2O~owc7HSgjh^C;J^G5Z}
z_*!Vch?VBn3kY_RxBaUwYfn<G*dAU<9i%u>&mJ0K94H3<(gdOi(O)SgX`J_F6ycD-
zdi)WAV0zy8W{Sy<D09j&d96NA4gnz1XG9S)Q({x0_fpKn{5A?i<TD>NNDErpxca5A
z+b$wHoTLuf4lf~a3qO2;>P+zEK~Bll!g{|RjLAWSMdH}4xc`1HUqQ@4Hqs~ljbB)j
zGU^*=73weHZ1clJDYKD`kpToQRTozFPk%SpII`=&&NA`Q=LQ|{tD5S|u=26SvBs?P
z+gX+Ou0H1`Rkn#<4T*^Se0*T%6X;XQ2tKF*4sYyqgqZSwu_3-OgfxM~O(q|=7eml&
zR#CoZrjC@7X0&~$#`tIuTFtMe3OKgS`^>~Du(Czgs|(fa2XK(!4NK^8kupU-o8@!7
z;sZB3syQp~)7R4{NzBJ+-}=0n0b1DZ$aY=_S*q+Auk?$-EHx7a+#e>V+@AlVN5#m7
zIlPwGlF(Fp`QT9jgH5eg)K;zjF}_eFX8N@`=_o#9t#J<i%V=6tH57n_GgUAs9aV;`
zMQBkqWDfjCHE{7^UHt=I<*Fta$y(E-OWH#N?VO^Amvb2xE=769k&!0u#2NEMSlJvI
z?pJ`*`Ej}LK(g{)7UcKQoso`n+@06zd$&)`ik-<$l%?<I{iwa-S{*Wh4dSv`iLoLg
zz8PQl2_45NScSY`ZOes!sku5}(cjL$b0I0iwRbuW@@$eY&-FCLD+PKVjzgAKHx}*C
zT%LQ8sX52n&$Ej?t(|nhVnA0*`;Tg}v(BUIlb`G)|AkkR#S}^*o#4JH2QM#9^dd^Z
zxTaBWb_Hl<1$25*YXJmOqyZg(xg&I(JR!xsN^g8UURBkoHvOrbP!bNHs(+Aaovw1x
zu`s<SM0n&G@ZmMW8ZmEOKy%3$*TdfwkXN(9@O?&at$VZ7v+>f9K0S}^F+<;z<?v8}
zulI#=I@TbH>yht#1b7uq>Ibb-5h-7H*54$Fp;-hz(6?VyZkflgBSB6aejZ*Fso>f+
zcwbhy^?YF`z-b9)lH!rNY<uG4%1C3K#Phtc+@S)-BW~>cgr@7@4YZFHdZ6|DuZwp9
z!dHnB>sHxL5|s+`dBq+(ff8+#?yS_)zGOvM6;IQREh(>Ntjk(Za4R5(BI2mv%U`9?
za@mN`(Z%qnwnc9UYg^mwxf&=uk~o9-<cr1(4D6}`59OP>p~AN8GXQJmf9h4(+-ee|
zZjgj-(6Ua@L`!Rar1cw@DX^NXLqxYNIL#4F{d05PyrC5Z$}?|>vqmvAxDPbjGS}2X
zDg)G^ia(Hx?{t*%qv9UOfH%!j0gQ%|P8ioZK12h92j60dvECB3I09t%!}!|b{bHr?
z18$?kt-e|*)zF<rspN0Lx6gwdDi*dc;UdzF^lHQPrEI2*r)MJupHUZT@q>?K)u#j8
zsmO7r_R6Zmj8;+NUKwsnqCV(!H)#j`s%~eL0y}mtH(g9Gs6oxw#?r}hMoNuMZ+LKL
zhX~S{?519(i&s|LPuVxA>pVen`%E21Lg$|2eR?%q|E-E{&xAE}#@H`D8W6rd@jX#N
zf1G87ruO3pL>&WD?$LGM+bOZ>dv2hgXNwzBRm0T~qMjYdwbHf8JN^e{4?$Q2xo4nf
zy*a}5u;rUXJuUDp$5aRRsn@l+v~1%on&(P?h*XaSgRZ$na1TOS&P#`LbpI~?sA}?4
z($`w>u8X`8$KAwvOV2=zDbb=`oPpX%L`2q7+?_cWCZ>z!#!ccpW~}EQR4;v;*1zFC
zJ=~LqT^nWy6PB-mOfWy4xP#j*{p6OL?Nz;ny7EX&sH-*+$Z7<n8oMK4G#PyDhf--~
z4&B0pP{CHm{g}?|MW=h*S37xhRQ-j%@_sE+n-GLxWZ&>yGnb9y3;q%Qg@+}Jb~*h&
zD%axwsM@)L&U?9{?3L5UvVuFQ8EG-sINv;wmFbSZ`LndS_hRw<`^4jfLhkZ_S9Fi>
zGl_&fR(}0bmC0!0_k-s~G^%tWfma26#ldenf6yy0J?IO3_#(RE>&kmU$hwCjwIDP7
z!Qr2ko0_HT*?sScYNverDJwZIsOi2znmJ1bseY!=(#Eje^Iy!GTr>a}WYoW5V%B}F
zMNM}uq%R^^0hPO;-LW{gZFD^utz9b@dRlWey=ODZpd527JEYa-dd7&0{a?Yw-;0C(
zF53U=xJZ9l;KVuW*r8Rvqi`yC`GFi1@t&C*{(3z4;>x#}V#>8Qg6Hobw8FE~=W;Vk
zu{D4Hqaqy`R|zq@@l7>#u5o_lQzwmmDk}U$l1t$|j`y;5%h)lfyFbLMVfRrvh<y9h
zBJlFp+Zej^c1f%MEb9)fkDGj!yf3Ic={t5;?fX8R;Lp31H!L|+yscY8hVv23*Le3&
z!j#9pl##v%JP*#C3wmg<6qp@vz_K-2-ruMaxc0g4GiB}PxSs67Z5k@MHp8E^edWz7
z;j;JIA{Me}OWdweKTaqj4Fz}7-2QgEc`W)kc*)~cX~v-1e)@hqqtIk|YrclpvG-Qp
z$}+4>c~dQ9itmxorun>}@(;Jup|0VwU!DP~x`XGZ>&IW8=%~JcV3a839fF+`SFYX=
zx;gmjXWP3wENZXM!=LD>{yRN=9m=%L^MOaMOo9EuP@DgyWAQs(;XBT+zaERws|}ZY
z8vKtcN`Etacr2j%FYoEG5Z|xB%<cddZYIW8Jf>SzgZf*&uLA0a_~(Az^xR6P6?ifP
zx~n?;Q|^bS(9Psip70fBMxn7irD39=a$NJLJ-R14vKswSDY8FhdB6Y37P!eM0hT(N
zA#YdJ##9`I94Qjhyks?;K5%KK_vpPg;xk|<Q-5`#5k^~TZN8}`#~1wfpztb_hpE=8
zB5n;Od`q#;*(yOX0d8V-ztGrP1xEGo$|O-=zrhSKvr|0&RsHxv6;dPo_X^pFE(Yx`
zDJLotsb<GQ5_p_@QSGELGw-$Y<3~b%k3O|CD&oFqsG8#{V9Pr0S^_IQncBMQF<`&`
zecha?b;E{@V%R%TObcIA=!2Sa<MdjokH*0G9ZjPh@oRTwMSl9CJF4B=Yq#F3ad3ao
z`FTac&_+Imx~PcZnwZv1GS${`b32bygG~m~5AFe2OMrWSI?1mBRGFqv2n6!zVD7)X
zvv!R_9oxaIISAyOQjY3=c{|fJ8fa@bYln4dtdFc6(+UixqN38KqSL0LH#BBu7I?0^
zZ}ceYuWJ0mC*jl&go<RZ@(5fzrb<sRrB~bPh<_4S!biWS>Z{Vc{#|#gS&lm{uD?|N
zU&zqsuKq%`GfvWd{Vi4hqQ}|FEAM|^{Wo!wa+m58cUE*qQn30>^H&prZRS_hb-#XU
z`?GXKcA59jB=L&cu}xO!y>L>K)h%TobBl<~KyE)R%9e;e-2=ZnLewIH+(jCuMeodq
zzWx1u@3=+o{P#oiFy?E6uOR(7^nV`&b6-rCu64X~OMLQjf5^PN9b3gh&_A6BV-CyY
zQ(~ch^wNND`l|1p56XYC?>>I#nOK-Y41V{qBwViOH=U4Yysn>z(Wh*=bCTBYaOD-7
z%MXen_)=27b9eH1J>}~oB^o=jB8>;5tlAo7fj4CyBBv~1I9b9X+xG8$=MduyDz&QM
zY^w8j=W)!zPsG+mzf35p{-rT^S-yOAxQw0`^Ul=h!QC%z%I6b?D=bvU6dHO}9$oqe
zkAmn(38tQ$6C^*yj}NbXH~si7gN-LR>!8j#;1nVA%`i^wOZ<Z<gMb&hra!s;E@@cI
zEM~T(b}+XFDPERUQ_rOJ#Zd6tmh2bgc{1-i)1h~Ud;)SGjRgBB$=n`_@0n=6qztkt
z<jFQjt0&iXDwsvql*7B?Z)84LM6_l7W)m~owJuS9&>;{3!_E04a*(^Xv^eXU7~qxS
z<U%uR0La%}+hqu!6~0=XcM|i)_CTf}(tMWyi7a>CQPT(#bu4oIy3};YPVOyukAuyE
z$<8~WLSn59G~qw|m3wdW^2slYcBa?2?WNVXE*}oQC7i_1g<Rx$kJLsT<&Qc9)!oJ|
z_=n~)R?dm#;EMlgz9;J|aq`ZzJ(ke6<`S^FE9^X8SnC~Ts03tvJ;CBj6Xagnu53aS
zy_#U-OiFyXw?*Zb^6hW6$W$1~%T=kin%`S4b^gS_+JS!Ou899qY9LCO@tw8gvzjcR
zrT4-|>VJetZTMG9fJyK3;N6wE73RN_Bj*<83hwHKRd{*KNCAp<)*w_{f+Zvj3Bxjt
z<E9oL8`qce1KEt6U^<XS{sDpMeWhQY9Dc2Us=vLmw;_|&o-a}W=#*yE7p#G=NgE8_
zzLP%ti<LcXKo#yNu6wPcEXCO9Q0C*2>lY14q{<to-)rwJ4meDAt<209t&jc`PLE@H
z)SLogaQSo>K6nt^8xcqh&)Mkchu_(*uk|69PLwCB)+u)W9l0ejwr7VP_1Szq7p5;E
z3O~BlXW2_?Zy1k9i#G&JktpKQ)3T<{4mNF>ZAYq;uT#VDgW^6(Kh<$BoLX|zqCNHG
zf?B^}nvm%7s<3Gq@kG$IeA^Y@kj-`*OIuAA(L$C*X3oplj}+9`?6%&k=f;uKT}VoY
z3yYOx1?u0cSnqd`t!?9_6w!qrLVS<Ftz!CnlIn}3r_awOfMSemXj=NhnIB)y!lUGi
zRlGG|N7Oxl@)Jh+m=<Y<OoRWZKxtJUy>2|~cid%*=A}g#$_-_!)2VYSYmHwxl0m>R
zko;z4hvhEf^g5SK48b<Pu%hMznDoZo^c!k+ikxQ^R=*QEfqt4IX6$zP--QX&^W@TQ
z@~`%HxP-|e>h}S#6{3T}TdNO%^q`3RMDmNSsZ6s}Vye5!(W5w%7rDayHMK7M$6=Sr
z|Cqv!^wfW&lgaL0+%fGK(oxXi?|(oyf|LMu3sPf(s7LiV8|SY{$&ZVBi*4)pDSq}-
zTo4s=)TjR;cY|*|@QQ@kv)=rY6p!K^qqo1W0|fCQ+g5(RN$uR-UN$0>=LiNR=Q`%B
zI%n+bzk5?pWg6b&Xx*Dh`mL0EhRHXSJm+diX)%Nr$mla$&rY8HFOfeQ`DVhZh3Ow6
z{Hiz+1k3kNtL`HZf;<%|H!V~ShTao+YL6Q>Yzx=@a_W%{W;D5**PDz5{-d&P-?M9w
zt|ch!StBU*65baM)h4yY;mE(asbMB4#RA^o+L+?4|ESb1?o$@ZXWO8YE6rR2L-q2D
zpG`puuBQkvQhxy5V`17Q=obU@tN>XC4$Ri(7e!WtJ|;8OG1;;|ajX3|6p7Q|%<plX
zG;^@3=h^7lwcma<QKhI7#+vFB-DL~LIM=m)^RmK?NEbZtb_7GiT_Cra(2|OVf9k%_
zeo+$X{5b-#7&UjjtjV45JBhQ^>u#59FSf+s9sO;0iHIBFyU|E8T58uv-W|)1P%*Q%
zJsq>j*`IWOUYB1o|1PSwrF8wx%i~ZXzk_HIXKwLLE31%t4Xp#3Ay!9`d7OKJM+>54
z<EqI0n2FAbiEd2Dq-Srwl5jQJQ}t%{`%amp+1@YHytxK^RyClC;m1jy?LtzgsSW}f
zg`qNx8z$0_G)1q9suV2$lpK_(L2d5v_OpKKA%`}UpwW;WAq==^0ok_nv9ka?8~FhY
zRdkFWtpR!b!a{+ojJ^)i^2_YdpM@&sXM519wk`-L>A<6=ssr25s$xCkj-AFSSRMcf
z>C#9g0ATh+AziV+*vbF^3a)0|$P{+1L4nhye7aqmHmEvn@%~s0=^^WyuPp0f?q`CP
z$<O+a4n__9mf-p$<Tw%%j1QBx+LiXO-EsWug%-~LIx}52-&k7@R3+pwv^o3?B_!)z
z1`6d;fvSwiS!bQwuXCD<zkIXGU!0F{Ms2;%eX<6=4$>?Yp}*T|6v4W5_W^Cx@p!J0
zjv(2L5T>6jS~MfFZy@N%{QEEsi>Yo#CjLM?@RWwgW1^*e6_SYpx1~AYBW4a^{lCDf
z@AQ}3r}KRGvHsD0Ld3gYzPvFIRS2*ar@lLK6dkQz?fA31A1fCTv%SGs9@%9X1uf|m
zn-ll0m%2zLdS@Hyv|#LOt4%;pkzl{d@4HI^Taz*&7rBuGk$8FU%BrqTCo_-<;kul{
zI8FI8K;xybBmwXUn;2;rYIfg7Ncd)AT~lb3)4^u|86pRhzaB0i-Tl6uh*sswCrW$#
zUIc<bm^q*>R_7nAtXa**x*s(@2e4(s?i`6lPG!`Tsa|y*Ua|&-bSe7ezr_J(!=&nU
z7-!~1#cx1hC7EN^2aWI*M;M{N&biLaEi2REC<)KrmFE4!x3J#d%hBWcyH+@>8|OfG
zYJjb;AnS82D?Ls`^%bjO-Yf6@rrol6@dECQV*X|4t^PXmeTJ%^z350zZvN^QUsKTK
zASK~N`j`4La)FD;EuQ-6R;To0lXu8!yA-PjkAfw$9R7M4?6e#5hS44P|5{y-fgUHu
z7Gk8pF$BzR%-cHrQQIx>U&uRv%)uP0Q7VtHKxx+}J*#zMm<MCswP*i17}&Tw;a4YD
z+RcB9{2axC?gSJ5ZibFD9ga^grC%Rhhwke9p@BY6QA~4h1WJEcwoHN#h%Y)JYemJy
z<6s)MZdhnYHSMa|4P%sF9w}CLT5X>;&zW>f-6Gi6_tnscVx){~BjnBSi}-`vc-u~U
z_L^FDawQIS&cA=PDFUvwf9ormFIJ|2KsT*YU_yp1Oy4V!d**MpfCj<Cy%C6XEo+K#
zZvNqDZ)M=kq+)lFp1T+Qx7nWQ5Sf^6y`G8TAJ+tx&TCujhKn}ul0H^4u~)=pFff||
z^6y-4PmX(k=N6vY<MURSPs<B67D^qSTdX{RsIZ|yGmn}r(NZzL1~-97(s?EnK8c6q
zdiyBQ`fA2cwpfu(SYg-c+=qXj`VZbX#CX>=bZSg4-m!6TL)3&@E*%O;sYF7n5CwSf
zpnu*>ri~ogRxD>UF9agb9GSann`?gK(w6fU1v=CHJ-&;AqrpziZ3oQc#YZxcVdM39
zBh9^%4}iQW<)G>Y3!6-!d~QX)<6+iraxij;sk^H<>TE+eR{Us}-Q~qLcMs&V9$Cc)
z$jevN20}=nfEWZ!D!0+nYAy;#Ml`S|;IGv@E?`1q-n!IDHjG83Yyj&Ve>Yg{a;duo
zTj(xGk90tt{H2dnRf5Lw@<0W}q<f)~xY<-R5}_Ht#`s~)^u4x@kxwPpqtysj%&7Ec
z`q-|gh5HtNb@5kTWrz3K`U3&SdWtZs)MYECfMgzaW?1EGa|SBj>na!4)c;Wx9Kz-`
z2h24gXPDkGf8{MY*wS#K51)}3oxLz?ND!B?EN+x%tl%0io2-gA>j2d?8wU+5S6{UJ
zGKX{Jy20ntTk+GVBgTTTWpCi8H3&ZJg{6I{+#Gjp@VgHyPPcYa8S<fZn6~yTtPtA2
zF0vN!>eV;bA(>CHgZDmb^zU`eovp%-qs)`g8Z|Lb!5k6sf6(xzF4t`cD+E77c2X~^
zjtJpUX>hZ%_0of=c==@lKD;H?Ap`lWk1vnTX*n7xW@>v|brC(2T^vGfN1=<S>iKPb
zO%ZQh%_62kW>^&f>5oa1QnrX5a|tzB8!h7jUf}^(IY@2fhW+y8uEH+!Wwv~^{d+Me
z=)mUe(V6jYcJgND^q(%_QD{kfupv?6=z8jI-A^p+vn@7lroR%XIFf4M#YBYfklg<t
zOXuRx<oo||l~RPtsT^_$IhQg*$SLRJ%rZvKHa5qRb14duv&{KyW8^T0IYlJr)8;fI
zIiJsR%ICM=<MF-s7wmrA_jX<H>-Bm*zogbr&(uNJa1gt>a>;a_&NLslO?=C6@-Nc9
zqO6+TTD%Jh1`0p_kt$xVD(9|*_-N0L)vMDH<j!OwfecY*EH|FfAr(WW&Si&cQ|;7R
z5-V{x0;`ZS1h;y>722TpMURx;d%V<@>TIVuj-mhbb&HEngC}hL@-@~E+J?pFch3XP
z+4g??9-T{1IUikarGh59>%A0H%?W{yzPM4%GaeFz#b_!KNiesPay&CIXjv%?Ac4dR
za{R^5r$*wPu?3<heaBo2c;-&6KasnUy$m)A4T-%|P;c<=jW^%CpC$z)_wsCQbcV{|
zl6-r@r(2*sQ4mFZs|ornF68TYh_w_NiJjH4@C(3_4m5WjQa@T1Ep#pS{G<D9KDKC0
zpM(Q{8Ct;~fINp33{J`YTPKA+wRI&epi$_C@Vtdr^BNdrVgnfovFHJpN*qx~BzfCt
zzYBlm>zlK;eT_P~=HXpC-iSq^;&gU}>_`UoRQ&$stbaO%n~;$HfnI}JbktBki<`A(
zd%~PnvFIk&Gkb8RJ}+{8NY-)fFLR^js}CdO8#(ut9fdQ16|Vwi3v@j<lO%uE3sf40
z8M5jKa0S-TeXv}6YyZZxv12p!lA(K*Ri`|eM_q&vL&tYV?421@<CphQgNZTAGtmz(
z+MnIGjyrd4p%YVPRp#;6*vdOb9~T_IB`IWQuv;>?EG<9XvigAs==qFrCR81I*G*ze
zBy|FI7Q1xFt2iRw$c$Kr0AXkP7h8MQt(p#@gPk8jOj|#mhK7Yk*U7Y=Wni({poU&K
zbgnOX1)Wlw>hH7+)SXFyD7b=gocSfXGIMe@7Tm_HQ468-+=G8~P{-DbS9rNT2PvD5
z61}tf-6}2RJ;tgPe%6^+=)ei$LMZ4DAjLYj08gAsBLSpFEiFOG<m7=ri*4r4E;5<T
zvv~nuIv9Sx{FpM}g8dR1qF4NtVf3?t)b%ChSWHvXrY2ADWZeo<0=M3&=}~L3HW6eD
z>k?btS}Uw2PFgll5JywJfDUn-gT>5n48vTvwawz;r+XYZ!(Rg^O{N?ncjRS~H+N{%
zG6mx=>8OhK*=O9)Uiq<h{hx^kPsT3I9glAp`i4KwKI;$Hvo3q^-Mzy0ghtqQ=2z^q
zwByS`kIrR+w9aMse;A#s?ImiuDg?_7G9<G19@UN3nr|VhW|D?TtVhCdB&-xl$V({%
zk;Zj(<*00DxCm^Et&UUN0EcE&**z?_IJP~vyI|)$hAsMuxv}KS%w#X(qp%Z{R81=Y
zdp@zLYgmLh{!)T@0%QKRb1br|RvhQMMmP(0Y+GwI7-(rV;gLKR50Z3cj{YaT%hLT)
zS;+tFSFH@y{Rajbd%d>=tv0GQtigHoR0I7?q-OV74{=aQPRP6yJp3o+ytB|;Ue!WV
z%P6F%b*VM-?~k8}=gKV-Em!c2<7v}>mY)*5%}3$=ssT%~xEj|@cbj5=C{{ky4^P!G
zP{JrSW~8ZM^RdjFlI97pD@d($b#>T>8ba^3op3Ek-Rkn~6jk_R($N(BtDnoN-!bWn
zbV1pH!zbV~#e%PQIp8U~qi$Kp?*`u8yep9GV;1)GQ3A`o*RMt-+myP5bu_IyidJI!
z?8VH~_k?CH7a8Babm!80)e88zkBd#`C^U%gTnE1kE>Y%~TEMp&O{3JoJTkM7Gl@mr
z1>!K2<`bW@@pPR!u|#7$H8SV1=qQy3UZ{|C2~Lo?D5bQ9b^TQNp(3J8(_mB7!YAL|
z9V3kqrP`V}-3`|Mx#yMDLG(0b@kFX6;m>=ZH3kj_`})=sANOO>siiX~Q@*fNk6J4X
ztf_U^{dh0vS&(j!{C>q;Kz35odJQ!g0bP^4SL8mfB<Gaxlr?W-pIZgf!yhGl1kXH@
zS#_H8#gx}uzN(gFGn_(DeOY1gCD0IR2WThw;@-u*5P^_;4IhDnA$ogf;O2sc{t{6H
zXQLI2BIj$mB|c2h{DHs|;hcfdGTV^N(?|ePp;Jf*hAF8TqfgEFHVMW5xnsONwNa$u
z9_Vw_ZtzIkLiqEX-Jc1D_s>6=i-0dH_z<onmY7QAcJ#azh)aHaMFgPhz-}n#-|OjS
z*ZstTPtp8W(pvfVO;+iiIZc*3sewLBL7$MquSMX1V*lVC3dgR=@pzCf49c*}(Z?eR
zAGfOK%<At$YPkkF;>n~}m3#XJjfJmTi$*;>ec2&|qGmbqCu6P~wPNYP4C9O{SQc-)
z;p5(O=DHog&TMx|=q~#B%ToW?W`8N7IU4+=A>pEYG|2~~5ONaQGK(Xie9XoD%bci3
zhKO~il-jHYVl~LY!3LHJ$9Wqgn4<_Y_CXIr9!**523^~GkSd2jVJ|pcBovtSRp50n
zNih<k6uh3gO~@i{Wj0NU%mxASB@a=YvAOG#Y*#g}<&>1ymdB8Br}K-CI=rDF;!T^!
zuoh5|vzLmN%Z2&gewqyU!@4e<EX4CCqIqcz!HJA48ZX833~Uy!@z$G9Ngn!QA;PXw
zf7di;SXVV0eA1K%{tr21`)u%85%!3z*_zve`Zd#6VB-sJ!wU+!{Jd*_c1NPhObgWb
z?2;WDsWzw{8vX;P2kXW^#XqoUk>;<X4ewV8tO+K-@v>Y;cG#cBi|ux4Z*RVqzJ8f=
z+}*7;8iDws3X3&&X$_l=G4LxaJqT|8;H_fd6@e{k|08vib(M@4#*F%<kKV95#H>j9
zZfDvJQBVysG1%B)kCq~AoBP7{Z_S;_U&<(Nj`;^kROoxr@M%`GzI6>GoW1_rx6?9-
z=-5_uH}VXw5QDe8kF4!}IqCn`qJbV#k@8KFjOsOEq51>gg?<Trzj<RvXJ<X{q<e5n
z3nE`?(#!auAft8~&=QSYecd{`y5vJqiu&EzeuNwY%WR@Ddl=FOWuh2>zY0-3Dd>7K
z2)Ga1!Td6G4KhFXKDYCdi|1uiNKH0ai>8KRBWCJ`nXD&rmNe0e6&UK*`c0~ub0U~o
zY{@Bsi{L;L?<PyC=|y?-70mCW%O>g7Vr`q?>!W<8XulM3r;;{o;m@jZuKokWdahA#
zfhfR0oz4N3xMBYyFPA6o#pC!sm1`ep5CWgR_J4|!{w;oYgaP@0OIRu0c3L~)@!dSH
zOI+7>qiWOceEOo_$|kc{x3hKJdwhLaPVhvt@ZQjr$&ANnL$UuGQibN&+Sy{S-h>+?
zc}pQ`(mlVrkPv}NCq5cKwBk9TcV0ySt|D3zx-~)7EdYPqaoo9w*A?{hx1`WZ^h33!
zxRf?O{65qAfaC+9j=GVNhrRjuIKa8Ma>`W`0jQ<8=3%NO<;2MVnQ==Pew0#9?3-w?
zJuVF4wYfb@XN6vLA}s&yjA&V&$!YdhYF2S7Aoes{ZJ@2!y<LH8SiN~dzUi7I&<qbQ
zqF}8tbtI*ir{xSGzkm4AyZ3>0D5Z7t;l}|)FM|txEB|5-<i5`k!UDS{36Zk~8CQA|
zAmyOsqcQP}nlVd@0Fq~sLHOU&L+_-uvU*Eb*tVazZN0T9|2|v#_l;Apu}Gc*T@8#v
zSSsi3)R8}vuf)^jf4zO~?YxVnvukQxP}T9>O0dH1nQSCV!4n+j)U-spS(ILZ-%K;F
zjcVyz%O*akAJe0@W_Sb&@;l$g+7whd(AMn}E@h@4bHhWx@a!LhiC~^kgM3VR5}oO)
znApc~5rWn2!tKADoT*ZeOmU!!@xmlyj7x<v3d`L4Pk2~ouj5!TW2zLos?zZk{UDLE
zC0fH8z`0UJBxI4aV9h`ih~>~21AZwJO{WwH?DZ}GxexL=WMsozjdUM~k)`ruvm+D^
zWJ`@?e6$|l!?eOE{2_S7A|8Xibv@TQAl%W$(tqq;fedJ%(s(JmIB?9XGG$6{6<AZ~
zDrThRpRbkIz=Aum$H|AnZFe|{JvhABi3hGY<g1A(c|wu|ZuJTI+|<AHyNLL<C>nS5
z8kj!IZ;GgvGBYZ*a{1}A`k<Qmm1NDZkfH|R=!5VmCTRKU3$u*`lWUZy{wR$OeIT=g
z*Qbj_xA()O-as{8q@Uh#@tIsbPl^KkF{JsyqP;R2|E`|3UAtcO6sBNzLeSJSgVJAP
z`xLvw8bN)NS>ekwrHiG>=R?ckT2IOX?B>-yi>g5@jqK^Hhko=ufeNmeHHp}QmOV`m
zgaJr)9tLw~e~%Q&Qh@Hv9e+6&-rJtbP7TT%JB=-)Y&O+b!7}yS1GV9SxGMm}Dpp(*
zCDtjN*+7;un{$)Y6v0>;$+qecYijD>_0Bj${Yib$OJ1X!UbekLY$O7GPt@YNCF4k?
z43Vv-&Vj$w)UuXTxXfMPB1*58bzMx`zHC?J_x3_)4kWrj`Xu$BrF3j{<s?_lZA>M3
zJ<WUQ(fM+LetyMRB$%_XDKW)&Z~J};#m|8E9^XsR4po|%8Nmd8^1VdAm;{#V&$<>=
z?XS~~Nj>4pJ3By49u2vdI(64@4!CWROc{y!T34<-y{{?6m3gx8sV#;`N&l!*GT9dp
zRT5TUAjE{y_P+5UV)&Fpb*~jYdn=<?lP4z&s$yAoXqZqb4fe=`Cv;n2T{^?2Y-~?m
z!z}Bj%KJx?>et;dKkxABnzP3WQD>~I+{M0>kWoY8L!Ft@Q8#EgZrmnd*vBg?5A&_l
za?Ntk)U49L<kCnn1SodMZ6R5*+_c^_i%_|RHp!&(cj^jlf&Eh|!mdvi=as67xkJzk
zU7GFa!l;P*q6qWxl#ghs0L0^hq`0srA?|yDU;pCnc@yBVh!`V-LJ{#padQ+^9vPd7
zv~&^U4Js-cw@xT-0WVqFx{na}I|Z-(_^@kwXDc|L{-3{TO>Bb0JEf%G+g2HW?r9qu
z>!hW#slL*-Ymg^rv}OL@_!}ipkiDtEF1hRYa&l10GNmWgSIv6!25nch!5x9QI|QE#
zPx(|qaaya}eQ<+?(W_c-A`X-3D}(+yFMI?%Izo$+N_84d5cQ)1RS~&<u8d;YMZq^L
zrHas1>qcg`_O4q7yYb<~uJXNq=zT7?*D~l)(F*4={_%)%fLkR?0>Usl7P$>3{KaBY
zY&CNl3Pn8Li!g=LNoKs+oDM3*JTtks^%K$zQX?E!LqUlr$%!kcRY6K!QteyKL<yzP
zT6D}->dGccW}tBVt{4m!a+x)&C0YBv{z&bnO22ZbqK@_Gp@KUIo@wt7QYks)8Z<!%
z9v;OM^VlL<+8|$TANfc!<%+%1jVs&zJy5hjHj<0eeB~5#8{{w}*!^9s)OT5)q@UUN
z;ZtR@>T`F2Jk>)y&*-Y*2%WR<=dr$p&Emf8)wHgSG{v`}9-R!brd}d=&BWw?ne3Y#
zp7**HE^TDXz9|9@<zX*BsP*p(Xo68m07&a;|4=V#7LGWyilt|0cfp8<=l%0(p=_3c
zTQ#YBFn8jp3CUCh0O|b&yxLMUIHEE51>C}qO8w#Yc<m&0@D%6oI?4(88<h7=C0_#V
z^c75|h9%RNVU*F%3e!KG%{@fCiE*20%KTQ#Z(zkUUuJ1}i=HhYEcGP*^+@(3-w_T5
z$$@bC#u@Q6UmO@suj{c7){C(hRcB+9Af3kWGv`!`n$U}aBQ75JFArJ=uIMeLEQSiM
zZll%BVU{yl0jC4aqcy@QMcW#O<t<g29EFyQleHyqYh=7kH|&0OdCh*IK5Is)lO*q;
zRSN76)9`g|QFdFvLj@P@g`Ss&x8C@)b-Yi$bjgC}woY{x@y|obmCVQVzoZP(CYiRl
z{{0-56hiXk>Z^ATTI?RNO0N3rc2)-Ur~z1NPnBpV=iZLe3NV9xJ7R!W6&)|h_DH;5
z(`u`jx8G6UIot94Rj$9!n^xBtQIFqiHCk=9I;?oPmYxqm9>pl>xt0}T&Qpy*!(eH|
zi4TSul8re`vy^O#aBXqQ%;E@oIwP;QYjB)kb%H2gl_E682kkB`10Kmv1sZ_N(~29F
zN?80!wZ&LON&r~IE!hZIZJ_t2s0RDV*fe+Dk+BDz$x1@ZwSFv5sdr&S3^KCeR?yY!
zT<Srs0{vhU?SGn2vYdft=3*J&);FH*7GrB9yGk<s@2B@aB=N;QF^XyNSj*Dbcb!{C
zXB4zn7t817eUX-8KkF1{1>xDpOILj;MOk^+utMe$5`7drx>*6UWp>D#>~{JY1SF28
zTG+UEYW-}t@k6A+11<b5Yw5N7kl?41m!<PlhX#<Z#w&68xpzR-4p8|A4w(t6-EZHj
z7Xi6*uKoUd@sUB}RLbB~O*HWAzHx$hTSfJ%>zh^G7frCx=5Nz@b2narlhOs=XEHxl
zNQnIg&1#L|%}Wk`rL8tR*&iRZseG4vfC&1JW~iyGsAZkW65e7Bf?yww$AAMH>s)Ks
zqJd1+FVd5@THd8jv3;>&F*_TRorGrP62wc{01**$pS;!Qf%ES3Dsv6y&2-1XrBJW@
zH1_C!)#__v0}iWW<(&R!_688#X>3Nr>zc7@6T?mr3P4y^w;l%t157zg_SvU;y)$ac
zD~?BxOBRf)yuIg{HbWNwK9hiGnOPke3?`#d3nQZ{+N7E3A99M&rC#INUa3m#ta>5Y
z`!A;=qT5Hiv~F15V7T>%JM|e*Iag7>hY7ha-`mgCxooqd1TK@5(?c;OHJPOcE3xM`
zfK2iF7uj_)o9?-7*0n4erHQH0RCS^OVdaPWw{ZFQgxAg{*B<1>j&8dIe(mPDwzkRi
zx-zc(9-Yf&wLsP_pf2)RxTW&9A*I(jba$k#GTsh7l}AK7#Ic9(20)ne=8?sJmZlSq
zPQ4c(GVzE)D!t0q$v~o8lW{`f+9)GgB%VYOc*&ZoqpSdbdGaIA#XmI<W&PnImI}E)
zAddBG7PyMT#3T+*vFo;SjVvzBrX(Vnr0Si=fOCl&Hzmv9KdB%3)cmO`Ud~QC|Fy*X
z7|-Jfe(Wwse^$t_J;X^L9>6-*`Q-Emv1~Y31d%|Uuj`sBIr`+%TggnB95C))+P%`N
z5;@qhur>ghSqJr&d+xI&rzr4%?5mXE1OOt0R4C)v4N|aPSme<vHKlSz!(G8*wLCbe
zYW=j!3NOZYQhj-_vvp@|N$v;u2@+DCXfTS6!jAkbX_R*;HWhIvc;TmtR`8pJA4I5K
zWiv%p>&}^&F&NT}X}AFh);GpK`@A;<yYbp84x{(j`R>+fn5`6f3?fG9Y>>dvC!U4Y
z1ms2Y4TH7hA(sZ2Zky5fPZC-3a?2eX1j{F64Q3joh0`8u&j0GrRJ(nqiX7IQN#>`y
z%3TRX_D?CcI}FRST~0*-si{!O-ADb(TGMyE^=IMOGEvWEu>;&d?rAiSPKoK*Jf_g}
zR1_Os3d~(nGb?7z`&N$koSyx-9X(^=-JXyYi9M1T`zET6QgGTd9%VLD*~118_RM(N
z0{Z!$8k>ILeI?tTI%0Z*SC-~Cw}x+r{&mG$!c0$;cHZFfD$452<SbReKy~wW!X!37
zcnXqYMic(zOsFm$Okij7dqDT3wN~A2RwuJ9Q9^%d<;bfqf$tvhHLX%G&GduzWz}bq
z95mc)ubE4!+=W$18oPpP9G~Uh2cwrCzq|5+*WB3e^SigtSZTVi&x<ZYPEW;k@0j6f
zb7;&8Z{1NuYTuyayK+zZ^Of=g-1uDZ^TXj&avC}&c~%~w6+}Gxvf`VM%mzza7O!BX
zHb#a`OrEbcPs7DvR|$iK*6Kzxu3KejEpjokS@$HWV(C8`*{uUOe!3yIPp`0<Na(>)
z0j8$o!vu1t>d#~ypcg7UcO;(}HmrNvl9Q)#x}Mm2={aSb9nEMT*lg;eYe~3=%g<}T
zLoEZ#3oOgbA1?;uzqQ{hD&v0?u?9~zHcR1#3jAo+hsmDZi<w;ekWP?|yY<1C!)bar
zCIz|Jjx<q_N)U-Em8vwH1YNHZ1<3m`zt5m)%g946dk1y4yp4VfGWMPB@W5hktG>9&
zM{E3^fYvDizS9J-0wc9(c{~rh`v0T(S)BSG4c9Dl#`rO6@ngGRM{KLR>5AT1e163!
zfs+zcfNucWVrzz=DAUb=u)R)t7>9+P#a^WANJRx}(zSV4BnGgtGWh-P&Jo_4)UWU;
z=1cfmZCSFMxMY_a^rS0)Gs%1%q1h7uSBe=HI=ISWN?0$nmtB$q3<4})b}HqT24l#s
zbqr@<Sa#U`ykXueQ^gt79`z@vdyynT(PDI>{D^QG?bt0N1)2~QU*YD^jXDYysS{nU
z_<WwoW`tu1$mA~#TNlH)SiRrvJlAxqt37!ULa!`XDuP4RN$LWspXU(QYKQp=dWi5w
z$NMFqyat&Hg+p5$uG+-X#AM|Z%-O6q&twMs&@A0kbfF7&JQLUN-#m-Z1sFGT#Ao{C
z2B+Wsj7i?K%p;a50_C2oeR5A)%ieRoDNeA4q}MIY6@cCyxkk{;5#MBj-wApgI^lpm
zV)5M?CWrQE{I3NP-@9{bG)_h8HLI{mc~TK+^yMC2iZ($ad-h4by&;98Qv)6S?Py{r
zHf9~iAR86+5pFp`Od(o{t#T11pLY(#E+YuiChqv5Y3l}yN%kLkC=Q8M*6g3|bLqNk
zJX#hz>v}z0TR8=!Db-%rfU$hY5NMKdq+?I2JmQgf-RLMddh>ydlyVRJpKG#x66#=e
zG}TFo@z-EmYN`q+wd`JV9KQ6olefcJW)t12wi;}2;zUFrMf@fuG{|xwQ#pCWftIgZ
z=yiQf-eBtv3&$|)<pyTc({)36m{JtG=#J-c^|^8olS|;owr%kSn*nQ2_>9fEL7-jT
zE1B3B&{FO1#*pGBVzcJU`Ehh0#j%aNiJGFWE$E3i?2^p`gUkPdbVVh7|D!1tBG*OQ
zC4adiXFeh+54^e9bILf`R^uX{W&((N-nf^{_Nr0rrfPdT?Ngs|GdYd#R0SgKFY}oa
z63F4UPt}(7dw`jk!Heyi@$qzeNpz$!T6D4|9bcrGa$2X)m*37HFS?!8W1rzxMjICH
zy#<BC+UUYJ!V$B9qhqIm-W&|c1Ba0H6r6#L>YF0az^V_nfe01DrOXb9W5va$i%&i@
z;m@niLxUV#dw6479GicIMpBGye&O6pYQk3=vn37*IJEEPizwYd)LMLLe~b(gENw@4
zXi8oYTj#+c-!|F+olCsPR-+{OE_oT}Cn3VEw>Eip<-j{1`%5|a@L!})Yz#uECrzs5
z-^CHhNYjy7%p($jgI#2Oo5MGJYAa&X-Pl@0G~Fv|M2ZdK19#0H1$WxC*|aSSDc@>n
z>qDAQF{DQnL_q_%6wuE|=q-?0M{QWkEM?TYy2sZwJLMM<R>xeoYClYhizTd;tcXaV
zt`mSH$ZZ>BS&H~~x2+H{WKcw7x#AYU(Q)Ed?V4xhlYP@Nt6ze}PJVE<{fAu-9Rz3i
z_)r~Tws*c}-BP$+>^3)P8t*li*DJ4aDa=vRpW~Cr@1k2QnV@(py~(%Nw*<v5c^5qg
zU{o#{8m=3H$tQDtMv>W{S`eldJ^^?(Hs3<xSntom3P)DfZrdn$>IRs8fy@nMyPH=d
z9q7Mi3AfD8Z73=@|I;AtdOSKx7+DV)X~He?KKD<=ZWPsK`ckBGHxDaBd%)P$aQl=g
zB|XpP(V@c;smi@Z`vK#j@CK`UK<2{x>&NoPd*^1#iU$Vk`a!a<lz9%0(igj{Rv9S8
zV0=l|qbaPUC_MQLii=u1b&Z)TN)I_ROIk%kpL9YmH$%*%Ep;3M9=)^qpjS5+v->^E
zF$m&qnT&R#^eZvqJ}zpvO7$ZOe5*~T4k4R=;r(EBS9mox+Grf00}sd|Yk8GaR4Hi&
zW9q+MWMWRrNWB_Jb}qdXchBkCGnr)krm(j_-lCUR+D0h~@}o=G{Dar8dy1lW9&g9<
zb6;Ea9yy~wD4zO~->BD|Tqu5XnDV{-Ms-cb4=tT~3nGhXB3_i~y+%~r+a6(`f!|-)
zbcDcW4DaOGsEDq1m3F7roF&ws!@;eWYmL59)|rh0y`VnIRZHYIYdm-<#cP!H7f~i=
zbZmOErr8Gv5>iBkN6=HS5}opX<2JVgMh%06_O?<jysA^C>uY8!PSNl616T=mvHiM-
zLYghxD5}ju0U-;=eyA!1!qoLj)kE@EEv~9Q9d7Lc&%4J34J_PGEj%_qjvBRxuEvBq
z`u;2OcPz#AS!aGLPidCp3J;b=0|x-Q{irT|e)J-xWYjoST(UcdP(>(~d@gtlTTstt
zf8N@-HsI-PnO^6+L1?Kkv_#Cm3UTNG>o`?UXO^pspcyq+2sJaD#YVlggNJT$W)&u?
z^2XTH4b|FF_d}x_ZnbeQMHdSa{S)7JkeSxK*$6Xbm(zb>HTBDvwywL~rG0EYbf8J*
zPFm{AcGGi6SI|+a?~9pybfw1mOOEAD0UoU4b~EO|9i7{tQdZEl?&LeHh6`_BaNqq&
z{RdqZ-Th0|w#CCJqJ=11@+sH>MbR{H&ItWMX9G)j+_=Om@s=>VDOx?eq4Lq-Ua|6>
z6F+diKc=tTa_Z6FO(Ppj@1a5-^@eT&G+TyYwrCJs-3g1)6T?ejh$FeJphNyAIr%>y
zS@yN4pI;+yo|hOrly(<yrH^sHfOkghTUB~`%7V;DB(rfCTmzL(152?edK_g}ovgD|
z*GVV8av|uCvukxJl{`&|iZ+BCbXHM(iwoo)Vy7A@rIZqoWG!~#yZQhH;#>%j`f4j=
z%>UeKqQk)E53Z&C*;q>tn}xr2*Qb|!@5ZkENYeK%Zy2zD<~=3i`E%uxm)jN%(@s{i
zo6*aWswq&Xw-CNnKSe(u$52kMwjLjk?9_RZRFR;0_xOOTNPFTNa`G}w(z1!IsOMCy
zT-VRmj>6N5G+79ffw$MjKvLd_nNB^(>&yZKq!vLL#w{C@Lkb<k@I`CZPSXhOY>N(>
zyg0Rl-}m1w7PpyySVG1xF3U8emdh8G;)M%GPVGTv)n3E{P?9Z&D~e~X)NT#Q4qqqN
ze8wB2z5k<0CR-Sl7(+}Km8-RWwDM!hvV~*KymphGzJSP?<ZmD-7TSf9*m@`<^O81J
z_eM~Q*!vQnfLz<b60iM~S+3UG9Pk*W-uqCOSQ|>|jO$(|09k^Ef;{zP^i_;0Pf;Qy
zSxeJ<xjD8j2&0i&vP@FRVFqNRjyv~LTwH^s-AlJl{yGC#m}5ppqBj@!>N*`vN!}d#
zN9Qi^avFBM;kI#3JiRJQ<O^~BW?ZzhW23e8=0TOOLGgoH`v$P{*j3Cu6!f++70We2
z%WBVieRYn0PSZ5?i!Cb+NxjKJ>#7)EZU-ItbbmfQWy%=>x3-#~Rsr#`-zq8PDc3L(
zvf_?VfWe>X^_mJ`B`HvIq@>bpY6@jG=I1<uLgXSoV1o9Jp~v3ib>)6A=aaOa7|2*S
z%&+HcpD_LsiaUb*Ntf&<+k-@#hNTVvqv@OBa5r`dz*t-rq*C3sq}0xp_Um4rzZmfz
z&GcoE`Z7vPm9)nKgqD^|Wx`x6>(^XCTVEBpa$2U@v`3Js1x?v$Ko{2>e&nEza^7+A
zar{timLB|IZ#*4sUTO`xFw%11lzTOWl<P6wyqHQa)Kpm@kpQecP9y0bfgLqPr{4+^
zn0a5W)#5Y4Q>%S$r76vF+~bl*;S)SXW}fH_XFZl5v3^#JB-(#k*%NqeT*S|z-z5^I
zc{@L(2kcs@TIa3{lNZ0o_>nU1IQ-hp%WgcTrVvRs=ef%e!@e~ErPDRETvgZ=v3!x1
zUJ@NXLC_I;KSrV%^lz6B-I?s6SoA|L^;}p%07CE59Rc5lR>ci6h(zlOS@J#DX`>LJ
z<xkOj(3Zl!3l?FRo6PSTX2iWzzd!gVb)HubZVg$Dq03*#-H;8yX~^_&R}!DJOR2St
zQ49vnT_1`hL`C&ln5M({jf9gOghc5dvMk6+oZxrg0>X=d`(2RA*CS!y|Jg%gTaDM@
zy4dvIaezr~I`oIBv8gP<9#-;3((q2W=(i6Kk3TjwKyy!wc6eaT#C--drqu82q3_bF
ztC&pYNW3nm1$t55NDEonh;`-GRZ*5AN{-)3O1-P=kn!(Q0ngjSl|}ur^C_~9un~WH
zDVv9O$-A4{e?{_u!Ze_p!xcE4#A+W+nzdWBS3J~OuBA;e7ev=H6y}-E#Lk3Qo7Zdz
z?Td_TPvXCgXtr_G|KV-6kW=iHHAKF)-4qI+R_oWN5SFiG*NI|DJJLJb6%De0f8%Kc
zuY`W@79Kf+*Y^90LW`#XaOMFh;o1G_F)NEg05gc3pawUs)08uPrw0>o?$YY;dn_++
z)Vuyj0?)>So)7c`n%lrt#H(iDFxX0>gVW5g)3%OBanT8$XkLNw3GYM;a6wEzhBYPc
z4(~GLob<?tIxoiNmo<|m;6$TYwiD=4Uq1*mWRZ>+k{O4Kdy{k=v7C!+L6v&&(idu9
zN^+DKcdB>ZcgMiGp*&^&Uvk%wr}@SV%}|{ZB4^bQnUz>aPG-ajgpvGeA7`6W^bAb(
zK9@DYSsO$kFOHjIR1-h-mm_r8%*;(zCrj<~k#R4girUE6)T)3_7Vhww-A&NYu6lTX
zVr5yNT#dlA8me^9H-PPwzsc#nxa`&D?>|PaE{%@yC%bLUh1D0gz3*l3@nGl{<@czs
zz23;t-*YoAw4vU-F@mJPG3Rc5ZVd~hQ*1~caJDFKu7)D>9aaM9u^m$zsp&D5l0xL*
zStIg9F?9mvy}@7V8kcJJrzho4Pw<@I@*rObkBiTLG@^%6t*ogA9ECESX^q~#jOtz$
zGD*I=vM#A+617olobae9-=PzAyd)dlt(8kmc+zsL<N0gYqi~Axe>4I$S|Y<9H7;mZ
z@0*gGq+U%n{uX24+MQkm@fF~zWlLJ)N3qP3at6=8_f3r78m0Qj?@)GC2M3&{PqHn0
zYF2d-)`w|_08rUMI;LjWcxrPDYn>#u)k(6>yvo8{CN?(O((pzoUerBOMz680*O^N#
zUTtWyExkFha*FM+@OnjQJqR<87MK($tE>}9z9L1Rhxug7uWd))YPpoT$XIz7BeMN6
z+D;vjl~mHL3bBrRvi2R3_s{8xXTRWZgA;Ghb5JyEAO3g8%D1QBO=FM943RmZcW=WK
zo`43aMEIKw$?Hbz7s$}lP@G=AyF$`}7VzkRT(fs}>XI)r`~eU<0Fl4FLycLitC#p!
z7Bz&REsH*npwWAaZM_$H4PZ1xT*&+ISD{>EGl~tM33`f@9-}BiRY@}1>g9r`Y;}?l
zUE)W}6Gf%+LEYqnPJpD6II98b$|&PECE3Y4%)35m@vY1<#Y!y?lph|FpMNb|Quh_-
zeayHwYoTRSP%~Asve5_Gl2bU<Ed*MwK4QDcfMOs<A$sdQNf=4Oxg`8g_S9%P5LsN6
z!I<eVxr-Reb}L(mPmGJYQ|3o!a(9B5=#%H!2NF#$iTtF>efj;=+p9xvxU5q?9a+hF
zZi9NnEK<%PDWYHK>nnDG)Mn`~tQKDz`yevCaP+HF>GU`Q+wEldL20?5@|i=kb`O_}
zYjzYgcsH={kWR3{wY%7&qD5NWt1MVyCZfEOy_ao?;v<!^zR4L9mX$Fs{i0uu(jb51
zjqKZE9wVb%<*O~+C-1s{%D)R(LT2SxPj4ev(c)aZX_M|Cvpy4nqknDfn|W1p1_t{`
zGvmD5pt0rdVAu_HAwNUy^CvD;3ee$4S^O6n&9SI#9c(|?(xh<QDF<(2K7(UpD&vnX
z&nd%}lwb?;?5GqVagUO!6do!C=*#mU*C3$RkF;rg%}TjBoSNSYL=&Qxsg&M)lS%4f
zh)528hU>(!(XVc*)7Wd?LhWzf2f`%iu}_;WTi3)I`_hv$#mNuGwUY<cV@}BpIvi9E
zkYA^`7LsT|Osx48e@XW9@FD8cr!r%T{-QvRZCwrtnpDiYDz^%Ia|Rx<?g>jX9GnEE
zQ#nANddN{|i159}yMcE1s2rdt)!v5fI$;$fPQQPG+Ud)Gt#bGW`J8L*UrBV^JL>9H
z($aKlnB^vt#=Bz5d;Lobi*gNOvt}l!zlxrAUqMQsSLKBxsoWq=HTF1e-Sf1bELCrY
zd1TaPe~7KOqYuD0{o8Pi@<m*JgBj?lTV8%+(&PTx#UjLkPg(kk?iIIZd1qg6FEZ{b
zU%lXwdHAgB@gu8&QBYmFW())w`~AIV%OnOaF8&{lLcmJJ*BWzjCKjZ~n)2IJOxpz%
zE=q%Y82f%b6P6QlOQtqyWQrlB&AeI5w{=V^;)}70ev}q$RWg?xj?$cfZh^Lll4isb
zV^iX-*yQ@Dy9hi8yV{%}>bC5>5gZCL7^6)ksIgzIZ$K_S?Q3|!-RiTc7Nt+rEGej`
z7u=w|WJsjH;^ch$L0w+sLEb@P7K8h+p-FCL_2jMDbd5L({S3(F#;5KF9hQ}kaYVZP
z{;Zzl4PRa<e*vDCGevnl>?eiW+y%#`Ljk-=0Ux1PK#1yTq}h5vw-;cXeZAr@=hW1^
zj%#s!%@24v4kaN=C?r_ws96Q;*H;fJ2fH$aN}n{AJR(?^FZzA65|c1*e2U3w_?T(S
zn#6u^8xDk*6iZFBpXe&F6OF&kN79=n{~TIk&s^s1_=l)SBiN*1>L&V=CJ>?uMMM|u
zObuyV3_~PZ&D5FkFR#PRJ9S52q}(d9d|~?UsgmGO%GH%ky8JS*EKH<SA^_5*X>AFW
zhhb|hVaZ@XOl|>@kBDm*v%2KYlq_+0mo>6meWReGo`U629)1{{6aIsn#l$X2v5V=`
z;h&GXN{RUe^$q-YC~P!&-cqJ-S!u$XaIUlWzhZDzE51J`Rq}-gugxS(#th&i{cdk=
z({ZpDu!@^+OUX}suzqYP+CK2kPL}QZJNqOnGqWWq)UQaH^F*`|nZl#0mp2JrHYAx)
zM7G#c8#f`VTV}9$2pJ^DW>VN8QePutO8cbz<E;rxnDKI}w8|~|E$2y;int6|%-Sj6
z+Qh0xseIF<bm)+}ydTkMw6}GGSd1QQ3Scp8k$RF+dj<UC39M@)VTEw(H$gD(#Tf^0
zfwm(2nq+`lqWPMu5EecDdXyeGhUUtI;-lXA1dIZ`AXv;4+ts7;>&Ys_A;hJcd}2`E
zxnkNddQg2Gr`6BgcYhSTE?nUILo>hgscspbRO#WA*_(bEhS9Sn6j>fBAhbQl$fm|z
zz_)cr?sUAaIePhSRNQK696Wj*fc>&%an%@_c6DuYTuf9j!G^*#A2})FUCke^pW*ib
z9--yJAvLzZJ}H;Wn1p-hNcO6D?Yk~EFf-{$=sypdTK%r2^YY$)*P!)vEp-Zg^1f_|
zQN2D+y|M=uM+Ko?38inESR9nDm?EcfzD(&=HOgCuA@qqeGKW27RyK_m*ckY$+G!~j
z37E?YHeHuu$$Xk@P&?`>W_&;X_}6jRSWwhra#mgHIDyNzsF?~`#E6vV*3Kw#DVjI-
zx8sTAa!E75P%#W98bxd;YYm9!@RM>o=7QFa2Nr<OTb5)qN2b5aNjifI@k&vHM(`@Q
zPhsPtV{H}rC6$9d1;fD%0QQ(5&{I#5OF8p;U{l=&mYsjSx=57wN1eTkZ5yxr93s=q
zeS%eqdHdGQQAnAecw@9<&rhrc69LP<nlQhqe5bDMfcToX2GA@W(5pOUKEicV0@ad$
zWPNXabq(Q=Z*L*7vLs+C^*JZUXeZ)4F|WbQQ0>w)P|L{_DDhjm!t8<BfprRX4^v;8
zwEN~r?mT3e&q{B~4>YLIE=oXJlcfb+?&xu=vU)7teiad!L-^_Onq|DK!K4_l+|`WC
z_d_e}m_AHJkl8drn#G7;2Zk6>M~aJx3m9JbTJeOQWLy`GD-p;*`*FLJ#->e)$xH4e
z_5@$a!>c^OZ2I&S?P?(cwqf;kK%Y{!3Tr7TO-wXey<Ex1vNTRq^dH2D4NRPO;T)UH
zX>i^F^cXt2;^efjC<R@gP3UlA|Jsze6ySP;Kqo98v8E>^#3S^ql*ojG8*s(uDE#?U
zA_B{$#trTVuMI{=FU8lv1|Sp{%E)J%>AY_fVn~IaRjc&Ilz8x~bu)GdM?%VNw?eH$
zGlvHx3(H~*-+52}3~5QTl;*j0mw+HG@X*Ybzg=nF#c<ff;EJ%+lj`MS=?~o!Q7%o=
zeK)>pu|*rG2XMby?VZ*Y@;UXiW?#MZOHZlA{T<=8qx+D{@I&{WZ$Fc-$)0oGDAIs-
zX*VXkHK=m-BKxrYx)5#=@c&YFQd&~}ymHB$;GD`NOja#gJ)lBYsCu$PH{&Uh^m2^s
znjDTw+cofluPKzmf;FmYja$Cx^S8o-<b&AvmJ$+^tyV}J{hoefAXYT^D~L7LYBMzX
zDRtzLa1kz9(PQuv-vgdS3=z_sRE)=gRpIr?ytFDzJ}F2GEBEusMX0y}w%7ukM{K4_
z;Xos^_Q-J;)_&RknRs^-`sgTRMMTOdQ{%|TDDw%J-S)2kZZWQbu~cSUs^(?N5I#m+
zgN&>IS>sTomtV#jDK4V0RciE6_K0jzjIXcDFdZutF8q)y$^StJ2zdMly2d3r3AY}2
zZpR=U|J9(ER!6Eck(HbQ_MN<?(Ae&shKk}tr9O^ip^+8K>a2QDRzi1?a*?tXw(RPw
z;;e+26n{A_H9e7f^Wb#PAexIo?BG|;69*mI`3c@V>D^UUb}xHD=sI&p-OpJGT<rjI
zFRasLEE%0^zG<Js*xkdW$PQ5q*90IUmy^vK+sfaVN-ndS^_S4`z)kNYuysXU+)?I6
zm6tBdMq|dNONbR-Ck56>4lTS?V#Cwd^|_5#JI#xn7GIJi+a6Ie>Tow};8#9fZ4a0E
z$oixla{h2VG%|%{0DhL0`EBYj`C{3pUU454M)-5;j_RA8Ev&`6mfD87e#O{jG+Rw&
z7(?~e{5wlZs{?*~eO|Yi{>5~rAvI6pF9V7T`4sMFYHV!H12bbH%2L>xPb09|>Sd4j
z8AY$(2sV(cxyo076<T^A>wl~HOZ7o>wTFIf$jB0i!-z*QGENnHdr9%Ns!Ru)fg^?f
zwW<h!>LvMZ=teizS5-c!6Fu_C-8$h>x8253S6rR&k#>)%7^m=^{aQ+IQ~ijVtp%MF
zeg4CnX==%<DKn;^{6k%$Zj_oWae9)(={=X2z_|^kO7v7$N`W=kE6)qD5nXytx!C%#
znawdciYV}la(T>BGa!q)P_aQpIX*#0B;dtkUxL@Hea-{d8>PMiIXOo?N6ZxuXWrGu
z`&C<%Y~oS1x`D}>mRqeD@tG3eT-hQnMp@M>*R|IkLWXDk8wZ)}V7RMgfPtnKi$mYK
z>PhT9OpCRYY=EqIg@o)OLg=dA0AwiL@#(-AK;{?gssqQJ*l^k-t)y(mjI85V#beVy
z^BP<&(+>g!_K?Yc;ba5&*BbH_ztaU%lOYIBl3$8T4=Ew(-qe~3D|j|x8Li@7{dr=;
zD@sKHNY+bzn)>*Tkkjf!9{74~i~zmJoZV_XD)AGWW*boO>YWtaN<Sqe-A~MgY+$qT
zci3=HLf?7>_ufFGBT%!$yIVY2=URV$S_u~=;qk<ak5A1ncYN_{bJT}N&s8Mp2T6E&
zt!nlms7cfN_3H|~%|F-Nc~hof7rx`LIujs0dELCFKuESw<k`B}KM+6<R+Mo-oZFG3
zk~BJ+FE;yJC8_au3ZYb+T!XlR+FmiRF(;LmA8n3p5h8eSRpzx6aIa-NTn%#aF^&3i
zB1BEc*j$gBkDG_4{|+4?Sn}Mas=^737CI%R>v%RHY&bf_Wm7JI9fq0AX{7L)0RO5Q
zn;pMqPBj`a%V8Oq%ogm3uNB-riobF<n|3#8W8L}DbkCzun;RKOj`bFnAB_$}T!J7~
znFKF~ouak3YIpDOT~d5<L&FQ<Y7$_0YGgSqo5-xC^tRCrfhNZv9RphUmxZrcw4tN6
zd43cvT*|@Dj<IRm$V-pWxn6z?CGK2O&dbZg{9VIl2NV_Mj*C$*Zr~vC`6+R};`tg8
z-?UyXsfX%fFO-CvCh0tkeCZJXH0>--@Os;W&^L+Sgn532DJ@-dh|?wy(Ej!%N67u7
z=GFO*-(`Ge{dc@Vg<$;ex=BOhLPNtzL*qezPL}@ceRuis*PpkgKijh0{rPx7-<JE+
z|E}1Vc^OML_G8|~XOmwu9SdHU<73{X-E#2#moH#<jX&*5$gyBo<nCo=L#NjZ8-J%Y
z{G^rl<4Lq{&i-D5KR@}`%6aLFywT^xrUB2EpquZneB}GSFZg$x=8p4It~llSPrh3(
zwWk>iy6S>%WMqB!(4O+W6X<vO`ZYs)<*p!)l5OVa%3G{QpPf|69UAjNM+wrAS==2l
z=gUVE!OGI_ZUx@@@Gs){abV!m!&RQY+sQ|7nJDwHYo6r#?UoK|yPfU|%X^lze|#Y$
z!4Yp(WTUBZ@+qVLXh7-A7geiomVZhATW;dLb=mW=uy-2GAkVeo&>cmp`)#e-_CK02
z=p*_KX7&GQW+mq?e%Sv<qYU^1g=-xQf_1)}FSk+$0w}ScT5dNt1(?0crTqu4_xbfS
zWxnkmcpVt~1d8AtRf1+;=sx;?kq(*^N_qdKWuj~4Mi|W=t$kZZno{+>=l&0uIR4%F
z_s*&g6>=(N7&^Ne8>G_0q<sG6`L)NKL{lg4-|s5#Kk*RUR_;jT7UkQXu=A8pY>|%L
zr`4YLaW_NIxg(^0pC*!JM)vpMUK`DJxc<93vUjcTp}E8%Z)3#M{d0N7C-ybB>Bv_$
z9wH(KDBmyfR^Ag(-2UA6{X5HcJN4nd{p{<-$_>GoKF=FUm4ZmV%TFi%&}w{rHm46)
zR+`JYyF6<2C0MIrhi@V5l0eXW--gaL&vwB!x)z<w8V)gM`rpa6EgITt6bJ;y;0b@5
zLe@<x6nk>nls@*cAD?f==SbYM^(&-i5O8wh#yTURrV;Y{l3;{Ox|olsj$lFKY5{i|
z?S0lWnZ+FYM%8n1u3LWHzjy}iW7=k(<kL9Q?o!#RR<3CvZFQd-ZCWe=Z-++HtbM@2
zggS3I1n5{u-{xZy2m02K={vJ##KZ(?t;#!@>#v)>1G4I97b8tIP^s*3-ono+&8@^;
zlMFz>!GF3Q{H{VZq8b=SMy3?9kSS;=DS;Xs(Ru#-<YW{ov%53O|6|}O1zeLU?+&9E
z4f$(bVuEn=NjXIch8dep{e!3R>Jqs1#2>6$sJ)X(9zRR=7AcgH)6@9yR>Z}UwWeO@
zPSKF#NUo?D3Yox{_NR-e5&UVt29Xw1@ORJi65k!wf4fVD0?JD_S;*m6l!KmM8T5U3
zyUXo&ww<D(!@G-zPr2!S28lhq<2P}0DU|e7BEe9R%?Q!w_lej4;bmWLrGo8uOAlER
zSz^iY-y$yoP42}{*=eVJUh<Ni?!ExFXWXGne0X=(^LJ!|>d%Kr)}OR}H+7Wq9(ZSu
z*4!p2RXP0a`1~Svk4Eu0o|?nXY6kqv0&su70FKBCyw>@}v)|(I*VIe(f&b4N4-en-
zQnsI~Z#}p&yZQBf=74?8#xq$e+2;H1?|(b?G=C$-f)1IKx8Ke$<K$=E#}NY_zGuI_
zCeV8Leoc$ne=4A~5FfM5Q~bf9*i$}|{P^11vnx-@iaYi{ho`mq;wxwPST1h2X9Yd?
z-aW%)k+1)BJ~zGIHsvsX_EI-%bm8?|#Q}0gNQ-CtS3aJi8&~AJRZf!@5|qDt_&?iL
zjC)Z3#q;*FjLb-58Rm$PfsN5w<T3e*{O9b6oA>4-`))k=shF9k;ov}HfA8L(+s`H(
z1_J*b{d-CKW{@f9R^X?O#H`=fX*(7!@pN;G1)c2AYo#gGecE#N3ZycCuCRQ6D&YB*
z*FUDa<FatjrO%!>o+&L{=X<HMpB0~hINf-}>Dy_81ze5RpGuh8LdWh?3y8++;YF#Q
zO<-yFeD!i6G0D1p0HY9+Ry>zB?xyNa-UpqhSWJ(`2!E3C5;yAyevK~q4?dTZas&jP
z)6lwZOjds^x2%Ro#quaXh5O?)@=#z8LbwjADIZN_5=cGy32Tmk{aqRWXU)t1XqwLE
z?@k9Uz4m=>?FI=nhDRMt`H-TvOUk1W?!uFH_%X`*Sg#|07f{RH_B2^`5~7yDcu-KH
zn@H;VhHCvTr*LpTrq$K8a5j}x+YfNAw?QVEr}yu!r~95cDkh__j@W)_)t75iw#D2l
z25urkP_etT$8=+-PgVD^o2aqBXR_$paj(<A@I1mSlJ$rj=qFb}u)`H4TbS2kraada
zI2Us2=WXpvF6$;R-Q7Bh@kAI5LVD#ISU;(%2UI^ODRx;X6zz$8_v9W_8#%gmtKE)f
z%c-tO_<Q-+{!+L9Xq+u=>>pOu)|I_?_-T#0*8dM83Nob5y`HAtsJSJu8XekOt|nX=
z#ej^U2`a^$1Xt7meYRaCZ<ih<f{^T(OyU%L-%eAnnckzOeJjbQ#NW0C(;g8;8d8X|
zf6&l+>1R&}r;kO!$peoQ9Q0&GD|i2XJ!yRK#h6CJ=!x^MgMbN%50?&Tcb6+VIM7Ys
z#xlxA%q4ltYeLGKD*ME^O3PL=)nP3SI&Ss`YXOjt*|G#efy~sJYl*S$7#+k^z{zX=
z7`B%&6#y(di8<Ns{`F>j^}XB4pRqeG)Uxkti3I)U+b3}r$QNEA<uc9dK3dkYH!ryZ
zW-O!@mU$Z7UhWze^yGPTXJW%jQRc5Px8xm$&2Bo<25NlQ2GP**%zuN%Tb(gc4LE9z
z^k2fr(*O*WQPQBfP;oa<qu<JU%d!t3Zo%FsB^=%I;^_TSv8r$fGuZ1j)O`8z<t*q@
zsyIMSHUw}I>9{~aMU4AZDi-5Wk|S80nR%llDE3EwIKu0G-H_EgjI#-;AcCCd3vV_u
z*7ouWjf8)Rk$UAqTiI{uO1%ephrvL!GA2e^)tQON6<*tdnNnCwmARkMz#kPQ#@Qk1
zf`ueseM+14d~PRqkm2Ev|7f19AI28eSR-rGi{ct!b(oD9Q>ouyG8-+V5Fi;!FqBa-
zMyOY=;P*)pvBEfMP@iX(x)1ZuIr*0>p&+OA3J_drPO;R%VAl>MdC)No214k+uCNF$
z{LHqvxLA`UTnbaeT9;<R?daM8Wh_6Fy^ff`tQ#_k3B?yL*iI<;M17tNGvpCiZI71f
z^p=>sswyM*fk~(>iMJdI;0bVxvb3}Gp1SRu>9?`&*7%}vTmHb;-OYyMrvB5hQSXq3
zd$*46OIP1LIX;-sRdI2C^ft#qw}jpx`h>+j`@?Lsl;+-Se1Mj^Yo^s!HW3m`(c3pG
zruNJdc#(_PM{;QJZJ<-Nm1t7os1-z&=~>*Qd#<hEWts5mmn+Plx1+b5%z!i7J`jO?
z{ZY8CVoYuXu1=S@y6zM?qE(nqx(e<UE~?7yBJH!%`>TqAi(>P%jOcz8^Qq)7ecH=T
zS^Ba!ljw8t@s(!R@Ch<IlS5kl<ZWR7>COsfojyDqbz?rp=EjlAr*)^C2JeS)1OW;*
zSx3*J09igOF3DOOg2qF(@T__qJUT@)Ub!lgNQ^E9`=y9pp`fB*j=j3q3;b8N2?0)!
z?QfsElH*(_Q3ibTfqUANzEu>Bl}tEvyxQjy_jc8f=c|ZXYLJG8+{JiKZJ|pj31~~U
z39pr{tbW$bK60bYt*F1LU>m$^DP5aJ{%8pLs@rtWsWXajy{hX|Of20?Hv-mIgYULM
z<1T3DeW5>dfy__LV&@qYD&^Pj>OR8D{|1K#wbUVf11Z5Ozsh?Zs+9?;Gt|%)*F}wl
z%4#74B<>jn!aJ{*Ii0uYlrc)kpL4YYPaH&K=hQY}4zH8g(_NFsmTvW?(uYsWJY6kh
z5)ylLZFlbgyQ<5|^+JmijL!H!p3XI%$^ZZ3I!Khtxkw^pj>#$HY|bNQ#+-_r#wO>;
zp>irhIUjPi*~TV^8FQ+n98$53m_uj|6LOdkeSiDk`QO~F>&C9f=en-<`}KN050@em
zH1@Ts^`*iIFTaKBxE39DEef&O>Iwl*kk#F|40;~o-LM@NGgS%VCO@@z9EE|A_}<Y%
z{oSP={b-qxpIPc_yZ-`0cUcd*LjO2Tu4&eJ;2YftkSN`}6msSaC6cMLw5n&~{8z!s
zanxcZ&(QKtkvTX~=>Gee8*;OYx$(`71wPV8_b(Xv1+*do-ARIXLOCYD*nRI(KDkqd
zKaM}x3@{BkEQp`k7*0i8`coYmnMZyvn9nW`AXVf40h838yWH#`HEeagOjl*NkdVjw
zPI~5<h=mVu_dhx8`)yg<ZvS;H`YW#=`(P_4bVA(_1s|0ri@yS~YwALxPZ^j%h1W*y
zH?|y)97<}9ajy|P5rZ+LvB$O9iAI}@eplt!w5eB>4BuResLm1&2_5n#>Ud3?*W$CN
zdhTd!J&kqFWkuA)zY>F~7gCYT(>9y7w&I4?KMv1&uhQ$=u}CPP>a1F97yrjGsJR@x
z9uQT4UO|3=PL)-*(g}kq20_#Ve^fp=>aHdwv*(<M@XOaM=jfr}MXufg{r%Xn_QlA$
z#T+LS6l)<$A;Z0Ia9k;XN_>h-%P-!K?yO{M-1;2QX?5}L5Gx;AQvT3uAAnX6qOR+<
z#tcu#^9;7`aL(+$fMkiGu%70kyF<Q=BgJh+_nn|l#l3^K^0}XQ4HvCk&YSq3`tzla
zvqpvy@u@wEbiBLq3*(*4?n^DP=YrqWod4vQpY#3}eZG4R2Ri#ILHhnAuK2{-PfDzJ
z=(RkOb)tItIgM73j2FIhy8IqK8jAC%X|b2DBF{Ph5Qd+@f2O=4c|<cXWPASH$FHjY
zozU*BK^zQ~75uvo$19+MV-8l(8@U@Egcc`x`AKGaese=-V=&|ko_kp+3a)V~eO;+V
zI2(mG1$aE8d0u|qvm~KH%*?K2kZxdCiB9>QE4v#aB|cSO{ZFk~u*fya-D!VAATWD7
zdj~i_O)cVB`;M6MbF+lsiND2v|G{XRpfxsbgumBtsv^@okIYvaNX4*IE6WWUW4Qa;
zMwTv?w({8}q0{Fo<?Kw>6i>F9y!M*^w)QI>A6IFF=V1P1XH-_dy;`%BT5Y@|Gw5S6
z_q!^*f9`3L_6w|`)jfcrxh!v|OKwf;ek1zI3%ZeCi+^dp3smOQFR_1&e2?*GT=;)U
zn4IgXk$d_^gRcq%BJNn!e|})kj|%~4fx*X?Xg#?Je6Xe57^&F=3YlECfjyPiJsr-9
zYduJpQqfB1<>f{<w9?wQMBv_#2iVgf<I67lKyqGX4YnR!Ud~BQ%o9EDspqrw^#j7k
zsbExV+S0G7=QBACuNUDpfy81_RlqZvgYev&b7(=}%Y#{P>S&O4Mq*Z&J`Gx-4-guf
zF$*v!K*iV$l88}t!j$XT(J46$py8K86L~OM^uvvSJlI}cT@6t81fw+W+|3_O@AvYS
zdisV*1)|BZ6O6JKEh|eaLP3O%NwB4>ry-5DWB(?9rechgBIh1*kg@{9x%1?^g><(+
zCMe9(ttBOzAJ#cB(v2FtCYB{{Edpv@r|~;T?X+b&3+pCc(&ACSdUNfh&2tCIVKVrX
z3U|xifNRcZ_SWR?AYpvlqaARv9{p7cxu5Pd_L7Lm{XrF&`sL`A1P{>7LMZ?6Gdej6
zWD=Z$GWSQca`lgOORh~NjYjNdKx<gwVOpSWKDHK9Q&Zz(md~jDH6~M;_9z1)KvNM2
z5>k@O_a7U_WR;i<oQ?`->cd0-%%{%J=67ix<RgYx{`^YFgTrBd5chpZ4`gN<gy0oN
z__Tv=Gr}o183`Cl?()O7zb$JN1E$2&VPJ5_p>_b5T!xGqfd-FK5zHv|zC(j)XwaJA
z)7JiRAVMiFYC^@__zJhBgF{~V3HTR#r?BdU)MA}5!$63?(DyaXX`8XyCW`(xRiT<v
zEKdsuc4^k-RU*1sW4i~JLvXtl1>ffEVW|?D4!iSzY$<fU*U2sWxxmlo*S#&sp;L9-
zlSY`|uRt!Zd>6rSGNV%GE*JLM{K&V7J0K5EcDN;fFQ~Fg40WYD5|zc4e5?(FGP>}*
z=Vj+AT5@|_-?w$j$O;8qEj|ff*BBk;8}XNJuCe)D13IB40g1i0)l*PxGB;Ex(q({B
zU(4L<Ep|~K7lV{N{eJMep5~+ra`oSry~M-96Z6)vwj!SUp)l|u;<VL`jif8C|73I$
zvvq_U=9cFE*ldgBj>9vY#)@d;F?DeY@x<<p2X$1BE>OaaoklA;<+?UHc7Ce0j-U?F
zOb=;u{~lB15wJ)4X{WJoUa2^ahio3J-^bS?C$n?xlt(ZUR2#N?MtM4{!@g&$K*<HO
za>bYvU7>m0)iv-m?CeDeqn_mJ^Vr{>zx94UABr~%^LBy<8mM_f;&%6I6DkiT7pG<7
zF=GXyWLa$Bnx+^-z!KLwE81aT?YM>+<q^Z#+mdif$2WcLuQ!$`dO1s%ARI?U(!TJV
zs~`YOCy2I^_XQm<3Pn1s6qS7ZDMtuV2+ao?7gq4(SuK@Y9}(A-KhQ_Rb|D2S%STZ+
z-&84CTI@yL$Q}|;YzMeL-pY(ml5a6-9gV9oQF^cZrluwkD55O{R3F`h&ZT1O{)rn1
z#fQ$u-y(>f$T?^o9#kkTa0Jh4WRy{A1BgPvPkG}d8pYEN9c%9gVzE72tG3h1yL2Dm
zJUWGtY}{BN5QdyE?SUlBaU8lFY9E>$s`-oA^`_p6_9U#-$1+Kz`kk@oJ<bgpFVJ6W
ziQWL}z`rav+}a><WPEy!O(ZJLJx~F3#k8^qrfYw$uN?OEUvY_5i@(~FasER@I_&#;
zER`YKNztnNSHeCr#zb`pw3ueqp$tXZM@DeHX#9~KvYJJBN~KgK50WxV!0EneRZG5D
zcA?|)`CjWegC7QSy#=uJmy<G18PGcIcC<Qvk`+bMDf=4|-v_OXz<<OG=IUf_J~|7C
ziaP^*P*149R@S29|Ath6x*RpeJ_b>-*;DN7wQhuR?ym@HjZl7-z2f{edy=!Fe{#~r
zXWiNAL(=q%A{LkvkaJTj7tU6t&N%ewpctiY1ug{3K9u+uTRlJ38>~54oBd~Mq4MTJ
zD$-5S<=iv{^;&u9bh+|b@4|Ume93S69_Y}0d*kI48_Dv`;JJiWi$@0ab|Zte`xW(z
zNt5@sbcWbl*5O*xt%=)E3;LvOR;}>hpq0G13IzGcX~e*E7G;gB?xb#u{pgst1O2-^
z`%J|kI%k*}@3oyWH~4c~H#Y*R1n@TzIkQfB182&^@sM~Fc^p<;LmAgic}l2OFMzcY
zsPlh;k+}0t6ACU-ZRKYTL=v8JDY4CH3xjNT)QQn;iEQ=Pd5mP4b3I|Nb#!eS*vQ8^
zpK1^Z190hXA^pmOx*FsEa8`OX3JI=a$8rU8Ct;P9z^`B51OF=d&97}DT!$5edTi){
zLAMXum`7Ui5PW2uc0yZNmN^7Y7pq!kfj|GV55SCTj$v0k!W<pGW7nx92Y?v$N31v6
z=c@?O6Ll)J=qZBd=i2<-{h-BA4ytT2AAEEA&C{*M!Am6XuC)}V(qvi%APtK#p0E#>
zO6sW>*BH45=6NpLX(cP!70z>q)7v5n)X%-n-M4bKLhKRqS+3!Y*}mS*y9|-}YwR7Y
z?z!iTf}1;Ce=Wi^2kHp~=9*RjisCzspy=S<K?30WzEmi=_LWN%ji_`utT8s~h9=TM
zz~=2UkN;&v2^^;Or1Wj%IKKW?%TO}T?^33{(-4IHDGo<EHbVT}@i<(H3-#<bqQm^E
zD9s|IiwpDsxeO>qQm2V6&TU)f|M=F-mAT%Nq%SjMobuiCb4tn1RD0(YIr%}%e;iZe
zP^yEH0v5~e^^YM2N3P(zI($6J8jvJ&U8f@{Y`vmel;^d0F#~}sk3ti2Uo+msORDQ6
z<R6q92k2Qxj*P9F_=}S8f>C-xu=FlYeH`TDr@A^fqAUE@tdi|?sJww@X!ra~MZ%r$
z7^2=^{+HSOL0h9QiOM3b+Al6WqH($wGsrWT&5_}YO|q<x$Ya2=G*cwQG>wJhb&y{K
z<ZFNN=2T0zRphg;%ew%`Ew-^qs=@tTKPe`zl?>B(Ryrb<r@<8x4mRWoIZ=MC_=n1z
z-DkTGT=`M@aZ~?J?rROL--E{twWd@rB802rih%(&stN7QHOp(P^Q&>ZAb2aZ_$VZ(
zZilD>L6mA)7Z2YIPls9=7{+?6&SsT{Yy$Tpr}b|~dsjq9KWg4Cu^nB3ciryLL}O@?
ztS~O4YlST6fs;nwhAo>@b)bOAEZg?QQ^WJ6U2yn1A4lO*BhLu(VnUL6-*~V2-0UXj
z=G$4l_8g!e39@~Pf(kEv2MfG26}Zu}9*t>7`BH@x8_@{pDylpA1Dts#PfhmoN|!1E
zy8`T909pn%j2mQ-KBe}Se@wU;f3f{l|GB#z82nUQ`>HQX?^<!>pV~mBGx(0>`;&xR
z`R)ltovL;bQFj5ThiiOZ@gs=Zu3feXG_Z85tR#T&x`r@5F0ZL3WoqDG3GV(#FIStp
zHeLQqHW*R*-SqT{yi)?STsTi8hmy@*Hx62)wqTfg$hDit1LeH(eta^R{gwZ;Uz;`O
zN+orGV^Z$|BD>0IGyR-#`u`+x45i*5iSwdEsP)O4sYTX5Rc=tX2nqr8j5AugN^vr~
zt+Upl*n4NkA*(z(PD(T<np9=XXyzF1IBPP$sB&vy4;ssHXc8M3s^&BuEwowC&@Hjj
z(x4_jI@w{oLLN377K%7g9C3b1!@1^7Aczm-aO7U?rt4Kx)8^E@wh8E=2Qt?p$uLex
z)O63gjvxBzxlwk{#kdq%V&r^MK>^6f+(Kiq$8}u8O;MOBZ)9(rzAb#;kq0ND%saW#
zvJe?lT!()@>*|MXB%}=>_W$EJR4}+;8ykBiG@T80oukiPgKaN4!}afu%r>wl5gltI
z8R`mPABy@UvKlm@zF6PW*}Ku~j~sXVjmCl&iK~ykjHgZr9?bgvV2B-GzjwF&0n`3c
zI%t#nI+^GtR%2eZS@Kx^<~H~hP9&r_ZFik&Wba~pTxqcJ^NFAgz`*4n84fp%D=VkZ
zty<(i_N_bKzgq*MkK=(RPp@ld{usb`7oOw?uybfsvH&>tM7&bZnU)?t2?5d7l9Yi;
zrbc|#;<=V4&tRbzSmb_fdtwC`h2Iqs!mh3h2|~p+Tx@8d_SL*QRbGRPA|<A)k4ARZ
zv}fA*eClt%&7t2u!<i0SwNCIeq#NN|YdUGO_a0dWT3bQvYgu6tM3xZr3@xQE7^2tu
z6^&aTglAVRl3d8JT!s`-<0w)eb_fdFczt+uXrj-j{pX8avbZHXw~4LO@RJXx4S~XV
zhC^EI15GRm(<143Z!+PNuTU#f2RC#iK9++1*vFgp)!aI$OI;iSLIl%P<|TjwuBmSu
zKH!_prqv<kMUc+i@!i46e4253af9Zxt|vCI{^vMt<Ysz$aqD(4VYxD72;aSl!K!GI
z**7FYMlS-=KX(zE@yd$*4IULztk0_<{JiM#J>hAp618fHQ`Gdml@#kH;OcdqkgV#F
zU(fE3-V$q>&ZDV?nU=m!=FCOD9lAg$)ROvmPcDLAQXpu!UolktlYjW+tstYTr;jD6
zWg7nzm`$pEXZMla2bA9*_<Y0_W!6zkhR5i#M(Op+j`eVJ#mVl?d$sTdU&{ETPK>A~
zwuSDa{zpDig*e!NZ|^+7M=9vQmPDi9p$yKR@9TYiE;Kbqkd&@pL~0yDLbsTSj;dCp
z3L0w#rtAU$J2c6#kFv!2uJ57u1BXOljTT!iYtu|!q8Q04SpSg!@XkL;e+Dr@TK{77
z#9c<&<8KBUPDdIu@6dI5wq0?qA@z85E$gvoV<Z?njeNkv+$})vb0Hws@l{l^#+XyV
zPQwQwk=rdQAIg=Y8Joa*gy>&3Fc*Pl0XLjnN-=ezYvvWmNq;9%oI$_(U-fl|$qY^*
zA>MAfomHCVMYLCGu4a;gmwIBJ#%A2RX%TPj<%xcJkzAd$vi2XgbM0teAmmy4iJFP}
zho}o__|JS_ZOQ%(M_;NepB0l>q&FEA-A~N}M1;C@=-yini5HlAYgfuHof?g@_BZJi
zsGF#G+o(|VaOZW6xAe`EQe6Dy(KmN`HgE5J+#~F*{zT+|{rn$CvTKz5a&&NXum_Df
zdBs1#-Qx#oVrSS#<4bAe;7J#G1T_-^ok3QfnvQ7L$ta_yC2O<2D-nbLu1GXFhMvzm
zN9i!#=3#Vah(Lu~#d#Xc$}5ob#jI?j2%+Z~<31w=b5q6Rg;xTXv_59_cB2>)s^N>J
zV|gNvc5A;)mfO*l60Mk%z~WU}F@X+RrA;Ze<S%B^iIx$z^7SZjes0GTKZBF(lHAX4
z9;+mtY95P8h0-BGG$PC^y8z_mvclhD@1j_s(Q{{QY$)2^{&0?0QqCm63Z{!$IIn)p
zJ?Q7k^x4b5#*|Mn)+Q>F6t@{y%0S0ofnz#<zMIA9^^9@px81i+6vVF7GSLH)zs{R?
zk<DGY)6#$kCRg?+>K|J^g2E&F`KLXU5iaKP_;4e7HiDyp|H93et4&-VZ=u7qrvwL_
z|Km_>nELo=e!P%;EeE#e@3?)Y2zFE*gB<Xqw%EEVYU#NoRL0TcXsIhq82m|b(>tG!
z&mo5PE<qtom1lU)P3|ECFL*fp&j+Awcc3}cr7Uvjh@*Msl-G7tMWdWFn@kn1LMcF=
z70s8Ib6|&wvsVE3PA`0peLw10&Y2)^aJ<2&F?t-q29XgtTPe{vG;%fM5jex8+JksV
zLyzWS;k-IHuVJj+EfW6-0_YHPDH^-z`5{$0So0`wK*@e6P5}cp+5W?mmX4>{R1L>?
zEvM!<gfq&@az)b-T~uuclzMLGmauTEHPRz^BHz9tsHC2c1Z}+U{ey1Ro%_7i@pT^H
zGH&F+vR3N(I;YUZq*s!sKP*a_@xIkIhrJDo%+FCOjxh;pV1J}{dVEI=mHmtMgIyrm
z(k=%b%!JMZa*1s?o3$v3_K8<!TQNrq$-aeW^1fXN^<9*G!aQdgFa00Kx!89k@XD(O
ziajBy)r@mKt!XHtdVi2<Wy+If+&HH19$|$&gNn|}m5IPUVjJfR-yHl-NL7+VYbQ4l
zG~?WnSPYR3eR2QbK&T=-Au;VAv^s#XkZ_^1dMhyz!P%qoqES@dhzc#*m8<NMx}7{=
zr?SW1Ur%|lf&~BKy^=h;ig#kGTX%LAJE$-u=*Vf8Syo$L+o}P!$%1?WEX!Xc;Rty0
z{qBvd=&nt~ro`aa^e)Q^Z3%q94wDUY<E~a5hPYw^F@0v}#(;uyG-jWy(^L!%E`YQ<
znw%$3mY94#4@ry9^fLG13xo19PBfb<&-H1ZE5pq%#uf)?T>SJQsIo*waM(oZ<-umA
zahlb|=ebdk8-ge4J@61M$8*C+61z*pap4RaSD39~^NZ#nXMoRim(@`#wf)*Rw*mzg
z&yknLQ(#rUGGIf`G1=MX%w_(AOG~NBEh2IV@^w%D^s5!^ldQE2-_j^o_DbfF;|n(x
z3zMe{t{!MMUmoGOmiI=0x2?OP`m&?v{^n<;u&VXl4s&S@9e<)ycK2BNnp6WcJthFD
zo@q~ofYIevl$OJrt7-meKawz<0Bi2ASK1qg?LHXc&xg=1f9r|WXChRq@FGf<p`?jr
zB8Ybat)zKSoQ7+qAW6<E@~hU8v@&w7YuM^b{)fAM*An=@xY%zsnDK(~`w+{pV5<qJ
zy>I<^Bwj20&F!`J0wG^4$qiQ*$fO0qy1}$%c;!yhm1w254dVv@-omNjd)I2f#+v_e
z#7qL6&=I^!R}b-LbqNlZV5Fw@r|q+MLJeiP!b^VK68ivbzrFh(M~6~qwdC?PuS!5;
zk=b-d)vrKEG}Y?*vsl(M%TAc8)XPuyLhqFg8*XxRB#rQMr?2-Uom&3>?Vzak0!1q_
zBF;M^<5m*MgQn}0E`JGGd4@ZhR|~Q|U?qIq;dk^65$gF8{Tutl+IG-zmo|=06JApb
z@fz|YkwVSUTa<Ww+blLwr710@V&MxN2bhdjxxoZmHLhkR6*6o~_eN`$3O;l}6@RrR
zyZRH&aN|NJoM9@0Q9L?xK_pM2B(9~2g$Jd_#jJfH+7hvW>cOpBS4=9eWkhd!{wCJ8
zbZ2*kRqD(ZiL(D%FRG3gI-AB`Df7l<CJ&p}*9*f7lx$Q3s_QBdwF>m;G{>>F{*YXe
zE~ioZkKTx1K^d*dq8a;gi@dI=Qyz8aa!$_HGqh1%MkgI3&E;E>MN`t@sbhDvbCiLO
z>KvM#zjhNJ#b~*MOSDLmGHY=!28WY~Q>Bv@OV8`>smhE<ALW`iXNO1dKZ~DOmj7ro
zC|~(U6epkdG}YptG&^f7dYeAF`etH3wW@IRi$lyG>j>+B)>-&;KmhJkM&z)R+-U22
zJ>fX3*77q(Aq9Zkt%KP8-*ub814_sGkFHhiC*tLUCiCCpjf?YNQzp?H+h^Hhq&{|5
zyy>fdJ0(vxrM0viv{d4186XF>a(Eh?z))fsHGkbvD?}dxc&v?6L1Hch#ZS;L;x@&V
zcB{UiH@C#pmJ_)bKK2|Fl`voZ5<ZP6p0%CSkZH;(81EqR5{`mv+vwBnjqwz9rEdRK
zvB)A?v!$zB%|S*(1&d$$xQ++?jkQp7Nw($|F_$EXAGf)F?fp#PB{6{finNT_ZMD?v
zz&Y{9e7z4iMJzZf?*97BdG#^a0wFv~ij#~q+Zgc+;G-LM?B<<+5cF>~q-8)CxAvH{
z;BL?&Jtri^-I<(yp8@4-GFOXi$eXz-Rg8I(FIRGIk+A_fG>(Om*9+Sq|8W4@v+(=T
zXgMSR74w|^^MF^idbR;19tLWoR4(Eqf*jvGjn8i3Xe!ey9k%OT%8OCS*I9CLj_|x8
z-vBeQfGb(`ilnXS91-wzAvA6oEnZtiiJWA64*^au?cE%O9efN0<u^A!RkfU#Yw=TR
zPaW#wt8PibHf;ymQYm`1;cJBc;*V=%8AgwMgkDTy16;B9((}-h%<P5x0|2X+j#Uq=
zkch(vvF4$z8`fxTXyxio<Qw8l_%!6;8{pR;QKos<BhUm+kg0z+2|FPqhzj4W<#G<;
z<pfB-c+;FS`YlqiuUb91*1xalG~l?~&CSo5J<Wp1=^Ky;u#_^@CEbVP^fR<~p&&on
zJxVn~Gp@Nq&0qgztJ!3|Hg7Wmw_$7IpHI&yc8R*Z#rGeF)nvaVS@+f=(kYH-BCl8O
zyY1YHyL6g)5JVhv+!%i?d-ihiL4oN?nMZ(!p{I71XH|G#mL0ms)<c=4(ryW_^ql~L
z-TjEms|(bB)#1+!rP}2}EbNVJcCOoQ>E?^(6eb9_!r5Wk8HOJzu*-!I0s3mYsvs00
zq~{Kdllk|%IK(8n1{E`BViFNwI#|GavuHmC>hzm$MZzNX?8wS&s=M{@-}CwnyXQP+
zC2U^?sEej-8wFkI>hy4TKM^HgP)xc#Pwxa%sXTC03tbKkgFEKwu6P?fgBpad*K~%~
z9rd%;&`s#~V|Af~xk~mK`6&OML!B5Kn_;%*iwR>WD40a_Ed}7jq7f7@r{bwkSlCoX
ziN_yKJlp)75g75IL$bka9W5>!rk4l<Y4sN}G4BMQ?SJ)s*=&D7`_I`|O@Q3C!|LbJ
zh{wMufgL`RO(eJ0j~jA8%6FR@jf@NA(?$r+WX$4BY?|Wa6#w}G(t;6X^o#l<=Gx!z
zQnU=0yafF<t2MNM4P%7do@I<HYR7@_(b1Uj_=*;&>rPk7X9}CbO>M=Q@hq<;>AyG7
zikp1XIt2kK*r^v3N83;-F$vkRy@#d-BJ0l0F=o&9{LGaU$)nXaGs+}MoYLXjmJT@4
zfi~7)3xTZ=@nb0;SQ_qWbdO;WHf3Fir<LLg_Yd$#vJzh%1pZhmaa(4@XH#`P&HFh+
zzQLz;y{J?&><ENmLCAUOr9ygNo)na}t>#~JeWCtW-uhXq3Gz~q1#{v1Z1R5`^L0a6
z@3+mj>Dg{?za1=i!0&ID*i&7Y>MW%vLpqohImH97CEFu+pV5(MH0F?EQPosdWITtk
zhRUY~6jc)39~Fp4TnlQ-ZIM~1C_uDWuk+u<7J*d@)t>dI`T^6EivC*qK3A@T%E>Kf
z=D2uW4ZFy=zyZjpW%v0!kp%H_1R~`l--KR|0rG<?$(F%Ly*h8X099G%%Km9J6YF`u
zeqGsC`^~3**%5O@(e4?k_RmU`InsR8Zy+w7Gyd8XqqTb9v>F=VnxKlO?kJO4dW5p0
zSZZr3-XeNXA;B3%4ydd1KaD<C(;DDZv8^m~dxdLv?a7j??c36i*Z5wZm#~z07Nxq@
zla}?NucuVU&U_VgtiqKsoo-EQZ<x62B!<HM$AJlE^^8o)!&ftuG_VmcGzusC9S`$}
z%wGzrQ)fZ1I|FNhhu1=_K4+&PodaB7+TZPfVi8JAQQy(;u1GE8^!fF3MKW>z=LETO
zh5xSWPu9xvHhh}U9PW?^JNT9N{WVOc$m<zV=zF`({LAaoJ;?hx;cQ#x*;kxCZ$bN^
zd?tazk$ttHZg~Fq{kn(Mx30=#imqLKl6wbr$EeOL4GlPvaQteB=}ELaoZGO{t$vUH
zCmT9A%ygX|>+i@c7zy9-fJ4BxD7rjhS&0}_8Nu3dIPA4f*uFYCHlLrSV)sohBEqr9
zL@@VXVgNH)$Kgzxh4cx5(Wxgp(w~K-g)Rs>$N)e&R?A0hvh#Zys@|#8AXouhSJUi@
zS<79G4jE%&m!0n=wN;a|CylNaN@L9d7db9nD*F8P@!g;OQWm>q+O7d5hMxZ5e-u_&
z<J}2z(87fHJ?8-_Fi)CX*fEQ8IQgUM7wN0#mSs&Y{wOll>cR(KM}CSa_lJx_z>17_
zmTg>j3{e2Xlcx0NFDo22PBUe1aBzQ+FC7z&BerZ?M364rSw&vQ6Kfvx2qsEeN*VD;
zRBn6=embr7ySH9lwwodJXRaeJbK5M{46bKXsSy_A@R{NJrt3|bF91P`nQZO3NrFc@
ztOho^DY1j)?YcHwv-LzzEIx>7ckHcR_20jra$ZOCU*&$zN_fBVt{c1e0jk>aF?Z43
zPcg7Q(mIT%3x<`5|20qKR{;e7go}}3g(!E?paz=4;<#g<aW+MvCR!%$mfQX8##OYZ
zXJ{X8U5xJ?y>$8U#lfc*^-A9hg+r^jpmEaAz?VPrNt(#kC%|vmgCk=rER}t)`xd}I
z0&lkI;ICl3G!3;xU*qaalJh_(s&ofR9^wi+`q5s|T62k;&WE7r0<VOZ20XWO8OhAK
zAu-)A<126;7|Rj&mNr(&hD_y&n>A9#v{szYz~6zLX~0e@p^9RY>@>4(6T7a<o&)tu
zq|K)Ed{D_txR@Xu<887f2HaLC5^dD^3Z2zJvs*T}z(pd36}ej4MTVbwdziNdjOtGH
zFO1AD?z1$jBabqaa3c-@N5cbOle!(_&w5_cQ7du#y_eeK9<cwsnpmt5sC*Ejx$5(N
z)h?{rgOIyHS(!{<^Z8P#p%HU$w~RD81vRlxP$0C9+7tJ))y)?&HrcJ>zRj<Lyxdj$
z0QdR`3Dq6*8*(a&bg_|`u5_11G2Y?2ya5r|5QLnG{{+UY;T>)aYuq)qcP5org^y@?
zeqS3icKYcg+S^>B(b#|~;0ucidj$KTRwXHwvzy(qbzb~xpTwPP>sX#O(odTPwzbg^
zJueB8DOLQU+9=?4q^9aV;PumVKD!U1mAGmxR}#+Ioc&`!KL7V+Q&V1a4EJ6i8?CLf
zE%M{9Yk+6!`Db5T=<TGSx<*fbMIEPoG*jbB4as4;FlNmhQQJHQX<df*0%Pk#o2pS{
zgM5S_?(j>~<WQ&i;cacM&9J@N@i65y(t=;{K}>ByU`sP*O@#ghLknjU#GQ!`8i<n2
zD3(l9-wL|UVx~^PphoIV_mNOnWU<H$d=83adH$$on-5fCeYa9wJpM`UyVqS>JeM?<
zr+HvC`M0c=GS<;ufF<3TLL}^;%4P&0=eKaddCS-iYN|u4QfnGa@CMFmyiPMp=N~{@
zX;19Xbz3ZdDtYfwyB-i9uK$XxNMY)fM3lASrdTsyL197#l?m}b{fBgl<Xa&Ws8|HD
z7LRS2K{)zW4M5F$scSVz_rhPS7d6wnV;1*ahAmAd-cDSw`1agd>YZO^o?WApVpZMU
zQ0h~2c}$obSg_^OUFAYmct`4>9$@e{{vJi{#Dn`Kqw4Z$g{T|N%3JPanX3fv(<P6c
zzA%zgb0qe3GpX*;?G4f8!^56mm<22KkxJT?a+n=_CEmcuqArJ)hh$coyStGCyNK_=
z<{=t87IDQf9k<XpUt(<W;a!6Z(_DM6Jfb1?L$+>VT6Qzq=Jq&nXf4&r%4ve&=YA(3
zg$XqZZW)`dTkZxQ@cOdGV=!k35U*i!=JR6tg7vc2y&t1&oZI;Pcy&9l-u`zOaOjb{
zz&cY;DGs|RTM%*NSF6F>-ukNmma2dhjtpw0x$+9MDC)uy8cz=D$b`&qkZ<Z)sDu>W
z6GQsoL!HoB>oDKxp;Zy>mc_>{cc6r{r%x#(u@%iXENif>`bXk10G8;wl@^KF71(zV
z(*@PAwD&kta}sd-HfHk7dOgnUPds%j`!%-{enT!i`vuE)2uQT=)s4<gineV5ynB*!
z{PDrN+#9c<fWf>=o|;}b6_N0q0i)=v3{y87byG|lpcHq?`Nf?Fvty9EcY|c)j@e*J
zPIR6+{(JT}`tWM^*=}WhK6MFg?N39cmWah`i~GT}a|U${RKWtl$zYPM3}*<%iOxC`
z6G2Y*Nhw|$@wDw5UF<-C4*C4Z6WN)DvF>3v=l0?cox;ZFR$s;#SbPg54`b`2hBe^S
zfgUF3x7s@aXEY|e&QA3qUw6|g$%6~XRjN=FbMpSA7^<oZ`h6q_FfEiIRxWyC;kwJA
zXsAkAtFmM0I%|`g5FY=udvv8#>tRLH%24S+V}>pU>S=Bg=2cZ1<C{GKYi((ArP$Jx
zs~Go4xl<nT9h6y7iKl+L_(`?mo=XV=vm$51bQoTv>+nZ?447;d$cdRAQI#x3GbEQp
zyx;p+Y@#W9fp#$vG!2l;u?7Wz^pqrO!Ip(Bccj+)L?%%mlQMc@n%$2&{4iT9<*bmr
zqWkj~eg>&li(FA%;c2wQKm)jq?j6s)pxvie+Ki}}b-hKNbkpqnxjUMtc1b|(k%Xjd
z)!P{#x`XWVUTU8IgjDs>$NQhX`R*LhE3@i8#d~jwEu5d%b%sTZ5gEhiFSTo$LmIj*
zQNyb6imE16Fa$RFABRF6ElPLL&595KIb)4)JD^r&fp{zo*W{DSZ6<guQOy%;xu*PQ
z1YbB%z&A{5dV^3F0qv9L%|2Q#46N>L?7`t*<Wt&Wr+{6g<UG7g-OvgyG=l^@hB<uU
zYJ{L2)};x}qzNaRpa9H;m;Z6_PU=j2iBDKjQYE~CJZyo><BeS6<q7q**f{bT&iS3B
zv@r=JKFfogk)l%^p$t&Tm9$hiBXM1rH5A{g?eQz?;8^glqr?K$UoNhp+(p|!KKouO
zo!=JHE@Y46doHA5f$Vn-<+v(dkrDsh454!WUuMB)UGem($`wFMxn*FAto%aT(rzt+
zP}-wB%@!Go@U#0uI+ne{l=JJK(#Zad3y~!cb1t4sZ~`dEFbMdiPan9{)-Jb(mEL|w
z<h=)u0$P>QM6;_X!KiBDRD+Oz=m03H8s#d7s)|kmU;h>Wv_JsmUdC+>86-|i{%*&v
z>@VTl+mtmk1S~^Bey_iXq?udQO>>&PKHtgG`}ZFQY~PB|C%C3+!c_Vr%AJ@<WT_~$
zANyT^YM9y_?QFJN(lN_OSxJj<LSgIUqS(Gs9W;QcGHyMrB!x53SdRXA2XB;jn?KvJ
zBGzu$GkrK}Q@27xLLppBigj`t;uo_DttCVuf**KgPe)gGfKidFw%Me7KBzs?r-|eq
zq6dhOJ9lw@tA+NiMaZJ`#W4F!sY`sQ(D)t$YfQffo_8@W@^NeDkhUIMsbqfAVw^O2
zU=woe-NbiS%^mptx-1Kqk93Ef`pnz;Bbut0KUxPxdGo1hGBjS(OefWzzYtJ~ertK_
z<t24~j-Vo&Gm)VF(DmT-^XdBL+g#bAy(a!3FUDVcCg=CU+5q-|NvU45ufraOBo4YG
z7KaeEoP+XQE8p^`T*9eI&#ZE5md`&4PL1RIV(`bXBTNfKo54G&EDtL^$qDP42$;pS
z#Ye6UfA#q4f{4f5pb2&9NmUy46fyyvmbYUBes3^r8%N|95wjl4CA$UK_5@%+_$GDN
zssk99;qV`a#gz_1MtaFv$W<kX=1b<cQU0nyej@**ap*>7!ZUo_K*JyXmaQTCkqN^1
z?1~16?apbOk#|Ou;>~FI9^*~m1K(V#uB(Stw=>{t{$utk*FXEAsxm`UqZzENfW40G
zw%rPQ@R&#8WEi(d*Q?5Tft!F6PS-BWT7oYN->iHhu%68N$)|G5+JsU&ij~XrLilqD
zua>5m{_0-@ZC{)E!;9xo9_iZf<L-{EA-=b+z~1)HKIN5j?bzFAk*OWqCT?5hKQt*m
zXvT&-*l|M@M^J{?gPC-^RK9w%BLD>QdA~P?tq+kq+|#n9gHYVcj&j-6<(IdOSzmgx
zWW!kt1&3AYn&KzGk6N*yRcj%WQwuT35wKGluH*OU0P8!dq5>w0Mm<2)4vr<@11@{R
z0`q(L*+CmkN<H#m!Nv`vo-s(WwWq?Lrk@FC<*DZnmA)$$6_=@*^|1^oz^_J+7X`6S
zeajOhWg$a-=Z1Qo@}ApJZl`>H#CfHbTKu#Jra7HCUKb2179CUoy(-JI4_Ja9spCF0
zV3}6o1%ewElJZiRJNNEu0Vyg@U9DpygV;{~_IAIii<!s5^X|Z8JHoKcH-l2&2j$Y>
zBKDVakK;{WwY9RrJO8f4`m}N`^J(!9Pw@u=gR1@b22@1-$AjqnJ|Du1dE*-6G~(n+
zA{*SUVjnpCcptMP(#xf=epvA{lg+0odzzW*c%yHgd>AlWQ=eM5@y7}+8rq$UFHST!
zB*SjjkQXcj-;9opUa0;mkrw>oT)6*CL?Ex&P+YL3-{@q*7ThYF;;fEhV_B%qO2lyu
z9C_8BeA|)so`5bqHEmww0^sJcES1=7{K~8PCG-A7V2k*A>spOsu~p{x$r%(G_C4}<
z9e%#G8`Tjvj5B`+(E}2n{>{bX6O<?{nHF<=J819GRvjdC!<e}S#q1}kh?ZMBYlz43
zHZ9a*5LChpK73pv$HZ=>E*bu^A8TzT+jh(GsgK&H_xh(!joc|Qo_zUgb*N+f>y8hN
zw0bi0<-_F$s&;nF+}kJgDkGpeE$Dg4tNz+<ZxLC1yJl)j98tq{q+~>(^=Z=g3OYt4
z@Wx;8t``Z|$bA7%rnQS3e*7e4dcRz`WXaaWO3%vjVMQeGs8p4MvwHbk#(x}Tj>UeZ
zxBHg_SX#DsVJ-g%?e=Qb0U!iWXmAz?HMe06bTEVj?9x34DV&Y>!HOt3YlM=Lw8Es$
z-}%3D+XYd9|BA?~=xHh}`hXq>DND3t!f0r67M7<90%0Rkz(^ETrr-{4=a4)|53y9L
zzdlf0zA!&BP}21^7Z#jL)QUOh;;2_4M~D&+P1ESikZQhXTww7fzd_zg-;i{iD1XQB
zT8%MyVfy^Q3?eMCY}efd(+<MBP++sgg5+v2b*hE9S*o8dv*du@j=4XrET~S+6HK_u
z0_vLT(j1aCbEUEVmb_S%h_oiUePoLU_QJcN4x?%<rw{%`*;UyL|7>0d=MR$JbPc;^
z_nWtl{dxvD^W<38boSu)?>C#f_^K|>>UwpqU&OeRKz2Zc?+Q?R%#iUkCrcVtW{z%R
zx`l=*b5ghz%r2+I%thihYC`?j-CfVCMmJa17eARy+to<vptP0@5vT^MxU@g9C{(+S
zymeYc)wBl0WFSPI$G;YH$>z!?o5$3DJ{8VuG90H-Az&FXQVa&qxVN<@P(?&pVEYL+
z@b#5dFf@j#6O&f#JN7n&>`TsOPQIiQINc-0o-h*RwI31KX;?;qviiTOkzy4vTtQ|s
z)ij`00lS_bsDy~<vcw^0rY#@Pn&@}2EV;bLRYr;Z>DLYZ0lKdRhaZ;s6*>~R$JgBO
z%JiAW6<3*d=CPo9d|RW-gO-(sVb_{Naweu@1wSsFRlzBgTb#ND*1c!(bxxv~(v07E
zG4>OFaBsm_-}eElHbw2>7*i7>?M+cVNyr79>C|~*YKDI!j7ncN{h2@ZO^Mn%L=s2c
zmTnzHt<h!q-G@6gUp<xLlm5A0WY+Y#OuyY-s!=Ef-o)eqiud9i1S1Qy{;6r$eaKAf
z+DZp*A=i5+ljxptk?F&|(CMkF<{3GalNvs)0dN@<NnUQHB<`#GF5P%R#`tFNV_Tcm
zBemg@MbvmFnWhsuVO>dZbQ;7%(d>77T1<VHv+x88G?QJ5)Jcz1>eCC-tV+^7G*ZxW
z?U}Ql({+fw#q6^GoaqCfK2^+DjSKpmju@Q>_;VuWhoNA1_Xk~*_2DgZt@!2p=9ug&
z5kP8^w07j)=-7b*G<0;Rc4wE^;$8=-Usedjw9HhZaCL%$nsjW4&;ZF%$KI3$roP3(
zjgQQ}i9K$x*9WNxvU*Dkf+m$tu0=2KX`jh!8?qFtF7U5j9byc=J@t!DGUDSDf29WJ
ze490PQ0Y7U&Azd$AU+Qol!(Xwnv;3$`bZ(ic8Dlc^gJbIV|nMnNyq3u1J|6qmoX5r
z-dmxdvv06uDG+_ra#;NTRM4)0E$;J~v}iJOD2}HrGIKWEr2@@nDvh<IS-qVX4T(G3
zyls8&L(65D;dx<dxya;>o!&qBU$dj~N1k`<Ybin+W7by03&I}*<Z;f`4cN1z0e|_a
z4EY1Bo}U{}w6%Fn4)>~XLrR&|N?D}iswAdCt2lC}DM$&`Ap<!RAs_Qw8P1J!M~ElX
z@b_^*bR0%4<@N5@R?4&3xDD7=;Eym9XGJ0AI4La-5>M3<71Y{C9Bf0tc6I?m8@E^x
z+p>yUbgc<hksX?Esig%|5T@PT`ewJ0!_PE*UegrP1Nt6<PZq8Hd=yS6`>m!|JsnhR
zddzKpn&U#<>&L}urG^|cG7$9S(hmB8SQI_CZn!W;Mmx#=+9U>{`rEuMC%N#n+@CE)
z*Ct=;;-jz&31q=6%WrK#1E&`6Og}~A-h_$d_wd{%f9q^p;<{1414GpT;|4|on&E-z
zkol%Rq0teJJG*o}cN52%CYsGO5bXHAaxh9fNsyefx4H=$R`Ao(rqx9tU$Y&c>Lvei
z<k+v!AX=_g0zl*&x<Av2#_Nw@no`}08!&RNig>e1YuNEIEcp<+Jvg*^>~lvXfudPQ
zBT$f|k<%L1){l@GB3$m(WRG<u6;KlA9;b7nt|R4TF14-clDO$btC)!2QT<<B4f>V1
zFd7Mp;c;|`2RNZ^Y$`%Cr)6p#l?)H;(9FKlVXyxeRAM4{rj~a{x}^nw0_9`XK@65?
zdiFE&Rj6h`LX;b`{)?>^Da-N{fguEgy!&Q~AH09;hL>q(u(KQY<gTftRjkOF!rb<*
zo64y(>0*lcO>5KXL3wqT=(bGOnO9RUK4?@7CzlG(0Joa1n;Cx5f2p`~{L#(ZtBD3M
zm-mAe*TJw*?;j^}|E%#2O^4M5!<e|u1WIwR<JiOs(g~)ZfMiomlt0d(d#=X+bPjTq
zN##NMhbLi@E8S%T_M7*fB^Ya@5WhL;yTk{$pc<g~8+a2J-0%ryH@uLYD;zi3ta=w8
zHUbPgFAQ^^#e*s(1FiBa(t|%VeB!#HZ9eR7GNi<X4wqo)IAy*wQ$UWb_JNGz8|++>
zwo;|(aa$uMw!`v)FtoLA(N5~65YxxqDTfH(J(s<#CD7ZjOQL|rphfZFHK+9oZ1+l?
zk5~p=XIwc#OA|p8$%zuo6s?taL8vRYq0^2#%mJ9F<R|KT`D^sci6>k)V0mlkF^5Og
zwC~a{%%_V3NbZ?7iqEF1rfe%|$3<F9fj6efvyV)z{Z8tCJmONS%MeGswXQqS8W3ph
z=Ue7rgD@Q<9r+ABHxu~#oIg5R=8T-9SPgYZUa9<**7dcZ*xbG7#mt69s4~4Xl;oyh
z0fiskI{L?m7>y!Zi%mXs2f&qwV&>e<`o!v~uGt3`K;vBYU_Gf)!S%UuM@BT|cJohU
z=2&d+s2lNHq(Vy02)XPxeYaHAw*>-8k0@)xs@qN>c0f?9hV2dd^@DLC>YaP;S3_cH
zZfvcf@@yN7#dWiVw|J$tx4y^Mqlv=C4ydzu&VzIX72U+^A|52AMckk~4+o%HNEhY>
z<0B%>b)(<mGd>pBhh2AfM~p{Z*{_qa#dhiXgpdmaQ4Z-h1Hp)We<->*d=y1^nRN2x
zV@?4_WLKNPwNE|=D#y;6-G>yucv*dOdW%_)xnSN1eD|*7t_{=QbPy-SaTQ%KVg6Ta
z=UD4lQj%kb$0YAzG)b}cv@3W#C_wJ?qD>Lck2|ru8Up=8mnh*keWozO%a^T`hRVS+
z`ZDdSn~@9^NkIK!XR{VT!DV@0UYErU{mB{gQgo=)XJ*IsUe>@rABr9FjAuoz<TXrk
z%)*@AoPook787s(x!V`Mb~;UPd9Y5`Y&N1zHal6PphUw5goyaKAJ{lbkwmY(dmT}M
z`s3(k?0N;&JNM~_dl_i;NcVHc><#y>sb5s6f!TlwTEGNk2Z?SPbD2?wQa$1BSixUV
znvA4+Zd~B<gO|qwVoc_976S99h8US|7|7>DCT)C%iO9|LRCW|5D;U+Zz<JJ;T49Hv
zF+(}ndSHuse`HE-K9l=_q+#uIwsmI3WbV!G9oorXe#u!f)cqF@1L?q@5_0L|vQ8#%
z?)07BwctL961eqC2&8fLST=q&?2q*0^A=e)?3?dM@-C$9^{<%OHo~GUx9%l`p?U(>
zg>=`T`=YNP%9ay?Q+&WEua8F6si0Rng<vEbX=pR4blA``p{@Jnj5j&I$N3xXXV<a%
z0Qq%6C#y%G=?J7Ux(~)&PG`+i-;bphM+aE?TJd~~P59l=Pqs_@JJa2{?FtJd(^h2F
zo0Z0iG04`92auI0noL?cy0WJG7GTA-rJ)l2O-Be!qrSZ7y!6gMTD?anI_FWvc&in?
z^<~qF&QS3v&Hc-SEo%<y3KZhiEjSZM&3YQZR8~PHL0W6$onKK?XyO-_#Cy#T&u`_?
z|KpI^IaOZS1|RnGZlr=|6o@jkRBDNBMFSh<K!Xye*l~=$?n?9}kyE0GNusu-b%^p<
zH%$Ls5Td|E>gdrr$Tv0c!KD`0&?=SEt8@1Y9x6nx%su6ib%<#nEOG?=1^p8~6PMh#
za!I}%wKxNAT{yaea0)y9`4{byb(5tZ>Tzm<@bKS@Qcb7-=>8E*jDolCR-I|r1(qB%
z=6u`VZCdn{jpu0(80xxmq})s(v4w;wpMZwLt!trJh)iIVYqC2K=<bu9CkcVJjyueO
z4ZECER<Qg-X1DU#&zZsah_FP+>R%w|V0Pji?Eo(t0&gwf)(nC-(h<CsW6LwxySJIk
zPWy-gPi~c0Oabb{?_^40?DpPwT5(LD9jd-SVWzOvBTy+HA>ZE&Rx@(34+M?2;%Xf{
znfAw+kGzdO1=6{h#tst>pIP2N>RyR<WFO)>wHktQow}@J#`0)&XQ8ll$XVCEvJq>b
z8JQl)Qc_s0!Q;RnM}0~F)*LoEPkpjdXc`0uxaNnL%0|8dta4j^{2O=G<vvR0+%LCR
z%I|!vj6ls1ZrZ}NYnP8de{~12?Fp!!@pv8eNGaDDFyLI4E?m|4Rq-$8uTEsOu!C?H
z`h~V6?cq(nUyujp{G&EibCi6fZ(}@W&M8f9);;m}+Tf8`b$jsO(AOOS5QVu}-GZ9m
z2*bY_Ro>|`aq+Ieb+ki0{u&fXvYc-H4SsTG^ev}^5$CnCa(;s=I_n#8i(di$;bqTJ
zqw{O^;R+-e%(VoH8-fSQ*Ap8Gay;Y&wv~uZmkdeyleIW2;VWlRW`6TrU%C>!7g33p
z{)BtXK%x9}BRUfq4)e30QUbL{)^~fpoL3ME#NGQOINhB+F*-El07HbPe7kHPRd}9C
zg><qYCL50I&GQ0FL#2&W9``4=_Db|0H+k2F+jFp~kU)ogq7Wv#T1&4eXvZg0g!VmL
zmiOkX`%=z2BG$!npJJj+!Es?v&U!ro|FUxYkR<mkrP{e1l~wb`WuRo_k2j*+nbGJ5
z2%0Iltm@@$-)WCHJ}K$@BPmAK{id9(n}j@$;U01Nq`nob^ORx)k7O~Ed}8GU#oab7
zspF1K45G`n<^Z&D?sm?}%%<ax%{;##qfBf(><8saIfm6;NlpUT9?2QsvAO~q0Elz@
zSe<dWVCeAlVPoNxZ5%qT!%+9#RN|#;&++8e+yYS;Jw#eii72ReK`6JLJ^T4(^kwsE
zI3(UHdVA@8RY<K%2&j8>B1BroB0}DH<nhT$Lpky7tV>+a!^)+Nq-^(Z+I+}jM@Dn{
z7<ESj$CRi#)9+qxM%%c#0KG0pU2p>rC=*Q2<>_*vq_ZkjFVr{F0L@Tj{EO`Q*~sq)
z=CC~dVzC;GT@?ky;^Pj(TUr_Cx+#QML2`Qja(|EhY;?u@?c7>V%j*x}8>&-FH!)Xi
z(&zEvDwuzs57A)<O>@Zhb0fEMXghD7wqVb9<KOx}u2LOEoh*iRXpE*o?ai1DV%B|Q
z2ND6i82)4>W`xe<@wa+1aLe4ba}F5C=#Bl@16oVemMY(*TISFDi#K&Q-XEo|h!ydx
zYWHu`NvA(O_4Y33`_n%wpe<#QbMNA8Pwc*SPUrb<!!jZL*oCFq_tl@*P5TpdA3u8a
zV=3tD!fk$=sPF%ATsU=XCgctCPtoQxqs_#N(rj{2*p)rKfwvrqA&sAw?bcKeO|+lh
zxNFYy2xq`im@|L>=f&@*rB84?dGTkV;y^`I*D~whsUU-cA=E<I=+%WATCdb@s9n9E
z^>FIvIURwjo*&5U|2SyAYzRX=&Q|FAmDK+@x?Ov_d9x1p_KzU*yvT%Y3iQ6+4*SBF
z{^MA~`*rd*MIBU`9eQ)T{d@OvQRdq{)!i%mFG^hh<LCu>N@pD|_dHR%fTV>!^5(np
zcm84D$H*&YYV8>>#Gm}xcyjsw0Y@DX@%!rryE~tD64TN<OJD4lW^(l)-d^Xhn2Yb~
z?7!f5qLVwL|C7J$hWWjArxv)wXu$IOim|b_Vz}c1rk9Y*I;|#WReS1`*L=&$ki%nG
zDOKn>7gkAe)b&Dzkp+t#`**lnR`GJu(a7ep`4!wd%9Qr+KTF!<ZnW&oS=R^7@U$Xk
z>UG}|dG3!qV}>RH2T}GG&n|oNmeCN7Gspnf{-<>ag8Y>m$ChK>^r?v(?z~cP&Y@f|
zs>D;Z<Xd8R@#=z>=2mj}UWW5&fziu5{UM_#IRP|zi<3_c=RcJP{aCoxdF)01iMJP|
zPtO^h-Cw?{AF(%PvsmqZOX>Rx0ME;D=L$lf*!SV5bsmAGfJx-BHsZJhxKVv;A+wE1
zT_7lZ685nQv2qx@n{dgVd8>3l-}ck9^C4VZAI|>yTUtG-b<zHCSKum#<&2izf<R(>
zGD!Q{Mrq1T)l2J-miTfm7~e17+~hcV@;9pdhU9fGo6_bVPov7{d%wbZdFT)SDRQXM
zA4=R)oyzR9U$T>|_2`oOA5Z7~&vyT|VXf+*sMctW>Y`?}W>H)0*rO7osF9GUUAqG<
zO6|Q#Bq0=$5UVXZY+_VmRMiThwp#a-?=R2)kWXIk>$=YKI8ttH$aPG)KAwMZE1upw
zAG&qnr9o1%A9Li#=V#M%1~yfLuV{?Q7Jn4HUOe$}U+!M2a_$@DZ4#=W;3#<Gm+v{Q
z>s|56T%SM2e+|EKCp=v6(v}=omoiuUYtg5soIWQg)s5MgIeSUJG~d7BdViF|jDL<k
zv%kf)v9Yp5%Dt)i?dKn%cY{>lyP?0*AI_g+FOj&rUY;~xh2Yvg)H@Ij5io<^J5e=#
z^dKD0M2{bgI!MjAFYGS2{kQVoH}b8|)UKt2<jI_)`MYruH`e?<K({VL=)U6msrg*#
z>X|NK-*ao6YbN3K;qTLb7Vh8s!<_yq?fkI>^pxs)`Luy>Pp>N_s`z$cYs&Ncv-d);
z8q!tg-<itITuM<)p1l80nCQ>@iTT2hf-~_)2quB(5Y`Wmwu^*0Gl8#e?P<8RKIOds
zACpJnpVu$WR;-!+JbY@Fd!kkNVLRp~weO1A3VrWAr<bzSiywuH7vJCfdF^M)<!gI$
zRt!WMlbgEkA7Ay5)8oI)^Y_lo?+c|L{kU-c9%ppK#Vz5if>qq2)zr6ohDK?mZ-vXJ
z6!?47OVe?)-vCQ2^zV1{#RQ7*246W#Q&a5iLdsSY0fYsdIl#i1`|Y;o{^3Sb7;gov
zLbw8dR2=CDy(&SIG9o8i^7DshI*$A%TK7|sB5}O+OJ%GOn&JI3>cb`1+LBxf#jhHt
zKD1s>PIT?gVB?{upD9TE<WOd7&-DO*?z86AOPjk@<*7T46xF0x_g8qQr|a7?TFMmk
zZr>llI`#?~e<w(I7)hm+-z>E*d~hW`?dibfpIT2fO>Vs#@)!PPL@ac`*KZ5WxIaWf
zH)^J-rHz#aH3v(TUM&;$S@UE1mi8$xcR|cO2JpA6SFdtgW0(gi>BiQ_^2a(ujF*YN
zMUm}lBoErDx*YkBE2t8wsOIp+9)-rBL2_f<2*OWzPxe(IR*S%rOiqWb^55b4!t8>m
zdar($zw_1E?jJh>{s|dJ+m;Pmr$)3+IHq-W<StWVB|Z!|IP0hvLV!CvNO86zC5_L%
za_G>`0hxDBuG6?tMejY7XI3%<ZiIo=^+*`o)bF}uJd!bcIbjuX^u0`#?Z7p3=1anm
z%C)a8p#jbxv9k>mXW1)#6u-A=vsc|ufgXN#GJWv0Ujvc^8ck3uuxcFhm$5YOz6vvc
zl%Z4kbkB?tT9e=Ln;h?d<{lina!u;=toDCQ*+s7@%pW{(7aES@eiuG}FkywxcloQ*
z>f$!}^*+-|Gxwd&$%6i#GLNsyxPv!a4fg)u9F~uG(-zs)R_&ldIw<H&i#hbGbf9+!
z7>k32QW8MM&erojWf<ca^H?$DZSiXfgE6x)GkO66sbOXg-i3GeN=8*)O&ehI(lH8Z
zjZ$~0SQ$mIZ7#CGNqY2$B^1~H2q|4@{kxE6Z*Hmi?LQ{2a3S@|3Bg#hN~q$#f>Swe
zbX@5QZ?Cu2gf}Xg_%rpnUj=5IY7+!}u03OvVCf9DjH>Hq(GWXTY8O(rdx0f8j11wy
zat7cHaB|IOAE5Mldva3A31w|TcqcnMQ6F2rtzZPtFJ}w|;w%ym{GJH_&kvTQ)h`)0
z{79^Sc2BFdu=AcBhq-G-%!5Wft@Jxh+*!_Jwk9m~hQci3eWFZUQ?ggHU!8~$Vpe@s
z)$B(6zyBP2r`TLUm(Hd1>H!TL*rgNyq;0^fUI%Vgyy#J)Y_2C?9TXz|7<lb&^6hp+
zOaI{8{QTmpVcY4)>0|{vk7^SzB5U;#>7zph!3Nr|6i^M>H{SgmgCW7FJ@%F~Z==tC
zgwN(ooL1X1zajI^=@i(@fV)|T7fd1RrlQ|~X!8+7BVr62J9Y?->aDFAU#v=!X3VpG
zN733DBNHo<r3U<*b8f#S#*m>$n1AI1I793Cyjnd6A0oRh+-#i0aCAxoP6U$8pP;!3
z6mCTpOJ+mhiehq129u#c;{4m+b{T@R3+;I$4y4g!nrbEov3%5KAWA11-vH9lcNyg!
zNuh6z`2eJQ604X?V*t!Rpys_G_mQOa``Mse=#*l(DvBq@0cOdkgP!y(EO_-ZC9Ni2
zoQmpyVBf2o?EhHP7IKe=`9(L=NY;B)-&2AP5njJG2;UCB-GPv7UkQQxq}`-7+&Xck
z=*>BXtK9A`x-0~0lDi&HMBl<orQWEYev*_db_ZQN(Q)?t_b7h6^N-_{T7|Gr&MF{{
zzQdkzzIjtgqcDeC5OtlBR;Hau^><nZ^PLW#|G3L^-T#`cxMNx{YOUfrtK~(286{TP
zehxwEe_x?rLp0TQ3rR;dH$I~OUi)ab4T`}5g6>s++VMJ;Z?^cSY!p=dFm}fxeU+d7
z@ZXb~9jy=Pr|%=aqjncBEJj9Ue6XupozIKrXx*tkh?p45qokWDV91V@lK5$N3^k3e
zW<A!pSM@502VL59h-kEcR^FDVU>q0BZ(V=<M4H#ju!k=3car{<W*IbZ7Ypa#6A?Y<
zK|>f*q%Z4Ra`M8~FfrkA%dGSi6XX>hO{5UnC#lg?qfu%W2zqx2T5G>EJUJzZzgj<G
z!n3&k+fSMEDW%lMqyi5lp8x8^qp#!t^@qW^z=}7SJZB{3B>Z!=!xDeHr61D{UJPZ0
ze>;_R_&l!SzY*zXr0l7rX7v<>bhJS&ISty}7+301TCp>OVO&6gc&3#rmaKZ9zp9&(
zJsjr#vz99WSDHS4;VaR>4#s~U_||-yf+?-~2wn9uny!NYU{JU<*!dLmr_6F0Y-seJ
zK`e`peh(XbS19f=a#u^Pd|6s0zR-Z!QBl>=VP^$`H&bss`|#ZdSKlK*8m-O=g;^Ns
zYTf^MVU9faAJd`Qmc}}$_l@Dd5dFpIVK%-+_3R$48b0S#MuYXqt*}!xc6ImmKuPN+
zDDZpU&8~N^DesLpU=EhP1pp**Co(Z3J>C&RMK@0>***kv=y!`7=$eY&5{~Gy0+ZIF
zei|L@#J2^%S&k3YjJz_Lgz^2RuRtkY&wdV6@e9-MEft-7EjQv*gG#b+Vp_6rpS_i5
z%qo;%toWI^An*54k8h&$`*k}oy-|Vxt)}(z($2}`r|u=wmgm?y^HsVnimJd)t-*;P
z)HFYZUWA&8n#bzBn4INxzSNqy@a@iSaP!ciAzcHF-zNEtj3yak0bXdt0;YN#hAKq1
zIRQ+>y-`g~zpcq|%*`CI0aNm0$-gZ<>b~1|pV+|wrp{|BZsz{S=Hn74QJA1Ov_pqn
zV2O*A{8-v?US<c#%pX2JRSI$WSY~LM_K2#%8)B9ybi=EDIXPsT{~I=N@goRiBch&L
z+CUx}moc@0ID@^NP$T>vzZ_8L>Jl`RL!_&zEHe$MB={`Z#j&nkss%RDan(f#j!)Fq
z9uIhMA}-FIr{X8^x2OKuP~9MR=vC~~Tg@rQsY)%f6)gN?es)s|oy$kWq$+s8@Z>^g
z0NoTukA}m80pAGIl=03V=$u{^F42JP2AIQNc&UtHvZ+?Gsg4Za+KG#ur+H~ggv54L
zK}7nHlCe$p+@RC;eG_Nj8dwixq5h54(1<*#*O5S(b8SyIfU)wE?CkO6N7-o=ky@JK
zIu!|R>;nyh(Mbcgur>%XXSn(&eIiL}vA7n;$33FvRp*^Rd*)Es1c768zV7<(2)ock
zt;z957mT~OhBn>~K(}zoMq8*!NFRvZwF>XQZ$Meku!}VFB8*u~!N&!Hq(4`pu`~+S
zYF3`n?SW?op{wtqU%%L#6^-Kmr$3nNyS>Ud_AMM14Qf?aAqZ9|3HXTu!#rTTUQ*>;
zMh~iAFo7~#_gRm;g<7t7Ag?yw6H8=+Ubm|a&Q?`}$-txv0%O40vO0j3phPK5=^5+!
zshUI{-p@nM(grz~jQnI{#1i6u)@M!cv#>0eH%u4M(=>d13a0iJe$74`AlJL*)T?C;
zvmN(4Or@IKbhxPhDmCT9bdLY3AMmQUfE31Hs_@)F)firWmV@yq|0z#b#g8eT#{p#H
zyfg+Z!b&aqQI(7(H%;7LLBd_6!33M}=sF-F?r~cWLq!>{(>tviJR&$cOsHb{{SL;)
z^SWWd+uO^&<-%%$y$2EKL?vL6L4c-J(WRR$y+H$+xNgpy#|Zy4@^{ZbNq&iaG>lIA
z!Jj{_^bNP+Al^~F*rmc{g(xB7ftqcxlE|18dm+}IjF4<8jVl9oE9wwNjs?9#d?>Md
zK6fNbk_8T`e`{(@t)kI+d&0wL!&defG&U_S)9SF-Dg*eXQLLKhs#(@%x(UILgIAk<
z@8vi+^v~;WxvvneWqJ2@nWhsXRz6=-F`Wcx`Ab~->-Xsld#i7C64hn!&~j#;`0tX2
zUT(OYXNoOVaSt$DkqQR(?z1!vusV+K=z7Nvhj2dn><VP|SK{bm`Vy437QX~%-sFrJ
zn&ri<n)*5lIO^q(QqsuPGKRz!KQs^CHXoIN4w5IJa&`sIiO&2)md0Jbgz+fGeN0yK
z-L%_u`%CQ~FoLylmIoz44%02#TvlAd!Yzk~<h^|Nj(R`jwM=8DvPQ|{<D(z5xp_>9
zHxPo)rE3Alcd2;&$Liw$3M0q)Jto5O&N$M4OperQm9)6zC4=e6S@0xGeB|Wr_pl^N
zf{{Q!EUKc3V$EF<r1=;z*d?6l@NqbzY9xd%R2rC^+BO<+K5l6B(9;ZD4X_2%<Yy|X
z&>p3VB(UuaoX46Qz-b|2X=|zd)*`=pg&qPit^2*;h7xeNd|iv#%%e(hhN~XehfjRQ
zG1|}LFRtWJY0U0$C-vIdjMziegSmWF-^QQ5x*Y}r?foRFP_;aV5Z<A$&j6?p-J~O_
z9uO~YSJfX6u53?U&U^D2h&6U;{(mC_@9TRdgzBzJZ)7>gZ2)#XrRAeOw!xC00#-4B
zyQFP%dHOd~0TA2n&JVPs1eAtvbcc~md9w;=*h{NyVnJS)>~6~c`HCIWU}wBNRZiak
zy~4jKNcyaMv!D4Vg0~Z0c#gM#8Hp$avEspi^`8Hj?v_PkTEa7EAbqfrrImW?kjl~~
z>%t&lO)-&AO#aPbv?-Lv$_9`8ilVeEE$~tlQw?Caorv$H{>V{F`4|kqo~>$yiMXnz
zV)u(&1b!N!MT2|xSH<O$JuQFkihw|eSVFO>g#dDV)wjmxjxgHNYe>y3N8Y-T=kkc0
z>01GqE%}lifo%%mrkL^@VJmSME2;1~<KD9#na$P(w~E(A-<g6xar-!&efr#4Ea%$H
z!*jcTo8}2FJi%d7Uw<k_&M$9AN-EzBZP{C`yC+@uNQC?I1%LLqJ>^n>h(M2IYltY~
zA+<JLuI2|Hi!NM)ulP#AkHw-7WD4YoznqPK@&pi*+g@jf0c{#LPmE9y_{$>?T2Pr}
z5K}@p&Z>tY!F!p0$;jG_Ix$B`HdQ)^ig<kA+8T<*JrBL#vpb<`J0@Uveggo;6q2op
zcuEz5TW>|DW-O?J2-rK60nijB9h%H3yJy!Gd(6@_K1}=eM7eKu7_Xc<1l-s6W~1^i
zCU0*kMr!%A*pSKOC%)Fc@~c_jXwaemoup(tAl3IYOs5~3S+)5b&d+W9$8^CPvOSUZ
zn7Gu>+10}DI$Ry-kvwskV$(y(>sbY|uf#R7e6Dct{`U$+GvDnn8y|L{2g%#2^hhE{
zkTe*$wl^QuKJk=K*B$e)LDF7)$+<aP-g6-X);DCeZ{bk;Gw1CiZo5n8WOGlR*6>*`
zi@GxXHDFSfBsZ515-_*&C|HO^z}gcx-WA)~IOS|+{fxMz$MC%LCvjL^?y~0=+!lhl
zN^GKTuabQgA|6euOaCi8NQ!u7-_EvM6uY3L3>b4*6312}dTl(b7f$X!5EpZ9@H)!p
z^<K!8--nQPtPX>MRfQsDU*VnL$s?0=&Z(S%|CqQ>O{4A~qy7MsoP`Q@7-~y-q4|8e
zj3Fg(71)vpUT*=7JBY3CQLgnCL0a_P5#7c(oIKXCj>g88vG489BEqhSE)Q-oIKA0%
z4b1nq|6q7&k2oF(o-L5)7oDhWR`1`|nKU2S$d=S=E^R%H46Nv|lNFQVYncF`Q-rEX
z!%jb4n_Ch_2+Ql^#5T@@_ERZ`qGP@0ho$&$fSqiG9UF#oGf1>ld^{^0Sn~}n_H%@o
z=&oWrP&9V<HMUL5*aEX*RG|>Ujm;w)9AY|?XJOZgi?q6CLp;@dc)VKY$fiXgRL;>G
z;$xj=C||a(yVCpULGQ!q2e)*G1Pkv}mk8=IeGyFk`RG!xzG0dK(WLsKe)-M#50lIh
zf~SOlu%7c`>lyLCbeX;mXr9xlE<Wd+6!OXJ?kVR#&hMarzLrdmT5>_|aF~YW*u#?0
zl-(L~6k(Fi&%0z)xq?4Awq|wnjke++wl~(YcRfQ3gD89{OE<RqOa9d`_aRFoUgP(T
zO{-oS-KA<ROu%t;JG%hvZMB@2>WP(dQm*qMtb7F!sH^+q*}e=MQL4U$9}4Y+j!=gC
zGrR|OW`5xo<Pf%BwSTP+E+4!)&^ZV{h#8M)Z>_R*Qr0Tl^}v>tjDxol`Z2!AD->x9
zf14ngMP8-rm1s<pGIY5F$$n~YY=WxgkL?!H5BgR6Imx+e@Ls#}si@c~(?2VhF~KiG
z{o5b(DS=Uq)&48~<l{OrY04bi#-k)a$T2?5nuw_PN~2Hq#-hia`OI8V#N&39;+uE~
zs*$V@!~T@DlT!Ph&l5YENm-wDyZreZvEbA`|Ldm<h*Tl2=w5@A?mMDp(dW6u$alnf
zZpg{m9|bW4KM5nOU&|)%wMG1P0X}0g%?W<_oVn%9Ln9HcW%ZQfCmk2pAyI<DocyZx
zE9xEr_nn<~YZd4!5_4veH4RoPVDHE!6I!Ic4mjVjW&(!s-(_&BWvW&zE7KuBE5i^O
z(gM2;HlF8*d9L9<ri%<Oy2h4SdNIdN@nv5a+xd43dzr(&Q=AXIllCotRx3(SnS-(@
zs#!6l$DP@#A{_ZUPROQw8%!Wy1%(bJj8T@W!^$^7i<Q6M_Bm-yLZj4`rF&1Em#LnQ
z7)5LNe@vzhbcL}uwjC%02UUKI1zzd2eM4b90i+NzW;!H)@;f&O>w2*J6}1^K(nXCb
z>fp%wCu02f?%&VG)m3;$Gdai~C28M4Q4~Yz98uY<Q7P^vT{~(;m5>1Qc}L+#C)(63
z0&Bs5-Mq4uU_R7}46&u~3~?$Q$L~WqGd@Joqbrm1(*l!<^qh<oyxuXZ{pl-cYkf5o
z=vt;;?eRtXjEU<@rg!}99F8Juquf!!TSDa+j?WCrQ8R1GE#}F?)pK1{1q(fq?=p}N
z-f;(@CoXiH?PvbGu^GO3X0sRlueYc03|fkmZ{gJz;6XmzHU#ggab)Td+qSLDX~uAt
zsLIMVa1N0eQu>hs#ngJt1vi1spSWV+9hi=X6T$~t44%VO;(_O=Fx&Wtw>6etg_p`{
zd5d>8Y)Ecq_Fgz}Jz?}Tp?OkzBJ9YG4mh&#U|`0Fwj4`c0`W=&Xi@Xj6{xt>A@f{7
z>eSr9yJPLs2mjcAI449}{auN|P82M)KiNJ13Wp`*^TyNq`-oon1$Le)-C4MNbcTp2
zv;`R(jMGj8WPkj4g2>0B4N6=|a|g9ig3ecjF9>2r1V1e;bvuy`lF*~AL%5N{$RrCO
zS~44|<n6v>J~ZpCaK2=mG#$v3jgnHS>&+^tY<hjt|5b7YyZ)}Sc}yuo-c*e+Ip>TC
zy-{L_f9sf(;ju4SCUn8p3#ee=%yU-z8CJA9o;!fl)O5S+6Y%|69_U$M0iv=xp0zB=
z<}RWK=pc&Mlm}ua&V5eRG__I@!`?z;&ktPyFUyEFUpv?cc%!+T?6G2&h_JWt|H43e
zuZ83@GY(_iHZmYuq==R;$JCRN$3-Mm@(Qe;Z0=NLWmWa0rrvH`BLuH9QyH~kTBv_;
zV>>a6@hKeB4`v#U4Yy^oz-C61zT;T7SjY8$`Urxv0^(ik_St@PIucW}yAx=KlCGIS
z7o(rmIXhhE4$9)2Dg{m-7PkB?{*Ni<{@?lUGO_EX5gIg8`)$I%z@b*$kV8wGGuj7y
z6&1fEe^QpN>j+zMRM{|V?dK8AYoONh8U=VX+ge*&=Sz?OTHQg=1U@MJ$8=d8c&vCF
z#efuE;aAE7d$h0gw!47;74}W@_%_cL*U#dD_-dX_LdEhC^By)N#{Q=PqR_j$;_)gt
zxJDxtyXg!v(>JtmMc47)^pb8v%eP6}jw3&&aV47vc~gc`2a1uLe#~95H~RyxMwL|L
z8C@An*6pz~)n$6^#)~l;b5%&c;G>o9|Hh`H`Oai%dzJlFZ0fbcKMb6mk=BfZk-0<y
z%$$p9Cwu;cA>nvi`!31tZ$lqIFF;>swUEzSuO07<*%28F$|NKREa-heVSqpFYh<W!
zXwzNLY(A<4Szg&bDvKqxU}sCPA4}EAqrwL&jPk~4D;~GhDR{6H1Y|#--bDMBY8E-X
zyFP(U{%q9Gwnxbd9D}^h-^RjL3(9S#x$Hc!rH#YWU`N&sK4H-)W#PA+Uur*v+znL<
z`y&H@(nIL_eK3$hbo+Er6uM;!Vfz-}Pg^J1N!!tF0;_^33@sPP2DsigeOEEVVV(CS
zd}ktDM3VpT!>0Z5)5i0OBZr=b$4aUJ3nvrV!QpTgo^-}GCFiixbhdf}!><dowE;Op
z+zgs#ZKqY1v%aj!Q(~cn7ML^%4%_KwOImp2!RJoAi+=KM-!3M60pK~5;wzLJYF$JC
zX)Eoe+o&>E-LwA8obf4s#Qf+@OG1pnG0r~5lBOUlX)MyTV#}ViTJ_klGjhlB!aJ!n
zPnCtWYs_cfxt`x(sxdvj69HPDecN06&|#DkZZSqtz~T>=pO9ZqKgSZH^iEDd^;<Rj
zk_H%`hv7RZf6*M`fpgvnYlGCy_)VFL)7z`^S4I>a^`Rxh{V-=oa8jbXnhoUeRWIie
zRk5XzG1B(hYK=`;joPl9Q4^Q2_5FK6yZb^{GNxi|Jgzzf9La@wqZnSuimSrUWTSVQ
z<v~LZmU#*HbISbNvaUa8&B{Hk=81fE7_tfAebWQK-c+IVxes=ZfR9rTQY51kl(9zd
zvOCY0DlTx;(t3ubu2xiR7JpYK-rbwLYDujXH2pz<`461yDZ-{aiU&XDcrs{hq3~Hz
zJor9jg7vH@Pl!_Ii`lBZ_W&}Y_)r7zO_=ola#TM(Wb4uilS1BDU&E|<>)o2?TE>G^
z^dpZDtBu54lf*g)v_FsH=|?dDi`m%Qxxu+(=tk;)O#TSSapgkk`IQsSx+s^GV~nus
zzuF&BE~`7y&Z`j<n2Fuk-BiJs2c}E<UA&n#6Il@-MpWFu9YIx9V`GZ>Cvr$@8X}A8
zjl}_<Go%N3Ma5*;)X2z*(d$C#!{{!pNy^>1%K5ua{(GOJ8@Dls(lVH8Za#=@F=<;r
z#{|<0>Pg}pCeR6KW6m&lfQ8B=Hx08hLh1ClRpDJ6!|shb6^^>K8>A!;u-;QduYrrR
zcQa=SfsWFEl8P}~06zP=3k)b*P;X1zPQFbrpOgp!vD}mzdhq=tQ8DiO_VAHuiY_Bb
zcMff!F6rsl(<YXH>;CjeB~hYI^H;y+b(2vx%EfnX>J;GddNlO({r)Az5dW}ylnvgz
zcaeC#w*=hwk1tbezj)5#)1;u~DX{MJYYD8T@=s!op7h?p80l<;v+4M26bW`OoyIJE
z>lS%q3T0QS*Z_k+<wquy5=!%4ft;O#Dxr94tx7z}){D!^k7P48=6H3*?=sOK76;%B
z!)>N-y7fevZwch=2DWw&vyJnyv!U~bvx00bXCN((Jn+ygC`g(u(fyg3S+B~rDaHtX
zQOlBQ^zo)=0H^k>vKbOzl#BDn{{31~+3qA@!(#IY>P2wG6kBBi$c<)}NL6RkX=PMc
z`SElN5@u##xM`*o%F_b~m3!)&qoT%_TIuCb*{I&XWC4bWJJ)azOk-c;h$sO_;~4i^
z7}igS%{40t`G5k=hd*{!kf%bGV%sFc2_e@I;9haTFRU}JX>f9)>pVdhH)%*3_>-7+
zrckV^99?deJlAzqH<Pp%-9Sx4Y*B?0Keoj29yr0{5l}`d7MiWHUijVcdxmS4#ZEW!
zVkwWmHTMI&VSy}E(f;hcUl`UJzWX;%`SBZS>S7zmUonjV8&9^dRM)EV76)kHv_~oL
zghWtb5Uql20fwtEFqC+Toi{cJI5BF=dX?!?YSK12ZGSLk2C)^M!*~`>1b}*zYmnnI
zjuN;rdA_`CdG-yHDTx)VL-VXmTum7=fn+-wL_6@Uxa~<^xzmtdu-+UY8PHI8cujX}
zy*8ISBq_*$WW0r)Wo8Z(c-adM#Cp-A?~uX)3?mx}%i8m@xdKvgtJSv5_7U;eb=x>U
zg669~tB`$rmndG%uiVmWT{{b>q*9Es8|C&Gj$zWY{MSOH_7D6B{>zo&-K;Wg63OD5
zr;^bkdr4V>SXbR-Yo8^w;*~MHA!?zaCE}&^r;6z&ZgcYa=__J|(nDNluJS4LbMpLb
zF#~!^)-3Mi?O-RTe_<0y;)Gf`Z*4<O`XiGN79LhquRY$V%fMQ!P;tFmC(g)D!nIAS
zzqrdPQ)M=jw5|73{_R8Yjj(U}H0cMO6JT~ZGw*W$6KGYVL@6x+Waex+4<cG4Pq=SK
z8)@t2n!Y|@`Ex-kbl$OVDKz^TgA8I;@pJgggyuAD)62mBa1o{O;ZcipWIOT?QV|w-
z4qJ|7nJH1pyj$(e?mS%nce6((?YMd*y1C~4@kHeUoAxg$Ywcyp@|E4_2meYoY5`$s
zf`@<nzT$W=&22iHpuYYaf0wY!JKdem+e!`=L!=XhBJ2-4Sl!GnaAt;7>g>^ObtfzN
z=QISriY$Ge(NsamEcN@!32X9NXM-vt(}u@VXb)D@)H-iJSF^5=iil@j0ouWDrssS~
zJZ~y{F){Tl_PH|A$nAq6JP!a9fZmLUz;<Hu-tEM{Z5ayjB}@i2G+aDy1i%e@WAT!<
zerZIV?}^P%o0rPoTWLrcdD!QjP0$PwjSqR-Z5uZ{d;YllPxeD)0XJ0Lw1h@wCI@vr
zTVTAj#J?;q?uR$rOmsB>-Nb6=wX5(styAf|POO@Nr65aZrc==UZ^B(f8HV)qxNP|S
z)~a<gYGb8kQc_GRvvEgWNkVdg(9G@}v@re)nr&fdY)g33fc!=^(1H3iaVuzahun#h
zw5njxeM47I_-drVkF7@P^RM+*Ry9^yI!Y53MDim6@nmi`<1uV04+l%l6-uOn)csON
z!-L1;hm3xkaTa&reu#7*6fRVOFFdUa#_s2rwb-u(uSUZ7-76|4GR~8&S2I?nGgO6u
zyXRjVn3}RQKcgst-HEkF3A~^e6BAZxy(Vu&xPn_7&W${mc<>_RV%WTYS%`R!k>7Ei
z{<SNxxbvbjh19qif_Io1oO77XRVlXoTF95RQkLqrqDsXXJzoCrO%oy9dP?#)o|sgz
zh<d*NH6cD#-kz6yQLIM$+kqbyO@B;WWXH}kiaS;G)<M#cqgSzfN1o+F{Yw1&MWns<
zcn2u)HK4C*1d_3^I4g~NZe0tA2&Wn0q&Kg@NM4e3kHVH@i2Zev1HSFYkxiIncJyeE
zA99>h=!)c2)=qSZWcl;xH?!8HrlxAv>|Y+8ft$foQ0hc>h;&|y1x=vJ$ASWtt}$=0
z*xvV_76Do{RyUfmIpsx$u{_QS!wNlXP5XAktgCpgvqW9spMB)wYu_-+s#WE5BQ8(1
z(WYp_8@pRYbzkAFQh4=i+33ytM$2C)Rv`sPxU>;s*Lzk#)(_t$n%Qbf3*PWbeBNji
z<DX#Ik|F6)g!cTvC#C|rFIEtbveh;Ru(ylcx_+p)m`YKgE)zC96l1f`eIftsTP1qY
zA5CoQk^Sq&(?(=Z$%zDuIG=hMN4<6}n<=G2>z?ah&kdh}1PKJq|2<e7Xsc_4;MzqL
zZdN*yGVMf$VTm54ZB#D_feP>pqG;ZKJaa(t;7s5GEnK@mEHjMloV@>RoO7b@+jb*=
zUsL~W3mO?ZrV_Mzq~KIjFv>@ufNW0ZpI<`ZK7wlkYt<~VMB#u58`+;$2`I1{?+r*E
zs%6upUBew%l${YsS2oj5kN^+koON!N2bN}xk5a8rj*wdMxouXco#h!j%^)L|vCySo
z!n#oQkb#!Q1_$V>UIk&q|MXu-8DW+_x-S_%p(u0ck;KVwM3_QF`i$64akEmN7_L4X
zeVF;^Wpm+Vwiw;!z5!6HX264oEqa-J|ALCRLD@1oO|2pBhp0$ka;*j54K8KwTRi5L
z?J{0RV(+M^9-X1hQTf<eyx6}M{^Lk|3Z-kuEl^ms(OF0GR^t!J8)BQoHgBU;Q%rlW
zv)u8jnGO)^>#wVU!6L;sFKxa8JtvHf+Iiu^`#7AS<Fq0~4drN$R97i~GWMs@G7iRw
zI&0+EoW;xI#kXh>tp_TX24&uCyk)=kW5yL$rT8KEM>si5{UiuK&4+Dt^v?_`BUo$r
z>fr4pr{OI6wboRVtW)CyM$+FXjr+aad~fz4bCzKHkjg}Mn1+#8q@7m3z%67G)SIQ|
z%XZSpqyo=ar6aIDE3-0Iq-PR=_8!&lad>?>DAsSbxR__^?_#&i&V9RWj@1`rd?M5)
zcn=Ea%>z?Vb5KNGiwJ=tX<@2u_^-j7`!7utV#w2Xt)R`dIy6z;UvHA|E8)r8;elt4
zJgdKfV$=8fus#>_mCx9>MD<(v2VOiI@J>|qtB4z4AZk$UW=*YusvJU9oe*5t=va!y
z&BLcsZM#%bu5kGB)|=S@%d1jD<OrXy8+>O*z2Z*X?bBOM8DJH!__)KCEt~)<*IF(V
z?_FvRH4ev&fP?!{;=Yx3qf{~MWc|=XI5LzLy^QR?Bw84kR+j%7Y?<~)T0`5k`%j11
zOgk)W<6YI5F<>gFaLF9jYa@-@=)>{u((JH;wX3y05=Av-S=c4ZUQ;<M3zG_LMha^J
z-={~X*B?Cgq$jof8u*6)t|oh|9_s5d#>X~OQ#D}+78oyTX5|fZtY17~^@jIWlw)0&
zoL*9Nb_T5@rWItN*sDhprB#q50&nM!Qi@HRkT)fpyBq&!yuLoXyXg5aJ_bATUB&t*
zql9_<C&AE@^&NJBq-(<JXYxt=B1=H7;yga7LfjLQeLSC!i%qfC`;G|29cWVrZV<Id
zW+v6ou7xykKpMSXU6I>QXg2wg(EX$*=WER;^AU6Y6z?(1`FkR)EDPtZpSiUA#gcd4
zr2}aoc_sde71J7lqJ1?(F#~zYV0q=z#g(&6Mq11jqIVv@5OfKiGX&Wi_;LsFL3C^`
zF=|{a0leXbz=yY*&GduO1Scrk!Td_X+v<Ie%ri83{LS=;XmfjUSfT5*VR$7TNz&2-
zB#(?w;D6^rNd&Bf*d(eFat9;RY`Wr}(O@ty-Gme;W+Yz?wsE+4Nq6bW_jkTbFPCmy
zx%`UQv3W83tRVZYuB0r>%bpw#8>Qs))~kY=-4DBdJ~Z`vP+-F)bez*9r2nEbh3(M%
z99L_IP@U{^zel%ztAEmegMTG@@!jU0@;%KT0)H`vI8FZ~QDi-(nAM#v;4tGp#`Hv7
zO&WQ}y6pBXL$z;YVyAPbZznLilMkQ}hh6XmtSZDW>=ifLs=Xj9UO*5f|J9q1N!uhe
zLnLZGjCMo>(O|JGF-E*SoglnrzGUptWu}bgE9RZ;rB}tZ?pzv77t~bx$V_s&qvFrs
zT`M^po6+5}gd6kE`}U;F+SX9L4_yM_Hea-Ufw-ofaanZKFJaN{Q}m~zw+D5@c|;3Z
zBm}c&a~N*b=2lt$(Ry+PI$d6gpR5|QGAA7g(YKC1Om`X>L0nR%Rl0CSB78Nz+uK@E
z91dNJI$$@`ncaRCa`v7#d6y3d)a!<;(UPmo?bis4Y_=j6c8Rgyr}?dX&A}N|B{1jq
zSF!=o`L``&tJ<!nE)*qxdMAo6O7NdWNlxu(#}$?O&T^l_*OR!YsG?01yGp4&xUyTc
z#YpLDGRmI{4F#!Nm_2V|Ad5%|5{j>!gf|y{n03GT9XE_ozjG?yeA^J^6{?1;;Q`lU
z`vXVzB>nO9(!>CwknT*L_mi3a#kOM8GSW&gq0QdjUUvw7S#-j+#65}by{0zOkVPZ5
z9-rgBjL9`9%iF(eJ7S4*V79R*B)PH@{3Wn|BJCLWm+6FWcVbv{&&UN#cjI+5($aiy
z?SL*wrS=N(wkEI}Sv-=rcwJ)60em04PL_xjH+io7gXG4IJs-gNVI$r*Nw{lyi$JeD
zy{ue^vL7*XMyNy`q1Gtrc2+Q&nl@dbq*;4a#VPrRjX`vI7A<(@qx4rSb{RJ2bTS%c
znJ6<P{Hr`<fgxr+6Ly|h#G7=Xa`$FY+bT|WdtVol)2d+OF=nT?!46YGUq@kxGe6-i
zIw1m%bnPVss*-3qx>J^$MMWR59cx9g2VVGO*BMp3q|v1z233yxk4bE2yf~CPgC41#
zs#bzYtBj>4ip-I)Jz*yrHZJJK76Y0DMjY%ydS)|%qlK)@hR^HgjPGpk&o|_#Z~|9%
z9wL?Ln>rYuFdcLIb#OTZx&Us@?gQsXrJ&tW*FDW?M%?DpKBITBKlA&6a$1d$Q}?s!
zN!<e6>&I`iCl9*ryFkX}^P98$U3<dd_n&F~nYX{kaWy#)yS#e%{X6%M>gELhOX0#j
zS1whIh<(pkJ8^7Ktm~;c2oDrCsBqg*1r7@`XI_zAGN<LvovVD5@{8$~%clvKD8<vq
z%9{+b)n?^jjrFm{wq?2wG!kANSh)BzN?)Hbs<t@>?zR{0+L?s_g($<i-KGuIqaMxD
zxGGW_`7+J0jY@-{&`TS?b`MIAO~Cw1d>V{#N+={~Bo9#6E40`?4_<L9MiN9<4N;i&
z!w>_DN!Dn2L``lPS@e}1weZXGLJvksh4k6u;LU$bpVvDgl#Z3R`F>w`atx$ya67b)
zH0HJE#pUbPO#6;nEAA#H+D=GZA61E4bqSkuga7S+f_H`>Nxb0TREj$ey6@P+Se)+9
z5skO(K>ml_Jsbg3kcJgiq1b&$$;fDCaBrhR<<fPpY1*z32(xGrTIQdM9Rn8ym(7qT
zZa)ixH~ao>pd{QDfVcd7FXc!U;T`%LBGgk@kbg;GMlLztFrlX<^L+BvdsS`#$#-JQ
z<s|J~`0q3NKQ3Ea_;{U1K3`~%D{1-Cxd*WIXV4YQtyN2a+IKeZirqKATyl}S!$Frx
zGW1yT^r7>)X!eea1=W8BAO7pKi5$ygaJ`msI)RPL@W71x*!oO<P|qP-n0%U@Gt@6X
zOon#}>WVGvIeA!BQBGndomV&C^(bL*m99n$X4(P+AkH@aZwijr3HAbGHN*hWVX=v~
zWVcWqwi{X%>+a^P;R|b)k{CZ4w3H6)ju}H`Y9m!Oe%%K`*TW-R{RcA(W)_0B_Ir}u
zV2S;06h-F_s0hTXTj<M%H)LPM!kh?YoUwNlxN+n1yV?@G84hHN73=%UtDBt14^BDN
z&#4PyPwzF~?dd%mTHKQastEGPXre*dvDk7{aH0jp$Awk}ZsbSH{Kv%DY#H#6&18;A
z7!{55+d9nFlp)%a2|Ia;P7EuRpAR?5X==Y$*OEcKBeGxr+_lqCQQj?=Dr!VfvHbE}
z{SaVjDAbt%%Ruroeh^m{tkW2j_Ho4PbLO4=wrgJuDe;YBmyD(@xL%w+tD5+Vl}Ypr
z6Dx5>gGD%|_GQ0_@n*i?=oD?D>QAgfORk~-51<ZDLGT&V3u7Fsy_&44J8h-b@d`c-
z+nf{x?>@TV5(a67aa)*K^6lC<z0%hETPCHo^AC@6CrCj(ckz5y^YVgf;NpENf~xzM
zsgpX=o`lq)(X@?!GxbRb_T6K;^wm{n8-;2cGGT$m^mECvRtHbV2e?peAm818X1z(y
zy*-H*Wd7kQ$7`>PO~Jc{$E3`B_iuKqtRxA^JZa}#t09{^(?MudIS-K^tZPk8IeA?C
zMe>(bu`{bPKVe*5EKo0tOp=6beL1COL8i$d7|=0ox|@T)DpF0k371E8Ck&(Wnj~hn
z`4YSp`e!YW_O*aVdw>}5gSAS}z3#ihfir{=P%-3hc_jLMf|%TG;hLZQu6-#=kDAWS
zUa|IC<0$qJJ$uLE0af!|;{}Ar6i?S1>--z%VFTB(@9weKTUO`$iEG`4aIo5NJt;A{
z_>x=p@s$I^p+IoQZ%$2nh2VT8xZ+mrZZ=E+SJ#v8Rz1wXPU2ac<hMl&EG70@K;kkV
zv>1rRz#f`E5;ZoV9z6_|dE0KX>hx@@O2_|5&s$Ya5o`?nJy^QaF9I>031Tn%ek`5u
z=JGpFWogDzc-Q>n@UDQvrxngqE}@C6Jm0yawCpGyNBOp_d6y-3_9wUzg}pohdRA$_
zFs40_Dn6{OAT9SnrSK6QJ~HiJf<!@0sO!=bs140&;eo+Bq1XDO6CK&Y+F%{;grJ6%
z(kiK8p}d9Kr==4nHsj_Hc!+NfceaotqTEGFbk!*9naXbmR`cas%n^R~iiRj!aP=q~
z0Wdi^EXEqw8g$QtYVhV#?3npwJ-FrF*F7Z|fdcFUMVbiv$xhE%jmq}7;f}#I0~<*x
zKC{nE5x9>tFel4#Anhw`JSh@!1{e1L?#@5hcMkUc2jYi*bKbMyEp}5t_SL(j=KX%J
z;cT-+nIvx~?6A?IbX={ey~aIU$H?rm6a_&cGNh+iDf(N6qcV8T7Da=bsb9foFq=?D
zktwgf5l;D<r3Sw!bl6WRxAon0pwJW=NRf#__M;w?zR>)$fC2R{-a!h|Zx(L`^^$li
zWWSKE^twlPrN|=^I+iy&CmdnZ0yxQCUXorLIZwyjYGS2Dgyk;14qh|5a~Vyo2|<a2
z4Wr7|s3lG`-YCn=sN!AP<$u)qYrg}GBXmZWZ3APAEy2=xz&2e{@rnR136?;qqE!EY
z!t1=7r@=<zd3dyOrlXa)rWP~C?rmK<u^^T1?XO$__#xUewkcBP!e1xR4NUa>UF-1_
zR_oK+qD#3bM1t+P-x52k%@KUeGttl=1E%k_H3}3VPIpEo59{|1_Z(NEO{Q2MSnPI+
z`*OWgHW|U0^v9;lFFq^FD9>sqG`#W&oUoVU^E<us_~$TX(&1zMvYPL+G5JyPu}qa1
zXyUHO%qtFSA@%-J9#bk7CN{cZtYo8@DUCQMl|FLu{#C}sUuUTGbcpoE-dpk%M-cG9
zRgtX&!(iBcy|-NY?)B3`7<BN0d+XIkz~8u$tRadvzeOgxCuHMG^cVfR|K5I|7QyYV
zr-mJ26j*oJGI=CM^NM~ZgoR1#2RE9FU?I|r(?+>vr7owH{C>u}uQQAc3>a*dV$z3S
zt9g%qEO3ei?xoqLAlvP0O)O}z@U~I%=!`tW;Td{a!?$I!iW@a_#68gbyt+0r`rfdN
znX|*k^hccrYgHZyq(w74gwwPYAAfi9)(UUK>x`6=Ifbc<AF3ZSFr`VB5A#!+6gBl)
z9kTMyL{e|&v}bPe2GBF;!LnzruL6EL{V9s(KD6`vL26{Xd!45KP&R$?qw(V?_Jtx;
zK_1N)b?YhXZlR}~GW%Zv1aS)~-`d@ZJ=*4<JswNsS!{Owy<DG{N5baOWejHRKgQ*{
z=e;lv{8NB7lZ}!Lo%TG4S%f#(K)r!mR39SLI5@YWtX07vKYx8>YC}oiS$>bw`{oh{
zU`;?9f(eb3>dAb0rVkkbi~zwTI9#WiZLsUeBWXsf%dQ;Hi#bgeuu%ZQ;mRm1Bt*|a
z=fjl5l#Njhhlsly(vUfs=5J?O3G|Q7+LMgE77SZej~T&-^n^fQnO}Xm_rUUwnYQ`{
zyRqLE8C)4)q>)H>kO@`jQQV}mE245aX)L-YjA~yh{Z;c02hS~`o-*A@64$SM|BX9Z
zTr;0P1y<MGl>N8U3*P*BLO51bU7q$jC)FKi6YNwsk(%T|bi3M@*qk4KTl15rr4g%H
z)@K%>9n%|Xuo-=SwhZf5hF=Xdn{jxaXrWQMgA1Z9gbim&9Cc=sT113E{XGf2na#9M
zhu)5%5}7C!&6o<N$H0D>t_!(`lFr_0>}5N(fa~N#4a*rk4oT|;?v-JzvjpDkp@g)(
zcBKh3BfNR0s652W2Nabn8QPDw{$o;YKIx~__yhp5`umHXT0(mq{jl_LFq?XPJC!ch
zVBxgtMaNWD5bVgqyqS8PY(^=wMhO)>L59=8#ht~4`yo)o;aeLoR#C|*#C(9vOr!Ld
z9WL{VQ5)RfLRn}L4s1K;XWT4_`zH~&%agaro78cxd0hxQ@XY|J9zUbg{T+Sc+F<V{
zx;bef5qFFk0x?KuP4PxdBHzz%YFG1#QWZ1t27eSimxCI5%O*k^JaKa};f(SR{G+8`
zy1byacJ;1ayi1wP)YtDnuJm?T=mdKz{yP#e1Mkkh*+@`#p-D_TzF61}yl*!H+vOQw
zU<65$uECWfaE=3{%B?ZynP%CSB%+Yc`BdL~oCcNET;DuvB98u`a$GBHx9zg!gA`F2
zeBRy==n_Jz+29Q~&Rp)fBdka}U-~xwfy3%01I-7IMkfZ7X5;ej+Th>jfTjQp>iiEP
zHL$%V5}Sas#7DH)cy#4MwP*AzGV?};3|UuqKHCXOF2ofx+BD=L6<3-=)LZM-LOIVC
zaSlwjomNQu@Q6bJ=RG7GZK-|~JDO5)#rhTsc-1`p=n1T$cS~)okjIN4TPOA~F05-X
z|FMa6I7xPZhefOW1)<{h&}}QuC+y6(c%nk1*CvL>9p4L=BYU}s0v+%)Ohel}gycHw
zoaszvOkn;Kz-X3(x0aWjtWsdl09VTMhBq;OAKlNremVecP9KO0pdG3I55NW)f7r(k
z@*!i140QhjFct}utm54f36{50VkBnSs#tAg#fK)LB{4Bb@#G@^@L$-;zbjbElEOyL
z2CckIDlhp@mE+Cy<I;=ntL$In{u~M`QTu^z_&qFkcf?Y`*a(J=JfE>@C}A;`6d}VP
zfQDr?<k|wjNITpGUxp)-mc6Tvt%?|b0(EM(!ep%zds^IVjQwIt-}32J-2NTAW2Ebq
z_#e|(AT=isc2p)cg~B3MtJXpUcvP;B`p(o?qZSNSWmG|M;>sSoyYXerNQUCRCR2^e
zg%7>}<^HlOcNL-6TNU!GzpBu8<Hr9y6?-#_ZePyrj7`XO(=xv%Z=n!#PV<wnmBvL-
z*4oi<td(O_X2`S1O(M`Cw!hBTy@zf@lk@!h$VoM#A~E@C0}_$Re;s2&c>W!A+cdTB
zZ2Ou6{Qx`kcyJ;12)MG!Q4OmyM~%lSM-wO*FS0QxptSihbxkR_2D_V;;0$616bb<X
zGtnhx{BCn@*(A?Ahac@L3>JCQl+?J86rECnWRPaLn%ew`mct`}_IQe2#$gVl8F!hm
zWe$P<5P@UFnvRwHH*yK5(aZa_$8}>_{UY8TyLSGgeACMQrGyJp<cV`s7HMFRs(f;B
zaad}-`-Grn!4BiUmnJ!@!Tp#_+KNtNFojnV4kd#tUGf!3pCs%nu)=bF9TfCT5SFz9
zmltbk(QIX%fvFTQtYi&B5_sRx5HOV==LpUX87y`ohI#0M!+<ZPKMi_ROdnl#YxJq>
z2~6?GO}=Ntr6rP3ck$8ZQ$?QmK={Ul8X!_kI2Et{tyf}fpucc!Eh)8$?yY{?yJQ9R
zzBQefR<W`}t;oOEqO|f|&8u9*LG(gzq}f2#Oxl6i0??!4&%O+PT5TTeozIS{o?cau
z?&eg<*F)A??TS!;VbM^6*NnD3kM#K>KMwhMLw^jm9Zo9*ZE|k*hLnO@^d<p=UaUqr
z<z&%(Gb)`9)6ZQEtEsf1*;x|3`P{W{oW*0rQT_rik^HI(N556)?aZzGXBKeq>~s%Q
z)mUF$cts<Ws>bTot4Q?b4IC)q;b={Lfyk`DW+5%i=d5|8^-E?sA7e`nM28DLjSH?#
z9O}g<*#!^pk=!R4!aBtv_~>Eoc%E0GdbgwTKuzOsx~eraNE%N?8`Dw9z+%ga36E6o
zM-dgEVFDwcRL(wc0@4UBNcgUwDjWZ*WkK~(hdtBT*P`mnC@VqKXGT+9a>XV@{=-Xn
z*jnO{`*}9`rXy~j7Jh0>5d1;tbEyU05qVsDUk%`If^4O*qtBELUlr<gg^ezO@3Y<A
zMrV;`=b*BQESRJdwtbZ?v){m@emVeMNl=2-TUc5)J0gOy#Tc17JF681>s2Vv(@c>s
zzpegoemD&dxL~>sF@u8G`aqycpPew?*EREo$RLp~1F<ub8xw!Gy!pJaE)#;hhu(gd
zTj$u3W88!^T5pcbH~lV;Hw?j8q~}6b1+H~+Enze>d!L1H<c>sFHL=MlmOyKEf|p=P
zs@&OEd9kip?NCjC1NenHSJagqC5=Flefw3_(;C95W0j=*82imUOoOG!sD=I7{(YEp
z@Tz-jX4=A(d<w-p<4__EDekBt<|RLuY2~A8WZplKW-;PTm7uO(ntT-aYYoilu{qMq
z$3DbjVW{`%*@$(V?BtpL$bI|;JF@NRo704TtBeng5M7ldN~c;yorG0g>cj62*DfW#
zGsrTrRl?t6N#9Qrxtv&8Jq~)b^W8P|vFF_EocjKzj{E52u8wWl`r$27=_-#q@XN3j
z)|W4g;%!s&>%@4UwU^#(xa_)M@Ey{FwZABvl7YNm9afz0kaF;hoOewVMi0)r01uP+
zrsG|qXgnR%gMHm^ka$PfQ7v!Ui5lr$YHp*0%6(f5)Px!tOWJQGe_T9`J77L;NI#U*
znQd&bqbYdP@~DgTWd!wXM3C8&SC-2=jSz3k^hy;?SVEz=j@UVXmf*}m!V)f|3(!_E
z9t4hTlh2dZ&_XS*tvM95?2w120NI@OHn39S;Rg+ipm2;>h1WSGKDq4Pks8sDjtFXL
zeibq3A#%Z#PHvRHrlgtuEdSZXi`>b@e2uamTzp=Fn2NL3eL2?~jfzHt9hV&&CjRc}
z5C5w*)_HHDI4WR-#9vwtD!ehW<u4(9i&Xbqf{nYN;!@gqL(EjGGS3VB!uT&A)nPE0
zqi5f`D~!fMqIXz%M_NP@aepwCAks>B4X%_8`YD@VtRghy5OD={sLi1z7#xu5e8J&$
zc-B<i*u=@j{I69lEA00%H3~$@b(B;-a$rm+I8-B}?uEzjN~8IIOepaQZ34++<Rcyv
z`TSVOUovZOi&G26?%XRR6f_p{D(e3cUo)>8)#mcGj3>hQX!c%|CnXRemP^u2yvY@{
zI42i|@U3P^AJ9Bpr5w_WgP5V@YqC+~QR|Eha0qCeWCuafm0*M0EsfYY^Dp+8CO~E!
z)By#{%?r+P$KSqM8_+<8XlAMptnndm3({5^pyRx)nkOYE?=8RUWXcvv^JH7dVKLUX
zIUKu<Zn<%nFn>rM3=VJ&Q?y?W10Cvj>cAfs{Y)haQVIENDu5`XsU{g-vyC^+7Hz-i
z83CRbWnm2=91z^<<?&l(xfApNNI?GVyL=TH`&ArUrSek*2Q;6)4N{82jr}e}+JR{_
z>B07~nqo7XNAuD)^-C2zfpA1A9s_KYLUyoh-A{cy+`Mg^Wv5y!)rbS6BFDqPn-T3!
z@{KdIm3id7qeh{g6)UU2rs0POdDN`wre$I`K*Z31jm^j=e=GghM!xVBTapv3gMlw+
zPq&#_9~+xs>xcKvA~+kvv8cB3vRN&UuuO!iQ-4_gE`mEA60fmgU~VT=H-0>{@K#C?
zO`r`t^-BCdmd^d3=?C89y68eA*CHf$g~ABA-!H?=$YxaTmyydT*CGnJ=DNAFVGLoL
zyOK+}g_+CdQps%^xhB!~?3~B>3-<W@u*c`|dA(n+=TjKYDiqM<TQfO@gZ|D_`Bx)T
zPU^Oqk64G=LcIu<&G_EEX3U9nlKQia7>`eale0fy&(N`urUU^!w0chXx2BmNNyAB@
z9!h<33l00*FC;X1$JFnXJ?gMwr{p(vR)m8;l@h*~p$Dz{W+{b|LcxAW*{5i2ZdK^H
zA5WF7()XLmkIQO@gf9AFJu}aRZ|X_kD0eXVnWLWS<@-wg(GcfD`jGFQ3SX!^Pc@E#
zxIcgA(MCL=4)ZrkP<C!jzt1RKHebGJVkyy4SI5!p&mm=Qm6=Z=$QEl+E;T$ckRdR2
zU1c9{Pm@H=jqLnfYXaSG@+6GktDVMYF6&j>3O%Eo&5Xuh3v6{*xJ6eGV8bQR>GWJ5
zIXM?3^;L0I6y+X4))$s+n?=af_?+n~QKVTpbosfJ&CXx2x0ct*F5J1E>apzGr7{8;
z{X{9=wFpju5b4a??<ISAq8yd8k(>*t$f0p&OV=v=pbAdR_@2=$gkPg2Il)_AhI7dt
zFa#b_ZVI1u01ahxSq|N|AUFy5%Vk@JK0GVfhpCThjG5pFd}%dWw(xVyBgb1zoEU!&
zUV85wIOF%(CJb6T{qcf=WCyw;Pp{(~Xy{HRFcVKo`f;f>_;sXAq^wW<D-N@oR`f6)
zR1VTDWDOzl*HRpkdTHyd{glX-=_!i6Bc7p@1cmVrV}7JBVXRfJOstd~&K_cxUn#XB
ze8%tBPw}bY_I-|oviC!BI`zCUs!2ld`R*Jza5Q!%skc24R~k0%r9BI|6C5J3jSj9{
z`kmDlr?<<aw;rL;hHv)~R<3Tw2ruB~-OCy=VZKrBCDW2yUlv=#FBohvSINygrDsdo
zCB#!b{al;fhKD&Sn`7&K7zV-~I|h@q-beiQ0v5kRKU^<vbmUX5oyEm+ykP}}mSqkl
zg4G8lIA?hdFg(|-PCai7H()G!(xhf_BB{}Dc8L3ZO&d8<A=3rlM=>iaGu@e4rVw9Y
z1&55E7s9;M?y2)ArJGRffGVe2PFx3+&;F)f*m<m~ocBx0((Osq-(vN2DJxw~j@PGM
zN$k=1@8Y9@&kf_=UW>O*IlQCk_ay8p%O&gRF%K3g<ELv$$9>p~H^n84e{jA(vuU{$
zdD->jZ}l|9sOzwB`PPr;V$%E9615-S?K&4(_<P{A^;7OkKLd42W`-}mZMesc(fS_K
z#HFmsbM|Ta!&5i>#A7A=Z)zTl(muyNJSF^@`>Es1?`<gw56`ZdVU9+(R#DeCHRrFr
zVNf53(c)#c;ua!bD|rUatUiqV6ld3maK9s4iF;O2g|R@8>|frl;LQBaUH9t7%lA<G
zJ5pia(+`Cn2d0jTHwKFOeg1UzH;?-3xW6wFxvkTJd$Q9N{w+T+ZL=A3y6{AHFkVU4
z*ZyUug$E8jAtsS0w>R0S)11wB>ve3%vW+R{G}Re81)&pBbg6Wm7aTclzWiZq&<VpR
z-AgKgo7=A?{{F`@dr~ZA_0aG7e=JXF$~U9Z8g{P~r1CB~{Fw1^)(uL)rhaAj*T7ce
zcs3fz5xCOIICo6C9!I>qvB0=kC7b+Z+evU%QjX}uYDwTL6wJu$23G}gz$R9^B9l`|
zZ$#T9`bU1T783&#TrAzWP;?TCMfAr*=e(!JXeoAL04?B6yPViXi&Pb=d5*5P*V-*d
zGxMDCp5mCFyN3{*^}~yaXX8W}1(z5_OR4c|^@l<g-TRIW|FLYyy-m9)REVpRnRaw^
zXJTh}(XOfBaCvd|y{e>a^Gg1L_}U)(l1ISjgPltiTB2)3xqo78-kk_H9<hE+-}c<0
z23S)rNS+!^Eoz9h<<pXQ{SE$NE#~iXht7;&%xZsg9lmL{-XWq1S=&e&8T|TEBOZfm
z=7rpUJ66hWlarPAz}D3K9k=l*7Yx{~T=4;-y3L+dBG+G}5L{a!Q&pYx^ijOL#Pd_$
zeZ2cJ%MI5*5Nbx%@cX_g_nO-lD!X~{>|lTK|5)T8FUA^dO)R-sY(9vqqw&Rg0&EI7
zb*9Jt1(uq!Mo`=EMgif=mK9vh@%j&Ii*Cea3g{e~Ut2GU`ryQ*5gjS~KaHr@-$AI*
zHzO#zbl}>{BSq;612Ij>+mal_F_xb~W;edRzv7p%Y3b*2Ka~6KwGSU|ETtUklpXaI
z&W4uCzGeZ>J$TD==eo^H%NXda>94>S3+gd}<@9iB_wa+y^1A-`Gb}{~Vm~v@5PG_o
zNXosG1j6y~kCgt1-&#$Y++lw&aeIVnFK+w`?%pW68Hj1bsD9_CCEg)U#fv@CjqzsV
zj!Un7PqpT9{oB9WaN0__aCg=3NoBE)=Qrb%4|!X{qcL5|u~vZ}ZU#z3?HE3nRx&BR
zV=8_=F0dH!CThnm?%r$KRpp-T!uF!=H)j_2&RTMriO1jnv-_K@nbPzoL-?1m=0I%l
z+aj*fAkK4NEjfsv7AymbuiySRUlB(pj!Q>={XKVGN9#Y90O=DCX>LvCZ)-<QiayOx
zoq7N3MjUZ<(^BN>&*=KYSsH`IQz&fnVy2<`l{?zBw_ks9T8W<t3QWHy`mEnfUBvL&
zK^m8-ZSh)QVMp3IiIb+h-S<)7#U-|8dawO6WZb*27-V_|k!l$m*xGN>`sq!HYhb~t
z7X`y6J7*tXc#+Cm`Jy}VuU@RQ^nU7(lwYB5Nl!Jm7L3ooIbbQ`zc?@xQp|1Qck#y4
z49!#TJ(V+b9(4x@eR$io__3#a-}BVp7@J`1Md1XuQ;8>>XI;<fT}^x;!*xe>H&e&*
zE63<+<X4f)EDRx$?Pfjk7Ac8MrMvHSMT5I0%(SrD<f}i`zJU!35G#RP(%k2C7@AK;
z4fQlRmlnm>MU;<!NnW}8<CC;>K!EbsjC;fR(#mfx<PFfSZl3#oN8-7=`N7tEg~ai;
z-9m>5XJUgR0YH3}OG0-F<4*K|!KBs@pTC$jD$)*#X!}^F%oMa#2nYpN@Nu1DNwbQ+
zaa_He@MhWhZPyxuqe3Nn{olheXi<#i`UWt5aLC=bV3LBA*G9tuw*pk>Azkqw=we2<
zZp5;^zF+u`sd&Qpl0(UAw9$e#$;xZM(Y_FTvy+hbXeJTt81O79OSS7IvP6TsENgVm
z8K8IvdC+8}2_1sb8PL94UHDt!Xj|ucJXymAL~lsOAfV7EM2s3;l^Y|G_4X_$;7wtM
z>R+$Bxj_QlDc>EXUhv1C(O`K10zST8Vk^h-GC5yA?|VpZ5NNE2m1_fL5pclKy+#iG
z>G*G0@bdzAvm(beD*xUK%^Tr#tx$TQQND;>O#`qj@x}%9(-*F{V=c={fg7WaLB30`
z-cIIffrnBQgUKPkQG!eljL|@@nzV0KRr)?eEV}Pm%bZWr`nc^8+GM#~iG9egBAZuG
z+w9nwp5nSKJ_vXDq7?{)c~5-tX$w{O?Gph=rMUrj&F9x(&^}xe&A$>sL*WNun++Gh
z2#eBYmZG%FX`%_G?tC$1jrw72(<-K2xJ;vc`cJWL&5x6qPfXXa_>@>`6MSu{zLvCq
z`5bc$A-3ipy#_a^-7ox)#hwO1Pzd2ZscDv!*(#=o(QgV?L*V0_zfFplHHR#7U}OwT
zFM4H`naNJ$6?nQ6I#v#fJyi+3%5D!)z$W6nD*8zl&Ft!cq!D==K9u1zSH*>sC>4tJ
z*}Ptsmqj2e3n}R@bP;(T9!W6zVSYexRz$OG&A9-dcS^)dt~ICqr`vC4#au>YymSId
zNlZq!rHC{;n~tJF*Qy*?L3;bs{b}m0M%B?GfTBWjNB<a=NqY;cnkbv~B_EZIMAXSu
zP>7l-;GUvcNBbpHpG6Y~y6mLdL^hYM+`2=)df*{)4zQ)TSJV=N<~>j&_@kQW<}i&A
z7)gQ*cCNbCYTLN~o{nOb_pYq+t?pmDkXe_NemV{P@AfmH$3HGBt*L|-v^gtGCFf)i
z={`)LNfo@Mxs8V3oMI@a!q(Pg=kx_U6jVzssclZ{Hd;5f*EXI0-6V0GA7V(Ci7o@R
zwi%Mx+9Us>%|fO;oX_sS{2XF3O((!Ur-c`9x5r>DZ99}RTemrTijmzNLOZyw>ldxp
zn=d7qg9=&EyK29w1salKyw)#QV3}9q{rQ>7n;+QadeJ1rgm;%_HuG;H>gJYfxIYb)
zgHFCV?E2Wy2$mKwE3@d=XKglE_jT)MxriA#9zCkSF&Wq{G;>9%prlpTq|c5m?Co_%
z8D!8uAgB^$N3RDeoiYBp8Bg*0Q=e-vw2pxI5NefP+3T}EmwhUoni&k+zPN1PyqwxP
zejqG8d`?k=*)0)P8k+VI23Y%*!;hvRzOXGjTOS`fNywegJb0~?)rUpj1DtfsvCg>s
zg(GJB48AqKJfy#(WqRRfTWS)mO5RS5t{Kd9xYury0?kLpUpaydYR4O#!KZw5&0g+v
zA#`4!mu>bhoQ%vR?hF~OpXfZBvi7Ng5ewzLNRF^Jdo{<3>e|<Ed3Kd7%&MF}A!J0}
z)Nr2*vsb}81=Mcdj4Jy84O6j9th;Lbx}IU^j9s{sdXX!;w-sWh?6$^h%N_cn%?8X=
zMW0o#k$e@v$aPytrWw$rK5uEl<?~&36=zsW4p@gVQ?<d#l!c+CNjJuzv78cHT$wz5
zg~6wc=zFQ<RiZare6g6xS6R`yxtG&AEoe4xP=#b~%bKJJTU0Y%SNi`SqRJS>L{uRr
zKignQDg*(+kZOPAtty#QUl(7CSW8<*>TMJ`1~mZ}19<IU-6rs(C5uoS)&6fL=0f_C
zcI{rfGY{=K>puSeDwXgJnD?4ND$n^8hF9Zp)Ui&`W))OcLBk>UC^U2FDb7tXTO)-Z
zXW|svwQ4U*cj|JMO}Ag7Sc_p_VeK|vTog7*vX0XZ8oT^@1TxGSxS{DT`4PMZBd{Np
z+frz?lWEQzG&8yUO3|B1i<THD9>6<H<o+mz)#u81nbzz>vb0S38v$s`bN(d}Aomm&
zt$_T|D%c7&YQh3XXC)@RJ~6KH8M3M-$&@e+Lw4<09tg(-*-fqR-P%%vdQ|G1bJ|}c
zsMTmd6hmrrc8)Krqu2G;V=KXEvyP?#poeFAeoL0`4HF(9O;zp_3$En0u4NG1VjI65
zQ1&zAVBU2|)9Nh{qO;sQ-Dxqz2zb<DcTd)wZ3aH|*TOIKoqR=?K?s|vjY3Y3cE+0Z
zN7Gs69J<&s>$rIJV;*6lA%`_!Ic7XXc_&Ke?>pulN%;>7e4f02CXc>x{jun46F{qL
z?H`AVpBe^E>m0Cfrsh?^;Q<*MONk1~r1lp~W+5+Y*T5k#Kh<SO6dN~xbM|c(CKme&
zd$!A~?pw&p+bXJ!-SmY=;00u8I{7I301u%07txHD4=BK3pyqAJI_{`a$i1yu?N+_{
zq^;SF^o&<#x4c_sbG>f~{4Kl{Y?%SDxW>J{T_7R`ff&-8As*)WEm&Ncu2O|8XCUwU
zKkv8LLD*SWt=oP0LgtcU>P61ypGI(H+n=2`<$sieI#J3VfB1vtuURt*h}TuT*b=WP
zG_IBDw<?{sx%a4;|9WHDszAR&>~dFO>)5OhLG^h#aDqM}gd71)Qx~Qkl5%mf-Yysb
z-|2BbtbTf1!n~N}{ylCMW%aFJ8>7tncIxliYlp=v{MGLsfW0vI2|A8qZ?0?>+Gg`0
zJ%?plAjyc_z=)8&U6(?f`eJL#eRm+M*?g<}^5PZBw1s@>iN3l^?S9IOEGOsV*7iak
z;KJTu&PlM{h5-`?M2FZ2SX<Gfj4<Ah5b4?B|FJM%P*+1DKQ0p%4d?f?M2fN9(N1#o
zg~{ZOS4LgLq7|$xgIV5zb;f{>jFb3DW^Sbl7_s-_%2(ML$&4an*q};&qw7*>4`gZO
z$-}buiWJCBpSj7D8=5V{*zZDiEcWgtr&ICzDPAR1o$|iEQ|o|GgnY+*GKrS6+BxE>
zN863i)ATrRHUD^O!L4cN;k(e<YN7ehL)VT-?1rBjO?dJpXjO&YF0tAXj;)d|^%+&Q
z(1Z=d6o+@cd0l@W4>s{cyXNp;`>r4@*utQyqlLwLza_i*H2TKAbi{5A+Ueb4+KP#I
z^T*H{44^9)qUKlaYm1#VfjOMWv_J5c^JaW5X_>PfbitHfI!f!hP|dsH4aBpWkc%&d
zi)RZKGbfg23qH@H$^fj$`4e4SP2Ywkbko5Q6{QzaYIGyCE2lK1EJJ18z1ZlHNTyI=
zS7yn1)n~JV3<u<4_f(s8hQ`y@FfyN@Cummwz!O27svRsRx7n|Q9(>G|Ls=j-L&66C
zH3%bR|GcuzD%FEarMyXbtKMAGN(YMcI{msN8Q~kNulw3i!fP*s_-5@hTl~52hSQe1
zgNX)BVxte`P>{{=S=!2%C}wKJvg5(FKPxh!V4*x2ia^kOO&97xt%digZFeO??KcE1
zh+%?jSfeVLO8h;u)7OmK%be48hrU&29K~c6^iOISm`<(_5p&1Fv44H)tuT|2R2*^0
zwWh`PXz#ZW264?GbwZMrSUq+j1jBY#x-v(H<Nny;^JTnob!$+to|F3XkwcpI*3Uvw
z904J2O=E>M8~J+=q8!$7wv_(znz|}kzqWk63+4&Et2v~@)$t?1kcoyuu8@Bk#jJ{)
zb_zHom*fAqG3B=lQ73T1j>7jDz-u|lciv}KLFE-_QrFhHH0H9uZ_r1hpc?xJfP}UQ
z4fBKlSnl|4){^N!1D}Rg2R|mvrA@=rn-WrkH5eg5^qgXa9M?f&W@jq|RrJ3;pY7df
z9e78xw=xE02$f9P>wkSj$AFZo&V|SvEY5A(-t5d&zbTiMz{iI8>Ac7}e2}(o(bR${
z`T!SsWrar@BYVsLB<s)368e?d072z?<`Sa$xxf2msUxRo+j3hdxklZ2yWeUZYTM$Y
zMgF_~e;zXPm^{q*Z!LMCvpi8Xgc+N5d{iTOO@l!olPceuI)(85S*x5maH3a&9d~AU
z_Q06o+ETeCT4&E>$Itq6G!)S-5hUduvp*H1*KBe<<uI#xJuPu78F8xY&$C)TNLFqN
zyP10}h5wafH+9{&c5@>I2-PdWA($m+!p*`)GQ`^&irzrpxK+uw`sICLn54RQ_=<tk
zuqOmO<J5e!Z6@R`QH@REcao5tut$}TW{-W2PtE#g^O=B2Gdr$|7k#XK*L>h0G~mTE
z1tG0$Q0x2v4Dqc(Bx|)OGE+7k$2;=Yt#nZt_6|Zte@9N<{d8(SCG%$wgT_DL-)-Jm
z*5hchm)AryBPFyRR7*zE?y%oX9epUG9rDc{Cw+VKSsNEmt=`51kFpnBseUN->jq60
zP-YqQ-fk0W(m^YDun^`mZq_(2LatlD0Tjx}VSJDzIiYwX0Km9_;N;6LD(`4qX`a)=
zi@`|9V8MxzM(cH<LI1Hp#@GCVe22Q4>x~+7L9hZGg;_{|vC6wrCgmq>>rU3%h88fa
zaLwlvDqqdn!n3kH$6PMB2%vb<p+YuZBi;`w(>lZZNM~$$4OxZg)2o^^1jw0M)-njQ
zm@o8(I(Qhow!QvLSfS>ktsN)dsEF6PVp4Zvw0*aMZwFO{FwvyDvw|zy@s?Gv8lUnt
z@0*k3twFd4+sz|<1kwl5%nd?L&u23hj)VpM9jP%XNM5WLOdo)z%nYA7*R$2+KM$}y
z>wHl5b=AfwC|`ae3vh||jQDV-{X)<5p5Hr^qmW^~1A=7v^HS6Yx1yzN2}Qiw=N7MD
zE_!G5O>V?J=GQV@2u&(@lK*_@Dh;y^I@~_=R@EsGoT%KroIyWMI})qujLBD-*H4?~
zR~$MWWld)rdFok#M84F21<>aFC#X`~YvkXl(Y0U2P!ZHB1gw<<b^I!EHPQdt*Tq)r
zh(k?gh%855U7(sHxZC#mDY@Ti>i^igL{z3_)KjYVR+6fkU7Gt7D1r&oA%gYxlxn~M
zOx}GIJ&kEu*pT1EOnYZeP$4(WJ9T-^U04<PD6Q1`dx$N?I`9Wc5w|}i&`Xoq8m=_<
ziGmoCbLtDKO4;mDRpsG1r59T5GIQll!K_(BSh(u|`*~BBrXW98-7|RtZByqB)s)-u
z!(bc#aucnVGw#&%kqMx^RZ-b_rvW>=yDVW(&WU8xYKddEw5j)xqwdI~Pj5Gil?8aK
zloHkWo>~+EJ9<q`3U<bK21{=;hSb+ypRY6qNL<UnSy|dRU2?O?KX#71<6Wl*e-><3
zT6dImFxsvWTX>sEp#*1J+Rqk~e>Tzps(+EF;)!a3sZ6`SrWauDMq`;Jnj4=k_lqx?
zWONXg2gJO(IlH_TR1_7}1HH)m0Zn>!v+aw`MY-dC4SffNkjU0H8^=7{L{6K=Zy2`4
zN#4${^fy9_*8`PZUy$}XH841=0F`SA{nJ{BZxdOqd<(JmYp&~ym`E8XREd`H@lBsY
za=1r@KY-$!$+q9)ygUl~B)Ito7J&8JoQJ|Xm+;=2I(=$lKCPu@Llj3msZA@UqOfby
zM>8}_t#|rvKy{5LRQCOdX4X&SOwR7K3aRplW1H*^Z1NhF%!Bfa-)ftc8gu8D?5(K;
z{*VTnmA(IV`klixqK7Lv?)B=!*Rfx1uZ~!S3<sV;bt^^5N*o0J_H}?2=1}WP{J>SO
z#t%)ZEIw+aKnlA#N8QVYP0O|fi}d{@=5EGe1}{oxvKcMPdF@F55?YZ~K(6)%3{(PI
zGyFAF)9ic-)oT2gz;r?LzX*;Y5Pj3txjvdO)mA}gLuVqD+aLqJh<XU948too$v5gS
z={>!nLi%@wqMcSt5#?05pH1>IFLJVV1W<bI)<S;{)c`*StkVPZ8(<5^efE<r^Ru)F
zq@Q3Qw7m^q$A?Y=4+nfq`?WIZ^7>!ts&igLa8O(>m1Z#RP3w`}sP%V2P^%U<e*>oF
z2Wz6Jv-<OrovIpxeUofou!K-MTGi$odwa-(ug6UG4X0Mbq4#{NwFkwChMmrJb_3Jt
zR1ZJY<Bdn82f0`XHvR))nlisRMMD#sQJKAK{)t~uZs&QBm@;qv+`8O@2L1>{tHfTe
zty|0Zeh7?O8ZemlgEq5H5M$Ry4u5`}sd8BgbeBb!wl4I{FE6AA@u2bv@B43eo|s6S
z#{8Vt$Nmvx%YeSDDzLeGs)7Bz;fKzSn~y#>iZgjHF$u*3YT%t$nHsdWG2HjN8-m=t
z7GRTWnr!r$a2i&HJ;(SKKFc9O{|_Y6Act|+-6IyY?Ap3eqp-Kfm$P9m1KP<x*pPnt
zAIs%{M1<%s-@}67T(pkB{T?IMC2R1mr`5(re@?SAQl7tIg{)CV38bie*ihz6rP#vv
zMbO<XQ>A~x`|FMpX+}^lYFVq@99~Q8keRgfi2qO&j}~dw`Xp>J$QiHzD*F>r(Hd2a
zeC#-`sJS+KTlGX1^rXpl+~w!%YV2c*e`Qrk1+JpJ);v?D#@8Qm0lv^w#C*Ds-5*5<
z7MZwW_2$((2#VUM%f^O@^0Roicg_JM4)rPoN$8;E9eF|_7CS0a)Zv7Gv%!{(w#%xY
zrI0<~5nGx8l`W1nwZr+As&A;_xr~a1MG|kqlMH8Q16M|{63|+vK}PZ!RqpM;=`^>m
zMO`fCGzM=!wCtbCmf$nG2JUjDR|(f$D(An1YO(pgrdxvQalI1kf8aUvoQ3CVKbHc5
zo;F~yEq!Qrxbh?B_TCpJl3&SbGB-td1SdpU7(Pg*gsRw6tM)vw75>|1!BZNpK<8@~
z5EQ|FWlfM&me3jEV2*w}qOONET8xOi8-2<t_7HU#_#>^ikA`;IA?M1w3`L!(C-6Oo
z|71wUJItJ`>!7I|ZJ~^}o_S<UDG=L$YLP*|u<*z6e|POTm8)d0HUAmf9z0f!=IJ`~
z?CzjY+D#R{DKc(9?GDJNm2Q3ltErb45`r4HBAe@B0l#a8<Z5tj4`k{P5OBAdh2cKU
z2CVF_vL71yGyF?>Ok%)y%HRSxC?@-Q>7g^6mU9$l?6qN^AN1u@k*~8OC0v0Pf}bEV
zRf+BEL%X42>-CD$ux0|4{s8#-ZyzxufGL=1Szt~s{YQat6m7AU_h$k7<1b&1CZ;0`
zE?JhR-?cItEKA{n#4d~X@b=0X-i$W|aEV#i25DT~OHlt<ad{){!>2B!$jIlZyK1_I
zjMt%+vXIlMbXcqOpPBwh*I(n?ZrvXPmR=Qw|ILMJ{~p!Q5-jo#iXL7mnIs7b_cVU4
z+;{Ix)^46mDkIH12GY^QBr*w>jqNJJjTl%%U?%2+w`LpR2(-nv`0+!4^>^h#;H?s*
zixhg9x>u<@U5i(Xh$hr@gCI7v=985#eoYSGN-J+P+<kNrh}#^Ungfznir{c|;_`#4
zkx^RYf@rLBWjSRrk#rB>sp%J@;kBXQ9PA4A`O7yr?%O<rpvKwwBBUcH@eb5_Kc#kM
z6HB`dq!ikUJT@nb-<*?Km#tPw+6pmSlm2&Q-cxQfhSRCI_D5l8T;03Y(cDc`CqohD
z8p;5N)=wNghfLX3Tg&~&;s|uG^BZ-U!|o%toX}*5KqhYG_UO&OVzT~fG!6`pq&MIG
zsE6ty|4$*59+#f0aR>KRu`z?$G?HcJI-jfXod-kDvoKt2e}z3N&>l%6WX%qf=XFYT
zJnEDD^hC(*XBX+C=IJkzsjqXv2`tLa+lQwPxeg^(UcI0G=%S*Y`$^kqQ9U30xz3pm
znXd`4Dunm%hhZkxyFifX6eG{$g|GYWQ~OQ|lL%R8&^H^3mN2&PFKaQ7%{mi*#c^AG
zD6Ln#2qpd1XF71aV61LM?SAXC3YEe%CSuB{=av4rkI=3cdGes}!SX`FAcZM`Ax&r7
z&u{SgRX5u%`l}6MsB@j-lP+vJr$m!p^-14Q@l??k{U@%lww&ZxjUfv@>WbOb9s;>n
zlQmEbgi$NMu(C-AVb)iEe>w%|qOTA@lXI*TpiHpL_mKary!-(G=)4d3US4sYNw0c0
zEn*dXj$Y@wVF4w0)RJ&DHfuE)dF-!2#$JdTz3&d*!n5-}bv+9m3~aXuB06-MIaK1j
z@p)wiom89|JP@Y))>h=JqmZnjgnQrlD_^eH+AE4*Z_)5&X7<E4koKVRj)rWNk@OGR
zK+sK*S=sA^w-2s$&8N);EfFDYtM{_qAotS0vlXfi+`M7KbAcByrW(*cU%CBqYVq>4
zJb1f4V3IQ^%ygsOXpk_(P?Tw2Ty9JF=I`I<QSU!cdc~WQmQ|6A5QeF)lC7V$O_Ccn
z0O6=s0c)({^R2Y4*e>WX>+wBr?SM$V9pf*<QtEmYA$S7^L=1LAQ58MXWT{pO0fs<+
z+dy0xo77EJjkh6DGQiB4-R5KhF7-=b1GsgxyYI`k*P+be*F#y#T*I=?T}8yk59em&
z4!P1_@Roy(!uK`~rx6HT7>J;MaV0g-`2Py}@`3zu9o1|d560TuFlr>f=<s7Ex9Uu^
z>2Y|ZBr}C7B1F!vNF`FjEQ;_YlUe-K6mhVx!;d4>YGqYE1_Nn3fgA2{q&5<)oN~RZ
zqmz~clI5zYkAFw>t)L7?f70*$HG1vffp@L<tQB9vqwfwsHjisL-6~h~Ig<T)`~%a!
ziZ+&?uaB78$Z&3Ne8*j=`>ZloN|&%Q3mxHcKUZ#B2U$vLe07eqcg4~G`9bgDr^^q|
zU1C{j4IA_~_KHb%>7{{!Ty1=XvcDMb1{X%I)_OYaFh~lN{i&VJchkJNH1$>xOG0s3
z=^qrGHbMY8u0tH)K_qQ2XN(JoIR;aF-^~okPRCrJ{w@xW$&dWF!igoT!6lNQ7M;cg
zmG35~045#rNC8ia2S}p6IPF{T9hJ?Tuunqx4BN8bIUpe7bq-_9Vrb4S(zlVr%!QEO
zAMqN0UR0@z;pN|W8SkT2!ZCk4?XlyNd|O}$Xx+1_dfL&#p908nD{0?7pyH5IQ|}O+
zV7VL`y*Rl$O|;MRdqDb8eXb4{6Qq^95hh!&GPRN2{~rtJ*Y=37xP5uq=2Un%t&hZ9
zd=24+-%Zl(@uM!dYWs<*O~M6YV>=RCx^b&r%3&Qnds1W$C0Tgb-^#1e8^Q*0Tb5rR
zB<ycFhP%xao_d0GyD{mP4>AfdhYSY!KTqI@Ja2mrD)wNRmXY3=#?AJX{H*6@>-1B1
z)IFnU3Pim3rS5vHvH#=OTLK}M;0A+fz0%nz#T*SG6CV!gVSz2EiK#b3>F*RuSPkS?
z8`S5EB}$dzP<RVHdzux=GXBI)4r-n~dGTz`kPC-sdT{PiuIZEu;zKCsqg}B5q7R;s
z(o9D`K1eYNuXJBXC&n8orz#nwWC~WfE2>mvNjgPX{2Eh@`7J$_S9bg#%gMNJ^1M-T
z(Q*BeGB(;&+$YUoB}VDA4sL^!%RK4%gpL5J=#|m2>&^h!dvGu!;-H4}P0+rh|Fbsa
zJDY!%lUXFbR*<RwIz1)+=m{xtKRsTxjLr7cJ5?1;Sh@EUq>1I9#$&7bmdpcs=7##I
zpiuVPiRlk-lldzItXV!4)brj+yujM8%YMXYJ{uYbSo^a^BOx#d?$aC13|RlCCto~)
zx3M6LWQiXWX;0=E{f?EAc_CLC9w%ez9{{GO!p_~xGj)}nb9n=^f4Lm?QB+Mm&V5|t
zaVn!s<?VDk+(`IcGC~(uS%q~Mz3b@fU-W(VlmZ?pUsiE{!^}bdW9Kc=+mV=+n1N}P
zS_tk3V`3?Y%nv0{oj|TR2&sh15+`k&1;E=&PCjx5e2Du?DN`~ZQ!bav8Mt<d@)UEp
za36m@e6k{$U*ry+tXsuUTiI?E)lLdLnQu$LCNaXX;hF2^XmA4Vqs5cbr&9RQmv;9U
zV$szo59jX=?{j;%r2YVg;J^y?>}nBmt_B0?SXEVMRXpjC;NvCNd{9I>TfM<iw?>@v
zC>z^Tp>u)h`&e7Tl~Ey15414aS@HXl7%?Ll&?XK(h*+xxuekNuzm)SmBW%y5QPd?{
z6&tU;W0CY?HoX%Y;y!`id)<gy$W7T^!!&Iq^%eTj*PeHL4|Svan_qM7+7}SGktNRb
zzKQXpMkL1V;!cL`o(nj27QOk=*KHeQuykI3Ui-#aidaxp&175BNzkO)E%WMRRJoPU
zpayInI5-ah`(2t`ECzwAsw_;S*vu!!th9b_lSaF&d}3b7`(pPNm6}CxlLAR8l7Are
zR`eQ4dUsv2!^|ecTF@8nZh>d=XoNj$=$M9=RbQB@j%U-`-J={Fqg?^ieH}&r%Wyx{
zd3JAdQi~R%1)2?Zu?U|GQycX5&)OptUhvtnnt%r;9Gxg-#b!)K(PJ)Y+x{~-4-3BT
zbIOQ9KR(Dku3znPsi_$MkHuKqb@`vC@XZy6^{br7%Ql-s1&Hrjvz>op?!6_hnvTE5
zu!>$SA;>jYf4=E9WfVP5mKY3M%P>rJt(nQ=VObD+>3eWb$Tm12-0=tyu53sZdN4b<
zOS&k65Ls<Uy&U{`kmg%NF(Y3)$Fd;!Eu`JoL+_(QRY@`^GBefg4)&XpL!$Q8=u5Yv
zB~-FE9tg)+mwU+zW}K)bSmg%WbUQ+<eTZ=9r##W`h(q4~4D&^6SdyHi@mW^;$#uKP
z3&)@}wiA<}s_D>nU}`y70XyRBKMr^Bo17YPthnx;B>1-wc&{4!j8EYtjEk12d#XPt
z(B#+0?Lzpk#fpINdu!*A*<D-JE|b+y>Bx0@l13XE-Z-^;gPmiW1cTY*9Js>;p%7Uu
zgNjPfv1#!4_V0>$yj11^k$^R7x1{YY1L}%?FqUtRk2(31E;~~9$7n}64B+yw5?QFe
zP7O=7xx{MqJL+}Ja-i{-tXH!gZ$jdDFBlj|m5x6hOBu8kZu#qm%j10lE*zLV^(o8X
z?0|}5;F0_+?aVA>u?bKpw(ji%SH*vp_!bf{%`q0ms@hSOtgv9m@$mMDA|x5aTb`uA
zcRCBll32*HA2k}eb~y#1SoKW3B81pdUfCujY*pSu=XJb2Ikkao`)v^R2jzgzJ}QKy
zfv0I}b|^L3>J0l>VsRDLqU!R&t8b#;rnBmIIzu2DkIDncx$f&UcV#tpOd~3F-oJ^;
zba?Z(QFWl0{i*xQKqK=)=wwz+bai{AM5JPntMLv+fEJ^;N6<vIr4TbK9>}hl-=6xq
zEG*tfay01Hw4ux0Drl9LpS&kr3A2*D2;jTEyt>+JqVk7{`t^tGIPcmPx$g$8ooJ)T
zlMoeN$}L{I*U|gW*sH<57AjLyS1~yKMfcpdw&WyX-kK`xw`<im8QefhV$*m!>G6Z%
zig#MoQuQ9_w<TwDnFY}+EJjiYS35>p8>>-y@P#T#kilgL!<{k9-u%~@L2F0H`0QHW
zaP!0BYun+hFm0$D(EU;Q_iwqDryU)X!t}_gGNGf_wS!6sriPzh{JNZ`n6h^)w~HfV
zyM*=_SuK=!hnEWg9#VVuMSvn?b{yt|K;t>W*XN>>c8xK1Q!Vqpj}*ZP4-l0b&F8WY
zj}QA+qmt@Pf-T-oGkgbuA!NU~EkT&khP8Q7#&7B~zRBF=W%q-z<?iYR3Ru4`HQT<A
zf@woZ@;D9XbcwZswjX{MUFp_Q+5a%*EsMzUB(UcKuh>&qg|d@9rVZP)q=O@tX%Kgx
zG4?EPD9(osC#=wBA3pnuGbTuB_S1qLOyU02G9`1>ZFwQRc^)AEcYREP%hcs;@bU5W
z<>Cp1Vf$ApzL(|A4A}nNDKR&dE-j|=$D>_goHr49z|y&kwZ@k>pRT523WynAdF?<d
zQ;RnZ9K0ngUYbcdJJJ&UN$q|4tDo5MY^wA0LCqsL3A3~|(zIj{|K*I^LQXG7wyfHf
z+iiD}vgfqk+mC#j@3}O`9yiePH18rOit~J<Bb3_x>L0pnqD?fPA4<GdImvr{q8*Iq
zlOy4NChMzgqK^rDr}OE>7Wgm4PsQ3^c{>@zmSxaUCNsE*PdcI+ndRn@hA;&b+h4~@
z|L#qMtH*lq#BTuv;1fRRq<U(@-=4ZqS%nyofe~{joXvBnP>bgk5`neyp%DUoI=z%{
zD%0%v%L*GCI9#1TO@QIp?9b2~#N#ECUDMhM>s1GHRR_~<J&JwV*W7UnCS*)7;Cphq
z#%eA><HbLh^-h@M5KSwrVg-Z8Gp*8ms;e-Jz8s&mI|dt_lYt}Hv9&EvkW1UbyoIVg
z5_@$v7{1S%uOp79LYG@6%$Hgj#DF4b9ZDieJ}29cB7WC#H}|^(dq$7+X{B?zB|nl}
zgP&MqR8t78iHgSk5jP3)_g1DBMu{&sxi5Pm{C5Puqa~~M|9&5BXrB2{vL5FElmIbS
zhE!{i{Nh>Miw{zH0@5ROnZ(n|;<83x(Zo)dQ46%{nWw<EOw=;2iXoV?tTZp5P2bpT
zh4H?Qj(6bG3d264Cn4YI58|yr^XU4@mGU~-X<?+1IV>4m17g-?ph=02EUdCV(p4|c
zn!Uc#V*`@3pv&Dca{z%X_08KVYSy1i80rplUOjDW7}ZgjF!R$&d9ig4G~(bkE;V#t
zAS&;|ix(9Uyn|9#?)Ir}k3h?G@1!Xe%&>fZ8TN9{^XVKyA-_^-<i<qY&F`mX&QgY+
zXlS_I^saCS%Dvy)zA9~5z4lmUUVf=K@U+xLsjM5l*E#<Mw~VeRYo(f{DpGyze1yfq
z%DdLlors(b1CTWY=xDfu4kWD$TMWy3YXP-iwmi46CN5c+$pjLJ80q8#R4u-~$wdXw
zWK2WK)9fg-DYzfWF2i(~JcKpKj`)+{r|M%vnI*BZB5x%_<Y-X1{BaKqDQtZB=vc>Q
z@w2Z&Fj$gKq>r6&W>_S`g*613eMsk=%xDCqb8N>8s&&y^=yFZz@~Omyu)cOL<96p|
zC0(PlpPEtzISYoRWGY<QfM-pRBI8C}cB8t9S++b^dm!9rdf{!Gj$U7126?jKW(3k<
z4e+ujqe<I?Hz+3OK0C?Cr~4fz1MVhCJT-g*8FQ-G>+Vqmw4z5kFHxeqC-!*(H#v$y
z*up_5&`dv<f1rNteqDu~*wj>$-Gq@a<la8lm38^)PK=p1q9UB~g86NdIq`NXVVJwF
zmCh+6E)){KZ{jdfCr*GO!lM^00*JQCMg|7v^ODLym4varTNf<+$SOHw=?Ovx2qMkv
zqUi-Ijiaop!iW_ZPUcy{70VtM`Hrs!geVB_-oF$LU56?<JM&NoV-sEZ*|iOl$J~!b
zei<a><wYMU-MwnhSx{)`O3Pa@YxGc~SSH*{J!^38uIX7zPN}n>P_PO`V-sb_Th&h;
zAz^jgmM=krOoC1I&Z&-vGAv%=&v`E7nX^dq2uX?B982tm&JS+-VI0D4Hy?#T9qW#a
z_g2a={$-P_gYiqg`}2zAf6k-;1gx4TIJ)$RO)wlqn5NMMA4Df-s&>DwPpN++60`mv
zOM(b6c-LXg6@uHB?=}Yei1;ivQ#hhVX)f?81;GAqAN%5JLZ=NHMyU1P(2(PEup6<x
z@`r##aPTQY|M6+FE5rzHtf*#?HspXeM~fS28TKykaC;{oI!!6-btpR_N@7x&%uKW0
z<av0V9t@MEYExI4v83R2EKg;AH+QG%#4QADbOz&E3$b-oD_TPi>>@ctkTd@Iy89YK
z&&VBu=*NDn;zC^iOq#Cl9%hh?so<Y@)$k-VBm(XF7|1{t&TExRxNr4*Y-g8~KZbr0
zFR(Dt|2&vp32xd4T)!S~8JmpJjW{FFaK$FNQXP@wj`nr{Z6{UKer%bz^3h0q+KzQs
zDwXN36voX!u}G@==TC95IJXR0JFX*)s#^7bENuU=Bwc=<VlY^o5|9Y@E_sW2<~h1x
zOJ@Ylw)nses&C19?MLCdS^&VXk_NS!JlN#qR75rrwbwV=mb0R5m4ms6y!dl#z+}nf
z7sm*bnC%=K#BLreJG4+SRZuz=e#>$SFm&P>Nw9aWgPM0+z(kQr?eZ!7uXw;n|80Z7
z`WkQhTp8BjkZHC-V+0{`@z`2NXu<F}^cdi)tvB-rHgb!DTDOf=pjz8f#4W}iWS(Sh
z8-(MkIws`)gtg0FX1n4CWOkgEw}y>eA7_nE|M~k%{_yId?;(Bq{?Cc~CrqON#p4yp
z%XjK+c$}S&uOfD2{KRVc8^C_(Zh1*-L$)_9N^YcQ-*O27Uo_xv&roo1R0GeLWKIo6
z=+oF?sY?1^-s&}77<yJA#KYtS?OYnif@;#BH?n2jvn;=D;O&6#cv&x;wz)DUM}m9M
zb+WH<Ups$6Mep3&9shFdM(qIQ{W_kSap(NNU9}e>mKO!2`_FZF9>R}>f_9ghzC$A8
zS2*!gP<h<^<?u=STf|h4!KFGlK6@&OcLMIzIpI*2vrqx=^I51Ut%>@Qp(2Y&D+D4%
zE&gNS(fO#8E&8%g@uPIFqO4-a&{TNN=k4<t1-{#K^t{j%GzqT0d$eQ?YL6mQeJv<6
z1aS)LW_1Qcm+W1K2_<&X%n(6e#_$7&Z)VhE4sRY?1f9><Ip@?p9(rPgSC1NzzlB3k
zQL8asYL3>r|B_n9799{(t#!Y#bsUp)b2sSbl$Ny_qCLh0x3)>tC^r>#Q28hKPo<kn
zr#CGZ6=1zlWUN)C!l8=)m$?qKE>}0H#qpy@SWE3!WxWaeNZ{y;LHnvYzL>j4%=XUH
zxmjSqh<vgc=F?bqhoW!he8-Z+7lFplymkmN9%WgP4@Pfh&7LNP(wj|4d{#(wwjD_{
zFE&5ou}prWe$-!wt@*NFmukGqt7Phub5kZ{_0DK`{o%V}-OOqwSDAS=^(?xy3+$=8
zR;e0u-9PNuYsWM1{>w3!Gt(#D<$%=u_O)cZJ9Zm6o!w@e`rF9hA!$wyA?T93=LN7&
zs7q6rcZ}??fo@KRqrG6jn`9{Ei&6B2>zONRGTIvX4afRH2_z$L_@mFAV5i;tGZRS!
z^}zrAvpeJcbA0{{U8c05V9_PmR>*@q9PaTLg<4cP=wqIg)rpQib)PY&bD`twVd=yo
zZ(AE}P*5X6^%cY;Zbe+SaeiZ;l~@h|Y5%p4XusWVcamAOtxG~ddr%eacb{P0SL_)2
z@{5Q1E<8@@t6%PDiw3xGUSC>XAvCRPa6TGyk$vV}dj(nBH0KMSn6yLkeIk<tM{c9o
ziU$>ov!<zVNDl@#IIvMvMR2OM3QQ9O@K5vp>t|Rvr4#!`r;)H0NJ}O60)S}d5%B&?
zLGoQO{<BNwh7#teB({6p#XFBoWwNeo#Cp8o@%z=Q>s0&f{0eX4bq6nX9wy3KhWF6p
zV#a%x)XlY5E3a(3uNTEMF*&(KOe+7kn;YefwsP}b#{{_m)mOJ2r1vNQNYOXPKsj=l
zYEkPX8Lq&8B4B`wsSXdZ?F9OCQ#UzX<P||dCU3(vw*!u$&t!2B&(+cVjvb%%2tggE
zb)g;vKU4n(jVxo{GhE4S8cQKn1aMuuH3dcTR~__8MicjK$;?9{9|)KldGX&l!Nny~
zh6eb%QgU(D0aM!qKgq2{YDj%^cv^~UptGIay4B^p&(WB9@R7vMv0MzDwg#CF%2uP8
zzOs8LI(rO0n(Lo>mx#{UDC=#WU*$L)^7lQ0dwahAE(G@zb?&2AQ|BLi=FG>?)JlSd
z!(txs!ELJXyKfN3C(VF}E*}j|3p)l#3)xK*Y>XwA6wvtDuBc6s5&7BEpos&y@9S|P
z9&9fYp|X-xHOp;owzrLt=G1jQE{F>04U%J9?lw(|V@Az?2PA;2x+QtGlr2_PL(b|$
z`n?6yDBy=Ar;4xd4N?!(URo;0TxL&waeO8E=Ch%)e@cHS7%wD$<G7&hc4bIcx~G#f
zeiLkqD}7Z{M>o#raIEL!3u})jCgjw;(XpLM>+aY$Q1PF+-u`EIyZG4h8T)o{b*p-n
zwlFfDO7FaOqC}#j#2!-wts2;;_d-z#rE1K*9lKyc68cDvv@R<|A`|=s2(3Vuz|i$4
z9$%Q*wBiyt_dgbqVs761`(qjg5HD14$!)6DmJbEtjm5dN&;m4Kcb1WId%FbRXQ`d~
z`|MWE{%V>TSkgoY1w1YY12(lX-!#_WuKjY^e)}u1^v{<OAO|um5As{yT`vUZnisZO
zRd3oz-xw_}uY#nGKP~eFo^xzerh~domp}W~1+9p{aZ4WF9VxV{L$~GU8yIIv`lOK9
z5y$TM6f2fm+dTVIdrx1?%GvkJ8C)F!ahaQe`TE!2pS|>u9VP#vb*Tcwmmy$Pm^G+k
zbnoAA+G+I=Rs*T%KFjdT^MgjAVpJd2y9q7Rzux^K4PH(X7K)yRZrJ#08u>!=85%Su
z6ea57eziQ2Iz3lYT~CD1hL>_o+sbp^KcoE?FHzB!YXIA@^XU}&B{QNU+Zs`^i8@Jc
zgVZr4X1;8`uJN=UitifWw)aq+&K+8)s!fi8e4P2!D%gp&WGRlxdwCyyCR*;_jV=*w
zVU@bH%H`19sT^DlpvG1jv{*o(%r~cGZiSY6toZCv4qB99LBNjI=$c8s+fox0$+rJk
z0^gM_fW9yI+8<j5H`(4DE;JfE@kW3{!^7Fa8CoU#?&Veh-!cH?Q`8`?*IubPWU_06
zf^;}9bbD_o(Y>KaF|pU&d17sF{);U~{%8|I`TV6FCvgYvw#T!*J{D>oO~?!FK`nQ4
z#e`*SW%t7<r(_5AdU|QbUvA?QsEyI7#NH(xGhT6V+8hbW&kgSP<vj^wACmJ_GP5$l
zIxxoFV%_$I&k$r;xh#8Y1bRsTf{wO&oJH+sxa^7i4m5fmv&P6G)VrWAP0ZC1@Ktl;
z28KiXe1I@$7KYio)6T+ZnM)KE9betC&UQ$9#o(&~Sj($G{$l|<(E*wy%>?X3sBh<p
z9EOsMlj9#E`N-v>4D9LVN`s&=4gO3PHjqQTwkVQMOF*L4*V@s@%htQuo=K0(n5us8
zM~G&B6!@&NN`}q7QdWUMA=hftQk#jV`3dr^OG(h*1z}R^8FhPI87opP69+`XXa#9D
zpNy*e>p_%5?>ba@d96+B1^@As-)qK$ZD7Cv3l0z&OzeSr%S$KQTJuxwTxo2RhErge
z9-U2UgQ{4VF(lP<@*1E{He-Da;Vgy!gOFd`s{q}7Be{t0*|}0#hM7IHevRmvh**Ik
zh`R@ykGkII8q{3Vl!N(vyWb<L{`4eiz$eaK>^;=5pYLXex-C%Y)=UEVu;8$4WlQ$i
zN8B^lLA;UAc(}CL-ACm_sNa!+2`)d|Nrh3j1x@ISN^KwKpv)EdmZs@l1RIuKlo*W{
z<yho%+KswCQ9S|BNDQAv-5S_KF&oYHNT+ppxjRa5Tz7wE?yt&9A}Zug0)9mDHl{0~
z&Gde_;MSpc@CL}Xv$l9TT;mToupB;Bzsqz(w)<$rCI@HB7y)5K2*A;43p>K22f_V&
zH+AA5<bBIl%Vo$qsmRES6U;nRS<!(ohkzDuI1^aGm%<^7^W|PT(A451tZGF-uuHlV
zbl!nF!SHvSQNCPuv=42oJl@c;yDqJMD#ElUB(n<0khIWQ#%`YpB`kIO`@7irZ~b~3
z5Ql}JZ*ILmc&=W0c;=kWwMUvX{_%RzqlLwG-I@O3AI_HWzjDo+g=Ge?UnwjTUr}67
zQv7?&^h#j<i@DyyGkwN)gY0r;d6e8VUZW9S&JTmyvyMB)sAnGRs^x0LfV@VoVVfD7
z6ga+lSqrH(G2&5DQg2>;y+zH&2@Y1c{j$NbzRKLPh;_FHEbbT_k*{_nw?8kRs}+XB
z`5{G`vgI}1Lw`H|QLg|eJ2lii#af85NSa-gwQ@~10RV(W-mL`OA;3F*;O({>2<D_;
zwtvXtxNRdGUsIxwwqbKCOIZP}-)6mWLrtP0ZoXamgTO~f1`|cHvo9c&!fvUx`&-_+
zX3_g7hx-+)L342tb_NFf#F@pWXnG?n;fTdVlz*8-lxhs#^%*rET0rEgqXBN8s+FF+
zpxuu&2;JfWDII;>dwYtfwj?WIK}y%qpW6qaM&3>?M9;|kv1@#qv8)Y}8ML%^V%IEq
zlWuIwx$s0cH7?zM{oxyuvxZH{e3CG3{e{5k0+u%HheQ7z=eQl}5V3qkeyS@EY-dM~
zMpSwu0wz^qfm8qBg?D_$ttwAvOrR5?C@snNrIZgb$EK}{0muDGWbB_rWF7WTj;v3N
zEP0aHmXt8`8u7((-V)bKuAUTw8&mCJH;!!0@9o6Xwgp#_^VD|Zf{DoP^2eP6@&_e-
zXj>;mJ%AhpaPz9%<f6j<;~wToU$uw#kFJGWQL0L@g!-A0!8*U7(YoD1M2s1B9oe7N
z>RcyKC=^A4f|v;M@hK;}6Ub<6(VIq`Mp$}7rMaCwx2<_BP&tC%Xg6#J?Uf@CCo(ho
z@ao^dwlgno)_lfFTE3KF>xnySYG?WAitO_smO{8&rx+t5+KSe!b@p~coctG=0{ijR
z0nZ6r*Z}LS3Dw`c98(|{bobUq;`hN0;EmHb1A!-2OM*?AZQdFK=ni6oJ#9LK2nQ@M
z+ZW&*;cCQ?GHFmb>`#`M94a_~&$-)<Rl15hW71^oT+MRv?N&tDerUt^_2y+_(PW#8
z`C>i)tr3ye<XXu1ygae34IMmK^LP%G&I%PWF8~j|e9Kfz$2R%<%%v7Cr?%G-r`6o*
zO2*q#{u;qGP>-mZarU^k0pS_k&+Yp>OPVFSYcn{WmlfUHEv;!C8r~qBSLmKsbD#^3
znBuVTe{bouC1PcIk~Ez@ZWrJEAjb=0ZTW*N`6`_dQmUJc3^eC-R~>%rq`$1GJx3V6
zXby1JBTu>sxru5y>H(Y1(O!BLyOr|GJ-5vZdue_X)Da;yv3ErdeOCgO(t<GYeJPOh
zrZ<Xk`ScO>?fk(dcB$TA`M|-Wo?Xt)|DotS!`Xb>IIOMGQgj%tQEJs_s9jW*+Ixi(
zq0~x9v_`aMRZ$eJEmp0NM5q<S>Y$3+iIEtsEri<J|IPdD`T88klic@pUBBx*18eBo
z;Xp2v&)F<!E$sz-cmQ20WmvGUQBH~{j<MPHf$J%z_|8(F<%-ha#4%|vOB+(n^yjXg
znxip`U1J$eu@|%FR_5INo}|!q;sp<O&YBn5Qo2i2y-^YyTq@qDGeF44WG6y5_=(<Z
zuZm|u;T5}4`INF8my3XwOaUt=qZ=RTLEOLFb|;TksgDBuRlv(3o-&Fswr@d9fK?(F
z2@58ZcMGG5b<M1ottgd^cT7UD1LZjURf@E|&CrSciNlt97Ju?6ub|c{Pasoqd-F4o
z?3lXsvIhA+4ffKyDd|ZtJq7?nnFF~lti7Qm@mx4Vy4~Qhhb)NBh<UE{oR>3J{;PYl
zIVSx2%qs~!oCJD8)51}K$>$pQgUgT~vmcQ0oK;+6;-I*o$J#=DsjoUEs1!9+IZE-L
zz;-pje=GZj)1<D{s2KAZ=GaqSqD4G@B4)z`UVz_gyjPQh)?d6bq5bLMUc7Woo7`(!
zFU#3u?*#GWMMPpNHH1*XX?w&bi-oCpryzNegS*5dL@+fr$IBtR>dADOQLr7O;pK;@
zgTQ&1Z--19cF2Yt*Q)GQxBJ6tbgBT~92D;$omlw>AFpUjNt>&(naVoKv>DdcPBS7!
zc^-r=q;ottY%gx|55QI7DS@nGz6F)|Bf*EAN~j-!t&Na$tC5{wfirYI9;l-64Vdwc
z4nqjD&-{`^ICFsK{X>$QCy2V5cRROXqEBP-KL$@P91qyi1qIJbeNrZQ6NbT%tV$Oo
z%LKhgV2h()C~5T(LF^*Rnpb8!8w!3IIN4oCYeva`a43)!9n}`dHVgdnD=uA6>hcXo
z8@5f=B=ATY)A)Ba+76{nMB~n0HjIK;|ABCw=xnHCba1@>EAAOhIl0QPb4VB6+SnZF
z`2xRNc5S-ibG@Nx&duJ>LTY3BTTxF!&xL#Tvw2olkteXbQi@zkTnT!^AVK3yqYT+E
z8Pr`<5F8B|DReip9sYbL{UdkyC;FQt3?!Vg4fI`h9YV@~!{Q<`p=7Wj$PNwhA$kQ8
zj5QX?QwmqeRd&$;-CjbTRW1l}F6|?CjoOQdxa1EG19Yvq=kTRLQ?KK&V#``I>&&pO
zGe%kpf@_cls~Z_qPms&B9SFomgWYtZws!k_%<4bpUYKgtVMD0eh!JI1Ij?RxBpswU
z)@&VQtkv2S{AI*4z1Ft34*oD+MFtC#iPkqNWMVcaKcYBr%Yn;i0Orb#o0h;|B?*o5
z!@GzB-`k(ACY;xge+y(J^N-8D>0+CG59I2u7q?p&9~lxH($hYF!=+)xK_{x=OM`Lj
z6ESg@w5HpYXEgbJRnRrtPLrUI=8`3@D)&YGa%G**KYY8;rAAdv1^v#su}=ovPm~~`
zvQ<Exg;AETor?UL;OZW@24V|}TyIq>Vf|Nv!+^1z^XPb%2dNmr7;LSzVrICUD66lF
zUFR+Ov&%-K)0@Q<GBSK5$}7ZpkluMf_u$F^oFuikhN7#{iqG=7EZNg`uO2&dB{%nT
zqo374$<D<QOK+@h9_eXaelDuaRCYe|=m?oMC_b~r-o}PUW~o~m?LYDTYHp#Ov+yp|
z_{0_bMY<{V#SpRm<kAYpSWIc<8#7EDW`vz;cm=|6W}Ukf>GlD>54pkIUa2bn8{wK$
z`*ClcI9Eau$37U=FKYTYr6(!$5EJbumEB`>b4l&#qce{DsgxJt3Ch~HlR)?DOFd5k
zjyft}Jh4KW>CSH~-ap7_OnQ8NUfr`H;YXoogM-8etAtl1MGK$furI|KqwFr;X7Ceh
z??7m*Vzfs|J7}$rJEHe>1WGoDNdjQA8@Q|3YGc#eN~)&<?QHM0S{y|sSf%7%GPiF#
zr|OP=9nzytL5>(X2K0Y!UB#9@zv2vl)9+U)wQeIjHf_a9rYg2SJgTuN6!-a}C;6X!
zOFJa#>sfy&8JPt!Qny{eO`D*SLpaWDF$-0l_XMX{d}nmcpk3W5jaZKe{*W$3GbKja
z)F&HA8eEbOXqXl0>$`&+>g8j4JEm-Esq3qTZ?`BjaYp-cUJCvUSp;0J2p+RK6-g?^
zSGJ|t)=L5!sc*DxgHIi0iERs(6Tk{ms<dJ}ehvPfn33{K=cyjAu8t-5s&Gel`Z6nj
z@Zg5b<L-uc+HE274Sc~5?Ki^Yl$+&LU%<K%DdB??T%((bRWB>H=9_Qe`5wKxZZbW2
zN!{v7M`KXT&2tY(X;V5@CLF*5!4ujdd){Jwl#!Q{D-@>gRWz8!6~wC{iI(AZli79-
zA)cEbl^L-!qmCk3ykFDFV3&<CRv>*$&0_As>jSg46UzxD!TTGbeVCfcOzY-n7;NJN
zefem56J!dlcXURF<Etzj#$sdwDxx3Jj8o*#Yg=I>zK#9ROFf9I7%Q`L+7&2@(yvD)
zNQ@*qtY9!RM0RH__GW)P7-a0z;AU?CM;hg&lp7fCuhaKVFZ??m<TW=~5s-`+Eg#K1
zH4i$!fnKKVvS1p9Ru-k9)Yb7365UGON_0R!b<G$hYbbKz3}1@2gYMqr_7@M4oA{TI
zSBPhVCG9@Q8vVK;qNMnvKHWj5M{&loFus!7Q#JACJtAlR*HeJ;eZ-80>I!5<>XUHm
zEwQwmbiK=cO94GstceRFHFwAgF5V@h-e0s~O1y{)2RVh*Khs$1YMkEci>14g;mmd6
zk@NM3Q=VAq<+@YY-}nT9_`&qH&M_+|Y91D&+hsvnS+TVA_xp3prHnd7KR(M#uf__@
z(|fUs5>35*G|+EjcY#2{SeV}+JxH^Nd<il&gj7>}XhnsJRW{b8V|I@T(RVVZjKch7
zq{C%2uZ8a74&IH`5oWRGN+@0Syw4+P87Md${3D<aI0kzEIuKjfkjWohw03A^tw%n8
z{&9-ij{d*@80LS*wEN}nVwDDD1E$V4ft8g3_~0pP)Ur&naIdc07beq|DYPJ44K{WE
zaT#Rzd>#z4YL#<`Ypu8#VR}C7v*W#jM=fIS0cDr$aEavBj8Kj|uIt4yIt;+`0=ide
z7Z~r03tL}e*HHHdKgw>_^<5sTRXq-8cI9^HNT1lEel;q(M_ZMdQEI<hyl|Ug;K4Po
zQ;$B-FIMZgOoR2uTn5D;l}{1Op>HEHT53r9r_6`_m}Ur@B%KhJ$#;gj$A{}D=>`Sx
zJyD5)T|^Z`j2s3@*mfJcv#?$SJNYcx&7SK6tN&(q^@2&4?TB&FqdG9dQiu#NfT!oU
zXUMAxTPOA9QO>Cb!^<wo+%S6V^S!pspxAWE>~?z+M;v|CEg?(IQ_F9_Vi@9WzQaC+
zpx-FiG;IE3_-!-oi&%sVHYeh%75jz<9UuviQds)Cw&2{SJHs;~GMQ?}Q~h)FjAmuc
z5~2#*G>N^vB10M*vrz@w*(^Oax{yp%o5QXcm|LY;eG-Y+$hYUH9Le8o=Q8@6n69O-
zyyo-n-Mh$HgN4887V6B5rdU4~h^Wr5N$S-ONu3UHhVz>%at*x^&m~pHV~cC`bL0sX
z`?MnE!T<_4tqG>wlKCM@xA=L8wi0krj9+|Zq;pa&1wIroDe+mf`HgCt61NC^`fNLO
zj+uNZH~ap>b2J+Hve17FFRtqN*y_g}Cw}Yx@YB^*RFC7?N3HA|=kGIrx~~(pw=U|L
zlvveEe*fo6_j<_t2ger_)N^0|$xYGER=?f-NnrcU<FBW$VudevkwtHuzkBUyDb(zN
zLTdF4BU?XWFLmj+Ig2&(naXx5*?=$npHL7bmUh4R%e8Aagd*qnQnNN50=|gLUAuYh
zkqRTnO-3{3bIdnYZ|&b4f2KDmtf%iIX+mSnYmcQZHBzu%r~cm<vd9sp1F-7j{O_)>
zVmt@JeyPJlJiip+k9E`{tiLc`Xj3`<@CK3E#4q(A@X%kdx!-GVBkn@u`!!{OH++WI
zuly4X-59?T`O)(yLe%7O$BW`u?+ae;72JK0`!#9M^*;umpFzKGo=K{on`3ade!L|v
zA9VlHTIlJvMr*#oUR;4DymBb+(c+a&hL2{-jAqBzuXwIMzaaGKM`Yg5S+f^+e+xw3
z%zd`xF8M2pFKf-uJnL#iN59C$RP_%x<JLv)Qo=f}9bNnW;6|I)xK5n<agfmE_uH)M
zf9S~ojUu5dzE=@9zNc-+UH2F2dUb)>Wn=NxG9vyzhDZW^fCJ3oIIBTFSW3>~yEHlQ
zR@h7-u`6_QaEgmQJ`Bh_!*UA>9#cy;lPR|!*gXptJUjH|*y9sC+^k~vj-uyrkzZet
zcn&G8<QhhXppBWP)Q7I8NleT>i{e*4%%3%lZ>D+2oguxieAFyei#h~*%X_x`y7A`W
z%{lH(zPCF3KPiHnAK1D!ugw=^Iqw+nUG$@oj+Yw$W1x%(4$DYE`9VhP%BA>O(NZsa
z?G*hNB_Flk>b$*l^KQef1v(grS0)B-$isx#6&1z_8J=nWK>)8hp0f~YdZ2b>UVXtU
zcdl(NEN-2nMOa5CDoTBSKe8b)X)5v&=Eu_7b}tQgtmgc*Mt-E~9WCBFLG^bB!0?Vh
ztKN4lfp0g(mL5BL5%Td>+f2-7Ip3uQ#WcqYOxMc4!8xt&M?Uz<_i{8Nlh1+tl6mDN
zi<NEqg+?m_N%0_-ex`9%T27V<uS^Eq@bD<$&jSu!E5`CqV*>2?<@sMYwO{-Zer5GV
zj2;~T!SBFucS}vtQram7XTvt4zLV$Tq8hHIW}RM|ED-pxA?nrz>*8C^160@xZur^+
ztZ9}v%6rynr!n|MZ0H^7oi=`x<vl;A$4#r({`0jPem%Y}@;uAk(y4xnV1gb<^{>%a
z#y^kc<_4l}%=kwN@#}E9GHLvoyRX;r``Kf%Tt4q0J_8iU0_!M`#@A&KqxCwa&KU~p
z82Pt+VtyB4`1|?m?5q!`500PZeNQ|6_bmH1yF$~ipTi7U`|su`0x=>T;jP<pON{#p
zlLINwn{JN_6f<V=^CeAB3A=e-zZ*{JFmJL6p?BGxUcW5k3$NZkW&Feb^&Eq5KIhyu
zq1SOgUskJr$o(`ICI47RPhRfm?PY<;akgam`Il?Y{gfYwbiZYKHV1389uVYE3oADA
zyeaqL`Rkh(Hd?~I$#q!C#pP{X>55aG{18Nb7Io#V*@PT^C~4`?Ow)_WRYh~^TGGUg
zwsBet`m@e~=rdP&g{JXer*rFD8uMB5D%)-TO(G&+<-XtAyQc6(C^xSE;f=jxp`Z@E
zAFr8RnM_ivyN}QDOPXuoZw~luM753F9#QxjVz_qh?*6xd>W*JoKOfj{?5Xdoj+<Rh
z{qX7TTg1$*<0ZTXet@ECmDNB0EPuSiB<L>l0qU;mH_^yPL4uoRt}iYfzhVDV((xj0
zOJ|=EwwL0{5Ty}$i|@LYt=^@6y28a|{VuF^{#&+HL0H^BWp$JH`>754n=AeLp-=r~
zKPs!Ea)*e#MoW<9DN<;7ffWT_kM;Poz$SJf0p&LlQrq}WDnBMmlGQp2_vN#-sNntn
zF0Ts|yj#R&CZXK3tUp<)LU0u(720(sp<7qY%_t!E!r3MJ+iEWH*RQ0hvLpJ9+p_XR
ze8oc<-bB8K83_s9u?J>{f}0=aYcJJ!&co1qzZ&81N*ul>6baGfbbHjlTc>s3%ZjtP
z)8m?T|G_VY*fv$A{*W$>M{=*ND-QFg^IU#P!tu%w+)hGqt#!RVDi8+FE+X|1X4~zy
zo8R)Yt6R;cZ6`8)wR=4Gnf{%K_dMbaEW~nZK9Z_So_7g<Q_k@pgK<T8LwD*aL@<MQ
z!+L0-h=;Vp_3|r&fzW*aP~!HDwM*-UxrjfhsspR!yDj|5i!bFbk1422K|}(`K^HD-
zKCi96@j<sv8X-``QpzXV5^0e0CO8>;{<Hy$J?(EZu(-c*DbBlm&DX>p``nGseWJ7r
z680dE!q;5AQ+j;&Wdei=zK(TxG+`MeSIl@!E=$^F_~aS);E!~)Nw$`J8oS211=(+1
z9euXxwcE^@p<ll&Ba~oC6R(POned~$e*5-5RW3^S&8Ilc=P#3rdjIZCApX=fP%lJt
zu|Hff#ns2;ETK{x{XOZ4BTG=vx|f4>X!v1BGt_hCTB#CDBopriZY0{+JeUCDmSLZh
zvzE1%sTLPLhoVokRqcwJTnYoijt#e&igrr^V)93P)ggr=_1r!6<1m}iy0+fk;FP!M
zx`$IzcC3ZchEj$sZ-KaQ&L;a_j(B$W(8sHA7YH?{^!l!@a!IWN*DHbp&@7O&Zx4oE
zG+G1ha6BX+$|2)+rshTIl17ik3@y6&ChbIBe6w4ND4j6IZ$i*-^8x<CMyguJ|1r3W
z=Xf&vS<6_$7tY<lVBGKcsS5rJtP@2%uj#Ee*Y9N>ih{)V&{*bz<@foy2K)!GUOx>$
z_&-iE0!Dg;oP{Dp(GS*JTudgDn3~U*BQG%g(U9wpNED0>Gw!+l9MY$X!^rZSniuYx
z71Wb|rjzR8Rai+G_zBZh;N-o4j6JK7dc#0C@AtGFuJZ=xoOJ0f2krm695PScE2@qN
z<1i!vYic>Pg2XD_bdbD<H!iMMVkOwiN?E00d#<M8DTd45en83cgQ)|b!AT5mVPvvw
z#Mc2*f0J0@R8D%`40eD}{3_xbY=Sch^tu-@r5hN`MK|e`k3_K8G6Ro42K~qIekK-h
zBfw*-SG^RT-83d^1Ej|fn7)LQJGINp(YJABO%_d%UCGIkq7ukgFo;o+dqTi%6CND}
z9q?ERtXavv)Sx07Z}!n)F^qTUA6G*9O@dGM$H#o)E^8*Pks;6X6wXCj%t$bqhttm6
z`VJRfiZJfwrZg8J?7W*}KRvJU4yR@}{KoybJ~|tl{vs`5+elT2b)Ie)4NhU36!#0x
zIwHiX6g-j$7m!qy{@v@5G(@uNrRCE~mwngloJcw}u)@aVI-ZJjKq7h7!)_UC3ibYp
zN968MQ;dvUjCLNqIrzR<b}!&|-tfTivQ%?;X6>LoeGk*v^zTs&Zm&lV4Y?H<Fh*5|
zPM5iqlvG$Ud>)rF`cu)rVBS$`u6ib;>Ki_)e9Uzo={o0uLd2(T9Rt)eR+&Cy@Ej?P
zK*y-~;HF)<RU2DLQX5U4a-DpmtLD)oDS(n78-cVMl_pJ)sx_4QMPKzqA4XFtyinj1
zp$8wab^~H0YX(*gh~2J#rwMV()Onoy;vwu#pi#FNcaRl^z}|@++Zan!TPd=2Wskmo
zBkWtG#~;^uoj2eSUedF*mHE!56_FK@Wm>&GTax`=ZF3V{w3ud<-wL=02UU+b+~a>_
z3sca&w$-oUq@*C1q9zUhh|T(nF{GNmfqM)>Y0vv96ikt~6?o>$7_-z(mj(g&oP9af
zJJXZSVm!XrV72N)=o%aBF1fK}6Mi>|oEfyh3$ZhR_dExyBX(Fd?>m5wEI?!S^wbzg
zj5v9EbqBrzchNa4PIJEakg}v4*RXo3;6J!W;UcXj*zQpITB#`nv~3SH2WFJgS!*_x
z^CUvW;24JPc^AmkQ^=6?aQ}CbGnF0a?Y;Mg#PngNZjSidPHOTv-NyKkz+#-IP*+9h
zRH#&35P&JXsmv>VTf_Or?PXA617NB7ssBseX|}Nl_9-2HGK|8Ioz2^sF>MhWKtI35
zspU_yg}gM7vpVm-3Nckkt&o$3>2R4R2DmJ6^VO832H)4*HFE0iDd|_uUcUCOHZ85U
zznQ9?_oOA&Z7Se8;&si1@~w)s_gN|_RUwd>sN@f(Vx>Jh4N5DDq{d-&@afHwlb$hz
zo#E?Ro9&3Z@LFs8Gk4N;e)E2Yxe+2Yb~Iq-+tR~;rF(~@(6P{QqKblXxgwa{2`u-{
zZiY(jPExCQ{aRzOJZ4j2!=Eejf6uXm;;AX=Vp1BS`VGmm&ON@}Wk<JuI}e<hmkk{X
z$Q{~O?uaOrS%;4G9R1TeX&~;@uAD#rYDDuwJKMv8B@V!@3~o_5C&<#VyuK5jU*xWG
zs^#U8ACvN<tWpS#6&M~b<3|*&?KDy+j~t91uNboYJnsSFv)T=;&$?KAvsEzw%JNme
zOF09<K}4`0E7>?&JuT1UhH}~IUr*YMWl1Kn)p%d;2*GQ-)j7IF6HBMO_$J~%Wp!^a
z+0St}!{<IF(M6AM^j3W$vya&+b8TX}CugLMtXuZuwRnNTg08zA4HBx~dc%}Tn*7VB
zh<3aHU)^$SuCl-rFAwC~lyBvL1<Bw;A3Uy0pqx+*s3CW=rDM)(sWwPOaD)R_&7OLJ
zT_Q-i-&}XGJK_1ns(MJ($On)le;XMMkBmXDDw4vC6XmBI_%wju^h<Si7DRpt^0pKY
zJ<ML5sx|du^~d*e4Ll($vET+Ay(?q#37Fk-Sp8*PV1E&&w(uuSalN#@ZAr^sfhF?e
zazt_^!V4haGQ{0%F1w0DLi@B_>qfy9nO*S2L6GE-p<ZTQF>y!H_ra99X~QT+h%>F^
zqq(IDC#`#MVz(ya*Zlk~ML!xuH!a(*?=lzYp=4~W<FYdMSIJ7pTcXC14CgMOBd`7B
zhduEu*v%j}514uzQS!4AVw3Cam8xCKL;;AJ7x6`wFTOEvm84%qd_C@N4ld6vlk1VF
z?=~{kMb)d*H{ArUDeZ^2-`z<JtsEtcnAIEF1GkuHrh3@*lvnLQbF+i8mq+?j0XTvu
z$hd@INT=k8xxiU~G`Y4=x|;EOYba6LJlt=Pa9mXHpV_4b;ECrOfhiaTOyx<k69?~K
z2CWC69<vBt1O4L)FC}T-2=29pc2dR=L<i%i&h(+CJD#h2os2bilp^WHj<&_xcIpn+
z#EgQCbqy~*me^cr?`Yq0-j^8i--;OK*w-oC2@Vs?Q*K}GFH<VjxnW5kKr0-2+4Q=*
zG<6%!t*G2(L=gd(R4FFzGRkX3SEd*5)s8Me2^!5?{GZ;7>h%x9cd*iJgsck^KB)np
zEm2<p8bwMwx)k^z;x*ottS+09*J>zI6Me5yQp|nM=^d<vz&bU|KAI5|B*uUhcb(R#
zez$@*XWheQySfQpY{_0=FFgnva!9t^T6zLaIGrvAhI{%Gd0l&htLPNMhTcGFVbp@Y
z&8i`tLTI>BS}G*Qcr`da?e*qBlCvG?Otzl;{d{^f!MIi6*u-|30*EB=GL^%BuSm0(
zM$Ge-gSd}$2FFk}Ut(>i6r7@>wIl@iVNTX3QYQ{$^mjL>3Y_c1z<5ygfTCmzhc(6A
zuCd^-F^Q^sMfI7t8^&?$WO6XN?Bg~XY$)2Op)0BLGkzXVuR8rW;*Isn7pKU0G)(}l
z6qfmPT8h8Xc{M!rY1NVGQ98le@?|3ux=*?DHCFH*o|8{*SomB~9~@lbC`Xsbw7y7e
zwDE?Ddsc>lXZt(nxV=^6i;(Y3Xr|oSN(?vBt*^$22YF8qi{CU}s~U3l$gKP+h8O(`
z$7L&JQAA4q6zLhUy_35mBZ-&S@n8qtTe%fbxsaKu`hLpR@Bvsw{Vh7kT-DcEkPwj>
zRIm@iG}1-Q_;haXIb3mi`ej7M)+}J91Xn(s*!=2AVA4Y*kcVF<Gs@e7HL69E&Rg30
zp}ST4f8J8#Ft6Uu|9MN571ikai<KP<?zmG`6k2ks3^<I+ZUE_;UJUUp{Qe|<<y|@h
zwC&y*K$YirxGuGiwXps<Io1-&yfcnM@%ma(9LnGmn0xz}1_4Z~J&m|x1;JG+UMG(_
z$^?{L4UTC$@H!A!Xn&xpi8@Ti1}ZleHd0k&zhM9xV3(3Yl*drH3_>|Ry4QRPBk-~l
zWV_uyiog8y(i<^bW@G(_6Cq#QKO5H8O;1VG8@4vXus4J5>LShgRIQYLZpG3<RL}x}
z>=&>4SO`VFVL<3S3>&z-;(y6kpRE|TqBhIy#vy*&kfsiW$&7BY&5KWI8SCH)Mc<Tv
z1(#KPeW<5_5q}z+Zeb@ma^o^U@LIw`SBLD+WKqSyWE%?n2=tWb*PIbFrHk@K1W7`q
z0%h;R@jb|l%H6=rHKo1oY<n?<OVZNl@+ebIo3X+Av8P>LXR_`8!XNRs@t)mMMQ`3R
z?1u-~RTmz<4k3+VS=W~nQn2t3a?Y=6Ek*+%tSmVV&Az&9$Uk`RF`G^=Oq=|IF{^I0
zpvq)-wZ^}O&3hOapG{7yvt&IYfkbdEvl_7;6GpYgCw;4+o!`_ql34M!_dqZ5qRWh)
zdZ1BhBkwOc3|2;O*KQIIhL-jvl!8QGM|sZoB4r&`H1vx%;_Fs4Y&$1x^Rx#(v)#xH
z3kj(QIoDYw_tNM;5y@QBTh_@Bc1Z-|QUL9=DV)_bC#J6~U95aq?rn;m-%9gc+405~
zLsV~xDcgj|q>|TTCfDzJxb>qisWIdhWaod9AL|>!w-)xASG!zzfekjTZz>YbOV^Y0
zxAcp;B|OC}h5BoUv*d<flX_>P^*xdj_rf)c;QMd*#L!nWmZ@^__Lq?pbi=mt!f)yD
z>^kDfS!Iw>lUKvIH(ZGeK$+zAwzeXij%Lt6CS_RI?q$?#0t*Uh1%aaBT<vi|vzDNP
z57d5J?~ryWbQ2_Ep^piTZ|n_D$2prKN?O6NUE2;Dz?6E~@)RBEQ#56?8j(7pWNmkt
zZv875IcKT`-A_K_u={aWxJ|6StRt{&_C^L$FpF3Ihx@`HzP(~ivWgp2-#6uV+)u6~
zrLj*)+zxA264S5_1b&#xbzl7CS>~5gbTsEpmzO&K-KI-2IULCch?<i}TfJI-qn+ge
zXRVFENku?P7ivY8$0%eJiG#70*H}|%ifiN4s)mbJ^*SUjjSE4XHOr<-fa{X2A+8<D
zQ}l^cX1i%z3sYkZ_}6{GV<Gk^IoA_V^8V+uBKPwT88K;WZ6Yl%M#5TNO$ujXu&ZyD
z4Wy5@^4?dig;VOeHNJd|XpALAhyQrOw0N-UtV42+&HNhn<1exxt3fb&T5nP{ze`$o
z!8SPYR#~bawiRm(qG3E5tw*XcP-?jCgvoXw`xIM0a&`f>l~S2cds$V9K8QZx3z;**
z=BlBp{(yOco!}Zpz9f|%@Xh{D9!+X&tGJ4(6?;#+JBUS}L~w46Bmivy<FO4mlAHvt
zJ^i?ZtrWZ@n8>BnmKB=ZQQu`s*;x&8;Ii_^Ed?xp0j_``uTeM>?`C{JCDwEhL<{m3
z({18WD}J0H@H3K%3O8{Tj2i3om3+i@b|2F;FaXoF_8Ru_TLnJlM;DHyBfqyTgyGs&
z5=a1gU4ac7t(=x3JuBDV*wFzPg%R%Nfr}RW9eixx-ROl6kXeTI@3E7naD4oT7hV$7
zMQAn!`S@$!q>G!NRH0ksv#VM{aCi2>uj+q3-b^zA9km2}{Jiq6yVVrwRPi1s{3+>E
z=8f`Z_|)^8{aTOjmt@`jq<=2gO(7yFxV^K=a4Xi_@+8oDihAfeAZJ60rWwCn0G?$#
z4AGQ3fl5*`4_gVgECWtIu?ZPzfTMy;&fr$U1rq{HZ~Q3afd5425n~<mx1b+YvQ3!-
zl}3>1=Ssi&*u1bsRbv^(t?qA6wMxBqT6<DforA*jD}OF971xb5Vw{TM4RlcJyb+Re
z9gwNEE_0^R9@qZ8p{qbh)!AiU<CHvQifU>%jA*6ElJ!nK+K0&iq`ED6$llPui9%Zo
zcMimmZ2D}htcxma)StQckaPUXadl(h?tcaUF+}bEo7>d-SK7VtzPPXdB_w{zyBDW~
zRRR<x)f$8rE3G?VDv>GiBy;-`nGG!<xaRG|i*PDM8jQlv?jo~!2qEsV+)X#$rcd<M
zRSwVDO{|PG-M#byhJ)Pu)<g%3@ZhcP{KrsHImj<$>A%V#9H<l37&a1@X!hs5B>%Xe
z(7gr$11`n!AK8pV<LawwKV6s2ibKoNRkrR<%aW8Cbzc2=cHkB<$GXYBcvpI-Ou3u~
zzBr?LIOgoS7!7D!L38;xX!?_ms(C^Zkuw$q5?^UN64TZipObRa1saT`AwIhS?S_w5
z=f?gilOoO)u=7lZP-os72|Od={}$txhXZn(f$tqF$C?vHK~Yy6dB=`EHSpHaF-PWu
zlim<OZ$*P<uzg`M8dX}{=)awwJ0ckSA46B-oc;2tT*MeGRKs5%8LT%^7N{{@tLx;O
zhJS)NjBwa1^XoLU-9?p?ryK2T$qpWvr1*-2u<>c!y-Bb2yz>X6Cjq+=UFJecckeXi
z{W~r5A@X>q$87i#ZNc7POOR)I&9ub2yJ4YOL0zp)1IeJ*snmG=KE?2L$q-9CiXLOH
zm&zahzF2eiUIvqKO$3+hbJGfM5OkUAC{oz{(m~<9kNNz(xuq_RR^{$2$qOuEtUZO&
ztM|fm*4b`f(w#SWI$Yux6&1YP$b4=!`kLEi79q+-skad<J3N1L4(7Iu|ET|cqPrz%
z=~tVr_QQ%SL*8oJ4Hy{><DIIH$Z>)ri_N*6%87d{)LolN*<EhqbnqZ)jDo}el!m0!
zfk%kkk_GdJs$D%B9|k(YW08pv9L%!UDRA3AZ4XOt^#oy*m5g9YfE55M81A|XgU%U0
zMh3Hpo>`lufgu0@z7H(}#_hm}r2U|OEC)shst0KYVT%I$c@N7Mei8^Pw_lD~I>7nA
z4%=cAzsKk2n0n=Ovb9oBpP_%BH4OoQPBPu)U#tfUyCi8lKhI=r%*Y=H6e4a-gT}*o
z+pp$HLJxcggZ<Mp5+#ccJp%`ocoobYaESdt-J0#dqFSo*B>bZTMrJMC^7)e>1~TZd
zhtV-jQvrd;o!Cw~4H$c?RNUiy*vp5Wlg>>><^5)^HN$pYSrEu;w)r4kdof>XA|S(5
zSR(t{4RNL`xx_@15%LD8!Sp+vu?EfM?!;*&oPbGa5Es69QX~d^E?#K<=Id3R&uZ`Y
zn&-U#*&SS`579-J2GkTe?nzCJ+TON<ntGQ>Z?trc{zb6nwRI#K!d=sYV2;gTcY#~=
zz!6?%N!{6_sUFnm$Zn8YjwJqH^Ph-K*^?)#BEKkhKlZ<?NN0^AV3HV_ApJ@Q?+o4<
zFg3Qnn$T=JmA`3RDq{fIi{6{1!qVd#ikeuOtjL)*Tm1Mh8rN_Y?FU-9Ux&yw-4*3c
zaW4jWN4qL{%5hkIVO&5uIe4xN4bSX_t}L^$m*FW`m@qP?w~Ts2kFqN}6)+`mo=UCP
z#r1BSaX5Dr+zG$68`OC*qC-<|$2MwYjL!}L1r*z^@`VYA^{oncG}eK0>Q|_QLTGy%
zvJZ%wI_Z`I2Z|}MV}_AP9$8t-ry@BTF10ym?-a9Xiu%Dy)-C00i82uB7921DbKisO
z-3lw}r>Rmwvq*r2s+rDY8pC&UtX?uH5fM1*t{9M~FQ6DFv2KIwFGqC)`~5k23{-5u
zFLmYP9+z5__A>_|C%-RpXu=C_hoTPN9~2BJ&2R*d*=|RqlQD<>RYMKyb`%(qpb3Of
z#HdH{>QRs;D*;VYFKaszVZn4UXMv?k2Ix2$j;USM-@JBkc5r9W?(2Ssv&3uPfio+c
zZP)fxa!Q{$^fOUeTm~7_>HtS2p+?|{^le}OVr%t}sCJg$r!E<;%3AFoyH_^pRqLgw
z*$aQSXGNSsHK^vX>(J%ft_}g6?b!(F1@2f9BH>gZ1%)cs6;CG)k4sX0eoM8X1_ED`
zk2JJisz^EaVA$H;ehT2)CpgDCpWJqG3w^xxBwh2W@_OjR8d5!re8bEeLs5diZ4^Fz
zUQDD*ohkR~=8hsuCba=1q8%ft!511|7~3NW#h|Z~W{Zj6x!rafYC+Qnh$YX(_so`?
zFMMXf&2X#lz2|X!EKvOip;PT>U17}Q!fQf8bBq=QME<A<51WWnt7`GL>oODKv~kRz
zq6FrUmAw0$oM6Ui?hXr-oB=}$GE4P9@ZZphGJNL!Ss8sja^z$Jztz9dO9cZ00x>j6
zYm6X)yip%y>s?UjqB5nT9Scj_%Pe3cO{3E-tsq{56Yy&4F<5i<$-xV%=8qs7zcOQL
zk{7utx_tK(`5!}QSdLz9c*khIQ$Zuh!6$gbsfulqw-VKC(QGycbswePY?ME~Qi#!q
zZdXNaB;)K3%>0vQz0Fo|cfA+;zW)uijf5}LW*5qEEQGCEYv?Kfu)UQjDNQLaZW(rh
zPk+Ldf%^yJ(^%XKvZ~x^AqOANM3JeR0>s=J68T5^UO3qKb)YAaJCHb04=~-u9;;BX
zpl{~Znr?LszNW3sy3#i2GL8rJ&2#`zRWPy7lBUB+_Rm9o3g~xNc5J$Cf9Gn$n=)Mx
zJ&O*{lXnyn&wJn&^XnYT`3H|pxWY{#&yC;4r9V!Pi)*|?eLO>oc@QJ@Ra~X6XU#3}
z>N!TOhcSN*)ayss&Cc%RRxY;7$nwfGm{B{y5XH<L#NQ|XF{DP3Y`FFU9R$(k<-iv&
z>jE2B#cL81-X3N2R*lrnq1_!N=l8!&#r)k=s;twO+c^#E%2e*t2qu#4X9_TNMKpcu
zazKFX#b)d0<t4#+9hM|VjbKq5`3pN{F}-Vw{C4AAf9(Gi|10=C5D5ouD`e-^EF{i3
zO<@BUYBtfb1grk3#Wp16cb+Mv<TD+yEbiT|%Bh^ES~dl(9N0=zEXM?o&oNcoWlD#B
z+60#X2r9FgIb_+)QNFMQ^M>FNM1n^~HF+F-zRlNkMg6-3VDFRJsw8U*fJ>2B_xn^f
zO~E9MgWAQZ(fHJ-l1A3K7}I@XeXD-vXQTX<=WdMrRX^d*plWK70OlM;W^L_jhe;Q7
zzR5yebO5|rO9xFe9lMh?-fa7f?gUbJY7XNrt88BC)VZz}4p6~mYkKTS{>rN!K@|B6
zP}hf<5<bP0Fs8|wZ$mc6{`GdZnfi^HK+iyshJdM_X0YW7`DcG2QH9R2kyhL*Y)Tiy
z?v7GHAfR&0xxn<|(}PlN&a56q6-~`+ZJx`NFnz$In}MEkK6Y+7Vzu^OkDmDZJ{A7^
zG{@at8;zE62(FoP4PVa*yckHb!C9eqMl6Y=$cR+;&bwuTTr(H=e=V^`qftb%dJaLD
z<N@i$Y4lfVQAJlmbOY6h85<4C-phdHQ0oy*dtWiiRBN4z{b(8SrZpG%_X&SsyXYBb
z+od|$yN6?aPL58yfS6)yu^4Q<0AZ3=ip3W<O+}xFkuj(#5WLhlQ-X)r*3RVPNP1eY
zM0rq|kO1b}+0wr#Wm4X*e{DV@`MDojVnOfT?a$aZ0s3h1`F>V%EtI&-QjCf7Wf0c}
zZVcZTX0h!h1BOC^#Y*qg<cR-E!VA0o^+8>EHrGFUTg|}EUy{SS!EY#~8?)eS2mBNi
zG+kL$u~AVz_TBUQ=tqJV#|HuC;wBub68Y%xSu0gN>^}yRRb!xT(yB*GLvi4F8ZjtA
zcLfPWvV3|8W=&ME?S<##`62Rno67o77)1h3uk#3RDMq9lW8~Gv$dVC&@nuYK)2V;i
zaE62dB5$Aj^t$)QUQXY_ePS4|AJ|I&Hrt6~pi|0X)$Ef24M>TSZh@5-%|CpIiG<zR
z7NeMk;iL2+iNd>J5!i@Dd_8%pnh271f;BacQJ~n1z+g<fJa%10EaIO>AS&f7%D;bM
zQ{zeCureV;rW&Y`paUGIw2WB|k4&xrl(_8pNHAjuXw5%9yd#wAlTaQ^TwPJL*{ur2
zg4j<!MXDXElidei0ANPQ$%IUA*!AmHx+=0FX1PB`V_r=fd0Z69=FE}_O8ojY>uL{Y
z`_p&TKF>!4V!BRmD@Rvf&MT-51%Kh5w>Qpv-8mQtyVy;qz$dd*NFiDx=if436OGb!
z)QmA1$gs#kXT|g4WyN1d^qu+^JD`RgsFfq76&PPL6)k7FLPg_xqQ*s$O3UFP%8D}z
zEFC~H5#5zD=t-$7y;34t_|W;Fc(i-odG^}pnMEKu4U%`k1q(%?elG-Wr64o*T}XH?
zo6tO^2Z6vkI}8C6WYNbWMS<qkY#Rs40H&u;H2t?twtCGb187GRp%uXxI=t*vN%(Ld
zYahJ~rg)Le4l1gOt&I#DqDz1N_#DduJSSh3RnVcCQ^&u1P(~U{xXAXc)E){CzSAT1
zjtiJmU+VzvA&@;%#+@-4(8``-AAA|;MU63s+BaAyr0<P(k2#Hd<@p_fW`;#drdv>A
zimuXEu@TeH74)+uO)j?_$YT;~DYBlmI4$(YNZoIT;FF``$*ni+3hxwE{^32X4C~`!
zlV90MRVooGOORi<>+?Y({nETfejo5x0%{2?Ck0WJ$o>AP{GjE4Fs~wi$c7CNe@7aC
z0`$uZMl_|3Pj8Zxf36_$&>W?8T$j`a!rNWmCf?gS@m*bmaePqWIW3*!TU!@WCu^F>
zvb?dmL~?6{B1vdiIZV#K9^~{=810H*3Z#3s*P`Vy2uocb41BV$Kk=xGzp8AdMCo=F
zkvHP+#eB;xd|$7O7MRvDZI(Hl$?mmnZ13Hw8{mqy!F1dvAp{h98ytc06rVC8&<L8p
z`?4H|LA&-DEpTB5`#{|x%w=Up=PgDcM%T|jW_W+$JOdxYeFkCCOBXZ?n?=WoKBkom
z@wD|U6o<QA@RfyW1&Cr(6mf{>b~RJANndKoILam`hvatgj*TPg4aTBUbSG)2r7i4^
z>|)SD7niqw-w(<%8E~FkAmFbl_qUUg#q~G=b;%dywdr8fmKVVM2j|n;Dx9r!er2((
z!ZhfN%A|#Dx{-OzkWAZO4P))mZFiWKk^;9m0<E@xVoGfg6ot0J5|F7(N>V9VMaltG
z*MqP5kD<rfJIN{3i%KxH!in`y1E&K5JAp(Z&9UwjvjX-;nd&~NxMK&EiY7fmDvH+q
z$FNujOo!Q6qkXIOdJP~;^<i9W#tBA{tiZ946q0~q9}cca5-|hX*a(_PLf{#BnNs{O
zw0T|9TV_)zP>WU1zvxY$F3Hy)eH`|>pOb>E&U(3<$+C4mn$`wCD(m`g7dF_b8{00h
z^$*!VQf-gWnC!~Bc1v@Mu5wGOPAs%7X)ksN8v`Zdxw8ul2{lY^tv^KVc~C;PbfZg(
z|6}l$l4Z9NBvG0T5%F22&}>jDlXyxJrGE8_p8&bfEnCRyW8#SGcRBg1rNR)D+w<%a
zq9udGxino2{N18FwW8^_|JZ|YK-=}5hWmAizRIemP*ekTRY^L1zgOvPb~LCS*6P+s
zShR=y1nKtY2KP%Y(l^MSn)k|Nch;NLcCoZR38|`?s3W=elpf#C$20>c07<w<(KVP8
z43`s+5sNmGs~0~cIWHMrP~KJkF&#jXT`v1X9^L*e_~Ac>xa3%>4dnv%;QgrLWIG<8
z6Gr$wnoBx5JQffrM0$fH8;0zcsWQq96FXNWkvzgBU$!Vu%{G@B&e+Q|>TH`vov-en
zS{4CLvTAVCt}_9r)m;6P)KSU@u=E;lSQl+ac^i&(pib(B(5!8S2J7mE2OXs@$g1`s
zoJK(7tQxg@k)n4+xJ^-jpw&-73FQ;pIwZaO+@@Tdv@1DZOfi`CYjO%19yaJt!b~fT
zacuI@?P}lj<kpv19>2UDm}>s=Yi?ry-$wo$l07U^l2UH_CTJ66sYwv&>K4a0jvs)`
zOkUx!N+qs5ne7We3#FG8;a~7`qkI|;XK;#FiQ7dM7CLjwbNzEVu;D3rg}AMoR+ImR
zaBLzf$`Gt?0J|zgAKSi3`}ULR(q%)2d<ooiG#A$ci5ROGB8qI`brdFP#0Sx;SMI*@
zPE1r0MG+FDyY@Vx@v8vf1pFy4)^!xgr>hRZd1NC?iB@C@2plM@VlemnB5-m7i(z^4
zt}!#E;rwlBqu1f{jiQy^W7}333}%4GQajD$x#*P8gY$r^7cT9231_7%zISB$>woxN
zSbbeaqe5M|y6^g=p=h8Di^Ytp`h8W>{bweapAQOzFXZyQ;bZ{pn&UAZ1xhSnqkQy}
zy2$iotr$v~wJftv>4?=_I@^(iVPI7ni@jaNxIoN-+=;^B>rKsHy*!Fl<W>6#_`cEV
zDhGwerK|?>W}^gNobEMV7Oyp(hC03MaL9eV&towhJZ<CvziLzEU-hr&z^Gv>?=*BV
zv8mb4v=oZX0F!vz3M1}I3X}kYK`Ofz%@!jilUWekdh5_1Fg(QO>ker<`pH56cF>=Z
zbVbL)1*rhB*}uBh!R2)dFB_aOa7nedl_;F=m<_pVN6|e&_d5npAjht7(`jgr%L2L5
zF1`F@==*rU$?A$LY`m*qpb{|o)?MvV<am?eFVUvSkB*`wPU0P|r|Y^heexWT=Da{r
z+R^KSyWZsWd>tJ3;oAZ3kLu#F;Dip*9wba%DW3(!b4lz_<~KHrq1`6DF=lVkyelx_
zAL1ZuNmEwQBe7{)HRxv@O{^$|7LKX``(%vz>||0|>%Wnnu9jEQfVF6N#yd_+i=(#8
zf%~gYsdWi+p0m32KD%=V>bRF?_j<llIksi%`$$-EMazWmn5jW?9@}PsETB123c%g#
zUK1b5ZR9C22`^aWq^_F*NksX%D}x8Cvv&(Z>1@&^`iwAfY>&zc$Bfzqs~sVy)FIdg
zNZlmucU`9xpkh?h@jK^8z~xmp8#U*bvCe1?pbV;TWAHS-AU39ra~)Whupp+Qh<UBp
z$u&VeheAt`Kre@OH>@bs&YRvQMH6;qD{$}9!l$Oy6b*nE>iNRc(7P3Syv)z8_}F_Q
z#)hRQw(S;E(pj@lLOh1wD?aPq@~Sm##<NH24SRY-CcTC7mq+$9slAch4x4$wQe!G!
zpkmnZX<SsQvZXkq6ZqRP#9)D4hXJb$-X@YBaGvArAiqg^BGQ}uP5n>KpN4$r3;bn^
znGaqo^?>%}G?m9b5UC0MDfJ^xSb+v_nhOd&(KxAeU7AdkD*Ix;*2BfUw?ea7tnLXM
zI)hL3*I?hZ^R!=coI26eygHDuD*GK4rXm`!_@&8<tahpb8zhI%JV!*U8Jkhng0X-Y
z0&?|<PpRn^EfiZjS%Hcq^sv@DOcdiSC;98FUtRc=OFk&}TPSH0cx^lo?&3E+g$txB
zQ8Uekw^b~?1Vr@Ffvu)WNjRl?PCFJgZxNM-jJ~$5qbNlZKy5DQ5y8F9+@MWFlkq=>
zWOlG$ad!I+$DKtU*<F!fY2(S=`lG)uM~^nFsTxmw>K|^CB+7_t1x7=)&aco73YMXt
zQRPjN1nS+JW$-Uf&WO=|M0&#wsB>*n)p3uomH575@v8)*X9BHvMpBz@{`#3pa=P{7
znwgSKs#~nbWL$~+rOy(UGI(EWpMG6uXfw2iBkTpb&XN16ok$ZWzcSbR%45Iu?Dv;M
z#qJpK{c*W}$<4=M<gfE){K3HpKc1L7G~&>ljWk2{kd8C#U@oBx;RT<;#dbSHK3pqR
zt=VBPp-)MP&6t$=qL*abVGj+{hxJjolRtBOzc6e4cj>R-9}KC-H@^RcUzdqL&*N3L
z*IFS%4#oBmhu(eJkAWAvESg=b@ROC0a54%~Mcn1$+}oQjg0}Whg*O`qZNK!N`=@X)
zcycLJHS`Mo(#5-x%@gR&Y7T&@S=$Z`E>F3G?Mh|6>M$cOp*8tY=3@#VEuB-|nbJzU
zEf7@`U-bT+oW*KgMJQ^L7TR<Wd9c{%0JCe(yDNRTvZ-XJ@6|?GmRt)mcFI~zmgm>4
zspeGc-#JxkUDePy$}_Jouji|{qnH%ByK5j-H79saac{_BQaNvgAurC$!HTs{yNcEG
zVS?6RwUbM6O3`&ziEj~4z2*mEi614?fR<0MxbiWTneuRarDf_$>{)gJ$wD85aYJ`T
z6!27WhUF#rANKg7##@YE85b|SNs@+~Ng-DsZ>!8v3Ua?L#L(&515c>f{EwI#DnP7U
zkT~l77T3}?jAyN_06RfaN-Ot0n;sAxd>tmV`E@mlD)GZpY}T!R4^;nS__lulUt0QM
zE_HTiS4FOAu-D-~hKwU`$0<dUsb0=VpzS_<R5?(<+SXz;y*ZGAf$g*C*so%#QqkY@
z@bJ?saxZncG-Bs&{Kvq&|9AUu=3kMVnX9%*Fn_DVmqQO5TcF1m0kdVMz{;Y1vrgdj
zh@n$wv&lHbp|%wc%^>;1m{6@;Nw!lf(ycrYnqnwvzHF{~GyRv0fmgoHGM|bh5LG9R
z{IVjg;l5-J^`rvbtHlCVc9$#2KRe;rMlh|rw0=g~8;xy)BGZUgN?I?<gTG91eadh3
zQ4g1OO|6lLE=MSzq;_AsCtYSj*8ZHT^t(7_6;XhE+lvrFz7_s_PG6gk*0M71t^5W0
zQ1Yp0Dp2=HdVJ4asvA?n<)kMYH?$>Qh_8G&e<$&!Q_;ce6E|x66)@j#*{FWUE%!Xc
zjAT=5U!sQZm=fXpjKNQ|#|(CzxTBQmz+%J((uuEriu`NsKhiMfGX_<Wl%nCOOvIaW
zan3x>*OX?s1+VdUA4D}lN>=z{<tn+6J&DQ*yH2I9!&8~&4vL*@VoK9(@o!7_c=7gL
zDQUd6Ps{AA6>WCvE}@E1zYdj5{gym`-j%H9kgMxcqw&ulBo8Sa{YCAB^|u?1T6p(A
z8?^PlVD93EBR3o4kE3U+wwhrMU|kjg-KL&ry)trpg$FUA7ej9@3;sARKxWdR*z7Hz
z3&%2?ETG4<CSGHm6{s;OpSqAu*@bOZmjTj((nnW%2uv6pNrff8`gv&ykX0+eZw3Vp
z&23Gu@g`h*4jQ-(&aBZ+YZ;bb%{z}3llWQ_&l)sv<+u84r|yYikGJadOO~!M92J2{
zkbn0oGMa#W=ognn_!(N}mem~aMxE0V{9KsHew5mCjj{W%`3K?VIoyd_8*|%brK)eT
zcU0@qhv&Krf14V2husJ#GzSbi*c1Bn!_~kE^}79YS|LuK!`G*VcR^1v!O@T2IeHPh
zJ>n-!2p~Z1f~Q4jM5x<|+O|SYJ8L_8%P(JDzird)ZR8PMR`|qpr5R?7P_V0l+d|cC
zvnofGF^Pt{FuHHB6;cPb{lOiJ$%iGtaIAiDRoDHt^8~qgy6T*z4<UWi@H<E64iWE1
zf_<}8Ryh`a4+~fRk$?qq?kD&Gb`)VJQ^o-^%AH*D7Pe$wHqkOUbCJW9?l4$!(^x-1
z%pWyE2+8JEu!bf+u`l;gL*mZz>|j`Qc_SZqZ{tNc3P-2=02x;6IZ6OVpm&>8LC@bX
zG&apwJ!YoawvllIMsawp-Tc()+S=PsKYhM~DUslp(#f7h2-9D#XZDPVjlvG&qwGK7
z37>n-AK+yq6E3F}dyMIh3BpZ`AA?LU%~#I5d5B*j&6_w>f0Fq&{B}jhS_>WN&QQ)@
z6q=lOl729>h{uo~ZY<R!@yF#G2Cj2hrM&6G!t2M0pcQ)Ve0>xY(AR-fgYvRKp|*pa
zrAYddn`j}@0peT5exl>YmcW8>TC9>GyC~125z*9RUKuZ#O<{ykvt{K;r_#CFW!^xm
zBXmGU&-n$BzLw>K;e%Jimf}VF{|}+RXd{A15Ty6_!CxR?J5zcZ8Cf%72Ck^Au>$2h
zF|#Qh-ss0M2wRo9zUuAmlOM&8kp=Y#$7y}gJ{MG7Z#o+z4<x7E$qNS!`!Z_`eVIn$
z;oCi@Z((2|Ih$BtEm?P<=;$nmecHFSD<H=GU54wom6V<Y37LR^iP}8vG_AggO7&Nk
zw3G~bpRM>cJfCR@AF>PzN+IsJWJOV+>UMDrAme6a%d>UPKZ`E&V#UvjbDC@I_3pz{
z)0Vj8*KWJ}T~lPFUK0{C8qP3|X&FU28x=J<XF>Z6T}NzoNxI}J?V>~f()y8>W$9f3
zx_D3w>hs{Tk&*VWfk+`??%%S%mKV+xH?!CyD={1#zEZx5gL#q2y+k}zcT)O-o#qPH
zLdQ|ShqhUc1$F>b8+1tk4B3IHe3KPDyxD2@z&dadaMqmhKd#<0p3V1<-$qMYO8c$V
zQl(animFZRy-CD~*{T&n5wvP_*|k^2UO{4&3}RJF)gDQx#HhVjQKR(t&;7seNB8sV
z+4Z{4^EyB0`+Xc7V8kgxGJ4lSUi(5n9T|4^4pK^#3l_Tuz8N4eQOA{;ZcT68HZ{20
z?Of(e%PN-CwpHn+@w8ev!>Kt51yDcp@o{G_XS{V=-fI=eTS+*GM7Z_d8F=k-I{jUz
z8Ruizt|V7Pc4A7|Ah#Avnx|O_BF5&0j-TkQ7}=rm#}Y9E3|X4&-WfYK(*HHECT=kd
zw^|-{JPc6C4QNP9opQUKYqH`>{pglu$o0ZUPf+U}+Pr4!kyJM-$z1n?sfYn?_@B$d
z)Bc#+8*<+>SG4PW@Dc@G7Dkop+ZJGDW6M=qhgCB8YsLykF~@TC4e@j?J0p?LL-#D9
zJnc`1q*yDYhh*)2$SUK#UNt6kmQRMH#<zMTzVacj!4MvK;jx+7iQAwO6Yr;_<Qm?L
z2^BNFAwS4eU8Zqu<23ePa&dbj&Sv{@&Cyx%j9GvgP}`7Wpgfq=W;>qzuG-pv?jpEY
z*{R>p*{2|??3LR<B2(EILKe8eD?*9Y^~Onh*JZz!cMoniLPMt$(y?F+(HmH_A@U0N
zuJ|N7*w+^p@DBg%d3HvdC4+EF`Qr@RYX$lrKbV%7!@J~XbG0sm*yA-X>*`*mxAOS5
z?N2OxlBYw7ScX2v{NWP_E;Ok0jlXB2PtYnSf5`<x;i+)X|MtYN0v&Mcw>oz##F^a(
zeYx{Bu6D9yI@V7jVtR|s3&~t+B4MpmKvaQ?#Mo&q;iK(%ConOZf}CD73QJ<`khuLU
zXStxtq*e->DP2%|u(^<EH9o#x%Q>X-cOaPbKf0_@irC>qPO}r*Qap3Y1F^1GiP|{=
zvs4;qR>&=IT?IrJ2aEF@|BvpDMncCcYw0W!q62N!Qp<zJMCrq_S-CyH!?_fL!rC&<
zEr`@E*4*n;6=-=g(eQf3FkVwQV2wYzKBf>J=#$SAnwvk|IO=7_iCp)Wo&_A6d6uVt
zi&Av2D=h}p%|z5bjHv@#*9U9-Ueo@$4oT-6uP+n5@2P1VLtL&+#QoAzyoH<gZT&r<
zrj%8cn)K-wti}0HN}-}4Ba_*%mNGNrqx@3F@`Az(DlW~Fe@t+QveNShCb05&gpxJs
zK}AjNu_n}fws8h7IDg52Tp`2Ol;xK=<qi=hS&geIaalr{{in38Bquk#X2nw~*yVA{
zD>NoKv*CbUcSc&Vz`(VI0<-?pZ)Rj<Yq_oG6f7%szfyb+6`@{6+IYtUlYBLi7lh3p
zS$!a}6J9&{<MV;Efup1kCZ@a?FaMmZfI{cCkRd3$a@sIJq7v#*ucxzBo6YqB08B4G
z?7KbLBdrX-SGVL`P5d(yRTeBC5n+=TIAh|`Ztu@or>s*|n+2$T3#)$lp|MAGNBw_v
ze-EAti$k?1sQJCiHt#(@O?MIVJD+XpRTh!zC*C?P-$#L1M=h;w$t2|LH_R^h%oJ2b
zxcOV<CdXnj(`cQz$?Z94z+in|b3II(l3d7X^Fa$FxT2P3--lZJwG5c9nB7i)RElWr
zG5n$_^Mwwd1(?#%p%#XY9k?-n*^Y;O?(Qn6=^vK@z2*+GkW_?X;xxz1FY-%^i>jX(
z)=&CORc*_ng#BQP{Y%GE$%F|7HW$m8yExRz1$35RQ$kH2MM=WI5qc)1f2~X<J&J}7
z*L0FDAHA!~EPeTh+&aJWZ4dt{bb;IU;PFvpgBOJ7O}o7JxZEKMxVy!wRG3phvQV_f
zlAM6q?}tFbN((n?Mm3q7R_BePSini)2BSe7L08UhLn=KjB*qgtm7L3%iS_rfilK!1
zafi@b-#$F-=&KHFH?<awT|%`{_xbjdP|BYN9FC=k{Xxj>$=+Hv8y5$%BuV(QSDWQ5
z#MrC)@Tf(uFAVke1A0Zmb{!cOc9z!jd^&3cBd*W76<UaG%8Aw%+<cK>HJJ5v=L%Jv
z&ZIP-rWJ3ztGLyJ5O9_0X1?<u`%heiuW!m&;YjlmP5g9atH@YM<hit2a!+R{+zi7g
zw8$=>unn@W&xgE=oBcelxs{Q^C}VcLD&Ri7T%bjKRI<9m!Rt(wq8uJo3m=4POiARA
ztm$A@&V-oggxBW9xY@$>^H$3lR6b~d5@VT8d<l<ErDxv9e?69dc$c_Z7&Cf?%AyP@
z1_z!T%@!n}5)|)MV!a32hmg@=$t3GX{5542Znd!vFLJbRm1q5EIT!TyVZ)rnF0T}k
zxlod`h1F4(8iBZJ@iAL18!-%ar!E>r2-QXeSIqE~FtQk@S2Eu!PYwEcBaSyR^(1WR
zJ7&c~g4To?3mYFMr>Bp+Y+5UjH?bq;6li%jcBtvsRv#sJZO*-{pw(+xSZ^(GKMAi`
zn*ZY=Je5?zFKA?fy*Ht5WJG`YXTQbWJu@eX#TPqQrK~*?-)^z@yWeNCsCjy`rm<Fa
zZoG}_5JOcP@KwSnJUp-2@v*{Un3bEQSPKMW#zadf-~S9PatpT_P40K!x#G4d2_Uds
z6-;AR!ppn@_Z58@qOWe58vsBk_7f0u#M?ZR<HSGpt#VGCGussJQTt{nbNPqtx(dGp
zH}iRKz@gI52g!j!vWqtgI&VUtWm!jIZpH{H16$1s2RY{=lKGq;fGU~WO3R@lkr%H6
zb`S{)g${7iQy&xI3vtOsXXtL+TwHPpHRcV82epY_^Ov{o*Z+j^j!^H>`;JUnnglA$
zsOL3|O-pioJ6x}V6<2zW8Iw52k}CG<2QFX(ey_dE0tO4XQE>D0Mu~sh!JD?;o47(e
z#^<nogKW6r(mD=|)!_thkqJm`qM3<>mCe4MyzGb~=!RGJSWId`N51|{PPbQE_IoE1
z`gmtJk14*M`|gmDVELN$9bwzYu8D4M!7r>VUj7o`LeIgBVW?9a&GvD?2jB7>`?K*!
zBo}l0XQKKH{{F4tKr_JCot70U1ob3N$Q3*LU3hK8J(UxofA{V?G5(j-%3oK~DYQTI
zXMa(_yVAjcJPc?p?2OmUriO@}aJ|?d>^}=g)0~;j&Rw0;t4mnJ0t&EUzF7}zuf1SA
z3tIe}3yIB{u594rM(u>TSUDZ_5TYly6b)c_H+Q|{3wsFgg12@;p{wQ@B})oh%nzzC
z)-aUoyzO|lT;Tt0htTNN;pO#rxT+ob&A+&KoPs063F6Tk4yu#SvtjZh9RnWYJz)};
z3O}(nmp>E}EB>7_Kbe*_caw6~qzBwkIGpVBrd$}=hgRWRUanV`)nTcmadCDhKY-Ga
z*;E{GgL;i#x9?32<erqtxS3P!Y_CW=pFcr@xl1WNWc|VQMTB6nvdkn1$C2suD`vs>
zE^|U@U?v@$wf(iz58rzvpEdgiIc`eu5T-dx*dE68_;+mVYhJ~m!FH%uW69m0_F;=5
zH=`}lEzJvW(GP|)?Y;|K%dA`ehgkLOF-Pggn76e-A%BA#n`k+kr<<&L0a)s~*lZcT
z9Z1>eRDD%RTK=9JbHS{qgdvn?U1m^PU;Q>BDb{iIFs6gtwmk^}CTG|>9u{B`XhC__
z;eu$&PZB`JbPk-1m<NMxTC+@|5wE@1JW|_i${E9yzNakxi#}mEAIaw#ahf}7Rix;8
zNkAp<eJsOu#QFuB&PB$c<!OK-@&5}bvIWt_a2Zsq3DHQ?+@0JM-Xa3qw=y}WL|X?9
z0GZ}{#5I9{Q){We#kMB%+^jL%kouhHhdF?Lcy*85+qLqqIYiFiBkq5)gri%0@Rka8
zryhoVCI&s(Prj7N$6fpsEPoFl{)Ai>U8ZBwX41G-W%Y<n(c{ZhVM0jjMHLKc)p_xv
zb^?^nRht(u)9+Z#S56eE{rNO<b~-iWeW`N%E8&vvg9<CT>w<_RYcrwroW<6nHry)M
z79g$+3lIBifaD>Y&unsgwNiM%dNW}W99Olat>ri^V)Ae{l2wmyrF;^qs@9j`e_s?6
zA-?|~xSq2{nkRkCe{9>kQ_~wy16y)taWBtZW9x)tXYx#Z6+Ir55P(?mUpD3M=rQN)
zfv@!s$`JTGrVgA&2oV>-9@vRWO86Vyp!&k&z!f)spOOdD6S1?X3`E0mWRs^*f8j4i
z>)gsdn5Zwu669)S$&wmt`Ljwph};F3k<xe(T!s#|LC<ud&Q>?-hMiHI{*_oVag2x!
zsi@H2@mD$UYj#LDrG3l3ugy~JzUN8}S3^FSX1ss2W%cJnT6unAPTr5WhowyLPksgr
z-f7nVn*DZ})SA%D7JfN$y~x$_TU?J@MZ7SdcTIp&k{|gsSfFHma^fHB+sH%Yvk5Jw
zSm?WB<rx+GyyByvcRi*QZiLLq>wmhh)KoqM=^RK8Mpe$8n*6&K9&1s5dXxCC#Q#kD
zXPI1QPFQ4n@1*?GjUb(Q_1EEgo3tG1keY4nI(+#mQOa=&Grmq>K9it@^5G`64s)Mo
z{Kx>M)#bx@BYAOSOA@_sA>jPys*7TWq%<Nhd$D5O4{xSu5^`SHGq9~1Uj0%wDDZ8l
zMD!RB^{DHAbf|aHj9-4i8Zx8lDl&R&BI#PB>kmg1>Ir$yzc<0&tzd=NmQe?ZBM(IL
zRH{EXr<H*sSJegtN%@P;m;@R*NM+pzTm#;!nV~ACe3lxiIDY@K+N`9vF=U=vrlFfI
zJ%}2>cqK@Fin;su(VFbzcscc}ddzfzZ&q0{Gny|16^eP;e}2fC_d1iACN`us>|dj%
zWMj9NC^E^2yvQ?UkvJ{s@or%cB6P#OnJ<_sQ5tu*XXZ!ebsuI+<(4YR+6(aqIu6^M
zM>L6Z)`fWF0$FGnNB`h|bfP(zSY$6;>@>6%WzTg_duk8C8j|qg50i-ZCa9KecX)df
z(*GzMQHM-Jic4)qgivB6K5?=`I2fjGAZ!TVkOid^W+!Pb8GcJ01z0ObJ*ltTgFZ$m
z<g;Q$5Xh&TNXYGtu%QO9)#Y+VWsg9tC#}3Sdd7NhEakK3?wA%VM2-o$$uwMB`1YJC
zzRk7_m{^Jy9h!g>u2ME}4-*({0)%7D+%)Wd-2BD7+bXWDM8_rI`bGKX&(<gkIz`_p
zt9s4JM|8u+Tt!sfY-RGc$-SvG!GoN{#3`b+6i)01;4SG{i7VOe*f4)=hYeI->NbTq
zjv(1yfL?$nL38yg$!oaOep;5Wz<u@?4kB?#adLW1=4632Vh`_|!-cC-*(DYRjglJG
zYj%(KFFqA?ef+PHB7Eu7J#*@gW_MrGXPGB-gM6zRu>FG1)1ie^Y8(jfa&6(XtLe|h
zIO37O)DL1_jQ5%8fSH#x>FDT|I8Wa!59B0sh3tRbnNhOrZw_1rbH5-|-Yo!UTlZRl
z*#rgM^1sV`2ow~uf~i{gz7qN@oGN@v_|KLSNT%q4Z_$+?x=(4T57d?f(vrH=U7x21
zin4`lnI`>u#}q1~JR7jsOc$s0=}}NG;RKYiy8gcH*WcuC_acsaFK47}(QgI(jPknl
z^G89SYT4f(|D&^x8wtw5%`|o4On>wyH5ggUDGhgLq*_<C4hu2q_IeEtFZPC;vR$M5
z^IqWZu-c&SgO_jV(shNm9|?N|My>`ZvkO(qGz+~seK02~tI_%PZ0QxS^zs+pRMqP@
zR0n^p1Wmg|f20e;6)e4<hOhFv!Irka&KiU-t=@WWv`dj~DE#u_Q#V7AaPK>HYQDaQ
zX574ST)NRcx8qwv%Eu$=sxR1u3%>j<Skmf#8{gHXERb%Trus(MPk8X|_2ceKXQ#hL
zn$_O&hQ@tl-HQr;`!(~gTTtf<x6WJ!p`&}}bbU1Yh$>p($NKPhRZqUvyMW(MOh3Bb
zl?<RujXa?9ReDuK^!Hy#6X<^Z{(<bBdE?7hWiAPP4@!6Q?c)1T*y|_A#3p;TDs<`6
z6>p&qVb8eG<6Gu*w?Z|7gp_&X1TyFkK5ah`jU3fybBov~f6cn*5t?>+TU~S5T)=IM
z$%tkqreR<Z2DJaw#4G<71M^1q?D@5iTIw$h<7Dq-JT_X3{Qo`i|3YA-|33%}>*iY;
z1cvZcQKiz-bddkN*8ZdUm#El4r5?|bSF&_{Zz)1}oO#F-cb*juB%v*SxQfJnJFb<y
z>OC7}msIxAh3Xn46!4hMlrErwjz2))^uY@E#jT6Cj;+Cwr#l*d4to#ZCq(>8oA!PE
ziM`W%Klk$B9+H-Hec8u*Q5?0^-N%>0vMrk$o*{k_`ZuDlm;O=6E#Z*iMgPyc4;WtW
zZ`8;Qeo89WoNM@N%0OT6W-jQfpun&z{Sgea=yg+n$#Yj!xQk{4n!9~zkpHD}#-)h1
z|Izi_9=sVUoZCgAE99seU7$d0h>5W7J0?lhhCp!9ytqJl(X;D6sCPXlB3&KDet0aT
z4BFjN0|FB;DQI=%&AlJ|6PK%mwO(XA@fn-rOMWc$qw6PqgWCRFjL{c?t4f1|T3d>|
zi|R{z75*dVlM@fSA8*df3W{%1WVerMHE8eRp?`U3;UkmpZ<>LeYOoiMx9=Q&RJ490
zU|_JPESzzuB@jg?`u_lEzUP}HNtrdj7jy6da%EuNrC;qzDIbXnDx5mH_?}Xcm!R?J
znH%X0WD~zJ;~M6FNr>%oDm$~CjD!u-#$ERwxdR{fZkhu8U9@mA4g8|5o7_FTk7*2~
zfB*46f$K$rhJ3@OC%c{6n2vg{=rHLgbfTJ-&5xd^Yu%hTy4H2C%$05NBhSIW*_k%J
zHaYyS0Q;I)%!cKY2Ocx;46hj(#~Gcy1Y(y?)UT|Ivi<$l-CJ<*bvr)p<M1rg(yRFY
z8sY|fA+KUNh=a|<cwupDi6O*PE3<~tP@^QipgAr5_3P*U)1LRVe(V-8Tfd@PP|)c7
z=y~~5VYgP_<&-wM0NHn8hUtoL7i2y!T$?WZ%Fqz<_s-Av|1Q0+%I$umuw@$Z-Sb?w
z?L~#I>548)c3fEVPVXD~kF3Xc@Bh;O`p8I#e+0+$psknwSZ%ORIOKsF<|@S^X{qZn
zoiKaD?Y+y#cXr<wu11Rw7IeSSe80r-+F&!)BHgvr_2aFen~GQP8AonAbQF=IpPz2;
zVuCH6E@-}8FkpH0lR;oOkp6;6_!iqD>bemymq}6J&rRLk_uH7k*ILP3`$g*dnimH7
zcP<29s+79<zI_)_{9U);_&a?ZeZ-3DaOjWtKDDN~|K^RKC$A6wx#ITNty%cuGu_Qc
z=DOR9ZKt=`3?FH-H_SbG_|YIfg%bX+MQPA=kL~Y&e4SQ*RA1{)%^RyG&ooWD@{_&`
zvW@EAq<^IU{MyAw&FR$uf%FHxoN}4+SvwU85}^`&*4hvY>+6N3ZY9^=l8iIc;!+KG
z1t$j%<x=uG!6mq{BW3e}YHiCama(X~Yli(shcQbut8l6k5Ie-j>i)VbLB$j5D0H!1
zo~8LN5^G?5OVc{*COtd(_Tu<?5qbK{(tEtaZ~^(7DPU_z*4BmxiJc&l<#nN1#)!`$
z<uy;CmC_x^_YaTW9lQnHY-GdMPuS$iN|q4ezT$?A8jo&S8D~Wpp#Mh~Myla71g020
zR*9Q)aP*sGL03>VD*0`UEhDq3mp_@9iQasZUaFpYoh{w%3Fyi5VXelRIjrwd=`Uan
znQ~3puZm;Yvba=|V?CcakYkzFlgY1m<k~~eQgiokxk+L;g!(D-O<syh!lRt%)L?GW
z9~-4*!RF+@B9`#!e!RUk2S=7b0jIU$)crxL!(Q1)(coAa^w!QsYZC$UbD+km#mWGN
z0fK;}HVPU-tF&tAOh6-@awEQn#Tg3f-+;}Y<SeP_7x~SDhVMCdn$J{SrWQ^pum@gG
zkV`W-wW~Y*bvCZX`3Rv|@x(Yxr9^1uee<8>z2_N^P5({h-Vs!?pH2<HeD9TwyL9<p
zFMp&wdA;$cNf$;)z{yVZh5oCJAwdVMUPIbCl@G{CcOR&$xqaOKJnoK4!tGyAzr<Sl
z@{j+!_!(Ytq2#rar=3S(w$#h~)GoYSWSsW$ayhlh?ziB)K}rH#IGPg}@_8@Armqwp
z2YP!^zc;oQ<gm|KAsyCw7B-w*jM-2;q(D^ML(dWjC?EI6wav~mHFsF{IC&zgAsugH
z1l$t{sO}I_=C<EEt`~>vIhXi=ke%k18!8THu1P6+I2L>C@X{M@Qr8?a?SUj(a+H&$
zXw#KyCIeo#`Le}(P4iTvSxoF9V}YAi2+3l@TH``A@XLh=Sg(=l`>Iqg;ZJOyLkPk>
z8ji!Hg7P^QDZ7a3lg}q{%UK@9#BJ|H@WOrx4JMB&+&Stoo7$8QDy`ie9OA@2T{ZjH
zwCR^sZ&D#)B*AC!i~M~IF~{zQRMZGs8M@c(-h2}Yx+;(!_s2EvLo>P!{Nc-z)_u}r
z`YG~PXT`BV&#|*Fv5jhO{~CWcJ(6jfZFs$vbUbII0zH^uJ3%%Yjx>T(p1&;3o!5cu
zmcDqwxy~O`L>p@Tj><Um&r!jf`9L>g@<YxcwM3EvGl4m~?(E%qxUbl>JS(aMi}CY&
zym|yEhck-kYTn+J*q&}V`Ef#6Q79(c@TOy;zZpas*8Y)bjn+f`syzIwB4jv*tSjwt
zq{gc!%%L3Q$TL^gC4wWEACRV3Pad9x5*<rc6v~JQ0CFs9{EXKc%Hlo<ZFjKKi%1``
z53IZaoc0gSWUH9;elJp{f2*UJ&UL?U)>LD}f$`|V;m2PE9I6cj?DRsntV@Z2QK@8k
zNcDzGDcTDHIMh_JLxy85yIhXUnp5eR7g_LW7(k37dGcB91DNCE=vVg^Yy#FE={2?3
ziW!MDUh!IAMgJFi?dBJh$M(2_F~XIBPIb|{9yi%2`F?ECtuVC)riR)Y9)mD1e{A{_
z!Jx=KW$2?WbyPL=;T^lxO}B^hAAGQJ9?9uPSK>dhEsqT{$*8sO_w9}K?U?_bGu@bV
zT*t$=zqdM$d2dW4{rewXs0S*hv8&2Y&&cl--cpOjTX}nN-*I?;#h8slXfV8xG{<#L
zAZ7u6hxH65m`T2_;?CKCg=2$2cAL<<Na!b9EI45NI6-Fv)G!c<m92tx%e|KnE0i&Z
zAH*(PaXc@~T6L$KJ7P%q(252Zcm>`_!wiU%5a+1_cO>+<Md(@YkTBE{97cO~y+8Bi
zR_Fa!`+buB!pio3EkPDJIESR19D+VM6ze1pOPC2NYoXRy%jJj`;wNlAJ8Xt8-Vis^
zkq{OWV-VQiv0ol~{`1jRrJMb>4E5B2Zf(c>EFx9@ZnKA*#5N*P=~f&)P^IeaRTw+F
zYs-m!s)HDHwLD^9t*I61Kc>z#jd?b7^8@4&uTs&Sz<9wGqL7j|Zm^8G#N4e-E8`pB
z*C*9<(FeA7{ThQ<Y=a)q3eSrFUO4l&J9=aPMK?J+w^~xSJH@^58x&c4|EiLTvXZh2
zk0M&|@H#5DFiUFJ&d73+5cOZt*zUPY%jbiyQ@^8j0?<SCHRES4pCa|_Pd$GeMcl)$
z@Jp_pX}H+aH-PU3<QN9NN=dj8Z|?i^aH68TVG8Ph{*|W1CQ)-<J`EA^5pL4<7U!+S
zhxJvN{f>qyK@pn1eHr6QZQ-Wjd^YE*>ym(a^A3MI>JBBoKnbT&=4W@W994yL-0@Yh
zSjFQCU}hAQLo#wAW4x3j*YGIh8zqO6_)M>GL8@McXDWSbJ9{)aOSi{vUEQn^V98Y@
zlx(TF_J;SRW-)&{JwxW4+D8}OXH&^P)CB#OaIUz?8lO5yq=LT>5Pz<!SY6Y1#bz_t
z;Bz43r{=m3oN|ety(&(KXF*jAd&``h224x-UqfYS!4)?GRE^iAyf!;eZ)Si`PaoOh
zRF%2i#UTgY!F{tq^R4$N%&0|3WMV~%Io1r*)Aid{6=}PQ;8CEQ2PS093LZIT6kb{N
zdBS>vI#*m<U03ctF^ew6lNgy3BS1bnnLosU^jVk4y*2-Cs!L;}1>{7F#}ES+8`PW?
zNCz4;HsOtMkcT*!!4Q4Wkiv@A+MU6Ma?~I-o`yXZkrWpYi-4#u3>1a{q7EL<)nJzE
z_PsC;a#>AgG8V7(*ln-a8U(k`@Kpu0MmPnl+{8L_#Ec_yI4@kRlB*UKK4wsuTeUJ$
zQa_qWN(oPL-RL5?v&VyU9paQ2KbFQ?=}24=D5s;lR1&Ibpyh<iDKoLq&of@e)lHiJ
z`MpgF@Z)_s4#*S=lvqC%{_*nLBeSOGyb5O3qmIcRC9Wl?_9r04)jIo&x}~$iXf|(d
z1DC^;M@8-Hd_t9n#9@jTe1?{A8sMzUp2(rl1j-~%FBl0}^23QCpHVlL0ldl|Q_Efw
z`9NK?CC9$5mQy|~@W`a@G<oRLw2xFu_zck=Vryc00Y;(_#pkU&Z+~yxt~Tbvl|QVI
z?bXxRXFc&cPg#yC2^L-a&8JZqWpWf+ClTpVZWG3IeCla|(&_3<J2d=aQTeu~(9G#{
zpi*9Ea@KGhia(+uv->6RaAa<%wY5B~_EkkKqBUySHiT78hm^#@y>6YQYM!1kAydE2
zUqak()e3FGiq!U1N{tzjY8E>|T7*UbU)_uc8VldouV(%MV6vn`SGJ{cyf40D3_~Bk
znCh8a8@aKrGBHTWislwQn$|07TJ!fa?3cv}l?W~U9Oxa?`KplfQXeR@Vpg48^LnWF
zS!4J0{Mn6@r4z5E;|HfOWH1fdPbCB{I@F25k9=H;puDYM4*6`_fK`Ik1&|}6fP+e1
zA4rm7;u8lN3Z*;=Ok8xy3(p<n;JIW<!KjV*Ktq;}+QZ(Bg`w&y6^+mGvVgZP@Kz9r
zgNw4w-=vcMP!(;`HK69=wbc~4NTH($HMB(#r4mg1Y+-}0MUGX&-Pt}equq1FCLuji
z3PqnKs?B6=Hbr_$NVt1;A`&k~oFgxR-Dqd9O1<;SA1v`GGVOQ?KVvAH;ORJC3t!M}
z9fu*`2&f5-v1VTIJxIYUY}mIx{>ZzHb}C1`esdLsa3W?eZ;wTyJw-A?hCG?W8VylD
zAHQL8qz#KX9?9`)xKjNJvqPUo@KqqyIPLLMRduD}Q<nRIP%gD?%s5cW#F!`Gql0B;
z$Z2K?o<CnVE&63C!{^2#fro8f^(*z=b@7vD=ML;vRV@Vrt4FuIKgr?B9jbQzNV+B6
zPsrI&5r<%{L@HwE!Yre!dkRaHcIvymh@B^$2d<Nm_P^if@O1tz?#w#ud~}|G|J|9s
zL4U8hnc2lq=EBp?NNXcm>0<xNz*!+Q+|x&jexS*VlaR3K{cP4T90d8#)}R=sD7l!T
zq2FVu1Jlrh2P_P*wQSz^J{%~}oN8&`vl<#UUCWDoBri|Yb*xdqOAXnUna|XN!I+g*
z7Yi5?__Jkwz=YO|AU~!IfY~_C-h8NHFc@Eq#sToHj{|G_XU9Ses|*6TzTmG&O3cht
zP<?s9^aGlH&-m`Am}zNgTK4^_rb{)Hqe^$+nm!LijrWTe_Lu*eVqVzmoR@a0y=C}p
zN<QtqzEl3zbe@~u@I52W(J+TBBJhWRRC;h5x{1@(QB7u#eecfxw|%358CYH9f6AG|
zS*2KL4BWY<fqI%-1Ls^=woZhJ{3Taa5HqD|*=b<o^5+Fq?<L9Lji?Oy8>5q@Gsu6c
zEmHedd)tF%_xm&w{y`r&ZuscuRCd^l&#c@lUSa1k{ub5hXp%|xn^|XniD}Mj;?8lx
zw&**Vylce0jjgWZIFg?|I~VHY2H5`NovvT;%OpECOd^g!n=|l<(r0LkmP+d9@u}#T
z5#LkWD4BN1W?CS$j^x4u!>^;nHzVYkL&X_TZQduv=TNWz(It<>qeIo<kws*js`jf_
zm2z0~yh-VCsWa$b@Bzr#@8MW!Z(wz0Y2yUhW$qO!jAu!SmI-gJhG*qmsjk``^O@U(
znOj{`eHH((J0jSyZ^XS(k|<_lO7sPGN|v=e`m~{H$QIJKE39SMJM-nna+pWjlfEt+
z@BeZcBPJRBQg8QMPP=?#lYx-H2g=pE`YcPX|FY;>W+}*XBe=ddac?;&?Z?tr`4|*y
zy>_KJvLqb0!frFVuoj^^HEFyU*NjV@KmXL+4*hW7ZRPF+{fE3s{)cnXlU>dqPj*l8
z>zD2|k|4M)uYYf#QdVXtxQTTgAfb^QP7HxC(@4U@Qu1*XjW*y7o{;=%bg@ZKulII5
z@>$2C1xV*e@c5V8NwDhPZ1T%{wwt18_5n&e^r*Vf(<fw8LPEkflO{Hn1ch>i6qcZ$
z{>>6xm&3|)uW%ljfgL1#w?`>!9Zw=}bpT$~?zs(x{e%Ao&Xp5u*buGj-zTeK+>+b4
zG4FO8hoV;$(cCsm@Hm;4sio?1c5NI>+{EP}116_X=x6m#zI`?9tv+66IMbDF&nFo8
zW8r`hsjJ$>TdaWp5@aEd&>SuQwvI9gh70#M=9{0+3P8%PUU`0)=8<mJSLSB?bNq^{
zm87L?Cuqxjl#TH}wrMs`M$TZ-lN)p!_=W8g8d+&?d0AQti;JB&ADqC$p4P8nk|Ojg
zo!(VijAL!f0Xb0)D_duNKM0Wi#KP?M7H=#`plz9etOnRj=H1%ZJe(8l<hzknrxlo^
z_1ja+@^^ZU)>;HNZ0wJUWL+Am4pm3>uF<(ZEs^6l5t8kLcEMRi8Pv(&kOz|8nCnr&
zOnXT5+M)mVxrLH_q5b1>UlrBDkU9tm0>@Q(f@xI2HE;$k8ozz?qX}&9RB^g(QX}uw
zv%w9it3jW7N}33w8moJG;qpFuO&dCU50EGDx^s19Xs>eZ8U5y8NNg@yPR9l?<Ps8=
z9c#1UkOd3#&Moy=)-lpT=3=A_Th*Ko6cU&KzBWzI!eY{62+K}Kl}(1Wst)*{bB#SM
zj*6FEj0CmijHve9QqwHmpTyDz6GKWzmn1FeIp17f5f2^O9=%iJ;|~*<p~R-z%YE0{
z2MWP6wZ4{fIw9XC2sNjcy)j{W{6Q=(c7p%Y$hRo_Y5CrTlz!G=l=wr1vjYDiSZEbC
zt7G0k%cAm56)8l`A&7uEVw{(tDf^ryZ*G@FD^S*?<FR={aJ;Bgoag%P{%CW!YRgGz
z(49KNY2`3<1>bSbA=~G2?=AUbrYh$ZsnV9s2q7$|nd3wFW_c~ymZv{SeMrw?P&KT)
zzQPQ#|GL&~g@0dUJaOg9Le9|4jglGc)MQOd<-mn_IchAhm`fipNh`DaZjnC+Gy$!s
zRn;hYc{9+_Wre#~8#Un2#xf|NqGjeTWqSUcr9(maTEDvMLD?s6b1Ta=vuh<gkp6wJ
z4;fK$>}Sn|*jt=H2-|ukI?20t{RImisj(PU1tJ>L2vB_|#Yxt>qV*Sg5aJ})fPbzJ
zN_{M_+^q0SVlr^_9%_?Z&LWm4_gu{zw-&#|o@izHJYtki{Zcry3mf~h^_Q<irZLam
zDcuhf!453ZM9ENf3{VlyjJ*0T#<A8$snk`OuH-1l+2+J~iF<)%$j^Ds|9^DXFyRY?
zz<=+pS=37_mpf(hiCh!Gsy2Vn_GVuPlfZ6f;6SP4%LINs5fH|gtbm_1o%#Neyg3p#
zBeVasuj9D`ytfB<RB`1IO0GSffGEo4$xZTn^)HsxYC|qLnzkcs7-v$aK=Ox~L*e7I
z6;7OHE!Rb?0YF)*#g}jU4^Dt5tV_Gfu>7-$V_x+N^7%KjiIK`RIb>}+B2gP2!F&hp
z*Vy%}9h8ueSePF+ij!bB?ord5_;I1<1GjL5N;&SIyG2U8lG;z%4@rjq25f^u#^u{E
zL<N<zgw1<p4U<S(k^41S5xRo%mS^UX4lj`UJqOcs!lln?pH<xzFAG>|2_dXB95YTY
zLP0nEwwbo2vb)1Pa*U*=6b1+~4l*hta+HDVLCK^IK-$~OANoTs1J*-LpSIuw_lS}L
zAs-}P$iBHk&$BMOlO<=G_FZ$83msDGmTIU?-zn<2$8+Y@9QmXumKGvO4L&damp`|y
z=+i5Wsu8cl2aeb~Jj~u~5B}WyKRW4BoSN@pmAJUi3>P7U91=2PnptAp#=|t^&;QsZ
zhX0E~%*p0SY)7EKwU3mQcLRQ4;Cnp|8gb{8Js1PF=E*Q!-+1m^z1xT4IIIUlq5RfX
z4)yXr*Fp;9;8nr4i7pP2H#GJlPXF7N-s|cciRamYA3z4>aqpWp`7DrkRLmY?AxD=&
zUsu$PSjv4H!Ru1Z6PO_hh%B-?ZW2<TX|h&PIq&(PLlApBKeO*Pq-L^rCKZbQp3oYk
zm=)rKY{j$$p`2o-BC1Nb$>a8$uv$we!r=w$)MPcEh6FL#TCl_#%;^)w)VR2vJ(j17
z$C=1#99Dg#6r&E}@wDb_K)o=J!jY%mM`+wX%Mtd+v1WatujMaar*q|fEj-4wOVw41
z1oRIPu2yZul``t358pDZlF;wF`NHj?mgTY~B~#acb1bE2buVsNdcLpUiN5v_fL{s0
zwfdNQki3Iit7jX)cH1^4(Fq4H8^>&HD00Zc4bt@}y`5^~3ki>Un1(H+N1ov!x*XNl
z!KbkotsK2K^@9y`uI{Z7>m>V<c(-*FH^UoR-+aJ;D#Tm0Xi{;jJEr<6wF+5|FxJt8
zm~U7w=$a48JC!VpA^E<PUKrW8I!QlS9L2G+@89qqMa1-#V|Bt}rh*#mB)7RCv@OIv
zqD9W%5w(*OWnKVN16i5&Jg&0Yj7J@jty8<o&a}>XA}>cW{uBInxy5IYEhsQ5`>fLj
z?0mEd?SRh6dRKIOuspb8J@pf#@rv+hy>r}Qn-=vWjab%L5?frX%r}h*ELl36C6{5_
z1=>Y0nVourzUdw6{f)p4MJri#Z^2eDC!G8;lXU-%f<3*NmKc5VCyp3(rgjz6o31~b
zjB2()ole3s0?*mBC1!%@Py{3Wav432OjF|kx<{WX7(N-e<k7C4D7A|F@+YNhlDN*%
zKehJAQ|fT!^Nn_g(qNDYS)u=XuoJCnP0iqD4`9;>d=`TxPt^9WO4wQs$@py?eJ$9S
zL!1em!#Wr{uK(lv$8a=^S-K*u>{cmnjLiXzfvXS6rNq;ogo2@`UidJ~(F86xFrM%S
zfSst!i!eb}d$gFvw8I-0T~y}c{^X!(i`#=?oU({^ucR0}rinPR7J3RzxDYWyq5xsC
z=1vl<j1CW}E;w=>Vc!v*F;uN^>=ahp`ua%0A`60(|NF~-|IG?lZnM=UOm_bg>M;77
zxs?mF3R|QwSzVLEYnDDtc28q2ZQk^$P(qhBHIVsGg%v0$LKNs*eF~PcHfb5w7m|`~
za#+j3MC8zK`Pgr8EnymKtW&izzM7zZ(mm&u3#_c_@a^eJPOSZQ^G)4v1JV0kx9kmb
z`CVXlr))kOm(CEgZrKJjy$LB{XZsm1=57gA*u3_m_zj(>2oEh8%W}8i-0;=FfC^$R
z+9y^CkdGZF6cR>2I%Ue4EBTnIBTjcl0<QK0WR?`t9SappV%bqN9*D0rMnsknp1!CE
z!Phu8;DWwow5=@FTJ%J4Mj}=uun#1IliQo2KJA3P3-G1T&0rlw;rvUC%_K<N<XLj<
z02)TfvYhxFP!gDxBd$YR)~-dxt$wYXKkie9dhJ9&2MSsppa3t`2q;mj5?aTaC`C0{
zS9MoSnxs4oo-~f8?(lfDpw3kK`(wPo&OKnx##!pIPxJuaNyo|fvh8=pp2Dh$yCoB5
z(1M$D4-Xx<8nzRbE78@`NiOn9z2NcE^mPM07biVq=?R6j7d0^HI`pbtg_Buhc6NzM
zl%L@Yd%7))NX;MLVuAd+)Ap|uGilJ}O>jaFBcu1weoB}-I1Ip+Dy%~fx#LWHCB%^D
z;-0?C^0FnysoE+f+f)25;74D-hbYh}r1wgt<&b&k1IDY@kg5LsaC2oqr?CrX5tj>#
zO8tBkf&wx+aLdl&a|l@OD8&MSkfVEfsODKeFak=Lo)HlWIXm9myjN2nktM>I%6Sjn
zLw`A?$Uj;mX0x(~UoK~W*Q26h94tn}OKF`}nAHw^<wEfMHEZE8EZ2)@;3Scp)_(+3
zzVmovlq{^)wbnbo(X4$miI?B+2bw|9%|Ub5QCnyPyC<0&!V+PVUs-{yYPPSgzX7EF
ztRA1_Ho1-k-th*@Z#X1sXP1szUdj*8UJZ8n@;|z6{3GeGkgrMb*^HLWWJe&#3E+}W
zxRA$#L0FTQPC8tFGp^Qb5;1kE7QfjZZ8!%v8?shEK}>%#8oQGVQsT(q=ynjCX4BQ>
zrB7p@XXpRz(MP&|`zJdM^Ti8Rkl7D4)yuv(SnsB@F?E*nB}E6uCCYXE_X3EqR2);<
zl|H)smBDpp$XQ+Ge{{@Ae0#f<m}LBl{pdL<<N&=U<yBrc#tH$js?115{LVcF9EQDH
zg?Qf!{AOhV9FmXdsDP;~x|4~MHVUhyb^oJFSbZd>Y+UEKu5LM%B*Ij{mB13w>p)V|
zU8}@1hXCKziXXT#XO`9yAhemgY#kk0r^LLjg(r_jmAl><?y@c=TOmE&RyuA-B*eFC
z<|P426>~O7J&l{NXCH~ko@Y;EMgd0_Qe>XkyOywPYnu0+2Tp8W|I*0rWITJF=fZyW
zT9f2h*tVha6cj)V;nPCzqW|U0){<(h#vR2a(5Sr9(#kU9n<K?B-nrGmVlEYy9f0Zz
zS%6nn5AUFv)Fv7ePYb-qDtasxmyB)+<w)EPw24o%roLf*XPuy7S1f{e{7+^c)@!sa
zI`^dJOJ9p?YE#IE*Kdp{P$dDv6UmqwM`1C8H+=GMyRHjpD$A?A(8$XFGydc~iJ*vZ
zxp^0fnnZ*Q6F$tH+WUtgmX^;}Ut*jd{*kaju>>njrWr+{a5IG_{gJ6M`ncJ^3W17Q
zmv9G1`PJ@F8Fb5MkEN7{En0qH@DSDf{W6R&`Mj!>Ce*ZXoI(+JRKmcse(QP`eaPzm
zSX6HDvxFHF14FXP=x*mf5#^p|t1j|bo8nQPTT=tIR{}cQR#L_kJPh?ZX2sWPNpZo*
zk@AH8eZA8PcPVx$tEQl48+rY4Z+6`t^`R<S6HCdijPv8Us?R0=z(F*1QlSoE<onN=
zU?4I6CaU~L1gAJstjg)m(_sD{Q`}H!rRn6Wt^Oal5Z|GSfymBi?9S;@rUa|-11d&a
zE%!Q@F;RC`^)eUyO^cYiJ-hN_&C;uh8FcidE`Qb9w(|@Fv4p<jnRl!SHzw#FRnZ0C
zz408;Q6u61@Og5})hl-8*W-k*Wh$}2Cc~P{!I4g3?v&4_3l6B#R?LAS*E8mHetW+X
zNrB)S2$K_0_9Mm{U`VRZmO`zWg@H|?)H2wY>UU#|L>!wSIV7n7Olh}^L|;<7<}z4C
zlGoiFP+-x(zXm9l)IT?vv}zd?^`gM8)#D+&<*gi*C8m>#_IB+0zg4sc4l!%qc<mnn
zd`9kHV(-{3zFLP<w$I-#M_f|LGj@><K5NP)Bok)535X#xB#fJf&5>HG;AG(EBm~8d
z^HAkiHa(1eT>MHlE9Se$tm4pwqbz)Yn!eKq<AKEQBeqTqVpX|1id#Z6ZDMJTac@mM
zx($MLZWp;+dvja!3fL*Yj6PjDRkwEXafL**ZfkXwPUd%+kJ>T6uIUyFyrBDUwhJH2
zU_VdFV2~LXqPxlD>e}mS5U<v?eq+98Z+f>!Q6~5bz?YDaV(J2EQhTka((0BI42VuZ
zgFCX{WxqvG81NhD9Vjs02?YCqWwJ1|Empt!KRU*li2b}DtZE|;SCqEH)N?E+ovYX3
z+cvQw8=LSyY7PP8N1T9JsC-g%C8O5oS=4Qg?EZ-{D-#PX%LBc$gakgH0Y8t~s4F8M
zJ7CHVM$cF5Mll>bW~hO$D9q%FlnadD0~vLe3ON?{K^4>^%j?T3E4}Hh!6~sbdQfi@
zqrh(=+cqlmA3L{Ma~v-RVOc@|F65sG<>!XO`hr?DZi6aCt{+)Oz+uY@EB9swo?7d?
zG|e@=U(4-l;4bOP+0P=`4B}*rlDOJzCeqcMA8po^u8cRe9`qG|_er~5x<-R}qx0LP
z{4k4!1E&M$R_E#9O4-^JXG}B3>gV<!V_xSH<YbdhAoR$|%w=PIJuK0Q0pM$8<4|4Y
z7&VFZz*Tp{4+`f#@(U?bf9yOD%rWq;b+9?2xmH}{B2c?3w#)WaXsorp9h!h(bqS4#
zp+2jzCK2)4m0t&7VsbXuPJ7SwHSX*@kGvm_CZ3~7ZS}ao9mF>jm6SXyH_=G2kqw8Y
zr_)%)b1y!(dln-dSn&Zh)wJ>|8@Xh4G{(9|MPjP?@3%d=lN%>KCz$0<+2BsO!`cbF
zqZeNk_-R=ya6?TGS`uYJS|5;i<FIh3$w}1auhw(lKvwkkC&a$t2-)z@Fnch94?I8X
z2m!-cKMP^hD*JzAFG-ThtP)aum^y3ZA1^)htdqWdk?8<84@{GqSen&rR`~$diDwy0
zv*nO`4rdP9f1G}=H+V{rU;$AG5wAO9w0wXn`T5wPk)vOU`<j2MqPc+U<M&Y~rlSN<
zUewKV%<?R*BCOK{>X0;r#<HpfgIhMTYtNuZq3&t+x;WHN<Bh7@Y;^?_`D>fTPFl9W
zu*8$p@EhlH;Zo<a8vqY4Dr*GV3OFlA<p|}LCM35YEie91b(~|X>lIte*dA{;5<X9|
zczc#?ggA*fBj}d>7t{vt*+lY1afRebi%8qH--#lIsn1kxKLiPGR_#1=hVJknzd8Pu
z-r%Z(YbE@J$t#06$-!_Z&iY1b@{<{ul(g*W{{GXGvh(NbGR0V~yj8!lWrb#F0&>#T
zGgIQc(uz24V+*#N6tbiq>eXe>b6<g`8G%iJ^bQ<wv9JoNJH6YbMw~{FGvKxf;4&T-
z9i4#8&Wps@v%LchqZhv8W@KLlXG56`%_uC^dO{(|?2j_9XtdVX+r9Fe9u2)J#8dY2
zDC<4Yh^Y7Bhnf?y$k~I6b5(C7^$CbL4e$T3lwpRy;izq|)8ORq=FcP9Iz8Asu4<{M
z@#TpeIW;eB@n&<vS5Z91|4LDSgiHv0$X#2{vI>^v=oguuA2EuA++Ud(&OKLYF&m1s
z`zONBycP6Ub7O{%1~`{zt8TSob6dZWO4E{rS=huBmX?$Gv#99Qe-#zw_)=tAFN)SP
zsEnM{vkk4pTWV|<o!_&FV>1j_IFMZkd%qxU=WXsFy6C@*RTH}Vt&`~e_CP^0_K_4%
zOiU@UDo4iyxE;#79sPIc>w&G|zZ__mpSHNf&Ir-X<wUFK)_Lqn(n{>N!rGI-mEpum
zN~rmI(u*FLLTrbnb$f+hFrH7sd$zV5_XOlq-6}zIw6JJ*xRyo}5SfjL1Ws#sx3!y{
zBqGQyWC%gI$Lzs*2tu#b<Tr<{xj-a-D5M6?i>^I#yqWr<42YM-fK<vKd;Q0L)!(Zx
zJ_mGb{J(CG?`o}k_Mek`Qt@Vj^|ykFfe0_8{;H7(SoK-Lz#X@u*PCzR;{G`76S3zi
zH@>YRFi$?=e$S}H<N<&0)a`xGLld(H+W7~33REG8EURhpte|F<himOajA?LNi?oos
zm4o4_H9za%D83?Qe&*@rlV2<E!?TyAh!!Lt-pEV>R5h3lN8;vnXQ);1gpsm1Y;x>z
zvs^y;kvOV}nSUkHpz5wkzgRi#3Kx0oIX`xyzj>oOPkUp>ZN2a{L=OASVABKBQBKTB
zk_u{f2J6odCSN$saBt*oBc~gV`1+Fzsir9fp_3jBHpu7%2zYYW+{xke)d^>$=(fxd
zpHX#7*E8I2t+VVph=tiG74WCs2(_8(q(<2Es3kF_cg&f+80XAPo^bGg>w}-!K9*D5
zB!a1C{bc*(k>Xtz22#-(2qUVWRS5ke)gt=bXv2zj?c|~PqH)lXj#JJ?KuA!_u}=4@
z&h1iBtb%1)RiDhW60USku0VuTX}*H5Ub^oXCr}f0cTLRoK67<~fwFSeqeUTSo7KvB
z;>hkd?bE%Zk(4-;lQO81eK_eJp;o?pHz5erQ7h|WQ3Ivm@c|_jl_A;leho8g-hOqL
z<;|RDBqY5dW+tG?-NfDV`_4KCbMrZQ{5K$=tmz57P0*E0M3bh2JSclxlq^DM0#5lu
z<nVzWtw1u#+Oj}C;B?^qVaSTazp#qU;ASF^hkwG}2yJ@Z7TCMbv+VJ9lt)_gfLGTM
zBmG#T!lE<MDXUf{96S2+h%<fq_nMbHV?X{N?Lw$FvVeksv%v17N`2eV6*`$X+DPt~
z#r)(V-sPazFlcAM0dAA<dCdoz7C042%1$6C`e7l})OHh0cBS~%v9SlSavP(U*bZSa
zBB<EmW*k5x6g5Kw5fKjq*cIQ=@rrz`%iVG}Ht{CQp@QMh#&XuKwqMA=gcYw~RRj0)
zx90AlvBLGnf|897KYX<?B><SG<SZ{!`QX{%Zy{OMjIIU@pVQg>A6hcd#mC0k#M6c$
z9Ix*0=k2=$FZHTz)jPxcTU^3Pf4awgSa2D2&{Mr?Ok|<!Xz8Fms`JSZpb|xpm^}DH
zx}OL-z5<o-_Cmq1Gf&PvBI(q5qgaz2!(|Vm=9`Qiw%WcD+fK%l6O+y^BHBqCJg;Fn
zRvYNop)lppmg%*6u1(mc7IiYH`B7`o5bC#>L>h!VRbjay-Q$ya7Pa^8ByK61`YWvN
zV1N&VZt)&eRsT#9ZJx;^*&q^QG9wb?seWFlisF#m;QKvfhlzo@7CrCqFzK-z{uO?i
z(}R=v^QiS!=K`|PN~ap!yokh+6++-s9?<u}9OZ$m?CxS4e(ys3O>hovt?uP@5>Deg
z+wRXcq~(18WXC#ywRLgUx7Uu@|HkbcW8<e<Kj2+72ZuVINra^>%`e@Ah%`5Uu&bMR
z;Kc-<*X+J;{fN_*;lmCgd|O=or-MOAYog$W)^jZl8`*5XQB}EC8y1Fs4qcANKf5%$
z>SWiQBmdD(Yj>h<=Hn;ZXi=s*kmYacr!ezYgIV}CppcZ6P>gp(gk)C_@CEnUS}SV-
z^Ij*El)hTom@f6LK64jrPy|lIoQtk)Pt<qY(unnr<L!P;WS3yzoX18FA-%9<IdIdy
z?&~rLk|af)!50`<_<}x^fD=Fx3NGh3GM$Bc=iaMRwa{g5r4C`3#;s{=tCuhy+2S37
zBOcuQ>B|ZCh~DfW_fy@GtA6^$mQH%dT8@mrhwP2~D<E6jlSo2o-S{%zns$U1LT4R@
zkDNIEk1k+BZiX{^4%w13W?P1WNj?5HGy~TtGbccp^#Olql;3u>{qIl!=Lo3Nav2mt
zP<a45HrT9k7=|np9)w7GI|MY0;e|ne3|dN`X9Q}gZpwT18C?#zN$1F$+5KGSFX$E6
zsDnv>`_jJPVDkKO=e?QItL+klJzsCA+TI4<9X8(M`4i<t(7Wl!95#W<jFP+L-0)B7
z44uI>_wBEpb@&q(IU(*mbNup<nKmW@h8@6`e@4{~S=mr-R&v{F1(lRJkxgyw)5+hd
ze%un7Y8J*rI#s97P6CThPS5pD<6kWeC!QovK;DDujh*EgzYYwV2W|XSV=8ZKa)If6
zjhDmhINDZApaA|9(P;v6&lN{#%dT-kdLs^z`0IG@`$_r9>3CStr~J&Su^beu6v}=a
zkyc<-?UzX@;GE00a<sLXVep;247LJMH@z+eOHWr*U#(Ir+<WQ@@ylwUy}96ye^-j)
zm{ID&UQl^?pZrXe;M{;}qXgxF^(-t@RqtL^Ma_BpHw%NX(Ie|)UORwF4-m#pc=p#!
zo_zE+Cg!sgwQvmQ{tIwX+FLE6$a}9`HL$~Lle7Q?m+(kzcVU>;0kmi=r+JI1c+9W3
zGb66So2k&j{hf*~y}P9|tqj6f^Q$mMx@npl=(-Je>n|)E=B4joqmx`P+Y|Uf-d@jS
ze*S7@595Ij<uHP1?R<#7?oHS%pzNCjwyvABv&shtBMCE}wIPEDC_2lkmbkUSvk`^{
z+M_T;;Qs;OKp($Us^d+I{91fkaxa-2iq*OoLu%Lc4x-c#X`xF?{TtO5#_8L(YI{BE
zsn=?6R(o>@QfaNLXeFh(TrLElC@7J=zZcKN+m!zRh{r2=aiH`!E_K$Byl9PkN2;ps
z+Md~^S+`bE)9Fj?qN0k~QA2#b-_RF!)Rlz=PTJ`%Hv4V1y6I_6$#k@qF9CcAavPR>
z?5*ZoyvVY>eWuc^=@Dz9Ztr)rBsqI?QX03Na?M|FsdyzedUOD40#oXe1dvk%idk4l
z-K%Y73C5QlsO`4wbW$;`N~=b*;G{UL#NenH$8z`#w(N^>6f`)2$~o_EMO~}yvf{TV
zJrwqT8MC$x_SWL}P1J?j(&9zTdNLM5jHcE>^nAPUVh6Wv(~D9s4KSf!j`>IltWqVX
zJ`*_^W9R<>GVU5TQQdDAn@zJxT(vbtMU8YV+#FRE*2!yXoweL3>*?D<*LX{gDAGEh
z8wp4mJbEkQYvFrI{43dX7dAO>sI^tX>u=^YikYfySpAyd!xgl2S4~N7t3kBc?21rD
zR-XuUrG<sI<Rxg1qq06B5vG0zH9msXJc!Y@J9W=nTJ?3Z;+yq$qrbA<9ijUJ%3uoH
z+N+gKT=m+K=M(eoskiKOKQ5*lU3*o&E$5fTpEG_SY&N|&tgZS+*=e+0k$k6POj|Cr
zN^;=U4P^oysCMgnysg9{p1P?hZL-h{aHyOlags+oyl;Do4(fw;qkWvdM9DgfkWs2@
zu14p0#ralbm#ps@S1E}KAml@IpkNRtH?|eg2e93MY{zID9@-2$Nk2*}efm!!?(1o+
z%c%I}<WPaQEybA6JoZQ=Mv-ocvZORwObV)G&O<CF1oj5E`1<Eoz0tS*5p=b3`ik4B
zY}NKFt!1XkerD$71=5|$O4PLNW~Z;CWyfjVak8Y){UK+hbwL;p!J2Jf_{#FNcf`|v
zSZnnPRI1R|$^7Wj7xQgO%|x@*E@p?*ocg7%kE|pevG{X~LV5LaH>A=etCv^vXEmu{
zA$Ku<(!yztK<QKBgYyuA(e(m7P%sr9v;0d{XB?=}YYU_rg*?TgEGY$%UM-_c>VKU2
zkVQyi=6@}dmdk~y`nq_gla+*mxZG@-3fN918@4%Q7n)+=N$SeU$GdJ0fq=FVa4iZ@
z*VoVh5E6hB85^~!XYB)MdoPUi&e|T<+}=<2FLX!9FtDx&&|lh&?JJfROwk9p!cc^Z
z_R@-u3Krynjt3%#GTo*Lx_&pV)RsSoU0raZtYY7OVy{boM=DrVIxCxb?M-Q<tN9rP
z-j&%Oy0Yh_Gfv~(P}x}=Y0|fUi4J;K)MyPmta*{H->SFO)>Y}c?Rj)vwaa5pu+>|&
zY+rATT2o9NsbRID^(6&Pp$SRr0Kv$whdq7q30bHp^gULcp&DVEW7k@}NpP>BrEFc7
zTHO*F{JPV2sBy)cbyAc)0F))E>LoxQX!2W^<KT0e%<5iw>a8<LYt}j^P}nV18g)0z
z+hykOI(Fjw$wI93cM@rhx|W)u4ck_vi?tfkrL>yEP4J3k3$r*mi)KDXHt)V0EaF}+
zF?f@U@m*#tltrQ}kX_rMDNt@Nw@`MPhXqb@l%Je6*OdMH>0h)9BWpJ;uXSuw(fU!8
zU6FTPk=K$Ww@V(*;hbvrW%TrfbTmm-T1rf|_iG^x<*F(*LAr-<A=wv8@~f9R`{6&F
z+_L6(JhZh&lhLeQ?{=qdZP!`#18Awb=?nb}AUCG&S7jBps-serf4&scI;0_89VguX
z01%%MT$tu}CG{?r(wdRYL0PF&XGJ|P<a&nKl`}_tx7XDvZ(Oak9)Uv?YXo(FT$QP|
zih|`hXT`rb`AyB;0jIRymb(o}QAMn1H4C1lp7(BLhAAx<dNev$b)lg3gR8kEwbKNx
zE+t(~4^0Fe0r2O`jWf<JV%)Sn-tSvL-KR>{YATlO>!)tCG{wf%Y(svfO+8IJf7aa@
zQEaqb0Zp%@H$7yco7_wzHmkIDQjiliuoUKwWP+^Q9i&u}uUIOqbL5>!Z>ZtHfIuCj
z3KJiiQ3HpkcZ8<QZacHk@6m2{(%Mapwc{NGu4(BOb8^k*ZyQ;h4Z_i-(QiA4wnY}v
zv5A<bJS(#`SjH&!%9O~T6Xd>-)B5+CT0@qV)yuWDe*DdS7SPISo29f_?iXi6KBG>u
z&s%g3B?@`7>IAqON|p+f?o00>xlQnyMS1v;qF%n$_pK93l+s%6`i{=k3YV!WSkmE^
z4JMnWag-HaizzNHuc4<_eJ2c_JpTaC&PQ3k4b`D}^UCY?qP%J<U2*v$sWrp)+pQ9j
zc+%RDP80cEw#M?BG_-Ye<ppJ74+57{&<7rD=I6%0H#yCsZaM=}TJ%M_!*+Ju^?J1R
zru9o(P;GVe_bOzU?s|&s+8g=0N_Q5PnL$u(DGE%H$JR`4EvHCAN!qfihR)s*80(FK
z%bGdEk|!d$CXq5FC#)PCMx7*6GHaJ2CIXnCA~i{9hRi(^ExY>E+ZCM5{*$nd9$gzP
zxLL-dbjC%vb8N>iVZKfBtNS$rMcrsTe(5(X54u7oV<xf61g)LVFORFAH~D*c&^FFo
zr$-CZv_8G<I>p<?V@%N8DeL+v*lSK%Qp)O0GFf%cm~f%BI1wbJLtOkFU0BsT{{YY$
zQ(945^(}(r{p7tvd8THjndhzAdh2zjYN4WliniW<fHIU+heBO-w@+81merGd0rJ;Q
z>;7$Df2O)p-Kn(Qr$bz-*rmQ&k#n<~<CnV)Eg5l|wq2xg^w6&ArjqDXbdnPw5$X?*
zUSH^5SMujW>n>VpeLc&~Sx?M*DjIvPh_z7ZYV$`^rgby*1uodxqEP65j)?l7?|`eP
zsuZdEFD-0Z(vEgTY(>0@b8t0sRHYDjyOdbTO2(*?E{-l;EcnJis5d#vMMzSCLvW#!
zh|$K`yIR`?qZjF|wY$C&^orT6#8KW_GBAuH-rQEDopiNy{vEj@Vi?=$Cm^HwBoa|(
zYbdFdKWwOpQYk$>@l&R`PoeoKsx_vP(Ykw=TB^|gpG5`#083b{c4wJQUH02X`!3Yl
zsF_*or*%e|)vy-D!K-ykFSO-5Znel0Z07Gg>u9unhnV{3n6($0fGzrB`>d`vi+j~9
zA<DEz<~LDoqZFZ+97n9e0|6gO(6;`p8&6bxL3}{mPJ*>+USRVgtWmjhU4rwit`(Fm
z(oj84gIMY{9qp@QD5iR%oF&IxN|57-4T7Qo-u$NJ{{S&Q5_!qXerI#DP1fk`8jG#s
z(NlG&xY}>%6&D>ZdTNve>6@L|!lo*g#d=#m)=d)JN($OY;=bRDO2dSbjggsyxo?6N
zMp_Y@g%VO-!HFJ2v0%}v>x`nMQNu+HLbehCj<NeODYuVU-qLQzo{=~8t8`k{HqbUx
z=={3&#g~3f$2WN1%8O0S$f7p|!!t1*9$P`0jU#4SB(jo)T<IXixVi-r?2s<w_-*(@
z=U*my&!qX0&22Yp(t0mTx2S4sFBSTuO+82I*J-<@s)l|}=~A{;^H&r)l+>Y>q|&Wx
zN)ghf`XA#{oV=>Nd_HT9HK+NBqO}I3y3}dLE%vJhrnBBIGfS$i6&DpMn%!4Y>uGM?
zOJ39dqEXU?Eww_39Alpo{{S2uq1POi)Ot5V>qm7(_VV?M(V=ro>U&re)HkXNg-Twz
zU2PVonJH?NsHqNAsnP{8LYaAGJ_h6_n$aBn=C+jO-lwOmv$KA7;Hui|a%oj?O)a+5
zU2}X<Rj!@F9Su?`)t6~j63QG}LYxUgv54piE5XZsr|kf*ZI@Px$*7z{aSmA#Sl9#m
zXdJ4Pf~z|*R$arC&MB95MA5+v1CS=$xpt9kY(^?e(I3&dYkz9d8*66iqpR7?=@&k$
zOQ&fK!ooCLH<sI0Fv+UQJ~}PZ1#odyyO+RqlQ95>UrcgqmQ{S?=3bZOy$#K~HAbd>
zy}!+0rCn=uO<QdD3(ZT$kq=WX@AGSW!3~Orf|j5P(wRJUZ%1+x+3+c+`G?PH?Na{$
zG3sbEoh5-bc5JQbR3FbZUYunqO-k;!^%A<~=n`EiNc6*}(kcm08#<@qN0HwN6jgr^
zT2{MRYP*(=Y}3-(F4y}<pr`dJn$v&ODvrfW@=98{xh+)s%SAi2H4ZrAY^9UqKZx&(
z?NQCHTi<zcP0E2_w%;DKuCn({t5v9-4O%ZWSEk!;fvq`cakRMozMrYrl%SM#kO>5j
zw6wj=wHa9U_L^>2*{Z9@M_ppMVwotpi2SalQz6_c62MT5QJ@qU7@{W=Zh)BC8XGps
z**~H^n{vtRmCR&+rCUZ9J<YMQ$EkSFAs&+U;o@xv4jad_8!S~d+S+954Z@PeDg+>$
zz?xuC)n5}|7}cK<I#$i35un=9_WMSoXHl2VrCs`>uBMvXbG9(iPvmxH*ljIcYFs1-
z$y6t+q!M-C!X}llYfp%7Ug_;sX`#I7`ls*D+^x4NbXHJRe4dxR)=)K9PVZB1GP|2J
zN$6Ti7UGbSk_k$Wgk2|N)_)NkywjSl(MNc&R6nR5x?1jZ&DBuUe2$mCRnawDO!8FP
z+Ba5cP+M`blH!nsq=Cm)J}Y!4faO;qb*8rE){fGe4^`RKrx~?gG@XLir>oNC$5UDD
zPlHiwq@`2tH%nUeTMK{HTQyX)^=zrSns#1p?{Lk)*ym@mt9C8ide=h}H;#ORwUkCR
z-NNbAN-mUD%Im&5h&eB;oJybyX@X*zfN%kZ?8?B}FQf~3zf4`HUJ%zS9g$oq$=vq*
zj58+B?znB3M8n=sVVg6Gk6~}OYa<r0MIs8d61ZIMePD+X6Dgf@-RlR#ha<Uzt~p7h
z^iGJ>l=QY53M#uMlCV&Ej@<P%qSx0@)inc6RxX*E+KQHuR32~CY^iOnJ!oGO_18Q3
z<<HN`biS?BH%)F@xf<Ipp0(-QLk}+GDPLeYOK;OwYATAllu|oTfR!Qj2Grrisa#@p
zy8D}4%68wR?)vLp>mzr#&`?|KSDjgUyV6zMs%qO}+{08?D}&Tw)zvuC7$pcxZWNT1
zBuMv{!k5CIIr(wUjVH`*V`(-t&Xdy&U+XIB>u=h2xzg=^p1N8n$)mH}?o~`S#Z}3=
zx{8{n>FMa{sotrndA6HW{30MA_EQBXC38Qw=I-zr8CZ8x0)ZvniV^6d(lR+`##Tha
zcL^CWGhE<Z?(U8?t-ZF7e|lnV64kagQ*Ui9z}Sh4YuWeIO}JSV?6_h-xn8}PyRMd2
z`fV*_O4>2nP6$bnDNLLoDhn4QxgWr1F142}IhCw6=QA{=_dsci4qRMle>>Lpn%yx#
zio1rS(+)JGKYC_`AqJX?u|A|J1uKH7QbM+8$NvC1^aiBmJ&R1}PGRYdM|i2%7V4{=
zCY02+`?}h*QduwI@mcvrWkYCW++VgNA@xF>KuAXAJ1gT)om{ND{5|W<EvEUCqOban
z^yZkPq_k=MQDwbcRGMvFW4PCPl(yQ+ryFe+`YMv|s+4^sNs^i2UgmN}@(+9-<U~Oe
zf-yey7FE9EXp`w}HsM9gE9l82*|LQzbCtU2Fk;y0Iy$ck3z&*7?NIuJ0twI%DZe_h
zJ-uxzGtrM{4!sjLYWgbux30TY%;fd@w4w^h$H?551ey;b5orjaqtaEpbSpDq!s;vt
zND#^<AS4q%5=fc-XJR5iBonkrzyxE0bKpdSAn)W)lQZ5UzYA;_@41}B_XD}^XWk}E
z9Erwv+ii|_?<3sDeu}TmDmOdsVn76Y<|at?^N1sdxibPp?YD9cAY>iHN$nV2#{U4Q
z^D}`5KKO~;aOZGi#_)fX;No+P&Lf2=lY$1oPqtzrL}noQ5iyVhGy3n?%*pU@aUC<<
z9g+4DNIu|3-bvrS^O2lA@CZJ4iGVj5KK-M3IVw|_AaC}}_97&i2RmS3aAy&XqaXu~
zw=pw_1jx?7@IV`6lZoxz<V1HMM}3a`Bb*sI$M@}wj03UB$O8&gM<?HLw`1+J&+XW7
z6OE1l@jhpAXLRR&;P!@OVnI8I`+=AcFf*8r8UFydkr5-`#zsbQ_u)zpp5_VnGvw|2
zNt|SGPw00T$CJL$Bxk4e?C?i;6Wo*EeB^>L6CT8lA;)c^ak-HYW4PV`08Ep@l@ZAv
zf5Y4iL5P#wj86=lPIEXI?l+Bw+f2cM8$<WnV0k-;o&NxznLB_3<1$C-JM2gJ#&CNn
zPZ-2@9iZ+(8%Trxxxg?wakLXL;7Q0EZT9Wkg`arX0}>)cW3)s>`Pz61F+N}kgTHOg
z3<6>?-b@uLBmLO@Guu7?0KX>#g@K7U@#MiKHrpo~;v~lq<bWW~3}9p2#7qMi!~wVy
z5itfbJ7Z#EH$Dg6J@`_ex9`7@bL2;96XrPRj*0&OftpAE09A_z{<5h!=V;78pXOBr
z00+M0PWuuM9Tm~7t*sxW8gVK^jp@4+YeLdev@I68RH-XT0HsM#AxR(*K@q~c1JM5f
z_se*Hu-N|q&y9FnT$t9n!^iZd{{X&!_AOX&JQ@E0v`-kfgVY2PJMW#bkYJK0%mXpT
zQLcaCuCbo_qfleCes5R~{!U2FL4g@KusD$?zu)Y4#tu$N9ysz(%rE*S`vSRk>izTF
zf9>gy=?4@OwmafvnLZ|G8~FxI@4}dqkKeh>@B5zK3EU9}CU+$E&xzZ{Mg$$t58QVi
z<^lV}ZwCa=j^3)nOV}R-<btS!A5q`*-+js8jprWTGr03JjO-_D@Vt_9o%SI640qh^
z6XS+4nK6@-_K}0J@_SC(aHTl_3G74<B+hf%6i<!tOpuQ7M1H$@?m*l5%6pK$;QNW0
z?Gk>|{ri!_>iv5hov=2LW<i0FVgzud83z%7Pj3K75C=&(*)tIX1BJfAXJOxO2Qlsk
zaw7+W?SLn+#tg@hJ7Pf|MDVjaj2_-6-`aLNgTBE^nA?srpthE#oCFl93R7xHn3Sv(
zkYJG@%t?rjGs`}|xY6{pa!=+I;{nMH)u4S}+WrS*l#lBGQ3?J%xYy%<W4`!T{kuWh
z2Yu9lHanb2GC(=VKK}r5J@LYoztZlP)(nK7N}=LEg+wu2##NN;xB(^#RO3)&@5T>!
z<@IehQ`VP0b*z%Yz(rC$k}!uzKTHCZsxq7j*JxXftuD6W+gc>0ZK$PbK2oHp6p}m<
zB625;_Rp`bG(jxfkS-MX9;}Ay#!h<Uq0`k8905QkI_6IbRtWPiQ@FOO8F8l&Pf{F7
zLeOF|l??a<j@U7iEco(49Y6`~;CTaVoDl*z-=W<ztJ&!OrlHtBLZyoK36Uu>7lfrm
z5T_f6-)=B_$1iIs`rfrW^KAf6%PfZKQkW;D22$IyAs|8)aym~6R=Ot#GyLQn0rtr9
zNbm;)&PE4(%n9BjaT6o~u|5RH*nXYGvryXEbtHu$)G4)slLx2}JQy%Ri3THya$<8i
z#!P3xj9~u&+DYL`4ksY)V>prAPSQyrPIjIV^9DEH8^9(A-1ME|e_2@va}yC01a}eJ
zw%eE^hGIJ&!gug7yot#Dci~D1-^73*ZQf#IGY1*kGXx}=+kK-yZs4BX;~mU#8!SIi
z>RG34$DLUTN*hX+vP@zVC;MHoJBZt2+4KcNsZB-Y@kr1CYNl;Kz0x3`Rn<#uhzd%h
ztw87LIpIpz%u~Nq@)@RO$KG-RTV(}nGGk$|l9?yz2Q#_jU|O^Ty$PzmR3eI<AULKF
zw0gZTgAYDorbpC5ps8U%K?XRz)M_m?rW#!(o|(F;f%Fo=1tnk<e_vR7i@#D5RD>0X
zGYO70&ErvA?@LgteMx7l`npzS3?NQEnflH@jl!a0aClO-1x~K8*cdcc3P$P{ASuL3
z7*dB%)VGX1QcqDoNeSv7!~u>q)z<xVye@01R<ul}od7pZm<c2$pg<;44^q0-GJ1(P
zvt$AXV+78|PA3t#@IKOb1W4~4{2lupw}YPhjD;!t_sRE>kpyf=f<Wvr2M5@X7|HNE
zZL}F4PEHZn_8)T?ARJ<Qc9}iS#E*Y%uzi6(M)QG>eiW#ue3K$)01s(DarQaxc!p1j
z#P-CE<Mfk{<&ue#4kjW@&+q5o86Ad8BnSpGIsPrCA~D-&k3IsFVD5bECSVP)VEK-~
zMj-KDYP#3iE_Un9rm4z1m8QCm<!!8PJxW^Y8iZ9+RJGQXqts#cTX7v}QhL#pl*l&u
z@<wL_>@a&1zQ#A0B%Oinjk}J=aV7}ykZ^ls`8i5*n1?A&LzGH#900{JOacZeiXb3j
zm;^vTKtMo51TkMkl~uZ_E`q8ex+)P=R!HVeRFzD?bk#{h2~L`coS<?Xf(9vo3{e39
z8uXT@___Fr)>?Muq_r0^Dr@W)iWlvdIyCA1CqlaF8n)EcMKkrb>kTD(n|Y#8=lRf5
zkfNTY1sV5W;p@$QSZJ<Q>dOYO*E&N<UZ3U-b=j76HlelHoT|0dY0WiBOzR4|RZ_O|
zZB<a$AcoeWm68bhgz^e^&$xk^5={4rGvjg&BZcJs;OD;M%pK)e#B4EwT$?+9owr?E
zZ5uYXnmTsf>ZXNY&7d8_a{-EV5lJM{R7?T5V;nc|0fPqUS48Z$(syY)JKA(k)TX6n
zc9}B|4JQK88}j3wnG|DW(h?|xSI-_gcFc(=J+f({U_?wO113G8hPnyyk#o|#@c5bK
z{g0Qrn#p}){bJEN6<6CeTNjICce|#qzSE^fqKV}*P-$uI^aa#1>H0uNSX9PW%zwk0
z<Dhwet98RX*QdTcq_o}RQdL>bigwzHs%tF+*9xXsxQ$hDP;pe$?vyRdcuas4kO}GM
zu8h>R8ZTGrU13PdDr&T*q_OHsT4z?K+o-9rT<LCXGPhC`q#@TSlG>J(sYyzTf=THI
zp*+X@Ms7Oym-@FuvC4{jBigr3UNqfR;Okc|NTsH|P(5y{d5dt;*8ZiYo~6Ks+^-|4
zSt<e!DJu!IOK>cxI}LAGx8o5>tlG|k5EfN3J4{S<f<OVl6k8cw7C1XX@DHp6t;uI!
zzKmN@Hs1Dw=@`e^n@PJLJeRPTM2^r5$*Yy&+?6C58rw0Wj<F>O&wWdveO*Ao&G{oP
z0p#C@K6}=DJ?rYNaYv`w)akC%mHKY3()G>DKysG4zSVIrH(H7-foaC7Z8XFMQn-}@
zuAq|yZNG_+jC#+Attn>GAJ8UrZNAZ{+0>3Z{Uu(Yey*;b*>kqC(I1f6TV<p*b*XZC
zT~dfh`ces2S@0pqURraqx0z1!BFg3dpGvc&1*(M?d&Qvv%j=qx=AUtPTI+pFp$W57
zp(*)}mdk|n$&kK0ISb29N!N1K-dovSu+!?Mb!fU!uJL%gC)KgJrp+U*F7;bqRLELx
z^$n;c{)LvoAgL-R>gq>luXeK9CCn^>x5G4(^=V-;rH)Jzh&-xf5|U7)Q9?0L;8Uv@
zd@4JgriCz3#M=Io5MG8-*OXQJZ8Y?KoOa}8EU-<Y*F%wcdbhKjtW}&^D!6Rfdx5Ga
zQ3khS0%nCW{;l~%Q9q(S68;kT7tD@DX+3kUw3FJ4Q0f=8DXOaelInY67)7&F-Ym3@
zH%Vr^+o{l`(_5Q!scpDcr+U;B3PA7=#Ahol`X}NKS@Or1HhZ0A4Fz3|78@-W&);rK
z{MSoaua42Mk}B>s&a&-&LPt=2@P^?;gmnz(m-_GHQ<b_gi%x~J^FGO;>62GoOjXLy
z%`G&@t#x(vRV-YuI!53bY4;s=rA{|kmVt3jpr%x=Ex!(Y)cL=Py&268Y-(C!x~luz
zx`R_*oTInWqN1ZkUTl`ynwJ`Cnu?XCUUJ;RI$C9xlG|hGNS;11Os@!8+xF{P<wEF%
zBy{_@TXCesgY&m?4gx|opt3R|)slp4-9`llr&Qu9;Ds<|tFH@#Vi)eueH^wp!)0&w
zNq(<$?A{vv+Kk1MZQF>+MV>HitEy;|$-X4K^L6E9+T3cMWfqOdMqqW-Nc**vY7Tw;
zacLbj^7^i`nEGc;{JT^FzfkhZ-)3*odB2urk$$-7`f9S{s8DIQ4S%lUpryj%fg4Zo
z=;lW+^c}~V?CXtLrnHmS%54;F6<Ut*L1m|_O|{KY`HKwITwkZBQqXJY99w17kN{BF
zo;^A7r_O#*YHx>qX{U7OF|;<Pzun)`pO#xR{;9LxtBUD0ZIa_u_sd&q>RoLt+vw{3
zQtDeNO2}4B9%*tj;WwF|5EdJzq|vtxBW<+WF6*(>RBCIT(uq#jwM9vAak^%$mOH}M
zgj3g2l{mDtI^F3TDDh;CRs!kSt;BnZ8armJ<Ykax@pdc{j~5=Kv~+_vMk(5$cLq_(
z)oK8t6ws@I3<6_gKDrt0CuBaAdoXXZ`{w8LtD3d!*$aveKH<2XT&0W&_E$Z#I}nPf
zOh_Xdn`ox(C4|k^Y#=Jfi-c4nNeZ5k{6;yE%k6t`<wF`DR%y*z^^%)fo5fa}yU<>#
z=}~ffOAC81Ra>8aoGnJ*Ug8iPQi^1e3Q0P@L;M2suU=@|2DY```F%rd)V6vH?W&6H
zd%rVuUB2f^ipn)Q%^sMpqh;4vb+wePw1kC#NFc|a`OnFnU&x(a){NG!S|7SpS}5<7
z^%hFHn#u?5^|dvWY`ELilr$9`LZX7Hw;OVm1bT8L5ywb*QTT;&uSIghLg@Scljalm
zy(6SF{+NC1O%9uW*;u;`u9Dc7ny9PPv=vP@>vXAbg-|KPl@LOpDOVSX+}4$cYO&d7
zE@tIj$&UF%5OigkJ6Y4>s#12Src}ktgQdJ&iew>5I2@X>m^WJ|+ef5c*e)MS@jl8V
zm0=Q+HuGr-2&9=$La~Uqm1L`rRDR`01dEMD(59%6i>|WDkPJW~Vc<Sb>ks^0ejsgH
zgH>CqE(_(>pw(6@{kqPkU8r)PTW^|9;))ejxk}5bW$LFKYu0guxQ511R1Y4=_?P(P
z<-a(2J*jzdq_oz!p}A@|Y$eL=Lq%Ytpr&Tgs4aKL5`%8kH+qLw;kLHZXVGaSI8?j>
z4yE{O(Ha-xZ{lZ}Rl4fYQ&*>NH2UwE4B7txGOV`0^LI^WX;m#d)mECCdWolJP`qA6
zJwgz*G*3}NV~w%#$MDn1{!en-O={j;>9;iP#=BfmY1-D!{{T>3nyI0yuxcBLP-^>g
zxhb``QD|fO#+HNqcS!^&1o)hHWJqlu(PeQ*Oq%v?))_{w8kr(QH*k`RN;XNrdf`<#
zr0~m|>NZfK1|bY{7dZQD{vU7l-=fyq=eA*U*vae)PG<RQFB>qErLSoy$8BTnDMyiJ
z7$dVl9>J15AqC|ctWimIkU=Gcy`%UX_-f?$IC*cWb$2oJ+q#bBMXoD!{S#lGY70YD
z^fY!IJ#k8lRy(D+ZaC}rXTG<VyfhLpl_dG!<6o3oACny0wP~JT+ugNTu6iQVs7(Xc
z8vCKAt*X50D{J6X+^Q<-!)tER!>MV<*U{8q!hjl^mR}Hj;pFwcy4TB{V*Z`BT&q=b
zt)do-1>TwJ(@xbXsr2u5o0?Gasn}(rrhP7?w2rALO1Q-NgUqdO%}qd^Ps|JR`iA-_
zn71am`dfV=Zibo1o?@A*Yh@)BBP}-NQ|=@+OrNdQ6%tQS$|EhC(YDZKE(f<KtlExK
zT&&>zqa>$bWfMTChqIMHvB-8uB8KfzSjroFILe2{q`P*ruvu?Ln@eV}J1q8I*y3GB
zDLJ$cqZX@QXeQay^<NLtc8}D#<UMr-+a>C+*reQ>o1kzjbVUB;Z}D;bM3G=`N~_{m
zQM+M7NToE6X+B)0t=b`I79&Et<61erLMa@#1tn~^b!-atesYB-^gl5krvCuJ{BuDg
z<DTw0lr8RQfA<d7t}Uy|tZA~jRE<xeMNqhl;*tOwVOp6i8%mRQNm{{LY^L;h_T1>-
z=x6@H{{W&NlZ?d=<-eDFmvfp~G^Qj8*o^V>bIG1e>h5~#_jF#1cF@Jui$z`TrlR>*
zQAI$-zKW)bk>?$Hl8U~g)cK2rD`;)HcL`I3k|4&qx20`c?#|jQV>@yyW^BDpqj^bI
zO_>=b3gg#=j$NYBlsGD*KEXgTN-A>zIuI(Q-W~6Lk-mgawkrE)7LBEIHQFTZ*OQq-
zJ~{%^P8rfqVa5-zOpTMAl?h}YjM=?e!H&cPjU42lQwfv$!2bZkRIBBUZzDM&UCS!%
zF<jltn^e_T`m0OyRTr9&{{Sy;&)c1;sB`}SE!5g7EuWB8q30ZW*tD-txK|&PB|J*_
zQ2ZKxExt23Ic(>LCT?7*b4Oj1sM)4tQfe(zNqhX)P2H+3H5PTySoBt;MI}|js+y%X
z*RFLo>L-3urP_+BS|!`-E<QWwm%@)T{vY)Hw)?DZdQ#<Oy<XU~G`%r&yH*5UK1ShN
zOe*Q_b~`eM`K>i~qViDhLG@6ckm2g?H{p}`=W>tWL*YM8at~E<x0>49R9G&0w%{x6
zYtvPFWV3zNw+%%@Z?-Dst1Pz*JtK6N`^{x@V%uDW-x>>LCA-~aU9-~`cO{py*oIpu
ze$w=E7b4|V^H{`FL?fLNL1!SF1>{adg{#uDYyvLFaU+QC0YmEYUFoyS?_{sOh+NkD
z`*z|%!fxM2I*cQA+p&;tyQa$^$j((v5K!K(RL(~#7qc<MF}u26CTa~6t9}Q*F*NR+
z=8aV~(^dRFb7PkJk5jLgxA*GQv}uc;oYm~p>6`s^6|rqxe<w{Cw?6GPKjoE+VxFP8
zdWtvLXXuaO_x}J0N8#_{JK;Z?pAU8pPjhn5d)M5t);cQLbkufD1T5COg>{yy!KbS#
z>KWFWo%*!BMON)~WAxf~hO*CgYLHrLlCX>I2MPK2%$*<c-S~;Ut!-)4x_d-?L35Xs
z+G&((n)_099gfL$YeeV@gw|HnTwAfwn_WFKsiA4x!ff`cCMjuEbTm}IImdB6E<f;j
zxi9eL@VU-!h-())dB3UZ^e-(n4!P4BamsBgSRJUeSnBl)4eB97r6?YD)lYAtsa58#
z-u()wDbn@HDpfrztgfQ)R>g4VW{d4XIX1VFv5`xl-Z+m4)hRVrjWfpX$kVh$h#@d?
z0ZO673Pj9a(CP1iu;*gT;TCyvyG{9-wL0mx1pyM6%C{90ToVHn6C=YH03)Cm8^RgS
zHh%}d!%vr=i2kVO9fO!UuU%;BE?G0n>Z)s&i>}kOhOy09_OX7V*H*jrlTkTL<Mz!P
zbTn0zwp#XDtMpy0Qw>w5hV^CqUB3=4U49%|+mt#RL~G4yuWmZ?PwH#VpsUqMvL=#+
zR%*K|R0y-C(P*_kMPnC&nx^Ye;;EgX4m9(~tPRn5SK!Oz@1H*c7d>@)<T^A<H-2Ey
z*zNbLj;z!5x4ODUH1%C&UA0z+DKB=Pkyu^Exw@G(4OF4<UTJSq(7Q`l@wfPbbJyeU
z{iAg!Jt(vr7d;70exlRv=&K#(&{0LGYbfg~=<BL4T9Z-NT$!a!1-g>nDyrOemYR(}
z);UvCaH*`zOA)lN+M(q}Sc9{pV|FYZq6!oXZxy!bnhQfLB5C0}usI$O1t1ObV5Lm;
zz=XfHMPXFl%@x4FPTZS-fJcITn78cr`%hoW-JmUjPwI(700Zj&Ony2402@4q<vxn!
zu7#xJ>U0)^(sqp<VYl5hcBFmPTddB}ih9e7lse+t#lq<IzKs@|+L!6eRWy%1ROLVC
zL7TH0)9~EY{{Yk9#WRz--(4cnWOrM0SC~4VR8c!`wxY<3&F@U>YvZ&oTW?jgR1}Oq
zs9a$TBd^u8)hUXbCAIqcD|NNsr+>hyuZC-f;pNK2b77qeU8vi>^ID*{tPx?UxS`8d
zyw&wJ?@=a{Idnz7+oY*9^+ijU(3;9RYImM!x2LJ?sz=Lz;$dOBYd^%>o|;QRQ_);5
z`iq)cKTc@M9Wdn(rGD#q)4E2A(MN7Jlk%+AR9$OQD*Yguk#~Br+R^!esaF^+yC-Yh
zH#XF4Ses3Sp6ytRxrD9GgR;0;&^D1gFuriW%^DPhGSAkNNDlPH`ll}c0Obs*TALk{
zr!w)#G-$-@wU$9=NjdG8Os(Adr)cG|kw_6Lr(EulFKl2rN@2(dh=<f)<HuLXs(-`7
zT2S(J%>_qX&ZXsIu2$<SmbUJ6wyUPFw_U9Xpr>_eeWX@X->-Kjmu8QdwqCDwrEc4<
zHSWLiS@5}{K0bNnr|%jg;ZE(&d-j>-tIEFJbhd=%eO8#W>8hPt^DHX8Hf8Fo8wRHO
z?VTW+I(OfyRko$_f{HrF8@g*h!tdkPm%3L~>uqW9=c=q4S43JXuiB>bQ+m;lQd;cR
z!PQ@Ink`FK<$DyZOYRG5D;zZFarWCSA!|=S{{RHvjh}{Z!|Pu2!&3Y}YAU8{^=_Wf
z^tyExZ9S<k>vpEiS*nHB-iIu$S5Z+G#p>B{F5PXV=T|_K&{oi?H5Ap=mi$6CF3e}s
zvZP?PpCsOKyrXp3#*$63T)y@^YlMv*6DuIOmO?y^UxCwhnxaJvBABKI6@KlKNt9c&
zM=KpDpuTRl>n2^RWCc)W(Nh(ZS1uG25dtXWz?z_Q363CK2=8;NpC1oj7o3XJHhoR;
zUv1UeV&%+QYn|n*&oHm_`nK_?Rcoq6w!GKZerJ2FcHqf!iPa{qp;a$Y)X}M+_+O-t
zuM3Cc!}xPvIVV@jI<0M}s8x8-i?lqu7KGI{${J^`mcN}{lH7;1^>r1YRPNLpEi=_F
z)mv?qC`*-Zno4Jn92op`{{RqfLi~H`Z-=|bA+Prf#iK#c^D$b2mglDLmI}*N(^HOJ
z(NnPFx29-+Gi~Zk9x7?qM{P|#DxH0`+-sh7boTFYd>j7&;Qo9#{7if(^0VSP@y(8L
z+AccpKxv&{aj@HNnmU@(Zm$$=-8Cf(G}Ss5?QytK)zYmrHrM|EKear?YF)WFgHHPv
znky~j;@z6EY@3H`ZRhQ20xv%t-ZI^eQJA0#Jrv4S*vK}1?V@Lmhi36G?GiakbColg
z4nmK`;nH1;M-raA)l(8tkR-vUWG854fD9*W={44FMH@3ga1G)pm<W`n&H#Az_+$J8
z=+BP-0EpYaCiND!zFRcvIe&cB?CL!wQE6iNZ>gcwT4KRKyNwm@mc5fm^?s(IMRHiC
zuC3@=(9JU;-^}g(L-@x0CwXP~ZCCO~Rp@P9%pGZX<~F#$=u6#Zp<M%-dXmvm%dJ_f
zt?FglRkG9a_jOn3dbU`ixTdKW3P&zAY&OE|?7Y4&a<}3Sm|uqH#qT#S+=qI_c)oJ}
z`^`R1TCSSTmXlDkQERqpXDsbs+jmY}sVGIwRa$n6;>B&2;_VxZE~1W}s;-8$bq@Ov
zQhqAm5#Jq}&y~Ep=e@r{)zRsj-lWua3(lUiS6lCN*A(dM)iI}juIF~Umo0*gcLa($
zBv82JRdA`QsHtw5mJ?aESiPajD=Rk@DskEAtl0-n<H6zx0)_fNB%-P=$jJih8@4l7
zBmynFyqEwa1}VEt&e$ZXm#wtvv#!oK(@;m;F~|U-CU8=$pJXl6I2ldyePCH4@W==h
zYpndY{7^n6`CH5VFUwsv*DqYtT1v%3r!C32Sg*^gsJC0_+o5Cg6;W!deH~N6ji#7&
z)X_KVHiY_#Qi_y(q09Q=%<qVu6>!!xlvg9n9(3ut-BUy87VXy$>1Mg3e)&oAy-Mh!
zs{F#KpFk{>Q@BtS^n=G?KM7BV{zUVCm3+jy^J_rpy-{63%o?k0zU`_l7Hfq~H6=Ej
z(zPtx>7KmO)i%Q=>y33nnq??kjxVi6No)b){{Y0_KxlqX{7_NZc~M}rXp1Wv7fxPi
zn9`KYS}BurMxxa;?Oo}`u{7+nTH_YV75vpA8kZPD=!MFaz=)l&I&jqn<wZpS!XmL$
zAe(tIf`$=D4cZW!%I_3#04B~Wq$4El;JRmRn22v?Nvw;~Ih0GXDOOO4m0>uLigv{S
zQP7;C8@V_L>7a+VKNFGgsqn4JYi*}X{4wck=C9_4k-yVYYHdBHY_^&`6>~HVFwMoQ
z^`_MAO}6!Ds(jqoqO3w$ex8+K=Uz%3p{n_{<v%BWB0em2Lz)|u`a@LnLjM3|vt6|+
z^!<$tsjE$unwlo=Rl$eqDJZE}a=ND5PJW?LSytscET*QVDQ}LIKk(P_&CdN1WYm{E
zIn5qr=&eCxVy?!!{=TQbQ`|KDbwxGxl(T5Q>bGjey1KTCis+h0=v!i<shT>aGPi{~
zxXM2U{{W9IDe%YfiOk+Wa~Df#ZdGXl?R|${>s!6Dk(>J(mr7h0YPadzwa`;jJ7%%k
zuGKn<vbn`MUgGQNXzj}`CF*wQySvdw$eo$8HidB7Rv{g@ur2o&HRH4guUZ;1J{>7&
z*ffaMyo2`dR$Q;97@+BtC@6E7!s0<h(@dS7s+5H>6lVg3;@ahsaQQaL+p$hw%t$RF
zWY#Ks%v-AIM3+#gDv=XYvN?_hO#m{2U>;5Ud3+cAO8g~qp5J)pR)D|g&&>7SoU&eS
zhOW_9Ld6o;dadd<D(qKVtAY24r4<L(O*-jQbY)3Osg}|{imyM9f8nP=@aId(@y(r2
zQFN~5Wlow7Q1a7W*EwyfMw+KpH9g6;Y))I7tEjJi>mn&xzEpg@eFarb!Rk9Z_S>z)
zpnn_>d?fxNx@-N;tsL66-R^c<i<LHIXzfCVmTok*nuA4pdWGa$Dm6_F4L#kr9=FoE
zx(Del3Tmpk4zWb#FVB@%{tRBK=UBdKojuR(DW)qJyBce1tr{WQjki(SP{Xw=yWXvi
z-t0@$*V?D6t%1g^S1nsWx>Z!Ts>Qn60=1ll&0ya~Rwrs#tm}FEZhm--l!%CMpSEG9
zy+g5GHtE4ll!!GfdMSf;Vv2|+0O3;{ik#trOg(5xwJrH3P9WtNqN8)iCm#Kg&X5Qu
zq0WqeJ947NGGZ=FDgueC+7P5oF#5kJ{G{de*PcA><&P>Yw*=ANdA-d270at-(&N`q
z-4%Yj)fUY$L0edo>Qw7=k6jpf)FtNSrpg0|5J%EaG(YfuHSfY#AvwX%olEfrrnMD|
zN$BUbeXgFLN55-T<%=yHea)+L=sJ?<^}ed@M75@w)9bZQSXyE5w5!$Ql>Y!3{{RQ~
zPr|?BGnN`Et5{k&(|yqH^7EV3)C}9|^tCa5$$q7;sMFUnn)=F`YFhh+j<u%l6mJsU
zx}umg^S2h?Lw!g1q5lBF9Mzu^zYn_e;qJHLlG&%M8t+71v|VN8?rf^<QE&O`7Oj+b
zn{B?2mR1*Aa)Oan&LZ7kce=FgOY~-@uA!<Y+qv)A8U3S4%UIVQ%GEQgQRtxRRoFL#
zY$DKKH3dv`?jUa@QY{_pX!cB-l~5dsi<71)*)CE_J_hJV`oWmEM7_CE_IU~lk<upv
zIR~aAkW3RH#DLTQ+vU_u1EvY^fB5q2KZ6cHSa}Dbc}H&71594^DxK6fEmKo%qkh?b
zzFhSpDJfC;MaAk0+8d?z>=cR=e5<WEiq*Q^TZ<0zbK>jbcJuLL@e8gw_jl9l((Y?J
zm9D)yMa%t8skd4aXtUcaRJ649w+ad+RIsakrj54{?GR-FDy61sme|!DzL(wq0D)H|
zxkb-^jd!_s&TR>zHP<iCDD`dPuEVUXXuDgfs+!bVI@aCN+?OaSt@its6*czY@+<C&
zq_;BCsvbkiy&}%a`gQ*Rgg5Y`@XPS)$gV@yd_HoEmwGGb`JRhS&roQ)6`tErDTayE
z09c=@u~X7fsk@Klls9U$RI=@Lb<T<F#Y4|l)?6wozA8^x*1p-4hhu8EZ+2cn;lz~U
z5(}A;#(l!`Zwu-VAFMzHpGTEtMYCkU6c7Z&3MNXeXc8_eT^2|+SnG&(C2+IRKIgA*
zI8;(-qMM`z6i0beH%NiJI*5+;dsk@uIeq}B{vI0Cs`!57HNRL@a?-Ar<yl9|n=O06
z7i%@X({i|`(Nk!m*B1cQwuPI$zMiGpO+iamDlQaXmR@c(?>q3B@Z<5X@p16&rSH6_
z_;cn>{{Tr^`GKje_xigooUqxiH>%xC#Va<(p0hbyXS!VJ>TWbt^prKUmhv08vqwmm
znQ_W?7Tg*qo8KPX-lKa(a?hCG7Cgqc+L^Y~)#)x>YHn@nYAQzSsK%7Fs^MVLm6dFI
z_Zk(AH%(VtNNR30#WsNJ?R3-eZRM7L<`2WS#J9th=bkznQu3OThn!rt)bFpE_AN`J
zX<D;seqvcws4Ffd*6mlCT1y(}s$0LJiP~Gmr_pr<RF#314~3Jn<63Plxa+=pD*SOI
zjC0m-GCR@+D)5QPJu0HcQD<tIcV}|lQ52E_6V=Fa7hU1{Fp482ouK_zk|#4}yNuKm
zE-I|Zt`!#tMah&mY`CgJ8*rdP_GJ==xva<HKGX5<&icxZar{i^9(P}A^sbm{lB-zj
zeplRdqV0M@&2gx=2WkUaV#1He?e}wEPgQernaV~k#_npWlU!~}KV-iFe~5R$uP?p?
zz8iF3GCAMMtud}Cc_pE=%~My+O>BMJCZ)D$yKbJXqq*I0E2MhKTE+I+a;<*WdMWIP
zTA8=4>I!;#h1)+6@5CSAKVJL|d`R-2M059*_597Q<j%0N(%J1As>wxt)K}WQF<(PX
zY_?Q3-O9T5Zg*<BMVo6B#9ghbb)i>kr*K^8{wIDBejV$6EPf(+Z}9nS)T2mTIgMX-
zqNmhruvO|-Z78zo>%OM1tEjY4)=*T`Fx9flTBSIemRP4yOVzK^(4wZYpASksp4aSE
z*Sn$=*|bHB<<rLLMMkPd#fda9xp-umJdaNawIG<{W^E0;Dd8dkj$o=nlqO@2cZE(Z
ztYHN}2JMb^;N3<dWk3*ciGH(U7{F7ckco8!z&C^|ANZ2J+BHYSe?9dzs^x9C*flpg
zd6%edS8YF4QFgUgS#P@D_jRDJv{c+{U#+d9euAx+=*`aHyMwJQv|MUFYu8xs%b)l*
zJkhpt=D(UZkBIFu#+szjReF`*Q<t}EZGFDr#jw7rD*JU-qJHKn=`Lt;-&B)BNpbYj
zs-s6v@>N89{qfcK7jqZjU*V@yd_Zd6Z`w6_w8h^{(K}?b>1xI)>*zHerMGE?Rj#S4
zoyj&uTkEgZbL!k3c9OMjIZE5i*1tzi@1X8~_(|N%t>u{IivArm<<`Srqh8ZDhVFX$
z>MES8skMq%>;C{ZRgS*va&7yf-?%;VbriMk)5R;5<>y?iZz`U-FB_I3-B)4~CX<bh
zJd8B+gSCrlpgUyJ4Or5sOQpMIN>ep(<x`!ZKnyCTQ;3)fP_1(1`;<{E5#5-Ll5*8-
zAlbU5c$!R<WDW@`nrA8oNktBzqEI=2<lP+UUL5>4zZXqm_;K>rnA#^ra+b%gZrbZv
z(`uo8yJ`xHT3M$2qS<JvvsBTGZONd^Ceu$}MOw;zbv*rLHA)LbhZ*vZ$M434-{a4p
zO6T4CK-+nFcc{^}9VuOAwO=Z4>{irS>hATA-d9^yZnXwnt#<C?Xria0X^L8UT687K
zhrMcteErBxE2s6>Jh?BTHDvz)MYWGMd3B|AFZso7A^wl*9bsm)USg`*NpQK-5pArg
zii>>(ZEGf7qob&K4YKFhPsd;2sqioG>+na<o_T0Z4XDwotemmDYMm&Gy<e#-hMm5q
z(5tnwsfxRm(&JNCNkIK8Ow`a;Dav~4HPs=|)6e?pyIhi6I@#s>8!GAoSxdI?F_A2*
z6;@ra5zCn9#X-U^CD3Y?ObrYm*@~wr6ET2DCIX(J(vi`UC12GZD(S!qr&T3{$Rt&j
zL8;CtuI)5{#xSM5*dTN6ltgi$4R^rz;D_)f&d-D{LwrGNEhBWV);gDzT2ou<mMvQU
z09IG&`_=04q^<gz<ipg<yR%JhafdF8vsPOvX+X2p(K}2kD{CoSxIgmaXZVcgSHV|3
zJ|lFe!q&IG^48CI<_4_LMvjzGUan5qv~IV*QfT&EthvzDKT&tIQ@HIrHOXxYtW{-d
zDp++DN^gw+0F*z858^9m(%K7=e39nPxTvGj^mbboiPE}1MObxCqgAs{HC<0;u~E{U
zGkLk(C~0Y{)l8~1Q@SgeqqVni6@uA8=y_wA{HXYh^z|n>d9lk*Wm?(P8kPF(SFH6$
zjJsHA-_-h&zOJe2o5G*A&@(|@e7K6olI2S@!oID=DZf?6)9OW|Xj~DqH$#1*Tya+{
zMZl_Mhk}!sc`ibfvaVgV14PU>O{!WMxe!UHt_4xCN=$ASA2v)@O=l@fF5Sv5N(3W!
z50`t}AJ$H)M;5NrDoEf2gd%8(!+9{k<N!m{Ul1?;CLb2`mQ88T{$Bh-a~9R3sqc^J
z{Y7@<eaB8%tqfji8r65EEmgKX4X5n?0Oz*0DQ^h3(<#NO%SAxt6+h)x`b4qZkNh3a
zihqUvLGmx1Ha>jwW0!gs=XvJ)wf6f@Ftvu5u~3={ofD+lpuD$Fs~2guTUw~8vfk~k
zULL+YE;Vh?S{kCFscxLz`x|fkMt%V;Ukx^`H-Gqt<h^dLYnIlUTAGTzab~ks>I#=^
zE4e>UL3t0SQ>k@y6pvdfYpr(rn)^+4T@3^6GjgxDQq_KPzzK*FOnBa4&w@mQ+{AH;
zTSQxImYu_9%3CGb>{LUjCozE&9Cpo)WnD<ST@;x-XwkU#N;ORGI|PbBGt#Id+6d;6
zh#GC0jEva`)LVLkq)OeWf+SHxxKUQeL3Gnh$4JSPRopJ%ioiME&33c#%lL=ok30S~
z?YigT@0hlYSE3r^-k7x;=7iOcT`dZ_y{k3F-l~X-7e&6!UrT1K)3kRBJ+aqmkZts}
zRcl4T+KPIA3-Y7jx11d9(Ug3}uwFD>6{7V~boo{4Yt8Yioom+ng;lz_;@t+GyQFp3
z($s+K^$AmoLYAPJm1dvh=jYet#_lehy6X8sT5U%8em6jmN9H{epXji+8i@J=4a3te
zKn?``Tx|aUhM$g3TXKJs`frySyG?6)`<|S3{9CTm)K&_*8kVlt`<?NirChZQqM@f7
zHzylk^-ibgN|Ipo@sfK@#5IQ*3$h2TuE+N4i1@e40%*H%oN|riPwNXOyn;Yw9Uz$#
z+z}y3+5%<WAc=d=Vm^;HosWC4h4j6TxVB?u%Gr}|tyu|m7K0h9hBi{%C#r*{jh-BY
zLN;0Jg<FXb6xH=Y9L3)vYWu(N*ZfHIC*c`o=T{~9qoK7HyygY_UQp@>YP5^gu4&pk
zHCC9iu}?(%mp3gniMo{A>8^-fGAr%17TeV;PE=A{Xsam^&i??#H{*Lte13dN+qvVT
z^xmn`R%$+5STsX+9a@VTYiVleH4d)S_Z3kt$5~$5?T%b^b!enjeQiy^gsp3Jns+Ja
zD13qO2h7`lIJv>BxsPh0uD08?6ZW5yqPU82TFpJDPugs4iloxI{W4u~7QpdKPdb!(
zi5+SqsP&JM{{RJ_4*HvvJh{|*k44m7@A{uZX?;O-x_?TwZ5oYr>di-Tsq`sr*Sb4<
zNomTJHX0PFN_{dus97}6le9K+@+WC`JZ#yo3yq>k$)>?n+@RV?%v(Qd6*f*DHf(}v
znE*thnu;8t0#ff3#u~+TdFZm^Z(Cj3gbu`I?czY%GS>^}NsGE(akF_VSy}aB;9aNc
zF!IYN{q$-L7dW0hk~li1Q?fXbF!SfY-@`{I`NPX?ORIT}rrp$68Xa+4r)XLi>;0js
zY8pERow%h+YQ=Q6DQbG6?(q(~wf!w6DFP2x74a8aboe*tH{|~S4>xL!4{Oz$15Vy<
zv_w<tL@ueT=BJ=-3mT@L^jFY|66=1ys<aB1R2BVc<3~HrE@^x?YtCr${{WPl%A-zc
zt6wp-bpv!tw%Biszxg%Zs>exGvwyVQ;p1<&(zLe#@<0v0k?E<>(iX0wkVcv22QoFs
zHMIcL`u6)#sPF#(Crxc`wc1)5LYgXfUUr_9np<Th9V=}%?NjPX8(|W+)}?io6UIj$
zY21=me1!DG%XxbeWuI!&*?i^e#0r|}HCdo94(YMtQxp_WwG*bQhTp-p6Bt8cT-#>Z
zU8}JxXJ<A=iz8+FMA)-sX)(2ndMXAD`i>)>OR<?!KKX}}M)P(OEnEXW#mh#ib^>(w
zfh5xd-MO32Ze{b1ve{eAolyRzsIxaz&8)d^v|C!CZnef7s|?dw?e^+WUtKc=)hVLk
z^pGS3q;b$6!xQpv&bhtw#*g!VlhDS~^C6F!6yC0?{K(RJpVpJ=i(z-so!Kgr(H^q+
z4Hhx*)1w6_qWr{FYY)#r^gd_T8p8YN{NPXZuq~e<>4)TcJsmQVkU2T=mTe>AUz$IW
zno(}~-96LtUYMpef6)y;`H*ZeEp`58YXgc&B)VMdhdPfK{{Xew?FD<wWHIpNw3)>w
z<cLZ$1eR(AiMUvSfjER4M<jtC989Pbk4y$k>KH`AA|tYXg-&`ju-IRw&B=T#wu!sR
z#7l?vjOe^&EM+e}nNOV~xxJstT@K`zx0`}2%(Bo)icU~ynM#oeQWw^LiPEhJyz-Ca
z4I*y_i(I1cX^RP|G>Usli+XE4ICLdW{$?8w?=JMm*T<6i8}OUV--sI>(^6>bhLN^f
zZ5MUe>R;6NORX7Q!KxZc_gklC*<`%9v^7s(N~Jj9YwC0WlhR1P@{i!7n|$Wc7X5#w
zZkig|V!FF<YTk`ScfC^ARI1rsQ*EkJShnfgvq(qH(mvW0>+SV=Wkew`Po=&edEIFE
zK7U*C3z`-kLv_?t`sees*66k^_gVsr&Xv=B1!m=NvQ&CMDMd+CTuKzC+jx~WlG^yG
zN&A~t%r%*_`F598;cY6aZkvO0i=sC?y2gBSF*}6_Us6%w8g2uXg*+4lH@>J_9b1uG
zW81oWcJ!07rnWt?9jdfs<|0i=HA@h@k`_x8t<(~@QH*S=p*qqPd5~OU*%i+6o2Kl*
zRW*Z?da-{1`ukgGUT)g!bqz+lv1q&1x}%rni?RcD`t4Ij(Mxxybn}jf9IUKwpoX04
zro(D3AaPsqJ<eSp&uXm)Rb;VVXxq`k`tvH(EKyU`iks)<0euwIHwyMiZ8oNqeOFXa
z=t9~ZQl#R)5xmLMJmcmqyIa}qHPj8-w6!Lkr*iO`R_lXQ_Y1Yf$2~e)s@iskUD42&
z1Il-$PPZWnAzL@$zv0tCbN4}N9YcH6x}K4$Jx^JtQ~egLw^1!Cp|@JA-aj#4YPuzA
zSh_Txq&8V`q5=%ckK5E>EyQDXvwXCA#_Th8h{=_xsC0<=c3#OK6@o`HWH7QQ6ye(L
z6DAV|{tHwgacv)JPj0V6FGs1E8;4^=lbC;M9$2kgyI$XppDpO9sd2qQ7b_xLg;7}(
z`lqZdgn)(y`7mRj44jzJ-1@24)R(LE=83%|-HM&zrz$9^>XQBVUHTMit7vWvg*1y(
zsY;q<z|)~<bQMAqL(V-U=fF0-(K_FhH%i?={<*PhOD)2mUy5tHVXJj+maTLtRz`I4
z))wt$8-YpmRuxJJaFwbo`uh8R{6BfGann4deveUFwa$yvI)<@2{*`wpg6S_hqTIrI
ztTj4!>TSwu(iYdDDXJi#gra=C&u@s$eenrbr|UJnE}WrGm}ch9s*_FI>*%RaE~}z)
zwQl}ncDqzM<A&czkWD~JP}v<aqEEJr?wi8vN^Bpb{{Uq(ar@rLbaIefH&z%>?3H3D
zf~7c20IVhzKzlL(iH87Drkb4D2E=wY^1wa1^4;{uux?$?rm*NNu_L6J-$}?7+be{R
zjL}x-vBVe^AZB8j%El*ROp2kBbIan-nVkOsv0C)zv7pix+fAnK-SLKW#j@)}r)~(L
zte|bmhi;d<!rVeBtEz%qY_tO0DnHpAZLh<iS_eLEM)Hb4SIevS<i@!zbSmaA+FS!p
zr@>0<KQ9*)r_(;DPpJkv_}gEGAhag)&B0unMBWV+hE=3ghEr0iMLnvG#L<Vptszc+
zSX@&ul07nK=#}`Ls?M9&D85BhiM$#uaGSBFEDD22r?jBArnI(wQVYMC2E*bBE`$O)
z;@u%D7PR!1!{OjU35)hCkdtiI6%lTC5dk!!-puS16-Z-$avb9%Q96P-5`gZ8QEge*
zYaN{0zx09M8%8$KC+)k2HFfL>rU2dSnh|%v*lm~%*b**^&2*9<Y_~*~s>MOD6xdKe
zR5zr)KlzoYxqZre0nvJ{<)$?y-&|YhUVg=NcG-0{RM{`Jb%nR-U2e6uO=A|+Ep52c
z52z5cBn~+VW2fh@#6|IqB|~}E+|ImGQ&e5pwrUMuRdGcnJuzmP`sBT-?&+bV^vzRL
z>UZWFQoUrNNK|o$^81#$<C?mI`Y)g?FKQd;p?>7L1}dm1`Y35!WtxhoDsFXjRE;*<
zwJbJN?Ls9^pd=D_=oiCQgVi4hdg|%SZ-@&>(E4WWrE9d6C2_2_>JRhlh1Sb;Ly7*4
zR$daN1ldC$EX$5pxSF>fZjH)nTGy#-n8rlxuGV!E9QG1^^+1kaMm1ftWM(8+a$p1z
zMllzQN~)1aQxv5^aTNfk-7zvC81=(--kz9SUWmNzm@EGPX8Qz?aTRY}(-HF0kL-J1
zIwc`eMeFOe{2L2Bo3$J&nyRTI98xtp$O_3WB`J>=!&ZdVKL~p2>&$P63sBJ7X78n|
zw3Q`q&RcZ^S65vuw^XeoPF3B4)Dvb5ie_APy~Ncx^Hh#f(^kDrSMka5Ey@0Ha^Fnp
zE?nwIH5JB(ThZzo=S_o9S{SCGqp;uY#Ub0}uGqI+cBbsaw#pVEuC+i&>OMIBCOJXP
z{#$9SCChzG?xMKTYkDm~UgzXGhS0+l6qX%9LDA~o?RLWIoT|F8OHDT7f2r#@NGHml
z37n3xd_eOu;iI)3+V5$!+cb^KQom7ST@!Z)RYi2M+S;aV%Y`L%IuPTRfTgI?xTtOr
zkO@$>L_{MXM7F`S7P7E2u%fDp#y4!MCS+*94BfJ)jeLWNF*=1*!Ugrh0nNH#4bdFs
zm#ygb+FjqF7o$wIowQw^U%sf>t=T0i(t2@en~ccF%Cti2fRKx{h=WtJO*5a^P7d6H
zs$zcJp}B<oK61|A&Mt6h-dtTP>ur|ZM)llQ*ISDTu40<gr|#FsepuBtQBId#7SBm4
zb(c_|Q>)Wa0X%fST>La>Z-gBwbm#v7F7EoS^Qts5Xns<kR@U09Xjl3D!jDWV(?zDs
zW+-jd-O$xaUKL7Rz1r59T`fY`uBO&}^W-Im;H|!2^TU+)%|Uj*TlKK8iY;pGs^>&o
zyXjp>Tv1J;*QeG{x_UaM7Mbgci4FpUjy&nj&y9|5bDu<9GzO-%=zDdJ=;gV~fz#HT
z%`J6Gt(ElGI%FyPmZG~fmd#x&4muiP9bo|=pb`yZ)$To`%D_xoQd!yR;DZZ}IoZLQ
zj|!BNg3ThUQ>0~8BbdbzK!8<1rq>&}6AhLDhRb~yEd8WeJ7~2xJtm`%A#v=w=Z8eo
zZJ||rYelPKKWQ$D#96aiD(r6dMZl`e%BBEO9@}*^!f!TyHu=5I4IN#f@Al0PX|r4&
zqk5&?J!-vDT$H*Brt28#tGQ|$qimm5qz6?`PRUw&n;k8<q$v0`tVXE#fY4fFR#MXH
zT|Zdm<;t21(+I7kTIe+W(!P{brC=(hx9X`_r43ar#>20+=t`D=6^HyHX-z+^ej+(}
zr?pM8iuI?ep1;3xw%n=PtGCq(EiHSiplYt2-lm>uS4L=1TUr*{)>}$}2d9p$d{*d9
z0m`mJYfWv-tsSKF7OJzWPBm-1X)6V%PS>S(Elp;%K0SL?B`ThAs#@3T*<1dq*{Y<c
zt7oF3otIksT+`4tYos<~Z$l{-?(b*`vwa?NqSih1^2@@vdZ=%UgR0$B6J1Tg0R)Ja
z1acr0J15!3(RS+-Bk5<f%jLD*4Y5g+xtzD|L{)z;a@+ejV;_FW!8A8wNYok0Gm&#1
z*cT~^XO111<N*LNv)_t)2P-r$B=ugg(%K_T^7m6(T(BmOQ0aRuy312e-9`R}o%Yc6
zqK%q`IQw-D8gko8eXD?^twZR3ji;OAoz}CM9Njd!d5&r8ooD&2bsaShn!W1Fwf=$n
z=c*cJftKiQ7ZAl7zG23TMfQ}ImGy$yQdFH+Td%pd%!jS|PVcVu=Ce18jRgg|#d+12
zyR{`%%BrQdE$lT#bhtf6mlam)P1F4eOKMUIN<hb@`E~HM&#qW&Z5zy;YoXn+X+0OI
zEV`!oUcE!6Yg|RH&2Xo#t!3I<RqDE}gjCb8sz=?bYL<<L-dnYGH1x=*c@_5LOFf;!
zEZ*pzgq66KaPj;?(h8!R<;1O<rrnDWe7CPIAmtGdBVi0E;{+*AVKK3-r`}VZleg;`
zEs^Zz{{XZ$V9GWM-MyIGEg!ppj|F99oXJnzCb!uIzaCMFcv6be#4w9!!BKTif@MuB
z&W`vv_=4pww$U8Q*P0;~y&s}=R-D!MyP9v73xjM>Y5Tn$)#mCLp}AB$P99Y=RK?2F
z(^DY69D1dycB)>d_UAgjG<gAZ<zF%M)}7YX7adc6(ORcZTP>{Vty4~<+^;rj%WX28
zud1_C+Rzzxs5+-nTH|TxB_x<hy7PPE%aQkPRO|gWr+I?y^8J3&SKB4N*5;MfGUZj$
z-u)6<cI8)TqoG0^OQi;-Hz!iSCDwx6LQ<|cH>|YX;UTN-r7WpQ==F<9tZ4ufDocoM
z6>SnHq%_iq9ZBjWLh<NJZbNEoH@J3z6)A5%x1J=FTPCemiACZ7blw?92+Jb%!s&L!
zDq^E`ktxf(QkbF{t(Si7O5OB7VJEX+M%%{E+I73M$VYE3>B(7kH<S1`=WgN+BqN{M
z&){QNI~GbP<QmB_d~{Uo&T=SIZq}s)jlt|a@HQR9;$!(p91=h~cl*hMf<E&yb{lcF
z7o&9D;3?Y;*(|J%pu$~ETS>?vD`jpsR?#>eOL1fZ712M(id-~4ptqGN6v?k>N%bg6
zbwos@dJ9S_3W(exrxFw+sLDy`I{eeDN`Lri>X183AJR9N%*mW^#&*ue3<*8|0C*t#
z_kwt9ZN`+Q*4vG(2c>PTDnp4UvXY<_m;@Lg1pz(>5cdNRNygg%Oy?2pI1;Rg;Ywow
zNY2sY9{8R25~;^=!p3p|1jxw;V<tSv?FI%T8~~F&UU!L{j2~|x7?Xjp;3VykVsJ=}
z_w(jXPwm2#_8q{?9gl3sdB<)0iTXf%PT)+)iNFF!jkAvMc!qY8XC`yL(;`8@j0h8e
zVDRKg2mNAw!I3-v06d-eQlk5JGcg1Kj`N*>0DC~55s8to?F5WW92kwp@HUO%WCA2(
ze;J%&BRkATouSSqK_BWH0TCIUup}$T3Q?1R2ikjLFmPiLF*!SscylHO$Mx<eeYX>|
zU`%ka?GOZkF_S)h;QNjD;1RU`z;`}G!P~~b4?HPOWO@BOoERVvGulVK5bpqj27Jjo
zVkUb>ZJ?Rp2iTl;5hpmE%uGl-<nB)d#P|OI0($^+pCUo<V}&RLjrS)RKJhX}I{;#H
zzYpwlxjRJ0;snf?obd_9Ht&c&@g4-9+CUlM!O6yFv>7n~kGY6A?q|A`^FN?Dl12#H
zf7(DGobU+xy9mVQL>cZt#BYz`>|`l9lM^HPA7Ef$6CJaTBJUo<8OZN}-|Qfad4(t*
z@sqcV5@gTYd_WlO!rpNi69@Z5duQ5qoSeWY7(LIiP%wV;BgEkS$;LsaEKgsqD5XbI
zY1@U?J|Y>X>KGIBms}^)X#f&QDk<nf%2WX1@CwPaKAdi)YQEh7MY7-2<36cMTXp7A
zRJT_nEK@)wQPQ_ZM39FNeZ8lu8?3Nc>e-)0s?ThwYD6DR`X(JjjKS$pkvs9?oo{@n
zWtOzXqouk!L?IPrqtpu9Afk{eNl<M4btOcpPV}K<DGr7EA4Gq^y(9kss>Oq}f9xug
zw{N#@71&;g8eErwdO@+s^&ej!vs&=Bxu5C2usJcRbpe<LKk~I-nLgMXKoOb6_9i9{
z{y^9h_uG8_{ABv%pXs)-88NDL3E1o|^=1cSIsX6=JYv(_>^oqB4*TH16PUr7g9FJw
zFu&-R><Z<(tM|`w{{Xk9KcpN}@!aF@<L%&LPiTmcl6;uLM&x$iZNQz+at^^5!R;PM
z+ItT^MBp4jo&p5Kf2;N03_%BT=Z{rkrey7jz>_n->$b#1;xaI{AK???LGwP)NrCPZ
z<F?rc__5>+?UN=CfC)S-9k<*@@MGUQ!6fbu4tP?cA|f`<L7&@vncrhLlMtW`cRz44
zKsd;b;6a|#fDu2W820;Oae*LbJHRqx1d?|0Op^!5>_kEP=Y=XGj*vh-y}V*UpCim~
zoWc*V%mdtsk`8^hCle<*;we4x8}=C{J@bN2+s}R>_K~(s9e_Cka6Z^G-e4(DaXT0W
zV{$}x`hk*Q=Wl)q`#~NDfCNAUp7GlR5i!CiGqyy@fOhvdgEA-HLBL2j!O8u5V|bI9
znVjSv6rhi>GZ^+Wzhmtq6PYu>ci3$p<bonh`P}WD<Uu?g%zOU;Af1j9GBZD@?ZPlO
z#`_<uatvp0yquhzo)oEwacw9#%GBD@phJzUp-Dbcw7~~4^qd0`lg4{z*Y_GSmaa(r
z!kj=3NJUyiD?M@0?`$juLU6Mpb@ahj#9+xDLF@p@m?nPliDz&KGJeMy+DwSwc-|%i
zsayO#rgeKA2hpflOoTX+&2uv#6aYhlAxEhNXoxxOgWfrNRKQ!-hrVs0EBR+gZlNFp
zhSedbU_b&;N$z4e*Nqnt>I({VJJtPBYt&1im;=)&Aw>52a&SB2ducUlCDRjok3=OV
zoV^0Hl2l1_Btbz;boztUIFJE6DOx$oI;N@(E3~hor>m#s)Y8MnNs;uo(iEvP{2-<Q
zAd$XnY0y^+&WCPGHtKVqN&@PX2T}eBC}U)qT8g?<K7kx<)~fB#)cS2y(LYq&^&zL2
zcA>l|08$iPND`w23@Jw<NyT+_yHHoR{{WJ!2g?Sb+9uDS^UF-BO7)2W&_Y{CXsNWx
z*;05?s2{v(og&hyt!yH)yQHCI3kxAefA!+76%mf6+U!4tCvACm)fa2YQfeP9Qxl3x
zbt$Gm`hr5hA#R?PM7X6$1b_(oY}FL+QaZLOnRS;^dRE)0Q)*94gM|SiLWn7pnEFfr
zc#*Whj0}$3W+TZvf=Dm`2ZbqrfEn&L-`p9*i6ni4-(#?mBQcQ??})}kcEN<1kJyv?
z37C`hV{_bgg7J~y<ojSoMmLaRM&5W*jCnDf#ErHSoD&)S2+skMdlEO1jAZWzGG|~9
zu;ANx$tQE)eWQQh6C@G9N!oBve>=#=-)K48eiWy+ck{N}LG~~R8+e$W5bR(P>_5DN
zxxfM=GICD=oOYR?zF^9ZCQkE^dx+r=9%Bcw*iWD5zkRq;iQCEk)@T0i#P9A#IAomr
zNimEar!fE#5J>)TjP?Wd`^G_#2#@vo;1Wy%PBZk$6XE~>6FBeRY^hJ*W0ODZe_WX$
z;&Cg$GA3{*w&(OCG6(lT<0H89w0-=+5gvQ+j!1}z1Z_JU{{X9L#`1Vlq6CS=zy=7D
zAb|t#`-lU<2>$W0B``?eahcoz4|9TKAa~v~BW<9QB_?2P{{VjkL||?S?IJOe1~$gg
z!jx=tu`>~pL}Z!B%oxr@fxrxd(qb{&+=Cd~9y<}Z;cq#a$d3ajVVKB)=Y9!{jif<V
z#OHr$Aa};t&k9!1<(E0RnaRq#op&v@O-7lhyfsG6)lFNh_cm*rqH*QYCF)z<1<ILT
zg6b+1+Jh-tL#_gPRCs*N=RY$!$yscz=0>S|Qq<X-s%F+)w^{9s(KTG-3#&^s)?0nH
znLfIym@874QkCeTJwPN5HFQopp3%SW`V4~~w+xev_XjyUli>aS+rh}T`xYPCUfK3c
zZ?*S#J*(;seWkhCb{n3(*?QLRVfh{2*BzJS@wugCe@^d@qTfNjnO%QEdtTq@f6^I$
zqTRo)dqcMRKkJ^!?R|gyyR`L9{{US6>CbKT>*;6z02uFw<EOrR{nmMKX$`Zl^1tbQ
zi}MiI%5@4a%Kmrf{a}ytaL>wzI=+&UucZ9{0P<&(8o!>pz1<h0+_W)tV$oTAsDAZV
zQAKZJ-$zqLO7o6ANkwp|EBT9sGi|ojGRn&2kOGy)rH=wJoNXjy>3{?XlePfPc=Y$e
zZ#=AAfaYbxSn4}f-tTF-=^K`rexAmP7j6xzw(DcMwNTr43d#y~p$oGm3reb*Fz8S!
z=_xw87iaEvYXNq+v|PKHnv!hYR!!d|fRq<u>s^9mAq6t3V}r#+;&YdLNSQ--T=muY
z=_wiMS+tFdM(wUD9>uWjSy?ud@>ct~5~z6Vi`d@LaJuWJ?M8^AXeNb35J6KnO~aFj
zp9K;=d3+}GGmsW5R;1Qf4JC86U9Sz;>FPAi%IjLT?k>>QTpMnotEG<2;u7UO4N*gl
zrNosqK?A8I?+=6@i|q%<4GX9=X0xzr>zTRg`n^p@S*B?$)oE?I%QceL?KMMpOVyo0
zVODf4Ds9IT((14XP%Gm5;`>5#{{TW*bZ(8)`nKEoX04^v)s>o>md!?o5lLpfTHB|m
zYSntY6)8%*EyAZ3+Im_8q>?&wkA|OtzFYH)llpU*`nywWiW`=rdi)xq)76#=S}JyJ
z8iMCyWlBxQPu=QWTZY)Doc_7F^#DRZNG8`SD2tt&w^MAb9Wgt}kZNQj&^j(fWW~dl
z2L#(Fr)DNWvgSC6w?w4?F+j!uth&#%Ud8%UNj3Bonu)lPgRzY)NgI{=Ph!f+(PLun
zBt_J#W~O#j<Rv50M5IW{kyT77sASPOgUbH^7CiH?{6KRygIMXiRoc;MwrMM7m|=_R
zC|bBUsw=JX>g__>pscT^Z3|uHNJ0fmiiW<TC#5|OKZbuP#h9o1XUt#E{!V>gp3^4T
z^ZtoFKPUYe`Jb2hfCPSN*Xdw56)NMGUl4q<xAJqG8q1e9s`}fVw@y82`6}CyVAnrQ
zcCcD+t^CoXW}cl+wws@$)YA>6L9nid<bmk_0P>7;>{-7jHm+S2e4ojFY%Dj?bm=U5
zKD7S;N`Egk5Cfrqmlng4uS_OW#Z>$y*y7x>64^YLvtf~7E1%X}f-0`X;w&6RsHnI_
zQ>nO_ogHMyblb{+2~0Qw+4gUL>}oG+JAZfSmud~we7?9z9*9N7nd?aVf(`Y>8F#g4
zSjX&}we4Ib5Q`Tj6%qv59OPLr5fyxg%kE_BepTuNsyTmtdrw~t6ZYj-F-t*P>QGd;
z!>`jhO>(8Jqj{HIrl(qx<vO8FA!#Wo5tnl};t!lW;<wP+xsR-BH4V1gTrM<JX3=1@
zQ?Xnr-K9-WMT*mHOOB?U_nJv?IntM0DakYF{{X|E@_+Ywx_)o+eShwCe*CNFeGZ?^
zKRwdjA&+0_`H##005Rw-g6~JFC!?x8Y514^OgT@Z3Hd+Izug*((&-F*@U{N{Ms+vN
zb${;1%bKHXkU?y?8<{0MR!m*c?KYziZ7pXpc`E4^!iCVFHTCvoStkc6QQwVG$fS@E
z#4(8=kQcN*3IGBIvRL~Sz9zj9FP*C~+m*owXT!dfEQZLNo?I>2wV6DNMCwQiH$zym
zJbHD}SrnJH-W@?~+(ls%kjZVIfX~Sf!%mAdpCS2=&1(Mu&p`QanGcO&eDr>DKdlM;
zv|IW;bJ800!bnF?9Gm#eHjn&fIiPHxEBSG*uylN%rSiWvG=`u2%s1#mT|(#co~&fK
z*Va11xW@T^@Wan;Xz9jvZidix7tK3T?Ne0OGknt)rm9?_sB)66H0@rmcIt;q6%9Pn
zi)^SDP_!Vcq{gPzx=T@LO-FRnTDsQtmr+?>Zl39FebydwmB(q?s%R<7N1vy0E>gb3
z?KsQsw4^wdB}$RP&$MCUHiLH0GrU<$NXh$C*Dd5s)Lq2-<f~_jde3Dd<#F{jQ!6s|
ztlMsOo2K112raj5s`$M<8a6Mpnazh!*!In%^helxOOQ@nu=kg-EZHbV-pLnsyj*#G
zw$aj)iu$DFuWT)QRQp80%a?tRgHMTn%6~ln0CMW@%Z)G2m48Syfvfpa&#&qmVAMaE
zm3nZ$OXS17Uq?Y$=_}zoo>m`+{$|`Yj-<8TF7}(Ak-2G?*s-FC%Y$mHy4fymR5sOp
zWeqcpw&k5DaVDv?L!m&Zh~uok`1yP^{zz)Srj=iq{EV9)^g~zr-!byxLW|b?lk(n=
zQ~H3vpA3lV>gYXOa%<r`k+v_04rbTr-AQ%3+AS8%C3Dp8)L559)qAR=y4fvlQ?}*8
zj=G%<t;@)9!f9Pt4G02B7TAlPZsWD@Z{0@QR^NnV)wzEm9W5TSwu}1Tt@d8Hy2?0F
zxshqOt6jngmkfY_hBB+yWY!MLcDJw}`k`%2p3?8>`FSOOzBfIYaxsOOU=ZHMGtXj2
zv27UEO*hj$vpIg<z$YGU!-0r>?cwo#@qM9r{h=%xH%8bsZLr%lbta~)t<?0kY9zRt
zJ2mdq)ipa-yVc=JT9tWQic;J{LR-gCFf*@)pMkzx^M{lAYna-%QtOH<mZNt18luzH
zmKsVLW^Fox=VEDU7acu!sC8>qv2Lt-%>rBrKuAwf!M-nk5Og0PG$n&sXzf9(u4d({
zsdUX{9;T|ZRw1<3S+7?%YAM{cSuE-c3bQ!clH+cmrNIR%5_Nwl{x$ix$(<2z&>Cvj
zq3(7oQ@0nW6{xKjnwsikbFQelRHZc*-9>3>O`5u=-EA&YucR!66#$+o+pu0oXABV7
zv*!`%mUTrGS^CCq=;#!V%K0NI<t1=obarPb6beyEF#?;3O>>dBqwSAMOOiv=&fbi<
z9VxTcjT*AI7$+qX-a$p-Rkz+I(ka_b^ob6H+jR_~)KHGxft5=;swaqZF2?u5=ftY1
zbZuwm)m)|48Yfq2imgdYOI(Vo>Ka`?t!+uX(bJ-qlDeH0F0jpIGFxT3mK$4Y2reim
zpnUKAbbdE^{mM;k$z68WD1V@u_eWi{UG9?CqxBPYEnBY&t7+QHTJD<K?@MmGQQK<;
zp5Ic6B~wz+(^J$6Lw65d9_2SOd55SutF7<4{{U2`h+lOR^v~BO-Av^*17?nbmfK3*
zD-OR><7~A@M#Eq(q1B#}qOw#-`XB!Q#mnLQ`Z@AH?oG>&l>E1+^Ka;Vi}Mdl<+@FG
z=7xw|eQ<&w4}90D)edzPXNkY1t-D>7gzEmbQ@U;vvLa=WArLv*NXDfWq=M<4PRtG4
zK3I#QQjh?~Oij8>09K>fccQC5O8f6@vU@X=g0yWrKI2jSvdZLbAZ5#MT@zO$n_fJG
zYG(#R+40bcrtt0-Tv1R_z^*&z4>JD%;Qs)tMStVpRE}a)*&5Pc?k}z0xYO!3Eic+@
z5R3kcYOOD-=~qmuM_IDeULX0(RXu&v<&jrJnr7{__d41>t^WYwCSCb8diZ?grQ4Mk
zy(e^bx1B7tc&O8^+b%Vi6}6!CS}NCZyRP87@ot5hEi}i<H%V7(cz#~G%BmWxZK;ai
zk4tT?<$Ac&TCCRU`?b!w!qpwN*+)@bUsmY~U#Cq;NZZv9xDb`A(`luUl#>7n<2<->
zbDH*gbk<+Fajo>_xVcW+t{R6+-z=8)l~lfpa_wEpf}ND5)q;kIRJgEGj<tOv?KiV_
zZ}y`JeywviX6b@$6G9C}C>eJ}Zj-bGsJuLaN))S|z!<<*D+n19lnf)dDe<9fxrsLl
z+|1*ix{i%HLiO`_S1yrd>gb%uO=(nwP-dCaP^&6MN&~u5oJ0$O4aLZRf**>XiOnr}
z)_jWO=Aq^$nA7*<>8rio(_N>jTBE)yf}ZAW{{Sy{yxZ$4Ttx*{Ekn-IQ$J3^YH5Sd
zHn-YBv#W0-xts87@i)oJ&xz|DXDe#-PO#-KGpp$?l-8YFS^X8E)YkixHAu75Ra~w2
zhN;=I*3my^d2b4bE%i3nDII4D?GNCo_?mnsejfam=9Y%%j-#z>R_Z=y)#^)oRt+7f
zF10n5tCp3~*3~Me`DvoK(i%HuZkniWlGOO7sHJ-4TUgk6Hy6=K&Hn(#XX4+K9~u7u
z7WVFMaz^UA#)(fVwC103t^GZ6({-l$#;De}tAkfMd$K93YpbYQzR}xLb9RD(x9BLS
zY3W&do|&5Z-=j;8_LaZp?HOBSTUmnIO}km*M9L&9C+e+%A@-|<l!{#L4zq%lBwK0;
zfCvbrrfo!Y{dpDGtcL3&1EhgKWaxqk0%`VYdg_NWMMY6Lz!M^Q4bk2YsyX@&_~86;
zegwJC@O{soL})Evdbn#HL&{xaqI8<BJigV{7Q5Z@;iaxxTHft5uiB_+?W;r8=)2o)
z_4Vyj+bSt3>xydLX{tJpmOp?$g8RqEr#}<OYYx4(a`Nv{qp#YsiuHD}RO$vRYAp4Z
znkKBsqo=sqgKk$ncSDM;sIF~_T54*S3Mw8`Ogq^pKk#Vz#B@6OgxADIoJEl7!+dUq
ze6hZ{eNAu4m7>Jur8=3bvz0>bMWJpc)YW>(HA%8I@fO}V>-c_rZfY-pPJ7hz(@f~P
zO?z>FLf>>(<Td(=yG_#c-EO*m_f2qqqKbm(istApdUArJ^1ADL^py%vs0}q^6qR)N
zrH+NR%Fex6>{@z8dU&ncJ4j^GK@+xoyLDT}6%T2{#K##0NXf~I+Yxj`>6^7wg)u6T
zk75j8gd?|(-HUdLCTA$7fx$6M$u%+n;hRRsOzEPpW}%9rXE{fGPIc;E#Gmkn)!&B(
zf#v?T)tu(C^9}ubs+iL3*eG;uPMoTuSM+YS^H+0CaMc=;madMP<!i3Aw%ekDuAzln
z?td=As;a0h^?a55bUrsZ2g&^j$o&G>C|S`wzSGt%FK0!=M`|Z-6_#5K9ZkJ7_mx}q
zt-9M@_1cx%R__&vwo}&Bs@X*257N5*(RUbs6F<f8QvM`*FGOg&_ayC{v}Z$W5vuK%
zc6H;LzU2Km)AtKH?60PuMrg};ZQ9GFWyy8Igum&xK|+SoDe5X~dVBu>gVXSd@SpJ+
z$j)!y{vkO-%guRu(_H8DY?tkMr8M=?G}Lq&Lq%6nSt)LMh}>x_=#^J-yH?!v<Mx&)
zmX~Rtt$Oa&SIXNaUE_$omo=H&b+${ERfNHb>I)VGR7=;L8LJg{;#4F`Vphl9SW-BN
ziY6(*#x?}tM3HH$I?(Rb2ZEX@x;qrrDOW#ckgB6Y6`?+$h$tix0SyEMM!s=5OL08w
z_`c<x*Iire7X!_&i5(em);5=|wQ17zr(Sb9+f%4*?^&%aR@@U{sQlKhnReS_HFbjA
z;iaQx_k&4a-gm@jz;D49EIu50pUgg6@;j6oe_gf94M$vx%Ql+RG`C9?$(=b>e5b0k
zu7Z`C%OkW`t9=_o<<x~KDoqQ@Q!c$tQSyKI<Z_di-wuBrmhCUdZ84_#ZKf@}r_fj1
zB`$!Ysj#A&<3p(Rg|dqJUZ$s^rCsdPSS_wKcCa|@GO6k9?i#e-8MrY|sJS72{7Uu3
z{?(}&vixH6KbBgqm5QxfSx=?;t*$g(<3!$HcBZD}<Ko?4VO;`^wyLU%s+H6!Z(Cob
zp>f9$?JDgXLbN7!wQ5?|O|2$q1_rmxR3IEI?Im6;^yn(VgK=c2Hd)(%Y-Wv8P^SgX
zWQv#xPGK$1G|9S<w<Z0eNQOzdjycM*$4xSk85YZ!Omv+fk&0B2I%X4sr4+<RbU;Ka
zqMWtV9P47HqfK&l_su4&E5hzoRvud1wPRH^pDNl~U42EbOTHbb`F51r7gXyD^qVL_
zT2N93q4=cNyxHYdp?c$++FzQNYxPU4SuNH4!=%+TtEj1M3tJQ~Uv)(?oLVSDtu4!K
zBb7Ccw^Gxs(l<<}>X`M%;XCnD%UvDu!+N*#7VSgJ?I)(R4xqK(E_%Xf5p=ydsC4Sl
zrqxYZN9od3E}nsP{S~z|swk&^mbBBYDyDm-pNwBQejC0bIZ?{%H!n4QhSws?%xW9u
zPMWk_ESE;v6qX%ElwU4ZyK~h{wz^81$_i>nYdtpssi<hQ;3^Gc@OvM(Jsz*CDtFS_
z$d!8t@Rr5SZIi^x1Z~T7+jA`2&o@p=Ry|^#5uB_N%~o!r57BZ(UX`oG<DRxNHyip=
z{{WVjyGw3Z(M-;hvI-6_H5s^3HftCiBB7Bmvom)>*~?H(QY@zErU0P<LKvq{ZhRH~
zD*pfrnn&S7l^O$8>J3G1)bt#+v0AULRA|jj@^qImVWqdZO>TPCXSlO?p`~r6-nZQt
zeKglQdzAGB)~X$OmVR=z?ycq8`P0k_ohs{JDXzJXt+g6%l?_wURa8^nZ#PSwzM}a0
z(MvZfs&^@A(@eAnTXjt^rkg2353BwZehBq<#=X;AX$>RH8ZKN7A!W1Hnzw9jULL#D
zUS7JPn`;3VYcqDrYI=J;LzPvAq34tzr$sd@y$=pG-^KUgxu|{(HD4}l_x@yC^}G7A
zmgjb>T^^ot$Ssc8owYda1RLGh*CMSqN?%IgmuZyRePuaA>LfIA#cx|0^H$<%Gj%+$
zEk`K2PTkpz8gj1KFd_`rdl+e{w$RMuW*#;$BKa0d2pz+un;7XgSWb$We!|(j+4rP2
z&l~LJf$q(tINBASxf8h^wP4CdOX&kSl%b>51lkpfZ_2sSQOlRgb}dvn2r8R%Jqo}6
z2AspGqhB<sej?~;=$X=uUoFbB=_i{|x&B&(($djXe@g@Cw!K~Gm+Jmm=U)M8O*&e2
zwX=(S9eyV~>G)#N_Z=~-=&JeCTXDO)Ry7W+)>kA~P+HXIS}nBH&swewptMx$%35j?
zUU}yb^RBYhAf?}5<&xH~Xq0Iq$tw*#D6%tXXj1D(kwn0!rA0a(ZkzfbD#J;tXjGz+
z7c}&@6v=!e>m2U*N#)L!=HJ9eEqQsZsNS#A+KS<NZtX=)TT^a&rJ4;hdb={xYiQQp
zQz3O!3<ng$jku=zkcSc06rOo?f8FnG)^Kyqin|CFQRie}VFrVyOGmbHo0OwoM7M0?
z)f6GiybhK!u1|w4^@s)<`{vM`akNdZTsvipbiDIhqUL=jb3A4eN0dfZVS9vBJS);B
z4v4ZSqEx|TQ6b7?Q~Zc-m(|?w{73%)4Nr{iXK>|@#!o7&dQ(->+UcoPb=DLY3&3KE
z>>GBTlSgwiNL%gt=S|$}o4Pcbt7Vn#KTPcvP0?wnd26k1;nB~9Kf?F$&*onytlG0n
za{mC79N5$MXR530TEeE+qcuHUB|Tkzw&P7|v1;VoAG_PFHniI4Yb=)IR`qS7g6~&v
zMNp%=T$5kRf5xluuJ}m!cKBH4zr;?1(N%5pHJZHzPieW->wQdxp~|gQq_k~oOj@qB
zcjk2i{{WU=RdO^=y+u^bEw%S)YpLyap=qu8Rpm#<2gM&F=`A!Ir{}*kbVZ`UUM_aq
zC6iX&+ptnpEVLX)<gU~^YgHvkVF{|Ba+J~4C)7jCIvsQ?p{y;Kt9n{(<?P$O@rPNX
zgxF47_XN7Z1bNa$vwHSIAh8Rsvm&UhfkcKXhAQb8L3E6CiX+DkqhlXUOgoDSM3@pu
z(j|zJe5q1HB~5nfBzEo{s0xv~>F=0a9E%-A1m(#~T}u2<J`nyU{u911d7;fehu%%=
zzEpCmy-ZM9HD4sDZZ2us8e8ohJ-+Klb$dt$)u)-%_3KS&wci+`rKw%U-rXB+FXfV+
zblv$^@$JqF7N4iTXs?QXY3Uk-D^zJ}tF^b8`r|}CikFzNIjFS#-mN!HF6(brR8rU%
zcemDbxp94)BI-?RiKIPY_<jEX!UN{*xTeeTVWMrE;ItHaPU@{P)i#>eFEXobbp>O$
zL_CVyP1?4mne?!QQ8TAqseNPTZj{V9Uj0wjSHkzl7vb5>?pX5kP3R6}@`Fxl9bIb_
zI(I;|U85|TmX_sIhue1E&6a|t)~N1JT$5Q@@^pY!GUI|<Y0z3uQ0DpCj?Njdjk)%7
z1pRoHWNOOtMf<4+l1$^8n5hEJy9H#MNG6{0i>ULkNnksJrbPa|ThLlznSrZ_=;Y4X
z5eBj@TpdC>NfL-Ak(LCzQaULIc|#}!De`j=pc~lvZvOzm`sYU^J`?q~#P!$WZ(M19
zSG!w5pe^lb-F*A@o1^V%wzYe=-iu|y_HB;6XR6iObys>joholul_{mtdM$o-(s2I(
z{2_mdPlu0*PGNjE>K})WWa&;|*sR)XnKajA=?mQj%H3gluCGESj-ImFY^F5!d!>7}
z>!nM@S2~J|g&Jrba@}rerfROe*VmtgC&C7?q~?t-rqGsa?zQGFt-tD9*EL+UQyo`N
zdAe5IoLyy(qNPsMP*F4UzN1#vRGJFPno2sGl@tE}*U_tmT;%@%!Mymf<>gkny;?Qz
zEG`-j(?xu|>1(B3P2$|;%9e_m+UiSH$?BSCsI3p9rFQC?>WhU-X>pI7^p{NGEo1gJ
z(DqMuZ7xS>?=CrLDY*4pf|2r!kxn7VuWpjsF_}AVlZDFMf(JTebh0Waa0doR3UdN>
z*tuwV2`5sfaJzG}a+<4^M#K~fs<Hmf4cAE(LzTFJOe89YC>=ufnA9=OuY#|_=i+nY
z+ezvzXUL`U^YU#etLb!Y^*XOnUM<%eD#xw%`=i%mZL(>dM_A>OhL-6@YAR6Ds~&ky
zQ`@Mko?+CtRa2okz4%0YZt}MA&CM^PHO{-`y$u&JMv|~<+kmrH(P~R>rqguv71zUK
zV!qRNw$!Gz_gHexP|_+XDOOvqpsGoG+#iG2;>XFK!-JQ+*3uly(A>e*7oBI!2JeWh
z(Nvmt`AUm2H0`$6=u=YMwN90%cH>QUvmtd4JA7t}rq^HV(k<GmF-u$E-^B~#Cq(>q
zd{9(#^FnD&Q=@H_`V&p*>xG|Is?w_e0M9LT*V@|pibUD#ZdA=$h`Q6$(k1HGs@(Z!
zYG3((Sv2hLX6~=)tNP`(XW<BKnmUe<W{b~N1U+#FOq!%rf<YJH;KJY+ev!<QNu4ku
zL=2JlOc@zXBI-rkCrB94N|DMUB8U+)qI6O!d#*^gXk#h9u}!*A65uhqI1u)K$8Y1S
z%%6^*hdo2^`>Hu5XVFY*TAeXdU#abU!nj<JKckw$msb3{I(eNbVWxhbwAySm&a-j2
zToA=w1J_h_Jms>Q&F8Pdzu_yB{{R{P02dX!pXY78S8X1iQ|f(5OF+)3yXjiT^#wkr
z(OQ1o^}eRcwyUmHGz{um%Zlwnrk#b+(bZSf8isA^qN?ow0O0ZXLHrf`Ui=wou5@#k
zNIj@|iGQr-4JBP=9=_J>CX8D(_My{ucd9h)gHdVwRlezFq0_Y03{cn8-mTXPJIy`9
z@lRNa`f5rZA^c8itLNd<_=kKzTRsnU9cL}A`c3p`>q(`0qWG$PKdSVGlfU2W4!@~r
z6ISXeukNYFmJqQ+S8b*i%bmi8nwsHPjKWCUF3`WWQ?k}m7Od+s&pGy+w{A$s+VSt0
zK|FHSOeG~{kr7ahlR(1Vz7R}QNg{|C29+bCs&X+=NjzxbVSJ%ouIT0}&KWM<gOd@@
ztvh;<fPzV;WfD*FU<XWs0k2Vi8()AAhfl+wMtnZ=C*gv@chNk<f1Ipbt(uj+L3p`-
zO;2dG-L(atj-HzRU3+q|`#tW#X|A>1ZgrKnG^Luht`!#*RXFN+`^=xkFXOwL8aGvP
z?^<*2^<Sa&y{7eI)jDyD4v}J-^J&x#Q&U~&9=Hn%?@UqFQqs3f-5nj$mXeB{+UD)_
z^rGu^HM+~<E90}`$KuM%Ytx?)9N)Qf4#8%>BU4(eu4%m&rmeIW)LNHhZsNrrkJEa3
zoen12{X+q=g1}u}WmsqC>uTyA?ic<H{{Z`!{{Xs=#JBsS{!!`+PbUSB^N-59JzvfB
z_#YwaPNNr(=^)Zymi|P3TvYV_Wi^7y#bWV`Z1-lrNH&2N5r5p4!?1AK)8|UcDv2d0
z8Mkg$^OKQFKWq%WWi`&IGs%5iOh71(`F$$fv9X@FCe@qQEnJhaGp8y#BVs#vibTwd
z*2i!}&=mnws3?e(2qFQ@ISu$)a}PoCr{mw@-(Pb(P+4@Yh_K(aXXkp0QD0osc1tO`
za_3mt?UxIc;Q*qYihIq*-oHYqqTgP>PTg^NiVCWik@V5{-TZU>6m#p~Ltk?L0Fk`!
z<#wvp^*8=m*VAc@8LPCzw@bSV)>=~hrK;UxH)Y;w?N)kP`iq?ksx6DK+*@c|Dw(gL
zcFSAf5Bw$X=pXyDd^-OCx$x6Jl$|rp0ah%3Bl(HE{(q%^IsEUW{&H$RI2Q=~-Xh>{
zA1(cV&+)@fM*Jr8H=p(!uA|Y{4I^x{+Aiy|R8(qPmC}h$+#8~!xH{VnTCA6qtth9j
zrs{ENXmz{Oo|2($Qa0Gy09ku(xMbJ00yoqMoOi6ZdcahGx@4DT27IF?>zp1h+5yD|
z=osjoGLCyK<7JjM&hD+R+%c?ds5uGyh00>8FtDkmAgahfKXU0uD7jFG2^$C$$5~(m
zN_0$_OgY`oo8`AJwFfmdy@x<)f09k}QNL2f3a&4^OG4SBpsKmlyHxv3RJz+u(a}EY
zl-mxdlmL_~s7IlBx$slXzD#I~hcGoQ(?ne?R<~`fSEo;1uQfH)%eq(7TWMBl?pk`%
z(%bpErW$ax`++6Eq0}~Z8!i6;;G^O{L|nO%O-p%Ij@?;&b*&>*Yg1ik)OL+WrUR5t
z-B`4LoHY9Clv=88nhOMagRCfe8{%K%la}1!<o=}P#*))o;)>;{ov?bf+KP(7NkdG{
zr%+n&jsz;*sBaItw+*ojv_mZdT$L1r!OmuG8`;g%X`0Yz+EU1qN-=3URMAah0!zs*
zoAZ@(ESb^-V~Uc=?xs08j2JPpK<v90W?KV`*#_B?+icXWq3Ho>JG&U#R&%GWm@ap5
z_OyGebp@kSVBr^MeRHV!i@wp(0Iicu*+DTYgKlr~m~x!igy_y<i}%U&`bLXPepYLX
z5Eb)>Qi`9KFNq}Edi^|>!l4I|ys@xQYTjmY^GaQMjjvPdohPU6B`zt2{DtQK0B^R|
zbh?5T(!O4)&X-U^kbbnp1IFa|P2_Eh;scqN4I8O0w|h;Z*`#iImHLY!=$p8@x+|rU
z*4;a9SJGEgHifS8mAJ2#bznCM01`(30Qjo-RMLM8`d>%$FP9ppSiN*_URte<e@LqA
zb&8>^MY`>Nx7?`Rw^;2xFH==mfe3k*+a*bqhyhl}r0g34dHs_DqxKgS&fN{eE9*{>
zO<+Or$6?5Tf&iGVvA_xj9ZSA!fpL~zF1;iDB(`;K?e}QyExU_l`z4c+7YVZnn29G$
zk0Wmq=mCo<ig*6BNcIRAR61k;O;JT4AgCki?sNPWd^_o$P;(nnY26h4qW=J<G(M=*
zHp{2<uUA#5SJ^Dpmnwf&mg9P?w>*~}rb}h9MwF|r01N3On7U))>*6CvY1?L#(|pIN
zx7aN7H1^A73bg)`u3a4kD`Bc?W-G218oP>HX`qxh{&q@GkdQzC1*!fnej)XioVjT|
zMa+7t`vu~G`(4h38h=Spxm!V0+M1}QsIIqIDJ}|a_LNZP`N&a9lnI3@b-yORF8=^^
z?o|u8Yx1A>NYMWPni`IQPx)}v*0Ejd`lr(LMK7uyE=y%I)_QiWwQSjlm<e)i8N&<V
zL|iE+9-H+XPnEK5+8cO?o^6;N1ywOb0H~%UCUh|G2vv)0TXeCnEu`5_eHWuHKS$QD
zqgvW`GplvHZq5~xUPf&(NyFy*KbjODvt*itG1PkKi!3AnI%NctJz)1soqg`-aJ*e=
zT&=m?tLrXz3de#&wRP3cyH{IM=SotaQTm6Sb!90D3Q~Ybz#mCp4o6P^0OJ1u%72mk
zx8*<F-$xsvNTu}u05LWiFU>x7B|f+2A2sWG=dY+JxtWFW8~q+X58T-K@5_En^50jB
zP*9}}8;P-2{#IyuzL4+cKP%|`zt&b#5i05G`L(rMZWp_qy3K2*cCzVqucWqHsM?QK
zuDZIVx>`C`ddgAiKKsqGf~6%rN(7k5!~Xy$x4Uor`zb4KSby-$H*lD;5B4!z_67d{
zSX6*HfxfQq{_6h#ql;>QKaktg?Wx(H{{S+{l8$s)@Et?`-K!<-6-m{)j}B~oQ>FP#
z@0_Zj9Np%cEd{^I2QoFuw2E~gQzn60n&fE>I$9;5$)*i-7KcGVKu=Oac-Z=9;Tz&3
zSn11dtkb->s<>Eh6g2lcWpecnlA>L01yf<#YNjZzH~LG0kn<`IHcco}lAxd=NhNA;
zgnx*g9j9(uvr%&5s^4I<P}E&6mC4i^O1X4Y6pfdvYG0wZ->U8jZI*#?W93SM5~5Sm
zl}A-M1@ULdnod%3?@nDcYu4M=lF>RxPTy_+0MX4wP`YZ%RhpLC^Nl-8Y<7~Z4mn2S
zsarKFDk>#i1gbLos`8kLfQLTLo5$YjBH<{>1z3@J(l;s%3%GTQ3h)eq%bW|5SwSg8
zzyeVd6h}yGcVTut=d_F2zoiU~&9DZqV%^=g(@TM9{hm0JRs71GvJ6$fAdZxSCI}rs
zDr{O2RRJRyiV&zMO3=RypBGv`ll;H5@<&_gJ#LLtqAohNin-fW4VJEfr=HZ;i={;^
zTHn3VKTh=}ReRJ<C@}Ly^fnOb3ruJpb87nsFgd5JIhR2|?WwEsZAep>Lc%KBq_f%W
z_Lj{@r1SL565YMEI2m}QX-jH##gq=5Uzj&dJodQe7O$WT(p$A2uGDw`0Gd;7GUY=z
z8?|L^JBn$}r<+^NycXRWM7Ha$HkSQG5PjRE{s*~Z%+6fstx0&*dhwdAN2aWrkS57+
zveMg>FLvr%lSy)tuEAXMjU|`R8%nBLc_5yp`iH1fxh;#cC%;Z5kdR|Dc6Q`?M1{k|
z$m#LYl#)!1@&Jhe(F!BHV~7b#RKpp?(j{+5UrRUw`aapO?VF0l*ub!J0=vS+!8l$X
z-$C7>YdKz1a8CJiL$0X^DI|$hDyk~v;v!7rJel}P<;OeuL8tYd^Hb|OL#W)lt(57i
z+f}`w)w1((vvfF{m5%7+jhAQ~FCoC+TEwJ=$UyVm$DI1-;DeZ4$mFjs8`JuWOwsBK
zUGb;2t-7|lxW9VRI)1dMxn#RoQWf&f(lWRO1k-hTX)7T%n>WRmHGUZ$)clUpbQ&`G
zr@4ErHNKv<R%&}y-lpTxO{#8*al-AZP+Ay1rBQyMB}}-0r;1WKKpc4=nLNVO9MsnL
z?SHC1L|?TN^sm<<-A?5#3ucajlG#kvGY-8{<83uZM^4y7kGir`)KsFW2wP_9owzOq
zZzm0BEGa@cbpsmVVk%MsvJIU?E9&G)H5-`-;8io_OoE5T4V~bN>uVbz+3w9YYR_SD
zvim*sj<gqwhuSUI8qIcUE-fvISbN==N-Fu|X*6VRgEVm5O4|b2xR?x)K&hJ|=RZ01
zcRh7`de2%nXkzHio|eZ?Ph+I1qPMedqN%N`WwzO?t++l`YA!WSxVI{nRHq<9Km)2j
zhJWP8l^W7MPxIl-TJKhUAD;ZL`ZK0}P9|zTT-5$$(*!ftU5Qa#U;Ya@G0GiD@b9Aa
z7Nh0Hh1B=^y-utbOQxaH_FLV0l}D>@mfBW6X6Z*%>q%zcNlEFYqTfOk2>OXUb06aG
zPgpdE#5XYX-j<-GwCU?rMT7F&O}&)T+wG>mN?7jo^t4p1^tDXLx>wgaS!F0`F1qnb
zK~bA4$B>&xH1^1%8@jd$ZXHo8(zi6dg;&%6`^Sxdh$u*_gmeo?jgs!sV}P_Y3<eSd
zX{4mPy9OI6u#E;$Pyxx2BNb@}N=kn2eSi0T{{cJaea_xzuf4A8`FK7wMmc~K#*BjO
zS>m#u<u$FN^t*TFd9{fvS{)9U6=S0MZy2){Cu(~4`DoBNXO$}jW|1JB-+F&-p;VJ$
zK2qUFK5vnlAAe*$IW-F4e*vcG9GMl5(qhP3UW@O--``$A17M)2CYx6pKP2x~SD1^1
z&+-c1RisodXWSH;d)BP%mT~7^n$Xci*2~dtR-5VQ+)Ilay_<qM*MoQ6v6XXU4@^hH
z=<9+jkKeSLkQmiLB5|OjY&8*~TDXGRGwjRW`O8@bs+|?O`cn^ZYOs{ZZi!TIKWD*o
z<T|8c)P~a1(!WB-PAyh&m&174H7y{N@z@R+DrF~I<hUIy+SAuCbJ8VOiCftQLJW%y
ze;q);J%veOQgxM^23SNl0JCDlSM$SO<pG5!U-Im9^KXxb4vke@gjDer89(4PKcc%f
zQk0pq>uZwJ&V({j%EmOY(1Sc1NhkQETz1k3FFc`bsQqc>%2elUIKT$gof)nP`YCkQ
z^7n<ybC#-|GdCOT)O}@&W}XGf*Y)kswKW(6THdun^1D&}RH#7j=y1PqzrPRMk&|=1
z7Ufb5g|pUK`bg@on&vLs^`DdeZRe%^`t&^TOOAP3LCd?;>&a^yX+IsaS=Ki(Mbp+D
zGtCg8Sl;%E8HR%gR26M4hALY2{YxWqhq<G^D<)`jGkPoc2W4sv>C~Bxet$P6O8;jZ
z%1u7PoorsDJRc{_=(nGrhv<ek;>Q32Podqjlzqs_?8QA6WBMD)%K{D{JH$JVEskj|
zL2$+Pvs`Zpn^rYbOQ)$>H*?;+U`b!o??SV}8V%fJwm<I_2rUfbe(oPr%bjdm{n8}c
z0q_|`oq?%!1hMzORyS8w_)x|E6Yz3hQ*i8e2kR#ffDErWC#SQvy~vh_&-c~y7?Z2D
z$%v`yv%cAYAXu*vW@WH@XZJxNI1P`eZ`#x-Ss3x97?z_MUl^5^fOAI1>J;wg*e<<!
zkPs?+#M}0h&UR)eSV46zU!SU^c_zo)ys^pVQUKx6Xm+SWuWz=Ll&WAHP<uzW&iy{n
z%+UDV*T&QLe5Y$4A8i)@m<rw-XkzJ`6;d%ZvXgXnMyJnC7wrGo_sRm#cA=1#{vA2e
zR(j<%R$Mcr+{Vi&^wOW*ErWu&=kr)UP@1i~jaBWKII?(Z6xtm&p=;hp5vvI&H-ecB
z!PVwz_C{Zy(A0<XDvIqZa-!gQ+7ZeHQ!|Vyn&Z`0pG{;DY;|=t7;C(zxWkaMnlMi{
z+@!>w3aJh!Cdx6D2@J3eWHE_Xlge9s-tAD!wZy?#=oMd3A|0wh6J96*7qj66e?;=C
zMy8Vzk-UXWJ-y#j664wRH>n?+-`Xqbi6jJu2a;o#f6T}o7{_I|n?o*_{m)&2oYnHj
z9pFRjrk42Dm>2ms2_)p(c|&Cq1j5Auz1!=kQZ1ZYq`&fbBtUWu^FR2Wa>~pI(DmLc
zaCC%V?lGU`1}wUB7|=HVxKH0tZfQ2qsK{|aU_?!u{>O;g&O9PmkeLGZb_Dx$b?t=s
zEgNe68B5&*0d62>A09y;{pwg97TtfESf)UWP<7u80|LIsu=Ux_Ji-*(v~93rbJusr
zKj(Hsb;wkrLca&sM4z3$lmG&k6Tj1um|aU;xmO-!`VH#d*a@pb)kMz*MAtI?p9L9P
z>vi8|)MT+yG%X)B4MJ{PRW}AV=Jc>yG5BYndS1flfA`>aJAOd#F8=PL;CMCv82lEK
z8vJocrP{IR9kwIJCZFij`bhas)TSCQyF)fP58y38srBj@+JX(wvr_N1STXK?)~PGx
z_i<TAh(jts{r5O0<4FWXMsmI;=d>n|!yray_+i4V+@`7Uz(@vxf>j_HDJ4*_9s~*&
zF8Qqfe-x~H&#utjW<&GXWtc+g%!McpDUf}fGHs@0_Gwi_ps>y|xCXqUFCi*D#5^zF
zS=;mkGK4^H_07%@@XZ~E(YG^~aTj_wpc2Cozz_!0h0N)DCUD_`b8HZW3v&zJqd5QG
z<i4NF)B<4*X-0=hnW~Z3wysKP+};3hjQuIh7BF-3rs5j|n;eqgyowReD};$&`(T1J
zMxMFu-n#iNfgz<<9z~3KE&C~a;oU2TID;!U4CkU--;_1vV||B_N$YWHn*rvPeNM-z
z+5u{mQs%f3(_K;v<!k$QFSY~Dwau%7T?B}%B&bYg0H7mDjEQ}6sWB@4^hUkuJ5?Dg
zynpr+phb|>Fdje}MOeP2Ibfo}M18<Ak5p0+@{GN{vnb2-W=MQ|O#`Ju^qbqN-N-gu
z9q*tm*l<6Nu5E|)?)Oxy{l+`r73@bv94%0#nRAv_V4H(^R!SrikGFarh<lLZn211P
zS_izRYB|)q?#*#Jk<9e@T|+|U_Y91WnGM~0J&a*9az*Npkh^sYl1)ujZ>&YlAfqs`
z;HDo=mE}&7n?PHU#37zLtjb6us)_A2g-&7fVOxmhPEb|3S6)cF=qapj(G9aV$^%`k
z+<((DH*Hk_S<<mQ4Yt$w_%4%;jGHM<NBc+8mzBQCKO@%ru5%SnCSP1oD(3cN1~XV6
zlDeOe(_XqHnyIQlmPA3h#?x0c^_Vo`S>;#KId<w#E9$K#<lgklfZHjN_R?sm)0urs
z{rCjViE$3PZFpdDAH$QL-M&I>P_EokzZA&j!vA!XC$)<^)AJan{&6J(JANU5HBh=h
z^BX|q8G`S8c_#jX>swZ&U&|U-Pbtkef+pmP?;C~jFMJBse};)eRc^GB*L7|$@LyHt
zw_?>}8_{q#P&z7Ib+R&+nCu6Lp6ZHqTxO*4a+)w(ASZ6yTB24EoZ2U+OEXeizr%JJ
zK)Oyxk_^(x>d8>}RzOVV$ofHf{OXgzR*2y{d|6n``b}-DkVlo(!T~~8F6w(hYUC01
z3J9b#l1ZOi=YDSVEV0CxPYL+#(IpSO*|(c=Y3fashM3<Lu`(?&vP{?<K+X$pe|$$q
z2V_Qt!1=YmR{zE3b{j-fGC?T_q5x-BBVUwPe~;z<CLkXro$jK16)PmsJQ;Y&2}g~Z
z;`#RWt6zbB>O_66prQrrddfZ>zw;!kK}ioSWi<M|BVW*cYi=}NUI#dxLn2O^oE}Og
z&K%y_zmy0n#DYc~FY6{DG57D^g}k56j#Sq5=1@@5vlq)JT(ckZ4k_GDM@4by0+}0Y
zN!L4fdzfL#cTT1E`T5zS?qAY38j*fGybPdAz3KLrJ-109c9l7Q@sO6#z~}>>Na<)4
zs`jqXZMBY-7^K@l9X8OhBar^4Kn)WIr$`oOiJ5#Ns$!Roa&MH4u05vdVKfJL^!{7!
zh%feQ`s$hDx!FhY3RZWC;P$FM_wIG1E*1~sf6-hK2a2&jQ6vr9SZl`|-7ma)G~Ho|
zu*U_09+?<oFxG~S{BQ2QV?Q8ON&c=g;eC?_9UNbjDfqH*{3&~Y`bEgQEIN73*G^7U
z75N1(>00ote{b?9{K%AFaJm1b5-Z!paeWU-lV8WvZ?j);igl3qh)Lvs{2C-^az&(Y
z_3-K-ykvklAi9*zUcO)$_i&hGRSWu4Ipf9o;d!ysH};>ew?or);@LS>2H&22Wd1(5
zK|~lKG*f`BT)%wok5B|G6c9l_Wh{MJa_v;8B6@d5^EsXT<8K|(K}XD^*M17$pRUK3
zeq=rSwuHGVpru-xpfKTOXN}P*{Ypmk-HYgN2ae{ur<m;DJ}0N*0-3eYKWP}v&z*SY
zEj_v?$q5An==Ut2STk_-(OaTYLPZr20j~*eIdgX}GC@D;$Ss1BQOs2l>qOFJf~)SZ
z>##dP35y!&{nr|ODbS`<+ss-U9YJ%1iY`GVDF98NoaRuaN1bNZvF+7h8AqUEkPwh9
zi1sQ)pII<-kLguzkvsPjL_NogK=<fV0iqtdMv->8qF%q#S*^yeIUE8?YWmz|`Y}W=
za;H^QGU2q~N-&!CYw305`_J@O;p0p<XmvOe0?Gwu>j)a>2mp;Ubq4mhZ`2P$>AtG_
zt0+zOazsTO+YW5}M-(PmdhOTDwLmA!PVM>?M>Y8(V53@&K|qdA>&Y5$ccb$^qBRXZ
zHileMqDr3CRT?UpFH*ZUIXj*U*30u5%Io?Iyd)WSShkea(qrEWS!dix&vB|p0AW;o
zN|(YG5;Q4W5!O#O7zQ#h3&T-P)Dmk;!!irba{F>?uR<UtYKK_?_3_bM(C<`YMiF{n
zZa^;TTLykaA>Zk~PL}1{o#>w3^(~pb+V1#|XbH<UO(ihSevS*E25{f>e*3m;Na4yi
z`0%GhalwI$O7ghMk1JO}{L|yrzylYtmM0eM!{@^UA=OjT-|C((efAn8gWi#FZ}}<Q
zPCkr(C)TlEOimkm<@x#-`T3V)37*$mFUPkemeUTuZ?h--_>PYxU!qYsXP&@3JpYuv
z-BU(did|3XW}!=6f5&T}a$KxKcewCcJ@x9_PrCK^FJu?2x1YaLD=Tb7IRzc&r~djP
zO+p~z{t?*1;-5MTgBhs%r5h9WM1d|6%Pg4&nm6xntGFYY?vby*c9FOW3B30-Wj$Kr
z6G5x-{Ao)6;BOa|XHH0C8nO00y)8%X-;Nmdn@t0GD6Na(e&1JFt`k}LUnE?I+h1YI
z6Z<TpbG!yVr0H*TZUUdYQ|JH{BrE@ZIFNktbZzN7F&FoS%(JUZF%st2USj>xpEBR@
zI=0a9iuGi^@hQPFYuY<c<;f$}nz<*9Gqd&;bMCQdn}soQ(~=8b&VbSb1oepF4gxyd
zJRBP8k;HdE3EV`)nySg^(i28R_%E)mlk*-4(7lWcm|*#7PtN1H9F@3yZu${05WK6L
z{w8ok5+qrZte#$&6t5Q<EGT4Feuw(essA@n=A$z?9i^c)ik|%>^w-8h5cH(qh}_x6
zu<>3)#H(9Ixy%ZFH+FJT+WQ>9u{+a+QfxX5((LH~eGN!9sZ%^8hetd4@{MV0_j-GY
zvwt@ODz=bGitgcysyS2^*IdX0vya)e@H-{~X09~GLV|+Eg2vp4VNkYHrd}qneUCfS
zFP|?qAAH-X6d}8i?$~n`E9k&#rK_7FJSeR62{VThCc7gD#AauRv8Ry%HeR-QT*W@s
zmF6XkC><Sk1vEgf3pn0TAAmEcRJ+tK--k<GYl=tc59gm#hv<Aucq!VVXb{#n7(~PV
zD~oleSw-5o<`k+_9ma(AFWW1*Q#hxT4D`(dIX0^3XC_2*J0?H-JBrIyU2E$;7ACGb
zYR;}WNkeJ~%f={>zy*L&j5>UK6HJ?ELXtM612dNl|1x8=&es95SDyIGugw1O@0TE#
z`Ev?`T(AFe%dcfQ7_@0C!~53*xrrHx%ayJFz+cbOpVBuW6LYQY=Z5#8gN<nJSpNxN
z<X|+#6NLn3ow8?S{}C<TDwiSj0t&uDZ{MG+Hq{UYvWPkkzRTKsaLWM>2O}Pl^4dKx
z23~oG*R?j8_jD8&C%5<fATf8aEaxr!QMGECuGf$DavlL~Bh}#r#30fV7fJ~76VO+g
z+dmKSsA!Vd%#Z@bwVJi_)W3t5g@L;^CJfIzK7ZpDXlFKokg|L<`j)O9P0IZ#`5CuP
zazy=_?D!QmVC_@3D>U^B!GdS7GEB!#OQu&!*>CgS>w+l4P33CKSLV(k#Ya-Z6b$?L
zU!r{3HRm##<iY%}3z?7J7``Rb`vZTO?C|jEK;-KU5`0Nb;7hIpF+M(-f_ohcPESaa
zlPB(&r!IU`JpPdKQ(FGca{3jtwR;0ka+vamJNl)7UI7t#JeiN|s@_>N?vXpSj0r|@
z$raBRdi!yspKSGyII$rrh?xNQPml&JL~$BCJf}(bc}gv@kV;>p@KZvZ`^)X|y=SjK
z=0`mljBa;iE&sxYarEVj*VK;U<n`-uc<mIxbx5uGY*8tEDt_>Ql;p#Ao$t@+t1w*b
zx0OzYCAX_YKelBC4IJNQ(5lm2ufOGr4?8X<;glZKe3?#V;L0LFa`<%3e#xg~J^oe`
zT<%C(wuw(ZD|T@ZlUY|NFZg<GGkB)(Ga{_gIU>Myjg+<bKcbnJZ-{*oqO_lV{veb5
zlikZl{4FTb6&3PLp;c3H&3#qt4!g>YD-H8t%CD_Q;Bn<tVwI1q=g}C=)%yda2J-5E
z*tYJI0pz!z(r~B!TOw%@G~s6XmWCqPcKciKgy^=kck}U=e!zu9r7(^}Z%I;NWXL1n
zC!QG1P;+c*1N4HON&~ACle{WX0L-m#<GGb?L+3Q3Y9f~A7mHr94z=qWc1;(0U&m{$
zJKX94oPHT+2jLrj@v=X$5_ccHK?yzWIGffd?_|lir@qEvu9wKGq5JNRz=#Hz{R!zk
z|7}qcax+&4Jni{n_DDNrv>(v2P4|PXu=^7N{PsXg)}k$Ek>Hy9Rs~~`fV5=Es>_@0
z6u)qwR|_YwM&2(KxlrNoEjqyb%DnaPq`zElZf=1mE(hwn>)6swpj9Sj8YL^S262pe
zb})#cvE>ZdwaxnCmo#@{PsSGf)5^%Wt%VoB))ul4ufap60rIf%)LpNZc{8h0$cB!F
zp~c?y2K^2&`=S&9j?!XNK%FwsH%pjmAEVHc<Cq%-4f!PJ%Rt;KpV|UgYaWvi8vXz}
zHv*3RG_4xRrP$>cQuKJ#an5R9;vzP%ZAP+&4YeXwQ{Az|=KO|nbVe$W&)wSH;f_00
zfZK(N=%Wa}Y<O(gvVOoInH1Uurjhi0hEmV=S_#<Jj?d^q)}B%;GiTRj14)VF0)35l
z6%vDiH~=LQ^JJyc^G~;S*I6kl`lP9VDB%qrm0fh7)K(@Gl_f0_W0n~z4yl_`<%eCV
zc}0~J#(vmsWNwfuQ9CJA0`BRXS^#5Yjdg2&2g+}%QFg(3;5|dFh43$vdzsZ7UfeuD
ziu*h|?85q0=(rSwLz4Nfz78C+XVfmRD<zz|>xc-$WYhj!aM{)cZZx9MJP$zBpv-Ex
z2KQH1@@qNSl+l&DZ??LbHq6|6x$y@@8q5j?)jdWQ$h{2DK+^|V4`-GMdSW5fCdPBd
zs68Dbem&YpgO2&v{quRxOj;^Vy^3a=U+tn>n;9%2e^r8N;QGTWg2LaGOufP@ON1;N
z&+jn<Z3K4(jaj)F!fuPkZg=feZ&Q)Ky+$LJuA15<e%rYp62uYpo%?pnPw;-Y<F(5i
zZvqi?^X@+)Q_+>}b0d$F!?~+R%WJ53e0zAw4gK#BC7ZMUh7hjXY46~g?YfA9g?O39
z&Odp7-M{r&9SP~|Km+S-v6t@+6_6UHV%Xr)trfLE1;e+!Ah{LO+zFpr%RECLclbRP
zx9axk4r0UD&c%?{P?c+t_1=ksZ;soRNc|L(%a9ME0$G#CMi|C$7tXsusE1yuG}wFR
zTI(7Lb3e<@i4?uA{KvnwEqkIt){m98q4aFAVd;=iE>VN^nwW#@X6^pJGSbm*H?46{
z9~R<s!f>gcp02WCu=3lo>c?8~Ou*H?Btvjju4S{{8mmiU<2DqX12`8BE?mtOoHzLV
zrL?ZZAFg}hBp11xJCZ@R=>2gq*_(O9V6MdU^w(e1Jc^6)?X1ghYuR*-(UL)mF}idl
zkfw_dU)&*R^(o_&CC(hxSczZ#xe)LPFWmh56yE!xLr3?~&I)dX)+Re;;3<P=Pf{ZO
z7kzQ)%BR%EyT3{+_QZTf6zJdKo(hIk;h#C)vYfNt9lfz=da^Yng~#*M99(8Ljr*Hm
zW=u^i`0YAo#fQFLn!Mq+sI{NY=~SjAzs%}-pLiiQ9%lEg(fR;Am4ajIQgW?tnK4;&
z+w%~fAb>}1b*1iKkV4SYI}`csppMvf@FFmSx?JzdB%k0F8~SW}M5v122?#PabPO@u
z9UU*O>tThQ4oiNwMcB2^Dh_qZSuVp7CW`Ao^Ed2>)K+B<OQrQHf^WC@da293F-#dh
zJp`RRhpHxpNHbko)_LrD%LObNWSKyb)%81Sfv(HKm@9h?HshF+vTWw=me>OSo+T2a
z(8Z3YhF~3jjclK%i`0ZeKhc=?{pu@ax_cBg%`{>oM*Oi}llA~9ALyDBb$ATjy~x~5
zap4;be&u=q<-8zjCeIfa_!bi)p5`!E>8hFHwwa&jk0`IKF^Wz*p7=TX|MzOPmQMpl
z^=tmD92J)7S&5*4!RxaO&b{q|tX+1ZR5ICw*&YwMY7whJjt&u(LjS+uquN}i`J7<P
zO@lumeRjSp{PjG}G6J-_uYWP3>#SIWmGb|Mt=ZQH$65K-^>w;pRdv9bm8y>S{{8yr
z{_C9Y!n+3MDk6#P3fQ!2;zyl&Xx>D0OPH!zyq<Z?*$lk$??j@}#%>PQQ0Pbh>L`lf
zAZ(3nbn}TW?BULecl}9`l)=3^ORQY(se>1MGI9ZSVp;F5R<HY-YvzrB&3)|!EjGa4
zzah$t9TJOw=TR2IoV@Dv>XwMY6zfBIPPhZ!=kq&izy%9i$X${+aU(=V=K+Dn?g#pm
zoaCx1L9>2CW4@i>%V=%da<Mcv+46CT%P$%zC^T!x3|lP4`dv87D}87LYfj&PU5%gW
zdQ=inWEPJ-gGv#Qz0*v*l}C$_iIp&Z<yqfeqO`3(D-(0A`&T4CKX|)l$=*&UVR+8X
zaOkQqOc<_2vo~D_kExF6ay<zGD@MM!^B>W0P1dG*O2Ns!fKRnXU1v>Ockz!Ywchsa
zQ4H~xbd7G6cbMBi3M!!*YBS9pFRu<bPy$1!k3Q--v^aG{T6JwW*DY&<r3Fmb&n{25
zQ*e|w!xA&TVnbWp{+>=>-^<jfLuSK%5H()~tTjWO<nY+*|NYYmcL|6faUP7J4Q#8d
z{L%LHfVs<;zi!4N3c?d(BS;~88l4?ywDi&JBk#A=oF)FY--bF0RZ!gV&1CU!GD27|
z)5z?Xb+)?2Gs*n>6#**?B`5L{s6_G^unq6<nTr|tqcS^v;J^2O!e^7z{0{SQqxtPg
zUU}HL%OsplLpQh`I4f5#xw0CY2PySK(j!27(fY#99PKOi^GW&uI8|0CG*s0$%lKN}
zgH^QR;(f*8V~-*n6p&<FG|Ol;HhYw!1qtY?*b+v=3|g7cyuAj&1A<VE2cTZ{a;g_@
zy*zani{GsP$u08Q-nh~xbUnmN>XC^RKMr2i(50Bug_SZ8(;H&o+E*-kB%}NKq!E(U
zbJ6|Bc&tx%rzoy}rd^-Luf=kuUFwZNX}9g3hx@F5b1lY1K+pOF52uno&d~$>EJD0_
z1Om~^RrVc5qRQ6Js*8Kaes`W#F#KMyt|*}P7VM6TSrvO&0o>f3^>ldmr)fPsl8l6W
zqlgX%zzI)i;#+XJX2Z96o?CXiY12u^0crvBFH6dpnZ-BSRQ#9tQF=_mJlZf?*@A#y
zHlbA=M(FDop<-sCI&=GEmb1TinQYi+6Gpm*79WQNAeZ*@?DeqVPy4Q_6f~}NJ{~rD
zB1YNOVL;t~rT-in{&_Y`KkTh9oTCr!E!xONLl@>9d`m_j<Yv!Eo{BfM$22rPhB#Na
z*9{5?>YbEw{CoYcwBaALarRK6+H&@!aG;18=AYEp`F|hEbH>Vz0iovpGAtTfa0=Dk
z@Qmr|dI}acLfn{+V9$aTYHXvTEmhOB(4iVUT!BMtC3OMU-Jm+#0JvF^oRx6pgkDSq
zedpy2SSiLv>1H#0*Y4b|bHe#QqCJ}%!uH`mB87lb-2R0Kp;lqjOyEDFKk)w@#kbA3
zC|kk=<9yA2Axxf9DL%aMgwF0iBKiG_|A@Bs+fxY`F1H`OZ)RCm!?mcp($2Jh2u`(v
z>R9~eQ{RLDCP5~L&+b!f1>!5hi;pR`Kj+oG_dp1`;lG71-w2&ktd)*y?RGzF-8Sd<
zkE?|vo3WPlg>obY5GE!deA0BzLbR}H%Cj2;nwQLx*D^L%Atc&NF;SZmiE0Q6ev;JU
zP@YhpBhdnu#A&&08+Se!S>=rAo}&o}##@WwEa`SZ_E@-EK{CgJFjyX)8VqVLsZq|X
zHcW$-oaL=V833Tj*2gQF9okS=k8ScjG<I9jt@5y{^X<b71vre=!k}Hq!meY`#w_FL
z=O248)5kwNIjG(fYs;)8VkQ<1Yy+GVX!ssTCIu!8%lmKs{625VI^BXSX?ssQEs{xg
z$erpm1Q=5{5lg*Gqt8ipKO&gVPM&AsGy@YPjp=L*gI9UM$)?32u<L!|Wx%hLF)|(A
zX)!kmmjW&;Is5}Q-V^2yF%UH%aP&0e@7O=~(7Q(@>!YR1H&d48CQGL-#hU>5Y_PU9
z?5wxG{S}&0v828iNBqQe{KPBE95~xp7t%{NBgNSu^1}k^B<o-K?__iPW#{4uV8u22
zdVMSJxm9@gF&}Po`vuG;33`=L6|i&>{S6!F0kLkn?%YP`gWe%7_=>CdPgty6v0aCM
zW&i!zvdx%ddSDZ(xwoQHEp?i?St|vNtC^~D-)X|gw<^e|ph8oN;KA<_YbbV$0blv&
zkDBCxIW;9;Ep5zy4A#>I-Mo<=&{ho!3<XSqpO~AD9<K<K*PhNr3O@FhCW^xK8ZG+h
ze0}w^b-3NDUKLkl=;r6?RV8wf7%#vl!NI{YRuMm2SQ~l-jXMS)MVy~?$r@SErwh!j
zki7c{vmL~^9J<S^q5*z9GOOI80t^3qb>$vQAhZI8y%0NNwnEQb$>b6evRurysrQOw
z1PAHv*MAMJxAX`LgX#ZAlrPtA>S1;1hJ?oV>@(l2foz#EMzJ+<@1!5B5F9gZ?jUrc
zrO|o$Cx(X=MClRA5udp>BG%hAL#eI-zTIYiYuS6-clmhySDJQR8)pH5-T;a^X5uG+
z?ut%RX;YW*kuI2&(Iga;&Q$B0F_IX_U+Ndh#&}(gz5YF!TO@?$Gn`$L5|)DToR!Y&
z+JSIWUL7V%-mw0BIA_V0t?nSxAcIH&Duy~opqKK`#-IBkZOekEeI=$|y`7f2XCuIK
zOSF48w5g^whrIs8eZSeD<0g1V(AxfiRFZvR@b-gb0q5Gn8=8}{lgbma!V_^c#^fG)
zlLJuy;mkzbN+BNYiF}YDlzUzHp8iwN=AxLFMB94dsDYyImK{3BOcU_Z8l%c<RP8Vo
z)`Brq4QU-+GC%Ns%o$cO$etWByT$P{Bh}Ze*&-nANhwYh2)kf;q5Ko{AdpNjj+h^2
z>CHm7Vm;BeGc`W$4;d32ql8FBNSqG+wals7pV_0ZywUYVRCYF@)f(sO-EF*DnIE=p
z<WSAzMo)AZs!sfn{cCc=e4Cvo>nj|Q!`zUf5g{bZs1T9+C_<gkSIl7JxT$?{m?x!V
z_&qz~RnTd@q$Ygw+-?}H(Xyof4J+}g(3PzkNl_DI09eA$7=yvs9$c~g+~y<xyBJg*
zJ$vAkUGjT=>}W>C#Pguk$2V-(-Lv|Df*pqN1pl<6+Z@A@>$Pc!((}`B%g0B3&DgKU
zo&GlFQqw0{z9zor66en;^3YDtgv2+UHkKq^slKyz`&SG<Tg+6Rs&q&2OSr9&jeRS;
z&#V0H;4Cn<yx5wjk<<z7K!qD_^<h!B2G|g}kTZ-r8+^ylT5tOY@`}IqF{*ToB){=`
zb^YYp#rBrU+j8~PWeOZTyyC3k1P4J5lUfCFn;C(r?=Ad}l18O;>L7m!l&6ATR8(9s
zbSAwV+5eR7X?t_B$8CJCElU4cYKZ3KnmZ`b>Sr^gv*`@V>ecfDWl>nGFJuNW!?|}k
z=ODd0HU_g}E*=9die`dq^>??Q*~kZuskpRt8l`7qX#6^`MvcFClw$>|`^>T%=tq>z
zqw&J9KW&x%<Eb-paoDg~5$opxiTg!R>pG~Eq~UdrL|VsmA-rv}XVITM<~dlj{2=Fv
zrO)nD^7vsgxW7=&(x&tj@zdccyq;?7U4wLiy-k^#*Xs1YW3D3QHqyYC0MB<G(NIRJ
z=?zC_mbucYhJ^b;cdN~HyoQq-eCrwN>6(Od-iW0nzoT5JA?6h@XbDWM2rD2Miyt4!
z|0KkH2y3%3W(L?a-enG!n|N=bZw=qj0<CG?#eMt;Z(V8R_wfR+*0D%E>e#EO2E<ed
z7@L=dOGz?Rt&je!8P@-EeG{G>{J9!>eg$=FLiB=-SN6Run+@k@P>ssnEzjqcb~4}d
z@8y_%J6#28)vRkDoePBX1pOF(zzR#t>ALOK!FkQ!wH4ZVf^omfdbAuyhS0aWwL&c?
zi8SRF#F_61SIgvDiQE++-=N;|mg<ZhR{)mSeQ(q?sYBBWqjLSN>yXeH56F_{#-WKZ
z+7MDzQ3b6jsY3=L>->=hFE>&JbU|s)-nFixDrN@K#qw5H{eP$;3S&96(_3W~EMDj-
z|K#I{`AYIy&A8FMo&Q11YF3C}Mudpg+|n2v%0a9yxVe{bhq3b)NRUEHF#ZEA?_Hxf
zBYN3vlKZ4J?E4cDsS|02$x!dGx#Il!(7C?V3yWaHbl%~xh?y1hL+iCFho}p^BOzpC
zvSOX3{5ni{8YFM1igR->l&rU5_AVhLn8{W<odf@EHL^^#Ex1GDf2E>L(DRRmpSFPo
zEVEQOw~Fee{o%8yMw$APaHIC7>i>xB0dWVAXTR$-8X2K7>wp1$(@OuU(-c6L`4e~O
z0s^sT{)(2w9f3ep*_dj-g}t`}*$BR}oIN@o*D#hIr-BrTLAx!sM7s6cHWNX^=uX5z
z0$f)y?=(VWleS0|l(si27*mZ=-sr;U3$dZ}OLRPM<({GucQLQZ_bd`XZ?eADl}Gc5
z7QfKw3DUsTKulyt(RaNYSP}Ganz`F-#YE#Jmez*uY4J1r7o(86F5g$YbJH|xM2;Wa
zc`NRKU5Yd9>GjrMA!_S15<<A+q4+;5mxQqHCy|<8r~5x9GS?2C+EwgX*-7p43+<x1
z&E)d-+=aW?i~x0xzP`=J!HiIU%$Sh&5G9XL?l#g`c}QQMsJz|8JoICz<TdBDR;bpV
zZvL;h#F@bQ_o5<}20!YWn1U|lbPv+Xd#(4Z+94i(4DD82=Z_I==$Tm)?BagPOs~Ov
zf%GNq;JU(5xFTIR*J(g0dT&K+6t_1@ITu&D>(+dm>8=}s_Gi$C;~<3ZGOoO;gI;b*
zH)Ti^lwM6;nwc4V_>cEG{K#+paef4i;kBVn{qs|4`S4WqV!k(U#ryo!#y>Wo9RraU
z3iObdTFV1Wqba3KO<DB`1#^M;24o?|x}Br&`?N5Z=e`S;dhTU|^WmFMy?1+cqK)3x
zIr53mcBAHFlQQ0(^wrFo1MfWC2;qOCXQVH|%~C7dR#N`^Y&k8XsP*72z+@z2=D~%B
zoG+&cVH(L)*E$LJO;pd;AQOuIaQay2U4}ShyG_<_X*K*-uuJI&aH_h=jz)>HjJl`a
zwxy|ON%BU4wOeJiu&e2_p?24PNmEm^<wAP50J0t$x6~;Gne{ZOE9}~>Zp=PswwrJ$
zod1uALSlW%$nB~x9et$s(<j=u)zk!Q`wY7bC%l|zN36cNeJSrR%6#DUkR@C9J@?Xv
z8fB!Kvy|D#R1C{T#D>RT!b|X%P?Fop=kv>}wJ{(GxFltTi>*J)?|-$7Ua6mbUEU5#
ztRDr81b?Y_!^2EPMKVhUr`~Dj3Fhvt)@aEnvfkbk4gH4=#2dk|!48Wqy|;Sr-BF)T
zg<uDXa>28GSY*G26_m0Po=s@HYHTexy>I0l-1L2+X-v4ARlepdDHmg-Bp=s0M%A-U
zP5V3xGqw9n>XRXN!oF}~=2wo7OY606N}1G57rz}H<_)G@bX^x1kB-eHH-bn?`4964
zGiE~Fi}UxNH-5Xw(u|Q%x%*H{)I>ZEoRAf!MqTv_&sEcCxm3vHsAa|4X}oai)zi9L
zA99*l?TgoO?}spj*l^8yxRY1f3@6G}i<F~q?)pG8qZpL(M(y?7wL+(PWv6`;EG63P
z`0mwQ#x&D=Q0o}3Tfg74!6t6r+~0%>3v#bxs#$_{X))*SCr*Pi?{mRzA8(rr9QIRK
zFJtNHyAtz2){XvMA^D8V-_Ww2ZvDC;P5N9g#!d5i!B@>K&wH}xvOA{k2<qf7TCQyz
zmjs_{uAS&lPmSW3U258vpPO4Q>E~X~j*UDhk=qrV#-a-=yAo=xYhhn5v8vj@&HKeE
zYd(y}ovfC0@=C>e7+j1_5J`!h`Q!Kp+4?yCq}-LRa+e`+R6%0F$E%MH^q+`X%UZKM
z*_<Ye+&+ZyJm+h|AcnQX%oZu;aa(cenjARArs8Dq2d(y3nRQaWq9*dy47zW28+@rv
z6q>Um;<dimaiH!N<rG(J&(%%h$Ua-Zno;iEru}*f`WmL8&Az)ZE13BMO6b6#sr9q)
z57^#UcnQ&dqfL2Xro66e{FtqW-@TIMk2A|NTcz-ZIVM6N-?YUBamoXey31oaUYSb>
z1_Nsa8vU~w_nb^7ji#nw3^A}uP?}&R<8aCbfWS|Hd@KP|W6NXmGh1@=W@L^vD<_1-
zwmu0Wgsdy3rT23v6-*_NCf<aGL!c?+TqZ7?7@Yag2iu<_qUW2WA1c4EuT?ASSApui
zoic_i33cw?2s^i$$C~c#^K>E8@-fEKGJCe|v$OAMcVB_1buOc{PsRLk0njTt@)X3P
z>{8pTe9*!c&6v3o#yK0J*!3%cW~28!<sG(nld^|L-^3fiW=_0lSLr{81&E=>x&{rF
zUi`g!d1;J)(yq6B<zTlnhGq-UJ`*Y8TBzOEx8qE*dnMZ)h%BaG7El46M0`#=@eft<
zE&4_I|8f+!?%1Q!^o|FVkGA5vtLZPlY#b9zFPEjY=E!^XX=NgBdbQ`JJ6kU35+IX@
zFHW(N#2NM&R<x*zbqbf;LuwqMwJJAElIyZEJvAMa{`O;I?kIe(uW;U_ys6uI-&)w%
z3hJLWKX2MO4ZrlC@o(%lHriG-tISPD6VW>mR|(EoH*L9OR$R}U`5xQ2*V~)uT#p*L
zGv5@xM{bgeXIS`@*VOI>0e7H^6()%<BCEbmfB#Uha8CL=>Rix!z7tGW_3Q^}fne$J
zkTp?W*j03|;!#P4fjZ6g)POH^@_PV&_o?(QNt=F&m1h8GYdLjM4b&dyr}<63#AUlR
z#_`E(Fim@v(K{~z^u0uBi>u{;gvk1?GPjy}EF1Y6joep5D;VM8iM9!g`>ST?hcRn5
zau;NnTiRRFMV;yyS$m)4-31(Lh;Us`3g`%Ma0~FIX@v@2o9-&bK}8#a+`mJG8*ICz
zn!V<wBdTUFmP3<sH7jl(tc7P&mc4T$*=p)Pr0W{KT$_2l4hwG1Qeujry7b6?*@Z1k
zvjkg;;vCg>L+*|*-q6jWAq;c6Qmhz6i@8_JoK-26Jg`=+9}putTUuTTDwXk5GMXe{
zT7HjAEw_()4V%yb<(OE>8hU>3;HV$IRr}7b1>m8*YGL{fFhEnaAcdZ#qvkqJbzZ71
z!g6m&S;Dul#Vg%i=t)&udoU6tX47o}w%Mf3QIQ9K%YQeh-d)R2=I)>8vYPZTKo?!6
zMcLHWeU>3hyV<x#bqks7wp6X+Asuo}sHdbFDBAH<v~Y>_e$jQ1=nn)TD9T&XIu)OH
z?mGM<l+Kd1U<0~`DzTo^fHCnQg}+_AO;mM>`=MP5MjHWpqp@<d=vDd{(pk9=Ogvg{
zt8C;-<V<vBIL7~o8cs_qX3zRZVPR$kRh3w&0890bLS5m^9lVBayA{u_v$J_NARDmc
zzT^1|F%m$2{i2yID|CJ9lx>@hpN+AiVvW#7c@bf<N%?K>!;jnc%gh}NU3Y0|u*{J+
z7vcHx{t*6)b?%Nat5i3cCH1b1ZmKaAF8MWDncs6m?6CTlEIA*I|D+~V&hndhn0&xQ
z#qF_#oJG4|@eK9141c=B_r0C_STV4n!HhOG{m%VZTn~$XxQ-BEuXC2wUo4g$;S~wD
z(}V{=+ZR^gmwvx5j0s6}X)v-#`iX4rkqKp?R?UML(`K1<OE^<?a*)B;r+EH+8TFf}
zkA;yo=<g%Cc^~Z*k&j1`-fts&jy4l3VMFrf&$^h$F8d0bQY!$auZVBt8buAR9!VXI
zG7AflGC;h7LM{9xei9FPV1vIzYcCN7oSy@~2%OCRpX`d#c+P6c7rq2PI%=m)gzS~a
zaASyz_xSF!c$E726`A|Zo1q(}ip&B;k}U;1{ZGz-z(S!gg}%hfuEyLYhdRs;BLcp_
zU?BWeu$a4ph?r=jI^un^V5ePUka@i~ZdA>k(kj?7-*hgwbmlUAHr$4_sZ4*jZX_UI
zW4aKDDf-_iU!CJaWjT^NQVVCbIA_{U6Jq=3+qlh?+Y5&+opvWz7k^~7_IsgdVs~<G
z(}%>(uEp^O_vR=n+Q_z-wr0Jd?>u=gBiitZHirj7QM_|mr>Gw$@oq(~N$d>{TK<1(
z0^0mjDep{XQ-Bh;sP$&IL?iWSs$hq5O=rE{uiGG2&_|+&<`8+C%QZv4_NJ|&V?ATk
z(azrVrhKY|mYsF=J!T^k!~nZcn!zoHHF7g9Y11XEe+N%lbrQRKU~h!83DG046R{)R
z&YDGp<SZqacV1t6sj=NeMYUxvs=7mkOowkGf*Dif%^P&;^0HEUvum%@&#l9hOSNMw
z=b_oG9a>me3x2`5lf)*W<5g}o?21*3B?o1KA6^v7UX9lfm3kjTa_5c3BWendN>|J*
z?s;F=t+1-tyRyy7SXgh~OLX~b*c1|n!$nCmrJwC3TQpU3&CY5Q5hYbSrTTUV(FpFb
z)QBY;(~&z7EsBWv1}2jY16<MG>gG!#&``W=?`P>}xc`WvUXT5V`Rc=j=Yvjxq&y;P
zU$1n<=u75^I+4*PWbq62HZ@oV8bb<CaHz4wW5hun)T?sI0b{mu@W8pe%y?#MQp^NY
zvm~T!`B{TsP}}(1ODL;AEjofPC~Z{V?z;_5gMUuxP_uu@Ud5OWyg9&s25aG+Ep7S5
zJ<F#8eo=dCkTaVY5WH-u%psexvlb;^(w`N2*+b<;HyS&8ba3bmm)mUjZ*k~qx~Zw#
z4KohbpmCZ7Egg_Md&N!vlF5FKP&vEzl?=JrF4pM^|2+q_s)g}5GHtB|t4iXJR$wrC
zy;p~*rY`iP5-4V>uWQT52KcLsnH)U)*rI4!Z@!*cn4F~dU7?GrsNC{seznFvY{1#r
zR5BIoLqx=%KSKU%@h3Nl{hY`^qh!FnH~61w?&Qi)rcb3dZunB|TBgkUzIT}^61-^^
zvTtMN8<gbU%hKtzsKH){JTwCD{-$~zYI;Ox>sxDs^S^EKJvT<2<W^x(XUDZL;Ri|e
z-Ifr34T+|C9Foai-IT{pVz03#`T27M_cL3!Mqv%BFf0>b`BbW9Og9|8fMgAgMUL$E
zI@0TRpmH#qx;Nh3m-Z?i_tkVjG?ONUM@2c0n_TUvQm3}C8pawP;afjC`ZlG673f4w
zKGZV0@9wRF@{GX?q~euu1|)Dlrfz=BR_!?YN9Ik1Y<GhQldciS@)RFeIh`W!-`(*^
z1oPe$v4emxbu2=gKp(CEu9LPNTjnSH4IOQB&5XZHE842GaYiO_QbR9HUb=m;z`|@w
zzM+g7;z8B3^}gxqQP80WeZG<TpLkY?5V)L8%ps5-UxJ3xxhC+nJ>USBZ#6v-=hQEj
zqq&>!(r{VNe`af|zMsvK!(q`?6783dtO3<gkRLX|LP>3(%L$q7&&f6vRRt^Q+nh2N
zx{q;oY1-7bTCH@LNsbLOrCh+~+*d7a0v5noH`X!tndH?&!;YI(+?L4V(Ky)<D=5}1
zn3<ue74O`y<Of;vtkK|MvI$5tnVjm{0OKXs5M4AJ0)nK6Z9!@OlFj$W?I2?`h9kiq
z%w663tNtsd%lqbD+VI+5qkgZtprpVP%T@SulNmYM_d<zI3C6UKq<GmKxg9aSA?LqI
zqwjrxR08+1o~Ku<S+Y%b=IwT;ZKN)WQWsd{*jv}2B6;{)i`a+uy(ec&QZLS_8*PFq
zL3oxqpEta$t>9Twa{mgn9Qn{|qtO_QzUTc(+uZYALKv@WCAWID(QUPAi}t#T7mo>g
zY~OgT{#3KPZ!e^^$P{aA>y@`uh*MD$Z0?@xwKJ<J60}Um)j?Q5)L?`P5h8=He>wJ-
z7I)LjtWD=HKSmDhR=vziZFiX)#}ECd&E#XJn|9x{OwO72;J>sc?5&@Vzx)H5JOTpk
zU(nJPncs4hQL<%RH=l^qAJeE|FLq}ydwP$RM6t*3(k7Ii?}$cN(;Pj^rcN(S_89~|
z^YMdV)rAAXUH12d;q35kg*<b+hPlLmZ1i)JX-nap6U-hE3=^7y!>b`BH6Nk5lablA
zPlGQg(V8KO!`WFF)rGe+6L<GGXHu!(MrT`ObZGX!`od{j(-K)v5mII(Ee`#OcViCF
zn&iY^>bLJ}VsYQ_5L%ljAm#q&U4JuQWKth)73&E2FC}N`2ZrNZ3bGx{ZTie!bgUTq
zcy8P6<6)!WPJZ%QzWa6_`aIRYmxty7SEgmUdqtax3$tBiCf2*Vle0XSzLGM1J@Fah
zEP<!oh^%O%9Rsgpwk?=`yQUwXZRq~EV4Lxj`-)+mBJ@n#eHOebuq*WWP+~H-L}W&I
zFov{=SoQ5Zn&HuG->IqY_$+wl<;JPhqegGVtAmD){fU=9vo}&Z(8#YWmf7eAB+!^U
zYuPYr)!#RoaIJ77^weFXRiK6l*NVEa=|u!gBloK{1L2enq|l0$8gI>*SDRt*kL}l!
zouMPjAtv(+`u_3*bj~;Z&wYat#BR3ZEUjmS`Kvg$9~xzy^5E<@<*Wh7?3Icbc`Z^p
z7Cj=e?Um?-$?!~OgCdk@N>%sbO6eSD@b4(E1O3*F-^H{L;VPkE;hxW5T2f-4T)Y?L
zrOXl-Xn<7f&{p%&{}GKWeeGsz?z?U6w(7hWrZ778>Z{nk$DXhy4zC9HNMY41z&<q5
zef)LD^h8O+>g4_#1|4k*9Yy1RSMyBLwth`m*c4OL7!sQOvac2A;e}zk3@IVW)ATMZ
zZJf)p&~A4xh9v^`=m{IM$V(Fmc8^C%jfS<byg@CoQ^u^$$(7%aDH;_Mh2X7l1~5aD
z(Ju4dzRpWXF0e2NZ7m?!-=HFlh^0rW?fq=eD7)YDefuU3kCcRc*0B<1tnbd1OH48J
z?V1uEjrIrU8~{em>UlOjR0Z~T6LUW-<PnX496mF64XBJf_Q-0j|J*G5Wa{(6_EG{W
zHBe-%ylw_eOOjQ<pbX-4<$v;!r01y!iNmVAA@12^<6Q*`OrWdQ8qJbYH!s&~ucS~j
zKMB9j77|%J?k_0g*Qc~OPm%F|1Nom<@@a4WPGv{r&z3z@ddSdEYZ}~3FvG~HrfEw!
z+Sr)nYOLAR1zdKwx?8%GNPEZ`85L;&=g_lZDmp+Ty;6nf|A?m7SYK_mU)5jyNA!I?
zt1996hD$Oo>ryk|dT{pEDdKeW7oijA<jebcro%ty^TEy9dpAN3bEizWA^4$?MiqF@
z3Q4EqRX+npF-Xpy%K4mw(Q>C_?+d~g7FD1Wz?n>yng0K80c-ld1#FU~BH`gey)rW%
zZ?0J*|8D_X5)3!1m!mdH(h#T429?ZIR<b`T+LCt02LyL#cnh>FYU1bbs0=zd1*mV(
zy-Ck8+v8Cv^X4{j^Q{4oW+nhZ`GSr6?;V**7d{SuAuTD}9d#WZ*2-_CY4?Cv%)tUW
zQ{EOV4g-SPN+y;!e-6j<C#KTBsfaHZtgO}B9{i7J@Wyp8$16Pu&pw`3HHEihuBz7f
zJ9?aBU}x@bs@pVEWLiO)%}Lk}0}|bhg+Mv!r6L6VIZNe~_4d{*R^Q{wZ{F%|v$_q8
zs1mYa=Sfg$C~O-NYQgI29Zz!X`CWFwyY5|amp1~&F&Ur!@ozFFY%2i{3SI52R=Qp_
z7Bb-xG~O;7b{<mF6jpP^m=_GjPz1bwmk`KVHG%d-Hbt5WsN5s`+oHW>1735ud6<jI
z-tlB&2HV0+pJgEHFZN?^fR&A?)uz!`2JrfB0XLO40l0}=J9OXF#9Ll_Q(x-A$?(OF
zM`-mTLv?bpBzDUtnHgnj)be-aTU}e<ln!05CHOsEQY=*+bYAvhxmQt!mGt85DGL4g
zWMN5n$@c04boW0ZTO6sxR^v>kS3p3w%s(T~xjAprFB3K`G|xT2g>spx8vcbvXm#aJ
zFsbt|X`c_Dciyi+y?+s;0`1&^0%4o1$#Y9EgIWYqU&^+02DTTTv7hs^t1h*o7OG#n
zC1B@l^GE<ql@pWdyZ6k^Pr}^jfm!|5v(A~hKFs_Dp*g^8?NE|c4<VexB%kuBt_+!z
zikYYZGTzZC;1k+%9psad9rCU~A2VAJY)ly3%rXMe&yPJTbP>9FjMUJEe09h0d{tw3
zgn3Z$CXevjEX0?*y*>tjhwA$FtlpX&&CEfFe>9qKmTmP{%Dn@Ox0u{m7<JVpV;<Je
z?h4#dQIMs7=!C9t?hFeQOqo(3owGD*e%N)mjL34Dd%IFd3le_!!$2XwMvX%Ceu*K%
zB$5mkKIJtk0qqV-Xg_;CeETf`hO$WFoiL-$n3_AWGH-1vP|+UO#?AF0%d^#Me5n}K
z(}-+1mo=O-<l<-{w#GKX7)6hxPv^ltbs@rK`Ih3lfru~-`rlSiT<W5^_3@~Tu09C0
zH;0IfDfU_M3O+v1%<0M5ish*-Ebi-GX<F`|&E1#6VCx&qg&GOPcf%IC9%_u2!1;ZW
z-KL=Tv^g*G1@0PUPcWvXDG`{fzwUDm^}jSef_K@zCHC2EDR}R~lI8d>;j3k%lyB`S
zPA)lySy{Ex%0BlwsY5g9+Do?=1}|6$2F9tYH$dLMZ;P&Ay1u3^_djTS5}kf)w!y}Q
zBXq_|iV<yFwXhDp4}62mR~G9RsW06k^jzRKw?8asnQdX0psM4JzOo%_nhNc#14w?W
z)CER+ra6ec)Ogf$jmxmM>Fo6%bOBBRsrOv?95dep#LF_jzH?w;=pbWJdehEKxlZl)
zZRz?EdCB+}s^dOA8r1o!ALgwOvHTbE{Evt6S5Dua{vSA&@=|?$d~HM=ARhWnq5BQB
z%Bu9hpEnVn1IPE6Ngt~4-oGJbQNL{~lO<_E1$}o!4J^F<+b32^k4Vs?`aF=v>?wVy
zWdDwZUCV9hjot<d%KYrh>j0Lg<6pZHQqDh;JdKv$j{ZVK?W97i5*x&Nw&dMUVKRK>
zD7GHfAC|f;#(hSru0yl_gl#Y7?Cb|I*&pd8zw;}Vr{{{xY(eMgTC+r%%4-f($LsmA
zf+An<Q5%rsmx-OUR``0dUJ5M#lxAx=<QtCWV!oo~4E<Nukx}f;I-qy~attMeLfr-m
z=+-`vdcFk}>gZ5VaM&wH@ztqtQwQGVRb0CIn`LzxSKjW=({(z7;<_vxI2Pc1O@yYt
z1Oe_mBG)62%>Ux_Wh!gq%O9=iWXfUEl*xhg&<X4s(U}b2utev_A3)sq{VV7|i(z;h
z<|ilpPwK?nOaqF~qLCX~#PsjY%2mPgKGK&8m4}n{8ef0aJ<k4+r=tK&_>V}kUf}IO
z0;Np${W~(dBp`#o_fFHi{%+7^`lLR(XW#jPa5TLu-U?g}n`yZ0&TH=inF3#RV7SvX
z>}xBfpZ9^XP%#zT^m;K-K$Xveh`Jr?6Aythc;GD;UbxkPN9Td|o=&=o4tun?>N{zV
zfV#dVITL-`J)BOOCgS?Df<k)wUr>>uQPvK!O>u<B0?zkhS8(Z}U86P({%#IK%x141
z&jW_3pOin%+V27~#Lz0Dh0NIgzIY>lxZw3dU3oCS^!`K!AIejHfHriH=w9SK=8z*{
z8iW&W-$V_(PCY7;n+w*XcB@yc%;4bL43jj}dBEY@5d33wY3zAZf~U2mUOKZ;ErQ)k
zSELy$BTfQ)V12{RKsu81?n$ykNchV4Cky9KseNBZ63HePtn~+dBpFz<PpN|-_WAR6
z%|QLY_4NOTuD1+p@{Rxg5s*?k1Zfyjf^<sP7|rOGu7Sir2`NeG?jEqw2%|xiPGOXc
z5(Fd$(t?8jeSg3Ee;oId`_Z0W+pgof&hvA=->(;AC=6NA2cA!xPX)4TW+Dug*s2p;
zS0g1DQx((g(g76syNX2>(Y%S8Sfih#CjLmuuA|}%!)`n(zH^?j$d~fQiKOe+iXtID
zX2etz-~Uzs5Is-(UA3&7#As7p(*C1DNXJLjv7buJP;yG%SMSpnzq5W>D9)Y(9-0FU
zaIzksn61O>jRf2*H7+$Fl~v6UisG1g+<PmyG<c>a$9=pM&J6<}NKwHY^1m1q?1aH|
z+a5ulW+pf$a_vOSb-@65>`Fr8M(<+cZw+Cc^skf8k+OLw8+hCoSQ$}#q~yj;AS0w>
zl(0|AFOoZi!g1#3gXG<?Ho{tJ5(9-03gSY&x3ZeIVQCo~mHAKZ@qeD&8T((~xA02s
zZn#GL{WHk48E_g=$aImR{14|-5;OWAj=2AI|NUoP*;C~|=h&qO@ZC7ZR=IIQ=kWeh
z%6;0?UlLvaaAH<QqtXyi!uI>2T7WKj)7UBwKHl(i$${xFA}>FcFy1f>B>uR?Dt7je
z&Hr!~YV~K(=Lww|gcovgaVNvi^_DaG(>U*XKN8xJzWP6s#UCI3Z^<HoQVI2Sid-DG
zFd^X2*bnuMzRhExv^-&0JHak-(bd6u>!xE`=S<q?bh}}n{x|o*cYCABa>g+c)U8|g
zA&v}Z!g$M@8sr4zVId6E$W3ibqDC=0H&SBxaY>7wA9Ei%cQf~yU($f6Tr(#wP&T7)
z7&nV%JH%7n@#@ng(KIkaDjWwa{|{#xDEs!LHKRR#6aPUvCkJrGNyF!)Iq5Ghm1Z6x
z<<+{nY96DWU(Xnyfixwy7lu6T980%<?d-U5zpDKsAR=5gh5Ealm$ni&%a6C=cE9h!
zwjBc?FQC0NyxE~7_Nt3UxH02CT$Ll1BW#~lgCjm?B?B=LJ;R};(~5C<|8U4eYSmME
zth<;5Nchy0#KjdWYLrrR%JGu%P^d0&^P?mrtz3cjzB;wB548OtGAOD|QR*y<j3wXQ
z76E_)_+hGwS#fOk?e$@nri)WBzA^{i%LNjIuWVFiOP0n}P!0)a&1;xr6578iRoSNQ
zEv@k<keq%Ff(-aD!RSsPlwWVYNj{bKz$ej0{O)rrZ>_Jwi)#JI&FBT5P*E}sm1i!b
zkwDWwKR#{a`V4ioNgXV1BSfm{V7x=jFg4%u*Rql9Y`?egI?s^-%i4*~vd(%wqMx&#
zF1C|ox4=5eL4^i}i{(JB|Mp!!GNd=&u?<k+Qwyn|=9XZwz6R3VeX6;uUYe`G<#=w)
z6(N<c28r&lXfunVLTUVp2oVP%iNVSBDVy%S#7yW%xn;Iv=htLE^j_uB4+H)<{tBE%
zQ2-*4znp#FeexoH$?!|*v~zkb?t0@B!*>t?C;jQJYAA|D4mo*B?j0KI-HazJ;v$t8
zF7-yAg6!TAC-50g%3dnLFD20^OvbK@kf^M-(((Y{7fk*fNkoV@I62JWIMNe8E*eiw
zA4Mgimm43I{3jx6K;AA6|5{2!DgINUcDSmGNU|f-K+*kd;xIlW4Y~WD*m5{KC*J~X
z0o?Z?0eb<k`A9wrjg&1avXR8wnZ`qSka=gt-nTfiXf_izhWn*oavk?VG&uJ!flD2-
zd){_FefJ7Br<9*`Kl|V(uXB2ON=Aiqhrn&3)YJ<XGS~1$jqD;(@fWpbsih?9%&NE*
z^O4BONSDN?rxOR+K^q@?&vhb=c&*vRi7DFf%icg{nc1NJh_LOvZ7bwqT?ez1m)I7N
z*V3KGOh|98axeft3PVZwzgGq_!(LgQHo3J>LM3rwE@?MljD*-=pVeTL&xFuG#{hJ&
z40jr~R*G&tFp4G;(xw0a<8h)0tKV^{Is+m^3z^90?X*iAqDmCY)}#^pT?$hN_vt}&
zax&w-%I_=h1d(7q5gM>;6ldbo^NE8PtrQEEo2tRu9UERXWyN%=l>wpvc3xuBs&dVH
z-tVBrk$2lyQUos4)bSgxW65|Oqii=Re?DS&WynqDjspEJ7Y*?IDyCOIa>2SVAP2D~
zfZ}n$0TmhB?@Y~6<`|Keg?pFsKB>ak=IE<GCxpWN4$C+$3}eMK)XnFs!@<SaR&89|
zMz}VHar)a#B$?`DJoSc@?YA>oR_SmYDuplhN~73<@@rj<H_x~?C<w0~pG1<qve}#V
z)jW+5y%uie2u&#@8}T|90fejW2LDpszGOHyPLWQEyN>^k4XIxbt2^RKrlCbR9RIM;
z5S=+f!W}&oj~<-a>25RePJVi(9U$~r!%fy<WFxlU4u?ZR?sT0fs+Cec;5*1M?m8;b
z-j2!hl}(^D!*`}Y(NzlKxU?U7J{vvTk=#x4>)c`3yIxgsl=r){kGvv1bD}zmAp$@7
z2K!}w$wXVdg;!OnI|<~f99Kd&oryUl<I>4y<$c)5*vAS<E3c;|Gtf<F{I}n?-OwF*
zSJbV?a(mb|b`)|@Gh*|HcVg;emajhT4~Bt%26Cf>O9<(OLYt(N<(k<T*f8lrE;l2X
z=l^g-r4lvIIfAcKTyyyhi-rkQGxi*C*|eFjsX3&c0k0`j9OMDHaVOl(x!6PRUC|AB
zV&UBD+-C%D9ONGtZF(oF21IOdXm7rTaVAX<l6|t54Wv+#8=z-XBFAAs`v&F-iEdCL
z)yXuuqoZ1{Mw3Qm2UU-pMI7*A3)SuAx|w5rHW-JA@5i&|y<<|6Z7h9*GoSk9$h7Nt
zB%rekgYNcC_E#85tx2^cLzVpdL}+T0%Ub7KkyB&CtL(8FUuhzhh_}a9KQGYr$A`u5
zdLgd_C1mwPFOg9wqp3v_y~&?E2MnluadC3496r|!!%T3<xM5DQE3c;VeDl0szTYyF
zz2?0Eet59%ryqMCrVIN`_d}KJ7wBLTYbf1yNZ^D=3g^7jlSgVEk|g3C8-_GU6j=A0
z1ukkn96Vn%Ofo(Y9i81FXr`L2yjkQ8Ft&QWqh^^k7`YQvHX0ue%w;~)<deeliomK0
zd5)J<W`Z;}+A(<_b+T-amw`u1F6jY?dQNjyq#H*iq>ZT#&yh(%71&)-;oTiHnJ1zQ
zU*JRJj%OkW&82IxU64k#vwo|?M`X3T57kaIUGJ3O^v)RDYF4Ci!;lBOi#Ha&FShUy
ztkacXTy9_mtAqon@mXwquk&O!vVy`7k{*Nw>)Ixfs<jzUqAU*|Ws2(xU8?c7w)26;
zH7uYj?tw(sGM_AYEP(oiDF%lrDSc263}e{r6HA2`u8^+mSzG%qla=Q=i-I1dohWHd
zlbE8q1=@Lt)FHV5OF54s&@cha#v&LN+y2~tM&xG3zjX1b*KEzvyafx!R8y@+;NqI!
zba%gNITdwmxPUw)=PO?CPJiFJMbU<&p{O>HDx|Ou7%K4ZU2&W1K&ia_?D-yJi+iNR
zL8(51O-^^DIlUK39})&JerCgAvsmp`lNd&}wd<rQ-g0vsI!%m{7&N#H^z`<)9){1*
zT3416dfv>Zd$c$z;mJ6b^D*muPW^13P_g&UDMax+1zW&6R1g-AHmPd=YFhQ(yS-}4
zu1#d>Q`04ft(F9%POHo>=d#_jgIFT1T4JhlJqs*=pOG}-+jx=%=G5PRsa<?c>jbRD
zakRsj&B({IPepz+QvMBATf<&n2{rCmnb2+B-)8!&DE)R^9(>lWZQDu^J=+xqmaB)?
zlUey=`+(o@ri_=p^}0|=7W;5UXiT4?R4MU;6Rmo8LHZxYIU47pxd=oZN=C!dLvdmN
z(eA%q)N5;A6;k?K<Y$|KQJZ$tT-VoGBDsfr#L4nFiyJF8Q^7<n$mT7&wCV2_BK)ef
zj(dDGQ!9-u^Mlq(4=5jkDW!07AG1f)GlW(J@!lHaXRTBsH%`<8Mrll6PM&2LYP;CC
zGuC8gwn9e)BTq3v02^~gdRj*uz%kBFIJEzFsylz+pLR=3mlf7b_Co2KDO9bsCF<NZ
z-`31MA8xc)DU)Dg4i9uONkA4rK`O3%=g7R@YQN(bpZcO}#r6dG8t5JkJ$l0L<laV>
zUS<s?wZLm#cy3??eaJO{<qSolS@~!x>-lhLXoq9_-PTlK$0V)p!OU1Bkv_@`fqsWv
zvf!Vah_)#}R5ZRy2w%CSq1Y+_nHUB+R-U5CwEw#Oed*Sq@4Kh#F6RbzoquYp;ufml
z-<HH%i->Dz`R0nrVu`ly8#DKQ`^Yy-7dBv$$={&OfLs0+vt(z!*!@UQ>;-M=n*GkG
zy23lK1c$nQa>9zh`Ypg%X_bBQyJH3qO{Y*CslMm>#`02S@+z|PHD-NZ;)|IA#*3&1
zCfMz}Zp`bnUjFS(7R>9nt!YTN`VQ@)n$)766~dtoU%OI2YP<pHkv1y-b{}JnfJi<`
zj_x|(hulx8olSHiFV%`KtGsBYs>-h5v|!+!A57C&3sSFL!}XQjDp+gF@_*^MSCu={
z=_r}4nC+UirW_9_GihXcWL|;V{Zc5D_iwxY+5t1xri#{KRVxLJXM!n01l~cCU;7<g
zES7}rz&l}6==A4VWT=izRC7JFU<}!F`5gIEOK0_)Wnw7*Lq0D<`1ZHI!+)iZWe9Ut
zK3aX83JTs{(b8Fm3Ro9e@S@%M;C1saR^4;$d)x~mKudbM2dV8mxXR%q6q<T-Keb#o
zfJgfiQ&5NFGIgO@fpIG39Iu5<Sv9T<&ozIb5uk{v)CB|}7|q-j21-?bd(^KP@y&S^
z8P=4$8z?dI;BL8SA5gObdwX>AMmRQP|3kbR&-DbH(?gZ5w3=e!I|?^4X->yUvv-gD
z{kn$PTkJ@8A|`1*P^-5J1(}l+&@wP^z)I%`jn$ydXohOHKoZb_Kf6ayEFH|Sqw(Oo
z6d-BmH1t<=nKWLR*!{=ZoI6WjNgZp=Di5AZIqUpp9v!FbYk&9hBD8V#bZZUYByv87
z;wO(;7Ov=zV(s%1Q(u15?s_rHfY@X2Z->vJG}q%Y`RL#atQ*JJTWnjb4SAc~Y@h@>
zpj*RYapL4OxszgN6g~(#``v$WM+Hq|qXq*1MGaP*#im*?s_lZL`u{}@$|kT;gEkn#
zBU&HCh~>ulXDr|f`uY?onYs$6Q=YlOoGSBi?!r5?%YFDf@WSb~;xqLRcpTryK2*fP
z5f}U!z7>##{`nO(TYijeu+&8L_R2yzuwC)zelXx_LYLi}FX`HiD9>*MQyBqjUu9M3
zw;W;)dTZ!&ufl(q?ltmX96r@j_E`DwtO#ZeZe1KQYaLoZU<Ghbj7<=MFHE$ewdC7W
z8hTXp*a(>nQ>g*W2DMPHilzMYy;>+__HeqqS7uFZd|!V}R&c&&N>;3%7h>2lB>D>B
zOz(tTajGhCYvtml90B$b^gVs6FimE80I{A76+5o%_<ESICab)(cN;mkAWq5^rDvu5
z!Gs^y)Y0xPID@l2VXN=T#fi@<``6>_gQ~AXL3Xcrslf5dQJ?_1>pWk3w@+gyBEPTd
zyr#a5SVw2Ps-cM;vO*8#@h$t50)_*)9AM;7b9dXht9eIO`05~M1#p6!`ss2?wEWOS
zB+uQ$-q5i`zciIc?@5el_1<Vd!_9U6y?nfm4wC#PYt}6hjaf@?r~{d_<sP4R!K^HY
ze97&%=^&6%;YYp#fK;V`F?`2}1<wWFa-+Ds1$J2pd8R(ru!`Z>yRo-EXC>Je1=SZa
zUvA=D=OWIl_RlyrZLk||smnf(`9}|(tkpH9oaDsSoWL~xp555u@VU|a`~~KTZB0$+
zd@G7nEZpR<p`%p-?Mh;}SQ!o&VSMbDQAmKk(fEV#1FVFys+<kfUrO%m7Pjvb$ZN0O
z8;S0RneGRLKIp5|P)Y{)#_W4GpSxr~shy}7c4_r{q_!qFBM)@LQg$kk#!E8$Y!qn!
zx*phOacT{tj(EI_o>}6t3suJWDneH0$@4VfqFh5+ni3x0*gC$N$Q11^E-3&GYudA_
z+wOJ+;8f?)-W-RElQ1%QI`^okjxqKW+=$X;5G$;B-PNwI=I}?jf-0{P*Js8=b$XhE
zD+u`j2ZI%d{I=LJ>7D(XURvAZ)@wiKAsFbf@Eu+B@bs3Se`pv2F?_;jW-O3bRi9n!
zyWWm<ndlfE@SDg5Eh+BreQB3$rHh^olx3;y6-1eW;qHy3c%EHL5_jTiElbLgS(dJ~
z33ON;;e%K6r7Cee23g#RolJ*2HkCi*j?CK{a_gaY)FDl?b8~Aync)qck93TCqrajg
z&Wh@t8{j}F0^#`bbFXg8Pp}8^uf=p!yBri=FJm}zwzdD7<pW8*kG5fyo>#z*{@EI&
zD;7@xJDZ-@A7AB%xN3QrYAWRBSY^~+8U70P6Y?S8l)st#!8@tKmaoOru*oovi}S(p
zS1wWNC!)*_rXOGCjyI{6)xNune;YjKzgd}OC&Okzp1@_K=XJTtK)`sa_{j^R^dykR
zt0+5|3_Q-o>#wRulJq30k4nJYWwI&S)qjDs%-92ls34nf^X*>j-2Z4bB(7JLeVDId
znJCE*x>W*_NJ|RzF);5wOF<qiL8Agpj+0Fjf&j~;Q*K@{-;E&_YhmXfUV{qXC4J7G
zn~OB~3W^sJw)XyY-Ow3UbttZb4c?ksLXHhN>Lv0IGZu76R;qZ+&E1i+*h-eT_~SC`
z7rbu#2S3@UMApqiv}GqSte$haKX*?AR#qFuE=T(iE3kIk*YFMjG9k|;93%9CSEW==
zDouE}B?*<!PU6Y3fWb$rtl4}iohHOHSHCNKO_dq~(eh`pZY#`qWJF-Ef&&}^kF5b7
zyA`8}yIxiJ<HAYHc%yHTqH*jPLUN1pS=IQ*AM;p^F9XgrDYU!bS7Wan@|2_9<SeTi
zm@0Q=ue#i?JQ{+O4_!LHuBu5p<*aMbJQ;st1$*(b@*);~XQFlZz|H5uoP2`>UG?ug
zZ2iC4%6|t+mR(WNZP2Y`ZUAXtEvWa+x>`g{MK4+((kntq<lNO{Oxra<PTV$rk4$A7
z+d>ab6_gixC%Q8eXasuPsj-TOzVy{EVM0}Tm&QNmB&z8wTzTCMh!oj;jzamzY>Z4@
zA^eu6)$aT+a;#+?JFPqlyKERh2tkP}em?yK|HXFg_t?1K0Ib^a7Nne^uV?YZn5|o4
zs%&+-Npy@thbkc+kRGEn3)ayfq{J8k;aPT+q*Gfb4zD|&PWG}=by!2*Y=7KWV>J63
zSP2>7r?1TcK5i==-q!QUxBKX{c)6s%={#gGmqf#!Okh0rgx3S~_r*S%tYRrEGbm=k
zyT{OQpFb;9j(ILCVa2vkZDmRuji`b{JbPNf3q}_Ykxe8CkxIaqUgQZ$#FfwU=_Y)d
z-D*jbJEy=}iib!KW7_(WpCzp}C80TB)d`jsISUJ@R)iD2fAu4F8;$OTc{c&?8hGo_
z@Sd~pOhDHP+`WFGjqbJ;Y-l14szMn9xApu}M+pyE>Yy?tV@ZM2x&g+np$~$WLO#!5
z*RD0{fV&O6%X-(3P05S81lkhZNoW?N&A?!jvVAtORfhX!h!6{u1=YUe)L=H!d~5<<
zBwL_6jgKs^jm{pUQWJSFAWWMK7wvgU6c<M(s#CW{2H}KA%=UXaEnBzieDPTuEKF6G
zV}BVsAz0UK?#pMCTw3bi4SwcNcQnc+qE4fm4zG^(BLw}dg~cFJtPGY+SCRyb?dz`!
z<gWhVywQ=-&pz;Q#RLUp_Z<_HKq7azI2(GHE^w_NLu_Z;g*_Q<X6E$^A)V@N!CJHR
zpicB<U-Cki#HAMmRLv^uUA=H+NgH}Rjmq*w8JU6&I(SMfUE$DI?mohQ1w+8|?lbXI
z=8c`Rbw{_p=+GU^?ug41k0`oONhjX<Aop$0k8`qSTTdN1($jxbHkAFsXdN5L947co
z7fZ&DJW-H#fPQ@{^QBTctGbQk;3nEL(5S5p%3S`($6Mpsmm2z>QbvfHlMJms#+rl|
z4flE6X%b`D7oL7-o#7zXhxB;+8Ew~EyL$$3?#b6AIYhgrjoViY#)Y@aTesm)rm+G}
zYx3Sr>ZZ+7YU+rg9T+)QOe?t7ka>`@wzzH#>>2&w3aF8&uoh+}<GjLy)8I&*cImPc
zV0>p*PxHdwSe7$&NF@IDFoX4}E!nMi=F3i0{s&7V^OIYL|5o#UZDDFqi2YD#{*;;*
z{P}`qU6wyN*9foCffcPA=uQ*Bt4b#6r-F_A9y|L{8(VZmH-bItEo%f|I=oqrLU-?8
zcg#V>n&{?+<g}c08fc<;gj2nGntv>bz8wSmRA5zbHS<uD05{gIGD$}9HUz=p;u&vm
zP;Kw<2Jq2DRgJP?PG-f=j#6A|u5;Opmy<tsj9X&!o|@l@8U(q+4=qeze_UN@aF6%o
zsMj_&uRRtUZ0gF!{aS6<dONC*&*L+@2&;9ncp^4tzo%vy>HXGJ|HP@nI3U4U`Ul}c
zMVeaoTy;ljeNU4hTlj<PYu{J1XnQo>`qf&C2d!4OOJDUzxsof-E$_HTA_p!cH=ltL
zNKK4K(fPg<Z4vGia1?CsdiFSeUZoimNXe}jHWvHlZvplwaxExvU0!eLZ|&{l)2f>i
zRoSz!yfEyqbs1K3+5bF_`BiyX?Y73>7a{Iz_fK1Ux3$1O-yf{V)?ZF+G0T)4QtcP|
z#$+cM^~E=D@Rm3rGW&=iIm#PvXnAPhvOVv(b26O8Ks%&Qc6Sp|_a1kW!8=o$j_v2p
z=sTKAm&N<;*}voX{!dh+Pp9r}-Ks7d`evVsFBQQ&Og%`&tE_4~O1pK}ZqL;`ERSyE
z!A^_O<`%dEo^YYoftP0WqaQwdvFy4a)yHH%urGHfYl>HVrO?Thv)+m}Sv7w6DgOAQ
zh+S7Wysz^$8#l>vFt``VYPXK&F1&b>6-fR@O8Fht&j3u)1P55EfS&00v+>rI3|^uy
z4co{9oo^KuMd|iD@E#RfJS?^Achv8+_P-h)?$(wFf2|-Ve<Vnj|FMNv<LctZ#JsV5
z*9aeLb^C3yJR+QKjyHY6)#>5$jvJpPxwpS`eie<$`}zLE0lO!eLY@xqs33}vUuV0+
z`j=O$+Br~OwMss<0&|Nwd{0clCXwzm#hKuTdZ0O}4nNypmpe8ec4E2~C73NIpPX1|
z0o_TpCrm9c5_b*F0gT2vv)G!4M%7RE0+kvVI84V!pAVnvUB+~ud5DT%N`^mecAuq(
zMUl97hv_>fWAzWlkq6_4A0DHgR+itmcg9$YT^vckS}YE=Tn||_x94<MY)$y%LbJwS
z;JfB%e=Bd97#n8p;>~>`!}TW3x_`}_of0p+a72ihR)|KYq+nUIUn2}?*1e4)!SY<F
z0y9;ApckK4)bsZeOHNb?kM^37Zhb}m<QbcD<Soc$tcrBzI~sK&%8fbwJ-%a|@qMF+
zj!)23JaCT2+f5dFT;!iq+j58rZ1<8x$dqXYylX>e@EeoLJsR7uH6UH!FAL=})W~fk
z6nmRjTl28i*pJ%kz{A{9iw-N4_ioQ8LmJV|MKh0oHyi=;GwZN|ERA@X0h(jb6glY+
zlOLA${*H9F*Lz`8FYN+{^`v<G#<VZ$kn~ysw-y$T1WWn{12hNt9i0dGWHR4>LpsX^
z3)>bw?7-i=`4&I0Bn&YoJigb2{8Tnc^+-~%t?8?lBT+PJZOM|#PcEpN{E$>)*4%=s
z)9<QgN7;`Bf}|<TjTg*7{OJa0u2rn>2ycZMx2EjZvo+z5W==^S!$Dd>%4-rfGu$Od
zfi6qkc{hs`7>)?_=M~?C`36{E6{NC^G^KUKxqWr-Bfh%FC`KZH5rny{L|rAiKTqP4
zt=#1-{mVY?{|PlI(}B+I>8}Yqq^kALE^Wuwmgi**QKVJdrXV>}8mcUs^vZ~N8R%)n
zbh5s?ZEUDpwf~9mg<wtp+JRX0PC%~$;`vh7nVUE?dE4k8P8p;Q0j(7EuB^S(f-B;r
zz5-GINE!6g6_MWXtZR}~v--Mom(^X1)C0lV7OOB}p|pC>Qd!~XP&H09kB0+ih(mps
zIg7v56SlF%zJ5WG$is=LCk8bFiz^H0S`X5d0oQ8#UI9t{F2kLxL(fM(k6+F$#&q4P
z#F6Y9hD*4l>OcALLDn7R8;g`HUgY{D8gQELN#yM7(eIUTQbgN?gZPfki9P^hLHD?+
zF?DC;uH72TA<nCJq*r0C?JIk8Zo$)H=U-DZ8oan>3)(m_W0K8_7cwoeRIN$&1+8;3
z$)KSPFQ}<G8_8g&$Hbb_lr`kl&VB9;d+5BLQL}Pw#<Aho(pi0DYrY~xXcb>JTE}44
zNCw6pYtoRMx{|5E61}@OpeNBOT3&m359@LbE=rikv>`6`4|{hJU3sRm(E`Xccl*8S
zdYz7vg4$}g1#$g7;A>uXMLywmn?~?o!1*6_+fI08L-s+h%+%){Q>RLJtEs8c3iM(6
zO?3gH3|`$K2MInzzzqp!*l5A^Bo<GK<#bL3PDdu*z4i?@Jlg~A7x}39&L=NF%36s`
z_@b%wzk;L&*fVrZ!zG#2R((?I(j_U5kx@%3yJ_D3#O5`mPRpP`Q%g`W4FMW2H94Nc
zUrINZJOCUe<KV<=(9+Jzs7dSk72uZM=?@_NK5l3X1_&S@USWyuu9$;wKG3$0b^8w;
z%Zl?*kIbVApdUNbDjxfFy!Gd~l{<Suqok@2EZFg+H(Ti6dD-($*R_8&CgVIM{o>)W
zM{J*!(XAYAon?P{AN;-}XrN@WJLb*`%3>Nd4<EiuRGcOd3Y=ai+V=e`?>oLR&GOoH
z+G@?C7J|g6-)-!9)DJ~i4arsLtu;3MZALiVzCQ2Irc*9<n=cg%qIt!=%1X6?SBS*o
zjM}(`FOn;lXqN;eFyXQ)H6EU{nc}3@m$VIoTNyWA#jQqS+wNWLyRmh@vd4{x(&Zsc
zN88Rhk34Lo^P3HqUTy0VS74sN1^Hk4f0k{tM&&&8vNe~j99O+2(ih6z!97kgno_+r
zyfr-<2YckGZp#i&E{{us2>t*39K>7R5{`=LXz+3W%poZ3rl!nApTjSBWNQ6N70y<c
z^^ioqADgq2{9gKvlx-I3ynQBzdkcNnc$uU(agi{ia^63I8>(`c8In?IXjf6{pG@mk
z{OS-xv!Eg)X?cJFENJz$frDHOZR&tE{s0N4Pzl7iQO{2ZJ4;0bh%`JeT!XRu9}d$@
zeAu{J&fUC6|BD;j^q==B`*`MO_bH`MC6%iCMGh{Sm~Upx_~=YbWPYC$v!yAVwkHjT
zHm3^-vtdNub<4MUEgMxE^tl*xQN63B9;xhJI)k?nZ2ht#N;l|oQZ%J4AOeIl3(<(C
zQV6=<aUs7oTb?dXZv@F5VU9;_(4NQmUZ!ckOm+$nj5Rq1vY*2{S^;YUY?M1reBhU<
zvVq*s!^0^)L4Dr#y9=lw1WCHxEqC?|R_9k3jK^<$8@f&5F=H1i;yHu}zDKV72Fjtz
znORh+d7_KnUncSkKhFNGUkC~|ISl27y;ykpxxTAe2ma!!n{ffTk|bTV?^akXDU<Km
zgN7Q>PL=3@^bHd$X^F3vzQm#SQkklBaFB>BtIpZ|PFOR@Qj*iY;_sx1|DAkG?Y;NH
z<<5FjLqFopR&vj5K)$^9x%}?Ngb{jmm#iu1i<T~x8!zU>_Hez@Kv~(+aOKsY7z+3>
zMp-7pFf&DiR^2*#Ijz%Et$fW=r*yT{f4$8&qj=uD*BF<2L3;?H6CNygJV;~ukQHG^
z<xRE~>ZEr|+V@SPQj4*V(|r!D9G9v#|G3qmqs*B)_3@7<uc?WxsE&8k6fBNH-&nM)
z>qpa43Q5t7{j^O|_-QNDIqNhZAiL16kFH-KTX3m0u7W2VkR;p&FP7GWa?C;7Nz$`g
zK2DEbeY|`x0=nb;S|3>1DL#eOoHj_ZSh_t3^IAO_<!sn<`Dpm8P7GZf?u&Wdjx7B`
zhCE1Lnahe~Bx85X{2rJ@J7wzm+}gid06KM*-do<~(N>|kevBOEozF}&J)G5-M@5YN
z!;t`FGqLOPf*>pz#rePae&_Cl@rV(?XA4*6vu?fq)(89bh~!TYRCYZ_&6^(uT*FHw
z3Y>-xEE0nLSeyCgUFBQQ9mH#LDLPSkReF9P?Fmgz6NCd_fKv#16Vi2q+0BNm)s}}4
z8V^MrdTb`EUO4MhP%;lZotG#yZr;b+r{(kuQtGyKSWKP`?e@*LvJr2yANWpRS?LEn
zjQr)iB{bGSHl=4~E*>!+sn4#3PHn5W5p58EF|hPfu$?7f-&%FS=}=_>?Jf||eiZoh
zR14a(a`@BBC_!zFE(fl1`>s5fy&%d7zn+(hNZMuSdg$u?-qm~5t*E-&oh9V&M^nQC
z_pT`|4d+U&_==A<^*YVE3k}ynhJ}1RQrKjAQZ=kOnmWn$v~g;Ua@q^Baw!<z(H+oi
z>91CyC%B2}>RWW@-*1#j*wY7V`BuSdc~k<OpK2weO8HA+ylhZL+b@J)NdF7xHaZpA
zET&Y>Jzid|Mfi?(AGYakm_l`ApQE1r$CjdYfm_UXRd8Z4w!UigYUs}^tR7EL;+xgE
zLiTmxIKZm4^sQ=mDR}sSRrdylsY<!h&OkYSl*Hw=_LJG}t9*0IjjuDaTacKqNIzez
zoJX>bpFLhp7XI~Ne7~ArV_j`1$ha`ns+B|11H|Ol<Uh)*Nu^^av<Z<rn_in1{67zD
z0pyzMCH8?0fkjwN$yE&m^mXxO8BNTOK?l)tY&Ne3OJCHMITNyM{?7i*xYN$vsQ`bQ
zQrRZa-q7hb;>l7^S61I-{B{0g;JidFH3A!7|D&d&1u>Oa_rBc&3&8nF@YAX~YsZ<*
ze+f^@n;#ZQ*J6S`Z(Bgcjf<<W9dHlWt3wDgSHq5$t+(1$r(PRa4NfJK+aXk`nVy~r
zH`|kx7r$wr4yAnk^=bA}S$#Ht1@hYK5eiwbCJ?HzlSATBBw}<oV_==H{Lq?9_Jfu-
zTa5$-i7)Zl5_G}GLQ)__ChbW4L0aWlpL6-qQ|)eDQvqgi&J2<yFux%U7Cj4R#L*#h
z#AA*>3Up?4|E5<-H@#lA|8({Ied{VNu~s&P^K(~I39o0bc1_|{>vx%X1v^oq<;)eW
z<9>o{0`YbV3?)<>nfE~H3hSG<Ffr?A1C{cgs37@R#m*#oFDIK!?)jU3i&vqq9BNa9
zejgFzHO)lbUgNzbko9CSu)yR@d-{GJ3wA?%5Z}OtWtRe~L*+dCJv-cGAzZ;P*gk=^
zU~dOyN~+-x-IxNwB}}nDvOcE2M0KD$Eho@i!($T|YyURu`XJDVSEs=$1SzvJ5nQ+G
zTC-d)m@sS(GOEthwBl3#X#9F@v2Uu1gMG!4r`=@NSlHOr*^{0-)z<`G^Ar9ot*}O=
zLplL3gQiO2F>VNHwR14-$_dOmEy$MI(mWV|a-3XEtKdKO{n4?SB|60a{Clg?x^z&X
zmeXvKn)qYu!3ATnz)^sAkDglCuFHiC;g5}3*0K1MbJmG4fg3i}yc_eISDSa?+dJ=b
zh2y3J2<6p>MI-$b-eF<D@h5p00yZN0Ny=2>jij{uZL4*<ZLD9+x543qUb%ai*i%;U
zJKM9Je$yqa<WAm9d_T<mAgH)R@$g`Ow5VhmBH@Awhx%5tV|McLURbH|tWQq%dUJ8R
z-p$k@+8biseXksD#O_N^2;^<ji_`q%vssny(pqxpmX4vUG8z5$3W3m|IdI?Lnn9Rx
zyM1rwSWZ*YK^**0?f$?gdZI%X&8Z#2@mKXwKo+u)ADBZc`RL(RO!1y)y-n$y5r0Ez
zt*5Mx(Gcn9e>j>x*t)#ow%r_VD=!HyyH$|ncPx@eGep!a^wor}qg#^w<-*f5j9=ib
zf|gUA^+R_E@&oDTHH)?38@K&;#Z{jlSPJ%hJ2cQ8sa+_{{XPFX0A*FSGh8^IKl?}R
zAC9&w<VAHucK^@fhC2Pm7V{cR+k^aCNJ7i{nU!xI_Vm*zv$l>(3GhGTlK(`O=h%ky
z_<thH|HdV25O`L|e<I7*od(e@O*G^8Hf3-(TSFoqeFFR0r;-G7be;7Dw@W5`4+=6D
zKKMsznzdOMbuWNYv(Rl>YU>8PMzl{;<KviAwYq$_CA#82daDIka;=P1yjwC~XVfT+
z_g_4T3ln#>u772a9%cV=a3MO@Zt6mimG7e=GWT_NIWtv+(L;SRoz8d9Z}#l>uu&C(
z+Yz0W<EsxkjX<>jlpMApO?OPjhiyoAb{it=FQN08GA|ntMVjGO8Qg$aNVFs>EGCKj
zl-9g447OCS;Z{0}aVuXDTT^SvN5JnCyDtcBJJEvmTu8>2#!8Od)OHQSQXJDS3Ijvl
zgC^;{?&pnpvlm!Z(0zf5!fY1y1>A-3ux{BsFTD?S#FnwvR`PJ5T`lFXO=aWMwd23z
zSa?N7;9Qp>2G)iUN9Lfe54vjai#oxE3Yt28^F~HM9a^$7_wxMmVpu^sU8~iaN>WcM
z4%?7tVy5rwIYzN>tFso?zmCx511&>uRFImr$PYbuzz%0;cRptgvvMwDl?Mx(20Zc4
zC5GVsU44*#(1s?O)Vw!t{XAXoSkoCaAedO&`Nq78LS1($u>j=LEw-m`2M5(Y8_grA
z$lx<3Qfp+TSZ%8P&AyQT$mmSV$~_;n<^sVkuJR`i#4w9+Y&YMn-KLU=jxUHL!M%TS
z-^#3}T>$8tMFMePduy8)MiH{PN81;JnuIvsm$zGbs0}B4I15$4?)N&t-JtwN&=<Eh
z*a%qn&k;;FM+UD!-AM0=O>l_%;YJ*2O3u7~-+zY!^>}r;&Csnj6iUl)f852jSbs9<
zwdAr6b>0AG*6vbe!aA@jHrYr2VO_ZkSJ9pOMPZ7VMJ(2J38I`p&>()*X0&9u?vH5>
z?<#<(3D{P}cr|uap+lM9rSjcVNp*~fb2Yn3cD>kr?&K9mr@NS%r}TlaWi8D{nhq`=
zQVyBs<`hrWP)mDub*~3cl<J)lL@r*<a<{xt{}Z$M@k*oB?WYOdS`zzfD}57}2HuAh
znz0#le*%4V#-rkg$v1u+*>oKB+WIhW0pf*UytjT)EuJ%|Cn$DYhx}^eNqcD#554Lx
zl7;%yPV2kz-wj76<hv;6hdyeogvqDRRnn4WaVcJ$q8gJ}bbMpALtc95XjV&mm-$cK
z&KSU=8}{tx7Ci*s7<<*VtQ_RgN{oX{tp)WLjcK{&Hrc64OH<Y3f6x35-N|7WlStit
z!XuEQLkidJDR2IZX*W8EJ;=~8uWlptU55qjylFsGhE_u$mHnVU{6F97)W8La_5{mz
zQ$)p~58B-O><{bpJRd=9bKFVI!+OwP5^L+TLSVyvRV8rP1^nawI1Lw;sP9In8&D$Y
zfx%rXN{x^FU|k#dx)F%r?=loLcF}FmaJ~$%C)YPi(&m;a$zTs`Vb$+8|9fOwt`pIQ
zCA}t9A02$_4TueB%1)2zx65|DmuGI<a2Xj?Nzip+Gn-2N_2SzL!8A%WBy&TxQ^zYp
z!hys=>J&dpJZX7tN1~0+@8t9+9d{0Bk|@q2NhXe93}AB;vc=s*C_6g&>(jj-&ea(Q
zo8#VV2XDs3{+B$d>ff&auzX`E#Knewe^GawbjA<+$-5wz6LGZVcNJ0zIT_@Bsgn^F
zvapX9eUcrOCtp`Q$rWbArcK{6<YgqPG9_+L;x*qNV?U4OdiDS~vU-R8MDfCSlhmEk
z(>_=b!qFSR5k65`#65l>x9gEJISF_<@YCeG7VTVVMsL|s?x@uh`R$HR=iH)f6l~!V
zs@H@aRKZsxc0z#}%_4pSe|xZ@)saGHhgIgW@1Qu=r4B02*LI&o2^`qAJE+)CnX8+)
zS2wZb&0$}~h+>9OVKjwO3Woe^a0&&mn0=I!iujC7DI%A(R4Rj;?H5cg*3<DsnsMxe
zxk7FW>)<A$c=<;I&HPIn$4)72kVDneS2VsD)qY=rU#NTYQaGYNbaL=YME47NG}5k^
zru6z)iJr4r{xnrFZgui8P;@;2XIQjvdo|#SlI<7Ec@%w=tcw)pYBl-va~}P9ZXTMF
z&5`K_M~?)Y@n<A1`Kx9!{Ek3!<nhVsANoj#0l6QQ^s-}wc+v8~Uc|$JlMkd<95Bm-
zglLB0FW%Lj_g_RmXZ}dFi_fDzk`&F$J!eb1YhX?JAw+=h(3HkJko4!2=#wb-jGsK&
zgK7MtT|zIW;cZ;aW$NNDm#dSce}BP5<7Dj#B;zRWapiy6ou*p0>D+#s%MXs4a8tOo
zNAQ_PP^GdQfE7<j1$r=D)vW0_GkF*xAe!A!Hc%>li$V72rQ-?9#wH*)c?Yy|(K7@?
zcnXKKmJMe;7y`pyv|!^EmGE?&427jGkmdtG3Zh=Zni5W<hOGE;kWJD{M`Lc4G**GY
zMy{kxCt$pz(J5Op0nQTpiB}QS@lg!%xP%8%Xc^_Xq3rdmn(i<YEfQl6CLG=_=qIut
z@j-Q&$Z_>Ci&vmaMdhrluVy*bo(qZJzVZvEuxqI_+<MmU`99U;(}(c5Qt3y(sIIAn
z+dVH93muQy2mblciCPdjZxHbCg*{^V_(9IY!kUeJt70CM3d1c8t{l3&^A5EhIv5Xv
zHO(!C%7{>4WFgO#DfjCia;Yf{p9RrX04Q*XMzLkt1Ay?`Hsl`=j?@k>AzXwTkzEFY
zd=3=Ve}4)1%$6L@Z>qVf8-QsKt;SbkaiITRIQ>iSuxOi-lVQYxMdD=ir<}^OtP8aJ
zl2A;}89zxLh+6x%*tGf&FgI`7VtPsWl+Vu4RCpWuz^qX*J$qGw-=H-dcfN{-@K+Y^
z)$kx2t};u=U$+$b5aqVTU~Nw}a(f2?Y%v^<xvL^M!`1dTWkuMfF>2#>v|_u67TKND
z87kgtELP27<L0KEIP-N=uc`<5kVId4np{uq;>BO0*^OJo{>h!A!T+la@vJLlAK6lJ
zKi)=37<TtzAqq!biO}!*h(Mq<Zdg}w84nQuCo$>AHg{sRb=a3sd+vWY>GdlAaO&M>
z&~M}__Y%Plh4(*-eoU5d-f1L!e)lSD_Qf*o*b~!};%%&rOFIl3WcuOY>FgV#{`mKX
z-Q!=CN@FGTkuDhd<>?#1FQ!OIA^93AwomKap%r+;QgXkDmdDl!!vTBLO{W~#K15QB
z5=M4Qm=MDOlwz&KPdalBy-t7pBdrPD?>deTRhss}CnmI4*K@twX0*YWJc40sIQ|C$
zqlfU<@4*$%f(qH988mP8Y2Xw%(j><D8m)yXgq#<w6NDiePyVRqb+3bH^>i(&08rz3
za-CEzKqipSKfJUw^C4bI4a2sBzMCakv8$<#J45IXrAKfaFuNU=y=OSUr3-(?27e^|
zS$);w`0wWj&x%JsDJ$;lfPWJ2;{eFji-DAxk>4YT*_+!*jK{F!nbrxOy6$;NV|^UM
zca9G^>)Cing2d9RX^f)%b7TfLFOr`JCfm(R(ds$d8HzkmcDDg(4YBcxOtA4HHS{#K
zFKhfif!-`Fh-Vo$^4_+uhF<=tUx2%>4r==+&4BEl5#SdCv>zubUa_!201Q+<xy!F%
zx-~WL>Ua7L|1|crfC`~bL&w^nYGy-aRlp<>6L8f#Dlw%B0FlaQP5!EW`WZm~Of;zy
zYIpoVVLd=v8h|Uh9g@cuD%!J034q`dJphGO{T9;j+H+|BllVaP*JR$QY$6NV^8p?}
zo3-y()GcMw7P)6QVFVuQ${1&iogIac<S1KI=g2Ec(WYrEMv5`&55;49oYjnQjdUU6
zO$s|ITINA=**7abg;?JkE>I~^amEd=Gb628`h9A^HK2s>ib5`N*O4;aUbUzUq~TT~
z6_5XBnS5^*yUzGZpCUCZO64al%djq`c%rZ+OZiMa3>=s7KHY49kn?&l4{vx=voK%~
zo4v-nD*iIO8SZoBs~W&0JuLEIT6I*xEj{#{lliwWJvSxGz00(ngKR`UZv5n=;@vf%
z=#(K5D=PT~V<e7fE_4x6cln2tFv%1*M&7af0Ov8aFyr>02!#!D<oz()03~HoJ6_oD
zYR>R$S#qC5yQ9F#;NfT7(LBeG14oBHjbH^mX+7A#WK(W$qlp?YQwX^lc*$X>ks+jw
zId-6CjF6sWAZM<YyQ1zCU8W3IJOX|P`Nb8zpZ+S$9E+V9E^oiro(^-9YYG%@lA@Po
z{;f*&ZWC{#zl0Op)_MI>9)*58c5hEaO^=6(e*nrwPd9BsbLdcU(d>|Vpaqc7iA$4{
zchd2`I`MWETg~V)@8aCcWxWlR<3T9<iG)S0U7Lb3soqs|E`6L=NIlJ?%=oJuwxaZ1
z_xGoazMC@_tOn<1Qk&N%Qmf0)7<EyiT=)JT4(>>`sjg8LuDZ$?8<i6PshO@RI!yj%
z=Tb|~``a3=K$Y>?3=QleYCgy^khBXQKRi^NS{jfs-08MwZei`T(DGkDLyOl;KPlmr
z;&v-u#75%%%p}RUU5r=K-$U7u&p`%;X**%Jkkts$xe5y7XHteu-1`V#YfD<~jxS@G
z@OFyI=Spk{ng{WOp8T(MS2fQSzHtgO;QuZRla`AZDUIq1G)Ce7!zow@&)YX6T?CIx
z)00bp0hLvj=#bOMb?H$30q|n%JEvwou||s6Pq$ff=nlv-GaHvperDLV>Mxi_7$ib&
zoAoyByjfb|E#>DF`jb_ro6)EaM$)S^Q3NmcV!-0hJ5c{wg)9weh`3wI)yd{EShatg
z@&VFTqnP(x<wfyt?yY!red0wP51$eImUU@wy83Q+Y)4JGBBT*Ql=vx1w2$UGEitg@
zitvq)T?v3?FE(oV@n-U=XzQSNUodl=VH}n=eU&T9$&e969raQ)1rS(BHY>XEN{W8Q
zZ}6G0s9fB#QUu{A2KiF}!}q(p(~|i};Oen#if0xNL9pH3On;tqq|Z?R6K~N+JRIOy
zMiYmKXx|sP--PY1xzyK@Y4K>Za5&&teh!dP!k8FIgucMueypp+iMoUx=w)K5K^omp
z<n1Aoqsz>LkJXhZlWFezelTs0IP6hlazFWH;4?P~J$`ddN%`ZxkXPG*p74HyF>mlK
z4wWC10CMot8uyU{fH-PZeXT?Bdcy~QZzlAdo9${$_N5D&F<|%s{WHC&qEXIh9@)vX
z9~dN%F&H~jO<Kmw4vm+dq})=(dAkx46*c(GPIG|yj~(&(=IG=!!JD^eQDJ(PyC!Ws
z(UP9mF!?QA-C*rqiD_<!Na7XFxO}&z#h6?-Z<(!d6&;wC#iBh$CV&^j{R$`J3cp~j
zK-cPp`=Jv@aavEW)n8a9_BLTv`sAYtEY5r-B(oR+aP(S#zT(t2=e9d*?YqzW?)cUa
zIR}h>R!n@zd~3PyK+JEgp&89*Etpr@Dzx?v4%f0)<oy8VBdK{4@xDV}DN#9+_G?CT
z2RUkRxHALs{IY)j=V2R4Bj|Cb_Lr5QKE#q0A}})4q^PbG8vDTu#(T-29OceNdzouW
zFK%p&^|8Wh-;T!?j;}(U)Cug!k4n9;mN8;{9Grn_0=B(jPFE@go%8rrP2umVD5Dr1
zLrT?Y174IqOqvXvQM0GVui}ZNprBxZUU}_&5ufv)h30oEDI=m{4vHSm8bzh^q>s@f
zo|S1B7RK-<$b^S4+QQ#PH?~!Hiq}E=8W-y3IuGXB;820x+l0WNNAK!o1hcY~avr(!
z2#RICD9yaYAKiwR#5RiGyejWBt$i*tV(ogz9vqe{e(h{FzY@7%@7uC+pN}%iJZY+h
z>4<uZtr<V`B~~7L^h_~xhFxxe(S`Lb6@K!)aC1a-IN+1iu?U&$CUB!CHDH^f8w)jQ
zSu<P}iAit`BweMM{aLO%`IC1A2bV)12=bxac#QKSFx;268_C^XTjIc|=g|hRfW6US
zXXK<qNOJCBiyHuoC@|AW1h|{8h5~k^)8iYV2&RgE%x<&(|8qlT|Ko<tz#*+Kds{3#
z1he^WJ+Rymi5Fc}&BOo04O#QampQ=4azp0Q6-n^vQC)c7qlyc^q9)zf9+htN?jKb1
z<yUq#{HYSqF_Km@+z~J|bH5B}H+soX<F;s2wPFbR+FD%`_4F~;OEv<DeLMV3O8(`R
zUGd;wuD=$(Sa>*=#m{JUu+(~0hMIA=&4bB!7+IlfymsJ?Px4I*YFo@3#KsNxj|GsW
zhe@|iEz$48Nt(OkuIZ+a-k3-j8Mcd#UXyY@<XY}YHJw-M9x{Ft(40_;1a-LraKQnZ
zk)H@2+_tqz*u_lBao@3>OvHNUM9F0gtTtyzx-mClGc;9UKrJr(sY(v2Yd=jo4r9(W
zU=Pha(7IEUnn5(@Ec|7kdx5d9O1??7J3j|zr9CI8R?pVmGb^P9#1EnMe{vwf46pEo
zm4M)_sONIJhhrDTWNbBx@;kc<Tf#m|J$(yZ?8!!8bLNFEuhXi7<2{RRUmbDrg9t1l
z;0QgO)t*(mgJ9lQX<HLfGA#A49owM3{fDD_u2tN1jdc{PB2ew^N18}uIW4g2j*3aq
z3&)mTeFUf~zs3=pZhQMF2Mr13C*jpJB6nx~LUwv1RQnGHdY~|MuW!Vtck#4hr_bdp
z|Bc?{KOES*D(m~&1-egR?fVWD30iqm@13)aj!~9e%rf0{)8-sy+?ofz_?jO&35LB{
z_`Is7w)SZT)A1q*4|0cD<{D+W6E0FgF5Z^17g||w{f;ov1H7~^FT4J{G<t?<E4HG@
zo`(Y(>?Nr?i{7UMAUrG%*vg0So~OHIG7`Np{eGPtaR2%|R{d=E(ApZ(?k;(}i$t!v
zMf=fQ6)6PtN%7_wO{q!!cR&DuFIs`{ifr;1h~@t~Az<3+|L=rAI;pZvu)U#Uf5h{_
zxPXdfbuEv(dAIu`>!byIbn9Ie4Axp(&g>cTrPQCMwuZmPZzOy5^E?w`@rpDQ7R}J_
zHgZr>sxubL=W2T1N*gd9bKv&vUEUI7KzdghjH@dqo8)uk9GLTK&)V;$-3{qhop<5$
zi}n9Go2=XAZ0hA)d*+sm3amrr#<RHoWS4ihW<DKPXYvscN^S^$0A%P~JuOgz23dMT
zZp6?QNxemwVdvNR&bA-Z&CQw09d)7IZ?-uSf)P&$dA47_>)7h%>JEL%5kTAqWQJMj
z!jNOU7bVy7MIdoh=60|9LW-N`t24c?N;w~o{WlZ>SCHV)F4zOi#Ct7-w96^sG>b0!
zu>NJoqMjQXGTnX7x1un1ak-LryRALNi@0daF37j^M>S1=z+9bLK$3Asd#lg8Cdl3T
zzwV)7?}80%)fnmKmwI)S)G1Z8+t=*#5S9=wTE^$C7;MrNNfESWk$9=cQu!Ni_NgqE
zFNASlTzU83bHb{x*SZE{dVoD5`5(TJeNwxzh6%d$SZaz3>YH)EuEfR@!NwC5c1p6N
z_gu`D?;;D^J9o8auk`jlCyAUpUvbg1sM9sE<P+PitgUgou-JFAgdz`Ic?us4&nu6z
zC6|+OqPv!2SG2S|k)PRLYXjnVU$;9Ch)<Gb=<nzRvgO&-6(9O$DbeDWMaKM$5bOSQ
zWa`mAQeL?}zpyfaI+`AR^LHx1g-g~~CPn*{3|(3q_q(Fg@Ih4aijFZOMN(W@dzPfD
ziWKRIY6!u-#y^}7>Iq`yvFGdtbqaF4Vp|o9Pe1?p8FCb6IR`0WGdRo@AlSrL+Rm_L
zh@Ab0lh`ggm9mr6vE+7Kl77)=X8aFF1*>h`ebqFHB;Qr8>&E$qV}0<Dr4N4gn;SqK
zFT6at8E}1$hx{u--XFTh<{2=?@&|8|9)Xnbx$wR0I3f4q`?HS&{D%{)J<-Ik=c>uh
zelLDl8}v!?DAfAJvE%E!LI2^OD-vz{I)C7vPn-%U?q<HB|KW62&!+q_%Dir@6~Ay_
z2=jEKK6=J7c~#OFta)-hry{7&{;n@r`Rc=Fe|q81`IiWXS(N0{1Md0t3e=2(wb!eZ
zpKCjre2GGL(5Wi@tX@5^(E`<wxRQ=JG{ME3>->Pl#sfTF>}=L(k&m`uLeWYFJ1wq`
zYD||6%~}hP!}`rV=jw-P%}O&7)n#5N`IXG@NL|Zcl&5NAgT5Jh`v<-M9{?;t)4o9c
zCC5x?PG9N!+7o5EzSSMt#b$om?HbifM*7@xsIsc2Uu_DdS_*=y67W+)6xS6Ntx>7<
zJ?)xy>L_mdivIv~pfyY&x|&;^-m<csl)93(m*~2Vq>hy(X^-MaJbrj>8SJc%(r?)L
z=s}KVv&BHWjhwVH!1)69rUNW-DZ6CV?YENxiG=;I4(f%jgqXH=d9&MVW;YJZZ?fG|
z={13qa%CjqWr)r5Soql^3EHzjinRuE{ks!4cy$8}#kiCdK~Wz_b8q5%MRNl{UG$}f
z(WzLiySZ!zqU}v<rlw)43#}E+!!&nl_g1z1m}v;~(2>?uRRB(+<WDcHJkr)RmK()&
z!iIu|!&!N8cE!^ot>x2KTWFBV9jm6RWwfbRA5m&mJA{V%K>DO)RUZX>&qW%m?bm%O
z%fW+CZ4X>-uD(=L)+y5O<l&ax3h6-~GV@94DMO0K8Y`E)$kp7VzqzO_bTo>na^Cf|
z^Khl9thH29R69#ju(i?DQM!eCw2U~CUuDFpvne32jdsDLS)t^aS?`ij&P=EYm)=!3
zOAv%9gvTg=Z;=hsi2%gOL_l-AHFLQn?sf0GQsLWF1BUU2DoqqbBZ0auqFAh}g_2FW
z3Y5y3736_e1UiLVbz+c10zwa|IqAsVG0P1xYSb1Bt@^3TyXzKb>F*EFR41aM-*T=)
z>?(%aZ&C_PytbsQJJcK<Fj7Lb9lxBs$F$oh?N-f1s(Kn4bW$*dTWvK<Lk*!Vve<gA
zilNYkTS8lGAxR-91d^#&6nw(?gw?#(w9wh_wDt-seGS1kHruk&S1_ll(M?rK+TUGm
z&f-)XVy*C$x9KKaC4EIAc8|k1F0`*PhPiW6Q7XMwYI_rO4GOA?W<u_YyO)&msZ^Ip
zAD6I@q$oImR9jM30*}aqUM2)w-324%nk~F>6w-2Hm3IlCjs)ORZvd(r!^8>9L;x#k
zY=Zc=Vm&17i7lPQA~uwQV;?aF^&_`v{yecRoJ$;AE@vg}+JYXv9x4<FFWRIA?9)+0
z51y4%QCU?}T~^|stgfhfrlsY_sP#od%60cvL=LB2T9l#y5~3hT9B&VctryDc?bPT8
zbe5ZQPgv|!-<ndpXQfj=npILcRNcYFt+1Mks%vFcJJj`wN}XuF?@dabacE~I_>Seq
zljZGBidK@hu7~raUy)f(<z-XtJmsj_l}zVVLZ2*>E)F*7X*~rgZO=@&6r=KW&ku>N
zZR_4+Ys-ZnG<k-`m$>Q+yLPK9I=1^mK$|eBdY+Mri*+Sc9WsfdOK5SY*l|b&RORQJ
zKyiCdWcDNNsL7!*2`Fe*u#Ht%R9!Vnpf2gr8aCV`WiVA!1}{vGOaX!3Das`=M&*C{
zO<Q|0+pg5^y{%X&Z4hVHXBTW+q*66jF)&C)EHO;i_Nzq^J9MFC7$qW_4Frlx9Y<h6
zI3#iM`N_=S5&FaucJJ@Bk&;gvHJ(WGnx=_2HaShqrQ1~3uA86q7gLLJm?-r_-#n{g
zX+0u?)|WkAg(szbQT1`GV`(}5U5|n$2WgDSnIr1gL-RwF`kKL0sqMPwNmc2K4V}A%
z&DvYl1xplY4J9<zx64l`Gg|gg%@g4d)Fqb#EjprruG!jE`zvFN0LH<4WRmV&pyfd`
zk`bwrI|SR11q77<RoR`KsDhZukrI@r5fBbB^iK43+5X>C+EMSVsH3xkSy9kWViHhd
zH|D*lOMvg!+?9CHOx7H+4F%XX-Vg~SjH-x~3Mc1pz;{0RWyxy3WTTlEr)(73vYSV$
z)m)1;;_N!?i`0gxr<$}-S5>jro5eeWs-73=l;LTD{yaJJ%RY72a?!3^UY);F=|**G
zu9eHQUM&a<zB#6aBP}NLLvN~hB{q76l9mD+E+kB-^z-*+VDBVuB<+aC1no20bH}~U
z;m^;%$;IH^d30Cue>?d}zTbZ{==42s%zs6{FZqZa1s|AnmrqZt(n^j+H3MQ>m&05B
zc5!&gr@*335O(dlajTseq@mR^XnL5r%52t4d_~`8Ra7a&Fd$mBSX)N)i`tK)<j<pC
z&vtsk?y#-#YW8ME8WK&-)f|J{!PW517ZM)aBv=vD+b4dmLc*Ea%-by7hY=vC8q48>
z;fk~3O0!qA&aP)i(dh<kN~)`N$h-3DoxZN>nr51&Mb^%gdT6v%t!i?oGLRAhDi@x8
z{6F755p{1Y^$ovSQtHZz%biZ4u~w^3uFNQ|nkwO9t!=uhBYC?An^X1lP6FLyWob&#
zK#;C1zYISU^`8xun!V<9gF3>GSF>You90`e*j=Y`!n?Amo@%8wtGZSkP3Eb!A#~sf
zN`kiqd{2B&R(wfTX$PIs4Cx9@9?kK(T1M}SzPVK8`O8YGU3Q?_Z3%DFO`??uLMez>
z)Jn(Fl+-Am(bd{Ai7G@-vsGJ}H3)Ep5kCANl;kjfmPE#w5di`Gh@v7N;Huo!&!WpO
zMYiu6Ed9TwYe^)Wwp}A%q$&c1{#8*~BZe$Oq?L|BoQ4nX;=ce8{_Fs(+gtp8bFW_L
z>;8$mS~+_~ZPd1E`xVl*(`COib6o|_naWDEwB=@~ucKwhY20zXw9t?Oj3ghZd6$${
zt8Md|{IIfKS!SZmc;+UGwOv?!A#6Wvxav!7EptzUg*4?O&Y{GZ1qvX6$FIHv`3=iX
zc2{#P?qpeBztibfbcnW5H+Z~S5FEZasSR7sxn-}nRJ@cT%)%0rP!fXX6DkT5emZ#_
z%f3Wid0k)1+f`PWI)yr|>c(2WUal^&S*KsqF5BxVDlXOawX}{P-JL00RU_+VD^E((
zCW(aQl?!voY{K4(bqg^46^?gI+8{{Ka-<=oh^VjYqUcpgn3PF|z(7>JnM?uos{L_n
z{{U~7_Q>t8OP!`(F*oIpZN6fP5fhU#3*9G*ZGWd~xM)cK0APeU8a$mT%C_{emr<gE
z<wQ<DlCFsJ=aBr6wsJ?BcN=#q`FUfw**SZwuC|-4t4P?bw>mqWy2V>pZh4D^6$=%G
z-<)BT1s91|RAduBJu-Vp+z7<ZBXCM^Aohqe9Bdn>H@UHVwY_G(b3d4Oi#0<^Vf#(f
zT53xBW9%#V*nWbp<n1$zs2{1Nv`~AG6S+0{cl)n$tMh+H@{`Ps5BZ^g(+mrF)YiY8
z_5Dxk%OacB^?hIJ!V1Fvka)OQcC5vR2{aQEN?a<PMI;fy+?Z2MyHVamg6Qg;4!Mbu
z-3`zk(ZPo!Sl6Up*ld4D+y22dkzusigG5@jwqFRP5<<9fB`#1+`+`I^Vu6s4Nqy3G
zquQA;IB%p)(w7RMyj?BMdel{~u&|Ini_}7Zi0f&<rj`LnkWh9Y2*B!}!5_tkCHY~Y
zHAbA~^~_kV*F9FNwIyv1pVSrWevsN|X_B{Ive4XH3QP2>N*QsweuXV=El#1*S@)O3
zY16;>zjJHnzbrJL?r*F=D(d-fOY<+ttA(%RdZ8YuxEfH;p(_pqmcdkU^G-}`J><xV
zC)^B9aT$#9V}qBD+l{R(%2F-#6GpO4k}x!oMas$@5|zOYn(M}qB49*QRU<Z603an$
z3?L=X_J?F#{{ZxS?Rw0fv~Ktfq0GzLvab^~#kBe%lT;q6q+;keVI6h2c&_<M3$%EY
zvrY39#8J7^Daxn3J~Oqpfam8lE!v}%8i6;PZKFq9EDBY16<wmHrN%B-i<*LI?hI2^
zDaIVSJksA?J9N%8mP1NDn%2E_$-jfnZ1c9!biQf2jVoohT5ij-)IF*$H(EbZy}C+j
z<+n@uO_KB;N@=R;mZkM10`hQVs8NrDPl<%ulYLJtE7L$Jg=$<Hhe(RSPL@SSsx9Br
zA#(~14xrj;J#Md~pfBhii}*bF-qODhx*q+cHPw?>Y6RSM8<(ngY?QW2_60kZ$_f=V
zP>Y@3%<!oSp-A<;YLvLbDcT87qYAjZdaON+5xXpU#^ZkkW-LgW4%ketgLA5W(9THJ
zRFVaRprC*p6Z)l4#7y0u?P9QSO|MT#6J36o5H}XgZSA3_KX5GON*dy^qvT|pvTy3d
ziE%8++p{q$iZ&_EiQRxGvt-wDkz4|y=8N{4=6}JjIdt7^W14QGSXphU)K-V79Id+8
zt1b72FBTPtQtLKq#}eykxYN4VO*+tFNpSrn<(%F4*XG|j^hJL!^)0VM+bmaCEzZ}S
zJ!!nt*3>H3aHhG_0{zQTUE4!{H%P;dC8~54dSM`>NH-6Pet7ch;!l{AI;zJ*d(rf?
z8ghomNSos{i+mb-n}uuXbWl~*Q>K^KuUo7SnL$gAR7nA0BX9gFd=Tjlc<9YRt2Iuc
z)t;5FP`PHLPLHgy(=huD+i0tc>s`*#dwtge>iQHJWi2Ek65`fY8<)z$N89i>&e5Tp
zmg0>;f@(NPk(PGN@2s6><UthFFc-31#&A-Jj8qO~3<3k1i+!d40CMdoXugkri<i`)
z_G5KFxSTbMc|My6dB`D(Zpux0C$5{L+WOpjDaNXDrkao2rh+CSfFYkI{4i(@In5q=
zXgv+9S#qmRUaBvOxzjUOQAFiKR=qEKytKk<sT^jZpIV~a%S5o_ZV<ABsU+i~{{R%<
z2mF-L9Fx_0zn5AzqRXnRYOuLNv}#RHbWK}zT7ubcuVr+%yUoUxN;DO9FDKJON<n5(
zkW#N6bJvvjKZS04X_^jE-}M5n4e6RqRc5{21*)dyY^biSzgTOTs8e><EsipVXqJ_S
zs5(^DZ$pi%sS}p!E`9TpTIo}!weGezx(8EC<;|w-_6totOO%xfs;4e0*=(X&6z?Im
z1%)^2sidvce_=GQ<L-;X;IpqAQs+A>KpV!ndlq-HY>fPfNVszBRgOg=YU9?L88&7s
zrAQzt?wbVq^>?=}eUWTGW_xnjZrL_U-r(DLr0%%L3$+LvPH`J`ch<aQTsd0Z51x`{
zFd`;WbvBZb4Hr!1bJ`S4xS0|2&XChfurlRUORN0Ct+0m>+lusQ+3E`PNJ$BG!cq&X
zDJf4#ZL9^j?XOwtw`dCOHuB?jYe*F}N<x$J&8&3>>H5Iyb;Q9{Km{!$4U+LHV>Hm3
z+TQOtd0lQQrE<bKjiVaBRaGIUDPOm*QQMoYY<$2iCY73Hy5g!75>&LMO{onw7XJWn
z{v(c`KM(xbRlwVgC;OZ0AIiebDQw(LhPU#wMbvsr=Hv3ElE5n~>Gbkb#me^DFxiuq
z^gpoFlKMcQNG?eC)kV0Aq*{O#FH>{tCnzbtDfWo{UC;vtL~9rHfAm`Y-L`wQ``~th
z+SDDJHdVo5TtRzSvV~3|?6``q#&R#&NGfK&t_}gK-~)-yDI80<I1eNKAbBvyCV6DV
z>zf?DwB4<m2TD-h?bmHzW4GNYuJl$)I%}FLE!CCGRw?6N)kBK`g-K9Q>I4(Qes0}u
zm)>l1KKEvMs*5$_m|D{5X?~qSY(H$T)R!vC7nxAOY06icTWSC#p+M~*>#g93Ck6x#
z{xA>QGq~->$~>Fq_vPQ5f4N^V{{SlVMM1g^52=m3G7udPn$v6fUq{pau)FGXdSt7s
zrWM56wj3pcFEuU`Y8gv~LjWTnqgKhMmnU*0KypJYa5}(Tj-Xry?o1*+HpA%`v=2!8
zCd0B1VKzyw%$lTQKDJuSNxE_cifs}{56QZ^Y!EsujHr~jA(azg`-v2xy}3p3QO(YC
z=!<^8(^owWZLwWlxV1oyMR&bY*Ho(4Ur}wTT50XNcI?w_{N)`(ZLQbQ)zD=jF~&#A
zo^I;DfsSHxJ45O%C2Q6fD$}MZFErFTk^5yMF59T;?w0DB3xe!*%6+Pe9Y~@>_V$*E
zNFWrcCvp5Vd~$N%liZ)ve7V)SXIxg?bmO<;-EN<uu+~u2vv$-MTiZ!dxau24LrZN}
zHyU)7T^~RwDi|Ih_=M(N2ROOGthtS9p{=%CwHwxhLql>D;<<`zMxV7<+xekN?Lz_A
z6KwU0TYb=wzLK>lNwzXZ@4Bulw%WcRl0Al@UIbylhH5Ustiweju<fI=xiF~JGdehw
zQ!!Ocpdvv0nB}(v-HGgXW*ZgSx1;XS9--+N*zihSjm31O$p~qS8fCrZy$vx8v`Qsy
zFy%Oe6HpxyMvm1nO1OYHPhxyed{5T=N!IBHp3&^+`aK@i@f5U;-xqyysmto^My2Pf
zRcf=L0km1^n@SN(K?+$a%0Rn(6mpA1^P8JjT{X-Ld$&s!w?tia5^e2VEA3{Yx|;Q;
zEsP~~Hp+@xzJ#-OsdY`Z`+a4wR7gy5cKBxaIjs1I(s!+1b>mt(g43xV(@0?HrQhGH
zs;0JD?vFb^pIIAav^937Z=|W!b#*9&f;zG8W$8X){1WqWn%|=J`klSk==yt=Hlw4l
z(Nc%(_j{dnBlh}>P1$$qGCp#^R=%aalBU{H3RII7M|W+6bhgW^Np#_ECM+H##i>SV
zKW8d+eQk9DQ0OdSKWOCY9O$}mxdl-Yly?NBv!M&MQ{5JCrSGIolIHu_jl*(4ySSy*
zEr{poLnIo6D+Z%yw|>DgA}ykkY=RG>W20P=qGVZ61;Ir<FY&wZ;mU4Ga{EeaeplG4
zw4LqEeQmP1<2sK~+*GP}tXhKV-9<UP-EI!k)KgYjsn*>^GtDivIRia0&wHmgd9Qr7
zJ7&G}JD69CHA70LsI=WRo};*1UtvH6u<Z?9$?8{GSjwAQB`N|4F^r3uzYx6P=M@DN
ztC-r&?L}?2*9(mm5wq$0O*=Kho$5hSTd>+~iE+_SQ1dBMzMx87Sxglu@s)fdX`MT)
zz9M;Xr!{4=it%8$Rca+x+U}I-s-mu44w2M18Wt*P-b$KzwOnZFVWp(Dr38YNCPA%$
zjFPmhw+^poDO~c9C`(J7=&H1vk5+7&j|hWjl8B__RRqxzkW5s-rxKJ0bf7h1+CAB8
zZKrQ>(E9_6cd}bQX!2HFl7tZ&F|?yXPF2%bCFCVwtryOsO3dzFf~ye~7c!`oMNU9f
zQ<A*k4#(UOXZgsVu|8s8jQuSC0OK3*{B-cH9NFc-r2M$7+W!Ei787v|3SO^~{IBP~
zF!j1&k4NQt%b!nAUO4lA#-AoRL8g8kwWgxeoVd`sV*dbXe@cE?bJO}-&1A0%tJStU
zeN#U(Y@(%g)H`mgtPUl@u%MGNpa|i&-bn+uY1=SN&uz095;()uj)dFnG<3m~mVr(J
zQcZzT4^>p_op$jqRXCdhP$&=(Dn~91Q})0m9R|0Hd!uL{^lo2QMU0zkGia{1lW5v^
z8Q-bxc4$W-9VdB3vPcmFCaIM&=8!wI6cZ-0AjsrUf+`k+<Gkl5-T>@3{o;Gaq%_CE
zFT_T%)3(i7r+IHvaIoGeSh?Ekj-b+XPFB!WAUjP|#SO;)07-CLZ#JZ@zN%2AAf-Vt
zpm^5jlbqic;dlQ4a=v4WSEKU+>HP@Q{{WW?aNn#SHNTd8v18Ku%f6>arV7HKg>l$k
zPJCzlJZWxHa`Q{-U2N^AQ0Yw(rgYub*o`l$?gR516`GRQQfaHLHfsA-OHVsWTyCMd
z<uvMC3QFMPEWhsijva#)>}aOfL$x0nyn-#;Jec(~K_M{?bYfhlvLbZ@bF@^#nQ$N_
z$c1TtM!kvbw)wdy<Gmqo8BLKxx3`j$w%<uhLD>N~_|H>CWLv+y;@vWOL>nKr^=4^<
zm3M&TR0u-=_+R1k;?no<xn<Ryx4UxSYDY$~xm;_RcT+0CS!%p9NpG=Ss9ou?-&lAw
z<(Z(eo`M`o#H}!)rM@G1?OX8)uc>vtUY=)63Jp6!rs-`=+}Cyu($QDlZa%8(S4D62
z9Co7ZP^G0bh)P0Jg&w2Eyyk|Ypw+y~<{qlG^&4KL*E+LMTY{TgDl`|H^}^#w6w;w>
zE9L4D)Y`{d3?)Mck52qE{2W$%MCm)$ul}Dgqi8KUjr}&34w_z|ey*mP*K4{y?k~1f
zGTIxu(>4-T>eR1MPy{7kXAEqcNki=xZJKbh?@(?@IRQMokt3JsB1KRu1eA1{PA4EH
zB8xCM0R&E9`sNxKyN7T4X=vNge!!e_ec5nQ5>72UU=gz7O0-?P?dt7h6}aBFh;X6_
zps}41H?wALV=O`<k%XuwQ{dy_qe*;3*6ZKted|$LXmoQrXtIqq{jQp-sr^E`_8xxc
zYr3?Sm~P0p4bu`-?5RK`B<EicysxVGA=P>dRdPpMYN{&zWo*^9>Wa(iH09c=or_EQ
zY1)cVkz%H|)Kb+OjVjzr_T?!K(xqrpb{1R3-<e;Bw=!<pPf6XhwzW>R(z<&6Q&oP`
z*D7j9>1nQ7j)I9PqM_7G)Kk>cR5NpJYemWC-EGvs3rOQabKBxGUi?DV>FUjIOQ&eR
zqb%Inw9;v+3hF9W#o2UAty`kub-O<6i~PEkDOb!SAt(@%N|bD^THSXo=#=6TY~?mp
zD#Q#()xd{E+jU`k4aH+!v?`(|m;qeCz628iDT)D<>pqy5*xt&v4)<rW7M$gy>5FGv
zB9ix9ahxFb7EPu25+J)frW$ERWGYrkiyDdJ_rP5UD2dD>4#w5Y&xlTN^N!y^YUVbw
zdr@0$wW8%kMfpCTv{SQOns;eMQEJ6$wgtSJXWnTlbUD%;Ur$PuqIA&%19-%FAfIUS
zlQ^F8cv3gXpXC6E%!9b|<olhB^v}P2v)Bm-*q^@}U5s>mTVk_}V$M0C1jZv)Es<#0
zhB)sW#X-3fNTPFnV+a%k!>HtIjP4tn<h!L7oVzXwyPj#m5>3Rt!z})4QFPECB!X*5
zNjP%tQX-fFX%OoesgMAK04M-c21$=@!Z9FbM9JF|+hM|(*vQ<05MY6x`5XKDa8I23
znSeGvGoLbK69y#yP$vK!L_y5=kG4;dSyoDNF+a}-#GJ+;c+N&daPvRI?dQLFBYfw0
zBWdAG&QI!b<PjoFZgv|^I7Erhc*rmh-+Ti(j9_DhDU;j2O#7J_+ziHKcsZU4h>vsk
zkuVMpP63JVdvLZGkrF0BlfGs)9iwyS1l|sRLQEZq8}`q0;zmN0{o@1-10#LAZ#Wws
z#Ece9X9pRNzw3o#7{r{O7Bey236a~jBmuMofMa--jl9If!HIx8%tqwN+CdyCPJ8dP
z`w~aKAPvkxjN$_X;O&A>jL040Pl9~xcV0oAp*TInMsj!Y*uVoE6TBYa3ERF29uIjl
zB6mC~PCM?Qu$kERksyi4$BnVTM8+}?h>&+O01|%tcrXI$jsF1lQ?}#3V;#S|&j#_B
znA{1+zhFoajmUw&3Q?cbf)3=!#QyojcoJiSY|i5bNc&80`iUpBa85QP5s&ULKHaz8
z3}ie&GCxvGA8z>VwC;8sDMaifk3M@4A|%h>*pgyie)%!E&+mwsz!(P-ct&C)2OW>t
zjE~T4Fa|_$r~Woz_XJ}TKXVxO1|kOvQ<;!t9s59u@8fv}Mk6Fg43ROh?t2*+*hzvQ
z84yow%syi?lM)Qc*u)Xr+~>~>#t&@fV?B?a!)WesH&UK_oQw|B1}0-O+>8zKcv1cF
zoXL_vJHQ?L$A}|>K=wKDFiGxCe8zp|c)D5bbvK&kXlce)W#@WHLky&kQRfK32^bPb
zQpy`2Qh?z~$aH3$H>%H?s!D~rjbTm_lhaW0VM(V1n1S@I{lGy8$EX*?-EFA<05q!n
zx{YAl=$8Ra&qYh=`c&#lK9b8~TV??Sbu1E<Bqt-)7iw)iYimte)zIphDXDM}TxEsj
zMQcw;6*WhxPHa%wDhWtiMLLh$5HSXSPX7R>xe?zFKWCphDVUF_XCg2NnI{HMu{}mH
zuo-{M6FV5}Gb3-)$cZ_JGZBN6IXEL>nEehXe%u)lcRynTw{USg?IZRoQ_t<#K*9Uu
z?YxMCjOO)j)HkbHNTRQOv?PDLIH3JJ0A(SUgN>p<f~L}yKoCNLNV5I2<9zMh<Gh18
zIK&c2-@uRWBM=DNXv}v8I8wHi4>AhU8NAzDeYF4<<s@Z4`jss~Q)?t|{d;NZ1SCNn
zKH<{Nu>P3SkJ6*lrh3C@c9{VIu!bDB)2)<xY5Gyp*+}S46CEQ1j%AW}z!Q=WxWo>}
zZLogAdQqWqqBLk7w63220M<nx6feItpXm?TU90F+KlY;a5B~sANB;mwoADa(9=guA
z)?Nmx)H99d?N|J_1oocBCl$n)0LC{X02nyz4j}iD5;)3r*ZeouC;tF~%|jiwyVidD
zAHQ%ovs<lK3$vlB8fPC_BduT%(_oa!oOMvz015<xqM#(foYoWb3;v0Iz^+KTzkK%}
z`+8&gLB(6a5`XT2vB@#-F^C7h7mHnr>3C83Dpjqy0dF`8Dba!;x}Z{Hq=J<7DsToz
z8xGr|Ew;A4dj9}Y!@igbQ%YDxBSs{JD3GU>9ZKnxg+PF;aIV_=ij4-6$4r-fFi@A&
z*k+NaDiX^eC2jzqm1H)RWc^d0Rbi>r8ZOUhYv(VOE!39BQp2h&(Kbg`Adsh&5<vlE
z0!A7#IHJ32=9o#O)AY@yDIF=Pb+Cp~B+sEvBOk;8auWnAq73n_?pJGt(c<-WQ;(>U
zP=zR^mbX+k$O%FckfJ0Gp)n^Q+w(Y>{pWEf_>7oOaoA+;rBzl}R#&{I>uQ~;bkEf4
z`htFt07wKS0|~+cL=WLSQq0c&bB*&m85!SW9^~+*B2R*M?~HiQZxVQ0&(cn3Bm2CJ
z40U!eA~;f*JAuFcq;s&&COqVLp5&dUKg2<dWcM>Nd&w|HcN_*M$=Lhg6TFg09nWKt
z6T%S$h#kGW=MkNb@vt&@QliIU;}f@T*fFuj!g~%OoD+|<edJ@mcqI2E2{3Qq$nW5d
z@F(iPpX{G$;EnME5=lLVHu15}!}Z}xh!gsp_yZ#tocPRRv`JF}Msu+2d}rSf0Eyao
zCli>7?qg_}6Yg{8al|{s;z=-P%<YNEjP?>Ex|GazGET)rj@jG50Ae6u#>Cv7!g43i
zzmhQ<cL!onf#0+r{YUMN-o)++o%knz+dZO8W4>`6h79nfN58m%+~@o|cK-k#5zb;r
z@Mn0)IL^_xb2~~TjLiQ4af#SwFelvXV+BsznZe8vFizdJ`)p1`DM#!xn33SdG6YGO
zjq%*EjK~0t81EP{5fC<$_7fZ}`{qRFaXo~QjL67=I0u7m<O2ZXF^~Zm!5PMJ_Jt|<
z$UkhKybSov_%IAYIom$NFaaI6@3HOxAjI&dPVpH(q(F`L-gk}gA}LP$??3j*%nS^X
zoMiB&BcDD7bDg9>0~6wNoP)vRBRGkWax=7%GlG7`B=Ea<9e~esz7O1hb026VN!;KV
zncKE=<oAil!G$Tz!5?A_Z?T+YL<6?sGk_Bw#{zMV;s=h#0UqRxgE4{Me<T>%I}C{1
zJ@5nKKIeIl9f{6N=5v@TQY3z-*v?`GJU}4H?}H<Ta!kj3#7ylcv=QW!1bxvHzwAg%
z2^l`|0wZYlmUhViW@dK-J`VB;1cN8O>QcmSCQsi32R<Xr08f1I;12>~4ED}r2f#ad
z^TIy!f#Y*0c{|9+GcbLR1dQYf5wRm9xb~g;y`#4ZRMuX0nZ&xot}^NfDO+mjP$CWr
zN=S$@3GOE`#=x_40<M^$i?e??$j8h!Ix13~r9u*iMoN|Z3sCRB8t1s$OkyxVAQ;#k
z#ysR01aQaixy~SgBV#x-B1}(X!j<Sitv{-%p!~gPgCSo<T{$8#B`&s7RB{PHB$F}5
z2YBW6O95}%9r>32qG?`)zJ&d1>21t5>3|ZDzJ;iq6UMx0_o>}W^zN;fTTtk6wW$jS
z3XrftgB{699lY!tKQL<Px*5AQ^Gy9C=35C(LIeTSv`9n3I*C6@j?z>(Qnmd>GxV;l
zik4hq*5xW~)GZ4gB#eb5NR;71LEc~i#GHGdCt?V|jBGbO`;my_(4gt<RZ2lL^@!=j
zeKmCCq()&cG^F*;4@B)dae>}Bdr-++)`z}fA6NOS>Ii)xN$Eqd8+HduKvzPQoz8et
zwXrZx(b$gIJ^Pa)Po2oY2or+``GJ!Y>>y(wXb?pDnp%oSR>ey$Q@nzDn{fpS1Q^*v
zBMJb4?hIs8<6#~qJBc0kp8Lo03RGSsezH%DlRkD52i3UTov;Q*NhDwn-)u;q6A(a#
zXY~R{^WXTVXp%>^(D#gzCp*lZz(i#1W(XvhjHy90IrqRAo#(z}X8`sQ1B0}WY``1D
zL?3bch`~G}WcS>C$divB%fx#T0LJih<j&?mz`(>E@dJe^&SdYg9%N+1KsX(@BoiD4
zaBu)IB;X$X$)4L~LI~XOv*sj6ay!HWxb93~_Q2yMvgwNZ$uAz7Is^iztLg_sVE_`p
zO)4o45gAY^LU&TZB2=plI}cR4hAG-{=bcweZ8i#)r5VCfB>VLo01r_DPZ`@9cG+QN
z722YqD}FlJw9}|9YB>5`C|A`60=f!W5<;C`+z;RFI(enhX_k=vQj^h9czgww8T!2d
zq=29Z!~|1<0@8<MxNtg(nu@oU{X?$4`pHt<b!t-7a&n`v7ytkOhyZQEm62ZcMQzm|
zD!@&?*4PPZhMbgzH<%BpAbN&#&;nUWfzVVs_{IzY2XG=Wh}Z%%5g-kL-UkH0#Gf;O
zF#v)F5AV6jBZKT`J;)?>G6%RaatYfTsX!#ez#DJv@9lt04##sSNP=f=`@uOs&wYs|
zA~+*EM2Q0(hW)Z*_S@X?xa|Z$#6*njAZ>voc|0jb20qb@9nZK2CPo4BV<G-n-g|F=
zOdjWH#zr_X0RI5((H)K;&uGY*$(X?42Vz9V$K59b&L{08=5Q3CpS<`U!T^kCv_Ox2
z_;`{Bef*gA+i?I)f(Smy#t6nSm3cVvjF3lzJ7nKzGumcznC?Ukj6{JuN|eD+o#(jj
zWaGB^8{^3{o~R$h^6o6(CH~|zV(;={kIjy`f91YpvFUv0<-<ysa_{xQp>oL{pR10(
zIa~JF&PR+GoPE2@K_*1K;xcefBWTBr?Y1WgFaX9bOETKKy+`R3VPt)pb&kt<%hvsf
zxa@my{^N4rwJN@@j`0@l3HdO=LnEEHvdz0~Ut*s~KXVJUTU+T$ED)XSqF`k`c{smb
z_IQW4BINy5M!wU1*)Ge~mj38I@`l|e?qkc{GTye=+9OB2`;@I}-D9S-)3q%6W$I?{
z*Q!fe-)J}sWyX_KT|in&2}tS$NaLwo*Ze(sS)#dNuC<MaR&xpa){)Wrhf^@k+Ph9a
zY^-v{YO1;_oyvMmHA7T}-9;;ilvk-htPoBTc{`_X*9|YIEP9&MrqguOw~Jl++NY7~
zG@FH@xr>Dwoj_U&(3*;Nl(Yq;tpKB`JbM#c{C)GQUTDkyin`i)e?x54wrhoo=~-&B
z-&wi4L35{alCdniS*h!2*>TEuTyNAx3;?459+EM8-Y;k`rtQV;8ARDcwos!qiQFcT
ztY2D0<`WR;s%6M6ilG37Fb+g?0XFb$&qwRG(W2k5HlV|8R+Fjw%1x?;u-_vZ>FHS<
zVjd!y6L5p}q+qdSPT6xVs%ij`pgY0|nKStI#i+Fom$)YFrf=7sJ9I;9Wfv<Q(z?%Z
zOHL^zZ6>mT>UxB>;X-=Q90^*G3V{jY>8ZJeueGymwXAi%u+^;6x$4t3skJTU`rR|7
z1+wc1y4O_(UG&yaR)Ce1D5gjt9hvaKpfu++dF!C`F0En8tv!2w_^X{WRZq~lQq`|Z
z-mgutnyOb?sbsxTZe_Bjoo&LE6s2hDk<j0ZPlV1z^52nKw_RvmB<+Jx>F0FM%T$d?
zsqRhGH*?hXdo5FL(q69@DrG3sTwQP$+iak<)`B`nHFpK^Yrx&`R_u&(rKcu=iC8{C
zizQNSSqIBUHU*uk<tIr1xJga$K^1_Bj`jphC96iweIGWtw0($e7it#8&k)CFwi)gf
zZaaEH;hkpgO<Q8#VRT9;!Wo=fxOZw6G22l<@7}XA&QlbCN(q%g!aoc%W;c#+3eS@l
zf0WSw0F?a4qAEUH*VSg_@`cb{{{VjcuhsMq{`2)S(0E^o@8rLna)i=+n7fKya&Eqd
z%lyyFm-MgYqOa5bvVC97y)RUe1>T7TV~$tJ7|7UQc#WeQAK1^ha!%xvu%5t=a(DfJ
zJM4I*{mwuA<$maX+gJP-XY6lM`k&-rhsUn^=lDPVue0?%7Qk;0=hff-wBP>#3SaeN
z{m<Hejrz~izi)nD_xbeSKS%wA{xkmo;J&l%-|;W6*?-*EN`DXSA*%1xe9o(|>D%S;
zr)qSyH~vPn+-{zev@PFVf7UcK&!L0Sail2=DN=%pl9H75anUNfJ=(@mZ@pVCHj4Jp
zmAOT8qNt&&N>-(mtyJ|bwCYl^Frt_xDia`qhkgzE>qhC$SaWLAsC6}l!*QwCv=<t7
zZx>2CVxFKHeu|&fWp%Ew(vq5n+(ad6Sx`Mf5|Vvg@hzyVI+I>oYV`Hi-Fc;^(zG-+
z6?V#|Ybic$H(T9OnoU(Y*2}6*JzXg(Ly7<`37JVx90#`v*Uq-%c}1%nWSb(ScqaD>
zfmJJbD5S_>5g;eJU;rTQoN{uQavzvow`^?Q+=$pEnR&FjlX)>Dibrt<2V^~gpTB&g
zl!{U=cVMGK0D_z3$JICqQ_u<M1pHlSPm$^xe^#4^pkbeuvwWY;7U$D7U!D5jE>>{p
zqxDLDuS=^ObGE+1H8l-pn>CJ53;iucnHB7yIQ0{kCRIk=TSzKyS5E7wc_XY(NP{Ft
zp>!w1zPZ=>a*tEmD|F=*y5Q|wbf~&k+*+!5QdK`h^MRTxO?zo<R8v0EdfrJ_K~Zcb
z6m>Sewq1Eie7sQJDOkAPG?NDGyM4Z-`c>wZiJP@ERMk&1*$vg9`gE6FWgd`w>q1q=
zrnVbG#>$<XBZ3S609kHjkuu<^(mPf636NMjGL<D(5}Z$xfsKU+0f5f$37g{S3o3JI
z(c+b&N3BYW;ExuKT}MlcH!qGN%tgwA?lp&OkR(#5WK&ShN&;<s(^2s6%q~jk?NzJl
zxzPT-v*}GgcGM48F4{pB%7H~^w^Y|vdKZLW?vJ?ZZ8BbMrx;<EP|B&)?J#*2RJb=H
zK0B#w)sD4jzf|ZOz1_Ncdd6;)*81yZV~qNOnJKKSq^qQcoq5uQKE*4=E-1D-%qLaz
zH}M#%*SZf^XnTJu8?lXDr>`1m>%B&`UCDH`x0(m7)h{=1YfDfiZi;%Bf>65hf}#qE
z5*6UCR#+%?Z!<Y}rLKURW~J9!OHbUPYHDaN7wdh#t{n%dwS2uxfh$Rr7*P6$9qz|s
z;d9&f1HGw4rynK*+qH2RlnO$2ZJP?}oy2@e1|`AFu>i*Pgh=f}6DC-LgVw0qRsFH}
z&7th^hoU62!bdo2SouYqIlr478;VX$7_<Z>FEf(hY#yk#;>KdJqmxZT0%@2<LJxg)
z4>h%qF=}l$9anuf&yj7^+ZJi<^fc_XR$5b~v|8yYnCYl2vFbhPEyW?UWb}Y}oA4!}
zDfw;9--!Jqey62s^<}TpG}?XYgi;r3Ee=*{=l*7gra}{2OuH>fYM86iZN>tNi4C}}
z@9F;lhHg@6o<Ush7F!i#6}DYDs_xc`mv47^lW$d=U0<Z6LoZgUo%&$9Fc<S}R8%X}
zaF@yH>E?$vJ{dVh&U)%w#<a0L`P&GlLA=^3zCz(v%{fY`>8n(x->0f&q=M3YdR4rZ
zR<;o8S}SbwrK5IR%+S5<1Wf)u3Q1&Q7JAk#x2!f^7Fe%ZI8HS=6jCw^lpUbu61yS5
z&P3%EK%>997HNF?Ic>XV`%Ao<#BBoSwicg!q-pL+5k^qY;G}IQsI72F!Mk>gsPno-
z;|E5JbWsLPz)GHXQu3$A?<sGb+SZ($vU2*>Nnfai9=H7Y#tH(dC|!R|n_W%Obj>|b
z(*^2l%PhZ8-=?R7tu(H%;2HH_!!7rgzY5oF1EK6!ZCR?WkJ_Hp720ywb+3ByaHhIZ
z-7XEZ#WHH0bu`qCs+ES?X|ib)l&ypsmz;annje=sH<uQA3l@*EQd+33w)QQQ>QAXr
zT4-sMrx3%}Dz(2~P~Xfr^;tvp4y07P`=AB5qJ3qhweE=0yqK<})cT^srz#ufIk~v~
z_T@)urEcE-nxvs==PPU7r=@K!RyN};C2u88Iuw+pN(YRUzSAa|mdCeY&{h0Bxp6dn
z*%cBxF6Er3D7>3hU!vVtLPQWy#UgCcSyajZ0%eYJrgBicjkY}}y&*2!rsh!{nYY?Z
za%o8Vyqj0Z!X+1K#X_An(odSiHeFXni3jc-D#@vpQ0j=JP#l-##`~vr29~%g)v4?^
zojY_xZMwT{`qx`&uR~512Hag8!HRl>w&6m9Yb~WJ=}<{9c<h(?OgT~cF+b4GV}5<|
zogR<K>7UC!c(WZwxB5-<A1&*EN`<g5(wT04f#V;Ky>X*;?>g-lT@!z^YFlL&FRZqj
z%e9Wan&)qF=FRt0)w<GaDI9j4#~Gxqp-O{mSU~AdRN#5TmOPr~XE>`abUe4x&uVIm
zGjy+A0xlMdV^mGoE%xZt{Y~cMZKWQ%>8b;1OR7-~I7(o34%?H2w)TT-+qV_?*kOU2
zL%cZ`kThZp4Ip;Ou9KCVb|6&NJ9fZ8TeCO_lz<>(hz~v5SN7FC8aBJM?U(vG%Z2o5
z$&?__UOL)F>yfz=wvm)_!Q4{_(0*gOW`vxn))pSHiHJp2IZT=$B-T?TkVre25MvV}
zPx~1pcIt=uF)sqm^MCHWNBO_Wm;V4M{)4`0zGu+u6rY)YO1)m7?6d2BT15W<S<y0s
z&)#NoXPJDQthP||BTK)gYOf7dKWh$LEcYg>TcKMG)s`x(*9(;?EGngxxP>|v1E?V-
zDhG~%AH??Y`8Ub`0J#kyyZoQa{%!p@d*zKlW7GMwZT^b-zwf`-dS96UPxXGL0{CB#
zZ|Mfs^Uan!V)>ftJ{dPn*MW4|WXg7lvlQ2nG1E~ZoUh2Ru`sGr7j*a%lmY1J1L)ms
zO6@KS(+U>hx2EIUTdCTR@=@DIiIrmMRAwAak=%8zi+7ElDBWvyc15@mBSWI8l}HRl
z4q@l_EV<9jzD`zMD|vCM9@AA9rm2~_6kF{VHmjSVTkE6`Q(kTNDrJ1S>R%{QS?eCM
z$59F(u4eP2nSA4_wpVi_R6nU|EUi_sYb&?e?TpbkT;nUNOBB{?eY%tv*G|V-EU8Kj
zAO!@Z0juzEJMB5{1c=;&KHfyY<F#Y(&*eC?0sS-PFX!JUCF5JBe=Pa$LnGw>0HY?S
z<^E?Fx%!2%1<s?^ZkKJvV%aiL(=+T^AulQGDK(Ws9TyTpMu|2-$7uO9y<~}z2S_7<
zRC1ApGL%RHTEw<3vkyppzgo9Ni?e%%W<trd0x9Ipog;ibi?vANY2=)QZ>!tRUW7vK
z+&_qZ`+Thn*}Oy?sHqn@4s8Yabn@eu`u5??dW~_UwC1jQ$4#QYC#BSudJEk>DlRW-
zpUfX-n&Qnv0cusgg$rM#R8m4xKq>_MMfq{d{RMF4JNg?*X}u)%?weYR#V(q&&{<fj
zO|ji9ZO^?+Z)Tl>v>SzT5TvvSNGT+w1de;@tz)b7T|@PHKUL~IDOFO0BBG~GUoKWU
zm)m7ZS`hQr%DPuwLu*o$fZ~*tDN0g6CJZ{4S?djFP|aSj)q0av)zcxwQ`Krq<<k36
zPKOi};u(79RaEO}aY;g!hSY?qNd-WV4-}t5CjS6*ucn_!l=d%Wx$GV1TbcGRvp08p
zUsc@oukQTzdF?rG{d&BA)&{`;0IHYn3;UO~`giMnzwVLQ!}i$vco$!7+WMEZ{bShy
z^lx|8_dQem{>S^CvB^}y>QTr9f@8>;JN74VCw;+)IL>Fr*f@}OIQoWXw;fOXFwK}=
zIl3zaC+5PFL;g}KJs+7A{<f<8#8Ud7*7bU#+3NZ|izUp2B**xl3oyI#hvdFb^K(b8
zKQ{S)L{)sZt))LLHGY`&W7Pc2wp|nc{n4JG#Qy020RHm7bI)Qc{tLAB&#wJX@-MbO
z#C=cvAO8SJ+Ir{sU3Y)Xr~Otx{uICKJ^P?E{{S2HZ=jyR{J-z>=te$}dw2Y2{{Y5)
zTi9RXe^a&p0KTtS505{FkI4RHYg&<T6g@)4{Sejux6BG~uaouv03-ajq`Ct=e?A$H
zs4t-Par69l$C)SYM$iGw{{V3S@prK4-9xHt(`wT;8_uJ;Ew#LhZHC!fc(^I1%0rH(
zj@?fELYqfgLev`RPg+WfdVu2Zsd;;^v{P(7th7e2(oIx3=+ir?bk*j<-9w=z!qW@7
z(bA>Y18Gy9nhK9VQi$o#6;@S`YwZ2RlSqjdN;;YriYnSo^CetvvIk;-Hbn-_6x;xG
zu$W9$Ol%kHhUn(cx35S&u6j#G+S50!u@2TA!6eI8a<-klJkB&$o)}PmX?M@%CR+Nz
zh9W!?O%+)tkeuKM4{A-{WPg*RpGMF5$L74b3;8ixEhhVY{L(!STvLJl7dHO@n2+lE
z4Zxti^!k8(O2Pgb{wR6D$r>A;o8{#Wm94ehu4%knPNcV8Y7<WSsoSI-H8#7&rO!=m
zFcjS*#-d$Ij<$sQkCV|YKlp=k(*FQtb>_65zNfpfOop9H_WK9r%dS%reG1gy)TOkC
zVM+?4ZNxIB)TX6jJaZ4G&!?!JTWMz9LWdlENh&0jIIg7vNmI|baE8(X*U*$UgoLFj
z78^8|ecaA|J8CxjQn4!W=8kTwRMAai6z-1W0GjF<LZV_bGAe+Sa&-U<VbC@X-Imyv
z#isUebNV6eE@5f)qpno$sV36S9=TwWsKd95D2u4p$+l8OCliUjWMZgY)LV~YkN_Cl
zcboj*)STbcgIQ};T4}4P?Nqj*`E5F=D4V0BTkj!iL$5rgJhfCfTzIV@q&9@4B>-`{
zz72Uj%Rh)J?SD_JTBp<$78(m8Xzfb8-fX_3^|f~ooN$X%v^9=^nmS}5)l{_FI=Wa(
z>3!!Ic3*(Yr!{mwlhx;&Y}lF9dVbreDQxWM_inVFh31(T8YR14y+vt#OH~y`I8v2D
zw545YX|#HZ9C%vE%uZ{3H0!N<rt}W6dc|_K>I;^ZzSUFPEmgF)H*~eu;cji^QC{dS
zY`4<*sd17J9&IlvKB*YurD-U8uHBrowr@C$Y`jWM+b7tTS}8cvw~$B_0z4}|)C!>x
zT^`k+tO%J;t~;j_Rjq}md~9!NyFc5Pr8dvsT^3E~?oL_Hub$1kSGv@Yww#@z+`%n4
zEd@sEzm9wir#+fNCV+|rGL4FrdUxaB;m<(wDzBH79KO@l8hV#dH>lBiqgCGRcwq~m
zU6|Uc8GiF$aD51<6;~8}6$L6)G$<uqJ$&y3%y}D=ID@`G%;Vhb2OGa!{6}+hniW>+
zu4HO)te0wLrk07jm9p1J)iph9tvyuROxh@|tRXI~hELSm(w|ARr6nooKC=8iD|98(
zpA`$a(=%bKR))QXl=3a=wtV2Ov@I%Z)hQ;O(Aaz-RBWaGk{Va}x~d#*?#*eN8)wIJ
zKH&Exyc-veT`CV;DtF>8)>#zA`?liX-I5BVk8G=95)mN!h63*n6+F(w^o8`7LNjME
zsBE&y+6}=06A;hn{9{Bd(u6d0d*?*9;be&#L3JY0+u&f%P^4XVVj#LlR8uE6PiY70
z@1NYvcss$)PajKP_{RJ{4LmD<-D8&j04MoiP_>O=Vf@52X$Se2<$pc-hpbWlZ|E9O
zzPLmM7~{?#iGG};f0X)6(5~BYy|J(9on>?@VcUwW&1w7VHT3Fj9aTMEy-m6AMI~(%
zGNmZ>rKGEf)D~;S+T_Ka*J-%i?)5A5X{~nZ8k*aS?!j4Unksgjsd>(sAq_O8{UnhB
zc*0ymM{UO3gSaHc?XXy<GUNuxxJB7anucf#D0eG1Y8#uZ$aK^MNC|<I&hP*lx&kiz
zx&Hv@_}Y%p_G@Vt18ZlzB5bA2D*iG;4P>0QLTN@#P>E$JET?VS&bURxQ$1K*ifv3z
z#KL6i++t&4l1Lr9c=ql=?VdfmqCNpR*ROPSgIn6}{Jx;J>RUCw`)i`RUaySY-J!YD
zBCe56wMnKc=@@a^cUyENRj`n>g()YhJh!MhU(C%VLHVw#<>tE6Homr#`HrE|H~TFJ
zTgwP(KR0o=(^Hi?xJya(f2>zXN=XVFbqkdrh+iu7S1dF(kH6_IV846PT0>9im!GuI
z>AH($W0osbHL)+VQCF#`Dw}Q8QZ~49g-Zo$1Sk%rWq17D;Dlszot?I8GP;kBlj9;(
zACV*qj`2W0E<zMVK`0zR!eW4ig#&L^oAhh2b{zihx#GPir6sIL_O|nPmhw-PlDAfM
zAgki0sGNPAyMuvR6z6W4lOk&v6c7~*p5=MVkzW;8&xG1dZ_2B-fTh*W(d*0G_XV@6
z9kLoL%@Z_wZsknM{{SGoBBq?XU};UbT48E~Dd|w@(Vr2V^{x1W*R;CguTHb31rDB}
z({z@$Zf;$Y-7O7$*5m6gwNzH}wY>e>pp>SSv?U+`C#gqSa|=^9t#$Uf)=aSFD_XZ#
z>RnFNE5$yoGk4q7ZPgU+7SyK8tfr_oqJpFq1$3y6o;|6^Ux5nVb@I~5%$K>8#+9eP
zJ9tG6tvW$>*8(jUdiyfmdaUYOGE$eSXdfUVozjE^N{J_?9yPISrPIIe7U@Gx$$|{u
zNdcwZf#1Ao+AiHTEspIH35wNRsFOl~6(b3h0WgWZK+F0=?eaOtqi)Qko?li4q<8bS
z^{jO4s6!!cLd^QKe2bfcRTxL>ktJqX?zML?po-5E1loyGC?yZTe<8VN&br=ZyUdF#
zm+E~i#*r4f6kabDgmvEB)P}9+S7xraRXh@lJvtJTP!fXaAQdPS+<rGXHKD#9Z=9>W
za(0^MqU!Id)$TsKex$#@S4&f5R-8>GRSm+v<yUc{TAIDoGPN;SI+BRN26Sca^UZ&Q
zzH95<3!!z=sV)?1vQph{w6;rAw70rfZ8W#rTdvx#w6~TTQ!HMT0z#ZxO5RFbS`{2>
z{$}%^nVjRSwbt_^R6nU|Y|T|OYxOPmdt+2hSE+^7rHX4UzS~NZP^wlvMXi#v=^zz!
zq;W{n3h9);8{RFhVmjIUjCw8`!3*h5&C6$Y`5UBhiB+*<z>2(3vI1ok1-DK0(*-g>
zz07SBW7dzOoUX$qwn(&3q^+@XzK)XGA#LkKTt-U5?Il?!i5Bu{Dy7TYGJ|Zbv<S6q
zqajf*$hb36D#L5kJkjQ6t)Tp?RdW+u>U(cfYy7uRYRmoRgejGEvZG6JxKz`HG_-}X
zN+k>a5(wi36aN4dK<)|H<mUroVtYjAk4O9>>76^Qej+(@ruA*Ig7ILls?;j2wcMC)
zs)n`79VLIb(6duc=u=N2RrHjf)wq=*L;yhq&rZHH`7_ELGw|=Nbsn7M#)i`O`$a~R
z{I2Jx^tG1BTo+lZY?k`A4Mnz!na5J?1zliqE~$NK1m!|SWZnG@Xx(rYSs|7MXUxFK
zF2s$HX57+p3dW>m5-#D6Vyb|hVJSdCEx`dW=oTvn(Z2fIUdHy5x23O^CTFvB?lhjq
z+zZOc&B-NcTMVwJX*GDDteOd^&P1))5oH9Yb_$e1B7Jf6f%uO2e*TYq=;qfg%_rrh
zUzPs=Oe{Z`7QR=j<bNv_znBNTKl61mX-fS_Z>OjT`KG|m`64G9n3L}r-Y|Q8OJV^B
zZ1xl6#$at7y0B!=0FW{}<iUyi2pgXr_UwN9KiR~7&%LqgGB02IVC;;it(7A7Ajj7`
zFehXIykq*|`$L;kZW90)9NYaRJt?kVNq?aK07z|!D{tsR6R9=!Dz8=b<t`6mdfC_Y
z!=JKEA7QukWKzf{+b_Ix<hb9u1L1?7ywKCEYRwOzsxNwWt;)8ku1daXdrNf=QB=80
zR4LoNUai#+dNnOL%8P7}ryEjIR8U77_mZCzTEF1#msWC<S8~7edz);X^<NY2`?d!g
zDP4jzj25M9q||5_B`MO~9a4gfZW*aaHwdFs8l-zP2-4C5!uz|=^YgPmVSBxH-}iML
z=WzypH5`kgRH|?sF?6i0X)rp7W2ojW(3zeWx~3$=($#F(S54l<s(ML^zWjgejx+z?
zY9dhn%~9Ul)BHJ!kTs1<p^fQkEiXlRKPjDnPMFxde&(2Gsd0ver%MB!M-#J#ccsO*
z$=9(&77pw7m$T+hc`OeZ#=bX?aH_UaE^bcKa>x1NV_(ApGhSU6J;9?nRK7Rc-qaR8
zJ`6)AKA_>U`R9n&@@-Q-=sOMP`P)_u2VuseL%wu5>Ya}%=In9d?o)^DPus^0AjXHz
z?Zk<Uq~(oo6JsLE$j7jgo>P${$rZf3Ef*@=-qx-JWJ@(3&aDJTlNRXL)q7U<oW^KI
zw`aXvxz90)f`sv(SjA6_&Y#sf_;lLlJE^lrYEC&+sOgF-u0?t`>Mxpv`HT)sq1qOX
zZXKgYvPGuS!*KM<mE}@p-mwY@#-!wR$9Z)5%MOR%=4vjH*jcK?4AUgEc%>3Rd#E9n
zUQ2tL0$zj5@$puK3^T8U0gk<~Y_9Vy^!gZJc;3uS9KE7ezk+(<C$X5AtUlp^Tbo7q
zccS2*8$Qr{^X(Q!9=6xuLPBH2&OrUjOWv$6^Vt9<SbDjLYb;m#7rj|7S<L)xZ1t=(
z2nK_KmP?{wBEcQ?(_flF0ZSD=O=!P+cc}C<nN_ztIG%8XhLajXv`ch}dbn^`nfSZi
zR(}|yKo~|2q6=der5=YT+yLpQ#c1Wi=|?#15%FmqXAqJC0T!i8^8J9@Q^{jY#$~{R
z+u6TccCQY!Ush)|03KnnIpjQ!OFi<(I$C8se_PVl8qOD#Z0o@S;3rTg{uQ48702CH
z<U%qgCOSAC3K|}X6sKi)*d^t&Q6-+ijW3vm_;S#mwThAc7(ux)$(^-gVx+Z*rLlVS
zGv(ca2DMr@Sl1N>t<lQd6_NE1I|A&sQqle}gy06qSFpaoz8~5nmaC5QAHYSLU~mQ}
z_(brQycvW@=v}h2=V-QvC=B*cM@kKogZ}oD@uzhOa7f!lamoZhdd?8x@d*=lq!EHY
zhMMj9bFIkK`+a+3$TX?2ANrjw3R?L*<pe-y*mhB3D3EV|e1ssGTv7{pJ-A#m*bR)^
zgK`hv$J7deZ{7?)G4jU~@3C?-+|j+%x(yJ&VOJm5<P)=1cgt($0AfoH{;?8|>`UMC
zz_dsbP;e!n8{}Y>q)9^cec$hbUIN!y3=Qzkq`p`b@C7~X?nioRJ^f^wbZdqKaU4!0
zxpaJweaRFig9p!ZLy}r$(^^hq=(~2w<DG;2__@7qBly<^XCUM1c^_|All&uby0ZjW
ztyphT5-CbMb_+JTWFxc0^V8}!H?ScJXQ>2q3VCpNf3h;Z6+d7cW0f>AH%P(47K1ff
zL=2}frG;TP1yd9S1m$w+e0}EQ;LynHDprJCA&DsFQs{#vC*$d`W9qUiu`APNrc{_c
zvoO<;Rr~DN|BH;mwCv!iCXb$pWI#;EWb`nKrwmJVS(z%2(#kRx5tw-h)DT)({dVn6
zYfoHLtuh)LPqhTXEK1#$JG9Szt-Zd{ZE9Nn4(5=PS#~fUsy7UNlqD-L`f)AR%E1h{
z`YOe(kB+<^4y{#`ySF`@mJj9XjV_d@kpj_JLoy!=2zoPNDI&%n5on3M)RWf{b{5H^
z)is?vvO$Bx@Q*r7*@6jE?(E;5aw<nF9hbT-KY7<VO6r#JYc2x*0nkGd4BZG|b+@%t
zj?bqG+L!(#(gV0dK_Y2Z2i=+af%{UWAsw<(-=a95biog)?sx}~#A!r?V5++82tokt
z4BDKqPJzc0(=mB$9y1lJSilpawNTN-w^<w{>RD0`wtOn#i4<kcLzgUkcBE%WWruSq
z_NjtDj7t9j4$Dj1m7n@JAABD?e!BMfN)IY$vEq<fkw=2gXR7hgzDFUqr;4_q5Oju^
zB`Nm#MpnVS{EeaGJ>`dcw|6(7(5slmjM_HtbszJxHnT(6k=7w(&Dh~Sj$+v5DCe|D
zPoj|G8~%X@7pD>wONZ`ljl{~NgZ1>%0jf;bfm6kSxq|8o$00ov*EX3&dVKn$CXJ-!
zYJb}*_jO`LX?dm3N}!8c$opszTe{HvOmPvoaY>b`h#8lmurCvOsKYJb?ohB4c`Ft(
zLd!5nguxN`|FzIoW{jSBw6~epR+uc`(}KQcUM8a)?g6)CmdZvn+siE{1<jG{7N^+#
zM1S)M>{|OLmc(-be4u_bQ}IdgCY9I|Cm1NzbKZ(d(trQWW7n0>?v|ksXM@F07t^Bv
zZMDXpu>&#mY-0QUfw<kCvWu+9iP2&Do<FgIfjgCg-2oi<I*|VW%p?}+@MK@9B(IY`
z%pe*PNwf`@gn#Mg@<;eT!TKdk$w+o}JZU0=litRO%ad!MOxGYz46q(wXNfT0_f$c1
zdRz32K}-}4>+yZ%Z%j)HhJ$@+WZc1Wy@OU_>p>a*@o*!-j=N!;9_nx$62CM)UsyiD
zZVK}9EF1^yM*|4TdMow^gdhht`cAg6l5a!_c%7w0?vT?w5NtBg^yCiH6mYC!$aLTW
z{Uy2NlGxSv`NLa)OFMPzn!A%JIISZ?C>#!eIyumpHi?N5ph9yA1P+3d+5}HlshOz5
zyz=T(P)yW`6kiCFT$jirL>}Zu$dp8xFaZ;+!M96y;|v?YBRG)`kHpR)@^#7BL6et>
z)YQWei<Fd2U@Ox}inK@umy)L7zoG~wTm<|Q$9`2YVSJlig*unc)dKHPB$3&$zJHte
zB!7An0~37guL^(Cp{9Y5GuFcMzPJ}FKojq1p^1;k6CB_%@iVCsI}iS3qW=JO<jL0g
zLtzo@GU)+`aIp#S@CK3qPD)xoC<?k+SCS>C-^NehMXU!C*T-vFF<d6x8Zn&TC;Y+d
zS9Z7JPxuSNIIF`UU6*v*r2%FA@kb-hr;uF>cy1CCB7YBCuXNK7CCx6&TH?izav%jp
zrLf4IARmXRSwWMjvecUej8@>Df*a`_aftiFgbFa!b$4HkMKJ&GnksQPkk%~=tlSE~
zRNDWjX{+onzHv3)OFs_4pocSdX!405sA(}af_t!`0=N)TGOb%O0b3a>@<fVn7PfeN
zK^6qbvXQrW&C5*g#Ecv9jP^4A1xT+R3xy!73U_u}rG4Zk;<8r^NE#uam3Il;aCz{B
zB?&%}`AV<dLh_f=`c@<#)Z@uGnmhi|C+_(Q00xyGQ=~=)(Rz0D;Nbz0Eb|tU1cdA~
z<LgTG`=620BN;@f#elBFvpooEYSJa@9z*+~fX&Mk`l5Zv4U=^)6c`f5=8}TyKI*o_
z*^vInr6Cgx1cL73`wRGFhx2am&gd^hANNPH$e6ScTS~0%U`<=x{#`c^JdH$-sn_D{
zA!{9bUFCqEogEj`DvH~QQkbHqun@8T)&n1l#{r!<#y<p>vvC9`yDR<8TFP{_(5ut_
zx%CaU#4IB+$Np8OFTa%Z3b_ktD2#|oRi~7bbTXQNOf2zJui!+YIl1s2LF!evW``AA
zY)Bfg%L|P}hE-yh6$AgRw00p_|2n<}2mLtVlCsbwp9^i;0Csp@-?Zg_@4O`Z^^WsC
zf}RxZv<<@bD|+)j<Qce!Bf(2cM+bWNt|Va8Py37Zjv9=DDZ(=*g-KOQn~%>rvi{}2
zz6!gqIqgbczmTOE^x&4srWbL!yl<AJS4dAUOAGV=P%GJS@k@0vL#Ro}wLBZiQ0fDY
z`r1!HkqnhlN&E`O5+Jb1+E#ejUp-p|KuO8Pz|ftk1G7(hGySuMg#r{T#gQ`tcEva8
z68-%g6&Q#8o6R50I~GkA{5q|*-i>w@eccp{&Ihpdh+w=2?c$-e`U@5o`ymZp40j+r
zem?ZMmCwyp?&xH$D9oxkC%q*_*qC3e4%dMIlC4_`Nj{F~VB(HcuSo1`Z?CoxkJ?jb
z%<0W1FRQ{ne3^Mp{|4vbFg<$n+NYqHeM`TbcR@s7u6PM*T>RQ>L(AlhbgionKWy?%
zdU_)wbNOl7Yp6idK^IYP)QEys&AG8xw3JrI=?k<C>4h+lCu#e_7RWU-ECRdLcbYpj
z%>18<6@@ad3J%M-o}wdk|6$F8S?6K0ARjO@|6JxwXl&oZ*<4$51%t^%OJQ-#_UJ-k
z^_*(a@rM-ZB@F6Rk%=Mt@A-ev>Ep>se@qtO>*CP&Os0v6O>S(ktDwTjaC3vm*TG4s
zmdQgLd~89|jjln_WUs{C+X%U>B$vsf4VRBQ?^mBzxl}blc!@u{1K34Rz=Kb+{^IeQ
zJqhhu{R%2%xQ}8wDZB9ma!DMwd}+Dibo4_<_+cu^wknhLf*t**dfx_>FwoBD)xrHU
zCY6*Q;;WJH{z1*2;UyYWKt7cwN^WCgslbbMWQc%n$9`2VZ~qF2&KNdwDSvn@J+|wf
zMKymwB?7}+`2he)m2lcrYd;b{`mcNhr28&=?kf5FLx0KS))lBv$TXR93EWWBL#`Ah
z(3Jh=+mQ=}%>YbGF^B@;4HwN>3hj<y1T<NUpV7@LJl=XjCiyZ3K;C85LqF7Us;S;{
z&fk{~B!i|x{NqUz_K40~QzXe*fzlwm##{QK)m)0<C_c*%+g^Nvj3pi|)QOBAepujy
z;SFlR!*`Vf@L{B37Nm{jGvF)~O#yO`DeZ^MvCO<Qe-9K}Y8Q%wVnjl7-C{O#p^>Br
zQpm%g<PBJz9F2h<@S2rfu@^QSuCaLsj+IqSiaj>$Ypy|RX4+05bBX2Xf%T(c_^9J2
zga@&}HWexki#u&_X%Rgxpu5_O&J9&@$_vs7nw@vmh3GnK#HkzSlzYY&Q+ijFdH%FU
z`&f<3Y)U_s-Orf5q3Y^Nc|m+b&Z1y}$UWPCzcjuRrnH=FOJwW2G;Sr}PS86^wa8a@
zW{yk=Ab)Wxm$_fw?b%y#X6);TUw;3+7$))C*D-69yg@ss0ynpXFJ{4z^20k4J{Yo*
ze&6SZ33+FCGw*O^thoff-9k=EPJv^;pnrUDQk9T~Nag*GPrL0w3YKUpvnsm&3pD*g
z(EPIE#A)H?nRE$K$MgQyr?BarJy(r4(dtsyL99rg8NG>{ZuKDN(UD$~P7^2ssvhQl
zb-PVDn)uefOaFl9DRHVzUd8-S{F9tRz@uR4iNSLoUbllzHAC&$gQl5T=7p8YFJIoi
zVpHT{ionyma2zPBy*J*>K_a@)<uKEP<>{-(q7p}nfkxh?a}Jb^#Itjt*TvG`9K6{a
zWz&aAedqr5E#A))pq0Rbb@SD**27uR|51nk<{<-E43)TT3-fHH=#uCRBw0hmS3a+B
z)wh>!$VeJLW)IGFu2h%dMoyXqs$<=^u@v}<s!Pz;bgl^wbp_D3WRYiyagCi!&d)-p
z3s09SA3ryxb=2U%c=)>sa%J;U%-by5eKZTlleqPFhNl&hxrtQefS<9|vEJmYF#@QL
zIxlJw$T+F4Uw&0E?<h5@BO7{~!4mRE4n_H&voN8{f*-$eC`jDXRnP%;H=Uwujp)p@
z%M<aC`jX-SLG|{5!Yvn<`D-pS!dDG>>DBL9%b_aVZ>-AzcsoOkku~+R#=1Fl3wE&e
zY7r&Z`xkTbSQ;x0`B9&_%iR>`nT3Tlh5Crcs<#V^IlN0TRP!f;Rh%^FL#Gy0pD`5I
zn;#+Og>Er_79PlZ>gqWgyXj3xHcd-jn8*dzAXuwat|=5SwaYeZp(B1LzB>@Ax3h?x
z23ek?LVb70&9Mi8Cms~<G({m^-g<CkG&l=Kc7>Lqj`xl?jOyC_Km)IAeosdgS96jZ
z=nxsfm0M~`4`0-97YKrfVJPGj^I<E^j@HKfq#4V@v!5}{(fn3k+gP!UrC*V~tgCvd
zzbG-5Y&yTjX)x1QNwJa)`x1z8BpKk9BheO@m3^u0SYfPO{@eAiP*F<Q-Fl8KR!xJx
z>eI~3x(!dTZncw3b1qbEy#N;NKfsGb{|L>yRSRPYE3G{{@Is`H-YWOP3g8IlaPY!s
zo~=%IuCcTjTw0;Pz<u@t{hqp6_S1G~e+)<48NDags%~kWe2BoRsiQ{@S@LnJa@?wc
zG3w}(a87+|hqY)i82+*0wVaL~!4A8qbGa!u*O&Lh80lL6qOyLnAfUHsM6H)$@xJGZ
zjyv(p$w_<gc<j72D<}#&J)T52m1vDC$JNeWgT>GFv3*Zm)1CiTsY&^cy|G)Yu~?MP
zTd7q7v+YjD0O{;QwSPusnGK23@2XxjH8Xai{!mevv5!#0`E`I&HPL-_KQI{JGO-bz
z==_i0X|$;Ar_IQVHxEjWL^ViMu1(1+s!J`eFSVZW?Z&^z@nJ?4MP&i5GkQ#H_5pJC
z&+gfNHTQq}*ExOj6TFwGcwT9h@hkS`Y!u0*v1rPD$}K-mE8IgVa&1zs2KN!zP$-mx
zHOlZeS+*urzHTdQSRJ75tjKs}(y3!Grap}-=S>i3Hg!lo*Oy{Zt9*&1YI;Shssi*m
zMoYdP-ZmGn3$*I1{%#!ApRrxgHhNa?hDwfMR{`M$V2D<@0pc!N)j=R4#K#`yL>FSa
zc7h;F6w$F~En#EB3ucE!XY5Vc>NSoRZK-M*IMJHV56ACYQ>nXtn)Prt8-Yh%PUMFR
zVqD#h%;lF}%)Mx+z7J7T``~z~-uBEG3r2Wz<Ql*$nGMpLo>{2Zq}S)A9oO~l>WaQM
zH8R+mN*D5z@+hos#!kNO+NuzmCv+kjD!QgOTZoFyME{GAuG$Qd)OpN&Lo54R#nIfd
z&%4)Efze3ht&{LkYcy|mfUlEJLqaxBQwVX%8Uz{mWA5T0H)KF$2c7Zl!w=V)>6n<Q
z^1RFvtrm2wstn2DS!m{TGB-A<f>t(})KrzVYDUAdV}10aXO5uuTpFLq(#v*qRVRBU
zP5s1~mQ$I|z_#z=glI{@E2MTM%rGn%i^ALS2kT@kQ78wfM-^aBlipO@Xdf3i(p7uF
zVF-Dy(hIa}NK+k^3N+-Es?s(Rb!^qCx7L>XkpX2Fqtw?xQRs<<w-Ju#n|NLne9m4d
z`K;)m`l5o6E41cY)z>=XvWkPl-_`m)6p2lS8mjYe=oIBOXo$v&C^$)=GLi*!ao(PZ
zJ+rFsu2+9FiZqIX+ddxrG`P@)VQ@2i(<tX+dW34SNd_IZn>$tJ(JmY%exLWl$C*Cp
zR5mHArPNCj0a2}$1Xd5yDS^Jaq$DP@N(S(36JPuXFic_02~?U#t9;#F$_QL{$|zr4
zxP?NF0>eZPg1ajZ1H)Kn^UJho4EnyUp_<1rYt{%5X&KMU)3J1>+u0_U)Ah+?Xyll1
z<_SRn1&}QFBJ!bx+);L<h)%*FTMg-k-F8U&6^fIZE=S^BZ<K-=O9-ulH&1q0x<y0H
zB~2q~>B5v(urEY_0mDzG-oQ<n0@KFbJU4-rJ;j4DLg@-SD6PKd%iFj%HKeF8$Ipht
zmyMLy8d&Uqe!z7~e;e8N;zMyN8A&&$xBfi-EXb$YNdFJum0;l#63TP%!Rn6Eq3K@=
zn04{r(67jMuOuF2f$lA=dky({_oYk4#Wshr6`zeu(H|E#>4!71%;oo)$r)ltH7#GF
zlRsuu4}gluYSQj8+$QT#X2tHxBLf`~R!1&~8r~vZ_tr-<gA1;TxQuV9Dy*b><lN<X
z4Fj0FqFqRNq7{RQS2D6LjmHanjWxfe3QbuFc}3~SkUz=>apU7uAVy=N_0Fz-iEH4k
z^tdRRRyXbudEPdrg58f4w`W74(&(+z=&7;bnA2?YjZo!_mNlNwb{)o~hwn^hL)phP
z*2`S3wLmNr_j8IeZ=QwusK)wVPO@~-HJ$ad*?#>tO=;{J;}Bh)xaN4x*4GuAQSYno
z$(cOTY+N%>)Y3h6nEr)pi_0+(uC3DR+EKXoGjZwq@Oq5s{qphE33u^B)2!m5T1Zng
z35Lmpp@GTUVuzv#JReu=8EhzBpw{Njww-FQ#DddS<#Ai;ncKq4gVdSEHL04Cii}6e
z_T$fQ+e}Y*xk__7Il;{^RlR9^1ro(AB~4!5yjq&?ksoJ&M?`o;8QC`ASA1*rYz;x-
zGgPe}mP9r?CWq;T0X`DW;#w@p2mJln7^ub99>S$99O-60N;9xhi7iMqCQ`jsRcz^U
zrVWl69buXt`)hBIXi8&f`QE56qCt@l!K*R(?vqr=pIf8Sa^X&cyqXt?$~0s}r|7$P
zCaU%Jo^Z-C|5X>?&&wXzJE}#Ins1VKqcBrbx`ws|Cu>JSxu|MPqk;=Yo?Pzeuht~w
zF$zp7?{)7&$1z?}#)T?Z<6qss@8aKx4~3&U63I=zD5W$wLKM4|h07zy=BkVjDk?U*
zYX+V!25Js`9k^`TS=co7CQV9<@c?Nt|M-IW{-^diyfL0XwnwXdekP2zH7%`ni^G21
z`C01<%?r39KeD2wn8i-8!w==EFhnXBC}r~4zx|Wb^h>fJ3L^cWBlS7GDuP3;d0ISL
z!Rrjb#LP=S`&1iUZalvjZO(8vEc4&ZQcN|Eh(I!PL)Ky1{&Ni`sT7I%!sZtqA_d4_
z_}d0f%Pxvyh81go`JLhy2$7Kryq8{_*oI^5U>X`G`aO0paD>P$w(P3M6{a*$`h^VZ
z-MioVhI@=Gu-DzQgysyw%rSR8!(Fr%&f<@u%EQ<(I#A^|fy!JTIG(7TKF~S|1!*4M
zG=(tKI{s~wXneb9>4_M7mRZy_);QX>PPSi`(<vBZ;sYq8poqaxO8;m3PyI>fj(RW3
zp*i+l>VZTkG<d1xDw3gK&tdjI0AjLGRjok$aO4@0&!bZ2sf~vVnaE1ka_0)EM^8~~
zqG`r)KU9XPYProwrCrWQ$Nsx$IRXb>WLgGk1>(-{TY5e4UA=F+skOS-J=VJonX$e3
z?qBw;_w6F0x+(l)?zg(@R+TRn<KNXenCMdev6jYRyhta)lCa?oh_(t=-XK%QJ5^#2
zo$nQtS=9<Y>9)@snY19r-NzXb>sJ^IiX^9v2VjicQ|*c}2QYi?Ch@!yWiar(xOMNm
zxP-2~T6C&Ot~agG{|w29jc(YyY<@AyaU^B+_TjgV+5uA$s0RuJcc0ye0NIJn>wN#!
zuH{uYG)btyv4o;@>Gt$w`NIHQ@;ap308HVEM_MV`SHvo65j$aFEnC%1ye-!3bgfx(
zI}u{6pQ3D2alzvy(l>V>4>>(BOSAz1{&?7;fHa11SK?IgVY``d_0wcY_55mAr*T=$
z=au^)o6h!ci)(^!XH}~zJ&-RvRwVFuS?4_Pn94BKfhTT>8X99CtS)}2FC80?X&vI<
z2oH2!g_oT9qP|y830il}N^Z|9T&p=0mEGOsTt{?oqz)@<A0|2<)fk~pa+mfrNNg(1
z#2pt`kkP%aMa;YvvudHWimi-tv4I9<sXw3&G7CJVU(K_%GsJ42J8H<dzNU&zoq-Jq
z^AKJYRmsXL6tf|X@ea6Qy{bA4*;EZ5xmP+PX&`>RC(l=ilikw{c#0W7YV~52tx+Tr
zEhl)XucLGc!pEtB6d+koe>D6@``s>xw7c_p#By`NkTjy@t#qrRUEgC%z6xeH)k!Ry
za~<aSvi&b@=2Q(?a(1s2{#S;@-kp69-i;3Q9FAro3!7WTO)Cx*D`p{3^!c!z7hvx~
zh+IKKqUB{iTmUXLBM%4sIxoMi+ijr2ieuAfK5xMVDc(0Hf{a1~59({>oEk3j-rn!`
zj&Cati&}NHk2JV$4{~&T`b%h4<n6!x_1Y`0l)Jo@za%#`XxDn**!{tE`-q~6vVc{~
zdsehk5WlprSbqMQV|K}w=3(-fYu6hoMI8DJo{dndP^#RxJ!O_A*QlwsrZxGpCg6%a
z3{B7}HA&S|oS=LZv#$+yn*4Hvk$Kz{H;X11rDm|XO;rq)<klLeg;&?j%wJt59ZXWq
zf8qs%+Np?N6TeM0`aXHOFh-iA<2Vj)8!MV49<`QLD;7~}FpDs22d-q?eQ<&Dnw1-G
zsA7*cbfp{DM|wQGnor7zAhsB-GxxP%=P>jmVi@vXl{JB@TIhk~VV*nZG__Nb-7|so
zPr9=k3^ReQlO+eWtS0R)iZ;TTQE@&zlc<S|7OrPPS0_;-YyRpZs$u*?Qcd~A<qLs7
z^que*bTsrUu6ZwE`nn>;5-7^&s673jHzZALZ2dyNV96QPc!#PmRk^I9*-YBR@;MP+
zen&M|GhxcT<@e3ZzcN=upLKc(QK)$IN2QB6I+9Rrs<!EJ9~i1LS~?|#Y5M%;r43zJ
zG--ZaSsm#3^Ib^Ww6UAtVvP&xr17Y-%0$D!A@GH$scT*{-ER%IxpZn~Z9+=|q@RUa
zS)r{J)@!fw>u|qGJ(%pCSLer6&n@p1&Q_BMup+;BSO);`vO%yb?J3nj-gY9j1^LPP
zIHk<jHYqIJc>yKIS*I1S(^9sypR@qhC4g_dd>qk+9>$!}?aNd=k#&*XJs<y|=)mh!
z<DIthNyqWI&+DIhd1@8BW$)W<%Q}`Fj9oLw0+6%C_9aMU6W8Dx&nwC@1eEUbZ^6_H
zuZ-2J#Wq@1zF+M5_1%{GNW^IAQEsW@QStHT(zp8hCN*=NzvoQNow@eu+(93?9Jx{(
zaRzXt0^XH6TxCWtCM^q{@MLJtqH`!Sw@L?}&9r}+86yI(ZCd6U-j(|-CKX-4K2tS;
zIm*q9a||6%lxwc(Ck-6OzBT8`2Lv>q`bk7D*{qZrmD*-BQI*q_mN<)QXpRvgfAAus
zS5#r?ABQNAKkEaP%$vb;^CKrbp2{oI!!bAUX-V4G2r%9Er)|%08sTdLm5RlO41JkC
z3jrO{XA=v^raHCn7CA5Lj-@glsa6uIuihOrom`pE$K5L)w;R0S_Ir4sWZDk2LkUj2
zP!Ij^LUgF|tl$|%F|8TfL|2qctFjTSFBuAzulP-U@Prvik?Q^?wP?q62Yva)r<<yK
z8*n*xG{k4xsAE)ibTnZ8rKa3<YMzXtVU=sDVss)uU7*zTjq;-U%o?xAWr9F)HKhB`
z{;$c`*C(OE8w)FH8jkx_-Yc9&2f}Rm5!V{3adFv2tBjV}+XEUBrm!+jlI=J}Grp7=
zJTMv)_xgXBxRlbTnLsxcso>Iu@($QRr4&|Xel^v;cYU+;qi}1sqi17IRFM6<!c-Uq
z@eD|J%zPTQ=$tvSV8xV%;9PW0PlpcQx7qjs0$8cxF*gWS8&DKqSh^{IVqkT6esFvV
zYs==?VBu=q#@)nq`$VmTDxmty0msvfXA%31iE&xURxd7LSfwhG`w%Q25tYDKp@?CD
ziPO*}Af7Wq81(0%N@(KKUdgAq&qqfq)+lFWr=orPD%r`aZ%8wWqGs2M0DD}=@Igni
z?GV+#z$mfP5Ftq4izBS{rEQbSuO1kVYA#}lpNxzbzNBBZ%w&e?>E)+a6&sOZq{oR(
zKISBDPC!(`f@xMf;|!`hSJG#sZS*PZVG`vP$qXvWZ+YIB@?BtPX=A(s!3ENQrOfqJ
zNMEqTIf1!YV9uu_C_<SH8jYpzy4;c+r4IO_F<72hDDzfb!nWyC5&OEG6pNex(ZY6g
ze7Fz2D?gIdg}Sm7?-@Hxph3aN#x$m^aIK>~d6)#}I~P7n$kgDC40b5l-t^tZ!)JpW
zztP}*?YS57drv0Q!VIOq3T7C`cfVf;TE;_Uw3N%ac04_w?+mu5=6-MRTw6EhugI!v
z^*5uOa@>FE`f=@ya<RDant9gn<Ll}27HP5~JrPqmtv|^szvo{MmG)&Ae72jP&kz~A
zq%z3XXw74-?0UP{B%7S=`P@OszQnWWg}sJT9w+xvrLGEbK7pyXi=9bRrf`!FvSmBB
zlvi@PT%OyASLDd5_?1|6EHDa=1(UZYr#5Rd3MmoDieK@`S5mhs;PW9%7Rmi|9n}oh
z(U;RPEH={>h4ypOVBy1KcTu}^CBj`d*_~;>3n12JU2qduFNlZf&Gis*kc4E(<m=>k
z>t`!x2w@&ycl@F6N*XJglmalqg}~GlE=-=%PgufdxvLYE`_Bc1mHCgV6P63+YEcU=
z&hy-@6(ZG{K_S^0>GRdGJ~9*wd#ZW*5ZIO!r>ZOtI**I}AAsOqZJWK>JnwzLoIy4r
z-9+}4ZplW|tiFDC+4GPBqoa(P!x>}r%{dmfCX@lm2m^@J=>8+U49a~Won~@yl=-P~
z#c8eD7LlOh+cCYG{tHVjy_U@zxd!o7BRg`u8j$~4uJI#^nOikOzUc1r&&de$_eUp`
zavDWEXPP<m4BtvybysU{{07)woFcPhpC9lzQ$|)~-Zy1bA&c35v1t^mqy%Rr%l#v0
z%K2ViLRjOk<h=adHtj2xm5GwH<#eC2j%O9~vM?9o<`X3WewnOz&)!CLh_#7;$mz86
z&$fH*B}2NJ;j@F~R`gQTgUR-@Y4sw8yZT^<;&-g93@y_veVQKU7-1Cyms}c<W`t$T
z9wSu&v9DXy*v2c@)t33}vAH?;+{AbHmesPAPUFg#*n?reum*p~S$otP<s9?M6;)A`
zvDt9LlrwyAgaQzi)&Bu94)ZOY611EST|&{d)Fz>w+SdYaRt!f?YlMZiTsX0q&9koN
zFtk)AX`khHleS%MlYQ4RaB|duyb)?QWUtoCc8%ClR9|Z6j`B&Ax=UC%fgL5%hH%3)
z-n@aWf>H}r|Gt}g;g?N!H5K^WpzfDue&^f<rB{h-O<~k%X0@^Tb)d~h16a$v8rxx<
z7jK5ZAsw?Kmpd75?MIb=l-VDPuW(f~WrtLTp<Np6r)!u53xRh6$hXjB8tbJD7VLvG
zu1wC|J5sTo=F9dV`*xp{?~e?cPjkzs)2BgiR+_5!U+r#LV!v^T$LcyzF#x&$9jW*5
z;Joe~&|53ZVN+{~#y9vi^(|O)TO=!4L31eJ<SbvhOy-jB_tt-auZ+{gqb#<cF1B3m
zcsIk<*wYI_WuQA~F=GK<aNMtMmTTA6sWz20nKJK(Hv1X0o>9d|@n>7~sd3>?n+o~H
z=A3~+grk}8z#=Bfp^2%H0$o0TzO5fWlv}X0JA4aZJnyk#*+yPdlJgVuaJV6xcXyY|
za+c<(+_!v^;qF!x)xYF~+QH$>imvmzZroq+71u`E-b}ThG2V;0@r(|49;37zVC|}n
z)hY`U7B#Kd{L}U0)~~7iV|=WSciQ}4)6;Cd;};aM#uRk)l+dGM7-kyDx*dP`4-if}
zxvu{Dl(k+Ui17P9`G%DwpVt`;u-~p##v#AIUm5#y1-cX;678GD&my&xaQ7}}&R6Pt
zl81nua|$NN`#%7QG@Wek1(8RGZ@e>TGOh6(4~^geQP&p&wE^_!F`y6o{Of!mH?hRs
zlN)^9EXEd^+!Gd&2#!biR#pM6dTuW%U>gHlQ>h0U-Y)>Y>H%wdAcid1!J&tOV#h9G
zQri%+kOo#y5Iua|AC`3+Z>{w{?RN5gBRTCPw(NNp%4NTv=2Vmw<<&Ye;f1nF_#P&A
zYK0UNO;z8FSr0xXKsR9K+KRyvhsI-u>Ttkvx4<qfPx*Q#5``V4Iw=w|gxGM!i{HN*
z#Oc_)O(uvZ&&BlPz#&I9ZWCC&r~gJ9#kJ!fk2g-REt1A(E0~+aaW)4T0n^1~-SS~P
zYOb<k<NWp|Z}z_#&l>4>|3@MRj*K~2k%Jd>B%QOV8j<qfFzxY467JtkwlZNVC_V02
zb+<msO%P)s5@)c<_q*S(xO-*w(rX6g_unAM^NPruJ?hRH(lORm;sXRib<o}3k*yq&
zI5aC@iwU`y5z<uAv;D}seUSRe{Tb+i+s=PeeDK3kI2f0s+4*jr=urEAKtj!hT?_m&
z*Y}Ug)~*GKrnRfxN>CQ7)t;;*FS-YBmvP2|`aHfzAm~rPP)hE}Eg4hL4sGw2Do60$
z1V+{b_AG4-D^gQss9r3MmbfEf(5^0vj<rR4MlP+{)18GWCh@TlW8Z$#VZ2|C)^B7&
zJ)fdPlf&gdfF%Ss4MJe$AQlnYakAphf(v>I%UTx!2MlUrASQ6dVs51d1=MI#$m`Rj
ziXz3}k6=bCZkS+qu3vw6tAK!1Kkk{N&5E*S#hvkIZj!IAMcQVnMMV<jhl&E46d`hK
zGZ7Lm)>L4q9ITo(ecx)!=oEpYiU>U%H4V&XH7(YCwCWkka~7bYaydyC4LOhE83Wsw
znYATNH*no@saGOVWQ<kDpXL|>dbEf6v@s6CM#;?2zMmJry&n9ks1`Be#w_IR_`6J3
zJ6-Z9RMp5Cc&$4tOY)xEQx7B(MekKFz}lt6&%%EqmK*PfzoovLs&xns3u!1{8p&0M
zW_l74BM_+Om{sU80UjAesrV{<_|dDmtIsx=M1d0kL|HLKF6|4VsKXg+@q-9l3DUB9
zXm0-lEGy8&&;$`Zsdhw!z7-3XzNF*QqUnX)Ued~ehgqzLmdN`MDSUu+oVpXi2$A^k
zM)y$vrHA;mI<)eqfA784>h3-%%>)E0C<Qr*MAypGH~5XqP5?ldL71!zkCWJ5(wds<
zkQ;2tzkn1LM(VQ_ukabcl&4y-7AdeL<z5qX6TVNs=M|2n3Vyf=^FX96LHlpk`LyV{
z(fk(c|M;!S((daN<sCXN!=C%ZKM;##0cAIjos%KeMh<iZc=!J*z(XHD>fCNe-R^Nb
zB|m1YbVa@E%2|92XMAK4-X!$3GC5+7l&ID2VPSf5GXlEo;c^6@v<}#T&KRuoHWeZi
z2G_oX{2le#K#S^h5c7c_lV;A0SR1#ME~#V42YJAB5BVrt+}o$~t{Er1yQu#F3f&fl
zV6%5!K}nCD{EtlANgM${@*NUZ97w-H4<Zo=p$4vQyQ}98)se1F2mnDAxBa&4!GHS$
z=r`RhB4bdbOO~3}3Jlv81m}lULi_v(nvn~SrBqK4Bl4jt@h?MvPyBy?Dqt4SDni}T
zN{qfPc!!*PHL=IKoPnc04Rk8l?YaaZ*oori?GIQQROp2e%@Az5BrBW~L8X;&sih%q
zNDiP_%vP2-2YrKN8l0ntCZPkm<sWkc?|JkaC*}BCWEaI%Fy$80bArP8kOs6$VFf^L
z5^gZveK|ZpRw28tqy-E7$xK@C{+sb_5p1nRv{)aS_pyi3K4!^xOVx_CIY8<bv?EBr
z9}vD<J$r+R3sNBwP{;hRe!f`;%1a7J#(gXW-eiS=@=5vwh8g<z1cBtFnCh1Qa|)pX
zCYEBBdih&M#wXsaq78I?7Jj5G9`%n8)_m^l!RUlB9zRQHz^OpThs}x5ISgquL++C5
z56c%k<Ih65E5zjbW=ZWtp7L+hQx6i^vV&3}{@Zj947(O*-32sEI}`t?BLytr0s>y$
z4tX)8OA5bKV{tyr=GC*<vB*Mj0fT}hpB!i>W{-VO7*PE#`4l_Ut7l!dQXeNEgyH<`
z{dRu~aiu<mK8Oz0qYZYx{3(E8>TpED=3f*IDhzs?w&CnIOh3XjTrfx0ozE^{brYVe
zbr#u2j?=;}*uvz3Vj=2rBkfD?3A2;2lB%=xg&zm^z?sgYl;^J|>ykPc9afKRoUy08
z$Tyg>9_1$Ax1yrLySD94;IubqjIBfXy8S7nGPiDFz8g#KzB0%?))fLb22T%6>&Tml
zp51X-cpB|-FdZBtOMK&Cb)OXd^|XlR{e@+LZ6)FTN<W-){TL{)2j8#K#ao1TkViJ(
z9$WbXy2&G0fs-AC?TjZO?RcaqKzo`nJ2!Ua8PFynn!C*Zdu++daCeKwx|USX$tN$4
zp?Ct>6ckuJ{tuL0S%*op$69VA_YrKVE-Og;+F^odX?TLaYx9AA@J;%@OtS+7E}p-u
z<yOZ>xM?YvKP5tnX-y1CIqOYJvMShbJeE;O65qu67nEvEf4gC!_4iM)fZr`R9!}1>
z;n8xQ_X%GeI*cOSOxW`jp;bQth7FILAW+xz4|iEx<2%DyOyFU$n11UBPaHH|D%T%=
z%r3_&*mb!&zKw&sACSWCmC(EH$AL~-xZ&iD<dV4upX3H5?So#9lVU?uXi^m>1Tn!u
z<LMdPuf?RoHaZBbflNt!e2{$1pzwc*>?#R8K$$WG$$QeSyR`bO-c`3&!7i=(EygnV
z$c11ofo#&B6zTV>){mvZkNsIs<|6sjk;e)QKdgYHF+J>Zr%cDq*g?cn^}Egj#Ln@N
ztntXnVs5AGyQ4UG)5;X)qOK0E$Kaq=VO08%c8^D>I?Wq1Fh>;kh?C>qwG*@nKh0RZ
z^w)xR<C}=K%vL;?`m1X$N5ZQxin1N=oJ->m5gB=Mrl?ziWK-7^=AnBnoi~|b+GJ!|
zs`=V)%-*sAdL=D<0!w0N`cB%65igli>02d|--T$~xLhX|bDmP|vdP>#6tRo-tokhG
zzLwlcZ2P{jy$Z{0DmyK%D$5{`1YcW<Zu4K<;xKPz8y04le|J=U{=#LUVkv-c2OazT
zIjj=(h2+Rl3+6|P;?KoAA6wL!yUzP_==lNmC9F=6x!Ho*oll~V0?Mc(>14~zSmZ;j
z+i^rJV)II9JGrqJ=WjSR7!O<7l0})8Y;v4CQ-Zof@Dd8**jq+R^l+x~OHD{nMSwy*
z2|A{DhRK5NPk`Bz$HwXqLlu3c3q(b!Z(e^EZ%ag!r7z7P&Qi*M04jI?(uBgGf<Fvi
zSV|D39rE8rH3Q}49v4j~DQw)(>t!%F4EBC6J@pHo7BrcuQqlrVjfq8+I#2pUa{S_k
zK0D~gUT0!6879KW#UjrKh+oeBIHnIOH||m=t&_P4=@DFlA`&KXoxK_{1nU@Nv<Zg(
zJVjJg#MVU33mR#j2=*iwNkoD3z7#7TXb(p*C9Cw3$raz6Dv*heEB%<fb&1#Dgk(ML
z0CMqwRt$VN7e@UA7I-H>h*qjV5O5><!*uS4&cO!)TVFJ_E>kjeHO#JQaT_zSXBWlI
z0wwY4nkEn9-?)9C5tp~8{v$m!t`&TSI_upg!bLsG`Yuh#k}{D;x`PQX+?DViWml9#
zSFyNyFBvBRw@e5I)Ke+$aC|t80MTU&i!A^wCthG_AR?ARda812v4^u7Fo_+68@cIn
zPo4#GS(o|?L-c|X;XC!m#J`y~BNHix&oME-lk?Y~F+AjI`Ukn}_DKH#DBunS+>+BV
z2H$dkDBx);5Qg)!zH~baJQC5T1xWsoJA26Bj5WicU*5ihv;a0AG;7NlIw3pW!!8-3
z&CX(}l@)=DZX%b4oZ4a}3D`o>He_3jG=5+!YX|%?jlta?5Q#Qk?)Mk?pNA0;J@=9p
z5CvjdpGb#%Nxaxoe%!+?u$O}Ou;Auu;cKg;rGgcn3QFNiDdZ7$A3e343I3+7fF{nR
zlvjaRaFtsK;|yyTyIsh{UDWO#_R|br{+?DO{qWM8^v&L(_~f7w_$d)b1&6yQ4sMDx
zigYJrv*%be0WBs3B-w*7Ql*DFtkEd~U!I}AX<<ZANaE5^_XmnvtAC_i%Gudbcsd6X
zn0v+STB@-=RGGM7!uvN1m@z%ZVSL|)jDOP+8m}_-#TDZ$y*KJLyom>j!9kCbo}!zH
z#YwmC<|yFC`q}|*K4rQVk1BTe8bv4~Zgvb`k`!@fM`}5aieo)0%p4Z&Vk{E8zOZ#k
zC0u^72|Stnr<4IKk<?>+=G1{7@b><)ECt9ACZoll0q?!h{(;8nVUNIDzaCAq58~&w
zXi32#4|et*WnZO^S@nXWY95b!VQF=n-giZ{%S5x68JrIK`p+CPGm%`}s;aB9Qfy>;
zWstb-&nEVda)mDq#)yjRHeTV)dpC_)PWpUp6C0oviJON^blB$y3q(BX3y{%qy`scS
z4pjH&fAzJOOD`)me+TG&OJ91ZsXmO&9wdwD8=iPx|ByS3<4?0^D6->6p0GE*Wm&aK
z-UopB+ER>KrYrQ(Zen5&N4Jtp$>L~!j$0{8H<$$9_@|pt8mS<r@)ZtW5vB4p>FB@7
z5J<9q&soGIPsE2aSI9>2OF~!0QNzhc#D&Mj^T>;0V!k4;`G6~RP4Jmb^E;3G#e;Ga
zmsgTwu$_@ZlNe|QC-B1pUEN|fSz>m#;lZyJ`y=iTn%ULDH`zCfFk_$Hx?&Tj$`DbC
zS<PyUnI#Y2*RxNQN;ZGaY8uzW7KIl>bl?8MYHQapG)~jYR?VK8S6k#!bo%g3NWB|o
z4C7?bg3%Z~<2=Lwr!+pXwzhw1T2E?xdzH5}*6AdXnth}rf~tP@Qdifw=ISGtp9J@7
zogw;Kx34dw!qQ*X7AgG8gN~QFi&(__IZ&1BQWgOH*jLFZwmq&>>1fm3Rkhc|K|Y5T
z6<Kjgy#e3FgEHS7T$>COCdLkK+!U#r*Xd=tDgc+AM1{U3E(=r0I7a+Z7xfAQ>8;P+
zL$(D?J@1FqimNFkY`YfSJimI!wd<JXRX7{WwVPgkD5hKqZ(^F$m#jZ*Xez3DRK!zN
z!l)9~pEYsh$uI2;ZfRZ9*K8i(QL{y0W~S!H<`FbD(|d3_W~22$CW%~TQmQa`KAXL!
z*+y$lx%uo$fbWeXqPg8W<RNX6A38t}Y4kpVEox~PoEugfX|9k&Q|TXCe~jXEmbSW3
zHoO>|R}ARZe_Ltq<dow4=J+~evbwElR&QP?Hu{Kn4#c*=#f`7G>?06CNyc9L&^M@!
zTTmgI8HmXZu-|fB`t`QY)kyE)CYm5Dw+EYK;`jX5o)hk^hMcM+l&7y^m-X<nBA@@#
zxkZeCI$qCT`?VesuC7)c=pGZES_j4f5!6#Tv#mB0os=wp`K)cNCedtO`~GyXLg=fI
zUu8mPW{&Ne$2V){mov<&upHf34<|M=FzAByTz%G{no_n?#=>F6#HJk~VKgdYS{86!
zmwkc}(o&82b)T-xSo_)p{wB{u?W*rhW+9&R)GXcZo@PR$pyh0K##l)4CkEgA1m7{X
zKpK7dv9iz^&mEUapT?HU8cFR>m=fv5S1N+L@8SrbS4lH@_r2BFPFd6J)OVeGZMZgC
zUViwKvhcuxpmvvYl>kG_bcIGus4K_*Jr}O3rRUG2xXMt+soBd*u2ev31y@_;CsptW
zoBq0rBB?+~tb!u{aXc5^AM6QHPiB>-%EZxD5h;2n;{|xu`b)$hnZer>9YR7*-xMd2
z53p|M-LrMX(PhyejBOQkJaS8xlbE=)Ie#-bD3U=^Ng)>wUkWa4L%j@M`W1D0btH5X
zB+A!lGjpPSA7NyRa+}LsX}irg!ugtc@WR72l`l-w;(Tf2W6}>TbtjGILG4~jBQ|rl
z#wHhK4u`1uz_w{;d57j{y;re$aW77qUUh4>rMLVtd+RI_8;z28x!3gZAKR(j;-8Rn
zI<)?s_dF13UwnX8NnDrIv^~fxd+7U&6weF4(>Hu)n&YD(Nb!}}pk>9lLhYEBx9rR7
zs~0>jDA5jA!yAxw?<Ba=PNR1Uk^M3kBLy?7Dg)B%UO348b(!KPF3T4T5TFm1BinZ6
zw<101>*M5d{i9uF7v}lr0?&j~>a&;EcZwoCh)?miXj1B#I)N%#Q_dNOk(h`BI#qyG
zYzW2vq;xB@$8M6)$-=tB#l<yxe|~Fdd}0u1P+M>6>eGzgpSLBh&l=oI9L8>#?3>%D
z;M;&Hu1S)qlqba|`uoGcX}1pwS%=|`X)(BynjF0;3`4<aV=&4R2fP2n(Df<!!CCNu
zNMH=J$I62L!${h#+vwvmJ?FPVa8?Od5gx@yZdt6s-`0cl>S9v>0C(Dq){N%nReB5W
z$lZhI3lt0$ZBGB)-e+BmHA2kaF1DtvmcRzE_B9M%B8!<ECQeR0$af$4AAtNd+-+1w
zg080eU-z#Mer1P*Ox!<Zz8&4iA_?X1a-+ixzg<L)e8j#VQl^w4U?iXKCd_E-TtGLg
zcBL6MSt**aenvN|7W?-7TAFG5sp=y7v35>zy%_(^fvgIiw%#@P+6{dfkcp1877m?N
ztsTdD{%%)h>d};elD(jEx6^I-Kfuca^c*SY`rm(m;+eqMd*XMDGS+!LC=eZSm%8;W
z`t=c>u=2Www@}Hn?m@XR;*}Uhg2wmvc7kNY!#rZ1Wxk2@v4?Srhz4yc`wGR;Fl-DU
zz+e_-iajnx?b@0Cjv<cLQEI~*(K)kcpf8SkaVd;!;fs&AmoBHlHy{`h>hla}NV#+|
zuL3!~XG%ZFoj<IFZ@>>X;4gkMU9QOGF{^w-bg`tSv>$!mcg*V+chpy#)T@}cm;aFc
z@~TYUp+pcpeET@S*k{M;9E|RgxA~#u2&rD5c0fANW|n*?8T|Fk5Jz9xr`~v_)MfNu
z;@)<uX`O6)uELP`T00rRO(9{o#kkG!_F&AmYPO@bycXTp!&T$kHe2SM@hoFb*j}x1
zUg*k@_K|)-qiZG=xtGrQRZfnHL_g8<8)CKhug@Ou#7Rl@!r6fhkEj`~@Ar3Q6+8!_
zS4yAvPtImhM`atr1g5;|MZB>^AFI<cz^QJJ9~}*fs;j>{K-0mNE8=o-ww@zWFy5I{
zeZ8kfubS&VeEQy1qRZ+n?h=w&KaA?ZH%9?T6NuAOhC#+Yv(wtF4(vHW)vxRejOsN)
zMyj8w(!+`!!35Tk)~qD)M5A=N8cNpc%cLg3Pv8D_{*|5Th?vSGbSOMqX*+Z^Mkc8*
z=r}r7N;#TPW(KYO%#O8lF;EkTnECZpgHr-k&b-!3R?Rl{)8uD}sDmYfZe($x(wJI}
z;)UZUgN<@tZ|`!(`A?iQHHth+c)yDsN~T7&uEVOzk+(?#Pb>kSCaMK(>yIi8(vi*b
z9<EmvQV@Cb=%|5AZifT7=e}3F7{w3DSJ&t#fpl^7nl9{l@l{hu>g9O;JNv+amIvcn
z6NeCSPkq*{D4pr`T5pk|1;;=-&Y+S?JbN5ts7d&s0WG(275lO=3+)@KiwkwV;B%`o
zr3*|#*l0P1Iv1&6mENcYS1b*HEUbV@>>SCH*i(RdTQHrK>Z@2Oy}lM<8L1CGX~@>!
zx19cy3-2&nd8zMTsH9iQm#nEs$?EZH@8)$ylb3J3_GQwGho2^iQd5_)0rMRfaf$Pb
z62)8tKD>$p*Od!pMsN(ZfUd!RM5esWGM{*94fNggmq!x}gfX*SGnzBB6AT08xvN~#
zi{&d8VzJal7z$POz@!rY0rDBqJ1t_QtKOxc!LpFmLbXcil|kiP<8$l71buCd(Mj9t
zHi6RLm2Ub}=oZhpueAy~%s6ug0B+o^0K*Q_&5@19aa&6j@sVUZV*etMbr&Bad8yRq
zS$MW%!)RBcYyE_$fajY+1zMGGg7DG(U?MvZzn%g@nVMu>o7b)TUfj29X0vP4MWd*#
z<CrU2-3WE7kV9bt-u7kodB?-XW1r_;L}I{Xf*@0Rnfi013LK1y&3PZXBYKha&*tvi
z9mm+SfSTDy_PCil55q^2+3h{rJC6e&+Jc{-B&_eZY%HpH5}uV@+14%S6T|Euxypt0
zZ3IlrG(@uN&0hNmowVp>E?kPV8JA|OB{IwL7{f9s%9+w6tsrS+T5xgFaBAuTZ0Y^P
z%qKcDgLxCt;`Khkqf%%+&G%NLFd@GZw$Ax7{Thmts!$w=cB~<uo#pDU*pl6exlV;;
zvAj{C86Rs#vVGKN%`TU|S&#jcq)0!Y`t7Ob*owm4d-`OaGeQZ{ge#}53gW}-2WXjI
zTmFy@R18$ESoxjh^xdAf)LgW4`0?+np9aWH8KuoOloHdg{{Y`txN&@Q{FN$S8VqP3
z6?uNa;n!v)e{0`l$99+W#Yd!Ry6u}*XQ{Aj{=5t7^#UX+5!sm_9{9CoPE>V%J3G0>
z@S^uiofP}32eTulRk7sazc&Gf)#C4KynQ~YT;j#8*UY^5q~3775~)$|T;%!SSdLy|
zRoGwihNw=Baxb(f0*qj?AIB5k|Bd&e{hw)WG%$p;QfRL#a7e3KV;x;y%K2JvuB@fK
zIO_iZ1ws10xrgfQ@6<4rsaE>;P>|^`RHKL|!CbxNuD9l`{{Z?gplmPdEAPovTvbBF
zO$8F0p{8+`U#W7U<yA#U(@i;4!(_Wql2+;hdX%6z#!!fY+7unReBP1ggnb%EE(IlD
zD#5EH+R3T}JF__izaXGBNyr&)&k3!K;V6KP*^s@qhv?6=4XJuQY!>Hlf7{nnh?v4W
zWdO?Jm7jGnX|gitLlP`sW<jx~-NYR>9<V2H%X|?c<Pw(%GdMVsbG&vP^W@@V_vvRY
zKMre#zUBUs*AMezn#lI8({_DHNoN`<%aUoS?{q9&X&9)u9aBJ7wA0kIRJQ0NsE`2y
zPmTGT@b}IRPTS~ioW{|wY0GWOxLc^Je>c<jdS|PRJJmv)uEln_CAW<`54wc9S|trQ
zQle6!$Fccw_>5QRE?;Ra4F3QsDerITEjMS=RJU=howlZ>izNd#>Q~>loh@)ES*NCJ
zskZBaLXt=+kOg(~BY8?gMm*V5<`O4S@`ZZoo0u199kCM<?xwtv)MjnP{;Hsfg>sGq
z02|ehdOh1a3AAsUwhz-9-?;6B8{5qkfrp%l+B7VJ63e<xK~c<otb=LPg=ph;jLiKa
z$0$)T#7tpGYr~b*`rngU-&twBIjpr7oVw}VLwVBoE1s9U-E{kv?&<5LUA0SE?X{He
zmP^#`y3;PWzeuh>h?N{`QtK^Ytg0BR)%vSaYPz~)t*UyhOMJRtY8h?SB~G@>_d2Sl
zTSJ8@Q;9;7l_&zKB6wQMQdMg`U#hizV=1Sr)mo1EsVb?E;+;i3MfT@aba{r|Qc$I(
zrz(`%93d)DNK%BW9U}N?_#5T7I5|D0`H!nLF1Vt&>NhXxYKKo&*eNJ!nY3yPrHQ2!
z+;r{Uq2;)%V%=EzhJ?8ZNB|RipSYmx$hH>^(2{98Sj{8VcGZe*9U1z})lo#sbc?<T
zZZ>hK91{W%2wZ@a2LRc&%yxsfd%oh?p2(fKc?!ijtDT%Qy};r!9V>B^+cu4ztli?G
zft~i!v4ABq26AQ9GN-_iLzh_o9N&_jeO*5{`98n*I=+5XD*X<VbNu^DbcPG?3*z2x
z0l!T8y&j}}A!K^j@h~=T_a@PDX+J*y0CZX(N<AN*{H*DnOY?yL0O|2h^Iw+EeIn<l
z)e0z{Tzo=u(u0$n;MQEZwO3bM?YedAK%%X=e7UZEp6_6^UmE$NNYyh6akSjSN>fZW
z32ZCVN{WXXXvv?XpLxvW@3_E^wD|*!Z1yvIn)0`{oX&Y-H1>RRwy~nXa^bR#4x$G2
zqdZK=6=a;0>ZE3h7z7MaHcgW4G(90@Hczm<r+Ot$Y~_oIvs~9aG{w|gjDQhxjb>Z6
zkW1MK!MRRJRxaWeL95i~8<4~@N)a(CKnk;nIXg%h@?s7*#Kyqmek!ReD(&uvsOlc2
zbRXksMIAr_2T&hE!3Sj}Nt2z)<2~faw|~0#Duv)P`B3IQhy2XH>G~g+e@U%>Iv(|9
zzeDA{UsKfjJu-UFOo8+z@g4mh{{Y4Nn?F7IV5I*5bB$s7UsuX{KbZbQUHM<h6-o=n
z;%P%Zf$QszpQtB_+uvya07GW&*neUxC++nLpRAGZs)JqUNjCbadXt}7ICj0DleI%Y
z0N(o93n!!ZqR;N@U~NMA{m>d(U%9(g9D6BvA8QP^XAtsND?Ik>SF)R%)je3QJyJs_
zG0)k4OK|=R_-On<d3DNuQdxO<%nco@ulFlOMd9S!tW+9tRL%>H)}p<zU8uX->QJPn
zp}^|RGp`2$N>;jZ+iZB_pW4GobL*PgvzVG%rTY?Z&s)<=Y1B$#n$=TVEfhAYV)>_W
z_E7kyqhYd|S1OWQWH`R3l<L*y0Am^R+~WcUA_l|2_S-wt{IBL_t)TqZN^<jEYHMdx
ziTuk?X)FEege`>>JfEDl+v-^AX?;m?CC}>AA!Dc>FAOaETG^bFy3!v~k(U=Fc;(ye
z#^x8!lX|*oky8;ecB`UQ0J#wj&#R1NFiVSVyI|VB&+RRaJk0g8WfCdG985d_uO>p<
z@hibcxN@^Z*L1(CM!i|FmfR-rEtO0nY!9J69ljCoeEGU+x*CmAjU2|5rnOZ&S}YH0
zB-bM5<zs0K2CkNN84UcAi-Mx94k)c545=w`NUrCPBej3QmagUIsM8$6H*2-m`a@M>
zzf$S;tra%Pn?qC-b<M7Zvf+QEeKi!9<RhiUxY=oLHnxZ$@ejjy#U`@&Ouy?2E1rt2
z)Gppzwb0!(?xDKebk$v~+TE#qC2Un%?h9$>8Lx3EOY}%vDRZp>NO{ydaQKq=sk3}g
z)ag{-v{=wh>6WgErd7V_`N9`db$XDz>y9ejLY9!GsHsIlMG-HlhSs-H={7};MD~F0
z{{Rvk8oJq=rlw6)PDnM9aFX!CQviX0@`{mJBY+%--a$kJ#Q-t}3fL`O`ZdFPHj!rD
z*NOD6iI_#xDHiT_g2CilxcluTNOB5hO3!G!TUiqeb&wR~n!X}x36qgXM0F0n_@3vl
zG&JM-Ph9KQ?^<@Lbgop}5o6N!rm7sFeY(0;JnfdrZmE0GsA;E@*7A~ELKL8)l#VnM
z><oe6b`jeo$$~_F*yA&)(Uod#RW@qMOVup@0Pd@;{K6A5khc1YI>6m2bFNUK>7?U~
zN&0u`om*8cIK#;>rrtu^P$0yVm^mQ9%z@kkI}$!FG9dwL6&%JfsgyFp+C8IoND8MZ
zN_9mR$)uR5VvvO~#Jk2R3IZYp409dLcioq)iDoY=p5nV@h}9-Ul)0v)r=&>D6RN5$
z3iegYw<T(li>{(g!B9yvtf|OAGKUe9fxi2b+rZvqbNu2D4q`?<pycj-vn2SK5;4L0
zz}|aC;GOZYA7FS!e?vXzZ)_hQeEzl7k5dw7bFuFN59tI!AdbXA?hes`7!wc#W;c_$
z8=36`giOKxb2&TU?J>9~X(aX}Zg4Y!?oRWb#v`a^N8L(tJ+TDhJQETGK|Q7h42a=x
z6Vn6?e{0+ck=SGifG5FZk|0U$2bmay`jCC#_&hD3PQaOrj_2A2Nk3wD;Yx~343W9S
zWaBv<j@_}g{4V1?<V5YfkI?sl5N2b50AfsHV1xD>V=}MQe!wTpcO;V%WDmSf+vY@V
z!jw!$Zyx=l>;N$y<Lu1#9jATfXME$ok8>x8F+S(_@gRweM2`5_@fQC8XfZMYkS88M
z+#j%+%9Ko`%;Z53WNk2+B#4a27{LG@8S$Nucm^Qg4#dbXMq)cc8O8@-AZ?xJVecX_
zkERP4GvhJ;0DPI>q-SH?4iutbnH&EAaPSYf`)*8<M*)CDNX{YzkJukL8$g2-#69;U
zp7GiwK+H%0f+q<wNzV~RBoW-i5PP1}CutjrGq(y-8P46d-T*!E2NRHIF(7cycoKZ>
z2|cEJ<cvr=?UHaKB6k8t(~?KuV;<egz|3TfOnvso`7wx@?>s3)cFy=FM{(b5Z}xz2
zXNCxz?-DzMnApUf$%6tva%1%au^Wk!HXq0i!)^#2y|<D5{m-@|ImzKl41UwGiQmA8
z&Q9h82q%Y#$TA0fk^4aYKuPd34~fXm0i3{$_U(c;#6Tm5Bte`L{{S1ep64;uv5;rm
zg(>7_2J^HKWSq|PlOsKe##l*Gf>M&Ar9w~)l_-z|0DF^wB}Dx>JV16cxrq=+R{74}
z`{qEI<7a4nKG;FjH!y_LFc!KLzx*J!339dGxJYe~2x&y&VNSwJXi}7`)vA)4MOdD?
z*P#o!RHZ#l^$@bPB&nJP)Iz#Sa=Miy6v|d%NoBq@CBn9%<yQT5QvFBYUt5YBCUBG_
zY#TxVLKCu5kS1iC-l^0JzT6bFbtZ<Jsj4>42}vL+<p?9K=;|094fLZb3R1C&0uNv^
zKfLBZ?U)`1bHbGSVD`X)jer=5$Cx{m&j#7gnTf>jk&=6D{qT4qXJgnz<ZqY*5=PN8
zfV|J``iL9t?g`p>QldD>+IH|nc*b|Zj~M{)fS7}U-?$S8zy@X_JjTO=5rg+R0yEw_
z`ICXT5h`*cef9wRVm8>o+?<{irhlF?U}Zxi?E^Uycb*<{V{a3We4fNi9ps)N?c2v-
ze{W(SlfKyEB&$2)+ik{n?~{>%fgCAD!Z)939swCl@At+w93ArzJY#tyxbjBiM8wRM
zAf131nco@42JsQG@4Rpr0Ga!U`-GjdGmJ^hWMN8TKqu`Jzqfw_6FuV-Jv`72gP}B0
zAtaq8rpduMHfk>YS^M$KFmOP~oafwR`1@}LPQad^Xb<=aqQCW0(|`KLqT?O7jAEkO
zbVR?EHvz{2fc>Fe)95ZxHQ9Y+0DtW4aOxTV0P!)db?d?gx7J(#0K&aNksYq}o_B-4
zVfUHEB6_26b2**HF*(fl@xC&hca3qZkN*G#dW+lt0Am$@pzLP`Ov&RECwvayr}qxS
zVU+%)<OKY}{{W(2uq%x&uirh#{@$4Wka0|y?qXs)<L!wUgYA>B;Em^R5;KfoNAv02
zcicG{J@d32<cxta`%J)@B92JR$?b^!;BIpn-_IVZ!$#-r01fZ~%m|+%2Y4a~;T#hN
zGuv$BW_w4r=Xl}ZVn>{b@B3{eVo2DDjud{|8OMP=$m}r@f(Y0tPJ16Gz!;yn1exC%
z*ofgo3G=WR&LeHeImXePnBfdY<Mf~9-y?q8li|m{V4OjM1~c{;$s>g*o$~|C?;8>^
z5C#q;!1KZ6>_kZWAN#RBakmR`{vHXF11Bc~_dTbFk+}oN@Ie^BG2{?1XT0#G9v}lJ
z7{_lUV93~K><0)BefJaYd<YTbl6%ZY3=N1K#!q51`gxJIWGD^@J7gc{`$i@po#2kc
zg(wCI{Ugo{2$8&FB1iJ#9e_ER{Uk<rnc8RCHp}e?C%GN77(V#SkUI(7#OHmcLCnY-
zh}`)ZC%EBCiv*v4(0f1t=LP`;_Xc=J9$@FN?d<@VgVTc&b_P#;3>k=@5Mu}L196iA
zQ7SPzV_`kde4Vj9qErbG6ry~OJ|O$|9zgflc`yLUAE?0w3I70!4{%N(;1Q6#W_O<5
z_M8~N$N0>#1dL9?Hje;j!5RHF94Sm-ZM;Ae{m1Sj5K40~lr{rkCVPJ_{lxf=+2I2|
zVmkl{`(#h+>`uf3a6h_xlLTYDd+s-!1t`GWcsSS(u?9VlXqnjX`*s^0_MM|7{rm0X
zBp4urnIa^J5KplOVZK1ePYORx<mW$ZVsK~QFnCgf9x*-pc>Rp#djdem26yr?Aa}tq
zL<t1;AmC##!n}^#!f_@%=lS-S6T-&uBij)(w2W?hNXg+!J9mOT$9;!?eTG5r93Sib
zcFg-`AQC&rf*|L#OpntujLsxPnG=o)2Y%SzMmCYQz;BRX%z?s`M0h?(I6nB#j`17L
zKv_F)xC1aZ9tZ^g0A@*$WW>Y$!B%zy$G%L1+A-QPpvn7p#LVZm$2i>Mv~Z<A9y@>8
z`VJOju*ZMgobC1pv;t;0Kil8lJb00qowzU~B$Fq}@K5ibB+d>vQk;Vx@g7W{5#B~l
z`OYJN5s&pBdHz^488O2B$jR-T_s$79@dghLNFDRA{#otV=1ws`+2Kk%`;6m0<2{bY
z86R#C1kOk4Gq~@z+n(Q1kpqJm6FxtfCMJ7kM%&_eV09`6bN%_oVrC=8V{yWid4MFH
z_S|M9{{RnT*k`~TR@?2>w>Q&GK~A^bR{a2kG?|XKT*6yGKieb;`b4PooR-m~UVWdR
zyu2+|)Bv?D;*?Z8hz1)%!h>N$Ww?^O{VlA(;;!SXDX3}HY|_-}p``$&+VX+(Pnd-%
z9YClR3I4g#r$8V!mby}SQmYd~VA1Ff+?0#8?4&8GCg8BbiRua=Ng*&mKC9^}Pyn?~
z4^cRU=TKZPZiQ93(!xx!O4Ol-hCn?Vt#OZ0(xo5a5CTB6DN1olacWxDvQ)LLM6E=U
zdX%FisFRXRnf@YR@c}=1?cxAC5$CYqB~gwZeEzCaCt)HCfHw#2ymp-A$i#?b9ANg_
zGm>Wm0|#<sZSJN!k^Dm+w{UZqfMa0>44KIKh>tQ(@&pd?Keu^2DMZEu%wule@?tR?
z?>;~bMmLDu6Fvq+M)GoFw`6zBYz9ulcpzd-ozK5x!P;XvAYxCQf%DtiPW&lT>FOV(
zbq~_K;}0Q0NpYpA3IsvHOb{eV1yEoEzZ(wC%qo^j7`w7+8W28dl!QK!DNj?4;SP{G
zl&C0C&+%e)tc|>6_mXqD*bm!nq=Fnw;|DV_KV$8%JME0{rFt>9tXi6s1e$90OiOA2
zywM>lJxDO?Dg>kzV>=$>2E20ZL#gXK@;CWfr9lzW2c-DlWf*oa04o{eS<}=%O7dT)
zea0R_flG}jwy;6!=_E!l2_M3t0EpjVS^0%h$U`@VMN5B5O<O4ms7L`R>T$dw=p9N?
z9Sb=G6Ff$|vBzBJyN13!+%%<NRg_hf4wh>ecAe4vmrz9al&GGSgVZvGDLD{E+)<dB
z8)SFb2_0RqF$72?`*G;jpRwv%KoV(g43x^5aDQ6K`V>NtqL-RlM@Z^VNGD}+g5EiJ
zWp7zuCTIN4sbhQyYM==x3Rg>myn2(K84nK~J>7op`c|yZ_?*f8qwf)nMmTc=yy9dD
z0Kkw0$(j8`j>C$Y${NdirHa~jshtt@I+B?fGKD}(fXZ@$pe6*&8ebo;p9dQOi7*Fw
z`at4oMr8j0jO1W%w|R&#L4y;(KH`0ZV{AubiS4-BAp@EFdD|d(-bsKX7?N-vz~G59
zpC`Tyf!-qmcb*icVoB~GeLj0n?~o^9DLsQd<F+O|Z@w{*Hw5>RNsxCkA_n3zWQf7a
zV8JG02M4~w0gtfAB5{p`;w1a2LGOc%&+9mo+rCD?ZGcAER>K(}M%f^r<pKow;66L%
z21lQKXYGjt5_n#FdCcrQ?J3_mh%>n1N^*Al$8DgD4D50;NbR`bIDvr#?cW2i&x0L=
z$%B>s#7QSR0iNOq+~oK&UwjEM6XSCRBoEVnVH_z-Z?;FB_9S=O44EX5J8=*NL;*5!
z02x-mLO_yc5Ac#q0XUn+pVQZ^Rd=GW>HB>}&g*e_GfPQMkfkku+FI61P|Ho_ZoJ}<
z(`ZRrlm{I><d4GDi$f-s{{XC;rqmj_r&Ci-+En9~t1^N>LRn=&D66Y&eM&VCprHx?
zvVcNdI`;nBRlBq1Ahe>w=1FwSW)RIzL3->!M4+L-M|HD6IAHFT4c!h@NV=u$hbFe|
zNlTf)k(ywWRLlV7^1xtjj{y<@fMr$0q5@P&uAnC}WF7GGXDWUcHK#DCnY><I{)p-7
zmRo*~uCka^*IZDwDIrwW@cS;b*hmfsYJ*923P5ctN`i-~seTc8MWrm)8>RT(Z=%~l
zSzS|Aa=I>xnS@fX<wD)`t!Sb`8fhsCU(A=<2th9eHW$aS+hrgC5&#3~NCW@?00A2a
zfCt<GBaa{aZ*xk`pgAvo)1vIvKCIUC>9bkwj4Up>$_JihH=3s#L+v|FNAd;gWmT*w
zdXEIt{{WnXDXv0WYg<R!70kjSI#JXcSvdq7Ai@Yvftockr3F@5>L6F^_9y|?a;cUg
zSR#fZNT>A+yHm35YicQXj+vt(vsUL-M>052t11N@!V$T|TP6okN}5Cj%zT)oG0tq5
zd|~h*b*8<1O7jlmLr!TZDmitjKQ5&xDOEiJb)JYt8w(vHspM0o2zh-CmtO02Z8oPA
zf!K*M2e|+p#DNp+4n%@XP9r>${4;d#%<67u>Y{=Tvc+N3?5rt0E++e3S8=F8Pgqb}
zYtz)LZNS%0Lfk=LQAkf+mdGc*&|`7@_8aHHB6zXw&2&w)C+*WYjx1xM8Yp9!PGLAP
zNpKS!awa!sx?*7w5fcdHbC3(Z&q!k1EtD}ppu3l=5DFLoD7Z3s01f~KOuzxi15GNN
zN!WlVc!FX~&NGa}5gns7E!3?${a<tS;1L~AaU&&3Q7|$L@uoSm&b<rCBw5|pmnSIO
z)D_93wkDFCR6drIO3U??wM_b<&yt{V<Tp^|I$x<ivjLhXid-qoG>*H`y7t<ezK+zE
zZAU;#P`B+h)b)OYs|s;6^^G>+dWNVW3R0;m+hVD-gX*-1DdSlw4<?*?63RzBEL)Qt
zjpPNozNV?uKW1_f#_wmmRRBmO-T~eLE(AbvmKEzWxlx&2ATH7ZnMS~=J8~4o-YAM$
z-@ueWz&OSP2Y`iaCf;pu0-(r*s|Pro#LWKyWSJ&lWN|tU{rhD5=NoT>B!RphEWP`f
z$9xmFh(2N>H|@maKH>n#P!Kv!L`d#4xRD2Q9VR1-Sf|i_Kac9Fs@&X>=3S?i`rf+z
zd7`hcx7OI|?2e+?7;>qFzgugpL&<KcqLHT(mD`I;NvLg5vQi3@2X6Dzp1Nn5x?<O-
z>^8gY8<e-!FBKIxhAr$ODXsT9G&IU6t~KRlX5s27OZ0+6Pys5(jf#n1QHdlN8JWgl
z_UuLibBTkInd}D9Gad4FG3}g)ImZ@9aB=HOHkMH}1>zu3AcCd>Wg>_WMLhsS0Nubi
z4KtkQY<7)v$64=eX3iRx1^JgU>7AlSbB8BMMaoAb^@>xO67mxi1i(`ULw6$5I$G(i
zwI#Dl*+oC*S7pB4GOFBLG{_Xxuhzcf&NkETA-3tMUvWVUy0vrwgegW1H^kP9yL>Zp
z;e5~L3hkF2BSUq!P~7VD)m>FhZMAm?y$VN-J;L8=`GWi9G_0YAioIu&<KC4jA9bvg
zmD<LOL2J!Ft1cAP6_j?jYsF1H8EfWL-F>dU*Zn|!)>>1on&9X|t~QmFlocjqdE@bY
z_@dDI<KcO}UD++ymTouwd8TSZmsjkxYNq^`<}O4U8avH>by8noDF6yzL6tb$&%DVD
zCHuv-9Wyz!OF{t_XI2VP`xGUXOr`BnZlje7^yFAnD5P{*l&Yp6QwIJ3NU!)Yxx%#B
zl3Omm=PqeqR=ncl?ltYG^Sf}0PMo#3$l?g5Zi)s61$8zjZm~sDfTmC>%z-ksUO5f%
ze@%0@R#9?WnikrY-E-&entj@9TbEW}4f+eKHv8QJ)nSf`M6>hs><ULqX>Zq4$XjX8
zHEy@P^8)0nj<T***5KtLE$8PcD5=}|G%3X<ofOoJQ_%*B-*}WEpcbbVRtZr&e5-Qy
z&vev!^F`^~9nPZ9chp+1PuMM&YGu5K?bY|Ytu3mSxwTU~!@+c})rV49b*D*B^=>q^
zbq}E(H>3HF$(;eKbq6weyg8q3(%OFQsa+LXHLGQ96}H1eQ*^jfHC~-VS66hZtEZ)L
z4cA=WE;O&}T|@7@{XyK@N!bm*WXd&h7cS9R8Dak8WbQpuO{`H>Bru$d7H4R<c7`Yj
zIx_=qlnOyu-~c$j$RKv%w;Mv@R@#J^nX@cH_S1(o*Ba8^iWJ$qksuNxa%qx>U)7Oa
zK=xxtpqQv9SX+@z;r3U<r@}`e`IB(h*IWMpFEou!#*wQ5rTNW0Y`D=PqTs9Ao~!(-
zwU=lL)M*(-N`*RHeJYakPD_jC@8W&QeHF>AQ_DMcl+t=@OH^Fh)}rW*F=V5$(Oj6J
zR+D<wRH|wUdU|r=QFE<C2K`2*O{q#92aS=*PmK;;>iUMM^dB+qdK**R5Y;m5H!F>1
zo2;yKAgwgCRjk!BO>zZc)lt$@*1cBqYV|%%x06)OEdKzBj#^$h{Yh)9z3N-1^p?OY
zQ){_iDrzq@^$paPL)3MTRJ!F_TI;7zLyWkkGGwWjqtiZib31t0yH#N3{{WqwX>EcF
zw^A}xBvdm^_@l9GsYr7uD>5sQD!-5_=>UOLAONN&uXhFi0BTKoIL_?03e1CjalKWW
zme)&mke;-QruTz8g>_MWR^*UH%JC?z40P0T1W^?Pqk<euTxH25PwR|K`|c0hW8ZKB
zU<}NR5ttG7A}}Ys1HL+Y@P+WNS4qvw$NQ^kO*^V|%@&QiF5JasGZ))a_n*ydh^Bqo
zI;wTDg)?nc$!S$n1O*iY1t}zrtMTQ?{$E-7XQi&%2SRAwC4E-Ax6oA7>DvXXPYRno
zMUwowrs_W{rKWB4F;>mJ{({qvz*^e|6gccM?S9*HcSc%~fN4;Z1OYjAE*q@HH5?|Q
zrA)w63W8z*0IKK)Ovc?Ya#Lec!TKcLQyT%gHu$XUJX~e4q=#*6J#O?S9U&Uwn|0Pr
za*$diWd+!sx=IL&rAt#3R3Hw<<Uhs_AgDQ2%Y7qu)(=~?Hkr`6V!?B?D@|&5dTVTU
zT1#zGnXRO=R9hWF+@({Y&z(qLScBF`<D9z5y9LXb+``rthSavTPP5dyf|>V`(6;Gr
z_j=2M5YtOa4Krj^b@VME;1$y9r71!%+Z~FE!$_KTA#bmz=4zAxdZFcD0(0rK6iQiP
zB&8EQOLa?H_5QKdu0E%27S%Z036xgU^r^QWBL#+}C1_wt^%g=@`T7&m$5*X+wKjPN
zXiH4X#ki7H%-ERDQ+naLi6jPccOq8AMWb_p1yhIstaXe805155nz8M%`cG{OZT4k}
zWnIy>vpB7vkcmY)fsT@B_3@I7Z4{c4i$0f<K}CV9a52is1}L3ViTeV9NK*RKmp>02
z$mhP9yj^*Bc+xh?D}C8^H||=3=U+}2R^2OARgBUm(P_Lq)2uaBMm<+qK|Z?F&_p!(
z^FK8CTd%$xd4+1S>I(Z~TBe4Y)2uAlT|ZY*T}qHHHGh`ZF!gl}3*Nmw!qoXGevCrd
z1wlbvdY9o3;`>5!2SVTUUb3)i+nBiO+PzIjSEgxfwTW#NmTN7k%4gcTUhL`%O6=)z
z3T<wsNp~=zogeXK&pQ`C`I~RnT5{KTwAwA2M%kumsqc-@w{Ue-S4-{D+J_sr)>qS^
zE-vz<Hk8#mxM-CS2m;$1BY(KR<)bAckqaQHIR<Y9vOo%lWRGB8+qN;)6-;GHs%J|W
z-T?xX00%C*ZI4E{-$vUq?6hwO%6dR3@+9-HWR`d*W}v)$G719^QAHMHW|B=6Xypfc
z;BL%8MNV@FQEG3CuZWFfr*2wHQS&0I;bFW`R9h~TDAW2%g;lf_O_r)@pRTu9DJ~0b
z=9H$~A2rmZETo>59z5R@_C8FBKep#GPuqSs-y(h-weQ3wW}&0d^*VBdX_jrTU23%@
zeSHloKQ>)+bVz91?RRJ0TZZ3Or6e#CgtaAdpg1}0@aeC99;<ZqCby~6mFd*%-5#{n
zX{!5$bt{6<x+d#ec-$>knuc6KxY8*pG~_8O2dEUN43athl@BhZs}N`?xrIm86^4#%
z*^0`a)j`*4q79Kqhf~zR7Rj=wU>o0>6{~KGb8mOWlG|)|s(VAb?1n`4Ydh}fm6f;{
zHAmXx59*DiC7!!o2EN-dm~JJy+t<uwzru)xb|8EPd^3wL$_*D)`H#tTes}#a)&9TC
ze6UHZ`G3z%v!~RT!ahgR>A^rp(msDq3CN7>cF7w|P6qOE0&yOl{{Y7`;$QNQ$v@pj
zu-nBTqv`&SX#W74H07U{E&gZyAN<gg-_z>+=c_+oUs#dm7$Z2_J@Pxi_Z|W7;Bk*^
z;@G_{&u#rMxjvA3>a2|${qd5J^+KWRp0q#T6cP1*SnZpBNxu4jkkms3&dv0v+Sb7~
zrTd@$;u|ad%>97UeJiK_%i6Zrwv~VEFJzbg%t$`=pR+wiQ~R<@uyQ`o`lKE8H%{9P
zvLyHuB}PCvkr<KNk6(Ngb9Y1XW1DwPO|R}Q+N?J%4|UVXuWH|Lx+#j<tInOdu(ea$
zDXOaa7Tu<yr8wO?fgYerhf3#;hI|%sXOtR~;oC*(Jx9xp4XQ8qdYxJMt<z9xYc=ZN
zRY|LFmg+`+X5~dx<7sAsj*zyNRNqQfAO#sb#rV3@I&(*SMDrs~={s!=p22Ua)9a$P
zTWQ;*prKWEk+58An5L#_DQ$+u#;U4YZ2<@+K?z8K#R^w+CebDC{hF-8O`%yflWO(x
z6>d)0j3isfE@r|cTe3NqREi)fq@hfiL`+=$TF4&kPX6>@vbG`VSi<78rjI=-X-mM{
z%d?YMSva`uX$z%-QpGCFf!lQ0GhL*BGI-fkohX<fwm&LgTKsZ+OY(o5JhszXOP4y4
z-A8hw*A!Zgx!=gO1*NKLDmw<Dwv>l&w!3L{Zq!}c9-Am|!$nFUBn~-~YPMJ2u6FA+
zs+r2$rPjKV*>0m`faP6%!lAlaI#&A16Y4)u>rJ36p&?65z{sFJM*D0gC+<7%?Ie(Q
z&beKvC^U~VId!V;p+?!Jwa${%7a*3)%NF}B{@-$|2xTCt)p```hSMrpgeFOzGV6BO
zXJcDx#6f!F(lsmRjmr5%mU7|Jr81zIjM)aH5ITh_Wh!Y9KnIAMTGE?N+SK2qCe>Nq
zyF>OI67ve%@RCYf&7CldjfiNXOwQ>P<s>EC6zH~5XDX=W>g5xFj_DErOg6Tr_(u4M
z(b{t5s`VExDsA=)Jq1n5>0F&dq-&g_p`}8esi}U3-KZ+=32lafanJKow4o|l5D6J~
zDE>A1x5=FmZ_pZM*P*UfD^s@@Xcee!SE{<&WnC-kE>%fO*3Cy}X=oL7RSq^CVPzp@
zC#V1iLix|}r||Eoc}2`^Ij1$HMdJOb^fsx}*2`b?S60!e*WRqvmfCMxs^Mg$x3ZR<
zs!OHQR-lfF1dtMVY7TNB8S{;|+hH00?2a)TMOl5KLO(}oR(obeX(o}_vUM3Ez>97-
zI0KTQBH>lcbh~9z1=BfGF;p=?Gre1{ZEWnXMhpJkf9R*S`AOr=T2B$UXQFP)UgL1c
zR+B`=iB<it9L<7l-Ge5N4Ib?U9VDw{Rx+6Ew{xy#a|-_e&0TGN*V>>_3+|$Rnd;=*
zSzRp(K1za?+fLmp4?k4nZM8>5PTE724!BARl(M2v9)<WP<rawNKQ``qXJ6Z$x>&86
z9_^@6Z))RRY&A9Xm#sT&r%I}Al@yhQw%fZ@I$Le_!ny%6l*bE{KLs4y=RSy_*ZOMd
zq3xDCqqi3A=+rlB)h&HWt#$Pl+LZ<^x_0i`5%YA9wu0?S3WIV&Qb9V(qNkeQ3cS_7
z+ASCMboRQ_%p%WlxLMIjb)l%DyHVS&;ii#ywylbqT9zE3ss8{uphD8Lpma90&lkt<
z<0fL}?5i?)gByZ2HC7FfYUO6<hV>(&$N)~*hgrEApR;OXpi`X#7^MK-3|76jZOgL6
zyY_##t-I{z<G8kIblq((DM<;4#!^l1pKhY^c;*D9Tq4Fz#KHjPT{I+ALA;7ds&gN*
z6Bs?M@yYPj$?i|`+f8cTTxqv7?Z&rUQEBSd&HGT@*r}nbuxcBDQX0NpZc1%!R9V?2
z)>hd8-jyVzf;n@zjQ;tI$UA*o132#)jyE?mejxe5&MSQttC-r&{Y7oIR*Q`l5wq$0
zMLRX(nd(tg5o5I5662|-sC}fV;NVJKaDWQQ;}hj}pP<#e%;nycx+!0k>TPwTwDrg(
z#W25+yx-_8wVf`YrA({k>K!R{B`R$FNg+cu7Ho9wuWAYxY_X=KSqt}$UlrTQ0~xVI
z%Ml{Eewr>;GHH}R0YVf2M{uLM05xvgt<ST)uWgVY>|V=G!L{d$Zo);|>chfYNhd6z
zB*DYQV(rHd;+UrC(xfrW)n!a_lvh-}smxlzq+oyq<dKM(7{_o=VVMKpxnBjG=j8^O
z_;=BIb5ZjjLg|b3q5W2Fmd!z`EVgR!y1iR`xYED!*E-r)98324x-UshCBmSP6OdtZ
zpWw6M-%WCdnEH=SXsU}v{{T#AZBeK#cTeeFt*lqi*=&`UI)7f0;e4#Ox|bcLOG<3f
zgs-opW)wJUAiy~!$k<0?j6{CpJ`7>2Ep6@Q+gY16rlMQK%{E-;U9&PSX9Q;DG5{u<
zr->Z{r0qe-s6`5)3L;Ps&fbhz?N|PeU8=F1oMU0$a+jrtDIDFrbfn_(sK&235aq$n
z;mkxM#3WF62;6`KY`bL}E~o;gF#S(Rd|hgNIjp`Sd6B5JoyvysV7OH2^wC`HkEX7I
zxpX>4!)~sAnx&;Fx7$_1j;MO5Qj)bLMJiA;$D87PryFJ>c0Xt{p78=WTjOl+9`Yoa
z#KtFmuy~4N^)sH>oK7+z!JK9yM;m4$IXHNjxP(+uRAS?qM<lAa?Nv>SWSbF1H$V&8
z9H{}1fB@bRz+$+%_PQNk7oFXDzii!`>%!-sx*jxVzv_)$ToSJ3oHlFP7|MFO3p+YU
zc7`$gBA0l=Y>iaYR@KqC9i*v#mBK`=msZk<n1yr@6q6(rsFbJ@4hiEfV_B{CkxPBI
z(p{;b0^vYvtP%a7;Qp+vr~@fWOWsyV`fzdkgOWD~07T>cQ9E{jr?D}E+cWl<9&sW#
zxYjXQ@8tSk_4Qe<X4O!ki+#ir3bJ}zb#9ZfkEP0!DE=R)tBVECO<rvvuC9&3#Nwru
zCH5i=60{Pe2uc3{eM4J+4pLQMks@)J#E;_7wtfEqQys6?%}sf=eH7KJEQ11__^4_i
zK!+r^FeB0}nfsm;s}=yyzWbRY0x>5z*!BWAGba)ZkFcKL@43um=eUgX^L;ORQolI1
zF4b0{{{XM{^(dgP1F38w6Nr;7K1fCv^&TYDXvf}Y)!1w4Zxp#8Awim?#GaCc5`wu3
z04YtV^x*<P3RV&(W@d4)5Hr~LlZk_|2Y?uz<jF91k~WN(%<O-Mii(;_x;H%<x_7CZ
z80mebwxtxnB_UvSB+SZW845{`lf^XW2N>IU?bVV9?->Uh_fnsI=WI*>NZt<8aR<+l
zJO)Q>4ZOjQ!gt5)GY5i6j~PBQ-+43t02|&m69muSyb*~R*htzt4dW+;C@^FnJK`pG
z6X1dj>@(VUc#L~@$7nn4<N>#w@QLnD$J`MhpS=B|HkrWz1d)x*Z8(#VHjmWKPo5N@
z&JVuZAN{z%@Ag0XjByb$-!YI!+9qcMKF}wy;tjvm_Xn^z*Z@F)K$1l8$-z6B*lc$b
zfOZ(zM$;3*lyyNHZa3KG2st7_JDB!@PXvCwh{O!;WbAs6n1SsF(*O`+U>HB@lNcgB
z@(CO>j>LWQ9?%D!^XKitl)(mZ12{RrfCdiJjFAvHhbJHpY>dJ78<0#)j@a0Tb20~b
zz&nWm85;m%WQ+j<0q^G?{{U=wF(QAS6sM9q&On189?{x-jphONM;-Cr4tqv(<bxm)
zyzoH4J;dbpF&k$c$TP7MAdtYoGG}Qbai6%%k+~5fAaJEJa~o~}{muvP*be~k$B(}G
zC;1Q#@dFbR93n~XCm4;tNEpG+JdP^pC|<c$F-1y_x2jj^q)*bEN|d4jAq}VMTBis}
zBe3C0zG-_4m+OFSVM(E;DRQmIB2zy@C?J0u<YdSwYprHTg=IS4{)8lH>u*YFm`WR~
zEJ9G8fS*o@xcXAtV5GVLC#eZ*>F8Qjc)C^6=&KV}>J<ZVsY1FO=}%gmSm>y(aX(P{
z07@A`lthFib)mNi(<)k=Sz6Cpl%l05nNo_0Qj}D3RH97hJMMDl@%z6DQrLYXXax4y
zM_?n)2m}c6!tz9IG2DAez{GeR_l^OuCQc0PurU*i%z%4iW5EV?ov=i~1mo?I?<CJ|
z6sL&&4#(U9_aY?8+iad0&IaOoLBaEp_aH$2UEqV*06~+!48-HOKX1`oGc)=L?b<fl
zWc5hj7~BOY?><kF-^`g9^NgIB;f(k@g=aZ4nZ_r6&?mPFdy))i1`K8l?e{0X#xueC
z`$TU({@Z)cw+d77ll|ideT;~i?HQf;Cuup_2+RUKzWB$9%y2*+^S_K@ef*5$V>|HA
zP?*PY+GOV=+9Du8m^>*)JRDB>FeVI)MDP9QJR)Ldd&cCEzgO=AxQOrv44iq+-Z%an
zz#X##Z14hnPxs7XM9G7nrXWb~!jz8Q;s?3dWMqi*5!)Pf2S9(oJrn-`s*aog0M<1Z
z9KP?d+iuz4!H6W|`H7yO^8Wz-0qCCp0QsY)^XLBnBT;dVTz}vjf2}|K72RHfzrNe=
z{oRiKlN#q{z5r{@Xpl^QOSK>ZNr0QhWPyz4CmYEi;&CbOlb<=x<__RV@iKRq<1N?c
z{{TNVxBji#k~YEo;<g}+<wqmWxjbS$yzjqnVg2WQ{7m1F)f993B>w>53gc_HORnd~
z@rG;qNzDdh9tr)4m=b5W_Y;ZF5n$&8?YYMP0P(Oyjidtu&k&qQ{{Ry>BL@Qj0RZ<V
zHh^s)z}h1wHX!&uJnVS-);&ff#>WI<TVxUMoNf0whX!ywdz>7AM8~<2*u+5LM}SPs
zPWaw&9>a6qF~B@$Z{BhG!To%h&k9g-e9!885$FES#zcb=F_1wsvHtLO+ClH&a86@>
z_>(7j7@3eZ9z4$nXpb}QCSVP`_VKwVg(;cb%t_zcJ;eCVaC`89#(Vz2b^-}A)v%b@
znK>v(+9zz|eg6PR#O5bC;GKksjF<<wGJW9VXu*-)N^>W`#>B|?9r5?>cE<rC1W4Y0
zzdfV3Y~;rLAZ8~!5M#KF$-tP#2pAa5gTejg3<wZUd`x4x{Zyx&^R)RJ`7k0uf!Y8A
zZV~;voa49HVrFv!M*D&`><n+VJWhS&2*!MnWBdOAoDKX5f$T^GjufM5p5El+$lQD2
z9L&rR7Eb2}_C2E~us`~i`HXPpcaSD`h&dgw0hpPHIT4N!?sFr3wmS@CxtTMO?ZTAz
zk=)4fI5Gqrf<NrW<N_iyCnf;T>6n@OnKPJE{{X0;f4<S%BfQ2y9pi#_^9L9JL_h!!
z=Nm>cWlDZd!vu&Cfgb)()x7xtNx!#!<}>@pX&_H*>`ZSxy|>(8$8*{<w|*DtzuGq=
zIG*NCz!SWl6sATGjkgeS3E4(T0QUxc)xcx8`-GF28-h3Ndw^hOI9;a^jkCC&p!Xso
zAOLY70wfK@fOjVZ1GxJieCBb&lmq4=B0FL;g=fj%B1nK{Ly<qUZVuh1OqhTU`2-Fe
zW^vyq0|I{WxY}gmGB}22XFd#I2<ph&GB6@`8QDr??*=m&>|}sXe$g?$BglVV;NZ`+
zcl}5aw#wm1_JD9sF`c}`#O)CWw+>+LCvlkef#4D+%z@`BQ!+#o7?==ZW+Y@poc^PQ
z2VgPS4>CQ5PUmrf=Y`wc01g57J_HfCm>AAMAsE~V#OJ4P<=Y!)bKOdK6QB0j<~w(j
zfwlpI0AgdXk0<Ru`@j>96o|<Oc!}^ZF@+x!I62#cJ-{)T6aN5g`)#+Kl&9Qy{{U1G
zjijFDOiUesGA42Wf)3!vxj6Peykr0=L<9gzh)4hx5>ClT{?yC?yzQN{i(ZdDh`DM9
z#jf6tmkVo9MMI#BCI~*4P{>Rv<;(`e&k9yAY_wP1>OBe;6zYT(te%!yO#c8It{<fX
zB!t0IicdgM-#ZOy?HmH1D7{~Rl(d*M^hzK{Qb{RmrbMY}T}tp!(<xkwb<bBJnsaQ^
zOnzHHkEK;9NljDI08)^tD`+SJeMPBN3i?!3)D)Z)sY+2=i7HVgN>aL%dWj`Ol4q#y
zNhf&QFFtWfyWOw18`IvcYs8@@TBmMPPRJmT8)y=l>{g<+E4qn@v>)btNS)wJVo$y#
zNfJR(j2I+#^NgPUH^`EE@MT73J0AGQc^!x#1K)U(6rwXR5&DdGB#7Iq2XT`fkk~}b
zocjTR<|KE|Y4YYwLCi?rayxB_1_yEWB?uk_4CHQS2Oj=ForWicDUIiEY2VyLANa<1
zG4>z=21v(gjr?Ftled6C_X+LwNhD+3f*?jj$OnG|zX}IzXCTDnj{{(01dui-al({N
zG6vtKV<4E1e)-%3CMch5`;$IoNb(3I#sM9;hdsCYyKg7l`N{2&Gs2Cec_MZj0thjI
z?fL*PRHrx-5@)oCg?-FNfg|o`hBwaAGy6s&aqZm9ZwLrGb`o)&<IYI~6TVDjaJ|7e
z7$g%L$?uc=hi?i~jr@>5pM8WA5x57q?ZcDWGqF9ee?u9^)iXE|!Xz2bow2sv;G7KL
z?TDTNNzNlbXqfP1_!!^5cv7cR)YMYEm+9Vio#ZGKy3*E#rU+1y2nQe)B$zNH6C7+y
zKQO9T=wj~I%{PSn+d(OPBj^(2e@kxSR7y)~QS46o*B$nPJ+{mNC-m4sJB|sQ&iS73
zCwxTC_=r8^aHV=Nx|=4Yq=cGVgG3IdmXYeTub}-%FzYJ>iBRbsSPE267(L^cW9xd#
z{DUXt>W+H@>Aw^I02srdW(TRf>l%8O=^RV+?>SED2q<x-6f7JlWiVp`Qb`A6APzPi
zpO`f)bTfBo)V3i%G{8z<KpilrTY%G%^(d6|D3krJBg5gqJUDsqrC>FbHIxr2ipqCs
z-5=R?By|7*3PQhyK*-7oOzfayX%5?t!VUl<_WeWxB1X~2qZ+8PYFbzZmf*^V*3$Cp
zD=@5~Q1dDWq!kX4FanHmgWfrL{BK#FJ&B~LQNaNs8>j$Cj-w8NKl{@%S?i{m*Uu_e
zs{nn71n0N&F)(6%iN;BcnV!?za6h{yPGEN0s<Mi*fz>fvOzktE{{RE1DZl{BYl4-6
z2t7!U1mtl^FmnSlkMGav{3L=VCyAvoF*7*?_J}$5I~mBwY~;p3B=-Xm*c|)G&P4By
zt{IWvxF7)=4DH*w0DA!^h%<u&%x##DW1L_JGrrs@Oc{>Yp7_t5zl2775OIz+uPXUN
zs`;^dO}52OrY-C#D!SjQns@U1YXq6<aS8suslXH|=@6jfs!1fFw5i0-<libU9NN{?
z)=ES=&7zfT)oL563KE-jx38ssnw$kDuA&sxD}4?XER`uG2wCH^no~(wG*yy^PU*S^
zZPu%OIBAAkPuA%Jsmh9nW3Hm9^%Xet>ndB0EX*bc8Y65QVn)MAAz_M(%bnUCrc^Ob
z+8G4{2|09_2#T&%{N}9<x=|o{!sFR?X*k%HMUJJ!e_wtlLLn6Zzf=UOzEGk9bdoUR
zaT5M&%LYUT@@a<t@zTJ#Q^}1d%8N@>mTFX0U7c&9>8L7MY+P;%Qo`1P;GdVJO2U0Q
zR=$7|lCt85R~wBCs&?D7Z65KFn4DsAF%sQ&nw6JoYTss>m4teaR6gojWt0pRIO57s
zkR}N+xC5}`m7f$}9RVXya^sVA8TzevU3kLGnd?Qty*#9!Z<bBZxApGQkN1~&<5*}*
zyJ{B_#!T)cUpQ12la_pQ3JnrDz@n>#ak`lk0|+3|0`Cb)*|$UpK?3hbui>pY)XF7E
zt8|Ddv}S=o6j;SBcT*s0V;DdMMUFV$9raEoHb>Dv65klQUy^D5jcIgI>aBTGOzWzq
zY4p2nuq92cG_PG9X-BR19_euuEvwWt=u+HMVb;31fvxq{tL82Gr&8-H&0X^GQ`gl|
zRI;x{l|J*|Elk)U6!ge(_f*>rgrOZ~6OcH@Dr#ygA9kv;q1u|4m+CtGLyC3R7N{L-
zam6W0RAZ@R>;@7sPq-goM0gu-lf3VYWE`H>u=Z~QVY33WOdd-tnM(R$atEv~Y>9<5
z3L;=?*aX-rDGp8rDVI8@C>S(d!E;Dl3yGI7qRfU7L6T-3%z>xYP;~8;5Y$d=00@W>
z2m^ua*Ws=Cdt9*BPK6`$H+ABfr~sroZS2@Au2FRW=TU7nHCGbQQ%Or}TfHk%oLW)R
zWH^<mBxk6AH{C`O1pb2(Gq<0fkA;tjXL%Q@>eF;#+PxjA{z{(yigfi=+to<7{!Z&m
zkdmjxB5LYO)PREPZoBBIFF;>#GzT=ae=seSm(3@Cp}pJPQ)O$Vs7juvazfQlTTWCe
zDC$!ZwkjKG)PdAeQhJXp?Y7dHj=UwO6>7S%QtG1NtMU-XKo9E3q;`s&07{a{9V3*9
zoJuE12%&d?L<_iV8HO(4*{~v{BgP~;OScgKP)pjF#aM+A$<sMb0w)07DffzO2nKlf
z_=IYz`_IHZ>rT5;>gY6OpHJJUX-eEIv~HGK4MkAsX-P|Is9Ns`ZN;=y7RwarQ4Xc$
zFUR^{SZbXYac=RYFV}57a%-g`uGL*pLg{TQ>-1b(4mawt*Y&BT%W6<ch$})=Ju&g!
zO!Ge!T*ZCFkkxA%GNP4XDu)_xLg|_{l$9kYQA^aWrA4(kkRTNW^(8(*1kQWN1RQ^`
z+aS(9=d3ISY>l()L9bwft(LYS%(4m)iX@_rST|YFD4B{SFrC7RnBZU>m`6H|X{(84
z!sMD)v^iByRp=1qF^Y1L7Y9udDS$x1x{*i)z=jGMU@N8^o%};}9jVGIH#e;9>Kk;j
z!nIY6hG?&p=!78DTrEJgYPpFLzmhg(Fodn&O5pl~YU-wm*E(OAx^jnA=?k-0dnLoH
zF;>c4Y@yaw(Dgga)Hd7fKFa==8+o)Sp-FKeO}N^X^7-5=C(nU_5I<Z9Cnvr*?tkIs
zX{w^+1JyM?p=R^0wGGnVqCS&GiaRZ#z}fWMKTX2ZT$QAk7MBuK73nFUG+x{Gb!x#v
z7UqX+5l+t{*_w>o4(kUX<f|A=n_<aYs+m&WDO(C?ieytLiN}049fNdCNIw{t%KG93
zYNF&_P|K9NF-QOmsA{PUC%}rJbpXaM*8mOC_XpF|oDI|W`{elhXDaY-74@`M$~wD^
z#;Trzf`x}_>uW0BLlo4s)a|LqYAPRerM8-B2`h2Ms3jmQoDMCas8URSIh}-e8<H_I
z7}^gx{{RtQb~&eX?W>cvDz2NJtZVaqP^Od$>Gb72Lyb^SkcW~|Zud%OT~SgLrkb=V
z9X%DOSm(P^*>`x{ac~UHxGz;OxN*8BD@JJmDCyCQkOAzHDTIVDloeQ0M<8Q`Y>By4
zVPhRgt^i;_pOa5G6_z-G5l9CDA--`9;Q$@d0gr(Kjd{=FqvK;x>+8K{j^#z-zQLfa
z>vEQ=_e8bP-8FN_Qc~mL<n+{0Si+LD(o>;ry<FP8de9Q%bgXmD*Ij+pI`fXc;>vp6
zb!%IT=}1atYb9#w0VxGj00A%rKx7<7WRPS)?lAxY4q|5>=ZH?@w)<m#<o1#=xjTDt
z`X6lCu$Gi#c&JuMw?z^ZsxBlUoxD^40L~sR1p}<IhRK9S1R!BFh?+zp3(WGe@8(^o
z@%rXe=P-#=0|+9CGonZ*kp#$4zy>ui<i|0NCNSjMFH_WLtz)G%jT0!TtI}GU!>MU$
z+;FztMNNw7O?0PWZXhXbrN?Oyg}9U{NlJ>67E%Wt66RmxLviK@FLic=r{yIziS1pc
zuR3b3@O8VlB+}Dfs2;afJjJ+aOLCT>Pg3wpYq)e3s1>MyQm$i|86?hkGvht6h>}6y
zs$_5jji5#W*poQS89%3aBu5_^%Qo4$A4bVdMiKMakpsu9XHQTR1QjCTl-oH)C5j5B
zLxEf-sd5;`1i(8(XIp;S_Q`GAuG87=;<dYP-sv3+o;;Bj{D?@9?3Ru`<EeP52a)O-
zo0X6iqTDiAN@AO|-y&utQlXiH21wo%Ag8wAl#{e)zCMb13CIp?@~YI$4gUb14{Iwj
zt?i<lOI@^*oMy{VuC>b-n$1O7b#k7VI;vJ}OdEB%zJxxSa<r)qeCr%`$ixgE(02p&
zAAUNy{#1+K<i92U<Me-=3NM!Y-0QdgSX7#SPv-vsEILotlK1uAm*!{x0C^W=dYo(h
zvfKBa$i^Nz)nLv0Q>gf62<VWz>3@lOf~YMl0ICKr_h#|q&PDNnIEh519qH(AE$F2T
z^Jou!Cf0nCq-k#jgjU7Bj*`lV&wV6KRIG3@6j(#pAlN5BSq4=)JEtm!FR!^f@ny=s
zW?a`pq_t&ckJbfhpl;c5eRe8~t94E|(ot%zW~i}V&0j-Js)aR1vBy@1%?jCFJI`mF
z&(M|J!(oOmdW!!5>QD)wY1;Ry?aVlYIFzZn3Y9H{D2G?px>HK)y=1)Ok|XB6o~ELb
zp_-aUo~Ej%bq~|j(`3D8SkmwN|Bp(px2ZTvbD`j@Or%o79V)oDrI~y0y?2(BdnJjQ
z17}vI;mBF$%G{=jiYqsoIdG)?_<a92|K8$`2gd;y*LA(l^LaiV_XzHiBri4H)^Fd_
zm-PwnU$QT8<>1lGYCwn0q6MEE%U&F=VXWfO)>n(ihxD1HQ?+x|WYn7)_tA*bh7L8K
zDp!lqtMhJVWXYNCn@%?H3Bs&#_+)u7)<d+;iT82v#97_}%lqQ#CW)rd*%dIqZsrs3
zVu1!)Oyg)^UIC1QM)y4~1lE>?v^n!lZ6SxsYh@1FO&8x$?n+LFJ)^(gj?Q<o2LC|=
zzuMn3Vn>|~<k#zIOc*KmA?I~gV#E(qi;j~<%t9<9%zBa3(WNpov&raJ)?!uHy#M4|
z?V3#7-mGdv#IGye!TTnjcIiuAD($UqSN!^t%4;m}*e`-gi`1a<g{syg`(jRQ><=$Y
zDo=}5axZN84;;fER~TJBWR(>#D0@8K5>K%Y>LhDC-Shh>UHsbkr4Yfq4b_-`N!!Fu
zU*-`~q6!eplB#Go^e%DByhTG}O|R*Nbd|RG`wG)jGDR@WdQ^Ac?(_3IDu#PO1Lc;!
zr%!72ii{@T#<RJh9$#&%@SU$0O}?S>A>!&A2$EbtCwWOI-G)7N?21#M)R8nl!LylB
zZxn7UW;8cL$Q>X4a5J9lVlR`gqU|^NSI(Z*ku;oOwwO~ym?28V-{=vhH0W_|Dz|*C
zTj7l>tgPx9MJ_(7oO=)t?Sqh&r=k36N^8-K5OxMCHJQ@u*SswQ-3x7>_C9sqv$E^3
z+PrDu5pj{|#BJi#nE&V!UUfzO+xKk6FXW(l!_Oo8*Dd+A(<am|p2gf(Ibu5p{iW6b
zM>?eMk}@(GE;g64^AhNINvR)Zu8bSiWj0Q!gIz|7u4-yHk6rT4;P5sV*F$DQw910E
zpyBkY%#H*0<su9+Jiyz}O4drM&Y{B%(1{MK2igzxUcbEO<F)rn5wrR<u$(S^JpE~!
zx}qIWpou+L^r{=6MD5npVntVPcYD@x@SCYG7C(aoW)dFMmnZx;?r9}eT_rTW)&6T$
zIs{?NMO<%_=P2J)Z+WGJI*m^_?mNyKvjN=+|L+vyG+|y%l_lU0bE<d<CjTc(u$LXb
z@~z-!!|iXu$i(m*Q4Mdw?AXlurMTpfJe<#3T{kETH@L!B-vp#u=XXzgeU(-i>5`wV
z3w%20*yy!gCZ2t2YkX6+d2$r;q4C^mU#?B(&%+`3;a*3r$Gg+7WEBd>KS0fHLupKa
zH}T`4kmJXrLglP;neC{Wv<KT!9p^ujeReMH$JCwX)HlPwNe%h!!*%@UpRP{6sxWTz
z^|XGBr)uZ0gois<Usa@B6RI#-`&Ii6_*%K|x*@Y4nA>klIr1-~g}*`W%eRhq1_?oW
zN{K{uk6IU0vqQl6r^gbWRY9-nDtDP4I8y~kcm_A3w1^$r5O4y|Qv6=CG9`P^D=XoZ
zGVdNZPGR8m2(Jyi`2+4>KkGSp<5dI9xSXl1skN+$C-l;jZ|-RD>2Q&XAouL{uiD+*
z?LVU_H}ztIM_Q<2)*&1I%QLsQu4WS^!Q;V>6_Zts<7GMRoB3MiT&Rt@NB;mV7UMcT
z>r+k#h_ktaXA#q%NWVnS@kQ1bCox$OtluVLcI6slBwtNOh*C?<FL#(es?1sZ_y-74
zIWs!L2HO}QZq2`m8TE`{xEP2&Z7bd?LdBeV4UL}_)xYE0*m2#zg&K)A!G~eq27axt
zn#}hunw&bj*-`t8Tk%~sVQSnYezV`?`OSd|10$(Im=1nyE&N?o%lz9rQyzGa!dj=H
zH47sfYx8w&qfP3*(sX!#C$O05KfkZn@scP*CVs<Uh|(Tl#ny{AgUF+DCMRH|@>F1r
znmYLh2-;K`QZ|_STXV`v`Sy4C^&_tGU*}SXF(jw72SkSuCD_v*HQz@^QMvUloT;yn
zO?k2_YW}@VW-j)#hVax$^P5-Yx#7~WxE&UC$6o@A?ED^4ueP(i`NABo^VUye^MBm!
z)l_iV+nlXSp8hNjMFW@BN_C#PD>Y~P;sWD9>aaVxwBTY5+3aq*<(OwG(h5=Uy!odq
zr>^PfZT5QppG+s{|C8zDXSI~gK6cJr`Kocx^rO`}pPy6a+dM#*u+ARuuije+++T9o
z*1bf_53(pNUher{rC-&LJe1tb@C?w-kJvRP=2cV}k9l){FSdLAnnt%07&jax_vYi%
z<jUxJt<73AUTV|u>84b}+|h<ZRizi6`z~>JW^=<j=yI*QF~`SBVPrPO{4xHAWrw9H
z?BSa`=J-joz&@+ML(ANgfOgaI;;|h0r-CgLllR61ERFHPAMsL#XhSL8<d}6NX(#7k
ze1oH~XS-1;u5~Lw`RkGQ&aTJir^1itq{3mPikrLdtRNTf?=qa5cKF)Nw!Itgup(1A
zC8<LYLhpD7KC01e^YPSSnq$n*Hj>rsp~3!{&`x-dR%7ElVA~JO19aBk>tH!b119gl
zu*x*z#BKP7&=YG|MNnF|f%NU2Hw44SH{_TLR9lEnLj^50QU2?JITy?7-_77%UW$p2
zBqgI06NR;zvMYn=#*0#<b^V{|MIt<`wJO5=iUZp&Mvd@#Z`Udg+H(6JaX+lNk-J&0
z?EF(pd$}q+{_VR7o$3dcoKmMxp692z?j8Li(YVT|hA&b*8ue#aU9n(q(v0zS&C(gJ
zC1xQ%Q<joXafc=xNsfUvkH4K?@wTq=)Nw<2r!+4(h}`u#$e*&afgb!Zj?t)nDrd55
zX2$WKBO=&f+<TY+B3oyu3)O>ZdWT~!+wkKWS9Zl4rlf<sUr|w`H{}mcsIsoj>zACk
zb>yPd0^13h-j?y>h66Kla=gB$(y@kInXfAil9a*JyyV(d`8zLRwYRwmTi&J7qkl{-
z*gM}k7mnICOcPIvwGTD!nQwX(PvR@)m{<c3tJJiYb<Q6LpY=m}^DbQcunQCtC)mYT
zOuUsnm|bqxFYxJm^7Qqmmg}i%U83b}0aMvV1J6s8+xNtGK0);kO~?Ww8n=hm={J0h
zzS>_MrXJHrnELCt977bdJzmIuKDsq}R9j+6wOy8uc-Ky+Sw*J@549PKZawX4y+lSX
zRL_;*B@?3lTwffviB$jLE~N*uC|}pibDuf?@y^&{YGjNc{jJtJh0r1W(Yji|PkoM>
zg*18cq%nu%b(Y^6n{YGscUR?Yui%oF2YLg)OpHRu<)W_JJbd(x`_%dE%wA|dzWm3&
z8CMQ>AX~##?S>m~bPuxqKD4tci`_2zQtRAyul;-F&cwB^1-E%0=i5)2nQ5QLh0L~m
zA6j$s@=~1JuoG>0``StXEvbUu%h-eAl|^c9vyWY|)^KZFU%ewA7M@u+rDtM(@!I-{
z&JCjUOY;%p&7Yj21686VyiBH<-R+c%sIqGkd#J)rSrLY4=YAet`X^*v`bXxRc|9*d
z?o>e&ZF&+@h=2I>`piX2?K$^&YkF%DWJBV`9|1l;UJFdTnEnO58?`pj%`W2h(}~F+
z0a>cF=%h7MQ>8zAd#Lhts$0KqJVZ&nvN^@f_x)oDshcnFac!K7s<&)1mrs1xfFBaJ
zE{S%bf~YwTKsB>5m!TOjRdEhpq*T$spG<8SpMDx<aA?khhNMM*IWw7dwD)D{LC>cA
z5rM&v5^#NBpQ2tQ@=JLM4CFWJT3z8@Z8Vq<)6?+1MCQ`_facotj=dV$Db@*ap?NeF
z_;{+|_eTBJkDcZn${XTozT8XX-`dWN8dZgC`dXY0BKX7Qv->>f@mf+=tFXq9Cz^30
zcT)ycg<?ALuypSW1xGUjC<vEsP(j&_EjDq9o-valG_~97ed_*M79m)Hj)#sNx{xQZ
z8j`fM{NO7G@&ZeSWn?5HBX%Nu`-s3y|ES+Ca5_4^=(^9!A%zPIh22<O!3SI0p3n%+
zf(nQN1+ZX`?k;Fll+^Z@r9m9B^mp%|&nZ%fVU|308sN}M@HVvD(~%~jF_EzBnzRR8
z6R~GOQThw{dkgxNp^lhY%x~bTTD*3)I8>mYyrM5A2lgU0x-A88-{DFV-L$~j{pj1U
z(!cV95gaGE(FwMt0C+ici-6wZ0L`A@BOGtKU%R|@DTl7UxWc?zdQ{xeqW1TVpjz#j
zlZaoJMR#yfkRNX4B-OzxsmqcdZ!pSQv2tJzjX#)6U3!O}-*<0%JNaleTKf~V@^ku}
zeUXmG&_LsU9@Ep#iyHtGCPRo2v&`?f61@*zIin$v8v5u$I|aqbpK~&18$NDMO;kw!
zx7~ZuI+{ow3d@i(Hs)9DlwEe?)dk7-qR-*W(Y?G~nIh0(%o4?G!s3O6w%heb2PSO@
z(v(RCJA?Z0Xe^Xq=nIbPxla{iwgU2hRjgEVrxkvT#VBPjK_!jEkF$&&DjL*t;u7Lk
znCO5#VB1v);0WUOjmSCUAkNdRiv=}cK%9`|#d991bobkbW0~92!>`SWW++hlYjY5s
zb2D6wO9sf9^kd|Q)!dCA<Daw_ii#(=^heYQmchcV#!uD5pUz5}W(f`WF+erX@{Y1V
z33TxeWWKlt5O{e91`^Z!D=%n&x9|kF9oeOTD=1TCJnAOn*v8)jF!MB7Keb<Y;=;~`
zj+2pLh%C}m{}3_F<zAl=6sP<){1O_{n$a{J5#gg^kAfAl$&0AMk_9i|N<-5{L6W;<
zdFoOeQam*9`VgWuqyJN2jZ>a{M9xT3QH97u4~{HCK@;#S3Ne<SHxASL9#*g%is_x!
z&c4LDa)wf=nqCMc!8xIIkVrBh9m2=KlCG+xviE6d7Od6bkVUIV$w~u*5XryKOW!B!
z?>9ssliB4Iz>+9^dbBto0u7?{FeUeVNg1vnPt0f!p0BPJzUswZLTy~smEGEO#&F8+
zf1}aQ1TX`nI7S0r&_5k7!H<U5>Y5m5x{j@~@At{NbD4&legpEzqeH1<xu)-H^xsWr
zx0#=EZ5lQjOQIb)Y4JZL{fp6=jHX=US)w=No3wKqo)xLYY~dX!Iyrjt&6_iLjz;Yk
z4z{sx=r3M(vjl{h_Wo*%>g3cSiTlkvOg;T6!?Rh*G)z2-w?u#(Dq&fz$$hcNH2}-+
zPz5;QM4@ZPUp9odho#EEPnq>6I6Z0^+`TXa!z>Dpsfp2RG90-8aO4FtToEXEjM)Lq
zqu6Bt0D(B(-|~(;;CQAXF|~eL@OfOkKO5FK7k0Yf;!25COub-AcL0H4^DqVxYVK<3
zb-F(csunx!{l!N{#RN>N4_D+19JCENLmw4(vxUmb;#C^cec9qpL3MfC&dB?l@FH0N
zE)&w2=~u8q1C!|kH5b9)uvr!sq$ApJI#V}++SL_AB#C<_=fQFDKuKK}Fipq)G_ME%
zryA?m1!~1nlTYk1(F-e%EV1{qu|14Rdm^&XsQUMGJB&at9$pHcBU>nEa#zOZ>@^1n
ztd&Oup*bFxQpbNQv^yT^=+JJDI_hSR8uU8L!glS&6|5;O(8|LWT&OO=K^K9FM2Vge
zag`xxEbKJ3JN0kSfB(PqN6*}uk5XJ$>e<kUEt+#e*#<Kb4n4Q|t);h(i&?*OwS(tZ
z518?8e{4sN3JCBIaQoih$m=a_ml{6ZdPfPCTN4w0w7E({_t?WL?jm<ng(2d*D-Thr
zo35^(AsIQm$F4aJ18*}y2BXeG#idsn{wn?$qkhsuWc2$PpF3r2oUMbHqW9fkG9?c?
zO!4&F4xoGSM`!^=U1ddoFTK6{sUwQ|%<$#TIdm06>oQmr<HjkgyMRgJ<v@uGe8M^S
zvueFhNGM!zBwftUov99~()!0drV{}G*hn!;M9x+a1ccx`d=s7rMi(gnj`ozgb^yvu
zy}&+VqZd_c#tvVV4en2}x8=tTfqR(9v})8x!lvgTsl8s^85pJIL%t)d@k<}Es1Abw
zfXgB8sVzlmAH*&Lyxb=X#VxF$7lv4<^&2e&vP=04C5!NVQc%Ymi-HKeXYr0q8w)kY
z&<3oW4^vong6Uo47kB}->@1Exbw!|~jbzGV@1HzbMcWK^ge`|N60?9nvhV^xvB4Lr
zn#4h}lnD<V`GTE=5f~rLP{%_`l#vB?L6-%R*%V+2Jg}97Q=C?7SegtQbz3DqQJapr
zdGW@;RRIb*<Bi2D#$ooc(>?QN`Xh`zT{_h2Zqtq&tZoO=zM{HNR73Z^uUmi`LOG-G
z3;`fsJ>7#C%5DY$;;%}}RTk4Um|WO{U^mE;LBs(x^0Ib;R9t1+?8Wh-z8DbOHB2mL
z)is!PXinhW&B`OXQe=VWN7QEcYJhyv?1@lCOr))EGDfM9EbzpI<QXTfyyb7Z3`82>
z&Zw-NFW{k*b2Oi0#!*pCD7auz+e#_|r{9gGRZaS>+9Rgr&8y;2_gi_t$g7+sY*7us
zAM417-A(QX+spW(hRnL^IDyM5kv$9jzwhE~scswbcF17i`1>BeB0kW2Vd5aJ+gtgJ
zT{Wp^A*=2Iq8lqzR&bP&k$S8!%b-BbQpPkX!+1%F60$JxnqY7jykMVimsUnFYAtdH
z1#ee{QsoeRLXAYvGsk#+{foQ(i>zn5nttu9<6`!xT|N+%aYU04kI>&sx7QqJ=v`;*
znICZgq;z9?7S#6Y6zN%(Be4pxF?xfUB@q}>yn~>M8eO}?EMsq`tsvE*#n~FBQjs3q
zDNdK9&orG(2ef76Ox^zn;0i7{21cdD+H%MZL3sOz#N?KsqTZ4c>ZTtnpA<7)(lO4a
z(jHJ2)MHYW0k}MnovgJb^jUu;ffrB&_Q7V*z4%!E&96;qee}I4jbP1I_V{?h+>~mp
zJ<3a1zY?u&dUxPvi&~4bitNNkS`sp0LK5?APJHunWw~j5>leMm_Tsn^f2eg({6z0B
z0{x}xnb<P!h9Z6ZN<qIN!>IPtm750APTr{{)RbvefWi8R@r+Sedzl~}bYrYZm0qUo
zgQk|Y_9mAMz5&M~xDnd)Sn!sGDK}pHl)y>z)KN>D?}8nPHQKaH=6HJ(nb0h2kM4)2
zoDFvKq&u_hTyET*Wud*xJOt?Jts}K$(<%m2WD&TFOvi*7H1w&1j3(>K3A`aXR@W!4
zYlqF&fdD|@C<47%3j7M-g-jHKKe*Rz@MQCkm`kF>pxRz0!~3o{k;sg=Q`NhI(;T);
z+ad8RROKB<06oMvSYSypnhFnD3Rwgw>e9kieE1xPh@r$piD}$!`+gn|I3gL81WNu*
zEj-KfdHd6Jf%}Ofnm}6-R%oWI1K2jJ0q2vzXV16*JsS3p9&uzMM%BqLYKIk(*;c{*
zDa#yD&*DR#@WOFf^spqQeh{V$sI}eWxGXq!m!Z-A&0yaiG?mt$#V0P_p6YJNfC#EM
zNnpTdLky8V$tnBux~iG{St0?P5NK!y9W*#utBGGYqevy{*=$^zxGYj|g@a`%VA?)L
zw=*3j5SJW}S1Pf^ab^H^#X*3I)`H$fMhbv3YcQKKJlVReL|HVjbqt>FOnFV=W0XM;
z`RY*=l>VaV5KKcqWi<aM-a3gcjau+@;2ApJmZu*jwXSqiI9ObO-D`kenz-Z@p4|o(
zw()5pzXtK6-Y5z#ITQBx;;*Dph>G8|?jS|!OrS2VA)hfT-X6h@MDx-IB=;XJa)KT6
zROXKQ<i*M22wzpiQh)+OOn~6LBW1Qql}u%HC<yj2Qgf|m(yE|NG$(_QPZKngsf(^(
z7C6ihY0$Kzf3f1?q<i_SKcK@$OqX?@<Q2yr07;YzQqs_XBt>J_9t1H|U3b&?7|*C+
zjOvaJ*N4&D%TJp}+nK&M{66;%s|t=J3QI(R1LG^KfWp%P8rGuBaH!y&ciZ}kN1c62
zL-WpP4hDJz-Ha^#O2iH@Y}=qEXZ=U@jquD|4!5@~8B$(u25-jFw9|~uSU;#q0#ozA
z>PgECt^WH`;ol9#Vh+dfNXLW4#^p$fC#|y4MJ7FU_9Z15BZt?AWVRf+n#Lv)ljDJ9
zD<~d$5t`Y!x*LB#S2>El_@p8`{UmZ+Sh7;}6j}QY&zb}*EKHQx$(on<oqDVF<xy&A
zAl{a{;Z6f<6%~`>Rsj6Wk4B5oTw=bs3Opz*%Vfxdebsn1>f15rML<~5m;VZSQ&C)E
z2Nj>Jst&s>TUg4ZuAR-CBP@wB&ZgRf#to(qZwfQro}xDu^?XCS1^tXiS?JVCaHN|u
z13Q^T7zFE&{a2#u(Jf(dkH3*re9KMDuU%`vlQK#o3HV1Grm;(cRU5RpOsei%BP!}v
ztW3)5$Ag|aeiPq{MN$XpeYm=N*bzVJ(m!WDV95g+(AMP00FWq8){`tc$GhL#mzHxh
z;=%SMw9KuK=)iMTx`5(8_ky4Hfke{QBy6d72^QgY1^B?0fn-Av_bY69PI!&m^ENGC
zw6t`~s?{@&XIwN~4FginISqKp4d#aimXkf*6PATtrQ27PEULY;3Dzo3cx&sP<p*o`
zy=135QNY@@`G-2Uw`FtM4EHfkxj&XMYNZp`GQU#)!^^5hI`GI#$+6U*uxxEy!cM%&
zBHSQeHMJ>docaCcbqTA(JO8;oz2-N?&c>iD)-HZ1t`bCBS;cMP^y@2CI&a`sWKnG9
zp(d%ZZzzh-b$|P=EJvohS<lT*yS(grP>|Wj)|;+B8?XG3*7{&D`{pw1_M>6FN?JR*
zYH*CPQ%7dy`i5;%8L!5xOTyUzut;Vb8(fapMWfO6C-kem2$R-(a9ng1oxq2sM@+_a
zjsyHL5-stz5|}4zVnKTvducIikTq@Bit7!-x7@h?TlYE~pZ$18H4#rNd3Cd@TFOP`
za3)U5l0T?nvgM<~hH%kkes71+qV`^ym`+W#g)9VP-q0Exj4WybFv3@2SD5;FVHs&;
z?}&`_2)bP&f!xgIp(zYv989?;!pk4!gp*P!TpajvIAyIi(JP-y2LyA=rYDY!8T&XD
zRPO!hdFZgtJAz49xpO;7$P|-(n>PC%=83L|2!FvUOW_%|=e$!)CIqf14|LRY7-SNk
z1~u<ZAlLZm{IJszc^AlSNE5xYykkEd1Hv(cdK2-~#f5Q3Rx`6D@2-KMEIk2`*#-O1
zzJvC<$$L_(bIWL(ombIIX=P@XTY`9#+C#KEp3%^`9EYne#IwGy|BHh4$Ym+O!AY22
ze|>uWV4OiJz)!?Bi~g?4H_j~fU?^vyvd-&->}>B}TsUwQ@_ESzM>A1IMeV>Ldf@@Z
z&Q7q>^%?id=ZR+AteIu(FfQF5;Xd01Q5cfNh*h1I?%_XxY;%6~$-9Wx6W4mmb3g3e
zcPg!89thXmxN3&hFtRcoKb*T{bH}o=hIA-pAvAe<n=DG;aVzt9&)V5H?1#nDg_5=%
zfZcoWGFmyZJR~#^Vn^4yCgv-zrqY1fg{f>NW$>j#S(Wv8@7T^=Nlr)Cn6J=+=V)o&
zpsM_FjOwvm_@NdC&^nJ$$q=`1^^3PvKOUMeO_-_8D-0oCi@~1wLt=YEDO+XW1aXjj
zp5R=MgFlR3486QgT9h5=DLM}MW%i%-r90tHH5<kp*;U#TAI+}C*{ypuynHC9k}Lf=
zd%@#P4On~)oOFKoh>`%@M)9$%tffvzas=!fY<fR_c;XZAPD8qObV4)nx%QMgw}0J-
zKUv<<^Cj7Y2CFKZ{p_!MYL#9$W%uJqMnTM@?dchr##a)!AC{DmOIJBVz{uwgSm@W%
zCmjC10MK@(k%L%(yK(SW5P%kgd4Jb^qb95Z_-IAX;zn|Uox*dzUUIr&KOiaA2glTI
zxYlHQS&ME|)foHmV2qF1&&mCOsBLx0Nyj%a+?57e>vVlXRg8;1+C^b+@ZP-ZzK4~E
zR3px>CS|j>#>2aI$?eSn^9i4xtW}tIxRm?Tf+wvrY~?nrP3Frltai@n_B|dn;uTB=
ztx>N^b&T9buf6(^xY9)QxGJ`NSd=UJ&S;f=In^TkGCs}l>OcZoePThq-5IlKJi(DY
zPzDWB&6=Rs&egJ;Fs%e|Q&Y79>pxixjaPAIGTbKDB?#4+AW2rKd*Oz1H}@bnVq+Es
zb{@8o^)?#qOZy_(KY#kFP0It4UXoyp^*B`hw%qMY_x9=qK5m+mmwH)P5TNou89)i|
z6@;2}o%MgC<J#rjK=O1xQw>Xy;ky1F`G<&}Zu^jJ<Vqex2Ql@{a_`(+a#RWLnTJ6{
zi@#tTX@}KvBSo?xZFeDTUskT04h#OBN)t~b0%<%$&nDFMvgk4m&80O2XB4bPF3Zqr
z*^yg$vXXJwvkZnh`pD(sEoK*?nz>_!8;9TNHfK<?YH_k6Gz^H~c*pc`hbQ!Ne_6WO
z6aanH>^npK8SgpaAApgMdS`QCN&B6wAA<A36-@{^X%*G?8O14w#ARv`{BWy?&c5YM
zzTb;$Z!6#Xzr4SxQ}|*XPjKDzqH%XFZ`-u+A$aha58S;~X_ZT9w=9^dWogvDrl&3B
z^=v}GlRdZT`|r5lY5r@X^I29N?outR7FJUCYw_K+&psA-!MntMs@IP#QN`nlCA<Ev
z9B&he>p!G$;pNZTgI`#4mp{#nC!q~AH16wu7ZnhNOE?$i<`ytIJrCyf6ei?3mEkW7
zGcl=iZ~!)z)6Su9xBTr&?i#yRh#i(@Jk}WHmWK$6>Gl`Iv0w(65vD9gew7KT!qmJw
z5A58gqD^S$8<j`s(o{~yB)(2>DIQM@O}gW_0DV|~$k2bI#3x^#w)}bDg(?cj9j77J
z{k<FY@yy6Vq0*=E(>_`F+3rh^oVis){FR@<%MT76k_jcEXfFe<vg~-{bU#Q++d$DX
zr+xEYzxEmvIs1y@mQQY8#V&FdHbKwtNljTB{T-Uk&0l}(BoV*){4)WdkK14f<-yGM
z(96MhcV|Km*d)U?Dc3zM{sWC)Cb?~S4_T-GZsoH|Zaoy>=BtGK`IPzC3sr1~f{aN#
ze5@NQfBN7LM$236T<eJ}6r}=2RAy__)1FSP#M}nZMN;GZeuqy9hfhBiu5Mp1DCHUG
zdYgYZFT|lXqheYTs9#a1Dg@xQlSvW*=q*Y}2;}~@xI>K@*(7R5LA?C;H7xXkIyP#!
zl}pWjKBx1EUMzo9{SN=Oq}uM*k3$7-YtD~@k^?zUWQl#=|II-#P#juZJ}Ikk#9*I;
z5fB1dPg^Dy-VRU5otZM5^Lq2(A3$bIXeY*%P~Lp!ZJS9<<=fYe&*myh*qZp;OqDzI
zo>aYZ{x9i%D)`c#!{Ts;SrL27X${iYoj&lhYv8XhMrL!?1nC`+&V3vA#&C%eJ+Du-
zz17ka{o0e}W5%>)nZ|_(%4qIJmd^()!^;=-Vm)(_#mtAsSX;Fwg4&mCM)NY0sM}W`
zupo(IzLHb-sH3LLhHFtZKQG_9Tu=B&(BcV`yXr6oZ?w;{nbbct<GQCOyF_h3#8xAR
zTU+y=gczf$<qb<1WY+cn+|2?tp!U+_)6rxxwh^ID+Yd2I!zJyeBNul2mS6TqG7R<w
z8xKC8tp8nP_`&q|-HMXRV=eqfEbTpqS1Oz;4BSPmGy30ZdRko`j94E+uK9UhmTgl!
z7qzDLtOA_IVwBtN?z?+W8YhZZ;V)%pKq|$*nt*tZ68J8++DBxOv-lpbVv>lWWs~xV
z*zcv^ZfHG8hX&-RY4D1Wt5Zy!$*9QzzM)1+Dj49{XP><Q7RGwMI&3??M3|Iab49?R
z_&$7Y!?mMtFG_B{{^+H6dd2Qd{lmWC#z)~#w-?VJ86zt=p&Nk{X55VSeB&hE_)#kA
zulKeJ^u*wshI5hRiHg>*_JC8NiVip<3t-By`BjG@lx{1$AjZaUdC-VVeHQ1-RI1P8
zq~nYDLTX6)v<pfH>?W%cz3<_V?V|Ngdga=Ejq-a3T>acm((bQDn<`aP&+ik}l_udu
zPqr&DCl-&iohfkfGu$*XY+6$8z+Fn<nafQ0tF%v$y65Df3g`XzLsWQPCEtskI9=<-
zzo%12H!J=DEN`I>?UY`Rb)HY|^35+FrkNcPts;JmG~E(%0TX`+E0s2HUJSS@ePW%|
z;4tx1`3)I3FVS2LNJ-9`@xx%|ZI@FkW3rF-PUK7f0sN)zhjK+fTP2OZys%o068c|=
z>E^}r@ZQtit#3A19BcgUQU7t_h3+l>VlEpoAKJ7>(O!R+idLg-rpAhLBS~6^uTOhc
zE!pgq9>@Jf`nPB<P<EIU=m5KE;|)joR`geXOx>&rUuvq|UA**A)?97pVg8iv_n2?>
ziZO4>*M6>713n<~^J9U37w<aw%|=)pNX)d42iw(OE~iFpUg-}t5MGCfGi`IZK>h*R
z_LFAk2LiYcu=^0+texpA<UuFu4-P}GOK$3f@Gb1d8bqo>dt*Ez;eYvl{MB$n{CIb7
zuYga@b;7`{`*z^i?(XEIG4bY0xyPWW55nbRb2C^0C4K4eoP$`JJyR;~IWLPmOGko0
z$pAmH!Bd~)=cH#|qTyo<s`YPNrDvX(8Vm1kT+e0LkgE0y{$@28dqa*;=%r`5@lxrs
z1V>q>vq@z8#mjR6zXPEF;>CMn-TYB-lug6M#_Z8M3hO_B%a@N+e8eJ~;E!vi6+5D5
z71Rl`AO8`~zqjSz+?sni78zkMsrA#kapWIhm&#Gz;+;QKsp)7YUT8&se5b6SQmM=n
zhV>k8upB5^^fNCip1hl)=TcEKerNEGjaBf+*b)0>3nR24@kdLU<d5sQR}wo#OzGcF
zD31Q05#gO#0H?KkgpG;&6|!25&r~&=QO>1?dbEF&>3HJpCKK(0U(7V<c=&r|hyvMa
zkLg|2$F|2sF1qE<^hY*YtV}G#r59V=rOs-*6<a1ph|h7sC1gX>?6HRI*gR%Y<Wej4
zSB{JP2^Qb%qY>c#-Kgqu6J%d&gZt4OpZPbXo_*uJGOtqy!?H1Ap*G*)&&`LrZ=k4C
zjqoozZco~_vt$Rqe&t>HGT!J~_lmdLT|Thd#qky9<p<rThMj%Dcwaetqdvg+yf7d9
zV?<`}^nd+dJ#{|sX|wjkYU(>>!qI~YUc4ON2jD~b@+LoK-{d=H7r`u~#B`=i!Cb4-
z?`9mDVqx(#8GMcjdHW!E??|I?^X2~kUP4YR{F?sMzig~Y+<h6Yz7_n*`gY>eUjc8L
zsn&`+FRwmsG9T%9xEZ;%i`UlKNMh0lpw?WJ+v&E##J}l~WO-Muu2mOyl8almEF0pt
zy#uXx4z4)f`~F~}@#zF_b(2Xg+P|P=NxK*YrdvL<kqfJHAlz~K5TKG59B~JMuBd33
z`S`Z1k;q%2$??tn)GGgWifp=pj;o_ELN!5NZ(#K1+s+S<dq1)Cw?=;G4%|)}xP8eC
zVmj!&ru)@#EsUc{!=5Qgl85WGe4gd$`A_7x4t49&;ofjHPbY;9#H&I3B{6}JAIYQG
z`o|APIWsi|w1>Vvzh#yj*>7LAkU9>xyTr-$y(J)@P~-LD)!(5H53jksP%6!{9Gh~p
zFAyg15DeXQazyEL!6+R)<Awn~)aHh^DhM-`B@cq;o$>a}6U)^gVY1F0hUeDz5APT#
z8JQSwrA?SBFU?06Q?e@r!zkwXds}atN|xWs<8Qi48Bdt%epA@}OBrHRF^Bzy(Y1d`
zY5LCD=sMZ*{P`w$4ruz|=lp{WsIh>FBhtV4xj27Ps+Q5UC2V6KdhlES9aq%R2M!<7
zUEADU=Y9t7N#7SpinjXBT|M;@y)mv&Wh`99v2=7zN~;KVsHXnh-@)Y|c+zh_27ylM
z47<hjs@l($h&a%hJ*xY1e*z(bm2HLfcZiImi>G5BufU+7l+;h1F!_X5jQlhR(lLwE
zO{D>9c~Zd06>qu1GZaZYb_s}EqK6PpW<=z$Ssg3}eyPU{vgrL}rXAl9MM<s5q8&&R
z984Ftgk16ZyqnJ8x}WmQE)Rh#Sap=|&zdpV1SZ8Z>|zJwz9fecc~gmLFml1d;3Y|_
ze;q><l!F6`#uRy2^+R9@gpdp&2OveMaZ&Js6}jWcM311!1e_y%b%y}^vq*hkU&j^X
zk+SLQqGlL2sS7Sb^^6zMZSwkqgXIPHI-0?KoyueIu7*MK>{&=!b38CC$J0}e{JzLm
zx2s1D7+o68Ri@i1h~#HSvik|t&x=GL6@$A3!L$*KSn!TGslgYWfkUwaZF}GZSr{Db
zt7%Kq;2eBj8oJK_>tHrw7xSYP)6Gy8=OHie-q1boVQW_-x1-W%Vd?Di0TVQN1wHf;
zJiEKCziFKzbr}kR#}}$J<RnE&lLwWR6~0Qk`wcru>p?I7(-#NlnK(fm>6&H5!<J>r
zeo%lPBz7hark-oCzvMKI+sfupZ?PU=jyG4m?)uJQQ;f?j(WQAt-yu|YiBSZ~&mWe`
zD9{}YrUGI4lFt2Lq{QpC*Dec3W_j0I$5&!*PriR(Iax?8#QYL5WkcyKoVzjE+toQW
zZ6GF_BqvQG=Wb-adL{dkD1o>^ND2}*=9bb@WnfkkgW)`>D@YTO*WFDm*d4c71zlR2
zDEnLBQROA3Z2k3W)oTFwLo=$o%Rs$E)EKCEavp|%*p`Z*QW~`E8UNUeKsx1t$t(o~
zKxbFMZyI38vdXp8FJY%am$8>krD)&YJ<;ys-7>z{rmkHPq|$r}7h|~X!M$N}>QC15
zbrm!HdcQEyB)S_&GkFL(KOrzAfa!QQd5#@&sm0jqv<$Lp$@VPUFmXXfsIy<z7g$O+
zZV5@IvqxZ)lNk7Zm=it7n>T-qPK;%S8(Vv!wbQbt!}$SFjCv9jJ7B;S)*shI3RQ-7
zAN4>ZQpK{-sVh4$I>^R6nor2<J-p|B`L;f(W~BEpsm%H6gHzQfx0z^|pzMO7@lRXI
zIxSC4+1qbSWan^C-WW3`SVvJfX4s3QE=2Io>?#;{C1J@+$R`-SO#F=Ae-)WuXjo^Z
zXyfmd*i;){8c2-A)#)-ac?KU4p^~51Xm*y@hG!Ke&D%U8-Q%&>{C}RKSn%8$^<%sh
z>rag1^F$3Gw_J{eRgA)ns+MP&$fue_WJac%IEXehZ)>Q1Iqlxktl!j?#@tdV%UKKK
z36~4mWE@(Io{i(YJ~>{lYj`3e-k}whg_AT;9$!1_8ZP3j%XCyDL*o@OyTI;XAYFo3
zfTHkfr0$aP+R2W-YR_MQX7?a}mMn`81GzC}IY=_o?-T{vT{}W}$qzGPc7p!_0IV>?
z5)F6<kj^`UO5m_P+JW&2?ysm8vM0ckLsLG`JMgWA@sOEK00|7f0ZReNXY3)6lfDof
z21^pC2j=xp3n}!{gS$Gju$(JreLFGOxGouI)U;2m{vLs8mz`-Iy{JvonM7kXbRuS(
zm#_my3Ig=c`ucIl(>}@kU3_fUp}fFYU4i9kM;~HS5;>ip7o(sI_GS&nrZdJZ;3SP`
z!Mq|Uc{&2Dh~&NM$l1w)1GNerj~5WOQP@FV410-YPmIy77)$5$<qr{n&<K8?G*Z}L
za4bR}4dIv6RvKD4r%Y>pX6eO}l0FTg2X~KT1Cn-0b_t62!7dK-imA)?z=A;vEJF+?
zqNz-JlYv-k?_Q;n>sR<~PheR|;Nu<^{uB6Qv^CY{r7}V~t#B(kw;$OXNbc*|M+k{U
zwF>UXCG?t|gixc`{{ZTge}F+U)y(onTTrHE>hHs})5DnK&!37$TqsjfF`q_BW14S0
z0_ZLTJ;Fp(@H3fWh{xAeY-Ah<Ss0f=0*wkdTQ3<$RK~O}h$EQSM+R~lQCnZM5naX?
zbF@T2=Itx3aPr&3XFGAhxNX=%QDi7NPxyjH=#bhA?zCLa|3sMz_y=f(+l=YEr2%?e
zyhm|6A%iipp~#H(-k~oY<D3{EPr9sXDhucId1LBmJ2L6)7<vWWPi{wNtcD1DqP}bY
z^45bx2pLPJm4$filMq<S0<}?|(O5Xw)hYBAn64V3%Oq5$xi%wr@h6~5Odm)qCkRA!
zk*9ZINsHPMWIkuGJ?rrh%Si&f>3VOvZ33w^f-XJ)Mwm7^B9g)E5me*}*pnet5kAYJ
zdf{TLn#FUJtj4>j4NMEbiZ~#APP@rXn69{Vf6YC4#IhKCWd}?no^T-U>wFj38#f=^
zM}Z^|1(LSyBa+dSl-~gA_pBSLKq9O#?%1+~$rm(<q1ly*_Hq!;ql_h%R2nS24%|=K
zJ;mv(b$9W@pxz;zSaGE@Y&Ro2(=<xT2*;8xCI?zm8U$rwr+a_Daa>8@OK6Q-=uc9R
z)wgB&%@Ult+`Y0b*R$-yGpnrmrJJQ^4HPd<?N>ml!^hx))IanHc0>}ui#>At$!=?!
zd?$wp0N8g%m1Wc|$E?spD(#`F(BPTKf<FLUXTq+0CuWA;1@RltL&ktZ00I>i5U&p1
z6Xg{oGA|>g%)oTvc$VBHtG|3m&GQ?@2hR@2+Z+5R22)<<aKu2<Rn+3q`-+kV(Q~m_
zcoDG^ijs-Ul$YCy@WJrF6GSxU{Z;Ba!8q!kz|xnu+dQ4R978V)L=Ohb^Cn-+Q7DVr
zMy*8z#bt=nk+`@*!Wa0C+AQP#!a^JjabEVD(3QvMdH0O9N0H{dlJCiKJ1bi&cHY+Z
zq?bx6&=2n2L6H;YsnoZbySWab=W?<P$t)axN_FCn!LlJjv(ViOuw$@TXw;MFx{Qth
z4Cg6D#GmVRN?8}xt+C8WU?^M)=v2iy^pn@zjyPBJU6N+pdU5w}6nj&-#>IrON0!Ng
z>Fm&~SR`Bf%3h(N+dZ8C+O_IxBi+u^{9^6Su;nH%cVv~0(oe@6RV8mxIJ5a3r}vM1
z(gKZd-$xm;P9h}i(zW$1I6hJ?6S(S|*|nPnQ=E%NH%v^K^yZH^jLF8GH)Wd=p@BKY
z4axCDDU<SW>kxpSQ=2<w^XK38v8i9d4dUb4*HCU0KHM{|pG;oNJ4CI@%<x%XoL%#d
zV_f0+AD1R&IE<utXKjsiT4nKH!H@P`qkZmO$w}6?PYiT)%Ze7=>JEx!fmJF-n1>d7
ze6Dcu(EY#4Cn}+RJM^8I7ghfNRR2Q5@}NuIEa|X&XpPTa4i^g%SIRC4A^EeU(K15q
zRXG!i==iCyh>H_)!!9w3aJ1+h(kB~oG}QkO@B#-q?Ofzkhy(GRFZ)A?9PlN1<5=Bo
zdl_g(-EU}0Tmpo5nxSbMJxgobOY-i~Jl=MB;zFydPxO)%3%<C|oBUg_M@AJyDQc!g
zu*p+hO37p%<sJsF)+F2!Sc@@ahIJI)BtU>M3})=oP`L*DQ9~gquUF1Oh8fW0g7U}=
zK9?PRXGD6aaZ;C1^oqkYJIyWvHM^F;yWg58PFM&|5(`k^K>qFyjUzQI+d~wfs+bu@
ze)XtSV48o3vUn&DMBI&v;*rm4+7(1PCNFoiYL0fQ^{}0VDkJ$B1!*{iVMPrKM|ALc
zR#_Brw-c(Clw8yfz-i$O0-(Nl&N>DPpw~5HrN7tfHKVwze7EBgs{bfq)+Y-l9xL$l
zXLr)@x-;`rKY_S(c|~+uYtqm(gs=O!+vjt(Jzzf*5&-Djn^786BgSg^CGhM*y_D%8
zN}b}3G}A}>gn-o$K8~2jAo7eo90;nLM)3kxBL~%UxG25H`VoVIqttC86DcN6uQu$E
z1#uuJsJsKN1!RF_d?Swcc3dDyjq=!`s5%U;pw!cmH_;cbmb~ELj|QK=){Sl#)Aa)-
zr8PEFsYgN+j)R@>RIZ-mj3k5$@30*Y3}BGnW6Q{{MHcU;7h^%s`r_%tA@uh8=s3)<
z1Aqc*ri(Y2&Z29G==`Hw&|9}?k4)K{=H!`1hS2IRhjuyA5batiGcJ7m5k7PrcuDyT
z1$oL2(udR>@5iqtK8Vyk-xq_BL8Kn=5sXT4kFkLYuIRILa~@>|<i*KqHD;0gk(fno
zMs_OchDStm4|?<u@OZ3~Pjwqz@DG5+4$?C0r*ajJLx;pUf`=X8?Gbz1X-`?zDjr#g
zTe%O2*63MoTA5Xoj61m~r$;#x=Es3t6IK!v8C&o%Bg@SMeTi}W>U_`6w`#HP31Lby
zjm|%-R5?+3-17>`Nw+=K*h&9uh;^BO1)OwEvlPAsJ$)8|06z)fpvifF)D3XtP!riK
z8OQ^Km<R_6ioqIDs<1)hWYW_i^~bjwEie03t<RQ>2a=!XTVGZ+F|e6<-=Q~kO?!ku
zMoF^9SQfrI$QGpu-1O7lAPY3{7@q}FOR5+U2I#0dOVgC`)r`BXobSHZ-R!&5j9!eY
z>Kxgz98d7_+Nw|RA{=?Nfcc$lU>xV<@{xFRp3>eD>)&X9um4;#DF^*!D<M{ms^va>
zf*DWxWZcE(Ik>dU9!bf=U(!qPQl)X+w@oy-TAt4kuvVUG`MTBB@yv)oUx3l)PQFi{
zX-+WdK<!Lb5uilUO7FdA)Y2pSkjLX){y_uD>B^e2@o?$P$%j_RnF9M)<giwvr1$nz
zOKgXJE!XWk69?J9&=SsN=DCX=547$PIB~1c|8a4;0S>K4J3>9A&);M2xPk_28K)y2
zZhW(!Zh4SClY3OrFwU)<mg%cNyQ}&$h^t{!y*(=Sx#o|TRu$^U7!y4s&9jCaPbD4W
z&(8(zi}4@!bx;G3yzKr{k5$la(G8B5-y**l>_k5pWm!yqu5V8SwSED!Gf4I``p5^@
z`O+&0NwzL>$FizPo?X5ey~L;oi-cu(DDQ=I20+R8rTYD7wv&mfdK|1sX6Ij@-8t|3
zFu00-PJ~r;caj9!`V&r15CY53;HkZ`!8sxQ{qkKrS!=OmAa1a4*fUh1TlM_dII5ev
zG>wG9#Kn1%ASv|^LL-}(@si-KAzOX9G`{X_hr{g^$9`Bk^71Ft;2LjcNE#UkV2v?o
zU4Gw>2u(>A<YMf~m<0qZ;OM3YnV_EZ_icneJ=+rMDN|Y`Eyit7_BvN2J3Eh(h5+J(
z5yutEZv$4wbovmUos!@|uNmM_NH;urHxI&zQQ(1r6v#93j>r975QmjPdxnnL{#2nL
zO~t>;gImbd<02UZyH>ku9ztzMUPKNA%}9`so1qz6-c4spU$~h2)U8QP@$|u`dzp2E
z^MILf3^<cjZMV4-%O`2TTQreQ(}_(|@q@3}i<M`7cpG2*eBj#4_3Elwoi}F2iY*}<
zbDCCu6+}rtJYH2o@{$yDA2?N#(z8#7Hzx631T1JVYq<@^t-A2_4GNrLXR!%f<r3Ln
z>9{(<_IUtpTLB=D0Sp#?9lL%9EJ9053;y39^~JT=*gcw|*NV>)!^QUY)V^Eme5-kP
z^HAw$ftqKtSYpGYt&Q=M$$JtWyw#r4%|&Rl=SCIkrswv8wW8WqAEn=wu_2fM5yyxO
zn8NHyl8A0bCxdH|zbXTV8ib&)8}9<=2V!6_436e>*bfAZpzvFj+AS^iwfN~?>xFLg
z7rf0vqT;m`3^C<F8X`0(6aFf8hCn>aQ@>Ubi1EgLZx3ph|HjIC8KYRxkQ1xvb1@i-
zK?d`LSscWYl;pw>pnd7<aya)O1ArC$EH|_VRmcPj@lGfAVZ<VnJI_^Js?oDuokQrf
zC<=mq?~0-WT#z0*ybfeNrz|ZAgkQY-lD^zi_3ZTl+k54OsUf|6_}{Kw0vsVUr3fLh
zs{|1JuxCff0I)C15pQ}3ISJga@|K9+@gg=sWFe7^Ssi;qZakZCBLkmlTXJD%U%DE=
zOQ4CmW<S6D%)M4HDKs|s;QAZ>rc&b!J#)zcsY5;YE0)$bODES+uS*SWhGtI%Tqo|{
z+{X8&Xm3b&Fp?M=m3^m-JPN|}Ogw(2TsF@AD)ORX>av@O{(EjM&DZR|lrmV$8vR>D
z-GatmN_Y*hU9FLbc<1)fYI}mqyvCaQW((09Z~vU6hWsp9B~c|gqZ4>A@#Z$i_>J2{
zxBFg%^lUsB3F?(2$9R^-T_Wcjb#dkM<3+{ta*#{+<MQPMP-U0|QA5&$<X9wwbc0X*
zn@>>3O9~GI2Q_IDKDyg-VAo{K^l8nzx{Hfn_5|vfLEWMhT*h)eyyAP2bC=3TQIp*5
zDIet<VESX~?5T~p%Wv5;sDt#i+R(}>WZ!^sTWNGBZydy@b;uwx3-TN!-jQ%V_skCJ
z$eB^lgq`GYLBz5Zl%qNB#xoQ(UXd<&QC;$lf3vzOx#YQo-MwcDy`gIg$s%H~K@kTY
zB=WO}h=@Y%f_iqMB%`4)qoJg>A#FBZ0zjimrwRac0ssK|SZ;syu7Wi05gA)HzXXg@
znnU**zthu4Q4~I>T&tj|!XT7a`72lMrmY&^Cj_D!+W1Ea$CG$dTMpQ#f}=_MMl<Vo
zA=j>(y^YH;HGg!y`WhZzZU@v!Q~X0z=bTV?T&YqMF;!KxKmK++AMp62|1Sf{>*hmA
zzJK51CmS}cf-K*Q{g?aAvg^O{@y$miRqJeXpQG5V2vrm2zkX=M$wlixKi}jm8+<0w
zH&BgD#6?7AvpDd`FgJ0etz2WDtM2WIxc$7O>ZeP^bmwjOGcCF|w(OoG<r31rbXl1V
zCs28e(MAsROSW_;y&UP&y<e$^LOuVl)!GUzH>*wy>4wCvA9>ZKRh1gjrEPaDHZ5vp
z$IZC#N5s-%oBK&tRKk(Gk@4oE{NHQC?!(X8A}ngFZlB%5S-1_H-?4CuUj2oW&Ly-=
z`5hWrKEIAppQ&sx`D~`WWXc@3p+xO+Nf}z2GNI|!@+?st%=*g;pm7G*i>cRvbL0CF
zdP-`LDbH)+MIo=4q!5+=01syJL&Q*ze=Z;R6YFc&i5BZ>506GVC#<A1pWSm;lI$$^
z{jk|6t4+K0Mx=QtBMYW$H_MTYr`_MO+T3jPk#8%u`s4h(d9jQm6O)dnf2*!Erf}#W
zMite)l78hVQzp^k-6F-gS&i-Np`jFY_x9ZJ={C>$utD=0J9=;>MRTak>Wj&BLlp}%
zJ&$H0ug5=ts%MfDO--%#X^ZtkQx<@Bt0|naui{38cJ_3x`L(2-L2c7UsN%~mjO;Z>
z!7qcLnGmwlKY+n`UUCUNDT&}feaLlYaTqf)L(N|CUuM4Hb;v69>0!{I*xe56`v7`C
z697;hRq7>8nfX4lx<A9RxWku0bWWbiKrl9qz?~(7ZyG@)f{pgpGoS~oUrX!*m{MOC
z+~@f+Nq21jSVfGRw9|&7_Ohn_maV&_$PMNy*<@e6wP91u=+ApA+FWJ%G~l4n;*gqc
zjH$7k{+yIH;>90y|8K?1wEk#=^FBAK-29fRbxZ}@H6QE&osHZ{$brRVk>S<*D%k!D
z+Qot4>jr<skX`*3F7l9WRG~~QE_%a;)G^2Q;U9qc+w@#fT@3uJeyXGIAAl0G6jfAv
zVX?n=5#&SC_BpL`prQi~?GHQl(7P4U9}o8bs!(36Uqn-fqz_eoksco1qFg<`NewQ(
zO0#ubL1C4Z&(5NMGNh#R*ZU~W|1$b?s*)YkqWSdih-rBAvtR!JV;(L;r}Gtuc4;pU
zqijr{p5AM@$b73L@O${T-@`rbvR%v0tsf0R?c<fCag4+1?KagzYrQ)keg;NuleSYn
zj9Ime-{t(VlpUS}V7&KoNiM^zgU#|N3pu$d7Ie>};TL^bY0F1X>(|XX*4BZI^cKip
zUf;(3s1RXQ<1F)~D_nWt0gdA+>yNi?N;(l<0t)qN%5Zle7I=g&7ob`~i@`hp4lBl7
zn8NAru$Jzfci#$M*H-iMidShP)=GlZ{CQtySY-9e%Qz!mc+N?-`<yG`kG}Y|#_$^M
z^h<LZVyQ9;>_%XfkakE%De1Ul-_;`DXCS7zz3%V3O5;=YCC@vgoWE&C8@Hkz{@{!C
zqYMlo;{rxPx2Lnfm@E$4OnVu{ghq<3h<<MX443QzjPZD%x;K4aP**plt7}M1*WrjA
z1@v?K*)vR4tgoM3QJz-peb;uqePpl=S-Dff<jsBSQCO>kL+GYYR;VvuTym=0hTewc
zKfuF?-07z1gkr}izIgMilg0(7s--)V8}s3xQ_nFB)8)Ao#}_^pR`r+ngI7s&*LP2|
z(&fNd8O;&f|Hs$4$1~mkaer(XE@7r3#<JPa;W8_xIj!W>Lg=WjFcBF>PC1)uY7TQK
zYAB&7q8K6#Yoj!UO6HU)7hz60q`B_z?{WWi|8x6e|Fg~a^ZvYE@8^>l*`^(|NnSF2
zmcxG6`=_&nbKvUZK9?cwKef|k#}AzSB<u-&;ZgIle4xS;(s!=NZM)%!Aq`bguWw8H
zQk*gZ?1{SlA^uxs|F|jSL4@Vz+~yNAV$uEH70=<TdG=49MNZpU1y0&~{Ji9slAQzS
zL4x#mLzGJ%3UCSg>V)i%uVLDPzPrv}5Bt@4PG4DkTow5?a_W-7i3_DOJ9d6HtSFEv
zcfI-h<zuSM-m)XEsemw2{iE5?fl1o%Nk!J*pxXE4nw>`94uSpO-)nJ3Oxw;lpXlB4
z=EF_D5yLlo#WIXg#pZt!G8#U&t(>nNb;R7s-PPap{b|}eps057{qB&rZ%Iw9UWjKu
z|25Q^S@@>9<w|~eiGH*~sqYtC!OoGm^|kq@lNa_#&T;&2KMgn=yL3AOka?5|FPwy3
zYH|JN9`!Ei(Vi)ns#76e2GtKna$R~~K*Hz8v_l%xndyImZ8ARCg>!*xSZ;<02Ahmd
z#{ZrV_9dZxb;BiKUdVv2Ka)SqLC%^Q*@<QjS!P#zM3*4H^%brfmEXjAoQQ6|_T2Y_
z?Y&p!V=~|?_w~#_-g6oJ{DJd6wBaQukEZjZC_rs+>kBcz<Bcrt7{c=EaKTQJfRB^K
zOdpvZfAl0$K&0QisSUb+3a{tbQx^>@?pK&4{?Fv)lE$!->4fQo8QUSBQIeBa@~s4|
z=+57%h&9WV<T_R(n$*pfPU!sosru58L(xPr+<d?}3Kh(zcA$&rK@z>#w4zNrq+^l#
z4>GW;5XDSyXk+tz(*??L8~k>(wvy%yuJFFyw5y#mN)x7P<H~|ke)m8ot)vedyC)&Q
zx<x$0)hvCY0H2nzFiJ7+S{a)sNifg>o}c`bgg!BO%>c%x{7TbtG`0bl;|z-<C_Xtd
ztveqDo1;yz+M)O?d9dYcw=iNSbhPC@Hd<%0X22`kj8%+C(>6R#UY87cX{W?0O~9d&
zq8+u}d=tEQO6P-2er6vX$wg!=A~m|^A(2E%f_m|UlD~<K)W0R?_5V1Mtk;Dv>L#_4
zlN&rD#~4})s|2tX6{_dJoACpA+J~W9k(&Gg-N%}2nGP_u89t^8P2_|s6m|ii<e+V;
zXzGjtJSo;TvdaR(Ytw{+yi`W;X^ReRMe;rQt9+GksP&++eO$<{6yN+T;t!%2mPL{c
zi_|u>^>fSw6~Ky?uyM{Ea=wnMqh8JftAdz}^&G;OmP7aElC0gLV^`XUp4r%fIVhf2
zSVNw%Rl%y7xfN&0p`-NT+ftl+DZDPod@`LFBEsPjli)$L?JQ5vRuvE56geyDEM<lB
zJacM6n>h`m0qAudIgfHZTmdrix`Lb!mj452z-w(V{S;Q{8H+y3k&C{w11q|m|3KbQ
zaLsIc*MKA+dkN!ZJB}L_X}A^7nL@lM;rQ&RViYYaI{gtMAb|Er{aVUZZR(M~9O1w8
z9d;d##%dZXj4P3{An=U7d<6e1ZxS~FyjLS1;e%#mVXR89`cvU8&vTxK0_K=~|5Pad
zwT%%{EyI$Al(xR;)B7i&4_K0L+17r~{sLn?@J5gs)Iq*HbldTY4nrHoT@Ke&Q)Dk(
z4g>r4*tI4D9X%TaFG^<(JbFoN{qbP<67<dI`szx>69&)olHl%c%xpI&#{jybhjd@H
z*6;T74#`W;uHT({rXq5Bf8}$oUD2^47oGY}o%5s_xEt#4eJ-1J*ztnXt!JqzO$?d6
z4M`=h?BkpJ{|Wy4L_fL#+Ix|1-M{~u+Vz{{c#3|z&F;|0Nm(}H1N~>mo0@M<%{<$s
z-v91j&u_Pj4mg)~B<uHA>`JnC^5}H>g79w7!<I7wZ|xPARoVO5UvQB7c6e`dKPb--
z{D7;NWQ>TAqx4Qe3^XSvn|E&f(m9(6Iw@lgZvARvCrSo~K#IY%HUuZXlW!mYu!g&8
z;s5UA@+tKysae#cr`aBNcV<ops^XUOvhrlrs@UES46Q#KJWghu8mu-gyI!rH(YJ@a
zP2Y$bW32k~BK7aJs6+i$1^IMdZ<QFwVAGL4N?SJ^7Z}Cb8rV3J9xW*xj}|J7syT>K
z6ij^W*Sba$4})B$Ea2u)3e!1Z+?GUVwMcUx)|#lWKuVh6L3}bh8S1l=#tQ-HpaT-|
zz>oOMfE;OG#@9vP!bfPXfs)LOPh!aHP*Z3)Q(66SX(kce;s@lY(j@b5h@RC6yWt6c
z4t711!{1=Kth%JcCnxJ+Z-`pMK(jNH0K|d@4*TSq!2;N_9OE*uO60GrMk5`TnuNH_
zxD^3a==ESGvXC<%<(fpMgd$~l#}TQ1^7E*eu2~J-tc9Voy#pKZDsA3AG%~%Ri}|-|
zqL+nj+JY#Kg1QE6NWZ>egDR!gXsnK=L|G<{f?!Rua_w@~WY{jJ=s^bpLDEE6B??5B
zw86g$8ze2Z#T!;1jgSmYFdUgauP{fJ$Jl!p0rXv}T&OZhAmT_%L(5c^#Z3s#5PZZw
zcuYftePYoJ9F!6tB>r;l)BVkRAkGz7ksWxx@y$Y!I$OZ{RP_HQSknJMubD=_fQk}j
z^VNk-<Lb#}P3f=E3v<g+%d97NTe!*34sa;{fr$0HB-wu-D5Vz8TR4l9ak>)}$!u|e
zW#)|8s5b8-`P>0a*|QffStozoe?>e_ZaA85?HYVycl54yM{kMilZtwS{pyDfc}|J#
z`rWPV7N@4q&~Dr_79VxWDpjMkcnRf=pi_qELyg_4|AAyPe*+oX*k0QE;f<e7|A9s{
zpG{#8pnpWclTG}a*d&|@DaXX+4wE-wJEq&($1&S<BY0-6%w{7c1KJavY2RX5(ARNx
zHkskI>`7kyWu0<sn=lK1N{x9Jn=FfmwF}L9SRx88DK`B^G&@O*YK=`&<_Y7wu&o{1
z1l?iFiGt}3g*5IW4Qc4Q$pc)KTq22)1@P)x#&q<g$&$>u6@sM3oYgK-jg?i>NQr7=
zGgjax(Q+UBH;5{*-(pdm(B_*H2raAP4Pi6zgZLFZ(l3&z8~;2!ZNSzRHW+T6v7M#?
zYc+AUnX?&E(b-VdfZ~~IaoJ{YmUZhI!7X1fHRB)B&z!?ESfkf!WnHE+!@`RPvQZcp
zxxU{yC@nITs2VSpbO^HS$jlWzmsTIswt0|SCL!B@T|5-);tk5iw*w23<QxRwt^-B=
z!%Z#%idzqaE_CLM+%$uiQv`m^B4|;%JM*D5#%PnGtA!?UYihK#LHIGV(I3~aHb={x
znMi*W7oh{QWCnw}sagW+hI}RtvT6(o0`b}iToV;WVG_Z}!%pS*0wPT)*31}VugR>+
z`Cw#-Tq!rjW-i){K1U(wgd1c316`X<@3yWHb(#~$^6^OdBxRswLe?En1EOHdPR5Xw
zse(O4d7U{DyE@w{pA;=8sN>^SK&#BQL7Ps9Z{`N=PtK^f7B8kp(Jd`=CKCnmqlAwV
zL3;5?NEP_dhPV!JFsGR>mI}Em*1Xv4xXJL*Ae!ZM-HM2pS0mXmUrzL17dhpY733>`
zvTff!@;aCXo>ue#!j_;_fWjcE(bRRMzuD|6pF35bc_*Z|-0{W}U5GJj2+jSQ0Le(T
z)%dkNReH|1|Lj@O#Ye~9o$z=-Pz)R#eEE6&`XTMT*^f>tZP9O}!ljf47H31wzN{P@
z?fP)vb1%bzsy=gQ`#2;C;Rceilww|bnjFe)H2OAam3Yx;^LwAm)b=~a0uJqq3d_Fp
z<ovE<oX6K>>tqzB@r%n7VDP6HC$)%Q?cY7G#Gg3OQ#I+~z03b!D!TYVd9p%4P2zJF
zL~6TD?U-u80GGd>ZDvKbSzv4Q{6!e@m%vqte1N-L`^`ztarQ^7Dr!iB?Mp32>p{b7
zXJM9I8e9-FlINo25=14a$;q>jcFs1UxE^^H9L}6b!FJ9&N9C+&xTQoAB^+a#xd<I2
z;@Hb=t|$3((1mH{DaK0T*ATv$mY2|(>%68*O`db`b&0`oENj68SmR1(o?#9#e-y`p
zXfC4d^R>FOReORzq7qw;A@cbv`8n-^gx<JpB87T?jf<4Xpn?)!6qeXVLE{vrQRd&A
zd`tlT$qbT&1ILAoHsagpB5d6px|^pdRWLT|Q8ZD2tS*_ScLCewysc}uz(X)Za})zD
zX#H3qQ1mdSY?Sy}EeugWkws#9r`1@LF$&0Ve26)9^WzrdN>q?`x1XtHo4GLhpHSM2
z4~QW&11D<Edz3)qGIcgoV95oU#F+&cAh*WTVQHhP6b^SXg#_B#6W=ZLAANl)z0o96
z4q^x4W1@_`W`M2bed_nQ<``2=t3<Y)%|O(2hB|#>E?i3{Q-qC|3RN&@=doF6NS$q>
zGIym&*6If(nrqb_O9?`>06|u7XzbR9qWHFrjlyw)pBWd`YKCv+ZP<+Xg|{1HQGd)}
zngh|@S2hGPSvaPyB{R!R>Ilr-{Q&kFUgs=EcNQ)B|B)H73zeaZtkwsT+3;fMfR4H*
zQ+nM7{%0(wg(TsfZcASs<=_fNkoM^%(QXfPE5LwNSIb#03M&Dt{c#+~v95MNt2A{j
z>Fkg|!D?|b`BF1cXUFUyGS-%?l-%zem&T59V+iBYAAyvjU`b{hLKP6Kl}mlu+*2p(
zya__xXfjS1li!%dTL)<57%OJum)Wp79%Z>eM-EtzjHMGP0ay`MgGEGiNp=SpjQGcl
zc&*N%C9`zUERHBom}NRU`-Ph`cm-)`bn~{JFd`jn<sUa+1`!fvL>g+bKPV_{V<+}H
zt<_E*gDjj_&!>;zvZFmI;5jpq97HTMQK2Ebr7yspjN}>+1*zL&uXy4=kkgq{74^>d
z`WR=ZS5ts}g6F%2r3Z$C)%y)y2UJtmTyqApeCdMN{h!&KsayKbI|9Ac`?udccy*^;
ziks}&M^ppFvnj6X;;cuA@KVFeZtUZEv^J`4;$^46;k}iCYU5MOBPGu-6dgWR@#XfL
zyOT$05nJoB|GKreujqE$mN%+NPdg>=Z%cyvx8I{K_PBkbR?i+j7JC1QSDu->qet%r
z@6TO_PRf3$E6RId<d|D!=!&EX%A9)jX#uFb6tru$`xbDdTo&Lfj^bH8t~|N%DoZ0O
z>AGk5VZ%ak?XpPG-F|D&x!IjrwzfnY>dOc8EBL~;Q^YkTg`|5O4`^XYxMVz5C!ug5
zod=dx3C5s<p#2z7#)dy1c$y@ll2NTAL>N|5kS$|QK*3>2Ch`JWzM_z5U%=Ji{|S>x
zXRlB7WHbu*R}Fz=GUgI265jgCCs{<}wQ@iXh-NQAhQ))PkW}R};T3o0j7oQUo;EDH
zeL%mU&h%v-C&}<`Q?GjU-Lg~z$X@=}BX0S}oi0otHoE-T#txF+fboyUW5`O(;u)rc
z7lo#KX++shxhvbnhb+Fu-ak>_vTkT_Y7RAmwm#uEtq}Dt3wF#$+5HU4%PiaD5qUr<
z*A{e$wImmItozf_754oEv}+T0eq<M2ZdV73p>G_vbG>oWx?Nz}Wc2IEk>C8;(W4y4
zkW;6#zDL}-U%|~eSNiY=Rq?mH{g0=|AN*3kdE(VC$U5(utQ!qNNB)wHRqy(GSP!RF
zWL2l@ee*i|;^(^&k6g=#0(fN(XSEOAJFA|p=yY=Mrn(-$ek!reu&@*+Ce67op-&9g
zJwe_6T_!ov-+y|_^Pi%pk1sr}T^hWyuPCp&;k?@S!VR~ZWz)Hz_o-Evy|6@S?U8@}
z>dap!tST()cNXLZdw(z+uG#vX^#LL{e!mf{k?_Qqu`}?@`+~}%-}6UT-t>=@OmI(t
z{{tEAX2_^K`;kX&1F1Z%xRD95oYb@P%_;uCGLnmI>*^YVF^US4adiNres$g-t8;5|
zNBbAECZpM7b|rm3o2EFq&s<JU{ReWJ^jW?-ytV1{^qJu55A|jDW%n)T?h<VKNUltk
zt&i!I|Lvfsr0PFIDtslV)96I(-tqSi(~o8gDuWI$JggpGzg7M+hAW@depsG$XaY2)
zt@r>s%`P*RKUp35zHeLiusFhV59!kZhVOgkn35J3<fCj=@m9}W?!KP7jU-(lnKAa|
zZ~8YVnjpEeLk=1_jdJ*GALrh~n=>$3f4sP7v6IlAHUr`1{5i9k*zO;bX3pKA?ceiy
zt}<wSEkVY~VaCLcr)JmDQpf~s;S;*9nzI<Iaer0(2uVZFpTWWE_Kd<>k!(1VT7)$0
zF2@c~I0GpOQU-S%YGpZ^B<)zJkWrDD*wsO%sT3s~KAwZqQl7S4k|n~~j>ursZ&bO&
z--g^S{+Kp@4GsxSE!EVNg%tJ5BxiE`oXrHlaR?4ZI;7W_f@3628z$i4j*KGR8*lS<
z5Lf1OwAZdY&X7rSYEg=R)pjzRHCwcuHfSOA7q-Xxg{QB^ZvwCs1-#V;t7%cs<x8tb
z+N`a?rWR|v6k8?C*aI)W(W>O0aP}O!i;&ixLbQuk3W38WjdY+v+13u7JrMiwVypzI
zQPc+#_C}4H-i=sQ?KAMKZoDs|nqJ#0&^|6>K&?wDtFTu9sW~QNWaN`Tj115Lm<|YG
zm!zp3(OZ@+qetpOyqYw|f+*cFMF(l~@$;unRSwrL+24ztG`!Nd^~+Q`)=mAB-~H1H
zVYh!qURtia-I=3&ymwD|$+X*@f2hq-q{g7k)X`)Pb$R(*`{c2ThPjZqGN5*|?Glw=
z)qSo0<ZxuEw}accXAzE6!#V>)_3j<+=eBQ@-Tdb%r`OZTEj9H4Qs2-)0VFR2QUZaH
zXd9>4AQeOEWh&3`yvUUDlx;gZG5Nvl)2`4h$Lrj#={}{wOfFmPO9dJ4hikkEJ@(4~
z^mUliN$MVujK^i|`|=^mHoOzxZ1)>n@-ah@3EONyTX3Zu&r7o&`)~h@z^h-`Pd?yi
z??@g9xEUB2*(=&(GH7#@YMKgQ4Mn5D`$$O5v_XFu2I&>cRMB#{omwzT1e_64LEEfI
z+gTx}=;Ml@DHG5ZSOX<5g9jND4L*+P4c7odCvVeoxcsypiUospPK1AMkXKg(Z2{7z
z|0PcU`+?d3FUm#J*9<$Y#Xl@oW^B_}7{%~EZhw5Hifl`#E`!N||M>I+b92z)wDrA!
z3;6Ge=@4hsld{$G?k;$$Q+!m#q2cfk)VKcH{MNrWO{na`2h|@eS}V$$maJapnjJrz
z^y!$~tw)c8SSL;@ct)6gs&o6kr9Qx&yhZQjxO(rIhgIJY{BIYc8&94OuCG6}JMV4T
z^x(#|%X1!|Pk!nrJPI@lybyCVV)7qapl8P3BY|#R$FZn~k)&G6Ib`~~NMwoeRh@&z
z8&iA#E`A@@n3QKrp_9nq2>XY>ZlZ%h7k?FgkAqw)GTC(qu~`=OubH!5oJqEqxlu;q
z!lb^<eq+S~qu9fDEmnTqAza>S_wrN37bCyo^G6VcMK^aJ*a^VhIeY5@{PJ8lxz|5>
zECqkM-uLefsd|}wzpbq!Hy=$+TeNm&&1U?&@dIPQ?$nCxGBIm2cO9Fv0a{f{CJ--j
z2p#qsk=<^Y>goH{9v|3Nf&}H9WUwIceKz(H=$nU<7}FG)gqmq@*!zG}%50*mQ2XhV
zYZ>MT-)X-!@ZLItA*9^^a|s}2u(PafB{^m$d<0UE8KxK6DGm!;N1v(8bd)(|)`|7m
zdO#z$Tj=JFEPkv$#@Lxw{#l&<{H@1NVa49MLEEZeLz1DBe-jRZ=(dskOVn>XOU=zS
zQRm#7jya5QX)GfwW`2^}UIxi30XZG=P?L>rwa4f^F8<T2ZeuUA&gX-Z!a652KzM#t
zh%+dEM*&kqY4LB^ybxFPGIZz5jHNlsD4}x{o*k)yO$qfMl<T$NQ-mO$$>1HQScA%=
zKC~t#7>DL7g{};uxAMo$Ft|UN!|t~}ovi>5r6q$V1q?dan9?%u=Mpdq%KR0jniyU%
zu4kIYWKX~)9BK2Um;bfN0m`NH%s!Tei62p*c&ffta})Q|3UQ_IrvpM(SbM)Y5c^9{
z=U~A*@N)f$lkYB8tt9=q3A8*bnok`3ee<l_iO<E4NzP?!%*lFx9;UVI^RK({>Ba{8
zhn3l-_4u$817=5$oR4U{ap&y!t<C)rZ*RR=%yr}BmLg>nO0H;t2{=i{ynjuSe*l7!
zhEX7jtyF5{oJm%_Q3ZVC&+j<}L;I@BKVEZ+`R0MTGxmMznvF*Vi)>2F!IK3>zF-7q
z!gwsq9G4n7)H=+0Mtng?&vY7oLj1~8tGa!wLC$E48i#n`+@AieMk9L-1%~&Z<YnC5
zSNg@a#3u=^P!18sP~QO+%mWdxZru5O`s4p}sO3f1qIL|I-w*k25I7gHufL`5fHFtq
zk?ZoZM5F@$AnWR=eRapZVnAv-!DlpHo;?=v;R|tF#k<%OQ+*AWhfl<tROj`t3|=(6
zb-S>xj`QZC=hlN~<J)E1licig7JpkR;A}dF)9u1{&XPRCI8$G$fg6~^RHdD(0ds>1
zvy|}fN8J0Dzkhzy*^(um)lVpJ4AnTLGrD$rZQ}cDLX2gFd3b4^u<1clAT~&+D)>Q3
z-*WE$_h%1mdA>I8_QdZ&bN|7Ht@WI<n8H%2@8eS0ZOn6vv82maJ%g&&cte93@rAR3
z>%n)gAFj(jZ>atBBI8Q4{CLUp*ou2tV{u%VtLUD7-7C%S9EE!G*|PK1C6Qg*mLINK
zr8qhE`A)>2{FE6L<b9L8gCwcj7ol4lHQ3}rdwB$YwJEf=Y3fna!|wO`r1g`zKQK*w
zrmYR9)`N>ay-aye>i_++=v0@eTD|VObJclgwf@Emw=@f%sH0WAs~6lOT81uHuR4AC
z>(iaxd7i&M{c=t%vno4w(Y^Y$>!g!vQN#B7R5Z3y4XUo?Lb1I5@%0o=*2i9HRZDq|
z3z9VsZ?ZxctcWR?_a(cHzG13*LpiY*`$&3ws%@1lE6WTJ<b05QbO#Hhv+EpZIyhiy
zJ1g_zcLcvi@L2FNVYXwtXQ}$T>GW+Lv!dW~Z)Bul4g_X!Nl#r~1l1UfB*ypD{cxtx
zYYTbwNutYiY_P)W7HT71lfkDfuY!KqaKDLbm=knSYu_w0`OOhe!=jD&l>*j~q}9>N
zrpv-$&i-}W)^Uri85<iqU@Jc|30{{VeWaN&POzAaE?!Wh=p_bBqvy-uX!|;FVRC-A
zaz|aUs+W`q2e5Zp$dC<3w6eNwK}H90b;!p)Xi@|5RTJMd7#d#qVg_YR({L-0mG2hR
zW?4jQ<QI<+EVj<0ujC8jHsnPC%&}rh4ZC<vfD)Pwu|%md-4rdZbVF4o3->#;3{jiI
z6h?u)WFLY@;v{XxE<>wXDq*3qKXCc12Ibh`YzrM;ju@jf<3F2+UB)&owFqjvZ7Hu6
z-8VhQqJ~sWe3K~D)ObBKNRnjXatZpsdm!j~dYfq$xre$sz*HHLFTfhhS8#P(CMca!
z#}OaWjCx6UON<5!o=m`_<uwE?Nz&(}Hf$>-eqwoJPW~Guqz2;%asH~o5Y$M9bBLsc
z%sEKDjxoO1gy6<vh|G(mNd*~wCOA|Jy<??K6^~=^N02OhhAOx<5{$8n%|z7x4za*D
z60o?U4iu5n>OZ0sT809^IFcF14M&zGA5x^mN7W8Z!a)AGKQ_Yku{Pp5Tz9qGCb^}c
zU`zw8kTw^$wN{csN>1ZXyARrAL5HL(Sy()3xmy;rp$nkGB8gnBE>*&rB(wZ{DKDAr
z?2mD&Rgsp+(`yD}*Q66!Wd;(pC`k^|Yjy=UXo627fd?D~%>O_M6EMqFZ8=m!sDEfw
zF@8pFgRQK<NN<^Nz{$pHj9!{CR#9}v4~Z|KGsDr8*Ne$@s*}-#jac7EI+5v8tG#zs
z&m_t?d<9&K9YxyG4;J3290@EctUtK)ZYyUn%%eU_mISqOM1#=TAf(|bs`bT$_0S``
zFOqUqUpCBx_s|vTIiJ7%-sv#xt9H=sdEu=m&&a1|XHV}vvd5wveA%F&>>;xJV5jw$
zeg#GJor8))$DMMo?OfKob!cj_Or02-py1|vx3ZU|polbZH_pLab<=XnRYOE>E1Ryo
z@bqzHb;TQ^>&DFpfupR)LyVfzl}8FrZnAD!xuqb`IQW7xa6fIOtNh!eU`d4Zu@PjM
z&SJu1=i8uEKAI}3g(Ch?q6_GAe)21$CL|q*&sF=NP*r(RT-qj3XvIx*=VOQ78<`H#
z9)Z*M9&5a|O`reSwT_EauQ0xE7pAnC75(nti29K{xuP0;WV!2<XGEt_XgT~p(4!oE
zSKE%RP~T1y`3@UBi?vRj@X_d;0&KY)0TPofgDhmiB|jXb8=+-E$n+fvNxj2;dDm5b
z)l`~1WNdN1O2R(Y9WR5Hj+;>Pe(#gmWlK%8nm!8LbRM{!KTcB2K3(j(s`{m}0JJ3=
z5DbqA*XB&o;?WqkyoftK8S?7fY@pNQCl|a8k+<Uym8+8!caa}g)T=p8TO!UNRXrSI
ze)j$P6L9j^0|&RPagRG{UJn8c+?>gVMky*j^3WjpqFr!npIC>kd?HMQ*Y@xF#A&Yl
z>*`%$$4^7~V-axgZSt(X{zF5`AdutjQA1<zhrPMitFV_}mJ-XK?P)0~dU)jQ*x_06
zlhUiyGG6hx(_tpd(8XO)cJ!Ommx--nJ&@HBR->3G8yieOPN>PVVFaS`lB$2LCbo8b
zlJ<OfZ=h>+NqjE7SI6+Ucc_E@-z8`8DXdRO7}7!8Q{@t10c2}z6n$ki4j#(Y7UIy_
z{-7dJ+JcT5mL8yItESv;AuErSx`VmUsa8y6w(@${jAOSKh0eiaQ4%d#B6DID<NU{v
ztP+!L_rt$t(b;N&$@u0YFG5o!7&Ag<En!SLwslo7l=%fRiQtZbH+zDj^sG9}5j~3T
znH&q>^!eCg6O(OngqUJ28+MS~B00HbJXT1?hAO1tHM2}La~k<dKjPlyOvH0WDH~$|
zbufTs<O*Dw*RZ2E3T89EW3Ik<_gaemy*+C4MnKwspgDaN?Q-~l%w~(%c!J;(L5ub&
z<9y<j)raEW<x`nbAJ>Iz|GXaWPW<xZKM;T0&?eowwfU!XBx5uCKzOsqg<#Wvynp&%
z8rfAJD0Q6fYgC*Xc6fCX{5ef#x5-s)N2ePXeM={TK26PrkToi7${QaT8Is(NdkiMM
ztr$jP$_lbQJ-BM+AD16{#c}@w-MBlTo~>NnUod+4Q?S+7;*en6{=L+y-P9xX4;<ap
zuc_x&ptD>_s`qV$@)#PJ*`_jY0HEYuHf6tP50ADs7fZk0-OLU@vv>9AP>^jE@6Y=k
zuJTm@XtcjVjM`Bns|ik3Ry_%<0TBe?$08x)CShR^xT;0ayY0<}4kfR#KQw9jwVofe
zU7eC;wjH~YwdjC3$(pvYbhuJfZ4`1AbGPYP_Z4xvu1Ca8o0`*C0oCE%7LUV$z|-K^
z?%(&TZsB?p3Iw_tcc&I7=bv7!KZ!43cOkkgUqB`k)=WZAl5PEk{^3~(1AH`h{PK(?
zd3tJkC+*H%^xg(lw{Z`Qj3b=&JXwgGAm3Ns06t!cw6<(zFHLg-+{qN|Z8fPS8=kDG
z>L(ArF-Fgaj04AUdJecvYvmhRiG)d*jL9E`TeiSE3Z!_tIDF7{^M>U@d#;d|kdxkk
zt!txOebl0<v_jz4AyAz8sBi#1uOz=BRbC?6YU@lkc8=|`%_qj_I1?k&B&-n!#p5uI
z8D}{fOoWNmnDL<`IW92snL?Z5OFDu8!Cyx3;!9SOmjua{4Wdv7V<clpK@-~sUKQcy
z%8sybtl7qu<PCYo(1KDHC4gJR^#bTGiD`vvx7rXBB*4ks#ft<R$GWKIq%Fc<Cv3(^
zvZHwZ*9?LDvT<cd%xSkVR>lK(S6^PH3CdU*r7^^t2u)?k$&u-rmai#V2?L#uY%pSM
z5?-)jw~n@_wC8GO`{R>Gd0YQX#DHs|*IfcYMgM_DF`=<44FReNH$W;iFze{7FjV8}
zX{3^>9(q!%CmFHAmlIqwz}RGCl+D;t2nKynM$(4yDj2<#`6bB5Cw%nM0rk521JCsC
zvaYo*-Ixlf%Y$dBJ6q-Yc$6J-E7*-x5PQ1^ymKzRxMS-vS5Xh^^PAeTh-(GyPNX~i
z%G(oet9cm)qSeYMC-?59y~-MQGc<5}_H*|?q<<0U&Wrjam#49+gOQ$T1K<DtXXfhh
zvX22P_o^BnZ=c?$eCUI^aRtqCSLey@=Wd<IZF`;d9SPr8Pn|kXDtn~6E7;-R;5_;V
zkJK^f?W6)#lU~`gvc_III6PsL%NphQ(<Wv8&}z}p#F;+<C-UllML|Cu_jGL-IgL0P
z+9~T_ra;~$ulx0oteXrHYvD%K%8HH8zysLHd|6vRT05@R@_sU~QjHq)Cv@A;0hVm5
zN+`(~D{Ia34K1_!V8c@ZC-7sL*+gxguSPN^%KU#6uk}TsP4C%Lm*N}CA5$u12qz|b
zpaHTjLoss@#7bsAABY5J61}lOu$37I9fRtD09%^qSwyQyf!9+cLj<}bmh-lJZh=HZ
zbmE7Z@nrJzi(8aGkZl0-E|xQijY;u`frI;q0-0F^FC@uAXCQ?*i?hII`47;okWoB^
zrJP!T_N%m#Ga=K9x2C4)0i`@mx2#dwD3o=Gi9b{`hn+---GFP(k<%m~`fol;d(RA!
zk1P}{_)7p(Fkq5-yqV=J9!SQc;IhEh<<Sw8ap<8iuT>p<vTn2mq-abKH-i@ZZ2X<t
zIZ99{{(`n;(X-IbX2!%|-+9}vf(6S3cyX8|cQr%(Q4$`xx(d;>Y*-ygZ%oZjED+N2
zmpFE7R!T+MAV)?9Z!WR;UmQ`W0!`qyjeu6tSWuCPW9K&~qF3@PGEFlpoFN#I!CD}G
zc#SE5YrDNbc4nCvETr(cDQvW5D{rhP{RXrE-A2?MVn*VJ{JXz9VY!wYV`EB;QLv6n
zj5eZ{(d`ScqM|yj!w10OStN5ov2GAZ$srSajl(Au&o4q|b;POwsC5-t{C%JRg`4qB
z!bHkBpyHX5I=Xe@cOA-95r{Id%GORpf%uWU8A#|O{u*C?!>dcvdMMhhcnCg`mM?T%
z$wzf|F+=Uf9c6u$C)fGy82d)Tm<G>l9V(gFeAoyM&rqJHS;w~ukbDR;bEv{@)0eDE
z8&^p3b@5(dApN}3<`avr^vnZK$c_0L(^W|Pb-PVk4v_)5=;Z(*Ya=$m^odz;KsLdx
zsAD}vNt3zG?dE~C=3)6DFaFwQIMDV16Y$zPQ8?n*)}>jjx7O-VC@{qI3|eN=8d|dL
z)Jx)p^2t~|vz#GjkmdDIVF$=jQ;1QS`e91X_yZqe&!B1`u*ug&Uvp~DC$TAwlA*OO
zd?uJ@NJ?&MW2V;*B!xkv(KG($W}u#dMEr`-5ld+`p%!-AHySHRH+04(B-$ECRfX;@
zhLw~*;VhoTUNaJ1MVyR%c{RnU>QmSB8DmVr2So<LW^1>sSCFwv+2+<w+_?|Vo-wDo
zr@60GzpWoLd%XSYdAt0_G~Vx%zrUkXX0LsE{Gfih;@#yk)nl5j6uw1!)84JUX9vR{
z{Ww?|n3GvmYM`H5*mbDz@GX?WmQwAubT=8%h&-!iv@R)%wW1fz{ricZ&Qkh6%HFR7
zlW*nT!N_!&o&J+kUMa8Q_nbHm=2fZ-jvOjLX_vpHHrdxWJ0jm7`-K0MV|qlN)hW|^
z`o8t)8zA9+HO96>4DB-2-vZ9LsxMb}dKQ*Hzbg)Y8u0S2(;znI_%YY^zRx$bBA%BT
z?p7?E2s-2;ze5%2O!PuDM<%D`voty-OX-~#ZVD-jrnPs^8hsjFzWMpX(>^n^A)t*y
ze<L^%Ogk!<ws@^k#^r-YtzoLT-Xd?U{JT9d;B4TVn80@x9#@U_m#y<J%{`7PGrD=e
z@WS43D#^A~G*aPq&_m~Fpi_=OZuFjB)6=qTS8P4*q<|H2^88p#gGa@cYFoQnBg;V_
z-by3e3GMeWvR`aPtGOOi4q1;+hRK5DF4Y2hGcWw~TV=%>`3#%nYc_-&($3}UQn3Ur
z;n;BLDLzpa`Z~oe0&is793?&{(~7T$asCe!(xS{0<28URSFKXU>9168L-e{T5MHW;
z578=ZOppj$u=q^Gp*!2K(=aGR&}wE9F4CjuMYHA6Io1KATE(&e7%dc~?X^NpEO{2y
zTy&2UcyC+egXag!_i+L*muWTZgx<?uI<Y^!<sWKLykWeN&GN}o&c8=*JY@DebS}nf
za;5jZW+KgH2^)l<X7`lKC6!Q<fJ(PL1--Z&*ZWucK?HT%o2oVw#&T0Pk@_&jbxg%J
zgZvwMNl=_gLDCx;gSq??eOTK~bFg}ZjEoHE4L0AWtp54NvDSB0RgXMrGRLYK+)DS>
z-%nA$p<1@f5%trFk*%N|9b2d?GgSV=^+|Jpo%N9TgyqkJMnPB7|91J@zx#98<>i0R
zTjEL1jS68x>EmB{)^2w{Wzgr0O8_)AwIEHidzK|(YB1V4y1`>=wm_5uShSsu9bR&W
zUT`|N@nD1L16+luH(RXHjp|{Lu%WTYId|c!yHf__X%M)|&Ebu}sbufO&XOt1P{kcT
zvur_-uE*yLShYzb<Ts|~U*0zmTDPw^cliez9Z)Vl-*c?4?CRB*Ttw4=)T+U4@aMUs
zdp`|sFEvX&UvVkkUj4Y!%iN@IOLvo@Wi||?CNz#=2o`RdrlnZb={)jz@JKVh&Z6(J
zXE3L33r8HR4~%5UlstV0x8Bk$l2ficU2vo6<2>SRg74jTt$Ds-Vvm=1&Tlh4c=F4m
z%SPLN?%6p@{Nh6X;#pmC?!~LiuBY5T89qJLdo|(xa(ZBc&)a3n^iAa{%NIKf`h!sS
zLz=yFsxy*XB6b4FWydd1v`v+}*$e%g(SNoIg3jCb7iyGwSTB}{L5HUah9@EOu3fi{
zzd*2X_GW5iH+OSBs;fx3ql=N;WQ89!hy9LRz5x6wnqGDJ8wExnlHV2G3vgQg6<qYI
z+Ej1U{efat#GZyzm)x?4uAHATIGkZno_7MdrP!RMCXY;O%ZlwprYUN&$r3etgyH|v
zviJW>%R2vWS_bo7N`mc5P0>5@R~EQD)F@TAGA#E>)w$VwoWC@i`9Dq1wYZ<YzN@yg
zEvxOO^$&K5zHy-JE^^N_DNQTCTevVufY6K7ogLwNUX!hna3~aGnp5Dv&VpI~*~|)u
z5BZW(d!qFmpqFM-(CV}Bd=cCXwloR$_%<ml#(~7gAv_6PGd;Pj=TjPBI^br=PwNcV
z0H~J%`^5njG`$t5g&iMKwa@s-_U(d3hPh{1v`v;R4_+y3EJ-QcoiLeDb?9rI=<ClZ
z2hZ=uOLI+9&;2ubPb+q#ckO+;a2SPd-*tD<B>02Ro98|ybL__+z2pZS7#)o9zlU-m
zlctJ?^4meykyYm`&YQkJe(-0dmr(%bIIy*|s}p~pW}I<NDJ>NQxqLR@yy4@B`rpIl
z`|B$!mttR9+&1_(K+FBsIpwmK&$Hb6l#qsBMlLw*r0P2%Wh|T5+}8FzU#z~Kd3s6q
zcE(1x6U*fUxwpNzA;9hfr}9jB88zT&#13D=^-m|xl^VD=jy`aBcC<fYc47WM(0ud#
zCU^j4F>wF6h!aP^9$yMiobEjq;nUsZcGKp;CdE$7SL<-vLfzl4<JO;Db~VU7H7P5f
z>8tY<N>pie=BdeOpQ+#5__B!<z1!=jJ(n>@h$eQn=E~-WX@X_$;jI2jwIN-+2^OU}
zP<DB?_tnB~%}nT%%+zFlWgk9#zYnPa>r^;#?xi$NK_0bkkuT%au&cUoLM&*~i;|>o
zMCI^=DHaoSaa=y?kE7rcgm%vJe;y_uD22Taj5<*aZF%Z$+C}-p0dBX)`&DyyshzCP
zQ_a;k*kYTFlzj-xh#no``kN!buWu+n>@@$GB=$tv%vFZwvor_ol)xMENv1<d<O1zi
zYj4(u%X;4r$DHZfxD|1hedp2vyXrE-$V?YKk54BmyH}38Uv(n|R@cjTtnl*ozsooW
zF5Z>$hY}a+VSfI?+mWN^Z+X<cHa}eXt4fW1IPZYdp{etAQ*U!Cpx-O579KG3Oa8mR
ztoYsVash2}eNWl8iX*laPDVyX`cB7>zfCi#Fmc4jjAApMeU;-Kx#02g8D`+9LetIU
zb1Aa-Cu6W-75V$gAjJ|TvTkmt<_8&&tJTAnXH~*M4D7<QU)hmT+#fDiCi_xY=A^If
zjdRv!vI>F7`yQvhoILk4a4u@+qbIw6R_Z)?T3Hd=B0X|+&hSfd%$v9U;_7XNfyPd0
zl6nJFs4+-1W8!C#xc5ew^QOQHAZPpFT6`cW__m_qMH4xGC~DQ59ZC2ZmRn}%<OVF0
zsh91t0hNJ3vbpy)WRw3F>>0}>E1fLr%(o?*!(cGuj1s+FESQeoK}IG_dvbp;N=y8j
znJlKLc}1mZ+d=%$Z21uyM>>{F)EMzm*S~z$HMQb0&^XC0t#HBuw__|L6H2K<Hc~0W
z^mf6=TLJuir@TLu_utWcfYixD7axnjq8@wmYSJ0@l{JUHif2-=r$wn-K{k+q4-b<1
zqoJ0d13IJ&Tej&P88KelaWMaIR;;wGJMfW1z{QUhJ3MbX1?FZ41gKk8`aXtFzf@wm
zl}dMMEUP{I{8#0azZZR#MbCsov2|oGiYN&r_aUz6siX#_qlX*QQQ+wsn<blf>kg76
zL<-VTPtRr-fd&J<=?gH4HZ%#e<xH;Y+kCS3m#i?*zlhNg*k>kuwqeFnxByYWrLR$V
z|Kr-w3i;z#6P9rD8>>)rX`%~aa+VuQY3+bFNMF_XMkX&m+Xfr(BWlc;gh6^j@yU74
zLpl&X*I&msDUs(FrlhQzO%#h_c+_#*)g&`*2p8K@n1RuwO<KN~Xxrk1m8D?K@v=TP
z0Q_TO&Q{E^C~C*bnK46P-~?Sdd(0)tMoNhWWwyY0_(5wLlQk$W;D}d@JWh)$aho0R
z^b8pyy09!>9KYzR+&2_U7XE=^eZoK@&Ssc%!VmvWs~@o>9TQ;iD~XE)Dvjc~a6E<>
zMIX}8ZBO`Pm>sH2K}c`Z1=*mfgm3w5jX{Terpjvx{zvpb9jihdwsnA|=kULwr!IZ9
z8>WU&(^<<*_}HGWN47DJrGk6X%z^eWjx|HJT^;cX!owSTR4g+k48tx|E4uLY+Qar-
zaskkVa$&CXqOH4UGzz-?2{}Zaj}yw9(&A9sh768v+cwMSCjWq$^ZQ2Olbk4N8Z7^t
z6SliR)f5{SSqPLFq@g_C4~1e8WX#5#Rc8-T5c>JjB~7zXaI~i6xg|%pTx3KW>dXd7
z>VUo)#zlh2=zxaTMMC4e*M_2C*dSTkXsDIk@J%fVTnw=f7G)cwWAq3K^0K7P^cQ2Q
zE|=Oyu{CaK1I3ymJx4u~gdIg7x&U;8?!wfbR!5<9K0ISgQoshTT4$m(HG9~R$JKC1
z_)7YZC^mm#5US|TmEyrQ{MeqDY#;+cT<3B1Oq?ATtm7E7;v^Cp5X2Agfs`)8Qrc)b
z8qmp%Qp1S@x>FngM2Z{)_NUuEV5w#m?Bkyr2}4YPl!Az}>A-49(I1T=`Jpx~F~shJ
zt=-3*9Ig$T7sZcN9?k>^5o4icT2Uw}uW*$m4xZ5Vk%7jIn}nxn$!oB+!A(}Eq+tIc
zyVx#S5|{(gERtpjyiv=5e?;27Is$o{D{Jj4Ct7i&b4I=v&a23&4Ct)!<5$QlX;~Jb
zyomyhB?PbuXP7?jKZE|JDz}D-<fbpwwINoy2!>l4Bu!7*D>Lo~ZWW654<jVliR+?^
z12np_eY3DBIPfwwI=$SM4h{-oD=YaJ`v*(MqcT1yDKK*&hBi2m5>Gpd=qQLzwjASy
zzA6nFkA&6vS#2(8jv=I}N#U}14xV5R4Kp2MN;em>eL@wq{7s_F0ili{(F-)Sv6ijS
z#a)4>zkc|XJZNwy@g>A``l~zBaCpj4(WCw#N%yD(3o7@x&2X@EuByHD?<?YZ)$!^l
z_UqSn^2!ojD<6X^_AEap1%Q6NbVL?iU))}@``71^^@cpZ($JfM5t;0>3JUSdm4`u?
ztApMoG;fRL>y2J@uZTXvJR&A^<IkZyX5j9hUqmU>>K=Db0*cVmi*}Z#rH69WoDNrO
zcvg0S%RsrDj6E>%P<EIcI>jeEt(eB1XFyFHAjO0vml`Q0QIB9HXw!tTNlCtf;Pp1i
z{&G9zrBM@drw%VNeRH_2Vbr?XanAaX{M%Sq9(zJsgHDE<V3apM;u}EHaKt1AxFt?J
zUPo`w^^Fpu$-d-OExzLty@Soj*93GoL1SLoO2Aw)uTc!W)b<rkB~CDfK1wc-t&^6I
zh*UJSv3rJAb4t-oi?pE|B5UWbvrrcu&VaX0#^@>eE4Gd5jM+nEv0BmWPF#Ud+%i_w
zam{=*u3*Rq6H3A8nF1;%C*lv3oP(O9B`_u-BQ?i;wB3F8*6&qDN_QW+xjjc#-Ze#m
zVUEQ$sFDbbPOFatKr>#6p1vwj3~$8!R-&?Ha3hhD4E3k&qg8*a2Pk<|G?(q#V&vCk
zRhgRw0)Iw7oshM>aDqs|-eQFx8CBS)|K9TSLl8&ip^^FKyNmZt+*!x|7<>4FpQWjS
z2%<3P>#2e^QFz@w31?D>2b@0y45?e@d0xSne{a1y7$2x>H%qSVzjG<~;9K9e<=hev
z5_Iq0QAmgeok1(BP}X;#ZE<wdK9qHzQmLMIDBErfR-;3?`7Zvm_;P3y>GUs?=T2_-
zOaG?)dOqeJIN<Hzk=&^DW9!eI#GGS&)0dAPc&wUpnzw%u@^~8rUFMba@ODu!MIN1!
zw_9dm60czuN9xj%F<<%SJD!lENo>m)^IypZP){@Z0iOCl`=gHiqjpYVT78?hW2gZ-
zOSWHa(Z*2ksB^i3)nf<6lZLd~^HfD3dU{AJ-KMJJpltGhdBf8vNX?=B=BXM(h>cs7
zb-+-z@_bkv49);szOeXvu6xEl+!z%DA6m`$cWhONanPdU(LALMm9JgWFa<QlCvKhT
zr7DvJ{O?-LY~+*jd90Sz;<&bH!M@ka#g{Hf-LD8XYYn2mn@yR-MN2dICMY$p-5FJ3
zKLM4}%C-MMpNQndpK3Q|r5*pD6^*zy(9dBiuqGjtI_4Ap1HC)YtowQh%t+?z7dOi3
zDHGFqOkbuWxMkr^xSU<f=a0Jc&2Bk>{qy!^uPhUP%EmZ>hfbcv)`~_VHzc+AB0R*J
zi`uNPUi<4@cvQmgxy04$mw!9Hhp}x|i=z>MmtB<tf4$@9zLLh%!;0lm)rC&ek*waM
z$_{UHUYGyi5*W-a`T<En=rsr{Ee+@)KLNK{E#cbmvm76VVzl<wN2^*HR`r=Dr<DVS
zX)Yh0P49CEMlS2sGEA!J$?ncd>kg_OJC7p{eqJx1GsUVr%{<FGy6YuB+1)7Hd*Aq(
zv#IUc#ty%?m!?G5*8O}+xKTh0dO4VqB|dVA230Msz_{7_s9efI(_RE!{q{(tzB7&U
zS(J2O=~_*BZeh|>KY1i`hn5XQ;2B^tsjN+iSz7C@zmmgIK*c#@+Xw@*1L-{wc-o>&
z0ZivV(C^!m;Tj-i)AXgorb|wZ0iPc5hg>Qay}6#J^{zf1?mTIAUvvv)B!A_b_GRc<
z+8y<G?<*d8>hGrZSN!GFd`;iyQ0auKGBiNj(6z9Hm=ChiVBt0C)?u`a9a$)IlUT>0
z%z=r*4bnH@`((owPNew9{Rc|c;5|(5j(^qN36R~B(G$Ud_o_?I&e|tIfSrZ2mFDNM
zBP6`}0^|oevS)P5|8C^BE?WK|^Ro5qY(}EPk-lV|vDr!7pzpZd*KbZ{a`CC-u`5IV
z97in$Y|_>VozXXJ283I@(cH$3V`M4&m<njC3nGCc#VYZ5ime2lVjm1pNL&Fny@`F$
zI+N$y!)nr+N0jJce4M{x6u^8HACv_g6a#)e<S-bQKCTy~ed74>6GKMuqqcx0_o;@H
zT|1>BFzfb*g14XDAQMSI3ELoFE3KQ`hLI62nRjopFGlXwzYufthIMz9c>28ixMCLO
zsQj7D8XiCaDAO;U$Sye;-TAd<V7b|$s{g>&&!=FY-@khJIhB=VX|D6^Q*%bDvAUAJ
z9f2S6vbuGtzulqazOK`yucsW`K))?7rdX0~{ss4HSORR3xz%;;Kdt+pW;}8Iy4<Ji
zx%_Ug$B8S;9_NM?Xj?qDLDgg{Jrs<b++Yr0k!AawZtPsFtS+zr)&JSz`(YuxUt9@L
z7-=mKq_=^MyhBn};k7+m$6_~|gB?VuOA^jGKM**mfH#iQQ)!Vv^2Y<nlDc63MxLqz
z6o+jR@j{<t!KfJegfJ|YmGj%?+YDuBGJGN!pA|~nm@Box5?1(QE8GDYj`IX?)^K*@
z^Zk27z@dn@N^c`}uH-|4!}EuL28g#dG#V3zqvO&ip)pXnRkSZtP+&}x6o>kN3X0Ur
z8b{-7+w!H&U5HLCxJ*u~qh*q)B{<xg(xTjvs_cv!O(?+Et-wVCK(zp$<-D!~M5kI}
zTrI3f{eB2;2!>qM*o<a(;q%9MvEvj-%u=nIvrC=kx9B!G6cFa18V6#y5>2Jz4RI(<
zEi87<S%7cP?U6Kr=4fb1U53CsO&i)Bgly~HU|9$CNQ{9ZLyWb!PM)#aIjRkX7kvb+
z&q9smmI|-8N4w>l*hddg@xRxHR@GcGbYdx&Satbr8uZ@|-N9tE&JVJ$5S6e%WG0mO
ztIUOBQ7su863FU?ZD<(`S}W38Wo%?}`WpU%SqV&{@F=v{$}9z`8m%DYBUcN%g+COy
zc*H_2n#|+JYGn3D3d3_yYSC`M;-JO~;67XD=C2Zvd;En~Tn7Q87^7#ROt3zU(!@8S
zh0q)<tq#t$B~xow7;vNtYM=)=CPVASr1LaZ7CG2zjR}?DW-tn?sM!s0cEuQ%|1oVY
zLB#jssv+A7@~m*P*4~-W_>EY~H3J<G92H(PvGtFtzwU4cF9l?d$Z%j~^pc7jXB!kv
zH{!YM344Y~B)uhcfx!&nB!>Sc$EGI%4mUPcLlmP++bAGFCa>$6pe%t_$T~BK1chOu
z&oE)StKd1iK43`kih)8${N%zL34<W+5MA5Q**8*6Nzg!<1w>|Elr6p**pR_68JJjv
zTG8IOhLYqE1|8X}*k47u)DoBEEX#$WK8>z9l3M|9M#*l1ZQqoFS{`)%CL69RE+}lK
z=Z_|=cX1{;qu(;Wp?HaV-!s*eRK6E~!bT@+*>(ZHp%~%?6s*#gkebDi(Aqz>4J>qF
zGXstSaG(nt37ckJnRSIXlrgbXJ#@Y%cD9l2nB{L_XuDp>O)^2fetq0}BOqs}t04&9
zP}nVQ>D<&1Ms>zBx${x0kQER);Ujt%G4U&LbvDg>cEVoK9ctM;TQj6B_EIRog9VVx
zrX1^Tr8TS3k{ZH=pT(MddoPtB6<SiXkIN!s&JL0WMQl)z8R}K$-6-I37hpHJ$cbH9
zf7#VN!Cn<QnhWJ@b%CLPV6`wvj$BHA(ybLZ6qr5z7W+Z&ZkZ!_xo*6-T;0dX^^V6h
z`kL}1_tehmPo>~Lwjn9dHGka}wq0Lli$Pv{fwG?5-+OXx9zHrJ?-k>VJ5^pHcf>*k
z#J!=d0ezHkIO|`F=?iQ=(aX-P4I65)zVhV3vue(X7w3bYRyKU@Biu23a;f-gcEt@f
zUqZ*s-iEVo+aQMZ`tD*2cM{Y)t()>XJp(VU3p$l;AD2HLPOl~K?KWh6m=1FLrf$j^
zCOL(%&2AzIV0D`?Sy|AoWEq2`j4K}kZQB1waq?1C%P%2vtxw5n@Rc+^g!2ymJg+u!
zVO-(aenLs#pLdTA{ycVI%H-3B<=Tp>I%%Mz;*&$_pFS7n?lI7NUU&+ssCa^Q)+6=d
z|Do&6qms`5xNQ^?Eph>CBt=O{v}H!56vMR`1v4#enbsjOx7;n4+yJ$tK@^wL0=05&
z)iRfI6p~OIN6V~8Oh`?~5^+f}346Z3f1Y#hbME_pj|Y+E^Lf8tuj_hf)-dU|<9kQg
zk2ib19AEbmo^}17u;a&`N&n)bEI*w~YCc9b+vZm}_V4Cq_R79LbX-rx`IOG-K%zVd
zQdfQJ*vyOd;oFvqpAL+C`#3sw=Gp7*PL$XuM+OfZ38=N*dLZgnapdm&_ADse82*)d
zGmVUiy{(MQk~-SlSusr*zDi(;{ynIb8y72BJ(YvBzZI_=em7tX1IM|wuLJ~jVGP0U
z{b2<CUKo5po4z#`O8Le8#|;Mf3jM%O(6c|*S7>>kUpOUR<}B~@vx^3j8`oam7})8B
z3)6&O)9f02ec<%h%e7xGJUIMn(Iu+2n6MCiG+<zGYwKaX?~NC3cJW@X>>HKxQ|V9r
zL(5sY>n}cRvJ4Ad+_%2z+1;G8q+jc9Fz*~a`*w{@q5snpRofcFrUF*0{0{GKIPIBk
z+5DAq^UaT`Tl-gsikk%Q99{+mjMyI6jdcBc;G<{%%i)!^l(jdjZzg-3^{u`sKQife
z-|@krg|B47XYfkMpJC^&!#|$gu=jkT!_fIHu|R34Zr|P84{8nuFw5$yWoOR(wgp}E
zTkbaex3a#_k>R1p2gPqA96`}Yd)DB#CflGCJ2sz8zeRO7!qLVHZTtMW7CjXvW{R8_
z`|nlq?{80H{T_F_+S~Zj@9~;b$`g467R>q;>~oz6MDkmF+nwEiHMQ?m>d50;-zzR`
zSU+F*=In*-j~;zY(=Mm@A8R@B1^#d3x~xTvb#>{jM?*!j<B+*VS8~l(Mw?jbRag&@
zRV`t9^E!;>g9FaDC(;~oP9X{HQ+L)h{JH<)>(G0rp7$gNKPbETH27n}=-AuAY3Y};
z-!Fn{>(UPIoObx9u`&2ovGTNK!;6}g=UTn&G%G=m5w>e4=KKrsh#qqN*Ru;<+-<k6
z_iUuJp6JFO5aSL7DIX!wkLscrnlrUm)>_{LIUd@Y1skzb4n}Iec|gpq<E_s`)ZY0R
zM>q6-x`(O=uoaNj?4ldnUUBM4^a(u~VHF)e5+dvkG3Ayruq?ENkyDve?cvt^)!8TZ
ztiR8ACT7$V+7_inWT7fNj3%9AMnhgD-MAH@*&m$**xa2jMGE5K_4k`^?8_x&-xR;g
zZ?s*vW}P=9|6=~F;^ejHmz46&@kDtBw@rNNRLZ8biw=v2t{sZnP1!F!c6jfDy2YoT
zYacDve7&&m#Ea`2%Pxe}K3hCweOpqY)use1%j6WMj^~>d6M>{uOyz>p>O(>ik}<;Q
zoI%X~6Mbn>@PpH|Tu099=Pd1PoBs|M+AN*3*51txG`s#~18HSfR>7&imU4Fco!k)g
zGS-IU+5p?!wl~z`52ntW+*q&U>6^@+SJd7~+56Q6pL%oeUpv348s8uLbxVDIr9;5}
z{R!2_yf3~o4mW)A^hEUQeP=FgeYdf{^Zn?rPal82d;fUUKYoL?4_m^$*IwF4AM3Gu
zTQdBmVE%gKuZ@>YqWEV9n?48pmhDhpfvF6n0#BKJP)UwNOvB+#2e(*eWclP2VwOij
zz_AE(y|M6J-!2WA27hE;5xKa^jZsfIpqPUou}WqC?~Rg9(ev{#Z6^VAQ|G%6FB<Rg
zZw4eW;w)`3|D|m1p8atr+y-O@zTmEUZ|fAW9Qxt@+eVf7x$wueo%%OJ{HB^d-g@F%
z*;G+^_~X`rzp_tlx>|WZ66Y0O>t8r^g+8?Q&eP=E=Ydu8yDR(jiypoHBjVfs&DX=X
zZUl$!G1T)5xP1TpyF<+zYfi^@9ePq1e!Qp(akVKQ4<6=@d*ug-f`TTjE*AMDff3r!
z834#r;uf{*$=mdgN3T@v{Pt*Ofc)Y2o1k3Dt<4okhtLf>L2{)2;P`IwdRWD~eTZmL
zr|~|se|K^s^&1}D&Ae1z_J~QF83!f03*1qOdv2}=5|Vl*n8|J?rBvD&Bp1z|_Ystd
zofC$vP|rMrz@nHSgejTrE72w;5={G>wdm;Ne2=B!<pmePT$$ZaJ9Q`Ef8Bd6hUSYJ
ztKK!)ca)^i_9Y|pGAw<cLx;S~UM?>z-%Yu8^~HSowdU}h=hl6+e|_iIoqd<T?)+SR
z^9gqR!+&eTuTIA75p0VMPruIh_DAj+jvQP$G5UCP&)eC#ileb-jjy4?()NA3=>PA*
z1JX1<5Pb1nUDn-+lNHSubB=4QS57B2`<@KBzt6&PQ{jP+i)ZJ*)+*n6-)}p8H~iNP
zi`%9s3Dq~Bk7e7Cr}lWDH`_usTVmB-l?jMPuUpJ(68jy%!mfL+|3<WW2YS1aBnth~
z$L&3(0*Je?<r%Zs?H=i>%~#^;*QIdlOL<4(`Urz#hb|dzjO^258V{X0``67FOWR6o
zf?T|r+1I>rbP({B{dN51yC(&J(82!64)2wsCpHCDzimDEh2L-J8yI2^E0jrA9~&83
zG5ux|P!;OL=a1|Y6`4zzvB++|Mm}kTl4o{B#|da=^<cKnZUYYAS*Ov<NPl+@fas&i
zWcxB=%g-1B2}RtJ6|&4M#6CVx&FI53_<y&cS^16%CyiBvFfY|C^U2Pr(#WQvw)eN|
z-gXwjTA+JFF~*1QW0!fyTzs@QH+ELohI`#!`W>-7X7kRzTW1XZ{grOHd)(`phmjym
z+#X(gh|(UJ3<@jM2LZw}V%H|<=?zD3HxAwZ&vEM#^PIU)Kx6&dspAJ;zSCWOa8vGm
z2s;?ry65GgW>eo(P@xsRUPchHHPs&4o+6Xp%pZR&6y{m_rWfERn{~)NGB`CbB$=0p
zoKB6+pjh4lhWt=qpW!S@5#PIGb5<YgX!N-ooDYpj?E;n@uNiiZe3jIN4b+_C9Ko^A
zbA?J-htdj)jg=^bh1OX0Bs?)M6``G~O}3=;<O8%~sYIZ}H&a0?N3SH8cALBB^bhBK
z5|mm63H!D9V^;RKVK9mX>Fu7igKB}JW#`4zB`I;qs_8|b18zK>sb?PN$WA+0W?W4J
z+IbdHVym|ABCh@V23ey|ugFtM#;6v4c!y*}R?6MGHHiY5t5yq}s=&Lnsc>zAPu|u(
zldU81I(m5xEYq0D#U5--#-B|IQsQiNY(uYsRm(zo>j=&n#}|p6rxTsJS!y<Hw#v}M
zKF*mtY=Czg_M97r1R-VEc1>5ksYie6Y;_6@sli4^lw+G-cZ$`?s8N`2s@Y__6{L<_
zS`h1mPUx0Jn~TITNkQLx%~!peCTLPjx5=kKNM;j}vM_^IE0;ENQ9Y89Tv3U=f!f#Z
zj5iKWOS@#Cifk*ztNI}ZpNXm^Y1%XHF!?!xwHoBn-A9VB1dSx-z)F_-yjVoiGFW5*
ziK*Hyj^(#SwhSc>=eDt1>~ss#M}w5eX-B0-AeAjiX)}pVMmRhRlB1G#6>>gUOb6vx
zA&5(a{)TSelG4c@!swJBu%>L?0#XE3$)lYqG|W^gS6ft84NmGV7>o(!O8a!Eh}=sC
zEHhhjp1R2`-bIr&lQ1)GF}dQIGKr<(+VL0@D_OTt$V=oliTVqLYWH40F3znoZB7Yn
zFW|9E5-hPyv|45tH0ue-c=d?}p?nqA+ND7VO=6ZVIsF73!Ai42TC93=e}Ya1()w2h
ztJ7FB22*X~0cwh>TTTRz7(@tjoaQ~reQCf=&Uayi*30h|=@JdGaUK|VEMDe{0o>ao
z5P)AE*-_}^!V;oIg-!MeN?|K#{W!mA1fnO=mkPmA`fpt3CSsSwApT_z$k~YB7gEnt
zBdnpJL}rz<L8{hdOb|<nP68e|myz$0OV6aov!iw5WgvJUz7%VUO*Q{0a3w}zj4~%B
zOy@}rtv4FD^Q><l8Owmcy^>1Y;y{)(uu7I;9psf+is=H)Sp+&N4bh5HG)>v!VD3=3
zB$=>^Q0AR^UWDR=X!cG?``*ZCOR?<<Iac+(%O%VhJ$xH2n~?h>eS{d2BqNF`SeH2>
zWzML40OnqP)>f@Fj7ya-A?jtJ{jo3J{S#LE_xmS%{k~=I%WLyE5Xi@UA>3!64U4d-
zbG9TpWpqdy<vJGeD4Q^LcOO6i^)4Fi@jd{Wd9oEW<P%|F+RnV1N0OYZyJK_e#LaCf
zl~vnn>-_z0lY0)8U8<t21<7~M>6sW>&3&H#k<zv|ck2!Rk9FVvuKUa7k?EZa1yUEC
z4ZgkkpO24HlHY4T*JYmC7E^G-_Q+L8Z|MvLi{X!}3L)|mCgJYG`{|#LXd=CtBen7O
z4`x+HTpiHEY}VDX@jKEP7Z(OX<{1q$VNuj{0hu@!W+0V$r;9Yts<jL)<0Z+xK>$H}
zA$MuPwkrcmE5tGbQ-NliMLo}lI*m>LC6zNC3D}h<;(<ZwhOM>*dZm2&5Kz>iSlr|o
zPud4#B6UClwlW8>VI(<rmruAOd8(5BVR@OJ2?xl+;+63936LSdpHadq1zZREA~8tT
z6^N$;YMdMloZ_S?Tm3EzH3;hsg!T03SoNp!a)zKftC$?n4D{;?QkL||TOUBdPUB4z
z`@}(_xsBgv?GvGkcm|+8j|bj2LS!MkKmJF9WCFBm`zh_u))`n{Bi$tjF-`F2Oe8{^
z(|QW5Ld&``;Oj5*8^F+xL%Ee&EgD*8@3IQnYhax)uZ31HVZh$%2jD?%G!bLrRYqVM
zUfI!DXk|WW8noBkotM_XdJFAC*7iw%=21^%qNC78j8^`wM6N60RKrY&R67AFnt`!q
zfPu9g3@Fj`FHbfZWVYsexYe322B!+AA%1CnzA!2SSbtc=Vw15di1{xKg8m`A9fXDG
z2wi$v{L4XaW+4DDsD{~M4E-zogACmX=<cp~@v+Ev*PdPUfAi3~z1a5K;ETXLpOGHq
zB+xfwF5ov~psdMbaC=B5VJXi9y;?y^9FB=_=6B;+NYQu*o|iaX72$FCc68^D3BGhq
z+~C=Xc<-u`gC%P!^zywwP)q+|dKm8-vK$@Q5D=MOrX+9Pe}@~kNY?RMO!MB;>#@1{
z2-TvJ%CjL0M`BwQ<1j?4>jL=7&^G?_q4uYnUS2uuQ|s`_dm|)clff&w9eT%BxE9^2
zO1Ut3*=Kpp*0P(|rcUlSWIv`~vwS1%Nu!+To!?kRYblxbR9`rHEn~&++i$CNLjWe}
zk0R%IZtgk1lUWUQJ9akfFv%NWJF^C@^{4h-(E~E;KS3Ac%CtZ;lqvH|JG)5#jd>bh
z-&@r<SLHo^FTiv^wqhd%Tf1vu1E#bT%ij78z%rfvzhIe4c|!ELf1`7sq*oRK41kPX
z4Vt-e*fMW#hAY(_Z}r1P=qoBUJ3B1+pEsm3WB$)N68|UYTX-{CqY<UuX77Qy^Lu-H
zblk;u89tMybN^3w$XJB=c&|dWPzWBuKbQ6eTia12(bFLf-DsYPvU$L*jUw#kNN`Fs
za|)6-o>RiaS<+~H`iQ~1hA-ABz8}YC?BfjBNls?Y%b*CYrIJ$dY)r88Y>g@19&hc=
zKx-O6$;x_zra=5Sl2B^xBV@BlpS-)LFP4o3{;}R>@L(Oa)pNA?73n7kv9IS$P{G9l
z<6@Jw-nUJ6M20D1y^rM7v^Zn}!`mxE5g_;%vTa>WnY_+u^Sa3A?gLg$c+K*R3$yb3
zG`XAiV&Ats%j(j%kJLf7`b`hAE5EVOO#L8jd)@pXIE;!fOSkfVHu7!px%ktD9V<oS
zMURgRUQgUzDa7oH@|tsK!MnInP$&POeQ@dU%Ro8F>=S1lUR*oj|9<C=Ay##jXk|}b
zsCV5+iIM;C`NmX2(TaQ7gR6osI}<fJd-g}tR}?lEFa7oK{uyGi|I@>oIQ^+GuR&1S
z+GBP|b=$80oTrYz?{*SVc*0E6@|N;P@oPMCEZxews6@FtR0rD>c-(lXNXiNb-}CZF
zHnUi}z=N_j8<XSW&dSHx5iYlPPJuWBIJ{&G(mg|3x_$^<YFZ{u6cQ6L(JjcHPX&&C
z(H)s6I%?KYDZ8?=?(BuP-`*T})1tm(Ur|)lG;o+X_Mq_9kk)W5%Z*%YSmt1QBt?fC
zx#4JYK<rb)jc*Y#ja7TmO#}2VAi-~gklX2(CbPGp8va}Pr)0z7D-K`71HRa*ZvOfd
zpdugNQ<PssDp<&J(DDDJXzt?uw;TUK?N&TJeCcIV`e^-;BMr>T4K;VFXkRwJc(EI*
zesj(PLUa6hFt*)x|NTFA>?zj2;!t!E4fj8NQhOdC?p-GrZFa(Lve)g##*Teo`X4?K
z|Gd~qHFD=d*B8_Y<?aVHs0-o8dzf*zv1jNIST%?ts)Z!r+BZyt1cj4nJzeWUr8?<z
zsIkbg1{JYQu+*&yMkDzQVEKL$=u?*V!SuhI>hXGeqymMoz>Akca+is^8OWj7=b1UO
zr9NzYAt1n+D}(6?tYdTuLerjZWeGb+V(TYO<4C%-$*6_Ncr<669$VjsNit<|#v*UW
zL+L`-RrR<!D!#cvD6+J3R20&+z|)TEkPN`A#x`)`3^?a%R5`sdfWV>G1G%K&=@D}u
zJ3Cq8tn~o58rh2KFcPGxMly9d%O(Ig-tFq@4_iO;S!k1&(%N@7gU!{Z$f2_45zKly
zvQ$S`=ES?FXT*-6>Pf*dM3dp^SfN`5!U(7-H39j08gP`*Cc+d(ggjzTS=V=WIe*mi
zJ0453ck`3A_3LOVGsn|ga;8u<+DTgTsr(x2;8f39T%NNnxo5;d(LANCKce%>7vdZh
zY=;|@H7c}&qC#35BS*=rKeQ}U3|e?GlqG@dq$p>|Ij2NvX6toy#<_nuFkLo6DTOgZ
zlDoV4bfl@LILI^3$J~%1!-`NjLk@i(ddUh%LbvJa<*4r_h<0~2Fm3k&bupm}ypW-@
zmND+7a-zzmXK7&x*n$xaJuZ2vy3Ux&MKC4Xfa(R|y4;>Z0$eA%cyl5s4qzeGNK>gl
zLC&Li-h@_uQc#F;ylg-}?e<6tOrY;$=3aueB#YgdDeiQwzWHQ3M~M)C8so-<>e(ur
zIiONFZI5%2TO=FVp9ZOr(5SI6mSjnGrbG89h=m|}aS^CO7O=>4os_x&-FA*-!3gLG
z;Sg*Oa9U0C0<r(ds|<pPYiF2H(3_W}c+RE!Bp~^s5OgHiqV`j%M6DXZ@m4dV-)Gx=
zf&0z#yI1#+N&&Q=@3=fgJ6MkxVF`@Bb5$Q{?E;@Zm`WkF<u?x{If$J-C7@tj9t!9P
zRM|l$BN9r>U(Mi=sK1wWotD_qEWD}6i$4x0;5culX&nU#(#T0?TLMIkm0C%XMe85u
zF8h~}yu#RNSzUo-b{=YccKt2OV2YB9#nxL?Oj{=D6a9vh6w3PY<PnO^lBtD)I)Q8B
zAy&YdlG!R9dwr~-{ssV5{H7G#-W42znG73p5DGPIis^&-X+MDTct*x#CVx4ZPC@q>
zl&6NYK$J3PTaP(I_g*6tQ(ngTX_9tGrYM?#DU_wEx(gvCy`E=!TzaHo{J(3Oqs-mA
zly2Q7)^S=IUtq(tdG&)*`b}nSwfISt{1ept!_reT*I@wG@hD`QFu0jmQz2-TxBWYj
z-`w{c4-&Zpo9w39D)&*t`HfQ6-uo>D**B@S>muE=H<J%lQT!=uDG(dD17~M-<-psG
z7oHvUUH9&V)3-V||EZ^MH7BAOTmOTb?ro(Mttr}FS#{!BPoF!ICH9IpMX^fq%=V0h
zURW0?+AJR4lRtLO`%v~x;P-|eu(dsqUpa2v%Oupq4F7cvAZtQnesnrtuJh8$S6zCt
z^gGQm;!>4a^e?qg$>#2K^sb2m!9fCZfrll8t={T8iDv43;_7(J$w6AGZt*O2tc~Mv
zR<$SZ!JQtrq2vFV9YYlb7Qd0jPwkF{-t4`!{7$)Z5r4O)HcWgv^xOSr!vmFELt`{A
zhiT^_%5grn;dheP+Fy`z>fmj;TcY9Q(erODZx;RgW{X9iKC=59|6<VYkdx%TQDU!G
z>V&`BF-;*l#xL^Hs~A|00-`Q}c%}MuuC?|mh_}~*Lo?ub8Q$6569%HH`aagD_=@s0
z*OHgV%Gz2N#c4z5Mt2__gtmcEse8={?*;e=JF9SQ+;Y6@cY172fleaR{v+za;^p6F
zrvE&D`qs0sf9~3GkDj|5$9pO{==R%@ZvVQkVR|l62j4ay^q$jOJoX1DmgPzE)H531
zQ!^Y9&!lz_C56xs){dfH82CrMCCsGDVokosz*@(+E5DlF+yCOgDf{gObtP+cELk=>
zwlAqhTDDiHhK4i!uXpJeR36@<U%+Dd{Eo1zjw`tZ(%GDY-eM@oF}Yn$e0(ZoynocQ
z@yGpZ{3f?UUR4_VH;3fgGb|S0r@4~78(!7iiPXoG%WEDXxPvIf!*71L`|JN~bggRq
zLOfAZ*%5JP?>}c=tjW0XE&zW0&f3bX+E&Vue>SWawG1R!Y#mvJma^#19wx36aSmfU
zUJot&F~2(dulo1!eN8u>;X#LozVK>(Z7Qg`a<SU~;k5_V2ao;gf4EVz?GD=c<xf!7
zf7||fy)t}Var#7fb}Krf{4KruG%B70)u!KQqP0cPkqvC-S%W(RO&IIfl_fKqZT!L<
zVZS`-2}ml@0cF^7{!P_sIkfiX<-OZC9etajEF9)?k*+kjJ5e5TNf(q;_OZi<N6n+5
z;Ys6vZutp<dm-kVPG6AxRoD6Fn;m#x?KeMS6eEJe1NY9?eYs0yVKp;l-M6&HYOiBU
zj$=#SB|IFm@*lc@x<B9_zT?UMwrUipe9wdH0Rg`sp%?#Rdu~%;Rl~L8K4nhFzt%_H
z#ht;7AFp#n%vf1oI_dS>!?)8PtxYR&09ovTZVPCz2S6kIb;UA<9<1Me0c4->GJXHc
zw8R3tae<lR8$`90VC)zVrN%6?%8gdMN=NLhE6qnB`IzsbK1Xd`1#;*Q9zbuUTcOxO
zv@X=#VKh#Q!4X7J#h@YI<+6DloY**ZY(Kv1Qv2R<aM^~Gx*pVmTn$DmEpA%+@mtCm
zdG+~t;-qElu$eDJ1uvjZE~@h50_2{ZGZegN9BjfJPLzzbmOxEm%9gQlS3=bh2iH17
z^rSf~1l^O_!kKIst%$((3>%iPk<1`I$I`cxwIhek8;cS#N-;=1b1FPFmS{>=nq;Cw
z>b3RqgFWL5U$~@!aE$J-+DjM2nF9Qq5fizy31=0y{*vYxn(d+C4ETipmgAQbiI`ou
zEgRg#UHYngl5>H-qcZG^Y1CBhwt;+*-pYGQc-65zGl@r!pV)c-eACd@ZRJ&!wSzLa
zY}4*_1slKS7IYn^+;zHAo&OPaz4+VTdn4m+ZkxLEZ1BlomUXG#Vy<cUZ-lCyLq(Ef
zR*WD06X^{TtM#p4Peq?km`r$hU@!Tg+qS5Rh}r?^jzM{r|7-uvzwc<w(rz|x{`l)5
z=dX8VH?~Rc6%T!C{8z-BYZAiN7F`CT=Y!U@1XfCJKfSfR2%LU+2IS)o-_`T4)au~_
z>F37X-uAh>qqg{%GPf8W)Hw!=zO%W2A2;>|?PO?%JZbD`fWOWgcxN{D?pkF0{iwC~
zpAPd~b9b++YaX)EE}p-7W4}Ew{`38B<fGO9oC%K&-&R|D;Y&?f^2hj}pkFXO<xQhR
z9$AUZbm5H$DIt*6n)ud&SV<zWGLxBpU*6X_lm=9d2IoFTZrVkCtF!$^<=Y#iLXT(X
zbq~G%9dpIs`g&NAoqv7>NQ*AUKOmj+*#79jhJzOd?f=;xZ*%94iBCN5xi$cH68l&>
z8FkNn7UyNOcha2Lqi8jfonwajd!7Vro2{@)go|7T+5k`J!G@Yf57`IngqUZ)PR;-O
z$m=H;|6VZ;w=sDA;f}vNdB7teyaiiRU3PZuetYJicSoQ9(4On3!YL@47I_oL-ikj!
z&oeSVB@`ut<a_Fh53qho>f{jggI_`HP~YF5gkCtOz*c5c!l%wh|B#%2P>?Ii`XPSt
zTYCW-M?W5UEPc<_@@rXxk-0g!O*0q}%qvGhT;I|%yyNJ)fcD%A+ZxABya%^Dp_A7%
z2iP3gg5i|kaRfV`xU6YVj0UAuz-g}5KbRQz8<m4z+O&AWqWKI%0InVP?7dTcNGkrc
z8kTIl8=7%&@)KR#XSK|C^|g@{*^OjeGo(`7BD(V;z$i8gW7KTe)tJG-8a2Ua%7)SH
z(;=8~Axm94<Q0#y5{@bU+`V@MYm{fCGVRT4ga@CV%LfRxxs&F;uCJSQOS{$V3C|ck
zal8USz+P?wauUHbZG#bed&q1RvOF20{lB&??Ti$Z!1Fvh6ig|bTS-*Ov4)m`E<bW-
ztrHdaCW6C^r`l{HFhTRf3`h=)__g9ndPhS<%Vko*iH!55{RK2j52Jdg5n84>+Bbgn
zUb!*{?)WK3&~55FjsPP0>JVuIFwWGb2uwuDI@tQW_k9$WUS8+|R2IYnA@aSZIA($+
z9peNUVhC$e!sT+G8?A^^5MT^1hsR}Sn!u}^WO2C3#^~lyXwO{c^AZu*Xw*lk_9aUg
zvMeuYEOe2A8}XWI5pU=;$15QjA1Cp$Y+EJ`W7ZdBE)8)ifR@dBX_*E^r1mYKJv&|U
zWYnWy$4qjc<=8{14oux{rn?AMQmU~wkRgzS9FB2CS2-RW(c=Vej?4-qq%d*(4&JJC
zd~Dd<NY)~D+Y?{!q-=^GA)pcUK*4D-Z&tBVM{-xOnSnl~uIln3AK(4Y)<5%0wog;#
z2N_~%o!S^!nmjN?<gq|-wI)D$%c4?3*O1$>5{bTXC9N^N(3AoUsT|m3S!R-?FXM?D
zZ6>3m3zQ>m5|BJ`cwl_N4hanGHXRSNyT|jCDDzBxll-r~X2^8xLeihd;MyjLvr%r*
zO>-rv-k`2lf%9I8;0Oj`h!v4aaKk>|KXDe+CPL0=O8TQ%;Hl{;H0==<;4K{rtnH{h
zBRC;Oo9LTh85l@&X-j6y`^5SSPWdGB)z?-LnZhNPOB1>-w*_c}XlqioZ3t48WBPr%
zMA4YT8Fra8*MCzE>C;j=4a3RZ&{!!Zh00TN(FvI=txE_?8a%|#u^^C))Yw<qOnXf=
ztSaQ5f&!0B4oqbo2bIw<B^DV-F-C^!0ZdNR82h*cbp-~&<uPMrk#Zw2j*Dlm1+E4|
zR5%6{BAFac5;}ttWF{&nG#B-(M+tmzT{f5JAb=f25R=3$Qy0pzS#*7AzB6rgxsXu!
zya=ZC<59{_P>!TbQ^9oC>lyJJ%K%Y*VZO3^EFxe#3#2vJJDQF)#kNA*fCSd4RjfQJ
z#lRBeUo_#9+|$)6_7G|0v>eVGb)t!o(VRQ#kZA_LJp>(!iwA%7CkchUs^0VIJjXlz
zrFDA%cI~Y{e!aVSmwsNI@zfzCx#<2ZyXq0b_ScH+Z8oo#ApZ8zDnnEM8~#)N)0<)S
z{ujRt`!6jTtu9p=4ZQO2IdI<i)6=^Le*J!GN5PFW+ko@A`Ccb~f>3+uV}l7=WX3B=
zq|265;YSWXSlkpJc=P0D!)@>AAVHD8H3((<oUf;2urK37Z2PW=ZkHbbYFl9*5{(Js
zil7J8Kj!~4nfuqa2avVG`qRZkccCcSo|avZF{mTyb7v;<S3BuFOL=&3hLiZCs5kmK
zOCX)mk`h%5E#eR;tBRyI47T&^Y-YI1WGn%iTMA%^5_9XdKshEVQ<QL}l=B_es$lAw
z_I6t)97D~uyA2x9=m}Urg;{FncB%)Dfz!m6A(0av$%cudB-CT%u(pq<v$^r8SD@=8
zt*}uEVK4R0KEkgguz>J(Bz}?@Q)O{*H6yYbU%JqWb*Z_`Xb>gjQ+Oo4nvCirIO|Vf
zO*65LRG3#20p`J9GU<|}b?kxl0_i_PG|$l4FWO1f=OM;KCH1#UDNK;4XV~*OWRe~j
z<moQrbhY)VXWXu>rKLuYBKa)SF(5b&+zQ>4M#Hd>Z)^e4kdz2noee@gMqrZjwG<u9
zq=1=>c*rzGGM<sHX`yy6XzMs|%dJz^GXMcBOr?fn&$O}OE(@jeXx0M1a=ib)*t}?r
z0s=VfWU16(VtGcWGZ=$3U&zc|T}E*PeUsU?WXN<}$l2&&DlEh08MQ>I944tGzAjlN
zoF8zna<r!$Mwx*mEpS^>%27X9M_bB6angqVwFikQa$&bpQZ}x{X4qLm3_$uL%V>2s
z+^xfTbD_QKoPt*-uxMZqKbuV&y6vZPxy|&H^7>ES&Qyv;D7()}$J+CCXN~|d7CBd1
zw#=^x_PPKCM3?#4K>d_%Bew@h5OSZEc&?qOO)gKHAajA+`K0+kx)eFZ;x-ZW3cHT9
zUI6sW>OErFtB*Jf&Hw25HQn8rrovKeDAP)YWBmU=@e}mrMzz}_Yp;02ML@I)n4C{P
z{0TBS8ovTtT~R(%T_moM-~Q`LWxano9GFoxbk%QU?gYXzVH&o6tl5Mv1z=Xu%`uKd
zzkHJT&tBwe+1DiE7sWmc&Cq>_Un#h`ZN_&qz7<c5R7l&p<}rqZ|8eg@|2OXa&dKCb
z_O!DP8(28#B!KDKr84zWzFP*+@ig2*whIIXK8x5^1*%PD26aoH$Ko*t4aD^egr1dm
zE(bxuu5X4}!*FM1BLx%bY$JnAX1ro&nkI{o2zKpEkp63X5L;6L<F-ZMg&k#`9X~<q
z>rsMvul6K=HiM;PNiz9>Lq^>%=?(Jq9PeQXx#pV7vM8{jV^?ZO1UNq)E46fX$x5M#
zCnIKpEJAgFi4o0eIYbs_m*Hm-fgH1~4}YoNyf0wk5PWwX>fq{w!^LkNe%Z0r-ha=H
zgLVO1znC<7r~r1F&g)hM!P1ZO>yc;s#WTw_H*0>aH9Ybu%l;({-h9%{8^Mlx<e}?b
z49?yb+3|bLh5NX=su=vqB8=@|mCaqMU~2y<!XanY>V}>nWK!D6z;D-es&*OtI(6uU
zOMA&LX0>6W#oYtiR}baO_0FI%b>~uar;E9k3ZH-T_HI7B;ez$k`LW;4Gq-}L4p?}f
z_@Y(aV;F9}QiN$@UtO+iI+t>GY_R#`6qjV-eSJ;T#iEB>_87mpyLro#4L%#vASPeD
znG{aRjOx<$%b-`g!#;Y~pS*B(LtXZXolkZnL*ZsEwwSuNy4Os<tb9BTab5LVy%B+}
zI(csLbh7Hm!px4zBe!bIV!e-FtxCl7;H>R~s3sf->xx&Ldb4|v77qmoW6uW_Kb1VM
zVq)4#^5Gfx*qGLq_iHJ8uISqMuPvyk*z>f|UjGFq!XwAD9B!U*`oi+SwXnhwuT}yk
zvRpz-my5oG5uC{;PyKj{0}SG9kb>?f@d-{888ihg%O&gO<9Yz_CBkfJp)F_Y!I?O(
z|2!86VzMTI@F@|TTB32!?G;0(0K}5grQRnHs<ev8u<6pWIs?Rb^QLoIZXMCD466_l
z6l2H(z~%D9s~<oy22m0|J9-9N?^Y8l<dsQDYELM`t+Go$C<BctR1v@DGF%!s#<!bN
zCxUnh8nj*}Jbm~#8afe)7-lo6%dQ~^0q7@4Pf_v{)Hq>hrzM$peIrkim&tv|yhvu1
zHl?&DHwW4>3=1YEA|@|G(>n!a16JP%*yWU^VgjH&29<qR$P>j2&gQA#`$)aqrctY&
zUaz$WJ7&9OpuUiZrLO2t8VJE$Q0!H&;|_P3V+R|oQ?_^E?Hx-MpsoxYJ-tL6q+xUe
z!fY~N+V;rJ%kBRXOAn?9g~UF>A9F4>VXlczc>}&9r*()Esk8_a#A?T~6bw%(M3llE
zrL7ujAh1lg8Ob;{6YqpvjUDDPgjU0arb*glSCO^@5Lf;*0po>01N|b#4MURQdR$08
zPf0L`M$PIEcnIf!Icgv=$~hzTI}(VvEa{LuEJM2T@a7YcK)<Ms>Pd?RgrXoMBVE)@
zYg#r@769+jKpe6c_(lN8-0m(*nT>sc_Nibra9W#zgrp{7`lqBg@Ni6G*Q&H#)86G|
zg&^dZxz4fXu~q~!N|mY5aR>e-TZmoFQj@~r^<z+N5(nH7%bB1FmgdT%38XHn4jwB`
z%<al-P-b>Yd`Z#6W_smReP7QYLm&|DIp8VqV!%^?P;P3^C%=dp%<>S-9S!ou4LQej
zTO^gB_2+$ob4>`CYQWKh8ZkjCOolV61|<hv0ns@|WtzDr3Y~(rOB5$TTNKko#t6ih
zvQll2%b%pd(NsR27g<0v4`N{o(EU>MWQRIr5$H`4NeGA+@7rifiIPoPg7nFwOV9~r
zqZ!X*ux5K3hLebfz780eqBTcRX4#u|X<iE?%$dQnLl9%xwth@(J-4L*+a{d#KxLV0
zt>{mr7-;*(OEZ$n%pJjPo@0F)yOczH197$@!PJDo3+b4)CUVqu9*S}!U`NczVGVPM
zUApWbE)r^*!!0F7Gn7mWa!JQJ1fDp@$|3r?++viyX#nVg45b2ri6HnhE%hzQLK#wO
zm(dP%`@Gsym6>@%LEj7PuxA7@vBP5#B256x%B06M!oZ*#oSgTW1%zE_Wtzb%UP4|g
z9@~^410ym0KmmNIC|91y9}l(;>PvFVN0*p`Fn(+mnu`R-aMZLmi>4259bZjntK85L
zu<=X<QJf&?>x`r1w$J(o2I}R*jNl}2<`4H-3Zf%FV0bcB?d#4c$I|&get$E!9{pXw
z25gwwHZt5W47OY@NwB0w3y}pWr51Aikp4JqlC}OkCZwZH<<e$mWIk{-*;KrM2Hv~v
zI?{29f0>qB{3<~O?bSl%jK03mAdR+}x=;N@+xtXq^nbPCWVg319xI-jb!#KWyWTpV
zs#w+h-DVb%h%8)UC3n$eM(jc>0-$%Wv`a0iaw1jRnB1<QUvf|D^bat(rDMY)?b6Z`
zWQT2Qzw%W2^kX&UVKv<Q17+WTUV|C;Yv6|m^7R6||0uv{ad60P!w{#Tcx((A-OZ+n
z3Ey7z*jajwxP=vtK?Bnz|H>#s4_-tYZ}NUpY%>@DT03|#sO|OY{T}VLdHXJ7A0##1
zx1hfSHm#B~eb+++4D>IWK8UY=GUXy)rxPo9u|7jh$IbmlhwgqIq#Y75-d#$tw;Bo7
z!!whz*d>K+Wu+jV=(|wuH$0co7WS;FG(4d9THT(i4QzB>0lKSpxA*k}+K0?gmaf_N
zjB6$S3DaIBmSjz(Un$XuE!E#^OuB4SG%VN)uDJZq?jXYao8v9UFYL5(&}f3;NArte
zwIMFUkH-#h8y4gVPG!pw1~jb&Fmz=FiGZRSqi+>&Mj~}X<MH--I0S|wnMsg2WifpN
z6SyV4pcG|Z#Ef^#cllnE_m^BxioASznK`rnri^Z`1?45u$8pv1T_;s>6{Gs3U~Hg4
zsu3nw50fZ~Et*0_-`%<4?cIsI!C&^foDZ4WknplOY_O^SWW#~1Z3B0!{yexCw)OZ$
z?(D_WVWNUET<HIV_IVS|f_%5+UVU?YO-&?cEG`j4F3iXFTWq;e@p+43%$0o=b-(XA
z_(#^^4Z4x9aQfHjab}qU??8Em<A$kS#^e_Vt@!wSL167(6W}><1<X_Ez&sDF*~zk!
z`Q|z6_g9T~MNdSP-F{b8Ta+Ff5pd+h%M<@aSGILVJdmCoJNxTK=82}_>@6Goc0ajZ
ztx?=ccUna~VVdk6`un*5lfgB=UOVjnEF!!lzjx*RZ(k$b_jP#Z1|E2jjVWq#(OP)e
zCg9h{a@lFm<Wzn`C%;dWqEHwiAmbAuCS!gliMsVQ`e$!6#%qtOyKpz(Zrv~HWN2;N
z$4%%dy8RQBAjt`Gn&g}_ZCsbl@V<W63eAlH8IY|HtgF$igzTpote#zS^1S(<M*$V*
z$!Bk;^ur?KE1&54o1XlzxaN-B-(2@wXHM0f3;XZO4x8VIs?v8NP&T{&`C#SYzNwcN
z-u=0_;Yt^INSlA>*{RUT-kk+Uz?{F29T+go)_GTS-`o4p%~u77+{eZr*5*SGqLF$f
zpgS0PkT)HaAEzAxve7+8-bz8|d$=6T)-Ja8D6!pwu^0tt{AIgF%l?|qjs(u^qzJ3B
z?%6t<_L;qY$F>)Q(R0H7{&EXsX>lm&i07$0_dm$bz&B)&k51ZxhC47je9pjT_1{}D
z2A$HdU!!v$Uf!?&=EcROJpXr(ij7ZvyLB`rcG7T+a*A-T#^M^@e_dDI(<|aM`|P^;
ze_|%hIw$i+xAgV}J`SLLUPOQHyHV>s6jybfajNd?(D4&%etUmaT2&Diw&?%#_|^-A
zvU?{_gU&BBkI*_o6+~e-Puc1!66<_d<TfCcL$pAgH1PN{-G<2GHy0mYn3Q4ALB*x^
z-c6*>gZhQWh5KtcG3Z~(<03<_;S1C`(`!SJZ?^)O;n+>X-@)7*vnys$B*36%*M?Ov
zJ;^YjRADyw<@%K?UHsZR$uF;s91SSmpkMc%chK<AlY7PY53CK2K~r@{%TwW2$wEP4
z12Au1Ys94o=HzP`Ez<BrKL&wEv!V&0IRf=qi>aBXkBR9_(y#ykM`%3-An`U-5Lk;z
z2Ze&naGlTVb3Yjw^~E`L&-LxKs?EvCbGb0KPZ|xTsTC|xltFUodfR|2`$G2=J*nMd
z<LzB^iwxR=_AYwR8CQ$yLWE6)hmS;EFRp4=-<jGQiLDD4)v6(M%E7FgpgIzWJbaP1
z&oPvI@7{k2<89iT$+!1p8Sf;!MA;y|w3V=SH0{~_ZgF42<VnFAnDJASQ84q;b<l#*
z8!dja97J+mx1IDCcd%2?IymgA)n&z)s(q`IH*lxogkws9?)}I!FSnkBlwb8H`){=<
z^)A<07g<*M$n^<x&imN6s`3)<z`s+RxrL(J$S?miu8JzPU*ii59mbBVzx<z8jzDIp
zlYqC=?~3|`M_TPtvT*!KNQl{=a1vnRa#sR~3G-X7?oNkq{tm0l5?g@A5B#SE)TzFn
zE{Xhl_Dga4^{I1HW^1-u?Ca^a&8~QU<Fqk%5Pq}3s%d@lX9Zpp{bA($QJ>m@Ht(sy
zGbEki6@Iv%_nyP=vKS?z@TcBi{z<uY3lMaKWTi!Jue=M{BmT!X;SYc6<Qeflj~5U&
z!SiC#PY{0~$7-#MZ$Jq;A71{YPYZjy!+dtLfE3$Jq=PRz(+!N?>^|2ud3<Ipv}K6D
z{k?z7b5_=NPBpJbYkyn*i32Vex*pn$v!hF?Z1WT)0pGd5(aQHZC;-fL+O9VzZOtGA
z?!Xt?7s@&hI8X;RUW2jGvkEiWHF>SEKf5C=@iTv=$oBLW9~%wnVw8E+qqR>DWZfMk
z>*3(m?&&jW>1UK{kKCGZWaT{#!PCj5wrUG!3x$M@oP+CpK;WFff91Y>^XIvg*AJ@V
z_yM{Hi+9S`9{3VD$jr`!d?I~gR|ZD@t&Utp_PIsd!RB_>)N_A=`aMZnxW>X2rn`~A
z6522l&v|3ohs9~97URnYh)fDgtRpe^VSE_t=g1z?mXsp~>Bbejpgy}G6K<YTO;#ES
zt<j@c39r}C+1HM!lH*P0)H4}jDn$DNBpS^s6UQVlB>aX}RKxS4#1a#nDWU+IN`@H8
zrwPOaD{~KN6Pj&EDH*X(3NW2c2TBk?JTJ1EmaN4WLP7{!b7EviOD^MsH+mH4C0b-4
zkmjo?vytN=VQ#g(nhwFN30USL9!=<77HjpC$x9?mx5q#1(|SF1W#-ng&x;az>9Lth
zCEWI5Q+J|Tlql$B_pW9o%K=Owwp}gkDzvnsS=41pl;c{HNqIzfsqmAx1Df3z2kZR_
z`T$M;E=QnMcAi9P-w3v$n+er!Rx^WR@GH5K9q~qxnC|{a&Fwa?lEU^*C=dxe)?dFw
zPm~E4GTXqz<%1l#7~42XQ8Mi*EHj-%`xwXG-e{shTetb#b0wSMQc;qt7Wplk8`oeW
zJEA&?0QOay=`x`oZx2<QQI$x%a6AgzB5*l~Gs%kqgmZFc3JEAN_hUm#dVnyi@olIM
zzL6#9mP&#>L0ufPE*6_K_I=a?J#+DqRhB1Fn;66&`=-I0j{51xV3O1<y95!C%LdMW
za2ldKzC2Z(CsjVTP>uEG3RKDwolg2PaT)|pm&FgumlvR^(al3%45ywEN>>cQKL>3f
zleQa#iQNt^rKiv1jhd-iIv~{TP@`;~D7t>u&4WPnj3@N#CpclHM%I>|z7Eq4Lub70
zFwrwQ(AhpmsGYTr+AP+9t<IF2p&sYGk2i6OEzKc<=`>eOUvR911Bz7#+Z!}DCia>O
zfCs6NctxM7&y?^~62Yeei1{om5(p4PvYAj?n@JBGxC={BmF4klKWLc7E|82LrkN(@
z<DM7QQ-GvSh+u|hM{ED#q{Psumho+B&24Cw<8%U&fgeqs*8d5r<5)$mjV14a9~m7i
zx~b>qf3?a`+n-wu_wk(YhrkK`4>sO7yMMIx`lj;*HNOmwF1-3@&pOTnJ2<0$>zaN3
zC;Z+uh-H5dhwV(`-nh_Kwd=2lC*H;9>rx67@scV3l}ft%+6x|=&95JV-)s7^fAiUk
zpZ?Tth`by=Sd6*1%{&+3lx^O2#_Rrz;tk)nY}tKDalY=^d$&{mkKc_xJ;2(sz0poe
zo`GjE2*nTUf-cyeOcu`q2k-Om+X$=mn+|Ia)@-cVSY`X7psMb7Z~v>eD94LGdSezT
z*6}}1dXyZ*xZC@X6e9-ZO=)>r3`1g~Ra(~!79}$IWMDLjZy1V|g1^b6Z*4TOM&sX?
zoLp0d&UkEEf9}Gt5`k-;0_nr3+d7g>$slk;CZcH!&oNG(CJ(E>yKwx%@TeC5QZP78
z1y1$VUlsu`$aI5tfiP2TzTBhu(GMx`6a|qYi6EL3(WulWfd1EHF2s~Deu99!YqpJ;
zm?L&yXrRaV%@^jf<?QrFG0qGYf=x}z3DAK6QwN~IkdPP8P<H+VT}kVpNz5g}pP=K^
zm@1S0PzkjVtG?am+0_Ng<WVHLgsyowrNDiOD^$zP0E%X91d*b-v@CaG>$+k*=Cv}>
zo}iVER_{2wKwYD<*T_uFw5L5@@qAc;R4uWWwSCeobqsW*C3Nbt5W-fXyJ$rHarXMT
zB_=6R>~bp>BLc2k13=fq&Nor*mjsP}uI}M+t$IhD89aS4b(Z8Qc2{sm(8zw8tO1-!
z4JPGw>@^HQlZ8B!USN>h4)L|d(24pQl_53688K$Uk!GX^24j4+xX*b8F4e?D#i)+{
zYu;W-9+f;#lAGnA`@iN8ifyOSlS%pd>6#_f-#J6SG(keF&bZoR31IVh!<6x4mWuhm
z^E+l-Wv>UK0|o8eilwe3%+kxE^-VGpU^EoxLnHL+p|u2lT!_J7Pq|SCpYs7?*wyr5
zCJux%)H78M&yv_wawf|)k+mesy&Pv;)A4pXs6>OS?`Np2eXQDoVP3Ir$(e+n-au$z
z3@j2%)l#lX@>Wf=TXbLwy1iSpiAa=CW?Xv-GkWF#0K-tJ%JJ3-R-DH9QO4r@g2#4(
zVBPDB$J~ud4s)_t;_qVx^&X0{hnDUZF=%CO$2C;O=knD;&Y!?+wy?@=G227jHiXDF
zeatbQE8KkuiUwC;z`5>8@Bfb(?aNgl5Z3uI#xLzu9c1a>iN<91dZCi1<s4{=AQ}vE
zUDGCffm>nhwRniZ)J*e`Th&ledB@}~sYOTFu$h+$9jk)U7-LK7(U4ei>g8of##?|{
zt#ytQrIelO2Lc`$6sOv1`&9k}j-epPpaQ}t^ZQFk&PM=jJ=sRqNpigfEd{6t5Z&C$
z0!+#b;gqJDh-#jP!Mym-{)fQ`Fr||rwBcoK&sSJs$&8<l+#nj-q$T$463<O$I~iKl
zk7$*@aT?O?DK~Sb;egMOdj{31nNAX)H8xBuos{KFb1ku^d5A{G)KR=WwvaIEdkzZp
zSfw8<VbfZpim*q+zxiF<=~L%!^rgK%z(>UY7`Fk{9l6=pCSxtk+(Gx8?|(&W+5;}M
zpU>U`tv-H;deiN=?Iz33FBaPyindTz{Hu;_U%|cK^vk-h9am4}gRew}>(<7Cd<vfI
z)ja~*x~3Do8I<3?_1ELVE7t2D?t5cdPzo<T@@?;5^xZ`RN4%eM+#aUZeRii8igzRr
z{zClv@j~=o+e44N-@ozgi)AmiN?IO0L81*y{5Co#xjJC9X(J(h2J^i-$v@h@j(L|f
zn<byS@ZR_<$EGf7d%=@!FN^Ng-VMcT#&YzW*aD=QjU)#8CiD+tW;>!LBZLU6CTUV3
z=ZB6TFLU+p_E+)t)Sm9quw$I^cN>-huOz;_8*1(H%LdIkJm|->>O%;S#ePx~No#7u
zhB^Mb<J&ihOWq&Yed!zs<<~^N2IkwFKBz7#Hp(}9J_xdj4K+Mp>Pl7dSU}$na4FER
zSDtQNxqD$xcy0M9Vz-GuEE{H?eQWoT;*2o;HRuTsj>%MS{8F0m%HdN(J+Y7eo;qsh
zUwEmUbcZj;Fr_7hZ=M>%M@il!X5^`A8r0Q~^AL_JWc5cmqRNj*cY)om{%KMZrn+hI
z9u)e8Y`E6=p(gQSMixTr!136vT2>Z=o8Y(d9z5!Qe{^5*)~grq9QQ$JPHUxA3h8bS
zK)U*dM@1oK=arx5=6Cx)k@4s9?wZ34BA<;?^@bN96bxmKvw(0CmCxzEth6z*#WNiZ
z-9b!)s1M>Fn@trX@z(ZnT57h5W+Kctp;xcaNr5lWTcv@QS@L{5wwd2uK5L{Nhh>dZ
z{W1$%*dnf>qxtvY8KUM=eA_Z`HZ}+wN%GG@u^IOI4teHY^^)>O%CcFKT+0q4Phc3e
zaLirkT@7|H@EbW<AXzVpsdp%!WS8V>o|V6esUm@7k+T>dzJMr1b#$y*&*qkc6&*@x
zAjWsI-^!9uiF(%6G$$N^rhgpGm{~n(>tSS(tODRf7SXTzgt?FF8EpV`Uq+ls`#}%M
zc6nwtrj%Jz6Sx+=4NDdsGl`<HMlKr(9NlKIxF7X#{;5dLge3v?6LgP3D4UGXWpLgY
zF*lT!3e@E&1}}-hW5@j6rD6JbedQs=lW1VcH)8F;PV0;Fba0Iqj_7vF{$~Vu6z2<K
zM;SzNCU$rHskusJ>#e^3aT+EPWTKM|X_9CK*50{}<X6Za`_4@3nRC%FM&ieNeLTcK
z8J5bw-3*mP7r0cCkZ{i+mMC`uJPHE(D9x?JlJ0U`gMX>eNuk2Fl&}kt@Hoq)0|{tq
ze~G0vg?<Y+*4$R+3ar1;g6TNukiE_i(<L0##401zqEdehO6Xb}U{a1y!L4<qtDW6e
zW;)I(h2T~u$wVN~P<w&zZVTw$<|aE>P<JnFnQotz*d^6GcA3D*n%5pIgj%~>#piW=
zZIUZnK9QX;tSNQUkR4u<(5vi3U9v`tQ!`wpJxb)3G?o~~9raqK_I28OeDbD^Xl23^
zMT{kx2=2r4hRT{Sk=FR(+&S4WLbMm90t;Q5q}G8}h5($yGd0N2G9|NRIJ&IMD%&<+
z3)^F*9mE?)z=J^;gi7ZOs-m<vf!NimR-0}0)7NpAX2j`1$f90A2S=x!0srtCvT78<
zgMcy_do*3vyQ;Y)$?5fjDMo_GM&=n|Mo1Y%=<GVG|4M(%iol+X@Qb08+AX_PCNf%k
zb8i86D&Vycr~iiG@|f43WMx`t4J~*k_vtFfw%Dhx{=E$GQnrQA8v5g{q=HX<u;@`x
zAqye#m9X`Vt6kn;(b0L)lPYzhXX1iUjtXy5$PO|hG7Z+I%YFE_5$$T$aQfdZcD^{4
zlZnaFg3B$c9>Dg}B`T&#;*b4NlSGgo2*FI8p*6TQSvCCx&E3At1pbI*T)tflI>#a|
z+Dc66Rcln{Z&=7J-j1r_rCy{u&|`Iw*7T2&CD~j@N>UC-I(2i#bLqT72F@v0?IBXl
zH3Y}#^+0mRa~GB%s|9#Swk?U$MZrc}so?SXzRr_5k09#8dX{OT5XtE>nS)Js#H2)z
z5>;!5%@UlQgF?(FO$vu_+<bRFuqw8XEl3S9jBm;J=^0ANTc^oNt9SEj?J_{s`%VNB
z6Lm7u+QfdSzSKzsSA`MrmfVK?i-6!&+4F?|kF9qPOY;8X|3L`UOgU5^7@{O3>DDH)
zB@PudreY4uPV2OpIL+n>Ef0ABH4FAZMX@FuY6s11)wG#fnW8b!=0_`SIU!MTx=h4F
zfr_~Az285->w8^a|J2J%)SLJHx}UG-^YQfWfs=yclH4H5nkbN0Ad!MZm!3jV6<+)c
zp+XP_{|Mq9ZW7x$Cp;!!-#Vjt@b!@$C!wCzq8|I4(wp=HQi0;N!!MtB`m-)bpUv6|
zc!L8qpAQZky&s=Q`0I82?FYMV+!58x3~j#j$3LLOW~YfS{hZ#OfHbhrd!PIM@=#T7
z?_-aYE4LnuJUN;^_IucoV__aGLpPz@cQoAiCh{1M_hRHt?snQ@@7a&r8iW6CJATTr
z`PR?3&wk{kdm$h;oGw6Vc8V{Jy}L?W2GGM{b{|k9Papm1J(Fo4J=!g*ud|17Lhi00
zE<L>JPu%hCy<>rwX!;uBjW3?Sci5$Dy9r~md>vDr&mfFo$Bv$>gI<^m2*k3JFvXSj
zM|*wRz2gSQ&4;{#g1+Ause4~B2ZDMy3J6y2n{R?tzoCi${YsG58Wk`z;#cy7rt5V1
z;VAB`ePUu!%T@c`qK#oKuRS+-g1S(S8T~Yc@#qKT4I9t>@dZ9~!#5u{9Q?4Bl<VOd
zS?O+Pk3ZG7b#NQIb*D@8WY14IjCo8-a>~4qAN=K;JI7I(`)#-EwQ<@s-}A#LxXcML
zu<ynF|AdwT52nNfFesQ(SUKTR?&q3V>maWbQp$Wy1OM4r)H43vnfoWg_4eg9-}8Sy
zj@sVJ+<6;i*X0gXR89yHY%>i#DbHPK&W?^ccD@Y>0SN>Gp(B%-31eoxnf~lJtOxi^
z#qK~b*dhMOq_3l2)&YXUT#g>~c?(iwgr(`v`<p3J6OC#j!s)Kg!TaeU{8#({I+jd>
zrkp_p+mdaf;!dvOOS1}ms{QhL#SjjE)7k#(B^dKX-+_QkRenk3*tREM`wo6^fZ8gW
z=lDf|<-uT3KGcOcM?$6hT6qY&N*f=IuQM|cLbC+IpoP|&L0)l-JHe4IcR<t2DoZpO
z#txcf3_AfXmBdY(4%l)#2dcTjbhefi6T@wGz$_qXpn~){JGwXt#!V<45+PA9$|JP1
zP^TPLRck4-9rL0}Y}8|w5owhR(~Tss0Q5I_ap{?--^$85cyGS{2?f&V70XnZH7;H>
z(T>PJE@*<}XMclkuO$I&ftLXKRdS&2wge@y7rD`q2X_Y^NzMJVIo!j1(9@r`=ai&e
z|NXu&Tq3D<%O|KH<_rP<dwui&wqL5C{k_|~f%L;Ip+py%ccY=;O5K(1+xsQ0?0w$^
zg<+HG9&zs`Le2;nUrl_F`i!xF!wi0&hIrBO;l~Gde{=if7}GhfeRvGN#>z}XT-@_!
z^2n(tr7hCbTg-#ID<gjlEOM7^WP60|D|o}Yh?oA+-25jek_*RJDWiO&Ho0kxkY0%q
z7i9PKuSW@ToCS#*Vuuo(uSwwm9WTXAxnFwM21)V@Dk!7=tdL5;>c~BmCVz_Ioa`z6
zT>{DgodUn8R?l*FX*10-g1EH90c`!V`l^H&FD`2=;AmYFl)wgYhsA;K>+Dftsg$s>
z>*M*rv8kJDe-4Ku2?k=vGC<oY94>Lqbjek+WU7#w90<*Mo6)Qy`eH|8CLNc=^XgQB
zE8Nm5>}M%((V3CAZoZu{^k4k@)`|MeO`1sQP{0)%Rpb~!VpDJ-6&CmHkq08g|Nasu
zE>-l>bAwMrhx1R8ns4{|Ll<r_MOs&4XG*M3l>#a35&n0L>e}bfzdULO&lPg#R!(pJ
z1(5Vw%wcznBDEgJp&pDqH>E?BkzrwyMiQv@>TU}uS>=@V*L(Wwvs*6~Q|oVjf4JgM
zcj?eCGq2VX!-S#sZ$m+oNoP;sbH9B&X5F%<`EIG9`Cj!E@ah4n$5#c+u=1-?)ze>>
zHhP?1R4uPOJs|ESuTJ>@?y>FH2~Yo<!<?k049=}YQ2@>A$3u@E98KEQy63ZZcfG?z
zVLg|RgJe5D-+ur7nM%9uOuIM8-`XlG`{5@$o-r<GXyv>&7e-sYZg2{EbNADd(63hU
z;iy_kEpq4WT;8@1(ZjuZSo`9lY_9c=Q_jz_!%zJVJp9(RA#mq|A3i9LgkD6rLBUG!
z16x~L-ooGoZ@+hM!-nARd}T|%@U@VtzIgzdMh|wdRaul#|DQwEXXCM3u^qAm^!Yox
z8|tBw&6<XppsqK*VYQnSe#a*AUYiiq)n!yw=Y-tFKT-rNZW{&UH3|lZ#`JGqE*xI(
zc5}>taaiHOnPjR~D(xWU{lqM5#^U?bh8Aze2(^)Ju-`9Tr^>5t#J!gbQefdbP>u=&
z=TB;J7knkwD`R|xFvYfHi06V?V|_@<C1lB>19pACc<hYX09d<Rs2y?i+}<S}J(=``
zLReOxB16M7AS6^Ax5RFd+YvahNNrLltc*LywM?3k?Y8R^V2jZH-xjINzS6(6o6Nd_
zSnlwOuaVM>h`}!uKbq$(RdrdX@+{8N6r%zvaftOn4kH8n3cZ0Yk2+iuPY|I=wlq-;
zg~n+*nl8hM(*efghQ_K1umM2PM5)$a<Sr8m<sx~+ygZ38iI!o->Gu0p?V$K6Qbsw;
zD2`^i*!lPRy4Gh#4BL=OGqtc#IQ(QgE3SuPV&qgmjjEY)V-i~iy>bk|#4a19R?de?
zVpxS8FJiq&EEj#}+jgW?0+RKW;!;{wK7h>mdWx>nW5=Z}e_DG<%$nr9Cz&Oi>k7QN
z(e8d(l@M-#VwUz_6TOT!$J1_V$D8Oyl)02#1qxKwGODQT84tDeho{2`cB51|dL+dD
zz_BUV6i<YNo0mkQuHH7<f`n}YHYp61#CGKdG~g!lMGu=x5oz>b8U-V>l#Q~75oyJy
z;pFa$WJs<^iAo<OdOMhC0h3W(24hD?p|Dqd(k;`Q73xh8n|v4K%wa?6hj?peXKz*i
zsFSR_Ld8ip4l|`<755Y;W;)d>23ln8@Ma+>xv6-WRkbD+dO7sUCll8@9Gok$W}pOi
zUDJiE0=#cPB9|$a8wm;^2Z$D@V+p+GcOT0^8x7gKB3!C70Xp}eqfG=-(&cmg-hZ>#
z>q54?_%ZA7)4BS+SCi_t9Skd%jF&wRFS0$n|2*ox(^vv(^X6l4?^hobeVVXw6Fh9I
zp8e&~pSErLK2?Ga6G*m25DKmeE_}WpK2)KY{-N`)<!J?75&zYV#-Z4SBa1_C5C1iE
zI`U{J`Nq}Ry0hB}?<95}G4cz4MQ{8*^ofZEhtHA_0Sl`WvDudz%hM>M991~RJt|RD
zlLw|YFS`XUGI*m@Tuill1-{n|II*RLO-P}Pkpy796D|LMJo@@=v6N1@xYUh;=?7HP
zE12OQhPx!u#9lx{j&aDll2W&`S1Xj;?4kfQio_NkQbFm=lwpBCyQv`L4e<iqB5+Vx
zCmn<&c7FAAVGjnYoc_7j%gc#J#3h7P#JV~9O>2{=HfdD@n)6YX=n#u56k}FYZz>ra
zgEUfP$V#2d%9wiT9}u?87k@3T9e5803@_;regphxs!Yd}G#h5|d@3mlP!)5e(kH&w
zbl~eFY)z`4Xsi;FJcucXs_Y`-3PR0KE4Xkj;3)bIXQz&e3AQy+>@!B_4mI$OVbz}k
zu<r($acxqS9uVwEHIh;~tbnuE3A3Qd1gLtkgk`k#x!gbxHw>pF%P?lD0ZT^f<BgKX
z^{8CE!7NUv8~qRz?X+cqx;g>qXaH}pI;~{cCOWPe38TstW9k-yC1VcUQwZn7LFM6<
zbfDxKZ|&9g#e&P-;4q3WRYpqeh%;z3z%k>+|9U#NsdDz0ECYD}F_&$tA~#hn5p39{
z?NV<uB0J<1U8bRtqk?JPT!f<?O|B<4qF5{k;IXux4}nV8?_9|%+|XAjDR&T08X2pX
zH8qLnUAE2U*p-s|vsDy&RQfm&s(XMl1t{|o@Yb_CRAloo)0jV%&G{2QOw+(m&XSx<
z=?;@W6aDagGS?1=74KaoOT}Hir1CgiWle79apQw>fJwr1e7&&Rg`T3bAV~jOU2>zi
z>Y5`=&((PO`65^j>a-ddi`xM*=|K1eC@1gFN-45f0dEA5D@Wkme?YM-5>{+@KAfii
zW$o90KreW|{{yl{ep<iYc#1aZkl(Vt&?N7Fg2W4Y5SaiJ_ah+0E>Haj_$MBy^5_8Q
ztQ!J5KX?_-nAlgdTGzQ8^r+@pocUEQ|Iu^Zi{QJ5)8OkaZ+W`aZyG|E81g?1K-9OU
z5yunu+ldhXpG84aU_`UKh8-SN0+Jr%erMEYd9_AwzV98wuzJK#%oC;S9$+d<lk{^G
zNPFP$O}-$+8p)sE+BP+3eXsooWOR7-PWt0{6>lW(1-UsP)Kxd)%q0TCL(VLW2eS>2
zE9ALz;*yq;{-twn4jkI!Be(y9(?8yvh<F<6__EFZ$SJ@|=&dhIxzH{5-pq^`s=32`
z85^{DqWt`}Fy1$zVR>~P!JyF4a<&%;B%}ABYet%*k3}87kA8FI8taq4e$W4eMu)R&
zLOsKGNltH(NQ#_K{QhGG%jem%FaKB>wBNVmG9XHnZfDmfMB^e(gq4RxKHSEB)tdd6
z>fL<${khuO@|V=y&>J!Q#g@s*(ut$rYY*h^q1%E7E^2h+)8VIYx4gam?03fH_?CUi
z*Aq6|OG+*t^0xmmI5*(&?{~NO-TwKFJE!Al#r>U0AKd{q3wOdij}Bd9e;6s+cc9mw
zRi06V_3CA0dOKCG^xD8Oyljn6idA5=7jrQ#@ewk>ohYhv%NfW??leHfJx~aY4rzB8
zwzle^iSH^6_+@V&Wda37Sv6N(#}239ukkeM=#ZLLgLb~|ljP2X+0>MDvw#ZANQLnw
zVq?24sQ*PMMmQc4I*`i6c;x_&Z2J0*<B&3xUuA!4RjU~zX9DSB!0Md8w&;U(PoYO=
z0!rcN1i<j=0u+Tp7~^=78&lebrlT8CIk%kxxJ^2m8}XE(aenjl#Ck)MR#Dajqr0{*
z$m0#)9XtK^jk_D~TtT2cXKvjHRlGZNAKG?ae2#+vgLfRub|xmbhrGqN5P%2j(bRi(
zM#4WJw~SG~9#VrTvBAE$^yuTQIF~y&d^Vog{n5)R-Kkv9uMfWYV-R#{dsov}p=q^6
zuKNg(hP#)4wD<>A{_^dY4UxxEa>LupKpyqG_A<i0&%1Q(B%AHEU32$f%fs_S&pKM1
zBNo8h9Z9G#d|*XeK}yhzD0Mi{jC$ztp4g#x6PnDEmuKYXVRFWl@d5Pg;O7UnYJOeY
z@u4HBGUzgi=S+VhNt?vy=^kFHD-}<9rH!Pm4z!oqa5gQ1kkI^9HjuK-?n_qX-u%@6
zVCUVtuU;Jsx#S^qzg0!#*M{_M1AaXe`VUFojrqeWXhxx%TgEKi#w)`bkpSFWI{B}X
z)SVJPtf9kEcf}|(Yb!OG!^MkP7-|#FV$`YVW<m<L&kPICedOFvp7Sg60M;Q`!b(+V
zCHfyw2JH1j=)wd`!UecVBA4lSU&BarEEnr5r2x`IC~jqx%xHIBQNhdYE0QtubW<r@
z(X&7qMKT&|Z2Zk=`~q3&=#XKhuIu{!l0uw1^TwD1{83(O;*Ajdy>U5(W%z48`D3AC
z49V~iD--bA43k2!r67$)b!40R9eM$54AD&QrNiB$=Hdu_EM)>+zNsGYJ364@?^l2A
zm@Mm<rWKBm*7HIV;+hOVKH1BWQa0iTM0CRSY1*!8q{Ud+zCPu~iE9Z47&7$q1sntp
zS(#wOk74M>QKF?kkRS|r5gY=|Fc-SEt$QFs8Vxip$(S#kC)A99WDtKdyvSn(qzd@6
z49e;sorn>Rv*KEp-^u1!j_W=;ZVtxvw*XG8tvkSTQ)~R7l`1->k^!v4jQD@o%q>rH
z^i70Jb#DKZ<Fau5&9J$8S+24!XX5k(@nkt2l5fU20VpCVA|h!4?hZB@D}6!zGm!(c
zcA&gA>WDW~UM7>l)^+BAcxg*aqOq&RvWx}x#F`Fwptz7an%kaL3Rqy%{tAnl2sO6H
z;II3u)&sFZiR-ic7J_*IxPyNKml?^xV%4b4cAXTNXBPd8(_R5jZbh)WE_vwrdFxA9
zRqi8;p<DAnqcuTDeYSGWvPx;C5Ysvq8HQs0?D1Yr0?RB$N`c+r$>O%iiUcmMU(>VD
zMhaDyOv<Gc3uckB?mLW`WnFL##Yy!r7!<651y<+@DJ8l-QQ?|c;{R*q9MFRosIs+*
z4YXk71_OeW!dW53^_fdg0Xxn94Cjw>Cnd2|;T&u}RB2ni0xs;}XO{V@OXmTW{tY(W
zTH4v9ilvulXwI{d7<Yz|qTx1+qvVLb<hiKCGOLAY66*_b4%x|#GGj;Hp93j%z#R+N
z4q2U2!MesV5xj5Hqr3$#js{67!R7~er#gT;6Hq+=HRJZEP<aBE?;Z|R9?WHohsC|=
zn+TMv2<TF*(4tCh^j8Xas1z1{3F+mRozlPHMTG5I2cY#UOC%vHjv%6^yE&|{2dCjn
z?e`BDC=dv|(Ij`uv(0Z0uW6*V%UyN&M=1lXZ>>Q8he-`%i!<lxcJp)zQ>y|tt+0&z
z0JX6LZSED>a8GH1v`2CA_B{0=geI{LaHj*6!P^KZpg3CMw2zRK`O}^+fmY0yJBeYr
z<{`v|=jC+{HDC|sCE7h^5MV|+QxH7!Vubx@$I4U1>o0n)*_3a;#VWJkO}j*EJa_!u
z=MTSaK2!T(hPwJ_t)#~OU@QAn7pqx&*HCou#+EO`ereb|GrROyeiIgivfD#><#~p1
zzj8GB%&stg<()I{cl`YPB;rI?JZg7*%{a9CkCS%xsBcet)^?sgibHe%2zY#~!Lz<L
zNWjbT*vJdo{n7iVJM74cD|clc2TuJ|_4Kas(8H0J?`ijf_JTKgj~qCM{T6E7bR{CR
zylw|jyrYeLsg{88A)KR57nuIzH!b)4E*;G2IP}fw|9!#U@h$56(=oS>oqT{o3pURv
zHcW4}k?(cw9yyx0HL*u%l8%LAiyvi2hdR53>)k>Uz*Km^^cu+#X~`PKpHGJxQMoD~
zzjJle={7<L4`e`s(y<~UiuQF5`n}7a(lWYjRVx|bZWE#$<WuPZi{xHK4}!+Ok+x2m
z^D&nJ)8U@n3#X60yM>LPx^(H&Mbz8aKv__?<W5fku|H1i{`TrA&w{GfkB*J{zU%q0
z?ub9#?c9ijyn280)AK&6GmbClCdNSgJUuG81Qbk&Ym%$ereIrIPf6APW9>iSb=5v;
zVbg9!*Ujt;kIQ!7@ZENv{@`D^vgp(~t4HpYnGb6Z?qPmA<J%ByD}7V9?VY>#ftJ11
zGV-^)lJYBc8_2bVP~_l?s|8ZPu2k>s6%)hO5AN^exj;>1|LblMGj6uEH?Lj0ZMX6;
z?C9O{a~r;-e^Oy7J!t>NhVvX1h)QE-K6C#5wCLRCzaa3BqqaNqCW&|Ne-+XVE<%Hi
zJI3-Ll2=N4;iW9)j#xr*ty+v0$=u;@{JdDfF$pj|-kT)g=^l_!!H(~~mJI&)2rqr8
zXh-kg4Y%VVxC@$_woJ;JM;I%P+8rzzOuX~4`$&1M41e~syCmTCV(UG(7J(@CfsoRR
zzy9zKNO_qGXeeubbjIb}_wU~i@#h-=i-BDx;L^Itf7)E|`RmBNBOCv_?|hxzhmpOr
zlI>xnC>1C3e~Cw3I)16s6s&(ySQ8GtTgP5)37P*);`9f5TM!PO`*XzZ-CqoOoO%=g
zz4+$-!Is{Ah`ehfdmWjs`(_D>iF!ABc1?4?t+9;|M=SA+EZr93`4b;_7TbNMW1&Cf
z_4ms=-l-hiPYkR*xoIiHIMqD7x$}>Q8~201caMCwcf)tDrw<NpOKQ71^lLlhox}O<
zZt(xuRdvo8TN7MXu(Yl*;ONX_LHtcP`4~qr9~{^#@Tu+&PL1_)5TUYNJ_dpI+Ejo*
z5D*BcJs7)1L3#;+kC}g|j<Y$T>YC16@v<AK#BR=kT|EH<Lb7Ne37x`kZR{t6nrq$z
z0nr*#&#>9Q^o^8}IdR&<G@woP1(ejPd?i{ZNTNJYVl@V7Wo1uQ{-5D1B1=s@q+W}G
zXTswlg^kv1lR>k_H$;kOS?L2g)(L1Vm#h)wqoPVPMLh_2cUWNc6#aa*oklrJj>iw2
zELM!rvP%C5X>C(1$k*Ed#u`hIos=sEuJR~naZ2wff7q-stX66l9F-Qmu0IEfBFyrn
zKh&6Xlv((4C7cYnhP<gQ{3qyXbcr?Jjq4sGHOoX|rv<zaoa_$UWwxkZ3w5Aq?nQ$n
zZ4O$jZkJ+=Z8Fb;C-8}hk99}CuN%pL2K{&>e5_z|&3H=Cy{(&p!j0LVLMV1`Vi%Q$
z&nkMcCD%6VL4bD-x$VoORAlvM$8EI}?!iwwbJW&H5%6Ilv@hEXbi^b+QV5(7Yk7Y0
zU;mJ3`F5(J!go(f-I>h|&}~DqitcB(ug1J5&)Dr1K{+Ye>Q5TJ-gxer@o8JwrNv*i
zd|bsk>vCDUVb6CdApcXLa1ZCxx58$g!gs$r=s5Tgx?xv`OlJ>^tnG5!Y>SG}#QeD;
z{Cw|kZ%U><^pKJU4*c+ybezy|UBq~)@C$~*xBc?<^}$DvX#Lmc4n1xgN!t2D?gul6
zF?;ug9ooN>w*8y^Nj7^MZ|)PY#bwnybx%V|VHvc(GXh(3Jg#O>%lo_UL$8fA%xx|K
z*@y1AIS_eZbCJu9S8IE>JiA(52`GlCCfRzc!Ex>9T90o&T8Mlzlvj7AWqjsrIomEY
z;2N_`GzN3b={)Qr&pZoucyZqjt1}`sI8@5609K6c_$KR82b)ld)+H29`}aOLp6G+y
z-*M^ehqrHq2KCIu_spO)*N&yQNU>5a<hNFJ$LKnYyb|Hk5OHz@)R#zKhT9N_Yy1!q
zZ_B1rp-d}ai0E>LbO3}+ZsM3p*B%RvB5*q<Lo2P>hIODl!#%C7Kd_&kkF^F$Erp6Q
zu@Ps&lss8syMwtDU!w^@q3S@Yd0Po>{}hEn^Y*`vaZd;J{A=dHImc#aXdM@9qC~}G
zmq>!x44tnEEL|U#+vQry*=71<SDv0W2M1f7hB>3p$tTy$z)aaPLUGwuC0GFDE4RR|
zG0YreFI^dKOH4>FQ47lGQep}xW{zp$3|93j98>|5&eIw<3Vs5R?n+NqF1S2*;Ze)O
zWtDz<w_tAKYTl&Tizh^7+Lh-%ei+wUGJUeL20I>uB15NX{uhTcbR?6wAtIHaZsFqk
z#NbXIv1`mQ;nc}*7iV+ET>g{%M?`XC4R$!tE6yf!7j)BwxRd#%Bxxgw^F-MYB1g9t
zwu;Nc<(n>^ET_d7J39zfrEkjQ3Vh?;P3q?8xQ=-iKT|}J&xc2}^^%kQYr`|D`o;jY
zFaXf-0kdn;AV#%D8A&%9rkq3!likw;{bK`JQZwX1$soSI(<#a!Up|)(Z$dT}&c(=q
zE~dO++r+NTp=H$RcV)kweW=@a_D=MLGJj6{6-msyZN!g1AGe7dK@Zh2-Jzr{o|{mC
z`#@)R$U;N$VWhF`gnZI15X2i6&VD_TH1Oq(ou3@P`$fx)HtuD^S=N^QP2kYlgv!G=
zuSFgY^49;gv!wG&`w1vd|9gMXrCsBPzqodLXH!^(XB~Uz{;RAFLkB&GFB{JAQIbFX
zPotO-H@ZVN_?<F;eby|`djA7H>o?lOP)MXa@?k~zzYoJPD>BG`_Pl>%F=Ss#4m$?A
zAKv%$$Vt*Wa+>Gi1={WRJ6VE?^L4xUG;N>=(_1)=Ztof35**-sir(}BXhv%d$E%b5
zP0Fsq#xbfKgVu&F5>p+-#$kaMQmN=4Q|3NiL+Tkf^QPacGfP%V-)Bz52bMGh3_=>K
z&IkH05ZlHl%kn$_wd-m&O|Xnzquy?zjQBZNdhvXkA{M4kT<YL+#_Wh_2%#ZZgXtSv
ze-RD=Y>(-^A{;JaS+Am_%O=h0JTMR@A0_0;gk7p(WEWIrmv0F#YxEsh<^qSQ=9Ffo
z&pPl{qyquVXN*DGUKRk&7-gzr<{grPE!Ms&;S$IJnO|)?&l2^(K}OmzvrL-_z|<Ib
zmt=ExjA&@wyWVl`fD|{CI~kXT^evNlMn?$f#U%l+d;Q0pd&YDfac!zy3r)CXkhvO|
zG3YD(i=hjM=-AlYD=8LEL|VY}Nf#9X;CMNE%-g!Y#ig(E1aS{~O0YB=zKkBRNK?0H
zTsB|h$LpfVE$T)$AXvvlU2`ZbG|qu~F+KT>Rpv1yBZ{Ps3Q&ZPVX@x+CEaNy&qb6b
zYIE6`b+Ha)teG>k!RUrjj*~#&mR~)U6ZhVWP_iOU5%upfJV0Wt1SU<Hl97*r@w|g$
zIRD~R0S`tw$h;&6raed>!~_i!X<BoeWaI~yIM*Z$J-M)RgxI7&ik1B-G;(JXwwGq%
zi~N5T9JrP{MbwVvE>Nq4DmMHgIZ?0d62~Z6j+T;TL90Pe1{RqR|7pN-$1S4QWL1@f
z8objrDcSRNzW&!@$_e?x*=QaiztlUffNGQd7gaP8yi9D<ob)A-LKQTZUF%0Irh$z}
zU*9sg>wrOA01Tz`bx0&2|Ng1nRAO0{r!2yAR5^~C=>cBLf+B^GH5`?DWg6iP*nT_S
zND+37=4`$jNVVp{>@piLOZmhc^C*#8-MKgb)L5xM0XptNU(~F2U9s>}^b*V*=k+2v
zPgz+#VQ2b(sD6Ju0+a@n80fy*`46aji*~(`(edc5b+lx?{Ik?2m9$q6b?Y84SAlWu
z*k@O&N_iBEU5|1kQLWt_-cpZGd3SZw)jdZmf_p&`&7kbQiS(~;4E{i$_Bz}7yU*V*
zioa>teZSNO8~*iowLXxBS4?+Y$h>~&Sp2r*2OgcMZ$7&9HydPXd&Rqlt396atX%e4
zWzqHu2=T8!FG*}p9FTPEa)YdF=KV4W{CGio&h*3oTM29#d6($_p{wllx$}|x31`=?
zrffg0taJJ(W(x}ZZFM~-uhwPz*Jtnjm+?cqspw%*^W`VK%=q{9(b%xim6%&>Pt>Yt
z#xt;DLHPQU|7?6R`Zzb}b?-Y3yzX*2|K8yK7x{(ugge<crGCe#RgVCRwQYY4iZo{M
zA8<YXom%nfpz-a(?Q=hhwueR5vC6NpJv|x90~sV)c`Vypy_E-Xqi2|Xb%x^W&P03<
zW}x(sU6gV^>->}>7>%vW*Cxdw;sD>GdqtqNFTsvv?iCh9mBM|y$Y^Z=uLc%a1>nQj
zAloscOB5nF9c%pu)Rsg$BEkyz)kF;y+rQ9VG2NFAv?4@J@Gr-b1Wp@A9Fm-*{@y?b
zopw{taM{}RmgizaXWM`bF5o7N*_kELj_dvtY0~Zrt642HLR!YmR&r5m0fp!m?%JV|
zPq6YE{e<Y^>&Ovkuv7aoG$jg=fu^&p>W-DZ$x_dKtywZ0KPPcmSf&|n8tc!Vg#v4~
z9{-EW*K1lu#AKI=)M(NG?_&xulhRz=G6ZBKvb*9MuQcEZ94p~}ZJB46W|I2BF2t5t
z7!?aAz{qAC#@ms!YzTnE^g3_OlUr1X7a`GP^4u>ggvv!^6%U#y8zr$vwwdRs0X||A
z-CVOkHcJi2VHHc6C`l`zW%--?O2(XqRR9;y&*K;*;_a<RnMvhShYtsD+mY#V>){!$
zCB$k4xsLM!pD~KM5f!|O*Pp(=e!wf~&<`W0>l6oEVqCv?um8ItZu!|8bz}kRZ{n)*
zXHa~C8mKXHix5z(mW9;&uixI;VskBj@lW-wKa0E<1J~g{lIpmbURz}|fozaa!P^A?
zrPH|7eQ86t=EUiSPhZ}?^8<J_d{0s>+CIJutc($b)uMu~?*9#}=E?Ai(HN$;eN(;>
zr<!fm-Ttwq>eK&trjPs#sCqxO-LyX*n0n#LyPKbMZ~xdqcoZzB?mhM6??+N^od3Av
zJY>j*eXE`m_cGCLgX#t8+?{-zuxA1=wT9u;`gvqyw9mj2aI0awoXVb`&)&4OHbDZx
zGkrC*GFwBwFEk>>LD{Q-_u=(Pu4bE@7_}rj3RvzJu_Fa+1k(TqDZ%o}0S$yo?IuLA
zBz9<5-TOFPuR9^pj{zgoECawvkxoJv_rT+gpyWw($4aGnB+z~@g-Rq2<0lizD!s82
zTJ`7_Ja14C_@>xYCY;Y?94VfP06fuEU66oSCPCTP&zFa1pl$5B5YYL$j~9t1OQ9rP
zhioDiq`{a<JxHmH;^^V6b6qq|;+T`Ek}kE(|7rt+DzNHB*WXH3RJ2Hu#Eyny@MHsJ
zlgi}bCap=@rnM|r&F8AZFUhAkFjjYl8=1lFASs-2aVCr0VW3l-+}2&uQ#uJ_Sr=+v
zt;k)F!oGAX9XNLZs)=k#morvl)X_zic&!0KMKEzmsRX@mKeHDoh{8~D2si%RqJt$a
z4K(Ez8~kT4guu=1MZ2?XlAN?j1VKhmK)O^UM>^w7IJH)Zf^ni5m!Ef6fG0wD$hN+4
zVgIzw9qjDimk62BR@R&(k`#UN;?j*2scbZ(`Z*cKrI)Arz?4!DcQ&o5G^bBw{VOa$
zBQxS01a_JSG%KN;HAjl}DQsKcOI+`!xkreqOgM9oWs?eob_QU;PA}pfP~5X2dMIb}
zHS#-}+5f!RU*BSx&5lDB4+z(nrunU4%UGN>cd5||UJ}TW`MUOLb>1+5`t7bzhJ!Wz
zj8#mbCLk3&9zN;hf5jo(PT8|mSR!Hi;Y4Na%BqD%q&OrRR49Ei7h01B#DHpnsE7Y`
zXOBI(YjbI)g=Q|J<*(#s=PZTN!m)PlrgRn7G)d*4G-7k?u41(#xF%_7EZV1%QQPmu
zjx5No>Pvs)GN}i}ve$EP#X!Wyx41plPmG?TIaH!MTj1Js#Xy2k=(kh9B43`5ODkvB
zU}TXshB2q9Y@td6fLf-8T~uk}EJH_Znh{=*x=U>o7QoGA4<K!Ru4dI_S#$r&Vkmkp
zGqR9Iv7smH&>)DgoS^!%JP?h=Tknw!<PJ90ca*j}D<U5~Y~v2i5?AY*gkV&ZE#tR*
z{|;+o2CzUZ+5ze9K~8czrXu9)WfiY9iT8gvedF(&M?d6!5q7i$7vF@B_`Lmmi)j6$
zv#1K7HX`WDgC*)Cc|X7N5bXX^aO=lQJ*TUFeZ6mu^RaDwt#yz0mB<n2$c#Ie)gjS9
zONnUa=+%Q;HkKZ}8V}p}y?7he_Ehesg1T={AH9VAOL;DB>5k`rId5+5fp|uS-n^Un
z#TSthmV4aulVqzw!rUiryJFvKn`m1%^kYl8>e8S$azD?bg5o`h4~l$PZtF$b@oD+i
zX2iLl!U~pKXA)1nY<+d5rQ&f4s6{`&`G0QnThQA^&L_T+?fy>k_r9Q?K2KC{efvG{
z<sJ3$qjFx-mYv@n6?sNJ72j+)5-B1{r}+fzP?r9Y9~921LCkCm`|04}eJA$5KXL5m
zEOW)7`?sY-cdme607czz!VnVF2q=gd3K-bO1_W-@IX0a&@CM<vo18`OB3mAbU85OC
zJo98S>mnH|%-1QfhJZH_3A29FHlbAUy2Mu934={$EA0m4{q%K>BNAP?1S1THB|g+j
zBpg4g@8CzJhP)M_;6gGu%nl<+E02y&7f;5fK}A%}`3zi@3ecHL2NPCcwCwDN)t&{d
zenp>WJFv9q6{1a78=Ie2bV`KQU1)?m|0@UtvHqvJl%GOu&PMvmoc>Pnk*gDIcpA$^
zc)}FFJ<%jmR;p8+>?5UeRTL1A5@EV32l6IeTyyko1oa!O-H2n{DS*o*BRLqW|Lh9{
zoYfa5B|g#sdbUaN59rr4fJ2;<*v<srZ%svcHzGh%jhV8x2qVq%In%9g^|_r!`5b86
z@%30pz9b5X$nC;$U|Np|lF|w+aIsy7EM;gHJ;?R-u+%#w&yrE1NjRWBU~&&ogruR{
z`_+mP2Ni)c!T-i3+*IxZOuzlg*}xKu%OK8}-^A`3&(kFjZ)(9v3uTshm9oIc(5|A^
zxV|QK+UhC8O8mf5dDK8koHnKIQvmdu4%H(V`{BOAB~NY&VTI5G34qa8@K*$(15vR#
zlZo(mZcMWpiGSQGEo&`>V~O4{MS0zBOvwacE+zwrH4Qp5KxSq3CZIq&o$(tCOf14;
z2~k-(Y*~}UjR~10mEz7K;0B4~VwBhxS*5n$N65F~x(sU!5Tk(D_=%x;&aWU_-^S3l
zZp>jRddfr^>^up5kCjBr6;v-3w^%b~LyXN0ffQqLNqS+4z6*k4JLBxM5eYp8xPM77
z7pI1oPIrXx{O`eax_gR#OXhF}VD9$7D}m!qpUT7F+c^{nZYp%#dAT4R!2(*uDWePy
zWEhyVPW703;ihp3!Nt1N^bcq}BtG94usXMwQ6NNP^)$9**n0kpW7(L1*Da-hab-!6
zd4T~~*$ZEaXhtKodhiL&Ev>AzZ3+HBq+T7mvgvy3oOcQ_tqiC^jcXz~X`<6fQ+DJm
zoB}kJ2_5TlN!<l<%5ktob_9Y_rdwdq;UWQt?xIO9B<F3u^<&t~2)yWvExU*Mh5m^j
z-QXc=UF(<yQ9BSM32ZIlX9k5-_tWnXb$?``?&q1aB4`5iSFhB)w3pfC=_Uhan6pC2
zG&_G(*6eJ8Cx{C>;=CvwT92<~@ftw#TK%r>m%1}&DxTtl1H(P;e|ukX{4A(x#4EGw
z7w5+}_;=p!?(`fdt^HgVb~5Cx|Blp+#i(%iTozc%yY=_mw>ypJ-W~jS@N?T$%{LK;
z9E$2azVdJndXX*bsk#(5McDq)=#fG^gB~tIdj5VpiE$5nst0ur${S;L-E`#rK3+eo
zqQO5n)c&tS?uW;oGl!3O2RZwG8-4I{74#|>x8W=(n$|KAUfrEG5@%rWu|3Y`PPX3p
z;rqyACqC=G)b&39#SEbbAOttqyY2<E?coGYW|z^gvo`0BWe@PO?f2E6X*e@;c<9{T
z#;tnaRaQ}L(m9^`it{33!Qs1leqO~LKZoqO=u}78B6D~)c$ij=)g-K|SB#@zpwr^N
zmsHPFn;#yzTgR*FKECemT)^Cs<y}<35;z^;$AJGE*Fwmb^^Y#oi<jsT=&&ra#*3r-
zy$55OB^SWfR|rxQ+Lc#UYD4oTyFLXHs*^RDvw>q}z#9+)U$GPCEkc7cBg?9qhHLmx
zQ1&$AZfs_}Y|a*0^4x2eObRF1ggb%dW=)QG&H*n9P{n3|Y+~aKLX9RNOFIT!jWGZ*
zEFc4il~wf#mBub&vTMQ^2gn!Z<8Oef9cE$SdZ^<%+Y;#a$(iYaSzED?UgoO-GO#>J
zDsi~4pX}c>;T@eBu>OSKh+gk@DsFSnF)6&E;<zr5(9H{4?qpkfvREu%U(s;eq@8Cy
zq%DA<UL=UgK<j#!yj(2dO4p%u#_xT4cjkFxDPOZ<aeAe>=mpK7hmLSU2ecfwY@k-k
zohe`GUqQApxH?cw)W!AZm1Pu(UG=aKC&fai0h<QKhKR)XRWDmpzoeWzvD*IW-P-4a
z?;d?M2CXi*x!a@0N?R-siZG$Jj!6XNb>DvQAI`a-znr@dYJMTS8qZyR9k}fv2?5#@
zwtCd}2k^eqFSj2!3V3k8jZADVIlDKKmixu^(?3>JU)oXWt#RM`C!{Vc@{jWUZ^|mZ
z!&wfU+cj&NxP0qG{LYH|c3<K#5n++?psh38TNc9*_Uf?5-e>xG05!}#1C0@tzQ<~r
z-~F;FK%4gqcmVIQCku$MKtpES9qi`FI_PAe7NRj(f*tDL)61#r@OT)j(u4)Fk=0l_
z+t-LTt!I{VO%w5<!0NCR$3)|5OudCIsZ<&bmEr@ZS?2tt0taW75`u8j(M_;m%>$_V
zEky>p6&y`s;))jlq0(;l08<8hPXsq#m@gAnZ;cy`jaWwb$+N@*3-HdDon_MLE{2X~
zbS6TE*&}}JLalhE2K%%k7U~)WGB$bzjD}SG`owDPE6bltBO4f8+A*Vf)^SOwAU0X=
z!J)A!aql%P3_TNPf+r5u3la3W(AD~6{B>?Ko95>RV<7>6ufoYSw}jFPt%UYJN5Duc
zjJL$*5U{SPf5CvkIVE-mWky~jD}1R`7*qWc4T+|<8N56GI<gqjTGKL}<LqcBba7B+
zv&QsBu`AK}BjLj2KOo=ywf0zA<TaVUzT*il2E=Q$GB^kmTonpwS10raWJoe8&9f05
z6b(_w$7+gNo>4mjkuLLOn(GbD<{KF`M4Ld0nL?8RSk5ubz$}@<7)VsIgu)WL>L)Ew
zROkW*mN%cn-j-}Y0&v>ay<!_~ro3eHO@SFbLbA!ppEe@jO$x`Oss<#Wo^l?9WPl{Z
z^dJ;2cAENjE<v6Y%n5eDx7m>}$THD9dBt`(keHGgS;4aOFluXz{(!%wtgBNSmCfxX
z>rNG<25WIuit2eEE3vbjoTe#sXADt6mfWTGQXu}^Mb5nuikmcanmH>b$813=d=TU1
z)1!?s^%VGkbeMu1<rrr@V7cnzMpDUhnL2A8rqi{gY`zv{(DfJsM)jv$)P*K(ZN4`w
zmf8`;5>-!ZbYUr(P}>noBbl#x;C1+9(;}-&GaABo(Ry&$NdE=24l8!-CPMp^<s}q)
ziE_Dk!K8ZP>`QQUr?xOcNiyw3&b&zH!X*{!fyaOHiUD9@<wW)AiAarkF7LTI$~O)e
z`1Qb=ZnZW(!W#9Ar(O%RUP+f}=vkKP6@8=gum8WF?1qN__a>P3yA!nl$v>Dsa~ZgY
z+RyO=Yjh{xuNy=7><=Dv^%=NdPyPJz&@IHRt?~CaEtXuJl$<`j^?y$r>bLFw=+ioq
z0BMbu;`fB^I~A`dO|h$A{{z~MVE19lvoi*KuT@-^wf`2z1bz4TC<^`pRd(}Z5DBcQ
zM-Z{47?N<QWh~uL?!a^%Z^sw>kMr`UFL))-@7Z%pd|qs8s?O~Hu;k<C|9hF{bnL<@
zzO{BrKIL@M#!=s;v0hMCPGD6}7!MY?$&HH2`IBRIx*V0#F5mhD+OJ6NHoHZL`@!XD
ztCC<o$MZYa8%)fow=Kduj!c)fc*O>1ezk=ERgh*zYdYly1+njJ^p;jxm6D5q$_q<C
zY?4#EOukZ@sYycv$jj=9T@)`iU6H?PTA(=ZobHI@>&Wl4Y|9)tzyV_6GTLgq02#TQ
zHyN`s@OHJFZbx?CT<0s5!O?I8y{~F|xWsuZJs@-zc>Kg)ctH>wKTJ&{TbTn(IH1?p
z&oys8Z+bMRZ(tTkhh=9c$PH4h-oKNhhstOR-YF4jYhK<kC%&c#8ZnzrDO=?*RcWgQ
zT&&T*$@Lc#t30=~;6PpRHTYXXjBT-L7Hn}&SsReMwjns~j=avys%QRP@XqG5>B0d`
zGJQU4J}P)3L=w1E!yQhl^A)Gpbfj0601A<CNpX`Z;KHKw<aU7MoJtP?{{z}9>suZT
zu;fEhVj5(wPdU5Lt33l|Zqbf_=M-2fXQieyOXCvZm?j~gY$}5!Ykd0>osp{vM2J=n
z*kNPDQ34ViT4S6`?`7zQ`)QF9`j~)KtW=LcW5!CJ`OT~2A=d14gKQ3rA|-6|@~NJ5
z&TZ`{I2)+b1kc5gJgb>nZBe=?08}xww!pqT5Q+#pQ0`DbD6l0q2hK+T3jAC38yk;L
zHk>^(cK+HO?^~B+8M-dw6at$2jj_x7+d)Wi%C5rqq154I5X)$mvkPA<lZ#6f#^&i+
z#t6+eZU9`Dl-*Hr|1^x@eXsq=XO2ZXXuYl;k!=6Ksps44>z6NA6xke{X{k$W_|Wk3
z@~f9$p5V0LLy<#HdqmLgk>eG#g4E3gOobQkw-eV^QttV`-RBpy831jiT-x6*b2S#f
z2fqTHZ`l4JZu?$t@vmQGG`{uxru=ri?X7~mBQH>^o6*}xLd*xSBy!zJ8qc2Hclraa
zALMnt%X+}fq0%La0JI3g|BBQGXJ=GzRYpw~q`6b5`ZgWLMH_pxF!=CM`x%ebpA)+e
zoCu1z0|Y~FGToVCzx+YbH}!5Qua_pJ`HjXBMd+xbS4!rOd$}DsDvmpdz`vcPQU$_+
zvhFrttOb8X8JJadfy3^?_k)*!Lv21wIi0J|?Nf2c1|R{r56XtPh1U3AZ=W>j$Zf$y
zu&-Lq#i^he8|EB)Oe7$mL~+<9!*DNFdA4bMSusM7YY)l6i_HpPHFbV0xZ9Bmq0RHK
zB=G1i{w&$z-<U$Cu9;@WF?|^$IsDuFtS-!W@S+{2pFI}~(q@Oqkbu3Il*H|9R*hQL
zb(z#wEwa#hcM6&hJeU2(sD~{=vjz${%XD*Tnlsit;I+lpI7`R;dx;gmmNaw#E)C#G
z=`xTp|4At{Jh8psFR(AahT`r7o%JbwCLIaZJ+)PZ*ppkPI~G8Jc#?I33bTV9xFVbp
zFzGf9A@kEzldp-G8tli$MTg{#DxwT)#cOPlQRaG+p4Y)j$!*Mb{L|<~%<|3~?5^Od
zPr77tsH=S;nfcuVBX;=GGJRIxx`g-%BpxtqX}cCoxc<1|Eo15KuwnP`DcHJZj<e<w
z9%TnfTdf-CTosLSA`&vI6_sL?k6XZN(>S_)MK?k>+2mgEBEl~=j$|vlB!rkkn4MJ&
z$Z8d_!9W0kzyTSx>Fyb0*q;7H?n&<yhp34(#_bCZ!Qsx%!OFnOE}5Z#9=^qm!%cpG
zZc!k7{4Xp6cQ)%%^|Gw6T{OVcmU6r3?~_}|JXCZBk+183w9$=py}wBwM?iVQlQ4Zk
zp@5KA!=>ZJ7NCTL#H9udVhcE<OF%!I<APyr9;CKTDl-bB(WOXi=_GG*3}6#rsJf)*
zmTbhi6n9>0(&p=~16GmT72nhjP|1DBI424zyoLbuv;-{3Gvs`4aw;oOh~8#+P&Jm|
z?bFYBeL<PoT_MOPIV2j9rSVnujg=H^z)ypp9X9upnwU>J`#m4>UKXAEXw&7z^Jl~B
zY9)s~_ka1|o4V$oTI;?aQRsImot>|ayu7}lr4Mx(74rTUo1hB+UEP<r-e}#uGxAvc
z?!;}kj)ono0M-YI+aP!Lcpd=x?Emi(X!W)0q-sBr;M0lEbFVJH`Tf&|LvPP+xpnE&
zGvRfY_YKuK|Ht_Vq(OZs>dtqdupew}A}fPVe!g_z?HPgL;nR+~@?+;7lkGyinj?4E
zc`}|XdH8$0mL1uBv*mPgY|@Ss4~OdR2R9_H-mZIEn{bTTb-F6sSD<gelk4s^`~Cuy
z?=*NvoWyG560iF%27=P?IcF71Q`@GCJ)|(Z)%r|wyQLt*dwU25$FtM+uGZ%E3Nb*x
zcQ6H$->q|ZONVw<-3yoXtpn9SeG%mui)>SVK#HIK<qm)os+M}&YDRLG{Ak7XeF&C-
z1I!3xmC$tM72+_TA4L+gdLXD&+Y;wFiXbPBLY<9@GWXzzt`Q1#c)hDm25(kaw?1>y
zAUi^YqeScow8V9|59MfA?&Sso!t0`W@THcOva!M{J!}^Q6_Qo5`FgX04Dcx&9Pnm}
zjv{@c?g)=&4@YH?-+Ke})J<3V1JR?q3Nn^Dfn4qrgPBTmy|OfoZ^2Y=zEXUpAWmC4
zNir)&S=ng+YZOM-5<rRUS`gHlfws)nQ(~F>F1k>S%*IwNwO8wA%%aNb&2?ji`Zd3m
z#Q=RPEH&hf8K(-+NVqh=Z4X3doRVGB1O=csY5#z@21c5!AF50Tb{<KN-YL7NlgTEP
zQb0mPx%pYL^A_m616kF`ejrzws|4+$&*mtZbYvME=bE4jADfP6q}2H?j3uz_NUUW6
zznNu+E9(weXF2Cx#}YwRmI1K*AJFJ7GeJh{%MyQEo~s51++`@oPAlIu3A{>l03q+E
z!s6C|MZzrL*bg@X2pP+CfK@ae0q~zSX$90dJL>eQ@qV?n7SlJ7_u9hU5azQ`y)<mD
z8A&C+8xQ6WM~JA68pincejrZ(p(oCP%G1{Ru4;(d<Wc&+Vyb1?exJX{g+Js4EJfYz
z`qx+#*Va?Y+_h!@#_S+R&M4Dm+LysKPNqCshDrfpm5%Zmara-2tZ4)pR^vLJ5BJbB
zoc)r8jLuX2FZd@^;VF-5maimI#LglObkcNQi1=CqDQo5XN|A^h$JcF<0*5@An4^qN
z2fPXn$kq`;c0PF)ZXooN3kiL54(7fp%e2y2!0R?tTAQXv1FWrBz%rWF%Iz2pPvSvC
z&BjjKn7C7nljUr!Yp(tjg?y2&;>il9U7!wu{Yn+h2bC^oOF@MOmu^-lwr4yH2A_$@
z`v+v0BDYFJ>me4J(rnbAYjgr5Ab6X`^pLLgAm)doc2z1zz0%NLh6D{1c^KhMCZQly
zhazy;18LnDjk4bzF8l{{c-D49em?wt7p{;tECZECr-@4(G8TrhXua$2W-+1;-VSsm
z=nNQ&P6u_k+M&xd^)KiHhW(enCpmG8*Ty1JgQuaBnME|YO@@@fEU}I`^g!M{t+<}$
zKVZqSUZZDAM`9hVB~E#RCRkK()K61>v1vrL0j{(KO<xq18g)4c`fRpBE%`Tb`7<Ec
zz=6c&jWf;-bxflB)`D|eZAn4pvDrpd->*v!sLRP8Aqe$TZ^{Yc@)JN@qzKx~J-c<_
zgIc8}LbtBt=>*x?j?du0rEcQ-dAVd?WF&q#xao1?qZfNl*Z)$Nf@t41#M=Dsj_0Lq
zyJx!W4w1z!OTW(?Eoi;-@!C&MXTJHJK6LAB^7$R*EtB2*{ZAnrGG87z_`b!wd+6XN
z`)RhTKOF(@ZaeB-R8QJ`$5X2qz<vC@k9BkVPlMaZfPpclpmMeL5vQiXI~4yV3KkJ;
z>yonV$px8{AWmJ9nX3Qa(Ye1)Jve%N=c~wvz1|g%UTpncc6jJw<ma31%rHkLY{NYQ
z5NyFeO75`Ehl4BStMT=T=F|U*NoR?LGmxu8KnX*$XV{jaZ`t;^3DUSv$v69k-qTNK
zOuqL1;`7xXIQQc07)EhF$aOD9;T-C;_thwET>T|&IpamM?$lBXtUH*AptQb4Q@fz@
zn!)(8MmL)Xt*tl7@#EGHKYRLOy8fFmeNgD0tN!61+kvhQSv>>5+gSYsmz~)_Kj^4;
zoB<UKj4#R;m#w9X8f#OTueBy`+9f8-+ODi=mUbasG!Aw$!2JQifchK?{E|gIbKEvn
zYPOLO<H0n)_R75%9a0dAi=+7Md?YqBuUqEQ4P&vp$3l&5rKuF@WFRg!e4cA~0Pq%y
zTLyH7M*IDx^h7chq8eOBQiiF;zX~OAu~Am2@mGUKQsJ3WG9lz`@uV|&m}Yq31)n3f
z&U(cG5>ms}Yd6~tQojf*(7)dphJubI)!kIQ*&V+j$#u4NhsfCOd~oacgKxr4s+n(C
zpi6(eYAgHDEqoiv=61PeXB{K5JLqQfrJ|oVJox>N^1`jJV;&kC-mO)6hV1>Wc6LT!
zpHBFzWg_z0*~`~E9_O}s%-3BjmL(Nm3jI4_2mh<u-iTXk+c{NTwh1U4TR$-ElwzAY
z^?~JK+VtzNUtbOl9X{~*aO8d8y^BNoTZi1k6}mbP*Dw@33<)Mc&o4xbWWa#2353Qa
zH<^@iJF05Ia_0=80t$4WIRjShPV1DNxvWH$vswoz`z`4u^KqIUO`*xR%hbDoY+2U~
z*qUviQ%n)kOtLtu59d^4`!mX>vdv~ol0(^e81WRao$${`>RKFB))HEFseiq1PhmS4
zn&IVByzC(BwG=-B+$7FU#&OQ{s1uK3)XFN2CIMh_fo40=L%0QLS`5KOi`P^2fZptC
zD0$uHBTvt73~=Y6+p|ReUCrsrXu2N4h@x7x9wG6SrM1!S8QyN$iSl)&QJ1^G7$=lb
z0+#&H4|HZUy_6#EXIYoIIFygEoRn@^_P=hE8Cei6&o#riL|h>f$#}3WePD#o48)Bk
z%I2fgj->Re3yZu)0>+?I&eB++6bii%6sLt~XQ|ZuhZU$@Zoz)a_3OmOa;MzBl)m(?
z-q*gxE%NLbL3m1%k1u|pJXDT<BwoLf8RTeN{p2KEGv@>E)uq<?UrC;hUl5StjKgL5
zg<WPqHjz%Qxc<V=k$Bk&fB<kDrC5)39sfUky^B|x=i0`JKtWRD0kT^tf<%ZUJ#CRT
zViA$Vs#uGONwas8-Ij>;(0Yt5XiyQ!0a`pDNjLUG$;l?BO{%R`(-?(>4cM}=iD^TG
z2#VDv5%CZ~CD3_0^UYebX04e&0M`QKdGF`Cuj_X`OG{d@jdVKwIpu)tRg&^2=&C>F
zxBQrU(Mk5SxvFU>M;IoeL?^p(UV9k=yQW*9FlKSHMCdF%yM~lW8L^jd+W(#mn^7v$
zB~j(s*~Y#_ar0vQ5mI`cagaHt3ybnMtvo%m`A^V3l|#~(YMYO*>?h!4R!hW(+vgd+
zQMmv~u8JqHCaOa_e<6<4UG(8@n9FtejOuxg3x8i89Kz<*7EtZg#<lvP9ofimVtJJd
zOm=H#s&@}MF!s_QAp{i(Wi24-?v^2a-Sse?8Ue3D0qubbiUz`%W_%CSa2qOtvsvLy
z;FIIC<)Acw0mvd)&RmRmNFIUrJ6-sUW<4;m1eSqNiNYT-(&;Ga&Z$IE)jp!}+E_{J
zPBm&sISg_$Ziubbl9WdglU15~LkLOpxJUm_6x=cs?Q8jcyvG4pBVW!36466t90XnF
zh8)KHuUb?7v*-T~|GCyMY7Lko4d~00l>aOCIR5SUzqOt#d}VMO=1<V&LqK!dOV<Jb
zenfE3e*+gFee}EIHDhpQfwvay{OIW#d5=9+U650v*1O~pWqwPDUC^Xw`ymY!L(PA4
z0z2%61<}PXZ^nf)FC>PA1J5^vH6od-Y76zaRWzu|w=pm_f|)O0PdXWt0R<4?PmRx)
zdoIrcK9e}ng@4_SBy4VG<3_dCX(|Te4~GysZv!n7kzsW=yh`{>Sm$)MWl?lJmJb<>
zs}{K_3=80z=?De}uY6PgMJykScVWzKqQ8YFITB`pB?o#_-~(2amhHjcWbTgYOAWg0
z$h7i)u75L-k4DSHEt~el)nW*cU`*}B6zZG=oFN-sCRc=&PgY{17b6xM=xP^f-GMt-
z)qsqr#--t!Z>yHmg`j+(e8Va*jW#dEM#$6}CO4z+>tc}CD|U@0nHEB(iNm6OBg2jf
zb6zY&ZEl+L?@DbbL~WpPdlILzs8YCprhq$EY{CtI7BW*9<3p%fmaz{gJ<Wh0rdMmJ
z*W^O8+>)&znRDcZ<oY|L90#!D7B8eT*{BJj(W=2NUPO)L$U9tkhF4}sC#O8PkjAU>
zkgAtJ-uVOCY~zvGoeLZxC!#e|dGl1xVf#!C0SRPg1}s+OQ@$Z6x}GG@PMa&+A~%kd
zJ?K^1U_d~ohM>6%aF3d#W;C|x1aQaPe4Z+IZv+y;kFey;OFAI%+)y~=h8S$VX8SAN
zv0_|HF^qsg$JWL~*n*x?r@Id*zS(jCkw7dmuP2!(?l>V|mTw$+>~)j~nhbRF+5Qlp
zhFr`TwuNd(r(8v&at>E-Hh~319Rym@wOxrV9E}-y>_gjhbYmq@wrYs4Um4QS;MWv`
z5GadWMO^?%S_VJ_-zd3CUG9qCDQ>G9%<UA}dg4M2Fb?N7qh<56xm!-3{b<)OXD+<5
zjh(wC?D#fz;}*&$wm!_1ysNO<27lObJ!VP6u+R=gyW)BEx97}}c~yXHaOe%)w+DWC
zbK6SyZ|BcG553rZm%NtRT};>*1&4gv^DhvxkH+3J^nTx`KR&rPyEEgThv!g_KojD#
zm*bASvFZ35qp&P^D&gb{&u-iOHrm*bDAkvQ$z^Vvw)yY;(%qH4BlogAmu{YV_U={o
z;rp%GVP`9$wC2;HxLh^b_%^&nFqFL7b?9-?M_0zKetGTW4hM^oc`z+1Zp(3SZeJew
z&N(G?wfX`*kFAtSWipeEc^0E1AKmwl;=sol%fE(#yAf@-E+Z~qd^hr9aYy8VRzWVf
zu_3djmy!JO71o89<}V*|KXc&F+{3!if4=}foI8<!4j$~t?$5@swr*`Todjq)wLAXV
z;P9^e3Cgc;ca!U%TS37PmPAV|$U<j{v5Q{l8oFK1N>b1O$Pr;d3)~Xd95CP+mk_3(
zE`F<YsAfR`uf`e&iXL#Q1Jf|ZIp&`Ha66T50G6o|v~Ge-pRdl)=h)Y^>ga;HY2r_(
zmeiV6gwYKxr(u$}!i3IJno{Ov=q5z`2o1a%CtK#@V~^G?BPiEMJbY}#BYIle91v2&
zxbe`8UTlpN3$a3Otza7YntDS*DvT4$kS04f_s5)x8Sq5It#y7hK6sxDx#pe9qVy~h
z%7OmYvPzc+xKlEVnP;snN#M|FWOAEGn-|jF9$Bb!-)b2uWBB>ZL2_?{u=_1wWWeiz
zCSyT6HqbCN4ZY0ABq8JBl`TiACb&^{Wo+Sy1pk-81`WGq1lr*`hOH7MfUr7~uU+xX
zr)ut{<a6w3a-f<BDhF&rE&@bn*G63fu$qOs1!2uX7{W=Ccx*kJmauxiS>Xk^77@ju
z8Mit#uCRhWcLX3~M%)dt%vD+4gFeS#!yG+)-DX3tbUqjiY2;YZfU~DRrQ6()r~|wQ
z{lb!Dm&n@`oEfXTAo_Z~t`{tzUp0{Gw2mr#90G1|)ra8v#kQ(GH?9{a1wNB%byy7v
z*UPM)q}l*6*@{+n2AQl#HcSZ4R5j~S?#_TSur&V{N9R=JvD2^Qlc0^~vZa6Jrzs5x
zWdrG_)8RI`k8vTjd0mM!+~n1rzVM{@>p!l&H<4TX-Q|y72P<<kf}ORY+w+LyB{wJI
zyFTed{`>0D-5HxI9#|HBd1qI{JFg?}Y{I}YKLx7IK05n>wP<zQg}}$bz6+EN`_=vY
z&))p)0R7=>Rs`hJ<nIu>Um@uZnxMyIplxsM-}+*1t#mnJ#8mA&L7Vy8&U5G59%K%5
z9{Qy3)RmuPTQ{HWYlxi4g#oz5W7|kqKHR=*e<u8`kLnJt&VQM;=SSg3Tej@U41Z^P
zWbQ>%>kI6V%tFGe&rRh@4*!UIv-_h}$iv8go-Jzo4`EN|IpS}%(q})pa7v1Mg>dRj
zR>#35b!luIAA^mfhzS7Dc!Jg%@x6DhwYg^cbkrWmL#cs35$1!hZ}zoMBLHIvNRkrA
z@~H*1sfBPd9TlHx;n1t0l3pji60S9tIcMq4cJnOs&KI=?1U<9qSX&y)0cx#+NJ=El
z!4(D8#~85LB<?=$bp4X8){9<gJd%tD@|w1RHGlf9Q**Rd_7V)xB`|InMZVZz(!tAd
zy<UqUqc?V&y!7e0M62=eMjD&a8Rb?WnYkR|kTAP|1Dv<m#t^JWDc5J>S$2PuEI!pU
zOXrAwXiQ(^8>((WXR8z&b#nd+wtOH&ACpJ&_?iZir~xGmv^DEks9E&Q8b&Iwo37wQ
zD-|81D<pHdtM1G^F&e5)#dxU`KsSU^24bTnx0Ixsl$n^jYQZEAg*v@G%G0tss%yyb
zSxAeie}aCbbleyctGrP+-5cr2I>4TTgbJg>BVh2yoz5ohlEZ5~zC+&RLLvw`6X`-1
z22Z&emr+HC+-Zl<G+23uUR@DZ!j`u5qySWca)_ixGB6)e9Oy?)rZ0A({b~B(9ibtj
zwxzBSk&+LTy1)V}?NE=?7*SF#pBr1Dt2%EHqi)*y6D*2U?qumTgMVTA@B$0VD>Kgx
zc_xHym3{3*&!9csCW~^D8xvb8eLjs>p1n3D$4E6bvFZ8sJz?sy%B@+406Pww>VPVU
zqF<T@8OwY+x1Djlyq8=|&k08$6Or*eGC;#hYdSL%)%koiMy6|DjHm{O8Qa*)UDzgZ
zjD_e<T5_yclwvx^eE^2f(`!W)0V7C%qJg7#d5K(CTskxWxcXX#8ejkqazX&-VPtL4
zn0vNrkST!(T<Qx_;XQIij0h%ZjU#y-eR@D%t`J@2TTA<^e2s~E;CwQW!V2j!e<W8t
zOwbn|AG88ERot0yM{&pX%`=0ZjT)7WZn=YKHlAR^@|#XhgrKBibbHfRT>O?UprVcI
zBMBoDM<F%>#@Wc+D<5l@`4)u!jBqxoTBqsLSOc>eHOG5MCY7yjE{Wz1z%qdoSaB`p
zD}mcKP|NQGyzfbtrI_+TEAAo*b<AW|H?nP@rgNm6fyY{ANjf(s=8+g}xl^4B*xKoJ
zuD}hK=cd17sV{phk2s`)@MzlIwR*_LOl$Hy+vb)MPo|{OO=h&%il#fk<in_&r=EiN
zppFw(W3jRHdr(DaU{+Y;R!2-X-|m0<_j|@7eOa2y(=M~2r`F;9iA@8WpcuK}G_QCn
z3oaTDPQ#MX+jg%<ZdbvCGVySrIdw6f141dn@8c;*zR%}oj5;DWKSfpoBUMx*sa-K6
z^#Hs>;kq?1pRYoBJHdh|85*~QaZhvR^bqpMpoeiWlBcD62!&raEJQf`ejn6jY7k&v
z+()k&^;vAZNUpnq5?h^1u2jm+nnimsm=h|;Sn_s83TG3-nMHBzX+pk;GE$|op&O1Q
z185Q=3Y<Vd_@xttHA`03lqQl}dd=HmvNtWqRv{12!<|0VP^P!tq@&)neN6+F><P)z
z1_}yKs_6R1-haLH3ION&=)H@dM1OHFWH+I!xcT%&^0RDBAfs&OJO869CcR!$fB@A#
zNcb=b_Ut!hj8pds`NzU6-QJkufML!*8!@t}&^Elx4Q;2{bn)@fNSYXgf9+dN!s?Ii
z?ET}Xe(k#&7ry6lAvCgYdmTx)aR8YfIEjAK@$b9uY|A-le=Q<^<Jo6E`I`70E7+?b
zv|Q|FZXB!ZzEt+N{<*f*zrA&80YV<%`*08X;X%>yV#`nLrUqBRyXz;8KcUp{#>p{B
z90aTVXZdJu)q|^NK+H^IlsFvn6{I->Z6rLNnliq2MFhYAuROc`O4mVT_O_Xy<uA+Y
z!Y@8-kIlWbm-Y~j=nIJ{b=J*^P>oC$yoK}H>Sl|2$LaBV``%~`+d`YTAlh_?B}qd3
z6Izx&e*FE{o*Dl3ij8+d{CnY@gdg8T-HBJO{y+eMHz|`I5-LLQhs7(7@vB3XH&1sx
z4V**x#r=0ei6b?!@bIu|{E<Ylt8zHG-1^=E|D~>u4`09g^)Aw}VeviACF#RYY0A4H
z&m#6q5b)@O3AJ<9GD3Qo(3!o!k3Q<k+Q+zgM6eJ`(9x*KbOYDb)O7X}>(_OOpBe7%
zD7M3zHsy@(*@*DZZ{KyFYfjsi6RIlJt9cx2=dc~c0V}ibzS{dFb93L8lvBtz-nuG!
zmfM(f_q(=J+c%%TT>f^k?c)Qsirt@<Q~nr#P4eZz{EKIX(q}Z?VM_Sje`lRKv?rbc
zX;H5~&N6&DdH(gkzxZ?J)RTYi|84L%5?2R%Gg%tE+L5~B$cH)Ms+_L7pI*(V0uU}t
z$4EKu`gd6uF0-km(NU^eM_S1C(JNjutPo8)3PEB6BM59CGNifF`JWy2j<2XTh^TgM
zb;`2TG3?hQ$@5cf7BER&AUa7QYISOXM`p?V$kSn3C?v1C)u>@t{g!irrhW*-zFD6h
zIHqrEfj{>8LplLdUtkbn=7gy&nJu8XBy-x>v%~!5M9+xIK{tV#AMG=@B`-knwl<Qb
zHvKmBRv<BwJDLQaWR?bRYgvruow^3TCD9w1tr-Zlq?N{oYeg?3I>*s~)6zZzbfSfM
zO;&aK+%awe5U7z854+rr>Hf5Ih-qFJ81IYeuc#<2sklhz0`||9nA(6CsE>`PfTpSD
z(}PfCVF~Xfm01$nKxpK~6#FRsPhVZ5YG_bCxzArZn*&OzA~euzXi3%u;Tj-PXHa{`
z`szDKT*-W$<#)?$Dkv=4?}ZwVPzSxrkqH7<f{WwIK*5vi6`@!S{F-DaCN`f<s8{a*
zdgfviV>2OGL1Vqs-wDoNhq{I|gK_LmtIVxszU^8M0^ku_g+N_5lWAL(mr*yecd#%E
zycz{s8_RWh70pkR^*R$WR4*mQ3K&an)J=G8xHXXJi4XHk#P8=x%E!G1EAtzk85kjn
z37pE#V4+T;a4?puKTBOC59Mr_^8o|I+F)*eD9U4<F&;U>my1c|aRz{4vT=^mBO66e
zQ~<rTa`!avFwPwK-gVs5?3eoesYK?3MjDJC&sPj;a4WHSeDpFeWew}}`_u0yqz3kX
z#a}prKt|O0S-2IlE&A_=$t5+D+(M`c1I>>}PJ%Ip{Miwrp>*5kyX!g#ImK0s6`=Ye
z61pf)2ed$c#K5wDp@4DnaXWLEo>o3IdL%r3-5&Fz1@J}Dv@-dtE4>&^RZ3NFV?y})
zR8}s@P?0`)3qvHMV9e|aqlh53d8}rH8gQz!UJ{L)*O#7t1xRe27_Gk0;XzW-Np=nK
zyHntF<H$7?Jyl-aab1m%NV4U@>#mEEy_B|m&0Vw}C7D4RTXPOGF04#|>`&II)-~o$
z&iG%HDwf(+WM?%Ecl*UDE6s2G3Hq5Ch<iE=WVeV}qQ@{vGt*5B-bwYDOFbPH+C2Pa
z0N?aK%RsPff71@Yp87)g>sRlH^yitYZ;2L<3z%odJXbdW+ROQo3r+vJKC20y3i1Gx
zkMh4CEP&o<oSKErSpr5h#_waCASf5Y7bz{2PO7EY=)YL?LL6u4R~O_@P~)?*pil_d
z9>g>0+$faBFI)%<oLTAw(l|<$=#MY|1TB*PRml%-TrKxC7H+)x-|dT;ro~FKmEU4>
zoD>gnXCyS8|1bT<X;uM@{x#NoC5_lCGY}<*N91F^re6HM;N=P9L&^BlUGas`yyVOn
zk>eO+k>{v)>WnSk&ZzmssCH)EIpA3<s*mQUREaf72lAEew(5>k=Ocx41`w?98lypl
zvh#@(6r~0ZuWMOBEo?Ei6l=!&TI!^@ffEF?Cu-!O%t8|Ab2jY(q|{zpJPCncqO(RF
z$E_%<ItGr<D=f0Ccj8HfdSPp&*Q10FBb<z5X`>z&EP)CIA0b2ljfECJis|*5QixCA
zO5uC3<$Y1`RlN}SB>oja!-A_QEpzSxC_lD>Y@l}pPOPLXSLZf6TbY`n*=$71L|k>D
zUtT}~CouF*A83?#d`2mS@_<&sbUx#Ig-$A64!0TygYQq%ay5rRF;LlL9*k*7-<gbN
z4Cp<`Y!<mEfm{@*J{fZ<z}2n*lV<w_y&_*c7|A1<=8tg39YcEEwk)YhLawxCE`fJ~
z6CH8c;m=i(^5Ti4H9F22rXrX+@!Up`S>|b@_B@JV`w`-#v^lhve9a_{5B1u)F~EMa
zU+vccc80b}Ds(0Sa1r2LZfm$LBIZc=%0L*PySl|vVBb!)SIFRpA*P9l>Zqshl1h${
zfw?OU9122a9H#WIPat9*-HIgU#a1E<=%duRYoq$kEj|ifXb=J#L#o+djf@e+Rr&B#
zNn1{pm7S|uDtDT7F(!zT;*(k{5il0HW~IsJP9T|<h7i?CX#lW2(Dmhv0miYI@>R1J
zQXjZzP5)_c)HSId(cz3P#d`c<i^sx^lkd#KE9b-W+napSY>#6INY51`<BlYvdXjgA
z&}SObqOct&0O<+Lj`F^^|F;K~Cy^^J9s2vuGyT6!eD>V&&8JSE3nj+vS!t}E*txm-
zG<2_{E%Z;2@a?0Kp*!M3zb=6gB+ty=VFAVG`r+3(E2>~X?zTsPp`e7q<OIq!oOeYT
zyshTM@4qr4y#3n0pZo7kz3Ua)qusI(Uu2)}#vbqK%lc>T#SrG*uWuDU^RJJNUe5ZG
zd@tvpKcDgp9DnT*w*g^N@7UCq+t+qHl+aprwD+S!O|oAwAAFnH_4BFbOQ)j8_GR#+
zlb*?Z1XcWYS{z+^;KBIBgtV(TCjQu;pc_B!{UGgpW50Ui#|iR9;+4~Fj5Ko><&xk;
zJti_@<agtHe>+DXb0i3T#FE(~qF<v@(!7xJc%h-nQDdSS_KEHYo{c@V2)o*t^Y%V=
zf|VY3c4#9@h2wVru=$JAc*W<L-X@u^dEK`R+sXLq)H%9XISq?r$Az{33EJz_)XsP`
zvBcr9?BH~DA~<Y)K0W6#)67|$Dj+F(7a9FPzbLC?Em!Pmp*64TG)W%j*(syQ-m%e-
zzaOA`C|cs-K}WTFX7dGMzA#H)cg7WXKXIY3Xt|4FVAfcYl|!X?5XL4!&DC4gXv2f+
zYk;gWayX`Uh2o-lh(*!Frj{yeeaCDZ+Zt>HRw0=viMma&z^##M{9V!jH`+5&iFVJh
z%@t=5!K(f>FBD_-S*moii5(*!+=1q&imgB)P!QX)K=<L!PYOZRIt*$C1Dct$s$k@W
zo+|QS%Wq^)e4>o`pBcCoMfC+(Qk4=l3k=p#bQOGLEq%FC*}_v1%wn%Tr<Pkz=QhH|
z0b9c(v$}pshNe!#;WbMeneehZVMuZbdSc7Pq0*-7b*?8d-zs%rVY!DSbTeE}2`sO*
zRQ+Uu2<4XSbdTJ5spyqe0nh=l=evuOdsLufUC7pp&kct3ky^LB)4)aKwrx7S^#s1V
z=EtK2>KfmE<gu;W-r6gRglgqVYe8yf;(=3l-oF3Kmye$Gul`qiH00sI?QH-@rE$xW
z;?ecSkSAX<a33F?`l|2O*Tv0Uk*m5V|9LZ&qt%7&Tdm9Frd?`yZlmF#^JwV+{_Nep
z1J9*?a&)!%!WYGnm-ce@JsSFEBYQP-Q&MH>3Ehr=WQe1p#!tRKQpkX}&h6dw&W8)@
zyLn&z?QfsIxbN6ko$Z6GntwtrZ6%?1v7Y&uunpSWo!fT0=zo4+{w{FfqZeCtzcSs~
zj$>WskHV0lTRAUZc>Z6+?tEy&sjYo+U(Ox*`uaQ9-uu_wq0hE$2k$O@EetT&Fn1Se
z61qNp<)eL{=Qa&0dbHSvv<wa1vI0O^Wgsp5J!S!9sx!sCgGIQRW>`#Tawe(niHwLy
z{t9|IOtui=TOgRYW`wOohmo6o###<V2cO(&N0Ly}A<F(=LUC)WS?`@#0ghL5VP8%a
zZYDK>uh%zU(I!ytAY}evE2z>MzT!bs`#M)<8B*SAREOSYELO-=3&I`gOVCo;*kfuG
zsorQ_48x5q*y_yXnqL&nXqn$VQXA2`2+e6M*k5npGj9z-OAugYo%Vj#mWsL+P0h+R
z2RudKTwok4bQHCq@eFeXD=2a}hGYN~IpkKWs2XK8aI>3k4BwC5krfX@rnt&((E_IV
zx-}x18bu~4m2i}2L;>$krfLXYqE6C+6oNu<J?!^M0@R4Y4)Lc~WCHP=g-SOS)zeNK
zSeY-B6fGn+64FZNVbqa^olxE|v2tUU6$q6y(x>tvNj`msZIxy>PHg##liK8stg=cO
z-+Ox1&5+^3B49UM0@Wr(d2Nm1p?2QLBT5P=39ujYj$_?KTT&GA4PiRM_$Xr2Ucm1n
z_iSWZOA@Jl_=uFCb<9y2ndpYZ(}acnB$IrhwjnHa0b!SSt4qlsxgIe(No|Nto6qjf
zDef?qqr@8=lDyD;OBxwZ&trPV20fD>7I0N)pcO6H?x8nBd;#YB<HWClZ5&`-%W(AQ
zN1=h>9f8gkjnjKDIvX~>Mh`5I>O%$>Q8ctJ38b>d6phmHX!3}<MhStIg>80P024UC
z3W_mv78A*qwFF*c;pkW`POp^fApH^Y&am<k8}p1I-B7y*X-t%nyjZ8GnRy};)EZu$
zt9gvmE%}u(eH>>+Z{M70vd)kWa$q`d(&C}@w*!WP!m<Y^o5KTUPLSfBuk^~J0Np7t
z=a^5AODFd<nWkp4rC7Gx@ib+fCSM8**@(D@`xDe^qv7pT$U@qhHLyZ)=zumTF`kUJ
z=COb`d^6Jt%I4Ju3<#RelDgEN1Giaf5t4!B6_34RIX$N_+tWt&%!lA<xnCsW9ljj7
z6diMR>QB%K9;#&)cuo`HU@)K&8>_JGkjR9ca;bT-Aa$PA4yke$aDoqJT0hMCOkhiD
zfrV2jScog;)7g+wsw{;g(CaN>Y^OG|ih?8v^cicx#?&cu#9<}#ns^#uNg#}yaus$?
zou5Y;DW*ff`9PudBt1;)1=dnYHVLz8!;`Wk_L*SNw023rRqsbf3SA?mz=n=lZnL{U
z8F}edw-^KNn4bX@arkYJws}i+N_KjBV5HrUJy&_t!jgX-M{P|=G$mBINEw^<5e+jD
zD5o1<%~*mYCt1k)8Z%;alpaB!hi^Jk*+a+ceeLmx*qyOyY-AoCr_;K7-2D+HrXU*V
zl4uCyuTWqK8GXw5u*K+98#I$1LL5+xSZjWkdRls@%1)a}%_HOfUFnEQDD+ZCCM!Gb
zJJNwc5<;ZwV!CN|$Tg?s!4N0371*rtkMLmmi`>Ere)Ech0@6&zhQvXrO&3SpHk#T@
zUPW%XK#|fs5+uAYr@AetsY^+4#bwK52%FEiihv(<NYqmz<K)P4Lu{f{EJqQGrL9%?
z@bPOphH(&(os!oRDy16SxmaP#uL8Vd3@VqGOX&4?%Hc!#>nd&3hFRfUppj<NZ9K-(
z5JusnU=L?eM|kl&srXPl&~P>2Y`2d72`al)6Cn3xCdWKd!Yb#UfcYy={{`Er_Ln8Q
z%+)A$#-?{Z-Tc#!_DAoZ?dEqJiTLIGowN2=V0)(bvvh33{V{C9n0crDVZq|qg>J~K
z722QQ`j)(Hzr6j6pW2|EtyDvo64Y^iFoBP)Z%uUIW&oTG-$WAIGwm`%Ms0<m)*pQI
zkBeW{fA;&^j}lye>$8YSTi&=MHopQ4ZV&fB3(|D1u<L(d>q>5veDJ$Ro1%K=r`!*T
zp{@PBq@y40*p~Vvtn>B1J!AOM`sjnR-A6j|5SzdLV~^s=;QdoC<DJJ-)lF+pa9>;=
zKKJX}|M;Z%$D^nF|5ZVHvh@|kUEAkS4g2G==lZgK40*T}eu->ItQ3z+=N^33@yR{R
zSaS0-2PO_4#NqO4YHCW!zg?;%KDvBq4<Z$^Ewl~Gj>VQ7{rrCZAO7QYZ~xT0@u=&W
z<c%MtI96z8^9dW9)YV6VUO-l~w{`D*A}q_j7r+0`!$%MA?by4^R&&~gIIzEw#4UlM
z>FR`~Go`Cyj_vt%U_ADletNj2Uhy=>aJS)n;N3k+MkKKz;{96qzaE>8ernwOiRZu<
zQAvOTv6!KV-Kil*?-IR>U27@AxaS5vpa0i#tLpogzv^#ir<>|}AMJZN6T0p06#NnB
z_>-@(q0^S|On;7OE<P_EJdgkaXZ%>>r_9aIRyVs~aT$^r(FIK`qB$zC0x!EsMymn_
z`r=HxQh@@KA?EeA!ay4CyuKh2EEML;{du6=e=DeVDO8KrLNF~3Y{eS<@rKbY=kfZ-
zA;;2;Y_&JZ?KjDBE^9^Cn=XP{LHArk7WP@P*P0{ai9Ki!w*I?}b}dkhS2_`KAk9sv
zako<^vIVa)yta~T<)8+yZC(LPB3!dnCQtPYLK_q5^+R}=Q8#J@P{(F)TFzsgO;mc!
z9DaKvI1@D}WSL~Ns06lg*(zAN0~~WJ6j_33WK^OV?6}yFC2Px2_W1L1DxKUY^i;k(
za9^qn+^QYR+gUiWY#|5$7V`k(1n@G))%)UJptyIX<+3pIXIQ2VCGKO#hCr2W#t^3S
zIcii2$0+K>q=ZR^xe2LK<^v6q>fgN7^m`TvgNOx0ypCfAzZ=OdtKLbIG-)wWsHTgk
zjrs=6N_;{}FqxC=>x86K(KM7EFDR!(rC#g;8l{IkL#ayajG>|uVj_~v5v4<8b#kwn
zZ&ymd0!S=0yG9m8>-a9M;!F!;h4}z21)A8$u@zk~B1)~m1HD~#p1F-=3`>)ms5GxG
zuGRyb7LJn`isR`{M_g_AEYOsLkvdjE?zWxE;4NLQIE8W2k3msEKm@}{9$Sbl#Aj>3
zfWifyk?VD%qc)vKX}i|0a<&^C)k|o(G^)=l*Y8O4z&Hr?LP&f{V3q?)e%aGkQfD|q
zq4=m`NOZD51Gj;sK4P)oeal0$rz-l{&;ojyP!qjlkA=(4Hp`K)gi2M@lG1Uqv4D#I
zrS8YVBlPAqZ1eLD=2zLRp&nq8sP#^DTmXjQl$-g%vuRut7}z1e*V31q3)x`id;@!m
z=e5f{gDIIE1BRWghQE3_MbM0r0y5-@QxjhWp<+FqR#J%Dm-_{=B0Cx_!@Bx7VM-#Q
zqkToX<U+U8papE2Rofi30x+9M1<Wt*i)Si$+IGFR<(fE-3>B!`ayIQVist>UJb>N%
zC@e4Z|B_t(mze#(nhPy3<o2hPrieKAwJ0OE=Kmd|`v0}oyv}?Ah%JeLwPp>#qg$}Y
zqJ}zW&<pX^+C`34GT`p(oEs}y>a5C+@a4?z6s;%!>Td~#zDjirEb!%H=;tfKI^+w2
zmSI<9DDFF=+?)7Red|w9+PyzP;x}BM5BPqq5)Gl4cU~=aA>%6|N(B13vEksR2@13R
zPJAIyF5*p23JBVjShwaL)4Mq2@*p|T&c%8cT3+_?$1&#;8|y}{7sF{$@#%cK8A5la
zMJDS<u@Vo+J0%55M_nX$ueg<%$CpBm2btz{o~=f!7-{H2atN~-^)^3hT)L#vMMFK*
z;lR)+Jq<}7>sw6E7J#Jca#dWWm<EZ8t0vo97H}8V?cP{``e92+cIitM8=lB;t%6xH
z3$M){1s76L)72oHJTeT)HT*&dO_?TDfU_|xY81Wc`{9tKYmB>RSTG^Vl|%!F!-p%v
zwT;314o^JaMCn!bm5yvm*NfYPrSqKZaK~iz2lcZ##dJk~NV~4X#oM$`3oN+e*^7!M
ztvq@(g+;E6%Tdn?2nhV03JQ6vrw2HkYN&CAH7ieVp*2`duSqfBt-E2|v<GU)W&8;O
zyb*jeOL7Z9c%Ae=<yG4->dr0vxVTJ{DGt=ea#T+w<G}=U{La?ckXE`2yFfI4xLq61
zoqIw>FCaGZa{A#B<d~8&PWUfO{WLVMdN+2iMn}W4qfpd=BJ3hSP*1sU1u^U9O8cj>
zpmPRZ5>-my)sxMua)TgfPhVXFwe!Jjviqc%uog>*a>GPcEiyc_tuC;b2omPU)J89M
z5o3x#rdCpid|H%K+m=bL#FmSpk!%{gzj899ktng`r?t$rP(U2u6INIFrz_{sO}*f3
zP@aH}*qTL^*CZrcvhqPdiQFiOKb0LK_b41gW&Ad{JQ4u{N<-3<y=?-3+CNq_)xZ_l
zYXUcPqrpGO$9L4*d;$1M1FcF^JWn)_9hQJe5w*=xN+1(#07X^>uVIKsjyR1Y?rFwK
z3VDz;cYFsIOa}zNvN_vOi|u4T{IH+zpYs}d$!KHMDhpshcQ{4VjT0e@wfg)}NHG<V
zQmIKmp>Bp8Ol>`vxy-l-24UKAP~DI4T{RK$kE}Iat7m^3&1&P3c2K0pE`eF-150}4
zFkN7BEBz`6Hm5AouWsp;r%u4D+RcXhx&04LzSo<Jdb2*XG%Ez$vo+=O@hAUztB&!?
z-?DcUJ#(Je{R#>B-k+ddz57r9<DZ{J{?Ise;n|p1pWbZjR{wP95jL*wZ_(Q_!L++|
zd*z`q#W7bC=h?39Js({^u3+_PzC1%ZeP^(1SIC|X>w&l4+W1b>{R8GjlmZO-*>d*V
zLC9hk@7wW_tYvF=u>oKD-b=-IPhEMjNt%RANQ6H_y^Bz$<P@V7&3-rBqf)zScU+-g
zDf&^zuIroH-Szcx4C9n~_4T`%pbhy|1p8TJ$Gi1+?qOdzHGo=qEdlx2Z*51@)Z3oq
z_nc39wCx8}=t23dtz)c!`i-S7UPT_Sr#&SB+F{Z|I-e3U6t*I2-}Di#neP$nCRv&#
zRDV3Yr|CqcPGPI_XS72ta7U35mGv%xPl@@aIY<;uBNKR%s$QQJp!A#whQ`CgOqzR9
zWbV%3dcZ)4s{~0V6R|V-kcPM_;CtRq7kAD?IVv&$jrMvo!YT#)_uWw_v~QF#;MDpf
z##hBOhX|NWmnpabXjm%buswLDvGV4r3pL0z9&M~_X_m2cf4c6k+EaR_82Eop#&Z~>
z`h0X01rpCjj}jK6lv1?C2toUF?doz6xC@jqAHo=`bYOuihg;RKP_Z+Roz~<M4KsHE
zVYw9~d=TD04m8$PDjvFDKXfU28~K;>#i`5#eWp#pzq8M_?EPbF7Bbhm<JGSpr5-x|
zV)O0%Z-?(5-ST$em7AIxZr2x)=eSqii`&or!iN0elS^NL52Ua5S|7grT3)C6nZe=H
z`+waIy}rk3RmOku3w!hHj8_1xSXa04`G1u3=N{aFJ$LTo@lx>q?^u;{`$2~+U*kA0
zgSLH;nY}gSm9slI*vqefePDTY*mh^N;+gQfsfV_FZrT9`*e-(X=O#Y*#hKgqKQ2@A
zC*fx`o8hf%&BETS!AI}C_jW$4tz*aK!EWRWnsch{;m7yu*r&mp-eqT*cI5sT*>}2V
z<MQRtCQe>{G<oRPh?lPzw`Am=N+pCuMz+4O=NJ?iUbpVZ%2nvYX#>v<bRM)<{<`Di
zgTEaZc<#F`T~`1o+W!32{4uX=`dv*=%+D4-Z&ENBW`d=>i+erLS#w8`z*aS~K;j+>
zYCa)6Ha(1$WEfZCo`x@Vj2$M|OtB^lj>OhZ3mh102x|7_buuhlDwYum!uobod)F&s
zP0XVPXg)eNL`EJqq}8-msZ1??inC+6JZ8!r9I*kwBel@N!}IL!4G17xTcC5p#9?MG
z7om_ib6~ZQB%IhEjrtRGN!s+(xCvPK7;8tH2BJuF4{c?UEyM7#`&hIX<+w)Rzqrp_
z-nj+~XK4*Egjhi);G^qKKAt0W-cPdJBu4LUA*H3I@ugl%MHQYVtQIS&KAOW?h;rXN
zRocK;*SNuaRMU;2MVxfSHPCFN;^t~`gG9GF+dK;*Y0!jqBm79pih8Wb0ZQxWhtzNB
za>s|neA`P8U(=eJwZkj26%Fo$Hs<#z`{ISj2>IyBbm1hmRfva(8DhfRP^y}ZyO52W
zr2+c{FVMx1;#7w%qzR?M8h@Hbgf`hAJ#O7lBd^vJ<ro-P%VS5wdub|pO|xyZ<uA6t
zbuQkT63&(fFRYO)1%J1f_5o3(>;m9&DyrXt0JXJcx{0KA(=tM_q0fM~vg7D-Ruho+
z)2D*~gx4!F2sj>qk}ma#No`zSZ8)BJYP~Iv=!?%#^dxVcgo+zeDIRJ2nB12Fkpbwr
z!!3(Gt8x%98G)pjM!Gt(QspKVw^DK1eEtHRlh0b_w=6AGhv~>YCS+y*&0HRamU3$=
zE2+Iv02o>+@u@Mx#`-N^<q7$AU`JD84h3)&6+#0`g>Fxw3)J(4P_8*IowrcSi%jQA
zr0tTe_7J-QfFsK&L;_1isOUmc=M050rW|h-rt>MPmjF>t@buZyVSZ1O*dNB9s4cAX
zTJ=KBCH;ah;x}?h8>k)V1Qokm1;Dk00_5q(TB4Ij1Nu2)pIaOfpI&7<?g6PJcHB&U
zutTa?U{OG&lpx?Q3Vffu<E>RUPLA(Z5TOb+f?0+SpXR#kN^rQqaAYU*LwuDo<^l_+
zg?ca`bxs6*z0+mqIEp&-1qu7lG5@U@zBL?PTfov+fFmk4v6kbj+C8B9+sz<4-#lBt
zuA3C?-9Qov(V;YY*qW6;UrADJ%@UoZ%LqykhLoQ#te(c-6o7Ney(X-7#U<_6Q9O=f
z3zWBBSig15ZsrQ7kJPIe+Spp)>DoZC4OC8$ML3xUR-LGP+7Q!+j1@NDI_x;Unub7Q
zrS>S-pdpsDWuaOqmgk!QQUCpnM?10YKt7h$NVgCHoxA=7kRMrqH!2`VzKz<)ErS(+
zRT3;@q{wUXmpAersCBB*7z?#?3E~+5YQrf#7FcY=@|dj{G6wR{y~zAhRRgnFLeF>>
z?mt<P2qO;It2H5`54{WFbO91DK}P_bA|fbS5L2YNyLm;H6iYvuke7^>0Hj5~-@;2+
zng+sd@yRn8e~9#ErF*8l*N*D2<l~xw-^ZM`qkpUi+ZYQ?B}7Ey_W9!YW5w|PWr}!`
zLXa2msx~;`0^^!gauYH#G)K<Yn&;Ez^g!z6vwW`H4ZMu4bJUIOZhns6ma4R2TA>}w
z;WoZg)lPCnVU_4W8p6|1z@nSoy&k%H)Q9T_Pzq_AbpQ;l&Oa9km#Q$)R4-{Jro32(
zffvg;tf^0hb3Cv>yX2wczMnDUdardH3v)kh=>Yb8G8u8eLG7<pqKU-A3epPW{J;e9
z8b;}%H8rLKVOX+>sxl60mCc~=`|bu}u?66SGJgb?m^}Y^Oe>3$l#<e+7qq^gNReO+
zwlzJAs*>E)#S{V9G|XgNB4Aj*70|Y<8fHwil=QI3>fEzvN+eky4FKJpGae{EnmL?4
z!!l8cW40>v)N~x5+#3iXacV(a=`wA|`puZ*rQ7KyL`mfD`}9c6VbZ5xBeQ-@`5!h@
z{{#6la#Q1J#UCAs>rFYc@03b*XZ0M~wfN=bQ?02@pO;2%ancTccIY_ySMbueuVZir
z-gut3CW^1bufI(oiRLehF351Nd@33y%n1BfUOoN&5A3vK1AF@a!+4hP%uz1snP1<C
zSo%cWodx}IS-ijbyVnjrIQ02J`@5CDUh3xTcrz>aE<5)#8L6#%TUzI=Ah{+?I#Ue?
zt%X;O&5u>*eqB^H@GP(UXk*vJr{Ju{{cn|l&SX~p06s1OzaeIjD?4|7s8M~g@PsPh
z{eDlpa>{k(I41Mi%5SffB7r}<>1Jvi3T3zehq6`zPQG7YmWU;YSb77Idmf*UL_}sh
zg5@9y5aY<Vnl~!Cj@AtnJ$`s2{kQ*o_|homneaYm{3XKaxFZp4lU^Ks`1!h!vTp$R
z<M-tvQsOf|y)&8#tP-JD6yOh`U*#-<B3|fpeERJVZ{Yt@)p8N3gg)mp<gQZWo-=1)
zSy|^1ZG;kkVtn`H9|eo|ex@Ccz0%q>ej0yj^^M!xO2PT3$yY#|zmKlbo(viL;NL9-
z{4n^9J3svA&aF?szxq=57pJmg&-UKqe2?h-_r52R7s1c}(rx6>`U*jql*R1ma{Rb*
z$f>_L{$D!#1I}|3)^ECMVzaXF#l^rISVa&TbHBNm2S>l-O0_)(clK{T<e>L&`{e6j
z^p+1xoZFF&`|f`0oX_8E+6`I$ear!PpXvtM4aO&?l$C)RFg!%T<N=S~Y3@QQCCMyK
z0>hvGyz9in!gv4H_ka4I{_1BHAvWI2xf6CN^n<Jm3hYu5!z*DJRcJ!}?Trk4cc#E_
zyM-$52a%y|MEl|j5FH98*+x;6sE}$$HB8{BoCVQVrmM-2I(d2?Z!|%uYL@_Vcq3Fv
z$4`fVf&5XD)xF@%kVqsO3SyG6c?G*D1Hx44+Hj|*d0n+aO5e@An#Y*tR3yNazOhaF
zXmLbKLKvv3ClFRTL5R)wGK_9C3WPC-vEtdz4huaDnJizQ<c+DK@%N<$XJD+clHn{9
z?#KbnrV9<h@Nkl$UK>8cE4Eo4$UXEZkE1~yG8YeWPr?91`Hq&mkr;o5G;n@k9zF;#
z4u(9}&=!`hP8P$ZN~b)EKH<6pxQy4>j@6G-;<#f~6P%P^@&t_leo?(<XK8*3TkMJ~
z2vu0i=iGx0)Q*eERF&<K8`l7@yQt4Ldq;zMppuXI{u&uK<6Wo##pgT@UeyOL@9ng%
zBvdIBFc2v_HSirrSn5|XYlEsJ8@FkxV<>zX*l(9Tg&K%GOTg~**jmeB0OU{dC|pDB
zfkfM6#ePkXM<tGuK%dAY1I@s4x7{x#w1&D{QdVxQL}3_9(*h7lh+kpcy#P%EswyHG
z=Qx#g0lLE%ADs_M2vJ;1!j`)gl9XyH$_<Tb9|MZ3z!^PBP6s^`xE9V<#{9erIMUIP
zobbvdeQQV(bh|M-<Bw1cx!2+kNx5$b&qg=nCv9B6$VO`+sM~i_VruaKQjk<SEwtEo
zq}713Ym$I6LqlC}12@Q95Y<L|@b`g!21lt;L1vs-dI}UzTAO;fCZtdcOKb5o1+M}b
zmzv4=Shf$Je!Ec^4&oblTn=|Z;5UTA;Ul5V%fixr0gOj81Qye2i74D$-Sx=Ku}4Ic
z<M?*vES#G>*6#Hsz^dmX{+~`9_n)Ai7l3fH3m_2<KX4&g%?~c<@#Dm1?UBC#&Le*x
z`Cops>!6$bG>Zz@cLx3hh5n;zBP_V#`PO%ozLELs&sRTU&59@|9P7Ssm`}NbqMoIV
zwhCr>2`6y!S2b(-JhR)CJbN*CYJn$fdHVEMBd{1+X`Eu5iR$g}wYSEzK!qitCPG`f
z(LiZxNZ^M3e@jEDhV;B}Lj8$EEYL5fxTS$Z%53F8w~bDr09U6qKR8j4zP2AFZ3-I6
z(GYX#tY}0;Um$-rVf+IXH54AWF*d?etGv-EOA@PoF6FjE>qm@*mb<ZRI$x!oj}7A;
zzBP#mRyUnNW+pWdeV$Ew_$no^uNa7uYAPF&UtOZLGki9^em;Tm9W6pUBQK>W2jyee
zVhNd3xMSsh(R~{YUJb~{)N4vbTr!C2i0WvFj)F5*NXAdr9F@{I^6^N}5>}`#4cNk(
zPQr`Tv*gmnP~tq@RkqwknI=L?M{<56O_NKEp^CnBc}tmrYXbZlvmf-QXS+a|3PL%3
zx*)D11PJsmR`v&18WV(vvkn<-rA;TC=HPHPVDVL>JdIUA)yE}sr<I;vkP*g7RivcH
z!Gz|}Kst0r<rTx@cEWq*X=|~(g)YR{h)-)*;03y7zxbvUy}-65tu!qHE*>=uq&2gH
z&O9NASey*v0vDFrIcic&*>Y867g{B2q$r%DMzwk!$-M+cx#;C{>+KUFwXRy`&m>6W
zDD5`SAj5YEq7;*31s%;RxO2qH=pES$bS2P<$HUziT@Xx_AQ}mroy($mpgds_LyHUx
zt}RrsBy=yH_8GCp=2N9)^m>2=;HeVMxYSrVpH@cc(WlQ96GBI&9zP!faIkz3Q1}YO
zr*#ncNzKny&KZ{a^?8E%Ldx)#b5-`SBWZGUySdJ58<e2!DnBn~3=S2b0;(|0oCiK6
zND_N6mZ`BiLs}|mRH<-a^9Z~T0n%HVX84yX=ZwiVQIYDz=5y|w-0J!Vy6D)tIm`kz
zYJ=4z)r~=0s>yu|;e50SSP-XdIqwF!Jt(wSEsvT_43W17%v{twS#(!eF(c2kHyr~?
zmFJjFIuR|4f|S&qAdXU0#<DHvj<C^@ydH4X&^p{SQBCdV1P1h-Glj#c^E;i&2{vS&
z3|a?=F6Tr%Arj{WC@RV^Ob0yGuihkAxgA9N96`KLm<(ETyPixiJ>KTcC)h3U!wNWL
zlokhdrrlIbK-r+p=L+(pIcpt%g5G@bt1qrzmOa^j=WY_mFS_~oqa6nl;or6K9_{+E
z^}-Ze((!%Xz1L1Z+>+S$17}5Y=k-ll^_(-?w>(Kce)#muoaLWnNhP~D9nAS;38N>J
zz%8GF3}&Kawju>{lI^gkfg{4;nv{%#2kwvjL1NrHbok+}(}BE8S!cVXamDJrTeto5
zVR6P8)8;FLZOI=QzdYLh>v#T-KLkWCTjjQAcby<yxbV`ExJo!IA>j(+8=%-@cldux
zhcNHF@oRwh{*#66ovNfKcNyE#!jFIYQd8S1PI7SXrW5LCoUIyF5%j>m?Txv%|0-4q
z81|-(Er9>TdAxEiHoE%Lr?rpO55-+YHR=`!#yTbw_pkUYn{{e=%eW1e92u%qb$o}N
z{hvXrni+qee>&^oM_0~tC3Mr?Iu`ojSb$X-SNHlW3Fn(FTID1$NiG3F6k^<o@WOj9
z?6U=zNcq679LvY@2Gfneh??_oP_6T-;v+!NRMY|=IPHFo@;zJ(Q#2Bb$5aw2%^udC
z03iBfN*DQNGbhnK9VV<;3{hKH>WC7E%-+$Az&Kk&z!60;m7NcC{-}2A{M)ab`|r`H
z%In)o?`(f&{7zlw5r91K>G;#P$1lTorG_VO%l+cU>$Ir<&}ydUEI*WvzmR^;d-mP^
z|9HDJ>$Bam$ltTt>ic@O5C~CsTwmp$t_yvf`;UhUj}9I@x{2Ri{KD?A_~tKc>0o5Y
zKXSicJ$-5Q%E#M2+M9bfOQ!1j>_GUzi(g$V(%s7L`8hKoq4n6#V+9<f!U}mowEyFb
zS9kCoAHP^2OY0ACa@_}ETaJZp`ly4qCJr&~+wnox{=S$H<q<6}6}P*!VflBT@A!+q
zcdu&kH~N2?BAtG1RR?37`Z7UtEhe4~RPs<C-Y|Tv&gREeuwq3n3`Q-ZDHX|)`;<UU
z-ZdIy?iy|ETE;b>hItqbkAyuqpL`T#?0f^1EACj*3~@QO3}0Yv4=A1tA7~7LkEW#i
z)!{MiUL6$DmfxBHAD_{BolSEoHn}UttXeL_Oc$qzsPJTPYCxXqU-#%BMG8kbNnh%s
zIEFqH#Um1GC6GaDwmD#V8lPS`R>LewGZ|tN5OF!1_G0JYHV3oDFP!_aDIkwRE9Wdu
zzDbOVW>_Aa*V!1yP(UCGFfu}o6(RbF+I&|{)Az@>CpFE4amHl^9&v!z$f=G^AD=+%
zQ84`O;B6gNFxJTL3=G)SEbSCGl{NuypgI`eaijf*vv!iJhUthgZ<PWwI;u@(oI`*M
zu^_hAgmWV3!69%ZjqbDi&E@eaw+BMS@(ZoZ+LFRi;Btlm=0r5UfIpE=@4T4`JODP?
z*SykJ3d09Qc<@h?OmJ>hJh|r~7D;MJ@{dyD!m2&Pbz)x|m3;W-so|L!fxCaHH*m6E
zzvvp`1gpdil^B4PrjCsx){smF__d~!<*>x$`0U_=eoCCcD8h~|cj21DMSE3VW;FrR
z4vEi>`Nap6+;Fow0{kAY+Zx&i6Br7J6|ALOT0`R4z|dS#%U~4b_>Rn`#XQ1{5^G5X
zjX4<RV~v^C0#T)Bf~&+hMqm{@s5uPXm{FBLOi0eJ80*w~DUsATmR@wSY|DjAa)}fp
zA!y<XQ`iZK?EuxynjC1UYiP@hBl)H<L5p<)>RS{xq{D*aT6kY!6p|8C60uqk^5R|}
z)ZFCl@XM=>MGLeVW|2CEaYG(O(Nu!>qw%+cXKkq1%(3$NXwk`jR$xFH<G6XM#fB!$
zh<oVax01#HlLL)VZK%99iXqb+MIaDM0Ty;XxZ&I^7oaw@A^LJ+=|#s#vnn1|Nq%t;
zN#$v}F<1ZKT$tg`JI&AcNgFF2I%wbmGJg%4DP?;Bm%CJ_OR|9EE%lMcM+t0VamU;f
zY&i*tLNzbfPYU^#y8cOWgG(<De3jPGL-&A_Riv1zsQ9qCVtGWL%3`Pv^Ty{Cp~%H4
z+G-k{1Z;mYsf^$fbjB5Bk5Z|5adp$_&`eP2JVTs7&xu%I=806Gkd0Csa#x_=EHyB`
z0wsZ|wwtFS4%;x4X~IlKO<Npd*<kDs=Sy4n$xK>kS*TvA1rS92FsC_RQ-hOA0jssQ
zW3ftQ<~oD3p;K8WSEU$jLjr-Tgj0GUFrKuTZnVl43a#2@=-L#@&AeoA)g-N8Fk~aN
zLodwMjkadghD42&0PQTvdOiRk8B)$C%H-krxgPn<94>I(P%BW}R7CY+)yUY|OqE+X
z5}rtfW%LJzqB~Ad<v@mErj+RpPSQuCF_IJkIDzlQQyq93Wy8qUb6Ng2fv3-s6B@}O
zj3#+HADjuDpl;x|oRN9_!g+yv#Eo|%L(tfuB=!h>^9s1GOL=X{=@%$%eyMXZ{6S!u
z!?>aKhswJ%>;i4eY(m{w&t#RhHUwO6C^Sv7v=iwWk<NBV-BWKuY*k7kaUyM>m@d~a
z8qff=v5E$K3zSv?wB;W2)-}NW-A{fAgPX0WLL~*fag6J*^kq84&bFtqQRo#3DfHP|
zrva$8SYS&w%r4-kF-<J*Sxl4XX9sUwlvD^+8)@c0K{UDF-13WQtk>g+YJ-;AF#bhB
zyFs67NS4cmYjiQ7q^1SuMop9XrSshAv54xFaYf8h>Zsg8QYj|$UzR#_7V0&9`)IrI
z2tS!Q0R_<^Hfy<B(C#?Cqok^pIH(8um{Ridgp0wILAPy?iY<j#w&quyPY`x2r`*Eb
z@VV`~G5D~+_keNiEL?=_dfA6+W!`i3T42GjMQy@PDwtPNCRFzPMHxCK%FWh#9IH^B
z6wsAU+B<LlAC$d)RMPkV$Bn{78mVa8WOzeDlC?I0?+k~CHm7K$Wj9-^Z6r)>^A0W1
zyca9jP(*Zt4YgHfZfjpH=S?{UWq_MsC~b{|gv9AA5zPV>ao6YjyUuma?>g5x*LAM{
z{Ko?v4)4$F{d_&2kEfdk=VFwIK;;`@hd($q*?ywEeV^>C!^e<GYxwz%%6d1vv6=y?
zOd4pmWq)^h{MEfd9bs?ofED&XuWTEzYfd!`Hth*Jw1;rsr{!|5XX1yeH#4&%c0N2X
z+XZ{Y`_eb@_hD~@Uy3dJ==gr!RY}$JTgc7Mn(1@DA42__@!R1yHqN7JFl`Cf+8#gu
zrWzDXYuYYD+&$92t_eyA*<SbhT(V?BR}tRE>@8_~Z@PbSvY{hyWX}uV3rPBU)}@#l
z+>R4xf9y!#cIDU3iYUgYY9%y!#ORnG)~*QRgx8%uL|e~{9g?TZL`wxWn?*0O8UoI>
zMe>Dg@g#8T{GJ?86cuKIj)oU3rnH!Pi$SuOPy!<*pN7#yVp%klr8;eI?KC`&+2h^Y
z4<MGA4q0w=iJ9XR^(dWAb&g)|7+Z+pLIbETS`4*vt8=rfZ+8!+YZeDmGBjKt?=44F
zj|%%HTf7e*B`I2Obbi{N4}WK}?Pcgya2OWu?q!J3jlG`Xig?pndaLGY=>+=5`Q7vD
z%~=&6+{JdV+V3aDh{3h73vfo9hHD_l7t9ST00VSTf;gBRoaIpRqhf%@x)oK^6AxKi
z-{JE;mbZ^+uOb7z37s+FaeHuQBxHYCUHF%(%HCsVDLL=|Wo!Pn`mYcH*86f<eBLWx
z-9H?94juG1<@VFOpUF?|9_>?z?$=!Z>g&dauRlD}(|IoDH<p`wc+tb2a>m3j^S6pv
zsXso)%<7ZAQXB&vu0^tcY})z!#U)U9OH@@H$y)=Ke6Fka7PWo;ZQB=sZgb%5uDiA3
zgTkj_58_U}c`b%;eg1=_D(soD<qR^T_G0NQ!@hzVvmk^ABdj}yWnn*e9Z!0epL%d*
zf1+DVKp3_%_1uwYvA@Oh&fhPWojUyBkMfV#K<jZ~zrDA6UU<oMfVPED9VdNm3848y
zg)xC|{~d5MD&hR@{plP4v>izzK?iEJ5oZ2Mb;PJK2LgiFTHbnX|JL!b!EYvywhb*r
z8*dMHh6d944ZgmE=f~<=-q_shfC6BD8*xBk`6Dc7npj^^T3e%RMH&V5D?L#Ah0t_w
z=DI>zK7d%)xV(swdbxbep>wO7DarV63!B%YF`zTnjpS%~hOvQQ4sy`FfJkEGa6<F7
z7-3c`*)0HrjF!8u;1^j)NWIrR?ub(0iESYI5K4#n2np`AZc8fC2td7Ms)~1cyjn9A
zFNHECn;#?tw3Z*2F0qm$ti3&k1vhT(*b>b&m|$dBOo3Mv_?wNR%TRrwKqQms%Ue?1
zsCj@(@}zUKxohS(o{+t6P7#)ALqh<gu9MFjbw$;!X&UH2P;K**f1m2XY?NlVz&ZGC
zsiw9DIMSlG)y?j80;&W%8d`@m#?wN`*$A>U`XQnGaZ-Fq(I&%(SxOW2Ez$Ja0?|T9
z!62YqWE-<<`^uBeF^KglXF_)jVhAb>!BMpADm=<gg!XPpB?0)d5+Qq_b+TNWJmnVc
zo#rWl0^Q>|;2B##c~uljMEQoqNRZ~>_GJ!8Y^+*Wm;cBZ#Q}@oO*3-?yD8qdMq=o=
z0L38FxEjPUwrq=SEqC#_?jiIvmIyd^d8W>0i)pnNoM|Eg61$^;kRnJ+j)$)JLExZv
ztvsi!3%GmrxlNJ5y*bV?z(8{huok(K0Po`FzLe%mMRkwvUuwQu$%rxPtp2{`%hDEj
z?U+uMs4EU<R<si-7a?Og9)L$y7C7LJVW7==zX1^%0dctmh4}tTK%5uIa%WSXEjL7Y
zk-@)XqI&;Yo;nlX2q-qsUiTt7ErT=}j|gS=>~$s@>lFWg)SZ^ot*+4xwIAf^e?GC`
zujf#%774SR>}uW$xt>fzI84B5GAz7c@bo{R`Q+JunJZG>F49-n-_4`6m&z0&Or{Fr
zk*F_}YuwY)3(!K6-9oAT2ZRg%2Xyc4e?aEszG<uL#YvM5qI>@3H(!*<RaB)@*QaqM
zyj-lW#`T!`^}umyQV@f1c;J;}g>|n2(uR1d?AE&0jS%Gt;B+KD73Hc#CAV`5mqw=P
zgYrXgS$-`_Swb#l6?hiPt7)ck3%CG*ttX_soK>RKP}B^M;X-mOAjZ+l4r3OvEJsKN
zwmzTe7vOJV#JcCjsFr(c<x_cBByx;n)aEe~1%;J({^PiuL<N|L)XkF<UwT&w$UN2I
z9$4>54_2-RHiuI6aRQ)uX#x*NqWvi5ti5Q}w8!eRgi?5!GuuCaP(shbczCCktUZeW
z@Lp|!PG5-Ej51CX9SXNlp3yX5+!KKYtYTB<Yy(Rm0+|L@WuV+lxXi@pB6gs%*iYQG
z;$OSsAN?d1r~s6xnbEVc2#A~n?hDunP}oBma_Wx(bDchWxs_Yzf;Q8bnZiXshj{_I
zf=%ArYAhR##)id%FxfL>js`aYT&5x62Lr%HA<ls0g~zn!{)xqfz?wJj^@@V@2EX2y
z4I~LVVYz(5HV7TaYon6O?${>j^419(xW>EpEX`N~D&g?`m2-u-eiBbt8NF(!erGr@
zX(+(i$t84E0lB0pY-S-Uw|3Lwx@C+#F~ihL?U8&awjNEdn?3GVD->5lg``j#6w5(A
zPQ*@^ZoLU3*=sN5B7o&jOIl*|3UURvwpt(2Pz3m+CRw0@0Y!B|kf#y^ec1<uLuI#E
zdIf2$WVRwwnMRDJR{VfLjaC6b1TG*DGbDjE76KkT8tNI2F08$U$@Qc3=*2DYiqf&H
z(De96L&q0A$(BI7p!r%FM-oB<SPhNArZjl0jHMP5vAMlatEh`?w@C$}K!=H|0e-S*
zt^;s>{GLXNnQ6ZI4+y^1j`xUazMvxdwt>N=(kk33C>{h8E_$HzvMq!>I$bBc_fdOK
z(H8|)z9@Q`X8^de`1-(ho5c^;X|1NOEx9)ir9?Y(yPf9bhjrU*gp45ASXBdcU^;_9
zVz?@Cy)-!n50D35ECONO+`%QX%*-Tq`Zw()i}`%9v2G545UT~%TQ519pOID6e2*0*
zIS5`p!tD2#itw}L<6cEr1-UYfK-Xv>^tzecnR+O|gW|Rp8P%PWQPo5wI)+S>*hi%>
zD2msbmVpo0$;agrSi%|nhPomr0L*P3n#2S3aR9k144SoAD4C4UkM*zW@h;!J^M@by
z=q`WHcZ5yF?YkTM62W`l___M&SAv1oSFw96=8M?P8xHUSW6d<U@rFAg0%Z%y53Ohw
zlRr&*6hS$id*{*#+a7$f^U}XAn?1hxaraBRp1!mv?0Dl_9gtD4M9)`$dG}J>n>T-z
zz4Fu4V~@Ow7k{u+PQqgXwQA(~mD-~QzaYA3px)0GS{mfKklX%qbN2P#{m1`25nJhd
z^X2CnUeFg!6Zb2<UT4Q-`S!?(GcoV3ls&#a-ws+-3zLuhh*vd#`YYkdwuu`Zv=ceo
z4|MECwVi(d{x%}9ySi}NXG;^vm+cOhT7#E+t2R#XRGeS3Z>oRz``4pH-dmu3yXGIi
zb@S4WJx6+<H@Q`xDBR|@<LB5d(;v6o>+U&U`fJ*^H*O@|{^pZd_{0wC@U^=gUneJ?
zJx*Ic*!aAuZ_4`*-AKSiYERRr<C9^Y*>{@eFSj3gxAFPQpzT-3F79gJu;b2pz&+%f
zJtuec*!LVgK-o(E`RtpQn=kkrY2U`!fp^3E9=Uw(U`=(~jaXO`A2ix;oZoY#?%1*0
zsB9l!Vf&50t_OW}Jg&O;HAp1`yCdoN{>;=1g8T1$_0z_))b90d2X=lH=97|gTwXlh
zKuNfrNE40U#YR96pFfC<=y&tJbufT4^RHm^t{eAn-@dkbV8=V}r(`Fse+eAK$5RhC
zzV=(PuVl-9^z-wepU-ye+&SXq6~gQzOIw_y!t7~!-n04;h(qZB<NML&&3D-FvAVe;
zA|kk_+>97l{u}&y{$F#ty6$T<qpWV(oHF3q+UZ*TBvAu$n6xXE6gf3#LQZo~O@rad
zmT(Gh%uS9_i0~KyUke6Ph7P*}h;Pm^^^{Z^JjjNEHIG%0Lei*H3Q~CjKh8`aFQ=$(
z3SBp&7SBa5T>z$+;t;yS8d(YV{I3IMMXGSx6K&CIyEGD9jjx>v4%QUbnY0DN<lqUz
zfG;Z`M!8vIx!64yogeN+#AJ`f@_~ci-)M!TM;OYM(uqS`+_-bp(s;Q<WY#Lj@`4@;
z{}SFUp?f0wQBb0QUuP~{f^+*^Fo1(5E7A-5d`e);i^SmXTZ;nc5CHP64#p(~1gf1G
z#7()@RrMHQ8S|tLu83NJiDb*c7@5G<YXl`sL42VL37}=fAYLrcM!2U%k5sB=Brawb
zz#@^N;pr!B0)DOVSu<eAk@@dB#E&+ZHIsNtmX-fFqkqa%x=5CC7qD8GtR;Y+(p|2n
zPQ#`OT0D_KFm+zVNiI?9Dh*5M<C*eec_{N7Kr57+0WOrouFqlkO(s-{6!i?v6eMG{
zSEFZk13B?6*fphpU@s=Ta0TK=W`xDb#(<H7wUB|yTI5(qP}aeRRaKp1!c*8)LW&zw
zBb}s9J7rnPBSWI7pmB&d!^3G6{@I<^_7+88cg{il^|r`RuN3!ma#=gsRSAY{oi0@7
zfkGhlg$j&zm|Q!Q+2S93$`0<bqByOm17|vDGhT)n!K|mVwL6YJreUJ8!G4{p5v30#
zB?qoj`cHWe6b6?K4J5k5nPmeN3wQiUDw?ohxbaHAthpyV!((slMm>f%Fr)S6$(UB8
ztUjVL<^*eQgQj=GyO*u#TfhiNvv3MpZpn7G239vNFJu7S;1>1#Fc>8=*wI-mH%q@m
z2Q9YM-3#uQ)@>TnNN~7AA3PU)9Y7!^0zC?Hm(r&J-`6^h@2YiG&A_ECt7M;)E^;Ah
ztlHnTR1%-(T|n&fVI>n4Wd7(<yjKK*Ob;%oWS-wCSd5E_^eK#t#6gYrO6<}d#_9sy
z>M+JN_u3THY+d=LGH0*e7pPJJ7fBYF(dGYut|d&ufHIcWYn*UT%&FQ@vR&#Ddh2<r
zI967yRfx@YF7@KvvD0t>{OAhDnbaWkbeh+SA*&%RJlX760*a%Tg#!*;udGfPkExvA
zTTdgWB@8~SHM<Q)#Iu5@VBn(aijS^Dn$o=cDYw8_Va`YvU4uua*3Ej7MR*~oY$+<8
z#VHViar%-OfaE!9gVZFCm(6DQ>8r>zYu{AtV^=Ro$>S?fMa$~}E!(a{0}wLbnAZL(
z1I3xwzKC}C8-bC%YN(GC5VW@nn~>(ALNh6HL6EvKCMcgKM)4Jx=o!0>yX#Qhy?%lB
zAla|GB9c3TmT0MJUC&6r%d^FM2AWmeTGkV20Z@4i->77L;6S#iNZqpSGB#H1(6r34
zg}qhaAxONuzNErO`w%0qu~NsP99Anzz~Lf&V57m`0Z08*oJ0q7j2WJ%R<aR#p5Crk
z#Y0%dDq~P+fmxZ+uLhE93e(Qju?%ookIslN^j4m<AovFGX+J%)ASAEkuOu?euS?UK
zHR~11@o!Cw6I68x=tZVYT`%;RPh2+F4{!IEpz7c=j%AZC$2F*&jsu9<ra?exQo`e%
z4i7>G*C%4M?jDE^52)}FPPlt}zo?zDm`V$IW8PS`2X1J^n2XTIimc(}4%%3N#^!Ix
zhcCp%pW{RlNF~KsiOd_P=hz*OQ%bo2g;d4TRbUV!8u#>kuc%!7T+d8EHmD;O05g@%
z1kP2=8DYk}%WzBC=4^gMWR*z^Tu}1kEJFp85h!~Q`6kZaQSY5=Z0;okf%&dEg{<O@
z7-)D@GQEYEjch+K_3yb|HHORw4c*si9i{sk<k-rC^_P0<KHct#dAci^lHNUZ?%$vB
z`6<VD7f-ibo#<=;3*U;I$3n28`#<mS^)Otvew1)EtM={WuUv8HiMxjzU}vXchkpmR
zeU`QJ>(&oIJAb%x{WZVvkSK6VX{lq$t1RporJ&=b-CJ(n`?2)beNgQU+>^BCePDlZ
zo4Vm#lZ*iPiMj15y5^eA3HK5>w{8N*|97<YUG3nr`@Jpf&)L8FBz^UG7cr0zG(<44
z%z&iUw0yc#;Tm<v0wdO&Ab;;(wQadA=n-HyEX@TWLkdUrc>ol>d>9L^9UTo?!k{z>
zwZaxNJ?L4XZ4#RY41%QKf%H&Z_Akq5SX*S!Bjs50vNNSGnCS-BPA7^@3cD%<X3%+S
z9~x8@**fuJ%F6>Wa&YvV0pyRW0+SgX$zJ!YNDMiCoTx7;d~6r2N~M12gj_$dsWk6$
zXohuD4Yf8f+@c`#09*5A?=%m93<AvL&^1@3fTfL+&=Yv0k6D|mt}#`tQ#{DXsD{T-
zf2>c7n)a3<DK(;ze?VC*fFu#v)#C)RDe#!qDNmyymn<uCLAMYJf*{^g90l;%*c&Oi
ze>$CZN~IQ^A|p!VHWW(=^(Dtc7|B4UZursJzRBhnnY(1C-ix^b`u$C;&re@}cxdOz
z=ZZ$LkDEI)<M`S|y5rr~3I{(L85bSX>^c?qoX@`evY_eHq_EvdF}@xfpTUz&n&g$4
z1&%2+qX57?4Hi07bN)CR0i>7?2md~#8wMn$M^^z!sr%aQut$DjsX?dZsh(RP9pu<~
z^chLxHH;v1<<g!%no~|R?y<?fT2GpPwY<8Vzl#-vUH>%k$&qdB4y)tD`3}>^7djrm
ze{1kQoa{D!?&RszN%go}<CrIezI^Kq<M6eT@4mc4-8Da-_&w{D@XJZ5M=Zr`pgVcT
zOG-D$nf9VbK4xk#XzMx4>!)pA|GL2`=zR3XlP>`M=4Om{uj|uyF7fBtXsrK1pTP$B
zaM3L~(tpKS<m!<&c*+4;>BXKh>WTg7KS|Bl>WklgP*eX3LBcz<uSP&?Uiwy5)$`y5
zCFfx8eFP<ta^?prtxj;G1N7IeiCuM-B-smi>3V@WYLzqF)W$aSL^P0N!1!n;+O7kk
zUFy@esj^?p{LS~jy>a1b`jKPfH}+^?*R!Bue=Y>lD513VlRGi0jpLp1dLMF?rO!^{
zLIeB0Ipo7ZGmBkri|HJ&HjPw1jtS1nDpB_^O1!qw(Awk>ENeAz&S=AOyevkqM~-LY
zG(xOzjN$xF&{%68eyCrNZ1#tE`jI?_y_OAD3<#bZ$g7gaj+wc9l8~%pHeW$i0EiKP
zJ&e@)S8pG;wy`}DG9BTHnF@s|?FT7JMI{mI9vWVD1*JO$s;yFrhD<~$De@l>n9|k#
zlC2u&kL!u4jIa%i0a+%><-*O>&~jzn9NTVQ2u&;0SJmmkgHa$)a+6ck1tjA(F5E4U
z8ZKZkSXRbq*9!94UJtL|4mr3Xc;}1=TU`>v3tYuL_c!TUyJX(B#Uf)$MW@q^oVHiX
zXhD!x$Z-i}(`2x%TL!GiOsCeBLgNB6Qwrjn&hu*l?r|TX#5vam9)bt*{DUl~r{dSh
z8tU&C`>4a9<$khEIW{&+eHRFcjjB`-m(CF%#|q$#KCazV;rxZg|9}D=22comF&z_F
z85vR%cqO<%Ap-K-%Uv4((Ir+kFe#*!S>_iq208w~KBzLyO{1wS1Zi}qWiZz}$)7Nz
zae3@$tnDArYwYzr09FAwE9icBA#N0yVTY_*s0~2DlrZb$|5LR7zkE7EHRZ}=+2x38
zqIeda5LoqB>!!H;lX%nJ|8MNh?b(*d=CQJw&;Rpr8YAU-^>jj+Srg5M3jBOxFkPlW
z*X8hJuVgh&VEaZg%OQB7KmX6kGUbz(g(hh5^@mu6{8|CuZVQT787gjBQI()JlTZBv
zy8QV+AbB(USA+9O|Iieyb^f(~A?o8|coN$*tpU^N@T(fJO_!8aVTdxVs}4ry_5*&g
z$*7ilc2$Y_9}t2kh4v^pOZnc+U$dFd3ssQTu4mz%qtz9OONj<t!NwJ;F4(>#$X#C>
zOJT~G4nAriIU|&#GXZ}g38lccCct5J$J#ob{<@;C;>4&J>{ch;uhXPx#ql^mRR&Mp
z*K9ZSkg(SJbZm7Y&xDHimYB9DfrL}ca<j@AkKf>7E_ga^e4Ak`mtrS)Kq0zrOC(PQ
zYaYn%*MXLpeYR*;;L?9}3~@avRic}>fgBn<_1e9~q7!0JiQAmokx(b+d~`AA-W1FZ
zVRq}RQGrV#<r9I|O1C=aSio0W=s|tgROXCFkD5?RtTd*^jtEI!?w8GVbBBq&eaq`2
zn{V`}>tzB?Ug;4^*5y|mb}qJg#Nee6moq*jj%JI5)IEtYTC0p@*C6HXow$o#&C1zW
zNw5_S8;u;R+|+9g!OK3lyyVT_4o1l0M~DsHPYTGZ5|mhjRBV<Ps%T_Qvu+Evb%19>
z^gDUrK<C^=ybp{-q&^+vJH7GsZEud03dGQIxuD3HVa(DvLOcve%_!HQui!wlXRNI~
ztDrK?6tM-?Jl9)+T9wHC4SGqcR9Gw-tL-FDdo$n~o#*DIv+izzA8jz1D7x!XUP|2*
zJ%D9LN%e){8Rr94Q4EJRiaWS>A#ZyUAk`;tu0dLsJ6+S^u~otcG$~}34JP))$W}jI
z<5p&L3PCKb2SdhrJe^XiPD5+Mqhc2#rU2?fHqd%TvbRnIUJ6*`FVdZ@em=>1EFc_;
z6j*U}w53=#FIBIYxLMi~8PCd{M8_3^^-FDU&`0a>B%w(I3DEUD77dJf^04s*d@#yx
z<_={pvPpJ9E{>v#F^_4WD5N&IqA$3I(wAC~?<ZH5fV|SN8iYhrU2ZF71zvQ<iY+fh
z=IBSdBQtR}>}-CFt@Y2!+#u7Vbx&+c*8<#Y+ZBh&G*n+9<7kP)t(ks-%cv@d-8NIQ
zq%0rOfpQ~JYq-;O2x@mxeQax&p5+})N|lCWOww(3z;E;<HAWAd21HT=V^tY56+KcU
zK|FR{>=y^!MbA`2n=dmjWTZvNtwD*(vnA>-pgR1cxo~o<NlPd<#QBmw>Y5AwkyS34
zBxey+C5p)i449%IC%R@y47gua1K?OI;W~nV`lwVeWOdZ9XM*ILOvIra0Y~qRA3YiT
z-VW5u*NcaJ8@E%x+kI%=NB?O5@uWk(mtpwBpWXWN<L}?2yu9o9OFPu`3zFE#6F<za
zALa`?lBh|kG)w6RKOQ-@E3R{Ri|LcZjvrD_O`cb=e!GoIoPYlCrP!{G_db7fPdT0B
z7LcJ~JJ#;THyyZk=IOC5g!6CQIeyUn`{tKo``zEAV*%F1F@D(7?YoP9`+8h>py%Jh
zqvPX!zn^`Z9)7ziY}@?V`w_kGKiczB*bWx0UQG1&4OL(N`RzSbm9KdJ8P)Rrxg*!z
zQ}IuuFL_@ZtM+(D_QCefOXnLie{a&>v>y8_`}1Fue{u)-6$iW@pKj!B?UCYLZN9y*
z!(V(T0Qnb)ROOGtqXvVE{=U(1<BavUCp|y>{n6X7Ys`s=XP28iKWwx-f1L1L&KqZ-
z2+zFr(|@Nv-uZfQ=Hbs$U)?r&w{1rvdsotU{FWo)#_O!0OPKBN3ZAAs{o;q*_x5OZ
z-Q;;S_HRFW!~y^|qHp@Tt#7;3E!dvtPSP$OI}voF?ZBtIZ?wI@wSE8O%<q*|HAlM7
zovYM;clYaqAXsYL`DAvbPf(0|KqP18ox{3^a~B6bf7kN78gKB3HK`uWxRaNz(saE`
zPGxYHFt`g*d`F)Xk?`f&8^MW5(Y5>YuLXh$0r>GN4JS^%Q52?owKT=#6GG$(iZ+)h
zzogcg#+qxu<U+Npokz3cpvC$uZy>}X@oT;a-<)xfCPSD-;ch%W7sW*_RP4(yAkS>I
zurbJ82MhQ%(NLFKuV}uQ6R?=JHz+>c`+lOUY5|=@I}C8UhODmP5-<YI+b*1Io+h_K
ziplA8V1YebVo|6Cd>3?(L{)bQ@6$PeobMuibX7=RjReUZ7>YRq!Ug6OXf;K}!Jsl!
zabDZnAa=2Dq0zS_Il7))V!ep-L#MR%`Gr#RA<f#N0-OVPTDm;<eSt_=iZP~?b@>t}
z3&(<uK~D}F`mF2R!MmYMt*iY!rW1&;>-{Jz8#8q4h&w#n>Qp~Ntd{|XQD_Jzi`i8L
zV(}DmU0Pd|07MZkuv~VcxGxAMg9q54#JbHw_ref77w>cnp5#HVj)}1x-RYKB4UCL2
zxT59WfN;PkB30Pi7u=pnk_Gnwvx8KY7Mi?QoiZ4jVb}RcpoqvIJ=b60H7DodF1Tq7
z{d~Qb9?`Q`FW?7+r5MFkcI0G+-vS$#-519<pq<r>0BgVBOrfn(1_PWcvn*z~cNbP-
zHsOGq1py9hmMSvG+=d$wE@j258Nr!VlZhe81q#0I@5C{wQrzrP>dO6fX|bD+yA>MQ
zj4IxlC+ver<S<dEaz<+KO(v!CMm=Z_<(yIhnA*xZL3_d4^py3RjBFw|ItdxNrLNEr
z9ido(4kj9Zwe^WiWdjRr!BX3Ho&g)k7eS;UQPUixsS@d$8I2}de9~B+xSoYtCETv=
z_N#Ty^)iPb2~~FYXxA0;T$n5!cs&hP%-y(CkGHFB{>NqTU=*VPqc$)r!$}pnl);%G
z6EJFRT|FKtSI^h-aTF&lBpKK(sw?hiK@^dToEBvX@-b_1Z)@n@F~(@~<ro#Irb>_0
z=Qf0}guN0e$;9L1drEUM9MLoUa7;GP@&pnN?yZ|cNPw0p`+~;Z0|)ZQrm<ZsGKc84
zu|!i(Qx`drd@gZ{L@h$aM{VB450usYc95EvA3<56@BngVTuabBhup6_CnLyh6c=<i
zc#2tUY$bEC6&LG=GHYG8x)3}t_yq}iekUG*AsVwolkrmJj5@19?vyPS_#^yL{8rz5
zdOdwM7TA;lRENQ3F?s2i8uP5jQb8xG_4Jqss1T!1d&JQ-wdzv@mUMy9@>)N7Yx{GV
zAAv3;pk)?botr)`+Yo7B1KwVxf0OBjGuG({jd8dDfD&0`%4~%aQFflHL=sAbg#yq4
z6=so;XwVjcTGZ+z)v-QI%tk0Da1{dH{K@Qz9#bkHwhi<eP*JIFp2q(HgcP<~GJRvr
zo5x*=V=e^>$Qc4$8z{BFP*B4Y8b=WUJ57-`6t~ypycP~`*><he9KSZIvUG|up=prS
zki1w2CKR1adq&T$vNmAa^-5<#MSm4QkK%!<qk)|dI5$!Y;Y1&~gv67}Y8(i$piZ4T
z1bu=BG&MOtIzCqA8Op3wNZqlq)IrRtW>u8gZ6pXs;&!=v0xm^DoJx-csxK^qcz?9&
zp~8^KHF_x*Xh1sId&r<Nt4e}iC3~Mj+4+h^FPbtgFX+)NnZ0E*6q3B=>%HZ$h(uYI
zB|}Dm|HY9g3Nw##;ogjAbV$Mi(f+us{S-2U0Co8LOQ8f(6oZDZ@)v;ngVrEmFay}d
z>dTfuI4~2eUq~skxm9BUjuR1#1RL^Ue$arxjbyr==iD4B4#0!SPEBZNyb2<7vjc@a
z30an+21th9X}1#MT0CWI*k-=i(&Lr97Pw0AhzW&z<GbOE#S-g+Tcnb|Y=HJ*nEXh5
zRi%3)BZKgrfyk}ubg4$%(*dbkxCef-sqg9c`wx5vYTEPJ_MJ)R;+n!(AhJYY;ZYYN
ztBeV`fB6ajtiAQ!zx1Da{_>#b-MSt7s+z97^ZLQ<NB1Yyym$w?AEJynVt(SaJ<)Tz
zN%X;uBe##;{p-CC$G`rvf|ysj(9qcM6-u#VXMN4p#Ixg<WjA22pL3lnU(3tCF)}`$
zm?M=vzbPlwL!>7fPM%Hu^fPqX_U(}oefO&^2eZ%Q9N0=2`gdyhH(xYL!f6c?kd82S
z-`;n=avwf{`2-H1Bf2^ihykF$2{fmgiis2=mM0$l8Kb-SYkVl>!rJ;x@28l_{IrZp
zrplwl7mW~<i`^r9iqM-Xj@UOm5j{svhV~rLb+s-}l_KQ^cQ{ZID1-4#aum#OlI&RN
ze5{P~pNx@0XnuNOkx1MZ@K%lzs9}3ip`vCh#m|+>NOC%vQwah%?I=#&wl>ODpF|Zg
za=8;4>15R(4|IAu;i@TO>#6RPEhTE#9W6A+a@FY-63URc*j(USE3mxSl1jE&5Ro!g
zR-sKm6IWXD3R|%<#7v3IJ989d%5vEkU`}-@KeDn2qM3}4F90llKMzb~b=+@_Kuj=q
zw$Qc^!tg{Ixvt*PI<wmXHl?ihanNQ-Hd*^DfoE;e2l$psSD+-`m|Y9mDpx#CD!b)a
zsRHEOIo&)U`V0{&q%vFN=E=9hp{0xLR@7+pGkm{UY=46Di!SRzOyZ@)rZ8kfT*9QM
z4^fspF&V!S1u3Z~5}3LcwZ8#fd$mtJm{zE3U3^y1yh>K`H<tlpv%_f)Y`oH?!9)s&
zWFV@2-n9x6&LO&6mP0D!z91}kr0y;&u!~|3tYNG^BkdL1gMV5^0tl6yZ9km9ZDs#_
zJMg=Xvs}Ve?2CVOZb{sKW9O?6;4IOOuyvYP^`Bb>Tbeg7yt(iN=bf0fYwlku!hN^(
z%-rZqOl|ag!1IF%K0^THHrr&B8z1j_7=@DZlnrIQGO=EkR)GH>SCaRTCF!~It<*mc
zpZ{0S=V7hM^QnQS6(B|Mhl#w#>q&_Xp$Yy+O)-Wa_C4zP_slL&+ywZirgV>URQ`{N
zjb-TibC~P{xp&^5l)bpV>zD%a%6GeVd>#GYP+ro}KgQj5P!4)R0+w(6xG~&b()R60
zh}6_Z{g)<Ha;TBd?%MrX;-MWoGJ_zRDmU-{IF=S4%Og3dKmReVID6}dYd58*b3g~)
zefNI*5%@?)U>MeC%lqRjdGf@kfVTv(A!rSX2*;bxRrPj!K0i{s=Zo*(7gK0E&$hdP
z>VBEPgW3+pDSQhqeEhFhZufQ=&JDeFop28FQxglQr0^>`TmbpKNLCZK1kQ+sd$r~j
zUAVIJpy{f1qPv)fUrcBF@%gyX<5*{WNuUBD5*nHEsE>1Qm(K$d(&0DW4*%vW_4VNk
z@O8dVvwHke)7DGN>6_0y3fAd%aFK4o?L`u>zGCxR%rjziJucfWSc1tB-~zk)l)%<H
z!9b|3#O@r1$TFGIvH>X<4N`Otf1pjuxYP#rrMAG$=?PL7=kX}egx-n=l50b3zk1GN
z&|WRX6U$`x&=7WLC<)WMT8Ko)8|ckffID%rytSyFYNcG;TYI_4t+`9m3f9$^Sf~$`
zehO$oAUUOa?-<-EM)R$eu8nCR{FFUtrf~;>orZX$7Z+HQC}@^rOaXqfLPOvkKS*xi
zr8RDgkB@iD2!dbj-9yMP;RQg4gs%NMy@s#Q%Yan=GSsAZ-N{gumQ|UfhuK6fW!d53
zLBlX$qk;te*k+9xpwdW{O-8%Y+X)Bs;!5Bl?gC(mePkiT89b*j+x<c~8t{N^W|j$|
zF}0L-W05V;?#wGTpk)dWti@S2;}ifTv;C8a+7fXzq+&AhS;<TP4|p<bkp;86M~!8i
z>K9D_f%&LgK%@Ep>d1O<2jCw03V>+Ao_|2YuNXJE)WJJXT~l?N4R7Z^{ib#O@R}gO
zes-#p3M9Nv7RbQ10i}OkI7xUH7}%8J$>=%3$~QGYqXh?VZ=Ik0H=o#ZsjpBa4@hjj
z#1y~_`R;LaJ`WhhYnRcw|CbW1h6oo96L@Lvv^IJK;woLWI}9GBDa<+qAiz%(d(+D5
z2;>IBNgq~rYgrw&m{>O)BYOL1;keU==nN`lSkOGQ_L0;o;`>d(0PCqphO}4bl*VZR
z?_sYo7`dKMj+iPDI22Y;f*75VS+}j-flVkD=|`nDw8J=CluG@mjtKm8PCCm*1E8k~
zF_@l$PR!slvOI`XFiVG<HR5TQZ;5vo=KRj(nFWuuLKzs-r|z+wxAK;2J3V=ZOoxg@
z=5l*dvT|#uA>OCD^EOnawX^8ySVYkBU;@B?6rp9)@ou4R%R`-u=)8eMALuDxj#xOb
zrgsjFSA61IW*MtbgB0yX1G&UpOb^52L#YY~i^r-=3njrO0Mjk^oGe7aNF=1IZgUM)
zkB$`x5}g_L+G!4C=?=}f^%|q{l1FI9^VW&;VSq*$inSR4OA-^J%D7PRwM2L-dTwp5
z(lRjXH4YbKflQgIhs0r?m0GMz#06>z)DZwakW#T|ux{!>$j3e&YhZ1BI)}?2rIxKI
z1i6sum=@PBSAw&(Mev+54ONE_@k9>yn98;wvvM(F*&jo>R#-`3<z<r-x-BH^bU1zz
zn~}3sYi8Pvtg>I)fr{6_UphhHVv#X^)0w~oyr?~pF&TGV)0$tJ!c~N0P-Ar~>)Pd+
zERUHybuV{NZg$4<QR(@iq|k~_PW7QJcCvT(*8A<4o_uVs6fNQn#~kzK)~;S)Xc{n(
zjBLeZX-=t%F*JDBL(QB?)W`6e?TdB=z%?iz!6vZH8Gyr|EOAfi3#VrPGOBJ-XKCXT
zTL3>D9tg`=2>YVas8%Hn=$TPWgOoYApeTmlOpf;!pmGGtZ|(uQPYwR{J4VSoC2)zN
z{w}X1&z+a(E2>&4&)7hm)t3%pz(`^gQid3e4=*Wd+UZ}*<C?%$r>jyeEpamk#Ir@~
z!W?CcBOU|d;QM`2vXIW0=4Tjgzt+2yJ2-*KPoAbvC+}-?IjXVVWL84?gaC|>LOMA*
zS!}ISWT=30ixrUM0+H2+fS)O;CqV*S4#9Ldj&d`$k_~9=7$lZfyE!qi#<x*3$pTdb
znQn{ZFGNql%myI(0iKEg4h{_{OZ5&*T8UFuMf$Rx%<iQ&G)TJ?E&?SRRIZJT=aDac
znf&J`A75}wZ}Nf+9qVpAaN~=5(erg-Z2e?X{^17)#Zm8{{$<DU($rm_eDnEd$5Pv`
zwB<tTw|&9*=~CLupA}UbK6?`UAZ%9(>bHi5Z@y^$CMmxDKV;9pvppf8y}Ncbg?)Bt
z-FWEGhY#ACI+C!<?&#OczOlS`zBD)7l=44dm=jknfBs!JEcL$I*|~_r|NgN8_2oP`
zr@pZ!qOqs3jWpZ-$9;QDSlGVLa*}A#veu-gEs0@=|H7^Qmh$22TegJ3KK#Px(4V<~
zy#B|lFYe_0+(`bg<tp_k?8K2D^xI*+U+?mGr|PAiqtAcnIQ=1_{p5+d8#x0%lb(Km
zxQ_I5*yks{#NJ3cwBx<FhD6-;Q5>P@*-KhT0?(s4&rR^cB_pM_AN}M0`}ZmDAA8bL
z_Sb8#S}tM*5X*d0Dro;{n&-ZKsWmlKzlP!5Q}U>pV|8X9V(WbcRtq@0iMGWw0z6w`
zmo73|3rPG0<{%`EGR_wuoi?HgSXbkFo`Jq>`pK5pePqiwul=%v_5y|JXitSdf9Kvy
zyHl1StrleJHZk<eoE30Bv9>0ow;yFSCU`8dG8o~|ULGpIFLGgf(o|tt%IW(*ep~kI
zSI0X(JokR$p%>vBSs$<u?OJT~4T^s!>5F~Z-Pg~c?*IDR9nwepL1D><#D5&TJG$8p
z{gWnoeoD{tijDgGOar>zC)OiodyIw<j^;yHLHeky1C*akSDycEd+E3DPwsg8-6!9(
zvM6y4ltMA`;a%LDZWBtzy9XCF98TV!>czIt$G2?TSC!PjXp1?I<$D04QjS+>f=CIm
z<n3*q8C@Y@LgL9YZYulj`QIb1x38_^KFn#md*snsYSP^&RhzGWHU8<RBuLA}Z^O5A
z9z646@^|(v>faA;rZ!xekLDltcEfgfow@3pupH6(wO`%Ux=Tf%$~7mxJ_x+@`qA%k
z4lOms1l4dMhz8Y&FFCG7Z!9z|Ldp_6V;a~CbhR_3fj);_s>lQJ9krJ1Uc*3H)PbGY
zfH+~1aV{;7V`Q!B;9D<o(9`$^s$r-*Xd7IDv=hQJY}8ZHE+a#<P@;4_quZJ?PJ_?y
zB#EXIp(^&qFaLn<TqIx&&;16r{?b!TPQI(Fb2;Q_89yj~)!G;3j-lML8`G1WT0)*%
zR9K7)&M}}j+dCT)C2EgxytpT!v~?(@ZpEfR`g+9Wc+pFOCaS>sX@tVyb-n{sC>pR#
zVE~X$tzAsOtc~TsrqWpQhjUoo<`O16eJ@xpkhOpZIqEdB+7!y{#Jt$<6BlIaYKV!f
zYZ+lmmbV<Pk5>XsdUj|5$v3>v969C~t9=I44CFqw4Qo^*J#^Y8(z#Fy*fl~u)|zYT
z<9I4HvJ%=2bXQ0sC8q2vcmi4Giy0fsyNSbU4Mi?0qm-Ue9SRhHW`Sp75Ot=XXd#I<
zeQr0f?(c_K-HA;*gSGSpCOO#|P^Kk8B_^nQ@-*8RIG3di0z2Hj%B}&{sxmd#Zngzl
z3VaKygp^81vlGCP_mJxgiPY=0oo=BiEeJ8Ocj&1AEarhpqtHr*KT$T#0a(iwOJ<1z
z`WzQ{u>$8qfFO8}lfv=A3vB3^XW(47NKV5=mt++0z^Y1PK@usBo2i7GbM3}yBDk-4
zS<#QBSv}$sb;cHDyao6gZI%LkO7UXF*I7XU<{5Br-zZ`*A8HijRYk8&#?wS0a49H`
z7n;cJXGe30;)M)Dq_Ux6dK94H5V2x|t~EbCzEncem~Gf%rOZ-<5>0vS75lU8QeCk+
z6WCd<h`3FHMK`|q(MQv;+N)VK3{b!1=^87q;TWwb?+5X*;Qr0~Gg>CravBTx*E_Nj
zAV3qZ+~n&4m-#R5#Uag`Z)L6s^CLt&gRXqr6_h=&4kNc~Bk+i7_)swlgxg3b*3MCs
zb=zAuiDnHjf{xLosG8R7Yb?I3wvI#X2!X_JyT*wmL7zkW@PkonK+PqtR0|`!1LY%C
zJqc5!vOA+Fs{`pv1OpdEH+9)%JUDMJN<AMbtxsyapmxZx;4Y7Sw`30MtmiW(^>izu
zyB=m3@}Msi%&jpBl|cJv&emsS1y`co`@S>Q1Pn14jmBR|<1cVj^vYyXx~GCT71NrD
zY@NvuhbK;z!~<J50YV0ZQmUb4Gpj%bz-iIgkN}k!Ky3{^G{W$`Mj?Q?7s%?S9ukA_
zPKkRsDby3?DGnz}r6wO%MPU(9Fh|xb51OYLQvWf>e-YNDAhri!=#I3l!@sWThp1R`
zd=ITo6@lxELa`*E7E`HYp)^KUY{arWmEb92NJs&x3d#mXJU#%J2})k(k>q#`H_I*w
zEzr~Bm>cA+MyInP98;u%77T!jE}}L&LpX}?l!0QAZ`zS-fY(l&h(o2P7XmosfRGF_
zSZ`+fumW1l3|8$`C2S#9t8bZ#<3XvHjL4ddKAXwk9-YRqa<NNokqh+SdMJ1N0?h)^
zY{4Uq1m723G4x!y+G5-@TY>=Na0A>)VwDtR!?oPFLY8R@aJJ|WAOLaDW5ywsa0i{f
z6fJWw#XB6rMA1-4^mL*E>nZc(D#)}^7n`^qtA)5H7uK&Dwa~P9S`bT{&>9tXa7@Dm
z9LhzKmPhTO<UEz09DjGOBxo<0l|8#3h>5AohGa#7?PN{B`;#|*e(l_Y>m8~4>yRJv
zYHm*ETeN<ajiGeEU5AoVx9|eO-gj+p-#Xj-;Cj;e+oHr1ziGT9H)!pN#Pjw0f5kTT
z#O&C`-eQS*@C`rWHa_d}2k)Id{L!w%WuWm?Y3w}p;fcz|x5szDwtTz|wQJxACHLL~
z^jFHZ#^>P=EC2c^bz;YUBH?H3jX&Vq13!Wd`<~hJ>4_JAy!GHH>15g5mIpTzs|dbO
zRvUIZEI0|}7FKhOw4yA~kT^@h7v8PE2;aI(V#AKwB%{^zvC&A%KcJ6{mQ!S42ZoL}
zCu7L7Ko$**^7HrO8Vqs=DtE+g$ix(lmEW6=UIG6Rmc^c?J&WRmpnW{N9f4-WB4sF1
zHb?Xa*<KR+`$R0Hh=jJvf=+iRRF*x79kXplI(5LLS*XHfxecZz42&xLiSD#gfKD~V
z%#?A%nQJ_}RhWILx<LOA$Uul-uE_*e;1L<U={=ADI5%6DG|(rbn|U6Fy4h{^=8FL8
zZB#*hJVF*ubfH(9FKMwznT+KJd<=u@isNz8agTJC*Kpz#nF;o&NcL~BnD7nJ>SA{s
z6N8L;gNYL6TGN@<(1J+UaSb^>nQb8pXw@;Ho&@y1#+z}$__{eeI^iD>#TXwuSAb}Z
ztY&6e7#!b>i(;vER9xG;Tw7UtwFQJnxO0T3aDmRW6aWSSQcBgr?!a4v@;YbsFt9@_
zgpS(WD-uOAU!;~{u5~P61}Rstp3e?cscUO=X*3hH0BBE&lGYj0(6h`^XH|1u5q=#2
z;OoJd+#WbrUce(&y(mV^bvwxAVr2+aU+eS>Wxx;stsn5VUB9z{doF23Myg7zA)v>8
zP=8=G-+b{YWCp%S+G}jci(3PeL{PN4e{^9q`q7oKbhZfy-|9b2`dIE0VMS@NO5_+1
zfs#Q~`tXwA2}T~#IaeAP&9-FXJ0+t^F?15>!|+gJ02WGc<Pz~_BOI^+59LSC1x?r&
ziZDHBnlO@IMcCW&&?6q|7D{iu-+ako72}~#{G^XOE8`2C&9fmeb=fTd+i~*7pP$!u
zn2ufOP`z^h9Yf+*GEj9{d}Gq9o=LHdV*kdm|5Np;`0m@0Q0WNhkIrqk^H0H^oc-?p
zHP&y9haS{N)V&Q7k}EiRt0-ugsfJb<b@em=C4OD1f`RjjszAX(gBz~ye*^xYx6hJJ
z>`wow`Mw<e-Gi?h+~yAwygVC4VKTl2K9IRPn{(p6Uv3B171os6alG<FXvcRg9a+ys
z(C<!uMm{@f`K;g%KtnrE+Z{tW5cyK*tK+x7{U97GqEtbaZ)E|>RK<5+-umRt$2A)h
zpzoWLDBup&Oy8e}b|j^qYY<rw{%Ux66lvaKUwQr5z@5`iZ!{;&&Nt1oLfcxO`X4l{
z%GY6%`48wZ3f-%8se{;C6nHg$WN5wb1vq))Sm)QTv%mSC6MG&DyzwU3{1IPqHP*+o
zrC~2_>p<rIPe*P%@$bFgK!1BzTPja_ICV>$bjQzLN;EeB^w4t2d1r7Rrv3F}_2TGh
z!d^RoCerFdy^bTFVaS4<6ah?x4RT_?ePKHA=*O9jKi+8^bG=Rf2lRmgiFuL~yRUML
z<QxAG?ezwxg8C~&vlzm0We{aEtw*jD0NL>V!0=OXW;d|90IBm<JLw!g+0Ug`Jl@)_
z&5NoXtB90|Ao9l<p*W=<cuejRlyCyV4khrSS8Y(kAiWH*q36dZk{0$V;V^Y+ky&R@
zQ4i+DQ*;09*SqOAAGVk@{-(&#BbRKDiZIy%o44Fb@*D9(ffvas&o)=B<RxLQVKf9k
z2+tLFOYqgPf&__2EK%G&BLh}od2PX`47mQ~eiLPRT?aDc=0{=u{H<hU-QBoP9lr65
zj9ldMKcF)u-*w?Fy)vc5h70EyeA|L8NFO$~wYR5anrwghEB5B>#$fHxcdw^Lo9geD
z4fV0r#w>b_xB-&uFGwQ;!-nNn=}%YM-+!b3OdGms_rBAw_}%{wJMSzewMKpBYX2$D
z|2>KM6qx)0_zZz+jwzPhW~y)B`TA~_dH+vq+Oxe^`YO6>=U)7|v$%u0*gSU1uwMM5
z_do^hbEjP@ygM5cz<AeC$`iLJ9X8%5;B@)F;68v^$@}e!YU<;c)TbKATdx(=t|~&j
z``lAjc`E}ja*^fK|E-DZ?Eh-wdUJ({L2))Sx++V38U7gtl!hA;TB<}$B`SE5gK<Fy
zdcb0SBE`PkTcDUz)MNUMt}BuJmXTioPf&3*6EObX^rUJFpxlL0r^6RV{c%oZBnA;>
zf;iU-<}_4o;%3{O9Ife5&{R>XDDco^#mR*7sR_(LkdlzWMmVTPI5LjI&o&~=ssIGF
zT!=<NA}_I0a{Fq{DNGV1IZnxHKOY9SSH=o*jhoM~#m|U}4HZ!cva7;N=N3pHjIl^T
z0@ho&KADJH>8LCdT7?7Y7;<IC`LINV-Hs`iqpY>PJVF9U=A{=nhi{fJyr!^)#I8u0
z6GpWA0nJn)Fte*%9w5i#N;TBHxK&_`0uo?}NJDo9MH|750!sAk(L|X{xxfxU1(zZb
zd_5RkRAmah!Ubnv^9E|PFnDu}<iC<D(GYAB4@stQc?5b0RYJg-x?}w!!_!F^_k^;#
ze6|=U#Kwm}^89+1Z4CtW`sNe?c!I$qv9TzBD1);IQr*QcTfF^b<&`c$F1|H)$a`>Y
zv>M-M1u!#mGc?C^MwL8*L(8p5L>EvtMiTpLLeUK+G8$^sMU=;BM56BW(mGY5uB<M!
zD1=EIsGA5bWu&;|OYwT@SWIBA(L$hp;M<0p8$$y9K?U5wO;TzIgVS0{_qVyD7veZA
zp3>GO(SVhIFjC-L+L#WZE(jbvupdGK3X2UCO89!1u7{b)MUwM4`jm?7*$8k?yrnzi
zJXiWGV+;}eJ19;{5;w2}!exPyp)1BN6e55?8Y>5rt&zcqvl;rC6o_J!Vh>WgguPkI
zUQ?d+6vYx$Z?>q0As>J<4Qqw+m2P@r%eJe;LAo5vs#}?2p5l9?l=~Z{LX=K4)KBSJ
zPXKZ8#!(yA53+eH_}|6mQ5WBJGYaXtyf+{$CTK305wYZ<q5@w1Ux$GedI`tft&$)S
zVfvww;o7`HlWoo#JWWv??%6At#$>h3@SwUh0GSBn^hzD7C>GM_h;)zpov&imUcp<Q
z>lfqf(#PQLViyft^be>uS~&y4A+o`^9wM$gn<#+cI)QRNR2CtGvTVZZx3(Jv%~jX_
zb)pya$ME0Ves$-aIPxs@#fKiLZ9bn~d#z#H_ME*hB2v%q7&$Y(j)vS~{}SQWc>6#7
zOpyQ1qYUcg!%yC1Wwb5dKc;`UNV;(1#7{T2MvQOk4LI(Z-7}oH`@<%;?XbihaaTcm
z5v?Kbu)U7|iF|yisB-R|=|;moWcJqXnx2WoBvkhHo%?)5ZecK=#_c4SKPZmD{^4wV
zAK^vMZ!_qZB3z0se$?Ua@#`$lKq>*=@Qwt1=63eED<6{CFR~xpyp~DtvBtdQeY72Y
z)%~4s+D{_JsXwwIZFd_xvSlE-5M3C!5ieI%CN`iGBw@wE=npsk0eO7_k6Lpb$-s_c
zWr1^{i3=sM>a(yY2p|%=4FHBio}8q&4u`VRSVhv-Y~G@W99}z8pU^z#1eypXWP3nK
z+a8M==unJ{1BGIYmWw8h35d|-sHg{KTEM_Xze>;7sFXl05bfnm5fYt&L9qgy-UzaL
z8)ccw7Ea;{79yZFIexJs5%1wO4ut<~0bzcQ@KCP_<RaUYR#Y-gYf<;r-cc%NVO(G?
zixeYC;#p?)6)+f5Xs$9T5w00GQ6#RIoE@-_P0b8R3oXFqXOu5xkj(hOdv&Ys>6BYs
zgz#a~z=yeCzr1_%XTPOwu|V0$Ut~)syC3!hli{1%U48DD8?IK7b^q1uqx8(rU(bHU
zD>UHJ^{|7-K@ETH0xE%x)%6!ekXiS>dmxx5w4z4E7I<#n(_mw4zD4{ksoTExY1@8!
zdo1lxQgzL?jvbMZ7=oBv6%`LUtNP{i3FyJUKm6j&+dm|9yia?l@%zIsj)tR~wkgm3
zO{ayq-M<Xmck#j7k0JiNkhoZ%3}zQ7R?1&0w4~2lOD)mOJ8T^fIxjpOZ}=z^mn+!^
z84x|XKT-{EGg**(=8`6V_S^S3=II+p->L6DI#GA~Ts1@Zk>_@-*ewOqcK>?WDb^WJ
zHy^q8h4SFcxuFz9Tjn@%o#h4_n{nm}De3}+B03!7I_MQETb=&vO!xZ_pG1E=*nHr+
zc>c$ro{y7Kmb?G1>GL#gr%66^+ZAx)$|8P_ym?2>ZrM23_ST%p(BomTQPUD6FfyH<
zyD@ZFgj{4XeC9}1y=+UDuE<6%xsLXF=<bWR0(r*cHf;8Aqv{zDwpxN))MBuI_1+dA
z${f3)5FyB(>yG!D!!DMu$$YRm9tDdf2utN`2~Sx}G~taIK55}V+I7OU(upT;uGzs{
z10)9MJx%5)94*r+UKvO-UEpT|=pJRu!yfUmp+II!H~3InfC5@L^x3%VF)PAY$ttoE
z6~12H70~|4QuA#5Jy~TAv1*cr)KYJfS<@b7!M7z!Z;&$)>eQC-0ai-j3ed&tmHdD7
z_4aW|-~0bR2m@`V0&NEliX=?3tsRja#Zc7dyc&a2*S2aqBu;Yk+9f)#Kq_IwYuluu
zcA;HtwWDQTET>=`(2b9FwIU%Qak5H8GeINl`#PW7?f1{`d%J!6)6|<}yxy<p<N0{p
zA2CT9+8CWgUu2u-lA0i(+p$MZ<>jz4&AexZsoc5TF$1HCZilz@soWK1U~0|sE%HJc
zs`VD<LUEKwIKlUkIo>|+n_qZc3C}11*=Db1mLx0|)mD#MESzCwCOTCfRS!VUm0b`H
z@_f1D3+#B6gaH*!l18E|p?vyO!_dP#Dt?_IwubStmqQbDN%hzJR~D#bwW6e^1em~3
zrXI0aR*DOB`WBCA2LnL^2O+M`K`sH$Bjb5>O%nAb<g#Uv=21{G`;Qy>qfV?t1p2$*
zNTE4QrlP2qkZE!}L5&jG9Mird5M&v%l&M{<VXAdFA;bORm4QPu$f7E(2bHb`LkA)&
z$%YRcSuv{l2<iimP#S7DacJTx+`Ml0e~&C60>G;85>rDtYAq%#F<Sb^yq%%|&6YD@
zA*#vDNmj2RDd>bmPgyCdM`IZVMi1mF5+zukE~YFNa8_!9`Jdw@PrVj0?GU!sKG*Tv
z9=x62*0B^lT#oI4GO~gN2rjTa3m4&Q=l~b!C?@g<K2>Xs4v)$g@tP8)9w&AIM-^z<
zV_PbJRr^moADQLKFryW0o(?!<hcp}X;=aVnGx_-gh6y+pL0ISTI_*uX=<vWk-YY4R
z5|r70He8_$g_xXEuLc)_nhXoiGziP!!%EHYCOx}S)~>zd>0IRJsKP~H&AV(MRk?d2
zB2y(0@5$?AdB<&Id9KZf&*J1jYdFIKZG|8TQsSD!zJxrCRf<RE69i_3WV$F`is^?m
zF&UT^N_R?lqc>RU3O!ev2$VxlKasgCbcfoBlQ`%df2&h({3_99YG|Z_<PK<ybQzs#
z&g~00U6i>9Sl|{F5oHI7N~9`4h7!_i1D4{|`9`hGw}_;li<W9`yVp?q{FYyYilvDb
zxD7X1Vrv2XlQkVKwPA$lvi7wE{#IUE?*%FsT{4v_<`C8fr7;V|(JO6)`#5bc1)v5y
zEPy`F=BtE2EEQb_vqoWyQK2XiTMdsG4V1-VqnF`DoQnXn+XnWIdD$e><(+f>EO7hB
zOB}G63&!>BsjB7*mM6UqgaZu+8OvMTXZpMYhXSlc)gz^$$hz5h6<ONCoac1jJBl@S
z4uHQoXa{hK=z-3Ij>raUpQ_%wJYkJKgDAm!0t!Z1IK>%b^ls_Z1M4jw7IQWOo>1f!
znyKdT!Vtill(KjB*0EdZSI=+V##(*tLL9)}Q!b?J5fYpKP4~}lr)Kck`~UXg-rWy)
zb$|P*eP2xr`xf$FCtr(>-T^uN_{i!n$=g#?^;nJgcF~@SpL4zf0j4>}-Qc9w6PH^;
zywJPHqsJ7X?|wPk`RQX$TfzNp_uTKNAcpQJ=ueAI<e$5Od|Z<J_$#>kjeq|%{+KaJ
z7_Q}LvE3QJoOto4!+cJddg#$_Cr*DJKei|6)7@g9UvC}X9t;5;;@ydaz+rE1bP#Y6
z!%7iB<=16)8t{kY2PMkJTl|Oxy$b>=EGSDrrPd_FAP&pDO=-@S=MH=OXa}H=jeZ<G
zXU+>Q;uQsFB-J$_09A3m@<<LD=LCV?G9_JVP}^X}ET93ZU7pP#dLLMIE19Ix3WZ72
z<hqrn&>|w=^b9i=T4=1Pyj<yGXJ)}AW-_dXX0}U~2Pb{ziH=QaWG@h|Gr-#j^I_bK
zVlv?-72=~78NpEIJAf)x=g+A~&*)Qi<|)4o@jx|3Kc7raZn!i4Fs1N$Zewwa6**vo
zl=x#L80I{@Jc;aBs;E;TW<ABGoXNFD=51jpw*VGQ!Y6<+ZwqLxh6^J||J9)TB#d=Q
zr1S9vqg;qE;`3Nm?272Q2E>mI;{Lc!9tQK`a;0?~Wc8QAB4Ya4B;=IdXUjQrrCC5X
zJgWOuWWzo5-grtH%~s-Df@21k0Hznz4)jj5%sB~huliMB$8CK%iA}TdUTw!iTxwa_
zR1V0c=9L$e81p?6>$+yy$Q(Hn`RZstzwo(5x4tAm*6JstY{7_NF1u=moY%d><(-q2
z#V4&DbH(X>{{XB!oPujP2p28VfR(HkpP(gpms<`_hh}BOeQXnB<S;@;C__5K0UhW*
zR78Z!4hs^rjE=-1pVw3C&jS<{Va{$kme@#J$bf)V^$3gCC$vnG|F`tp;X1mFqF)oE
zSx}U*T;@4Z|GFzL0W=9jC6K7w6+Zr6PLycikfy@7!dv-}y%dhK1(y&q0YBz;Xg4~u
z4JUQtCQ!lz-#Qn^TcG9@PzHq6tynR9@}o+Z=OS&v2Z3ZK@GA!yXaTKfHx&?xuL)-O
zMcqv6GhIo?SRvKQO!CLlS{y+!pd*`9QNN{3mWvUYtFF}jdPT{9!K!|pE6XW>V4dK1
zp8;8*4fC1YIqM<^95s<E2pZ^bTJYgj*y>*|#@MlTzf4dfMFMz{w~}Rx<aKz7VX&r9
zwmx>eaNyI$@N@6>y~YmBN*7+p*2#8U*|s|!N<NGdCgOKZ>2~s;e|+t7$Y;;dU+jB@
zg*ozjopgWNYRG%c(-7ENLFw&lUu~HE7)^#gOjCe03NMn6FGdg0;WF)`p?YF0Qj+>>
z{Ovod7i)2aCr${`jsoZT)i;viHE|)0K5_a+&lSmM@9g;5yk!;p;+L+8?^K_L-D}>d
zzaMt-cz9Y*tEDa`@0v09?dNy?$qp+>*FQf|0E>S6o#b4u60Y4#ezWce{`}@QRo)Ly
zyz{eP>o?!k9A}?-cJ@HrE1Ium&1sLxo6kg*J@C`O3(qlk*7`lXZkc-LQgzAgkM{3u
z{o+FFpE2nbx6x1FnUyIX`$Oeh@0_I+`+rOt#1h3gQE<uAU>*ajC7k~J@fUYfpS*oF
z_4);2-vyuWlcyR_D{!0O-R~Z1(gc>>aQyWB{yy>3$IZ!)Kc}&0FIW9i5DR@T7Q6sr
z^`=@hZ2YUh26icAp70WK_|1g+by~wctq|O`@e`z~zv&m5OQ99oK2_ulef;g`8Fv1g
zAHGK|X~Vq6^01IoMrFb+Hy(jSEW~zP&=XjUGr)*SrneNLZkizn0vV{o3>%V6Gaz9C
zIk>Pm<x|c!ML?Ib9W+sv)Lo{^oNewG0hTE!!wPBFl=wv~Qw$Se+Yiq8NP6J7zb7qn
zAuJBQKtpgIb^Zi9IG;>_MuwY;(TPtL$s!4Cf#e?`n=I^~ty)_SVzeK5Z5u)$YQrs%
z7?5Oo8>oA-^bP+6j6nx~Z*cE^R{Ik2?cGKCRZ+VH47gNzz=}M$+#?oz&PDB8WkoS-
zuv>Vb(I9QcFFv>gI?+$Ztb#9IdPRUdg|z>;2HMvxqg@{yIBDIqt8CzZ$X$@u75si7
zdMlBV_9?Rw(?|`76r;Vd_ZX89y%bq($Gev`<5t{Di1FJ0uuZO}RSiF8>BM}z?+p#r
zUjNU*jWy<N#oVO2?yM(1_e#*{MAPVVMD^20_XwZHjC}d6``SO;#MzptjU#z6_Hjil
z%@8cG4L&Vw!_ojzAcKZrUMEx@6ENm%8*m`W1TOHL4%@%>Zs!$6peQ`MiNtg92Df|F
zWK^d`>b&GlVTp!9mAz9x-VpG@3<cgG1eCtgXK_vycNQaoN&h8e+vKu|Vi>5rw$$H-
zcbG;Mp6+Yo6aLXpi!s4I%e3~MVk2x!?pR=0xe+?eZIU)`%Q>RU&MfYsxoq>CO`PV+
z(cI-ZFRd}*ciNC9YFuNm1SM%05U|pckJ}h?^T<XjL_H2%O0&sEUs5r=Y=S_OE6IyK
ziMb=1g!qICz7eXj1hdT@D{X-z)w|(KC;c~W#j4qs0%Fr*#A5nc#0+GyfZ=<m4A<t7
zMF*P0)5L6aJU^$+6m7li2Bn;0Tb&bc7Y%?)6$g`4Ot{6<RmnG{Vitov9cq8G1z8;$
z%<-+xt}{23>G^hod(9_aLwUx$#jm>U95*&1s1`z!p>%Rh3-V5wplB<J`QR)SSJ&GX
z6@p>%blQC4R14hqUTssy8tfp|!3-{}@e)&21RqzNN+BA#j(4CKW3Bb~?S1nR#)PHt
zFqXFLVbf^#A`}eLFCkZK#Af)qeLlR!Hs&0sqYLHKMY8pf1B|$ugi0%kG-QHQsVmnC
z3BI{6A>7I<vz)TFSAiXMKG`<!C57Pvhy55?2?D%5vK@FG6*+*SF~{2MULrahhWtvy
zsitDbWJR)LhM!ZwL(@jvOylm+1My?TI7Z!6MI*}@bFuz@%khv&s4!^)GBIUuf5Gaw
zLHD`YL?hxRAXs8n!jh*Z8Kat0V^<>S<GO$&aiI4bt{t%$)n0~YPl?_w(3CWK`{|PA
zc$+@A#~#cR;0PHsOn?J6Tv<CZXIa(TTb?&q&1GV;&Z6y+C}6>CZ69v2J0z$eT#fOF
zUP6|sY{J;@;F=PA3uU0fF10~2!XVyOut<6d$r73R6K3Y-&o+N|ddTr;+jQC#bEGv~
z6df<$Lw>kzS6u4d%YH|WhNO6HI=cP++`-4UZg1OPPw(p9eCmxaQ||(!%E=UI>M3wl
zV<VFM^Kz-D@Ar3~aGgkXE58~%=Jh12DKX@?%$?6eQ?#qOKUco}bK|4IN54{%dAqjz
zd;U1IB{215!>Q93Lw@AOrlO(S-tK(jkLH|hdGxLAmNoHEchTjmw+tUthOl347=oWV
z+gN1zCL|pao02;4de_$NyH^wvNb#M-<wxgYAl>O7-c7ri#`tLOQ{1`F1M+?uhEO16
zuhhGoU4D&wyF<36q@QlmG~W58|Lod_@3UX~AotbIl<G?tYBv3C_sOJ3s5{@KzJD-|
ze0+yj>LL5{=3h3Je5%tDZhh0%m76L|dgSxV#jpSURYynnuH9R@`de53{gc1J<7?qW
zhl`+{D$0n@^4vnzHr&6yia3F2^9kA>MwyJm600NIhcmo|T%{L$okoNyeAbmOA=pQT
zS}Vo|Dk^)((9wfJB(fkQD?)9<s`N>;zV?&gFgNGO<wmK~q#oZWt>4@ma8fg$n7t4W
zrK_4D^`1-(pCLfNy;er6R%&o9FjQc5MTcG&cn_$2;^?_JnXfCWphECeAVz{xyADeq
zwzJ~WXaO{mX<*Ot@_WMG5B8Rb(I7zC0s6w|06eB$pfag)hlo=6T>6QD6gZ6;DRjW|
zSPnbUBfJS2Own;>Sms>Js86g~gow(3YTLE-Th7PgQ8;vjg6oU{-GMqSij&Wq^SR%-
znrzT|&hz^X6H8PRB$mwitCa8lR4J=-B1fv@hL^fS>Vz}{s$aPV$7!o?w9NP<8qEvw
zmSPjZ2kJfNrNg*TVt_PeWR&h9kq$+7<<ej|xF*T+<yLi4n=;zj>=}J+t&w9o_w9op
zb|1*eTfN1&Gj{wRw+2%#Jiwz<V?>!rtEd~pajhw(mrEz$ZN{?6@W!Y*b8-}2p?yTo
z0QD3?ICxkPwp?1x8~%7T7uR(@`|=~!uW`F$_k9FD-kz~(%=`MKkT*GBoleBQe)7g2
zCHB-GAKd#S0h;=Q#}{pAc50Z58^0suRj;uh>bw0>1D}4b-ue5t*?0W9c3cI`bIFZe
z=eM+~^kT{(eBG&YR~@Lt3Q9o8d#Vtk_26C+xB%RHC+cu`Rd*-d&rj>ajS^o|#(b8&
zuTO$VtZ?Ov2g)Y&a|;|lTgMF_%g}VWh^{Z8PvOVbyLQ~WJM#6kCH)U}*I=#O>%)Kp
zD#E`LcfXQWJI&cMvCm&+;TUs|-~I7u+DEr9)h48-d_I7tJkC}<`$Y^tOjeA)vAy+d
zY;485k}_9zI(&|>luS{!pn1;7wno0Ve~i79ToYYe2od$tnN}mOtZhY6c?C7xG-wXx
zE9=Y<9;%^2EV4+u={66jHb2r`0V+iv=F^-l3NB2JV;jn9C`VXsClWV<xIcka=drc5
z*u@g8y@yVQnrz_YMKaZajCwO4h0kw^9)z!V+=gVuP6`5Z8iJAVgaoLZiZ9j0x;X7R
zzi_#MptnIv#~Tqh_(!)n7#pW6aHfDsuA*~mGt_|`F|$`ZiYcgpLQm0%IexO_G3c~5
zVeQvVz3N<rkV@gb7%+r(;~dzAzy*lQKcE(}z@y=9kud{xOI`*sX}EII#V;k0lP8UD
zFH=--Tb*jM0!343cC}7KhO+#q47FopzjL89CT-N9(pJ{yPB2Q+@DQ$s(oe*|Z7nE>
z9d+Gqj?<BI{R*ifMCAYx#GwQR6JcE;BIXM#>Wv=Zunm=|*fywMr;P=Lw|KCy8xOIN
zx+`Xt<O+5LFYYkg`>X~Y9b|5ZHALue=bZ`AvOb(Cc$hRfmmgFf&!6^P^eHMWQ!T|O
z%_L*+8C*5SFY(p>o4vReqpriXZX@!KZhtF(Zu81?L<?PnFP(Z7hG4U~x^_+YN`Iyt
zYsT0c+}E6R3LZL8bzSJii08TEVI%}k-wDKtUL*pcT>v`=%}tdxM}e{SXl~-IT;}i3
zjQ*}Sslf;<-X*&3!Zr(-5u$lejhVOQqzvK>c)*oQOg*Om#s~jR;3dS%9I|8u23`IZ
zE2F?uKApV4_L6rF;U0?hUXU`^Mq_cG$hdhhRXT1T+PM1?GOqo@9J{P<s3_HxEO5PI
z9H=O~{W-rv+~+}pjkjB)LWq?khRlWNGk%J!#Lq({3JkCdl#(Wx#k3|NPFIE@#C)<c
z>V9&rYNI3)Rd+Tc@rg+Pp44V#M%C*#(x!{LxB9WvcGwG_rz}xT=H|h~XEgVGAzn13
zQ$F^8PZlTFSYWxXc?!j;eU(l$3xdl17b*DxOT44o>Ku&Ba!eC_a$Tor@!JhF$+`iO
z(Pu7!jYwqEzs)HF+t`vi;c`!%W53fbb4bX%vY27%Li(9QXmTcJh%p&lE>#JUP@G;s
zhcV;i6NbWQ$2da2f)1laAMtXNava3jDl3s+b$w{UDFHB|QaU1>s-LvP<TEs$W&}%?
z*icMPBC~{*BlD#YSRijmGRe<?V@b+IB;2{u8_eh=E0vAp(#PQ3cPU)9`kR9~jCIBr
zPIy|r;Hfdhfui|7D{;awk}NA<U+^(yYdz;!((xrY%jqytAxfYX47r~oHk6YQHpry)
z%`h(vA)NUVa!NU!6%Q%RsJf3_?^t)x$rDB&oE;tE!DlR#*hUiT)>4~9(_BoOhL4Rj
zObtyIwTGNDj(p_%A$fP|g*Pw$>&_<S_D5&qAc1>sc`LSrZ@KX5U$6EW{@VWbaoHZA
z4_WU)e)7x>`daY`r1ezD^E*jxjq*K74CAYL4ZZ%|J9>=g$13;zb`F9=rzj5ZhCUbP
zQexgM75RH2seZ1C+2im2bQrdGJN)L&uMb^1|K+W7*+g<`8s)FFjT6Km^w(H8Wbe+C
z-QD8T>B)~jIgU<gO>R!P%pckl`3a4v>R7#pulwNcRnRzIWBIY8>BWxlP{Ri`nc>s1
zDTujBVA(A_h2SmlBZG@L?M|#*9$E_FQkT2Y8NP!}(I>q`Lx5wNZQdwKRyN$Lun$f>
zrjufvE$$_%G%~a}(mc(pXkr3mic9HIiPg6x0sZQ^PKaPx;^LYMrt(2~kb9ZwRw0l0
z{uM5U&jE^deXIl*g{4dfmqaqe61Z1n+XCZ4oCl5hG)|URk>3_d?N5f_)aJxPp~YC4
z3bpE0Zvjv5_*sa~Z0*s@ER};%60%ag@dFs;j2n$xPJ6CM9W+I}GvK5b4p)z@bF4^a
z7=brpsZl#D`NdL24h4?`$}e$=qc5ShC>&_oym!m+=P9%r&LJ!@xsmL>_LT1+LfTJi
z7=hLWQXwh`+TrC~gc@OH&yFQd|C&f;-1t?gEtUXoS{x0?|2t}*z!tryMiL5RmJ^HS
z)EFalU;(}uM4|^c9*#G)xMw1q(aW-&q=%VMOuNc1gC3E2kn`)7{X-JVj4Y>SHmGpq
z=3K1uVOzk;$TAi0QQ$kwuHbl<L2Q(fDp10B{h(e+8LBB@EA#2@U>ep2f}Eb@hPi~y
ztm=cLVPBrIL>Ln{@chbimya3KS1Q|Rw;UW|COyo9E+m$z@L2gvNXFN_W3BvQ2xpq#
ztJjsroI_Rb7<sU~P*Gh0QwIx_Wb3dwUsRJ&-W=6f8p~;zj>33kLDiNYi>a>wU2Pr5
z981Qn;H2bvdg-!b#ZV?5q%1@&9=i|s?Gpfb9&kHoVmNGdIygS7c*YAq*RcX#-ykh4
z0*xR=FE>U+lKI{xZGPms{$=EU+jag{kxN&&oc2Mw-i1<T;tYrMpkdHy$99+rTh6k^
z1E1KeMBIui&L7EKCy_kjZ1!Fn!V`xS50}WJ>x-YsFw9T|*4W`QgP3C_K6SMqm1+R-
zBCzu1lPn*DnqLv$v5-568Yzf?aYI?2O8HbxwL;+lGGI>SHTlCz>!_Yr=E7=cf)A!-
zR!4~yiEYGoUE&&Hi;orSFdQ6|D4-VdQbzQ(`NV1VZR~ixOY0LAxI|Jy%t^LUqaq|F
zloHeBo+GGBZ18;l02Q+8KTM*+Wi9L>!0F9I4i9G^ba`#qd*$ut)}?yi9?UFtp*wn9
z*`iPqJ7+sRDp>59-AWABzM(gamW3gVBzx1G&@=Fm9iQKRt^fmov|tgLOySM5^$b;1
z$VYGH0?*M`jCWHl!HH?y<6*OLX#ea_lMX257#KV*>c7Qr+5h@0Yw_N14B$CRPQ7r4
z!#<F3AS-$Mo`6GyH2>^{4gjHw*ClRr5jWI2neZh<J6T*4%3W_jxk5fWoqcz^+^5I#
zq4zI}9h*`N1%6)evvIA8E*)!Ip=9Qr_kRBK?rPWvzg%41cA>T5`@+nNzsr(R;!<l<
ze+Wq@H=GymEHVfN_qDHX+iuKkS?veRr?|(pxIH1e)fni<&(q=T8&_5k&1X*ia3!P3
z)E#``=kD9v+#!z(DHk;T<i@=nV<dv0P_(&l+3yDRHrBVk?^31UcEp#|)E}{Fca&{E
za{q>#pgvB#GZDhs<8wqQ^qQ~)(nuKmymxtKzKQ6>C#_=sLESrE_&x5zL3LZ|rUSWg
z+&0SNWSn?wjQZ;<{uzI(^!;*hH8LgUA3y#p^_RAk^s!b@jl)Ajj{o%Lp_7e}Nh7;Z
zVW!@m{JKbUGV0Mj8iezN=3X8>XwnECE<zRl$)K*GT^1j=Kq7tXHogDg;(t=kbFZ;t
zj$NoZklFRx=LH_qZ)|(KRV{=P1J<+-R10}Zzq(l>b-^&b9c1LrquUHLs>@OLtF8@=
zP};TGk>K9lb^ZIm=cf*BtbohG>b248QUCo08eYWU0TAGtFM^X@_R0VENsoL1j_A_=
zTRl2u4cs_BlkHl;AAm4GG_AZ#j@$Sc5?K6mOfs5}j(5yZm}5Rk_TF_(we#(jv>12l
zKQ$$iJNJ^sP9!s!hO8?9N)4z>t2>9ci<uGkoBlO7XmZ11*1vkv@OFdgpa0o-@cl+(
zAuHd8F^t>94TBSyNdLEI$X*bZ!#xa%I*ft9429JH!rb^H>+Q9Nq$)V1`Usad0mKOS
zIJkR$^Sn0|S&;zXw{41cVG9keGcUhBw@A$4_a*SEv;*xH32T<~r2e)WKoA&<g}p^#
z6}*69*l3yPxzCm^LA|xCO{s+E6avSX@E_w(GmxV#63S0`?k@3GF&&GUO?Ii^ljbVT
zLGMZ_&Yb~Oo8>wjHoZCh{E?P=3#mF%!d!O`#%2ac#>M?X5!y<jf>%>HdEI2wuhoq=
zn1ud`qegbL4mOhk%3-n1h@16uI9+~IGb=tHb$mX_5Zwi;W-Oqn5Tz_gFtm*D2iVs~
z4As?$@=1&4fzstc`KbaRUQ*>#Mo&9-Ba>}rVNe5znUV!^m9l>MIn1A=mm3{^K*R!N
z(xP74bviaCZw>aW$v`OrwWJ0<UCmxb!YVH#r;(5a-)tte$ztL)GH)c~78wcE*Qy;#
z6~#Toa4b=o5svoO^M&>87H~&y$Wc)ObCt8(=(d41POhuOk6%%6jFrC_EsVBKkSecP
zYY}Wg%zX@Luz^HGAz|P;L<$Zc$C%Y1+Tq=pl@zctT{#O%wv~iseSk`_)_(0Jq(t8|
z?A#QkV9C`vf(}#Z6o8208-kJ-GD{(W%*4tG{o@9Pw));slhmM86R;khu7EBHUE`y#
zcjb5Z)m_e9<QVI80F_RTZ%#j37_b7P5htJ0ApD93<Pk5Yk}SfCd!F)87V1L>G1(UF
zP>o4sGMO_pJhp_%#WDqCK9#(#^8;x>h=a(71&-VfV&23~c{@bCfg_2-o}sY;=Z-`;
z+N890$JDgXtxQiLG+?;HqAl)`;G}roragg!e!&r){ZO!&x=~UH0Z0a!7>;S5=Qc1F
zk>1dNPo@P}u=6cfEf6zR-~L&z`n2-G`>Z!UxZTxt=fex+zU#%?A-p?fd!Aix-f}we
zlU>k#pR8CrsyBW3+Ryhs5&V?bEd6=l^|*b~t!MXd-2V4P4|J=j>6Q2~zvFKmX<x~>
zedqO^U-geg@9PfUzTKGQGhD#pxD2rXy_Q7j`f4@gKklsld)cS1+&cT+(asON0`I=1
zDqG!bJghq$5-%3E1_9JC8UF2OU3dEKZYl_Mmrn$Dv~Fk0Nq4J@j@8tr@E;$JJ*M*7
zXILI4ovK*6_cPsjcxuy!pF3RdWpw@HPRGD^TTXnDdH(CGKIf{MVBLKw@7K57I?^h7
zbAR?{(&3pW_NzgsdzGoeH1?Qx*q9d@pDa%`A0Djge%6IXw;s7|%=_o}UtGPrclf~J
z>Li#~ZtojA-jP0fH=Fz;yz<lcKT5ru{!>}BP;ZC8`e!zR!&p}7HlDWgciYN%2rF<w
zm*Iurf>y49<C(cp@6NS}n8D23t+E#Pb^pLAy*0oQS$9o76W466JI15S#ESg6j_ZX{
zUw7~L)!d==Kv3)YnM-gCw7qr#R33~Ngc(T_6A!bB;2lb}-6dTpKs?ZTH#LS;7tTpm
zjIw0u!;~_Q;D|{O0*T3;htfvqNCTk)w0NPc!^(+=JRAx$FHk5NQ$|dq@TnfEslr0=
z#FsJSK(5Fpo(TuLrxjD_iZVgJMAhfYDKnL_-0Rbbr-j0p$`P=as(*c@$JCeb60+On
zUV-ac06Yv0?u38LdIeD#od;!qn<>{>4%UP(k0>j9RVcTzl$kip-8`_O4hv(?c){7E
zQgmVsZ#A@=3Uj)z@f@NJ7&msRZ?5xCQ-5_b3MS6G<&(u)r^9e~L2#6i&5&vTXxGYX
zqUP3?K}5PH+~LYa;oWD7;yeCUsbYek#8}k{2UOzZrxDFjKy_A+Gv@5q0T(?=)&!T?
zDZ_4^^=L?`$ZZhSkof^ChQ6g=SCCaV3Jq)LV3-*wamt5Joe7P?AmBi0eSrp=bgx<=
z56bXa9+?OJNxq#D96?uX7NH>$)QB;1qTX~aqtHtB&2~Oq6Ai<#65u{KIC9@`G>8Hl
ztXm3>$?soYOuu+cdm%6U4dL~UOCe!4(vN$xlkdO(<ux{F(CzV%y>he*ssWhEkFOp@
zoh$4&7I>Ts2|V&g+D~4qfB($Po(jwGek=1_9Sjee6}1)0_LBkyD2G+w4g9+O&dBxp
zu$3=1?V8@#IGY|bdm(Z%PK_e2QY3!R<tO&3QB#U;)kkvi>d`wlUb(m1>yt;E4?o<Q
z+5Bm)S1mp%(0=Kh*DEQxUg&}{hETvbU%eHcFC<}cI7?o(yTUNj9<YRH4?XhH8==1+
z*%f;}m-u`;{`rNCuJOn3$G(O?>U!_SgXSL%`%ZNKRDg{6iFotQ_~T8x^HPsTiXZn^
zU3k1NowHkr@)p)YEaO#iOWoNdrgvEoSJFrZv>ZynT5-#eiJ;WxxwOTm-r4?NOrPXd
zrvIUPyZu@6qmLWAWUus}Oh10=-OtJ3q1AR;*GV-eKC%-8#2jMb<5q7BV?K^p*~1P?
zNf6Y{mnH_BK@<eBAYt6iQX{90atzqAyEfci648)x;vtu(P7X#y&&LC*Y=7Lt6oi!m
ziB+&maE4GCZW*Ga4!WdpKd23E&c{pa*C(XP4vlZ|LS;jBkKemy7wCAWtlKE162Nh(
zU&hF|vPvttbh^BtOGNkZ87m?gAVBYpliIJ-C5j}O*NUZ@Q8jx&W_bqZWH)n@T!dS|
zLega;w$CX6!1QTUhqgx^g*7TE6Am=6u<3Q}fB=wh$l;-o|K+`w`oHZyQ|X#(8I)r&
zGQ!xVR<|X08Mow<KopzV@dR(ns$DLw*W1M-`kKw>JiJ?s<xVMW1kih6G+HlaIHNi?
z$U75bWC1iQ)4HnjpYUVeh7ew$ToPHXUO5vKOVBF_Fh8Dp(MvToV9bS`Eiq5CQ1B*^
zneFXYkZ2pcpW;R0`EfJbHS2P+CEy4z3Xf@{6oNP!Va{r@jrjr093wMd6gZqalXM+5
zG(lM?c6ZDcdlYr3!M`vxrpq2PkOy9ik(cN1i?R*O#QXLq7`M(81{_nCwjq2gB`QB+
zYup3{72rS@*IR~jMPa~Gg4OAqK@3d&O_OS(rQU-V4Vpf2GFOKcXcRS3{K%&O1c)So
zEDoa}7viKlX<|uWncW3i469avBiZ6tf`U~URCsT0DSjL?$JbcVbShPrJZ=~^C$4aw
zkZLkn)o*V^z!#talTl0EhzcLACZ6+jnv?GjW0nih5omH7GjrV@g<V-7l?szq>~k#7
zhaQ5a-o*+Ja#9j?B(X{Oc?$CaK3^n)jCW?kxSS!8e}H8mT>{s*=8=aQ?!-mmun-n(
zgaXNTtmwu1CCe&_aTL~qBxwBviVS+HP{53z4Q8;T0xPfS3Iv_e=hRJob_HKKO|SlW
z#<QitFcPQj=|DN**8a?@b2Gk0l>Xm#S8E~~f`g;{>y+a<bgn}aUrl6i<LA9$q4b!v
z*&?RFGtw^VG)_Y4od@Nn3A#rRt$xdyGPwyGiH0_{wM~aJ7E5D3RpMby%$QHqo>Mhg
zYV?)1ahc5!xlp2Cx)xW%H;okAhz_whU@cV+)8$q8F4-7?WY@*qnPd>CTj^Lq6u^aB
zRTCZ&ZrWV?z;3@_hJai5Lgz1%y2Dpoxtr2yB$Y#*Qi3m=X1|2=?M{znr*k1;AGUd6
zTkaG(g_K`#?Q_*ZSwvtKTkuB13orKtD^`skEcOz6ey^Q7ks81AxzE37u<oOtd6}1P
zbpKWvcp>GtzWUDh>W_YSyz0c4Kc0A-dDV}(SK+%mYzylwD4mQ;dX<w*e#h(H-v@U8
z>^!i0?2q-sf4}n}>|pH9i%0LAPy8tD2jZK+!1O5P&d_gH=g(|Qx%d^k@(YOZK!OV1
zd?K@H`{O;(d{uq@cN5PQu=J9KYD_P+AMwC4!Y7SGmI*sI9vn792!waKB~03|TINd!
z(1vy~&XD0-*nblh@H7g5A|NmZU*ERiC9*{_<J%|NSC|G&FE*%{q#;_*Kkts>PEw|%
z%8BNx`!4B2Tuhl-D_`*O$tV|@#JJ${j+KCw=xZgD|BW#zxMBn=L*PfX%Rt|jZ<zwj
zA=SMN#h6BaXDF?6^pO!I5+<yfL!;!AY`v@|@n9#leK352(j&7EMXD3al<-n;#ubH<
z2;A~ylsR6G)wd8Aynu^F$tTOTy(*I!$t@^Gcr7NnH`tm|8rs`BFwD&q4V0k;0Iywj
zvoWp#)f3FT6$_*EhGX$_3G0;L>Ref6j~8nm+SnAF$!Z4CqD7+0Ox8ZHon}8xbn=l$
zw;?!#odt0Qy}51C*RWOTDsN;-gMrftLt!YRFk%~mGLl#UVI`9W97z;m;&hZ))K*gr
zNooO)&D4fqF9si}FZZlp6B#?8ww^X;$Ng!d2etFy*hYv{<z8u;b3qrXZepfm%B14a
zMW_t3h}@J;bO!#|mH5$U={Sg6iaLTM(#JN@s6Njt2om7Jk(U|_G(>_K)`peUWPt_#
ze+)uy1|KCWlcVa6AzOf)StAh5BC;ZY1v(bMPJ=-|gRwE%l4}{!+n&o+9+h($0-?`X
z)Rc)Lo|qaUfr_(^2U8#?Twc<^n3F5*Lvq8jwvU@cq{zwpG!cYNIY^*~3zK!_S;;FV
zaHfwj{P@77q}?O;t8%$d(^D0G0Qibw;EaKzdFuG@XJc4X;^AD0qO$);v3@*y^t&}u
zb)kh)YanhOhjT_Bv($p%aDdH}O66lxL`KRmtOeCOQLo{n{Gi%~dw2<0XMG%@eOz=g
zKYG&OOW{c?%}T(^^$Vr8;N%)MFEX{!4z|$bWaQM4txmWQzocvlm}|JpqrxZ2iFs=e
zE6*n8k3g1?)6{0RFT6SCilQ9Y8DhpOFLy@;>TPyZ=qA=8f7FOR(#)|Vfv<70&{QoL
zD2TS0!eSXfnVB!yZ&pPj-DwiroEt<6DLF7$HVy~J%Bp2asOwGy-$@VbgL;J_74_Z<
zi7bcKE|kmSVIw6S-r6=uEP*P*v>2yW04SfcvQ#MJ%Eco|D(%5B+kACuvAhXZA&YM_
z2<2hr9>t-)eUlqW?Gg#RvnVT5UK1Y|7B7=BYPbr}4piBX3oGo2DKm}cZ4tqpvNjWC
zidCK{38iNxK5@YY73+b+IRZE)rc0NTKm*NO2^;DQDagWMbX1c<o%EFJFH;f4aH%mP
z7M=u7;+7#8BR?vNP3CJDIZz?QuiOJv1!8qs387Iq&;pNZ`K9$(5P!6KIIDQ%CWC){
zTEGOq-4W!W>8clR#iFDX_=FRZ>_O8jYq(g_!I*pxnmp3*0$$Ml>5hSK>$-3Jxj9W%
z^Lg%6+S{22HR+pPBgQwrh9_9~_lJ%qrrr9_{n6I1o{4wsQy-<DdG_1w<Cl{=&a9s1
za`N7>%Boj1R64#K=0WW*Wq@O~Wu&MmYJqde2>oCD)TWOv{QdAZXDbu@^G<z_X7+6v
zoW6BZj(CHNdwwjGE6gfzP1asD{_>zZ@cTcuz4lsI(_cFh&x8L;+ND2Jp5M9E2x7pN
z-TU)Ddh>nJZ<_}G-n`}PH^1C3Nb2ZsO<}DIFSOC3a`6$N+kO=1ev041!3Ks3ftIC2
zUp#)r_~X~N!e1d()BR8ykrCPf`MVWrI#<0pWZz@^*|!}T-RWuHXCG<!;oSGwp!B!{
zyY7?8=WEdt<ePL$&;R8lid-{XO7HW})^vV;^XS&({a?gEKL1y05>bWhq22cXYX7_4
z+ivcQ_DtD*Bs-Vcx|R4wNJ{QIqL7qWXh;$S{PFal-!be%VgHf=XVSjWf89Xt_U(wG
zUi$y}jT-(}G5W%r<2v(1s^&fa;P6KA=;QL`OH-u{+0uYoBgQhQcifMfKeAGLVtgj@
z`=7Oqq_hXnNJrh^-P4)U@z6r)q}!EAS&Y#9&o?h2Z)jdZ{sQmJ-_IQ=`|8-+<+7ce
z_rVX)=byGB?HoxEz%^_rUdZtAT7)7>Ciy6g9D!J_J0o6Q3P(po8gb%<n9sHblL`_{
zBNa-WgzSrj-23C3HiO-m*s_qx$Bs8ADPTdNnQ=1BTp;ba-5M2hk6boG(mA88tH4Pz
zO|ip$7sH4P6aakalQr3;oeyC!9K%MHE%7uP_u)+z9m~471s)lolTh+B(Z7yXX?r7y
z?BHOcORJX!@`lG+v1Id6Us!N_sVs}isOue*<>Tl!sz+AE##t5)KCG?CrBu@m%!-MI
zZE=m^q<l052i}UCuS}<(E$(ry1V!m`>rT4RUi;_FbuVCyhEmY0NA&WiMjHB*MvW<_
zAtqb$F)I34%y$LRO46kMK}wV^%iC&;*{zyJ@NziNnM_$ucoPi19&^gYt92#BuFNF%
z8$hjYX&T&;-QM34DOIr%YF5*OltLt_DC@Q8Yi5nXEwqoxapVbDbbl}(Kd#x;t1obw
zeO=B;4mbMOS$d)};3Y&+GF4L{(5WxP!^DAI@e5Rf7E!^!Vwjk6aoPgh!xl+#!@yse
za~<>Ke7JQAh0!}nIhnd#7thrDFvSO`kqy?E-zUQjVh>JXb2+DiS4i}O=L$(jDw=v4
z*~QPR!St8MEm=%f8B``7Uaf1|ltwaXg@v$EeKJ|lW`HAc4v0XJPr)+yi=|ZR2uTmg
z3RjGG7$l6P-sT8hC%n=+AR0XckYM9FwnYypwy;8+8$vn43+!#*IMYc;<OLelN-@05
zP^L~c4JjtqK6;fb2{=a4HB#&iFik;sl=fgGw%zQit`guo2%wRDXdy{tsxtVy_%#q9
z?NO-^XA_=fMQO6T`u=TwbA9?haKpah9o@TaDL3K$n~Hw_WTTf`o9>&kGv(L4cUB&z
zpU8jzLlfcs$-}qzqpv*v!*5r6QvKQN)YM&yn6U#}lX4Dk>;B@{AHQz<>(QZ*AG*6g
z_wM=a>(pBi6nazZ>GbX$<rn^QA?1@dQpnA$xpxdZPJOrg*blpQ;or^n1a2L4Yj+3)
z-c5Rht?SofU;p<Xll%7mlsgn-?S|&3)8!xRJizMS0o$rgXI>!P&iP8a@0*&6%nxMQ
zQyr%)=c+nGyZ3(4zVDBw7)s*JJw>U|kkI{IDYdr-lr^93t~r)?XZP2}N3V>grF{5d
z`rbR&KHU3wrt;6%=$7V`<1e;SLtEbfheuM%?#9MOG%;nL@$i3ku6$Fd-O^3B9J%!6
zzT<bUUW#w--qvxN)yz)P?c$I2s!KaID%=wj+LI99oljl8De;s1Ly`qVeA$X|vrzl$
zG>@)wwx2Gh3`#Vm)W%qdcm0Ev`ZeY<0kVm)af}@mpAbhO*F6m_e&;My%@xL1wP9O^
zOHF-CXR|1gwtjV1NwiE*A0&%UEJTjV%r7C*W}eVfr)t6J0bYP~2;2}QxCYcTA{-xY
zaTj->?#J2!bIt1}yuJO*E3za-yE$?65!$z!m>d;-jWZ3etaXo64yLwFs3#bi4Mgai
z6YX6V8cXJ3XvVy#xpwJdXbA(;>*DFh(b3Dj(PtSDou*2!<z{X^_TUT>)N@YMEmd==
zm`IHkWL+`<ShD_huK`~<`k#O+_I@j1n1sv4Dog(P$@pYYT}CX?FqXRCp7E4UmByT$
znr8cWf9EZZ3=vCPI&(Pv57g2l89qfUoZ_d^{NYCUx<3^w#W6`iT%LzdbQd<%qczt)
zTDQW;5y)KFMLyX+G9!SM8v1Di2$q$YY(Ju5B#kddERYM%0vo@=5}MeiS}d7dPpwHP
zXm>RhmCys6Ol`HdcbWF!b0<i2CWo=tk;1wwegaw~2@7)BE>ANV0>Jo{qii==?}8y8
zzIh&sx4^T!IFG})nd?Qs2alBn-lI9N)BGbmE-f&>H#9-*X}68On$sjx3#71OcU!ue
zlkFeEGW&1*sx8IRU;_&o^h9+dvSP|Ohm8z47F_aht+QCK#w}7t^Mk2=WrUld5%u5{
zK|>(gzqXwAE}4=yvscixz9g)wt;W*{uH%XlR8XR5k)A=t^wT7y=#|kz$}mro3`3A$
zj!9)nBRh5mcuM01Q^U;w=b+7P$YAkh-(CMPFZ`cx^aZw^+WyK{dE1_KZTqeDH}!??
z%trL4E!EPi*xedx6CTQ(jY+0Pn={Bu><3*<lF4w1tV!OnE{+QMOq6$8brD49w^ekL
zE}h%7?_$>{xK!5hvoX%oJ5LmUe%Pn0?%?@%4j)$he7f`J{+Z_VPj|gBkD>eala=t_
z&$q@t-ik&SezEVz6O@~2Nl*2aSDx*h{w94(*vZ%j<m$h(y1CC96Y<roC+VO1XFVv)
zzx}h|QTBY}`~TeJb^j3Sy8|Keu@id~eOsf-H1^H!b|ltruGHUKJ#>lMU!J)@X7K_h
zZ#(5p(5ZfIDOy0u;N%y>ah9*X*t|Kpz~_(Y=i8q6-aSh^`(1ZY5hQT_2_+zj6Sr}j
z+uVD$JvVn}|A7FXcLwmgH*MOQ^wF-7Q^YY5`Zc7HK!zi01ylRd@e}AQE)J!bFkl8J
zJ+VSaLbMXwa8ILGctd3cZ{{?N=DU-WfjQ-_JoW=shq6p_y9eV?xA=dst@BO^Ae%;Y
z-dW(Xgr&?v+vq?koTIn(_6Fu@aVpiaWXUItzTbZ~Hk45&rOMiX4;l{w`C()yVUCU9
z7a<sqsVZ-Yv}I`Hg}(<NsoA1JR5&=ya?nuR#sJ>XTIwAjvywI3SYY0M+W?Yq(R0cP
z>T{j@8paq<3m51_Mx}kkI$GHiwKOmu8dMSQiPg{H+zcO_SV9?^EGA7E^KAp0c1O50
z>N3#LgAHY<j7>_8_$4HBz5Q1aDv~%S6t#5H9Bul#TDSEGd_0m=7}$%$kudeQ`@!<a
zIRlqfAIqrJ=pS;EI{TWb`WzAg+0<i3B#UPf+@pKyWaV0Y5G^=?eFG|@fRO|Svf!cR
zc?rP1GFnr_Rk=!PD?rHEq=6a=!CRpBEhnsi+cDSBKZi9!#fo}AqOu)8A&ZJ5O<JiE
z2+|s^N)KV>m4J_Oz4=vGEF#OteP;AAcdD?3B3!^2dYw3ZqNtCX=baKWJx!z76hZ{o
zLXFmNHl<0W^`MGu4I{5#)7<hjKT=>UyiRLNb1cTMq{DX*ovC3%S{Mst&Fum2JWsOQ
zydLeg<R3&`KJKj$Obe*(uK5JAML7k9_~I6+a=aIwQ>@2;l|4662s}9xPPpb~Z~~<!
z(;fuq+mrY4{<^&Qb}(3yo$fOMYMV#7)Mh$Xl;PEkST||y@JtPZfC>p>8>&X15GtJy
zZNcni_`0}ZX`^tgl^a(-hFAjkoEHs>M4tq$ZlUtmYfTLl9R#Ix(wCouRiT|WP_;!f
z7BLA<1xm4bW9W?(gfGu%BhmWH<@SN1SYO%<1ivV-k3IrAU%R>Pbg`9&2RJKd4HAxN
zjBW3wL$pt*u!BH0+hH|%WRW`$5%d&HGo%(vTdeG#R0_x%vJLh*+*;=0+quZ}JkB$!
z!*(XO&-vWq*g%Mf^eieQK`9F4wHZ6+CK&?vL1-hgN()y$uYAhmW+hQksvbBPul31#
zUbfMOZBgIFe)|4GkI7|O?EAgwJSXiZPgZmIaWAqzX6$&??Y)$LTzz=@^%Du30xp(P
zyz*Udb<GEq)}S6hLMD&HRfZGw4$Ti&PyLwr#y?;E@=x2sNystrA+ObR#k*fU5_Wd2
z4tdhw+<kGtaN(W*$g=}dK6umTkG;&+`hoUcJ3Btc{NdO5U1PE*C+Us&*8)&wzufuk
z%Z{JVH{DIa@qfDTR+yJ(c4U(1jTEBKx!12+&M#XTMkHrAH0rw5biIB1%#&}+zC8TL
zCGFnJ1Fv5_eCf+Q$9Kf9zP9cBZ_?=0WX1deuGd2KfmjuzIw)!7SXIYzFJ0vaQ5p(+
z1IOcRgN@|zFwcMnMGje5LSBB{id`0s_%3qe3|JT<Ts3lg#F~v9s6gQp=B5gMD>jrl
zgT1u|g7uID0Ypx*e7dm1V66b&^VZMzs{<<}jD$G_XGp)aB+zr4gm76NvfgFKT&Exy
zEVWG3zcM=HYF~SoiY#j|JyU9;L91g*3@dZ4%oLc7PjYs^UYt&BLPd|P$#gm1r-%)G
zd9)$76YjJPFX=QKUSz#CC*YXr;M`I-Nvszv7LQa2WA@bRA6jklNtW5$3g|!Om{2c9
z^^$fb2;%lqHiozO`<3TYDn}cqixqaTUhyW}G~g!_t_N)Vn+H};?*}IowoUUvr_u;z
z#DIOMh}R^0sW-cYK~Pws#s6LAiU%(^ZYI-e$REhtayqCeiEg(}mb6TJb(}E>b2qRI
zXIpdwmqv@64f2^0Z0xUGalhCFz9qx0q#&w4G3EZ5LZMkPZIL3}B3THX$s#Yg+I755
zfd?Ze`K4h6>=zgsCepr`SbeWA*IbZ8>+$d{HI^@ws59dUTTZhR?o+YB$#ohMxIL&;
z4;w&{a)MxD#b%%Pp~o(U`cPo#0xF&`8=<q-_=+5kY1#<cKH4<a3Ny+nuv|@O35>3&
zvL0m;{U;(J>PpchH^J4Uf;4*PB<LFx9xS&n+nVW62EpJ|G$QVkfm_Se=hw~DkjM?R
zHe=gld8rig{<3X`>}lfqgoVPJ>eMxSC7I>oGz?cBi<|Y2kFS4l)|0^L_tJ!whs3H@
zhE;I62gSy`5hD++9A3w(o4o>Dz%R3f?;g%5HmLLA{*ABSk0j2<YAeiA*l>B`rZfjx
zI%(|_x$F`tMDZt98On<7m>1|At~u|_CEq{EJ~RAmjkP~kZW4+ehSi24;6`LYhm@(E
zf0fkVpA3c?o;8hRN?0v+8CPpuq<SRQFVTy8RQd)yHZ*~uEv$FJaJmFDbh_Lxp`ucq
z>>m=hu}nqDU;~vCNOF@+H6($1+NpyLhUgU&@4A8wN|>1mSx7?}q7*8Mgm9brkpVJm
zbpL<N<yjOe6->N_3g=3|ns?`7W7MR1E_P}#`s}+Ba{c{Ih_|GvhaJNKk4Pq56D%Nu
zJUpa2Duhh~hmO6oN84hPy+)i%U|!PI#5CF>8JRhyz6a-80<M8FAcT)#3K9mLspilS
zTR@;zui4a^$sd|zQ~JkZl02C5V7iyhP8t}*&6JPJn!@OrE>*P9J@1JMI2&Q|54z;y
zvN+X&xtbRtam%og8E;l=P4aXFr_|go^O>8I1XTh|n<XQi9wW!LNmZddr+a`@+bg0B
zP06R8D4?T&yNrg~gP<gG<&jx<4n*6eq9G&47pnh784l2JH5`cNIHdZRcP^FQNjKxb
zlsp~h4rXL#AVA133L99uk(I&A;S=a-RvfOaO_y0dOBwZRlLnKU`WlO+0mnE)kXgtq
zX{gB$KDS8r-*EZ72uWCzl{6`m9CePxhz{+en1=?Ve=-%>A5ZYa*rh=U+(3r4YF&>t
z!zRi3eQX!UG{QF=-Tox!SK}q0uUkR#j(q$b&i+?TYt!lE33SRqZqB8KfFJ(6GP(EZ
zli0g-zwfs{`|P_5`_i^<&Da0+>F%VkUAw-E1y+$3EvDbz6L=EMBTg0ewT#Ry8$L^q
zh`RLWh3Ca5-zl72zuj-o`zPV9+G8gv2<o054P1qOI`LO{+l9j>B5Z7?E)ZPGJ<DFa
I`SSk%0nTBm+yDRo

literal 0
HcmV?d00001

diff --git a/docs/source/_static/workspace_analyzer/plane_workspace2.jpg b/docs/source/_static/workspace_analyzer/plane_workspace2.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b3165db2d764abd7cfde1cce3a9fcbd8c80f5d61
GIT binary patch
literal 494331
zcmeFYc|4T+`#(OC7A?e3AyUL(C?Uy`k(im7F^gr!lB5g`DN~Ux8A@52W{`awX2_Dp
zl0+$#-OQjvC1gLHtS2VR?^fq@-simEpWp9~&mX_<_wjh&9%f$dx#zyG*R?#K*LA&K
zR^P6E1c@U~!cT&Pgg_u6;0LriDD)O?X6Ay%piaV1ng96UH3&G?9|VEO-hP)b7O=hc
z4uriMKmPc}+GnnAmoKip{|^Un-`~5}?hXR+p#Q@)|8J)^pLM_N23#-&{3=}n9u5c#
z2FBp?KgOzS<1;_ThHK-iei!|KYtU=sOE`=fFg^>6RnPy+_{_hI-7a2QyZ$b4jUo90
zW$jsO$C|`j-M#Tx;C&PDD+js^!hkG5u(kOEe*=e476_z24+06t{dMll0}!Z!3Igrw
z{p*}k1_&e;4g!_8|8?#!om_Oi<of+~>w(vG=gxsZGkGA;HU|($vI7JXC4T=5c=;b>
z+Y5Xo2gv0E{G10}0J($qg5V%;kQ+!77-@qJf)0W7R{KC^fI0tn$J$N)cXt53z4{!q
zW7B$<^#;O1`#|e<2np{HT73ml0A?;EvUc-7XA2TqC%j%{!^TaUw}=84ToMNf2@9`V
zzkdBXkqw(fg@ho$=R4Lb9uhGHZIH0pDCz3E3B2#dz0A#0`?ViQ?}pjG=u|q4N$eSz
zn%=3bcjU~aD+y&?yAJ5+nyHwd#8Sd&c(-#|oVpV@TR$p;S^BtKRQ0I)wa5yth27<=
zH|uABXUeaM^IfXHgxa)jO(@~bYcjd)0EApGEV6!s@aC<Xh1adyBD8J?NO--X$RX1W
zHm<%?5`a9CV5vthIydec*d)DQTMtWPOdr;T;cYKbu5ikDd?g*snah6k(#OgN!pu&X
zpJnbmf^)BPyLrEyyV?udDl7!3NO%Xx1T@<|_Ig=*MK$<dnr}BnY0`V){M5JCGKIzo
zgDO!`JW2M1lwfciGOx1`H1Jyjde}(1piPWa=BL|RlkL0;nsA15b&X8yyGUgL@6BMt
z&#nu~KGm**Hh!BsJyUZNo^yHQ&6MfEE6h_d35$<Yt1nJpMfS`~!Hvo8TGXZffksGq
zrJ|9+RSmR`1U;_b1;ZHg>D)8md}lymtbf6*)6dg(m)((TN1IkOCv~?)blI>bYYt;#
z!4#RQ-tf|9h8CyD%f~8jcBw~|^WOL-f;`L}pPQcZi5cP?v%Awhh==4Ava^}@j4$N-
z>paf2RF>#QAFy&{Dqr4t_;H^R6U_Vu0j)z7e*VIZ>2f<}dMhh(*Q<jmnlYt8&~2Ks
zc!OIHaI;dXC|2^RCzsE+rN5nvk~{#Bc<LNOz(^o!PJ|r%I+n9iAZ0QtJZ-*`tZ$Nd
zeGU_Xk4m4tv5>V2vPucM`f(`i_Yb;DK2ae(U8|rw&#zfnew*oC1r6JBgR5Vyf?6$J
z$BxJ^gVVdt<Sl&+R;}fo-#9B49EF;Agk8C40(KdH99y&`XH*d#B0HEqKOZtUB`^MM
zy7$Y^8(fs%F|&U$vesN>-k!Y*(pQMmn)~I&(#!s=`+|qKRZxmp{Z7G!p~>2fV&oy0
zhK0Q4AeV*ejp4>iSDr57IqAiROlBQ7h6mnSasAQ>U$#{XY1=q>XIby!KW8WS^5SLR
zwVvr3$STOiZbeIIK&*C8(F&fdGTDM!>Jb`H*!OP=P-rm{Kuq%MQH#%)Y(jF|jGs<j
z{JTEPzBGE(GKg@&tmG<47tqgt_3>YQ{7bz2*FXLnFaJCI5O*1qSq5)+3K4B*4WeFc
ztOu`{O#RZ>Q?y;aui=L8ox#}Jo{9cdkcL^gEFq)O^UB@mM%h=dr*v(mS3!&6wI}-L
zu`B>swW3fVtDw|(CL@x|k|AAIs~`a8a{!pH4hs1=`0cXnihg~FJ$@Aw4WL;2mts#7
zdg3Z*@~*{FJAjRQO%hRaz<2ORRzU#3-e1<63OSfQmb{Yh^BtpA1mvMffI7vz-9j37
z6;F!RPFIR;3YsTd%-mO4_Pw<VO8jWJ|I^0V%`3NSCvpMFo-biSazBXuCus&gxA-g!
zNiDnDtsDVhx~7n|f^k~~6&+HTl>?wYbj8)A^T;v|m^45asJXruOLZYxJ_2^_8s(&q
zSHu<rl=CEd6(o12_MzG;sNtib;@7S+g{D&>^9}n~+(M^f;}lv{1P4|@`N^vwfd1es
z$=CjEhST$_pqr5uhiZrJ+Ram47Ty7@BPh>agvYK_z6xnsV=m#v@Kw;7hC=}MgP8Dq
z{%wNBwE$&|99i;>S}7@51<8g^MfThBLm-D%K|Q--7h{C$jF10QlOO*%!N#7I?egy$
zRzWd`T)L$~hAsjmI?)?De85C7v||-?XpMLNU6cPlMZqcvAi>1`=>~N{UGb8)aGgRB
z(Pk;9aTVlv#$-faY}2C9KXiHXpEFc&S<t`!H*YcfQt+3vH2&Y`EKL{;jVVsgk%A!h
zDnr)6mEM9h;Uzl_y{Ze^<e2S*!;bZD<ao^~L(O0Kc<!U3nWBo^%iHhH+oofN_XHg#
zq}{_ioESEja?`?el}7T1b&=KwXV4SixLqT9aN%9`a7)p>XQaI8GzoCXw$r%hlILAh
z07uFIS##Y!O8&C3Z`Uo6Q}|yL#&;UgX?4HSF723!{ioLd>sSBx`PF|x2q2gLg3x~%
z>%WZkw`A+T>CHd#xBsR$|EJ}`*;v7P6LZNHeV)Qr8LIFdIKp#0Fk~Uo_jmYuk@9G>
z27?K6)l;GK>aXwl-P<2qQZ0w_cJu${2Ci5Iy;7T71%2y0*-f@QqnDttwRIKr@Qi_D
z$k!c9Mk{oaj{U4a$bx^1$&L_F!(Uoglo!n2Bn3HF42DEHP9;IHuYyg71@4)G-!2a?
zUro>nIuMz1RNXAc$=v0z&4kPWM)Ay*o4Lg<`CW_Up_5VsvDqtX62}i|3&ovKuo>@*
z?f#19jZp}q@3nB*Ouk<$f|iHk`w2#5^0SIEAG-U^`%&oa%nN*O7q)UpYO5iYGm9j8
zD_h!ZoH?_QIE-2lUx;0}F-1fY7`fNXhJ2zv>>O|M9p+c&%O4+ocAY*Bu1bJk$~>12
zzrg;wnV6p-ji96CAD1L!?OfFI??@y)nI)ZI(>%cqXNEQC5J{`2o-i8i0hOPTC5=4#
z+9k`W_LZ+^z|vtkmJ?2}{&lJqq2#`e-ia<X!Z1#KLSPOji04>iTkI20)JueB3w&2%
zCRbv=+_>5QadP1PD(G#o()6#+h7`fE+NJc`b*rG2NSCeYEA>ZJV$Vzu;X@`VF0+!g
zGirzOq-r3y6;?qe4$E0*<$!}c<hl_!HkrP7@uE)rB5;JSomTum<>ZcOt-+obT3c2W
zYY_^e#=Eb*Y0e*MJHc9T8Fli`K56jv;LMC9d))9%3kp54iSK{ju9Kp-hw0M2h4Py0
z3K7eEr6e@kX0ebl8WQfaWff%k+x?HLpu?VNn%C^6rrTF!FZGAYj2@Yk3jC6LDTX;H
zpYeNSi-BaoP?vc?1N99)-?fRX-xFm<w4@pjZYZ{$T?L&93|iQ`;Ixo2VkMbe?KkzL
z#(zZ9iM#z~_Jm5x(N$191DT!F6n(s-D4Bk=;CS{!uTixL`J{<}1m&*%#m(W{zQxzb
zRImTE3fercC4AJUE*QyOQtoDZj_cM~cv-r?-%qr<Bx~+u&GAIeC)MOkok=OM<$LB+
zP87v6UfC))5hzEd7@8NVj?yr-Cm-+M5y!^F=fDf_-kslEr6fm{4v>vb<Zu5VtLewa
z=Dj|Q*Ta1|dE>zO4`+s33KDcZ=59&p<EFJwizXvAZ*EM8MCIO7WgwFe<TK?T>p8xm
zF|Ew9&SoBhU8qg1-Mn&O>GDFP&0z6?g~!DUcQP&omwlY^e_6K*y45dkC^hBvlI%u5
z`io~Sxe4KoA2vQeEgR=we81C*km_Z{FDvm<SJe?TOi&L|@;YDFNCqpdD6i=2r0-co
z;-|meU((K>s(t?1<z-Vq43;-{QtZ|TMXy^UMh6lGZ30^DG&;PhpT3?WcW|HP@h+KP
zxp$&1f2JV*y*jjW{7cZTPhz2B;ptoaeO{$uroPoB_!D8%*Ap7m7N}Oa3)I2bmdSTj
zazQV%EAsi59}CKFpD0esCy_5LUtx@3`Fza7{0E~1+jfU3*Qqx|d}jC20o#<9DbEI=
z=WiHXCtP{jT4g1<BGH3+Vu5{Q@FAHwD<YrX(n})s$eqi60HHV`;vcy@gm^g=Z)Ph5
zgg2+CWMr2e@Rrq!L#TA#v(dKI2}j{xQP;7xCskR?``ne<U@<Djm}w1#?f8=)OdqHs
z4!BA(dw5*|r_<hQyK8O4jqk(Uf>@nsLR6)nJonHNV-9|BJG1`L?n}YArR|sO_ARL|
zowyWxV?}#mBm0uVtM*&YyJs)?`N%xE+K_g7n)otZe(v*8s^_~GErepIr+|B}Nv0KV
zd<QeUA8%OQaWQaWohq?7m(+G>YIaEL6)aF{VdqrH3o*$>pXaS+gB$DHqnuP8JgGP_
zb@`<cB?@=Rx-=Sl(#b>>=TYUOMTKbMxOk&eT~fr)l`muXRS;Q{i-)1ag6P7@1;3H}
zm}^s4Uj*%>FP3LT6<f<aUwPVQ$Ya~s*kzOv8sfg{UsgC6oMS~)#?6a%){DN+CDNO1
z@_fk!x=kh`{oCYj6>m;xs*w%Ox4V(_#b8#88oB7!-qrsm$mbPIOuxH<*^0kOT)udG
z6|`YQv4Beg$OL&NGTPONJ!7ZqrM+xxZUj?`wS%8}Xj@v*`Q{!pI09E|YLKdSD%}*N
zmnn&hLXZ%fOtfhaD4S_?<#PcOkh>!+%z1TC;mhz}c<1)EBnAZs8GhPam+M#Mzqcqq
z>%tRK>^&E;kliM`=TqvZ%Gy^BTzk{BH2=CrFYx57-AfbQYpzxU7HXGX63ov-{YZXG
zv&`8D+R3L5E^Itwf?{x;mBA%R_ct9r{`uHPY>1hhzt4#UjfL~W?@eAVYn`0x`7~w-
zoi@Wxr{CMPVn4fVF`*?<7P)dBGlJ49NJ_tsT}-H{<qKXWMTEBh_K2wyn-`1mg}q?j
zhmuea6+JK`%9|}Q_y||aw6qQ(<i?$hJN%~4H{UYZdGWMxB`kK5VDYf+fd<RcKJme&
z?lK5mSmM<PmPW(T=>yn{Riu1Gn!CBq@WU1dUCFlX+qWD0<^!+W#cu*f_}-5nKMrit
z2M*Z(ZzpFzluaKQsJZcQqF3rFbO~lc%$lGGtlR`zbr$tL+8*tAQkiup|5(oKPR#|a
z{F#;7T>V*frwwJ9o&hn@`CNAXXYHEO+rO*H{brz9h%6rKwSEfg&aIa&%SC(gFL)6&
zA2$ay>r^q+@$}E0@1C~cWb6)l$RuB=4!0Yt`t3oUmjNE*l*u1cowN^5txo@gC3nmw
z4{co85i)>!*}n`9v0nv^UtLNlo?Prdwz8@ABX(q7D`gcFsgSe^imEYNM9#WQ5e2oY
zAX|lIm$YS<RS-L5IC4++$HqmKRgm!cd4(CE@#(houqR~T@rqP+`@*SJP(-a3YJ~{&
zZ>vHEYm;NU(%B~WO$4zkma8C@5L$>Jec7e);WfZECaOMMjd6vXokI_u`*$lyW()hs
z9_^3q8jWodp1T9w*mUKX$+C8^O6_v_Y~!BU({H30p9^)0A&(~ePngu$*Dl?S{k&s&
zE>JZ1UVCWFsRfk<!%yB97G5q;hCf{T)K7H*`THavb+Mmzp{we)Irc2N)osV|7Go{C
z{d%KqqzJ*;ncW?Bm<di9wEXiHK0}p-bWbn{vRE2-$-ZeK@Lkeu3|Tn;DH!NGzliz$
z>(EREpJQcxn`vi@St`&fZq1X@I{30nqvpLXQjE(p7*tbBq(t>z73RFAKoImia42Jk
z*}Oc<&#h%s?)Gs=!J>+1VnA934-Zu)S2(`ZEXs-;!GK9S39ZK{)a^;SCZCLkr^|LJ
zmElk}sRyO3ld_IMDoAIS-0B|%+K}oWow)6Bc2JkS<i<SJIi!#uGRq8(5u0qBdb$b<
zT#5zS)&VhMqljf$pc8w4;OffaB9JZV56xt5RT)MOj09BI-L&E^gk&g%giHDFOVsVo
z$;cZqKC33ZYv$JFTl-%_4fEvu#l*CR`^+}`<^|BrGDq)>5k)vJE@VbF7YOj5LZyR^
zUosXK)3XwXmJ1HgT2AAFA4adxeL5Q^Z;^^)#3D92QAp(SzUc&-^iT}cR23$k>d5vY
z+(KaDa7=NK(zI>CT>45(zD%UYWQ|_UZjXt#c4l*B&If0ljLg(Q5|Q@TZOsZ<>%<V;
zt>R~fVw)V82jjk`@Y;~-X7bq9#~n*bIzy>`Ulv>U&QnTbmAxf5v%D3tIc#uj=CF1>
z>bS3Reyk3sbjZtx6)*jgg>`p!v(}lB=CR1GnB-@X>a(*Z<_CX&*xr&o7cBsE_!ZD0
z&{v;)^FxWz<srX6da-8z5EH?rz#sMxSpo#fudw6KtL3We%JfW5kO;03j>W$CCM#XY
zzIevT68=s$yKme*-bFLB$}cNDr<9%nwZpNy)%*FLy}Vz7Gkf;<K2wKtIWpkFQAdAL
z9(NA0$HXd!q<%4iJr3FJ9#4zdO)e+6=NSD>M#fBR7jcnWdvX;t|7pQ#6;u;!0jyW(
zKg(ZMQOItfCdnjyiAF`_8w6oe@d0FWyE`eV)@|8{gp@qI)s|w<Tjov%E~IYoyg|wZ
z!@g(+B@?c|IIlfxoY#u~bwcJ5nWE9bBYloHyRnZJ%LW&U&$g@XOJ#}@{6r#1<Gar!
zrEV)}_OMFJZ#7b5v+w14COHvx=#6MEd;xj>8G2~z(^;Js6(r9olgUEVo9iBHD)!Yd
zY+rEu=wD<MsWLmOAB2ldL3vp{esf&qP_Oc{cRI0M$p0`QlT`INVBy6XMeYAK`pIWa
z<4NU7@u^^HQh$>F#1$7djNozjRK+juuSyj>^D_*F-0RC{Z2Purm)ALZ=sTMEO+bEe
zO|l~tF$<i`+#7ehO0h59c17=EFD4<**^ckr5Is>Ib|KGnkK7*`J{0ta2N%?~B?y33
zpkkG}(dF5hBP+f?96&G=sJRO2H`yODDi@589iM9@>B!s(V5rYac?DHP>xv#P$bwc+
z$jo9Ku~Ep^UTs^T${fXp4qIm7{#(yZ?a1!5-KK?g_wKPPA1RuAoMT%O?_s`Yo20O{
zN0|$3HsF5O{6^b{=5A7cTPsX+3s6DJR=*x~Nq>;Jg!>e7!DvmoWo1ep%mnZ9x1a{X
zTmR#VUvX#cvcK`pkT2=?fM!gL2_z#YqC1oeW<txD^ZsdWu0nh^2UPOLjOjt7lA+Jb
z3EQBY1llCBezPw~&y2O%21~B2MBZ>~CUh`M5%)#NP*IF%vJKXYu;uNgT9d<b*d7P7
z-p3|7v0Pkmp-UT8aCGS=u$-3r<)uPXWZ-@5Drl=C<I~0}*b?pQq>sk24%kvnQ4LK>
z+;l)!fUdPLvPk|E=)H8v=o4qy?1SB1NBSuJ<?)@)SF>&H;(4dThVF##6~|?48k$Kk
z$D3U+I@R~30)@%h`4(BU!9}B>g`}ki79WMx;ojQYAVSe$_oQ~^7eP~vA}5-4t(DZG
z6ZSy)27__*o7Q2Np#qEyLQ&aM^*Ctm#>+qC7xQdcYBGVls4m+93x$6=*atve?XTZ{
z0WAIxxLnih&`cVfMYisc{)OaS)weyDoqy#WsXKLl2A`jy8LnJs4x>$ia=?7m@<ibv
zsNs;-z6W&y<IP0|v(X1jYtoZQO*_M!W-{2K3fgsC_%=gP{p;K9Mn{69Tt7RcCs~ZE
znb<0fB9~=n71r<t<pb~wkPtTLyZqA$8;6nBsYa=$bi2yW-YJnpDK*|6yn4HKPS_yH
zsVMXE8(-~=EqrSgw%TS`oLPjfLIIYgpJZ2%zzl5BUIs!DFqKMo9Bz1@+J{^*rbrMp
z_mLIkH1Z9iCbDEWIQaZnUeS{^`)bEZQHEw?yDl$sS3y63#&Hd3fMJ_{NE_pi*!Tj(
zhTbo$px%ae!8obrOeZpoGg7dNcV}YJcGBfc?j!Jwf!UWwD9h&J;}bUCsdVAZh<!^Z
zA9XwWo5w>Qz=V93z}=990NdI=mC+9Y8I+t{gX%1CdNZ{6;m#id9gy#Out*QS7u$97
zKg;s3ajMs8^38r;;nvVhGK<iiOB*{aJ^mJE>;!%zQWIW98)Szfi{~`uiS>AhJ(RC%
z&`Y~jGmH#N;X~$CULznlK?)|=sjRA3;)P>u0{NA}Tcky%rs6BmCOa|LrlqC!&QpJc
zpv44G?v5KQ@0oju#p9N|0(G$5?!Ct>Fu?wycS+4sRt%_O)A^JxOy8Iq`4yGJ%wcbl
zgrJ38az^K_)*?P%R*>o6re%X=DGC~@oj&zI930GI);~o@<2b!{E>wR+bkoqhC}F1P
z{+T<7Jroajj(&w4fk=+;U;+aSI$ZCD8X-Odgn-eRadDeNiO|BY;#@GF#R{8j#c~vt
zPdWuPJTO%}q;5ZfQ`XM92e^O8TKIMc1i!s*dw%5JAZyv7HdSlRC&bx>+WrGye`xqC
zz$$+kdx_=OH1S@qCfSBZkx5lSXI|{;^wgn9;TV1l+#Bq}qj0>rl+L_4UwNxxZ=8(3
zCFZ@mkaupF{DF*`**jP&@>*d-r>$c!cp~tVaYm%X<hW(vlM$6nqyu?=9WU1P&EM79
zyfhw?eSHmPLw=yF!deW}7Hj>9!;Ql_Loa%4C&%EEup3qeyK*e;FEF!YNuf;`YPkL&
zx)+(DAyPiL^r@9{ie1iCCDC#_2Em-7TxUWr67Jtt#aLh2)R@-mFk`=+#q4%G>u-oU
zgIHQ>ZJfwEcD+CFr-AFgO9DjX(vOJr30c{CrFP>ib0zu<kQzK$%ddbeA;ovmdXfJ+
zj|@FH;}w>MY_FU@Hdl0T5ZsIIk{L6*TOC?zj+l6_7_?oxPg7A{7~xuV)yc}r4gY-6
zO1sOz*lFT?9~Q4X@xs2Z6=GFLmfmq<MxKm7#we;mw9X(x-j8f2p|<Hi{eikt789@g
z$1RuTG+E5z7%l23SbT^IU1)thi6-arCkqq}o+xhPP%8&xxe*;qR(Q_6@4(XElQ3`@
z$o+nRSu)eTDiRmz1z~YziD?vsXE&7%p>yt;BW<UAUqVc=@Uv=@6b`LOQ|G;AtzE&Q
zkrBOm6-1wGLVP%rTK-EOoLKbK1~aMiD<>R<jj0MpS<<qE(q7R&kLSuo4(9&WJsL!4
zzyFgb3ewvi{At6vOFy_Yea*;AfRQb}Qz@1{rz<6e$UfhM9e40y;&oobx*1H7Z3Yz>
zUK8f^_%{90K{#O@msX@=V~VvHIq;;cqbB|rN|k51=kDOlgrUstjWptnz_qPHj;wC}
zi>CUxa2OD=eUF1q^hfxQ&KNxV!JQTp0Fi(9u%8cyw{!0a^a+ICt3!7N{3~P#$&?Di
zbD#X6Wf}CsEwHkSIZ)B{5H(Ov*rxTqiwH55W(tzX_Ve>sHS@rFzfo*I)MY@`<=(;=
z5U#hN$BjS~Np`wQUi0M<!#A^ruOg66>%soYX*D&Ej7cHcxjR0!_q_UDr?~x;*U_^?
zXxl1CerS!9xF&EL0cRCtaDME=N_Fj)^sk+-`xhHo0Ij!oK3nz=-f8kB``)wKg+m|S
z1!Jwdp}ki~@5u~*1*Fzoal4r!N^5xZp$>6Y!M6_g#vh4+y@zIQvQozB=Ze?eG}`2X
z!6gOw8N=00oDecn>K30jjrn#dnw$d39=Fa6gPSb-$387hd)j<G^(QA4uW`~3*AX0D
zbDhELbf)Z_@8iyqrHg?Fbw|n*l4lLiehT-G)(qHVVOwO-=P1v}#jp;Z0`zo%?JksO
z(Nf-LU1r_)8xD*~xTSt2wfsE{^Kn0mN-fVqCG}Au`@(QBIXfkoN*Yp3wM`C|Xf*^b
zr!t<8*@U3?h04bBm3IH?03<+((g^E-nfEnoY>*R7%bxfCn_6mTW6kQ;&OBZAuaRB_
z0h+2^%YU>D>n3_h!Gz5h=M@feItl2o*;{6$()d32x`;kP_eK~Z>>7>x7KUr$bLL9r
zk+(_AjoosXIG*cQ+eygG#~Se)$`If3sJ`tkYar1UL@$5f)3Wf>wF^W3KU`ZrGPcQ5
zQ67EKu-_%Q^Al*?FDHX#)HS@pu++VT_BFXnrD<GHN%GJ)IhQl9NUa|8Cm-C1V9aUf
zxhNbgiiN^qAb*59d21n*`tTqe$n%R2M|N3%3|^~OTKCT}6bjDI<^}_Z)VzjBL2_$|
zbTQ;lA4+IkX^S}t)avK-mzW=B<o!8lEMA9k_+&qA-i#9aggDc3#C`~Ij&^s0=j6*T
zo!khy02*UNH8sEZN-Cx7Af~&^#@>BvVFf?ay1c2QDK0CkDXBn<l36P3>6zWCyr22y
z$fVkJ3G4eK3M-JdZjI0B-z`L6vykuAxy+TAbK<<%K%c-v+I{1buHFlcZ=ji<jvJ97
z0hP$xRHga7_e3{%>t6__Yjw8c<aKIgYqwJNJ&08E+#-MI61FbwL8d0(kl4i-KKS-&
z%oA>}2tTuNSe#L~0bQmvS11CvF;(?dF3X5J!6dWFbKXHkRdHb!J8?-dnXvan9efx4
zZchoxtCz|4kC=oYXxS*+2uGObE;S(p>9=x0sEsAYbmv>zr8%GkG&H{WQ>j{ON__`V
zeCt$&u*!<eQJMbb#P5*^I9Tw%IGCQi)8W<{u01h2twas-Hveqm-i@RQLO?3N|Em*;
zlt_Oq4%I5$lCQzi$>Y-|WXAHg$2rb)4rgvH&$!Q*u{;jj&x9Nw+$v!soqibgQOS4}
z^k})`rySpn+dm0N@i*hXZ(K>K-Ez4P5bOt}C$ccO`h8U0{o=jcJjlczih!Yb(fJ{%
zw<$KkKJhp?>SW4sH8W(@LiO1(GLK#Lf`!BD+f$;NMB{BxmSOeB18CV+`Mj596cZhi
zZB)4~;fhS2`=<?Rjx5;N=p*IepupgK%7u#2qUmdE>4S{`5!>an$TK<lWqxFV2&9HF
z-%~@A)WdV$K*{Dqt^GFkqhyN;^>D+x8e~_oJ4NY9c`V4dWWK*U!!Ldpn~mSsq$V0b
z8%AKtF)Xb5-XpGjuG}@nl5dFZdT&_U^@d1l%gM_ch7t;vk{!(I*EVR3oRG?m7df#j
z)oo7nsl~p7MEyV08KOz*kvZ@FRZwH{fH#no{?hrn`zx@U%t&nGZ0<_*-?Zqvh<b*p
zLRfGbTzKjbPsf~xmzafzm|f+w(CTnr8QYHZ&~vUe$M|DDGbgA@v_g2hVG<LIt$b$~
z)yNs{N*M35Fh#%DCZ+Mm?g30{Rz$TK*X&Y32c(`%J(ph;bFUY172Krup41d|@zd`b
z1wzKIAzv|9Wp`e<{bk@Uw0|bBF|mN^pRJv)ovM4za@W<^S?%^I{^i^xrX%tf^)Bun
zcQ3LBk~IONQ*%`5aeLF(sLEDObzyM98BG#uL<FAuMA^_`8&UUezrErnP5nMsM5yhc
zq!Gf>gwBBOalagOE{c}>h+jU`?D-&4!B<1OHzjCTF$emJ)9h+(P`XZ>&PJdSaOvM`
zb9$$PYPWnTt4wQPERIJn@u#MHuEhOx#e{!TB7ieKWA9h0`?rMr;3@_Befs>?a$Zr%
zH>(=yTsfi_OaWnlxP!pBz6#|~!4exWrZE|!_QY5#vvKvn%pNuA@j$EN$SD7=QfCMI
z?IJiOks9jaEkYo_kkjvm==N(h2}>o${Pys#LTN~V4LSL-z41uh+pp7k_W(rv?b>(4
zhX79Z^!zI5JZc}X+tDx>yM?73F(#dV*~-d>h;E*n(|N<DOvIBODE8L18fPub)WA}B
zSbR;n&dg_bt3CU5b<66CQjhUlE6{tGiwRCX&3V2)mA#O76n~mr#4sE*jlkrgo4^67
z=Q0nh|J@KE@MZ9CU%G$PC$y?b`(*-9Q35Xb)BjzThHftMLjE2jMq&zd&lEV)jky_O
zilEa<^Kg#DRBsU|2~mfW5z63-5)n~b(!64v@OG8UNL|ZKOiEPH(Rc=;9=aRGnK1Cw
z>mTEdvyv7gw`n_HVR7<%^BF~t(FKKkXI2rbrXFa<#V+w5HLLX8^lrB+I~Pn+$YCuL
z?h7!r7VGMog7sH+;$$s}RO7=l1~)y_&0M_z*V(M8-@A?>T=?oh06oraX}mW3s$ez{
z`r##@P>cQND^_asm$D_$L<dZ~+~jctOz1)e)4d*A_mLn?U4+9VxM5r-+xo~bXaWK2
zrn5bc+aM6#(&$i}G1E`k8=NE0+|Wmex<HpYK6qE!=6w1=;xawCa?dZrX}@><nQ+*l
zMy-}*(|eK!yjBGMJ6AzR0mSX^eDVjS=iLjLO*2uwxnH=WZ||?C&l2~1Za@@R^2d^S
zE`?bE_oC0Gbde}hki~QAY!M{Klbz@PA)a9!mFwc(h<HiztuW}Cli2&hojAqQ?0;cB
zr8PM8^xD;*`T_ng194>RQ-Oa~fD6#I6itexi}S!M+Lz4Q4N5m}Cg;vmpq_grB<Qr`
z2cWNZ0@^(J&5P(A2vqFlL!KC0>O%YLHv}*ZlT)bHy^fZ{63;lk_j}3+&x&r8!qJ9=
zKaDdm6E9zk(CO^lI@y3koDNXUC6o6c5nJwzVQ)KZ)@y8<fmJsmmoE~aDsMD^Ee3aI
zs|N$0S6X@v3(nX&P3(~a@{o#w?xW%T*SEfNbjtjxJClFvZXm?q>e#y#AaUQ~@|E|x
zcClT7UchK8%qO6SF=K4L{Gw=5qkN98x>C)g1_x4a;Brb4?(Gt0%EsK<r_p`X`de&C
z*TGqd31Jk5*InA@ofy$qY;Fm^03-T4p~@vhohOYPjqV)ik96oL#io`HbVvM5&d5LQ
zRvf#WYIrAPrDfXYdzzgzv(yjNEx%WHb7!5;->r^|J;ZD`E1dTnDlB_3PH<PdxxP_>
zel&>Nb8n<_*Q{`6OxdFG)#E-bsuN>dRQCwIo){Mdgtol**Hp|Az2bn81fnGnFdcJm
zVZZLzIEH<}@2c(+Ona5Q%wHW$(jMGT&rjR!(;oh_tQ%VM?aOPv9n${;DHPh01xHMZ
zkJR-n&&_D9Ty7lR)thMPXV}*Uu~cN}31kq`LgQFA{#ZS~MIxM?bvkSi!PGf-;rQ)a
zve8*D^(O8Gh2D^S%S}{39R?bi<9V@+S3e&&y)@px_PC{=kNa+@NCmky)cnIN_c^Ug
zb-Qzk`I96~id|;(v9Env!kYNX4pIX`&b_`SY>WUy2i)s1&rSB#WK%S>i6{(_qAP+*
z#8j6fabNTpRHe=Sr!p8h6hA6N%MAftAf;!eZL}R+ITE?%;PPs*UCoQU+LNR6qYD5^
z)ufpNjT`_skIi|9IEPS+zm0!#SpwErj8soQvyRJif>p=O*xF}DiVigNu?YR7ZF7lM
z*w>bDO#F}$L=ip`tu_HkH9uUW6u#4e<;~niXRE2X3Jj=RW9jrv#01L%ZfAjbj&W|F
zD@^fp-az<11HnOmr8QZ#2)nWV<FJJ3H&azWW2U^R`uwM}k>b+jQ61JL>$q~{hNk;_
zp=DVCw2bw^^y1FvAAKzsh8CRcN%CGy`8D7o&ogTe)#-+b$CPF6@eH3YggiiRoS}hx
zlR2XNP7C{y<lL(IElD^1ijoWnQA}JHhR3(n>mW(tMXK^3eL)|;6>>%spgejO9|vp-
zAM@{+eDQJeMm@DEfs2_UyimJn$e>qAqY}Xxr5W(UZ@GmFqz56T>6*J={@MR5N^eVD
z^Bj{uJqIW)|6%N4G>;^?I5<0T_?EU+hOG90Jy~h*1}+hW5NC)3ux}07j7W9CQWbrq
zH1=l}6+_G8LSHb01I~}-E(SfFd-s#~>|#f)*RV1DU$OB^XGI85K88>We(+vj|H{#!
zncHV21~Ku0^F>6nivw!D9q8V;csdpG3JNEZXy6G9n3{<o<5RNPq|xzy4;~Jy?B$<S
z3X!+4TwhLPYdm~*5z~apOIc6X%iL=e4XM5IKmeKe>a|?_XOUX@9a;1j09P_usrnAo
z^KuIR&_(00d=7TQI5?r(b~I5PO^0}6>4rH>^85yZOX3>@t=HM^vv^S+aXaW;l5L8J
zr<$>^7c{-At<;{p$xlPvi}Y?5SN?&dETVzSyr5t51&<)kI9->q8%+>ECPP$ePW}WN
zpb`WWvFyJhUHj!bN9<aL)Mj6d+X&<col4Jz8`8{`9^3+X9XagrrEyqV%|MRS{lK-f
z&vm_Yy_t7Dm^K-W&(CBUlspY*Zc}2akvXcA^%Zhf$1ddNu$fSlS|a4P_zx0qeP2N!
zXDc}%iSnv;3xsH#yU?#Bpfb&y!W=OUbcw(EJ<`^w)@3pT{&j4E=M3(RZRmLk6)`2{
zQH^}=$|WGC-RCy$_S0E;*hkGvMiZ_5<|@O$VHnfFq!5J4*f9PWgS61U;ELa`shH<^
ze@I0s=}PKFgsksCL43zxeFs$)Vg{OCG}Y<-a8WO;LoHFWnzwlmM9s+BkfZltd@lu}
z%|f`J6^5VK^XqwTr<agyZ1ve;K+Lqn{#MlXr;XRY`!3K$`nu+-KL3hKYX;N<>dT+r
z4Afb<?~!DK^6vPQ$r(osSo}+TMuK5k!MGjl7LuwmegG`t?VayMfjVbasCyQaAxgS*
zCAYAH1ik4AIqqPNUo>P`|Kqu&)ZFp$M7XMZJeOx_Mnagq<<=S<`n&|54>~&a^v_@_
zto`TnfoNI<{UzhKRnXM=vW2B=(uaVQ%Gomy(1uw_5hS&c2C6C;+ojmy*1Wf-?{q1`
zl(2=hB?r?nq5Oflp`(0>1F^*3*~TX8J3=8Pz2GtIEi*Q@b$z)s@5a>kKFl(B>RaGn
zOd9eZB5f7aS?)XCIaM06?DvBsl;)k(I*-fnNN=4E2T38tx}ON%JRf(sl&OhJ-y1Km
zhjuKLA~3e=9Bu5WvV4!=L_1zBHZLnvvkTja!*<vix8xXf8E4FI$Vj3TLdHoxHr?7y
zZ(N$Ha5WW=n8c~cp?U1f&;7GMtF1RCOrTr)P$PTj{(!G3(Bs1nne1293*+d4O92?9
z4Mk@_(4yVp?HJnDkW`a7^5`naI)uss)-<*m0xRb!(~BpJODBsAaD#V>pg|}DX9|Kq
zXH&TJopOiOFRo{>7=GKc^jVxv(F4*^QA|(upig{m(QUeoE`rV>rJZ@E`&%vgTLE@F
z_(7}QgDOA81ljz2?4+5P8)9j$%>-|#J+}CxF#`D4=)XbXfABBSI0h7g;l9O$;mSnj
z_Ns=@KUCi0s3gH$ujmEYu<ou>OpZ<|-5`=1r`TQH(R&-Ttl0g_#q~6-D0y#Ofaxg+
z%B^W>uDugQ6zu%73Ut{a0GjY8XYZJimw?nve<%te3o|_b$sOwDuo)&!pA<o0=r9aD
z3}*?FxE4E`7aUzX**;YU)YpG#2}u&@G4mr^w;gHOu$$PXWZ3KtR;+NrB$GyEeTV%|
zRdX`K^~;nK48)6}HlAIFd@m@XuqBbrH#DnfM2Xv4KOmjGT0~UWmphXnj?{HTQS@~g
zr`m1WK&6rw`t{o%F$k=m6@~l<m;Xmp24kf-QZi<@nf%0JrvHGsy~hXFCLEtMuQQkx
z^F)*tY0<(nmSYk*Cjy@ie6(~RUz@M$M07-8;+!<~X82{*5wYCe7-qTjJw;FZJQ)88
zRawD8%ni94=vzSseqZ$d8GuDVMv(po0(3oI1wH<brE13nm=FtLbu20n*!sX3bYoWl
zCFhmyv<$F8T;XX|geCgkMN{ehu}xAGpW?RVy!eEd!Iw`lb$)#^yxS)~H9RvtCp4!C
zG^u<J2OmuKL`XB(oXU;pv5S@Bup5>tO++sd03U@;uZyz<-$r~dJ%Q9^<=NEF!n0>K
zZw0VX=M*5+4;xLb5m4XXQ`@aAFYew?>4h7eXu0RzbMxSNXnd%uOX`U5$W9B!@cPDt
zPm4yu=N$`L#r)_^!dSI|U;SOu03A$*z`p!RY|nu1YY1@TX9`<Pe&l9b7I}a(_0Nwj
zH~?8w(f6!rDdYOP*KIx<HVRr2_3v0w^r(=Rs8ItR1i_zpFcVLg=ySKutWZFbW*w1m
z8^187-g?OMx7X$EMstIs0{T0CYP|U0LgIS@@i$ZsM!zTla|%a@<EIVM+148aI;fd+
zNO+C-4DBhC+e;wW_DzuZY{lSKqvIQQLbEf{;-j352`TiIo|fZ^-5tWw>`T1HW}#CF
zkA~OMioC+*Ek9e~D__SgmgR8G+xUSOm$XU-EYW5kv}eqa5TzVd<$x+22FCy$55t^z
zZMZd<9@5!}VeU&FiW~^ev^4dFyEQmlQs6L4QNqoDswlK5P4pH>3S<Rj?<Q$OP(yUr
zF7KKLI&JITE4#f$N`Z?DyYCF<7Fe+;f|LCGq|27GoZs*mz1praJg&&rjnGZ<8lOjy
ziMU+;xD4~meVa2?>?(n+2b++Y<(c+qdv0a~Th;zt%)M=ubRM^~>zFB2FFf)Q(+lWz
z=4n>DoLp0@b}ZMf$;5UznBL!6b(32g<3r`BGS!5fbuMY65L{`hX}8cg0nEr5fTPh$
z;@4dM@OX>5_CIs~O;dgbV<D}x0X?IOFI>MIRE-SmsAXvt7ZkS$>T*<tl{m)bv_XmZ
zC}$LGsp-ld^eI&&(!WBwZs6>EX^v)qr40lw_77NEYnF}v2Tw9tgK3~!5KB$}Ht{0?
z-*91HT^;<$p)gH7{SBRmeCy9Uo3Y$CGhM^D2GT=nEOoYxw%j!%^eoAD-+P_0ybGbq
zBCs_^HLUGKiB)9&tY@A7?dCu$;@^Eao8+N3@!A($e9T((PK;8-?oAgc)%R_uG;}!G
zSCtN!j-eG*REMSS%r+6r+DTQ!_W24#-S}dH9W$FaAZiv<lDZN3u)sa00<%TnMiE6|
zI}vhpqiC(!=4Ehnd%E48wcrBQ+np%azAw1{HR10SM^xdOW4&4+BrXgrxLnht<!x~W
zJn#l5Gz(W6?HHc3o<(DcGj@l%%`iJBp1|TWJ-c;U-7q<eXX3f_cq7>nwk67}G_JhU
znz2#xQ=u-xfvB|;w(AP*vBbzDmijnp;6w-E9a2ZtN*0b0m@1Tv5uRIGigY~;)hM7j
z1C6fvna!xJbI)dip#?u22*72rHKFQH<>Y3sd3!1Xg~5CUN>wiX!G5-4Ko$H{n384O
ziPwYaYh7Y4LnH9g5|pkCha~`1D+io-sFA5=H+f4GO|GNUL~nZS6=zrsi<WonGFt^{
zH@zp`*}}ABOKk(4Z}mmyS*gVh2#$L*d(H{pvXn#LJ8<m8+x9;1hM6-;!PEZ<HGbms
zn%B->0xH%&Go`se4PbMM-H-kkx>&m$EHRj*l%wguI>QuaKXN)2vsV-A$2L9f1h>4s
z+dH?gf%FS`A`kUzqI=v>n*!S#e2}}2Zc2zRq32Fux_DhGK!B~Rp+;oiaMfQh8S)oO
zcC9rQ*4C(i45@56z*suuOTj&pwLXm$(-ITMVXMQUa8wnhC0Yrh1`ne#)`?oK-z~m%
z`bxfMQ;tlhHP*U<3Sn>6MZ%Ke=&Zvd%&j)%qYUm~C!gV0&`NMc*k6}%SwqfiK{dpp
zpQMn!MheA$kb>in^rmv@@~n#b<^G1A1{K3g-eoznDAmge^(L<rbZ3eWd*E9<2`YzX
z`VU<zYwfLxEE*F;tH)p_WNeFbZGpES^5K|6csRQG*FvjGhQc=PQ48xypRSUm-?^cW
z;3LK_5x!dC@oFg^r87hgk;-kdna2xnjAS}rl6=Oc%XpsY1xGY*1=i;y!Qs+eG*w^x
zErFIO;<`z6FH7;TaQUy%q7XGt{(~q7$8aSoXm|V<ZzG?tAsJEGc6Wx}IC4OD4IY>+
zxGeX4tJCexsgfRwLf&9>bt#t73!1To>@tIJ^{-oQnLT8`%9}*kw%b#)^Ft9!Onq=a
zOpYuf(oL($qYd65(@F+AghjVk_j!?-(nNm}wuSnR?FYY%k;2XU7?v3%sX!)Wa!HXl
zo0OY!9W(Qt+?);yLrqSUu<X(-c=cnQ@!b(0p4hjQq2P9Qc=KG_ZM%`3>JzL7?!8qw
zFD+XxCtrX{%EIIKC>wdv=enYChG<+wN}ttox6cwlkMG=G_@?*YwG$woe#3pJdEKCB
zF`SNSVR907IpiG3Qj->D!?@zTYyq1#M04?FDr-SCs0{seWPXGK=|tYc^2s2b7X6{v
z@|y7Sd<I(#d+3w#w}P#Uw}VE;J7(3!J+tobi&osyA>U*DC|jqTa$xS0hd181FgW8V
zYBawlEgD?lYTyNmNXZW_r0$HR^Q_tGW5`b14`B_}6zFbC7C(h&ld~V=+DehfDjcjD
zoy(D!*L!fVnc@@AotzkRS0BglW@8RDJbnJ<ao}KgQf_pvIx#;}%DRSYV}Vg~a&1!S
z$O?RwX>`H3FEn)4ThA7T-t8a8WaB;Z=LF}Rb!B|o@fv1o!R+pFSvZ9ukqfygrFNMq
zrl@(~$tIz<SkZAcr+{eb+?z-yzf8vHT=+zE1wN}N@1$?4I-bX{!6T}goG@9Lu}Ak6
zMHM}$rDZ>K?IC#*@JMTHb?+gP)81U)EoU<E?#DSZo<wtPqCi=lsgqCf7MEMj^6XV0
zp55z@*zQ<+);K8WnV{MUZ5ypCFhZnSJ!PRi!SknhcBFtSY-XWOv)Py~Cn>$PV`3Y7
zPFc#pHZvDDK2Kk^>SF$$aw*mJ#-<s=0d%`d5)s_-HNCU5XLR1*L_<d9cc*<BM%^lJ
zW*QUEM4}@;Tqxn)x!ODyWIpv-A934`9^Y@KHhW|2a=ZJ2<#IZm?O^Fo=1iJG{S47^
zYOaxc<Oxw+2mgj<{>S{lcIAeb>~I6yQ2n_6uByQKft{LVgvm3{1}m_3Se)>0$407`
z%^>G;3mb(9>2?TDqHp6n6pUWB(rK;yoZc!$HrtNZMPlX;o4Pk9yVsY7HlZt`;_38t
zTqlxu7%IN+HX+n>V^{)~?~z!@%;u|mjL)n2B3V2hzSg=m=%9ZE4@GFUR<6nw{;WMk
znyc(d;aRVrR~FF=!fciF<(__Z=lCJejm@~-Lh$u25y2K_Pa}zg^*kMh?lzn;&&djt
z#~!sEBI|{rXIW%TgB<0iNLkmfyK{m6o9eU{0RLS<>Qcn&M7~qK!j94bw%C@z3kaL(
zVec?ld=(gWo7QW?y{Wck3{lwJ#^z|}$w77Uz&wNlmdyT;elW8%0OL4j;a~~3Crh3N
z6=P?u{4n@~kRDXmH(hRp6~=Hd!Nj{3BDFnCRJy$d(he<K&yfgQ7h~|-RGT=vUM&S(
z5Re&B2S<#LC+9mj=1Sxo!=DU|Nh`ILvk~2liiZjAOXHfH;4HJE!=jUBTKiJ#<r(Y4
ztIE~HZ#lpfPZbv`!clNEf%s~FR?1`R$X!?#<#%Ud1Jm3sukaQBm?fuN5vs}91mn7!
zclj0H7_bhF@5Q|LuTT^J40FP;JtY!Au1)70bI)XkgW(vL3118YTpExBU%FiT)W)YT
zG29tDQFb9SSI(D$gGyxP;f-)r5?Q5VNmpFX9``pNTt}no;~bH<F?B;oHqNHBoZx-K
z!<S!~jc1Z5ZB%7tPB`DTlW)vBp*pYAcl+!^WlvLIRdl9fw2@e*0mX`pH)$@(b1cd{
zkD}<Rk<{4k8rTV$WUoB;-^vqNy4#*$I*>(JOd-M*oW4z@Su|YVmZQgnG}>EIUS%e{
z*T9xfvdOB16!%&PiEvtPG_l!2Z)Trho5g*}YA><Aowxaz2nC-{s`Z!4?sgw4$i(yK
z`SNhTqO{vdK%$b%eviFHarRD{H&b`b>BM0wMik#3$i4Tf>j|NYY~?lFxSQo!mP<tb
zrmFE2(@fX3#;*(H=IqO5ATeCC+vAGO0d$BagN`jv;HnWlQ|I`4Ja2}dHYy!6X}%M6
zA2Xg0J3h-qOen(?%x*MA;Og=vXH^w6A<4dZ{H#cO(k3%ls^@y0-7o^kuY4U=Zu3_U
zt>1<^!W}ygo1>$0jF&H|8|G}&PP>EhEYmG32r92P!rtMlzR&h3XR^h3SWj#H8KT=T
z%n{q_;vv}Em7nkNp^KBcLvXGe9ZeDBgK>rl!k#&#PZ$#`6q+G{qwHjnI_MftFfoiB
zVZL3}L$L;Bg`?7WPLz5n{mB>!W@Q<R?S<(^(3ujrEL>KWkL1lm(Xo|xC6mcCy-K-<
zn;!Rvs63T-I5%?OTSc8VM~29lA4OR?CnGosuzasFH3P)@h}$BtN28dRw`~+2&%_V-
z$>-8OK4Io{;5~Ksr6t9evzS|g=Emn@Z21+Ib%9O!_pG@zT;En@?}vrm$q4K>JAws<
z=L5HJa2)WANy>fHL9H%lJNSMThAKgNqGVw4@qLzRgx8y4CukeH>Xj6|sdMo(H1~rY
zvGp+IghTC7@?z0$kakbv%*Sv=v}@0kCx@;*(&L9$hE3pxOi8m6yc=beZ_(;VZ+1mo
zZ+sj~4y&oW0i2_X*ox*b8@kbvGzOJjVNfTx4vfy?#(hCNhuFmrd5zns62Jx#7D#`A
ztCJnFXq!xClrFO*fpXGwUI_>0@kw(<<NRVhhW^VtPB2~3D1#&HxXIvvRLrhR5$R5X
zDrWxg)l}Qg>Q?jpx=GHd1>?U}MjFtQCZIM_U|o$+2`gQ^2u0VbHz?z_@>6H4X~SQG
z4;l2BY_05f>hz@2q3S{+mS_ToqsW(_(bo0)s*_(O3R(K9!FY3QCDpv}zBcW_J*4{5
zNu*hHB^9z=Z%~R)E$77LcGJ>wSn@flBFgr68<JULb9H5{b|;p7Y%qPb>M}Qz$k6>o
zesk3jmc8l4azuBZ;_tgAw~488`tH`EP=#FaRnQVS`>EZ@Dth&x&N4iJ8~~{vvHc9J
zUz=+dAl_&wc0UL%uqq-VDOymm@C|$!QtdH+mnQ@70*gn#cr+Acj>?dM{gKITEi(_)
zlyj@=DMyF10%RxmLfrRK#0{!$iC1?mLQY3i34idhi+g>YwKwA?T5@#J^vFzLzY2@8
z7<8#fb0@C(w)X>7q>kw)RY}yz`O73DCnt(!UiOvTNkSa2NU==3SM>g{@)@nl-Vf&L
zx(v;ZgM;@G!=B(qT3-R&w~LFdb&eNutek+n4}6#dF+v(C59K*bj}Ynh2qgWpU#$h#
zGugfOYC7`sLmfE!N{UE1?^YnNnWZ5eWf_l<Qq#&TKg(BXoh1c!8$0Kx%t3vJAv59p
z=O<L3T9(wGU~89G<jyKq-8|K51yq0%5fe$8k57%+Jie{lYE#KIxGRM#X*@215ZbFw
z#h)79e~Z+GEi~uoZ_{;G_PY3qC1P}9-V9<dF6U91KvWW8iiRGzD!X_y-mzl*TA+^<
z`u(naBntnKE24B1Z+<GD8qStLg6CsM_4Uf<vza}R-@vdYgMb|R_$ZoOvW(#H&|Exj
zSbJCgB8I~p#h>EMzcypR9T4L4=3Grg)HSA!nbS!bT{;C9mZ|1@A8S1+#MjHBLbJv!
zlEh2USuq)mFzOD`0lrNaru=2uHfh?zMGk|#`HC!rRvvKY;k<|v#|dWmDh*f_QnJ|l
zPPRX^qz5``a#-@&l9o8(fp-Qw2h!wcfVAT8!o1x=&m80?*<fhvq;u~eaIB0B`rPZP
z{D3^^aI7-9YHS;*m8?q30cW=^=6cFnKGxhRKOv;a>?&ZMyLo%toL^PnGje&E^v&!h
zO#Lqxt9h8geK^9TrzNzibgS6nX5TZZ-c_$-sMSroC@zSAs$TL}ZrIkj&{<j>_%tgA
zwQ;?ptm7TfcE>)<5%Z|mPFDNh_=*NU_yp`9Ce7}mK&v|l(hL=*t7gfdEmfF1WQ~9$
zUg!v=O&yZ%<Ly%M3ZZS4EacR7%S@0oMU*4s%S6f<^BYoqZ(1`E!3om+ab-aWi}<3n
zgwaX^Q@cc2asxVHoiozo;!!?b`8j7Fc(UL^hO(7m>8vNRq(-Ojz>(9som#1>Wv-23
z`<3Kg$--+^zJ9Q}A^B{WTS_$$FVmwcmp$boJ&3n`EiKS+OYChDmp;F)q%YhOcB@cO
z$FeD+ZdV2uV79Qxxyi)(EyP=5)e+oznD}5-TtW)b1A{&;QZDfDzdh6JjC6HAZ`XpX
zA)zcR&*!ynl^)sI^~wMJ=@nj%pVW=l2Wuuv9>4Fi@uFFJn199xXA`ZCcew{yIccUf
za}3;#tS-l9qnNV{+t0enhhsH5xSCmojW5ZH`By#nuzgD^%!YM(Fr!U}5mJ`9H;CN#
zQU+=rW%@bsX@!gDCQ|o6nS4Dp7uVc(2n@P((vk!B%Ix4&<}rjAOg?iHRpLuxPyAr2
zs8yV-f6+~K<>y&(ecR$nW@GlrD%V0ePrJur!u4^JrX1CIib3olc*!;`Rt)Gv!|!e1
zQXKEj@{WIuzx}@Wq&Ar1r{fujBhdu~KBaZA{2nLEWf|_!cK*>59$vkt3!TJlm`x)E
z4*0|QK{|JF@${EjZ0;|`i&5_n33`<nJC5s$V4x?l9SL5txfuS9i=#kwqOpTJc~;8T
zG}@@gD>0Mh`%Jenp1zZ^Zy0(^<g{NA(;36(ooM_lY9MLk84fJ(WMx=6k+LqMdB9Fl
z_N&0*%WYA6bK6m<bVNPw|KaFd{95k+|6eIuiDZQmEiG+XNF`Hfnbv!))_Yrrtq`Iu
zE2D80xhfq9nc3D!Y1z3}$+ohK5IGddwuW+yRO`Y=2QJ~dzWe?Dg!kcfdp(}d=i_mI
z3b#534H2nC{vs=!87k`1o^m1M%C)0zp?AW|{$1Jgcd2c*l_<nf;JVtmaP|eVpc;JA
zCr}9L{$YAMl@>KT%3GQc>q{W_`xPrk0;)_OK?!nfA=y%Is;zIne7ICw`Eg8fX>_l)
zR8n8sbdmi3u9?p*-z)SD`v)~ue;n;)8-jV9ZfffMAk%&FoTZd-tmK2&9LJIm2*8%(
zq#7dX;s(!jyrN|y{Ma%t7{W&FuT5RE6hC%g3ANU84Gm=j{L>WSlyIgoVcpBMYUR-d
z+EwcZ@pxQ@Siu1yEMAAxT;9~B%3U?Rbr!KOyC`VqOhKOF(~8D5ufj{ksOvdIK||VW
zS>zb-pG7*Z=QG70O?Dzr;$kWdFJN~Okh(UGDxk1MkA;Lrdt8s3x^0(bj%XBAto<Mq
z!jre;aeezufr0#0{q2a#Yyl!MZEOmP1}!e9YL*;%sHe-91j13mOruMGV%(49<lSG$
z!S5BpM_=T1KifCaZuRlw0(A0vP#Jz&s2@*vOG8CpBLKevnk@uLDy6Hf;Sey=w~WVg
z5<RF=xo#6Hu5SNr<7uka)5~d8iQzdZ;BnC8=No-$amMUQY3_GWmqgm{Ki&&Rsnln7
zT_l|*m7(xd9$BqS1*igmr(Ouh$9l<RT#9#OE%ItSCAzA(LY`Z!pgB;2^gVQ~;5J7;
zhT)de><XM(>YRB)7G<y|{KvZt+Qxkx&6U-c544rFO`I&0_DtH##wTYT-!kuq2s%AS
zd;R9ho|U7sdM6_{50z%PUau{li5secA7?<j!2wu!UC>(=;}3*?yiuP#XUyjIv~9pd
zB{c~{L*mwbY}Jo)xy}at16sQG2X@^Q2Ra`Na|&a9*Z$&s<#)VCX}}lZDKVQ-`X5*g
zI6xN9#-~WQVlSbOHSwUA{jV(}6$gVY)}3AyNQnxWw5MzN0X?e%mNYj8?h#kZRa!k1
zt{@>NDwzlp0tq=LoBkTaUP<rN>B+M2GUaFfnv!F!n&h2r#_tv5jl%hgCAl#{agIY=
zsU@g%3GXr$SM914xpY@BC#=v<aC7VB-x;-01yVHm>;76X)HArf0ZrdknT1d=-;a39
ztIDfnqaf7YH<h5%iGn0Nr@H#KV;^54Z8N(kVJrF1t&Z?Mt1q3)y$d778$eI_T-ogL
zB@@eLM@bHHY+ZnhnZjfOukqg}N|fB?6lkUYXd{@pU=$eK61NaJCD0P50uk4$Cmpf|
zfNr{wGZ7%Vf_d+ZE+POI`sKPCSp3#I_Vdy9S%HsDfuAWwErPgZGJRT(JInZQvO!hO
zSP?NXx;o_hgN@MXv+E-gXC5J<H*cGaqWCLAT0&+bUJ)ox+Z6<41EOl%WdccBK6WX;
z$7;)7KU)vW7f&{x`_q<Pek9_EZL4)cSX<-g^$WkK7Egr`axL-(1R(gr1kPgEkJ{Yr
zjJwiTg6?!7Lsb^)ARUi}1rFE9d{f2x%d4Hqp%H*>im$bIz4BfJ$ZZXG_^Y4Tagv@9
zRCZERs<@vhNuA#xYEyOCbsl-64gN@vG}RLLJ+1u`PS+ZTPMTs@;xGORE{}1K&VKbz
ztKX73+2N+zV(P9YiCjxoC;ddH?^jOyFFDxM9GeVxaQ6T8Hl7j>_CP<0@0%{B6vFik
z!HjNf9CJ)_r^cR)c)`|O*A(V5mhG!pxI(N#zx(|lz`%zwFr6HcOpK!faYZ7tTgBR{
z$m^s(+`Dh}-91b9RKHoUV6jVk$HuZHHG_|p7Z$z#z9Hjk1-6@5;#jDW^2u#rp?@)k
zqw?7TyY;0)iWkA=N-m0bPS3%di+~!47%O5OCZ!8OCxY63yZy8KXp#Gca2q_5>eBK7
zfocP`s7F=?dp$pKamn<fmtWTmcEld-Ib==;)PDzhwr9o=_qQLvw64x3i_Oj|XyQVK
z4($7U<H7gmM+Vmy#$hql?2IeAX9=uOh?$#Gf)+ZIoIY*SfGCHG(fU*2kK4=pN@neC
zRa9y<2{M_K(NPnie%v~FR-FixDj46!6xGZ~0v4T~CL4FUbDJqqaH~WsdsEaBd!Xk`
z_7_n(b(j0<k~>jim_#?i+0JU|!C~+=%MKBQ2!{v^-n3uT+7=OR`JV-BAZM>(2OH}#
zXX&Bg9TSW62vYw2#V&+k--Nd##}B`Hb$PxIw(Gc3ZfZz*Op0wb)JVj;PL-sa-YAnp
zosqKwRA-dmm!d#@(5$SfQJ92g=^#Xmo!qc}lDCT91+B#fVzH!*_0qmTYCKrXQ5hHn
z{Yp?F-IB6=HJ(ELghKZ8f~`I045){{j8y?@@a$T^V4R6l#<F`6n&&aG6HD}ishYkv
zh~=}|;}Xz<soB$Tx|^`KtUUg5|H8U4o2odsv@yV0jXwIN{-jRQAy&pUlSuvZ$mivu
z(PP^yw5lHn{dwu~^Df3i)tj=ZpI=8E9XgUK*uH)Aim*{CVs#nDRMZMupu_C+iv}7~
z>YnnECf`4%o;fO>*|!vnhp_G=c#{s^;?hzInG_l>BouGYE%`Tbc-aLT(RH^S_=l<e
z8kMuxZ+ObQ*~a54g<Wu3lVX4WkNF#-US)!e3JG=Wd3J04P53=30`uIutT@ijan<G{
zrK_`39;9XjzsxH__od#MD#)o0e*$-`$Kcqhbc>3WV$YYq<~(`(I(FBLu$Yvjv3iPo
zfB*!aXw=J0o{BqkAyGmSFdX0C*uI0)&COE<sT+lvuG733H}WZpw_HInS$-#KlAl(H
z^&N?@oA7Uevy`E6@5_2#WqlrlzN;G~{uB=vuT2NQ!HhW^b$h&FAiQ=r9BBzlWx_9i
zoMpHKzn|i{Xt;W@*v2fjQH22u4E*Z@ap9$7G2sBq?}j7hI&Z`9>1MI_A675mzjj1b
z=B-c9-0S-IS?0O*r|VvMj@_O=o8g8ryghbZWRT;j)mY#CAPNN)BJ3&QW5COU=G2={
z<r?Yorv3UrZ1hln-(ZZg@M#b})w=y-(<E;!a)w7Ce+S~iFdU2(Q$D6(@ShT*$H#Fd
z1YI2ra=}_L&ukaF%tksvE*w3ek0DA=*eoM;ArrB{dBUt7ziCvAToh#gCp8kp<VQs!
ztT%1QTfS}g(UHt`E`Ai69MtvGZJTA$mttdM;^Vh;<y_P=6l2xd0cyXi(I%OKfvA?t
zm?gZWEMCZrqbR$~WAFx^d}n{~Z{NQI$>)M<o>AE<gUVT#B&F&&ChsmL-vb#ITxzo%
zIF$gD2r#w@RBns7NIEtK!9nbhRC4oLn-*0OFPg4<zfwLzgD_+27esel+jJ=ET0h9;
zoOdt;_l0idlk&JlVNd*y-h2Be^WD?;&yJBUFmFhHo;u^WKWI8AWW&OjZ&tb|F7i6*
zm9u2g(9ET{28q5Q;4T!&y%yDOaw)4XUkr<63E>XyqP&7uzR!AC>of3_6e~AF<9Rtn
zu9X=LG3?c#vYQ&AE2m{?i?m(%`D;NDYHL1Oe@6tf&I&4&#?_skv&*>eN$ZD=Z$gR>
zKfKv<hM1T;eSP9|^QxXF+IqDj?yViWzqU2!H47Gv0;MkKQi1Ag^8FpqfJPrsurM|r
z?5<|yJu6v`T`^zMB<CG(O-7TpcFV?mlLJ&e$;sPld(xYl4oZqBq<(dvGv6;;?HqH1
zL>vJYeBAW2lr=o1;RSKjjSWHsB&ySigTZ8fK(~lU>i{PUREwghPR4ddZ4-|eUBb+Q
z=)^4X3X``p{Z8`1^{iX8N2YOJ{2pD<FopqD6pE{OBxT{X;ouogZ1mT8$V!91^Upo}
zl}+G4athrquuE0OI~kwg%Qu&FIK&nJEaQme$a&5_%1DsR;jIt?$ywJhK9`sS3^fBO
zlLqt?o&}V8(>vXN2zKcEG4H46YlkXG&L~sXV?C^msAbeoEFy%Rj}pts!9Q^bFGMkM
zru!4bCmHLX1NE9Nf!6J`Uczy8_*A!wsl2+swa@gRT`o&y+ssh6$p%qEVHDp_tdi;B
zB}P6)K0F;VQc2{JDbepwJOD!^-SqNPQWE@oLCA-YQhL?F`hmXpCc6V!9UMXRR{z!^
zXr0v6q3{|(uw9mrS}YhpZ3hwuas(JR@Bz*#5@Hu?WpZ2MvBy_+8ygu(JsW{nW|&*U
z3S{dr1vwZ*NM7-HEqIG+m4x}F_HU`n8>uRHEc#jW-2pOdRaxHWy@k8`tS(~6Dh*U5
zj$XA&sN%xY9fbF7aiLpb_B(K)5bz`*=SH0v^?vSFJ$L)>54g4^IZA{Ax@NqpsV3nS
z0lA${r41?X)esZ0sML-3xDtLYQ#nr_)z0&Qh54p_yGTJJ;{)fT&aMXxfeu)n!ANc+
ze2nuSwprn;knea1f)cqvP9J2=3|vi+45rv0_yLJbumH2Zzq<GN{hz!Q%R~rEBz%pE
zU&e=TwGglWxmCPXQ%9_K+W~Z=ms$wZsLg2sHSuHuIQ0pwy%rEvs(9uzwp`9At&DDq
zMj|h!+F{o%JM^e^M=mZccsy;~#99|KU7$-3hZ>-t;x$WXR%aD=^%|EF3!%)=#bhq5
zNsBV9BfkQxebYJ;se=LK$qDbHTD1zk>V5=Q_lC_>_dx|cOgR=cWg`nBZYry{DB4Z~
zW9B6${b~>IX=>{v*+Y&s!k7DDl9~63`rE0w?vRu&;WH@T%0<xEYD|I<{%Pz!AN6yd
z_qBUwvuw;$Sm#eWa~C3TUe$&JxNvdX=`g#{dBIkk{b7$RkDg!o`uE>!Lx0{<QW7aU
zNU_N@Qfz!;B5|6MoJ{JyNup4QL$76Wd2T=InPNFRo&Br^e97)orYCyUdU@j6^I*V%
zkYV68sUbJh21fUcAu-b0rMw|6@9VK5E8#GE+11)ZRmhNYe2Ffbah6Y77d67~nMqC#
z&*!7U{<Em<mruJI88x&9(id~ltGq?jiHi|~=`>%s<yD;%U%pdpYY(SyfyHF~I1Pl;
zN0|Uhi0vF8N|z!Dazw1}maHr}4C$LEhT$;zOlE_!wa#SCbFQ1?q++YIANCwMRJbEh
zwyF4h)OSkqLI!L9Q^V%?iN@>iVo0C-yRgB`VGE*o*0hadi`asc+Rywz=z7w4BE@Cn
zzLbnbm{Mp9mxkf;SJ^;q8iQ#7Zxc@$rsjF4hS?K&;@B+3-v2B*wI=%5v&g6(rK;_s
zBJj&1`Qqe2x2b?Hx{?CqvZl>JzftS5c+FQP%S=|aRZZ+?MJ0uv)d~r!WpV1aWc(ho
za-g`DITFUvxM6+mr2D<Y!pq1Pc5R<EHl#%Rko)Nk@`jXeV>;yq1=U+oC0DEt;;&1X
zR2xp$Nuk5vNyIy@CrYy&)=oTR_LHw*JvneOf-)~SDdu7)aWHaK(W=HkFey8%my=hf
z#d;yS_&EBeEFw`Pt`}6Bvc3A-8Ftmo@H#P_9_`i2#VaPp%839DBY>;X<4p%nF7%o^
zWX)N*OcEXDm2l!qts!8}C=!9t%hIMhn{lp#6zI%}{d!4F0N*(VROVFZjj!wPca!y=
zMQM|2q^jlhnLsawYdXJTbzo|YZ^Pv$b9(VRg9dK1{ia;105=Et-Jl^?Al$5RLEe;?
zt>czRUainj%NJuk5V#^QANf^8>}Uee4J^|4sSt64*MA*LStPHg%9a{zu#17^KT=6Z
zdEqlBaNxQj7IFM2Z>0HhF9!OY8pqGds;mc#l+2d$T4c75ln4Qg1#vtvd35#iK%GPj
zmKX&OSgIdgVQF=R%19OtILS0y5Uq=K<U*@@OGre8rq8a<83CCi$B+lUe|HPJoAc4)
z#)rj2nAHrL{IdLTmEt^^VrJ^R5y?{SqI>drs*#J26KG1Z&vbAd$kliI?(}yYphd;U
zwMZ7lP{8gne5r)ATKiN&D&#9_B0)U-4qGq-v_^5UwQml+TzF;H*y|S_OSl%N+JAIk
zjY4c<NI&$65zvmKmsauRW+VP$(?kJJ<<%gz;PSX;9oT&L>?_*gWBw({`=F;DEuGbo
z5vu&-%=TNasV`%h4xH!s<W%@76~Fc>a?%~+^uB&~&m_5d)#3=?(1A{dIZ6ChPf%)(
zGgU@)l%$pc^Tj)llAKcxn#-!pY!2Yq%Kbw|y*!3*ekQ~p%Rarg>};ok?IV-7IZdP?
zbRyXbF|;AOtSHwvGC~mEkpE@P>1_fY3P~dv;Qsh%#H}I#=aj&bT38p<mXnY;>jj1j
zQRm%0`$xTuywbjL$fNq!`=HNKv2To?UO7CltpRa--*j<ZI(reNA^Q|a|7A)w%uf3^
z$>+&K7ku|9a&&B{G!V_!ULaw3YxE3~!<ct9L7pLZ$Rd%EY7=s%+_3~KuT5c?j*jCq
zN$uc-`}<p_7th^NmABIu`DsUf?s^cAlq%NTk(vHz8OAqxf%4(s1Pxy<>AQ{JBfm91
z&il7d(C6{NM;0(m?!VGtdORkR&>6s3#qWcPwwrZb{-fJ}U?0K&cK63hoE?Jt((-CC
z)u1*XD`h$;P|Nrz06YZ>BEeE#q*rC^`ZZBskH)>O$_KJ$v;#$`0>xb;eQF9JmHV}a
zC{nM=8Fr03Tip&ALaLlgl317c6NC8P+23rc?!68>^*Q9-vmN`_&%0RS>-enKptdHG
zS3l4j=e`)w1~?Fqyyq>C59S=2M7pe{$pAN6q!_3%TkBN<GkVG6e(k%4@UxnqcTC~D
zbjubPtjOm?n53FLU(OErTduMZwvmY9exHho7pq9<fjBP(W2uy}rnOmGii@cb)j^98
zDJzs|7&LDy+iZJPdH-ht8tMu~Y($v<)_;Dm?=8sM(a`wgu)Cc7fpocBjKz}IMZXBe
zIv|Bl5XGWM2<RBK@Hk3)>h{6~rq!n-yFQL=@W4jAILN=NdbdX=^qpNRsgif_Pgz_8
zCO-*ptx&d#+Fw|pY(0Y&#!EYh-HL?zhMbz!vqQegU$N@HB8Vw|FgWrLVH!+6379by
zSzPR{EU!*fH`K{R)EK0e+a3~4$<u6ow<KD^)9_09PG@Uz8hBa0E>=-m%3g$c!!DA;
zZT7dnXCT%909VAV1R|qe-g}E-*4<pKG*ZKhb_NgeItmI;Olvx~%eIgUHTX64m*<Fm
zL9c;<JuN14{<o???GprcR<XTYk1UbdWiwzYeyaqPAON@}ASc0z@%v4VrAypw7cJQR
zEAx+qU;O`Qr#1J_PMoNY?+JK|lZvHG-GEbD66-tS1#^Hq;3##O#?-JJM0}LboYG}!
zk>-R5S70n!#%;N|?vV{Jk6*V6o@+}=v9WPbT7*E~ao=Pct5Ws|o=?u&QfNkm5~&=1
zzEQ;P?zFqELPev@xspQ)j4x?QHSUKl-B&$Idrb&G=aM{er!L^jgX^Ud^81qr=B9MJ
znE`e>7JWy;<>|@|jxuU8Tw~6Q7hjA$)QwMP#VGH^qI}BHNeSb7lwR=3NP7rK(ebC`
zNDxZtQxzp6LGnN+8IJT}*^Oy&Wlf&*aNaBE4>#r?3eq?{T(lIn<iZZABwv!KyRJ2N
z5R8h3iw%Ku4cTQI=6Rkn9YoZG<1w?&kZrOXVFtM^?a{_Fev9JXTpTaOgfpjavvG6}
zFL;Ys1l63fO;<wNqUx-+Lbd?=o7c%x0c2#@{z7Z76?IVgoMvTeSCNeu++hk84H-k?
zV$HuD0*9k=xyQxU&O+o`FE6DfP{{Z4;S?std7lqlEy<s$s`Ao`^qb>>$IhfjHW+uA
zXxCLDqjK1*2q76)a0&pM@D?ats6zQUcj$rr0C8vsGAr+L-wS#<5sI@YC+kvoIa@La
z&RGRAE;q{Af-4L1igb@%hunBO?vF=T>KJTlTE81zOmZzj2xByZb*cxsG3_P1OMW~F
zQ9q7gKBLN*wQ7=K_M_;qcZ-kWG;b@;b!<JKvYu#VIeTB}^xO^6Dq)wZo>(&HJS8UX
zIldr*#A~|#JmHd3?1O$W6IZARd$3OOH2Y*mLt;Ih;S&>XRWB3cCoVt!Bj}Z@)2vc^
zDl*AIE=Bjv!SDg`<IoGlJJ8bX<BYz33O2>eqyzd~x)C%f6G#%%LBr%e$peraro8*d
z&1-`<gf3GC3SXRdStM7Gd?u5jk2Vr%X%VEd?8sP*<tge62q{|n^$<nEpwdoD3`>sU
z+0jU@M9?BHmGJt*@JeIfrT-bbLa`er9X|yKKjw{2&f0mhKk#rG?^P(45@>g>`#NII
z!<HYLNQ%AUtg$qTk6_6k^}=YGT!lU^nr5A<xbb1&=$6~pR@^uj`~6+UYGe8Fj1A#U
z*WY_fri^iwa+%T+0dntbM!q;u=)}AJgY}x{)IwGe$sl@*$sRj6Ft9mg!Zof^>Q@Pa
z<O-5y4Tpp?C7kik@uA>D86;bSZzSp2>ZsdelgCDu-QO%{IA={6)Peo{02S&-0NGq&
zUhi^)->;pJC$Jb9mCb13_tM3HSw;=tr=9kGRl<)px$h4U2Q`UGUhEZL*u81Dv%_D}
zZ`X(V1&K18b~^nzZ~Ms2ONE}p-2;ju4P(b)87w(6L-;K2)dQr3O;HeZp{{;_Bijt*
zTb#y1`SLKt7NnPT0hkw+B~miTbLWYjEf2=Y-yr~M=>r_dt8XfVL2S0ZK;Qt!)t0sp
z2*=6EVku?53Sqe4O)4jg8Y#}?U!4|SJQzYoSZmh;&oYs%r%={>B*u{xHjgdt3eK@-
z;7{3Z_2Flq{gLiB?bQh+rFnJpjq_umAGZCdK6&ff#RnI6Z#>{3LWQOP5nv9ds1UWq
z2LORMo&o}i$8=H-7M)+3OxDZWE+Nbb3X#XA(wvd%ALkGmLJlatieped`f#gqcD59@
zzsu}N9TwWwy-kDuz_Y*sd_J?dJ87i}uu49pR6U;qVFI`4?ja6vUn)_`=_YT!7hDcF
zp(AHbq-A$P9BT#re|S4V7LmtvzqHL4kGFL2LaH`jNEMUX{}=N&d6GY`)wGy(AZ}rF
zGXBq}pb@Ml&g9!MVPZG|h1>$W+uogn=`)qqU<CEjrM6U>-xTM$ZK^HCw=Fzwh|AR_
z*h?B@Om@aqOpo%Z{#x93-t=zX-@#u~>q~RujEYii(bb4;{n*s-xf`;k9YWVdk^gNG
zHHUYe>bkmhT$bH3X=76C>o{Cl@<LvJ;8=B&H&=4@{+)B6fdXdFr;rSlcznw41d-9@
z_eMYMC!hYkd<K2pwiz|xY9pV?o)9Q@RET-YJ%vVXTmu7$NKYa~`JGq8N=(pnUzzG#
zDWa0p3!neYKniFx6!S`RvKsp-Xi^NI|I$7PTo3&C?<jW7m@N#YL03;0n>gxKb7tMn
z#rtJPC!&hh4s&%mb4#}SCHwtF3ZG9OS2khY!#^1fv8eCnLm3%HqQsD#i))Vd#G(u+
zo6dpTc0~*Cg)CIxr?+3bzCCoy?5|cI{ay>3CA+GcB&AKY+$%O@ehew(RVWw++Q~1G
z=*%gz0YuiSo~K%cLlB2BsQO($v0p|#Z$*54zQ8@y)9lPmkZ+!eyY!#MwH0L<MKWgu
z(kIk65{z=<*9qz0Kq#>#3SkFEi3TtC#XNZ0dmOCI{l$xMKeuo55p%A$@Z8V$9>+(%
zys4@C_l)G<e%EPcGGH9`G?}>@fvc5@)R1?nYQ%l0IOtg{#>~0HViDH-Rc~ZpcZW7@
ze0giZ#*t5(o?X0=%3cdrx>Br`?yYS)d%y2ScyD9wD?p)iRpJh-Kc1JZ=?bUr_7P^B
zj-t3b`|@3n&J?Ka2FCX_B+4Zduj^9-Q83MOg=AF9^YG`FYMhGJCyd}Tl!3DzC`jtn
z3b{%06zE^SVB`11n_tbrb=LRPWw0~<{v5igqr4fAbe+AMF-Mx_v|^!G*N5F9l<e{f
zhw>`+r477IeJuNks-BW>nd=P;KL)gi`gs#&p~x$h=pWevvlSEnM71zlx6GZX-uB#v
zr!v)2xsI(Zh&z@V{j{(%j_A`~Sf>FeGt145Q`dRt5R8@I>?Wz1^1EA*sO-jCq0V%U
z_<m&R{z$qH%u5I$!Y^U^uIS#=S({0W1Ut)}sO234GnH%v%NNM>^=&|QBrBBI-(lJ~
zV(HFlEJ>+{zb&tkq&UOi&8U9)d@-+BFcYUSjx)l0G*Gs;JRnLvNy!Kv+<$eODz3aH
zYh@31b2n;gliC@Mzynn6!!S!ah-HMXj5jb|>Zd-fGY<t^3E^c=V`Itv6wNCS&=jZG
z>q;BN`V-Y;pE@{C2pkZ3b^g1Fg{rxBcii^^iQHpi)EHF#NU}aFplWw?wmE##wnW#3
zcB!qGbnHhsvm>p9{r(fbG>jYZVltzkk?wsC4_2CVY3w;V3@yb$D@Y$dFT4IC_k(<L
z#Ivr=D5-XbL`JWb82>pWCamnHXEZ#{7K8x@1wB2Py;%jA#hJ<x4<3xTOBuLvzB*xC
zTjcIKmN0*94Dl7~Xlx?emJ$dP2^CW2l(=h?m@z+=<WkM@6vntzv3_RhFa4Epyti7|
z=?@&jG#aaYGl_kwMYR$vhVJxa4TDU6r#T<@dm|-q>5Ukf0YPVdlP5Lk6Zw)$Pw0?&
ztX;gT@kAA}wU#dm;+eT>>l)$43cz&_ss>%#ST8hkT}<Z^SZ@OFD_l&5_Zr#6=?uQ|
zuC}(|4lWHP{vGjXGKuy{-o(S4@9TNjnG++Jlc*^1>GG8wtQAs9SvFOLl%UeR11_vK
zx`XR$c2`W_gl{5XUF1Jjsr&dXH%#+xugmMKT>Cv=)mrb7v%R#TucbMkk_Sr8Qhd(^
z<h}1TQPnnXWnu&b$IPioMVo5Oc{;ej{)u&AUV&Yh7%yS)|Bmk`j!jSVw5h=j1_eFM
zgj}qb+y71SR$Ti?)Qlk>6DWaea;Jk{<jx${o<0}EPh12hPFxqv{2Cg0gunf{_T=3A
zH50?j^(!AtYFodA`3(IUr%Fxtrt;%NW1rf`3u+`U=)mgazVT0*s*>thT=9<Vd%6tX
zO0VkKAr+aA>>Zw&slqcs7Z<00OI<v4$Z5_Wd6_Ry)^th^ID9?$+nwo4enJKfYaZ`D
z&RlVB%{YOqnwzZ}XF>1}kk;8}`Cg7&dy!}N#YYQ1o(xQmM6Xk?GHw*vnS|nNiP7aJ
zoHOYEriqfnZ58sl21Nb%F5#3$^`prqsi8uhn%0|UpIef3f4NldbNEEeLAkxyc@vOm
zxG0GeM|Ynkz0UP@K1(vl1MbPC{777a#+6Hbu`fm5{$<IB|J|JXeeB((`N8+my2?=#
zi81MlztfXlt_A<fdrQyAj(*PV$#1J(`!R?U;havd6lJ6I&z_nHg2ikK6xSS%pgk7f
zN5s`^E6$(z?QcjtCgkhn29#OE%!P(%%?|b#;c4}f)U;8P`Nm^p>zs(qYgbdyx5jzx
zt$GKJ=-ld_t#yWmL(w#-RjJ@wDUXCeSF0(1$E~Bpk7$Y04jZXVyD3u^$z=&;#WebI
zgN#0KK2Gq4fC^dq^6JZd2Oti2R({_2C7Im_CQ9({g_$>_peKC8vzpsa##B|<H!}HL
zvf!EFpB5H@3)pmpPi<~o`e*dz?3&O(ST_|Ft-OJqB8hK_NX9tQ(=jHc_I%&?nWseY
zZFA>hu3gNU&Lqj)j{hw9L?_Wr8i2T<OQvD(de_W!p*zWZczOi2yP8#3gs=%oGP&-~
zqMpcF#TbZ_EXAU`GHR!RG*HWfF;efd?UF;&lKpv9MeM!@7~M_OGnzZ&udaLXSHCl!
z-Kfs)_WrzMb*qOG5cTT~|8{kOqV>RIyhFU+zccP##-#@aEG@J3DeE|m9rkvi4idUT
zBHnv-2Tis?A=AYg(QVM^bCNNw!@AU49XADaPkp9l?DpJIY{3Su^9kP*R9FZ{5CX?y
zE|cT9eD51mhSGysY;{9@-D!E2y@*=XG?PmB5nb4r$5pMANqT2xD7D2e?e?RKG|nHi
zB|1Lb=J+m`I=5r+Xcf^#1!vl{iWfN^Ru5i({W^7K0rS!&TYN&Sbx?6$cqAh8k%!zt
zXm>D)`ph^~P;<zHPw8q5C>|JPA{Y@wR6(9ozFoore&NbT@gOnJN&ppkNk=gS&^9P{
zNaw=)Q9}@?GI=6dusvY1o96+$3&&sCg3rI3rQD(+JBb3cB8}PD4-I|#(b-@3av4>d
zPwyATtcfhU3CB%>U^)82&ZD1m-<E`a`g+_UE3&VTdcvM%+?u8Q$hlK8c9Vq5o|3qb
zt<fE#ycmGz<V%UY1~}G(lk-q_uaf(+NCp?J(^yJOK=(_0`hg(v)a;(TLc~rsD|6(=
zhhNv&efO(JvO^gY_#4Z1R1aV1OB$Q8&$mqW@>*7lh`fd9m?OTNew6S<b>NtK$f&RV
zH}0u$k(!rD3=wQkUU8Z>x5GIiIb5b%Kpfc4wEHtgu1J|Dwuc<AOm~L%vaf>r7-5=S
zD}P{RznNf;W80?UXUU+8mM}jTv4wNwEpM3*+}-J5HS6AtOGD(KKKoMv?#kWmdj`I)
ztyC?$OSrt`^y?o3dy)?PS#oH&`lt#$uz<A+{%%vc>h{Atvl;S?P2Ntkz!8?aJU>-h
zJQ(Zm4n$A_5I(WU@Qjr`ESSAtmYEv5B}t|7QSu$%hs!i^Jh&nFDT&ea<gsB>a;lW^
z26Gl)LvU@)NwTAz6W&F;M^N*R_F_04vO_XIC>PqK?XqJF+rYL&QsY%)TnpePp&OT@
zWE?1h!_jTdQaRb}{$FU&&SevCsROUfA3cxd;Zd@%uSpeDKZlm_?_+!<2@i+Z-0Myn
zopeQ_f`_05Mn{@`yqQNOcfvqbHif9j<p3}5{VCuiPt35gI=S8syE>c#9IthkB^-&C
z{!sO==_E&$Fc2@r6UIwIE>clzgIIkzG=4yleSoZMz#gRrM8oWqnPf@*4@CsNL<xPO
zqhzx`2|3V`n%z-gIf8;-XusmsUW*{j1GnJ556gb-o_t1lMP2juN!l;}IUSk1Uwg(Z
z;tvQe%deMAqi0@i6KZo9+uk(EkIO%Ru`Q)k^qvjGHkZ;I>fS1;B-PiUwbM}_86F7)
zSH0AqS2#ayk!IZ{I`vSsFOjt6+D&ZgE_uz8NtaT%jRl(61{~L>{Ab~JO&?X|QC>r1
zdbF0Oaf-CuODm^avY9OxAWW0Gw6JCV#lOq<ZvS#QVZ$ct;qo<a-}pNFP6IVqXqt?X
zuX;+V+Di!+jpghTyvV+<ZE%*v>Q)o~ln-0R%aHZ505|Ep;w7mnv|vX-0Q*nHW4I^p
z6Ee_cuz7-QC(y>dC4K3bMw*rY`j3HI5xPPIoCy@Pt5PU<q)76kWYbQOU*);A+q2Wk
z7aDYs$#9}r0_NC)CAga|x|sH$MFanM9{#fF`Pxr+*7v@v`mnU|+oBeiUBhV)jV(P<
zeeL?=)HhP!><F^3d2*>e#Qp~(j`OXWKD$aC-60<bv^!ZGrEu7ESZ)*a7s))KbW-#g
zxt~yhK9qIQQ~J#musl5(i+L?!`^AoZI)48#^LuqR-1V&oZruUv*OM0po(*IkSbclN
z0;dezU2OB>lj|;ixqIAt_~2)Y-4*-3xSp`>Zttz=JW-&ep6~@M=yjiL%*1I7Pl})7
zXAL`WB&F2s)YM22$Mmg&q~b2KhCR=w9jb#d8Z$puLUsVxwPXtX`JwOR?cyxx{I#ul
zIsaVo-bFa`{rZVh7f)&|Hc7lS7t`y|gUala_{SxVBDSiosbqoSym25ePgTIT*jb^v
zy20&l)L;2+*^kz3U%&~VR%L0%%WA;0aFdkNE6JL+i)Y9$L|0WERy+I8DwPtFS6_-M
zEfDa*PNObvGWBpXrJoEdz9i56Ca<25(^$jWs=W`ngFYZnz#;DuwiG^m{VNt_-L5gd
zPec8vYh3-9iD&wPU{Q-Z(4&YD==$)X0LEaVng@s2@PbMcE0$RNlIlDmNB%exN%W=F
zg`77Q48q&#uRAK?HW1UsKV}_1mhW)%4Zfu(0qYrcVYj#Sn*}EqyWg~m`k&^a8@6j`
z{h6Ixt4FNA^3qArnWKiePl<d=VX0PIibM|7@q*)ceK%uqikdYF8oo!I>(|_kp|N-y
z;`$>a8rE$qx_4gGA1tY%`^Bw~jr}0MN2RaUJXGM3+4F)Fg~vLV?+h8zPy8F@&w2Si
z;#l#vJGo7Sw$8PO#?O8~v1nG1)wiH2|K*r&=v#nSh;oqUdWr211dCw!SwdebjfIQk
z`@m8?9qWB{9fLj!peUAYw0A%XlmU-L!E#n0p(>tF?!0UD;9wQS&X;KE88CJ^cE{tJ
z-~&kL?Ar5+CUKT5ujNy!2L|YLisQCAi5snmZU;ZN4}DXs|9-ygZC7#ADT<-LA0aiF
zE-8)-n}@%L>qQ3bE4U3hz~s7Jtjq{_><;%0;PJW<gwTZnpIQg#ceX@Mi>~X_v&AZ%
z>z*4C(T>mo3;1?w)n(EXFGM7bZ|R3taoTu!<-yXZI~05BGNnWaVP?SDxCU@3=qMJ7
zj@7_vwYwFTlI}jii82rEd!|kBOZxMJa)7B`!-uOIt4gb=TeCDA9G;)iIw06$=1cW7
zEf?E@A~)@iD<0QYuKGLqM+P(b&XIZ7>xDTLIv0ZH@f2S>v*>8&M}XSCpGY%@0Y?PL
zeNqr`6gwBxeXuvXfsukD^y6KOxFN;au+d~>72QV?&?N%~S-yup&bmoWo-p)5fc6II
zSXHqStU|4hQ5wcwickSnxxW2sGxTN}MVCsL_sIgCodAOd;Q->gMD+?gf^^*%qhxol
zUSkY+wW254BV88EAQpF5Oc?m$&bKiDx30dHPp}T!Q}cJyhaa0)G@ma?{$s2CNw%FI
zaw%O?m4YIXgl&%eW$I1u8EHTAy~DfB?XOcMOL36+1$L{IBg>A>fiBHX&y7K`=Q%qg
zEOE^KMcYAM&TF4AVk}MWh0iGy7Spod7VF-*qfj#}GP)Z7fR%MTMZqkmk}?8*o`IEf
z>Ldcyc@%Sv{!^XNQ&^v;HpKeR6ad^9o@*1q66|Zom&W}4R!#^Wb&UQ|J9K2Nb?SAe
z$Jc8AS4x0In>7*+ICGn2tPCsUFJX^34p=TW5luu~l&s9j%BT{m<Qb?)bDhISrN_D>
zfGtQ+P;a%R(rfPjI_3G<$nf6NrTd)5_h(&dgk=T}lc(9aHU!~^tj?z&Wio_^Y%DyI
zDXGepI+@blk}(X34S+q}#mnM*hzYGl1%;TI(r(GM39o|91uvI9`+7s@xI$!xYIvN0
zVdf_7-?PJF+lcHGe4bpo6rWBbWR+jUGkh{1!x8iRY$IYhwe{#Tg^wZ@Qc?khO~M~n
ziB_Py6ri6@ahT2J%?=NP%+0I7fS!9Z2+roGFdK-)N^AxSKvIpDksvP>@Op?`DZ7B2
zE_-%l*IT!xcN|`1%)LYN_szDR4V5mzEc3D{2ZyS0ASe#e!=DY}R?2JwjYDB5G0W<m
zCT$@&85r1$tg$`Xt<cLI;xA6nylY@pBdYS)==UvyPd4brZO7SAwGD#av&cnCj%&)p
z;fe>CqOyG5=Dh<T2ZuAkJmjF*yq7rE<?W8GL4zr_K>TodOa&=4di5jLbE=44-0kXU
z<yc!EoMt>`R!otHQ9GZRz85B|KKW*uexHpWhj#Sv`f&|(=p$9x%|JihG45-2e`A2=
z5|)i#47e<c{+d8Kq7|s)71y>-gNWmM&kCN;7oKYpI&i3gKCEc}mgnve^Qw(Ko}^*N
zsCPz*mS&5&lebE%Zig1Vbh(q}04HRfdu?L%s>9ruYZE6<?BqB1PTG!6+%F%7KG{+I
zahg5-d(#g7)8#v=J?iKOAAS2>d$`w~{cZ{JY&tQw&DB?$(uM)Yv!LkXRpoj1?(@!W
z5>y1+B@u}UFuDg4L(->DqK=uz_yHZ6iSbXSpSgBaS_eLz{By<A*<P`8EUq2gS*;0R
zlrPOKl_IjV#j?eQYH9z=L($2pfs}O=Ua4rc%5}%%zUz;fu<U!Z1_`?y5%)E_?k^-`
zH?f~4mx<GdT_>+AO8R=9!0-<80Ac4s;&^H#GR1zf8!FZe42CPPeuv!dd#5wPkGNg)
zhN~ui!UD9!lCJR8?WSt0N`m=%8#w%Dw!yD*l339u7*v_OBePDk&;i8uiF-m)JaB8T
z5O=WbY}E(>pt8tk5#{4kA3SSj@&*H)Vbe|gBIP$Z<K=$R27-n={<o?d$(Sj?p9y+S
z9|}WeOY8`-M28c7GgTZr9{rs=QnJ)MZGq~@;wh-Mew4O#LI3bnyBmD>*p7-49F7N7
zQ0`sYbUjCvP>yG03H_!tNeFyXod|BTWzJG&>%;|H4<)Lcw>fK(?ZWjHqpS}B<7}qC
zWgv9)n7@b(huvD9Qlcvu>N}MyIR$bnxEuu}n?7ME%0h5v;nUz^aU}JkJveAfeF;39
zLbs~LFtgST8ZbMy%;`n7JU!8uYHU>_7-Ts>>E_j^Zhh!=Vf~Fi-G94pIMV5-px26h
z@Cr#{g5B)eR;~<Uo3u(7@=w@Ug1fH|EF~>Zh4LK!?O%V^W<aB;7AIy0u$B5?Eqa9J
zwQ|^$Omesuttx5^dCE$0JjO3VuEi297rgeixZeA7G12`k$M&7o+6DV7H<epdtUZ?*
zd*{{N;d1-$bN*LIhKG8<ktS0pU~-4A$tx@@z723O=FWbdNN(v9f#D5fuk+DT$DXJn
zFKG{kJhag8f|<P8U;5JIN#-L`neE5!<v<19-la1iVne0tljCa8;%`Vr+5+N4ngWU7
zOlD25)`?TfFG;cCqbVbf(k0CA-~hKgX*RUK43uL<dRaTSXwK-EuRpXB!+3ry2#C9E
zd=3=o_~+!dAnoc>Rmkd|BRp7JJgCQ~D$4sh%gyaLb3j~Na1!M3t>xju<*@`U=+(Ka
zpxOKA=}&7QU#uOs5+42hkaZ7<Z;Efb>`N8tz*mQ*(eKfvqYENNG`G;zGrOnQSy`Ez
zCdu8o+JTk!%`lCEGk&t7E$XR4MA`iajHSrhDFk9a_4z*eR*huIVMTq-153?dLqzof
zwU}-fyF=+ezx~kTyPFp59q;XE9q&brIJ-w{)hGtS5@7;);#^NB?^_mLw)vR|rsm}e
zaeY&PfQoq%Yh7-(Q;dt2n|XCD&u55E+^`3x6=62vz#)=(q!IDB4bZ&8{ZXj&Q%RO)
zB#y;DBN)U5cCL1?Mbyq8$yEyW!S^{gC`ef!^2NuXu>qFijr4Iq&(raU%4i5o9I_<A
z+Ppr(g2eU<d-$cgZPtafyO}3{>^r{f_tOIN5Qk+W;Yra}OJlQwpJ257;jDJSlM0Ca
zWc6XEO=dU7Hs!jM3@6F*T+JZuoM%n4eK_IdB=ifP=*qP7@ud!U%op*V5M`>Mvl~iC
z$(Z+Llub+ZPh&_k-Ib`I2N_}$zt6Lh%-_V|+=0&U!}ISYAFStIM3gM!NE;gWN@FS5
zjrshb@_vf^>3ZrAuLx@Xli9fDMvT*&$b&T{eJ>{Z)G%N_@}SG3{M@@=UWVRVMZ{Z+
z%a^hR1KE8qc2o_#WGvE2mx}3l1pr#{AbXroj#|sz6VU^Nc~w%fRBBYPUFa{;#>}V!
zOtsWt0_4ApCR(%da-$wWWwPPUR<$=q+*3u!QxcQQ?@d8v#ec=J_tU4?lqW(n#q4TC
z^fc|HM4ZZYrXa(8sCNP$1-+l1$18q8w>R_eRa_M0%){DeD-R7Wjd!)Im6pREziHpM
z@u$*Q_=oB71z&v?!Tym((Y6I_ko(%#SI9$QK6YY?+Zg5nDIaBUwszqr1D*P=;A}D_
z1{Q$Qd&`RjFOui?3cE#ykOv}$u*>vW7gP!t&y@ZdRK-u1?p1$$Z9rV0?2L+{>VTVT
zEiU}oc^5lUz)Vx$-gx%I;`0lf4rbmx7<`a<r}pjdp{KjvMTh)nfdO6}Q$5A+<Zm3-
zxAL3C9(-tkZr15B$HEozZ3{zUE7q+$k^SA`%%e|lPVUTi@ru0V7L|jQ{62NQE45`j
z^)7m#lEo8em^Jx3I}&|s&^y4`nuO81*~Rnyc(XZb$-(iass+)6kFP`*yk;CT_I$aJ
z_U_@eirc?d92!3~uG+One1F!t4srHf<**1bLR2GCuqpli?(9F`L+0Ja7bMw_WA;d^
zS;d1BR@>92evBc^kP=cuiL0%NHXNPxWBBzYxTJdGb|lCtO`~#DN_&)24ab3GP^C1J
zVK7`L3}*|G2qUo;bnQ!4G-f}mWz8r`(689f$m3sv-7tdpP3^5xs2kG`G>9DqIx-I8
z6=hsGtUx@C*m{9D<4y=;4ja}Cq+$e>869t#MLr@q)?N|6B~0!^k{vwt=cCQ<W()tb
zK%Mix^zApS>C^-lJ$N`FgM2*M^4gqHs=vtdN9RvoKx!9VsrOTw4jTso4Dqn;y*@on
zls4ReIv+pW@1J;FewjcWXYV>?p0e`aRiQR+?V+5#{^T(kg~P5JV}Bf=!&bxZcS7jt
zvG5{I3C;W-I{OL$0(Ykzk_ZxU_Mo|GCy9tP^CS5c6@VZQH%saH3)`Dl?}kL!!;lHK
zu~B9!9xU40$xl?`Y+XSu^m#V=rn%7bU%tsjQJG9x*q@cZW*W)(H~D^C0%)fPOH+T)
z37G32Rz5sXd@F@<5c-wkOeZ}|UI<*KmkU1m_yuV-Ic9$N#w0zow?iU8SFxBynpG8f
z4)uLJ=>N~Xiud)*vl!qDjPBuklxw^+NsRxM*t(#dhf5+eFF%@i|2VDPS>JycbD|?5
z>fHJ|6*LDZZJfXNcgKddxk6{t!fk>v!p3R85OdyV@Hk(w_xUkY7)p;W9VqHoNwiBz
zPu6WywW|XV-Hzpaio(o;kjb`R-gc)EWvN(H-Ao~vL1R9OnkeGUtvvG;zDv<s*(-IT
znSos@njWMW+o_i&vW7q487}n7gTlVSo$~u38m`(}V+od9!&jKru8j={9Nz-^D2&y$
zD!mrOK!7L2t&V(nBzb`yz{Pp|@ALPGf6D&B&gMwt+#>fQw(!c`>AWp=Ughpox2^fJ
z<hx~^q-h^7aX}Hn4gyDl5TH-x1c@A_#)*Q@JMlf_)=*A8mzzm5!${w=`=@xzNc;b?
zo8ONV&UbkLm7J;)#D)98|Famp8KoNp3YL+?sHO|=qnWR(j`$*91dJkBAE|XzWVch2
z0Q|RpnUvnE(liH_D`>VXoCG`_nR_E>cgF(c<IP09VKAr2In}<bwdawfwbGOteCKa9
zC3-w9+kvl|UiWv0{*=wUmY>lYd^)C7RM%`+N}}evC#RnbOJr~>P32akl}a4lZ<Uvq
z6M2`}fpbbN&vuyoqF&$E!QppI`!ulk3DaUduTi2jVjHd*{uX`;GdK!bzFXU1Y9uw4
zT>=e=(U*4fz^jSGet%s%*!evC)c$FnNC9F_UhtaL`7-By2AXyTJszAn)*m3eN>1E~
zR$UgeSE0U{ulb@I=5p5P|C~vO0n#WAkt4N?f#gdpzM6qNU9c{(M!qC1U^3Tk^w38|
zGG1x*cFQPbR-p#q5!=JmQu)D}zR9#yhKp4_x9UpsYakCr37ACsTg+5@6^I`BJPwq#
zi&qs|sb!o(F~o}-1GoWT;mc0Yig*En%fC}z^Pfd#q35@z`kH~#t}9XhV+e=ddutnw
z@&4S_s~`LQ`|Sf`{8C0P3iq$-<P2`*vkoeck|-+-wsJzKJBCWYLwQpMoO~|-$1XAX
zkxEf}Ztbm08`5nt*EP48FwgE*VU-koA3z?+aq8L#FOBex)4ingf`(%Qr`b<_OsCt)
zvVGXlF?Kou6}rw+vjE@3Tc=y{=f@*Qo<v+=b0c>T=X`$d;rQEt{?Fpbw`1$ybUs=5
z*OBC>)~n!K<&cC?Gw>?WLTQ6Yg3;qidx|8(HuPn?lJ?8(&fJY=)=vJ}39*`B<#z#p
z3aC6}O}1nP3Th9#$*46r9*l5}6vZj>nUeRap_Z^V+cJ+lm!SoQLUucke+_}LGenRI
z;alMgkseMKYam0|Qz#trcNLlAl$T?40d)BveGoqTtr5Lqp(8$x$OKs7$~5Sd!ZeS)
zQe<7gJttcw&rOLW!XOY^D%p;2$je*AF-)n(6qe|+8kxwY?<O~yl%Cq(T5>VP#N1X^
za1AMCMS}((oq$BXBf~fBZyDDqbp&@e%08l=abnu0xXKJZk{!#B>c=<T#2ZUZ+e&JC
z2-nO5z3qQ~tP1a7x{W%YEKCGdB_{fd!;0Fo(l>NzI+8@x=4^Y(@}c0zE=v`SB<NTo
z`-2`dn3vn}u0&6Y9gtirV^g6`u-FG~OEAlG3jnM{f~PD!?5p>1{Nz=+6JtW*;mZ%$
z^PS;Rq~T5~7A5?b=gNjLK(O@_I=le_V9e0WhE#Hh3T0znN~AcZ;=1h&sWY=dh_mP(
zjvN{WAlc#|7Oahbeed+Etv}9ZdN%Y({di6;CKruUOOeecz0I?MEr9kUDS3~Td8}>C
za?N31FS&#brQpdvgy?$uKq%CJmtPiP!}}rO52biDJ1SN@QaM*5sXwnOuaSj&-d%V!
z;rxlu<^?OEd(rig?;c+ITNRdX^>udVKb00EMcU1KJX^O<{Av~SK?i#B@wmi;4@Se!
zYQ?RZK_9P`-Td+-eAiuTm__dY9_|bo>5*?|R7@@!cE07F+EG`u3T|d&P#{)2=lMiE
z+I{_j*)Z|Yt$>jCPR?L4NT+?N1~DQ%7UT`_0E2iTGIn!pEb@}<LXZzO?iEWdzITz7
z4s;Z0#IVRGpXDp%UgE6_{cTR&Tqsk>8*>M$q^}k7Tn5WjRT4M(S=;=Yb-xA_3_X5m
zmeTHqOsJh<OC)55ES}Yuca4Y(#h0nQvdr-1Sp1&GIuB(ohGOmP;Rjx^Lt2pwc+I0!
zocT25#YBQz5~u)|SZb0}<xiu-Egjm;rJ6*FzpJn+FoAt?wnef-@WkLY8W0(Rju@0E
zQohUN4dxAz!JnL|il=z;00mzDESwUNAh>8zRK?KlyM>&1jd>F9yhLyAwEr^7my<Sw
zXE7X_6gNgaNx|3BY_CQ?@Qs>UEn3D6en9D?JIsESNdYW(RnDV-LVN<Q1rnYTUGMXW
zubgLdeN5xEO3ExkoS`3F8%=LGcHil7YHG*v|131dw!aHgT<YS)Fa(BNpW{fzSe=5I
zD+>c=pU7FsXy-3H?x%H=t*S2*C@Ge9lebxco6_?lX>-+4-7lCv)^c@|aEp}~%~@gg
z)KvG4y}-zQ7`4jz&2nnBawCv9I}uzWh7S8$gd4sb>t5s`{8#`jVZJf?DrQ_M;Q>su
zUc7+C$4K<EpGNnurac<VdITRv2#AW3m-K<E@?!%f#@~2z|8#KXeffn>{{Yv8fE=H6
zTUM4N0hc1PXHqF-)exHVrc$CArw9vXLfQoSjE-)M83X?=)cbbi)92O*(<?I=N~E_Y
zUNO*OH>+g~iSSklV14W_c$%Fh4&+`rY29_VH*%1^<oc}NE4*k{ULxMq!Z}L#E|(%l
zD+8Y`M#Af%Ma#;a_*2kp`r%;yq9gZ@96FMIq~y<@TJr{~-WxJcPTkl8oeupnfduXC
zCkI#!f@p=B3J%5DIf2?3pW6pk!Tq4Vu4;qv$GOnhk8;6>sw$1HqX61e?D+E`t^C6O
zQFQMAO!xmErzj?pMnz<0WfPT<7GenRIqZy$q#_$5Wfi4z4kgVt=fl{UA<ZEvB}xvZ
znJG#|#9UonmqT52_<Z;M5B9@*uiNwWdOjZa`*f30(v4NOpzS0LksH+&%NR>4gQ*h#
zkGQS!rp?+w8A%^}!q9prl9_+<WL#VvPP*Y#+nPURUh|TFa&GaWRjX2BGm~ej4Fz_;
z&|ZV*!5?d+SxjvYAr1x3HC$<_@eCHoSA36t4#af=E0H{Ir~k)@CCDq-3_C0MY+e=_
zyPXCADU-dEkNrQ;9`yV;^wVtnM3-Bx_m++q<=-7{>Z|Wb-{~>t@RN3G!Yle~sh$Ok
z39~}7Gg?$`380;rVV=rL)q<fRaE)Zwclx_>2AxSQg&ti>Vt>wJ2$$l|F2ng)AX*HP
zLU2Al5Wo$)N$#U&W{RlfCbz!e)1H}L<{8EuAXYk*n??v`soR7=yPPX!j^N<s&k+os
zhE!RCv{vvORkvS~%CwD&KO+<Y79!7MN~i~m;R7Y^$q|z4p>|(ew$GmzLH4!?6io=E
zfwbyT6(<v!gSZ{&r3(CvjO2&~wWc)IL-bEoJt&71YJ1a=2Z$mb9`U2)Bwf(qI&?)1
z?xHniBn-EN06`tb)9xgig9>E<-6<+der^xKBc9a+72=8P`Qsbe6`lv+;C_^K$C!3Z
z8y9&AdEgVPY1R*E@WQ<gqEL2pCuCi{JJWQ%q^TG1iI3r+0FZ%;z*t$(xf`8fE08bN
zi2`i-jHh72vAZAHqIU$(QzP<D^Q~cJ|8Rt!<iBl6bg`X$6zo4#Eo!F55ENKL)BuKf
zPcY(GY#QF)e(NZX#uGu%&6rLdSTN9@M4(nPs?i`5ENcjiWHVn}=Os88om7V*k#g->
zgY|mt^PjXH8fMe(ezt{)HBk*a`Q;-VKifqgqzD5I0Plq8#4ih>C?Acs$&r}AnKt}_
z0(hr6>b)3hUMaao$`1)%y$S0Et}C%;YExbnYDM@W7V}^RtD)f=cmhNnJH*djnXC~u
zKu%B=n1v*V5P7^vjy?4KvD*QA56raWv@C0i@4m9v{ndPcQzb!~0Y<GkwT3?aWLo#H
zCzquCnRDGc--oIL3#&QMP!JXg+_B(Fw6R@y94K89zI%P}_3Bkuui}|qLPyN!%7X)I
z`BxshUq#1WWmG!eA7Li^4#7ES7>2F$$s5;wap=13#mRer!OO$-jEG74pNHkRkzKqK
z`Z~;)?PJ6}%9z^0m|oJF^t0)1+Vf~{h-wgl0>EZ?6TogtH&4dNtC`n9OjpeisHW<J
zHD?;6qPY@VhFg|Co@Mb|#)WyK^B8UqBctZw#<&42!DS3=LcTfNHcug?plQ*rSZwod
zZ=XPn_a1KdhKXB!q`%v73;56tjy!W>AmUl22ayS*(hTi$DI43}si=gdKXmt(U}?WU
zV$y_g@|;H3e$~vbIW%4oSUkODO#s`-z;MXO%d1$HU!PZBUxeSZ=LScIv}yvdoAa3v
zZ8#jhe$HF%MXB08wTWLbbTDFf{sJa2<Y6SQkeDMjJ-iVktCB7lkPx@XZX;Qxi&<nl
zb7|FE_&I#KU&v@MkgCY`bmQ3n(Z7wzNWU)>70P+*!sN;hW$RjR2w$Gjgw$8HGQpFI
zaM6F2g=L8O2CceR@OkOpT0-5`Qg)A%q|n~k?cpITy*ul<r>YoYSc~|psYTHueCpfA
z-N~D|(rp-%@DJq;ERmqSw|S!w2EUT9+YCztWCAY*@&y_W@hEmWzegD+ruXFtCWOh;
zhKS$pDrapj28xP*4kq#pVtFu64~GA*gq)4P!>d&`G$8KJWZn_8msh`H{->tB<Hz#i
z&6J;&omVfUt=g9U#7CFhv&Jdf*tL}Cr`fdS`#_E=oHHuhej)oc+2>d@0V6q9!t>><
zLOaGrJOcy$G3e<BofcW+dyf!s0a~~xGo<QEzo|O3M_J1n7DiK?>1D7807bZ|-M<_%
z!)!GePZ;?N&zHOo#kY?owS;&T)i-0&{M3wR;QTY3_W;N0caQaEMM?coRI~ATg7LAI
ze`FPO-Gh?zHbv$7jRnpDqiBl#uOU9!)xZ<#cUk-=mkNais#2Sj`&VZ>?M;8SANcg&
zt8dS&D!;L=eHT6GcsPFd_7T5D&oR<P9IzckEotK7A55oeQ&vkN6BfRqHDEFKeCyM+
zX3^_2-=8e1^&@Y<Iq=`XX@#&73D5J!EWx3wq@~ieU`d{pg4uj_=RdQoXZL>}5oa52
zI6N&Jq2i6tqm;-p8ts7y{~8iS+AJ^4(C2qCSZ(Rzsg;A0R$uXI4yc3%-8hVWAgQn5
zeBD%1@~li)Be;yKi4@=2h;JJ23pb0ASUY`Auw5-(IWXk%-&9E4w$uK9)=zEaM~ml_
zJ+y;=V+p(-MAn=U#WaEn(rBdQ9!G|Is_$K)AU7fnnAh{?qUWQin}XegabCnX!JY(b
zclolGibK`4BZAhB7y^h`Rq_y9yV>Ed%-h9ZBnl3XofZR`XnkU;+eTc3@>y^=-Q}DN
z8D5CE?O}jk)5WN+W@h%`HxE6M0&Et<vpX@|M_W@!%Kt=4)$!la_NCi1=SI8_Dg|op
zn4gLtr|t(EF~*oG*Yxb~?|nqBp##sTjD+u!ZPiV*Ua5!+8%R|t3~;Z9Ki~NRx(2`6
z)UfBJ^6uGI-4eGG4qUJ~gKOystTGIYz++xPZm4pKYEjBVMJ*`Ox2#Per5b#Atxe7a
z&3Xr0X@itOX4HIyfkB3~x0?-2+lSuO_OqjP|GO}<gJdG776;|0nw&*Ay>gDG>(IJt
zeyTLueL7IsYM^{^;^b{C$~9pd-j0ozVUH{KN~bt8YoS(&W+!yh+vgH999rH-a*ku@
zI>0a0Q-(P89jQyTn$9e>mNG;r8cQNm^$D5gZIkcjeD!#3O$esXO~x^`0sn4ttCZnU
zG5PwHt_h@F0l%*?eKq!<o41_RMe;lRoW6A^*6z|TVk-J&$#oW3%<1E4`RxNxDKAr-
ztGEss);?}&`0R7MnU3ejBg>px#g<zM=nb~`0&HeE0k(3kIyEHOHv!^?@(x-UOmQjf
zX}BI~z3V7t$#$*z*EK(OdkRLwAK7}mGCqHQgZ6!m)82OxN}oqxwxknjzNwwgt)ZID
zD*&xqsz0~3pIjc(Ib&CvA$8(eCOjSNzGDTL(3|=J+(T16VTb7{F3VsHtt4U2niV>I
ze?J%SU#B&;M#E*1*3lo^&OSc7(ILyo<YIpy?&>LuvrWQY)*(3y4D;ZB$?5aNS`PUg
z_A|LHdZr`*DT)PsexHfNI<b}pfwK+%jh4WJ;|2oI^?%u{UDx>V`Gv2C_YZ>G<;FO4
zDq}LF64vwui{+^Qef^t<<!x&#U6>ox8x8=`HcgU*o9M%V*me*pr@fB~b($2x=2d%y
z$aYE2$?AT4`<OZTh7p%^XkVsKSgN|bAA}grQ*`YK*3K%SHBvOoo{}5>MXg(*YoV%n
zU!rR5*9{ZdDnBHsn&$TqnAANYjln~oWegH*uD|RMJ1kRMSCZTLW5m0j0&%^l56uLX
zv|ArSUvv%iZ5XhtBR=G|&4=GbQ;59uwT0)_mFBsYEj9l&#+G^+DY_pV^?2AivHyvy
z+tFVaE)SfvZizQouWq6D{>ROWJ6FsNj=spAT)ksVWntgrnymwdeK3(@o})H|{o{l@
zAu|Dd&%Z`58I-8o@G3U<jF|QBXRNh1?##?~A(>9m!6GpM{?u{z7f_HMSoVmY{|WmJ
zd8PUK{h^=z2claNXB5V3zFW`O?4qRPA6)mi=bLH9?JcTC?@cEcpD{Ldd*%=&gx<<F
z;<}$`L9*nHH(V=t+#unalRUZj*4jRAE^RU$4{|_PuK)^C=(%mEmqLiATh<QzE&<Qf
z(hYoEm{e8uXuh63lv!%i)~Z9}7SS|4mRcCqSmtBjBJT>z*V!7n@4WWBC?n_j-^$2Z
z9@N3hmy{*OKyt8LL1{1FXBXA(=jmtCrw8Inw!cQM$mk9uqr*WTUMTV35?1WBE?NAW
zeL^aWE>3RWvgNZx_W^o3I)|c=tJ_%(e^@yacJ33X7PS<*t5#&oD%JjWY171yiOU|I
zuYA{D_9#wsEEu1-`g8l`_|Ui4n-?|9q9%Si_U*d#cI@Trdl)OG*FNPL%=Yg3XnWs1
zo_@wl@^h<EIY+xf<o#bChz{cmHTL%ylPKMe_-S{~>MY!c7tnL>_vP203~=0ie~MIy
z;ajoGhViZfaG(1v<;}oDo6&+h82=wZsFRib%4_7^&)4oeW&U~MX^VR9skFnn-rEXn
z<6A`)-EM1de6-J+{C-iX)%UsFky2)oJ@~8m{*_afvjR`3?qvcgZeXQ9{JnKc^B(vZ
z_(jCCWzdIm?s4Xny_in38-$*pSMn3^Ls)4Gfe>nMTwjXwY``cE2}Yp`s!+U?jLgex
zzqLd+s-Q?<OL)pFY4E&`F3w4o8;wDhAqz86`y{Q$QU0o;iPIN!hNz`Oh8-<xgET1_
zNW@fKs>Yo)a33ucBaa1(QnS{4$z3P+iLx31yo0nzL;91cvbPw@P>x<m+L@==m-OMY
z+ioPz{9e8MpySj&@$Bjhqdj6iDYlm1faf0*c+Av#1|NHPERW|=gXY`Qq~dl`#xj`D
z6iOL}+6b4A?K$|%S>5@k?#pq{9*k^wz}j9Ps%pURPdMWHsEVhNg$t1XL~G5S?^}o1
zaX+Z@_h~cvmf+g@&R}gpEhS@wz?5(KL-;Ojod`vd@<W|XqnXWgL=uBb#5FCip~4=W
zAT;Z^@Oq<f9f5v*v9Pwc>(>goVQbIJXD7&~4w&rdJEq~C@?@m+Et0mmY;}B>Vx{2D
zap8^zq1-Cry@O;-z+8PBd&fA`z({&u-VZiDFdQYElMD14b~DPa_tLbvcCEW7?-5o1
z7|Od^nWb=!QiRgx4&_f21%iBV4S4whQ73vaO;||HRR#oUSw^VW?;teP#J(=uapQh(
zZ0_ru2&`bcI}H-+ILR0@K>~_qi3&nsu3AoG)FHM$o3`Xx$aGR(W|$|~2?EFxdzdeP
znUR>CDm2wSBwy%W;*jw=;a}L|ENW>S4;GcayZN8YRO4`-;RA1kaX6%ryTn~L#I$AV
zZwmA0@apYTYe~Zi=lzaNyC1D1DYpMUv2gTU>h0xYEO7$S>1fa4<CanDeHLp;jZ>&B
z+V%~91wSaoi7tH5l3E6^X4c=4hs-W$T^!8IZ$P*sEBh;J1cNrqVg0ii@fPiT@UZlo
z)A$RZot+)w*M^@&1k+nV3YHxjc*TOp)0ki`Vm|WD=$orNJuDRb<$LypN0}Ae-v6n+
z0pFG%BH+}XtVD)xHlOe^)GHL-ayD*Nu72XR{gevjBVK6B?V=NQ#|56@antgjNB8%Y
zojx+-U=}ShcTAPoT#Qd94O}j+*hEZyh@fAlOI~ACgG~p<Q*37?+U_nv^x?2$SFSIV
z=xK6X9dvr#ADUa3zpkkR=aO@{HFdz-L=}Bu>|NA)RnocCy6x#;N8jpk%Cq;rFlU?f
zTgih*BIJJ0o;!Zq?fde7YNs}j`Ke%j>xyZyZB_M5ySFO9Fns?Ql38T{x~ZcfEcN+x
z*303C^Sv);QTKFict)1_w&dJ)9y@Ivo2dI}o3m;bCk-{XteU8le^+EG4JVtC>IEQR
zHC3WeD#;a@1L(6DA9o<};HhLS%yl9tXER*4{_!CARUO`&Qsd2n%_!lNx$;%j#?5Zf
zUE=gpgogO;FAVkT%QtXD(WJvI|A@n5t*OX4gPh8u2=m}kkZ9PKeC`P>miK)9(s;lc
zJ<<=ClzWHu2aEny*Oo$)!~GqGR2krv6j>-Nk9}v_;j{I{xkVk?o8`9Bv-uf^73!{9
zl-RnqdD=2mEx7YQ)S}Vpgr*NTvD%V(51)mFOlN=!=N_9{z`$|BrR%_TL!mcFsi9ZT
z(GY1Y-N+i>;P`^C`bpuGT9UHkJ0sU<41nVR>}Lbs5#On*N>2C9muC_uz6^v7KKQhm
z%dM@y_@ag<s=eaSs-uz!{N%K}Rw#e9pm`b&`NYYOJZ*#e{5{#SA*$ia_8vps2vw)A
z<L6)4;iKsJy*MtM^Mf4GYBX*)`3)iE>FU(o8c*V#-_7c~IA|huP24!tGNOsZ7h_G&
zRo`g|OZ>d7pY<XBITplVr3>>+#vTcmLnAJaRa7ls<$c+MmRxA!^tJzsuM(##<kqhc
zwJ%A?ibX}EvI|(v-sEm{aq_Vm!kIK%U2@UrDGTDeZY+ovMesvVL2Q?b98V{BXw1fm
zc>Z?Uy`S?2j^br!D_Hees@=#@2NiZ@a2G**%@3BWxaI6!$Ey)s;I^d8TNmu@6L_s8
zq<H*_OTU8;-CHM>u^m~0A^RQH#`r)ryM-L2OQFeJ{7x*(VsC2K>!Haj+`V-*ypb)b
zV{?Zrwd1X82X^=@lFx0{G=;;RycSzJOg{H4eD3W~>0?JiNw6|W9S0O|7a+HNR*auS
zX5}vvcEu?rwoTV{q!OYW3ff=Nqrs>RJD^$hf%zf$tko-*xDvO3|B9^kuAE<f#hO{0
zg>b3Z$#T%2C57P9Yx>afFq(diLiH=LWlHaKwJGOy`1%KXQe48^Q&49e5l&o=R07fr
zlj^mFAWPKE!3in^yRTKhhE>kW`Fn5FPv|y0AUiZ@b@1i$v*O^os@iJ-VnIyPAhGP8
z8#+^wA?+N;W`<bB^CYbyB<56aFe(@88*kKXdaOc3uL~p|4EhuwOK8Ubq}y1_u1t$L
zRwyy<VKgomD-V>{H;J4`=}_-@&+Zm(!jePPNAknd8Hvf(FwQg|+%zwF^V^iVdg(#U
zusFJm-g3(X9$8L6{SFt-jgg4`F~*f|YO!LjpL=~v9v?Q>-)v}w^TSD}Zrc@ZEFi7u
z%-XEG($H^7U$`+Gc+`h9lH^pV+?Hq$vtN?7vkum0Xbuw0H~~1Hps|rZ2TIy6zD)u`
zY2m>34GIlHb09_qVoG<+c;K;M#^(wF*WbCq;p0_8S~J(Z(hB4IxsRbV0x~p)+gi*-
z8b(F9sL(&6i?vl;FP}Mcy=)yc)SDJXTejcv2I{9DN^e6}x&d3m(7OgGtPH%?+`YKA
zH;iih<2B&k*n1PJ_wJk>NPJ@&+j=$ZG%@-6aWQ$07t6|M+p@sS73$i3KttK4br)Ky
zT$S1c_Xf#sP~T$+Ucm?dGppC~0_(=edXGG@-cY{TH*13?IFF6J%4FS8PUe%4AwCq4
z)!ZB%I4@CQ4`=7%tr?$}8U|^-YD)?5fDKMkw!C17U!PI6PR?M7C>YWjJW=%~Ag`8k
zq1q(um_f;>R;8j}`KIv`|KpVFO<sgeS^JmZ*U{0@cHhTP{0GEgQNl%8ItQK@C&Mb+
zhpi!c`ok`v$?hy*FQ>)ReQ>ydD0|Io&m12~C=V@UOpe#e;9+#ux{3IzkjVOyoR;F)
zg!QGd^>?!HT|-rGY*p(Jo?~^h2q0yX<TVN&>=?e80pw&W;TQ`>oWtbiZ%U0PWjzgR
zj{W>Gx%uf|4zlkj1}>Lc9s|U;KUc=*<nVXEqD8IJ(V~X%o?;aVdw3S<X1*+>x63!a
zDb~P>YQ#0DqxPP`-cur+M9eGP=KdG6by~!9>{A^zbVG!Z)Y4i_#Wgw{i9db(<dJ}%
z-gi?kzw9mZ`?2Tl!>^ZJUA}buyW<F5G4qdfXL}`dM6#i&*Ai<mh7F}a{Me(i5*B{%
zKAuWV$TO6-#q(OYRlLMn-4&OU{mxfUMAc<JEr)8pvH_gBN>wsh=I`Ba8$v}&1fzt=
z3kyEpeu2afCoBhyh;l9%yYFq3Rg(H+8vCv7hAma8sBu+{%hG$z+vn^_G;5tJ1!B4I
zCY+a#&DW`=Xp^5AY$Wrde@|=D_ll5L4m*4q&3Xe-{Fh$3P32wtP&%MbYyKTF5cD<W
z$c^r}ov)*|R@lZa9}%E=#?H=r{&SbyI&JC$Y9KLWnn(Ut1Rmy@<G_XLTs}8m^NX%~
zZHyiJbV;Z^zB#<_wR@O%FMUJ%WNna~&BGm9SlUNfy1jqA+v&G^PMwHa%od@LoYg|c
zn1zaK6rWviP9y2Y(x$C1UET-o%4CUjbZAuMP?gl$A_Ic_<eCcLH|UFs*Zd0O7~2L#
zJg2G#?CeWNfgEFEFw$TcF2E6#ax;2Y>n*?xxipiuLE3*ywEU<A7Rin(9e!VHm=xWB
z_<8dX@5t&W63@!by!zhD$ec>A_~zy7`QlMHcnXf4Ev5MADW<1JGp|6lc2)Znzz?ZD
zr_(QXN6wi4xQ)Kl0j9sg%9WHFQRrqv>w~zELE9cpX970#Tt)eFQVb5)zPc?LzclS_
z<!-Y=W7@UVZ?E@sw!gd&JA8#>y?+{dtkg#Y#d?uS_+&&uUk6Aqc7E<DXPslK=Q=^4
zA3@aW6^irmUD!lEo|9BaDN6ol{)S&DiH!3@tOh4PlP#viW|otXY0-fj&C>q;UG`Vz
zy!j(;+gC$lop6foqpt*n?@~e*tnm0p(hY21NN58ThBXl1zA9d!LUC8`t~BP`@2*^l
zE5ztv=BtG<i9#J$*M$%KU`jHu4*|l)Uz~fVuO;0WT6M;``iEN9NKxBb`Hi%zZx2MZ
zG0u0-zaLFZkC-oeEej^H-=F97x#sYf11yc;ue@>0yw^^nCGymkVRWC<qw2A-D_lfO
zM-Pu5f|5WI{;usq`5B4REB8O5nnbvqL`&0KN6`WjHe3q5??ejdytKYka&zn0=mA^D
zLv7z*?0jtcM7nvW+d%Iptw&;^L|$1ZuT@Ue*Cxw;N2pHUq!!T+1uzlcmt}|}Do5mk
zax>}^=U9C$ClaUCRH^GQRj!4rU#hx4Exn<P?_w6Y7Gp=W+u*AK;FtRncU~UY@Y30L
zN|jsCf&v;`%OwlgX{d(-gIgo=2!<(1SZ#G@6mUkl9b!=aQT4pA_MBSVt#0*8=HnT6
zAKv1d?{Gcw*kIki7N%|Dt}=It#D3=;KnJ@+?}+tUMF#y>Q)qHiJ!@A@zY<2mV~vBt
z)}m-t!;QqnINnwFfsA3tF_)T|eS;uplqvj7pSCrl0r5FL;df<gf2X6TmFM?Eos?az
zV`_JEpKBCLLwd(;_t|=za-V;;Da5}Te1Of_ZSeGVA-Ni>8cfLhc=9GAB3PQP)|FfC
z=}j8ZKHpD*h6?Lj?$Uku+~K~G1zZ5X5e6H2<3{mTp(EHKZdlX!FJ_4=7<#N_!P7_I
zB7e+I{O8$Dj(2M^K!%=`j_2uT=HAe<@+$d+qUdIs*cif~(l*v%b=QA`3(dHRaR-PL
zv54rzYMkdRd}fLgmcbue5So3zK103H*07UaMz3H^O~JHo2SgHfQZ|+PB0mHblVKp*
z#nVpDcM-y|VN75RxEV#UnvXd&^hrac%WVHh(oicjoE8oky;j@0`uBfG+l@*?L&7&D
zB5lN&7m6$w3dIfa&y`fG<1r$-{XVDm3<As$zK9PaJ&G|;oO6wj@|~xjB8lyDbZzhS
zIXn%;+j)oEN7xjizn;=iA&o>zUCT@ZvnUHZWLQqPiN)%Vr#zGMSagT{k7Q2`wGcSc
z#N~9~72f@|KUNLbW(+m#8`M;HIpbz_>T0+%G%{#@F=^*SoEPh;S72ycecW>w#B%$u
z@GT>R8IGwIk6VLe7nb|M!_>cEW>!$xu;kAUBu{std%}~<9N@|`MI-B<+>&d((7Pz|
z>X6H%ioWw#i6KsCyNzNTr<BWERv`=RX<|t$wuMm=iL%=Fme-1BwJ{O=u~|JwrjTQH
zG6$om0y8!1kroxaH5vuf3(M=Bzm0uS`|wD%(>Fb&1=b(8<$baqR2~0<THcyJC0O0q
z)}E<jx#rI)njGelPue!gGubfWL>AWbhE-GNpObeD`=ek|7N=hIs-w(ny)he;b54e@
z3Z?U>Pu_BN_9XohlP)Slp*!w{v)VtgG;YwevDr}9lk?6yebh#%x1Q&8z2ozA4LMH<
z=uBcpOFpq604~OIH7p<*$;sZoKZ|YV&wd&1f<dZVe=)6VmiIz?9NF7~Jn}njxlK%-
zn?=pwEJmq4rvq`q*YcAxRf&sbT-)-IT*`Ax<(xf;0PEy==8SC-M=67g=Y%{Vy-;0A
z8&MHyh~kpWa=1Gpzad^_)?+g`V3hjEF3CP(38Ilz1)WJ<S`ucYJF*olbvxovlm0eY
zaeO!9%Ghd2PU)Jr0CwbX^(h_%?t`l9U}X`t^56PMd%s;YbA4LZKF>s7RZ;dKbTHlS
z1!TWqZXzoAl%&lD0#hx1Me8*|8p-g@^wk0a${PRBLsh>+9X;TOInI}UhZjM-Uh<Oe
zCwv_-zm8@#3Je5bwhT~=`S}GF+YiQa=!gpL&u@-T?Orm$IF6#|Os`kjd)r{j4;B5_
z6V)5)NzOz3R=qqp&DToBBg>>d62kal09ssK72v69sG^_9rQR?#KD&I>XvEg{w;R*k
zW6f^dQ|0|ZX|LI@|GK^}{yZ{S;C)JzhCy?iJ_TRGH3^hk0iRSd9e)!M@+SuuxXI;Y
zX^6#0a?)ArU$ypDmgI<NF<rfNh{=_777CEWA#wr8Fb5qs$E-K9+}$k4IwLpveSWlP
zuS1%RDkK(ChLrl5^z~Z_$w%ONbq@mqu<z}Gv{<~I^3Ca1EJIRqTF(25xQ*V|WE??{
zrCJgUWRu(N?W)tz)xd{Ypcq!`8R|%x7UHtf;_Uu0S$*{NP&s4^lQhE<*!@IYmSD2r
zrFA;g5~cztw;LfGi7dd-1#~zbTGA>b3+j-^UC6hy%)(i%r=#bIKL%}DL}QG=Kl<V<
z<`21cNIO0R5_-B;X^I871>hipZO9J0;aB!M?yHy)2h%gwgpb0+GVK7YtF<=<$WC9X
zU)zt%M-06Vx#l^lpI7Bp`G(iS(|GkCSK=Dry4$3I9RgYN&I-$HB2F@i&3l)v0SpL^
zQQ`gzpvNLl_ssYsLbUQzhThPebsb(~4G5-JNt+Z+8${0$<-vK)mKsa)I!^<*>YDT0
z&(D&Swoid+cE_r?A8ySLfWZq@!zf&`4rvo{l@t%qY#jAX&x#`WPMz?kl19h8=9~oL
zp5Fb?R+m^tspx#_tCAF>v-#TjHxkqO7k=?qSG#`wJF~?*FaLwjS^L*V!vdM1$^(kc
zuutYK`JD%BtiDsV7T)PDJ&4Vy6A7+#TMS4mt${Vz$rA+y7u`m-4F``@Qp-!=c?JH0
zW?g5oIK2+9KLyq!?0)z?tFN7fcyBvKi(o6b_0`2TucK7}H?Fvz&#$Yi;Rq<ozIFsc
zoC9pMSBwGnph|09Y_h+`N)C1$S4&|U1X><=|NOy~?Qx$zwC~-dNzuUoKq?V?y;;M+
zf(MNPMl_1BGO(MbPqFq{a22CEUASb(g#g|aESNe<3$q1#r6+wrQ-4p+i$vyb&Kg$h
zmDLNy$cYOzgEg0&{pXt#KJ5K^5KbQ&UYZC!Wgm0MC+Npttf2SS(cq3zEfv4Sam+a0
zQe7(1nuS=Y7HbXj6rNCM(26$2;I7wk3_tM55Df{-aQ~o>`dKOTpVV}iUZ%ViM9cz_
zP-*>vB`l*Zrqu&vze=ZROE(S-wA^6tuM$20q_mXJ2=;M-wzn0)>|;Ez5P`6WyWGb=
zZ#`ZvaAB<fxX%ez#;|r+GyMI=-ACrVrN~W*+UI9B2Y64)Oi&L2GHWBwLB6GI{`CG=
zNTxTb;sj3{rVR;eCO{FB9ghiG@sH<kwHOSm_H-%D>(ERoXl*U92EE2$vJ2@3n@n+8
z-1=yu<$HJWx?PzWOt1uGi3NjMD$E}A5Fq0u)NO_B)Vi^w-4VIt)Q)S&`2Tcnn!HOp
za|c#_^FyQKt-p6&@p#7*p|H$mLrWn`;-Nw#+N$nMstLD%Zs4=?OiDC%prRPS-Wf{g
z_nNLjuEFAyB2cyhLpjgTQsk+1e(tiC!{fBw790D#J5svG6BWcP<M?OgKF(IOXc|T7
z<D(u0@zI1*EWBji2lwPeoZ@I}xnl86yu3%ej7@6GFmLsHr`bap`gm~QiG!rTeae#d
zP%z%=+*-gd!Y|aUT!5>Rc$1XT_L?{uRHM&5w^o4igp+fy$W*tbSLwTUsGzu^=-;$t
zKTlc&t~QBZFZlweQg@u~&y&0SOKxcA0rFNOo+Se>D(J4LPo9Czz4L^tvfP>S9!<j|
z^FAbnuBV@~3i}dk@X0I!_i8WK;d)hODR53}*p4lHFRY&dMJi?0Y-t||Azo!&AGZSD
zi(y>Zn98gt)gg@R<0(w__A`x$OMX}LdmO2S$81Kb1p|g-x6U_YH0|M3<_kRS5pJgN
z^8=x7DhZOe51R1pRc>e6O84LWwHIS^5r@2381HhMibvHd-s|zOc})UF=s29AB+gj{
zhd(zM_qX$muqQ*rStHYlqHx8*+37RVubw$qW6;yzjj~WLM2Xsxh?8g;H3~M?AQujm
zq>fSL3D1?HIZyWiG_gYlGwT_NUVXq6%JR4b0Zu65Tb8Z>_OQo~njME@RD4Yf#FQIB
zD;NnX^;xKj&$L9l$M!+G>aUy9sHW?=%PRQhv!A!^wHG%-A93KHV$bBNPuM@Wxe)6%
z+W+0*>SY=!5nezD=-Wpck#Z$Gm=(^hAB!M-fg0-Y!$-UD<XH^23OhXNtdVLY5l7v8
z^kf=1Ge?5i;7tPpszcogn%yGHn#3^)W~e`0%2phwEM-_X7pjx<l;L_3op@`JU-OXZ
zSqMPW?84qYaN_E#y5BHm9?yF_(tJ$!%iRO(--JBrY220e<%HQvME^y<b(6H1-@i`&
z?h%X2`^2|Ab%c~|+nm6WplRG-g9Js-FurIx9>FLg9j}d;5McSibV$!mmc3Q8|GE+a
z0*_>=UhJfP*Ng6a8EJnCAw!`NfCf0jBR+c1NoW5(vftmLV|PDK+tpD(Q8O`n^UbvP
z;HmChLp&n`ycG(EtrEBU3M{NOy|LQsz!_j+vYW>?d-3di)OM8N5(^&y<5S60Q6c3$
z!5QTv<R@Eqq{DpW`=w4#uY;XrLz5~Y-R3hV4w`R!=O>x?_$T!7r-Gd)^&D(ZpNu?v
zV9hoCbbz*1pSIs+@<`D4<~Hr`n|4n;IIW(4;?|GePJwttId?3-=NJ!%eDzYf%Qs@I
zP()gw3=%mZmiffttA3_i1_<)RuzP&oK9`TwGVts0Vc<(J;c)&q6%ftMzbZg~z~$ME
zf4%P;8nIuCTqk#!&jtW+A%3`_Z0C3!dVfHjnzPM1+8^&t-T4`9Tvb6@?yCX$f8~uD
z^SUbft(J1$=wP%Mq=*vh|16>Ju8|GT5?rdNg@7OgC8RC2di>t}FyXxqo&PRbVe~VU
zp!=wc<sVB=j`$j}>_oA&Q*89|FX!2Pbtsd`QW;bDzdLc$un|L86tc^pS=f@U2`;>L
zG4yQuDTUD&a)Xn~SGy$Xns1N<fcIK*_wq&zro@JtO?+9Pyn4!QJOhtud1~G2D=4Sd
z-yf0V9n<Y`zKaRBUP~!K$Q|J`+apz?P&%9)vXWWqzW3LIzg04TgP(bjR`*X{k{&0P
z9d}zgC%=oB1~q6n+?~H+mvU3Q$3)pA^;!^tI1Fwgcw5eHt@rZ`D7wB)xQ~iR<esXM
zT)pg5tBO0WVX4}RG_86%wHZp=^MaE0<u*HlYuklVfuQQykI5O_e7<}!kJ&yR4acaJ
zok6EwzWK!>Xi{Ty^qcO%fl`3@5&6#D8{eO|9)vmR6~-RVJC1M#4DTHEtuUEG`M1e-
zcmi(e9le+AK4ycE$0>!^cMnZjSFW0GvUJ5WuBMB$=UfBHDUnE5Qi@g#k`0z>K`kL5
za*og0`=%Owt6c@MifkWWD~V^QYsT8?bU{_B5x`7M=e>9U%=;chPtLWQRiqyZ_FkMi
zlvG?;CK5<*kK26+*F^7rSssQ7AOr`v6MsYXy#^Hrfkmm5a~iV4c2z(4#NM|q)B=mg
z40DdrT!yuZ1UaVS%_@x0=`1xBZk|=gGXQc-;?XYY!mdj<vp-z(`+EII`Ah9X`aAvC
zi;mnd*r^!19DA|gctr_cvV@cEU&hThZ4*%9IzIhRt!g|Rg*mK#BqVay0|2m$q;QH-
zC6TXQPkIdk2=cKMpY*-Z2xlwpSu&NRjnVY+LAxq3-WE_5JfCHGJqb(v|7*QoGuO?+
ze<%^C&K(FlFp6FH!Tf@pop--Yoetd>j6i7<kcjQ48~+gz4oCE~jHm3W<pc8jfquRe
zgx~Q7V#VFXUtLqyG7ocz?`(pnH*j5#L0yJ_wvupE_dMv>_}5p{l?Cpv>K|>&7?zd?
z5YO5R&~oBoMLJ{HL-kl6s+(1AZr4ldL*kV~j2amOxIPsgW;16Dun*rZGLGa(g|)y?
z5n?bgtWZ82N7y1t$T{8C#DvL-BND0MBUt4et@QvR%Wl3sHz)qLo5D>?TQEF+231Y5
zmOS4^6PwzL0f$mbfMYN!W~s%f@p^u>;}dIDf;^szRW$KbC}d{yUNN!RG9S;gTsAl@
z3f%9TaeuKjf2I4;_vy~!m18rb4tu;e+V`!Vv+H(}1z)JY|4Kp1K%zzPvrd~`M~l`2
zZ)0!w!JIWw4F3n@T4hr1oT$D*EK0PpaS$92wyvucvT<^Q0XTTAH_iOXniDtUgH=RC
zXBd{Lg+%h)9IWQ%%{92HQco(>Qyq$eN9_l4R6?xAHSJY~dif$CKjOYp6&qxB$+!ju
zJ6pq?|2@vH=ii-{EAS5k(aIbZ^`8EGg0320c#=_~N@2QJq+$W!tAU#ZN!j&RFo#_?
zd8<(09mFV0-7{pDi>`4P!U4H)%&)Ge1NJIEEbR27EM5Ek)TieT9y%H)ezSvZb8x#K
zfV@4#;_cT41qJ8dQCy?1<)K*6{Yh9Ph>azpv!#<JL8NiYM+>9(Hawlxlc19L)|db^
zEC}kl7PcCI=3)bV0BK96s{R3HlWkP1u@WEMs`jaRrn#A_+!WuH4|+%9d9i<+t^-$n
zAthn;L7=PEJXo@u4>rIHaHlFYLjfOG(A?OyKaJ@BsV$WsQgI8tTK}24``4GhmyiB)
z=YMKfPH%ko`{$x`$7|+?u^O!8yjb)Px7zqBM|+m0h0**$1msL!fTiIbxsuJT;WfHP
zAum-geskLN#cBQtJHOwvM-tIu!Wg$+HcW8Hc2@Nz0x;>>t4(WtC31Us3v4`Y08m!u
zl$4ObD^aMCF!$z$;g+df0kS+iUF0uUTdUh%edn1oyCkta<9={}Zwpz6R*1s~66=L~
zaV1HlOh%(iHMNXK)&4C)Ydd*-S-N*I$*1y%S;vuI?%RI<*K>_q+u7`wV^K*iyX;Rp
zb<$&du6Cz7rc?N%@v(z>x7Lo=YC2&#bKq-xn+uhiaYf8#|B_>cKuhQMorOWs2J_Lr
z$-4Yo^81POMs;jrLQZTEPKAXMMgM}u;akyJ<;tcvG%&M|A7k;HIX^<(4K`IvxXn)d
z=R{c89y8Y?&rL?dPKOerjU|^j#+f{_u$6BYG(0A!Ry0s^%IW?Jn~LI`=JtNOmqeG}
z?$TM;h|v#;qb62~r@5nCg-ug^T0pIhK2Ijf7<#=7_;PMR-rMixrY|k+CwT$#s)|Nd
z?nNbf>TAa!6uN`Wc8#bkO3tv>N7e5^Uu{O=#H(ddwY|HsY;*=V-k}+>n#3A;J#xey
z{nNj3swB}kes9MRWhN;qO$)Wr0Tt)KT=yOX>8=%>yZeCM{6lRZHmK#I?Db*wLgcFt
z|K=(qMN}dE(B>MYDh$+?!yFkRr10jLP(v-cp*)sCZ`NCui&?%zt3WP_b`bsa7XATt
z#LxO?((VErS7q})zgb)E^y7|@vi#RQkM|~)Jom3hd{-K-wqoLA`J$}SXcVpGN;~qs
zCu#%`@JB2>?p)T=IAip9;MFQOJ-4?}Ke^K~d-uK%m-btkkCBh*Z7V8#H#6}2*^%Xy
zxc}_Vgvz%1(F_f39#oHB8IO_B{SFIXV_qZXwde`Ux0S0G*vupT&EoP=%F`ukBC8~+
zbxuC~?YPpZZQ4dc5KyA86_bXsALflErhIA<jnW*%mkh({<<6^iFq@sFILZ%-7&DAc
z*Qnfgi%7HZ-?!iV<f)h<i;pMXq*wen)N=7jzHj&1y9G2slzmr1-%qKH>%`BrgDE=S
zhB5WOT{aa6g~J75=w(eE(J*tK&&a|_R>m?Z3U7*7tOSJ`+Q+q2RJ3PC&64S-gxHo;
zH0=L<atDK+de>m>L8oPp#N~+8yE9|%U-6n4yaL;a;o}R90YV`Efe(?dBd@(Q?DErp
zct!bvX}7aQh%tl!+>H+x#3Xz(G_q`Ovw|g}`dIgp6j&rPz)-v#IDbn`bjp9W>P#;M
zoJ1_=C4NnuzxM0!pb8_S{J|C&r3D7fk8mn7O++Z)#>}Nhw3Dy?t2yH0`}pj7GS%$w
ztHyCt&n$ELq_`u;a!S%M9g}7k?(B1fmDBHP#Vgiy2)275jkqw^6RF;l@><!4@z}07
zqgMW}812jc4T=hTV-o}&K1^J9hZn6kw*lLcIYFivXW1Pd*a&GcT7&Pw{oRSxFNypR
z%agaMQu$+>$F53ngxV3b(ylgU&KR5UG-QICWrY1!DdLOofZ+l!IbOWw%C}hv$a&2J
zqeY8bYiHJ_Umqa*R{c+H<B_O8hvUPyQht8VeKUUULU!qR+Kw2nQ@JlD7Hst{PC+qV
z9wVBDIOAsP&<Iqn=P`B;^?PL%p#PROs-hl{ICMQx#3n!N!jP(LZ@?6R$kzgdD(tak
zq^j)W2bmF3?2Vm+pI?za?M+6Y=9BW<q>guie@=?{TC0WX%LmQxy)p27Kh{&;>LBo)
z><p>dvi}JAaC6<h??wfQ8syZtO%oT@#)lt$Z~NQv{^gk{F|{~}DMMU&cAO{TvxcE(
zJFRsU(9yYfu5(&v!E%Qinr}(jEqV<cKWI;4G}fqP^#)S$CI~6N3G+tP^FS~r^tsyp
zd*<G+oWGtOupcR#c&vX3j3@hZTFP<$5JApU8zz%8G}a!1^Vc`{g1im1gW5M}9)CwX
z|I&(@SFIAk5oBp!ROj;PN7$*{7+DE3p`xla13~-*L(k%}wT(`Ujc(rDQDkoRc1v5!
zhCKbl2Y)4BF50beVa)Hd>G*C)8vDM<ui&S#FE`O=cwOLc-g~8E+uRerIuzow)GUQK
zcz9q;8xLQ3_=gb_a?Eh1`Rw>u!ro5re@SK7{1Q?njB7_eyG~YEDh#r`#Brm>ccJq^
zKETsAZ&MF6XAjJHt0hf%zF7L?fBCz9q~EjQV)LM$JoBG#a`*pOx9dp}>7&!m6&0sA
z(}Zv&fvQ>&HmM5JX6LaY`+!I9J<p0IxV>%0!q}{afY^$1JE>hQL8m#lu2$@w__#IN
zq}J0~HO+?SPany}_4u5{<wT}!;Amr%apH3Id(%>uwrf){!{X$Rhm*AN=HGusdIM~(
zL%IkR?}J3=6L}(FP8*4{5CM&920kg5@_QZ9PwW0=_NwURtAg>sP<kJnEjM1AuDX4&
z54K3!NMB<03KpFf-m3i>?YGvfsI>JCSbM8|)Q#S1vWPAu&(pk>l=DMMWR0jfjCT@y
za&$Wpk$jRG!b{}%pk>?RX;i&?0uf|K2P3*n5KwBK-efpq?aGtx%`4Do>=S+v6FETE
z+e9{bxXd$NBBCuJ1n?qqLM&zOB(o*m1s*-8#EUci?Csqti7^>J9VWD#w9Yw}Uw;2h
zt99MK(J>ljY8H3$Pept7ek|4g`%KHl8+XgU#veTR3^yYT7Rze;S&04@d-2MpB*~%v
z;kIe#;G^avWMh_}AAR!@t*MYoymjEae7^2bfUKWj^F*oKEFuyPa2um0?2qmf5b*>=
zj_WEoQvtVIo<qftMd(lM;)n^>Fn4L*e((!P&9v~HYj55u+k`6(N7}!|&OUp&L1$dH
z-{Z~YfK!+9EYe|ARFn@n7mH0dH{ijj=^W{GAcvWRHQ0zbVERooUmWdU&p98!6JDsZ
zh1HgU4DmX&@5kxBFpb2FnWDX5C%nu!d3jyGnDR^#njBy|7Ag|aV`@3<5Y}+hbEKPf
zTWfX{3kq9cJoW<64g2*sJ<AXIQq>!4u6FEyYUO47a}96lV&U7lbdDc-^gl&y2sOnU
zHfO4{(%h(jR}MBgiV478p95}G@rSm#SMzv|O>QTk|12W$Ys#=is#Tn}j~Q-0P*EK4
zEgg%+n$W_#Vg7W3F@uj}$nMQEhAr&gpw&Cmj$b>UC5YE=#`$YHq+g#@?HPS2&n7I|
zldx}5o)I?N6Ron`%wf`H^(SxIPJO6~{7kEFh)h4;x+)TnML3lsJN?}v2z631ZD(`0
z_r7~5G&ed1XUWHoprp;aR%0>be!^~XQG|W(3W(ZJ65YqYAnE&d)E|@Fn&G#vkAT5F
z#PajS5x>4#he9Y{jB<!dr@~@syq;aN-K5cYHU@;0VYwCkpgD8ZDp&vXomTLSYf9pi
z0|w^{=8t|T-`9UAGM@E!+`y%+^x<QP6A`1PLzI<pQd*}FCN2z7l(FBs`-tNKYz1lP
zP2#knbp%9ZLiW)DT-B@ti<WQE#18f<AgdsNPi3=uu&+5wxW?4X;0vOX3rZzAy_U1X
zZm~y8OO+%}zqxhK=DFmrCb_4-Z_f1so%;FmgYubY731XkEmFys?*}jKkGgqCt6i8V
zK!RYRx$F5?((v{7)buzw^sj^`usPUWjDz+X9xw}D^x;M}vFh3GUDdpjAE*?qjfht)
zAAva}c70i7`8hJpuc=ibg>(87nv`WIPZ%v4AXXlZ;s+qdH$p<=U@cuCF}x@edu>Y8
z!V{41aEh!(o{wZ8HU?reELoZwObx!8b2R98HGpn3!t8i;{dH4wX?jp^eWhP$5@pWb
zke~6~AVo-(+F(|E;76N9HN$43W+;lU;qG!m+%|}Ak;ZGkJ;m5|Qc}*LF7G)Z0U0HF
z=Y!oW&!X?U12gr|qPNHmj6QkOKtU}S0VwA7fo}JR&rB#QWAo2rW0+76?(KJUZ;et>
z$}s3gJj^}YniG+1?uh>wpU+6@ka8$7D}}%>#rsC)QnAyK4wuoaYY(39yO$m+8yXEH
zfZ)c6TgbaqOHcc?{zRuwAZ-^cER8q8^8&_{Ku(HA@9sN%k)F$|{zs;KxF5<>fOvxg
zw1Se`KvA3%obYZgFAQk7VNbwzy}eLA(ztv$vr=%>W&t1y);yIY#%@6<l0vcaNi5S`
zKXV)zD_XuqEGG2x<nwc*B8VRqE|7>KNNLnWdwA@9zcv=3N)9p9+_#dwPnGf^=2x|v
zHD!f4He<m|hffQiUe@Ptr$w6utF7FEQsYHO@6SL?DeVY`_NVJI;)2n_4cDNEXJjk)
zexJ<GPU4ID{n;$KNV8i@c|weg9#+!rR2nhsngFu>3!1$io<a%@C9OpPGRtOAyI1Yf
zw4wQWLxEfdlN)3K<JkNYJveLZ$o`p9PyAQp+8Bk)Om$9)W=2cXS7TW1+?-Jp)0$yL
zi8h{1l(A(WDT*_p^u=^?h6Ps(9f-{tkt0Cf0j|Ir1kYlh$PLf|xoXE$u?7RKzK(4f
z_S1xVTl1g_8F)+uzZQ|_m8nFQD1zpg^cHKBo-nF6cgo*d%;;RcD+CJ2t6gQ3$$Y3=
zjOo7RV39p23|W9zy*n~_K7^g}MrqGy%7;C^?MdQME5&3_#KE!48?d%RsN;ZW9wU@H
z<0s$YMC91HB??80){Xc#(L3_T^2EzT_xjQ)qd(^>!WgD!?Y7&jgi;rNJw{yV`hf8c
z^WG)i!(B?%SgXC|*9O1pJ>Tv>X-<)bj$m=PR{s_{0H5wi4UJ?OGeY?;rv{f?q7zn$
z`07mZ72`8uUMlP(DrJdq!0%9kSdkXignIJ*m*SR*eEDgWsJm}ar(uN(r^r`gm-dMY
zaWWKY?hx|#m9JWNl@{6#($8@*-?wc(hcmMH7v0`z)w{TTq2tw|K2TucjK<RPQh-+x
zZfV&I6EJLk#{6YU-9y#6BSCO-z7$3B+LJ!oO&e3$;}<GwemM?v?7lTF21r+#Y~s`G
zWGn0BE93_rK_^8j?#t3Lv)LN^r<QJ5>G)4j!hN)CoEy6Sjz1Z>eWRjjG2?rnZ;yM#
zbknH^&xWqv@3~74H4FT!-94qt-ESp*DgA$Hd9#b|@#kKLu|`0%1tU*p)IJnWS5+Pq
zI?Lx0xO}H7#uo<m+T~wi!T3D`bIgCweUyy}&9JreA_DLl`fN_B%9L6&VV~1E?;~1a
zMItMj06BI}Qk8{&uTu|W&;A-dSy9fF$v88|$^CWzQ`0(EU1hn8lQova=`*x_?S{p^
zH;HW+h~L+)T%%tQzeCsFlze5Uy5CB&D!1JJSLea+$3udlRUa^6Xwah5-}&kRg-6kC
zD~FP{DN%K8tJx>;kap^sAT6L@R40s=GJMqb)YR~NAhKqSqCa=*cO0IUANDO-N+d`y
z39oT@)t>)xzf>-ymit1V4b4XPEj*R*k|C~Ud$|Q`&fJ~&Ogi12>f4<g6RyG@AOG#N
z61okPV}Wa_mLM}mU88<IL{ubSlbRkgqh(;OzBn+$9a+Oj!pNl(%ldXI=t9D3O^_81
zdwiuGM86^l-NRt3&C?asAmBJT&!I0Znv`LcONJreVjCB4mIkdg*spo(?ltnJPL1!m
zr#6|7sdwBA@i`E!dG>1Pp?>n2D9=?U6L)6;Vkt}zmq<qNE4{RPGCqkE5_#w22Iw@r
zI9Br&vb4$5Q@NTVG^9C|9QuO+Ly{t#9hipxIq?9u?bZSDu`=?&ZukTV|CK7AYR+?7
z%&VIM<tcA`zq|I0$pCGO204368J0|owe~xtFrfk1{I?;7nL~Iaf~6UHU}Vd|r`-`#
z!&1b2m-gfJ@_<J3&D-`YrtG?2{A>3|8fBBxeBd+55&W5>?F`YfQeo9-R*=)1XB?U9
zx9|8|2!52ZRHc@Lnpef1#|+ST@FaeY{1DKfXIT4PzX5R}nG~;f4R)t{O#E{>Zs*Xk
z@$N|9zfWZyG*9wKle(I$HLsYsb0DzFQJf$hE1r)NiaFnh#>H+y@z37T?Y{D=Tlx%G
z))6)kzm?h`?a2pAOV%>%Q9ohgvdwZ%yCK%8YgTdlJvIy;pTj0@9OAZ(zd)ly5gyjD
z?f<3+Z@zSEX8(z=E$U^D4IJ{cZ}eoe{F%D(Cg85cyOEvQ4DJDRbn19G&1EbQFvbom
z7B>!e^f3iw<w9TarTs>XNmHTQ`kdI>s+KD)`hK>tV?+N1k?<_X1^ic6Y85XGyPnC%
z>q}c?AJca#OYtMcT#;;cS=X(^+9!tJ>d&hc#TKH;9y##@@8N8!geIacbj-Z7#NPHW
z+~$3O$A-Vv;sF@g75o7tHJ>N4gq@bRM6Vg*sx`1-Wc{Y<H}PE$_N@KNlR6fnGt?G+
zNO-2mW=SwegEysBkghf|SeY`5r5k*|h5{pt?$0lieJA49d`BK!3YaraswLNR`J<Zt
zrG5)>((eM_63}RgKukK(;Ez*P`fw#Ql5(4*deKC5?gr6L4E(W<qT2BR0$G3`wWMo8
z5k)mosfFe|>!Effo<WBFzVE9tHi5SX6lU*ft@DVx-8s#0{dn}*!F79So6qTe-017w
z(Er%IzV)K#F#H6k8;_W$KtY;fBGm|RPer`DTK;T!nSsuL=~-2^G5DpBWw=PzUecHW
zP7M>;>lrfBIhJsWI19L*$EaEls3~`N6F7$p9!`E){Cl_8%+5>My=hVRvw!UV-guJ{
zcO@RO#rw1hA3=+$6^OT!2Zvj@-1JmcSgQE{xH|Voru+Z@kB~#;FjOKFvN4r&iWstk
zF*`VHbfj#IlvNbTF+?+)QwVLdjY--ZmQ+d#6*Ck%k@MBza;P_@>$}gd-~V7gy!LuM
zAJ51Ae!HpD*&I*XC*~YC$h8*8E*?<!)wWi?ZuP>y)Yl+p=8~3@`kIw8o$v+#EJDZW
zJ@$y__Kr^<6Acesi(dcn<e4(UrM*+R(QNkci7uVM=OcZ&)R7UXbTc*#NxvtfdteDl
z@IZ``k#?-=q*7V_40Un;WdJm~P$%(F<lMZY0P2OhP%4{SebbRGlGkYqYm_A8y<|tf
z1y<wWet6a{dGMYhD5q3Db1_(qRO0fmfuZZqABCLcHVC&$(9VmamGM5!1Wfr#oqxTX
z^)c+x2ATyGtfc@B6u$oi?JvAMt@`B5@#D{4+ivBT-P+#$!{y*dsnXZ+^Y@(hQ4d9g
zHF6VY1-ojz-n6v_p<SZUobwHB+>wXwne=Yg!VzXxlp)HmcpSDV{OGCI?}r!j33lCf
z4p7}R7Jt!4*%3ymg7^l6%Ay7Ji+`T&8mrl5M}C^4cCK;+Sr(f0A7J<BKli(A$PQ!c
zKRD7r0^aE@f;JKw?<Zm``ek<f3Sjgentc}~9Ii1rC9FX%5Iu8wGHGAjBjh{H&901f
z2m^M9(<#xzGhL66LOo;HoD*W0-{NBCsjs&W2CgMoh%!b-_h1u6sZ6Vy$Z~Tlc`>Nv
zEmd2aslW2XU^RcxX}zdUCL6{j)EW!#oWAzAnI4AZzr8CX$<MUdu}o~P)HT=0obCF?
zebGdeeXJG!h)UcISewPl0=({U%VNkeHQ%9M_Dvp5tVGY2`gqnQKWCwiEdIk;KR#`p
z=Yu<UhM1IA6F~MGntzs!f&0D^J`eX28XO~><$2|UTf?-RvdYO*15^26>OO8mH25tS
zs^Yi<?cvfF2gaipR8bo7B52IP^{%uWpBbRoZlM$<n;x04ksTVO4tELi$M8eKQLq7o
zgnLy^S>MrJquDv7j+(o}<DDy%wlLZI@x><bjQ1#N`I)l#?(fCF!<$EDUvGaN+88xD
z{}|=^@D!Sjw*bzauVvMQJOvJ?psjY<Nab7c`T2zjGFwnnY($=hiY#_-DLL_JnUDGp
zaIAFF1lP1uhM}R`#s|cDGPY}G*~X_kX95wyM@WtdVuvSRltq+nwCaTjla@cSJ3>PM
z)EH*A)!;Mft>(Q>TT3%rCzHo#%@=-t{MiM`tZSgLnff%aCa)%3FTnzdsx;4221DjS
z7M_9Xxy&jt(89C176X(w;}E;~o>mK{9_AoGAy`d)ezM}(3x;xc^<#VUpEss<Ct7Xa
zu9N5UAD}nQ)L-S~LAluXK~+dRnH)`uFt_k;DISSXtR<leGM*HIy5a3P^T-fYwK<xW
z?il`xsLd6~FJ|sUotp%#OAbB%rWjPSe?J-<a$3$=auDlpl@1NN-iDO*3KDSb*j`G7
z+VKZ|xxK!-;AahV2>z`}*yYGTSSUz*=np8|^O<O@f>w3QoNt?`S>Nw$LRtVRu@aao
zKvOJ|1nVu-qGdc43cadRt3?(*&%b$k##=3KmK9X1O?sBd#%_Dr3NyBmUQ#J!h{a)K
zu>z8?YUz4?<4YcV(kh-=eEqnjW^~qKHi(!M;VjMa(rTSfLq6&<*opOY12cCB7xaaq
zaVXxkFD5fX1y9^3Udz=Wg{xn{BLYe}8AZR{>9y$A2RGf`U+U5Y3xYDhHthr45Akws
zM%GAfg3Hu<tpoCy1L+)=K>%B+LBIjPRAiFt#2%r%3Qp&MwX{U?O<yFtiUSfu;iPMt
z5}@mQ&odb%A2q?Li!~)cU`u)~DjEaM1h>zbgVl7|ybW+$#x<Y|cfD6JrA0QDJMNXv
z@kSQTfKrJ6D2Bz=Jlpj?gyBNZ%X|<p7%+`%+lh7^#2@2nwX7mP@T^i;Ev4LWYpPUG
z_^2dtOe*2-;_qE^gbobt#{4K?tsT3!Mq2~fB;F`x9{iHk_t5+1e*aA9aV_ySJ<rxn
zvC3e!d*Lv&jk99KvjSXUiN53&O7A6fT|>-&7ICGY_JU%a)D}^(YbZNaV_R@5Ms;7n
zKe8kkLzUjN*x24>=Kpxz!+b1u|F}~6i4*OXs%=dlWg3O{-;`(2GcE}5GQffy$MXYB
zO4H!xTHG#~-iZrc*A4wPpgy2(C4I0i4A16Rz@AumfFCnF*Hej)36kr&m^=Y;eN0)H
z;K;)J3+qDS6U19_;OD!@y%)=fWkewNLtWxb6^x^0w=8sFjExi_N-8419J*~KtW`zz
z-^aWYr<EqRZl^hKjA}Reg*>*rb<GOPC^1S<%_eCn2|UcrU9&30(nvKx`Vbh*oWvKD
zExjRb%9$hihvK9LMnuWZH@N6|;+X}cA5w>g3z0}#As=E(+kSV?66-kJYIY#DcVrx2
zei<*4^&7G6;ll^1+<uPQb?$FoA_5D3$5BuV@KWJKS(s^L$lNfU;^}Z}&Gf%eRh3cM
zx}{*9|Ck-Vo93fXUg<+6GcB~*vas`aWrpY@S(vGu<zu9Ivgq$%w}o1uq2rFDWp#MF
z_pz<0qeat@njMP9LJ}BPz?sP>kR0%+WRX(|mVC6Hi#<klzjW4J-V~R7zyH6d*+DmO
zd7LF8DyB1+es@eV?G<a+gi-8h!6C;6?%K(*v<V5!)*%_={)J%+z4fbvgX?$JNBeo2
zZbFL^D`j16JmqTW9h{@*ir_gj>N7njRM>a&2c_Ii^TcK3z#yjA7j?LIPZqbiwhxZW
zJ((|b&AqZB`3-gLhJ{jP`<52)gURE2#IFKpbkNJO_Q=$xTneT<$m3X8rdfs4P9+!i
zP3MLTK0-;+lZ5?~Z5uifaq(Wx^yi<ejrW+r*7$qg(W{!i2<a1OVgi9yN#uC>x76wW
z1_FgLckW;L3RH9J{wM_27h4!uuBjUA7=R`U&!#bIaDj+kk=C2rGZv2PLfAB0sVV6;
zaIet6ZHVf1;+rFAAG|xG`{e=cGi`0x0k8kqOvT@RmQH<qFi%hAt;_q#u-VUDpPuAT
ztT}i8S<SDkJb5o4RbRpbul)KmTZA0e@Wu0uqvoLZaY50Q2^@K#=y}qKGp{Hhi*4^i
z--jo$LPiaF^#n9(vV)Sv4zA_<^J!`VpD?@`yMx0YSim+-G6|~)f15Jr`OUfjy7G&c
z6W7N_%;^>V*I(U_);;Z<v;Q07)8D_}Ro=*hb`w`l;+&ox`Sl&(F`<^T8xRA`dp(#p
z`S|F-g`y4J`0j3bWGy6Wn1CNnglpQ*b}T;O{*z>63-wfOTGvy2TRLe=aA~3U7Wp$p
zNemK)LmdL_{>jp8&VFxfYErV3=(=7}P>U!$nSbq@&DP(?4&<#LH&MK>FS$D8GQ3nQ
z6u%H3`2gDyFUIX#7<Jp*Aj>Av>FS%}T3*U6eW(04nG0}I`uqeZ;8?%t_hWWOq9b%D
zK>$=BmY}dDfMCyz6`B%nleIcb#~&x|IT^osV$;LBmsWFXdUk}+IBi4xDppHvW*G1t
z!Zg(rypIn)n084r#Gi*8#oXl!*c>%t%IT_nNi$@mubzE^oYER_g1cZ6<0MzG2hay-
zKgK%|F|W$0`w6d_|MI5?<rdfmv;{1W@*iL#cIZjGr95bF#@WYxp$;LEVEd()^~{g^
zT@*i<IQs5;_nQ)25JW(#Bk?(r`ucfXuG-1siq7sGyLeliic2F21fb|ich-O;w|ECc
zu86R<<{#k9f6sC_1Ex9U+p7n$B}tt2nKs?Ud{Cul?&<M!r97OANSa6?#e%ad$%w>D
zlHp;O@3%sh<0MTy9L-@B1V$`iJtBLIB263kV33+p1L$yv%N3BG8du2~D{9uxT`2(@
zt&P6tQ8U|*lqfE|Wjov@WX-d1$fe?L=i5Qx=%8`nYOu}7{6B*oZ>4?WMU*??{HpS^
zeQX=Soj+=RSMKu?wZ|}%N$<>sw*1EiF`clEz}<lkgmiTL?6%mBp$@B&-=4LLs`bz;
z{F3gn#q+LSsY#sB6lxq4k+;Pt%_jboQ{L6>?UU0Ze}$@@7x-g6B>4}5*2s~AWHE>>
zC){lrQf}(SCXtX`$Svl)Rba-gQ0JA0%;R55MH6xRAH{+h-f@O+pN+w*Zl66)GILRQ
zKKkAMgwnCMzm&?1{srk5>yF8o!d4G?%R4_?kpR|{$`y#$?TSX;8sntu#|z<BUeO@)
z1H%foEu4Zh#q@j*g%m6~^sKr85GdOWwA|DAJ4CJGc1Zq{sz1ofx5LH&;?z996s4&Q
zGaj{@6D!Z?7^!NxXxC=w_Xf^DKD$wj!4Olc>wxe65k9q#y*+dfn;r~X|H0PkLZ{}e
zDxP<5t<bT5c8m6$S+XOZ>OxNfN^=dW*z{_-Wyu^#Ra8?n@731(-LtLeTFMW#_OGU|
ze;57yupCXD&{5nnqxs~9P$j#50S#Rz?$JlSjYl<HX+<5$5D$bc)bmLROJhN4Y>Tc>
z%X(_-QvK4P+kMRB0LuF4;*Ms6!@*0__T)&&S^_`wZeVgTFFkUySfGP^S^&t#1MwLA
z;$36V4%SOG-CB5Rp&cIpF#BKAlYM~iBHX!xwkcI%V`QbFKhbrN)QETHh?X|}2iQ9d
ze}yd!<|T9hGu3xcIOZ)&#kyI>MAHM6cnjH_E6wBvYqiEv!R!%k={-5d<>R9IV=>5@
z+O@UM-cJ{fMdHi0?GX$Ig(nGV1VSUvdL~@3Y~e(o45#*l1sZ$t@N%WYVT77J^-bT$
zj}ntGIh6IalK|Oxbh=kUT!09^Uc|C#bpwm!9Y;%tI<W{f+>0dfs@=at*Ie*8&1%sA
zqnLlub#XY>aEAb`2*jZ9s!&?iTM9GrjY}P67nSP3Z0oxTDf7O|VR9lg1DnQj)BEB9
zAi29*`Wcu03mZ8i!Nl1jnWiw{mg{>sNHuvP_PRQ;OM<<Ha8tudu&U-35PSgK^4Z4d
z1*6Z~^G}7#R%gLShfPlW;**JYs3UU;>wALw3}R&MK4^cz=qI{BG8BlP+a*rK0Pg#s
ztT-u^c>K+dMPXa+tUeLKAILZ~Ru%~jay&w$#ezmPR^mF0>&VbU<H+RJuRuiv9CKEV
zJVPvIDiy8nX#jabUMwI9DnMOo7ZG1j)tE!nolFYz%1{n~heq)@7apMI<1Ld0EdAtH
z?FV4l60v%cL~wS9zr?HGUUTJ;T$OvQYD23wZ9FbPIFb?y;ZfDeTZe=x=b$A+GSmrA
zr7F5u*~+{Kzz2H}Q}1Driq{XrRa_KzF8z^?b=<Y@vrV{d)2<wDd=@w2xiGg!U@HfV
z=<TnZd@em6u`?oKQ=7SocHV+$z^VMaCoUL+A0&hbYER}nd|xX7ymuXwS?8mCm^G2J
zIPXvKsOaezR9nfF`-jaXcX-&%jNjD!gLg1%@^jU^qZ-ZOaD7LyL~q29=ZvXcj^u`^
zCEP!`C2nnE=e2Qr7hR|d;zp?o;``gew1X3$j34h$%Qz~<9wcGjAJpJ_6$rsFfneTh
z8-gf(yG&X9z~x3NAeCbeE$x6Q(7G+yQ1YGWhP%C+gvlvHuZV*q%}AILlx5L%#~2dB
zgLoqF1?Jrr=-^|_-U?M?|Aq}s2Rg91t}1j(iz_w&mj^>An-&2+tPzvV9(C<<{3e$Y
zRo&nN7v`|GU!(KWFik<a<rjiD9@*pcOE74#PssRWSuc^h;MeW?Hoi620~4qTR*2AI
zt?F(`u=NoRMbTU4_(t&-*0IHv8i?MYEIP}4Jx$g9PQlq3c?8%!G_Bk<dUZc~B=vJJ
zCX_Y|?WtTqGBPb<!OhyKfmS+$3G=SWY6sR_$shhAo&Ucu)}O5{7t%id-HzH2IIP!w
zh^>9dbY0ky!XH>h#3Q^ukY0ly?Qg1PWyvCqkFW3;bl19E#Tp+Q3u;r#ysTDd8q_>z
ztxnvPNPp$Um#ZR#lPv>qvV2Y3P5IetU4_bv1TAD6WO8JOiU+3pjQw-ZE$0hOb*C(L
z?PI1Msz!R=pNEBE@$**jOQ0DHzC<1S$O1wA2qKeb6%~t{N{pyJkNXPD?HWzu-OFRW
ze$>bA7R^q&2TpGLKd9P<MfipwhM={N<60MrLFJrn&N{j@(8unJC@GX1>SEzgxeWFA
z9znGgvUbx^{A&B`+C%pcGU&FIsmY^*uOZ7xf79L+O0_p#d&m4&iGLe9Aabb-DET6^
z<*3H0*&32;g#IjZKtVQ9lSkY8O2q{kFV`BWkUTw)k@$OQ9YK7=S#WpDA$D)zw9^3C
zZnm^$_m{u6&}7mZ50u6Sm$whlJ1Y5TsC7Sq{{-5WDIaFB46&BvnY2(!_gqv{hA9M^
zLZFyYe68@gm0-bWXl(0(#_6)zLhm=_<!4t<4!lEKN6s2Wxcm##$fe3bGyv+KS;c`#
z{b`qvtO0Hpkq8`skuXbXSEF2YYbR602W(w9Z5;4fQeHeVz8j1R#ZJhfyU^|i7MNnr
z0wV(<=0)a=bC=S3>@Ub7Lfkqu&K|gzLC};CNuPH$Q=i`=zJ#mAuXId#ag*K<x1V1?
zB2QT2<t-z5$#5)9TH9`+wx}Mp3RZwX;NEn_p=t1A?P_3kr-&O}&p+E_%!~gb%}_B)
z_W4<kRNM^Pepz_eMrD98>ItJWYY<inW~G;uT{)tm+(az^%Yq8x2tC$r)Rx86Ks-11
z!5A%y0f>l<)KXO&<>v2wn2GZj{sSbG`lJZF51Zrh*c&?2QulVx^!>!~WZPYTjYh69
z^?R)>$ndiXoJg{Qg^wq?N+kEUYrwG*48|)53)>kwucZW41>ZI|uSvOD=6<I1_MYDP
zjjmDF@QiX-U)5E=WE0FD9^R^MZ`K$O9FcZty~SVvp#}k=hjw&_d)2s^L=?#y3rBF<
zOb&!LKFd0j>|Ct1tuk=y0iWBJ+8AT4H;jRc^>ugHo!ZBiUOXxqou(xx8=t+jGjTNO
z&}eu(+NqehY`_89r6v(QL*1aY2&9~seei>V7|dy7yhVjuoQM^%dS4>1v{Z!9=5F5Y
zmD|UXD&|$tL**B$vqA;o%IClf0N|=RC)q}(Z)L7>6su^$V6zjz*xJI<ov67l<g)1w
z?SQ-p)2XXk8-wKi?Ep<-nagAMs$v(q)kVuur?%g}cN#yRx%7ZPBvy9@50ZQcFaZ-3
zb7fJZR;%Sx0E$QOpeok_8R3hXO7(n{+9RC{H|_^*82h00H0rEjRk0k$l{_L)VGCjY
zs(Uw*V3%DQpRj;LprkmPR}&F-$L(IPohDAW?2O9`-De4nPWoW}xapquMRRX@0RC-k
zvPWxE|JRsj6B9K+%ly^$z@U7ey-npwN9M-P<t&^m$w$2z6+CR6U)UaU!e+>sD{IA+
zn2=cb?hMd+-qiqj4Z%&*lg16I^bQ*3)>bvMCI5QKgjnhPn}Mb*4Yjq4l*JK&Tq7;;
z+AHrpC0~2}{;BV&vXec}RB5B{bZdtl-5ed^L#sR1m4chV^*A3=AhLW6vlwSt-mtG_
zC@^5Qxv!=!jc!cVO318H-tWrt9J(cyy;tQ@XDOS~QA2t>Lt{;4i&vozw}lmv?#L^W
zVC!Jy6C9`bmg83b*h+byOl!2=2f=oDpKQ%6*iX1Kzut%c=a8N(ig0&m;qCyQYaxUc
z&aA2g1Q!LR!lz6Gg3RVzpTn5x-TwUNWaeU4WvjkItkcUts>V^ED3#;AeV_7I?ZewD
zf0s>czWBkPxaIwwvqryvO>Y-mn<+PT{C2cf3Q6xxrdji4qIE$ph3P;f|8f)}Hf+nw
z*ezl#z7^p=$y|DcT8%<k`5<@L9%~RZqAv($<@J4>tK@9U&KdRGF_8p2Y^^agR?Sh9
zpTHz_6_NA|=<~d8^iU-w*2AS>_LQFK<zHi$+wIT~pGO>_I<Nbijh5~_=((h15MP`&
za;owpF8N#Rp4(rqI_KvQQ__T>h3D<rb$E*KXW$(?nU*RG<o*+cqu6ZbGg_~9KR{#4
zBSrUQCC2LR;pRiFzDuq>FXzRQODTq&(M6Hic6i6tlKAJ*Rx3$g_l9%WGzpia<zzK7
zS%fdAJaQ^v<Bpqe6CnUOPKF2lv{h_<a=t#bG%sBd9sRfT;D?iY^PVYPZ8mwDek14N
zcZF-i-PIFUE?#slC@kll3X&QfcIMb#tBhqnK(F_}{T>~GTwh)hRQi{Vj=|(E(K<)j
zR*UJxI9xlX`Y1Kzm$jTbD+#6u!nu**F+;-Hpr?>|RS1;>M%P5DAzkTZa|(uPI-ac+
zauZ5lqunH8K3)uNRlp)u<$k0humvPdN!R(%vHK0d`vc_x<ABgW{CL0YFn@k!M;EiC
zoMcVZsz(vI6y5QR`$2C?@N&HA%u(vk@_7B{tM(eik?lH5n^PJeZT_(~zilaCe82d5
zDw;cf)Etoqgdg~8?!EQ(<G9q*zqT7#^Ns4L*`ji1S$5DA>(PF`eb{2O8oW-~u_u5E
zP2i(#<Zfx=n~K%}-LZ(4mD#_<vT{oA4l&ptj}M{%U*it=O@R}y1^7$U6}w~~vGl3c
zZ(^+R@jWkhiSaw^4{yHmoE`G3@cf5w?#EoZU)_y)Y+p#NF4P6+6zV)N+tUAJ;+fWy
zeK9A`{oi%VEP5ckVGDNIK1N=1TcqXh3A_Wx;cG@+!J>@C@8GS3&EzQABXBHxNG8W1
zgGR?W43TAJc;pcle}F=~P$ltpUk$3^%;~dGykJ;S-F%Yp9L;rPp!#%ean8T~gQ(R8
z+#bH!y`hwh@Z57JFTd)!{AAs<V8`z}M;8uD5K2che>xS3w7Q%+nD`iPz?M_nJ96CV
zaSLiyb~IQ2`nn<E*eerZ?nNMd`231E>V(BsC`Ubs9tfW!30-=bcOBiRLQSSi+NI~&
z70P1sEZOi_d{gmA(G2*p*ySx!Hb?At5rdz}!+An0s)(yS^10CPLEI*{?SFQ5=U8Z9
zhzypELqV%LmSZ8}M|ohcYcop>#$1`Zh0m(P5lT1;(&#J`*rqR^GR0|`p4Mb_?3nZV
z71^DBKfVII3e1;(vH#BkhQ#FtLWr^eY_2S&wiW@g@Gd*>NQa@i@>|u&^Q*So5z86U
z)u$H^&Nx$k<UJqRme^g(kwMvQ+mcw262n!HWsu-Z8Ck|cWx7)^NkLEC5Xz32I_ypq
z)b$g#<C(1GmCwO^#voOJ(<;kUws>5JnIjHVGgTx(;mt({Ixqgo{JHxCfVw%|(9-k3
z%EY#g)XSCEs<w`VpC8dF^q~;fUYD!yUXD@0gi&YRkIY-2qr0p#vMb<N^^aTEPDI@M
z(q=@$mtbzPd|Xo^tPak!>0|Yg;;tfDZXC!$E2}Tc7Cft-iUBBRw4PRLGaFHiwRe8_
zK#t6f{*m+NKfra-djB?ia^dB8kp9HdV_#;gp_S*c(lHYF?B69FEqTty3G{S;gHRTc
zuE7H;c2H;DD<j}EWwb+WV=06H3$a2XbAwuS$2^tZcv}rJKd9JTKKbvJLLJM!g?f*f
zd<smP1*L$%aAPEq>45|Q_`U*wV#H&;0`0tv=H&u|9rF4~K{e*_@=G;366HoFp0f6|
zvI8<a^<WW3d9P#6`E>c8)Y@-w@TjKy-9IiaS@RV`V_L)e!wD!)tZq29DhnKKa+2Fz
z4gJE$GpRDXMfEhSeC<MI{JqpJU|+zf<h?%fmSb0DHpPUj3i4=V)Vy-763RdDqH7^K
zGFHla00(*HghA%f_Pl2&_vj>AKKowS?qX<{{MBr04Z{wQe%531_pH_PifQ$PpT+-c
zkYfi0%$9|YOi=NV{~{<>{Dti>l>@`8hw~DIaVl@Ecq784U)&*4OELF7Ir>75YYx_g
z{4)rfADWb|*;afzn7OEF_w}G~Kf%96Q0_JPYjygn?Y=xEr>WN}W7M8tr4@(Fwq|Vx
z$Ap;%2Ury;0n|*@4jnVz9f%HoDZ~A}%U=WWR94TFN)_i`?Rn#{>`y6>g5H#K=g(!f
z$XcWSJTLSvnMh<q{1*w|arZpepJJl@$&uZIwZbF$j#{7=3WYysv_?EKk(?Duz3M?5
zcp8;d6M>9>4~0%<xD5=pCDn+{Hv93QTz4{g{cpw!s|*}C$H2ClxL%B&npPDUo#`b{
z4?9|4tQos7h>;YN5V{MDmU0deZ{ETrfFpy>I=gxD23iEno45D@aNtd_-=Gkpa-~-g
zoBKm_E3J<}rJwK_`dvG$$zt{R{xiU-7gEJwgo@4#*bT)1ai_aKayFkXp1=l)TEw8n
zn~r3JRb0bL>&U&8YI!`?&ik3#KKa6Agr<yp=z~KeJcd?~$R`)d^#2)l8Iv$1W5$7m
zv1Axk%GHO1cY1T48>p4TnuXx_mIY&SD^q?kX^pdi`fIUt`@%In(Gr-hE5IWoqnr5w
zopJOs<8XG$^5WL^JnyihmhkJMvOOQyv6o=h_Lx<BUUGKji5b?&xO@#<K@I%<f(Xp4
z?yAN5<g{%s7kmu&6ws#eG8-0jp|PCPR?El)e=OC?<S8mO*rZvQ1Jj^e0A_$P_twqP
z=xU9(A$~ueIGOuhyybh(FkMHd?d{o&2pwW!kU&uG>N-%1<cCwokOU)u7ZJA}AC>Hc
zvL@SYVc+^!{bCgCqnrflRTFiL{@(ah!ZlWXgK2|oaFjp8Kps8~9M44}ul(gGbB9He
zg{M@f)}8j6AmeDfngz(TNU9Jher!nvtynqF^tvYfX|r{nS@p%Z!$T6P)z;S!HK$ZH
zKB~(OrF~wO-(cJc2nlQy2<t#wnOB6H^fQDu!i1OZv3I<rC6u)7$xlWE7l4ASaY4LU
zSpq4N(>#?Ws1&p5;0ZLg>QaInmBQs$99L7=^eXv|g`K*>G2ja_=u<ehm<4!K{0`@z
zRtw}nDb(jfQdjyR4j(729(loMG7}sKzx6@n#IB|~Jj=qrx}{iM5s#gsHnb@gX@S4!
z@6Is$*EJc-*CD3+wG>aiQn}Sw6Mjh^aTyH~?$_Upjjgmge|IJrSsq!lm9NFaJ)Evv
zd4(*i-SDpr_kUr9tV}7c;a-aeQPadNOvOnctD1&nG~vLz^MD<q6`*wu+Nv#ETQSIR
zg<d=9aef}F5TkFB4)H)>C3S%~9DYH56Sj+=c#-tIqqQ<Dwr(f382-(VsE`I4eXT?A
zgDNHVdKvp|9<yEqeG;XmO3P8{!sE;hA63{uOC`}D)6^poyoA_mv#S031UO1bSy8*M
zJ0LmQySMo9QqD#XPIk$-L6FFOdx2Xs60+%KWKZ!F+QKbdp+#0({CIJnZlN*dy3&tP
zY%6fA(&qq*Vh(EAe!^NQ2bIh9QV-d$OOT}oAnAVD;Rz>z>wl~0881UDp3cxx6^sFL
zB`Y2eM8Jwwwb^w%2!)rx?^afkP0HzXH8!BA3`SZOc07D@jd>jx$Rl2}yTtqIWB*$D
zPZ7Sqps~fOg73Gn4@A2e%w+Oto>kQxcB;Co`GRORS}jsvgx82qwn|(`M&9E}WEh~x
zo_!xPsWXrbES}dDXSy&QfJQK#GiImGGm`g5Z%MoGaCWB=B#zv!>+>6sg#I+)eQ~nM
zOFa>eMv}<j^`m^U973bidq{F3h|NGs0_06j1O$=sZ@h2aVID-To1dQt#vH^>*3;0=
zC{%;!cy8Q?7>{a5hG`@u@Gpo50?>BXgH?TQ{5E>~_umfHvWesUh}T~jd;aI46J2O;
z2QPT`YjQmuF)R+I?2xXEeMOHs6>lKrBUir1&`?V?OLmBCbjhsJ!o%?8mR<&|lU-%B
z!}2~pw*;J!?_VR?cPFGJic;xgg@7M>1=R%GSg1GW349T|1zV6hH|-7gogOg1+LU8|
z<(k<g-qg24*rT)_307Mp*B02qNWwA@8EnS!WYeOwQ+eIwya;8&@VqPym}D6A9w%kF
zr)6&&$~@J7V5FC!gB@2=ZvLEQ;w8B0&y-FFj0Tx+T50KX0EZpW&CTA~a2Dj3#^xtn
zd)5Ziz_>D(GKg*S@sSi&^{{PJ?wE%HXg8;Yku`W+{W_chy!!#0lWdEBumzWlswyTk
z7E=L*BN&6$a3|JYJ~FQi?x(&WjO?sI*GWa{x~Wqew8k_=WbvUTa#AtYkIUM}0)s``
zkBAFqm1Eu`!_Fwoq)AF)$@|l+Q6hDwj5uG81<OKD*ZeFio^Gj1Y+1)FbkXykvLz<D
z1^Li44=inmAYs^HOrEPG<F^TD2%Nu#m5-I1kEYeCPz(`=8|0y}Q-0BPxDycg>Dm&1
z0hcUK${&pvs-~2=A!)|w!Qn;{@=s=B4R|yofVcXy{rTj8r(xNrTVd-*fB)1e)j1op
zPxJ1@lt+85j=aPL)<`?PI<dSf150$X-rXGu<8x`P8luHz;z>qJK^X&+z5Q%Zd5aN+
zzmitBy-seOuBZItzGQV9XxkY^_Byge{__mqG<}fy@@fDECkNQbzXT0yubmcS+n(kG
zW9er-@_x4bzSfcc?VRb2!kxDDuVyS~U6d}~`fgm8UUH?K^j_z|+OI335o_0Q+xFR2
z{x@;<l@GPw%Ve;Q*Y{;%>YD{|!*)q+b>>Eh8^o?Jh0#VA^8DXwi$U^`7#peth9JOL
zAVZZ1l%HTyVGK_tjl8pehS#dd!KBI)6x=mi*4=s@|8ZwiCnq2{1Qfieq`M_ggBNkV
zz5j;KRFvpR(f0I<GU#Q$kS}VcMqx+4=x*6rrE@M!3#^K-@5jQI#tG}aFd}rNx(u$F
zwXT$q5NS$0^o|ta6a?gs2O^Njn*(Db#@OQ_;MdJI_@GNL#em~V=+riC?}C3Xt?oXn
zYWl?4ys*eJ*79wh|6ZjRllP&ZSv<!ul#P5G{~rKMuq@NCfEp%wA@&G#;i`*i*mtH*
zvBO?|A8Nmvtx^JtDb)^+27^J%T1|X2xzhNAKQlv{BNA~|_>oPSP-`T5sh{?dx!dUa
z>d&`%A1<$}ntjoGQjs3_SVQgA@}_#j8)E`&_D&Mox}gMA5*{x&-Djn-=M^e<4mPR^
zmJ2U3fc!^eEYn&z=^Ge2)U4Ro{j<n_q9c=Ip3(Bpfgn;0fL$$N7u??0mwGqD)XTq3
zS5$M9Sh3{Qh}^EV4WyoU=B4L6$XDoLv0Lb^k^4=CZ|idyc1`a)S@s<)32<9rHl?bP
zWUp9PZkH&rRX%zWYe5{^zsKdiVY&1Y9BqNbz9cf`0|o?Q&JTvzMNH7o>s|S0cj9Ih
z)AY9A-eGClH~Px+?RYzCHb}6#vIeg?*`L;Jf|SCRk!!x#@vVtSlmHt}J1(dO12$KK
zqhlBH8?&ldLTfae$4%&{^uIk@$hZ01Ut>*NED4Yf!t#)@tXALh&bqLyKOG?Fdn>yq
z`c*&ljBHG$>ZL;Oy?(b}$4*OnuypcKdxz=ALvO<0`FsqwI$quUAE1BL(qyf;`+y$<
z#_z<p1^B|%*P572eli4E<LK(J?A_{4xxacnQPhgGDsw<`K_B;bkN$0v*GbLor<*Dr
zqY|Lfy748cNt1c^3&Wmh|9AThoc6TsPV;?h+~lFuLr(wSSH(;8yl2h5<)p0UG7blV
zk&}XL+pwMVF^z=AeeySya*uQ(6s56_q7;sXBylu2nnPN3o5Ui&&UWy9;N8ym1V3a-
zc~BLBd5Qxu>oa?P%F_Lg+k=Si&VTLvwwJnPM@*47U)IPQKLj$QN`qYc#5O~C*QW-_
zKi|<}?9e^s3%YDmolC@wUpK~I|1^2_LUdXV0sY5AWx^xk?=RsGRVCugg=b&-r;gXK
zXIw9^0*_3ml=)8~7x)D13O6|5Xy$<A?txh{ecH_na<04vj=e=on~MG0*RW&L_itNO
zpXi4aDtYGoQzoAM;l`bD@hH0b=p6dV?bRo(QI%ZQ!-Ky3l-rnLo`C!@!XE!{H)3e*
znoM<X4Uo0tL4r(F@aL)DzOOW8WF<8_e2#!roUghcjhBkn#RolWhejN-fgwBACxjR{
z34#cBGvk4SYKuoQIU@^3xHuum;+fL|sr`Rmjgnu_UGoBDj>rrtSw<+&#8rZ0%X7;X
zT8j~Ca4(0s_+gf=E&wg_cx1>Q{IEraClKak7O5}Sk_4jM(exj<FM~szUpdIFrL(13
zUAlmUMJ$%58M!=b(L<5H>ib}~(Y!b`2j%Y)F1MDyts})caGq$==?o<nKrx1#slh^^
zPYpYWqC*xhlvfJYx#hM1<hBd-{^VcUQYKq&gvZr%v&~3IiM;Ro^M8~Z1BdRS;qVQb
zV1a_4xrvm%1M@3xk2ns$dI-;dgm>xtKHl%+{6E5G@u<d@{l4;Ri>NwJ-`hU$JH++e
zL#;cLB=>rIJH=^uY+rvfi+>b{=75p$3IE)~tdA3-f%z7#6F%sZklrvH9GBk|=!Fhj
zIL60%K^2SqvcnKOUL;fa1(6#Jp%kM0HXyRef$_M*_-;)QR+f=AEsq2^g-{`3(6Q_t
zR0Zq!ZWTJ`-#GfnL`vdnwCiF?@b%%K;Zc{J!g^kPA{e<z?5Ne*^j24{6)aA|m|EBm
zZQ7)AyS(Xbbbl~wWT)n8ec!Tc(v{aN?W!hI<qTHBrw_02-!~8YF*(0rxiIoXEZ=$_
z5x6wL#R(;Vb{vwJQe@e4-DT)T8;K?siC*AhEf81)U;~a(--V!?!FMZ8z`eArKv4>S
z15!LbtGCCKu044zo^J^xVPV}Y+3sr^NY`nR4PV_u!&+HA_*(<eC5Py}vdU_eV`w~b
zP5X~2Rcy>EPMwU2yGGYN3m5-$e%x&NK)RhfU!oJvvQt~8FXqhK6~CANE7LgOl51*y
zX;nE&*D>1azOdp$-NKgsRj`ONd~MfYjF8PBsO|1IHf6Zx=N~Y0^Yh#GMqY6G1L&^x
z52!n#^s?Q+WaLe&s?TxVAiWXYw6<jfAjrH2%ecAU!(7heAZBRO@9eZlWz@)684TS|
z>hpvtKIpiOMW_N90Z7HF?!KO3T_;fV^d%y1`VtR4mbJ<v-!uSu&Jbgbz;z-q^G6&y
z()0ml^<?j!+A<R_#IZ7CNJ@=zw^j~;f6fEhaHmV>w8&tD6zqwyOEUHnR#gL&!eZLq
zt;1E+OncF@d3AHv^BRiH1+{d16NUVWWX;jvVrsS452<!ArusmT8kFGDPnxZ=&uX8-
zufnZ3b#-?T*f%(YEk40UVSrMJeZPqftnam9XW9T)cm>d-ycAB?s@FH!p|(ZZEO0r`
z^eQ4&9~_^NsaLppcXoK<pMJ9kU^bFT38S5=23v8Ek<nIrII(WZkD!rOfvCM{uyr*!
zjCIaYsoD1>7B|GV;ADsIa>fA1{OHp#x!IJ7e8YU|p-tbi=LV&cNN0khu{)HUGQmi%
z@Y6xsX(!x#f4#_Yb}rCrCPBM)Hym)&Ow5cQQvPszU+vEr>)z5p1pe%_>aBvdCE3(#
zaE~F4->q+xs_4!4X6Py@MtA^J0rCFm?i;uK6--Jj_gF%&E1@(LwD$DEWVN7f+G>k#
z#7ah6@!xwZcZC|Mx9@O*q00AWHfwWqGc7u^u?3kGV2_qrqVEd5Agw00DdI;4cw>J5
z!7}qV6Wg|RXD+FJ-s)wz-MRbAkzelIKfzpJF0uR6s*U}Z4y=R{B$&X>laEx29ll2D
zVu$W3IsBeaM4sS)zwF0OZqf=QgX2$F$J?Zvw>5o69{1xpWgD&@PpD2MtimG0K!AMi
z>{r8{f5)`Uz2A#@qxaB(zGzZVw{fVafJ5QT@E6wiRO6enHw6G!ciFUMCiGTcOR?#K
z6>Ddj_evDZLFz0R0+*=(HcyvzmKq-OQ2!JH4n!Qr;yo2S5$4wG5QG(xs)_}|n#+{r
z3wQyghwL>^2G%d%S{hx(;|c6N4UiDW8+b_NJNSn90Qp-LTR%(2E{9)|H%jyEek|I8
zGc#MBUOP63C0EoD^%9Yx@zr#IF<9r>mF&E(ihbYv^*P`(eaFg?pK3sDix7MPT{i-P
z-IDXJs8|0VyH`g=8<yALzY)oqlvo}?{>Uo34*PmYjRnb3cwP&4tau<u&2Mk&;@8WU
zx*U6qsXfeDdKS?d;qVW1fN9wcr}m6ur=?qw6{Kf+5M?u$m+JZyabs&Wxtvj^%O2`j
zr|p@4r;*VpXs*f*I8_5es3+oOa}YOgQ;1$lZdJ$-wy9h5=tKObYXYI?6HkvZ=@cdM
z=NwqJ{D$4as-Y6_8P=~h*FgN@$>IIw;^Q>Yp-R{Mu1_1`oNDrlRb)4(+x|<FXFR<r
zt@tBpz&i(1WlW2!*zFeDD{(3qyBc=h&DBvpsZvCe9lq8O?Uq4hw)=QD)8(i#Ysa%8
zg@G{YUJHb!(B~?IEP_7h6a6EjAb1z~#EspoVa3X$fm|ZFS1W&}8B;q)f~Z4qr`}M(
z*tL}xZ^r=&2BsgNQQyqNu02jx%1^C)c5G<^et4zrZku!2>>Ij{k@dgt2j)7?2%^Qp
zD`1)=&BQAliE?z!)YpRoTgC`Wve?6ZQUn#cn_Ec_9?(_HO9ns3N(rL}msS#n^>3~~
zBXfgx@-FsKm1E_E;mo@nRk@Dtv1YYCkF9t~q;i^ipkQ#j`|s-?dal3NURpGNYg?Yq
z_Hh~DQpI-z2;ZVvp2%l2fGkB82Z7f<0xQz?OjFHCJ?WP6K4)yrpiE`&<${sPn2trQ
znuUuyBWH$X*`dT+M15t`nkWnw{fWubF%Qs(EK(K)#`Qu0zn-5QEf>7jRq%MU9$?*0
z(#=C0iMVZ2HaWtv5>l|aIe{3M70F(HI(<83zejJ+K;csc)Y2^C1;b5EZz5fBc_I2y
z$X6s0*==_v1FTtWH4jEIIQ*xx5LOleGfTX#<sKfdI!{*D1VOph$>QemldR$ipHWQa
zu;EdiI7eH2Td&9NyFYD2e9Mh}j127NQB$?_OE1e*l$VX4FMWCL7jO<5J+o|J`s_(g
zcf<kTFMMlxh0ok8&N*l(CX=?!cAsF+&a(+C1%=pmO8PWd8V;LPCTZ2!Jd0nK`q(=-
zAR0-p8385Je}-Kjw|=ia6cbQ<9I12WK+gC%r5hjOVm^}F9_e}2M>RN!TXrIEg;FEk
zsP(^Yg&-K2B);Wy<&5~!YAJ6NlO?Vs<ZH4lB2ff4{~Amw+180QIH=tA@s=!Aqc5s%
zG0;;j^U>|PTAWN0>8AJL<e2I(r5ra5f+w_<faOZT3sGIUjBEq)t@AZywib}{Le<*m
ztT1vRPpF9<%)TO$jqp{eu@*HL?Qso_B%Z-zQ%C<L{TZjst2f|;;9XMiz!;yH(s^Gv
z?f#W$R5t|6dx^6w&#mAL*Y&9{puHNzvPsffY}Sj5hC#cwqERoCr$N@XmcsIP$fA|Z
zj-fZ^4FJVka{m#MQKV*9U)@-<G!*U=>|Iw*p2-Y9xUxVixrOTQc$=tdO`fUndgYSJ
zb{Xp$sAXAV^4_CDg|Z>!dtYW2nLKu)7+k)k*~@B914k~L(MFiVbn(q&Ix{vqqoBo8
z9G?$O$n~NDBQr&>NM+At@B04bQ|uK^(}}Ra%_iB-0KLMEw%5;0wm!RHsu%a%L*;L?
z^R+IWP=#7U8Hc?V(K?XY9M+07wB21}Iqk0{R^4@<@Zzg$aKOStCoCfcR`BEM+WSXG
zT~eK#c8|ulsc4<`{F&z66Dz&CI?TQLt@Gx8fWq>ripT!}Xt)0ZXdeFc9FhF0dgpm^
zm^?Vg!JgjrAE0A@e?3c|RV5|>N^frDK4QQ6uB*DgsmGveU@N)un*DpbGedt{mYkAu
z-$&lV{ANOj=Nkyn3|Vm0ia5qXwf<78f4=9Kk9#jNZE*TNUdq%ZGMGwr&K$RwFGvoD
zK33mD2L$a(-Z2YVY?LbkAL1KY`Ut>inOJzhrWO0Ho@8Bf@?Q6&K>wg|<;=kNq4d|c
zE+p2U^HTYGRkX``=E+yqon7~8-*!UJ{0ETLFSVZ_IHL?ZJ*TP=X||SrukISO*}J^d
zd!%sS!^vN7gnxhMX%NRR)Oo#xwUi0>h7aS8ERe6PXRmy(aG0io2r0+aq{fiC%l*`r
zw{?84mui9h)4q5?`&F33+>yL~Jh7#knEVUBfpkzmLOMR;%0(t#6FMBglX(MEHdw;&
zm9d3+Fu%8cBB<*2%`?4^&C|Xp9N#4h%?h*Ce6xLQ`$S|Z==SC3mF71;7~ea)Z}ZfL
zeclMWrh|ol;>aDI=F|lhm6^)jW$7#Bf6HDjo-QaHL!Pc;4+`3|O9YPUNTr|yv-QD2
z54fWQ0?z3n_JKbwb}(yXX|Qf+z<l3_`eoXU9o&K6E44hZ<T(*Le=8A`j6Csk`_i}-
z>_>0mK&Gmy-=2JPom0gvhD}Z{e>d-#=vH2$I<6fa*C99}$%8?Xqzq}tWcg_h8fxP*
zX)6K^@9865R{}>NdkZC(hu2`^odh5BZoARal1-DsJF?@u@A{)74geULE6h}6S0pIN
z4R+4|wC0`f8&$0ZKzhW^{?p5w_HFIhMY^?Z-6-<&3Hq0HQu2+EhpOzkOST;8f=14n
zmmC!HyTZ@_$92``;46!#2e`N#PbD^w32OVgwa9Nf=jx1hwSXfFsu?4uY7V?V=#X%8
zh)q|#`NqAL0mHMj8*L)!RQlP|ZmNZPS3j%#0UM~8UjF$uWE^n&a^aI#&8@bE4?gbI
zI(ws;=7Sry6)^Jr>K5yG9Gu3TXgpU{KphDZ**B&%Yj$Q;%ya7zXtdclrM7HDFs^^d
zYqgU{f*K>mevQ=xs5~w<g%m7$rSZ|iZqrT!Chx(}46mQZE_}YPh_2c(BR&4}(d8oJ
zY{1HPr|ui26+PUI>ur+<KKO3Q95;2{7uz0b_<BKKyw@!-7&}e%nj^*GgLOiduGztp
zc!xyof4yE<(Kgp}$jZKX=N3?inC7>b(2%P?J1Iq1-!b{p9^Y@b>{txF)t+F2t}lP0
zdjnx-dcnY?y+EPrcNp=iqjy02>wwMutD`&r_?gX>6FN-s`~AGbT7%XDyswoz92jXb
zPd2u~_vW6!Gw7sv9~mfWE{ioodnjvUVAvq)O^8KGbbc}<gGTpNvymL#Vx>}PmP83E
zKda!8pbuVk%E+`-M_yl82nYzop03zaeYan(VbYsU8E9aqA)ly1GZYo!w#u10YG7r=
z#kh~3t8TX#C;WSsJh5?Ifx};-OSdPMOa$T+YN&Qo1@fwt1(+<eNXF9TQcKI+u3N+b
z5nltz%mjI`If#91K4fFqFHKeZoKk7YKf2uOwjBk`#1|k5EwgNq%0a`i-gPz8EiB!L
zW<WZ&O57VH7$ZZ|g9ajFdAbYR8DU-&I^9IKL;=Y*1+G|a>YB(Ry*S+|*K4|K=aKWK
zOtL(44vd|)yZkYSV~xQwSYRs;><e`a)eY`J`~>qQGE(^fAp(%8tvR{~xfX!(FGOYx
z;%)C`6RT@t@4r54r<(K-__9$zHu0jIF6Q#bD3K*WPoW1e>y-prZD(g~CqHX&*<bjp
ztQLirmxz^7Hl|LCHs)<fvhkSW#}-hIs0a1v!pV<2Tb+(-=PIkCqKLWbVH#?3arP6$
zyc?Ah`JCMoP@b`>hP41xSx9?>77W(p%tcOXC>2GW=6E}wA^3|NJ{66y6Zw8yO?gai
z`4#!_6CH2MuIq!5khd_F20@=`>abKhMbde`w>dLSwehQc6k4~uku3-(`NZ0dz7k0`
zYt%<NtTxK4rbCAK3^O?cI;FAD=Fr=4q%o>rw6=Mwq~lu#iBUjTB#ba>IlAgdxG!AQ
zN*RLe=mz^lTB~~?jlkH7@{cAbE2u4H>PW^8Bz}>s9@iTT=iz#9^BQb;!dAS&AdH??
zniY<nKx)@%s1e^UJ&IvEWx^&PzN8f5)n8WbVcOMqd3vagUpdCv)f?YCXHTtuo+>^v
zQKO&tS_P%tb4V^{UXrk;S67&cRiT)G5cu3eTH|f@*rhsWGu58UC(XBfH2FP#{RM!e
zL;W45_76PoGMZUhX1;Ulr{iZv0JlQ-cWqou&eAbUKImNp*w$pwJ^8-Tqusgn^W~S?
zHUXc@_S=^hIhn5ewkC=`#^1iw&aM?U#`_IO@gtpC$M`sh1~<$Ccs`W08o<}Ipr9Q7
zahm$xfi;R`Lx=fLj<^4ukDi$A{j4(cSD{IERQt|j4+RU3j$4L<f)0nR+Q*2V$cEQn
zszzq*;MN^?43l>;w+z|!X*#s@p_}{AAO+19<?1>NwN5teYDDWAIJ{5#J|+(wD;0@{
zTRxuA_t*WT<P>zbF0cA|`Ius*thg0n0UaC^J_D%l7LK*@u0s%K)3Pc7HHz+HgRd*l
zlC3whZ<q;a_{QeumR6LsenP0P`?Bt`ADf%_#fACE*QfdsTRLQ5P`wPCj~I|AAH~=M
z{$Y_X+yXgmnFcEhTobE|;#DA|OlzgZwIiEnoJh?~6hH+{)*Nc;9FDR#IQG6*9SIc&
zPk9*A5j5!-j(Ef1N6Kq|x6a){MWclgU{S}=v@lGFNQ9h7=!=3Tgbx>|L`sr0Z3}Z-
zio4!M2b|{k$w3b?Hg<U7q@4CfQ>Q}Bgn}m_<h1!=jC>)o)uG?;)AU;5xBUli=4lu|
z{$qD9H(@1z_yHOXU(A({Ye@Psy6NdvPh8$|H;&C|Gv_s>VSqe!wV3IJ1K~e|inH$Z
z#p(X;@6Z!sTgdpnOm*A~fx|bT4M1d|{fC_jlZzGdX}#sy^u9RRp~Zwb=uk~h7;$@S
zQb!Ax18jNcJm+nB((@2$)i0^g{b#D}@wh!_&t7twSffn*S}pQfZ0z*Cc&LO|TiXG0
zEFUSW!`jx~B~C+~?v#oaE*3wnuZyi^*ZbF<E~9PXXD@b4I}A}}50K^m0ZNuCMlb@(
zxj>v3X4)&|<WA}s<7xQ0YI+OKzhr12DXC~#!MnzTZyXM8QuatQ_j$6}u&O#@axnd^
zYJqKqjAmF$upVA*94Z<ST%;U}XNVqaK=pz83feq#;*UM)`J2w4dT{Cf#nO`5={Jqv
z_Fwub&?vAiLQ8qtt+(U1+(Sx6-g(XFK8=muN}(M^yKY6P(^flga=JUGK8hx#wVlm;
z1wpwa`<8r*EShRGU@Q$u>o6}dRQ3HsR`8}x+Ah&D{BPMeJPzZU8<F)?bMT%=-%BLS
z_x8FFXe()hLlR@x7Vs=ryjU;cRcvmZ+TFng;JZc8Lu*1%Rdw*tfcmPs@deCV^(Hl<
zqz9MH)o`P}Yz<Gp`OdJhYQO!#p7W+hP7iimxbf+1z=t1uZ$CbM%&m1CGL@vxtDp(K
zhClRn)qSrap&H42?t;zR9)`N!-<qwlLFLrk0fXq-SC-nNNC)9vV7_rQwnl!R6zwH~
zavur=CiJ&ntebMy6S-T9kIBT2;+b*^&r^gIcIwKq@x?Q$_ZNQsvO~CMJTB{hsib`t
zfpuEZ(V5@At*}GUPHoCO-w>Ppy@bPcP5+sd&{H}rw;|x$kq)zz+%y=1$N(~p4oGWt
zqaJW6eh#f4hU$$@lz45GNP?x~dlOdI{Dp8;>Oj%y5q3k4x%QTA-{#J!Hka*sm=<Su
z9A5ci?5Vxtp7eU-933-weg^vWvN=5ef4r7FdBGwm>tkK8ocw@fax#l2H2G|3X$+gC
zFUjDAH{ai#X`^hKwwwb+<$!GJUtuuwh?1^b$ld@VBNGZj%uz9o+SgxYxl--_nAxWR
zntrA~Np7%o`{uK8=KMjQXL_&Tnh7E)eh^}v*&vaRCNnkDZBJASQkf#A(12#EH~bX$
z?Y1MR8?;qBoO*9s^cg9U0;Nf$48dH0FY1zq!DrQniLQB3Kt~mBWlL#XAcY|u#<lFI
z=Td~Z#oz_}7-3m-^Io8Ti!O(NlMMB*389ePmSv-JDaq5$@UTe9o8gsLjV)FAT5MO5
z-Rw)8Y`7RX^5We8qv$-`lH40G?7&>PQ8Pzskb>gY%$%qtAc}w^)XK^dHzk#p<=$J|
zxd8#gb-;DZtQ_Ua5JzTKmX>&0jyl;mAK!n##l_3}zR&M@?)z^1riZ(`tM0CW*8b;a
zZtFt_>VsAu9##=~dG%F<H#7C-WBnhtV$1e#G$ii3y{EV<R~lmNcevQDSq74Vr-0wt
zzx6Uy6w7U+nLA>$i!FWJ`dJl<!eX@!>Ou9@#S?UTNh2?#g!P_q2AfCrrG?Bt!7e!;
z@;>lrGxuam_i#}RQAPLk@Mtt>(et%t<%+@2>^D+><DTLzc!%y1p1F-pJTv=Q`1cyF
z59fpLPjCaW=^8&+)z!2vHJ+*ucKd-5c|ie~pgN=NpbZWgtT%7BKqll2)U_XNNd05k
zJh8cl>>sRy+<0*B?N9T_#X}DbvPwYtlV>$c8~}gB2UH}}^qFv88VucAzAQQ6<05sX
z(ODRGiWq{5)Onr<B+u%B65ReMaXhE)>nn(wYuG6Laxja!lAoo<SVK+QRh$ki>`xI1
z6l}N9f?Ys%YQU1VCTttku#~TGilTp~9`Q$a{Xdad>7%_Wb#kjxwP{|*hm&7j_E5Z(
zn+6%rNop^5N6r~Mjw)GF<)u{Z=f#8Kl7Og05JQzwN81f<LEa6Gi0-e&8zJwsY_Q|+
zIYbVoP+F%hGWB+8B@8ls3HhH$lUf<rHSO>LPq&YeCq(k55hGJSL#9uhyfO7Xds!vo
z;`V41FhLgVbo}mp9Dg=iZ70!utVAn-PS~iujlYJ3F}s(UQDfCDcf)+K8PCz~FnEND
zAA6c`v7qdwd4GR3m$~CR8$NML4$y}oFhU5o$B)j?eUT*-g?t9y?CrQC8cwWY4_{CH
zl=$c06Zc8EOAe$PIyJe|M=L=ErW?ZM53M^5M{D>@Df)eW5`#6ECJAE(zlFci9<%OV
z2F&+oTn$}JV8loW{B=YE%`*Bg&!51^`FL-bl^oW}89tG(U{|}ZvCO6y;}U0ALQyxN
z09Wg+CFW#G{u8O+`B87?7o4OrJGZXfx#R4SB@M~a^2$35irYJ}v<<bc7FoqBvygHA
zzP>x<H~GR<yMEkU^W7gZhwi#Et}uSMcle!qTkQ(Pgt7#$OWwP3!^6{MJ$n^f3^(#|
z**=KSaJaR;GPQRxFdOT4$8%4iZ)NPG`r~>pB^&WCl@5hhHf*0@##H~6?|Z?X$=f9S
z4u#@Zsxz$S?~vr#Kqh&pMR6ieFOmFID4pt_*oEm4Nl=t^S!9X^ll+&;Bw??HK_q<Y
zT=SK$E-z>aT*HHmjlnzdBMKnXO=*&YgR`NV_W|r#&!@|$e>`xYzXyHO(sda$|K*{!
za*5dM(0fcnSx@~*TRd=rhKft4Nr-Vbc1-ZgujrkTQ09?GEsZ;rAW*jbK4v||*GaHv
zH4qeX?tVMw$FLr?S1nC<;byiwf&{(ZmLE;??AiKcR<fnjaU`l#$qfCtO3}e7Sy^)5
z^W^iO2fLb2)bhVxKAbHzn7AZ1VgcC@JZHIH@U#CNVLCh5)dMV>#p$P1jl0E%Qq*3u
z*x2&)UM(q-oW)Cbg?~n@ec|OzNgK>&cRNji<lS^j{{Z1qU)e<t9BshZ0ns4A>3=`z
z)vT;ZUAbCB3bA=@4k)e}n)<#YuA<&q@ZrP>R&h1C<E0JFo$-SSpJ(|5jUOOX%)WDE
zV>43J>Nj8=AMM;qcFTbN9(y_{QN#GT1{j1!uAXkd(uS;Z<0V4$kOaGdVV6z#`P?|Y
zkusnScgH5k2aZe$^!^NU6T=oCW+IbB_nN==7KcmAk|`+gyQ21^tlQ+O5R)I#jHff-
z%MQdgxi!j-E{D3ycX!Y0GL4WW4N@`ynzJVL@h5%VbCniX^k*F3?OjvPJ+FU#fW|&u
zw-p{Hh^S<u4%7Dh=iu9_$_l(q6nTV`B9;e9zdQUR)FMV}Ve{2p_Zy7aWwvX+UC*mo
z!|*B86wsBMH`ghoKGModPNUe6ikxz7cxtXhbVi-y>DWA5WR?#S4_5|qUG&7+QZhcC
zX@}WF;o*oHwFN4|hov<}1hQ!eImKlrGS1fETR72(2ql8ll{eW;5Cwh*SyI!<tO$p)
zTA2{C0gKn?duGa_T#MkLfNS<@ZG_`rrlM^tAVMSbzB>(ZUlEyB{4PN_)2NPxonc)g
z?#d+i9gNg_YHo`Ao9+kOWrvnEhOt^u9<KS!9$6-dqMws*caz`q-q!nM2^VNC`Jc!+
zbq$FxeRY&L$I8QZcfH~6j=&%(VtLVLXG5f2Kk9<gTJKg}Vn-9Qg7<o}Bps<I_O*K_
zl-S<;t&!Q&n*N_i>I|2Pb)fey_sHD#J>5O!Yd6`CRBGmffHw9clE^B~*1;c_plCAm
zv}?XDhBE)_1>?%}W@3+oJ_Gwg2WvmG77<-vdBI}#rL~UBV0^*ff2HAsE;&NEV19K@
z0!2m=vOG4l-JY29ltDEjwGGCegd<<B)GU_Xdk;7<meWcj_s8KOcpA5b0aoRBIbD|g
z2&qZ*g(-TNy>;>7dq@Ma@fd%h!C@}WI_@r?+E%rcbLly8C%&M|Z~P@3yCptp{|YNJ
zM9%aHwdoMPCj*k5{?5}VU2!Y%s2g(2Pl|QWJ$b(L@D0ypx!=0ppFMwfR*hc${^H65
zeZV?T|3`j<tk{(gl{Jm3nAPVb6DzJwC)h+U9G+wd(KU=K=1VKfJ-C;r(Y5#dOl8tD
zu!Q7vNX0W5<q%al;WJDijVMa&L#EXkil2{vpcr$b3gpqtIbeP`Ru<jnbwQ&PwDiT<
zp?f4#%Kc)kYq(GFaqoiC9lO)Wll=XE9?bixij#|XRa7J(UCRvHvNlXZQiYh_L>xQO
z<I1G7x}i20cS%{~t?^UXW}#2M+s0?y#+Gs|{2rRP6Kxphago(GdXPa7XEVb>qL~l^
z&>7*mtZnJqZ1g*{J${<ArLwi8YOo3HeJ%$JKbY?BE~hUhwj3R(irq#^$b=H(=8q3V
z+It>aJGgiAek&Vwat3LqShhPL0)f*;e{nQRI_Gi9<@0jwR=@4qvE;~SoSxIJ?yq1{
zq;QNZJOQf--}4Zjv&42UVbnGYy3?4hy4Jx*@`sJQXEs*0e0>x)P41oUsUe-|2;{Td
zsxzlT#Oz$XY`6?25wjtk?`?fWF4*+(@z(ifFQxxP)Mg!7Ff+xJMSp<+KBaeMB267X
zeg}IN68<L2JNA&uo8q)HEfm2Li635FkWYoMNcgwb1hxv7<wA<esHV~qzbgg87&&&_
zXZ@P6{)QK(R)R*4x<ESmd;w-t>)~5@({V$RotJPB*bvCPi}Gk|a|lB<%r@>RKi@br
zWeARH#}(f!P4ZL}5h=P;Rh*}}svv*q_(*mNY4dzvZE~lYfm+DhYyZZ(y?^)it>)pI
zQ>W0L{lPXhXkHEBbksuFhb7-D9~~Bq`xx^#r(((}Mo*-O>m?kpW4K@E!l(|tyG>|7
zU1C*_B_t@Xp*}gjho7fGaIL41SY5zJeMz7uBat$YafZxsEQIaY2xc;C0E(GH6zz=M
zo|+WE8<9I?*O1--*tx5#L$AS(xq#wq8)!X8Ts{zx!xCjuTG9p%`a}Dl-b)^KHoqOH
zVRn+yA%CL={n>!GohmSPdncnUi-6;OdE#m9?7`AoNo6$2cA0I(Uh$2MqcEs5a!uAK
zErYLCRJ_lB9n{_Q?#<!J80znnZLdAtE;>XSBXs(D4<rFJ#I9&r8uT7LE~_*A&GN8D
zW$Giug~m{1tew<{C>YHH1CS^?zMc+BPEvdga-$<qax_miZ(DDe2>}i}o+d-p2|x{;
zDCDqUTPNz0G(7#GlFDHb7tN|H4Tqt93u3yZx?d2<wt$aSg=fv&-bKQ+v}Lw(yHbka
zGB@XW?|sxa!WecqXhB0sRW0x2ev7TDV2{vO6{swtH<%l*x1fwKr+n~+2MJf(B`FOw
zJsDj%LJD5H{=y|SQf~4=D);9}W!E+<4!cJyYRDT|Lnv9j05qaf)5UjzMf)j}Lq}qK
zXnxS*@$bU-+<oD<(7rJ={$JaT5Hg<lAu8Njj}}jBt80gt7(c{%E7cy$1uOU)tE=$;
z+Tx6Dh;rk@j2J=6co%YtGu%Vj1AZ8HCO8;V-M`ddElAT#lWY~TNq?~}^5%|1gOPR6
z(DI^;n$VMt-6iD@UC+1VOhZ1x+2c9I!hsD^RbCgzBgVZn+2xDOX^Z0@z-&ug!<x<l
zy6H7xdJ+vaM_K&U66_04K%<8=J?6<CFli}82qV8aBz5MF;2jJuLZGii-EUuk_3h({
zPCvYqb~q&Q&l%)~-;_44HHxm{_rf|NJcssLO*mL1!;S|Gk+kK?=N5jtvFGP05IKFj
zwpJJX>WM<CfqSSdDqF0R%$3GsMUWAGv#Jsjp<Z$Q!31BP@+xN0`+!*DJ~=wV=~M0*
zr<~d+N6iel4<tE=BbTF{J}j)g)>G#a8(bnW{5d>`^X&TEGfOx6D;TwZmUwY+z@DdV
z<m%1#WY6<5@sFS+w7xH8lJ`Tj)+^U%`+3xRIn9I|38P#OD2?&^yel04^FkaOf8P@6
z`^Tj5*_DvF2=9hc8_u1PcN#r6bPjbWUGMvxt?6~n)Y6hD)qlBaR8b4N!7nrH7AMCQ
zwmHi<pe=qD&=j3zvC1i-kW*NXRijX$kh(RL&l#-CRC|%kCChgxHx-qU!C<&Fbe~%i
zqPtS<+qVsX%E!ZltJ|P1rsUz<-oL*)e$kiek9w%2OVYO~I_D5&W|}qqaDS%LuP}$V
zD=&xiK`u2?1J`i;dRj}vZ6EfnoMI>%ro#2^LwJ?-24fG<aXCZ^WG+5ePEX`+S(T4L
zPB=Rrzh2oyv9iC<v;smHzY8mIe-2c~&7GMFxO^zHKX7{@x!g4(&id>2R?<LVkgVp|
zx1WpA@?!(Bd(FqC%(GGtC8szSxj%lDTa10&><ek6;l|_T^PO3LufKrX4+X#_&dyGF
zsWz}tO@VL6BfGam<Bn5itunb6u~YJe%sD^i)_8=E-y^$lwf7z&J=k4I*9gToK38y&
zcECDHcc6b@TWp@(7pYRBvQ%zm?Gu$BZeIu&o#sdp(?6>uzr4N9TKg36Y>9fhbqdnP
zhPtqMRx&v3nk5nrw6o5<^ZRtTGM6cDJ%b9p&q&vyyqJyP@PX3~O}GuaV4MOj-ejKZ
z&x|O9Nihg4X8q;-mnKzAsf)Dqcp2==7FhRNkND9Dn+w-dZpVm?JkWS(&av-l^%G72
zC>S53@!FF(lJHw|on~^5zrW85K8ew-j<aXLClxEzlk5CvflGq$@c5jD_|UjGQNpdd
zGVod^^Ce#kRc6|V7OttDbtJhaNs78@CCs*N=HvbG3$yqmxs66A8rejCJJ{5gyMw{_
z2_2MpU1N5{iCV8!4I^lr4X}i?vlrdy_ej`-v*udue6pEycXv2EJ=@iz{5HRPn*lFc
zDxdX+Nu81iBSv`AWc41Ct~@#(djBZr=;+XA8-E)fbB9IHmaiS9JgRSH@}Mk@?O!`L
z=WeV-xlVUCP%>ZOynrAuwgk>ys_tiv=#k0RswkqUkZ%3{G^|@%Ps)UegoE97JjsSE
zI|`z^W{O&~SF;!Nc*p5cn&;5HjQ!aK!(LKV_Z|<FS}5V~GNs%=;K7EH@|m)dF6m8@
zA#(Z9J2E>|3|mmFTkAUU0oKfDXZ&rVx-;foA^LE^*$JPqw|;9db#??Y(jdF%{{FJV
zS+S!>Er-xg>gH|!Oo&=Uo|79ceyD_ph?<aT?w6=GR3RKf1k}m~b0KF_rKCuMrB~(^
zJi_+x^aclJ1$e+{a^PXu8UN3W{%4UM!b;pS(~Y3+rX0h4>+t%<s+V`ea!s~b^ttmL
z1Mk&17fo*|=1et0eULAsk^sAQ+PX#VnI#jg$fhkE4}N(+7$Jpgm2&aG((T6-c}ESH
zV?c^5nt#$KEeWCG_D&@?pmMSh4(q-o2};U4=TRvlP83<5%!|6d{3Xp#H1w&l7>yY$
zjdbj4o)a}R6l(aQc)oMG*`2FUB##CbW^AfFYy-BT;cUu&MeGHLxxT58$U#&eeK%R$
zbJMv)`D%fM2QLC`7jed!+Dzyd?o=DbwH(h>*9$@RPbFv|u?a6QQqLhEP5%+=n|g<s
ziK)K1nODrf*Wl_)to}zZ2*Q);<$*#|L2W@~OvV@z??M>fDXKam@5lV8Ulr9>MYfwF
z+-ebU0g!4i6B^cC&V=XV9wQaI?^v7a8A%vCmhv=t_?Iuc-E}|T4mbt1@75reSA|k{
zA<p|2T|?X;V?f|w4;TeL$qe?mdG2Fe|E(IVN+4#1MZn7DZ4{1JX6qo!Q<;!1lQO#}
zzLp9g+Z3uDHLeVM#XpgIcjL)H6coD`*hm^aKGXC;uFsFlV((<sky6yYBa6;9A+tvz
zM67bsl8alqZCzK7U6xaT5mwT<V{7KQeggGjZ!mi2BywP-Z*$YTV#Y15{8vX?M+`q`
zLrmGn>5P<%&0ZTaZ}I6j*849<)}>M+Z;0(PjrFJzKkmLIyyu-J<domHIq4e0*@1ux
zntEiDXwE8UdDJ9nW#q+2a{VunbN=3*0ih;cvyWN0vI6x$mveVI(HP!oA+9`!^^$ge
zoH$I|wI>k6+%4FJpI(`nb{?HJU37W!=JeYT$G1BFiR5>8RIWyL_3#5-!VL9L74_$8
z2h*e>vJ6}pR)`t_`rZEkDv?x*lDBJkK@2R=*ofkkK`_!7Y0pw=i4*#w5&>_d?y^{A
zRtJ1hYega`BssK=0#9*uj}=4W#HpepNix?p8Kmwzp^yuW6HG5GulK`VLa0LT_^XS<
zzhSnEg7lLZ$=vG@5Y%O#l%;NN&;?~@fQEU=IoquKf)m3YrN6uPnIN>Ojp`h(aR*eK
z1LV@yQ_*cS@?+n_$-|~kTYlJ$TQPZQOa>E;675lQ)q4e-|LIr`=S&@Q(bJv5DpGdi
zs0Xh;Mkb6`hy;+C$mCt+3tt~e4<M2^k6MP=^r;U-x@5iWBRcH~W}UvD5wa#9Pm!k2
z-tK?;pGZdi&t}k{^{20<Xn%63f9B6u_?K?a6+7)M_{@?n>%`WMbWi49vp@AZbzr$h
zJn<j1t9^^ZC)HKo{n`!d-PcCFS{c9c^F~17sa&l4$Bw*jled*(M!mK0KfP+|KmBDI
z(KS_XCLUv_mUnCP_AT=>8_>@map!`4`W|%uStt<-Mms=3FP~%sO3lAJU6#vi5cyu9
zdld9mC)KhL^%2@Prka2J!RHEseZ?0XhRPe`1!byY0+Dv5BtCW5V*|jn+`9arr{ig|
zxVLGn(&+F;xFD<!wL>=L;q{-~D*Mh{QAg|r5fK3;ru*J`Ip5j5^Jdc5>K~qexR-#!
z`GkYetuHRlVT+ODkc~xoe=hb5J-Vu!`GSVZ4l(9T5S`J-9S%O176Q$!wL_;1k7%33
zrIoIa7q9Jmw{yE-+paATviC2e)U)DX{jv3NQF7<ntm%~QxaKKUgdsA=gA_$WA+V^Z
z5(P;+!_3u__MB^HkA^BGPl~_PSYjt+-19bRDd(IBiXSc4;f*%aZHI`N1RVaKqo==7
zGFUn!>zMS7wtk&Zx!L1r)PmO<=koSO+>h$f>W<{CDF_Q4ToGh4OQq9kCSkesFe_Hi
z#N@Miqsi#HDr47aU-L{PPjMAL8*a4mf#g2Z-S6$QwHJiCG>I+`b}cFvuH^*AgKuzN
zV&(HgQ80G-%){hpBoJj7g}Q#gCqB`Ok<`R>#$4@5ickJ>e&4#))AEY7!J`C6l-<Li
zEARylVSOoSD}2GXx&I-B6{kCAglUP+D9cpGHsp+L7N1B)V^}#E%4y^!+?JD-FHXO^
z1{EBv{E*KYmt5pO59P#52NoKjuXe7NsQW!aAi~&7na}Ahu4VFiW#K47ISq!w&Nm4~
z%tCXmPg$7?8REvgP|xx#y=)sbD6GqU3no<r`s1R7FZSJhIZ9azjp!ey4@eHv(l+=P
z6mvfEyW(Z78?VQ1Y^!hS#=Bo*{_$&Ss%xJl&dX+rSa{=};B{f9CbdzV*L%4vIE6wf
zc?L~Jghw_uENP*#H@ERE@R`5I?YntA-~#eeJ9{i;Zr5N!vCd+8+wnd|Gx{(8Ha_9f
zlyN7^j_p^~?$|JokH;@%Gg}ahRw$FP5vjgH8X53w(K=F^z_zFl75qNr#fAf$w$Y8h
z%^cGq;Si@*9eOBDtce2YR^f@^co>n@K-X2PTMF+iZn-Dk98^$~xuv#RL(E9cg8guD
z3|ExF0t0=qEVWG4S-zHQT{zymoC-?PJ$+?j>*koO<JmaweABCH+)VHmuc2Ttmpr^v
zQpC`=ls`UUO22om=G1I3p~kOnf^5}aW(g5w)-Z6BGkg=}gleoGUM9hxufDE-Ul44<
zqL<Ykt%_TaK)HLF`d@560h~@#)?kqM_-FE51y~O*fc{A~ho~L;SG4Z;uaUWjOpdv{
zxE}TW+4lXV^Fc-XVmAB4UOU$#G)L&mfT}@x$y;A<?!U2r)bjR|dm%A@q1=(Rr}k34
z-&r>KVmH0*`Z@8Gj~P}itQB|oOvt$ZL3iKd$@pDkE~bP>^2L)W&?svP*Q%97wc|kp
z$SIp9AR+Hm8+mhdzDxpqenSW&2R%?e-}|q74i0opy&e;D{ix-?k2xfrCb_IveRn*}
zNiX8-z7AhHA6ffOdRIf^KN0Bu#rJwBs-SF&J&v~PZp<jEIGxB6Rv0FX7~y56P8g+k
zW)GN&)v=px;QPnst2bo{@Me{w>+ae3fU4wk=PfIT#1#JQik-Nwuw-&gL(mhinX7pQ
zL@GO7M8_+gVr*D7dW43+@7;43HSK^Z%Eb9FVX{$RL!qpew&Xv~6kuLV4P<Pn?a--h
zU2U`w@eeJusB%A=4ZcArO)@o@h!ujn8ywFiyzbd4^Rs(VcT3|3+<YaiNG|<>0B~|?
zVLD1(%Uo0Hj#ie^uf&*FVkWoF<@e+)HEnBbCCIAInK;N(idboFS;S#LtAI$8&^`GP
zxT6D+X(^dNgKW~e-Uv-cAsGVKw8zj^S0W3Gb?dIsF?9Kxh-@>s9enGtTNRDTI)%1W
z7{p-l8pP<h-O|~4tb(%-I;HD^bb+P(#!@Pt%{|4K>Ga4vgTu4tA>qGTiZ~p>eIdBa
z4?k-+$f5ME8NnMl>?p`E*zIgk{K6d*`^|#>HxkjkT-(*xfZwQ7P!JU)PgBxK0mzNy
z<+_#Vemd?x@><l~Ab0-i=R=XGFPo3X#%+$=#+qXewKGmLR)a%Mlw>61`>*^%i$J}M
z`88UFe{RfK3^nFi;rq)R-#!jLcCL+O?R6@0j;YnQEr^Hy!24~^nOL4^YQVb2;VCBf
zcR(#PL75>7h=(WmwyNAXuXs`9-bYJL!RoaF>C*rII9}Hz{0tI1JDgo$8j<u_;Xjcp
z59)7c>#Pf&6D(xO=|W%;K{0cI|K(~vm0nqIoYsk3@DHG4uno6K!I0l$Y671AcA0en
zJ9@5~X2FmD%vZ!eI)qf_vF0n(ifXJL;@0Czl;<eLq2{*-9v||&=+S3+T&X7-m|{Ax
z-{r~F>wioEi$nUhvuY+~D16SvO@B0|`e-dFgT<f7rjysPW%d)MlpkLGOF{73C>f|T
z0mw;X8suK-t5L~Yc6og4&kNZgx8;IT$8zQ9#Qglb3LWMnXR6}vy@%b3=o2uI;R$~V
zvI%G8X=g!z7B=WG%>ksSAm2Z(Bytj+_wDdZ5MuC~!(>2c;wO;-w{Q0fbiIF0UEo_m
zbXtBuL;E);`{%+J{Gf}j#8{JBsy-VCW~FdoYfdMAZs1_Q{{Ba|Khww8E>{|PCi1zp
zyt?9#00)(K+%<EaoAC~Ntqke24g#aFN*<MJy-x>uH%>n@*T{bWdVQ@lc_THV>VDhs
z*PC-9@obmbQz)dNSV+!XTU~dDu;yls@=P1RZ-+W~H=>Xle@ZK4UMHmQH%AByY=`sa
z^pLo?g2ugZ-v+j$FIs=jYZFNk=SyGc<}l^&78J-WlzqSU=#84n9I>+SpT5b9ZuRHR
zr(95u#a%wTbS=9w>&Wk~;yDw)b81}kY%^={gD-`*gu4d_%BTLH^-&KogueTS{YCVD
z<Sf4Ggh>&l;?jW`yskwV0g^x-ddp7o)Tt2TCyCRpy^&JP)DplNBVY~eL@8{)ruXOm
z1}CyqJ)@3N@LI#V@~qt&RGUeshST0P%-IK#Sa`^A_nJEn7&SNFST1V9gkkM}vS}yk
zYS-c#{U(GpZ@*OvS5dNZmC^)P;T0jXL4Y)xLkU0;AoVl`Rdw9sDCbhE%4aP-)sw<P
z61jEC2=d{Bus}_D>R+wBxw)CV_9NI_#w5rfn>qUMj^RZNC$76fh&_7-5wTT!OqV5i
zfJM>eZ!kiASsQHKZF>EEnA(6_qye>f@d4<a&NE%N)Lq4Mw=K<XBwdG_9&BrEiD%^?
zGYwx6Io+8|)vZFn5oPZx&x2S>gL7amlzep)n?Ew;_%|D?H@ZPi#8$N^e~9n4mZ4(=
zXNYm1X<<?CXvBotg@8C?#Z432rIZ>%>8P%z_|c=UYybypGy`v=<i#$1vH5iPu=&dI
z+&`bC+~2g4J<DYvzqmj{1{Rz7Kmw_R(fE-@EmNd6z7|f_cvwmFBQC|;ZfTCz={c?$
z+Cyky+>MG>TZ-b|TVD|BKLgv@GKnh`XsyZM>z0<#q*?U2C;Hn1e_|uAYI+!u1{?~|
z4Pt=26FeuS4I8l3w8b&<)&_$yzcW)F<ZE||+BiSKm6rPfv+aq9zlpQ@>%BTu@g;Ie
zw4wS^KZQDLWhF~vF=7H6k&CV};TiNA-{}6nXyuCPmMudgtDS@AWM2ASZ1%|1G&F`R
z*j1f4P`OWm`*X5x-OJ`d-GjnG6VvaKN}Z*-b*8b~KOVL9Umx(bd;q%}4^`Ec;8^>3
z{d~tpN+X{W=LUIC0C9Fpco5m(TQ=plT$I^9Rtf!%I8SzGx=UIHdsbbs*kWl0_Xq1I
zMX9sEFLzE_Q*zoPJlYN>pm(9=Xq_6qraa}K&_{BpYOSt=cV-i-fI%odnw?mRNMG;E
z+;tsy&8KWUo$JHXSI*HYlop&NEJ`**<35AQOz6eCNVV~LDH}h%tsgJ@=MS$>1{MyQ
zT`0Biber_NS`>Xl<A|lESi-%}H4iK;%+1B47j&n;ELeQtEZvA|_q-82cXQ716YcI%
zI7Os^`imJlPd*AI&d^vidC3m~w2w}L0D{{}RU5N1q2PbDWl!*@2lviIH}8hCpoaW(
zu<N^pQ$E-XMdaD$3Bp+l6>O&b^0u7gN<BFb3|5UwxZ|!0_9e``DCo`cJAJcz7Iqx-
zvvsRzFynbh%Ng>BeEIXJF(9=&oq5b=#~|Nw&NrbvzooGSrGxgPzToDPq$BPccsHnW
zH{jyT->v*93oe*%C3qRi*QZ@<J;{o{ZS$!&Ga>YQZCeXJ0C(SPundQ}*;ZNYSL`*I
z)&;Ho-5Z!qq8?wfzQA&Tt<Z209z+PSj3P)#47Mz=Z!dHGXjW?*0aKhU#KYwI$I<Vx
zJjiMW>r8kW`)MQn#+bH68qRR`)TV&JY{kIsT;=Gs?Ph7rGu=0P-@sikrN|O4$W7e-
z^gY(b!>aDEzJ!e0cK}s^s;^yoVqoijc8_Fve>sQRwYsc8lk~(*_0GEV7ZjSycKFqO
zF8T-$xB9L@^rX2T%vV0-6EELiGN;+j4H96>gXEdOiT!qjsI3?69hv&;RV@A5>Yg~k
zJ0U3Ty|AlX&<Ol&RW^{aY07Me%|CoD%<X_22@3&2;97L=Pq0nwzogBFMh@)oLYt4r
z?vko6y;N{OcxW~>lK3~r;8PL@4>U_q=kVQ=xTJ}gfr&)e-Ily)(e8IT>&Ihq?<j*x
z_kHPG_Ea(mS@CY)i99=*&;KdCEM^`#cKOm`a>#I+r^>*|u#U$+r>5whxv^e=8uI>0
zxz|}e#C^YT-9OJLsi+^Q8$Rb?dpQR5;y&}mji=NVm(Dj*#k#k?)}xf7CKqo=nQK0k
zGs4RFm0+nw93~WtSCdKs?oSs3gM!?$Z0Vjs37@&t6q~{SMDh@TT<5%~L(i6+b-!o-
zqUx!`_z*7p+05Gl33A0!coQ-U>Z8y&<VO=h4&OyK!hOx)Jjz|QqQQ<LEuUBjqX=oI
zg$#8rXyEkj52SCS^-x%>&_QsL1`#QPARY8{r9maPia;eKPyrO&yucI83~dsC!A1gj
zji{UL3lGwca+6{SVZ*4%d*(e{vA<?(NID=+m|t;z+&bg^sa&WI-Amj3(aAeJQK<_S
zg+K`7LR=%L(Lri2)4RN5bzquW<&V|;a6~fbsTfLHj_Lm1>1O|u@Wl47TY=R3d^Dwv
zu5_rk3SbNxP}IZ*hQYK$QCNH48@w<uiCTRN>IQ+p)FI`Ba<LSpt1o5CtnoW|q3><4
zOm9CeNgzsoobiMeUP*0w6LI(nKv}48z}(lm$EfwWryV|9N?7&lJlI{md)x(BZ{P7d
z)B(r8Ygg`q%I{rOn{&QgCcKtf2q)ycU<f#HbzD=hHG@a0%qLXLlz5!Pwlx&hF$DIm
z|6JMp{k3LA_<80(Y`l5DCUv*uu@tD6rue?{|1GcsdL^0Qr)FgM9R#si`UCO-hAa|C
zhbu1%h*2<PlnDfZ-OKq;Bw{_@>j6rL+2fT^vV^Z(L5hMRJcfIC5)l<5;UVkNUo=<=
zhIV2R8^;O`B)W9*Z7^IiB9wOA!uZe!6PlC99%dEyljq1qD)LvCKgh#I(i-KO+3vwo
zo;!_Tw=}SYa3Cy=2c(=-tTOYk=>>`HPj*Vud67CySp_~kxTPs{*Q1?H<EJG8Y*z7G
zmD1=ORHWXuGUK6D8QkrY<>_LIMT6Y*ly@bx!!)@a-DFWN8JJxmFQ&LZdoU6(EMBE%
zc2Ow2d>}o&>ZNd3cJ!*4Wr)hi#ih_CiWL;|2#Upq3u@vG!!*@(qKmByDZ0BJp$cqg
zF^V$M^<3F_OHgP9q`xS$*2KvdePaBXXL@g2rco^&eg~^~>vTN>KiHKKKpdMdr=($e
z+I~;nAJDpXpg=syEo<@GAV_uvF|s~XcOYu)|9SW7%u>P~tSB~6rbsqJ@9>761MWio
zmN)RH>?OdT-G(Q{;@d~Q2>Cu&iq7{{Wfg~k@=~0CU9$%;hO&oaM3ibgY*Y?>LiZ+t
zibWWuBGN}WQn^n%E5C_{(AI*lGVeRYL1#Ba4Slb6Y!lEj`0^P+36v`_%XypJq8V%P
zfV``IN-8uWp2C(ILfpHrrz`tf<;uQWKbHraDzS)tGuUW(mjgC=DKSS=Y@hqkw{}(9
zS^^fdTX9~1oLj*(G~tXlM&Q2*eQ&t&!a1^+!|YEOfrLoGXhwl~!i&#cxpc3^xg{3d
zq8YfiJw6v4?`5UfQtCAuhsUqUV(UUgGs~aOr1SAW$XG;-Zv4+4QkZ+^jY{h|Gg@D3
z1ag-7yrpIPPXrDvrx^|C^h~oo<L&@eYoM6#%%;5da2BL?9H-s$3F@B?Wv?X~JSN?*
zp5;x!WLr-b$zWGX$K!-q^dm&H@=K=*Y{wdQNq*q_!I%E#5vp0ZXn{iac(w5_Hni0J
zgvRE!IJ~^b61@gK3v94fP8&+2o6RaEe!iY^$?}JXrP94=+nVqIhhG^LN}7L{-??-1
z@NK?PpG5!InWkrCyY2yg`G=a;8_3zz#3)FZfXQ0eJz1oQ%Cl+q_1G+^uRBw;G+I8@
zyB_XTM~Lfp87H7vB(Anab$#GmWlLN$o4OFLu(9i_E#-|(XeG|g`_-GvwKuZ$T?UPh
z{3miFt4~arF52oI(D`no8)&mTdR(g4UhD70%W~_c@As|8S4=#4d!#3rUym#6@5(7s
zei0LnYL6eWp5uvZood61hdH>*I7ll~AR}<}zK!zFm4TNjG@2p#m@nGXPZSBSj;4)j
z6TAsXk(gHDFsC4Wq^P){D%-N=mQr?JUg?9mZ=>(L&P6*o(FVU|tC{!+X*8%rtIx;0
zmKw)OW^+OTU}SnPWhYe%+fbB%ZH|=&UZ`b*RN^grcUEp&YPm9o#MOWQbK&9_(A6qo
z8+P^Uy%YDUuR%_=-Hk5$#-HF%@dq+=h|!$An)tN4R;$3><E9W<2`D)uSeMO#E5+E}
z`E%Y@r2bpoSXPbJr7xwN#bqJ6gLke=@RF3);e(z@+esHzeR>*zRl%;2M`$A+zu#;7
zWFP9s+v+6tB#0SqFmtd)zFsUYBv!!(!(=g>vHi3}X}F8W1~M9$hAp{lsk=<LAuBbc
zv^nS>{|PXu2v{Z{Ky?piU?Xd&>WFk<iGF?-8K3~AcjoYD0I;<Y5r&xo(4x~}bUaPX
zhc{8^$h@7ivm+<4zWa<=$Q-e&xFhf1JzBS<JYpyC!?)Kkoy(Uli;}>hhSD;DwR%#c
zUgrnopP8rZ14&JOyaIL8yt-R-(e%J~wV~9}@py7KYszTvQ$`Xbbu+$y#CFM7oK?BY
zd5*^6j6$Z<D+veX`zf4${oJO$aXFi`h%z+UPP+xSmnv`Wx%4t|eS>+Bcncedti3)E
z<SKNbB5{{ji}Hk7R|$p66e0+bZj2HJ5?cu>@et$P@G`yS!J*RG>qJT6(6P+!12V}6
zoT0c{6Ci_-O7vvZ$kL{3!c#F7TH%c{At6MQ*&pyqa2Nt<$9$+Mg@w=k7I7wIIbpMV
z1i8ht#LvVUg2BFdz=5YyCtRl*F5c|cVV!bQhx!GC8Jk=%dzix)KTr3?ieM?o1ZOSm
z<<9rAGuVk}3N3Eu!+sn?FBnZj_w4ko)h`FqB82R}N&vwV(V^&;E7yKZ|3qS<^J~DN
z^GCDIVvbl`@TT6$(^Hjg1IFt`Z1wj~B%W+;r&3$#3CO)$b-g731ft*&A@|l9p3mIE
z+{~*}4h~LlkvE4bCxpCYAz-Do8pr)7@vO!^n-tKy?Bbg`(nBI1DK<;nv1e7Bh(}@`
zDh2c|)wte5DpE_DzL@-I6=#VhlhDop(HWj6DA8?~Y(XEOrZwJ*@e!O7V!GkJJGA>k
zLeU1q+lPGNVV0+&%87^Pd8?$w+`z?kQOnDDb=$R>KLTU+y&KY(Ul1OHw3{|c7@dlH
zTA8va<pD_M-8U<nmNIk!3_+9d5JM?=YL<_`KaMCX(N!X{NdX(Qfwg6?0(Jp42Myv=
zEkEu5mV2SHXVvz)n$zDJ7AEpB(o^kO#p-XQ7*q%Z{^aDmu))G+o&`PFjDi|PeyTS!
zxT}oCAAx5oQfya&lwRp5q>E?>fDD9+U=U^vN93<*VFl(PN8Y`7rN8pJRQZPUsx!n5
ztjlyuQUtq|oCQPFL8~H1_6MxVW5mq?vMWb_B_>s+9<zN@;=I=uc{$Ou=6m)FbsO<e
zZ_|hvtBLATHZhK!S>19au+@qY<q5J~Gs17;3OTC}B;?99;rz%ZbeFI7oyL>yE}k!;
zKT^7?6l8KZv+Zy?_#2O2ZFI3wkne(z0iRrlLN@MPW1=Aup>jG#*RFi}Jom%3t?p&?
zbv}d%Z4H89aY6;RGOe7sM4HRsInpRL(nw_!8cP{aD&n!2X$&nQZ!VST<YXaJWiW00
zAXm;)$46`|7IM3b90ktQ4$L+_j(JWJ)eiSG`tiuOl}>M_Md!NH=urriown`luhl>~
z=6D6+RQ&s3w@gZp-fPKf1=qxb6S)Y;2jRFlscV(@9$ScKgY+Z}Eicp!R$8pmZ3F91
zC3fd5{Tm;>{5CF9!0$^)yFEg1<+g*mR>OA}6hFXAmP&q}_o54%qTFM$M6wKFMn%Tu
z2(F-QVK))s=<9n$aDIaL7xFpU+R)w3zT1Ts0>d%7lN8g-$A{E??jI=281shDH&Dgy
zn~ORay%bhDjivU02{L)(IHDF(v5jIs`vf8*h%!mGa6u^8@cPs5lfhyqLY=kN=%4<2
zuVUgL8$15bGZnK~CSdxt?04-4`P9WP5}vQ3{}V}`x)<tSe3N8Qje|<Za+=`&Kh>Wn
zf{c~Hk+!SK4FCuromv^NZyB+ECd9>*^VSH0%65H>i}-*C8iSo72*Pc$n~RvsXT60}
z?iS5OpwsfPF-yliJ??$BH;$<fC?Sa`*$hgw+yI<)nZ8yk&e3?F6qWYCEcmm{@^`a~
zqwlJY)@1c*>Z!+ZcRAn@%)GA;bA35v4U0eS)e;cTwb+(d^LtKe2_!}Jrowuc_~|KS
zhOr-7R~l|ihXTV1s0;dkc{lJ0+A^}9ooCS4hsjQZ={DF^usqlUBx~{_*KM+<YB8wl
z#f!O%u?E!rmC4Fy7ZYmoZhHus6-x=_RoCr*Yr`(zd}k}vKI4Ri?5-XSNCT^h)O|*B
zBGzKl3vB)lmMWu2#IKNiUFBgkiTWdTjaCAL`Hb@RUB5)>N@=VbP0H~srVfUv6h1nS
z-TTMns!md@=Z%{Ekrr}a0q%K)u2SyX=aR|tKgNX;psf|-eM{%=eGvqLGissNJj1#-
z9~hE%is%OkweHsNlJX#Wn#J3DVl-o`lf2)!=qAr23C}#MN9fY{xH2TJE6ZCxC!_7&
z%*bJR`@fmNAU!E*<g(-WTx?(@z=~T2BLYAVI<<mrMr%)Or()uL@4?b-Myp>N;?@iU
zqMK-=53!3fhNtMLPZH@=h=eY4Avi)R{YZ^3!~d}NY%2LFJ6Kq0{t?w1Db~N~ezZIV
ziIsg&bqXmez+$g>U4FD9F}hnljyy=`?fKAo_q<tx+{6;<zB|ngj99D$qz6on?s9du
zFJF!tMfG;F=W$0GYt3CzbY{^iM92>dgN^9X=G(&Oi?luj$T#*V7pXm$_6%7^q+a$y
zzt>Mpyzp-E!i(tp$FC=L<d-xx5<ISXpU7ezd}rt5<HPD|u|7eWg7;%zI=DvlI1AKL
zX5SdIM<6l?l2d@6+#V~31}0l8ICAu0VDH|yIVf}i#YTqj0msT<mO`Y}JY`AlMp$53
zBhoe7q73W?0l5GSm0iSQF9KG7`6qO@F?W6E@b`pSJg{X`t-nPTP`nP?dK0UP5FYiE
zp&tOg>U|@>qWS<d0E>tEhMn^WQQ7&0BD!OALH#g73ABG`pWBnwbynZf0)f2#VU5$M
z4dh!9ZlGMl;F6X3);VsyT<{?-3Hvh_O7g0}b6L6VdUHrfRm&bF;gq%PA#9rXw&|d=
z2Vz4n*iD5`E0S_;zn1Cv@vEnH_ab5d@wmtVv2nn5LQ;hA>blsz?;^EbS0ydtJ&jtP
zMDZ0B{42Lk0}gB$ZiLiTs`)s$Jx(#T)<G*{(*OU*x$&RK!HSK8EpTH|LsGw>%r2qO
zoB!gn>G_>ByUkX2F_FHbx#z?F@dCLVx}nKTLFfPVN&odzrg>j#<?4pu>M3GNU^|tC
z<-@C5&<Vj80HAa`RyFi05|4npn)bI*O|WTkFk)Px%_A~2*gT5A3x>@<v-?-VUGbw4
zS%yh;%QlRs7*i!E<&zZsl?&Or%kHo9Mn2ZuIyd}9^OjArx#G3&766w6B6X(zbO8)&
zfVrB&?N_DIjt2B2)3A5(Cd_VNb(xI@CVok{F2eQ-HG0x6(3ZF(Lqo$c*B!p@i;@Hd
zES>d$L&2e7BY2LV5FjEh0Y%7A7{MS#VA<`H7V=_T2oma#r8LouOYlwJSPIRv#0$}R
ztWFa>@RQx~$jfoN6{$(2Fc-84X#lX4gqQMJ5lYFebvu}oUMIC<zVRvHZ~Hzk4)~kZ
z#RQ}H>b@@VEL5Bn_+Y{zxOS+j^`>_*CMk1K<ZD3PpjoWls@>zS`J&x|2!Up3hN_Pb
zX7wO3=Y(TV?HQ!v3;aL2WC(IY#O67c;v&MR`eX(C%)>mx&RMKEpsm5y4zBVI-J1$s
z<C^gmLLEk?CJ73kafV<$bd^T${3qgMPPO<bskb3_dCl$xP9ee+=(i2K5-!1IzjPU9
z0;O+)E6UK$6j}}?p0X=l`8H;@?rO7l!~YQ|uWsd(y|0T8CoR;HGv?p6^>)!<V`?;5
z1U84#gl|F^6kHLHK{<Z@*Xlo!m-8tW-k&0W|5`fpf#v=2(%s3+zeCbH@!xAu*hd9U
znD2qVU3#9Ad2i*-ma5<>vPfjgudyP5aFa>rIop8$4Q!1nC!n%m<qz%oV2}vv1Y?k6
zOxcyhz9vbWoFHHm+!MZQwai7_2^ryZZ?bslLI^TZ=SsF2=V2Pn9V(JtY5^ieY@@cS
zLc&^bXxrezictAJ{w?|nD-<?w_e@MYoGBdzD&JF;EYK(Ii+kxLYgTgf>TdKgQWV0x
z@ZZIM-rDwi5r;R&WPPU&Nx8olzvW%|zI0*zNARVIZQbU{Eujpgz2$>Iq?JCKP4`e=
z7A-x0>)G|bvF>LU{g*4ULp?|l678@>B6U}us<!OfW~>D99F#Ic1St)dSCe6<(eQp{
zUb!4fCKMH`u~p-4x2eK+1NI7DxL7Vc6KQ?tc<T9958<@!W7=Hb(NZ;?zm6LGDbA}@
zzBq9x;?BCn^w%p<t3O8`h6#d#k4N@w%g-q+S|Ymzb$A+7%2?<K!1UtFm*GJGLnVHC
z+6zMn7a|WP5`b8$5)aEMDFY+S0U9y@vHd9qspN%1lXFTYeToj!D`Ofpr6GeCa+5rC
zhJ_BxJF90ez8kW6q6nxIp51X$F6xR_Ii)EnyX~*$1fP=A`_6ze14!K7m+t2;7S!_f
zUg?Ds_wMVpz)wri;v-HWdDLP<-4h17U-GWq4$zMTe6H<0?siq{#MzMtxl1^)XTM8t
zOiTQG-&ZUU^(UIvqBkG7t>RU2s5S7Dr0d1n%nw8XV<H_i2wcO(jc`ieXW}#b)l_NS
zAC1b+4YHHEr$S*C%$@IkudpaKcEPq5Ee9jYN-?gWuj>UveW5($b@syPfBuCV@3F6s
zh5Tde`5=2}F<T4rgmYjYdidfjDC(%WrTU!?{?0mviu*t*FzlVpV)3C7o6u@G*yrbI
zvwRG3x(A~bWtz!Zpa=!^p`H?h6&DN6%{||m(hivQ%kUezf@q=fP8;`TJ|`Sv%$}k$
z7z*aTK3-d|$aD9+-h|9CsWgb$tJex6jSIoo+--Kyp-Xsw15_JYY&j6pezj`eP<F~9
zr{bXMQ*gicF=N{of|%)Tdv15{2a=`1PBStg!de^BVs|hgy6)aRjIrGdQ+=Ih8I7Kq
z;xR3gQA=sC3c}UecU<iF^8*#y<h2TI(pZq0Yykv$N?Jr3J5Fh!<Z2`VM6+mf`rAVD
z^o4WJ6eFVqCuO6*+H8sZcxYj2;05=2C#)44J9Y?EJziR#sC96V4R2m&1#Jg`L(px-
zkPCqJ$(wAC6VK?|>pfJkAl!e2HA}$|KX4Pq$456NJQ%LHt*69~zIysX3Ex3xW*9Jd
zTlGXRQaE>u)n65+^H)0hRBSA-JSzURZ-she8sr_-E1?(^SP^tiQU2QI8~Pw=U}NB`
ze+%2_bozv9eYa~t{E`uVf=un*%%zfFniFmmbbTcwu=6y$NCv)w*MAkCL#XR%+}tgz
z&S>{;>pX)Gud@d3)!I<US+yv68^4iIO$92n!SC;Y@0*g8Emk#wfZ}{MxsNR71jxS^
zaL)YfRJXh(t*&@OOuC*fZ`bCc(rKeRCjad5GU<NZt=NC^Mha!)L)SFco`r3~eNVEB
z-fSgD;ARgsV@|ceSA=JBbA+vDzUw$ME=(q#%EkVS3mFSI_tC!juCK321>%PsnNKr<
z$3-Da`UFY6BDiOgJ`B5eY{>o`_y^$#8mQoP_tL;2kDbHumZa-yV<Lxb)N&JQL>!U^
zu4%@S7+*j)R@7gu9*d54G{527A^_?gI_~a&LR)g;NA)FUYBDG#(A1`&p|nyUt(#S~
zI#aoF{<=D+_=e~0XRnq_H^^*4Hh#SVd-nqNZd;Wc-;NLxQP4FD#a4@kK;*>=%65`E
z7zHLT*AM2D3seGKo9B<=IlcYqL<+wQeb<PM3~%;At0a2`n@E%ulpWa6Gm?!tT$yNn
zxKQd$d-<n-AEN&bIxYRl7<4f)zp!28m}TVZLUA95U|Dk6<!$(nPp4X22(Q)>_S6Z+
z>2qO(*^Q=9*;q;7Z+R|??YLP0Qhe;y=~ndd2}#!m?Av_#F%d~$AAR%*95dVLOIv^x
zR$wuwLIq1!{DGWZqbXPZdoTCn4lvX8$7GjOVHc+7_vG)VlCMwJ_q`ajM%+<Aoq$DV
z{c0GG6<M`#p!4K!h`w^@+W(r==QJ*gqMyiT6N4Ud^}Gf~<jw=FW#Br*=B-Ep>Rjj6
z=jxISe~;-VO6H-{)sV$_en<qzAqM3RZ{5-MO7G~E7XVc!p?ARF7dN(nbH`<Tu9i2|
zhLgHVK3aZ&W8Qj!_Z=TReCvFgR?H_G$9-S3YMT|MYhGRdwSQ@);j0sDsJx6v1+OVi
zwEnJ%NC&ji7VH8=Wz4v$X$`l2c-$8i8WAFpkHX2|9(&4>TCR;VB9caF94r&DE0IK&
zT`p5@3M0FTojXjrk^K4Nd3{)4@wrZCxiWQOa4|#J8y|Nzn3UNt-Z@bCwf4fR<`#j9
z{{$`i)I#6~Jz8CcnwqnN*Wq6vh_nNCDM%(j)MZ#13;TOTYM(J+^=p#D<qIx0TB0X@
z*wmxfzvx>=EK6JHN%f+BL!(BQh%#`o{moOZIU5)g7%OEnoD`TwGek(kXdrJz(_?Et
zPM`bLcHeRw>KJgXrDf7^DAr)ZNIwB2uC|(2<N131z1rgkPL#sSS0a|L9Z7V~-PL@0
z)-AVDS&}n)wPQGI`Ltxj)z<>uy^Ai>W3h7Il$P_pYIKSeCnu|`ywJB)$}91fWxO7J
zf$+T-dGVsI^q{wJ{<R#4MCHSxY^w}Ovaq`zg*1e2HbQrF1d(O_NC6@Tsf?suV!Czk
zYKwWdDst@k4QYim6Oaa;4(w|_u2CfSk7tcbjpkVwT@kqlZwTMJ&RzUh!y@LKr~A+S
z0R7j!ya~jXW|ZNEyc+&B=`}ndhq75{lRkupbYqMBLb)Po$xg;Mw|WjmE2Axm#GZ$9
zX39U)mo6{CrGB$Ct}!w8)I7}OX)lL;N3Q5UBqdjxpRUX4>ab-IkkyoqqLvD;M{RnP
zs=YcKkr3$R*dl|y>`~%s>oy^Gq>5F1%B!a~alQghnaiOo&O~`I$RoU_>`1;UL=K$O
zQ;)2^@-&1}j{oSS$J+>%GPRQ^d06TLNotlTgBeL9EN7Z|p+}^WZ~iItJ+ZgJm4p~-
zhaFu9@0G7$?Wa>j!?XDJ7v#w>P8U84gONp?R4o}ZHLJRf;TzrYJ%9~tq(+x@x2p2R
zz4(51J!%uTk>%Zt`(b!&L9XFI;{o{jPR=Vewa(5WiOGO>Csp8hE?5dF#NdG;NCbi6
zkw$~``RG5;M`S(Dug<OZrDOhX@gdq>p%mh8@(Sont*riE6-<8m;Ik%TBvUpNDO^-T
zu2vJ|tZ}EOLTM+hHveB0HEE<1HL$>HyMsuyNu6SOsqDe?!0=N9LS#RU(Yu*6xVnJh
z+DG+#KN|c>s^aDQZ&$wLSoMR+$P_#=%th9}s@30z7`EYEF;D&V^B>r%vcMy{R>A&t
znaxs)DvuRr81@voTTPg&UpW}4T1ex97izFU34Qs;${6786*#j3%d2LDYbk)&tH-)O
zf_y6$6QkKm9sw-Z{j-iO7#i%`3SG$0(W|$nc4ck^qjI9&Vmp?q60-Nlfzo@=Sg0*k
zdqf$Qxu6=?AZ|-8p<?eO6h-m58pHD+jLkUQCcZD8adJ{XXwErnXfH_3pV{E=-N@fH
zqZ4q^{&TKb@qAMnziW!Mo6yB0E~3Gj2opGiu@S&<AhsY=HXmKW#7nLP5(o+G(Q2|c
zn_|PNPT5Tf*d(F5H{}6I@CjxJO@aQz`hOgqi$Bx<`-kV4L(ZohLmMWe5E5djZO${N
zIg2vPp{OY3d``@eV-DMFMARHZ$oZ6J&Zk0T(!n90Nd5Nx{RewIw!Pl3_x-$|*X3b?
zWV%!LM+s!*a*#JDpH5pj-A0l|3a)Ko{qT@`2+^<Mpa4!}T$#h4^Uvo(?uMp4otkn0
z^H!4|mHQj}HKGif)1-~JO#SWCK#+2IcF+ZUN<wTOOAeLS7&!FYjrVQ?a2^(WQ4SY;
zHG^#t{{3Q3_vQHe1xl+Q9vutAjFJR|g}~y}r>)Hd*<Ib7lv0@|WnY7|ei=116T1vd
zb;U1p_Jpx72m78zn^z^A&hm}B@~l@xdVadsnF}YF3XjKrzXS04tE0!NwTQdnb#tbR
zeKA`;MDb4O>FYv=k~&R$7aq%;Ii<<na5;PSP%98{x1@88nTOpr79Y1(G-<e~dvNMl
z4<{Se$nk1*K1_bUmKTWv3LOu{hkA7%y)60(JAAg&xbgc;y<W%hPrIPDxXou-w1qF*
zril<e{m~S^0A7z_1#ZK03^!mL;hf5)F{d%t@AN-=b;&&A<PoVB^rBxs>eVu7%*S9k
z+0iwepg&SBpiMAXuvT2z%pw3j^YLb~v;U42n0yiK=Wc9ApL|t$8%NZB{ek;rJx*;p
z4<`$IPz&FE7l3ILUo3h-3C?p1QuJ0HvPHHf(@Jv-m|g%het`=$kf)0Bfb<~X2}v$@
zQPA=r2wORT5L32R*RCKz|AtW|SqRt#WCon4ux(Hdq{3;1e#X0Yq?ZWSZ3-h7v@)Fn
z#UW!Yar*xa%ASSY&J}n)3bEJoyqQ;#?@;~-SCKo#+39!C2;HdOriPE}QIpZw2#ux~
z(wB*?=(Okvo3=87Sk`>8MkGd-FEUNm$OkP8Dcdj2f&#c%z|2`X`27?h<KsryvSski
z|2kq{j?`Ik&8<xAZ_L``ANCOgf~l))Uo`{5*A3nyP{a?YKv6n>OH+o<s$6B2lS?7W
z5u`5a<61?zH~JfKD!?E=uTg(8*ilrWg2gmFNHw<~hsp)}F>7ROM#wn5{sXW0i;o+c
z^xtx~;%;dkrHEfJvn)9o=N=DIW)D-4;0^mZJ(&oT!=MYmy9*WsQF5L=6QH4M%mUs5
z$fFl+v;P55-|sgE;S81jzJjmrNRbFjSBI54Um(H#OWJAV2vnde*cD3|_EVdD(X^1M
zQ%aiR)8F=NS)~R3Z8{%0Q@wwp{(8*5PW;JP#xG=Z76V#%Eo~$JGbmq%pE}~FO$j3v
zsi_u&^93`4dM$GR#@RxLahB1)8a|0=o*t`RhG(24bj6pxJ8xxIAv#rfqTVs%cxs4G
z%PAnKkV*459dq15zdP{X{$k5YDv1W8Ez-6T^RLpxSoj?--Hzh5q=#n-{OuK(JUB3m
zUnj6ef$ZqEX|k@fr}-y;WyzmudXN&6`V|`!6jF5aKOheHenDPE+7+KM8K94~XmmeU
zHBK%M&YlrpWsAr~*BU)H8)es7T^3WfR}j!~uoacHaNta=?m+H{$%+(~n1V6E=dQV;
zC;ctHHH{!Nwk%%wCZCNU2@5lx7OzSwkD_g>2WomQ+Rt}|DB3iP#x_l!YPi)T(4Nf+
zd>?vi0$^UhgxRpM7z`r{{;zz`$x~sBGywyp<0s|6>BRt_r5J6j<IHZZvoy%}{}dM7
z@M7y|Ms)*^4!aHoy$hs|&fd`qX+Ih_18AMT{i|*bLB3s}9X=RAawF5_d=i`RM~DUc
zI12Xi1nILk28#j9194O~&vk7cGir4QW_Z&y&B|OU8}^kc>{hU1h;3DQ8-o$pfZ&q-
z17O~tX?*hi+T*DAZ9*@HGS&ojCB8v2;$>qp)xle;jH6Cu9;uS)M^L-4&7@)P%j*$9
zCZGWxsD4?5pa?ML_RzG73O!l7Lp+yX$Bp}*lYP{Do;U$qC1H7TUOymj5N<OAZCYeF
zJ)5)ShaAXxPe<s)i{+00DYHXsAB8uXSLqP<g-KL~_|_LG<#O(mTupfeE;c6c*6+>l
zhn`H%%wL<j5{&gr3MR^gAI$&iczk+_Y7n=JYBPis&e%^QlcX({Z3SB9-R&WunZj(!
z=Xo7kkMmSxTw!iY#ffW_M=^sfM1jX#+R9-nG7b66v$%Si#}(U;qNRTd3Iui+j~$0}
z)LzuQVA$K5eJ1AOqR8(dEx~JdSKqR{uZe`}pzb(UT2gDQLTqS`3s#!4lhk>gYMVS%
z*{9lws`IAIw@Y=(B`%9ZFg~Fvq3Uck<J<P76+_1ns}|~o<Q(hfuKU!4rnT3|9T)5o
zPJFNY)F5_7+_?%<nv|sI6$@Cr{xVGR{p}z#kG{;w#i(_*2LM=nbE}NZ_Y3K%-odV8
z7@Y5;9aBnd9EF5<>Q0j0f)8EoU}pwhZV0B(j=!wMMfO61_(Ti3YU}(~kQ*4joYz(C
zn`&5Z{5I^t-S53{C8Z6%abxAcM?an^a{ak3EEHAf$K)PRt4koSwk;{=Ye?pZyj^iy
z5_$T+7t#3N7W|zf{1>e)Fp>S!+wj}je*3TT>67Kj;sk}&`FIQT4T?%=Od>_zUBMk{
zxsWDu5eQJU?iza54*SaqDEeXZ_-i_^$gH#PhR;V_0wN5UQ9O$d4q{=4u~DtN-!HG;
zO&|4=j1BB{M*jinuazkD)tYc2gqUxL<=i+y;0f4rPKVWtU#alvLb4ksAIGKYOSIDb
z2-^ZwWCw}HvEzm(DC`t7+<hqca6j8$F3Sx2fU7}%Hgu@F$dVf<)Aw{TWTX{lV0Aul
z)GneCuOgf`cW-#h&=bZRCdL5+bRlBx5^${&)qNKud0qI4;8zk8G2JdA69=X*FC<yw
z+1&#`#vn~7D#3N=oYKU-MiNJC@l!XGluz*a4UV6&l4thMQM)rW`YuUf7~+4+X374_
zgGBFS&%I(~nqw~g{E#<6-mN9qNa7!$J`Pt`CsL;~?Bc5ZwG5wl(6Z++UJVE8kLF1o
zIc9%uwag_nJ*p_Hw@trU81XrrI+^(b4#slyAi3DHvMl*)3Wi{k9ro5qZKmJLSSc!1
zNM_HQ6=jNBC^bGI0EsrqEQXI<Y~b$7V+a^_zilb6X`Y#~svziybgOWJf~qqxLH-;?
zp1)_YC>Rp-kyZCAdpa8suGr1h;Yu$v741_6KBAR>*CP<(kF|9s`IbMK^y)L^%EIwe
zQ<ijn+opHb7S<{hD+Lc%3uGF~1|OHVn*fD+g;x=vBI0w)N~<)b&2QK%X3HVnK+nKK
zJ>YD?sN2RdSArr5IM_`7dXp7<BN8Zh{RRgt-TA2xHYle(HTFuZ!L_j2YyhuS!g}wf
zf9D@?R>)%;?{txp7iNcXw&@Irh27-Hfc4ATat90Zw5K`Mk8&MOi-FAZ)79nMW{|?K
zXh%55gl7yHrJCpd`gl@_-x__D;s1rPq-v{4c!L~yuY)qGa7Ejo$lZxyzFb-@%fOIl
zjpHZ3dWDVU&sy+3`61uev4?5>#MNF!#$;A}7K6AE>9MwL^l(Z)eqP3A*nu{@HEnM@
z;R2!1K^o=1^b1h7ZC)REFb4*YBYNpNd9g=bs=l<^003S@fY9R**YJ6PEif)rvF9g7
z*{G$U<Ev2Tz&Xw+AC8LEna(Sr37!y9*4)NsJIA&uu*rr5bR>Mxcz2lBA@yYh(=_eD
zgCM(baRnt_-c-?Y7}meJzfmLf0`nfFU!Sj?S2UI5(FN*q+<VD9-u<}0z!jcY9mFtL
zZDHZM8SJhPKE`nnjB`2_Z~cg2+tw9&I0XFawft-4o9(V)#BTc06Qhd!VO587#E-Nh
zD^N7Yo#b&We^YKnT6H;APq;p@>7(fr1JpZ;>7Xkn(MlG}8{0OoU#$!Bd`<D|mjUsB
zFC=Hh`$4Uq!n3aVG!+m63dgRGV8Sn5`VJ6X#S|jn!InZ=Z_Z-mg{$0=(#9MXNPD{8
zxCZpbwYw2dZs%oENO67QxVO`nhCDs<4$hBHYJ4UKu=!n+jr4y8{V2xI$A9WdBx435
zRj!x4Fw;VHGoJ13YM0XzmEx}<zhe5F#M6{$#48@ZMd|)new~H%OZ@u^-o&<<!n}ul
zWe{M6{Lh8}gB6qY2CK>~7Ej=iUx~e&T7W)5OncSC7?T8^jo|f9+ObV|)tM_smJmyr
zihSud<K`E&<kP5a|N8Sq>mS<tF97qd(7CF~scSSxJR#Zys0t6)px9$Oj@yGD*-EAd
zzK<w!kH|<DHK35hYS45>L{w5KlCz`?M77t$i!#S`uThCQq*CEIZF+jdD~q@&eF<}e
z=>w4xw>Rb%W#N$BJ}VXbqiU&01yu~1XsmI*0#t>@=1V!z=W+LE^6g;T-`m<W^09ps
zE93;dZBn$`+Z|FKQE5jG!wY9U*DoJvW8sOkaB@biCI-K7=x{)cp72zWZZ=LZtrw#C
zs$Yau%tXm*rzHG?1d$I5l3iLyMppP=3X&<0YCpe49>4Eow3S32itp8_EatW_xBJhu
zGFtWI!_2ZVW3NoU$5@6u{P@&b1H6Utv>3jFBvkIU{UJCslJn0ZT*G?VAC`y(s<@^>
zC0RC$5OR^7L}J1l+bQi2?bSC>G6X)5ABSpPg;+G)1eJEFv#?JWkoBc%cX$x$FinV8
zTv_UwX8YAA5cnYTZ<k5yP)jxru67~h!rlG&c414dcKAYiIf-%Y*$fZQ<Tc?&sRj$X
z-6aU80nI~YHzs6*5|z>O=w@-vpF7cx*MCYXT5Cl2YiM$7g@xJ%JFSh}8^~+`i|FnA
z7t6Y#A<24C{8Pj|DmKht$-FMe{C&e>@7SBDEZ>lGE3FM*FQnEFDLq;}%*Z%`6*P0*
z8vkBe8dCH}k&wP{8!Nx;bw<&WZR%-jCig&d7<;$Yf1BbsPC$z8McK7>UoL8Ya4@#@
zlZW}PPDzYmPv*2x$#<2T%X`z%^LpELH5BHBvJ6p-%p<qEUkj5R)a3ue8)mIi>kfFv
zu0Yk!p5$gLrxIDcEP;>l&{X9#MULK^7k5&|@8Rw!>3L);JvRJyf$tallN}a;yPeic
zn?3406IIakM`#xK?i{j<I|e7*%sT>?SKS;<6f_3QD%4u$`%&9QIK2296%K7vMGiQ(
z79xBe5BZ*nXI(uw0UuqHdej<({7ob(=2|DtQ1WAtOwR-N7k?7MV%ry|4-n=iA4KqJ
z;fHBp$4Pu$e&_8D7?~V>g9zILBb?0Ur47xw`Scw2Bh!K5KavZWhqCS1ny5Kj;&hR!
z_6wuoQlBb2c%|u!rUK*w6V$@W1QMTdB?hFhii)^E<B}-PbHhq}czIPRehjqwTcWjg
z)AXK(e%9vKkxWQlJlyV!Qz4&`eq9r(^)ubkXvcIInA_e6aZ<J2%AqB&RzL+=&7Q$z
zT+>BbbcJ*?dZmr))6YB&x9(WEI_E#==s=(D#J33TQ~Yn1<~A)<g^Wg6>~0lSv2>Qc
zf<{FRPflc^SbfG!V0KtI5*3G}X49ZJ%W`BE(hPt!j=NZpczn|R2hg}{ZS-rES)66^
zobkB|P*EH-Ry@m0wCHPaw36LJee7S|rceUgGWY1l-__tCzNQwzUz)es2ba~Y*Azp(
z3-vjwmim-eQ-50<El}=195XZwv_Qk$==RgvCzlZ1noZ9!{fq3xUb3)Wd<c8HoU2tk
zYa5<+G(p=~51*tYmg}5M=Pf$3W}Qp0nfsP@=gxm#XF4|P0lw+q6+exwNB`}5`p&Ta
zjsg69;5ecLgYYGjsXgxy+*(}N0Xw_NNkN{8t#k6(2EgBbgQ~9B2(>|kN0{P?Cb#!_
zJ0P&YSRN-V%8EE2(KCOmE^3SC?&6`ue(!M(yEWGUkA`^r_XYW9%2z!0l=S=&j-9!B
zNj-_vb*~a)xKp5R?yD?Z7ht8?c?$s%=3t~qFePld01hB^Ti0?aS?(u_1)FRsCtQ1<
zJh!*T6C5VqqMK!wvT{z^)!?kZIO}P-nSmD}p+5JE)UF~wnP1T``UqXL4{B;g3C{B@
zh7#+EkyZpTiW$3t{0lNmpK!>dpFpp(H^QXHHWn2Mc4zX6D#GM)Qsj*}7vO_U%Cx@s
zKNiso>%YXa0e=N?T%40$?5;wMzb+4WdF}IQWij|fqGq%Lv=?hDE^}0;t=H}#T7fG4
zC4^Vz=H^T{%O(yF^6=*esRA_c=S*R$NLzfauraqV5q#|&fp6$3!DChNU1o{Ju+$8L
z;nX_maVIyNa{*jQoGPuR)J5R+S4W~eH5B}I@u)U8=dd=EJc<d5>dhs8FxafzUA1sa
zuH-?N@7EMW^xDsC2VSYpj!U$|#3Z&1x09Ca$G|+H3cUwE-`6zq>>!B4W7p~`+9*@3
zJLdKy<Vas-qG7OFZKw!06O9Q)3bF(4H*HQFUn^#Ii68vg`9A$l?+ZF#AES>o)OkMG
z#{4NGWTCCN`ip-mUW)OFUfH-}%_`|1aTZj+)=gAsOEMMXYjUNnOqpBQ@QfMZUbU6g
z22L?#>Eo5tudR`v_!y80{Z&(SVEYMgok5_g2gUw-o@~`S?m^viJD60Ur@Z---X9^)
z+K<mhub$pvJ$);6=1nEbn};66@W*Pa5;l&3JQJ>Ds~cbvg4Kf;vBezov^0WIpZR(E
z<Af)NAT0rcZ6T)q*!T+n4UYW|gZ0OIl~?!g@A+SNM0rlVHoGt*@^mX~%bf|GbBogW
z%LxDe*YsAV6VC}PWKV=ye(bl29`$^?V8a|#&{Xyx9Bt`mo^8?#rbOG=iz{z3dZQkW
zl+NI^R+`1(SZfGZ5IE3f3t?MIR4HOlAfZrLFK%6S5s_kgBamtD0hQ=lV*9sMk=2P>
zc8<-cLfpd{$(PkN6-*n)`Q0s7|700sESTy3+H|J(7!aJUS`Q&iZf5&DNn~$vv$5Ci
zCgnl%h$JK`=eSBHY|oW8_VypZE>hs|snGO)13~u=_ay)3_FiqWj@fD)gxS*>RnUKc
zzPbijCBMK6i))l1=B`j95pf-fY?vUjmgU%KpAP4k3c#OMsjYX0Q(llEDsAEnE6^2s
z)=XYj)6xsfltiIDw)WNPTyHKs2RPK8+BcMQC%p(4@(_3HE!9#)QTa$u+Qa7M*(<@1
zZsl#Pt@Zpt-E=)M8+iiRt6}h+lC=N&%6~rsTvxdVxrn50d!I*ppGIAQA>$BBBu^Oh
zC4VO~P{QDk)bR^ebampT2rf#^OXOme1&F^kgp}wHja$Y%uA%KZGI43@B~6kcu1di4
zlI~?#v2T2F4E&Q-na70Ue><Ghin@&(v>l-we$%z*#nM$5Uw_!USylDHVWNJySo+1O
z(R&Bcnw};cJRG^&Nwir!+yst&M{_q#!xD89c}e8ZYT|r<Pa$$C9MrbyUY!_i+pN-q
z4zru0Z*QALSoFrI=|80|!#g1tlyqC-|HJhz0M0OHSFV>0UwhrZtaca_yTr++Q1V`+
zQ=`+R67g<qng%(nmi0!-J1AC^sPKuR==wY7(V;$NEd*`!%ZPPxHwOzf9T!*XlS?*v
z$Di_@tlyRAdty~@m+<Fsn~*~&rNn^=)<I_lm@4}iSxfOIF#djy;mek%!`y6fT{$Py
zv-6XfBCbFGWu;1=B$Kn-gRULN|8ZWRo2hVT>#QupmKVZ8zg0RPr7;3zs>3W5@t2*=
zT~oZNob#9}Rnt0VkryF27(}4rV?IF5LUZk`8xT3yCQXv)3&X^_M2#7+1v=4`Q61Hg
zw`7ABnzXR7?8Z<>jKW-pp^)zM*dTzqwaGGMSxch(BQW!0Y#@&Bc=2?RnOjJDavv*x
zW%vp*lPC|l^rUfO26-Jl@>Q>5)wbPSRg}PAq5t+)Km3~~-IWqt&}d7~|MNUAy7pSC
z+7wTMCTWB>`WK35ZtC4Xjn^O85k6vK?}Tr(2_@!eF?6ZD*K9gsJHxt_TT^v`QU3rR
zvXqu_=hElL^ee3*PERM)Zy_hPS>O>zq4PcBj+um}3LB?<emn&p#*22$O_(D$@^gjV
zE?;j22ZbjJTD;hAfg=?K^K(9vaj1_5TtT0NfJLL`UE^LuvJITdB9g0CP0fzdevNIf
zfeKV`Ac~&|HMWak0mkkp6i`c9_aOnMmQCWNakJM8@gR3FNQuziM2BUqIy%O|ptu~G
zVwIz95`C4Pbd-)!1wjr@EVkgb2z|N+?UWr00>`4>_N50%qT}<$XbOI>m|Q*j3;s&A
z+{o?=2#XRHSx=@Jl`S=k=E$%(@#nI`^b0nEm|ban*3YUiE?gOLUyK#R*CPKDJEglE
z5<RXZ&N<!w{sxQYgI^K=mWB+s=<h|tLZRY=NKwgc7J0qo5@gm|f{Iw&U=>;@9N#>R
zKo~WP3&7!#*cfRA4*q0YYB@Ms9S9Z8?=kquiH!LObJM6IM}(P@*G+PinazMEzLa)B
zvrrP?AHcRK^{_a$wX|p@L9t@GQSASb6(}OuoM{aOnVT(=bAUNono$jsEraX;mQ>BV
z-AX5KWUEqUA3e_Qcy+JcqZfByzvJWg%RsB7V5R8fC9daooFC&K`dBMzvTvw!9RGZL
z{RLzGw)m5)4s`8(eerxDb9Z}KzVJ4}ueT-7JxC2ggygfvwJjjCDv;#0Gd3^gZ`!=r
zB*2BjzF$y|aqa?o%4M-1!z4PR2cbGFqlIzBB!@usBT}JbJYO>zLk}6@##$*fpEbog
z>fu4RDgyj?5aPM43jvl%mE~<qR~(8vK115#+6td2qh1gmkxH!fR|{3>*|qkXyTYrI
zej7|O&8uO9;d`a7PhYy*^_xFk)4c+dD;w;*Abjyo$!p1Dkw9ah$7J7~_eHV`zqv9l
z-)?Txd5d2^%GN&Gcx_xUQgfPtmNhh0i3Z6z=m+laI1DTc=uTJcQVY$ftI|Q`y%6hW
zxLZ?|i@=A#;#LnX7ON`9YemR7aIP(t@+7hY)CZR3w<l}M3ZRH;^`3iM_`lQyJq9fS
zWZm+50<QoH3`6K3gtM5-U;u!Y|69q|Bj{Br`$p}nHFMWJr>g0+EmgbV;;HagPY@N^
z19>E*C`}SEeS}}IB!(C;1uXvn-H#MjRt?JQqWfCz{oWR?`CR8+W^%XY8XaAgNV(*b
zJ3!9M>*1{lZpB}QtxEGZPOsU3!Th?@gae?=Syb<ALAHp|YcI(6N4@W*#q+AM>SYd0
z%z!Gjc{Z#}=JT(>vvmE3Q>P@X8P92$;aNTfCIb82!~&5yMat#a_nR6=jcQJvld_N+
z5v@@wtSp$TdP)8Q*^fj(MUItltIJ_3KIEIlkYK6sgMR7R`^RtgWq)k1OovtAPM_||
z!Cdv19>02i;hZ^v5tTNPrhmO;Pnp=0HOWTg2OHB3Y<pO3Ckgp7ur2J(C3fY|vY+g>
znD=&CBT*neblM_uM*CVZt#R1=#quTA>P85aK-QT@e!zq>#O1KWO4sNy9x6@DaXY-O
zz#O?PT{R`;EsObLudaO{GK{cocBD#0szO=K^eg6)4qumC5}!IUkeB-=9kCiXF<0fs
z&yd=9V%=C<j{yhBOr6Kg_oPN#x4cP;m2(3^s-Kvr#Z(F7sYHeE>ZdjGwuVKIrTWPx
zAS)2VUADr4l_gZSrmbnAT9sXS@HVM{8|iRuuS1P?EhDY!d2q5L?JQr*yp)5LGtJ0b
zy+xWA(HLg-&RdwbZ#bcxFr4=Z$`eod{Nz!AKZ4qpPy3`$wg2}CGOyft;J-`3g>7w!
zR8<&9{$dtY1%`%)v39?Fo|*qyqOR?7pZPW!Didh)VLw1;x*4CV{zN|);ToOq49P$6
zbIfLbb5<>rmbHZmji}*5vR{>J19|!qx+%xXjy&CAJqtEhWvn=y_qVTOhWHr7J3gHN
zxv<rwiG)*bVLhcpa&Z8zX_}yyt3wseEypnFuRu`>4<POWG$AF<yd`5{vgz2kxa&z%
z`cT6-I+!MONrcsSfI2oBd;8QX=K{|1k#6?yqVIu1MInM$vu54U4>sj{C2?2-VSorb
zw^8XoK;rtK`~WiyE&7<z-LRuK8d9H;ts3@Zpj^D6aV+^p${3y*R6pvGx3QB*1)@WM
zp_a~)-&xHQM^jD~gszP5-iLxNr_XslNRNNEpeO#8<LUez#dGb!fN$LC%YRH;sh&D#
z7raZ>I`x!|vVw1kh)d|D$7#qYhyYoYLyQF;UN4i5PI9ti1*Cf#RhW-8u&+p)89(;U
zzFKT{v^?Fg+Kl^h7HM&Pc&{rwDXNGmp?<4fIm&oSgd{>jqgcQf5@2+F)CYCSdwHNv
z{#E}3_FkYu7eN#N*i!idmc8izk)Pzg?bq!15vX?1{8<dn@KdWL;rx(z@OdWN7Ee$@
zdedgJs@mcTc;OfhcXb)fx4J`H8MXd<I5k_Dqq04z0#kcPxJuh<E`QFwdA{F<SN8?q
zUSd5l9|<o%UHe=Gs8j#LiC(daqU9VIn|hZ~vtYUTcy7c;w{TyI_6JuK$>?s5O~_{l
z)RJ}GYv@8PK}j$(7Ad|~4b)5!JH?9fQ+g-4*(#j-`_`~p%?QF}JIF-k&Ip%!1Z!!d
zo+#=@Eh1JF-amOLdF~2#{qye$=M2Jc_7^!&WIf?7BnN%ha&x;&Qx?$&R6-;3ydfuL
z%|*{x1o%PrPsy0pQRjcw?Kg>uj_V}j=4b8y`V>QN6BRHP5Qw_4Iw>tmH0zmWqf5?L
zlbqPpi&xyFvFG&Cp0ur<N6e!a!Xyw2F3?H&IAmEAj&JhZpNiA*;ffX2vQ9-jUj)K`
zrv!mW`5$Cith5t!_p`wXbJt&#R@jK9C3a_6#&5SjsaJxWOCwiDvX%iRlZYJrwMTbV
zW#Xu9sL4jYmd{s+UJ+NVnP;P_y<aqsvxDL)(=4Su?}kXjGy6*EoHhuYJ0zSNAgY;&
zJ7woIMNg3Zm3==YwTSIYkk)pykW!H4-R`c&+Ek-Ij&P!D^?CczMp|bnUKh3L%(mrL
zm(8JSYiJ>8n<z5zNyY?1v;x!iFla}?GvEiK&hilup3`|y;UMS=bo0=*AvD2MN#pN=
zXZt4WpDU}}MFLh0v0nFtZnKxFOIK8rZ<nOqba1kBte?7cNx{m&f(gAK5+>~_1L^6i
z+@=8`wE?OKrfEYY07=LN857|kpdd6>n9KG8G^;$+Y#nNuDL5?i_lr)JRj+SKOf<J3
zfH_7G2=&_ZS6;l{NZMeE6+{{`f2I}<+<3MK)ABcvi^+K)9rR#RE?F_?MuNeA5uK`*
zcUyG-Se{84^^ILNjw#47Or=@^jN8rEB^%^gVwB*eFXDXGi@J_ySwh_SnL48WrZsT&
z-JErd&D0*cauo9-TtMFq>o9(y$`<u*N5|Q;I^x$9V&XP|i1WEE!0(~o&wuLy_o;SP
z-;L>b|I8o0lpW0neJ_+a)|7zOz_pAIgb$dBg<SNTM(gC#fQqM9B$qGPdgNrSlY{uy
zl4;FWRuUd6YANzaspMu{R(*%AX(i^DE$a#$A8~sxHroHeXH{40VsQWhHNPe6*M-YH
zH-esMc0JlnxB*tF38cGL5+4zf_$-<zp{x#xYX*D?iUuCEQ3(Kt3tVgJ+Co;gq==Gh
zPhq>&ykcCc`iZW-K#fsRs*yiZ-%?B>D+^gZH3eAPj_9yQ0;i_i7^np+QF(<V1bE<U
zR?`^^%bGHGRiyq)Ev0Lk(Z*f6?DG$J4-cEmO>5*jKD5vR=8aMqk6=#QU`UIcRX{;m
znLBh2ijJ-ZK0KOPf6<1&Y`f|fS%*WD&bx9^|2hPywN#q*7gT9)2T>0$@t0WVRSR}Q
zlS``v_r}HWz&FRJL_`-%6}2sUeWBfaZRZY?eQlPWGF!y02u%MtuXdO7PVAGHZU;-d
zf=`m(I1#35#v&f!Ck-uI@)u~T3^M)11o|f}S%RYB3S~n;h(Q-d`1IeIaGh>%L=|z!
zLi{-zohDo9FUv8c7fd83+l?_sxqQO!l3PP4d>Kd{Y<^}=e&7@P@?%MyagNu6MKQf0
zK{J_x?7-+Z>9M_uZJRIeet9c8s#<cGRB4$=Ez6_G1vg%@A)2q$a<pA1X9;~StJQGS
z@%u%a2nVgw-1!h}z7O9JSAJqhHN=`bTX1ySJSlS1wO(sO;f(w+&bZ;!kK(88yeai5
z;;aL+?Z31x$Lch<ymdSd)-z`#>5gc~u4>3s)cUb(ZUwmblYx4B0y^_}+uQ_V0K%T`
zigXnA!mFrp={Dh%esYFwzkML>ZES|^o6@PG*eR)OZ&Q#_L!whQ_5=wRSALunn!RPD
zPIKd%=IVl5Q-$afy~fkEj&4v`wH)4gVs%3eHD$yYPAiG3CRVA+B8P{NdAs;ZnuDRr
zmf2y%=E{orU6FJ)OmC4-m-OAt!%w5%BRhlm*Ft<C9V9)<rnWF%>LzwVl&W4XAeak6
z9O1V!h=G8(hq$at1y%^2@p(Y_AK+_ahoNmnPoFtwU4eQ#mAEd272W^ML-eiX7ujgG
zV=@;aMKk2D{MT&sW{r=Nv)6KcBlw*1&vXCfq?@o^^agD19rXHUYS`JB9Tt6{G<9JW
zV80pYB-D5NF&)8)vJfOoZ+SrU`^!Ppyh5~V#0-7%eD%f?w<X@F0#n|yFdK!!Skyc3
z&zjzJop<Ax932x6fWXPP7G%*j6wzY7^j&f3erHs_F8eoKR;;4(#S9N)W$$izAIkx3
z<|*n&Ec?ARL#L6#(n8+csOUQ{bn=!Q9L||98HRsXD${0MQo<d}p1+${TMrc##RNpT
zo#5I+$LURuFBMBjf&_}tJ-Tg$eC}I1TMDZ|f7Vc28>>l7>f5^7AE`R;>Xd8c*;$e9
zVZE9&C|0ESC({5oxz1G8t)of;OyAi!x7|sBxUY%38hL#b8~g&;M3v`K!K{PLqRlu&
zg4Z(jD~PqhYTd}ZipDdt;9Mc#eoU6{AmB7WK}lmv{@GWPXDKbhH?N>s<>c;d{?hi4
zN&xxWpVpoWAuCsVZVLh0&Z=t?6BhB>Oqn)H_!-RXY&Dr;=V1CxzmBLXN)*J^)RfDb
zfH?t%Eb_)w6Y;KRS$8CNIDKqpWsbcnLe7c5^-|N?W;O2gT}V(YQ_?gXYFT;sUE+^?
zPtl@>c|)Yq^kqREy}?!BXu(cBU`O$eviLKtU?FDfJ+ehlspmEvU|c-=%e3xQ8U>A`
z)&diOi6FQ<vmMK{PckbnIE^^57IJld-fp$5OY{^D_1Rb;mmCM``Vn^iLXhKWWBE7;
zcIpaz?C+)owJ3}0j{wiD3wIPZl<&k{Th&^)ot!e0f2J;9IP0T5%nliaB#I?!d-Y_0
zuC2G)nHDc#MViRB`s)xV>Jm}Oi1<{#gcC*44<VFm`pHZ(#-QPaXWB{|>m`Y=B~r&y
zpFa-k(rI0k_Ea*-GBi1MlPRCcaB|9%hV#0F=Fk(h@lE*B3Vj)VN`Uef{x=-(j8V@J
zolR<!!vusb0b1fdfPkmmBKew%$Z>>Pm@F?6FG3?O%zCW<1F*0@;1U$@evlEmp&WR9
z)_VCvjN;tf)TbHuGcCLB>X9n&uy+7ZF6i4!g2)6ZjaG+eb(o}=hgb8U_&|vu1R{%R
zOU@-^;zYUe1u3@jaXF#J?66fp7FNfoIm_plu#QOF%@Aqz=VgIg;2PN|kp61H7__q-
z?FwmhOcpsdS0R-TM<u;WvBNT(mWD78w447Q!0;d7>|9Bu`zZ;D_^<NuK8pVxoBu~1
zu|c&bVdf$Z-7h3P!&<j}QtXD5sZg!~V{rE}!djX(RljhfO;b0jr}RI#hz1ZR(HK7Z
ztCK4>(~+4iZuaEJODYvO=PLUE--E>FKgLrcq`%cP?Gx$ztyo+8BSR_5f$n4i&lB_D
zmc2}nW}?9?rjL6Y7(3}4@KEDTddQDtm!`^>kwX6O!JSK54sGM*RsKvfI8t@R^eCs6
zgV@;8kMEgsETiFZRD&}vERURBuyDbfZ}av$bCFx`w;i})CrvNP##ql{w)iiZ*r-yf
zBB}e3v}WOY(VByBivHTSS08=L#pEKf*Ba;3@F<?N#Foa$Q3CQ+lh9|pf>qlNdL+fQ
ze80SF!8Y7JA6a;>*fqey#2R%Wk4MH<F2FRX!-?rX5}BaZ)b>J0tSBDnTka9dK3gy4
z93MFa_6NKzh`<_0T98Gl9lRJ(6t^e}Ti-0Y<;Aq*xgc^?%%P<!0QqQn<qV-KaQ2h6
zP_x7Nkk~9G^VU1V*y&;%)SVZi^O8XBsb({|aLQ&H4;R!YAWVbR)XIsqkSdC~3KEwv
z;Dj7xR{(MdR(e5G2Kd_*7w%g9xYv9~&}C$Kg4FvBF8_e{>w}fRA~u=JEsH`Tm<wj(
zR=;|q%(o;Lt=4a~F7jS~^yhNPKftt!5;w4DY_Qj-i=8cSZCN8HJ!EBES<#nEuaobi
znWxa~^GJ5ig{R9;-3L#deRF?n5QtV1Vcg{Z@JF7z<xG<Rm#6>pqYlH)HKwvQ<40=9
z+`H)Rw_oWz3G;V#rH9xiWsTEw3`e^^UY1zU%hoe0866bS6$HOuK7D%L*K2-Y+H2J0
zP4@m^LH#$SW6OJgxY=#EBt|r%7YZheZWY6_rMc=0&b@uy|5!S<-z2KDx=j?5$%u;E
z?|0g0tZH?#ZBtr;+4AdNtFqD;XPu%^%g!L%Z0NTn=^@YJg^cD}I=g&*Gk!#{Djv3X
zvrd=1P&$0-k}2dG`}o!BZ}hi;``(hLYF4UEA#GC<=DIKhW}hK-NnIEp-g&@x>B{#5
z&{gD8SfDDy(>Bc9e9B?+>Tb7Gge;dIsVMxz8?pq`Szp$?bm?Gf$n-r2uyuE*(K;?6
z53?ZW<)L>tZrFXG)q2hc$kuQ2M2ARQaS48sj}%u8EdK2%n#e&pkI2(6LA0TST})$M
z5akicr&rO72ThxuuD=7hKV!b39>-sDg~J>v0!HJN$c0;nr;uPOsRV7#tdc^9*g-<H
z+juGA#=-&ceqkaci84<n*U+Dd^1VW#P0M>HuaZanBd0j&iIjmeSO;~@9$SXgYm36W
z&mA|R($iT9m4jjH9dN776l7joXvOi4d}dZ+-SbfncMJ<uZK;-gZ$nsO{k838;b(|J
z0|IfQ0=%HWt_zUIlb<g0s46FDEzT`iKELv9dQ)X?{_~FEYulx3Z%8P*!p+i>Gzhey
z@LmAwRZ`l4tg(H4S_FH(Of}!bLTR+Ye1FNFl(l}zj$`@rDJegJf|<|MBkeYOCwp{r
zF$do0n6rE!s>Cxd$ptA)WGYNlS!4of!2J_F`H#+Q!9Tcl-`0H^{GPd&xxNz^6a1)O
zFfi%kKo_QE?(k<?8V>@Wo5+fT;>w`0@Gbdt!E$yviYC{n8Ph{2+o3D_Q-qBwRXgQy
zAyH?{bVuPHQYx}n!A$TvTDVN?ICXZv2X?YxRXsE3|0)5gCRg*u1bSRmee-No$w2qh
zC6>^XBmJQJrWbu8<#ul03U*8nwLDJk=K`k8-}3Lis4K%c!_EcR{Mjma`leyu*Ym_*
zw4Oo-F|ABtABshdKvj*bf*6>DUjlDeq0(!}E2-f5v$<HVs%k5LWc$F3^CUjqglo$*
z{Duv7I*;oPC7?F^JVjo?2%Vn7y4cA7Uc6`h5crLy_bAJ%g8in?eV~jbKr5cr$IH^k
zhz99fsNL#5U0wL9VE~ozdzBPRlEn0ESt@MQ)VM`b8~MTStcQ<=i*~(0eaNspTGFuU
zRtb_Wh&HaqTCsRlIoVr}7%H)FsFQgk!n+mtqnAB&bnd?PgjH$+Bv{{h1F{X75BRR*
zQqhb!#a_wSR>eb!81AQG;;jy{P&W(#)Vy@x0!uUK^PyV~st_YSD?}QhyYA>5!L^sG
z$Ua8i`32iB6^mNE6*LUafH_+-DPwWQJaBOX1?=&gR}TVLd`_tlb@rRQHl_{Vo*uP)
zN1eYhbFOM}QHFc$^{JGhL%9lI5rSYmWJJ3;0UyM{mQ7+GNFUuh)$vW)=+mbS-JeM%
zI{Cj>?m9-M*7y5b_bXb(X5EHSy%rKLiU{6_Y|y))wc~YH^M2-4R^!&<-f^Q<`^zmQ
zllhm=I?SN;6D?l&M~PeuxHRT+tuRZT40?Qi=EGiy7;9G2bRNAE52ma7#8{iYOyJzh
z`nf)S_<2}+PCo9gxWwCI*(wGwrBruJ1lQOMo_rA?hTSD)5b!mQQ?l-g3>P#Mzx*7A
zE9@`{(MA+v384I*DAOe*r^C*@oL0C(oo%JmuliWtjp*A2=e?8lZ7aTIlP=R10<paZ
z)DsIt7*F=}aj1>aR78oBTebV$T6YIeB;|x?n&u2er2T1feQl}DgGY|Qu-rIdd?qAW
z&gEXogEtwL``+J2Ht*g1@#O2C^7-5C=kU~=YQ~eetN1^?!?L@@)*iI*JAVZ%1*zqX
zfV8)oL}Ahr7XFMDVHjvX%~-0NVyw`sixFM7Yp1dX?UcX^nEnMnE?rYd*@Z0F=`QXw
zk+{c-VXT~%yz3&d3(3lNZr{|>D;a2-42<sumda>v4)h&9E7J<O{AS(t3a9kKa}gI+
ze~?KpBw#Cvp3f?r3qSe!S<mr86g10AFelV3>x}Kav4~zUSPo{Y64op;V3B4&CZ0pn
zkE10w%L*MxKOUgzv=3@g2kZBXIi{pbYQ1iBLY{TfqL;W_lG|m~<~K`fCAgq&7DOBE
zA!rmWF?lG`+>Z7ETO}y=)_&MeDEGiMwrP6R%@*<w&aid;O0CG*f9D^Dv1e%gh2UEn
zWX&%=Qn6{6@A>&~Q8eqW)?vdZUNe?$Z_e2+qh5G}(ti;-5fe%6YKMX7{$G-(jQ(rE
z=DYE_Vq2(G{Y9iS2twL$G)qW<$C1UAy5tPOW&Z%%Pp>fx*4E4i?O@Q)4Oaj_=>AZ1
zdkk=(RY{9ID$w{JU`9OsAE2$|%0EEX+*)qW+wh`4y~k_Hk2W+`ma5hg?6%wLH?DmB
z*>lNWs;)}@>3==1*837Inng~LXdyxm!!jAVnbRq<4Z8D7WzJ|_{cn!+nh2@ft*2Xs
zMU4VZj_SClcBJ3KW(tSXO^mH-F>9*9JhG0oz`XulCn8jB99vx~8S@V?ci&pRtn}*x
zH!V{t$lg^l&^B?r!J0qTPnBH-gosn}${9GTC!~Y%S<b#U`7^WQXJ*Tm++x3J@~^sc
zxBdb4?o{+Vj@fDV41PH(xr4__wo7)e$gN%O3^9<06-cxe-JMrgzLNEr4V{OpYwgpz
zZe{Pd>++}^Yky(;n?l-M`iUvS0)~u7eQjzky{#{e;R)*laU+w5^;!rH0J-(=1v=f?
zcS5xme^foVd2tzjcv0u_smA{b%s5ewH0cO4j^C;1EY>!}BDP|!Huks+T<@5Lns?Ob
zQ7Dt;=pmNHteE;)wPpQ}2S90T%6d*Y+knJB%1v5JP-M^1(b9@dd2Sio$$eSkV|(oK
zS}P#?m)7?k?>^`nIIM>`ZDrym@|lO_d<9QW!S7%q(HKAC*K&cNK~O12G7LHsIq?&o
zrnMl*n`4`0Mp%8mTNdKFefkz0Y=eMva6Ll*d8<|a$jLL$4eXTXG&%G6AV%0NeII87
zFXmqLE6deOY#SDxk4n%Ovq)l%$F^GM7oA6aMj(Vu5cp>a3zWVVqF$p|t#55#Edn{+
zC|p5Q8A7HiQ|why&wwTw1&da-XF9FlX{wpI-iNAR^~#kew=?t~2V~QF-X#dy&i@1S
zm>?Y3A^r%we$K>Pe2+yL5HQa}`*?2@=}0uL4{B;uEwK`2O|b_duEL$nD$_)Y#;->f
z;9xOu3HhDdW=w=wOFP?tKL3rT$~}t{;4+Ue+S)S?E!PmNvR(N)?*czBOw)JeHo+w%
z?3de5wyb7fZ0AepU3h?9`Of+-?Y0RuJF@p_$JZcu_xP=(Ail09_FK_={;{c&@43vU
z4Bf4yMyQP%$hM|MKWqE;ZGLcm5v2WteE=doM2D!e?TfGF0ox+saIC{`Z)#m>X*pH+
zVKW-M$C?Y&JJ5VqZHrGyrXimbdAOU!lRn&O_hr*nyramMS|niCdyBLd;w*IMaB-|I
z^kR=t^u~ugIRs@zEG@cmvV935bgfU1Ke^y`_PkSoM_3>vQsd9D30}cJqA*cExAClc
ziAR_f(l&3BKFf>+^^R&)uxb?)s+urN!(cM(tfw8fc*4BTJ;_#~*7;i<8EE(?cmbR4
z<#fpc97ng%mmAGo=I=)g9x}6<DFdD&Q+}P}1QvQ7sQ|r*H38!Ck-5&yKfX`Kkl~ta
zoqCX2I{Ih(4tMcU0jHVJe28+Se9prGiL;j-)?Zs!Cr?>fGgfXE1iIqK+CRd==#v_h
znC6F6(B$X8A5;)d(;~i#Pn|xAw{o(ZS-J*q2$X#~u=%OQE&x03z6@BLpBs+Wa+;dg
zu=lTy;I)O*rHSscQeqn_J*7NVv^k!q>Y{=v03gSSoA2C2xL@03TVAWh$i6ia_x#7O
zbzrT7D<588!lvS3+ZSd>5IUw60fSN~bl&&v2KkH{X0$OjRs@L<+^)T0^Q@jzNB9o5
zN;#|;*35s0y8NrLZ}k^-(K(o<r2mce`n=`>N~-UkmeD^zq2QYTb+t)kX>!&FiU+wb
z)On9Xi-9;Br2pY=i8ZZF`u@DKliGm>{BwzF@daBk)Q(o+Zu{^((cQ(csLI@VpSGi{
zh1fQwt;H%+Z)^=^(_QQ4^{~gRkWK#P2j9;~p;hOn_U(|UsTR?BeGF#lVQx!VQWhJ`
zj)A62Lwy{HATWEjWaI6oDwvy8P1~a+Gy=7z-|+x-Kvvy@U1yN2uDuZFJ&za|e6G-y
zU_gLu#6PR<xPh#79ihC4^j?kI^S8ZO@?MR-S^F#JvxI~bwlWr~XNK?CD69Eb>zT0_
z!I0>f3%3%RMV6QDGYzDppU*Nm*7!HI(~J}jBX3%GpZ#Q=z1>DqK;tb+wXiUimNdPA
z<7Jw#5vJ#f7_sni3eo;DqC?jtkb-|X?)ciV)*01CqLnt*PwGb~N@Jsg>xW3rW<-Hj
zy9rcBXz%(W|3~TQlvu?>#ZdXsp_F)>Wr`tm(x_<V?IVE}mO4+}gj)+6SZrQ<HKK3p
z%bweVziOB#7vW*^5y&gYXwI$0FAkcEepm^ER|_vWfcYi%&#ue5*4Sr4to0g&o5d@L
zFUZ4rs0yN(^pG9SW+l!36e-w{(-0QBBjUpz%-tXnUqEGP4k{Vjxy`YzXs;FY4{)pO
zc;&k!ocrrb7?4ZrM({69zP?|pAdiU~I(jQVVxnR*oaI=3)F2mi{{e{Gn0<-w7$_+A
z`-8)U*7n(>1)0l7mT{ci?9RMr7CpGLG=3=+bQOJ%XSxNxv#P_C*<x<ZMtQ-yew`B0
zDTx!(dJvryo!kkGVeUHov@1-ecwmoil~zSph%SukkxHPksirANR6Hk8MSA{zS#*$1
zr>1dyL9F6tgN!1jbp5P7XaC)Tmi8i+Qo)Qb8-~8LR@lyM2Dmt)d3x$bkQ1<FY9YsQ
z@*6u)W#qOXB~gAQt!8>FAV9>9?2oosBf`TmJ8vq*axE!M)I+JsIZr!PmNo$u7nZsh
z!Ao29nkH{=TgJ=Jp7gC6wvh9Roq4&Opv8R2;`*-qXB0qvqD{|9hYq-?TyFNCZU;Sl
zEfM*H*ZO0Jm|~;QJ@w4`S^iq?$;(fgJ%s3_dE{?*RPA|+8OX-5wk!+RoOV=12#?|^
z%)MkXsvr17foPB%Av%TeGXn+Kn;E=&kz5~xr@sLEhEq%_H~2?T<<s^~j--OU9#y_`
zim!-GIGF1gbIJ_%L_+<j5BI>K_z|+@3*%M<ZVsC-v&CRs;*aKMm6uCm3k(|7AQ-F*
z3pzHa+8xF|SKs#g#5JaodoVF+qh(zEYsJYzm9|2dicip9=sR~1c!1!+@}C>yL0IrI
z{OIND5UznMB*y7*sY3lUR2vagr8?(+-U19m#@r=nuh{ay&s9GnnA1zEgBVdyG;PxY
znztU7tqNkMF^gY3(fIii-|`t(=10Qz)$;uw&!auPJpQJ4PpL&@q667PtWTESJ@0mD
zf6Fv`+Q_5%y|<wkw}R|7^~z93<{DZHzmaW*kE!i^ag^|;vonS_tiJ;4cV4Zj;uRAi
z9)<L?B_!nKQgQR~?g*IEGg<VAx~~qa>*<!vCj-TGM1e1a@SpkmYZ{tKHQI*a<fb#&
zOIG$BBnQp{7~JNMgT3jswahZ$WqT)c$KAZAmo4_hcb8sNXWG?-`3=j4T;CRano~=d
zmW1LD=xG5>+J{GI5|Fc)F5_-Gq`ZMya8rz!E`{)at6h2Nm~ok|%E}8vOJW>Vs-Th}
zFb@LREOdMeDU1Tm$RO9nB2@pNDdy$~RUi%y9Mbx0r}WtcSfClKq&M=WYAZnWxpHm&
z>PkZU5?0oon~0t!5Fq~M_NoYD#9~-8)P9O>6l`Z{SH^gnoG79~k7s$Wb$~TDjQZ0Q
zpXS<~c1woB2jZ)pf>;7MZL3hoc~qxh20T6I+)qJnEzZNn+EC+u)Y0`%sgfe~vCF>>
z+G;1a_csk{p-Hb2$B6`87sLT`cVSr8Chthv2`R(D&zemuBam%qYP%5N4(B9i&(9!k
z-GYAGZR>XIrm#}K4}6yO@ib3NYIl=mLfHNK=6!3O1J2XYmF&GajR^&^CtU-pzHAq6
zaw|^8W}Tbg;Qz=~WJ6Xl+c43(f6g!|><)liJi{xL?d@>|Z235S=viuZuYTgoj(-3F
z(oN+HCR-Q026(QQ7rYHz{qO)rg{QOi2qAqeC4VX1!MyFL%^2V+vg+%w4%R(TyrK93
z5C$->0CtN!$FTnXn@Y7xm4UNZFjsQHeYM6Q?*H8-Pr%09JPbRfE_f09`j2FH*M|t~
zuUYBCxO11E#a?;O-gR}L@rS+EqxGSppG7zFB9f7^lq%~2Ygtok2gZohgVVYBg1Hcl
zgpSX-)HT2UxiAHPBsUK<CI|KKtz}$?sRO0@zH0f)TpBn=1u1gc=zI;Ub40R)0vubh
z4!CXy28rIvSzmeW+yx($U%^ORoc|qrW&GNls+2pL$ZP%F#%)^ztY%alZn(=(J<6Ig
zr6k2PxEYjXb6o2x)v&L#Luw{W`0GcVg@Br?8&#%?!`Ag=%$Z8Ha&78%J#=B$&9C=>
zqudz()6cbzF`pK7{?e%>|8j!3FrmIDo~^vD?IxQg#VUn6%qsWUd#>za>!dUrg_6e(
zwD4&ciY=wm%rRh92BWTEYD1v7LHNPbxpt1=iKODK{68d*^r`krE7T-@{?gsDVOQ6X
zi*_ELdHMBnRTRq`srl6@$S719(Y}(b!YL$w&L+!;C042DL6LD>Fs0r4ZZhz3``0_|
zOfZ;?;`SS*$%y^QU;XsRC+m~+LQrF+-dgy6YUO13yszeoBJX(1!8O7fqt@I<7P3!i
z68A8%)37g3D)bO3XE5@F1Lm1nc@>k})#M9!wFIJKb+fI#=nhbXCt^Nk#2c88jL8jq
zihJA~<eU!6`NlOi&W(d#*;xk2HaGnP;6r0S@|!OGq^W<fLNWpz$F96@Hk-R$+b?au
zL!-K3pI<&i^I}g^Hl?xZwI+?Vy$Y%z3{Nu-w*NGG-1wk>ItI2X5_TnOeMRTl_%6RM
z_bQq4fXEkFqegwT76d`Ka=R^=<R0i$kQ0YtZqQgxJ=1%4{^JYzIGvJ<eg3w-OHb&W
zuHIsa2QBD=+49YszuS)oS258FeR^xB4e4?EqPf&rAk*lsU1#5u1Bg{%U+S%ft+HT=
zL=K%#4{AaDkwbj!k_?_(L#pWUVSzGU0mzL6O@oJL4o{vG%R06iEwAYcc`N<C_`OGZ
zO<2kBrNrR=A8y4eQ`Imo)6ZZO#}y=P0eae(7>{gJnuYSb{W4oBFAdbQZGr_vrG`Ng
zW9d<arq$R1o)|n4ydB4aK#^7WG~Pu{TE9|c4N>xqeexQ^KF_lMe=MDcJDcy@hhx;H
zgrYTS#E3m=7ByQ!h?osZty)2fDyp?-DUsNlAZj;a6jepdRtY6$?NPK=i?-iij`w)~
zgB-_`=eh6ex<1!=0@<$h>m`pdD28Rygk`yjfXr{VOeO1vLF;AfPH?Mec3h+ZPFe``
zdfPI!1gEc4pv&QFZ!EZJboObbXw{R6HHXjn?baeE-x6)+%c#5Jt6x*8jjFYT%FSj6
z`;7@}0zX)&75k08tI_j${wx{-4a(0>pN9fV1;DP{!1C`nFCAxlDQ~dVH)$%6`i-4k
z*cB^<#O&|Kt)IgE7csihsOOuy^M5MDKd5FUtz`MH8$P&qNOf6S_=1;{-QWIkat@!v
zn1+1@<{H82-2Galo|m+r=IVSgnj5S1hKUx0$<!s`CGe%-GAA!qYVH`zjf_N+^)G$2
z1)MpawkD$xko=W1$8PP~vm7ey2?5Oqvr5?(YvYFJu*b@E&hAJ_d9wjB6_b(qwlneS
zJk~&4uDBB6)|2+)m>fojT4cWo>}b|LlZlCz&!qbRS{l9l*O2NqGyjje&?G>BDv!u-
z8oJ|%>z&eD6<c_1j!zc@yS2K3_=Nja?6XvjiawBhZ4;EdR@(!8Qib$U5mKU3pIWC_
zb_NHggf^utrQjF~OVCL2k_iYM0LofUQ7-tj9>MW2i27LcdxQq}^6w?Xe&-;bj?ck-
zPbkQ1mGpmht4i%YRb}zu;KR<o?08{_hY!+JzXE^7m_jC(iv=r!fa+a0TA%t3Iegnh
zZ@(zVXG`@4Qzze4ny<cTVu+Diq}&z<hEp^7)|ceFKV3<eO<vi(<Kj|ioJ)VCOt6^y
zlDzn>vF9h+CfxCH*>1`W`b9j-{F*TCOIdkGriE!$x6$2Em*UD>DKEgh`oQR^0iQ>~
zBBRE2mD2?;#>Fm1koswZraJIM14K}#uQ~m*6>QG6TCOlXD6Y6X$0{L17If8qxhwX0
zP4B>EF=PKG>$|5Mk>mZ08ORLQ^>X6R=~r(H{9m?LPjP>EeYa*WfXFB5`q~`9erTBp
zOx&sU)iib6%en6d7WzoihiXP@kOwsL!;7>Zn9`LESnu8n_t9iGw(={oA#+;7SU+(6
z^WCH6o`>mI@S36B$*cD&lYYH?M9212OgZ=65)}uB7jLEnha3Ox&b<njx4rEwbAtcY
zB6wb=B0Q^M@oz1vXGluJi8rgO!pq{QkNp_KD(g$JI(vSVcz5teggzvjK;vFnf5q6|
z%2z*yJ3a=DF5s%Ckojkm=zbWYxay&JY5fr{G!u6Wyi!&wqY^{Okz5Xou)gEZS6Ort
z9wtdWFinDUFCqrqO!ePI;PXq5DP}5kay(aT(1(T_Aq{Pb+?V&G-9Gmzq5}#xRo}V#
zn`Aa;$i5f3`%5|L`dO?R8kF3zx_|BCCvS2J;zlK*w8Fd=W&8nu3~Vj?P$d<;A*Rc{
zakb3b8)9ne7ss`@Ly(>>vEs^yMn>#{S>IIE!zQy~WagyD`K=yIC^%%v3k-pTPXNT9
z_sTzONBQbBvK$dh+SUetCX4?{%~H?3)Qt`syX$8R&r*=332-()Ykoz1x+}HrZ(p|e
zp!-vrmyc<E^{Efxs|w_3G9TH8yCD@-`HFn*9SjFkdEE#9&5y=er$fs<%lMl%#GCER
zj~{mSxa{Km8_?xN>skn0{kdjvHx$OcXCzDPc_r&}AN-_fcRX(@@?<PvX?5`@)zwE6
z2R}6K7F0bxYpV}wG@FvD&C|E7mV(dvXA&x-S~{z{I^EwR40&R(Butb^y3)><^8j;;
z2W^dV_#bgKJ6&C$i;wg_xQmf5N*6^<{T-nO0!*mZN^uLzR3}Jd{;84nJsT@Kd~3DB
zE5$U;vf95&*+p%p#!qfxyQ^`fd(q%$K&<+z1tK+hcg7Jpm@|3AHJ@>n@*uC#Ld+yV
zeQ4+^Q=pAM8{Mn%W0^Tr#JgbUCwZK?ItPgL2dak~2AV;iUS|_Jk-}HJtZY<3KKT_c
zs#RaFg|LcM;!f&v5Jr-I8qB&T5I4uyB<T=(;0DrR+LQ)&Wh;9tJNXS#%n(;K<-&&q
zBSom;Kq33IwVPx^y*89abVPx{7?PV)!I0yzd=L>pi=v7|{*)bDNIN=Iy}#3y<?=x`
z_|rn8h<kK*+o5Q{2;h!&CiO?l++}UzpmOZ1r|Dp{43hWX_1FMCRpOw@q2SM7;y=SO
zv%D{tx)(jpVg;`=AM<=`*h3tcnY+iv(1s3w7r#TpN$>3ei%6@Wu&jir1F}E}SDGI^
zx<Xld^i{M;pcq;PjzC02!Gklwiig}HM`kW;f`@Z6g=N_h3E>NT{t?BN(*4Lix1L{g
z^9u}gUp|N{5;!kEJXQRaibO@E3u{n|s}8)4eder2h<z{gB-O2l&h>04HNz~1>eb?O
z#~nL@-IUH=j^Bso;rPYFqSf|D5`hTZE5qWY9h`iQvI!p{n5bv1U=d*mZRPu{KDjzV
zHl=!=%$gRi(tj_sXb~(nEgp!Ksg$D3kD2%)R?a$lK0XW#jg5M$Sv5QGGB>T6W7}jb
z)j4&sJ$Nzn!F6uH{h|+986<ae=*Kuat0cRe%Uh*tlh|`pd#fB^c`JT`yG#MT3^9=?
z2UuLiW8eM<Xhyg!l$8B~=?A?KX2LQ*U#CGEZ9h@_{P<Cq`~F{cfAe)Vz+FaF0+rgU
z_M!yF&(HZg*(c}d+s9IGZ)ENHt9JLX&!=<c%zHF(S9TsbS=d|HLBj2g^wF(Dt&>^8
z{!~n>jQZKw8gRt~^(%*Z)pEIqjEG6wGCG=vKHUvvD%)Pttvocr)(6%yk*46Nc~`FT
zYA2MpN2NYj_=1DCwzA06A@Nkx%0~^I?>2oLeet!jGG&wGlzZ8=Bh%Fz^Ne;dR22v8
z41mz=L?`+A&k+A4EjiM)1qHlx3vM;9828CLZJoi;^LY$Z*86PhTN7R_A(A1q={R0a
zjzO=Z%ab%X$yctzqzWJ6b+3@TTn{ra2{VQAIZ4rmrHPq@&2W>8{p!S+nZ9X^P46p6
z65{3Wl^cf%civk%$EL(pT8FjP!Xiz=gc8}8(UbG{k;r=fhf>l~yO?+zYmzmdk+Q=R
z_7xMS8&_to-hxS@uhgYwjSGy`Sl6OqIT{L^w;z?ZEUmEDgtG5?NmsR5ZsYOri+O|~
zRPv5^9~o|)@a-yfJg~(iE3LK;U-y&}ENkqltDnAxi7|<TqBBh5Drv<Z3Ni9qh2uvO
zVS6<$7~-fC%ao$=oB@SmF|#Ndydwve6b$O6Uq(T~wrr0u-~6>cG`9b&G-ai1YIu7K
zgveUOSePO^Y&&=3RbMSy6dr$Kr;?LfPi48-t6O~&q}qcJ@Vh(-&;+8wVt1Cs{S=Ib
z6xb}T#1F0~(JfXAyiw!G@<rVWgKg!mCBZDdqZ1~YTE~Lbahj6_#vGT1#GPEK>smsX
zY*Ohi6)oTk+j$DGgp!v)>~IEF>orGNm=y->-3eK_HF7rAF?=-flZbqJkM=q6-Wt&V
zk*E@DJBY$BMBOy*ZlhM#$qcjr$~KOeR*!%YDY~ZP;0Y^N>k*zUVIFO1R1-Olwq`7F
z!Q%`zvh;9szQ(WpLprfi?CgRRvj>6eJLw{<W2%OY?O_?E4=17`zb)Tgne$S2)&c2q
z<_)!$ue-V;d9<Bg&i+Vle&?H8IOgJL&+*TahenZllYw4U=MAUgP8Rh%fOf%XFalkt
zTVko~KNn^CuA%!piDlVTJFjK&oluaPYVufsvTuO}ikC+Gm}k~R#2u|2aj|NY%zc*W
z9W8YCY~MvR2*i-qAinvO>1ENIERKlGAb}y!b0L&gxZkq;d>tTy_5Bh#aZ1h~&}H_%
z;H4`SVC(CFA+?J$KX>cEmWv_Kynj}&AUgSdu50LJQdDU4&UWZ>%oDWuCY>xz`xv`h
z7mLx}20%^V>zfy}>-<}N8|?#T0TF+PTijhrT&}z<c+jfiVZ%30f?MB#Ttf88&nYIl
zu+}mYg!OzHm|1_4Am#-(2E+9%Nc7w-F7H3rZ%!R(Z_0B94UU!`RlOOLf^YAnTC-lS
zot7fyBULjQ0QD9&-IHHr<4wF<+Js`Krk?YR>LeC@m;dyGSf4TUC{upOK{1DuSI^FB
zGl#qBvgk@jEwZzuG)o&?V_HKCgxJ!<S@5*iwfqaaM>QMjoThyU<BCPRxChT)H)#G#
zt5o3PUd}V_ypaOj8@BsRup(UQos`KF9N-gm6Lsrs(3>k1anop87&WVh>$75~$`EaR
z`)W{ayHMQX!<hvtX`eFe$kWM=#QfGz-gwiCR!bBsB0n>ZP7=>S%|4(h3}!T;8M8zU
zynqgvXu&?HM(U12pZ<uPN!l`{!jlr7Ty?{Ke{k;c_D$W>(2-W3Ad4@xVUw-QmQdTO
z?ea<QS0otNYoWU4Nu3%A*d~2l7iE0RD;t8s?{y7ZjbCGaJrg3ebLDeRnQM{Ugrx{D
zJHJYQZ_d;k4yUO#0GtBK1$Hk&uD^7ApqshpmP_}0SdDP~!LrTEc}^FWg|Vf-18=m<
zr_#A)=<*VM3tKnpZme{u@<a2;V|=$2wx0GFsc3HJSl62;S5utsn&I=Lao4_Z0E$gb
zw_9E8Q|rk&b|^5+cMo#s(dL`#9`KaS<`?b-Z+{$^M3}OiOazi+@SN7QRf|$WWjWVP
zM|B;B^z)el-3ASv_xE;^k~tJ~MJM(<qUpl`PlmsX(7u>i4c-2OnCrgWFTVT`a`N1N
z=I8j(#ybfcoDV_v)~SDyv+?NutxI|9FC;7CvAhNPSUQYQHdq8WHy6UF>+OiIyH%P{
zc1V+xm)sQG@0zI6CyoEgOXkdwyB+iBHJuvI>gm3PCEhbXzqY5LHb1G}8q=!6MzVtA
zr$f~5SBIG^MeY8p4rkYz5{q<Hd%O~=F%+`M<=q%Y)H{0PF<y7~$r~YFa__=fs!0;N
ztZH{W>5?i>F|1c8JOEAA{*GsaWV=Q>w4U^ymTj?Ts^Wsenqdj-e5^geW!2M?>Lou9
zManu8?JghPlm~7xhFCY$m)EP*2H%=9NG^R|&s=jq#K$yU<H1=adsBRvkkUN#MED9c
zhbCS9I-8TvbFFUy+zWT@I#fTMH6JK?$}75|ipK7K;N?WU><8q<k~dc}h4$$tRDp&F
z`4F>PTT&VMA76XbTwL3{4K*LEhR5r7Y7qr$zfivarEv{DFj#Txzlm4!(K2w&YHH~M
z4}zE&Q=MyBo1hd*5)MzfdkVk`(|@vbNHU=e#C;rk5d7WV?V%^G$_3=UfBbw-4!4WW
z-n2{T%yhTy-sT-|{8$})^)Jfn-6ei1sN}EPBdxH(67%OZTD9RtD#q?nIFe6zBvs(K
z+#MMeytQS|4+an8Y%<(*$wBD+^HkaLJujiOt9R)@-kO2hQcPwks(L$c6G);5D8uNz
z$e+i#b_ZE)Pw4+HtL@1YT~ag(FP;>&oI%A8{{uWD9w_#OxD!;;4C?<?N)ek)tz_{7
zMAO6PV`Y=Q@X5-!#xjp~>oQ+3SVNnyuyvo69O|{VD{!m!FIGFK<aSlU^Q`r%1RS%z
zW;W)uzM7qT`MWh%*oU6+b=Jkab=yCZuVIw9j>r3(hYM+SsQy`o+;+54x0+&dEW5dk
zDyIo&6^Gjn59-ev@BXXjf7k9zw!b>-_%hA^Qz{W=Q0MzV;7HreBGNa)Y^r$T^v*5X
zsAl{ZYw)Zkl{xj?F&A!Fz)943dwt({5{JlcE5AKidWjvAu$|h;KtIbz+?oX6h{=el
z*?p!9G~QJl#4wzQ>v8ODi~e4B1I3LUQ09|`hWp$=&A=yXdX^f^lPgyhK7LX!9=fi6
zsI$5@qMCjFaJO$HxX8kIn#cNLwz|^4l?%I0&4Aj~{11SY6?4+1=661*i-Bvlf3)33
zd@9aytebqD>ycwBXCs9jfR{~B$v&IZ$EOVRWbBMlEwjl;@CY2{_Nc{1{B6uG{d!uj
zpnRl>b7OeeyXO}+@)*mO{I{&)X@^-kONRAGl6VC0qBBOr`AK5e)`yq!y~pRTFs{Qi
zg1?)GVgXUce?qBcOw@)3niakKKQW{lQ=hH*{<HnF&KhL+<<xZp_Pn-n<3E7iE*4Po
z^B$~R_FNVrOcbIz$+H<=uQ#B-zj2XRt9&WzY+6~x@#?2$!2wljhJ{Pk`-Bw!)Yzlr
zqpq8Y@t1AqcdM0zsOUByMZWqgZ#qw>ixro1XXJc*TQBwcVL`0w+N03yd<UNh$X5c=
zq*aHv`eBHuIcYcGr2W>##GJmhAzNomg$t*c@+0R_t@l;<bz5(hB&a3@-+1456HkW3
z;mmE|IrvHJRlJxvqseYxv~o+3Zvc;=2wCr=6G~7qUVMu1X^Qt(_oln+R<QB-r--ZF
zO^@7EFHwx`XGuy_YRS=s%i5a@j#HD<w(1U*RW*2oem0`Y`|AROap#4DJ_cA2a!ve7
z<*Xpcz9PA)e>LDh4s_N(G^7P4=q?8$Mfujrj0aEF6pEO-*@)9V+b5H&G|3Oj?wh~Y
zXF!?2=O7DslfU^{Q|n+8m_9cKi<8O<zF?+`pYg%k_*g#GHpPA63Z|_o>&YKERS?@|
z7Q1B;Tt%Je41@Z2=>)!%+3Gmu^IU$`t2X=&2(ey8$BCIDUJ8Sm;3RVZBQ3fDK$Xj#
zuF6s8b*lzexk1@Z+I@QKUu&(MUHg<NOh&S;TG|lzq`del>5>huO?tK~MxER0thl>m
zW56{n5|fQzIVN<vL3h5Z!-)$>X09}1+YRqQ1d3SXkYqYuwtd{w!=m>4&OndC!QS&`
z%O3l$n8}hL==1cVt2aWXeNuc)tFB%tm94PE%VDwVUvp!QfGt&U0+>|F4z-xpG*aTX
zd7)@|N?Zkk3Hh4i(9_bgYOa+K(#{1+|JeW$Q`K!Mue58MT_Dr7d4=+yDsniLrzlQS
z_CmfcI5eu4yW=U_t_Vyyg*c3cjxAWKE+ls${bvCWXvwQ0^c1@K9r48bA=4E)wdoJ4
zP|ostPI!r7Nyw>Gw0_i|y0F143uzR1=P1b=krKnj4=F@RLE;jXY;PfM-RiW>zkihK
zTRyq-+yz{<<fn0bDm(2%Td%?_7j3uEUP)M;hwtQCA--pEF9j`Gc&RtvdHES&-9OB@
z+;(mm=;{_=oCLV6AFZAg2u*rhQ}?=-wW_MByi7Kp4t?C9o*kPajkpgX!Dpo|UKw7y
z4l>E|@%#^v%ai<F9C>~42eds2v>N)Iau26-PrAMSW0(g>rKt1e`5JG>=jCJu_hr(*
zJ8{cAsr?Mg$z@;p>>Yd^e0i;W;9S%=kZ}x%SLFHYq0d~M&D*TqA~Q|7-Dy#xPgm%h
z$jjcnvETj80<!uzp5~L|#4CYQgY}gyN4wtm-C_oVw087|Q`XK?(TWj$tzA3bNN9*c
zwN?&45{}%xBO`pFWSaqaQjGJfHxxDz`>dftnaq1I!wk&+?M~)qRN9+;ch9)ZJiFk&
z1Z}$mU1_M`O@3+LD<1GLuUF$hU0=?%WYjCM(De0v(<Ccx8R0ho^_+~=#lYoVi&2S6
znn_#afF0NrnFISPx_?sjtTW+HKNf7VbN<NGMv3X_eU_8BILX&IZ_5^-yM2IQi}F+2
zGu0D*S}flaVkFDO^`xHpRE)^my0_*{IdfrHE?lG>kw}8Q#`SVxim{AB$&k1jAnOjb
z>_a8bsmHoPpWj7Be^*EL?7<PJ!HYyl3K!v&QJj&<L{(iQOEd)^Hb9r%=~?256=t%?
zxZzg@5f;JiTI57}K-jVElxJleS67+YClHx=*Nkz$vqI<NLQ(<4^{AKgU1O1=L6Lv`
zWxFe0mJjAu6-gTqroE1U3Aw1wPCF{_@uF#5y`HgQ<FLaB6Us<<9RQPT`joq-GC=-F
zj;tiq(%!KAVr^kpoJdM6JmNxgYzX3nA3~%M)^S9FR%pPx2OMrXZMR)6UB6yBzIq`2
z#uWA&p6~4o3GZAG62_cV*I?UQvM2Rj`Y>n@MNo2sj(3~&;%zf5m)J!9tyYACfKZ6)
zkqvwgVj>I?eC+7$&biT8$*h^5pYm}D|2py_KZo*qk*qb>4!ic^@cy00I8)RBAKv%>
zy2aw^6t~Ui<!js{4sX(lT-<T>GBrA-F_^ketg0z9fSu{tNu4^AEhp_yAQ31-$z}Y4
z$+5?&Ph?IIGc?hy6#C6g5X~fQ-$2&_^HAaNpP|EuvDiH=z_7r<mBIPc@kX**v}<DG
z1LwBBwa-p5ntX}RNL-*Rs!cM$qm&W`!@rDjH6d)}Ol6L6IH{b{$3{>F5D-grc?Fga
z3p7LHv;2<%W=rAqiobX$B8@+a{NMw_tCT!WAZ=_{EZ>hrXUP(q<Dh3NuC76?pF5P_
zt96K6Y4#mx67LVq)NYRwoz$;1SqKlE-}e<{{0~s+0zDJ*qzj0BxUFs^;IAdSINhJ#
zckIO(oxZ+)otr1Abs_yY(|1r$AkH1+7r?EhTfq8`ECb*xV9Pyu|1HF9>FlQQDW`8*
zb;qj?!?kZ;M?e-tS8<7{Funj0p)*ik0Y_fXFQMxoMj(T@`L9*b=4J8bj9|+>@}}`e
zrik9#u11Z%g)wTk0~0MSwT@K}QnF|Qbp0RuLoWeH)Y+=G<(*Dl!MscmlDmm)*uTUn
zpnvR^q(~DeOD#dNXtLOJ8GG{YjyG+T3xnj_jz4Y0%jO?|yFOVDW@@nJwULnKn{t4M
ztvzkI-e3?;q-b^HjxOk=lmO#mj1EEB)Q9NRChXnn7U?2su8lsg#rjQ)`9QwNTJKDA
znU@OtUZtgWuo^N(vE8zr{2>V`g2UqKeeW|sbV2oyCI~zaloyqG3N&;tR;3GbvqedU
z<8P6jq_V4e-0UdUmPxFbH_}Unq@F*3mqLMXwW0hBY}#MeiN{F>>uN^<uVm*83tw-H
zB=X&<4UyFrlGLizw(P_JZ}^FMxwgc0+WG+Z(rFyo9T0p-S$z4v5#2T+XR<`zkt;nX
zW6r#y+J-<z*x&mNS(ti(sAX^IAx?e?jEji_L$;v-SsNopqMNOVkyDI}`V7{19!a=(
zMxr{#ri;ldlWxFmr=_|EDU=IB6`EoN2ZKiva!Pjy@kn8v5O~S7PeF(vBKErme7pML
zLofJ8BiSwrYZ*mVN!)Ab=-=DA?)mJ_X3Bt8ky2Wk4cB&s3fmW(DKS~OR^nH)kuSEL
zc3oQzA+2$ANs`(RjQ};ab?XAAhSe2yn?9Y|blI(PQibxLNm50!2{{u}n!YxylwIet
zex{UK&kI;n8~c{2@3e30xC2b?#`s<QiB=`gbvZECI#JUh#q$FEWuuB3n1JT|%N1od
zn00@;CUgDEuFc7J0Asa3e%-1rg!l`xbMYsKy_)jT&@X^<6DW<zGKtgxGP3xP$TQyi
zGnCaOG>utV)e;T8Cp#G&7Oa_2+ccUKJY%D#2g$ieGWf1$oG8ULYn(CP2#Tl9p^hdv
zZaV4m!~-P>RlE0niZ%&kaqkaFo;yKfu#l5Z8~{gI%_?tv{Wbd8_<i`Q9sbMCjndt~
zcB$Ze%}^iahASOgU%l(S$pzIrvSoJ(4MnY7Q~2C_&|5Rxa)c2nf|~bChC%BM&#FtG
zpfg5fYqkoPkFl7%#AYpf&i$+P{z@a;b5_F1U!5XW)9Y5pv)cL=$O?y~JFwlQny`;c
zf#|hH^)@F&T%;+=0|JlY!2(?s`K@x_gN6#C`C`evNVl$^CFeR0HK=7#MBP+k?z8Mu
zClw2|30w;XJkl*oZVN{<kJju=C1xi~@ESoDCH-?ZE^-{Jd}7)lq=na@TZ;lg-oadW
zJ*q)zE5l1jpirIIU>`ajq@F#a58?LP&-<1EnwPuUsSv6d1e$}%7rlDe+G1R^P*i&H
zaVraG0ve-IpvoNB>$I)ydtlWW;sfio3|r2AN|@b^!D(T@<+F;H<~>+yO<R1APSCq%
zaZe=OAY+y|+f=8Zz<!taa{ZfR<0U0C3*3)D$~lar5OX8~jd^<MBt#b?1pnv<dWO4@
zUHhntqFWD?%sBWtIY9PH^NjmSEXzDy{Xe3fwaury%*)-lT)jJY+5b|Pn#Gwmn){VL
zWAvG#(1O6vS(c&nFZ_264_ucDVo}YaQ_UUxv?a*KhvFY}qF!eCk=2bzcbGj&LD^4e
zeV0AGFq?EAyY!UU<mk@Ql4m(p3s$cNfn5E>2ZxD|*rmG1R|<_1-IS1CYM=a`ii?<$
z{p5rgyOIbdA`^ZV3{*wMeeZws?R|!RQ84;+M_>r;vM;XqeCC^<>wkcgxLyTM-L&r#
zGe3kF^%t~RE8ANwAV73^jftgz=x&Q)p)PH1svR;R<y`<Q0SMz~GFD->uEbP|;UTux
z8CbEed~oW%BuuVBMC<pP+Sj8-=Da<92N<)KzGewn@-`(kYu9ILDPVz^%4=XlkT4j8
zzx!T@aaRh&z@sGO$R;nvKLx9bXATL_2Rhq?8hD{5DNq{TDmw?LlK`jfYBVI~A|}SD
zy0|4~*`5KcZ=EoS5%c!9j#tm_dp00;S3jG(LkMlmFN|;IZXbIS-SCb-io;>l!BEy*
zIKEW9lKRbNBA<0|7?MIQ+_FA@?u8U#>Rdq;_}Y~}Jhi)RzS&VjO3bmbtiP#Uewls+
zx8Ay`)tShhXF7@xG1c}tN;RkLQppJYIC+my@M%6knVVW7QMFkFQYuY%r8jMjY?OS_
zt{d~~b^_96{%HKPCo}5?Itx<kZuNy=+9<!t{^go*^(3&<<Mw98zB(X#@<_nSM;lr%
z%>X9cuX2d0)ER|Q$6!)&^gB%~Exzw?PFU+QDp-O}+u>BiLYJgL_rdkMLNAPgp6B0~
zorA=`LX&d=!{h0!$>^scGtYl}I{tX{_Kl9q&%>r?<=?=1#|$BojP#>yV!dtmrrEP6
zj(`;au$(%Ok-a6u_<>algiF(Aril#0600E%fFpSMHd+W6#ZvVj051MAm4*yW5+yS#
z{-PW*_d|@ue?~SdfDlV-UFHiS?)_;&zJV_y6hO}Qb*uayKHf7k^U2!M1{BS-&>(j_
zzzSJsem16;M;6~)Od13LmJA)4Y5Mc<&+|M+LKmx1#wZGJh<jwzyrOIdQ#E2@kYuSp
zX#trCx8`D`1BdCg-lB<QhFOYLjp9tW8J?Bu#BpHCNM&%%Nw+vP=V<M@h{4deP4UyB
zU#X|mIQT-<2M(Yy7Mmg~nT70T#{YVuzuV=fG~iR|mSXwAIE=Q1{^hvrQk*cGX3lGy
z8gTV4lW9YVte<dS=_o4!I0>%UcvWoMHV?O&HX|bpz71e06Oq;8>LWPcu8z-*V7!aO
zFeNXHQHprlyjWbUyB%tz)B7Ddh6deSQj`ejqDf+M>t5rz<WEw~Y~9>S&PK!H#Wpe3
zT)-QGuGV=HyNDUGJw&e!_GEC6P{;7_7dNrMJ3t+S#Y|<w^x+g(3peCFgzCy&V`$&l
zd}4_+L;2Wu-7kZ6kJ|>nrN!y{>lPS(Hy-{pZ<Ll+wE*}S))A{1#vKdtx8mFHk8I33
z<p_W##nK5eerCw!mf$H_WxY)9Zeqz~L-ewl*|R<Q7sUNz%d4bA<CLz?j5E-1zvD1R
zgZ!~WiKVxfhYaB6^xX<xvY%;HO*0LCC#{R&;lcaJiNsnUn;4H-Z7lTpIqsNJP1jHa
ztU%2cR?Ej#*-hP6uouo@!Vj%)$V^TqqOCU0I}3)K$KdK*CQc%JVM1aOWv1}_$-!T~
zsU`nJWeA$;6NbMP1s!jY*SD;0pn<LRV5Afx8;%hM;31YR`np)kRTDrJ)QqO*^VKS-
zrOUK>{nlWV)SzeDIS%nIMyW{*m09E=)}k4uS@WM<L{mw{gMM;ShzaO4YIJJOL~$jK
zEROCrGDCA=-qq+}HFwEEVKxi~SIa@_T(-E~&poH6qv5!%lE^;my+idjf%^)Y*=s5A
zY(F_1r%>eUXe84AXT#g}pY5qNzV=?f-U!n47hmo_2$0%=AP_#U^L*%YGhsi2%%&zS
z^t{jT-$LZUQjp0t6%(0Gbe5Nu=hEAPkd(nJvk!INTu@4WNK+X+1^(8@-0f2>{OivU
zHYKr`9w!uxV}z)L0X)yus2}N6W+n+e=#LI&{6qB;TBk~{y5uRUbu);nbTr)`>93)l
z)SIK}{%e7C9yNjZ0?S)E)>#7`{!%5cn5<;5+?`Eb`G}{S8oB)NLlo+^;Nqm5pX+ST
zqvVhW>om$7oGx^O?h(V(awf`p?K|~D?V<_-!#@@M`Lv41)Ywhwg?uhj1tw1^$-n{x
z$T2#MXY2vhn$S!=-s&Vw<rFD)MGC?RJH%+hF;P_*+$}hOafdR`paOB6y!6X>QgES5
zx1OcIIz~aMtYnz*EpY5aZ2b*O2e^Oge`>G#m#PcezwoT!`4;ur%cItdHvKO)CKV*y
zL_@3ey(#bFUD-19);J74X?xx+$z*9`0$H-cO6%_mpa$%v%CR5yr}a~wL@P}T80j-I
z1<Hz!)!T$8>N6tg7}K%pj`o&L(aPGdp1%5a`+B=7(WS_imuK09-mf5*qi2oZ@kH=!
z=*RE%t2DYRe~QQMmL0!i{Yr3_Sm%f1Li{AgF8Ge}>R|plIPkJ&vRJPl`wc4n4e!5G
zVHd=-0O4Av0CSX_D4q!)04tY-$z4%8DyqD-->FGcq>mf4&OuPEZiiJhWfeX@$!l&(
zrr-JKYyK1P<GA^Acf#4=PriZPD8nC%4|`@NHlFM6Q>z~|-;TQRQ>-YLrqY9>@@pq7
z|4BieL&LeGXG(205%<v`jgXN7xmQ$!C`9!O=Xxb3XNULMT6tTU+T7jBv@!cD`j_?g
z2B~F@?c730b2OR)JKYXx!4g~0*fKpYF=<+I!TWB?%KYK&;X!{YkY5BU1nTT$wD|{%
zw7DMHD0XZD+rLvdhBK;8mA;ohhk!SN;pwHUBZgF?a%w#Xmvbv}b5srY)jL8vWIY4a
z+h$Xf@61{?XK@PEuqNLIX9*1I@noX7lhg)?AFo?{#f~tTuBOz>;#lKtb~+;s2C5b)
zoe$f6rP@A7zP`sb#{0+sH4+Ex$PxXzrj{RWS7wO|P<8Nw-Kl9>sX_GQz;b-{5K?>E
zcjV?7{e~dyX>)t8i4JeSAM|_9vGlF0a}VdA(*+eg3SF#ob$1*>v*alm9eU|B@6fqL
zy_fi@yqBj&%Qw5vo346?bmD?X#O_Tv7->40hNQREeAQ_)h{v?vGh5`_FU6P7*P^t|
zu*6nSDY^jjwsf*(+&t5|Pik1UQ)NW6de?gf#w~@97gM=gG&w)cMRb&^(F;MtwyoaD
z^@N2H&2^TL^cwW4%NZ9P$_M`3(`&3IIGY&?phe2Zv(I+J$v3&G3SvhBhR=i-?!md@
za0xRl?Z$L2j>3zAsdWj9)3u$^UR_u#@0|-^PiqU8Pl;p%UJyb0V6F;EvZk&uC+$gL
zGHp!oIxRTi!4OTA9Cz^Kb&rvRV!$=Y?5;RKcv-W*qWPpv6Gr{7tO3L0@%kA@Z#LuI
z7E;DFZ`cmKa%?}}(4p-6mZivr{AN*e)`E7bd5O0)>j2-{A_TFl*{nMDR`fu7J|tMA
z7%PSH7&<~QLi%h3m_o-S&2Un@>Z_4K3(OqRE+S?(p;20Qp9ogTqV^7C=q-?m^bwJr
z;X#FdMhPa0z7KNt-Zt2MDUbSiujxMkamB$ZqNl<VNC&v>JhMi!2l$)MBz<I=-_27+
z3l0C#qgxd>DF6cab+7j@6s=lp1)4FouF5}JFcj=H?v-d#R$QJDO*&kBeB(SuCLp`V
zyifEo%O{zAx8A)7$8=rDqjpY|g6?;<qP3-8{6aPDB4)$42P$Xxzso_1$$tjLXQBdS
zeR)L#nn0hJnvA-Cgc8@CMMP8n1F+<J26cQL{Ae4i#*zD$THvtbKfuyL@A_mDT|o2r
z=9M?RWRv&ZADEKb@0kC9Thzxn=JLEhUFFPEaCy}J@8;j;48wZ>!gWz@W%}>pdfe1{
zfUD+!p6p91!GGJ%4n;C&L<5<$!L%xr#@KLS|6vEu83<?=E||@w$FvKB8^f$mGW0GW
z)(nz6;42^#9uX6MeY4)^LYAfDu(9Fj+a`+r?or157fI2t`d@mokpEa{<+V)g?jIu8
z>6rH-JUlyt{eCaYaRmDa$fsaCw(d-maMl#-txtb@e$*P}5}=M9Geqbclu5%EJgQS-
zK4-sEWMG0x)KeGvfwgHz*ts0cHJP3l%WiQWW{5u$LO@IHISR%C`!nu7k?8)#&LHwt
znL}~l@%7W?uGU!Qz2m4i&Y`L(m*7Y3pPdYBkw}UO)1cPUm<6Mm-N&OUCx+B?GGAnL
z5O={2x|czZ_VH{zwdHHcVOi$n>&Qyn6>OW;u{7$dElyp)+q$l-G!D$xX<Mm+)Lu`$
z85p3dD)e%Q=HaqR#nHd!#vc30n&R3W_Pt)Z9q+6#8>neK*Y~J`e_#61RB>5=UjGkD
z20q^sC1fLm-n=o8yBhi#6@Z$V>3I6Fa|&686~QHvj*Wc138X8Nl3?Vyd=5TezX%L@
zuv_J1s?8?i$aYFddt<iF<~!|k!!^g;#59etTASu1h3EBN7aklp9oO9UUY2#K&5gBX
zKv;it@P!1iSUt7?i#A$IZV80(K(8>@n#UTis9wAFkY>x#qy<eDaDQ)*c6EtY;00xP
z=wdO_4X21xMazmr&2%eDk<BiX`Fc!|!s37$M4#D-FwM?tlv)S3=F(gN(ct-UkHn0I
z$0N;z@9S4SMW1t{__UuFjT9#QtgdI+VsrPR-jIOfPgqqZsbhS?ua4PuWoi3?jrF5<
z!m6+|X=;v}-2u+qK0U9il53!<dB$;*-h^Rp13&mJ_+&WM4x2iEXw|>~6%Cbzl@+9A
zU&Y|$09<|D>ZK;p_I@Oj_a>%_gyk;wHbs&oPddpX+)U8*lxhbkM7Ww2uGMCHs;zB`
z7j&iY?RFCipX5yv*xGioM{!r6*UtSr<8PWJj=pgX5nniA2hg!?JynYcWpyy%iXP)s
zPvZWkUCAjp#m{q+oEvqezG-RQEN!UZr_ky%oNASWRSMktrr5HI$a`aB(_|kWA?bRo
zj04UE1$3}-p_S1fK`^#xavYG_;V1@O%4B$+5N@s8p7iVap2nv$m*5TTcRlX+Nuwgr
z`5@FoUuqSem?vXY1)Ku?G?8P)3kvR3$~0=ZYN<<8Y1Q+|GRm?Eh4-cY1MpVovx?z3
zf#~_h`hFvlsh6D%I-cxcz5BeZ^GTsg{WOlCzPCR)g_Y8T>`G(Jr&ufhUA8iN6AbZs
zH!Z8*y?wjiU0<wADSpKV_OlHXjGMa`d@HTyz2+5zc9NUuI|K_g&PoQCW|mw5vr7{b
zQ?>VztoZ3F5811?{z}C(&S9yGYvR)@uhZAWqZmJzsx6qyZr>JY5LYkA|8v()c)n*#
z)nA^YgPnEM;kW4RS2B&E$?ijitm}qUzW)IPf5`S)cuOdVYDaai52d~w=<h9Lq*7Hd
zq2(`hU%Nf%7Gt=;&OlRjSDvP8NkLS6;mUj{2d?PAu~}5+{abaRnaIBR#aPz$D5og5
zI%B~ji9l7=dDT4Y_k*4S!|&>r`aLJK|4Q^cjeEUMSpKQjbUO5Rc5eI)$M&Ph7DZ7J
zC3W9--!eAu{`o+J@>t?d9^cY*hN-ku&E;Fsd;Mw_omlSqyPwXOyYFk9xy^Rg-My-K
zHR#zq2km<5A<bp-H?&c86A-#J&%3|Z@y*vG@PO=~rulP0&F~>=C^k@jt|z?vGG9#f
zm9I(nuzK@CVPxgcT|sBc9yeR^yFZqcV)KYoD=aW;X)P#|H(7-7l7=%%{gg-k#a^tz
z{6C2)+4(<=#TtGRKQ}jiCy$ooP<2#LcD)t<12pX4Ie`l1bl(@>&pzZVOQ)(U`8{v_
z`CpfBdH*VImRs>=f`z|g@25~s^5T9N$lvpvQ{+E@y~HUIzlXO?D&WOG(H6hgu6Ck6
zwWpmHchk8;6m=k)t`mCj=EbV~zct>y^nd@{{(riyWE}fD{J{(`r~nv5_tZ*c`K`#8
z$B#W{3a)d~QhQDbqFuz@2YS`}`3F|+MYfMAkCLapou<&|87WKFgoVV{atX)ROPUUZ
zympsuv5tah^}0hVUKOG&Q|Q(oh-lNg7=D+LO%eqJR+4`xH^=%J?JpTpLkHSFy{(v-
z6!+CgHA9d_W)f}@rgzOx6Y?F59g?eE<KHQogR`#HhTsT0C`@TfTWwVZW(QazZ$8}`
ziWy>d3JJP_R1V-Sf-D%xGTX@432zXHn9WjpQ)xEBJFT#5?a@nDJI1um@3u2g+)a12
zJ$0}5X64aTzf6;RRXc;L1_zUO6PBDY^EFk$Ev@l@%9N;AAlhqe<<^>h*1G9(bDL86
z3a_R~;hx2n!t3;NQ?oU-J0UZRQqTvb`6CI70iy;`ZSyrb;^*A2&ZdX)vo=1R*vG(>
zeSKmxaR|<buZ=uWg=5OJ8A1kx#bj{|RB8+m7%eD}c=Y&7$MW|$_ncBWtfXyqtv8pj
zIUc997=*wgsBMWel%LjEWOaoJsV6(FVb&TGAHAVIpE3mBwbtZpEKjtb*_%UdI(c_m
z{H~2@B5YZz_*rY%w>d<Wl#Rg5@U(_9J1zIZ#xiKB8&@qN7#GYqxeJh-E&+;O+G&m3
zdi0Cq7i}2x7mq$J3xxa!;JyaCaKx|s8<E&!F!U-=7M~mFJi`zEK1^YaDkjEJyE~oJ
zR1{1sWIBy>-e~kS%_OYbEgQY&RgIe>+?x;8_rTWGuUQ&bPW2$9Q4r{D#vOflb^)V4
z9CLgti(>&0F%Oz$XPkXa2YO-1t2SE@WB7#PO?r8a<&(VEx_w&z)%h(zhEm%LK}BN6
zC?+6hx-v*G>%qJpfjIpz)TH5c$grT3>@|eVCcCkTWf&MV8(jJGp5+Fc=M?vix=E>+
zQR>P+O+MWsMc&M8?VZ<1WtEh%T{Ty<I75c+jQFO4*`|bsYIIUtn05m`<i@VZw~D&j
zN;!$q(2bJtk})&Njo91km_uCC4lIPetEU-4-#*_Pd&psb`24^jt+DT5#;Z-7F)Nu)
zH<NFkXwHzj-`6^jr1<pgl)LbgEGTR6%bzCFl9`Y7g>4I`85r^RQPotZ_YI&Xe!<16
zUM{T|QE06P`tdI`Yj?%kTeAvn37x=tV}}|{PYrv+&Q577319!xaU1X2i~-zO|EZq8
zQg__>xd1qK_;#af^>-fmJXXY|0O-!2s|D_lzMb~w)zfGWZ_twQ90jcHja3N#<TWL*
zU45RIRV(~gz~o8)l!CKqP3;p;Ca$;|Dsi(w>&F%<Q%wU90_5WyUN0<15<XLI3fr+t
zF`{W@Q_A%i03Pv0&53J1iWQ)e?fmD;rXr+s>3{fhDmm>zK+v8NYSx%~(73HsNnPA%
z^LN)-9yb6Q#hnq5WXi0MNd&@HO&}8l3|NX=5^f6uOYFcz^oo8b*|{ofWB|msbmCa!
z#t`nBd*74u)Vkm8AcGbS`N9W{2|q%fba8YKP)a-OLqLWn%V!jI4F~OIQ9T`16f%n=
z&@DX4ARV3U;7|*Or@+XV@aGt`egF_IK4DG8Zdm#;*s!*reD>01)-U4yDIw5A;c<lS
z$wF`Rv$I(g>S#b1tNB;jB(i0f>!y(&1o%!Kw~4=EK>CEnN~*x-&B0ClfHE)m%1Wgk
z%sYT2fs2%uEic#uh56re*hMhxO5OX8<=*2Hp4dAZ5YfBd&bK9w`Zat8Vjh;XiaHVY
z+0jEqf~9u!?~z)2?Isw3W+2|ep$Goqe8`(EM;Og#eGRX3t`<6O2hU>FHsZcr0rrSg
zbN3XtarIylrby-Cusb1=Xk&<bpI)?51_&bgL<`yQ<Jt2i4*NEA8^YwMtDn03o8xE5
z9oHNhf8I_3NigUdM?dx`Y1h=VYz3BqeLY&m7*rW=>aC*Je<k?jL;W>IG09y3f|{yb
zuv*|R)oyH4*D5`g;;#d?4}sA53hFNz>IU*`w-evJzV)ECE_)O@Idv<BhXfxA8MxAC
zu`k7SnM_l?eME|)bgGP*lm|K&98&fW*{jn6ric`bu7H~OdNhFgMR0I5O^W`{Jym75
zE@zSc1NV%8Ug&=S8rtyw3y$+y=J(&I8vbhC%{%=DR{SMC)p5duDM|){mf4J>Sff-q
zpZ_ZQZuYXoZ2){)n2CC9)KkFm^!9tft*ESRr6=O%Pcohe&V8ek<MscIdeie{<qJIW
z<C-gyEbq4C5->2X9b%)ID~WJ4QeKL<bt?PjzOg`_n6-^pcqXalKC-KC9(4!OH~F+B
z1Mo*LN*<N0{P6cufQQcN@d0RQQqC~CHGTa@^mQ+_y}+v-?HX!bPJjAL*$B0W5Y4@s
z5EUaE)~-Gn&&;UotqaM?(GdjKRvu)nMpl&<l|33gT#{**Us^lJgwTE1?pdb|<Dy9p
zIjB`OAJ&7TVdMH2QGR85Mqel%z{}-#b(x1R^pd{~H4~mBDe0=GF456uaul=Q@cj^*
z{$uO=*ubuLS0CBZ64F}V(uy<x^DgUDOn|M!7Cb8rig{Koplbn7iGjC()klYPQAmw-
zEV#0VQ>GqSQZL&j*2WM`0#*dPrcd<?rE`x$BGW4ML|8s=ePEVESjPwBr7##YgAkUQ
zH3>}Mpyd@}C}yV#l#};6`SIza(>%_VYMyr0UpBJg5y@;mj)gPzKu=&j)_ZJTogFz4
z<N&9v`xw8d;odB(DhX!!V4)M=H9@x{ThDG9cO9|$t$f@G0ZdbQR3F!pqAk0NsUJz0
zV}M%xhLIK#g~87T3}k7A-RrqlGkc=Q+-^&AoVi-8u?zD-M#->Vpy%St<%vffOM0oO
z>(mM^0S|9~Qo6%uwohyuv0<+CDX$`C8Kb^tf5g^b+xg3O3k&{%YpnNX++oy(YklP+
zoDeu?tmp_ujM<Z?51MM1YD3?>C(MwKt?UzlQ`Xz^>T3<S0U24gKLvj36R3wI_PF-g
zu=%hEo&B>PYd1=jyWjsg(|!vy<I7tU*2DQ|=A-j(s4edXt8C)f`y62z^RF6l38d1i
z#;E>J0Odi;{rk1oz_oIYWmCnHX73(I?Y$<W1nt=fz5=E!+zTGQerm>C+<W!yZ5i3H
zPf~C0PfP#Vu(cy~B`%mYwr+x1Wczy|Y06GqJN5v8fvXVjXNC&f=>!A#?ezQF$D-<#
zJh>I|m9iDZN2+UM;F*V&hBp{|kHVDg`WQ@33OL4fKG>nXPM}`IZ`67&7>RLL)T$Fn
zaim>;k!Y6A97g}LP6&N16Pnl=J{#WLPi!g8v8A&7N|hYr&hG~oxmQ`D@AkzYKE~wZ
zJEDtO|AA_1vA|+vi4HrP@yeLeSlS%l+pQi|iSryw6xM1=Jjbl+zK3bm6gUfl?WEA|
zFN)$x=W#Dy!oq~_?ZO$FKWJS}%hg{b7Da9`N{4Mw)M5Goq*V%dCPU1yz`j`a@1q0M
zep^lV*6qMILPcvj9e)?t&8R{BWYC9&{{UVu60=df_j?|hs<w%>EeD$$C6zb~^m2%b
zYHuk)UooMQIaQl89$z^W5t^TLzt@!uWI<AL7RS$5l2bVgGF|<(p?`@<xi14;GcNcO
zKg1UP`G61;p_qQ24@Q_Px!ztKt8q_K-f=birA`=1Qd0w1MN3dfBNFsHoXE3%ce4X=
zwanrfI{76zGsj}_h!c%JZv^~Pc-soP6Q{oh>G;tcxO$3!fVu>GvMe=7m#5>l>w-qX
z*lcv{<3|gdE{-cmcBywRFOq2<iqB^F>jLHbvizu_AAileWd>!i-D7LnC@M*mmlXWy
zpeQh-BU`nl>QiK^+A-*-Q&Pp)&Xad1iC?a!|5NX0FTk(p-2VMy(N}BB^c{rsBh?Ee
z|GnB3-lWt)!08a(`5)wmgcoisJ@<KgG(2S=&ha%+P0l^y!JM{YiafI$sxayq0=Evk
zhEYO8kPi@u9o;pi3?)@9kLfXT#X-}4_)dtGIgY)^7M<VpcBW-@^mBc)^|uh8y%5jR
z_SLa^U!eL|<iiZWKWzER@>B6y4Kh8|$BpKH^t468?Oj>?f)_v9<Sw<3))8W<kE%+>
zoBU?)@GSFDkqDuaTjSfZgtZi;-lDu^ZN)aDUm`W4-n_Qg>fn{e5=N}@FLa7RJWR*%
zZv0wicmyNe+SE$NHT0x)mK`(tMKanjzt>}v!Ia{oC!$H^<&e9q#D&0XVp76lLJjX3
z<fL%|zSgQyIAAd@Bl9}PpyjPwER}L^t-bJitxQnuHfiVW`&YajJ`PuSxCj<!!giP-
zG4r%S8sVeZ_j|EU<Bye_MztA*2@7Y3958Rj$9W-K<er!3Ce~9oTECEDxK3kK#3kn+
zJ9x`ePc>Yj&-W0s5eweNI?MTzo;#OR+I|@4$qyl3gN@A5q6ymO{N8#1>9N1n-$yL$
zA?^L``$~?^BZPO-cpXSBCg%a8K?)3{ictukn&j7?4^g-_=}&)+LR5ps;p+8U<0|Te
zi9W?1#6O>ZMrV^LITL9h6AW0KN$Wy$`c-R1{gLah{{SJeEQh^+T(`Z4s=_uyeByUf
zJsK5d^6hG+1T7&<>|`nf(J`hs={j+*WcBQJ=$7!|Pea@+d~klj!D1nMdLa<7u3Rwu
z+zYAq&_hx>Oqj{o($WIa@L6&9P;GshB;JkFa)yz1@U8T=yT!;YewAxb4O{M2G9!wl
zlV~b72>C#1hmd^jCl?$J>>h8>j6{sXSy`b^3N~a(!jg<0^6#J<3YFK0aSG(@2VwHE
z{n-XeOCb7BXE!|Fn(lPJy{){QBci^|%<!Rp>l%rx6mu=)+?x^E(-f6nNtk6|0!LW`
z8L!jUWI>G4A}o5DPdU&!Kg{PBe&#+s+FNoS`PVT;s!j^D>9|)*m=XqDq0e=r1jcwM
z)F~<SyrCF4#0xu3LEc>~aNRh|gmJnvwK-1;24c$yVlV3QTr-*Oi#h3cK#7x(U4D0m
z_<cMD?;mu2Fmv5;S)zG#x7bW+ZRuxBAw@1sBNRUVxu=(G^dU(o+-zmIXT4->aFxz!
z>A_3}jHCK3oD$+h24AT+!4Y!4K)1veH9}<YxSlnr>Y*KGxA4&joWjcO?@F{s`Snb_
zY>$Bx7xgDrS!kH_`)so~Txmba=!KN*gDy{3c~--g`a>${doqD$d7yQ2WKdubp%=~A
zl)y;G61>jv5@15j`0>&>nt5zr^{|jCnw^$Lji!wu!)&c>Yo5akwBmAKOU>a)V<>C?
z;d6G-Z-BBEgD6U7b$$UM&KS+B9KnnP8YiVLID?8AiH{VQ`t$w(gn$wYY(gfyf(b&G
ztFi$wag*hk6_>kIzcl(+)?DxYS~>qA6wwoKEpIOE`|arF<~LEi9g9GLF+;s~n^X&#
zE_7c~e_V9C9Ez;*p3pkazhloZ>A7o`wIn0aqy&iNDZc3?BJ!aonceX0l2amL_*>@!
z^zVMjTpw%3p|2v{+4!MvcPtt}h@N#5RqLT8-!*gK8UDse<29__-5AI+aNOf^kNtAx
z;yuyjIZxL=Ee%>TcIX;$io0tiRTmV^@nLP`+_@2>!us#vXGdbTA9+(3m?iYmxG7c$
zN_^$TE*FsXy7?1@WzgH^3yky=!KtV~-J(+<p}R{$8RNIjwKhtx(cZ#JT}f7?)>ZUZ
zO$aj?dA!?^XjQ&3Sl}T~Ya2q*E?yG`<H{?KDUl&iqJu-d<`~Xg6{9|96?-R^zcEx>
zko{qUA>DE=H`_V==+pMkR(TX;bygGI*MYy6W9yQ^-4xP?5v%AapmScw$LfoDBE=i)
z%|?>1Dk`VUdUZo6CY;KuUAW$-R{T*<E*Z*}bkOKXwOc#0OI_pe7)U?5b29X3lXs6z
zR_Zl^yR<Td5KGE>MX9KrrqTEDjbWX7Bn~}eP6J&`V>O=fe*oS<A-|-iOAM4k5}0r-
zgdijs0B~o!?rv83cjR<qd^6qkascO$%v&?NI=vc?Lv3`r_cAror`V{f<^2`cbrSm7
z1OZa}OHQ7}TPb<w+w&B)0H+d%TT6w}c-KAAX>T;G6O}o5nsDk`s@1ggRMe>pdB+-b
z`7bhBsY@ztg)KD?0+!UU8!oIKZHvhSU`Yhx;K=WJ%)ln&f<YpGw%z1seW2eLCxf<J
zFJq|5^M3tvHX<^+jLw$&xp87S^NjANuUG4j)KqH~HC0Zi_0u+rpDvD#UrIt+q%FGA
z8AEAG64OPJQUt9>_pwS8{SEXy=yggSXmOB+TS*D}lHwk9$01jNPJ&W8fG6k{^N5Sj
z;gT*U(TTAGX&?q}1V|?G1}8fRFni`;aJ%ZnKP;{0bMDFj8yyAo0qpK~5#IV(y~-F<
zjwuZ|(xD|q!s;p8P)G_;N~(O1sLTXFQj`cn6d>>#YM+-iUoQ8{B}q!E15SLpR<f{w
zr+R#_wU(R+Nl@zY-RY8*0c<2q#0kj*Z~8_CFR>k`gb0!NjK$>Kemfj{4g&dP2xhgI
zAC8;>)&w0NFx}xcH{{%l?}^U$GjFxeYwg-exFUE!<}C$Bv<dGx0!^g$7q!Ecl}^5j
ziig~)d9*UyYpWuz8ez1u%Vjko)UB492yM333vIT9r3ncM0+L-w4wbaiigXZ_E6h)l
zqM}OKLn~>y76A@6wvv!x0A>cU(!f7+4PN=38-vBQjr8*D*klhEY`8=x1MEFa`p0YH
zBe;UWB0<f~f`nc>#lHB0Z^VhGDQPK7$Xuj8wL05@P)RCnpwlHV4Unf+PU`_unU>g7
z?l#p=O*%@;PgOFumg+z-m9tE1e76_bE;!%$PV|nhDZXAr@NBd<ej3E_$;OUDTs7FX
zSz5$3sr7CwVmAB)*ozzNU=je~1x1C0=J%2ABX3y-FK#ASbI26|O!;b3(vT`?%krLp
zuBu?~%%LaDPeRn%P~<G3N)5Tw7aDbyggn!YETk+4P+L(#?v*4dGE$**krD)gMrL-i
zup=^i$Y)~heD7v}V&FBv-<_YHq-NJSLN_C8n7zgNr_@0vK^UF_aRA`jch7Kh8^-<O
zoZ2xGWJd8KOaUg{#7=Vl){=G|`vV^5xXi~36LxTIuI(LxxVHO;g9{y8Gabx4Z+o~c
zqnMabm?R5l5GL_!7(Rk8>%cugnTvo;vHqcH!6GdHZ7^o$!!v+=U<;3FzZp6`Cbq4!
zPy#8b5PrJqw*@sKW>OLzUEWbx=;&b%In+l|V*FiM_dcz=H{Hj5u1VXt49)k9#)LJj
z#4vY!bj;kq?YKBIX_)kw_agF+hPzO3vqMQyR<wepBAu1H(14Y!xamkJX|$mWTHJ7i
zAqi5-f)JuE{{Z4@CjS8TCa+es3;y1cf}Khq{{W7*sc29jN6NOOu5O{l8qHp^v9Q5X
zDX5T1MHLzaJtA;PETEF&%9GdD@||<2lh!5#vkT<f0(5QR+b!>BXmai+OC_><{Nm|)
zeGLgf)T_MLO2~SPO$exUk<hUYRjB-%Z>7|R+-b8=q$KqNKTi=>wBtrJx^{Gw2Haz<
zj;AYJZQh>0I=RqZQI!2EWH1n)p#WuAPg$`O_z~&2H=K7HliK8o_c0{<81EgoJRD{`
zK*(Fbd06WPe8c5^7&hP-GmNa<3{+CqwJB>+Qq-cNwJ4P+sHsItQi)MfB$IO_+>@A-
zdC4H=CurNWNFv5;4-t?>><@X!m;~%?1Gd&2DW2+redl>Lv~Dg0p73mrM$eY44fV^3
zIc{xMvB{a<-|XgCWyRk{EYh96^Z0{q-QrFr(ZxpIah0LQ99wQ6%2v|Ug`q;krAZ-4
zKlNaef5{_?BEsI26O(AXdO#-DByhpMq+Zc~OLrGCGm=ja_II|u-gjWc+_v~?n|GZ5
z0E2#deUX}Tn6;XZC+92O)P7yY*2vXR)~XO%l7{+q7V3wPnNj(5byKgcK}`^~byEFc
z%d25;>68w6NlF|HrlOG4B_x7e6x9u~9aMr`LrEn>b)jH%@rt>;?EvH%7LX*sx2O}g
zOMxAZ48ZiX!ND_O+}n!w&i3QGb8qFYQ5X;aYk_@D!;1#Dj`j{tTsxyUm%8b73U?G#
zwieZ8Jxd55wCQPd?oqPqh?O!t!B!N6w!hh}PJ+l-(p11(TBGQz>Q`GenrD+vQm1+l
zTB@Y2)EsgdK5MCRm5zn}$)i#G{9(z=m^rZm=4RwuC+%^#;mi*~VR+vl5CEIx3&z|A
z>t$^64UyNM9uVci+1Zle?`!$J*`qD`v1<$}n!8M>^W5l2{b0o>mZdB<kot8KLbjVF
zNmrVr`6z8FamA$xD&a3i)sS2Y)2kQcsUgQ1W!Kt4QUj^|vng?-)YwwOQsRe5QT~aH
zR!NIQk=z}kV39ttX}n0N)6TNuTw%u<b-5^UwW+rOf+RSCl>$M7({c>Pc$Uq*)($ru
zwbg^~XftlNCjb=YM-1#(Yj}ZB5S!-&M45xI#_&zMY~<VC2J&EB19=1TCI=a0^A@<<
zWrb>$uT#Q7q^osRv~b%fr$G5i&pw!z*ljE}RLr4-29iTo;T>D8E(*;vNUBoZQ=t5r
zpi&g0bf9R?>4^=@^t7aw)7An|I$P<xzBh1rTT#exyaydl@JW8nnTH3?&%8!1Z6Mln
zX!Nv6x9*4nV2IfX6C`c6<WH^0{4ag@${L*+*OIsN%9?h|VJ<g8sPv^S5VPktn(A8j
z3KF8(3@V_NrL`mG5Vs4h<g|STpI@vLT4UOx>RfTogdHuHDcWTyTG?GqQ+kjM6_la1
ztyJk`DP>A?q(=|{a=pfd^zYDc)Pn$Q=Yx_rc3R*Qc6;yEHK~k(V#Yx979-jxHY9PG
z(YbqA<`=~_kwE=o`ha!BC!(E!KfL`*u**P&Nb?*?G4zEI(s%lPPtZAXslm-!zMHC7
zQ?{oQq0ra2OHNdPr6D!7)kc-nhXO)VPSrY|>QD*=wF0XhbC~(JP^C0leG__4gq1l?
z-488!PtpF(N^MDcw@zEZ{{S$yvIuduDpHj?+iOg(iUTv3Z2{8Hptp(fV=fuAyPiob
z9f=muJ2Ph${{T{QZz+(zWYmu_>g~b(MWVPx6HW*{75acuN{BX68!as$L1onOuWS74
zscTIqPp55-8$@c%Xxdmb^qn~dpr@qOIcZUFB_%|uEhL%aP;s{yTAO*bwCV^7Y2>N5
z5^P|hK_nPZHy06eB549a^&8xuZt;nNY-VKjaL;{@T*i0HJ<kSrIhFyNCv6(xvbCDe
zoK!I+Uf2Ly{<~a3us6NT034lwykbO)<9H-?KAckq#F2kf+H58<p1|5*S<cxY?`hsF
zJAMBEBgAVlXJKnKfYReLn{KfU7e=$#0dMz92XN)?ceixz4(h&64aC8TBV%H2b2ka!
zyonw6v4e3EuVHzfBQ^pp>F#3$Tt*Cw-1M0X0%mXgW+L`C5$U*r#cSN|^KLu9w-cM%
zjKlA-(6e60QUPO;IT)EX1K3>J3_*+E@q>eiCPa)t?Q^y+Fh~N@Z)3y+3+)8k21YV5
zc`+mdfK$Ve1<b{#HsAfAUiOY9gKA$g`~%-Rvo~}=!H5R??Yo=Y1K(?lN^KbeHb0D5
zZb84^MDXq|U|wJi?Y*R6+ur+AliDLN4}Gp?BOcqxCMHe+n+Q3v{{W(X_>13$cYEsG
zK(mW+vu_P}04=6ZzxXY2Ywr#3iOIn>xv}rw0sDxyaU|4B?>2`Jhg?Ed2wFnc0>pnv
z0s%=$xK~sO&h$ae;O4_|crXF=2Y4Hi!P+hle^4<QlZl*|gTe0B4ZBapEc=c5feUIZ
zGqC>vb&KT2`7?{ORxYhgC9amhO4PKF%Sm*o<SFog`o;oKwW%qRLP3MXmf}{1(i&~D
zgmkS)FBLpa7T|H!r>ZUcAkr>Al5fSl$uaknF=N~UXTP9;WF7;1-`}|roL>7(+H=D(
zcE1aUYhA_PhVj9hJ6*29{{VxVzWZ-`+AbER6twwCai+e2uC=!NfRXz}4wmVVL5V^Y
z1b*ppL=`4$MLDQ-3{<Go1*o$9TLzuS8wvpma-N;a<g)2ZsZEF8Z7@fgvJ*D9ynts0
z$8)?4f%hlzCf11DUT+uxlOkr~;9mkD<Sf^Hey&I1t(#bYf&doFEc71n!u^xJE*oWU
zCH1zZI%%5@x#rZ<vbCf*hLhwr`>i`t=~BTgQz6%q-&?A0%WcIX_fFC^O<6@ceFa5e
zN`f45rpaNV5>yM%tEHAiB})a@5Rw9~zZqH%T|;!u>YTw+bd4=Qsgx-NTArl@0*yM9
zrC&kGtAER<Kmk&+0OH=Wm|j&Pw7oGZ(=?SKp#3XOyiIeBC35{zmg3Z<Eo)l*l&H3j
zzbag9rpj%txaH2xe4B>=!qC(Ky@4gc%Qm&GmW=lic}(_;paAQQGp_3WDO*jfENMD>
zp-YncW2JTPAt`NXZd+t2WiO>JFjBujX%#NkX*yk7<tl!wPNJ!Jr71#7uhTT^g(ye~
zLQ2#~N<d0QfB<pjbyZZUhUryM`l(uR$C{=txT<!Zc_<G$+bUO<hg?fdha5^m)*DAs
zh(cr3S^|o+9T7$)T1J|q0Vxt_*(MT@5|P*>1c6`xw;Z+;`=s25)K9;mYg#gM?qvP`
z+H<MGDEvKhkRP#zvBfn?O&Jx{l@%JZ&b;QUTq<<>Ej`6L%U>|+f%%%ZDcD<uM7FMk
ztu3h~X)hu=vFfkUsfhU<Aikuyl_A|;v2`U$N??W4Q6o=a1*~-hIBEhCvf9+}h4CI?
zqOGIVtK6%js-;a$ZBz8isHb_5`wu*~S$%~#goj#rr6I=LZ>bAHlC&tKq?{QzI5zG1
z#pku`M{;LjIJDWe1MrK{{{Vz{zIoez=4^Gxe}3_ufAw5P`()##zR1~}=DlO<6i!m;
z?Jd^c4d}FV+G%apU-_0)nyPlwTvXH0<4RRii)^;iP^6`%Qj7!D55D4^sCCz!To)a6
z#~g7{X;Riyr4fN7m;p1zxge7Q`HaLFjKuA~e%ur61eu%q{kwyhxi`1Wl5-^Ujw&Z4
zp2Ht&fKJ0ZTeK5oNxYkj!Gm*<HV1oLM`_{!?}8^|?rm}>ZqNvcjsb7O*kjOk0^|!D
z4)PH)K?ZRbCijzVhp8sVw1X%Zx8^h62#6RNkrC<&w0oGfjGPnOAmq*_Yy;ZD**nH<
zVS;7^L<t6A7cZ0d^}ANIJM3mVi35BQ_|9OEVmLthP7dHf9`aAO-w;tEZ+Q|ROyov=
zZ4eBR?xYAZBJy#OG6r`9$EG8MPoEwgTK-WYWRO52Prb<RI6kBLS>PuZn-R2;dkgx-
zrsmPKCIsFNJ-b|yk4)M{#|!g}dq|TrBI7VEI2c9UuJ3i+Tn264aWZ3W_x0N($G!yG
z#sCbEH@)u?4WM`KBpXg6h;?L0o5-+`4W_{TMr2K-><<hDEkP+sQj|hckR+*C00KIU
z;0Pp}Oz?orJ-Q93Va5qRylg~7lez2;`8F342M?<^w2TWG#O6raMUQ+5`AVOyNMw1Q
zQu@{Pp<te(rjyk7N^X@a%jxPpB=uX0==lbmWWKtJwu7M5w@gz=9Af1{p0c5ug4?7J
zlD9O~p$h6DE`U1Gcx#q!{{V|;;99}j`U~0uP3<<3=`aK;(|H7M7VnbN>h)?hxV<K?
zQKfXDNp*U2^(-v3PnJW5nLw8Qu!0GQUr8TS8&p+>RMOd|rwe7`@?Ckqn=T3Z8-0q8
zGKu!kC+Re4>OZ~|pP*A!OX^8%y1y%^sIrozFbP_gVW2~4`ihEDlmMCfKs+J<Z{2O+
zk)}sW7}}WTon0c8ok@Cbr%O-grJ7x8j-Ii$lu1g|_+cWq%_I<oI-;(n6^lxRQ(ehb
zRP+L?O4YRbuxeGRJ*Ct(<4>(bDwxtSSm|n=q<v-9OLBgMw&?QIT+%QPw3}w&WCQ8z
z*d8BL?dunbG4Ja+8Mb(?cpi7%@&lEi*)^Q+vz}bs^WGzQPMOQqZBPvxT&1S3P^wjE
z*U+j~5Q0)^)8{Ug+Cb_O6xs5Y;BcraTJnmVwtJO1smdx^w9!;*G)_3GT|IPlOzIwK
zPu5XMNlyE<VYMK6sR^e@DC$`dl17|KH?{0fVo0~KB6E2b5O}(!uB@PWH54^<G%u(3
zAEkZTXOR$PF0`aACP2c3kue}}1RTdUJO>W_9pW(qJoooLU63D4&kKVPd6%i(Q#A~_
z!_BG|%gw2`kgLE_7L=(c5)_eOEf6@R)jLcH5^pnsByDcw!3Mzbv!|Uk<x{amS5r@^
zP*c<{p)`7x6(v(|KI(&ua-rWTHE$OdJjWEef>yb4M5#ooKdrfbum1pEIuFV^?N^xX
zW{Xt1V%q~OQt6ce>NH>grMOSjRdQ04t)bIU*WIs;p!_@zmc84H=bf~TWSq`%e@v2M
ze%Fx(YzGoCw|OA_;$(}9`d$p1os;!vFV@fM{dm$k^+%M=9=A%ma@!{UeNLlHU!zTe
ziAq~DWZc~|UnT41ii*lMDfL<^XOP0HG|Jjqww!T9r3t5LFAA5+kI<hjg>^0xkW~rd
zH_v=mW0)Vbb2;^Pja;bQ+H5hfI3mOY1R30bM#Tdi{{YDr5<6NXTfO#>F<P#YvVrAO
z*3wkcR3L(?dZrzxbvGguhf;?Vc^^`45<$40Ev6$Adv`amxr4Oc{2_C9ekS|1@7CO6
zWSsUfAd~+9Ti+2ND2rT+aLL9Ehp7I-F@iUlo+(I~k}ZR=J8u}6jmfy+Ccwca_X6AP
zH;6lt+k{&iYi>D#$c(gm646p{Hjx(0SOR;JZVm5j@TSvznI`AcwtK-cQwDBngWrGM
z+G0m*Oo)%f3vdE$dlMHHoY>mg5hVIv$Xh{>bD-0I7aHF!(NgAn#829NEKKfml1~av
z_O=Av5Mpr#*S*Z*K@(+{svS!-?6~{RDiG66t=ASz*(gXVQHiogR0udcXBg$JO=YuN
z^13@Nt=7Z(%}OXx9b^LIOKm}QDR2qt3a3a=5Rz;-LGQV*kj~D-URKH8HS%DK!TTKK
z0ci&F>OtDUB*?UoY(zxGgaS4)H;v<sfi&E;NR=kLQm@n<Qz{|7A%>c1ilnJY2y&*l
z0Z_q&sV>vDI)ESq*znH1O-$R3>6#{+N|zGJL-j~rrCCn%K_t6RQ&3VGD^f!IzaXF)
z5K>eMD9{1obv=`8jgIbdWk;iG+K6b;>D5m*^S)9a@|K!aEP_ftWx$GbC<GG=aW)2E
z$m1dUf}WWTIjQTqWiVKHDT-CEQ?6m=fre@+so@NjtP~}}`jV5Mr1czSZndjdhZ9$*
zRlM7-d9E;BD5WkC2Uw&*LkUoTewM}H?hhEbo15Giu)Gg@Y-TpzVQ#wTueu{U3ueOH
zvVHFNAaaeJ%FbG)N=*ivU#L8$6Z=hGp_W==sVYi}+NYo$H7qDfOH~enQv}5Hh*Wb%
zrr~f=3QZZ8Txr!)=+x<<Y&^(>IEN5dQilLHD1H?H5Kc9@0}*)>dG#BO<Qv#;zz)y{
z+zE&#4X*-XZS4@={SLj)6Lq`J=56g`uPmao&%ILW->7xh-dUF&b;UaB$pA{0vZAvQ
zbxg&r9W<n$w3FIIgyh;z#7v8b;sov@PJg-%PEI05altr?K)n9|vCQLq#9<nkhPB-0
z?WLGKpDpE!#dJRNX>kZ~)FJc)I+QI)4kQvn97rH7Gk8!?BuEpAh^UT|<23Ij2q;Qc
zg*A`>T9;0y9Cc^_DJ8|YlA=nGu%ZpAHta7u3jlxE4fdR=&cNE{eY4ux%yv94yMJBr
zY|hyc?@pV@-EMCeVRVW^V4?P%>u|X0Ty54%L=P<t(<!!`O3<LLryQ$rEhGTi6p~zO
zYM-U|8>>JKxRkWh%{<*p$S6@Rr41sYnJGa}LXf(?xmpWpQcBc|DJE}^s~g~mpQ^*P
zjesN=0SD@gi;GQ#?nFtytp0O9u;gvmE^QDEUpr<-<Czb8n-42R`P1tQo<bV=m4*>g
zMGK8rgtDf5{-v&oZ=nUYdX)QWDRP{l#J+~yZN#R{M9ub-aexh{HZc<-0Nfek9Y#&Z
z(qPU$`&#ica655z^VMBc>RYOKQJ^A~6<sxKFyC68Ew@in9bhzETGpnEWwNy`MKYpG
zb2mg^%#+;)A&rfk4GT5i*VLXHtrqeC$gs`H5eE6(L;+(xuF1UZB*f2ck9j*txx8^u
zR5nmjs&<N$u%$eOI@__<qNJfIcjb~42}u6{1|cCS=n@sxA@WN3r73kx^rNbcpxae`
zW4&mURMZz}yp#sRix0I<`7R|577`X+Y~6T1mgFsMBHj7wc=la@0NTK0+#-P>#Ghdo
zu{oQ;yZ}wFe3SA9CT*KU!M9*-9nNlrCz`N^DrlWjnQ`?J{{YFMu*wwT+f$l?Xxm%L
zNKk2}mg?SfrKUrUDGjRJwDMa+#kV|_sG$y&C^ogET?tx;LX?fbRK&;@i{sO7>pdb3
z#>ZE;`z#+z4tm=tiBwpO9^wx78=Tl)a5yJ77o1<Q_w<d3^y2xAD!KNH-bz?tc`991
zQqxOLls@5Yrvl$7E;gbSDrh)*Ql&&7@i%F->SUxVP&JPN=UY@vEHaXUpopufEp>+o
zkfy1eNJNyVj-IL2`3$<uL4g(<##;SeJb4GpemE-q<lNx)Aej*Y@NXbM;=5GOzLyl*
zB@Ke5xTQARX%c{C$5h*4Us67vuBcSN0G=s%sU1PK(2zrkDp(G!Nm_v&MPQ&Q0Cc6s
zP{QI)O{uNLtf^~Sl%vzsrFAK01PLmWAOMt-ObbrJ@8|OB{^p0(IdEro%_F_V_v&<P
z+q61mAV<vVt<|_lE>meuIPq<=RRPM%lvC4n{ULwg!m+q<0IV!HhOvd_&}F8QkQLO0
zJJRx_r=y`^NlOYyS5kp2btO;&k4^0@ks@#QktD$u?>L)SPYysB87KH{V<65V*n@5*
zp2q$=wearlAkIa}z1(EokZr%k%L~O-xTW;<txM?v2`W)NEvNTVnKnoh2^RK}c!bVC
zAbZK!f-*)uBLgRhPV#%$cg)y}ToIVLk}l-j0tV7%`2Ge4_sA2$j{g9L?b_RxjdzQC
z4h$TTs$3R29GIM%<|QM!wk$?t^RN+onBRhJVFZi`BoI&ZwumAm99-nWMCSXRsQuq!
zY;SLK93o}~z{CPg#AZdz#lar%czEx-Xx(MuXaV@GYXf|=vp%Npy|uhdsxRm>=_FgY
z8yjt6N#TWCe&hIUCf4@!yi+7t`pjTW?qonVAe-C^fx*;o18@wU))V(V?|$U)94~M^
zz_ym*tB9;OUF~*eDGh6QWpFPO1Ww}0lQyx$PRDaL^}h?NHyE2<Bkys%XA>L5cgB4z
zW7Lod?H%UBhj_W2fHs)v0tcn-Y4$u`9a*|~eNk%;^6ucbbB8ac;cCr3^*g9~oyQq@
zv($&0THA375+w^kNkQo(NKl)Db3A3!%(~)Pb%p9RH4MI=Eyn9QE0R!MTg53Ah<qU`
zbxt^>prk2IIHdwyUseW9<cR`pYv73+fdGxck6sR|Ppti~J4OY8B>LEKJl~7h^V5Kh
zKa2*qx&5NRmu9yIjNsL&oLwoc(e&5br$Uh8X^`%m?LbnxirjXQ#Gts7V6P;hDU^oO
zVw10z-UOEQdIwbdP+DCcq{~c56)H*>`nA=p0<V{4Pb5c59jPa&&M-ve0RyxEe*tS7
z8T8)#IV4&{TO%M(-`8locD6ll)9iyV-Fvw<uyEVUI~z5(M#POCil(8qsQHIXP;m-U
zm#8MQO!8EOAw@1N#vG?1YFTNLiiIq#rxdo@Z_9DoU&-xRO}gzhI&0cw{Z47sG}?f>
zCZMe-q;=;&OCe4@ErnAAIEs|AwwyvRB+1$hrx9@%8{ppr+;N@L`Ey*<*>a|jPN_6)
zAuDpV#Q9W>H(*p>cclw}O1fJsaZmt3Bm)MPvve)i=Y`lg+|Jw6k#KU)A#V7^)KkAo
zzbc}g<{T+Yfw!AmPIN6KgV3;*bgl_Xz#zdRifIZ`l7xbyq7o92N|a5yK!Qmm^uQA&
z3(1a|rPk>>2b#Tinrn5%xWPfuv`3$-q);ezhRfQGTa41BZ8W8&C4?>J8hOCWfog)s
ziEYr=CZk5=?o^;@vJ%q2R+Fd%0w!yz*GmghV+^aMe^QF^!(Kl8hXL0&Ue>wD>PTzc
zZVWB1rQ=tp<t<@oYNENe^jasBQkvaie<am{jhk36kgkQLr4~}k+zD(s<~Z10^R04L
zl9=<W`L4PYm7$WoA4hD3q)J{|7hh2c3h5|IEjUV5)Bxg^sjldp#i&(kI;AGBMO5=+
zpioyaSixFbLK_NZvYDq^Pf&4gtrZS=o?;I|9Yc;(;l4*pd9<pZTWzOQ;=p53psJ-M
z2`LT!+K_52C2tcjw?j>URO{)04Tn7#+QPtU0pW0R-C-GOu65QOV9{y9mq63OP!yUg
zLWry>U1QIy3SDJN!Ae4ux4xnRl%A-KOsuU-TGUpxlBF$5Dp69UN?O!ODk>&aNrFka
zQJymna`vK>y5%~kbrxAmi(9&Gr$bbr+iM6@i>7X)=Nk%9hQrj&Dd3W}Lfc7K80YA#
zX%N$uR8>^ybP(F#Vdhfg6$Jz-#?lmelAwA?AxTu59w*C7WZJ)7*A~&3+jF;M>POE<
z-EK*MOv#zr;!fg!8yJ(ADo=SE9e|QE0DZ4}!Qv)n3>!hr+CPo3WPl(TBZ6&Vb3IZ$
zq>oD<Z%c5sw>7tE&=FgPY+oS7hV5?R&K}nhBYxvyzp;~pAdm94&jC5b`}P?*GhhtZ
zn4P$U$phL+^e1dU5kB6MT!WjNK*|3ASrZ~;5MTi|b?)Ku@zS#}IR*yLf2wmk$-e=V
zGXT!gBv?dFeQ^<x4s*kiykrRN8-Q*g=6g?J#Af~E-uAbzV<eas-Z+fGz>t61M2jC`
zH^fH_+S%yZ+dFCY>1Y_Uo11&HzHevMt{N(4_S-*jL|Ddi1ex1}PS@DjnGgirjG2KD
zZ+w}FHaR|o830H&6JTTVu^b>puX|6S>}JLc5sBV5fMsmCwn4KxTJ4xN1`J5lTyh_Z
zH@PD&<B^J)ILuth?sI#AI59USV}fpe#w;;C#jTQXV&Bo?GbGM!w2WpXX3?>=rZ|Ws
zObbN7v9LG<e+{JLCSdo|Bc4sTXxcsaKn+H$EN_xdXTL$aaEgSGZy-tAXq}JYlOUPf
zh|V%VGd;->KX}IRdD=6W0xzA0Ka6`BxsxRQrU(Sh%>Mw=y{2!FK#cKnweoE^Uw*w=
zzy`LUShe!LZ>_Uy@`=u7MrYhx>~Fn<0qs?n-=%q~if5f-p@pT^Y8Y|Go@Hn<ml|;e
zD{Wwj3POiT0^r|?Qqk4cugjyRdZ9r{>J2uvhQo>oN}MSH2t<&cw+IuGWR5bQtF-DV
zI-a91rAg|b(*UWcg$Gi!uCZt2*>#r^66;{Tpp_Dyq6&C`5uSs|hGy-^8|M=vc6Q3g
zL7t(reg&IcS|4<kwv?sUDi2Jlmfv-2TCL@&#5n3)Qt+l!m8xQI9A`$1rb7zWgBm*p
zw%;MexUEK|rH`aDL>BX?Qu<O<rx|4pCBW%QkOCKKt#xc6O=(n=+FB1<eD*<qP%XHW
zC2g*~&|T>&M^N$-&qq;8VK(CmrKxIC)}<|KGNq|SN>Yg`DkVlri4!E;=I4chcD`2b
zvAaI!ZQGvfYjPp%*|F@0<82x9+8NYz3P;}g8cL)9m(@#MUYcD-t+xUesz4|~q@i#2
z;jc0EDy7EL<~Y-9Br(P!q4%p;RaIuFm)}F7Ezvxx#nc44R;L|gnsY+aDJe)=Q&Q6Y
zw*0o1l&rUl3bFMf1~EHaScoQW2jEB@HxfmKx86y;h>LAE5i9bz_#b<@e;Yss-<Y<4
z?33L2mun2-?9#rcnqdeJJm^Vnx@DrNOHzR;LPa{<`rsLC9<-`L(hn3=3JQ{-QbLF!
zQz2K7L`WcugK=YHno>JSIFk_(KfE!#p79eSitW|ZvfJ%5Q1eaHx8&5e)5}6C8|p)W
zw~&L<>N?tO!j*!arrTK^NlJsqgWFJbH_g1W%pSn-XR}-zJG(nvWG$=HnKp^<zy9^H
z7@xs1Z^N5JPUh!fnJ{uA0u7I>i|SfhN|N70P#`ke3X&v{>e@qYIlQfFE<{4dNFkxt
z3yM>$I9n)C4b#8m^tsS{vK)Q7vQmdSR<_6rT1iS>Ypf{%8qd31*@3@<4|CWD!+!MY
zS+p&3G-rq#TO+r;oyfSgv-dVdU5DFY+CI}DcAN<{dTBmTFVCp?-!y|xX<GR}#0YR!
z8o>9OOoGXwN>TzyeMG`yriYrA(DN>Wkb2Ukw17%UC{n6XP6CmFOeIA0p-Qv>$^Kij
z8{9tabBY6(-JP23mvO&P*4InGOdJ9P8MmPA8|Tvi@Jy07Fg@)SiGg{%#C{c9q^fZb
zy45?+HA<eUhuLXvw8BE$Ypusx>S+!6jy90um(ry;*a{_S2HcaIMrP0>0@yM3n~@gc
z`3_CFzE@+y&<y;ygZ}R=+zXLto*>xT<cZGHY|ah@TmnZ9Ms~5h&-6euv~QAqj}(Cr
zdvEGwgBGy>ME(bdHW40{k^84@<mBK$0ON(+@INf_zbkKeymwo00>rzq1+Tbeo^qXm
zu(iEGv9P%qjq`F353ms+#y1|mv3>9{ej-VYv1t(_6LBEg`;CMH!jovUdJFzN?S9}J
zz#K1O!=796wp>Zv9w2=!=b(46;g#IxFB2#7C-<`#u$#dUE;DKDOhNa_x%RXXc_#9A
zHkeFrc*p<%M3Zye0~sVAPA+L_Dy!damWrL~s+ULzWrmjHs*(VP(3L0*N}wepBndn>
zYq;hPM4MP}<!D;M+%2EtoSA?o+zwGfV&Zoq{{X}pGd7Ws3ARp0P15xpUZpg;WgGRi
z2l@;**V8#$iXXFS0_3gLr5O?~c->g!y+1}nRebHMH>QKq<9a0mkyWfzC+Q$8Bdw}b
zs2{0cQbCYhY>5=LUVVGzPL;~Eqn5OEf|Vkhq*vA0rAw-;KrSU}l2nu|tf^fpd0>DI
z$98u*4kLTpzSoZS7t8UqW*@bNuJL-FRORkkNPC?1biY`Xg(sJERi)~ptMsC_tSC23
zBqS^(w-S7}mxE=gc!6B1W$C=TNl(i<IVuH>G<4QJlhiuutKly=;Yo#-{Ix3!abkGq
zrA10BDpHi9qM~G}OE)B&sFI>@CP_2fgk}i@n@I%PNGE;vn?W&q9xl2Ezk?31+|he3
zZb^IO*)YqIA@p}`Vycv-EU9FvN+gvMR8&++B}9oOM<m?D?<PIKk|fWe9-;}b5GLP#
zA_RjGwWn*yybKe4yI+DtX9r=}?KTrP5w*t}Lmqm&y_-H(=$M1EW4lIY$+IN)<V(3@
ze4{$XsKc$i-F;7(%7WYT9#iNGLOisnw)dFY%3JzGr1Yc#VG&imVb3v3sie~DkiM@q
zx9C}DI8>liRQ(8}tV)+~TyCif`jkR~`c^R379w};feQ9AM2Hr=0T7A3@*red)*kzv
z^I^qy@&WbBkK4~v4o(9Q!~LEvPND8N#$n3MHRfAwT0?9;*a-QG8p^bJ&=d;l8?IKO
zg*Zxrm-7DrD%>S0OKCkyRZ@;#b!t*-wTb|wr^;o@I!#F^aHx)#s~fA+SLG!!`$n|o
zIJi+1<ES8Dv6&=boZyT8R=CLAjsj)@21aKjNj|s}-r(#ffW7k?IOTuZEpiJ*7XZ0$
z8{2t1w^+H#Gry~7oOQ<Ob=@_@0<S0Ln$&32@={O)l~FlN!j=}bq&-xW^fa)gCDk;C
zV%~?UJX}pJIxCjlLg|#&omWMuzFkR3`WT?7seQ(lRy>-Pn_WBQE_n{DH0MSZXK)kg
zy{7mkakZ=r--HPUFBjhsb0BYvT!L>oHw^R8i#B`3@@;j_c1v$|&oEm0-GjF4_ukb}
z)=;m@t);1?cd2Res%hO}VQs6W#Pm9pE3FDWE+;8bAlyN=ovt7NJN^UOatusc6`QWC
zX&zfubuG36(w5TuscZ)zxR8XarW_$9V1DrfsFEaPoaPNd<u>J4$kq93WkA(wdV7mf
zS#8G9%HR1^)RsaNO4#$l6rh(Bl`RdZH*w$GTRj@t?|tI=*~td>y_h$Z$<(-vJevV&
z8+HVN+<W69Cx<2k5@P+qz=4Sec;4iLoPn;Pb!%JtMKV&fI+OBsHI&N^xa!?Q$uB=x
z(tMPxQ=ybFmb{jkD{Q;wJnX;XCqxsgP^>3$N2;Y{FmG|AskFOP4dK$m3OA^6A6dJN
zwS1ZTxB0+WUq*dRyDs-|)&ywI*$BqX!GcNqZY}_@7yK-Dg*(BF>`rZL+{p&w^EZ)_
zRSurC(|H=h1;<jKIl8)9%5Rr-M2?R!wyIii3l%z6gd{|&B&M(GI>o%}G|%a^g|pI=
zO{!2VzA-e-IQvx&ktgXx9YHBl$~pm2UfDN*83t?jXS-K}<n|d|#lEk`=RBF(@rW{Z
zxs3PB`+>M5?Ry>pb2cVPna)I*IlRno7ULsXqH8*9er}<o>XZ$VLS3z(tEE9Q0SQ~p
zHiB-DAd9IY4Dp<$<+Rb#x2p3qkLj9ofSOuH+DX*)MF4tJPSVtb(=?(XRW$`62?a=P
zzyac4cIMHno;f~`c4vlN`8D$iEH8c<Fk<c_UZSC@)E+|=jF%RofJ}t8&~a&PD|N-g
zZ6K{-Ax;#9El5ITYD!MZT+sP-DoYBd*Y%>36;L|Wqv@`|0aUOMy+)<8`>&FUcGc3h
zrAY-?jYC{=p}&%#r$(8k0<@x%oPy)XQ-xsH)k0mYazYYR;pv9jB`R72oM6e#$RbV6
z{URU?nUNzN*H>qKbKKp}eg^HV8TdWzb9Q2QJGd4G`CMPt>J^%uOO=(?4%EK5>UGsg
zfnbz@2tpHJgdr(y7(zg|7G%Iamzx7Vuy2l-f!i{8jQV0N+RzF5tpE`uZF}Gf1Jc(Q
zF)%>2g`!MkjNgbgV(pWh!zAWEVJ7fqHoJB}KcmMk<8tvk98J60O{V^UUnWK16UVA~
zd;b7j8Xx}Y^w0i6V~;7G=H9YRx0uPB8H)f1aq7NZ{{WNv7T@tUnQq_UOmWL$Ke|o5
zy&78FbLq9=88`Pax3_kkzlv!z{{Zusdz{F#-?^iN>KeYMN2}^7rmm=MwskE_%VfG-
zVIFN#%b-)bRL4t&C{n>e3MfK|lpu^<JzXd+{O+FJSDK%t#$R0%tgoOXDZeQyrhoxa
zOO&f6L@7t4sU+5n>l&~h{1dO-PyV#Mfo*}Dn6W!?jk%K+>CN&o25dkwWF4$b@vxdt
zrJMf%5qaPEL~9uBj*tCw8RLrL9sdC7lWhL|#xrZD(P|PEO<z$$;#g<QXHjWRwz`s5
zDm=Q12Ha9uN<tRcc91zL@|2<wT~rmK>IK5xA`z*SrAq43mMhexA*H_RytV;-2x*p`
zapJaH@{rkaL?RS$^LzoE?EuI>j0oD<h-h(WQdWhOEeZ=l&`K1QB+5!kNGTw}kZfdv
z4Y>L4w}!qi97}1x;}TL9lBBIAE+CYx3P}q}(t1i%lLZDuC=dvO4kL)p-}~vsg|>?c
z&!{oRU5;VYn{8~o;~IrKt1DYNr870bONP=Ghbj`fns+){K<lP?g{icb6ja)rLg}{t
zj`L|nT`gT3h)VjZs2vaWtf(mkbX99e=|U9{)nh$iL6s}1F8=@<eVz7)?eT6uZij|4
zVkQJ$!X^#G+VF9MGlOM0y|WgBJ^gL>!eB=mD!FyC(p_g+(vTF(E_oV@!%nRpa-2a=
zk<{`@Xt(wL->gVbOnpYrQswPWNJ5;grK$21Vw$;%XPnb&z+aZ)nype>Y=jaLLQ=JL
zC?!cmf@C|r{5rPy!x<1n`fnu38y?eh+k21&D1@XHDM|?eDU}r{^n}2fB$x>hNsCFi
zrx23AEuaF*JhI}{w;SoYprAC;g7B`kR1%ng43kmH%7;<qsl|CfN0Qo7%S3gRg%;Wk
zp-Kvp6r`0B6L6HI1Ye&3E%Eni?-KcEQWjh-vJ$j5u=3E`sq-O0UoKVi3P=hHDs7d7
zh`thJ5k`jGE2(+M((@svnWrBt?K*;$P_<P&>u)mZ73HC({z3FPD{)RY<)shVNjACl
zkYpL$lipz3Ou(KLl7EEWCm6;^K7!=hP#|yJlWqqukHomWarOX5lS&&XDOZ@|i+$Co
zEUfjUflg9nB%srTl#i&bMMYE#t|==*mac`YxKN*=u)Ha0X(1>|fci&DK<U8)iX@O`
z=12i1Eor}V_!4m<I9)>iq|fKDP7d~-_~8@_ftY*Q+b8)GksI`s*-^dhYyg=sX3;WW
zl4SeKeX?yJ#&PSltpLS`5C(8nXt<fj;WM9bW&z=3`{L7SF>hf#gabD`FVXSS_V9-S
z05;9|SnzA_83xKGOrGMyzjG(?2W(CECdc3S4_&|~Feb;p6y{{w+21fWAM|EK`fvhq
zGXwDLk&j>97Bdzw_hvKh^WEJGfO4}QPuaM+ch=3g=@ZE@e?xEqwqOI>()K1~1Os8~
zjG5m%n}RLcF##RpZ|MmeT$2`qh{W&$B*4FG35(86rUU{pIO4(0uVB`8e79?S^Y0MJ
zf(_12Z6mM~7LT@I+%m6UaAF3-v5w<C;v<NY5PMqp1m0#(azq#~XV4?OUmI)$Pqcl(
z&A=tsS;EHV+G}&}0jvX$2&ixV#Kakk3*R6d%yAhT8`wbK+D6h~8$jB`M3IprJNsI9
z6L{WCfx4Iw49&d>BEsTrfs?(D4}<{t=U_6qJ`c<Re5xFQU`$QK`V12wV9tKSiL(2&
z&Y|je9AW0qQ*ScjnsFAfO3+fY<bt3<-)Iy8&rrPL3~&Ba6Znq(xTwQU)Hs${ZO7hO
zA+}jVjykmofQHhQDMl{|5+-D4gitM!BQ|5f%ZIZ+y|--*bEh#j!<4lZ=TfA4p%pbW
z+N*6>3a45mq}0?pK5@huC|h4L661feT2{#@;xFr(PN3yWwfwh2!}SY6Y0VASw8m)L
z1eF#j6uOFcRzXonbwM-GERhD)Jh!POrfMq%E}KnI+lpcRMyZw(;b;{W{G_SJ(DI@Z
z+l-{CV5g`kaWyf^RB1|=s8?$1TPRvuq@*+qw@?&1*r;}`N_A}(>|CZoR0vm00u*bV
zeDCk)@rh?^A15|vAh(&<B3xEg4=vWI)2C|Hv}+}%sOa@-A355WRzN*fnt4+Upe;Zp
zN^7bDlv5-Fo&NxW?r(S{dVM7ps>*;SqK8wVOKDL7K?)VF(YPE+RV6-GQc^)ZAxP@L
ze<>NFac*duH3pbU+Hr^8>(uM1oNX{v#a&?ON?eeopt7V$BF&W~;;Oa1UbRbAPNP)k
zQ=Wg89$RcB{{W<iQo}{I8(1kx3PWiiq$qt?3voVP@#Mk`Y}vTEzxz9y*T|b?o_kKG
z$kn{Q)ib=!T}z~jlsH*su)RvCx`0YrS}93kAxG&hrlD<!l^@*)4!XWurU^7!b$xrv
zWgSb^pKYdT>X4+KwyEe~R8y!*OH~d@O~uI^PLG`VmV~*{sykAb(8DhyQ9~M%U8ko|
zTU5>(_No{1=};*QwzMP#tRxP#&D*@qqgJ%&)VV)MH9k;ko~K5Bt3^vH31uP2shCsr
z^)4SNYCUOeDQ>Mq&p=AranI+kfPe&NeM=S$TYFpv$mZOm9Z}5slYwcZ6uLVOEvHKw
zMKg2_`K+g<4uzwtp$?EoUrXsqkMAZ=7)PIerPaSs^RK+>x}AB~6zhvHKBcW{Qr4_p
zMs0yGGv6=D)l=kZnx2@XQ*|tAG$^Z0MP7WS7eJ(zo3w?#-HMV3gsDcmT$!p>c|%I7
z(lwWyr(H{o>AIad-KS~3r7PxBRr0=Cz(FZwsJOJ<30MS(ANF1uHQ2W1+(YlwJ>7-1
zjZhi&Cf2|tz&*W4J;^gNS-HWRP07q#-b77};snPRwc19hrgZ+X)2nDo)TFlMO*70P
z)gY+{%5`W<ZX_wSL1{}#DKMiPW8{G#`^?Gi2fV?wVj}!H_i^jrLq2882Os=(3^#{~
zOk?f-*N)cMN#LLT=<S)r0xSryhyyzq;u9d^W@2xfPT9@m2pQm!duC*UGwCri2Js)C
z47^9mDAZhsVtBeizHOf|<tyNN5-sX2HaEdH0`{~LCn6%&gEMpPFMX_GBu^10BNqBe
zuscb$fEL@{Y<MKxlVK7++Y@LKWP=7I@Pjx7-G=rrW0?d!_k*T|<(ZfgAm6v*a0rta
zv;YWFNd(W@K-wa9fe{cceRz%L4lsRla3IWBz?k$C1cCv+W=Q+Y2$;b={{T6Dw_8p7
zw`aheh~2+D!f(HZLdPSNOQ=t&HWmQPVDG<SHodrK@!Sw+Ai?dnCJy<7PjfON`Ms^*
zBoHTf-gpVLX6JD~a~<H=nY`nGu=)LwK(GPEyTJHf`B{zg0wsAj`+*Y^yo={(ks{nL
z$NEPk3uJBtl5c1m%<#6Iq799r1j!MBdx+TY!$MTGr3gxvr6?r{NGe*CO_G#}B}ya#
z(j=U3#nXSk;qZ#~dzRnzcONT0mo2&(Ab}uT*B!C|>_o^{Xuk?%*xwP`U}j9r$+o~=
zLE|vqiB}0-Yt*_+3ZL5Qk9i9E7to@LCXn``;7F37%@eXAFjTg}>}pX)%c?^a4pz1h
zLS7A;RH<r8N>r4&<~Xz@m4cO_l_~*{PY$}yG={MbPm5R%Tb+m_EUgyPedOLh40pw#
zT+YXgt6D8`&>VRU&{L^p0;5rNG>wG>DbJ-2!_G(_Pm<Gyb8urCY8HhO&`S`$w3dNN
z(t1l|2b5IzN`#Vv;Xx$ZVFw;@)v3o^Th1u;DQ+mOYcK?@N>M5{u_tWtGx&KPUj7CF
z>_c1*_F(n}h&eu6vy1A6Xlc~YYOPh$+7|F-mnoY<%2m|b9jH%Qx)hX>vr2@nQ~^z;
zv8mQlw(C@mns(o8Hu77Q2VpBobM~cWw^o&u6|?0Yl@zC?Die&%na*eU{{V0Rz_)28
zWJToX^D=Bn?~7XJfaKX*t6PW0C<HU^8MdW1<B=M$X3{ec>zb`iHAN*=bM<Ug)HPR7
zYLqG-b@sygR%##XsR3SMl;RNjQtE;f>Q=U!Qf&O%a!Q<IqyPd^!^N;5o}!}osaH`1
z2uVsnNia&SW(ki^X(JP3iNTnek7XplJ4qAi1os9cSjg-#!MNMx*_`+D8N^^2^ldfz
zuYTtwX!;A@l+uvEYNgJy+LuylDT8e?=u&`fg|hWil?YQ^3iDiMnQ3uKXtYv*>f!S0
zQUi!nP9&?#NJGu}ialWhDf-1vO3H^xEd?lE3@$BmCnGT?`|NH(6C_62JOG~OU?y!g
zBiJ46A}ttSUoP$)Z{1rrAM6d|OAZ%ro>5)IIMURIP`2DjAx*6cLeQZEg(YARPGE_c
zFb%k;)MV}bmb{Niu%5;w@lm>}hMIAf>K|>FlhX4@dBisAdXRb@LRZk>>OvI?1O+8C
z^(7!k)P=1ob&7XkvVfl`Fo9s6sG~H*xRNAw6$L6(;8dAz<=v*O^5ttzY;TYneNZ=B
zE$?E+C?8Ya<j9C3dv_xCHa+-c?heyvnG!{b-+Ru{el9ww6pD0)>ezHo%~W~pRH4B?
zL1K(CNT!sKVL{5rI;W@<3mAEAs3}OOL4~0SZRDw^m(~DM`haqs2ttoZE>s|p0=giS
zgI)W*-F0Gb+!6;X6TEJ??`uU9i%N_Lz_0`ul0Sso2Rs0qi(k-t-Xj7|L~chFoTI2|
zN*yS7p|rTQQoPMuNlS_ANmI10KGIdv4^m3fq$nva1gIz`)=qo(G5F2oo$nL>0KZo2
zu0km1YX>}oHkp8OV&RUFQsU#h#%&|ib`Whlow!{_GHrqFYiv8*iO&%SY=D0gCo%n|
zVBR=VM382EBoGeZ6EUzDo0BB*E&F@7-OaOyhGCw>f!Ve7=X+(kWQ*WQIWd54XMcFg
zzR$5IKYqsJaAX@FULXkAW7tLh_7S*_z=3(P)0GY(rW$eQmPkWQAxm3?NeMy_6r!k;
zf?{M1@4^Q`bECd_KP#~hnQaL$zq;eGj1lTVh?5`_Fkq3s^XnG1yG)T1Z};PFqU7qw
zDaCfJsOg-)L)5hO>Xj)?TcrvpaSUnAb=57_))bYru*%X<;6G9bH5;zv?HbhjWmhuR
zAxVmzO~a?@ljVY?x2LdNsC@xsgtt=bW<Iq5Av_=r>`5f#GSSPMX}-X<jBC1fm#J$N
z38m90sw-dr0NiXervgNN^NItZq}cs#DG3{@z>SKdl^fB?Pcds+ewzFP`nHjOtu+Fu
zT(tUV{K|Sur_1wPeZUm3Qib&1%TebIYf?yM4>P4vBy=NB(OOQMM3ln5o`wi@#KeFe
zb-@83LAM&eRqS#sL7Vz|+;$t<4556o+#J60Nj5j!3vkXih3ovar_=cwA1$HEl9YvN
z`upaxs4M)sdKL?Gbj~D#TXhOrfgq7Br162&xr18O;X00`S5ndfIw{oPO)3b%O(RKe
zodqTVQd<PTxd{MaLAZ$*k_ZrTF?qSX<KB1)$+^v<*@&>*`u4PN>rT4V!r_|Wwq@Gm
zGkoopwF1u*oJ@-t0L0w;kPh=FV>}Wse_P%Fk?k-e5sAR!1m1ILCIA)#5F$ty9iW45
z6x-7h1&+~$Zx`PKejwA9j@on{{%~x!YjQ)nPP^{g-Qsg$c>?4_lW7E81A9-jV8J~n
z&|HfNo8N5ukS{SdjLE$B#E20WgW7FA^I(DRi>CeHT~oJl5jislhVF))4)}a8YwkI)
za(r*vcLF91gBLRg+(qK#87DcC1Ph#{F1xHzc|x01u4xQ_8)Q{2bm&4BhXPGAidzb8
zF0|W$3uvS`(`yOqLuyVV5&ltwx8uGEI1?DKo*eHJdtN$idHnNl#1UW`+K-S<;>_X6
z$T1qm#r&gv(DAR+w0%u=3rd}OvrlcRf&#jffl;R_h14a<QWWAG4+h9W9Bek<MI_Yd
zPL@+srPfk}pe5&Y?LaK8eqd2|<?E^HNghyJO|qJ{x)z}7opd0y<^oB~Vs8=HKs~SO
zsP!BWAoS0q6EI+#PvJSX@hrEVxDLEvz&3U_=1O?B?c=;gZOUySZ92MbS>!D$Kx&@9
zPg6@+DC%%|)Q?v;4KJyt)TFjvfa05{3Q|#YIcB~0S!YkG(zQn&Z7%tAI-N3|ZptMt
zHBzc)0>BCi2|~gTN>reyS}WFxI}^Aa@9%!%CTs>lgCt(k0nCvg69?=J<_ISPg}7hM
z{%~Ww7tX<->gK?AUiRY|I;|&FqDgYIPpzhD3P>(JOzK&cr7k0-)g&~pF%CAgDJv;)
z3PR9I7L^=*<dd)j#G4;kg9hY@$O7b!FB#P}8fJ?W`h|5pISvBLHB}8XL(QqTN0!@(
zOgh_&Lx83hg{=#etb=#@{<YV<>c(hw6$VQK=O`)GLP81<Lfb<xbvBtOmq-ddL>0l}
zX2<8i@ZG!OA_qH|0jUfuS@?l{&zxb&CJcZH7PZDf03Ej=Z+RJe3GKdY4s93&oX9tb
zJZ3(BMsb4Mx)`T<RSIy`P--=RG|JXb%e75hs>GDGk`jeF^4wZM>vXL7iMd4|F4k17
z6uO?FK-q0SD&C_)nx|?iR7dQ*+6TH@3Q;KwTVM~SWG!A>-=~)@4;9-WZIztqn-QVN
z?gZr;@jb7NhuHn`X_K;#1c=;3+>k9IMfN84G1yFTx~GyVljIuRV?(45{VlZRdJ|Z`
zt>$5>YJp6Zugz?Nl|0x$ak8}n;sK#oNBX7umNd;Cs;;7uDK$EkTMDddok|G`T{8@|
z@~s580cxT00R2D$zw-Kmk^m$Db=S{>cXGEl(g=SI;8~gY0^{cxN-Zj`wIR?Orlspj
z6<u25X{gYptE5Zo1FQvoDoaUqXg|Cl&lf-OB>*A7=Cx3y5U|?UML^2R3RBSNA2n9C
zoC#1;MLP~Az^p+y%H2Y*P;|XpP~+<gSxH)eLOPTR!%ZY5wvx3<)|QZzlO)L}i!fp&
z0CxPrlXH@70xyyyiRW>f5;EPpjrF~vi|^5f?1MOCYd%a^m)9*-tk+bd$xDf(qX<$3
z4G8&KP};gyw5_K8r-52hqNmpK%8d0y4l$eVV9aD^)XaS_1V!d#PY@UX04o0G3Be}9
z*0*T6*y`G6IWR#s5O22feMlTL@Z4JLY<<ja-4p?k8EONM;JXvwsXhQi%A{@TL;<)5
zB0oEW8*ohT?|hN>2Yto<_l$rCt*&+^Oo`lIdzkGpCpnU2Utuwm-c7d_$UHeP`y0uv
z!qIhRXZSYbZPqqmS}IO`AWnYw!A#uk88_f2!h4@lea!oSVm7__gn_h4k&H<7{3hPx
zf@Vk{Ti!s7=J$=}`$rAevx~NQ4?X%?1RGpwahY};Lz~}A44x&Ddw1<@Z4rCm5^fE+
zC)`hRY;FW#_rU}V0X#&Ro%XN<&PRJ#&#e8Fg8+^5*oX#ZWKGTHJqHjSJFINL0{RVf
z9$5yjea&#d0_|bo9nGS1_MWMbY-|Daum<t$cy=Rsz733bf&epP5<78BA8$*+0N=I1
zJAP5a>YG|g`~}U-0b{s5$i4Wd%n_?@aBY^PUEo~v2F!G}cFR&e$d&}eNfI-1bL)F#
zWE;eA<YN~E&uJ2Num>BEbHpZnNxWk*1kd!d2Klv($%16!H^qpUxr>hXGwH<hC5?uk
zRrmA#j|{lE9`uKM@Hy+g;z!bFBmgmt92gz%+CdywRa@&rEv@&SZJ6>JacXg<f>h#?
zgf!tTr2$SjN<w-+XyH;%n5nh|?tAtiME?L_ff6!ra0!mZHl3}#y>IsgIgT$p?ZbAz
z1DiHb<_4GI<6j0Ev}6TpRP*%@(oxhc@aZWHE|G?o;v7#~3~8=WGS`-;66<Xt0f4q!
zL1j!AS$5m0k1jm7y!jn22hbadRG%xzQm&YT=LjhzgCHh_rpF@tAHCo}?f4OHDm2s2
ztqib*yz7Uhwwg+uam8n)C_pPxm2&`21o2|!msxmn`(orZOuB}eZm-H|epqs*v4ysV
z3c`HlEviFY^4V=&KseGIb!hs72wJ?ckka{kSl0Z{)l{E68gw>%r<g*@idM9#Ek5fm
zDZZAJRNz2Ea@t)|6zgeL$w|n@jf83(-Kew6)MOR6N}?at>Ow-kmMGEGQPmI%(zPOf
zri9NIF7wqMi%jmF$vSFu#+N8_R;>uB)hdLM*D4EbgvUyflja1(p$#Y)ocE6=((Qi?
z^So$%1<kLRvpc@8dp(Qic&g7L(rC2J>OAeKCro8T7IcatnvGJb;Q4<~TTFv+wGT8R
z{cbd&#jRI98YUN~@{XFvE>S21IaZJ!)#`u=9Zyy)EVfTiSJ0)Y6DW89V??R0t*xk4
zZDmXKHA+`npLy3Dc&HM3iq=Y#(oCnP_d$RFh!I&(ha7aRr<`>wON*<gr>s)C+goc?
z)wJ+SiAv8yi6O?^N*!%zb*9#bmHOo8r!hz;J^Y44CkK_^TVB-Ob=TZmue!IMaa~S2
z>eS-aqm?acQkJD-sHm!J4)IJFHo=n{Td=qu$8&Nxm~|nqEYq|U3Xh%?_n1V3(o^Ra
zevpy`G$1JT6ZEMy5NOu>VP>Y9nOz~(p)J-tm{9W;+7!J#wf!=rG^ZQ5N)+%1tswgK
zm74pzorA>=`DwrnEW!BuxWyA-3E#d1ciO~S=H>y+BN7L!-)lgL?+5N=K>}-`mXwNz
zK5dq~p)E4<Dg)IJqyUzKOgzF>(xS2-sAT~tSW3$Lu;dFXN?KR!)?NuHOHVTMw^2w+
z+HGrbw+XjHi9*bR6ADjIJ+uv$?3iVx`mhJg*kl7XZENT|t~-PU`+Jak#efDbKG{4L
zi)Ax-ox7%HK>|rO#(H>@?7dFwtkg2?JM67ZxXbOSr&?M`1rE084k5&lLXw~eRfxHo
zGc$2N+5Z5`TN4p^i*OIeP1efXdHi!<SKp<LvO0^9PU~~2GGG|J#t2MCPkEo>FbWeF
zjLr$g_XbJ+HzsT%4#4*9+)uU%F(M?AWJ8z$$<4>Ft$>)0!qa%+e(gL5+Y8)x1H7=g
z&G@~vyh?9*F(Vy}K^fQrC$Sjdw%55M+z!(d6KU>yo+1v|7ns<K<mC6v!4NaSkYvrS
zFf-ob`xpiw+dK>D?&IUvd`B<Hv$1^~<!yBiIYg&!!rt4-&$N#BFnA<xNVj|Bk!al7
zM9sa-WFO*W!2|3tG70ar@JtCayo>t4$Edx%J8<30yHB<#4ZWL&WwO7$!8-4q;KX;&
zr~(hJEomU$E~e0a@sU4`%m84>nI5qQ;AF+{1?@NnV1OgOX8bvlZxTdUWC#R%iT?nt
ze$&CTW2k>E+y{H^%wGJ#Ynz7L4>76KFfSu15^p!S-Zlgiwa47Zi9K!xBL4tlMa1_u
zfoK=vCn9kfo5|Q<$n?%2+kg_NOcF@|00}FTA4nH7GXwL#5M&<i#?HqpwwinGc7SB}
zCi=5D(XFMu!zlxCm;l^vZaoc+t=RYaujn+&{ZVcrik-(pEveVtN=as&q=Kb7>cHtk
zVIYt$wWxHqg{?_R%(bCYX^pj6%<FoUw_Ee6w5ECnsa60<Y&wPBf}P+=4?KdUAue>F
zDNXg;>YU3}T*`FnMq1Legc0TGv{KtEDY<g3&+*l-n-x0xib{u45RNUn?$b=hcZdtK
z4KvIS#l7_#xkhQ7UW1g7<60xg)pduGQB$fo(hi$ON*rvXO=-fVRXUWopetQVXeDGc
z($G&<34F_}yH1)qil*x6l7|~<n(8VV<kO|#I{s7U>0UI7N<m8trt;TJiA_42Ng&{4
zk)Kgwe=LA)kM)!fY<By1gPrkka%X^j`B>(}SorEQ-Nq;vb_BkD8NNhkYYT|Zt5>FZ
z#@7CYq^&7Wmb9`p3NW$dhJxagP;HdDg_7c2EfA+;&r8gJ*A&$5hU%3Rx}_LWR#3E7
z(^sJ?EwT`R%IK(+TT7;)M5?Jyc`IR=E;8jsMjN<3){IPCnUf#Ka|4IeGmVdK=Qp&)
zzzH@;1fCC;d2r#opDgr%(?7+xcV&xTQ+M6FJmI6!91a>?anumv5ZZM;De6TnwFLFN
zPMuS$r71$XfJjo*w4^8rB`HTnc!o_iZj)8>4Xwnby-Jyf5E2xxDQ#D|M6|r%N%EKp
zQ>#*t+EQIw5O9Fa<^iw=wdc^y$n9fz5KnJtGch}76LK?|1Bfqs_qZm*Jv3~a&E?JV
zxXfo{+d}R%7i}XiQKIV<t`^_Zs}iW{3QI0J+Q1!MO}x@p%ZY@m>uF1G=usw8qMuCi
z@BE+8zxPe1djA0P6C3Zxl-qUY7MEFZZ919haiy)d8zex5q=h7us_}pbIgUMFpgQB)
z7K-z(E!SPrbk|*V#VKw$<CJWvZY^siOIp-Ql%*1-D3VDeo;hqKjLD=sb`$U2*9`BI
zpK~L7b7{!_DWm?@M)SG4bLS0c#<Qy(#;0C=qN(9Kh~DG1!8~IL-(#O~X)<whf4;zR
zo7NwtZ(G$0Xv3%Hbtc_STkfr;Jg443eUV6LooKY9<}}lezK*bv@0{OK7l<`a5R`?b
z2}^2d`AxLamfDP|FDaxUZ*>qQPc3S~O`vhd&i&SJ{6+r&++!Va(0#Xze@fySyFFyw
zz<-~*4=rOU>HV2_d4&xXHT@MJtf06_o`8ue0Q7?j;;%(I8tPS9TZ9rDWu>SHN=Wk@
zbhXeFqtp8|y<{kuJt0<dXBXdcMf-aJ=wmqIGZ!}`NRoR;=0)#|K*t|A;)CSpx%F=S
z+8gDZUM8ZMu~3xKA=2|+S{$i)<+)71F)J_Ans+H#Q;I@-o{E;LS_oRz<@uqv8k+Sg
z)%o2o8gx`sGf7g_6Kzm4Q%z6hlr>Pz8X0Dz_Kddj)aq8_)d&?2Ey{wYMTCO}(PDi_
zp1?`H`^ef)3S@#{-ZzXuCUdzHe9T%9vCxxj@BYoXTHV^j`i;KPfJnAQ&F^_9xdV%u
zTKdW*`LvZUQz}xW7M7$1mdv0nAzdycALuv~n~{Y<vzVF8SP2{2E^a5WzhlD2Y<C20
z_wFL_PHcBZrq5DYtm8DD+(W;aHqI+qFC{3hpwsIDTvLj5G_BCptSRNZ;vA`=6#j2g
zoKi!TD5zQzP}^iS%L!=&=yg6{OZEC{&tIG8G}fU`lM;f5Sv1uNM9ieqx}<d_Dq4V2
z)r68WjPDkhzSa@;_5c8qEG#F#<$n8qS3Ew?Ej}LTjgaqm%OG569COQ1(Vugd>dF@V
z6;_?9GTB$vL8vgQf|La)x%#fDRNA^)=m{mqC>uyBOKTzSriK~TU8iug`%W_AVq0|!
zZN$oCD4{_l2oh}s9mF0e1smQ8g92;?uiF0E0t7(FCs))G+pMaoZ#MD}hg+&jD$r2Z
z_`aW+ZQzeCPePk0QfvWC0mH9#^yA&U!HCnHvdHnaV=ejIMVC>(<8$jHAOUM+cNgH8
z^|%`lHy5>{<{}7~GC0d7yGy82m0hK&wJE|&x=l)Gx)bE|B`KzUp0=EXyVCoKZ^%=!
zwvy{TVZ<Xvr_>g{PgZFPc)!%fqSLgBWhis@NphvMze?htZU|pnXbTE$V1CcchW*Xe
z!G7;30im}YG<^=2cLR{m5hTr{yc=ij+z<Ai3B&+B2m}Z_+>kFj6R@5#RT@U4OoH;M
z!>pvdpP8h2n(9IF>nL$TqKVpu0urD|bId4lBshgBFupNYBoa)EK_)HQKpT?)Z6N1{
z?F(f5xxVL%W4Hj?xqqvh>7%xt#&SU-b9}^2=GG=;Z9d{SV3QMQh`d|2ceIduk;DNf
zwd7*L37b#unYe-`(l5kh6ZrxN&gawC=GmAqYhQ+0INid~XJ%}!Ma`H4p&3{U+gCAA
zlN-d?X4il*djJn<ozD@QX8VvpIRwcakMCb=ZN+M8TB^mCX(^wod!&%nGfup|l!#J-
z8cLQzOqCLx#GDhIYnAmgPMWIMD0G^48(XZos#T($bp^93Wu}mqUk^y>4LH+eo~V$A
z3R#oR{Om`RK+N{Gk9V^c&|2g<&rG$+kgFS74}Gp8*8ms?dEg{mW3{%J78V!45KpL%
zHYKym6pi&Ny1!U_p|!T%B{%B&X5I=)mrqpXS5wPDNGT4}Bq$P1x<Oi3FttqKb41c8
zw4#?9eYc#QPO+C8Nec4nt3rZXbShTgkWy4t089%NiPGBLvkCXJ<X!jPEa)^nUsO|R
zprL)#xE$zogtWqoS9B(!^)$g!Mbw`*VpRYRFA<|qvJ^Eva*mCDN|uHxT6a`@Je3qG
zmZ#;45lrAB#ZIjxNeVIbVym@XLsDATU0U@)Q;K|{OX*}fumYTIlytJ%$jL)vs^r|B
zED6YwkbeX3k@t{2Ko7U!!{gnYQ2WM=!}+7NchKc#&7Uok=ed5F4knvOsI7FRl`~hV
zRu;uO$pE;MM@R!T3@Ks&b<m=fDGCxn5qFvOg|w<_cbn5`7Wd4imrY@+Hko%a%Z(&d
zpiG!G1bs>vQ5<WsM*XC1x%=ip1gPFKArrT2T*sg=AmEGk$h7c?!+{xQ!N+Cq$A#=P
zaTOG`sY+VZrL9WqQj|)RqN6G*QjDoeGD#$oqd6yt%)uS|kvn(T2{E{~c!4(paoCZZ
zSjh)Bm>9jG1NnWfJ-3a_AG~mY(#+&Nxo!=(<`|ru0~KT#?-uPn@i~~0VL2BuCfftN
z6E}#BiT2tsN#ZjTo5WaJ4YSw_i^f3i!I+bL@0puzi&`Y@V0cB#Le4kYn&bf7^SC>%
z<XGG9AAFk}nV9!7cqGBZ88#r#af`<J{=*6UL~k%7)DK@n2GPU7Hod_UU@U!L%w!mz
z^9XUaVcflePJ5eN^?f2iQUn-~V37dCTmyU&c!7M35=066=54uyfgZqiAc)LH!brbp
z$@IL&W@5*MAcL`qCv%v+h|hZ%#!3Tt7CoKT%UyKSJ;WH<XnDVxbo)~46{S8>*h_Uw
zO=~D+z_h6iGg_L4n@W=Egtmk#SJf#XaeA(3)9YMH^`2MKD#L9&Crj(loqD0=DPpdr
z+A!yw<4alSZ75}epQUZ6hKpKgIFfI1Ga_$`3HzI0JRqPXU=T?bvBAkC55i_d-0*`7
zFm`L*{{VvK#r1x#xH{J+);Pjw>ou(#tuC&qdX+UkqfXlTlv`$;P!{TzfRcb#>N><M
zl$lQvr{yZWK@{gn)U<t3`lpoJG!*sCwW#!ho|hk`sth8T3JM4Ij}g{Oa$JO+LP4|v
zAmCrr$dU*@yeDZRrrbFK_r7Cz0NXQ>CL(<R;Q$J9JA<$<e6w-6xLl1g_4*dGrG=|e
z((9=Zl?0lHX`M|nl%R#AH&Owoa40z1l3R6Pg{BR`7^ydl5;Gu0!~uWCa0FX?y$3Su
znqsMyN2*n}DBLThX~zXkEjxuFzP71q1N6yRM7C6xO1cV>B?N<-rRFiHDW)|(S<|($
zmtCr<a+QbZb!yJClCb`vMb_e2K_jKMm_i!r4WOlw<rG#UN6Rdo!<Mz}p<$>FV@)RJ
zEq?i(=eK!2u^cHmz5PHppT=>Vobl5i<^D)C%{g1F)bh=H!_8G1i(JD`OcX#A%4UbB
zQDxE6we?mMB&AI$B!YmvTDe<Ha-DBz+{dMBPyEVRr=fH^rqxxYWoRGZbt`J2wIxaO
zRKGN`gee8pp(WKJ0HE5lha?>vbBDI^$m^xF+pjGxGTV;0;XMtslH-dY6JUT;qx8%K
z+zB87Y@?brO)+2VH(1ijItrPqaQyTsN=Y9e(p;)bjgX+U)HcsS5VD`Erv9>nn{;-b
zrKqB=qo<^Ms-fCOkXUW+DNTU=eGpq~QD>@B<wA)<iu!({rD~*;0PiL@79<gi;7l8h
zj$LNmbTxxML|v>4kSzDtAnrcfw|-ft7M7IdN)oZ<xTN_ASPMN}O(kwPP~rk$CDxXS
zAcGuDs`{1^Q%>rs0askpe#yW=UqJJaJo1!<sURuS^po`v2NoXpu-qBnwSkMDzS10m
za!QFiWAEPP<PtX-;T4!OyXAe%#0%uk_iY8*Di;*BDQZ%drIjg4Qi_(f6DlP~>Qt!8
zi8m+rts)a(2V)}O+8|p3OxkDGZy6IOb76rBu#xI-+kN1<8;i_Mjm8PE`(o1(ZYQ2z
z@%w%v8<{q?<GHt+3!WfduM)u)CVLp#cQ8K-K?di56Eim0fpc&M1)}%f<mZS?$cttV
zaxZfiv~_1DVt7;D;P%NdQ#;Ju3|s<Zd*7EX8TGFyXf$DSVA&QUM;nd28l;)Yw7{Dj
zW@L8ye>=zum3!jT_mg<ojERicaRRH8xtW}f{{VkW>`VX$1c;e40~=&qnTfr`A58Hy
z7TmyJuOXGhO#y4$AQ_wv>kBzz3xlASRm_OV?X-X=ITL#WB1QN_f^TTfNCO5YK_n3p
zB#e+^B6l)IJ)-+S_lwM*SP8%Y3qi0Kj`6hK!Y{)1<-eDneHgbbz+KJW+1mE_<YGYL
ze;ZufjqGd%tuwv&l=qKsZSHYto%W1zNSnu|0l?oQvB;1;h=(}>`8kQeGkckkbCJ^$
zII#O{Z1)3G#eg<G1|~>213LhHLA}X05^M=FZNfG_#Cnn>0ALVLsF838Ci4v9<Pi}!
z8^8zBWD%M4-~?i3aopQzCSXmVo7xNmGVvb_?|x@5e94<Y23NmiIq*5QTC`4bWI>x?
zh!F>Qn3*GJvEfb6tc&CBNeA9`fv`M6V|X#^z6LF5Ao|(}66A|-Yvg8bO#TTOAe&!{
z!^4nhxodN6cYx=48`|zPyiBX!*^3ZkY!kWO*O(E-%N5lOsR{+RIva76BB_=uT0$H_
zZCwmjHv1`8PwqIB2O3&Z<4Z${LX&@{a_+mWucu1WD(b-@K5|;<rU$E}B~@>EbjULT
z7V2lEM+rP^2bVc}N0H3D#0^S6#%Ub9(ktr0$wKu92%uru=^k61cUby}ZBiY6+jzur
zkq*sfyE1$^Fb9UZczLCC2Px1<Q;S=TEloPIq^c1I%%?&Ss4(3+2}tSc5(wQi&Pjh(
zr>w7aZ}RmEZvOy+uUcpdbyKM;Dq8g?e^#{On^0{9ZBmrDJoTk5sR?E4am}=vOR7Ap
zqS9%k0+i}HiczZSz`_TZh14Zfw1g=oMYd_wC09`d4mGVuTGh381G=7}S6rZFBBABD
z+j0mYril$S4bMwSLS&Lenc?Bqdgbol5Cd&8XE(VH!y%robT0PYThMt*iI<&sU2m8x
zX_B>?Dr$ywiU(BFN^rCDwXS@{Nm5hPh0-+ITwGJ3YN#k}%W95z)@iBBdLElY%JeS}
zEi2P#LTVpO1;g5<N?dv82<cat(P?D~Y)nZy06D%10A3^gexL#mu`@%9X-RRlt+x`d
zp~luyu%HN(tt2Q#!642C1n~09;huWFUC}@{ec_y0m_4pIS+A^AdG~4@Q_r~T&p1lf
z>#I|)EX+#QvQ(pBI+Y|q^x~IQf!hX6=eW3#Bu4$sf#T=qo;2Sov{J33QS%F0=;=*b
z+%OcC>Oq9+9!kL-OnlH}D3x@Do~{z=DO_DcilZ!ffnO}uB}0j)rdf0-ml0Sisw!Gb
zB~2x>Qqt$kaa9f}3rnc2!*L!i#{L!{c|`#@-pAZr48^hi;an`v<_PV%xB_NO7&n+A
z*u7gidfa6c_0FX#r|YP9P@`2k8mS2-Ot2`Q)ZBftKud2ex^S{Vah6gFxVIGUInWyk
zf6Q@6Z7nG-JmQlup-vU^2}+0Vsck2yL>UBeIdJ!mBd-H5rvl9Sja*z>*#N^U#VL>k
zoQcVccRh^$5+h<w#9}uY5onv@H&)l;Pc-#Aj#IwVj6TYg+sr=N+I6L*kXv!JgsBQn
zI#d#%U?@xjNSKYF$TpLC0s+o%5^Q2ghd-a&<MzcIn*4GNz-N{8zL6qF{{SsH`x(cn
zH#?1lq*`Ot%6HgF?;W>@;-6KpduG!oIo>ggA7)54Cnvlc#7P#k`-!|r;n2%)`11Ee
zV)u7^^0NT;I<{Ip#!k<?j@L0hqzHfnXB~;)?g`kRbN3VJ-hHhZ?Rhh_Oju4jaB&wS
zalj`d(_uSbV_^fhf^Ro>>OL9qJ=y7;S3AJdpW^V(J<qx%cELWU(&G5{1`gN|``=*}
zn-5Fld)ob@h)DpO++Y9*GnnoUXE!4=!Z{c8kH_EpFFu2d*IBnHH<9rCQ*78X+5Dn;
zk?N6%xg<;i1cB;Jum=Q-oNWgCgX&235jMG=AWg0BiLi`cC;LAJNt_720JnSz?H7aY
zFBtbffMI5CaJ#nrxc~z*G2X$r5qOXz-*3YMH@S#|gR~9_80>!H3H#1u4x>03h;@5y
zjm@oiBwPNez68!jlS<SpTQ9P}O*3#;S5UN5(zcMap-L}0QiX<=ui6HR)PZuD;56l^
z+|9sp-<GiQ3=Q;VZUFKFxuVKPOp#&^@<=wd#qlHwH;tyXH9bvRiDH$PY8_S((hAf7
zG1j67(1eq9sDz*%r4)h2NFzj|1UTdRy;2mOq*JKU>Ex(5mr$qFK5g!WbS*Bj+bz0~
zQV0jDiZwdbd+e&2D@83NsERrk(@jqc2o5D(1I>9W=t`8AopcqBtDEs+XOM79`G&D_
zS-1v^qo&YNC$Ci0P+X7wVAB-cT~|_8w${_HpYU2$wo}$gQ^cV|%R-Fwwd;nRB^pH=
z8d6BR&8by7iAg|7Nw0JV8bXSEz$wziF8yH$LQ}4j=zGL^iOK37-J)hVan(7JGI!d2
zE%ipz?nLU^<@*l}L>ni){OrKDh2Gb36;`#nr8wf0<BBr1twm~4ypp9!Q8^^Zu_ruM
zr>v`_^9?msMKN_fE*fXuXRRVkEViTtq<@lRUeU#*fd*h+CgdK#kRsyb$72HlID-N`
z;7pS+1+H^>k9l{?-)y<-m<6|+#oQQayf$3*&=w3F-Zm6-HmVz^W~Ee`jWsRNPpHsQ
zRv-eTIrTW}Ca0-NK<ZjwONv6AXsEXH$Z<KU>2(d%e8z!B-BZK%H5z?oWfOGj>r%Rf
z8r-U3T`5<V5`;2<gf>bP;dR%w>9k(rAZ!eXFf2Rf^V@|x;1M5D83t!N#MpKK!JaQR
z&ijt$?{52XfE&OJTGj>F+bg&p?lG{fu3U9g>8GvLsQQW%QmWcIdbUw0aJu3bM^Mwf
zC{kJoY*VdH2NqVg!$3YOMrBOC{WiIx)S;vyeo~&QqpMk2Ke9s=^pv5;kUC3+r(CC%
z4vL3DTqxJUu|M^_vp#|b*8<q=N!m^1`x(Hn?-86%2M-Pw<=2Mj0NR7h4H>lEndDkC
z&vM?p!cev8m2M@(C23tVVzIIuN|c_p(kbBDmWG^CQne*&OHSB^)>DO8QWT^qB`QL?
zRD}g4NGVrINdy8Em>`33c>ta&Q&rT`Iv%Bc>Sur{4lwH2bR>{WEwv#)5+VT`TM>~?
zy{ZaS(K%2mX#?q~RXtTZ6$x8`U1YfHt*zn|q4j{|5I}(mJOJJ|Fx{2BL;yO0rv}R2
zAZvSW0x>dfNf1q<Ns|{MExq>JVoA&!%;F4={f*9VXzj*(_00p-Dtfz@w8s!aWvT~j
zbh0`SwEZ4UOO)vjDPhHvOtqH~*h<@IIMU(&0I7%CkTs1usY}QB9;HUoLvgvFswgi5
zCRVmtRDXsz&-g`b%jc$pF0<bN<3pzA76W^*J!=?F;=|aVVJ98Th!9AgA7U*LJ8hqN
zxQ^EcjM>s?o_+LC>)LCqu+m-+SBLbqI<g5Yw%hHv7V1RUInt>iB-^TzxqDd*HB_1h
zpJt-WyGUED>m5Ne(@3|}fz+g=DPSa(w*^IL>eF@{n6>U(o3;1%#3sO!)?=I9ou1{l
z-@Y*ffuD0@Ve5ID-f<bv0fTURlaby<=QhSpBuO)Qm+71>R5a@@r2S30*=@x8p<pOp
z*akN<dQz#F!I6y3kAHA|uu0*2Ux^+MW2cz!i+dN&=XRL`rmv;<#ECha43G?NWM0y9
zlePF#b234&k%QYJEn{FY5eJCaSi~O0fgs5pgyS1`Cy68}MIj)mM1+8mDpH9M07)`Q
zhy!@Fq~3PjeEQw2Uo8fma)wW1JBWfw-Xm!?9-!xmp|!lUw9*vouBasqwmR0e69Fhn
zL0Xhd023-vBe<Q@PULFU)2C6_>e%JYD#|bF1}ff3=^#^41trxfNmtSw2sj}M;`{km
zpz_!(@_v{etO+SrzpEiHRFb5lt#p*61hSO?ZbNf0wpVay<M#ZYT|8nwg8uC@IX<@V
ziRs=RJl#5V9&4{-mvrkwA6gfvJSNFQ1gR~oo|s84JOTdz)_u&XxyMV;(7G;0(~(9B
zN*&j$n@jqgK!pNX4+VJ$`iD<gynQS*p*(0Bj;p9@)e5TAt6!|BIa|&tT_Ok4+Cd3v
z0st+vlz|_*n4T;_J&lQh2diOne}>n+j|cPnH+Nikv>SPT11&VynXus(m36gs&n~92
zrTVIeOt|$!s&&;Fk_yzN5CJ9<2uQj>0!J3$fnz4{WD&f25<44^F9IOKZgJRp?{Ygw
zU~Y3f8%ed~jDc`7*qine1}(;%`|rB;xNmqic5*VU(6;T@^XHYNVKEW;N1!B}k72!u
zhcWqH{{V%|V8##MJVHRlq79(!fJ~Sfk#iB5f`7Ak5DqVmpoxoEh??IF&n9;U`Q+K}
zE)3f4&$~B!?q<2)c$AZg1NVf_pvg9kiR^yBF()4R5<s*-&IRD$+lcLs(0%d*fF~9{
zlN>q8GHq!#1Jlye6TF_>2Jf>b-SQbWS%&YkCf)KGHd)Gd78_hfCT>rpSWHNZa058V
z1~3n9*MS%9II-d$y{(XMU`4%1wfo=$zzFPq_Q_TO0G)ujAY@uNTP*bVSie5_SXsJp
zo9}-6#nTm4RHbH?q55LuYh}Yu^Nkl8aVl-b+$||3ZLJGh7KIX(A!Q^GqcQW9<td-p
zbP|$Jkk6V*Nk8L@W#J@{LRZqE)6@t^0^V`8{pSMv1Dr*oLFu!Ywlg4`iTro<`c5w(
z2JUUGy!vdNqBq60I$g`;-t4R*?G95Hn_Kj%`G24~#UtxsZY3lYsSnhqxHjU_2<j~@
z2vJJIMIfP3A1~0gDQ_iU!%g{3xP>AKNL$6$ln7J;Qo#fss1{Ea!1p9uaW|M7z=$1*
z5C-RhMXn%sn6~9afF?-(*(ZhdBf+m?_a`p0ipPJKE#&!e)+?zAhWZ_CYH>28k1++K
zAOyHwLL0VvkhP&9S6BeV#XUiBO`)>#ktJrHDiQz%Q|2&SY^DN~RFx=wDp5a4;?!96
z37f=8jia>MNFZ<8cwX4)?=h2L1W23-k}!A=K3QdK&TrF18V1M<@eEr&M{(}GNjVpc
z4TdaDue_UBT<oXX<m2p3jm&2I#1Xsmp6K$t$2_Byb)JGj>beOjj;T<$?_ADJbX5TH
zb^2;rpc+$tONervspwJ==}iN)YA!TSn3bu*m8n0rOUaZf_3rDd-EPg7H*W0QMYxZ{
z2L{)`nXt+4dA9_`qux$>vPqE^i+%D36;NALr^$70tp3F<IrJq;Dd<m>rd@H!KS)S*
zDp4sNML_j$biBFC`cS2Nnl+-+uBEqCq0`gUCZq=&Lcpu2LL7FPvD8~%MKYA)f%29B
z>f(8`Ywxyf$DeVHC4svZZRF+|+r_dZ@N=r^dM=}^Ex|_2Fv@zWs~%WpijlAcuBNF&
z%55UV3$0VqgeZ_W&7Dh2<=_#bplVvE1UaqMGL=(OsHdcjB9YXrbtFtzRCO$$sgxi>
zxVP6e+KpL8f{Ds{T?&mrQR(!-6jZVQ0J&Uk=Me2hK_Hd7@|<uG3?ry<t{QrumrYrw
zd{U`uXjK+m`E@#ug)OAL)8#3|b)cyMT|hdS5}-}LR{6n+7hpGBY8mg~Is@;&QtPkO
zJmc>=vbSD&YH`J^kEp3?l1<}y0?;_8GdF-EXeW8Xi7+R=_TmKC#e{c@18j+~m<Bc^
z2;i8uNx(51ZY)7DG6}#Jjx_6UxA-}^xovdkn}BBB`X=D&&wV+><^}H};si*)rr5Ff
zFgQm$dUidI=eQlM1`P2TwXu>1;hU3;kVrV#a83PhaxeG(*_e~U*5Eba**DyB<(oyY
z?i%hLocA1#R?WB0MBYSiGmu52ymztoJOi-+6BZ^n*j(H|&e0Z*BRCl!hvYqO1lnSE
z3-Pvl+>roUb`UQn`*D88Af6U|T=?5qH*;h`Eq*q4BKzE3;$lSKY(#BogJbLofsw!n
z5C+43ou<>Z@4U?M5Tn{bya|CnXp(jYHxm)TGXvT(d%%o-Tl??@+goR*o@X}G-WOrR
zxvir$#+rA;rXmMmGZH|toXl8@2p5CLulZ#S{{SaBep4s)CY2^~enOs35Ai&B`eOD6
zw2O?+XSPhAP<ZwiEdKz>zF+?U-5!(w0LT>lZs^GiSp<hj$nxFpbG`2wU-u}bD%u^a
z?EtU+8j8dM1J?0&?k9cY%v#xvYgfSk0F5imkRsJjXMedn*kJLAzD>utzkQAFHYD#6
zJY@CH{e0^YpVpd(+x#u>Ya1Q!HyGm+)qKUL)RQ&@T+Rs?7a5*DGrx74{{Rtx_ZY?;
zclYlYC-~P8wa5Pec{iKAi5ItXOcNmHJDdAoxr|&1u>`^d=Em`8B+P9a`VvUUycm-r
z1-|BIurb_jaXpC&P49XB-N+W418ERMar2HZFb1W!@GZMt0|wr0E6g8U<VC&vfNgH`
z!|Eb45-$QLAKILQiQMr|sN5do1PC+h2G+5ggE4*_fh1gr?kp{Q4a`N3z>&fSy5Imv
zEG(Po!OrFfnTH^lC)j=V{9@+tMrK(y&#c=KziA^N9@aN7Cj$NF*R_p@)e<kTobVh(
z$S^>d%;p8)<jzOphU;^E)*10~Sda_d+&ttEAV9QOT4wVex0?^VaHkRuN33S?2RNSh
z2Edq1WXyv$7cgW<9;16-0yuLga&2s5AlzHjf(77kfedY>>@G6W-S1}9mx)L@F%nOy
zCMS52-#0rB5GF}B$@B&YxPk^Z_7|Qbav<NoahsAvi2NflH?2=iQ&i`ZOHTb$#3@0h
z8FBYYL?o-rZ7N&|f@3fZvg?jx%O{F88tBcFi)E|o8+D#3m^l&!q|dJ7FkoQsobcud
zHkh@@yxd7Yhi^d~Yz=b0q`FaASni*s(yc06OVsOGr(HsaRJ6+p^D0ZApr@tA8|gnv
zlrPej&n!{4Nv*Ec>I-c++G!XXeJUL4m+9)&RD$}D5&%U-HtJFG(d8jeP6qvJ&y#7+
zX4ZWhaI-rw1mAmQq+r>pewAf(@4my3P*%gMWkn`Bfl?HbLXF6qz&1DIYG897wi4Ug
zSk+flg5x#1jXGI<#HJi^#A^#xBd@CcYxC-#1Qn~N_KuZWyUeXK<)=o`G~Fl3aW1t|
zP<0JNItt{P%FdvqsVXV*g*ZSP$PtFF)wK;pMOC$r)B@t&^3>r=2ytYoYi)$|u*q>t
zTGm@>5~V3>x|B`J_VV8ScfDsN#^K(=-;6xZd)hau-2;;;mJwOZ2T!U}Dg4@MFZk-3
znbfEvwwW)|m)4>WQkikrn+Zx(qL+%irq{~y#X6R*U1h#wsPkL-Z`So9jmE+nLft1!
zbLCsFWojyK%STgzDO%FJExv9Q7~B2uPvBz5IpGs9EDVcGVEd26$=KxZ?(4^omy5D@
zpRllI1QxN>g2kH8wbgS6FtE{KCEXg4_g7HWJq;MsS_M!Q^3EX$s4X6)bpZK9EToQ=
zl$~K~Qq-pwr73DXN>Yg`Q6!ZqN+wBBB&hDIpIgd3Us0feOIGV?4Z7HEK`%6vJR#s3
zc`h~-;Qo?Z3Lwu=JXZZ>Nb_iJt4N|!n`upoiZ#?w)hv*dp~a;xyFyfsm8+;};Z7;l
zd9E!9Z7F#2>*4cw&7<69k#=X^=ZOIKJ}j#S@J{jSY-ZQ#xSPqj94??QY#!1gdv72{
zEfNOVV@;$!zwk{#`eLBS2-N995SJWzNO3<oMD0LQ8b?FL=V__rt;WM=%JW@{^i4o{
zil%644KnCuPwA^ob4A4j^x2-b5``BMl&x*0Dq4a8Qiw@G#q2J_QOq2!=H~pF;}lF1
za5wGtxdtte0J#T%D|vx@ncKX3;y^c<lfqC^RHQ5^3P~wa7b#K{l0uSFKq3_>P#{4D
z#M^{PIrT9zWMJ4BKJzktxJIV6#+%7(oL$E!Eoa`-Cef4XLGK;n48#vyi81OM3taj@
zpXnI(&wJuxR88@`?GpstXYdeYo*7X5iMMaW5NG}KgaF`O!|?oF$ABXy4`vKyI3`5Q
zM0bNRZH>E51fBqPkZvYpBG`+}6EW42BK$&0+cS$})^iq-*w}zL0XN$lz&GD(-0lpE
zf(HlzxC<Ww;@2)(=RjY&Cpj|_V1Klcu)zih?m*#408D!jKfc1|d-o@ZPUC!nL|n-R
za3W#_^Cn}0KoU0-X@WtE*aADudI>xrIObTEv3q9OYI#0Q6W+!ych1JZn?OFZJ&dDZ
ztk0}Lm;x<wGC=+Vh^YSn99y@kwe28|_Ozm*u_kOswoS~$4*Sf=Bp?P%#>`&q#A+Xy
z4`=QYDxUjAiIOpU%tge+USvRGW)8#hy|4rVPi?y%DS{_?+(q$u8;PFBa%YRmS{mxp
z6qN2dI=WQiQbQ<ENm=W8T`ac=1xKxE5TThIBISP)`4Yo-eaC={Zlic0h#jqAc#Dyp
zvPR@^Nf{s$?|*T5lWRqVqzhcVN{VkQ%&Vqwy3!pYkz%Dxg{4QO!aTMEi6AA!2h^te
zfPzv$l|5TD-78HSH4cG)ohyBbDI=*YH{>M!N2sOZ`hRqUl9Ht&Xaaa%!*%|4_&h18
zDyvjmrKfrIN<xE8sbR9S2`g9bwwVU&DM*D7s7WHb^dBe@^EEWdT9mY^o}JWG)HYgJ
zOgNU5SV1I`5~_f{gpnOXq{gpS)GK8#)F?Foe6tO;M@W#B6(uO6r9(8RN(uTx8AwP8
zNB{(Zj*vi-ARYGt1bR<=9LbImZ@q<?oVHefm^QyFrk-Vo62BoYl$8>inJu^i!jaU|
zYC@AK9WEhHI+X<w41pI<YSqrPY5rkMQ-0MVnwcr3Vjf>w(6lko96=`DZ&`%EF=LFA
zwSb)Vo5bz_2Rj%tLE<toh>paau4EH|7_s~iXCUf4+b7MlIX^dwk}Vbj*s+)%zNCY4
zAo_*bKt@PAMa)FzCPrp4B=H$CU|R8e+TwjJv5{kYfQgW2Ac@Y|Gm-=w{_buE2xi^~
zUC#Dy9w0F`%TeokzMc|_Ek?GTq&OZF=zYUVTtOuZT_V)FXB34gN=aKwAyTU=>f<~7
zv3jVz`u9lDwYAkb*Hc$fN%Fdh9WJM#n%WgGDUg!CFb3J_D@s(PsY+UvrcT)HYkpz~
z1YBO@86i(|atStp84?GydKjF@L$V9F@&KC*&93{18{>3!?n$o;D5lnVex=ofHkRre
z)wH^Hy4~t=-!%<tPAMoY1h$T#r6pvk0dj#HsYzODRiyJafl||Mp{jK1H7e2TtCXVv
z)6mr+YDy&Zl|K7K5T#umE;*&nJtG9(*_+tNwZ=)CjtPT#79$gEX5d@6w-ct_m96f}
z#vo3PLAGt9X?`4m1AJ_CoU6=QdWfmgs?-w7DjZchQ(D_>I6-O0U7}S(ZJ}jAB~C1L
z5<r3qM!ZP-<__=-WRfK_kFetQi&oUM(xp&p6|`YWO4gccmsvxlDoT^)p$bYJ9Y{&(
zT2>4uZE>GZIoH%JYt|?<jd-c1Y5KJ~1bNL<vQR=Pouo9ToyQWMg}xG}mXr0VeFz9!
z=l1z=i+h_M0@t=~`B{tTH^!+Xjo`(weT9r%V%?y}3V*X<?qJ2Q>3ilR?MA1Qt4peL
zOx1K%`7NTIy*{xzg*vJSKy~`XSAkNN)FnZxWR<rj?{y^zxNDWP-9cSCM>lAX5ZX$S
zs*0Tr((;mm7-1DHyo!aDuggM^;7L+RDhZw|b-OQ@bUA}#Yd-9Nu-q<4-<XXwAHUTX
zfCfa|gL_07C%4i#B>rF<%m_OlLVpnvo;GU!OXiI}6!wu)@)VG?J3^#t4VM13ho*&f
z1-90dEnvDE`an^Mjx}`!AxcWpq$wn&NmwAINF)$aV1)$;DKKPQ1DTi|#_$F5Z4UO!
zk2bKl@pFq4CjE&x#$rYZ-s1${7|*72JLeN%dl-z#^!pu*gA?2jQ-Q*q5<6Vr3Euz}
zV8#XQ#p|y-+eioG?EYEXJl&bCV`!K#aeq)Cn7-DwV<3@$M+B3w-u;E5MZ^+L0rngK
zDN0Hb3Y4V;r3nO;D3AhD22@Fa03?!9oAI|&az3)-2(8qO7J)#qBCA`gZi}fgBsETY
zs?^{LPeKa_4k>9uS9wh9-I)EYouFG=K92dYX4kk8uCb@jYi2z%EF$sR2HnJ8Q0dkB
zlfs`)qN=TU{{ZYdR$X~Xn{_EIr1T=hm8_)z1rnf{<8NBI4@3#*O>Z~XAbmwnIi=|h
zxR3$p0l%H7NLeJLlFP|R9YHHnjykuUwTIdHT|8506cVJGEe)TL3l<Yl`)c`@oGFmu
zQ@suqD5(Rg1%sV3-g~>xmbWo}j!1TZCGKa{wBBE40@X;j(Oavn9Uzd#pGc=ViqQgG
zaXkf1hY%$}GyQeSIzaybi8L4WTC{(Q)cK9%t+Xr|3u{WG>84Ujh+9SV`K_fXN`YFJ
z#(?9BQi{}6rKpuHN-8QUS&~$v^%6;y5^sIt5in!c*o=^FZ<~{Iovv2vJwDGUGv;n|
z7PXvj@!ya!vTB^!%o@T=b=svtrGgVi#8OcN#gHi}Lrf_sOr<JYYgb7!qExbV*#~hJ
zAc-b#KD)#Y$F-x?GxUx3@0^Jz+hRB-AjFBC=e+IjJtEe@96IX#aey2<hFV{k&g@$!
zXNh%2I|z(HF$98Re&cQDf?$~21P`cK-fywS_sI}xg+K$e{q13l6Sv<t3>e-qa6M$$
zkp}kwTed-U(?vc!JU0jV>ujZfMDA5^BwO$}gBjnrbBQyV6KlYXMn$CG9-^5z{*BCg
z8O%-X_Z@)Y%wPz;@J03q_oMCo84@@`_Sb)v?rp7vPETw4lj(i13E1s75y3HX2fWFH
zkF?BSYz2hV-axiQc9IQ_0U5Md2)_j4Pj71rK>}n?VmFc_gc|R!o|)eL@4hN+2W#A)
zTfv)O2692X$*`R6eXTe>=E5_0H>V_+llYzOy|=h0?j&%*$p&B;0`LUI_U{JJM4TQF
z>y}@%MZzi`Y(gATQe>$UEt3L5+f<=)01660kS;C7Mb(#A<~YSF{{Uv&NlF+^DgbE#
z2|W~FEQLCx^r^>OO5J(DTy<)3OIoawdq|iW+;4v8y^X-ghD`4STH~~2Ns@iGGBFU}
z#CyT(gbR6(c<|HT#xD}8BHz@Smfjs8tSP6PQTn{dY@vmsM@LBWR}iA2WOTolWYc-+
zuBI-Uk0~^3O;Re0X5yhve6gTICc#r&UP`4!vVc}>civ5eSYGy=K_V>!JBT|7GZ&9@
zXgBX87X*@Liw5FzeKNJVZ|Uz>M^ukAhP>1;q8)mfNUCAJlM(0Bsn!S}NKkX3K!qfb
zK{lpOxI5#}M{5E%5(p;TK$uQoefu5#u1DN%1=?$>QlPaj&QNLAlk-irR)jY4RF#xB
zRNKgHL=`CuLQ?B133a6*)TLq9$`{qS<-6W^?#?au#DE2iNRQpdPIeM+Fh>R8K=rT&
z!|=_B-scg<L4ot%DM-eag}Q>jIocK03d*!7$S?WtRZ+5*q$MsfM#4f&z1P*&GR|n)
zT^MBQTB}UHx4ItE>3ZsFDVY{psw=73a-Ektfl^vUJxYo$oP`(}t&wgVq6W3bjm5wY
z+HT>!oJO_+l%%0OMM_j92^~sNHb_VpQ6@q}5=jClIfk@%P!i^*`+7?XUr046TB_6n
z`W9HBNBB#gQm(ZvEg%bp69C@S*HhEF^IW(o*kj5-a<Rn*E8Z(eZPX#k*L>E}qL8xP
zC_;jisZx_}HOh~gQvCX_JiAa7wL4Mfsc%7ou(xGSf0CsFLP!9Z7BlCaow6p!T=Ez0
zeBjTWi;ngH_p#RO+~Y2q%{GYiP|+f}z?CJ+y-fjasHrMKyowYoHrhgun$q7}uBAc>
zQVem9tgoxDaVx5Q$BIBo0*DPXlhY|>q;#~>e{__zgb5Q8N#e*7XSU`Dz?qy(f!^mA
zBY>*#03u-EZcG9@j`4{Xk}Oagi8|kd@Ey(N6YdXt35!Gl5rb@dk_g~E^Ne@3j^ck1
zKskUQA}t`trTwsS0ndNAH=9~Pkv1nL1W3XDkTW@sAo=jz<-GW0ZcIyX@3x~MeC&C)
zq{O5ok}Wuo?8T%^$UUuc1q;M_nC?O8i~bX|gSdp;XL3k_NEygBGkDk;iQxi3yaPUw
zY4^?M4h&yBSgql^p7+03ii02k0G#hJdtBpa%uVgWBp<6bB0F}Go$hQ0dtM-uCgug8
zfGli5^#XRh0}~|b+DXCfH?c|H#%CAA#Jcc@zt2a@yM|9_l-PR%_Xay1rv8G$z`m%H
zVq^{GKK{mRFL*pdeeQ4EOlH878SN1gNCd<foyq%ynLA|K1kVw>{>I(P3^VIZ%=vX_
zl!*p!x!)tyWEmF0-ypaknTyTG+!Njhd)gyt&8@Uazo@;eO~{BFX8`;=liKFq;9B^Q
zbHTvwVQ%L4=?84IVPTe9ayosHIe<MciI}mxn4bRTE;uDXS|h!$o95*2eYk|1#tq_U
z?R@W_yzm1C+kMA>%;&MV*znT!%Eg;YTf?6SGlnB|w9?k=x+gpK$PpI6{7efT;Mnk|
zGjIjLwagCLITHlUhIoX7xx{-wHpGB`2;SiE=KX=d7s$QFFg7P3-0%T_8=4Hj0i#6c
zv`wbM*NBae(`;MRPZMp|8gVZ&;@Witmez%oEe7C_q^T-Nf<=mA2s}}oLB=p(9>?rE
zU(|32f+P{#jOVml1}}?tH_4&Huh|*Kd5>ISPpvwgQ>LK`ZR1k0ThxV0l#}y`d?r<L
zq<~2hZjlp4wNA8CHCdwRH7zis)V3OTPpf`Z75iF>M_WXgDF?_XN>ref1tq05meDyE
zTh-eYZ>1Vem;hS!4NLqTuz^2YOsk>A+(%lxwn-u#o1CMXw<+?fi(J1*j$zfCBr96f
zk<~=QkfGH_N+ByKBtqn3L(T#L41`7k!#2?0OvrB^0i<NKo<`GkO**ew)fHFDv}Mq$
zG}OON>n5A0sI2_cY}AlQA+oZP<n<vdNr9K5)VU);LTR~Pr%tHWmK1@j>y6bWorR8+
zm6u#$l(v$w)Sr||Ndi<|3geOL+U~8cK3~-9U#e7+lofQa$RwC$gaowE0YrT%3N!U6
zlg1~i`36alKr!1Sn@{0*ym3789_!i+`IE?Hr+Mam(YfmMyvwb>RjAd}HLRtR3aO#5
zqpD$~6{#sjJu^=EjHIbHWK*GQNo~-Tq2`w6u>B=nAwp`YYAKZJdeQSNILUDz<s>+i
zm81m-DKT+)H?s$65-lUr(=tza?Sdpg%Tw#x%`=F3txBk^v=-a*+%-r`e^BTQ)p^Z;
zK|LTM08s#aXNQh_d2(%j*tY|ryNT=186d{Tx!P_nNWnIX!0nPp+Ap?b#CNn0t9uSJ
z2-Z{NmTL69DzGW%9(DE8uAa4J!b$%C3Zr_NX#r{uHaZFd(2%q^(Q&sfRa?sSbtzN2
zPNSt$C6JXPPt;Rd;@=4n;r(LJDMFX^`C-f`r>qc?mrc6dIqLB7`Dvx~)yF8;fted-
zV)r?i6MWb}0^r98p8L#!CI!LtGicg-Z<aKgQt88#`ng3y-wmdYvWeD;8d87`Iatcy
zU<Bn*ktu>wkts!g<n?;qeX18IH9*59=Uvn5>7HyN39?*UPLhxbQcGn0Du7B<5@1=|
zf9yRx9Bbw`Zhn6#!Szn_HXfT?US@DDykvrG4&P&8oD1aKk$lDt%}$-D(WEM_hPII<
zYHS*sSE<LCf>5+eh)k_23PO{RQbD*NS<ccxnCXkjftvzuM)$TSi(%jP50owYI_2FJ
z0<pM@!HD&Ne?nu_05Sz<dx5p>Y!36Vx2%pKKYi_+XKNnk(qzbxK#)wCpM0L;-H!9Q
z#QFTUA0Lpr=knZqenRt`Nsu=e#CHTqAVe#<nfiDEn-h#dCUcmdOH7mQIDx-l3AcE_
z&AaacFR%fyBIX89r2ba4Tp1U^0oR8UyR6~W@AKUgn@K0q<dQD{2{{(M{h%HZH{SaQ
zJHb0<AWZs*Fk?TE*naNAA7d5(o5UU!@!EaoG5l?kNbCm&%ZFS&!(HY8b<+<a6(;*%
z7W)svz>5*u1;C<k3`b*YPpRK?wTUN)10uo%Upt(fAF-cq2{W1eA_}+IY-AIWh~aDS
z`wRQCye-#vo>4GjWN$m083uAKgBK(jk$w>%gL~(=5<r=Ww%htdaTynZwtYz40~v$q
z+Hp3}x0Z&QLfmo11R)KA;?|;IB`8FwsG9_&brPa8Vr_i*cW2)BgI)FbZvC#t9DyLm
zYfOt@e*K1Xa(K+?dKG@G9C?&CPejE0)}vUlPeV+RB>9yJfTfTLOHKKXsPu%kNgQTc
z(R9rP399CWsoJFux_(`ybw4z-a+PY2r>Ic0Pwz4bs#-)2k_tu}Smqk-W6NpJDw2Yp
z1s<0~k0OSZ0Kg%nljb=VQ_hvTvnD`P19Q*imGTYGKKY(k4h!;ZxNq;}83(mJJ4Q;W
z^aPr!r8Ksxb-DoUKoY;U8<qKh1&uP1z~{=h0d1zC(qDBhE2#*SbZZVg<H~WzTvLm2
zN>bcf%GR|>B}-a~QkJQc)K68(H?<iyAB6AKIlOQF*WyH($Px@j_rNC72Js*Z<A!an
zzY){;#RI=0``Y8XR>*h6j8D7)1kB&?-XaCa#BdTPv<MJvJ;06RZe#&z98&}f#7Hxo
z0egWTh!~gv+4UR286=P`>F*}ko#c)U&wzFwUl)UO;2npT#p58>p;pyOD$3DP^KFKZ
zs`_euNghx~mV_ydL7Ju%mfM81mA0=hq!#)L0)-(^k1f{KOv2W;60uNA$#s}Y(x%!&
zPq$6wIHjd(^C{d~7Sa;hn`_KNmYqc7Gl}o~WP<`d1Q_9y+?(R^JNAPZBKfrNZntFn
zxZjK$?A$Wt#g7=e>ZMU(B`>r(VxhvO>I#-rN><A~6uw$|AwE-&xJrRvngIwEe41At
zeJHI%OdvQ|dbXYBmikhasR%4lr%+2TI{^VIc}$^eNL4^UQ;D&kL%bLgJs=QnAZGK}
z@Pq*Z3H)N<&Enp|_7gWQEZJvl+w2$I*+V<!mkitF-dtkfG_@fvq_&`?6r};?l<_@D
zNCAYnUxIo<e`kC2l0uIO*4$-54z#w^QWO&63J*fSC|63v^sXnU4wVd8UXM_Ne@)1Z
zf%o1)o5jHCti?q|GpTx+_o?1&g`wtLTTZs5sVhlCh$vcAg#e_Gpi-cfNFYNz{rVQM
zu;3VuaTpxihn9Ig+cCRXjGpnFK<(Q8^J{vJ6qB9zo#PYe4ng;b;-YFC33VT{Sa_8w
zPB6ocnG#ALakV_zB;2;*NjEp@JWI}DN~R9dC(C6$5B#&vw)I%^6tcCsP-_}#&<JTI
zs$?_Lgp$JCD_Wofb?v?M&iM^Po^J*luWkA_8-cmcH;O_aUh-sOW-+j^Gdphsk74r1
z{F~+P{n6<^{DDu$kkj%`Jn2%ZshIt$nMzRAbF<L3G~285C=jlvLuhg2Hj<PnZy}co
z11@^+mHz<b*Dn76?u$syfA!x_#_o_Z*Zj~kcDS}rt(>0d%MZCgHqh;7^fd_0+x;}#
zC)UnSba{JRAZvQZ{_S-M+@J8LVlV759@d;hrse>d^*@-wlY83R0me^VKk?qPdyQ97
z$=uaDZS58VJJ@lGITsU&1M@z+k_kPqC*?c$S-<fY{{V4}VaI=d@q*v}DTrzZ{{VS0
zz3yBdaVZuv?oM(qGw1*xU`gPTE=b<;499<PVq}qhiHOJ~VsD*{i8tCKGvBe{5;i9n
znK5h|0(*bF$Idvu7u2YcmRk1~VA)#EC)I8GiHOerf&jI_#P*Uxp)oehZ$0h|j^tS1
zCp9VQs;b-!(y>ug@{&kthTMJF5(x-wEo2E301vA&c+VbG)TzQ;)ZC%cTT><W)m>Xo
zmmh5=3v4pmjwsX|rKgQKU($M#fVHI(!%%q<Z^gLG+kMTinSE|xNj-(}jFA_`h0U)q
zaGMNY*7oco03#8wj^mA?#(7UqQ9nIj%nL|mZKaB3>2zu*q`ys4Us9^Yr42t$OepoO
zl9YLGKjl}*)Op;!rO@bwx{p4U*gB1S5}uOCtgJ%3`eP+wx7c<aC1F4|z-iX_3$p{8
zhkeQ72m#+GX5$umZ!GKjz@0x$ebg4#_;JNINXv~jg0-!uYSzOpgaITpwJYjKkEtNv
zjRQ%fZEDqdo`s5#g)O~5PN%BWoLZ7w3a6;4X|yp$@#|VgnjS5wwe=$j<6p1U^({$7
zb=9xbj<VoF)_kNX!b+6WASITH%9d5-p&+QLM5#pM!4nZ{+H;5<po49$2Eta|_V|3_
zv9<RzX5qiuvu|Js0_5qor&Hy+FECK(Z)y$#g;Q1QRb&JhA#J~>QbjdF3Xf7{*1$vp
z3ep@^o4n7fme$QP=+mi`@~RU}rm)ouY^_NsUy!ztDjNzymK2{p6qT(oQnd~>;;U~P
z;2S`{++PN6Hzb*nF>$=y_mj53b|ZKwGaHTB=a|qt?hTW%(k7)TYf{!qmbDcrOC+gE
zBq*z>$yBJxlO)Wjl1~e(*U-cZ36gqEgn^xn?HoXuBdQ3!<L)3|@fN+wjueQCktXtE
zadELCeMU!a5vjCeX82qiWCK~V$|iP?qz#PX^B%S)APa&)GD&{_0B+Zd7`?9qZ6j_X
zOz-xI!NhDpoPs?}2vZ{ajFXP`BRMv>1_s<t`|<Aa&rc&0gNL=vj+$8AuYVJ0k?e3_
znIy%CByA$m>PQ*kgS^NRMaO88Gk^ggNHQ@1!b#1?<Tu;2%mX4e1BjCmFe27~P5YTM
zH;W%YCyUnme$I?M+fZHddkoG_4Tkd-CfJXA*v>%w=XuE&35%a&GBJIpy{(D41WZXX
za{$J}Zomr+rh5_$VmJfvBtZgkX*=G;WQh<+o%#9YaeTghA)}VbgXS4F8jP+u#L1fx
za!5IlEPc<VvuNU@Zn)CYw%k)|L@6sm)Rm=O(zK`%7zRbm%;tz7MmOwCfphE?Ya8M-
z!kga2gZG~DdmEg4abmWNGIwVdU_)r)+2!S$8r5=?-_0qlK@AsG(Wq0kR;Br}Rt-am
z`JxoBtaQ{Qf(J<e5yZttg!&MQiYnR#rM8f&nhJzgAh?iH>&l?5=qoOQmlA|(bjU)I
z;s7ai2A={|a75bo5^`eZPyX|GfF}cjePcUB&wEJ6pxb^Cq$eY|JJ?zEXBQ6F-sI_>
zb4#XJ3ZT{~D!*|mYNbolA4=2_y>LY$no5?W^&+&ac}^|H(1OyPv8vOn=%rOOk2Kgl
zK5v#(%G6So^rE2>%Knuk%We=sgBck9{q6*jnZb+VV!}Y3#NDx9S4s$`s;FhM>K!OU
zt4m68vI<n=K!(<&o|*F!s|bjhMZTAN+yMUoi`)r0IDdRwoPZ<l0oXvB;{yJZ0(eu~
zHYRWgo03v;K_W9SEhJ_Ytfr^SO@5iDRDhzl9%h|7bz7xPrLpEaLK$R~k<_B)I{el3
zy7!p!*5Jv~=yV!|DSZ_cS~}2#DJ#|+X<B3bVMPVKNeQMcNJOL>H$uq>OP*<Iw~!^7
z^ljPOi8jB8-tnr=4aLW-_aI|wGrV7j^-auJ`jcz!H!?+!+(#QdFD<F`y7Fr&t5U-u
z!%L+*^HpwjDQ%&oAx(V_DZqjfQlhjI<$|yi#jCoSC>(LR9U+<*6AAM*6#lcXXn>*#
zHEcIX+novoI>wsAh+pknEvYSeXaY`-c<yj=%-i|J+U4TGjW)gZRZ!I{rkS)UZd9xW
z>5>uDR1HJj4D~`3LOROV(x^hZOcgY(QmqIzw6!WN^(fJKk0G}tgtFq^MLSASNDD4g
zE~TWUNd<mraS67ltE#I#RaFkWWo0GBsYybXvbQ=CKto|_xk?h0m?8%j<iWl2E@Ii4
z%!!LhGDx{RBI@Obi)pFW&1~#iGfe7q)QzN5X;ez7NhH<kJz9$AsI4J1uJq}>B0*AL
zqN!4XQj(y8>KwDH)GKRAHB~OU2?`CBLn$FW0HK5c%W#np+i3!E2KF*wdt3>SZ?;FL
z+8|$rHV`(84)=@9i95uc7~udpKQdn<XFNFM4viC-0w&-Q5+)4BK{gvj#7^KjF)#%8
zHZ~W`nZO1tePK3%1OQB%+D**gyui$CV}e1O$PjzX;2Rjh2L|`Kx-WU-ZbIw@_Z`LZ
ziOwVtBXCFWPj2#O++KKn%njl#7?B;VZM$zYiJr#9m@s5byNI~F%x!WUh`oV>5M$a$
zc)2r!0>G3nZ$7j5X8Yns#GiS{v`48RclF4;k}+}(=V&rLBGVR-44wFZIFX2fxC8_2
zNr}wOt}Vc3_w}{??lBOVo7!ggL$7o6cW!8zHU{_*E!ure?>(+@eh?<`B*@?UW(-V7
zz9ex1qI(~{NjDor3rvACCgc~r?*eWzZE4?VF<}`TI_upI=DYlVZ;`Z0Z!#_|i$usL
zF*lz~jl!sjnC&1N_K$7O!y-Y3W4=#(m;jP?$P*jS3fCU8Es+-zNVjW=o8Jz;Q1>1j
zn~%$QXsAqY5^sa-A_<+&(oOHe3ZCZk-|iy-THg0FXoDtB=1CwJ&4Du#JDA$Q83DdK
z&vG-F?IZJ&K!h9NeuHVIjg_I;MUBAPEx&Rk5=?#_LP0nf0(18l7rp0cGCOe}VhGMe
z&IyU_ZQv3!BY+zcCgT8zHZ$q@<XbjE_qW>;k#IIUh`hnL7LNAXEtk|cjDt5j!LbwV
z0}*%=#V}?rZz-9!W9<@dEdt=h@_K%es%q;kX}Wz?YNiyX8Cu&x0#BUmc})mV`kh(?
zsUmIxLz%Z0Z93>h8eKxZg-TTwZCx6i1uI=GL)7Y0R60*rkhBsyNf1dLB#cb#f6HBA
z(%N-2X}aPYZN}P0u|maCTJt)}oC|0$@}DYoOAk2fg)0&W`iB>*<t;ZyKl-TV3Q9MC
z>Q<ShwyjH1u|GqrKt(+&<Sg|#ryBqP)zq=l4rtIcgckX0mr!Z}l<L~~X1=u~!0Kw1
z4g94uog(UKN>A3HTj{!;a~6M;LwtZd#kAD;S<SdKXS7aU(s`vOss3NA<*FvzTaIe9
z+Je<a^R5-CB?#48TW!;{9BdZYb!4Cbmje2xrk%=MgpEl|*K@TsYi)HXGLYV$!h!3A
zt5aL=QoKL{Q%>VbFb~okPaNk}<}GhqQ97QdQ&yg?q_VeqDZxKiQYl&u(;$Kc+h`F9
z7)S}if=#Xs^K07H+9&WJ#FN6-e?IGbvV$E<a?F47H|unF4N<OX(Tk^)d1i)-O)4$Y
z>bf%wYg(OKGtt(nlI?9+K?O-kRWcNl=BzGmo;|2Ps8rQD?xyWam86jAtS*|4qxBT8
z%=*y*MM*&cAS%Eoigdb#bpwU!8rrHCR4(NuOSH}qBy^Rq;uK~`f=IcW8|*0OU3E!e
zs`n|iidtod5l5@iF<Q%tgeG1+D5!J*gr}v)$^ijDbpW7%1a3M$MXk?`xn&x+^l~5*
zGIjuZNgxv^u$i#pGY9D)7&x1ezUOO*{_Zy9>b$L7P&F=IsGxC2srualyr7u!l0#Z`
zczTtjDJXSErR4o?On{i;O=x_#r~&dE)Xg13iv5)qw?y?CTR;c^KdH1{q6eu*tDzzi
zi2+bJMSbA$8T+3<fsI49KY=rhji8CxjBmj*FnupQpqovFjf8!PJ9SSYa~n-6rjnVR
zVvJoidOck}pwqTCX{MH%waP$MsiW#n=ckQUrkbXW)iGC0{VVAG_G%e%hf)cFEx42@
zPe}lgG6=bz5Cj~H#W{%t9lJmiCdM%mJ>*;tBPX?v1i%DtEqQ__NxYG_5hP%k7tD*|
z;BN=GH<%j}p7!>G6N9u*<Jglr*M^-n_`@%Dt)@eFy8L3HJ^TK0d&%_L@i)mZ4h5`W
zlj{+9G3;&uo*)d~;@Ofn+uytc5sBe?$%EY36MGQ`Gh-KwXNwjmk_KXJ>jDe`nS->L
zxZD<tgE=rgji+cf`+yG-1VobpEstNu+Yo-{cn<f@G9baf_r^CF;RuwQ9G^&>`dZT)
zM0#+6&hkAiKY_*b)g6pXXLH;^f$1?5k?LmvS~w@r0X8xZpx-A1$vK!84xT40w8^^b
zbV^_Wwg&l;xhL%#$brMX;MivOy@oPx8$_PqaSYmLyci<(#iVcc&7|r(cQ>4v#^(P3
zng0N+ct!X0`=W9{lR1)NWJtIc7XtQ)6NwxXGv5QfhGV9~H#W2hGY}^?2h?8PfRYUE
zEr~cBNChaRC<RI+Bqb>&N+!ulQUN7Iz<~yRPY<2jyFRjqU3HW>C%)bBXpZv$7!aaF
zX2HD37Z5)gxb2_zHp?@kIw9Rf=JcinnXHu6DFMW`;bw@aR6JVh>RL!_sR2c=F+nLc
zo3GO766z^*=Jgtdwh)@lPD^d7R2*GCp4z;#)Q}5GsavW+Qi(t?6EfGwJv@A~$|JGs
zhWzv2!HJ7%O&?LOWy+>$)S5PmL$$9I)6zCc2_1D0Ee#%yl2n9sECiJl7~<f!qR}K5
zU3XWiNl7hJmno=HsdWxE<I8O|4+#yp)3p9rbQPgqP)b(3ZC0UMTqdfe*FaZNTT<bc
z)zXwpOe7_ip(z3zN=2aG7DflC%ovO81&GLxN%aNGyOpx*SaidKd%i40X6p6Y+NK+&
zPmx7N+By?WK+<U%bEpq7PZUe8sn`W&=Nt-BK?zI%FyQ)sWRa2vFKd%A6KFg{n7`w`
zF>hm#V(~WzfK7}50V8_|B62ph_q<*>KDuvk+#34n3k<ctGI^bJ(j<L0CTt?)dV?Zl
zoJ5~$tkhIfFU+TX<{c?g1B^Jfm(aA7IG(gAD(E6op@jp|LB|vUB#g%5;E0nkdqKq9
zj@$<V*ESz}fM!o|5=VHE2lM5?e0ckz&t2_ozC8WWeBENug4)@peJ9N%y-wM5ss5g|
z8k7XpDM{%{o9cL_r4<w<Jx+B)u9&v(RXd^OEd`}C_)8785U{kZml%EL6s4Bdm5Qd)
zkd>gevf>uipv~ly6A|hyc>rQ#Gnujn0L8>e-gmqald+RNql$X#<#=VMHuv>-$c8AC
z(ONYRE!3_HH5AV@RF5v|ZQ4^-f_lL~OP*PP7J5PHO$1Xu;+jK9FSzQ`mf2-UedVn}
z$qY87yVPJv=maPPz)^#1BGG~QcawSaxEP6xIRww7jprA(0EnA{F>WWw+rzu9&kcNY
z(<@ru^SI{~Ty5qEOYJz?ic;cG;uMlwQIseJfJ#+zlYXp&eksWyTWF4`wA*WoThKt_
z;Z@a&WwsousB)c^6*o-ds$DxuJrmPT;ZtBJG}thhP;CiRfRHMR;N$MQQ%6ToUg;2q
zjS3ov65`auT6v|XZB8XCW)#b<p|z-?u(Y<c2Y*e~@1Bsp?><}yn;hBV&PFCh>~3e<
z>~=d|aubQj-Xq-15I+9cjxJnX1Fj^t)m0(`Y7TWe)pC^fN0tLr1*T2Y(xtxQKqswd
zh$fx2q!#LF`qrhOH0qpT(3JG_t;M*3N`U05Kf+Z73k!*F%?7aH?rn9_0E=m0eZxI;
z9uY=Uf@~y-F#w&7ruUdKM4QI}HzEq63Ec1ZIGp;;hZhN=tar{VQ@c=>057>rg;cWF
zQjmm|Jx&(VQe0bTN{fJXxDr040mYysWM0Ftz#iV_3|I*SLyo+BbbP$p?_&YI-%T~Y
zcTV;(DI#n#21pxjNgIn3w9WW(d(H0z=5IUwwlRIg37H~rOy&=5z_)9O8&3q-j^fuK
zSR7(DCjt-LhW`L~zMHb%eA_5}zYmukGRh?~M8S^0;7maK?KvjqI5+PG(;@|d&TdWj
z?g@?*?n&MV+(5T^@7nl_Daf1TOy1KVWZdRS#_=ob<;PyU;dZ`!B2#;dn3+AUNc?kq
z?PI_rKbAy5*iOeAlk9le^e#`=HRy7hnA6a}E7U6qVwnj6C2DO-9dE)<R5X<&LFy?0
zo;I1}j#12WX0*`BDH>fn$*?vHZO(@iWBwGY{{ZYWejY<Fb8_6#2>`c{9GmuW5w2()
zovQ1JRYWIF(-1nH)T_T`N)s0?b(9zL9Z4ai$qR8Zk;c$9UP|RFX%wTGwS-&sjc5Xa
zmj>)0C#6IsMhht>NB*^1c+$1*Xw~_J&}(1lq)8!)3UXScWdMMXmVp6kOaa#6TC6%@
zAOWtDMn>}!YeCOZBWQv<-yB_AzpuA{fr-t)+%n<`*QPtR9dDX7u3&JhRIPDs1$82k
zscMZFj+RhDR740<y=x>Nt^piiN$fWDp8cdvf%f%|AvOnS`y1RJUu@i)NCB|5j^L4z
z8=S|XwXNCLF9@Nu4a4?CrU|q`1Jh`<fSY<pt)qrafpQ?pzijsDv|dO#0Knoi1mnKu
zPBYjTv;(jm)webV*E_|rXxLu!dma|+ySsP7EA`hnn6@^ye&6rR4BUWJliwy}_5^K^
zPIClr!9Am}x%_00QLz&jGs2sDkz*2I*b!mg=Klb|M?1H9=i%YUavaX)(QJ;=2!n7h
z-zvD`Lt!@-Gnkk&9j-C=JX4vu{0+ebnC?jgW+xt}hk-q|BLsm0KJzm-gOYf?c;yI@
zG4{l4Cf<YFyu|PW@41M%foodgMsMgr;uZp60!(^sV~bk<0DBQKP3$MJnUVzefuF#T
z1>=Z4_tS^llZ?)=jIBPgs?vr-I)zdbOrWZEi|cWQln3-_oKo5l0!$P{fMP%*`FzV;
zQ2k9!eLkD2KT@A9Zq{k^<!zN23uMzGpUYS`NdS(ix74t$cH3L-WC;>tY$G^`Hz3ak
zw)+VnfCR=wOl|3WaOHl!M}FoPh{Jb7_C|fWy$ROo+o{s3*;*s!D=0M;DQ?P;O1@UL
zhuVOTF(C+fs8W!!;)82#=$dU6)YdJHRr*eafk#bUM7Lah1OYEUM5kJ4f=t6kK#&Ou
z2M0FTW(EvF$b-M6d+xfjax-B&eZ4XW7$>wEZsOK9VQ#Wx25nB6o?ia|*_>?Y<!aZ}
zNY<ZOq-wPlgQ*nM8k+_7Zb3~-Dg`iUQvd>^)KrKksKz#{M%AdxzcZ&+wuV9TT=E=S
z2~SecRp+HEVMt2baRo_mq%Efr)zsR8abjX5c7(=r+(F15^NS0HYij9`<1E!wGSko<
zX_ww@4o*DOC1DG|{oqZ8z;R#4b@vC%2KPQ}OfT;HdSMg^H@5bZ=?4-`fPu6V91>(7
z#>AWCPu>Vn$TBU)Z}~%9<E%Ye-4>=8WlS{9eHA;c2FwgLmR3}l`c_<0k|2X*l(DGj
z%cgOvjRm&qopmb}v{m(NrG!K*H$?G$m6cgw7ZQNvp$SVwHiP@v^S11~JS_|E>wcME
zowAH1-|u2QFPWc9#lfA22ot>H*77f#h{PDS0o!e)(>ZHc)L5a@^&MAE4>pve^`#4S
zt9r3X1Ij_uoKKd|m<&4NB`7IZN7AFl!g)tZ<>KqQ)}^NF8jEWQqtGd9kxlas6(}~U
z#~tW-4U^JT&~3D-QqX-_HV!%;J=*S#Lrc&rwKm+VQkkIAn1NNQR}#%DSA``Ck20a|
ztBQ6Iw+XZ+QcdEus!bg(Q}W_Zny;bFdZCn~P;n(GO3_ByQqw}xmKH+M6-#WP3sO{q
zS1o*VMxjs|uc3V{Qa9Aa4GST9eGNDtKxGtV>U5{2N$Pb=Q-mohTF6ol8jSA-ad|Lg
z$cvDDpjZ!HC5D=No4@AJZTu~}BkvrzMMXHb7N-`qt;G_hEoDklluVT=OZt>alY5zy
zkuj4wv|Bm*kZ)^e07L=8nZy`~A7Osr8}DoTaE@_4(Rd(dxV&U<v~bn?yN_ovoBM`v
z<@++X3q;NRww&7H)-V8*{g;y@pJ*WW-23m^`IzD-vBBE@n7Hl<$bbgMRL(!i!Sux6
zGXvh_+lMcXMTzIbc3a}a=XuYm04mdMjFTeR84x%Lv>fCejFTeyJ5E82@e{lZ&cp#9
zRFW<rM*EO`490dCw3~>X=K>Ap+%0Qv&pkRY84r$q@gSgjPEDknK?DPA*be6Z0Dc{?
zB2V5nvA+9Xaw5tw$768-c7iP=MlEaJPh%gMf<O_O$M%~Z_TkIjcDE}BZW`oa6(sCG
zdjLq1Zb&}j<6taqPYUpT#{TgZJMItmo*^~^0%YC{T-c9UGlO$+2Y?tCzpl_@{c&qV
z$<GZ3caa=^C%z+mJfe1(nT(r}bBT~IBK8CmxZ%zYCnR3`;F0bG8H0Gd0iDcP!R|m3
zV$rbvh`sj#Ga^KZv6PTVz6SUcXq-UddugTf4$Ry5yWdk6u2CykU$NhLw#VD<Cg*}?
z<6<_6Cvr#eoNqaZG6WemF#`R*;%{IsGoA^Y+(qI+wWL_)HYV8Hhr>ShJzm^&oqM{^
zxWwi_09e7a_w=2Jl7BmK?2cED<j*d~KT&BB?fSl-j~Yn!o0~+Rz+O$S*c$`KviV#7
zO!Dvk=(LagKA(-<C*!MkWHxV@&EqUS<sZr&tp0|g{@i1aSL)s$*XlL2THb+Ord2Ul
zQA)jEN~<p^_Zf9<xmNWu(A!O^^@Td9rL9_4pbFLs$f;A|OVxC(YJ9J(F{#kiwjQQ#
zxu<9<6w#D`l_?z#DnKXAZjMCCK?AE^*ZH2WPS<tHT{eeDpn9KN)*DWw#-7skClV{&
z3Jz30w_Ab`2?%K&B}yrS9Xe%3r>IpH%|(4v!L^qfOOL#yGP0tgs&>ip*o7#lc}YM7
z*Z?Dsg4PzLDXg+oG$XWKiDoU6weyT(+9_(6kK>a2SC@=pNPYd9*}=dhGmzr?Hexqj
zPmn5keuMRgFjk_N6%L9@CS9yssR}?+6;gbvc3nM1DEi(=PzzKgK%5%&E?=YRPMf1H
zvBsWDt<~#qDP>6L0c^jgQn-poQdQKXxExEJB>;sfwK(<emEsRIX<#%p6R1;kgqlrJ
zA3Vy?ZRM97BB?EutDvD32tYyUDIqE8%?@GYJ$Ur%+_vtCR<dVN&>Tuy^A&RAlzk{|
zB%GB~);Lx=in><5G}}Ymeq%T8jv<Yo>ku3_ckoLR4yE`Q)hju#TdNJWilor6$%=Yi
zDVFr+X_8PIQd{|Cw(KbY1^JFBtdrJNamKn<rxaA-D^Vp%T8fmVDBP(;-9<_ys!XVx
zl5^76;r$+{3*4v7`ev?@I>i-A{!39xdP(W>)zq~s2dVaG!2xL>;>cE&s`B=^qNt}-
z(<<pxG3KqVx@8h#5md=?on(@c2y~yR7KJB)1a<L>I|nN}Z*i4?-)o%?_l!iw{^TEV
z?qY3wK=&$Q!gr8JkF;6^@+0zyk_Zvo1Yc?OyjWb=2ofReZJFGFE;g7uWLwvX7ml{!
zorAf1W-b9bz2G++TYFwDl4pEo!UP@>B4BrsnYsH++S53}GEj@nu0WZw7QbnjwohXt
zfSBJVH-p;N#|W>J499)h&H0D9bD@dN?SVG1gKxqPV>g+LBZHIw080{Wk&-4e0F!fj
zLP76y_K3b>eUl^CegIGJ48+)Pd*B!`9jya|Ou*CePMiSclVsVr$|obJfh3FAjli(J
zU>F|2%*P5rowqV#O~l^UFa@qR+`yTP5_c!OXA?6pVq$jSCpjBTNdEv|Z$dUOORl=k
zD>csxWw>bkz!r1JiOr5N>XH7anI^+I1~?|xu*fzf-!dlgY>WxSaRImG?|$Tsv5|Sn
z;dKESjGT)LB*56uvDgdn>&$f8!MpO_U94WmP0aTN#7vv#)-x8w-xF*Y`;HMY7J<1l
zbKH}QNBwCVaS}$~as*6CJAQLG?Z8aj#E8Af@BBoYVh!!XtNz}-;bzj>v%3HY0nZKh
zZP6k?h@R0S@Ak0(PrqP+nYo_CcM=JJBXOO*XNZ%0Nx$1*P9UA}7B-0C13t6b^CLO1
z!P{ZC2);YL*UwKJ;$XxNeZ~Nr*k3!w!vJthA5FKoBzu{*XRw(ZB!#U(2n9+}2>~f8
zQk1WyAOwjjB#3}y{^>RxUpc2$u!h%C*rY>+VIMG{g{#X~LjM3^CZYn*Oa`w9B4O8A
z#4Tqxw+FbrwY9fv7FiyG@JFc-CL&_nf*{P<bxGguNGE%XZ;~elL~)h~(J9c{+<voC
zs8B+ePfpTkX&X_3rq@>SdZG0ns4OChgu+Kd=dY=lCs?VbDOQ@>T46zXD0-0!6@e}|
zmlM@kvbuz=u9PLWT3bp-Or)f!$_4iZeQYxpZAmV~j!&!xm0!|_A8b*yw^Go0v1z7H
zQ9)QKONB120RXG14XrnWDv4|-O=(?Ku2fXE0X|g$O9e{mNeNX|OHKxQhhNs3N`QmV
zu9baA8227=<*C<Pan}}QZaAf>Yaj&5l%*9Yzz|BJ0D>Y7Ig&H@gL}cn$Tk8l2)F|1
zF|(1FC4*$v&*7$)jOXjGmXztVG;|;QIJPTmMTNyxXneA=Kpk{V(w>P;!rtq})m2p1
zI$x`)ex>!@Zq&NBomnbUiCeCzY9y*j>Ng~uk~p@++|8ok`bfDO7=U1byzm2oYk^^t
zCS=$FYhU+GhHQWXLAv@Jvfj)z<i*TROy(~gu52f~+AW#10uEKJb5d!wGP;D+u(H~e
z#dA$owy!M01XQKvAS4I{vV|ZM(4?*v#u`le#&aZtB74CWu>$-6;s?GC(b$QZo7=WH
zMPX|L-TQc-+ZmSX^rzGXZl2=+yj)wlYwALSDw0}FHCcU<0fN~|*a-;(>ggd<`5FqB
z5}F-Vq=h!?ibkl9kW)ppq=tj7uBM&kE>?z=hfucy0@lkaSCot&SA6!F5tsvDBM}GC
z+knq*-R21pXV7{?ekA}h(YyC*au&!&N!=?_X_VD2ilEcDg6b-pY`siS0u-WZ84fTC
z660mWDZsYFi7o&ZnaAdD022V-Hn;bQ#NN|UnwpANJla>@r*a7EVaFPCq~#&T)RP7-
zF(7x2GE3I#DpC=sF-NE%7Sa^$GfY&W4TKJa)>0*!o}Pq&l(@HBK`T&isn<%-zURx~
zzje=Wj7gJhZMoVnY?u%&1Y&Q*WNtg+eNNHnVlQzqZZf3kwN5HNb4m+*5R}HFOw$D*
z5LBhpRQ36ZCoae!03(KUb+4q+S5ViLxa)1U%l<`5!X_4~YQ)pJ0@9FD6V{>)x_~?(
z!*;j#n|YpbiUuRtoBe^!w;N6F2pj<5l5Z0?v|M7_oQuWmCZn|VG~ouJhuIE}ro86X
zk1;>xAgw71OpqiJks=NOp)ry&G24IQ58wxKhF&AQ*m>9(kunT}e%`s6GG_C01AB;b
zf;W*f0^@8)wd9e3ZYjt&{O)c>0I}`sbBn{6f(&{Yv`)qhV*o{tIB@H}FAlrm$hJ4Q
zz6jpJEx7`1!vw^4y!QJ{!6Z(?1mr{}Fq}--L;`-CTpi;Z&G>UM>%8v=5Ka$c=uALT
z5a+k{O``H|7wWMdg62u?WE+z<lj=q--`o=%ME8g%KahiK48}o=0%96^ltMryY9S#p
zDpHkXgn%THr9c2H0wBoY5O;g`YtyiTNFe<?18w%4THr=v<jE(8IIzi#3C!LJ+HshT
z&l_D2CF`|qikhYx(kMQjy8U6)Y3w$I8S3b$DScz2R+S;OHd6$sNGiWwFC*xwPn%g;
z%~h$gsp!hI%`h9ONnKG(l`abehbdN|WkjGTbhhL1wf+1eI5*Er1FLFSZq1`irlzQ@
zc`Q;>KUVUthN;<c=T!wMl%WY)$he-6ZbnHHxKnaHYbi}fFxOD>-6;i0ReP+vTIeJK
z7}MHxJmDW%^4u)1=p-fwQH$LBt2It&^hPLodW#BcO<_KI;#DtIz1Hg7l@eS>lA-&%
ztFKFS=bv$IzT=L%;p$tixThASVpOt9iL`x0la8xL504)fh4=^J=eg`W<9bG=$$Bb@
z)3lndVyQ^!6<XPDpHD)hE3KV9l&w!7grpSJl&Vyt)c_?}?N^;O{Z%2AReXgSN0y2W
zDJr3)OMOK2mfBxah$iJPIOq_Se((h9Q!^4RKAXgBCJ2Eb9-aa~%#sL<&505Q=RL%b
zBQp8?j}E*duy@Rj_uZyI^5+bb+9J~#J4bSFwew;0@ghLJU@FraesTBWm@s2`#rC(n
z0fCTXCcuznm?Rk>*u}sE0S5cWp^hQX%PsBu93Eh`hwSkq-@ii=>KP{_V)4Fr8T`P<
z0Xu_oGikJw{5F)E;%A8e0F_~B+j%!6UlZO3sJKsHK*oK5?g0mTK)lF;*N<>vXXD1<
z{6sa&mX@>e@ekz=ad2c{$u~Cy-}~$)!-jL6`_3Z+-e$%kZNxA{P2k@6IS>u(b}=MH
zu6CPF_Kxy%+!H;d&db{OY>w+(wzfPk4cxNu_k44S6NxvyjmV!!_c3hR$ESxfOlK2p
zj`)#aMWn&BTZmpJ3B9+z2+sC{I|$71O`_s2B0WJeNX7@a7uv;(nrf<=M-u%b^%Tz}
z{Vvly;|`|akQ`}gb0TCYTn}Nhwa;A08BHZkb9$v3N$RE5scEa*bQJV{+2`9`ONJC;
zY7NOyh2M=oszLX--`dxR^~4AqA%5ErY00@bKWpF~Abok;OujFFc2ODg0Pf+HxA*(9
zjlo*yFW2=QOO|QrpLKs#UWHQq3RyuesChbLrlO5Y1x=)tC?}<)jFNbhT30F8xcAEQ
z6WUQO1X0s#R4%Q@5@eOtS5Y67r?`L$S0kleT}$%Y)21>2zj?^PypUvmJIrtre<5$<
zXfu*UzX=>Q_w%tI7>#=p7&AWr*0{?*9x=N+$a?QWp3_d9uT!9XRT?&<O<07GK<Nlt
znR#jlsC2f<h$&UzPa3UN4Q&I7YQBo9jnWAX)ziIB;)TAT+o(w(q>I6s1Wb;rR^D}o
zQ1dP=rxIni8&Z(s2oWf81SlAgV8{gE=V_$pu4kn|X<D0=)XF5gPpUS~qK8GvLyN0J
zl^qib>21^|0&fWeiw~`Ajku3H`-Ez?wj{~D?qks4ftfINHsO*nAjBI<w85Q;RFUp)
zBI9jynDk2Suhv|prlHk<l)a+AQ=}o3^)?i-NZOyLd1*pPNOTEXiakJKH$lnOssf)~
z)U;?s1Zw(dtV^#HwmyoDHEBysmrI{p%}Nl2tjQ#CK7TFtZSCE7IlF=~<GZU3`o^X^
zU}PC0)0|kDgXjg!jtDm*@(75FTeY#;`v@}|in$k7c`9C!SEK9gfL5>7TAL0$(nZId
z%|WMHTqq!xljf}|T2KKbk%}C#%mIB5X%*DKE1^$S(>YAQRGA)g=tD~}B`Il3Q=(MZ
zU8R2gGS#zhHY|J?2s(|!E4z1tqj_Z5DJQ%}LEqlSK!SV0B!C3mF;7ua;A)+xA8>+t
z8$#AXNAE2}2uczzw+Kp7KBW+uJY`o;qv@^`)Vk)cRD}TLJt~z?LWQNmmm6}dpt|x(
zKvERK5J5dIDYBB4QK;8zooQ6m>PDYLs0NaN3TD^R0Gfp&7f`YUugxX0<gG0wM9j~I
zR<pg1e_%Foq#T@v?Cj^v+m@C#V_jNJB?5ugE0Tu+h0tl`H8sPfT`ncp3{q36BIzr2
z!r+1%=}>ckYlexytrC?QT9E_hfi)U}mF4+l{KLh5KwSB$X@nrQ<PhS@LdL!bj9>DI
zJNLb<wD4l$J-0da0$^C!`%Lj~kkPblZ{jrphW*QpUo9=2>@MxxH-TuX>+Zbb-Fe3z
zb$3&)DNAu`+^J<nN>RkgBnXk7ATmYm77(Kb*Ukm3H{J;16N$K+=Nn*PTzh_CGjnLn
z*n4ek0|p0p;h^_)-v-t%OghRZB07lL4d5GG+jBVk>|n=e?0)uwFbK8?lR2Is4{unT
z8Q(G5*o>372{ymm^AK$jdthx7z-}BY`2g0}qu&l59D{Y=6F9uvWB5qg(gE*z0Pu;O
z@_R+I6ETw}Zaqj6ra*%c-@l}GfHSt&;Y>sbAlf@cvTbRRn9P|RH*d>!?4Qr<hrPLO
z$@IPZwGk;M-HCx|%zD5QBKDEm#fTRp`@{lB*u?!aA^_g;l$(pl1_``PuMzl6Uxj15
zT5K<|HnEfK1jr=chU+oCyTkeT=X*nSuGw37d+_t)6U2|U1p3U*;y?y2E;tGFv<L=Z
zObZcWNtwhLxwjCRyudahWRgjXf;~1j-yA)FxfhwZk7E&-o0-k>AoI)KFP{qw-@XJN
zcKzb{@UY+C5}bP8=Wu(@!Z$Dvb38Dv_QniaEf9O{>Tz;u%t;rMlYEOr+dkq>2EjAF
zCQifcgyL^FF(VDnxIXu`gNVKT(KkNe``+3PBKP-1iS>d_`x7?Lx!-JBcyeHGe?uhR
zPpp_8$GIFvaBUcoV<N&vZ9RqNOq(ga`v67E7!iW3nG!Ds(kF$9YaM&TXU6@_#@58O
zj=kZt<9_DjYMG1fB4W{j0xk`~z0K`~Hn#RTgX&D?<O#9Opu}g^`+<Qr09s=<oDn;4
zPpo#f5A=wO-Y_gckTJvIyG*U;!q?H^)w`^Gb!%ToiimMYQdWg23PQS)q^N}@K;$eC
zpk~4%@spdBR=$riOKyiy8&RoYilrevVRFi<TXe9lq>tLNTXUqTzOsU}n-e#|?LLzh
zv~76%lW@hi2E<7q-#w<-oY>gpG9CwWWcN2ZlKJZamhPV9-#5*;>les=khZ4XqY7C<
z0v~Djn_5(rbuCLm%gs6F1JXiTY$vCwF?oqiBAN<I&!(YIEEbhclFAvBbT8(R@NsTI
zUs?qcLV8l9t-|3-GFmS!Yg+q>PMb#KjimIsRP41#*)mUC>jf$xi0D9C;#1SV8<*<d
zOyx`J)nCe8U9&%{=!g_7FC8zgVQ>@)4y>6;id>!pA-hc*CK=z%9z;f$0>GUai?&QR
zZqC`>@qp6#CtKD~!}@8Zs-koNy3p&4u}r&#w&1H~o%OiVf{@~AS$qW~EGbPm(%jqX
z^!`=kAknR-S262uB&oLCEuw;*#?pm#t&*jXkhLVCPPX!#m2`v@FQ-w~x#wEdoB3u|
zohwdA=|v8lJeI;fm`koFp>8HYJp;>YKeGVH)Yz%0rFAdTy!A8f!9&#UEtgWDK?M#W
zNm@*RWhw$v4Tu~Lyf{7c9}k#{#OGi%-^_*_Y$IjYdB<DVC8~;_m!kj#Y4mc<Do}cY
z60i?b#3Yn}>Xa~25-rB9aWX7pA`FhlzI&LGLBAJI*FRM7cC0e`zLKuCn{2rWDIRN-
z!I#%5f=O_xMKYpD;nTT5rKnajRFtTG%~VgJ0i}HqveiRQm(o&~B_A<PdYnr9#D@I0
z4mXbuO@3zF_&{hFcVza}`}dK`_OpHFExFp`K8XZoWSzJ~*v#hyz=MqM{BmaVcHKQI
z>vShjYMm%+%tEVJsclcVA{c2DZC9lZE&xj3TP(m=nCoyQwWik8g$ia(Qj)gPTc%re
zE~#&*w$f6|OL67-i-aekvvmM+nHRU)ynVU+;=W%HM(=z0?_(ByQYYL4ZSe-zz@3Hn
z;P*T2Btep9NPvCj(VWD{`cw*3l@yy4s2hR^+6;@_Th#F3H<NtYeI)PPSg4B;*nzO!
zmO=Fmrz?160$a;2eS9I3tBdYUqSq!ti{IPV2ZCdB?{SeZEFfY|@-8It2@q~>FMWmP
z1b}gay{32x^d{er+-?9q_5h9p=H6U2E_@=y?UR@y(|q1{oJI5Y;3xQ6!y90JDL>jG
zGwB%2W)4leUOUVH2LL&XW-q(~CL%BDa3CHd{IAG4&73-&vu1G6iB3d`x1@s*MlK_@
zgq@EJoPQX^!~+0YBGGt}AV&}<_z^pu?l4I=IW~}Fo){wcIk*>_iMhrvi+b^GyK|2Q
z%nZC+OrmtdFNR$Vq1q;LH^hwN1Ylr9+XT7w!6Mf6AY0n<d*7%`3EvV9Ok`&Aa$tjl
zp4>5m_>7(MHUd3h*ozqAWXCrd2HreaYU}{w@XNie;52iu5p2Xcu$$}#een_|!2bYf
zjvsk}Fm3z*?=lIT$l?Md7{2fX_s$G=$k<zlBEVxLemmRLWA0!8Iq~Fp9t`Xln^^IS
z*IjdmA}=Q5@q8TaLHC<&X>%8unT@2GAAukMGrgmT&Ueml>Gwa{J@{FT{b%t10B`K#
z_}bb&V>a<RHewxoeo;9l<VFd|+>k`t=VOy`l0b16iJ60Z-gnPyfw8v{nd*z3#EcMN
zOj!Q_(T_+GJXfZssjYpwYDQhDebt0C%P3QhEkp|h4x(%cDuR#!CIBQu%w`?Ah8y+I
zE*FV@z1{xqH;Qv{`GpLau#@OxZt;8Pw9a0ruVH$PQ_X2wLuEnDPPeHItcw<D8WQDW
z=D{tnlLkVRBaEP-(YbCM)_kpBSp*bltT{9^N;e;^YFj7GT4GHVI*0`Hy5~urHT_dr
z)HRob)z5Vyun|vA+Cx;djouojVG!FW07NAukY#F8hZoNwyLM&IhPhqhW-Y?`YBGHp
z{@Bg0m?^Zj+@s}&S4-w4O+T$vgdI|;HUu!F$~5Lz5D>(=Qd8F9R~nj@R-&~PDN7`k
zDMYBKpQ%KdGD(#i^-Pl>@c?4r-cIxQ*m}sDm?yAUnHigQfdb$QiTmG(Z}M&2n|L=o
zM)<7G+Uj%b!-QQiSyxC_X=<t|%ZUhZu=A|-pn?il(4bbB>X4&wR3J$sFyAw3$)=~G
zeby@|DOMe7j<S-Pp`xe&hZb57IFeA3QeOa+gA+5ZkLbjMeeEVd?_qe{gElx~<X(Ml
zL{9Vf$8aDU@poTwefedj++|~yq=OGId&a&|vYl^Asa<2W{I@`-Y7j*@(;uqR>FEeF
z)QV=y&AC5PNLh}akUDw+;))yP$CFNvn$>6?SN^mu`g&^WWD>N2(d0QxQUY5mJ!Q41
zxP&9iLLDn(0c(RN9)uZzxxT;{pTa_JBJpe3Ze~P9<lg2pCet$Go?F|1yFRad)`NA{
zT8nAru(hJGRr8Cc*7SnSFYbKn?od=#C+GvnVfINX1yWL6m;{3$gpYF0yuhVew91!7
zayscnA#Sm6ButdGNaOA%AwY#CB_<~1M!l1WfC(7;Ou#+N=e?%AHC06;seX<3sa{Bw
zy-w?lxRGP@xYClmfJp}C{{Ybh23xE<vbJLW8au-MU9Fa3?|&`Ooo&Werk-t0IML}_
zZlO)Mk|N4&L#a6i;C6^IX`GX|AQOQ*+W5y&&SG<!9LcSGo3skl7VRZU`rdA#3{<Jb
zlA>0(UunmIAxfBZ5)H`$)lsZbxcxfy4GT|xotFHyF-EG5EpNaht=Cvvi7pXxveA+U
z{{RdNpt~M=b=|+*bEv-I-MyQW_{IpTKO2F2{{Xbdc(u4Y86v{dVR^i57M#SAEKeEI
zzF2*Sl&1BH8pj?ULK||HvrlD{0QstMEmkc_`c`^Gk<@@BCyM_7sI=;b%Q|l|>24q}
z9b5XEDl}vV5{{!xk3A11$3Y4}JwXZ~KUdZOZf3t1IynU9+<0;>?Ay(UUJ<Q@Pp-z&
z53l><JM{49V-Pkm1_0c4jfJlu7@Wi0y{j`yivIwW^QfG3wADpB>{JI<3R0egGV_o0
zuc-wEOsA<T3K+I3qMD+W&nl&dsoelePqwz40^okl#DxjG8G=W6;C=o)PcB0<n9cx$
za9^)3QA|mZn*#&_0QHFX9+ALLbBl-@_dCYhk69)WH`qaquscbP)`5I)z)tv_+#Sh`
zAMCbfBZloQ-=(uX?cxr1uD;7et$g3@x$Uqf<}Eke0OuDX#`_(|zWt56@eBH%*$^%!
z&<CbQXMh}w+c~$agJCjum?n1NZTACA+564gzgM(6@apkAO~9LMP2k=w5GN$Z??gu)
z&E;?TG0UI(qS8O``hS1oc=3ey9mt88&9HCWSi!VO<JtVJZdm2P+d|Sm@cMo?RG*Bm
z=8K(j@A154f83+_L$#mK)L+|-d2^b{{#0`<=l(y|1bTk4sQ$r`lOC~vCni3jf-eM-
zkPHAsby`IIxXyD~1Dbi1ch~iUZ2ti3#-tfHAPvo}VFV5^5+rxV4{!*aW_y9(zSTJn
zL){qDwB!E(aqR`a{BITU_4(H1b<dGG$Pg|LdyetiCf2`rg9Zs0xr^k$&-p?H$8bA9
zBZw0{?rk8PgSgr|U;_k*;hDYnj@Kj%=NHCEB5lQv5Ch!$0ihYOXAIUFcNvA06saXi
zDNrdOkqQJ5t3d=r^-S+Gou^Fao@dfvF{-}%FhZ%T&(717kO!6#P#jxH7V7dA*_jwp
zfz*ix{+*;i!NDMj>_Hy(M36`S0Bf7=CdMv1-y9&%n-UJT8Xd>t`ke<*{#J6Hwe<5Z
zDzi%Rpes_)56ZdLthlOfrj)LeVqSi%^bnLbr6C<r{zT|{#H*C~rjDh>52H=hhsoB1
z{z_HlrB1H>5{fjl*V041D@unj5M)~uA}l5%b_875M41L-f_oX*;1k<3YYEyS);w2y
z{zp%iuM@J_7U5%X*KV^BvFhBZ%sMAo)HKSbnQlp`X#%2@1142bPF!iQQhL%HQWO#l
zpcJSLc$}L-8}0<o>JohjBi8e@X*}=Dx;H{;bxMa>NRO7SBCUX&lqD~Pt&k1KWlWNK
zh(A(-wiC^qsjUDxmzCP4s8JnymV%>B;8*VXi>B*utO+uwpQ|Oa0SZ%X^*X-(yfxny
z)H4sncW@8CcP6(r#s+Q;hQ~8INxYu-JQLp|?Xk4pXCuBrn+}ouiqSQntCcyTj-|y3
zPMNC%M_Xh2sZc@|^6-gG8d@vqK6gurQgy9IlsTJ9D*3%8v&(KupQb>orwNz}Q`F_u
zAQ_MxC{Q*bD(V6^U2_lxI`|t|g|BTiv}=bEHk*^N-uA|ApW;aDGl7k-kpyCGB-rPO
z10AHuiO+iiN&IsWju9r(410_3-r0d0&j`N%01YnfVr|xOIm}!flVENLBVjW)kY>>^
zQ6%I^6A(we<ir9<z!sm~xT#N1Q&{3yq^EkR<q#0fJ4=1l6A1+<Z7N!%s3+;_GC;Rb
z9Ap)wJxrx0z3NI1g4bFdsBP+=msQZBnp#rx!A+)Aw78baKmeJy2$l!KyCB)}$TKs>
zF<G%6#sC1=<^}I-;2ZHa+HvOtZ6R*DvU*!W6t$^96A4N|DuFWs07*EIavpA#O+5@$
zYA%mCB~>dll%$1#!--*qDy34|dX^Pb%qaB4!Qv~{>&SJgcN0Lv&{oErfk@KQ0su>;
zo|j%kwuSV*>&a5m6n><LTdwc3${FZ1FK!2kJ>Y4;#MPtKGVhV7E}u$QN*3U+acEme
zQu+^>Ov7(h1)}OxB9(9SAzdw!5|c7CT2hXcRqCz<lH|AgzKnvE*|most8gV=TFTU#
zMVMP<xJYq$LP$A|#C@jmjAqj@A~;0v5|b92eawjT0tb7Z5Ce^@Y#Z%n1J6bSF6OaR
z3dIr`(;He_No!6+jTmWbaUbC>xb<R+N}#FArKv$F>sstiElVpUN>N&tqNS-ssHsGf
zRH9^(sU}oRlO*1Frcbb$0#0O3NEZ8Cz%j!l3Ax|AO|t-;8HtSVeh=4P_@T7@udg0)
zB2T#_nU3JhSx{tKurLM0lby%+L>Ln?5Bp4*+Ww|{++;zy#M{;)+$BMd&}R}z0uP`h
zOyUP&!Vdapy}9`Oj7Xm5NfGL(_J|-81lsXy5abbi{XoY~FMaHDIEWp%hg5d=J;dh1
z({E1Z3E(D9_JCkWBpZmx9=m}MctbEZ+kw&fa`(ifoJ38px92{BZ)t)!K=--n7#~o#
zZOEKjEjHko-Y$0UIJc%xsqA=+$tJ`_`w;>%ci4mW7d#;T?7r7*$PK@N5h88&%)poz
z$h4pKF~CiTG2R4|XeQw8m>@@>xrnsPL6K}@wXy|{NGZN}J09N9EssS_;0YeK93ijm
z&c@yz{xKj#6R@@KW060{c`<Rqz90}FLB)^b>T?i8&LbjcGr8Pfx%B&k3NwBfBwqIu
z7#WlJkYm%nI77QV-P+sd43n`la&IHvNfypMBw9F93}W(j%x@U9_aMd09u45Y7LZ83
zH<{RPw3*%@<~JRICS>G`kMfUu3vhl1ruq38YwpU~TgR(Jq=5uXi-|MZ{<C9Yu#*;d
zz&Evs1|WCb?lE!Oh!S^$?UQJ|!GmIV{3C}V1%Zsr?j-DFlOrR(Cxkj2x8FVI<E}-W
zR=t1_nwJ#XQRNDE!YZl!sS5J`TBJO|MBydAm{9-_NH;6g=wEGOr$(a=l(ZUtfyd|;
z-#~>+U2oB>xH^eZrt><<C2Bwoj3kjZxH0y`W*`{3#fc{Hk7*{+vA{53NReV9Z+jbX
z>!$sXY>oc_Yi8Vs4(QG<mq>X9RGOQ#?kP<rG`fW$Kpko!YWd1n9&JrFo|SovVx2_w
zAhptf<CK-7YC!?!*fmTo#~W?xCmX9m)XG$)l%|<(tRN*NM5!o%B=nF#wxH8%^+(f9
zr&2#y@i%RT%F0AfQq>&|rUJgTttcdHMYkroHF`lsS1{}JT)wt}aTN6Ln$1{30JlI$
zzdDF%idCc}kU~=9Pr8syk<tKL<Ms>nmRUrwH$BW9%Wk>rbZAgPDNrIU^#LG^q=f-s
zKp*w9o-_JaE9=_NN~kp2hgvrkE(Fuk!MRYVs4cRn7b$H^U582(Rsq|pdEY~%rec##
z<@R-FsZbkhROTjWpM0q#pD-}m7Qd~-*VHOma3v`Vl?g^0R_7OW_Pni0?LvhJrwunv
zrMw25<ArL4JwW1{{hAv-TWRy%SxAED`jlOM-uQs2vTr@ZA$QKqG~E{im-%N!QT|fv
zzcW&R59+>N2BFbnqK9i;Z8XiQ=?ZL?)@4C2K<f}+H`3{<DCKPrPtt-%(Wq87H7#0T
zO4CtNryF3*thR>SN78_p2<hWmI#M3<6+x)b)PS@hw%%}1)jianq7uzfLKIM`LFs*c
zZVraJ)KU$VRSj(ll$yF{S?O@M)TGNrU`a|IM6$AwZV<9W9Kqq2T!4j(0!cfKu34N9
zv}W;fsB0RYtmm7lS5;N6K>_!cq&8wdWZzeo+G0;jXh<ZO60W0;nY0;<z`gMkf-Eg@
z1Ad+%GZV1;00w3NGGy<W5-<{GB$1iyN&dnoe1c<%_VBRXu59`9HjPco-C=8Z4feB;
z(J-rQU;u1R_MNsdFft~10lsVqf^I;PMXi{>ppQ-?Ci8G2<|JNk?;%qd%nlHf9j3$?
zw01vma|FytyTChYcyI;u9o^3W?Wy6w7tnWiN<_q)3{8oP-!|JI&tqe}`<#Ee2Jm+V
z2nU2o*pNNr21WZo^gDMP6Bj<6pnBpW0XK;=ejp<!y}T`zhI~FiKt@k{bSyLE{H(xG
zIp5benHk$~EpdGDFWo03K?V-sji3_~HX?i8IDt0;1}t$00@k0g+)j8d0l#|-%-~E7
z@nf~%M;AMfa3s4C%fFqhV&~n$`W^PuKei=q;%^h|BWuBnSX<YG3S^UcH@sj2{0TYS
z#t#uD<dcExCT}JMj!Cd0Cl=raEPX%&BhqC0P5|yL!+X2f5I5M^*z2il-X8m8J={6v
zd&G&kkOhUJ{p@XP-oobFjtRG+pQwXlGG`KQ0kAePXyP-RY)Lqa+6)Ms$OM5KTn6B7
zFDHCW!M-NO3>YwHfw1Gxb3S~T&BMU(ez~1lpN}|{i)0&GM9;7j8_bx9n8K4IBw{<n
z&*TX)({N%*B*t_0o50A)5Ddqx5Jkie2?UMrVoA0(Ff1__1jZwWUJaSv4;%5(*X`rp
zVq$Y^jiYcd0V99HL|S-L1VliPsf$kYd`0)$aCnUU`$6><CUcL>Z*oU?$RcxSxiRg$
z?Y|Q)4nbxXU^g6tXQ94A77qHC<iKCKv(wHe5%!x*$i6WKZ4(iXRW^fcL|Wap>4O%C
zCM*mNA`A=feeD+5ksufrh_#LYNQ=fqL61^#+=#Ff=y+#lW^W4?2cGQ)mWKw(xoB*9
z%KAf+4@}6JxDsR5N$g0BiIF@P_OL1>-sd9GVd-H6*g&eoFI2ct!%KC2C4WLn`Vc>T
zOE^Lj4^xX#2|{G3go)#K<$gr2<}F>F9Rc^Nma^aK?JcpWS0KuORY+}So`rx@)VinK
zQ%xhKO9@kqq0f~?O+6hv+N!zIsi~w(RN3?AtrDe4mVoM+GGfY5l%xVlQEl1?`bw2H
zbi_%MEpukgQc*5cv=z)+)Ids5l!s9#Kp&71q6r4!Ghwm4&I}t3vH>@qGc4$Jt7TPn
zN^XLYvDRFx>q69k<47f{WF>B?L(OcYDG5uVX-X8Xs2=p>UxnHYGMTrzlCf&6s7MN<
z(}PNQHmC|qnuF~vO_vf#sre?^LJ0_`bId@fbJ4uL;Xfv5ep2YUb52Xm*}BTAbk|oW
z>QawQWnrkQKr33+(uYu#l@JgU0AudcebQSKgG`wt2$5a1bLEvM(^CY|VdY665Q?gR
zXDuYyOqEG8S^Q)zU<dS^E9kQyu1Y4?Os2x+tOMAZ^%YE6iIXWo2p~BqT=c9rWkDs|
z<vj;3YbvB_vzNIyn>B}!rMdd&^-ij~CesQDRU<lk3IKHVI+q`+D?-A0QaTLTJI-9|
zr`0;mZGB@^5)l0!qejStg9<{aYH7!l)By@8Lu*ocfHyJr#-BrEs3i>bD)s<c@)Ssb
zA_SNK8>j@C7TU)o^6sxjx-Dx>pw$>yDKzy|tkkrVX^%NB0;vH(NlHpokW#Wzl05F0
z?y^{_BDZ7Z8Z{_(MJ6txQzZ^Aqc(+7r=H8OYE+Z_Az>YoZ_wI(5cC+@gy1e`(Im>4
zpw<Bu9l1$+llWE{CGQ^<k2GmDsUuhA9UbMt34cj({Tbf1W%rX#T}4BkN>hX^Aq!j!
zB@$_TuO(MF0~)5Wq8q8jY7|ZCj1TdL%Vf|kr~ZTGBq`>JJxVGz<J*2Pd?#t|Q&nre
z8>i%JSZ&vy<;5*ZrK}*A3TPa4WYRwXrM49`%PK=-<-p_T%~dr;6+_gOY`INSO7hvM
zr+Er()?R5v4m9g)g&}BC3Q80tC|^8ep2K}1Y~Ruj9IEUJtwwD>VKvxwQUt2{6|eCH
zM3AMWNLwF8K19iqCJ<5==@7YS^39;xoKt4%g+3!F1Wa>HQzVtsR3$x-eHzq|%S(>b
zwWSjh;a!rIB}Z}oMOM|{MAbB1bf2jVQR)pdToInP>1zCsCgDe<x}^XLqDUNTwfZiz
zrUibn(`zXZl@teFr*$kTN2UTFDJ(hr(fc<DDj-SY6bQFylW%ROY~YBn#~Td?HS;E#
z2g&O-sY+53hMsU$Fp+y9ip10~h?)8jKB+kZJI_7fj`PPY+y-1Y3ys<{xHoM0>6ac6
zug|BYvU;rsZ-Kpyj|7Pwib=!)W4?P6aoTUj>HMvtthTwz`Yxfm-=j;qJ!`HJ`|njz
zm3e{!M^BWI(i8{)sPO{dB3F^+RqL7)tGdlo3~H1u13yb*nMkcz01``y>iVEs0b46L
z&r6m*X8hU?*`$t4b0fb#7vmaq+jxK=O~C+mzo7P*I4wQ0Mqr%g3=2$5oRg4uBgx-5
zI<zf&Mb<imvq);bLsNR&&{l+W07?_}Kl|z_0Cbba6Hw*ddrR{bU!_*C+i+I@0FtL^
zlM+bzmU`)x5Ks8i^p31SFoVYI`}7%$b2olj92*6E?epb(hTVynH{J%s#xJ=de;6~9
z!kpT|02|{s{9|~C2Z%_5ZE{Ek^S&g(fN$IKbM_wbCgkr4B<FAm5-d1-_2NfmhHT_z
z<kyG2?psh&+Ov?&<i^n;L9w_7X26*j`+9-A_a#~*7ZV^vn9d+$817(_hfi}J>d$=Q
zVCK_uEy6auV3YU6S_QY<fKD<8O+$0L7u~(vxvdvB;C@Hq-zc2i!2o-ce&S>gQx^J$
z0pKL<U@iDZp}oih5(T7j8JHO-YtAxbHuV#^kKHD31lnNSSP|{t(Bxc43s|vkI%EJo
z8JEh=NQt<y-F*$S@Xh%<h?LlZKo~g5oNsyF0l5<#6BG2CjFTWp-xi#}0>aQo5VeNJ
zObPE2WCI%;jEr#16MwwS*lae4G9%cT90r_@oQ6Yt7Jfr?P#bf$?p#|-d1PV8BhVd%
z{{VJRXg4>vc$nd;Ol^S&F=L*o$T-Qzej^hR-e)n8ZVpY2t~<aGkE#4f88BjJ&|dR<
zLE(`W(A&K`w{V7|k^cbsVpi@&uW%rXM!=Fy$@lHU^$-U8!1vxR1V!Lr9x_^1i>d1`
z26XB-Y7}5CX!==hND}kPAq|1l3F=T#7z*Qh9J$MUu#~&a8i(s0KqNSw6HX;SD1e}v
zhdzZAsD%PnrVv2{2NT09<&(K>&P(0*Inu?fbd>?m-;g@9<}Pg6#*w9H+OD+lV@;xV
zr1b!|5{{Od1cB7!>*;N<0+L8lfiikQ<DfI4a-S(S9_CuKYWlDRNzv%k9BrkLs6*fp
z)o}__>SehWX}~&;2UX|YN~MEAq%_uprKEHsnt>^8^|n$|`$~j_C`t-KgDG#Qr|Men
zMvc@|N|aQ!ER`sqsFfU*5^kbyNtq^0k|Nl5-!5Ky-;U@pJHR&}3+b6)$Gdx$%XZg!
z>s8g#X=zB(G_-<-=qP_=3Nn<w>H-w8V=bf0XEK6iO49FXh$NAG;DQJ{gAui+W;lVl
zl1Jlf+HJPmS^+aK$iBoGo4_9C{iN7lZelo&IB#zQo=!9H$X+O6YYkZGmS*9{%Pitu
zMCNb5p%XjYcFy2!!8zPTrbpu<06P=;;6g-6-w~YH5CAsCpj#pV;ojm2j2nrA_no7#
z5(v)=WqW8cvt;|MG`r;$x!XaNn2s7Yn#6`l&f8qxY#>Zxa4%y#0{8DegaRN$&PX4`
zLAZttV`~CnpYlz{*WM3v0GS!dKAUba>uD#rAaJ%p+nM3tk>A{5%ZI}(tlPW|#7g$G
z#7r16W^o<F;Ns*9NZR-qv<MPA$hG#t^x_1-8;Og4KYL(AZ;Nnk7l`a*XagfVi$#Rz
zh1?zcw_5C64(sK{7v}uN?fGkMdAwgWUs}s5r*5IaPy1M>QoPE3r_z+Xpu?R^rEUZv
zDsUh;dK2}1DTu1DDW5IMN+mC)Nku|X<1ZtrVO?D`?zGC+Vu9wc;0Qmu6atfGazV}$
zYYDgKV`+=}jsrKDARoQR?*w9C0kz<Rz#jhQY?xhv-=_hTE!=ODZf!5`(@SJi`mx58
z7OMJp(>(<!VzH+HYycEXluKq;C#(vNlt2xwK%OWTTT+r4sA<nJP?WA|){z}j>YW0e
zBIP6sg~EaQx=32B3`v=o>`$en-awJ>xsDu-y|){K=qBfA*xNK6%;mWAB!D*%Id?(0
z`@R5PFRC>9#uAmf!u+M73rnr^yunJQ6qnjljS@gnAS|eQMXb&)K(LXB7_h&$uc6@u
z6p&J)3P>p_P!K`2=0OA!4E;7cM;B?YsPjYbEj3FBWxw#&(O5i|5E9cs)Fovtp$SWA
z4XM7A1fc~f2^<~U<DHwj+MNxqZ5I7}zT0t&O{`{2*vEMiNjHOext+4)n8ZhZ`+8?0
zd&T&^HB?U2A$1yXLn#h<t!cF`QaJL~rKv9Ym1)%5Y_?RCbTv$rc}=7QCBml+T55&V
zI#pKnJDn;mA#}cDD}b-rsrH^OAxg4RuaxMyQi?xxpDWmpKP>qTZE(@@aLxybYkBbZ
zwV5V+`xwuE=~_o{CSV=_cD%rVVt2W|U=l$f#r^JDq<Q}UF-)n4yrhHDA8EH;{m~TE
z?<u;9l@g&Sr)g_|rF4X$N)URIuAL3K^)*W^IwhwaWyafb%8xBdNJ_4gbdm`Q*l{#q
z21Aj__vvfj!Y^HSbTf)mk8pE)lY=KY7W5H#CjPsDj^@%$wzcL7#}Pa2jfdfRzG5s6
z{3wm);N)y3djfNLp7|l2`Etk{t;;9K*`jsj&*zviIh#Qd+q8lQV0W?KxSkcWakzuE
z&H8}tY=|dmi<&w*y+WZBlx#awQsDs&G>)YiFiDFg3I3ASq@)QdAPE~#V@BnoO=pp=
z>uDs47T4x!I(wL!$54O6o<V|X+E<X3N?cKZcn0v??c(j+au&F}96M{ny6vFn-4<GB
zE<00BH7!n|y(32k4Q)zKT}c8|-k(e%+P7^0pm|A|Qsi_Snx0~(pk>WJmKa{2OyWu^
zbw>(LtzMEKrB9~RY%WO@^xXu5D^$qiU(~f)?OvqRY8483$mnem($fu?>1l?LQqwIY
z00J9G12;Lx&JOc?9Ki<nkzwjH1`h$j@?v~1bGrJtZOsv``S1eTUG;6}xLPDkk&;O!
zOi3o!H$J4vj{ViIB#|a(a4aB>s6L(XfH+b&9)dOm{^%AUOx*4aMmR*twWI($+?+vx
zV8|qoOBvyomvHBKB`@RfF?xOZZs;|w6OabeBedVB#K;gQbFhvduiWpEyx?9zJNxkx
zKrsO3cFbSg1AF4;$Ak`ZVg2!VGCLTUJDDOok)H72WnfLR*E=09%-4>YTPJOA`*aag
za&|EQ%;GZ`&Ayn<M-ki7KM|5i0`YywHYWlUpW`zk2?jtj?}3TGa?`eAZ#x)}V>8%`
z2#DY<#^X%@v$N%)yXk9&gXPmVf5s$Cn2nFEiM^mk^Al@81P%$svlxxW*d}gwH?@Zm
z_Xhrw1-+-f*|C8KgCic88NYe3oZj>I2C*4mjmr)!_O*|5!ojx&1Ksv`?}=vS_OLiO
zi_L~a+t$M2zI_fmSRLfRh>46$jw3eB;swR=dl`us7xb9mGkv4CV}To5^L$tlJTf<I
z*?=Lx6^-+|Z_hFzu6<ek<E*6{b}<Gp3BbSOBnw-+oRE9K*j$6yn+TC}Ysumhd>no4
zI}dD(k~liCHs835n+X8M<M8jn_yb^Uz&(H*Za3SFq36QUFnVo0rf>m+v~B5*;EoF$
z3!Ua<!9S51$D!Ydh=5F38_71DZ!r>n{@fi`^t|`<&U=vu1ZRtxvAEYm_@^P8g3tCC
zbp3B0?gA<#sVYj6N>q{*l_d0#Qb7eOn-rLZB+S9d<1tIjdfgMwKToMtDd(E<TwOs$
zXH!KANp339P>_(4QXnQQ1Q3!iQcl7*gL{pPZz3lL?0A%z$%Pz6ghkFXzQDmZxd-EW
z?#Z_}z0WITEbh;LL~Fm5ve>_0HtP)2*67+jLJ;wJ`iAMv7NJ!nDM)s<ooV_?gqUPN
zQ-LKSBC4u6R;6{0xk0Pxic){TX{akH>zP9Ofj=<1)HhJHDJBP&WE7;z`iyGxkSsxq
zWWhJS49riwUxp91;G4mdfMglIY%Q_Fy6!Up*t6w(HoLWGFw)%(IRVRbY$r?7TolQq
z<|;+L=mpm6sH><OVSQ-@znKlyGN?)OdemA$N>&2A!rM;N{!8kvF0bT`4yx4(LaHjX
z+Ui%S!em_vQ;j&_5}D{}L<J<6HyY76AY&Of+HV#Uu${IX8~YJ&PhY@~Z(b-P=fT?C
zj`3p84~31na2_Js=@+#WHPnf1%DOtbR^9<kE~1&{Q0OLQwL02T;QCZ$HZWkojy;RY
z-|}OZKlekVf8q4}d83q5%{soTN{v5JtU@TdRP9wui>jodWlHKHEYx|87aWBK*g{gJ
zo~xxDYEP?Z+APvivQ^evr)8qPkdCt3X+c*)ew1}Y^rp#}794J=KOKL~9J3ilSbfSr
zlsj2}{{RM}{@iaKLFTyrRr4;x`9ZAA#s2`~8iTkaY#Sd*jxYvonFU)~EG9q}7_gsf
zah~SG{{X74W{m#7)@T0!t~DY@u@gCx2fn?1?5oY>TX~JQnf4-h+NUANd!rh*oAQ%r
zG(OwKo0qT8dwF^56DlSzIS_4ZNx$}zGl_(3F^o^)Bic>oB*+4IjjRku=Xo$~V5tNH
zGGOjFa$_-W!rAXKZ@G!=II+TChaNnyZunq{0(bQtIPW8Wt0H&ofq{!(B$GD;h#>k}
zV2sRgr`Td~fh2<+reZ-cVgLljMYaPc0!hgdX3Cko4_V<4FMnQ9Im8~@5@cfDliXtP
zV}PE<(f9lIkY)$5zF<f;oQqA&+qsh@Nd#m;J8*!3CfE~TVgS6x;2fxJ8I)d{-Ff^X
zV2pxf&i?TbEis+uF&r3>2(UKWCq2hu=^ldOnu4~rK30~Y<f&nzw$e*sW=asZN<(Q<
zfshul)tg8uyjGaiI9adMX{p>#n4gxVCs3*`HcCoQ%M(c0kz(a*WY1Diq1V!g{oFG;
zXgl}s$}v+C3GeE1A~R_O1Gwn}*KyGKvzw?0Z%(bPt7X2Px_XxWdYuVb2}((OujQLk
z?JYXMCP^??IA5L8>4*3pnkp6mA2X`FUV==8vqeqv)a{r7K3!6)(FJZuQD`w~QK{F}
zHkx;8o%v*hgj2Sl%``SXn5JYlz)&$N=n60;N2CyPGA#`A3^=#B{rPc@y-}}n{-D!`
zo-|D=n!ZR5=}#fb@_JN%YKk}Asi#m_JuTMM!0Jkrf`>s~K9`sI7gK4)XgazMq@op1
zMa(q{r)3T$#4I)v(+n;2DFIEbDOF)o356w1te!=S<Lp4bMnE>~1lY}q;GcN7&B2-c
zW+dESBOF(J@6h>c?~Of>90EbhhMH%nyW4zkdftJ~T5=ZMRTIgf9%uf#P=i1lb!AKQ
z8=(N95;{SwKvcja^(3oBB-?Sfp}r<2eZ-6bH_vHY)34~=B7;<^X{5ju&adVvKnCax
zKi1MgN7AB%p<)vYN|KVDpZRB^>k^)6<*G`D6c1jbr4vb8->pgW5~r7y5W2Lq71RrT
zE)?-1+-UrZ9%N)r`|Hj*&`>4~qZ@nvKuEW!u!4Opu>x-!M)CB|R&i;Lig{m^b(`|<
zGq+Cq!RXVq#CZ;NOoSq!CBCqn0MivmppvDPA!S&7Pmy__Oa*Rfu2nLdm#9dqNdR45
zQ+-tlN>d6_oToxS3NiptOXJsExj+#5f?CGed`Kg>a*a&%$dQ;E$(YHE`V;Gz;vz=J
zG3&4s1P<1}xC$H!NkY_xB}rOJlAxrJLWPtSHxOhHV5L(yAVx^v7?Ts}iMTen^u4%6
z%yA>EpUCns;Ce_-@wO(=2p|FpHaWKnMB2jpNAR1$u{Irt0X^<#c?Z(KPVoXvfI9+@
zRiMN~z_2oAZ`=s_e#0Cf{ac66t3-hq$i4Dx4kqJbI~m&wZ}ucj_qCvcZf4}(z>s)7
zYzEky&Oz^EVFpQz%EWEjV{vnF{UT2N;wE@O#qQkC0rSwc_r#_W4g>+{W^fE&1y`FH
zNyiA8fi{d<HiIHDyv@L{xZ)CRgJItgec%(nYkQOFH#orjz>y%49e@V>AUFQdIQ)Lc
ziR?c1HqEU*!ZQRCcHo=uk$vC`NwCgf>@Y!5i9W{tj!BU!%o8FA+5wAju0~Gg+f05V
z7Z7K#jt~dUnYnjy{jnlWAdg~5z2M0Ak>B1p42|FkoO*&i2KFRz5KWE^y>lDyz47=N
z1X}m|p1_-{Ih^LgY*5!uJKy$oYs`{jKi4)Ef!tdg-)<LB-UM%B8^lSu&51L-9wU#&
z{-(r%cm#~Z7=lja5@$Zv^%gf7kp%l-+1Flidh6w^Pj9|^5s&TdzIKd}f;$<s#NK23
zFjd~lNq{yIWATBuP4+X9zR#v|hP$bxx+#82j3g~px|vlSAV48KU2deQ#DYwzmfR8u
zCP4;22k19haS^4!XKUZgHm4!oY`~3Z9N#yCaWFr3A|oE1vBa8f*PKIawzphagf`Mk
zjxARtB?$^rqA-wu0C?ViRq|es^=f*}M!i&-KP93z5lhuD61wLKkn?$$Dco(q2kxjx
znHRb4s+|j`<;^=z&?(g^>!qh{>h};$y!xktlC>12KTvDTNxEIK3J>O6C)Jt9#O8aT
z`-Q9=*l566+WWKNl`1|+)mF%>)t{o}>N)=a8>_r2-&6r+sfhDbuc!dqo<fPTNmoi2
zc3$L-2tzDXb7gW$hnrAb)3nCaAbl)-ZoHW)JuU~ESO=xSDR5}jRh2cbs-m&?svmI5
zo_)nSvPmR~Q7QsTp(#Bnm;lJ)+C_jqnV8&IkGFk|@O$KMe|Lio?UkZk?)PJB4LkCD
z+a?jX>KyH@RyFd}i(^Eg1xZa7jM<=Tq=1kVw$@%y=}$_)Qd>|e{g`a@jYUdQl%=St
zYEdd$lu1&SNh(#ulB05F<ddEu)MIN*3|kiwkYIr`20h6j-qJ(?wW1CM_sqfG{4eqc
zQEm=C2f8Q?mAG#f@5_Fs`a_xfTnpUEnF4zY#%ymRgVqJe&%6m1j^otLh4_sB02vc-
zb2orQcQ+o>!7?leJI3AZ`~mF(4-B*M>Hf&P`M#chTcTY?E@RdwY)oSCAerxuF6nFQ
zXqJW2zT-s>d8tS}O?iPmDO#FXQ)^I4hy`e{Bw$Y#T|^Q2Nf8&k&Bz3UBw*yh;ZDOg
zliw5QdtpT0*(O+IMf30i%tL9G@N$U4*<b7yVjCfo+=$H$Rfm+5sA<%dN=h6_afJS@
zd23QaQsbtPC}q_kj<qRt<=0izr=3!kwJJVVj`9bUS64*hSW#H4XjC%e;EtBtc99{}
zAf`u{X_YF8N<oz3Eon0%NbWCrfKDV%(gD8;ZZJLXG9Y%e99RK~#{hJ>`v7uXjo*w1
zGIG~O7a+EFeDkvsV=#1T(p)s9jY%!GhnzZV!l_6>Nm9JV8~*?Z0i-2G#TI%SN>rsR
z0Hq9LjX287Znoo2Ai|n;1+}4BAxKhEpkug@41i~fVMQb<3MpDhQdE@?QboZ@5JIE_
zBl=KmVls{EdV^^#y7$g7r&8;T*S3nr-BLk-viDn^B1(Wui3FK9l0xnd{I8QG#+&u;
z8NfbTxZW}ecKKUAVljpZ&tOEv%)qpFyx!O|JQxsvh!X-J;&u~xi^e$13cV(v6x8XC
zQ#iG_qW+y!q@@9BNkUUeSSk{x+fPzL1xpH1T2vhgNojFS1smZ8n^&dt3rlg<t6O@F
zNF%89CBm1fTvtj{DGw%8w571*DM&N6O`n4^Zr4+ux-Y0^(VuoecejjUhGPbA*qr1T
zv6%LW7m`Ky><!Juvu&hY&f}|#`i(16qy<k=K9<5f#XQ=4=2F-RB}Mi;#(@c2YEUcs
zN|V+S7AG7DnZ4{uuq5td9n4_jBtS6UJe|PZchCWAFv>5xdyD1ZUBGXYN=`dWk?O19
zf;Yv;Cma)KGB*<hekSBkX(VH}5$f7aq(sIJM{$TIN%xKeyhL1x$P#T6h?5ZzZZJd#
zC+BPGlkv!C*_Mdz*WH%4Ne206mSi3AEwh1aXShCwB$7cVfS8Ms5o2qcL7lB>H@F1t
z8;~z+ix0V&5x0Hsk-;a{-G)ICk6T5KX5<biy~%bY27Utkd~<h;-tCuw^W(U~1V`ok
zAXp2V$=)wE922=FW)Ew6SdkXTeeJ@SnBHPLTYGKy#DGMFCpo;ElY9vt(dphMI6klE
zt%bC))L6aYmCmhhHes7*$|W)0!ZIiOh_p|r>^L$b0&{`vEsK!`_nb)MER7PeEDEZ{
zH>T4qA#FKWRMW4ZC<U5&aFsmrk_lQ<(vaXu=u(0dMRQZ5P^Af@r2S=9hg7vz>IzzD
zR*8fqtvm+Qq$vt6EL6IphdNS_v?Hm-u6bX8Yup^Z7b8i+`gjJv)*5%;i?x*=nO|H%
zVwu9ygNiRKd29r>L2#+(I#5es$wCQp9Vk&9JY-c*q3P}sQB-x8(w5icP<69H9D=7>
zcD>G*T}nqvQo2?`diuz4r64(pt<<Y4$oZ$%v?4kgOrfTN6Vi}|kOESm*-L(5NpVmD
z)@?Q**qfY#vAHKCUScx>FTYa3jm}&3Z<Dcekkmnm*K>g4_Rlkx_F=i)Y)xu9o~2Pw
zrfE$kl-54YH9Z!Z*r!!RL&Y@BCC3m0&n>{9g>@_-l_-QGsa$<u@N>dlBf~ygrl&<a
zZfmvF>_4w+N`*T8Vv*FUWH?MBmX%6VOraeqUrBXft#UjY@UzOT^Dm0Db(IYz%05`2
zs@I(J5(|Ge+S;O^OelfYnwqgv+$C^ni2*7JaUWFHwDb!ZOe}#tN2CG*LM22G@=eqr
z8S3K<e(AlntX3h1>^%)c$yAc5W#V|!B`l}bXU~|gQKg&`M`~3(sb06(U(}g0qD;jn
zwIW$hyZsYv{GU~+$Lb{|Q`b3ElqE?7%9kxE^_kMjvQ*Wt(00QpCRD`!EX4zG%MF#Q
z>p^hEiMmo`2uzdGqLlzlNeYR8M!`!=6hHtIkYd1?1jr=jAohTnkO#+2N1JuzbN>K{
zeB;PG<y%Kn%Juxut81ETJkYu>S*X|Rx$j+XLsRS4bp&Y+=#)I6`jw7qU2`<_tZFLM
zS<>rRp+y4dKDqK{r&FqEv>KgtGU%$R^xZnPqKRkrlywzU>3P~!DJ4N>ooZ7`T1i8S
zZ7v~21QU)sU$ON&Ga`neb+YP_SdxXxGL1D&Eka~dPcml6RLO->mny1M$rT7!Vr;W;
zg2|6j!Lf;0s_G@CLgbkQ6tA`>%AYK*WU#bM2}lb{<t-B>kmyivtQ?KGVKmKoP03n>
zsZc>SAc+%+vTg;*CQ0JRH`Z?^@xQiC**G?lxtS?_Yb8Y7$o3|4n2;~r92tw25F{K)
z0@lQvY<IaG_~?I%2{$_Xv*8@+1f2j3Gkn>bo4<~+X!RgdYU)TfAQ+61i+e#C7?A^y
zo1Yk-8)^Dsq45(=Z{^*rtz$*jnPIQly8FT3k*{%0B=owagi*Nj!7U!DbS+`Rgs<s)
z&&l#xNpZpn=}7>Dq-9Db0%vls-ZzqCj~je$R5_;nJagWo&{0=GQOVUb;V-EKxOwB3
z8CX$lg5!Qut~T>(3u$Ol(Bc%@h(4Y4IkY&2&;226#Og__N^u-khX<^b6as1}u}Y~l
zlV#0A5Tqm0rg9t}%-JYVWh5Btn{9>D;#)O}%cx3Js(Lz#*$X1_r_xGP<Si!5Pi0cn
z#^_p-Y@#FORq=9S1%}rcn?M);08k(}oB9|7wlRpl-Lb?{QlOP2g&{yGDoF$>DuNUU
zv7CZ341))TJJ<koF@Lr8`;icM{YeCH(<>bqW<ko}K3e4%jm@syFXMc&?z~EO#2NIH
zH;u`W6Fu-OPva*u>E7`fDzpihnSn5Uc7g^r&HK%xzGRRh$JexpF~6)pPyoOt{454X
zAO{g*+p{cfeIPQ(hHH3hs2cBM6$#$?ffH~^-qE>}B$4(xjX#++-6*5vb!yslHa}-i
z=PBA@`=kE=SzRlpiAVxkKTIbURuj0i#qI1Q{Z|46TJsV}5`o$b6W%0~u-w}p()<qq
z+GOKgg93AXUH-_7;9Aye=veFfZEhR6=M!1<>$(n&tCfT2ReZO|YEFyHS5frzWoPMR
zeQN56NZ>)_O8c!k=P$hAxJhSK)0n`?N_7`5U`T+JNR^&6fpSF0x3DJW(Q%L?F~L2j
zx8g+G`(#>dWbk_nUe+(eefcxrc`#rsEbXrmq1SP4_}$gYRCQ3j7n$@uL#oJPsnuy!
z&Mf}`MVd;Uxl|HmPdCy9z@CwcujO82(?Y&;N3BW%dY0=ginbCgCCZ9I`zaT~oJo>$
zLE~N~52%PT4s&Y^f!@La<0V6_YT9Icj-^{jkfOgSnuk)!B%8R$Qkig$rGJb<hDhSL
z=a&<9(&ojuzjLn7o<`#AS+ab!v}5M?oEX|?stFhFeFv;?6F4J#2*LCO#lPA?Cvg5+
z)>R1Bw9Ok_kqUmYfu?Jc-}wyHQu!WD!hWFAj35kk6C}ULwZwV!8rFp3r65sNx2e&h
z)^XEV*sCyO=x7-#Q2o?{!!u%EJgsKP5vV#Byd3HdmlxfmILy1<yPHgq2qI0vAPf%Y
z1K$vB0~`Rsv|#VP@qECxO^wZm9R-d=Z&zt=^4`BiskGXZg{H2SuTF6U3pN7Vd#zAg
z5}?WmP%7w2Oy~5k43kXS>p6m_%|jteG+KXA>q-KEE>tZjFhm$_2nhxj>ICr9AZ^C?
zwwh@7&h{k2Ltgv~^BIlWk>8v0$_+ldQhhY~eIwOR8I&^FTnzOsRzqlzNn46Yv`!Bl
z3Y(R*UR_FSIm=LJx(8EQB?^nLxIqvfC?RT06q1yAO&bF7NP}gm^UKueb57-oCbSw9
zDM(X@Z6dwW6?HhHC8fw#OOAq~3#m5apS<&rIHz85$6avB+*-=kvjrrrY9&flgpy<!
zjE*LwUPKo*I-X2j+f0lYk}Sgeoy#3^%G!q0PKl~`hgh~hSMu#6dJdj}(vr#>`K1U0
z_tHGJ2?-$iX;X>@?-DrYYjMX`r7db(i&B*0+$vhsr4o9UqbgFAR7#1JbwQlPG7iM&
zJ8#@v$(!v0*5IDN-Xz?9QSI8@#Ky0Ka2hp_8}AI--%tQ#8;^&Mx#iyy1}=Xn-g{g@
zi->`|M*s%I<6-R}8O9=SAQ;T?0qPFG`jaB}`$zy7oJ;_cWQh~sX%GeD(18{JL9j4y
z&mdTN+k3n?^{%_OM5GgvCg;~6m^Ltb;X=`I#EteDw8TfCA7gR|Cu1jwNg&9RVl8RC
z?=zT?N32AUkO>34&GC~th!%|Bv>qn`rbK`7bGuPs&wcSVW@g-fnoo7bn(TMPt?Ak?
zjl0`ne#X%}6L=#tIS@^Zl6MiA_JB!@$eWy!f7nU%wf*u4fw-^|Eu0v<0n$W?gFId*
ze;2zpKph2$I$fgMKJ8uY@*UhWksz41#wH>Nx!4l}(&BsY5=Jc<#jqrI?}819u#+Fe
z$+z}EF)_4>;F5j1a$sHzTKND$jN3d0xg56#u*`Aeab_2TZ@)h6GUM)v10=-BJ><`(
zAm6qyZbt;;c_jN1eIWKA+~iK&Aa7%f8T&?di5HK!;Y@dvKZUY8TutEpj6gftwf=6o
zX#8~5o^5U|Z2I{`qzv2}#Le%Wr*mVBWN>eb+UDC2Z%88oK{3Qmz|2JNKBg>4F$TmF
zi3Y^jk#T&FOqqe)ObeSt9xj)AweSAu&pVy@-S@-n-a6<Qm?FdR9qnvxZ3o!xC0r5q
zp5o+Ra0v!XfGy|(k`8k_!2-kkb7;wq6#cdW4sIm=6Jx!^Ux*sT#{r(_cfFe0jcsUK
z=jET3^Wx7ElW)EzWPunHw0;8_l%IGLiG%MLx3Jp)h+Iqv0^1*1HXvi^0&O1rD-Tjn
z-YsjGi8lWLX}Ptuvk(Xt;y8!Xj6Tk6d>ic7D4y{E!IE(>B#0yJu=L>f-g_Lz@ir4S
zj-hFT#1C*J6WE(Uu==oO_ZEzpm+Wz#`(L*I0Fbr#o3pvpas=iY_SD^lp`N{Kk@M0V
z#!e0~zr4(!;|Fdo*sZLkO3_VMRZf>sq`H<W9c3;D5>TYLlqn&^xY;eKDg-SAr9vce
zWh6$|0tJnUj>g;i3yVO$p`fkRDiKLROzlJJlhE31l%xV&aYho`X%p7s)RZT4bHzE?
zv%d?C#2pLf<TN|&^5fiH;j>xL*=5RVN7AC%NpXOeQP5Is`wC^^6bDNBmShrPD<tu@
z(DMBaO%iooTsxp?{#Z&JQ{hUlSWoZJ(md1kE~!xku&*Uk)|ZeQDOJ4aytRQ(uWP8B
z0=*kfa9%~h)M^`6NhzmFhxCY!HLXKauGK0HRdq|1E}H`3gtm)98bW$d$`cktVITnz
zP55hl%*-{ra?CZwi=5(Tm79gy**=Gsk-JuEx=^A0UCR}$=(NsDHHxijtvaTrNdYTe
zWi2&RP16}vvZ{s<6VRn6>v5*EhiIQ^{{SIARYKqpXx?VEDoTPBk_|GQkMW7>Lg8p!
zwBk_e6p?2n5p<kfk!z6~krT8;=6F;0#2w>rw0{AfBk#yqFt_kXCggJ9`oWu0G}Hao
z`3Jd*%R`K<O}K@&v=~|)N|3aZ1{Q^cl#?SMSd)D51B0EW_L;l_Jw0M#BK%%8sn@jU
zm?~E9&>JYK2&`#sq@`Y3*{Vy-IM^v4vvIW`fKoz|NHAupuQRTyjhck0tEnkc=}09p
z4H{)7mbyp;4<ShZ04Wy{7-n+}<hZ}pz0W(_k$}sSJ-7pR*WJuTwEqCo^^djlV|ljw
zl6X^Xq5wBL&Uf!1d*6%2ojr5Vn#yn7j<*=C3MDBH6%@5XP&~l3qopnog(Z>-kf)s+
zqw^5r+pMBen<xRbI<_2eDD;K4YMN!WAQC#qSXvMYmVl5*uHwLE4r6%FB5wJc@3@P<
znDcD9&En9g+R^K8xC1t^GIMU=DY(f$Ys_tUl$iXs;^*Y664%TMXV*>&$IUj{-KPbh
zg5pE%g2^p~r_4!TQ(;I8&laS>5jfo3+hAv?7>o-<&kaSJ#9hGN)*dHIhh?XBO@D^J
zY)>Nln*eM(+H<%fMdaIrGB50X<8IxO0T(yiAV~(<?f4N9Vo1JVTnzB0<VD5c?Y<%m
z#2b#D)`2Wvo7tV2AX@qBzb1A8seShF8FM~yB7JQn&7)y(HqUOU_2JBY&(v%{laKHB
zIFZCb1Q{gY@9p&stsla8QhjD^{A7sU0WxxT$)f&8Q0>{c$TvIWK++fK_;TZ&_i7@i
zS7Wv<iGm64b~6xhzY&wMgSeO(oXik&_Yh2Qu1E0OA8mmD0HQ>m`~-ktorwZHKsJo}
z3j>ZKS;d`(jPA+z7cTqYEZm>ny^of8+{C(x0GT&|CMI|H2YXG9MVKUC@v*i{ZvbQ1
z;|GX?e|(7p1Rkx;fr%FvCimfICUMwUdjliTiNVGwJM1ibgIHfs`2hQ~0p*i&<o()m
zv`%)mB5iwQWZnS8OpDus;?}`|2Il?$01`><+>;T30`p_*X`A|QnY0UV#9HDp11Hk>
z-t#76O}IJlVD28^0^jcIpA%*V8vUHF*Bt~%$K$jMp7{jr_<#hC6wmP9#Gg=i?*OP1
z6MiExk}O0B?lKH*A_1HXz>sckCi5|AxPS>897GX&8E0l0TR?0)hIVcN#0G?JwpkYC
z)|o`Myw9fJ*beec!M%)dU|1hnJ>vbv{i5WHaIqT^HiB>1MWXlIcZfVAb7ATP`&?`>
zU}Rd>i4JxnCJmNDa2vypFLLXn^4DDAa!xyKBQPYvkPP<qn~pa=P~{q)W~u5|RX&!=
zzryPJWlFS~dTyyo-cTY`LXgTxTI80{yZ%e$mo?Q5Lr@B*(b`cUlhEaIkZy*QKvF5t
zphM5vNb=e~XHweEb1yy9P}8qK<wo14re!9b%Jx7?5}Ah+K$LDwrBzBLN+hkKN|O1!
zOMnPr;K760_&A75**87b%IC+7WOdGM(>X?+e80-n?R?W+LZ+{)trYJlbgfEJ>Qz;0
zK>C!k<usrWpuUAPj?v3bxc4q{`_8RSI_`<3I_rxiOL5027+Th~8>vcBDp5Bil5fX}
z%B0CNJDHMqRqjlinIz_9U)r3j{{SWVZ~p*v8bAIWPwo5%8@e(|*8c$PkA<`Ez3&-e
z_a}zh4XopXQ2zjJJMP@_k1BIvj%((9zx6|`oCEa@MyEEI`n%@ajy3+T@_QcO;sG*m
zIp1MyjQ2LH{{U5d&Oi8})`Z~OQ>nJzuyJuVo;CR*Wc%OVEo{L8BXfw2s&X8Mx-qY5
ze<=2Y`g0Y}{(gS%kCaOI&PUo}PCaCA7Cb4qwd7zQThF9eU|tE@^_?!dpanNdv^J)c
z`d+9l($kiLpt<ukDrJCxU{9C;lP5e}Dw9p6DEX~PH7XP4Q|WE3;*dh2E32qWG@(UZ
z5?D=IdQ>G{VQ58;4f5gv-dVG^8)>X!iIIES4e)=61|>qm#`0&2+Fdffv!K&bKC~~Z
zrQ(9qC(Hi;7*$Z=OCc$d)>P=}F(bWXYHiZ=ni>j59ZDMo`jiUy%Z(CL;zd#oGiAbN
z5lj?-0ZRJ9NVKW1tgI*Is-AomsoyQdlGt%}T9D9&(6Tb5B|F%O;TO08rn|JYxW62t
z>`_s&Kf^T^r=^t!C<1F8P<3kSLY@V>R@`kMlMgxpP=u(3MM0=hQwY=ax^l2gRcdGT
zi`FNkrj=-GO#xj&MGsNbkqJkdq?bJ0Cg0vHZZB(?6S(bRmSEa*dy8Lf$N4?+Ai$mw
z%Reh_9sd0T#qCa`T~-vA>fc%xptUpBq%qafgr!NRZ>5xwlpsPI0Cb2DII|=`kp%kz
zk(j>n2je!F*dFmD_P42<T%1V&5<s32_uR<2CU0YTi^h9wApqPm8Ed=j@`?In6Pv)?
ziTh?vhXmtj8JLI{pZYR8&5ySbox9)uh(3gR0&EC@G1%(0j1XY=0!-MQgv>#iw1W=3
zI`fCwuO~V3$YysF44dtrVh!_oCd8b?WN>vz{*(>3iHSLnKtKdq#L1296O-u^VVNQ)
z9+L-d92?&z(*i+OZg1=M-cJ*sPFpMIr|pB}{5;O<v$nZ#F)79JFMQ^6*c^9>y|_{*
za~TB5BfOFc{D8FIh|CZK$+6CH0xWTOKfucEvB>}!_pp(C+V=z)virPxef--y!#ul-
z+e`enwrpZV<eBf@)4Y+ls5bmI4KJE?{TL-QI-N^RBc>^wU(8cl#VMzJEu;bj6(J~6
zKm;r)DI;AN>;ON8_ZBiTBfJ^P1Y{6qAQ{+zEC?5j+WoettF#Cj^~bFre03D_?w6~8
z-!<~xC2{EqRdoV<s<fmIgVGkXx(bp$pxt{2>qvwF(a{xh=O$}kUWLqmtDjxP7OntE
zUOcwlbI5ZADg_IzC+Zu09Ke{h&A^|uNX_QNfnsn@Nh0wU`})r2$G8G|dk!P~HQwJm
zkH$2!0>!Qx_P80oyQ~auI+r7JCYqArp*6JeBBxDP&NQJiSLL>p)ds?PRo3GPPfg@~
zL~1GuNhwlFRFb5rDjg*XPC|i_l>#9^fI-OHjHa8fYZ^L%({&1}RP_~kDRazVkfK7B
zOz&F`AKoObqa{QG3RfFo=c-*uCBA6o`VCYNQfq0_XzP-Ym?zCoQk1K7^tA0VU?D)t
z1m7>8+48(!t(ybAtaQv57U#O)Jagb=iTXgu7VndC0Em$j7RZ9e(of^nk|4kyl1HI7
z&qPj#$vV-UCzv16>KAcEtTv8-q5wl^f32pZsuLeIRIscCbvB+c+Mgiv9RTwgrf*ZH
zj-<V&ug{d2Qh#8iqM=GsOp@D9CPXD?sU<<9WZ$wNQfx9|t+x@r-TDmUOFI~m*y1o|
z-o3$z#pEUc$KK`!=Lci!VQDr_H0v%Yr<+?YAoQ)L5~M9A2hyY}7Mu)#Z#a%4CJtiL
zGG<~-n_lG3XMLY${Jih))-`$L+`QjX`ozh=1Ow>?M#AylL|W(5h1<}{&HIpZY(ew}
z_TnJ>nFMEXHWxFI8IopZ++9)7R_ZSK6jYTpZrkW#mmX4Nm{PhYr2t(^Pzgu{N`MLD
zOSW(3`VJ(AI+xtyCBQyMc0uo>xw*?H5kQ*}={Fx@ePC=XZy7u*5wzSy=4>Jlt}hd?
zzZ=6mk5NvPKg>FopP<taljYPt)77pZ$v#apDo|SBD5QCwVqk?eA;6i9Ta$Ehlci|&
zI^9|bD6Q6=4O4}JRo2}LBc;@X0V#Q=olW7x3R9K!^Eu=+Yh`?eo(?p-Yo<e7hY&fm
zYg%rDtm@?>PSdJtg~ytf%XH~cF$$<~qMf*d0Zt^2l57&F+0QFz+CT@IHRkE+0P0?q
zr8X-oKX{InztXm8);dXt8z|~Ozc3ev)j7+UHBr#*a_MP;dIcQ^RUI!vN79~zE3L$U
zL?zc8PtuqYBaK*|$M5WI18>W)i_1K(myr+NJYE++V-sd~Br}b`X=vyJn>2kKDLk*B
zvrhOBjZ;-ntgijwO50$mOfaZO64Q!I<rez2oljoYb#+dosMS=aXUbciT{u+Cw@%PS
zIt+}Vq*wufkTBl=0Kzs0(*5R1v}|}&GAD7F8)R5oF>F8_Kyu`A1&9ro>^v+%AOJSh
zXPG%&`}_N%W7PMYSk6tmSj~mR#fc<?IE|yz_}rUHe<Kd7<}Y9cgj|@I_1_y!*tjAl
zMn2+T+>-)v5-}VuFP)q|V=mTgGUdwU>mGdb83V&D&6ck4#t!oU$M??v0GTi_cmeei
zOiYoH6M?^b&IFm_Gd4E8&v_>2xxeSX2%98M39vY@xiU@_2J&yQAVZrrd*6XNpC%R{
zy`inV_gI$C;50c1oaRCM;`zPI-CfUdw*-N`<FxKn44Apj!hK*E6&cCI``>SKlOV|T
zJQFfazq<bb$2Y%uJYFnDxt&`<eg0&N!?=d~9l$*I?}_@2$%r<Kgzjhia4lmK9q}2*
zuj6yHcH4zEu^^k<U<n!8;M;MYA`kaS7a&^~l5-ajX5x5qx#xDaZXVq^F9y$kUhK(#
z*k3rP49ND|duA^ek=h_^3iP^SZ~ZOz&Gr*v9k^3(=z+D44rIx+V8x(tgmxal*ciwb
zFaU_X#`)m(aju))hNkV43mmhE<2?_aLtWV)4B|mR-*cFcOhybG$(`(YJq(=pkZ<2&
zVsrh1GH!jaF(m9RJ4ayzoA7KeCMG@p_9g|0wa2Lwe)b{V-G=J`<DToqb9-t5zV_jx
z@bj~fn*$wFJ76BiB~UxX@J|ezU$uel_b?~c(doo<xx9|hB5@L%3*5=R_EIiw7&tTE
z?nFjnF+4%0rGd4a7IUWNxzi@JLE>$EoEE!xd3Qv?Butw~ye32mwEA`;<9Xpp1l*al
z8JRXd@?$b&1L?va*&XD1>}?l}lY8(<+~ofNd_cI&neCq90$AuQ17~(8AVb`-wd}&c
z1N=D~bMCMMQM$V|6%2WwFHrL(VjS|ET0F#qAua@~>j2-SL#L+WzZnnK?mS4Xq@k=X
zJkzea;{lqLrJ_G%YAH)Dgu0aUxV05HNhBzqFxS0@PHsiO-g0m<WAU`6ZGQKj=hPnY
z5%#wg^>+s@78%){uX_vccm_A$k=>P_o}BHRW{2u3nELDV#}?t4Z5oXmNGeZCdeXXj
zq4XCPRpq`)f*a@wS$VjP9rr>_6ZDnoaStpdnwHT}gfe=Rr>WjkPdC(p6cQ4o5=wfB
z9Xw%8@o1de(k=+FpI+kDzNOPEYe!QQ?x~^FR{2j$2nkA-uw5gdtDr4jS`@cPNhm^y
zBY<q1i5kDvxMR-X4qN8tJFGxEn<6(8XBqB_bu`sfZWgMkswtcTe7c5QWy@MiZlwws
z0FIoCnJ^VSJxyDwVwsm;dCLabZA)1s-B1C9gOw-*ra>kojkbqWqtJTWsjE)BRZitO
z(^B7?rZjqzQUmXmp>3=M-kp#T3P~PsN|-7+$kb84K%FN~(psr?wJq%huhp-4DOgc$
z+c+QUN<cDOLW)z=fB=fXv)tx5Gji8}<(t<hApCL~U5}2u4a;JNlTApKxvSSRPPW`j
zXHKS4YIPN#-d&pxQ&WVZ6qP#UDMcvhN$OH5ja?Lt`Fd3wbZfd*THz1YI1gG0>QVzt
zrEM$+8cG!3n1ndrLXedjUn!>5EQ&ou)2UB%A)QgO%rzh56;!}^g9odtt+sFidXG;O
zoYFM}v>t7PQp%R%Q0*eysY<-CO2`Z?#U&{MdYnQ?i9IR>COBl=S+u@`kj&q9PZ7fa
zbZqR*+FQlTU7R?JCm(vDeQ&z+%Lz#9b;YgDl#mjhrILD5EdY*^dO*Q6i4bE0dziGq
zDIx*<q9g&rB;Lo+W-$jinYHn-1aPNeBv=`|fJEX!?|*yRBkQ@FJJ>ti@A2N|E5C^F
zu{j&(o?XuKCLjYD0ztU7yAOCUNsI9kO|A{hh>7&|upn%0z4%svxb(JdeexnmO@Yn{
zylu9}21tyHO@+*HKx5`fy@zDx&*B3=2a3#Jfpg)R&#T9=J{9@9m$?^6@mrbo_X-))
zX*p1#s&L!7jZ1F5%n5RrPo!I{s;T#16le{$sR}K1DJVT$cGmthd>EzF8q+zkJn!NC
zTh#QGjI+*sp{VKaze!(9PgzG=-7Nvs>Jz8cQdGB5O<MD8)7CZ8<pS!^psqYA%iM*l
z^T&sNB00;|+MPbXp=w-<Ri)DCw5-3V)jO!w>zZq>`G|I#Q#5*WRVuEkr=h7+Qp-A;
z=qszVoh>Z*J6%S+&oFAOYwpxPs3xW1RP|aML+f~}s!AS9Z>6=RM6z6Iuvzldlp!h!
z7~8b}07ZK#w;N}+IF=_}iK@L7m_;JdLr{uiho)Z5V3Q@J%b!hAE^=q0VrPk<dN8HT
zl*VEfq<Y2;wfM#XfZ%l0l4%7wr>&d~Otnn)qO4Z6D<M+mOH{KhNizEc_J|2vgcOB+
zq~$LMJ|8*HSJbP#Gx1RTzcN=Qzf|S@6IbQIsVp~Inzku)`ijjdT+g7>{KxBmnQD@<
zoyvskHB`09Qr-#U-gN3+FF|b~v?U2jQWB8SXaUlcfC_xRke-mArU%mzDgIaK>gs5p
zZlaQ*`d8X<E;j8t*3*r+ka|{?prnN-sHVojY9G5J0MS4$zmHsaVey6HkA>B#p{?f4
zN1F8NIyE+QE@5_)Thr=mDIamalW$!^@7Mf=LSmwhzK*4Aw)&Mx@^w_tRO+hp{kQrI
z+FVXtx!88poOjgauhr=BxiabM$S9P8pI@g+kySlX<Vlp3)k&0lGG(C72ueWg*ay-E
z7fQ8Dslo*Zr&3JG)C*MEAOfWW>eC2RnQ2_fiz$+|0A?vc1d|`o12v^m8~|P=IE!E#
z&s1el2J@V^nnD0<619?qq*`R1;DAIZs$c*N%oyN42>7|Ac-i63m*NJKN&2x*)zxX5
z&XT9oRCLW+jHOFqPN6Nxa-D3|Bo>=WTBu}%s47QtZNQZvNcs_(0Cf;iGZ7=|nXx2T
zl4BEbJT|WiuB*eVY1K_zLsL4IuAO8RNuMEIiHIdCQd9zg?5<jrg(Z}QDJlj%ijt;H
zWjvaid5N7Oe56g2H6VbwQxX)C0RchAVL%XULxzl*aWu??0#vmhsYDBsXRS~TqC!NN
zN>T!dOdl`&S!pTe9{@a8p{Q7JG0NJOw%7?vN>aIaCzu#){?LQay)_DRrAg~bRuI~H
zfaB3mKP6<S!SxVG1ST*n2?KebznVTO`Hq`G@EgSk>XwuzP~~dQUunXXE2Z9JQ+gr^
z0k=;|6JDjfq@ivGLxq$r-z_TTb~aS;wOcl6fi*tf!VH2F^}RQ=DT*6VLfF{kBWI2o
ze#pfADISa2^}dnpJ07hww0C6U``dhcb>;ObS_X<#qExLPO<I(xDp6G%1gM*msku=l
zM)FVZahQ>xw1RfuwAxIFjpE!`Y1E>JPobhJEBPuqT0p#Y3U*s(tYi0zW=H}}k^mrH
zlQDhZ`VQa;^@FvtVDb9cfO`lA#3d;^ostWV?373>!?mUsD1xOZYNF3<$m;iS*+hw)
zM9HwnN&f&@lm1Y(z`7#Seg6QZjq`D~Ou>jaArlaH1c>z$xHD-oG3WstDLCFe6*kAX
zH};cz&Z1b0+4r5pGB15IZRREWt-PH&a_x6;Z6It+z}{~;F_QzN!2>aIV=iR=VCNAw
z1Owb;&f*B-I5#HHX7lI>liY)kd+-xB1_j5wc8#J9y=-Iy2|46l$r&*T;COF2xEVs(
z-+o7jjzitT9L2CE@?>@(XErz+<6x0_+CbVw#9OplVt&N&6KUHZ0w=ll**CqS{mC*6
zf&G&>$oIEtGEWyL<o37wI^R1x9~ThMc<|s`uart`Fm@P{L5my<3q|vN_$E%rH_Url
zF9#q2Bc}t3l=RgVk0PFthiV^L2}5k5OIb4l5|BwqF(lwzksNeN4najDDbzWyQD;h|
z1S{oI>J?Jpl#+!n>OxdPic4)J=Vaj~cyY=3W%WR_Hm{|L(7Z<(@6czE(e85Y@s52>
zO;cL(Dd`w?rS}XarVytVN{mPe1i+IjfRxM_7~iS6GMi0l72MsZv!*aWS~T{S9j~Z?
z)DRM$pn|AUNNp~t5d}y$;^L>B^vxZWQF4Bk)iNL@T8&BpeZm7^DJW4ctwlmQsuco3
z3=472YU?VisvN4VecGCbex<nb)V1WmxiEx}q#*$*N(?0+2;k(lr%QqkP8r3;v>c!7
zM7iO=Q~VwP4kN%A=vBP<-3>X@xl)0xDv(M(ZN}27w_~Vzog}R(Qh@|G>fUpzO^n8t
zjeA;c_bQRBYAwF%y4-OUkA*sCs0Dzql_Zh=En!F?L`3n3B>MW88SXI<Pk(VFf&=b$
z2P4ql{loz=wTa<-WuthD{wd5gvuuO2RspimHMn0a#kt#rZiwf7QPhNL)Vfx>+7b|v
zs%gwP<4GS%gD)^C)`bz(((22L3R0FyBG2c!D!h-I(RE!I&(!9VT#D9~N&3{|T8aXh
zKv60U)Abak2})*FI#E&HMbCWpw!r3Q1*S*@p27h(+a0VT@qAcF%(5<dmoIB)mPahh
z=vWwbKs;^a+(X{(+4ny3IcGwz>N-C*>B>@+0H@X(cS~A2x<EjAVPc`dBugxGlk|e1
z3Wb$tC37_x3;kH-V^Tb~boHXRIFbY{Eik7l0tq9fOJx!PBk2V3st(d-z=55vCN>wf
zuQrY@sdXCaB@;zkS4dT5Dw?JGa;=P(mXmu7?Qt9(+_?-zxwDoRz1fSGJ?1A~Hy7{#
z9G#ho;Mbt*PPDZ&^J{IyE2T}kl_6>RWQ8R`B_<61=)gC(3##UGFa`6FW+WcQ*d%&w
zZS%giq#=z!Y5LVV69}i(=oqR(RWejmkju+oP)Q1L<sYR2U=*64tvN!ve^_$;W|-mn
zoT$+&!<}l`D5I|*F2Z0(OKVa3mZ|ChZ~^l!%-RtBmdV>D^T@nF<)3z&i(h!ii)*-C
zX~cj*yw3Ku#9ZtQ%oDlK5+?T`W&i*I>LyG;0tDZ@ak>oymTP*Blg&(1x>MAOU2>gt
zT_E)sa=Zl7tzSs`S!sF9kdtp$$o$1jg+A39H5y<g6&h>p)uGhi{8K3@s#qN+;-7Gn
zDwLWt?#vAT02eHSXb7;**_!!ia=2o0ejGj7Mx}#u7bm@>-_tu{B<Fw|TyJada&I{9
zAjEEGijULOQo5$9n0}q)52>1lmdmOC0IY?jD^0<Vq!|Wc4-{mWv5Z&@;Mmw)!TdXp
zA-Dvw$mwje%EwT9tO<*rzqdX9PjKDxJLWq{u@^9LXp3zl_kbjlZx#mtP2g{AWLSw7
zHylUrabrJe*yQdliMhIxP09Ag$1&?`T#s9Dx#Gp#xH>lLo+rM*#PDa#at*%a{5ZtK
z<Qv-rK_Gi(*AhMAH~|N}ff6RrFMr`XLCB6Fc<&a(<_2-Kj&>H}Qe!esLAfUp84<ZT
zff?e4EtZVngZvz`dvEa~E`B4J%GTHCdqbHL4fh0#-?+wLO}zz=3>gr6Y($uh{yE%(
zJB}hw;@A=mrb#hqy`<aLM+$C0->{zM!+yr`eZb)4i)UsU55+l;jr1H{dy7BWt+I&{
zVm7?mOq)d7(_#0B7vM5u?b_!Caf2HJI|Bqqd`D3rfP2B2zQ^0_NZ=C_Y-VG9{h$aD
zVjxN4+fN34z&>`f*oSLAaeDW3VsnkKNdC`liI4|;jupFrXEJ8SCU(8x%$?_m&F%>A
zCiv-@i{^L1jPOnXB*6g9!QKQ5kGz3s%s^R(Ek*1DYoiv|Ll9-x%=^qvVkc-ZfPcLG
zP)wh3G9OfbXL*sl2)(gv6W;Sp(<}8?{$7QJyu7%gLK<Zw_nfG8aN8}U2`gHFiyou&
z@v=8jqVmeW!BWP(t)zeJTZszNC>+ewHb6D5p;&!kEdl{(5(whj*AC!ka?Ih_7xU!y
z9#_qQ&6~?Z!-;5x2P~x&$kjQDr0Du$zNTC02U4%J^ik5tP)dXV`>6;@VO=F3P@$;v
zCtC~CG)i%#X(|xoZL6xXyQlhf^>P&Ki>Z_l(n0BkfD|xw`i*X<P`bTBp~{+vBdKmG
zdQwS*p&}645)aaZB`8TY8*yX^5PO^4;LY$cd|Gdq;yH8OlU$b7$jDf7yO9tL`Mt(~
z+dTJJ@zBEr<_;iiME8jUzB@>QICFc<ZeV7|2e9sOJ*R|hOp9l6c~SM=({D|sS}|g6
zVK~}1kUb(jc!0UfMi${_%zv~Q#_Ysiw`tbspH%G;VPH(}1Gx|;ZZBw_BPKC91}1I<
zV30@=2Kl+M;3URin9SNE(lS8w9)beuH_S!t8;+yje_rQ^KZ4EWW^4G9W0`Uokq<9{
zKR4;(VD2(S$GnM{Aa?CBYn~WYvP5S4-t#xaO}phJ7(@^|2r(8U+aTCpGj71iN<V23
z2G<{myhXP4FlQh>U>mcXw-can4;=G`?S0xdz8Ul1AsIUh7`Ps>gOk1F3j%mx*!RtZ
z;>LCn>$H+V0wHYr&wp}b2h-5RXNE6vyciKS&Tk=5Zf`ry^=8)~n`f3*vs~LSa&jW|
z)8DJbX5Mk4R@06&qLm>^ZDq9-tM}2=l9EzzXXzpa&@UX-YhOZ<Q0i*B!?NvL4OKt;
zXHff#O+`a)R3*i_*d=LoE)b^>6dQTOFB*3D+VL@M%p1WM5<R$cu$dS2H@uvEf!K>*
zhyk_9$(uoE$?cYW+gP1j%k9&;GGePwa3npZ1Q1iyx+>S0Qo>p2S6Hl0qJXy+1Ik(w
zloDKNw$OrriZ3RGP9##i`WsOIn#PbkkW+G9r&G&z79d4BBthw!99YigBI08cV`2|!
z?>&U@z!!m;2N9F$n_|{Iqlu<=AZ|H!Uv<Xs7R;@`_J$rucBg!0#*<R#N6S4yR2Gt?
zp{n{+Jg%QETNJe}v07XmY5ka|3R+UNH`bP3D8{(j+EGJ|t+fMmttvvgLZV=RsgOhv
zcOTI_Qk)S#j?sPnbDRtkc&yDs)XPfPb#1LGN~I)%RE2dUkO}GuGXX%z$mx=3W4-b>
zH_G>MY?#>Tx*&EJaM`mScPFm{3D0qR-e3*yYsy8WT-aR_e%F}k5p9VE*(6)iOpY%`
zpyG?g`f4hLJW{0<(}q-)B$8Cx=*=?FRn_}I6jHpYI3#IWVuPXfYZzGsw&gp_y4qA?
z5~_C^X~z-NK<X7~S`%aDDpkPuFlMkDoQ5NTe(Oc%H#Szv!-KPYEfzsh1mX!D=VLH;
zkrF|fxe>#hi(l6O0)0u6Jud+EH;JaEbTk^TWiBtRD{7^;Da&0lQhd~hnJ8EmQk+2w
zQb7?a5;{(y<oW5R6$~W^TaHn^Ph6H#zLJAe@@~GWc<V}3nuNBbEkU;caD<a<mGT)I
zhHW19Hx|CJe7@f(v6F7#40bXm*vww@e`0?!dk`)s`)?b<KnVml5aUZNx`j64PuAOs
zC|Y1i3QE9GKIxbv>Ebgc!gu%HEH;taMaCqC_I!)Jfw|Ze<$ZfL7o2QHr%P*|jmJ&V
zEX?NLm9M|JgFS_h3v+3UV9ALQwWim_qDEp*-e7(r1;D=7C$-`S6KyMXX>GJAOIhhc
z5R$d6N+l^u5ITyKO_Bx40tNUChHYmfiw3pL!3C}#T|>W>t(CuJv*8F|BxH;F2)t$m
zfG}tA<E!#_BsA+^uQ`bUjXjhXn5L*cSb4Mw`I@l4lHDp&I+BG)ogHh2Kn~yXw<yu*
zbgSk*Xbm)`5FMwaeIZDs6DfK09<MU3W&;%Ctw>Q%(q1V`dZ#w?%~vr^6*3h`q@{gc
zNK`#mQlL<}l_Zp<0R3oT1f?ngN-ilW=($|I*^>6tka4)`3F09n*m&;9j(OXRWcjzB
zm#8%Ek)kK%G_-=tkED4{)ijT!G}CF1m!(jF(`Ow;lp9Z5O6GI>#CJEiwU2S>j`xUz
z0Iyq%Tw`$)Ilze^o5pwn5MY8xzhk$p$Rhg)jGhI~x`G*-G0T3WJ)1TZ02p*~A0g$s
zCjfRP)`9&mY{p;%7!q&CwYgLNOY-0T=rn))I-iddOqm(9MtgUGh_$95WRGm}r~H=X
zul>+y{{Z-PHygS)?XAoGQJ#8fknZ=0%MZCj@`r0Tdm4qe{{XI>#CeaI(WN)c{KV~B
z^;HU1y{;*Alxa;mn^4s%I#9aWlsbeJq!Lu!9YRn@BdQ?a{{UP01qV%`q|?;Xsd=};
zO<h?~K~L=;s#B>W>OVtFGTE^$l_aRw=Ie83Gv<GkI@I1XsZ~I^leo36Jpk9HZE&MI
zT;SU?i{?%+3EL+j$a|w2wwQnJJ)qC`?-t?z0N>BE0dbyg{qGkq)zwufDyE^=)C$6U
z*A%p)sa<MIX(T1IlYWE*r(i5NxAr%@+{WSvxEBHsdl{QXMEY0^i-KecgBZ=WJOEq)
zVe8dsnEnFMzF^N5I8E9MXXWAYXq4aB8ymri1GasJ<XrI+0?|2%K8D9RfgqbmFh#&j
zLAksb@9o~vwn-7dO`>jnMlNPe$Qxg6ufiPPcK73Nvxv!@+z~#uBu;Z<>prPCnIud>
zwk{;vCU9;|q}t$-ej_5}`d=XZBwF~Lgp)Up1F-i7cd#VxZ<qjWxRQpvpW)VC8p!>m
z0qSl+-!Wlhav)y(5)FZj?o5Cr`dVi4AWnFN=JI5Akz;!ck$Y_fNIMz0wTSe-_#y`4
za541WKVBa`=y%(_^lp54hleIJW9xfvL}Uq&Cisi+Oaa>B$8EN_kEHE;-w^~1Nc4#B
zlW8${k$iRt*hn}A-9X>40!$nF_w{r6Yx^HU?ZOTYd>f8LHSX5tVsdxH#@PomxshuD
z-xI)0cE&6_fg)rBGZP?eCy0U!TKfPdIzYeWjFDh%zzv24hj|@9#P+znVhETAi`ToZ
z=y!E*9tTE=6EX$!V;${z#qAM<i)54c5<vh1b0$8*=Gn~c88bGK0t&5+i~)cmPE7i#
zj?*JPkS__JwU2S%PGc<hF*jkI!F%Y$4H_nn*DYYg-G+A!ZbySerUm4Kk};bdfHR!p
z{1znbV;+Q)lRbpQ!MWdv+>>dU?l%4c*1iB4x{<oD2(ip|{{W(X<Jw0S!{3&cvkT<e
z`>ht=7Hz<2+^w8U+}biG_Bc13jKq4|ge@j=HW7FxB+qP#CPAL-s^&32z}_+mkS{P|
zZ;lLaabipeffH}OGXmT|*4<{|U_+fQ1)lCRh#K3h+%h4~_iH`vo{W%vi2Ua#Ctx!m
zV}O_jX3=7En+#jjT4K-%F}zsM+i8P&v|!D%-sqW#9q$ki;hP_AtrA`Pvjl&$;`agX
zqu9mP$8-670loQ#iO2`F&M-yoy^Idv8T8{Vr)%2AkU`V6Dw<S+3281VY!wn!)T(Dg
zl<H9=nNv#2gu;{+bER^wxvZznqoP=*lQmTeO+7dkJweAvE+z>702CZI#05rhXne1t
zEB-#$6R5t4E7LSa)a0I-h1V~k5i#_u<(Fag5!4X9i<h&47-;%u-<`CLJ??Dc+#cCm
zJoD9rU(@sIbtJb*%z6zLvJdRg>n(Y8N$R*LNlT$l5>z3D(ts6mE*G%Xczw&&^la*M
zl~ugDij<*#Mx>NDhJwk2EvMc?&AL;vt6T<BMdYhZcbyxc>Ti}beLqM<bf&FrCbLo?
zBoC^g^*EbJB@PORBz<zF^=cLRuA!+qUDPWoD%{BP+%6#`L<Z3%w!~pApk$Z?nXh4~
zx53X5e8d}f)fw2k<#q*_bIVBV3*=2FL!mY5q|`aCr2#8NBP%rQxiJevbfMSOpZ$pn
zar7w(>FHXCL)uMuI%^E2${jkAmzOEhpq0~U^uI4rFh~!&;!CB{OqHQ6Ek+3nB}zKx
zov!NoK?hINDydK<URoV0VM-^c6;nDE%82@|rm$3>=@G`(j(%NgLmbDWX}Z%uKyb7v
z>rf=hn|Gzur9w#oq%cV89Yd~Cdkn__A6^gK+85+wnH{fwnG25(5gH?oIP;2e*Iaeg
zsHw*sSz6U|1#4GQlwbjSn4ZAXk$51O{0*;R7QKiQ*g+h0WKej2ty+&!tmWF3Kn&NA
z^(su>U3F_oNK|x}H3pPYWTYOVi!DRL-FBHCeF>)3=~NW9-Jp32T9G7mc`g)nK?HQL
zr>%JaEG7Yb++63qi0FJ;0av|+^S0*Xz~njW8Z?kZPpyO!E-pxeovsDu3E@oRXq(*r
z1_$skZNC+2De5U)Qx#P2)4Y;;*?p%OaUw_(mjV<nAjr>Dkpyu^IR-8K521{~#Oy~7
z>zwp^fxtfNxUmGi^>NR_@8CEN4G+1r7~5;-CIB=1V}fy;XCfl^u!Ff6xPS&>gAhgS
zwZVgO2eAe)GEDGwM8t_Vo8Mv#ixC@;J&57nO}C4WtD8A5%Tv5M{abczyzuVdKU=_#
z{?Pz;`llxIAn*h45$_njZhgIE<A{imM&@>pT##}mK>HXRDZS?L?{jeg#xGz9w(-K+
zTi!AmZy8<Nk!W-{c(ZH2zbKXB@o2feKie_AjDsfkFb%I4@3*M8@rmL)+>?ug?-2uW
zcmy8ZToe1mND(&No%8ApTk^cmHe$!brrAD$@^=|&IJmh4`8SoBufgI|VoVY}B5YN8
z7mmhG3G_xHJqU=H+H4Nu#1d|H;xl3ajgH;%YYCGUCgL%}$OZ_>7lHT0Ovm=z%muQr
zCtU@Oqyd>`1;K}q=b&yZEct1C?GiEt&G93>&M<Zn0G<#gz?<e``HX&YMTXPFM#kQk
z0K|x$w%Z%_E@nMRuoL$tVC*2p;@BKgS)H_UICg$J*fVm61H5x_*=O(JlVuM(8(MA&
zzvcnCf&dopB#Zv_^I;;y0C9c6&BkmDWa53hl27jq$h=zjkSBsgh@9kN*^n)fa159;
z7T`1BNMiefNO0DE9Bjej>z8}`{>Ob{TSWG;CJnF%BFA8TZP`c!;O%l^{{W6{IWi5R
zNJkJ(HW!V~Oxn^8AojA8zTLJrJ+qK)wc|WTxW3_LAM8Fy-Ipw<*yh6j09TH`AjC7z
zJI+qn5N1db`_{~2M+o<@ztw|pXeR#v#7qsAU;`HeaAZZyn6|)o+XgcyZ$M-Ch=J*0
zCP}fCn>@3#5M4TNEO>EY4G4U*wZ>b!$Y&3hSDdEZqiG;a;|5G##AF<v40j?ec)b2!
zNgb^=zY=MOsuj?~PCBrXvWAdWpp<}Au9SkVkS<hVB4m&xoVn6krEN~?m8hgxC@s*o
zlTljgRFt_OAo&a-NI$c2ZWNXN%}MJ*!f3hFw-?En+1c|q%v{<oZOen*ncII0Z?s{F
zk_K^-NbTP7`QAqvwlo^mC8w(kT3sW-N@}A}Uyzp)l6s3RLZ5m%PnXcx3n?Kgu_2ve
zo{=a<lS0)x+jOjIRVYjPg1{gkLd%rY;5TKZmf>q9V5jLqF%>m+HIFW$t@o;5St?V{
zElXJ>l76L0i8Im&fNTKcNp>38I43f9T-<~40^&4>v)P&6<d+9h-w~j=jM8efT|A#6
zll8ml1SX=ixZN07Qh<57G=#0>DG;SMP@(0lEi&LCd|1}%wc3KzYN{3G6_pBh;fhod
z0C{xGgfgC#gd`AvpoAn95P>+{i~+r)VLKepq@-lr%t^(fZ}?li{{V?HB*Egl+kKmx
zYBhJc2E@CY8ZDlD+>EW)GH()-V_-lt*xYY}H-I3_--6!e_nQz$b0C{WBW<UM%=g^i
zU^{=R1+aDj!5azu$L077_sqC&5;SHR@O>^zu|251{m=GXe9oW&E#hu(VK>~3?-v#j
zZ8ip@FTGBpwjFh)^pvS>ElsE-f)t*l5K2@cc2ELlc%$z)0`W6z+YxvK8-ZxxBnUW}
z&#a5d`xBo{$Zm0bgIU21dpnHU;qEho?%i!Sd0#+#jAj+B);%J)F{qC%#=@&w4mt~p
zD^sbdLYt}cl<Dd&mx|W7>YI)tUD6+0g;e!gcrCPszFpB&(q5Q#*Mp%C6cP0VG_q_`
zk$K}2F?$eWq^jQ0Fi94JXzVQrnK6yverEUrHuj6$4ptU9zK$<@`@8`LHh^2e=tjAX
zU5@TKv!tct8h)ciUDUL;+eJ>&Rjo=Z7iO`xlK>#NqTB8uAz*o)U|VRgsH3c<Ak<Sl
z!0S_CZnU(vR*a=C5#_9aBm^l!E-ij6<V~ZtLB`k<dE)k)QLdyd{Jm4nhLlv>eq^!~
zuirjO<%89E3PA*bPB^=s))uhb9mp?YTpY4%JTh%8_s>lJCrfjWQhXw*y1sYjy#~20
zRB3w8BWeh*p?Vb6Xm3{1DT6MdM5V-<O+vW}OcGjkaR3?F{7m={(D~1pEA`%2=iN`0
z6RD*w*J<^-Z}Ntn##>c8j8nGo)U=wjOv<U+Q!UoLs5pa9Oj7X_)ah%8_%Y%G9HZhN
zF6x?!XsGn}9dl3Bs~V?6D_uQ%RTRpot8p{?CSIs+t=}mql`ztj7M99S)(U#YDw=Kj
zcbj>qP={J^3rgE@3P(~@g`}t{DoB*57$WJkMi>1!;=5O{{{Tox$F_dHqYjaeV6<JS
zsFNynEk#8MnMpcK=@n9E(@m(8DKzT}GSsw4pDZO|$d7yaI;6p|{g^m*B~31-ZXI7d
z_7yR5=S!7RCC)<Su1e845~eK89h9vpQsphvsrePn{{W-IpY)nHDmh1-G+u6~Knfat
zRSTTAQupuv&Ye$J>U4^AL!<*$Q%1@ONK>H-TaEb7pL{Oo9!-9jbAE|eqU!Z;RJi7v
zX#P?55SNwZzSA`H;(=OiQ7ic;wDlHHww`CoVUbL#kLe~so#GQW2LPFol41tLPku3a
zrj4WPZ6=>t(zN|joh~KRv8YlpRM>eCP`-zoDeFp-l_5v>RFteiLR31g&wbE)Q$oK*
zv=o$>^*KGI%$F`!8(NUo0aVh(BGMcl&#KE?zu{Ps9PT6ZYlP1oye@S7I%ot0scNc_
zPu0v#SEos5zok&W;$&mW{{R9Mx}KTfgS6U)i&vqV?ry2Aq-v_1Qwqvd=(-&U)fq~u
zDW7q=>Y7@IR^>wL9QlCzZB?R`s(LCvbJRQKbSRSqkVwGCK(}y6ixLweKqP8(?Y6>N
zZIq=Ax6%@nC-+jA2?Mx@y0+dx<7ldFFEpl#l!BosSOBR8WGX)pV1lG6KoCeN@hz&x
zPSI@!C5|qgG^Z4-n^dZFD9lWdzQR(D*+?rXNK2@sc9iF`9izVC6ax#xDRA`7Gesnc
za(yXCL0L<>yDmaOB-^xDS<EFqr4k3#)<JKlsHlRJrWFYvv@0Y8gLKDCtSUZc{BC%Y
zORZ|0x#0GbRZmi?I?8@$=P=Pj!ItSde^u!&4!_-5c+|eMw6wJGqFNT)p{K`p_@VL2
zr@)R-r>dk~9e%&B)KpREG;4KfDGf5Uzh3(Xp<<emYo`vOm8+@8(AZh})Q^q4p{wh>
z*UkF>05<E@wHltGsj*PH{YIrlOM0rZs+HuR06Gwaw!@xVO@twqLru2YTS`Fp&$<5q
z=-z%KjL_|-B82-cf^yY`O22BhzEjIJ1tfi1dL;$@VnJO>QQ2`SWO=vJR@BR-psB#=
zR83_}v<k(wq*Jf5p)K+=CyvNq;WCNsemY~TUT=U!qj9+ti(Vv;S>OhJP5m(-&gZ^y
zZ)JGI5+d<wz5qFiCjH=&2qa=e;9oxdh&Li*)E+ab#lbc<_g#kTFy;;89UNo`;jZS(
zOO4(T^Voa+y#N=O+75VgfJ6x<{qYcO>w8Hcz|0M=BGx~a0q>p6P6rIzzq}AO#%~70
zB;rN*nXve8NCS?3En#?ogRho$7ZwLx_dc03YvdfnjL)Eea3;oW=mQWyKF0gcpnz<1
zaw0Ms5VsVT(1p6SC?yC&3Y4OwWTh#RqE5g~j0>6H^u9r=Q$Ihi)it8&=ml!?)PYi@
z!i;pSLAHtM5!O`Y{+75qG0x%mfX$I3EZ=_%9huGDtTXPuo%^FgZMC}KX_nk|#h62A
zL0Z(TfRvyW6-2;DCNr7if73YztI7HPVXJRL)6kNo2bPbTQhuWWB=odNOn|bd2qqdN
zM;GpMUoUdv7fs4~Yj4!SLbY1NsZ;(i6(Fu2bOJ$2QYqRgG18%(160<vEoJXNQLK8U
zQhE@g15E`IVWvbj*b+eLNGcg5#}?bkC79mXKKqtyKJ6|y8@CoNGI4EO4mpOjZ*KF3
zm7q4d9#GSef=Lc))q~A_;t2ZCl>ntALV)v18%>B{UUUlmO1o2g<}2!+s&!w}d1YNO
z0EW{c2u*|~2}*5YGI+=OP7UJ3k=pjTu?F+l@DeT9KuH2Y7aI#3?o7{dB4>Tu!6Qp*
zbKRlR;s61o<#swVXK~9b9IhfpZX^>B2{zjO;7G)8oNyV7p7s{a!HE9M9PF5lq(Sr(
z*v8rXHZy|3?-$0?>ICLyBGDO}vfZO*8!Pa3&A~T0Gy|~6oh;VwcFRj;4sF;^X_)ny
zynsFMI3hEfg93d9=hxaNh>}1uNsL}ZZymqd)|CX@dkYdRGbiyelj(6hSFpRY9oG$S
z4Rv7Gc%bAQ8(*EW(XSGcausaIH?_{vM{S}Hsp%6t6SNWAVcrBx+lYgKVm`)X+WC_f
zjm@{=lQ!>iVE2=8d4czs0G!9*8@v6|ZDLKEJLRE>a|2s3<Wf#%`~KI435*L9U`BH{
z$P!Pfn;E!H=KEY`;vzATGwXZL5fgc|42}IjnFlzyv6B(OKYJ=R!S%P?`;SWQLjjmN
zoZCFZ=uY?5qVWyo!13TT-?}C4V&XBst$@xfC$WLTGY9=yn1eASO~lT}7DSw0NW70<
zTaQx)HxOrl+Dyd37``Gl6PN@7FF1>t8ED%70J0gpc-t`0yJ@E(lea9yIX~JC_M3Me
zn;8ce;_8;Ru8C#JI;xsSRRFn7P~|$}@H*O33<)3!Ch<9&SuugUU-6$zUJ1SN00uz3
zTO)fLN3jDECP_2Iej{*i{w!^{jWu?CBfjUc&n%C>#@*X%T<@=;31Y4KZBmea{U)hL
zO;pRB!-`XAs9EWecdQD%_^bNsmMe^Ee6#XyFZ^X@gIKD5pZ@@(rqmVDf(a(>f0Ccw
zn9~i;EI}QKn2{UF76Y}j04LPsll%?NO|OFjK|D}y?C#EP+AulY!47x5;LLY8E(5dM
zyWC@W8aF9w9Y3qNmFfo+nN2RaN76wZAbGX)<+?`GatTkFi68;iXgkQ-`Wo}-lSix4
z^py&YF14zLh=lzpO3Mzouc#PlwfFtlCrvU&V9lh6l4ofrwY_F!9xJg^QAp}uq^NqG
z<o@fF?yZ+oDg^Yn+JfRhup%O6K!_Ny)%S8aWzSX@7ib5_9xiX9c?-XX7^_o7Swyhi
zWhG4`ib+szrH5E>k3_nJ6CjI-7rlrE+CUpfSE;xcxU@*_F~1v4H#_qkGhv5ohM`aU
ztEbdhZm|xF9+w?)KQgc)^6?WYj-w*D<_!k1U-7Rh(V=JPFX(T(rg>>12}Kw#Q@Xh6
z65_?Wm6Zr)E?>V-t8NbYhT=$oCveKd9#**5tA~v~Opq;bW9%c;;xQH*M+g{!C){`T
zwc^JgmG?oW@?CfzC$H)nQ>sw`oo0m<2~i<LO+^ty3^ybarMRM-eJWLx2RR#9T1(nv
zx?Z@#N`ZGw)EIZm1E`L)x>*In6Z?&+(n;t^Q3fdFHyiLs&epz<n}=ZlZIfg&XRy=D
zy3wc2;2%S=xVX%A&cFb0cqEzHX6I{t@%<mYvIX5{pI<<rn))ibGNMwSnPKKa%2Y?t
zrJ*TseI$aCLVz(~IIE`V75clSx+Y4}g!Mg8vKywRYCfkbA6y}{BwT|kP!NPDz~DSs
z7A=sl7s!n6LxwIh5nK&MUS8|zmkgsG2_yj|?H4jY06;QifB?op5n;Gea^n<iBU9#j
zh3T|w0d(4W09LK2T49z9e7j09)bqhGHcC{L@laRjys`>3q_?eWNgr0K`Z~1wHGzNC
z^y)JEshCYmwwO{xD4^<fm9<s%4pmk@?M*|sTdu6BWDE=8BMCx6Qkek>00F`B-rMd4
zubqh-&g+*iGiG+?T;;~xUgvaYH9lc-sh`!_Z8|ia9Vh9cra!c(kNt^TQb=;C(jdZ*
zmL|w0AxB)1o9|(nu_v@|F+GKZMsaArU|<;aylyUTJMgCW+6fr!Z@9O7-e-vA-0lsy
zg4QpXySY9D+Vn5PZ#RAUw;bgnalGJ*#sME}UlYT}PyYO1Pvdw12#(jVo*-u8ARor!
zLB*oOZSC9ylYQc6XxdHh_Q1Mx!OgQ4-=im(9$FK2cK-mG;o-}XaS{gcI~!jTJ@dRB
z;7mbsJuZ8UPV#@Y=2hAvA~SDM9@BhW&BtO!cv5{WbG{-o1Mven;4`(^k27ayxg>+p
z5FfV8=YLPm(I9hg%!tou07(<?Z1BOvK$2j@dk(~Ha&r-GBYQ|Ad9k+En2VF|VnzvI
zJDU@m^<D(x1b+0YErAAV<AXNf!(5+#h+_`zN5DS@9#JWn1m+KD`;izR+uM2In7oKK
zFfss(TR(u9^@tNOIlzg&P3BDRGyHgQ7c=Zh*mk$r?SVJo=ERep?A#9P01r0qTHL-z
zTkiPj4>4$oh$6<>$8nqE?&OHQh9)M_Be?YR&8{OkIT2~j*&o<udO)?{oMd+GktECr
zB1Poe&_&Q%+<*AHIU_fB<HiTeFLv{OFMQbVk?s8~n4Z!^$r49l>5dHM`8oRt*ulWQ
zNQoDW$jFaO+(%Y+i)=~GL2@SQw#Tsm6KjzZa4q)3o96b-%RWp#AlU9Lc;CX$@PKC|
z4Z+E=CSZHai*7dIk3(sZfq(&t^f)^V<nXLS`T=|2b0Yquy~YG^qzmMB^%m@H?gV|f
zpCPXVvvG0WH$yJD4!$uvPvrs(f@XWb?H!0a@JNAkgK%yq0}wk2f%pT&NdV*CJ!VJL
zB%bsB;QB_w2o^io{$|2>x3D}7_gG&(=j7J{8Vl$zeja%<@wRUwCQR5t8`|KEdI`*L
zJQ6nbxB^HJe;)fmGA#l(i(W|+iNFAMo$ZTYa36S)k>1C(v(;-8d)Npx)LPa%w*tVO
z*Et)!2U_s!E>9Di3*UJdJHU;*K(RBK;4zuW?x@UI%zO3|V;n%>W<Miii8;I&7B|ce
z4gEx!+Vc=jOoMyHiLl~;GjPE~yK>Xq*15^9Yjik`*?!o_4NAEvEvlh!HokzS>UwIM
zPeBSqBB3rN9V!_}9Z9l@1~{m723!gGjW&sAq#;hSU!`z_q2!1|FCvU7OIlo7zEr77
zWv~cBolBU{LI8;|6X;Ed#pAGulg39%(yO(Kv{6t~srS|iFnUnaVgj9YWOO#tcTq5+
zLO@c81P)v@w*UaW_r5`cWe#ng?*{Vk9v8G!6q=<~B^4Lz2C8aZEvX(;RmlNH&V@E<
zRuF`Or=^k*kfrs&Aof09<&7_sY24N|imGK+l&LMe>XO?up-KM$6HXSWT~ne`w-Y8M
z4MIAW<qAq&8^fI`Rh6nuUa?k^iAP9v^@5dry(nB3sah~zc~)5oQlyqy9G93miockv
z4NYQ#TW(WLO3_eanHHXull8cw0ddvBmOug!5QJQqYWZ3J0D}77_Ydv_7;kHVzQhs;
zwcnRL_l*AlIBML%t-7UD&{b0DREMdC+HL146ck)aDxIrJLr<;1+o(dp^3o9E8%R=L
zCqps_B$+S>m>Wa`7RP_EHf_4=N-Jq=X+<hRl+%T>P@x3`q=`wwf%;5D8*z5dqWenf
zTXfYx4uvMJnVN&qB=m<?pFIX`*2}G|07p?tf(7jN?m6d^TYDE4+(4ng9)A;`H_yLY
zDVs;Em?91@dqk523jsKXas=;uz>zWT1@C_M<0NYI*AouuVVF~j3)AZ=8z3*tErp`I
z>LF-hN^Jw7Y^l~-OG|UkTa_k)SfN^6BDqaCAfYu>t4nK1B{p)I+NC8)5Tn-6N&VEU
zk<>tZ$h*5I!JXa752<*)b<vAi0F${9Ghicr(qMnpz&PXET&Mp4CAn&I`h!NF{<l+c
z<3;I@6)iN+(pMoZ7rN;llBSc@Dos1#nxv2tN|35#tqCY9NGb!5W^$+_mHBKCQbvQL
zf|4MljXs<ZLAW5;jkw-X7gGNKnm4e@*XvzlEB@sV${no!hM~6a^wVhaUpENm&S;4d
z%sSB|5jWJTPB#P8jq}F3Pu}t-<A1+>fDxO0TL(A)0Lsp2pZ<t-uWRacCh&4&1~3Uc
zYqvPa-t&J@Z#Dzpa3_th$Z{VKkG?UhX`AnlXfOW&<9M$>_4)SV=XU`T5#D6?wgHQX
zu#j=|$i4zHHW?V$_7;KOGjTE|LS)_u{yXG#5fX4?BK90B5N1dAksHYv_uSwKy?mpC
zavIu=PPVh^Gb7?+Qz-*rFSxeXft|P5-spdlMq{_7z`x=$FR|h{?Hj={waw%JOx*fs
zhHP>yVo0#G$?QyTVI@Opa&EtGoETgK-FqGlcDQ{6GN>Cx<YQyl+(v%FNw@^uo51z;
zgMemc`4^u2N7l!<R1tD*d&%wEBRnZcw3#Mx-!XW}xY%4k%-8JYuiN6$Z2Wn0e}~1|
z()?p$ZZ9~A2H;@Z7ZWOA<8T4|wt**TKXPsnJ46u@H`~x;2$N}(17|k&%ueSpJz#zo
zwD2d-zc%DO=I$)wChXX=XOV33^K*U9ASV+O6Jde?7!X0Xt;pK^1ontFkK?pSi4oc@
z7E?3nkUgz!{{Y`|a!&L3$7!31?>Cr{X_9=oany_IEzI~ue7KG~#^)OStmYZ--Y49B
zuWQKfb9;b|{eZEXT>d0n<FNyX<^YQrfNk1lOb{$i@MdOsQ{D)R+?*WPV>4(b*x`RY
z#q>I9n0?Ip!+$ZQ^!=Q($i$=@&A#R!Vk93(&II7_10A6v!xyo(Bmi)2c`*Zs&fdG8
z=GeRmv_u#am@zkv=iJ&oruOwbN8<T2_iz_4zscF(xu3g$VqY&NaT1sqy`-4@pb0<5
zZ7LifZT*|YyWZ0TT-zr+Rbh&Xrx49E4^+CT>1BqTdDTGz65DA~&CmHJ@nBCIg(oA|
z`C_M9tEA8=2<i^kx{o}?ic?G+M^enlZEm!(N>UPflfY$=zJ0_F<{DVrCw4dhJ)ci=
z4-GqkjVjoQgE@mF9GvxJi91Oknd1I~OVqVB^l9`}HEINf78-F$L9v${k1e5b1;wNZ
zP5z<A+$y;%Ls9ukN}gt`0ZH>K`f2p!tQ3y6*e$5KkR*WXZgnTAA;1;%V|6}u*DKo$
zGV(OKM1>_ZnpiZ54WH<##HmgxBm>lxxRfiYaM%Q-A4j>}m4GKb7{4w#z)R(A<;LuR
zbM7AVlKw_g>4{66%dXLB$E2_1sV1_yX&odWAOxkdW<r8$8z6xrtLbBy`EN){)64n-
zYAOLCI-azoKJphGA;zha6og_zlH&#}rr~M{&=j>Sm8g{{sFGDBN>L=qIVzZ$GEAtF
zNIWj^BKHCb9^<vJE@!wTinw0i0@*&KaOPpo_ZDUsY{qBAf#n(PPnq@2T$I;pRW3BV
z(>9>RG#Rp(W1+RcJt0m7suW34Dp5Eds~>s1+t6Y}L`+@`$&M7jw8!2}v$oJ<*3lEe
zKi&<biL?U|pSUpxW4R1T-r0W#zmJRA+Sp_@(!)*PZlfn+#@qh@zT1ht?j~kIuzN`)
zV&i!^_KOL)85or~2L{;Nw3xso6E^HJQ90~wyw9|WHxf=wz2lHT-a|Qe$Q{j_+&2Me
zb)Q|?zX+6*Yn<jsaVN1CI2RVM0LE|kF@EA~ARgZLfKLj-ZM?zlw_)48rUXo#Kob+b
zb9j>g!H-fdMT`yr+SbSpY@G6a+_W%!+eQzY*cY>J_{6h=Hn(WBh!+wMU`7SFzoFH&
z9Wlb@on2K(sg(vDQV_F<b+CM=1OXmmR4f&8l!1=~UvI`m{RQGg0RYYJEToKB<{;YB
zdBHu+#^oS!ADKJ!V8rFx&d;YUO~v>5S+dLCS)MvGJ|R@pHYvG>O4Ieaabl+#Lr)H%
z0dPZWr|KOkQarX9AwmO*kWo|RJU`bjNnKUTRcpglP`W;%KB83XifkksrfXP8Nif<#
z{hu|P!24b;XrH_hfC=n)CLl*iw3~}x9i|{;+(|R_P){3XGuJl-@;6{d0T3i;<69eP
z#Qm&vXx{6*KG$iJ=g^96UX;mg>Ic)-rsUtrbEmA#{WQyb#qA2|(<&+IDP2=FOg&EW
zY^GmnZ90*0^&x3WlO!l!WXQ2eBE1HysOgI?Y4z0<hbj!bv^L^|585_AX6P2O(xl2k
zGExZLDZE0fc?n}*(=_dJp3+@qrk@2s1uLh^cATjsB}oXUY{(<2FrI~pcObCWMg^aD
znJ*8lHxM&x9W!?V*RyYNuRSN%)_RFM;@!5fxSjYX(thUC1mvISkZ%C*Y2&3SuMah`
zExT9CwQGVBzN1c7W@ISTFqZcLF49lZY<hvPtML0&4H}&ys)t;p{)3c{w%dwGAd}Fi
z6w0M41u1T+#gp`e$wyFFTkCIUv$Jb<%S%|b+zxhQxaRBzq(76}zeBeBT1E|`b7{Hs
z+$)FmZZKqa5O6&)F#vagJX}@K)=)TEtfi@>c1Y-`X~xz-=>ViGBq;_#3Phzs3RFP{
zi%Iu^yx@rZ$b+<E;tvxxxpv)gk#Iw0r+#i8yXC;QHuz_rV}LTYXSOU!1mF$sFB2OQ
z2;jtSBYDV!+Xmh3+R+<sHuNMw1f8aCAPFaI9tk63jM_+$M`-WcBxX2(z4s9LWE)L8
ztWInIiL2jE50$(#-a`@qiAXa)#NOj<6N$wAq!aFBK*-Em1PBowiM9-J5ObKG{ow9I
zfqU-)1;7ZEOw1Vn0AMZvA7PUON#JflF7{yjhZCFevu6zSIgf$YcDLV|i62kC^8zjS
z=V=1gJOG@FKmeZ8Bl~X~-#jU{P2d}dHaE@UJ6o_3CN@5q0E-wfZ3APxSR3#sD+W4h
z)(q!;j#)8$;OsORd^2{)Z{f-u$Ki1~v>)T^6Tvcnx4ot>698W$Fdz_fEb{)Mwi8!W
zglW`D1wy8|#M7l|3LtqctcRUa;D-89(6tEj6C!FY{SJmcO}F(*gmi;ZT!b@36p{&3
zRD-R@P_POXij^g0C#fZ+q$r=bftfF#XC`|a`1eJ9-#a*bpF^%(uNG7qReq+WCXIzH
zDUUVvkku;#=>>1pxKPU}9YFm{1`Lbl^i$~+9ZIaK8k^`*0+N8JQmCYeE>@{2D{X1&
z1k<D~wS<^(6UB{guc&GgDryv45CuDEOBCr!3Ft~#Wi7TsFXgDEN&uUc6UH`R1GG=~
z13R2do5i~x`^HzW0l|L@K6xF&A#&S`4i{&>cgR?0q0cPtu~Fp;dQ>$)z#tUT1tryx
z97-1R>QQx0`EISHxRTj*vQo6IDFHaLO~r;|?GgU5J?>=j893fZBnSd?fFzT)(nNv7
zGJSG0*n#{84lr_fjzREixDL$DbmCdtbTT6*BH3{3!q&T-dKt#jZzdw*)-j)672-dL
zgX=gyYkqtzKpWic_ddAWyzKz*2ICt{-rEzA-+0dr?0iVl&6_hE`GIFKbj`PunC}~}
zz&_y6@+?i}FR{hq*7V%ilRO<!vCc0UHZTc0!M%oV4+>)d0#0ykCg6zJgCNh|%58J@
zCpY@7i8vQKL~wo%4-QT&&dsB5$|oRnwoR6rHtug@5+qJ1c<pP<36L%8FbqTzCT)-i
z5gUu%e?Gu(!p+6|5<Nb~J+NkNASr<`M|*>N4BT7sC$t_Mv#_>y?DcEsas)CB{MLSK
z9@hE3O%6aX4na2&dx0=Acl<Mc3HKSiPR8Rl+ZP4|Y>9}S`+E!8Z`$W?aJr8F0B`8}
zUiO$f*o<Is7j9zB?hV=3U2m*Wa1M?0wtzS7iOJl53mfiEPCHKb-~{h)?To+#n8rsI
zwKa6qY_6iI_Nka`61QJ<EjEz^nNc8MLO{7Dz^jf~uXv+M$C$=|$IiQS3d)476sa<#
z^)$!{dGH7X6_${pAHE<TjM?(!hnTROnIM%Yvt*D-Ib7HVXBLfe<jk6;LP@>Vl1DP^
zEY>FN_@X-8oRhW9uXSGj_BI5^a}oqdz&0@lVte~rwodWoN{({os)~fwFI%i_Xi?~D
zono4pB*;iK%!DxL0DuGNaFS$_N{Q+`h0hwExvS~?xu~`CmHMqq6gq7~42IlxvY}~h
zh970LrKowubfxB!+7Pn~PeJQO)i{+u*6o!_N<mkom{JfD03}K;dkn?NU;uKUBXX)4
zzyg+-r(l#nXt@?hBkLTQn3BK<>sj7KqCv&IW`6dz;LoAFAMs1YE>t3mLD03nbkG~~
z3baNjwF<FLwE{}%D=8@}9i)RQEfg)1LF!~mj~?dmqruKw@aLEG=8l(5Tg`8<)7q}8
z`z=(}rnTfDPSR35q!Ud?OtKqDXQ#~r&2dFa`g;24)XHEm7V?x5+7glwo~sh2bdnI6
zC29d?B!r%lRf*ek_dsmcGK@oK(Xn*fMTCi~mnO3o#64bI^-EEfYU$}@QYxmLC<3Z#
znRWElDVDC$^hzZI*!Fkm*A}2On32ck;Z?qjEmA1ygvH7V2~d+Za_1&g!Yn4rRW#Wp
zK!8>NG0XX9#FMD<^7)6F^h)0kSf(H0N#@#`Z85eIkl`;a`qfe`x^d;6m+L9$yu<sb
zR4z06ABcRD%*s+ZcbmCmUs?}J)1zy;UZ_$@03}}|R`^1RfRwHjq7O(Qo}Z5&8@1jv
zz2ZKhOV1P<g$E+hSJhK;K%s82Jhfe?0Q1z<#-&Z6nyqf4fF;dI3tIk7)KpTiLo7H|
z;k2z`Qk4{`3JXCBDJfWws7FZzbc>6Qk)Ak=Bj_^@+I%WbJ0~2c!o8@3)zZ*mNLDdH
zhe(<N(MoFSYZFsfI#O9Pil!i<Z*2~~$7u4ke@In$O<M5zloM+WAK+(H)+sbq6;lvG
zRX9nPAyTBFX6OMVDIJx4Ue{$m)S_z}GE%gVGA)=e6b2*#0NZ&WPaAK|CF*vaLZvHd
z1Vn*=6rSLPNH8|z`I6-y9DG{jWCnR(pE-j~rbr1*Bb6xBXj@1S0yO<ms@fzC`h_}R
z^$`kE%D0_I;@9FQRny<ns{BpWTcWB$n|ZxIOy&J0#UW%BgjH!eMGad-^g&xMw6Hpd
zPzqO96Ib^)?HZ~ODRJx)Z75j$Jwj{g>OC5pw69f{O;szl1;R~R5*xG~#`agzmKJ5a
z{5ri8yD!+3X{O5UFt?^u*-Gr@>humYNy<Cd$DfG0UpRQfrE;A%rjw=eUYy>aT=EEg
zihW~JcvWgkhF@_jQ#6Uw+gMUsD0!tadJoJij#<m?Xw>?9OlXhOR8pV<r&xKn%a14y
zrz#fNGWjFw3h3yBw3Hz&r3vzVO+)o{4%JmW?M*|@t=Fm_b#A`%tLiQ|>#iucw-%*J
z)}mCRWlA8J^-sd*fPN$Rt<IWlR*j_U^jw(Bj}3pA*23wurBW~ym#CSlsBF_eUbg^4
zETAn(aVlTz(%XwhPhdv``ZU=pIy&mP5-{8rg)-;YPf{cqvl10Prew4!L>ZMc)iz=z
zB&ljr!UC47pCQE)U$uC}MEZGC7gJk2u3a>+W`v~nWy(sF1A!`7N=(86QUOs&7LAY4
z;`hvFB-#gJG6BVcC-Jc{6Wc%ZP0ZV4Zab%mz6t9d8)_@2)fm-V)7*Ne<#o2`7hR>g
z(m?rixa}ZWq<!hLFS=YxTT+S$=~DFFFT;&iyU2c}>S|gyn@gp@RJxFb6p#fuLwznO
zB$3p<kaHuX9{Yr27-l;`Pl@35)Yyg}S1e4EQ%x{TmZX+&p#7<H5=czRa{?wySSVUj
zpg`)iv{iU@M9Mnp6DevWE3-0G<aSgDBH{k2N&X6uRD}W*l@T2L1uXO=5~UbQK$4|(
zKmaCBQIIh*L=1zx=-i2_SD`g}f}7Fw^nkTJSM)lj&q*pnDpEp0O1_morjU{Vg$_0v
z%KlyCXH`k2>8r2S8%j#+Yk}x&tDuFYL<J6|1rVBawj^EBFULOB`HNT9)>WuhEo}u#
zX_`J&G9)DZETM2sg1VR1yUg*)xbC&Muye;<K|924U&72^mUiQ<&Y8S#M_uJkQ%aiU
z>S3ztV05oks4~(NLL{NW5=u?s6v%A`;JTs5Kh<@;Pg!`>Y86gDo`%WkVU&_!G{}S?
z2_xwRY6t33CitHAB--NU3>X7%Oy79}fFFAs>~eFPNizaPh4?*#-K~>YHJ`t`z2F8}
zo@Mmz*M7MHoJwwe{WmuzZ;(XpO|l>s5pg}OKW(wGkpP{@rl|ZqKiC2<IKSm7?dUPM
zn1MDM;z94hjjql^bNZ}z>&33tfE%*p+qqlamO-LKi--h)z3pu7V?U6R4*;+*cge($
zTM>(#91>0;nHvHKfpa~?M`CAj9iiHH$e8;@#6Y;(<XhE~KRa>ko7`LCJK?)mV(qzu
zoQ~tGauD|>-LcsH?oK_X<VOx>!Y0#f-7<3-7a6sp+(PnW)9-%ZM3Mm8KqS8`NVqa{
z!PSpV_dD(cOzsK4shO96YincQZT#~$x$b@=ERV?P-4l>wu#983dD{cL2?v1s?J|29
zn^>P;?Kt8yF~4c<KO2%H!I&`<)512#_Iio9#q$Pn)x{ZR*WditzM2tZ#~}yF{u;L}
zcn!^y%c|M+zD@Dl?|?mwGGO`~k+uQtf%hiB@c==Y#rx*gu|9{tyxf_v6KJu5K@vn6
zyyWlq;%>}zGQWR@hSO1<fqQRla<;cT2I-FCCNcJy9kUj+AFxtP$?uB-1f8=H5ix=L
z*5MqV%4QAVTK!hR&As>ul1SKEe;JL=Nc?gycx96vZp1mZKwCg}W-l@BVUq#hmaaKO
zfigkc_(pc$F*mdh70EvN%pArh)`4J1x!Z*@Kp;#2BpYV;5=Q%f6Tu*3X~6GbCL|v6
zJ?+Bo?R$9I?ZohF#9~X>Wo}GKw(Pi;doT`gJqfV)%oKqqa7ZThw*WSSb20c%H<;WB
zk~16|i)KVbVq*rwYm9YmZV`x+yvFwT>Y3R4#sz@g^4F}be1LYg^A{!_V%ZMu*$1%Q
z67D83CU%*EO~&Uo?*zgoGZ;9*H<`Q<Kb}aN#G8qmcgWA@U|@ru(s*-VMeK7K@0bJ_
zJ&mNya2vGW&9%|9$lP#n9e57xw_8py<m5yXm?j0Ji(AwxMYrL|+c%Hx?IX}h`-2hw
zIg=Y;=j;r@++Iio+>FlWd`w^vN3au#gNr+9#FitA439COaT6?^w+`(NUkjYgr8}6t
ztO=7cFBgdWA8`gF@ZN7SW@aLNash+H0U~d|YnhV<;xTx<#1jLDAm0XN53FYY0J|}?
z+IyZEUrddL;nr^Nk$9|b-tJt!JP67qw|Oxl35}-T#&he%Mpo)wZB*-89SR;&nkx>4
z7)bKU2vAWb07;Tb08GwHNznBTVQLhugj2O9rnU8XRFvqCsc$}^A4n6@o~H~D5g5-M
zPe|p!TF`<uEm{g)*6LawO*+USLrkSuDUl{BU6~}5m7zcf*g@QE<m=Ui;yB-yy6E<2
z8DFN^^vzRQ&?!Y<G;0+Co%YnGG&jR_+NEGnAbE<Y4n0Rs3XG}OM_2_4LSZO4w>j>H
zww>Av?pmfgbB-0IiYmt_N<x%=w-VDq6%PUR1t>I?FFhlUdr?yTTh3HfJnQeiqPHD&
zN?O)TWk&E5XckBikN^XU5(pb_ZMPr+nS<<1T+bEDI{?hjcE}cU%R`=VbPmTRYmGAC
zJMG~c!KCDR@O+I^SJ7Q0eL9UIE7+6LI$AVmtRzZ-a-rmy1xv61rE*50P=zl>)HIE8
zAc;*4dm^C-JuqKs^)}libxA>eY7umTpbn4-z405~`36SB*jR3I4-G3)AwfkY5K^F`
zk_>_r3`i+3L9|Fdq~x=W!OmA^3=0<B-oo$#z#bXyvx^?JeR6fWKC7os&uR6Ps0!)x
zUSZTSr2s64!V4}*AQFcZB!M@MF`%D8iwQV^`EM4T#!kmY&HTxyh+|f&T1*1nN`+zq
zQPKiHst=Zu004%IWF(j%lQ{#;nssO+TIGErtf+#gs65>+sFBhN-FcNQ$Ci3zB&oFF
zASEQsfByiM`<b5FwY)pv3E*<qMh8K2+#WR9u_qA%3AALyWZ?e*lYg*(2|eI%h>M-O
z2@!bXbMpBXzpKls*0d$5Gc_!?s8OL;l%*^w%Ef>{61AWa1Gx<HTeV$BL)Nr?Y6n_a
zYNa&Q>K|3tO7x+T(x3f^`c26{NGjm$a~fP;*4KkRS?>lThs&Lgtk=n{d+8cqr>Fz?
z?GR%B0ANRM2{xHM`&%0lCw+tuzE-=J^{q3k*J+iErMN46GN&oT&;I~4v>c}*6Ec?x
zDZE6JhsJLcXt}?&lVjS@Ac&Uk>kRGy1@gVGp*IIw-D{@3*WVK+H|_i+?bsi^xFj3j
zu_Ng{yANCgB*bJG$h6Mj046;Rt$+?p5=Pt^oa~Y(0N5Lez~1rc2Y_JA<m<aI+CPTA
zZtXzvW^Nx55}5nQxe{-IIk+B?_5>z--v)OhGk%!|7Cpf{M*@36+|9cQ>Gu}5Xy7*x
z26Oik2)LfoU`WBhfUzDv?s*Z+@X^3|4b5ZS<;o|1-q-h?vo;s8%w!-(-VA~u-ubzJ
zceL0*NdT|35fip^z2;0AvCYkce%8c`2#MH8{{W@xak~5S%=i<=*670fy0;PwZ{cAM
zN9J}J$Qug*YY*YW*nxxX5HKS7`}>HVBVlXf+S^1KCfR~wCol=O-rYDi0_M@1_k*<Y
zb@0f(>kV8BUH544&rI*`ZvOz3NT0++M{Dj*W+G2<wUxVdXFH9rVHrDb5-bV1!MK~=
zJ*EM$Gw&05M4Rn#8TP-SBW;gkXy-%KzC)8j?cuK{>47mI4t6mjX8VaU1*R+`Yw%5s
z-VSpRZHNN{HxYY|BaD%`K7@M`J!13w!+^=RY-erE%%9yprbNZKpkIcj#Ar_O)!Gf?
zZ8;JL1I+nEy>flT-ec@yFPOf^hqZ)W#G9A^z!EM!yBlAK&vST^EJ)raVKQ@qMabX>
zwdVH+_*&STM0T0sVS9b0j+WlQhOy5_8*t=%_urMc#HX<mEsRJc#j|{fi6C16u)sHu
zSeu#e2ejhC(;1s*Cf&i0OW*r2c-r}Al`FZ8;#*hB&@!l~ty)O|Rz6b+x0v@y>QE#l
zw3L?!>Oxl3SY52*?Ax*@<IWj!w~PEv;hUJV(7At5<{Gb-p+E>gNvNrFs4-535&>F(
zg(*ZHme2~<3Ltc$Y8`p%trx?MEflor6}q)h3sO%?UZ_w6dG#a}c@&MAOD!a*n}mg{
z&UjGOxr0gMY9wfyD-FM16V|YzNNGz*2Bx`bDK1nvI#iZNN$3d#w9k~4@jA-tokFGh
zy2n=iL+k5t#ga)d0000Il!Snkp&%s)03;*`46Y7=^3BJWo97x?+b}I|Hfyu6=I@kU
z>iWHQw^;3cd!^TwVJQ}6mcjZNWfDRfM3_hfl2o;+YbsK)n??S|@a%JOf(Low2-?Fq
zlLmLekAA}u1jaWWxU`H6NbE`No-4OApyELr+fXd|9Ykx1Ni&PdGibG=z9TbmA|#cc
zX!Xeay90jECc$D)ZKg%du3!@+$8qQ&JNnp6Po`~w1bw7PHWk?LVPZyt+8gA}&wD!S
z${gRnVe1wfSYr@&9h}Y8ow5zDGZw@gM3ZgcL7B8cl5#I3k8zVRzS3Rh0sG(5EInh?
zeXSnv+V9s#VAj>Gd%dD=*N;D+oKLH^OdFE|*T50(E$jqw?aovG0FvCb{{Uz7Z~Qu&
zw;mwuZZaT{MDLFN=WC8Vzsi5|Tb94<{*C_thf{IAqi)jM{gJDUHOTHP*$YNkeaat{
zJ6Zh=Mg6qLoq3mE(x2u&Vx!k|CMy$9uIkk6*U&g<bq1MYzM;0d`U04&Qc{?gf=MbW
zQk10M1g>1uwE@-3y4^i%q|fTzK_gABObew8eL|9{R!AyB+f1$j9V+7=&GG!M=8OLT
z?ZvJ47}Tm~c;B#}QGPYa+!8m70wVr|UN_zijPbP@4nyJ3rso*bw8Q@Za%}?^{{YtU
zU+weW*Y6>;eer)^r`Kt({JniE)UJ={yoD#IKs`uQ^thj>LXcFOh%f?8i7;+=2lK?n
z`^3gcxC1{$%^JlcN~Uq<>*$n~HmWU6v0F|;pnW02Tx^8?>Y8yKH;52;x=Q(1R7+@5
zYPou}k{0p_)HJoItsp6Fl_IL0Bq*QRhZ{}dAs`Mfe(l^lufw|W!d}mQSKWNM<(Hgl
z<Y#fb&Toub(;$QS5(7Jv1Q|EmwZs5U){<^-#>Z94+M`XXrj0D?6k=kpNO3i(NCiWw
z*4vlaR039)8c0V<x{ZlC(t?npl>(BIK|-Y@K_I0-#1n-A0Z0TKaK7;6vK*g(xrLq%
z`iHh&d-$`B+L$K*o9`w&SO|k~Z|Y$1Pwx!P;%xv%a4t;y--yYd%fF%CXBGzA$p%52
zPD#Pd^AXrs$u`8E4c(V}GdbsGH!)iKzAVg1;B3b@l$p1o!8Sg#+IE47;bemw3&}mL
zjLq$mBGbZ?G9uep&tL$YZ+X9KaHa=&iJ2G}?{7`ulXw%0v)<2hXDrU#F7Kg;+;h2Y
za(2{@d-7?LBi=>gBwWZMGhjivo5+x)0(OnCH#Qyr03u@h@UgiY;y&;N#xe#VM8M8z
zytS_C-9I6xR5;SEA8{dyVh%`s;@e9J2dkyEDR_p-QbCu?Ju^8LI=kncxG^9_aNIfR
zZTaTM-u8?nfGkAC_dA^ZSh?SZl&MMyKq^v|(h`v*sKg8sPgKAFlOi@8Z-bTeEg47o
zQLZ*B5)!Y~x<FM$M1rYH?<tZRHiZJ)K*EAvB%w-6=KV8E3Tu`0I%+af0Ms=P@VfFr
zKTr#C(AiMDd9F4Igrp=UF6^Gp*C+8`b7`Sq#?d>R+W7;O&Yli;G-GuBOxLTB9&(rU
zZ5@j1H6;o(HrXJRbUdK?!3I*KHd|1G)&kN_P|$Klj0&rDDxP7hNB;ma>9WNMGjOVu
zDM3j97*iE}L;|AFDnx2}hPkY2#GOM@s;M8n<tbq_>4~~&oATH}m_I{lHcjl1F=A{4
zDlHRj?-rQHVh^E{fteewT-|{LWu@+QgBH1NUD}hUo_r&Ed!Fl<X;hjO4Gx7yBqUQb
z9;zZu-Kcd13suMp42Ke>Di%*kPMcL%Q(E%sDxY?t<&sqE&MC(fO~k20kR+H)1c~Vx
zjx9+1B;Mf2z=_9s?+1o`NjL}bHkl(hx2|Lu`4<GR)Ue9!kk9?yb9(~@-rTnhZaF^u
z%sH_GI2o|MWWYK0yjmd~k}rD^++^hT-e%{&3iEyYm@#3KiNNoVP78_dPVj6&jLe(f
z*U8v%0U8_Gv=<5Tw++pBS@V3g13t~|(aRzs&M^STaXZ)(K9_?A+2Ki%+cP6G?>h{G
zdz|oQ-sME+0NQo{9qxYoAbklw#z?%$Bzo>lZ^hFs16}S;d4dVe!#-yAi)Q_=bG%;p
zpE!}5Ozk<oU=T;4?mqJ%FmW^AeWpm5k6ij&h~GE@W=_T<7QiIQFbTc5Cu`p~?hVN8
zKe`NoVSWw(78zZ#0I)X>=W`s0CIcq0wfJQE`MtA=&JM@>1jWI(QH}Psr-+dT@wq#h
z_4kW*^`0YtOMC8Z_+BwMuo1y0`~8WFgZR!MTH;Ivn70eqe+8d5wnvqryIl0sdxsf#
z@QF_QTt$VifpK{Q?>B?Nx3M=lf=%F<-c89Q&we4dV`F{p1n=6yZw4=Z8NmEZoDwc)
zw$?KjwTBQEFT_2;EW*c!7XyG`19uJi>Ep)c?XFTMU}R0rzy`y$><s#ho5IF-n44ZK
z2fWVs+Q6c51R21--OP5|(m0IAax8E5-v;-{ji+Ea=f$jD(ha;ow|R+{`&qKhhO7<p
zHW4giBRhadn_IE;B+caTNX|iy`LF`fW4WFC@USjsKGJ%7k?2hQxJ1t60&)&cVr|&p
z6BE2F;1{?KUia*sd3oA3b=SHliGUB>0iR2Naz5e#;G3BOAl~CMJ8gNJL<~XVAKf#)
z*_qGNfMkQgHn1jpz?tvve-nuuN8mC8-I;LTv~h`k{@@N=50}a$ZDE)_qIbc#n85cZ
zJY3ROS848tXsW6y9Rw1(cNWT&1leT@NKhn@q^K0AD9D0%w3S$3NijEw?})X{jF1Te
z4-af)6A{>nvE2Uv9nS2nZF3o9TyJ)^o9toE_AWKkM?Lp$=-;V4L)61*rq$^vb;?CR
zQ&nuVhg6$@3X<BGRG^fpPExp{V3jIW*LOZ2>zh{c)nVAnlxlJyjJ(<r(qPD<1g6(N
zwC13g!M|}cGaKN<8v%Pn&k97`U)Y~g2d(CAH<*AZBwXY(b}n2w9y#U3%fxH_TVCwk
zG|9j=vGHRa0<**IP&M;9MO_ZNNN1(WN1H>60u1ymYhg#Eq=dIr;)x^xNk>+hS3z4q
zzb>|trjd66FS6rA#mP@vKv3Kil9C7@kfFpWE9)p64^dTAQadB-Vdb(&0zgqhlhzEI
zEEJxl0t!i<i=p$EG1ik!SEti!bZC#5T}y4#gf=2ewIL~{NC{9d^A0$p3X-m%staZs
z&f)U<tS(z{K4&u$;l1_*<zsez9`4#_9LSu_;>Kj1pxY6fb{N{LH1E_n8m49E-Bf_v
z4XM`%F@A=@R09UUT=zHY)y(*7RaAsH`xKQ2q_~|uRY{{H-A$?1*<BhE2qUS#B}8<|
zNGSno+_|W@!Vf1@Y5xGLQkn9oDo~2I-suCaRmN20x6*=_D*|OoA`t43-kY_(&1V2<
znX$H6yTQ%7ne~3pj-<1*@5`Qz8Jb0Z$91DkB1xrfqgPx?N`Gdy5Tu3+i6kLzsG%xC
z(&s|b5TRPt9U6SCA5CSFl9eY=tsgU~DPyFCwq-Q*;!>hpX{9A$MGI2Wr6l8P^zBPe
zaY@u^DyiI3iR!3r#HGa<DkylTp~8NtS`<Mb-a>%K5_g*((Ttzr5O624;c=$6bC=@V
zON(4JxLi;#$OgXV(1G4`cI9(ZRQ+qqsH%C|hnzi1b=9fGlQVKmfC|sj4@ek{aYAM>
z+<}=H5t+mp+D8!wyoiD~?+3r!2*skrHnql2X(l2@(fC@&wFgd2O~A_MmO|~2AYKQ?
z<9(UB_-0~5-_|c-ur~l>dAYxGzQhuHnePI^-m_`!PYOw!k~;t=Yrr#`?|hIr0T+wS
z=O=PMBav`HnGwdF{D+$!8?r9P#upiM>;_CN-(bMr(%i|~@qA6cw1N!BYjB0{nY0PM
zBdP%yH^*z-2+h0X#ij&6xi%O3Nr<-u?<U4Ze*N!(xV`RA0Nd~KZNcxsjkCM}W97s%
z44Yj}=HOy~c*(V}O`|cBgL#}mQ(^xAS`SF=kPbxJKo=nQ;wEB2nZ#U=zHK5lKG_7o
z0G-I20~gHOA7j1kcW}AA^cj(6Id0{08g3Tia?icrA~-~+0AAM+eWLjGB486alt|6v
z*4B;45CH=gn-Wd|Bu&81Z2-rvU`*d^nc+>bU}HJS`$Xo$(lI=ITXuP{+-;`jh%(?i
zJMLU%!;oW}=F*Y@Ikk<2#ph`fdz;LOFcj^4jpV@ulY2*b8<`?c3ir%JSO|}8yU4Je
z=Y|0)0Vz_HvJ!xhN{W?)grrF_Kmr7iBE)e)&mooFvLic=WclXWvnJOB3xDxFYinK@
zB&r0NAN$q*#Kpu!40`e2d>HT}n7mZfQ&9RJ(fLM==D%3$FEqB?s!1VhqtTMI6jar%
zAH4bh00pFNVaJx^o=r2}kobG}Yoev5r{`Z1bmr?d2htqTIZm;puAYgql&ux|+bS^a
zN`Z#7*HO^OAXNE}sclmGiI$sTw6w!*veFV#+f5-2Hh@o22yL{aB_x>%LQ)1oQzY?<
zpGp4!bTo`EWq!}>N>NvcOYKum+9fFqqNJStnZpi|*-);VD(Fp8)S5(11ya#ggo1sG
zWIl{$)+U=0$I7HrD5i2Su$3aBe6|Wfs+bB*Iu_uWDF$kg;YyIA(Z&zMCxO+vC+Z6B
zL(=N$mrUh5)vqq7>kg&fg6fs3rR3HjOK}KsNomHJkQ)q&a;8tre~Q0>s{a59^u_b{
zh6h&WPDx|TUoh!!Bj&YUR%`%Tt?Fd~+Wiy)q|{Y9g}*?wCCaxPWzy?^Y1?!HF9+M!
z;Ah<XZ7_2!{H=W@MFnGR)KXT{xl2;Zi3@G!A3<%_)|G+?S{A7USWei+-JAMW+dY}a
z5s9xD#4(Clv&76#4#g`c)yS=uv-nb#PgK=YR1l)6RT6t7EhzMYY>=r+^^8+vusl+U
zREeUdp_++(np%oU66CHzfE|F+(t$EvfLyh>DJm%_TP{D6p5%81(sS4YJN-D`MnLt)
z!1pP$&0i2)w&g+)?Kdmw`kytt+p`^ddu-9sI*ylGhpF{FMuwrI^?7P<&p<A;*gXFL
z;%CCK;NOhg;mNe2Lq|n->rP!-oDP$rYM@onv*vkhmyHN<dRvttxOSq6{<4SC`waL0
z0MX8{JZ|QDW5V5VZ6ETll1KsuEx&n_JZ5&;<C3dBjIq3T3z|%vM`qViNj3W`5^)I#
zKvj#TVkOTmGfKe)h>s1x@b$>rx(q(81Gi0zCS2rZJtZ{4t#e6Q18AUk7mv6UO@*y*
z5&N=)%uJu&AmpByND%|5$8(S^19BkAGkcqh+>6bPy^c*97Wye$Co7i?qDdr!aU_(0
z3BDi_0OI%#(~vQYkFo85ZG0X-I%X{P)W*P&H!$JRxx8e$QW#i1ZyNr$%i2FNP(P(>
z+E$;eX_aa6>Zmm;Rx2rANJ&aU>EA=GucxS#9)%Pv^`M1-r1>+Q{snvh=LcS>rRCbr
zQLLzNx~I8by~;*HikT~IG!;p!)0kw2lmk@M%ofzO7L?m%ZMp4WkRWC<1?FPJTHS;h
z1HT7A+-wD>@*w^{jE%XRBWdyc0cK_mi{dz9i3(C^>gP$7FoylsN>%7)iwjIb!vF{(
zHg&jO9f+s1T}4Y)0AOdyLe`(=ERNa_6etlNBz51>f|p9%<!=^zyD3dj>%6dB0Kx-l
zUZp{+r>KMG7hX=1gs3Sc6wLrqaasrHwdZP@g#N$rPnGB>`iWBXZ5LJ5Us6&EfGyU!
zq#*@l1Qq#?`9y_zZwVZIhC&brsmz||3KP5=&ISE%(Ek9J0WwFv`x0<QKoCWsi}BwF
z)1T68sRlwZ>2nDHCUo2@3RL6(z%s=cN{HVv6BKh%EMu;#V0KYU6Am1-v2!gIb!nEa
zW7Coc1gRr%8OMh_E&Ux{3Gy97I-fSKzr>wRoo%?<b;KfvK@K6Mwq5;2Ot%Z5sbNZ`
z)HMxGjm4v_#!433G~VH5jVD8)V@=ZNsPy_8R+7yv4xdiVB`rHBDhO$cb`aZ5GLEQ1
z8$e14`ceTf71dOdlpc}Oaxr6hP}%{t%n}KRh<>jLKeSSuR4Pe5BQSF+BEXPD0dpXj
z^SpOy_J?WeQ&Y5f&2A|*7nF(fe+4Dk{RK3?M@vo%I)s@h3e1S?6c|<=g-bH9+9?!>
zEEHv<@QVW@GHQyZ%_AY(TAJ6h#saydYCUZ{%T6}A3vI+DX;Myl(!QjqC<!SeBIJ+{
z96Q7>hwe}3y(*%Wr8~=Y?hv$AX(&n=E&!mBQ$#>z=7=ZEOMXI^g5a^^(Tb&!JvJLy
zMaZ?Tc8D?g9y8)!jUE?xP|Hi_u5r^eN9s}>rqj!+s?{H8siYc)w8}KQTxmk88tSW4
z0+Rg&(CI^J<hD~8+MG8Nk@ulhi%7(jpk+wHMETPvln}1O+DU1cim6t0OPwZcvK*-_
z2^(Bug9xjnneC}GQ)yBeQ!70h6EC%AMCBB!O0-I)%tGJsNRO0WA@X-Pcw5XhItIM8
zzSGDbCs^WsW`|awZGTGHFP91eY}?e~NOhHUB$z2t(ZzO~P_-J(F)bGzLe%z};;GAR
zf%T!fXG^s5vOtm&kS-ET^?FanZ;3wwJZt60^z9p0ub}3Q4dY#-RO?z|s2Hz6K2=>U
zEkYc9N9P+X{JRxR(^M(dQ~8Xtih9qL@|@<t-e3<?0w>&CIDvjYNq&yDgB#i%nx?4Q
zTrQ&t$Ej9naVmNA(<zZXXi60-x}I9V0!>t<B&jGpnRN-DEg&Tb5sO<<g-~I5tjTy?
zS}QQ=z)z)^iO8B|rAM;46I6`XAxR-6LDwkDQFSP`WYKB03Lht`p`ND{8)s8#bn8k2
zl9ZLy)1~@;wIr!<veFWS5L_<#XmXpnMx@$O=%jV}bzKkB513^`_Jt}dW34C(LrYQv
zfeKO*wFG?%j7{b(a|Uh!l0YK_V#g6OM4l=%`^>Dk%dRrMl_agDt+jNh-91Sl^pRpD
z0wQ}J_;=)UwU}tzzhREKoyDEG-J83AD2&`4^B5Df0k^3);3wMo0M6S)SX(%>XN<D-
z%D2E3&C+TK4Iz{onskM>*gapfdYrQA7E(G&{KY9L5S0Lsc#Dqc^#GJHRi?UB&_Y{q
zR?{R{JmUP)ijts7DN0nNqychCmnZpT=d7&_$8gg7n=b7<v&GKSn1N%1gC64`r!xk4
zV3Hzs1euFW0ky3LGGtyamO4kAI;bn?>w4ZTGRK?p^^Sl9FXd`FJhT(lAGB4HY$Owo
zevYn~1;0-7DN>41<Bd3!ElE)XA;O-Q0D@%&LL{V_;qT$dZu9fvZz3N)2UDes{Kzyr
zdd=`JZM$b|;v<JYVl(StZ#gq0cE)&&nV6FhBms%M2n1Zr5jZh%!7_g+oMLm;i(+E-
zGs97l%X4X;xbcf;90B-!ns{pD!M4zDOp-<92^afXci<CZ2k%>Q4{`tmMlJ3}Eg1*c
zn-h-5VKE?j?J^GxXCAQ!6Fz{LGJiV)0sJ?8pB-VCxNN=}U6}95o+Jz&=Jv)&l^G!0
zwSX6~1A;G^HzY*f-G}9IYsA1r*k0J1MW=s3B*nLqOmQ1x(;mX!#2vti5)53y4cngl
zt@GXEpgwu?w(Tz3xM6nZ62xuoZRb7BkD)fSaOUzR@!osM5;AtV-q_+hA9+2bkLer7
zq@TZVn_5mgk^%c$c_slnjvXGY!@pQ+_vG8#J|H)qdPqgjs2=GXOkCd<iy09Bl@WNI
zhGzDenJ{hG5xtCU0z2Hv?m^non@#``al(O%ktF0^2{9eS9GrSgoO`sh25ob-{qQ{X
ze4i$<_wUys6#<jmC%y-%fNhc|d>$0ojK_VgYlE2Yh>P(FB!d8Lk8|oHZGkdIM7fBA
zHna`0ZfzaLCo?05Eg0pkzB}#X4cxfBnB;ixcJDCf7MY*!5Hk`Fv<S}(4)b`6#ruFw
z=e{OlB%UK9zCBHdx3tE4TM--*1g1r;1cMQ^i~=WZ?H413^l_^P@%a0qUvcixSnoVt
zh5RB@B7H>9sNZk~2j1Yo;1B^h^fngX)ZY?BW)BErz?;YdNr=Heh2$GSGaP2LjRw0`
z>vfc(nu(eDokFcano4v5^%Cl!IHZXk2$ExL@bPU&h4>vEz41n^@U?}l-{8@SZ7w*Z
zp|q`QT7nXUAgxPMu#}}Bl@kFe01{*fzZ-*E6%LGq)^kIO4yhq@`UNV$ta&gB4P${(
zM#&~f2hCN$DOe~Yn$DTa=v6l^Bj&4$RMkemR?sWGh|_7*3Te<}k2!L+UV4E`oN3Oy
z>+Y@RoLkR0qPHA%N?VR8Q`DuYN2r+ol*uuXB!_TusOxrYelZSyO~J#PTzo7`UNf4v
zFxKjbO)3)24w}pcH0n>;Qy>f#f%QJ*085TcnJGvl1mJrTW=zj*g1rU~(*ivd>^qQ7
zVgMN(%!|nTkV=sT;_)%C_xuUG_U*uvsp;~{$5Xz<-Uq_qKDuVkF57^}7Ku*Y!eC+z
z?YIUb+;%(w`-6LckzfI~-u5Qgf@UUfkYE4^ll!851WlyhV<U$+!6$i+o5lb*iwj5C
zac{#*X{F2ApFSeuFLqWOt<|@0v@^ZF;9$%N7#`c5^98n$Piq)4k_P)nqzN;^k`C7*
z1e^AmBG7R$)1Aiw-qGm?ZrlC$AdcX*2a(f;mOO>HTJX`gFtc#ePFu2x5@L2F2?7nE
z+SZu%5dh*saXBFV5_^sII|KLPII+gpup3yB00WYJL_`u~b~wCuun~fO^Ctw}Y8!@w
zaK3%_EcxpbA~pBuGs}r)(C>L(!@LnQpKxYk3GFuE`ew%?yc~hCi{=Qi%nJy~+?~>J
zNxWYh=4~YQGAN0gNH-!(;^SgtA|RRE*dIN9OwLW4-DlD+M*8v0*lrxO<-1^_=6!!p
zAX4h}h)6^wr<@fmr8kb2Dw6XEl1<W)D!hV_ILv=6S+45+cgxyFrlqDFsAUS%tK3)B
z^)9uqHA3r<8$)1_aH146cmn{%@0;YCfjKyci7{zl#E7}PPB3EdY-~>U5imo?uCme_
zt>u<SyT?848{F~^p`X_}1HBe9E2z+;+)YJd>_7NalWw7kW0TsgkJOySqv~a8>P<85
zFHf&=Uq{l4H@wA*t1dX*z!FqSMv!9DGlP7XnHeAxgAi?SPXxdM-HGpf#`71s7{QJM
zLvEX&xa!$j3pMoavt@Da*SPEz+_B6WeEimvR+ObZMaEkdOrUpL^ox0fM33HBGGgQ&
zFeYHl$o>;1MXhL<1jl2>T8CfO^xlC(sa3Ls7()fp<v7Iu0E0W`Q`i6@O%WePCyerW
z(fY2Dt?2qbvI0sJ`_zf2uPGfiO;aGHpWVNf!bmZGkd&8R?!RrR<Gc~&@#pf>2@*~H
zBv>1bunsYt+!zLNv_xJb)DKCO5HXnJc1zras00V8HH`(>S5oPo71XI#0aEHb`lXJg
z5>nd;BqTu!Jv<}IbQNJL(YdEct1c7e)7L3lWm1R=Qc&A27o2fKK>C|uB$FWlH+UZ#
zWy^bb@P?imaowlFG_J2v>6_RSya=~_>}EJX?rk0YZvaS%i)|7N#~T%IDDx!%CH*F;
z#NX?s2(3X%I=;0URXSQp37L1xP!~`HfyTN)O1e~%g(Q@zBoMBtf|Uh99gN_}J8<zi
zaLKvx9tVU=Ip3>j;Br0uGZ{lM+(y9nkV*T@j9B6c;R*GL5`MyGe|eD>ksK-XBevb(
z%!uCDJ4Emu_BSM31nfpk*!~s(@i=#H@cSa}A1xcNwW3FRi=F#+0@m1&axO*TgK%-&
z{fu733rytO?Gb4ET-pGFsf&IRFPoWN&wYu^!IK0CxEl@4;BbR@?_qXte|A>NC20VA
zjfCI16LWzbiL?L+Gq&(B26qH^Aj#VBc#O@&4^wUJKDH1&FKcnsIXjX5eY9%2(iVy$
z61rMKOKYkb54=bVZk&L65%jI(%KDPXL3Y2xGt0kCF5DpbcRzi-@s8ylOM6~FIapn#
z(vqSAl8Ab-Nhhfc^#jn-R1}rILWft-+ElQz*5Axr<4Mbm4F{ImVGh!x$#LX>rYMzg
zq@sG0QCJj8om+)TL#jSuao)6}8_hiSmXf_2mkJoCVIM5zYaJ;{0!K+|fFN|C2>>=K
z5+waafB;LUk`fehNhFeFo}+S3z?E8H@A$VL9+|!I8O85$Z37)2&v?ozy87R7$6j%6
zI_lK79C1Z!acd;4Ygv^NqDfIv1RV8Ah|J$NGXwC!#9{!M#}VqsX@O(>2L6X@#2DdP
z{igTM*|3Yri8mKBXDtKw+mkoHQ)s)NJ{`~8eBxfai~0@n1ehbVf(5rE_Yv>!yn-Na
zHv15GQy#MbjKt*n`wL8gzyx<Pb9@N>>|fs_>^NLs!<b`z`a?ZDJGI^KY>XQXh9Yly
zo8bCLGBJ=imThtNFl2Y_+;4;H3tXFTx!yswyUa<6xVhnzjCb^~Bu@Jb4UW;pe4j>O
z*3&|DyX5Bj#fbwu_qDB$xiWVHFm?dy2I6Kr*aI0mdQAN`7`#b8YvL{~aem+1iQvBb
z17mP@>?TYc{t`GBI<U^?RuA8PXNiepe*V63A@}Y?5O8FO0|ZGCd7N1Lhm`*S<gYCM
z0NMQ;{{RlA<HMtD@4Sr8(>sB_#@FNAT%~?h<&*ya#Qux_0Ebg?yrKMc{{S?5^Y4tX
z`;<ri;o8Ih0Pt!r?Z>YT(d2G$G0nWtZzGtsxR4GtI<DZrB*(0Snd4lT?m#dz8Qa#x
z3);f>JZwDSAIjco?fj$HJ*V}ZP0i-lfw;sR>$3!j1n(dLGx>=oaC=*gu*h#=!N=9}
z8D{)17}K=hl$$}n+jy@B9=|!uhPcZ=d`Orh87FBb<GqATP9hG|5ho^p-HUge1L$C?
z$S4lvSau`tA|&1f_8agM=ncv41pV)h#9T?tQOIeSVsai%M}Qi~2svmp0O`j|zU+g=
z-6ef>1EKmFx{60__0ziJB**kgNdZZ@1qzg?NFaj;W*pH?UIRSEq*7PN30|d2giz|>
zfpr(#hN=i6N*ruSQ-qRKc+=)UoR~5FBZGnf5hmas*Cfo4+peuGG}_!+&q`ZuDpJ*H
zgrNYbL?mD&z?%yJ0qz#J=<eoQnC^@TwY<OC-MD1>@QuIuKcwn^UoY!Tbr=Ip*A&$a
zeE#r5E~P4?sZ<gBi);v4!bIzp+FqrmsH0G#sijo?CFYcbEWx{OkXv+HEiGxZ12faI
z(ef^^<6kwYJ4vEaB>hk7PbH-RnGH|Ua(Z7|7*U%E+7ZlryUW^hx^K=@^Lo~>r8QK6
z@(lom0NY<SDjP#bBs3~gO3axGo2&3{7i|ttU>K3#oOUb^YarW&hISjecjfdteRiby
zr_<?Psd)bYL8KKF%$Zuhb+7<GQq~e+++KGkxfN7tOZ>^JY5FT9NnpN*>lYF_TS8Bi
zq9VnoDi6}L(Fq+{vClefZ3CKXZPap?RCzTza#2vrWORP>bj;E`fS@`_ZMAfuo{`tk
zru6#GSk;|Fx`i99Yt*+=>!@E9FI)Og(>Sl23xuc;rqux;6M@5V&e{9z@V;6Yu1j6C
z(7sy!FUG~S5tsdU$@(w@N6^=+)Sy7F)>NM-ts>4hOAesHxQ3~m3O!wLgiZ@m=Kf&S
z0Yla9FvmzjX{iCEr|B3$Lp>^S0`MMj#DbK@5)-YdDoH6&C{jsEkf1~q$SEm_1VIE4
zNF>NO2yB0ik84ixJ5Kv?q!t6*0o8~Hm~i*7ad(3TxqZZ!CnC&j3GQIf<`1rH1-oQ@
zqBb$P1c=T}?GZ5+k7I9R5yWH<xWF@P{oonya}qcKi)PvFI0P90-rMYPz<bC6fCkyP
zV`1<c-ZgXHEp0d7AX_gn6ZD9^<dcAIW4ST4{?i%s_M6z_9`ZK4z`qJR8Nl`=Z`%V9
zCnhcfdt%UiwuAWlP3|Da&9?&ITQ>&!-$MTPiNoIc*^cw$osG+ePUQW}kH>%Zh~Nfr
zM*g<N^ES*{2(UB6PvM!r+a!_&_PzGJlYz03dEAJAeGjNJfCPhX&oPrShDN|;x!h@B
z%V=~UWZ4gZ1aRS#yqFdnl4OXVyZ~_~Y;rh>A}ulNX^WocVj^)MoDy8#(00iKJ@>Sa
zShdL@WD@`Z-`gW^P3!<RG!Qx4B3O~Uhkgt!Lvywk_*ug@!M*PiAM7``xCER7G441<
z^J(uSj{f<dL-r$uFmgR64gE7?Al_h3#BfQR+WTAD#^mG-oP&7c3u-iDrGVh%<SlW0
zwVGJ>+jXA9I}Pm6#fE!!Ig8Jw<lvbkKm&lA_mcpdTX-YdBQv~Tgnrl};y$lidyyk^
zd+>=J#w-L0m=~E4KpDW>gSE-ulRMb*Yi7h}o4|7~d)RL8-Mnvb(C>gjkrCc!H@*ob
z2Un?xeMU&_F?{a;cLVe7JVcQK#%v_o;7yKi7_l?%cvgejN3G(0j6_Ts1|$pc9r||y
z*RcfOA;sO|=bN`19XB2Cr@`b*O{ck#0h_>`qHVRn-0)4U2GcQ*bKd7MHzqiVDG|~y
zpKA|)^<U71jpSZ0@3oEl18EaB;x<-mZo7^S$KFB6mL_H|z~#uZIWBt9<vq-UVIn8I
zU)J8efZ!RJ9YQ7~d&nbs0@80Hal~#r+{SV{nXv=xBG;Y(NE3P5_96s*!8031$A<p^
z48R$ucbUldMaXy#S#BNqcnFmCwS~?*3kwtPF$TgoQ;5&o0!O4?aez+30<`Uqc^3rO
z3)|3Gnc+`wQfvi?zW5e1A_Ulj99Qye-!G~=!S{0v7VqI}FyF497?~nS8MX5^fe{yx
zi^Y}fh4Zi?WK7`iBwl|Z>k*%M*b8^sE_>XOJTbIH-!V2bYa5vYCPl14kq<4;$$`im
ztWN;U(A~VZ2g%EC0{L)<Yup@X@C5E8$uKs#jFTk6+<MGzcLK?h2%P!`+ipDKT4klW
z;*10|lH$~D0Vzl(W3WB*oq%X5r0I8BuVYM10=iTwHCmrfSxg!>)&nHMqvjlJChAgB
zo)5b`@4beE_-6LCgH6x4*xcE&%$%QoQLhqxVAw#B_L4yc&@CcjAkJOA4!ul@s)ofC
zB$%kIP+&O#s0NVXO59Sw=|z&-mC%Cf3ez_yS)idEIyRWoPXW?38uE(T-`puu+G$7>
z)T=5ag4!HXE%kL0c*0awR8<tJq353INJ>1#sHLO}1U8j@C_w25N)Qr+j*yh3000m?
zz7KE-->&-%h!bJCxE2kVJKv*d&lkCWP5@Ih?z2=P9;^nRPC<nNq*0^_hyJ1n6%L^w
zB#xPw#@A~V`hW<1=wtwt)3SsyPLzU5QW|U_BsNNvg)gZ?sF0#crxs2wObcW{Cg78j
z1&@Eo6Bib?<^%u-p#&rw2$P%v!r{BD?YQW7HP0PGzz%tg@5S!TYg+D0yF5rAae3{r
z*moAPhD1*nG}V=KOY><eYAKz!*2Atcs27QCNtB70G7SFc8MK%&CVNal#fES%>QA=|
z)_eNiK$31I+syXQ2h<j}ox|pHIbJF9%S*p8mGnFr<9nm=16-$1lU?%KwJ{wkYPE*?
z$}Mj-uz*a7>Zn8WF@lnt(^<%R**`Z$Rm-(%H+GH}N)&%|1h$782@5c&qo?{v{h~mY
z`N=W+(rt*7lWWAtykbll97aet?U?(Vf(*d0xf8blSnqo~o8`gz+3&8fd@Y^LoaK}2
zeBHo~g#Q2`R6g0M&~-`;YMSsHc?~}>dQg98;{ihHCC8dqQ2ziFk<^50Rr)@wrl^YQ
z3YuUD0mm9XQq93Bc>ztVlm1G`k^wm4!J3+yXG8R_Jx=mZ((4Ybmr;3?xZ0ATa0~?t
zfj1W1wEqAQHQH49RZ3%2r!tb=V?aC67XkMA3W+iaeJ@y$X5A}aKNsC%EL*=z6BWEg
zx9&QTmx-~^Mv_Rek(2hm2@n98jrJyZCT2h;Pk6!lgqr|6;8>7&>3^*`4_vmRroEw6
zteL2!fWRur>Zd_%N}s7tKR^V+l%N#nO$Ye|)U>LeU)AWfMlA?Z(uYz^!aT;5<4bba
z4hnLZP#`HVr~~l>?9#^e+)O)}zG2%dbVJ%X*&tv+6TQyj<c*2@Vg?QEF}LR(g^%HQ
zJY=;E7go}gMxjAbOaTcF6m>9e0qLl0uAOG_32>W(KTw=hk518p7e2&A?m&!B5+G)F
ze7L?_^KIuY5g>NSK9=5RVd*<u9m$b0M%y3A_Qq|0P89us76i|zzocHogK_GDruK_^
z+(5mc%!7e>w`%=(cWJwsFdhBuG)n>YS>J>+BGNtW>1lvJjF2L343u%`Z)nAU!72op
z$iT5YLumur`8Usd<9Rp+cqctyaAHiy+jx`rumC#fZr#%umf_s@1eVh$=bf{cq!=L2
zV|WrkgL`C~MB|Tr{4#hAPHD9N01`Q_ofR&=kyFcBT|-JO(;*9nwU^Sf(&NrSI(k%v
zA(W9;lBZQpv~V8*d>yUvFPIvx)TvgUPtqSs^;(q`Hk$X)65=$fWq=m7xC$3o;z&h3
zIr@~B9%(B2)kR53r_$5W(X@ssX<BNYou<GIvco71w%SvIl%*+18$^jV;}!nsFQp@e
z)18Ug`qd*4t55#msisivQqjy$)x!kT5~+0+Nhz69k=a@)doqoxRuk-hMq3^$CXJxP
zqy<vRErv>(li8g;DofRr5!qb1EK?+qQmNgg0r(J2!V-ig0EiF;;?QsJfq4>ko+-HG
zPHqO~`N$+^U~?A{a4o<-*O9c^!oqEdgBT-=7abQMgAxFo{ibH%k|IDCm>gkZQb}`i
zTG?tFKJH#|@A+=`MO8f#1l~K$k6rN-GdHwAuElXmgs4d()`D%D$%vS=;y{?ey5TpI
z5qv~gfsOVNfd^?Qsp|C#lv7c*w-iV#SQ6Vv21|}B=?Mt{r~;wXq7s=>faC0CB&3y)
z5|B!it0Zr}=FgyXl>l1r!ag&8k{a4N-yZZ;Q!OfSj|}t%E1|&P`Ly!~HapUwm9NWE
zX&$8ovXm$h*U|NPi?jV5s*f8vl<)rl1{%<u{{ZdR$#*0WNc)UM;GQ~n#aF@ijoOyC
z&VDp&{KMh8^k5or(o<_(z}}?Y9XFGv>2$2qR`T<7u2#QFibnjFtNgV*6w(%?hRXE6
zfSy{`v_Ba+nxj&pRXYR2y;hMgb+qFyy7w~jqv%U&ZN<-1bdM;A1tA?S1T2Ic&68Dz
zRQ&{2(_vVQj7=C;&q~AVXVWQ5l}}y;H0iXfQj(vqE7K$<z!Ve|hENgVDwk6$=?+B7
zx^>bjvlLZKiF1HT=2H^1B5(kZ%k*TcGL?3LB)N~cO(ZtcXcGx-3AqIQDS!?EAlqs5
z+ORf(wC{iD=5j6s3mjfJpbAV5*&}EY00*$!@0;;ZD9jLTfCfm2KBM=KcoS|gfTX$c
zzdZMG;jWMG5m__eb9f$x(~I7~i3ah+$G!0+6YVD?3;zHNo++fnft`Vj#EZ<EO!w>n
z97qv9o5(UqCNF_}TQ;`ZVBK}TDv88_18f-0vF{|$w-;<vmp-MElmjUSK~w`^NdOFw
z?IVg!BdQdujfUsksvr*2^<%j=o@^Kg7Jvka8%6*mY)AB@o<3?(xK4VJrvCmqN6{&J
zoU|MM&wniL$3g-^0zyTE7&soj)&~aH;w59y-@f)c>`5kOEjF0q#ZLi#uk~0!9<ndA
zOu;;P>*9OH6!<mZ?=<sk4yC<y+Hs?DyK0pc>-wl$6mN#Z%&ElbsV{1eHPk%DC|1Ys
zIFrWj3Bs!JoJxZUp_S=s@fx`lbjdEpZA8?|Nm08X6?UdCB%mopk_>#SDx}cT)K*jw
znG~{SPMU3GOG!}x9LZ)%b5fWKksea`(fHVJkd1eRo)PLud!1D@{LRf2YeS6ks!Rpx
znq!D6L%hJCN@|}UMvx&XE3Z)$e-!n7TUOV#3cXue)GGB|O1;%o)>hX(<yBo%>-tNt
zI`WF#Tm+;kN-&g!g9%Jq)>YKj)znv2x~J;vA9|*x_X$&uI{S)sZYfHhr76WJM(|DG
z+lzjzVCKX@n6>gEHW&c=evfP}!C;#Sgv!J4=_#35v?W-MDKc6GReeDSD=S-erPHBI
zDd|$LM=1ak+n%YjSBx7$v^CiMVybFXQ6MOaYDB4ChMrUXP?VMmnnU*I5!+IoyC?`k
zNx9A^H<AewexFz{X5##MpOfpJ)Olw~tEfFst(O{FjHs{WDjuXuh5-7MmQuAC{pB9>
z$Cd#A&G)xs78{FqHuRXELU?tn(yNxmE040u^tY-K@0jWkMLW+Lls=-R0F)`phZ*XS
z0-81ig0DxzRuefut%Bv76Pl7zM=}!mwnTw=>XpeRN=Qx8v3>+!Le5C>13?`m6THCh
z0|esGGbEE6z!Ai324Kyx+!Gs2`Ur{cPb=mh6Da73rqJ4JQg{*<RN-1^TQNN-2q<=<
z_g6yOZa;O?KTZOR#a&S@17D_4zR7{nNNQ=FNfRU~_p1=NNf3^d1N)_5Dn}%$+H|k5
zR!IaoN=lGF`3DDefz|SjifJdQJ)o9y2n2wl1AhdYK7_N2$8`0Zd*?UF+ikZd0Rc0U
z=nR|45hhP!0fT+*#ur7`wB3G~)M@W^1aya)U(-=crA#5_x{Lz~>2W1ZEF|=;P(aL1
zPWO@c0&ijmPA(=d#^owXfKo_OO~D4la53;HDNzap5n>2z*yWz+ou+=q{*(UUuq59m
z`HfRhrb<xFTfqoRh(k(On!-barND+>3vDGp52zt30X9^?;~g@0wU2v&1mYm}n~Alh
z#E20S5g5PWi6$V#12cOQ$4uOA-*@si2Jx6irAV}tR%tY^sSOs}a*@U9?u8YVDd$5e
zTQ0eTfLZBCkP~o2`F$nyxTZA+sT@jL4Aa+B_4&>$1h1;5oAzwBl|co@`np1iGXYp$
z`)z5oUSeQwL>-QJXBWZ5#DQQVVf}*g4nwZLWHr_Kn}E;5haULKt46LN)v()jts&I2
z=FvQgkmHLIl%WVE^>qmyL7-q90md;%S`<>WsVYK>RFx#5NgzZJKq3#IAj}LxZO2-1
zE;O~Y;$cZ~wW$syft09yNjV=(NIkg9Gp*LPP$~sJqT6NF26YCLRFbz73UNzO4;6Hd
zlo0G7AEYFK#dDu`gLrfMU_WN|v*pKivW#5fZ;M=Bzz;!=(QL@z6Ntdyaz54@fu7re
zmP`6W<QkefnpFnYN~j)7iE^Ptl&G^)DQT;O1UC254Wy(egsnQA$rL)3EkR3YC8yHm
z6RUB3DGW51rMFim2TQ;ls3t)&BeC2|IL~m<^A5~TdOjqcz+1mmf@Ba4hHY-vAaKDV
zWcJ!NIkks#++PqcYV^HAgs4^0xZg)lTEsZe>;C{3`)118m7m@E?wkUWIIxH*gPFiP
z9@B47A}{U5{k{HvJfDTn#CcvM6eixsd+oLHayHD1hJOkD=@VfVxq-a)5=7sMc8h@^
zMeb)lwjxdhY<C7WHoR?-9f=$J?UBRZ+}tmh!Y6ZSU>s!JEZXpAv(zN_7VkE;XR#Ip
zS}=CvIXi=CAlymBfs+CzZG4NC$;pCm+k0a$FE$;|3gihtbK27~a80alv;hT|UH$$3
z5kvjE^0?ujd`J)N%ytGO3x5j{a~xG=w_kA#u-lJ3;({A(w5i7&QjL<7CRU<n5hPz6
zW^|rjt<?~!l_|O{F`lJAsMaXAPJ{~(iH|vC00I(Btc0maCfPT&+6@)8((=Pf^GbRu
zHR_Zn=UxN^tu#%L1sf_8(x5!UB0yR~_?>vf7v9z)%rXRd=;kUnqv?7I6I0BK6&1ZH
zag73%z+48!D%4&?h7rG#gXSnfl@7EFKCR3Z+PFh2QYmN}5l^R5C&{E~Blmx1ke;=s
zf5tBINkB*>ae`ZmbxU!@DaEXnt;MLVYEq=BN-89k5=l`~i6=84aIpepo&8`51|W#<
zITN|z6}fzD-aPq3xAvTmxyEA|&P4F@z7L_rjNW9<e;wuo?;An9Uc`wc_qYHbd+_)5
zFa}A9J?03G);Bq`q1RV~-sEr{*Xwgbi4t}u$9eRDd9VT^ZNCh{Y#{a-7xg07kO7(R
znU2zZ=LQe4_K<yq*l-CkH{bKPHw0vZn+seX86I75F$wvc#zbp={{RayF)Q4eGE9!<
z*qA%a2^oxVdtB!Jvzr(nZKH_D?kq_F4TSz@8H@Lh0ISUHFhISB<88qFL=G!I+nzzZ
zbopK{mR9i2$Ca(8DNIMER3>IDGC+_FfF?Ukmu#GiSj~oSG3}V_IEP~dN#AG|CU9+=
z+dD&>PH*Yn(-U!Mi6++KM9^P%eow#0%m;aFCfm)$wx3c#m?Q~<Xp}F#j=+%y-+8f;
zV=)&1Mr}LA<n4SJo8ArNoZ8I$L;?0U0sto`@{o3$?)PPOf7=(qtlnHK+C;qu1V!cy
zi2H~WBNvF^BpXQ?+>>~d_~O7x^t2?}P7SSTAdRN;?Z2cu9`kFA!NkSmeT;82#LgSD
ze)jOoyTe$Q<@vy{#jG)&*x&{`XJg*x(Y%?N9p-Ga8<Q5n#mvWO9+m(TZVYc19p`Py
z-v0n`lOz{ib;2DM-(zkN<aZb;$(&xml0fYQ5Cx}%NQ~HEn|8z*#^4)T;1R$KSQ#)t
z0^5<B08QovkK|jt;KX(r5i_32H?ZRSzhk#P_<7~U^1hv4ggd9yN%b;85(zt!L9qmZ
zd)dxLz+7I#xD#`0;__e!;uAKty+`_t$$>CrY+!KCZ4!19+Ivi$z?e6PH+OYx`VYnr
zm9Lv=Vl{3%zHur1L6C1h#x@&X)&xmYaS|XI*v<riqqv#1!7@RPB2Hi#1Y0ED;O--A
zh?oMzN=@fGl1ZI`fg;xci7^=>)30||wrvObIJRwn*iXwPN3CkQX-J{eYbk<N)KJUr
zC6Y;06*JZ3xdlr7=ExT_FnHM$&lT^4qgd1QooxvwS6xEDs7gpwh8$othELXEenQkD
z#3+?3Nu0sSf&c*1KrFwX>>zsF5o}w9ZRhR$V*AE>#{4?#uNawupgCKYheQz3y{5B~
zYv5IBI<AQ7)@98)uvRhwB+9;IN>gA0S)@=BMSu$7o>kGSfjTEO>F%j(=|dWzcTRRK
zU|a>)l%NScG>H%d*!A(Edl>`>iHzP!jDfj=F9vLh-Yg>H*!_>WJ;p=^?z-=IaCT<l
zyF-@XE;qhWwbpWHGEnsuX^zylAt`o*rm!p!KD4&N*HDy@W>(5<75xxT8q(Tzw-nmi
zakmnBRNIJJ7L^b_l7#@d1c<cY-;2#QvsI^cE$LM?%)I*25Y-dUAx|ig30q969G;Z@
zDoT>50D_S`dIwJVoj*oRXExQ-y!|-&p0`-1KO~q>meN++W6r520a^iDj;J<*vXrfN
zmAm@at3}s&*PWP=zSi%JOO*K~idt{iJi^)%Qja~VDuNKrGie20eQ00P=5(YiG_%ss
z1iA}^rK~44^V`~>e@)Vqx_vV3xlo^_`qT*uNDvD&?f^$koN>E4QWU1R$?81$p=)&2
zT4tj~s#DOq;sPI{d4o_=mk_kA*49v#;Etl&erP}zGXq^bxyzOPYSDSFnYE6P-7d1x
zqft_U9R{UoWH_Kygu@ihNeU?@BZit-+e4tpTX!BMq1E&@Zn;K{J8Vs`K-iNoM*if;
z0w;!hZbgg}aA4dCHZnmrxQ&L{Tgg1hNR>E>Aze-q6du#vZlx{)2?e%6MM{ApNBBG$
z1NV##UHW(FTrAYE{X6NNrs^A8E~ey4km3-e+#5v5AQDCAU3JPIKa^6wXE#YOOo$oW
z1DpUNc9u!@u*t!gCU1M(*o;~)49pRH2?Pm=5x(7sH`)WVoQsIq8JV@tF=J!v9A6I)
zvi^4*ZV%i%avA5v`=V1f1__V=fg6p6^MU9{zX2eFAa)&w<{)HPcE-|5KheMw0twqW
zB0Jjgk|%<5ynVeU$MV1y7Q?%%cX=G{@Bj?DU@iM^a||85N3h8^JNwC;dNJwkU`5CF
zk&_|;AjHoQCIoleVPoGW#F>&U7UATJZ5v0d<6&ttX$OJfW&?%T4}JV$=YI^pY&nkR
z@%0ja00i}IU|{dVn_B+>Rpvxo8_3UijGG+s5KPacNg`uwYy^Yu4dQrmA`R|xBicKD
zQ8pWf;&@y$*bKQtTaH@%EyD1@n@Bdzz`yTW!obge;62C6U-DO$f9&>){{V*5ap9@$
zvDg6<h>P5QQR&CIc}xCEa?bw%`kv8m{{Yn5Za36FjJ@5Pc>c)C54l6~higBfsJp+@
zOnDQW2^`(cC#0YKQR{$4{{ZowRDY60jo|ka#<`qL&U1a|5=Y~<@;6>#(KTIHoB5~p
zeFaTOJj<>p%u8i7;a{xkK@L<nQBIr4`khLwYywn8$mIPuN<v)bopq`us1^RNp&v6=
zq5ep5A;6MCgcD4*$5=jKN(nnrp&Nsi&^4~ZefK*?H0?11X*Pp@w((wn>(lfZ?|n40
z#(^_%543?{JNm$bli1H2E|tm}_NoG!qg^Wib(*^Vx>{g_o2V^qmmLYoEjHi*E0ZZa
zXNNWD8Zvr$Z$Uw*0ZC4$suVj=l@n#9q=ytfs40h-fRu$bf2UW}xtCnkffd?~L#-<`
z?W@S9f*=D<$U|#^V5OmJf=N*-Q6NAAQg>al4V!KcyPKX4_F&f6gAA{u3$edA*+z-U
z`Z=9rU3XQfMa>S3iEI?*E2-*Q6&N7DO1`25LKaM4=cQ4F)AG)fL8DWV(jWPBKU%SG
zsmB%zN-{d3)IP7JA74o6JpTYBNZQwsceWyIN3k$3z%SV154Ww%`Vul?Zb{#OyR&fD
zypnD4HJyobk<ql!Tb_1%@4l_nYqcko{dHT_PMP|iaY`cq1SZIAKm+z^LToL?jN&H)
z*vaoA=Ee`L@5D*Weo-@Xf4~ghFlUD&7P*-=nam5`APLTId5&$7Cw}wUxz~GY*;*@G
zjk#%dwSm6;+9i9LIiJEeF`vrjPSxqEs%YLz^pCwx`({$}OHv$31QGQmK*8xBOprtZ
zI&H<Yk?WFR&4B=K7ZxN5^pU^_H}3#;1Wwa#@jjr=Ba3irWq+%lSzU?M;xhr4@LjjK
zZFJ-I9lUc=YmyPndTlnc5&%U|B7;zD5dey+WF$KQDTF$b7E$%D>rvnuCX1?lS{|^5
zsuy(WTCzS_;AgALYP=Il@klBONe!rkeMI%7ai;^2Z<!+Yj^`l#;soFjT6>d!@?b>V
zh!cZ5!N(NwxedI3v%=Y(%;v$w0Mh-!$1NF!#+g2MjHacd>Uu+=y+(=pRTE_|rA(|z
zyKgpD(~;6g(Bh;fO|8Z^HvYnU#L3PL_cBKOX7ui4)%4c9mMV+1gu>{m+eK9}(qa-C
zbSt4UkUwU$8AyYWa(_F@nysrSDs&o;{(93D^E66UL2`}YTxmJ83O~9DHzSC7wv2As
z8<KmCxByxXLAdW3X?*j27@gX_qcI=!yFn8<wn!$~kRaSo0W-H~Hv`i)gL&=<7dYA9
z<x1r;s+}qNU3Qx4oiSy~lneg=kE0+|Awb)qDRAAr)f{UMw&O}Ix`nplew86<QdSHP
zrAbf(D$@iDM-C@e4)3_Vjo3C;u*{gCzFu#`Ld0jKwbl?Z5+DuiZ4sEfm@+dbwD3p=
zwYK#)5<vdQG9+yo^|Z;zAelBX6Ks*_AV~l}YXWy8Bu%2{>})5AnDElX+cUp6E;t*P
zgg*T(lUyA$JBYTN<tA_rGwW@K)D7YR&)bE#?=b`$4)6_$C-I0N4iPt)nY@DlM^PBD
zoJ^Cn&Ji&d&tU}TCPrcn{jtKwA$H-w5?u4p5uX?ggIdfta}T=t=dG_2k-i{JhG5?I
z#tn`vV})_wVsnni9=E>>wa(;;9lOaALECW#cV63G`)?V%3trQN<AF8-_hrF_j$<ph
z+`+Rp?2B<0VPnhPrn5P>wdP_*1VI-~qCTQ7L;_A{0!8x>BKs43eTfhu)OVPPB=*1F
zVCD_2>BIZZNs}i30FG~eLA=BVC*j@$Sn^?{TW`yc5x-ox-;6VFQE&h;FhRD)M(5vQ
z!Z{b536LUh5%#f-l{@gKX}zriZ<A|8#mA_a5ER<|Cu1>d0B%7y9-y3)-j8z|HJ!Kk
zZUv#2j!nIs<&ezi`RNj{kG4U*<6vXn4(4XSCN`6kwqOf@HpmhHz?%ho`#^)d#BVTT
zB%Is<JOqf(sfe_C&FzeX2Jv$SW8;>WJoSe!cP-gx@yZD@4ljQBk-hH*4sd&LD)A)y
zUwyD+zg6U3#&|^TBE}7g5HFcFyj(zw<nV-E*W6~)={ua>@(DTMG&iw#w-0xJA$VWx
z@Z+Wa*1U<1(IPi8ZG1=>0D8@&aBXRU?>|k&!J7a?+R=hzjJ-CCTJS^F2~M3xvO24E
z0IGIy6iNb;Ty*rzbR?x}=|^8#N=?_Dp=pI)Lu%J*lMwAn7fq)kdedq^ub8P&B?=yE
zjkbDZrr-s%wzhojZT7w10j<j1qZLP|S85CL=@?U|sH7@V+hIW^!jkKXZLXk%sZd;>
zEh<s^P)`{lMWpHO^lFtZRl0(pX|$(WTYYHhAud)Zt)-z~v_qw@+BV`ogt&(i;&Jtw
ztzBw-ryNUE;F8@nGD9@2fJ(wr$_x~tM3e_QiUBD>N^QnG97Zu|o$uUE<dck&Y<{!7
zu3g2>?nWEFM^^B=XYh@M&SI-WYp2s1V@ah_V7Ew+Y90Dgl_~ny5~`;bVo6HdNGm-p
zfC%FNrIJdNsVY57Q8J>UOp>E=Nx4xu2Gf2aBNKDn$dBRNWJwqA!8Yx-WLREobBoD2
zjvib2dGq*W&Oy00PB`w%aN}rwQYR96jNDvLZT81b*%Ib<!55KyNVTNI5;vTi2!l4*
zScpCE5eFtBEG}+fsenfDc$lz|BtgiV?KhD;2P^V@-!0qs!(5wowzgUfvfqAlIL~<Z
z2FD(v0XHC+1P%}&lO`a>@%I4kHzFWUrx6BoVS8RX9gIh~0@%L{5w(PO^ovXn#^x~q
z5OOW!Z+q_f?}*F@51982;l28>(j*P>7sT7}?-#K*l1$%#n~%Nyhim3wz?_&oLj=T_
zuotzvb{|l=Cu?Vet0WA@B1BJl%*4lW+Fl&5;n$2%_T_x|Z!gKi*_=E|VAu_|iLtff
zV{Z7x_zol-gM7vh`o5j#h)6h|=HGJ>1|$rg-K05*>9y~jrUBacfs?-6PVBRWg6sou
z<o^J$Xw1<moucDunF1tcL|YfMoC0Pyu@@0;_#l`VwB-80k#nBbpGhL|oyZY#1PKYS
zzSo)l0}?UlP3HVM_jSV18@lr(#I7?2)+S;S0Zp&#+ZOe#%}qrsh<cglsofC{u;SZT
z8TwY)O2M!>1oVTq7W2K}Tw?<wNH{o=>~1)Bwk$9<B*IBQgc+C?-0+8&+m?Fn^Nrt6
z=k0cpA*z+Lsj&qLMO$euDJH}R+v!q?11}}tra}5*G7HuD8(I^n=}+jjE0C(15AjKm
z0?$hbDO!p8ij_j?B!2lSS64RN#jlG@iR}XtOar&w&SZ9o?dc>Nfdu|A2NlmfVs7!>
zy4SgKUGsY!<D#pPSguN*<=t|FQb78PE~qs7VniinvhUaXqz783Na_TD04Gz_Ie%Hw
zij8)kP}^y-eJJy(k^s8A_PoZxBJialQ8tic64TByw7A;T($Yyv+fv(FOc5zkA`D>8
z`M(=>ozHy5LQ;iPr%-Bt#n&LbzL>mJAxNn%5stT9NFXStN`jWYoewPd?<Ow3KLha4
z9J6<gLh;-Xa56-Ts^;-%^y4+lx?tAz?Hfr@aZTzvl_e|1l#ekK?!JLgw5eSvPnOAB
zo@2!fwv?A2akf&mr`etv{5op>FHtqDYuvf~iql<DD%2{Peww<ml7OUC>C~xel+_`?
zRSs6A3?&^Ux2hln>R%9?`QX>W=7g?K@S2}Y=C2m@W|rMwFxJ)nwR@E4)P(t(gRU}u
zSrxCi3v_xrF1F2_dsJ?!m@1O1%5lG?JP{bGwohh^?WEe7;$)Lgg|g^yl0uTYyjv4c
zG_=yGZ!%=LW_>|YQz%IjCQApnVY?rQE|oaWCYg9%5ihd8OIG52V04toqNE>%oVnIQ
zR<SBqWcK|bLKNKz?~4x$d?T*qE<vW{YW*)ndbO=B>bknhS}Ls;j5?71x2Wl!T}$d^
zN_15%brlTMRV~LsNOiiDvF_wnGgnPdQ%>?8ZPt=d;$2I~ajt}xTy4ZlN@Yx`4YlRE
z^p@5^LKN5^%FTA6Td7x7YFdR|MQ)*6Q1xY9ZBxsBs-mg)7W?%tJmQOvJnOD4*A}8y
zrL9UTB*!0L{s;agPcmq1_)*Pzg(Eudfk4e4EWG=j4(oa&DDwXRSFApw-9>JmhT2nQ
zB)qVe-bxFNC27Y`rEj7ccvcT9Xz(#pS657_vv!cpsH&=+R%#}8&MDfdn?7sGnzbgZ
zq=c;sO+iGzM>L;V*xj>LU2?Fx^D0z{p$NjlB}tNrK8*=Lq-jW&mQqp-kf2CVGLoeQ
zAP=K%I0W9rUIr#iU)<g{0K^_K?mR%bzDyfH^~Hpf{<1iv<wI&8O38pilOQM?0th77
zO_Y*SLA)7A#Z*=F%$x`&N1-tn0&Z~|TR7z|NhN^3uVQk3L#y6BO>-C)%X?qD-IP{&
z{+TJ;Ve4`BK9~aIJZ5S<P~=`l(Vo=xHeS=kB@<%4w4#z-Eh)tzwNx&oKI&Ic`-YmG
zEvbHM>O%}IZbG=1J@|#8@=lcYsjJncw4^9g(x8P^*1rlUrln*QsctKE5|)}zQ;w|-
zg)DsT=MHw~FBY{@RMW#vW#uZ1N?}LjsF0{aT&aCQ2zsO;Qn%iM0+twUq^P9&_tD?b
z_9gU%IWwwE>^o;^=K)!Wu|ld8k_zc45JzUBdpB-jc@({%xrJ-=a%S{htJ{iAnV0CL
zgjHgbC6gkMDa4>yCUsJQd2+wmKxvb%lmMR8#B_g%ABin%#yW=dZ8?{8PD!A9<`~mM
zg;hGGS~`-7?M=}gLA0ofT4ba)&r+OPRO+P`KMU&AX?#tmeTG-^71~Cvrq)y}5ZP?9
ziuRC&m<}w}Y0Q#@l@y^XBmga;Q}X97^4n;s=1Ruu>iR;Fr!q>?EG^|AhaNWssoyD>
z7MSCu_&d+&s_{>hwDzc&)AX8$wF)M}qt5f{G@9n=0O%-Xu;o#0k1PcR2T#<cBypIS
z?#bYrH}qY!+dF|_(&@1JZJEZ`DxCpKn>M8s6Q_F2`HMc1qON4=XqdUGQkJD9DM;)k
z2p$!N<2CrE*kKr+BT}iA6LEY!E1F13CCODxseX!DN7a=jGSs95Bm{s|Rdp2~sI(lx
zr&l{v#SW!GTKxmcrmkX|sfvfF>X5#L)6}7*t#tJWR3U7-l(>aLR*@r&+ABr6f$UB@
zMaD=oG9+Lef#%;3ye#IuWg4TrmCQ6c6>h0tq}RQuqK(QOewi9gUZYmJeK%gEb;Y+;
zs2y4Mo2jj#siUK&rf!i`&bL(SsOJuIXT%4G6dLxW&Gbxj29u?}<y8)$Pfbr;?R68n
zU051R8fKKX>zaC-SfQk4jb5+isVQi+W?s~3>rqRo>rQ@qNZGnvN=jy7*uEU9g&AlV
zeN@#`R;_9h07Q_vNtZoFe94FiLG6^w?SQl%(8<}joZ3~XHB>bzmX{``LIl|fNGl~%
z3RG1sDMC`Br4GxhvROf++=+R$Pt**I8xH1eBpCo(B7JzfY=U};m^hr67KsMm(h+T=
zj}~&*#g8Rwnr^A9a|V&D^1hv;Q|VQDmZ?$X)M?bo*59q9qo-`CRC>K-LTads6)scg
z%AsZTxY{cpW|-8y>#Z)Oy2>W%sogFz`a_MVrA?@$p(-6naVc@Nf<RkqN*2<ALeiC_
zfx_b01}TE5BNC&XNL4XX(q;szTBasksjHNkvW&@Un2B@bOj-iUl8LgEM`mJ4-qF|5
z*ACSz^iD_tWF^v|g(+xC$`%r!g(_Oo6jA{wSa(XBVJ>6~ZDAcTVFKOA5`P<U0_Frn
zlY(GRxu3Wr00G{@Rd6QPi6=i~nZ(%NCo-jdgl9SJyv2#U05gkl!2!qO>8N|RiSy5W
z`3~Kkl-#YxF3QQwkZo)FY-2yd`M1j7(tod2Q*zgY+_uxJO(wIe^JcA5*axB4bP8Pt
zo|vi>2<cBSRKfyER8N?%t)|HOk2}aa#E$cFNhbmzn~@?1A0__)N+~D)19LOtW(1%8
zuna&qK9D5sd-|`?q?vPmleS$mQWlXj6qo^G1j#raB|1{MqG}Mdk&#MBE-lmc_G*!`
zc(Fksl+mP+S<<{hkqb{HB}z$ga7ZHY@?6N02YI+QB*-Jw$*}-WrJRGl_sn+$i5LPs
z^TH7TU(kUk0Fnr?2W*%lZZrI=p}ox9&&zza!-;MFVAphw5rvq9KdRT$>FlXwg(M{|
zRHLaxC<OgQwZ}pI1)Dh%WXzv2K@#OlRN0C-CR!3!v)qtPpC*iLLKQJ-mVio@q@f^L
z)S{3D^>Q3L1A74-+ra+-g>Mu5bS>BDG%V=+sq+t0RP$!AOH>|XEtR~@6*@|*H5!zt
zw9{#6v{IK;rr)ln4Z61d8_r*&SH$fTOM6h|9&FG#(xHab>h#4?)#w$k0P4_|=u+$2
zoi$5}W2NT<)pTXI2w|kug%_Lp`^g-yr1CE*=p3P;uqpJt152dSX%W)cQ9}(S3U$vc
zbS>9h3w72107=CuWk!0q-YMQW>?TO<a1G$v_ZA22aF-hUptj0xGcu<JG!$4ond(h8
zA3BOvL8zxh!X>V<qGQyF(@@4>rJYQKzhx;T6|3GTevR-%(IQoEtWT_&EhcSBC#q1D
zF-cEtG9{s<6eU3ReJUm?S&|$9{Gsc52D8f=tzL)B8f9LSt7+>(D)jpH7f)4AwKkVf
zmsxQsT6&sV7MVbVsU+Tb#ex1&fpK7D*hvNn0@o8_E-***9r1_ozoPip$`yRopy}*V
z_?gRe4?Cw<Q>nUD>(neZU0#u@EVSZk`VtnsIoDL%tT;<wGKzJnzCWLus(0wBAET;i
zOjT08;}5dpNLx=bqK8{hztn}Nr9>De_%d>D=-=rJ5BfpDO>Bu`j}xOPlZxTRVP>9k
zl1e8@Rh2T5pe0I?F-b~+O64pSODb2C?MBU1?A>sYF<zRMcvQ+dpppdHV2;ujGEC`Y
zfV6@^1uF-#paw@k)@n2zO^rc`DMGp`7zBY)Oi%3_Gj6LTO{kBd#HB?rk~sAhGwoH=
zu~gEE*{Nl!hE=-Tbpga2AKpTNBoYU4X!072SXg(!H}5^b12O@VfybqJ9-+#fRMFgZ
zT}w+(u#^7)!s#mBrDPBKjWXJ1W9hI0C)M!jhqSp)dp(}m+z2U2@$Cz6COTDe2W1lm
zeXhZ5$RMaavauWQ-Zsd9E`4lmKI70|Xe3VtA|gqVVLKB5=H!17lf+38aS{ZXv=Ml;
zL6MxzgiI52I2M8re_gYD?>q6z#~aJ6n_b^Na~7NJu-t7Ud%=mZ&t)J$@9&+2nSu<7
z+`u=U5Is<R4ov1C9kG&j`wjp`J*;*a^dwB$GZT0P7p}62PBSunBG6>Wli1pEAlM^&
z+734sm=h!bdr9_=6o`p3P3P7zc_v~`_PE@h`9F+Elk13{=JUcO^k(sVvcEr+NSXA2
zA|}~`fJqq<A58j=3B}E=fM9`Rdkh>BPw<7szQji3(_kR`SZ;W8>tQyH=YPWD`vZ$1
zyStv8`~BlMyr!?Kq*7H)Qu8q2auT!UmjEFuQ)-sU0FVhuF|atjI<j9-I)w!-Y`V8z
zbtyEJE|m);zf7bgB_IHl7Ki{q5(HspHnE=3n~i}akzyc&>A+0xK>);93G|b4Y$S=k
z(h`7wJxlI74gLow4H>ST4dkPt`q~$YT~orLw(6;-<+fN;Jrxjslm)tlM^93WtRyw)
zl_4E;&e7@#42PWgDuleYQm9H&<4Op3%_^}%P@+hX2q`BDZ`x!=37ZpWyb}^YorWW1
z(z$Y~wXdJ6bsAQb*#*r;sFWpO83L8L3w_D5LM&7vD(aM!PW?e_@@`)NcQJ@X1#^`t
zq)i=Cs+@wFa?63@6nav8vXH2~m1Nvaug2JoH%R5sAJ^86M^gz4YeT1XDs6?>r0Nw2
zl!GzU!X#MrdC4#?DtX!6J*KERbhsH{q`RqV32o}i<sbygkm5>PWl0?g1S#OyNJ(gd
zIM&|O^!oKJ%|lL7Drzb`>WbPbg`s^1C~l3=;}d};K#5Txo{*PaeUWVJ8_R{a<lHia
ztaApTtf@aT;#;O@#Wf8&e7ah60n!qNk^oYYlV=uGqa7(JOeA56Gwb+7m>B>PNf&{V
zJ4RVLexFhs6xy>5y5VrCok6E4!vPmST}-;et6%Ppo{`j4qtbv67Vc?P?W8R<&OC)6
zx`$~;%(dkObcYI=E9gNWgsH%pkU%g;2pf)$U4GcG+Q!5QH=AU7?d%PNN#N~}AYlDj
z+Aeb>5gEm}jQ%({wTz5*fCZy#k-!bfnfw5fV1sD2g~iVDE`uAfIqQ7)ZstL2*`iYz
zh`5P8y-)uDYapHE4iw2Zx!w*$#iS0zdfSCQ{`dsRF>DwD!`^IoWP=BAM2_+&r+ET$
zErD@<5EpHD+pF*p?>)x%*yc~};`x~(<nRc;^k-r{E-wS@OnL(xN2@)ra&fU4Hto29
zF%iQA;$ZJ<$s~J?;slwK7Xc0T-L169U7yDMp_BW&TWiKfY<}O51p1hnlQy2vP5%HL
z<O|9qK@)pk2nO<PYuwz3fGxp0MS#4G&$NMo5rgS+>#y4ZyTgzJE*?J!V8|Am_O$xU
z-YhHtpFs>*K_E}ILEZ-OnK2t4BQhYw*c(RK`i^Y|4&V_062TBH5(d{WZY>6J1M%Sp
zb|Wij?hA3Z7lr@^#=xHW?H--RW-mM#i4p{k-k6cLa}sVKfVL!J-OL?;i<py+lj=Y`
zAY_368vrK<9^_A^eaxUV4(*<~e0tPGx4e<Kv<QM{GX(4e%ud`BY5Q1YoA=D#K*+H>
zuB#twLB<BcZN3EBE+rC1(;I?Eco%^nd&Ue!(C5S9lj)}Y*NG4!PUCC#?Pw4OX**|w
z0@?L3gAgzvW(<FHW&~OzIZl0N5TlLlZWx%6kOXc9CilD<fqO@~4lR2TZzgXXxWgWT
z@q6a?frut?IEV!B!TV$h!M&n8Oj^;sxPT_mWQojAqzNRS<BN-M$tLHx-qCEpi6(AD
zScs9r7ty`nH;D^P?Fo#Y;0Vv>Be}l-Cg%AfJ7ANEK9UE#m@$(vZ%CVW76DV=^BsV4
zWMrF+9Kg6er#TrMA@+XDAG4fDK)0lch=}*O0%Y&Kql31_3|NzCBWRnMHz#9$6i;tU
zThd3YV)y{|Buq`95fE=|z=*t&x%+U5VXmR~y|)X!pPO=*Y|IJB$lS>FxtN2w;JBO}
zux4OiwDy@87n?-h48)5AdqwUf;LOKq#|UJc#qqHujNalT!M9;xi=O_N@;|mF4}8e{
zf3)vm7>pCe<qZvHrBK~16An~VI6zBi7D$*XaZ36SgpzuevV@Cu5HoY5=(>ivQYq*e
zD~^)$>Ln~wrBVW(atKa7l#aI*(n1iUCyvlRQ+R))iT?lytb7Z?Q&p(cqzReoEYmVb
zGjuS62h6Bn?NMQAnog0(+ETS0MQC!or}otWJ!?~>D5i>m3xz?tN}(!rg6qY$P!iWF
z<}PZk<|jaWhA7)nRXqw6RD>BnTgrf4cqT_uf<j3lv>+){W3Fr3hP_ks74Aw~>Pr;u
z%4zA4P12OfQkJMmTdL}DP@bX!LQ{pCMA}V=+#b><<dO}{*mgwjxzFt*bU7x*4}5Rv
zcJ~(oZ!yCjru%K*ZqNz5-p~vVAUz~bHrx;-%+34e;xGfSB=0eNUnU{}nZby+2ylJZ
z>fb27rPM2^ij5s@T^f}gMw+GCa&cuAmY%CX`~b%rBOLLsrLx6qlzO!}9VVYtqGqMC
zKp?4Q0he4Ss>R1uBk7Kl2Tr*#X8!<$++Ji3``*MHfR9oS;wLs2xY`JfiG#u%wITet
z?&!w!HO^A6C-t8!u8Cz3YBXx1f!FnZ<r>XBGhjfnl<5Ls0082DsJTkK6Q%P<$vNef
z8f|HS*VSVRtm&nvOhGW(UocXf$5w_FY4;fXH<|mv#fjjxy(He|NCHjg5%l*snS@@x
zQMuG|Cor<ucAc7SNrHm3zo%5T>uM7OAr6*baDz5&rQ8`HUyWX>j<Siww^>P3NU|j@
z)UxF|h$czsbqO)`0xU!*6S3kH)s=K>^C;@7X;wf5bk91%<7iVVLWs!9h0Jfp%*Q-)
z8z>FER@R|T6VkeELY0TxbutJ`s|aqPU`7k~*a89J5ypNTU9|5R<r=6yxU_F4b0Q71
zc)%xaBV!Y7fIYy)vALep1fDl^a}O<6^e0#4T4qQEDyh-kT@exm+oMTowHuQT)T|Q#
zq`_AVX&jfSbPYe4s<gM2)J;CIPL-q)gc_E-ie{4~DV0<_paO~N$-Z56zAR|+EdmUi
zO{5;9GvBn&q;N=^o$LV@HanO&19^~4jP8$e9=YX*^!3nd6zb|IcTTNoY3Tr&K6zv*
zMLj2_lIfKIlA<JP)p~ZJr;wWJDyl+B2{jb&GL?`BB??<%4ht)#Nh$_Dnc3&e>&Kza
z9cR~v&Mi;jHpIvhX2fDIU=MkoJ<ZBr@>7;S?DmWQ0EW|X;dzp7X5gN}3}>;JBEoDW
zaqj+4W_e4M$yLuT=!f@v>6E9x8>(5TmZcS_Bou%wOR?Y&pSVU@{mGJMPTC!<64K;g
zv?PZCfvzJ~{gLJVdgl#!{$ba&_Ujc#NlC2g)QCk9Qwwprde@i=dC;=z)TA~Gi4GyP
z6)XmV2}c~=N>YhYQBssbmZCvXDkPGkMad>)nI=zj#>385=KgBm{{U2);XVHV_2*W5
z`|Kjb0%MJDA`ZgW24eyR@jLEgXxqCth4OC7b<k>jNYXKzX}>7;gC;oUE2jGS<9|Ob
z*95>918k33fioE!dr0C^Oo4j{xDazAe3{9-+|LmcF(%*<_6OeCu#qurjuA7Pem#xs
zFfAY3B=9EL-GTA!n?3iv&BN;)9rJNv&vEDHdl;0#`)p*~Ok3A^9p>ba4eUkC0WfVI
zrgz7w;v(^G!cHdwW_Kdi2eu$2dKiu1K)Hh*q+b1ro({wevU2t|4{_q}slDReue=U!
z!`^(mqId(hpcfH4;^e@KlYzufq4fL+_bIXbuySH&GER5zjQbb{Gdl<etlww`{+9=A
zgPR*i0BvT>KXU>05<tva(Ex1P_qPUS&cn(jn+w8$BH)Mu(YI+31+XK4k+#zY!0(9v
z0OM^lv=PE2#sm=}aR&e&SrKTo2vl(yJ&yZrHlKZt4Y43_10rk#9QkPcw=myf0QRvN
zd@fCkx4667Bu&S(?VRu5F$88Z4+is(Km<r5xq=Ldz6GQAxQqkacpFLY>6yXWZg@vH
zh>(8)v4b)%*x(U<1n3RJY0ARqA~Xc^xhrH#<!9E-uLrxHIvI6H7lV7I0rWkrFgpps
z;F$C$YnUB{;v;yI7{LVk{{SAuTEk(DgaadlEPLWT%!nkBGjGIkEIfz<m@N6*$oaB4
zkk`?g+1t2q2KmKyDqp5_JxcSm&ZODa9a}C9#3{8ULg|d#a$@@{eA4AY63)A)(d#Uc
z(rTS)Eb53y{{RZEY84?SQXE3TDM2cPiPVgngZG)Zi)3f}#{}jEO~i=4XEwL2k&VoJ
zo88MjGaHVNz~b3yVWw6MxZLm=HOAlir$N;q=-RQMc;<s&Q*`}GI7=0*rA(}n6qF^z
zrD~SK$WoL}7g5o5O)Q_CqJ5^xAvFO$WisT?QYu>omlB{tlL`tUNhDr)#RGd_Om8C4
zZwByozhjY_)479I(;*b~Yh5_9sOkZ!qf%lzO*^EvEf+^gl&1C^YPMir#@q<ehI}6S
zfbh0=_g>bpVty_Lpkcoo{{Ug`BXJhK$9@nu6X~~Tym}M3+v+DLZvA7+TBuOe^w%_c
z#gqOSqzR>xLb{xwb;1yWdWY;vltD<FNQ2y^R^n9li&sgm)1*oHHyduLu_QyZZn@^9
z!B5bD;-O%~B&&$UkA1g*#@6q5%Y;w{ybm^O_<^A1zf}Y6w9XB$+AZ4G!62B}!Q29O
zHvYpRFbRWbjwIu5HnleEYiVd8Ew>V+xPm){2}+=*0;1i8_=SK2IK07wgWLfz{kM)M
zhwbB+j`Q6H?acPe;c=kJ;qGMnU`&%42F3<2Yivu-^EbSUf=(vaJ&Z&i7Ay`1=NTJ=
z5@Ybj#S?HOj2_s$$p+&m1eue8!2Aad2V8TCKV$A;m95Kud=167o8osH$9o*evBM`B
zxgbPHxdfbuum|z&#7X;;>OdC7<8h7d2#`3xq0;O16)7}SuT*pbr&f>>+hHfEMaPy>
z+8`K}Ei-dqCx^SQmkw~xe=iLFPxe_zAaB}s+Q-wplj>wln{CII5ZV^&ic}#DrA{qG
zY#UEeGX&c9ow(06L!wZjPHMHz)l?-(DWKB=VMLHr9<6yLw&Lkp655?XN})fxvlqFB
zpi`PXI+mMCrBO*Dl?7E!^n`$?>s=~&YYG8!l{6Bt3Q{b1opsmQGVu=fxoyKdv<~+t
zNeu+jG{sJ@SxrF8peZaNX{fJSAP}KU+P;*mKtkMbboC)hK~GYW*Q-!atqRcS6x*mm
zkgDB8Gg$i8Kn3RM)P+;ixRD_R1z-iQs4YopNY@mir722MluVT<lO<%yC08a%FjX>r
z=Y=^F7qG>I%-lroCQ0|6FNaO0UL$+oDjl=kytwhViQlYU)z?;6Ip<c?y;9*nzVoGV
zFiKM<5+Glo0c#C~tdKHt1kC5OW-wy*v`Hc}CJYViacjf^Jz_!FOp+H-69D~=J7kHq
zyJBw~I{0hHKZ8S`lYytl$8=6&JB^NDcY=NAcn}S^F}SvUFa|S$GjSG!VGi~O*5Kp#
zT%Pv0j5)~!*o>2S$Oi@q{{U7;5*M>~yN%rV=KR_moW$B>h!`Nq^#E_5OK?uzfZUGP
zx8)X`Oo=8yo6V!vNU#I8PDfBNVZtVM*bC%$x1=4UX4V`~M(gN&JDWWr;p4rn-|{-d
ziipjwY-G;=0F;O}n|9$3d>lda#Cq*(#Kt&N5fQ!Zkvrz{AY2%U;R6KP1+kfvxi+!v
zPWcy|b=MeQ-S+S2uW*SHF9RT$i^Pk>n*j#f#AJ>UBt@h9=d=JIkIQkyak#kqUM+ln
zB;*@khI8D40RkWs1F#nu7n3=$;SGA>mks=4K<@(N$UTIKpHO$XwB|TO_asH+-aY2y
z-blm&U?VrT;cNHoAX)@&b6^~q6LT>F@<4!21<dB#?;If6aLcbKl#(LC2@wJ|ov<=&
z2tB}_6an1Y(KpS+nIu|pGdpmJ?`r~Qt2c}9-u8$Gc~gnEw%5c?W42;X2sY~u7Txd5
zetY6aH$Jv9WMT*c<_Eq^7=<Qdd%zhHf!s!Si6U<yNx03R>@a-+G7jVSO|Nb?4qW9v
zWaj-ry)Tw@YW-rl!vUHmR^nR`CCY~&GQ)6{OOH6(VI*}-N5-P2o{~)3nz{06spO!p
zbwxzfNs%gAMb|cL#U@;|Bxa?k0jZ60<xQP25~Ryq*~=j^<x5JYEoxB=lpz4AN-V$t
zN!()qWJKOQW=S7t7ZIBY>f8`d<!Ck+fs7u&kr6RGd)JbF5U4bLIegRO7ctQ2`c(^J
zs;+^ZL5)6wnXbN>)phEnG{Xo|oMwJprLs?#^L<1E=$>Ea?}lz#ru{?9-2LF*n9%BF
zbd-GO$^LuFPf&Fg3L2{FYFr&EEA!N)00=MzyeDZs=nbF4rp%|=d?ORvNwo7j6;(KD
zX4BzPN?55Wuk}i`Pg+3=9)^{26p|F0f(&{t74&P0RUtERYRX&&T*UUJN~$QETQTxc
zru5Q8w3A{cO-#^T<pweG24}g)yhZZ@+sOm~0pO9gMkakA{iaMpLBDzWbK?Cs!j7Ay
zj%MdgOO!P9)On6lKcLowsp`sGYJaAdi<ZmPx{@3S3ROdNl?i9gL+f>>>O99jf6(~h
z@X<};9R*UkC!HJR4L+`>R;t$O7pOXlns+qqLZXR!id?5*vrkZ8r)ITjsHdu@ZB*<y
z+p9-6vtLW{Hk%HgTT8LKUWL<0p1Fw>RI8<#K1x(YB_(9qx?@u|V!)IFY0{}{QcUDa
zLG4Dz6xey#T~w-hxaJC^&YLX>QJ*z4ku7B)&YdALCJ9JNNm+TPw2*xnQD8bhg?|n{
zAo!rVdd4YH%iOx?4jp${LYqVE;IB@i0903*5S4({Az#v}v?$-`_l92$J{NdsDeFZ7
zxwDxXh5onJnrYy}@Tgr42}z^V!by}k5m8*&04AY8LB{xD<Hv<wC!(Dkjm{cHMxd4&
zah(apjW=0CV1~T3X!U4fsc2|`+QTflPtzz%iY+|TUX#(PQCuBMi9>Y_{c1{Zv=T>J
zQleHm2ncW<pcJGlsQG~j#E+!!rO%{HdZMcguN9jqg@RKv0;EMn4ML@;vQvmvOiZfE
zz@S=U5@b>=zxps}_I;JujhVwF$*ZO^ajL5kh|V(Sp(_n~c_}NCAc6r(k8XN@Jr_MM
z)B=?d+a^=wwg?0ephC&Iq$njxBq2p0`C#$!kK@PT7N?b-ukowH>PniPTd7fdo%E3F
zwNGeuPdOj2Y0IU@)uhzAzM9atoH}#m3r9r?`f2{!r71`j1cA9Xkr}j~-nfyQ#rVT>
zE{&#hE`_V|?y*YUc9*Q_)p~7p8_FqaqMEIhGV4w#1r&uPU{6B2Zh94DpE%epxy1Gx
zXlZeJ1r<{%NRf(AxiYJ$RIq1DQd|K&33-&$zZz8F2`ZMUlGoYs`~sIB!=_SH0GX)<
zWhD0c^z{IJMYs-7qB}EXfXhKSC?u!(5GK%I#yc33k-5eR`{%y=FX?)ot>e#z&FN*-
zs)LxRHEPEjQqU8pX`NM-&A7C<*GejBnO!JslG}@PHtJT=oE&o=e&xjSmpt>ADj~(V
zo?7OfVCCgHw5cm`S}v<srzz5hN0^T_bjnymg>JSKl(?rHN|vnOg`Om9z7q3}pUzym
znrAAg(Bl;}b%3gyP}AxZg;i0!p$<3ZmYY%@WQDTpZMc#`N)PD1Fp8X8X7MCpLR89(
zO9rY%2&g7prK+}!i5;~b*JK|^2`UWbl)=cxx&=w2#c35-RGCzj(p6Apj?&VZ6Od+<
zhYmqOZpkMyE&xB!^=(>N3R0F3Qzk?Lm=cwBS|SDQyxdP7Z}A((ZeY?u(s?40tya3Y
zJj2?xQ#7?yT5^KWuQ3X!Wx(UzN}j&9+6W45N_cfNI6sCyD|qSgRjKnXm&qO!b9H|$
z@_#Q?b2m1t!<`G7dCId((`gD4{YJl6p=r-Kq-csms(I?#+G<J^3U#qjR^fG)$2!!!
zN_j69w3-$?mdQbSyt?w;>5<fwvh#f%L!^SITqaES9yRo5^czN*%fvR!(pA*a%$8HL
zvS-Sumn5k@xifJ^$y$Ph!V09*Ao?kSSu-Y0M`}>+8(Z|2R#%5?^wrBfl={Va1vAhW
zaETI>3gnd|DYH_UgedwTf&|FRYIHt*LD&36<|p-iL1U}PcA;xdOQDt<Of0sQd5A+a
z%~R8+dQt*sjcZfq#U-zh<=RAPl!zS(d^Ujkh0`rIf*WM1AReW8j(UO*7YgSNUe^+q
zIgdwMY8FjhD%7;0L#OLkLYb&QKo&|(Rm2pOscBEL{A&FhJ}`JU@a5pw#U`_^a#Nlh
z_~O?r)N-DeMXuLsJkh2jojFpwow-!=9U0Lms3_5_a^9O)s5APfQP<T+<))WbRRwa<
zPUcI_#Bf{@cupBMqK6DtBR|>rH5cIN(@{QDrA{=|a!{0^(J2IkB_SYoQa-Yf4~x{+
z%M;~#-B0>OY|@!ZoiM6xMCL0{?JSioWCu}Eb71a3KRTUt*PUCgxVK$$RJUAOmbIvZ
zB}!2wt9dt*2EqpA;gKovACL-9NIdDv!ct0Xt#X7Ek_jX!C#69C@G45IPafUyZ{pWq
z@DJf*$A5+jp9M5ta?(6=dakQd=h~fIja!v!9?+M|)RkHl8(J-UZM#EA<yx4it*K?y
zuTigUzb&ezrOzq+J@TtO<Ko{dX>RH*>0hhHvCVANRCJ1UzsUL}e>k_Nx>P|=>vd>D
zNv9|wMzXe@DUzTM4~t?I-p1P{VwhjEXmI)*MKl$HwoPfpC=-Plvulk!gbB1JT;)!Y
z>a)Eh)rlf<PiAURoz4$7am3^a)c%58oI;n-&Ge|5>k^W=D^%iyBpD?t?I252sP+PZ
zVgUOMxwKqF-t%*9!I5JUVgWn@)(D8T@gH+&xE+mvk^wVsQE5NrN2JK!GlF=tc&Rls
zKrRxsK81)+)}NPBfIUG)ASo@c=^;{(KX9oh^2uxLBo=pEw156di9`2xo-*HR_L5G@
z;dHp1>Uot&s@hGA*|f`)q@_unwmV^gY>hohQtV~X&&MTI&Pe*plObqBtx1k~%{~lx
zTh5gZR&y67X!VuuI9+p6rbF6JrnkD(@?SchlTkxnY7pv+jZ~VSJ(Yb-x{UGG^m;mK
z4LY8Rk+9V@A_EMzRJD|$2uVpUI;A@5)%(u6>x*&66t^5&mZhlKp73VI1`J6XZf_Bg
zObqdqqCc>SxNwss7_bICLA-7~<BiQ#ZFNmNntAn=Q>0U<nt3y-Ce4#i+X+gHnM+!w
z%IyTCE3lOIf>H~x5!hu@)5@5+lH^K6$*d+!mnjHb#x9VxfC|8J-J)5`XBT~q<^j$-
zKoB>Lfxx-oAlzFb0kz|}+}qc994XuaU}7g?ZEF)?K!9iO!X(G6Ovig2@t)A4Ef(X9
zVhD4&o!!X?E&3KYZy?9rL}*R311$!7t!rndP>#eC?XZZ0limd0){F7-cl4pO;+pV9
z<fd9_-x3;Hx|0cU<nk)pOdFD<u<EP`1s5QxApK$^7@Opt*cPxh9qa^5@$=*Kj&i#7
ze+BezVy9tly~>>9r@K<>5ViRlUad)4r#`i>svBi`inOG;DFw&AU#UaOKt7%HKU*$?
z=_h4p%_Fk9%9=1q1MA{Ab!Hzb{ASf84dsS+j;FTL7g4g<ytIN!WJ;frKUS8eMN0e;
zDEDxWheZmKLAP%AlM`YlJw%%u@t);9ZO&Qdo?7N6lP_pG{*SFPl}SpT(zP0T=0bo<
ziqqD@O2Sf9q{>o6+X@AzYk(9Ar#BO8Vqn;uT3o1+ZQ}#5?nXBR;9h5s(5cc<K2+Hg
z2WnjDYn3r2&uJ49P@$XMB#!vT#7tDRqGC%bT9CAtW>N?#Eq7u$@)nQkUzc_I9%9h+
zeS1x)MO6l`r%`G&bq$`T-lwZ!x7u0>ZL&gxiBy)`y!{BeM$E&<6DR$IUVQ)r!7<qJ
z@~_|@$5rYYd)^Rp3+pu+Jv!^TTBXSH)u)$PL%K*%OothD<v&m6E2T~KfUdYgzM-_c
zfDGJ=7%?K^4gt5c0|o*7+}mxGtJw{p#4uW<l9@AAGKz5wnyM+Mw@*9}J0z-E377}s
zPD0R6)xJ^S7{rWk45qG<q1svkXUhlcNvJ>qY_c<Cs_8BDkW!(XZPf2zNx*|Xmlw5;
zcJ<i&ef=Om49e2$m*YPoXy9qOg23lW4JLu}@^z{`BVAf)((4T|P@;rYInhp#>FZLK
zrF9>ztU3ow;DI}1wn-l2JKS-1sA-y4F=@4WHn%}fsp(pSMT*)Qru@b#SW!<?PNGLr
z6htW`kff5I-BC%~>_*sE>@Lw#V{~1)l2UyJBSsb3MRf$iJv5aE?D|A7nIU9-NytK+
zC$tW{e*~u595QVT@DnoADW{O;MM8fPU~BeObj(QnWEBm@Kbmg@z8m~e@#9l!my`5I
z8PQU=Q(es(q8_BsseF%@`G(V3<gE|Yq*XK1Ou%tux(d2b6r}yK@bBP%!p=tI#`GO!
z4|8s^tvOVcI?MiL18h3yQ;yW>x_T<Ao1>^Nt!wkk&$^`&QRJaZZ2J2_(e!>_)7aBA
zJuZVvp{Ghv)h?e(#UnpTQjVhA4YZXwQk3;LQdY7FQi++)M1lyJ7o2(+B21BjEeB|x
z<F>y}`(d<|238SOKV~qrOiGbYhSVxubpHTGu(@ih#3hMylmP)oM2|yGqQ+#or70=v
z_$Sfs3x-Mxt(7kotSKPOs+JW`EU7(}2{g(oKqNTylRYHB3G68VkbVRBx#6a#;a@rG
zJh5DrIZM{6y&ABPqg$mq^NrIwvJ!xblqIz_Qiw=PsQP6JK|ID}k_qje$7sX|9;8jC
zc>7K9HQ?i3Ch}EFntKWUQfNtcQPCW24Tox0+e`B_#kir=8LUYF0JH?Y8Cr}W$IY7W
zg`XZY{{RD1@h4T`_M(pj)vGn2ubz!wnu->+hczLijXiWO);FrD^y;VNSJ6PU2ZD)T
zl$E$L{{ZNl>01ojO_!jZi&xQ6Z3R75HVIuKqI{}zU5L*@%?#R9Oj1P2n4%?2T)7gR
zW};P0sc0#dm+)=7*|D<Nxj;}x8(zNN8o7%?T}n{xQ3WYL%%3T4l%X!Ul9YwD%X$9*
zJ;w40wk-rleW$)a3eg+e5@vUsNVWd}1L~s2!`cVsh_MC?8vseM0f;`r)&xvvwAyU~
zCp>#Zbm(`z&P9Qk1Je^00~nbScz2w@Hp!Aq5F>do1>j$?0wXz-BGLJi0NVBkV_+lz
zkVL_YW<3r2%#53y#m@+r-{sdHh39D^axO@dCf!GEusddMW4QK<!0lio)Bt8}?g=D_
zykL_NY3-6Xn;1Rry0f^><ZqeA;s7~;d6Za}wc<|m+}ccAW7uLixTK`2u6?>%He9HE
z!wG4m6{%ObKja}N_mrX%l+RL<ka*7NytMU0AFTB^(WL1Jf@<mk^IuGU<t04zyrn_u
zPy{I5A#g_*6<o&68!k|C-8!`TRf31>*V3&@xi}@qlX`ZI$ZeuJMBN2SPY9Phx9i|X
zTeXYC(CECf1G>3yS=ImwZ%L<GRYyv=x6eEi4lEcYpcI|D90WKu&0Aa4HK#+BuFGxN
zidO#sXGu;79Vlgxs7U|>m8g}h2rD26#P!K4B$A>^l&K_>B$-hssL7w{DBstGeBu;#
zxF4SPp82;3cy!uy)`?#oQV23ZFn6DGF(S}57b;JF(~u01Z!tTJOzt;8{y4S>$deJ<
z0@fnLfMW;JZ@k6Kf^mC@`~n>Ad$>Nm_W3-sGCkrlAcNlI$&r6e>a$Z(OjK#=9;YrO
zp<YX?WT__ID(F&5gcSmnbqFLt-q?^v4}IeI^pH)qpGX`^;x2t)n_floJ4SC8BZLNB
z4;aj+S#@b~6_nIfrO?_7kJF_!Ew<1Qh96|Krq4(qsP&m&R4An+NUKDuQTi(Mr7hHf
z&_#VKEnm!03N6&FTOlbb0>rKdR~S8ni+Y)pc=UrK?lJqkFhG;rVg!hQW+X+YYXhDT
z+;aJr8~%9>!ZT>m+^KV?O{u2TdY0g6v^ptjN*lRxboC_#2vmUB>r&KW5=nuMdXlD?
zC(oyOkg`Hcji@EaB`2YGONkIfps6<|Zzj~8{{SE&PCd5+5o=$JjW(~S(xkS<W1+Iz
zn=QCf^Fgu*Qc~OLakK*f$`TJ(Nd!Vq2z`z`GIs9cy76H<Mc^Mv5HDdM6X_-<LEw`U
zgL`gr2^PV<l09P6##LICB}YiA(<xC5rKCAS)kfk-QhJ_KX)9`>;*kI?Au=SAR!N$v
zbee^cMPBVOQrk;SYHg(;^#SHMx~gurklGECC<Q`HN`gWIEVatt3tQaU#vn#XAP)JF
z7`8XRcsMYk<_yfveStUt$7{~~Wn9rU1h%(XZ8fYR(!hR+*6NVrz#qDnmFB53Y_BXN
zl%J^dlg24Pp+zJVs1g(vAf$ppNd!nTOp9CqeGtBHyD;0IkDmjSJH_KR5J}!-MZHYg
z#E;z^BWS?&xS9U|RGA~DGC_zv53Vnm_wP3Yaez2eZ*mBW0gMqJym!erxSkNdKPJnG
z=f{LdoPKzL_7NEV9_15{zi(3?((RAoC0rN4p7IF-ds^U}2$P+M2pJGPKNDjI2k|i*
z?uh2uX|6-+xV_824LCf#3ABF`jL6zHB+aCNPral?q7Qf{xdSmav7RG;;V=R3F^fsO
zo6G|zfL<*>RNRP38L`IFea~n`-F}aM&LnRD3&4}uT0nyv86!TUCidJ#yM7Wt-!pSJ
z;wDb!4Z!R&E-ic98%?It2^SOoOu^f+GXm!w<v`q&I@g9>-g~bS1kCpCZeZTx*Vvhy
zWN_!X8MwX%4TdoQ^noJyn49%&Vs_eKz!FaP7#nbJdCzPMMo(zm#qW*~;%s}4?6c);
z&lWKL+hE17k?tVL6JTIxhxh|AX`6Z-`&<(d!~qaz0t$%U`4QU}*ozsS03v2c&8GP$
z8}>3HY%EU*Tf>+GF5zbL-eOm`wqn8nxU|4Fh&Rm1;g3z=T*q^fxY*wx`_B*;-gdIB
ziSHi79GmwtzSo$NX48Av#Gk~22f781T#t5<BQ{Ll+rY)K+hh3~ak29M04!=8!uRYG
z<We-WrTWJK@{macp`j@+I|ryXk~%_?R<xx_JYVw1CspgEy0_H2T`?;GPZ;xRIut_D
zN|g)29R=bPgea&4x}+%se&!x#q2*d;w0#+tzHzp~Qp#krMA1nh%77%fQ0YBE3O#NT
zr`}gek{w0stM$Kq-lwYRJd35Zr_eN)YaB^aEGa|Gb!vdR+Sd>|x=NGufd$f(vdBYi
zlHV27^;*qdsdbg_7oJcF1NU2L0(t<-KsCQxX|LTwV3MGb1d>*wrKw6)rCn`JbxXB%
zZmy!C_4T;pgp#9xEC2~efP{b$l%yp9AOJ1N^^5wO4bFSPAVHFCH$>~*^XcMti5TB-
zEOy@Ub7DZh2oW0tjQ;>_<V4Ay&;f(QO|lJ+#ti1rFE=<c02UV~V-i0d#7PGBfgr`^
z26#h*n>Rae=d4b1nKu`Vz=$W@OkhYB;3wAm7`QuvZJ4l$jjRU|n{Io=#zy3vTW-Sn
z;Yp73X*20~xdd9+jN<5b+<EV}T3+Nt$pYB*CI|ldLEm6AjrcyGax!EI7mm?Au0IiT
z#CGYQYZ(BOe_4wQiws8u<LwYnc!-d4Ee1)?q8T>t*xX`P_X9Z2<GB_QkYXpXF=?K}
z5t;1<@-k$YF?(?v6A&Ws4kmxf03Gor$L=LI+>?pD$jF>QkbB9wh~W<J9_`&Y?}B0^
zUVUvKz$OVM4Zl2G^pAP{<6?gpBw|j-vXhzWj^}A2NS*fpcAS|c8-SQT*1-1eK(xf;
zC|_3b*4hzo7?300_aMNq?~`lZMsI<_`{pqsNs<o3)7Nr1QybV!K|RHZ^arp2_cAyq
zaUSu4W4OcvAD#Gh*Vzo%@YlPn`;1p&rlOU=^)*AZ?x*)2Va2rKb9Akxq@+l&2O%;n
zIN9jA-<c?YY}bm`VL?pSw2F|hY(tMJBBemwEB3$~n~-?aiM|Az5u99Yf-*oc+C&gu
z)&_1Q;v;M9KA%mbMSbD?z1?}i!L#@uI~R@RJkO$5fSqHM^u;KxN>lnu*QYoEB$aeG
zD|JMW4_#V8Aw<YMJbOEp)l9Bg<<(K8#8N9l(iKXFh%X|T>Gb7<x>BX2xR#0n%2uFM
z3@JkA=fE~5AlQ4D#^m<|+{{lOKshu1NAjoro6x;K_Lobx+(^tHxc>n1lWaer=zq7E
z@lQEQdBd7!LH<(fpo3#=R;y_qq7Sbc)W$x<XZl%@nIy><n@0O5Iurb|=F$HE#Xi0H
zYL#&&PRD=l<5@Fk?mrCw0KRNRvUsT=fK8n#CfmYGeXV@%@r!#<ke#O5B)x_^izGg+
zh*UMLeqHYqnYa*suEdS+-!|UH_=P99lY2-uwf_J)BmA!M5x1<twTyybi6mNW>0oCB
z%#6YR0DZ;?1_tvpz-ajoJHABm>gG5u{yON-a#-o-#w2!*)7%-3kS6vJcM&<U;ZNVZ
zY<CwoG7jS+!fhD2h_HepV|W9!P5q6dfDtnSP6#(3z&4$t{{Vbri^#QxnO!>OK+`kb
zoD3P9`>)y0T&^ES(i{LH=eES+M8H0zNG394gSqW|#8}(3827P=JRp4x;K1*Vj6ja?
zNwE>ZYxj=w2n0pF`vO75$Rz#G_Gaum^~%AbzXspVz;n+%HE4TJ*w3)Yw#H`B+arJ(
zAczwYv=fmw^dobUPI!#OOrJn3HnpeFd+j_a2WbTR0!}?a$ebPRfHpaiyGs%AXV=BV
z;M_gi?Y}bZljjn)ZZCg84m;cv1k4CNygSJ_%wID$iM@tQdk!N$qT3$h6P?V=+C9$*
znK3aCZXzS!0GN!KnH)_uZx+h>a17_&0ejeYle=4H+F01%S;;ZzPSe~T*RZ_y6C5cd
zf@ge4m>*4zh9WJAGdGFa49t(ji%AC}@NNu}PUPkwk6*}4l6Q%X`#=KOZf$;lX9zx_
zf!sqeEob;Mo$%(y<MEMWI3&e~e)4TR6JeA28v`?b_Vk-cju9|y0S00t8Hh4X@pzr2
zbnuMK&GGnWY43Z^Gn4NlO#8JCeEjVdx17!F&yZ}+b{s~K_rAyaUAqXeHa@f73E}&b
zGHteTu`z63<EOt0du^T0_X8G_>0w|k#AbbLX4aFw@MZ=t8NU_C;k#UbW_yh_%GyNY
zbFk#?VZ(pE!KP+RLGPK7w)c+EX6M#y)H=e$j5^~ECQ4jsYH7jjq!6I10xtwXH-p6z
ze+=!|Y;pO(#K9!KeXrXXz|7kg$-fg%x0aqAWpZx^-fi#rM%s>RsHkl;`sF1qxlEA=
z`GMqCHaj<5!cy{VRwZFpRFh#6{awqtsS48dL#0(N$<uXID6~{Qke0P3!EGT*1E<eK
ztE^w826Z;uapeRwg*dg@32YUtlQ0sIDpjpv7B(@)z&Uu*1Us$PF{HGjPmrjn)K-*)
z&qW(ON<@Pa`kP23On{;nI==q)&HJDOYELuE;lsh+EwwEJR?>{tQMi_f1vM@7zf82i
zP*PuMOK+s4f)ceQUr>?QqR^`<rEhs!eKJB+<xZgBrerqZDN53Xkn6obEF;T8!patq
zdXlKkx6O&snN24zH0x~%E>vnO4?6mafh$7@>1lvsQVNzpTEt3$6)Jg)N#-w?M=?^=
zQ$ErQXw-Dqr77xyOSDfRNa-pPe6^`ivJw#&b3R7b9^vK0*>=wQYC!n;=dQS~GeXjy
z9#cx!-bhd?s7mPQ60oHNmXMVx`jh}N=xr;MsXaXqtZh!OT~L)aT`W_OpeZS(icpfZ
zFQB%A3vDV={IsvEG?f%KQkY21Im)h7Hswx<T}!P~q{wZRDZ2Ct9X@Rv$x6ZLQfHw`
zCQr~hMC$L;ze?hnsb$t30!wbRrkqSjl_9`|3jz#_k%<w*D;|1q*OxvT!~j|IXYg&=
z=@2LQ;EBX!K{GHWXD~R3G5mjxx9>AzAi<mP8ySc@=i1^4GBcmN*=IJLuW2H}AQDNp
z--#B@lVnH@)|v3N;y~grAWz%A0TH#N$s~w8E#?4$Vta#W`efW2d&RH9Cc^MHn?NA@
zZf&@ez4%>6dqvI-j&Bk{8+t+E&KL97bMW%>hbI$hH;-EglVK(@4ovQdKGv}Zc|MpI
z$liA0$;8^=ZZq$E0bo9@@;FmtoST98TYUB+KqrI;T`-9ooP!2u5^Q^qLjod9NRAZX
zdziJ2u`*!Iz}!hU;FE~_vxx)}cASCRH{o@6i)Udb<^jQo?eB9I?Zd90?SSCTrk@VD
zLmNN<92~&DMeYZ*=EfyVNdVZ#U<NHVh@V?$90ZN$21itw!9DH-;E{iB6p1#x;7ohP
z$PtqUPG>wwYnFH4due|C2YHDL&PB<@X7<J|LGA~+MCRgt@jZbzF^gYl?yewW(o7hT
zJq_&x7Ln*dIFCXnJI8#FxEDL{gJqq(_?}t&p@V5YrsviG?TE*}Rp7f=U``Le)Atwz
zeiMEp+x>~W+z7k_01QmrkPGg1!59;JiyiG7?I(m-bM}jy`rbWaCowzNgimlYyj+Z5
zY@24-$l+S>E#G5*OhG4WSoY!EM1i(9^u6*y8wmo!{33LGv%YPt1lXHf-#>G-krI1m
z+*hVzrn04qT2@`Ds;G4g)6>(XPQLTbtRc4AZ7EXLw-lg+r683lPz0M>$PzJe1el1l
zSRc%hDLJ|0=qJHnh0Ikusd$;IQz6kv<GN2RCFanirlBD}taUcJilN4W(?rtxM@pAf
z3hP38dVbz*jTXXe#v`<Kvi(1*r4p#<#KA39wbRwurlm^zD(nR*=1o{a%({7Vri3f8
z**xaXU~~417p21FE7AI5rO%#I+Z6QDz*OnQAb?mDr3r8sHAq8_(}m%8!HVB%k67_P
zP*o~k@|K=k(_Ts*1;mn;H4Q*rFA}6pJrtg#DYI0QDIW3VeoN(kOw-%bd1pnS(kR=H
z+0s*`1!@wa<E{W*dC;j)arL_Q)PAx!*qnW~0aLw6Nb-`}lG@gywJAw0w%cJ!aD=I)
zC?N{y3I#<e>O6e@_`Ue3@iW1-HKFo1A-_)5bt)bI0EA6imD>Fxjn%vmno250npFv}
zC~0*KKdDtcN~WG|m1(s#4c9S6fE9Z~^o8`xk4eJk;z^onCN5<*7;2^AxGfqI#HkVr
zz?``$Q+AXp>((p`!)VD`d@E*l7Y<!ys#23JDNM@GLaMs?$|1hAz@NdTY9ERWigcUX
zGpK%&j}o8Jc_)>;IMb^eZO&}eAJnzBns%L43exm|(Wj+#p0!jZiptuSYJA|9kd^7k
zYzmb=7fJDIZzTIzlY4?q&EWo17vpB;&Tr<fd)A-k9&p#SE@9ScVJoiG>Q?)qxl)5H
zAfGChoh~hFO+7Pgu!XH<wv*InUFnNjV)-QYl4GO^2O{&CBaF}bJJ|H>Hp|gqMr@jj
zq)eYxUsWPnrJ|;;p?#$&1^sfFQiQ5xDL^Sw<e^0<B&2wL(_?37F?x(ZA#$XtGUZdr
zn4qOflPMqoNU$qkZfbxe1xz3k1DKU5Qb|$jB}P=DO0V@3CQsC>+}_sU0Cx4n19NFP
zf@H<!*2szWxUzF^OLhbwy?~x2Hh^<Byc-LcxA*!*`@;c{Xy7^DpK<G(#myycUY}6a
zUY}I`6;lfiHB(6QtUTI~LV}xhl_h8)VJZX^!hpE2<L_U=ACB7Ji#&qkoYPX8-f85G
zMw>{~>(U!FTArCvN*vR*8sq?mg>7qX*V8!Q=~K?oyHes=Q>{Apz@Z+)-o)&8H{ZY9
zll6=AY0|w%qj<%u)Vbwp)is=*PScAaEC;m8erJBXg%=1)(AK9yUQa?)l(|f!A;$Re
zU#FZS53blM>iUTimtTg|&?^s|P(3(RU41PbMLe~E+cM_U&Y3ZCfhbbsp=5TYraR}+
z-DOOTqNk>pF-fMYl~S6SZ}>7K)6AbLVu#}Pku?cOQMywxX>b-n`yWxLp|E8@KobT|
zO^yWqG6qi^=bSnJ07>O-A5+$~O2#Q@G|D&YYMym|S`ga}m4P5FMM{8_q$PbzfRq)O
zJj?lW%^dfx9!~I=lex3SE^u<1uBo10<X&IZ`J+=b)M!(cl}Mn_sVnQ>r=v&hDqW|h
zb+%iDJhsFr{Ql>Da?(6N@gtPEL&i#tYe?j6BcHUS_>-q08lIf<T)jo8p}u9&mqAS1
zx|h!Un{^E(CYcq?*P)~(blnfeI&4qSZqe-mjb0@oSX~V~gjY|dno;e_szM6W>NrVK
zYKp2vwIY^vN@?ll%s+x$<|&Us+ApNM3kUS{)RWVRViM3#p`=imDpJT$N2i>V*t(LT
z*p^hXq^Sz*u_NYxh&;-UZ|BZ+=GMZ{-!t=fGIJVRUrBKZ*7b_rOd-ycAtl6o&_aq5
zlof;0kdTqb(GFMr8XDI$evdl;0MZ1X8M#h_L!jo?`9WS6R%sOsb0u|qy!WQ^Z<D2J
z>eSUqUs}~3qIt1;Vl?)uKTyzW6$FN<%kEbA+2jv`CHUK>>K_GTnOyK?9FwE`)|1V2
z8vPETP0r}A)zhsd$GL{0qf^y1_cZkAwG{6yRIMhV>gqE_S)^{RyC44mqX&*u{sA%Z
zHs6PJZTJfIyH(3A^Yc2NE{#1J<u0d5qrE`xj@GPsf|X0vD_NzcexpZjmbKJY8aL_@
zLtLtS&yy;3UJbHUGO<~k4=Q#kgP`G<?FAxnJW7&UCMA0)x_auA3Oqv)mnbC@sMS$f
zC`elArOZmyp^SC-yvoE;)yS%uhD@rhlRk1QspO`7@ieV-Fykg_$dyq&ME!Y6T*P)B
zP*^06gYaANo8p(ij*;T#iQvwK;qIwV<4-Hn^0zlX&)N>Ht=CdDLdLC4N2+KQnoltD
z^+uhjvW<4Xt%sbh(JPhmOVspw_cYBlRGc@$?FW>(&&6*Kd1s$_m99eMK4<6tR?)fJ
zoDve_T$joEzc5hJ^Di<s)mx5yz~$```rS#YXO{DoN~1$RwspjX`UBv5;_j#5uf})$
zVx#camwZ#JS1M{ezd@jLMysf4bUIe0S*mEdogXyOJ3_@$PP3&aNT{QrRb3@RbnWW3
zbu`{Zb5xaVdGEzOd;b81Uln{r@h+!D)45e1A#?XM^P>50Kx?Z<<%T(<m@D<6plCGC
zDx3``L1MINnnfy=PKM}dDcBxLQUW^#HXNxK{?VFEpOu74#c=FBb9SzlvX*65Cto5=
z>Nzr3h8b&_EqF~amTBs0J94LX%%LoV9^V)xuh*-VDMXK1ktDAYOzCQyQ8@@Qkdq*#
zN=c@d+4O5$p-<TCkT2<9k52?X9ee=sx|fjt7`$mmj@}-lkvVHq)cN6_X5@Zsq(?he
zeD~}9BTd%%0mGx#X{=MVrPr{RY1pmPYBd_Y3Z>mi{ULg-ZW~|ld*dHg_+{na9yy|$
z#7$S>eLADMZ!7aIx6jo2pC?l4T2`n0oh|7cw_D8b*J<UQWpx@AEk!PePR&N8N2_U+
zPdihkYK&3zUylC(fcn3I)p#jQs(7uU_?chh2P0N<z)pdpF{kO=ze>exEHO^TuT9My
z!%fU|wY0UAl{9+I3Td?Zms4KV8mg%&Skx=HBR>`&5On_l4)uQu6#gUEGw}PUYsltG
z?++N!d10n2wPb5F+`@&`^9y<)=GuxD_3A1;VH!Ky`t)?_bd=SCfK=1A<9ucdQ(22_
z-pN;N&M$^-Oo?^$^6?yhXsIgcs;ls-S+!JHwPqVGo|-|Cje2<@G^TWfQBF!Gg|D$P
zT<F_Uu5CpQ9X5uhpAbrCAv5bMWz9^<wDQ!sRWoD+Aq5p(w2w#HK$M^q<%m>ztKbjf
z@8PTA+MmVRZ;B6xMt&pF&YC|j>3oQ-LW7m{S2-~hiRK~9!kzwRLf_M>wZmJ>#*1Fj
z)%xd`{{T|HbfvU42hit}{5$5|3sL9pQf8w`6xFYD9+62+s4&_RDpc;FPSZ)KLw;M0
zHu}m@<SBKHHno7Vv~{RU;a;!d`isZk4r+cWw7pAN@DaUExn3dAXtkWdL8?8cBSzGh
zrY4#GR#J8KG<D=@Nv@~UU8bz7)0bIGPpD}Ry4J5jzj(}#hwuF~^%VRoJy`z$!}7dS
z<dt}6<!v`I(mphWtCtsC!W!oqs@`l}9X7bFR-aC(=2x56>on%6t2H`G8pqzDrqhbb
zq@%?4#zd+OqBS_?$;`!S@mb2KsM&-ZHlB7BCk~-h+L@I2ek^6o^~#D$dPxGVPx@rZ
zlcphkj#~#3<!vO8nHAl-sn~r)+3PD_9z6v_x^&2vOu~s33Q6>fl`dLD<P$YYQh{%!
zh)_}zWEn^>2!m+?!xu1ZCmTSfkf$4PiCaogZA6jMr2>_GAcUxt{{Trqm?S0%JZmVf
zaiszbf=L(z2|J8{42uiq267E*fb@qlL>ZC&5s3g?z_sLJPam2pkhI(f960IcdkD>$
zvgs<&iB&Qr)Jsh2YJ|(El`d?w)X~&RtE8TkObSSyOIIRIO*GIuaw;Usoh?Y2EeaW#
z{30jRL_xe<P7~bmm7);Ii~U9kxwyVFX~>&kj9?q8ZDM98aC5h$nLV~Pl6cP0kfznr
zM0MuI&>&lEj>f>7o;K4#2`&g?4~ApU;b`5Yf<rOW$F1Gbcy<}wK(tN$>>vwT!0?ss
zJvRaeds-q-paj}@sFZbPKo$`&Za<=D(3$TU%YzmczD7X)i1ZON20OunwCy(Ip9Z+y
zVhcMD6L|V|NzK4IJMQ9gV{^fVkw~WjLnLkOc)ru`BRAuhc+uhOJ}CHM&YXz!A<cV6
zsA7TTfT2&SG6hDNP^BnHLpAKM<Ao!u$qs-CBrmH(>@)btyjYl$ZFrJqI07wUAm3w%
z?R~|M;hr~CHS_TL%1ZiGnRQfEGAilj4CT+Knu*eu2ECbx1&O;}#fQqGnq5qZ^z%{`
zDtx(;CLq7pmo*)Qf_SAwWoyUsgR5zk+8(8-X!@-))LM>}SyMq@NcvKTscPw6TMw}E
zQl}6WhZ`tZLyJt$Le?Qi9wtSzaRMalMfZsH+8_=->-<f85NO^o*Vc2#BiB)KuROa<
z`n4Krif0Ci%=KtOmrVV7>4T2x)#@ozFW1x2)+(ep+mEuPvQ)nca>wZX@uIg}MJG7^
zrsW+8w?V1ZQ>xHwRZlP-c`6h%8f{C;H7jkl-AZd+rC|-!H`M8MFEE_?+25vJhsH2e
zVl}wMCKFpKLQWxu)+tizrPKue5j2v!DqVcFC>2RnAe^%;NE1;mZ)#d`&lA{eeulYJ
zwDdEpBrahT)lxuIrAs7sOy&Jl)2sp#u{fb2L0y8RvX#!h7qrfO)3x1ip7|M_Q98zx
zM#nAauIbbb*Ey(b9MM}#raz&fr<_lo=A)szsnUvi8hY(P>WZ2wRv2sN1H<lDBkJ7K
zTcXf0&z!5R@;^DVO49Y7SLQu7vqshF(&=%!ZA9sn?9*1ar)r61$LOD3J8imB`z<L-
zrgRS#_?h~H;l7i?EjPnGBTk^M<$iI~dG&)((S2HmsmZR;)M@oP`>0YXH3U}bVwvjn
z2iaXpD2q+F$3t#6nDJxug7~xJ?~hu4jy@<-Xf*Z9<^3a*_021k^!F$<+PwoxU0bw{
zqMELzt>Irv{dHAXbXD}aRF(=*-1T&=r`e2S>3aZ^v^YKqMu`)Bvs;AXRWpS?FeKrs
zr=q06mmw=$x``O9+I&K$Qi%eJtV$l3N}V^i_QUbHyA8E+Fq(zQnTINpo<=t@6J{&X
zS58r=kv>GPR}U_hO+ZCN#ZO5x!jg)0tzmM#{L6$u2k+W;*xzl=^R{xC=_4_0k5Xny
z-f%B*jkFyDTcFqUx(#PceHA)>qe{(XBgi0!8F>L{uvCQs^tgh4mn0Y|JZ&tyh>PBH
zF<~~b+SV442aG$ar<o>f*)yf8ROvGnDr~ulDVZ)}6jHP;DrF^UP$^nS1u6s(?->m$
zY9=KUWvMGd(v_u2AxTme0+OVVScL)zAh8@HbEkShDk5#ZcN<zv>;?{P##IJDAbS|t
ziQDfz<~KZQ)Q@`F;w0vGG3gL*7#wFAbV5Oh-Xbk~>^<&Cl5ZSw6Hr0RC*1mbukaU*
zz%Da>yrS*qgNRa8nFTR<jizrG!INkbdP(EQzY}_g#Km`qR9*u3Z>aMpHFz)0I_sK^
zM}%4~flI3S9M+1&>r85TYH8_T*Xkdv)ElbQK3#_t)g?n8vTV|=EHUfaipFVKThFM%
z8gYJGXj9b=hSFA~F;3W1uev}zEVSC)Spgv=l#Vi7xy>BY$y~*wbH6IojT4!9Usj{m
zbPB?hRUbNuOg@BG)2S&)r>b;2L#R-+`rEG4mh~k=s-~@~qT{vfHq}(@Zaqbf%A%pf
zCDY9dG<cM;GL~f7ZX{G7_Ek1bRUFl(e2S`2DkLZn52IYvFR5*&%~S0@3sFX?5@%M(
z2CoZT<_VFA$wG}f%FMZ<N@f?6GH8~iB3#8TSnZ@3_<!)bMc`JC@iF1nnelt4YSjJ*
z>D<$(>E12rtuLCi-Aaa@pH0>28g8{5pG8;BC}&RQRB6iAs5A<8waS_bdddnatv;#b
zR?}gACllZ*Jaq8@d@wz))OZu~x>CG9Uoz8bG@9aQSIhc3^=2#D)#~dtH7cK&m8?^-
zRaWvGtfXz4#L`e9^w8659yio;1#gTVCF-2nOHD`2y4N~u`u?`n5=v;?)HUrz?Pj8?
zjkP5u6qU|b8ro)-0-Iu?v@8W7Q|nr<0KO1g{T~{CkCcB9H5I=XuJfaMZn5ApxtElv
z>2#i3spoBXK&EkyQK-=eIcpUP<&7efo2q$>PS=&A>Fw(Dnr(KP!|JDctMtBQbuBGs
z&+SD`ZaX+_6&?|@l=xN|GIk}ilIn3ui^Qa2^J%H%Ei~&NUXgg@*~q8$HAs-Ol`ct)
zH?2pr>(Mf$b;4@qBMDU`u`zVA>I~(p)6J3)43(uwRH>B{3P49<TGA9!BhO#@EBr#A
z0guG@{1o#y`~jD|f#PpP5AuJ^{#E|~A&HNk8i$kouP2v&XXHgc>qGLz-nkrk`eJu8
zcml=<^e6K7H=k2zKNEiyeAVDhAHh#7bGJ5g7lOKuwC1a)_&uR=)|0E%S85Gw%jad&
zQdZDt6&&qTrZ>!uJIzbw_H~8mY1SKFvaK{#pwx{s!|p)PIb+3MNv8OX(|MPZygbtR
z`;%JnOGS51uhO~QJe20Oq`%FKX_`e#3~E&Rs`**^+MPL0Q-@UI>6Y3G91ad*f~y#k
zF@cVZDs1UB*o96HNr9@WZCu@*mJ#gpTOzZtwPN!YnbN97FZv0ZWTHgJD{WF{RHN2K
zU#qD}n>uAQszWhT6-1U2Ow>(d>m-FGVqf5UU66w0#~7iZtkkLzNkdNML+%m+TL8cW
zN}N~HhR~8_PAN%11__fqZUK!Gl?PR6XI$4&1vE{nbm|8LN6a~KQ0f#e+!C7thKNI_
z)qfm3$?$&HiaJ#nz*`*ErFcB=hy1wTG9GC>!gXqo5NT_*>RoE0js9kSt5_O#p`tg-
zmGvOJid5@$8oOF+6k2L&Xwl($1d?z}ZTRkH_c6J>#~g+gU+qjfj}Y}NLk{)1DV^##
ztv{+_G`*+%4P`J~!6tHB>mW>67G)4)>rXq@Bubs=r&Ibw1$r6i66Z^Q;7miSvY^aB
zCp_|uo~f%>>o5Gpd+KzKuPvm2mRLz6=xL;$gd)&Y`^tb;wH`6E5hC~iW-o7X-t)Fe
z;xmoCOb|`(Z8no0vFpLHu-^tI{i0xQF>He)jr@K3{k!?Zj!(D(W<=l8)At7X7eL!!
zFJTw@M*I5A!Hh}bBKgdNCiWKl=1BD4hGV#!TfRQfF?&Q?1fdhY!*hZRW4`hyZHbe>
z43Rr_B<w&N>@oR+V+b;LnHGudJH*a&0(+9}YhL?jY0l#SN7cCD6YTKu>yEDZ1Y+?g
z6MuM!lkXBG$v2$Aw8Y#*SVZk%GkA%KnZcXi9f#ZVG9bjkF@EG=5pARGYe|ev_(kjI
z*Sa3}BEmfZh&zZRf^m(<4&WH}+qU`J3bo+a0mMNTjqGQt(q!+wqrK$tW^N`-<lGNS
z+Z%xg*rC^5XX6qE){8*IpG-t=ADmtZ1_TM1x29}j#~HXkZXylD3tnz+AV+X56MIGN
z!u!Rn3`PfXMe`Au_Xvy~_4E5jH}^#Q3rv_Zawg!wwX$<JK7vj=jqYs%2|G++#P77m
z;y~^Q0|o_-WP=y}I}&rg0FXt&79w|yn8X_kA?JTPHJsRHZZdsht8Tc$gRHo=TuB`c
zHl-m*JHnIoCP2WAu5M0EI^}UgZB&LUSYa+DwyM}|;DX{nEAs+S@|+S%6sJ#0l%+(H
zc*Bzywqo7DxfY0woJ<Hillg;uSmxhW;@1R|-cJa3=Y4p1axVTNGlBgL`3_Ol(G;*!
z4J|@y665n8W67ycQX7E^LnTB>Qb7SIDOy_&rPWYslvN3AHWJ(AbTv;p<;!g_^o5j?
zl&FVbsGgM&6h;<B_Ke%UWSrha7@v6INRj}9H;D)P^A-bRAPaDT&dmG#EPQM`;{Kyg
zucYcP(Z1VgUzVpz6s7{iN<~6KnNbp$30XJ>2?L8h=Gd_|-hS!0$FZI+>9s2QPLG$Y
zeWWz!nue0%i$Tkfvckz^tLh~sNhC>&;{0n3R2KgLS!tA2kXEI*$W;wf%Wzn_`v;{#
z1d@c7fRK>|2?z+k4gN8O24~R7zwdPYyV~2FfMl1v3*4C-eXLAiOq*Yfuxm!B>QZYe
zbn=#zqKbwUR@$B<kkc!tA;dNS1Fh64M8H%+)xf<9yUA1Z%cQSm2uj^u6+>?p%YXod
zp<Y|X$sj2SZAYu73F<*oBX!rF`)-U!`i<lQEt#8x7rwxe!<gJo(`*<wu(k2{aZ%<U
zr*O3UFEHQ$mY!{GECL`Bm82`U1`NbtPZU&UaUS-I@BUFehjDQ{A=kUlQSgb2NgxBh
z<}g3lcAH)RPjg~>_c#}rxQYDZhzSJbiI2kKJ;lHlIEXR=K_URQb6_TJKoCTFU)Fd)
zfw*{O5;0;n6DDRp@KtG;p8mWYjEly?^NjZGGBOOr#9yk%AA4=SaTmqzZos^NWZ-n0
z#=u~lW<<nZ!4@P2CPb1Z(*phAPVjO}2_W&&xl@tc)WbTCsuaZmA#BqEQ1x44Aw<}<
zPUq9ot2p8ZQ(Xxtaam4P<TM1csq2UnA=Y%|fzpJJt+iH+6(8RDf878C)Jf}UG<mC@
z)K=!3p}G*#5~iQj5TPqG(zfWxj)W%Z`GIw)pCqLzORgaqK5FMgX)&YdL6G|i@?L!i
zNn(T`bft=P0nn$CkqXOn{{Xn4we=;gHtViB;@x#?amQAry5iJUw-%!+TGpviDl$n?
zQ9Gy;BAF!Qo0uf#OdFGOPJIl|`CJnK*puo<drVI92d%BbChWcZ_i5vsS|u`eB0z}y
z6Q4tS85Wx!7ANjAnfLGOy!Vo(V0ZomNXU!s0sH5LVrIm~W(n;#umDN4#?fvN9o==i
zcIceueNBhH*cO;1KqAp6g*OM-L`-e>lO5yOgTlCz1KebQ1@|y*5dguMxZnoc2{9x6
zV1O+Hy}Q{Lt@-ubB2oy%NQjuduWXVe-s1Pz0Fx3y#Lc}<<}<O$n1N`_Ods7F*oig?
zf-N@!MZIhsoOKchp^#u001eIXM|l_F5%Tk~e4i~e&)(3<+#DD-jja*d2Jv{#SUtTB
zk8H=h12-5r7DMrnGnk#lfHu4waDg*|VgyIFCfGZIFh)2-yHMTD$4-X%NX}#!&tP_e
zVQ*{1a874&J&C~}5-nrtcpHgP0&-vg4B!Zmb8l;t7_eBqt|LCAVt4JZH@S`wu^t?)
zyDM=S#H8Odxru-`oWOuV6E@gf5Pum2fNVb;4`4)&+(+^Ih~Cz}q?}$s;es)ddq@Um
zHyz}5#qkJuWp1}+44Lmf;Ql7__K$Kb3C;fi3B9+t-uTHguqfI)PEGSZ*?=q}U`D{s
zWQ+hst#U{pV)mQca~vVY`5%X!w25M8e`}GO?j|PUFO$GX7CV87CSwBN5=@zxf@F|L
z;aJRKeXK1uk-3lt#vpMU6LY_$z&N=#n-e6@cmsq7zV~<2j|=bj)UhCKJ&3l_U=z0S
zbeqASpd6Y103-QR{>^A#_+2j_Kaxl95xm;qlbA7n_rBN9A3%9C{zvks{hH9dKlYbP
zu(11ZjKTYl{{Sg=!}<<~`+1KPbE*FT)t@%o{{U`nej|VQ)~bIE;%D4P8pl<|tYUHr
zyaSPG7bCb4ZZ>{(k<MJ(1OEVSZFdvCt5+Mvjz;q`B=M`kfG^rV>382T0OAHlIEnm3
z?<h{Z6P{z0?Ykf`b83hF=-NELf3bJ{V^PpLM5hP0-gAOKdIaW3orJ=h!OX@-rM5n%
z!uGxlL|#27+k9YRZ)=zs;e#7q-TUDBi-7`dU;w_Y{{Xj9^3FI7Mohtr?;*F|$H|Mq
zF=1%h2H3e9TIAXZxZ&g;$811?XYO~k=HzgR?UA_>aC2$&zhkf`gmbVYPv8y3=HgBy
zK;Ha1cIEEjzl<{?+GpV7;s`b)ggijR98Jz|Ymj}r8-W}tAX{^2KD!GL37FqwvEl7=
zF_LpPwa;u|+}dQN6A|n-26u@YU+e%Qw-b~tmW7M&%R>45uI33CBJrF^?~y(4?QHN&
z>@qV3-;kSk6YUU;Oz$QxMfRDwu*d-V$uOqk@J=oSOpmqCZT7bpFMqka#|!74lvqAw
z-#2nwyT2j8ME?LBLAly<J?~;>;9G=D++Xb*9CnDXoPu~j;N*dCx2ItS{<E0kIk>hU
z{{Us9wTxJs&jH=vz=LOJJUGA%zS|3LBX;iW;!|ru-}i>XCm;}U_Y-I&If>dcap+9k
zPHZg^+`!vtIqY#WZR5A5GsKDQ?ns=?$=De`ZMWg^?{6FO@O<F+@%VMGk${*3vBvux
zMTXKWX8E@a*nSri-?*{Z6N&abMoeb*g9gI#CO*Jl9gV_7VA>)!0&N4=x8B6?^5|v9
zzrrSL&IOv*VBPolZq3O67y~}CKKUKL6Ok%S@?;6bNV&<G?ccb#IeHxqzPT%Sc{G&G
zpt!oa*F`e{7a>Vf{{U#Pu9b9#(BM}>k}i@sylq^&rl8AD>ve#nj<RVq#?%&MLKbRj
zQ`6D`CAQc78BO?|b<m1_Bj49J#nI{2)$1aTmFLKkrJ*v~03AfQ;R$U6rsS<@fI5!A
z<qn&qP&Aio^)%GfsVXVc^wjyPZ9sq%RZ_Bsnu#54pn0R}NGVw2&a+<Bs~Hrkd@)BO
zrizU%)6$4YKptC3N0=ie#W<xKl1bwZaxgpI4UG37T4xrCjPQVcM^<ZRn~}I@e6}i%
zU~sZ&w8~0tCY*UiW}QA|W2$VGC2m(ZpF5~5CBR$qx>l5}BoLUut;M>vIO5jg)MZO?
zN?MeAsY;a+M9Cx{;l(+;4_k?`o9B6$IJOSu?SE6ej@JJGX#+eU-XCBM*8!9gdPoGD
zi_DA6fMX`WNWr`eJZ~9;2YJbyNPs;}_To9tM{CIh?YQg+HwPj(Ei*eD0w84i#LwK`
z<Agi;?|XbWa%iaAt~8{$($w3C{nrq(g{4^PN|I$J4nZ;vw&P}Jn(G`$V^^i4*D2Bh
zQY)HCs6fx`s}KXpIh7uwLWr0))iPtWZG4YwTO!hXV7<oCgBRN-ces*3w|fR+8GDB7
zu>F?sjl<-*XH|ix*S(_DstKpn%2!5CIvcHO=meCReJW5rW&jD}7pQXntEQkl{V8^q
z2Tf%%lT%8d5`LibQk0883kV|OIKkf_=1H}zO^Fvcn-Vs`0A%$2YgE$K4GnAUB_`|@
zsdVl^m|F@ZrOm-50Z9r}C`ptX<HvTV+#8f*zq{=?BGDT_0B_rbNXC5uk~1d4K#x<}
z!;QS_Iu@xvuJnORQop2X8Z@%Ls444qjmJw1xI&hodXLr8k=4>*=PP{L1G)yINvxo!
zsM7_amr-ayQ0u07z*InxRD}Yvl@uVKpds<|$-4PQrP$={Z%vO*#M(gLYw#V##7Vvg
zpQub@c?W+;;=A<qG_I+Nrd_9bvQoC)L2Y1(1j3-iixFcMBx2rfO|K#jB5ZwU^OANX
zq0dWq*`G)5+|3h_F(yUrW07f_6E=&)Z+;^(1jfeaIhz{^2Gbsv7l=0<vyg6PVts9#
zU(`9hi6TiNF*|;H+Hoe_A+NaT)^=}k%<{90leeZPBm;AEC-{9Mg8TL&V0)8%8JWb3
z5fc#|uaZc|?!nmR0lw$jK_<{nV)N-@F+YF8z#-L#E@$A`#HKwv_TR9Rxr+%CX_B}9
z04F31T;Vp8d*2_I2%WG&zURJ7T*TOJE+z;_J>&4a%t;=iPCo!RMaw91Bwi#;&iL(%
z0%ki};E-&44#ZzJ1ZH;;Z}NDFgL_4+e))lj$PhNU;IzcVfnsh++?#?RlZmv*JR)Sx
z;o+|icZrFx5$zWqqSLvF114uYKpO$HoyWE9BO>SUIO3DfGfss%^21G}5>%^UB}(ZM
zNmocDB{HHc0lybqy<f|kol$1LRrx4bLoGVm*hO5Z2^C8oOG#CLL#4M=6p{cbP#;MW
z{XF?}>6s-9m{}%t)JZ_*wU7q@9ZEJxQiumc>4HR=lhrP2(JVTInM<0k<e(GGmP$v~
zQ3(W!l+?8qZlQ{1R`ZH62uy$u6s05{gvH8~L`2Pq<KBJ}c;{c?rzGfnl-7Yys5hoP
zsG5yQ4>*S%721_vq@^=Xq&Mc28nrZ!Jyh#0GLJAIpDn%xrs*{7G=$MI(=4en7SIY(
z!M{;hl`hbrOr(+sNd|b>+N2GG)zo*`-)OmszB@-sP5A7%htY1#Z8Z#<9j(LUWAxIh
zrPoTNoT>8ZWz|cSI!w8sNSi8T<swx~^Z_wOQiQ^zE4GxB^&z*I&KXfMb^}*C3YfVo
zr(F3yja4g@wab{Kl`RWQuvaQtnIBu~H>4nxpGtVE@d?g)Uxzh3>*1F#=={^E=`Xgv
zVxZJhS}HW%F+`<xsMBfcnyRS`S(igK4|Ia6louIo#I>e;Km1&BU&K0{@VCV-SJSAq
zU1FIbI&zTqqs!XjSc<oe3vaglPMKFiwvBQbsd}Ne64_EJgN>yq)wvXE$>vQty%wM6
z9(7^5nneVfdW|_z^Q~2fKV)gk9bIMHA$=-HD+x*QPsINKhfjDB<2?s3@`6#LX!_g8
z=8jktKjQSd>PMLxr3*CY%MG-}Vv_rG=szwf>zSu)p$)CHcxTd2+}*IUFxtAEo5NFr
zR7_EyM^#5Ytu+`{AW2<3*=khzfmAA=*hrDs2Ame9T0a6Q{R?2enKp`cCnpHUtIjC$
zN|Gv3O!c&K!Vx;2auF(66=;+fHeEt(P=qYhAxlKn&%%6H_yJeoFNt-UZ5u&+m#_8e
zyq#Xs-f@$sxUyHLIPF5+TB|5Jke3LkeGam=UQ4}8TTOX%kS#mJ88Mg_z6_h&xrraq
zw>S8A%HI@T4f2y**{8Ugn%-H{dApaj23!s5dQDcfrBT<4WV#D%xP_*n6xASxm~+Z)
zNka&2AwSMr48K(SbhL~+Q&#fBY_U$--g(umgr&CIY$<Lin*=2$RAMKNk@QKo6SlVm
zsKfC<zrG!sRE$3un4k(O%GFaUlCcX4C39*KM>p0|Qj#hVwImcR20aICwtW~ie7cHW
z&$Dqrx{4Hw89^dSrpYN_5{YJdJr&E#DF)$DNn}CpV&se7ByMkTM9$N|6i5R*h!;4M
zc!Mwq$hhB+P<UzJWonvpTIXtNeKws)Ps>nOp_ku7Do;^<p_dAoVa1gt2}MW_u?r=j
zwICy_a-W0W5B%TamxlbO%zEad$lRgKeEZ584?J_#3(I<kl{r&a<_$Ma=1yl_E8*6k
zPJyCTSL(&8R$4;Wr?!Gh3y5>q=2K0TOE#@xU5QecIZ~4@Y{}+aw3Vx|Dq2*zlS)#1
z5|EO$p2|`Rh)L*EYoto;_Pc6Kw3QW0Pi@!&pc0o-h-3Jml3WDk9u8@xzTz2a3USAj
zmXO*3THIRI2uczMQBsM303?$W$J{PS_&4##!%xxKqI_M@>pYuJ;SV!&4NVnhj=gtQ
zPdRE@&+@BO<ac#7=oH#2^mp{CK4#J0&{_GOXKJ}kY2#K-h?+WsQtuh~(fDQfTKH=5
zzLS(b7Cdfi;v15e$y#=)s&m414HsKyM&}20?q|}qZdst#IdKTkwN@C?^qm)2Z&cGm
ztvt@W8E&QK+VdRK6-)6f=Yb4YxlQAm{ut@Gj;4;Du}t&oya;2P>nf>TtfpqCr1*T-
zGga2<^e<I1g{M<~s)~_rrEXI)QNVr^9K&{J7Q<^Ou=-leUk$9ACune)iK(i?ho@4g
zsVM8sEb1I;bkxaR6#0^-DnezgXpu2XLXpHy#i!LtqMwFTnmIKSrFwHyE^L|AG?Nmv
z&7(}UE>h*Lchw(U7fML%5MzJ%TlmfKhv6T^kN9Qq&~nDB%^#_%xqZqWb<*p#ZeDjt
z)N1IetLWFK>3X(@R^QG1lXU8Sk5HtmWtScDA8w<|eZM?&mp5u$`_8=4&s@fqSF3ZE
zGwU4Ht~aLzQd26wUexL}T}c!veAX(JuRf{dQzg??<Te}YFLaWxRD1?_*YMTgKaKBm
zx5Yn!!^htZ+~q3G9*30w09A7Szxtb+9_C(E)TueM`8&;3x_2-05!3WtD__$808;AJ
zY*E(!xrf|KC{l--JXF{DN1FUm@gtf%Kjm@B9Er@F`_3BoB=TRFhyMVQ9HXrB2BE0(
z-z)j(Dog(W$^9Cphf4F3RF{5JtP&It9MvS6bnRv_IXg8vmZokMhN5=VpH&iZS!kJ2
z=<vi8PgQ56!~05EGh`tEP5P^D!CuV_aSDU#QxLCKkdt0YI}_5C%u;F60?fc<scTo(
zKugR~2KV;Q$G5}(0KuPuRK5r=;Wy$NQ}NofoVj06)O=B-)HUu+*Okdytv;X1mHI#J
zc`Hk%)3l{?5au0Ohq+p(RM)jWSgqxX`VC82)G8l}PDjh$GyGy|zYM&?;6E!?_=T%{
zFAYJhSDHC*MC2AV9!;jN()BaUVf|N`sJUVK$|SR_7In(TU)NZte^a8;wK~?Gs?v1F
z=<dEPJ_kH=_%QzfgH`y-*C{Ta#eFAP)_FR+lX-<)&!yH<XlFz^f>*0CK~1JRP}(_%
zNq8eqtFK9?t753F6xCF2RAf93`1JA1;rHR^#@~i+L8jy{_&f3PgPOGNb*$F8S#|u|
zOwTy-#+%8y;<QbDol1nU=JM48+HDm+t4XZTX=>HAeMd~BrPZpM)EMjZGL>Dj7#!>#
zuMPT2nIjdGS51v=1nMw}rcN(Vnb?&*MJ)vB605LL>10rvdU<m}q)H6&Jg#cC5|U=&
zw2P*hBOOvIQ8HasVx_XXH7g6Ag`!H3Cer<6N+?29Js1T+ZllZo6`A;df5+brTKJ`?
z)hRp!dsMDx#7dnN{$QuoDYW{H7gDCvYw1_Y+D5srI^LVFJEdxM)Vgk*<y~%_Nm)Zq
z<vaB)yo2JRm*M`4$L|rT{uXs@Q(Ev1y;6lf9oOqLe8EGhy{D%}(_7TdO+Pe*Yvl)C
zMyjeRjY+y%y1g}2bu}7xj{DB(6ddoueFu|ytHm!3`CG(JW?v=p7c%qLDQFz)&WH$E
z<qlQWb=n;_U*?k2jXd2#d3Q^wsn%CarvCuK8=_MQQ)R&7Jqz)};NQcqfnG4_+>`Ll
z<4XK|<VX1zmwAs+=d@}(uc^_s%v#&}qtzU}OH;~=a*a#U^rp0j^#-evL#oi~mGyc}
zew|FcH_xl*Cd{Ujwv>TY`$TH%c6z2vtStzhy_FJaE2Ynwh)yY`H1aXN)YQ{UTI&%q
zZ5q88kg$}kJH;wmaY<m#t@N{KmXS`7rD5SR=A~+!vL*HrRO<*yGXj+;w_tz>=Dr|&
zGI;CZe}#S<_}R~XAJ=mK0ENCT)3H<G-#59c^7U;OGPhF3p;FLlk4)ApHC;LNQ)!iT
zN~G23H2SpC3TmerO+9r2>OC>=3-R=ifs}aY<6aEt-YeI5&B)aJn9X*v%?Z&F%FWS@
zT}fM-RaYx>ZjH?vHl+5dmv#PM)o2+SpwhI;R&^~tm-U+(mo)Jw#&3;389p66JLO*y
z&xm~4@YCS3wCx|m{aUNT8VYVq<r1m~^qmt-9wBLbpG5Uin9{V$og+e`)_In>RC-pO
zQ>JN5vq4Pr2&?cP;}^q+f&M(v^S8xMgs%9};Y&QZtJ1y6wEU&YJm~o5MLR`NplY9}
z`P)~}v`V^4N2#hAuBWNg(#=IRQjq;6b0g(d#NyP|IM&AF^m|u?;oDBRbrq_afo!dH
zbg^AeL0+2NCWO>YpGQ+K6f$JduC`H|DxGybxoHZfm=dkELKjtq)=I=_<X4ogYtmuU
zW{*mVQ-s=SU9~P!(^1(>vo$@Wpsm0jjIr}qhdi2mNbxI?JU*n<X*3_@?>utHCev#A
zy-gc*Iw|IzdWS`0Qq?PKDm0xv6q;|(CaSisrmsz-Lrl8!)f7ynZa3{eiZ6s#ehL0C
zJU;MIj})|T7aVT8khzYdnDlKDqnE!|)M`BMsA*$D)pVDu^>%2rnntu{E32ufb)8<C
zkZMfPxn8>JdbSwxCx}|sgUo#W&YJ%KD(MO3{#Vv{ub6c{TF_BVM?y3{U#`_^s&ri>
z($J|?Osh}RT&1L1X_n)CY^bHzC(U1N@w4H7;!oihR`BCe@!!Kud&8Q}X;1Qlk;b!E
zq}L--YnOjf>XnSN{*kC^j8fI<176X;TIn?|GpXqnHRz+&D5)z_^*ejqX*E@Kv=pak
zX>hb+_y##gCuJ(7Q2ORAh|HvwGuGtQ%$w_~7%Y`6Ra4Q*T%wwRKB8hmWrcFIwFaLR
z!s;g0B1ELAGgXHzGEC}~Ntq^W#mkztdS|AV2wEheNj<Q+gd_<1PUSm|&r(SlkS6hY
z07S*_B7Gulk77tRB4ioFn+$_v*a_p>{t*0BQF1rKmx&$@(s*Uc+{S!Y{bi`p_=l)2
zky_S)r}IZC&}eVdQc}O8>K`;I+oGn_G@6FB8U^W<H5!xD{Z&;|wUi!q<eo}LJafM%
za&PNRKSDg;&3wPhCtTH)(WYp_Ue&1dpVqpQok{4R)4pg{RjaK9H0-#ppi?9B4Hc7-
zGNl!C#+XygQUZ#?)iEdowzDlM?Mo?FX$D%IZjxD<^Da#Km3u;MT^OUJrCBt!BBotP
zuB1$a%~e>HB_5KUAoit+GdojHV5|<xgY!f!X}BdZaRh+}XrHHh?_x;bH>PUNQMv-<
zOs-Ps0LT(yV8{fd5@G~_y~*@9#aF`}f5P{PRGu5xbC!+HwY5C0rgJ;h+BGB8V@^7r
zp{vn1rD_zF57j+QUWRn0^$>-*`&tc4PpC);d>%Z;S#<__ZF_-{0O0IR_aypXkEE&8
zwek@*Qj;=F<OQK@QdEPIfKW<@2LR+-DEd%WNUx=)ub`dl6qQobI-YP$#HM7WT`KHN
zN*0u>a?p~)AT#Q%Ew|f4tdyw>NFag;Al%GM5NtxE&P0wTQUpwIFmDzK+z)dX{AZtO
z8oQJZbU0M1WvF?GBkF9J9cY{@9Z85-0zRlGp|qqrggV;7+i^WeT1X*ajflO$Ab|uc
z>9Oh@adi~xkhc6}D(GJExary&@61OvE?}4~We>(q<MREPz*B$9W-X9LZ?<zF$&<u_
z0m5Kn^PJyln?&N%#X(>_Ajz1X*dpRRW;fyrAtG=iYkENa>Al1YkpzLp-ae6SSpNW!
z(dj=?kS1iEfw?66fG58iJ!7hMM3W<VGAuR*<n-h~zGBCXfzbY=Sj8PPW!LH-YL=Ol
z5!CDNxR#r3B}4$FxTK_Y5STI5^pZL+#GitCzr%ksvB|vCuIYNNu&zeXxxZC+M_OK@
z(j3<5s%n>|rmM|;s`n@vWhz~BDNQX%bt|Sy>53nFeM%B1$fpJBYG2UH0I6&2nQ1+c
z0VlGlh#ESS0PPcQGN%xwlT#*+Y~-S%rcFfo5=mt)O(&xDnU(}45{&slYFSA9B0wbA
ze3tmx@VmusN9N8-=AM7$THaXYZxFdolUMM)`sb<C?=$ks8e*~ia+aB=-F2Eb>NQ4O
zr(40lK8^Y(!UK-HhPE27h+l<u`~^__KGA$Ru|x4dj$~(9);=N?r*hq0POU>r&)WXE
zNvE}{KKJsQN2f<7YZSb%Q$werG!@QiG_^ITeL;t5d56SDjGjOE_O4V%iX6`GI%wV-
zX?0w=$Q0D{nsqBYvCB$LAZtjYrJ<#yd{Z?|K|&JB(NGvm2}3R=uPiHO_!B<}6h1yv
zC*!YA)SvKA`8TVw{VgEz4Tl@%il^u)^lG})cxh8d&H{r^Wy<>Mr0MP}tWzPgOIWoc
zj-&LO48UjLe@B};Cm*4%t*_X`)8gsFHa2BxpI=pknx9jpl}+jCSBlK2l`%6a=ql7H
zDscj(_5x)|QgEYa>gM8gHMqTexwGmMh)=|mBMV&eslAEQO*ENu)~QRVNT*b^850PU
zwWJUjAcydq;+1ZntU2M{rn;J~J5WpYdOC?OBTIIYo%*Ww<M+`>`$#VkgsHX^+poG?
zXgHztb(dxo2q1tY&H)?RJq5?-9}>Jsdy`o4H=iHytm;%=9;cnTrQZ(ITU$|4t5R}W
zwYueUt2Nc{Q&3gZ>I`T~plY(I+B!Gis6&psOHAU_%6`CjY02I;XkHL_ZO+~*awe^y
z^3OeKtgn!{;-aTcsnPl3jk*@=X{spKOH}1kHLvNU)}o%Wk%d)LGgSLU!Aki?KmE|V
z2TM&plWuVDK}GGOE?y;tPgJT}wN{FAIaP9`nZJgfWhJo*G~sKPGFqyX7M0XaPq_UU
z?WDC!rrFF+c$GDF!PQW-rex4l=@o~7R7$4GKwQa59j?r@OqLbdOti;OrhXzV7AJ6R
zfoZ%+gRr;<jLS8IsZBD1x0CYAUz#6jlEcp_4wmXgJFL3<O)&GHDuPxNDch)3BQ;FE
ztq?q_loS;yx_6j;r`v~V>WZBxZ7XV}iiVt~Ew&wygqn`G8F8oS*20kO^<Oe*Ji5a*
z8s@X4=v0bQT4tkH)G0LDWhpQc(qF83mH;C`+`iPXI(kqPNrTcN;}um*sftP^p>t-e
zvSlGEQi%+~ll7KLLcXd7OhTQ&_Yp885~U>)#mdw`0qpKbNC36ftGLPf4IL{ecjg>g
z>S{r$^6Dx>YjuVyo=dBxr!AogW|baQJ842vmAIOA7f`x~(p^?nN$XEeLWEu-3}+L$
zzxEC_y(3ej)M=Ql)9WegXsTOF)YVjPw^K_{%Z3p1545GU<4P%4Lx@tFT0v3?NS-z%
zELsT)zrVE3O{VdHZ#;2xlQA<C78I2vl$4NCP(d!9&ATjL>ab$rfd)S5?64_f6as+-
z!hr#l{{X^p*K*;n9wGSE(0N_22A-*><cc+OYCJ^HHK%#<m4uy1tpQplv!Yk%I-8&s
zr%QId{$Hxn!U9=lxjK=ocA@IcF}hD1{3LuJc*XIp;zqCGUxJKs<J`}o@@AvYdWyN9
zSsD(O&oAkEzJ;OGx|-jWtS;26Q|4VMmZ@81ZmABu^_r)7N&5lLT&<;Zk1y(42DM1l
zcAKcuxldC}_)?Ixm{V%81TCi$mk>b;3rHZ6IQZSq8uy4_4}K%-nm>m6*EaZA?K@h<
z2Ai$&w=ilt2Qccqudbo$I+}O2?G^nxs;^AcsDh{~*p`~FZI!oKP5~?<HvZ?0w5!H8
zLl)SYD(O_4QH7>`W)D?~re$>+sAl@Sv?SAd#Hp)I9MGgLM1`VSB~Fzv2MbEEr|D~D
z>M;7*xYilimoF48F>@uZY^r=nBzBiE0ZIHFN)y{i3m=6{)(zQAZhVE#yy^Ns{wA8{
zT{?%Ab^ibyejmI-=Kfr*()G$u<tHOja}O`QuktrBP}Db1Q>WBwEcGu@O%|i3*3fDc
z?xvSh(rdKZ#%ZcYDfo@}gz*>Ro5mh*@yEqVtuCjYIn`P(>yx4Bqe#*l8V4?D{Hvz7
zL#8(MK&C@_Mun%evR!f4-Dz(+>yEfj8h18wABuWbm8AHG&s>+!`fi8M%U-jgbH6q6
z?=ewnJm}?pMSG6wnolz7^i9!o8mlU(bwxQ_MO#{GDk(JrrxxWsM^CU?_<;CJXW#<2
zz$AP-^?X=W^In^(x$y&Aq4Kp~MvY6)TDH3FE|bh`Y8r1gXx$v7?FTA5qg3g-{*|o!
z-lbbxQAp;O%R^4cnx9vttio~XY!w?pjnyuTWoz+#C{m_oABIh;T>AQ%%b!!)Mi)h0
zEYGN<lDYLsn4}KE$`-Wv+|I<gwAF~E6_sl;u<6w_;#gFf3Rzs~iz{1-c~e1J<)o@$
zQh;JXB3}=F0sJEK{{X^=#Ak}0F8o4j9v}Gm;l7{DPxwjUB|fRi8hbt<KSiQ)<yS7a
z-4?#*@`ITMr?2W7wt=c?S_1Uy?J|M3xr<MCT1JzrX*_)V?-7Xr#z)g~4CXc)0uFfG
z{5a%3V)0kRK11-kl$xb~n!HHoPFLg}SYo=V6jV=h7dUHlJinr|S6JXvRCLa2T8%m%
zs&yq4?3KE(Qj^DJ_^$X&@o(VM#M(~@ylAG;DfzCyl{Bt(qgO8K6*{()Q=#h>`nH=%
zQBA1S>Dp>)lq+;CN}8b4H1iBpQ@c)T4NEVw&gPDNHXDxC;kBDcy4*(`T+CYw!7CR?
ziL@AXB$|3!nRs-mGUd*jMv4Cbg_$yXrmZt)5!z>eq@^N7WZ5%ojOo>7RW$Uo46tO#
zmXu3akP?ukOA2KvN-902o5vmI{{RhqMezBp3GRO64t3;ad7g>=PnMqN4p!HBX})38
zDXN!4Q>bWb)~F~^t5DNcwCyAHbOxfGs;1nhTZwrJK+>#j5qlB|^&9)_E<WSgKNr6p
zem4ATyWyGfeV$67r0|<Tt<X6?O5{xjvzGK~dVN-xm#Ou7*EE-Pol=FG?NNNQrc~6c
zOlMA`LeePcsHrr%T`y0dq3}WAx5NJcj~+7D@@K@Kjv9Z%{{V+{e1*)s&euEF>bgFU
z^Sr^MRB1mY%XBq5^%Z86{-LR9^;)fEH4Q_QbsC52$0;<&s`YoMG_6G^7{oB`nqD=v
zR0yK2q>)ooh|u7Ms~Qre%cz<prjyZAORB7zs!=9n#7m|GPE^DoDJTjg)XtGWYOx6-
zRM|+FxzcG2%D&1(#dbutK$$g0Utp*NI8jhdgP$Il-Z#J?3wr)`7Rkxr?=$}U$dWG*
zHs0|B@184Y9HYvfDEN`e{vY#C^52m8Z=ZR?LFArw4JCoi+@quO4xy)V=QMc;N?T|3
z{*O;bt9dC%OJ6t8kOE+6Q9s$#ECxt~fgPX%4rU@d1c}I~ktU*8SVZ|!=O9g%xl;lr
zpe-U~sfkR<O94PGT*RelQ>94?1V;4>3qlr<LROTl1p<`-pa=>|fGI3)2m~7t@J;U%
zxQ*uaAYwtd2HwCp>9iQXya*9t9il8ru(9GNvAMuDy`u)v@ATYW<B1SptKJ3ddr7i{
zlQ{nXD2##ijZj}82pjJbK+a|a*j{EZ4y%4&x+7x*iINA@0L<JGeiYbEu1tRMGDsh2
z2LKZn#PF{eJB#9OM&{QOYt5qYiMiSI-Z#Xj*bB)9_y*tPnFkmL(hK#AP7mAd7cum}
zBpKU?PjT#aB+g^d91)%gje)TsZ3fdS>@05rOl`s)Z~J@vVsW{#p3+R8&k-1re9r)Z
zZ(%0zd(6b-3}-neJyB>Ew)@OU{Gv0EZNn$f9Qp%o!0$FWw4Jy^Q@i$M!@oBfKnUz@
zIRf|_TfS|-)x3cgk!UfTL>S&;E_)lm5fXmHk9~o>%#moDSdb1tZfs%+gNr~0_M1n0
z`rCvbhmUv9${r-ax7xsvOu)~7Ll6y&UOnw$0&j6*K^x*vaT|ZJ{6B>LJUzhg8-HlO
z;swSCBZNP0x;I`tVUu}?nYf?IV|<^>Aj)7J{{VpMzyKd{Ig89@m@&2DZE{7({KjNQ
z)Fyay?r(#<T$#Qm2{*X!!WlN;8{FR)iA>vb1OjdW{*2A1Vl%nS5H>Lf7`z?i!7=R-
zlWrnl&BgFXRl&TIB;*4F+in-OKeo|6;%(`hT@SLyPqmCs8H-}(Cj!wDbF|1dzYQfx
zAxT*Z3JVHJ=~RL`N=)?vlVN$7-w+TsIJR;vCwrV+4$=n(2{-B^HjH)#2sw?W#F>;W
z!(G{i@6dd7jJh?wL<FJdQ(DMz4y~&6Cat#$2TB8_#Ft7y>G}hKBc%cePZd#Fqtui0
z`f}-1rxxPg(%dM7sC^ALNm8Y-gd!x6;8KKwL0?*MfbZ3NgB!#VVnGu-nb<}+FFuz5
z;x7W`Y$tPRwaoB_?!F%Z8MNut51=ZOSf>tjIO6H+kg6rNktHpq@?2&2lmN0+fK&=?
zC=0i!(lt6%rA|^h5T=9uOoYCG(I9oLY?o4iN$DMBCPYMt7{UFYz4&9WCVh6fo-#UO
zbr))zrPCDos;E*>mg&~C`G62ecHs(bAayt$9$FF9R|uI!>#n{rX47kV#5B?r<F2S7
zv^J8pt;MJ%C_(^IiCG{35=kepjyq>8@^v1J%X+r7T3u^NH3crIKP#stAS<YoC|k_|
z)~Af2r4QN9PnxXV6%8(jM0Gu7$~QFzS?a9SJcf{@n2#xy1P4k?hQd%1s)fM~2V5!R
zpKILRr}GmDp)TqgV?QtnT9Di9I?@Wt7W*uz4-%ymE6WOXw5bSMOr>689d+dtd8?h@
z)XVf5V%E-@dYf_KD1NXB>YJpr!tMh?7UOq#j-trtl5Mq)EH3~M1euFs*0&jy=(QCE
zw9r)0>ILsGp_Zx=-AYi{lBcQPEh(a)0ZMw5qNQ|+Ur-pjidvddl+-fg1%FaJ*3^*V
zf6GBog|>c^*4a{3ViZzDq1QO2C$){nCg-aMBu)Vt^#_92-1=e!T4Hfy?R~h2H@G&L
zlRtA{Ndj>O2c+;=WbHd|zu|BUcCoocVb^!aM5IZ)?HkEE82X~|>1-3j{*Fk3B+1`=
zk&k~sCU}Sv4A1mMihGM>-e&vB#|}lkOhirlz~6IXFBt$7K6|_W0AcsT^xkZ58BO3t
ziTh07f^RY}*!xW57Cykp6U1`^eSyuU*dyLz{{Zwr;mAzI_PzT84gUbJ0~_0fEyu*~
z9$9c4j5(h}139)ywYP(dkpg3btG@XXVmfRuiL{>babX-|1}<QO+#3$rjfvjmk4=df
z1OO)hOj_3<+BYb4Ia^<}ljI}`AjR@X{JTNC#0a(WcnnOK^e3<vfI*zvEKT;hk=p&Q
zdAF%Hn4OGA4re_u3|wPji)8N>xC3N0`#E2WZ^&zuG3jC_y}dyo!Mxsf9;CSLZF^sA
zZ5F&u^J(HaBFA|bF>B;Wn`YZwSUEd`@BaW=z+7Kri(CP*MTaqt)3A=5h>n|>lYQ@K
z;ojTc2?x@4wqO|_VKKyHNw7P~0|#&bxVCe9;&@xnp|r>|6Bq~70B?ynLM0~CX%I#U
z^pGO=Ad{R35yXvv!Jk1khyp}xZ=YSoIlz%UqHF|=0o!TJrp7pw!4@~L?HBxjGA(ZM
zEQ!P4e4D4=3}PZLW7~PP#rqw*#4>wYCJ4ORI-=$cjBRgzB62V$BuOWIraK83%x}Vz
zHkrZuj>pg#ynD&v4ab+82eawVn?%k%Cmr!8y@z=wA`VB;K1=@qk=&>M0A{o={4SS|
zpK=C4xH-3bOyq5}VDa=5lRxBtDgOZ3tqcDE3#H*1gZCf)Qf-Iy9S`>N9wp~!{#o;N
z{{Z&q*Nv}ns@4y+`{c#}wzK$H9B*rhh&K1y4o@2=JD>eo^K?)Arq|>NlNz;L`s7><
zvtuV&oS5`JyWV6@W3dFl&k-MpgZ}DS?~oSoF^ij3`BAiYZ~c20-TY%d+wYe`9L>J0
z444NqlVV4>xDjdLlV~{t*%7wKJ?~?=z>jX<gihE40>&aDCU{d5e)0$)fg8p!3>yG%
zzZ$MDlQH{afNw1Ga9Ct>%f=ke!_)htw_zE{H{cRXLBw2l`eaGSjqC});Tbb=eb4Z<
z!1lDqZV4ms0OosonZUWeI}ROb!_VL27XJVbb?yt1ejDM$%m^`IVsJ*nJ7zo0=YX5U
zV<s_>B1dB<CIm<^#C`svVBhf=@44^x0TX};iwK`w$9=w|+(rSA9y_^kH+?hAxpruj
zjiiY_hJP5CJu`@zyzqVo=H7rA8I1cGi0{Ia6K`4ir#3TV0N(pa7(5vs<Pjom87F9g
zVozb{hdx)fZQOggL!1uQf(YzMG7Ox-^z@z<(~wW3dPRlqKh}6N?SUfki-Jbp@F0O}
z-co7x)yn9jrGBI80ZMJPDG53H+%VgAztp6GBJg0}J{@1f;{n0XH_^InOTMvZIJhKa
z0w#NHCqIX!q}m*HNkd3et62dpwv{bPQOHUYDk|UiWQ_M48uXnnOH)Ty)DuwjpF2*{
zid}WI<OeGZ(;-9<6qL%6l_^P4QbJc3d5y*;trCu(NMI+Ry24WJd&wP1{k3a}Q@u(`
z$x>P^i)74kI_rEh<8ix&?AzenN^h4}OrX7XrL7^M3i90{`sWZr2@O%SrML-6ASvR2
zk_3*E#L=tix?0q9dIY}WR}JbKs#5#u04Y69Ql$L5Q`J363s?iCS4k??mg|nKOLfJ#
zwGvjh7F4w=a<!<HDnt&ec8&Or?gWc~2oq?|dt}Zd8zJAjhNGX_?Zz(Z>+37rFIH4K
z`-gW`WQd4DL?sCT0SE{ZWP!!6ps*q>Gi|39IFkl#i>vP@2((}Dm_CGVBm;B81WoQm
z!S=jQRigPZiS<Q^dx#=n5^ucRTy88!ZWmM?_x0*F+|9uUv4{gP!aMKwwjux~#9B_)
z5hge~tt0r{;7N;uMTLL{=JCQNe0BMJ4dKnZkH={vZ@`OQz+jRLWLtTIBRk%0a}Z1s
z!jWs<f6AThHYV1A8_#$N5M&91kGKTmI~e}}?W~3PABIi6*}PjT!9SVpILCPx0>FA0
z1AyOrOxW#kOnuJAYydL~;{M~chW3I;i|#~yi~eyIz?<$PGBA@K!4Ev2uQ+CVjFLTx
z5ooy?-gc94)MN-VC+&;+k70YnNuD7#HzxU>(<3(#nBLd74o$~kX7PMZ(r3T%zX)#6
z%Z7G;2JVSL%uiz?`@k_K!aJMHi-^dbvH6?&f!+up5%=K|58oZ25-d%?{67LA5-$hd
z_z{9_j>KDI-443l++smnfCO6ouj|-i_w~0ELyk1GxYLVm#HvuVDM(N@f|VsfK!GAb
zn6cZ6MD1b>ZM+c&79Hfzy@{W(C)^o3kVIbBo8ovy>wIlYb7r6!6uO&K`qd==0E*O7
zU3DPz{{V}sN`vT8=>#cCaL6|^BB`e3T~<vcTly7A5Sn`As-}dfn*>z?TxdZeULVo2
zWX~Feo#aMlz>M}XB;MAEyhjC$=k0g~_{PRDgSQAq!C%Wd#R5aird3Te6(+8Qe>Y5|
z%ArNZ!iquZ5>}K!APJb`08f6z5!lWN7dI0i&GJri8h)**X-o4cD;}m*fl5>q(yu?X
zX~3pcBnv49e~xr(x=yAL-npbUhg6~0sp(!_9Zks{Zd3VXm&i(oQBk)*gd8OZ)Pj#;
z7u<G@<j1^PO~zCY$GG;n%-CKxkr89ItCm`?4m-=boi?W05*BFPQKi&SBdDj!btyxz
zQm9f?l&ZxcK=pC0RZ-Q^I9jZwewn~vA@-KpB1Dvhfz$yYg(g8sDg=XcOuFvA^A_Yu
zIU;7>vFKuV_l_7g!4eE+NW>8$E$aY+L|{kvho@*4J6?TH{TL<*z}fjrmMVF>S!+n8
zs;8t{ns%Yb>Q!LFMG0S&+=V{$EEF=5l0sCqEhs{imT)#1oVYt#%Vp)tHJd<zcoH{)
zMdBnAF}w`#$4ccd40(f@9;T?MrgKZt*0d?w+M(sT>jo#}shk1Fmf|PNaG^BPWVoV|
zm3M6~khvp}DMqQRy-c^+2~pJbwKsPXkl-492$Tm11#G3J-l`xFht^3PX}r(liW~DO
zc}9qp0Hl7n)SKM(C(NVM$pBm-#+|ECP`X^CByq2@2jd>$pIUrlPiT_BF#iB(^`7D7
z9R-e0@V}KBqto>!G*rE+tyI*<Tom<MhN9w|{h&hYQnAoVlPyy=ihH<_hPt|!=6@c!
z2bTFxt3cHGYM<n3b+6VfR?+o;gSS;l^3J8oHVWKR4ZPh#`jD4a(_yB<8)M8*R~YAg
zUs%>P*Q>RSMx#)D_L^}HzVeh>ZVFV>N$EpOC(dcb2AE1vl=O7L1tSGntm?X&D4W!^
z8p`BQHkN3cs(shdNluaqn`J9e^3qR1Jt>))DkOu)PpC?a$!1bPN{3}&haXuXMB7mJ
zb|If9jzUC*C$TV0CDQ6ib}j=9+TJ0Kk?0=>xsk;pyO(NKw^K~Wuc0a>eoG!}EL79n
zS+L{Gt)v5&9VwXOwF;#vMMvp@x%Izd1k8Gl^T(C^EUo!oY-OI3uhuj*w0%?iod`~$
z*J3R+Js;9PT#yaZ=}MQ<!)hyWEyNN@0OsI~k#Tr3WL#g5SJ?{5lkiDGWX{>8oi>~m
z0ti9^CQCslFqv}_l#!BIKfz(<J5xm}PBAp1SU{<lDtiybDpSi^f<=K^<*2H}l@%*k
z=zNvT4rsi=MDum2piMz?h3d5=xR#MqWGuDN;B%$qv_nND4iV**Au96`)%;}e7fJYv
zPbvznZ0RZGis!0Ts5BXPR%yDEO&Z2fg()d<!n!I|wzRqAw!+>D>08XW-<WhN(DtWK
zQsWf$6f}wtRHCgtY&zSmEV6u(q<PKtBse;jhL)DppE)WK#JR)88W$cy8B298Q!?Ex
zEe#3i(`ds<QU^-z+D}jcNnr{hzJ|d{8$wanK9DEQ#c(`J2*L4LICdpjCRB-4=9Ahf
zp;~96YUc`JQA;jl#LG!Uu&RWF%qUvr%|aC{{kBsGG`mTJ<8_oXXVB1@(`QN((MW2-
z<xG_>K$>LFnh>J0W)Ug95K>UNYg$(x<mRsxv=0yTnqE}o_NePuq-jm))T%?sI(Cso
zOF*g$WCb#XH&EppO|pSc*3uA^662DPhkPf_9vW5rK08L<v*AB8az?StREgCzx{hw;
zjbE2)wT(Kio|d_q`U<UXf{Fb@PJWWQg0T+iX;llXR#Co{2C7+F`3|Sey4I%hTym+(
zcAIr8ZHh&jcF<6zDJQ8a^Bhut%5h5n04OHW$Edz7{yDsA_|<pA8jl%T<r7`uUoPrg
zwW4YqwWaF1b#|>ysn)SsQD4l@>U!?A`pZ^GrKF|#x<qNHb((a)Q%zA`^;K<0g6wb6
z{J*2w_<be?ODhtm#XW9j)@=qOSh;wisF5JA3|$=(C9a)vCe+QSmo{IeOv-dj6Aa3Q
zDq@eU?M~KXTS;F=sj{i1VX}on1w5scdX%z>W=NJhFH)(iKuqN=ND1trNI*#Jr>Xck
z@k8*{%U=lIKlnr9-+>MD=Z}2-tX0<dOX9shFLL!t`2v=sl$+8iS$AF4b+&b#Ev+kC
zVcklagO~JYQ(nDlvr*M+o~qGwDn|Sl$(*gJ^UpW(uO#TJrAD*P9Lb^bzLKivmc<%1
zE@9Ovw3-7}`)xeqG@`1lqfqN?yr!D!Qd@CAC0^?IaQJcfO7SP*GvZgqPZ>TXbpHSh
z{B7{cgP8vS;Df>e%zUjus(68_(DJ^Ut#Z%)rgfby&3~C_Ih&Xq)Hy(oP}DwWMX5ip
zHM6H_x?^qYz5>wy09>7KNd8WKv;I+jwA03g`jh6)v~{1FYxQ8#en<Q>^`Wj5{{SKK
zGgtFrub2I=M0Q*iSZS}@6ya;dW!EPaNyMgN$i!7aFA!E2OX!t_dgo?Bu=Ge07dBl2
z#DO@>C$go59-T^L8Q7qwH3^z32d7m)nq;PVr<d6@{*jPmgmx69$~}(JCf%n#kNCa#
zOYtY*v&IL!74cJ6<jrrIS>?S8ng*lDdX}}S^7Hy;yefqnS*q9hdzJMuRMV7o4AnON
zkjfCW1vKOBDK0B=t@!fsr%?DU(tZT%H10ur!OaVqoaSvaSsEU$--r~ecbm07dUHn_
z(_F%h3H>Ep&#Y=S^HIw0YUxE!$){BmO;gji=N}YLi{Hvt{{Z2v_>g(T>2$tV{3woQ
z{!)z_&Z+q?D06B3ZThf3^S>$54JVpve394Y@#{8xfB04(0F_<=z3}-?_r+K8(Hh2`
z<MO$0mQdw4E!J~|F14v?$C>GMx;|@ip^jhDC^>IW)Ac<gTG5e9tn22Ly&|MHU0t=T
zr<*ql*$-}Ea(2@YrpGW@(=iM(MLj((9f+Y5<^A<ZkvgP_RMaM7%F!Zp`N)+}uSAKU
z6vxhFwJM(s^}2N8lcm+tsLzm;B3zlkC=5XeQrR-(_KSq6O9@%*r9s4Lp9B61{6F~d
z<0hfWpAvpKY5xEZ{vJ|t7cz4zT<xf8x;~NfyuqT>=_;Y+x+;x&imyw0zfqv6)hj8e
zDjcJzuR3DsG`Fg?cc?V2N6!8#=p3WUo+x;c%KU-NKg)hY<*t3^{R5IY*UC#D%I;Co
zxrb5Hxo?_$gao0V*ZMs*7Oomf5|;jOqyQ2pWbgyP?sfQ-@qd#15%A@D3w-O(wR(*f
zfO(%;XP5L<ROxyqsjt4>R;c<NLoPo>q|~!O!)&`#U#KpZPo!n)s-{~}@d4nEH+(mE
z%i;%t-1k|aY8>0)&a^ZwYQL51D|HTEtEp8LE}+x;O<t*{Xu6B^k5g8#v>MGWf~6%&
zLzK-aBo0zk=@Ry~u9bU7Hg#P_2TfTgWmYLfx;jZUlPRWSQo9mGVfCtoCY5Gv^-1kY
zB3e5^MLUG4BNCY`)~!<)NQtS#&!g<hmYIfHs*=g{zl2%zXSA}1N$iKbOT;=)h#g;*
zc|)FjR;KZfROF38RT^I*bB~B@^Q~_yS1ojOT8&nn${fSYXm?1dQndBywbc~5HCu&L
zN}{TDuO&=4eIM{i<M+bXfoyoruZbUrzxZ~q=RQ-S(7ZH#{VSApst!Wb*FnuRTGq7Y
zo6RjIYu`GyivE{dr&Y4{n)a0KQd(A^G`ih4NbzIiZ^n-qz8!oZ_+94~xhQyJ;Ehg`
zQ^^a``C&AC)Z3aqhpOldCsF1%t7|H1De7qTnx|{&Dcho@uB=53L(G$>(It!j0D+GO
z{u#V%@q=6CKZ?&A>O2JS=99y&V%KzzZl$ZzXq?pf;+s;?G~EZ6m0PXpnzo+BGnBff
ztIQQ>T_PUTDS3VECYHBOsjh0in~23FmF#vgFKV#q*nK34)iV`IvJ>$c)w3|#TtziB
zGbw$WCZ4oa)goM_*3wfYNIkjoRJpPjFrBqRUks`kjD<;-l}u5WhAwjEszkZzT$3-*
zB@=xlz?7M?<$^A>lB5#;VdOqb*L+9ko=ouXmDv?s%g?;q%e<M(w5t^gO-8%T8pRfe
zq_Ck%%~eTD_4U;4l+)8xK0=6Phn(qcUGw7u;P=JPf=?8vd?N9Y-czaOJyVq^`QJ#?
zIWt+Q*EB6pmbD#wnE7&xP^YS{()4XcnN=E(E9%`edXASvT-zvR%8F)-;RA~E?FNy^
zo+<O5m*M9(D__vLH=p^2gOR!KN34C7Ynn$da~*9rEOTy^s5MKa)i!l1Iyx<8hON3S
zI-v#jpG7qjgUW9g&V2dLUL<R^9MR$*IrCpWb1hm5D!GfDIg424opzxrefpIqqgK}I
zE34lMs;Q}{A<BghKB4!B^B!=ku{JMLiQ%=hwUn~31!42mTR}dCaKxw8&-4qSohqeM
zrHWZ{CHhp<Q_ZJZ)TIQT%7deNJ!WM3d9voqO&O50HcI6y)2eFwCQ_3ysCEJq+6zLE
zR7txLZ&26#c6i;Xd>iPW166GDQoI)B?RK}AH0rcyRfy+tQCrSc9Qr8U*AuLMuXc))
znCta=s!{roRu(mix>~C0ntE+18gD%KP4N4{?-jlxd@S(u$IlQdJT35tnsw@pKb?8@
zn^fh^4c=a)MvbXe&^o<$o4UDgL}IsCr_;2$y=zuxvXe=rt$$H88jG~Zp{efw01tjX
z{3ZB*@Rji^;a`j10iO|keenzC9PmrTr#VNJwK{%4sH^37v<7Nwd8(_KbWU&3e^cr;
zbv(mEL!r=XdRC*VwLtE%K>BFgY<P2(Ia`={<C-~dlDS7ntk=1#oH>I><$hYws8E+H
z^{s!HH41GfM$%}TT96#8)O9MlYD#1&X$pDd1t<g6#|=eEAr$*(htT158y<<(_?1Gj
z*<y}baSHraf?Y*s)6zQTB+ZjPZ{a3Z%Su&INPB5iw5ScVsYnRLB*~{<7?n<*vsRx*
zkverml+2l5FY6Fgm8kZN)UjNm_5??4__5?41-vf!gYhGgejYqXf5p!RbSmu^`48d^
zTl6(`dfgtS%Ni!HsZ-R}>3V*Xr)m`%7P()k^6T1-4w<J?>MrRDt!9Rqx`4tgylVKI
z@%Q2~hmz?0Y4IPJJV2oE(u+~kc`lz-YfoyEmS}aB^mZ%hwDxqm8VYt%Sl2IT%($l;
zTh1p=rfp6s3?V4Oc<0~;i~j%(T=`MqkB$77SIAuPOG8hpJE2x;S|+NcX|;6~l(d!1
z*YfVAtLZf~b&k+g8d{2K=bNZy2&iRlQ@q2jdWEl#Cz|*LsQ48B0D(S6T^qXV+`yj~
z>MLujIl`Y&sqrIB=jxi84L+uw$~`K!s*6X{xjL?=O|7SDtCwk#)AVjtKKtt)(4g4r
z>@JFvZfD4!hfxirom+&Wrk4w>r1e}|YALHzB~of;Pn9hys-wb;gJ0_fGMY@jz@pNy
z*|H@g7g7}_P_8qngvoLy%Jg*@f+qG#CKUvOHdQxZ&I>6+0MYdO^l|II3R?dFgF2?8
z@j$J4_vra2MA5uHrO^*Fvr|#7Xj-LyldBc#JiX_$M^<Tc{V=uq{{Ty`(-%QisMIz_
zr%gb`Z!tI6*nz#`W4}z}7?}WZ^Aq8($9i5sd0d;#3iA15Q><N0CZ<%PG+O6S5bvDY
zQnIQVrMB0Yr1bo=rB4t-+~etXovCU1tt(a9Wo0&@M*0%AYH1&Cp@&eYAf?upq>y7W
zPxfFR(ze55dmpyjK{}$IsW?_OiB#e^Jn~e$JknH6nKcyj$_eaBpCi&4RZ>);G_3-6
zXVA=&rDe9kVpMph8Y<;tRdp4srNgPKu<DwSxmbMcK9MwqbX1*`nt3(FKD9PtRWUQC
zEV|OUYL<)Gkq}Pjap{3!-gdbb<JG<v{7q5#ZQvh@-Un3pQ_9@ZuM)>FIZMwK)s9i?
z{ION8=z1=Mg|X#O)IDEIq_w3#sA<$G)HK${sb2HdORA&!nhMV;5$XQ#<GId6Uoc>I
zBPTz2zqO7n5j=T>=@P0Eluk)fQ!x`#0+xaoEkS5gp-DDS1)YvW5oqo8_;nU1B@!#7
z`e{<?Bvm0IZ0RL4>82)ZnVq>4C9mo&DLs;+g@M^xRFXl*xk80U(g-q0GdGLgJ8TIU
zjE*n#hu)xf$SP9l-B6UM*|n(I#7)G<O41}AqN|a?88_P4Fk>=7IGxOXa)3%?iJ7!!
z#9GlCU%liA+$m*gC|}k|866IW?g1Oact-FfB|%BC9(h>sAaueukoYkIK$8+KPQwx`
zB$&0pGdx+<)O5B$$q)gY*kER7BLX+#-KF5nfisCS85_)iK?4R({94tlsDL5>!7xrh
zB18{Zw$qcw(K5$qY6BKM*MGBE`W2JIPHx{HdvnLRC0ph;B*&>9mW!B?oABR=PG(Ol
zcvsC8A>S&iQlwsoL(;I?*HNnlQYf-+qT@8~)KsK5B_W?P=nbjH`=a_lC00$zB!Ckl
za$@=HGGvJ3<}bx(inN^D%rxAgp;RWLM&+lL<#kgIp~`ygUB;4vmX?Bi#;6-pto0HS
zs)rtqpxPD3to;ydrB2pu#t%-33YmxDl~QqRR(E9jDO8kGQ8-JOy%kqE66s~6eR5{0
zV0LA#N$Hz$jY`3GcD`zs6H{3xWfc^+`tv8$AR$XgCE7%?smde(I{_qxEg<%9hTqa5
z%pVS)3VuKQEzx*c%Dm;Lc=p#Zvs=y@?MhqJxlvl@C(?4Y6;%xzI!mu>5AyTWsMq;@
zy+>C?9*eD^Rl0i&Jy%|;pBA&vblQSNH!x_Fm7x70)=?!S*(b<&I-p4@DsiW!CQ2Gu
zAtRZCo$+z@Cq2ZAoq!-)gBI<y+!8j7%wpHMwa4h5AA(_cRbDMyK}sZ5W0i=n#U_cf
z=6cm!xf1D-IHGLT%aTNiQswq((J2b-g()goDmafOmYzh)iL#}HOsklg)e7w_`dNuW
zWrg-ur38?ar7Vz<VBzl{Q+_yp067QYMxVio?p^qW<o^H_4~yKnt!nR6^5&eK9o|;d
zbXIw3=jiIR>i%KYH5$D-xje>!qu16am$eF|>Dr?;e7~kSMpCW|&0i5;6`Hq)ejj*Q
zs(6>E^ACrf6e@vU9&-C^X^b_?2-BG~bc{0FR8+M!tco(K71LKeswMhITy4<5HPgq7
zy43^~D2}P=lLb~CTM7P&upnC`gY<Xc3-pQWzXAyHeZ4or9!&9RzZY~)UC=8N&UMuk
zzo|661oJ1&X_TR=3gp&koW=a0LFOG9?;@VO=-O9W)8xtPIF1pCNZENQ#IV{Qq|Ktk
zCaP^P#3^u$3)f~<Rw_!@EX|cshvCbl!m6f9n5k(VyDFJd)B@_1BW{z3P|`}CkTG0R
zkz!<tts;VHn7O^4+^K;pmrF8Cg_Qb9eU&XT$Z)BKH$Fx2qgdy^4|#^8K+>t(@k2z>
zD;#H+brl*qI{itSfAD&$XQ~v`X|B4q)lgRFR-RTHsVi+vyHW7}0L2dyJVfyinCj}h
zLe_N({ZfVZ=uHJdEYoR<W%Y+?TB1NhOsTh%(zTY$$|yn<=}T=P9@^zk7_}V-TGRDJ
z(R9{O)}{Jas8p`CfTDuKl&&cG$*5&YVep!U!+}dk059q2-yQz|2b|fX=-ip{4a=OO
z-j$|!k>SrRc%!W7nrf+^aXJSx(JG>wnc7C4{Y5vKPg6~)X`IJGpDMFS)HK?$REmJx
zuP4lDwqIvHi?+!vPemsQ+X<^i313s_%~lJFNeNW!6VuLFSfH*%z`7a9Wu|IXNm99m
zQWn2oo3vHCSA<HZomDg1cw!W)iX^P17_A}zDz29$011^;sR!1j0H&0EW>Qj=O%nVs
z;J3uLie3lm6z+1yy;D`7haPgTl{F{dsL<+7LYB8(MKM`LHA!`9d(UJADZ-^V71p`?
zo$&qfdEt+a6m;}V*VFRPI4Lc+Q_DKFOH4lfL8ethhe~<Hr8TW2Gg4BN67X$>EP?@#
z=DZjn-UuS_2p*QV<{~0+FKBD3^!lc%=qjpcYS>p>6?9L#OH#_e%W3vh+lW*gp<z%+
z&5q}9{)l#GZl%nqRI!BPoswnZ^iq%&HCcgQAa+q$l5<*$DgY!VcovO&JGPjv0Hn$b
zHM9;pRCCryLTu)qXVz4e0g^y6-MdIJ{e2asDJ5ko0_sxK08HBCk!y>USjfpwA2Pl*
z_1_1zq|j1P^JaqYi5gTXx*ajr>+34C)l@l7{+n3!8r(%Ij8t{iHr+|{5|p^M+VYh9
z?R<K!@qfj=UWr;>r{a%@x~`t;R>HK}{&ePA>L(k1eAbN}PNee+OR8GBkWi$!N$LtY
z^}mDv007=B^WK%FbEdni(Q-2t<()@MrqtQ3t=H-rbxD1Sikb$)A1vKs6s0H5tTjL>
zvbsej_ZH8T?AOs|7xYPuVY^?oTYV;hG<76WNTQ`&g;x@inbh+=A*!8GB4mXrH4-G!
zD1<B@Pb~IT9kUkNx~;RIs=;ubon1klEAZ1N%}l{gK?YpJ_5`F$n2Cu7T*b}-#pSI%
zq@L~K-^TZiUNZbTcs=mB&5Px>JS*@;%_66hsPug{u8UQuuF<qjUzh0XHQKdmZ_?_I
zqfgg07TIvnGP+e%RElM^)lEZA=pPFH9C%;i?~nc(_;KSuiBujB_+`zSwRI0Q_>ZdU
zI)0Bs%QVdBnyq~U&+59pEnbnQ{PwR&r|B(J>d0qHY3laXsMqO~LH$aX(f$s2OG)s(
z<6k0pwd2Qz+Fy=74RUs&Q>t@cD6ynb>r}e)2&H<SlAlrK?q#NPPI`@+x{6Brv{$09
zP4a19r>R@v##^iNpT&1N_%Grw#1Dxa>+ti*6}}tzIj`z;H5`-3`h^~sr`B@y1vZPO
z>Gf?rL!zzyHjn4EIy&856jZfZif9q2qJ`~SSgECZR;|dLoyKqsYE~hGY%HZyV7P`E
ziDF3F+!Rtwp`*vK8igjNLh0ufPnC`#bqU3SD`^CYpb);&ftIfU#4uX?7NT|$KMbhC
z6*`u6P^k!#gd(DR)k`auf=Hb>sG5N_DVZf@D($K4sQgFrmxf*t{6TZCEBriopQ(6}
z;nyc>`V*Xo;)``O6uOSE`ZP@!RjSo!t2ue&OwrQ$jr#gcHoA?<YLe9jHC076pIoQu
zY4Fvl_=)(J*SU+F^%VHi<Np9M^7fIZKh2!kTAq3FS6tBfeYex5=??Q2y;1u6QPXsU
zRXpCGr>|0~W{EGlib`S}SZ!TP!S8~P7(8zHdhx^JW0Y$-Dx1Tf09dMjotf8lol1+D
zD_o?Z(=|0xa_*T$p=vbMwF}erKbmb-`j(kX(?eRy>XA~aCM#|}6Mi^+WcW2_#ae#}
zs5uJ0o5n6#r{zv>Z=Jbu{b}@R^prfuMMS+9P@vVcT~A7SoqWqzs4b?eoYSl8=ya9p
zv>Jszo{D92YO9;<+NnD`HxAm3tJ#!MVD(cmIr6C|s-;N7=T|1au9lTTlBTYOLl9J{
z5))50pvXZ)xol<ehHAY8#L+57A&AfkRI?ROw98qTM3qhxrc0K66v?uPoKl2@DraCY
zAB)q!NB;oChr(yW)pv|4_^bG8p!kZ@IpdWy{U4JWsO7#_<{JJ{)F@fz7c14LRC89R
zMNiA0$|{Q85{|E#v`S~WqeN>@PNkw$wz_BZy=&)jl4N4gZDTnj2lt`@Amecn1R0Vf
zi6$giz_j~7f$KKo=vTxy!_UG`ho1=l01cin_(kyy{{V<SJ9wPNj67NJf!%+@?NQGU
zs@0%tHT=-^R)x#8N1J(0pHA0NqG&n|FEh1T=DkX){c*~@F>h1ol;3Hi3EBOiHH-Gd
z%tLK!C~)$WoI?=9q))<d`ja7PkPOO98dS<;%=L-sOo?@K(=AhqrX(n8SF2H0`cvyF
zpNh?sA%UGbLKjaZeUcOPrPCy!E4H8zCaff>$Z?`4;8Vuq@NW0VE6?&(AA;!DskwfR
zmcL)Dqvvg5_xZ}Nke{v4v?`q)6dJ7#oy?S~rmZx3+m(r7RTXsfRW$lWzO5t1S;@_#
zYnc0fA`W%~spvfK<8L(br5AwQv(3ILa~~sWI?DB}Kf#R$Ugq6jl`Hv$q&rydtwrJ8
z1zk>&SFE<%PSrVH#*Vt=p{E~Hpd~~cjx_%O3cP0II<FbLJk|AG1CqQ!<jrrye+)I+
z8m$9X<_=ZT^}Q=t<_=S>q}1A_sneItT)c<q5W1Gy31+>w{{Y3PEbpjhV$`D;PAgYM
ziPZY-eRdB;he;HbGVn&0oIZ+jDk>Bw)}~@6%bQ$PCYo&7s2!O}NpG~1Q!G@9iIS(x
z^s}c^N|1pmX{2O{GL#mw6*MR*Dw;}VsY(OtfgG}LYu@pH?Eo9!`)>s8h=>zAX7L@2
zi83#4J$Lc1;_t(!jb1QObC1Ixg0J`s;p2RjqUhE9lJj~KO*_prT9&x>rLNMkprusI
zF{o+Px;-+{S5;qHs;U~N)cbU=Qqj_R3Px=*Zf;;jg`koxnZ8cj{4TP7A%{`c)nWBm
zO+`$EO`V3;szU0h)~w`DRW#Z3>X?t=8B=B>a-;1}F>|C#n=(wwb<99gq)jO^B`D^F
znQB@bYuQl;j4()><KA}llQV*CFl2E32c^ewaT76PVe4^o!i@XKyl*BmZO!Cb({ez$
z%=Z4+0@;#e5GMHJe;;n|cg`g@8v|&+z2pt!(9SRdCInoQZH{C~+6nt@?23+UH@r?P
zP46;HObpL*M8q2sOj{TGMlBKvz4%1XKMt=B{{WWu8z@Z0#2Er{l5+Eq41ayDCUfg!
zFa@}bPSJbZ+`%&wALQe3Zgavj8{Bsr*hhTsZy7N>BK6l^5kAJ*kVx)-hooN|B+f=`
zOcRNKax6wjK88$z5>3GNJD7uVCouxke3*_TNsE3yu_ok30roo%5FRlt?LWZD5qkq^
z?_w-7!X2~j2e$Jw>P?B9!B*@h;0ps7-|hh4&`cs=07PsgU_tFNcD{YMMDgWqck<`J
zXd+?&fqOwQG44k4FZMYi76gD|*BAcr8*SJd0m8W;&fts8fsL&hABC+BZ8LAo#s2aJ
z!`5-a8u#uw*_`zGL3_q`ffmNr79;Jp+$<aP+!2@;Cp#QP$q7-s5(r(%5tujc8H+`;
zwj$$+Pk5ia6Br<fGcy8qxq>)DqrL5$7UnhgmLhB;Gaba7f;PyUD#I*oID%$D^?`Yd
z+S}g-BRR0K9mEsq7@HF(?hNo?TWPoEOj^Q5B0#j6lvtQCb9p20_L(;Xo5beBgMV29
zZf0#al4d4AGc$<cOvY{A)&^jH?|1@#D-8C7%k}#GQW>T}ZG@;As>cy5u!#i0Bzdls
z*)1hfRAogC^{og+rj?}D>h*}Cp=h|`h%PMu0E%G}0-kxm4?<EVNtG!<C~XUHr6;%3
zQD~fzrK+XX0^mqX)nq5;Yab%a)1;_`g{VRrO1c|J>UnU79pI^`(YYT;N?K_?VM$9Y
z^{3|Rsscw-jycmkDJQAdNDZ<IP|_r{%J`nKt?C-pN6go|))Up_u!&0)=~whyOsI?i
zr5~+fDJmocgrOI_!OXS#`?FB5Dv=6Ospy+jwuuBKPO9E(r6;G%P*3kEEu{fnCtd2?
z=V2bg40=hih&vEw5+`FZcsrkC0&XuDi(iH&MDO_v=Qp?BZ9E|on3%oKU=Czhfj9ei
zGI+{U>pGn}mC;!0(x%NhOXucLS(1FPmxB5bNhTZUB;6_s0E|>5Ko|T;kuaFF+6ar>
zn4Ss6@7hm!5saC|?0vXIVeZp(W|yf@RE7N3kxqve8$uq_mbyPBA_CSafpv#mSR}%V
zPzXpJDGKVE=(L)WK1)(vI@ao2MLwp|k<#1+Dc5T0(54WOWOM`*9VP);OL!R>@7zyu
z6M^4oxgcHweF+5TJ*G|Xd*s^jei36d?uDtelsJlin`vrVT7HE>t+#x!DpCVoO9)Cq
zS5liodO%Pm3QCS8K!qtJ6sa<jl9Ch%BoILaf*_OCBp9$fO`4bKobzeld4~jm;|?vQ
zj_|hBl>umvVI8t**Q-?6X05tSL9{fcnibUPc(4_Iw%kva@0cu7r72`w0Sj1K5r`26
zV>vn4eTVS50Gt=Z439xDY<h2;XYDb@X-{Y`vJz<PH0qF$lsLn}vYBM`g*x+f1uvpL
zrSvql1sUnj(=XJmK2`d+RHCf<+e2))RYO+t*K_65z5wY-vX)(e^%8uc)KMSo<CXbd
zFmoa%@ens3i7+>rfdWLCLmAt=dx5bRk}c`$c~Pfo6rN$Jq<yru;cZToFUj)(5|23m
zw53S^r79#U-h$45Jf6}IrfzoFXM|q5>nN91{{ZPuZ5JKl;7{RcF~TPQ0C*D}iM^oB
zlrl30WbjDbdfVF)A|RXCPJ2oh_L4}GY<dx3Mkd+J@PtgA!3GHe)3ymFKKVYl;VLKb
zn@F_I_9o^A<Zpf>F(bY0gKNxM@+8dU=YX3`L5L=E0N!oBWPy2%f`?sa5(jgVdwWHI
z8;Qv?+*kmMO}`uFEG$Q*hD30Weftm~krwnHVQX-w-2VV}JwVJ3(sO7-uDqgMfG~X|
zz`3xr%mX9x5IA!ekR#I9->}bONERd+;aGvWHYADd?}43&neD=eH=Fy(!H-f0a4+5?
zgd#_Ci`<DGfPMb+Jw_}EJ8omNn_S;Hk$8xR0Pv<~0Qb0vJtluJZgGHk4h8lxGk<IC
zx7Zmo2%itLiSxg_u{WQ{-#0PpOhL5Rix~P1$$#=Yl=lAs)Xs%&-|<~9A3iX45J=l$
zyhM+;xR3$*56OS>JCx@?$(;-T01Ktz8H4v9{!;CS^c@fO^ByGUa(|Y5-5c{hyd(br
zs<m5-<_y6iazVDOnG!ufKjh7@36VD6U`_biIo$sM>d%|+ANr@)u0@CZZCB_s@9Ayz
zacCf%#ik<T1l!j)@5YpVB0rj+aEx5qlm7s@_LGJ`i;w>RNK|~`%zEG-c^{c1b^-y5
zm|gN?7Tg2aeWY);<rBHFk}VS#86w|^-w^<t_8z8vkD<Kaf<Q7vo;61U)|bmZHsB%2
zBuI>ZXfXoDH=7bWnL_Yl@_S(3<Ovz<X7gomwl+8&$Qb+x!63|nV}kjcNcO%7u<l95
z-kc%!HkP*!E`;uHa~9kWxQGS>69P@FaHL`ZBkussu>-Ui^*iv;+TL+3w1ut3DiVYx
zOInX$l*)~OFcM}nCyj}&TXB#b)~c!Wh9IxYd1!XI<bWkC(KJh-sD9yh%M%2G4Df*A
zmga2-T#pFW=420R-f|Cn1L+%anW4~i8s?Q$5Zx^j0=nyKTolxxSwtnpCR`;q0i-QN
zP00{1ldNevVNlWZ?>+E9My0ECJmO%Vt%@WdQ?v?C(p)Ym1qmdAc)`|cHP!3utgCvY
z^#TyJl7t+7&AT?;zsO1eJ6?Fba_7&7*$w@87H#|Qx-*f>nqzh@>$RlD9i!7(DOb{D
z^wd=a3<3~^M1Ja^*;i}&jdLia>u#2b5R}l+wkc_BBkOG+Q-q|#l<M47fhIxY1_`uV
zX@O${K9<dodFkNvGi&Zd9j&k#?*<6sLhtb5XX5@__`DErxV}W=*Ahj+I~}-EdtU_h
z+W3egAX)$>*H@f<K+b(H@9TM;v%xozNVuGjdCuZ@nfKui?)@~^JMV2BvUgy6So(Dl
z21jf55o=8F$ueghh}!Y$4XiCWu`|RbU>igU$%8SD<XA|LQV$QRa12Gaxe>kbXxL&%
z;STR6+;^WR4l@w$CIJzV_sydJ0ELG8Bbb}w#O8C1$i8Q62qZ=@cbmunoRcO*K!M)G
zg+0FTZyl!*1W1VyCeS!VhjC~-LAjWZNXZsE03t;2NWqbD+>wYLz+b)7nBh&XPD%Vh
z7dy}QoW}}cK^GmswXX*o#m;6pMECy3x6RrlNx!x)7!hr~4eu5Mg|wdAdK{7HCi_I3
z+!m8==58WC0kyAxQyebdw#Dz>40nP^v`lb=f#L>le7;>~<etVRV&DP}Ab;<q*a5*K
z-gXAU0Uq9_AWV(HF`4wqB0vO*#_&CV0tp;E$O8Buf$edD>Sw-DVBFtr#NYvr_pq3>
z$UHf<;7_5<pQ_fdfpG%+N#RB&*7TAD#sJBjlW4HvefRV@BxCUajfQsN2xi^pe=l6Y
z8;$RX;m*)*3A{}EiTls3reZTUIgvX=i8-IYZ&C*c&e)S^1d$`w*}TEbi3fx__e7_r
zV4O*k42g^oBRRFF07nYa0H1Auxr1RHq-Ntc3u_-^VskJLZGgZ&rtC*^Ila4#cK4Hs
z+k{R0Jo4Z3Z-6HI7$#0Hj9xE{q)d+CB+0Z`PA&m53>h2l3>!tlBwGIfa~K}8C-aLP
z$l%&H5r~{f^cNTs1P|!X2(bOm1>yu=U|YAK5`T2#fRI9`uolm?k9!FoyeX3)_sIfI
z-OcVt<L;(*_7XSP+91e|@i2Bo=ff_ti6u%&3I#x<$_Ox|sU(#2kR$*=DJlAa0zEc*
zUTf5wZ4}kwpID+oN`6~WWw(@(9WaW5k3A{?B!Z=^B%}~Ji9Bk(;~$15c7Z;oY%yXU
za$p-6zT?{W$dG4iaElv=Z<O_6)YH%M^;(Jji}P8hl3`sac_|BNC+ZTil%xQ9a1EtT
zF6(++R?`CeEuOY@4K4owH8Pb1rNow1=Qg1r%94;ILW~kMlateVAd!4xHxP5Rt|UZX
zP-=DhYRc$qDk)VxL^R|fV#oH4nQ2={T22Ph2tuyZbsa@v?MA+`z2u-FF4k1PROmo3
z5|zHU7L>)H9+4tAvo<2&n8$pH8-ac1AnZ>aXO^_u-hO|}uI04UHw#O;^(UD?mYfDt
z=e;79p~6*m(iGqd3Jj=$$7$u?2)SFAk~JMuqf>dY)`#^~AW$+uaDc@pN>KWx1wC&e
z=x`*2utyq#N#Hlel0f2j4Ey@`M=0>O!|qe(y(^e0wfYAaQXFQLjZGbCc7eB9aZE0W
z(o)hMYNab(KvG=_ZN`xD14;_x&fXz-f2??UuU6=Kkn@^rrm}{;q$n|4K<lb$nw`9*
z^#IfDD4!|xskEtJrAqhpS3A>ER+=3nMtZH9Zj>)mt6Owhcqu}QX`-YEb?Uaj=tHO}
zVX&kC)BPnta;|pgEh?(5s=akIx}Kp%N~oyYVU_%uC1O$tQdokwI$U(P_y;N>JbY)!
zmoWjDOb79RX9oWOSc7&fLtVo??e>#CWVKv682wURjhKzkaCA1cujkJVIZK#d)~L1B
zQMspSw5X_BD(euW8m~T;+GL7qb*T?Hj+fNvccm;WB%m%-2<V*h{+s%(R5W_cT6K`~
zZU^Y!RJ2f(^)|IKq$Ld~D3a1$OR5qbaa|&Hy<?npjbEvt@5$0D{{WfkNkA!){x#VS
zH~~%%LIj_r4C=Go&tq$1EMg+$fr%5}jm(OQih4y+OP?_^7cp~YAt$lv7PKN-ii%i~
z*p`qI>>1g~F}Iy2MEa!GOp`5B(1c5tr4HX=2wJ8j0H+VzT8UEvU96i#XiZHERV}8r
zt;JRlYaDU)l~gGy5$0T#52XI`mbieWxB^I&Oxzie2)qJkF@ISyHZn&9nVU}W1G&wk
z5d=Vs`uzd;75MY6_$6n@N=k1E^gk16JaObk`5#dlp0dv`*Jv!$(DOSK^)wo%@@tqX
z-lKZ2m>H?n^hB<XgA|=*Sd(uX#zB#kkWxfCHw5YK-sq8z6ag6sNJ@t^C=weT5@T$%
zj+7EXq+=sQ1*I7xjWFW>?)|#sIriy!?kn!|{GHHeM%AuO)%7I`keN_pFBHq?eN167
z3-!GX0g)+UE3-e%Jv$5?DatJLgjf*h_Ej1-FJG>nMKaHp3j%2K*-O|0z1+VR$d{JQ
z16daS7|LXsZF9lEy|=M&fu>i;WFxWnOe$*c4Bn{9&4t<LMe46HxNLUQRu(D=Xm2`M
z&nXS%!tUz-be1}7EohjU4`fI*{#$8gjjBM|&OENeeX|Z0vS#M00b|f5F5)fW_N%pD
z%#uh3{7X+<*!*w5Pib#&L@GV~++enTrITGcqhzV$v*b6!QX}wq4i>az7Eo!%dScZG
zg9Guk-rm98;k72{4SMUKmizCqBRn!^-Xrv9$txPX0XG+S?~2Jys_u?-mF`Isf=;ZJ
z{UqAP7IzuaHa^zi%=tzLg<L{xDDzs6H+jIHD3pI^koY<u@I+&X#I+lZxpA!?)8`!x
zFh6UpI<%DtjQ{Z&G}7WwV1fEL_Q>na8%C=sj9kxC_cTIC&_)Y;S^0dhGWd;x6|TfT
zsO8HCv&xlP;a>vJn;y%t&AvZ<6DsjYhW_*V_(0+<eNKre>H*-h5qNxJLzL?J3_paB
zTL@1b0D<F#R32k0PfLKd@}3Q{EyB8ROenmAJRo7c9>CpTEv|0|$}g7;dF#TZ*d}l(
zANqU6Eb;Pc)j;4ZtTym&;`LqH^2y6pBipJrR6t)9?%S;MmFuiixrxKOLfRx}gOM4l
zu)!zQszce;xbbtw;+7bOu+1D*t@TsvX7G~k#)RXh_??nxrl{HDWVvYDInk4Dxo%r9
zhOQcqU7xd%EWA=j0$p44KY|afa2PW#mCR_7$e{g?{k_bp%xfA<V#kbhs!pirq5&r}
zZ}2*SAmQd!{zkoEUCkEbdD2;3Vvcc?&W2lWoe-lettzSu+Hhu$4zs4IzrkJVq!xpb
z<m~(HebRQx_8-}!4vlLT4fEjZE^Z#~C%E3+7<6QB<4N0L;7J}~D%SQWt|CW}TVd<8
z@fr8&xH^w@@~yE`6Zv~-=-C#<XJ`SO;eZ?d)NQP>#Bzrj2}at!bBGrNXuIZ8Erfrz
z37-)h%iNru<~4TsmQ7K<XuMXR`3(5%xsddAImjrp;wdK5^3p1_@*sI7^B{ikVDwor
zqxiOJ9WtObV<WY?quMiLUPTvauHxv-rn9+h)PP(o?@OA@eE`ngdk45CU#Pj_hQ1xj
zyHq?Zk_-2fw>Ttru>=~u3v{e`*RXkV76r1Km$VFw(sNhuu&_151kycdMh67noIGqu
z$9Q9jIoQ|ly~4`AY+fe~4R&+>N2ayBj^2NJeyj4j``R(O^Xln;WYijsN<}AaguVGA
zbcw(T*}7Ai#`e`y;@1xs+*w1)YcYv$Qy7^eIXCxGBn<bz+st1+*zfN_8E^K4yY}iJ
zaoGC=E{;-{M)x2Dv0k{|NmRBFbAMzrs9wDzjRgaHXx%=mUtj&fdOov5x;4<<<2T#q
ztv$M|lwVhMG93L|0F=pRirHZmG3ngaa_RlfIuIB^iZ+GicndxhlKl#;mVF)v_Iz<-
zX>w0US!AXw4HG7fM{`xgCl>_Tu<*P6qtTv1nrM;nieeQ1i3K{#253maRDTXT3^xYE
z$Zg4aHcXutAx@$U^3LP+8ez0xv7q{AAaoTzXc2o0EsCy0yRRX^<Sqc6^r)Bla!a1G
zJ95|0=1!vB=H-OS$916dE%(QrZ5sVs?NL4>;|Av86%F+Rme^5h`#o___tr%awKk-5
zeZS~{Y_orPz$`IZLvBP?^{khkBn5Lh%&4?AL0RtnKiR7^ZHJ!F(kUV(S2Zs=QQg@s
zW2c|$Xj?@HIxa-ea@HeJQ3#UcarV)`-T+U^wX*qH#Jf;SoynF(nd8W~QL{GNs(@XI
z<PoCCLy~mgTiGLNHYzv}$}eZ)(OoZK;?--{&{(T?OEOYAV{p6n`fOaI33(y;>($F;
z$@;3}r5>>nwS+pA>9joq0zvVWw=NE}D3(dOQvyUR;rE>WgjYn7BX`69BSYpb9{2k_
z!;d8$|1A9^lQ2~Y_(^f=r{m;MIAd&U^qp&N?=DhKV0P`wTx+G7!2o6QW1Y#~8WKY=
zi2m{YN-Qy13O5~4;pG*4Q1MaAXvAwCT2mF?;y1gMTIri^ar83QnUP!S(mXVFGO_2@
zp?C4gq#sN<w`(coO<-<VP;|}o%*e_8Avq`CIV{&5c=OS1hU6CZrKll$Sklj6&~qXw
z)>vEpZEVg#|G)G?&gdBRQV_0-|4L7J-4z{{cdk<BRq1Ri`A(=?VN+IIXZ_wfp;x-d
zCJlojOVcB$zuf0pdGw_$N!`Ek;AUS&6#i0Wlio5nING#v4%;ct-96Itc>X~}3}j{*
zIWM~liSu-{DMHQTtnQl?<4(kt<4I>0K#msZmD_$>B53wk1jyw5y~Tqc&ltZ*jc^33
zI7;^f3vnwJtW<d1wU95(&ZzcfNx~pmk5^JmX;9j3{0(ly-q4UB!sDujyrkLtooLd%
zQg#=}5+Px2=j>y(0}&d@$AsN_LVc`d9Lppu`pQ6jgPzfL-SH)Ky(Bs{JmlkOXAiR6
z8yb-zy|NV?#ouzJ0jcy~e949K51I{{lx%r_R1YvDz`S%tFKSokS98E;-)2>XXJsdE
zD4F$@ohgu5FIsr)U-LOYi}<607856wX-)0y_SSZXZLWsJv>dUcRrX5gUoasJ9B}{T
zV+=LzYJcJN$J#)f?uJ11Ub}81rwws?%lVditpQmag4ob#cUoRETaO7TBz+^8&g3%4
zJ@@Kt6fG2njfG$MtuX#arup`Y<C2VrwCNsQz7mSDJ?y>CEE_3Xe?)Me>;3xS5~JEG
z_B1bA^Ju8hQ^U3_|H}5zU*mVAUo(hReeoOZr2*xD|83VoUjdL#%5Trwf@GHuQV-Ms
z0~jgRYK$@5eAWnMqNYk12}h0=x~GB=QeKaVcz)aZCm&Fd$r7tX(>!35Vj-HfIw(`5
zA(VwV3+QUjlxU*c&-U$4LQM__PaI?1qbmh3)hAWnUrH_aa~t~`EKwWb;Sz2$J<*j#
z<EDAzvjh~5fI0aKotEuX15DVVuFVOB4eyr;^^dHa+JAES2<O!B_0k`rWR4gG0u98E
z8UbFj;f!*JN!^u!1`l_zbo91c#h>1Ju@W27Yc1N}VJjL<@h|{kJGZKiZ^PaKbcJiY
zGEn-*-Zf^oc)qxzC?owy?H7j>zlXofj{nUJ8$C*1sRtgxA)>E!s0W0mMn5;f@`Gio
zo`7=9<W2bzb9~^URHK0nah5dTdYsXMRe@eWwe(BT92J~3Fj%w1L`gbF82*(6BxOz%
z4wWGXmKG*5y%%Qu)C_hM{@FMblhSxUT106id4Q3t<DcaLV{y>Z;~6CdGg1J&34h$8
zDRio&F2)4Mft;4zm52lQHd^3o30~@!8z)?5=6E?Z?TT9SdUQ=h+Sk_Sj4?ykH5o_S
zs+78G)ah&4x<A6{Cf2?%(i+G5?M1jg7ijuK{P^_Ei4d1Cj|qR;tK7n*j6yqv2?)e*
zEhnd1b^Wk|SrEyLG%`)eO{nq|*a2E~NKXTeu^@OXi-bcJl6fjC8<Ic<&!D02eBcnT
zCi7h*DH`{j&OUJc5mU!#79q=e^uZ_R>IB6Hj{H0l=Dn$m(~7pHYbmrAns(c?MyU`;
z)poX_luv@*#js$J!z5bpwLhVe>YDBR!@wK$qWlv~`AF9XYX*z1E9KJJVCCTGonu)q
z@p6o<^iN0d441L;sM$NDLE~<c-1~fPI(5|ZXHO3IQ<JAKrhGzjpxXSZY{1%dL7=U*
z5{TA34+z1-6U80jLf{8WR9dfB*bdiSJki!(9Iyft$ziL6M2dnBB8hy`=ByA}Joc5L
zAw?!*Wf#j??YbZH{ADR=u#_>}1VanosH5~6qO3r89^{KwObLJeuj-#Z>(su8Db&<2
z|6B7@Nk5%2(-<78%35d<bQ5VN7$&xJ)nAxI{6<VAy2C64!4#7`W1A^NyY(_=r9E9_
zjs54mj^%>mT(R&XhOVHJkk-`B{%RUe#RC-MXQ~k};zG#)w2BUh8T5Ornqy+5g$#|W
zu_jGfu+}ZP5ik0vccV5sfCxKeJqCttMe?;Sk~kl8sO*Kv^Dfs@+!YyaB`^xzj5x;Q
z5j7@OT?%((){Wq)+br(H76-Jo*s&gvTp9y_W8E-`a@|GLM1vy3I8X-8q)1)sSPX+?
zo@>F_^XWfNY=D4&FxyIag6nkO-Q(Fxq|-?y_`v*WUu7rW625+ysjs`69U7pVP1EB#
zke_O@cZbKtr<aFeyVp?U^&dVyhwk6C4MH?#V<kKV+ojHi8K_%#6=#}Ovz774rjEyw
z%4VQtS&bRBiJ-00C;LZQvr9Q*Gr=QQ^zZpUkJeReu-(fNR3^{nH9pv6<I!9;l+Lyl
zPD`qbhXwcpb;a#d<YWL-%M%cq=kedMBSgJ#$Ql|18#DP`$Tq2!d^k`wX1T1JRkAdF
z>eEnq6fqFKAuOqvLP?$Ft2D26mNQ(+Jyl{*7>qGdqkAD^+MoLXQyZlfZ7GZYn#W~d
zLQBI(-o!|Hhce0!(~C&E+WD0GJ-H{0q5-}+!zXV=M(@`<)%CcetBq-_#pq_Rg_38y
z#|@a$j?yw@&;(E8TPEAUGTEbfWmx#0f_G<bHwM204al>s!IRAEm<=<8G5(wtzV%ra
zTi<NlPo+c8ce5&lKKr87pSW0MvN)0&D#z?0D3O~Rl=efvT&?OfyC9oQIjw+}B2IR^
z6q{*Kn{`r|_N6C#pAZJrrxy=CxkXVOv>oUM8F^@jX1M_r&a@{8G0$jWr+j#fA|IdC
zY?%79K{Z7AmK>+Jjb1B3o}SEl8{HD44Q>H+vd^Uu^pq_B@%CieAj0H5XsZy+AQ{1&
z6VtVViC^(eD++gt7+XItq<kT<St#^=J&)Q;ABu__xH=o#E%>HZws5JY=rQ?w#uIjp
zF2-j3G;tV6I-U&{3u|HVwX4??r3Jv@eA%jWcfT~N2Gq>11X}_<ei(t&3Ls2|>KVFK
z?}hk3^=kro0q)=~!=n6-Ps|d}A5!;%%ACV8$b5YwSmd)7kM6*7UPS!XXE4mC7`wf>
z+nlZorN~AoR+VGX-q2U}+AMP|2nLcmQW_-8Oh%Edpz(2GH9diTpMt2X&+u94<X+S2
zqbkqBjHW$3PV+^HD@#-bB7t1Uw^NIzsT7{5_)htiv42_h`iKc2!S=}LKeC6346U-c
zwAS|4cgY758N~(HNphYiLmalaFDkYh&=RfQtV*BzPT4<@7~030A-p#szg``tlA#5Y
zHW<Nh)d{B8Xnc_G<6GT);sjzJ(*}mf?759dq@{3BgqWRu<IQ=-{tC(+yZ>n5KQf*U
z5{dmKB533hn`+3+R#4DkH&qf;X~QX`=H2?@5S!^B74Yz<KzJuM&E^DHJx6*k?%Qx-
zY91=@_!5Brll&l_1Z`Id22*_ynHfw<0Ixyq%-$n-$sXD_^d_1O_8_nRNJq7;;qX27
zZxk-L-Zsw(C-)n4lopbwxxrwEAG8#!tPVkJ$c1F*-C>l!0NaCiRGuVUJbNbP#Sv;k
zDPt|4gk%l6_ZnxyAFRC&FX!$|zy#Cc|D<)$%WGfAFgr?N9DSniVdsB4mU+&oE=sl}
z@J@ma!R+r5<l-)H6L7YrG!&l5F!DO|^NRQ9Yv`I8b8Xh}PQBS9!mfy=vMGvsHq71%
z6OER;Y^;|i3n#UHCGH-Tru8&<(N}|N;diXQ*H=#R{vVD7i)ZO>>tizhzP-+qaCvZG
zG12vXqIg<&386FjV6-7HM$-HBl#(8b%h_?(OU`Th-OLHV*Tm;(4-`V2$&Kv0vdmyZ
zT;zRz8{c><%-+-^j+=)B0+;TZ^0e`e+^(`Xy7^YIOtO1Tp{B)r(fR}}l;*McgraRj
z+*exb;Ab__;#*l|q1OZE*7qo$FKE$i5@n*QM7Y977H<T$DI}iINF$UUjum)RxVTSb
zi5mrOx3iC|+Cva4!i8mYs2XUs5ZHJC^w@${9nCi{IZTnsYQxl*Ag&o=FuEM4L1nw*
zoR06DtF35+tVbK6BA_*ndeXDi)?QnO-*BQ2qTD;p)KE@WZXEU*?N#Q-ksS<}>OA7z
zD&#}?8);VCV52k;k=f^1pyuWb8v+0T##+I@iGDh46AhRYhJ6OF`_O@=WUt>7(6Voo
z(~Ya`G4Fp`%h9p^5%SJ9mQ5AR&qgoi#1Z7Pw(1iyg+VFV0iad-=$z<Gkt;qQsunfJ
zAS+h<;nqG;XhP;S+7Re4oNf+g62_ZAbKfW2{Kh<GRW2?V5k30+xVz+Yx4E(L`H?Ut
z%J{gl`8zZg49Nt;EyMvdnu0%SVzWQ6a-)1U=0@ww=So1@-=W%>D^{csFhc-ux~?v>
zOMDDXq)w#xnMg&b<;r{-9NPMEbcr7}Tijb0FeKi3<QLG;ZHD$HhLnuUuFJ7b+CT{S
zKLm!Ipyw?$a)#>y;c1!Uinzz9#((I(re;d2wMQCO@z?J|2Y0v`k3=$vPN?4oqMmYH
zqhnpGNCN)8ein)k<;@fIM&g5cO<02Zs!vSZG{o9Q+}-oA5M^0o@BLiVCpzO4$GlLF
z{OrB$5AM7z?<<geJHRUS6SLR;H@WO;D<gDn6WU1IohBYzl~@hkK(Yv(;%mP9R8LN=
zwsS$fUU$fNu9?&!>mbO{6YH;r#Z4VJa_Z{R0uK|*Z_-vC${zes+&-1&f&CzZ)jBtf
zBr--^8g4Gxuc?QM$B2iC<em5CW1}rL4*S3y*H!^bWi_}h;<-B?!26_y-p&UAw%?AW
zOaK-A;{2|lwD|A1^xNtz@n1Z*a3tXD0tNeVG6Hf|I0H>|p~j#?Lf#TBI+nJFVlzq~
zP2SZ*_1vXl!QH@$xM}l5t8y#rt*}-n?M%d`x^j=`Nz7{=&f<eI=>A90ekBC6-Yuh9
zzkbDlBwQ&s)SA}MdOOY2dlRFJ*Y%>S{#LEFjM|%`=cn3iAuA=eX4|`JZo~PBwEJDa
zLKMXpQDIkvik^wRVM5`nG_7QTS(b;B1Gl31)21C#yHlCb>!ar8`56;DiFH=IAQZe4
zb~vx>^SomwEsFOT2EV~XQ^SJnFg~s;2WT72(Hi-Y&d?a9GHPx$LNu%OrO2fM{!$fp
z*d{)|U3{)zF9XLGIz4NQFk9CT%CkeQCwp@@)J*-v1rx!gPv^uY%ExwRXS{<ueGBU5
zy!laIdf3h$PnOD`C6AP{o;kmJR2X(qaw1iEIQgj3d<Ki~f~Mt1*E9u-2lN_EZ<(ig
zg(nxI@xioUn<5{t;NvR8<HkObPn*}p(HgkW`;i8y{U)n`JSh^Fu;8!lwOzeI-eR>K
z4i?0-E&{y#PGacVpfnt?Ff^I~ylIw{ZjfTRb9u5qwAxUMCQ*icVUZ`lc~k@S(?`3G
zsw^!|3cK%ruwEbZ4v&%xkW-eWC7P+tF|X9B<`N+0gdf`6tEv67$u9WWkBlFzcWQ>3
z9<tivKtm|kg}0UW>i+22Ib0gC6tgKe6uJkcZWT%BIgFrL-*?})0I0{EVmI`F!oOu@
z(slrVC}|eE&Vrw1c2=vV9Y=UVfw-l4Q&q*2{8X3=v&x-mC4qvjh%4?g)<s5H+kl+N
zlGVId&=0{U56ULStb6sB56j?)|H$s{9AAEHAUV6BwvqvFWp63JQE@=Bg*(;cqv^Y<
zYRfKlLoZgS2B}^<tgkkv`N8BKoKG4}70*AI3i?z9Q&a62RemJ8?PIZx4%`3y+_R9O
zxF3)D>Hp6@q<o%zr`BTT5_}+58tJl`LCR<zD0Qvfm<Zb#X{|j^&#zsq^!i|3=bBcS
z*jbpg1waFCR^(=vAOO{zV)Q5Nh<2p7)8~E4oL_fHt4zNXk;v%T^NIMChSIVEC(_Rb
zGadb?JTdlVanCo0gWTm76*eMyvlfrXgO&StX2(2nfS@;=W+7eH-m})Ms$H9NXx1~0
z52uwZeb%YFR%05szl{*b3qL=bw=&9kY%A>J(CIdAhe5>RR)CH{>!ubCg<-G~MG3bi
z0js_=KOJZFOuQ>?4u4Y62nStpQ)&(~I#tu+IJHvu(4(fN)BFaUK+nM#8xu?aY_+v<
zkQgO4*kiO`UPeudT-k`S=`GGTF%b$WtL<ozKY?V<HEKEPAw7quZBAS2)0BV882L6J
zl+%whX1B*}BmWKkNFRcg{L<{&4IQ9;`Q==s`Cjjju>t*OZ*~7qdVM({lDI?{>UY30
z>GZ(X)9LnEhxy>6<R1sbom{#5;$E1BWOMx1Hb!<=z`k)_miCQ~=}fTlu2RO+nd3aU
z`zFdQL{_{4_%N$icX+{9=CKU>B3Q`cY0efv-kYKZRq=TfVr^+L>BMJdVuyMA_zOYm
z7N2zm2#%Nrp`b#10RzMFe^}9Mme!Vzq9e5q1wpd4x@fUHDQ5UHeutT!pO8&B(P_wy
z1EfVm5rW_j>rqK}I4(FDbAg&Y&or06%l;+$=(@ZN^oz-bNlWIf?`QU$CVq`@-I_6G
z-8%|`!$Vyc99=&cRBrpdJXzlVo67h&Cxzu6r2u=eF&X&)(>;awINm;%=!GT`Z(^wc
zK&`>}p3M0s#ahwVA%;^Hl{=wb)Z=3lw>A5EsdY2d{IXbN{=Ev}v106{eW}#fR5~}X
z%zu!=0n`$CQbgyZ`#h>oB<f8Zi>oA+tLs3DG$l>xQPXdhvZ3U+h_ctJ`Q2~2HHKqd
z)m}<@vwV`2;C<H8M@fF7;ZODF?FKb7WA%o~CQ0TP^6Sn&g_c-eyJZ&n0?y1^?ON}D
zpE_&#I<$Yyl)laQeD4X>0h7n6K%yk2M*AA~zE;zCrA)st!=c+v0nD?RY56^GP6n>=
zft7i+!TN2kHo+oprk@^d$@EK+<?((m_^DdzD3(C!Z@Q^lZ*#`6FZzTQ{cFblc#&L1
z=Omc2FfjJ!PhjLeC)ADl`sUqZ5rL@!fdn22@kR+X|5rYO#<$~pz8tkLx86#o6pwf=
zZ1Ng(mx=#db8{ONI;-XC9S#4_@szO*#YauNgTs5S3JQvE&FK>}qyI)NtH~vqx-C9E
zl-3BLZ+f&BO?OX`%!!|>XUc;rEbFe2@9n5Dn!y8wuCcye6xU6}x%idI^La0j{e7Pj
z9SsOiz3~;`=C-BrBcbJkblosDHLbPsy?^d5;h{qT%Rn3NhVsoD+t>loJPi1WX+ka1
z#PTMd^}QD8@vZ6}q-Z_J$cv!7)PV{}DxPJdqmP`=!x?B7kkc^JTZ7{WTLcOOKyMM{
z!FH`Q_vai{h(3>kZx`A>=hBqVol2+*yC1<P`OOkW&bJgx_mJ#{1w+ToTX9BzWlY`<
zcR)3Ile;F^(O3C50rFb+mLXF@ELoGGF&Q&2|KOKO^qg0)SZza?Usn@FO=j*C&9)Ey
zTO^jo!jQc~kZqV0tV-cvawIr$VM@L5Pt~C5FRv4&VSCYnZmMF3qz;E9rB*6-_m1DH
zR47R%C>f(tkg1u<vs?11nPPl+Aj0)9K>t7`fAUUFvk2FxFH_WiO`rL$jX_=P+?-a-
zkRR;>6-YS37o==RqC9u|mp+d6QX1}Lewy@@AEa-AMfmi$-i8^LXw31}v!(LxZ##Vn
z!!|#xhhC#+@rwj-MApB1_i{vd5?nWaa3{I-Nm5W>zWW--lPZ!zWD<WG`6GmxcZvUz
zu!7t5T?P4F;rZr;Y)j6pe&HSshAx#g!>>1Phwt5i6)%c}sqDXAR-eAxkujgbYetL9
zQCN6A6oUmR@J~Nb>-ooHyDCWcb?-+pNdU1CRiU7i)1&uA&A*g}T_IJW=O9o8I&{OV
zPT#}D)Zpos$Il5V1%W^pigd$Ms=eko8L7DbJJ}VpEnMn)LQls@0=oC5t!#Lg9Mdg(
zihN<PxZp6wiIad$wLd_=ylNVM%-6?-Dx^*33b^+E`yN3Be+8lur{Jz&z0KS9N`z9l
ze@0q2Jsz9R6WaXir%uhJpEd(|0Y!{InLG7lMUfW9&Ip=lQy7U&<kBwNxc{go7Lo^G
zwZid(#Db9kK&%!ySkflhNoNEpOH6;B+y4_sxMQB}5DOP#PR@OAMGl5SI!Ty$_J*AJ
zKKYJ2yvD0D`|?CfspkWW!C!I_tu1``Oh_x<yh-;JqzYccBE%b?!@>@}BVr$%h-Q@C
zk>Kqw3Kn7z%;sffqV8IH$V<K?O?{Cs9btGceVHA*$jFftd<6o4d4jvOGWWxby>3@D
zGd#LPSrLsUZrhK=(-6%xw+m~r&=%6JOKOC1+43*U?6DVsT-{N~*50^^12U5wU9(NW
zjeL>p7#!NqwI8KI!+xUF*LAUv+I#cnPt?F|y2bAYB{m4n!`_u$uY%=r)3D(2kEpI}
z5SRmGXK&V}ugo^(dRr7JJlCi<>zQq9sZZdfHY)XYl)H^=A%h@4nxgLOrV7++epLeS
z^4%jDsp-f&1Sq0yo5^<NUA`(}^RchwC8_!QO7<3@9O^|N`S{e1p1#G;-us`p4=5kK
z5Dd}CF!@Rus?F__diQG)qn6+ee!=lwS1k?}?y6`P<9LNP%?c~L|7cG5pNV{Tq3pX#
zP)bexiY>VDJzLQDQ&CjAw$ReqDaV+DS&vJMVX1mTfb(U>y2gdfyG;$^4sw!5&FpEc
zKo^miee2>o=N0W*<2mPu^XW4!Qr$$W^(Iq~F}D9lc9`>A<K0$FTmAu~ioqeSsA78j
z!KWpVa*M+cyRTS>Of{d{_)}?N^0s|RO{x3|7y6=-|H#%+3V$>Z_s_dx_H7ytq}U~0
zO&LOG$5J}}BMW|gGoKlh&#yV)kK{=y+d%ygxGRsjFvG^+7JC1^(Mknnd|y~J74hHl
ze?|RcY;5pv$lfV2dPwFAG+hT@`}q9b3~Z~v+`1**L|nAZ);zdhIgZJ_se)XF%$^?`
zu#pX6MadDdWoYqwt8iCq-YP1v(Fq_G{OYDp&8q^kS8`znH<Tw|;5R2%4&p1{)#JJ7
zEg;>H-$k;EaQHw0<QHG_T_7aKU&UF8SP912{zt||fcdYb+7uzlAqV_yQ@ifyg3Kr8
z4(5WH>P2?*f$WtwZ~2hbuTpvWSfQckHq5cCEE^O|Z6jK*P*!MuR~P?y`8#LJ!diFE
zb%z!vshdA2jisYNema%a(~H@eM}~}EblPrgD$p%Rf11h6S8c6)h1Sm14Au9mwa~fV
zCHpiI$o>bK)PI0PcB#?=_*KF+$;K94ik$`uM0^?MzK(%-jq?{4LvC_TQolUu<e7=m
zzZ&?X5>F{%P&F3&PjFdA_$b!rj(6(7gksz>FX!5V-N1NdOZSHXlDb)~uf6?G#B;Z&
z?7ta0ag%>yQVJx+eMsjE<u9&;eUzt6$0CE)kF1>bxVtOTG`!)Pywrbmc}~aM-6qI5
z$d(4|_R@(g5k;j;$trH~oVpPkzJ_hjHGhKyx!346KsO^;$QFv?o_apqJypvP@E4hK
zp<8>=w(vGo>0+=!cw>fQKiU4>AHzkmv74z>HJZh`<Y67EJTR`;25Ww2*B1Tl!gC$@
zUlp6XeiZq=FqAeI6pdJ;Vdn%jf9*=W*iZeq@*kPn_miH?VUE*Fl~+-38aZ!%@=P70
zDasZ!^ILh=az?*F|A#l7JmO;f!2jm_E7zE~i#-vw$tor-ID^hd#{oYQ4VCexi@4-N
zQl(#1;V4-V<lIn*b-DOqC@mF~(Z8B<x*My1y+B5Nk{=(z4r)KniZsJADX5+4#pBb*
z$dweaasJUbmHjqhis3F!vnrAsM4C*Mh4%8o_-TNfzNQNFbApeHZrqcYsJ4``$se%^
zDtm!gI}$I_L*aE!FLkQI$&c~z;UatgsJJ%98C@r1JI<HI<9kZozXVh``%-dvne~VK
z>@Vob8GQIp-&*>udS+43+<8jsuU;0hQ2xxgHJroF|MUT$%#CNHCnG<#U&{-J>QM0%
zG{rJ5Ufg_cx1TykqJ=E{C|~&XK$oMh`MZi+{zb+O-7^2B0fYK#LyG*74=*a{zuvpq
z<#4Z9Q>JHLc&%fXg8GxR2?<Oga%LEtKJOTqtb}DLz3_e7<uMn>A-vRDz`^}1B383&
z<<|kn9cleJ-o99J^;n{z@KmU9NN;miyny!~@j!w*H9Ynub}=M1M_$-;Zpr0E(&kep
z6|LqtPxc&aP$|uXakTRbV^_EFBg#vG8|1d3!z2U7BBcvmzF^94>Srx$6UOn2ymSw4
z3aGV{Q;e-#EZBGNEok19R<vC-jyXWJd2;r>qCbuO@xyQ%>$JvjXi$Fq*Ee;vA^DHw
zCdJZ5U;L@U9~Zid)L&WZZOl<_DeZCjG72{$44#zfM1rV1IhZNGN$YmpIB#mzy*j-i
z9x*ufBAwDhJi_F?OT5Sr&AV?_Q-$<s!R3NgRk4~7&^=nJEvp4lRydq!|N1m*RJrFp
zq%%BVR*K(?Aapxn;Y0u!Y_6T+BY00*?`--0beJuIDfuKV!Pb@<$^p^tvz>~0qF-8Z
z!<s_L{AtyHWCjTWk?V|i&I>DzeG#f{D51^}3p0Znwr&IM%ms2GD-d|znkF7+dPH)#
zR52?K9o?0i{$S_bvI`oww0>T1b^IpN(ikZO1E8w3<5|nitHd|cN-Yp*4@1=<=q85n
z3*)HBC7+3^um_wYDtLvAG-=$W1d#8<U2E@6gCKY-5Crb7r;89B?hp|i%XZ7AQH50K
zu*`EEklo~4?v>~m(vKMMv9J~jI)-~z(=v^I8e%tREf))xkejJs%@H-zgi!6>&~9!J
zL$tJ@2Rp3a&40wV)a%JXy_U=g76igk0j<;XMJn@~wKOwN1B~|qWdi79Z=Bz}r`9gG
zD&q|eEJ;!M%2hv*&MD^yBw)wW(t_kL)7fAzY#Y5Rtu6<|-Y}TrR<PJMgggfiQO;=B
z&Neg$00e_FAzGBw0EJt^&pjB(Z~O~_CWaJl7U<brNxzTGV})Z}z*B5f9h7`p+GN<V
z=guQgaXni7-YT56xa~Pnup*<&fvE+KD*x>MSdWJIrtySt{<W9jr&tw}*wdSlrMQ~{
zs!=ril*z{tR+qe&TGpZe8Um~H4kENH#xVPwrZ~}##SghBg$5l)x@Mx1zor1VQPz{&
zfrWCU>c?iLKp+MNb*kwX*;Ye#8k?@O|07F{$?1%)(pukj%$uKK{OTpL?)|JrP>7b=
z=n+s^A~sIuh0l=fx?cjx-&h*Fk1AF5U-zR6zOwI+p)bXwJC;ipUm88tpK_WB>ehhb
z3nJ&dSWnm_EJ*CB0-K{C))O#wBhnD$Kb6(z!==V$La*BSBmBcN_t$3h1rnXf%&7iN
zvzk0>afsxs8L5~Ay19zo$c?&ZR)xuvf*@JzLFV6V`5|lNGTy?|<my^1?q+(*x!5{Z
zL&zLL$gnhqvcn~$T1XGzs+Dm|N5>I84}mTEaG69`){t`i%*`z<Kib+m+S?ES+oV-8
zY-)8@&f2WL)$U2s+|fk)cON9!j>>CunL$;1zcJr&osm_EuJ}@MgCtV-E?dutT8|3M
zIZrJFt^pQ-Z9z^?%1L0-ZEq$z_$+O;Q84|hRx2#co&D9au;l(;rgN%62J?`D46psw
z;&bP+uqVVtD_aYhF^94S^CO0|b$8B0ahsVoGz?!Gjp)B)K4ob{w0in6@=2ugS<yku
z%1*RQXme$NaN^ilKxz6gmiRI`oW1<rmgh{6a=mG5)=<&xNzc={V0yigdZ!jMQgX;_
z#Cp7umMIK7uKp^CL@Ef8E%r^*O#=%35-YDOaCGWysqWF|O?`ihOEpbObhOA!8G^z*
zUzG&_wRMDIi;f|LL5C`St4e*hajWewPgt@P0o<w7dEeamKw>~!uYudWi8I$c*9!Oc
z#Yh>9BELUPQYsmhU?M|tC!NZV?z9vx-l-3bJna}=eEHDIYWu!N`N-mm*iGnDw!iN&
zK1RBY)w7ryIk32XZY5X~b4Zo+BXP_Lc$WAz`tD)6RpXI!%H__;W#Z^<TWkKLH-B9>
z>3x&)ur{?~j<+z%wxm1w0yZ`yF4kRuY2!Ai%s!NH-@tbDZU6j$!oaLT+K;x;+n4Ii
zXzTfaThZ`!kB{R)aHwgHLs~tsz8hM=iv2sc!y2yBsHSC(V>81E0ye!0tJS&68|!i2
zFgbDg_qAqtPat~7Q*6tN3t3N!QweL^25tivpggYC1;_G7jPF;tp3F_Hup{2F9@uHW
zxMi~&`fYGD?~NEUSn527CB-yPjPul80aNfEW0MNbO_PI&Lz=d;xAEDHbp<>5?cXhF
zWfYiCn6qr2#X*rYBZjpnVbQPAGSnc$T=(n(S}=7)BI4c&;}@QOs?;)yQVE4$lj-+|
z_;$L+{v!iyb*+7={Jqg#<Gn~%sNZ3UvB2@o%lX{RlPl4Hc%cmHjfl~;6;pWjTk_?`
zg(dR6W_9RU5?-+OENTBke?$1b#^*h@jyy!9$iYMJ<<SNMoUIPAGQSs2yu~ASL|yl2
zTFq{Gr_`yuV!DL|WNC6_CA%xV2Z1PVs9vlXq(lP)>AJqJyj4F!r9POqFf!5ok4)xh
zPu9EZ_t+x~3&9pW{l9HvY>T;7>vEjBZHAu_K(7*ta=4%!@#6QNONz3jw<+WY%weQ`
z7szk+a!Q@MH+y;HNyT-`wI1WzyA2JJTL-`QHAX_UcaEn{qn`mTCNG<FRC|0Jp_C-z
zwLjVON890#gkykYB(tL%IzJ5~G<vW2wS2W}qMF)+S=xe}i>S`Wo(^kd5GKKi9~h3C
zcTlJBHB5<&o}6f5j%q!CjXF#6{T+ZoEAr#0p&0oe#kT&JyrJSN$pa$E57H0lSM&@L
zoNn*5bWUx)WfCQb!hl$1afMvDac2`$b^WaDm8I#sn)#D)4Wsoh!S{bYGOxlp%;q>+
z>OsEKy8EpRWva68_paO>h}JuMc_3UlxJ-!!?y?3bq_Fu-&02fIp?MFt!oO4vnt0@C
zRc+6n+-K;hArzBr!CKX@<IeO#?VbDzB<%S8GTr(Woy|sljPClI8*iW)AIG3QCGWNt
z15KrIh{c{pJ5penelqZZR|y@azUE1S_`gDTT4%@)ZE|x$sp_Tj8E*gc#Mb`uP=?n3
zC13{Fq_9^-2Kd^bH@dc4!S_pRE1T<Ji>2{3UW@vuYAXViyB1{TtmSNBd;w=<FNQL+
z))S{CobX@EWIQ*F9BrtSbBo;O)#I3fY-Z53)U)HXV558R#RBFHqw?a8K!gEMcOYb4
zI3WAODX$2V_N>D@G(0W$wPJ(0_K0v|Lo+pi<Wx?m0b9^YXTMSb(W=!<9lvEfKXRUu
z^YxzU5Ge|7uvtI+xAWJ1CM@tVJ}gG(+{?`xf893cxwVWtp5#Y-Avm!iZl4<~=H*Q-
zzItnUW_@t8zl=_uFA{h_HN;?`E);4q(lu6MRC0dzgduL6XGEOW+@|^PX<itn(QN&v
zTZ_$=xHDnb^?m898eDE!Fu<0}uW$M7-h*rIYtF8qGy65=XmHHuvJ^_CS9wL=O6j1v
z6Lq&~`;7^!r`ciU4i!hLLpq~GAN}4@SuD{#*r{@~a}aXJ1boGUN65k(Kddt{p4*=X
zPex`9Yt$7?_vSkM9F43eE+KoBi@*;)*G<DT>dL$)svk*ddyQMxhy7tIuXwA3-Z4#$
zXKF+(hCd9?HRVYFu(86~@}v3G-F<A>G#I@w!xavxmXZXtrLbw9khHLA{_S!(3hqx%
zi14tljfltM%&-)P4jH$J$3@a50Wmakn!G^c0R-vB4`^8>${Ek~a%FPh5!I#5S=xcw
zfCgEY2714(pBpxhK4CCg1D43-$%=$UzfqRYGjSM^Rkt9lci&0-=}}}c3y?M8BaS!<
zXLppSDJNB}OV<*@Ez8K&m74e6=7-!(4EP{tBBYe?Di}Ukbq2awZ|xhnf&Sg1XHzs<
zR!cATXZv!ts%y|4*phS-h*Fj-bd+ucA@PK*yF-orbj}o|%9dwppq0{`RrWIHuMV}7
z#Ft7iWfO+j<SnHFXf_A3cB&@qL-BuPwyMj7L2F#(MDwPXvYtm?-3Rbe8QMbiU;f<{
z=aikbq)1t3jllO^O4SYMS-_=+t(-S18+M{Rk_N_%Yh_rSuX~EyTH~k8@%T9bGo!s;
zJ;R*_z(@#KUNLAmKX>BK8~s7oLx$T37u?;)X*0Gq_>~A5GgGuBdc6=0M+BWAp%!M>
zC5{qq!=xx7(`tv=S7q=-U=;iPE(s(zh93BOBsI`utV}b36@7DtBk+!eRMy$!ay`L^
z=v(@W4(WQIQkDX{5$c&{i`14B>0FJJ4`291{3x=!vmBe9Bh~BKBonp}lKt$7G>APt
zr>*A3_j@w1-q1|NzZN6G#Z>A!@k_cjYkzM0#C+h8fe9b&wck9T+|X1^Sr{uyXMyEp
zeEZbumlYx$sKVrz<wAYUOijvt>c2ynOpKv?eDJ97=X?vnO=Bbyv%@fpQ%^*fIFl%(
zosP-_LeHD3gsWRx5JJXb&y{I;sNRNO>Yw4tLm7W}hqNEz$996Tv-h1vU{2b_Y~dBK
zekcU+IH2s3&Wu5J*I2!u`PKJmukcT+uKP0CuuGNw&$+UiBaiC?&Ae^raw{@P2<dbX
zrp^*WE2{BmF3qYxjngL~wuQ{9kre30+4Be=TDB_RTn(`f4(R2pU$UElE!tU{&QEt?
zcRF)Y521vb7>h?1t(9{cwo_9`C(Ge5RTum=f`>Hh86jxUMRN8$AArSz!{9=24L~Fn
z@MobCw`v`0Quw|MM9`VO)uLJ<&92)KLEfDG8e8==v?<r)A##JZVCKS&GcjD5MzEab
zMVV=Y&zZGGc5swUo6~HIW1vN__5F+wHFE^SUQIS?C-{Dz7h%cSLdeMfU-4tX0!Y>0
z&@Zpa1EW9B=<UMPD;GmUDNg^oIb7T(76`a1YC7+|P@CXi;n!4(-~Hl%q{$`uU*IG$
zADj=s1xEt@Bp~_n$uj#CX35;SRgrAWE!jwbV+AMx<Z5O07xZ$x`14<1nO^kRSSC4X
zX4aq5Qp*4I%9_HB%<xnpUtaC=4f=$8KeF<7p9U^T`ZK5gSiE|Dt^IVtcx?5Jj@IX-
z*Lrp1Un43_K69J+LYJ4zn?@dF3^h%JbnJz8z5M#X35KAqoRwW{d1YVKSc!&Ox<UqZ
zeCwzw*G1#VG7Vd)*i%h13}x~!ek=?)8850Cyz8Pp^EqG~>LkJs2gR(EDf5q>dtFY}
zAX=)YJ69qHW^jF$g^4c>!1Ewe*6QyN_KVlZxw#O#Qn6$gxMi~{lyurA!G$a_7@Io)
ziW&-`aePZ1QhNOz&}}f2q!r{fSjx?)?g<Bot{K;qDSt%(gus?Uc%L)0;VtlEK7gTM
zCbv8uEe5vA!IPjcRarAt7;4`57kW5X>L0s&|9C^%3%b7utF3W0|D{*?#Zn-<%U@<z
zaloEuhX+8ROoa{h;c3N4u@_B=)^fFT;?+|NK21oRq9v0cS<Z0B=RSsK`{f8i*9EHA
zy1KO@mwS4qvtH_-8(hHx8e5ioq!A`QD-3UE{-ymh#pe679{4Gh7tlf{epj60Qv1mt
zQt<<ddOdq|RS2^_1lU6Cm?`2UPkl9AsYY48(O32h0V~>QYxJaVVk(>~YTyaqcTB8h
zhx-lNsb=8GAM#g}_2X-HXl*kye~P)FiSv_r#{Ifzuw~lSN|s1DZxM)`Nk0nOkTvRQ
zdH=>8XEYqmuwzY4<Wz)s7K$K63%CL)-2JL<NG=XZ&3U0&>&sb{pPJvpp*3|t)StpY
z)JMgf2#R++Xi*SQ)%)||U}^z-wuIWR!D^PFcLw(9g(TY25W>RhqJ^Q|-B-B+nJ+l7
z$kGJXH0(1pd|)r`=>zm16r$D!!&_>E0AM{l63EQLV*%tP)2RIP#9!%NN{*7Ei1cj-
z@>0cKjX;(bxeQNi1AN9Z=yCy^A}7bwV-HPX{w~jT1A-z2Gg|r_Up|{KPIY%v3IPWM
zbMa{QWxu39ILQ&6u+wZBH;}*S6wyAU`Cw->MiMqrmC>=yz+Q453}k+nWwD;yC>UI?
z#hjh}u{t{SlGNcGHp*-ttL}{zZe)!;SG0>x*CD0ToY1nDSb~F%y?td7trz3Bcrk?~
zC-2$wIK#Z`eFfgWHjp-RxwYoxDgrA#bbGEygb~#)Ri~8-+nhGiN+V{2uAKGo->R<l
zVBtA<jXF^l5Xc&YA%N&_S>Ytgt%I;%t1(7njb=6eb2!!(`m@cMYpL|<KQ=<PS{Y`2
z6s2El%5=0lF@*(zxv7Ro-8Ez55sESBN3mKhkRcy1KepoP$n^!0rv2n0rdZuc=zFkH
zo`rdVG*ZG&Oy>3bSA_^cDrW1&TWPPXAe=j`=~bRs{=($-Yg^+d*rstVUOhEV`fBE+
z(cAJ1vcCnZ$|*<*dN&xYec<x&ax79D$p^T>9Q#TfH^WQal=9_hNL8Ffqx(+dRZdld
z8VBjrgAKr({>?L)2$9+yoir;rz@3a7f$NC1cn@fy1Tw>egiw$&Rgt<>?|Q-L;g;a&
zZ&Q6b?l)0L+Qa|Il)NbjNRIB7@y8H&6Y><^BKpch`mJYOQC%kZgYe*??_+o-Gg)pX
z85tefJ&MIXa<{dc@+O?`41chwxD@R%(I<@EcKUMEm0qnE`^O_{U;K2!MA#8_`aKL$
z{^h5py|2hWF#Q^n2e0P9%e$rh_s)XWmlI-A7#}Dd4R&j2ANYM1ZlO|Q{Oq;lvA)Y*
zR&*Cs4Qo-3aIS5kwQX5)b!x%jy`ahk>x7Y8TRS)hbYr9}kyi0sS_F@`gjfz2DOX@H
zr5VO(PYC?ktf_7)$da)pM+!y@DF85l-ZY4%P5*-HcVf+~-kR_m;S7r`Bsq>)BuMKE
z7x*YRMMjvJDIr;eH$eSHDAfdsUwmNwwK(<hDE@vu<D>Z_IUhe6+u3cRqkJA}cDplT
z)V?sfsMfaY2+`SEW{i`?GuAXzj=yLz#Z4;ocUc}76!tI$m%iB0SBjgkJfP~|wJq%M
zD*b4Hc|xc<QoA#&1nG%44tru^C1rJl2$H~4Ubal*#rKdxYR**W_N#j<)7O5pVISZf
z?T1lZQ9$e|TQz^Bu^*`FMWS^x(i--5%FEiL2Fdk&&c;T1GRw44(njGZV>|L_#aSb?
zfYbn#DSd!$)axb+T6>*<!iN3bha8;Y-|0InAm@(Oj*uxYAfecQa}LR*Z~iCmM=$o|
z-XNDL-c?bzn4G&_xgj@m5?xpG2Q4Eq&D&swRx3aY>khA>nZJSI1*gD6)xd4#{MR;m
zz*|0Yj*RFT3#;jJK$e`VTW4BY$4HryoV0NH(+~PE+#(H4epTW_uA)I6u1m{<yn$%<
zgQo)$e)#j`Ql%b}$--$4=qR#ji-N(GB}x-5MH>npPQjFYD2ojH&FxVYRVWk;pnW6s
z-`zg5RE-<rYAZh#hECs(5xZ|alkkL>vTKYm1g4v96Z@CuV&HNU(*fyl?5uK*&vm6!
z_MVjOqrAuV*5Y$p&_duFJ<7OWcLx~zZIhR&dzngELQ(s>|B=z~FqQHVlq)U)2ha~X
z>s|yNhOHeXzHvG*8a3yPmn{vP4yLEd|5-bqqgUO5*@CXlh6j68qL54Wdcqw?|2Wb?
zYEluaf+Q+f3`c^e^_wT{U&bolKKOQ9gT6>7=}BlV<71Pg$ud2VL`JpoB||Vjsv$dz
z`|UTJkZI0C3|Iuj+|M4N__qq!YVCL@&o<czA?<*cW5o&K8r-lnf!f<_55=a9D8ktU
z%LSTPV@rqItjtLYHYmJ&a0|g@&Rb}c3gQFuxf5?>`pt^BSBdt=k%PW@M{}v#swOqE
z%k~&=kT!SgUMO9IlxK*OxiBf{y!ms_?TwRZl~FN#|4^>yY;BvB8R+l^h(_t+clwYY
zU8LCl_b=B``^2`q%ZCSHNx&|pjeo(WP7M_s`h>@LAcu}sxJRQS26jS=!~qG>mUi!O
zJ9j{bvtmzJPmU$5POdaoFIMgvo#~>_M5^#%{=F2-4SHeP*q4|vG@@k^z9d*(nCE~Y
z{Zl3Gt-K|FM^I3>kMsj0gh|e<J+w1JAH`Bvi_p^WP|JEftoQ@-z$u_vvcM`dvfx9N
z>k*(DVuaDXgd_zui<%otYZVHQmdJxMb)%}SjPnb`-ko?=5f|O?HIr`t&r6d7=AvQw
zch$kMX5|)!yCK;~!D@NuThUSv_V4}<Tw(m3XSe@IX9Lw0gu;I>KM=8*WkGp&rP|hP
zL!DluuxY`EOEq%JZc|fpXscu5mu!?ba3RcE3nNmq(?!8R@##+fkHLi3UwOaF>`r-J
zYU5wgt5@n7q00x7)=iQgJmyU}Pt~?I{Y6W5ER@vQa04d_AW9v4+h-YeroQhNt6XB6
zUdX6~58eCPQoJ?Go>w6NuMM-ausobK&@*A~cv}GT#)|76J<6&Gyn6|eGr&gql%p&!
zlWjSzjK7tX47pDWIicS84Ene~?=V<o<HpzZzu2aH?*i#o6QV|aUK<v6_R2P%p~+3n
z!S~FM-KV|ZEXt#2oo-SjD_Agkl8QaF*tXhi1KPTREl-@FR?Ajw2#tJI$1~tT*(WnH
z)dy$rO`Q=iY1N>S{or-bn}F(GC+A7eS?Fp^gKWz-yneeJ12tgUJA1l@2LL=(zgeO;
zFaI5=thS~0FrU5rWvdn%?>MH;dS+&Eq|P0HFwGgo{|Oi^!+f7MFZ3}@HmsfpqQBz`
z4<A?IgOwL;9K+w&=i1jc)J0wNJfBr{+-NXeZ_vYc*=?Ez@BhnD#SN=wjXC@tyI%%8
zEcCh&{}~Y$-3w`$l6|DeCUgR0#nXgIKLD|>mIau;Dc|n;k8D_HkQPXc);5zr+}eD0
z&jgxxiMaAHY;ZLZBf28Yy<)5i8}nGj<h-Co=l&b$1_f3un-i(8s6r$?Rm|XYPPP4=
zQ?rjxg=e#NCYV>hVFQ-PI|&vmyCBQdb-#H;4vvFWn5#nsNJF~Xy#j{<Hp?|r5|?k?
zkWpNuRVbYIJyJL{JL>)%LZr3g9S6{Jvw*M|sF0tZ6GjFqDHqK8d@m<eQha&wG%MYQ
z_uk3BFFU=|Z_ma)_fp^&ukOBD%?^Vl1J1K1p4(s=0;)}XG^A{-xcxD;vyfocHXR47
zG(i@tezA>%d2VN?DaY`<<UHY|9*&p4J6I8-(EcEo&3V^YIsJ~TUDADTz&if^ZJT0<
zt88i3qb)I5!f=I&Ztq~hLt{H|9jo5zo|(#=Ah=`;Wq4decPvMJ9Jt<o391PWvC&9S
z(aWgjs?gi;6+B(&J7s2w;1=3a>$@wkFXK6}=1Z|(JvX@!?)S%+;^Kti?xITiKrE$C
zYMjhdj`roD?+u+eDP{uY(;2n;yNms9lU2@%QM+M#Pbt5zc3gkcB|7}rtldvPm8O*H
zV-=6k%{1uf^=vPQQ|lwAem3>>F4+nrsz>+c6IVsIxTk;gX<l>s{ACEJhY!|Aq10r0
zyX$-?F3QWs{+O(3wHFW+i`FKogXgt{Bux^EsmW;W$wWrb6zLnb{FCo`7P|YIzBS`c
zJomtc)E$-pamoXEj$cKjPT}i~zLF2caa|^VlI^edSDPp6>x4JRGR50FM10A~K+UBW
zP`6@TyRRw>FB(+RKVhRjJ{JxtV#)T4XBR$z4IaAu;TQfjOs$it_1aGFec(w{wZA++
z6*IHpU$dXOy3~983LR3g->tZe_N4FHKZ9qH^jJ8e-d9|c)Ozcpb+c#;fr2Sanyc>*
z+XMwn?Zb0xr*^%VA9xgPTgql=@_F-{@9KnX^X4u}uY}KWLd{?Mi5&t*7VyDeM$GxX
z$j;J0X5qkQVMCM79=lY?J5^;!>wL`k<^KRdLB77}@=9Kpqpb?7Pt#Xco|Ph$fdz(7
z?w8X9IIrDc0)Q0hP-hp-obKz3b4}4-=w&@fsjh8G>UnrA(yUKQNuR0l^*pPzP|!-=
z<;2aT-0yifl41nRd*?I45mCn$<BN60Eo*T~TaGOCEyXHHQk61EQIbiLOz%8Xlei)P
z5Mm_a(E=mZ@Na$qN1-t@XgILVj$j*$dhiS$tJ-&si6<s;FmO+|2$^{|x){OkFSsU2
z2If0@nTgnNSVRfxABg-W=Klb|=ZMVae>sa<{{WQ4UndStjDk#eC)>ZcA87}KSau@j
z$MZJ0GDZIYA&VK|&LCqFOvDqoh}i5spooK!JDtV107fqcYzz-x4b8xUBIbJnB;o|g
zI|w`>*H#^P31H502)+LRjffU9LG5BflO}L2VgyKtn|8k2#t#cKk}(1xNthkXh$c3T
z=Y!hDK-+7O1k8xBo7!$}hh7l=<J4Hsd&U0%=@=t>zyJ~439yXM=0ubC6JfzJFa(cV
zN$n;{A9HbX2;eszr*mu$!oXrZK$+PG`E}zD0GJV&#LPf8z>)?hv`+xMi~?f70%zLT
zfoy{}1Bi=&M9hnkiOdNyNx6^9hNHYmleWSJ{mAcW?|u-5CeygRt+^esxWrD=!@Z4-
zq!@x@wTvI*ksLshbC^AiqcbtK*YzicCnva%<AIx-2@{iH!Vw^^c@`VYWI+N+wnwH<
z1*2%VypKaTCT+9>nScyzcD1j23EpjC@44K=k_K)6084O8c9ZMqM|cQB1Y^C)IrPbq
z2LwnY@T8L<-ZKO3CJ5Rx2G$}8Yna*r*!uzv$TrA}SOdW~{oSp28}(TK00Vfr;SWEv
z?em5V3Ava8b~6x9d6GShTY_X?HjA5`qrPHi)Yynu10dUL#&LYX{39YrGrneK{{V@!
z3kV~A@xl=xOpN;82<>Sx01Oa)__<=Xu9PTK)jrBpK~rryu-ep>1thrINJ_#AQej|%
zLO~tvcE0x^R`-e6X2RPUz%WIGb~iDTKC!=JIN=D`9M{~cN)xJ3&{veLCCB`cOIqV;
zC0<#pr46g3-c+P1a5_?;Oz`@7a;YhYwGAcZDQZ`mgx66tnH>$Fwoz848-*=lK*v}}
z1ugNfO|P&P81Ey}+XE0_@Ej5h;=)MGoZAFojBUavUk?v0V>&bnr_tunR8i^xp-!o~
zYJ~j5Eg+w&p@+j|wGeuO5T^`DPf%^boLls@G|Eb9Dc@kMb*Ij0#)^@$(i}p1fs~L^
zNFhMqtBYVp225P<>LNwrF}&Qz8HP3OR-LyRO=F8;<RPWEP!Uj-ve_z2K)!{z+5s!+
z46U+~wUiW<D5)2&xqS7ENPuL?w&p>Iz`3yRx!hZip?sD903&%z{><n<_*Ew!6Hck5
zR2BZQ(OW{CDIYPVzPcqaI#dUhNTBU1)>YEAhX9gD3Q7V}J>kk8Px4Qd{$I`cf8_3o
z<axm%?<e(bH<jju5`gbVPnZx&LgXZo2ZUw^+<*B?wja=RKikZ4er?gTU29j>ny+P|
z{{ZVM@P|^M&00XJbP|P#aY7q5QdWY1r2tcN&ov%Z{Ygw6&~(Q2N}R3zMNQRIFjAzc
zCYqDWW}VVyMMR{jAt3ZD+l?cgUUj~A=GPl>#5j&<*SZ`-i$akawOAbmFr<`;7VnrA
z%IN+e>NH&p>Pb3{I!t-8mg>?zuj!aW!r()JDuMgt!8%d+ss3tx!ZCMhzbW>Q`g<7u
z@TiSPQPed$*AMGA-*Lu5QW<!8L8ul=Y0{J-ppb3Q+DS=^4l$BvwatzJxiAja!~-_~
z=Z^GGD|3r6`xjqGB4AT$49)#iq{DNU8tFLc<3-i^15u*tcTHdG7B*~-inIw&{=+0T
z_wN%ZDN#uM$>UUT8Fkmg;~D{j?RdO)B0G_|8xn7x5xujWh4(X)j`5QdW5k_8+EUwb
z3qsIgXmKUAAc71OtR+c1$&c(XnK+5ukW7O+12AIt&G#H3(8<I6x^oOp*Ebf4$s!_f
zLBwQ}k-;6W_cPk&!`kzXql3gq&v>={qCKtmj2Ykx$FQ*&?|aOfWEhc|93sSqV&3t*
z-X<b*a|e5Y!jUr(B7Vj<F(7)38*jp%z+UkJVgy?fFb{AbMZ&TE!2}50K*@qlyY}G@
zy3f8PF>nuiz?kpv0%QYxTZBFCB>MUYxr^sF#p8qw6Y6ic^@E6vZUmDM0SP#OCP9Hc
zfETe72Lljs93cppk5gy|7WVqB5DdhNaVhQU1OZ`an3?Z6gNU#|-VWf1zt~KBl5-@;
z5y1lYlVLIpX4o5;k8Q2O5X_J4yo;FJTfOmU1W4f$Esf6kjEf6r>bT!HK%DLYB$1xi
z2e9_eXM#w^2mNe8jGSg;u!-RaWbQ`BZZ8;^H!v<e;6=Cri1d@3UnXu~jM^_@X-9v?
zWM3z@Z2CaQ03*^r3>cDkAP{!Vt~f#g7dyc=+S7UUHUiciiQ(U9IkZTzfG{^dl+0p2
zn_eRX_MOMI&9?vpHwONsUT4}MOiX6R!-P8J;n#Fad~e%$JKAJo`6S!{#7-ps@b7&0
z86KNS9nS>sAKxNKFlNwqnD1dEOx*p<Ok5qN1@Gx_4UmROoZfMdOI(3Jh|V|x$Pf?M
zV4m}^xswF;o+5DseTXtKV0&KRjq^9*%)#tT-p24IA_<tdzV@CFf=*H(M%TBgf+jC~
zcexxXw8^$aOy*1s+rMkh;fxEL0g*d<PUQN;kT?l3`9TploZe)?BJ=EF4!Y+6G4|W<
zByaeQhjSs!Z@s;{;2Yc$AkTT>K`?PSumHuj8w+>54Y&*f0D^A<@w`YR0}?yI`^pf;
zK>Tb#wn>{rMqus+Wn}wy5;gz<V+IA}=OSZ-P7E0&$+z$ZG2Fo>IC;OWAny^0fsqCY
zfe|BwAp$^?1tMU603MMf?t5J4JUQNP?X{!6d)&-legi2aP5r>N&8=?mB7WfTzbnar
zJDdxQ5t+P^o)Cga!HtH*ZbT4O7CoajGr`*+gr4SY>NXeO?>|;wOVG7FWzL!!RVf0>
zeSfp3LBH?1vCyJ=Na;sXr)-Wo6CA0_{JhF)`HHcsmw+lm3Ox*x0{)iRPwnanNB|Xp
zj---OFDOQVr06=Pvf@P>3M~i=sc;liwk`-#$b}G6M@j;eNW}5cSkSp|m03+zwNQ%M
z#HXpY){vygAz!ei2dQvHmiN*Hk4c^|`lmm=(5g)inG{s%3PN8}5FP0SU=~?G@|pw?
zu_0;(<_R2g$Lb!cd2iG_<IcEcZaAeaWXU&Di81vak$?;fK;a19wSIooDu<D!xB9l4
z$qoRORTO{#g#pmW9VA0wr~?6Woe{?t>XhrNQ;T2Jw;WMg$pa-yl`9Z;03->=6u~h!
z0_OtIJDUq;;DLRtuK>x##(&$rkG0PTM6VY7CeUJc$;lo60421TiS~>7$$=I>aod2v
z^oYqhoOhA2Cf74_!o8%$y-kPQnYQB6KIlW8>;zh584`WK?`Sh<i#ffF6F0#lVFDuO
z)<2A9`+{fJB*gC+i<=YJz$ZAqW3<3Nxrny-o)Cse9l?u6*}a9QU<kBZyPV`12E>h`
z1l&dh3txzXFl38t1*FW{)&c<9*f~N50TTeph_#2TT5)?!#|T8W85hVVEh8h?!Lc6r
z^$&($8XpqA5O_c0CxASI;)bcBcs=63&kld&pVitHp--<PSJJ7pJ#7qX`j(Sf%o-9k
zy$X_-M%I(dx~`UuTS}*9i&9Nf4W+(3x^7LZNuB1?c(^3u-Mh~o<32fjFAssy;CK81
zlkr3Rt^I5~emZY2Px5#9UHaVe{{YYY@9XdVaQ^_szJJLJ{{VqU$&lw97Ct2|RvRLt
zXa4x4RO2{wnX*+ThN4y&1jS88H$Gi*f;|=+HdML2xdLTexr&y$bQL6#v#jit$U^A7
zbrUM2rAh3{T50Z7D%P2#4$OrmDs%%dD5Rh`aj5(&JMg2dc=_S;e-&)=4=s2hQCq69
z&-FaA?y*qo3_r`7!#W*WQJ_;)>+R7~^Fh#`)f1x8)M^7uO=zTMq2z?C8}V1k{tHt0
z?cz(n3N<>XF#J5Ts!=Dyy-!eQSYuLuOh$pFFH&*pUSxS(#I{Dby;U@oI-@kTwG?P!
z`mHlbb>G$0+;hUe3cN${x1V$m3_K|1O-r5m`<fT1H_QC7ql$B=YKKbFtM%PXvT9$Z
zr%GsaeJ;OIs(I(zZK_&F-CBS_98~A-MDY{A{(j~k4*B;+)OjbLxk|074r9<NswrHp
z((50ir><_6sdN=Jlx{EOD%g2Vw)>&4G@)S*C1_5cK}Yw{YCXGG?GIpyCuV)8Akd0G
zXcdfi*!`bb6=rx=AMGHqAyPr5C^HfWb|rg5x9gKVH>vhLL(`+s`Y%rYx$3Rk^qs%J
z`giPhe+JKZ$7x<2_=B%<_N~pjCnIx)v&y`_s)Xy@$)xhuwW#Pi8Kq$r6)D!WiYh0x
z{V`PZ&Nlm^x}lFPhZ5?cvXvTMAM;=G6Q4OJoxfMJtp5NbdApZ6r}afczC}K({GZln
zwPB{d_mffNvt9CLmFIq4?uOk`yp{CyE86}Fev&U8{1W(W@tfgaK-0MwQSjf#Ho2jW
zYt?m*U#qF-EhWBm<ti>l=AY!<eJ-)5=`DV`<-IzJh2-lxKCmd%+UoR^r&c(sf#zQe
z{4LP@T=6r*{{Rp4o_EqYO!N0Wa-SwER_5>UJv)~NH1h_Xp^ax!sV=tK^xY%%kIz=E
zDoIT(Gpa6&trlHIBC)gs9-*V8!fDqrG!yBoC)G}_!o5%~rlPJwDdjGXa#Uu^5+tsA
z)DTpKKVYnt&px^<B}$h}f}tgH=B{F=Q~DrQxrhi!mY_<L*+P~}I5`v8zC6AysXjHl
zeXjAskHY#72%4?strI|BDbRBhT+|m;ra!3F*K2ip+kCUiDXXs5D|I*Os#J7VoeJqM
zR8_oOd2~D^_#W|-#*c=t8Gb6cKTzZ*{5SA3P^_TmO+Q!WT8dtDU+V5&rRF-y-6ue$
z(rXa@p4Bd)r_!@gsOlPL&*~Lxr_)nf-j}VvreAz`d>Cv000RCsvEa_V&pJ1Vbx(3$
zgU$-(9R`4Dw3Nx$YPD)+^t#PF>bkXFpI*XrubM1sZc)_KQdUvdF-T}CsOqY`v7~r`
z&z!%@`oAgYT<gucFDr8oo%;Khw2oueblzXq%|$vXDnDE3)OE~h+L5TGZMs*5bu<2L
zIvZhf+5$%tgvqCyvRgkd==Qdbj|W7oDOhCc%6j_wQ!ptrWtr6IO>Fs9;(bLTS0+_W
zT*;GVOi-CM6BHUY)aXL6+BD#^rOBoVr!p5c6Q?B7B}wg|39C%r+U0_ju3;)li>Mf|
z<vwZV9!KVmTjyR<)vGifYvm1lN9K-L*L3xzy8RcJIe$^6)wF$9jm0HNZmUhysVQpd
zmZU5t_7I|#0UUH+9Xx;Wf8tl4YCKNyznyCN^PXyGY4oRc>diYt(v~#ZN{Y&=N(MCk
zUeh#<Dw>j!+Ul>BVwQ=Pso7d-nMx^{VW#yT4HL-=@f(m4;#>99-W#i(c~Kr9RB3dt
z)@oGzkiB+*b7T5-9W7l2O<i+(5wBexH9d6`&(tNh*{i2<Vbpp%<DQS<27|{pDE<gF
zZC70IL7q|N@ZPDcx6bU<)bneGz1@GMzYsLdADEECC|w0IJk2_qkg1mqCz_JFhdEk_
z)Ct;LIzsR&srZ!4FA$kev?#)nHjfXbmp+tF!)Ie8dP+&v(-$suniQ6*O*F}>AAklo
zD_oIXAqJ9S=c=A^ky<H&rAd|*FSQ|cN9#&l(o&?!7MKvFAH|M=@b};^!RLrS3V#qD
zCHTYf8K`(+@d?OZ%8HK&d@u9)Y-wI0v!e14*7OZK^?gkxUoqF}9MjHkBbPpMj;BeW
z(P^oC;5C=4st$+q^puDuaCd<=Aa{@?{#hgq(~~?j@f*Z<H8y-b@c#gvx$)f+f$dXT
zYm+%wUFL^$jW(K=uD+vD)f1u6S1y8vo{LV@D<7<?4KURu1!Y5y25FvBG?5^0F(<Ts
zKwt5+_aAIFmSr`5G^v=~P9|!q<W(aNs8t_h1CpwAOGPa*Y2?eEntFpNbpX|_YSyx|
zEnS||>X9u-om5p;x&D%3W(g}Y+L0vzB3!V577)J4U*QUgQ6(e@Vs3C|!0!_iG60-_
z0aj-b?@s`Hc=%c5ABAs;FADrs@E`eg<FAPn70h@$;<)9GP}YCo@z?1z1}U2TYpv>3
zy6%DHR?zAim+MYmq^+-Je^$2Hq}KISv3v2`@$IVoa1RCBukf3c{3@jISCqA0PtmCP
zUs9>oe^_Z+fzVS+Pf@7qnsXZ9q0$@BP}Y~H*6Nz2H6PAazfI&-*6LL?`j^4qz+a9(
z93Swn{{RC|a+Nsnf0lIqWacmBU1u`UolVVW^~upWbC-uM^0zYz&SutsQ0l*`^!-Qm
zT|HOHy%ovmbEB@}Rh0ExBPSKx*(%t{bhVUq_3|ZS!fJ5&w3x)S;fS4!;pvesqD^eX
z(V6lPpG2=(RTSSy5~ZtUK4K=}sHnygaJ0*rDs<!~ue2ntT}niNs+l1PT4s?iwtzb)
z(iv)YB>1kx#80>ch{W3`?P-8653_zQz6CsQ_$Y6}v*T0TlA5m<bRBPB&~&a?*XuPs
zXGW*cYV^u_>Mm{4wJje-uF-4OjbBcvrb=3?qNq!?RB5dmu9d85+INg(gLAy+Gl(SH
z5=H$xak}$|iGCyahTewHKlA?pI`hjMu|ocp%MEjfHEW#A*DmRmRZFg^)3he_s`}LF
zG&L2@yIA!eo+;_xs&UGP8&k_GJ({vkFuYF)n?+eiBMFjg{kKUzk#nmngvwx?JJhO^
zIS8cnYNwl0CP|!XB^03wlu}Cf^HWr6DU~X0q*El$^{H!?RWfK)wvp(j1pzOyGwV!r
ztG1Q^rLUz(f=tDa@Ec#SGj7C=Hy;ml)-|4g<b58j15K-Qe=O;hDJEr#?PiLV``G<W
zI;jFIV!)m>;%34{i~)j9^LQr4XL0Su-QoVHPoi_@B<od5iftpCxo=acASj=g)AgD<
zr-%s(QiyGpz=a!F6$n2}W7C``6cpXRS@v~rtNK6PJwK~W^j(d6ev`A={{VTTlA-i|
zy+`T0K8x0={V!|reIKSrZ?*pKW&2zoM~}6hCG$G@L&JW3=7t><?{eoR^Cq`S;7XJQ
zR+XbxRni3pkm~vr`%NK5w3VeQDjgj?Y5reo>fW!bsH~}R*QzRBard2heQvGC7Nsd}
zC<KKqN++nLDNkgjBc(slH^k!=TGzwpigdbD?jogJsP%dsr7W$*(do5RdY+=n66<ca
zP~Co&M_WSUC`Xx6)mqqX<`&{=8vb+e4nV!LdBMz0y$JO-#V@(Gj!di*X)9eGwKo-}
zrI-p@Y9v!qCTyZhT3pGMQ^3FDN>Ly%C)&Q0r!7_ZT#v2jQ%5#x2!6_!I(KDk9g32f
zGW5wp?~x~OLD~-TKZIf+M+L+iL<^h(a0jH3-vaisCeao$ZN5#!+ZLOMBKI6JJ@GIM
z07-}gxwt=jNscm7+BRa@K1U<CZt^*KXv`Z8>~a>pvU}(m{1}t{EExOtHWnV4xg-k-
zgM)+b12P8RykgO4+Wb?3B#0v3;}8Uc=@v5*E=Ljs=hqk`BF8=EV%?%Rqocow((LRa
z9pfXp_&$73jCUW0?*_F`96U$Tc{Y#DXHCAL%sPq}<q8cRnZ{F8;vHL0wkjMhp}J<e
z7Nw}qPeK&5e@DEF$b7Bg{{Ss%yrar`T_%Ogx-BqDTBkx<KtpLstJEuM46dTGpruaL
zRn#fRUT~>zEQ^m8{*S*3DY+}cL(dho&Hn%>JVmG##-Tx_IL9w(>wcR?q-=(g<7lXH
zb-JNiR-{!mUrJ%dX=z<v<?+SilKda=nK~AOU-G=`;v0`?ntGUdwAShRJv(7~uBw67
z96)UkQc)!I6^FGXIN1T0R*WY4Psed@q`#ypZHU1psNwWjkFzPIg)7zOR?BgT;*}^t
zDOxC!nuH-_D59Q3#UYIKCOz9_F#0{0*}1s&asa8HP3v=3QavhZ*50d0D3AzL@~LW2
zurnqlDhJVn92eq;<MG~C)+_uy@Hpw!PU+$5O>>={X*IO%*TS1sHiFSnrmR&Wi4WJl
zhv`e<Ez>1Mr9H=#d^7ma@c}jU9IN8RdFO6H=C>*|-Eq49r!@^JjZsCVR%w+B4=uWV
zIJ&o()0qvj(h5;dTT3i5pAao;aY|a&rMR-SxV5OMN>Yg{TGpa^l(Q-%nNqrxNg$pm
z9Gji9l6s`%4dONynFEZE!G4LhD+a-3;S#W!6X%3WRNP{60<me8ve`(kl~@{WH0e{n
z3r?DKOGJVILVp;m%xkvC9j&faVyh-gl<G<-P@*W)POB=NQa=)ECLneunSn~02`V`O
z>`iWktv6S%qG7=GI~6V_o!>T@;^i`mT&F8tE7cU<acM{nrHY4IL!oIyuBAOn#e<FH
z2{HlhFg*-@@QILf#>b+&u6Vfqg!e1*?xkH^-zjotg7qaEMy<zcIYX2*URBg}HTexT
z-8DUZZi`c1lsbk|!XFJ4tTr58GsS-fz92bAO{>%^IRjeLxoVjx7239*x;;(gAxS`S
zbt%&7s_Hb#Hde6H)h{;7L0{u45EdKb(&g<o7eP;jQe#-I8AXm(QBkQ_Wc)&oU1Z9s
zl4bf-N|L#$T+!*2q@_~QQnn^vYbfdG2dt@`SvG=_s&*eDqIyMIDW|GJB%)%w3S7W~
zl%Gf0B`P4Lz*9VP?R%Ycy%|nZAxf^)5RwBl<qB<=K(cCGDo8*ieMoQ2bukKUAxT#p
z32r#*+;zout;MaysZvx{;VN2<zj&2Nk8f!7p72Z)*Ei|`TZuhDgE4SP*hHfd85Y~u
zaT)$SxckqjT|r4u2})nGk#HTI&+v_f^4tTL)h0@00uypuw4<3LMr#0G-Xz396KkH)
z1l*fidxK(U)@MJ<e9_E2p{r5roU^OfXxgm>LlsoDv`;Cg5cM;td4(+`7N1I7Kq_VC
z+-YelL#a{}q$<-&(RE#Vx|d4P^!mM1Q>}Fj(@@Z`<xNdPj;*%aLv1vbl@g^PAcFv?
z2^)QI_+kAYiATwEpN#b3>c*<kQA5fpSX~`DSqfWjYi=ZgR^r|$bu>+%EFlewm2^Cz
z$3xqFwb`AH!sgU%4EZw?K3dTu3JI4!s}XR<QYn}9Orq^JWZ)zu7E=2~C|6>@uq;;_
zt3<puTGC~yDqUGBmnxdz_SH2v3mK&-CShj-GCeKujpDzFzAkbrHT?eo%GDG#7CJvL
zrk%=4PGzA=)X$!#9#B#$67y~>RI~*hO+VC>wpvrKdq$H=X{48`!W>XRmX?sF+Omqe
zq^vr$rr*2Ll}SikA!4SNq-mVLK})CUl&sOwP*XKYO3O{5v@uH3Qqwf;B?)aPX|~YY
zZM51_kP-}a%8fdj!r)3%C_+di6ZI(A-U$#4LU3|qksqAc{wYh0;}!L|W*H|1psA=_
z$vAyF*11&DiTbEQmPrJG+EP#xEG<eB(JohI3CWx~j%^(sJes<t*HlWBl+3A^kd;kX
z0o0(8p>PQ*QAl+aDb#SB(W<egXu8&>;Y$>hnsfD4Z>{Q<6-`M<fmKmblT7nsTc&QM
z3QNKEiw?Y`Ar%3K+W4X4&y2dCjCG3A78gm$8g*Kir)dp3?KsrSMM!45S3*jB#Rf`I
zOQ&9zl`hm5MN5x1X};XC$sE<<fvn^XNabq&cjkU((zU7`JC(GxHk!R*4e1rtdV>MS
zYAKS{J6dHmU0r2Do^R#o*nROOun)ms6?`z~Uj{rt=1&Z~MbRGRu6E@r)KGI4fl&QB
z^*T*sw9HnsOH%b4k5RbkqpGHPe=76M0O(I&S{8(4$K1n!Y~~|~V>pH*E=5i`gqlg%
zO+4w+l&LiH6Ea;*e7Zi-oTDmXkt5b-Bhbq;(=7zeU)1ssrL2CYjdVCA9c-y7uBDw<
zTTL!vMO4WNnu#)$QdQ{@O1Xk!PhbS9Y_%myvl~8e@XN$M4Gxn_&;B2CpCBt))0otB
zDt>U~J#Up&t7%VC(bm$}X)SA16ehb)dV^7*t758*J5J>#bsa($rm9(5y<y{z#)$Ew
z;eWtShQIhA<vvgU0D!}$f9%B4YrOtq=YQ4wzg?jZ*VO+2sp$H8zHjE4iu$on<%U0P
z*XJi6@rm*4<A=uh@T2}2n&l=BgdDS|a^Eh0B<VSpjB1W+BS-yr%$&viqUNq<`Oan5
ze^6;Ztt<5J)l~IgCc!i*Ew|Ileii%%d*XxQ2g6?hY5B`Z<Ql&cb!z<<hnls@3jI?}
z)9b0UEmu~drh0=-DXXY^SFF=m(P)r`GQ)NHjWd;X6!eIF_VTRDO#B-T+AX@nsPODd
zW__WJ%}oVub#*2dX=K*QT~w9RqD0EztSFhQkusKdW@N?7mnvk*Xj#WXkh*CV*u05y
zYA8K5T7;RiX3M82Ow^gFC<#>8r*#w*EsB(srAi4Wkn(RUYJBz0{Hw`YDydPd^N%uU
ze66IK*OyO3jZc_0N^K^ERgW~&>t>i$Rx)Z`LoY3+x|WulQbHBqelETdyjb`u@m)R+
z_{6STf0=4IZikz+?L(AnwM|c#wQgV4HBDzpq13e6{aZ!QYaeC$%?nXSO7!NOVQng!
zr7YJoRZC4r;=jO(--G`EiN6uN57T@_qvxGR!fk&;YJ<csS7qG*)YjGLS|2o0zSS!l
zrmFsd%sLDDqk3MkLe8^X?v2b^U40{ZgUh84o*&Mf`OjV?Yp?T1h@9umoc+x8X(+1Z
zK6K_iUz#=Al&YcnqMD6gT&%CJbw4vzQ&Ob4P_U=!Uv}$t#VeDfs;tH8FidL+#AxPh
zwSEq&#Yve%P@3B1SE7=q39P4`HBwheB{a&KXH!&C`ehlY3QVP;Kz-%Rn^L-3s(JF2
zht8%mN(`lmvrOSFbn{T96q#re%8HP=eWFwW2_oG;#4m~e03Q5T@Xy2l00(?T@i$-Q
z-wiw}V@ss)_muTU^wrVwtuBe8{{Sa6s$Djvnih30m!Q!4bjo&WD_?0ejkJ!B*s@X1
z{4`%AC&X?*Ux|!YRCsQlcI89j4L+At{T8PG03@efpjS1qr&dx@SJcwiJD~jfDJrSx
zYhPlaO}f=3OQ}mM=wA#x_2DmuUORYu&t5wCby4ESg*>}ks?>9Lhm^xgF7q=F^7gSq
zrPD1s%TDReQ_}0TdS0bg%f**prJ{M7TDmH=v0G1(__FaU!cQ1JAv{R&E5OeSsr(l3
zvzn{)TFzMT(vq7?p{3=eQ*y?Krt6}bgF{L*O*)@f=1M(ZUuR6xl8rx1YgA1Q8%?oJ
z+Eb!ZQA>!;+1d;Oej9~UVO3a?@ys+((P8rO8miMKbqu*u7K*gu(^E2LB&wlGWRN>c
zo~ng*3`i2^DuzuO<Wnx5Wb;=e(8`jT^CtEcC?y0;6)Fl;^E1)*Z0cEAXz0Hks`xfn
zj;@b^mNn+Q6K|GikmB{)u5y3odAIe~FfUVgM{mRmN^WeT(37L9K&R6wwU?{wl$IT<
ztE)w2T}2HSnfVXHpAmdk<_7sc!u~|(PZBw)`g*GNIbV>uV_oMCV0w~;pyg$AIwvns
zYC4mY)QzYvuAwxgwi+Q$tqD|}>%nh^&m6uYM>qcfz`uu@w?F>?AT*{m?r=IyR*_D0
z4IZcG13Hao>s?Dvnq&IDv#G{B{{Sn>mjXK5E8IR2{w{n`_$~2DyT#uKXn8Kbnya}p
zm^l=uo-_w}hfSx_`Gws&q5Ap;X|)|Du7_HotI}vHD647f+d|NajXzPR)HH2JQPXPn
z^36sSfmPt!J6?^X+8hTClO+<d{9!Zk3Dr|%nUqV~3b`m%M3vT{DrlU#X?~dis!~D&
zr$T#l^m8d_rwaPoIVea?Wl&t@%u;(&jbzlMtqPhQK}K48Lg@{ar^5dLk37fliSZN2
zzB0ASEb|7p;by<8RMc`mGbHKM&+2DM)p>pTO--u(Gf{U;)O5G&+<lsXrwvm|)Tr5d
zjp{8zotl<6FNu$f?MvcY$FC54Z`C;imw7E-A=POW)tsrz)h@1wPpQ+nb4ca-s+88h
zPS?-XYVK)E*0oBfXld75s_GT*x_X}L<IH^h&U&|q-1W|WA#(yW*0uh7=FVd0J#DQY
zPp8s!cJ+Q|)+;r=Nxdseq)KUY-8H(}=hH){(*VU4FlwEYhT2Hu-2VWh{{ZxVSA2Lq
z<69IyF!Gm#KkzxqS|2pMSIwGxI*kUZ&aYjmF;eAf)66<Pp`vJdCZD6%S8Dvo&YP~#
z>CZW((P~XljarhV{IPkPH?y9T=>urfD-Erq!KrXuLljEu>ZQ}r)#5bs6GWP7WXuz#
zoLYRo#XzDp1Geg1xjnEn)T)Ms@rvM?6J=7%rJYa=>46fa&p{G`5Ea@<sajcLS8n$q
zE(ef}S0HQi=dyHqrGfRO0*(}HrFAr2qFk%$4nBaTAE<y-plquAJbA{AMvJJ@*RoPN
zP~i=%r?YQ1U18M`22@!|83jOfbBlwur)&1MZ?}6`4DoeIUt2=wT@_RG%N-<^9a~c|
zWhEp903>v%5f(jD1Gq;g7Zv(8tEM0D`WlLGE!L!UvPpsT)F7>en~&UZ+>645<7W^f
ze#h4WGl)CSY2N5OLe?q3Zn>s4He;nh<O+9+ant6spDq-VK`W<lssT|XC@U;0`43(C
zYbe#DRV<lxw3>8v5po@-3#U|>QC&+dlAuAk1xQCOn}a(GS`TZ+=5G>b*l<KzOx#@e
z7m1$2LE1BZI#pMPiG9DB(KTvn##9th=M=$!3?izV&1q_g>HU*wk`GV>k*4Y#zpQCp
zMzVqQG?|x>pFW?YNuN2Mw$s!u1ByzZ5~PBa0EA)1;LP^^0B?K<k$LnSJJ<|N=XfRz
z*yG&aZX>+fC%M?(aX5=f9-?>vB4KCK85sA7xQ^z>2t$w}@;>*I6DJ>pTw=hNO@shr
z8`#N=MC?hliJlan@`>~WeWYUm4X=LC?nr?)B;?xHoBfHCj9i2uxxmc87W$?x22ZFs
ziNNCSl9HmfrK(z1l>JNV2x+85lYXM2Y>))0ZYZTFKq^v_loBgxT3u$ZR^1gFeQvMn
zQp|?fXb=|js{`n5G65hJ6%?Vgsnw(_xaoQ(k;+sr);j7!($v-JFNj)_Ao)z75~Mcb
z;30<k*6P9m^Bn1fBHx#JQj3>cRefu%yIh8rr)r!bH1ufcK51jF0#gM+bqfh!M^FK@
zEooMV&0OaGsN=L+Yl~w{OtiNIq3Z3FrGwI@>D33Js0vy~Tf}t+TgP)RHP-8{xYKK0
zHkcGcG@$)X^qEVwBp6$SfS}kuTT&99wIsN$OQ=bX(fQ4$*D!XIdxAJZCQN`Jh$rdq
z85ST|_L-0({6p3-P0RygA}(|8Bm<E!1L#P#_P8fEoPK;AjsX&T{rzBGc8K4EA%U^T
zfIh2CK{vpWm^RJN4n?or2q4KbZ(p&D!0dsYhBp8k1B-t4*_#P5JSp@5-!KPxI6E90
z?H~if5h89g7B`djoB$x$!MNdCGxwXxn2DaoEy5nLIP{s1SoiHS92?k(GwXXqk?tUX
ze=))lB5gMZJ;n25Aj(V|><!Ftw;!Bd*Uk>!hwXj?n8Aq<4$+ffL>Uo2rx3Rn7n#4P
z6F4&<&B(p4JRuSUoPem2>4Rb*;1OXKlN<)%T%S{820P4Hb|QV?L@PHrw3GOQH=n$M
zNzL4oxq@aR08H8mBi1J~Cj21}@&d-)vHT)2VSGVyNEgmv#qT@G#G4PbqlugDG9U|P
zV{ZBMkX)N=WCAUV6BDt67Cnyegh&~<5^rOj$N+$1b0B7JE(5$=3;->Wn@9N~aS`}&
z18Er`5CJ<u7QLfj4{|ZUcDCapF&MGhOqduqo)C#!ypjOCS|$YE1<zxQ3x_$mAPXA{
z3`e*o^No$-0LacqzD)YS7Qr%cW59FY5$-^>w}K%)paOHk5i(~dxW+TwZ}yvu0l_z$
z7$YC+l1VUak?JiIoCu409k)H;#lW1BPYy`laU=pxM|%ysP6)K{ggD3`%n5;y{x(L~
z2E?220-y|Iz5R?C%;&M2Sn#CBpaLe*0#1KE;>27I07<ZcBoEye_3dnn?~Q^dUgP7a
zh7Io%A_SZ5eEp~R8^5%e++Yg}UL^L~@x*-~jqx6Yk-6z0K|Rl}0JV$)4ZRO@?Qt_;
zY$i!Xi4!-#0Ku`$S}<)RCi9DMh9_yiwrn$FIDtLDJSo~iAjmd1J%mX1jLF-EEMUm(
zH@w)07s<3o=6FOK_usCBIR?UGVF28dlQx0s3{ChZV$ew&gPr@#U|>i&;R)XYK=-|Y
zBG5p&$K${w0)2XNNZdw7(tC>nWTL=M37g#8(kub@y0#mDL3zL+#4Fd|5$J6*7T_et
z*EWmiGu}oZ5n~wOm^UQbXua+Z$2gf6AVv5>34=R8B5tU}k5d;tqqK4KJCeWTZz+G-
zod-Gp0M}I~A3SDpc!D4sSeUsnds`L<{GL9B@=yGX<uCg&p#K2jRGcF)KI8uY%1yBT
zgQ5Q3W5c}h{{SsHzy8#72Jj>GtyPTM+C&jI5j<-6ncQH>O^uIpi6UT`+l`x^Bl&5~
z;(zw(*YPtaR;wSw-)lqztDi`)laU02J&(7fn3&^AKM_C8Pq;=dZB_Q8X#W7Gv5o%#
z#x(?W_QgiraiyikoLg=no`trxA!#@IlC+SifdB)7K`}gU+Bb+Ag%?9Qnm<^uCS8!4
zw0`vcapk>o1S};`kP6L*9Q0&=3=ZM}!R>gl0Kgz3V&GyxfozQJnHB<ei*c$rDDRWX
z+~U>zr)oNVDYX`F-pW__yIt1e*gR;O$A|ij7*o1ypR5=Xe4)~cw2J~dEQh95cGc8C
z2cl<<1-Be+VQsB#xRdm_+SG-lixnYBP*5|vK*<-LH|-yv^%^jibrhXOp2_niE!8AK
zh?Ut7T|&+zDia-Z93dJLh*N7*ZlO)Mi3)ARl&uCZw5UkfiGpN(;V@?t0^|K-5qX$4
z2RwJ6Ia{1s7irhRPQsf|XKjaCgf@ToBVbO(+8(pv{-Z`#_L`%pv2q)LinLEp{=+{*
zqExTkDO3V_3Bnz8@t|G={{Tct7vH_?W&zs5Fs=hP6E+}_H`rL%%#+??4TlZZ*3#75
zt*ND?!jR%iYfMCi0|Xy&U}q7;Y%C)i;O`PfO}h>3O^}HJ_lOWJBVtF}dl4Bn;Y=Oi
zZHz#)#K^o_0k!yux!&Z><MQ@6&cNQmJKG($j`0^HgO96(B0$V<5+>Fp<WJxPTNmLB
z++I(lTHSy)%zEv@kvKhsNt*#{gC3S5*&I9G*#a$@ivUINBO8zh2thLhn2g{+wlHEO
zjP`?)Ok1_41lkV3UT#6bAQ6+qO}})^LE2~TL5c6{V-v&PM3cCH1~G_;y{2!D5Q4|j
zZJb_l*lahGd5#%Xz>iz*0KAyFyn{c|--wKN5fR@rV{V%gLHi!&^KoE1i`v=SWm?B<
zp%Ol_ckN+}NjS`#Meo5jycn>Ui)IXNCL%BfNIXV%HWwKF$(b=dhSvlFE$QAZj8A+G
z#%A{jb@PWJ*P8=jaf^axa7IAAy$P9{MY9rS;y{eZyk_&lPoRjjh%jz1iwG95AlU9y
z&$>v7K7_}$rVe04iQx#4zu|o1Hj!cgG3#iIpkUuI=nbbLE&%`ndkx}Ln2X<g1Gh|w
zxifnx$+3ZTBQYI-#m&2qK?DK5XM`c0q|Vk5Bo5dBnLWwv!<m~{O@`70U%oT>o+3!d
z?qpx=0NUqiCnOSNg#IxTKDM>{*hcbZz@ZX0k$$WZw|~PCpY7ojK7;|-=e_s)nV2GY
zSD1w6@rXOzPHrqsjpu-<5i=umKHqu#{_(;P?=X8r92?BQ$h`WTf(V32KZjww8)V#=
zAV58cBaDunrD__h!I~OZUsQmlr9ZN6N<_Hop(q2WOqq-Wjyfe5CFz<|BD<L@TPZ+E
z`E)p2rwSb>p-vcjpo1wWY$PZfPUuHE)3mKaR(LZ*O5@5T1uZEdruvkT)Z?p!A|w?B
z86biIu;Zmra(0iRGK%hFtYKv^uPJNjrV0WefezIu6Vg(Y^n=n$Oivb?hdwb%*U9qT
z6LieB0#Q)wK`Bj;0cx2r4S`8p#FJvA&m8Kqy0cJtzgbZ2L#mlut0bfV6VjA|5`>Wg
z5RjV-9uSU&tMl<n4IY5PDVa)2Q&hABDJdY{o}475w3(izf~f$6f_UdO6;IW=r|O<@
z_m)XhuB}T_zM`zCm>D1lNEiTHiUg8<J&fRu!4~cL#kf;#yOI00umnMnJ6Oy_U~q&=
z0F0A2INtt|_-Cr|aGiz8%$#EKF)(6pe@-KK5G-+GZ3GZ^iTrj1jtpAIBYBUpy}=|{
z6EX=rAri&RWJjsK1d|w$Y)#<7;Rq4xH?&4QAWWO$M4gKONblbhYzv8q#DZ;OJQv0w
zP3P3flQD?F^oblH*Ic2C>_LO-04Kcv0J_j*jtu_*lOTa?iJ7&`+t+eQ#}J$WFhGsW
zMdKtGk=PM@o&yo~+=(An)-hlv*8R{k!Vx@gIR?;sgvS1six>bwDu0O`?>3x)b8>du
zV2Q~P0NC4ey@(cx1kJA^Kr_6N`3rW7*x*ExV}v2%1~!r}0!h9yE$OrY!uoCq$Jm@4
zoW-nh*vxPPHkcjk1Y6V)K`=kJJQH(x>@F=Ak%+$Wn2<ySA>Pt`jpj)Z4$){blj<*T
zZusf&2jj29=fih_e-xbiQOPg(apV0zFVymdCogK+)~U>zBYfG)kMqYXr<<C4mngY^
zO{mwoW}2f@p`_D!i&?5dY3f+5W|pRwrIvg{2h<IOV9d;1V|(_G=<&MiJ|*~%%v`IX
zaxXA*{{TAc+>y%9uCtbTKUwCjb5rF`T&i-8pH5v?gUi*`)f!HbP`y5qmVs{R^px(d
zj+&mBtg_2!M-hn0#-`R`3&Sg@sc58DOqq>HsiR#)`syQ3H4@}e&P?fPq@0?SOPZ;w
zmp8P8b^rmw_S4f;skFwPbg6QYG@7(blvcU2iU>+2s3>|R1(c|$g5Wi-4d;cPD|m_E
zk3RDM0E!+I^H!(H9RC2y>(m_3IiE)?Cs5NBs_9kw7Ni&zY}8Y!HTpiOsA;t=Jj<wd
zlC9>Jf)+;<JWKH_o_t^Do?`JU#I9ni=FWNM%C@WdkC^M4q-L{KtY(s$g}R!S=qYI_
zL!y$Bouw9-Kwp*?;8TimXP|sAczfZWirzkWW#QM1ULY~yXNH{Hueqi3XNYxro{OQ<
z@}&~=y7y_dDxFuDz|g2E{{UFCM^5!drl#po)9UMal0(S9__6TU!cPajAv{U&+rYmR
zY5ZsKvz2SKT0U3tE|RB8t)=EwRdTk8sOzSiP|%dE8&Rjx`IfU-&=}P8r8%c+P3dW`
zqjA<M8*uIYZwDJvD1Aiz@GAf{e$yCQ`##4;A|(2Xv7sZ;gX^<BVK`c<LevWC(IBNO
zm^6AyZ)kcSL;jd(%+F8i<-J%>3G^nbu*2}DwkgWo-e5xlM|yAJ^WjB*qx!ev1z!=m
zdcG@K=FKxsZ{g^39*WIEIew#_wQgOgd-*WuEuLo7E8OLpT5fUuWl63hmvntCuP;%p
zdso*qtref2f<gLhZX{djHZVXJ8|No7V8x8dgEJ;(2c!&Q@quaEd_U%)$ej7fJn{Ou
zooo3W&AhkGKdNe6@@e&7<o>fotNyKh;>|~t&3DO~SDg%07Ta}7@?7ci&)R~9yA79%
zu5Kk;jm)gXtFbC6HJ+;{)MQVWFV*l`S(0SRK%%Bxr3n*i1j*ymEmP*qBefc&$(tcH
zB~#|rs%-hw<tA^VN1{r?dla(D5|QYol(H1CrTt=7r8C8i2QzB)0JrCS-8z6u>1)zz
z*jhpAf)=2(fM@ALi2$i&0#!VF_rVW{Z-ZW1_*n6?!haS18NZbtJ#*Xq*yo1cG|+yc
zalSzsuPJD{M=Uhh)mx~op{LM!o`+M{>jsxdw`(bNdWI?L=<5*8O+P63;`q6H<4?v)
z4;U(ZG3B2L>L_^&mbn#txyrhgex;{XwaWDxx9a^-$17>+5lr)XW}!o(Geto~NkGP(
zqR<4gs)JJd*?$E807v(azCQdkc**fw$SLH7_+{XQM>Vs~6xz=*y{7X`OMH#U)czs!
zWnP7)4Kk*Rwx37k%Kb5GMP93?Rae$(H1wKHHlSG47e&EhwNw>bIfYg2v0lk8b#@Ul
zbs{n4N;J5^sz<6}#}&huPKxPsYI`!&fCP%95+=$C3JKa&Op`K(o^C4mYLzybN|q}M
zeH}@dJsgi%kWeP2OJG1`OiT8X04?O&o>J69Mx#x7lUk)D4>L}8&T+6puIn~Z6go_$
zCCI@cVL)}S9zGQQA^sT8DgOY&*M)q^;hE>Qby|*7I`GrT)|$|UmUWcVey^>o@}JVb
zUFknPPf{4Dr~P3|<}w4RJa9T{%Bm+k+DeD%+`@|vxXCG-q=wd#K@ti{!B<vz^;eFc
z8h;QU6zSxee~C_dt?^Zl4)luc6O-Mp({vpgvqz-V#+;o_sIQmwttGuvSk(@ZrJYk;
z)st1N>VF|lE43Ps!yz4puiKu~!aYOTKE?k4Pxkk%`scMj)zj?1WO^U;L;jcB_5T1}
zW~c1>yUlSM$)30C6yAr`y;tzwx#>MGtbQQ%e^%^%5BEp(-k10d*!t0%_)7Tg@xS24
zgT>7w!ZtZ3w@UG|LDRGjccAAz2CrFd#x#91o3zayvrDMcwVe{Wg1<{gI_ouTkyP~+
zO<1G-V?$d=!l_;Hk=)O>q)8DVOx#;z5Oc@9ehB;o_*VFX@q)XPe1G_WbK(1vmC5z`
zmXpj{wN8hniq3CFyURL$naj^>di!o@T6H}}nW^h~tF^V|4K&t@u<cVQD|mTB#ePfE
zc^||+eC6I))rU25UW3k@)1h*oIMWrsL(KfUq-(Xb8ZN(2Rq}drme#SSF-xenT+`?r
zQfdJ-bi{^}$Iu)KPSa!ZXt3F|*yUX=6<dws0}iN@BN3M>RLVRzwTP-(X=`dJWFb;L
z9Jz~|B2Y>u0F<N;jGt6ZePU%uQYz+4r<+wj&@CvQl%-OnJo1q)YUQ95c2c6GqyTIK
zdY8uk0D^}68TeH2C*o}Q)ybUN_l?yW6DaVvO4F*C=H5_mSmn)Qm|m;aD$!qGL}}<1
zr8B3k6%FaNRZePjbrf{Yvej^;@=qpsnc_c(4r-5hd(Zsq$ZqSD59ylIyqV2f=PSFc
zX_XX}lr<WDrsjuTLajoD`YlGjk?KmK?K`xU)wJ$3rfOYFnp6=VNw^9C;DSI9cLEF>
zjNU;Ucb|q25WF(*r^n9>yhZVk!}dH?@XwU>=QU1j@cOGu(RI2`YNJk@Ud1+>RiyJ7
zIvsl-tY4z2d5ujjQmM8T*3<AASJ5=sjSdTmj8bvh%9NZ+wnZ?Yp`lewkg2sa7(BTF
zMwN3VB{Hcc)l?`M(?Fj%ppp|pC&{Is>k2rO!Rr%IFVM-9W+BxwO)5|cmQ;`vDKi#b
zYWnIT?ZL8VH<`>G#rBbF$jpFv`Umj|@dNOe;xEF7!;giY6ns0M4t^kfH`DoYkHx<h
zsWd)T(WpE@I&O>1x_-23YN&M$W12aeP}cRD-4mGAt?P9fN6Wl59Tlw|I#!>{sMGxE
z@jcJ}75Jm$w}>41;E#sPcthc5Fjr|$a)*aB%ri{iEzwZ&_K~Jlwzes?4NjFc8iuJw
zU943aTF;eTReS2DrlDa?(9>i&1K~H~6U83|yh-?p<WCLjwciH3BB-dO@e7`RU2?{o
zMWR(wP*7@hl(hP8udZqO?!8e#r)s)gcB0oVX_~v5buOVrQCyZAsbx#r*NiT*pJuVl
zeti9&n@3eeS4~S<i=z!hyjK&Z^+{MxBj{>{9w9%{)f!oJo|2+e>cpqj{UW;sS|<v5
zsGzH?TIiK3WT~>{&8ZRsYA4I|X{Mjqndql4wJ^&P`%6luf!OU9eqrIKhP?6P4?J@3
zhTa<T^<Oq~&o<S&LCd_mK<yh9y0v38l{$lz)Xvw`Qd0*7B^^VFOSLVP`DL_AszMcz
z@q5A_5&Q)4ADVn5@pF~x`7gvyORJ@#=3ZK@tJABW)8DSssP&2kroTw6)O4!)O+!l5
zXf-Md{WiX`g1UyXo~n|e)*ecijquaNzIpI}o_Tk~pAET&uavpxl&ajW<=$eUYLV*A
zCb9ZTninc*o3Ey;r7oIUs)m7foxqPUIDmzr3r)w0ek%Bf<8MCe{wMgY&3d0ZbN>J|
zFHc`Eb3U+GI)<jbBT1mpw9@y=vrSCeD0FQvPt$3eVTO>+B^wPP03>nCA8q?>EO4*A
z&t)&P2&?wrw*74#f|CBAFrh)|J79xWYRVXiAwceb(*10ItNM?tm;KY${cqBS{{Z?v
zujpO>0Q#Phzk{E?JOuG7pTzD&tmN)tN-JyVG>7?jTcT5^&egegx`kS5>d9AAi#0Tk
zJx5lw^{o!6E}o+56h1q6-Qfo@_&Luyw=U|GHR;k9RZ&sPTFpys26e3wZn~-(#63zr
zR6M2-MN<g!jXTXc+Sq5yC{Nn2(O=<*!tXxw$BA0c#Gj9p{sw;}^j#IMOG}!a6${+q
zSInbcrqtR)8m5_DLtRbFu4$T0O<e;|((1Lpty!nj%2rpX>7KDqCvxXG=ruY=Gw8Zr
zwW7Y4=;}26R)LDjdWI?xmtAf4Dw|qiMPX2+1tG@Ta0I-{92k4FyIW24HT0FVaxlCq
zuBQOSQ$tr@M7eXQq{*(SmTHN@D;FtrwMnN%K~km5bfGmOj&h|gnJXUYv%ZVz69!ft
zK7832*3EheDyy4IG}F}6Rmv-;{3^t>)DW2+ij_!Q!%sF^6rfc<(Z}+J4eoo$7#2{q
zqB|2AGrTclxCd>BH^fFDTKjKryS^>{j-LkknKhMsiC?O64zTHc#u;JdYZ@P(<7z1t
z6gq?7JVKrgq^6rxrDdcgF1E^^6(+iW34Rm!ZSaYt`2O$3Kf=C=@mr^Jmn$)(cyV9L
zx;Bf=)%=lNr_|I}J*~A#%rq3b-j!8S+j?uyRr1|4)nb~8w@Y#L>GhhUPI?_L)27H`
zI8@5aEj4v`q8CbudpkVR;n<Z)pHV78#VqQ{=)-53C|c*KD6H)iN>BhPXa}uh+aa`g
zB$@NmhE2tjC<2j&trLA9^pet|JujnFu!JbhQJjQ=gef6PRD2+rxh7*WHk-i$)|ddB
z3>@S%eLAC7)pXq|jRnfhOHibtrfDfligo&`gfPkw+SG(PwJpSk+9f_}ickcoOm$jS
zQED~x#+ss$4AxaL(-llq)4b9U;Zsex-AYpXZXva{RF_bfQWgrwQJy`$;8(%V!~^`l
z;b+BlXNUDv-wyQNCvvNGULwC+Mf$04>3rQsO;M-(tt~}Hu7~QYX&0uj^5|QjYO&VM
zb#)aoYATuZ>}wvw@N6+v)s>W#ikmHRs1a8_RIgmFRXoYm^i<($27OHb07O$Ro>^4M
zgeV~^DUQD>GQDP+MCquMC)P-%N|!M*!sgGIiD{KAtf#j%e^{Xj1#4$YNCXeKe5a#P
z^6xM5{{Sw~Aq~-J`d*!-(zeWbX=09@s&;}Dlr|QgmcjEBl&!#g#}AmL9zGTPd~@|j
zIs8ED+G=W+?wQGybX>VY&|9UXIMZgbzFKjXf+~?+R`oO8AxUrLlFG@cYN5wI@X%BR
z)G(l+q?IS6f(lAhBq$mBfe{9O9FOLs$J0?;<L`{kr7NhYbH$$!DcfzNON;XPw^gU7
zZ7rcPr3Tw=utG|eVxprYVt?H0K#JY7#<5C~>1t^3iHee?4${3oBUvdkrvgW7(iw8s
zESGX7s>S2mev@aKd<ue+QzBIA#D#>}K8~6~iV#L!fTbj{v!rgf9X5hQES+Z{n{C*z
zW7I6QThyp6O6|ROB32}5>{+9V8nw47Ma>d>C6QRw2BlWjt}RAUN{fmrYF6=ldEf8-
zpMUOLxn1XR9>=vZYu6S4PfOP_82#`YCNZkAeu}VrEhgdUTDp}wg)ikCwI<fl(UMnn
z!bloVt|JnfGCNRh11`vks?i+KE`QF;h%x_jGU1E%CeBe_zRn|ZMHk7F6uC?N$_0p+
z1}Bg=fMW-G*Yb!L!Jt)h2Lsl%SQe)-29N=S1*TLDDjv$-mjvivKmYcRdXFyFB!erJ
z<q>5b)VNf!sHR3-g6i>KV1cT(Er1P-5DjIk!9qvG(=7)>J7*!X(#a;U5%=VINtW$V
z>bFpRWDvAn&bC;}^|s_E6cBL#A~83-pg@K7)6if4-ckx(^%3xL=G0Ef#FgGHpC{Nk
z)uz($p6rO`!L0Q^cIbLj)y5>LlJ`2>>aPyhYrRSqw?)qX4x61vV~aXMmzpX(-<^1<
zvES-k_9y14mg?n;nuGP8WcZrbH@H@komfHN{Xh+c|GO#Pou66LKxLtG&)Y(rKN(HK
z9|zTEW{sof;k2(D;g$Ncret*#D>xGr`$F}ZpwF>=C9c%4+GH-n7==|;OU3#9nC^k2
ziR^sehTtBfA!)N)J!VOgzf~E(MvoU$q*}O!B{MSHc7m&0tTZ3BNB{#lbB#mBF?IcQ
zBCkka1X~c!e$=r~KNad;A^NWC%Nn|??jugzeM4aechK&mpLK(sUDbQ4MVRJ)XUSO|
z?mg?CCIvvO@HV7a!{OcSHI7)?PRzyw(Yf=sb*TbVo$&~V+q)WWpiN?g$4<#Qy6c)n
z0ciatuyxjP)+g}L%5=N2u~btRyJGiPxhd_d5K!8k{)$X!_`M~Wz*A5>pXK*oHb04n
zZdUcPe~bHKoE=P|?UtmB^1P3Ai}GsXLyHV8>zQ%6^|oSkWy4eCW9c0lzom_=FD51?
z8gk{ahMw<CHim%bQ>EPSDRsuJukJ@oZcdvM&a=l?Pa4ZAaUB_QxhFPwQmu70-`*1H
zW4(%7zCc*3a@Ff6xk-KA`_rA?d^gtlbeFZ*N|fq#M?-P{7TR@d9*U$wTi=1*oVx(M
zO|vmfeQBH1V`{Vm_5c~5{dz=}i+?L!5=)*dQsyb4G`CyZCDiW1&VOp7YGL_Wge_DA
z7?4*svx!pRc{wIie$IdHKHaJOBSWH0<(08s8GjI*0+H-t;H@|L6JY>Nwl1!jen)9R
zXvnkb!6m@0zgqdam@ECDvO1<+dXAl8B9BR`q2#Y2qrK3fWy;dbOMIh9ogRHF-#~i_
z%93<1k4+dLd=F?0X349etf0EY_d!`+2#eFE4tD$p*k@+~3Dp*}R0k!fjrCGYef-Ya
zn#<SU+IF{Jrqeoj<Q<X7fv+@yW(!za9>ehK`WGrJ!lxde!M2ofPpYb-3+O(12Sm{M
zaKVIGetgyiCuqY4-W=z8vb}1Mbu9&3jvEC4tg$%6@3+Rux=`Ak;w+YIIWon2U?DP~
z%uv_?>-x(9zEs7(U)LC!D_*ygKY#wg!Md#$4t>AT;^PpC0awoK$X}_!>Io7j>`zak
zCDlx4h4bd5O4%RG;t!*_P0H!_B-UB#Hkz(k<*kz+NN3zwyH!5D=K2O}KQ$?t)ZEmC
zQ=D^be7$BQT?a-_m%6BT7ZB%gX+_U=xc`zix&|3y<MSfAZl$PyZL|!Ed8cEEhFLvb
zkRf)kdgh>W(Aggw+pDdoyH9A)byyFWxpFeR1^Q2%)@8f&yV=CAYq?hTk&mqiWJqBV
zF&Z%=0yLFHH9o9GLQxk&Cb>Ywi2X@D*d#eLZ!F?k29GZr8XyMzLS&}Ja6Xh{D7JC{
zSt&w_E<ic#aIknj@yKTj2p$z`EVU9w=Ca^{Pc87={#@O_@Xza$mYY}ReNx`BucK`J
z&WQN0KJoXpY(8HYc$Pb$eAt0cs>d)#EnvjZ@z!D;8tX!|sk8p>1+|s<>#>oNx^nnk
zODpI>>Z;IgQ;?GSQM7MFij42v{h8SwtaS^>1XFodROMNQr2p$<$W-x}LD=AJtuR;=
zHh<D(Rd@m(_eIo4^jI~8o6o`3D^LyYfFxn9_p=OwC^RVp>is(Fd9kiV9!hfu<<tv~
z0h|O{Ps)BcBz6bS<f0@M)GsF=%>Ienrkk7Be4P!lTHo~b`9Zkst~7z2P`xQNtJbNX
z0WSP0`J`ueA<=BdniS3M{9ZoQR>NB9m1_v$y_tB1%N<uBaI?fL3@ID!z6mK%&GkIk
z9C`g{OakgbDNqR`mMZAVynNi6_kD43pg>PPwJ!TPR75{D2s2~Jjs?LX>!d}zq?wMi
z#3iWk81e*)rjq3&BW;ED(D152&)1v|oeuddzX4S!ULW(AfBGt$VzntL2i+!KxiorL
z6N+cy<KrrzI@r_sI+IZ;t<Mn=J0T2qX7j!U7oQEQsu~vL*UDP&<nCoWpQn=aQj*D1
z&Pe(X;KiizhL+Nkf3WZS6O!|yTqUyLIP>uW$@-0VwB8~oEw+2iwfjGu4Ue>Am*1_!
zsA@JpG&0BdcwAVQVBMz)U0YVIZP}6)^%0T^LQD7U*cxzyL?3rI`U*pyBzQzk2SjWd
zii7KSDou|TSZRbM_2D|2Y>O@M4dRe;BXOR>-JDGv+*JQdevpVj%?OJ)Izs+4Mi!OV
zAj>I^7~53;QrdDq;iE?0^9*owM#gXdDAS2q#g}&v_j}@F`L0<zse=Z#W5hIhfKjnd
zDo?kNm45&Rd?MCuBXA&UD?-zC4&htkC4oTC?Q+fqC;#l|65z9b2}c9p@0^4*?Buht
zU-NZqoHzlxS-J&c*yZ<W+f9((ngX$of_8`0)&!i{yDBSUX9MQXR|W;C6gbAGh{x$q
z^b)ws*RX-6a?Y#80Ztr^)+rj*05&FWFSe}?y<ZLVy5?V+|4yvMwU!loNkg99tm_Nt
zvBzLO?FL+iK<fg1RCHgznXmHXA)bU8pY%)R!|KY~-~BLwqM3n}(3C-UZ2q5Jap2CD
zmDL4I0P;n_L(a!Tbb9=_V)z#XeaSC7_Vz8Rf_Gu=A;er%MhmuK+C+WFrpC~3s3A(2
z1ke=>mZ$7<#t647L{*hDbkZpFeEwMH+royp&@?x!nO`6^sSJ^@`Rc71c<Zd-ws>zX
zy<WG8H)E6Y;mdELLs}Hwoa(&i_-$aOPVGU{;GSLqeiiCp&|Zm{l(W<rS1)&(SR!w^
zQs`1BqPtZ(6CC}dsH&{Mh9GeqZD-Ip8!~Dtb7C2_U2yz><<f97#%@c~Y_pt6Ww{_+
zuSEQ74N2QR)n4Z?6YgIm?g(eioH^o1!7R+~6fHB>na$4cs^&{tnK&>A<mGrj6#FN^
z>Nw@H+Whv;1iK7W#vKZWkLBSm+|dc`vdu-j{m2=(RNJ&baH<J3&D|U-BF@Uh37b@S
zs}|-5S4{&_Vsl}+DgaOsD_lIM2ERHCWdXU@Co|~>PXfA056!tl<5sD8uQ^MIKSSN$
zNswXk*j$7uRWjlfgT_x(d}0Xkjj*o!^UCu2U42YKN8HT9lnt)jvI^^FQB{e>9G(7i
z+*p1=PCKloUA)&vTDIyRreNLW)=mH+)gvc2=zI5*$_&n(&O;B?J~r|BUTPnHE*F#6
zI`=(j?XlW?^eUyJ!T*5|S8Kx`g!L=^QtOxIRdbdG6|*t;xe#DMRDlBBepc<A-88<u
z0dB~gxPh-beVU!>rvbxpwj3)X&||d@H-!G;F?X6UIgpMBZ}P`QpqAO_yDj4^LRr|Z
z+(!3NA4KY-DP}FELL{(Mq@=cf<aLXQf>l-lm?^Ht1U456g)i!{%WDC;`MPgk>Ydx3
zCmlW-Fn`gY^+}5>O8LsCoK9W5Zb2mmxzFmuxk;_?RivocAl8haQdMuW%a$L(;u}1;
zJX6&4%(RB!dz@&UHV~$CJ2yvL@Nl5_M3Ga#e?Zpsj}Xmp@yj2p_ti3nSfp=m`LX!(
zK8M|m-@zY#sHniz;07KMTw6l^)DfpGK_H8?;E_IebQvrk3I#&2L7pI_B7z9R<&PJN
zm_nfyag@<QBS@f!?t-P_(?_PP!k-J7SRq+SHKTdZyjqfX$VHCs1(2VKl6x>Hx`*H=
z#Pme;X;^F$WQ-&r$$dY@d51qBRq&S}_wpYOx%RWWVw$hxG`HO}n<-N%S?@m0exK6v
zp>SC6uxn35pEc6>+e+#w^FGfT*&KkZGtWnFx%cBu)I#I?q6B@nq(^rI0IhC>L9(`|
z?qrI(Qacj9VkJjj#By}N(EO)5_d=n#ssxs1p@e*L8X-2M#rNRZOWk=a*wXf^X3Y$Q
z7ylec!=$f18if_;Z%D3R%rSSePL?(MI+7g~G4$j=K;XylK`G~v!m{ab%^b5sF(aER
z-(k{w(X5kUa7W9_P7Ci5hwi4rn%4{7JRyEH2-!T-2B(zT=q4@QIV|pr&F{*SN*!%y
zx(@Buyej@%i;Bp^Il8<fPG$}cCK2<~eSmRc;oiW2qyt<a5ubl+_CE8;n~f#Q&Lpfc
ze=U>gi^M=m?#k(dquEMMNxg!W1}Rg|vVVTn3Jju?u8Nwz2K@jd0{N)1v20dNVOe6u
zyziWASz)kjp#mJNBRN}<t6}NUQ9<jS6;YxB<pR%Vz8Z;`lqEKn7fTYnGlWp1m?D~>
zF~0Yor35R~w<0cPB3Ol=2!nNRcgzzb%+m9K4HpqYo$E<Sx}{IGp^1+x8bF{OiGXSp
ze?p6h&N|Hys)02(81;ed^$hF$I#~#O60OUPG!C5Ot;&mgUJQaxzFtJ6++GMz>v0Hc
ztc-C0TAM1c`e<6|s_LdPIRw}AeYK!O{?uiq{a)o;(i)E1^x=BaF$V?Edgk|~U~O**
zKvV8O2_K<3;2AW>wk0fkdM13ndi3IV5e!#EZSNuXFT&La5${@sPW$Za%3~5>%zQ(r
z@{V}9_pcjO(@cV#C!B4}(ojZ&3HS8DXN63UT8{cgGG{bQQ#oX0wM)hzWI4~Yx>zY8
z_NfVeioMy{Ka)(_ycW$)6R19Mv~GPn01ZWr+1=sUaFbEW(%Dc%YNU1zxpn<8XyQmM
zyF>oqvHP~ld+ImY9L<7B{8`f4lzU#JM?28%#BfSDbGx1V9A7$idd%Ou$9Y0E^@x)+
ziKf(Mr5buJd79c!*6BXblml7hOj7+lf0tB2<}6!iALe*-vKGf@dYX$&e6j4d>Mz^1
z<*vOJ#+~4{Q2Vd{`RN|z-K_he)U2zgNXncfm9;nVIe}5B!#ka>I`6-&MmrlXM<r6O
z?cGrqmur`E$(-fnP%N7ba{ELjce_wPuss#OxbiV4w2Uc^nU-owKUc&||Blc%vt_b&
z89<IG!MOjG!-fFuX<TkpKc}?dk=)hwBCT5Jh}zA<H~*FodPp|Aba$S%#bSNdSna1l
zeYf8v`lkQ8ipT56ul821BzS)Nrhh6FoAcoMPYi#tqlWg9JMCU)ZJaR8Ykeo*STgZc
z!S-&?eqQD*|I>@AUQTLPGGr=Jg<Kg5kb8RLAJhH&ig<lHs)hS}QTvZ?+<~2zCNX@V
z<nM&o=5p}6_UZ6s3Wf3;v2?CVK90W=Ukr?9bWeS6rN$jkncelxH13UP<ek)Z5z6r#
zYA+ED!viwB9R-aZwaXbbp*W+b^-?@<cukqrO@>Na5s)izIwr2PPpQB7eaiSfRe<It
zD}}Q=!x0BL<(Q$&?%jJVg_rxMg7_!?g>PP{vjnCVGraNh`d3`Kb*WGC`~9P3GJ<~~
z^B)vKvK&&K{ad1<EHUms{`H{m?)ufcZmm_t{dA`k8T>asZG(D-dLw+iiyZ6j>a<*Y
zv-0H!SC5gzuHG@%v+=fmgj^p_NC&6N;_8;6b~+^UYCo4casNs{6wl;I?afb?*#3Uq
zFV1KsG$SeTj5E&QoOT~6=cSn_v$LPrMx&>JAuV4cds=nW_F6LDKfP(*vn(BL+&UF%
z%;Y9O{f}otGRk%@oI=zx^A8R4lF>Iaxf=qHm34(~_MQUvvtwiZJA1!TNpdK!tm>re
zr{BGkAf-%;=PofoQ>Lz+1>sjXDFeBU@h=}MiMTD^*(ZkTiVDSv3{E{U?*vh_T%Ujc
z87mw+yb4|Z4`8Lr&~uRw8k+b;(Z1sTa(rZP{<2w1Uq$2+IVvjmnTz_G9kkacNAX+h
z619Bmrz+pxmb%g;Y3M2$-Y5AV0GH`<+2S*1+L~C{9v?n8EGq;dW7di#{k7&t_TB}J
zF@|hiz50VGyt(}!z-P`~`-GE&l{>J`xOk$skeT}#pjY<BM~+PS>O<B`!oMWf-*YiA
zKfdErnX7e6mh?NR{f|M{dmDpN0{z9tT3)OHH$Q6TP&ys1yN{$(G>?^}QjwW0EUtj1
zV_QQ9&)y7P=c@Z;QgQN=K*B{Q&Jk&Uq*5lc9LMpS{!<Rl!p@;alNXmwsadYH_|so9
z>g4?2dMP8<gf5UT1jz&FcsvgkSM0!y@-29LEt_NuTZ5203Up6*=&}hUYrGa5%cQ_1
z{X9hIy4jiLs3S4Nm{RQem{KE*qCvw#wDD19>`z$`e{N((?<rMax;gzq*Xc-ZfNTE`
z!|Qi_%xj{rRX!qb6yN|Pcc!0C@!H$Gd#wKfn(gAhSjhXieY!HtYxt_*X6eGuCl;4h
zvq(dmmEvI~d;^&Dl{;{9IdDENzjb3dkP6y5Un4Hs0n1@yd_uF<b@r9JpTY1Is=<K5
z!r8X#9=jJG{37mW!~spf4H|%yIgR1-T{GFYvkeUx=3^|QFep&885}3;UYz+)N4oPx
zSNgXVPMPqo^jA=|z}3EXyAn>p(+64{ptNY6(i#_cu<20Ynz^&P*V0hR9HG+O`$^P4
z0r(FfH`W-RlsL2e;Z{vWX|5uTk^1WOe}Hs9f3x}bZPZUeOUq`oRHxZ0<yQaDPu_lK
z<S6$TEY(R?B(f#fj9jPX@=u&X=p*_VHMZ1lMUJh0>t+4Plq?d8<fK-l<QXe(UwUF}
z+EB<MEh6wGSM>cV!*;?MU_!fnkLqlB|M4l~ztfj%onthei>H}PNjC<n&OutvYB9V=
zpIZCr$^PDj#3zz}?M14K_cANSL9{c64iwJ@5@N-LawD%&Q-2#O-n~b;1z_@g<WfGi
zQo<^r6vT9sLS&FiV4GadFK%F%ZY!wdH-yEH33Mszu9N&`g7i(}F9C#RmhR)(1fT%H
zC(AeOnNvUZlWBGeYUb!HMfSg3>Hn7g5)#l9{rqZ-LWG9gSg!aEwamxTH#)q14Bhki
z9|1|~{l*->{8{lon9F_d2yw`|$*u9zkFko(__HWw3d%Ax-WTy#yxmN-;l2`Z7Uw$H
zdvock%hi+rS)PFQqI-N)?wae(z2BNE`e(;VAK&nkys4r=9Qc<wRbZFSy19|rrrzf`
zrX`^`7IWzE4KdSKgci!Bvq__wOHDnRzoijahSqpOM<@qVQmRD?E>D|pTI(INtom3^
zQc#g9*SHR$nZ)auj8gpc5Z0$hLX&d}sfp0Icx3y}jz@x4mI_CgL$Fy>r4z1T)x5Uj
z6JAmdJ>GJM;-?o&rC?Lq$;$T{uW_lw*FV2JB?Cn%O@nh|YsCP2;E!?y6lJa;?tXZ8
zb)AoD9g28S;3QkCn=ZfPUg+0Ms~;l9m_^Gea<h_0!eYBr&D4GB&j~A7&s(x`W6=jm
z86t{hpb0!7&pXC?kdgeL>Orbk&<|E&1RI#-337+dX6j`Q%d9gcf3)Q>=DOwMUAGMl
zEtUBA$ibQWeu^w-LMyMjnmH(hihmgX56BkDFx(CK$JlT9&y%A(2+1Kx7caLPzrqNR
za%<*T67<fGJX>ap|0vk`J?J*o0~t-^|G=8BEHzJgQ@pi;mXxJrmH?|ma+C;HhAwl!
z@o;GzQd%vRA~29YkQM)tDbP7kGi5LQ&YN|bpj9#|KuZ#ZAZf+UG=-{Pf1n;T(5rO&
zbe~yq-P5f98gSDu+m)=CJG(#i@)u-SG5dw68sLH73tf&M|5khZZ6^X>nt8g#oh>qq
zj~Rv{Pxi^fZoG2VKE52`{LK%ECJa>!1qka2^54~&{NBej8C`WA&vE^cpLb!sw2ksb
z@$xySuw-C@c0+X4(~Ms~!H*|tH99>(r#;<%93%8><i$(g`J5z~_a_7WlQqlU@%%Ju
z2hsfhY|B6UPV}Gk@>uoB-WU<MRnwoy&#89PvCojMw8BwZj_>jK8>97L0o^0=#W-UD
z&lzn>&`|Ag8=c~dY+uJ8{sPAM2xGN_1`5%c8$Yt!!d9JMQZ)N*N0$5`hYatxY6Ein
znD6i3X&nq*6=HsD7nbG7?-xm?k_`x*FeQk{axfmX#3{cAASoxbl|>*2&j1NQR3srm
zOZrRmAZIuAd)%VHKhKnoCeRJHbHZ(q;X@A%BwFfbRP6K!e-o_?xas}ccG>l6X6E5(
z*7nhPY8D8FR!lK?K3_SrULl0t6X{@sCI;uL##CeAT6#{H1?fFu4+cL$oGUt~@pUCl
zEgFl8W|Xt|H0(X^pt}@E3#Bu{bTes6Upkx%9je(Lx_w0dHNEy+Xusunuy29c=HbFP
z%-pW@om&!V+^t1d5so8XxA16@fD2Z51=iF*`-n{((}Zf81xknkm2YbWp_?{Hmv!YY
z?0Z*>CVD2LzKq##H?&mm9AB7a%{Pr*40yKHw$$vvD&;#oi_-r8_8IEF<t!BzY3xm7
zeiw#Z9Boef!urz-_3i17xQ&jJRCAC7PJ#oQ&}d-5jL{YUF%0%VTIE{GPwW+d>5RGE
z8*ArGb$^VS^5@?lDG|w42_gw?=<^rJNa{zFj?bQ^?%qD-brzi=38ixT4?re%K%X;f
z{~thhW*4rhl0jlJ*bOB4QsIt5(<$v?PbW+EWuYIO97g3=Mz<BQxEN4F{WRA!6RrSP
zu<p<Bm%gwQe#n~DDYZ$3<=g6EQJKwer+$5>5of^8y7Fm)Ywy+rull+9c1fs}8rFwx
zxE2>e%I}VrLBY(iUbo^d@?u{72e?w>IZVtedQx39DY<if>#{X3Jg2p+psXjWXrl6B
zJZj}DLLzvnW1Qal+Prym4pCjifm0Z*vGB^6CL#*ry(H>_N0&@ZOzUy8Cp@aSvW|rA
z<TI~buR5%Q-f>HCK8)yh;e$gY-6KBxg5dEW2oKKZqtpZJ6drh9G0tUVA|=^b6|3(m
z|M*fiQ=6C3B)c=43Urk~3pKD1#Pvs%qeg-O_n_GH7TS!KN;ZuWeU~I*&+evqLZycH
zom_r%AY_xgBKPN4Sr}4L{53Svbmvyue}JSl_HG7svzmk4L4~JP?Hz4-$Bj?@x-GUu
z+H+D%1#O$=<%uG@KHRR^L>`d2S3XI?ScmdBo>tSd&ue_$k-rdz&Yryd_xZA??rB-#
z#O2qjKW)-~w;eZ21(6{cN(Co9NX(PW>XYsa5MrVfo0g`p06CkO)!Le^Y`ra6BZN3I
zR|$$$_wk+&Un^>VRicnI^G?6it|(;Oyf8$5>dp7YX5*qg1g^0L`u6+2Brae-XK6Li
zw3TgRw5#Dj$>xC72=qPYT1iYL7uJaV(ZR(>v2&~#eh!^F3bC^93y}=6tp6by2@Yr6
z$$a<OtGZ%AETojHrQ@s4!lG_%)_~)0Tw@#67i>t_-rXxqe=TbIVpDU%g|{d=1VOAB
zK0Xg+*Tj0z<g{0zTtdLILf~Sx)@W|S_FR#fDG?8M)CTLOhz-hsLCM<+&H2LUiGk{t
zSX@G-bfR?LJ)qr}>fU#vSDv&g<U>NMnqSY)9u4BIDZ6bx)<m(tn@DXim)xa4L{}FB
z+p)05BiZ83k2UWqrjJYocrZ0C$3egqY;_~{Nkd1PVo6Q41B+wh!E3Vx{P1zEkm=UO
zBezVYud#jQY~faU;ZFUGUIz>1fBm!CzmH!V1hw{zTz;y4`bwFD1=V%=ddpPL)Xi|=
z6Aiu98qU{Oy#@t#GNwH2X{^pxV*4n8-k2j;iJ@&wFrR7`&_#)NiXR$#AVZFQOg1E{
z3nWA2p))l_;gvyObhK>tRH5vaAQiYAiW6LtXRN<2WeP@r{&o5YEO@YGLFHaS^Gkew
zprLYU3p8c~8|q}p`1UGtcw*=BbNvqXPa)1OU55^ZHLk^oEB>Sjg)ItDD&i53^(Qgc
zwB7gZ&y^0Jw+$qPxr{nWqI+^$x=kYUNRX%%O1QxZI;|j2Oebhn`#yl$SbnI)FF&x5
zGl8}G0KILj#eC|-ft`mNPReZ?d@ok{gN{_$Z{3%hyt_MYzq%ml9l{=hcqG*}wzL<6
zUroWx*)%LIrSS+WU@K}Oniqg&q|}Z7`?kD|S2LtjrPHx7^9k$E0IYo8ELJAl!Ccy!
zWCZLdOqZw&!DhK&Xhi=B_9-ScJt6;|HW4zig?@~(3iY0qLTt`OxJ%58Sz6dv3z5k_
zd=1ce3$|wa_(DMA%<6D=<YK?qK<gtf>fmam!|?5pEQ3oEFMiL`Zx>so$*(r~8C|<M
zszKIKG!AKpTYmmzS-<7eApi7_ICd~D?IOa|uzX-8{#%>;Ic9R@<@z?i7TULH@<kLW
zgqi($Lc?~V)coSCsHMo1+SuO`4xal1`|ZPy|5+R1@P`Xp0%dzWr%}-ND*n~oPPcQP
zL${4jd0d-pVMgEPVtP<V8D>pm!0N3VHcuBGJSBx^ebT)y1QF5DU2yP(*K}urLqv7~
z4#+X%Kwf&%_9No~oPgKRePun}LO1@vY8GePKswemQA=PVaMZ{yhJ-pbBv%q6ik>a|
zo$`4b2c{J3HDKv!1yer?J-*Uf(-8R#gNn4<&fj~Ofl^Rl-$5-w4E2#m3pOHt;JJHX
z^Exw!o5`~vFg>_Hs6l^kht=?vQ$b3jZHW)Yw2mxDls05`D*yf%_%#^Blgw!hWuo3l
z`Y?pLmeOQWcR3e7lrSdUdbfuAm3htoRWjY~Qn0UU;CTj#ENC%(<Txe%74G`;r@bdu
zwOrC?OwD*tmB;U9>kiSgvfwuQsZxJarY6_9)8r~WsVy7PCUx$xk%hZ<`V%57mAO?q
z_8&kABZJbq__#E#TGe^O!s^YZSjmUxKaRuGkJVut&3D(n+i0Gn8Z^erWRH~O!dk}Q
z@`OC|AT5m}sg|)Q0#22!BTW_VyEN_)Q$cF^noD*dLe%qQ*M1dCR?$Uc4-^i*9M~K(
zHL+9o`}bd5-{swm7S$uDa1~h9PI+gKGZLnc;QsQIFyB33S^I>Oufg;zsCr6M!Qn}h
zgHJ-78e&s|F{*C6n(oU(c(I>IId5r-$nzM1fKEDeH*D#6ZUmBsyU8Qo5B!L!wZ{%4
zC`a-(5V#M}-1~W6CC%n3B2R!x)<Er?_Uk6&_7T{+3>mA?41OmwH4PlkgA#n}sj96}
zUL=?0o^hyAgWTtReS7SR;{4=*Z=JPw=|2FKH)*O9Mo<qVjS2KrCsP$v3*?^~$!L7O
zJN0lHw<E?fDY%2rE9p53E~*}_-MrF+ZUL{jy3?9Wu=B(^F<jPK(g_a*eC8tG((o+%
zhBwwvGekw_hW6iDI$gRPqnWq4uH-I4hmSy*d7F-9HvGPNTmH-%7{+aR5@NBWy^{lj
z7J_npgWzG&re@+vHlqW+;^J?nU(nS{>AG{N+s_*pi0IbA+I>ni%J5Rr(%G`MurF!H
zUHBxlQjieD!9e~8!L&e1yL3l<iuorFLJ$^{Bi(2p3$cIx#nzD*X$D}{dF>Fbb5nlz
zGoTjrny}HQLrWCbh9-D`sGLFRwSlKYy}Tg}3!T!N8HTm@7h>vtL37AZ=t09w0+xk1
znp0rWw!{ECzR!y$q6{W0Pr~-U^=$YWo!>r;Un9vh82>sAMmyH!Ds)3_#CA{e<vScR
zyFA|+HCzSHX2`(Ju2E(g!sF^nwbKNvG*dI|srR()fG||`EWTT{ZtxcSW$--T^l`Vf
zZ&~{g;!w?S)0CsMLxa1(a;#&k+JThOGEkFD5;U7BA&7a)AG6=K(lcAq{^|bwlHzwt
zpUnNBM-rZOl)t7P_q;pwfq213ig1&T<-abiZkf_iV=$&bPs{nnDwkiTkmOMEXl9Ay
zwW?0X5RN%uf_t^pD^`?)>LcWzQO`Lr80SI3f6F)_E|nBT;2oXQdYfGz9eijv(38>~
za6rP)AU|%=0sjgP#MoXz)-;cBOVb0l6<aV*+h<!4EhMM+b)6NwF^E2GZr0pl{Dxx5
ztfr-EV!kQH^yqnN<*xcjgZJIGD(`(_(V8?dk4q#2JtHhpO9=5pU~vqZ&q*#@dQ#8m
z)YcnFOBdLmpndVm^<aD5rvE<xn>y>E=ujgf^7ZV9<LwW)ca2aY`%+r?OAE)8YVXUB
z4Rr>ywZYN4$id(SK3G*lU945pOyQrr9hadD1u){9ea{$TLBcn}NaoLVwI#|I!HC7|
zMi^E?DpHQGY)tB0KbSRPh~S)}G;oI}pT|VL?y`}E_zh8VcW_qTWG+Z;MhY^Jnp!Lq
z1Zkh;dgNgu)WCm($~fRgB9q<Pn~yp`Ye9pgc`jTUup{202-i;XJ2uwx;)P&Rt_2FR
zIiCEfUN+x0uk_#MXt$i_o-52AcR8pRAJVV$aAc1yp_4(4Gg5E7KRH}k*3k`$?fz`p
zBX3?<qQznwb-(yp=;ak<XoT>DsKLoQN@F~?%jqv;D$iqZ=iUb|2bYTY$Y<?O-x;lI
zDR|3=1j}DkT5%=dYE_DoUn_V5eH79x>tx66-~`xGmxtYW>jV;-p_#Z+CLZ=>Ln-s_
zL}uWjTOm>99g=efEAQiH08_Poo#qEjUMfoSp)*y}ubep^MFbNTY~T+zcPzK(;93?3
zr21=!!>x}ReCwg4=$YBptru$?;V-l7HXD@muJv}*>rC~m8jcj}>eT8K5J$o67aq@c
zRUN2*9B%{hOV5G}cDV=~h&k+n>D0DwZ|F;3uP&qk7$}qaRzloI?2V;%XH1r>H^O7M
z^!a*=EY3!xk~a&*&NiHDC53oB3oRoA+*##L5~VbhXgT+zB#sKrj^nU>-k332Uv@?N
z)S#aqj89r<<wTMN+^1}Wd2?LEv>(1ImpWQ)A$bf_mSTD)FH8t4pAFF7wN2BtK+ZY)
zx&=PTnX1=m*q#E{dM!J`k4kWWG+Rwdss4jaYK?Q5NyN5NP)aK7ZflW}3Z^Jz!rd@)
z^{oO!keMOY$+9-uOqKJ2Cb3+K5Khm|*iGyc^X6iJzB}$I3nx|=5xG5Dvjz(cTZ&+8
zS^oxf$jk|nU=>oi6d?SDJYVAd(eLVw1rhI};ms4GulMHP41!O_%-jbQduHoPzWS-S
z&mN3y1?jKt#6#LvZc$CGKD%O!=4^789xZX>&6Y~^I-I)zr>S~h;i43?Ajf#TaR`Jr
zpALwWJIIAJ&bVK|ksd}vp=-Wf?KUDQ3<zRCrwUJ!dFlP+IkS6Wr4|+BF{E)>UQW^}
z(uBs?%IJmsYUI|cJ?_e({_UOxIzRxOYvX+yA_7P?D*NVl+zv1rS3Ku01c-@6`05hm
zuiPLtb7HsWOrdKw1c03{HEN!xT|5v2#fy<cQt6;D<i;9P$HXh_(N{j=&`;umdDWY*
zAs+M@svo1_@J#99zz?cuuWLJOU-z37uE$A|`GH#0A#};py9D9cKZHpO%~4t{y%w)J
zldno|ENa|)<BXw=?1PZUWlGjE_mT;d4)&?Fg-E)>NZ(vpNQ)VMKsCL^L^sO<R+CJ5
zdgsQCuz7+rzV6diwE$H75g3Lt*Kc0bCzuu@4W_ccu(GtEKo(@POY}is#P>h;7t=H+
z#>Wc<C+P6jOu{H41AjJ=S(-c4DpXE+pKuk(9cfALT(+a+%tpfApVsvC*g!kpQoz#Z
z2rbZ=I-k5b0Y~{?oqy<G?9N9qo_iebZYVScIwkOO@AC3z>Qv6u{l$B;bD1!D!!Gtr
zJ*2YY=CQRFYPIt|QWid>I-oq>#>Z^d`yvA&&LDZiYR@-@BP<&mW{R!u&rq}V*R9*^
zvNI*fXLz)68Db0?ydH?cXC>s_B~cxl(TeB{jX@T2TT8vPsN0+_cSDy}o~8wN`Xt`$
ze}g@rzXdFrpOR{Y4Xo$x)<jI)EpaR>awXQ*%!7E#EQ_TO+p{;!F_8XvUKcAc(8Cn-
z8Zz=qQZo%2UkIzZiO&PTb}!v4+WZQc=!a_BBfrJ=PbO*csoTs)*-aC})hxGxq$C_E
z{#j%oj-YC4oS$Ft`CK=PBOX8dX<6@e!sS^CH?p#D{3{7=n7o&U({K8!K6mIl;dnnx
zYj~B;+P4H-`$y?H9Hv!UxOts#Ls$C1q;Ur6*laO~g$+39u`QJv3om(=q8$*OZ~OSH
z%r33YG3UR|pP#pHDJhT+pZV&CcEOTfcvOZKc#6<KmsZtvr3Hz3RZx38E{^joA=H(J
zq^WXHoG7$BnQv^~X4_fSGHi=)xYUjU?ObMUr$rbgrB6R4-Ji^r3^iF*HG#0R#|vJy
zb@(A{837;htd7qYZh~j%!A`es>XG%xhhU8_zb=<omR1f0{EFSVy+cnLQ!75tM25Y3
z*BX1Xv7t{$B(uZ>f(xIWFVRJal6^71kklU$e+c`eFe<$Ho1*Q#$fWZ>m6Q!-1W?Es
zikhq+*v5j3O{}3cuz9G}=Ufs=BLybB!db}%2-AQa=8jvI`msPG7<+DjL9aDn@zul5
zkAkm^quef)XQJ-ytnv~gw$q}TC-PR#DtC*%H+m6z_$RVK)m>-~U+C^qhBG190g-Fv
zclE$lyy6L#$OA=oc%U;n(#i{C?p=by0*9kUCRR!v8sI*NHQ}QN(xmR-Jv3a!v|g*y
z2hJ4~k$l4r^fV4iBugUTtF57<)^Bo%(9ca#+lP;ac)bq|yS$?p@C{@Dfnozs)DvMs
zr7yyPz(YpWFa<N#F~)dZe~;F0aCB<c(q8s%xr4gbm~Hhgj4gY|w@%{c2a#6Dju$LD
zMZ`5*HX_ZuMt_HYw%L0&CsNF*+D~+bgWFJg>6a*HE+Q@sW!5K--5e*aiJ1xs<ip`X
zG{wp2%%BM<>-|Y=pd_@91*X=N5zAimymim$!Fj}C%`B8-_Oh2{H{?OSxQkO=R9{X~
zl9&+u{o+HC@Uxiih$MI=^3{be6=A+&qfZKWqt7^YCzU}~naaeGKwo%T9!jkCMQ)~A
z`KMc2VeobT%x=D*?Tl4!tMjh)M-LW!8joUA;PSr+ZDV=xm9Dy-Jip4KqAMvRoGTP-
zhuLNG#5HX)!?i!<!{)}Q#elw-u%OAr7~v@Gu>1)UZ&s368|L(FtE+BGYq&EN2mMJ<
zSn0u7c_H8o2)?S#GvaZn*7k{ysh+j3c}*i>fL>vIrl-zl?!E>V?)iK8*Zi$!cCjxd
z)Q^BQ7A5>P1V8;xAQ|?S+B&u&#=6oSRz%15`xiu(BJW_DEErOll^it`=N4)Da*qlK
zPmKuAxgskEl7f~xW=&w>iyEY6R)bt5gLDJP5<$ICgra(-a~U~*{p#YYO`p>hd2rd|
z89dn0ihxzOxVBZBG$VEt$TnM{ud#DDt=EXx7~{01B?BT~J@=+1=BGH;E2<R<{^G3m
z4a^1n3T@4W%wmBpJi6VeG#<_8sVP3YzI8rjdTjW-yn5jUq7Tl=?(yuKK8~Y_28LEP
z6xopFflV*TCoB*?b{_q$Nyw+<KfuI`8HtwtAE#NTCF9;R!9(I)P4ytcu9q!BeBmL4
zN0-;CQYr-1a*rN*U!GX@?0|YuQuFNx12>~X!H-%jSRdTqXGQX(e&Ay8b}Yl+$~GT)
zN7rc_J)tO(jq5b6gU1OH)oucNjuUqvdixN!1H$DOC278lLVPfH2LeV_@)<HWel`t>
z3ZO&um%JBC4zi&_Qa%~-X~|ZUXh_Xx?T2|oO|$pd-bNcbz(zY#S@L?0JF-<9bY17M
zK4ob7U+jE_$$0>#tgNfTc@<2qN>6r+kXPs4XvxUP(#%d#gJJHtDlg{qQqIpctA=Ll
zQY~wAO&wg~GbWq?7H&`g`&>(B>E|5ra<C`UoU1ePJmx@Y{axA8CM)Un=F@3;&CbfJ
zhiLDJclOh;`Ipt!e@;spo###%VqvcDHiLmUzk6wZYUVSw-aqjT3T(&e%4rzji5BU0
z@um4~O*wV5>cdBa5v7dPML$){!9P0WpRSf#)p)Zl@xH3v<ti0q>j*KcCWXd)Prib&
zhmc+QeF99)!j@gCdzbXj<R|L*%qY<L-uhX>{iDppbz=LU9(c9-=GeqcTg6Yw9rdpI
zAo@A@);s77XNbfjV+TnES&1bat}Z&whstNS+?6zYP1=FYN|&g4DSl@B<Q>RRf~g(c
zmeL<t%+RE_6iJKl#fkYuJHqw9r74){kO<C^7tkD}fj$MPLx2lse_xZzvORq-1S|$D
zNrR)I{d1#EE)upZqlrnXiE#y9Q<uOWPUjYfCZGIoPD*>L*GB1YubTgG+BEFk&ae2h
zxV7p$i>GMXeGsC^H6tH8uT>u+s=EBM8WSE3N;R*DQM_jN)?~c&@$Um_u^sc>d1xc_
zXGrluNq7*%A3S4V-B~oai}wjdEQF^%U;wrzR3_PQZI#x$zk{BZV^rJ3xn^P{)yaL=
zpKVACm;;Ko)A*QkNesMs6>re&aYUn|n@z|SH)O61e2f_FGT4*tfkaw5W@BeWEeTjV
z!cU1CjHp`6%P!yRknB`)YTvQK-}+<A$|v7Lj5|skG1N;p<+w#30T2Am((kY5%<i$f
z(qeF*4&@#~k+#X4*$`McRMz75&Pc5;Y5UlG<{{Ebw&<;a)5XovCySV4KtzzTfIIR!
z-$f1;Dx9OiY#g(;KnC*qdNN7k3b)GaHdjrzVq&+SxNb69V4f7@{k3x-2@Y&FyKPY3
zaGYmx0p3)%>q<_a^!Q~~p})+Edl&2O?!w67)`vkLj>1;5k@vYo?c48#_LtNa`u;gm
z_I%%d4qIal30aDbJK;J?KhJeSGrBm0a3uXMc3cig7tGtKYftq-6Xvvuvo+Ima~xA|
z#Bog4Gu4Oc<$&q$O)tdH9U~oLdxIQmnm)}PX-Hu~jp)><uIeUh&#nf~#y03f^p=7z
z+wqBlf92??bzwalo~G7-L30BhoO<VDZ;cE54>Vx&J2gvwN@^IV{phT@?285d)JL}w
zBXthq1<MXH3O77A6hwTOt%xr$C2{V+nn_66xFE7C87!wmF%JV3dYsx<&O@F}W}IG=
zP5%d=EWco!Kl%#uLL9|Nkw^#pghz$M{E~XtWqJJ!smh6H#Z0A5G`cE8JSpF@+Nn(Q
zKVPtBH~y<dH#Kcd3?URfK^j@r`lu$u6&TAg(^g$@JBNqXMDZQ0xHxt>@S+G;P@;EV
znsi7`N;0(OV?m&?KTRS>u^K+$>2T3}mE4k$Jm?4eF426vh85{vep<Q}QClakYAWmi
z^?n$*WwEF8XjHe<LjnPwoy+}k?XhJ}8)dZlB%pG3XGf*ylUeAr%IjAqTYj7h!Fekq
zBOQBESaZw~V?0(d4>sG3^B%#>1!w3~q%4~d;HGgX%&RhX{eZ`k%8+!kHtvS1Y)cvT
zJ6rr|^=6e;+veq>3q+5R*G>AjrL9H_#Z#)$`I2N3vLn_-;f{4?;@OspjlngNIw3(x
zqsjSLUn6v3Ud^e4V+QaS;~2ii9(}ky$#7|KP*+&G`G8I3R>`H(R!0N^vEA-e-tJ`g
z<J!eDt>wlN*HG{im&(}|ksaLfjo=n~l%9Dj9TJfni2Cu$d!P0seM?XTBtjWTEKlc4
zC!KRjQLyU6XM>)9p~Z#xMyskH8G`0Ny0|d<Q}_wH*^^bbEma=Pva%0W^C5JJ=Cwy=
z4eUjkSO@!EdKV0l=l+euO-ngSK1k|G`k-IQ)tRmOn04rFJ*B&-nyP^Xb4lA|$s4-F
z+8?m&bA2lUq(D5#BQXFLr<d2!yH~dh!6jRb!0p?g;=nAAOmg1IB1DwtX%IO%H5s&b
z@4iE_;(5BiF=X_c_KPm4b7px$vdpNSQrfzOafqx)(7sR2mL&l+xl!NTOOsZ6<p8Wo
zYeG!a>*q9!Wh!F-KDDG$biG0wZ1uZN2M8Tdu=+YK=P;n>m0PDE_PiX7B7--YIGBYJ
z6$RT1`wyN}lKXcLPPZ*ZKjWw5@7AA)WrA!;NxqD4mia^(T^;^!1fR`+k?Tfq$0l~_
ztQvF)+`Ltj&C0p<oN^_7@XWGxLFB5UG`asCrK7p4em`$7gkhWS-`JzbO*6|#>p=FR
zL|@FzvIUe0>o+?0^7#}*^1k``LOs}APZlLP_%sSN@<hG$gvT%Ec^0%I;x-vEELS`f
zC9>m8k18xMKc9MSIdwfUUb48FHeE6M*^KC`&zr^el>*Gf_6?M92qHrZ?f^*sK~<(d
z%+X_aKk0mCdx1fD=Ua0OS64lzY@Ok+QNLhev6xaezUN<?CjhW(I9R&4=mJ-UDC|pB
zZVu-&(-^-8v)mI0KViws%u9IU9_SDKcVaG8d1n3ZcO7=Y!3jF@K3@!(O{MC>4<Kpo
z;>ZuFH4X!nk^KfEEv>pzoVB&+01dMv{O^~j`MY+$#?2a1iZxhes!=55WmecS{yJts
zti#gcJ0e#+%L<lRpzE*k;N28R#N28mY*i#eHMq%35YX@Gw=Xn?py@ZK;WqB<?HVN6
zqHgwbW-?_qT~__ri`|(Ip3JGWA2$No5ZuwgpEGI6BrWQh8tr2WLOZx5&HO0?L!@VQ
z!O3$c-D(srS;=A%n8SoC^2c`P(EM~z%LLE>iMk!_0di_1tenlwFEWo<FG09Dz2ipI
z(z9|G!lX&MGP=a{M^+7+Sn%TFe}J6Ff=PmEPNN;CB^;RJGkb55eQ0^1KN>*P1R<7<
zJO9?|3{;>)js#t4@{m+Isj{?M$;0GZ(}O!CM!O3%m6pOq;N~F50#sQeg-<(f6HGfw
zZ*gaH7<1EXWkTos?B<UvA-l*hepRZqi#d}`IQ{-+e0yR*($h*xWG4mD&n;>-Flz4!
z+v$bp;^flJEq=~U<Q-z;Q^l9qR>vuYBx4=}%-tv0=Ij|*LdxRshuU!M@i_i!3qrV7
zq5LWem;sj*{SV+~$qLOOYZn7UFIXsRv4a-;?Bw?Xl6-BHHQOl-2FBAPN8(koD4d-m
za#g6Diyi+(C#BvMV9SA4=ujr)9@ny!<<Mw#=uj=Qx+u|^l4yo8?!q{#2TEtZABgFr
zMQ-YkiOxq?i9Cq4>iaD)-%Nc^gx_?S1Ib&=3ovaCJ8su{{*T-=l`_CM%b@E(sIcFD
zL}_tp<sRdFu@ld`7t2aZXVg@*z_nFMCvVPw6AK%%N)rN%YVP_JJo;z1N1WG0ZvL>1
zqwGDVQ0eVD*X4Vo+`KQN)H2!Rosq`mb|)L}X_{mlr`Vrxi+;+HM!<~tFZDM+g;q(@
z#Iv5Bzx+A+tCD<?2T6DKl{kfpnIa+48E@SKzRNlvFWo@<7rV(776;y?A4!i06$HFs
z33~iHEOyadyDPrA_svU479&FflV6ZrXGSmO-to)f<I?wxhKm1a@9YP;FsBEX(Z94W
z%<Wvch$wFhilHGth`y299?yN#cGa(}l17h8Qe-ILnShqy?du8l-%^s1iOp*QI^?RM
zEh#t91~rcT%t-Ex)&&03GMeGuW@*7rojCW15z*hux|}Oxi>E4s3+0mw>MWk5&|t3e
z9Yq;_W)}?$+QdF)7b?c{&QO3s(#z7!?{Q^k<t}cdM71`4#h)VS-Xg%X{$@?_ekZ8(
z-R@J9_p*;zq9IQpt}{;qTyF}7aW7_zxJFLCQ4$UO89|?UU`2^AsIl#(<fdN<NTTcy
z9UE4=dkg34zq}L{xi2dtWZD~_s7UE3%kaB;!Pl|xekc<a87oi9P2_}HNo+9p*gvL6
zNvc0}m2#-J@3cLRyE!m1V_LGNB2!Ew5YhA^H@&|<pn+=3vw!Ik-ZpdfT!8<2t;Y11
z&>bP<8)_HVk`Yp2HJe%SmorO%ND#+A2!!!&F87F<+n@cm@HXb|{^FZDyt&?q;qgQP
z{?CDa`&5!q?iak<ifuHyi`*0*o;!e#{d{4?&hC6w_PL~_o(d^c?DapPVm>ub5FW{|
zog3sr!pmZqho;RSetu75f$~JQ<%~b`Ny{1aY$R&L1O=YL7m^%=;uic&I#iecXKZx%
zKVxIx%CXU(*%Ipi0PN}?@ov`jDl6CekX1K$&I6Tfx5&cf+ozZBm%@oFyW{_2iI~D$
zYbRayvD~I(OP@0Ai^q?GA~Tu;qFdi^AENkPly6~H1aF6u+%x}cYkaj&_k#Aa={P&^
zDL^hzi1)fmS;#p%itO}yJ#ug(%%P21NSkuGlcqbA^UhsC=VvmBvEIi^(KpK!j3^kL
z6PK<N9^8iYW(V9v@>J%SnJLMHt8~lYX_nQE=JZysl=elL+?V7cnW(AsZJka313YUV
z=qG2G_yHkV)FSmi3VEs-BmV=S!l(%l@%J*UR5U{Rpe&(%-%!d8H+;O%+F8vS0eKnU
z)mwJwW3f5u$KJ0bb=4ogx=9nXOX6GzFO2zr`FpQAuNsjsxla3mjZd5cZf};9Go>H+
z8Z!f&SI<QSm+w-{dfnbjFg!Y5u{9%`q%kmDu`@BrXc(MN0COa>HIPWm;spN}(#Fh#
zf2+^qYp0XmVMR|80ZD(8Q0(4J@2;hz8Gn#i%)-oe^`PtTw{I7geUX#NrDUP$N+CO@
zIu!9wkm2Z+V~rC{66{V1cPmDUU%mXD^o9N^BU0oWb24d<y;e7G@pk87^{ytLjaA48
zl*-YsR88FrOIVikF<R9wjPwy&@VnzOl?|Ri6g3xg2?41boSS;%JOa+1sc;Jb3B=U)
zaR1Jpyh!FWK@^!)^tKh>V>brmhV<%H<P<BDrx~4prqz|VL53tZq&+Y3=r6}IqKqwe
zhIed0EHQ($-Nz|ray%nKI=^m)c19-!u0gl&A4RK}|8ferb?E!t7s*sfdo{OCIZC&D
zMxDWDdvNi#xMA<!T8TS2SuHCq=|>;jbM+U0D|T4@-d*A{ccEH#`2-D5g>&K)=Ja98
z6-Y#+Cymmvnt{z?MCqJ@#d3N_j_y*3u*7Y_Gnnc-Wl}u3i{H~dw+GAoV)fsu&eivD
zU4R>F<m#c)Z^`0o(G<ZMx!<&7%<Urri`;$8i#Iv@9}AoozUSayBZnUeIi9|B@?y;a
zwY*i<<=G~^cLi?;EwX?;d&kciLHH&2{{Yji0XH&D<3}jc>ZMOiupZA#!soK`T9?>R
zV!eRi8Z+0&+SK?mRgvuVE4@l~u1|g0g^a*b)ID>y%zQqDxtNjc8#>YVND9K4FkO}J
zY$xnymH)$@ZT6b@2{k-5CMS=m;N9x;Fl6Xp%pR7?6KQg&HQ<qja<npSM9pMDUA9O5
ze7P;oAA(iR3Y*Xxi)tC&Ys@vm_~5Yos2Kg=llWN$_OxBAlm<bpWd4XOUD!6)kPI<m
zHtlcQsBI3(kzSc}Gk)gQd`&!$FHly5Doj`PhPjfLDuu|)f*tN!#8aY<fr`bBhMBrf
zM5Q4p+qKH&86c?3%5hF1IoHmjMM<_Om}QpcttU4q0c3p7geWW8_*i=Nw0NceV{?}2
z8Nk&)lf7x_F#d72H=a`wPgb~26DoI#ly+wr%Z>}s*bq$)Q&uS)PqOW88Hzch%%l}P
z;9oUU8*(=7@)u2@;YnS&iZ9X6;a}^d5KX#Q9`)GSHrp4W@yl6zr;MJNs@Hyy|NE1z
zPt4(p>V`5x;G~VOzhc+OpJ<oyVc#gXY9pC$MURvi{<sI&zl3afF6YWn{Q)sClnlHm
zU%$<f>y=2|G8rSNnajDh7MPtMG5$-Lw(N*^<BSyToj7Guq|xK^OQ}GfQMc#NzF(!y
zCI9=8NhjmSGGRnxo1Wu+`%1dK{x{G{^bwVzcG<r{#x3`f(2V!GJZHUUYheQ0YGW6S
zH1U7O^bHz(br$s#!-mthsr^36?6vIi|33gdLBhU)u-k`ojlsrZFn9FW6L1Bg2s62x
z3xnHhV(|j^3fyo`ZelGTXdT36=Q3veD_<7a<_)JFwlV~RzXX_@SP7Wza3JRR&#c6u
z4n$`WX^EJTAmE*^p4eh@lWdT0v~F?gV30N?ZEFx_$J=~>J6`4vM3<P{$R;<D0{asr
zVhK5dctQ!Z3tBI00TFM$eJ?x&K?Dij$1#{T?Rx?w?S2)3@9ArA1d$SCT*a*xJTo6`
z2@@l})9thXctQZ8P65oFrZ7P7nLV?(CJ7f91mDy|_X2h}kUK5yKKPRYBE$PhCMSeR
z&tNhnX3_@dcri8r%<zOud;>m&cO!5&7Z=6Il2yTwA_=)9f0f$PAJIOO6T%ZC7q$Bx
zjC#lS&KV{m#?~_cN4NuMlZczdaD+L@*pO!g6WT8Z!c2@_0O3jW_pv01Kf~4(cLGUW
z=dl)x9AtkGOc5gaUx^-r`^efYVmHqSM1;l63j#%=#LRZyO!vL`+k8JfrTo0)kLCBB
z{DmCb%YVyHm-)d_{E|A&AM%gL{a!wNz51W$e4#{sZ_Md5-?r!+YDeGSd|P30y`-Pa
ztP6KB5)vlY2R()N5gdHx%k;9Q%I(aT=_RgTq?E42*?qK>_T{aQVqzb(g)!`?0>z_B
zliEs>>Q8AUJ*1XWToCCxC}s|Z@$B!92YwFfe0Nnxz~wD=pWu7^lgf`KhfqEtE&4uj
zcABAl%Scz^ZB1u0sZ`5V8#N0xm3mUE8>;<JQ&FduU0<9z7s8(ud{6y-{{RM_8}sjo
zf5}ZH&3l>;BJzJQ^J(S14X&>{TGzi&Y5IWCw1&K=Jk3i{G}LGfudVPBsL&=v0eLq7
z_RMyRi^LpE9zBilrSZ+<pTWkL;?9fU>%61-v&Nk#L(zHSmzueJ>whsv%dB%nCYY@?
z=BxDjjXCz%=N)klt*2IpOYJFWE2e2_>$7O_oC{`T&}{nGv>3J@Pen^hJ8CgWrhXul
zPmwC7qZGv@Q_Pz-uhh)>;$Wv9u~Lb0)@7z*rYB^nRaBG-lSWN#Oq5EOEm(y070v-@
zOvThxB?U^E==*E!b_Z=>B=$ihc<5OD;s}Yc5^pvp!#_~8<JsOie0KQX@eSY?fqxD@
zATh})@c#he??>hR7m;eTJp!{$=1RI=Smnq0M@Ms*wHI}o$}K{opO+U$rZ}n{GfQrv
zI$a%G%`Z`RQ>@fHU`e-Q=uLqj0S40%-fTU6kK)(B_l&*^d^C79@mJ0|haoS+e;oA+
zJwKB4?I)RPD*4gB)*QW6%(PY7zc1A3G%c~Gxl5<&G>_Ej+K#948jT_t)RRQssiD8B
zeQ}YqLlN24<6?u_Llc^fnO#^OurWo^PxPsvQMjmG5@+_(57v~GI3x(wRq7s|gw^^V
zPA8~P8J~~q22%S%N&f(B$_sI-LE#*8;r{@@-gfwu@q?1Q5b)u80y)>8YV|5D0bJ3n
zvCH}*s&u^*Q`g^WuT^=sQq!-|X*Eqyu!dfKzffH+pGd>iRZKRc;se00efVkdgPlAN
z@iw1NrRSbOtJ7%p=CrDZ>h#jRS3}b|hJpGT%DO5Cs_AO9tzL$zo~%<g)k{vL>UBL#
zwqA3ca<?_}M<a6%lg+%7%)0*oC-Yu`R*L-#nfYH>)OmlHbZX|pl8W6YS<)&gbuBuv
zv@K~xO&v>5Bozd#1rfsLu50FwdFCBko4MDR_3m)yy?(8A`tLLIPOqr*2QceZ?j;Fw
zw^r7*TAIB}QL1nu0m_=%m!42a1w;WG&qa*;bJP0W58n5(y%(r@tlw#SXV*J^x9h%}
z(E5+4{s+~4U())=;e9t_>POeJRqK7fNh{R7U$f|a8ofWQdRO$Gm$ljSUW@AbKF4df
z^}9`I*fb9n{88mTQ0AWx`CG)Ue&xPH=Z`P>X~{YdIP(sT$~@uZBq5W{Jh!K6H2OC%
z22hlxuh!I6UQ$2}gry^m3gCiCi%)adk_Oo}2Y&o}kKnj`4UhO={{YiOb7`JZq5lAZ
z<I1O-hyJWb>yMlLar~B#__BXg7k+r|epC<efyajIBpdCB?qV!V2*@TzBK&BftC2Gl
z#;B!XHPlO^nL{>yBRYi?)ELCd%22T~g0U(p#1}^{QYmXzv>{aU1i2uoAQ2@@LaHjI
zCYo%cD9KXiu1G|hl}(o6Qf7kljHIMXnn(o-2|y$Zd)woho8UH<yTXQk2DKh*)u?}x
zbuM_XU(IxU=cl~yH9ppa{R>odT;Qh#A}M^`UXHb$CZ@iHy5=eqPpWFP15VWHycCdB
zKu9G-kplB$Fg=Zp_um(kI(2TRQq?6R3VGK|q**EH0LqrN6rl~I1rlTrr=&?B4_Evz
zc;}~l9C-2J-;UJ$si63!&0Zf@>b3N|r>;Kh8VAhkT(_*~4OJ?orXO*QM@M^CZ(7o8
z11o-$R@3Nenr)RZl^=~I4PMXe@~J4NVtY+phtbx|q*gVFN>(L{Rg*rZMKxX~sS@N$
zGiNOnlIN<NN~Mq`ytN`z9TKF>qM|aTDt&a>GN!6gs-BZRqG#8biE}Cn5`^}YM6|4<
zvn?H$1Sb49l^WJ58Wq*LfYbCAii6EpI24MM1oW1gr+2MLDzZmMK`;YpT=buyYyBa-
zr0>9$N5K<b0CJ9-s4rhtTYnH#l~m31Ske!O<HU6|jTIcYiuU!#Do65X_0oB$usKYf
zEA=RSKRA4i@pbVdsr*@Z{{Z3_j~bULXxxPNKG$hFgS?%~kGlSgrd4UYxufV6HH<j(
zH0!C<HMewyYkJLVj3L_1Ur?>6a!aF)%fa7)e;mAW_;~S$;(wBx<tBV9@IU!NInuY7
z`Gr~*qT}4L%QQUQs#0hSRcYr>)^!x=TBQJEO=nYXzM{UihKagkQK(QRtB%G!iBpAa
z_9eEmDe#H3n4SfSQ`6L9i%h&XY1Go_=@VN=HkwW#xixh&DJ7+8T^(wfYNt|40)90n
zm2}i|@l+z2Qs>fCAq$?a%!>O7QvEEYAv205EmFWB%9?IaK>%^iLhxgmd{^iGO7Qo?
z>g^+3*StgL4qfD~T}4%TC}&*e&2EoE(vzt;^rn)Xb^3)csHj?&8gI>Xx6%arTT}Q(
z@rU4V;`hVf2z*?3Ks?3Ge1oZTidV|olJ#98tCh7XK5(L=nx`0~s6|V9{{SY|w*4Jl
z8!BwlQ`8_l%}qPU=AN0U>RL5@7OA7x)@gdCpHj_T2BW9dJx5(fS4!$1rKzQ=r&Dj!
zRMWiEZ_~cY((^Ai+pVoGr6hXmz`qtb^Tcl+IX0`r9%a^f*I9atTA*i`xtCF`)%C`x
z=y`8kt744mHP62C=#l$iiejXt3wXMiS6E*Q^p{PH&Dp)DohGh?U=sEtYX%{Q&7@N6
zr`P)~dgyATR(f8<sZ_m%t#V9~wX7tiM3LzGPRx49+RdC=Crd>*#qiY3lw~Z=TGd@4
zBe6VAN@bv=lr0LAH?|ahvIc)w^uBZE{S!vj`Flp@zGTvL4q$0)YuXl>uIie8kFGG`
zr&Ek;8f7h8G+L7@T^%Zv-D3}>N~Nb!63az8<aV@zP0U0L+BYZCdq6&m_+jwZ!XFg;
zLDac-#-9{g@RyZoIYU?0=(&mNjV_TD`sSTkr1=^eYPE!#CZ4L(Ds^h+8X<KRuj$Qc
z^k{ajt%ldfdFx8hG%k1NEf1A7vCO=$qjOI%X<W6;eF<y%L7-{cwOuBUt@%kvOMk7j
z<|(Vn5)zjFW2V4IADJkdDAY}mlqgI}Q8r?|5|V`l*(6Quge_KL0*Zha0i!Nt)>0fs
zuMd?bYAU5klUGqQ)h5fQnwifoSruklWKWy~zRHl9i<pF@1po!QC&a#u;3tIs4tN=_
z_-D`BuRi##&-}E;x#BL6?xmpA^5-Vkzd+f4Kvf2tLdLnGYWh~ND(P2Ct=3g5SD>L9
zl@F0iTFZ@i7nQj$#V;E<osAQdd0U%2K;~M~l+x(@t)Xgs!(JP4_SkGOrD+tkH4W05
zs+x8Jn_?96$w>1m6cDcC%vJgxm!(x!a|vNuYY1`2o2aHWo^WlYx?5(DHuCCUT2i3f
z4K(AfsDw0yEnz3Ueu?kWbEx<s@hPSFf8pPS{E?;jXX1Z0a`QeYc#qBXgG8;;`BRpV
z^+G|{3l&;tE@|zmw^4CSntJ-pV^ONoX%w`$ngvn*hW*GtL_2-9dj<4`wtE}&VOLp&
z{T$%fj?itN($+s+gkgI*Lx;;;>C*6uY(p2Q!Vx<VGG$IgoEHY2S6Nl+#dRbRPcA%H
zZZNv(n4S@W&DvVLYJM+>rke`cnG#mKTC%dXr|=Tx$fQKsb3#n%H1zA6CRqcqE}l}R
zOjm2>PsUG%J|cJ};mu}+tZ01A%N+2&Wz#fXYtS`)160v<y%$b@O4X{LOWJOyO2(@~
zrKy^B-hQEm0dB9Uv@<Oc$Lc;l*k9=SW8hIf2Xexz$2V4UO@EGW>u6UtJcoIvlbPvs
zW^{k#(0R70-9>#3Wlcvj)F!r?u9Xc?P^y9D>R;RU#y5xm00*C>H^e<-P@?DEG;?;J
zO+%q+`p+qIT^ny|)KoO}NYm<?qp4xWwYHH@SjM4N%?ML(P_IX&)Rjl)q>tva;*azO
z{7cm8@9Uoq`aYH7tzA`PE;~!h)pUA0dWMkY5pn%~rh`&-rnJiUwFg?JRUH*weFs7F
zUakvznd;v^*`K8igvaXYa4o;uWUFYf9kHE_VKZ^LRhR^c#))$igx1nemMJjFvL#BI
zwbRi|oid($lP+?lPFj)^<k<E(fXl~513L<>*{b|FqMmLQipZ;@oGWQ2OqRLw%~EB|
zsYK$HOcNH}r6{D!0Vy&3-yjgNIf?piW2boTAPmKguRi(Z--Ul4yeRN%mi{3;K=9*K
z<?jZ(TBy<~IR~C<EA%?8H(jV+lc;O7&3vU6r%|hE->fvFQ&pz9sp<4=*BvWaW|_sm
zrB^h^n7m!^E5)w@dD^qX{{R)aD^ld{aiMapik%lxT_T^SdV%vtT-(d0sC|}~Nm2_n
z4Y=YRX~Kc!%dK^Gu4?$F_=xB41NjHx*Pgsj)wzek{{Rf?>2(fE<aN+!bed*`S4E^d
zp-}l%lv-UTvtG`hq}0{X(KD**6^&B-{;N|=)iqA7sII3Zu$)s87>3W|J2^K4ufjcU
zWXw{ceENyvqYIfwQ6wt`sG%yRn_8-sN<F%Qs$nD3AKiNZ@tFNRU2QD7I%$;1mp*jA
zTr<5QrV4ZsH7chP{;#F<h?i-kAfvPe*}8{=-yJ?Xd^Ek!EPOe5k*e}I=e;hIMCTg4
zKThTSPM1_;O%?wDs@!2*!K7-&i&fIUTk1;FHLVa(YZ_{6s|^mRP4g-ac@D2rudnG9
zbuYTw7PYj>-EmAZR(gqHr6{2RMEyzwtw4Q5o1L%1UR>nfW$`=1UQ_43Wk(@+f6QF{
z${G(k^NVaY;(0feHLhdR=sA~~1usEu@6<X)Rd%jgDJgYSg(?c`Ao?rgf5Fd&{{RF0
zUD5eR;d{qp@d@GWZy{*<_NmT5>8^gM=IXt3nP@c*SNV-5nwE;I<g|@5LDoFh*##f2
z%`1vil<FsYS&U)BY39f{a%r)>q@@+r)%bo1GE|D`SUM9+N{n9`kxl65)KW>C=y3Ts
zjaug-Nm?mViD$5Q%33@#4XQ;oJu<~jM58fPN|2?QiI4(63sjVPBrF9HE>TiXWxxbo
zU0pv99|j8j9gloKr{Y$nKN#$DB|R$s9@VXK!YK}wSK?J?Dzik-E3ZXQH`G3kM524d
zTCQ%V*WJ))n_V9-R%uLESJ2ed{N)?{zmK@i`P&DGW3j%&5o>HQ6FuhEEE~Zyv{+z*
zY%g;%ZM}@i`QaFCUK{OCTE;7}abJtpVpQI|nq>PflBi1bSUn%BNt4>4qB7QLl{`(U
zB5H)$(+Ek9LYhR$9<k{vXH@!XnX~2kV1erL=5~8D()$TZ$&|;iSK43JJ*6pxR8o|)
zDpHgJP?0K8AuXgOAWYdPNB{!?Fp*&#eF^Xf;t$~e0FizWJ|O%X@qgjQqn~~tIr5{K
zH6IB4Y@*Y7O0uhxYHImMM9?`;On+0?Uj28VX&Mf+IiH#}FXa6#bDHy&^g4Ug^p$kF
zX1$?Xd_eg1@Pp5v2|o`07kEMN@;pBHh~$H!4;#E!S1)N=bvHYHq~(1>LVNXAwMovp
z)~l?4Dm7ZVZe`{V*L=65ihWjzglQisL|mhD=j4!Yz9!c)GmBpPf=7Ac{arg>g^75!
z8;#&1ml^busf}@=tekLa{?#o{rNe4f=`i}^B{Ne`F>OAXX%l56l(yfo?K*a;kyT09
zs_g_BzKUv%H0PHywIOG<CTU1eLW?Z~c9IJ*iwKSLocedX&HWD^f~fdc_<^MOe$&1w
z>by18nD7Ty)vEM8GsJf*^d#xEnw1W^o>{16y)5d#$`2%S51*tlTD>4pRoBpJj8fFT
zy(3f<YsXK8Z-@_umN_1)#}5s4Zb75*CrW!;<XYO={R>o~=3O$Hhe6cq9n<T1e^u3K
zJncS{nY0z^R4=^Eew^;0%_V&`Jz`#Ast^27c>7V{RUgA8M~RyCM}Yc$a<v*C4PR?b
zcSEACbC{}mt#8sex)o}4>t8X})@sU2HRx@1RaGidLMk0fx09>uaXM@wyJYKd3_^x>
zD<j%9bE+oRQ%}Jqs-{jNFp7*eV&tzCms2iWxdwWdNR>;emplo9J)f%QO`eKrxOCb%
z(v?t;Pcds$#43>`X`kxLkfM`Nm4K9X$(9OMm9YV_{sDYM_{s3S;tM`1coWV}axXox
zq-t6UHN@y#waiKVQ>+G)sZlwk^KOl==&z!nQ?jJE{+i>=xYJKlxYMW$9MhV)qnJ78
znmL!9dAC-o*SW8pHSJ@Xd7oUaSa!c!<{n|xDs^pZR;_U%30+>JsMXZf)VP!+7oA#?
zkPHofe2bhDfji$MfUSWrU=zo`JbU;Xr0_H0JHQW#rTFK`oa3ta<x`;b_)DVDG`)M0
zw9aDW$GN(XP}OzqKbSR&CtsvpE1FKPq*u`BT7?BwPM(xCRa7;~4FXox?CuYX&`ztD
zNlT6G9K>MMm2&X)Os>QYB&v$pR8#9|sisU#H8MSBbiZ7kE|yZ(u!SaU;1-)QikhZM
zrY2mvs^tn<a}y-0bnix$%}k}uLKLAb1Gc34RVG?VEJBpT@F(C+emDFl_~r3N&yC(4
z@{67eRP%!;!mV-YM01}ux5^xsq4SH?dQ$53%`K*B^;UJY=~_ZjO<z^0>UvFm9Stp2
zYANX7@GY+!PUrAH!bqHVJV)G%2_JhwGE8nvZMor$_9jll+hRL=SP^?}@cK+no~IR?
zUyBSzny#=<!zq12MH#|r1e76EMtqg2b>PiP=L(7GMA7LCwkS$l=_Xx5CR8eQPp3r5
zp>ieq6iW4JeUJ>U+DS8=K&!T}6db1@84wN+pgxgsZf_#SZE3Xe>;C|P9~pcC@FT|N
zdHdo+!Fqold_1J(onDEqL9Eg_b6li*nBT3^YBYUXr%&dm6Qe&(r>2gqJk>*WD5+|s
z(Y;LdElcU+qyGTu74W6}-{axPd^nH&D1Vh>nNP%D>W)JB&nx+L`pfk{@`!0epFfl5
zkiYdm{G9p!0FxT;{BSD1PyQ|A=g1^PP3F^n`xv!=5(VK?jyV3x_MZ;N@Vr|K#V~4R
zR^k{k7wf2}sl;&kVp?V5_<dF#JkO+&SQfumDqNb$Mp}x|ER>V+V_zb&o}!+jl^&XP
zFg}zbWcexV_G)CzlD^!uO>@|CnW^lT0JLr%AZq#tF!S#^>)fZLe<!(HTjuU$);ViI
z@~P>+QgZ&ItkzcO`bW#rt=d*UR%y>u(fKsaIZoe^(8`q9LXM%^Yg~2%VSB;e_K&d_
zh#=g?H?c5nFl~$Ak~ky)W+QVGHntCQaTz8+0yyk4rKU`&a!^!JDq1C^twn1oLPAnh
zwGyQ$fICW2B}K_DV|bK=B`6L;QW6}JSOyMF$+gM3H;+yHC45+To$zJi<v)!c64G*=
zcQsS!dWS8llbtlG{bNF@(lvUWKBrQqev?erG#cQll<BQg8j5XBo}s25eA7D3Pm=pw
zBb>RbQ|F#;=Dv5<(@KqJoH>(S=B-&2EiIZP>U_be)oRu0rD1P8;}oK*t<b|OdF8gx
zLJO`D)~#+0voq=q?jTr;Mf>`m0huw`R*28wV&EKcw3mfp(s3%RVpSZ3VwJSC)Kyi<
zLsU<tqg?5fvL-KCau-oKQq!TBqpW<>Pa!krRVGpeMA>MSGH4%Na^;m7Xi?QDD^UY_
zj6Z3`{YEA>^_$#+0g=NV=H}7%7WT#j!TOE(gprYRl4Qw@M({t$-c5`S9s#igfn%Mv
z9nW~dCT4iw$J!i`>u47q_O<a5YZE*03>*62V{DF{=YPE0h{dPSK?Vf(kOiPX`<;Lc
z&8}pN8%3>);NZx`@;E{sY(&5!@oNzu?e-Hg3-__OlLH3>FeGL#5+v~%F?q@Dc#K$D
z@*u#N1PgI@Nl8;#P}L<XYI>#h1UB1gB}!HLi8xA9nNpU1lp!ioloAQy2%_6-al|&-
z6yuJmEw<ZZsctP~bfGB#sFf8$KoVvInLKtLQ{=yqS~V?U2whrXbhL_vqLhgt=U~F0
zANvg=P{{>fQ@sVOk1KMMIvQ13SWxz)q?mBWl}3V-)RtxmaY;QcK4A18EdePmdAi3p
zbE4l`^xYZWmJn2ms^--N<qIjgWdk9EsC`c+@2LLD8XZre89r|3F-zuYnnR&gP*Yb}
zf)tv2L1lx3QT-Pjx>*u{6!AVsA#qMEN?O*Xt!gS-)OwV)D(X=tOp-*E6E-7aAu17h
zwaJ+?dG_87<db7=0#C1gp(FFQeXci-5P(c=>$Hpd$-m*=+yi6wi<^rJe|&-@4TlRh
z+=J=c@i)M~ZVN;cU|@m{dt?Gk;{r(+HbNL6h&KliMA&B{(0{u8DciW%?g*Uca7c~E
z49&K>j!6dl8{hKoO^*QD{lpuafgl(FW=sy>NY4mEBv^Ml`vMK)X#h+M90Ex*m=FY>
z_U<O~C)0kbfVMJ0023Xc17mp*2$M4a+QWyu-g|=wZ^RQKAleQ^kcF|hh_|egB{5@w
zWP>~6>`Z|oF|qbA4|{`d@g&O5;=(@;(kx6(h@I~Pf_-+3%*KEC>zo06<AfrsZ#dG@
z<1RSb({!!1sS8ONAxR-X&E_Eb0mjv*^S-}9&=pde_CyaZxdqigAQAHkQ*{L56t^5m
zP@aP-3e+|qmEef>gL&`yfItjhK>*-de*Ll{4{L6Obz#liv8^N{U(y2(^n{v(pj0Fb
zAMlnE)pKBoAq}Bm00B`bNhy4jqH4%f+`X+M5?FCf)gdxR(yo%#MLJ}I`&7Jdh**wP
zBxFG##`E0mBV*`iw-asG8(Lg##kS%VDOwh!EhNa4sU#^UB2s4dnYt0QY8;u&8hKKU
z7tORM_OwL4HiBB|O+W(V^)q|S8RJ-5RNBfGl_6;`q%9>YNd$c)5D0^@ybBNr<80IU
z<6ofYLaK#(LIFi`eC5aPlk*8Es49zsw-%6LMF;8%+S}(oTh<a8*R-TGtQXYED;r1_
zQj+UvMO#~tmfKQ*Qj^rL>7g8yh_E)aoa1E)BR}dS&j#3-Bhv;Ti|jXu^_%sj@^>w3
z2~)ZbtQuGEc`0=@ji<6pD^e>O21q_*iy#ns4f^#xN0Ir1Pn9=JE7?vQp;2{ll!H#B
zqM}H#N*ZtjDGM@^P>o9G+CkcJZpY9{j2RMb!F-vp-T|LmlZh5LfHs~a;v8vZ4xw$h
zg9>eFC|h{4l0aC_3@A?E&k+1z0%Per_RXjJZPYkIC2&9{Hzs>VaoRgybAAvp7LEPI
z`#_U{VQWbSI0epk`bY$ck?XyV;`2S!oK4|BX}B;X=N^`{ju44pdu_dhW@N@BK(Q81
z01OC#VnjeVF+P_AdrZMR8wA9`#_$iJ+<Oe{M+!_x7w&Rq1Xw`0zGT`=nL;IjBxlkl
zX3;skNS|C!5t$c(J*1h)+}Q7I=J0p~+74_dY-cz6U|RX~1mGD5d!EDi{i6~u!Vu!n
z2c%5Fn-xaGVFY*23`Ci>OvGg7_um8%BRoW6_WmLW8v$?*Z+MNz3<K*qF_|(+#Epav
zyTovW9^y<Gj@x$^j0<f96T<`z@&Wv_{hsC|oJ81Mi*0jwBN*&vKIeCEeRCV_GEBg}
zW-f0cI6@Bh1~2~rT2HXt3qjd7yu3siGwNjKcDxz6i*FJT$jBn_W=WX2>}|F2wTT7^
znA#+h8TA()lWZB3A^ld9V|#kyC$)?b>v*y0*xaUlat8Agp7ycfSdGVGX2ivbJ9Z%U
zu>_LH9n484!(r{|+AKtwvJlVZlW$o*krN~M%y0+*MobA8*hJt=o#P@vgT!L@#AM)H
z%*X)j1%;w84;u$9=r8Nqi*(I}BAvK)x$)Ec1}qF1g5!oz(jbzeR#H%f5Qch2&&d3`
z-AdK2>VYlklqF8H=8%@&b&yu47bE`wS?Q8G$^F&30wkplCy#G({Y!P428UME`Bhp*
zn^M$>K3numI*Afs^r%Ra2Xn`YIon&OVV3z{N$6^hktlAkwxU5(f4NANbs6%{)lgN`
zwLE%OdXV5(vAHAuMe>Y)^e>=);Z&S6jKTYmKPfiA3;zJ<bR?cWzI)hw<HG#&Kg(`#
z{{Xc-!S_F{s_p1I=X*|dVr2d#K?cInxgdXFzip$QzvZtuKp*m}m@mAYUa!#P@Au<Y
z_dmcyB>jPi#CN^P(vQSX^Hc5-i<?#XPqcs2*vI#UL=$j(UIonD6KJ&0bF>4On8+YT
zGGyL2wBQ3BhEXH%wT{<|eaQkbeA|SnwgrsmVRMsWPocq%HAe#y%>FV5q}W7=%ty42
z5ua=1ed0~MF@I?s8ymp_@CIa%PI7L0WB@I~-g{ak<^lfzq<shyEC~kZgd$S}ec~jH
z&BPNv)+Zobm7Hy{xtTI=F#w3MGnmH!xB$-6Xt>4y0C;cONZWOBgJBuWcg3I$zy|p_
zLILR(i-9{|($Rtj)+hIZLB!hLvA#@$Hta|M=Y%HK5qu8j`M@CUGZr_V9qtBV#CqQG
zYv#fX3z8%u0p2}KlQ$P82_Rl3VBGtLeNN{GIm|{0HV_gww+c>e*g+&*`e*pqkT{7l
zGZD5-f<$b0-}Ao+Lopx&81%OBzr4XGc@e=A)ofe8t;MA67dIhNI3gf^Hv3*KZf#*8
z#G65q3ALtgbFew>AYWq_ju48CxVDs+8gXs7f=F5vP^6eM(xjC1n45w-7?Z~Nq;vkG
zN7B}$lc+Hu7k-pgqxX;R{_D3Q0>C{YI?Ugn6E>gi6MKmSkunbbryM!4CjS6ow$`z^
zCNFD)BZMQrq3&7c<_ZsyQ0PzirKicRU=T-8f|o4{GTBpN3XIPhMzP`LQ$26#F8td<
zPs=(&Did;kg?%V=ivXXYME5htJY>9=8&x@QItcRA*;-r*B!SRSLc*1J=@N7GO!3`$
zO?<|xbt_ztB%ubFygF-1B$MWW{SK4#mm$*|i5wvuIm$YwpERyhK8l{Mg2I|#ogk43
zM@Uiq+@vT-B{mXweJ7B03ci<h6`eYq+_wRBN&-PWAGpj|lC#wco{1cFrt0+P>Pu}@
z(LGeqg(0VycA>ZmfI?JUNQEo+fEQJQN#j@M?KhY!njfmFz@`n5^%H9H9dv?JNO%7L
zVh^P$4Jl{@sC^{Np&0k|o>}D<)lH>SqO!OSg{cY-E38a>#bE{jBui}pwS;lcb&hA&
zHIkuF`EHs?6tw5dW)D<#58iabh*5B>sw@HH3jIArBZ{Y~WyT#sp-nuJl?#w;q=Ow(
z^#D>}kWBGzVqjR<#q4hvf@b&t42hA#5a!YVyzDW3q{W0|yvzbakO{qp#wI;~-vVZ5
zgB?TOZ|o=g3UP6~o)pcqVYW;h4BI5wOqe9_ggcvWk`1mbEgRUKy|@WEKB7U*#isuD
zjqD)t5>1A~xIMNuvB}=>YzGc)jF^j&h%jw@=QH1gA>PUs>c6@45Prvb&EthVvuqoK
z{gO5jw+eRl1m6>5A8yx+37G|sEqr!^aW{>pBeCHKWXO<hZ$cmlB<yc<Ac+{jHo>u&
zjk^*yi`-t;1PN0lnFhqcIo{^Or!rzPdrKY6+zVo6@nQB*v>Of(gb#6R`WZ2g?2g{>
zNVqUN37_{sB!QE8xFdzN=V>6xHzI8q2J`MX2jwsgrun(aix3QgNG2zQB13JWOi44j
z9>gBe1GK?A8wePXV;;t0Pk9}!5O34zd&wBNv_?P5CIJV20#9iK&PToQX6Nsi*$5zJ
za1Kli&ukCMN$<ceX7)BPKu*~*GIKM%tp+o&D)j7NLHk_D2e$!`ZU=piFaVs$8<Jq!
zY*2=0?k33{FlNvs$-p4w55Eck0@=WmI5!b%5n*B?*2<IWC*B|k#jhk13E$cS5dazW
zoOdMNaS(1J0{kHox8D;7y`w*v7MqDOh2YrQ{g1IRU`aNUw|Pb`E<|2W-)SU}MW!ak
z1&RD%MB;8?CM3pvHopi%1jcdvC)iHgY%c?V;2dpW3=5egkvrPQBt-D7e&ZLhA})Kz
zH;(&o<Vn0|7Rk2u2N^x1ZV-ZdMUEg60iD6g@7Tm`!X35%+yfFKFJpU1B*)(F+grSo
zfG?6g4#x0yJR>GA>lc$CO{5WWJ$-E@2ze18UPk!NF?bh=>~ajw1ZUnzf+WGQ7PX`R
zFT$U3naz&#k-TgKZ+KD-gb6<4{?jr{d(LBoA;2<kY4(sW>(m5(FfJ}%(195S*gf+R
znVkD522X1lzrH{h8TSxO8DkNHum-}?Z4o1RBwAy#5a-tOV_-y*4_4A}VD53j8JMx$
zU$>|iJDeEL3lr*l6Q6C(``r4+3QkGLF|jf)IE|#<E^%OlF}<U;hivR(+rhrq0nQKO
zYrwip+<OrK0xvQOxfVXVh$B7X2GMKG$>B*eCj`LulL7?XAMJ@Cgdv%e24lRDIg=*j
zi1fA2c-^({68uQ!j$7s4Oy+KX=Wb)=4p66RkCeGrT;{EJSmnM}rD;`*YL}NZEk?eh
zOVKIYUZbe3wshKBcH3QbVvvw(pDWTL4b89knKuNGZF3?q95a$_V;3e;BO(YFjqjNR
z7~|(MOqr^bxw559T!opES29{wsWS>n3gsz4nQJIgl2n2eQlgh)L}@8Xib|4|6c<S#
z5|Yg6BseTcaK(#8{ozOaAAiD^hR4OTtDg!_KJs_`CjO!88t?obo?_FFIh_~F{io|;
z%b%?O09OPO=gyWoWXB$m`08We!k@-^20jHU`MSTs+I~vYSk^1Ky*$W=>pAtVVCIBs
zm0B`6x}J-eQ=nAx;(1Z(Wa?COl?kkKQA(+)%(Raf{kzEoWLO+uz6FG4++=jkCcjsx
z`FaX<JgXJC`>e8?j<*~jr3n!!A5xZnmeQpjIN8`&rp9RTk7?r4g&iGLAF`y@1Yp&E
zvbk&Zs>&}!O!~@x!A&gTIRa89Oa%)h6#NxW+NzaP>FQJHrA(LV>6+BDJ7gb8Hdkc!
z=AoKeyF;=Gv9nkuDp>)rRIQSf$(g_aOxzx#Y<ora?K72%sgtVfl?l@H!3vef%+vx2
z32CdS6-P=*N}M<8Y>V;jPl6wdT@T<N#v1<s7FzJrmppLSt2rB6<rZ{aV6IM=N6VU}
zeyN~qnol%n`jOH#rBZ78E~(43tto8MqOz|^t<`8*t<qnrYPy%mo-p{4SK{xAJ|Xy*
zQKRYHw2pk|o^9tgIafply$6+%%{u;}uYRD=*eGl<rD+DdP*69}f|^QZ5}-OlMUz*G
zFBq(%n}m8CCQThQ>P&0b>E?RvT-D4KG+xe1MNK!Vr6^ylOj4y!^qrIdP-3QKL8+T5
zRNb0n%9goxUYQE?vlLVpE6@SyCHgP{?WmNmw84lm?mvj%(jq)@_)PE@;Y&mCKa+eo
zq3}HNtFHKwqE>mF$<9^Wv&p)zBGp$vM%Is~r$;>7rPOG;pEf0R+Pzk*ujn+IgO#XY
zQc+NR>gD|lSLVHYMdh6WiF%g3%$mNNpy;}LZZO-LhOw*GF{kOYZM{<KY&PXxWlId9
z%7>e23R+g{h(IeHq<kuTLZ1PD^q~I$f}Up{0eRj)@js%6`9J1=D*phGrC<8l`p3x}
z;D3{*r{um{^{4nZozzI<igNzFtMazJqVqn1TD>=2<;`DB*R)+hw%K`fI<}Em#-XOy
zHq}dSFyiTJY1ybtZ#3%)Q(-Q)q!lGw3<`?^!>BPTEtFjeM2t%m^{G;;=2yz5$7f76
z71Z^sH5D_dr>3HES5rn+Ep+La5{WXwN@L?mDw0H*^04D6kv^lgl+IM-qOD3Rnu(;Y
zV$h(q12R*BfLJ9i1a$8l{vZ5b_-p5McyZ%@C0245J2{|e+|D!#-AhE&>Qka~11qS~
zs-1s8)b(m6U3m>Uhv;6ZZ&0A9W$H~rmX@ifSx%Ltc!STH2QTY9si5<>H)x!zule7v
z`DaMxU1LqqHNjI(ib{{x`ZXPEI(DWXq(gM?3d(1^+IG;(olT`E9TVaY;#bD+imrWY
z#NQuz?ytlicc<n3JC&(*dYvPev<7IodrPRUtf11g{Tr2ZeG5XMq-wWS)a#U*Eir{u
z*H_lo)G6w!r`}&o_#*I|;nT){8lB|dia!_XJP`1}a!)hrsOO4pS3=SqM>SF+iJn~3
zl>Y!QX<E%4MLk7bTeUTMdsL0qR?<;C#Wi-GN~>6kt*gVfVK|o7(^1so6ci||#p(8b
zlD872Ra}4<GuafC5|xNl0WbwqA#%-2vjU*-GiFGj6Y&{xrcRS6O{hg2xwGY&sJZoN
zYe}5D-dHL0kH$QMCllWT8;O(XClNc?@%A^8JOTJv<Zlgr7Cc+<!^SF(fARO8n{fE4
z;fU0<YRX>==&O7`=4zc!RC%pA+Fe?Lp&H^eUS6i6)hV?)SDV-B+;#dI+6o_=`Ay<p
zhs#{8;x|9?$0qX?KR5D+E_1gvXk4kyly0f&UTNjMBVDeb(D{m$<<aS@cAs0)>FISg
zTwa|(w;QTTjU6#jVHrONIia3R@h_7(mZ{Gsi%-^BO?%xXUPhf>hjjf#(v*~yc~n(z
zucQ)5Oc0?U@tbF}INscB`moKKtHq__7>x!aB98{3rCi#Lqo~F3imD0>5`8E^sw=3g
ztf%yHBqP=pRGD&078I#V=I}}K<l}e-AvUIMH7y=1ht||uN>aLcbrPmb6&{{a)h!4>
zGZba2OvIG2m=oFu?e;T~d{1oPU+;qoo;W{>{y%b$h76ijAJ@Fbq_*ughe+#<B}h}j
zwfx4Qnp&EAWwwyDmevc90O*yWD$w)~ih3P;#!f)cv@TJp=B`Dh=M6o4=|s9h{ZBRW
z-6eYtY8rJLYJovVsn9c2%as+OkjqcD{c4zHx~9|akBS`&;fuxp02%b(6TBesVV@0o
zVw;q7?KK>YsA(DvE}qXYI@^oZ^;a~VHm6t99jaT)ZKgFA>RNr|vMS%EVyvUe>bMu&
z$+16juFz}_*8SgGC$<T~cBf`*Hpc+^5ZMf04a0WV7xWV`8CVt_w{ulcF%6i*F?!rA
zNyVvYl|zc*_--XdP;nZ3NK|1G{qD1EF<q#tpMw1!%0$E?(#osa`k6vz4?!|gsYJ;%
z$RsYNsdB29GLB%AI-Y9jC!nNDGUuIl;ZNeLo?G}{@%zC}ckqu!t)lVMP}M3wmE6LU
zNvrbj&1m1LXcMC8YSY52QKQn7xu@5>?FCCtJzB~hl_lOe4=uUj{{V+-()lNsnxfKZ
zT2)be3ZQAIoiyut*R?G|we_vay2aD7$uB<Z>QG?|gtp2!-Wu@#0L6b4d5=Kw*TMc;
ztL6=Rm{VNcB?gl98x_?mprWbNDk&+$^%Uu)VxLQ(t*@!6>TQ%$(=V;&;YfF!Yd;Sj
zB624@YJ894j)_^xoWaZ0G>F%<di7H~sZyHS3SC~Eq@|@)QZMJU>e@<{D-iufGFho@
z;N3`3YmT$Fze)HH(;(Y?Qxn=e3+P+un;om0v=}Gc_w;#>&t4CM96Ch&9{|L$Y#`6{
z_|0w(Cd^I|Pd0!_rd?Fj;qow=YU-*wj>Ggj_rtKiP5%H!)W1gCFDq<*ljiN_$6{!&
z+FG%P%GxYdIL;QDdNEg1Qz}*$hhlT-sj%AINfTvBN&2hxs+3DybX{BF_s9NY<(kik
zo>AppW#0)j?NXCXq37xyPKlZdO1gbRPtY7wC7QKXvda01)~TAURXC<~=V{g)S{Bhh
z)A(xm+4!;W0Zh2>icfQ;FG?HzQO)$q=0>RLJf$|}Ga8js^xBm}3MvmSnd*<0`IZ=c
zg3IXnk;`-s7yM4pd=hWr@`Ic!li@0>hO1G^%c0Q0tJD#xH>w9~HHP%2wW@|rr%J}6
zXcwq{uleR%suZ4cXesAD=5aQd-?y-|0ANYm6E?5uClbeSc^e>_4WIknz@|&0z-vYe
zAmejztUVH>;q&UM>cv9n@fpdKYAa^pqLj>^Hel`gH7N(R{V4q&PR72MzLv3{r3^C-
zsM_2^=`U_7acV3x5wEMlu>3}&XltfdN};Ho=&BN`I>l7c(ym0+$d^S=N$Ta@QST0S
z`1<`EKM~yDtoUc~h2eKD^1nS+vWh)#n{^If{bs|h>-t&Mm}Y~VbPYW7y)A3i4^pX`
zcGyD=g`iaGlVAF#zZ1)!puga2;sZkGuM>P3@y}OxMAbQQ&3BNwbC$Wcm1}gmjeAhh
zn6IUv(>a>7*J*URck2XJ)3>D6BUfD$t~E(fuar>NwMp@_^soFEx$x2A2Zwy=PvT~S
z;#1x?a`U?7UXP&BiY;4`5z8F6$Za%@drWG#RCT&NZH{B7PK&9(T94K$(ltlLEh|c=
zq+{n-g+4v_!{C1~v&|kA_=U{;m#wg$EY#@wty2i7WKcP$B9^+CIr6%eoGF}bw=|ta
znw=)CG}MjPQB^ZY%SiWqgZe4Or|dq@Z9max(q__NQ!#8BntfgmicYDn*~*+wT74cM
zifVbHO=cF4Y09XUDkP?PRGDe?a^^{zR=f<v_I{F1DTz+m3{tX}3igH~ib@I96|<<7
zB3(@BGE$#fSFY2o1s$a=OPEx&_EeQiEPV&#_vq~SyZCeS>%2nnYnZ8dbRALja}I{2
zb5@5<MMF>-OSQV@j>>4+Tj^73rbSB>RdqpZpO9g7H0>|M2EY^e3q~?#Huk&&b3f2W
zfS;$w#!VCD`E%k+lC%#NIaS79V!vI|shQBZyfXHIU8dB!S!5?duT!qPhTGF=D7k6M
z#;OZ-yvs<Vsn=@XVSFLyPtf`C$Kh8r^7kq7H-<hQ_`l)>O@57`v0KYLnaKVkY23xD
zX^E<&8aZjoib{&4)HtftKg(`a*RAIb1!Ht?mC-M^Rede}C2SOupQO*De_5rJ#amOc
zb+c=5Lnsv)i>aiYDx$iLNI)efq{~dw0#Bn-(hnQ$+-D66PB(<3u!O08ze725DHIY4
zib@Q*lV!{x9>AH|N{9fdB}sqd`{5_V9|XKD_=527p1vbIGpq4`!Mzf%S^ik~e?r!u
zQBkZ@YFxRi={kK|G#agDo2P1yXj-*(2QaavR%*IUKA}~mGfMuWPQu*k#{5uozl6Rc
z`1j&xJ9rJq^*$STL(CfUbv%d36?$fsqg8VLh{l;gMw)7^Gey+3jV_L%`l?!**Vv=g
zE7}g#D5|aZRJRZI3E}tXK=@GQ?*g@t3Ax6V-g4&MTC-PqUM;4ApG)T2HkYVZo?NNZ
z!)tg^*XY_^P(qqbO7zOA<+>~AwGA~5QLFiU_|^R#-aGsm^Pe%%^B*qiyv^Z$pHRb^
zAB#F>pV!LTo}H@H^l2<r)imp$tF^>5<21UKmt55yLUk5vRY=WFl-(|+Rmy!IeKUO-
z{UdFzD6A6}#VN6>N&$mWQew3;=&;Oh3{7%s6Nuq>Y}wwg>&mK{B@;4CoKaM&l9fs_
zof5U-8%2U+IHf|VYAO*`DnO=0x$9iH6%sutSe+t5mFWF1rB`5*l+P$A1Tkdzzmqu!
zo_t2t+|WEd<gRPyy?LEGP}W}2IX9Ozj%d~z(lnZLRjTT)X}TRHbz(H_GMOf)P_A1d
zmWhO^`j=a56>+ZC(AMddwYqMhM^!<n>Gd@fT85unO!X~o4Q(r`Vyc#|mGn1JO;t?$
zYht3E<Tm3kA#J#XtppEHd>#B@c&YG3;_JRMctu0Xdap55@}9TJdXACL6ngfd%UYg;
zu2pGu^(<;MJiE+%t*F!*ZAV7ZwHi3p(!+JMRL{D@<)ox}=bZVcQs<s<=Dv5<lT4js
zoH>(R=ABs-O)j2=8kaC?m0G=cqhZ%yTQsSvt8`Per`}s_1R+kipjLghOzdG;&2)+M
zRFd#HbaZnlE74S?*3?$aT=82XeIb^V$dgWl)2d9=%wMK6R0v5y1G6PnCaP)|Dq3k1
zDp`{_OeSjPlCMgI%j|%JpahhtDE7NYCXUVH=f$7IU&Rw#j@OUADeK-QBg2{vXHMk9
zt<z|%JEPNc4P6~(wBnx9blo}4PQO!oPScZDs%q|P8k@A5Zka@C{zp!ur(==$eafH9
zzI^1KNBv~ZiaE=hxo?#}Thz7ZQ|T(^4Pu8#{bNwiolobpLGzz9>wbF$Xk|(Bn~=2o
zxAcF0kEQ%}()jsM&y5_n;WOR{a$c3qjZo`aH72uH&8}+g^D~X3uDhGLLW`GqYe`ov
zrLJb?+RDo6T?yTDMO99o<27q_pPZ9@r*Cl}l4Efnff?hD!fQ5oPR4dmXB9_>RqWC!
zQ(cEpVWyIo37d|{orzIRmn2iu&`<TQ+}g#8Rn1A7W(tyt%TPZGd6Yp_Sak`NB4r4c
zCdrc{(aWY)S`|K0l7NIsU!-+SB3V!>?RMEj$FaURz7rYvGx3&#!fJmN`DeyDdj3M?
zu60K@@})fm9-No8xAlEKzeZgZ7cuiYl<#R;o{3o7PHGi&RrUI6=rv{OI(;^yPK9{n
z18_{veT2xK_aFc-769Or{hR(igV#1O)C7*@@X~w@{{V+C4*vl3mHlo100Ez^YQNzV
z^$69*uyk>xYF<a`-_#@Zx6F-K^>;_gM|a1{`LVsGHTXUPm131uJ4J|LxOB<2l~h=C
znrhr$eKeKKS*611=6VEG)pk1)X=KbywN6q{f`FjkRC;P^Kx!sTt(_uDl`>?h2}IhJ
zAtguA$U*E0lNpmOBqXSS7#ncwTEt^Lvl$Yhyo-&%5PpJubbLd6B>3$?;FTA`=fh9_
zkE`(i07T}UC!h5Psd-wOzr+W1ce!$>m+G}e@~brLYI=@@{U0-}&0@Zqp0=fpeVPVY
zq|)@gK8lymzZHkTPyHeMRv!!gfBXRd04bDwG4uZbm4U&_{{SOH)zUfZ{{U7#Nz^`g
z)BgY{r&alHC+5DgIP>rE?K{abAOU|<>lp*!iW*FEZq4l^=~%rDRRt{i$~p>)imW|y
z4l_Y6RQh~t3za|Bsw(MaE76HHX{ZzxVq&BzGY4$w5~bCuhPg?plQK-T&6Oo<nIxdq
zNeNmisnWi}=1WQJ_9k}y48Wp-6?jEPzyWxJ-zH;W_p}29#Fvw3i9V4R``pY6m=kfr
zHzN>CjrKkN026J%k<-CGw)KEUWSzGL-hhnp*du!kU_p)IM8%FfO|P5GoAAYjz!4Mb
zM`-Vh8{RBH;v&N40Rl+2zzM$70L8tDmQBgPnZPrB;{;d>2#blBLJ2;XI50*)J4wW2
z`cdrt$8&R!?%Z23+}#3Ajf_YJ-<6Gw<8Jxj1j(@xY+fQZl5alpOy`6l;xVuhGdrE)
z!r(x;7?}XMI}A*T$KE6v7B>?&gl7gl2r(yV7v2HBA|THJi`)|(u0a-^pvW_h_TdO~
zefwaGcAIY|{<g;eybuP~5F*iy@C5HW4i&_Km^n8B#&L1K+r5T!MA0iX+ObVYo`#SD
z>Z+EN2I<=~5=ZZ?U=Y(OJ#HuyDQzw-2t}@$rq*iJNTQ)^xbp6$5e>B1j;CEw1t@JY
zB}7V;QrZD=NlLqpgUi$$vrOyjbqlFeWYyQYLuf;3g(<em)B`lYq$xzJsl@=N3F&Mi
zuAipqJf)_%zcCFqgoi5YAAsxXNQ8p|RRokVPS`(DP(oDV)}`_;W#)>#b@d^#<vy6%
zK20=~sn`eh)g%~Giy#n*EwlTnDk)QrAsH@f=LfY{S4F2SY-x>^B~E=!yINCXwa5xZ
zJ)x#a3Q#3)eM(Dh=w!$uM1mw*<d9^Lb|3@2qhbh2++;`*?VE`|gvIk524)S-i3Va0
z`P@e4{iN`O7cm#Tpa2P&+HftBKqf9v0f>VF%D(0Ysh@1`lazbN0&%#HTwGrm%y7Yy
zWDz2E9+!YUJw%SglpvY><oe!km>0dK@+=PojmQ!)Xplkeu@PwXw+l9$3r&c&&>(xo
zjEj>TGG;gR#q0qB3<4(vj>RGm2tY1wK@vCiHrupG24?pXZFr9Oj@#ceGB6{BY4ith
z2<;Pd+Htgv%&lTOXKd~6BmJ_35+cMz0V8rVAV?U*h>&n6gh+^tMTM<<&IQJDGhhz^
zJywA^!SpthA|Sv76yIp!_8B|CBX|RI>x+ql*$5A@xd6=Afwkb6vA26fjt}7zi=4!b
zum#Tudz>FxIo!xT{luJb17UyZ8wlSSoQNlLw+KTSxHrt3MdAj>262NEg+F<>(j*DL
zq-K4|KTyjvXge7{ygUB@luhv>=15fMg2dR!wrwyXMoqqxa9~UkfP^1=0wfbM0Wfk2
z?>?Iz3mL`+*D*eXOyUT&&B=vh)qlcr0NMn|7Pal%@c#P`;(q~>BYE7ILJg<XNEsQl
z!Orqcpo6e>8{$BW9irEZ<_L(Mn{cE0Hp!74#$<ZWefORT%n1kSouu}Q*o^HH20oM`
zXj<D+7L^nzNlS<&D@hS0DoF$x0Avs?Hau+_cRF(hoKlq4{NrK=m0An(0s2RpN?#p^
z?LZ#mjZ)K-aC?dM18j>}`u08I#1IY4L|}^p7Qc7`Y=m`0bH0PBgt5#TGDV;|hS5}%
z&B~Himg*P+NClNTu_yW}P)yG$^0u@J^bKFgbb@|ZxGEBu1c0h%{Ho@}OsQ*89VGP1
zS3IB)W-kEZ@=W(4$%{!6FfMpuMI;oG2q`I0CQ?#*f`JfHWJp#)_2CHI>-i5~qUv#`
zTd!?D(xg}`2{$ssoemR;4W+<4o;4?!dYx)&p_f>3Kfc?|t+k7rDGnqkb{#+oNf(J5
z4xi3E!Kd`4HKwVgzzo)dP>`DdJjE2ggn(nE4<rF#K9t7b$3AHqlVY1*(hyQf`qJBV
ztaTD4ep`u4tdSNi`O8X@k`zCpgmR3D227FwnLVy8CI$C5p3IwV_KoJ-5F$)pY;o65
zD{_Xsl{unnLYd_PLoGSyB{C$b$||Lztq^*M0d2M+NdR<?jbl*cEq05kROxR}Xk4n9
zT`q*o5~d#LQ6@iil{+FXZ_<QmCc_z-?P7gF2VsrxCx#@)uW=#(n_4e;5MtKvQTli3
zT`bfx>kfhSHuGv_#N|Iy97<FUK@lYHVnr#51R2<jf+EDuJ7i`JxI!JxuiV}}&cFbD
zCUQaHNg0XmBzj=%BHf6!t-=v8VSJtY4*uo@cbEZ)Bj4WOdJA9Q@HgQId7Z%bF?q2d
zM9s;(0(Kk{2?9<?&4gHDFZ>|P?yrOEo19F+jQ$wO5>O&Y0!9A-0cj&LBwP;jbHWiU
zTJi|Tt%b-p#Ni}k(1C1YYZ(!HiIPDA-<jb|5j%bH7{_CIv9ue=c9`~=197&(MTs|$
zP7sG80SD^OZG?%r#KcAIXtVEVfGs_S`;aEYWN$IVH@P;1*hXRj&ESwHyqFl2%4R(b
zi4X~}?+`aBFfK{D5nh^^`pSlBDVtNTzT#SGw3t$qqEY~o1Voi7Or3W$oBtp7BZ9;z
zNz|wn5m8!dw24-YsF4sWXcbkf_ExREmDCEMwRdbvYgcR3u2rjwqN<b{rAABj`{ehW
z=a1)~{B@t?J}39NKcCO_zOL7$AugF3sBYr_qj8#hfn0zsGpcEH_1lp0{(y=}nfPYH
zFX^82LMlayf%X0jsYqnA>06>q_Oq*H0oi71dbbkj!uwS<nX421TiNQw2%|edFl-*>
zC(U5MFmmmlewkTq=-UdM{!M#?NMUL8AGap?w5$1LZ39w9myE<e-skwob*e3#WF==y
zJ1?z!SIRt%cK+fZY9TeO#FUEmY)=g(@8eVl-Wt`bo@9()aiuF*CeKIz25+W1^h!X1
zn8s2!&X$Oc{s|c^^{|wi`JQKutzo|OM0b|Hib5HL0aeyGhjJMH_?bWbSitx~Zs|NK
zCi;<=6mS)`8wV|fF6RXxel;s5|C0)c;?JKs^nE+i4g{ctuNmqs2c>F^mACT6iR{b;
ztoAGUK0m8i;~NdLm@#PRS!FZupSI4#Gz`PsU7;wBW4dD4|Kb0!dAN`Me>RWfTkREn
z0(B9B_Qgc`=$&eqe;g|r=4V7Nv;QRUV2)*(VoS_B*>c7zQ6oDJ?`GUIqZ5+vf2maD
zllUcIwQd7t*~`h});fEgU}>&3BQO$;yQ#9AvG~i*b-rmH&IR)Fu+Kmw?6%ATF%4eP
zuoO2oXuz(R{{r9eQ63Mmv$<i^0c7BuA&+o>mqR4RQ)g54-Rt6E7(VEz1kcXn>k`bi
zSCoe-(X#q|p7WR;Z(lM}FV@GG%F`T_0~yv#Tyayo$wglle%l8wj1&l*70D}~5d<ul
z?Pu8-nD-dK6*d$QS*bT+yTdt-WtTBti<#4Z;FQy-6%#{O?}WMp2D1kj+1=Ed*|%Fq
zmiz0K80D?;TXYX8BGNw4VO}lYz}s_#3Pj}y*jxPyf~s@`0q~h{g<uL19I4q1>{+#N
z@6cEsxnsKjIRO16VQDk~bYq18qLp&$q$5LVX{EM(cF|&ncq36sCLI${I4jwR&X=R2
z!hu=@c->du4}U~Vry_-_3^q6ICW@M)r=&%6lAm>MAS$FpFZmbXd5l^=>s&Xc8gdt8
z<*FfZ%A6mi4H4mZk8~*#!=|#3JbO8D<3_)-%N)h{YR8@*vgF~*A{RlzCb8w8MnM+`
z2*o{1kEbL~37f1=+0*Ur_;%XK^hI{J&r&xi4ueRqHwX6|a~k!`DxNJ|HF==H%!iV6
z&Odv4m{xpRDain44y9tJOmxU3vbc`a|2~Z5i>DmRsZ@z$GTMPV6Foz1ZH>>E$MEkq
zgEci2n-=KcqaMZl3O08g^>OV7sFL{e_Yfgy8RX+PV)Pcugu)tvNVQ~d`yjYVEuDWe
zDb_(vbifD@I<a<@eb!t8rTMi*r2nly>3mDOrTMRXb#{Gur97@=9J2V?pT=ZK+*4Zg
ze}JbC15B%7+zguUDljBkqhw2K?m?p6ySZmi7bk@Nq}{uJaZl$y@%$xPGeFlPToiGs
zPzUwzAam`zw|lkXe7v)>{By3NbefTf4wY3XR<9>R=y*gV|BzMXf6bkBcEa}2rZia^
z!SdlvR7vPKlbVQS<`?jUNNG9En`lC>sw^&-EaNJjN`>f6Xry33W?R<67YXh9^dLXG
zL4`=nZvD;2M@!#o-O8j>3`ljUxAa5%>Lb;67({z05J}?)_^2uMq7$uGUk-Iu>`s)5
zD(a>FXs4yUjUF1);bmyHepn)IWj^J8Nc<V?YnOYx!_K9)Fl@Hv2}rpqR4;IDU1E_b
zO`e?)CwRNOth~hUf49VmNULe)Dv_4OqatM>Op?gHr9hRuXR{XmBCAmi1k`b~D8H;N
zJTsO3F_NhaG@Ep)5HPYANgy{@3!GYdg*P{c^g%Ke<lPxhpL?u%VY%30n8O`VKlqlw
zz#)Y&O#iQj+4*;wyRv&Msk3Z7dV5@GKpgh$TOE}*vrYo8+AVVh`-SQ;;cK@zbBG2Y
zFJIOif8wRgQdW;Vk^^O1v@aq;Q4~O((lWy)pdI?VbvSRC%|nJ`83-E0cEv5XTg|de
zPR!OL-TiqQL^)eClW!@-K^4NqFxilBA_Yg$+fE5s45GHCdUkU$)p#kbmmv~3ZPkG9
zB0I^MR5_(MV$$TF(+qV%DgYdbO>B~P(Es=riCYod1%}Y!Y!eI=&E4#!SU!OMC&ZkR
z6}y#E5_GU7K6`9||Lw}Mb_w+2E$m;ly2InaY#=c)nQ2$Kt7*NpZ*?qmfs26`!?UG!
zDpD^N)&-OE_0AN-ym=a}S-_vW8jZ-CbakNP$3#|;SNH_4Z&}Cdul-H|b<JuF)I%At
zjO}Ny!rnvY?3f5*&?SsKvzr9aLz>H9o#S|<hiw5O^tFAFnT0*^?J^^8s@^YNM&Dz4
z&nL07ksO!1D!62;L=>!V*rr3kyyKA8j7z*@U^Uwwz`1ceaBt4t%S)wPDG9<X7dN1g
zZA*YD6BqrB5u;zv_JqiBW1;-pn{FH<WeVGGzXBITnL6OJ{2fimvvACOxaMjkaS-z#
zK#DNCYd0Tsj=OV5`Yqt31W141_4S-P_knj{H|S)=!2xCNug;gM`Y;E`^xBLKKk|BR
z<u4o|K!5oiwUYZJg65++PCFYoiOHQS9|5DI61&q%fsd45%zbbY6a{4V)7AqpvwEc-
za!zf16F9hlg`4>Y_-v-EBB*QOI46g1Bs!zHg!q$~&35hshJ4uY;5xHJ8&}{kM@bLR
z4Pn-q(b1B`rh$uO2K6SlFXNK>yt{l+@zj6aYaW+TaBqQBy@c8LqZ|>-<%JXa*)gQ1
zq4UkQwXCC4e1xwPfRsj|n3$-mtF;=%;Q??7AytzBf%!`%-`kR29#hqaOSpu}?~^2F
znIXUKNg8r7M5Cnb(WDr5_r5Z<Z(K&&-+q{HYDm!ruBPeVuaO2-G7u=FxwOr<1z$%Z
zq1{kB+)&M=ahdU&PV#gEh9pS_HkFi$LOhQtx0xnjWoq(<5mGBjv=JQ(k*cdYz9k#Z
zpoa}Nq&9KkwD#|JNP)dmutrHUiz)y^?Z-{iwyMpF+7QpSB6W2#*i9f>c4-F_KcJ&V
z71z{A_kOSu-0y1V%03U%u%|-|cRb&a4Mz!Mi^p(ycZxrH**ymW4VbS}GW+>RxFhUy
zLxR;x51Uz3H?QourNer$amGIamLucI>R}sq_Bj6o06I>taGnpy`OUP>n*3W%#`!<M
z;7-T4yXyrKs~u*4MBX$0E&k(~_s6a>Ecy@bu}bj#-15q*eYQb8AGTF2hJRR%xZH^a
zm}&Lo^}BlE=k{dL;GEuq{-yT423kR3;bFc}QAzRPQ0w$zUX=klf96M}l1jaW@ppP0
z?v83*vYrvP`G%*Ba%0s?fpr;Tg>r|cl;sOuIpfm6tMoD#m-*&vArvKFo_7t6H`2NW
zolXSyIDd)|mQ}m4@9y*}Ur7>d9`g*w8GoNX|5m`ziQ{|V3uKwqxL>YI>Lu6K(lWEP
zr-4$n_vwrT%W26!O4=U|&O*r#6I@KUrZ%R}ciikf%7I}zYX4;HlI8tTrvNcbljf7<
zML?W#i?d`}I^zU_!mNe`>GfTam(lF;eqsO9jpTMh6yu${AvKhvD`1&vwkT<!7xCq{
zyRdlNBc~5>wG_Q{sd$#M9I~HTa<PJgv2ktX!(wdH`Mokt4f3V)*I27F(E1taWY}uC
z4r!{Dq|xg5lBR=$b#GN9a2IeB@70CFZrfKF;;`akaD<~$Bp^FG<N>{YitUTuSgdE<
z3x=D<Kkw+S{Ra>U*1l%m9QF2+$$r1gosT{eLrzz-%q1%Vp1oPS9<OQBoIm6Dc;g@}
z)1ioV)j+w-v}L?v@}|)8<4E(4#I|Sk2Dd623pOqYn5=b}RTP_gUGu|rk8oTQ^Sc_e
zo;t@kEo3UqZ0;8m@?e~0`~}NDo`A>Qxwnh6q^|V`ys#=OGrr(wd}0@<r;?S`BlWE2
zVME1>Dektmr;qPj->fY6$o0f<J<z;g8RqBt+4&eu@39$}&i8GmBeN%Oel9$*o8@>`
z+WRk2!cAppTX0M3@x%j@%=EN*0(qPDXWCZn`CAFL8Ht)66JK6o3RbSpiW4`bbOML6
z0;QbWpADP|xXVo2@i|DxeSsUj@~xK&IGlVQR}?=%GBQEi(sZ7q{cCd=QpF2ceGRT#
z7r9U+jk&Qq^qF#cFm}RXG9Waf=`%^-&o<7zc>NmdlTYqtQbK009(2x%H>q1N`@Fne
zI}yN}+mU+z{nF~=t4W&Y*L4Ip{^n12q&k}9B~LF6$>AURmiwuz7_2jCo5tIp-E@6l
zhJbNSDdlu3{Mg9k74r#UKJMjw`u=y2-IsK~3$j1E^D0dBUM^;RHD4jGeQcebd{gnt
zY|f=3ERD0aTESFj(|BSW$68uy5jJ%6*?n|AM9f`FqUp73gIVn-cZYFX<SUUmj^dt5
z*FBwSVi@7NpTh8T^`M$YrMbz8luH0agAAskN#Y3|hlC708G&1`em@eCO47S`lYH<^
zE7eryLXbmIh?KaFS++?Gh+8Lf7OwNGafDUGBGo@^g+<ZdV&p_b)rY6$KY)zyV;K`w
zqhi;q!$#9GDMMK|5>;sE=Z0lfh4i6C<jcyW+SHfn^hQ*j*o}Ofz8n&Jz*t^ub5E_u
z)Sr)ejdP0+)^fcc4ox?<?SH7My?Vh9lc^=de)T=>>RiZqaj}c;rQ`G5+fC8onKz!;
zLS!)@1_e}*)qM83?qac{^25#cC~HW>4{S#LEct77rRCdCx!*r*gz!J#2!b5sB@Vq2
zaesX;>Eq0ns$=7$p#Fvskg;*t$)A%8HHQJht^WajsD9tcm_FeTeYN?{t&UujKY0`)
zNkLO(3EP3Hc%4(_qP>mXC!UPXp@_d~2BNopcapzMayXrz`<3;tS>sy}n<g`@jHHay
z)xXp*!)w_VqB++Gy<0I(YRi(~`%_|~te?Jb<uwi+%K1EESvgZ?P$Ty2PrT(gwEDx<
zUsto*uDa`2>Fd+*BXr}~^fe#n7-J3-@hhTbhOw#Xktx+zACw-Q7`!<6*s=6x#lKu@
zk8hVZV|R=FM4(?V%+@+z&cWM+h7yMbK^WLTN6$A{KHhQSQbG?p^7kc|-3V+rQ#rdf
zCDTgp1U*A<uT}=%oE%gu%S(LGN8HT6Yw%_5<YAh`2gwhY--}~S-`)&1`X&5|_WREm
z`v(`!YkCHMvp9^;^HvzI@8^+C_B54fZkT(awBvi1F&`|FY9>z~NV-hil>OK)F&#|!
zxvg^T`*g!Up>vPFiLEGyNs3%C_f64yjr&`FBSgtr_vutRT_CRx)o5t8Iv=V{fi+;2
zKK7}^7}I{wSGgpC%hvQRsZUir2ca%Vqp7z-D0o1{rHP5nHhWNee2kyC${p$wfUkiq
z&=SDTrgseQ-;Dk6iF)tAy?!v|x|7B>rOWxbN@i%%!`AQJC8ViZ%T7+)B2#trKdwmQ
z>q12k=%25R6Ss3q<|K`ke1_`X@FgW_74l^!qn7CiIsxRTt~%{mourNM{_mx4_oL{v
zGM<LAP==~M@uZ*WDnk3e=6>B=JeI{)mi0(wods4|mQ7~UY4h$T<Ks?AJ|j#<{=r#|
zGuQk!Os~zkY`84!J$uqdxBI(u8duo9j2RKQJJCp5adr{%iyn93o(2{+WxSZkE5AtM
zDiKYz&@--mh*>Pw`WjcE)%3rkhIcd1+=P1S3OA|bA`m5wy2uAGOQ5=WZ|+8qJ*9Jt
zo)`$VtL`P6t%mUSo?S`ZJaoMD2cDU)Db6eV!PT;(YJXc#{t$ch^Mf{>EX<*C<%Vf`
zpi1osx*mtS-F6{-Ok428Y17L+H&a`~o1?h8;GGmyC+7|{&HJ)#k!9vnD*6RHS5h9T
zQtRkIsLZ}dNS|ZNNb1HXRf`j8bU+sW^eg)Tv*$nHlN+12)5>WIQalt&>r?v^O_aC{
zgk9|9-nX&;0N}@8L<}Yy+_8o~Emp1&>6oaZV(-ceoSfGq9#)nV-vZ|4y)fPr(XN=9
zckgS@pE>W4N;?oYy<$u|l#D10HVMt;j7WYO7Axca`@y;=Qz-J%ACauA;&QE*yO;d$
z-5PFht#J;V3|z~saxw_(u6?1^>wZ2+)Tz=hwM=r;^`g|>^2wzTI^8Aj3OQfkPuNOx
zU!KQa#NxdV!RQxju@~EGNgpiSgPTjSnzsyeE|mIX)x+<Ha89)xr|1y;p9_RcDW3lG
zeDUp`RRq(20P$;Swt=n}pJhFnNh<$w5hp`KYor$!z-%;P7`|929m}5y*u46=5So8(
z?lPm0y0hyYbhe92WqRyKnvctH!;ClwsnVsw$$9Xv;It0g7NzR2TGg(uQd74oMW*RV
zg%5SZNal^N5-Ta?8fjWCE_*g3`pmP}NX=O5lCdf9P#G7f>)A+ay=U@9t};VU_eNm8
z*N0|9(vPpBdaBQ!tKSb%u{P2jz3cKa1>hOPmcb9ivGBAD+($sk+3{mXRKB-Ya%;Mo
zSJYCq-3K!eqhQSOb!w`lP#R6f^b_Dle0iOt(Nxah)S{9<JD}Bi)c5A^cW;@M26&<t
z+>{9sn9OBtgvU%2OVdm^p$=1@$J2LCE*z855`|h^Ia*dtUt9av91*~aTusICuJp$K
z!$*1AWFR|_1){uLzW^k5z$pP@{OC!gzV%QBICj@YAtm3ei>fsI^Q0s$cMv4trrI?5
z{feL{Xh%!i)=g{AH7H*1iK4M2Ukb>~0_iK<9N)Qp*}_^wz;<<kjScRkz>^`@6?W^G
z$^rwiF}5eW(Lv@y^kbt2B>77naN<fA7O||=XV)Hwsh1B*$z#_WJs;+&hVBL>XmHR1
z=e*};l2QWT-p&$2Pr14Vn@a+<tA#&;80fzKU4MzzuEtkkx}h59pxKLJwhm$Pc8i){
zZT+Q@5>Cyogm7v9i2BwZQT9ITj4eQdHNPy=3b=h>03#G3e?`KEv7xtyS$RO?>$X3p
zqy2Q)EEA1Ocofb)9HHtB<+3F%MI#VBghBEG$H1U~=C78BE_jgILZ8Drm#rHX(M3iL
z4<f97XQu!Fj##>=<)Qfbk8xV=%(F|bz}X234Ky2jiJN2mL$*9sw10T0!{LL}kIRKT
zHyhuZUO3%UHNFtU`ZTLHJ6-J#rKjJbtdelnM+%%F7~>z;OPXUPoeg1GE)H!^EkIJG
zHHT<0!H6~F7yywn`mU}$Rr*PL(!gZ;VXf(8YIM^akjq%J?4`QNkIW7HNt+=recQxj
zpXog<%JwCzw8o-pitg;+^L7Zlp!4+Z1DH+IJc<SeXbwFqy77#5slr8Frg0>+*{ag`
z@RIbTsP?z=af8$$FN!ha@WXHYX$++5@aVLr94LAQX;9Yql07p6emxun8aYa-Q{)3Z
z?%Q`?ia8qd4W9eu8pTJ*p+|_R4Jmd3tx?Sr(r<dgW|sR){z){XU|^uN$4XCr&mm=$
zu~DHb06zXpzCx=5EsZNo^zZup8I1l{z<KWl+UH8RK9T=R_V8@T+mCY+dy(=F*crE7
z7x;V3t@Vyk`M2N=>^(gIYr6$~Vz%aZtkQ}DD0f8~m0zDdx&~>H!_t3gm^{D0N4|;l
zKxv`B?s_w0M!zBVYuOiZNPSf>kAlbPqno1V9N}ntbC}$3MzN2e%;hL~q*nKzLqyeN
z0N@;#YUX@^f?a+o(xJQ0mcA)>!<~KVn-QJ}ax*03>Eebt{hMVRq~}os%P76US-36I
z;8-ocp7)EufJEKltnFDRPhI@-PcAo!eJGE>$x6RUjwq{^qj1x~b>%xPaTr9Vpbmir
zxSFjooNcZKyF#50Cx<IBEPmuuXn-tsBMqQr1o7**-SLx|jJea^-|GBz2rCC4_hbu8
z{nNOc^7c!<O61IX;bxHa30&|ZDEkbfVC`{EHDTC&DKaR9?=<oF?aEI892G$iRJo&l
zI7>B$=Yf;kf{f#uBd?*ps2#AJ?+(!`0^O5CMJ@K6#_gc=ww;&Zi1nZSUhHI*78qhD
zn!lrfKLUvu6dFBJZsx?m=idxJS~!jq_}K(i1dO^zMAf%MDy0arVCxdtH6X1=^33k8
zUFv+>a^7eK;Mq3%r!q)wIlez=q^1t(>wPrR`7(icB!5oU!8<6M5Es=Y8&VUIDtAn=
z?}6s1Loe~mK^Gu9a`P=IveJOm*+?0tx{R@E3!XPGy5&`lu*1E(0o%UL?RorBJdNZA
zDL2f)*wI3oC|@L!#Ts-<m&5Z;8LUwnxCU|~d01rVt71mBS4<hYPYXpa@EKd8k5%%6
z=6^BPV@JApX1$_`l4>y!Rs!fU-jD<lRg1C(Z-TVF<K40zEBZ3$Pdxjv5K`zV)ezhb
z<^f1Mj_IhogZ+?Tz&Q$Yy(>PuQi-pzPcuR2jRy-;Q}Xv+?Che(Qb68M4N;-Hc_EY6
zn0r+^ikq5-V-)8ED%~!Avw7ZWq1AaP+FQ-VYF*-Owtp=Cqf<!CklT+fl25lJ6J<7W
zoBM6SdH6TQv@!_b;ohJaecDA<T2w}_GFZFIC2`vWJ>2E3!So?~9q6%=SF~s2Kj9x~
zG@TOT3sK&xFMS7tOYKwVKTD!P(S_3$X7NciH!7djlE=_5vx?F`g~xuf(1?H;&rn#2
zQB#xx97rJ2r!DO2k1QK}>6DN+MYU%dN}BSB7GI<_WOi&>daO_1v#7Ze_b}c4Z_}HS
zrmrplX`=Xf_KOsa%4a15_;w0iLq@~!F@=Ja6U5vdhE6UJ$FJY{q<huYxXzZ=>p8%4
zXl4ScWbdO^?4aPg5ShlSe)@o0(l;!OtN>R{?J7YL|Jc4E%EfWoRX;v9ig5Z>8s5?P
zdLdrj=Ax?1Um!vJdHT2If$!zsTC8e$nJNMEv2D=8L590Y-5+=`nQw_P`t$fla@NS1
z%w4<h5ahc>y%E#%?(mq(A(y9j7+&6YcIRU`5p`xDv>?Js>Zv5WSiBvIanaK)@yzjb
zl{f?y3)(`vTjy9f^I+s`vQysd-;t3ZRouu8grB@5hlI$)>FI7K%c3H0=(01+{81&O
zHM0@!>o*rVO<!0mnuf#X2){%^#jhR=B3j;j(-3|(5g0gAK!u1~dIo>3p4>3e+iyy`
zC3(wP({^5N{F9Is&QQMjzLasg3&KzQo|KeK3lLiC8!LawvX;ZRI#E7RhYlPF-(RPh
z>M$xBvByAe*{hRo*FF5@)VeKi+p`oTRM1<^K;d3f$W%>f>^&<<jAaiQtD9X13^I3H
zv%%cExkP+<ng6|M%IP8l<xyv-)%$<ogG)zup1)B&N+I-*v^Mq3p`cJyZ&!WqZn$s%
zgg$*jm?D_l{Erq8M0deBbBC7w&iC!>d%Y+AA3*W6_*&@7i=o`cf8p=`1GE$UMe^+a
zxR0va{Rc3$?3!EMoX)ls!2@!4Boav)*(tWz;bi0X3~1u&Uc;{`dTUne(9)@&FH<qX
zWjb8Y!q?6l%O!DJ!sm)eL=P@SV8uaWwr}tM4X$9A|9^1BAcsjMTDl7z$;vx2uOTuH
z_};w0Ue9c<U<S;`_2gt8K%2n)Z)!c|CWv0E2L5jb+UK2e$;=8YzJ2A(Hq_sGMctQe
z?Lzu+@MchDH~S8*J)}%Qu@304a9MaM)(P$<9l(su`B@ya;_mu&7SF{oh!E`j0!~}N
zk(=mZ7sydDD&z?<oW--flcf%WCgQi4e#hl^EIKSN1op8L7BsH!dZE{(TRQfbz26St
zLRR)dIvbbcsR3{LdZ3_f<udPJwlJZhanMhzEAZpiQ|NUlT8!mwZ?R8PP0hoaXScX3
zWh>jl4X4cBJD;uVZ9yUAlUT6U>v^6xT~sJM8`@FA=H1}*H@|ALS0>=Tgbwj<FNu{k
zc1pa-U|X;)&;dq99O9Za%02|Rrt|5U1|@cwz^9(OsNdd9XH&j96)uIw>qMGV-RsG5
z$@-`|Gkso;R%mj0P&hDB&p1+pE6gu*7;!$l{D&S5{0UmRpMO#O%Eud7m0un{kF=_g
z@aesHVjf<9SPf^a8g9POS3fov<7sijMfFadMnDP8&sD_W;6H$ORgA$i?gEY(g}&&o
zNjKIrHs8mSX#L!DpD+T4qR<2lj53b|wQQIBRx`I@Rp5igWg@*dfSM%fDx+x9%>6)z
z^mL{OmrA>sT7f(kYmMLIJVI!ejF8F6`w@U$H~=GSJF60%y=wj`@)4X8H=MaWUt%}Q
z0Jr01?xt7F<YWu2JUWU$Zv5#OxiSg6!qe~L-44WKGcjL;nzN5V=I9U^r3H$67oflX
zU{H8Gq-1tJlq>v1|2U(uD|>D)q`vjbnsT+aUCtJsm$?tm7?YAQ3xWACU|Hj+*Bfiz
z0lOvYVCR-Kh_hoM%k;rSnNwY)hc!cj0OTOm9pPmzQ71458RQZJu&u60ccT{F@Hv8(
zQ9+PF7DW_9kZ#%Xk3i3;JW<*Es|<u1m03RMX_=UrBr6llxl3mvvGk>fe~gfQ_Iv4S
zQrL@PNk@|QSRH#nlO`!F(7^CSXdtyN9jbbFaJ@70;O`FeI~!TYUGn9}U5T&0TQ5ia
zXoU-k3P;@f+d9(lS<b+uHe0mo+stG-6F`l!$%;cgl+^1v5A*CxuKFE98ZtRbIv#G6
zLZ<9<o!C_$G=0l{7!FILS(%e%A@w&m%7h*``#tBGkBdxiY817eJ-bBMB+L#TsJy1P
zh8#|XD^wJ(f8zNSt0VP6AQf<H9%87oMdG#Vh8CF^n~>T{rS5viQgm)lmP=DeCe#O(
zkvIgI5XG|+w+&dd^F`ryT{#WZB$Cy{7cJL@Y^kfJ-9&M__tm!Q;fPODm78LPnta21
zB`*I&OzLj`?@pU;r0>7rF8s-2B<cR>Rvkb`y}j`w-MiNf9dTIkmXP3)1Brw#CqSLp
z7tZPsT_?DKvHI%+D~*~82elPXpWG`8c&R=gAf?^~lP#1552V4+M}kI;zmoM<<A*s`
z^L|M@6n%U!7_}4nkw?i=0Pm&bFq=VEIE1u&F#kr;+npZo+F+9jTz0|nUgWs>t<X-3
zEqlEZw$ET+CB2n?cz{X~Q`}epeReT6kFuL#pS$84(DFs^iRLZ__!EV1aAP+J_FCt`
ziitQ;BRP-3^rzk^!sDz|Z8oHf8EMO|eGYxDANfmGYj)&600ioPH23v-gJy{XXqNp^
zo?r&x+=Ts7YbF;2raF{E?^{qlb6kjDvQ}%!tcNkhf`tpuqSub|30q9tNdV30Vd0<l
zxm_J^R(@}7%Q1iK#G)Tj-xOixt&_Oo*0A|Uh*YqIREElPS#b#kIEv$^4AbhYh%>LO
zVq%h`JkmZwrS!Okc|O}~4Un4<WZm1l#XN}_e947ta#Mb>B@G3lth4pTy3u_gFyoY`
zTL$9M7wg9ZJljeFJurF>n?)?x-3^av*DICYk-La%l|?P!F`yoi1~qJE9<(#F-BYno
zLDdH3DG{OV96|T_ZHvwH&F-);WW<N;0+E;H!Py+mQS?nJp@rHw98U@H^;S&v*OGwp
zl3}uX36=m^rd2L&wmoV>?<ti>iBWM8|0OESG9%JEsEcpg^E2>DH<vv@VSd4U4T8n6
zh$(d`Zn5*z2a^)a#8I{3#cvsW$HUg4@_{u`KcL+bQ>*p@_{`lLD_gY$x|dFt<Cu?S
zvA;frKj~Ljs>3<oIo}2|$0;aPVxbQc&yPI>jQLWbeV+L7YeMd$S+~P&n1!nzk>1^=
zN+C^JQn_YHWSF`JCE8{@Mw;LbCe1X0L?KMNq;&ge6tT)0#!3eExwn1T@5SVG`w2S+
z8yROes(oU9SxA6!soM}X<t`E{uA67E#P@FAkdP85Izv27XKe66#t-$BuVV~t5NR2x
zp$m6GFyV5qlIA|L#eLHX6RFC^V<{`k)MoIB<`<5Vhcqxq-EdY1hrxG%wFWDHSsb$G
zs_Hzrq5mu#_Dr(#)(h0?lwzE!Nn{CXu-QDP^(zUJGq4n#(7Os`N?Nu33j`?4A$^b^
z52K*uFCoW+JlTVcP>{eHeG(;iyvV*b8LSz;5DEuB?qS~|g0YJZM0{5Vvl}4(tPin>
zwp~q(8+h*9A|aIE_$J|mPpLCJnm)b6k@+*?wq=7J0W!dvV}<eSp=$^>jvBPxlgFwF
zr(<?Ul*<4>M$GTd*^DUv!C~?O<e-h~I37TM9AehFkev}MI}eCzVxi-n{_*7AdK=})
zjO!`w=4ufw9gW932IoTTrXZaHjMiEj?g0o&^!4Li-dQeUc30o38?G4ycUtu2(%c78
zVOT_zf?fBR_2YO3kkx$Na$@b3ch`jyBf=f@LD}mpHgw#_kM*u~nd0YvFVIVNSm353
z=A{)iDm;zlPv)u~6G|XDX#%%&Xp{57qLM-`0Uk9Pim;{XduIE0@fT0tCzZ2F;r8bn
z!bx<WgU-{oG4<&CW2&54--Iic*JDRN9EftyF<~+`Nd;<E6VKLi?@Zk&k)F%CBSaz)
zlx++dA{G`ZbY{}R>%YAm;x_eoS<1CXVn4&j0`(%;bUHzR;y)G#5jQHEJuojTYuGf^
zkK*~ahwh5|Xte#AcrbXy_q%u@4Cm`?_gb#W!z5EcIdUkqq|)50@?7_1T6d+hu1VMH
ziHjBX&h%6FQ+tD8^DAMWN7lWtZxu^QyO=wnvwe0a3a)F%k?zbS;doDU$WBEn5(Pm(
zQ*Pd7<7p1oTgK5>v9q0-ujNa%_x$75in<=2g8#`m_j@S;W$f9!2^^B=5~%_8AhTqP
zLH<Ey^4H61^*e;bqCGFQZLwd>oIF1eu*)Xw$B5pN)mb829|XXt{$8L(=E|~fdr<$v
z$jczj#(e!SE&Qh~bQSjz^SoQ$w4H02+JTwF*s>BK=C*AH&Fvfa`xFBMNy%sF(l*AM
z4wDncr4LLs$hz%rxAdq;Qn5cuXC#`!KF72cXx$liV=j+LT)Uu@6^DR=U_}&e^$1b=
zF(h0%lPW`_cdK(3fCo-U4A&caG8<A6dnNu=D~?xwD-D?M#t9C5)p|~_D>EpxsB#W$
zs@}Y_Z|=&(q4GlRuppV1et<Y%$;C~NI#;&6%zOG&W9aEnE1hBJ{0&e+EgLn{sBq$c
zl-3AX4VNL%F=>xCegWqasV62UIDr71D!AA6h$=E?9%D*&ett(Yer0+#y83pWeT<aG
z=8c9L-v>krO|<(PS7z!=^oELpa~{OGz3EcBYwfqQOBxIgi6g|S!vZ6w=@$ftv@52@
z?`S%P1rOH2Qs=Ig&aD2e-(yQ_mz*-K{P7Ru+p=zTZ-OK;b1?M8)%jWo$Mf5B7B$Xq
zbe_>ee-o6i17(4<tN$JdJjI3RV_yCW)!a+&Q}Nq-o%7?*WUlMqljpQVte$nn1qX7e
zXm4#cz3w~h&iK4$cbSlRPI*O$Yrru#4R}?E(fEQ@4T1Fau;IYPugOnLZO^6f^R<3~
zYi@-a2Q`|KKXmnzCHrBN`U%Ka<<Nw;$#Q2gMJ4&Fu5#C>bs?Ge!bM4&7;mI4rD9*)
zSWhj_Wjt?IOVq$fhqyD8j&`F|7<>7;9L00Y@&BR~v(PjO4<+}+nRI(0YLd_8j15Eh
zQgt6yln&)gEQmX03~3kDA$IUQ*$eO`MHGx>5t0o_?w1Y9%r{!V!!$@bsSq4NHjpSB
z1xQPU5D<71ILgz5ZcWa_)H7cO0XVu8JcGyh&kNr@H#5tZSpRkp7PK%twzGP0=4vuA
zlWsWk_Pw*Hj{W7zTrCHlu4idVRYlfSC6NYv)eDYc{;E#0_6wS85QgEzpGrMu14j+1
z9*9Uqb!^0N7N%<IdOTh`r#7w3aN=9+i>bg|r#8k+CQTiB3(m8M4gAwq{k%8Ao>yEB
z+7ilMtS*rxt5OcA6C|4YQ#|nY6JupH7|anLum21CCLA@||8^$c!y%@ok>*~3Hx#9B
zCh1M3F~G>wRECk4{^~M6uAXcwhu(7+I~d{-c3~ye^sAQ?_AFf_MYFGZJF0$T%O;wI
zO3WNZZ7R-vZ|yg+sn;{-oBsX{M|9Dn?Hf-{GJFHR^gL5lK$GmL{w4dNuck_F(8q@}
zmtoIlZk{RYZUDGSiYw};<V^;+UeNB{iWbA8!AnR_`r4hq=zH{qU%@M+o{NBV(CF>M
z&&Io*#7eqe#d9`H_+2pdlRkgJ+f*kI$9oZc4h2dzQ8x+4rE_K87-W(X4Z*2V3JORh
zV_PtGQ>eIHsLx-WtI0ihm@#Ng+9smG^WCt$gGM&_P54g8S0!QSE@EZho?l5|UL<2F
z#x0wG>Va=@6k~biDDsBn;ULPnkHcFC{>+heTVTp}<dN89V?s*HHW~H=*EpOh2Abay
z6NCFFK@!g{tFgFIG5;7)Tl6-qEkG9*WUc^r7B1D-=nDCnDG|(tT=Rlt%v<ALHql9m
z>z<vDsn^kVjFFg@2o~PO@hdg~3f>ZJ&`a^7nsv(7+3Z{Db@;^e@Kn!8(C{K^IVgU1
zAu2$Wm0mPJ(=ksFg|JGYG5{!`BY>d=n(a4ATHSpPo@#uO+LjKebP*?OD%StXCsNA(
z0}R-IDxs7C^F%L;^3gB*X3BgheUFBGhASzuq?y79x?>R!je8zq4{ClLmeVMde;dQW
zgWB&KBA&q}(}&cJbn)RpevOB;^@+IsPud3pLYMr{q`LzbJl<vfY0MRBG~C#{)t1%8
zL=UE1glX^!f*w|!%{hI-c&{FSFvr|}$M^j_Z?1d}=sjQ4e|}~q&4XYhC2sXZ&g+Uy
ztNNvx+tYVUWGZW>r&KmJNzdF6`7{I|4F%ay2QXkD_=w(;$MJ*5ptD_|u~4$}7lGmJ
zg*lINAK!{?X(`@2hVw@VtWte!AIUmKBQ3x@N4$+^?1|xuvtJ0zO80kymf+ZIp^+A=
zRw(v#%=xW;Cq+vefINrFHfJh2hnz%(UZ*>PUU7ln{QAQYT{)?M>}(j|N3Z>Q%M4cO
zw9H82+Lb`|S=;?KpFqq~on^va&DYg)d7uUmR*LF;NsBERFu)w~enZ!Q!aMB3{2ZjE
zi(gKt<e%KOK!3ofBNnmUvWQeOKbljv1&4b!Sod9K0prlh>%0fUr?^NrYc<C3xYjv{
z^4E5T#KbMR&kp^-KBmE0Gm9qc9*7`d$!T7|(K>8s0AR-wjW|NC1(|E(50P?i(CnZ3
z$GNc;+1m<Gj~Sq~Bx<lBBXj#7J~B)Z`*uM9X4}mG7XyHiZoZ1yP(e}lv0%3OiS<?i
z_;+?Vnf}aW+gj%^D%XXMqr3$L2+&2P-U2N*W;ZRxD~N58&G;_<Ivxpt9_5L~ee2qN
zEKpyA50p821UMzkyOG7lk7Xe_>_4N|dC-qrWg&;y-eHTF*)V66=GJAqrai1Y9mv?8
z?|a%m<pzif{X@+J!_kWc;Tp%gJp353;EMi2q;zI09~I%IHfrxBqRZIyp&mn(lb9Hy
z=Px>1qR{M>fW%QRhI;s-BC59(8Co6gY0H%4rL=AP0@)My)^TaOE>-)??j{$<a*BIV
z_oQpeB11%zDA>pLGA5Gg>#Xpq@EQo{#%W+zC)Og|-Q#J4{NgAFaG&Mlg?j1@P%z8z
zH(e+=^So6E3Qob&ZO8awfn<xW47kKwL}$(;QG50+_i%>cxxG0s&yEf=!ak*=B?pRx
z$V0GL-W4+xSxzB>QKDgK-0JZcuo_p0@-Q2_rw_jCuYZ78U0jrR=nTMYWo2dGpNvtw
z9tFrAtK;G23ej4)Nw-$CYmVZSG6gJt(lM#prmuy%xI+5e<*@xsKec8CDUYa5ln_)u
zLzB{IHvxK#UKh{?MfyfUwgFvd-~ZwfS`rs;WgPAXh%I^}h+}I8;A7xroKTnYQ4S?2
zGa}M{*VPhEFKup9=>|L(Q~k6f;{`rej3@q#7SMNCLxY5h$2B~|%5DOVRrZui%z8%=
z1m+Lubtlx<T~()D#u<6smq)3O>QkcZxHK|k6`UgIBaX-LU<SDqpyQ+>RNh{gfzesH
zWPxpP3$#8#r245ki_xcz`IRd_5!w|<EjhG<4CnMh+(?b<{KZ=U&ReZ8wNy+hXbnJ7
z;Q4Ah`KRjMr0CVdotgstpTHuitc_2QbBB_Jske08b`j_GUr*W2)MX3IW?K=X{y=%Y
zSX-0;^zBE&<A?b$5%Ykb(S9!Xp^`4y+$W2v^NE!=KI%gaCr0|Gbxpz^(u=k1+G?pn
zsN~8&7qBQ_Q8B$>!|8Guf0=oPWzs>qB-oIkYG@;=SHguzQglOU^`T}d3~0Nc{*dOc
zRr^VlzQnRO!zVAc#wavWp)H%6RM!WT?(_q~Eyx&-0ACL|*Y+dr#<xDqoDd}Vb@A<2
z#Ra!rl0|iOUjz^(kFB4i22PJZ`NX8zAZdd-9E!aw7VBbip+;=yl5uIJ^Kp*()b=eG
zVV@}zT8&J~_y+wINFbF&wcOz!O7j0`IVD_eTk~+M#`>C;x{ys%>`sG)x3c&HiK8S?
zjP!j&$rJTQH&mfRA69={u<(3Y0Q{)SQlZ2|GLdwzwJU%3omjSkXW6*5eX62j^uEB;
zKf8zeU3&tFiBewkw{<w@@BtJj#<)Lbi-`C8fE%#v<{VN<yiwC-f3;ry<twiU;)&j+
zaKWb!)45Y`On$id&P7GgCBg5CeuZr-5a9l9zmX3Fib<C(07yz1k3?Fh0g7Nh`h)`>
z^j-hB<imbuJiF^{Ydwm{**nNi30pOg2>WDZ^&g;HQt{821<l3W=fw5<rgK53OvAGJ
zzQL`6XERjai=;Z^yu$tuN&i<n&i)VZARvhEKfp&#kx<OFCGwR&{h#@(j?aghY`-{Q
z7CBq7>&!VY*k8)g2-}_>R_^$H<+g(u*OkzojEKG}S*@=Pfu~E8vyu4G>9PCttMuPx
zwMKqSJ_|Pe4*;{3%YR!T#=JTRL{V8hgC8LmJfXkI|6D@4<-}Y%B#)9$g82UZERXd<
z%fZ5Ez+W-iXE1uZY3^@`g2a}*+$LTgu@p2a3RdE857Zk_eu5W(VdI!;<T}1aDexi{
z5OHLnpEe`sxPbniB9fzCVA;b*hwf$0J{25xY%rI>w)GkKAXQteA2*z}j5wP!msMAz
zlQMOjF8wICMCS5~7(eMrN>?|Udg%_}{{nt@$`<9^U^yp4>^tqe>2|^3vdc+7p{z`L
zk|<SMz>~R=Mo<&0n7>pmUZ;gaIwmFF8fxQ|X~^1kDa?wcs7G!}6JugH_byX(hgjpJ
z*i45J-cP6h-eN%K-?A$KrLnd}Gfaqz9dZ9=5G&`D?WIXCMT?0Wyw7QTFO7a>R_;++
zh>%qAKe;gh3@<B&S&F(>(e(WWOjrI|A0~523F=fFI4}ty4YQuB8FwM1#fF@8-QqSb
zvR)$Df-I84Oz)VQZ{}A9%*8(UlkPo#3Dmnqxxyez@dk|X{FL{Qg)1eP+k<)@&%^xH
zFR7BwEZ&FGK8pBt>*V;km`~}DhsY7w@EacLYJ!HTGBU_t(6`Df_VeT9W#*6n1eUvo
z-REzDI2RdrF$pW3dISGcVvp<N;mD8477Xy<h(*O4P22Dc40*RcJ7@KNY#rLeH%cWl
zeq=Qv<g4;<kbY?H3#>dlAHpJ(E7l8f+Ows(YNe3u+V#c8nAvt&iz8;sb}6GXr4#%Y
z->!X3R!z|O8U+`+SBeURBVe|+>%Q^y_R&lc+sn3|KGNQEUqNHwaQ2M))`sJp!6;XO
zflj$Dq>t@jMB`B;(s3TKh@duyoI>4llaQ#{WBN(~L|HL^?vueGyFpy~TI}yZ^Np`C
zV!T{-{%>mK1p5m%=s8`!Hwj&FT(<iXk*i&ZId^^uMtQMG5Y>b03DNW4#sTs}W^?U=
zP_>q0OFZL2geycOB0=;>An0gg9=d1^PU3HFI9<Y06*_{oE4e&y62Lv6!Oj>F>Nan)
zLy(uw%N+eA91Tv!@%DpLt{*DY182jndtYGSN$j}JP9RvqsipmF__16!7h|wh2yqn<
zG`DYS2e=;|Qu4S#sHq2%N<c6I6%CabtkKJMzQ^%Lt*I=W^-H#Ds08;QwiNh}Zm4Nl
z?gLz(rG>s&8O{B2Apwga>FcW&DX*OVUm-X|+9mPt59Fecx{*l=nl(+7(~9%J1QBAf
zH+pv2muEMw!`m)+krURETaQLXVW0sGnrC`+W3pP)vCJ>`>o|5(O8$b$wY&Ow!#Z)9
zA{2$B!&K`3;V_xA^6rly{6kZ$UvTj%Ycv_-{vNXhNQ<s|fA>!4^-2A<_i=u)f)Azu
zhATXzl1df=6Y5g?cD7^UsrDYQiCUOz3T!O&R0g3d<YZ}Pm@OD#bAwc{kjItCT9kXD
z%{`(kBfAgL$?{`Wryk;7#`K1#K(H|||6=4m2r75IJuvj~HcIUPX8CQ@rBqTy(;n4r
zlKT0<^(c|mwoh>ROahvKk<gmCsZ!xuaVEN(>A87lNTndQ^JGBR<1QyaRFd%B2o*)A
zkopGYxMwfq2y)iHsdkemNX;vkL<#)kMfApOX`jDeRzdq;pkrI9T(<NxK|NI?;sG5#
z$h<<b)~x9TItBpl`}&~Kp?yS-RXWg=Gbm?q)!|cbLBg7h#iH6MVctooB$La|M?J`l
ztR!Hsr8dylZLi_wXYuC6F{87<5tP|cJ{m->Q(dqIBBkN{@I_m}`$ESc_bt1SA}?H$
zSPOX(iR(n$!=rX>0A6FRadIeqIp2gegkG~a*objAr<1pLrO!u8Y2cg$@bSOJ70p$>
zlJ!`536=@#-ZL?*!ji539hNCu4|kPPY(`y^LO0iar&eJKQRA^t9BAD&m9QHU{Z&>v
zdl$%2?dAX)NRd^Lwa*W-hqpAJTeh?DXWsKT&S6tiTo7e|Z`$@NW$!4|M>Nd-tbs;#
z>|q-FK#vpd$N2Lp@L?0IId)R@&sKJW;w}4rYVavPS^9vS^xz85q{=gM+K34Z&l%VS
zcLBy+bAsZaa5`olBOku_xSf2ce9CtSTww0@MTe}*;s+uyi_+a(+o|5(5h2SOZlHJ%
zFYWUe9(>HvC1RTIc^!y0P0(5z1;xR{>M8(O0_x__U}ZUVt$1n(HiDGdw)=uFQ{y!v
zq^wm-oLr=+9wD<u?g(7U8jXL?QThD&yk=;L@%X>m-)!pVW6(LM?(hb2ki3n!hY6R>
z$9q1}hNa)KghbQs{L)i5PnqgV8#<}9LWKUvWww1+b5T^X`!g@T-}UCSsnv(VLiZb1
zX({7Rb^LXnEo7@SfYLelvkk`WWBfAjT=;DIz|{9gMP*3;(p_==wjvrI1&GT_TX<Li
z2uFb;Y&=4L57x!wqQcQA3ma<#@U2ureAji1P(l~f_R+StSTy*6f`BgK_>+4gJpRZW
zx8wwEgWR!5#G1UK#=`0;Jt*q5<Z*-`T)f4n$QZPP(tN3W<;_W14CXC8ih@Z&FetVU
zFaIQ359FlSz?eTB0)Ha%AP0bmRBtRO=us;@nR;#}^X)rZd5-YJV^H1#;8^5GN6jnr
zQNB&*W$Q=}7TPPP7T#T3EzNfls!I*CopN*I9-1xcf{PCSis#W<AH48U)+|h~=Dgn&
z^~uY-|JdmMdqp6wGjp(2B_*>VN){{^l-c-Zg)Zp;nHAO9h$#p&PThZUA|Yev*yoM`
zBVX-M>=7B*F7#im#gE4gk0Ls1F<XN?a*>*E&H<ua*S$lAMd`w@1o|-=MdYK-j^Y4<
zc}Hkl^rS0CoR}T*Q`{GUUB&zzB_fgU@QB_L?{x6?SHsvDmn}Wxw{fTIQTtl)z~905
zRhF;cXZ<qOgGjtD`sh6K6(3nH`RB8e;X^=LQrUSQg4m}qmvdJosYVBq98c^I)jLTG
z?#{}h9n$V?KvqkmAI_^47mZyEgxP<?A^F_vARo<w|IO1smxaVSg`-sxDxW;7O^lwJ
zl>HB&>jL?e<vvQe?O0I5DxJ+ZlYt1wf$)DnpLkI9a0j$TlKA_-u+4I*I9;Z|;9Jb^
zsw#P@!qb|>>F4x5<NH$ol1uf<XSXicPW>QOX5Nxl7P=OqceQ>*o`&$Sp_<Dk-Vryu
z{drwvb!0W%of7)j-l8Jk%kw(IU>$+S@XROJwKoK&t>v0HcfIGNd0wT#>cRI(mTtD+
zWd3bEjDNUd>1$YEa_2+agc0lnR_2_R!J4mJKaukN<=h}^3h<xB_tg>AC^M<yf-}>E
z>Yg*Zj+Z9$y~VAMo`wl>sm}3U@EEv%`?{mAK$Zx|;SomZzH>_#7Rg!tR6elQp>O__
zP|t%}?OXBx$Tub6!+INxO@Rh1z}xk9LB}^8GRoD*f0}-2ptvVr<LxO~s;`f<URrL|
z(TbJjn~g=>@4vmgxAPys_whu}Sm6?F<oVpEMk#8zex(*$V}*{x2yrB{7d=Fc8#N(I
zT7LTRPRIT$_r!xj-E7m?!Dkfpf$LIU@I&@gpc)Xb#O`pq?&iJs`XKf93*+ivqY+;)
z`6eq5lMD*<U(^^k{jj=cAiG)d!}%IsP0DEUVCv<!i!zjtKW>y%-v41s-O^JUGEO`I
zRi}!w-qA5BA?uhFaFfz045Dls<c$cyFxh`{zJY&!^a=;BO-t%}ny-bJS7s0E7=C@I
zUeQ;6*W7RtLMSb9e+HYg*mxi<`edppTYc>H*_e{@CD=UcutSl#gYKtIP69nt|N8vz
z$aFmex!efNt8EjJxCbv&aYX<1&wdBZ_YR7iPK_GlbB#9V4U)#nx=QpP$|OIKO%=C3
zK%0rnub~sK(&64O;qoutO(r0D#exg@X0ztYvoNhIn1zI#@QL)cl?%>H9*PC?P9S>9
z07OITo0JP_0Eq0`ToPg;&M81!#O~Q*_A$~Yuc}trxOQ@){f*eO+`{rHSD>J=w91*W
z-Ur#T3+j=A0lRakHp7XD4^AyY0Z-^-fC^`my2c{2%o}tSoI-Ih$RLx(1!K);8VVsJ
zIwTSUN{g3Ll+ImJUI<5XQFM{!N-p9tsdPQf=rRmQMk-w!)v{jlagdQ=hcfP1dqH+M
zno>gh&fx%R!l{>mqZ7<ph`ylR#(^eTM&4aaPrS9I2kYxu4U42np+FH|48TGH2?3>e
ziPee0SOCX=ciptBNB2F+sUk*pEpl6z@$pdM@Kvu;_TiL8)HdBfRKL;9wSU=%X&au9
ztP6CrU%IJU&ojW{3=Gjcj=(myXiw}D<4?`#>}Bn0FLT>@HjRazk<y>c>w7mv!TM+o
zLcQXlEPjrtd2~~jUKQ;s6eoc^E75BPc)hs{Zu%7f@=V1vj#Vq+d&_)T>Q3E=oSnj4
z2}${tn>TF#4zV^@Ok0!kD;gI<Pjz)Z8Oo*{BFJ0_u+qgfcLigeyK6#1&n=A@0@J~I
z*UZ(^Am$S=HVUNvap};L!MllQeR+Ke5IsOf23gsY50_^JLVbvfVY6J|j)!9YH>+@!
zOt0UYzczg!$+B97&Z<XI5wK_`?r_g<qAyAKy9ChY;fYmo>Gf|PCzOfBhybz>8zszp
zis@?I4TIl}mwb6wI$@FA>B1$ML|8g15-e(bP!6?a#mm8D9<`nGnYlRrOiIwxxEKO4
zz2?JMPz(t8u(pgI<%J;w?J0(dL;=l+*@1So12L!E9XkXFe?;YZ8=}k<5#|5yxj@hU
zqdLGw(6g%B#Bx17)^y(d3Q@3phS;|WQ7n_j-h+FCCp7u<M)(WUPT`w+dTeq2+@MIE
zELItdu*-@7md&;Y;Ay3mnO!*_gTmI_6(w)0yxh$)i?Y%Oo+dZcEu0(DtMfJDN7~A4
zP@Q@^PFIIMYgHS4n5-E}4W&!d7j$f-jAOjN6-vqK6hI(t11v2*>(UcGhuDlw%C>Jg
zb7j36O7!}^nUwrIxSm923$T{%ns_$v46gg8Px91OcXdsT^~1uEIOB%|#2E))jEeT}
zk53pbzYOk>^Rx?io%4<%(2DZ?9**gnUn1oeV76Yrs^qQRQL@B_jRcKl4D~90ZO7Y`
zVD-G@rm+sE-aTJ?ngInMZCuTN3lb^lhmu?o1<6T;Wl<G!R~M-Ac!jW@Suo#gl{P1h
zr)mF(t#kipx{v?=%&_IStsJg7%&du=cQqu3X%5pILM4eAiJZwPsSTCoIHRnI2&E%k
zb1H=9R7famG{QyXd@SPn?(@Uvhwtt7`2+Ubd#~5?^?2SNk4O2TN(axp3l7@(2Ve&s
z&V0r=`R9g@R2W%)UQo@62qAj|CXDI8aXLV<ptnWbY)2|R7oDMKMB>{8x0t`MGHv}1
z4w&v(`vtp*9Cgz85*?K&nVkUe{Du9YgENpy-l00J0k;1GEVZ>6j;RARt}3ej>Vldq
z&6`-Oq^Y!SAg?LFG~;``zIN5uV&fH+cE1BhQp}&XVRjNFJq<N*9BxusKAO!`7!&A)
zE+#tGTcb%^$*9d;!6yxiTZ1@s@iswD&wN#6D`QCrK$2o}A(*Hr+-NH;cm$J#iXir+
zEkr6VnVkj4HBzvP;B`(9ST))4-49e!=}ZI1b1XV7f6=OaUV{T>7mdZU#G0Bi5G*xb
zG&23MRi63`rn3sOYBz$djZCcUtra!Fkl+S*qks@(GI*To?=7RFhi8~9nI-Z_sZ?8n
z2L;lCzEWU0hg1hND0KQIa>tZv!!f9LR75L^2c%ro^u1nXEc#kp*DNH--b^jg=9R24
zFMZY+n#RjG7h#S}vleY=L5x9tQFcwcrGE@5xN2j%XqAG+tLVgllg7Yto?=xt9?-jm
z7y%Li$>w3CT=BisNx_%5U_6!=UhL)<*j-cCSTJtp*gJmBJd<u-mW#5gGBk4b6IB>7
z!4SK;;b;Ucr~_r($m_`otw#z8K_^UGL@ZKf8HKBL_SIo7BF|}{LQ`_YbqL_M&>h0a
zh#zkR+R&{@$B$9OS9nP{pv^-RDGen@T?hs%(C8_NitJ>ui7CX($hV=3_AILYf`X{#
zEe(#7%z=1#Grn&M&b-i|3G<5}vfFEM*k2jyBD@w;P0nrx1K0Gj0Hw;C75%lj!A3yk
zvA*weumzadbsSE}TTd8RWxv<Y)rIHi`^8(7fD^LMR;zWi2xbhxb&JdMNv(DD7>U}p
ziEyDi@H$!Vv4UmjKcTHE4?g<g)>+0ot!apsj68Mrh<U{-auRAdDrFZ2MI*eU9Mcwz
zt1~>DU+$ZO3&=LT?K2WVxGIf?@rB?GJKmTf6alqp8&!wN(>Miv{hH{ly3w>;5pgTF
z>d5^?9XlSIX)JVq!_(8KNTI3TRv)e;*XI;o7%Gpp2S|3+vqvLR;Yw`LANZ~Y_Y7!t
zT26?G=CuJFf`@<tKmD9Vo3+za+2JZT_v+!-WCkQ6<Ee%iF<KR0UnqefdaJ^J-p?la
zVMv6f7TwSu>CR1Fjt+<bh%f>14X`v!r()xXQo~|qU1y`uBR}9K>m-7as1DPtwL&|-
z0*_vSVdC1eCCYdG=Z(V0B;E#M+cF3(g`|KljnfzVcf_tLRT(Aq&TP^4;C|QS=%J=0
z(VxZ5=2j-nf8=R_xf=Z)pBO()io>8T&A(Z!)|Qck-F|WGu?v4EX+JvqA|Scokk-4Q
zwQ_VRi)vRe*F^<hq1p>GR_v{e%92w<yx1RZoqcvB#$Lnmp{x5W3hweth4@I)pop=q
zyYS}~bp1Dt__VLF<A`U;qXC`6P7lwDIDR{zU+VHm#ChOs2y6riWNw(`?|*Js747uW
z@dN*ya?Qh>yQe=oo=9Hgyi3i`uS8x?9m;iYfZfSRefa!U(TU&*%Q$0N&c#LN2jYLM
zwzrbrUZkgrj`<oP{m@>@UeeD3BtT1u2_h@ays5UJ9^3kpF67PSn>rjHWNv*Am{Od#
zH+|dafoMtLdABL^#l>i<W!v)sZA7-Ggwk{4f|~pKWhdukaeRuRXUh66^1Q|I*3dFJ
zt2rwo72u+^Pti4T5`MkPoQkb)=!=)Ks_$lqJAZGQ5r7*+Q#C64f8~}x?Edoi7eT1i
z!LR|F0jZoPp1J2vqULUm*t;OnqU$@i^6&fZdHma1=>jEfrj(gE34;{XZ~eU;!=a|`
z9)g6FUDli>Syd@t?b#9*Qq4w*7^<7?Ks2(;{?PvepiGVT-mh*7b7o%Lw)p?$*3kcz
zTd!^i+1uYAuJ4{&6Q=#`#XZw(wAx9OIdX373xU!W&<~J9cN>u)V?i?w%1eD{;Ps6&
zJ!YQUO&8wSH#DUo5n~y8_siz~dRloYIlnWb?Tf?-$Bjdfn9raRKnxIn@+3>-<gx!#
zhs{U;YSygkXd<OV6j4)g$ij~N2Xpt{ZwFT1sqM{oss4BH0iaSl=6G3gS#qA3QXMJR
znJ}23MjGHd#=dp^(9YS=Du4O@;U)NInFITuZ+K*}?A^f*&xlW=HxB$Ijk)1;>jb$(
z|GDa^!&Wi0sj8g(dW?MT1HROM0DHI){G~J(cOSLL`SkqD+__5Kta1tafE)Gu>WJpy
zFfdYw?i%v7YNGS>%w_?;tY0ff_^5L{@f>7S@E>4we>X(#+JoFF^hXywee(XLqc2LH
zy!L+aB(~(tA&2~d4{>J(Mu;L{$Q-iGUx*<ZE3W+%7?8Yq3T(Ca{&rxS&!I`@69q{Z
zj_1o9a&~*-njB&oiF1I9pbrB4wj$zd6t|yg^7tZ66~b2~YWSE!ip3iuBkk?KxVqrG
z*zC8<8mL4@3SGD;91~w_HoqBRR_OS$CCNTrAU<F_?HtJ7CTL|nrg3twt@>|OiBE^<
z0Xf~B(Z($~7*sU2S`cronPb(I#@_A~W+FWSA-pXL1Vl7sbo?SrkDN^U0OgGC87?I~
z_!#~cDn869Xk}r4;L&|3a|5}X6mr*kE`dPoIhUxU874oKeZpp!00*@EvEbeXhW@~a
z-3nH76k?pRBAW0Bv&`0X|EGX7(E%Y2ON1wE0r)#UWTyeKRMz)y%qpPKQ$!$RE<J4+
zDMAXb)`XFJJH9Nz&6h=mcqIVR87a^6pcRTmq>As@_ZcrrU5Ul|rjYMXC5~MWZ1l<|
zidH9jw9~Ry*m5CcsC>GuiQTY-FpG``t!A)jqQYJ1b+tAm0GuO&TQ^f2x0wC}M9si?
zHW?i&ir<wAmVnNJFDZp`;%kB9jUp83p3MTy0iyuyD7;OMgpefL4qP|w2{5peVpMab
z{QB)P=*(b|pdt<NPh+CK>7z;<l{M|}BaMkI^cFKF5|M%wifI5A*0kx(PFyB^FT=4@
zYApDoQX>)A*^o(HREMiHIib_XL?a8ml#mfp6Xee5u#p`}2B-(PPwt99ADW>0K)Gi$
zrTB5Il<Hb=>&O6}y?7CdZNqJHiX#Q9;hdHw3^8ML%mBZkXh3{hUb@d2jQ1snk9uuZ
z^KHLv+BX;rT0E3krdzo(Nbba+L&jB&GvQrKLyBh7uYh+uBm^@kH&pEn9Lru#H3~`G
zBc}%p8yfc^GY+RDG8#BzP19V&<h=hn6<kXm!(}j%&C%Q<Ac*VNznShcl*o)$veq`*
z;q*xaeLJW3;D&m~7ncWkURerIW(x!}yR3rX?t6djX3gnLKVvlmp2H=$!9lAw)r{OL
z@}<Z_-IMo$p|FdAIns5-jlJ2y%bw<3a6`^@5wz1<;&SR0Dbo+5!_IJL&!Z6~|9&2P
zd_&4Ap%j?C_&#9jvEro7mt*FSFFs#TSz=vszjkUo&mFKYe_-(K#5dYNUP^ztqA{cM
z=!LDy!V^PFx_8eZ%R_a8JW1Wj>D)3HGFfcq+Kq?5QcgJ!^gSEvedXYK=`WE3S^(N%
z;>~Ybuj#w@=u1J?rn@#~>n~mumEToN0^PvPx%1~srSs6q_-*C|IJu-<W^YR{83ksu
zHVZ?N_Q~o;pFf0k_AI*pAK>B{Cx=rB+ulL;KdU4jJpO7I3invvE_qSMxz+6ZfcX2&
z?UOEynB!q*>#Rhy?9W)gE`^}>L3{l$W>f$-S>M<!yE703h0g~JAm=4kPA5isR@|w`
z{9Nt+;n~q-Yqn5?egxXJve$e9W&|UO4zagw=4C9e*gfu%f*~0ZsY(l)FxlF#DQQhj
zw`45_@U<(zqoh`#nN=ZA-3Y%~OP;!h8}*I~^BQFpX85g+l6w@tgX0$D!VC<=qg9q7
zBa^K)f~puicvEV720~HomSi+g#y&l5M-i@BYX=Gtm)TUxT(nflB3a8#5l9{Hl$Z?}
zyq3DRBIp_U&Ca^#E!loW(zJR6dwLuoT%Ez01`-I>^bZHN8yl^I{+@!JfALsFHx-?K
zh_l~qx`Rk`fDxW^yYe)|-^rdjI<mjlWM}b^x^!)BP30MlG7*a>U$u&!cL@sqUC_s0
zI5673eR?~0e@9MR+ZW+o@18HiNf)!uZLw^eplPJ;HI=XabaGjJcj#Iradj@{Ug}2v
zA*gy$8MRClB$rnuB{x#GabLcoe7o-MN!PXP#_w~HLd(Ik0wnQN3y3E=SOowdvTc7J
z?HKkXJO6@)^FaSm&yosrkwE9g-|tBYjA9)Sr!ckh_|r^E=hNYSI1W$%Y;#%;7=A0c
z7-nx+cUd42oQCi^cVj-0)tFLOG433Jv3W1IGeNOnlWg`@L+h0azB~KIYbJUTsbrhl
z&XO!h`t~Nfx2xHou+t4a24enXD<K>o@S}r}PUOR>>S+eH{?b(FukPxdg=&-&q`SbR
zCPNh0t%Ql>#<2;?{#4;Dog>fgsz0XsbqgCd40C?5!aAldYamwrL!SfT#$|7#Mvt`$
z21Kxafrhyns<n$vc^b1-SPg7sasa+6>kkagEZSj!MC56#ZdOXNOESJ1*$RrG1PsD!
zEg|X4o1CfprG~SK9-TaxEHoG8uPh3Z%p7NTOBhDS)7~K<Pz>c8Re?6DD)<7nlCqsz
z0MRu;RDyjKFmB!?N-r8`(rp-A@V0@&jOLQZu<>ac;@?irMqV9NR5nXbhioA|Cw9p2
z`gFx(>L9Ab<W+)q1pZ?!VTQU1-1@jq@(E7_SJB~@Ax&!tumZMj!e$<152{zoZc6n~
z4)BNm#0h<ha^&rBPVY{JhqsjTBPjqzzwmxjG{*1ImtR>Zedtw5%KJvhjump@ssdTh
zoZMTB6D~};RVqxZEt3C0vVRY9QvT2}fVY2M$cvkU7I-#$xdZPjl@xOFA<PK(DvjZV
z`u1PH|5+9qn^sN?|Azilm>v(E*Ax4P@ws#0isf!VfWFrG?(A7Pdo%AXLG0w(_1XV~
zvBCTbp_9oB_#a?57@YBB`^cY+*54E#!RJq>I4#EMt-xtOIy-X)jlW;tf7RphmGrhH
zSa6V+&gYX+3dX11jwJ){Jt_Nldy5xiWSQ`Y9m-|XNn=@QH;4WiNX^%>n+2XS&Y*}-
z6KGMgf7#vUpW6_qt}Wgk$PJDOBTT>6j-`Qq=ifURqY;f0(Q`Nc@>t6r6@s@oLwn&G
z*`wn29#nGMMK3NyrX}xQ1188r&rAf6AN#CtDSm;Md^%!o>chen8&~&ofc#0%vd0>)
z#CFb?0^THZy+5sN<?f-65&xCA7xvIqxwAt3_>)^6yASDBCXZfPIl5h<|IpLgY%%=z
ztl@%>%%1jdSyoX%%9*4-kD<AfQ+HybZn&82RL<Hl9@pmfLoO#XU2n%g#lVO2vhxcx
z&1qG%M7u_*aRC`0X#lzc6xpV93>zYd3N^oWRrq5inK${I-h##>CKl?32cIrq{!n)E
zY`xdERf^rQ{PUOG^ZL&7qfQ*62q1MMcFB3_M*?2wqs@;bxG%$W2o3GlSKpk~f=g9-
zumUW0XZbnN|IYp8sT|sO_b(3*-Diic_2P%bl5gaKT_m@iUGX@}Uj1}oMN53>gt2i{
zK<TFoSM+K;dXHx354u&<PY4E|{&m9g)rnJ=4^zr3*avk>TBtQ;V#SUB0i=Sj)V1^x
z9zTu=fBUIN`uB@N&--qB2M-7FoKGHf8Ih_Th+Z#2CQBd`(tV^<<>Cj=6Q8YBB>x)r
z2)cRddEn>UgE2?%#WudxE~@Uk#d~rAAU>e>=v;T;@4y)8tQ7hPw06G_Au*`N!vb^f
z_Wa*xPLpd+?RRyX?R64Mb02j5TtWC+sd}4o#vS888sM<HkT0w7o6jG#UJNY~NjWp1
zba~@a1;a<%edFmTy2p*b>HqjErQyvv(8I4@Q4jE3)Xg7^eY}3lTWRgl?Z&oYomJaR
zw`Z61aNda@oE?v-Xzzo)zW4qH^|RS|2M3Xp`#gv8YV#fHw?FsoNd{h*8QXWS?y&lF
za02sQOqNHu&ljcNsYfa=Wn9voE4jl?n2})EI6nGZdQa|?oA1mO#JMc7#Fy`uBpW2#
zdexsRFcL13`nAsa-ch-dTX@*z`3c=}&Qq76v9%f%e7n}c&w8~_O0H49Jh=9-lWk$z
ztqNQHgHVHB&JBl2=&oJ%!Hg>!p&k3o&RY)D_zdU|ShSNlQ32l*jWvQI_)BM8Tc2{Z
z4`~X0trxD8KmI@}bIQp-QFiBa>dT)!tRsPWWf9CxYuldrT5})Mz^CmP-y`nR<P*e-
zyKXvzy^ba>LgE2)NIQz^dh4@;Oa9@S)!f+5@P+y%-aIxqH6^2)J;Nsz3Kt3~#||$T
zNlZ)iP-X0R9$660<=z#jd`j9_GqxkF!{T^-{U2eDC8uX>L};|O7axIAoCrMrw3(Nc
zd0rocDxI3E0|CT!rCgiV!v}|%TY)AZDPx*QmNv6Zj{C7GHLh?zGKDOi(R&Ad4U^bI
zB^JjxEt`APiibvX(*21T@tw(->M_FxGomqeHX4h7rJB=GM&xrfOH}>9f*x<V^c<aw
zk$;54H(L>EM2?7C$4CW`J(Pd~R*}q8sJK&N(HDzS|1F-qa6G785pBk_jf@LO9$TQD
zZBmA!F`Z`{xju6Py(jJuu>GChqEy^*@ut%|4zFN+Ol57SgODpEB~47^$k5t$mw=9$
z;jJVMBmeE`>38xi=BHa#2V3hNSbP#(Y`mtp^bWvC$jFDo6^#7)<KX{O<ft&pCRz+r
zrMq_0x9F1>{=IXA|Kyb*-E~)=NPL`d*i~zUXdu}p8SMJn`S>M=p&6o!ik7y+zkBDN
z4c|Zba`_4_Pjn-gm{qFzAqcnTt##%kV7+$Vi5my)e=g`?%cJ`4o&0j!(-!{a=ZixM
z-f?9o(vdNZYdHW1S7+xFp-A;Z4lWrCx62s{m(E`hlRkLrzzGK>hoMx!BLy@XowuvS
z2HVeHKA$iZeM(#FZ{64%>e><RF0X3_^{TDPP(Q6=0ttsesR?=q)E!Q$dNNC*HL;(6
zzRY{j;QYwQnL#3oef)9j30U*_Bn)~`3XoTpub>=#W}lY2Jz5JSS5|=JCCe@WWj0fw
zEWOuDss0-(YHkBVWnVtI8|6G+YixcJ^W@5vob3zcFf!=I#{cl>lk!+2k*s0U;?QwV
zT~-k;(~`Y$1ugHDa5U41D*0$AdCsjL1Iw?(a~FXQcc`w#Uvq#?&eNu5UPz0<KTRGS
z+O%8hVduliq!NuEfZT%B*|uvrUhYut=<c8GAJ%_6ZBp$S5lM8lNR|K%+&?|8EQyzM
zT%ZI<wW6UNV`sZxvvsfb0%tewofXrY{jgT3Q4!X^{l+TD>8mxVVAB0uaL}dDA>En>
zZS2T{HD&zw4lT(0w5^U1lxi8R5zc@C#sE_j8pq^w4d){1TlBifh`4bH`GtrmFo1i%
zDYQVC6QBUJLKYZ`D%4QT(!1(&a#IbYMhp^LIDT&vudtNW!%7&rsGX@$UyPZ*s<Izk
zAq7CTZSmx#k2Bja1{C60nLV?qXJn{P7Hkz_i0kocpMk?on%bYm8&KjhWLqYj+NKYr
zdjWPc(uL0uKEOPmXH_I3*kq5hI&_SytBlB#!Zyt2)ub(p`{N5aey`fgAn1k2-~cqs
z2*e}%+-lwzU{=VG!;AU_Vr(yp^+=wpnYU;Az_%JlRppYWR|$#jeJk@Q!8^@l$_}0p
zB^B3zQ!T*gOQb&Y@QT9#>MCRgv!?CGcX&MF26|+mL*LIp2-F5)6_-#g?C=qIioCMM
z7?NSiw(03@uR}RLR9CDeTHHm_GM`07Nl%PoRa(<BNDx2^Qn9r!@d6m4m@@C*-qfL^
zCnbW4BVUAt@=`SXma6#u@fkiVjH{9zyKfJVN6d%&!i62`VNtduLe?L3v2I47`EwH{
zia4(q7Wci63=cs-VByW5#6ufUz`1S?RMSwgi;4|e%C#DA_KR{dgo%uHNi4Bg!bWB}
z+bIFhVq%jEjAld!b`|?VnLLu?UYjhS>i!l@FbMKCIB3Ta{3!Hnk%A|+`DZS{p}vLc
zvQdVS{Qm$OQC2;kv5mAAe{T(x)Hpe|zIi+++OSRA$YvqPGSPARcU?IRsVGsUfc3q)
zBwVrwnFujes}_wRF5et%%=3~XjU``{z_j66H4{dfiHmXC*MAD*UsNhSA;WZqwqJ59
zj;bGo_6GGn0?kYLrwIeGS=nBqN}XqZpDi$o=9{7~29Fc^HrM4-kVVQws6;&vo*nk7
zQHVuhNH$qhj4{oou2!zkWz^YLmCm66G%eoHNOvhn^M-&tE{wVn7bi9tBl+<st65AM
zoZq1*l4D%Jp}hkX`cVjR&|NLg3;<H~S}tH!Jlxla+}8$DgtNLQ+@P9hhWt`^!vfZV
z+o`E~H@g}sDW{2SuQ%p|qQFQRr~MT%=bF&aAX>0d)&53yd+=&3phX#uTi+3(V1~2X
zWWrk@?LFOsB&j$~W_8B0a|jIpw<vb%xc(X<FRUD1if`752KBH|EpqnhR&ZH38=zZg
zRY)v^GT@?y^AvI`z=OY;9YRM4J$j-z+Fo@vkf5Zp&?YyppENl@nBFqdA$b+%ikNwg
z^10IyI&nD^E;XKlV;Y6#lBA%%OqfkZPehsBzkt4Bjkklz{+?gnLr>Oznd=|1*E5+&
z3AC1TFRwi9;0k)2j{p~yQluYN4;(qsbx&B&a8&v8Q>)#=WUt4NgRd{|A2oE`S<=2%
zzLE2y{8f>m*WHqTY@C|?Kl|Rf7aDf*R!AO>A^A*;`l8%Ar_Fww=0+!K2YCfuZGU0@
z@{)}E<I2AmHjdb~J)imqo%H}rjA`3<|9nrIW{H-F-{{r(Yc3g%jwe3n%bs$tf8_J{
za{bzExzjbQCMrM@1cul{<N(Spb$%enj}_o5QBz}6%oM!Zl4gvy@4z!L1C*JAPO_12
zzq6Epyj+kKMks)32<-xNnwiSB-@pM}G%{|zE&*}KE0O1K|DBitspf^U3)2iJQXY2u
zCL-fMM(91fzlu$!tfm^GzSKhMo_E%FnK>EFm_O4%^Hg@F=R+VLC95!7&7_{qw3?g0
z6dQs&q;GyrYYg!xGmM3yLe<7lG%#r`iF;0!Zag{bjPl7f{ag4ZIs9SlmyMd*5xh~{
z*e|M-VqpksjXpVh26eqF%ke+JtH!4P0I4T;uFL%Ys_*|ow(qxR(6eLj`vN~7xs>xW
zd`-3H^c`U1?bwk-x5o+9E^~SNOJSw?)N}ZPd~l)6!#=)K?x)iJS^i@;zw%e_CI8l4
zPo+KtXswAu9DE(*%2|`ASKz0H4x4t~t9+vUEw+fsiuvL}vHt6L=%sw!+T4*K2YHuN
zWX$u!kv2x<2V&r*J@&xg051Tkqu+cfW1-P*Li2a!7MPp)<j*6%<?OuQPFtzby{ziT
zb4v-IH}sC-&80t{0M8Yy^3|+hp}QJrSirB3C!5JoG#t(L5_AkQ6H@>qqqKxEWS=D>
zs|yaVd4^|3ZZa9{LVo;bWhpJ@uDV*nI=W~TG_i>pb+8T5Hv-q!e-y~r?0i>JLWum(
z3|ufpcaW3)s0HGh*H%zT;*MSN)f;*0y}OBvIyPlWa=J_;MF(isJ@$+FyL%zgV+A2%
z3XNwVM;0REdwg!{C1p<7EMKHVHqIPV7s2t{aLwazUnq`85Fslxjpv3Ssk&PRq5O$Y
zQey}oKZ<N6Iu6jS(xVDxlJ%3QoITqxjCps1wIWrx9bJMsR-0G&DOOKdjs$x^4Htz6
zjnG6L5w`?Lp-8uy%{&Rw{ShCp&<GbFMm{y``@Pw8TMpsa5o-_$P^n#S{|BImGMjRo
z@rC=r1B*Ug)~9du*xFmvS=48Il-gvs%<Jxv(jor=#v+4+SRM>XFA(Y(CjS9qzZfbb
zvZlZbQAA<%l1yS|tAR#iGO=NALU>}YDBFUT8rUhpW9CZ>!3Bp18Rs-PwxOXD_QvAT
zh08usegJ&kzc{L`CQf(<qjb}YI;_^yy~CH3Ri*<7qeQfwpWhOcRtLscn*x_fJmqZ1
z%r}$D3cX9sn@T7tk1Yf%SyqJEv^0wtL&D78c!ISFs?%5n?3_VVfML|dRP|is_I!ww
z;}R!hl%Z6R$V;U~l8uF-3S<o0+worrJ4H?$&;Q!eL^EC_WdRdm!mKCMH{9kz5PY;m
zVg~d34~p9Zg!Gn8E!#sW*lRnsBK4b8d_$I`np+B^K#>vLS}(8Ida_Vav|ofuL5+J_
z3`C?NM$_+CtT4$U3eB?5r*1VO>}xi;T?Oz)vPVQMeKUQO>)`{>0dP~^^~ANLz%d#?
zG!cGXfc8mM?}2H6Y;BE|<N-D_LM?^u{naqAsYkI2vnDZ*IYBfGR$MPIp=wxmOxZ_E
zH1+IVXQBOhLMye|5@3s#=%pmkRauKZhH}~o4J_&$fl0T}kzEnt_4F;X88R3t?1otO
ze4l2qBF|-2WwlVOpogr$+3i@0S%(gBiC(1CLq`&K(gXIkwos6?41TnH*Ltl~g#QFG
zIV6<b*D)epWo)eqvDon*WPlJEnXSx3z*3NzQc7f0nAx;`eV0eymljap#p*xd88Q$K
zElpyMQD5H}me@m=0NccBtCc6{4>s1S67%Z$cW$I0(_E0PT5uu5Q5f03eqHX8qSnPT
zfv0ffeYIAO)^6)5({<`~_Rg+(t}YFh1DaXEM#S_qV2H)j6pX(NuS$GW<pES6<?Ro<
zuD+BYT#tPM{80Ync<<8GWr*4vmsYK&=DYV?uYRzHoHV+aDeJMkvH7}aKvlo?XkL)F
z%Zb_Uo8Js>Apz=mP!BAA=I;&tfunb4z0aF<CExw)to4+Vnk$Kcnzba-Q*b{#Ez?fv
zT*f{-vgUZ!^6xGOZMcd?Wd{{}1>j0|zEh(lXaDBoi{dV8(~VO{91%|_m3J$@;f1QO
z!)asz$}K_$oLAUgC;vbA!!SnEqB@~~4xQ~RwdSY>meVU<5{M4vM|A8#{EtQ@(=bx%
zhTYJMza9PF4Ub4B+Fk$X_<1#dpTl{mW_jJUJiSjME&J%*?#tIQYr?-aLwmYXA{-aQ
zXRr_nC<bKL96abcG<@v#C0nn@Ntd<}q1vulvhF@5hghCN)^1TGO#IjNMW>-T`MMau
z<$Ln7r)(TOPFw<$QvNNupnj72%Jq|+b-ucGm;0LP{ZgYQ%lyjk{+HiAwEz}h-3osU
ztTu8fFPE-pucaNd0l(<D@i1!S(6ebf#wpLTjp}l@oGKFVSWg0D_u#YA`(_HHnBXg8
z*fT#Zt7;Ac!O|`Uz7KMo?e4keDYygbT%^ms)eZ<b^tC1T*N?^`!;gMH962n1y5`W<
zNvzrwACL?Jn3Si$IboHJnadbIKIM<POn~2rXq0)D(CqDDKMrb<BYP;Tym0FL^1Hs_
z2AQIv07b|Q3O)sGiRD6yo!X3Ro>4;l5`=kzJ)=ciSZEqBR1=PxJO*>5Eh$*imXapc
zg6bqSR9ZL$!IhWIXr*MlDFB_Uo1wHb`Bb2%+f)L^DY0omOb|N`38obXja#%0UXS$4
z@wZ*pPb^YIz@l`VLtp3`1vqAONu-LPTdF`w7*bN{rz#^Nv`uak2J#6JHQUlArBee|
zl(8VIIRigIhYrD`fah4pk<qvw-MGEevR*Cz$6}Mc1;g0-8HEv4x3c7@RHrW;V_7y`
z!aWPM{ia*El@+6rkJ<!?8ks=4kkSv!h?(@Af+j9JH(myr#*8;Y0ibHv&viEne=CQp
zZ>d*OqiFaw-JGG0LEnzXQ3(X5UsXD<M6oHW&1!eHdy&MoouX5d{hfw441?3g(4?{9
zRMbgaebWL(3ZH)Qarcg3l`^u$*h&|47=h+Pxv?;*&MHQfUic5^T5ygRDVC<738y8>
zI`vC{k24IeZL&tYaotSKJvzO*c1ARc1XX==y=ojGcd<d9WmqW5V)ed6M?6FYi2ak|
zXBJyHJp)h&ZPi5wlc2~V!7UUS@qYK!m7B`}79B!vDCs34oeM#Uy-B73pb;bi0F73}
z;58bvCWh1I6k57#*8DYo7`HIczbb^aODJOP*!GKtg0#9o^IzL1AE95|&#O2{pgM^h
zc7X%iR)#_>wtnAT*7ayRA`82`TK1>?yyoFkoUgO_hSr<SAASOIeI<v2a>>xcB6f53
zmQL%DJ0Kxs$3Ksu0B`4kx<(JRI6gy@)%s*#L$vJ%iUuo*NPS-L9eW*4W?@_T>$oib
z{<~^z#J_Caca?IUXSM;5d4+gwS;ppbN<nQ?KCshTwZo|I^=IJKTC12<i#mHW1hBq2
z%TmVzxVhmSBL4xFiyr)vxg|<>iJsf%Fi@te0Lm(>B%)f%ZP2Rajy6Y2YYsooAy(I;
z?3Ij1LIk=|E)UR`;q{ipuI)#D4T~?mkDUb{x?rkpo_l&reB{MDq%rhaTuhQ*)MU)a
z8$DHJQhW-xIJxiS^uf=U3NxQHy?_01PG9BdGrhNjq|c8lyK;jA9m;abOkH><4O;eX
zA47Z;h{fOk-Wu6Q`S*4C>|@W|Blq=UbhWI+4r#^gpVh7q)6%wocIkfP(0*WURdK_=
z`>GX);$U=3eX_nV4M}$Y`JlRUZhEzM&qnS${@f%_tESvaD6hCDGYwqvJ!%4t>_pzu
zYuV7vP@~F7rB|E9Qg?ZFCGGpmCSc`dB3~Kw_u`SdjAwT}0a7_M)zGY@zs40yyypB5
zL!O>{T4yg(;h8D8fJ(c|s?TWvv2(pF3!3F~%i^J3G;Ut5X};B=%e#^@GQOS%2CNPq
zc1X@8JJ@R(D_>!6Ypq+0QBl@_uC5v?y$>Dv40Ai%$sv%l?RiNXqtkv+L)y*F=&tO&
zsu5BNI8dwo`NeY4N(a}>q4=+v+g8E|SY&sBI&c#Ofa!yrLw;k1C=XTmQo+h3rc>cX
z#r8<|!Agp6j^VzqHOa&R7{lN_yh+K&SN(z>Oj$&*d=GoeH$F^Nc<SFw&dTV4Xu%zI
zk2Q$-qKmqG{5T@oS`o_swAI&5h``Y2KvJ6;n8D6;i=)@4nRi3<C-j)VRL@P%3eBo1
zmZ41*i4%iAC?qEUlkNCx#i!H$Kfu=$AKnV1vo2?-j@I>->KcopHha9XzOD<?q86}z
zlK%mIajV|hF--*1{PUTq5sBfyHM4|1@Rxh*cJGCp?QgsOX+VQ1%rCTR-fsQPBoC2h
zCaG3!GJ(r>YI`T#mLNAdyTAO@e5*HhcIbtX+X;$H*dL@f2J$vR!9ZMNz!@rE(DWwJ
zt1ncgtW_NRotQOKixYbIp0u=RMtuydHpc9|*@4204Jcj5N2RCz9Xme36T!$<@!xVU
z#oM?x4>AbjBk?<9ROq!qnz5-;YkC13-6g8dqoc-CsQR;-^(r%dm(`~SG^-43nmd1a
z8)t!di7I8He4TJubRu2+k8Wn~%S8Tf0YJX0Ru+_@QkxTvqiJdeN$?=ns+1&1N^RTt
z{n8yzZbW|4LM>(Y0Vy1Q&?O*38PAQ=Xx!wGuE3JwW0R8%BNH0B_~9%gp}PZM>-Yi>
z$H<6aqZ<sB!wRe4JO8}?J;vcYt{~s~l-z=A?zOV2{l(=F7p=$%q_zvsb71B!<6m#m
zksskFKj&8b7y?!X5lY^d_599)iam(|>y{f#cIN}{G}f4YI+7Xf^e-PNFDIWW{^Q4A
zTGn?5a`V&=0e%bflby8Gwd~DB+VgPUd$^w_Hka--9lpbvy0PDNVDLd{5vyLW{sHkv
z5a>geu8-^J+2qnk-X1C^CT|Ac+X#5${^WN4euEo_TnE$%oDXpT5sl~VvMbq-#dK|3
z!48P9LHEzWF;^ZP4lX<#X^XJ>hg6r!dA~2)8fFNqQG0&L?Y3*yQ4%9)hY1M1>Nk&N
zw8_CuHu%D}17-nTejQ_iSvABpJM9(p;I%lS%Ay?Se^qmE7O6QDsfZg?1F@#GV#jLD
znl!em+%0PC;>#c7a0Is-dsS6Yd<Mr0G20O>`t=c-h84;>WZCZs0KU6%*#pu5ZC=6H
zUA?yPsOgure&EJFzJzGrDQ7qRCl?;=bG5Y$%yBrA{ms*zov4Z{iw-{3t+OV>aIP$)
zT7>3R+^dEa6qRM=%ZV7=z#7TGOa_iVk48BD6ONBWY<DSrr|$qlaiY5qZ1sbVsUv1q
z<BosXm;ZtP`rOsB%A;YWH*hm9RM@R-XZHd%2Q{@*qhgww7hU@|Le+h~uZR7eVy+Lo
z#X8B5TRY(?VpLpiqpjlNdO%AtOSt+BYIgQBqg8EmPX-Jo{Bw3N`7ay$%5sqC36GrB
zefwWls<+FULXeM>^e)R?Ai4k~?6SQ|{u+*iQ?3mJ@KB%jPRH)Mg90xEag=i~EneXZ
zC|Sg(=l@EFn63@I2t4ovdHbGg-Rx;$l%4y)If#{O?dmzvXB)??uiSX<b8t>8<W!Ke
z;d9qRVh87J9+(Y;iCj40t_RK;$vSiZFDDDOEz(7J8_E%qHmep4jmHaFbcWFSDC;HN
zC%zVQ*W+yHbm0XqV`!w(Rru!}sM;?Zq`)g+k_0PFWntm<>y6T-y2|RZobIhEsy{Wc
zXL}(MAfc9-g{K)2h@dgP<_*k$fH`JJ3zlwC<*#_`5LNmOFFA}s5l`%q<O-S4>CJUo
zbW(NFmiaiZ2>h1QS+$|GB#gl7m~6Dg22o{NBw@~pUh<(T&j7V;GBUdIz4g`y%8EOU
zH)y^!HzwhrWiERY!Gc#c0L{^!&fsesZ&P7O!ZNKMrG<A5NM}yQm81nA_@fYb+{{`f
zD1lf;Mr468C>Lej!2Gqf_iamcWR&WMX+`sQq!)=*ALBJ<CCYk;#ev9em5-Zt;N$SD
zHMI^gT7hVY+BK27$JqGBbJYMgVZu6dkun7ntKJdZ!3jWc%_kucsU5y;qRM2rHRV6R
zWh6BTDcSMOEm45B;wbe1NOY(I1~Zru602xFfj1kw`Z3Bm?5P|!o)!^*a)Bed7=G>3
zucfcx=-H%~P$PUR&Adq?A<B&53l$94egQ4<6eqC8xsmc2s-1!B@aT|;p6QifCI=WU
zOpQyYu?+0McmbquC1at`t59{qge;XzfX-cPxc`#vw5A}lVgSKr6ln0+A~jqg=dYg=
zjjfp$p9nP)x~D`MX-yevjPRCeiNT*K?+SV8?JK{SfuQU~`gaeShOdJ0s3MltV924E
zB%r2s0JR2qQ&0w*%@-bjDir~1rYJMHL`73Xj&57}^q|t8&;}L<h%o|dHh;<?iyB_*
z99Sg;#K+>OnwSXjP5I1jlocChVhv6cO{7?1b{}-r!@@_oIY%GX1LJtDJpj9rt9IfY
zX8Z%cSod4kQNmmT5oL`(PO-f4&^>NMs*!!~lnS?%E^kqb8OyVLdi5g(GBViwi%W+i
zx;jR(IxwW&j12p<am;i;z~E0!GDs3He@tEK95Swv<e1^lRQ;MukRz`1{cSDU{AzlX
zog}$7H+AfhEi~XN#wu-hvJGxVlFANT`k`MOE&RIs7s$rN9*s_Zra))J^+T(3HGIMA
zRA|LOrFNyqL6Lvyu39emeRok_hmvnj<*NsW#q459m7kv~m6qGPWgp5al|AnGaY5BR
zdo<Lj9IWj!>tKDSEbHhagG+ypmOsRn%w8Zqd+eV)M_fB+{iyfZS@Ek|cfc2Lvm!QV
zahEKWnBhaVl0~NU1A3Z-2QD@T{z|@dBKG)49MH85C`+Ui0+73hW9`LsaS!|GO)tbJ
zBa96b6&q<9$wW;oW=e1>1)E@u2Kq&r=!l2xt1!opB`iUsKm?F_j?6D5u4scXn$_AI
z6-I<!bu5!^-580`!_mk$Y6SstaPdiW-v~r-JW2;A5!g%~L$DF{!rTk&oGpm5R|Xl~
zQ{gWA7k?WS-o=HzO?3?mZ3<@NS31BrREXuxm6q^ufhn3`BW$azYURoZt;o(Cpl$>a
z`*vl~aVABfsdh)U#b1)e_kS-wKDEulEd>?GXAnjUFl}HZGitcJ=@Rp8h`J1Ei5y{$
z_S&Lzdmm<(AESraO$ke1xR3Py1AO0q_39T;D>GWHU`s7+tDt_{t*dxdjd^|kk>2+8
z1ypv}|1DXz9NP+upE*?g`&183UPxLr`M58}w$c^kCr=k3z4i=^GnWh->LT!yK{LYm
z*{9bcfzEqR8g9Oe-WI&9+A<f8FO%-f@bf*k76ayCC>_$u|0z1E8Ul4UN5et(%m#%z
z316~PERyTt!Mid}ayqku2=y~#i;{KFT+eu1A<VFmYLD7tDl}|JWS(q!r@6`y*SDxZ
zjm(1^OugGeGh1k|=uJep=#9CHz7m6D!Cm&*9MKlP$V5MRP=<6nwMXiIqPk5Pvq|ke
zBoDT~hqwPn5S@h)%eWR1-MA1k3aHBvgtD4r*>qH!Zk@!x6jZ;sUPxR$cJEAywZc|=
zSvV6g&Xo-UbbTLDOT?>Wm)Rwzk1hg39N)l$<PEE7Tl7wuaK)~gX|oLW_)=QKcQB#L
zxG;T_<8>~6y=ZtmmrQCOC$gIUF}IlP=f~@U2my(iT`dw@#Pk4=NSl0vaM1h-C)-8B
ziyMVKWr~bh4b7-X!LZ7U@T%`Bn;#pxXjen4ctnZhNfk}Q1_kVOe1v_W_p~x^DTpcF
zS%y#V>y)_K3AWP3fcX;yPaZI_=NiU(-8dIru-P;{tdzDTkvzrqi3)!!Kn>zl?|$zi
zwANIC5dK|b^2PXL>Jlz+rlAp>VcxplGueCs76L&FsVO!PSKSFN9G{4zHyav6|700U
zCF_K<Ium1=Dox{x)&M^R;nqFMX#$v8#!g?p(aIN(Aa54(7R85AA_n#;*l0Mqm&RSB
zkoXv9sp6}|`hs*3QBdrdU!b*g54Vr&m8e+Fh&P1c#fiS=Z#r~QBFM3jjIq}X^$Mn{
z%-P>;?xufo97>Qpft>f3%#i6ANYz4FA(R;MInp#X->K8=LvdG64mllfjNWSWPs7F+
zRGBu9t8TFiRoB8#wkr1Sq#2G4wA{a`C*1gHj*0hM)o!Mk)avLf6M*^)g6N#EI8GOQ
z&V=lZ-D3Lv3`)nNeGH^v_9#c%o}6^X5+ZKtkQKqRO*cXG`tcC&etpC;5tPOCjx5+{
z%r$R{cLh0L^^wD>1!lMG9)qS}HI!I}v_>VKvWJXZ$|wzn8%yZMfOoj8@g*Y&aI$}5
zQzIdrulsJ{b6|nRNUm+mIG#sRmH(1%-!WjHV?%>9WmZfP)MackyUZqdRiXoy<$fU|
zZDY|4%NBT*32;pzWBKNY6{9$sIhsOevUAR+Z+B%*Ae|xwp}r_?iB#@&lysUnu^KqV
zOUv4teMMISWk<`AlZi}hF^7;P!sprx^fAuiXVX<jj}>}(2_I&H2s8hJ^j6_I3&S1n
z>P9XZnRl#J_o#|2h5Ip<0E?E#2&Hl89)2eWk6Now){*sV0qrSnD%1<>K?1*nb#&1r
zuJo3Xb5p4lV(caW6L3l!n%Pq4q8WuX(Y&z%#IHAX$PDuVh5m`5uPwEPhW`$ZQGk~R
zrHOTFYpY8}3MsDY&<KfBEs+r{B+|rQ4BR$LnsYw=>b{Qq)p7R+gO5vsZipSwC6}pJ
zJwVqVr?e6xzkYuC&jXi%e|io)e_NTCZTQ;#U}qlW4Bpe#1tv^y`V5jd4GB3sH+lTo
z^gUhe`<~&4-NX?n)uBS7+tMNM;qYfM2mDLI((M0n#7T4PykoXbuk}?9dzm|#OuYXx
zK{qPbCFE=WM&HlsPrah`<T-+MNcb%GeEKNHvNrg6U{XV}^@x~WZP|uo4v2R^GV;Nk
zK-FaI9RG;jJ*wu^oa_mz&ur+AA6@_}84xoF6F=SK?(SNzR*}%58gk=c#~l|=j(-vn
zx!wh{yxcM;K6+VKO<3#Yp!Au4z>zBQ^kVq|usrOiwcG;jq(;dl6A-rr@#1ZeLDuy%
zL^tc%fakZgz7dfnLwN{j<em#c>)`Qf0KA=pDD;*Z<Lx}bGmV^nsnSopmc_bR{SL*K
zin#6vUQ$A%zo8FKyB9rW<SP=9&VS*mzfbhLZ)W`VbnHEd7qJGX)^4qr+1!U<TC@k-
zQ==hB={I0%Xna>qwV_hozKDpU6;YwgV7vwhI(GmYea7w#VUG38ckW`YbN{LX9%@P4
z{Y*0w2AZ<vV&yx&?D*^uu22Roge`~<SG65iqX9XjZUiBXy)0S)uq$D~%*MCF4Hd=(
z*CofL#u?&x80IU~Z{*3KUr_sl9{hab{cJFPmwI_uqlsHc+D@AIII^_RJhJ<SMB@4r
ztGlvyH}QO1;Vr&u5*e5qVCVZb1YFa-eoP$z=s-J8?fCC*rB8#F6+wjSgg!KdYtzaJ
zGc5S7Tr}0*!!kD`T&!=Rp;c8^WhcU<+N<HX?k-dd2#L;|jxsb7X{TufLUHNL){HK;
z2-%v_f#0YF72>miHZAB8!<3@_M7yenhBGx~eHWKZYB~&spyUod*Ve%=3SYqY4{^-W
zfhh5aFn{kEoartPvul<GbP`GNqZ`YsZsmwz0b^99_4QUpWAD8A#pZZxdGLk=YT_$Q
zbClJ<WyyjFf~m1DNk~$tItnxXG+owhL?|?}3{9FPWXSvxDhLr<I605{C7j%7lsGv2
z2io&Gn65Ee$^SM%E)2jbEY!CsYk|DCXhCd0!&xJn(m@L3kH5En3ORzZSsT!K8CkFc
zF=or@`Y~&^jAHdJUYo3$Zqo>Eu~>He6#@BU8)*m}6#Dwg6j8&5qoVWIHH=XtCGlyE
zI<Q^!9{BdH+l6h^n#)gfjvUcaciG46@p=I(H5|&Rp#|M2UM<_bG&l+#7)554PB4Bs
z+<MkV2O8HmuB>9mb4y<S@)`cI-C8M3MEY3y=DmmVhxgBK9l#DqJ}l9C-&`(<UfH;C
zJ9)tUYwnH5I_dT<AP<DM6>@!-_^J&5XKUwSE+z^6IW=dtZ8@r9sKTMpVl(`*|IDYe
zT3=1kDOdPkk~%0JSu$!F{@onW0wF7cCM5fbV(hUZ`D8j&W6r$P+-$;Ti+@|$y8X_+
zQjINp92<)E3L%WfPF#Cfc7>O6ZH0-Bn}3R5jumFub(Rv^ve!xHR9XeoYc(&ckyPyi
zUFH$GD#wkR76u|Taj1d#hYAfeM0XE!7M_ryxCI!M^cTw6p@!G1u}I=E>zr_gK<BEj
z;`;}pi~Ct>j>~#^U{hpTQ}aqkNTJs_<=vK>JPe~RXP^m+OsUL162F&a|8}5o(bhgK
zjTV3GqSO`?3Z+m`LaYa%EZW#xpevm1T8%Y*o<3E(Sx2p^&9L}bH4~Vb+PgDS)u7Or
z16dbOx_WM9;QFR()FSd%dfEK-?Z2i+d;7Rd)s^fZgyRA{LN-WcImsTtN3P7grCUnI
zyp;dF@7CSF|7x<xK3O__NjfHfF3jE7ej<p|OQD76ULM+zDRFQrJ)L_;L98A%nYFO)
zM|T<DNqSXZr0IIwVc#)Vcm6$A(@Q&y&qGgh)Q%SV;K3kmmwianSn;EaUk2RIga{0Y
zL@l?ui=UpuE~vk8Q{WTl%e!Q(bX2F?R#r~iVvOsveQPOkoRq|fr0(hsBf~<b_+GAg
z(rpXyF)!Es)lXNIw212eJPp3@V47MyHGFsI<+trZ2meuCk;x;Ac%_NBTOy~FyFZ*F
z4(60HpU$=)En)?!I}HsUxEJAiH0RQYFF{euA(x}M?z3;3zzYeh{M*F)Gr1-v9eJYM
zF{B}S2A=Exq42_!sJGwp<SX9%P1y+RSrAu451sZsFo4GVyyvgw+Hc(B)y%(;by!Q;
zFPBY#q$~3S2FRX<wT2QmMwUBx91p+2`lj18Z+5vNOps@%_;5AzVCH17)jDTFr~xp?
zvSyU`BMR9B!nyv<g~V2kD!(BTOlnD<7i$J2^W%JqIz$u}il)X^kR!J&M&OAAM2g7{
z#C%nb>Jvet+AIMaxju4Y<H|P0!I0t&*>e-$c1>Iz)65qV1e-ffU(x<UL3OH;(gytd
z32kyCfke-|e|AbBjzbSk<dL%1<kCPaDEcuKo*aN8kyt(6fXrV%k3H?yazG5lR9yMy
zW$J9Tki!q{f1SsWyv(a8$hy-a(*Fn&+E{!zD)BGBz~@6Qw=*5jA3kwOJ@ljy1IfFf
z=Ps$Bnvd3&>ry}Xx%txc^yNFlHji{==A6KX0VdyISF8?4c<Bl`?T+3y_oD*2JkESv
z_p5K*#C5?}J~U_ABCxFA<6NlLfxnn(>bHF_b4b(;2gc>U*?`gVa7F7YZh9IwK7SrM
zJ!E?7^hD9)_zkUgR#%mS|3NMLoSXfyJV`Vfy#IVmr<dDH-A?aF2cev&efBJRLn|0_
zI?SI{_dwZg4kVHspa+_X-)tPA;FZt+xn^}$U3OG?)M>cxYAag~$BtAqGFF>oFgdhH
zBTPKVN+8Ig07mItpXKqi`VGT|(cH)p4yY9_Ja2Pj0rqkbLzZSOpqj-klDgu(8flC%
zgM#3uJfMlL_)0_j&7^>D)1Ty!AZ%K1?>{Ot{SX84rqCvJK<R!Tv9nRhFd|x58rA#Y
zisFLG^8$viyy^Fg(C~9R=M=U&)>@f?>G0i~Q@IiTQkkhjOej_m;v}v=<T#~vj;$)W
zn~_#;w#0}OZ!^%(2gwXGDFK4DKah0rIC9EsloVGt(sYxXRwPHi(v^eGc5aR|M1-Rw
z=u}eg+pQ6*X3}%<D6HrWvyOqt(5B6KT@>0*#%3uE9)1Fzd~M>l(30iP^NPi6D(xh8
zjU4lKJ@X}KQR2s(YDJ9k&!Dzkg5o{^pp1?@=vsiem~Q4d*p$}W6M&}RX#DtCP!2XH
z%<P(GzbM}sY`gr?q@oh+S8$ns{uC$eH<f?(iM5qMStSIloqN6gH)h%$6zR61raLz~
z*IyH9<9h0n^jZ7^XM1z$ql_=)yaIeBYQH}fc-ctiof2~TBF2%*;`qGXr-$roBd{{~
zEjC?T$-*L)%SON2uvhNt&uyRdcv=$oUO3Kvxs&^-(tdYorF)-soF(VSNfB4DxIyyR
zRd6%KW;{6-c(K};$637eW&P8@x098R0A<1;;i0NBULLjlMlH(q_$4c?lbk2<J$tYI
zH4iR1nlE}!m-6xRnMa^~uI1W5!6h^#`Qg-a7q5fkQK^AUxc~z)UPRLj;Q^i#wOr4Z
zHH+gdT>sD*%LjkcPB41z_~enzv$8KiZs@E3^xjTQ_7|)9Qg(oL0rX72Qd`vncQkQ*
zWB&{JOG=Tq;OdUY_-s#m17~Y)=YUlmF-0h`?C*UhzIngNFxYX0rYvX7k_YUrge_Bs
zq4K#+C{S$eS_8|p=0zefBfE?n*I=ZN0+s<Nq#VsUFhSUip}<U93_(rNBE)X2v~hCc
zHX0Oi#9l&c0|4wsMP_<By&DsTtE;CM?Jq3a0cT&I&&;_09ZX&tt7585D)tBuij_9w
zw~>ME^gkj<Wg2P(wv1cvp)(p%g2PCQB%rYbJom9Bz4JwgtzRk<Gi-EGvyrBV!EKH;
zSh@#56fzvsU?BlISowL;<oy@r)1?Fl6fmo1FeK25@@0!=xYxuT>lgZ@bg4SVFefy4
zOhYa@s18uWz2BWvnM_!+*zv2A*hw5&*sWb?#pU=*wKR-+Y*k}_?jDXv)$prte+bx2
zZ!ZIqTLfVL98hPlRngjYE@|td%vN1f*|~^FgrZzzVAg(`Mo4jlt`abcP#``bbV<gU
z_jDMVr*;tF^%jj5tC7`=(ffO!Lbkqpn<<Y)M@Ts?#P`4%*JO_;&cJjF<p0dn##>9K
z69_h?$n>ck+W}BohJ6C9*dFNA8JJd+`Ttlt&u}&$a1SRD#2ztg1repSTYDE3Vg;?D
zYSj)!sZETM+A)gQn^w`9EsEMjt*RQKC`Ii}`JbF~ozKa2<;{n8J<soV-@|i}OOQB#
z?GkC#To-rU$<M@rWiR-Pi|Ysu<A;PNFg)Jn+umr{J8WFC7l%MW6y(MC3lYDW;U^pf
zPmPOO5LJ5@R~IAQp<wV1BvLkwkkvp6CDO)GtPamJ`m>LEHLT0p%d{uVb~}JVSK5oE
zlkFmv=GF7Z(-H@I;y+yRtKeo2af4Z1f<M9-qd1O^b~%N|PL8=6Vs1y5vWjTI;UKf(
z5-MFXcrJL986X`HCv7OMF`pI*Y%jHh^(LV9Nrm6nW9e_Q?!sPf%+Nf(VH1(<!uzqG
z)GNPdj2=oyiHZ7d9L$Mo$|yc&l@M|<a?ALm*C-lYDALOF)Quc9Ci|XsLaWM8R9EEU
zLAXn1nsVmHrV^7kl{HmQtiIETi#)`Vl|gi+HMw-@nwX9B&{=5-KkoRF<(w2gSVX(H
zBHa={sG%MGl<OcD3$UAygdl&kn5i?~&dyz^GZIeQ_my%<(rw1&PFm8nZ{Iih@d~U9
zG|%VI%GrB4Ll$;I<{+fLL)$alzmBz&;ynGe2F^>OOZtI0@Kl$JlH%qEW*^N>^biOj
z-P|;9aQrh&%iPS;wE&!E-3|;Ml#^{8i96oDI_IX8hK(+Ir$%jX;*|EH0k|}t(__S;
z?;j^8u`hBQ%>GRB3Y^(EDPreSXC)eL;4Xl$EornE6_TBcq*!-l8<cC^CSf4FtXQs9
zPg4Y@Pne`TrLZ$`QMph`m$sx!X!l=PVGxz-q8%FvCEDVnL<Y|Lpv1l1F)bq)4a+8w
zB@W7X3{p<a<oEptFj4?E<ZG=KYa*4)zB*>f<?+Ui-rrkUV@gr7&Poxi2hb2Z<LOlk
zeaO!l@J1vqr*iXufG891AO1K!RF3DM$Uo8dVt9?yxY2@^$NW~0nhi<o^0^l8mhk@o
zP^rTY`77sMqZXv%bVx4&cjfgEez6TYm!nKHdPdh(&_X(pKIBZQ3pXa@B>dQW^aUvv
zEZX{NJm5wzsnNou(1$qt?uZ=BQn|v`?`9vJ{)PP0`VVkd^%sY0<CFBu`&TLn;Q?mq
z4Bql_97pVVv8}m#<r2OEVjdjXNheUm>2{~aHX(kLyhK=d4|F0N**~V9w*v2Kzmi1l
za=Rr_F!boQWyeWlIJf^ee`eT+V&2)V5^xvModaA<J-%%#2zqhfjSyRnzt%V?=7h;s
z?DGthgB`qx783Q>AKveN3Hi1LI_mI}>pYR_=qGEYI8<P2J?hig=8fVosh9c#Ip&*?
z^n~}sJ5v3Eq>>CNB-BGha9*>(y07i(sRAy+>yM8;DrldJgK2TD!Al`cb-I~e7x9HO
zs&u+U{S}ANPixZH0#930LJJ4f5??~$8pB8mOt7Oh5UdjltjDXx1}c$x{#=AgvEQb`
zfejH-A<KJ`RBU)s?}Nd0J^`_|hnzhGgzJQ!sq3bm(XA4Y`Q2*37Jg1S1-9h+)4{yU
zfs|Tr_9nGI^PEfxN#~=ayE?NhNVl$4r3(h(dl2lwb4tlh0gEF&%ZCP7-EZTa^w8aI
z<+4S+o|~N%aAr^T7~Xx)ct7N^95XOJKIr<zZg>7^JfTYl3OewxH(37pY5PAwyY;0<
zuy#p(whTFE900Xu6k>I_6G~cNSWTlmf}v4~(QyTjK7snK)~<_z`8{h(y(P-fe`2mG
z1Dt~3*|`}zgV<%+#48yGm10uP$Ty&GA@QY(K^NyK(t%?)kZ(co5DTYgy}X<Sb9^qf
zh$GnVcgOz+;0~|vY)L!GXN+y4TRUWyr1g6-z?%tU>huE7d510)JhPX*D9pzFviTte
z^}r3V&*0dgEwV5;@kjRQzv3T9?MtM%Ad@VNW*9Fh<FR5dEpZGEKbR2aJxu_iu$;$B
za)M;?SX+Nd_zNr;3r->nwl*ZkarGVkb<)`8<|i*+USTG$-OWyw^ompF*_Dx|yF?8~
z1t$NJ>V^lY&(G^dWyKK;fxBIlN~Cyzs4eH<5zH%?R2#hx1PR)mw1Er(^QVta``0~}
zEUAR&PnN*LGtktTC*BUZz$i*jniTDrrZl#wYz0oZ7nma*w&U%Cv5R*Kp9zi_#!-Y)
z{!;l1tA^m(w9mAneED)2y;}&W*~i0sKnG?-cv9!6MlM|+X~C9tDl9BG2lYW*&hE*>
z{6G7;Dl~y{GEnJId3E|#tr?V6dkt=zXKe=|aL6e0c}+J;K;rCKG=KeN{+Ruqk0WpA
zw=fBpJF^SsN0Y{;HK#~&<E(ow6p9PauEYw%)8C8Rf{NvTHsl-oofww9ZM)MhMMcj_
zB4`pl5zMnacUa$NQhz(*vdH>WOOiF;@GbXglq@a>lnpK8szQ2L;prLVw}7WXd7uAI
zj8iEqo_9-_Y83iJqEAXo-7bEpdw)b+mvflEGAk@iFGby}Ep5>f$t3@F!@qu5F{$Z~
zxz$*=(O=gaLbvZo^23HQfn+1ks`NObJ2{@#xLf90W;U~xv5It?l`-q3H{Kk=!PkDH
z5qklTh@p;FcA#ZPkO%xyU6XIt(DouYw4!NYK>R+@i;)5~k7=nZ@Dyx}85HzxrBLm}
zW4t2+&`uBnCseJ|P}1H>fEFLE%P7N1$&m(<6!ZY-==|f2VgvU{EC&1qwm`joJPakg
zK`8sv#zWGkgIZ+}urjk9>}e<l-~jNmZfrgw#W774x5NvF9%G);fEn*k;o-V`s8j$s
zS-<9Z+r27>qQu7~W(#<?M^xJCaj2I0bI%B7vts-#E}6JUFog9tH;nv+6E5SEfN5Ue
z6hJ;sa&5i)K**6L-`IK1>oP=6d$DSHE<kbksB(xwf8-`B8LS*NKbOe&aBnZExxo#`
zt|t7T(!6*?RrY;?a(uks?EFxE*`~AcvCL@Q0mImezNtGB%m}|}X)38fdGUa$|K9jN
zjVgE2an)vHR7B3p)$eUErm(Cyf))5IzZq%b<V}|4Uhd}YJh2HTG8H};`#z><QB&cc
zHx<u6#b{17#QOZLX3T_{d}HqLg)n$km$U_9W3S6Ta=&|nT^gN|W>6`OrvCYi;chVq
zxv3f9R~9u1e?ABx*V2i9a~2R*(cm1XaIRSPBL2=ln=Y-gF?vet2#srA;TrX5pReDF
zw*S6Z+)j3{+zxEqQ2|>oLF$IFzJ!lMH`*1x%RDmNmZ>89;|I0?Jf*(+9%qctU_`9j
zxddapj5V6)7Xvx6@^8bqECHJo$W9Ict)TfGI1@KOw@Fr3DkL<TL%5-@r>A#`s-EYH
z(t*plg&$>cy-%c|Bk_X-N&RWzX#N$b>dR%?0rti<@R~fd1>nfN?JeV)OY8$?r*$c`
z?w%BcM)R#m-v=DC6Hmd6T0KG92~;GXMI@ZS<q1h3;gCA7b;i3#y6Owmsifw){sV9-
zD^Seo_FvS`TXS&(0v<LAQ#yQphOrNuCjH#(VGG%`Vc!`MKGL@m!&lIjnwmXNbn3fI
z0=jEoIm;BZ;JqYaGaPiKf3<)DFa|5C(G!9bW2_W!GzcQo?5eW7=Zv7FMGBTOBN<cS
zxd7&@)|M9B3>h^0_m0hUYwg35vA{6wm67?>V_H*_$?^wf%t*`WV#YZGaK^{2SN9C~
zh4d|SDU&PmA^*f&tY5uSwOvPS_+4XMr_4<Gg*-Pbr6c))FU==jeQf$ZRf4{tW~@_w
z*^PfKf4I<bq4#sKWRppWCD+Yc<Y20r_C|*8-9|^|R4Kdr9}INalw?H9lSu8!;*hBe
z!JkcDPrVJwD*u{%Ju-Vg1vPyvf75huAU%?7Bp3Zy+9bHN20a$+FqqHs@3wD6oZ0Y}
z;+Kl_*07><wfhgv4RfluwHry}g`5c0$+u0Qke*NGtE9R2xrRol!}mLj5F*n-d2*#&
z(7|yYM$x~({E4Y~)uwx~T{Qar%GQgaNhYmm=?SLk59o><k}~RFp*-u~m$SMNDe54Q
zI#mQr3uFr<v9D8A)z238@84f#AU`HPzVcX5llA>XrZavt&As)`ANwQQ@Pk=X%BA7t
z#0}7~;^s8<y;`B$;nC4zZ#4-=jYr8xQ4L2NIy|q;ZJ)Q~^9$q~P=Fuuo29?WNgv5m
zY|=Fd*}W&&tXS+;Az&(CpDL=yNp<ownEn0S-59e6<|czZ&S+B<LArto<mPNZB?Qq{
z9IVJ>m-!%$1~*D<35i;MKTb|i1>dy{bzipXG0=Ni@cSm;-d46@fu70OM~sT{#vr8R
zX-_xOulm`n%@h4F_YQ|4*GBnLhPqY4x8V5Ti=<Pmz-c7qAm4cQ*Yb+&Hj}jsc<DwC
zZ%iS-W8`b-yN3_lSn1MZLHP3TUyt5kzTGS->rXK=D@{HAg<(d~B*YDlDm@8kfr9tD
zt`v;$wWXq)f$r!;dah_R3jKY~#G)ue**_gA`lO`bb|v1(b^a6f>lGhA@@IA6E1*De
zb(0TBT~E_Mvn&Nr2lSa{?xX-l-LYcU;_0I$7?c`1%&c<F6VlDa0J@vdz-%^bXnz&6
zZj)GFo8|tS)DWoG{TBsyg~pqQSqIA|p-7`chO%^Y-SJb5mC)EyVUgde>}C33Q041v
z+VM8@hT*~x_xa$z%kqkctHh_{t;r;L(Sz#@>)uBdey*02Mi1r;+5c>QWPDJq*C1my
z!?>jjBegUo6AU<>Cs;c1SmcVA>1(UPs$Gkd+<w>AH3*c{|G7k3+!Wa+o2AxghVazi
zZE&y3*2&4HcxS9vZc0^o^hd7~tyiYz0m8G;$T0c{DBj@3c!Q54Jt~=zX?$j!+cE^L
zB+=b0VX3I5gRm2d`xP8$4bIswa?srW08WQ-%kTLtZ?jGbQl~KsZw!L9Bluw#`@Px0
z$;sdTCQdO_iv6zSErRJv0|8`Q1IDmbU0A#k=a(sGK{m<Y;Zs6frvO#^@$yq`9nV6B
zz<CtkinqW&4@vmiG(uWMaK2i=Nva7~^oi4gi|~QPXUm_&Kn|@Ywfu(rCTy{h+M_dA
zPx<B~8!4aW$dET>zE9-Qo2-h4B_lVyBn-1|Jbo;5+z^!EHB$82#&Jq0=dpBUX3Bb&
zSt&vGHJg%xnRS6H6|)%{ARI_CIwP1R3Ub3sn@x-V17L|p6EXTa?cbmco8L0-jffo8
zBZqQl=90uxeg)9iXy&k49em4*D1+A&uDi}~v%Pll{|xMUldAAM<G3mf4Zr<03r^*3
zIm8B(zT}6U4C#WcE7_FA#~&Jed1kHiQA0h?2=?w_DNiZu$pk<I?vM3%ZVRgYV#M`N
zVIQ6Qc|iGBxqGej5O3A^qWAL~zi%0LRPao`Aym|!KhK;}^)~x_+nU!Tc#V0*;J8f9
z2%TYSE}j1xT|RGLR#&Q+5h{9L534y=sHdAjP6lU^`By#m<A-a;^W)jj$L8c1nZYm;
z5%{!f)0OB|S#%Nfl4WlA<IfD)6*v7vJj-lk?Bw<?b%)A7i`8b4KMD&h*FruQb~HL~
zcLxs1kXs(d^|f~mj4KwX=-FRakGpx9&6Hid$h^`g{%#ES?GVy)GXI+i%hf|acKx#T
zT|ABP{?k{ch#Gztb5Wt0Q3D1?0QK~}{sKEb<ed+ijw^TiNN&TN9NVg?9xhgK<hD^d
zV3^;W!Cy~1c8ZU&gC#_KJ>C5K#uVQmk57?)V7tB+ki{)jZxdbpytqhb#S?n`5~{b1
z+oF%GpuV;UNc(lt_$yZ4Eu^T1MZrX~e4*m4<4w~aV;w0UE&D(_%$qPVYSDuQ{Tk+X
zI5ndXk+b)EFM1`?O2z{VeRd_kmo*4ywARU0m{->r_`S<{`S#;lfz7_9wSmfAI^Sc7
zW*U|aZ&oqW`4Ei&LH!kS9y&`m3f%ClBA>I-R9lhheRIP`a?zLVV(Ci1DO0B>N2(0b
zl`Z!SW5gQWFYaETW^1ssoK{Llv8M5Yz&s%z^*$jp!>aD`iVvH|W|Ihkr>F}M+7b0y
z!13aFv26idxsj?stor9|VVAnzWr7R>XOYlYZg<Q&^jfr@;t)QfX_hU$ss6B3a}8nL
zD}u26Dkh}HS0il;pj#d7?zE+e+dWS~4hYtho>7{v>k#vPo<Vz7J$wu-Wm}dq$s1L0
zVT(zpPlm>@^w-v!_tMLOq6YdXT$iP;$@)i|)F*Gv5IHf$@2T}`Z&gZnQ$;rCMor}X
zl5W(1kU!uod1*i6bQdZ9iK@1=$7L-{NSpiIj~O>i(gkMBSU%1W3(Y9}Nixd(VtsD@
z9GYQdWuTfFq;|vX+%2<dETWJ{SX*d9yGuaK_2%ZAMQt(Yt<Y0*Dop@306q0Sh;b&x
zY<b9-P)YLXEhzYAiaZx}Y+1rwY4_+Kn;bP6d^P*6{#-Vf9YPa`E(4d8mD;%E2vLfU
zWzPN)e}4SnK|6^pTy!~PS!QDeiTeGXb!-M-Cf2<YzdpY(D*9$?;waWk#J2ohJ-p1E
z?bGeb$9I;(6Q8kE9Vk-jtLT)3(fls*bO_jQy1vAe2#>U_W-_m3m$b26d`va9{+T{m
z`a9<-j{HC^aCPVgO6a|f3hKa|6cyY=AXT&~bBVC(wNu2NSNGLVfic=j>uiv13ZUaQ
zm0C{fXZM*GEwkN*!p*LAu_<cMlhJioN`=;)(!N94C=w5tsy6`%U?PkBAtP;gTA&F(
zk)rtG5$&kaKnui0ZP>97&fCoM138*YZ;@TS1Fz=x=zpvI&U@N&41k^&*s$z`6?rpO
zHqmzr`XFq(WV+7NWXLuI_QN|m)0lj_89TY?mVnas81Kc|Rl0Xr_O>UsT61H&0eI(T
z`!7&7DKf-a^Q?qDqMIXoq~deSag<cjI7v03y(UFQ!acQFo{rA6WYo2HlEB(>%@cBL
z0^L&GE!*xh_JVSNIl(<fd4DYBC6#n=-(hwmPMMzp;q74~OnTNnmI<L3a8d#yCTy*$
zZBblK5^_syP)YU1)xZ8ySE&<*@-HYP{%M7pY!y6`jqB88TXfiBa=+$sOk<W@u?H4t
z3UdetzmV3^;xNt1g6a6j>o~9jPGyov%&D*{yhfAPZZ0rjF`9p54LSIErmM+2#n2<*
zelTjri7L{cGmEgI%r5C2&w#S%<lr(`>S5Lh>~p?4i?Ra|%bgfw&UOWV95Om{$cZ8t
zXgPZa+O#-@IqOoT@>f@4;?<Kqh&?zNmwG~qa6_`e>2TsTAvAg*0TcL<F&gTtQmhr<
zn;f7phiUN**62#^2NMXkqvAT7t4O%5qm#EwYtkj*nc;!`xcu<QJ6XOS%Rky9cQKEl
z`JqDkN28F8x~;^@i(7>Ya*-J^@W?{6X2SNcZ%HE^BJJ_yhM$`;vvPOz-3PF+18ctf
z=8+xgO(i}L;5w;)Ai23*+&X~c(_{QjsGMy6*bC6U%!zD19b{1_dFWysIo^1$%<Lv0
zPYF#eg8m#_L|--WMwj`uD62^4rsxW=>VWv64D|8i-E$D-uw>z-H2JH{pF;Kax`ASN
z;7sIOS~6ydCY?zasb(LoAlx_C+>shr$yb)WRYk%BA=EGJr}Z9+dRVBt>I$s<tJ0LT
zLdw{=<8YU~g*|i7E~0mEnhV*FX^lbQgGDu~gQkYEu$D>s472(mlI;&oorv|xqas*m
zKRsrQ+u|{HnewsvChgWBdSPIn4hmu}ZA51^Yhd(l-jdW}mHjYzExyO&chY@_bRK;R
zUET{`rec~M^X9T~a%hhu_5=Y?Jqev@zNBlf)@MX@-lj7+DK^JS3(I`pf*jeZf=tn1
zd^6Z2N2UPNPFh%@5UYpjJcT$h_}KScQ}l@i3jC1C=2kdq4&<ACCLk##$v|Vrxtm|&
z3$~YO3-*ki?`&ZMO#*DQ6ZbKz{LGicrQB7Gqs7Yr>1VXSEd_!-V4y{kD(n3}9Y<Xz
zY3~g?FbC`z*QiRYgKI9HzH@-RwVQF&9-ivGcsY1HKopG7!pTa9_U~h_t3dMtl2mOw
z_e0-{DX{mRE)7c3?Su9sR4)GtE2Z=Ikyw68%(_tl9PG)DnC0)uw{Cm4akA|=X3b*}
z_oO^}+xMlxy7Sxvs%;c6I`g|R6kZAqw>AVxkqqvFKXbe8BOPPF?ffq>a+|5SX~dJ%
z1RB2J-&B(1i9HSoU}Gm&&yI6!E7|m7ZdTucE?4Ln&Y-k_)YRSJ1UNJ5$S3H^wZ(U~
zS%c`MCB4(SI*@ZSNR{2I>-V~d$+oz<LG}W5vEUcOMGU?iBxsBi?Lc$kZZPE6w{odJ
zR4O$aOzoX@zk*Oss_Um(34q}24%mL+y?Z8=(^A@c`4yY&6AQ6=8a&#)gp_DFbD0My
zoxCJk@b1tBsBv>IhB-&n{`D=MNJTvLM+>cRgXR3RYfZ&@3Uo?MNxlNMK}h*idAdMe
zdQ(oXB<TJa&=bcP1mXg)N3<C0QKyY9n-jj@5@{9I^fD;2G%PWWIg%(9((|(w+B^kp
zl9hII=)J;<VEE9CEi2UM%rY@IQ8dZKb#o}Qj1!GRtY+hN;ds>Fl`q7_n_8G=2bcJ@
z{WkyXTxgikDd?I1c7vsg94s5pLR11l*l_c^byDX#z)fL<EuV>uT*Ig>Ph2#tEe>u8
z?_Gt$iNY>|Fs?nWEIFke)GRD&R+xwYN4c-rrZzB90Jhz&3rxD(j#B(b`U4sdy<1zk
zNI__Ed!x{SR>B<7N#(^-l#e(9LH8ekZa6BGv|??Zr{Z~uVZ*X-T<DMw2$$x11<XTc
z!}1rgq{icR+hBXFi}Y=zd?)W~@2Dn8L3g6;5sAp$Q}B1u1LZvD9=vx*%9pZ(CWJ{H
z3}4dg{I2IAtWWqaf{HD*u|*uhD7Cna&4Q6Qp-#YMX>eXde3VCS!ZnkOC$~|DY?PA4
z3BpOq{}&{z-!&>LX%9jMf^$aM%U@sz_zoEG;eV4!>++>3>ktxh^hM&1U_+G4{I0^v
zCPVChfdBt|UF~A6c;y|2Z--@Z|KWcCN9Tw0x6ZAa!@tifT@Lq;j)no1k4Gcyl;?&c
z#b9*y4bO)MDT8fDQjw_@4ydh`)-Yad=9C=_?3-IA?F7EBE1q6I^hIdQS-h=N3tOh^
zWKwpcU{<NS4O7PvzqEg>QOFO{UL6b{(f<!nr^AK8G}XG!o!?6g4>bFdj~6)5fy`@1
z5av%K;aSQ&O|rX8Ub?f${*D1gamS$e0hN7QXWj$B*!ToTn*$xAO0v+ufclj!o**XG
ziXXe5R~p|^ex{wVr?r;|lo$3u{)=16<(T2~VVG6Xp|n@$mT)(Ck0I)|*Dy+Oagx^P
z{>c}uq8y78bSp9rVe}^(o%IMGr5<Nr_&^K1_LSCE7qrBYw&C9MjPn>TjnZ9QbYFM<
z3{elKQZ3a^2>q~$nqTdkOih8!!A7t=aqYc@Y>iDjp7z24yHLKwF4tKNrU;U3`Lma)
z_upt{%x60Vj%}$w0(98<6qKf}+W3Q2+bnsxBiy3$ZQXyEU@`;+Vl~04Lle_FlL8UI
z2&{o=bQ^atBxcKYq&j#2hY-8^!ANVZw#Yd<4P}Gl;?vRs)v>|q(DvbQ1|!`x0bboY
zc^vjE1;e2*7_V_t-MLzd@wPa_%3>WM%2&E}-bP%5cn&@3Qs|OYkED>43PkwV1EM%S
zH$$w04I-j^{{S1Ha2(W?q<T~>Uqvx{g)L(+y*Mfu)lynKBj&GT6qrkkOqOzQ>0~jO
zj5Bd$+2}MvuZO|N!(M>6Oq?f0A)?~bK+~VsK?|`}*|>)JWMgq*@X5?KPbMhQ={ArE
zoBf%rKeG~TcoHe|EX6i;%XdRKK;Vy7^eWLCM<J0LA&xRURHkGHIEA<6Cf3^0%hTG9
z?1E7^_JZS}fh6`y_;8mr=8rH>#ONgH4C~nea$uQ3p1{riD-ZgA>;hv{X(0(CpH@OI
z=VHV4u__;$R^tsmVOxJ0e(_bgTK4}OUQZ&*$YuRiGPDO1<+660feJ@6oh=lyTpq|M
z;V_`b4yu12*BEn&m+H<2uS{R!*rnKI2^f2iXeoO*G%;x!>)_4^fYZH~r(JKzR{eSO
z`D76Q3Rn2I2eV$&9-j457KANzazSO(+}AvvLt8XCvG%k(5~)58-cbU;T+WXwg?yeR
zVSSD^KfCa^J-KWoav4^l<MCc$Yl5+h_V+`VfM=G=8of!zG1Blz8Nq`%qJN6Ub`tOP
zBw6K315KJj0$D2?zyt;`LsIFP!tu8Dr>S)+?~J(mUJp?YUOgRV5Z0TVq!GIvJ=K=>
z43hlQj|SYG_t1=@C#sw2t!s`!Sgo<hACc*U-su*qr=`%#osUR}0T#6N2+U7yMlV;`
zFX7{+xk-IDFMy$}v_Dn%eQJsx{)Yh;-Mz^Q)V+7pBq6M7WDpZob}&a~P^c?nuBTyO
z)lcp!ZMJBJ^m}Sf!vn7=rlxph_CRkcXz*h?i5^gl6cvVN!?W-Pr1T1>!4vB#zlv8|
zHtBx)&$lCA`QyFEX5hM46O9@2Z!_Y(aqviKjghq;^<4lFh}-3sX9x5Q?|4cOw0lbp
zmG;UPQwInU$oxH-1d=-wppojqXlvtixX6^oyB-N-qF6X-QX}&?&Bh70kM!7FbuuMf
za2X6o`yXd-5Pu|&_H-&~keYP8y#rBR$1f-ZJW+E$VuNSs@RXzqP6FNXNyC6?gt!yQ
zSjqcRIC%LmjIoa5$6!`mU#Novg)OO;(Q>leV52?qa!sQl<vuk-Wj0{|<O@!$ZR}D1
zOd|l1Vw;B)Y#6y4bZ$2@QxMDdq*~LSd3nrSct*1Wt~JMfxt6X;*^+d}432M$vI^1~
z+XA=YwBIQ9W#bb2T`3p6>(YGWrC^?h<hydM6mxhnTTceaJ&puavV-sW>F0nQ3*EX-
z3MVlc@KP!%#(tmXP2lGSbvVt;Fn8DIJ=H=WPv5>=Tw*bx1=?KA^!Qcm1`p=KIoEDA
z1-)`htddcK5AA=U5hWl^)yzY4f1kQ4|K(l(4%gZ;HQ7!`2t%2Qp};-Q{wXuG@q7Cr
zX8E<%-s?pyUWuEt%>ts#(T0~}hR;Kom^xrrXPPP;3p%mG=_zUYHr=t)6BEkQxD7Lr
z5A^Q~^}-4P1o#YDi90XP_2Grg9*i%&%B(l_TC`A$h?18jdyA#amO@|M8VJi?f8@uA
zUeQOh2|zyDdx{gHT)_|?2AzG1vZR-OFAek^$`CaX=^g1wsZ%Tdn6WH04tXy+)&21g
zKIne53v2q_oZ#M9v(8lu;45($4zyBc%v?GjibSXRz`fmtTV&dI!!<FxGqX~E`l|1!
zI+pSyUK=}Nr@uz9TdL`0OvQx#EF+tsj@D8)VU{0n45vTXd3BBYm#6pEe*<%NWFqo{
zP4}5|+=`WN(=Nd`+UJY#BzTc5+(YLu*sC*`<M?xZ92YiprQ@IVwDGj-F54|vV#Ra5
z1wV3l!WI0HYYg(HiJ^d2l9<lET!Gahhm89`F3^474mivdAD>uy;mCR1keknjz#PpO
zwSVIK+u0RMGROEJ$=JDe1Uxkmr>0z9ydB+QvUyFzq;`+fSp={jvm)u86``?GefIDd
z!`*=TnhMm|#&@F%$x;dPA8wY<TxT6*0=-2x!fHA*ZUo)ADfS&?X61Uz?{3?Ty^06>
z?u4r6da^|4`(;*lt^2E*$5Ja?JDj&^o_3bzG<TbQzol_Y)$SIWn(=+XhmbczmXtz&
zo^yZt8WgPP|GGk&)3tnpCW+|<UsaIeVpZr<!;Z@sL$ThQ0|0oy{YlD6mc*!ZNo!7N
zciH@R8d-<b4~?P*vKUILsx!Gqs<O|fre6ImEvgnS(Ejt=EC|u#p*&Ljr1l5vKsS7t
z>Y}h5^SmeJp{QQGKfGe!*@#{<-@1No``v@sUk{^{%YGT+7Z8bhuWBAo>j%A-oO-{w
z#iQ}`vD<wM>hmD8O3;Fg8(l=o1GD-mC2B4_j0~Ye0r)mSi-U$HKzknh<Y(q>RySvt
zmpv8oGE;51^Hn###`AVG7JJMH??ZVXyjf0ODTMn{#`4mACfk}gwh4I}empmI<M*=g
zMD~sJ@SPVT5m)hTcJJu0+b<@P#=e=AP1&1&hngxud$%$_7$HU60mGGqvr0XnfHoXE
zdsE}Jk#Jqq%&Fe&KQ70;L06FseIpTamIfbY@ZgYc*l>eW+0EwC-1l92+o&h5504)9
z)b>f-3V;`^F5VVM%Q-)&&iKJ<`1Ox3YK*z`wy9F}$3YdZmR)^Zk;WlQH%l|ithKA&
zS=8vi(~&TNt?$Z%qlzOot#8d)W2U}~-@9G2{>0#}jHZbZD)vdBLES8RRxu7hLuXT5
zU0i?a=FS^bUiO=vH}sU{aP)T8EvtAF%PH-SGA^1<ZmS5oxKV*io?-3iffN86r9y4p
z6P+{qZj<QoudD$L8?FZaQYvKA!mr_9Q}AXYu2>Tg>irfF5wuprf3N!_*0r9lFducy
zdB^3E^v&Ou7k6j?RWFG-nA{o-EF8u!RPy)RpXobdXLjEV%UrIU)>Ud^drFlqJ{G8t
z=N6@|F_)*AnpS51E-h<p+0c(S9TieT5-hycEs+3qNh&y*0@OW9P&r(MkA{!&T>$Hd
zpUYI1Pi<Oj?zpKhh{MR-oVs%AtmL~09%!|kU_SM_3RE_o`}|JnN4xN6tz^BtM*C!_
zvLAs)PbQCRRC=4r6!eYp+lqh7q)6t<u%t2|{9S%g(*ocd5(!@ZJn1y(An!k8-?BRE
zI{ECajYrNa%OigM6xPjyr=po|6Vy))(_8iQgeptl8Ef_UWBFCT)XBHg*-#?Yah2Ln
zso6zC6=0~p7v>@|c>H4*%Lmk%WI~~(RdEdaTSw8pkNrRFGt~I3e5bE9TwUOM-7rgS
zzmk7X@B4F0dWXsvgXnuMp<mt#HFLXE-LlWmy%{(VP}@IWKgvBm7(@u_7umXKmT<d$
zgnd}{V9G?XX`*f&zg#sPxdn8nY*<HA|8n#z6Xnf5+bIt$c*Vz5%?-Z$#Aq;sWh*A4
zX?E4nvcyF1mAZ+6_N^)*a#ylaKR-WsAm!dDimCqSTYwDA$fJIST2baG`2C%ZTEx>k
z+u2<|R5gDWdt|4Hx`?csbK<A)8JuZr2A17j7el6z<11G86`#$b?7d1YodsEI^bkUB
znq%4Kx3uzy^7@@DjhXLB>pYU1<f9DNb(V6~FBuQ9nc!NZQ>x1G^L-Hg^^WC&q8(jM
z;ypd`JPFe}a-G;?(JTzT(r-70l&ItTc!l*$Wv$;s^zOgu9_2Y`Pian!Sc&+(kF_+u
zceH!w5~KQM`!=9Kd4hGqcsYn*$@cm8wNohMFD69`^dj$iE_CFIH^|^Idj!LGGo!S(
zhd-p;f&xV@%yk!d6H9M>y~;6~taQEm$C9Ojg-0*$kxLWwSGd7{fcsWrSlg;u58f=h
zyYW4)RfuuZTOTw`w?uNwL?0`5)ZF=L|Ih`I^%eiL+)g^!xk-h=*1v?k=hi6nvD^<h
zBGco@D2KQFVX-tGR31N~`RWorvW=n^x%egcKD7I`DMe=j*MJ!+DC#N=H|)lGWcifm
zK}nUl>6q&gt<pm)E3-onQ}m>1>Bq}s26^-xs$tfwv89njCC!e@b<Wg$OFlq`>APeK
z?p?B+5BYN?&~dl*Yg=pCnM#ql(2a__4R@1VP2Ddx&VBNWJjRSG`Ipe`R_OA;?;-}Q
z??+RNOOGBDSvwGiJbG<rw%OPtO!B+m2;ZDC^AC0{Ey06_sxv65RFlx=GkWQ%(yp&>
z-W0V>*6rJWBrncs9ybcq)KsGsn;Ff2&xA0BL64{JyF>)vq_&bq1%6#FS+UAexP0_x
zb(g9!=!z_*lI2+FL9<rl_-4rb!2{;4UsG6<`^E4w-O>t8LRcfd`c)@cT$%Iwo6(kw
zueFL>qm_{rJl^h>7n*3r%re$$W&n?4=Y~NvJwHqbXg(@!-~F?FPj;A$Ob+XU{YSC(
zLy5s+<w(iN-wOPbTU-YkY4WuqO^6EhvzN-;+;Obek2S4ZbKNkj*i0`@t4>o$z`7J+
z>0Q9u`({6<HN)@l`(1Z<`4bnMw8=kCA0fP{7!{k{ar$F@(MRa`>}-WJgdD};IRNH?
zn5UQ?M4WH)77pU2VT|F=d0DWR3*X!ap&*vvWQ_u?G@?=A?7o*vJ(Tx#et*~1w;!YO
zqwVuEJ*APl4UyRtr_`ykIEtk#81KKJ{;tJ@aQ1%)(nP-9*tb^n4)fxHZw`-t?eD7b
zwWG#Tx1L(#Niw^!9Dn7Zc0?|HQJMTZ<-9=7=3jxMefv_jNV#7LaFivob@V`P^m^PU
zAlDhxb@DRNjANPyi9=U?E3Qt@$adpzhi7LJ1YE9Zf8Kg6rPgJf_?wO2D%Oyd<*sR!
zQ^lE2rs*uh*&Bm#DM~XjQRF}rUwDYnS;?MzKiha|{eyh7wd&}i*MUaaQ(s)(c>fkt
zeUMSfeCNu%nT`3Y*s<xR5j)eG>+Lek==caP;Gn#)Ie*fXLHt2W*~i9>nx+M=ol1yl
zL#Qe;3wp4Yr#Cd1$~U^@rDV9`Rk!&wFr%z5&$U-}%MdnXjp<=*5Tk&gb&Vy_&T8)0
z;A?)rZ)`X3?lLH>HPt>`v#~7nvY0&1!Sg)!kLD|#%r!7AYN&i*YHl{^C)RI$-k{12
zarNkEuCMhtq2#)d%uw@CP2L~YOQtWs`9LT(C$hC+;^AG0=7bsTTTL944Lo@F{Td3d
zB%|aTi$P!A1JB-|du!Il?kag<`3i^C%&8a$WXJ32rE^GcR8+xE9vYSkJ)QiiVf#*G
z<zbAfpwE}524hN92cKL`GZd5Xb4gdamLCm^3?nNxHs<bYzKb!9)f-xPR#seaOP3kO
zu$|b618LXP%Vw=y(7qYB^1h`xr=M8KQgurg%@zZqX2C;5j3u>fQ;^&Nm%Y2uJ2q=g
z)qXYxZiLLh_>*LjmpSM=i3UqCj9-to^K-~smQYg@O@&mV-Wh(Z-ZLj;J1OPW)(JA6
zLi*)7?{Pl+vkH!;%$V685$3gfcqMa|A~aUKI#8F|;@3&qpC-qYk2U$0<%OU!yUFQ8
zbvn04zuOTtqJcEG2MJPI@P7?yT-I~p7N-T<8ywthL@HQNTDU3PUp4xK`)T7grN!?=
z%Vv!q4Ht<L4<?DX9~gg^EmfQ-6rqM5$xqg#w|&{J^5_^EyQH=<6uQrh;j<<0Onr9S
z;Vi*l`KfjGM75A!fq+Nrf$&$YpE6})GC~F!Qv5z^`dN|2t?nAsniG0vcnF-)q5nb5
zkmc`T&9dRlGJc<Fd`yw6kf`QFAq&Yr$btug8Pz41EIj<>36`*+HHiSFTM!Cx=wB35
zXnoiu&zXs|21W4fkI(yf8DTIljkPm-Jd(3v6}#g<sHQtf-)X-TcYTi6O10PSVX&c6
z`5@mRm)el#-Wvh!q)?-hi|aULbm}zpb}@Bj;%JBpZSG1SBjxQhh2-Lc2I`@t4gsmX
z9)puatwzm$`9YKwmg<I~axV#;JfBADoCKWYgE8K6Y1wH_T6szSY$PN@haje6mxI0c
ztyWr>YY&(967i>kRI0ZEB7k0<jUpW8-JaOl(!=CQ2JeBUs$~;_Ggg91U|8N7WoYS%
zY&OxG!nO-iaE~Yvj3*f&a4F7!Vfi}FNcA+RJ-r$*i&=f}<`WE7zE#@GgHg4QmU}N+
zeuf($WotXCMU@H*Z{v&U{SP32LI8S11^#*=DaFNY)dUf^Z4eU|p&^yl;VTcw?kc$F
z3JTDKYj?G@;$S=W7~eXccVb~|hhBgGYCzqekHk?%WX)@h;P?XCljstM7XdsG$5Ebp
z8u?>z5OR?uarcF~<7P0bR}o!#%j5A`0(}RFQ{Mj1uCll!GTBI7)yc5wV_a@lGx&0i
zUT~Ar9nvCgA1c+&B-p@_Y^#!BOZ=JDMl!*{ka$l(!p!g}m}_)RAmCAMpC=0BB^8&n
zFGV5mLsCO|3pfI!<k-Osm@`e93ueKvzR7q3)A#ul*<Vo#J6c9FHhrDkCry;V7ET;g
zZbtw{3|m`D?dDCx75E^g`6e2Y8>5Rzf{oVUQzbIy&`(~n;2w41f2p<znXn8@7GafU
zIG>5xUzq8cB$9WTyemFwJvOj?J>;Z)uyNp<3%hi*!jAeSRagE=bK^@)Z&1+d4c>c4
zwJl!;`E~s&SYjY%M_2GHAps3W`#s@TP-sBf;$@%IGy0!o5ouS`0Hbo`HjygwsbI9A
zf7!ZaMxp6ey4lACg;a@#uU@i}=F>NBT1HTbpb7e~Zc-njOQyx?Uk?Q>9Mx!#2sD1H
zG<j(BHKsDMRJJjmrV3VEGzqwe+~l#O$}8+-YvcK7PcksI^{yE!!~>}0@J4~3UA6%n
zB&fj8yW-~4&%4dGMXNbMVQz7vMRD+?GL}-YhAehJsu>Vf(?{EHEnU*K^y_tVu9r^F
zi4Nb7ic^smOHZNKB%R5&g<vU!u2qN&=~bA5@LzGfu`9L(t9U%2&8ktbw|x`Lto}7I
zlAX`wW12~HZ$#|lutg4?7@2sT7jXz@!RFa@SF~=bdzchS*mPT?J`3A-u!{&8V)+js
z;r2Y|L*SiX)7e$(eB&0Pe<-Wf`U3gdAO@?O|M#k2ZT~)F*4b1|zj8y$o+U<u+F<he
z&C(bRNqPCf-H%Le0&8n<RAep&z)_dVSztkRB43Y769oCnCy;?wA`Rk(=eYbdcDFF~
zZ7-c205+3E^1s4|UGw}j@HO(DxSsgo`S`>daQq&Jl-k2ZW(q}Y^dO_eUjdp$sNJ#F
ztUneo*xs8kZxv|>PayM^<yu1JMtZT4u)px2B?y;)t0etx6-b1<uY;XbuKFM}?~qHo
z_|F_dQ0C0qB7vI*Pq!nlI+xhhGJ3uZ<Dl>+O`(lk!143Bp)vh$bqALexX9v$XNbb?
zYvf(ufKnm0R&sN;PM(qyzR*sC;cOZCt|nsNs-<IEGen)zJOU1#bjKS+YbeMjw^@91
z`hBJNI=$h=aUPo7VT4?ST9^LL&lnl4g`KT8RN}+%n`NTW?<-hq57Z>6V|5y>^K;yu
zLUm&z(p4|$7KNVC+}SIXrYY3>>{RHj{A<|Rs^-8ov#7$PO4pGY5IPR@qu~&FAH{#a
zO3a3_f+c<U;^3>;_SX<WVD)B(VterS@9+%8+A@%GQx1~9+?W8!9CwH;^Apq7dnC*Q
zl2YP?;|fge?Ey-Q;Cybv{5(N}7z(GE^^g`vN;NOhauY1(ppCdzl8cCq@v5_RN00+g
z{uUEVaE_dNa=Gi(O}@M3+iB3$;B~?~=_<SJt*nq{w+Vns$^=l@U-dXmL<@S8P4`%?
zoT2atFWIhufBtY}8keUbMBy}DcbBI#`UD$H8q{f*&fceAB?AO?^#GL&mM0`+NaOBH
zW?<CJ$*hh{B&}Ds%Ic`UR4T0J8>WZBr(za`3Zh@(SZuH~Vn*1a=&(IlhmAl)&u-&b
zOo7!rQA>ELi{wLjX3!6Q0u8M>?J%U6Kuj_gI(rOk6ODWcT{~3DsMY?r3HJNG8yhX8
z@w23dCuQXfHh2-7?9IW=-!S8RNyW3@1ly|(f5RrnYzt|OYvK4u+fU!AF<%ZR+f9+6
z9P=L*fjpGSYC#Btd4{bEd~>a@H1|mEKaB&_`nlj&k}h!CP5gA__da2EHU3Hp9RIB<
z#VdccpU?Q88gw88A685HRyYaha(I`$mdDp+fLSC@LoLR}kzpzETDe5A<Ci<eX(9aK
zvqfc8-1(1htE4kgVNUJfbJi8^#)t>mNgVr8(p`w`B8-cw>6zGdYka;eF}&dSx{_A-
z(6wU&QRjn&6XLusp1{Smi4fPhS{<zW+=1eHv67#98C`IO{txgMW!Lm0%zRtzIQGW%
zK@|=u)57Qph=W-$J%bE1E{{E>oxKfTZx#50*=5ge+hZ{73+C21Wy1Ui;GjN<ctN0f
zkqTQmBzPYuwbMHe4zRUyU5+fJI5|_CLI@{P_J)Tbtw`<b6=9gLu)>_uX_Or}%%r=4
zz=4p+itq+&5AdwWJd37eL`sG_OpU@VW|uKto>%>?&=VOP(-}>q8t<yX0APmh9hIaZ
z%qk{o*ULB*(JgM+2af7y+!gFV?HH0we9nhUOyKbGHtP$*AeZ)fV<&|)!f@<`fLHK+
z7a5qwfaFsOa25}if;N?lX2#M0OR3BcUT+|3F`X^zgaV@G*%NR_|8BnkTn8)(jCp#h
z=hed#_aIoAxwt5h7GJsT^4zI;iIl@4<Q~~37gh<cbwZ&X8@x2qA~VZCRNr;)t^Fe@
z_C-<x6VnOZYONz`;{-46#~>WsiG8QZnv#_6>(BXTc8RE6wWPK62HN}79s)gNm)(03
z#7iovkTg6;{bo;BOMmIGbr-vm)?VpI4U}CNOw}{e#omMW?q(deop%QO2MC<$Nr+>^
z(K3<#<1}rbmJPi3oxnUeXgJCPh?or5?c$Uph)BxKu+p9={F7?Z{m9sfcValPP>;{f
zl2qC5k{dNdt){7Adj|#fxkY3gz-eGSGTG{a=;6pRiVDXh@GKkjbVa$6$tE#IddGM5
za1SQd3rGM)My(emCE>Z++f438tqtEO-x?mCU8dy%LkpqZ13blJ1ji?f-U5Iw0bNbn
zZF~6A(m<EAN`>G{2zXF{iqe<j^sl&9s-0>{v_o6a{31sd2+1bfuv!uMB0@uf;7p-K
z1={lhC;fs@0P5!BHJa2En%g^n4a^q=94%fbX(T}B7YtQ;K)1cN<~)$#`Dby--cc>t
z^@&Yv@e#lz#@OuqLnhw*A7m5iP-e%}fS%pvbM=|vQHfSYjWk!l6W_pLgK|jcrPa%5
z5;z1VqHh8e(IlDFp;WrMl$DiS00f3Ti7`fwb4Sd>F?X1dRhP8iXQempN9VdXLPPEf
zrhH<87MX#*=GlPV#PLHmz12fSV9c_ia_L+Zwr;s!jq_9!-?QbQKkvmNKceeW%J}u7
zXdBoLA})f&1B$8-gEG4&pR<LVyH=3{4Wf&Sj(Aodr_>DTE!aHx%e)BDF>C!gpF_>1
z=a(2LxcLZBuh-I2hkg{Fl%6pq%CC<R1-RZQ|4`}95cs{3+6Ue=mi~SK@v8~@he^(4
z^U;D{zLXE@w+@n2gGs|{j12dr?J7(3Kxfz0a2s8@_J^cW^KJ<JIu)o-!Yl9;FaM&h
z;R27K+h1&wcHGNoz=n(p=m`82pzD~^3Ev2(`_$JtOt(sF1i2^7mdez=WVtTTzwIkc
z2_{n_aFQyV8c}ntN<rlAD+gF5VjtD^DTqW3Zu@4a)%!s~KIIv*Z{S{olQXGI_7S|4
zpsqq%_U;HHw89|*<k60t+%Tsv8%?JLy2S43OYG}Sr0Uh97Cs;8;2tUx>OI-se>W{K
zZ*W_nha=JkDJVN^gGsg^X*qb#?l}as$jI|XPIK0`^cgWoQ?_<Y^B#EF7r4WpMT3c8
zFByUT7Pxv_?#Q;>65R46JB!IaoI|dw;|E#fvcMR<7K0V-Hpw~LPwm{sjp0qTbz1Jp
zs{aL1N>P^q&jBpL$C(8wJ$8C<X)_wRb4*)OfP}stMihhoVnY<gkJA*y{>RM-@4A_|
z1PiRf=?ODq<QU|7$+pMBMk7MN*1;YUm51HY>9OV-_-9KGw9DeeMQUNf&UQij+-ywl
zr)+}6P?WU>82JklP(Mt?Dc4|~-P-ge<QpXKva`4N5PSiGFy$Jwz+ZID6N7^+Cmb2I
z2#<_hNy`$V1KH#}v#<+E*kMrUPih8I&>PzBD4o7&^ZIu`#5z@}ivW=>7UVr?fvUNT
zo>S=16%z|>2kQqCbU{A|AUnvrUQ&pvX!GH`-72FoX`#cCcKH(tR6oK|Xb`7Yid~5O
zW*;U--;Gs!Xok6F>2F+(PpyRO@d&UKqq$7vH{tsuFBIT>*6MLl4TK1LXQ}SbEo5Bk
z^@Jb}1tmyoSHU9W$ld5q$e{j2l!474P~X)yaD)TNuWPM3(Tha~*>-{#6S*w*_O6Uv
zzEcSQ2e8;Q_Yso%t;XoQDfwqsaXDb^w%HU~`E?c1`*q6wdo{O<>}hdmT{ttPu>gca
z>VKOpnw8G~*KBclUiw`UB+5)_F#Vn2uUdAquxPXxd<z%$@pHPM#+#zIh0p7)43Cu}
z3d*KZSRhxc*&7!8NO%(}H(T)4g?MVE`$bb;u`5dS4f?yg>z|udT~zdD=8Bn?NOYl)
ziaxoU$%Y=%5(h{l=7ir{vqY!3`caqxO%1{4i5y53U4HTRb$Vf?(Sz|>pKCg}Ll`E`
z4OW)vf+ct~J2Fsz%*^fR|HVMBEi<f>8Ymf$jn&WXjj~=n6$yQIMphaM!!%NKd;ESN
zW&V@!ps+ebG%oY8C#(S~YDH<BCe|*dH@At@By3dyA4fU)hgG=jKf1%LnFeQ)eP2k)
za#UqZ^LU1}s#^&D8a<^J$#UO+?@9N9aJQ#X@px6XYtVNql=&fVVT_3TyQ!&pMaJbw
zqpzl{A~|Lxkb(!hqT;;CO0h4yjEi+q;b!jl5yd>&_^%gYqHpff>C}hP-I;s_LZ>J$
z1g=wCR@kMt9N*i*ykuO7*ED}R%sp6i5H8`?_H*Q8o^0aRk3w7-voWEXahN7cHciHq
z$6-as>5ck&-Q1Pcp_uny3>BA+!|4AR{4+Y_OU~`CR+M>Ibmm=ZCULIv)y7M+dMeU5
z&-aP`Eitpr?^O6N;8vs3x<*s9NWb~RM^=$@g7u%YkLnvTS~5aW`$*}xQ!6v`on~LN
zG~4y!#3nwL={q9Rc@22vGplfV;A~SLLC(Itk)-a84UsZ^nN+ymmp_c^7nO7y73uY;
z!V0s&*uAuJRxrM}u_EZK<gEY4Kl|YGTZ8VkzY7?u*zgB8Dy?oLOHaZ1?G{jtW0u9`
z*8dto4;sW=3>?0S2kN?idC|M0mE4Jy@|MS?vHv1--OX+VtzwDV5r3WJ$(v>c;gEhG
zTE3lT&QBla6r%n%aSB4ZZjK}G!xg-06hkH`J&VhII@-<;A%0?xbwCItGo4?R4rlMz
z(r7j`v@w*YXg58Oi9LJ&Tc7WNb;F<Zwa0pX%*9;l*-;UOodgh)gL5Pz?&2wLot!-4
zgp3&4)$-S&HNv20n5wg&fuTc%6U^DT434rRSaZeI5qfYdxrwo1f%zX|<vRgZo1le^
zHgYHOlg5|5L;qGrlryTD-}>aYR~=lJVkbl!hALb$SA3@|sx%og(1QqlR)}AjRt<&x
z^b*0JQjm*_8yc<;0IQQ6Q+eeM6Q@o6pl290kpsBdP_~gN!dweib(4U2-awiTQQmoH
z*`3mmr-`L}?w%p*m>owz*#9=rj7*g#<@;l3(=$pV@p6$j<VZE<5W}_4tj8aD?bbze
z^hT_V#$Ar?JTOH!>-;ts;?c&KdOfImUuOQG<v95FPz=jgq*Go)v*8yp;r!&%ZL$!|
zZioYTplK3;VnoQv2&*IxThOGjWk;K42@A3{$sx|zI%nn2(I)6IQ)EeTs%U0r9zV0l
zD!=q^J#~qh%m^hBbvauy*TUq|jYBu5;Q|vW-wK0=ZjOVmw#D2o3M+GmvYdQ}PNV5h
zRo8y*asjCLo&lKEO2VTTn38PHUhGw4Yi}3VX6F1zFBK9I_01OD^g9+Jro+Vg%&VyV
z<h5Ej^@frk>R$UmvIb7rM`fDS+pL!<`8>j?ltac82w&Q{zJwZ?7)Zz-JY^X8fV3pl
z>{X~LUfnq*VIqneizBm#LKSA8>2H^1=08)mw%XcT{K!Dtvrm^?l&y{MxbRTo$S{u+
zK<oVwH7Tu16)!{TiiujTbGn;|Qpw<pK^o{#vOg2m_yVp<t#jOK*=n4R>#HdM`sxnu
zRXW~+^{rq-s^<?obp_`OxFX<|2}Z<2q*tW(<(!@s2`01rO9KLgS3MSu9z+}Ia)-<0
zE1kt!EhooY?~a;#wyantHJeT6#Io(5V{SzJdzps15vYG)_MQB$qK)f^F*mX#zqaN1
zz{Nj&y-Cl!GL%L4*|VV!4{A4*Q->S>hpKarXS)64|28voKCB#Wr!_N&B8PHlIZO_l
z<`C+3ODyCNbIc*4ITbk%-CJ|25Q^xYQ<0Hl4dvXd5n3g3KIBlpeSd%bejbnc%YXK{
zKG*fWUa#k~;N-&zn(G+t!&9?M6&<=0PCv3IZ@qLJejvOqXM5@Ik>}hXs#6*eo>W$_
zrH;UvVKq@wCy-?G2E+L$@q-jS%fZS%)H_H}gH@{2pvFsQ9cE1}R{IV8f+d#!cg3av
zZO^&Z(f;V&3eOAHk6wg(ywzC3JwXZ|dW@eldG6PSh&Jw*B*Ep`IWJ#&$9(3iPXa?x
z!0u(!IlCuG+`iY^XUZ`80VWLrQ^P>%Wt3V>qRc=m)^KR8_tHMkP5e>mteLkT<(+}4
zGE^Iw1VNaDChSfH`;cP9v|7^kG0G{jQh3)q2|0r_nStgAV;%HVItUU|n3+f%Waz5|
zF4KgU^Sg)kdvC+T53`pA-l@DNc$#zeITEmpZ7R)`8CSBFry|lj9R~oraz&(0h*ufp
z+RcOQ@gVah!jvyKDqnyk&u7}4dAlau=Wsql>d57edP&ykRqrJ)^xD?`X3#GB+4sAY
zTV7+VE2`4%kK5n2z2=#Zrwa=_pV5~sUOAu39<2~_s(XsRPEB@joV!%%aq^hS2@Q|n
zUGrU=u>+s+Z@;FCztzzH0E9Q+l70k)X<q$#<5|V+^6v%0f1gjbIhR%YS5x_?@%Qa#
z(!DA|#vJ1}KF}YCB9ij$N2|VnQ&+F1mOp${eoe$_WMuTAmcE_+JB;Y5cUolzcc!tn
zjsUwv1+SUW;gQrM_x@_X(^-kAdGVy-q(aU8@;W<(axHz6k|YJ~I<JwOf0lAJa!sVt
zi(1q3e<<7RYnVhV%x?|omD@%-;vA1fOq3Vw4Tzz6h18U0fsv|h1{8a|uEx=M3qTC#
ze_p)c7cPLmoT0Y4c|s0!vUCLyrH8_$HOm74-FT2)T|6>-yM381tLq%D6{bhb%$S<R
z3wF+n<r^gl=W+0H#(-~U4)bP*GiC(TTl4c4fBmp~eD(F!FG3OjTy#pg@#;$1Y0bLI
zn>dX2gCkWF^;ewE*)=+{#GT8;^NqU67!)_IA0ADqhs5kZT{9az6Rj4bGTazBWFW(n
zlb)@8La#7Ts2Vda7WzOvj|~g>p>?lk%=o=+?z`h*8g9Are|P2Wrm2PM$4KV}*`;mf
zD<qH(nK4br(}PUnO=7urkGj^V1r(QoR9p4jm;W4veXppt{4HeptHK}qLS(B<2g|3B
za9{n~_lCUy`hcz4gkxo-mm@>d3svXRTEn*+p<1SDvuojY-Wd5x*bQa(KW~|emkD|y
z4CdX~&IQ|RBco*h03HFw*Nd5Ww_p7O$jcMp>U_EnP+#S}LaB4s?f`WCTQm&@uwJ(h
z4LJxp>CHe6O!1XWGTrx*Z%Kr7p{@JkJW(iXO#U_x#IeEQU*2a>(cY`Z$&gN{u1T$l
zk-$nu@^=6q6&zpd-8i?exI!lrJ6}&U(7D7N{cuc2HQDPuFSpl=n9f*{AFj4gn1kT=
zhi~Boh_!J_BEt5Q@&ijm9h;Xq4?p_`>j|n&oFq|s!tOTDWG`^6Alkj3o!;5z>t$r2
z*eR>@h!M4u5o`V$sWC-X+4n<sTV{VEQ9jQ|7yp;u-r3k!Ru2{=r7qc<8^R(a;za*r
zCwr?xZ|3b!E&-J8h6Y*B!%C#WQ1-ncumFnLO%en{zr(+hIm=K(I;^<&!}!>%K<eU>
zWiP|ta-d|ROX6!Ba2qi_2Zd<m%SvFhZj!7TGGI-d`%M^Hb&_cMK95||R}M95sQ;YY
zN)y>0K+9&v(v&Ta!8+>jAt0+~2*^$wG+UNQ$wz%?fm^brLW~R`3rQ*VBAGMIvnsCv
z43^yrfzZQ6{#HRInZW&0;9Kyox^Zc3?kh>~Tor<7VozGSNk1G4-yblZDgmHH`cXc4
za9E&2-B&h<Z^{#GKU-Xh;!kB_cxPui?I$peJ-~p7z|xcaQq1W#&x6DkSPU9(0`V%*
zh{;9a$cT?DFO+z&_-hP!$sWTtZ!t-2=#mJELUd1M^_oxL1PKJKURF-*r)F@tI}#!*
zJn5efA#>=f4slm*6ZQuFb!rL9Oy+zf8(HwCXBn7ooLm~apNCz*wj~KNSGL>){I{5V
zD0nX+`8%cOt3f@DVX|zfSgYB^X=bRQ7D{#?zR;h77IGwF{!O_I(Zs}#wiyM17(=*X
zS{~{X*AJH8QecT^cFv5-yLxnCw$j8tNTH^?e~Kr3vT54>3^joFaM3pQQ}sU~;;sC1
zeUrM932)-$0DQT@I6c3FJ_FVi3O_$)xti50`oy0P5yGcduVTQkI9`8frJu-({`4eL
z&*_J@#uHdrYFVlq<ghZ-P{=guxhN{<;*-kpZ{wRS_X?0MM{oiao$5|WE@kAVf(DQR
zPT(o7emQKH4JC_`nrqh}e7Xh#yEuee+gC52=+Dq^Dh>;W;r6BO?U3hx0L4$!E}ogF
zesQGvEx1Zu>~3c&5`ww2+jZT&qV{{)%YfI{bFZ8}bzQvd5mxw{&2ldE*cB_Fp_$Vo
z)_^R_Oa-1jB3?He0_W0y62><xkRK-6?&tpjFn>yI8TXUAzGy7Dkn(*vgu7R6T$S|(
zI%2@`tnEC3i9RGD$-G2t?Xc4C_UBv4hV-?L+v>k=yQXZ2<=)|?9*S-3O^#Da8WHFI
zy`XpGB}r{3TGtcxp9gtIYmv@M#!A)1rrxQ^3k!f^DH?wOe@%mS^Z}*u?Hrvf*fh(R
zv%dp53An7|#2YRV_FR{5NBlIXZ?7E<+}zr{^kK|dPVn$);JNFqhdsaNy0M23#!f_o
z*SvhAS~|kwisT6%LBJv&?aURovL$QO^SG79<mv(EuYPG4{1okY9-#Ho`e9^_s*Zdx
z;h3hQ#zx68T(A$+smta5r0jKD+k1=m12isco9-uyRv5lad--U<*2bym!k$yE%VR+P
zM@_}@g)6`&SHWn<szvA`{I7czK<?NHfN#kIb3u^pt){&sw$tuem7_y1=iTD<Z?#sQ
zb9{T@k{cWn@Y38$U0rSQrdstcgJ3D!wsG)!3}A;GWX_u&Wids%<<~BJEs7s+TO6Bz
zZuG=G%-5yyL}9h%PaKlzXRP3~zd{#|e=cpJ8>1gH2k3k`56v}VfMz}hbG7m*v@1T8
z_5t(|W-D2m(ksS*3zJXk-fSVGB~F?=`Kge&+`)<$_uow97}cj>5#b>SqQGk)yL-95
z)f+@`D1#Yf>|5evFQ@7eVGYGQ-8c}QsQZH<`pOcEcn{3u#CZ_2b}baM&C(b<pvj_b
zlJ6`$I@hN&okk+ES%hi%RnZrAcYF!3R`|e@7jBxr>9t^~yQE1aAj3ltxtb!=0La00
z+YodiJ4LfoMc8d=p8OTh*q4toHs9Nku%CkXPEvXpux9>-jEu_wO#Y7I0s*fiK`QFc
z=$4O@R8!G~8R$#@yZ@>vr)8_Cb6OXotxwW}dof_`+i2G$_a)!n2x+A!rn~Z7TM0r>
zI#m~e4AJdq<T6sjG~lxJEA-jhe(e5MwX}U%N@BWhz!r^?p6{)e+Q{h66<z4*Xwt^_
z8d;zOsWdEVyMeE*C^k<iuWvkrcSFYg1IW9*6n!F^SHVyfk1<OV$SG7@V64D0W|ht1
zmYr0x!}#t0=kIRM7M#6N+xQ1?>ERzh4)63LoB4JB&TY-@AA9Y0Z{O534UG7u{B9_k
zetYp1^|s`*OCE1V_;)hbs%9yfu`?>o9gWM)@*!yge*k|M{h0pc$?Ukj%WWEM+z(mA
zFIr~Aw<Bj+3BNi5aX+QZLV1s?kmq4~rZH>fZTpko_4A&bi#qNMgXTJPIki=7VwM6r
zkdep!6yLPm3i4Jln_*}>%-;eEjQA*)GqbvnM89^3NZ?u%f5`IXJd6B>ipa}amTUqi
zPyL36cDs5Xb}!+nR5g=lN4rWdQz(g3R-{c@uu0-n=5IX{eDC&>?)a8eiVjdF8P1I^
z^6MD!{Sa}r3-v}aV$m`ohSJg@Z1^@jNS_7J4-E}z5&*2^H%OR(<Mt$P!fBus<CWcb
zeRdEy4bUy0e`|FEumTW$bl6SHMGv&(cNHb0xcVx3h_4Ma9~)rv7;$E*lOfF#TL+sX
zkMZv$hw7m7*>U}-eSC>Tz78^db7xa88kS5jty3U{Y)-jK9?ItWfRJ;2F;Yer@Z$6#
zA9Lz*3k%IN{N*JF?J@fe;M|iiFA-3T*s8CCm(~GBaa+&C$jO0VEx6?Sse8DbSB^o5
z#XE35P`9bY13aGZ001x6gGeZ$O7b9)cKZ@W@R_kBp1+vdvz!zTS?lDejd0)dSFYlj
z8JxJ#vhHY3NIirzO2#K<OWcXxGFcF8`jy<!pN8g_L0V;XG)1@dC!5TNci{no2hGL?
z226t0k_B|2jSz%u3XzkDUM_ej5L5coFvB};1`y<zdb6?8oRLOpT*5I$pBQSjW~DPg
zbNqE+^Njo$dZ^++3&71JO-91!_a@(M9>HBaC}S#<ExK|L0{S%ziO>biDqps?D~Bp~
z9RVUmhq`uhZp^Lor|W2m;gTHiZaWP>?Rnqhlo@r5VXoIq;3vz@%qTXeTj|Jlai{Vd
z*-b=W1jFPxnhWLwm^XC`Gi}5<lgbhL=~Q0EUM1z2T%s&pE)%Dls}+z-47dJ=WJuBF
z^er1QdS+eME;O-k1_az^NA^6e5N#^d2)qCRNdYyHQvh*#*z5P<g-XTt#SRayOWHC)
zStgo?ugV2QpOqCJ&9!{NIR0JexSJFdYTfWS{P*M9whPuwz0@18T$U>CV=`;R-5y<S
z+MB?UrN|e1xq-&F^J&g5>ekO|JI^<sml{0N40ua^FHawEeoKj*Htz~l;2d7|O~(2M
z#Ja)W-~R|aDsHH}FKI_13duP85AYt>W}&pdd<F)Gn*(T`y!{=H`gzh0+P@gvp78v_
z#?f)1n_d<dLPwqa9^UU(71YhsbP;>;7(Abyu$#3W0t=*BE<+ZOY(a@=(>4DVw0O`e
z&t_~XIvWykwYb5Xb_`$$iVu_f1Bfpt<Jx3X<&xriNWYmtS%6z;OhgNu9g8t2njP$!
z9q3m{4cC(7ETn?~0&U%iVfCM(CRi{=&&2c(AdR-8B7PMH*$C{e5v0n{mUl~}i6%Qr
z#W}>c=_DH<(tLmv>a)TMFCCg2?ULZrztxk)D*&tpfqM>ploaPg69+(NvhkOjh-i-(
zSEW{tWr%L5$|M|rZPrcOp>isZ;I(m;^`T250b)w)blIQvySWtXonnYu4fU2YpwaNM
z04B%=?A|Rn)oH@rY2V+G(w3PS!<B{;irj#kMnVP0k_5t}=|dwvnX^QBBEz5;CEB?H
zaL-!|k<U9T+tZnk&Rz{^$;<bqDFK44A%ex_P{=~&p5TEaX<ry*N#@Bm_$0J4^VCR8
zwyV-tU6|?q)PR8+5D@>LQqvYSPpxu(f(>IUbpiPdWf~dvN{>(n$Ao4RuV&AMt+3NG
zW|nwoQr1KZgAYLB&y+Jj7=@{YtF$fTm0phB;gwO}FDLZ!*AdgeWOF2d$MrkOP_ECg
z<8JecR$%<h-Hy-Fk`RQ~EDRDi_`)ddz<}hZBWO57tUURN6-t0kQ95SDxb{Kjyoc;+
zOlK=aQva3*ApZbg1tKQJ(d04NZzj=cXU|6I1&3`n(<wB&I&lCh0u+R+m*Iq{8BT}7
zkMVE3Mq<fPE!+CRZ(73n|6^bN2@xHTHb93d%-Ssp9=x)&OCh+kuH1nS&PRAf@db&v
zf8~cl>8?@K%p}YFnUS@#Qa<L=QyDu*AYZ`p)L@G>*KXFK%B)~0if66yp~`L!WHO=1
zOiMXsUcUz2+Z!59PUz+Zp-*VXoQMyD=VA}+xNrQMuqvr?d0_@R@$rK7SzNykrQTh_
zs_5A@w~}b?TeYL_&Rje1XFJM^my~+e1zfonQqg^+qtZ!3U0nCQTWuuf$&s2HFQ?lh
z0u7!BPO-)QQ|eWdyFsr8xtHsf{_WK96hWqfv)SL@)rU)J0V67_r7CIzzJ$6fH7j-_
zua2oN+ZA0o@0{+WirP>cauoPa3$#~lt6>4UUtT`B8@MX`&t#*m(oOC?HTBluV$kFB
z536k7@91a^l{d|2sbbwu(JkCHBf-}N)z4qO@z!m4bW!W<7QAj&9$KG7AhP)DX~Id`
z{`BqY>2t(~qVy?SiIig+wo-Y5yw7HZhT<^|ML2*zabBAR0wnG<{+EUh_5olZHp)e}
zv7XqL*E92)-3_37ylk;crlC0bQT34{HJ*Vl$d&qjgC}Zg3IWwm1%Y}C?+Q_uE(A>s
zUI-e8J}zIz({$1cBhLfyRYg*t9s%~qd0{9=<T2zYXX(c0bGN@stey85KWppVRe4>h
z{7aqF=;okxW%?76_r;0Rv8XM`)2Dw0Y;8UG%l1xnfLqPEz<}GjPOMl>n%nD$xecZH
zv6Yafu4r)Bj_`cMXFtcaOQ}k#>&LJDj`;FPcOue6P~EMB8?RYVy>LKF?c|a598W!Q
zwzI$N_}mAP*Jv=0KXzO4dUcIIC+dD(@uFL$^yQoP?i7sHp0I414+M7Sd0CJ$WHX+g
zOh{eJ<dd9oN990Vs27c{oY7djr(<zlbxt$V<)S@q@150+u9|e`y8--~dKO6w+HPn4
zg8du*x>EM6*d3*P(dCWay_;=~qY$Yt=PzMgz6S(iu7N;r<MgE}E~oW=dVDJ<&;#*N
zjpQ8$f-dJcqTVdZWM#D!2+!iZEW7)H@&VQ+THO&5(s`kHVmuQg{Sz#CHg@dBw{%_j
zfXu*_p5XA+a43z{!_0+zl$74in5QRMDy(VbqJ9@Al99reo?&hI2`U^!5Xx7_*J}f=
z$OTH1-#sz;6q-?*A3XB4Yt5)JrI!$5$Y;n4XC$kn#7AgKN)|CFY+fhK{H#q2nZMm9
zAsoTKVD}iHOY=OeHKM-u4T`b6gKMVK+z+1t86*=@Qq14olJRAfoLNC5hOFFd@;5N6
zJCU<p-!YYyrf?QR>skH@Z6fLzP%}eQv}b1rheiY4faKfh)H&|`7tbB4d|xD0>}kIA
z<9l||>1C6qT%<s?cGHIKxvZ8{fD>Iy)3&T1E*XTG%6=~vL`WjI^#w+MWUa@C++>P7
za1h`HzF-8o5LAfN(B#*&CBe(5l7y3>4Uj(9vVvSEEW8EY06yI*BXIoS@rS?qdIavV
z-+dmc{`_2jkr@G@R-;nsi-nv0htc-;{%X4Z{-{U4|9I{BtAeMG2E;b<(AiNHJx3D1
zUa3VTJR1UhZ{DU+ba1flG72O_@+M<Z^2g0)PS@vDPsxTnwUDc=O9Vks%zQmtS-A7V
zh2uhHm2bXWbg8MkRfAK{)4XQ!LEDYHcM6bFjV&P6bvX&6qtbO>R@XhNb7`D#8LD=t
zTHq^&-0sug+7^^QZhFi*rs<ZpEcFo$0Ee*f88D;7@eB_yK!Yyaf#+2P2Ea0kL;yji
zU&Dj5dm;AWUIdWJ<kViatR!6!G;@=wFuUTPxz=C*E&P{QYE%1u_N}&q!_`Aek9}qP
z_rVCPk--wQK_F~dhJjL(K&(mUtJ`HJ%d<<*86$V<ho6~U_yfR7h8c8}?cIq7=JNWp
zP#fOHyLF1j^}ea5#x@i3gq|7B+7h4{*Pd?c_}nAsr1A7@_Py5ubruH|Bj5Qsq*HrV
zs=lwBzDJVx1In&xzr6l8E`Qf%*JP}XQ1|$2U3_Kr=vm!IHJV;|9z=tOLy@PR0$py{
z0>zyD(<4>eZJaG~fAk!GIQr7ld8@!Il3uIk@PWRkc-;13`RI-1Gllmwg@jP@mF15f
zKOvqN9d#O|7d*T#7oc&DXi!iA1%OFLJY;OeA3&uG0rc26>e54)?hBE&^RWBQdY2^3
zQXTBEPAD(r8DI66>WT37i{-IVy+IZYd?%0eR1`RVyg`2|WcySP5yZR~a3?@oe{dPK
zp|Rel{f%Ay==)2^U5hL;?1%6FJR1GRavFOO>nkO}I>Wx4UF#_B#CBu<v*=WSo%grx
zIAPA2)S*HUU_L4InwP-B$&l`3|DNA{H%|+G2W?25Kt)qn`{@)A!a?>QQ=fqiUpty^
zMCG7cB~NZ)>&C_Zqv<r!C{>|lt7>}zStx}I_hw6^yt8#oNjV1RT~zv1XaK<F!bkuE
zzz|9Cajf@A+!ZXXXUOv_&aVA4Nxk;OBYsThooMaXlA8g<rpp1UfsuU*$Drr@c?8L7
z^J54c;IjMp>A~X`qcx4hkPDAT=x-sH4t*b1xip@~;om~}Cp{yv7E*!$yi^7F$)cme
zt*g85b~(|d560RwR`0js*KIq?xd}m)POKVkS(5Ne--3FlngkDuo%8CyTPfwIgxvye
zzT`|d$OE&MIa->@!sKcfe>Z!TdxI8PO3KGZr``VL<q?zecZDoZjtpG@?-^^*&Ugyv
z5c$P`)-Uf>qz-8y9^?rrl|1rIw++5<Liv-L<VW-72{&@;b>41OS!(mQeoS@wdbH*b
z#RSFhJ7qsywp=1l3zl=Wh~!7Lm;lwv(kH*})5^<2A9ib0XiOAoRNXk4I?$GxYdB5c
zPO=x}T84euEGewOU9ctlsQ+UjFj7tdADJ2~TY>eJwT4_gB$ki5RQ>)~AFy~wb(?&q
z(8S8q?Z`CwX?82z?Y8Z<GU$zgGr0UCQ~RHP&!1BVYgx)Q!l1aSQWG3dv-nJa%g1{F
zv5|hPty8XUg#XjUhS={d#ZDzYTk$@3m(KGr#dcDi;i?bKE@<O?l5j}M(8>x;F+J<K
znh_b=WMtBgg35!UO2bH&`?4)O@$_MKG<AuP`2D2*ei`svkX8(hWB^YeRvbFBslB~v
zXwZgX!3lk#R%NW)=uV?$u!x9AMkW=WpATTLl}7Y)<M&tP@)cL)@tg$@L+LCAFGS=A
z$oeT_RSV{-gljv9^${B){3ZRTNO5w8hO_nEz^Qz1$aWhCJ;fS9K;qR}(D=j32v~cf
zh1`H~cVdSZ@Fx$%CWyoi@F4UH@?DmMp=|)WThj0|YcyF#1!ey$t$V@xlhZ4XFMNO|
zBAAbge-1PF4D~&%v=r`~ZX+)7Yy`9VL7AoI&xbHZoNX#8eX74r1e)_2wUz<B*y7ne
z#o1u9^MnrKMBk^!X9^R{(Y#XMY=)#h13ompq$`0*q-6-h63-sr%u0P;%-nOG@lMoN
zP+T?`0F4OttQf0J@!;XAB%XEV>V>3;nI-E3xHk%==AYp;-QCN`Ojjqqp7k}{)aQu)
zet$0QfHA$(u3}V7;!{gOob%txOXEyqyA`+qWTCV`ob_ZI$-Fa9Hm^+>!sy<o(yZDI
zGVSh!5@6CzI|#rGV(tWDmN!ii{sS0c_e(Qp^LJgBFeMUt02HFDJ6}%?5-l0h*y49<
zA4UtIo3H5Jq$o(X!2<Tpv!BWtsKqf1c;IU=u6F^q5~!F$^wKI3_Hh@M9RP3l?q+sd
zb-AisEyZ^3OP%~4KpPf*+Wc&$wI9)SI2$#<3k1Oxiade=vS?4qTls_-^Z8b|$8Ck;
zp8iZ>F+K@zK!#mf1EqbqDvdSa8w4c5L4pU5cXFmeR=OlQX*(v}{mmDe!mg%sVlG2l
z<mF@r^t^s;w`OJwQjNByS;+KULvV1Mtbq>PZKoAUq!{Gt(pOVp645Q#*I;ov8&lMo
z*J(J=@ytFhIj|QanPkNr5=l0xL-DU`6{kKDDZ?|P*wn_<<~GkM&NXN*$l5F&HRsnf
z+gJNIjj;^R3rm#C-XB7}2WP7$CmOK!y`mvFLzaV2a0o1}_|Du!eNjy`ou?%aM(FX^
z($h(Pfm!ML62j&PoV2uV>+((co*tg0>#BaD?({SwuDEjUKrf^fZ6BSSL~KZ2^n;p*
zMX0>z`gRY;$y=X*cV;q&2)Pbn@r<;FHh{L#m2KYJ*6b0Azl_Zbt9mwdnJN40kCO=`
zU9}W=$2QAhUI))moRv^Xr*Ax~JsuE93^*KbdQ@26`O+m7B!*CdfY*e%Cj>%)$|2@@
zSiTOh*oZ?z%L>wmtEWGmq7w1&E77j<AnQU+yl*Dy$e=gz7lkTzGf=qM@n5$a>F}wr
zTMs-OCWm*A|NM3)`F+9Y%QN4`J{OdUl{tcj?Z_LJk+MP5Z(o~QC;~9aC3G(i!qeA9
z|Hgh9o;b?qQtN+^s>w6p-aYZ)K|%Z#D?QcwP@#)2k9@ZkcXFCLcUw8ZQ{8&`oqJ98
z6+0`UZQef~j<ZC3g_Tx)0l8eSumah3Al52PDv(`tYE^pm)Ftptq1834R;SjBPP0Ac
zTicg^@hSOj7Q@A!9C^&A5Zu-?e6(sz)HHL$zoPO2F{I*t>FE&Ex!fnY^j|<vTbCKz
zf45GYacq#*;1cC8eG8;)`W|$hta2pZ^|7qQI-E;h1ax^sO5qIwsph|U$Vb0-IbD)v
zd}<pFd4VB|R?q!40r>m*a=I!r0`ge2gin5A@9)=+565zwe?_=@)nBo=S6)$*g13z=
z9BH+6aXLF8A&x6#-&j1lXaBIG<*(=Eu~bWoSaP93Yw21Dyt;y|`R$)YP*i)^%qvf*
zwV6_xoXOgvuXppdg!{Za4IexBn%2p7+fg_!%#3d+dJ>}__}g-Ih*;$M6Uk&q<_7tq
zlRy&Q5<Z*|(`i|dND&TR0);IF1%>6Ic2N5IiNQyg5k6K8Y)L)wxFraR*XT&gUqsA8
zmyz3Om~NMZE7p+|BB2-G&p!To3MP`>-ET0}tLJ;dKn7t`Gqtl#!b|EQX1N5Y^bAR%
z--zA|mhwgpmV3+bXgU}@-|xuIWC|RY5p@tne~y?pTDiS615cxX*JNQ+*v6GO)(JJU
z4|*oh_zi&Xy5T0vz$9A$YL55)l~wLTlPm2)0tw<mYbtw4yGnaPcLr5AX0Rn@t7nJ@
zRSI4pMYom!+eGr><T7{q4>lmGP{UTTmx-5Y*Vlw?L(;l6D#*umf$&?Fp6i9u^D_|O
zh{O)g8ziFe8E>6mhrq&QridJPA~Kz)zDsy-PDU?>ocBQV?U42wKF=J?te-s0{*rUR
z^C1^>*%KI)yk*2(ueTC+B;naEZ>nr~kii?EwR-;nfFI6R5TEZgiXYtU*zNW+W9$F=
zyV-Mm3B5mXVdHYQpu(@Ak32X(`<<bIa$R6t2wjpu%<C=Ffg1F+&*}aFxNz3toUgBT
z(+5s0D)cc~cd{1~0tRni4zDZ@iF~nT(fC*4S&7e@r&eSHg^0H6FJI^0e{^u>(f!K2
zFQemnP0B%CtVkWYynKeNF^)_IIO_Oie^%KMG+X6uBBv;Cit7%ZvTpwnJAL@Y`G_7k
zc5`{zn;q*F_J%6Jw{O#m*rr8O(`F&Rck2y0$|d8X=<H$W96mX7evD(r0#g3R_Yqr2
zV?cWQ){5)2V)Sf8G8cr&B2wUx-@SHsgMnW5-d^TtUWQmCCx)VFwe01)vt*bVGQAGP
zn36z-ZT(B|;TZy;L+n!;uUNF?y~dRCvJt*%b`|t15f&~!ek%$TBdFr#C752X7IJe5
zs29guD!E;|WI+RJ&XtWYU0sH6kmYT8*CcC`Ciz*#ulma%>m905QWOGVQBQ>h%FF4Q
z=j(X&83JgbDQEuxnlRMlsqVD&^qEx6oS3QPAefZC|B~;df{ssAOVJV@zXO2|c4vmZ
z>PKmdj}Xz`=y;L=U&^uM2p&m#ou5nO_}c5BL+eAYUNYG!!sYYuL-t1A5y3oB8$_hP
zcL56H^;CYtuEJUckmM*bMqe+*-q)ticP&{W3|%DU!!q)`(5e^bB^HkIn^=vYnzM)P
zxLnIA#jhhawG9kpaI{SN)NpmZbZL{31px6uPGv>9cwrW+6A}vVG%K2=bS@#h>(d#U
z2JFG-0T4)(Onr8BsfWyH)4G9f5Y5$RpIC39Br<0SoaXcL*%NysFXc-#>&BBsU(o=e
zaLdr35Mu<`GJVBgrk%;!==!NOh1*P%rO>bkz7`UF2_+vE1zTGOR*G;Lt5Fm_-8KrJ
zA;jK#2X!DRM-yHONz2Udn8G2p0zSr8EI5zSn>ja99#%SCnk)RqQ%bJ~Nr^BZj`vW|
zzL;f}AS~@CP?6Mh+v-dExy!DnmhS{O-41l!b#k?}ECm1DAYFyl>s+EElY57)-tI+Z
z*cYFFaNQ{>nDc;@bbl^Is&G@H`RI$>kD`?}lohOQ+QhG>r;auQj%r)M_j5j07Lz6B
zv(g2{s)2BLqUm`@k~mIV`Duy@A;RU$Z%5+Wc*UkIlgm#YvL>NU@>jaZSMV0G&ljAl
z^_81$<c;0@{jmD)>y41g)*a;=`J<CQr>KV$w3lw?jky#Q_Y!XI&6Ev+cLO;9Q&YVA
zTzD*&AX~3*(!L<8PmVFPzbb~O0fKR?V6{>G_*c9*HMkRH|9d8oeYxJG#d=j_3C)R{
zW#+Y68_d%2(-H_nlgzL6ruo4VJiONmKG(aAWYF4HT-n=iRT-vp^0iNpzHzHmSSK<V
zx<&JNW7xJ&ijZVPr77LrNc){WfSBO$lGu6hOsW8qh4$H-S?MAPW^dOwn6A;&4pKna
z#0-v4CXPA9r090=V5eDM>77NuZvfOAn8Go!Py5z{e1mk9NV+tImT4Iz_KTVy!{m#&
zwJfE}5ZlRQ`+@~k2;Q(bN;CiA9jjX9JE3AeioK3Wh5#1ID`CpCPaj<(mmfhm`GXXf
z$ug|(1E$$A_7jw`J4HP!dIAt^D^mg~*WOQe6%XObk+oJ-^y8Z;LnrzC>y^*bc@V&&
z;<<R=*?yF-I8=}VW`Xy`T}$2&fUG4JWYQ4vE8R$~rKOvUkVp-jB>_66<;()eXii`9
z2Azk?^I-}rkkHtni?6KOMR;e1_(#85kZ-Zw!X6HvAy|q8nhXC2YJtggo%2cFM&|K)
zJmAoEFAK|%24gz#I|M1$M!hVFw*Qd5U?0Y3TAsVapSdiF3eyRzPci}WTwg-CW!8va
z$mKj8EJg0D>8BM~0L`7jo2srz2wH}u=^)9(?D=*QDH`2T-^R;O^i!FzKq;HJFHl{{
zm`wcO_GUeNR#x(?dZ{^%cQoJiDIU<L*28g}DHSmEfL9Qq8ZlQT1A0<KGpFQ?Nx=l*
zH{M&!JH%DyH7{*o)D*&oTiZR07Zc?4Zqs-A#6HN2GrY^aPR6Z}2?d2p4Q;}QOLlkT
zSYmiE91aX<Uzn0*&EiWqcSr9^@yMyt^>PTGSr*{8g8Gc&Dzq~#)4@Lawa98TnC3wD
z@D<x93(_z=Fq)w8R$glkZX2Nz7wT&d?O<&L=IJjQQqJ-PG#TVKNFL}Ctm<N-B(yR6
z+1)z=;U{I6EF??6*h#t%4xVj(M{JRgpqxHbwme7TdtZC$^@Bt)YjKNGh?<v9%>MYh
zqSngw-i(TGXU-#N_9N=m-vZpQc-5L4s`V8b$AH1llIH7fq#Av`d~dJdabIVG{Uqy)
zeef5LfU0xZy6<icJp8fJG@9Uj&l@|g5h>s_9bT$?J-8Tm{wnT=ss>mg{?~`dc(msT
z{Zj<C=6dt_@v7=AA)#JD=Zi-QiK-J<f~wUWg)K&~ZccQn?MNXAq7Xl>-ynJ6g_DPW
z7e3S08(^90r9>{)JnpENfBFdXTB;1xWiGeJ*W}%|ge!U#-scr_+&2rV!a2FlQN9vV
zid{!f@B2VBZPE4?mr<}L@y5Ydzzj^|f30)od>t)qaa=UEen|ffw!4ShYdy29qhlXa
zvVc$a2kcO(G}-ntOF?*8nvipIscHH*==S?uy&sjyWs($ufI?pvyPh;DB&A8eui#eH
zuKDV4@BNz7Fs$+AB4JBi<^wb~AW|s6Y<79^#=Y|e<0p=ps|KsyUmP1y7f-tHGWm?)
zH4+x&Ctz?;-ajm**gxfKNMGVL@#+l~!eb1KGlI5mJUh?-yz0#lRpqB=O0GH(wFUn*
z=KnHOP^nn$?9_Ul@Er*<C>%QyQ+TF2u=<NjzlT31muCl}rzYr0pK=p&Ii-8R-W^{3
zZ*Dm0`IyTO7VKr;34`ho8eO`m?nA8VSWbzXgyxM%sU(Thmoy|DD}c67ewURRsbjvw
zlZukzNk=dcMpAy$sC1(8MDp0u*s1xGO{2AESksYDq@+`u=8mK`(Rp=xO`@$uSBi#-
z#cY1x-8R2nvDMP<hkri}f2#5(A>hWDok4$>!RP-jE?!c0J<V=$e^TjJI|<Yd5D&0L
z{##>p{daP~E4dwOXL~9Criru>=3dqIguIrs##j(K@&;ey86FXh>+~0?Liwqk28eS$
z>rig!-|5oC;mv{8t-lJvgUUY#s!pVGJM~kVfaAuNeT<Fv)J%8Y>S(oYo-ShuX3s36
zFgl?p)B@eUPB|#uTg&+z(zC)}Tvg50_V9S}j;MiAm@X4&)Dmf&So|xz;r+WvH;aNh
z4CwfGb@F`5qrym)AEr?+FM^NcAvWO2kcrOiv<wWNYG|9MaPPM-lb?@nwqz-M*wWNc
zL)>U4*dB4jS$4Mw->;{pnOzLP(Qn3IIeG>B#d%_MsIsW&%MiwbvT*Jr?gX!K@ANPf
z+jcBb4X&_Yb!ftMn95^d;5W!2D+K;kuahXzjlk6)EzsNtFP`)$Uq*M!L-(xdG>t9n
zr?`$!UbH_5H;J*HP}y>`w%Om82m?i#e%_HxY~ctzld@_z?4Pq)&BUa?*1mm0-fE>=
zrO9#{6rY-&4AX5Xk@%sW*F4IDZH~ZaB`_v~{gQyEEG(QN-F*8q$LnozOJ-huW*i6g
z9@v=P4NX@#UxjB)k|EnvDQz7@e2dY^H%2cb_Qm@+2y1934CE_<w?@ozMxv=N6u&}5
z`#$@det;Y@Lu-R1rGTwWHqW3=WdE~-;IAA3fIS4I_?Odv#)N&I$O*~5aEu7|9O3_Z
z%Ym~BZR``9?o8j30>aYZcH6X2I|g4s5w^aAo{@(RMiBLW3>~X<3!5x<bDXw2#uGn}
zne*<8k}9ewg0`583~ULQB!~p?k%Ito<QpK-O25>Nw2(xp5G3o(`$)eKhmguY0A6l`
zztDZ+=f87zGh)NP8@oap#s2<srlc~^IPqKs>&j)<>+dQ)0KZ3(v##4&*Es#_L2N(O
zym6@f*>E<X2BO|}ZtcnW^Q^}+8vndw=eQKKOccGnG=BMFTmRb;dR^;C!Lc)EUf=UQ
zvKZJ^qqMG(@QgkpQScB7wKcaj#|i@BC;(_e8pPm>;mdT|bK48Hb-wr?TE^uE>YAxq
zPXFKI7Otpk2C&npAIKW_#f6UmbtkC`p_JI|zMx|l^6$-)sb-h1p_Fw`;G!)T=~W5Z
zwpPZ<uDQN<Aa1ocJ{jcLJ}Muj?_Kh*Qm1&`&n8pL={;Jf&qz(<PqA!l<pX%vYPkq7
zMJ@Aza}1A*Q4dlJah8|QH7JnWg`pC-YXQcH9r-m^)H<F$OGHZ9JP+x$>_svu71g#*
z_X=LPG^!VB*j^l~P$z$}{8t;NjXSB-B_#y_{BOSdzaJ4k-Y<w~<pl{H>o{0qDC%V6
zU`n5o+HU!7&zBsK!1`qjG5gxuUzOAlMXhGcqc7Vf*KVs_eD;!Dcegka-!@bPtcuOk
zKJ)cm(+{!Mx?6->KHp2kFI-v|xI2DouQYv}-ud!D_sxrEZmT+vmF4~ID(D<}W^vjv
zJlW38WmFMcI|ibiKNUH{>t@(Ej&BJK{(Z5wW-L<6x_0l=Imf#Aw-4UFefh6&&iF-_
zvo7<)XXhpwTjmNXstRHC{lkxxA6_Fu^XRYsLHHDj(3xoAzk^*4Jhcb$>q5S`H|N^w
z(fWaAa;ir@A1~#`U2B>bJ>Io?GwsUlxv_DGoBGb%bE&G4YO3f;Yg>qSdb~rAvf_c$
z+P&vo;~%u+TW73GuUIK%f3T9yu&y{#pi!)scfv_#TJXI8)0@qjZvxia{s2@p0u*jh
zSyml)D`w^LInFaA<^rcT4wv1lbLM%zKx^@G%+MrFt`*HO%vaN^3f)uCdvH-&-o_4t
zL!PQ}!|8orINySN<X-*|v~vMChSNmmD`{MCzVP?yi$|R+$L#-!94yw2@Kw)#C)KE4
z#ho;e7Gap1#coT&nQ{QOY_h<u74+K2Tc&xBT`0PHgTJYAp!<2q<d+sniN`D>K`38i
z7`}R(KC0pLDH2C4N5-EIvxQ=@GOD(Y>B$E52owHC0dH_4-@f5x{tBu70vvJKsBzAb
zThtd*uRxMP=6v51`;6}%v%Y?R!WOD__(g&d%@+><aCwRRXM$HxMyl(~77e%V<ag=)
zySZY@d4ceYONPCXQF+a^j9v<(ZNmwniR~+aHgP<?U;~Yvi`k{N%J4dKA!wg9X5Uc}
z#*~N~oQb!Fcjt;EmavW0M%yflF2kqgX^hO!=YZid8n1b7wV|Wip53J{+a&s*RH)y?
zT$e;roZ?_wzhM&IcO#DLFsf~p{btF29xTjLtC}NM?|Mfla?wH7s|G(&U+fOOraO_a
z@OXQNuuyTR<@1{=Xfj~=RtEbgK>;^s`mans<mC6@c`w4g7*rqqReow`tJIDG69-2l
z5O8R+OwL<4J2XWypb1Ws&y0&&iVwo+{s@D>nM^XFUukYG-rUfXEN0%pVc3s0GG_aE
ztK;;FyeHuVPdND*s!O(FW_Zj84pwq4GgsxvB7~A(-ShI;ZEzk#Z9UhguaXGj?&O9r
z;<-3In?QGEN3SUekn$Od_}%`~1OP(D@fPb<sK6qVSL*&9&G9C7dV7c3rDYDzeWU>9
zy37+9*5-L^pOPs+C!80{=7s#+nIX$N12TaA?qKk$yq6VIgu|iMgFzvb&NvAKFNwuP
z+y-)x`3lFab#J915J;;50k#J(qpP+dnHL}_PwVCkAYpAOY)M@`!^W@i<!PA!zXWM*
z17lfz%4<fVe+K8fs@)?32un>i3lg4TTMk1l=ZUN0<#@dJE+4Gq2-%^$yBEC-R`xnU
z;9TKu?6+{>85sjK_H=|=YLXe<lD3zXHWZJ1E76lJP7om+=G5ue8_o{)zD3gdSilCw
zl@&uzQU=DLV@z9RIi_*8`_<Hf1f+|9-z!)xFqt<NI;nq)7-}CH(JIq;$5O(^-(Zl-
zJqbas1P#4OHQu7ad79RQ$FMBM&ga7o0O{mSxOfx7oTSamP9g-J6SGlh_s*4H*>Vu9
z6dpsPur`SMvijik&#}JmO=hvolJ{ESp(;u1!FD}7)<?@ySk|3y=k$MJK<~j{LA@A5
zNnSO;5)WKF3E{=}`8FgFyvqPxBovM5S<=(mo!V>Ie=IkBIANIKMT}862ASONwPcVW
z2%l+WVt%K;bYrFIsG0;pj@mX)>gDH#!1KLPDs1An;24ykVFuf3n6+xM;EFAgNalz)
z#n$G$16Xpc-oc~|+cysHOvvP^p$_CECE&T@?P-ZR(XY2z=RuZJJcI<0ukj~pf%lIz
zgeQg~i)U@hsJ$oDChvlF>Sc7<Q7ZI&$<huXf``~IW@p;)Gs^zJ1N!EQ%j@ye=xdXU
z3g?Lil)`FTMYz0mu!F6IWf9gw|1ZeB-><5gZKu9pLmInmJ-m+rR4K2sU;Je^;FbvI
z1%AI3eX4c-<`xkPDR6rCj$lwW_4h^9W0H#2w}}^SYVPg1JaMroB3l1~K3WL&bh<Ae
z)&5=4oP7PM&{YlFG@&EUgiAju0xiW)bMkvNYdmY?7kR7w_)%f!Yz>P=w{#>)U?dj+
zwY6~MRlRg_5m$EO)<cB1$XZ;+0)ePBiO}{6#YyRQCkg}(BnNSVpwv9mk27g|`N=wA
z0kTC*-g7*CmoE(9E}LdB{TeBZ{Yh}OoDL(Z8;xcVySvD9M;z%iK_Q8U`L`0$Hu8}I
z=*7*d_2Xx2ov0Q^#$#hAoI}dbh&$EMWOBcmlxLs%-0@Xf0>$X|Zgc&r0Eg-uvU}?F
zLrwhF$b@5x!tWMpZ;(cczq}n6R2?b2Q0*+K8Sz%IC4bTufKx<D+3R)WpN`e>tUMQ6
zq2}P^`Oq=a5=>RiJ%2~%{I#*S=9+C`RUW{f#IV;PfqUjH`D(_tqJGXJ6Zz-d_SJ=i
zPW&o%d7C6COei#{rW_9J6$&is{dnFanSD8sXeFkK3qyiZAL87w{Tl8PAqmfdb-VGs
zct(<rbv!&;PfK7lJ1IM8WXt83`@6^V^@7}#i4O)+d&nb&B~SR$n{g)Mo$%ZbDUTCx
zRa7jdiLFn(c=OiG>D%!l!72<~9eKn+L2?TkMxo0DRjer|Y%6)l{7|<s{oc24uOryd
zSe6W0kWXHjK_EqIK>(^i!kf&>hmRIt@-DJjns*$Jn8!V?PAz#PaPIqJfO$VjW=u;%
z(IU)ea9KY<8lJUaH@ml=cGmS=Q7oGn5tC$@(Jh$9oRxvkd$-bA+r@)lI})VTe&RiF
zJ<K3WAa!;-ty@?!IWHmtEI9Nv1<q!Dg^0b;BbI!~VusE)l8~D-bg~bFq-W1a7D(RH
zLq&D$xS4*Cq33t$>&7gJlx&2deg6P10C@Z-v%~#}-8c$gy=lr+C|_D%Ku=ndXx0MA
za$vB<g3#+b$LL4x<}@<BEOQw&1rg!6s65HQ(u8jqv>j8}9Q~Wu$)1T@+wyzU@$2=1
zYu`HhzRDlKvjWp6yQK-HP77E`kZ5N^8!*%_2ybn)*ZBX9ud@rAIu^&w*0_HF^OC$P
zi_qaO9z4`Y{mP1}&Ct()$w*OHw`pW}*38GJMaH?W>|b28U;S(F>fSW+#xn(@oM-lg
z+$dDdujmqu<fH0GSY!#TWyMjVtg^FMm(@9og(eIfbcy9)yZinCqdVNT{C$w!U#5!;
zJe?nkOPm6t)>_8iS2WFCVvXIED6eirR%vO1CCUqO%X7=1@c#5Ydvr?TuH63}R<rU~
z|G!AI?u)>-+A4or=WOKI1w5jmtS%81>uFhwZy_YCsb3)7JqkHZ<uOm}cCvo*h%lvX
zH`)bC?m0aWjYm98Eib!tgZ~7wD^~LXND(LPoX+20LO<i+DdRSY9GTRMRJs!RNWp=&
zew7jM2{Jp<Rv|HxeYUXlgnF0sd!X8n$;&V2KE)d2p#p|GtogQBjGj+&g2HwS2O&t6
z{|YfQ+?;#NY`6dM%ycxf?W6kT;A2>~qcLFFw2z)I%Y1@jDiF~25u89ktH~kiH;I~Z
zEDfBopW#bz<KN%e0)(b-W$n+c6?sG?hXayU64vqpNSK~V{%+-ehJ~9e7cfe1B&9?Y
z+~;{N;chwRyku5;T}VtbFmc5@pub-VF;Tx9(IIe?E_o0Uvn-!I1t)vWalO4|dxq<d
z9`>J8K4=o~HXf`C3B(Mxq$90JQ^2-fu!QJ-anEj?gm@qmqlep~Sq&bxfG@)iqW0|J
z9$iuY(<kC-nK>B$oh|y{Fg7_{R#H!7=!A%@Y5Px{t~6zqb8-fm2m9qQa?+4V+Rh{k
z_N}oqqow6YDQB6v{Ii@OZGwEiexQe!Na!;thZ~G{$I6y0U`&=1`1o23DNWd)#5gQE
zSgSKVkE9!;yNH#rtG!vwd(RSvc{>-*f5p8Y!IWX4(NJyvf!DfvCjW(jSCA4xakO5n
zN=;mdT$2&lQ*DhDB@uz-O(pqwpoCR~NPK_2Ohz)<3%kP5(~1+6K3J)j9}t+lH%2c!
z`W#V`cUL+7ooW-gLcLS!vA?a=y@^LsDM>EYpTubYp33&PcIK|W>D?OaqBq{}$D(6*
zxm*<@p~6;UgrH#ymP!e9lR3V4W-dA1=G_J4yTY90FN~MT8mg+}P}s=1b3$%NzDBcJ
z|65gWzqQ8S|Iv69`RIvbxPryS7U!fPjFg=ByQ>Dr-R>VL41Dm_@bBx@7xnoTPK|X*
z;_PFE-k-?bNE0j|felhB>fsV~r*&6Y=8bj0R!R62aWgM4RJ^t&zCPpS+r?UohmohB
zw>s?&jy)0qjzcZXZ7&DmzFPpy^95xT+=7w$a3))jY4;4Vj**HxKLa7e{tj20_<-QP
zNzDj>>0V9p-B7FaGik99#4A3F&_}?1c$XxIgX5jjE4SE^D8r0iqUi!VeidDAw;+63
z0<qDVoYsn%2L8C^Ub4%Rbu$L<`madp`2ytS1i%9WO&?o^yn4F_+fNo(SmXO53}|U>
z)T}aE-{>2|BFn61gVz)C$x`6Zl;iI5z~E82tS2#?>GaRR1V+=Z-(7xa-&xOeK?a<X
z+%^rMDifK5DWUCxISn)Vr8VMJ(`SzXTIfu#1uv0d)?@}Q6WwXpS>y-KlV!nobW5Zs
zkem_oe6)u(W+%x@Tf|f4u+YC>xgDNQe31eMnDY=b?T>7p$1&2Vl+QcGy&u@nmU`;+
zPkRaZ1@}&XD-dM}qc6)-kkKtg)TwSS?#bXuq0dkhltNDyKmb-~UQ<79L}1OK5rIqC
z)>h7_NoE}vb&{5KXvlVTpCREp_kBOr`txp=6z@o+%5AkLGK++5*wHzEvyjC(&l{$9
zF;u>!=px~4N{+d=x6*{+XAt6-Y@5yPcQXKMpoJ1(rLk{*e?tB;eQG*I%NuQ%*^SE~
za{F`xThZ<%hvkXeKTqhO`>ond-$!_-tGs8hep!g%)MU5FJ`VFgc!fbgI7U8Wg++vU
z$1!{U>q^21&@;S{xhJnS&~fz5Rqj5>W`x(z)ABljO9z*_AA{g&ak5B{+0yuaFm(HG
zvq1KYZU)~EZ?&7co!=oNRx97^DsimQ&98Tj(VV#*nB>h&v5Bl<s5y?OPYJhlU4W9|
zxwl~gsm4@}AT>!>V6{y?IaonCTy$`MFOM9rtu~qJFV8i|V7tYy<OW%PJC`xljpsp-
z99o$qkr|=j2o<CHQtayqqx$JP@g!zHXd<y;YHyotWC@7#m`7V?%&+R}pkgfK^xNVG
zSJKJQ*4O(aJt)1WBc&6TPDYFFoIS4C3HpkL>fG)KlO(yqyaQU0KDj0U6!7&z|7Yk0
zeHo=ES9uM9`5$Zth(YqWSHhfLQHX?rZl|6(0&o3hH|x+Zrk|uV3zS6SWw+CfJ9zmI
z@6+|X>6}j_xbS=7z~Y5tW*3h?Uev)O^HAF`vf8LJgqPBKx1e@vM)<7VGwtwmDNf-N
zujxl!)_cxB1=gCjns1@Y&QxfKw!Uw^F?l58fgZhKURk11^<j;PMnyqonPz3RhKULB
z*cB1}Yqpq3?K%;$$~-R&Uje}_VwsB4Cf=0Gq{(k8zWi9E9JKmzS4r35yN`NQg#*U+
zy80r8deJ3c=;F7pIH8jde35ndF>R-b!l+tW&++;*)X2>U9xc_=&8_HdF*5h4W;jN%
zT<h+UlD8ukBV@B@@%m1qTla*B&bGCcV>kAC9S>EnsSJ)ejp@x<keiD9t2J?w1iTam
zix4wM35?4pL9mdohP}b&d7)}KU)2~P_l70g#GYNhf3I;cy5N3Os^^JChn8jipu268
z|5h4R<Xf)UmI$hwdOCF;(=pn=F#Dv(FjdK5M2~a#S@WX}<fhAd<;$k3Mwc^EsX(i-
z=l91Y%6t@0FBYm)U^We$oO>a}uOFmGmRtrJ)yZw%AR&~;aT^U=y=zm6Y0gg?_3|)N
zOp}+_q?d;HF}iv3W=*ahMk%)XFdGkZq4J`7^mW4T+EXw5_$cN9WxjX#FML<*9)f2*
zBEorn96<Nl(Pzlp1-{c91Q(v^VUYhr2Li{^-MPqgnn$R%eveS%NK(CyplKH#sA#!o
z9b~kg7Y<ohX*O3xcEWcgueQw?u)03|=OVXs0w@nNsS8nqL6F^RkNw$y00VBE=9=)K
ze+SPf-q!KY*2ubST{*7K8N0EQ7yVat`MI|@8%HVU=gXuOoi0Z|d^6g+gjX7+&|U5A
z`@m^*D~8$idpF14Nqy}vK6c##RROE0b1T%oZt;a_dkLuS#^cYL){rshGfE4ps~(h$
zNK;8ik<~)BBq#A}I91govilJ(RJ#|p$(y-1c?5``T9jr@haJO)iNPOsYiU9p=|@!q
z;HmI}pP1F1%s&7i2ew<FxfSf<{aehqV)e(Prxq1N_x67r%l7^cU+)#w)Ec(!1_-?c
zq7-Q%gdiwglOR$JJ%BVtK)`?$A=D*Bq<2Ga5<^w0ih@#=-cgDIQbJZhKoF4LL0JF%
zzOlz1WB&*HI0p$CGt75B&wXE4$Gcy{_0licAGaI5xJ5BfTn#I|P84A~gxJ|73?x*y
zY6_tD2S{xfZ$yd=%<{^IwDawgsk*^-%<jJb=Dxi+#U*VOH*Q<+j8lL1#M};EmLK~1
z3CWRaR49k1Yvc~1%nR6yJsVI`WHY#KzB#>@c=B5^-+YOQB#jfQlQpooN6{cV2(<D&
zwcoP(@~i;=P56h3d-j_zOEibw$FeN77k+E6-REeyTXM0q`o`l&hLDA4mrL&(GT+-R
z23vn|%pw_<Kr|ETdR0d}`u2<Vl`nE)#)gU~?rYEZHt=TG*J858-E8#54Q%*oFAFlt
z+_sDYzL8|H|NTO)T=%ka4)Px24o-QN%#~iZbLO;ovu$g`Zmqn`O?J{k&TVtW5b029
zjPKAII7>QxCGGk|Mz*ea-=NS+bh_)|yN602L_U3DwmZH`2dp4o7fI`68cV}zW+|cn
z?+RjM{IzA4u`puX#%A|}E2}31>5Js6xfrc(6K9uYe#&n1ldbUgK4FKd24J0<q!amG
z`Per8zkGgWuX2w=hfH&(ZT`L^{F>V+E#}K8kM^kYx%T5uMxFQ@sk<dFxf+XJSXq`I
z#1E6xv?IaMu>NRAo$cyooyZ13>Dc)rd$fUE8_WArz(Sc?X=b1TE&WV?`(+eBf^WC0
ziy72zeLb4Nk}CJ+<(uNX*H69#kB_AvjV_DpTd2@!bxBL60+*T$zX5y;ib|PVMkBp>
z0iO|h>z#g~Eq+X}iDs?|4g1S<pdRBg@7SNbP3gr`C7nYe==!UnPE-@EVO)BD@07#O
z1?YKVI)Aj2YLqiTc64(4DK<}d0Q2Mktaw0dI7mSW-;QHduU|(vE-ecO%rf4j+h*uf
z3)wf7cK`AyF27E-a&14+7syUKUnv#$?prT>+<xg%eoEawGoQ9O<x7BdilkPInQ6E0
zjiw9Nu2m>YjgJrFn#@Ph6-zHYV-Odsu#&9i3CzC6MrQZa?_a-~JyLl6KFO~XQTga*
zM73b0?f@u5lUsNsJJ>Wgc)@<`*eUy;*HuooKg2l9zMG>OgztflQ{+q4WR*JU^FsI2
zW{eS4SWV{j+0N%30f|5FGfH8Oq78K39VJ>UT8(`uau^FXt1ep=C@&$j=d510#Kb+f
zvb$~mwJJxN{};b-Nb_Hfr}BPckv0|@l`GJSU5h<V3y+&WtVfMQ@h8oc67y&c3G7-o
zc<e*v)em1BEQs3AT2RuX86XH=fyp-nH+;j(pua%j{fg;I?;H0}b;ghE`SEjz1DPwV
zmM{L^med&ykzp$<zTZaAlCL6h1}kN=jNA~Cs?Jbo({p$hV~OXaJcoZx*VhLNzj&za
zwe|^OI!8^J?iH_qD4>X52yztTX3E5Tg%)@!+KtIa5AdKvYqvvxfv}OP-K_n&1NA#x
zE`14CC2KJY&x{Dg|C8?q#fXD|!M_=R*8^7?Du9rh%Dp!)syF3$1%ogvZR(0Ee8Sf?
zFb%9K3QXQ$U7UXMOXq>VdS7RgOp_`0cRVb&-glfCd}?)-{KDnFbb^2GcKp=vMdj!<
zSM1Aj8??*28oDo`vTPQ{n59<}ZvS{Eg{QDRzvA&%cFXC`j=Qw+eP)z@6>r|HY%7^t
zS?}EKKAUG3J$qzdZfx@Un|i3W&6(X{)|Y?77hh+UN*mfd8?Q7Uuaq%Q%CN*`02+1V
zVkTUF;Yw>lSPX8~f>QOd>@O?ts?S@dC)R_AgHo&c4-*VVUW3yYWW-_^WnR;1L^!0c
z=llzP;wc4wu`B%LO}AuW&qq09ct*I$zfh^v9$1;ho2|sg_wV11uRYoq(JnoqoUFz_
zT9a87wy3*kW!hM7AG~ZOW1I2`_&CZ)UkTzZk934_2NKm1SvPMoar34f)i_S?hicNf
zm>X=%Q6IIQbT%g>l+b)|^Wi6R-mGF^69A;KvtmlcVPGIZ4=h$d961j%^-?knWXxn_
z<X##)=GBsWMe<wB_gdoFWMEL9viH*zDdWhjxlXV1UTSxWfW+A%2I&%?-7dcXiIMK9
z(v)O1H8al&OUp`JGs^|p^)rlB`i&r~O2<}jG)miC5GgMjFpN}VuT&_OR+zWe`ta%I
zn7HTmVWy;i_Ozz2*C;7U2dIKfdiGcIrDjc6WEG4OZ8|nyc6PO)t3%-nSt|Gcd3fnv
zNz{u{#NRrlm+l$0eJ{4)VGr~_*z){BRA7u&rCp12TVm(o|AFF=p^P6;xtadqIL-Cs
zBr4Z=lT&D7lq^F_3*BC8Ctej?sh<%M^N=KU{qmA2Z&w;fk6j60R#B;Y!U>{cLUz#+
zwxa|U9yqPBiH19z1F+Y}XWs=O@-vgc>m3q&pb)PB5OrP2Ux~HgLYSEVrWSh+rB|Ku
z-Am?y5j<wT<>^&MK274FVa%pXP>1w8E-wB;cI>JQL8JjR4KX<KKwSNU*1YmmJE`t`
zw~f*_N)_k8v(SemFyRdY3ZJ_A1u<83(<KF9`nE~Yz8$I@1Y{R&d(&y99VakoTiY8j
z)cPGzQVK}W;}0?^opc>a%DIAQ3)DXJ{1n@>>8D)4O5seA$Gdcm6WmERl_Xlq=1!Ab
zQMvrcL$Elrqh5{3HoX*t4#CS(-xsSE+1NTpLe)D*2OTu9?@Em!7TF0-Yqi!S9C5yD
zmrU<J)l-DEheW^epKZ)9=O+rNcj6z~t5uygLjO3<3jQtK^cXxt)4Ia?MnSbxxeNY(
zrD_u)TI*g@N-_E&gR>i+gs?>dQmYx_sX$kou*VD!P!`#xiY2v!fvzNKpDb*96WmRb
z@IF8;Qms4q`GB@{Wb)_!T(To@{BX`CZi&o?a_Rcg>kOUZJA+{94^|RX!<d`<r~`8f
z3fNhmr>rxLNqxQ_Ag)aMJtf@TSRgv3s2Il1VcfwiniHK6y$QH1T8~m60Ktc$q1dJ4
zpBWO9qfX36p~?N|CT)&6JFVJ3jy9?~!?cnu)=V-3&-#i)aD*eFdal(QA=p-V+RhN#
zv!2oA=jjB8YXZV!r!8RIK=tJOh}X){4eQ%d?%X8Owp)6=QK|O|&BI`>O7PtyGHaU4
z*?>xQ@_g@{<~n(%CQ?`&l<GOi!_S|H&Q0D7P7ym+4l$XXY49cHfiMA5Zh14Ko%0}}
z{OzEhSbKsB@th|*cYX68SQ_U6506SiQ35f6ye`bN1wNq#fb2V$^!ya@%#79Ox<RdO
zS22Io0K_O%50g~TyF}Lv=*gUb<ZXglZ>T0^Vpu@}W}P4!J?0yv*4>_GD{%8lo>%x4
zb}ErV@K>j*BoPx63Y#*O*C?>X6i9S4ly<z@?YzVd!0np~_1pPt(6h552?`hoAV3zv
z&eAqD$KG=kD1k5#Jm3A33718(@M$x6XeH7wX>CTfhO#Jz_-NHedr;06{FAHvB_`uS
z&-BS60|zZ-K2j^-t%mdA(=%J+Q-O{M)}Jha`_Voe_KpKd1)Uu8n6<y;;*TZY<#Vs!
zj{Dbw?QyDteNJY{#T!rJM|TGVOvf+X)l@TSjC`}>AQx8u`r<yJWM$j~T<X4RY^66^
zQfnTTeJyqNiSc>PN!Y8g(2<*cyI%R1k{?|dl#`i=)pmF)$dN*pF1tXVG;P9Rq;D4Y
zA4sUd_Pk&B<Dks~<)Em1;?9dZrJqoInk;T&G;{5Q-8_lPPDGUXw3(5+6o@0g#hcer
zGjB$LF+qrWnO~J9%C(`fk*Isn)2{w+Y!P`84_Muv(Ei@O)CoC2MafB^n-H@{QMyw<
zH@)U&#`_C>S5VFUKOIK3lpG1oRMwRF-An`&ANm2;p~R%67?NAhDlE>Jyv<)fMI^Oj
z7+?{Ypj4xT2>Czydr%<~Rk~?v6D{S$%-7N#qInb4_ZCM@j#S0z1F!@%P%H6qrW0tY
zX&Qiq2e|YwtSLu7NN7UtfXP#-T@h27P~zYr{n#d7Vy*C&Rx@tC4<3m07N8x009wvW
zbMiA+6{%5Q-v^<K@fRqg^%Ets;Jr$=%Ql?vvguh4!J<<V2`)>Z2stVL=1jFMlP$-s
z-4%K;MU~9%sqDEyr;S?I$iM#V+VMphZ;R5->362NrARP0CTdAjVn{9#qKVWs9b9Y)
zFiH%3{^$q92J}6{L|>cTz<BWNTKNh+o^JW0Kn(-)lxNrkTOJfM2Yukdu21aUk@rQZ
zLZ^IUyt4nMz8OQPVekE@v_h!p7TqbKnr0cutVC$w8=Plgy+sRN*Gf^V7bxGnVvCCP
z(H}A@#I>;uW3&Zgi-y(sUITm9#Z-&exKcJYLeSYk-YUTnLbqyIja>@lJMJZ#-};C8
zwM5xEL-TspT<r<7nSmPX%58BONuBZ;-m4jwEYFv}eGckW`43cLm!W@-p5ozytw&46
zlTiJMn0_V3vZFNbaFeKacfLQ4X#{vT>y;1G9K`R$O1i5_t*~3)YG;H|Yj?Pw4rfJG
znVNsABOrPn3soV1%5y!pHiOV{U$cz-fv3-kO-x{}U}x!G@>CAaM9PXBHi~`HQr${C
zJjjqmtMHQvgtwahz=o8U@r)%?$t%>^dP@sR!v;{4+x7w!pOTBYB!EKt2{y5HTgiFO
zsqy6F|7Vh)n$^AJ?-7PdY-uT{YW`m@{{M~nhfE>zBh4EcNAH%5{sZm1G=N=CIaB5y
z31WnjlhV9Vxv<NojyU7SnP$y4_1)T@rZ$qSllSEH&)Bo~z=pfX5u`Rp1pqy1t`txr
zeP5&gS*Ph=>F@)j!m>x3%t7Hv*Z&w~yI+3yR~2(oa@l@BFVBnJ&ifu5fBU=0YMBGc
z<kk4PL`;rd^+}Xg4i(mK1K+xk%`OaSM^`HaCZutMdzx%3=ot6TxVWlpV%nx={s(Ka
z{@`iL$c5^P@^P{z{cmG`2%VXhMA_>C=M7jQ=hYOIcTHcPq{Mx&*Lsp}7`HkNu5E7j
z1AkcIxoq#WB7;khbf2{L<*J>hJg(bEEj+sHD}$p-BQEm<t-v|DQ_`LU#E;0T&#s<7
zAY5_pK6XHrb&|~;>0k6>qc}k2kiwIpe)Go1W1T8KnCd-^SqKP<bb>Ot=o7sWy`les
zn)~^NF)Js_65<B{>DF)OTYV1u%hb2hbqMMu^pj`$5}b_{{kJ}jrl@2ltD4MD2eUt1
z8sI|J{v*qVi<LCE&1S#=OPY7VXiJmR`C3CVoCpcb-}1J2YWh*?&s8H>pgy1owRpNb
z!U~hB{$@Si2jRm5Bc*4ytS9u%g64c;Fu>ZQ9zk_s+GX<f7ZyvXrkAg&M}Ak^%>C)9
z2>g@Z#LI(HZF@fGQ@RJzo1uh6^qzXNIGvPR{jP7`(l*eytH(HPf~^z(Zm#WZLX^EO
z4s%T&CfS^oyHoUqVfsA&q3_Xuu_uAd8qF~`u}S#{%#I<NFjk?dp{yv*)P_c6i2WfE
z1mlcirP_Gc)D0zn?hY9m;s3|-;uGTU(w7e&bE}+Ic(Q_c*>XOz+`>CHeux42*J#T!
z{}iNgbw_)3w)46u_D&Z2<rKfYwGkfaK9?<5HQr&aw;6od^6``yg*PsPPR2|_Pe|wz
zU;LMK_{Us(9YU~(=gJVM_AyAK$no?3!#?eMVC%~fK@<DK9^;Qw%6P*}BDBr)0Rs+3
zKh&vw2pF$}+@)9$rd;ndoF$wpmt=)<a_tMh;?QPRBHXK95vyz&#$7KtwMVg~msv}-
zGGdx!43@1P0|WPWFRPXxIr!c;^!<^21p!9lz-2$B^$g8nlHzbogH#X-m42j^{8`9l
z87Qco^emED`Oxc%NkiY_0ua0s!91{BvG}T&^N1)`Ok;AjPJFQdwP50>9f3aZ5Y;k5
zkx&f&$=Yq4q{Y|ja#+_o`;R!qg|#WKpMe>!e%1)X<qst%4DG;~e9(J0RdF_2wSnzO
ztZk4ACFuSa7eezX%`wBt<ImLxEFh*yK1DKh4(CWSZjlSp;6(vB=l!}bk^8A$bRvU}
z0w6)=dd3bx>PC<(ZJr~8gO$Q6^46OVxK|Z94=8C4tcMhwG90B164}ETcDvI<B6R<4
zbnqa9d$y4JiGq7|Z!t(9SMcv276gSODe(Mxr8Yxw9!o+8O0Y5ceaaXt-Jc%p9YW;@
z-0(!Y@-{#{g(DA>OSpR%yo9p@XxPNsg+Bxk)s#h(Ga?f~Q|9$nkwWuIL{N4l)<bk<
zYaxovQho?}&<d3^WpVK&shy%^J#dJwYwz`4_kDoLg2B>4BbAjiJy=)jrRp~Hn4~J8
zPkX<k>fSPzVJQnSP8+I}kp4lUHxt*=@BC`c?HUQOIOJ6QZ)~?Ujw;r?m}Xk<hmGXb
zRFiFXc0n!<Z6I}O_*3Ko=l5wp-)s%9i>~gLfS40ZYcDPIrJCa*aMlxuY*d1+J1O(4
zI+9H~2AIyuM;8Sl61BOBWZ?^;A+{*h_I+3se8x6{#?^@oAt6<}XMy!uwEC#==9&t)
zcm9Cl_bO}}e%en1yu-dE$-I6{lq+m_OV%%Bkf$!K5mmPi9<&nz=}wYz)2CVB5>%2%
zM1M^t8t(YSlZPre2wlrB5@0By4!Te!;0FmJHBL;^LL;*haZ)E{A(|t<LhuU;@Cj{@
z6hHhtCJc6dzvajeRk*P)G9O6Hz(So}9PQ=Ba^xG;di86!0{GNYy{4dRt-ca5u>9^2
zR*BihrpSaw#bEh_bgwyw+H)*HNeQqo!_`8oHIp>Kf$ejk8ShOb(mR(_=mwNt0ie;o
za2kSYTT30>dVjv_kM3s09Hx9@F<wt??8u;NdGASpdv~EJQxI06KALGUw1Gv-|7aFX
zimpEB^>&Z1X(<teb&y1ogboIEy0iSF>1ShX-56Suw+s|qLO)0#kv{NmCX6YLS+I4t
zsk2@9wy((D0lp9VjEm>|s_Xv#PX~L}yWpX?G?@3AFF)dR7|X@y%j4mkh=C~ja2Nm_
z;$q>zZi!1j0O|TcE}+<M8=6Q!!4UyOB2RC06VBP1)*i@@>ITjYGbvT`T)Fe#4PMty
z-~Bpt-AwGRk%x_yNgabv)~ANsm07Vj(%6hguEGQ<YI6R}t>2tU{X?J5@GO<NCut@5
zZ2H1XSmjN@72zK;kr{E{)iMKM(dFr1C1xSfDRVsMjRiAPILdbLt^4=OtQ7B;-?4Jv
zA0L*aJo>^<D}7xa47<?S^#>FG!bj|1b7AJGZ8x1nq&yKSfZnS=hT=VIoYFX}^2>Mj
zBf&aH)0NV<rESbhDlSONfJ(JA>9ZvhU_{6p)V5Fw;3<<tK(ve+B|Zjn`WCYP62mrg
zoWb(W0OF$L*K?%u-%r1Ch`8&O8PB|2$E??2`#*}=JggqXRLU4V_Plc2r{26uOaHP_
zxcyUw?ZU29{=LY`9eJg19;}8Ck8AUDPIt#nI-ginxSL*>FgwoIlEv&w6V{FmEw4%)
zKdx;*O<5EW(kt0S)0+zBGvw}{Tm5jqK5YAAUyc24v5$&D#fnwkh3juGOUuNqO6L(4
zOG8<WD%e;bSKqF!WYjzgn+av~93B&_Yg8~9n*S<elWlbQ3P<HVd?-Fvk~O1FcxhC|
z;zpSqZeKy|kZ$JhU3QjqI}<5gdUNnf@?B{dB8;mjRxpD8Cp790z4ou9)&(H(cPSNe
zefG#`>y?cjA}HBJ^mX`G-xC>GuV!Z9M|G4hqUC$*xa{WmHS5yQ$6qQ;htT7(t;^iM
z#E9OP{?d=H1WV03rPsCG!g>GYOMM|dLm0AJnl^v(+UC90trzmw(o)adtWcHu>z80{
zlNLWrma67lS1wN0zS8-6e%(yMeoTuHIeg>c4fi^Ls}KWgdF@`CeCfXatCBOz3w!d?
zGBQ4vpV+7;!6j?<(4+k?>;aMI_m(&AjFUO7zFVU8D(lDoy>h!0*w|!!`X%DeT-goO
z`{HvQj4BPSzP-D7SMYRsYSl0_{{%N3tZMb~+PZ1ng3_JZAK$+CPnqzie9<Ibh4Gf$
z#w(51NnXwZe+po3xqW)&Qob^D+U{PEiS)G-!`G6fNF8mG+N-<qvN~)sju$NqU(!iB
z*b^3{e-<YGO`JbSN%l_*einVdg!99vI6)io`y$%`86%sxyc64ZFa6AG0Z9I&Lrxva
zP|Iu;PAn1q_>}DA<K&1`e5%>MeJK9)^3L;^Fsad_#GeIK@BMzTO^-|0y)*KvvpPY3
z_+h2GK2|*W_~K_<To0pd#d}Y-7v;&us+_g!vX@><JM6Ds5%#%7QqWJQH(nSEZVi=R
z5YjV^?C(~!Rd%>*8#9uTI2tEu^5Us(3O=i3@Z}rcFO|!<%xS0^o}`N#@W0LMf_E`8
z4eYv`AeVb;j(zr|$;15O>PHTW`-;Av%hQ4}<DA%R$U|c~H}eZ#8QC&&*C1C3zOb1;
zPHK^e1X#d)YH3l=h6@(RmFBTu$fL9Jx=3^8+|XzCECA47RSeG@q5cn&>}JP%)ml1k
z`aGCY_icS9H+JoWZ>-{0Rb#d|p-SA{#?HWSv?Q;j*ibvR1Drf~%-y{i#m(?k@BYJ(
zo2~CmCRT5KJ#+eEr2Ar^B6xKB@erc+AalR5PWp$k_RO&C{fE<j#n;t)=)>up!mX8S
zNcEkL<ZT#ZnJay-Km8<nN_ZF!T2crt>aBlLKCy)}Z(uLn5Ai6eAR%z9h?rq*(^vU&
zzkUrFetV4beB-mqVR*OrT}ir?+#e|;!!HJ|m(4^<WV+U1(Y@-@yM@2MZ*#?-lsAdx
z9lPEy=EA%VxL&(@Nv_C@)!b~%$oS2e49G@%NSlpnK{%H7lq*khC_PU#P55#$W@=mN
zM<be!YkTZ-ITwY-!Z16I*I(tERLV=2jqd9E#!Z{sYm2;j_^m$kj9wCy&dT3ZH`lK^
zeBSBj=TR)pGyvA3V26gk`K!mP7Fw2`7PqFYRJMQz8g)E}+x6eP?$WF<p!=+8K3rCA
zUa<I1yMroGK74|iZu%Gs=eZ{?w}gA~>i1BGcjrsbcG(OUjw8J<8f@XZajE5Z##ZgG
z_&e;x|H>nDef`@wGj3zC%K6&t?rW>!OUYK3@}zx@6?IB2dDAG5ZU~vLw&wc<!u|Rr
ze(%{Z%lv*37F}Y7nz^=Tc{SMW7GeLwewB`?`UlGo_Q8Gsqe9L3X`WR|ST6!R9>MBc
zxY?atDxDvuiBH-0DBZ(m*O8;=9hTkn#kvV?-F|9_y>I)`vnIc<UrO}w1<wrd^rhd&
z68*sKtOhS?-}y3TEA+W^`fx}w8kmUb$r)y;H_vl?iH(}D{FTu<Q1d5N@={E*mTVCN
zh>l(Y6P?MVar6g*N!RSgyGs4>bkRaf1;M?$&$wJn^!HJ9CDD-)#z{HU1Q3x>Q_Dg#
zUUp<<NXZwTbj^7YufjX&`t4!v5Y_y0tqlt)WoD3T&f(NGm82nBc+op3r1bMojrbRJ
z@ZdJvG8>h0voimYw}6SVxDN5X*8Jw{`=+-E78CR1XKIR9jHGRon+uJe-g&CG63#6g
zSEZBnef8$byV4VNi|_W8gw}?!(dTuK%FNqH_n8Xpv?p@XN7sJ6_FJ=mU=vObb6OH{
zAYcF2Hg}&=I=Ol><iEeae}zu{p|RoDl*^I|Sw+&fV-VU9P<pR^DEN%;Y-{2x<<FC>
zD-2!BVlHDQhPY-6NJfzw{8#1aKbA(Hq9U*-X(Y!=Ue}`Ivf1_9UCwWqx|ZrfwVB@z
zYl&NCtud^YYTYTk$=hykSAPH5w~B5IAn(Nh5&tSfoAH;WvH(!ueEg+>IWUf}Nj1wv
z3?u~bRZ{}UCcXk~#mw=)eVkNDQuR1HticSTF+G7w9A26hqE2P1Zj(<VIAp0q9wPrv
zOkUnf+WmY=^=g`*{M<<{3~H3}X9|Z%U?@TI2^j$(+7U#9yEzfbl1X^EIMh?G_BOP|
zHKlT(xjLqPqQ?H4?Q8KbmmWvl9_5^QZDWOBU9L>iGjfk_Ev@`8If2U_vDTJ-O@x4a
z3?y1U1|qyAmQjx$BC76whqqT6=hPpv6De}X=$!0w*s9gK<n{M(>1pfiQKjO?S9wlv
z#79cQKxGt3w%a!UY6s39>aS-~7DPXa&JDc{L^{DykzvQDK7pAlOpb>QQ_gne1kxYg
zQlue0G;MIzq-0xt?SF^tZ>w~djX{ER?V)8$Vr@ay)R}thylS^=L|#Zh{V79jf8D8l
z5Q-n_eJ_#TS+Av?XO)>{mJqw8@#$MgU^g&fhww=8OVNLK)T*7?g*gN%B9-)`|H5>E
zCVxAVTJk&YS=FQwM{?#5uM5OzVn3SRS9MyINES1J#H%&5dT}j%15`tFLCjG|prKAt
zbQi5x_8y51cO#1eX_ZYc=BFvFic${*cn<dln)3lL$UrUy#HXb9c0m!*JJo#E^J;kV
zS%QM^VgKAFh$f4K*)OOq{s-dX4sqr|v@1&R9MNWki+K;C*Mfl%Q<O7E@99C}Ub@6n
zAtKeOwwpNcv#@!PwhfAM)d&LXm4k=QM+uR$yk7E(fNV2jW^x6g4~-V0ad=01IP=VS
zJK;GtbP`efH-!ookf{7!XfVQ#Wdj4sGZ<WlVDm&?@rHIALTc2%^VMypyKf+64+Hoc
z*U9r?y`Fv&ZJ?1dc_NQ$q)>ZdYmjOt_|!o$N_myBN&?WCCH9^zA9-S<^9IO1yiRq=
zNrB3ctK1%VE~<F*c`!*?F+}fYV{P+UM1<T`rryaJDL4lJJNe_PqSBlzy6Z0p(n;=U
z=A2`JwiJ>0_PaBJ7-M4>XufV!SaP%{KIm>U*3o!3w_m6uzYKU1;&@^w#6ZDnfxG+g
z@<IYk3xcYB^Lp>(yoq*i&ix2&{+p@R(8w+_oq~6isz7w>Vj``xF9z1g%bDuli#~|d
z@EGLbSr6VLlLY=S_V3>W2PQN)A`TJ+XGeF1L3$qcxZIXkzHEER4M2h&IYqyqwvI6F
zhf?JKO(apLcukzde8W8hf3l~VMQ*N9hdT*wbEuxVZqa`S1CUH!2%%{fML1nzyGqOZ
z@Q`kLoq5*!#fk{RQBN;|+x9Sp1(klj9wQVO0b7Fi#XEt?eJ#tO2`#-?y-$$O2Q{#D
z1y4B^^`drxjcq?V)&D@AC(*pB0*Ww35OI;J--K2@#SMa_5S_KXvduIvM0>pkYc0@1
zh>Wi7=R*-~`~@=+HWI?{kdcy(Vfozj5O1fnd!lWhRWcc7!f`D8L+Oyvw$G#b?TPz{
zMV}azdhUaOT!_3ccwJzQ29%F=LAi}}^L?9%FtP0A>Ke+DG9K<cwbf#fMDFP6K2TJP
zn<;=qtk1ZC^#|>}52(B*)1mwZ;Wp!!iXHb#9V~|TGIFfJ!SD8>=x(#IY8%E|JTsJ3
zGtYA}Zrqu9m?hnJA85q6eafjT$dXjeu1KTT8lDyoSY>;pZt(4XMdjuDwk=n}&aPBc
zN~;@7U<WRHS2~JjaIf1-gR&xj7Hl+V%N{?!Q~oPdGFc24_nPWlKWPwaVUcmGPM47u
z9BOZqYG6^?$EqeGGru@kxbq%yrW@Ft!Q{tShNG<AepfO6dbaBIJ=>8+%MVv$W>>W7
zP};ooxAP;K>ei80)k=U6;^y6UP#(71rlSv|8H%5PJ#h-5^q%z#Ms)BEpK|EA37!gZ
zjL<cchqoh;2K>#o^{(hSC{fG;?7|8qrIXL?#5qh<Lzd?7nspzrfdIsUbB@;Os!VKG
zLeS*vSqn80ho(UdttS70K6es@6Gi4oOr5=2wYa&Y5tdv1LUw~AW6DHp{lZ(VLD<9E
zf~lc--6gFi{w9g|x<7#fkq}v_mJ&KYuD%Fr2eNx82}kMLO5|@Oe}P04basWlKTC5S
z)I3#L7mEYi2{}Sr0H6emf^%YD4J<5l-sQk@+GeWo7Ko>jiD}_!o+~gO2rcOl1uU?2
zi#?|{bBYJ8JK(uq*(eZ<US0)DR|A(CclhJz5PE=~>(&AKy4DFOM1)R^;9i0@9dnJw
zUeOG?%_GAX!bH_S$UT605m41&TLmm#n1o1Cm`F^A6ybfE^Flmq=zMv~lS4~Yh*uX-
zBV4Re_H_&({$ZZ=rQrIx{S^q2`|RANbKp&3n0I5ngn~{?cN$n|aL(FC=d@=XPX{7^
z!hL4`5iivdmtm8>4U47M&d^FL21CsC#kF^t6@n;x8~;q~ZROk#z7%`eRPXBq4D&9E
z?S}atbND~(vPQW7K-d8(i@LMqqTa=@K&DR42+S=ca<W=to1Z+DD6+J;74wfNX>sTu
z9V^vOj2>l1gK6&1ey~a2m)<GrjH$}O70%|ae0;YUs#BJ2RyuCsaUspnuFU4?JS)s7
z)KI&h5mDM;XBn<1><%R_;~k?tG9w=(4kR@2kJ}U!m&?D4t2wcPBCf4Q@$;X|q{`yI
z0|}}KHfNT{ZR=~+Iv>Y3$1pY(50^xYiKg}ScSwj(18ZjZTqFj}!?4;A@30%%-*%vy
zqp@Wus_v&aoOGx3>aJ*}QN=YVeQ6xzMU0&wtFIO;@&{wQHS&oMps#7VFjio&xS)SQ
znp<XPyOh14#^j%8rU*F$HLccyO2ps*02T*aEB^}?R|Zmr{}))?B`6|%KV*1^BmBy7
zhFY851ONd>JQ*R>F<zNip!CwxJ?4P3M#E7g-~<h(^_}0{6>qHh50v78O;m3!{NB!-
ztoO}1nukXKwCQO88Y;gT$ST$da0+7O&%1kt*8_jqj{y^E-}jp`xm=UP01`-O0O?Q6
zO|r{=po9#UMo04{(!fI<KWX2o3l)j8Z=m6}^hyAeyREXJLIuH)s$Wx}UNc$Dp!P~p
zBZAVdc~Yey+o5<^w*+4#=PHFQhKw+Iap)9FL47xoGY%o9pkZg$1kfq|I1%Ksgb;-!
zr)n<|Zr!rxygF`H^}y&=uxk;K-o|Y8>f1jhB_+SQUsL}nt^1m{ZFpyT=gN%Uc!l8=
z_n~6BGVZ~#DEvbMa3|kP?ERajP7m-bM3+vTqPg`I!TCD1TYDp@Gu1Z_56;V|K-2si
zU?fL+T`h7JDv9E_AR%A11B9n;SXfT^<r~I%*kp9Y{elh6*b(ci;TK0ONp}TUH+fZi
zz3}Z(8uT1gQxR9}@}oxwz4?Q(A5U-Rw7ToFm50CXTC!b<yQ6pBWBBxgS4o42?uf(U
zt<l$K;J;mn;Abz_*exNZR?1`CNV!X9YpL6he1PM}VenJR@nNk5X$lmcg4gYwOr@zP
z`g*a@<CjLIoWS!S(Z*<D1K<I)p2}DU%c{D<W|&drl`VOz;xYs$vZ&w27D}h!5&{Jm
zOho@SumpKOV8<gww|So0B3SDkyBQ+9xb*x2TBqA3CVh;D&I`*XR_j>Hiyu7ZdUKdT
z$3j3d+rE(~E<2RD2g(33V!3WWZSKnNL>p926qvkv{ZDM2E>)JrJ}fQ=+>tsn4leVG
z8+}{&u4OAZ<ksTJkTLvqox_{j?o@?wHCEfI5`!JGB`7IlH(wTMn8D8|rF?Jj#3inC
zk9Ow)qr<0zvfBOqM({;g#YM}jcJX{SV+MA}HY~}mc1y{(Y|RKg&z``vbl4Gl+QwNs
z?Tq^gt0xiKju*t?u66_DCyRD8gXTbR2rK_jmba&yRyRLAi?<72zF@hQ0+7a$WBa_0
zc61R}!5~aAYC|UiX3a6UJ`2%#i$Rb&=)<qtIbf&*n>PhP27;-f)f$r_ECAM7h$t9=
zqfH_X6AN1+ghd8gs=RHXYV%A4|7H@rtK}><4%{we0|dDAi3GKNUM+z<n{MX;fGn8^
z<Mjk(B8CP<1_rT1al2j2fDL_STPg_5g5d?t(G~-!i*}J7f)uIA=wP_<OU=InLdpF?
zkpMS{ctRINSChW!DOSNc!iMy&!9;pI(cEJ~VH&*<V)mpB6X(eDZ3#cyCS>n)HHCK6
zQ)1Jv>CBFGwo%T_6T&gHlsFQ*P2fi@e}JX#RhCpoD10hAu->%vEJkE02(}5AQ=NhS
zhS3M?Wdv!{DLy3d!#UV>&J2Xu?UrLRys0h|y#8(^niqGIFWmQ7uc(${;+ToVvv%a!
z)@~p;SOs}9@!r6Rn0|7Qe6k5aj_T^X!`w+s;3E!)0;B3y4$T4(<NM<TMZ%e{M5BUy
z2dcVbJ$LX_GhO|!ICwLJHD&26A(B^DHY6$HNz(A5V5f0eHwzPILjeo@**j;ty5U}|
zm**?`s~8p`lN~i(q~`vVO$bmNa8OoeuFZ2jPyLk}733VP*3z;m7SXyy=<G<2(XYX@
z9KuZxH9u?;3CyQq)9TNGIdf>YP71B1NH3UZ&ji9B<znh5=zXESHBFfz(Oa!@tO=P7
zm8~q1Z7lQLQv^7NR?9mBOk@}&3P#VuKk^HW%HZmIO7w|nX`M$LP7PEGK<gLc^rH#A
za%lAr{zxsPr<Y;NI<J(Jfa+%91NGlpNB9r|k)&YiuU^xY)K5xts-~#&I$C#NMi^sG
z4pK*`_%R7Q=Kde2dI{vbEPuLF8_TV{brel=#?w(uE4p1-xkj)tS3PQZT&o7Y(>7D@
zdob(0KF8#&&vY8;0d-Vv@Iys$v)pP_=2bEn49SJiwX{=M=0u~RW0_6OfCDVBeJ1Lg
zPPtP^n&T9NGwBb4=oAAYCATgsi+-2z90nHy4XRA#r!>!iX74qOuv)L{SP);5u<Phw
z>2!gPMpc2<`Ccv#79L^c;F>9rH(HsT>DKoE@cKrK6wQt`|3M@|u$r||%q-A!H~}5y
ziqxnEB*Q5z3~Dh?^qv~@g$QQ4J2RkKK5GgEBr=Ch0aqAHV&AOVM~2<VdaY=cTqb9z
z8$i!JWo`2ihbSJBsIzBP4?MPpM%*Eeo0~iWDr!lZKUwU@5NAJpHGI%5{X=u=>0#eg
zU3LpK!GLjX3MRzhxw-i}RQ-*$c55#OeJCP|gFT_wWXqIA+qd>cZ2hYFys%-~JYQO^
zESo+sJJVv6F_0G5jHO3tEhPF&UHRemHQ-%dFa@7?awo%ZC2CNze2f>u_KA0Y^riW8
zHai>h);TRSWzO2T=L7B>37c|Cz{K33P<*9<Ffed)aA(s_D`sRjST$hd1-8ynMJ_=z
z;}$QUSWj!6%KY2DX)qq7N5SnISP)C9%}ucMXMMg$dZb7u2{uI{*DhKLMqcofd*+Py
z(`$}$B-M2bKzXm4il7}9jhgPh96U4hi+q%7vGeY-b<f{&tEeY-jov9<yYdz{>Scs%
z<*&Vbe#uu-2Dl%WWPtbe;ZP<QZL2<J6mDAP&!B-&mT;+E*7Z3r<rI6nabuB6XW@KA
zsPixUO@?^pkep|V?!$Cx3i2VnjNSc%Nj~NLk%&~&PSuV~cd!7u!s%POf-etsF_9#e
zgGXGTb!TcMC-9MZk?>ITG3su=&n$U+G8}XAdAThjz{7b$^nAW*of_#>Xx)k+Qw17T
z9i;pxF+rhkuD|zlP<%vfc>RH%(VleYm&)VnmtppmX_h?%nJmNSdUw8#r&Pi|b@s%S
z!FN?C-DFLPwg*WE1?-2LfV_w18Fq+aG8JRpL0B35k1x_#=jNg`w8SJQ@q>%eU1w>i
z<e*_%Eo38G>Vxi!zER78j54?<iI}Zq6O~qb^(9{4#r#gjg^YC{EkXKwuhvYXHA<4*
zjtTs|Lo65)r>Ot07e2zq6F1i#G^I-M{kHoys+FkAW#7h~xAz$`ZfY(T^8AxiN7Gv}
zzCyaz$6^qUdqem&*61R=COu+o#i?&-dSAqe;|EHkS1FSr^_O+#k)V=6WL<s1q(tjq
zLUaDe(}kZ0?<PJE*bThip}iePSglxjSv)t}FGN;FyfU>l+OIS!dE<VfXV~WUrG25j
z{_95Q^q|Ms9nbO27OIw((Z2nc@(0iyuijfHkL12LJR<2D@~W2#dYp(d?<FUGJ3!zQ
z4zd-TPwpCe+-7#hkep2&{c^!Q!pk-qZ|Itdz5XkhD7*v&uS->QtJ?yJ#+{y(g~Kq%
z7w6hmBz?uMyb78r4o+m04Zqstk|&A3*|oHK!hF|o{hNK|sIY<5O4)Z)vD?QI-J*uu
z{Q9o<7gHXN24@;R){<PmQOQ*muW5E|KkJKhW$|lGM&J*5_$=q8o%>CE{f|FfKRli1
zll<AqGI?)4O7W!a3;c6hF!Jh64jZHtG>_Xx2Ju@Ki#Ej&_@F69Y(;OhmjdqpGj{1d
zuDP&IQm<B1^4a&991|nOPbC4$%;=GF%J)@+bf_76e;;J$?HeLee6MEanWKx#Rw%Q-
zf+iKBw~+_+x>CaHADl_)^8wTn$?tFeQ^)Qy>%lDbJj>tLk~>6;8d0fu&>g1jf4`|8
zgY@?^-AELaXeQ_RVub(=`5^n;!UTb@ud2(**Yjjnq;;{Nk|@9w#w<@aZyN(&DLxwX
zlt(Es?Z5)_(mm2-DF=%FJeVjsSs&v?UmXT?{`*>IdqjX}O%LJabiGa)E};F+sV#IX
z`Bu|=(n#!V&<)Pxd+Q;r^b#l@YV`4xQwqa2`!>&j1NTj!I;-F>v_833m+&~n>X(e`
zjJMSi+g{nfaN+x+&kbK@uiCsxmVS1p)0QAV(PFIoA4uvb`)G7go?-9omd>};N|le@
zkFU-A^F;E>KtMb$pjbxw^~9rlG6dFg?WePuTDt`@?rgHLykRUs#q;r)ppM}i&sF{F
zD>h2stg^2V*v*XPNZOR_olh=glU%QyXW4Ahg!<8py2>x{hN~ivdrp_X-~IMZvhK%)
zso`(^h4G%97m%gw?CJNCVh%2lEC<Au5#Np3{z?*_eY^1Nu1(U48iPl`{Bx$~O7UEF
zpWa$VM44j;F5LUHbQxo}SJ;#8!!F~2VD%_`Rv^6_pJcc4#((6->XoV=*U^^u$_XZ%
z8u~?s<L=jzkt7cv^ObQzTAVGLMapFrGxN25dG*u0#g5rsNMNgvQxiR1?Ja(0ehN5J
zQAtV8m)Eo+%1hDL(Hl0@>uKT~SfKnaBjZI>PC;B;ft9Qzg7nYc_zpyJARTG0%_C>S
zOK%>70D*>2no{ZVZxFD*#w~Gn(_>{a&eI=RffTyvXih1=B=-4l?UqDRce@mAu|pzc
z=ntV?Q&6DLj|Fk4l7BjjZ_gaft7z8;XCfFNz(bfGrn*fudU2Lv{{`hvU6uE*-(S*1
zUwvOSp9`LOjH=T7rweq(W~>x7@g$<s5R!duX$Mz2boU|M&}W?iLoLU}hA?c#pG~3Q
zk7m-6h8jbcGK65i4!yVzk{Pm&O_z+Gl$G@#yBlR?5qWmuH=;L7BG0)$6Dq_s4s#e7
z#m{T#Jz0|DI^haxi73%#=j$R8w@34K-c;H-4zS+C)ixsNXA(tiI;0Vh4;9f23}Q1Y
zuo*Yl`X>4S#dKBWnAc34?s5~_yv}U)t4}}YVn$H#M=O>4rJ}4Ri9+$+YXcD$v@RfV
zzqqXSIh|fVW1&VRAsT)}znz>^*cTJXL(|>DqZz0o3;c6T2r`+SDrS2!kCHw~!JO)S
zVGk2(Pe|x%T~gw(>nQxgkK7^fF|?{l2s7z|S`spY1Qj?U)HI{LwGWi*-pTTUotH6D
z@;ty`QuDA8eVS@UebU|22%b8DT=fh^B=^kgbo{}fMv6E6XMB_y{FP8l{$ydH0XU2!
z59A33a!jJ_`DJPg0z>biv>^GK4&b-fAL-E{T8ML;8K2Xu$W>mio!xTT^7L}XVJUuC
zb~>+#$eZFU?S&q;NN-{wFV5s>F5OMlE_qp17(bTC5a+U_IHkX@e0I3u?8`$Q%%jMK
zCW&_2@<d^@1!R=zNBvvQX;Cv&c7_h*lD~@3l#Qd#2Ge9qY5!n10WC83gbe7Wg1AdE
zoa*|j85Fpf4~s#2P?gl5_3bm^o%}R(;hP|(aB+#Vr_7XXypLu}mDgBO{&GBDZ=iJa
znv`OOMu{5yxAwYd9Iefd5Q%W&&v1a{ojM98v@U>IL;=#YU^75)CQuWIHe7!p+-~W7
z1<MtAxG?^90OW`pP*(O2o1k6w<)Pm(0B_LcrB;(RX;>a#8aIob5EY=SO2INXT+bH4
zJZrofrS)f3sye$3EVnWxPQ3}k+p0-ZJ&kv$!b>5vQ>Z|m;3nu)6Ry=rjHK)~?suDV
z!TKYdSwZ;`Ncdt>=scklVgL+0bGsQH{0FjaJtVc!HFiML%$<`o3npqPql8YX7W@EH
zs0|CuJm6_Ju1WJw4@&Oa`|Ko0(iUhx9jZ!Rrk{i01O-ouc!HV0obi=Yn?P10q;mL}
zrp&bEsbAB&@HAek{3xA?E^%+2m(a;0k*12HTy^yjsG+G@bP`i0cu_5_%M(s@Ma;^0
zjsQ_|dqYwEdCZ{8X-8tqOXU#!?rM;>Nc@lW!WAs*rXtfBFhM!dY<6{{dFi4HwWz8c
zk^If!wSi1Ko)`pyM<eW8AcgQi{acKxFat!+QLiNeN<5{`L^yz>z2-*^azVY|;aws)
zVCq1ToGW7H9d1Xl|L%EW6JpRh*}oB_%{7szj7g00_0*Zu^8z`}IVQJ+Q+D(>Z_1r@
zPf;_Q($~=%GhLfX-ss#-528?@g6^?4!y$6fL_&$VUZ*`Bt=Nv0n%DtlI{GQVbw`!S
zK2?nxqr-h}O)ZC0v&mnxR36(5xei(uJDHT+w)hgoc&lsGSjiF#d3Yr#!q8S4S85_|
zCoXhX;y24Hr~UJn42I?xUSpfJp{AyzPhL+>K3J0YYcrJ5Z~ji0r_A3}LFN5jv8#LE
z%qxw}VNo~cI%j>6=T0pszTe)(u*Z+H*Pk8^YIDVE&arCIx42bHDt_0`J$V2tHHn$$
z9q+U=_*KHIjN(Tm0O`YlnkjFxR%OfHji;YNJJ`Hfk%#c<$Pj^OADz^2^BJ9&3ryR}
zunoq@cA`&-4UkfQ07P0HrvODDN6H&4dFo)W<1iO&Gn3g9qo~ZZ5VHJj_!wlIQ1DlD
z=`cSgO|u3x4;x7G?%Z&hB(gL!z+F@mx^1>Qjt&dHAtzJU878RW%w7jkPU_WID)w|}
zAwKz!6hQAy9I2h6b#lfGjZ~`+bKfm(;a~v@+e@4y_>la~@Hu%UNYp6=m)}{23~i{#
zo!DbDF@u{P#z`ro5<5(ogk~X-9GFZNa#_SWjC)~xU;}83+CbuZjfzNljQH8hr9*+9
z7zjr<=YpRW*7R+`B)PwtUFQ#Ly;Srpswu(+xg>=Gd$KkQItuQ$&43&ics0SctibbC
zXfHymkuL)-zj9n~@m)y5y2yLa8Bde;6xN=%8VqjDgY+)k%^jH?xqpX-mErP*2CL1~
ztr&VH{9H$3Q%%DICK%S6nvOg_=tl{02$%EBMoqTPK>R~8dHo;c;d~+)W<%rPoXdFq
z)HeVpSkiyZDFd%cNLh0AW2r#|q6e7N;EU<10AmO96R+n6aoLvQX=*F&j=;vd=OQTb
zsuX8l-3jQb9?Px2TFO#BAd%!P#We*wVLl;SkD*u0s$`y;;fG%O0-%FJ3!$`-<YCzk
zp3H<pF}FMiUe0ddqw>nrAGW-NgO`xbQ}(@MpjI!JG0;Z1%04)KDn$@wS_$evGY~#6
zY%5_b64cuh>J6rxpG49CbD1+G5W?6{_ZI1oltN|h`**zuuq6(sB40%dPqD=_Ug~Cv
zf9Zz1gt)`)+L@MDXaAp}EBb$jt~c%g$-FnW{{!`r{{toI`k!@aWQROHv+rta&KA3V
zQ>#IJw`qOo?*I}TzP9uMz|cj&74t?e#lBb0Rj&q^y$9e7mRjTbO$cEmZ!;=9`|sCU
zy}$l8S|o^5=p3Em%|}f0tS$3Q-o7<J=(Z|MH71pc_z%?i{67%hi7Vjq&U<$Nt%8|6
z%*GiyCPGE#XK=YRc}H(|=Gb7-xMlV2v-TwzgG98dXjKf6xGeesl~7Af4~;DwJE#Q;
z-Jyfq`zbB#yi#uTbSQYYS4dz}11~eUA0rs8L{L5b;(Ks6DHjGsxDaxaT>b+E{j{Mg
z?4;EY^=g`;`2c|}nRPGXs;-v=sz&8!^da&9X40pCO+V|zZgI|?-)2muGT=?CTeXuI
z+=Qlp{g-uaKl=0w#2Gv1&A-Xt((R3^O<Z{NP38UVZ{s<xOBFW~tggJd`={qww#nzp
zQse#;vXpe@_;rIrM7q=;omWrOYw6Z{jc}tL`|({DIAnh%?D9J+eKG!&?~{_#P7K?5
z4vEPIVYF|o?FqLGkN1{kw-5PfKEIt+Rv8U}-ZdR(s3J<rtir!=YLI?Zs?Zl-<a%TE
z8c#MYH}HMTiMdct)<mT7(F^Ds8rY_C7YVXj@+$4U{hgOE9adIpMfqBF;g};gqF5pB
z<de-K?4=ipHtl8vhQIfk##Cl;6AYii-kbajsW9;57v6Oj(;nq5%fH7e3)s2XI3vw1
z)vM4O^~Oa<GvcjX7+vPuOJ77}@>ZT!nZ(%|tOVY^oQ)~o%dX{~SjZLiU+l?<>(sVX
zSs3|zd-dPYKGDZL(uTG~Iaxy`=ge_~({5X6A9jiBRzRNIdmXdN@>t9#m9^m7T#dQa
zC<iPSzL5aA<E7G>VGi^uV&Phbkp>1PT1;mK$Q8ItcV-V~`JIJMND^gIfST!q`6Ek#
z9mv2Iwvn*hKP<$-(+$Z;&w<wYcE^zto9$KPS`h5)BW-Mo(me%5*Tpa$DKS?Ik-2M-
z{zv*8gEm@uBy@)|)l1onon3ckdE=^jw>>&7$d^|Ml?&$fV=|!O|3?q_*0p{M+$|Kz
zEHaP;Wikb0UBWTB%r!#T<;FP@!1}t1o|;wi_2?J`1e{VT9krPZ9y8uJ;Af3jtc&3+
z$tCsD8u?(k`Q=U3dwaQ!07PUVp14F1XeTBfLUgA$;!wbfnYEq}^v6Y?^7~d}QiQ?2
zvPxtyUpH+!y%Xfk>+AmaV=#}zdOK>b)#<5AZzpiE23doJtT|>?Ix>&b2+BZ@Mu?(1
zu-{D96e)M=P~mZMq^s}S(5y|$Puk*q=ZSA0TI|jh&8c?^=E&r00;Nak!+qCk?e*6?
zAt_3s1_M-ExT1vTlP|kL=#~yDUBd#=Q$MO6I44kW>B`MEE>3M>3^Rzl3?#ss`6Cy)
z?52I;NeA)NOOCZ*OLzW=aq-Ea=y7DYw)`5#rFU7(bf%@8xn-E()R{zr7R;OUO^%)p
zK!UV|msA<TI*$<jNzUDbn|vG2^Mv2>=)FjPhOt=m>5@KgC~NNi9=PMHV$;yj`@d>9
zR)!FkEODH}AEz26Gy)Ku=>H_~9r88R^^=V^@OUo8&S+((PEWM}w1Pi;HexP!V3>}2
zpjKwk8VbCdgCh%c<pDKX^kX!r;KE#LP;_4ZAC^R-H;k?;vlT%!+4U!ep1kv8{GOP>
z#e$|ysR(SkliRbz56Oo$JTsnysbBdo3vPPOQNE!8L^%^ytBvuMm_O95J&{kXJ32#2
zFcZz+*pa4s%9&&hsK0}h-Sc~P(-nQ21?!Uj<(^l@(;X;>aMsk!ZHA4d`sX%EYy`Fp
zC@D8Fxw?@V9z+o+NQ}1dz##~ligV=9Z}tqFqZ0M=5{6z85-?y^n9egkbX%JNJskr>
zTl3V(7IY=3QOSiX0JP{50KmbS)nCE4*9H4RX1DLB9_pmJ4`M0Ds`}oFOxt0T0tk+7
znqx@UtTK#9rdnsvo%U4#p=4!-r;&gpp3=ud+XhGV?ymR&;OpvBq6vH{02G*uSXxP5
zK8u5F3JeD*SEqTQR6qg=+5$rCz*9bWaMt6=%uON3;ln6rd+t#Q20vg~JeS1nRI^Fq
z-#{E>1cB|R)}=5c1r#Oh@Uo^FS}Y-9Fj^214N9&8JB36lz`OGY!=J8qP&Y&4-3r<{
zD97C+bS?h@5$Hc^i>K+AwNyD4Nrw`mZISEXG$H&bBJ+XQ_ZqZlwYM-coNm)|fVkx4
zz3%JJs8bDsqWPc{<N*ZBiUiExKF$YxeRxgc6v5M4B%Wo{Pc^mk2n9}nZGZ~|C=*b0
zf0REBW{o55gEljKotVCZ4pRMO1wTM+C&E8&)zfyp6mQfgmV2;Vu5y$e&d6C6im|-L
zS~%Ur5BkZ)_|nBf68kG;1Fv^zKup-@;m>q&F?|Y=P1ThDtz^n$VAuh$BTO9QdCW@@
zv52g6A1%B@;_Bb$uibn4DmBNYv2Uuf{tsR6{g-s(hyMbiLYje=<HmuAn3lP^9hoy1
zhFaQGGaNZmoaG`XT9A8G8m_vX-C0_=${nskEi*GDoM~D(O3_5U&-?Q|Kb`Y9=RbHq
zP<X#y*Xz2T*PDLZ(SPP$SbIxWH7};r8ly+yY4Q}wAmMbke?hJ=KALL!aHnTgPlwXb
z)?c3#{C9@;z2mj#Plq`?v~R*bd>ESTj-|N_CZvU1dOsObtWd0vHyjv`zYYYds{aY<
zNUmKrOZhYZ_vG8!0lnKR&vFv>@R4;uI5gCMI$J`gz@Xm1IE~n=79(#1Li<<%z!qr1
zPS2bWnIa$bSD)t6L*22ehg!}PkL&YmNXYP${Z4KgaQu>(0(v@dA9Tux$SkZgY-w(F
z+>}BC3v7?7o$8T&mPyUZncmHmdo)o?@A!MF=IZ<QK?9hgbG8}JFogyP^rl<~hqb32
z6dE1fHJ<HzlvLM}cpyf$u&{4D2ZM1GC&)_0mw|F6=GJ5rO?ItmBKuP;IOaTEr@!P{
zBn=Z@9B=0bhGYbjO0G>_B=KkCLY^KrTB&Pbp@KjRIX$7)Fh+QmaYU5z(qLdwDeJ`Z
zV@ny3{7;Mbf<M;uwm)msIFmQ`Y2>N8$4%AKAueVnTDmiMr@z`(?S{h9LnhEmu6rZm
zit`KgAUk7L4tdWnD}Pb)x(_SI1$V`YM$?@iDAkm@=3tq)k1%lBeuPoVKL<lE>pXKG
z$h}{fTdCnbnq98B@36C-*S-rdb>)mMV7gUV%u1ase^7cug#B^H;oH)&8<io|3f=^l
z6Z(w&8w}NXl+WU)A+?HY&r$-~JS|>5C<?QwRot8_&CI&v5h|{~X;5;m_NIcP^Y8O2
z54~?NZ~K_k>`mC)J@6F!`;i#j+3EDJVWpv0x4osA2Lf<v?M@RXA#)VN_0FFdD0@O-
z!PJ;>)dD4)SsPLFeJS)WT1xIy#p~BxYHX$+8ugbtXkz9tC07iMJKw#Up0q=qGEbzv
zET54a>BKecJNKS0=5+ts;8||XU3$qy<gWX#1zNnq?{LJzk%(dSh<yj|e>!2H9T1yj
zM=pDzVEwnt-D|-yRLw`Dsy(@Omeg~88y<n*g54{xglI=7-g)fI$Zop+H_7#mQx$37
zl5+6ta{^7E+jt+`c{KkXB!BnJfnP4V5c>*@ozvNrJWvgKTvD>68e(ZR4rV4(b?+U_
z-A6=qC)p>Vr|~8lGTV5lg<96htDFw2ny)qFYtDE5l#)H*8a^|0!;Ku8{e5`9l)brG
z*HNp;<GUI|uxrHdPk%qFcW0ELu6}rU{%}(Bpil<atb93Yi@g;w7kTx^!dpe3TK~h9
zlzWnGq!7c@7wpA6H^RLD)+l6U^pmyA72yV%cbeHNO4>W&yO?;@Eo#q&)M=jV>g)rh
z)9EeFgO-6UB`x<V;LeJpVkDOUo?+t5MJH>=DwoeB>(S2H1>f2B;J7dzZVb(goGR`#
z1lh5=Q2f&BWgq#q@AM<<$hy~hrdNEH0=9N<RH%k8cxyb+FR}j^T60da;$6krNc8CA
zM|S9g>T0G9X{0@qyUNb0&pZ^AgAd+CFdPbUC(qy9=UkcOEy&3~ICog~xyzYd@8wVD
zTY0Bfj?{kUx)$I3blBFJbN0wti1m;*5%wrrABpW*D=^~D_>Id$(}q5ThT3357=8hD
z@(_I50@j>2!Qt&h^Fu*kGzbJ%m-b2Q1p5l1b&(@*+_wR2uH&^0HRt&`?jO1?%VElg
zB3;CCM_}2$vo!tG=Ca%GD{29TOnzp?;X*hJ4z0Ne!b0$-t>>#Ms{f6973(`DST4!e
zPsy$5T+)X?oFVxQl9Kt5io>dEnSF0}o{nYaoWForF0V7EjD1zPj;LhoXoPt$-keKB
z->0YC)0}KGIXUoyC<ofTmMtqPEz=T|N~^Df_PxEajyFHHWQ5k3%diVPu=(t07wgim
zER82gy$x6J=nMLc7F+u=ScNnEaLlx-MnW~@cE7sM72+$)OY0?BGwA$=S{>A_ZyLDw
zgjZb!$dT;Id-bMQm)G9G(__sM@n5NQ=5`KN(g)TcpkRB$gp?BSnUUx6?aeJkE^6!{
zjR!v8zaX8d=+onH);UZ0vCY&8HNEKd*TIVq2i1RlI(?Nemx_~IvOVkUX=h+LJZf5A
zL8cmhxS4ezpyWsOhp&J94%%lNVb&(czZ{uJx!ItbUvWgt9P||^B6w@R{Z`c4TH!Qf
zh?>fHd?Mvwcc;k_gdG@vCf7+p&2A0R?K)PFM7d1RQo6X+E8LUpGWrD#@sx`HJJIGj
zXM*t#eT$@IxbQGDuX^#={eNq&R3%#;v}&A_RBduuKdP8(4lMw!Q%`yiLB(>y(ZF0S
z@|lYZ{=Xmo6Q;Gn`SXZj$-PS8=~u8fADP!Qd@;YNsv+gy^q2n2=?&u^r$vdo7fl}r
zC~COu!#SM}zS3L1o|1aA+#<Q?u7p78%X9>6P9K${zmXH<Q2U1!(p@?vP8i>2^?8m*
z38iQLQ@(V<rQ*qwpR9?Ms*mKyGRZ;`^PX}9l&bepS5$U2I7+dtSJMR8-^c~Hol6!5
zkOP4fRDWMJ*EUe-O_~&Nfw%QKk;>#T3UsBq=}y(d3^8P&kY1qJ@IHy&U`^4stVc?5
zkF~myN0NOCdsa}}%c8Y&C<|xe)e(bw28n{viIzN;5Nh^Cnma<Gwx}gr$r;sAd97(v
zO2fcdE!)!m`-c?hl6QT2&&#d}pcFCAJLGH|aEY}@@;5NMmF?Imza3;H0f+8ShZ~qq
zl=cZkVOC`vD?f<9Cl|Nbvuv)@&6Dkvk!$RI!{Hmsn}tS|%%%Cx1{5(_%f8H5HcsU8
zPc;L5g)Eq5uiB{m96j9}x!1ay2_?v(3wEfeJRH`2TTy;HnHW{S^B5$<$wn`v*4OFr
z_jaEqC^TCt%z)N0#0ii)d>kSn9t&N`{1B1Gv>q%c;Y64%a%lG(iCW}YC@a0x3p_<-
zklJ38&?`cE((9JuuH?bjz?wm6_0VdSs-M(}L9W!*<M~*tP}eamU+D+H;Zop>a@-yG
zLz^<2Q2BI4#2uZFfkXd+)`Nsuo5i((5(p!GHK6&?93eVlg`|!viaXk<l;`M6g%W!9
zevjKrp<{jc=ppcC&q7cN<|4QID0mY})j{na9>r5HiUlqo6RmB753k{b2g2Is-!KRc
z{35ru+OD9%%mbd<5?h^8ar4ke5}$XTlBF<yK`0`AJ6*BQzg`k!TaVEU<Txx>>EvW>
z1ns98FxZ-%CNpyjtrM+c8B<Dbk3c#I49*<6<*vXSkhC61GpyH^2qC9Sif8->(#5QG
zPp<BM_+gS%6xVyq39L9dPH-ofvqQWy0n&(%*BlLnS|Kgt_ziQRucsCoCkeY#N@t-&
zggcpN^8vY=f~?B~8x5(U2qaH$wDs+7LrXbC91QB^t>&*d6KZ8q0xwS4p1^U}jOT;J
zonSykVT2y75Nd;q3nfY5G=t`X!ilj~?EM36?^6|91Zh6~1$_3Gmg%IJJUNlM0t{I)
zsuZsit!d2cM^8v0gQOOJ9+0#Ydt!;Q%x|bxhB*Nx00s8W!lRGvz-W9^%rvY&;KUWj
zm+n1>G~%noYgrYyT@<~C5TbT=(%8&~gZg=+<&@7GgZ6oO>o$yCv&Dbite;pt*~c6%
zbzfCqbbhrA7CsV&2b;P|=RZ7FZ2R^vl}{V|r*59?25iOYrKUWqp6+w8=}s3%m&P97
zVw6>7UuRc1K6l@^X`ki%X<Z+_cr8B{bxkHE1xrIqR2-_g>YDY}<)Np?x$alP6vAzc
zuDb%P{|e1ub%0q91Of7WYOInk*wb?HxcMjz+=$~`PUC_Bl~<V2Y?Z^u9K}NsVaP@=
zhXJ8v+h`O$Qj(Og(h<>HZ5|g4X62Qvc^Z2x+zKVak%2)Wh3sQwK~9%f0?Kg$6q$8d
zdZS(vOx+lsE#8!73CSxTP!l0cMHO~6i+nK_gvyr^gDloXaTaLGA9^2{LO#%9v_WAc
zYf^YjBK1EIDQQQ16A%J%#4gr+B!?Z@QHC1a@~HfSgEbn6Ml@Pad8cw_W<U&ZJioaU
z$LE9!dOtIEQ<8p${E?f6!Sdv~dL6rM8&>2vSGGf96mEC(>rLyl^rs;~V6$FKq~UNh
z#OA2@9KkLdTDW2Q22?!b1AvPgdwu7~98Na2b8w1oG9c7S^oW}?Z|U8Fu2%MvyccyM
z8d8QxlE&E~ff)lsb~x+Dn}z*`(=b~glAGimjl-!0`Nh36T!s!X2x6DbZA{9nx~8Lc
zcv8TH2qQA{W)uskeV(3NQXop+Js4Pyv%`LnR)|hylzA5dj(AOUGnu;S<sGUO9u4m(
zpOjUkC<S$@$jd2gnym4Nn*N!+fE2>Kx>?IUYT6B^_q?79l?3bP$h70vb#0&h2f9_m
zfMo@L&_RV@oj4MTBcQ>)g+N|3CP+`x&=S!I-Q;<NiN4<pjTYs*enF4JC`Lfc;KnMS
zDz)_=C{JehBV)>2staQxnAlC1A1K^TaaV?-s0Aq7aqGeUVrpTdy-djjr<YVP)b0DH
zfzoly$4i_lh!^R+6e<uRU&1$S-*y<FqO-*xiH~=+&e2KH`ihi>-UCXmw+zbS;uU^L
zzDe)?qjfL;#GOz3-ha0%y=1U4J6B!OSt8(u=$fOq9R*<<f;W1m^3n0+U$z=bd!6sY
z7E0~TOR0Zfoz*Np?_v?UKc&odYC&#zQ+)3{@AC#(V(-_vTlH(ugr(obLz8d!eCio_
zPsb$o@-lw<&Ym$AhZuk+e}))!wd>lVqNqy0HjAGnd`r+BXx|?6Pm&@-Op<2L81`dA
zpyE~@$3SV|JT50{@&C_L>c>E0HrKPfaoBm^&OT(XRZqsu81P$si(oY@*)}6_%*$(v
zFhPt9ikiXBWm(kI@oFom0|5oweI9oV7|4R*fc`|2aG)$$niod4ZYr{h1THj$67f9F
zU}`y+B&iw5^+T5&%9xr6V$SrT_k4K7Gk3ft6VhkqIEnjdEUsNEUR?tXy?4k;EEkUv
zzCBl3F4oCdP%HO;c$=|#&#KSa0{oei@A3j(=vG&)4Tsse+?5(hwNNR$9TSo3_9HsO
z&0T%zbg1eJi)KW*^WV7GG3o7|_xrA?TWZIe;a>enczW}*&4a2k(Sr{T-k%JU17AB;
zk@5t32(naFp~*o;)I?<bEhT#TTkMSwfFUXHgmO<V=*TrOg)27D_Vrhfb`N%*yuLlu
zQ4<)PI(AY>{j8>Q)8Q(A`8e#mG|IlPZg*WT<oa65&agj|jUg#8d)Gv+g#M@nNMb*p
z)jFPRFkJdH+E8m9=v=j#|55`>hd9hRyp+_UM6dUAf%CbP!LUDXahy1_zh_<tD6lOM
z?-bFs;U@nF3XEd#r(qnUgrXzsUU#Fm|GlwFeDP9n!3C}K;Ko3rm)u#+9I$GQ#%$b^
zk>e8KmFFW%e*N`yFOT<6#ZVpA;EEHvdOWdtAKG5Q6@;Jh5*O<)&_l%|Z_%2I)^6Hf
zy<9bltE6oPOgiM27wnUSpQ4%BzmKvUDKBiUJE<)5u#r~n|NMU77j?YayK39fH$VsG
z!4*3xrPkDSP2Cf@*f46|IIL*sD{p)pCTXspX{?wx_{z7vZ)x!6eN@bQ)b3;3x91KY
zsIYUM{l=wNm|W0yi+Gx{KcT=#@^K#P-;onbH9plN)ekft;&V@5M`)lB#Q#7Upv<!A
zdtpimU;f!N`qipZ;!w`j0sx@QB!8)P;i<_xOQyT?y4u9e!GV5+9F#IzQlNmnLBG^L
zo-S!a3Y1Vugr?C9bP9Td<0Oto&U7nu_Dl_F`_7B!$+T-?qCxdp+#=Q`T755g$0Da&
z(hsz|tm9wWEh3PRYw0&;W~_kx^a}OTLsLMkAzWNkkvIz9HZz`z`Ap5*8}FU(ooy12
zggV;sRG<f1!I)L^F13KPSYld^e_{m0hY7%Jy;Tfeh2%v@3kZcE_tmFPp3!Nxt#~x>
zeYzA1IKYYF*36kW1865UbN_EHd^t?-M?GV%XUkHEdn_b?A?fQd2d=}!RVCUug%aI9
z|I#5#l@hzSM}_Mw*av3953EUyBRA>0&w_~)w{rj2J_*aHy_FjhGNsi~9~eu)`ifJ2
zdMjnURM2*Kj4eVbu-ptq`oh$xoAlsF#ra83Y7TH~#uC#0mro$9kc%RlB!V%*-vALT
zFM-?0=fV()LeYw|V@GidYmUU9c!QkuqN!{@kw^wrW;sP~LauQ_Qj=;x+3fkC#{C!p
z1s=}=MW-tss*0O!80Pd-ysY-GywRb_Dm3Y|`mTxt^*e~Jh6Pz!$W#wa-xzO%vATz3
zc)u^)ex9raTGol<CNxe4NHYmJ9o14w{tD%n#9&>FxR26>h!jKa(GU>u9uky>`XJ>M
z+Go*`i~$iWJWb3=d<g5Y#lXuAX0<h+!6#a|lNEm%Y$ThOaFjvI1|aJdqox@N{no^2
z(dqieFET4Z=9@{KetHQ3%c5r)v#3d_NXM`k*@o155NF88d>Cd~m+mm^-B6B~g?O7j
zm|pm;M;j*3xrSrBIJP<_Q{tuFVbnU7l(u2SVvABYIu&JC*USb1m&;=YY1w*^wFz%+
zJN;Hd=|qCXVhDkv_8EQbqyJ=#oG}qe-PuAPAax+&rOjOLmJ-Bm0v`}kO`h#<YzzVy
zmcU!nGpB}nqo9)py?qpaHlM|$ugGMD0N2~CtbezBp(v}t*Ycq$(tSbZK<lG1CtDO`
zywJdJpZsY|QAx!H`8d?;F?bydMo?W}!uX`Vk)9gTUyc%pFth}lMdx}0mFAQs(yc-)
zM)VmehY}=<Q!%?EVwKYvt_k4iy1Ez+TM<%HEi%9jQ;M7(0!6K+2w}6;#$szBK((zo
zZjQ}ohFb47qSIXoO3X_u<ZQ5H1V76HM=U8=4vI~=no4FS1T=Z3i6M2ogAup&xVpwL
z5k8ihqxcw7`HmxrjbxT~7BP7N!%#tw0KTDP`g*GGC5De?n|Lu-$ee6g4=Xf9YhyBk
zYt9*1pX`u`(8cN6))WlTi}>_ax0qHWN3x_lK@8$W>;pHfh=ipVAY+=i7Oj^ai8Zi<
z^y?vhf~RWOWn$B}P`JS1_a7@scqWV)E4lxrS;`=b))b(e$+TN<@10-=3D3;n^U<<$
z9brG%q9L>7&QOe_9yFWmHRYbp=`{pV>D7fGd`q7<Zd}d3Zu?b;`Y+e7Zn5`Ybe#gF
zeth4Yr*%X<vO;b15<dC1-2*#e=IyRied61eIwzmMJ@!NF(8IjzfdqVVD&*d0)B#Od
z^{Ov@iNXP@;)Tvd*B_W}8NI!?ekiu`{$Jm|THJn@N~*4McyjT*<b%c03#iZ>*cJ6_
zj;$};PrnOQH=&;yJ<Pakeg1;s{mVhnM9{tJ@|5H6yp~*(3Cc1+dLOKQR^GVK=wa2>
zYJ2nZrX}5#CG;n;>FTC&7Ik6Y;IKW4UA}>a%QK^2?hHq9MygtjjI?kUE9!4rB-)fg
zaDQ<y^<Yl(_-{GItzY+R9$$|&Zac*Iriq8u1YfBN1r;2=0VDJ)9D#*OI=g&2=~Zc$
zHl${NB}5J#vm%BqJ~(sdOl1*CLjTdeQ#1)>uY~e@aoC&I{RK+F#}z_ys+V$S+2_ul
zE0>y+j6XjCeh)q5QYgCQ<Z{g_Img6qR?YK=xkfgbc(v|d^{3NnDs5>BLIrcG7akD`
z|EUY--BFKXrGM<5OE~Txu4|k|!NBqmP9ZKJvEqSgBud<|w-@~rgF7nR2A);ETKRb~
z_|N&#cSM%zbtjkL#0m@2XsUi)EM7rliL;*9lb+QZj=^(79d~JHMZ;gR*=5dUr&2}G
zi(Y>ZOys;Z=xpAHha$alr&}oPKmRO7ry!Ffq#3~ZegZ@A>64V}%!#JbvIx|ErPMnI
zs@{7okbU52DO3>)$$?A~I0QD{Kq&+8M{kWVeRvhW2Ab#Rmu2;?iH<G={t8?uW(0@H
z{nS(M-@~H%o_k>jB=tyjFk`x)(~L|-CT2CurMc%(5aQXyd1FU~H7I))3)`sgDxEGl
z;#cxucslrmXxLLdfs>}g?ex!qipm}S`q|jR!CvF5O$W#nj`uCc1^;Z^L?2YcjzbgC
zlA%fKiu4MyapK8dAqKjUltl0(Mt{dihCd%0{802?@!CR=ncMV@p;)3_p%h<AL>q4)
z>A>r;dKBpD8gRrdP2Ccaa;P@YIr&Vslxm<e6>cA2AqkQdnZJAY<=I=#@3pIn&*Xhn
zK5U-yK>CHHtEGLS#@Uv{!m|XvhsU=k4u|e@!uEGm*O)cbU~av56j@Vw0wr|p#vOTV
z&6UII0jRsN*M{}Ct3`htO$%4zsWZrz`$GjWA3tI}mW;5d-^O=3Ea<21#l)TX8*?QN
zej>v@_KA!-P_t83dG81`F@IO%Mx&+s4W$~pQ`W|3v`KBdUO*VM%2PCz6C%yAePpEV
zBWEam66qc0DfAOG&Y|dudN0R(3IC`Gw-i!UZZ4i%QPYj;Lo__`x;yG#stJ+@)uA2@
zJ~jS{`<<hTiF@3OI{-B|eXsvhT&$pfT{3c-Ky*X99w>LH9BVYTn34l|z$Tz+@MJKJ
zJ2u$-`7h#7FE<-ZkD}ZBHsS$C(_mun%$7k@Okv_ZGnziv&y${OLmcPgF1NDh-1J%t
zDagHXwG_;9?yDC`lcsko*nTc%ZuW;on4m|3f1O5c?Q<VRL;jBfC$;(4*d=ZBt#60h
zFI;2C@SR+Iq=Y>@48QsI>FtEzytIgD3*&+2ssBKSnOAQOhX(oTl9ItJs;HrD#e4pP
z+L6PJuShmIT^r@lSB1*><Sz;i)u88-_OKR2{Ilb6fp6G;$=ngeKYrr>e!Hr1<pga>
zRrC2$Sj|Oy=X)_!yS%{RBmX>mS{7|)B^Vtlzd|}()x79xJ5mPLKXV3(&-J-ctHd<>
z>UX&c-6is(&}6&(wG(!sLU+J8dy<4j<`va;8uW8Q`sa~D8~ZgnPDj11tq4oT!(CHe
z)Q^@O{P_3`@C`-8mf?{ny@y-5yIlt9ba9%ILCeY5D+dA|ep3E^{@5eC`h5h|QGoiU
z4n3r7<+K8Qu7mpiYWU9Ru&`PA$$%nI>AmQCAFFrm7fGFB8SW`n)tYFr^|>=qw|{@-
z?%%XDg7+gm3m`BYT3&YN8Tu!mUh<(3GgjPRUx!g?=@`9HYm1K>cvcxk!77JoHiOa9
z#n8sGSiDT}TPs^>SrKp|8Rdv^xD8@&>LWe(*+jDT)`!d?D$)A1q)>1eD2PBy-|eEd
zy3?hgKeGhCRHUheC~DrH)xEFtzrTxbntstUK%{6UW}SUSWQWPD=rqio)^Ch^KF*5(
zemBG=Wc-&c1X3}2iUkTicO*n>c%*@(MC;666BgbQ(X?tLW5E8?!*pFWd_Xkm0tl+l
z1G!MYlj`kL!!0`6;><3Pcn(hZr+bl&7Q*L}4eq_B3^F1GogTZtlIT5-<JV!x$&SAg
zKDW{)$bi*HuUi^f+PKBZ%NjBcja{}VWpM~%xzJbyR044a!z9csK$GgYUM4A#;C2`?
zF|NuWE0D8yB$%Hj<+WeH^(kU?tsh9}2xfLc-fPh<ngK$T_xOTmkiy=3QE!@L&+`_O
zHjHgGQiY5{t%el$z7GzeQDqsf^LEpOxK1>@xsA64ZtmSt7N1H8rS*AY0WfkQ<A}gw
zxR#gZeT&p0yo(9<4&Wm+xlt=`GWNbC;*R3xHDem)twK{INhXOy6Hd)E>ERh-t~GBN
zO7QSo#mWi*-x}IBc&>*To2V~0ZI1iXz=Pn-^=Zt=)^cPwV%T4gs3|AI;<#-aB&~FX
zxXpF8kLl^rdw8L?;GA&qy2uzsv3pG5Mugz3Xt~gFkR9-D(FDK%*wqx#(Vj%JAbFy#
zcUb(v5S)4D8zoOQ>5ZYzy0*-(RNmGm%c1^_UKpkqZ$#^v!C>NevX<h#yHz0Z`H8Dd
zjsoNT^HChIsED{1dO;1Oyn@t;W1=X3Yy&g8&@_G?(SXMYHWdK1fx0GMK`J7!wi#{<
zBzmbe?On0D<7;=0CH`afTq0=u{DnG#C9xv&rBdsf1N-u)7?%g1pIsC_nYZ13&*J=P
zY?gN3;YtgHWs&Z=M>mci#P4%H(R3{O^9P&G_x|>7VI<YRuQh;Vs}83)CuT!VS1<m6
zKrX`xO8RFNdBZJq?yeu~lTlwmX1!~`;{8We&YF0CVcF^!^rM>^b~y7_m$L1G&nY_|
z4yzn81!Ad9g*t&KF;Z8HE^a|8S2IqqXV7;56BeOnmgz8<Dwt5adld8)cJ+;pce0~6
z)AlJ@QE4Tz&@?xaC$c|vJ{W|<qxLX9T#`N=ZzO5b>>@L;LlR;{Wljm@0lb2oK(f2i
zPn{MTcPbN>v70C(Pyi-H>y*%^j$g~KHgss69`Af(7SxZ-@lP_qLbM5c>pxQzc$;mt
zg+PzaRPUG?F4PKTyP6cPeO?Hs>w^e^`Y{Ik?W9`qdy7-!+fl$!n-jy@KV=7mp6+vm
zZq3CafMT14uT;5uxt%!=T-;-j2tFBJH!f!&GzPd&J0ghDIL(f*b$Sp<>JLyPrtG^{
zPt?>7;{-YMo9-A6^ml4o*EfDpG2Kig6zKTNVnWQ~GU3@r@h7#GlXQal8$+AM^c3a6
zDV}0|ToRwc`vFCE)TsrOd`XhYd=s;ePq`JBB&SYei@T>^5>gKQDbf2yT1Usos30jc
z+EV(x)ruh|&W>WTGCmjT4nxg<rjN(X#2HJ;%NXNVL`h{fP@&EBM6w+6k37vNPr<lw
zJw=(b-Ov3krP7?M|3AqQU>`MM36LNaXfeO7OEe-81e$0@9Q8H3<3BAVn~_4T7x|39
zbjMj00-BnTH^_FaZweP|@DshJ#e)_VCmAIf>KoP<e^}O0O6kvfYhj=`*Dp@+@tzFV
zqz=*)(l5irJxsjAAgd<$p8$yD4HVw?%os^3XD9seSnE~_g-Qi%KtLwDemYHHv;RPY
zKVeNZ{5qD8Jp$kM7}Sg~ma4}_nruabm>&9op94=R?S&4sG$i#!>oftDU7XjB*%QD5
zGQpl8#Uvji0_$4KhK#Q8JWOabJ#DyVSm|o3p5AodorMl;_@n<oKlh6&p-uY?N;*MW
z$olrr#ar9|fu>7$IME4!N6^Rxz>t*94#wvujMfeRshQle@-yS;{khn5_0vyd!NA#H
zZ<tDd$bcEe=yjp5-+v&=`Ldu$fNxSW>y%Z`qeRr}`c4+KLJT=4Ewa8X7z3ikQb(Z`
zP|(f0&fo~CO(;xFWSFzkXeO-0V+I2XU2ROcj>rA~pTyNJU81WOmK<-pf)VwH4#nBg
zFAc1i&N!6yQ@ZG!G_c96NxI@=UlY8%FC+fy=*_-Z^}lXAmpyn=l>f0|@slX)0*q8w
zL61A^<eUe%7G-@N1s_(19dS)pRmW?b?X*9WqiR(E!sDQ%UZD3roJh*4{;e|W^w=`C
zHC6L)9FtXk;;~cip=c7Qy@O+Cks9{ErKn{<Ghbh%=GnpS2kQ6pt-AY{tTAw1L`l<V
z!O~f)!x6lzZlixcNNaeu0eb#LJK4pt6SGKae|+M$*j)|Rj`G*A2OsD?zuxZboymB9
ze&P6w;iVzBYsU}zD=6uvKws6jT<h4qeO~g)RhK1Pd@AbqhNh$XY1g}B73zVmH0M#m
z|0yDNyk_-;!0Mk-8wtjclS;h<HbjF$QC8qENt2n+MSgnv+#s~jY8N(r+db}??W)Kh
zl>4B-Q5@tXKz2o_1*oCzTHRXG#yJPV&6_5+&4)DWahftK=xZ>wkH1+YJ*48o+O%B`
z(o-h^us=b(#M44q!KUL}vOFrt%Ov`gKX-GTmzJx^wj0P!F&^9$q{~up;reP5C*{~5
zqos;$16HJWKsMb_S<a<xk1ryy&ZMrOVNd9GCw<$?T$%z<)U7l3I`;qzSqQ=m<hb^Z
z^TVy;pz~Pj=QAMCy+h|dmYXZukH)%N`t6)92aiCc6JZy!^hC5VzjvGY3WDjWG%Jf7
zDG1P9x+4m+y*_$;zZAVD^HGKAyYqML9<UL)b>Lq=YEsmX;8cA?RhCS>&|w1`4ww$R
z>Oa@#rQgo|2}D$0v3FW|@qPQk{#S_##4i>aI?Urd$JeK;9UR1#JOj+m*jGqk?UUt$
z-n!#kQ^io_5bVubt->3bzEzG7p1QpFbSgVb{foHiblsIB<*B-JQX?g0-*eA2l&JP0
zr+<O;&BcEQ7T8Mb9*xR=e#Q(=XK|>V1}a#hYb58Yk<5zrQN50c11jeOc5lY|T_K^j
z^ZQoLyOjG{CTu(s+NtaeQ`w}W53QBKMeDbpl4+s<(l>UTe92s^SyGgo@p|6IILOe~
z3(G1crNeYUzQRvUqOEMh7U>y7-3yGIdYOIQ`s3d0?h&-4riwIxbfK{=no&Gbo1<AY
z$|uxrG7Mwd>HS`DDzZ@i*hEr5sdJbln3<PrLW8UYc7ifC+xF&7{Cv=Z<+Fiea3hf*
z(K7wcskW3{2|aGFNdz%sGFi=dD*2d~^@50+L2KxxISSDPI<C|y4`5w@zwVqYz{>4m
znHO*B$xQ9N3F@nw$G4Pvhx^X)B19HE!?iV+tlQ4=0wGpBj=OA27M^W!_!LXr_qRW9
zw>vy?-}F$YLOH&zGfh(BGqQy$t%XGzBqxmdLal!qC!9|GY2vuq{8Jkv?!ya4q$&!S
zV71mcg5x6OGqa^3MPUsius{pxjHkPgGf?!TI>1J^vWfbcXcldZfU)McN-s5frzmHv
z1udxQgGlQ<|CRv*9Jw<)DB>2WHBWz7Oev=e>-q~izS*2)pfCOt)+*`bj}dpDyOER#
zc;5D>*5RgD1v+t4X+U9|2(eHgHCeZ^<+FOAFFc}f1v-$92*GXPLPEU5q%dIc<+S3d
zY-}bX*_@`YUqCBvgi@jvDah_5YVW+wQEZ-+acsua>eTGSM-KO>wSZYT4Xo5$?|`B-
z-#6H)@oq#yyiQPBVP4!?T25#D_%bO?VoJ<ob``B4xCGzOHs2YVWUu7<^sbU77-_@R
z#;Ykx!E-3tBzi`Yo(>nI>T!%5Y%G;E8w1UW=wjP|`)bTer@R@fGrggjn^c7|T2uKv
zkT}pR+O~d)^v4*mC#(m58Rso&Qsfxpd8k=xR-*uvfJVoH$%=B>PE+A%F$*&<@1IbD
zvItsMsm(BN0_{Uz(H0qTJTPK4(4P~(sjwg-8ZVE^7!m{@Xg1EaNQ}(sHg-L>zkMb|
zPl47H_!XvYe08nJ_fNLhhze3`j4!?8u*Tt%UHQ`}U(>Iz)2y4a&R|2`4=gv$CfbRJ
z50~}9%yAPX0`X)m2+qrDY9jfUjy4YSr{3%g1&b=!iH>ilh(@R7A)(-Ky>SU~(szff
zaodFz@9Z<lSf*_6?~pT^6VlkLuaac)wya9{Jj0AVrj_CcL>Q`&3JLK?M@|=H@M22)
z>ar5>#-S-k2_fvzaIM|F5p6;jgFC^)j7uj$;f$oNmj6JJAz5#&Z{rL>13Lt=6=%v7
zy2~m-B;#fSN<NzT|Ah8ElAd{ja!Wf!D6d^Ohyvnuz%Tfxk$hD&{;WPcJx4Cb`TqUK
zFCM*ewHezu_2j!H3T%J=?(;o+XRz~_)2V=cXVG|t=l5EyYY$<bJ#E~pd^B<p<Z_O7
zCRMd~bSX*Q?Y$HJaImENvA&Sh-)kw}F;02blJwCAAJv-ysm>#c_i#nycdnQ<ze-H#
zsa*8i+^d3|Hoje7`~Ev)pyp}#k0tTCWU=8|v^@%+RiRtb1cTe2q34%>`N4T-U8Z|-
z#N*#E6N0n8r#(ZsIb`l7I<Wy#fhaFKoC;m7J?--J)6&=4+KAeo-NWXI6Ar9L_nq-D
z5~yJN)!n<C%dVph3g|;RC){HczL>W5e4UnYoo~7L{QSd*c_VMJE-vWOW5q9QN6c<$
z_Mv4wFz#nSrvgZfX+IFks;gjGr@mpfMRv+4gHO}8%f>|ViWX9}BN8lV(t497uMvJ3
zF_v)Xa*$U1SW>bCwt$rek>8}}bP)Yo327_b4?r;EQkUWaIYdT^KSe=%S?qQ1?<Miu
zt-6uc^OvhFu2<YI4G0^Z7<@FU@GP|guZ@e(D_(Yd@Nf9B(hKL7i=JoSntb=F=0bdq
zplss>3|f+GRd`tBP3$mxl5J+x6f6*l;$zm>Gi$PvzIHOu;US+wms13w4KpW<dDuNl
zc8r#G|H?jf?(vhowwhL<*Oy&B-&k$X$T_cBX-2Yfu!K1}Js454H{YhY;q4TY&OVPb
zuLg+ivd#o5dOb%DFX|bSeGIT}6!vx|A?f`E#_lUPCb*}~djBCmr@;>+pKipju(aQO
z#r*y_-`H$`nUEw?>OB5>fOGFI-Mk?0`{#D>Dt@vsW9i6X3R5_tHMh?q?3r7y?}zz6
zN@1d?!d#%@a$LX%%h7Z#ly+{?+Uga$vW1(M)8_WvT}S_^ELXSjeD$z5R~)?F_!StA
z7^*5`zdJL}eCr*1AXSB}mIL4XI}_q1>UO%u?YcvMsxa27r*@5h0{{|N0GU%pYg5xd
z!<5awkDtr`1HIJi0%loG=(=if{-bjBJ{g}!>dyI3ODhg5SapgV1LlC7*8%PsS1&m)
zm%X%PI^8$Fa`r`+f>QH)5wlzOpoNEvZo0;5XgEI4{|D$&R(bl-h0%8oc}@C#c5RA=
z)AHP<uabC~97B_36+>NP_Yi-M{hRl>zt2wq*X<K7+$+Now%ymRQ!%cVW?X}dq5V-E
zVd?SoiZhFZ+lK>2MhG&}@l_s|aPBup?DL725Qsu$xSfKEGN+RX*mLT`6OhHz3T<Rk
zwjZEf($iWL%F^dD{u$epx+N!cG8_a*ZHfOYCjw2W_~Os1TIEJyTTE7~Oxqu0KK>92
z4L-mK6%g1&4gnI`XqSg<sG_LIiG+v<&xnxc2A2I2<L)eMaeudUyiSu8xB1!@*|kv`
z59?$})wiUlyBATrM4O<3(o_6IG{PV+?z!iirB)$mT9kkuBBkvVc2arYAG*7oQA6)0
zmv9MblszW|G;sn#*YhzE^s0M*&uxiKCcv%Jmz&C=H9Tj4b3Aq9H(Od)Q;b;%N1HJ3
zWIv=QnOAbK<b!GAoV@FVP2XxV-#|turl6E4A#l&Kc+<0tak_QMYCmhU)j}mjSrT6-
z!%x%_C5CW&(QM*|9?i5VEnXCq8`1$vn_LO=)=O$9ShVvK$9GwdQ{?m+G65NCiHx$n
za=EHi>2Y=BJ!V=>#la2GzSs+*BjvkRH)^r?O#mB(V%jYRUiJ+YzNP`E=88QPBVvV*
zR}UN>|5aO`9AWG`))6ulWT@ul6S=;@c8YGvYmv7Rb*%k`$U5D)SNL>9lD+uvqI-Ug
z+3D)!g9WazCCi0siSi1|IYjh_4Z!Eel`#9~RX~x+>EqAs7vHuw9Atcd@K>&L_Mx$C
zW4FxnwpT8ie~-_6^ft<N{o!T2_Ce)Sn-@x-ES@=2l$LqoLe`Ax$Pi<2^WO?Wfo^P3
z)zZYG<j_}pO@8_*e)!<affox2%0biezdGzkk5`@kd;PigW5Us|Rm3Oz6zvYXo|F6s
zer_C+(|ZzOWj*63J=h`Jj8#}uyiXd`bFEO_S23y%kaX{i%!sGrr0+poFRs|0v1eXl
zh5fU%r}*)tG(UT>{6^}LZ&#i3yPsBA%D+w@%!Rxf0pYsg&kQz7n<pddGEe=C1CEl+
zt2#(83waq<u2bz#11dGEPx6@VU$=9r103)FyI6G1eD}!W(zSOvny(6hT{qGhQVFdl
zgk>rfS#&&V?nxYGlY);bFJQ1z2oc}|?~QDkmY*Em{)z9Y&C5t1mVmRbon4Fuq~r0t
z@5JH<kJ@$@T3Ufy)FuG$3xNP9qjQcX1UG2rZ|JI|N(4uVAS+O4Yzh{O;wz=llgUX5
ztS)`_tcqL<8YR{*rvm~|JykMUXXD3ZOojm8*&R`DDd<W@daQft6SG7WZ=DH@@Cvk_
z!OG&{refz<y|ZH>xh4kr=uLykEqPxXYz{f6&LAloJB8Xz#z8lGe?`a5f8I3YDF|%q
zJI|P|p(*K`A~XD*qqZ;$Q%XzL6!E7vHaGS$f0{Esn94)j^sN~w-51}E1)`trKAk8C
zlxRBHjZezUY5~MISkH5VJfUB$Av}FLv2k<nT|YCDrm%2Q*LEUC2Md8(r-*Thuo)bI
z+UVV)Uyuai+T|5wWYgm2<Z`6A;Z8Npz+I3agp~v3`hs?_EWnb3@L_sDIs#`u>r;%9
z{3m3lB(*gY-h`5~PA9Q}Ad0(1R&>_odKxo!ernZRFDWcwfRizJ8%{$}pi1fP;_$TM
zOtpldLN7Q?CyuAb*+k$~f(W50hl{2X$>UzwIbultNsq->H*IPz4erOp7RQ)F5^get
zA+ygA;>vL0(}{!w<%bSZeDiDU?VLu>!|h$d@!FvDdxu~UpWQ7Ur|F-M;qAHnsv2qb
z6E_c%%iZKlz9;DALD_KEbU^Ah_5QX$vo7Tb^>oDh5be94HqM>ASJv30;db6WIma>8
z_KG#$?)UX#rPgx&3gKfxAX2`%N_pmAKc1QXcn;V*e*Ei_`6{?V^SY`%cA+}gn@zO(
zc5~2kH@uDARIxwNwaS;E=UBQHAZh13pc;(2`7B6kB!BvMRuh@6lO3tjYPAY(DH_^3
zC1q^=+M=Zc=)<m0lIqSw2AHJ&(oBz)jPMSr$Ve|L)NgJ`rvu)}Tj^Hv?&FidezhXn
zLSIOOg{4tT8M}S;I*TUF!0hhz0j=a@;mL`@>_7*2lfT;|b{v|fO1|>4Lx_5&GZt+$
zY<7w|mb&aEx+{y!tD}&oXgTP}WIMej40>vO!r1x_GAA%;Q)*fJ{H-`9^`r=al4DS~
zIs8nxvlADbqT`=Y1~DHVxA~(F;WLmrWFA>;JcODvF`8|t51lZggvqgWxH<}x5k|Sh
z$p&hRk%0j+x*GxU)so&!EBQQ-Bg6jC4Je7hn`oObRB2yg@yv{AUUIOLC;7lzqPgu_
z-5xeL#J^Vr0Ff3LOkgZF)5SPKL2+BYQ#~1#ai-mKAtDwm`U6I+jhCaucp<N~YZ~P}
zBAodV<#?bGke7L$@xMXlm`z^7DK1AFTpHa!0O8X;#?r|413NxNrEj4Wj#peX(dX(D
zhfFmn+b79j2(5@n6&a_t7?at*ju|v(?m&J?NbLRt<?|Mere$>ucu07To+nRd$DyL2
zd85;S^)oCF=)|y86u1K+BvM;Cb0J<%KjV3F5WD~w+z^qI6xn2_%D4`gajqSDH7mLv
zJK6RNBZvYCIxU6h;9T7xElyIAJVjsX4U}KhQ@Odr;zlYah9W|ij-mTmn~N>D4~<6+
z!8#j~!6aQ^;mTnU0AGqp)3$|iff;j~n0!pHyZ3Ve=64_~D`;G(VHrX!Y`r8l&>93C
zjsZM;m$-gg__i*|aLqv0|DdOgSyE5Nf}TIhOB6;BtYnmPr)(=``kKT{S2c5;#`g@0
zb_->b8eSK+YkP-B764KpIH>n?Qo2|!jI9$m?)L-e_e=O4HvJ!Hm-@|VM}(4<jUvm>
zDwgG>Ek{Zk{y#M~psDHeev#<kSIbK`j_U1QkJ>~2zx-{_*Y=q`XkF2Z51u~@atG4F
zf0w(375oR{+C+as1%znsKhEadj66lEIPE%$2dS#(I<AWN62m?k(eH1VL@*U2kMnAt
zocn!8_fDYVKJl{s*I%3>x7P1jLg5P6%}w0hjV{0A+-KK(M--pFy!id*xBOgodb0dY
zm5O|az00NSC(54)Mt%R&<s3>^odMBM;l|n><12qI0;I<=`9Q(jN}X3%arJinqb&~~
z9nbFvTc&GO1OkmwhH&+~5cNV}D9opvJUeDITJ!u9r=5L+Ej{9T;1T#$DlUN!bNc8=
z@jAa}WV^KFpLe39=IQmn-f`n@S{9>AHJiT&lqEd=819^{eO}PpV}G_o_N9N4e}Uc-
z*f>PLVOiookjJaZp%d$WAAVY64|F>|K8MHV`Xu8AvK^+a_D+h*B^B9nt=nMQpp_B?
z3oqi;4HojIsPTTZfOD2G3#*+f(lYF?vnl8fa-j&>T}n^JfN9sr5wRpg2$`kr-Qm6<
z<5gL0;zEor)MJiiy@H7w1|!V%w)_H=Qj<1~fK}dWOT`~YUUiuL+$`Oi`2m58(*mug
z(B!gxqvVWMN~hl_JPX&%dh4f#lA~ZlQ-B)sHE+F911=0BplygIhhk|R?IR%pXeOJx
znwrYum$p!nI7u>+dX&~Zq)c-!)`N@!8gm3TQ<nxN8)iPTp~&1wXy!*fp2BaCFKImV
zIWjC7o6$BKkS-NnNc9_;a|%e?5Falv9m^$#rl@4TCnJ2st~Qb93Plqq{i(*2lWL&i
zCcTqKs6`&f9M%lmdb)%R^joP#IU1#QlpOtr=SC~~mWLj%frt|kf5hlyuV^j9X3T+4
zy0E-u39SfZzyp22IKRoV`-%3onv8ai6TYp2u-*+JOZ^1m)1q3x2OW!0<)2QzeXA{*
z-!^*ayrYif^R@3%K2QJ9N-O&9LNfk6_ia$AaB--jy#3>OM@ZRk%fI5@9e!N%uX+`D
z_uIjW_X%-g*sz|bCUa2~MY<Rqfj3EC%Nc2i-Bm0*cc#5^H1<@+wW<;E^%GyVFXTj@
zNiF}n&pw^nHF@>UE98D#!n2X9$2VB&55U{!{N9D>U1Ln;H|N#k>$9uR-!^6Tq*ysZ
z3lbxTa66G-%{)FBHPSaC%ilPBdgAoXuuQc-`5TJweBn_%O#+OOH^(mCdNc4h`)qh+
z;<Hz&x;6H`H7Vc(9R@56{&g%dF>j15iA}ooMxpP5UyA?lMxTN@ImT3{5)md-KZPYN
ziTH(S$1NZYr)?&a+Wyhiqo><VBpYY0CB<_Kf&C=&sPatjWFVgog7FPnXtXnN!8kb2
z*vEB~HBm<%NViV^3A}UaI3PcHbX-#+6bTLXa*9bj5Cp||eA!6U+QFHa=+9_J%IZn2
z=!txWkiMHw7ZeVe58n2H@0e~)>GzSCG!ZyeMh(CsFw89x%`2s$Bx#yl8m|spBHPM6
z8mjU+PzpW&W{e{>PV|6owmnZaIUqXD@fl!RXoKo>_452XV3y2z3C9n51`RV)3C}5Q
zi4_0R_yye%iimjs)P@eS6=cB>q8a7^S0IUx>^>PY9(l@qd^P28E=ei?4TgMa=Aee6
zbPd(si|tQrn6hJqMEvN~iXhFvKy(|6WiNqjQYgNKBGdL<VJO6~MIn7PMVH)(w&Mnq
zLiG{)*`zL6nxyaitnr-0mK-t|jM2ggKlAMdUeSV(SH{UisSR<jsWjP)$DJJDyUe>K
zAdmA^M%K`Cp|Tk~o~Oa^OvvsIa`$#`gg<)|I-~`fxD93#=e2O*Ht&U>my9XHY{*vq
z7&ByyG50{*3p=wrtA=zinJthn5qArz$LKJWf?Rb(Dd^%mt+LrCDlwW3?Vl~BKQrWc
zG0Q=AO%simnnkQ!dl$IymgLB`xmA?!`;d;9;@zVvQ1&&eI5z>MB`Fm13q+@ubiqQc
z`kN~12t&VoA{Dv@!r(Y=@e9pcK~N%{t?ED>FkmJ8YL*Pw3dj^s)~r{-83<&l%$t(X
zD=^!Ly)zvVGI{}RPa_MOPufR>tJPCQ(0LJnkGq=tc4A;>*Vn4Fr7q8~<j}(JI$Zab
zu89P}I%@^0%(j_7u+}r*J)Q&dBFZrQ+WH|jAN=>Yy?7l)zp+~*zbJuJ+YKehTJ4|F
zkxBDCu*_UdIXN4hEHZDN2QB#xMD7i*thJ!_Jo5YnHbN^>1$zRH>mOROUNG1*Q7a5Y
z19|lBJ+_(jLAR~wGX~PKafDz37;PgeTqOvCivk~Efpo(bZgR=Ay&#9~G}|fM2#VL2
zqDp0b-RK#HS>!dmgbqjRg~!ct1~5B5$9cNXFFdtYkctaFdhcjyMI&A0;E#8S2sU2Q
zVe~N~yGmLzm|-IE(&OKQqy66lUfeS~)1v9ph)-@-a!I2Gl;>Wka~fe^m@$4vdwk~m
zx$cr2Rr`pF^M}NQhT`z_>a4Gp7V4xrO9Wi|Lc_gox2!khqSU4Z*voI+%N5`F=UfgQ
z8luKmQ?+5L_rX{OEAz2hO%Le8V+8wbAggEs|5)_~YyH!8dpqTS_B4~rV&!X`iD{M;
zb>%+j;rt5x<-Q2B6Mt8Uem@ShLx4x`D82Ynepx$CAx>>u#!^N-s=C7ANJjI_SJ$sG
zfnlEyUTBinaOJoTXt)lTojr@Ku>oFUaOTgI=~sNY%{xT5B24X-^A4m_pY8?MY~T4b
zHZ$f^bCHUW%*TTAm9<l_s&Jqx*{~5SUrL(cqqwui9x4=Uu2$oJAUwZQPDbAtK24l~
z;(^-NNzdpV=-Ly6yR0mFC7Pnc?!|b^Ktb2gHa>hq0~#`<Ptcrou{OnN#in<$nQD^3
zDzcUM+CKTFW4T}luLi(lec}4qWQR79kD(?}CGwnJA9#Nze|)lBFb?$js*MSX%bC6(
zObe#1lAtVK+)*=?)+F5ijAl#NN)g1%Ckm<158<~g^D|yT^e_fW`Rq6g3=Whn0hJZn
zOvvQ!Ze19jPUBHxCITHEAAp%_Euu06Y&bqoZuw})8+0;BahJE17DB%oEYnn;R=lhR
z;iKhf5L>X2LZhLa?0=w}JpB^Dq0ub?&b8p_Cq{8-T$MzHu6nBRgsy1q-uq*44aYAN
zjKN0wwrn#kQ*poG5>dcH;d#k=Qr(D1B$7Nyj>LT^M6JRbs@B+_H%(qsr-tXrNr4mN
z9^!ubCy_A&X{G#Dk6#heMu#ncd4A8&Q=bP?+(GL>bN$FL1Jj%|uVXep9izA(vTYl9
zh#<`zFHD?@wl3bZ$_N+`x)IM*Mz3;7$YMV5-zU5UFI>50HM!+frmw(zv);eaZi1)N
z6lOx=VLyF?j{0HkdLxGnS|17Xig_z2k1%eZymUsFDJ5XTEYLNq*$PbN3>lNj<_7xh
zpeeLe5xjBlmo-nQ(W+n?h5>I3EDOJmMG@H?v!N+cKpM)|heNjlXCj$A?Qj*jJ;PRh
zURQv~*Gd6WG0*IasCJ6<rie+1pwe5%h?Wk*Ic>rlp(|$T?i8sv#_>uiksa;$Z0{B$
zkeE9wK4Os#rUD!nLtPa$UB7VAd9qsycK$sOtZ}#C_RgaVO|qbS(SW--mmJsUeJq}j
zjg1!(WMi*_0OAf3g46Vl2xN!)s_fB#N7YBDF_3$o)3&bx+P^^FU8z-E;80!<m7i#O
z#8hfU*)1Dd!Z9CZ0Ca}zfRQMmy>stG7*ELcF=%Ocgu_o?Ri*fOQnEzE)?mId2U-+_
zA;OvTxn6WyTE-oi^*4pMYeJ8fG#&&LD~$wP)5{rQ>@6`5fAO@G01IX2l}FzZJOzw)
zx%;na*a=~4#w6xaGApwpK8R+XllarW0kwV(U_dkOfR*w=aLfl%o6UlM>#E;ow~6iq
zJGjCAR>Q}OBPVhX!cJ9xHFG^M%I=6&RrV6M(Cf{5x<$7C59G3aszYP(-mQOoPJ8;K
zTAt~s>3xx3d5Z}GZ+ipc6Ob?f#Ic&l;!d-e3ZxD?weq_wv9!WGjULix|6#{!X%TRb
zfs)O-7xTXRH20cQ6&w`jntDqHM3@b=TqRQpPx;?xM{a7W_845TpEXcEqP`UHF8g!{
z+_JkYN5pnLv2gaUV_FO+HkOse;!YI~SE8Z_V*%$}ulyaSk_hk;45{c!=~TESQv+;&
zP78!Q>Awwl$Fep$%G-Wr?%Mx}!e7y)X_TavRQ;73>kJPA@o6)Z_P%2Rx5&oH8HnKq
z(}zAA$PN=-ONtp5UjWvXxH30Hq@j`KX}i%I4{p8Mz9=UdtFX8f(1|@AjB~C@H5Yv%
z+^Ii{N?2CW8J|SSvgl!+uvi6JvJXp^)4x*uc*pE=s|_<D586dFre_5sb7;$;o#)UE
zrK%W)hhZ2t{SpMT&^8x^TmlUMHy59|P7sAI#-8H_9X;wD3~PGSYL_E4GNZQ=&w;EJ
zQ0wZTc_nW)sd+?0Ev!3NVw1M_5&D18_2yAY=YRY!0s-a*+PI7xB4IU|A~T?oYi^WF
zS<N`=6shC#6<o_DTtKa4aJMELTv}}VPK!3Kg^GrvjZ3LxBnG68P9>tLV3N-LeDAsE
z+<SiK-2XWo&f)WUFVENW`FJuYZxL>9WG1pP3^}LGO)w|G`0BEnfb>ms`Go-@kyK>r
z+yuP)wB#px7X`{n%tkBOqN*3Q7e_D7xlAiZOR@`a3)lO~Iv?e+Roy!`NYG(rN5{4R
zN2)EJ&T;01z2>OlS<V3N2(5Oh$fgt5*EnSq5KJPQ+6oDXU>7hl8p|_?pj^BRAVnmq
z$Q8L`2YgC#-kM@_!66$h5GV4JXOrue{y0A(Y-GhuHKk!xd~h&I>n$EKlO%X@*Q?Ch
z{(h3$pFjWXUe=KhftKz^uO?#6J}vz7GgPFo-upg4bOc-jTJtI|xm)3qF%tIO)A^qG
zt9_6o{ud8c?YxIw9Ah1YfA}WjKDFVx)qWRAwf^0Zb1(dG`6bcL4OL%#x3~NhVg1_|
ztfSF6-y9FwZup$iy!vZbiB-whZoh^6b$ICZ?MqB>X<5VWy}pCt_jl-d-$(2WegA`3
z`>fTSXa#$)sv0AY%?>ZYEVR7i8=PNz_W<pl&271^+cz{9{NT(Xmx4^PoT0*-Zlf*s
zU+|@hrt7Imr2K&8oLkOSU6Ps4jx_s{WBGE4bftR^N{j6nepB+WssCmAQpTV%t=Ep~
zxPyhytj`XL_GUn}%xa=?`qhnC1AcPhcc=nhR8!@FXsd;^Z1XDtMJ;muS8-g!^s+=<
zgAmGqaGT5vrxhI{h$E5`ctvQyeN3E!BLH3Wj67Y{iWlqaEJcc(+uC6?&(6^qf9Y~c
z>H#N)_iScu@vj)r+7j9?nN-n6O$6A2zM?jjm=|p!Sj2gQ7tFwVDxp*WqHZRaHF8Fx
za)!2HSV+Q;z(4#P>>8t)W+efF%^+vU6Bdgd0?}<{&U|-9Y*g{-)oSsUP#*(GKE08v
z?ZT4BNZsWmt4mumDM;U!8CYQC{3}s5Mnw^oO9APnNIXuqmXZp{C~obzSE=Z(RZA7j
z69>QF-hKBj>Wkj93xHaX(X!!XCH=LMEL}-seaM}}rF?`;O7E;>x>eU{aY=Y2<zy92
z#q{Kv@n#Eb69EKwLPpp4ZXy?Wsq9+==NYwk+a72yp%p+4tdxNmou=jtH|42H+N?C5
z#TCs!TexW>IB=_Ejw|r8zP^US&Mw6yW^}15yPGv0Evx2SQF}LBk|3<E@9&-D)f8Bm
z5}m&=>YH%;X^ttq$eyYyf}y{$Qr0y)88aukZ({7+qH1d}kiJ8u(o#^g8Sk1NTMfEY
zHxKfWQS#v7oWJP47jQ^T5YBNsN@tO{*K!y+27V`cK++ZkP3ob~G4k?O_!i-pK+<{Y
zg|g=9a3GKgz&D#ZT(`$Rm#2~w8^j>2Q11^TXq5|FhJzZXrtT=qrluE^sLYcgoM}WA
z39K&}_@BCm@T~3BKaj?4)+_W~6}|o!r28*ue)c&4W?V<TxTgFUgnXH@@&%PQ#5seE
zB96$ZS_Bp3x%=m~WzDuQ_3k#rQ}o*wfLyzOwtn?Q_j1ulUVH4P$BEs)i!;=fx90x^
zv4J8Ahu=Owrrg|lBa+8$c^Y=P^6~QJiT=AGFWynX&wb+2uu<;y+}q5X;yJ^Zpa5a*
zpi>TdG(lu8`^9tb3PI?7+h%XDYubenC<vTYa13O37RB80fRJMZfhAH|T~rj=fWZ=7
zfAx6m)!1<2Xv3Wf{2z(a4SVaqPtSZ_^3b6rJRn1%|83sZ?i27hrmwC}#Iy`}+I6e;
z`)g{ICRpmG5h&&r5#`dg;5@pi%q;gM^yK~YfHI|p>gabw2Z+qMAD3g7#l=DvM<wWv
zjLO&0&HHm0xhK%VI_vwk3>`DW07bo5v|r|NXLe0+w%_Asgn442V{q=LoE*Ip#TyU(
z-T`mRhO%v9(o%Z9D-|J!H`fXV%~joEO39_*MV{H3B~z83Qk##Q577VQAco*kN*D|w
zbZAl4fRZ|jh1Mrz1*vFraX@{*g{`vOo^3Li4&<+5UivE$9*Mu7LFEjXRN{n|3cmj(
za=lt?^;TY8o=UnJNr*)I%7lf|S83VF0iFe&eT5Zl6R5TVI$)=TuuscoROXaCCL4O1
zv66L+Y#Dj?Xz(OT^KwLJ?M)(Az|<Wq_>g$uXE`LR+1$Dv1xLL{M*~8q(CkYNb4o2X
z1#K^eX%C%7_p5qH(qzOJ=d|pt;eSD{!T|AUPvcUgk@=R2g`11QpG^q$LwL2tYoahR
zg}Y?`lHPUe)_x6mzXOSs{|v<$+0Tezqw@G>jyth}B4Yv$ElWx;{Q{(x$wf|XB4^UN
zVU!&K<NPCj3cc+Vcv-472olJfXL7U$Du`u`0|g%sSw3565?2``F*HZ2{~;Sa?Cp@M
zos^wW)4c^zw#lC8fr6Z#*_)q$UpEnwb?)ilPp2GR_x|qx;Xaj`HFj3je}QQLE!dab
z>vzyZ;Lf#bLJ@IdsInK2PeoL_jp5#4HzC!H?+}Zd-TUGr1fw7A&8E`-Yq9g#`TDKs
z`?wDVMApRkA6iGfyz)2slN0xCD?faFKBoFu{O_SZk$e4jQuc-<9+ZScJ6}A#EB^-e
zBJ%f?^9>2VT`Jm0XU|;Od#2@X+K036oWrR_$GG~XR~yXtoGESd`903!?<0GDH#>a(
zXY4OOoP@kTNl7nR2LB49UC5`+Akf^o*p%+{PpO{@lQpQiRi-_@sZ&L;ZAJB{D=O?X
z-3a3X>`F%(9QQ-q-{-&WJoQ`V)vWuJ1C14Bu3!rIzy~egk9tEXcTgYee*|kvpF0ua
z8atsDH}u~=GcQk$LfRVf=SlBko;Pxv#a63XP|w9o*T++du^pD931aC+asW#l_3{EL
z-pKZ4G+@PSo=SpbqR5rrp|Oqqi&`+(vfIoeZh>Q3LOJfAy4hs^F1OWcUcN!oA$)wh
z-BuBiFCi9Gq#-=Jb~H?7kcBgzH8s5C?!P|r)tV^FA`ANxU<J8E2C{MFK!t!@JQZa$
zoz!l!_70J$<So1uSDVy_%86C)xBW#A{{Yh{j?kWWqf&Zy$pW#yYn#76U<$g`FOd&c
z!moEDJh$qLF9^WtqJ>`BS)^8p%I!7B+vid2<&OkXNAtA)3gPqS^5xmihf^L{s%SO^
zi0Anp&^^;gbX}?cu`E>1wS&dv1i@&5i?N^VF8MuvSPY;o<J_+ys%oZOX*6<CRm)>w
z#HCxns6Pud&(&1Jpv9v*o=p!S;BEIBaWnX{;=Mdng}Gcb?Y(IsIdn8ZH#z`9bk%Gf
zH-f>>VbH8HZvfz|_>gWLIQmBIi07E`rm3EIZWoz3gaQb)ZcU#<PkZt~QGm0md6Xfa
z(TxZOEMb6vmF6Ojuozt_S)5NI4KapSQj~PT=uUanqVDPK%WZ8BPXFAms&8jY4c-|!
z(HJ+N)sRSC%SBg*xFNxpU%IIzaxA=g+IJkhdI+BhH4p6B#=!5}!n>j2jiqW^6mLGK
z54hlh(%#ebMrLAqg=Pxa%ZMmhQw3ODD<9g_>Z!?f)69T6Tc<$a;H)X2&uBRyY&Nr{
zue@NqndTUU;;=p@EGMbfwowxID3UF+7(^g)JVg(;wAxZ>nyNH>GO50^^ADglPM|O@
zkt2#oEWj?;ztTVYXHCnA#}nrb|C{4_vCQq(-F?jLOIpm?{|4BHT=?4aW5iXW<l6M_
zFM>XP^Hs|Y+WUJaA-fMu?#2BR*K_F@ZMN6bNfPp?rDf{t|5ODw=n;RtAHSD(e49i6
zc53&3!Una_egJbE8GUunx?$#+|BeUSi_Jq_ip;s=M}x-W)_yw~a-3-Pv(wG!uO9ZI
zpMDzHarC5i2%8BGF=Sp@8O^G%1BYza-h6PiGMsUo^2AVE$LDJnv@$wdc%{KGbo0ee
zzJ%YhUWMgHjIZ5njhi_6+b_5Frr$UHBth=_>!3(E<h)#Hb?NELg+q=Y2)R#CPLCHC
zaMzG<kdvL8i$r#N`{$Q)bM?QI2rw#-v+bRZ4n~#5<5Co07^RGcV86?Sy|zomc~&r{
zK6j{{^yim@<2Rd%L#HJZfB-TGjU>4JYErFi9*u<7Av@afDXj=j(nomqKvRrpDy3RD
z1TmVTd2{#4O|4U^*A=v(S|vcE$p9b+vGga5U<4~NdXS?<<fRKofIyVP(te7eT_f<`
zvg=1JAPVq|ZL+Vd^bK!l7uqoutCfI4eaun2z?A|j&0ib@Dw-YymIYI`yn5O@N7WAG
z1JI`M%y&kWzLd2pY>^8ty;SX#>9w0xG9+ocrzXHB)bH|Qr8xwMahak{t0Eycw+bA5
zf8_bA416n=BcDnmRgi0v3*8m@er=2j*P^x7OnXvet3jr+OD1u0#;L5val+Gya5*-E
ze^GYUlrM8GDH+&Vqm{PjFkdpE68jH2MgeU?9`6j(fda3s&PPe+Y;>|>132rLt3EI@
zib_GzInUIUIg1|Eggk1YO^qlO<}(+a>rw>Ej6N;*ZyDe#s?6COBmT0E@9RbT&tZac
zEWIEX)s9Xd0`C}!RzpC-tzVF%$yjCLeMxeZTZ5F)BVFAH-Rjg|Z5rM<qsSdk6ocW3
z(_rr)`e!9Z+yTzn@Um{Q6jG2OWQ!4BOh&1}acm?s_`xs}P(g~PFBVg$73P!ysBm~&
z9$Jxt({Lh8jR?jhH(@zoRw>R<ePN?89yobY;~{8zMI2<pTRh~gjqeuk4~MOswffbv
zQ%UNE3ao3wNCZw&7O+5>q5~VXO*kH453U*P6Sgb})lVe$z=Bq$80IXtoG0&V5S|&w
z{0m|j2B0!<DKJ^Bs(Icvjt^K2RKyOqImwpaII}9t1?KC|m81}8!;4x>pCRA0k~u_$
ztxL<@mlf)^JD#wy^o|b8JGwSHlPgA<irQtr>w}~EZ<OHArtKz0HGM)!A)(sx48^W1
zy&TlujHEQynTnPRg>o7>qumTxu8kY(G&BC&73ylxrbl6(xQE1Ugqm_9BIJr5;KWI7
z1_zky)If~DEB^p4ek-9=<ME+OK2(vAT=)%Ds@BLf-ZAz>I9q30mR8%^Q=Idxptr(V
zDIMRwZjjZ)J0jhmmQN8b!N!6C-0SShdS5q!r%2k200k;qQ(U0H-35InS#Kd<1VcDE
z#3A<+u?+gvP)u?_B+QPlT_7_t*9OepQ5{xqI5dZXMf&^atq#((?nka&f+;T&Y*`C5
zH2=B6YFz5;jEj8TcD8-{(}57*@lqrQAZ{sKUv60*ZXN-<-I?$^R=n5!>2)plBb5!)
zzM1dC+>4lne>@<-F65?Gqs!j^H1C8N3v=s)l%9e>lx^yq0as11eugl;dQENIny5`G
zg+ihbYtNG6r}`XD{O9iD+vkus)}C^m+#2>6UW`@epUUF+k9`MNgseX>C~1FN?FQtI
zgV%y?VXxfqiip|57=(FKw2egjZcco2ZsG9SsRQHAyvnJ8oycf=lOw{|dr0V#pXE3H
zD=51gwLe!@KKN@Kd!-V$)Tqn3^7f{8L>qMFHgA9Z0ZWSwtxUf|6U`-lN0Qrq3iyce
z_nN(b4b8jpYHi<Gq-SwMu;~zmWkTYF${Erib)Boz_*DAiBS(WyydG<}q4*!Z=Y%n?
z{280`eTWyc9a3WZ!}2zJ`)>2y+`#dapoNh4SJJdkO$>;&!$6fGwakCgUW`m88joHx
z^|Kt!sz~a3i$yj25~$APNYAR2v*?)K@w8-bF(kY0_RS9$j$Zs~;`g|S-C~`edt46R
zzjDuv7{Wp!VfbryT@<Wr>r!gKW_Zc5i;mQ7*M5I)i-HkgF1c)iq%7Je3|5)CvXBng
zg5DlAWXbQrRNC1l4T=^v6GS(RR^+ZG02kywHjm1TBFm7tPieNmWg*-Jx}?2`OCb%4
zE1WwQK>&2N13TTf(vy@NlT*~jHy8ciQMQ!a@h-yFHLKe8pF%~qnJC*vYpO5(xw&{Q
zg6B&t^P=fTW*(q=E@E6gT86k*cgb%MPjB4HJN|oQ=~c_5iTyS<1o-BWum}ELhC3&J
z?+rPHU75Bx1>c>zd9427L|Fp}`8PeS$neR*V&cJ{e{c&&9Qpakdzk3TIb5@z>+lc9
zE`6wt8b0?F@$I?$TAnu%SDxO}$$%POlJAB8{#zRE=~Cyt`|rc{nteztxoB>4<J!)=
zj1k7&hrPN*UI%|UR@Kj|5-=A14vYMKzkc-S=F=OS|GlPDcG5n``DVs(fzcWoaRdoE
zVtAz?)Q*!YnAVX4#Hmir85y&Zk?#Q=<dSO#EQ^d#CUUSVHi;ivkux*|(jpDFcv%R2
z4^SG7@lL)@SP?~D+ZoVPjId44p&6tm?rgbxo}nUqHmXsO(BwBn&gr~~L~51c4waV~
zq^V?qzpzqvEGS9nGjyR?f1?Xg5l2*2J(v2EWzLS?fx|1-+(y4+Zr4alRF)A~kG1Xs
zY<pCBIM^KmG#F#-Q$XdE=A0qGT%FC~KtQTegSN*HqVVj|N9l5*xj};Gu*NS3=p^Yy
z&d*~E;xz?uNHa%VgM1b&Gf}abK993%H!!vuJyvs=ip=qK$ki*$TfflnO2PwO7ls5g
zc=jUYOEhQ7+aUA|OIhi&N`PxJx^;{!n>ND5cg2x3id^ANJ?W!nbIvr+cw>(s<t1!m
zCDydby-rq~d^5&-K<djly^s)4o;#F*ht@WMC;MaY=o-#0gNB%S`P_vOTM&de2q<#p
z7z~0-v}P)o@P^*5qX}Wax*zz=qCTMKU3yaw&H*nO7t<)6?U|K11UA-(S<r6WvH&kc
zJL(2(mZ%H5K(=Uq=StJs9#RpYT8iQ;0|0(}co8RZy#B@Op`qG2%l0(!%uKTGrg)K9
z#eRzbO{EY!z9@+#CKi{5RC3J&`;=dFdvG~Hemcw6#S&$Ac6z(*#q5QS;h8*Bek`Ee
znC5#hulr+WG6a0;w8iO2p&5z_qi}fr!cY){+b(zegC?$_)(qOY*Ja|HdYXpLOn7s|
z%Iu0>WMrDN8bW}HT~~RK=gy=e6E2eeF`KF)+5xPq*Hr{Z#|$wYXcT${4rDvq#<MVl
z?Ui0+j7r8&=hPqdSw$grN{Si&1z1XB_gFw_FW#o+G)_+#kQePO#RkK410SaqOZdR%
zLR%~}+Zx9=xktUPJOIS<k)I-oW_)49ndyMp#;P9LwpEY2Bq8{ix?9VdKGRD`OL6oD
zfi#ptw5&<d?$U$ep*rOee*cfWB73gXpkCB(0MRt-L2l`Ds0Zu~PF1SHvqWNp|LHIP
z?*|y$hq4}z1#kXp_Alr=pwt-gfAo$1v~kyZxpw9dfXmAo-e|e(_@5t}lR8%y&w05D
zW7|7{ZT4B7A*p-Uzn}%OFr|8-E2&s9bg&2mAfr#mNLFr)ws$lKKJj!H`>w*_UGKU(
zC#*l6?B3YjZ$VG``}^^{P<*}eYi?w(ku{(?Zh+2!VV^R8z$;DqhN>%aN*Ye9iLUl>
zYa~c}zuJ6$wdZ|WLew;i$7QiAJ~&H7X9_w?VTh60EJOR;*YYlC#8&5H6LU`)E-Ihu
z(b!Ybfji(qfDv8Vb`0q+v?W+R@#Bl9|3-LcXkrP*$}G#$vHcN7Fp$KQh#?qKtH@PE
zbd@n~#~eLwL{|IA4^(5W*C%S;_M*4+16_)Z#4=R@G_<x9V6C&niP{pAX(dOQU}aYA
zDkxFFUPFvQ^UL(yU4DS8Ck0>3sOFhdyo~L^p2GfqD!ap3;dsB)N;Dm-glqbP8AbxA
zhjE9k)xRL7>?}zjcY!ySWlqsDh=cGu4mJoULnm+GqLUp4sHV?9aNkv>BH9-d9WWkl
z9VI;qJS^~*S$-ZSQX7ovpT{{<bs+9p9L@YBE;6UxOGjqx7&Hm<5Qo{~@W%2ETd+3-
z+&k-dK)1R`GYXIImll}dalQ65e@D0ue~wb-S^LSIFV;t1((dX0yKHeyDiQ5iZA%d6
z%wtFFH$*$>pJSq&iI#Uf0ezDQZ*}Vj9-_9DcL>)lvSz^gqfGgnOYSi-pI7%Z^+2-w
zUN5to%|ws8q*a29b$H`8Y_?rGi|<7yMZp>U80;C7?)xl)KwHgBvwUW{NQSWZASL~e
zgnmqbHa?-c9SzpWCDk8K>H?vVF|mc{R!M~T3`5u4n_X=;!QP$VRoT4PKMWCKd~w&q
zeXx-0o;#uD>kuN!2;&rk;3`nEb~FQF9y+>%UB3>D^;x|6Ag5!cyg$Eew&w5suJLa8
zlj9LruC`Zz@(RDbvi%pvCg{2e+N!xdy146)!Kw5ouO`0rGyQoX<Zj5X6MA2rl=^vU
zUDn@Oe(+$SedEpVo!<Z_&@m@n4ZC_&TuQj$;P~Nd^V{bhoo_tl5aN>llbBn6tO=qj
z%HMBrYzL0GxHinUI0tNBZmpLd2j`q?d2pb1?ng@U&jbK}dd1$@v2~(h4^>=hkMR*I
ziWMYf3WPqqv2^aQ>F$w<n7SL<U+wk$;m@Zbzx;N-eD{l3!`<|P)Q0>jZT)7gQkU0`
zsh4it`pWI)sh?pdjun3M@Ot8o!;u$A*PyM@*4OLmK>wtfEp^R`WQd8p{hWe|0)?#m
z9rjG4k{6y#U0AU-ukV+=!EJQY+YXskJ-NHWDrkEUmDt}4!WSzxs!d963g=XE7`47T
z*>h@Mx4>nnq=6Zz@z$wA>k5PnUeK4l5>r-OqtS=ds8$?w7rO6Z6gre^Of(aUsgSdW
zoQsBqoH})NP0xCVOC7S^PFw-Rh*1?OAMnodVpEJ37-rjq3}A$M0$J>!yeGkY^CH^`
zt(xT|7l~L<nd&)YImb2vq1mm1&C^iHYid#?)e0O#wGgmLi+0(8x2*U!I|S=XKC_=t
zAKQ(Wf_v2>b<~7^-K)Yh8lz5=lmedj%_y~iC^3^A#?1p&Ru!2RHc)^!w-}tFBz9?*
zPh)}tE+|qyPmv>#nSOT@jN)5{!X>L^y{Cn{n92Tw>&_Ugq~(zZ&{#z+cl+JDCfaim
zr?Nv2dD<#Baz-#Y11Q2j4X3FH5;(xFdBz@MYf@)L8ogeYuoRo9vA6-}Cn3F0YcleK
zvzKq#VHVorOgQN<wcVHdx$~}z4Daw|a(!HAF&B=ViQbIV_y~Y{Qg#ewT}B$L38EUA
zw*E=Bpbm@(gLCDZNdkh}`g!ERl=n*k1=v|+GJ~22adMLb_hYrf{cStYNUyS~42Yzc
zu(=g>wv*xln>@e*&lyl!#|`o&%~m+Wn}_3${MxbyyBl2@An^BxUNxfb7{0EJw%I9}
zE)_#el<tLWSmt|++k<x=-wOFl5)xnhb=Y?=emGH-wN`)s+ZkyXV#oOUz1wx=suNc_
zzWesw*L9Cx{BX?Ul)VuX6{L$)0M)&pUwr+;*nsQN9WxNJ^!EMZ?{{$?JP7@{;YYAm
ziU_e877x{Lxu*?6XzvUu@;cH!7Q|XLdFitH`OF@lSn2KY`^Kvu5`V3{+Hu@<j~B9P
ztPrc!SviH=`OAxNuOmh9U((!3t`7q(_oVUykFfS&vs(TWy!7zX{$DHoPS7|zdZ)h$
zP5QHW{y@xs=i!2r<1d}^&iW&^7PCex)*jAigWuZU_CY}Izqa`64#<Raq3SPY@QvcI
zNo9}C)7CoG(m;wg8w{<?z{OC^8QkG#5mv@YJXIN`h8KKec+RV~th3GST5T!)^K#DP
z4aujH!Wagt|K4HjVh{}D;9Q>_5so&$yd{QMH3nx6Z6dUPz-PLUEY;i&%xkwVmMh(}
zyt3Y;Y@k(xVaoTervZ0b%*@sme-w_=vxJQ@;}#3Zf3hJdO^#`){-rAgDI6vQRbi=2
z4o+#+J=5%o+=*m~FNhk_n;M&A@W!P&b*d>*Ji7@SQ03^YSB5CZ<*1tjXL@NKxaDYn
zkO|Tth3a6tF%+X834_`|8H*(68s+Db`IrH-;tM5Pq8aVc8%x5W0eqI_qX195an;65
zrZ&i@tyD8u4H~`2%m8d_PN31XXoe_t#}?p?^D`6>&C5KT&@prvdC?iGHxol18h%J{
zMxV|snx-4!ouVsLN~>~bFUtWzmAa>oUGl`C*htr-2{xDXF~I_5hqPztJP2+YZ5-@w
z9-VOz(9rogh*8EYsY?ab0xHeM(xz}yd0ATP^Qc1rr2yst$+TV6MI{JjOiq3(VoH|+
z>C#(h2k;179svI52!k6WX5eE5%4S2|bWD_jgu+RZS(O11VfvA;Cg`6dR}PT{Rd{KT
zT-T~Mc5>OiXOWDMWuh7@z*xf^U~_2}nnwhbW4VeBXVwSI=&DOuV5xNO49wH)hjQ2?
ztFAY_%Y&0s$TRKcYp-D@;dTlT=LWEIyD_&4DdjjV1%PnC1V5rP_OQ102<ud0KP~c1
zQeFppy%|+|#}5Rwm$1bB8@9_+t3)qth%}|xXAm1c=^frKm%degJgY<{%D8e=bJbZA
zj*x~%nYdpG-Z6{SRGSsGBFyCob3hc?VBx1LQ1xB8a%m>vEYlUVw%!B<tpCZmzz8A9
z1e@!m8^GHHj}uzwHx@n3HIyPKu-Ot&q(yyQVFt)*yzw0;3?!CWUF$G^<7DeR;}pp5
zzCAcV0H4AM!``q<vHNL^;yL{p_;uOjfg{N7N&Czy(vU|H3EpU`FXv?tO!yI8>9`4=
z{Vv+mxPR-8Zod|wRb$_5&iUN3%PLb=3ou`7K;#*{fttC~$>=$4g5vqs#|-1H6wan{
z>sEebWKOrWQfXZeYU=C{{1>G6Fj1C8dWSfX^B}5YI`ARHsQz%;bJD+{q~@8I#O{Si
z`_`aWP|Loi1Qkc6?Y8>SoC`}Mc0O{Owt<P7O!ygMy_>60BSM>wN&b#umLcBJyQeG4
zsMsil$IjO^-8RvvjgTHdv1m++GSyov^?#$-%e*j;`bE1{;|iY6n}FdSlm6%JyeYl8
zu*~!?ce`k0*49QhB9A5oCfp)^b$5rCHhS}%6yqkssjFLB@dE#<jf!~V>DiY_@j|cq
z0a=2F3LUc*f>1`;5KD#ttv;u?+L&JpFgwDtPsd>NbC&~5+g9u&bz?t4EoPfsA4-^c
zv`A1Rm`D=1)4&kRi~au9)h<naLUV)(_#dCYzsgChS-$uGcvxDHUxD6GtdI1~fAv=y
z)fu266~!GpeDJyB?^-_wRff=V?}kFJ3}8;aLdV`MJwfCJx#E)2Qj!76IGb?R)@>}E
zqvMNt1&0*4|CFIDyg<LZwiR~m{<Xay??;$`ZubutT}0=H++yt65o(Hb9&5=n_~*Y*
zrDKzEr=7Ad{(0pE(Ghp@HB~DFE2N8X|C4QA7fhVeA8$ujPF+9nYW>c^?<<{*^U+fW
zGT&ctFN!;UH0-(Ck663;`;`~8+jr0c?#Q*1?r9Zj6K)s1P~4bEd@FtK_t&e@^Y$hu
z#!Oy?ADNAFGW-Ojz<#{)R=>2Nx-mcGI^C@1r0<L!afuc~Nc!(&O=Z+L-QDy4_*YJU
zyV42w`R5K5p!0X->-yZ-=YNvT%p7YeGx%rU-*4@odwj0?+v;|R*}!|-hYw8u`G$hs
zLY_Tog8feP=CP$qJYtrtOi@+aCNT!Su-=(h!lz9O6iT2-iE8c}b@FA4tBuch6Tf?D
zZ~n*Jihi)~`i%)OY65iRm+ynd`_ZP`)=J>m-)4+#vdfh$Vw@5aU4!q>-by7M$ez7F
z`OWcdy`Z^QtqsiIekn9O+_1-MiaLYd`)=IT-hSU?R@&i=hzV5C!SN$+j(oKC{}*ID
zRCasc$%aG9rB>aVN4u`vOPO%F8y<V@+~nHuq1{j0e$ySl0nN)l!FqXyg*&-hxAMXj
z`H721J`Ff7zmvcFa^ve!*EEx%gAa{MQlIa%J~(qKwvN)`$n-nB6Y@Z&x{1)b{{zXT
zi8G>^lbb6+IeqQkR}GKc+47znd~z!_CP=81FogrCE_aK-h5@rL8#e`jpZUulONe%u
zrmEEH6CHCPW=Ao%2k-$VK;@emQo6zzY{wjmSt-?AP%sfKY?F703_B?edI7k##*cPG
zwTMfu#e;@Up4|HN6eG593Z@B=q(Eejb_HXfyBr-bzT&0**OQ`c)b+=wRvc|pJ`bR)
z>rAAcM%I_F_dpb&YNO{M%2dDih-Xt#&339EsL55x8SH+*n`VUm&x_2HB_|(Dp_wn>
zN%cY6DCwM6nUWf|V#gRR{k%U7tHvgsZM2-X?O;Ex)H3Uw1L{CqN$t*EfO=w%`d9#)
zjawV6(YK;h?3I324@Cr)`rKj)M0cm?#x+uv^eqrnku^tircZyO{x9+zmI~Ey!Tq}D
zh8Hp&Bkg;Mg9^B$vzr|40sU!VN~Vwo&1&o}W}gQ{KZrR)>z_!NPrKJ{!vg`)G)(VY
zxvPN^Q94;HRkH<4_VLE1EqB3ieJb6~$YeB4)~v<xc*l&&4o=4Q2VqBP7fO*AQG^O|
z0qsJyrqYvODlg!BuGI&rt(lHVZ-$vL2kc;eI$H16#AyWl5E`fD==+Hl#gJgdKuwVs
zB))SYvy4)ZD~K||_qZVKCJYH5BQbu7s{)5Ov$g8=ZR0js!Bo^nWU8b87ojPn(561C
zoZ7=5;ESScH499!kKE8(yLw=-c$S}G7`Bm5PvL99(sBJ`cJaG|uNRR-^zE%4say-N
z=IG<&Vd}-)84uT$=R$g1_q0Xdouq^_g~Yl~kyK4ds~NZ7z(8|=fkZSf#>fZxS^%w!
zH-N48Y>f_8)XU+p0RI+NIhF=xb4{8+)k~RLd`+nC%uCW*0bZ&Fk79&QdAiO__RSd_
zzk)6<{fw5*kEJw2O4Sxt)!hjrFa2vo3EPKkY!k%uXwx3i^mLG5#RfA5e^66TGx$kS
z0SNL#b>nv3Dg5fGmkvFt_9-+;sy-c5)m{nwiDI=e$)r&eVOIYZUE^oi!7;?<$RqPu
z&I0@)8yzr-qpEg{;z!f-QvOfp$pDx-9Zr_(AWYmP1t#^6w*i%8xcjn9WqZ|q`D^_{
zuix8k9R=>fzt#Q=D*Qjn2M>HX(FRy&IeC9}B@t`ts1pHwP4Qp+n-0bOBvN@SA&5={
za=4^K-AAyp%Pf(6&KiL@CJh}dW1P-Wlz!`6;G|XZ2ZzNsXtca|*;1{ywRHVoQ047^
zK|Kc?XA|=F0ruM-V9&{%=w*u@NZnSU;oz5)4oSYh^(CBl4?l1*k0l@4PM1(4eMSt{
zZc=HYM7g$Ihso6Q%xNoON@r=eKB@WiY;q7fN0Hz!xk##vGEp|7tXfU^q0#m2b}J)z
zbVVyI(_lU+8%Q+76G^C|Qe<IbY82G6Gbrb#y&ZPBZ#GKR$_PtI1-dD}sb=x|S{sR0
zH>u$*?F4)?1TyyadJ;*I2FPd*oyDeYk_q$EJ48G2_^PxxzJ^h)HYs0nmuPUSoxkMl
zXwNjMF!bJJk)~c5<KqGB27131VcJ{(CNVQuTPx44K1D0D*zid5pl0(vk-*m`fwhbH
zCC|JI$hX@2UlJt{FdZY#2jW5QREILv0AH<?<kP7E84v|Y>X@=2uxrj)DH>TNLF<Q>
zO|i;27u&{0M_rFKm+JgNBUhz)eg;VCTyZwa2;&dcHpZ&Ek~&8`N2wPcAo_$9C%{?D
ztB99aJ}{>Wl)M0MaRpzNni7q6M*H1|5Yp6NRJMs=_`PPcX^JKvpD4mVZ&tw&{31L)
zp-+)ekh{_h%5Z%^S(Bu7h~6T~9o@Di{S2P4pxJv=$5eFp(L8y0)zEW#`3!BwO@kyE
z1H-Wd!z~j3jGcI4I$E#6u+R@_XNpPr0Gq_0eV=RK?<#1Y7Eyh!(?5IUz5YnQZo~=l
z<eD)x8iP)?%2fdj{lLT?;Kvr=7(G_EoRWIl8b_z76=jQ+^jwn$=>dD-eh8cuY^O^u
zZMQYL5aFG|^JnY|ZMbEO+(`90RA$>w${5Y!53CooD>BP+F*#0X?z*O$MLYdc>s@ty
zIJ-D}kvijmYD0LxIp1$_xWu_Ng6>Iw`o{j@K9e2$f+wyb28tA-<9~1G?nK;t?Qs!Q
z_<DEKm`~5=R;H6~`Q30R(jz?i$mqT&jdmb#l4XOUr~?k2I!cyox0Hz5QcP7yg5dH9
z>h*e;|E-DegO>_t?VaTZZWr$PdS5y9&u{!fehj-KIQk7fX6ccO&#B#kMj!7yI6IZW
z!`iongglfN9|`)CviDf~zNT5ijWpt|8_&jGeA)Ebv-bswa>7?_&-*okh`#O%u54h5
zPSKanEd0m8URYL5H#~Oa_!;k@lT+`03JeGi=DsL~BX^+#Ix=8?mVcN=^`fi0+yq0h
zapLm*k+v4b1mmXR&ZO>TWht?fab;ak@5njG51zTd+$s0-z%qZk)Hj6=o}|zZ-}!3a
z`>*d?J_ei+@xz6u-83s{0Eo{H<6cUtZL+!(02A_JqGhzfZ5%y{vD~J_$pAz4YZDeY
zEfSv`^ol0we2hzc^xE|kFwri8M`imx(xuCqg;uB~pNA@lB-LLWQDpfB?de*yJ)RcV
z<BVte*V*PLVWSzFLxz~w#+oBY3qcW70kkvtF%0ci-f?l0JZ8?bu(z#57h9%v?=n8y
z=!55aS^tr>PB!?nbs9OCF{@^KS^wSYJ?+O2lF^qg&H!L9Dz$vaooF4?e9F?#eS<D-
zG(%qxBo3Mje*)c{iZ#jia50grIBGpX1`Mp@qK)iahc+W+RCPNz5$5wOpe$4@A-?k^
zs`Bl?{puRXBBM}GVcW<(-YJA+HZ~FfAN%)Cc5U%+Y_x15(jJ+4bpR6;SG)+1GUMg@
zJw|Yb6$~GhtXcMQ^GA+YUzVB(R9A;i1q|8fj0M#5f$4)Mx}v&pXv7pgZHBcJ@;KG4
z_SMb)a`0zy@ZG<=h(=jT#@+Yp7jAp)-Sgv##|J1tgA?;?(7{`4t%d8*tB){V-g{U8
z;pCT$4|P7S-+Ys`U@}(t?ZIE4L<2Vt3K7J14_KM%IC15-S1*5?n!7O^7=NW;XW~UD
z<nJf`7Y{{em0=Oj=w8`?D*k6gOW<|Klm2<fa`t}pl}GMB?ENP$Y9HRqq&T)s9IOGs
zrV{Tuu6}3C6s*GQ!#+?VD|9TQ4ekz~>(OhOL_pbLtfQVk>Fj+;*$?xnQGVUp%8=Ck
z;3I8$bUf~4H~#x4w;$jCc1=;SaB`2f4M?CJP}=s@8hTg$kt>D2Urf00cTDH^|JipE
zIkkJ&#4z_i)qg~m+kHqmrZd8O=%F<>74Bt!-ahE@55K2A?dWYYw%O}%(|W9W&(94J
zHqC>OePO@+dUIx?Wd*>5#bA2-qjh@tJk8Xr-0wis>+XrUj?5ZXQ`JWWHoS>Al4+kz
zchas0IPbdQSz?uIQ*k*XXEf7QliV2{jkC|<mdqt7&-N956U`(?K?5JyW?5;H=SKSH
z6G?04MUZLVeqFT!&z8Lm&+b=UBQwM!+PE~w0MvU+<~ziXB-wW9WCb`)9NZu>7*qFW
zv}>YdadMDuuCuN2R5A|j-&4A4dgN7yg6ZCP0Z436CDv)?>g@qDvY$>DfTd4#?My;P
z4>RSpe=vQ~roz#vMYK*ZY`g<s(Zn@2C19sHG(UugRzW<dSi<mmHgrMgfzc_Jxz1V^
zZfDdWY%l)fdVLdk?#;u|I`VwGjfmj;#k0v2lFAFQ{p*G(zHeSv+4jgxCDrO=kvfW`
z7~Eu)0L#oEVNz3bqJ0e_^%~_=sh>QfQzO(70^Og8pMdfn9nA%5aOP6xaaQa6=W5=_
zhFF@Cp3+pL=6H0!o34li)mh)`>+g-?2f6Q60)ZD`fHEfx2+kHq6juxQ9Pj?^uD3%|
zujOllMcD8J%d)m8dKt(x-yyB`S-_lL5h|z9MoTpa9;3_RtP2B#19By}mjQ72O^x1n
z-n#g)v0_7ugopX8RyP)1(JhszTV+e-@Vf}lf;ciNtBQs3jWt?ZBnXmd>59Zvj?Dea
zas<b;LXngZz@bHR30H9xtZpR;@YgNy>5vt#T{^na6~(jWJwr-PzJ&o}Xpvg_FDMQu
zP;|EEO9`}*ez!L`PqLM5iD-<D?wir-n&f*M5pYO$I*`%rR!tp9W(;OW;*qiZ`d-j_
z*Y3VcfIXyQs}ZV<AKv)BZMnL=X|ze9fO#P!M(Al$+^c4boFz|q0XTN0r8o%lnG-{>
zW7b5qt*9z#BtnO=d{BeRx%qa+fX0iBw(((h5VFMOdAHj+rYc(t7l^x1cT}BwCRhKp
z`^C93z6bUUS#~k5oXmP}YUoR~_!l(BNiIBUT7M?-RkVWUJ)e0(TryZeaH5yoaiXlt
zO^j%>8pW1rSvISjx~1gQH;XfRSPUy<{usKisB=i0IHEc8I-klSWL6kC*`MWmF1eGo
z{$NQp7i7(%9dp9z#QSy2{@_&x#~Vlq!rUF6kI}hYBieG)=cs1Seke7xQa{EYeOH}E
z+BbZc#6totwn1}JPe@i#Mbi{!JRg7d3L3r&Wt)I=1zgs9*B?Z>Lai=1;L8S#?@QC|
zt<h&Rf!7Ppc0Y1@HfKOrx|c=|Re`iEY(N$CV)arIp+>EYFV$XOuRyI^pHNUSFSU`*
zZVSyh-N>ldS?q3DuJB9(kDd^kuVr4l;iXf=)B-2FVph)LTejzqQY`-kz5N1H;j85}
z-lM1H*v%J)c(n`4L!hcmse|RLY01d*LbTMO?T&a&JR}{jIxtt)i&g{0>LQ6$C9iv#
zB7No77}(uBSpLJ5sD)i%1f9+xT1SGsv`LLU63|ennOof(UUG!hwmis|PYv}AEY<=0
z*Y*0zviSavjEEp-cXQy7H)Ot57<2&84R@;5HK%pA9z)f&tp~Qb3WA*snrqCqFcnSf
zOy}$MSk7xA1`fdv?3hhPPY;^sX<qR}2v5><4F$GZnPytyu2Frljwf%Oz7q>iu*mlZ
zzqXsSr}y1lEiy{g!bauKoz76Q-6p3P(s^euhkNJ0R(v<ndHC4h2YamBZ;ds&-@G$)
zJHG5w<&8+J)xnsu8S|iXO%I&DK6QEcMCqO3A(J1s<^rZ~J<zhdxj)Ok4g6*(R8JXC
zBut=r%l?Wakqf~Ie%{|jjj?_NTqJDAhh6>dJAVJ?mGvtlxPV<x$5=&2US422GaD{~
z900Xuz0_m;<IdXgA2vJJ%{~bZgw($^30VJ*nwakw^62fx+_|r7bGiRqxODr)`HTA3
zFXrqtw)w{E_5ld>LS=wafnAyBKYyM7>+3+*)Bly6Tt6E3bS5Ob`E$$>i?EYN!a{!2
zPVxVEsRvzH4e>n3F^7$8rCOMW`VxPwyj<067vc2bx1`~FVIc=U?z;jGDTgni_j+nq
zj7j1T>>1_WUf%M3dh7Uu3$6Dl;g26b(sBi`X20?%CvUfoYl8+km6WRYu<2Wm&K`+B
z`4`P4>gApKpJO~Pq9(6;7}p1Vi9aZ^iC?b`j{oo0>Cd3g9$$^^uj3XDp6~|6zS!-0
zq<%jaRJoMdHrT&q-79$F+?Cc2s?o^}H60-&>KgHZz6j}jQvEEUKk5V^>RA5#-P%X5
z*xL@*v#xyHnm$<W;eO2W8|_oqwP*Elk-Dm>m=*FgrCHSe_2<Knub8zw6KnnBgqb8Z
z_Z%{>@042r*}LUh%`zA<&_A2qvyOVt3ww8Avt+L5OQHiqh6Nyh8AY87Ekd)QyuUbe
z(#)TlT5k5*TBi^aUph0agb{s(zTUIhG9&DA2EnaUEfuOI^meaZQeulJv(lD6xAiGA
zT4q{MI%hHOH!WwsHA*X;s|g$$Il%BYV%3>~son#UjX7;rl&bLwGNPhF?Abmn%ItRn
zBEgu*m$u{06qD8i0fKxqMXRK33FO{cv!xnv746V0y7NmEDoa2*F)3+efbH`$2E~!i
z`Z2F8AJA)W@n^?W2$58KeN7WF@~Q_W`>-tr;NwD|6$WVdt7h{+6lHcS!OrYmm|co^
zN;@CF=$J(0C;#z}1JRk=Tu~4|B(6!;__J&`>iVfkNY_j+gi8AQ%M9&SCyO`=Rh46C
z6av9Is?`@!k+zZE^6>riw&f_O$B_#fzGRye@4j9#TWHg_k|`F4t>OY%Ch)i>3tw{m
zD4em$2_sALqos*EhHt(mLMAB$=W6(6GuO5jR?A)4R#PwXbSxnYM^QJ^++=5aP^8XJ
z(YZhUp?OvDKOa@@2B_M(e~uR$C5XkJ%?^sR+j`9d67+Ub-5|1_y8n5Hg;j0w1&(J`
zP4M#cAc^Tn2?(8yS1&OFs(Kt945LfmGVP+;M;{awqC1LE(Awd$Os-+{yi-ykdh2d$
zu#Chvr|=4%cM#Xn=7EX?7T(yTf0{sYRnX_>VjL=glz^A9MzamdP_mdnH;`w6q3&qn
zauRu~sYtGDQzhjcg{0v;jl1EpRB!)9#PC+S66nV%;`V)FKq~bkpQATf7JH{_q_Z#Q
zeV%EyF2mJ6YIKrOou&%dGnSJR(Xr~T8B*<?NFc|_Nm`1;Ak58m!g4OdG=2<EQ$c;+
znd65J<$K4hW_Cs6wCeeh@*}W~YWE69Ei<S`0osS%e8q+<okT??L;xp&+s;-6-PY7Y
z0BeqyXVAUqw=YlrtwnZjfe|w~Dia+uH?=Ab?-pAF^2YziFJhIjR<(WmQr>V7kgu|J
z*?w35qVwtY<Fhj9k+N&Kdq=<6WtMTbPp9Qgxm-R@_zdiVCA$6aS<L4z?xvy}v)L;_
z+jbizMZhOA?ru+iT|An*n)5)f^fE6(NfR_yF{Hh-DBSb^U!%x=z|R0+&bAaID<&FB
zWZEKGHf|j^3Q~fT(2+rt#nUJmv7*OxP?{XsKaNc_NMO=30h`E0#aYu*QPh?|yYAI<
zR%?vgYq*Jt>44Cv5Vqy(o%gg?7*M6K9CRICfR-txbR#E!z^!0}a#{53Xg)KU>Oa73
za!9e82yZVZduw98K#fo=^AT)D^-xVj6{ybm6%NajZohUeYG%j^ZDb4-5eoL;*HyZ%
zM75)nnWoZcmee(g968hLY&$s@ypVKM%Lv56&;`*v@o9!IcG5>4F)F^XqsWO&1*PTt
zX!_qMGVILC(;#gRh97vJrs^c$dE2=y-~t96T2wwJ6*Kog2Zq(#TYwdnd|FlRtu7DH
zc8cl%A`});Nc3Ed-?B+L#=$fbf?Lkh$yuUS+7co&Pef9;(Gf<V=|ydYVa`s}UX8aW
z7rP~|5NFt?^uU`3wqB;f-rkfpNbFz|R^2BL(L9h8n{o9@jBSl-s&YiLzSu?<y7V+E
zqnP@ijj{w?;~@9?1jL}Rg3rnetuw~<M@B`Gi;UtqBXpJ^sb+qo(xWR0+AsZL1M^Gv
z{oG#Rm|he1iu~tvZbpA_rs5-xD95X$<6u82!*9BpdGj;Ll#7vStlm@rvmtvGq~&rv
z&pX;WnfR`BoSAM1`J|DqHp!>U8M*FKpnD3Rh#GLNN+_pBq{E?#cCgw@w?WcW?p`=+
zOXF1=^|;qbJD9=OTS+y`GwN=>1*$tiYfVURgL!Yp$cow$GDww)&R&RWQCg<5tW!}0
z(ka#Pcl*Pn9gJ`>8R->s-wo76oG~7aFO^oCaA1k9@;ae-uq<=Ev*hJPu8A|yvpDZx
zT*Yn$Dzll^#k%sIwU$osq63>3<pL(HmpfsR3ba9ZxosxLkX|06C+K*G@K}QOG|Nzm
zWKScUTJ+VMdl#<G%kG?~9h!Q|JFgRBTnS(EZ?ACD%{QQIQf4mMxh|!VOJ-i$Z!FIe
zjhl;%r}Tr;ThWWi(w6J1lCQJ_jh|kz=>v%${Ilb7%!#k|Geh2-*0~>C8T;XAJoMV*
zPlT`7r_zh=@WMpD#UC7tmwjme{PW;ZpEIulel1(uHAS&VweO@kU{AwzGn82byOO(}
z^A8Un4he_;b!_x6|CwS;z*WZw&41)I<O4vX%G?`foYE)he-dYv=Mq|Wt?zo&-gh*}
zNfUj$zs~PS{w<jAXQ&~%U>~Z_tb1xjx`3J@2ge`EI8XX>T0xmWIJ8z`&$ayIA1Da>
z*)wpE_(S+No4@!wHhkL3xY}Z=_p`|GKlj*$-+x<)#BSNlS>1N}qwLYK0H}S82Y3^i
zVfCai0jbyj#we?i+s;8Xb#742NRpP$!R?;31nJJvCLxDiNiW&TsLUj|6bIf+#H@aS
z>Bn*qwyyIrT0kp(fOcj2;u50*IwY^)Ep)9K`pRoBHw=EsRReGDLSYa-XSPw&%>Ebj
z(}veBi}_d9l9qXYfiT9q)S$7Y?0!LYt8`3v`Fcr%qOqz2K0OpmU<vRYu4vu}J}-pc
zq|rwfY{f{g7vS-ob7xFUju8^acaWO%CKsdUqXRdtB{fP&f?DSPzMhR;h_kwschf`Z
z!a)!Y+31VTss!%+vZ!1TEa(6Yo{eY`pnIlXzv~akWhmop&5EmXi9u)n{;!mJ-sg``
zYxF(4H(MI+qu=<nUf%A@EZD~cYXyf@?wb0(F!Y~I`^1i8@&CL$czkEp`kUX*@xU`P
zJFj^0TZIpQ-uIq@2)Ug8viV@(&hiuE;I;^x^WR|&oNfsAQ(lC5mydg_-5{KIZh4sT
zTg)}Th7gjEuk6>UQ~N^7CRZEu+v*~~Ef1Lb;A6<b-S)Tl_*M^n`5>+P35cIu{=KqN
z(qesNs^J)PR|DnfXj^`jeRGrk`6~~bZV&!x|I;IcMP`+Jx%e_6jeg+rUq^$kocwT<
zV$*f&@9}j|!=u|28;>jH4UOC%DMu!bUA+D~`_!q4$%$t_eE&gqFY{viOtB#q1OgS>
zXcykl*4pFc6=GQE(J(W8J|XMxhlvMU9ws{f59)s9WQ+X~>{X-GlNZ?7YV1ldpQ<qF
zuw?EaZ>D%8l1EncpT^<nxI|ZvZkn!iQkwJ}pO-l_lfi9Ef#spMZgst+>OD58N;By?
zGS#cqZy@zILRIs_u_<SDr(7{JF?hGTNg)K%4B3O_WI&%ol*OrW3zv<#U?NmBJ+(|O
z^B31xtwz<V$+b)VoD!gEPu8NAtO&MI1(ABo<gG35B)rV&fEUWHYfdbU#C_7@MEGmS
zJ(U5)rDJ3xR#|)}%gfkjF%gIH4&cp3L3LtQp4ao~@rz`7M^{>9tC$YnAfE<2u$qGX
z5T~>h+a}Gn@9bps4Ja24!DhJBHlPd<g4#|nRh0WGb1G**iibrf&w11*YqN6LR=_gG
z^L&?H)od;vZsPw7YV0h(X!Jf(tM-!X!nF5@hg@O8M&ay}8V5OpaB@3*ky?-(rL5J=
zcJK7B#yQB$)hMGPm_IYq3n-8b6mq%b(@--=){wqsk7XI3w@76>ccs+r3QM;oz;m~+
zA$@vSnQ~zy(J*fitanFP@+il9mkoOzs|Hg#6fmL$CtnT=7z(C|ROXOOb^#E|;LE!3
z{}A32pt6+bLkeig$ii#TKtV?v!Xw$9FL8k;L9z&GrMtob45T+N6q2B0S;8c?+hYe>
z-#+VWs9X6*H~cav+|u<H2@VC2O4D_KV?Y*PmKR$8oZs(EDh{pmFpr+6r@<sMb6?oS
zJ*9GgndX_kzFagDm0%w3&fuE9Lujq5ZKtHQr4EgqzuLyJmuLqf=^v+KM3+tQ5Ihw&
zS)axCtTu!$CspC&t@0x^<^pDH`ym^6m#C@!&)gMSsZPlgg9e~>i&W6Ge#m@laKN>&
zht#PkDV<XgL3P*NW|Hl2l%jU$C&<#*V%1bq5z@bEY8sZpkkChyW{G{R@(M?MCN|XP
zkM}8!#Xh$;Rr!9h<w}Z~`!OTV4S0$nTz2-X%*f6Ze#j8(+bf9hi*GlTGEj$%+?bx*
zP^H^7MOCtC&vX&_^t>QqE=mD#Zc#(pFu+71eU+ueT1ePN+b;p&cI`^1Cb==4U&3O-
zNSXl`IVyWG@_E*pQ$T@JG8!1Cz)6kjMbAYCa}LBwH#xSQI21V0h~5O*S4BDbAJBKm
zEE-vG%ES05dPftAIVcx?Otd1iq8o9zCIB&#N}Y)^Q+&WyEm2fOZq<#`)y*ScOvPZd
z|B^kZZ=ml{;Db!P!U(BAS7lwJWhAbQDnz%tFlqGcI{APCnh0tyAL^$L&zkG60_`<Z
zAG3=J;_?GjKqVDp_VPNAvf5)1>VE0}V(d-hlFZ|<UqnL84Ww}yTnGuX$rPCZ&0JGc
zLv5WLbqdieCl!|&H*&=a1~=3i8Qe0{nrV^71<M5uQD@xBMhOW_9c>ZOEHt+{_nhZB
zFP`Ufp7S~Hd2zqszW=}f^}DX`g`48Ih4;X<2dUe0E78mf9d<IK8#}bYldfE30cne6
zflN;B=A~x|)E_rya&0>nv1D&GA|fX~PJ;sgc@*PbIps}*UUPE!tmy?37G_c!!RV5~
z+S->5H3qgv4)aV~K!cQ5@*TIjCh5cRG;YT=n5QHe0J*25GZ*#!2#Ily$=ijK)N!my
z!IV@jKC+`jWnAIKXyRDZ1<Pmhq9&}AZnVQ&Egb?+3#vXTf5AC@nvkh+(MZ`9u?0|;
z+Zjym#|<%A1ZetE;0)0~@7Ap@srAB6cr7rhA5y--B<D1hA999i%5vf+<Lo-8$IK9K
z6Np_&$fiYKh%%Z_Xx)IZV-moxR?5(oUCw<C3IQjgOKTY|+ORy#Fl{V{L@<)vSPb<d
zI@r60tH=fl#a$Li)rT+V<TQ4{+-=iP3NXEQq+PUiGW9i&N@{~{h~!H#8u;dJv;FHM
zuUjw&GNQ)18|`rtV@S5ahQ$P6`PrE{!6(T{3Ov<HP-Us6Yd3|Cr@##srSn%LXD_&p
zi*h}zm)pfjA^HW!ADn6R9T|O|6@5&7Vhm>A90ou2$H%XW!;c<&d}7y$yqJpXe`VeK
z&F6No<m+99VCk8kf6Kdb7vom<7vyN=Isb|0?1p=~eTP=CJ1&+TP#k14*}=P>{}l14
z+NN=bUeKB-f&YHJ*>2w(<%wfAZC~7f)T?O&Ff>k-e}D4scCnv}*BzU{_8Q;EWsWB*
zPO?J_0gC*KQ_c5J+`jAMUluTMyy}(%Sz*PheA(9Ox^T5)9L|1ce&*QoS4Urb6WCaz
zb>i6hRy5=J%nv(uYC-mz81a1n^SzLtJRg2A&~Pemb4L3F_jJj@${%+A+J?Pr?gz^7
zure$5Fh(djX`q53mGuYiSy3_8-A(+tbp|r+o+C(M9%-0NE;`=uK04;x6OXxNWrv=N
zG<RAavrfFOt%asUf7y3!J>$a3$JA|)8S6iDAD>5&G4G;4)^~TJ4Z|TpX19X={z=bf
z^poDn{IBkOu?H6tuV1Q9yfxbPR@<S3I+dR=)|3UmTWu3@=F&em{7<gL?C}pj^42`?
zn?2&W*|J~Ypmu$$U9+>HY}$u`HezF8!fzKt>I-XseRujMr0UwU17r7kf}T&Ud#q=_
zIpbMB>i9ILiPat{@yah%jGE0Zznyzk_rhj<^5hp~!wu^$c3(FM?Q0H}!ad$%PL^oE
zzrKI&=@zl|?yGOIepfhLZY=o+!$g~quQ#E;THRGw;`fGS<{VIN^?0PJXlyYrA=)tN
zv$YAq*s*HDsC_oCXjSul>>Q{loIiuV`{rPM;iIpjzby+ls10j~2UWjHL)Y#57GhTe
zgd*3Tie}dfr`=mp<SFbB$G>68rm|i!4EXb#_Rb?8ExPp0B<?3c_ZuWe0$E~<*$PW~
zy26P+#Xjd;u1K)gsO*O(0TY;kO09}$H<4tbf<Q(_KpYM$Inwbj$TIGW4ZZq}Ri+r7
z(y2~zs@%#l5tW+C0|ER}k#L~NVp`iJFP4y$=$B7bZyW0OIJ3E3kiI)@j;OO2lH|`W
zN#|nhU8jmQ$^k40R|4~dfs<$_6McsPD4Vy61d+y8XO20~gcpiaG1d|2t!^!4k@$0$
zu4aTP8b}Wa%1xDNEytLvgXs(_pr0%Ts@0|cl6PcsnJX7Z3IQRShb*^@?V2>i`hhyG
z%);sB`TZt2O68&5J5-m#fJSkMWiW35U$~2-AQHe^GtuCAEwGxZZ;h~b)+XgtABNgG
z9^M$#nKCspv@7umTzd_(!X@xcKb5=mwY(BoCu!1-Gqu(td3ue0t#n#>|DqdHNp*DQ
zB&=$Ig{Zy<^Kvj;)lpD5ZM#Yk^e&_v+8trs2uQcUMfFJQEq1l%fmlRrJ!K&d;||A~
z59Ta*KRl0!hp?<Z0Bn>jAeAtuw}A@gtj%e_gI-^Xn0UUHzaAeM1t~>_(^WAv*`VL`
zg#)yVxt=&o&ua5@s;5b*TTxn9b0fwsmCM4>-Xo+lEfil|;2c(8Lt?tATlMS`izSWP
zG+(+f(J?qTm*G;s379-aQ-%+CxIMx1xmN<j3lz!ORh4|AlZNS`fqqdH);MInr;2of
zItK7sGwSWFBA5rtw4;Epl?MC=z_z5vIB`rwd%%203(sfAO1Cj)&fq)>3HKIn*9TFw
z4A2rCg>^(UFYrjlOeC5k3%GW>7F4-a6I}STsL}O*^^CZ>Nol0krpnpsqhUk$X#Yzf
zr>bkiqefBm&AQ*epc7Bs<{GkIBP#v{#gF`R_EpxIMwM#Mk-z?D)FuPqr=$(dt#sMH
zBjDzUn<B~^FHQnR1FaFk#OUi|gvvP5$p1*?#LZNvbs98$xOQA&1)eCS$JUx46K!Sd
zlHn=xf_LF&ij1`Sn6d5u%fBFq0N|Ny{wAfphZ44CPC`i_vT3=~x`!s+GzT5>5^JJ)
z$#heNv4gIpiQgGCno50pYhQ{=K?|v==)oL$R!Y3Py)}q;7Ok1F@Y5O$*|OxJG*;vJ
zZ5#mA!A`+xWv+efjBu?m;+e6Oh6eH0#+pFwh)YadLXL@Xdromyj@fPl<t49tS+a<e
z<sQlVvneE?w|2D@lx!r;{G9b(YVR%=p%%3!b2G<*TvOndN>c(LJbeBI<>VIy1$mGJ
z?WJbEImQk_tFx;2IfO2lWdg`+U{T-8;<MF<*M2;S_l!hVZc;EU#!Yyd>2!Y@98#sW
z4Gy%4WX5>Xr|ydMxu^~L%oS)-M5-)9$VGKK&_EhOciGvDr9i@4d&-78%mWO{VKrvc
z*cHrnovPV#h$tAgHRecap5f<vvDwHNwu0&cb7`cQt;={m2@cc)<-mB6j08_D<$?9p
z0!&P@0H<L{f$R3kctB|iC}1weyMKF$(36{?ZJ8m`Z1=vERPdK;NdU{TBW>6#Hx|-c
z3%r@S9tGlwYLR*E1d;&))6*Ah^DBqf3RezUwchh10LhCVb6n~|GNzp6Yb_HC8AbPK
zK!AG~8bmw%xty@7A`vk9^X=x{5>c2tbk*vL`JjoZd25piuljIwiKG6UcPHShUYEgm
zfd;U{j%cz94jO>(*I>l>3Z15`+bIBht6ggAWJG!mCnB9XmmrbB3=*@bOV>v-sWs-Z
z{c5=f9&3b>i{le%M3?#8HC~L1gDpWByQK|Hw0)0Q@MBh9oef}WT><s?cI>wz7!}(&
z7Gwja??}s|I^_d{w5)`J`70`C(?U@cRTsII4ztsO24eg^YC2$?rJJV4kd2uA_F0y%
z1_-!4u&jI&C+uv0DNYS6MCTb@vy^iyQZ<2>GKG%@`^<U4BPF>2yY+*Ab!(DQt9-|{
zngFP+eUff&Db}|f^HM}VvQv?uaB7*3ODGVJrtrFP!l-HMRMAjti?0BIWvbMrfK#IL
z)qlu>Kzte>iF}Kugl3v@orb1Y&Cd}31x37ds2LD8x=w{;3=Gxo$46LX$A&j{QpH(?
z?q!(i8xLw(A5T4dJY&!bIVk=4v{5m+XEeU<&aV5!6TZi)_%$m-xSG7t_u)4z683Z*
z%HI19oU_9K@Ufnl{p7p<H}dDhZw_6S4P9vj7*G`^7A;&z5a^@hhAf88lLOr>4hHb-
zm~it8<xYAA*zt?s?>)Xg;Tg10QC9l(gAz|`o9IaNAhC`aWOjeNGW_qaH!htYAMl_2
zX`knqk%k`{VUKy*zT5=RYDg1rZtp*MCe#CMWYi^nbYSOQ*{P2?hNx35x9pKFVL!IM
z`J7d`_vxVRo{zX4NB#Wwy*&;29MtkqK^_^MIst<`nvS$%&R)oLex!f&-S*aQGcz@@
zUDsP=rh03_o=q?n^4%&Qrgcrn_^J-YgeYu(IB1pUs^Iyb);s-3`~0~x&y6u5VO}jy
z`dxMgBgGxz;EhGs9v~5q$hh|K%bQS9b*C*+4j>Utx`|Khb(N(^CV&^a-%aAa4v}E2
z+@9q`Z#u_LW^245Df2gm4?wY~Lip7KRxVfjQk|UH3mB*)RqR(1bUCF28z}b8XK#6!
z1Y)JO$|QQ}`)F)G#;P{);hstl+jk+2p+B;(oP7T3z-io{D`sx(lRMYbK`u1xC-Bvu
zjo#eIi)f1|vz&na{@a0*Z&@z8-9i8O`K_1q6ZLK%zTG!ix4*2$)-UN+%ZcY>qhsG3
zB}+{j!d+}zINIQM*n#VNe}5P9!hgK>+uGZPslO~l+su7Ot-Shh<KCmcY^@2qZCj+!
zn6leM=Ane`i}Odm+4ZC$`iGOJzB*C-DPU9?0?EzB8byy^xQjDOfb0&}yBqua;k!N}
z5Gr7^&%&U-F~6FyBD~h5{DN}*XwVOPNg~^?y^j3m?eD%_Qr>m+*7bhlfzmePe?j}y
z4zWi4PF(<*B%>}wgVDsDG|pdY&7mW(h!T?6A=%Mr<`^h)w?;0O?XBMYW0h4AFjbDf
zbgm<x)oB;LxP$db$XJZ(>r%^-G07!!<eVx|W}**-EnEa@FZymj+>H95AL}|Fk5#tI
zsZlGqaVHX+%jhwwD5#&RI45Z56vslJG7!<_Jo%^{mjo!H3DpCn?$$)BCZQ!uqcek2
zeeR;lv{bFdNacy0Lq1o1zyUckwC2U$tB@2W_jm;xu-uy01bg(>>L<D#8hWB{RqCuW
zG&C3zXFVDv46ee`-e4}o$J2;>w@k~Wg4tOfjrN)Z1gn^(Mw8TvC{c<;l-_Nk|1?A7
zWg-g%^}7g_2k<#m>u>_m1bo3sz%bh#pM@H_>fr{sIqU%CA%XzWW&@*DW@5Z{3CJp~
zbG}`#m9r{vvd*PC=TsjjH5%$Y#CnAV$7{wY+r>+?Hbr~Xgr_N~BM(`g@3W>-EWg&w
zXKTw)Lp4XD9Xq3T7Y&Oxx(#)M>ionKEh*VY7~&8inO+9A2j}>oI{KOHT&z5c0I{&h
zXmQIy<#Ulq5{bShzi}H07?_fr5cr;c+<4<g-#rG0lUgb8)E_r026{uJK{W)->{7BJ
z(exwxh|B|HW%ODxDgW#^@;bHs$WD80qUPvX5Q3`|kN~eA&#$7yz42o;Wyc2y(&V*a
z)T<hWBf6a1q7_boIZ*cpUCz1;+q{bP(~vsPyr>$-ia3^H0MyS`7Yr?VtNTIZrH%63
z#GtmeHp_5}HZ0s%nUrwZyMK^o+%5OeHM9+9T*Ufp%__|wCLUvQ&;Ywn!WZjS@I2a=
z79m6TGnl1L_I8uXY;b$AZ8Z3$rgXKS+ng`TkD~WiHoBxpbcTHm^U%pE*OktviqU?s
z3?jGdq{tKFQ^<Z;`ST086ViZIx7g_olqM(VtM!cTPofJ5iJ4Tk8>T0ssmgIU2(tKq
zOJrH#l8*#ECttNJ=Ol?**dEelI@c64p^BhJTuCyKnawY2O^!k0@}NNDY(KXm)T&+P
zRiW{;UAg`0kJLqiz<wux6QZ!F%8g{tLuAV+lmd_KU%waQgNNu1F&jPiC<tjp=&J<`
zvF~-aL=y~+L!*ueTn518C~Xi@z(5VsBpdoVMWKcP(<y3+3<RkHcA)7ci4=W#3);u_
zeS!nfEZ=phbX%-AJ#E+1!~qac<@x<x7mY?Va<f`+Vn0wAB~0C^_B4|uw>h7Erg(v%
zkZ_K;`4}OiG$HA2ysn7=uXUy9Fda;@8jWziV9pW{OD|e{phrOG0;U~3O&D(B^rGO8
zjZk!XA56`vZsH9?!lEL^GEHQ@jsu?<Yn27}QJfyoIr_9lQL0g6=W{F&JxXe<{&UpI
z_1Z<=0OlwV5UV~~UaT=`=*wyWVfM#B=OU$;nNHn|Ydd|}$=q!ttU{HzW8e{-4%ndz
z1`%-|Fy72U)9sfSmqd`3J#|7-xQhmS87f#DgfWgj83$aXN0Lm9G3qM$Qz8KCM7mv>
z-)bdT76@F&i@m%gaW1wXWI{BipM~<Sjc8&jfU75YX*NX~o7od#pF}&#vCcy`=LrW&
zR|UxTkg!<esZRO=y=o0TP_P6+>1#%B(qs%)R~^ilHPtE$A-P?t(Uj>-13FU`(4ks1
z10<NcRag&RfHHQdQ$3(ygl8SclLmbP=C!O9S7asL^Uc>T12J!ncaEM0u|xUZ4T~-`
zBu<+H*^o})@l8DH)PTxpid~@?%|9~pmIGoAcBxm{v^RG7?73rC+)_EK&{qR0Y62^#
zTVN!g$7$UZtTvJck2XKh{>Zd8>1rApUW&LPwOY;2ri=7g_{pYnsH5js_D`D)z6tEn
zDQuq(jcvr<KWdMx9B7k#|1D(s)yKy>ErLeJKlzt@@2UCsNQ>6V5jZ&b;_tVQdhWVh
z5BD`b(eHnwv%=acajGu*;Ls0822Y`XC5}VJ#_oBfFF&6V7W4c=oPIflyqok3-kkc!
zKQ<L^zrVTRx%*te$tBNsR_5rRS|(H(E=P;cJpcNaJy#DCF7ZO==LNUE|NE1F0k!Sj
zyX&UkY1A2>x*F`?74=sVg@Y~M`gAuA@#3}xUeM?&THWw)ELBBR8AM2Uy!n{)ey*T-
zEfl$+QEc6sfaKBOsei*@E!J`?`O^>b4fm-gxdYW|%#k1`a$ob9=Bo^gjVY0zbk&-n
zNrcAHhg$JY_L!)s^DruTFe{A>8x+FzR<_^<I<eD)cy0SzAhMbd1v#~8qu><EIp>Pf
z3WWe*_nl2KE$?_Di_1brzlQa{mA2fv?L2?%g`lVIi{1O)otN0S93VctN%@#pa?&1c
z(q-=Kv#ifuy82CW=65~r-;l4^<YtzAava?wzWu#dnK8=O2ozfA4!o-h*H($yu<fEQ
zw{WstP8@m&(Vr@xhU*s>9V06DWE?b-N`AYYfSI~E{;jTw&3c{(q^`RZl2CWaET`ey
zpE~LveoC4RDg*!Gd+Q?`mo9BQURJ^-Jj--)t^EDW+qlm!z6cyEK61kF{525f@O@Ly
zh8oQmxC1c$O#K`A?vsZMhZ{%!6!;z)vfuUir?1|UA4}eaet+)x8NUP&EQf*m<Cm{4
zCCu}9#9YMiPcAyAo=uE>?>mhuDLaJ=YdE*K{k~TC=e6gZSAK%o%osHF(c`iVy+T$6
zBA{pCRo%n-_p$$pQJfz?9vaKeD;v6w1@HMv0P*$HEU-Q^Yku(I|Il;rwy%C<J7_I_
zA7BV(o{X%!d-5OQYw4GQHy3`F(agflf@h1O%Yh0?$snsj$k}_LV`D0a76CNUiz7~t
z{uE%^i+jwy80&*LCOL4jjrH~?hhh)(kG3|aglv6#HP%Gv)NfoQQffLG&j3~6lQTxL
zbB08%q{~Zl+kAC?a$CDB=uS?zn$PVmScM=`MY3}jlO)4_e5?j{F<@##>OIPoFeN6W
zChx(VMuJf<|7i=XvLRz=m>xtY^Oiy)z0S@r@hgGUQ=1`L-xOJD?_n(7V5?l~H2@;H
zqFqkW5qacG#Pi5*V0SdYQFZEu1q{vB#h-JY)Ay@REi4DGIvH0X#B>%m>gh$R<-zIE
zJm2BC^PwufxocIP22f!bI1{7m$0{0D<0f<W>njqP8zKN(E7S_qr(xB|s$iHu2z-jx
zEd*RT<&KV@6smX+qEPE%q4`klGMeszxWq-D-5-lM<h=c@{Fxg-%xCgU&A#Gv2@tV=
zSVdT^EadGr7BN2xLCW{|qNGfNzLlJ}mw`4@ZQ)eGP&f9hx}4a^K^jItxK`KbsP(Li
ze6IPetX^0VU(<PT0ft994Zp0y`tnMl>TKIBxiE|ce8e&l@o2rmWc5aT@R4};mcFq@
z&}z|H_?6<6B8uL$>s?-yGadXds6g$A54WgR<_P1^bIu_t`DSK=6)??fT1ksO=wNNO
z@NHK-;W4~+IqQ;!^Hj)(pfmMY3r+BHlQ1U&B%ZYNKoH_~&AF}(vQgc{mWZX|vtBcF
zzmHBx+^E*<9Zw4fP=#N~jxHTeYDb6QTcY{3j;Zw_QLg^e1b`lhaM;m}D9^Q`&x2PQ
zU7na222DmtP>Q6NFgz`zRl59M0)q#gv7}u7-+e8G%hi{&nv3LXGYbY+&#lm2ul_&H
zLjQmCmaM?bbDx{1R*Y`4BLj-+g1$tw&#ll>+c*|CHq`&wS`2`!&&>AO6`=L|@|VTR
zgiHAi<Ef)_YUj#qSKg$ck)%aQRS9USpR_iw+ihznTtkI^KHa1k*S)YIuD1}*rF0Cb
z=y2E1LkpcNu^;?~h9O+GPUK`BF4oj~48<|@01Ny363=BNm~IHG)9eGX8PWgoPu9de
zwim50yF0eWMKENmxJYW2TPS<Uq+E1%*0R$cjiM!#3L{}q{SBsL8(*q1(8z)8)_Snr
z00>CC?XgH?mC**dcRpq+FeYi0_<F&PTfAc$w@O4@<hs;4x)|Kv2yuW6(@4&80Dz)$
z;q$7ef}~sjxK9eeUewGUyEL(5l>XF)#pm8ZQQ!tjU%Q~8y?Qv~0a^Jj)l(ZfpD9$B
z;;0uU=o;O;MLQ|xRp(PpW6kVISH@&(Yh2&B%uu70uH8<C8)VdIQ~}eaW!<@i@|*}Q
zK1#aApGG)oDo}lChG-py7QfgWNW7&PIm=^#T^UkyG}Z((98fcCkDts#uTCO>8ase;
zJg>!ABD8_+l+IM>WDtbO+g^~aq-nM|2aa_EX>=UAa!Xe>RcsIkXI$2Z;1`Ltp+}P5
zhYM4Nt;S&{1jl~k{Lnlv^CdEC(9qVHTiq|0naHFWehLIT`v9%Pt_KbnZ{#=1)y7V;
zs%0VBEOwHfRr&@q=V!k5J+mA;>41|AZBTV{%uGQ*37Mp97|$%Y8W|R!XWjwL$bg_c
zSjGhn*%>PerJzyKIM}Db)x^;$YCPLybLNjzI;9BBMGa>bpMb0^O!YK=Km~Le;hZha
zJ<h9`tU#J{tsc4C{3y!Zi_soP)l$O%WTDq;KTx4&I>_X_aeWIo;G=+87&b;viO-Gm
zzL(Hrs2g|zz=9#x=)yKAaS<O=-g`^>EUV6B%GgEZyUH^~Pz`|O60ifxoO2E?T+N|C
z2ImtBjb2?Hi%8oX?B)^}(fijaCaY+!8*}r55!$s&oJ3NzAxvAeV22kRtdN&x*L$-`
zB!T9Y%KH`l)rTErp)E52nNv1YP?LE^AdQ8GxXyVDv^Z!rja&wXN=*sN#dF*VoXo}1
zQXB09p77iaX;h7Y&1<QPA~JPc88afA(xqV>J)bI!AadKuj>S0gBAl@ZDVQ=vv2}`}
z;=rYd++?d3-JnEVf-w`*=LD1FXpVYlp$w@nnQDYkqa=|i<P$4r_$82X)?@fqp)*TZ
zjtAD&Rl@Al$F&dcjlDyh_Sz^@p{uUfWbeZM`R#S^^%`N>on5~}Or{6vQd|ak*o#KQ
z!pujYk!S5QXEjWLt66uq*>3Y&hv)sx!}$&G^}Y!@_Qtkk>eqvvHITgr4(~hjS^ww{
zXBOM`?42<kG`n))tFPToAIR~qnE%HNM?R+xEdLj@CqZxd&(*@ah0i)|BWO*lOwHtf
z<Vp9R``i4U{{F}1=Z4zQ+Dc=~sl~lLB~a6lTN?Xfihe(eSnHU{Dm+$z7t5l1AHBa6
zEq-yVMds%@dLrVsALjVZuD>CunLNW&?(0Rz3(JR}aa>AsGjASB`JuzkV}2+8WZ=yC
zsj3_AUTPaWq7I!V9yw9-PXp)}xeTuR>*cnAre8ffsrLgWzP+6|cIA<214#e+*H@})
z-@2Ws{QmjD6L}4{{o_wL8OJoY{QAdcQ(k!5nUYXX)Qg|$b7jYmmVMOmeH-o8{>u-=
zcYitUU~=qgsYQ(7_U_JtGiL%0lm9t=^lnsT*%yw}on^N%LYTvC+hbQpi%&Jf%fPi-
zyS{M=Eb_no{rO8(q0#0x-eohxaQ`o(jlK%WZWNO5p5N>LbLu&K(w?aHH~!cDdgkz;
z-Ud$o37+-CyL)CoGC<vjqxb9u-S4?$e&pDWNqn(WOZxlnKlXOcou%C!pDV05zzg)O
zs|}adGB&<>VS_C!D-SW<X|q$qf8U8?$Lj|{9__LPOhyKQ&*x4_6W(c;Q2k1yOL0A!
z|APE0A`7yIGgf&pT%dJ9_*IW5zrq7%#emmRHl%t_SM^kIB$A@RP<%OX&tHogAGU*V
z%9{ez){RcZ$9Zw?l0YbxG6Q{e4{!=6ITxcn+T}f~9~rL8JrJEhJ7r?h+qQD?2gmq?
zOVpRxL6s9`7Wv)*<5e|Hk*H-kDq}ensHS0O2da78Pt2TX=~$`&t9t9Yb*)ZVlJ#Te
zAw#l7Y3zaqm#yfWZ|fCUhx3)-amHkGs~845-0qu?%+1PaUVw1eOF0B%`HpO+(V!-g
zw+)Gpf+k^Q<m_0Mb29Ve>%wQy4XWE$Fw=G)ATmt>=xrN)m+7hmtz7Z5_7b<N8it_a
zh!@*$Km=zdoNO^J7+&RF!1plN{l&>e(WKH#Ja;@G;ZiKyW82yWE$K)Z+`k1oi)>wn
zu0S-ingu(quEaaU!@wG{3vruTj^&G1=J{r(1%tzYIBg0hYpTL67ra1z<yCv=!RxxR
zfQL?64lYR`@l<-Iv3X4_dp;Av!p+J`-(nT=gp4PeJ#exptb&e`m1~AKNy@n(p4!bf
zCs8+7KQ`lmi-G<DUAXVa43Z>@q7;e1<ZaB$K}2Q=I@pW}L^`Y@Fi){Op(wWWGY=e(
z@}31+rT(UBm*)5PH-#KAFe<fP0^3>k*m0fvBi1xKsWE|Bov#F*#t-XbcHF1W8@g9F
zW$WE%pG`psh{z`ClvGE_Z>$oUfxYWymKohB6VQw?YI=+S?h^n(d27Xz5k%IzGR8@j
zP8$eKhiM>$6~^mdklA+;qq-Ns&Z4P7vy|f03lq=vTD!HNuO1NyKkg<^d#o3NileZh
z2`=?mo%qEl`PJvHtK9-#fB=td>{pMxE{WSwyWG>{y>V85oYNHb5*~$J%5xiOk1goP
z2&h;07~|nyk~!*>Y56B(P<o+uwg<P}9RpGr?wA&?^TLeV<&c@Sk!a{v3&5ZbY8q+%
z$E0Nc7qS>f>_~GfkifB{9n0{wZ6}w|0I0JR*7=f1<dvGJH?(<bNg<qJ+_#YxO=2WM
zQ{8=VRuF_^M~)%Pd=9IDUK*SswzK7l*hr?Na5SdND%;Cc?$J?5{ugxbra{8it88R=
zgwcpjBTvO|=Vg0EkQCSCAk%jYBb<n3wVY2~I_A>dUAX;713+J2LN;ke?p6zmeDfo$
zC(IwhQ$2O*5(J9k!A>6-%7dFYwn0C@3ZC@NE0ZR5nv%Pu6dK)Q*b4CO!b-Wa;PkVk
zGPRQf@%4=3KGHy2E6v^I%9SbCjkpNISTN04b|G7~9<U5JPn7xR^3X-TkT5{+QaU7B
z9kPO|r3O?NKjudjC9>OKEIyz`jVz@ji-Q^rR`}LUCDd0U*yKbUJTD5!;L6g&W~BC5
z^Lp=4VzHO^K%??=z?AMRPG6j$OtdGY8iRTtg{vT2y|)l8bF0I4MxL<#(zgU`aIyY#
zmt-FIbqrO1*?cMEh<a+WAy*t}DlqC?<0BSnli6_qk`5b~B~a#209MW5z$V1d)(B(E
z$krAa9#u%m=b}LXN^q@Ux##0Y#S2*ogh%!e4b_Nz3}S{wDI(sqpH|*((frc(zo6r5
zaX5|FUZU=D>FlZ#w<H5Q5}#r*7Zp^Go-!k|10D#6@_-y&3q^-5#|EZ)?vnJfnun=T
zQSNN&1#8ICLV~QDU!*pFXj!B)(GuxlMMqe)=I{zF;<L=V+2Sk-kc`2QBj9>1SYhi-
zPDi)=WSWCZxI0a%b(4d#bk`l4C%FDW^<&2p&_3ACvA5fzMP0K1RYDIuNDg5$)@X|5
zf&SwXO-bx$>v%f1ykHGt>8DKl)bFf-PM{;(fSB?pnGa<{WwQ5h@09XIMw04sNQ!_R
zC*%Irb^pEIdH<~Gb!$+_sXgBW2~T_n7PgcXx3WsjZG|iToQD@52l)JPhj2K^=A8@8
zWrtsQ@x%N7fa19tHt%*E4MAW$%x|53So@DTLU(LW<IKhV$L#OynWtQDe*^hqkIwO*
zRy7PCA#6^vX8aE7jtsh)u|Kq1?HIW%vN1hq`(^f>4A2={=z{&tC=m2;QC;0{A8x?>
z{8siHqL1UIXS7<ZE?qz-A$otfR(Ut=&ucFl%mFY*^KbuL`fgtct1UMMnJ0m;y@7qG
z_qF>EGCV$gYVunC&#k!KF$zff3Lp&ra=Qm@0S=7AeV_)VeadHnr+_6LvdM==pjR+e
zUH6s%_UM=-sJ<ss)2Xc^?~u<7A_5At&qCm6CWp|rX^QY9<3&3cC5aPfHXR>fTqW#Z
zaPfi>`Pd=VDx<X{8$-Jsnum7kYxkZOQi2s)<CG<^yCFT>;}gM3nXyRj?GKu=T5-T%
z9-gq48=Q!OoFxZ$D^oFn649>RWcFZ1XqqUb?*%0`(=4F&!t;bxk&;&-H;P&nIyoB#
zPBc~CXB={lanXMzwq^GAHvzQwF9y2V3iHD4tIh*>GiQ46+yuXos6;Yi*MgD6^2tUg
z4$@gV4T-dvwoQx_GO%LI3}0%MXJys!?(g-J-S58q#pZAHUGo!@*?SGm&!6+`ehVro
zsliQY_8oh+dANaov*7z%<oV}Czfx>Zy(=j`HFGBP`y+SmGz@y4&;VG(7P1Rinr1YS
z%WNNL3Leo-W}(kwfyTAi&#O7vyFooJ?vqXF4D(pqpC6}WV;gSIRqSwahesMh48OqY
z0`Qri3O&YtKUg_-eZBJ*fP3sdy{~8tU6T<I9JDatXT6F}7-&)g{-N&;j{SWQ5S(uA
z+tUEKeXQmBM;jc}<BV^%JM-;h67$qZ9{%1pABL+qE99RJRQj(&9xGn7)Lq|uch5yI
zMaPTkAo#17u}bRcd2ROo6d;|LCxnulTJ3)=%N*zah0Xot#BMzPd1EOKoIIn~DHKy9
z4PBP>X1(M@*Xr1JA?xui6%F_5e{u>sJY<92;b9pP<?rX8S1?AL@gH{ry5HZW1fF}h
zI<#)};JOza^kHONu4^<vu9k^%<aTP!k+ZgU^AdtTb*>pP<hnXuffVkP#V<(Wsud<+
zIwGmqI)C{0njao}_TR4$39YWb*(E*sAmU#TwGNK+x*h)2J4cRL_^l)oihQA~j#nfw
z1l&0!1>~%Upc@fxt};?wNwW9pQ<2Q4Up-7%P`B}o0dGpNcT1_vAPy9-_s|6=#!89V
zT4_w+iyp~lZ4V$^b62J0z(L9|)|-DRV_;izA}?_Js=W58)n%!ua;S$ZjUq^RRU)6K
zD#zEb;=X%ZovYO?P*LBG`z9=gQ-ukK!D5F#vlOd^!@eC)bPP@!PdVUTb*>oqQQVO@
zdG<~H$-w^_6TXv(D1#_C$An*fQj-L)=x?85Ei}00bFG$%Zbi`e6lCTaX%g5_{<s_X
zp<nAinHymod#}h_#^r<g(@(QTkd7n3A+p_>9dys5^MLnS@+zd-uT`DXzBQ!}&&8@u
z)y@ksQKS)i$wm;>I&IrQuXY(4kt^x#n2GCaIgqgmlbA5OHBr7eqEWjkz*Ff|T$J`?
zP`J&rydVwBR6+g*44K*2rZPj*F2&HP`-v3>!S+6;__vV3^loD!@Ji~f`on{16?Eyd
zs_h%Ruo9p=JErnhhe(QXsUuLbw4rLE6~5gvKG{cCKIalRp)eY@MJ?qK2njee)0ll^
zHI~OU%g9+8*^b?G{TIYHy9+oKv%faKzZP0lG>Z8GY6tlJO3kMXl$vh;yWaBu4V6u;
z&r)AVErk6Gnp~-H&R@~LY20@yV<z)!H@@?QNs=L&yBG`Iq*eWwCt53X|L<qKB?xm)
z&nuvnnVY#$__Z6Er}qasWWO))U@Wu$vxNngT$;*ttUlf}XCDPBGzD(~c12rOE-nT?
zsg=sxNT2oSSiuH}2A2SUE6td_3PqE>(lzk~fPF<9fL#>PS3$Ik5HCfXDcc=2g=k4w
zBxhr_p)wnMiR-M)w5pcC!BGS9<Iina2?UZjLW_9r&0!`UWaxk%Ae6ZFQ8FBDSIdb^
zd$KQgp!(cdoz;)31b%rpOY8_u@hue7Jv#1#t%<__rYga<(U7vqS0ItjwzWa`<AN?R
z(GhVH6$HSL%~2|JXOTwA!slj_=EIW}9zeO0*c1K`b1=(9{u%6J@L;tS;vr!Vbbclp
zs}SfMGw6j6ZlVDho%TK+L>hicKsXT@hIYlYO!&1eH9neQ)VK{NcJ0)5yVxu0?Me*<
zAQ6sJLKH`#BH=Qi1T9FJM{$O#J(w&@aZU#6WStD7tdy7M>>-5;ipNx`D?hdGyxzYc
zX^)*y@1Znu)<m8VkwdX<ELCy{mo0>{FtdKV>1&vmJ66cu$cZMhunPupCZ)0{kHYP)
zf(}{_C&y50xn0N59hAlAV^K^7q$o7qd~g`euGnob(at+k(>X4MHF>d@La;jU3!9uZ
z6E4Z#T{AnK8c1xeUmd6jSth<#Kmt0bpJfHv0y&l!pLb+s!1dAoxCBmGZ=SvhV4Z&0
zy5S2Xx(LE3@iR@LLu3YX(HbAoE$LU4s?xHZGitUlZw?QpR0o4}gO)gr;Q1?SY^v|p
zTUo&1`nuNu*2gDvIqBlMd(K+=6eMgCdLRa;JM7IY<$S)W?|ChAg+9nAUx@T#TkN8)
z5H5?vdMx?0ABi~N?6pWDa#EZ6c{!;$R@oZ?ERxh+V14Oq&uZHvcyA7dYF7dGzUq_A
z&UxebU6Yp~C6MN%CUhkp(b#^*@4JbTX4o$3Ae_v5|H$D8G~0)O6LUBTlL4LN5{-D8
zbbUS1I!dQM$3c%ta;+}X7gEWJ*68-(<-~v*NqjI*vc9-OT{(l#glC)o5xzC!;L+XH
z*$0?%3TC^(R2*3p<s%mV)jp{eqqn@K{#a!hp1O+URkvZ)CTt)Y?X+l{KWSy}lIYr(
z>$9AMl$Z=B#iaB_(7r3xbn18_0Y0x@leD;TtMIhufqttv__ghCLFHWv0z_6}GR5aQ
zwE%5sVq#yKq);=nud#_k&xD9^8$mD_OSAxurJXd%c@I>>AMRb|Vt~SJs_wZZu<ZM1
z&rbjFh2HaLjWa4ocmET1yt_Xf(}1;K7u1y1`xPGeu><quySuwSlCO)>9)5Lqf8%wN
z74u;7Zj3HySF;Dqk2ur*CSA{n;rHR=TYc9?*QmR|>iP;xFmmI$!P<@7$Dzi@Lw`=_
z?FqJMz1({r*78r)_m_To^XINdTj$;V-&O56d+tQsjdH)nSZ(~=u4@+Gy+7xFIM#~z
z>HMC3FXL)&-#ByZ(XT%qe0QwjI>^TM%HA(HFUqQTe`Xg98<c;(QR+_F<L(yrF8%IX
zaLq?q+QYrt(KYAMuLAe(CGIkOq|klQyzf;A|4(V((ZYRT@8?%}etT@~vtgcyzn!op
zx9{BVwY}gAc~a4TfV9;1m-QUU;b4Pv;@s`u?*F!KT;Lh~^3B1^AMavq{1e8pS6@u`
zd4_pu?fTN!BW#cM%<rC~w~5oIuJ7^pA8kC=bQhaja$VcMl<}fC88b(EaCScZzH{v_
z#}9n_4CWuU6M8qVvZrWmZVU&1WCYpu0CWU3cdPc|<w^gqqQ8$hWo!S64*FsT_PfXR
zMgG4Sl^ukyP(1zZFR6pg9?|2MCS0UFj`+cdBvtF>?jnk=zOLStMGuzIBC)iM4N4t+
zw{CQ^wjFiv;^)X}+|9O=1{&M`{qQ@*_2Y(9B+P;M3Af6ko36!C!by0N*$;UHdu_Cu
zhmyiRfj{>*fgF9d07ylbpeZVf3L(odGi@b)PKdbYS`U&~SmfI@B0(_Oxe_z2H_8x*
zBiFg*#+}O!)?NB>7`jTm?Knxy=}`wfq(W(w40^AMvSZX5iJh~9)58GK*a<<&b7oWk
zm4QAlAr+MX+DJ(26e%ssbV7(qnT_ad)Ec+b9qv7_v1n(N3t^SSQD*o9YKdeq4@K2q
z(rZPhcS}ms6pYp-#Y9(@yRJ5)r@h2`B*wkO8t+=VV2d?>L>20C+ZGc9<wQV~miiKN
zQ*hc%ny7q(P><cJ1ebj2Oa4bkBnKP+r0D1@J1Wa8Qq>BHGzb>Ym?*7MP5Hn%AWw#n
z^VRGDQAOVi_a}os%gFMU6&$7d`{f>cd~B`VdkeMc00MFZ3WBIhX!$H7ll*Ng(Esex
zFj`_qpOmUMLeax9wyXu5&$FULFXmMKaD*~qA*h`id3KYqDy2pybBv0ytL6jtc{aw7
zex4fXBpjRzoFBys`K1narri={QVfT9!yRZ!zd!^bU26Nn(c-DQl?D7&AOWX8=HOvm
z2*2j!401;Y%rCiKU2`U*>4C4*r0PonEp6H1rB*BED{rlvyIp3OgXBod7V3VwiHV@C
zx%k>8Q!DFKD^j^MFaz^U=-XVoeS_p$Yn8^6(7N9Nd$|csB|U6iCE@qCEkZ)*rE23A
z+e5o`i;i|fW{*U-ue%Q-BZN@|lXh*j^Vzk6Ke|mfVe0IRc&pa>O&@!*cHwMw`y`t2
zxhK^V8@syc2aZGyfVRGyOxOX2sN{H}0}Z36Hng+GMgkL0MjZ!PjQ<1^7|2-VgMRs8
z*?OzP8O3?D1VqN5MTKR5xirf5>87Y(+x5xx6ws=@0RySlEMpkaxw<HAtLAI4voOcr
zh8RUwnhaG1&&~z$HYmb!O)3x-ql067f|^1wXkLCfv4YkOO3q36xJX?hGYK7e$%Wc2
zv*5_!{3yT1qVRmlQl2BLQ9yDjlF}loR^ix+U_|5QG+8M)RuP!`U0!K;W3@*DPAun_
zvul%`_!#XRLbjhMxctA+J~~X;mAN{!v93X27e~rPl3;a53zJ<GmK!jbb#FQePTYPo
z^|oA*xZjIe9jcIo0`>v}zmF_9-l!?1>1>9hE^}DT4ph8MGsz|hVH;=VzevRz&GQKM
zk`98~h8b&T3Xt1p8neBCr?gHg?f8S5;9!tyZ1ftAHj&Lud;%}qCu6m_Rpu;6NdkzA
z4r9yXtQRP9$K%j|8kDe;P7WbU{eUy&jb6cEz%XF2+EV8G^%*Sa^)2x+k%)**sE}tW
z<W_CnYVs0VDSiZQz(x)fIE=++qElSkcSBSq7f3`kO2`3gt2D3i$}6**RBW>8P_})l
z&p0Sd$Bbvt;tcE4hYDHk8(V{@3SXq_8&52cOx4w&EaFSf;oImslP_Xr;?Imk3?-aP
zFia#m#6rN{EzDtBPrp+M{w<;%(2hjnHy+9YHM8jWs`OPiM7@XwMZ7q7k+=Z$Dl{#a
zUv$|JkC6bFf34fq9<QOnK##7=z_7BTAG1WYOGP2vp7s6<(lj%YPk<_gEpF*_z(|e7
zhqpX+$xk6|svRF8*+U<!Q;op1#-W<@n+BJH2bm15wpA4QtWR8w4~3>&L&~QW(fM*;
z*VaZ+@?sLb*vrBM+yjK|(<%nnhwUVNu)_?@D`A^!x!fy`(rtyUR)S1h+lOam$VN=6
zmmf=@1=X#fPO!Jp5!oI&RNd12>ch@Of8u1j4LYB8i2XVSWMYtOyI;$Vm4YVeu9;z*
zy|FE0FPiU1?y>PT-ghD&tC{ft;@N}U0GiyqX2mp&L{NB8f%)({)@J<um%IPY-TP&5
z;f)vRr%#-y2|8I*EIP9AqQUTb8uLW>e$rM;Ud%zGU;O@*5{kZcEOV{jj_O!REaB|F
zI`ra%#6{Z|`}pl~-#vc5Gg5W)@%!)ePYe7*$*un46Munzuk(5pXd2qEe)Kp9l8t<{
z(uLpV-#K_5S@-PZzH`A2`}V;p*#Uo@n%c#Pyg%Ha6|9FCnPm~wiiEf+4yMnf3jJlp
z&<H*BG0-E5<W<g^Rme;Sm46sIr>i=}eJb#%T_(^R7|X%t5Risg&(06l*CvxF*!gC0
ztXffUEHCP%`E)Yh2p))2OJ64CVsL#)BvMm_FQ1Rcz1FnI4o&zRqUN#l3$03#sm8|W
zDMlI}3q;g<M_C|e?~#T^c@JH-KC(l3nPPb|JX(d44fO5w*o<ARnhnd>tBdUhQN?zd
zJ+T*A4ipUqAbVN<p4E$+)UCXhm0D;4F<}}_D)`2&o#bT%H4y8|fxco5+cj;iC1V^Q
z2B`oVxsB5UAK+>&<6FDx5WI7mxzm)YSN+>te>4wFAyv_hj5VZVkrMM9wI%XsV)oJ9
z%Y`fxAkcv~UM=OUfpsmPni(4xs%0#rLAm&;io4@Ub*4i6JSi)4m!_3@M+?T;EK(7j
zn+HI@CV4r8*cKs}APY8S8MUfKzI?IIa_Z|SnrQ`%E02IuL^F1mCl{?uKRVEJp_4Zu
zG9`s-r^*hv72TJq2|`M^InM0-L7Ehzm+i$4%JOrqU8ZEtFX(u{iOo|$%X}@xD~xHj
z+f>i(+ZSIq90pQW4mBPj8aFD8_8cHSsN0``&hYe%KS_MMPGbJ3GLnpcx$A*p+2$Df
zL8aHn`fs28@@4snGLHls&2@~HS>|j%s$d1D(IS31to1unsAw-(o;1G|P7tBZURzX0
zzx!bh{4(L^#}`Ttlw1o5Ilc3WhK;@M$2%}Q#(n1K-=B2?9_Y{m&%Arbu&x0=KFtMR
z{v)};?GNl(PfSEfwDiHv+XpRf-c771*;!I@G*DaXwz%w2GvoOVktEv#(HHcr-Lsxv
zTYcujKVj=Y&g#m(%B;tG#M=#DI-IIK5(4sV>>qo%``6E|ysPi88VyydYMsXK0=mh;
zk>N30+tQDn6H1%EDf_20%Vxg|-^t~dijD2vC&%~zY#BH4sc|qpr{V55JL6}LM*VjE
znPJH_X$aYHSMkBDI&D8A+-7uo*Y4=QAE~Rd&U8N9%G2Wd-VXl0CjHlPTqr(1-4=5t
zMExYqptbbe-XpuVWgc3p_KfL&K^5fb$z+p80d!k_Rc!suZ;9J?Zy{I8{`|n&{f+Hb
z%zhYSuFjLP7k0+~%1!HhCya)Yp=r@ERrM?lP5TX=?ec*v2bDT)h$T4jCU`o7HN488
zm(u4q@7LuB5O1}pcy3YL1hP9zU5wShP;v<l&Kl5gn89kS6T0ta>wP8C3<Zx2lPJS4
z4m5UJH$^(r;)Bu}1$+>19iEg%SX-wppuPKOp#U7~xtk^q8XrYZFFp`t2!6(~hr$TB
zj71HX2LXa2%7sy{>Zt%xTvFWZzaT|itPG%M@;Nm3jN;tsH7jgJ|Kg5%uTo`p-#_m$
z%Mq9R<_o`=l~IDvy^#Bit<eh&GDkhy4N_%72U^ooo_!1+6{2`AHCTp#Ec={&H}}(e
zWbA$pX>yG^#S;NFCmV%gm#u{q84&F@Zkn2Q_HHn0oFr6fU~qGGMe=PZeW+j9)Yi(c
z@MV6gj*yAKwmryP>eOOvf+T>oS(oBz5%p}*V9I(eeSmNM{}K)gSusLQZWmm+*2v6Z
zw*F5WOOXN4SaD=ugys6{n!f)}0*k9n$)TWSlWC`w3JBL}&fKdy+zR(nILu0uasLI~
z@7f3+)RY>a=6}BMFDNRDx$-aQ**q!7wc_a=xdgxinc}2yttRdUuf%0=F{Q0-=Kly{
z$xup3g+0^u=;U@vJjJ|_mde@sMc_PV#h`nX?5KAqEK&w(jPj`_9&gdXOR}gh3Rrpf
zABrVA%sa;cW-%oSqev(rxC1&IWxT!y%FqX$V=RN)^&qWVsm_7RB&7?hpD{i?Yw;2x
zfQlm`-p9eSeM_ubCQ;cifKrL}n<@~I)ud8KC>kXea`K%lJBYqK9kbw>CWM0O`<jwV
zp8_4gC$+=c2XMe<Q-sJ;vpCitTzappdFl6zGm)2soFpY89%eM<a%+_8L9}=>?^3`2
zT%zrwwdJBIw>>@&p-L-0pusgIpe!%P!^Gn<MnQwoCd}GFLndtJ878w(Bdyb^q~^j|
zUlnk0Pw-%Tz>X^T)U@uUya<%7Xk}`^@ese}u0ya-i@uJqzT35cR4m7DiO7X!g&%ai
zV&A@@4|GvrW$0ezDi26~-P77IJdlcIF|D7^dPoXHlPetTEsJUE=X%R{=Sp>M<gyK1
zH$9-%4JD3bfhLKb@a@9wXP2U&`~4U(rbah1ry=Wu`Y($k2xFI)fRch4^Oe{?xPmIt
zUhB&lb5>F{X3T{}^t2FqU%7Xy;7Llah;_)eo55t$xlB@dQ-9NB_E0ONC`@tL8({b0
z?Q1x6@~YCr`P{PkEClo2Wa~6~()<sLYb2iow)sVuLPQ%L5KUD#0omj|AKoRkbpVoC
zbGAmM2wrJ;(tFK%VtLta!~J-k1Qd{88Z)4Y`9LWNlVwcX@<*neRT_kDlAtSQkS;n)
zLa5+@%Ss{|LBhYWR+x|Gp`#`_80&CnkGx4Ee4!bV4JHA$V>uotugs6H3kyk+j>)08
zj1A5qu-BA$8l=VxOxld3AM(swOu=@vpo>O}9^fMo7BZp@i)?c=G2LEyx|w3$ujI0Q
zvOZHC-4RVNT$J<BK=}ZoP34dWnR6Z%vLpMOSPbKjka+Np-VHh6>5E#{bQ<c@%?IGz
zbI<qt>`!)?IkXpOu>jNa;qI1YLV#F$L&KsDm1{+6ukJ%M=PJ{jP&sHGin``t-2!%J
zTvBFbzRE#x8=VdrH-!akIY3wO&O^(<S$=hEDhJ#%#XhU8Y9tk-c@^bttI8xzfyldl
zX_0W*3w~iVy-Ea*vIQ-nG*V?=!J&A%iF{J>5{4t-uyWkXt=G-@vH@hop_ng?51e^F
z^5dgJzj@i(Wb&ieQL@{PE8o98X5&dUI1*A^@&z!N9!RV_E2w{Wc3=G%;Mx>rK3gi)
z@wPvei``}Od?&mOK3!6mAOi|)-`thf)t%pe(xLFiWZ=^m1N%-4e3bw=CI*g&{QPs#
zm;S%@%*(biYDa-h9{JXD8x)`&>~6{crZ&O<%?JtheV^cYz}?sP=tX~&|B1>Z?&lVs
zH?)Mi_wI`_u5Ibw+y2)^Tl>+U?s)PdO>K5x+Uq|yQ8ZWhQ(#5wkIMZmO6qxoQ_Pd6
zely$&N8gs_A$RWBU4Q-KzA&BWLuql2@7ezmKLodJFNHk5F+G0%Xh@mgi5q?=SS0M=
zJd=~sdH7_CX8%QkJp7A&znyz<C;0*YAD3evey&J}@-K4-xj#Bq3_g~Zorm26^YwS%
zwaZVg^-!P+FMMY2ofppn7{?>w&BJOHda=<iqhQHe1=7SfZl+GafEHxrYC&tKdx6?4
z^5d(sPmbI%7<COfRoF7{?)*}zi+)QCKeb$kd>zfm#9!S=QMn2hwbbw^M@Tn!BeEMe
zX)1<n9DyB4dY;Dfo%<oH_+fPYZ{L%h{Em6Pyv(5e@?-Ztu1(x<?GcZphKB_w%bm2}
zopX42Wapg*!{%qDe;@mMUX2~8%GUky<!g#2*KEoJU023|A4juGV9eZv7kGZFIr5h_
z<+|r9Tw~a8x1q>yT_4wHH@=4yx$xVH-ynAgJyY`s<pzJfQe1)^Ib;K5?i=gw?9DCN
z?aqMLxMP-JEG_Fit8sa0s<7ZHzOun(;`Bd5#=qM1W}xnqj!mC`yq<aG=073G6FEB~
zE$d#{wZczp)+}#@dcXMk%;s<7{wHo{4$b~#b4|!=S^x*Wi_O^Q>vjTp5xl8?>o`ob
z!Pf4Q4Ly9PzuH1J#Oj)GNQ~5$c>=$?IQ0xPE@%!qmUSonESXznCZ!M6Ym3rn5|aTG
zxd#Fr642Q*O+#kN$IT3>@iCMk^+ywo-k^{jECfkHO`3;4xZ^qRGE4}v3q;N(an@B}
zwAR=jCqaf<IyOdXH1q7<kmt1d`R0H-+Oprc)HT;`F$xkos$Hn2TA5Cw7w|-;axLs8
z%#_D;j&ohIqb5dRNIRw}Ds*JO1%C}zq51dIQV4>Un1KffRPkYI<_79)Tm*6zlzww(
zlrKMrP$g71&zcZFf;e%n_yqGQu9frTGSuUGI#9pTTy*(t(o-43QBCSLD(@J!1-SWW
zW;s58XuieA1H^S8zdUk<sTgx1K+$v^Wz14u$pPw|HXydR{BddCaLeAWDB@xZ8V*^Y
z$K*jMD$`Af<g7uXddfbt828eOFK8?rN97l4QmvM{=%JvY9Gr8Ym};PSQSiWnEe#U9
zhJjEzW|E;<6W3*Q$k^mH3|4NXmGyry_2yAY=WX0SA}XY*NV(j&ATUr(rpS!Tn2F|s
zja$|<j+(iRONmQPE|Cjr1-JWB>EP0$X1f--lnWScGcKi#5)hI)IxdJSn5gsn-oJC6
z=RE%J@f?9KpU-u@->=u{{AGKkYIyrH2<ul-bD^!bukkoILL>Qg7uphdsAi=&X>tEP
zzp9N^6B;0DeonRO#fL2t7=rP*SiQRv2_^p~)vbeGpe{R68_w%jjlg}d2#-0IV-Y;b
zXFFGlh^k}pkcy^#!6r>h1h62O)@r{5^-3d4L>hEm+_>6GixNilLy<F`O?%zf*aTEY
zNSkWy%9T~m@wx-b*;eJYMt$-;7*ICdcDrXsC2yjXORXwbZs3vzDL5D+WbzV^{RN8i
z4zY-XRJvMgJ9cTr=__WmQ85lk4m^=<zbfQ9>NV;K)n_R$^;lOyvEk)HA)r`N%Rv!B
zC`%cKTJ3u}(3s33pq3OPK<M!zlI?g|$))lol^LV~93e_m#&Xn*mLk${TTFE$_Hk3_
z5~_;L6^XO#BN9vPDoi9;LwIvH;H}`tz0B6O8(~2~Gy1tw!n~R+cW^k^iy#WmmjGCj
z;ZG*lBvyQ$lpXrDtKLIlut`W&Zc(C@B9Jv6q6jk^*3g#9ARmLhU|>l>It#8DYiB1!
zF*ceo&92jSNRQh`?Zc~Da9>#!O@LXxC{&T(*V;Ri{}9+!+`JsBPzo!~+tv!mo!zHh
zPmMEKK$Z6!?H;qiiHBXyjCb=~rsVxiD&n}-jiTgUuTb+4FdL*!#*4ZYhTO@mKqu`W
zk4oNT3J&5&l{V^rVYhY)+@AM^rGmU$3-l;Wmu6S#d~DD=0tCs%Cd-H!PF^TkOE{{K
zMORK`={Q<}(q7nNvPLx`uNh>=Og15}F8Q0q2g4JnG2wjo;q~?vE!Osc6}>W0!(++O
z7I?`NS>%dNUe&*#PAUgIo<&kad2*U3tnH^)H2j9m8ACUDBf`LBacKoQ+{6(Xmp?#j
z?T0!x>S{x?JixG;Fv22H&Cmw80Wadd;>RYbD~wX@giA0T+<IFz+azFx-ML@ZTAE^u
zh*6hw0B>9G)Lt7ffq9l~Rf@?1E#uN=mD-G^X6;?JoJo3>bF6G!qOL?nU?+j?(Mrup
zYOnJjqWf}Co0Zcnkk-9H!TX*!tthXst$ul_s>7CmEZzh$D~7qEaR!@Sg0@MdX5v;<
z?eUEwcId1c)KP8R**|X48lZgT_lx<?{P*aI!oXljE~BVpNlDv2hSDaa@YKBxjLbbA
z{q^LR`}OX=LZ2hQnEZIO{`kZ>XD6QuTccB^u#&s`;5C06pFj7?-#G2t-SgzyJ7qCP
z40mVF)SbU|S?&%&<@|AW>R|8J;Y#jzkDceseuO@I9J`O18GU%)sUJ#BTBoyoK7fA1
z9?o#zzxnIqnz65TPD;?Smo>+#Ufwl)^2Dd8?s4q7yXV$&QYrl~Q?t7(7yo$k`@)^a
z3+K+KZr(BU{cm1{(P6KvKAB*j;*EPSm^P@&_KvN_%V9xPPnF_jic34Ph{9wJ>Uf!{
zx=SqFMs0p+%eL8}gaFC+O5ueYF49D10E?q5jo#=}w{B|U{tJ@6EwPu{0Se@s1fz8U
zOH+IS(NSB<`3J2P<B~%b;RUKTgeZNxbbwMMUp{K%C&^5-weAd?FakbBVzOSIzP3Xi
z6)3LtdrGpj5(Hs{O=o4RrOS6YAUacs6jm5HMDst3Z<n}838k475e$^1$1Ha;>U_%N
zIZw$?tkc5cNEC@)p|3`GY2xI^atk^*p<_yJ%OR@vS>mY>c1>Gb&t2zUu77wnKxH=I
z*i?0CWn5Ni>4NmrtnGg;GD~c^6bih}481`5bW7{r-DP|GR+VPdg|!8v+QEV4P~40u
zsG=%wnAjd`8Lvj^7dudsj2qLEn;3ce;sU{*8g&WZp0?$C8NVAmNN%Yes`aQeRSWiT
z4PzxOLE*0l`6*#tGnCSuB!05Zab!gW(o5xmD%#8YTF)PusJSM{o&`QS&m|Lx10>*L
zopoGhoh1Y`JG@f*PS*GEk>HZnkBY&2w(YxY-oL<L>Uusmp6ggWVLVRndKyUux+WZL
zGT*EMBo1g|YLLIkt6J1V?(i`>EyN+3&MG3=Wt3=QFpcdV3U*@GivGqjj_V=n!{nff
ztvYhT##V_2tRu6*rNI`YkxOu)pn0pj3o`kdiwv6m{7k<syQzBrQmj%(laQV}ldHU-
z1|>Pbi10iqeyn|RDHAUYO2`98ct7Mj^D6ZA$`Ht*SCh8oOu<cI#HtOEj!M$AaBP(P
z1|)ngzPVBMPtuJ?{3{-hK!19{+;9Hp>^;&(PEqZkIz0G?^!%xVc3(6uN`8+#dLp{$
zXRjBZjed;zga5~0hre}lDI~W}@2=RDq{UG5;i9qQ+E@>ym@>Kb2jJeai~rw1=x#LM
zf7VHGxw`(=7kl?ZSL*6~8hmbHv!F%6dB0`%Ry<kLtq44@skD2+CvG(J=Tmj?x2bWd
zW<_dWbuk4l4=-*Pl>KuxtF9MTPzyf$=N<RmCpe$GSDoBZ<#f#PEBle$Baz+ue|`Gu
z_Uoaq^^QONQ07Ehj6K`@hJh{n$^hOvh&nok*g2iqKP!$C`NM}dgM$A0?RxRg9``?B
z_uY29avh}d2ipi|1_XPereP)KtbA^GVJ8KpU*2VW7l`$YJMja)Kf7H2r{l??XIOQ3
zyz^mu@>%$05-Op7VTV!w^QOJazaYK8bjVQm@1CH%KMFUoN5UW7SJL~3!2b5w`^d$&
zU!I4;x!6JN3{!_3wjDx{4(qiH9j}^!^;Z?h+6|YV{Q0K2;Qqz=vU;WMixqdGKSGK>
zHfr4t4z$rBR9l>DkAb+Yz-0uKb23oT3N)m{GeZf&zO*i-cS{+EQCB5+-JaUXOarU@
zuA8rA4%F@HqBN9#Q^5zgU|gn?qub8R2CoK3?A@UW4OpCrHCIn5Uc}AY7A6mTL6}Gu
zmm_fFgER#@{yuN#E!(c=uH0JacTY<qG*D#4C-tp%sm33}#K)cx=)|~M5h2Ls{T(YB
zA}eH!vtzYZ^lNbj)TYQ~Dc%}5R&+J!DQE_{bX^F$vo8}^+>i#)Bm|>cEXCLu5-RoE
zmLe=7rsO?2`sfJaiBUVpu1WY;K==C%p~zlxt>9C$>+X~rfWhqoD7f<@YnWR&U~0np
z&wjaldRp?9q}$p?B*rjsX2;W*D{l&_f(%lAt3%!Tw%FFidGnC_@veuZ(bB#<yZ903
z|7w{1xX<*b#LT6e4z1abOC#pGiFcL(w)S6=KRaYp%|Ex@&!;u5-R$xHI=pHUw$nbR
zRItNom|V&2mof7-9SFM$;4fduU+=Nos+#)#zU?}5?qkNGD;kq(ub(SP{&S$%Rw#m$
z?kdU=#l*gQ|Br0h=>L^1r#4T}GEQfC2WwOS9Dt3+>=Ji5F#VdcQ2~5GR=NW_baaGD
z{`+>pZemTVC3Ko<l>SW^9S3cma@4nFl6=}>hHeOIi5V?1x+|@x9@y;ATHC|@D8%@*
zL{WIf7f~8|EbJOkzeWpy{0D(K9fBrvd&P#kTN+h4<U;Py!v=lUY=Yi#wGhcdauGge
zU_d7{MeV8JS{kPffl|iJU0TUGUJ4{9uJ+yi7xZ@ow`Y7})3((irQfLME<8$X&EC21
zNK7bLFTt6IaN^BufcpWF@(>;k$iAT!U{S|2UZ6{1OZ&|&eLD)lHY;f}zm?uRUP|9v
z&FH_Ntf5{xB`YtXguzEOIPH{@9MxWI99(awe?V@9BXBT?#ik`n#=AsXF@*m5fpPDw
zMi$<7Xwb3DGhf;Sgwx5|W_F=#fYN<x{X|o=fu3T2vo6k~W&xm5DEzYQevLFqOlhCA
zD@Jc|bj4Ogy&^mst8q2c61QWj!oZILIMBfUydt+4{US$NldxwlwRtA8V<=~3kXG{r
z(=KuV`XyOu50u{<01bPvb(R&7BTs2W#bN!Y@D9CZI!akj`GU&88G4iL62VZ_fzcsT
z1}l|>&qk=F!<bx7c64s2Xre3LTp39I_7|B6Jy-P%dWH&w-$ty%ZEP&b<s!5Sw`}Ew
zO}UlmDnqxEUA%>K(<rjUMI>N_HPPVRVZetGvA-Tz#E%mY!N(H2)bZN*XuFzSndVnK
z)mtm2kzv)=$A?u7DL7aRc&oiq5lBOd4QD65KtsJ|{M_j{RZj+iD&l5i@WCK$_uTD4
zlV5b{I#^^pQrfi}BX60$=4##zL8Rz1tai}yepGQDfIcXgYh<R~a1LKKC+Hc1YC5Eo
zwhl2pvty`uMvcVMCC9Lr8*^FhsU2VC>HdLMq2#jJLQ*Tx*HlfYq))~m9Xr=zf)Y=Z
z7fSl2J2v=LG)1pf0_O2Z2Bpw)mZ*DIy2UhU&F<FD*k2IYycX-Bk+d0%l%{h1BHOjP
zJz~R~GL|=W?Bv--OXk}8svrZpZqHpPmp3%`5g674ySJ65Y{yZHqmhG5rGJw5{AOCd
zhrDXIm=^Q?P+f0yXRZCY+`~r*`z}@`D4n~)HLiaX;2UV`_47=o&hUe$cL#48jNQgM
zzB%YuYI1h>g4reQJJOGTT>bC3;84KxXBw>011*OBSwJ)9hqAf`_9@@85_c3<$DP(&
z5@5EIoSWR4_NiO-y}<07`l1`3qG2baoSXtEEG*<6j0`*FTLdQQf>mgSmxrU~vK16N
zmw0F0>W@C2f5q31!qJxd$!(VP9>2XwXdf9aSTN=9w|Mm5gF1p+%8#^uda#eAd*-`E
zWqGg}HzWU)?^)h^XqKa1O9IFd=zg^bV}r|@ubH(Ln%w#AhsA4p16U@KV{KdF*oFmY
zVlu{NGftM9jSWZ~O}2lK?I6Hd<prR-$FnR_lI@Z~vnqMq9<d^6VEQadgdw)e1a>`x
zB)M3vqW}tA0bZ((iBbZPpk%9TWdj4I2VjQLI*rxf42K8ou6cw3hzb(QIgSTc{W=V4
z5jmmL>Scg&Nw?gfb)d~Mg+S0Nt&Eu6B1F+E#Er_$k#-{hiIWLr)%2N_nqvZLTt=#d
z1MW==M@FF6tKaGATSJGQdQ@fROF9)4>jCQ#L6e1ASm*Rg3)D5teSC92{9lmO^|i7i
z$N#wU$NXpT`{~O{gkV-#D|6#1IAwABf<=_@FOSFnsrUE%k#Y0T#eF}Glitjq%Sb<%
zRdkb?r&;u%`vrJLDW0%kRxOk0U}}ri&s^N+?t8A}z%5gkBkp=-kFbXhAvdAtpeSy)
z(p(pNM~!pONUgl>KlgJ7ACF#Lc;xuaZ?m31g0UNb#Up}UeprP|Ur;Z2FcSLr5vEIH
zc=Ep>oY>#4>On!ppY7YzN(X+QJo7YD`@b8tcbMeHgNHmtWWuq#shKd}^Vo(M{>YK}
z<J}`8^UJTi&rV(A{?rJbf2>r#{=P(sxbcXqz2;e|=|;{h@+)wiD;2b@i@wi^|C18x
zY8PN!q88O`b(F6JiZKW3f~$Dd<Y~;K`Gec`PLCEV&YWtaaP~#d0P*NIsH1S5AF@h3
zY|3gL<^fBb)7DwRB^fV6?J4%JoxtYh#P+L27<eiem5Yp57aHK~)uvq0V0v~i*)ljk
zC%5-q%FvDOSr2M~ZiKimEOxg^m&oG)Ef@icj5TyL?ikv|!TQArY<YeQlOJYr43*0r
z>QnW8#^#ogfanFsKn)eIF;l$PePT4O)Hus0d%W9BglRXBRME;yY^=+z9g232g_qm3
z;T!E=h3Se8=Cbi8cDY$A=F&8|)WCX!aokkZBeWX=MXwU(n>GnHM1ra}bw-YU7sW#e
zvlFuUK*TgG?2??I4+3ZcVN}CRJa*X%(XE|s%jcC3ru*TXl{vJi6V1{sL?Y8Gk?pp9
zT?#6-9sq76t4SaO25w5D-_pwxhw6LA&M^&zvO&3Yz9rRT=xtWYIaN$sep9Zu&}EjY
zslm(TAqUmV2Pf^DWf?V(o2^*Tb|oD%gQc9qCmJE!dAqex8og25{R>CA(+p07Ai2h~
zn)sb+jZl}TTJZ_^c3Q#v1kM(;SN1Q+4=!{BI-OpS&~et)TqT@2fY$#;Txp<NF@RJ?
zma=%vmEmMgCq}Vr>FO2pT=kROfYu7s({y?9IeJ5bNi25fid#rU^MrYJMu1$_WL!M?
zQBQdlo7-<gGyo0YX6?5iN|l}?372;7gR=goQl{HhYyemw;B&3Su>vTOO<cLY4pABl
z6=5!sJ07%VqCNZSGR0O*1`TD@G53)JuZh*pN<c^xbt{3dh<rNM8#o250l@7GlZlC$
zrHd(utz5AJZqO1M>b1KL8C2(UdqsESb8L~B&iyjlWlDjV{~@s(n3`<6PFNejDN|@0
zpe(WR0=cJr%~`!_D#q<;elNKbVgS61A&5^<Mn!8ItDwQCMcyh+?~Rm3^S!ntmz2ZM
z;Umz1MjNbWrqm(=2W4jy4Z&01QN43`eqvM$KqXG(O{eN@KL@b{*4agm#FgOzVAKUY
zu&lQ`E#-8IR1IrTbFxuj(+Q1`$#n>6g^g{SkgEq!7GZj&RDozp)Z7=sA--muc)Oit
z$0WlS4V5QxnyyNaZ6q~m*{?i13{~To%at{MC<k0ND-kn(USGkzn5Gt4{0wifzfY_(
zu;iHuhHwkeZtXFsJU*;Ax)mY-sSn<dh~pnaZOeDU#&S$O6g=|g0J86?s~of<!$;Aq
z`X}RK;_SfAD{mvHR6tZ`vxMtTQM=@7e&RMr!UuFf5Gb*nhG@jSThrswK|($Z(U@f(
z)j5?u$7494A)#r`WF1$kyxmx-#N$HqjF+|5MyK0j?dgeB8(FIr*e-zO9N*H`aW^zc
zFHdmE<v}Z;EqOhIus%`V+UfOG=WRBycEm16f{Gyw;$;g=4w_U*wn$?j0HdVQs)D=n
zA|As_;u8`f5${jT#9G>2P`fn4LsYc9(44cAb0C0OHZ2L2$GZnYW;3j_(Fw6K%ZSU=
z`1>famnF6;|LvX{GTzzk5*%#4JDET0SqSwj*cy<~d-4P!@XIz%xSVG_rqF%<<9Bng
z;JU-7GRra@Qc8lIhcery->wbkj2xT)^U1SAE@4A@i`D)#Pdj(-a($pJa+`D{!QCOC
zbn`GYW`9_*ZTyo50nefiWVu$4_WtzS<7cE@d-SPa7QhD%EP;{7edapD)`jO7<VL^f
z#K480BF{S?80*iqxOYsr`2%R)yUcww)=zixZz-e&J`8`7Xw|;_w&6~C?dew^KO>Jg
zyb)%e_bF0-(S5c_*XYoKkIUw~qLSR(r;7XhFvV`=;V5Ka<YBy7-gX{r-+K*iK6mMI
zazDtBPf$DObCb19!tr#go|B|@?0zvzIZVI3m?6dQzU$KHwYJJ%Nh2&m)C&$weUhtA
zxi_beGe^Qv#%$M7TyVHjoCh^YV>?&B95pCbmv5?i4z;3!*0*NaKwJhDv|IDyl7Awh
z`ZG5j(4;n-35VC>BoJkO(klgdc$X^>QEYfiP1K-OVHF({4?LLVh8P63Fi@x*B8?h!
zdG7A?O-DW(#1Yn<(WXXN1k*TZ9BQ&9o`Rkj6r}`ZUv_!*Rhns@kN}E50Kf?yZue3`
zQYvI$px^`}ZdKEwrCF#ZTbPyNVAOK<D!+RyuJ?V)QD}>2?*uQ&Xv)02vKs7g{r;5L
zP(214Jmmod%);6RwVKg0&K_jod0YfV)sVtc<q~>Hd@?3m^noWA3MO}$3Yc}@v!yVE
zq8?`_0d5S+swz#icE`;o#>)(i_>605y^fx*Qc<o{Z%}KV2SUGew`nKxW_jT+{q0`F
z_SsKgpjHgv#5>8K@S-5Sm6-ianO+(coa;Dvy()9+aM#x}F{ODuOORo?@ynD1=1{@v
zrhcRTX7(fwKtAOnD|<sny+f2gX5)=$no1`=bi5Fjgb*#wiwWI$Uh$TDE4<k<nM34&
zB0)1W5LCB<A+g3_j+<(=7pXKgd#CEyQ_E?FNamp2zH@qEhzmm){Y4{&<d@*4qY7lo
zMt9@)%lXvGY+M93Hm#{!d$%J8YRB~QG7E|ESV`-!Q{H<d-v9<R9F*&anyxfy3M6y~
zBPoZMhV358goI~C!~q+FaBlAz1DcwFU^f9DEF7kK_~q{J95uI9eIH0i0K3e5PUq~X
zI{^?<Rd3Oo<81p9sQr4Mp=g;7np9z3nm@N~jpfg94OCq<NZfww@=9RVjKNtEVk@Ni
z4?EU%G-c^cUqS92FC=!}K=?8Ix6ePH9{s%DaIrGD|458ZePGssllkAuE<$QyhjD0V
z`Sio6JyYMV_r1?Q)Ln5r{PnhPUE_ld+AMnUBH8zr3b)WP)>iGQ%l3VqDkZf!j?s@J
zVJO3FVU@gPa*WoF`MBTSJFq|Dp~0hvSFl;v)qJK-g=g>c^&WNe^^^h=pPHwaakm<-
z*tr2ylaCFD{tW)lm0MxYn2;++W}1E7c8}SrRy|qx;mke$f9e{;52C((bcckQPk6cS
zAQo1Z4OU_%eEcp>JNm*uk$!Q1pSP%~h&ue+BK8|oFU&&1efMuq8%48=Y(}|(I^)er
zjY9VpoYbNq^~q(?lLv=>|NU26Z+!i;%<~b)98W7hx_<^+7eYV<34^`Ao-VhcH*GXA
z^j_ahSil86d>a14yQd!;r^u(6zJZizAJrKhb8C0RK6`i7KA&-0<f)HYpX*GXEZo6A
zDjWLY<5kAGei8hLwON@yIDF<{r|9SAo0XUw11#R4=d=9YP%)gEmuZv7Bu{P?sl|9{
zh{=%E#s%T4C;vS5eXM`%40-;^!*61Wk7T_B1-RAOJ0C9|W0X%{m~77-p0GeUN++cW
zy$z&enlo|urlKV6a448;g$1A9fkIqESFyA1x;0U(1eBv4Gr;7tQI2q+C_;Et>Ogs6
z48)HT{|EllbQq6`P@NbK9V-BeB(L6A4!sbHu)KcpMln;Q(z3%H{`?#U0;&jU;UrtM
zXUBbjOFCfkL3O-(Dw0T@QC>{!<9n++%)Wb9s8IXEWLFw3ycWPl1%PS?)AglsVoV{c
zS~p|p=1misR+)oBG}gN2UDqXA!t5nw>?s*=<l5;!QTjGBH1}4|UaMJUn4UP6Qd<nd
zb7PZEkzP8v5f?JCxOo^D<Pq9ekl0mk7g#P@&5mkC%cdV}_2GLa531bU8%$4WbJ#hv
za2b?cY{06@Q5ud1H7A4JbBiu#H1EG5s<@sm3+Y-rkn!p7USo>)-&P+oynugz=%6-9
zqL=3!m;~a_r4qDJD=#)lT<D3<T_EQ^%2s;4749pSvmAlvQ#dwl=oqCMZ<fhv-Bwkb
z$vzdO!LZfRn$uPiB8nT>DkQawBgW<#x-~7(-Ps9N041kXVi|{uhZ6<HZJ;tb5|Mc6
zLb`UAN}l^*c3z>AtJ(k9T-_cX8je{i&#kRk+`N_W;SWI0=`w*D8bQ`I)P(>@`sF0W
z5_aSv^kiYopaB9WCbimh42a^oduJzvvZicizbM#QQ{8ATiovO2T^J=xFS7xVV+GwL
z?dBzDWB(VZ0~FC%L4#jnbM`)P2#NFBDr+%m&R$rq_dXR_JI`IudRWdN7_e5z{7_He
z#F}7fzX~8)aTxuQh+|2Ga%o~LZ10`J<^401EnvFj><V$tMxeMJQ!`vccj9pbT*NN;
zaES&=A}p2zhj?e1@-i+`s1vLnx5%-Pq+)}h!XQxRl!kC6O%A7}_VFfT;?fW3Zx+ut
z$_<8HSAae7RjshZD5JM=QN`Ed<%)o=uv|{lq(nKhB0CWiRdX_98se@Jh}0rC0p!f?
z8MY+Bj$WRFQckG}kwP>om7>|e0NuJxe{a5~RbqHF)U0?T*9aKWDTOiK`ZRTRN4W8p
z?Sg~2!2AFPp;7v3CoNn$NIb`C`0Ht;V7DpEA_<7IQ$*aV`gcuD;J)_*mXvn`s!&2j
zg?8vsmwNjdAi3mCEfD)@Dm)_6W$<n~9c)#c5TA?(1+7O_4-;_fd~6a@g6|yN&uEbe
z#uL$+6D$dEIq|FqMDjGFyCU~SK7@o-UrrF9xgrbu)tJM&n^;MsG9QHuoQygS%H_d@
zaAAeD+WRccuhrT&t(9@>I}|!Ck!bviBXWz6%fAJQMDDpkG`RyDI2CH)#Z^wVBq8JL
z<F;br9HQ7o9?U#%pviN?OQq{@W8u5iFI1PIXF_UWqMcv7#1=%hOe2D5MBS?VC7af|
z+D9)MF5WJ_)vj28QfeLXZ_1vU9@eRQcIuRN(b<<p8m1%9KBx2Q1zta}z8lqTG4l5j
zP->sWnnePqHyxPo?FQv~IZ{wC^vBNa-ro(Le=NEAT1nHiu+HPdV{U*vsKJHdS7!A}
zaqM}~eE*vCh;J1A<nqSHg<nn1JO3DS3wq|a0Urn!=Np(gor&0A=csJ=XyLc3_Ly6@
zo~!cRMssSjriUM2^^4Z|VSMHwNb8i-sc|3vfqUz|EUmh=A1-u_+-PWh^5o&Yhe^*L
zeI$BypQ=iTV1rFjxU+Rf8%$Z)gU>FW^0{@GWNb88`T6H(w|vL4J?rbj>xx471*M12
zJL;5xGk-3DQI5cltm~GQeY&*s=lMY`(3iES-!Ggwkl#?ItZjJZ-1>QjM=^AtkCU&i
z`@~c0&VBUUaG;s2<(u-cj8>ic_wDo4%yv^`5)SlwXpi0VoV2$LpS0^48nBFPc2}Kl
zkC}tGqpey2!k!MQAC6^|p<?mISzG+sS<(PE;mPyP{*#3#FKhIS+?A<Lj_SBPO|is@
z<C-=$5Tf`KU%XRoklX$r)L2~4w?Gs)$W_xmEZ%d;vm;BpMTQoaKoOzo6I~71@?&Cm
zRV;fx3o|BFPG3Q5TUB~;s|IB<{Vt&p9_NG6<rxjp+FEJAnJ%%sGsz(nExKJQueeYh
z9&3r)|H62JzZN#`x<bGu502bL%yZP*zojCgdB&3|<-p1ho&a`>(uv?HDr(kRsr+7|
ze$%8HRv))jfzOV)>Mz>s{LqYxdH8zOf?CRV$1H^rqn!3j?c9N+(?8{wu9Kt9tDr{i
zU@Q!02GFnbU}*QQXV12RW_s6%nHE@EDZ;Mb64TU4bx{BVqq6*06$Y#ll)}T+xqRp!
z;k$-^yj4c+KK^mb+}Gw*`BjAKnb4b>%K1QM*uD6$&3U<?%_NOxOOOV8L$`xg+_nMJ
z9mM%U4yH4DdzdlAdi<b)@^YSR?(^}tJ30+OXgRFz60GgVp~K(0ZDfI_Nwb>dCu2X}
z@{c=DF&eK2h{pRKdd?iEP5%soZ`P{Nj6B)j{_w3=>!0*1cXY>|H5_j7sWau8;e35-
zi)xFl>`6tTV}M&-l!p1Uc7hoGz{kl;=I|Zu()2KeSio`%xappdAQsJPt`q<Y0PioV
z&gmOosDADcT_@!<t2mF8$7V|w(nr1H$G<vwP5kGp#I`qjq0&7;>pS1a{x9!_c&Tn@
zF8&J=4!N6*It|;%9@PIF{r$fB=MMuk8HbNR?r{gU`H8jnxD_u;?n8=#uWKGc%>eWw
zG~4a@L}|sOAXTv^Rmty>ShEU)-dm~etA!V{W7X2;+Gz|>-%PwsM7J1WQp_h;tws}d
zU`(i+s(r#Wa^I{<ZNHTLC^HSuN>)_}=1(-?)RgRcuJ@*O9R=()p+cR=6a^xx!sJ$q
z9Jsq?g|2zHYVffxvqbQ?SjSNTqnGcnJJ`M4C4lZcZPN_u9cy2CX&)DzwZG9VCNL;b
z^&iLJxZKHvQlPy(q$uUYIqFKHL}tRh)N0L%Jutozb2&^{LFD8@WzA@<v&jNU6wvG8
zXvfBqdmetwIvVFtAOw%ot=cdj0nQx&MG>Scy&h6<c~$ZncTmvSaigiJS*#Qp6fr}A
z04H1UWD#zC!R=ZMgv)f(ysR~4t`n>w#bDa~g@>y5xV#GNrq;>%PBTM9n`-D5lNkty
z2zw)ur?juak(r@_e?c0KC}^(@mdg=pd-$)Tp}HFzo$3lD{ns>>f09D6svR6;5yxD1
z&bGxR37vIv?0BT@+Je2iLje1O<e*p}WE)ASUO=uPw_x_Y=2v2Rcg9smf()I2d5g0)
z$<c{1!>?dT%`V;Aj&{LvP9A&H(s?+zD8+s_%r?)NzR?RCs8+5Ry8brIuEZ=@Bf|VR
zoLPZ~1YCyN6vu2+At(fW8GAL@!;vLo2Tx{Rz@Qb$ZMuUID$ABB_FaUE4J)B%W@#G7
znIW(wZ4fe|EAVlE9H<`>G-e<#jGNL*fWnqFcV8^Hd9BMGB4C8#==@=OP{$q@Nfwt2
zVK@cZ=;7#5XZ=keI<gW^S#0NNMYEMx#D#tD%k>+ra)Ur}L6*ISBXf_qWL>_aw(noi
zZO>IS)&zhN`Q?}n=ny+-ebc2W0Mro5yUIpe*|VGM{slqBCFZHhh*nH0;MLK!wAX7a
z46_Jk3sAY)JU?K<q`OQ&j<D2w_tSR%ELO&anwOYQrZJS)z9he1?RXj5yArO?4OV)`
z&GX|jHMU*JJ7ES+8XiKhm-#{@vg$bjlL==fTQ|!s-4Tm8`=|clT2hgi4@euri>dVN
zrsBO;t6Yu^ojEHs1%V<{2Vr_N_+kR(hDGFw4lWZMd(1pIO)dU_2dvyA%+j4Xsmnn+
z9w#gcXTqU+MziaxpX&jnucBh_6Bs?3WZSy&1<q2>om1wA##&nI^(pCt`YsK<kiC8p
zz0sn<l#9?_a_R0?TY+|tRdxvB>+oC@A;#;y(X-t2)4N&TtjhT71BmF}jK&$AW6m%R
zN(D~ujVEAB?1t(wac4~h9W9W9I#}_t{rz4UK1V~krS)U+R^_lWqbYIHGL*QWYERd*
zuO}s$6ofjSXo}&R{VxWsmPqWP(zg63im;67=)Z$51icNa`5xjkdf@r944*~BMkBw(
zA&rM+rc$m~n2^q?dEIUJxTt@>j(le1={J_pQxKhpx+Dueq~Y<waQ42_2$4>eUD<b*
z-egM7sr(Yjul`(ca7o>pR``wI$vVi`Gq6kHo;L$cbqxhCUf-Rce{g@T*kAGM<D~bX
zum15xx9s1SfFbEanIskVS*0IOsa+p9jcsUn<XjSQicyNKz$qq))`md~{?}cf_-|hE
z{clyO^9JJ|3V5hFr_z)KD$711{G)dD*W8}G!73RpVw~%!`c+5iX1mn>x0P(<95_Q=
z5URAC*ah!=XO|VKB@>GFFO#Yb1U#6sUNbk=EyeyhoMS6R8GkAaRZEQS)79>y^dl&M
zLuATIPbLPEy`tS`Og7d}^z}G+Cd)pqm>5OOmC3{oA;uGVN|h#_65tTuona^=0Bg(>
zwZ=-;<<(<A!67Y&>oqRs`DG=rX0dePU~*$AJ9J{{+0dLxfn8>>vY{zRp^V^(l=|ED
z>~g);#^5RF4CF4L*wyXY$4;(^W6KBq1p&v&d&Eh6CndM11u)JdOElbD9yJY8z!N(*
zrx_BS#xy`+XjQCu4psuzS<qzk=JGKum1!isBr;95*>7V2Jdowq%GBZ%6v(cyFX~I_
z7JXz@2H*h0vYthOq2;#xxvtp=^DYR}abVa1idFzNH{hdYmuA(3v2@R!K}btL(pK*%
zhg&^UijlgzlbMqUDzxSAQ1c@5xE7^O4R)iIL1l48BLV}`)V_|MkXv|pcf4rYgTI52
zF-tMdjJ~-^>XN3cuWJ>585e1rW#b%&fr&`%P$8W;7&J4Gg96cwt7`iT`*<Ftj_Dg9
zD^xN8rIZSW8gb}&-99Bf1Pd7_HHoTp-28H(fja2T>Id(?t3*^=*1l=b9(GM`)X}07
zI=j>(jg_}{^u?W#%yScUlz7AMz3`##g&9Ey{6_fiqC3Q~)Zik`Q`&MeYWb&Dx|C>J
zyjUS_d;N^2%RtRUDCsx%X(t=y)SPVMJ3F>AI4uwkc+P@s1So3v0FRs!uln;e<wd2m
zlk%=zozqxengHpeR!z4RfFUkJ1(DWFhD=%$tJTRH)J|V>oz)cN-h+7bCQM2a<avmH
zB6C!hQ2q8Z<#0%n3{6Nem0*L$;=08}F%D2EJAomb(Msw3YElT0APi{HzzxloF$|IC
z6=+UzYk=ou9=){`oTADr6^cZ2Yi-rNDH>#kan>m2^&Hq7brqPiSs_l;&g6}}2+N-p
zSF0Df;<tF!W9_t3HMEUi)s2b9es0f8d@Hc2ho{!WZO$r{3$P@*lLm*84Vbmr%^D0_
z{>*}PW;nZ3)sqdmV4$ZHY6F7Qbk5{2g$e-t(@GqWVq}6c9yF60`*m=AIhb$i7q)Nz
z|B;|x_pJJ?Hx)@!zSGW!)!F-sEyxfgFn`I=jy75QH2$CO3d+3)S^MT0jYoX7B>#c@
zQFd?E)TV5;@9yL}AuDtxhQtc`pp#;@TVCBQ??kz87_^)24F~T)Fdsebz5V*H+<NW%
z?$Jx8uMx%FN3@ToVl|H=?a@nYK3=JI8-0E3VYKge3$G7;`>3q&j(_3lI|iA>A78@G
zoN|VUfj`2Mgq<EeulfEbo56}R;hW$6y)u33h*Jq!FS8++(*hL59BUszBhN+tZDjTJ
zHtqZmg`?j@z0DKqJouKZ98z`kB%yJvI$R{V3%d4U<VyN4e{J~IojvolOx%EbTzx*A
zarPivJ-i6!lYj=_{FpK!(X*oCS+l)t$?~yqZ{r6P{?%rkX|L~n-aXoteKd-W_Te1<
z2FrOvE`mV<X$_YQ3+pca+V|+p_M4{z`+mjr`;VNy<EL^M^yuUxN{&9+A|~bD$qRzp
zbCadF$Kl<pG_3oiw&yA?V$53YxN-4iE5LI}$QW5EAZ~XZUEmXZA0PgcwMKgU&^Qco
zYWbzwnR6ZuHpQdpx#PiR_RsYB9{f+bn=}DXt#rp`7h5f-^=DgyWILT>DL(^yR%62q
z-U%Nd6-f1(o_e39LhG-3#-j#MuOidxR$lGJT(brAl-KS7qmsR<zLGSvJ$Z=9`m29I
zE6`!B*6g(>u?|nRlI8z>@V8c8aE;!zvw0ca4#%~~duJ9BMdX5UHR|dxh%4Wem`G{q
z?A6iZ0GOz1@&Ir-?{=`Or0hKW%dRjiOi&OT?`3Xuy=QP+$69Tot3KpHM@rnzbrV@?
z!cFGsub!+6W365C>&}N1OpiImQ`GjJ+KsR+FeNNyXD*6qa%LP<N|5ruVpb4n?g|2-
zgHO#><n}j}v%Ha8;=3)eVhu!sEjoQY7H*RXGg{we3&|YaE{*ICX%ValB`an)^u@wi
zy}M#DKNMhP^*jXp(GU_32Jev0vtanK>?ONB9IUOeL)xBnD+&(UuFxydx`*ZL{OWfM
z0-tBtQ4*qy%z`mUQ&1^}uj&=Cf(|7Rs+H%NksmWNZcOZ?oNHu{#KZ<ul;h1~jh4t#
z#^j2G8p(>!QKt6OI(a)0>lJ;=D>{&wo<@6Ite181qSdW`Aah19iXa*~iTVg&Yb!-g
zeZKy7hKUS}&oS^3k~(fCGVm!VVW0=uG|LR^GPLBf91i4qc`zYZ<>u2Fb;Te&9$OL#
zDi6O}ibt_^;u9pDz=2(<P=<3>(n*)2lnrQx+SbTHX<`&x;XmvC`U5=vm~*yHBDK<A
zAOpV-f@Lq8cTw29nSjY0lnx##Xu@Ah)|JlRs-bY*xd!$_U56^~7;J1J`$RK^Y?oH_
z8cC4xh0&WRQO-eC*iG^RBgUFucghODX(R3KoyoLGY{d8%<&dxR-V<!~?A&aSbG&44
zUNT=Pn3w>5Lv@O9X+W@I(4^OSjIKJCouX^oS`uc*z$F-3gd3R9L=c{OTudSBRwuDd
zNEb-LSO|a$0jxGb#WuP`3j&B27eQV&&wiaVSR6y%c^iM7Lswm`9B32mUjuM7@91rf
z0~q^SSoUN(*WXF|!8jY%G3)XS!Ha8;m!sFCFsuE#M$a_{9StD^8%>!W%7nt#%b|oz
zMHEV7j7xK4Hblk;e2XAEcs6?7l1eHvYf@fHL7OL}(r}*$_>Ni)57?jd(n%4;PM?-v
zJJ=g(eea*|`J2A}Ax9`V6%9{(z03Z<twb0msl6ZdXej>ZQ&0y%k9dqOY+hygp0*x;
zt$ps5X>$PN&lktEPDXny)g9V3tNZcrKB>Q+xlhzlh(*p@-`ZLSzbVp{zsX1DRZqsy
zcbTN>vdpt}PZocgt*Cwf&&JT`hwp&K&kw?%PgSL+Ih-kY3wm@BTmI5l?UZ&7s5o~v
zD5CbgJ`C&7aJ(dX-jPlw%(Xjjyws?(QcsOOOv<sT-_TjoZ<;I3E%{`vBTdQ)y7c?s
z#@ERgk9eQSEgL&y>ht%>Om`Twu2$!G-+>=|N-&QuQTBcLp||Dy^N(LQW3|h!d~-va
z98m?yx{7#n3)DJA3&_MGMggr3|90IkPkuV~^7Yi><D5K*Rpzf|-_dWpFZ~!o*wlG_
z(CiehI|&ROD1o+nucEvgc>76K$#&~+K><MJnvoq<@tWJO>Npv%Aq>S4<qVK}%^8bO
z5F*uz#TIjgevX^yEszUCTEVw*4umVY;!~Q8R<Rn9#GV|29xLKQ4GW=t*_;K#+++g9
zzyzwq{*@GS{M)N8YxvQLo+-7IrfN{64o0zmH*HQwBR&T)A8al<MhLkKS~f>r$X?-q
zV?te_=-yxw{<2-B^T2>rMG@>@P*6Chh;;l=O=#TWr3(oHcqI^`8YI&tEGB6aH#=Ui
z-knXMHyZUc18D)Cb01_TNp(7`(AT;>0IqjbpBdrdpVSJ+$(X@e5gh3L2NqU@xM2;F
za(o<B=dOC74)E3{&VzW$i}9gfm|n0(D?M&$w5~#PqHXeH06c^0enKX(c2f5@*YA9n
zkc$Yh3l|R1Hx{e~ZG3?tg7Si+E4gG60?8KWfs%#s9a5rpq@2b|8bo}BDM6Dv$$VlI
zvv9C<GT0l!)5o`pW<3}-f>HY|ocknN5J~|)k{x%QIcQ?cV8(CZlj9Vgsp=HD4K>(1
zraC=pjbbAo^%MZ-cCDyEt}=BJoD%jvtrnK6-!+YO2gRmfS{eyx0wOi9I1cc6Ydw75
z_Xv;jd>Lbf3xy6SS!=7@d@<c-WtFEP<%F~sk+9B+0C4C8P6k|JV`$gB+hH})g<jhE
zH=SqCyE(<H2AcamBE5B8Jsm96sUO<8qha#Qz}`MO0rRk+&AlP&__UMXmHn-q)h*FS
zesKB8mXlDYi~^_M`Q6^)>RCux0=ppeD+pl`L1b;0>ZD=+3cbgV^xd_495Vayz)hro
zNv#3SDaTmWeLXLmYr2&Z*_VE@J}34XXW;waFP!((I)4SKa!To&pU(c%cH&ahD?0hl
zXZ4^rf*6ojp#!6Qfy49vKrJH1o$d?xdoP_bd8{<>Mj*=c`vK5*UmC&pVA`XMe?h!Q
zyLbNDtZV$C;K!huH~W7%@@(wDkXcyfQQiLUZu!FY9VXrQ*yyg=3_W}6=&`FgkgPup
zFL-}i*4Qq0gEN*i0g@$EQ4S_cQM5yYff^cIm)c4h+o<*J^RdP6=Kk^w?4B1nv;DMd
zmsr}TbhCARuw)+Zml@B&9<h?dfT@q2A}HtkWR^TH<y)}}6A_n^u$5$tmF-49t1=>D
z93#wnX3%j<j)Ij+g1x^Kd2e{PqIfdo;84%3HQ<U=W$QEODEE$kK?5~p#ek+FdFXl`
zx6r+6H3fg2VPlI958wY3H~I6UFGb;bB^EKn6g(oY*Rc_hIV<EfO_)$e%qm>>mC2pD
z-Vc(m0^GYCB`IPdoYAvP)NQYnpRuH{^5g^h*;IqU;wUFWrNjl5RmdO}YBY7!#@BAU
zFs%`r+-QKC3K?mvAmU^=N5MK8$l5RsL}})rSaXMXa}?kNHR{~k6ZD4Ja~&(xLN!0>
zpQw6~qFA|rauh5(4|P}#3sqHK6f=QcN3_1k%O_I=EkVnr+UTVA(kSs#aNaPf;9pRg
zBVPk_Y!$F`n{;H#dC>N1UH5^inF>*&Boif;IqBUk@|Ksfws}HM^^QKPFP&NBIgrij
zwJYvYYK~P)u@(q~`6D5m6!gqsvf_))W~U}Vt@qcOv4|A%oO_x;o(~wB6C<e(0--W5
zF1s77)(PSC9<x+yZC=Idcin9*B)Qak02-m=rjRgOT9g4q5`%y&h2=!Zbx|@2kwR0A
z9FG9Fv;N)Ieb1*p&vk5>TLGa1jPk_C>RwANs8eSQ@i5j;A&G1F7xdyrj0Qs|f*lvq
zl3F3nzCj7Ie}<BlBzHWdDonR7M4_Csc_d}3#8M6F#26ILx`J4NZq)F81LYgukA!}r
zwEJ^g9_$flk`*7b3JIn9sSg^UYzUp!9IUg)F2lf{0n`&%T-b@~wFn|SY;PsP(s~Jo
ztuTHY!It22psXUu)I>=ffl=Pft^^cX{Lh8yYnsW8V8=EfUMSL>5=-JUv^C8`C=3ii
z@roe5<jg5m-M?yR%4lRo&bOMx@I`M|hPZHR!E5pMG+5sE8>-D}3CP#Chl;7Wa~dw4
zTf~mlV*E9)i7)V&!jr-HSQ!!Cl}2~3YC7?XdLdP+i>KzG`dgl}IjYth8+&@H!G#@c
zY;bw;PC}mMfdQc++%RzH`U_Bca`1ovjzB{ta%E-V62RebCUvIm^#KGUkP@N0N!07A
zsTGpahyazCFLEZOTcQuaUf~`*@B4bXtVyC8*gW=wUY1>a4l#;Gw~`?&ob_$GTEdI2
zX6i%?<d(Q=gBZ;1O@AxH!vbA=9KgI2m4h|M`aEX5&VR3&f3ZpD&m(AB9r)ynyWNk?
zcXjn5`cA#6Lc|@q(oNC~L0&i%wf~>rjy!z|J@}W|X6Mx1|M>q_NI1HwPg6Q}7OB~)
z2ZgN1Qf3ccy3(U@_@rm;5f@9XQKNHuXJ5=~S(>sMz&GAFo;v#wA2T-`20g_(^?mnX
zdgB#?Q<lG<EruM*)ZHNcWBQWp%bo#L-wPR;YJ80%t#p)D;)|Qg?<D3-h-w;EpXr~z
zrfN?nB;qr#(mSLjm@T+TwB_Zur6|$rrO^HLkV<zXx4@)U!Ocqis;_Gj1_Rm&M%QnI
zZpjc-jtN`aCft#@qe8bNHZM%_kl?YXuDL}77#(Aovj46>Mz<La+o_GTeW`t8JqE6W
z@2H<MXs?nSjZN<k_Y3OA&M5lY#00dtHX%6XDAk|Z&rmaMyRKv5Ku~VY@`AAS2b{E`
z(6fE5)<d=Z42Wy+ia%b_(jglt-ib4WM|WD_=d;q^!<3sUI2JJp+TkM!6<G;Z?LgoP
zN>UxOE;Zim1w^LqO-0AzLVz!61e4R;CoQr$9k03KG55Nk=QlNXa~b_%KBLX(dT$2S
zRFu(JNX=f9OD=V@@`R2xgW6`9nxBMp)7+qAuIpBto#<FRzSRykK;Q*!(fLX!IQ4I+
z5@%>lsT#;jSKW{w*KKLTw6Un1f!x^0D^a=}RxrbA*)yx~^*Xn6cCM*ea7Fz>?5NUl
z(|vO-PYuhl`E=AI+BF3d>^JOj6=CVkQXs)LpsE?M^Y-*a^zi2qP!<L0;nJe7N;Uov
z1z3n_a!f~k@+N(!5k=@2Rv>|OYt8f}%>&N;gG;dNRze#~ztNfjqLp(hvPEVVB!euJ
z2GEbKbZlZWMF~Y|4jLmW)6{;^WK@YO_!Sn}Z>Vf5m$iEg$bh+%YKj>)poOQeDjrT2
zeE<^qaa#r(g>v~oHc_LHwaXPJbw%q<#%d4tcCSNZMaha{R(T^{*CDYhwN!#LH)?g#
zw;;9mtjAoaPv(iq=hnOJ)Omg$0jxno!8li_2^Bg!hoZn53<FiiA~ms=W|+Qk%Is@)
z>R>W3><V?a+s;ns@+}FSHa^%O_Ovy^cA)ETs+eKY*LI=_tujlAQU<l5S4DzIo{%Tz
zyVO=|U+=WEM<=U7OGDa#ttn*LylU1n|Dis+IF2lC>shj=plWpzP2yPeq_&;-i19)7
z5t%zMwT(ktRVI&!-nDUZjiGI=^uos84{fFJf6U(z7Om0UBrC~I*!WntP{`Ag>KVTZ
z#<}x>`EVy?E4f*Y5fP#h-BwoCJ^i+}+SV3$Bo}03;R-dO4!gpv8CmzFoQxRGfGt6r
zN|`sx(%!{hy^w(I=~+Wf692OFlyvMW43||hs};sj2`HjZpWY9Qs6A+jsd^BtP3i6(
zz^s_*GEEiBnpgEpFAc4L!iX#$5^CYm+t<b{vN^}lx3&gd9YDxOz8psmj5I(3s0AW6
z0w{T4q*UPk-=WCOpMecb1-r$Kq}rAw_g&lmc0k_p`a#pOhuo;u7r)9!{jW*L6xbAK
z=has|z3BfVki>at(0U~H>Zf>*y}#<f*8`o4?Z5ym$bo*~mc7Qsp=->?M!0*Ob)yZu
zgJ#wV6`wEo$77+>1!>c2tsGJB9O$Y>;L{u?EVoKr6wLSP6)-ENEEJbdpjQfgzgzsC
zqVjUu`{fi_-Kk{J>l-IAXWsIF5<C}C-233^+KD@luDm@}^VeSy-U05n4NoupEYW8#
z_?8}tx!WC2nl7AwGhSC~I}4b`-s8@G*#4BHdEk$_BdSCrr<I26|Iw*Q4;~+i{OQt6
z6$(GAy>I?w>^EnQeLvZ79cNLSO*!hAknpY*8Q>U_;&%M6uaW0I{P)&rufT_po?mUw
z<kg6jpP#6&JAA~HTbm2BI-ZvEzgfv~oBuN_kyZ7L%>2-E#*t$7@Y8R`x3G0wn=HtP
zyFZY>PYVa3(hkgo*BRa#_{YgN2Xm_}?T{1blup_FceKN&&cI+~5LO8UQfXa_t1H<`
zf`>Yc0h}1I?uZy;b7D&Ck7uoWFTPBQjuaM)ECYI^2e<|&FzbDSe?e#YcV9nCz&iVz
zU$zB~bF!{S4DA^F?&&`F)pE!dXR4coE!1gSR2{W_a26Z^^lhn(>E9W>j-|Rr1J%3r
zFuATV^LqN`m;alSAyXdm32%*i`u+vg9x<(2)1u7bu$-(o>L7wkb-vINJC)Q}zGwY~
z%Y>=vm$vFvi6uz5&RK~b+}gflC9a8pNHC0>&bm2o4M4FnmetT~g93Gd4KcONmOhN#
z_JAE%ORIk;nspH;v9&QxP(h=f&9K51ok0U~NoiboQIc&JPZW!daf2#bdZ{&5(oum(
z&&;a3P-_N1OqZFiKP2A_X40^tcncI)F*GbA#%f<LOncR~9KnNVn0Og3p#-WB<zl3I
zO&XWm6!KTgSKrGJUWDeT*?ejcFu4YyEhFNTquOvELUVM?wszeR1UP8Aoh$T+f6HhW
zyE7pCH5``f5oTyxkvn~2)XXmJnbFhhE5Xj`PB<(ti5QZbnF9*tRSn01g9D-j6NYwN
zj%-P((p>;ANz;N?E+tag2#2bd$(c%1=a}ln9g=8$<KksX1;C6^9v|b0oUgKJ`4t2v
z7gpZbsN-mDKSOJ6Q3odP>n-)(QyRsb@^;Z=7&cI@Y7S0uGOG0$no5%X18Ur4dX&Bs
zA`50`6~H1OEv)^Q^!a>6csP&e2MU$zzAoJ7!fq=$M!ck)PtymBTAb8*S=JQ;x#h!b
z_V5QAC@scMHo($4IT~s=y904l#qx?nnmX5`Sh*{!i!`C&vRAMydmcFQL#9M8!wASE
zE~)FGI;8LKWv~514-G8Mbd<BK4D4uO(FR8A%9bfVmulPP(u+$W;It0&RwtwSWL<DC
z46+o?k0;~QqHtn$TBQtZ9(q4mBFGA#<?4gS!t$?=)bjlCnUac%%+PmX#jT3%KvM{r
zQItO07kV^lFzB+%-zoigeO4a1t!X3_8`@L<iB;3Ap;&?vuPOB|{t@{2`?{UY5ZG8n
ze4Xb#AIXpT!se^#^?asH+d4F-S?8x&)Q>^%=szo;{qp?Ho%5Q2F!+Mx;#H@!Qg7+^
z9?<JHq3YMaX%;`-EV_N`^Wj7DQHS|;wZCdu^v|CRCc%{(N{{&e1+2f$zHa#A7Pj;!
zmeo57OAsAh`;A$%Ao>)N0t1<{>MX#%AmE4PoNzBO!>X;e^|#N*U7{(+?0r}zzyD@a
zL8jn_kNY~kp_?`T5H@)Fu-ni8O5=uvQ?S!}_t#!{^3ZYq_<#3*qwncj&&oQj^B4NS
ziCdj2AE$B-H!G<<l;zH!5@@bo{QdFobD}3tuEd>K03a&e?x#^8Rj_aI=<U(s(VU#R
z!!Yeb&n~6*w6BdX799T3fBb%(&Fe$A4qvo9TlZ~4$)g3_S#ryP^^~UU|F5C5@k{!^
z<2V8$mKqN`#nX}jNv?dt8|oRMW-5)e*{*A@l>+&2Di5{P!Uq&BJn#W*9UkUdPjfx8
z%LiPjV1!y`rK=DalA5k9M9aWL*ZuyA@9XvXe%|j-9=ZUsCJz!24}e&YZvE#_NevX(
z=Zo%;dDf3GIXd>BLm!tzp;p=PwUufnLF@8F$4VN^TjWAtK!>+!93)^GG+o<p`yfc8
zHL*Omk|raMgbZ@Mt6KFuzlQ0`z4|>16?ZXC<c<r)fxe0r#Y&3nZC~8SP}7?pb#)Hs
zw{2wLEdDxG7*68L7{UB%F3tMrdZSYz^cOWpVKiR%W>ZN7Zw-=SizsIT+R=Nrp+WQ?
z3YtQBU2mb)5K7}D*aS|9z-RZXScee=y~CsDkqh~=y#L47ySgBqm&A0Iac^}b#Gd7*
z9txNRL>S^W?;3CzDa))iuV1U3tIe14ppBoIb>hR>#K|x+G$qgQ-BgxvH6{@hNp>+D
zV0vndsRK-i##@;ALgQHQM4SLB3uL<mouOwsMN55!@bv8LY=3#<kPHtS2LQ`$%x9Ii
z33Q)@U=Ab3qbpMJ@J(pvL;L#+3AhQ+ia!>V(Bd-hYV;xG<aS=?vRN~RCXl8LQL{lc
zAQAf6DE0!gLH^>qjCkQ>9)wrdV@84$)j2#VER;)bQRo&h9<OPy899?D)D})RJW(E1
zs)AbJqh5OQWELB)qiaVjyx-k=n)`40z@v?PjPdPJ9+&g}Ob)SASEoqRxwV<n;YorX
zSsEq0LQ@<VvZP2$UKX`PQYSU3!w_Pg#fL)cb}dK0vK^&@H_XM_aoid#2aJE5C9X)`
zz^}g<)L*ty?-lO{!}nh@JE{ncrNm|JYI#^H%ra|G5;^+Wsb{K0xBTF>={%2lmWY%)
zrsLht+y1mY4``KL{Cp?%Yy8zSS5jC0`^A=y+l02piT0KZLc=+hZj$c_8nQ(&oa(9q
z7Dz6ZQf`X`+_<29@_u+q<-aZ_%>5Nr3+)~A+_&}Awfz0@E6v|tI=<m@-q!pF?#Ds<
z21&C%du}~hxf-%^?QaXa#qD(UK#ta-4F&;e%Z&yhs-GaA{>SC3KVCfX>ECX}rth6t
z*;sUBE0V7T)gBD_<V-sXj$M5IKKI<`S3}Q5@8vwWd35i%4SV*Jzr6cWM+=QP@1@z+
zKD^dcb1rn^W%h%H)?qbXTuob@$7&rghMskD1u4Z90(?eufOi)z*<5@xdnPmU1Bi6(
zGx){p|IGO1(frsiTV@BA=26rWpf1L4@R@%O`tvR;e>ZTyQ9TeBG49uXzk9bJgn$Xb
zw_^yYEmPG#Uw^Y8Lh?2((D$qr$#Bo+L$ydEv~^NFT|RZRsM=#)5$-YD2g*+s->Vtf
zs47MjlZqtT5jnBI8gytIc1Q@?C^@kH5J4n%v{~be0#X*tZeoL{iz(1jum_vSBbf%u
zd~w|1I=&R!HW$>p>5e%0Zq3I=H|fSlO0upQ4UA@6aeR7<zcQ-vQGurO(gLQMFG#Y9
zjeJ4!BH$M9zCMYfC(qF25=bmibR0?b-6Um7(v9I=iyBXra_QXE<M3>5s=uj+Cnt<*
z(!XDdUBXv<Wb3t^=yd$lkr{7fXyG1DV>)LJaL^}UEQ2dx5pVykxJQ@s9-F?{_EAaS
zla39E@hxEMhHPSORu~UFZTF2{)%dDg5+S@`m$0WV>t6jOIwQPd;}x3d6+w5-+ID?y
z(NF!Lr!OAHFm%pnn+>_j7YF7mbQ0|cPzf6$e4GYAbP=2i*GlS(z)7eS!k#hlVq_c)
zv_^ygh#*P2O8Pr<!Bfb9J%I&NsLpe?(g2`{VlR`cD0=IVWW6~3C=Fab)cBdaOFvdZ
zO7;NByf3ifb)-0387fk`9g!BN!SoT<bil|;BI4xSrf~rCL*u-Xs%!(%mI*)KVUJ}&
zk_N3fZIJhN8>;@Oqc$vVhm;x_CHBsnl)fkMM0Druj7SCI|B1UhMnjR3hGXl*&X_(H
zO?*#)IAs|K^(8UOPvJsaM8pUVV0f=)CF#&z6yWIgUU*XE=)A!>cyi%?5uPF;+E0pm
zzGKRCxVGx4z+IpT$e~+;gQ*b+#<TkgOPzKnpoD2d2$5xus4NZ!Q-7n(D*}t=>-Xp>
zy6?U!VtZ?x3J%(j__(>phT6{#`wPhS3Y!y!%LR&oG+z-os#KAtpNax(h5h`KBF%iU
z-1L}>1~af54tIr?!U#$6uymgY8BQ}-5LmBm?3xAOi$h5VQ%tTqN#L~EaBaTIj_hw&
z&eMdk(MV0IORB_-PLEOR?E@;)W5#&D8hGPKeP6(jy4Q)@-kV3^>XGE-yD%4L(;aY<
zca?ZW0tS{Kzi`Q86yihS{*wLK-~O`wuD6!w{OSnQaQyEb-$%uu&eQrFrW$<ggUt0m
z&!0b=O}oh0c>P33)7jaKv9!_Nu?&d-{GV~S@Of-=CiCo4m+^<)`!fEh3{OaFYCCl|
zA0ECX^RGuJn{gX5?|()9B;?NcZ+Y(z@5)TcFkL=!|LS0d^qH$YW#2W=7RaktN6<@H
z&=>#sWc$_wPp^LZUuVJ9&6M2l&;I;x+1)L~2S;GfK<(|Cb=(`Q@`L%SOie%lcdpH$
z3@nrsGyqPu<8vQP1J|2(ul?JQ0@CG>&j2I+JJiKv$D%z%`hjg(LoJh8P!7{zDTV(@
z7B=eEdkrd=)+MJlzQaUrnysvA*0=BM2avQLvI>WfLQz5k5ft7$E70jmIy8P_XT>w8
zjEF=N+&au{aFytxNMYiZQ^T%rX+Tsjt0Ka}BK=h8d<7%S-7GfPi6HH};rSezUqtD?
za;L2+oD7Z^kf@&4I_P>!7&gnGqkm;EGr$PCHLY@eNgaZl#ut4oZ58z~O8Uluhk?Ut
zkH*qW=*oTU_r79oKblv-YU0m2)FtzKPb+rWVkBBz&Rr9)U?DIw%2$5R>Z$hE3QGL2
zNV1xqekp<cPBKMn9snW=QY6gFoNLtB3EUb4=O_nU$RA1dM}>v<C|_uC&qeA3G%<bp
z1X+aq2}y$Py2zf5>@f_z1AmU^feMRJ<N!gkOBOYT5Io|iwvHO=uqQE2)v0K^%FkZa
z(c%<aQoKBa_PgIGJQRu*;qktssO#|pCL@gn?^e@iMoa+1?>}kF#!Una%U4Tx{xWkI
z2{oCEn=Q{H*p!EhYgc%%ECzw=-!P$=jz~%lWj_OMG#c=2E_?JJEvY|!r)o`~9A}xu
z@qxgz-wiF>HMrP4jjOExp_cqROlNjrl=f^iHNOFIid6#acEYTOJ7%;ozfPqpC*Kaf
z><EyOO20&T-()%b410z^D?Y2RF!w3Tg+i=ibozNjC{PqK>Jlh72oNDwt_xtHVyJcg
z!nmrU+hqa8KsN*rJ+~;|(IsU>6^Xu-_^az+&nS0HN`t8e_jR`=IgU-Iw<a_`OaMKs
zzljZCF0O|Ac6&iOt?BHsW6a<LkQ5b`6{a{i;<6A9<*vh2M->bu2D(HRYcj`zrR^{c
zdZ-1#M}5{lfVz?wLEr-z-w&W~iiN_K1{@`4;h5R@g!7YfWDYRcs9NJUU8;8-Krwut
zzp!`xYLj-1x`23pq*(ZqnnQep=e%yidApidJ!n-zKdr)S-;#92tJzjzvQ_>02Sig;
z#kosXR(p2d+99lsNOIA{Eo8xtw?$Rkad8jNmqfb()y2^$ykFvGW?3?O8=Q!Kzv3zN
z5H1^?CVa=C=g|&Q;|)8cYnBbOd;qmr=iP@@a=poo*^%2JL!8cTN|0fZV3*$6YAM0)
zj@G53Mam^<foG&|OY3&l2M}8PnnLUpf!I}`d&8FUR7reaXq|2tzO!MLjg?hWi)t!!
zVTI+#CduSD%wz|=Nhn<<+jjJ>x!*apjYJou&oZI|GUp-(5Ez0)B+1mxb9(z+3#W})
zDed3!#YoD0PCN*k<PSSW(Y%`^`**#uBIk3QwxGtBrmPweJrftL5JhmkFGj7#K=mHx
zM|>ogn9b)WL{qc&Xa~!um>fDS!wp+h+M`(|UeUN7!Q)d~B%bn4E8{uBCz$y9Eh3!i
za`0sCwmgl$m1-yJ9sMp1Y}ayzTf-dR;opqa&+4XP65U#KMhCHcu51Hc4mnlQU1o&6
zMd4B|d7p}L9~QVl-pJ?yreN<G|DhL!!EXq5;~rPBxEVnCNXDG*AM<^VKYki|XN`Uh
zSoIA{ocJ<CY2#vrh#1$WFK&<SUp_wcX#;fg@v?94cW&KH*u1qe@%-@w+(Og-_@0h~
zi;IZ_P5;Ygr`oPWVdd1KvJiGz*n(kzGqk<6a?{u2y)kd7m;VRbSQ86bBUe-|Ky!)a
Y=xrm$-X74)+lG7qK9+7QyZB+^|LiPvb^rhX

literal 0
HcmV?d00001

diff --git a/docs/source/_static/workspace_analyzer/pose_workspace1.jpg b/docs/source/_static/workspace_analyzer/pose_workspace1.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5d2dc0bd05d22271844eaa204a95c2247d51ec69
GIT binary patch
literal 670952
zcmeFZdpy(q|3AJ`5jiB(C6c0Sq7#uqCdC$G2eLV&QZ`LaQ-pQGm98QgIpny5ZANJu
zR@zl6MIswAB*|$@<*;N<zp3l$y584y`}}U-+wJ?$=XU$PU%RpAUayze>+yOV?vMN9
z@qEtwoB4MD4afnP1As+~0DwjE7hwMVqBky%j{fd&*a4SAPCpJj2gtW2+W-K3NMtzt
zAb9;@Z}fV_cR&7O;aI@2h|q=i|6!9~_iNk2)d2v3+5d3P|KINA#{(md$xrwq|1k=e
z-&`)NmVB&r^2gX@VSMz*c<;jaOk`-J{2cd%aX1q0C?6k}k4;YgZG7}^<71)W3+MkP
zKW8ug6k*|B3)_OkD*{7M2>H8`{6`NE0e}Mz0>BH;FaIpxP8R_H)=~gKA@#3)N3#Hc
z$^-yljp(m^Mg;(X`egus+w|AIzjP8B5FYUTa!cgD7oRu*0F2Q9099`QU{x~!pp5x`
zO#bVCkZryEke*zw)AH9zz$ri=U_HPE5CS*`Fqe;Z0JZ_P19r`K0vzS${J+~4F7khO
z1^Hjk{|;EGwB*PV8-+z10E<^HQdqfY{t3W9{^S5f`QbkwR<8fWOO`HER9dc}tRg>w
zpaEE<ps;x9;w1`8mMSh&ShRi7Vuh7UmKrYG4p7u|@K_a~q_rVT`@)Uo8+R1y`~trF
zXtmMK!?#|y!!uiZzl<ucG2UcxG<>t=E-ObT&$Ocb2M|b<S0Ldc#l-sfiO8soipMPn
zFDE9Es&scBi%2K4Iov1j<+s(BOSD*F;h}#Dwn%a5GNmPp6_(2npIQk3ELB*nutagO
zl9JMLrA69usg^7SEL*8)sJUvpmbQb3l1@O_g&SWs6mHz%NxJ*!b?<5;L|VE)IJ(Ao
zr-c;~)v|okE-?IP<QcA|V|WB1>SDz`&gT8c*-i(JnH&r}k@5KC<%A;Yld*XbV1<HQ
zn3W1E0rr5`u=57z?Lz08KZUi1w`Xu7V_?q1AWWbn$EW>4vwg(fa0$#8hog^Nabn~#
zE_5Gca&$-9J=xdOaQ(qEzESsC_&8D133j(Ro9N$lZyxaI<7{@esT)E>sN7ne@~Yu|
z03qhSUqs3++0hTv46yBi;Srx4;ods}HrqMO)Z(|@xKdUiB~e_4dbQr}IPuHb>VPA!
z?e9e#2)>U8tvWYI+*w^yMzF;t`;^4fAd>raoADMG9@p!iNK9^Mu-S|qvh|{iN?FzI
zoZ*^C#zFmtzGz+u-D^i#=dP&Un+HO)Pi5mtHk)=gTa$|zC8_Cyt8%HD>Cbu%&+b!s
z`XqqIu|kAIug&wcu|v)5_i>!uKGIpY8<lp|q!GdOttEBpTW0L2r$(&YX^@`gvlIxJ
zIcaZ5ED8SVL1Z+ZoCePzh|lKK#k#ZU{^EPybIp9Mo>Bhwn$WP)Nnz788YVkeF2Pkv
zACJt?tL6c=FXjQbGVnaWz5Qd+JOGv5^flodbslhS#z1H}ZNhIoac{OT9?0(_>c_n6
z?LpX&VC{!L@maL8)u;Pi>!v=zroHaip`QEy<A#@HiTuFTveGspd+SrHnbUpcK6-n^
zCudokXKmZ1?Ekp^SH=2jm03ssimS7p!S<rn?{ns?z7YQ<5J7S&DellbfJ2@K(0Fs)
zyeeNl$;x1`+J40E_bIRc6CH$prsscU=TA)fw+Y%+D#xgOGn1QVnQsh0AGS(W<LkFd
zy-Vi-LH^07zx6!&heV_8Wor7;opWtB=kg>nQA}^t9I}g;_dzbuIfZ_ogt@}<4yQS$
zW&ViDsOvmn?Kk^>*u+NqsP-Y1C~6@Jx``N=k9kjhPRe*!{@3y&vCLHdKh&-GPkHM6
zs;tlav>;ZJ&^d(&n>%-NuJxljDSY)m^!@H%;z-&R)nr-ofMAz-0E{q;w++2d1clf)
zg%d?J7smeU0{?Y^|DwSE(<s195zk)qufU%`ePJSD`7;4_z@*8D2QUqJav*-pmL~^D
z`Pam6CG&vmdQmEuu6%w`{`CQEP?6Z~HDKl2yzxf$<|nbwj_yA=D2nijn=4fBu$*I%
z{6|zrVe<ezYx@$%udYM}#cSFz7BLT~Q`@ujQ7wNHzf&_mSAQPh>mflkO&zqIdha;x
z6gDZlY=696#y}C-R!{9`LgjGwkIQ{rt*AC57wQxwKJ?72JRMih155__d!30vWp;9j
zlm3#Jwji;A&~SPazZK4$Eqn-^2lOTBUzF#woBktLV6W8X0cA9nmwmt9<lq(c5$(Dj
zvBvC8e=!|3*W9Bu4;Zbz^bdLZ?#R>GSn%v!;MAiYsZh!ooGH$m88w_Os+yh!8&m|(
zqCkAn+V}Z$)}h3I$s*TYQoJjXYiw`5XO5T0@tFstNA%<w*|WV2i2qcR`afm4{wOqb
zLHAF->mJd@%pbdcZv08o*W|v>Ql<D8<x(U=p2SWk6TkI7`iC%KZ_L&7r!42*q|dzj
zEEC7HM$CCM#h*=`d;NcAv8R<ZX+~;mia&Ouj3J20E{49vSqxB*!FtRxGufXCiy^DM
zjy~jsFzCKT<B%kbuT$B(?3e+~_ga$WDlY4DvsY>?zv7@_lDp4H|AW#p!zGXPMv|Ag
zC#;H8&`VhP;`|aT)GNSZE4?p(Tgr=fYOYze{Lm2-^`MympxP0&BKVrHi@zqB{O?xL
ze>gP^T}G_m{kcigKxCT2|ECKo{?lA_N8~yFL;Lhm#P}t?g#O=%_}?E9|26mjQvmp1
zbN|=e{{{2E(;L$C68q!5E)Y8%Q?!wWPRg(T$#C+jS#r{DQQz@vb(r8opVGG19r^aR
z#KwpV<|$BK*cr?N4&Rs)_#5)s8|MLvphpz8A9-N%cl@Mxd)LIcm#;(2w}>{5q_yeo
zmUMQRC#dHI3)xs>Q#k7g&OQz4EViuWRowU5<4GO1WR>;09K_bl<Z`nQY9wiXgL__P
zfh6ES(4u`4C4@~5w>%Hj?TxS0ixo#)lHZHgo1fh!8c4AS29{e`#=aOZ=eD;ZJ-fYQ
zxtJ0$;X1Wiym>gtOh|ayf*GQBSJ4@0kSCf-4p6;Qi)V}AR?wJvK=>o=wGFpx-><%m
zDP6oQ)aTSuP~mTj>0y^N>Q?C$KUo~GNNsJ@qqe|+wYvieH-sXG`kjhkV-NA+l}kN*
zQECpp+tn1PgcX6#>%(sitWRAf;=eID`PC!VJbz9pR$h%wy^df`SAA5}i<1-cIfi;d
z&)k|=N8;4$@$&1B!pJY@0sU9}XUWs^03L~v@p&FVsysNi(0q`(w(7~ZW5K?~mo8mO
zFnRaxT`$C1zQM1nsi|rGui4p`IkLNd?#4jf6UC1s{rTI>HoFJKVPEM-2MNEf3ge+g
zyw1#Hg6q0xOiyvzB)4~~IK%ylS+qC<cSpLiyEP0fsV80}UdjLMAv)IH_p@j^)ray8
zULA2K{M9h?v`t%WgWsvcx5-*E&+aqTUR|G}7{R1f62=2eduaGO-kA-oI)C;ys!h+R
z;+NZB<UHTQk;>|t>X#9^H>EJEys&Jdi!|?6cn6ArBjsHBwd6JLDhw%9rk2p*T*liH
ztX(oR2%MbE*qisw{~PgxPTGT^c#km}BxrUgeJ#c&<3jSmvR2)!1VN26R%#}i2Y3)3
z;B=3-2!(=5*x7Pc02PNrW7!)D-|-(AwYo5$+(e{R&~iL>Qf`=Da(P<t=!WmFU%q6R
zwH(`YeN|{kOZL7SIsJ&7ugGB&=0<(HaA%rM_GLuCzBMna(jud(-mhBcQ1nQz<VwzY
zqrjzZ(GEKl%^xa0+!()S_x+b@K0eV`VC5Wtqv{t0997W>%RDx_-+!ycpsD3AY@x4(
zWTsrmLwE=4&Yq*S!e8H`e+qaLR0gI;mU*Ht&f&7w*{>jK^=QVv`^MtUfW&#kAZc^>
zhQ3A|%jIRGEj9A!R-z_5N<uNKbUlo3tBbr8bK1?eKsCI*T(9~4#Tsd6qnV{U7*y63
zxr)@Y$Y6Oasm+QNS6}8K7>dKh-}9T8CA8I*MqjQ!d{1mtXce=^tfm_+EqA3B3$TZ3
zXhAH3mT6$7$vR3{MtX90{yS!G3amLiqx)EYoNZy=fi8|}Pln~L5kwi#yiIuo-B*T7
z@bdpf_`C+kh}%!=Ud_<=59Pc2<ap!Cvf9q?lbQf;AOCInJV3`((KQ{n*=l8G=)Gd@
z;aAX0jG!k%XF9#!#brZI+W7fjiYn&ZLAj(CFK2dlS9)6kz+WypTN&zYQc{Eb>YTd*
zL3YxD?1gsfE^0%**j#4^9((xo%bC%QFJ%1Wx1L>`rkzvw8ZrGjB%&_bATPVvQxu&P
z+iH$#L7x(RCP^p7NDTeW(a}S%tK(Ps9_l_y_dD1~O{6|}Uen|kHukV-)Vh5W!7i&m
zgW2xS@d@8AmYm)aO$>|gq)J_lTQh?}_^oe-hb;A9r7^Oz?+upoEyL*>C@NK4UR{sv
ziT=uu1K&XX2HQ+_QyS(RvD4<&?6$K0pa;kvPFcaxrZ6uL*SMk=bb{skN5QNBh$)#-
zz!C8G4?@}3x4qXOzvbjF&0jI8{&eni#>4Wyt}o<oDZF{WK!bnfxX)mrbk55=UV_@#
zJn=B#^UNzjjEzSe@xk44ivG4trKk<1n|1_|4=`_NeC*e8*n{JHXg$A>2F)&w-CIn^
zbl7F=d(ahOW89E=?CZNj5qmu}fGBS#y$uBZiuFTBLrz=)g&`Tanyw$&;lt}0*B>pm
z3Xc@_nx44u43qz~vMzH=$}VXl^;>d_Y^?4}?WjXh^-^Z!xd*AuqPVh<Hw34Sw(eF!
zy9Az42kCwdp#m}YhTG^RZxq{6afs6Lfw>fiRP|JK$+I&5ITgEKq)z;-UH3nm#m8LA
z>3VuE;@GWI#6yHxtBIsrI*OORUY!Rp4>IU)*)zp-l^M{p{)+mUNMWZROz^BlK812>
ziTa&)SxI+`(jIIIcQhiPfJ%U{HD{0e0@f%amcw?u^%ViH?7LzWbp;MGUU}*Q_&g7_
z|MJt2qow-=+ke{tzf8_<Ja~EkQw2@4vjYu!D>i$as9Tlg0q{L0hwzl_?Eh8pZK@co
z{;TiOLXLhN)UQ-;lvOR7Lk!^9#M;$QXxk?G_<J0oVJE+g1QhIcrL(W~73Hz0;(5UG
znzlIuzhtH_vB77Ei3N`NrL<<$M9|Dc)CMTMgp~=)nZo%76iHLITCVjs_D6-B8`U=`
z|7dg4%UdP}>WAMP4K`l=UdxoibB}GT;3k(94g8te*uj0r2JH@#_#bLz9`XqctBE}R
zJYe<dAwF}Azh}6UNb~QvYMTc<Cw@5i1(rGw01~gq#izXEzfPHvBlCf8cFJ}U{n5-h
zd2@<l@J&E;8R36>LUft+zcIx>&_Am%4=|ofnRA>6Y_Pu=Z#d`5Up5c0o|p&d&XMHd
z&@OX&HufcyvXFOy{?_w=yO;Vp-_g=~?j7sx%ZTmz#`s`mR-HgC(;J^l4XVMuY&4~D
z%rZywe|;E&Q-Qtryh^Ii<ED(R)o<&JDwbv+e2J0JaXDh_fUvBXh(7qScOKxkHR1Er
zK=V9cf^R@-?0%w>&|B_6vA)l2aD}9QizZu0-7%_^t($Ty-Dx>t{Wi5J#>moT>jIVO
zPWu~%$vhw<dk^?yn^*<UyWZ~wG53N*glY}k@-=s}8>gm><|Ny69nGXLJcaDe5}baZ
z#ph4(&|y>K^(CbR$|<)?)-N>&xbYG-)Q_Ch7S|ZPy4@G0p}GEoxpxcTN>cnUUQR2f
z5AYE^l7q9k{*u}+a_#TsZJf*O{Vx65nXuTcYCW<nw%v5y9BJlcN<E7sGfXDiJbvp0
zP6y^5=QppJ@WG1`aff|ZO?+lS@LT9GS>B~#M!*VInmqQ{+J{)w^Ct@HuqgB@M+D3d
z6QIhIFk)Zt{TA@-mw-C4?wLYS6x=7yY$H)Uj55Q^Z!`<`71PG{&xJ9iusL>0NA27L
zf0dr`#=?2P@O1-e@!Ttu&GUeD1_|GmEG9OX|9alpXfbj1qxG7Kp({?Eong|ArJJr0
zMw;P5>m=WB3W~TX^Dy>HZAzu{Q$#)5v1v!`6<R1~+}s6ETX#4;_vQ>)|JljK%hzq%
z&hG8P63uDjP&X-JY6H=_RmMTh31A(=`<|-0o_Us18>nsBcnN_oVGg`ap&so$q}_}&
z@r@Zu6u(hfYAhmHzi}T1<%Vsr$Ju}EGg>rS`{kj_Ho&0yuSRM60E^DNFuJhLdF|+w
zw{iW6U&y7D@-nCH%;t&?GCl)Xv$XV%)a>bMMUY<fomQLF1a|?21N=QnDS%^Zg{vv+
z2@S8{T!_MzRPkgnj~kxR-I8qbwxSSiGQ#a(bOIWUg22Z|l5G6X(Es)fnhVcRFc0{r
zC)O!S$?>lYr0>7^%>(lA>hpj@VN<?c5<F)sf|~dy8|10cqC@80^F`)EZksD-LP!UE
zPjT5+9<B}$e+kM7qY{mSY%&o~h<~|X>E-Cj_rA`w5x(~?Av0I-0P%%1*2}7vJhM!l
zer<5vE+K}3#T~{}waod#1~Q6kkaPR<Um28tDi@B+TI^4%%SL0j5}S4<eXgA2e6we5
z{2DqBC|~_}a%Mb;C_9!?|BBirwN$Nm*Y_KXd5gJaSK1c>+v5RNNQ*mw!McP!VG1mo
z><mF_8M&9UCe0?V)?kD$Ti_`B6BUf2;x8vy_FGyRuN@^qPoX_liOeJ<BS~#uygn&O
zdy&7zxb*UM{b!kDVxk4d_D{dFgN?}J0kSRsx<P_;&8Ahad^HXkX`B3h|K*a4E*}?d
zR`|7Jw#5HlUSS)3c+M(*O@7?u+Q1C&L7ikmdmh0-)j|+-9~ff&{<$N*&=~5m+}Y?t
zT|X3tKsb+qg2Xrz@mjg+fZbu4of2@)VMkUvOCL|i=OutsDGC$xebE}JEqZE&P|Wr9
zcWn3dVIdf}kM~5aab^1Zv^V%cJ>|g1<M_futoA<wW=|{Z!<CsnFY&8<QP}ieuYDt}
z2D<sG5YAm>t4h1kc*H@_g=|sc?YLyC;HAxiO62&Kz2itp=-$3VJULm|Rbey___x}*
z*{p#Uo~0*B(8<(0?!`G2x3ACaL6UN#VF~pF9S>yh6>QyGuQh&1YV#WG6LOdbbw06n
z7+>e(GLa2UfEklnrm@CbZJMF3vQt&>a{`@OD=wQ2ruY5f2e%iL{WY%GOI$gNHMn>A
z^yt$s5A0_m7Hs}zF4v&##<cYT`5eSwv2Sl$$voAB@F+n0(&#kTotA0{&wMuyw}ybS
zfsebflEpMVhpCH<>;oE?Es_C=zec5LJ_>wXsSoXSU6$hr#6V9a*#^o{zLdn~J`b|E
zd`Il3W`pF$8BqrR(B#1w`pgx1()g9=87xKr3w_ij&a=7plBZv4I_ClRzk4iq&+`;H
zupjNTM7eIb!M)09Qa^Ap6;*<;nT1~4xj!XK65R^OxN3w#k#<O2q9_Ez4_3n-E@8#=
zD(`$UkX6hmagEzX#fy0-N0u{PanO;%x||cF<qY4WXo5vOba^~^3w#In_CH<J{kx0e
zez>THR?&iwIzu!)Is5MC8UsNd9l#~G0C}4-r`?Dr&-w2W$KqxzD!)Y(UQP11ip1GD
zNNuQ^ji*t<SSDq{EVXl1#hl`Lp)F0Zf6o}f-^g5l`4lWmE6$H;7&s4bexSKVGIc%m
ze0fjeC0p!7ZC-&%uXZ(30*o)Ftw6}6`oYjGyEGec5iR)kw$`17CSZ6c(^0jMigCwt
zYyWQW1ym0r&r*r^+8(A2`#X*ne(A<I9;Y7VN--{tEJF{MpkhWDh11g74f3vL<-}RK
zzTzc!)k=c{X-p;%yB5s=>Ea{j0TP$lTmwnnm;1N*6A?kN@;b0DrJf@b-FaQ9a;d!e
zj=0v<SeBo*Q3#(saQLhR+OffSj<l^a*#pvzH&<F|i)@f+mtWrPJ?<Kl?p$~@P1L{9
z)exv3sSY=z&|Ncfad}x;rx*pOBq8_@-LpTV?9(=nUy}~{Gm@m_x&Oq^P$C-k@tr)~
z+y9yF>kLSwhegfiYJ1LBwhJ*`+RColc|(n5g``p-vX>{C4xDD>-G(f3-E*k22XAYz
zqrO!Vwq+jhLPyvKjjQx>hqr>7lh7eI$rIKiXBeW}3<<!D?aqDN;z$pxi1$|OgH93b
zv(aZ5`Oj}o)%r8a7lcxm_I>jmod?i!96$HX1E6~L3!3`wv+~p~GMKy7H^!zrI%MnW
zcvtF@N@7UQ!yo3+gqSj;mUc$3dt-Ic<6KqVtmO_Md<{4un4uj4q8+QmLGTA|9AR@x
zPVd?=+tuRHF=F$nbL?yKNpnjMAw%F2ch`5s!UFlZwaY2cHjZv_=pnCn$YK)u-S!ut
z9&Z^$BiK5sfqJVyz3zwd`u>)DK2DD8o4su@cdO)E=eOfW9yFj-6{~BDvZdG_7)HIa
zJqm`|x>14^*6YE92`lsLfi!(YnOUnbpo(G^kkMQl0QK-t3QRAgrY^TtWhZum1C*Ti
ztC^mOkw|TbMU~KoR<=zz?_ow-4=nz~6m3Y1fJ;#2-UgLkUT+vchM!thcYTxltm+HO
zrn0;uN@h-U$PexMm)qq1AOk&qC>dq@v^(*n6XH3I@~!LJF?!sqvcxrV)Q|3;pg_GG
z@!jd1$U+djaFZs<<o6|`ANZn_Y3m$xDqo&QCd`!KItk;M`;CLpF3OO!karZ9^$AAj
z9hR)z8;>$;Yc-xUKfnU9PzTX-0jBhL3Tjb5(r&U$ApBfFUyr2HaTsRYQnS4ZVjO5`
zGe7i*Umk;2+1e_g4u%yMIo0<&I*(w?y}UX{QhYuNGnK#6FTG7r4SaPmgO1x$?Y*B;
zRFTycG!HPR5+__zPD*HUsJmfzqP!I*YayOgl#R}q&jaLHcpgBtwr6er8cHlTc>MX#
z92^TQYDpuP@@Q+#Smxv%i5Gp<jZevNnCoUZ8X`oo6Y7E&0%=e>Vx?(+t!ku<Zz-;k
zBt$N=RZ9*#v{qsA;oXRVnxiES2ODHWFXq1>!EcV8-|=Yf0r5N0n?5biN7uWyN+5s4
zxZHDP-#wSSNR^kKl3A*9WRZ|@*&+!9bY4=D?L-l+*3T<KL2zq~vUwZgf-;>vyD>sg
z0MWX(++rL!?14vi2aZwJr!VV(hM3iXXN|ZQhyAH(cRpG0GZ9mi@4B$h#m#!X`JUJ5
z9|VHfkeThmhY!mV5C1T*G1LqChk?<58n|y3>woXk?Af{1#KC-dks;8F_iWcGdz{ui
z&i(p^T={xKS{nT-N_8VaOG+Y5p156F?Jlr5ZRxff1J4Lq4N4YGU^>VgOXSr+>c!-g
z`W~2{WVKB;h!Jyw9;6eTCVijyMvB_l#I8*jvZW+8$tp>Q!=>TBwlP5}h6FW)a+D9D
z@_X)jxiurchNS<IHYQ&xWZk2l*D8}wq5s6B9(f5e`*j}BRu{iXLd3Rz{LFoj9Gvp3
zves#-V|vu|rBj~c=MJ<y;HhwyTDG<NB<AzD9FMLMQu>*-aS*t7X#s;;O2wpqX20hH
z_ao^m9z1q5RL{7S?7LIVMg=E<6-{4b6y4G`c)RKLvzp^-Niof-)?Z5|(2!w_1!2F9
z-fA7YI8zKRXz^n-U2A9s<v2;Zx$rXzlq9TkM*NW>XmV=koWJv&ou7EtlgKjt>4QUZ
zPH;)q!vE=}cHiA}hPiH6%40gz{>p~0+1VG+neiykIunS;SQ(tIul<`aA!((%pd^l_
z;XV$tD5D-yjn~aiJ~Afpqi%79xMu`)JGtPWV>4Z<jFCg<TCy+x9$Dc#T%-c|JL2Dv
zBfdYQ@+Y*u>XGec+Y!HwKKi%qk>z)uGqol-W~g07^_W-^qQX;*5ihN03nF(lFcFZr
ziERl>V#H8a#*%uI;4;*v>)pY=POfHqC|_C5^eW&756V+vdkI&1)CYor+>R52vyFE2
zl!`Q((cjMK`Zv%&P8<JpRir#d48Dd%uC^cT{pLTUJZw4-*uvXbU~&-*;jg}4v}pTI
zK%buDf|SJBXuH2W6giQ2_Z>s|fGe1(yf1)vLJUGun@Uz4st}M=fpG>8TtUr#5P0W>
zphXIgwACwzGV-GN4n4Py7(S)Fj+Mp1I4$u>&VgBBOF?!y2aVb1{}n?`Bl3)+K)i0B
z@cM3(Tv<<??PZ5Q?Xazq`j3ETb4S<>pB92^SK~qY(B6k(L1gwkfLxFiw^}<&DWb)D
zc|-xTaKEv8n4B_)m9eVKGm5I8^@O%q2u>RwS}km}$qfK85t?HRBzX&|t)#W;1s1m{
z3n_k&tXg+kZ1ItvXtU2bwv5x{W4!)`#3D1b;f@hpkd1@GP)A=dzUy(OMeyC#URlO7
z<uO5;wwedD-|Rgz7d>G=yZyUm|DiL0fIe{X>Pvxv^Ir00B=3f5a+0otMM)^#p>7Qg
zaqWCsqL+J-%7D#>=Aw#19Z@!e8M6+J1qGLMRJK0+-KelWd6Q|`sTN+rB8-_2sJZ7W
zPEX_Pf5@`aOI-agmooULY<2yI#x3egLb5Li+znODDXkl_G8xKO2m_99Z%~UIY*p_c
zCR=lJrbL(BW%b3B%za)ZjK~Uu=vL#zi^^{gNAfPJS_i($^a-ULGSYe=Y7y6K`c8B?
z{+*&tW%E5x@^J<q2dIQY$k@}d+qaEvWMx*@6`=|GF3K=O@O=t4oet7mLfQA5#@Vqs
zc6kSX?m@l^f4u2?jcyNY>x$0&MP4E-&2;a>g;BeMs$Q!saweDt3Y%aUH{+ngw&rB=
zqa0>@|CxB+=fe!%WZMwE%4?4V$rQ%zHzsUlGK*RJD0~kv1mZEX{U7OqH+wEv>SfQ7
z<Ads)_1x+Mo#XkAlbZI@yIsf6oxH*ziq1{%0g1}uGy9J9W>c;Pf=okTh;ib9y{!+g
z)z|NdAP`<z5#T_eS7?>H`-Z}?PDp84F$K~f-BL&-siN?NPxPDc{_O<biJ&(wu1hO!
zB*%F2&{!qBMdX%s=`6Q3U@^{@Fo~36J^^1G9ogCHjQMR-b{6z>>xpZpH4@K5e9g@1
zqD-4MO-jSnNMoF_$<XqkJ=eDO3+J#{ITP9d8(cf-CBFYNHX|zMuE(k7&+V17NUuLw
zWY5&#LeogjB5jX(e#PZDSz=4b?%>;DR6q2vEW`0P+5oyToAwJhCapIltMY?dMtHh$
zCHNo|6+*$W5Lm>^$cpT(v?6*xo2KtrEblqIDUlgbT7iZtXLRiw=zqq5-0$xF6y(n|
zb|6J`ZQ8oq14`60SfOTOSf}hEuP->uI`D41idAQf45_J=KFG*IHV|hBG>S(wQqsmt
z%O`t%PYHP4VBleCeeEe>RX=9cSce#`ua!Jx#2QdWJy8Nbh5P~qGSI%N8EZYFwUwc_
z?b5s;gP0P6Kg7#z)D%p~G)hqXXIWeOAMz0edIoKo(^k*q#bLh6CHbl}yTk?3GDBZm
z%Bn;OZ4ZpNGAOP-Cb_N~TP?~s&@d{U+r^T2L?U%@3|+>30)EdYmZb$jTZ`l{kQ)t}
zI6C6tmcFdBz*dVRJT_pKAu2#uwd`?l=M+)1p5-#}ndv;;Ne#wy;E@x(_!3GPl}Zo%
z&n`<(1s_F}KxcF0g~^LA@>OknWozY3yER{QWqLPG4{9M_Timl^E3bM8n-?~e>Ei`~
zkXkPL3Mr8kkjMFe^*7JM4AQ5yQAm@}CHdf*q{Z2B<}z&)AcNxAyW{*QIhMyGq;W;1
zG!>w^1>7*;I^ztpdm<C+>H%|>xKw!{yjbEk)7w;xmK#eX&i1^fkXXUUz9P19D$B^=
zQm;+l<_~PFYU%tUjx?B}e2tgMi-s4grk<6zM#x&`0VgJ9W3lGMrXPwVE@<~VAV$am
z(Q0;kUH`$;M>8m63v}fTKGSzAJxT2OUIb20KA}qm*XNgbed>^Q(Wp!05wuaFS-LEJ
z+?nv%fyBFPGYZa~z`!4S4pM(bB(O<a1<O1goHh5~zhTfX{4x*7_FwsX?95)<!tWio
z*hYV*m6S5qD4z`d@J+tJE-y}Xp*1zc7hRp+y%tZ)9OZv`oR}|}@b%wq0l}PW@q*^1
zHFg;{x%xw7%ZEI*74_ob*T_}ePM3q2s}K#JFm9^y^X2evf-{!9_#nJ1%#6DnElj_7
z_E)0^k{~L!)%txlR&}vobX{AzQDRFc7G(YaiN>11FM1{>=ekREl=jP+#@_P88KY<4
zhWV8ZpGDvM77Jx;;2fL(1Nidgz{elHzWU#ypIc`S97j(TYb|nY)&?;*pp5%>C8nW3
zLyMGLhJj$z^iwI&WeBpC&{T9q664`~xFk9|N#{O6g>)tCJiBm9mk$;7j6_n@@}<%k
zA$f%k9OMph_Nl_IEAl?2PdxBo!{jIHFY7M-Y*?1dIiLT>9(f%KOK6fKNcVTnr}%Hl
z!lv9?gf@?5*ldWn3*$nKGi*g|8})#=uED=e@x>ih^2XL-!c3xWvBxxqMxCLMXa?0!
z0`|e1C9QJf;^59pKUmjNT<{JK&j46?8v<3a{&%qP`E}7VJHJA?k3Nro#g8s<l`9Lh
z8l5*=l7BDb_S2mnqcvY1*FGPXU_XToW#q!paJJO&OeEdb8Sa^-KnFoCUsPXb|8EDh
zrfLYvD&e0YId~^!s)dwQHFgo%i6b!1H{;=pyYZ)i9JRETR$+Rhc_K-v0Df9$lH~1H
z$-rQlMJODh(hnT;X&r|{zV9y94JlONfcl+v=|{}z+CVyumiGZ_zktnA!|lYN6z+Em
zPvs1mO1=MS;*I_z@(z%h8UFr4x2p3R-8qaip5s^;gkBD5VKY8ykqq}G81K_cbpTwd
z>$hkyi8FBwnGmvC7VB@>e&`oyV0;nNfQ~l_EzvSAdINdlNO_$2QVERotRqXL!5F+C
zLl1njT?}qUJDO*weZ0IwH@b|J%71%t)sx8u0{8>8<?U0;_)`9YmiX<Ny%BRU7V;>S
z(-z{rbHo`r*W1`Mb+Wlfo;%We3D3kfjBIJwi8W!#_uQ3M6!(h)n_S!SooNt_PJGhJ
zVG4QIK`=!9R@{+_5}fz>^WMi39GPb(Uznu}XL0V?=X)^@EAqPyxdQ#?@-FGgdBFa>
zm*1v|{8RV;>^e4mzwvBz{Azo774#=O|B&nt{4no(bQCEFLU$2btwqQV_XzT`S}ZVt
zn*-NDL$`1p!k*BfU~fl6J%PX`z>t;UELNa+efLuoF8q303YDX+)q2SMMtg2d8AW9I
z8o8+t(g?yzvV8R;NGw|i+aJxbpA8ympFcy!$8G)i!4c2nUz-OcF0q*OFA`V3D1vuB
z%)Y2M(H7EcIw1smwZOo?LJDs6HT;Q!GjbF>@FSg2hqGMwm1K$n55cS5--HG2D?#gs
zpvz6eHnZ^br-f#eR#p&1;fM)qovWdFl}2SJ4N^hNQwNg4F%*Au!7FCT`Sb3g=SDC{
zpu_ig9f!&;FQk7XSQb-?hm9PV&Ap0m_ZWTj<#%q@&{pfb@SucU&E7x<!qHFg9`pqz
z$;Oh4OK#NVOR4dVpQZiZ5%Jo0M4WPKhG&b#pe4LogWX=P&IXJUYBBYAt6icaN1N2D
zm5wak<*6fe4MbU*nkDS^aIXc13BMJ#3haESC1EOfsH$)Wg<W(D4oRg$f0eFWe-R$z
zsadFZFx;5moBpK>;@){m+H-1F_*c)1dGMzg^2{r<vDjt*y$H&`ckYMjix*5EkC6Um
zkFOH82ww}`TQL&9qeb1}$CG(B$zJK5>4XXCifvA=d#+`G4##BOBB&KU({KPEVKJt}
zH1V8Yb{0y-9GJZe;R+#@#Km8;QK#18yx_AsX^FZZlK^TqWbOVXAUo3%h13<HnS1(v
z54E#H{vn}1(_jJQ{zFZ2Hs$~EtsD#e<ybiMBOtn6A-GkLbO8bpTLZ!-(_7waBgs{L
ziHs6fT^xiI^Dw)uhx`UhZBD$|>~f(FemF2)@ew#L>{aFCH>PI_2s`S?7wgkI@r7eP
z1lY39i<b*Fo(EGZdz<*Ft6wVEpB))k^Rq-lA6!5SW97(L`81kNDtlL@;%@eCuwJB@
zYaw*TpJEzjW<xegr6jh&mB2*?3;dx+((o637|RYzaY|pE0EN}G^ttYVH4D<Ox|ozW
zHbk)Ef|st}l*=VA=3`2<!o<nuJf~Jh#g+6AyXt!+jI-xIw`9je?v)S`afXEDv=C2G
z4LD(`2AFKCW1lqB@~v-jYGQccyXs!H%I=zem3I!cD9T=Ss~?ZS-$Od#)s2OZefFU{
zO&zSxYo+!DJHU@GEyQNIEH;oF`YENY?gGgfE234#3RDR96Kd27mlA;<?pVL`V)Xjm
z@J{5_^+0n#Hf0N$5Sf;w5Nd_;7*oe|l$K2}m_uR%4%cf;`}FI3UNDElV+yldz2KYr
z{9(>s&YU}qgrn#ZXGV18#%jdxfq`;5!tep$M@E}!pNHN5vvw=}&IA7jG(RBl@9v0<
zFSbZ0u~EAwUq=uQQMA=<G7@&`<L$_?IYMUS-a%?=a)$VpVWv)pBa3%Xv(!%DOi-a5
zC6~7hA?nWp`K}*$@7;eP+#P<Hp3%KcU&+2YtjGm93G#I!0QSbeh|=c{_uifdgeEM^
z!MM!yPPL00XR$wGLT4T@_&q58CgyjfuImR08iIvNss<hucH9B)$jH*`MLnfSwww2>
zCFKkgDv%oNgyT*Q$4dp)(~F+jDqi&6A=bGp8z~p4N_R-En65}AU)I{iu_k9~eL5aB
zW0RBOra8E#Dbs(eI{xQm&>(ag#y^RQNIsF&7u=h1SIF(F$7SZ~nioE)sMnIbqOa)A
zDCl%8bhEBl?0%V!GhClax5p`d94;>jNlWTG-J8axzvV-+Z|2&7sD(|g%3<+2Te>se
z%hrOs{2?%iCgm2y#ULGxXhS>N74?L*ya`m5E>###bPO~H*5!r;J^>cAfMYNw7)q;g
zb!TAB8C+Y5H?#6}jXQWv_@FQBR59kM3s^U*7u~l@rcqHwLHRIBhR|SSr5L?@soMwW
z$GKk|UfB<%+k87Wnj5k)U->6%Jtq^`pZF{rn=zC3EPvp&J!|LJ5c$O6*2g_F6G5jJ
zCJxcJ%d?_aWFDqTm0!eAdR!8lGwL&F+R7fo`(*AS9SIYN&*&lq;RB*iS3PHx#JO@a
zZmD=|t%e=CsOYF#CBY8kjpJ_`wqcAOVUCcLJ|Vd?HhBi)&^zjCvoRsoljoNGB!k#F
zc2mdwxd%Ne#PQb)WKew}PWbX@u9SaYb0JQ??v00krk|3r1J@h!NLewY3??{L#Yr8s
z+WqCC>3Xm%%dzk<yv_q}R|~V@lki`WNvQ%$H=By*p&Fuw^nn~9A$1?f1hQHgh*zEv
zc1?ohMO^#u6a$&PT}{-a>QB4B{?q^D>G%)#%bK>jV?QcSAUE&K1I%>S+Mk}eTi0)t
zsXKLE{AOJWOAN~5u#_f}Uu@acmoTWAm+GFta%0)MgqB{^Lhj9EtRt*Q#1Ptj9UW;D
zvJC}ja*&$XnfPc}UzK}}=YFB(hVAoAzZiKb_Sk)F+#oa0vF9ftt*V*!;GfjrnS7$S
z?^5rDq#OFKwy#_@1Xsk1T*Tl{!|v&+h3lQy|F-h?A0%H|1N)w^WA7K;o_iP`bXlg(
zY)$kN-%oK74B4udQ%=5)S~bn7>o;&`R~6hD|6KJ>4QXDu$aE?p&2OJqne6tVN9v_)
z4#|W?UL(FmtK_2`L(B1pC^;wVWkX@jnHi?*5N0t-DQ_p}#%_RvU>Ne3_j_&_KGQ)E
zWt8DNa~CGhp4_1I8KuD3|7FzbT6`(7O|Cv-drt4^A3W=KBJSkJ?zJ-!v1TcJ8w;xl
zg?Ru*|CQZLJW{7KE-;K9e?_KDz<4_yZS{`ki1de{BRleMtOkiU2a8)IzaFMmDknd&
z$OPFM-D!AL<VZ0tM?P$4=qqiByf2BIkjm~2FH<4PO4a>a#W#l|>%Zmo!KMPY*-N1x
z3<|;(QWAeqh(TSx=jR_j*7(!M-p#Rl{=*CHf#OO1up@1iW33-6ot&{~4ji*aiyf&o
z!Twa0jT9)LC5J3{v@Wux6)0(4b-Smqy;Zn(g6B)Iz{$H+!6bNRN$J!ryw(-$lWNzo
zhra<s_Hy&4E_s+Z+NGY9ATBP`UcYk2=9apQ^7UAEZc6?4fcUniRVMH0q2+3lC*RWv
z{2$3zeIaP&mFC}qc81zPFLpI8<)6maH9%FptPt*kp~xzdamX%;?V&y_3=@o9VZkY&
z>VsQ2)h0Ags_0bWMYLLEdPQf5fqR09wFIB!|2%P)P(4g_3|L;L)_>5TzbW5bbGA?V
ze$kDe6$pm^2RvB)2@h8?`8f5DL)4Jl;*@Jmi3fC<r)r!fUGHDJS|OWl<*PZ$KBhl-
z<Eh*Ua<<-dcBUvV8iJ=fO4S4v=h2Q77pQ5pi7&)E$VTjbanjw~hytUS5T13S(?xsV
z=?FR2sRispv-okLJJ17h^YyTn5!rZORi?4C34WhR(Vi^*ii!*QGV<5xbBgvqf@Puj
zP5DW&eqS;V7#eDRvuwS5)yuJC8`PuMo%L_a`O6WvE|le<lpIG$pt((h<!|({1Rl17
z5t7a;D1Qs&=Bx5*O9BCAI664%IB;xjUy~%@2?zsE#e}VwZM8HqeqxNZD~4(m=m$2J
zkq8!&0EZy8frF=Of&5vxwDZW9(Q)<HnF~`y3-y~^dsg4U^{4hO$ppj`!<~IUqoS_g
z%&(SBg6$Z~LO)I$L~X|-KN)_Yv~?Y8fnZdv1;1jj5O+<|5*a?94DMt1KWj-;z7_a%
z@jKHK3|0ypoTn1SNd&2csuv}&6IKC<v@4&GmGxr6@5d=CzN!0ul}w&R{F(Pz#D8c)
zp7;6pB1cC5iiEzgtm60!RHl>fs@BuH4^e|WlWPyP8oQv0ukx`LpBQ(6!9vwLnRH?-
zCahf_3!+7NQwlUmOiJeBwb9r>TCQU}GZ>zwVlo^VsWe0&0c~A@LW{oJ9$nA-W_Wo$
z6~32F&3)#7_jjX(Zb0~Vu4hg%F2BAtVNfgG`hD8<h#*2bw?*Z8RY6X*p=u!rb9Gy~
zp)q9r;<JulDe<osi*6g}5mhK;GgbPdS8-|>NS7Lr4Lmy9LSlU<hRC&{WQ~M_{dzuT
zt8ciCKcX$d9?y4y-SGiG_QRW7Urb}~st{$o*L<%TlkUD8f;Z&08Q`DVtQNL7K6(ar
zR%iubRZWEkaNEuL7m`$PhQ@yi?|%}uNHRG66G^-*=Y;tkk3|^tLO(S%Db)uH9o&@!
z@jYeDP44t~0AMR(!ivag3q;V?*<FK(KK-$4PpljP^XCEjHmm2d`o{9Oon>C4wjr|-
zMg_;!WTzXg1K$p>4Fu<<BW-%hrksaq#Yb3^=?ch~RUG3@dt8h9&s6O`Sr~G2Fc&{T
zXI={|dy^XUh!M>dmq{&7St8>Pa~sU;lItnj9)iL_kc#@^U$)N!UeWu%QMzI;1@y$H
z|4IEBlTzwjV~=#;8%EwU`d%T)slQyr@90xLHQdafXfjBDidyQVB26caJ7M;}M~7c8
z+`5V4wyK#8$jE4cg0=XlXAUk)`5p(XGyMz5tS7*rXqYCjxdXN5)GzKPaRfCx&xG0K
z_-9=*MRX7Rip%u@=+i)3{_%%vnuf<a>qLJ_!zBKvH1CO%cl+!^)FrM9gy0VsUA;h@
z)8Ip`heYm;;9!NTh$aSwBQPtr%f?W&ehs5(x_}6T6k|jp=Hh<iQ&n7WDlmIFwld>)
z%q#l(S;D&8PW#QIo1F3L2)6Tb2zp7L{>#j<`m-lLW_ApI*mHXPXA$CibK1lHB&fp|
zY-jawjhCB<=M%TL?=>ip6St8Pa<v+aGCiPG5YO%tYu@_arJ+Nete#EQs)9v<^+}p_
z))P<$J~0VV&NAy3x;MDUa>Mo+DuCSOoi=uR4of@2OIKNTKQKZius$Xyn8~enlc*Vg
z)uUS2B{i5aE*r~NmxwO)wJ)(XwR3H2gWF|`AhL{LeY|{Ky(}g<5tIt5!Np|cosEI`
zzpS9Fp0(t4mLg+9wv;>&M0CBte+#tF_CGP_N2KAdOTDJF<^j2<J0@q}5}C07P_v4>
zQTR8bmyXN>ifQ1%c|gkEcn_?LHxRb}GOLLmw9k+Yd<w}RFD^<?6)h5n1)3Ft!dx7_
z8c)){JV$7y=@GPsTpXf_&Lwed#no->^n2rKrR2ql1#z49WPR`8J2sTX+hc^2e|AtS
z7oc!ZHa=r^j5sR~27{Ss`LfS{yWiaa(RNn^;*dy02j33J%z*pilr<&S?o6Xxxs-KO
zA7ge+Gc@p7?UncLWTW5Fo`xKP(Uwif)S^_K%O$`ibdJ`=i+AFT&Gc0e)oF9yuz}1D
zS*+rx@t>qvupr21*?6qk0x3@TF_Hfd+?JE#LeF<>DoLBU59<(O*S|-F(DGchDlrE?
zaYtle3<=`HE4|mH5=i+-=VNl}IuGdJOM1Ir5Y36FJ4~jcW93V2f`81@qNd_1eRQjk
zs69@H8_k|oh)0$}*-abrIN3IJB4+%J$8TJrTGuPaQRdrx9L+1n^neH`1Zx?|B-6vQ
zo)!k`t2nZf6i!=6g5r{L)VP8d_yHeBy5mdsH1@FL$d30&5srZ3Cy8;q#~qOfUtDH0
zDZ|%*AE|xk8>AJ6eB;H0!qc}1kcPBN!DbV;Oiy1&ZJ=Lpb?dhEg%Z?xeW&=5(fGxw
zyqx0SWUuUG@Jw7Tmg^l~-b#1fi7TN)?;}2sx95MQ8O#DDn`2M5W8{lpW6ag(n0scW
zE-uH}?~~uU?h8xj)}xn_cDT<2UfT4{Rd{x?%KKXyTxf)?#_hQnVgKa~#r3hLQqSyJ
zp?6O2iQBH5tD<(s3QlyNrIxm6NvcqwD-CA#iKAgfu7#1$9SKOO7HQeL?v}&{izOqa
zEnS!rrSQC=2IBz(GPkwH61gF5K!m)kh!ck(mtZ>Liaax3yIuD2FAIP=?^AbA@iDXC
zen{Z-fz!{z*gaA&7;DP2Q|PU6k$*=bW34a5#6!NhIL|tiXblv%fYUt_-vkoO@3}%c
zrK$o%X5*gy+{;`6o`RH?vD$&dUE!sgT8XWPvc0_AJH=5ql6S%&?JWrc<FwlJ(mT@^
z7$>@&_LRC=;;Mb<zV|I!cXULFpWYJ$*6a9%5BepEfx~pxZ!Gm)f@>91*tX%dg?QIw
zq_qKJ3()G|xyZ7Y8BCcj1JUFTbhCoGdM0~ijGz#~?lcO*!a}OX_mofj0*B~5g!Z+x
zz*a+q#{|YSGmu<JsfM@eqPCwUh`1p=zjkGYS6MfFg%T`zqJD*7_8u&EC$_Zg{vOm>
zGOH@*shNKFRaAx_t1_+9$s-_{hl0N@yC#Q;EfW@xv)~P<1eI<{*rz-3?KAbF@~FFV
z*!f_O7=Ojt?B2jGuYrt#{b<q8eD}fioCzd4=R7x^+O-I~9>`&F&MPAeZ+_yPSQ$cQ
zxz=A1WhaYdUZ+MXL**Zmcj3zfU5wjN7w*G{%F5b>0(UE?2v$|4M_?6W_%v6rC#Zx+
zm(AIUs!P}pnFvy22YU79Y(d%EPlvF~R-V-Tn$_$&TB{c%dEgXET2|?VyK9Z(?6fp-
z5wvQZS$m=o*B!<23BsCfdh8RXn(1Dz^In5?TTQ1!K5^t5YSGyQRK0?^!0iepuS;yJ
zf-O(jNH-z0dk4I|j5JF(Zdb4?(p$g7kLLIUxEzfR8%Xm3BYhn79e{&SGXcF0Dz9!?
zcRY()^y9X0r%QrL4ApFsV~*RrhikpZic~<V>y05H6f<5QmY`l}ior(Td50G!XspAU
za~mF20>sW?)ZB|UosfP7!Aws-ueN-qr(7@;qclY%O~`7Fp~j7WpJYzVR2NUwY}1=c
zE6{x(W(7LZ*wD&xZ*BFV$8CgvE1}J7xZ^t<Vvu~8KC-pb<V|$_rgeAAdLqd8(U^iN
zFMHVj#;3b*4V!N(aJlmT>JUmRiAptWlel-*xB;Q+#+AdJ5V~^QvbOrPS`q}BvV*2~
zwqlqDPN$o89l6u+RF)HrYHX_sL5Q79%ea~e<pN-Is_d4_aXYTBp(4dOOjAUan6o)n
zndVrwI|tHt8_RzD`aojZ8?bx4bF=C2`G?drkxv*9@!|}<2TmHk_*iV~+3YxsT>*qn
zCBfkwYq2uMY}uQ2X*xb(nL3rP$3F5B#c~GxRQ1`gKh(kTK>y=DPvDy3LbhN7qlkXu
zc6lZ?I~b=!6APPRFAdGgSSY)@Ol79DN%>stLq5t?cN#Wv7DHTWaGm-km`^7DDunee
zOV~1}g!eTtIa;dxp<Oyte@H-C#4)*r#$EFQ9T<_;Pb9Y#BBHny?o%+5!|h}v%lzg7
zXb|*1NKTj<>v3mkBHU*O$70g-X!=uxc81gwL9S|e5tW6q;P22$l|W74qAAAys`RSs
z=cRi>E=vtLVP-?sL%L<uxUGi~muDJxmq=}t2m7Ja@)qFlbhB7KeY)JMRe!JD!@C~R
zLFpF}!)t9EerM||In=4O_<(?*juS-*q)N{uh@T@;)r@8fpbw!effVdUfeSc0Ow}#N
za!NPOYPIow@FyYirMqny^=KKD+vnsd)hDdWkD{zLP1u;8j#_d5TtTI<*@K5QVFm;9
zt2@_}7Tme~U~Fv^oq;UTU?ksg=elP!$HY7}wcL6>z^q_b!);@iyvs|0+wP*|ORWv4
zCGlAUvYO4e2+w>^v6gbQtVNGsw<Tzq7AdDfkjlqHJL@E0r@4~?;>m`|=4Lf(`GnGn
z!VqKS=q3;6K+s`jLIAb<ETvj}7)#SL++4_EEE*qO7QtP%lkI%t&L@}Kli8S$6)m@@
z{)}Y#Tq2y2t-Jq0qazfAi6kr~pj0cg0S_D4!E_gs_*_GPF2yoFe+m~>rgKu|WhsI0
za99GS<imT!v9$!#I49|j#^bstv4@uxQ+QEAvJgT4(sY0FJ^5+<T_%(pRdz-TBMGr+
z*PXWUC+K7+cLtiF%!)qr+kl|jaz`+4XF$&66{|HPJX@_?;cOq~S{T!7S8mkHs}yZp
z)Y78cNG!F0R@uQ|0=@kGBizfYJvvE<a0UwXbRglC*nIV_5!P$(H;fY<r?`mMkX`rB
zYOB$C*V)J&{i+);Y(?0@#MZPo<t2gjt6M61ikoLQ2AOM!<7~pYT_<15PWaQ0V7kfP
zRd$XRTXuVD@1wO{fH}{)K1x2}W0o1GF}5zQ0uApX0D)l$emnnj&*Oac()cC~I^n)s
z9|`KZBU=sl6uzUjUKI{Rsj^HwO0?CHJCcd0j8w*DJ5Op)xV!<0xBocJHZ3l2-J`}q
zx8PQyhrJP~_0{c%#5Ubt&<iRE6^L#Cc~=7@DKD&j{}9Jt%#x~Y4=Q0+dcXESc!ySY
zu0+5fk8!%R7%KO(quV=QT@V91{2Jlm*}ualE)jiLf?Wo=P94F6KSd3G(o*vFt*IAp
z24Uf@j!teKdk}79rIJ8XQ<~}QxQWLQT%#nVUCM!pWpAlkb@gpl2OWHa@5jz+*A&BB
zZC*RqRzg6a%psM`>A0Fm(%0n5E{>PaFIX-4ln;uJ<9VUITqBs*M`-1q5Js{ohs(W4
zB`p;v$7G*DM<?1HZ`n{d;0y6Paa(jTu_Jn*(~;5!S+33zBUlqKALbBCC?VsDdc9ru
zKbCyb+LgWREi-z>4qhjvg?ha+gbWeh^zaX3Q3{KXm={%0GS(74G-Ue1*Mf7=sm;T9
zWpw&wBNo(<omZeqsp8yH5Tk#C)L)f!NCnS|`#z7)_JB%28Pzf;-*q0oJ8`(Aws=;G
zcVOaSY<84)^yjQ-t%>>oC8(+ycMTXZvFr8FjS#&sB?PO2#8NV^76Z8#(-(z3VJGRC
z>?3X2)mf&Y-JDRi=voL5_~zKa)%1Qh;S9s`OGtJhZi}_2;8#cc9TJO|tdI(tCKvfw
zXR<`pak9&H|A=j%FZ8Mv3MsIH?rW^L%|xW1Zt3#yNB8@hJ-#B+mBc~JHg%sqD)4d%
zb9Ieq<wSx-t=heAd7nSYzC4Wv4$=iENF%&)Clg|@qG~#lb0JBKs)un))OxR3;ddNq
zk-$BazUv`51(%$B#$>4DRQy!hV2K?(D<1-Dor`H{bggYi+Sn0Pvo&tILfcx>_uo^Y
z9LlEpMaoz!hwVCz?%2Y7$x;DtZCuBxyYO-kUVM^5Ix3!_ps{B-#hJ}9gE(O52rL*A
zS@llUq8x>b<L|eqc;C`;i4j&HY8DwpBcz`h-P}sIIg{k8v)3OMwXBI&!$fwE>VP<Q
z-k}J)t1PjA*(_R1H`@(=%zBkg#f0Ccm9+7*_9yIM<!=*9R{8)H;kS-vJzEX0$V?>*
zYTy!Qd>N03x`$3a7`OQ<!C?J(08)~PaHvz=V-MnII)US{l|F&ICl$1wt+c`P7i!kc
zP-Llb_DO#Tu)`I|A~*~u$E+<DYNIULWXV_0nOh_?o((}q5WG~1p>pYjC$^2uf+CdS
z_}+JP-fLyR-Ajfim-R{c!xSVoPlXX+A-n*^vO6)T;Opx*+^!gb>z6=F{y(11{h#Uo
z|Nm6VA%~Y2I>=$w%El-m39%(?4)ffcHiwr=*_c{cWwnxwsL<LdMW&q@(l%O=7s)GL
zmA0Xb6nSOy(#ck@ba;RF`Q^L6V3%EXc|7iq+wFS0-B$*DO!1k?W?719CQ_fucQ&d`
z4RzOwouWYpIOboNqkru}0~}#<H8g2Xl(~T$n&&AmVyjp?VoLUx?n%vW$CK$D>iLe6
zHDs1uU<pu<$7hEk6<Rx6JYbDZjEr)#a{RXwIVIGtq1Nj1^peGOnU5A34wW4LB}z8{
z%K(-z>e;R{7`^^$Je*gxz@J+aoeF#UIF0bKF~fJ|u)5I_cGP$b$3v86eyDEZ<a@S$
zUcrrvGQ2{VV?7t|L<eh~8sUr}6L6n6-qLTe3X4rpqR3t<NLNeT42C_k<%+foeLgN)
zB)Tv&mn6`oCW>e8q7uf4HIS+l3xxHlCtH$|;k5mdv>ZXZ)(;!bT`w1AD@0o8Zmz_?
zm?*qSZMdD9j<K`8eW=l{yyHe!im<))dx+m$bHQ)Db8p`0%PJ<m|LUS_-Ths!k3z@4
zqRSX>f7;uV9=)D<tThivzZQiZ$IBEc&9UnFfn5O$b`Ia^aVuF0G*-o}s*bhls7mOD
zz&fU!urj)bVJr+GDHwBENy&OgQnz{lVUcfvSqZuA*?Jo}c#+GLNl*1*j7N#7gnnay
zsUC)3i}5Z*m=S!0M>1xF=+}bO>OWEk|7Qehn2$Y(gg64t<<E!5*8zBVHk1lUs^^hB
z<?D{s6?A+Ulwo3K9yM|ee}5Y7#E;rwnR@QMa7Du7+^c>JyDBWy6sgn(q~}MXp@I`0
z#dZV8%8B(E&e!<BkX&AI1{fzyMDPXQSf}bU`hqP;d0;{lzTPKje?Z%+m@%6H;S~j4
zg<Z_{{e3%V-;vHw`;WENjXeoKd8U=E6F22cTz6RFg|!DR#k)iCcICU!6VNkx`VkH%
z@NGr-uULE+YZWrvX0&A?%l@sH?&jlWiA#|0$Pva9>fI1CmY!npqZh!<<FT1OR8!GL
zh!=+4?=bm9vH%egSdd581i6>qIcLO2h7cn53W`T&YaR_<0ZQ{gC=?wUfr_*UiUFBJ
zFr~RRb{yfb-oFs7NSMM~`E!<Erw|0nyLq>TWix1yWZX>@hn#u!Br-iRJ`xxc)(UPB
zKZIkD(p%y*I>kGPiY%`drtf9T#-rT|Z|t|d%-CRV#5Z4RvSWqo`JIRRduMmW&T26F
z??hpOe6b95L<Ct&EHA!>wPShUAz7WrCR#d1ui)`0RLsm+lS(z>GePQG9QZP;(TGW1
z*GZzX@=DU&6WPV8>ZA4TuU_D@HSy8DPE%D?_1vs2=qD$!(&!!r4SNT8QCA&Tx;ahU
z>^Y3}6y1&nnJkuIr)Mnn#n&+{ZsLeg9AnH}b&bj1$hh2d=pU%6Z+nv|$qH1YiudbX
zSzqmf17<K{Wh<+L+kqJ=m=<lZC^zEYoY4P#wOCQzJ~^uUfbog9SCxu{_2Og2ka3P6
zKIjBTaJs6~J!A1uwAc2y#8~um3?-+n<hm|_4OA*F_U>tk+jE&>hmDFCaypZfk?ohG
zs>-SystJO*W{(Yxn!{*G!fcQyC~MiK#1WH`k?EWcn>EN9jirw^36W)nBXpXe&WBk0
z)7f8{Tsi;3dx-M)x-#bz$aDhuEjw?HEE@?)${cxuGWihVr9AAn5ZyJmL76xxZ;<`@
zW_nS3x-0#`9Pv`0tjP148!sQu5&J%=sc&B!;fBgWG!j~>lYf3jG0zLlx3t@u<wT7*
zqWSHcCjKiF(YJ1oA34>w+V?_!m|MHgWBg5zV%q{f(HT<_kie1j63nnSFjPYh>s32n
z_1i3`e%D+PH8u0cw$Bf`^otfZx0r0<T0S}GTx+-foXRUO7b-#m-K6!kavuq@7GL5{
zc~@2B!!%Gn)jzQUx#Eh8b@d&WwAcRueBy&;Km1<Rxb&?$7ToZ@B7SXxcovFAVRb%F
z)|Qn}!$)Sa^-)xA&tL6ZH9z{IS`j2{N6%^CfhxRSIYWusGWH4?A%MS%?~E1}Vi}@`
zHCVW6Iy(pa6l|oEJ4htjRDz;t6|x83nP5A`82pRE$B}~@N%sM3l&8N^^|a{zc}le-
z*c_?U$e95z&=A0OAsg0F$dbthQk)`T9g4Gb*V3BP|1)~<<pg%na@bsQC+4}J5m7dq
z$y1B1AVQoR{en`%!xnHoisZdwWCb31#i@H_?EouLc}g6a($(X(TE=EMGj+V;Yh^_0
z{`sNemn5TWX3&k-d;_QIyq+QGJ+CnY6bM?!)`08B)|z(1aY)-2#xSm#k$EGv0=*4)
z@5-vdJKI-e-IVP}d-6yu8ift}7#?%=@kpoW&<4RR^4NAEwb$yoIIr2Y75ki|pV8~=
zT|Cb%c751I&lkK}+a5OpS+!j3F1V`}xLZ(68;-E;blLZZ;)a>Ub_;p!&{dw;i}yx~
zJ$(j+;nCT|V>p(!%HpZgzj%P~3c*F~xAz4q82K>vzxOq{LV|HoGn+RuH?IS6<)uX<
zDf5@&)#Dkm%ZV|(@dI7zi0}V`X0}N0!e?miQon(cu2jj6<U^@oOw&fCSihwmpMK%i
zjK-#fFq;w|VeN~Z$PhGU8pGTb7(3}eMnNcjQ(I-QT{~ckKdhX%x$F4o`>$OFLVl_K
z)Az=a5m91#yk)Yib>i7f7UqQf^p+&$pXy7$H@{*GS9StlZ$<U$SW%+kQ=8OyoX8#3
zzF!R`?6=`qV^qiyr0rS=4qY{>b!AMUvh{JA62K8zgT`GqK-ez{k7pW&|HH)k{fwRZ
zpONp-ymvwTR?aLX?2D=@9Iki}+Fba(EZNhGYo=Kjbvv5x#LekEAy<x@cavF3!qG#d
zja$F>CAQOiiDrP7s<?ox;PiTKP#xh$VPfwb`Y^fl{j;IH*XBmw?z;0e9(KAQ{QY=d
z%U3kZhq+SL@Iw&LT&eDaNsW8aD)}28dZj4i;m|3T_ZUT)uI(t}CF)(<={|E?25iSd
zKvGc5eQAr3w(=HtlgajoCy0#LO<gxQ_BG+_IEg?Zqv|Jez}tprV87jmC{ouVE+G!=
zoOYpU7*wc?_gsN9E>4L?LhTwDRlxl3e3jnV6rJ&UDiW~e>|pi<wtx9~pwh{MlIKlJ
zEI`z8R2zmu^o}~<gJSR>wse&Xzr>+CY}+k`D6|HaLTX?L^YlLF?+&T%g)Ha>5Zf(|
zJ{?Wg60=m_PqX5^{>G#T?15)E$0n|j;JKd1>K?!Hx}+9<%}0y6U~--e`GdaZfHSVv
znbB2l5HOa}i0;ciIi-@qjttEk{8qL^!YHoEDl&onVbe?EB3Y0yqSHYqq^oi7v$?_M
z$>b-oqobqm9R;*%#NS;Du^eIOmmB!p!d6aGi7mVzz}5@UKp|_G{#*aO^uQogO)^Et
zo>?Kf$&1e1lK;Y7KMJV-He}uvEwAVv;z#2vnq()K_zy514&N-S3i!F4Ii*qt3(b!!
za;_dytxp`PbO-_7wbBv`N1ubLuDip0m|)BL?J*_mEV&RT6buyO0gk!<+7ostpn*R+
z&pingqyU51XT>=3@NMk>jOvx8$UnHy=xFz+{^o_1gI3f*AjGnxQgZVo5%wXWbz+3A
z#VytT=+(_HR=6%t!Gywe&D1(ec6wwHWcPfa!4^1NBpF48?WWe%Sl16+xL`pWm%k>(
zP$SbZ6<*JIIkw6`s&`FdqYb@d#_4yd8=_oS)=v;7%$k!U;e;;2BYaSp+sYNHLffiB
z&Z&2Q?Iu@P-R;&J^+)|!ELQQ6kX67y_Dunw<7tfk3EN3w!F*b#@P>!OkYw?ZhCpG?
z#@VLE#Qtt|8!j3h<Fusz#U*|ts#$AiC-XU#j$Y4)b{>!3Ik-X?y&Z!cb3Kc`<piW!
zLUh~bmTln|8m_n$a6{M4<VR|&4x>=LUDeO{^N`r&!Z5$Fo0OFvFiAC2-Qpk|P?Ow~
zfXa5H?bKK(#2^ZeXjXdjQ-LMZ!LCboxVXA_t^0TB=-VJa`;$~sr;8_J@)l~uAde3#
z%cb>$+(L;mHpvYJ@JEHa(8xL?=691HeQP1Y`J7dn#JKo4^1e?i+*5fPQgAI`pD^Dk
zN5UDBfG3tayYD}^D##CJI5NyU8@a_3>8Mmx2za<)5Ik0L7XF)MK}lNq%?a<|b_bhw
zdy5OmbANzfI#+I(c`|0e9oJiKBF>sK1#lVytX(5}3Bk~_k8HcV@VR?`pkMa~+0n~3
zlfl}=24}Kmz>p<#r-p9ttt{uW!w|~+hp-Xv(+|S3^hPBC3?paVsQDQ2N<ts%iHc?4
z@d3x=+wpC+y%T^l>H-owm8wM!J2%9)+ei;L9=JB<mxl4cdWm0;;Yt162eIr?MdiXp
z9VGpqIdYT<42hy;laYB}&E<aCkgK?*+m{1RP%&F$7O}-6>qw-<d5_lb#AVxoelAc1
z8>!UdDJuWJ&KK+p4qoE?<NSxNQ;5M{yB6Ej{Men(gS@|YT{q}lu!npBTLQM+u7z20
zL697Ku7nd2Yi#mv9RwA<#5r%fw#ct|h~9xG#al5NYzm97<I4j-%kiNUeSu&t+0@F!
zTir<#N*3uuYjF+EhZL07ln^Mys(S4}p*n3nDR1ih{U?gav|-FeznRs*uid`d0mgTg
z-Y(`Iw)gyC1|K5li>*cG5zE3etQAX#w(OYQ@Zq!ZXa4A@oZFo_P+55^Hm1E0{tBqW
ztQ4L>-o(Sexr?wrao73C8=5%8da6JD^$_J@n>1hucP<y!su<64D-uRic4%M(Bj$=k
zMW|B}bgPi3CWVb=49k>~*^DSGC=z!*NkEa8aw(=xp<JJ7?tU)epb#4T6xdR>TV=uh
zy+u&JcDcHv?6!)@a&Cud8j6|7bq0K23k}sVB+FocbL!Sne<O9tuH&H}KYnrVVSC6H
z&hyXwleB23?&G#`>0l@XkJP%6+gc(Ya&tlM@Cz{klc+}eL$<q<5yxRH&biH*1>rz;
zi(75YnOv{u8&rR|gw8-7jc}<BxcFU7%4so2AFQmq5C)EQcp0_@^Gb><1CJtCBO%Y}
zkloLmv%*uiH6rXSFrJ)Fz$|rJ^bQCjJ7nK1xj%H4OfiEOz>29Q=(?`_uhULOv{%6!
zh7hhhxK@k++hiTKYA8~Z2YJ|G@#KE%RQ0dR()J-daxLCK;X5HQ7p^zU6H_kvHw(Ve
z6_VANeKJL=?jbxiAI2T+HZwMvk#jDZnAL4OcOK=QqijoYH;<0R{AycfMgn;)H$S7>
zgniJ&=vd0F;WJrmBC4(-3C^4&1!&`9mLww%b+7^kY>L=jRS7R(T$o{?bbF%;T%@d{
z^rr{D3)&JCpnRj`&wYOo{)k6xj+csk2H#gy@1;SH;SSW*nzIBQNjwtoLWwF#k3`kl
zOs2zu-)AfYOJ_8uD={YbAxiXJRJw*(2gP^V+F3Nl@?#iiKz-!ki`4h)na{Ulc?9fB
z!XpAuwmW!?p+FMp0c(9zL#xUz#frE><Lsb=jb+qvb6r2&(JdUwv?v)4BBl%8;Z$|4
ztmOqHm_dVQygb}7eP!Vb<qKs}_q|hFXX%U4v`0)fOgTbn1B3Lnj${NI9JT8Co~pCy
zaVTj1S38Cg(CI5qa|_#9S9bcK0@qt7pUliCrXEy4@XNVhJ3}Ff-|l2cg%GE#>ZK=#
z@IL=Da*qb+N~PQQ1o?}0EqNj3GhUb>o7D^-;@W+{&kovKjlw8TI<Zj2#6BOp)6O;6
za*n&(A@S=rH4Umim*JrgNHmbx$}&@AN-T!2)FolwI!=H2-udd)b;@5S0FlGu$)gWF
z-;s}$7Rif*c1(+wCKyY$j$GyN(|-McBjy4kcO0^)8ilLI5}dr*mgnXok1(;+)ZjZF
z!~O--o=&6b_deLtpC5So0H+{OE+h!LfV8PM7bS<k$G$@<<5Vd~)!A4`M#%jsU>%%4
zqhKu)zcpM9rie_b|AGjPOtD<9P&Q(o6k}}`h%|muX6T>xCKe_U5Rz5Zgl@V!FnB}j
z+pYip_Eqn4$$d!1UHstP`>2+|kY3C4E=d6X%2)Xn_pp8#hgnj~>WVfY5h79QzBvKT
zF^lQ*f>i&GQ~V-hrC-qshq<#L86yByv}sA4nJMy=P32{+zq*W&)@H-8dEv=!4gX-L
zE=_M}UqgPo(FAf!L-$ERl<Ik60oR(%`e`4vBj$5(GmHIb<OPFq1*T_lH|q2p6YfK#
z{p$Yo1OM4*3amQ)T#A3ark(n9^EpCqA;2X_B&OjJI)YGh#YmVMCO`0!gkppXLX&M6
z8IW~*e(oE#+%ovkYlaI82=!V{^TX%fY`SXqZ?XIu$qk8a7p;3tPC@x;ug}d|R!$R1
zVUKD~ENd!ni5-Uj+`P=H8n2<OnZ@ltH;2N?6NeUU)I}hb!^E6!L@oC3J)h2*&W2!e
z-R$T^0vgmj^qjG5%X&};t$Sx~&}rJ?HC%YnVkuywZVudaf^iOluxy)Sfl13%(!6@`
zB-X#kTN%S*6O!<0s(%eJ%oI<yh~gVH{cnl9(1l#-K<F)mJCW-(`vo=&0#Z?VdnFsH
zxMqR8i71!;lz1C>7-~c;s*IrHfd8;Xp|nP46<E8grG%KP`eeT6AGRfR2x!{FvoVJ8
z(bYD{XsY<h#`9-Cx_G=hm22c!arGTdUL0&r0(pwf@K0J<v6z+>%%bki+Lb;FtqlPo
zC?W`Hg1(0SdW%p~R+TIeemhXra5IJNZW@OyG-pgV$!z)N0JlSHqcFb_SEOtF^Gnr$
zLH`3iEFq{Cz$|%>inh6s%B-Xp>1h`DBX+h^-B*H6$e_<~BHvNGXAo?QmN;)epW;?k
zqDBaj#5GH~BRz%AnFP|KRHT|Bxm=xg{oC};gO2+^?PzsNv}`Snc1nx8lvmowi$CdW
zk98Ad#{Uh(`-Ua_gr<bjYH<A;_c4xud^2vP>Ru?WI2A}c!r+>E?3hm~(+14MO%Sw~
z@!9!UdxyCi;#C3n2z|!;XB)4Ucz}0NDKAN)UKiE=vr4<+YwpI%=Dc0Si9z8D%<a}8
z(qG4O1m8rf&Rvv!c%N=5OP$pRZO$|^rC4nSZ|ko`m~m+J3zVCl5{ydba_}t?3aLdV
zRO8IQaX?<Kg4RXUJZxEjEr;=<{QANE!_L>9RopC@jGJGuJ~Tx6TG4Z#4)4xz@^GmJ
zsz$#_cK`#`qt+~+cx)x7;5Uqx>sF<xq}x>~f0bc@B5G$etfstu=%@F~^klp_LFH<{
z4idxesjI}nJSfKRhT41CRxn91P$io563BW<Y>$qGNM7(w_|gc=Vy4pAQpVPB|NMX_
ze-l*^@eS?Im*aQ@A6?$3nCJjo#)4S214uu{?rs;M<|r1p!DzO8zohrbYW0%!JNjb}
z@Auwt>Hg0bE3rRmw7pzB2GKG?8rJ*OKPRXpHlLQVb19NfWX_-F1Q5$}cffe)mj-@3
z34=W!hH0dPx#gB!9f|jEX26qp7MZaSWN8F>;|3u@aEpJIayEL4BagpVTr(i*OCelB
z#UEOsM6TvxA_WfrKxWtR@)tLRBTztfw)Qe64j4T4B`Z_)K{yASjPD;m>@|YF<Gl{^
zN|ZqNpKFFicU04`x}pw;66`D{>RtD;K%=G3;E!K)pFVx$#%$Xos?p)qWS)ckX2?!5
z<wACJkE$?xo#6O$j>gb>(bxy`5(YPvM|nMG*L-yg>!FX-<UgYKapRlM4l&<6S`@}5
z@T$U*4)Q(2TewD**o`HTb6P+FH{R{)2B8ra9jHnT$5kAf;mMG&oo^xs4JVud?TTF<
zvdb&#C%!BQT`U~Ja-Eq%Al@`|R|LM)9r#TpDLDGt=?r?gTKDM4YNz|lAbP$2yJ$&y
zd7XIdB#S^QYF(@mN_-=aTLl+&KrRm%q8pap3xC1W$cIk#ZL{zy+pMzbnL#^<&Lpr!
zd;%W9WHxjAK*i2+7|kK^qqI;ssv=OHFz5-3fvMz$4P2DZSlyPwAy>X<;2;E?jraq6
z2xj&R%(=T_HpgH4hBr>O;aJhVhC^`J%Nm<zseX|jvvdfr$zns2a6@f;yiOsZigKKe
zEm(v4Lq1ur{1^1KBrIAvVt&j$In@aaWUoPF3^4uEZ&9qk1mUgx>T4K-SIv&d>x`OO
z7c34KCzY%zFPoAtOZ2NDnx9RLn1TMH7T1U$*|u^@W?#{y_YCPz{r0%1>0Fb{ut=vs
zlrUH6H^1Wum)@btZDVqyeZqExW~*Wa7UgWkM@(+(O$6HniW`x%jfuYf!ICI5hfUbS
zSYK4q0D}vPfNhOKP9@{upcoT>={Yl)tI#vTbY96@I^Eme?!5C|3lbpcWh{w-aTyHc
z{mLw^!-VQ2T@r3O>O6R}K*E*1CiJRoqB#FW+~jos9VK{p<w~iVw{PQXqwwEW*s{D^
zLL1g@5PE-&jtb!KqJ19<2kfdM_#TA{TY;WBkuJ_md@>w_g$N0@3-k!?EmAbFrC<p@
zlL^b+IaE|o*<N>q-DAPBl56l~<+b61e=l3MWkbQEZ8OT|Z-y~_lz!sw&=nm7xrpB=
zHeTkz1wSlcHQ9lmO4zi}7!U+^os^9se2L##io+$tp+T9-=GynNbs3Ka3Dv4ad}e)u
zw4N1cH+Jp#sO4rQ?zJf2OXdGj|E3R|{?4n6UkY(TlK*EES@{MiWA4gh7@GwlO%9k)
zLoJ!&z5w{o{V)kg){WNv+ze<3J0k`bYYwtQmMvace|YCUQo-p{LE8$t{|Go=e$4qU
zm)bTe)($qcRV7nqR*n3o&4U9<2ogC?>l3>nvLXwS<GPomcX7XGr$&TrtB8lWAxhbN
z(jDOD)%-{h(}%BK$z%7r<0HwmKTgl|#M;hCsHgd&3iRFQpFe&TE0x1qJvFSd)M@M7
zDr&`Ia7EK_QtP+~k}5Xk?X4AMV(Ez~Fr9@U(}KS{Zfi2OFS_rsC^JLkke<Z1P7s^j
z;)(<Z4m(<HtF)BOuKw*Q!X?DGU{>gtj>77rU{&Mam_9aI#-ylcEZ-dpA5m1<PG>wC
zN1-xNP^3!AZc|ob?yGlKL&gM*D^`#{A;uvxxWiRaPb(Iq_~;gq`Gt|FJt@r*9-ErD
z-PWT`_}XBe27j>}90O6=8;$*@YLCIbKr$rUNMJ=-Z?@><J7`_f++j~)(W$XITmoj~
zX6hIqo7f<LWt$g*gLdnFykG5fu6vtoMUMXK`<>qlww8>J4%{C<+H9CCvaC9^j_~m3
z+Pw0DX?nZ`$qc?Ui!xJ0%Z}8NhrOOJw#3U10HTWMVmY83cD|EECeG3F{xT)_%#sf`
z3|S<n2>WY+vzER-gFKY49b?Xv?4!4P>Ki4%RlWZ9_Q$;*Da>CAkusj3Nqv~Rfc%)?
zCFip>*k>+#=7l@HHc}KPu$CFSz=3LI44N7d%=I2M2f4e%?zZZ^eZTXikyVGfIpClg
znSNJyR=@6B;jHu3ENWPJA+`6_?R4P?lIGeU5j#2;G5Z=0JU|QoxuzlHZdO^l4+Eyf
zcpdJ@x+A9<?+_uIzm~f`G$dg#StJ!VT2ftT;dY=_!M8=)%{|V{4KALTjYH7G73P_&
z+gfVr+5XxS8-~gKL7OTE(;Catd4p%V#{w#b#xhe)V-<|UMjIW-qf3<;*2jMR;k32&
z9qk;~{drXI;8g8Ds@}e=$lUrL^2^#~LT7e<gym*#XjlxB?G_Xky6J?T&^9$1@$;me
z*gM^TfKXx;i`^jT${*+K74zW@3fs?^S^ugreHzl1Wwt$FX&H(Ls4dV0R0yfB;WP^-
z>CmF38<+5Uo4K3K$RQ>Ut(R@4oS5MK_5MrDyW>b<S%>CA!BAI7TRke9yaV)Ua@S$f
z#pM&UKR+0+jX#WkU`hDuW!f=xFAhFe1ztZKn;Lo|@yV$x0|qNy)zom-a#QP_V>0Q9
z^|D&tHA35i8@yYTwq%Xw_^9XaBTk`NZRqguTeJGb+B1p5Ii2pOab?C{JBjuo+liL;
zKv7t|4w;k_@VQEXtR=}_f-@CG5)OOH4&|vk=?A^!3tV%z6RcdT0=;6o*;n>VWI|0y
z?0;97I~1ql3313*Igs{}>Z)+w@sBI>OOPjjb#?h_5`ibNTn$?BoJuNc0-A4U%;a(G
zn}&yn>+UELbwbD-?lqVrQ=%UjghgdNMxtz@fMX?0Kj-~^ie#jkU=~S{vcD!`4KJC#
zk1QKCtp7spqDec0m+%fRTqz$&H*+#u9GO6PV#J;lfu9+!QdTxn^@iJQlZ+CtCjS$<
zUw%%}GXmPg<_Mtmt}B+P2@00|M(~XH%Q(W8^}#gq%tcapT~Ofd3Pz{hXRR|{8rwB@
z!MqxadM|$H0}LdjkT=!~{9Y#GE=1EJ5VgkA6DIrLomsN&*P8yg6>BQDJ)B65c9$M{
zfPxQ$H_#`m*<LE_CYCw;dd{hyam3S(KQ(zUqA6ZzoFlwB?&2HxY=B*~#a4q$(8EVZ
z3~Lu3!;_uNFs5!Nz`Dh9?u?|TJBOWdXqQXf_x}t|iZWJye`E=^p2hCAtFQijRME-+
z94e>Ktt?|zodkT)iGbv;r{pAh_qoR~hJ%iD?X9hb){vxER`P_8Qplhp@kX${7n?Uu
za>rz2B9f!-5HoV*Wi>TS2L@N+tu)OqaY=_eSwjZoN0BV9sWzWSOlU50mDn;bd!AKs
zIAR#xZOPQ)fQ`8vsd7Y)0F_jx4Xb%0c-iaDTc4k`^D9bjeib$5-lAx0Dxoml15o(k
zCW`iTP0hB?%=b(T2zEQAWU>Rh=<uDatB%TUgw&pHU|bBsJ*)}y8VHmIp=(rz$RagQ
zA(Mv-6DDwtF4WucS@~tfPGL(R!s~1yQEYFYdoOXf$RWAqBian7aHw8_EWp7F9j>|h
zS4!9!8_gmBoB9o6h->+J3itMqgH6z$%KuEs?U`0);X;j=NZL;elj=GyE3id{8<)QM
zY<1V=`1>zbs{ei(e&LpYYeEBb<~H=i7Lu01@&y(Sb!oE`9JuSbq+tG1YlF(=ff25R
zndLOpwxhL^pY*GN6qCXdLoG@e|2)Z@1VPME+JVm#sUfW1L#@RVxWO#gGM`fZeB%Dw
zsJzDd79vA~p2JonAGsVTmvf!3NX>|E0464Qnjpv+tC)0GAm%$XNC%etW1pWfPzJBL
znB`I8WX&Kt;#6v)E-bpaPMTXCU|Yq&5?&@BN$9E4VCK4a9e{lQpV1k^T)>^F9xO{f
zI1Ky@Q~DGS;7<y@xH25Zav8)5w!RizRc6fza8y4DbrtwwITU9)1Y`~v7qRLg-7Gg7
z<kAb8jRjn5VSGR$%yR7gnJwxM6O%rF<12Y~S(>D8#UkRIGU17WMH;s$%Q$qPiZ`0a
z7Tmg<&~-XS&M5t~i4R#Z01+LOUpMp3IxX;j0`K_~#4%9G^V^Uivj9qO^;nD2><nyQ
ze5U#I6}Yb|0$U2bK*YFYOr+J~MV$Z~lu6=psf7s@Vf{w7>t+*`{r6TT+<$_6fnpb{
zp~6I=rVahvYBAdrW=i>k>*?1$M+q~ImNhVT=O)%CVu#T~&!2mLO3I~^HqFFF4K`Si
zp#QqBgNCe73MfdLISc&I#@gA%=X+l9Ws&H1)F&&If-aV4V*R9Ca~(r_ofeq|ip)0z
z!4kNBOkKVI^r81Zf1TcWDi9L&T*XnEv`)htIT-QVD#tTT4R+PFx-nQqoVh2(LBZk@
zLCeFw;s?c)_~b-DUv<d~i|zU@Y-m(6nHi(C_;Pb3o`UgPB%-Ci#m0sVVxy!(6Yg0V
zFiw((qy*oH(_ZDp2L+^M@~>d|**6US{SGe20~4%pL3rK6-Aa)M?28UVGqECR9+Ltv
zcFmm8Pkxv}IJ;(O{%dfa|Kd^-I_db%cj?WQEAB5lCC_zfIYUXOo~`bqWyb#1@nlC!
z3qN`<UTB#RTr*ID#V$1BO}?mc$uK1~!qR)J>iLQLbCUhl$?%yDl8#D?X{8t1PFvgd
zHrH2;nB(S-)JC3=Ow|BCSJc9_@?sg6qE{ggn<scuo`RSl8Mhyr3e6w(V?w_Eu}H|*
z`%kSg%dkMX!GC}23;z01{(bY*FmIUB%$KLSp$2{QqifM0_sYe~qr)&~wtUi$12^I*
zNT9Uv#<~9w_5aT(eUwhx-v2{#?|(*L8w}-~+B<TdMBUP%HsoAe0wjJ)k|F&(T^3{*
zBtzVBss`I4gS5*mxYF)C+>+24kG^+K8k@MnBHmn#ZxmU1FEupq{?F(Gyhhg>=1Ggz
z<*nAZQn6f*l3_z9^sQr3%LKeliPPT8HHo$4u!sZFni{z_Ocn$UrxUR^4RyUDmdgL!
zObxk4R5iEOQqjIAD1cD~6%nC8<$_P%r5!+8?zO#aqL3VY=kwpP=}B08d@TF{j5vAx
z!JEZj6w~PF^$_jY37<6U<*ewW$HI^toxgKt$)#xj^f=RRRWH94(MT&CmsQ{nPGamO
zljnb2x0blj`1XmK@pZhUBXzZryiA>8e=M#{^W=}*Yh1c8)~CTv$ZN8HKYmq49}<tw
z&P(6N1EY$GtgPAh672Ei&Mi%CcaI*pjBQH9v>)f@!`u2(prq|0q9fOm<P>E0`Z5EE
ztP|Rry(k2ZZaLciu7@v<zur;LhBuejv?y=cVF_k-B*2hg8G(t6k=fZxX#~A!9H=$0
zJzVVaA!f|@awg`BOpNL>Cr3P+w*R_ZaN${kz^w}=lOIRrF~y83y!|TbSJ7hF-b*%z
z)z|6+A<EewcUpFMun#TjX7?$DiE$L(A{2`H+cliG*tyC{yDeriN@T<9joGYBKBLN#
zy{14&Ft8W(FMRN2e7V1L3-5-ttcsz2jESvg$SHdQkAM3~%P)uCL-(Ea%e>!5!hL|;
zb4cc4j6HT9_;y$_5*&JXYYMTHfEDBu5E)=|+D7c%IZ|7yO5f8~*F$k~sO28eoc@-9
zKP<t|Kf`W?4~P9TlOfFX@o{ew-{O9IIIh7*r-lWA1lCP$h6EWR*T>L1^krzuf#>A4
zybg(F!T8wTi@}bEm(Z)y2(MYT>Ps!$taD8|o!+f<liAiyn?izK$E++c_Fqgle4wXJ
zcV6wEZ%JH-yg?=)a=6);(#*Cu1df2Ud?=MXnozXVfOa(p>|W)-EsVXRFYi)Yc9iXJ
zU^!pUtO-CSIs^b$7OXK_l*6c^jU~jYh1xLUoR-`px^$X%KV?GFd024Z_Ayi#xNOX&
zzP)46LB27tj2N%1IRxjlLQ^4BVY|q@ETJ7M0U;i5&l8RHaR>b90l7=26S0H((vHNA
z;#z`b0AJ+NE^$OWGgLx~g_H;JVKecW?zQ)SW&G6d{AvBZWi52DF->aHChBBU5P9)-
zd9m1yDL}h5H{!dUcFAq%34TNE!vMQCPHxb^h^WvN!AJi+9CF1d*YDw{;9<vjkHmOM
z8Bd+@=j<(IG{S@3=MudgsuNwa6CKWLkGLJd8O0hzK*%z;n1*hVX!5cw&12R2>wDkl
zCV0NRVAA;je)hO|;|bBQKq;io#Z*mj!YsX0k7&}yARa`y{O6X_yX3b(4<<ibJy=OI
zL5_@!tNMb#sV7->ee0z)<g_vwAg6a}Yss?o{FNh+L&5D=(9HOH`GaJLmDxf(GR@aM
zwxP8Dh9<*D$UAb$wPWD<0`qV6Wz?RR9N6}eYD2BYGrv302{*4{fD1gD>>7>aUkpVR
zUYlV@9H^JHsktmM1g=ngd>7*gH9O3yG@zAsPr;^*ds`urrh73HdmT-VngZDnf)mtD
zb65xyww2fbQ!JJ3;!oz{_pjen5kCFTQFV<6N5Eez@y8&;n($jOEql@qebok0Lap_(
z7vE0P1GJE==3B}WizF7LB2_Azhtm><ii*eVVUkazOg+25*U(_Z_L9GAsO}ukRb5YY
zZyFg->GW(C+N-SakQy0gh%G;gz@UzYy%`e?$gAVAW%A8UOpoWXzMV~pqn_MHgpFhP
zrNjEM{Ko{se#z(6v!~8#<R9?%&UYf6!XEuL3wiA1YpU@UiW>b!n<-V-DP?7{H%IQ>
zi$;X!a5l}6JI1vl6UUWt&(TUA2Rk|}^wAw_iD{5#!yHD@6RF-4Ts_A}wrGRp%IZIP
zQqP-O(ful36?bk&l>!4}c%g@{#(&ICn?~o;Hru{Kt}{-@#6Y^$fBEBM97alj5?d4z
z=C7=EkAwHTf%~e&nL19@RodHNQ9{+%`gJ*hYrvizZ^$_Y9{VNbs}lv*@eWgle`+sG
z`?C0sB-L$SyC2vY7n&T4>!o~Ibd>&H0o*SuHi*M_l?ixHY#F($rpDruQ+(HLmS;_K
z?c(ti5>T7A;r{Qk*vpeUN^2iq{1hj+_aLE9UdO9>!6W5a4*@@<qKTaRto$*)GVVyD
zM2Q}G)hK)=BIoHxYs$0|p9x>{i6bwghHXBsGA|mcSuTQJ=aYwb0zJ^$Xs5{7(2U$T
zo?|?Mh~(<4gLd<3VeE#1k%hT0%DFds{dC%;2S=Mw4*#seC)hYg2RVkld*cr4T3nL>
zBF?(=5br?{H*NOt24T=%>xYelc6r1m!LhPe-=%q2Un|ds!kUKqHhFb2`%LpiD1T@_
z_Sfr8T$o=;Zz&uIME5x7|07JnRJNA+`1h8I#K0s1=2Lbom|&?ATdlZ2JSAD0>o<XT
zMs+*Z{HyxGw!?RlpTpgA7ti_>D~VDSklIYK9!=~d-D<ykNEVcckEDp2G9q}Agsss>
zY1M-4HJl^GZw?7WwLiAa|4gUtdF3xOFG(0qO@D$>YtzVWg-Q55ELKO6-7aL#hdaAd
zvqF$7gfR{&*4}(uV3P>)@8dSLh>+`fH=nHKy*GgWpW|YR0&XK0yv*~I;`U_SqMTTJ
zA~1ozMM*%F@e`h_@Y=ct5%PDm!A?NsN)~}OrYLBS!!!*cSYfkDHP&-I5A+ab_VKI+
zl%awk@dB82q6&_;WOlUie%h+JecV=c<56L?#S=;4pT`0Y&e>U84=cZm-rcHK=q+Cb
zXQLC;DIDqAd#*?Rp84Z`%8)Yi7`6Tha+j(82L5c>uX~raW!9HmR%p}0HmXw(6qbEJ
zi#EFv=R}a-V`K9rqWR(7kO`sJ7+xg2rxs4+a?NhtO;rCDnxIY3y)@PifvSl$6%p*7
zH%Uo3R0x7V_S~VB*_9-ukPIdWrcrNGqDn!KsG**ae=uPW;!ITHM~e!+%~)?P%&63q
z5|QtgY*ZlinSz&L(H({V(N3N@2Klu3-(DWE=13j;OA24W0kBAd_N=`nD7};5Me+F)
z7$ino=#nieC9)!c@zST<?&o1Uqo_Gx?sAmYOKg%Fdv`AIN8qft<j!oXD>bLRPIx_a
zYHmMm>|WR-`6!?Vr*>+~%;jZkOS0Twq{3*nTF4E;G%6iACt)>lyC<UEpJ4(W2Ae@?
z)sFJ_k(mz|?QwoXF46WIqG5gdz=kQULuz9p`uH4NWT#Lu?`r7f&32Pte|>o63oUDp
zi<)t@>#I(&g6v^jri3Eud)yNS8rSZYT_aUjzGTriE?zJ%W6Y!<@+^aDMO*$0If20j
z_N3_^1GXOt1k~BhT4bWD+ZEgWPZK5xo?dv>d_!?@P1!{Nc75yV%VT}6^4rPr@o6)|
zx$(jn!`T7gJ-mx?1P1cS4y)~-b0tLLxj`EDN6p&ETX_-|xP9W}KZ^SAkkf3~xjnBV
z$OP15Ykyn*{axwz^e69Y^Tt2ew`Zm~H8pp<vV^}slsN1^-y?me`LmJQCLFtY^$3Rz
zTP0d2(A(nSBj4PR9sH8;4^%aYNNFvCq}6-4!K90qz*5;{9D=xyZGcNMM+4TPgoH<(
zr=wBFYIz2!6Z7QU@LX8}4hJO2kEe<4nz)Z1A}gnv?}Zs2_qF94{O(<?-;O!d>@bN@
z{MZfb`s^%BjL3c$v<oo|HCkq`|HstUzqbExYQ?<E^O_vzP`xy2obaN(1XeEHet|af
zE}GoTxj**)3$EtaX`tp(BTk&7!UPkvSLJ~-+VbytvR8y`*rV|$?s>Thsoc?6WC{<F
zxLj4D8Kb;=#TOEMDwr;~+P4zr+)*WYi&{0CZ|ygo>*muo=OG!>j^+yFOLvzM!-cE!
z`MJkNa*@9C_vd#?z8oiBKHhi>l2zTPaZ7LDVwi$PT8TTv_Q$=IZ3`6lBeEJ+j$ifK
z4BZH9VEBqNeFyKBfMCTzmNp(^Ra!Z_FP=EH>)xA++TfB`yS7@Z?ENR~cgn_Urqc!~
zKEsxVWeT-0`GQqp&;dJsKrJTMfX|TVd7#L=4x1F++r^-bl)&EZ;Ag@;ZxT85JQbCA
zLhth+_2zgyrWcjXV+Vyz&-(Y)MJ>0}250o+4p`$adRLDx1BV8Ah_!hh_I8EX&*ne_
zdn7zG8qzvtHw%oJhvRHHY*Yvuip26J;C2{ecT5a-BOPL81nlKCkTNXb%&}BcG?dWu
z8o}O#rB_v{&q^z}ND`^pY!-+&pRx&c`P{ni(1RB?F`I*5mrfmMXlWK|t9naD^wcNB
zm(8byUj|$#qlT7%R2q@oZ)<?&O2+coDi5q*_1|8qw&@6hUEaT9*~`%UTj&&Ajh9{=
z+CMTBA1<H=eea0mXU}w{w$0`4F(@H_lvG-m-1{yxh;ct7bMAMwgjHQ7K;VuMgkpxm
z2tj~T<-pCjzKtE)eu1`Xih0NTp7hVrwbTaTK;O0zy#4JI1$H{RZR(sofo1^h)j2RC
zX?NB2xF8Zc64^u=z(K*SO3T)_s`%~EF*Ex*V*`<jS%fvruqXyes1v#2u19+M)fG%u
z|1GZ~3X@xCJ{zksG15Q<QRPH%o8uE=w^T0zC92e;Y{(y6ua2p;$nN0eukY&TKe_x-
z{wrwt&2;lT!xs{gYP_!DaGqivkDL3vb$s!CfkL6c0d~y58I&hmA_O-KJdUg5?k%2r
z(lrqtBR@Gk{H&p2`bd}BttnU0Q5<GrEE<C@pO0zPLgV9)w5Y7(x=J((h<K`YR761X
zX+HBR=Aftlf?E<U7IV>Hb_Z-0EHf_-1sFES9$T)PO>r5LZ^s)mH1|a-%edT?9o$V!
zw&#!DQY4kp&zsJ+s{Cz8(u~AjTT%SycbSvy%f1g^FmrQXPRqa2$`0JjtkNo)Ic#4~
z|H?JIlPcUgWMahpUSbj)?u63)%p6e#BwLs)UmE>=R84HSrfYqEqRZLm-;N?K6um#u
zJTdjKy&ag@mUfsO#v5NM7zBZP6?UZ>Tvxjz$ra?Dyf^`1R6wE4HBbKrM-r5rg}k2O
zPBsOG1`;^nm>pV&vB)h6Q#eGk(9|HG@NOI~YGg~@imrXz$J?scf97I|ZZE$<aRa{}
z5yo=Do)28uOAyRvTlBf{`AvJ}l6XmSe1J-iN*Fy?L4{v_q$ruF0%o7MXCds(#8w`i
zXpxMCoZF2c-Pz+dwBTvz%W)Jn(=4u{V3m=Kot706<JEOTN9VhCPFEbi8K=qcx~~TZ
zy!y5~7+a~%KH4PoSW%aI?GQX+ffR6C`@2<BdDn(uSJ1^n?f1?cY@b%#Oiw$Lwo{2X
zkBae2A`tW1723f+$4;{-UJ9fW0;vzx939Dg{aaP1FKth*I<M)@aD$8<wH+A4uEpz^
ztj8fqbob}tz1+IH1=UMWH|%G+MQ&Qrm`v@6|8Z$c4!2Si*dE2@)vlB`*Tgbm++1)h
z+q96uF<6c8k+)eQ+1mBWk$3ccgp<#kcr7}BD<+Ah!<e9GK>auq^r#Rr3U{E_3&T{f
z+}M8pgO@W4UrfS#ThMbA6YswzUNRxYx3$%El@4!Bj(XP^i)OM>nXiMZuUo88Qn<FV
z+6b#wEqV@x5WtnjLajYCUlOQ?_dG#0o>KX>wzXp!)#x$Rx6Q-xh}hNMg^I_?rG1#S
zezqm+e9g#2vNW!h>FTA4`=$yOl_&tE$x3-Isf~L-nGP9Nbpv-v#o9_Ok+vd*<W8x=
zpP~xjP)j6X%nHLDT~cR`u>`#{Cz_)!uUW8$$@PX(Nn@+7KZPxO2t*=5l*YT&Xt3*p
zk4*!Exw~S+LT2JEJIl)2)Ej{<xxNzB9^u!{Rif-!0@~*LrLvm|8X+;IeJd&nq4)3@
zw?9m*DJ(A*`cg7rw-Xnnn`G4=|C!aY&<hUQb9hXA?t!y!70QJ1K*Id6UW#mB-x4&7
zB9nD)YmZ3#z;_f<KM3%V%nk}28Muyy{9n9`9fnKO1;+^Pn=_K_-dCHEjE4u7m{%Z>
zs50g`1@#uEa5L|}FQ<;a`MUhuTup^@*Z9d@4<<tSk&V&YDA-2ic;@Y7)k2<74?lB4
z+BFyplF83gvJb3)t13D0>eof$9`u-<bQvTQ5*cSok_KqcM{H!9!f%knH7Ek0f&<tU
z*QvFAKHp=uXhSRv`{fJ;Y7vI^P6;=pk|T62Kt^m>6U_2?55Qo7GKYqufGeoPNZcf<
z5U`tf)LVkOcU|Io1Sndk(EA<!dm7kz@7swL_oz23K73JGQBU7G%Y_*LZ-YzJIyO>p
zOCuz)`_E;sH&>%tz~(`qej^J=pA2h3!2Le-0@SxyrVsKdiB}bm8B67MGPMRul7db8
zv4v78%co$B$e23>;@=>(q*}6v))^#AE6Esk0YZLAm#rfNxBc9nsOs84iCRt=8Z3u}
zi2KhmFK!*0F3p0N3J@QHfM?HjD-fo+cCwd9ku%FJm;GoR!BEC^?F+-uRn?EDgq`Lz
zHF+>SWDj;P2G>{+kf=-|IlENEUricOBfy5q0O^Toomx!Ql?|*Tb3Gv7A}Ue~rbCGP
zl;q*2{zMF1AJi$&&TkO%c;xH!kS2;QCH-5;ja<PN?XJH^YAEedb1=E=1}3--P*h1=
za5eXizNsS2lh7b5`p%?k?Od*x501cPtM0|e9!fF{O7q2TvsHX&O!f(%D#iGToM8Ni
z2Qjs@&SUCR^kA1;U;g`_5e?Oj<!Oinn%_tnt5pgM>ycH*@B<u1k-fAq&yJUv^W;#e
zVEc0w*JVBL960!TL;XEfiXJmtMRmP3<e@LIxS7~ES7hg0vAZ&1`S6J11zz$u8ys)y
zxm7jS3^s;j*jr-cAKe*%vV41_iXmls+CPjCHikK>o~XLYz+K7;z;OEV>x?t`iKr1<
z?R8VMeh{TAMJ7mAp)IDT-v<AkU-B?`UbAS}Y^B47GDSCnhXjY)%$kCWwninq3-bxC
zPSNTMHhdLtRoot`{P4+4g;ULY6R)+jcbGflFRs10hubg+$<Ojo`6<Q?Ano$&|2SIY
z47_F|4GWBHs*w(kxT-NH2!O|2DppMa_pK!05tZbeo0V&2rQ~<xjc*IQkL=r(yYTz@
zFUw<pYt>udCtrT#_vPKG0-8>A&#&FN`PkWk0qAi&qR4;xX~1AJ*p*jTi_IDCm`6P1
zu9RvRsRjUX#DV#^m@xr=*@S5-9+}Rq8bdq<J)~^r__be+1U=LVsE^HTj{r8py(LR*
z-$h!AQ6x{hMvmCY<e`ZT!1b%P;TA+jkeBK7OK8_I|89&|cFsaPt15X~n+aqJW)E^L
zs#J&~!pl&d&X+gJQlN_`zNs@FZD09z>r}dp=IefMpBCIIx9d&3)W>Ba`7-&-CT>F$
zaWX;gkM{IMrN$wS?!Bzv1cy4eC-^DYNIu1NBaav#vrz7Rc~<OB7&tzVhLBtUg_adC
zeb$vTJF3xDDTFWAMFwdf0rQ`{j)b+fFJ;c;+GDEL?HkGSxeeB>B8+F$o0_671=et&
zNF#Vz$0ZAn-62;AcLX-l8^fqqdT>nK>Om^HzZ6A8UGgvgzm!!K-Q-cXqv?tVr#oCc
z?=4?i(tS!8w-q<Dv%EtAQLH2L5yVVSu1U2LU986U^%pLwv}J3BG3^iv%JsLm^Pwl3
zI+UP3p_C#~Bv}>@NgRfTcX6Yb_f)J7nr)j*ftFC@&I{UuiVe!6qxyggbXC=bRM$KQ
zRBC8XlfJr#db(myxPWG^363{|r^e%|ScZjps3^8`D@>}8QrS8&U7RZ$dy%>WX|DLZ
z7_wos+i2_5nm-ZGrku9_r!)u|i;zyVOC)(FSiiSgHG>#-t~a32Fs?aVjo}h1bY-Xb
z%Hm%1l8VyV*+?WyOKE}xxw^V8TPE;o5+Z>MXCq*2H?vTSqbdl|w{pyO%qin-M^#-i
zf~a={5JJmU&Y4yw8~th6RxU=~5*-#}C}-;^gW5>rHqwRtYrvx8SJ3LGMM4i<4Mnbe
zx-ppJ$`M9ln*Hin_O}X5&z~<o6*PTu`8L%y+3^<v?=rX{==v9wjbi^f2<j}%f9i%Q
zVHjc-LC(sI;eb%)Iah-S6w5{P#Av7pF8t|}hqR2}-r|l^N32}2^p5H!*!gNw7WXxM
zn`ddJp>X^<1qvTRI?zo(83ZsC&d3PiCSePJ&}Az>83#SJ`eRLP`4D-%@rxy9lV`)1
ztXcVOA81}(f1;ead|OAcN?7<OGSyQIgP9UYO0o3{7sO)=_*gM^GJ+6!EEOM05}Ie-
z1%WpDpx@y})|mt|fEU0jXo;bxOaLq53<ThgH}%AZEdEC?hC*+^lx+*|i}cJ^#VY`9
zYC>}}3H9a_MigL;cNkHvuQt<&_{U^D7>bv&qJ6M7wl7Sy?UgLM!b&EcrQ>wFMFvKg
z-S1lch-#GAAA5i4VRJ)H`1FT8qF1?>7k8xzfMB$Sm&?uK;^)Od)+$WT^;7J6$$CUK
zoJn7-b;IQD9;RMv5H;B8avQ|a!q|Hey{sl`E~uN3ZEhJBkYYMZwrpgRgak;?{!deM
z(CCf)8D%@`fkxbp&z#X064be+oZ?P+gN>uk5gv+6Jvh6L3OG`4k||T%nnTeuY|%2m
zc8k|;t<U07_1-<B3N;JrYt>fKv<)rML5~ETTH&(t<FB8+I)x$Bn_IdV%i;i9C(^T8
ze2nL9j*pqozaDpIC4(Xjd6;_+-B2W}DQau4IZPA}P>DRktH#Xud0v%do8f|J%!<QA
z<I13NENGYan5P|<@)-3DR-^(jfvc@s)qfSU5?<G^(<b&^@R|Dtj_Zsu$Ud65oMF%x
zXN>A6Ex2I~-gB9WO;bUjhWWx8G@@Z?y)~%e<;^%eDS!jMj1+hUb`_8LS_X8VXiI}B
z7aOM#ubho%Mps+aQs?JqjeG>w99(6)#Y_)ll5-QK(CkV+5s<LX!U@!Z;McRN4{EI0
z!Ig*aPo@i>&my=_84Sc74HbMh$i_)uc1M#(OR*H6zM^ri2sI@?Lt_>@A!Lwq;e>N*
zB2GCnu~qLd1l)+sl;-VG>K|SHvi3;JThyf;34_@uXDsd_tgxWX&#i0&aQFhj6|)T+
z&Ko;DxPQF+d%(dnM(UPAkxRkEgJo;a1N!8?LvQAqNQ(z8d^4RJRtxx~nRraKty#uE
zv19HnZU(CZEvW#Hc}7UKolbQ;FL{vCc+_45E82-uBl90QMy3ne)PSMJ7G~Hpgfa(h
zVq(c#f4u9L?fH3j!<uzYNuL};R&0B5=054-I>FM~kGr;fA>G~`?mr$-V6>n5&-O2r
z&mX_(zx*8b=BZb*C$DB^C!dR2`bK4jg=9vR9l4@l1h|kx{I5lTx+@axqq0_;H8!TA
z1p?3K(ErEL+4wWP|Noz&T;$>iU5F^FZA>L3MNEp#nD;gp8%d>XnsSbH%1KFv6fI|)
zkc(;W*~TPoqa~FThc2`YWu)lBwys&7IQsnF-=9BVx7}v1y<e~A>+!hXEBJVCCXWSi
z@BSuFjERKsDIqoXyY0w|RJ5Qzo6I46^4HK&J@%@=Q)Tub!fLiymn<l4W-o)5l`G@Q
z-{)SpH!P&LPEvOZYNS{z>BJ?x-4rlt25r<L@D$hsl$&YLC5-j{ptZyFwk3=1z0duA
za`Bk&hsh7(nu`35Y=v^1@{|LHefxUYZ><V5z{Ni|56M(>5E*W8uMHw3PezdUf+^N+
z4^Sj3DMoYx`O9$>Eq1_a>)yh|u}SMfOE>&`{LIv07{{**8oyJT0`<!juOpC|ZR3KV
z%JA@+(4z+eK*@T+zU#41#IaMC$j_-B8H($WBA6mcezZ+Hh<~=Ol-akaWPM!_M%;Y!
z!S+ID-x9fQdBerkUe!4dG<Ba`K0ALO;k;9{7`ziQ1)(LPmj1`B{nju(ue-f4a8VTr
zsE$cJbwiig?HC?m{N6r=B0gchA!xePr=TL$+D_`0&zv`=B}$#*g6VuY9zE(R$J@P^
zVdy0mp%F1jM38_YJq`?iY_Yu2E1*Eb&vE$EG*&g6QdoULm+b%!2JX_NhvJ6sY(TYc
z6d>ng&7MAXSNYd_Z;EuB+q!Ursw~3o?o!*Wt6B868%OW%&$(XmwGBhGwWP%fYwD!#
zzH?7xU_^q~Iy=hLVIDkzAWA0m5~%Ukj!()2>h~(8J=-=m_hvk~3}CK~i7<9YP$THA
zfFr-$$--f%7lAxb_#6!)8%`FerS0BKe`*aBtf%UzGh5WETt6M_dUt0Z+Bx(w?+tH;
zN2O3RcXTXKn+V<gS&pyJck#{{`ODYsAN%k{t1|ri?|)Q+S$$KIhinQICs}QlY@FX0
z&&ax<4&sQoE<$vm;}`>_NT6oGdKP9lDgkDu7f{E(iGY*Y3$h1dEf!?wRatlh2h~Hp
zH-OodXWz`6Ik6z}T;Po>%NImxBBMesoPEKR7^ipuQ1Nz^HpV#35?gI)l*>2eSuz&{
zRAGLEZ{Kl9KRX}PN1P{*5*)wWDof83aiuELVMJ_eWo2;+dX{!Mh4t;ZVBgJkqaRb(
z_mKbyTHhR&<m`FlqA5(kLRY1_g1agTk~}gI6d_ro&wRss$@iXYMugSbvp2>HcIO_=
zy*|U@n^d6f>jI$dDY1+~th1K)#R9}UY&x0bKj!@V6s;NFM!a*R;aE+{TrpK_<?N6Y
zLs5UYNgRjHXuc>w4HiJX-05&3h3??1leu*s`!fB-=xeXdjnN>YP)vi5(&bus*ruJF
z&W~7*gEcGGD8~F?1)S-cRbSyT|9rL=$g4jnvmf+~-4xYF6E#*grP|1FN9881(vHDx
zL;W1z{SJ=`?d&Ffbx><*uee5B$+JvI&P%{he^KA?=t0h@`J0n>RdQ>CoxK9X1GA;7
zJoEWUdu?_$Ss1bEueRtTm?<1-z^g{&);E4XO-E~_*9A}rQL0fZ0aw6xb9=L<@^&9I
z7f^~HR$J1STr4m;x{!76WMS|2*5yCmWX8On+0o|f`HvY^?4?l6J6pl{e6U-=@x>P=
z8LB8$6e2=vwY?kwrFU?x%{;CqvrVlKEGOWY5S>x%MQpl^+DO%oANDej@%1A3?Ecl{
zp7nJLeh~CM7Y3v6pD}O1HfA?76)Ty<;$)J}uWDcOo7xD{86unWiH&&3E*`10@Q&N1
zuCz?{1|grDH$?CnY5G%T$_Htfq|7!dI|;KCfyIU}zHl{YwNzS1Z~1tqHgfVLG%Whp
z<rega%Q?uSTOQp2hC5q{2D2~vJOZ6&mc?EqJu2l^>KMIlW^s|3`iM|UVuPubL(;wq
zNLW=2DN-%zZb))90|g7S0?h!n%!r*Y6!J}XS6K%vENRtbFk0UW|Bmd}W9fdf_Q`Zc
z+p4{8cVZqWdZ7huu*eNwv#;j!F@C*Rt{n5SAJY9;aZElQod7&=PG@V$)bcotMzoK2
z7#s#v7v0jSUJ6^lQFLg;O?}j9(MhB2e$W57^MrlJrv1N4uXTBCUks9=s%HDA#bNC|
ze56wb-**aexLi9=gr(wUKboG=HHa;^V%q|joS`d*5p*TIsX?4+<zuI`oj%;Dmlo5Z
z?&oHF0oTb~8+_Qk2$9|hhbDQx93sgK0jvgv$Ex3mWMDV+V?WTsN12ly1`z<jX8~qk
z45MDzx;UZssDe0UW4Jju>{Ym+?0rn1Qb%0o?r9tDy?oX2tS6ZlK6VDSubQ096+ju9
z<kMq&^fUK+4|HlSv?*T*1*v#}x_&}!JDpXkn6OZ@XaV-wb^{Dg(9|_)<53vh|D$&z
zBP=|*pA;~XYXwV6_Pf8QvTRkpd;-kyON^i4ju-tQ`W%x+KXgq^NC~R)fC2oh7V?aS
zC<<J{oh20Xx&F2Z(536EkCnZAV29M%Q$KPIae+9TuBkvvJ#E`~?Ha=jX(gNXWiUK!
z9jDLFvY*EEL>}rsxk>$}Rmb<IB_7I3@uf=gP;HxxIFEL+AIwk_<ziF!n>vXg{)9X^
z^OK<GXJ2CIDVBD(8a%pjdJ$LFFotT9mZvGl6r~`^;q+DvXLC&A<Rg+s8)n-mvQY|T
zSW#;6+Fjgqng<oe9&yQ>jI50iXuM{jo>g|W8B}8~CsrQld<}qdC_m@gg>Nmpy76t`
z@;V&l&vnDG<u6kDDN-4Zgs_%QpKlVJ5RA9ojEJ0!NO>It&1w?GAjx;>$CDcAh0?`N
zAKYF!2YWB?DY)zObMGeE?oZ!;{`KqgX?dM5$*ZM!y@!ka1(B|RI(ouD@cYIB5x9-e
zLo3H%G)~4F11i0L!7TTp2`t0E;9fMKX1hze<)xslF{Kf3q8i;Jl%mX|i1loK&H8jI
zeP$-Mub6U+G{~U`z3pNuF!IwDnbsyPeL9-0hLl0vqW<breYlmyUgjvXtw7s7OZieT
zG%_2J+Ls>ya`P76n^7UkAuTyX%}C)C5bac-5Q}(`Gd7-CtBSJ5T^Hs)@zXhP&t2DX
zh%P_-((LJ(k;T%7hn6}l8Pa&H=8N_T@}T?NV>RL$UYjT#-iUC4$`^B9COdGX$T=E)
z=nBR;RSicV$YvAks+zBcZdq56!)1T_8<#XC@hl%Oi|bd5V5>Lw%<e>ii$z0r-z-+4
zF{yb&wgRQBKn=OT?zvfz?OK=;{|K_3PRX<-vShiz<ad7BJC}{#ENoz%n7jY<6k8+~
z=!*_E%M|SrO!Yo7xZ$_h0<OS*azjV$G+REI3Zi5vc&5w`8oKSSVn+G*XNap?xX*(r
zX=!d&C^stQVTo+n6?9^`n!k-`Z<(=RI`#S+{pW2eeZXXA6_x6ofq04&^kAH#69Q2@
zS2uVh3}NJMY=lk(@)qRnMrYdr`E^1E$?x@c_B!wY!=Ko~V#AWm>E?%=7x%ya4po6e
zt2^4jzZ|^l3WnHiT5uvc)l1SdY#Lc;r=OymS(+UY@qPF{GJpAarkjPG_-L0>P(y;s
zuu<R)jD1zhmYj{0wb$FV12i%QQ--mL(0}!a7I5c%Oii0OrFUXNLX1(Oz*FU+sTP2R
zZJ|YVGMUR#QUKRHhhcRY$J8jFZ)(bPi*Of(g(KX$^I;yQmIga%@cg2{vB1v#lciTH
ziG7JF-6sAQLvT{9wUim4D39$FDE~bsvho?(S+_0fIX;Tm-xr53zC1g4*mUsv5oYTp
z^2F*;;yo6-o=0s{5lMEX`I3xH7z28AUTc|&A@gufcW!N9J}WLzD|XW;3^|hMMh!oa
z0>x5bA@Gx?t>uoxk5C1UAF(mF&|+F&rG-MVs2a?q`%n9pBu;VlSo1ZNolhD|VEbv_
zd?L{Cc5_h#;RxKm?A!D0fi=d%r(JGpwtaqcZ7~#S6jM5H5=s%#2LEdbNju9U81Ssw
zf>>zl)6u7N41c|Sq#_e{O$Fqh)dr|Oez1qKmKlC`Ch`DTRxSTtL{SwsYAs(O9Yl4@
zRjEq^oDfW~E?Y7p=>H8_ae(IvEkjcWKSb8ujpUSWc2;HX{BE&IXKH85O%O1+YV?`t
zrpapetN=44>Q|7<si&G5`#OP`bNHsxu<bUAsA^)iwpLhV@Hps5hC6qR9^=Xu6M8P5
zyqNPoW3qEc$HjH)N1BCgLqU^7cI37xb<8$g!jXn{pWYKpW#`i96SQ_;VyR3d&NEGQ
z2zIb9ZJEQN+IKkK6u&$laWf97R(%@Wa+s8~`*pAAxVMWaqv+<hUf~JPmhvQQNJh4m
zsbo*tg5=-6&g!SZ^&+wATmPww!|SeF{nyysib%+j=1a@Tncb~j8q>9dLS0@<;)$+$
zS;c)i#-mmqJ3NAVg0GiuORQ{bmim(Hdov$upEtGC8*oI0tPXfa0*ns>Ln@9#31L=7
z1^wnq<a+9q_N1E^mM%FuGQYE66tJIk6|EKe@frF24I)=#EfyHu{NPB8DvlS~F>p}C
zD56?swz7%t&qy)b_cQ=!o4^ba$3M6Hg)m(L`u+M<d-TxT*RoyzGfFx&FHSL+{c;A{
zlCLex8YHYMt5%R1lq*+()xH_TA>?(3C2Hxb2K%Nh=s7Q5G-9N{UTOOQbu-xhAA-Y<
z(5TthM|j=Dpp`*IXxqmg?3w=4JYO>##pil()(h<BSGZ>}>)JVpn~>kGj>%qNkqeYb
z`IiuwK1X9CHarK3Md%X_BdiQ?HxE2{ATK%`nlyK*FDdeD&3iFN{SS?O`~F`4LWYa}
z?`sCwS4pEGkLqI2M2Zi@0a9oKnd6>hm7VvuB8hVTgh_wKS=*EI={_<)L9@e-0wQU1
zOw6vwI5bpwwm+AnAh%H+v~s<~Z%!*<d^Zh+3mN8Cv*#ne;5@GVH_471Btg4`VsXO*
zWEp~59)sJ7q}}%rW?W*%4gt^H-n&?N)eAVyb<-c^`%iI}5CGyjd2!t!?1}i8<E%KX
z|5WX>*ur=^TyNNMj7*tI=D$Lkq~6hg)3^M3EZT#N2o8yf9x9dQw=-D*#ldkHHvVP=
zd#kd=!ok@C!*SXL3Wlcl+`w%c#!L#KEJ{F`<J*8CmR%j+7Hq8-1!IaXd|6lR>|ibC
zUBuN-(%Cst>RYaUT<V~<lRM;~L;TRB@O{cnnn4t>-LJ1Y<-ry#Fnys>GOW>2tXl9_
zt=&BBm<$-!2Jxjdm!R##{97DX>4@ihW|c9Sxl)k25#2+`F!hsuR5QVFAl2QztY)n+
zr>`(Er@OU$6;b55@xf+<`;s*^9QpFY%NIh5`3t>~e+RK4i_7{U!wNdMHA)d@OU?ir
zRxnta&a0$zLOLxo`HnMsh0y%iWpBPWr9AY>7IQSujoyiG=Cp!RM<;^BpX2iy9XkPC
zoLiSW*3M)gkkHU;M#SW|BPjNdRZaXX1sL#Lgc-6cPfWu0rNS`~1Eypa#b*{SSwDqa
zclkO&kD%t5Q;BuRl`+sK$Kuas*j<ZAO+!);E|s%vkgG|&?3(-6zNnwStvi_6_RZ<?
zIgEvCKCH#=%s^f%G|)qHn`Q0I4Ny-j7w(GM>6h;V<ckPd|L``bPEHPngFxXEFX+&f
zBQ?NRm(xcIDo^aW95Sz$PKq!g8(D4JAuEL=S&t2)p}?L6qu89?b*OOYvZ`w@B7$xX
z@blemO^^f{-55?zGTl?(*TuT&TIctiicAB&9lR8=Lf3Txq(wHVr#~QeJUR>Egm0@G
zyS`0c7|)23PK+>aRfm@NEBiBiCK*UdhFiA?8F~%~L3bmN;Rx3=4{VXv(Qhl3t~WWm
zwD#+V<9%K<x(AL?fA!W>@$aZDiXY8C<^%t_tzqop39{#K@lL<jf2Ih12J2hLGH7xQ
z?OH39Yzo?3k4YS((*qiv>pMM1xHm~8a{ar<PhRQ0NJBcG+nMX?dB@)ARy8RIU|-*R
zN>bP#=Y+ps@Si4XLnkV%+;mM<uYLtgA6-2e6<GUI^>gy{v6H8^1%BD_b?Ec+({ID>
zK@x(`H|`kqe*W0=M1m~FjARjR5h4gtkI8}LL#tDUs-Q2p14ML9!|VwOl?X-k1Z&qv
z2=}`h>j2efSfmM|p#R)4K}7>`RUBsF5`}KHD9=WSs5&YQAihTv%V-=&i+5s?h<bjR
z!(gLI;Im<|V_Q{9xvuh9b%+BoDrWW{9NKG%GGG`pBv<D9$Atf0{T)9tmfG$1f)K?P
zwtlgo&<GpW{)mQoc~2gY*Vo9eL<Hi5HZa=Hry<ucyU5UM7dBF-Rx)xtni_Fr?PXii
z&^I{M!^55xy!zeD#jO=nh_W@m^WJ!FnKlz=a1@mo2Fl_@zN$l<ca1~4UMHZCp?7_N
zn{cAIuml4P#tlIa!Z6M))C}+80FZPz04rjI1Iv*%?a!B7Q#0gh6%qv-ls7!bs3I_G
zzU18tW9uf=-H9@2H#R|z=4-^(+oc67VdhlGe==9HS+|{ui}Q$UP$dMzfBRkBCJT)$
zHf%4DFk~cM==nwp)uC<3DYcDTKqkkYB}8>4LVN7bTL-4JA4pAPVYTF#Dy!*s<zFQe
z?~?w+X*{16ue;owU8y>v7_Uz9Xq1R<TC7CAf8ek!qK%^0yLhh49}meiKan09c6Sxo
zc2%Yo$4KTgawXLZ?%s!QpjZHC%c8|i>qA3&7Gi)G7D1I)=#VTlFUR-)m-WDP7Oe6_
zjKfS}tP%3cTqi_U>%8g$m4<G866uJZ{IInSVljbD{2=Oy1B#imd#WB00JRKg2q6=q
z_R#y{hQKy$$7H%yf4@{_E1%z@t!Db-`|NG?9{tgTAf{WGM+8=~eWdJ~sLeKn9BG3%
zt37$^h_AA5;jgQ`#}&VF;#Qh9G<Zrovb^i3OS%-bzlSW<-j1v9{Z$jH4-<>E5q~y<
zp{1bs7PGTbUOGA->h`q!gyyeh+pZF$QGdrojXk+-mgP&FaB%R2#o!g?+_^LP?e8Oi
z_=bI#YC*Rhw;K3Vu9JzoofFkNo7)TuIe!f%Hv2w$Mu;8tNM9~*5mWwfAVsS;heS5m
ze-jBS8R=oLtqd9iYV04D&=Q<6F{oum+-BU?(BSDd+W`lUl(b{H^&$n>{Ji)OLQ7@;
zX!!QYT@^4wjg^ZAp2m?+mg#ZZX^3TnaJ^eO)v?@e@*gpsZg&HC&L<clHUz08K5Z0$
ze9!?Y!d!(AHPP32BKnil!CPw6)_+_6>*TJ9Rdl@0@dcbdzyTv*ZB^E-6X?1b|NbI|
z%vd>@0iz-@XC{19B3hP@VcWTk%Oq6l8-gIvZ#0wp;7~t8C%`h98@mz-&C(l@$OLl+
zUR0bfEmYqZrFNG)G3cIt(#7`A$jekpej#2yd&bqD>DqV3m_Q&tjnl+oGx?24&cPl@
zD4YW=CMi-LPRIVwXv=ZZfY{X!EWnm99E&x&?cQ@7pTQs*)bn^$T)#R6+a4SA6L2A?
zLuC6I_ti1)Xvi0-2MQ_lk-V$jE&N8GzD67hBXWvE>&p5Isx8>=up?R7ArMW=TyICb
zRMw=(juXcK`V0W{Dan3PT&zRxw$IB(Qxn8F<@%(>|6b;2@MZ)=in()Q&>i~jPmt;8
z^N2X>+Vi9>uratk9uSuQi;XSL7gSWSFu*_8aQ7T!(fIb}HeDzQrEcI$`*_{6c3`o?
z;6@dxv&u3BRPP}63+a`$;gatZDDTuU2^(;tPlt01Ua`ICKvLhcmd7N5y}?2H{d-L&
zJc&W04PzrY5r*0@Qxs!gRq#1`HOG2B8H=ph-bcpm7PKi|Sm!s_SIfM}mRheCh(qfo
zD?6j}DZ~YEW)=soRfp>5{yTM>{d4~GpS6%UMlAJTe(?3qx7)tYF`qP#(f5DdM)@)5
zb)|)0-0y&*lxO>mXMp+2Vd4N`V7LRhvaNFt!Z&Zi97o8qy$G|`*N6Ih5e%<oz$7zu
zCZHa#&)HKvknhLl@eO`ShAYXE2aewx#Us+exLC3#M?Damn3f<LhPq+4{jy`T=_M02
zB|m;M?K_wu`{*5kq19rt`;uaoKr?w#<i_d9;-O{4#DfAJhf!!rZ|wq}$73o|)gAH+
zknIMwD^&laYMyRryYY69vC>xXtA>MWgNOsyL@g}~oDp6;+X;mRtz-(_GGH`n{U|+X
z+HE}KN4$-X;?LVK$u)BIK#hFW6p;NQ(ONK!Aet|7AM+i#eV%!RT&oNSb3h!tB>2qc
z&Xsh2=oN&%&M?t@l5+oiDao9<6+fR;FW?>Ia=2G$)n48+H{u#k$k#ojt7nLe=z$%-
zE7oZ;ZtYRd-&F8nnp7MHo<3F4<lFdjjuKZOF{Frn14e4=Qz!jxcG%qMKdn-&Mjpr<
zIJI}j_!kQ~rp~!wCw<e;3&;JpnjE{d2^URDoFht!1_w@bEv`8GV0jGwTV8}2m5UzB
z3_<L`*b&z*FrGLymXt)x>1%ZOB-W5(rn#)QC=yOA(=#4c^kH};eAlzcF;j-e6J;Xe
z$~E$;)M2ua-ba$q%1^2GJP2d>Q+<(gM1<s&CI<H>@4$L-(lQT<?AQ;{pi;I*RNO!v
z#YBV_FD#l}{rRWrjZ5-aTj_QhDP5F4EI8URU?>w8r<U8AhV5t?*x*xVoO3bZ-92*l
zh#@gJS9aEW0<zLvtlU@JIDmHYlnVwiQ%myY;0{_2OMlM7k|GisV!uT{LZln)4!GsG
zC0Q`f>45M>#yaM4+XD+r|6YI8DJ`>$FJ-nv&uBL@4+LGxX`ko{fxc!2#I6N)90wP6
zje{?#ao^Abhc(*9U%%g+;f>_`6~4$Q4LvimrAo+8wPYY?hQ^@ZD6E%U2E)mvh86!a
zx<50?RrCpDYbA+PrBeHm^Zn2Z-?1ovXL_*$S#=)QUT{Ckuad87eMRX_3iU|6lt7m<
zJ0@0!97Y_-FR!7p&B`oZ=Fp`t*L#q6-dz;V9sy)L3-U_Kcyx9AQTcNq*CRf)Z58~m
zi>yGCdC&~)*vuAv5%x$=eVm^=b%8j&=92i&L~-iysF0q<OY-fyR9l`S%Wd!wS)r0b
zB?$LL8eN;H%R-aW&FAmZ`#PqV&`n<s2=r5Xgl)s*=BD9i#DQUDXM(sv42G(Gvj*80
zz29!0G1v+cu_cOL#=`n5Ep`*ia$6l9%+)Qpp8;EEC!H;#cNH30L<=?PPu2PG9+yTk
znezDA9lXF9LrGvPsEGE1sBbncDudOG+jj_|5ba+ks63u83WO8%JufC-fBO1!xROXA
zuL|BxNVg0p+kFct3kiqRT=FX+2;=Zf4|F%v)b-NcHv2Yv*$lHCl!Qp#r0$X=j5(DL
z%Kvts;Yr=h7T7HynAhUEN))$95mF^-(-C_?^H}^x{MB3k-NxvUWXZ81gZRyu@9~(1
zKi_89|5!x57>2r6XnViu=k2&%A58<j>AeSU7Z)ZTo6vlA7$hhbhi#kbtHcXdg%fNb
zyUi=iOWf|qSPPK&-;UiMudOUrR6=zuMY*op+zczTX`j8Hg26*a4R&2Fh{Bh#^N5*S
zzqo&j__8QUb8K|gp)}pPO+D>oOc2S-r{MH-UAw`9da|=}|4`Q+s?A_FCd+X-x(4Sx
zB+$8JREZvJHu@bROXUaguLE}?hA6^to0a=C!VN0kllpv-T3p>zWhKf<;c%o=XedEj
zB@nkGzKfkOdQQdxk(o#krmU$cyOISh+x@;i<8Wmx%*Ka$NnHliHeB>$)2^Jjw(G*}
z*gAfPzK9pL38S7q^S54w_bD`~<GoYomqHbAaOUhf`6#t#<p~Sw5LX(YER#ywY{MZr
zcP`+_TmYTl_!TA#mfXL7u`_thUk86TU$i)P<58O>|DMdLZRHTtD9B{_Mo_I;Nx86@
z(H=CBfs&W64nHQZET}By%*dktAr!Fg#7={z@Elmks>mBhWVa}pspNu7#mFt}$^b>B
zN8Pc{(bK{PESt@q;jF1J03wp^;9J73k(Fre1GE@RM;7F_>(9}psGe113fi_z)-Jn?
zwqu_I*h2GgQ;fSAEcok`zy&+*HJMtTcR$SLQWU;*?_#2k#m%i1McKoQ91uwhLVFs9
zabGWv$9!FV>uK|=9jy&|)I@dGL>W&pGkCcH3*(UN&<g;=S_cPAN=CU+YPo}6*q20Y
z0OT<!;>D0|*|$OaX1OL!m?7HRz6YTrcjZ_xyhoIH!AN{&cvQ|IW78ntCCwE-sAB{V
z%5L7S8bQtVnz|5}SiHMNz*w_WRDLC-%$OBY6PCk}D0Eo5c1Afy{VgIZOfKl;R(5iH
zQA9!UtNs$@$w@1<iZED^OnqlJ9l5>YL>>OeN5jXS(((9)@{0pUSeoy1$cQKqCx4#8
zN3^^r^m>)Mcmz_tOgrR+sXY9P6v3&#y$T&H7B}75c|$oaSmkwg>W1E7Ci^II;pt6U
zlMAh@JPoCHqOa*Dj@{P$k)hmjgfTmdJcbx0H-5~LR~90xspaX~MEfn4X9s<n1{YuE
zHyyjZ;Wma18TIy6lhzW-k@Gv^L)m`IBo;rzd<4sHs!1*4yW-PPphXk*n!I}rFA8W^
zob`gi8!;H{rjlv-vC)9ijSDXreJq)-b?NkZiYq*Q?B#z&He;`e(4UX$k=uLxgWb{1
zeUPCkQ0pPNlOSc4FU+v!JMi;`rt5V}?;jND;ufl}K`6Qq^AqLvs-m^ts}6(IqDvO+
zD<$osVN$#fbxb}bOuTxF;P%kV3yj_xy{9%N!#5thlZ+>jl>8O}B5jIlcOTaX9$Du6
z$76xm!%Rj9JVeRr6*l3pV%f;;U=8fYrGGikZl#i-yf~jQa0@T%_+o`uDfA_U3ojJb
ze(Wi{-@n3mwOhm3@K%lB#r$d;2ElHERlam4w8*MaWYvxiE&828RucPWS**k~uq$se
zEUe)QT7cbfE4;E`ijB~6`8)P#7)b2-%<vf%pyR&XOgoG+r+e}^a8yu(u%5F#HvNI+
zo`xrunMb+VXS<4S&kfW)+t?#99>}(dU8T`2io85Gx9`xA_h(j|xp}rb!`bNft#=vv
zGcLCmZnL?_-Ao|4Z^lAL3frlx{FM5-;!21Wz}7Zo;{4d4JuSzE$U~tXBL2Bbf8#$z
zp-T?kD<Crz%$o_(kpd?#Kb5x8izF0VMy|{z7nDuxgo`D8v5H;J`i%$9tavj2aP5xS
zCAFPV@9p+^eK~k^*MN1@=9=m6-FuJr8vVOC8Hy0LOlqdT<m4RMksMHgrRNgo#K9EH
z%-S%|PB6expwvvhb0R@R_6;J8#c@|&x2nC666c~8Tq-VK`o~qt2{Rga4P7Z|WQ6*j
zu?R&n`p)Ovb$l)~Cxvb4m+Pm{6=67U_3E8fCEK4i=zJzmHAdvr=^Sfg8rJi=8PLA<
zO^!zdA|_%@_}Ytm#Kpl2kIbT*FN60Wnq)TnX^3ag^32TPfwGUAzqFupcCI6MzWU?i
z!@2!?pPXF$qV4jbqkRR5p;5f_6fs*6k@|K!muo?E3oDGzvM;k=;1a^lgU0=lk!n#f
zU)?$wV6h6&r0Nc)BmNG=pN&q0uAAv=wHO-kUoHpE!922t^Z4H7)G>OPuL&==oP3mD
z*P<xAOr1I$Lcq1Zg(p~qkh|D{;_9|?QC#E$?BN1L*nUf4NM>Kb0Gs4hQ|H~1Ph^)@
z8CKvM2w-zz6&3c!6`SO=lV|IG9yi=Q^3gV~iox(C{-?2N=7QGQqHIpGr<@z^7Ad+I
z>1}uVSpnKEe<t4~KNo3DbDI2cC(`ipjT~7WYKW{HzE6sl_c!^?13AG+7ka}UwDU<+
z+Rx%Ldk6f_q`>QFf!Oj1Y2#d0kxvnoD^6%^{`t;MP|INWG|H9rBX6<)oREJiZB}rK
z_eW_Q`WxGh3;EK2TrLASyGGHLzv_$P$jQgAi7v<gH9+^#M<F5@Y*C1=Xx!z$tX0Ps
zWqw}u{^-*}a!KL+h8r_+S2@=HDir)GkLfQB#qoasf#J#&Y*-JwIp1gxg=y}L&_?+i
z=p(RLp03jOzglt*4P(Ip`~`Q-$;%s?Xz$3G2N;W;4~h^mL_dO({gX>`W+)E$RTh>N
zLB?hJV3V!*qKJ4q^)2WD>jDu&Wx0KQp$NLSj?rTWrNvPwH=Nuagp$(a(J8t+i(S4d
zQ_0Q^43h*iP&<2VF6N#n*uFhDbo|F(G+N#A2CHoVB!&d!Q&}UuU>KI<LC^8>Hju}!
zV(j`zO1=66(e}00=W%aQV*QLTzS)<J@wMsbOJhOv@;_48SH<<bd{?kw70|W9s~vI)
z5h;h|7XPxUFJ`E2_I~z%a?;GXH0AQ=ZM##>IbC=-cVyey(iPK2y@k<UXFBhH{Pu6I
znNoaY0Kum8(GbX&?VEM$xFsqAGz`#E1+;;YfR&=-rF<1EBLLdEoukt*(M;SncClyB
z7}h}|p$b8fz!UYiIo#PJ{!dXb2j%7cZ09=5>fHkT^3ARn4)j*f-TPR(KIKfsJDl<i
zKatvbs-*HFnd9(bnRet9v{4d(#?o6eMGV&K*^ScQ&aTjHD~x=TZ8k~2?=nCAL5tzA
zvl>7TFAiLkN=3lkjE!8~;cySN2XF-+4+Mv%wl)NE=V;);D*(Z7n&hy->!wE|#629R
zah52zGu7gAJ~On26C<grXR1NO$n5nv0#ONHd36Rw^v%Hbk!<=&YX1QjnM7Zl*kFZ9
z&3fJArH=FvK}mUPC5@9Uk+xYRhkrYPTS)^ha<S(O_#fc(9q-l#BHxSONy6sO@UHzm
z)5B-a{<DG6R2bwEqBaSbJiP&RRx=EGJnDE&U1AsL?msCsMp)=ipkN1X8q+YW`#Eqz
zF~;5=Zx{PM?uLQGK&jedNccHo$*fOF$8_nINHvEm8kkV8NE33n8e=<);)tzch(x|M
zj{0*w!y(X4t9>y2?zwzuP&H&421tT9VGDiPdb_s)9;d<{s;@;1Dt^;%MP-Ja8?N??
zYpejNQuZky!C)M*?m|IT8?ZI1TY`iVh{$jQgrDA1`I2a6_U3nE)!O%0GF<N7Ewawe
zow&O7;r;jRSzmq*ZW%NkCw2S0X?G@s!35<NIuu*QJx>>g8`tgx*EzxS&sboLk|DGT
z+h`=Oj5U%6<>gD62sJlPY0L4e19?yJpap$A&Mavg7VFbg@J}k1ZYY15j3y0D+YAQq
zL05QTLJBu9Oys;X-)-p@$BYyo-#;xD!(UwE+fZu#x+&DgsTYjC<O*<!ia;2YuRh3Q
z4z@ab2vgMo6V>RuXP)?JFWMR}*=w}B$N1BeKV7Q+FOp*L%vV;%#kPqF<Z|t$=qQ9H
z$%8G<5Ronh#?uB2fmrK$roB`$pxzQY7Di|uj1iXz8XGdW=}Zn$GWvo9!zFq6_FiQm
z!w5tMil;*sQUJhikg-iN7$ZW)AFJpN2r9HAMT^9uMsiZ4=#;2iUT~jd<3Fp^><8tu
zV`R1ydMC^%ziu_(xD<AexnTWKlgkxBu9r%tKbrKc-nKXUz2@R7v(m|yi&OuWAk%#K
zY8bP<&m6FA2z}gfKjlg7%VpaBf8fD*0@E~gBcE-!%72t7TqR2sOE}=eTAnxwMl<!r
zMsJ+9&LT?R!u}wV4y#q|oYs#h2v0AaOHX+t<+Bjoy-x2>hID^lYwH*I#i)9I<%uDC
z=adJn6A@FHpr~yzknM<8qVokn@Wzm})B?@^l&52D`d-75MWH^T%IimHvKjpCgt&|_
z^xskQNt^vfbj8Fb6VdEJTJxirj)}!;6@&A!wPSH|_}>#6iTsCX%56x&1s;T!+QwLz
zW19)$iU;go7@eEVt<V~=mtQ{d{e>hHC!J*2iw=r1VpJql!BR>DzC1qXd(yE{t>|C{
zGdAXCG$2pPe%Vk0V~{q#MEuVPEwlGa8S1Qmv%Laa2eVoR*pEC(ilKJBpx4C?Wbxje
zT>Nxq|6YCd*~6vVXAg2><VpI&!+sgxAGBc;A}7x`tgEh+S6PD(*)JNJaRjI=!oZo3
zV88g62Gs|?zQ_LFTrbLQz4T@iFvq}2-gw{DhQ$+(6aa!*L?25AL#Ci4?52X^#V(dO
zx2x2LW66&TV+)@X*@#6%%_9*CGz*8WR2+3fU=5#VRp)R5;b}KOe``QQ7%ZFe{RZIa
zI_{Md5Axd^&bY7==z_6ukK?V6a*LoRSi#SSMvI>tK|o<YTchU-*qTgusEA<Y5Asdg
zTfb0jBf0l8cosVMg?hg!XGAXae($q?oj(H&Sc&}EbnIi0e|5^;>v9WpZNz$ILiB@$
zyREM)bOUT-ZIxvh+t0#@YIEwh7mS?4g)vcbr2uWG@nUr7TkR~y!U9ZJlU&=PxMlqj
z2JD{JJYJ5=t(R9z^HJ%UW^uduy<`^Kk0Ue~{qb?i_{x!X`W<ONuGy>5HOs+lPr@Q6
zvP%vr>_K*uxLT^>@$yj)Xi-%A1jh|0zQihh(llAbiL&VvRDaivi;Yg+G7~|*VYO|6
zvyIAoWGun|=OLtR$U?PlcFB#Wi1(J~%`lvHI`?w0c6Ydz&h}FtH4cP_0}6Kbxfnz`
zr4b6qMEOq?k7hnVV97(-Y?%m33-9D0c9sz%)<w8I7%=gh+Lqzga`OB1yuG-Qi#`A6
z&IGn*(S*K;>e-fj<b>(q-vckiG*Q;M%y?(mj8F)=W6B)hhP5+K)r8p9e+vZ|#S0<!
zUY9OA{J<j3AK+jlznwx`tkxY^2=m^wt>@&&3fpb39x8(;2P+G;Nl?`JO3J%oRM7oW
zA3e<uX6*{5;Vrge&KR*wmi7$W8cn+F+4IQy-bJsoAHOU?tQR;EL4G$s*9=gUnE}Nr
zZE2p2v0f-jF`L4~5)0u|ctp$}B2x>!anO|w>WGjKB>CK7-l=-KTuxqL;7(EdNaKle
z?tiWNi;L}KBo$%EG`lqxx)P|3ZggjTjTSTQ_$Z|JK0fv$BJ0t!lOMyPKRw3~h?5_i
z9Snpmk-ESz7CJAH{-)2^%v`s~BzrH^Nlf}G56yIL`(}0aE+SYI*C%GXwKxEkc^^Cj
zAQ!@j)5bfI@*0_FtxAs>P5x{Y6Ya7`e0$?RGqc(A36Sc*kTrAfuZE$iqM-7GG&_=#
z7%@RDu!Yjm1Y}sYeQY_>%RbBJv3$sd`j9qq_$EHQKv^ljf@H6&9_)QBsL9oE@EOQu
zCfoCWt$e$d=jGkmvghD+YgE19X*4C;=N{80BEz2j)oAVe+|_&O7Y?t`4-32(wjVkv
zA|}$r+BCS%*-MsAoz1puB`UJX#pNDX_#y83gmnsm{JOl1ov$7qybX(Xsa;kcDbR*m
z5q+k!bhv#lMf7*$B41yRQ0e0}9A=E_zk1Q~q;1W^{t7OV_A3oC@Hn`SCBY<B3`ITn
z>vS8kPJ69w%{adQnA9!F6YP7h&L<JKaYXiy5CvuUpwx6E{SH#@L?=o=NFlBBZizPT
z*(htSxpr)J!MVEScov5cV8H&9Xt0OR99?~cWqt3JYx1hSfi<Bl5aV%mYDyOapMM26
zH%|t>a2VGlZpKKR+YL3izRt)|ST@3*SV2oB=LOg)6JtEc=<_Ma!>A}%p}d6!fUaD%
zyesw&)I~043uAnPC*2^=U=%N0hXLv)AIIH>*2pU;`*v+qxI8qZ)h>rQ@v5rgHbHGk
z?<M`GcZe;xeB&gDPZk!Yt&nYrh|ZWPH+UC2ibnR?t-#nB+4^g?YF0eYKDqmC3vls%
z<Kul(G2wbcTB$fY>%aSDb!7{}c8Ju(*xUsXF`3jf>(<|TibXH6QP9vW+k@ccGugBS
zUv3MO)pE%yVl&6q+zO3}b#SRV<K1_HM!rH;gYB3h8KkiBicTOuRm(i>h!KGR`rPw#
z<SHOGkB_p@W6J6|Ak`J50we?w-X%B?zVy-xn+>17Pdfc9rS8#Fp`V`D#4hNyn1Gw_
z8Xo_gmO)Djpkgy3UAF*}X9MYVnU=g#ZhusO%)Y;u0#T=$?To15Id2036nx1Ncor{d
zb%J?rK<iW%t8HP8i0}{gcDhbCKar@zGIwPwUy&0{n0fXgOb<*nz$!OEZEO{qrU9Y3
za=wQ|W;+oQ2%{Qz`;P-l05QWLH8>pZyiWqT@gRCcF>3nwL5C{McPDXk1byo2sk)9y
zpMMVD#N0o_Bn<{|NL~l!vu{&hFUuck%7U4ejkOjJ-9MJ)mJc(dXIal`g_f99!yxL%
zc!I}?!FJ5QSN#NpVZGY}EXFE31J+!4zyy_o+n#thCkf~717gBYIJ+ZLD-U+*;u|w{
z0d;*irznD}pMhK}n1ArcQz8NRvP(EBI^n<+^QNtoEz?Vs>N}bBtlz#&KP|-1YGZQe
z_vFy_y=D9y8E!<R!JE=@@(H)X4nbFi2t=y<B|f87ar5hRdb9+8_c&0Ph~HOT5PDcp
zqpS3?>r15Ha5l^A?zlda+uUH=kMPcBmvNsdU0vz}E@XZ1o+f2%O^Vnhre$?J4#YD0
zvR~CtL)+>w<+H(!g<Xzf=E@&J(fK9qY&8;$Z28b`KEr(-V}UIJ5!`PaZ~}~o&&qck
zFv3P{LC#N>c&M;XIw^B!=ftNvJM_=SBfM<;Ml<UcV@A<rGT+>S?$u%9Ar452!yB>8
zwN^O(b|?C~BvYtEXo{28cUBJq1@_M|97}=-4P;-KL0_<-Vp6Sn<)PFV>JeL_@@3g8
zjDwa3#~-NU_6^Bw8xFuC(B#_rFARA?8jK1*0E=qntZ{YJmE#jJY!>ME?Mj3W4rH5!
z)89|3dR*2lRK3Pj{jQ0xI?v^fgwfNFh%fu5pQ`z!dBRI_j~OJ_H1V71n1!nBk{{2r
zQrjHM%2KNj@@nzh?>~0rLdj>T)E=cq90u>!1rR4}Cp4Hk=s>zN_eK}k*vR{Hs9r4M
zAD2&_l5GCe@>wvEz3PZMH9RKt92;daBk|@esQ&Nv?uBRGw6{zpi_6jMRhX{Xv(<kL
z4iB^HFbW>9<~Y4=&+W~hzD@r)ae{EV?(5I_@tj=($V&GW4nGd%r1jW%lsyydhNV87
z6v14?6c3DI0JHb2PE+eO7X>Y=omop`BA^%@PkoW1vLNjs6rqPk{vIkA#Urp_>#Cp(
z5;5qfIA<71V@ul`#OFkW#^?x(tj;)nY9JC@9kO2=hac}(&%e$Lryqdaw4JpPGFCIV
zmX|j!$U9ZTWj_zTpSoCJtlrdesK+pWl1i|D>eK(Sv8k{N9jl@Nz<3i=E?qW&Z<#}y
z1I~N7{Y44JL%o>xGi|m-9w`k)j5Zr#Lq6DYE#~j3jw0$O{%n3$M@@dV7j)q2VqVuX
zI{I!yA|QhO=S4+}g)mfro{?(opEuzWgWg+HZ*Q055a>aW5XxEufZ{^@m6-));@Gi0
zc4Z;75I|XS>3-mrhrd31o>*L1+xGHW@CV3@6pr%gC}8z(Kw07eB`wfFl%5NWyfmEk
z*G5P3@TLZ65}9FZnMTNS&P2H`x{HqGn=aCXV{ryvAOf3`X1jA9Ch4o3UAbj7?fHWT
zGrqXrI~K#!Y*pu@!${bFAar518(s3AV&led@)U(T)2gnjAS>Hn*$;0G)z(weMf7Eu
z{z}4uoW3lmDc&gA##mx9WM7~aC(Te7u*>Gd0s@9=>x@?|E_C#EduM#ncGdpZADzYC
z#^0WH3G3XVObYGT4*7-77UpP+;?VQhQ{pd1K;FXQ1=;9FnG17a*l=>JE$EJLPO-$0
z%*oK*=8W(FgXfVKz~V$k3fP{CKKtoG-k_hx=TSYc{4A7~E#`^?*b9IOB{^jXf`W!T
zDXSm9^!t@;mntu)VB1+fZXo9b^Sb~Q@ssxmFC@4_*A;H8W*aVR-wvmYyR2?|?)JV~
zOf$`6qAU;q3v^|-7yjnTp7)Z2eiH{={!fUL%XAmQZLeT7<dIBdXh{=~E(xk+@yj?c
zD&7La;u-34(fRP`rIt;r{pLx5FlVO>QJ8%ZokV2!0*bSdr;u;&eX%2$Qw%mcRBq88
zB4`@3wEZL)W^_&R6FI_dq)j~_j3Y>~cNw0fK>~A@<lrf&=XnO{9QD+kSA|BIIWhA8
z8Qpk0eA4D_&O8FAL+S{TND&fYx}SavLmNr*IMS*EC^-$Qu{aTv$vdSWX|q_Jon<yI
zz0lNj{-*xCeG^~Qv-r_15_-DV3;>vv-}dxB@wdyDPg(m8UD5^QvUslZp$6;*V#o9+
zdw%xC_O>h9)m;Ij05{ml{EYv^vOR=;C{S*ST;ivSbT!Fc3>9|ef3I<exh_>-HHdZ>
zoV+pp<*V_-K=$lBCqOBDc0_C`%JJ<#b=fxxCA|jRimXi_*?3L8-Iop@r{0Sy(29h6
zGOo8J`8p6^=ga4h6;BJM5b&}r2I}SQmaBW_Km9nKWJM_^yk1aQ7_Fv`RQgfqhi#dO
zx=~-x?BbIxI_**#iVD2(E9iE&cWtW60^N2cQi?gO*i-d2plvQYiw|Qz9pJcUx!TGK
z?PG0OGKPuYg4kC8E6;+(T%?{XMqi->-PM-n?r7LHf4pQ@AY_a>Roobp7|%a;{q0B^
zGABEXK#=}umJ4eQ)KOeIf-#IOb>AqDEoKHhqk*q-HD^HC1{_e=uf8}Odwr+Y#{a=a
zLjq$at6=D(w^;N7C@X6&XA}9h3kU|ga}G1i91HiXtH|I8ON8lOchp|cLx&+oO3W?c
zhehF$7&<kAY$MDsK#!sm&7d?67V7~F<d#PZUUh@14N#cmx54{?fwkAJ;eLpE20qWG
zKPwoR7E*ggz|ef&k<Qg9KiByTi-WY)2=|>n_lp-9M=tG#203(@T$CLA$2BE=uMqUG
zJh?^7qZqbnXRdmg%rxdo0YTYh3Ct_s)8E+|lzOr(JI|a*L;PC50&XZXG8G|AC?TDl
zt<7Z?qET%6jLyylm0jdDi(OJym>26rz8yR7!1M4x-5yWckvxvsQ`z5H3^=|{=Ch^1
z4@z~C?Ta)BsoiLX;+QgXoP+cB<&=wRk^-?C2%Rrx#!|nl`z0Q~J8I4#(Yfv{{-XnV
zOEMR*UxcQ><Bu|Cn-OY}B`kTj016Kt0XGk;C&v!yp!V_c9|y0G(9Xt0ax0Pn^+=9A
z(X9d>Z)L&5^PVZ~m>k3_R`!)R;GbgRb&Ex2t}F-E>3jiU;bO#-O-f+r#|L5eGTR63
z2Rqx4FY3ZA6+_alOQC79hPPCwQ*Y)XwEKp4K86X-SZ)Yn0~FMSfN6GC|5wq?;US-X
z2hw14%l)TBRm*&6V@h!`SDPTpDX_nTYtWJF>%*XKo>x$DzyXD9(MoMzt3q)5)jXx9
z@t(1Bl9eAO1UXx##M_I2PSCySvdLYOsF&k5*Iu-!^!hpNEui6f1Ga#(+I_gsyFj!&
z<wxbQ`qt|i#K7ptk;WRju5hKV@8{cO#Nh6oeS={;@B4H<*%9(>CUOlY?4j62C~49&
z#Q!&zJhvd%bO&i?0lXXs0o4F_m5A}@vS(zZQ^QsIHH%{I9$JZfDs5^w@*Y)J%ou9_
z_~5~Iy-3uAOG?GUb08(IvT{)x_52b!ND%X)J3r^ChoOJR(SQZ>BvH4>vKKz1v4Y{U
zmTVC9V9p`KcV?CM-2YDh0!F&MTZ+T?iCAr86w^vDU^XtYU>-f4mTF<Obs9!zE-Pz&
zPFtB*-@IL^bw*keGB&c}32-z-=v!<|5uvV$0y7XB?DQhQ>41sUj#3iA`?+ovRP2sh
zFgFEhc1rj$H=@{5>dS*2aRGCmJ0`?-^V_(y2enEKCPM&5OXS;?1@jK=v=x}Lc6(ju
z%NuzF4|Lf-2iDm~Sms!|S)73dW@3WNuaK`~nX>ff8J}ZPdlnGitARrM2A4!P<l3w1
zcrS^WE)!wqLB^Mrf^b)c1XYLF&Cf3N2Q+(^!qNdeI}c>%mmLz)w>bSx@)}Sfc|P=I
zwU|}ugV<mmGSjmhg5FsGfoSC__+kmZVtY2>g_keUQsLc4I+6nM>o9v#PJ0BN?ttVf
z>5bH8wkJ49n7PJZ)HkT)L@n;660e%j^Nu~-RPugJ)F0oc?UZsg-+!bkvz3pM<#F8Z
zLd00NU<49Vh$-W_7P<ab(eRwVul{=eurFC-nW>=Z79nw{%n*F2#Pa;Hks<1siM_bK
zM3K)gQydUxt=Kz>m<gw1Gc9yk{_iPXT_D`bk2^{abmcwM`-4vbY-SPYSCh#EA?SPg
z(m-pe%ugDQ*vPjRGThmh-C4r#n>H3Eo{+XYJMpra@5ep+Hq7odm(78q>1D(+P96)b
z#D_0s{7D)l#SwkOj?~j`Y3(BkCm#eZMdUsXT-dfg!(ry*#u2<K<G)Ex7$5W^-dvZe
z^YWElP!iPYjyb>YxWJ_u$QVr56@oamt{&s$g-AyfnFudjc{*;G+n)IawD$gX_Nk{&
zo~92gLG)$+S@t?v&5mKXy<&kTBF`JzHjCB4hx6yum0@Z*Kz+Vf%6k7=GSsm^>3~Fy
zj)#gFGz{@`Xm5&J4$j@4`@mlk2wm8)KzI`(2V-GoP7f8fS<Q&T;pkXQ`4E_!TVP+q
z;WHTwcQ9wKt2^veJ+ZU`VAtnCL~vLOa{-eB;=+*hDE!KG_~PvAnKm5_x^l8|YE%Fu
z*gy6ShCAhyR|3fdgGIZVH`Cr1gTqewD~c!M=CE`hW?IR{S=NYc!&u|cImTO<>$1cp
zx_1fI{vqW1k<x(}H~BzOxa@9(B@!sB%cW?8@xbgr8ApQMEhu|I&KoEv#<E>`h!{df
z;s?%e&(G#<znHN;=rik7--W+^?VqE4?Ff47S9i1XITaJu)e0>b2f9mxbA)am*cP7%
z+u0zIWi^6SrYjuJf3Nvt-TKaVd(H38b?-la9=Mg^JNWoImOS>)mVn6w;>W+NpLL$a
z|EQ}Zn`q)sT}lg~d-;FtYYC7_!b2nC>59$1RzCfYw}xSXHh^ExGYo+v`|t$M;%q@Y
zGQy4Ou%x4mpUX#>@Di4dzrVKSe?}h~R@-z{jm>>`xhxStq#SPf>0dL6tLJ0?#Es1M
zjN?dQsg%LB^+;zS<4CR=QSS^C_Xq&X1D;v-U_{Xa@_E8bxab$o7c~g@sUB~N$Q10;
zVlkBk=~c&{sfOiqK8=}i$hIM9WD-T(FmzNBmP6F14hfV{q*9`(X7oX}-t*Oh!EC{j
zVZzp3vzn_NF~bDkSj`bc7U{81v7Ql5gV>4K_<ozVw{%5f)3C)hS^euI+D(mkrMPWW
zB8wgv9vJkllhZ^VR4By9<#G6^hDwIDAD`*UG>R@CU9<3t%`LZ&<2(Mm<J-9Zxy#cg
zdYo~`^G4#=cCA|87RccBhy6YkH*K@#6@S?&s>28FZ-kie){zzT6rVm!BF_IHM*$w=
z+_(-<X&ZdAQw@0aXx0AM7a3Bwkw3!zxH(dJ^`}L8^&juPMm`YKyhw-%*^Qq2;g_8G
zox1Q7;khNFCz0|*5~a}fmj+C5p)5+HC<C>VBca9U0B-ZunyWRg72d9Sk#pzrP6zg!
z)pWmqzVOGXlAiZ%kpvgC+t;Vs$BEapf8EGASm8O!DnFZatY@T|i0TtmG3W$T51D#D
z{I&J=e4ZUw&F?H<8MaE5PeA-YCeZIfB)(M{LZUy@4J>5c;r;~11rsC#k@sL7(H0P>
zZyv18uI~2lFAlxXu91jL_`IP(2&kHmu8M&|x3G0luDBOR)B*LczKN<*vo9T15=mR5
z<LF_Zz+0)@OXsWa%>+z3IAlp<=aNcDq`@U3!PG~!j1jF+Ix*g9Y-+Vnr{=T9U(D{H
zQ#{vkaGlAgcnx+Jrw?q38bc=~SOjiBG1$6>-SJcyU4~Cd54sFDPs}RC^9G%mfh4SH
zgI&Q?;|d;Q1N(lI=)JHRP6>~j-Sz({I`?>{`}dC{!bH;O;MB^>rm5R05wQ{59A*cH
zjigdWla+NxDak06!`divn098AHnb#>6dkk!<&dHSTRO4&rgZ=I`)mJipT|D$>wUdm
z&u5NqS`I+ZIyUGiSm`zGc->Or)r(Y@W0hBFUcb*i!Lgx0phh4F?-~~VGlN(9NIDg#
z?-6}0Lj?g<o<(9&p|dpD(^olvE(;h_1W*%;)GhB@tB)<Lf;~-0xf>vo_17)ZDAqoL
zY5VD{{<hWJllE=~4yT*zw7ipZ_l7ag{5M2*11%-(Jh>WEC-wSB#Hg`CSUay=!L~?-
z!rBWBP<cQWypW3!D|fV2@ei=1Wx)9fHy$xRpUKwkTa}ifF5td#H+-OpX+Xo!Ox4r1
zyN}}l>WzTB&(Tue6a|75*^|Xw?V5E(K6DH2lEH~6)cz$18b~_Nxeay(XfbPJk8+GJ
z58A~+C|{x^P;9)Z8FnqPTtPi!!7e)FXS{Q*&f<|RPU^#jvGTz;zbi8(lz9%zfOvgx
zHFvuU-5V2+F=bgY=YLmmdow@1sO+a><@Ib)^o0g2Ij#Zwmm=EDT^XUmR-gDl+|O>i
z@H|@>Bl<${OE%oVhNAL7&$!&AUhDQcjuYr!xI-Dm9)RPb5yi#^(FIk>d)Us?a2-<}
zmAT670*aAqix)^NUs005Fm`uBEHzD6dSrQe7kxAy0RI>j?PakPZDBtJqp3-U{i0^P
zWg%pdO+H>GDtP}D`!RG~E3>WJtW8v2#(27qR^K9|sp`2!MKQ3?o&iN0$&>=d)ej92
zyY%T<0%G{!%x7~IMj=I02%Yu3kDG=#>=d1~t(;!N8|3Q;P$8yA>)M%)7%j-fgc=B-
zy5Pcrb((W#C>st~nd!|G2KeN1e5~qB%mS#b!-I{qR(c=C&|Ule+rsxb{%~S*<H=3a
zFzq&I5z%M;sFZeCSbha3<j;3wSQQgO;k@$|-i#}x@3jaH8BO|_dSMyZ!sV$9+V*;W
zO^WP#v<leDft6I|M1TtDD7+|1V^h7kS!M1$n(o6YALO2Q6}WB9zy_W5{jzZ4$C?%0
zSKL^E&vwnZubYD0w=b-IguOdPc^FT!Xl)%&?gb4EF<7l?JeK2Z$K8`>vOduG$?AB0
zGos~WG}D{IRT|}c>*q?c#jQFjg*t#lX)@7`^AHDKOI=YD7yN!m0A>HIOs(gpS!6d*
zWfhqB2sAA<N<gi!<aaYiU)P&NuBZcy6k>V-1JBn($SGzTG&%%+Er$2ysnY*d(sD@X
z@;YvBA@&WqHn7*<F){J_Tdc+zl}kZm{XCFZxV74b5g&kxo_0o5hr;{i@e~L(T*A!`
zMLUD+O|f_@L@(M5RUX}9MmFaw0x01ec5rtzeM=*#Ym|V_;l#TF+HC1Y;s;yj=$fg5
zkuD*BPy2g7bzxPqwxbXtBw$<D(gGc~$_Sg;4vqyKX{V6Ou|D;q%@r?2x^}R~ClAf@
zj+iih%x_*CP330$t0up=0Lb-X{iBP<&GG*2D<NLSopVO#m;g{?ahVln#UL^TLJ4S(
zGuhwDUB~8l<27tmd+A`>3+qS^g>tqXtAbbI9;0x|dq~%O)FTZlq)}I|?JP7X6aYEv
zc&lv5qFlMia!x-~E#y&pOTrV(h?S{qk76C&FWAo_J0W6SF^8{tBLdFkDCItj!On@F
zYlKO_W|-j;rPi0`DVFTNih?GtFmBwF!T&igs<!^CflHfexX>-61nCL_8W~@fPDK)D
zFqI#m*nAUxBMJ9ml(OI&+(y#SHS|JMRD3DAGU#q(>|$`Zs<6pf7Nh7a%H*B-x=0CT
zmqXC5t}HbPVST2be<@9?+lcVM&}$shdBRF-k5Ad*+;A1aGxlv3#6I14&2=`K0*gcJ
zW(?_Yn>%JeCpS$bzq?_};q!2N3T?VY%(nhK!#i`<k*xp}J|Jn?d1_7|(mdb)UI?nB
zaJcRHm*uj%cxR?!0L_BkRXgJpV&3btL3Kc+IMyL~w+IuXdI87OGs|Wcip<0ArBBmB
zxlQbLE)XduDK$dgAtw)qocuN#zYXsf6>f%plvGhg98?Pvg!{7#f=5`L1(mUURBR;N
z%tQIana|zu^O>6>9S^nim*q`zgg6%>6WS`x6k}YQ*qLGN{Hxb-pGB;;c*hQ!?8rT&
z#r7p)@*&s(A7+q+V<KsBUpHT)Iow#%!W)x}S8-Es4<z@BHpy*zNfMd~FRPQYL0C!m
zoNo8I2G1_#!kNtKuE}_8hbSh^K-dHGDHx&?UepUwN7qS%+FlUnkmpEGwoaLsA}%1E
zsMejcM{lXz6UptvBN}owWq~+AOAfYA@ckqkebUhz?0%_Z;OP#<7O$xY@B?o}TA&#m
zxZ`OW-=aXRFZ#ttKc)Np&j0((RkeZF*!q?QyNM}{&WS}2zSUJ0PpY^5$jPDo?pRzA
z(J!cN*tXVdBKZd~_-0D8r%ET!1ir^vY=ghQy%|^D?GPSJ^FuM!=6=4@7UE_vTo~q?
zfc9g|v@+8(qOgj($GN8=0S!o6$6X>e$6EopnK>q?570E2mf)#^NIlboaTksi7YxV5
zR^>=GH`G_(q8<5mM958HF6~WtF;YL8s!bgyE-0+cZ?A&3k|AlUb@Bf|b^GZ`4-r=k
zt2_`rqDGwe3ux7xVNAjossclev~8FCzf=t0oBGrYjiHEdWrWjUv|t4DakzMd_`~_t
z^@imV?#_%PP4dwSXfn?DRXEI#pj$(EtKbdzQ5TM&ph#G>jX5<BtZ;%9z5;5SVnDnx
z8rN$a6)tN%^L-KeD7)GvC$pah2@m)Eq-~Mi^}5`t!Yf|f3{^;Jgk@Owu*wlnLbl2!
zX>;MrU$w+CsYsX$g_ibuyOa?8T&C-lQFlY)7mW^wdxpbsOj<&k1*mZ5_2!*QS;l{Q
zf`aJFO5T#YNl;wUWBo|b!rcG<oDOzdGI;c}V<TSG^o4XV=cj<#MF@rkn@tPq>zkAN
zQ%kMXX4Z{(4;wxBs~pKj-c==N;omh`5^sB%HbWXu`H9YfPitn=Tea2%+ma}Pn<gFh
z&S#vmlBs>FY}H{ZW5;o{i*=yQc(*nC<UGs#b`G6OHbPpovgXC0AY)q#a2p6|RT~8p
z=>FQmI2MN7G&D-b-eOux*MU<5b|Oh+(s_8%J~4#ab=eevvD#yZ(7(8k_c!*DcC>4W
z;Ft2v4w?4HaLWXG!c7}M8{v;x7&E?ObERT*R^+xBNJPcPD7nTDpvK;f5KOKc_j#Rc
zBARFL@@lfhEOu+HX&iC=l_8lXD4%Vy5K1b-K$9gFH;wkrSjXXIOH;{$7|eoTMx?H6
zYT$E84IZDALpMVXr#5kUDBDw98NfzluS?ZiyV;bJT%c=(4Gn?=#WiESh%Y;y8m-l=
zLI#Z%3m?uvDiU#t@v`jwg00;RX)e%#P^3U4I3ZL$JhJ8?;#GCeR7rZbt#;)4+uwI<
z$EEPKQ3r>O>T=)gFNv$gyYQPE-pdw`46a-b%uYBRm>9pQ<lkwR8PQXtU~8Q94312&
zo&S6b&ywZ0Kl=5rWg)y8J~)*W%HlqNxLNN&ijz}G`4+l)H6LVN2MH3)dyQa5$$-B=
z5Co1hg=4MO(+2K79cgnJza4MibP~Kgx~YXtiv&r$Mr@C;`^=t!B_0YgN?DihHG<WH
z>lI(0YJIDdSn7`*9exyI`;jVKSop1u`%uHrko=Bt(_{b@k8tP^j5-o)qi@LJBAwPC
z)sN10Y0{E=CG{_eKKmtep5`?ix?V*r?$Q?H{odK3&O5PyAanz*Yw$SeUCZP+oo(tW
zR<R@37FNxx9kf0MsB-l+xG_2{U`dImx171aoCp#67sU}7qdK%U1|iHECZYo$GV&%9
z05Dlw#f;D*|A@mMi*3&fMo)ZutMr=}RHH~4>@C|cE9F>C;NZx65Ng9PxiBznUI3Ax
z<S6)Mz}9Ak8pMS>(7UXhT#~AGcBlindV^f8m^DHw$i<n0f^ks9sAT=ud2jSpvXQf4
z&h0mqX5fzwWLT!Rw16><EgxBff!nAle7hO+K4lb@#~8sgG#CDDsPh^G51WEQ!MeNj
zrhEZ6q7LeQ<6~1mhJo+W*AvTT-_}%N3jwA^rn&&(UK>e!wmiQO4=f)Ig^!z&DDx~Y
zI;f=$g>De}W;bVxt()763P+PfnIbWpxFn3p<nHvHGim`O8%Z||YBtLkmgRe$HyTv6
z;YFLsHG9PXYyw{Z7mgp~wzQee9QTTYTl$4W|Aen4L#f?NCqcFn11-M$JBJW%7J=)S
zT8{sR*!wIORtIN3rB(mCmN*p6$yEiLNjGm-+7y}vHAYYsl&^kz?xoAp*X!p#k2fws
zQGWYP#5QN&sd!dbD4;w#`JbLO0R~O62@$oe!$m=BUNf>UWK?d28yo>L1zG-DTP=+F
zN9*aG%)6$oP5p?qQS7cn@Ao_uu&1=()t<6x4<AHHrryc5>6bs0st8y`h}!TjAvk<4
zed#mQORgw;%mJIRB>irfbq$vX-kn15aR4WM6n2*{hrbB>{z75Ss4r?AiTMf%H9c;E
zOTwAy+36C+S;a3OeOl7`_FhTAvmT6N!l@3Q<0n(Mj+mKcDqAY7;KAFMS6o9*FO+g_
zh%(BQO`O{pdJWx@fijp%FBX2BnGwDsptT@qauK|;ZA_~VvIq84$;S;Dtw3gHsXy;Q
z@s285`D@o~ldL8#^CqTk`QZL_-tT>c%$74XlI$du;k@DEjxcPzTC8#<4B7~*sTQqz
z$<`)h{tb>7RDlgaWn)L_C_z9ZCbM~?UO>j0zOX6(Jq{Z#ogJ;Ud<ab?Jn$JAs<6e{
z$d!eb5&;nAL}w%Mz|EF$h5&@{>$<{j8*@GES~DITmyy#7O)c-WcGsrYm!GFARVtV)
z(_5mD<GiM{%Yh4rZj6jmQ{X@Z@6LD%W0LIZseGK-z8h^F*;0Y#f+p}@la_BXLHdKY
z%}n4iDtW2j?mKs*wJs{<y!C0=5aU(--h4uKiTC%vSsHAL3v|rYr%pFoB<Q%ehrGU%
zM<|j<d;DI_42FEmK0d!}{`c+#=(Zmx<`!-)s1wTVa@xk=R}8M+nCwwyN;KI0yw$1f
z4`ZSXy8<CbQ<oEL@7t{i*FEK{2od*_TO@AkRONfDGE8!x&(GrAv8+#x=cn);nxl#h
zeM78K+0~P6R^iTk;WBAhr*KhoSV6dh=?`MVbUMdcVPqp?86fzdd8=^*9SyMt<m8Ux
z-*rLZua2?%NJtk=OkJS?MpxfXL<N9~t3ECHqOWJ)YTnvcq3h9TrgtV}Z><cLVp9`^
zWTlsXR4bV%K&Xtm%m@~@<HBUS7JQiY$(1T08D*vqb=~x$vfTE%h>vwaYXSSY6rC2^
zs$j@kK?q72BM|SqY!*asEsy3jdc8rSCc|&1|6MOi)pY^9K45=0i*6UKz>HKU=Q=~u
zi|U%&{nS1T84(rIVD;!28$ZKK8ZL8w?}rY*F?DfAf%<F_pGtu_3s5#ZCC>(HHH|*Y
zMjdM4KIfFO?IJ>6m3{xAcQB{x->&0_TTiBXIbJz6F>yDdD$hDSxP1_#yMicLKUp3h
z{Llu2aP=u19B91GeIBVw>eHi<wWz3w@}vWAXKvw8BBCc&DUM|R5$}A`@_kK?Y+vLN
zYDLo_#nv{)_ZeaX+M3Q&L|5RMFe@F<4j9=~DK4Bz#jI5SgO$I`(oaFX7*d>vE0iM)
ziFT73&Zx`Ao6b3#9GA4&MxxJfy;o^Gu0+9ggkqIN>t(2BpUNz>eBqtJv#E<8lPoR&
zx98Zm<;N-Saf@2DLsU{&MXiapR88)}3eUsDuKpn+gWV`ZN}%~>F(8q2ZeCs(b%-V@
zc%9s>CSAc+q0w<0<TRQ|vMF|JJQa!q?Tl&U(1G3gw=_VX?{^*e`dI~cv2}pF=z^Mr
zf3SG?J|#@(>?8ys6kEaJxi==GZ(wfZ7FwN4M9wRlc*D+t{Z;yY<OS>`(zvA5{?A<Q
zvf`kvpqi=^g_H}m+1Ft{Ks7vj(V<>lHmFHKMVI$4?phcmX@U9dF0NNSXI`M?)NU1)
z+_dsNH+S*=nSUh5-x}r9^Oyo52!wJeXARM5URF04^-RbuHCGArmKtWC;npWxYhf?$
z9)^#4G<S^a=DN+|zz=c`n6jgFXwIGta^)5h(KCp^`9`<r{3V@}_I_vHIbKqH>_qq)
zxpW^qiF~%LcHf$3e>3zxJ&Fy8L&;3B*cOH*S7(b~cf}|aHHyu3E0sJ6tv%>!9Z`R^
zqGC7_JyS3PN8rEKT-UZmtZ|`sNedlatX;ILlwYt#?G>mh^L87$uxBui7>}|&WR#Ok
z$wrabNI&NpYSU${<s0yN<3n!{Zyf8Wik_yw9?ky>uO-Q1qGd-aA6jGj<3v2c|2qnU
z9m8>%pJlUVf2A%L!eK`<wJzKQzrAY{?33*gUu(yNT**RoXZg6<!6DR@%r&NJ5=G!M
z!dQ+ArkpjhXgnWzxuz5mEN$llSqqPGWR&HmpGj@HL-%VoI44{>*vtl>ey|?4Jc{Bq
zw<VMAZI5CqP$q}kJ1=9)?bP`~Q&g#q=8TR}L42Y7J~O!O+wzJBM~kcf?ZS$zD||#%
z^n~7p{tMiMeHV`LWS`|OY0%f1^v*@3IN@Kx!ZpJR<@eXI;NT-~L%)V2OpdYP=UJ^&
z?6B4;7Qkbc`{wIGaoZZ=pybs1UXde&?lpymLd#6!kVI^KE|$L82*^fhuvVd#EEr6P
zG*)Bak7`)(f2{P+tqXg%XW8nr=ZjyozF4B5I{GcP|CqNciRkoSjh}QRbJ*b?*P~fh
zI*PnCZ~$qsi4%1P#U3&!(~5`noUwUU_`G4+sRU1u2z}wn*114Yk*L+4i$a_?`cR#E
zX5d1Tg65=$WeF#^s3g4r=CN{7welZa#H{->uoPq+Ubz?ZDLdWje-!6rIIseb*q@V}
z<o@9K+xK_)Z)wsYwOi3WmZ1IQ@MO6x!v^y{<mt;5|Na`mC-2tLqTZ<W2tK>jp|C$4
zITN?mJpAiR;}7|_{avUqw-&w`y(r$yO>@y=`t9J$tR4wqK5wI^$<A7(NdYg!bn^~g
z45r*+v)7G6sMW}TxnN$8B{PPHwU-*4>mS_1I<HG}$R?psdqkjXrXM;2nyq9YGDfvP
z6gtAL!lq7b**p)xb9faImfsV}KkcwS<RKN}5U4GX1^F?ITBr@n0kw|tK#4JeV{WVG
z9v;(N%(VODaGG?0^?`a%QT(dxnqI)_THk#JCZ<>1*5~}T3+*a-{?EG*>jTY)d8OEU
zXhb~GB-}GNEy91+Hk6{w_L!~Am(P3i5yg;^m};zWMxkB^2VXb)$xl_jZK%7|86O+3
z7!k~#4+O*&Tt1LGmS0z4qDw5yn4qv$qe=g?`h1zSs9w@^#QUekYlo<N6~n`ccRa&F
zbu|nOu+0vGvShMg=y*eplPOkt-82_@WvtlmGHO8-ynYZep$izf*r#7~VrrKY`lT%c
z>&{_t1C$j@L)T@Di3mudW~{OCv>bu|;u{^wu|=A|7Z22sF0BJDP(TmiR>0Czb-2m8
zF0vC$fgxxmJlkbl#~4&ultvigVhUbbZEBT`&&H{Ik00!L;Qscf_Tf%Sc$mbDo|!%@
z4eLpxO=-4cW}&qdza@%a8%1({yd&bUVWy=q?op7-nX^Gto*SEZ>_Q^XvCuOd5s4WO
z4-`b=2wy}kW&H=vTI`ril|Owv+4_>}@s{DhUlBNGEm3AlnOkn-c~yvKgpK1tisG(m
zLF1hZ6hA0&C%RcFQ*Ahny`VlsGtJbUP>Vslq3=~@q?#hceaNBiYw9#*B+qn-%CJrA
zL|<e1{8oBRmYuH3SeLcm5TeyqR?&VRsjNpt|6G&9tc&rfR6%5NyZH9eh^^N{bqvNZ
z@bIVwco=SAPbv5NtZJ1F$NuquqGD7R(IlK(F$qTm4aXtFE2Cnylt`||S=hSjyT`o8
zqh$U2yV|;yvvyav&w1;eB1P7G+<s-!3Tb<J;jC>R<AB%MbI*^3@UP?+zj_|I#qYaq
zmdO`XRRVlG!#{e!qJ=4J=?RzDaAW|~N>smP1s0!Rv0X7=$MNQJIlz|RZ&W@rG*pI%
zRQ5dv!v&ktfsg}rtyX##!1+DflqNF{MrNV93uCaWlh7!D1G7&H#F`d!w5_d=?Ga)?
zAcJ9;n!+CJACj-rmEVO~99m{+i|ok%Vnf{!38_eczFz?6VMueybKZ_QMGwD|S<d3K
zgQ1ZEKq=R0k<8j4H0Ge-qogBSZCFmFfp!6#Y#m;7{H|TG)wj#nVr`ChB5~-f!r3G;
z5xc;!Vhx;|4m8p+$4nqg6rf;)Dw5UnY}M`tEv9Ae8TZ4`h?N0m%2jeNY7a+`E8{Kx
zGXuHue1$HWa;Km54q5Y`-uT$H2M;KWfBw0>&iIJa!yU&a_HN30Ja%QGBw7u3Aiu}q
z+T)CceC$l}dpa!eu$O&+pC3}+878?gk`q0w{6_opd}wMBEUVG!GTysYauLuJy7khl
z$=mb!>~Jv)d|%C&JU@AC;p>mzIaONCY>e1UJI@M_AvrYin(82p2b#|GT@_s?83C-r
zl{c^&Kr*IoE)7Y+z#0E$YCV@h`XBsh7&tM^PkiPcxVt5lgrPlWHKo_l=NpBxH(jJH
zi-&fM2LQsD+Xg`>EnrxA#U2tm?F{OA3r2yvI16MH+!8BgHEy#NdyPP%E6aB$=-Qt{
zmEoaBF5Socc7$PfCzY3fuS}LnL}mS=q)0*pOSw_(=^=SiQrq^kux<QaH|x`AqeO9z
z1eBr$`?zKq!{CusOCD$?Yfe>jJ9vYp+OoK?HODRUJ55t5W-Xq7%Pw&DY;Ff~2-wm8
z^iINiz~&;xdvmYm@N@$%M9F=KAuA`LYx$50?AJYDS0642f-nmXAeOHjELZkdBj~{a
zKrYHJ==%S@?g){Dt~mR1seYGZlJ`hpdC05p%N^-Z8i0e)E7ho6jdiSql(xtS#?H*&
z1oLQPhb))#<dOX?WyAi$b@iJ@$wk?TC>f(s<pp&}E{Ecx0_Gz8<zyY$xSk(KrReA-
zD-H`9IHYt%;qG7M7s7Dw^e2v&)vg}<uuZSl-6`YS(xnFtm+cK&t=Bc`eW^u%(!aCw
z<}gs$cQwZ>wK^4{LHVpfSi^?E5K@Ex<y}{Yv3YIf(goxOp)Nnrf8XDgJ!FTA^q7jM
z*C#)Km?6*GhhhL$K%kRV;EJ<5%=m(3+wi>I;qFb4RuORYd~%<qe=B1~-;C-w0>|Ua
zi~=YRo)6qc#`Z)I<Z^K+`JL)kbkWdi^wUC1zJnBcJB4Ptb<PASNP5PrNp7>0a7&s`
zqwwXwYm*jV%y#Cq<E-`ud|I!+V*4h_`7gihBD^$^W9;G7=r(z@hz8iDi4)O+kyw%W
zKC#W<jrtpE;l$C#$H`_^8)F-Fx0$D^2jJ@T!>pyBBgX8|K(S>h<LO<|vF;kn<dI5I
zerCfApF)N|_;ae$!T(RryeRra+12Ow%G`ghH=U4t`z#Z&u(x)J3Ws;~sI0@VkYRIQ
zPtO$I0Ufs)a3S0euQInKxU%*8MmStV5jK_#xk8{pB5~0lVnrw=Ms0`tl<BO8oweVa
zT6M$<4=-))%HVKyOn8E8CEsea*Lu0zEV>B&#I5wH%SAEZ>U=zWPX+Ky`1iLQNxgyG
z<ZxkMb7FHH_r#9WaelqdTgF?RjF&v;T`IzNtilnZbz<(#9%&QH{l5o?r%A1yxs)Q0
zj!LM{fmk~-c;0PtdIqp2)U{P3HTSODq$JL$h&cy00?WH?kp{NA`Y*4`rZnytDR1fI
zVeQQJgE5R2p8SQGv92$<s$|l6XQcVVc(OSxxZXaLxI`CwWNb}RdQ1*=vjdinqgLfz
zaaz&yWoGvK_XP_b+4W5NOy$8ezo1+n$E4f}>!HA-V*dNO*0;|?6sP5Jo3p=w?_G`I
z9ub535BJzM5pBuMRolQfmT1>G-I>0%%Sx1eO1EX9<2$}Hmekxz^)qE;70#5ezzj5Q
zu5$)|D3>egx^9gT$Jzi}_mAOO!_s{ZN=@zm)BEgx_PlSdzQ5O%g@vDs6jU|3KO9$Z
zRpy~>kO$z%$10$qT0NPu88Xg3dAKM#mrDb#W0q{4#bRZ;Ii_@K9KcIfc@I1{Vnaa7
zgy9|aoDJ+0&6PtO!F&z);Ai)Hl*jJt4){0bEq!D0$kNyJcg^2-QxErC`d#*5agYCh
zdbPuJ7x{smSoe=#wgz}_GG6h1rT@R9<cW@d9aDbn*p=TodVnq2QC`G~)HrS4ruH6@
zUDd9fAGjz?3a44M_UD~Jy03H_rR%6gXT|f7VQgjjC_-Fl2=v6aR(nU{LbX>igl0O&
z*?iyd@GLircKF7+cfU4n+q!S>M(URx*&cHj+yB4(r#@guLBSv7ErS41`5eJ&_tony
zmJUahL;ZFQ$>>X?!aD2L?x$&YOm+<vGr6rKq{9_NllXK80_Qd!e7BAcr4Nsx$wsb2
zK!s3lZ<L0Hx&7pWrC?46-H=~*caa;}=jd1X#&LIM^HOL`Sj!YS8HKeO+Zi4i{SvT%
zM-ak&Mxu?sdNb+lM63<NX(7s|yq5LCJwt0bWv)=J?OM_d3YVyjjKVkc=TrbIAcOHZ
zmkjWhmf!m&&4w~dg&;DlooE@Cyq{~I3f{7YMmNf|C=Xa}<m_E%$rL-YT3C>IhWr9$
zYyCH@EjZG8!wd{muPL@-%3{>s((>G>sDq#F{+7H#Ro4f*L7^+DJRyxoR=+Pun-L#g
z&xOI3ZN427Lae~{22%Q_NqlQh3aJ0sZeB)F!5e-mol@cA68%_f^^(u$czPNcyY9#y
z=kRBcAm_*@tKu<!NXj~I;d;6uD5&0sp!of;zc9!udIZmHW9ahySi8t5Bz`qrH=xiV
zQ2htmbpjxrW8J1ao6DhtQlO7C@KRGyfbPO<vHgFGIusqWh5|gr4fM2F8Wo{_>FPPt
zKKJ(Cm<Q&S2ocaBjKTKf<*1xp_#08ye!fz?DwX1a1cvj(KNFjI93cr!%6wadN)<i4
zbmB}OW>Pp!R;OWK9$_PajWQ1I&WD4RNZXa?&b!Z6zdPjZRHpZ1)a}IIqdQZ4|I-5o
zLv!+ny}2sv`g-zORQ0Jc7RY1PFk8Q`A}qf^CI>{%(ZTP9I@cGqSMZq8d@>}-`1Yoi
zOKdG(9|8R|&N`dxlvTFo@|scmo9>Z`q+Kc!P({N(iMgS}fD6_3<jRr#vZ8#&kk^R3
zsC*@6AQH^a8+4#p7#7;X&uXT$C1T-jy*H*`cYPdPciJLs&%>$bW`dH#&)YuU-0&B_
zEb<i8LwMWs@NL3PgnG1Qo}yKKA(Az*9NJHFg8Sw%C}j5^x7O?L#$ek+7h(H8d1AY$
znf(IzRrar#7<BaFP3d;jQydK<4)5jlh&SpmqO+|2A1m>iH1uJG(u+@aKwS|5OV|%K
zQnhp6{&%VtnscgTbOBn!6$XOPSVn&7ODq$<Vu;J!wowO^5eIEDLdUH~ZhE2HL>5Jt
zmm8$KB>4JY@^mr7r3wThs4%O5cuYEf2diF5AWmtWdEuUG9e|n4##>R8Xv2}xgy8Xk
z$p%a`Q^cx5A5$)G;3nQ}%$B~_jVIuuV|vh?Te*58+Qv%;noMa^JG_h6kY(X<20F9T
z6a77%1p>F=$$5Ay%_)Z2d0K%V`)$p=TRjh!?4&`jaJfhd$edHxC{|YFgupMBU?9C-
zejbk^If~etCh5nLOt+~||F6EOI7Ki!B2^mg=(ok*J2siO+Hv#9=`*OTVFTqU##vK5
z@_40FaImcl?<B1Ja`;TV4Y&L5{$bA$Fs~RvvwjQ{7<oK*K%=#=JH)9+ncNgguV3_i
z5w^~dsc8T5)IXmC1`mx8b&z}_V_n8#P1nNWhHu;xu4N{{>s4`K<^k0G#^~;92?%gV
z3Bde*>OHBHlry`qC~SQadj2gA55LssPfcqKM<&bm%bjn`x?%I6!F$KZDViuMWWT%u
zq>siW=Rhi!?TEw8B&*!$hQfEPEsE5bNL}V25{^e*Hg#GFd5!C1F5bWDWX}scyQ%Bb
zk%MkJt!(6T%`?^xZ247g<FXr5uCRr@1JWllwHi{HblCen*hQk9&+NCpc=CF)S2@%^
zom-izd)Y^Civ(Odeq-`-#0Vrl3#kDLV=3|_XUf&DDSa>G`JD2*8BOP1)POiV^K$jK
zi;usQ=F}f_Oxdw=<;tI57EYgjZ?$VL%Wdw9vO)Z_CTEYKQHRvKP9LfVK}DIW-3&`j
zH~kL!HkG?!W5&NLHvJ7<vGUh*`EkF427ZoF&(X~)7_GD<8em2@oTuemmEHiz_MD&s
zqTwii1`7gp%h#d|y7c#3b9MYHB#OaW1n*(4<D#^PXC5&#KCM0HaOml{ND^v;_?E&x
zyiwmdYQ|~VYRgwyhc=5rQiqz$nypXaI-WJ$k@CO@h0V@2(_>z=TIP%z8t7jJA;T-N
z6En2kx!@EO5PkuP?#JY*QB0oPmKaENJptlbv5M%K-ct?@7Ok2{FNQ6RO#U!}Zm{r|
zw02{;Eh3ut?vub`1~;HbKzRpyND{)4*el073TnbEt!{;Bmgj#C;e7{&I>w~0(;U*B
zt$~tgJdYR`i2|I5vHSdzH!a~pV`%|_F@l4l<TGjJbmg6RKJtX9x-vU++nHsxRY$nJ
zIjEf-fckt+4*1nSA1c=1tYJ%6qlSJjzlr^>W)T&XRU-+u{zaqpRO_7{s$iVd<5V-@
zb{R4XRRM))67T7Jt)iG~tqIRX3TWc3XP{2u>@-)!bvpPHNe%c<&rrMR)evb5yVZ^w
z)=>v}-9VAKO#&w?web#jK1p6uEkLQ(E)*j(K&D<(S@YFQLZ?FPwuS=`h6=dXx8Pt4
zscwp8kcX?{)z@;QcaW$;wVA1)IqQ04cnnrqkL7}soukY*iF@_9U=t|Zpj?p8R}w9O
z0{b*L5{l7XV+_-w*As$zt%_D;*0npsLN^wEv|-K*$z~RKERKzgMI|69ss2@Bx?x8}
z<=)P_+fv{|`RWV0ubRn}okQ7~IvHD5q^`{b@1Z$)E7J9J=zKgUuI0qDzI#`f%#GFj
z`g-u(8B2HnMTq<2SOnsczb?4?&#dE}AB5Rcg3!C;mYU77{AhwCj{^aur`ar2mjhp9
z%|TPPWBJ)}n1Chnq%d^+YRP)(LkjDQZ?GD>zJ|xEM(Vn8*PzmcTxMa_uWSZKqQDo!
zK4g~zqVqTM?1N5!pPe`q554&ObX<nX`R}L4d)HEJ&q&TY818@ffbwOvd+EuYeY=hS
z)1x%E7figr)V8~Gabe%6WWw?L(3k)8USBwSc=?~kFF$goV!$KMgPtOm#kx+&op!1v
zwH5UOo)E{J^_Ye0esi=a!K$b{MJHuv)U$clsA}jo%&c#wr!a36WWJ;D{=dW2!=Q)N
zPI(jc@>uxQ=^$=*o32I;FPqM_%t?X$G`rluZyg*Oa}4$i#=ffKWs5(|kcpnw1S8%0
zXOcX#2L4)boZ~SNiYo?k!SEw5A~R&FwQFN$&!n^sfv=yC#Zj0S<!*%ywds|&FoYL_
z3KcAH7!t?Nk}Zh(asY<DF<9H91H*OueD}NgE|zxfH-1(2ylbmxL*}<<KIf)Bcz5Nf
z!nIM;*}(;}#YEhP>{@NVkIClDg?n3OXs6~p{@%mu`gx15kXcB|!>&WzZn~hn5|`UH
ztZ$)HzsOPNiMCY8v6X70g_IeA+>?^^6Oz81H>N9Hu5Bcz6EL`f$LXSauE*11rE1}U
zv1Q70UOZMgxXfn6{5Ne0t>HlB*WU1d?)V1uVy}37_6w-UTXRQT5kF6^qzP!5D(iDu
zbSt`m?Q-&;soHg4E!w}@_w016fqYsdom?QmT&VhF)KI=GuMo=;fQEX`{mbrR_>5|8
z$<OFHI;AuQ$ShlW)b?2p&%f)<^0v$F4`##NGrxFE`ls^7)Q=8u!~QTdYssP3fqB<;
zhpW+Q3XQJh8gtQsYLl(;@ol#g@b8;yT8dxF3d7A|-M24P(>&c+FlkH%uWf{^*$p>A
zvzCoITTY(ALgE|)PJH{iuy|r>k6PbzbC~1N+kYK;j<25hK6}Lu9`Wu(=#v#Ui$|;b
zI=5XNxRmUdHl1BLj7XsXC5>xICn`3rrVc@L04J4bmU>%RRQc0NB$I5zj9WqNsU9B8
z%rmkB?B?cEliw3_fGNb-16S7<jRzh|4p(@TW4JgHnG6~F1=kmds8SWdR~3byYZj)j
z`S$B?)9o?iM-Yr+2ru`pfQS<LRCjr6JSi;_8y_O)DNVo@GQb%?p|#@A{wi6EMx>+j
zr#25s34^b%5@_~0Kb`<SUtHCsyyqF1om0>-!Lu$Nt8!sCqoEBPTypS;Yx(RdO#`%w
zpDJpq=T>gK;Bm?Sce7{c3%_8|esS<-FM_sw#6&MIJMeX^=wSPkkQx8(<-adJezRoO
zp=MD3nfoV4z{P`W^hT$?fB(Ahx_Q;w7QaJ#KN8?Yz#%+A?m_uilT7+_7ge#FN?4ox
z@pb1v5g(tCUPO|j-y3z_P^hFqbI)*{3fzp`hPXgbzSK$?>>uP;w9$mOA`LkE8i|nZ
zKkg!3=9eb=Mc6v94*EWl5Gz~QI8AmCCJ^i${7RjwOZNCbblX-oX%T=N+Z;jl-(bJX
zc=XY=i0|$_=XRWZME&}`uQqCV&Q|{=Q(u0)3pxe2&b-HSnc1wCMMsT~qNTg(=4hJ-
z%2=IUEb30|%9H654^e;6nD_z#41?`~4c}<1<*O;Kn3oA_*9xui+K7(UTn@?lkV4YK
zSe}4JUl$V4PNC+l+VvOd*$*rj(@p=HrA-UlhEy-`5)MpfI;tSQrlgP}*hnguONNlb
zVPK~<6ac{TN>fxS^keyprduOYd%v}1F;U@(0XN<U`vU5;Wr>-$Zc{qf5~OgIuPFRQ
zea~Tko<s7-3*4V4e109Do&EZq_xJwqPW|C8jt5a}oYG@}5WYPSi5Hb44&B4Z2HzWW
zcV7y3<~H(@BOx0U>!p<=r^8dRap*H<VII<^7w!Bt;n4Edu@oI{)MscR-X01`l@=9X
z-(01<$<=I9Qyw(zh>xBpU#Lce4R3tACk3LD54^aCK7#OgeB^v3-&wrPSlpz-dp&=K
z-xhi}X@muI8)0Ax59Wyeqf|m~bk0G(!-0bHH1P$+^BMJ>^QpBTR)qxhlF}uz8BOxC
z?f4Og<3RZx%vm+n_kZc2_qi*6<XRXX`nzzk@SMqsF6!H<_ME@86m0Ym#)qFG5~Yme
z(vs8VowGj50bwB#JK{{Nr0qlvB2fyufw5KH!*7#8$Lw#u-ox<yQ4A$SU!Zq9?JjC%
z38=76GLu(Lb&z3fGlk2<+#NmVNKe~u<b(RG3h{Yo!w=Q1RD)8Hh+MFlxwAJ<S<b{`
zzF;vksIkLbD9sc`mq-gqm;M}W{h#H8@AAUp*ZQ3kj$&Eivn$)5O$J^&1*b}id;A06
zni!AHZrpaYY^m>=AAXPMV5pO%P#<w_hInnp=;6>vypfb09Bx&C0Wj$>Qw#P`QDuBs
zr|e&=?@OS#qw<QE2e{2bC(BlyPo-iHB#72}189(|4h8AX$J?TRrzLlB?o5MHl4beZ
zumdT?Yt-<9RLeO(qrQa9O^V#P3$%6KsP;>>b6mNi4bG2dHMT>{J~WB#cZ(Q-zsgHn
zD^c>1SKJv?a$nW)yyL6`x@$U%8*`1a^YdfLDDnfX6E{iM$-03u1)OCvE_XOWo~$Vi
zyYzVF%8un(=N_%-+R<_PPR@UNr|(g@cxN&$0f*cLoe?GoPPVi)jHfg5uD0Z7c4~=Z
zQSbmQ`uyg8gB3H`pZ#X857mq~dT#nS`=l*`>*TYD3>E0aSJq)&WI_`-DKG`Y4dVsQ
z#A1V?)GJ^2ZVhmHJTdE_U){dxVc+)qeh*Amj=HaC-=PbTewkZr9{>H9=Fxh=GXh7T
zNn%gljGD>!mq5&%kFx#iEhkF@4eUeX9A{R7;<MJ(LHz6Syfa9uNh~E*myj}vL!2?g
zEWj_Mp_V~HV~~c3&#i@PD1BC=;|{mTM23Rif}arNW=CUmpBOMWi1YXf`lO6MMs3Bn
z!S!I0%FI>_23~of>cyVT`OGassgqWm1CrY<`!)NeciX~Z?asAyGZUf>2Q<iH2TLmq
z?DVmi=5R{8<qaP^X3|DqS4<W_ETvwPcA-dTV!VDR<$;w6#*FenXkls!fDdwX4iXf@
zWb!~wscNHeXtj7V7R&uO)VsYA;bMyNL$z5#6lj#DlZ|fBnn9co^Vk9HIoG5xV0g^7
z3~8qwd`PxG1|<8iWREpiom$$>eETTi;4qHkh!#VUZx@7EQ)&v;6%^ctm59v_F=1u^
zHEJ+Qj;#xTZ1`U&^MMJySC~dBhM}q5(QS5ECReP3hoGXsD5#S#h=EkQZ?F8dwK7QM
z8yD7n4SA%pj4UDqqjz6_3K<&kcqXqizCvSE7L_Nc^^@vfxteAcoeoUHH5HYfD!@gI
zT)`TLf)7LMV1T?gGr(s{<Y$I_9;X}g2VPzKJ$K{Jv6;J2({mfcW-q&$=!I_2y>cyg
z8^+rm(j*Rc8JZ_3c}47@iBt6DvZ5GKEC3zp8@6h?U8DQ=O@|p#=+2-3=Wmm%!lz+S
ziWbk}NWLe+W8q*>VCKWCXxafgI*)w=aM{_<xLNTb&ZE2b9U0Lj`17A0;qX(-X!<;G
z?fnq>2o`hYy3PgjmdJcVN!fqWYxGf0PpkXSKi${gPJR0I$Dih}o%kRe*fKhcjx}7b
zds$A`1W8887@Mikfug|u+f|r>-Uvu4exW)0Eb2ywmd(GnsujnEr2gJLBKVRn-o=%t
z!EB`Ky9x$X>#tJ0)OUK+y6%g^pQwUb1aSU6p<Q-B2p}(djp5E?A&`|Ae8=YP#DdGw
z-}T%Is&gJzjhpQH1CAy%U6lnZl}(o_fEterSv?Vofu3To`!T#i8$%cwg}-&y-N3tL
z!!-*-_gaf9W7OF(WB&wl$(GNfw#QHU99KO*DyJR$?I-$E$-JB1K@b(6yN67Gza?eP
ztIRU)5l~gWmyGZ>HNoJaCf)^h+vm)A59v^whB5Ci{Ils>E9HDU$x7~!Eqa>K`kKBn
zoxr05+NCLCv7l8*OQSHi?N+&8z$xEDAUQ187mPhmj<3A(>?k90-<MzCY|~-f!nLGJ
zGL{iIB@Q*nDTOoG3VB@+hrfPn$coZuLG=a>h{2rOqxsn-;eDfJdq&gk{~Z;aG~DVx
zzNq^A+a!4z%o_hithDwS2o<53MSu-2P7m{vr9Qg?c}KW)|ER$s{E}1&iJ@9kFA@uM
zbL<#NRJZq%h*<hti1s+_exxaZ<|AbE^b4}8j-JcuBlo&oYANCm%7%4_u`5}+<;aOa
zkNf{Fy?UE@Q!!XD8h(Q29KyNiCgDQ&>7Exz%ck>{P>nAID<5klizp)2-6&Gvk;b+J
zwXpgKQ^dsM&7@b)=rEQh*RyQE9fb|{$8LQbRJogb+21NYQ>Jg<V{d4@M)UKHyQ*_M
z=YGj>aqR^Drz$Mk+$GX2FBe#$wiP4_HwlrXOyy$~UN67=vC+oprn)6U0a;6zq9a2~
z<yJ&K0aeNcZxG5;)u{<uyT9OkF)YHCB3azA-uXggd%RG$<sm|529|a73m>y!>cQVo
z^wT^&bS417(ODw=*0*H7$4OYjIu(L!29d_QE^1d{??s_16R%O4D)*|?HL9qX=%<Ja
z*Rv{@roJDt&!YRm;~GwXT+*&xMq74#U(cHR|2|tX;LZPe{I~z<iCGasdbnM4*vLb1
z$&d-XT0l1N0qV*?9^#hTD5zgxSIuox`;6R`OLQCb9q+?&Uvw2Lc#S|nOYe|o_F>0}
zOlgBe7>qF3XBUPiHUT9bZO}@Zdq})=<E1{EmxM?jQ<z4sx$!FnjC5$@tc5OEeT-2&
zIFCXg6GeGk*aJvuMNSadG=-~j$bF2a_j2nBqd($YD@bH8%g^EI--MtH&@feV>1ONS
z4Od6Cr_|?Ny><B?sTT^L#}U*q|G&m-b(txa!Yr22K`7LH<PM{5O!@Oj6keKZ8xr4c
zxk~val=?t#B->IdY%MD1$r&0trdcta!cJd>Ol)L<OevPl;|u9v)vD}#mR9mSusbIp
zJ6Gz_REsnVoR`~a?a<uFC0en)x#tWUYe4cBU0&qJsMaG!6^9D%6>j*}SMclWGWm5E
z_=SP_1)uwy*%bg%QnIoMkg(iGgFL9DKwP=cS_-2z)c|yz3AQp)fK$!O+As(T1O-t$
zT%o12VVU9}kBUt~6LK&FSL!_(Pb@DWC2!&s=&aQn^^kdUB|h0DN>p`}Ix5e~iuoH)
zxQB~f%<c)p@5IhV{eq^RIBMRZ=|AyDUQDk{MQyC2A_n>OduuAMO4zakM6wAyz+2Pl
zvuB4csIbtHtuvPQyZGfi?SCj1q~FF<T-g)I4^=qkbazcsB}>t{V0A{_Zo9vu2NdbA
z2&MF{$49AH`Ag$92|J&Hp!WXP?TvPe49=P9UU~tMQN%t@X?(%|DyToNWzj4;rkcg7
zj;YTubXH$<{p2{Q2%JVsx8B^&Wmz-0YZ#=%GR1isznY@VwNl&g#zLn}awX2rIhN<t
zmW-ekTVH1A8Em(lNSZ0WYF_xnFlfm*YNZx@Pz-^DLIMFS24@r32(r%E$hu!S;)4;y
z#8Cj2Yv*-H4T;RhEL3MqvST1>>IWWgo-YwvD(<HGIju9@x==JffSCwM6qu0jksA1Q
zdH?A}if85@&&w8F1&MrBjh|VgurE4xUM{gz;GYRi$&d71c5a1Mla2t&Cj_j`3`-3;
zG;-OSQ_tQQEia55zjh*<#vdN;tiS~e=Et->m(|(l=Lhy!V%E%O_f#LL|JZ0{xJh0s
zSbqbPKfg%`jl-QmX<}moOk##eCWkmoU@Kkgb1$k-@6bBk!+%CCbcw?5#)+AdL1@0v
z)vGPxxS>GU4H=ZIkmq+Ceb5cl9>xt56mIW>?QcJ{6*U}k8Ke-vx_<8_u`_k&*2;rp
z6llOvMY2k4ibg?nC-URRGxZ++Qaem+IUS5%1%$7hFU|*Uv|?U{;u!V$M&3G`j8S`Z
zT`7}h2r_l(Z*0g=h-sc?9_J{sVAwE_TtyCku>KnB)LZ9_3af$zI1t4!$p2<iFUD<T
z16fc$y<r$_AuKI_thH7fGV|Mv1q>aE9=JEs(#9^_mj({Axkju)t;9vNb(gxUu^<Ir
zk;Bk5vZaUUmmhpw{c|Z*84z&i)YG1iDuU7L^vK&sPBpQ&t*yF+JRobC?uE(kc8xa5
zDq@@3Z^p!h5H@?gYGj|P5r<_n`%fx%Xwa9Jdl1QVtUIhD{urANT@n2ob$>srV|D{M
zw1(cct3p5TZKe~y1f{dR5pJwF!fmF!^JuGpKkX*V<a8LT{w<Q?>i-B^TGxM#PrB5g
z5a5z6AX~ovP?yO?{r&4ggvtVn%Eho@CQvPFeX)TZoV-P^USbH$o#X@^RT}f-X`^+A
zJAZ$jdb0HTnBy`3&YhyO-_rz{XJe3If%Dj$wF~*BQS;t!{&-4jC&3RS=htmgxZ!sw
zM~r+A1ImGuLmUwcBC<B;ZkVC<x>kGi0(N$<6;dDn^?Gs7lKp{1OZ%1S{{mnx#kQ58
zkVa4q??_o1)zseUEujAbl9|uc7T-{z!|Sgi8x9X<-U|uAPhu*prahkHTjnGYtaS#9
zwio?L(3JK#qFk_IruNQTMaK8OVq^cL^P-|p6#-I@r=TV*B({+n&7b-FskP^+$5))n
zt4%cXlFHd3PZhqVZW-*j9vQ8$Hla%Tn<g^S%kG?IdZx7bsIR2n#Xl?Blt_W#F18UA
z)38BSomkQyZB@s0GTKzKF-<cw^P0Q2RalgrXCCb9xy7TW*C|u@0V8Ss5*Z57AlIF_
z7P-Q#x+`jXy0w<v)}f(o!4y@V*)@wGW766EiMSWk4-Dzjaa?i=0Apw%EV(titia!Q
zPfpL&@JoALL^_8y_hXowutXWrGLD#cTUe919Z6;1b{mb949vJTy^4yPfth51f7tjZ
z7c#W&jrGF9mlO|`Njs>h|NUPF2Y71Qtfb(k68A{!z+pF^dM2WCq5f6Yo<LBlJv56`
zdUI`4>M@RT2t!I;NKx!6U%Bf-vKs;~<ne`@U#im3tV@RA_jp-6AsH1O{MhpX_4_-K
z9p~4<($-Y#_}%cUf^Zy?N6EEY?lrsSI(7JU98AbBBlfQ`Ax8J~6Y-;C`rmXfHN~EZ
zfs>y$;1+UNwy9k71uf?Hr<~ojys6Bl=U7DAQK3k(yv~8gFacon<twiU)w<-%!!b6e
zF#)a5OB4`}#J4pMk$Z5VkOoLBNe#CS<BY8l^OkkI4fjd48u;`-AP(}5En<PW8}YL^
z00k1G+|w2&8#ck1nqmy;%^WsFKL}?A+o4WKqPR_`lwter<Dx)j2Ux25n?u*ZWd8Ia
zhYGXQg`mR=r*)=B8Z_w+9g(?Zbg=ShIQBQel@%4$By@GNu_{P6;}de+b(6`d@*1uz
zm9;J6J=*nlcm$7;rqSC2<$hcdHWjf|Q4ATX#H~)@R-h^uR?c&wfdN5005HTM0vqi%
zK(kQbTY7}3t2qx75U$|lBq*hK9VjIVm50Iy&fr6kQx96-9`eVuJdaDcGuRy3j#EYr
zuTW<$>e_b+POE)wLPiJu6W}bjSyHo1BmD=j5ynD~xBGcQeQYK;QyHYyWGOfdw29M#
zwKC4d?Y<HTAGrV675t#!?$&G9U%<2#*^j^ziM-{J{GExG?XM1P5U0ctmz;;mMmgYw
z1V|huZGOld){dQw{Kg4g>Q;dL1y^UkvJ4M)kMK5`R_A--z86KAE!e~iZsl$egZ!dU
zpq8mni+T3$E2I(-5)qVN2spc2HbA-BZ<#>U!|Zp?&tNd>ZaIS_+6Eyx5aNQ^1A=1l
zlUy>`oW2<Z&ER+y0&6{(U>CI+w&?UR><uP22?<6U0bJl^LpAwALl`nK4h0-}MfEQW
zp!ntFoVxeLFQT-RF=p&%b$)>_*Qom%UYNc`<+zxjbZ#>)3=(Gu?%ifjMqTGH>3rb^
zh#Kk3`8rDJ8`Igkr<%&<TSw3rVo<0Ol+`9vz(%XkP^Yd(=SM_^q$GX<afAo2N?Mw|
z7FFH`v|6f<Rk`4;1SnJyDKzY<{p*kE&8eDT5-$8mni4kbq3%Wbyh`wSlqnF<745Br
zYpwOAd-bYY);#liUfbp<Vr?wN1A}r*QB0s@9h1df!iHjSMQUO;<0bBlemZa=g(zRZ
z&Cn_^*26ER9dXS(pS$tfrn8S^ue+nx9=y)cQVrr!BqC65!({?>WCLowwd(f`dckwS
za@5^jV`uUWops??c+{YcwXqT$7>I%r^GbcJu%#0L5NvsU9oIUyu3(a7B{LvFu#Yji
z2pSmVqQRKJ^O(_$mvC8m`6D8;xJE~z_sfaKekC2E-CBKst7=L%bZCS0u2*SMeF5qI
z%!WoI+VLE}RMU+75)8W!8;HdMF#yZmrle{}fIbQyEg+rIYuBS^Cry&3wPyRX#l}v#
z^=QA{ZG6MLw;_BbJX?0No8_hIzFCB-v{6?F+Y_q@;ak^vsjm_fC@AD#xy^{qK>+u`
zhnDr-Y9kH{Q>GoL7MK@42?wsYDPXKdkSpvx4pcEgy41>Cb&b}S_kSFncUY4B|F?0K
z;>@%%_bS1#oViof1Y8KXP)jRIG*n6|ElkZ_xdP2C1_&rt-il^rra7`@fFsc?%>g#<
z3hK_X@5Ar;i+``<xQ^@K^LfACuk%c>B3QiAS=CyKH^g%ug?2e-cYzG?Y($JV(lCg5
zg?HDaJQM!Ph~$-Hz7TKgro5}{*u~<Pd(Bth$^EO5^Lduy5EGx8S!&CBI$v@MQ}%IS
z?M!o6I}xnY-+a#!W(X?Hp$603j}Rr!WQE`=mN3Jn{RSu_nVAr1w#U$isJd4PK#Fk;
z4evSp;&FO6j>;l#WM)p<Eha9=R4>7Yf+rC-M35g^->pfEDSB6RG-}YNNPJz#d=<nL
zw=tP@q`*S!n2azond1U*L*XHFO`_9AJ=oUPES8?JO@#9MkKg|zj!yl)z<VH=)gCnZ
zRfSocLxmxfyqGu>qv{=WK7&k0L1j;p=0BB}v-eH9Y-O?gun<3qaTlg^$!dWfPuiw%
zvXw53jbQJT@}Y-u<-e_g_#bryRj+TjKBJPyp=e}v-RVoYIM#OLaP;3!ZPf3wN!frs
zI7%8D@QEMp9_w=&Oi>}GI?7KU#_0u|#<V<e|JK9|iw>Zjsi#we`3~?Fy!d<_^1_4P
z)xbPY3YU!LSCM-bVzaU?{`cjZDCG9-`KI3F7jUc&jb)7}$55zoGG3~h4#*aS3VxS;
zzM)L{Rj>2Ue^2f)IehTto2?~u^>18$TGH|<D=vo1s|k5V4^xNOm~{P@QFnzhmf@(3
zy7IzVRaG&29GzX$KPO839KMlMK5RMH)piwsH!vSlFfDdkXy2vT6Kr6LVBkhXg6219
zU%HZQkLcfD7ykTt*tH;${kZpKNQ4~t?#%3QFlOi}gOI=ws|EyUIOj;Yg)*czd@GX<
zBo|qlZ+EZ)TI1HlZFmWcDcP}{#Lmhpt!U-t)5ZC3D$ZQWgkuB;UbsoGF+mi5CJRE?
z6N`_h)t;NE8q;7=9#k6xXxeo59wA~32twl(<y%^2E6KFLAl7=R(%?ek8AclJ%g)^h
zM+24r0mjm&fmIVBf4}c0$s$}TeB)H=>)(GK!7gR;ZUjw8!b@tac}qb-n$J*ssI{#_
zV{pHK+u@=2eMg&PiJC2qcPCw|W*n{;hX3|F(y1k||E})Y#p<aK@>1&^-^i^|qto_T
z`tZf;88{@|(vFrlP&FIL+{5BNG~Gx2v7jNyWhz6XlBkS%bFt}aU81k$q?U7j&_0Jk
zibw)MgdmP4gvh&I<K(qJ$dNpj^>dYTZ;%yaAca0kM2ckDilEcA<D3Ggput86N=Zfn
zThmy;hX>Eby3y0uLeJHl-cOyLLEH%Z-L7Yv#`4*3$1iBmWbsirLDVm@%Ub!+S|Ys_
zBt(+}{}FBAA=Ao=R*K_&&)Tg_R~q9HFk}ETItk?A(?*BGO_)~l{_tFjZDo)jTf1rw
zk)Fu?wDUiE4Rqug#QGLLptxXyvT-$_A@~$WhK;v6eI?JRd+(u#k#EXhr<-aR`!X$D
zzbE-xybpF39;U((7L+ZUD3m4)m5YAz;7LQl(&ZI5|CI|8D;e+nDjw%U_m)|2_0Ljc
zt=F*GK+ypmZ}Kk1>%FKJsLuPdv>u6Rur+5&sH8k^rNQxR`3}M>1%oxAfkvkJWL7+I
z4GyygNaz8IR4^tzA7X_quNm_Ojl<sOX|&4E<2z@=PcS*wC^ba~u9g@`F}@##jLXKv
z<W|Occ&OyI$V6N;GN8Q38(P`lFT;wrLp*C;p-AYQjg=|l%&EDi)KBNNytkMuR=Bv7
z?%?k^`(r>sGFDXXtGq>V10*wL%^K*4Y<A3KEW3$%*KyFfDt>SilI+ynoR`04HXuh}
zru$KPv0Dwr?=5j?skp-jpUlmrNNLXN|DeNy0w;r#sj2OmlcoJ%@%y@`*ZBOdS;{+p
z%7Z&X2xoPtC4@_XB#YoEsuetRO$8kKcih_zZl*=24oeTJD@v96c;SfW7M4IHVJ2r<
zL`~=#tU{TQV%d(G^l=&ouhCpkdzPo}fa&HADd7cMqHrl%v%qleVy_~x_L^i;5QF6@
zBuO^(WiK<(QWYGX(52@Q0FMe(#v?N^w=qpYr=5*aA*k^1SEz<oRLr44U6Dm!dG>db
zhJ?(z6D#8xZ!eu&$n5V}4*%YR5LfT`%DLB6PZH<%7w(J*FIlMfJAT{Az(<CG6{)88
zhIdm9U>mSs=bIe&(MR6KcfDpgZlSKc^+VK?=zAJ4Ikl*vAkS)c6cbG$uQZet+=%Rh
z>Ev6g_aaOOnj5QkM`zRW8fESn?t|<_^wd_AYvtbJ1)+??*-wc|`Wif2+5HBhYeS#f
zDR!Sv(xP=%>Ws5)a*mO^Lrqi5d|ktN>UJ}TrXb&|VOAk8A@Tn%2c%g3<By!zw~|H(
z7LUZCdyN<<|Bz=+eJ6@wK#)p^_Er3o^bICfUZ`=41N3Lk=7_NHY?_sVs&>Af$-B{;
zc6PSAO8=htu$q{C*`>fg^;C#v2l;lIo+KPGr>Ue-z#9)hgzz%SKRYP&sH41Hkrn`q
zYncx^G04?OSB*8yfyY|u8r}Cc-?T1?R%Te8Rq;xprr^a+H}@8wZCFaZYwrB^*p|^<
zhbqkEMwIn6-|v;bbpGubwZn=iMnn8a`OsCgh36Zrf}_qC2*|JzUmbI%=EN$W1nKqO
z+e&-yIUEEYBB~t<?#$~YV;s2TXo3ZI5xM9;(X|ZBr2r6c{bD)`#hSqG`!ly=Cx$DE
zB$!wpX=bv~`xLW%A;ENcv;`61YtF-`0=ad})(q2qv<K{bol4S4qXY_SL#6{c`oc6R
zn^AdpYw_sB?|-EK(k}%5e3f<}&euTgdf^AfMd!1Cnq5ZxcQ<VTkLO6gE22}Dyo1tp
z*MovKA5}x=4xWo<5F)nj3gN6fem{6349)ip7g}dLVc#WFr+3i^epQRKM=}{z$?dhj
zO>IOVVlau-7TX%?A2PwVh|#}=Rq?&eDvrYD79*Mu7@3znk`TZCA~OHGaIxR$)pewI
z{f)(o4XYnj!~-%P$7nC(5>=zBs_Mv5nsD8y4tNFu_4%yWX+n=hy+c4TbS>?W?M+v$
z9?5K9Y((L%eRuHICk4;Ek0L6+J4nVI)m^Xfx|BM5?C1}=1{Q<N%6XpMk5ILe2ZNEV
ze&*J<&eXuu1g=tChtKl|vsXX~1#3zA8P>#PR_i|M{{9F34;L7Whw}-8trcN012TLf
zmxuXHVG=<HN-_~84q-eA&A65IgT=Q5rL`HD^y#?4mZ%$Din3!(rEterNOm4~*ay)j
zl|!KD0+&F3NrbEpPwo_vQCfNd)E`sbR{7}cpX_qi0c`OJdtRKD*0)Kr)I_VJYRSf-
zsvcW|J>rk`0GFJvB407I;Xdnt<UcK+ghr=5HMP~=_&z!vBnm4`IXC>^eQL;S$Kcjt
z+})`3FrUB;IxG?MM;uL<c%ufI<dK;s&Q;MF!H_p6JBVr#{BWe}C)T)Y`6qS1`;5lE
zLizxsKBcp18EnLARWYjj>{*TAPm8GmsNU8GL(iF}D-H1p9^Nu=(G)6B3D9+A0s#X8
zRCYDG=X^Zhw9P_AzkxeY%2z1xpZ^Tde2uty;QKQ%Q$>|9yt|g%i=cr>sg_jaqtK!4
zJOeqz1{rNbSkVq|QPiX(C?H4?6j($luWXU;Lwf{+wenae_7?5&C~|h&egiP_H_Z;7
zW3Kqo{oRMd-k<897maN?%aSF1!eEOqIgOjUlrNJs==*<lZjlo~p?Pg8Aw+noiFiOX
zu&@;%dH&&}t-|&z+n;RD(ObA+@+&*=-Kn#4#tPH)ABEnkCp<@4(#r88amE<qcB+jj
z;sof9iYifAUFyQSfNGwTYdUs*tHnpBmvR-(8z=r%(pcSd@$;zz7oU%WeBVMUhw4Ky
z>wdaGxp!3x6g5lL$IyBF9a$_}smBb#df}H_RYGdXV*$mo$@ETC6cJ$+K`URxP#h=_
zxnPP@Hz^5H)dwZ-2mxa3nw;%DK71H(`TKck)QE-ttjISF=2)kL9M-H+m~YuoOhFz!
zn5i{mYMP{IVIVj94+S%CzPwf!zc^c);eGkQc=<iqZ2}QXD7+z2be;D{xnjKXk3UWZ
z;>d-K*g91pF0o)%$q%m9COC>rtL!;+ZbH?0y|INJ2wAO$@-0xAY64dpYag<uJJ>ak
zxKT#!nrn;)`F}3|UW)2`k38YDIJYh#%-RNgYk~x}))Gde`_SO~Q|$e_<3MbEHZur}
zW7P$D<1jxqlIZ=vq+;+c^)0N|a(g*@WYMIFHLDkO0|*Y(^#YQmd+Bi@NEA{qTOp#b
zwhEvzMs?Tk$)V-4Y9~d#0FR*C^d|%BUbX@{W?LxU2PFS?ebPh8`V8X%o7^EYjmdxm
zxW?0p`7}DQ%z~mY2{IXH1^($X9j^AdiYmv=A^=EH1;%i{>*aH~RaHD>ZYxk39D4pS
z46BLY(O7Wk1`HJ8!$M4S<tkDWt+2YC<urC?AlqQ%aPWt6_Z0J96T{UlP82X+kndDW
zndE-*`Fv08`1edw<q2lr_fk91lwoLjD02NFf<oW!p3yfh3<x0LwZ0)<i~66nspR~v
zfH-$|-ktoTLGS(|DW%B0ch0uI>!$ZyW0dOzIBr;93E$?aGOL+-%=~o7r36GxW-Tl4
z!1_neXJPniTr9Cw-!H%$;Z4lvfTVR|gwQ&XC5J=q@m3gmlF?-E(KE8;e}MQOg&y3`
z%Fq3AHIJ|T)Uqx02%tC`T{R@?%600;x3n6p8N<{&-+)EpyzD$VOLKhy-P=W|9qe25
z<=W#twu;++l$tuf4Yo5mt@cubU@~wGKDtvWR%sqaJ@y_Rk{qD3mQoXz-sN<DIs~P3
zHq6n&J}8<X)oaJEBqu2ye?}t|%w%B3;#Iy9>+H4%RwwI6`5d1-^Ex2rD=C52>lq)B
zRN`Ry!MPjl%0>`^^PRf8!1|Eh4@+z3zHL5&h%jXLrP!>xQl}VvP%pBjkukM3I#~n)
zLz{`FUi3)Cb4HgVa!DI4q<03SUUtcSwDsBLPbF+<ACK2T47mv{Ur#)GD>YU{(}`{>
zu?*Afj7_v0d7F^pz|Lv!vZCy6l?6{%6M0h<YUdebzDtHGD)bKsHGs`lg2LaIrB0E0
zH6JaMga!YMTy|VXI{aVtjNMliyZ<#R%sFrCR6qL^8~66y^{0c4x1u$5HZ2D$WzfY^
z(b=BN{{aePl9`?fEiXdGCI!4dLv{((LpJ7<sp8PJG?oSEC~R!;>!Y<7hz%Po>nc`!
zI^<|FUev~5wy=r1*LPP}38#L54SM-yhij>V`=N)0Hcq@LVF}D)=18rN5jEq^yL9vA
zk|UZMB*P;Qs{9VoPV^Y{p6}44Pk02|?eC1Zt?29XAHVdT8i1YE_+q25$2{8OOU}dn
z8dv@Y*qs6}y3!lqHbbH!uT=DVJ+9m`QU76;n|5xO!Pb#Wk3V{ue=Ga^_)4de64>rh
z1k1#{Iep`VHOKE25(I_^#4D?}JMZWQjXc9?{HBhZ`XdWL;-E}1Zf6jxmRoW71z3-x
z+kVKGZTU!cQ{MRWjLuGaA2_)k(|z5;??~UuQSN^~UKPySUpr;ucHzU>&tnD2k+)U!
zga0dcUp-w9K6_K%+~C0Z`j?kZy1fj!bbRxx=@gI840E&L49xg^2EF@q2)aRL<Qm~C
zV_{Zl7>7S*0r5SaRNxUb-gPX%PcxlJv3pjk8RX}~%aDC2Pc4)-tWP^D`!pm102=4M
zex2ExW_168<g0KfZ8ru+9Ql^d0-KJE3qzrO2HrS9BSnF?l!Q*%`yXbOoWGaG)a!N$
z4Gr$Db&5%;Vd%x89mbQFCt_4^DIInE_>}t-44=vPX`^+db#xIv=xIq|ozDv=87Ta3
zSyWeV7xyQvh4GA&pMINvRPY9i(e6Z?@m_jv-1gv@$CGoLm*V7HUTv%2a(4O^z`R23
zqLW7Nz{SEe5-EM-SJ?PfJfr{SAwNRO+wZ<5C2s$G+NCg+<~bY?*u~CcS>c+WVXhKv
zbaeqbxsNO&4bHs1f8)HH{X^hceh;HBC8Rqf<hx^-3JsDw<S_O)3`a+co63VCaZ<;W
z=jU(Q>pl6fYV_a8mdjnL6<hT_yNzsi9(;A>LC)xumrt6}mDMJ|&)@#~r$+TLahLvN
zec8Y8>8s)T8%re{A}2n<q^mr;i<6M3WF1OSQc<V0JCofJm9wtel<H7rNZ$Ve4iLT$
z$UC#hcZ5#5b7ekDuw#h12CYRB64N+vXzjW9gJ9V@C2xwq#%@WP3zCs#liN}D5kc5l
z$d}2^?>~C9H_c&=PSc>I>t^Cl;tLZIQ)rCey0F3L@wmT8Y{YKacMp!9^n*hS*cE9w
zjBe0FbVLN|8}lfQ`R7PQt?%8)p{~ix?n6Ij)KYVVuZ)~$015*Dg+*u9f3j(4Sw4b_
zgT-(QUF+7A{GQ@tVG+^sJzBsqxVJ{;^>ofr|42l+Fe7jyM~<F(okQ7Z@BGQTYmLro
zOP17clRTIXc=5qBu`&=BZ_~RC@jbxC{oC#Uv7gzXJ|etOM(@|T4$Pxisxvr~g}br3
zav1Tsq?Q-w8HBDwDI9!oZx!p+Ggq!S7TsY-<~x%)x=N#U(fCYoD7F$++G1Y3(D6S2
z<biA4)+avk#@l|NXmuGYq!9RYl(ZJDQB{xfI9zW6X_beG@oBE*aJZ>u+^7-S@Zkqv
zuTQ1#<PW-O2!kdk9zr9f^|y|8EU@3mv{#=Et!xYX4>N8pPuEBmB=d?jftILs5l&=)
z*ZJwH-?C%ajh&e<n+A3E+)P*n#RR=vNKJnPTe?ao1$8Zh*`T*!5WgTWOMK+io8{@#
zr*_R`7HP($&$upu$sg4upC0wB`F?~K|9SlG$&-<#wBSKoEhqaT=TW0CKt=a5@A1Cc
zxGKTd%!b;X<9R!4@sLMpP}EHkP6`h5NNx?3(Ok(?iA`<Ilde(<sDzz^3`c!nf~I!0
zAfY_%H_CEPRZ)hD*-ef2FD$)1^!@xR@9%~`)$s2TQu@7^M4j%?sYxDd0J-{1;5tSC
zBPO7mj@dMpMqj>CJe+XMt^+I*v|Sh;e|`LZ_OOqYl&OC23ySVI?3fZ3+0Zo=Hi;61
z{}F0L9KyUgQ&n2aV%J^Vb3Of_xb_^~Q9YFR+R_5z@DW%zBSwsmqO2D>qKg6amV8bk
zR!cTMMGyk6tTg>9tAP$_DuZI}qG@ZUa>h_lB~Sl={X`z662k(64@DXFY`VJ@UD}$a
zwzcej<~6{Vva+)0hw!oCvmW*t>|>>=J8Jv-D1)^rwVw_TJ0q$ko%D$?R~q>P>+8e>
z7>vyUvld(~Mkn42pPhLy^I11NEC}V|+t>Z(Gm|A#_5LvKUfA6;$$#Yat)9m5DHbKH
z7!g#@UF$}!9LiW_8%E!Lu=HxbOiW>bmW}bD{-~*zTgosP*di~x9su~Z_w0=sJ(HJC
z#W$}#d2;TWb2fpy^eE=E^Gji2VA(&-7X)!<{}Uc(0L}|X<45d_F0MMJg^AWFoojWm
zU*(_N`5&NpGw5+&D+u%`kCVcl4@o0^aF8KJxBG`+)_`&lt9Q?$cmLy(77+35I!X7=
zP9MrtGJ0q2J?M@o^p5rXg%BsPQJST7bPw><ZoJ=su++ltHqh<i$Xmdz4pytTDFW9+
z){9bwzMsva+ldi1ct0B_8k3vr4O%4ZtcnHwIs6*WQ85b_?wLkvtAd8AhIyT>I#qoE
z6rER<tqlb45GyOsvEvKZzw_fp-wb^D2+$h42-tf$>#b2%oC1H*Tz2HE@99CVzPKA5
z1s4fSD}pdD?tS|T<-@+S&s46>Kn*}=S}0cQ8FE1fBZ4v2{KcWMgoNbQV@w_L1`)_q
z23i==YEOyk$vN3EDAOqT0lx|1Zleb%)BE{9L)^I->-k<ZdckTNO8>NGb?iL{-Ld%9
ztF83(ZW~lrUbD^JVGz8co!{ZGnBTdc*#D1slA13}+EFbAiAn~O^84StP#>mYoXWpL
zJP;+#`HJ_0g$+T)1HZTG7bv<vyGA}QHqjd>tj3=3pnjS0BzgK^YLli#9!MUJY=l5Q
zs-;pnAe9IdX?yt4a=vaHD|dFPjGlx((OR~LowUn`V~_j|>2EB_b679(8PhH=lnGaC
zER>k(?b~=Q${Wq2(cVY#8R<WF@9qOuP0?ga_!P1KM6*^)e%CjB0vLu3k?njSDuZ=Y
zzQ($}a0k7`1@<GfqnXAww4L$+34=eO(cTDNe-99)1ua&wi#ucV?z`MeFVbIcL7L%K
z^Pq=yU%rf%4K`QgG&El^X=qO65@z>U{CmFmTCw(t%V{G{yA<?KT6C!n7aAp02xzQH
zP^ul!^`FVWd4DEFM?wv<Obi9Zkcn1amASXXAh?n>3ZZ4-kyU#YE<#`5v_4C>jtoU<
z(Vg>LX$99(Tt<Yyhf*FAdJ1ON%p1hXuUi}9C%$X+KD+)Z;5sCzw-SY75|qG7USuZB
zLRbD!(XPL7L(0*od*@wCay=}Xdv)&6O@BtJ37je0c)&&*hkPA7ZqDe{q{M0k4#%I5
zik39UU@JGRuupLlOE`PMjD&nwOKdV`0F5R9aowz!rPblFs>!tRhX)F^UQ6Xfk;EPo
z&G~{!@ZwhHsrUhnH)H8WH4AA**`D$atZcR;ntxC<c@R_EN{I+J#{JMe+!b09&RSEq
z*KkA!E?Uo#R&8wl!IqR9#<o(!^e1)ybr!|~qf;%@zSa2z_;C8M+Q^MuAMzSpfgV&s
zcis`g<BqZ~krFbGlm%qf9BuQwdW01Lha27Vy2#J9yp86qZ;ZQAFYON-%<GB?#aTxe
zdt*zqyYnoE6>q|@LwI_UF=_~(AA&fRnT>C_GP-NVJ?raNL$2Wn<q$f#H<Y^n5kd@_
zmg_4o|712kA<TA+d>ZT4O2sqt`k1QT2QYgFTN*Z?v&JxJJx<evXo^tp4GBR)$<aqq
zFm#HdbJ50xnuew8KW2wl_7DIW3UbjO)M~yw85A#^owB(-9liW0Y?@ctWZJtXB7NZe
zpvtCObw%q4RDQmRVp;u{egbzWXEbm%H8C}N#@B~1eE9FHRN1z%*huyUU_LMUwbRy3
zKXC8K`O@6^HX1b|&s(?%q#Hw}kVW>8Q2GXA4&0_z*PpPKmt*?aaP+d1wDWInet}gP
z#QXW3F89zX7_uQ-+R#;C8H3-FbnbLgT)$hPy?WoPgQ^CR#*D!tE0zd!To6T~o3p-B
z(A{gbjU7~_o`zrPZDOf{H%R<z?8G@?R$T^h{myacf!}x0&=|ZXu>iH?jj%dKO|eSX
zf-02qWv*2afF?EJ>d;<!c|*Rg<de0%6v@s_Z%sA!7@X!Z5xlN^06jAq0O>KE5>#vD
zGxog67&hhB?ROPpXim>v-vipc@%`O&AATqZsVW&bqneB;yY@xz$>vj+Yu;rkzn?l^
zBGrtz9>4VI=kHOyH%C~+k-?!9$el&i6h#P374K&m)S;{dHnpJo(|r}><+O;W*!~TL
zIoj?YZUC0-ix*GkE~NDd{_#28%;}waK%=r<fe~%sBPbbL5n>x$c!Y?+%G8af2(YP%
zd^<Z6TsXC%9feE(A3ziu5drsYZt2e@n{ifjx=p>L)H~fyHPJcBzzFpx3h@J{T8B(O
z3XMplF6J&~7G*^YYC6|Qr4zfPZdY+D0!5<JdJ<xSi9x`^m-O{UKX((acg`Oj7g$zb
zeVlZQmO}qB-#OiiCbTBBUHzCDNCm~u(oN~C>8OBISMl5p9|*W+Ha{Fqotnoh-$Et*
zjhD1rv#H%JHR*6%OSvqp;x>8UAP#G?O(nCNXfDnD7uy<1q@%ed=?<DaE_*wM-naOO
zdj-Km9?GA*@nlOTp!6@mBg>e5>$GHnLD=~FfK6z{UnM5B-6GNU^VJy(82tb(FM@a9
zRGYzNmRu}^O>eB$6&S7=)nwZr{{FTu>~R&z?v9k?#tF!Uo!C<pql0*&=-MnK#U7#J
zKwwV|mp~=Z$%fBefTSx@(-n5OuE4{>J_NCBkAQ(t9_Q=rFx8;|&EsinoTR?0lHBWo
zAfTUB+?>_8&>7v;Q*9F@pdWUfWlAHF<c&1g;u(c${o@0f=~}<CuJ`fRZ{L4=$frR}
zbW**s4w>M-c#)8V=YFCDh6~*N;YzhmhG9v$1)&a4QI&=!^8AO|c%e<oo_ly<Th)B~
z<z>q~rOk}D3XR3TCM~zYd8?m`FL6mB&6|f+;1~L$+YW8xPGe@*D}me5r-|Xy(TH+=
zERt>Z7^mtbN;9F`5Vh}FqSs!0`*(~La2`B3pZq_-LF}_K&Qvlx2NM={=POz_OvT1I
zG!&WNx1*bB1@is(xAWJR=YO3x<uj$4Y8P>`g7mA~W%E25Z(K0m2s~j46xsbYecOCE
zG`L4$J&;L)CDH)5+4?b=y+fc|Cz%nb-rukKg;i6pW2|M%ZR#N15YD(m^fO({VW)B2
zdJ`KM|ElI#4KRN6VN+ji!F-UP(%oQ|wKDT$g@bAWLOq)?%LSK`$pwGO4}-s->DfVJ
zrBOeHY#LnrP{%%apMb#njdwIS94uda_NqF`it`dY7zt~2cwttterq$;;WwjOnZyOX
zvt3=DHu1<hdU*`@<@dvd%X6NuT$KK_1o-uUk0|DD7~t5)<Plj_F#%GNUz}{NOv@XT
znW}7`jI;4C=0ef_c<dT-F=oel_gPB*JDrwjW;@sRcm@m`Z@~xp`)XHj>x^UGq9OER
zAunrLA#Q7b?j|v+=oJ&ZhggdH^m|c40CpBJ+d+&E>|J`%^%|FQaNkddz0A<Q-#$hU
zclnWQErTuO(1&|wED^YYq8Jtk97qe<p0glVF7!~e+hsu9ruAPzmW~j=@u`3Ckb2Js
z@LSNaT2gA~usIwH^w32gj2zUa<w0P617YdC$J^a3N2U-p=r}-=QxY3D@%yyE^BK`f
zUEstobt)-XZR2GqBQ=_>Uisv}fn$qUw{2Tg?6*JA(;w4&wd}s1`Rhh+uK8a1Q@egB
zYVz!-*E?J<`j0Y%7r{wqO8YwJBSK<R+gQ|gI#Clf`MO`~807Y;9n^Z0d4f6>3mw23
z;09<Q6I$+8Bhx``wB#`gla(j)>GU^NE3d<3)?KQ%swo&5>XUF_OFhbf0O{q<sz}4h
z`>6f@@MZ|!mR8m=bVGz3LQBKEP{ceaenwK7$ZZPi6nU7&RUtNy&0Q8RgvgL)z`pnH
z?w${uju`z90K|~+AXKynmfCDdXK8nJY8isl-Os$!bk9*iTKgPsu<R5lHq)S#Da@TN
zmWr|p%pY308YNQ(M`BfR$|~N#vjS9f00Oy<CpHj!g-V8+sfaDnN13y-^jguHzn-MY
zTkK~R?NC@i5~j4nw9vug3D-UyRuF1;D4ByZoiK%|9vacx9Qxpv%KaUu@MSdLYRzsD
z$(X9jEsKnR#&}`T5c>ZBLCMyZ)(ClzxLi!MAy}juOy$m_Q!IN*t^`B63+5%yo%N#(
zt!0>tSUXgl7VsZstWSzXS3ZTT_1;F>%}a=tv$5>feI;A8na|G3&G)t~Vdu$8k&BfD
z3jv=-5ivd-X*y`XoS0_P+ij{635_A7DCSeNg|l)W7fAn1|M-P^@Vv-=ChkV1TEqVU
zkG?6Gmti_Z7w+8IO$1|il;pQGQSnmQ=P9Gb%vO5Ko+JXPY{G&A8+#XSAEfksT3n4f
z$I5`)OwJpJ4c_xp#&t;}!ZRncExCF)kY;vOU4U0QX^)rl>*$0L0NzR&8<`O#D`Zo}
zx(~m@p@NpmI|WyK_h<=E<fjQeUsZqF_?Par6%`YTMR^&5Jp2ME7FxMvom~08VuEbn
z#hlr03BLL>>t+OY^T=I^j{HQ5#r{cYX6{CFdZsN8@erEe?*02waOSjFI@&5~?h#4;
z2QX&GfTi;NO(CyAqWqnEw9F-0JzBzc*D9e+X3i@=8Jg@APuDcR_fA&%Y_v2Sm8spe
zT0~bx`|jmK`Mepahd=6FbY<pLW7Vt(O80;;A@GeH0$Q%H#7NUrtyPSweB(tT=PH*4
zw@v{8#<v7g9ohY)UH%eTSPV6QaMb&DirVSk8tF!qJdi(~1oi-n8f6@X^V!VnMa5>v
zwa#q)(E_Nr{&?if!qW6lUTa<NbXQM(5|>kLjC%I@AnJQ^MzH08hzO6g0eKHAvHTDb
z*g={V?a5V2@@Wiu58bbX&I(hG^y$A<kT4{sCuzVfIF>d_8Xb3<%^ELP?Y;NKR_n0+
z0%0kesc`e9@8jb7V7K!wFTdHkXswy)u#4C&gmV%>w3blk#RieF5QYwlIIFa3xZfi*
zri}w}j9@H+CfL|5ET6!xZl3d3;;L!tzmp73z`4G9D%s}kpx&|W{eq3_mLtjFuuv~t
zq~zf#<ZqqsHmUZ!ODhN~uA?|eLGikXcnRNiQHYZ|blvIME(LMt&8Y#f@p4^3xkZt1
zQtWr&TO?@%L+KLIr`T^g;vo-Yjj|rdvo?ewpkVIQet!E7wmuGrm8nmqMD-rw!lOqo
zDci}P=ni!DI5vOsppC;7B#&7Yi&Ah5mL;IJQ&1mz`WFm(%T#60P~$CFv5xL%;G``=
z8Xf)vjgFD-4odLQS0ysaH-r2RvWEgeKe2J{J=$+b0>??QmBll<&cuJjRfJFxwV}2(
zniMx6-LWqC%;%ySY3+93Udq1-J|@o~Sy)2)j8#2v<$nNC%*A=8+2i5)7CPfs*NqWW
z1tws#>AvvGzneOAyRD~v$7X(9;ch-(;$FxzK3jfx#?#`&wTm~u+78D)lU}@LR?#x)
zp-PI~@nhmhi-zp_W6TV2Y-1yiGJhe?{7R);6CR=Dz~Fo7q(?F0y`LqnKK^sWvr@c6
z8%4b^Fg$iHfyu;I;@Z>c>DO4v*j#yiM#fYfR*1a`3t3?^n`<bsm<d?6JTc4`9hhw<
zcf()>gfM{0^%f$(8br|R_Ey@2CK$bbwpyxY;eE?N_ssHfIp0AH(yIha&Ca*YqnQ@w
zwU}qiY5hZiM^0LYeMVsz1=Lj>YaKJhqGh$zKx|qXYAc)krf>Q@XRVZXLul?#vC!~F
zW>zdLgWH(d&`*<YureGW=D=)vXbD|O`{tUmwRU9}-NL%$Zwt@03}#b#H3H{>rrS6w
zr6`K6gNRh34u=K8vLHX*NUH1mD5X7~2_pi!DNs$SFs#nb+}i~CYc^>OZzU}p>2IW~
zpkFvFUFVzLzZl`~fu&fg@q4=t1{)KM9X>g_hHu1MqGIj9xvcieoJw%Tc*`lZcfPGA
z#eo156Ek@ed3n9rGClXwGi{(PrI8O(;><o7nY5j<+J!*Ng?k^{hIwvj8>r-hFhk2_
zA24xTA@j5UB}`ia3RL$galcjSSSAr?&+9{r5S6##DbON_yekHj{>X->f0F80OdR&y
zVAsXky+NV$eA06(G&<LlG<F)s9v2a<y#mxEtYG`Y|K3V@)Nx}Xy3~OT+}Iwj^E7T>
z$6I5^7Y;sak|Sqo)IAmc=FaI%DmCq#VYZ^8nepQDI<qkdLmYk|_k#`ulx7*L3ef40
z$Jl!w3b{RfB&p%#hfjt?$3a;k1zh6TwQdU8&G7kH@5)U{=HMq;UXY-6Nab;Av#ERL
z!HazkZERs1HY^jr(otTOn^b}N^4xVtc4^f{!v>w^#P}d9eV{5Y?*I4vxCUBmT)3&v
zbkyAM5KQZzZ<+-5#oXRVdU3G>Oq-0jPqH?)CD2#|TDNxqOy4I#iz2VczOeFY_*^Z2
z!+%lXrt8H3*}3Tlc;`or&}e-7!5|-4-~8VA-f;V%U>=GOQO%DHU4zOaTTtc7IY*;s
z3r61E--~zpXms$b(p!V+qy|%OLTT2uGjp9<gH-3qnAU)6o;)wJlx+i=0pg>#EQcAH
zj;)z5%+EmKen~sq;$9k7hNzkwt~+-9SWB1<i_D%+@i`1Wcz#@Kxz9CW?}6OC>KDa^
zrXC<5Fw}aZgsih&1-Wh|@|H<=kd(%5DF`PSJnkJIYyk=GdJ033^Qf!xxh7;<M}v|z
z!H!JHomJCyrH%jDV-j~o{)F0jk6Vvs%I>^}J$bpAowI$LMfT;P)2FU(x!3Y=5Gp&K
z79q;F^JcH)r{uQWm_W{!yV`|`dy4}VmB8o$nhsSpG?o7LPI<LHb^y_w&)w0g|8zrv
z6%x5oj_~~&#oq`)CDq+<!XG@|cci0x-_|!hLgrgGi<nE}8v6vbws*!vCu;b&PAwu;
zzzQXw>C24|UUzkbC97Ls=5Y#9FAfNHT%|B$FbLFp8HN}(4>=a4;k5V=T-u67y`=~F
zV59-ZpP#?JJ?46_=$@gKUeMjDKm&t=b4A7X3e*eFki7tkzG(_kzHuw{{`+m-ngu0R
zF|=LC@GErlx_aj`eha#$Nfm!zdnvcj4-}UG<o8&qmx~P&5crWf{F5?Pk2Z4ggrygm
zWoMzol$QgAAAD};bv{?6LfZ^hfBnM`{hxDRw<q}o;NdpqC?D!pUMOOtj?m@udjQ4N
z<<UXCMlBOE-S+rqEjs|zhIbIW>_KMd?IyEES@H2feM2v*fJQ1+QwYo;uTwTY)M9Kp
zUcD{veJBq0#l>aYhr@%Ue~KoA9Yl#!j{?r-o`{Z6=iUSoNaiBE5;VMB-gou#sW#N_
z^dOt628L)i1cZ5EStzdTsn1Bk^fxayGEK88WmgY%hk}WM4K(muG>bG^pD|kuLe+uI
z=#$$dUBV8~=`m#$M1zWlg+^6o7MX>V7>7)fCB!WQHV4IHaPyybhHKaBC7YhNWD562
zkMMc75K~~g&nFPW04=!g-dt$J@Oj37OqvxZWmc@J8=`LfO*xV<$@7RnL}j%^YR=QW
zpGb*{8?n|>vjguun`qja{J&)9U{}D6Cr4_>Yfl3f-zr0>bkk+4UIenViu^u+?JOyh
zLW_XGUhfgbs*v(K;nlKY^(>FMwpJMe3#3TXb@uI3)M2JG+tV@0sgBjaX&c89+{WtY
zugQRqUB4-*x>A=g^mmmDF5%z$TfwF_E|oBGltV_YKZ))<qc>VJ`Y2A>-~j36>#gZe
zUizx{uO8oJAhSPzzU}Cf)~ptq9#h3zxWwZoA*&jFL@5nWeTF}KHtiWG5?UXx8er2m
zyBrg?yCP8UB%Mz0v^F?L?aS-?f*oZAj)Pc~;Oy53(oQ2bwjNP0<?X0?z2~@HNb$Bk
zXHIJP|F|Tt;Z%9KaNAs*fx*&gIpH1sB_QU%q>AyXD8I<~LZJ3?Lb4{8uUHA3ODc*v
ziiW`zSyeGa6g0}h-w4!-9a>gRNMwYdO2oV4dW%Jfn@Lo>2Qp9_i|clkqd3%mg}5mG
z_tNaR+l~5@PBZ?pq&P#WHI&lVT-j1p7u{gyW$6uIT2w0L7#_AbhPmyB7Fd!6tm=HX
ztEk<VxObkFnvjC1JP${ZNiL06d8pV+jqu@wujY#4HBGmVPH)Y3+1rGM{WE0*jl^nW
zxJQXq;O%??P&fE{(Ip#H{GBr77zn-|_+m2b!N1*L?vLfCYW)5DxRTlFeeWjwzcDex
zPy4VT3-0uANZ(Gem7um8G8%+n?+*O?>doh$|NZR?v#R;iY<SnXX6|wQ@t!zM#V>OM
z2lkL2{L<cYaO8Uw{T_BUle3;*Q+NLr7?&$H><;aM3iDljl61r#IB#g(vAcOD&Mmnz
z3tEy!l64ZQ5VC=NeVXHkFjhr0-H(Q16HV3X&fPj#y<?iKi&_fPePxdnse3-_y0RP~
zw_^0^`-bhO_0WI+`&1_U8P+LGahL5>5~h_gmR*o!6N^eHaxcJ$IcrhA{Rux@JbKh&
zS($NhB8vvxsEtkv*ypg+COY>{YH#CA<I?U1=kF9Bkt;d*mXwIklJ4}Mqv4hNVlZJ!
z8)oA;{HLL;oBQY`!`%04FmLd!)`-Ad*r+!1mZR?JP<~jbdtbg&o_im80%bZHm@WvL
z&sXv|kODhLmG%VAY&=ZK5f~jg6ziV#K%UX8-igIc3VN*5s3Tg1g5Os9eWb&6^vKA@
zycSk~+de1F2wh;37@Wi&oueHjI`h|PXWr56$O8BLTdQDJ)VW*J1iJGP{H@4nX=R}i
znps6b1i7tC`*sta+y#?P=dR-wr5fF?6Ig{)wDQ#mZvdG|3o-J5W_pz_!p&zD$3Du9
zyv`}r8~EVapWaq{bv=DJIb}3nS|2}xS(i|B6W0lo?U<I@&bu2<ZxK86P9F>`@Ch<0
zAf>fd+uZ*&d|Ge-yuk3o>V}|(fpyKzOj`6B+o40qjB1S^>Bn=E<aPJa1OJ&A+sCDa
z!e=xVI({$0?6-F*KYdqzu!-+du5zVVU%f0#&-hT)f;*9Z(KvwGnGXrpdK7A@q71v~
z&$u0ybe3sES8|$$4_IqokPykHQ^FK_Nh6n4ui+@}95-Mlv_=H~6FCX4T-NUZSJGeJ
z2oTE*=WH-Y)iHRSczo9V*N-p4)A%dq*(+zcdk@%_5nSAUetLppXg_Pa_!_4)?JfIA
zO+{<K$^}Na0RoEXlWpkBVgi&b*$1EBX771GW5we0)}N^c8I|_i?ls*hJ79k3%PxiD
zf+H-v<37Fzauz(ZZ?fxIsim%r&+{Ucj>_AW*}yJAWOfRvc&a!&35eoGqcFGio*V~U
zQ@@sd7GQAx`L^w5aDjKuXP8Hh$qD~Wu70D3R|JE%gQ3lTNwGX(*NQ}|SBh{p;ZC#u
zg54;uNF}^ew?>B<Ry1TOw;d_WHvMrmzpo%{oydCP>aBRWt|YCXcJs}Jex1$*C}nAH
z#*<wy-wwq6_bOFO?mf|4&&BSne&9zhx8N;@Puh>(A(UZ;z-k;*kkr7YcQgWy9+O-*
ziy;CaFnqjv0x0r8_^ylVFx&($azCW-;Q_u3|JB%oo9MwTHJEZY<_PK_lIh5-Y9xxP
zoB{Gf_!J>xReVH11oE5A*r<{18iR;GrV|bT?z-}1BMIDphVecuHc(1(@rw%^P`!6g
z09w&UABy!DFJZmoKWjVx)v=`_5G8PkjSX$3XVq%aEl1_N0!SWSy|b9izhsFiBB1nf
z<0Cj&q?blJm4_60U8E*-^k=UjuK10ut5Zfpj)qM0&T2Dr6J&J@5@xLpBAH|{+j|&a
z0=co$wfShSfc_In%eRxN4tt?Fa6%0tI%dZlLw$4a)7n}mQ3HO~IJ~`2NbY`Q&nu8e
zHZz)Ngz7hJXuWznamzK!Cy-$3lT3`r<9`5K?%T6X{ofn^^Z6B+dJXnJz_tf+^<xL<
z7@uo4RqbpBo!!IM1Km1Cxtp5R^s~c#NvguZ1-b;U(!U9q%}iYUsO~y{N3QW#v^s-Q
zOP)eQR*i{tBvm(;-JnkIHlr@PAWD?%kuliF0NpZ-Wnf>@u6QNNee1~|6<;cv+)n*A
z|FWv8rJQRPc=P8Ig(l-)KU3yF=-@j`poD;ZR-U<w|9^M1LXaljO-yc$`6yh&586*q
zZ|H^@#wxH*_SG^fChcB8v8?#n^OO(_?`SK@Dnp$W=*gRqx;5*#@+KB_x<D3BYv!Jg
zHElIoar;$aVKl+(wuEDMpt@LKglxn{kq2TZnoKP(kja>fo&hNIxW|CKo`Uf1<Ckt;
zH@dQy>>n+EDP7(Ce#PM8CE-fz%KX_CFz}(DOL*0~YKcfxU4f~tyP%e97?6ATj3Ndv
zIk<au^Dqb29`Mx4s4bb+f*9A;*m^Uwq@lansWZDLSBK^@RcIOm!j!k{#Wg+fkGGW(
zov&^FhcYwYb8d6Xx3f#LgtwyRX8y-N-?|N>C7&ry5Xlcjtt)rpc9=EGF}3xpa-!|u
z)WAGuuMr{Sfw(`AH?_exROCA*v%=drY-Q})E<cZs(ra$ttpkFlooh$MM-wnO+-MA4
zClyHPXt0vJ2||A_OWgV(tKgRB<Mq;}%lC!h1zuxc9vGw={q|kDAWyKrZlBiM7e4Hf
zaPdj$?Vwinyd}uP16i#DgQ_V7S{MM7bsgteLREGTDk?D`=Li3AAGWRA2k%_C3%vfo
zKHAp+f`OdwADkr>My1f3s@XV74S0C2k#UmU!RdL!A|QOMdS5?~*+P|cT~d$HQ+aY?
zsLrOntZ`mYjM}07`_JaWk$ALJ`cp9aK1^MLnRYu($ER9Vv8{J$jAunn7UHX<Zf6<s
ziEMBD(LK+C^8^P2yWL>F@guY8zY~&}naik717vH@ffq7`3ySwfeQMe*49OkJU#ZtX
zTEcvSoU4uZ?{oCes$$gf9UWfTilv~=@7AXT2t+0Q;8evFnT^UkVe#&<!G-PGUOx;O
z$EDj$Do?0fQ7GDw&ECRycTi7>{O;DMyLx068nj*NV>AX>m?Dl{<w<uu#fHJUE!Cw?
z&|+ZzL7DCDP0;YTQ)RIPCs;POshSEec({89kJn(0BG1l4kvA&EY0k9ZZ)fWpe$<b?
zO(S$wo+{AIKH#PB$z|8?l;BN!p*!eEHpm+x-b(jK5~H9+*2){uF&iu0VxM@#nm9_%
z3Y!P_DS^%fq=3{V8>N;O)Xw*!5NviHu|@@K7Q(YAbw5%1tIW9KV_LAC#=DbV@0x7&
z1Fw}4W>00*T$Agh=zQ2#)MTW#Jr{0&Bj@KQohIc!8>haHz53ueXSUvdGtu?V!cjIB
z9GW@_60IvYmiBsh_$p~BE9Pub`RTuMM{`AERM-Oy_r5>(`5ZndGggThtFY3?>d{5~
zZl`eR?T{XyWVw;5e2$I7ooGULZ$2Fs1!P~pWaFzI)!M#M&58|<$UJoA=uU~`%72`@
zkge67<88QPU=y4;@a`PP5%bCGYI5Igq-u8pQQwUHpmSM?+ql>RzM^4MQ?1YJ!}6YK
zPL`aL&4FIZYP{>xAk<{vpp_V(=?@u`_GeXfGNKDSQTJ;1!{`2f{c>bJO)4By;{J{K
z@_TOS?Z1QjV>Qm%SL<nx*kmvab{%j#F2`RIB;y__qZW47*fy$myq6ik7GvLKIlVoi
z5W)L|-6H7*Kh3($58?RmdXlRA60A^Dx2Xr81sJc*!hupS-r++TG6CQHJ$?Lz3QIJU
z!WX`nrAYdhJrXKbQa*aVFw^d<zVXe*eNjKYM|;_u$auJeTpc6A!LgiK*YPCZu$God
z?=y~ST>kzDm$UeD(iUp<bSMlm4c;=BF(o`x@nqVJ+u$&{AH?0=7UUSM>$ayukcqDq
zM?228lvJ$-FGGlSKEbxAXGJ0uM#v&sg>Kbw&{`A05s$sf4sG*i5??OQ_%wgs^4n#b
z@vmFlK@;cUq?-rQ4P*i6C3m08p7+N7i1XG%>{<$I2oy^{B^#;?l2)D%I?zEODssBF
z^&x3D^Hpx1Tu5WmnVi<<_N>zC{{dXtZ|Ed(Qihz*N|OHRu9s?mzv3Q`UHe*{cyE<u
zOg;9x%?eW6`F!RUZZ@g*9A~mD^tC;52%`}m>OgjWdXn>AjNxGfonQO{G#&mWgkb*%
z06lBtVc5|Rg|L_%i}Hz|$;Kr!URbdL%WtZHdLDa1Ch&qVTBf5d!+>Y#Dp2`WC4;oO
ztIxN7)R>vGGgJ8d(tk+atus}7iJ`c)$kQ}i>zDF{qRH}-gVny$3t=V+g*EYsu`<eJ
z2|>bv?Gsibuga8S2puCPgPz&gkkHlt9YLURYR_c_tUTIAlWqo=4IyldUAIpf-8uW=
zvgX>gitq1dDnxM6PLJ>$0q4#p{$2^mKP8UnLf{is?(<D|8K!mzd!D11v@5YYDzfug
zu%iLj`|_fa5S1;}+NdroIxJH5M?@Q}Y-XBBQ%tnHZ<_cI6e!xoY?(0}A{FAZZND4c
z|B_R#Wt6Ls^Y7?b=3gqSxz;CS`n#@K$K{DjZAbEm%w6nXciwGIPs`Xs<q;C??Har4
z&&;uRpPOZHf?hc4s<ySoUbLoWUWc7pjyyJ7mmH=usn%PYF9>r>Z%blnbmoQfK!pa(
zib|&u#mj`JCND?hU4#c{_?z;!o<n+yHM45lO%|O2pSZ5aTMHHp3mIFp8hpW7{f|h&
zE=Zn8n4pu+fph}J(P2@fnUIix;&ZI=G!@em-NA3x%XME{Eyl0Y{esjj?~QO4Ym2Ar
z6Q&?LY7xsUiNox0*i_Z^x`vDK`%F4t40h0K&#QLusXbuuj%Ay}FwZj@uQ!KIXP*pw
zp77Lu?`gHuwmCOuGzG`C%-u9RYW|(MkePGo;rpJO**u2Wx(!?r_#!AQD8L~I+*n*&
zQW$%(BDeGXNs20}d<a2EO6wYvE&c=&_kC3*QUa+{wJZ{&F~sKuS3DtP<;%;;+Zq=1
zBsd~RtNXY()bmK)aPv>vYV%G}CLJib(%=!_aaXd@pwM=UY2A9jUzLx-O6i@s?~**i
zug)hJq9WHdw+xK7i8lO>`m?65n7C-Y^i7kS9{TuYwLj~l=3TU4GJTA2lAF^vGBtDB
zvisiQrPzHe8iax-cN$dYb3*t6rQW8{C+(aCWI`=4ub(~zE`Gv7w5GH)j2DpKprBgI
zVXl~W86b4NZ)j$cy3`WBt`eBbBU4)yIILhLX(##q)EGWgL$|A{D2)V@#H0ZLXQ{|?
z7m@U!2r~KilhUhDSvv960-{{lAl2WclD?6A<Z^nE_Sl6lWr_H5E27+()Ihlukhwx}
zt|J}qYHP<gg*UW2GwN}Z{}`TP{m_phkpZ()JJxY<m{=?_JscPZIO(*9pl4q{GU68e
zYoPn!B*Ze&ACX1j*jP1Y>tt36kLh%@kR|eDt=t%pwc~lB`o$cOh#mmhaz$sQqI!3$
z<e_o^g0$aN>vpv_I$_cb@g9V_p(ar)I<9}5S!%zWtwCL`KR$Tt^8R`LLdE(=w!`&o
zGv6gcXN6BUEuMceaxRASE|x??t7!C5Q)O_TQ+}^_9HlG617NzDgD6=oC(oi095{t`
zOG{x;!<?Eo2V5e;PT}Z(@>SPMs43l`4Mo@A>YQOTx{j{v##E-G+fDr>{3~(PZp#%6
zoj%FwpgVDW%-IIfOgx44Ar~89<4nJqqHq<eqxN5F&WOKJ!swB@(<ZW)?dUKuTfZ){
zg5&AV9X;42Wa*f!OM0tjV|OZNxmej-25UshCVN+3P!rcgC+NJT`4jn>e(D^msEm`<
zcAaQ3s8FJ%EhOG43vCS*bE~7JTA^a6&dgYUj1sp~84edAw`dxjv6VlbnxTDG|9^mw
zqg{G8<z5{%m74<)a<f-W1qaL@Rfhs2det*yW0N&EDnvVOh%#gCr^T5Mvsh6ol1+`u
z8`I(&5`tQfD2I3FU6f@kPO<^?Lil*!X})uUQVl~Pwu>xitRtwsE-nMbMe`P?&aQav
zIlMRD&UZz_%-cL;PG#2I<(1lJ=Wk=uuLJmrGj7Kjw)LMKZWCQA3(BkNps%NGEJJo0
zQ4l0#D`sX5K=-_XKSm1f)}U&$4XtHicNbSXuZxRKX@E;gN(@kMpuk38{?2K^w<0*|
zDc~!__U+-tQ!Y)f780Es<<H)*eW$m__nKD&w+Uy`2yoFF4KcbmpfTW<DzLxy`(Ja!
zZF6)Ipip?Q?rOWBk1q{;gjx3U2#`p=pbkjUx<Dek8YdEichiX<dY5Isa}^v+^WHS_
z2!nnvEPP7rW@!1g<F1DF3UfZTc<QK3HDKcyg2y}E5t0&dI>kK>LzoxbVOKpUGBnY6
zuXgb9-r~;}^+wMwYHq(BoubnXc|FDR@J9XKhv7~>H7=x}!w%HeVjI~@!R5n2t`nQ~
z<4D|(dgv^+auLy=?SK2|u#mZhaP5Plq7Oms%f>Ca<(v_x8A4A{+@*f;y-@#__4<;F
zle}R*f?_<v5#77992u&5IxK2{^#52o^LQrw_>a$hpG_%*5Su7xBKI|O&qjtyk%kEw
zQH0!bZ{$AOW*ei#u!=|#g>0kDQRJFXAw~85?e}~9{@(uD<MG-1^Z2~pujf;oUmYY_
z8I}u<q!A}dN1BM|F1PqN4s|<XxL0U_HZq0IE$0HJN&hOwdm0N<1<r|HfO!yrr-@aw
z$1KqB4x{#%;72WV0(~R+v<IO7c>9y6-GmfXZIrID@P4WA;ybJ-jy{X<T7^RIMZjPu
z36j|TYITi$iX1JyFiQh`lMqx|jL(>qSt|s5=fZj-0Cwk-4ep~;hBA(SmRY->VY>+!
z8=E%bduQ&}>$F@IJdmP==`e0j=f@7qi4N(PA3g5K8pOUCi@Xwh{1ZCaU=wl>P)dbS
z#BT3kn5@nooCz9RrtmO-ZC{{g1kGgXzNY)gd0pu6WJ8rAK12ILQ-G}Yj<2Qnj^8c#
z7+T$&v__x~M-#Ay{nXRUY597Lz@yO02J{VvDIs|+x@!Lvj?Q;6RRIl3`FuPTp!QYz
z8{qZFzkD?I<*1`d|Hj;<rRN)y^XFy0eP<g#(o}j|eeg4HZ`xX|ov*tb|FF3W;Wh5J
z78({7I%{vPBc~wAg0s$l7C}=&uSqYCJzE%qN>2kjWB~$>xy9{kPwxqR+1wfz6|Cfb
zJ^Jzc4o`S`E0y7cX;V2?R*snhkh&OTE*7s)$x32^Smtws{;U<=rAxj+sQarE7N<cl
zk4WRqsEH-uajLIWb=%*j9vPQy2YEgczHCs_C9RlQ@IdGhKi`W4v{!BNL6ZEBF^|#n
zv7=!FzMCgjpBmYlqB~DgEMN^4+n&x>3~{Q=c4E`TXXbYAL@SWVw-8+~0zt?*E!zl?
zMGW`(9Q^loo`mQc5?W~wX}vYobqSUJ*lvlQ^E{t6(ZK>um!VK)ZZA_PnPA{csUaOv
zbSQd&+9}(B;}V9EKyfXQD37((+f*K*#QQJci4XO~?}tOOHqI5szBx1?oWTx?8!G5L
z{xu75^`+W#_o=Ciy|#$MMG?QxPX0w)#jN=`5eT8_nX7Y`Y5UcFyG`9^wk2slP?hM?
zja?^9<E2D|cuO@sp*t9qJS<x}Cnw^$tLU}rCu+?}(@1f{(du_n32+k;L22F;I~wHY
zzeSaSs_Yqg!Js$1CI&NyN~-sYEoQ&GEteK4R5Le~JlL43`?dRn-ExqRLI^c^;NSmw
zE~lZ;&RxQ(ZA4tn?V=6_ME3gU(CPHcpHV1+j;EfZ!;%3+lA*K9t=ak>qy1wg(!R|0
zx%&9B{k#V&ui)?#s`EZf9sLa1G15W}28uz0mbzL!n(0`QpVjZtmwzI!=~X%1U$|xa
zRX;>eEq>sZ=Ch#>)gQV01WM-Rug~)>^DR!DFp`&IOeH-JC3r;|)oV8epGN3X_bE?P
z5*k;U{1Sm#_69joE2Qz+vm^8+?dI`@x^6$u?Hh=;9AlIQTz*YMG)nBWmIeW@BYYX(
zU%C%0ZnRD#g9uQFQlL$up04Ek{ND%JZ%2&}_LLUUlIPoLBN6lkda43S6v>(p#fd;P
ztN`#k0Qa9)vt}IMhK7yT<#(vQp3K0?OqMVvojjnGw$)M~A)?bxrWH45>d?~gpl2TQ
zMK4b>vhs<u)@T%m$BLwlC&Fw7Qc@)o@c4RXbOdi<={|39qaU=u6Qm?TMn!$lhb!3Z
z3o%!$_H!joGO*b53Ce1dfud3R$5dTGpLrVjafd%UgJ5uoT{_pP5@?t7cqRP)-Se-b
z=5F2kA#|^HYAf}!^j$0y1tx(gACp?r&msfe6q0bS&PDJ9wmOp=NdaJ8gNaPp1G2@_
zdS@~*hHRZw0KYJG$%E^W>#3NLe&TwgxyvZ(j>%;WsVT;LUwXML)H}z{<m2kP^NVKP
zB-JVQ_8MdBCyeZL(xsSxliwwOQEv_~I)23+;1j5PQ)&5fxpL`*zJ3U+jv!^-!O&u=
zgT_2{RNDQJp9P6z2?7qJC8m*SqhvEajrHfCrOBr?i2D<q3sG*=axn>zZM`J9?coF=
zQG#2_gRI%Wld#|AxsIrGu!cSdKCFm#Ju;DQ?4JRn&75JUMC_<B)V22r){psdF?f<l
zM1YRTIvPOW_G!tltsy=?$;JNxJiriPuj@#Js&#-eGMMP37B6qomtC;5(atx^C(D!f
zBk>{X!0wP5I|A4mv!5sihD~r1%+)p8$zpFfx;k$7P7x)@8v4bPotk9RT;~)Xv2gmV
zjS|P1`gB6JPzVBraa&c|xP%(ocwrjZ9QsW#gzs+TRn38Nl~jZBbMl{u<_}iP`xF*s
z^?q*k<1V!@<IJi9l+e-SP|9@@3jL1KkY7=+3-i?a(*~A4h^U`nBpSZkRZlQP8`!;w
zC@L*?e7HA_Y-GTeiZjy3Rh|YWv~cgI#_2otHzvp1pt796oRf^x-5{=H^E#~&_1Zu-
zPWge^oAQC9=M;~BG*PK~BYmepJ+3^ZNGN+j*)rnbUoFOg??#9VdLLXj5_9^9IkFKY
z;+0-Uzgr$wr(XK9)o?)x?5QdW(_&UvrM<Da21cW<>%>esBVG~NwoTEc_4`*ei2i<%
z#;0EFu;Uoq(;w^3z)ixSZ(<B5sah*>`23>G8GzD?fr6cr`^^()KRex<zIx(L^;`Gt
zqLgRf#-1!P_7Yi^%B_sOKj1`;>GIJl_4{0a4aGx=m^d9*iTa7{^n<R=a+lO-{=t*`
z<88&XDwmP4HLRwYgUf>PsClRI-7B|9UjK~jU3B4B)}8Dc;p1IiIg|uMPcoL=TX|iz
zZNcM*O`+ntNDME)zar1G88z&!+j@Z_<NfmV2|U7Y(>|j#V_41)(OBKo8vKooLdPJW
zMyJSbLLlUAs&&Dw7>>e?1+`CHwEi#j_FfY8-$hKsTlD^+N41PDUZJb%8!wFa{ye6s
z?|nG>cI>hVeRbx2uKlfN2JzSGb?$!IU3=BG#LE#YVZq*g&H2(M-7vm0ziT=zsu2+C
z;Y@hn3RA{*&w;dI{aA_DMP;CBiX@4k3cN@me?XWB?*g|sMN@&a@qYND!FG#Ve@%#q
z_kN6J+%eePV^LfdWpD5Oa9iy8v?6rpo0DbHH<yE~Y5v#0&dulMu@SGr9!Aewqex!q
zff+h-%&Cf;bd4|XrI3^KgS;?p%oc?kT7ct@@7{ZBNCfuTt4#W%6v;M9lsbeTy3_lm
zKny4m3zDQUm|q3``~uOmA0EWvL^xqwELl6_{5Dsz{cCaTfRogFqZV3r%HpW26N<?o
zheDNgnhgo}M4<tx(^)F{g$a+9#*X*u${vK9d%E=d=Qrl|>W^F=DwDGT&uskBLWjwU
zxM&?${|}%w<}rZYF#mZd|K-i2W5t$I3G21Egwzsy<{C$RjYu7x1@FpXFml>=bHE)y
zv>|%3scF-6>od#V>P%rF6IX2aD+vF<w(X*W>%^%CG+xn7e}xqF6no)ple~i89FpBI
zfcL~rY<-b*^WWAmf1l=^#K)m_<~3a!Zry4PS0`4^$6k9^ny`p<!SYLA|M(K;63ANw
zgnPW^Ep&MF)EaxFl#*GveuiSt&<AEJ+Wf<T1}_m}%ex>*MQ8VO>H>zv7PSaOI|@EE
za_GW(Zh&jpm{4vu$7cK(I$Q`eBPu3oT9Ga^v6wO-TZ)~#x^nmBGX0BEKx!Ehj^ca?
zz1HH6<m_x<`f0ekX_RauD!nPMW#YiC^H(}J+3*WU_rZk|CVh@4-FRe$$L1VXdf0^y
zYH8smBC!z2Yg7C6BPvnW6M~CQ9<H|dq(hg_o*-8n2m+wd@(lnLRp*Auu4eL@*u}4z
zxA`LNm3ScoLxeZC#z&ELyS+x|9{`SAUwVqY?<E4a4`OO%yYL|nH*w*G6-7=iSlVUA
z4tcpWsSb|!rcm1+GleDVUk8hTgD;b`B0j@MFhf^bh(%|C8DXI7Od2S3O{`b{0?9U_
zUe~Jw_Rj1+!;}jlt=Dx94eW(g&j~IE9bDbM_ftr({Bwx{`q4>Ah=s~e&A~fwzi%`P
zTr!m^Lyna1Z4+aZs^8hhyYfvL!Sp<x9FEl!b`HT03TA2>8le}W38nB_4=&pk%gD^B
zT&JHa8oC$}T|93ayL>pG%$Q`SN73F-RaWP$IeSL_MzH=+F1F2VYB~3wnx0jK@)5*%
z0w5~EQui)~U+;0>My`-LW^dC*lm_hs41cvmr1pG4t%tUnCM>yiOt4Yw;J-$lVI*rm
zmvfBCa$fhN{{a?#77Vcd?4{+(iD%E5x}n<D$J_C}2zq$jx>pR=kfy!+{JL}5)8KAr
zFV<OT@ZoYXe*MF3yt22bK`nl-It~<gM`w>1KgEt4boXo(dPwVMQ-U3z9lFpgv!s}&
zMQn30`7S7QQU~MOL`YE9UR}Y2o|<bsY~a06HKZvPC@~n`VVH`ZX>)pzKwm2^Q~38G
zXPx46DnLC&KyN`3h>%`Rd$9FbIz;6^fVlV;?I7;K=QsCcvdu>aAD64FSeEiA+HXtl
zb}isIT?@c;>KD}|={g=&ca31(tCE_8ffWL(WRMIkZf{@bAv^+h_Rk>9Hfe#QIMH-+
zdn@D2FfxQ}ZB;s_XN-vMa9+OR5<hdR<iq{!Vn|kX*Xq>Q-^<5S$9MlQ8Yk(EZficR
z@M%5oifYH$x+h+&6En-?KlY`eEm91|Zo0qLVcK7h22&ULL9;|tdoPQ<x23htYY{bR
z?VX1g!D70mOCA!2$wMMmJOW(qur0dY-1gRv`->30j{FA`)33Qxolw;giZ+j6O88yu
z@}6!%UEAOiIu1!NpNDjfCyGBCY3*6FjgXq1$eiGSy&5<wel65S&m-!?k@uG+XZdGE
zvP8?TwG`fgse7g5L>)5L(&7aG$}>;uT7}go%D*E&Hl<44Mxk?_{|7i1tajq>TWi>b
zcf!LL!8WsqkQ|j5mK}k+8rrFUC0Jk>^^I5u98ehidGDr_^?JoWAH9c07pqxrA1_RT
zpCV8r9TLkmxU)xMUUatoMLgfn5M@$CS7hf&5FTg>Go&gy@^)5Un$(@I?p1)0uAJF_
zBYwn)y$wrl0|ilP#_E6R%N2S}M|?&#ClpiZaUSh$k2){-V+j33x_5GFLZ1Ay6)$H2
z9WtIE?1i!gJ6UUpa!?>`3|RFdC8t`Q*E_-MHS&E5Dx6(Zcs~HV`_OPwU$^v=z!B|1
z=bl4ZCjnNc50&s<zL=d7ed3%9!>Gygn$cCS&5`{i)n@SlcBybrW{`GntZ2WTBYVk8
zU?^vy6$~=ymgDF5FZbldHV6n}P1|*t^`W+jJYm8b68mWci-yz$&&fI)-Ym`u1I62q
zJ$-GwJe}bi+6Bf30x=yIONN7AAQQ`MB?-&Z@uIN9nKrTq(2Lw7T!NhJkn1AoKz+F4
z138^gST-1ztxl>c4yt}z>?mqyr?m3JtS>L)O47K?absvxSW<g|hK0e7Lq*fIfqzs6
z_eCLl<e~9_B<XQIM(UJkr*C7Y?j~z^dVx-nu=j#Xnq<P;SQ??1B3s=tl8<g6X1x-6
zrt|Dsfr3l0cay!8RpLSbCHlFKXm7yyVgFmKQ@bEgxbaIJMq@|jV(sUVZ#TU$IG+Ve
z4Nj7943YY~wtPp#@Y=&~dJ&e-N}sz|??fXeVLXfXU}n-TS@Q}a_Z62#`Zy`_3r!4E
zZVh_ipoz%55z%e$5Ol3OaQ1ccuiT&Yu|kM7rsszfK??E+mzl@<vwRwWua?j-ZKtoo
z8zxy3I#-IAtDPH-hbs#%?q<**usMTidVz0etB$#{ZDPNC(SWIGg2al6gS<E8De|n)
ziptyhW<C!6tBShCuXqb*`}1^62wA@?I?a7;p*9Ihjbz>PxMxZs+?8w&T_iSR-tiV~
zirDpN>%Es(#KVW=cpmUIdc%P$>S5rr&2vr4z1(^TG$+h^YVvx?y}}T41GSy}U#Tb0
zX7}ltB}@JXh+6qwV&M{Q)nW0h2Qi3yJ`X6<cB@!ke%Qk~c97UISuGORem1JLnb1gx
z`0{t#&6}XQq6D=<2=sLAuUTY4Q-Q0xb*C>US^h4lGqOBo__~&XeCihJ%rfq+>xMHf
zY#APjyS{pqfy^!|gQIt)h}F7gk)0sn7($q+ZHkQO;)5CbxX<SGFtfwy4Bmq8?`(Fx
zfZ#5RCG$gfHLVd*<XFP;19FsvkrP)yg3VC!T@`_vW-ngt?)-)ut?|0v5tipmGOVd%
zOkW<K5Dh~w?8Qej-;I8DjR+KHx6%_bvVj>iO0|@6KXw{A-s|ciCC9%bKnZ}R)|7Oo
z-2a^Q_VKrCz?{?KLcR|JRr3at<R%Z{1rAgixGuoxlP%MX=a5OheK1F|YMKs@|7+nI
z|4P^S?+H3wWhm(3^3o8+PXD@S(O0jCuOm{1e#ZWkW-G0eml^ZQbz8lUwhDP(kH_{|
z)@>hmI;ytS`$bq?3IWG}SSByU{IVcU!lwkYphe6HQ0a(D(S%b}N4gdUqyfFzf~s(@
zaE4yV|0JD8LRd^&#0$I;fmYZYBRC6l{I0{4NKsC^ys2*qqMhs6p?1}EU)9HMW#9j4
zp8PiJgWIL0LDh4e?}kO!8&4bF-cOxHHyiIy_hB9(Q6HOkkQBo?!sa?!(zH}Lm?il9
zf@B>j_3{VYv8Ynp(MFFCFLg|&c|*Yg_R;iydjBfuV^d<=#JJyWFw_ZJ*g<QlXY}54
zi;S)<nV~&h%L{8g^){f@^v(Ll^ISiSPl(bHZS(vOEN$xhb~<gw_9qwT0i%vKrs(if
zMZIeiUEHnM>qCA~fv2_X*(WOvjAFkv6zA}G!-w=eHAeYQFMOj|Eu0a~?gd6{IgTj1
z?MlHO_#p|gH6!gl`Pk@X^toHtjiBG3BpK^CshYCBCYaX;_9bt4pUbl4v8p7wg|5#9
zth@Ql-+g%O$H2eZo?|B?Kn)4R)F&+&1n!eYJ*5d95Ulpjbje_Y;L6k{xaxqj@=qnl
z3Z04VD=^Xfu+kHGHSguG_sgXP%b7;udsLNBU1PReVW)2`x$FH5wTTilIkOokn9)+f
ziXsNL&%De#QJ(^9_%VZUZePDrQR(H%8t9&KcCxl9gcfF?q`zHHATamcXXN}Yh=mY@
zkrenRlqxtX0IEIAz7d44yHfksK=`+#%Y^T`ic^p^eTC<c<{SS(-&2A@rH|j%8}vsl
z@K7z`pLD|fJarFZhpLQ5P%q!nukx9OgwNlv<hQG<EJ{?&5kDT(AI(R+PW<@dP(?P6
zL1|s*xPOb(9coKH{nPfh55zhmnH;}bW+P^}ik#7(Z(@wQ(0r8bvgR5np;bEHp%d~t
zcp4>#-}@cJD+@-3t+vMVXqiL3+)h-IMWWC`(zss;|4lhkFlCrCOhk>Bk}JvN#N`Lq
zO}5{lGG=|9UAYqV7a9AoGNmY#QUnNEBC02H@}!8t-stOSm8}zJOx|tm?ru>9DLV@j
z+9_O;>Jac$QHV|Hrx^7Nw);Y;oq&#N1lj(BlPZtnntN_2Ek})+Gd57<@eu+>dGC>b
zcxTEMvix*;-ixBAZ10h5p&}mBx?X>dZTnRrb>~|RmqzUU!sC1*Bs?@d0!|yUIxI7$
znCwvRQXP82*J%a07@UMk*FN-RsNT^<z)c0~OWl{6w<@H(?$j<O#B;pE5H}JrhHj$t
zW6n4O?3n2*gIp8`$_XhXJenBv2l5)E1xLSl<7A!@sP&GCk2CAkw|CQ&=oXWq|LI@k
zdE@`Z$xY_CfH=P~f0W<OztT_*YG~i3BNFvSGARGQ1znnRv?a&kxLmoQ2eHAo(i~}y
zbx&SD3)VDm3qe?%06I{2XP~?m7b~U*J>vThIc<ZjBgsAKx=Y&;vT5o%1jB`Uf!1Rl
z7Kc4*n!8#1)N@`4kF<mq(+MRn>=5L_uD^3Q&MPCeIMqA(*uDoW5Of~4f^Ik?$WZw?
z`j5SMQ&E;T>eHf{=Ej%%04rs9+~QfJgrnX$vk-ZC%eVKHuSmK?_I3^NThEylebv)E
zsTQG3YWsMDYTxiF^6aFIIb?NxP1>|Ssivi-rOHW=hf_?P#JAUdu(9Dop~awP=hg&E
zp($&Agp1^(x_3oHJvA*C7taWJ4=Tj#b=RnJ{#u#vXKk6h9S|Q3Z#?gSGxT2bgYr0W
z!GUfu8XZMDN25-I&~=v|QguP<&Y!Xu_$FY&U|r~b(L`Zk;i0v{M=fnm+8nNamq(|N
zfaB)$C1>0W%%3a={d$lrtaQ=p6Q}B0w3GSMy@9N`D_3|Hf`RVlp6+hbYySa819niH
znne1sBZuLIgk$Vt(%J`92T661q8Oa<3D<>9w6a&AG&XZt=Q^IC(z)YL6770A>bW&m
zM-~Jo44Vc+I5ye)6Suh01^r*%8jMjwi<S!fb5J|NEB<!0vU=o;0Lf?apS-e>4SU<Y
z0?5))6(o7?H&h#ma!Ui}6?R2E3gIvloKGFj<j}gwM{5bv&Y8NkEWbQ%nw^?fTtALW
zSL$cO8&jlq4i6s-(y9Bzh2C^FO{H)Qe@ERLmvRo&IU&VtAfz>=gN>M=F)I_cXhgM&
z2B;BL>#34%yXjTmSOZQK%QtCEei5afd{Vm4t0OlFcj`oWTF=tycO7;MHgm*At48~T
zT2gZ)rCyR!QGFVo;moQQ#uG?UWa;(v<AqU4MUmZWa)lrLV|LSA1a=;9@<{_f&%Bl2
zD*x*s_)YR`%43;+oKJM=C|jJaJ4WA5@26a&<_JE}7$6jRtaqTfqV@Mtg93VFG(nIp
z`E;^TA-_J?++0?vv8y{E>i2k&(~kl!rH-egxodG4sVD^+pXPJHNv50HW_exLeShYx
z=IF22)^n0)-1^Td6e^#SKJRdL?k4Tq%?AS@1Q6z92Cu~EfWed&UHys#zi4E4&%zA+
zu{)H4LBNHu5bNMZ2^+jBlYC*pbLu!pINpuyQUFoyCxGxYI9~u*cG}O}mQjE&2Fyf#
z)_cH~cKX3%CagJjGppvLd@}{V4%|J>*ndcP@3wtE9e)(+vxePGYf{lB@ftr!*B*Ai
z$;g)Js$IFKaDy-W%^AtNr^KBAkXruBf42wvx-3wKtlvBRSj7zXGpubYCOY{7t$k!%
zbhU#7OUC;-*q3&6Vx@Kb#N**oCD&v23c!WxHa6EI(KOkj!7{l-GBT2Lq5VSJR4aqr
zUEQP^p$LQgvH%RU^!q2rb<6PB>SXq_dpGsI96IALx6*la-ehr3tBT}bK}X&ob!LRs
zLSL9mQ0-%PfVjH~B&aEm(y10xXWLU<nKQp%`|a4|o?;rol_?@f?s*070ymlo_I8$V
zHcB}1h?ABi8MdNQ=)h3B!<QPgkq@{G8LHYkBpY|{_=I}(V8Tn&q+L&&cdu*aHtdb8
zZ@=FWyV29$_8EQSPDzArhd7S*<5*(2M&^_=vLenOA#ufbH_kO+^@Ba)RmO&^iHAon
z&K8J^(3m^|XOL(nD+^)4uVJ``db-ggKI~sNsq&DPNb^XO?N|E8?*?#L<aXS4qY~HK
z>~6y|1cfr&u)OZjgh_(5ss<F+3I8rztsTdVk|6DBT&(cOK>9#ZQ#1IiRXryf^3!FZ
zDWdA%k+C^_&=JXVw-b5@ug)}*simEjfkgl7^nFBRx4F&MyEC8dEs3)o`@zi??FbO@
zLjXKSTkE4==(QOJp;PotOZ;?NmykQu`BaW~0su-cUhpq$D<%QH14r+6+3qllK-x&U
z%Bj=!Iuuj5wM3d+CLD%ygu$VcMH7lp+@v<#Ta?n?Y`SPXC=v`Lau#&3tOyehTkH2U
zOV8O&W_%%ctScvmEDD{oNyh#oJ$uGrzJnV@5E3D}??0}AbWVY^P&62hm{JN{)j|m*
z(PzBIFg?Fx>!$(`5?nbNth7TX%oB!vG6`=8!h!5aZ&Zq%QiDo*4|TRDZB1HUjG-(c
zC>bfthK2)ccp|^a%4cCp*WsDdhgoiomqIhL2Vv7mS1A?LeT)X0R*||z$#@3aZOdNv
z|II&BG%?bHLtkOItcpQrLhCF2n7gj3<LT|h%5EbVcb=9Vi&4+9SbVk#D6h`0dhqkZ
z@AA)(w^k-5o5D5Y4nbBwOR{BlcPkLDeC|+{mpA-2Xvt~%xRb>!H`axn=|mA<D#hOZ
zohU}m?Fc<|qKx%}gAqgMfUe!=mM@*tr_1I@u?XFs_59Q7q>)@O94Gsvid5|KK%c8R
z$8!-e?O5(&YrT_)K2CtQrWj|<Z<Fb=c=ec~&Mvp@otp&%dQTsgJsb^FgwhYINvaY0
zP6BHlg5l=)y|0l{@iLFA^Hr{ymEN|ye?u*Tq1pah#>7G%2}>uS>q9R&LYe-eH|k-D
z7G<)jaCI#m$;-UO>CmpUowS05b(|bHsrUiJ3Tk7`ucd{Pldkg;ad*;&WzXL!(0AnS
zHu9aTPWgI}mj+S4dNk$dAWBW&?x?d)a)E2;1udsbFkVyd5UPmkpy;@s7#0+TJ!wH2
zx%+&l64S|xEmRV4tsCM^sCCxh0eeER?e!-_I9mH%uwrk#j+hfSGs0=0xP+}o38}@_
z++P5YDttmk@k$^9CrK}>!C)loRYee<ze#8i$mT?yX>po6^w0#J$YWzCTnhE~-@lIh
zYX}O{a`JJ$Zt0hky=Jv<gRP$^nQ@fS$VqS8UJaf)dbQ5thXS%Zgymx!JS8itpxe6U
zh%A{*DilxY$9>HyS}&VzyizA?TCPLRkmETasx<}mRI!$zD!tvUc_?Rw4P24)aanKH
zX?z*}o^=*NocD7EuJ6_oy5!Ehd?gm2Ivqd`7DdUyH?`m=0?<1NDG_H5&pS@wxV~H8
zk~R8J6b{HMnp16e6q<k)wQ}ZT3h(;=<8R~8kFNd)n5lWFHp!_XD4l+Y&+j<I^Z>Sc
z_aLs{>Dk^mr7xlH+lXeK-y?Csp9>r^%k4ur)q1j`iCZ3@Z;<UUt-u+T4_998bg!YE
znbwxE%0X82LTU9cUFf(jMt~UllyM<D6tnkW_jqDEBl9I9tnp!4fv2C7tq@gG#fYUt
zt_Rc)!WUPI8yff?5t5-vX)#s=a`6AZaoFLwc1P|<PGI$7X!aWeAqt%G<Y&jkgpvPl
z@U!~i$1W5oS1?E4dHCM>HGZOPO{7so^--r%cts5b1HgB`*ZCorvtLf2MBx%$&;8iS
zr;U1axg#B65V%GdqzYtv(jo3pd-e~h>1#oM?~l$nh}PNMmRw8+|D5EyyN!;Fu6!5z
zbXC^N^5;Rwby|w~7jaohv-rHsgO$GS-N@^lJnMCx0Ulou<PO_8JtAuj-QVcDGaiI9
zF}GJ&)c^9=co;Ztn*#BTx>$>Er(<a|%5!DMyqvwBL(=es$pm4rMV*G)hwZqCy}|G4
z-+TSRW|$ALQUy=tX!HL8er$4&-5k5%KS0xIt=e|!kQ;XnKIIL>nn(v03m0{#<n{L6
z?df-v+0Wjwy?8G$aN-mBcqjG!xXfxyS<fW~N9pEjS;Cl8OoKG`xX;7YG-GN1T}?*V
zBxj8)5_EsRz8}SJ=)aTN)05vzia-ByOv&^{kLkweWit#FTK}M6;qBg7=d%=<a(Uic
zd9Q0i7*dAo_OFY#6R-a-tWT)^3&s%!<Z4l|U=e8Nf}H7(LWVQuRr}b5V6iADs_rxA
z=0tc67V`kM58#}Ei{z_Vd}q^Q`ENUo{`*v2aA?77_h-zg>57?T6w`5R2w~}t@Czf^
zyUO`7F-}l_)V^pNV+dLdEIdxUN$t2V*GSd2c>yiPsi<FUS)U%sbIxK>{dRNROeSi&
zSq#uwoO)MTt<LN{c$}tx%n`ptgj>Ss8!ZyrmBBQ~|DjSc^QAo5j?c_m^Q6Ovt$xkl
zd7lnhIIeuDjb~@`2?LUa5A@FgUY|FW8o9jvEd?Mml)?4Lj*;#Nw%r8&X`xSoKvZTz
ze1~NWNN%BqQnK{w*i`V&{6iwODR?i;=4fkZeIsfbHQw$oTkH9nP`k9Tfoq@)vjp2Z
zOPnXdaSqR@7$zsS0>?RKn$ZHHV7sQ**7lh!KW##k_55sAv<SZlul{YRC4*0IG~c?N
zT+?pS+12s(<8Vl!ACdmoDEal%$Wrfg!gW9QHsUNAg5(|dcm!+Lu;oC?7kFOC*D3My
z_lC6aMJkrP9NAQ4MrOsFDR{*G*Z0?g1N*C%-@d5Y357GLmTowm_Ga~B>4Q)&T{|E>
zITI$%wfMSA3(eUm21}Zh)~rg>aAY02pL!=pT^hFohUeGsv_P*K-1gd*{MxSnYJWb6
z6%*cGD*JB#9{GzGvC9V}F{3j&?mrzBaiqcs()=6CV4AyR+G=Ro3H_;^eQkO4JuCPq
z8|EvPGCKeJO*|g$TKi8_N5gWue8HAiwg2*1QJcaB&92{bt#ev8@~Al4rQpxPAKS=p
zds4GB@arP=O|ySb$8PlvjolgOV*ltn5d=6Pj;_^@lXg7va;AqVrfYuL`4~O@czx(o
zw;T$d$=%>9rd_9iP`dWE42_@mBC%yuUV=Dz(q>~Mqq=wc<L+jxbBBN>3Awwj!!mq(
z#L*@<si~RJ(^H1@A$ogDuXFQ|0XavJ?Jh}!rNa5+X33fE%GYC#Rb@U188JI}yz-Ue
zw0G~GS={Thg68@CdWz?34u;eoebc}5b6!wyfU$F$!GN*4mX1|6S^GI%S&AT&!!_JA
z|15J!j2ya#b5NT1W4E^AbPWwjV}jMXxZ#DINwD;nGFNSk{csQ=QJriQ?x_(00(2#_
zDc1ZN5r$-u`z!PLm3LXM`FQpK`FwXu8`qa$UrJ_v9W36tsx){*(52*%%oi*33<s6I
z`~!KjzJ<i^A=jv180Vt8JOG~pS3VNky-y`jBuus?dJ}>hh_dNjBN*L`xhRP9mhrGZ
zDYdk%v}ic}T<F6t+B(-R<|EXiGC`i4u|-JeehdiLg)?xf%Oicmh-bs*362+bL6hP^
ze5zB&13&k~DgB96mVV*2zHUM`e`7Xk{wUgs@2(ky|I;Q$SWRzVd}ZUA_$_t2<)oSo
zFDL6u5vZo<4_z6Fap3TuInzJ?1q3+#Rv-k6?P>dyUiN?Vb=(&D%l=0J@C^k-*rdl6
zMYbI7R1PJuuY^(ro?~2vY>l+>lA^)q#}mJ_b1HVFm10y1JQH0r2ic!H7m{x*6(|Cd
zcX_ygw9%d<W!;{!o`<m++~xIG2zw=rxkTTSA1qx4(`#bNuq-I!B2t#+9Jnm<cX|eb
zNxcku=6?FU-_M_$*$sFCcaaJ)Ih_P+paRJ;qGbXaI!F|J;b;sQUrK(-3D$B>1xo>W
zAxBNVcWG|?oWG0Obf0hk65+UZ+|2#T&6j3?t7v+@ZMg6k0H4L|lh3`mdw&x#O&^V^
zvh<(isV42UHGeDEdL?6X((6&(%T1jI9E%+~hpdUHsqV>fV1r5VgBOD<)OC9@Do$3A
zld7J0Vk{oSR(lT<ElMZ0xK3OJVple3jVt&&yGk9<qH}<}tI1U%D9v`68MoV2=yS<Y
z0}u?Fs*MV>8HW*PY_RF|R;f4*C+_0ao5CRMgN?!Y!%;tN?<T!48I3+6|9#MdXC@)A
z;CfcPq(wY{XK&@)UnA2{POMhg>f96VpAmS(y0Y4<EXD^p0tH_h>U4}D(7M+P>bC}{
zQ^yOXM)twDT7xK(F?SrsSe{~U!i5BAA1Z#V*VolOt-~L2l!pWh(1Rzz<u#4YI>wE)
zyXPyq&SwT-b_|e>C6c1cuWXpS@M#Ff4sP5|u)@=Rh^)C3OBbF9VteNll-v91%3;pX
z-CdUz1W*>mA4q;TfEoh9x}qJjrXF}LoT-YCxzNix!81oCp9Ab-ze$hseMc2op5Gn)
z^=-^OvzL@-wSf-%YUIMT8Zp1}6G{~mS?$AKld{K9P!JlltF$Tt&}80h{Ke9r2$4y>
zcIB#CC;N)ZK}dn!lga#cb9bhKS1#I3u*wRWwI=Y1eM1)jLgTtRcvUb2lw)yfrHT&N
zCd)a68#8HPMEpY2?dq>152uUkh>FQd`N;I}g|EDnmrR-B<zYlBi{HBC%3o4sGEaM{
zBA$8{0AVYN*4{;>DF3)>Vp0|1GBm~u^KRD=fmI<>VQE~0EYw^JYPFxOo-8Zq1o$qE
znrrl^%b4u<ZsaO*+uBQU6YczT;&6@Ai(uJ>x-?pYoJ`l%qwH3Hp+U96?}}Gdd%Hc-
zuK@JauFsp*G~d%#7w?-_AJPo(Q!_Vtqr#Il8qNRaew6H?$xL7XT7XAMhh*Zt<_q#6
zdZZhhT4q~MDGcxnP`vtmh|;NwkzEP7*;*oKHB!vs8Oc-KOs;zyU6;!1cwxWm{uiOy
zp1*Mte{9WeFwVUL-QpirN&Hz=eIT<}RMe*~9h9mvr0(GK!Nu<KURKQsUBkl@m8bwM
zs2C|e5rr8j_AhWfr9&)LNeB!c5K&!d00O={=O8^M5?&^&)a%lcpV`3nD2_yN)iBQ}
zRaMl@W=!Om^;ki2gt^cxt*<~zmEfPpIoKM8c_0wE1bWJsUU%Er;M@}7wRleIuq)I*
z5!eEUTWm9_&vN1}Mn!Z@m+}tmx-PoSC=jE29U9(qv;=%ml!Iz8xcEINap3*M+UGFP
zW<%kphS&^To2jSU$Me3~m=|oS#;f{9sJZt9f!{<y1F{Pf7F+dU7PqwEg3q0gf7^GD
zSNN#eC}c1)?w)4XAmB`<=a@?fUw%!W^oR3jRQKSKnHh5%y^fdiF79bdRzOg(c^4S<
zyIz88n@nfCSKuVlYiYXTY*--{M(^}Mz+cJEquNbN72?AhL$RCH)Cg(}_x)`+T=j+u
z>x1d(Q`A!rnNhFp&9bzio?@OcZL%N1DnRmynFnvj+HY)RZ|l)M9bKHOX(8r)v2^tK
ztG!X|msGyu8{exWX^hv=M6G#j^+J-f?d}5kB9+pTR8xNaV({`zS-cl7n9Xsl2Sw=`
zuaH3!O-u<w8!*vo-M)cPY=KQ)G#7Nz=1<E-LZz{^G*C|iSH80zM}^gTfL@*5;Y#6+
z*@dmGR7aA3CUQPh?Bv&7<9b`3K&{>hgPX|Wc7AF4)carAN@}ZGRGUhDJg`{mxG<H0
za44d$n+E_Ko3+8stl{`!97ywh6wpWIK!+@*zo5{BmTXW6Ka<q<;+DeizJk-bDpC);
z)RuloD>G6KC>f!OrKO@CL|YWvrCyw@(XHjl9XnCum&r@AYbvrG(!wduut`E!LkHE~
z8JVrC1Jxu$J<aV%f9>twX!gRRF2v4<MrD-Ucurd!(Z#*@*P87#9rg(Da*{LWK4Nq2
zW*7muq3n81vFUiN=SBAqr{SNvp5ET1Wx)35@oOzaXHjfDi|I-IselfWhs{9L<<<H0
zQhtm*jr^TqQ!cf|UZ=u{>gZa&-)|RG;<7eRSUDU-sFd@WiC+yLozRoFxLNxRAd;=L
zT_hWM(pXb{>+2mUluWs-@P{Zlqa*O28`5XYZp=k>Mir%Kj77&9u+>A}%GZWlxyW9f
z|I(CxdhD2KYmx5Z66A&3OTdK$>+A3s!JG+bFi)Zr$K_|O_v#f&X$^%o@4#}-f;K6V
zeorIer|@N=_VrKmkRE9iZ#KNulB;nPivn|*ct7@!W69^mWn({Fm3Fg(yj>Pwwo@F)
z^ba2B;==9P?@iE{w8`>)!~|YTTG(72pH>Lj9$>rp-NQkeT1ji@CqG*KRt5YJry*;$
zsk9d6u7QBT!Iu4sHAMMTT|(El^@oOYwGTbQOuzJQqwhS5xSP2op%O>o$Nbr{E7$pw
ze|%<f<n!j*_g7#*TVYz^^mzJyy1KQmj};8aC3=<)!&FuK7|gcmLc%GEE)l2-@e4g&
z44>F%qf;-_*t(J(UB%Gi4py*=>LqxWIVbF6)NmY%T6z#4m@$n6rK4>zx*9#{Ecl5H
zzi6k#Rb7(|KHzFpu!~n4mWKVEn|I~#K^~k^jgVPy$kD2dR8QwG1<8)^aM`0!zC;mZ
zLUOUY#It|a2T{<U#`_N)mR?Dmzb?ClpS78W!P<ace{88(Dp-pX-qWbje^iptS;}OW
zDwF_8Ew^AN=Grn?$X6JpL^C(jaSUz#j}d1|9%F59k((#LmD7}Bxf|d1l9928O3tMk
z996lmJSufF4XEN?EVQEcQ|ZM)ygqv<Dam4%ep~<e{*4{w9*VA>%{zN9v93QO;a#4t
zz7hDuY2-L=r>w9thl&W-$4k<lCm33gg)tdU>dw22eI<*M{)Ujr-x+_E7YzPIfaog?
zvcjbPlneaFQ`*j#{JOLpXVE;B=!)Moh2_uQ=sp)nX<}jaPF5v#(~p@>$v`W#l{Vgl
za&M2y7OCU@P$XPr;l+xSR>xWOj;lyZU*h=2yAcheIow~%O9;db5}rb8!e42A8rjg8
z2;E%`tw^eZO(gp%2>{CbRimxC%P#UfduVjc4>%a5Xs^F?qEPticVO%r(P)w6hLc+I
zCikc}#&(`~o@nNt)}r>46&HR`PGB)_pGL?JI{L4xC#$y}IU+iI_CmJe00^ij&VS}B
zU!GD6`Wp7}je2~5nKSxTTSeo)C}#|7pM{>GG+o&BU}rblpxDHaiC_Ym0N-ax4!m1f
zf^OK`D+Sv>A12OTsbl;6idG8z>HTtt6Pga+5REI3dR=u{#c(mgBwfQgRJ2G0<%|a1
z(EwX{<-?7M6YS@jRK9T|u_%>ftcf%ZZ0+ZorD7{}ZY=?_3tYX#6{1VhZR0(>ba1Bk
zd0~n+HYM6FX=6v9|1tRXJ4PzWU=b-{1^IBl`jMa=r2PKS;PT~fZdZhdgaW0nSQYWz
zD&KV48c@G?-@$B4U#)wv=g#lXZs(O{gT%$Z+&-k2y`}z28)NA6qVb&3XyM~9?cgaZ
z4|a!AO~&uA2KwBM`!h3jU5v9n4xPsyGK`pcCc9?T?llSxZ~-Urx`Cshl=Ogk<egEB
z^Y!kvgXg1zQMS(OD7l{%gR9^Pb~;EKZ6tn5BUpq35tI!+k1@c_D_1>w|E&G}F^2<!
z(e_?72;XdqUO~f6F$d_YrDh1Dj?-;_FFvfJpgT*TnZgJWB#^XEzqRb}jES18*z)DP
zmXEDAed5hga(H!Y-+NoQ_ab;xhruO4T4Q>-IsMLXe-%HTBx6J^)4Xe5(d9{BJQNI^
zwdL1;Wo?*#SqNNM=T#Iea78TAW#J~UfmgN14yuG`J>2>bE0IlXZI9*LG>dy<>@xLI
zBgp@mV2FHa7#JfRkPFkh(3TmQ?dfEjj1|8q!{2A!{wJx&Sl>xgMyL-UY%(Z!vNi4+
zisg`t3v57+FOaH8QPUc9hPxMyvpTCy^vlyfxZmDkNHAo#sJ0b8G325q`;{zh#Dw;;
zFx)Qrae{iCVO!Z@Jn8tOWP;j3qW(z%RdX#a;Bq*%zfvg>ohGjo41r3Kin;o_FeS^u
zafqUCVBxCCuZ3=J%9Stdv^%r(c@I-&3$6UO5HB1rTlybBD!_nGM9Y!v#_^Lpm8Lwq
zvw5RGZlLvaw*-RX+q<>_U+RQE4*XqF38Gz$(3$itiE{J}r9W|-sE`w@cE&chdwIHZ
z4pTyP1$3BdGSSMP*I_q*^uj&Ya)w1643`ANI^?Eu8mVtPd}58VJ3;98>@9bTj{yQ9
zl$Q`x7@Eh1P;7ccW0b3dnT;9(=ULh}&oMBAuoH`(VO=QBdS00BiHYm%md3~#ou33l
zA}$htL9mc&{c$(JrsQ>*Dd&Cnk+?u-OY4x9q3o$FwRGuQ(G75dtZca|DEUnha5ly2
z_Yzi8Lsocsm+^rbIx%@>t|%7sRApFHE^cUWE?-T-GTqv7xVybZ4nE79U42&acz4Ef
zxvC}#zFK6{tPs+hTNAfBmbG#&VNCaZd~}nG5k)Cs_Ex8;c5e1F;@eIDIwyyIVoBRr
z&!e5;%`%qv+SFkRLT*9=+5?WMgNs&pMW8c{B9veaaMYOq;%P&KPPYh0lOX1y1gHTm
zlgIa3()ZoI0{cDPJVC3fs)f^@pnkd)M<c*$ms?zkdOcaD5artSQPgIfYxu0^2a+{3
zz(ODxLM{Ho_o|e81+)dE%`0L<xG(RE6gl{a;`93c7VLt@e}L-?!DVpv4i7*gnYUfS
zfvHdi-vU+s*a~=3nRDxcc+S^p;v4!s1^H3cMjeXnFhuy(J$RZhKv4fm)Pduf`x~x3
zZRs&XEsfDx2u6pGTd0Cx;INPP;&rkJ6y7%F6~Q-=u1)U9$DIP^l$Jm0rJVj*ZDjTN
z5A1JTr>~BdM7n`j6dm!z)`q>Qvz#m5LRgkv?5WH_<4jf>2zbLKv+tn`g-Y>80X){0
z=SSoSJg$TWEQQ)wiX{j`9HE(9mggGM`bfcPBivJm^;y-X^{?4YAugQU;|+d5IY}=3
z<y$3Hrw@YvozC*q*enHt?!5(<(+iw#=x+-rRBzpWqU(^K&rE*UaQ4DGhVdE9aCy3{
zq+R_zP(NP@@Qm35)5&hps%VCu*4tCD-$ma%f_nDfv58T`#uO=^vQl+RGOQG(97)SO
zD`U%l=5Nuo&dqP2cM>A?+!&v-hSwEl7+2!<JjW*jHn&W#>olLc@VhSfotafSxB}P6
zw}yBXdS};U_yhNb3$dj@tF&yLB-8O+hbY;`+d3n+?^PX9Rd-hic1G!q=X%+h9`kdS
zE%6v?J4T@F5;CHq({-+$W$rrpJ}7$1?%n=elOGFH!0wO>h|be75Ads}-@Z!0yhat`
z)ZuiBo2vq{Y@80Ii`Ef9A~vCZjieg9hVt@maG7Y;?xFG0mvzZqXV~e-PS#jFpFdM*
z^ljk&#gpHjrxBch_706M;&*Uz2(1)384!QJ(B}_URsil|=1J-XPjVL;zr*_(nItoC
zf>`V6(|Y_K3a%uo#pCw7QX>a54V1eeY};`4Z<~C>O`y6rhpB*e1G&-=YqW-jjQ#@H
zuq@oh^exB_+S3rJHtHUJbZ8Tz*;g#YM(ruOSUUQ;U@4ShO0_l=o__x2JJlClJS=%2
z8PBb|a&sdqS&_HUU5Be`25P+gW8HwaUnEbNE+^c70MaYI+WG5#!I!(|cgwib;?Dm~
z3sdg2z^wo8wD@`~YK0nu#2f^}zQzvUz5+f*rZ8iSAm|+!AxJlussTOPcYgiLmgepa
zvyQ73XC2R7zq0&_*s|y8b-RiDu=DYa266)-eozVD&`RR`&P@kPXOO+&{$F{{2OY=!
z(Y~oxbl5E7A&a%|y@;aEvfG|`5;xC6``_JWVsINqu-VZ!*Zok@HK_zh)FTd@Mt6an
zq(8gxq0?)19l4lP8((yBvfo@YGyLnauUc6IKw1ysk}0j4#((QpZr3&XUE3BZh^tEH
zW?sO=0cL30`HB4PjHP(tIq##uax-hsp_b@!gN|srz3Ch5o02MZAC(h48JM3$hqkGT
zDW49vC2i9t?@)8dtoAF7>7Yxe<vQ)otXU%yrtRH{4aImIA3q-dJ^aqdFmiI?WmA+u
zr(z-~K2%8s;`PRptCHdMcX!U>mBwc;AVW|;)i(~ENz9u06vwBTz2g_5TW3)LPVTGS
zPNxyc18Pjm70ERH+S&Z})MxnOvxhFLq@oM$+cZ8q(VgmwqSg8<?7%^~j!}J3o}!tA
zyqiI}d-`os__->%_!Hk5d!al~E6<Tvqn~f4hyq|dERSVgEPyZy006XKm=w&aKbeq*
z`@?|kT|Y$l(?Ow8cwpn2P2o82-CMZoA41x{;{x6#23yyEMYQkuj11SfmeY6Wbkj`G
z$JiD;f~8-KsvvYSSP0X7RE<}5plgR)=i#)dAn^R^z4aNLugxy1a+aouj5lim9dh?m
zZN4Pr8*6kB6DA6q2Zt_RLFIdF`#`ouSAMaUYu&wP83FbYTvb(K%n@z5{xQzDnJ=;(
z&TUJc#xYnORv8s20lD<4VbUKjuqE__=LLKp%I@JDNU<oH2yV@qwKaq+oxzIREAj@J
zL;-K{f6#Lj6yLZ%J##w&d1^~YGX!PUeR+CT3U-cxsD8HK)MlVN?x|n(C7?ZOrX?lC
zNK}+)Z5nzgE8~s-z%TIfmX2ZG2=XFjCq0<RL?uPkuwuI4GljDV=a>|x*YoRv>FpC$
z=wV#W<25gwg*Cd<IU!$~Q`iV&=b)7|UJ>|d$qz-=J(S%&`xCN6&93HG-Ld`?6}?_@
zr-g|;0!1kWI|kg1oxwdPKWNJ_MVgwW8{N*^r?HpZ-}Wr56@Eb2H`7vdALS$rFqn+(
zp!rQyqrHw9)zgc%-AbzfL%Dg|BIR-o<+ZQ<&A#5UkoR(Ox}|}^Ed{<4%N>_{p5g;%
zPRBonn!2bTcH)<{ljaGs^Aiot<_Yf9e;o-3G!ag*{hEB)fwgnLv)z08`QpPJ-Oq8+
z)0wo7riF#Ezk<Z8evILVmndQ7x#DssL4)#dQZ;$C>bbFUpbY4|e8&vu1H#q3=P@V9
zgyGy|Z!iyL-~^bD%0hDz1#@3zrt;-$wob%azCTsqK<x|q^QwQ=u9l)0zX#R`kUXV+
z79HCCdD7#UfU5@2tGX_H9eKd%*f2r1gL!@dJ5lZ#6&yX$CuY447BIJ?g4BT|AsI0U
z@=ijZwL28bEv))p^0!L}!j$gwD0#@Rz$z^OzBr2DlSb8Zxx{$$cjg9f#hT*67{+{2
zqWE?%SiQ6T<jAEElFqUHQn69PcYVzE^c=(eZ0A=$q>sf#^{6D7#K*m}xG=w?`(WZ&
zPbuZ#7c}55>`9R8Ay>~Ca?9ytovECOMlo#OiRv3LIDdLeeLHOOth1MU{dwxr?8{2z
zkFmODBkudD&sf#(BN6;P6Rr|sd!luVc^VHSCSWWkCI-*nE?v`6#H#8hf4lT9!V87`
z8*-;>O`*DYdV^0c|6{~iM@|J|_<3cR<ev_7MJnnQ!d3*+|7nMPlZgaC`@{T-b^9>4
zUOcZ!C_Z8vJ$T<NSQ(sB2G$qT8W5d7-_cd8bfvIP1+09(>$uDyd<`?ZrYzH7nl03L
z#$9<$y|`2U;*UJ)&o+@k%I5Ty^nOgxfWXLc#It*HWpFDfOUCK4o`B7Y&wl`gCR^U}
z4C)TaHl3+k^U<b)iF;ImDR_0n?P(*C$YA;+xW+Ni4OP5phjzB<({#-3^nK1WeTANi
z-3WGO>Ef^&{J3Wwq`xB2xRbI)e^l(+Dx(!u1yDiB3loWU>f`{G{VdLnbq`g3Z9@DS
ztaEYLsXFu5!5C!JWvFK0d$5nTPrZTW;LYi1amS_h6}>~R;a~PNcSFo}uU42jnxU?(
za!1Lor)L6%gs*F?dq`@)$Ft0x>@RsTFSQbFJZ24YU{wYaJm;^JYqn<<YtA1)OO}Ip
z1>H3BN`CpQpbHBBylI&{mNOOi6d7R(TO!srwl(Ap|HS#lwE0(%&~m$2!%<amyG92A
zp`%TB!{4VEsB6E(wi-Uoo8tc#|K4^`B|2resc=xlF5{eN)N4CYO)YsVfMde^PMgIr
zj_GV;<{1Rcc|7N8?66$q<W(2@IAdX%B!<sTmpLsh-3ZSj1r1$Q<O@&RGwC_nP5rhV
zh-V(l-)pRG4;9NX<jhU@G%<RpHft1JG;HQ*Yr8L;rfC0os@U{W_*1uH*~3_^FvoXV
zZ6ji6oZ(1Lj8s`*r?)!<rbIzYu;}xQ9oi*Ogwu87hK9JQ1;zryc6-tGLrhZPBhCn_
zGjuq>)yIbn3g5{_qE78K`N4NKrnh|3LC~}5CWJ0xvGh0q+L(X$5a3=nTj-zLr=*bZ
zuh$~=Vhu*BcYE&TcGvs5l)o${rNB-oCxahYEkkm&VDhg<t;CN4cw{re&^xJV6Jd8@
zL25Bbl+*fAlhqDCOV5R|m(LL4f<@M6!#cwo-r!q>0XbI$^zPe`BDEyoHI#=*<iTFa
z(4tJ<VJ#}l$dxwyM&nUtgf^W?Za*X-`K+U>s4O+7wAI+JA<FW3Q-E2um?h#g>4gVJ
z%chh~iCa%LEpbbLC;bma=lxIR`^WKPZ^_Kw;~W{;5t(t$F^=OP4pPWGR*s^KWS4!+
ztRu&9jumlmLP$nt93!*HIzj^#>GM6`Kj8l9zOL(W-|y@7dOoW$kl%S$@KjS?ns8l?
zF%4ud#hope>kTN)lcOt_IV#-^&BjDC0mHae*g}=-Dsd_u)#R3ZdO-}<0w4gCmMYiz
z571QasOaweJLGrQX2|8M_BB`U-48eq@AThlQd1=+J=bR9tL<Dn5W-*FqZ({xl#|gb
zZl<EQ=cxfMc;!1~jvV}d{qA4yd~7q`6BH=ny|~}b&S6v;JFT=tQy^>+_MMa+)0$y5
zPWyUcZ&AuH)NHkiJDqnz<CQtgOlCm0o$oXSjgldshrMWZUFPiAvs+PB)24Y=E8m!)
zYN{Hx792*cpcd{vAmhCD#kEfkCHj08Zf!XC8H?qG8J(xNLzumTN5};u)XAx@vP5`#
zadhPBg1d@lAhK51GA6vjzD<j7r?DBL+TWsz=i@NC{OFu=-<-ZHvNFH-P4rXzwZsQe
z{s~Qa(ET8$D~~nOATk1Twg+og-EkjwMu8b*+z?*m+A~OhtDI)UY=(R{;6O%6vWtmn
zG_NH-^rswv?{W_JXP7;l-_r8&p_~aLLk<aGaKd-x3yNL~8vwyz2;d;ddlR6Q{Vv#r
zmmX1-tw8?_09Gfyiq8F(I3w?<f_PN)01j$NUJFIi&CPw_dX0pf&P?YEXdaJi5>O``
zcC9mMImD*OX7mL|EHRy27~`w#NR|Hs0>R-0rNKp53zuUcrDkS2nX<@>shMcBY2sO%
zOYGRQkw>L4lvxZ&DGA73c1S5m;$u@%+5-dkOf4xoeAyM;(G?XFYssbLMbz$$s_Xbi
zUFQJ*T;f9_F+-hZE6H51S*hh081cU)3l~KKk+egSq3Ne-TWdCGcS+pj7yDwpy}UWj
zTKj`Bqa2`GWrjj<cD<e$JlTgI;C}oC(wTOy9)9p?*4L(Hd8K7_#Vm2*KY*CV&&*j(
zJ6jObrm;X5yinBA^;`yzoKsWO{JKxj6?`2#uV0Le6#U!LFf{nRQ!G{C9uHn4Xza6T
ze38)yj(GJ?FM@Wwol3{4ID&8;JZ2K#=$L<;3~d9AzDiIJ50>ej$g%OcD4SOOqJ(&-
zI;8LNqi;eWKCYi@pMN?3VBYY1F{`#vw~ICnwp*wRI-Z?Py1eLKW#gdDPH0~=4S+q*
z0J*_yp9agv*4@snO8j&iMh(wT-mEY&sm4{<H@tV}VvO###5dRq5Qdo`>b$zX8<G{S
z_barQdqS*`szLDGCw0Qcjj=-x?xB(U_FmrP74hW5C`VbgzZXGx8?R>wN1emQaeWsc
zdRzvLFLH*Ccf3z!XA5IT*?%;?%myA4Z(a-22`v6qKtVn)>(DAiWEzAsSrh0Ov&1fT
zq<dd|Z>BWWK)GuC_DN|tlVr=qMtglU3$f7KDGyxkWw+QMME#qPDG;fgFcp?5&+4o!
zvtp5p(rSH*;MXw0*xRunIuO*miav1{vah_9kbTLkcsL-#ye<1u^g;2tCQDbaUSjDN
zdfDbDtBOlK3mU$BZ>a}#`|U-gJTecnuDprW2_WoI$Za$wiwmmpjSag!T$J4z-p>nW
zQ$_&YrO;(t#wxbQN*(JWa11{?Jbs!^Nd*TslSrq}zC9364~>sbyXlbToH)$T45;`e
zzV0hLVg6_J#hGE}4oWippW^76!<T;{-<k#wYqsesZZ<PO|Hc#2EG^gR-oW8v&%P%X
zcS@lSM%Tg{WDWc=vK|z?TDf=BqgAdHsfw$rn%wLjw>6{(1l}wxy402wul}oC<a53i
zTKzF9b31VHA$`b0J8yx1A3}ZI)7GRlzAH8PBIA=k>1YKK=%fHm&P0<vIyxzk!xRjR
zz+^YU0NEyB5EUw2Rn4duTUkMK8ci3>y*Q2+br?nZ^>MIq+|1dfm-bKuq$*xt_0D1R
z9XiJzihp8Q9y9r2%WP~EdF9!PpTJj9c_^Dh0My@=oIXA6gt>z}?$!oEcwlRm^_Au_
z-eCaK^Xmv~Kw#60CY*_QjI>9^|8v-;WVRwrfQbM^nQ65f4CRNSlu@cId+v8uZV0<#
z7)BeKqDykPc#~qk4^3xb13+{%2j6oqt@5H;@=~d)mOB!m+8K(jsK&HzJR>PlsHp&)
zb~;<Ji>Pq#ISNvp$Kap&oAL1QqG+kFgdDShulSb2y@c3)owbYaW`363$)V94)uQ8H
zS=W5{{Tx$}9=XC)HLQi$>(<{_22iTiOHLRjfGKJItp<=I^6{nJ7_B)Zm+%8k?klDn
zSu=XWb`F##M+%~2w2fPF77a8?a6+tTayryaS(!;le>)v|)nNH{@92D0LcqGZ-Ay^>
zI;M(P3(ab`E`*IHy?}p7)WWA8!P@$yL2$6us@(Uh_TJHH$IYP)B)Cc|&Rn7MX%3S$
zkV1-MaU8{N(B-!tR{O8HA_<p|I*_@9PTC*asDMEJB(@4CNL3b(E#+fFS<lo*w7@Wl
zy!<Vpa2Sm=-2}B*v$+t_icRq_%{Bqb<;&;6u^=XZT+^A{(Xn!k&gpqY({=WeCap3x
z$j>#M{q-M-1yGq)|DfS$a|#o}*<nR25Nj^|>IVnMdkp5bLOGf0o&Og{&X2E_2XwjB
zhbl4VHwLibLGWB~x+h$)x;mcGVLBhk0aH5F*H0+*S3XU%I-05y{9LiV14%GpiUG=|
zBKWft;FX0eaIiH~JWc@~iBM4n%do(J#o(0rsbicYRc$`Hl4tYbZphRh*!Wc&QArgV
z|BC%i&gB+Y>M5B&v%L13UX9MrjLRzRf-`9dc~m{t)JG8q2Ffx%$w|wmd%SK{Bop`L
z&}arA-1}>I)jHRFV`$OyKD}<d&Y_%VD9u?&&ct=#<bR2=?YTp(XO)g<-clk)AIrc(
zW1;YAPSeAp-k4bbeJ$S)$0BTuW2Atv_=;PbSmVSxLeeE#GMgU<MahjYNR=;b#D#0H
zWQnOXi+aT_B}Cugmhvtgv!x<Nw5Uf3@SmZ8T9>ePa%HuE))XoszF1DD-B}K2MD)zN
zvIFacZ&)vzX<_lp0mKcfGxmEQAakQkPw%f&QPisBkA4Egvi35%(_}(FkxAcH_nWP5
z&euqo#I<<OZ;$mBE@j{ct(NF@vmOET;5BbK;BH~u4g@ZN5l1tX{KWX^lH1#&F}H7l
z?VuKrT>9w#T#;QGWN$WraLYn=Qva=Xfd9aZp}lRv+}ULcKXWM>qd#40>g1G2UM%1d
z%=O`nm$52)-D~veci;XquqF??Jp`7EQ!!zMz!8WS0C}kkwY5c7qD7hCa2mFn5+5ft
z;(GH=mVAnGdKB(ol>A)Eb2qG5JDJ*OOKEp^b{lP)isq_ZeR`jVNyhbdx({*>S^p>5
z1;wRa;_L5@gI-RCFrY9B?5?NGR4$wT#o5U@)T9$e#i{0FD9*~~J$i|f{E0We0p}pi
zn~<G1=fqD$q~&EPUReN`{JX^RGUJ86Q3k2qNz}hhe?4nDQI6mp4^FHB^ROAp02s%F
z*J%;m+81Vbl4QEuOK(jS(u7hzCIF3nj(u`}x85zYT8A6X$~5go?E@7n*PB5IGCU8{
zm093FnvHPX2|ETd!Erp(f{odYNxZ!LwPm=l6v5FwpEgpy(hCZ-mjD7D-F-d>aWhnB
zNO~#b1ZRg-O2pIhy^UyXy&bQr%I%kNv>;yE5#me5(cS18Nh}l%#n*H!9k7~#?{6)H
zokAQT^mB{Xh45`X?tY^IV9)4GdDGIag#6+#8(8H=s!uRBmj<OXL09uz+N-wDtyyJ5
z63BP>*%&4G3F(0uj*?A3xEr&!YRlRk|Gvsp+#*Qss<r+HKxRTDcS2@S;wt5sBdogb
zfa7emtvX1Ovr7cp5M9UBk<5AoTh}MML78a;PyT`l`x%;i`>rBt!22v!^Y1{YHILL}
z^N*Mxo;PC801x2Zh;<A`DiN^e0*3mTQuw`(8-VQL3Vc+ci7ad4#$zb^4iLq4R4I3q
zUq=B_4Fiq^J6wNBi*r3Q<yCl;b&uJ)e9&Y}c;xZIHuD8e%Wd&Y>++B4EX{{Sv^e%b
z_WM$)Lf1RKwGln*=9hRJZS%M2uA9?a4JR4L=cDP@k-HF#e*dIveD)%}s2k9o+;4wW
z-i8;8n)sAjS}~l(aPP^p;<QVjF0RUGD%@M(YXz9!&t{(K&lls(zZ{Xx?jR0kmyZb$
zR|4hBMPwr|m>0VoK!?<P+5R`?{{hk;pBt}VSU<QU^`~g~Z_m^tuZwnTN7rdl;Ha~2
zIPWqGRQP6{T95-}stPwsED0!SB#^cB-NS0KVdt>BX+Ua3zEHpt5F*$Hz*G}w8nE^4
zMr7AhUxEiJki&nDvY3$FlEiqNn84dw%c}#ox(<_a7a=a$JJ+Jc%~WAn&K3UY8T$y5
zeGiUI>%`*f>h2J+t%;J3C&K6gdFgFYkfozS!e@I6b7Hl7ZP}4W4N5<{r-anL<%(?5
zZ%dYFf9?C{t{C2rBK>{~B=(17#zkXfu*V@^j<&~24!Uv2jEYV+-J+XV7>wR8{1@}E
z`%&BmYN)-vN8&+poaK;!3H8}UUfGN7{|3A#*5$H3Gx|PRdT_?+%~o1`$hT-G^nB7U
z`U||PdKIOe<<#_Dkl=!g{AhFIjlI8COh`BUY`?sK%s(sYqr?Pcnl0#RBq5Rc->bRY
ze<Z1?&DfYVTt&j?$C82l4M*el^U{ut2}r1XFU=_YveL~cSiFUvVa8MZ*NK<GgL7Z_
z`cJwG4?M43i+-@*?aH`y&uH4}dUc=FHtO}rr!|1}@3FEL<DaQZs7V3+_n%aub@<jP
zSB?;+nuSqq#|W+WOy+Gnx2TP?+}M}V(aMswa?<h^P^KI1LXZ<N^kOt#iSnE7gE{ub
zVlT=jzJ>swahK-^W0D4_sOk$C27)rW?#;*Df2Fs!w!Llhx5w)&8EYZ#HP#7VQGsH{
zYH`%$1$2;BW0D^41_6@2*sTQ&#mOBdv`8ss*<}+1kKDQ;eAXKWGq^Vc`^jDU?_Kxc
z`}FlINYB%eBWh`tg(glFm*VDV(AOzIZg*-Ib6pO5M^jp*xh}g_H$dPx2pm(@Mr*(n
z%S~9z9ow}IvMefCALx9O0*hI(M)`(Z8H_yfT`)M7s1z_bXGxhnJR^q9xuOc(f=R`j
zdbEx6KH%*buamyG!%>5JRe6ql%BtO5c|K8W=NB=U^07)wTbI3;lyJaGz}ApX)ly2C
zN_1U1R$~2WUCa5OA+M}jyV}}*K+R0H3Em@e+anpD*fNK%PB7ZVvgyeVPj-o2Vi;Wg
zz5HGH`}c2qq$|(3<6iUs{+IRf^ZBv8y9GOF`dEd19HbAf?wAANXJNw1gvx;F9n&{0
zB2cJR4plh|^02Pej`A7`MWM9$4;+B$&waRNYnISS>g$AepPwfb)dF4T(hK<0)1wno
zcHM8IG+c33#mfn@hw3_y^F-}#Ulrq}lRC`0*EL+65N`GO;?{$5>7Q$pmw3d<tPcSo
zb;-Jzf8FN+4Z%Gg^`H9!Uc2pMH>GWB638_<sz7-TRG^JP!!fX3)N~2n2Ny%(NO00L
z_CfQwq5G77lRzzn5^$%n7_pe~D$FRuM+4|?H!j5I!i6mmuQAK#o|$=LJCo{d_INDV
zi-nQX>))R|7P$+-%Y3=&kqfpDFCDHODu!jsaeD6D27Kqtyr!Rg7C{w{W~T7Q9|I(l
zyrq7rH9@SRp4Ma#(C?Wk=Rn;h1DoU+gAA|M1Ace?x!=JJB>_GSHP78GG_0kQgne7Z
z$EoPq1?qlDW-<9zY1}vB;JnL?q45$aWk1Qwl$P&NHkUP~Vth)H#s4uW$qZ5lzk$;X
z2L25GW|+*DF%*s35;GekZ`ih0(Gu)F?YxA4azI8Pjr;e6G3|4<__JGSvBST;f<iMN
zsnbzn@-Ol1T&Fv`^&m6$U)#PT)Y141Gut}(!BMBlW-+?P?e<ndeguJA>j%#UjfM=b
zCTQeIrSZsbvE=*-$ur!NQ3&H>5%aL#GlcX-CVcTb<U(8qQf=&lt2+er_EICd0_&z!
z`7;~LfoSV_cn1t2cvyqW1POi^UFxU2+td{ohbNde>deo_wl?y=7jy`8yjst35&rG+
zDhGFU>#TuQCLRD2^X!#8MTX1^FJJkb$I2Y-AR}%jz2*LIKjjN^{Uhtr)U;(=)&qmH
z%w9>Bq*+6JP+4Wj%d4_=FNZQUKoR09F@{L;Lx&}`rkCWl=?^*!*m?r4%Cd3abb(lV
zVY=ac+^RZF$XBM)H9saz16kg2hRq@|D~3K?C@wp@+VwylQjF6wT~I@Tn-31lgu}VV
zz8H>DhGr0yWIQ3#9Y=%xmv|&oy^XrDaN4<cNJsaFo8{O39F8roym$CXGhp9fY<n?M
zOikkkSc4@_bUTVqINMU9?g5ZOUgA`Dn5ta5J>&`k7sCTe<7j(3pLa2lK5JdfR06FW
z=I8p{Vb@jcC@vzO^f{jdTQFsS=pE&jrvez`vl(bn%z4p&YAJ8x{2m4PLBw1I*F{}R
z{N(gLK`6;@6O-Rl=pgJAeR~R=zn<+emld2RMgFB2HJ)bU8Zy~+M&9;8d7snKZmc97
zV!+~V57NG0%JoDUo=l$imh+E|1p@$|tYh%)#qn`ZQ@LKvgr0jEUJqW0o~}V8Pi=T@
z{eMlc&-IIgLI}6uG`GFo+`2I}u~w_f_&BkthNs4~l%2aHGhaT5Nj@KqzF;$CKLg_j
zBy1?bG(4~Ad;gyF?~{mo)A6K>fp5zg9(Kv_(|(?m`Io!k6X8rnY0|34%F9bXPxjvw
zu<+9eoY_g0*tYy5Msn3Q(pV`M32`cztW|GvY?q?jJyNn0xEM_qp$qy`<;P3Cb;Liz
z(tvs~9WonA@`$>uW2hgwf*x>4sO-N8DgploU=^PDeGpfar|6%H|4}rQIg_`%|BNrE
z9H2L$Apy9~vll;^QnY~sk&YMU8s4o4|M`WOv2KGEX2>3mzofs3!jST(<&(2>7e)Tq
z(x#BI)$%RN>7qDy{epmQ{pz5%&#q24t4gjIO_wv>;02&-;D}de6Bu-{>Xc&K-?Qr#
zAsqujY}a^gw=91}{bKnIE_+oPI<W${S9W?KC6(J;|LpHyItStl0+fwNBTw@&%`KxS
zmE}*SzWWDUt}W!vE$r5YBt+kZ%gc?7N&KWY*#0*pD=cPq^_kbpuLgHwKklz<4s5i|
zI<om|gKQu!QutX2^r;m*e^(VJEdU8RCR)~Om@vr$W%Pgl{X0~f0dg4nnIog4$*W+u
z@IWsa!TpH)Lk_@L4^%uEly#}@>J9fhB^$rdF-*<#;-2%kLaHBaSaRw3IX;X+%H0c$
z!5NLzMWNUW(&&-Ue94^`2MF~Up%|k*G^hMgj~c&s3$7iuhiKy;*E@Hf0BWt4e8k@+
zs2Cl~a-dZyE%~;L(ad34zOPX!8{fxoJUaO`+ax#W>n|C8O_FhNLvAvbEu;H<OXFUu
z!u2lSYfc~)%*j%c4bx(qmDWC5`V5Nrb=L#E=->c}Z<~k7bLnqj_7Q3gc5v(v#osNq
zbo#aRUbWU|>5{Axs$BO^E@Eko!?Y1{Gsd<uyRs_aSrN<>a@+pdBT(S`P`d@zwJT{0
z;%D(;#h>zhdkp?8{|C75ou<eTs~DjC5gqZghP2c`t?}Vf(OM_r$V0}`j@mZvfvTwJ
z0|+_KHa!4l>3|rPd64G(Fl%gX_7%dfv=OB3N0P2{RK^DGU9QPoT#*+=e74-J@k!o&
zei|)e1z=u{lREFf8LJ#qvF_tqjsfjDdlA$QcIOP<0CDbuB6pb8?F;$^9xAPF+-lPi
z@iE#td>D?~bE36Gtd9U2<UDfkQlo#(`{<OhSV8i(3yex<18j1aiy*v&*Wzut|1iro
zi<XLkSFe!%r0t<en^6rlB$xf;c4V1XdA@wl6673>Mq)wEcsnR0<yKU0qQH?>5-)~e
z%yU6f;R>sR*g6xCUE#_zPausonfC0q7=WK9&NDX#0L*XnOoJU~Z5a9VM=xV}E%;M?
z1RNbX8Ev#?q%Lj4wt0Z8aM}a(7{=%(+Z@%drM7feQS}uIdHq$?_Z4HOtENAAIpqY}
zD0YZyKyk^7PU33(CPN`RvJmlTMqoFfv=!ll2Qo>8#Tc8C_xKlE5FdD%V*dk-8hQJ>
zN)8-bs<n|yNXOEzLTT=zGhghn7|hK7&+Ckyl8T0R*@+imgaGwy@cK~MNb%CW=3LpM
zVMVWn?|*c|SEe7$)m45rl2+3uSKll(dCdF0#*3fREk4y(y6kkm<%X)Q_>gx&W}M(*
zf#bu=Pjxv<!!s4=fg|B1knjn4b^gEC6nLN0>xm4f6rm?5FvOhyxomi3BH`8_$Z*Mr
zoBSp_^%oGz6d%RkB7QB?bTCu;P@h$bQ(%&hO<240ZVL4#S~boBBz$KTKj#j%YVBCj
zePQK-M!YMi8#(|}Re`nw3*iqhr4BNRXKs1&NnG0k-(zHbQnp1CgU~5nHFQ5qI|{py
zy8Y;I`!v=u>oZ`PLE>u)sqSF0wp8V*&sIq@<aVKWKtr4B3hI|&!93&%;+6F-%Dna(
zh&M@-TS?l)&oUpKaEv;pQ5Wm{Yr2id@gE{{j4G*qHO&?9oZDVh)9fD!$?tBa%MBc|
z1fN%?^)ai5hB1nLzitxQxmb3*e;>5>@G<Htb!zqvq-6ujt<~u>I0+ZCLV6$56rOO;
zcyrV`y~N>#_~Sn_adeY!hT_zBNsq4eTzzHsSL5esv7n%~QN|QnC{O@G6~%WLM9)Ol
zP=&01>=MnmJeqV)3k`)9!}5V7enW%`AYbl#y0%9?MMM&|d{jdub^B2S?<4V@$Xo6P
zlW_7L=d4b?fz`&*0dCQEF^a=y9!b+rgWW(6_H_H323h1fV@CD_3%3M*<fgzsIC@l&
zXB>A8!A|Mz#Dn8D#Bs**Q9gbSJ+v!<cUaSQ!<&s02sSdV_z;s=xy~n*SMd|#VGUZ;
zgA8Qj;gW-2eL(T7E^M5Mn6Qwd3_Q4--rRZ`@t9;5@wMwMS8K`#x8LCnr;E!Shr*)$
zpHd6snFY_dmoJ8wt;kU(#-4n!4=l_qG!XI*rHrZ#OeIRl@Ecc}h)`qfr}r<Cw4gRk
zNM-x+P^!()GRx}*X|jsT9aFq?$m_VvbZq>6U4KCz^4MB$j~2V%`F0u0iJb@DXdA9Q
zG)y&IzxE8^ZT$0Z2i%(PQ}3@Kue`F#-%H)os|D`wj$Yw|Bb@u!`(5!=ozXOi2sa_H
zx`R+NjY+8H9Y=nKLTKY$agc_9NWdA?ocwFQu__-g?jJ0V(yJB}T=Y=(Z+H5J;y?qs
zkVonHbiO!u9b1-0M&oN{w7~tUv|DrbPtHFN{t}-m*cymG^Ngvq7Vedi0jwo*3g<DK
zmu8HdRD8J`wy>FbGu)v_>{CN*o{8&q@xOZT&S<277UIr~of8gM2y*XoboE<C{|C5%
zyR1HYr{Kr#Jf)@t80F#i;mc~zm(Bi?m8Kv8ofOr6!YG%0QyZl@v<4f7L3CZ`s3&Vv
zrM0zo!?K>666UC}_~$^^=Cb39tM22gIV*>KV+TD8Yh70#_1qWo+KPM@9>?|1?r-7e
z>wNo8AF1;D)TSnnTDMi)y}tH_?jd>V+BLTmDQM4Y-TPrDAHLq)m)x#+r@45Y1&RDt
z{M{e>hYx$Wc>U(hHlN{Tw7UoHMg0td6#X)B_TyJlyFXE+bG3op1k%8Y=0Mpd2%5&r
zJ_CMtoEVif{F7r=*SguVAJDoKQPysA#V$HHt?mi&1=-^u7|}7y<byT<hdI;iehP%y
zh&E*z^T1oREcodqFfst7EDcrTZLCh=p_clXsPpm`Oy?_dGfg^ksgn8Ev)iP)1Pcvi
zcjd4yaCXsM%j$ai1v+{FYpR%M@xt7hXxZlS3e%{@5i#F~bJI-v_Z<ZbYjc*bm?4l4
zomeWfwG>@hz3>|=6-b9xiI7EgwJfH&5^?th^T<0A#FA4m^tE|mj@svZuz*;t6g|_G
zc*5f`PbnsCopo3WM<CQzAUY5TGb>}}=Xvwl8O(U8$l3XU!gYwmky}(vDv$e~TI&TX
z1k=o;A!p}r=WOatICnWEHcw-t>H7!PzK`sl`F32DOFLKa%(>W{#mJWNO!)EO8lvoO
zBlJgz{k@)Zdt7VT#FAZ1`-jdb8|@uLyT3(4O3|IhW-2kVj>F%^-GWP>uvAGvA0wnK
z=vZBo?Y1l4N)W%OWZ4B6TF(`CEgm@Etv^QV1a^O%2dReGJ314xOwQb~I*aI67Ea__
z7Q`&O7r0<0tR{*UXd?{`2YWjQ>{|xDc1P*bl*BV3GYd;q;h#q8$u7Ye6s_49A12K-
z(|x)&tfS4PNb>>C`S1R;h0*yP`&IwC<pSELbqVdGT3uI1!H}ZWTR(g}bRzBUE|NT&
zm>~9DD(`^rNc65&fV_9U^73)GxWVSzVirNO4(7KE1$Umu+m=*qD5v9K$zW5(Q6&W#
zsoNJ?na>Q}1C}H*RnJ8a>JrvF^Zgrb+^huYSzFZjw)2I8`nA}^xcCFew$CqraRaHc
zGHq^uvxI&t;l_*7eOh3HJ_VZvqS_&@kOJdBN%E@Fo=0-0R>qG6@-c~tL|wB?KD8>W
z)-bC2Dz)Os_cza5v{BxuS$H)@y0PHL3pScbB(Kx(l|jfth<e4PC8^NIa@(!v-(L<(
zhRIpl4_*-T3D0<_x47h7vk~auYwQpRh72Uu^5*hlDXcISMxMwa9zLVU2~WPI$tVM_
z-aZ*II6Yagnn{k-lAkk|U;;!aQ^8U(io0@hIq?rBML0gcDf>GyGZxSwRO$F==2(W9
zoBO41u=thEPmEos4Xj3_(_`OJ+xF#|Z3`YTI)Y4vJ5u>GD>xHNgCGDZ+~ir{Z5V+e
zjm1yX*irA2Rrcjg^BDnJTLBXvEK6rCMGw%MT#784iLw$=m?Gg12yh+y&l@To{=y^l
zn&!I-uU=?83)&q)%2n;uRIL}unbqf5hiW9!y^mwP#jEf9`J~DHKLGUdX~Lda-N%{O
z+@n36#S)_BSN0yI(+0N#ClY36r@QujfPO*=uhg)SnvtAV(*T!8l8EhiElNwoqQR2d
zWUq;;ArfQ%y%vkMUJAbNlsm)PQq4=wuEMLc*rI(MccF7>6!fWs<5Iv^=TZIV_}5FT
zk-05ZCD`|o)RJ9C<^E!;s1(AgpDuzLBLrXf2#4#n!{=|+h@z|T?3+wJO?G(oy)5S9
z6h=%0`K2e5X*#^YUsQE5EJ86>%0j5nomX5a?V3h?zKzvXrcFey^t1FN_%-9itDJIr
zmjqO;r2^W@14%?04djib3ls86%R-O)>mBFpG*bE9-3Cfv+1NuoG&>7fySiabZCpVN
zf0oVO=jW|)P~frBG$ak(D+QPcOKY$^_}*vWCAaaW^n%92hxaG>=o30^G+|2AQ2}KY
zhc4jC<sK>mj`W$xOmTzsF|ooitUw_95Z|o?w{vgxV^FPI*jBOKdhn}&AiW=$#M7+h
zQk)OzH201Dyi-9j#0g)Jn1CgFK1w+|eMC(sh8bD=8szH!2nQ6O7><RJ_0>K>OUc_-
zH`{P6`;~qTi@B2)58FPhGzkp`2g8;L$hsE}<Mz8m>J7K(vbp(b;s%`;!FbI7cO?#0
zvt0Yy9xWus4R@$%scL3}+K^Ki(y9eFrDs(TyR1!NgUkN2`qLsulwUXhgna)GFtQ>v
z+AWS#b+s%Om_5A(c4=L==q%G&xfnhYgm0U<78uaP7PUngHwe+IUIG?S`)N(y)k+8L
zE$sE~g)3Qx*?qbPlm~Z=7^-sr)+}TB2Ux2{JUMHI^upN8=uYmH?1tQUc+a@eAYs$;
zR<N$%k%6DNQ@s9#m7z$2<~3<Cp3ye%!_-}^i~3fzK+L*=WIvm6+k0_~J5AHS&Q?pv
zIIb0~^Yu-yPHEh6Yx<dEAVt6*^^OruDqIMa_5p&dC9<u<EQ=R>TYVK2jEfZ&g*6!0
zZEtKzbl1$43^`CskW8ecag(?n4`<k!YPZMl*DD?!x<4@oj&A~OEHvEsKQ9L8%>8y~
zbiRHI_6inM7@{kLS${HuqkV87BRCz9m*ithQu$A|{BQ0SOjRx-p?*LnAb4c8xcFXc
z(0y;l6=5=Sc=3IpkcN*yDnoe^%$jcAb8o}#j}9iBPh<FP{fnZ+>I!+m&oCax2VYh|
zPEaL!_<5Tsy{{4ER;%oZS*0x;c{tV(KZ7p#GRH_Lq^{YNr)?FSVT`Kwl*_7L{D~{N
z;L!0ii<t*mYt|^QVld-eTaW%#YV+?iK42OD=yV*H98ediU*Vq~KfY~e-?4Jj6lj(~
zI2#&`=GNQ12&a~+x&-UB5uh{*q6>)T38am1M?i3Lb!o13?tR5r{^Bet-$CQvv$C;Y
z%XCBd?fuo}id!D1%eRs<qkjzLxSqUrT8=nr?D#-?6*kE&CDZ5K+V#2)E`FUCt%C(<
z&3O$_!+X<iFDR^4Cg)4nl#Qdfhxc#%@A^$&qX>c55I<^+iC1{SsoDgWzi*H#;k~{{
z4bAuw`8K?3<|UrVVV|ASX8WBs^H7N(Z7UOr+Vy`WA6fq6SBv{H@#@=u0L-6{y61AB
zo||oZLUCL|{{aTb-9YDRf3r219ey@byT-G30DQHSyFc=h)K|L0tv3+n;Z9Y=!JwKj
z#KuCHUi`sF?{c~2FE)rN<%0b=N4fF7@lOnxWcBPp&Y~*mY1L!VTdl95LLXiyaEE_r
zR%2XiOpN((w>$B^LhgjHezvQsDfqc!aPD@biQ7(D#IVJ1@c`dVoM_)*o9w>yDedyz
z`jxf*(YIGE-^|nuEUov=bP&zRpP;ZdUgB14bfw<7*QQ_X?QNBmaXVtHpW&XV=|8X9
z*F5^s-KK&@sk_SnUci%Ukg`t$eSgP>hdTcKV0o;+GT2>xq(JyFWo2?ZSjYu#77)aw
zzKvAgK?OqSbB>afYv|T{C9~RPD`w9EpA(&>LbC4_kBnS=axqmn^Nd@wNzO>(c<p+?
z;SpICZ)dM)qa75z>s(tGSi1{TB{tabp<*QiUnBH4lGmK7vU?$L$}z9yrKjHuglu*k
zT`nJX&J{A<L(NXj(fGs#8>n;<asYjyDOsT^p|Umcv90K7db{GM{{ZWnrr{c|ob0KA
zI#_qrW{>h9$B#?x%aV7i<~B#FMc$NmEDBqIEM_-J{!84IDxc2s={S`Fb)OcWM1IM8
z>fS72tKiiCjv<@K-|vfh|HV9ADaRVvD#Rki*2}o5`gXbj#gjIZHV$ihp&jga)7>b%
zzQ~PNN%gf4oZifeAZV((^13Y-^wT`k#4G<IkBLR>hwEbMg$Dm5+UBJKFY}Y<n(XHA
z@V4;id1riJU7dgFUulF@J!&SbZILJv)-(Wg!lZ}i%YS5Nyg10NIAAsL=wZg$vx_VT
zdiyMcLrTZLu3digrpHhGy0g<922XL!$2jXh^(o)@(SB0j*!2SH>_PAG;;%q<4e#Dl
zG_Bs34Ik?qV)^>Z)z|4Q#ZjUzmgt63DTD~VFDQg<<L9SHl*PAcw;<11<-xXp??h0y
zU3W;uud^fi{0H8>4<9d9N`30c{%6|eF@o38-rO;u1mbDQtX>M8GS*cCpDXxOmo!}E
z2pVv+{>mbkcJJ<cJDo@HQIadY^fICNP2_B?kxl8__KX(Ov}vna`p$LWq#ZLi=UA_B
zDeB_>7UyJGpMo{7QDvxA@4xS5f6KoqFr>2Vm%rs(1<0MG4hyfVFX7s*iG;S~O}E37
zqWxWV<J|z&k`33v8tgL$_>6<j)mJQ1op~njjZnMXx80QjRh{;)ov&^CHS}ebM?Gyz
z-uJ$@ndC60-i{Q~pqfo;<?Uil^Vl~c{>lE+i9(O}*i(%>cHOTw)E?-kEnSQx{RgnT
z{h|tgcQ%gXvApZ}8s=UR77SV}cy9C*EbdJ(X5FX|Q8o)u^$ds>m#hK0G`(5wzHJ8n
z$ytpc6bQkn$Qb#c+!cdhqt7%?+vs~2E0m{Ctmoe=_u}#wZ+E*lXqDM;6{m;<@4?>9
z+c{|(@4Gu73XWJ%g%9hfj%JOd{K6ez_DniwlD?Cez<wW{*PGX#@(OD@rklPCrozNr
zLYvEw&!bm0Zk*Ow+r106wLDfPO#FXYzh7VrtkIgc@0L;-7p4S4`r`BBa1OVP0@vLe
zO1IoGH=)MrDdpR4Ky7<g>@{BNcj5IfIh_7P!>qajnY$<cWS#{v+O1t09JC7?s*U+n
zeYsW-X>7{SrzWoiNUW6pv=IYjHv}f|Siz023>AkmGM{UqnT}6eUVdTh3&A%{v&mT}
zzaQy!v6~r))B5{*di^=HPkKO`lZMGKlmgZyh)PxGVB#SdTf~cZNp6!KkK3g=35lfk
z+Z6pDPnl5sM1VshF3YM<$;A#{c!V34R=}fPyqeSd)bzU3FQ|db0sp1Ev!h)w*U<7Q
zw9221(C6Fh$XCUZFl}v6cy)w<Nl~6$k@$<{v@>sWyWnMYT6EtzS66ekG-Ki{<eJf8
z6UvH4QA(wYXJmw2?Q5p6Btn8NnDoYPRK_17|80Lg+S+g;pZ<LKAsrdfFbmf@-rBZs
zN}fvgh!Wth>T|bh=U>Xydh&Z*hNcY<3=7fPxQ9I;og3t<fG`?lQ=)#ai^Jn~-t`ju
zdvnJO7YcdpDOpxH<K*cyxf7m$(-MyVF3g^DZwYO@QK0jN?N0W;3&Fjil@!4}elw@j
zrf;~84K@E|5luGkU?3PAF9d^lM7!0L?Oe4gHtcB7I<P&@5yp0J@MV0d9hL>83h*Gf
zou$4pB%wQoD^v*aOLWhg2VMi>(YLBs2s_(>1#h_kuf<jjJL`83-s;7^+PK1xNWCUi
z>X_xpTEE=}RftGu*7t9*5&)=U29F#vfl8*OE@m+vCG2Ss{SgqWi6M}B)lilSqiSYK
zE3oeW9a)O`wZvGK<#l2H9-)okfkhdz9_JS3^3Yisqo%4O<aptkxjfd@N!}7wF-8?O
z;ubz0O>_L!M~SDQ&bvqG7!!|*TI=_x(lVos4t1}L1HAoK&{f9|>l+E(%5_?+FCvR`
zv*6g*;_JCPB++Aj(PMENjpuf*3G&7S6HRgbt-_&g<+ef<?Vg-wf15|+dycy*CV1h<
zJrlhDenjRi6|~bk%2fv_L78^IVP=7oRf)g=t5XNPFCVq24<e$+t`y6)!`D5Ph7+f8
z#zg?$B5`xOZ{IOdJ|n7kex~V0{5Tm~Io=cTFATfw%r3&Dk>2yB(5RvBG~hNh8N@&B
z3`;WnF^R==>_7uQG%nfB6nPlMZo)(vd9rt2JN{Pp%jTdZKJ>4SnI|TE;sZVyb4&ZJ
zc@nQ&8R6xE&K=I|INE?9OJHcur&T8cWgWWwqi+jTW*o<P6WA_)6Os!n75kJ9rDHF=
z9?vALeurT2OTwB?U6aQ)w%<g&rTOIXmDM}<iYKH#o%HQq^X|D5{;>F3Edg6Sf9la>
z*M0A9W7VoyJ!!70p@ij9K=YP6$#JgL-j-Yv=V;*%yg;g=cPqb=ZIByR!1*MjeJzS%
zAx?08cFB2IVK=YfP=v_LU)tuP%c{h5B{kS}<kD_M;^q~u{@b6gSljo;$HVz}W(5B}
zEsEM9D1q<ZDKdCkcxOxBq_#di_#z8ux!hBXg%h=!>{;crVS$)cwF)n~Q<_sg$ePzB
zzV+ydLGQ`u1iPNMjKh5+`$iwf?%sGblFR+)aGyc;$8zbjvtnX2gk0U>PY3{+c@bvS
zM;mdidE&MO{p5=p^aaM*u?@XPPCBIPxpC~v!`tsNcWYadV)ICgC}*FKAW2F)N5jR)
zZXyWu%M~B+(Yvd`FSvwUL<nY1ap(mYg9I&g{~#NqL<xD=wwV63MRJ{?%I6n%I-MOC
zY2)2|G-Zs2q|RJjPbE~*#vqI45%oY=bjPw<;$)hN@UY>9=nrIS?m9kLzx)m2(K}ou
zu~5mu!M_>FCEzGv)1Qf(U$Gz%)5DBQC=uihG;{G*x?ca9fY{FFnn7ny&}@M#%DN6!
z2etR7=<FeM$R(5co$kS9=44gVZ26_S{giW1&r4n#<=9k5cYk5UIORC7dfcUw$N=xK
zg<JG&*|zdBGRw>VLTj;^SPU@jJy*Or08lAAJMWI)S)cqcINPzm)bO_9Uc|b(;{NyC
z@aBs$2NH>CT;dCmk1aNfInC2I8xzg@;YCCGRi@Mz=&4O!B2Xz{5u5n;)w4&h&?+hX
zpM#sv0(R;ul;yz=Yq~%EgBW#Ti?H~DAsmdH7%K@sHfzA~bHTdc1p)L+AY}b(sJs2m
z>0<8qQM+js)dudAQB;9g$(>y@E8)v7eydR}+sI$E>z>>m0&6-#wIo-RW%u|}n6i|L
zXS^lbxyAijs7g8(GNW|4b(UOSKKC9DUv%Pd+9Dvs0*|usZebkgZ9Zy8TL+@erTqKk
z)Pt;H{eP?WbtOwxvA1>RLxe8Y+^mZ%vo);s7i+)r!%nBYCo(NCY`(5IjEg{aY`0yM
zh%%A(3sRw+h`iYNm8aCMH1&b{JYzwfikLwxh9@Tx=W5Gp<=;Og5lB7fiuE7-RbkVP
z-7rKl!KIcERf7JuQ=4n+y9ypF&b!K@!8UU3@>r?ozk7f2M(P@d#~j3=_9jhB5j6RL
zUfqoYUbT5+lMX$+{r$%`uY|H<@x%r03oUecVeaJXyDS7(!Tk5-Wp6Svv=?snkJg{4
zbd}&)W7k#&gSmfy2#!3b(Jh%}Oue2y-eUXX_v0Wvd3Ogm+O)g)>SuuIj&k5ihr^T#
zsoWvtQJcOiJ{+s6KYFyM+z`<|O=U$LNu&j2ScFC}zEo;xNS<252eyBJsp0U@VdYx9
zk3d$J_-S`QdZCBi)S{E9nct0@Q<7Yz-?uy}@UtaCW)%0Y+7}S*;E2EXtrw9|RFV9d
z>pzCOJQ`+IMWPFwrVEw=m?%o}aJ|9PmJfBUH!3@K4R4vhj`=sS4r~<MdmbUAyEAvJ
ztvN0&z@bg+?zq(;Rc8=DHkxaU$hM(BcUO98=;GL>SDBRt0|QBAjpV-P;qpGWj6jAI
zM?B!a;&5Fn=`*a?!LuKrz1)x$-EVrsozE%e!v)ktx-3U1cxk$M3Vx1bcpb6=Z!D3O
z_$?Grk_lrDB(m#D&slR8oA(77!p^}Es$?`49Hf)G*Qj4Dt-+gE$exb0%H}n~3^LEG
zTQRcz%y`j7e_@l4e8>2jjkdjYBJ*06|5sIavso^L1eR5kdeyqZsu%#ztwacd;Z8+V
zNB_u%cW~{{O01GZo}&Q&d~|CU22kB_La2X6XzSoNvCx33WJ~|ZZSxLvs>2t$GM|r&
z`+H4Adr$qlS}Q>eNONXc!DB5)rX1Y@+-U~p05?<tL1`@vf=Y2#+J$g_ulV!oo9}qA
z?au4uF3NpFzI)9}676knW!KSNvraRjWii^MGU%O6e1nRL<W;A)fevU6Ac#Eyup#-^
zAn>`OaulID>S+|w0;&Ug{z}z_u=L1H(qeJa`L;uaHhk6)o5&n|h|t>jC6`#D%jfW;
z7HQiQ@lWQTTC1JjALj>~naMLEAI=Wy{t6uaBpQfABZ6Go1bV)aD9^c0Pu8iDI+#SQ
zg8n7{sZHZRf|8?e_{dsAlR?-s#(-edeZyrw+p!gG&MX~^J65rmMtOF_z0z|>LbH28
zm-<e|=#8o8pw<|%%?M?O?PC$@J)yds+xJBJlWf6nBi5cE?;1V~;e>mW)j0ocxojv}
zIQHL_^`5!%n0$w$qM-l6qp04AP?Ob2sY`}GuU*|wQ-8P-^Xy{$Lr=iNVwtH8s1jNk
z<w+}=fFQY?7lDXNGW^$nPRsbJ7bz}@o-EiU_zs2|(7h{m!`h>LCn6>8%USQg6qQ)k
zB3L=YX=<dp1`q_pj>u(qN~j>33`-r;7mIh$0;rErMPI`J_XotHM8Bby1_y+T2YUy^
zd=I?jAtx8~IMNMOfm1JW`iW#a7b?6jOd0M}pS=SN<$*ZMWlB@QmR2Zf_ZX9p_v+>F
z)w*=C6(-KJ$>+8NCU4Ih>Aq!QDn~$eWGvC}78V*b2`OPeEu&6CTshz=_Evqe0Y$&n
zwx`-+uOh3(1P|ZFT~vX&)rTz49I-s%o}#QMl|!DIylbE$oCSN0&D4YxpLt^_*RIQU
z<777;f}h<u?_B4yxL25xTAT2m2f_P2FO{uaLS|dcq^xEB<>ABSTS?FTmfM}tau#0(
zR}*uJSid+jS;$K~W!`%N2eH-z+1HI>7jJ?G*nn?|7B=}hfG{>Xx>*7FSu|J~=_#L0
zCk%zSz+|ZprErN@NGJ=<>;qCM<b8>!_m-zq!F@^*6HkBQIjs8lIE=d2ihBc2_mTH8
zKb=IV%<IP%L3k4#TC(*y^R+%F6~T7F5}=rO0-24N*E3Yo0@OxrhBwV0gRP=FO;lud
z&gZqYZPPC!lANZnc+jGm#4DSwX|Y=T1p=NOk-`OX|C5L_F~$=rS@XS_fSS4-_nb;_
zADoTE>pTHx2#b^jQ%sgUS30Gu#;GdzqYJ8?chdFwO;s$aCe`lVv&WjUnv#ADUKM-;
zsE&<5Zk;x)KeL!AnP1n0&NxALchyRf2JzaX$^#9#q<DVSCUrm?BaEeS)o;0_ZbPVe
zCd+WXqcHaJFtC!cG*kaBN+Y@3N~%FcMg&qBuMg9QM>EQWZHWOP+4RyehVVs1Q*{En
zV0C`G=5cg@)y-4q$GuLuiHb82h$*>%BPkdyOgDieNSd3*Xh~(;xxg!vfRj17)?++Y
zdS$8mpSUU$9?*?lDz514D{Cf2KJJhUqgLc2)2V7L9{_l)%B+Dbo?Sj74S3!4F~D*<
zmtWrOJ&UDtZFyr)g*6jRoFG6&M?|}8=v!Z<qV1+xX8SP@0RK|No6iZEKP<hNX)vE4
zhHOthQLjH<G0mC6W{+(W<J<Ijk<b8??_MGfWai_;t<-x&q3@I82Q&7+gweFPV3-_G
zUcEZovpRted<ip<z{tkKk2l;9UVAjMJoYD}E5Yg--=~~a#&z)ie$O>j_JjCrebO_r
zXBmI_{#gG?Q@m)aDc5&Z)R#xGM>ChO2o?i+5MySwlKFqWOH{Gdd0z%EF`YBQ;i@3;
z77YX@0h^|H%^K7>l%Zd7CyfG^!m21_lxUHY$Q$@Aw|1F~)1)MFWno#29kw!=XZ@x>
zX-0-~yRMlx^2+j;f5-t=gL1Yt;Z^QI4c*+kUXqj7fDTrXMTB>Tw!7>MGZreARf$Sc
z3E<kh&4Enrs!C|NNmmnE6NR1W3O)=P^%)_U*gAzbT|mlR?%2p@rm_9j1*Ulx{oPIb
z;FvuhHpsSLkaJ+J=}s+3%n!SXJFa$^AzYRvtd^7{k@}Rt`8xT9oVTxz%{aaGvQl+x
z!i=j;nGNIGU+%yA#a=*9nES@{VFtl?tm^c$mc4)7v-$Y=6o{Ay7Mt-;w7XmVZ0e|)
zx5{x!*)@jxs8aOKW%&)c^D&jLoKACH!fdgv(Si4tU4w0})c^^OZtK9Mx_jT++U}VO
zhqdbS?~#rvt&7=(yoJxhOcs6Fi)n5@oSy*NJz|ADp}|RLPXcArAfTVnEa2ywH@}Bo
zQX=g7KjE%^fi09IhP6p`fCTdst1QNCqArWvP<A#0&;7`Q21Ar?rp!5Q_#g<Vc@dXh
zvx$y!4DPx!<WA(oM*FMJ+nI0hZ~0HpdamCBRd`vs&ztY}<05oUom>PMXJ@4-(Hb8Z
zr{N03hH8Q;&PF8p=7s93JB1v!iO>=bda&Kmv+`W?n(>=(FJAU?(^P}ZYPrE(aBrmy
z_QZ^U+D1Z0c4L&n25?{Egv<zx(eaXBYk^V&CM;P-w4Z&T*%I!CVe_+xUa2)kq?3m+
zZ;<Q1=kPR0w)2Oj?<|kAS;rpo>ipdZx;vj^^fsj9CkZV4>-<4yTcfu7DQ8~jL&@x)
zmzKIlmLuEJ405mA#9#Vl5J%QDDy-Pf{133N{2$<`rhzsd`VUZezv<t}a@_gNhxXf7
z)GyotFe^%N4VC}STsBW}^Y=$WT?G^PlSoxb(%@krB1zu(Yo*EHr-7*9c=NI|{wD_D
z$z@Jdd#oXU3h$yATnrk5j<)4jlAd}p-IAn4JCKZ>!G`SrWVrQy#y0$P&3Ceosg3$_
z742U)&5xzle4g8cKDLXVU~&^iIs@>6PJ*vsPNwrb2t?6SLD$pV63gXR^79v}$3NU{
z$w_Ri#I-hVK;BF2_$SGcsrwrZHjTW9YJB<?AMgW>jrtc<D~F!SS|6$SN+{;tzYb=8
zBvmS3F21r-iY<^pY1rh!)N5_n6!LDQo!U#kQztFnJf(4%ri+XoYcOt4GE^A7ei)sy
zQ#(|!dRXshOCG%y!W2weIvVJ>h&2D{hzXW%Hx$rIPv&nu4Y<jMf+}&-v+L(p+9*V(
ze$}`?aDVKH)HZ`*M=7pe%OAer2-PkFAFbZSskHLulX?pMM?ntja01hjTx}(WC!rA3
z=6uqKYJHkdd>q`ml%_p*l4s%$+h{x`#x|e|FV#h$m2|1<<%#?xY0{EakkM^g!WeLV
zOC)5o!VmS!JI*$yJo4}3tE<-w<ZR>ioP)S!&4RDa?qY+Z{Two*{anc+#&p3Tx?NLi
zv{HOFr$CTRa8*G%ex{zZ;vxWYE$|DtWJ9bfY9VF!m!QQ3f0c&vd~MlK<}e#*&4%HD
zj;;6EEt2MEC@=A&>Cj11Pf2beKW#~D@|MJlL#FW}u0w7k*$+HpK5vN|#nshDi0?2Q
z&uo_7?RpD!fII*;CMwC{>|PeKC8j~y!_*qou^@=x<KtpG(^F4rX|7uRq=t#An%)S#
zVen(BfKI_kxR25EOjB<)98B-W*o5(+#P<$az`4U(Tsv#&rHQv+@A&evm2WHs%kJ&%
z1O#{%@b0jxlKT<GREYnoD}c!#po&w;JH~+|YI|L5cRq3J<m<!VBNnGyTMH5Elqq}p
zcKYJW$K-e^A<-j@H=!uLLO55msMla9>-NcHXy}7v^HjdFv?qp%!-K#1BsAaRls~E|
z>5wdO)1Sfi4k{|W4ssFt)j~*KX_Gc?Y*GR{PRJe3GrjCOHFDFx?J`ET_E-&TXrYo{
zi&m@Ve$k<DLBgS8lRkEc-ijgYSKr8IbO^(tXhv`5`FYoa^>8CE$TOnJ6%9J6G|77#
z%$`9yi&oYH36W)625hAd^WN;Ki>J&!%Ur$Cz9|)SgC*RYZ*5{mYJ)G!^KQ6TtW5qT
z7w{<pj%8H3ZTxIl_RPdI^hV4;82UpX%ET&hhJt8&fQ7bBbcXb(&(0Me=9(_v#v6GS
zzU9(tYZVT_)||^T0`x_JttJNl0RmVnCYbv#gc^9o3f^13;W;9!m!qip$=b_*-Pl~0
zj^`JG6>tm?>9&c@=#)`baXb-uV_uE;NHq#iTErpH(QR4+>D)6f(|v%|uWtM(aPx0h
zq(+4CwtBS%D9<=Q^myUdi4gWlnK40Mo+hQ(n9Y%owSKZjaTGZ0>2EY@?b%?V!Cc*T
zce-a^ZaQjLt?!F6RULapI5OwN|4c<CAshw&xg_fEHDKGW?fJo1g5=7ppL|l;O9E1f
zg1nE<iGwuu5)2GMR%zP-;gHm$UN**Kdbq%Gg+@x3(eOsdKgql1*P<z&kGQ^xzs2{)
zbo<XOHR{aD3$e4m=WV7ucD6pgUYkIlP3kt6QelTA<hG*eb8~4mD>?6rSLFJhT#>!_
z=c@s)UXO}M&XN}-pw51N)&W$cUWbhQ;<hV^w{cf7t_mA%vyiUDM@Y{<ZAHvN{O4Ru
z3Cqv}LJ=_}8nkoj?2Z?2Yx;Fy;Bfol)E(^q*g6k?DEvQ;pOsNYR(3XbM)r*Cac7=8
zvXVW|K0*rF*_=(*9d}l7W`$&Am2t?d>^liXMEd^j5BU8L_qhAq>-~B?pQm+LGF^_g
zp&_;uq@-rtknS*i*8xQ50J}NI#rQJ7d*G>$_aWf;=UOiFjZ6KtEw#%;zhP>fYnqWa
zb30?>)JlX+SC3fTg=4b*XzFGZXVwL}M~$I4Uwgj0Fjl&E5_Q^^4hpwk<%_cO8{f6X
z6$v=^{UsfsC~Da)P88-D$`G|b_Z=sqCbZv9=^|q1=au0;&aS~tHqhth%3zHG6dJSV
zh(U+Gz=BK=alW~;(9b5+A;M0NQd5d!Yc7M;nV0#m)zNBydU*Pacp1qILi2z>75<qq
zwfPzQ<i%7p)8qd8^2DNEE$x@B-;t+Yfa5)!vdX^XlbYND7{~4VFjd<XQwBlo$qMTJ
z<x^Wq_OTFCpo5joX^5~{iG=!bcPf?WkI2t|DuqP3ewCc5p9$Q%TVA}m8+50CKd67j
z25xAxveba{Tq$Z<q4B{qb<XsjD!ZC$$qL<~mEp*c+e;D)g4R@t4ic@fmaK2X|HWC>
zolRQs-KmnNfC^<7?&oBfHjGzWx!0z-d3UcwC3w+xE5w}r+ZL=CIhMdjypsr^s2s|0
zeep0h<`)>-6)X*d&f8c|D;)65?lIY1PtyEBb6Pb&>kM}>wn|LZbscwmpUTgyu#pD(
z`RAf)^CSKzmT=4vY@IlRuMr1$p=1;i<KXoAJ|-xE9GII<(AGKcyBubMeD`;<L;S0_
zqKNxH#Z<Q2p&nd<#y7GTiD#F-58}?{H8<BqOXL;%e=b|)NyuvreCZpph)~?3q}bqQ
zl@tA4qAsENJ8M_|OLqO2zoY*F44D7r-K)`?zISGM^yU2%tAl$x$3F*RK3W)aRMz-O
zG-yry6SH;i<9PJq>w1Ltr_YzS{{#5G-j(d~|I70<;Xi<A5MF%+cg1zZeQ!{6@zeS5
zg|SnyCbsNNx!BWn=iiDkWq%_XKbOh>a6OQHn)%ha_FVYrs=v6?kHnQT(WqlhV^WD(
z(0~bz6f*G9fS?Svd2|km;aD5ewhf%zeVfI921oO;oBr|Cq6b4e#Q9x2T*VAAtVQ%L
zPBMmW`i&tapE_6gsMO<_wy3nfiM+}0bMrW7jZNGziwW`E-QQnx!rE+?dgHV-{IX5a
z+e~(K$_)EJMr`=MUKPQjLY|=OB)SXmn<w@^>-BgXzg4l5KBp&&iHSYLE?iF~Cgwe9
z3U54zq2fUngKqSnpY_SV*`nxVT7PurK@jr`En9$O3RwUHkZ2zrmW}ag3NTsMlqMwn
zuvl>rwWE6P)4LII1&bvKJl`1a&7)c@{&)6y{PueFyd8+wJpGH!6LZh;jmvO?l3&Yg
z<O-7Q^v)aTig`^RF6R~}v_O(P@G^QdkcM0+vB_38grz4nG%h+?z%G(Poy6*`oo1{9
z{sZtl^KOZ@#G!EFxxN=GIBXNb1d^nzRB$lgMtUzRQxMG|yW;FC^>oJb4AO$dOw2RN
z{m~Cl&o0cecpwWF^JL0X2sso%!KEqFFsE&qSv77CS>r#z4Td%-m;`UcB?T0EPLd|x
z$UuglNBme{juhpXoT}~99w!oR)Y=;ztp1#YYif*l2>S<f)o&NCic>xG$GdR--Pl&C
zJ%6&`5Mvp}Y(VlqSgwaW_w0O+ZCb>gg0kWEfgE=pzwK>7k4(?g$k;oqf`vpe9&wM#
zzJ$>tI<<ZuSN{6U$0TtZ<BDP5hf5Q(@5kYLxx;3OCj2l<m6bI^FttpPvmO*hnLA5f
z1xBB=D4}P?OMHFwoL&7OxstNYy{&MNwU*6nff9MdDaK%G$8(VBrS!^mA=T@6VrwzS
z!C+q<<e?_nPENZNP=enm*)vUq2nIW9*;W9&mSD$%_bk(I*XXHt!z(}Bn>$s;rQJ}W
zy|e)%Mh+$|w)WHM^}#j2uIB{P2w9u6viATpe1kn5%>pf!zI+Kty$l-qP}>A0TK_ym
zBgb`W8GKDR#QYg+r={ri)1-tbOh_i;8Y!&r7FknRlbR)i>*o<5sMR-cnyCY8wB2m2
zBsELEoGu_0+D&#Jv13Igjoof!j+l+8Tq*XzIk`S~3v;gmf`tXt_?T!{;zx4`<HUuD
z*0zgf&k@~G>!>a>q@dh^hO;k0BM;Sf!6$upIcGz_#{asus0vFG+Ja;7twG_SRk1{E
z^^=<C6?)+GoG-d88b4dKE64FECk8p>&(+NB!7#F*&+W4eCSREL51s)LM}_yM+Mx`~
zFw6hK8pfii_Jt}W!?qOJP}xtt;0jCSLUN1W9j$1^Umu7fXo@`0OZ{y*D1mx4b!TPe
z0O?(KSj!cymYMeapqX^5-F{J!@f#(VJLRn&xx2c`vdk-Q>0fO8=(Z1uP&UrFdtdY&
zvZ|wSnS?L}nncZacNXYeeRb5U06D-3HiT?5npl%i%I;rMRzb7;Hy254#M)Mzh6xi{
ztR(-!OuEK1mL_WRL-Bz67kre6KuqL^6$K>IkeivY+dXLuGrFOC%_ZbG^84n;H{>r~
za@SuhP_h{;PYK>C22h9|Z1S1UthLzw%+71YV!#3rqW+!k!nYntLb8S4vktxNb*y++
zE40KpOc#^nEwU^U_+`@QJwE*GD=qb|dmkOGuza3DewzFR)|u{H;yii#KL995gShUy
zR)(K-!G6c2?F87BcH&4tKUpc9GTofCwy*6th;6T61y+=)-{@F@z%s+MmHw=ZJ&3aN
zF~UD+>{0tzZd7w;p^WCUHMA!R`|{s`xijK-OxXu#nV#WWJcvWxaq$^qlbzbZ9rd(~
zY&W-uBVjLkBo5@f6HK$uEY3fgWz+TuJes}sE}3`oPVNK!w*%#X6y?^3<ign|kNDSX
zv8}0&sk`Tgbmhk1f0CaWc7I|;4%_yu-`=K3YE!XZ*yTQNFXBzrkyTg|GsZ`L2@8EL
zt{0pg@=KTX*3sK4O+%+qi#Hcb=9s?4C}nzR&b+c4&~H{RI-S3!n*khm1jtI(-?KJT
z+DrpN8%~v!35NX@wT<Xg(XL<YKVFfjEAucDX(sngX+V-WOq-KATBGNezn=-1uxbx*
zHClaXwH->FUL`Gg3i<wddcVg6`VCx|G^=4}M&hg!gFrH{ASh*31Ep%_n?$XZKaZG4
zM~CiqRe=gEjtma9zFNG$_pSUZUqYDTilF8Cy;P%h@w>+njt_8s{g!6owRRmHgcLTf
zE`s%<`o4~?Jsy1nIPyUZ{o16e$F6a~(&|F`{7Hwempa?TNKtr)!yKggz^}Ulw%r`w
zdhaJ%TBRPy!0oU<@ubw2*d$)n{r<EA$p~s`)gfH}x}bQC*_2gbC;G^NQt*T;bbyUR
zz5JcecP3#$8tQY?+}opjRI>t^ec8llT_-zs*0U1nf-1oYxjRz;{}g;$1!krFI@Ihv
zKV<<EsA2%rPsc`?MQ!F%8ddU>8lcJ8`FZr2s1Egafa$ZBxy7{Fqqh+kZXqL2b|RkR
zSJj(aU$n3L-fmx2j%aP|n)Y3`{ZSO*3xC=zUYb=oas@}93i-<j$Eo$&Iad?0p`|6W
z>B_Fr$wZm04(otk@jCQ%-PXvh6&Wm=hQmrc113=4%jfCSN`I2$=m4|j%v`Iv!q$2_
zU4!7eOv%5X;%0EOdiJT8u{HGFj5&9fDLw!WVC<_wVP@k)*Av&yJf1HA4p;z&GY;x-
z${rKID8M`v!+-&VeNDNutZH3nI&|3oXzb?aO?-UG(AM$ZTwq^cvSY~nV5+{aO}e0|
zHIcp;U>Q_rDo4vUNW$1|5Pf6{*6SzhI(_V0AP7QTCv<V+KR}wslIu0#IwS#C@ga&i
zWgy(pvEhy#C5`87$HHvh^8M3-c`5T#jhYpui~^gsCC3)5xzacbT4SRM>o0M3aq;hP
zEu-N<`zo<;Um4$66@_l@vhQww9jnI|P%W$CyU*vkv7s?Th+Bd_sj;Car$={^@1zUp
zhtB0WKn(pE0~*aQEqO2eeR<{_Dz~~&A%sXsyFVs+$-Ai<$?z94=WEo#V579XYi;4A
zPn*rwRq~9#y>B2ulYi3UFPqv3bJX(P7uq8+#z!NKkL-`_@NU*nl9p*3GxSMGaZ{cY
zB~kbr<rb;xYl4LhN(VBrYQUJon&jjl*1Y&6el0tQ7udwxV|OHbut@K8V_nNb{_wWZ
zhsMEtAl-a=w??{GD0W$n8kCks&CVC#GE^_8WT~LO(u!;;;y8=pUvHT%Q+_wH_Oi6s
z5uPySb7x_hRMLV&EE>K&DO`DyYYKvFL-H26<eZ;@^oWQ~oM)ASDIC;74=pj(b!>L7
z=vIjJ-H&=XYcEAl=ZO~;w2uG6#{cf~ha(BL9MRmb@$c2-70*xrt^P#*BgHSSfL(Vk
zArAiAoCFx>OjGI008sIbR-qbET>;l|C`I;!*&8GB{3|S>K#t;pbEIg}X1G&i_$x<F
z+r5gy?z-_Q#TtUB_>1n`sHHq>!vb@r*=-AJrnY*Z9Ids!$9tE51tihB&iS3b%$k{c
zxYqUkE}KFaFHMKd3@0~~&aE5>3OK#SZJIOZs<arWj1n#FTC|1zeBgj9?5YScCEsjM
zSuXM~N108Kg24G^ekp4^R>hY&s%iI%RyVtXMbu~x|4u$y;VsGS;imNXu(>KMLNJIu
zjcY~9py?Ue)#|~cdSkvaS5|S$c}`-W4<VM4Cs!a{JAy+Vq1Q2nsB5f)WI&8+^rur^
zpQ@j;vlg<f!g8BJ)4(zBjug-3&Vy(Afj^(7GBn$tFX_7PQ2hs(UD=%|9n2>^B`R4J
zJ{zr{AriIZ9&Njfur}X2AN{3x<PJH1)clhAZ&B^foz@GHhkqee9Wr@=PgO}LLz*NG
zftD62O@C`Gw>K?PkRF)lD*v~C@`~#r&JpzNB4>!tGvBXjE0$UR$#s4GAk_EhStB_<
ze15JlJte=8?ZRV`ReRC#AAn=_*>}+Uq*4FA9_`82*uF#AgYV9(zy98TpEN$Cx-@{%
z*xl1)s!Z6hr<ZN+5Zjqqpf~89adgMsV5#x|ssrsTvjZYZ{>4=OVxhi?FG(GLT(R}9
zX*an!%-ClaA?>t;CvU78-ognpE5w5nxDqU@cau;6pQkaZ=`HD;UXw}!2frIS&Q)JI
zdOP`1|MNlg^ZToK)WRIHyVlYMc3<j;9f!?)kFni@Ii{}2SIb2fD4S_Gr}IPUY7-$b
z3j3ACo`;T*YRV0Gjg2hWMu-n7w{4|v<`!JUH8!qKuVX+xU_HPHwZ5=x$m@h9*BU#p
zSxWn$;YLO~hF$FLhAbMu7KX+l+HZ!&bh$PK$--V%fE|jD%H<`a<$<E^_1DZYVgeN;
zq`5WER@}=2=q1AVkDn!|rD_b4FEn{91&Qo0H%e`un<Z=%?ln+=|4oCbJmP2LSq#L`
z$pbOf5C+*>R{Dq$E6UP4YJJrSTI}Hs_2>DgH@1B^)?JT39j!|bwqJN!pQnr=|IuHu
z&-cs!5-Ry~uUO^Y`_SDVvAT|X1LQwBild-E5=XBlvtsYJl;)e*5g`c7d}Qc{E2FyZ
zHA%ujj8ZuAN0-HO=e(m1bgzHX9q1}!9dMvnUBo5Vy|?>HSq@WL+R13HrQT2vY4oA=
z=&awqexJH?qT-GwRrPgw&Eq5NF}x~@eqy3Ce_mxxKdhzOpJ&Rz#=RC30{hU2cR*yd
z?QU?uWPl^)xi8SNarGcrF`Z9uuQNn!r(DOZwVwW7eraJOC#{j$fdHkCvh@dM!9?Bk
zhtwh+kCNOQ0_e?$^S;Ks>wNp}0_ta&{(d%h{<ZJt!f@qfuft{o@#-5pV0*l2x;@82
zY;d=Hkpp+DWQMh0F&C4LAZ3qiUD)&di}u`$=C`~}PWb+?Co`ro^-sp^Y#f8IRn6Gu
zI^TuL#+s_fk}yY74qn}C30wv+5iN&W+|{A9^vxPJ62D;_U@@9magN(9EZ<$|#gm%V
zy<ac;Hb?uV58mTpZ(isH?*HhLh%T*aZb7pXqjx%Nn$$`YAm|N88%Fu2?ekL&UQc|t
zNbMX`Vq9gOqvN+T2eKzKZ;wn?GY0DgtRSKy<*fZbbxGNyc*K3lu(%v-58p9>J;e&W
zLMaBEq`ArRaeizWd)s4}#J_gCo)rZ7JmtkF5n$3((<n*0L(QIrwA00n)0;_{v0GD5
zhUVN5RR1uzY`f9RtG60rFvwDg2C<q70jY}t`GB|*ai)2YW@rWbDclpb@ZQnX((XRx
z17}6JYy+rv8@eCVo2W83PECzRS9d;daBPk)=;-d!&|By@5tB5AruVXxB#N67O}^*S
zbH~4l-2HlOF{tk+vyQ`oti#G1J13;4%uG=C1nAEvqD56iN$+;G)FYrRX7BB_an8-m
zXdh38f-L0&gSWBz@n9eKOmPMiVKU^P%8L$V`(u^+T_NYk0YH+UC}p}ZC6YdOfR1PQ
z#BX}&tzZ!Gy1aigua?@1EqG5UZ$@8!nNq`uKjoo$uBU5;J8*psZAf=gFB0+m=vJz(
z!IsPU-g%JMLTU0T%72jtdXc$&e>S=ad*=cqT!Fk}@7r)e6{o;C_fZ_iaHSSpo2ZAE
zhvL$8>VPIdlI$Cyc?@4vUJ=U%YbZ;R)1$Z=TeG;VoWD_jrTyOCZt98u$l#Ev(kx!O
zrZF|Xq-$gI>qHr;6yYdLTB`p;ZQWAZM*8U-0>lQQ>;0Vnq<h@K-VKv0RxJKqBB7aa
z;|9}L<{qAZIr<LfLY!szwYS0LL@pk~TiGm+<PUjOHM0(>YNm=-{8){EA49p|l9(zw
ziZ*|VIb$ni`qtZxre^2#I5&Tmxm~=cV71G8F{I-!OGh~)BDIT!#dg!QBVA8G`t>>^
z+;7aTWW`;H@c#g2NY--5$3+aL8sDG_x6=)5YO-uN$A&EI`}y)W>i>8nHabi46VT66
zs%Ix#GGIIV%^$n%To8_9j(f;$tHqYAYB$?@Xpx_NuN>+%fw=+a4NWMKbg?c~`^?A9
zJtnL>`f{b~(U(BVh!t+`@@(}I+9-gL={jOHJ9YO<Ke0ujCI2twPm4w?zx_x}hu1T6
z_9v+2%ZGnuvAy-6@@`vV3ehEU(XGT>rqeg5;FAzV-4&9aMt=_4y<(ZQ=3m!bUOHd?
z=BbrqQKPb=MksE|U(avO+7S{oZ+n@KVsChYLSaFHpR5KL=<OY*mjF%ibuZ|ja`uYk
zTnJp%o+drFbuyoT&-*!mr<5Vyje2bM-t7*n_1M7O==OpF+;kBOX5lL^l#YR#Plmj)
zyu72`lNmH$8nN`KV_7EJcC8+WZS|@3d+U$xeGq5~mnr2Lzwnyf_>qPHnnTiwu3`ps
zd|@kP;LYyScwkzm>~ws*BGUCs6`go`U4~QZXTdN!Nl#t7MrqIYaX9)%skDOZwJx)t
zo4sbQWKYDRJU-vzgIpO9U>^4C3v>UDLXR7tH^(2WWL}5@d2d!P>&Uz1QyhSlKyNyR
zIX+g8Yy7zC`v!im3|HbPIB7jCjr@X+?YvDNf{>btLL{%zA?taq5nzfT8S112>hh0n
zk2A*3Dt=QP;92Okr|fJMW?XT&!X@Z?oM-)-zTp<ygo$%7;d(qZ8bk!qLlaN(6@k5y
ze{p_5nfU-47+FMH1m|VP)V0oCcf++Um-6NlNDx<G&~EM?c;1Zs1}C&UYu!QFy!(~U
zl@lzid9bdSnVQGU6mgT+bZixYPx~0E`kj^|k|cdvna<t$+P@)WCvWq>$qCyfgleEE
zm?q4<bzm=n=AoTdFIad_7TTO_Po186TdH6WYBqHnm6RQlcssJK2(M#nn!%+3_kK2`
zUn|FIcF3X)@icvNZfFKXpjb_5N^t%yQI0;Zq*9bO&z%gcLqvzVPERiNu$54v+Edyo
z6DDyM00$lS*fY)3Ty$>=7C71HN(N)v%bb+TD6UQ!E^W>|menmOG{ev+?7n)<o~~Cs
zBIP+rF<3IBens#yE=l9P%u#$1aD(|S+v={?-#m*iMF}DjpZKv?6@?mp7EXREVF;Uf
zzx>t~BMjNzvAtHx8K5GLC01Z;^xo3@F2^M4N_vKe?x*VS$Ci#@JD&bd@HNJ%Px<vY
zNc!4i?)G&&f2$jvygD8jerB#~+jfbvn5{-KIe-wBDik&-Mr@q|ztzcHgOMM1UC`Kd
zsqO`xjC`l9qFZjEYFl-A)yWAT;z~GZZqS$WV=DnHlE)9b5c7K<Al@^}%ZpY0OC~bf
z8(K8q@!!Dd#{+*>Fv%1p^rP2;U+b%yeY8@NdcYK10H-jcAzOJh10&y2Y9044D|p|P
z(;4H6qhF=!IeufXaZQ(7y#L$~Q&H3V)?BCly&u$9rl5%TSv3KBuLrqH+(TShh&dx#
zDm&3sXdk4xEZb03L%UoHW)J884kM&TemWL<au|zEuia$A);)D?w?%QIK(w6j&{oT!
z_d(2GO3@!JGl#Ofk30^)OHgH{{G|<pn1;S`8VPfR+d9fzRQb9FcDMU?JNf1u#5<(y
zGTMD3%tLB1!e`)kd#hQ=i81z_YUS&`9edUUWrRk(kFSg^;li*kT@#_%sK=1k<A?cL
zO4?bwV9hS(aQ(UH=ogIMeUI<$y;z>djxR5lj>7g^ut;TQ?V8PfS&g<XSO>DV&30qF
zx3CS?A^C|*s&L&Msizg6tC_gef9>n5WxllTJ6_?>hLS`YN{1wWmDLXq<qnt*IeCO~
za-#fTzjIusd7cNTW+2rAOARI+Ck4Mv`c(s2|8dMX3(n6;&`P%Dg-vX|*4c6_tY;}m
z&_97})|TCE+Zq28Jd(Z;t_mY=Vo_mFQ0b=%yl?MVpvgjX*A&Rfe}E*7&OCc4C*LFB
zxTjca>GZ?XtfK92ky3-$_29zW`nH!*0jHyw7Y;pVlncB_XT%(hXGcdC+A;CBpyk=`
zgZwu^^2IE)6q*NJpNIZ@kQW@;iTG|i|7K)9(UXcN64dT?JppvrTG^@CN!@-K10#wi
zc-^!|Qma7)*=uM307)Bohr-kQLBs>YUfyBlitbE-J2^>##5xCEZuSxGY97@`zYWJd
zL?nL?t155oTI*=ktCjEY^ei@%F~hVhAI_bOKOO`(6v4QG;oZy2UfA7+9K5Jl$F;rb
zi75<O>ji;gPwgCVyX<~A(x8jJX#*IB>g-TR;7#}XXImku17=<EV4bE;YDnG4RZlzU
z=K3L;`O;*C`s+D$?n<A<`>sB3-huLR6Yk|!?YAi6tcJ$mEIB(Q#>NIyBz-dRuW^+p
zA<u|{mbZ{8MHl;UG05z)zBMUa>E&FO?}QfOxU-T@Hu{e2?68A<%&Y*`cd&>Gr2kf^
zix=ATZO5DHUU1j}x8U~(!Agy(Bl;;>2cI8yey=%O7A_#B>kk&^7mbPuk(bVy$cXVw
zO$-*eRuBJ(Los)*!5PCmC86n@FnI;!^^J|E{yH*uc-f;;fNFuMiV~W~x9(A(RE3mb
z-z;7E*m#r8tkzrljj!apkdaU>`$(<z%xv}_8s^`2Z+*W{Q>;pp=V7r<EDQ8+_o!oQ
z&Y>)eS2hD!Z=)~GNitGS2#3md(Q`#go&505EB}`EMKLtc7m}R!by!Q!5ju?*^Q@xR
z%Tq|AFv>BxMn<2$8;k#<J;Nrtn>l~}W3kl6DJ)^avF30g*3`e#=eaWn{Nt281X&Fy
zJZPQgU?(=!J5Js$Y$)$S$`x@A!n$BA{82xDpl;oprRiL<Nt6U>T=#CkJ}7l`-~~+T
zBCKeC4AN~%Aix@>@#(1O$(bK7@aBWxGZ+9}R)5CiuqIX42HcJd7zc%Nnr+}Rl4Wex
zvX|P|kea2!>!o45x9_Hv73Z1Hd}ZyXQi6MpsF-<tlmvwj5sSfU1JFsP<BS8jCrcy8
zYTCPT-0{zD9_D8Z8SQ#9Ylg7DMAyU`&CM`1uxr<Ji(=`t<Mzb06KZTgVu4(I!fZrT
zkrfAll_#l)!To%9PUhsP7x>~>OMX`EBmAjz=sEnnaVtgkk5Ju-QP+I7@0I?;7;A=7
zxbK>IsPFF|(WS>x=qOy7a^<E)4KC(60xK2LA!Z_EbuFA~!{q_-hu5!ur+ozI7s}zu
z$yJ6Uh#&JLb3D1(!E3@R<d->YMfpYwPUcWrY^Tf~oCl_mA7OEpA_gl_3OMBO(PKh-
zUqW@&;fh&xlJrsrDZDJ~xmjYz8E#syR-eVQDzfpvEZH=AHn#_PvQyf-bVoD__;GD{
zHuQB^JLJu6F~QAt(K3TVaVKF5Ccph)w$$qKEe$rSSh1ih)7h9?#@@vaQwOoyKbUr-
zZt;t*lY8V5m#_U4-}0*$KN=3?T5Jp(E)Nq3%c3y`Q0k^u{66?jr$FBIo|WrNntUz(
zVGtyrW0~K5+iWK$UrnF^gLS+oSIDol{l$P#AfxndPnQu?Z8dI7wyCGX@Hwbzk9XAX
zrgOCd>i~xsyvp^K@PK-jh8t=n1(@431}6M0eX6CquPB(RgkCaT1_<Tc4vvdUDQ5EH
z77WTLrytXf{WqhT8F&A4La2p=L?7VZNB1DXXrxjOz|<k{dtJ94OQ+EXN0W=$4i<)j
z(m23{jVSGn@jwnn(dxK)VUL}Xy6S0$oc4dA(YSGj6>yvl3Cs+21Vh1K^1c=sMRXRM
ztcaK>)DrQY=PArAV!MCZ`8l1`d+h<ev?}bE;NLQfL=_D5Vi3lX@Y$XY$hMpf@pERh
z_H{4rHNp{G5MPWI?LA{GR$=o}KO})?WmR42zj3f*Qfz5y*L#6{KO9CzZhFmf>DT1J
z%^F-!t$s^K(sM{z8+jCmx`IU4;-P)L-paQ(h?s^Rn7oC6eM3k0`E~FbqZ0ZwJnO~n
zWwuEznwI^Z`y*-d(UG>Ap7jgquL-^@Z)tWaQK}M3-Q;Q=yyv3yNk=KeE=x8nhXSS-
zul%B={pp~N{d#Ky%h%#!Z#8Fn#((16f^y~7*Q#FlzQ1`#&bXXwgDp0l^dI0W&pT$r
zcK@QIyw$UJ<tR$xc_S;F3_TN|58xNjxyx;%M)y+boX_#+aLzG<VC5~@xY@<eWgNE^
z-9t`$vyx$rwZy<o7Zc{r2?V*Oh~aECzi2fD1OKttlZs+V-W49R^DQqHeMd-FVA1Kh
zxzjgo+`3gyI+n*nKh>doHyPFVti5L(cp)EW>1nxdZ_@UNM{pHCQ;&Nj;r_>)I$r%#
zE`CVh&t3Z$E-rmN`axeV0U>a&gP^<YxahK&F+G-A<rDmmMnaUdSSPWO-wnG9Ne36K
z+~~$D{|m0-(p$5P^4C`Cq0n{bI4!N|E$u*Pk4py;W$w>A?E8KOSJvoF6->)8YHV;h
z>m!phIH-$08uL*}oU9;5gJQFDLPO={@t2d`MP#{Tg)R+~QisaMjhm8C7(2>1WNTM_
zCdgSksqeD2?^dpku*Keo$mppV4vJl`-J7n?jpYR~!cM|ELKDA_g792>h-)XPel7lq
z$fVrc0r!-*G8CX9A+K_y8MA5E*ODT1Z_99sT2(6?v4eJkb4T;UEsxx;`HkAHlt24T
zC9cXVFe~>cSs@}$RYF)!lOj%@KAZm&Tf#1!IA87Od1?y~h{oj=w$u%-xY)o^(y!rW
zTlfO(vNxF%j8Z`ZnKY7g{D2GZrCZ_)utj_}C^JoHIxevpGhJB0+;44CpwvkqU1vAz
zMyrvWLd=t)Bd1Qkpaa|1yqR0vB5x|*)*j@(A2N~9zWPL>=DO|X<*q0#o;1p@%xnwA
z^IE&l)O)=he#5I>7Koa6geEVLtWdoL-JPWlg<MhQXeMTxm&wH;r5AoFx1qB*tMpD6
zG{3W?GPnT~n2OA9{JY+X1&)RIX0c<TF^D&OflMpUO4bcb<rIfU>y@4~FK{qJeaZgo
z4s*B$%eJ9PMcZmCQt6=E1Q8@3fW{%~)Sxey%T2)PuxmpMz-k<W1IyUs&P17E>+bn5
zA23=75|L@ynM;U%*rF@q$)zQDRayGUWG_9-zt#Rrz_Pun(aAGg(v`lmxlfHl6N&J{
z**6LKE&!^s5A1PtM%D{}FTfl#bfW&M8JiQKD|w|42R!-Pq+AVC!$P}TPG7rc-4vQ<
zF%-+{iA%cq%_LMz){Ju`<vvSvEzY+2d8kt&-c<sIlG;zw^`m)s|6E<&;QG+12M^0(
zg@T^Ch%6S&@Y*tw{T_q&?n3R%MVB$*m1!fsvu5@b$%q|~b~g6xSpxa7EP<Uv3IoIO
zEozAzLLeI-pe__@0%Aj)dNDm2$WOie`c5Q_C1lk2o{ycp5@&Dgwj+-e+;<9gT3BX}
zJFuw_B-|<l=7xqr{_#zmMv&5zSvx=pZ+(L1K_(=7O4H3s7-t!J%GZ#F(NM=G%|}KO
z=qf82E7MXvSjYn%5TxZZoAgeqQ2D*tB_i%2GR1jJbV{GR!4Ov?`6hTt9&kU=F3BTT
zcx&U%29AsE+Kqb}UtD#FSq*Ep%I#rdkMwk<IE_>pjC?}x(H@25wa|&XwI?TAKd+w{
z1xexrL3o=~?29yo51+Oo?tK)u?8%Ied-#<rZ!>lOWYs3tSEhx%?zFRc)<mQk6c4;-
zn(^$}aI6YXba;|;t8Fj6EE;z5@p^}UU^Rsgf)ss=J^5LZGYzESYWAWmiq63{_c}5<
zBDZjYbNqFMTM2)l(+hp}0JzYA-V(Yt-)eA%-VtsoS|Z5by@bPFT<qO`+Sl+MQ-d|B
z!+64(di&~BCMZZLw^*#Qk|*~01z(s6q@mcKfj0K)X6HSZBU@7~D!XJ*r?3SX_QT!{
zARIbsDC16yA>hcCk_6}+#C706!wv{3IO{N9(p_j+t?#hu{rYqoKRdTFox<wm09%=?
zR(@F5U6+7Mk`zq7cxJ9r;J6<W$f34D*nDp7P}srR0W>CoBuLPVZLoqzjt8sD)5S#;
zRS4i0PY;!YUupxvcF}o(M?X_lZ}h|L#d;OVt9rS{k9{dXue{z<OscZ-RlZ!aNxDMP
zl8nl8Xu_3kCF8tPVEDd%7W?UfQ{gX(c}RRqX>_=PgJ)Z3zLhg_1?*)S7t$B}nEvuM
z8!NTt^+u6*C7K=^CbazZzeHYrd(qnRf}x_F@L22oPxc^g9^M5$z2M+LD(8{D+z|U^
zHQKZhUG8YE(D4!#K5Fet$(oZ#VM<xd@tNYyZ#I#4f`?q?j9q*>HxMh-pH|~}&sOQv
z)IQxr4<|Oi>=0uLPwHgXgIRg<Kjg9lrwU>vL@U|P|2%1_bnpB31HZ*a`P7oy{m;Kj
zHTqQEfsuhr3!Put0f-^LM~!nJh=&SmPC>Oyl9;HTlZ|#M0Y(k<G<=^=22TudCZJhY
zX=n<km&c(=lH=Z3CajN<uBnwn|CyxVQGLo{`{|{&$XClZB{x?oRSpv5RK6?5gDkTT
z{{v9xUa)F?qByxAtI5L~$PwYqncG87`?L)#080$TZ9Atp+FpBvsi`vIgD9m{9SkL!
zD+U5$pr#f>XhYEqR>7l&iz|*;zxoyQ!lEBJkl0`HBB6W8EU7vhxR{t|+r=JeuMs*s
zK(xm+Vjfe;ym`jJne!NJ3G7@p36~LLK**x;-MUv_S_DF91esEzpAi8$-y8Bn{K>tI
z(uuRM^Jld$<LNX%WR%}l5Zruzzrn)$QJTCW?{8{WO@mLq0!97gzWV<!c0YJ`_RKJD
zGae-^jpyu#5QqTjn&{}?rt)%tgBQXNb-z<Q+wBuM{F4{C%)Rcdy(z3<T>g-5DBG7_
zlUuYnzVq(ky})DYvCSz5l%d4q)Uj(i8Hc-SELs_xDVm6koVyWfnaPUFH_VvsZW-r1
z=A+uO{EHo;`V#c*4%-{Ei~!Zu)N<yj2TLHB;}-K9fCb?526JjfCpVuERmj#eHCi{-
zXIowtBA;0D?=5qwi@1N``fm2|pZq}B*R4^!x4NPxRh}6uS>a%K&m?PR$DOxgPSdzk
zept7$IZPUZQnqNxK_<>>8yfO}3CrbB;0y3lK(o0DY!iV7)0s64P}EF3ib}>gcC2!M
ze-h@9Po=EVjrnviHdqdb-hGmu9~RaV%4=?}Q8X(MfRkuuo&)&#9Y`lBtPFG@yA~T#
ztme`X<_=$4kX^Gy`J|WoCdj1f9T!Mo+rCLTT~K#SbnGc_jCOzjVXL=aGly9xYGpB~
z(HQ64Sd9#vBLGMBO82`6&B8Bc0=i2uSTH-4OAmwo^Wccd-I_H+Mo<2+`dD}3tc+e?
zg^XI^=#*9WO{+!h0@)z>ehLc`)PSYv-Q~jIDW62|TO}5*3$DmKy<68^IF6mgFD@*7
z>vFy#2fY@BR_uGer_}hKM40agmXPFlM;ZRkM|vJ~Y-(yaC(WU9`s%fox!xEZ4h)<6
zmOw=y(chNc@T+fi3McVKJz}TUc71`k`|3qd*878-S5!whg}hEeoeTrQM^xrI4G0{c
zz>d-d$5TRew6&@wJ|1bZdIY77c;iRjD-Qo2l>^OKtSMW(m_1|fm?wg^1DqYF!~#1>
z37p&3<TmLSa5_s)ot9M+)xKovNKI`6gn9V~N3`rWh}lMgj8B7GdT(>r^r^=C&iO7l
zgp8f=1qCaV+LD04a($WRMV!^Ur^Kj74<9QMLc00~YemRdi_P+sRc^rVjpl2JqFVzp
zR&W^*y;ZnPcVU7pv;Y{0rT1mb+t3N|r@NSyAkk(c?bkhT^w>E1x^^wgR_pB>I^hNH
zV(6X}E}X_96vwQf6CCUZ+71+3otV`C?7aP<Kx((zTnFK!*fyrO;;_=w9NH}1yV>X&
zs5Z_EUB105l+UCTt><hEXEk_6<*uFsI1+K^|I7B~nEx)VCe!B2zj9RZXN14{t<y22
z?qQi6R;gAFVQ50UA0GFWaw3C6XeOlP)k%0;FAAx;Kk;3tDrd@gO5tq`8$zeL7dB7J
zQgvCR;pYd(v&3yessoo#b*#f$(Ob?oj97Y^Q_*Iad7Vl5<WOAXFSfLUKI+^-2{%E+
znWhPC-+)ET?i22x0OtOa9ZVyrSBdJWjCThVi-FEoFxuMQD!6S^gWhRDcAUhYikZ6l
zx>b}S6=sFYHM*Q4mntBSF<5g1&G5cClzinOQ-@TPmFiby)QQja!%YL!W@NC8XrQE&
zr3ttk+#vYXd*I!N<J^P3mB?~d`OVKmL5Iss5yzUz#-9W<5&e~f(eJHx&dBXs0wIBF
zI;h?b84pn%lvG0wfSy+;l~N>?zT|sEoSd0yo{9Fqtq4UqzKu}Po2#FquIS=39!4a?
zu35<ccsvqw_POFUg1uEQWIc>qn;G`#ny9JP=0i1#w35So#j~@4gR}V2@@Mk2J{NI<
znUiOq!g6zYvxFtWv?H=zJ8ukGJU)0fSnwY}P(gIZ;vs_fU+ilE)u&&dnma@lO-}sI
zS(s}1gTeO1M)V5L-@jNG#Bsg(+?;`Ccwt}YX!sM?plG(wh{G1Tgvdr)g-3>bjnIsz
z-dsJ**pOd+uuNNgv4~ncB&s~?>#uM1O1q41bih<Mo=W2Qd>6@iaSwC>dUvJ8=4B0k
zz4gAYs9xf6Vh`7tsm}Pzl$f>ItWwG65^v^nzE6}<8mdo?BWFjbDGX9Q=|qNf*Z}Z&
zbR<o)pPx*1$oi3c=yLEc^GeGBRIS9O1fPzY^k=RQO>56S$_mPLJZdv9ry##l>C5M5
z{{v*Sru@?lozq=HCOtEmCu$}=X$~BPH8QSm!iKF{+SmL`0xRbtpR|=0D7*$&!1duW
z_(arPx|@sdvW2&1y^OMc%R8)(e>sE>86L@5(LR4`?Y{9iw6qe_SfMLOKC-YtQ6Ng2
zYezfA+EM*emk6=`VvV+1Ylj1PL-*V)=962;?3^vO2+NBNzJFl5vv5{(Ioav5|Nc2W
zYpq%mS^w37Ze!hJ*oQQ~ou)S?khpAGRG=tuUR{c)G&QPPKLe4?5v(^LJhGcFO~Bp?
zuE_>(&sA-ee;YI5(=es^NM9f)T%#L*lQK09urN=gh$41eHhgMf6mS3JZa+S1)P=ZK
z=LFM;JME>k`$5P~ju8?_@wxxxgW&hSo<cBnlQ6D$>mGaA1r+vmCXKnI{)G3u0~kvn
ziC{ZPrTZA935{s-8Vqcqk-AYN@$!og_s!3lFFkIIerDq+i>T^d?p>+tg{chkHt3rr
zrsI^0@`-BX<}0H@dZKF}I_JV>R)apSynW(1O;>qozqt<sKTto2uvkxW^x6&ThFQ(b
ztLht(=VTl(QQ68087u3BzHJ+^<s#N)UPd(%;fz<mh_O^P_+We}a0v(M4sNRvER_`2
zwT4>+Q@mpnG7Br#se%?582dGB)NEn4MXKGnn?<B#|I~T7Uqf$({?`3T?C_fEbrS^1
zZVzIs(mih~q?e-sV{uZ~EG$HCQ+jFb(0vN{t-TA2N*&{>{H2zWC&<0(W}-PZ^&cPs
z5i@?J6}+fa)GQS8%8EzDUuKeE_d4X^ysc`G{&$<TgZPwX8=M=iO8nL69`ONko@Q>2
za4o!V)A!9Xv^OS+-&4~h)<iT(HisZY0iuiTkVTQ5x=7AddwM~{$?><e(zFV{JFa!S
zrb-};!35rl!wgqYC!a5uylur0$~7cM5qHBW`Sj(3LXPcv=yrS`qQ~)ps}Z)(LfiRO
znHszl2TBjjlT1a~l0XS#xv)t$uCa1}0azJy%HgTFhiR;j$lN85Tsrqze8#-0tF0}L
z{!}gN!*2j(Uw%KiyF85{e1*~<nV2H{WvfA!CJ+xbr~9H*)6j&^#1a?BR8i)-e3}Oe
za)M_gVcJV$*W_<1RwPLL6$!ifAHY^l!JYc+*1mPCuMe<WRz^!wwl1-)%8O6mpWzWu
zj?#)W%WR!DO`mWvO;s&J$!UzKx9w0H*C^1Tq3K+J3Cch`bp}ob$$|*_%M$tQH*xe8
z9}WdHk1)Yzn*$PmRsXhYTQa~tL=9btN{X3DV`~am^y3X(A7ZC-Hj_jt6G#P)qsAt3
zF(Koh5})YpYuklh!b#17SG(4v%$t}yi&8ZmD)rU&jc=BSvKA`CGA+mYL7t^HP@pgO
zA7$Z6RH1K9&IF@M<?T<Y>ndqOqiI~~pPo_&7?qyCI**?v)A7;aXL2M-X_a(wMCY=y
z?}6BZUJ#Gh?7WsDN7r>mc(m1oDVXP;5-d?vOjL*1s?56fT2}n#-m*<K^+Ef49MScu
z5T8_+f}Rzmf-ilaj{(C3<f|&_yvbKU*&8&IZ4(}3*1}uzuif`s2a^EwCTGYEy|vCC
zZlh!3C(kAK?mHb8w;7OSqXq(k)oWrsbQUx)mJz<GmsUgzk1$$@!^MAq8*>g{;P++F
z{x&U-Gb^uL0&7V~u&i1vLqtMh8(Ie1y!%}IsWjacv(JYY0fF*E^B;GeqkEiW&oqjp
zWFsAx8#4!At>+!Uk^Vnm^90T5g4*Vb6z7nEM6?z}4iG<-I9X96=YBaRdLt(L8elWV
zr}P8fFFz^jBWqx~e{-&Y-;fy^?vx71miy}Np+g<k4OrBiQup}nX20eB;62X|^ULDj
z_kl6I9BZIPqc^~`)CV8q=ZvZ4a@6FkSq2DU<>v{2toNOY|3n7(%(|SR%UUc%M?F{a
zS$@e9{8k4#SB*%T%%9D%v>v<e0;^tO>vxSWDgUj$N=g4~Bz!C7{X*~Vfmc=C4ALPw
zO~bb_Y!Up{*wMuhoIPCRlrE}*`2D&=zeV#L>5#5Z-dU`}OaV_6pk~6{cSOXAoMw&`
zG?9?9c+q%6y7b3J1OGH|Hx=RlX<4BKR3Z;n9Ok=QefKUO%%#L=1%oR>jSWW8A0K_6
zDs4F(l}r$$pyp8t-nQWy2KkU3_AEdHe<q$@yF|itwG;&vp*DDql{F!WayjQ0bx+c5
za)0<0kfn{9smlOrXKvd~vO4iAfj%G>B(iiunws8eK{2&8dQ57QtB2=Ni;v@*UPAZ5
z6<SUeCR4*J&R!MGEzKC0Z;)!ku)wk;9N{uZ^*l*9fl(ct*UpeTH^QK<mEtP+LW2A3
z;84BtW}BJVl8^`&@m7;l{4lKvZ>E^8GE;iF_`nlkY=t5qj^09_U0(=-neYByLcIRq
zdrAydFqvOyGV}pG_GtQ}L)B@&Qk*z|W?4OOTZDZCl-g99bQ2iohq!P^W=-J>xUewR
z|KK3t>%l<>nZlYd(0~d~X>=s&GPmp4xJ5+d#KrFh$T3-r(5d03?Sqh4vMbGzJOy<!
zGuGzdi&DM&NoqfFtO;}G@_#Mfbg>iyNFlBwX=jLegWl8G-Vd`4gk;#1AyTu$5(~aj
zP+&i0=!hwoXdc$6vSQH#FT9+q{L7rP&~LkS`0^)p+6sUFFXCig#OEW{U<H*Al-G75
z<077=<#%uNz}CyDAHRhUHQj>5V|XJ<J~x>7-spjD^P8(Ft=AOP+c#Q;Fbba1a$>YN
z%b-$4=Z37UN>jitJ=sHbGhFg)lFZ0Ihc&n%tg0n{!IuO{qfeA%E#e$~y?Y6C#2%@C
z=yUp2+FE?dH`JyTi=JcjH983Q?Okg&PigfhcwrZv+HI%d8dhtV3ZU*|F|omDm}y#T
z=8KdAs&T&x8taMc*MDPzGDt!(otQ)98(@1Nym%Vk`TXtRrqc=o2WsjrUhO`@T$NNf
zzH+MkwD9kroh}JK|Ml&WIt_RvU`~0m!?%60^BX27>DpoVtvg0lATWvNgj6IZtA^L3
zE>isSW$Hl~VMR*4qN#<a`BGVvP}pue+?$328CO6)&b>1Cuc@kscn%4fn);w?iUWk?
zhy6+O-~I|Sj_wP+g>4@ty<MrJj?<dG@gHC^>fwNa3!rZ&Bz|C!>URd00QMgT-uN%q
zdq{u6*69699h^oH=@f6r#XIRub&J`TH-nDzsPN18!T1~vLv^y~4mjZoTk`iQz}tbc
zQ08hYK|;$Hsvus+<{}nGF~v{wSS=Cs=uI=cO|L$=JsO(J06Z{-B;)q}xYTsKl=(dm
z7YllC$Ou!nxAV7QY{U|}e@Qk%Ij8Ad3F;)_JQKD&Q!cg9R5DsYotW`k)a&k3k#%ay
zP&W#;zT@Hiqd)(?+eyJ)IU))THD>&x(OY+#fA9a0a%R+n{<JN8&w1hR=`Jag^zzJn
zsC(BQiJof~q@LQSDHhqb@0vT&cu&0FH4D2dP=ANB0MuxY!_iwuJ!qsjnS+JDbnzX0
zuf?8V5yr+M`t0mx?ylS8%Yb^(e;j{uKRxH4v-agV03z_qKlWes{j2LH3+}qEH8eC<
z1XjHEBv%xx*-uZ<koyRQuO`J38R1Ps9=wVlAaC`w^1RKGL%*)l#}ni@6t(~cX6^x2
zfSdfIlm0&K-y2)4Bv?9|y1B1sA;)F;M7X(fq__5z&EUbE)I&h1q1=Ymt~}Ukz*`ug
zaRq<WYa5-`*xD2;+k`b&haT3{z;0>B-S+`_B%&#R@pEmD>aoL3;|plXE3!H;SM;OD
z53J%nYemHo>)l&qWx1%bf3&8(y3doXD@@_3rL_lnkJZ($Yj5LdGMD+<&QRBi^LE#~
z3SJh~hEiR<$%WGqOwiG!$es)Q8nl%Ylf9O|kY~=@@AgeKU`-rere?5eipzcWy*&At
zV)ZVyDg}VQk^df*qQBXg<KhkfhN$iouzY?-ba4%_tS(VKRkk?wsQfk4pco5_ya8BH
z`8F)a=&QllAywFKYGZdwgDg<N;zS1s%-bA=C^T2E$4WNV-vIZA14+}D^d|c*X38fh
z$+|2wn{n=n9Me{$;<AOXDfiI#N0jmJ&Js*BYuRX*A6ESRB!C-&50-UMO?Id6i;1*8
zZV!;R)7xJ-#p8$i_GNAXaTP+K%FZ$pG`$clkW+$b2%q;~V=vMmaR8NwftCB<@nOgW
z5c0tgp?L7hEC>AD4~HncFz6<ETB|?Yexac3Nzv;Y=;H5e8bAuUm+E^Z5&Oo9249ns
z<1cf<af3#s4$CB}E(rz0sc#OqhIXz=&!2KmyzT3p53LDSh6i=e608<yHCRxIFeqH8
z=yO=LuZw<jwIPUs2o!vw5yaDkYn};RvZISjXu!02+ux+1%vKh@U2MjsLz_VrGHTsa
zo9Y{3wlt=ln(xnb4wn9+?m>JlQRVgvz@ur;64=k<$re}RewD)(M@JKhdO<e+)Q9IQ
zo6g9-g}xT{7kFc}?`-GdV%DE`y51D}d5zd_exm`nkzU3DvQ1v7Hsht1Na!f&U{|)B
zg$Z_EGBww;y6Rb(kXLGw4!366ld8dpp&UHWN60Av`cLkOh*NvZ;GqI;tyA3yM}u$H
zs)JkMlsoohP^<9zso_|&%A}_Gi}ZX#UxNf?d&7@|B$aK;k8&?RJBz);G-7R&=cbog
zhoJ)G-j+3;jdodTVsl6J5Zbi$<YMJ@^KmIJ?yJ&QEqm<dxB^r`XFBzF<x{#3s(~_p
zR=47y#>Ki@MdB2U7sj(TFuV;k|K(WiML^|?Qi_6JRpGSd!r>-Gh!$O(8z^rjFITkq
z73Uo@<LnrzxLe~Xk^}W$_XZ`tKfEypxbg6yL~-R&#)D<5B8RzB)j5n3f7*e5tWwY_
zTyM&pk;{-nF+<_h2BoTj1F4iC#?!+kd#v&oNURjlIQBEy!m?DCNn&qw<k<DlmN9EM
zg!po~u)gRg$Mu#PYP658OuCUiqIM6`h&)rJ{YL8&TA#l<@!GG#x-p3Z_X{n{$)k#s
zB<*t;fc(El29|ar@JNmttbfPfeyC4btsd;vFDCVc<lif~-^&Bo%l5o<#Uz)o^B$uG
zxV7qF)_5CsYXyH0Z(3p+U%ec=4u+}2jOaw3k&^gpgTC0*`Y$WYF)mwvde#|mO+jtI
zUHWTl-ObQ<)onCpE&Nq&^ju$&tm-;C$o-PL&vtet8zg1R-_J7pUdE1e9bJIlN4#{#
zt~X0-L4m#B?fi3mhvnXXMBm{Y(+|`Yy*VO4im%9CjxoA-?+x3_xajud){n9eenl4A
zYH3YCjuzmB6$t&O-LL&R7t^C1cw*oilPFwGb2<|B+KwC-kJnTL%1G&7nIKXIgJtv1
zId@t*W)}`z9(Mmc<;*npLw7sa_kB6sd!sP%O;+XDu=JfxfFG8C;j3$Eh*I)HjvFVC
zfPKCW1vE!El?h<1j))`tvMZ|;^*WLNrBIL2O#|@Kx5ZF>$sC3k0UI{#>PalXbdE5R
zaqTbF-d1&w3+2{3O`InN>}Kz_Ha%Pe#qw#>3bJ)g)l`m;Euel!TS4d4bTxhrj0E7k
z*-o=yNp7FcXy(>4e8A%pYL6@}D%pb0UA@^A+@3zJK*<zD9o;DO(m;}Jo}S*t+JqL<
z*dSwPF4NGe5wUaAGIGw&5tYylJ*j3~bnqh~PF<OWI$?XvN_&tAlMsTg6&q!)#rt_n
zWe9kpgF~4~WmxluO4p0nT>{ITSz8>sd;hs4qH_gY*ntJ=KvS;`3u7B{IfceO3e0f1
zIxMW*itJ1_@xAm0HP<MJ@l#<82mC7G?YHPa`6EBrecEku26`>5t;Rs{bE7OEL$JrB
zSqQ}dBx7ObvG}hdv(P)mi<!>2&poz|jd=8X^FrxKMZ5cOI1=wP(Ujuih8jdIIeJoz
z7dnLPXgoit2H8)3VgC<sOM|M?L3pJ$e5Y)ly<Z6H+q&P>ry5Xe4Cikn>U<f;BoH5L
zxRjO7&0DQxT!Y}Go4>v@Dqd5!o|5A4SQ*|e?EN?6?V5LLxInB`=Ah{)WEJf@K*D=)
zw#$G#Cr7M-E{J|?bVvAx#}flek6hk7z{*3>ooj{YT0gVZ%tOlTfFk!XQwc^7>VtgE
z&~mm-Q>t_?t2!$koee>uL1E`OzcWO$!>}7MpfFWZH?i#p#be@Dz}rp((KR7)9BnAw
z+Z>%Nn*d~K&X8uXWWnD-loJ<N;M)gA_WuFsKo`F@+Ej%VDNv;sB=rwb4iz+@kP1Rl
z+CqUneQ`W>1K^jCys_rTEHzF40AJYOzdYWyxmX&ZP3re(p+y@OT`_boDwfM}wxM+k
zsjmIo>nc+yrfCfNVJZscz%x1ANCq<)$s>FY(k5eZ#$e^gKe@NcD}8mZmzu%tKX19#
z8-;Bj;WitsJJqUTie*&#SG!foExK4?hL)y7VM%GSph%uSd+Hv3cHUk-+LQ=+Q@CoX
zZ$;a-Tqz`{63O<KDXQf$P`iE%f(FM4gbHCA$ND{A8gr+bl)~lJOF-AXo`h_(S5PI0
zhMpB2yKTy5<YH&tGm3T%)%!wME0j~>=OhMEGKFP-jNVjezE5*r*QYcc1Gc**&qZ3b
z0;nChSKPi{wyN`}t&b%YS1O9Svf7bqr*SBC_c{vI)4Xv-9|&I(Nwg;JIcr<^Vpta*
zm1+$lr;A~)SJqXbT7cK7euyPZs))Lw`?B8Y7++s=A6j!l{{a0c*O$k&1@KX^ZcTI4
z^fY}GRL(r>6wOmxX(*{0We(L;Eh%oD5~oyEGC}R3_~`g>7E@Mrm07s_mszqMC98dL
zQdysq_5T0@{5CyUXVf*mjD1CYJZTpMzM|Q1HiHPLuUsV#gNF0(yClTF3a!PbApGX)
zHe9`+7jPY^>3-K|;t~Myg<sljWco1czM^Yg!+2glz>T7egj|lCzzo%uW^)<IcgJ`)
z>=I3-Bi8Q0VH|$xf>=2{<O!y+hzSUAaZUv#K%oU{aICliN}>oYrL?Uqp&egRLRt$3
z06in8hE&43)R5{wfHs5B^z0Yvx;+viWgRT4XQaU$TzE|WUgXX|F*_LVoq^#`c@j?K
z<2&PMAmg-?j{IEp!c{a`D)oIg8E`ZKD-H&_q;(%n5Bg55i0L6HD(V6-QdOCLAGxME
zE6q(YuC7$KI@>h>xTfiApeRj6eGSghaJMCFHB$98E6Zitma3XluOS6Y5Eco}5GNSP
z?+{>ZKH~t07!qW}jrF4aoxc!OcGXwVSLk=DS3tVAEYz2MM)lm&hJ9yQai%n*lx0Xq
zNOcCZwdz1p;tAER$!l4RdXd*ulQs;d+q_}~cCex@5;{di&?ImH5(;E+o>dHTjG+z0
z1A(h^N9_GtoVby?^pe?`pPAFyC|iw3F--{ZIHzbkQS3?Hq@l=~iMd)a#u}fD9j4vF
zLYasM3dnyFKN~!{=HDpwA1?H!o7U8K9YpPq)UDJMRw_ywX012-UGdNjyHMR~9C5>K
zLn!^jY5K~PKoEJCGnveJ2O!{`hrH}(&rIJMx0l-QKs<r1bXE4k(~4CkB~|9fa<$v5
zmfu>!=xd7<jMu41Lfk^zb=9q}-Yh~#O^ypE(@MQme;25<ggMocQP9!!x<~>ROUfh?
zphOfOn>yXM?WmJ8wvWt?a_v{buWaq0tA!Flxz1I<M7RXoBu*0G3MCQ85RQLsZ`A!t
z)qBl3-Bd&x-0@J&Ez-2^QGqi^){h^^po)wRLMjIrQjZrEQ~^1`U;rLjNC6JR8)iYm
zq<y}?%p8L!ejJJRKX26FWSEKCPTi{3tv`0Xy2U-Jjdia+wKS9<hESEH1JLD7NoJV~
zQhv0Lm{E`7={PkX=#9mMxb51i+heC`<<qXJzNN~PDfD4Xw$+}V=~A~LLIM~eK&j5J
zNvB+IYry$!=k>SWRPT;Fe7|?r{{Sk@9}fQj4tnRF8j{HUr%qMebVW9;vf1@z%AUI2
zM&oq#6?7}OQP8(jTT4|_UHE-cT<D^0#~VYaURTnS)1G|%4sugKa>tlA8Z84=r?p0%
z(0Y$k+N-~%nwsLJRN8Fy)%0#Hnw$N7t@hq}iA^m6o&tiA2vT5RuYx~`jz)4fL|yC}
z<5XNN*E6kM)Rxy;uwSa#t6R349Vvb1?DqQFiZ)qx(v}%uHsw#MgIU&Dd{fiW{x7~g
zuUyN%RarS*s9CJhR~<0LqU&8zVSa+K*Ia(BRZLMX<4ZwsVG3!~mA~@rr23>V+8u4m
zhq>C|4O6(a9SHc*e*<kqI0XvvA(@Y1BGn~ZETFk`k1>n&)&Nx`kPrfiN0uZg0?H5c
zuTGToRMQ_u<?cI`J3~>g+tv}v5)f~TW?Xlbt#LbTAjUN~IG1N_Gj7DO9#gp~1BsmT
z`EF2MLm9JR=2bmCRa(nbwC~io5LR2KWye+!fht)`K}rZnlA=dSM{zPLP1vi{mfWcM
zOLHqimWQr&l(dCNNePrN>w>AtDoh4x+)+Y<vFQaYc`s02mfLLpDO%GkprN{Ycb81U
z1Bgp*kj*NZYpvGM+8%JBOLR1ZxTPfkaYzTgNFzDPCo*v+a!+}PGrvUF^H*;_yMDhd
z`t|U}eC~=SbmbLQ1NR%1MbWfX)2_0P*+lDYIZB?l9&6{T*GB4IBs9!5Lh4kN)Hs@i
zhFbZaywrZuPEU<LSxZf!If(7`>syrVRo1g$O)4%9(0U&>g<JJS652v56so3*sb1-C
zp`|dmB=L502LearGIuHV26l{rBom#qAHzpG`J1QM)p{dB)LyjhOSMf?T$g;)Hm2$w
zqNs9~s50H=^>3(m(Wq(GPeUqCsD%WnMLcMC#kXfor5y6`a)UPUt0+cpUCAXH+!c4q
zI*5vkoQWLk140i5c+6CUOZd4Ci1dHe9dWSUT=04$6(cz%bg^o@+*~!P?&*>{IB|4?
zcf@TT-FJv0$nz@@TyP2rsO*I>fT{p|YQ1TxKYW^dy<H=3zw;|Jjs_kJRZF#9My<H4
zlT!PysH&xEQ_EV^NhMrKt5e_H>J=Ay>eQ$yC98|-xUxdR(xd3t{L284>w~N#sCtSC
zDGF5N-4n>YS*f|xYvhIa9UZDFt1BsPKRnYnFTzC?hO1Gy<Bd^PC7Qod+e_*+7_AMs
z9zpejbH>E;&){~qlRUV+a~ZB<v#KfVZrTxBY*vz8jn7W)cc8Mi>lH&$-O#YrO~HjN
z3#Ug@eMA(IoRiDe)s2&hgmW%}aubQPS|tRLbm1qdKU~e3Dx0RrEX=98ScW1eRdN*g
z;sM|gFzYay4Xig+r+MFzR%C;lYfs$Fvb^8Ce-Rk!3EjBC89By|q2***O(^0iis`KJ
z29fR*Lx@r_0b(66(S=qaZB!-7Dn&l~iEvc}Jj0BHw&DvcGfMk3C~3mB-B?{4iw-j1
zq_*2r$a^MotCubFb6DAQ6^^yrMgI2XSIRqairNPeLvN|L)sm`aX<lV$r=@x1hXR}Q
z+E5QE!i1|5PE3=wC*L0OW-}20K@*(A$S!42a)+C`KbTia8q1ZtPd#@vlvd)&u6myB
zV7l1c`B7B$JwK}0xfeoQd7ynhlCd$yVr56@#7e6am@O!jbJb%}FcigE`fZgvG>irk
zluE0BOojn5KtRLxi_|o06}7hZ_OsdEE=<PJcXV6rZkNfKMAT(&IF)FO+qBM+6i}+Q
zj60RcVkD`7M9LtNpNMSJ%^!kpYI3hjS8FS!>qTB{v<|S{QY{x7!fV(~U3w^4efF+)
zD}57G<xVwF`@-O+X{nqpR4t<0iB6`~*>1E<ny2WV6kTX&SF%x6KwWStNNqO?Rli23
z9YbnUNK55TAa$e^9;4Cki0_TAU2|)cnva*dPflxkD~_Rd$?DeX3M&mI9Xl4g^|JKx
zQf=CT>ie!dZRuqnxM@GUm8bz6b0{pKT|lT55VWZzf(l@QlOhTf0hy3SG6CaQ)A#p$
zj4JEij0qnoSrw8&5+GCr><Znfl33}LWq=H2&gDL(5h_I<9l%D}^pdx9QrN#E<Mblq
zadTQKTPz*OKVABg0ENP=jIwT+qUBahOev)tj9Y>H8h}+@C{AWdB`03~7QPgDDX)1a
zrL~T`(l6gNCG~g5YMpmcYKu^%VwX@{=q=5nlF@j!vV!Hhl9H_}b+xJFR5tXfwV_Jq
z@5H`?)BLdKhPlxiR-M{iKWBQzyJb7oH5HC9)z?eeFD^2ws;3>Od^J&VbqQPUxUhtT
zsY;3BXF&W@^V61=Dt$GiHLu9nX-!wl+N$*anY%K`t*BL9TAF_8W~;7YZ&WSEJyt4P
zd8NGSm~o=vQO6qBm=|tjYRau)t&)p{*5;;v6sWa^ZBJH)8fKlcRHiFfLfWQf4542t
zw4t=NkdB6ufsVHAtHv_%xF%*UF_E|ALPNVEMf{58U@jz3aL<LKgo@FyHE5cxu-N9n
zDS#6fBU?_X>b8enS{<g=Et94Mwe=#{HM8qw<Xd*wk3Ga#+hz1*-#TtF+LKa-m6~0o
zsG3o_c{^@16(jJHta*@r@;vq#01#(r#t-MhnFN9$jforLNHaOaWXT@!#nEQd^!lRr
zZLnA>YR%5|S4nQQQP)#bpj6!Jsu`rDr8R9<6aedvB!^W>*$U}wH0z2%R&&*V2Y(Pc
zI?r;{H;o%iyCtID<<94Dq13u^r8IPGB}%Aqbiaxs;Nq#$g%=v9rFqhjm9mE$T2^<L
zlMylNwrc)TIg6KqAkn+Wt(z|BK*c5-q_U(@VdFVTgvxKUVwb3Z4?aTK7oE!=CogW=
zH#GcIAxdePC|DUuMiC_xlw1uY?Tba5vH?LQm*R4wLCHx)1b7Hz2C_*YnK;~!$c*^}
z%y`(24xs=H10BwHoWbyB2{9fB;&|Ea;G~OP#HGZoO(;>+DGsFv>su>JeG5uJB}#2Y
zDgGcx6U4hz=~{=YS4~KTGV_UX;_JyOX|*jZmgw24dADCzODy`$w$ECJtm`c$$5D~3
zV*|K--Z|UDuTN)%c!L}F2fXhad-pPbOmNP`n4X^!XAomCAYvvbe2zB9;gjK>kK!2W
zl`mGkr`po!wF<D!tW~^SybAvSllonKhLq7Z>cR?M>sV=F#MA!lyD#xS@Z!IRYTX{w
zI)a~3QEJL7%WTvOQ<m3TcEr0-s$E4rP0H?s)I5v5GW}Xdm~9;eEil$fwU1nF&sjZD
z?-2Eegiqc5nchGFpKrjp6gwyzvHt)V0`vHUf*1id)oc!i>VRoj>rmSU{tZD=qw61f
zLkJ0vHd}BGSi;DRzbGdMyG*FC1j^tCh(MS<YQh_JX;P5d)DQ~RP=zQU08dhg5P$$C
za0mx@Bae5f6;8Dw*QrwHqRYW7RI^qVm)lE-NOp-;3?<a0k6o7?ZPphox`aH35ScYC
zYw7D!oastiNm7)smeV~bMC^godQ-691dw5$Iq@0B#sK>hp64VIV`r+AI)zNBOsCaK
zOU@I~={T;IK-jFUq3cOA2<dqM0n~b@pl?UOJ*Q6U&TQ%(KdJ1tYrU~LBISFdp}9~o
zTEcF0mwh{K3TRdb)K)1j6)ys%7a4VgJx*FFJ$fD0iHvxY2ei&JnH~IKk;P`ksIU57
zy*FJoe7tGvq8eLBx!A6Cwwm-b;Yo3{R!~1rP?RjCwJ9Ocm6W8cE2JJUcPv|(s3}Oc
zPYoXJ>qQW5^n#!nvZlb5KopEc1E7>dhAFsAI2y1tuI-7jH4@Rg=U|e#p`a!k$VtE~
z4a}UQM8L&Sv54^{+MGm83J|UlQ6W%;;wT2;*1wOf4WM+FDs1<Q29vQ^uNQ53M{jxS
zEd?c|bxhS*?{#mgr4)>|ii&1eYosmHl(dFl6w6A`gejM~1XO|=1UQo<I<P{)1w$>j
z(%DH$CQ_%A7N~_b3~_U6PGD=zWZg45!&_?YR^2m&%4W4Lqr6{RrgWgTU8hCTvZV~T
zP^BZSuoP0IBPl#uatO#Dl;FuA<VcKU_XHecjAf5+NZSwy#Y#$^Vc{G(T<;EL&yp-~
z5+nw2brlk(Pyh^w21IZG6}NgpYGt#lT8{GXv~2_|h&7`km>~p$QRsmcV%$jK+0%?}
z*`ZW&p@hZ)5XQkuCpnGN+oc3JLx~+K0RcfsalzC?!UKpwNQEsbaU*b&;TSz96r`ak
z^;Wd?Aq<qdqLLJHmdPkk0F^eN7M<3RB=O)>f0Sl>M&mLhN4bbO;bKqPM^B6hiQXf$
z#$*WT+v<|X&~NVh{{Xu+9D@*XKWxMa?;>V1lY!W|+`+()ago1pcEIiiJ8-(!(dmV#
zHdGc-B)94iQdQDmb%6=$-T+9!gAsaGwK&^qD@jQD14%&u0JNck+5*56kXunCsR|}|
zQy<;({k=VdP|WUAJH{~vAPHBw_KahI5&_#`wnyh8cAO2!-;RNDKj3+;b8@dw^9@|V
zdrd!ocJt{_{s4=!32M`OxmhJk{7%~AYH{m(k9vhpj+5#7L#Q}4C!8F$spTIrwNEbV
zuFT!4wA0qq3xiay(Wc<l&eLzaQ@Y(ZT~MbYmc5|kZd9m(70|WpHJHoB+?kn@x8r1p
z=3XRRgo7|a(q==kxlN;y=Bk2dDhWAMi5O8;K;kyp01*pX?9mNSvFv+eQZ9>GXv-?{
zELp9|vq;1`P5%IWMXxm&0?nL*i3VqR7S(r&74t^J%1A)KQ;7;}XFhY_2r-DsBN3eA
z18In4i4q2LIU~+{&w&K)W&k`y8hJ}YX-IKypeQ!cOR6c3;j*HYfC*9*611cqpf^5e
z=_N6cP6~g8LU#rt2qQbr4~?3tkB{#D>T!>7eEZ}WIXh!9IRHQ(N1yn;auirTKyt5_
ze<%2FN8*3c8wj|1e=Q$7_^-))_<N`K{=dxib(!m&ar2o=L0eq1iaJ;7RF00a%T6sV
z`itm6bzvn8rAi?^ZYe3;l?WVW6>FYwQBoT<^PC#m&1!88QoCkeywr8c6mK?CpGMC`
zb#k5RRH7SOV4*0Ig(4DSwA4!`YVqz~=(rSu?$sV0&j7kFY3*H)l7HgMCHC8PWq1Kh
zhvChG7wvI%Z=)8ySeha0=dRjn+fe;#YXppEJvfy+sA9YCwjw>~(bo%kPV{Tq4BLd^
z*b?I+xhDn{?mz%fc$tB@#E&>2#O)9xN><@ZXiAo~5QL>EDq56GB`8P)l1{*6oI&EY
z)4FPr1ge_8^HbGQ+Jnxf-$0}vrk(bMId-qDCKR^aSW1%s#}O-2+!E1d-o*u>3uLhI
zwo(S3eF0^}7ph%dMM-rF*~B`BAiyR#vg?$ov8FE$4^pO`HoA1Y+b-2zoEGL;Td68+
zxQD`OIu?=&REAcZr@0(e>1!?a)TCT>1#RJ|sBQa2y)}xWQE{e-F27u=c4`@0tuh`A
zG!$1%%Z$3>8f9k9sjRE5biG+sQC9JQUa5J?he}35OOB~)JO2R6h?o;G;U^utz!~g&
zfjK``JH|+Y+sFr?@4t@2j-5kq*NOm$bQ}&bu#bpfL&ISK5Faqlg<pqS(=%4xb-zk!
zrd~rYp<gv`Vy%+%&(uDO#%Y>njg}u^JcgM_ZFJ~GI{^%cbJU^SH4S~)3l|#OlcmQ2
zS`k+k^f&7%)S;VV8f~N$soIAy@bw>cZzzWr>YTTxeT+}ocN6Ca^vK5wMn`Cj&Q1p7
z$cV(moDJFf@bLZLE%&F7>+ueqI(dHjoek2h(1z;+Oq2qr>uKC*CBghi2&DP<2%IH&
z>H<`j@C*58Jq5m%)2*QBU<B1uiiIgfKq(YTaW$)HT_lGEKc;}B`h_K69*FYu_Ip?B
ztplZXtNhfbvOTKw?W0lCT2rGJaZN2f=7EcaBQIQkr4$8A6!i^yjv|5qCIKK$f@>W+
zQKPkPsM1xBBBHNLYAfcQs;F%Rw(2S@cRH(M&mjscQX6&Jbu9=gQj!#ulBg$*W)ktX
z?kBPl(9&gk@+iVr=#{h7c_Ip#5yFmJqLRf0NMi9IbxY85!eWTp_x6YCmY6`>S2gu&
zD+333Bt>o4$CQJA+lqE*KPVl%RGZgqR5M2jED1=U(OekC;Nwi-T0KQAT|Ypmrhb^Z
zgt*v!r&;wIQb9wFhY&iDpi)AIQb<x%3?3zp^CWu=n8?9{1V%gTV`ImyHDz53=&7Qq
zsH3Q9K~29*^OWy4phAH|%@nOCs3kz5K!OrMF(cI%2hh{(bki+02~u5g>MAGdM7$j<
zYN_gXDwuGr58klq94RYguhLr3c513VzP`VISN;I`S<78v%I#Ht)%qVv>buKY`o7f5
z`j=1I@2aJ>)9KAOS5D13ZgjOsWecjVu30UmB})pDAjY)(cWBKcp}Ea!wrINzpH5q=
zv<;f=S8K7*(_3g;xxIbV)Q&oeI!4;3X~(GOsFbjl&=>ToGE_Cb!_6&WrP*eiO6m<q
zqbPz~`POtsr@v{Zu5KXarn%-T>eB5}lDAXq7CKUw8f(%t)RdI$+t>X=U8<_wylNdm
zsV{ehvX;JX{apR_t<<)s6x%M{E2{-iWdTH>dMip+w*UYVrB-p4RMRW^PV8RbQFy1M
za8zN$&V&-@CW#X$l*$WWB1TNdCjm3KV*`<{ue&wo!kzSSwKQ%&O<TuZ@J=HYeS8%t
zl9}MLaP@a85k#66P|H0dq9U*^;7Nj<L{3mlp>IJk2lU)$+yF9T1ou1>`ul7kVD>XP
z$8d9yc$jjT2~{!~tfZ(_LP=Uux7bZGlH$;osvWOlk%X;DLS74L*IEs@fTvRUTTP`=
z)d2E?Ds{Sb5cBLGm|>{^f~tyg<vc+!pt3s!Oz~z{DC2DG8*T8weg1wT1Jio&kpg33
zgWQ<R;Lo-O_?`n1IWk~m9A|OA+~j)=_=7*gCI(^w6EiXol5h+dKHL&J4ZEMQ+Z%5Y
z+IvK)@ee=H9?kX-KR-H-K$s9>MstvT#{U4OU{1itgZhv6a5U4eE1{O$bw*Xt+7z_}
zq)8wEObyh3gaCUC)kTWvKq8g_0DxbnNdSowl{^YhkU%410pU)A;vGGnUjG2C{grg<
zwjXa)-d=H+n`WZ9^;5dGl$PI07wIi*xS$f~Lyfr7id3Yf#4QFCl|`ZB{;z*y7~e2<
z#{6e%-!$&_TZMj@sI%$&?T&)?S5(av?tyiwQlER~TxmshA+XP^>#IX4WHr|7&N$Pq
zC@e=)anO3$HvO9K{!1^!teawKy&W?9uC|o^=HYBjI;fJhBkOXdklF*vN*eT<5$$+V
zi?>`S4EB|>Q4SIR04i+YM0iI7oCZKgz$<FM%prZ=xh@0N>yvOEExYCB1V95Jkn6C3
zc#n-?hHTf0mQ70*y7wuN;|;r1nn%7-rz(QYGG3}u0}U6_%j##;aUsOC>YKxABh||*
z?1mhwt+TM*Lm~7n7itRip(Wo-rTTkI_X^5qgcT~DqM5pnOnRQ5N|DuD)Y>CfSO}}R
z(LGy0@JiUeQ95pRx~3o{r%`ZZxP+l-2~rVJ>AV{#lprVrWY2tVbFe421jw0<&Iz1H
z9zhIjARs=`{a69O`~Eelfah=!5cYoD{;IAwNo8!hE3Z`qhMX)a(`s_HD|9KIhTm1n
zw!-5rEh~Gi*4wFDZZw339ZRLw;7j&4g8JyLb!!Muq~fkr)Qx)ntvZ}9(<0wg<BX}K
z)ijpcu4TZtso(X&Y20F_jWR|+CI;W1bCW;IJ8X)+_`xL4>INiaLGQnQBR)U@_x_yI
z9?|goz1ZvHRZqlPLONNs+nHP`CH{(<m5^2x2}N~XMKV-6N<l*j`c!(li4isZB)zux
ztxI0JW1fPk&)}_7*%G!_Oo}&9w(ShjHsGkILQznqpsKBEdCHROue_zuaDVh2fXSZ!
z0GuBk%uE^JnaJNU1~PNrPkpC-rc5$E0wM0&rysBHuV)^0<(D3H$6O!+rKwIV!axA2
zWkkRL1jztLU{4SNd*`%x+`#R*-yM%|c!R`2CI&D!^VrD5Vlp@469Ale{JWe%8)67B
zd+`*g<}warv_T`bXK5q|0N`-sWCOM$C%i%2oa6};_TmZ7Hc9Qd%x&c05#;Q1!9C9V
z_RoXf4*vjbKpEjmdB_k%iI_Xbao7<U+qbix*$1@vgS3GMw!i_f;sSRY0lwe@a(qv7
zBn{34KnVk5v}bZi#sKdbjl>*?;YymPtg540*GW@ROr^HA)}|g?MaGtu1-7!<kXG8k
zg`rZF2?_^pD*phC(^N6(T<r99OAXY7SJIVRtG#E`l_C0vSW20!^i~znhpFXFy5nkD
z=wPvL6WEerINbjLamn|RPlMVbhdMn@g%<k#KTst4ePBsPTm<!WiRqrG`l2N9AR-@G
z{XXEOSB0+KQqQYzywiunRW7+hb4j3i0i}Y|Ow|=RM^^LgtE~w27$s<RzL38}J4vae
zs-+|5Dc)!)OG;L>C^q3qg@)Y!07mCd0WGM42!ql=K5Ag0)U@l&HdLOkQ7<N;qzF-h
zszFhnpa)0=K&TZYB=rf}JGE^SH4QOX@(}Y&XXO^tbu^AL@`tRIqM)s|r=bf<+huE0
ziAsWyqy+}vSod%90UsY=fO{!a)4Y;A<G<Qs4(2<Z$B+@<VZ26tu^p!*pUPv4ovQsR
z`J**<TKZ+PN>f_x6~zuFzO*l>J@W2TvYT^DM4+`yr$b68aV@PVRXehxf#;Q8Z0e+~
zr&1qrNK#ofOwu-_p0?YrXjLU(I1|@Kr97~el1fsp81fJwc60I&0sU0^`o`5nKvI?v
zl&MNl2>~5SD^isJBqm8wDgh%ToB&jD=;br*I_*2{DxLapqVqK%Q##p4@itKLZC<W$
z&`ETk;X%&|p%qN4<!X~s%arO;ep;a}HntSA)U=jf2`wpS>OV?)j#LifT2KD~Vn=*;
z`cK+H5#)kL5%v3NUgaqb_4=)q6+vVNI=}*Y)O|Fy&`1Dux>hInKZvEv33UGerged|
z^wYYjOn9n7A#p#(6omf(XQ~q~)c{5$><k=CLD=pHf+G-2#|}gQBx5^vARWN&MkBZ7
z!j<fo5E@%$mdeyY53APoP$eXUq&$|0JtQ8cmQPZ^AwdNUR6Lb7<7@PsX|RUeX(?qv
zASp6b(oj^Q6hfR)Q;QN5qktv)rgJBAoMI*?VUh-5Mk6pzJDAUv0&y7!Y0gX^0LKbc
zYEqV^DM~6*mDHsul1h|GDp4mYQ7XwfJNG3YZzE$J=lmz~;u$kN@t?d&-1#~C`^qP_
zBe9s<+B59}CvB&NDk&Mv<P6A+d&cALMkE1)n0W=vtA8lDxuiLTbfK-d+qCo7Z=9pI
z`X4;|7i$I9$iJ2Om+9D3tqYNLDRtJ+qK=ZZn4C5Y5!}RkW+45^$v82L$RwTePqYC&
z=eZFwHul)@<d9<CO@r9iWfQcJXyuEd6v9ItyR=S%#VN~!6ik|i05A?pBaqxHHErAy
zcAdombi%4cCT*#xyMiTk5+doNCk*)s77D0}fGMm*-8M+(Nk9@PQi%)#Q4p@3d`En3
za_^fwq|}_f(pqy{QCxK!mO$-o{))v(MNY-8{cXKG5^eYUwL^|Q_;OfB?pjC=6)8Xt
zImc?$x7#w1t98<)gtOLLWT`LHHe4MpDHQbyb%ZHtkXDw$`hT<}MFg25M{SNj+(ySS
z5fc)4MBwgxci49mJ)}uE0}vyOHLYqx+0p98L8iJbR(7N10d>y0hH$D#AY*Z#0s+cw
zi9nzL0mGbRL`Qkm?PI<5!slyt-_Dr3mt_jp0jS5vqa4{N#&0AaqL4R7AY=BqH;SE8
zn8!CX3y>iQQr{<1*sh3DZ`x{;*C7Z^#>nEW)d)x`FFfTb4l`R+@W-oC;!uJC45)Pj
zCaXn?xoTCO{M!XeeQnX-+Y~Q0!$}1lb<FydPd@pSw#z_4B3BvW((24^Nyf(@#7P~t
zoW>)^3<9MDfz(NWl!8f;m;ebfb^r_?%Z;0hJwONBj1SB)_vh{ks=zl4XUiYE_Ep1j
z(z=S!1D6Xe#g<f*DK#H1<CLe=D@$MJEQeSQDNQXM1;DVT)`cV~DoCIlNb@i}&V9V%
z4$^yZ^r`Upgg3~(RJl*`&C@l@trtsicBxd%(2Ik1CL61#t5sockyQfb)yM{3C2M`E
zm7ywH93zKZ-d2vR=3g<^^O|as-~BDrjaXG@`R1xkGH+Gx{LMlw6crZ4pGgU)rD-jT
zaCO!bZ%DKM0G+d2S$cvue8lWX!Y>#whdFyvu6gOY0y<H!eSvI%qH}V^P7XD&87~m<
z@efpMx1&mWD`e^I<emK;b%prdy4}*+C>S`2GSN+B&&0W9qyg)6MbTRG#Rg(?fm9Sz
z6*)xL4y*z;gWe1QjE?&PM{~67r^G?*l5i))6FE7?@Jzwt{kK`PU3F5BH5EfBT}eYM
zR)#I=Zk4pDYI(}{nOz&MR0Mhqp$#_UD|NSAWz-?Y#Fgtz-K^o|D^Iv>#czDI(GR(F
zLRoE4994C-(Qi=+akX_WowTVXl?K33E3yQl0iO?G=N&qTWCN{ozC+I*{D=4aD$m?t
z91jL@gBwikh>h@IaaE?VUMo5cJ-V>Au!SM#8Cw+HE_#IuRZGFDbRodgfwe8vrGArv
z22w~&U#_&RzTF*H$tI;Oq2*CAO-AzDKvDuddS;n?B}q{Zge^Y2pI@wic#*2Etgm@>
z74>yB)h;Nhbrp3FR6MmUN?MAXeQR+=OH!1zDMXT`5@ke|-qG{$`}h47KK}rqs;l-#
zDVb&3yOo)bSxE?Go250)^r3x6)p@Hzt_GYTNg+(sDXN61rdjD&JZ?wAcf?;WejVP|
zP3jswQK%TzLr)Y`>FNu2SE*wcPL_>5(&ud~Hm}BN)9b1Cl=9NiG_>I)yQ4A&(UG@&
zZVATw;N~Jb1tN3qWXyZ`j^uydc*D;@$6S$4;bl@ftR8|Ox@oF(jy#3Za*&lo!~_JZ
zBANOK4+sE&hHG}ytw6c-vhs$$?DtLC+)!qEG435RLGlC%2={SL$fIWkGG_%?zH)$%
z*)c&;5}2ck-TwfKzlq%$&)U5t-i^}Qg4b!&3B4#MSE|^$_aD0pYD=xTWvN(gDQ<xZ
zQz&_+)Utt4D#I-)8gRwxx|vU^k;W-LWtS<|Y3V6jP+`+6Z4MTT&4K_ySXg+VslQO6
zOA4ctv}{CYFna-+?*kBLu^cj}kao|EpJ|v7G2CzL5HNA}+*4R+q|S>LeC|mOp_DiZ
z>#F5ZGKSp3WmZt$001CR04M-cQ8fnU)hohY`n(+?_TiiCJ-K%6$k789Iz6OYLL}WR
zkus*qlXS;%G0amaa~VUJMtZj8ak#na+$-yAoeEl%<!wvVOY3!NTZ`*?#i*%kQCiOH
zSt?Yhlf<6JB7BUP!N8LcM%kU@YzLV!GrkBuGw1Ui!NJdN9N>vRZrRKOJ+Mgg6Fg<>
zN)Mmv-{ty4dXK9gapZ1%j1Ln%yKlnGNFpb0;QM0)<Omqw+;^McT-m?zaM9l<@;`_Q
ztynLe9*@j?$Mm}RY5r^j>Or<Di_;GfJsyG&L=(#2j5BH<5&X>j5K{|ztgsXsKTOh^
zk)-Sb<>~q$v`D%pv^rA**7X9VVPMvl)}ngFd0bYHa;VF=JHz~9XT0LO>=G!)?%T1W
z+51O3v?csuf5DJLeDMcXYOkXg@MWQTW34{EHJ<(vg4z+b5`ye1Lwd(-J-IfP@3-CM
z-Mx#uo(Fa?;c~GJ_HoNLxgw?X^dr<OLKW1O-2ukBiVI}=P6fAw5|omeNq~@&o;@6?
zW$vQ7Hk(leK~%-YfN+d{>1%bbMr5fCw$yzgwKS2^WI~3~AkM~iiGok%CwSk#1exrA
zmt!IXV>ygx?KWL<m)F<VzN#*<NTq+8R;fuSYDH~1rFYgXpuE@&y<1P{rQ)WUsCuQJ
zS+>K^GfUQ_BgN`khC^y~xNX7vw^F3I(xj{STxm;ekWjJG7t{(A6bDL&5^@X($o3*W
z(E>LEu^qOE(Bj%yS`?%yAe5;KDNv9>f|3qFgOP<0dxEFe*U(cYC)naAx!WTKC)*}=
z1C9RpOZc?V{D;u@?H#NvTC(H#o~*0Xw3T{llFe3>CbG|EwYg7F-O~4GC{j(G4kb;g
z#Pqok2$LcEJ=Jfh=Y7RDMA4H=ps%%7<<%iFZVSBW%5IbrTMkqTda9QhTcOne+R}u=
zlBV{r_KK#-Q_B4u&`lV<yRGRJNm92d66z^ivtGq%cA%**w?wn)q_!DTCG<3>D_C)s
zsjF#=)_O8->1C!8@D81^lk859D1?dHnYy@LWQ3>{k@<umqrh`^vH^tVF9u72?#%?#
ztFpn;DgOXVOD|EPVQ1|={fBR8$lAzEB_`93Ig7F_AgtqYY^#8M%|$Z9I5J>@YV*L0
z36tl~#ZNnIeEH@@2Cvh$%eAW2ZPK>wG{ZNfQ8#dPRCin5&Dxh6x7JtFwv{gKTS8M*
z>VRy65|PHV_aYAaowv-9oJa&7`P>dFuUf+*Q(Hq+1!AdG-M#ObsZvlDrPQ>^OMay=
z=uk_AO@|fGK?qn_ks*fE`V@+Vs1AlyREl*WVgk#|lvEcI44|PdvZ(--11T1?L{m68
z#!(UEI&7FAR_(}hnL~nP$cGw+`$sT{h>3@&h}Rw7w}j@PU6Z$^%DOIRt~mu{q}FbN
zZBRRvfTbQwbbu2@GLVEJ6E4LmKm<f`BjNer;!ZZ0+GG%(-Se=XBMBsgq;)Ao1f?QM
zlt}tQM9P#%07RGo0!(m&r7A%}8c9Iuj*n3*FhZPKA5*C-RLKD$0EDRtNs<Eds%b1K
z=M=&eR)&2=mXM_Z)U>u#P?f4=kO4T8-;9lG9}lg*hr@q$cMss>nH;~<e-C;-$A8tD
ze@|WP%GIyksc$zrTU(5w-AjJGBBj$<<0$C-9-)e<>XAaqs-Q61mY#KdWd09V@foh}
zbk&PhzUal3_UdRTl=EicMW!uw<*)@~*5a_bx+E&O;Rcz<-BV20w$m<EY?tiQe%fw4
z*<!KEQ*jJvx9u&z=$HL9FH|Dvx<0vZ6_i@VL2LMe7!C*t9C`lI#acfW<sxZKFXEz;
zTdL+6^o2lSPU%0x%}_!02i7hgiE;_(Urqr$b8WrZZS8iOjBefP>rN*mqlZf_m^V+n
zTO)KFQf@||eo{)LRwX&yn0Ul@55zb1KT?KYQvU$p@33yU87Kw}botGy+A<lOd!F%k
z>b#@PB}lI%m6tkQvC~JYPb!KrX_t~*VB#fNK4OJ718~_ZNtX)T{o8}66r?2yZD<`h
zSML_J9HgMY48Ed;w3IR%abdze7K+ePW1$reC3PrlPf0>v>0C;>qo_*{%xpG3)91j0
zI~naI$?hTsK-vxnK5;#djKm(2ujP1qcCSS^rxaARsnw`uOHonS1j>|2H~>l52oVV-
zP6!j@G2mu>@(F|7W=Z3D{{Uy9w11aNn7aI+U-><~i%-q^L<^tenp~u@>k%~{A@ltn
znDsh6PMJ?p<7&TY5ws3f=-K%%$4@Y*y#hTETy0}bYGYeHF#iC{e9z&)g+dFZ0wf8n
z<n<T3ujtDgxm91hQ$YRb4|oACdTS|=XV}lpB7Bi4&)U<*Oguki0Nq_`dNBIW=;3vG
zL3;YpfZHx)Q1w9YeW33<y~`H(Jm-C&4Ht9Ud5AX{cRWBu!<+bQr^fWHZK*3l)Y{OX
zTUt~?(xl}jDoF}SNr+Yq#CaWj<!9{{<=&3vrjF72hf3?Kh0{%GyFHqyQ(H96&ec^_
zYoKC{brh9%9YsfQqh<9l7M7T%Wh^0IF56<AA)Yw=Pq-!{v>f=81el*`+dLviu#+T%
z?tRCBow80Qc-ZcnJ{Iw8)vVHP6iJ%qaEE4cqho@GAf{k3iTK1ZdXz(`0DypnRr*7%
z_vVMnOUu}fV-R&Y9-M4}Wg^?kB6jGwE0j)>Yv55`B|t=qkiZ}YF+>alwoumk$4_g0
zX{mKRU6Qhe8jn-nZ?3;VRN88jPjs$!v9=8zN6k|gS`PF$^6K8HeSf~HtEzj|dHRnj
zUDDQ`Y4Y0paK1N9X|(ITFLt=Ma;EuZF-L5_P}VHeRH@&?#X6g0s;Z@REQ)$?>&2Dy
z`bQ6vay$KpoC6~Vw|>MJo)^EcfJbOK$@`AxHj&14Mkt;*@rB|^xtSS>cmz1pL{RME
zz#;-1MNgoZ2XM%M)_~UFdX3D5)UYJ#Ng2eh1p#7+AmQ?F%OY-Z6EQ>*S-=l4ggFEV
zV-%uYtLS%~oXzE}>ylj2rnPIm6McU1pf#1M*GFg7HY>GNW!ARIT}4ApPf0;tQBdtk
zu701>Z4DPXiWHQ=6Z6X_Bi=+Db`cXh&T}2|BZ!%O>Sq%5JI>R*gD7#A6x)d>0Hwq!
zDozO>N`%Jv;<BAfaZzYjB8uvodUt7=Zs$nVKy41mQp1Q1R4L$3S{+-;P*I%YjY7k)
z*;s7fvt;?x;y-prMmwS;Lnq5f5-AD@fD}UjCNYEnL`R?i09DuN6X_K_=@&O{PET9V
z_VV`RI?*X35WBUKbPipMwHHv&PIXCxh!Hf3a}<RE5ip5{sDy)@oaX}>$t35-2$7OF
zI=0xJ@Mj&ojCk$_z{uljeiG|6yZrwE<)SO?Em0rDt5W4k>zSyaTE7Lmt;IP@cu8re
zdW#<?6=l>o+M1_I>uM>Vr|S2{rGnji_<7ZobWYG$U0tZs{{V!v>rORWOIiITvp8F)
z{mZSW)zb=!M5&sPgtE7)DvdoOE;>9HHlg~vciXn7a~bGQix3y(eh3RNc_4N<24c-o
zbO`YCj0JFzm@-0u33!J;r9O<|soE#0+QI9}P$tu)=gdoSOL+1Gniwl>y}}8aXtPYq
z6lZ{_vP@Krctnm;EOVHrGGzJp>Ll&}0x=^w24W6ClbQE{JQ6k$`u2h%ax;z0_C60-
zKW7G$e%E~F>vyUeDoevu`Z20CRaRQm?K3HVQ6k_OP^xj_A9|+S(rJ>g@MXXXi$n>3
z+DS>IMaP!`%bgLu(*FQRo2z!n+jj@uqIq_blvQ;aCe)@}Va3rES4rxtL&#*76!Z8(
zKk$k+7jZ4X34#0Q9)1ra6cR)HOR@g|lPSbn8BW=<peEq|0GUtlXhZxMgVHQ@1(8=5
zCPUOggC2Nr-ae`UMti=ta&)mWn_+~(nw*IO*&cOroU1s4kRoUK{(XjH^a7_QOh>%P
z2fXjG5_?R52&)RKH9FQ<wmVz{jH$I<D;#YF4X7>Fo~O4ORg}Ndw$xKxm8G(h+R(Ar
z$E%u-yoZxU-3_stns(`5YTri733&}k>RQ$ws16l<OK}e*lerm-D!EvGKOe8|_S6>Z
z9meHS+bvT#%WG^tx`)uFSZ<a<T}fJmIMZnASPZ4t76OA!tx%KnHOLQ-E<`zeE^1r-
zK9j0@Pt>tgyXAGNp4`=6t3vuv&3LU0yX(75^9XIhPV!7Rq!v_%7xSF$L+_|5_nmo2
zNJ>l2IO3Apa+IY@Qi@QSB`F35Pi{QmM&lTq2s_Wd&<y@t@u6ROc?GBp+cudqw9d$`
zO3ikw0Sth=7Q(QZGXRlLH)Tf!H%=e3jGH&+hI&KZ`UdWF_Noz2qb{!LEyous*y<KR
zC~oi;1V!RUBZdb=WnSe}IE3J+6y-P-F)v~MJvp(-jZw=@EoRbs!%u6=lRD;(=~Ha7
zYAZd*(V%L}dSTaGsj=18yG$E;rk<ES<H$uy9$J-dL&23&a#>f>gf`U;veQHveNMLe
zXwg?#I*2Gj>Z^@Pm(kNGQc%$fl8%&+o+t<32fX`0?~~+vNE5*)vGcjfpFNN15fcDF
z$=SB6Yc>fOHjb8fic7d(p1DXvn9dKzU;>jRDNC>h;v=|-h>c+N$5<tG&i?>;f6PR&
zhIsBiGCQzGs^N49jAL+anas0+<|v|{XvPpJ3K;?vpalx4Ro$+40F>6()zviLQE8Xz
z9a}5~Ep8|<$x&&PdXBoVmQa+1EoC4TnUPA$2vSK33hD|;=^%n&g-n7vK?Gz(=Z`rb
zm$A+#J_mw7FgRY)a}pp8_Q}lW9j7D7+P=P3P-AYLKK$eF+&^|Vn?sH`pq_yGl<{>y
zqpinO0WJkPh<u=cO4657H(dIFo&~7{EoPjx>PMr{r3MqwsB%3(>YOJt(&~B?O!X!a
z$7g?LH}q6!E7#*D&FX)Z+CRoW6Zt-m!9Nbsza#U1H3Q_nd*^*WP<le79+-AG-cOES
z=x6yk=Jb96>W)!fzHn3i9v&CJ!nF_df95(qznt}cSL8iU-*kWHJ|~J2Z(IAG_%)mA
zs_sCt2(j-X$@0M5)3hfzt$VdVz;>V#leGP=6vK=;`Afa*uR-v<G?FJ&e}!fdqbp`i
zUERogXS9*8bfqY$My)67D{&L75n@xg?(*^k&Q00W>^v@hUdmhj;cf4sB_RoMwIOcK
zRS9go+Ikg|R_Z}W1a&G>mZn`v=>RN*7gSkV9tdwCOHpM@2<h2fWOT|@pgO0CZsGyR
zFlWK<kUy7cz@7>G`+cVq10D(7<MqDlf^m=x2z}Y>;rg;U9{>uDOkhNjGCN>xx$Urs
zF~1#k_*D3;<cBXgAEfj~w$*OfH3px1Q3{%6Y28b4ZRYM;n(=w2b*h^+p5;!Ws(XuQ
zDRI`y6oQ2TiR55?(5|AdQW5DSI)prwwj`x3rPQn<G7u60PC{^^3obOG-&+6#q=kAb
zT3mMkb*WAl(1H{s^fVHBlp!Feqf@+W=)2-67>Q+{Al(<p$R?zEs3N#7iY^c+37j@`
zn5HSZR198LM0i9D7~bX3-Eq6L0`7Tv*^KSy@^9cB+iqK2jNiRrc=ylZq?IvJj+BUU
zM<jC)%u`UV_yB;Z4w8U;mv6PV#5JPb@o#hI=7^&jhR;b^NNu#WhN{c>ttxaCE{?4(
ze8nQ_=#=<1k2JSvl(0$^wv3Q3PI`QD*7KW|_nuv|%XT!qJ@MO0t8QmjuK3_?({`e~
zHq$hNP1(|r^-aByr7iag5!6CTh&*UwQrgNtdQer=94@v)Xdn`ZQ(mi%6-+3GkW!)q
zl#-x}N;A>Y;8UKGJvAh)#h>9Jqtf|8h7zL4`j1Wt2_A6M>rhv>UO0_2r}n!T$oO}w
zyLMHOLLflwd8xNq296GrxmSs1#ses04+s=Mp^+a+O=3<zQsCpRgyJpTU7xzHOWpy5
zG%?t|kiALCxCqV6lLzw=t(~;sWK`M8Bx1EmAQeog9b>|0bFdw^-f}^KKXV;~#FG;T
zXb~NTGvD*XZ5a@XR0@KV1tf(fK!qhkbdaD7r}dGXjw4e}C)DdnLfZ%mLxeWsdcf)F
zX=N)|`hh(OFpsG~0uLLdQ5yh<m%BeO&ySXWR#fk?^Weap@=SZ5W4r)K9w#{85H|<L
z4j@JZ#P`eKfvr5x!>*8Sf$CT5Q&Fguc~ecW-9wcwYD=r6Rj4@P!VyI6Gj!{4EH0fb
zDaP1Zou^}!9~e*B)A1L~*6fVYu8B8WJFL9Rj8rAHuTI%ssi#4sVv33HN~KP-RHe}^
zN~lBKYjJ9E*Q+~cQ9|RqZYxY7lx5rk`w|9tD+91)Ad>(vwd_cPa9mXdlL2zD@CE=3
z0wyn3YQLip>4u1Dj<SvP+H`dow&<GMN(`*KnA6tVtAt1r;X3$ajKi{-gOMy#B6GyX
z;~<o&DXgFsC?z3EDo_bZM5#(qfB=$Am=H77;K1T}R@&q;Y9C=#%pvhk;-5VWZO)#l
za-I!PZy_P?M6z5VzOuihNU7%+AgF{DmpTvwZHEAkw6=f{l>~??2%eLUK90U0U9vmK
zj#fKLt9qDom%3HUvVmZ>tD3BIYP+hw2T6R~4N-sBCC^i<)Xeew>NWf}0|@8A5NU4S
z^vwk@ci7616(LkiDg#%1Mm{)5K_PM=Bb~55A4U&HB6>$$cRjvq%_}f%*d(R_$)Q4U
z?@Y78Gz5y+W#Rd0q9zqrTb`hl1cU^@O~hUTa??;+w0|&kCaSD;*BR5A#>siDNTxoE
zbe6l7En+H|bq+aD`>0bz;L7L}kWkoLRe{CR9=`Kq<5S`G^UCdWX46{1`>p!<q%|d)
z*K7WZ>grb=t-IQ)=qZs^TX3?`P_WupPy?^CR@1GZDav<Rd^YQRgXaODJlf`gwE91V
zf0SKpn`g^}e81uU0MbjJ$@&E!N2DpeFGwTk4fOOt2^?do!Oj3U?K9_Ke138u6UXU0
zV?tjJE!%=j@@-tkq}|h08ZO;34>agK1YLs6*HGY^gaU}7cILpJa2^pan@>F;Z|wk#
z)a^I55Va-ZuBVbP@~`G&<efN7TA=;}@1c&yX@hhH!)1)20rC<^fr^2FF#?>bRg-$W
zp$KgkTap_`T3bRZs)7(41S};XzyMGsE(HB5OoakBik|FRVN}oCZFQ{lttt7MPeu0B
zq;!V`WdpP|t|<!XT2l2(t(Bk!wzk}Lw<!vdIf$IXOytb=9>9YTJLiH(k7)1-*n{KF
zVodnr!TJj3taRKu`HsWq<>j8Z@!q!g;iuw$i{bXCQpSZhsx4OCnKuzheRhtam#oI%
zDc)#SQr98I(%sIhqL;0e6*#X_sc9|zywAk9#4WSpP3<J>bd=gHy(Hb}QP5o~tL`pV
zIeRwWn=aPST7FfR3avC^m@Nokw&Uiis+6#SQKunM-U)&BgMqp2*oltW;F+DopZbjN
z@3(A8o~|{IQ?1WgJ#OyO`oaa_2_DkyO@U|F2l%+J**Jxt@qRIGCj`JaOjB=Gz-xx6
z{{RKUqW-j~I%s7<Usijv6bZ};qTFQwlL+9N1j{%b<S3Rz5j&9)RWp!4m2p3%@64<=
zi)~G3TWNi_Er48`afP=``f3trl=n*uZnB)AYY3G&=_m)Ab++iQu>CWNW~GOz-AskF
z^Gj*bk_@3~Lc}R51Qg(cBXB##@Gxx0;m1WTm*jsEZl_iYx{>G#q`sY7dldfwG(ayV
zErNhHUH<^p9+*$i6CA_%!oP%kNAn>zTB=psT6V=w5X*FR6mGt~D`9%=>LE?I%|gx0
z)VAv04y<}<r|Jx}hLNn>I*K<H=W$vC3ZpTA863$O=QNIigo-i$0Oq}sK0vR|1=1eU
zwo@sC8vu>5s{V{5(=80s9ceA}+Hf@-w$3ed;X$IY2Dq(<mmrUO1k0Y@SpLL#=V9G!
z#WyOXJ8_8#s)U&_8Nfc$d;Uk<oC(3<V95h)7yx6uWc&G?4?IsXT}~ZamA2|?#JKmW
zzf8MAw2w{1dQ2vXP0})gwWZQNO=Kywp$bE4bq*o;O4(3RxKq@6k^mIdbn8bzfMrxJ
zHlngYQ1t*n03}8Uvul(5dgG?y@ZZ3FzWS2Pe!s5!Kp?;*V*rh^cmX&YZ`-jG<PZpw
zXSe_k+)lG^_1RmER?r2bpsJbrlS=XG?3Goanq~Cos3r3OJAFy&?@z%U4Yr%%*G9KU
zC||Di^+K;tQij|st6rzOJeKMm2?}@Rt<KQ0r5>ibPzx?N!EMJhT|vDD#Dqd%u}7B`
zq!C~(h~!!VV5$yR7YAG#yTJ$zxqLjYv~^4NfB<vQo{f4CPe@z!^^kkLy_8l~%j<+C
z7l|a%+?}M1Jb5FV$C_RkPO|;#XFSk&Aev1S{1L?A!@z*7<euApv524N8N}@nG9W;l
z08YkxW5#F9M497felw`)D83|ljG6`+Vukl~?NbS-OKGQ5i_(@x?k+d!0Nnm8)xo#A
zaw<^r7Yj;<8p_2rO<RSkW*@0>DJm_n(%o~R8>peMr2vq6mP%nGGse#gBoh$vGT?}|
z2}ss5Al%318NY38lb%780;k4gxty~bfSEBwcni=fYwp%Pk$c`2VcwER)|JygZ48oV
zi)5sGj#bQHKS{8vxS*53Yz|XPoVNiLDLKmE4sS4Lv7gE^Ka}hN8({Vzleoz2JROEV
zTnxv2nYfjvE9n4L+4?I(YGoBD6?IK5`i4}bf@!Jg)bibNDItD>gJuYblf+6!mbbWJ
z>g_;K<4RAY*|bo+(I3BQ-&57ELy1@VHMEeG2qh!x9Ay5!ylYh0J-=RlA6e=k8>7h2
zj#|!4^4`tMm$`1vsHd^Lc3l<CI<<B;dM@{h+tZCbNOaZR3oO-F)FmrR=<7g9Au1Ae
z$D4YiQgf34&OkB0nA)S6HTr#8bMf_CDxIXLs8FP!qPN=Z_DWKk+SVwQSlVgr%&Etj
zrv#|1hN1w+D%7i{Dn*)thR%Ygf*fh2)>rxuqos82*H#A>>uC}ZEw-eXg<um!sjscB
zC{<-;Rbgob4VtQlpDm|ghRcgzLOz)35GH#h4mFs|I@^Ysk+@@H3ff{@v;>2|a`8cN
z+T5n?$KY3Rqhz_xQ%zIy5lbd618u6;y7j|UuX`5Q(_5bFR#M2bd$29IGsZzREO&E7
ztqT{I%%d90J?wFgS7w)QeD4XWVK))L4i^HgHd}kKbH1}x>A2TZ76g3qo?*fJ#Wh^;
zYLT~^BkFC$s3;go6C>TNNl9&|T^*v>g*M}rVakiDlT__XHE3ZTokI*Fov+-Qc9hRj
z+-bFS6f_j;s&dXIXEV0ZBt|Fx{lJrm;Odd$Aod1)lOsECusJ)PHek>9d<S9rA9Yn2
zAG_oOjsE`tynJfqe^y?qk?7UbhuAd6kg@5vOxL1GgcQ*xo2VqHtM`RNsP(87p(+;n
zQ+)ywuT&_?`o~8>1|hD1psxxp5du193Vi2(_h%i3`0)`xXyO@&jpTQTG7sDJ`*-3q
z)5J07?#EsH{sHGe$4;IfquuTMy`nP&AgN&v!V;dKr%+O-2#=s8uUI8zMO`IM1eoel
z&`2CjvuwCjCY;jIzf@|}u}+F+%|p(qwW%bEc6#4R3XtksTANB9Q!j>!{Rg@!-a!~M
zk^$aHAonETkL=?kG1*_)z%1@^r&%FFiC3ia2DvXKVS`w0f6=Wpsv!sW%BA_UawrG)
zUa5G371U0hecgj)+sn>`d8CC04Up`mTw4J4lk)k7Tax2|sgC3LGjRxk1WG0Y7Vz|W
z(ZcJ#rN`;vu0-u#-5V<*-lvc6Qy04%gPzQj9^V=Zs^9=fAI8%ZN(Wd<uP>BtIlja6
z>n+qW^9z_Mb)~eS0z{=?C>i|YJ3-^XoR~PC+44#INr{7u!Hzex_Jp}?M?5Xe+7(C=
zu3uQq;WS=|O0K5;stnco1M8?w0H7r<lBADKQ6v+hzO1PVS{iU91ay>oX<9%qR9P)8
zOA=MqRo1uxYAF%MQrVjIh6XBcvYD58v`x^pI-JuYC)<Ej<)z2dB{wZTAP^o9&1w3p
zVuqP&CEs9ox>Me&O*x1egj)kN--~_$70T1JyzIvNTnZ!F*A&z#i_I_wMj0k%W3)kt
zJN{XdIgzlA3CJLi5&gp(?Xi+mCP4#(sRgh)RoB!E^$w1LHs}qNb#*~2E_8_r=-EOt
z8!KN+gdr#@LY+dJQpgDf5Z|tptxAvzloJ9}v`<OShThDM!M5E4_3w=DpD+rq@t%SA
z`@H@BeMfI9=-)3tXkB)N&>B}oRC2Y8)7no?T6FC#-8#+7YHDfh)C^mx9(vw%y>UYQ
z3TC}TBEP0VDNr0}Ca~0X8oyTRjaydAY3j8`qP=P=ns(e%jnmX$E>%}I*=@p<sl+zA
zrM8C@gsDM2N(m>6d!b|_qy-mLLJ*Z9ZWRIq6d;wPsGp@PK<k0iB1rQgNhK;tN|IEP
zl>!P%Nl8gcvI<Co2#`c}Cyizj&bIBxvN90Sg<|ql;%DlEmy2`EDj9L%P0N*%M53wA
zVIy)TK^z7+N&ptU`>q<Lsqi+<vwdAlPeIw~l^b=D;^5c=0+FM3B@?)di(={WfYG{W
zm02a-tAH`M_|Bov6pgps=dsCv4EB&tazXLIIS_DTV+Ua#XY?a@-w;o>;Qphkb{NL-
zA_3UP4o8Ac+w3q#I)MDX+h>iNK3nI@;lI14N8MFOWCtU@ai9MHw0iCA>$YksBXS3@
zkM01$KgiD0!9Qun>JmrZG9ov|+sttrH1E``qMe7T9D=fjTU*Kr1OiGB6t0ngPTx?I
zI5jhA^b|$Pwwm4&=xNrv{%)-Rv+E^)ElgMR5z>iq)__`oAt5Fk{SSuUzvyY_=g>X4
zzyJrIn1F!%DwQ8$jFNqXiIN~pckPT%9*nf}>M3EByr7jSNolgR1SCq9LS_;Gl7EB%
zR7`C<^ES2s^eG*zccH0zwa$i{c`g+@(MwLCTxG=cpa-fHV5vnSM^BU2TG!HB4;C0D
z;wkA;ie?fYP*aHLWhm=yKqLgXRsc#<CNnh~hC^_`0PUY=_m54(!=+ReO;XW9Zg&Q$
zQiY)<hu8D&pe>~-D@_u8WORfm0$eC5T7pMO1g1BxR>d~){4J`g_uoxPu3t?BJ74>e
zhOJiRHAI#auc<u=X)UH3OCbm)cIfSrKcAhvWc!`S&ks41IU}?PAbwHzIq(b@*Vbx%
z!X0+s8O}HT1HVsz)yY?SVy%iwcIlk87L@R;UA^wAYLq&LlhliPy#+SmT2<;LR|T-+
zYD;KklG!f!CZ51jlB>1kD1cNGV4+e%qaY~iG!+1F2}(&BDF*_DCm@KB2k}NkNRf;J
zM&RHH%<%_NAKL@lIR60IxChVQ`@X*F2K#Iq`2hHo2d;lc{sZNI>#XYA{?INid!OM!
z0tp@b1AsT}Y0la4w~;%N2bdlQ+c!?TKl!h}j^BtlI~<g!VcIZ!cOb_WoXl=~nKOcS
z&gL^I_S`}Az5f6_cmDusU;hB5J#BaY0Q|eXfA_ZI{{ZU4+PZ8S&r<1yf8=YuT`LMv
zF3~AsqTcWz6?*g)A<9Py=^ZL96{MvqN|L07ad{i>E_GQWQQ0bVeci|g^`(%PtnNB~
zpH{lW@hV}oj)gca&KF%@sI!#-F&S5k<GJubAmea5PCQ@&=Wt1$@t?4c!vpOd`~CoP
z2H%Wd`X<~y0paf`fctAu5`d0+514E}9|89W2v$wFa=QGQRo!&c)OyCtB&NE+>S`*R
z2kS~}EkuijElOHa7V`;h{{Ta(7Qf;=V^xJEMGHwvlA;Jug#tRHC@2L2G9Z9Qjw%+*
zo!-q*#bv6xw$}TK0h+36hiJo{3jssc3PKjz6&+z}C<px@5D3Z?y3<eUMLS2#i$%Vw
ztJ6SlQ`$kIx~XbVPhDHqrs`>H)Wb!;Ne)q|poUb15byEM3T}hIIOuQ15%v#I$aKgL
z{*^w^b^Af)8yn&s2jPvp2C(e^01wze7#kSz5s^3>m?wadj0qs-0R!L0aS#Z^!8>ME
za=O!hq<*)Ty0VJ?^C~4;e&B>!?+vyBNc5Lf;{vfGtE4_?=-Y8nl#ahqE#kY4Bi6d*
zQq|h)C|_YI4^UkTsdz0&1gSv`(72Y>)R!6oFc4D?I+96)5XB6LY&`@w0rv=GJ{ixl
zfM6b-d_Z;(_ki#BVyVQ)gD^kqA80u~M9CoMh}uJsEH=|iam7eWZJ@1cAZMj1Nm9O)
zlYt^91BgTG4JnY8x)!jmqRU0lM@StnDZg1MFeMGR5M-4k%BB^%we<C^YV^<$j<qRW
zEu{S@M^VBAm_UT4aRf&nHT7Pen!t3Z1eQ-jiE&6nfn8lBC8a4YD5Ru?r3g_$%ECkt
z)Z0n)il0Kl;JB8M>YQXsWGODClsLWmLv9o(r9iD9g&A^5krNU-WBKPjvj#Fq;da2E
z0AeL4ByMDF?;sy4RML$)R^U&r>wO2(Q3+vvWGCucCZH(^RDzJSsbi&GZJ9`gPNhvD
zu};!fm6aNfr~OwFr~wK}o>e$Pa8O%i3s?4*umIv*owJ2Zck_+nN3;+|a0H$SkL3nC
zOcDe}`Rs9!rB5?(tfqa+ib|KL-dis)<FrdOYEu;qsfvbw&3z>LH4H6nJkT8vHm4Bk
zRF$e^<j=Q|a0lrJbNXj#;tsFzB+Ov>!0>nP+qVWg91LawBisA4o$;6|RC6QSdC8bR
zuKvacjtL-tbQ}YS`;5+H#K<u`KumuZw8#X37|F!v#{2l-lZ=lrb0Rh!jFGX3>}GgU
zq6F+<M3b4u`vK=8Guz*X)IpIV4hS%D=Quk-!SUmdGJMSU^BaGG8*e!~1~&j;NdSO5
zz}xhn<OD|wRbi{eSoH-`S-FQATR-_p2BmF>5QO@a@0BI?UTrNm=_wBMpaPPWAgL;t
zZM!APsX){XI+e+2R3@(FK-$ly5|zD9+t&u#B)YY%Q`W61N>CD_PZsgq=5v!f!I&ao
z$9%-jGlFpfB4Fb)0G`pjc%96Xna{X={{XkBd<K<PskK!yx6;a(xHiLntCcp#O=U7#
zAt%*wO%G9)<$Wa7HpvSMZ9pvq3RK|7d`9yF`D}f=U<u>ao~oja!sRVP)b51z`iwf`
zOXwvgB??N4Ob?{}B!EaD4l68Ne-Nry;&#>E9efncB8?S%!+*SObj&)_s%@r}5-KR_
z04q||g+~s*Kdzs$l|r7_AN8E~GdYl8Y)nYtp5ikHJNd_*q#pC!@pL(+%j`X0M(LoT
z3g}@M_gJ8)s&pl;wrQ3X=+v#XFDp`MP^Q3AK`41GL0P98v^rb6-Kg1sp%(Vvxw^HW
zr>PC}ih5P`2~r(3fro)Y+FF@XUg5$$akpHK!Sfnst&ctDY=eoO*w_dk%ZE7FcI-C%
z=6#Gv@_M+q8+S=lpas$D3$wuqQCY5_u~VVYf$BE8WKrK=sA(>!peYs9ZaCTlgV0;O
z3`jk4W35W0wOi=`03bzGYJf>W3Q)LI)iAZIr22#~hLl`z29S=FA&hv3!++iP)9dTU
z=ZcX^6ylJU(50<sp(sL1ij<;Klz@;_qM|?nAgK0}#Yt8x!)?Cn)DKc7nG87jt_Y#%
zMN4UNnL#zGWlQ;n)`wd3(z4@9OQ{M%lCC}7)mP_Ml{Ii(ztcmBOLlsCOA`r8&H7KI
zQrX#|U<aEjL#NXH;8Oa^y4BS}Q;sb~ZY^#p!lf;1B}!71M^e<KWlAPbUgl2xHujI*
z;qmeNgWI!zt^WXJR#R-FLfQG-&Ao&z30s1hH8&TV3lb1fPROM$f;v>%s}M#>Fhr!P
zz{(a}Mc%d2rH1+(qP8>=Sx{|i1*@vuD5&UK+DT}-$`pjU!>bNAMVuUO@8)6-eXt2I
zaoSYJbKf(92c7&(54>&!eSKz?Qhu(LYMNVZJt}3jAxn0mrP0yRJw?ZUU1?g7r71rx
z5aQ94garFFe7dnr?Hx61w3N>&D|xCg-5;u?t)~&{Dwz!})FIZIbuFx^w7SwAN)qA{
zq|wPe{A>vTW+q420%NiB1f7O^b`jX`=ePt9ZNxM8{3(q7nwfg4rS&Oq)IRc+J!^H>
z99p`HXQ@jnCSf3xj1Bnll4CvQM)8l=X~`JxAaMXOurV7*07#gg{z&W$aCtB!V18yt
z-cR!oGbe>9lbOefC&ZIJGrSY#F&tHG*Q>3iVRq{3not}|g|s;|>v04rwYyB`RWrpZ
zNF&y1zz75YQV68=35)@pgY0v(KpuO<AEe1AZxJ&CKh7uH25@9>r`PPP&CAO@-<*2Z
z$Drvf_8PnW{dX4V>mFP7XCJAix7FNTsJUDy(Ndz#H8mYW<p`r#{n%*@ulH^7pLwJ3
zJFU5Eq-yo0R;SX-w%dgQZfqLMij_#Z+N9B?<67mSiGxm>hiSkoWh?4=4WPWZN!QLn
z^D2XsT-(w7!@5w`-0ix3`>?E|w|WM->U*xAy4f5w$*OvuoldkaMc|iSWdt@yT4WwK
zPvSe{XO~>t<tC!#=9JTV+KS_-ow0S-Y8o329ThV+tM#(<;7PXX8?{5OI&G<C1JG=K
z@k&~Pc&#pJJN>ogZnJ=mP0g<4Bm3#$+oq_XDoCu8@fC%1luMBw2(FkEhT=GmIK)J?
z)!I>NdN)ewW~R>SMbzpqS7MKGjfVt`lZJ(oBTHsI-MB)uBzu<byT;=?_6|&<#T1ZC
zrVvD+3Y(m@b_=y5X{cQy-KA0#`YP!bD(RI@mpVOlI>A_Jr7QSL;i5!BMB<MoJVqzE
z9yZvXz-RA)v%HA-X6Cm#tk+FRps!kP$!oRU)nuxA{{VKo(0s*xJuMZ*Y@(jmWW0RC
zOtD=^qG}M7b+`vf0P#rX{*Kjro7IWYeAKjQZA)~kv(jG}x>;&#8gc3hnwq*wXBfGn
ziq`T%9=27ox_51<Ng-=cQrGHnxFK@DI+$Joyt6fCTNK7|991&mBBoLp;$q_&ARK~X
zfQXa~8S$z{M@qF8CdrP}c^f`yrHw42Nk?4EHsOqPqlFbo08LRh7YfQCu@X6mQYd81
z1TnVGyaG>ef4p}9_A?W{V8;ZUW&p-Vj<2_D!285;dHx%uE~;1ImztX!>k9PgH3L4a
zDx4`&(u7=SkWj-y14vy{C2LZGm(ZC}mZ{L%sf0H3HhR02GwwKwYP(x6SFuuAT9UUJ
z453e!fo)(q<1M9WPg`nI2vW0{9}WH6`#u|pb;Vcvd52tYx5vxxA0H~UdWUH3+-({6
z86D#!eS(-0b~ytW+~@DS#t7fJjdbp`wISi?DK3UwOW#ASDCDWeAk>5aWl9YZKS-63
zk`y$LR2RyKOtz+5Dno>gl(&^mw$cdzs5Y}bMj$3)zP9lk0OLDv&^?=V9sFxK{4;1x
zKg{lT=zR~Wm|b3<y}Nu>%AKm3iZ@?o)uyjErrJ$aD~!}L>r`7>X-j2jbJJSVm8D9a
zIsx%h@TbWxUvfuP>s=3|sw`TAPrIj8O!_qrr@A5bt~#30XRB%2OU2^k!oSU~FFn-T
zNK<95us{ZRXQH*O^Ow4!&#ZK%NVnf?ih0^9mr{z9CEA)wiVBnI6u0}gX=<Nq(@|2A
z7Eh@p5tH@*0L1?QJGq-<e@$xrXsd>wseYcN>r)n61-*wJq^U(!B9#3FwTkBjGwm|#
zC~~c6ON}ALB}?j3t4o&JykzeydS)KuG;O~e5yLAI59AOl@oyxnhk#~n(=$gMsgcrc
zmnSaC@Q49$Bh{K$s=6I&=w_x^_r{nK=+vv6_bF`)#MbS#Af>!XJ6=9A3{#tvaGcCp
zq32L{E5jDuO!j~|M9Og#FgQxeR-lCxx6&L?NhnBB=|@_+NKa7^I*97b6NvWo3Kmf7
z%r;7Tf`gv24nPSDrA<H!B5-2>Nd$?Pan-t|EybzDoRzIbYakAh)TJ3P5<ALL02qP9
zJww<*%x7cYc*3V_MkEYbb;?-joc`XJ4<7*!&;jFK($MseQ;In*qooai0s2F36)&r)
zJE*n-2!I^QhRkwL;cu9n_^@6t`Z}XXTdh{h((KMw>U*W?lB4IDqol80H7j<TJ<+F|
zMKyIQ-F4b_{-;1kK)}`w{{SHa6Ehfs06X|5WJ%wTpwEP!PT%<_%G#YXscI;yF4vt=
zU8<f<wQji0D|ZV;ir&p4*7GbVzS=E4PV}RrsX!%4G6h|$7qg2h-c8JFhN(=wcA894
za+g1vibf#5P>E!qZb=kK3}X%oDwAOm40XSu#)8Ld#-+N9x+5kX*zi#f9$YV?or3{p
z`Pyp|0kY1(hfs!oyJv<?G>RusjMfn`N<#?oW1C#D*Ib3xXwuq}zTVC1rpZrsVz*1z
zRVIp}*IiRxMvjNoM`@_~pSRUC^G;H?C9&1i2r0x4JmZQgb#6Gd0o11!R-@87ex)d$
zr~m;t0C)g#vtJhc<kQ^j=9M<3(^S>;_KP-`qSCCJi)}RhQtkJP^~Kt>p_gAsVQRbd
zv{bO7ln$hU6RXlOv4IB%IT;hUgPAk58QXKV97{a6;$6=-D`}P4B&32ROcLd;Y>1bZ
z20tutAR<m7;V_78(x}Z?jkBS3BJqdQxg{m6c=_jz?WgKFGrrXvK_N(}ITX_E1>ysc
zt~o^&Qz1?uImr4*0%jwyGC-V8e%qLWMC1W5inoxEkfbdG_)zOjK9q$XsBAoi`h7<#
z=#Hb6NeKc<LC(NOoNQw!1j*YTW-|JwdVB%fe<yHYMmF~(o-@^5fM=i&TnO)s?ehEj
z)<)%RlFh35kD;`+>4lmNN2>JRpM0?UjD@D{c%`6lynR;PN3NQWMQ<@s!KF%#OHDeY
z2Au2HH+~F09;|$**Vo-QrHz*V0ASL$o1L!W_NUghPNuSg*-=>4OZ1gDJFT_mTXlq`
z);?d=cr7Vml2m;@CR*-w)?1yv@ocJcj^}Ewq`6z_+UfOaYp5z4s-&oBDFw3SJwr`8
zf}|}yNgYWbM;Y@{{91fL>g_*q(%1fC)Yn+<)NfnvREX31PKnCO8kWmX(>+;lu+rQL
zU2RH3fK>%81wlnpt}8p%+Pvnbt>?Dg#oY1H>J-wg21ZGrY$!TOQ4m3rDxmKu5b1K=
zn2GO<@SOG4+6}6j7h%|Xl?AFgW9zNYayC$weAlZsyytSLXqQb$QGY!3tb`yIK~!CK
zxKx*LVw6vgb94Z33yeP6eMPje*Qn!2c%YUR<79;;4uDXyktBqu!eIXZ=f+xOdFcdw
z{B{IwzDxpQCPXc5C@rO_3LnCxDM=uZMD+tBtEvzDph%N3$EVDdH|eRSRFIyOsI-JQ
zlhOiK9Aq}))RC}tP9&2nLW~|P%H<&3af|@tZSVoNv^wqY_u`<CBg{bn2s5_Be8KJH
z7#uF4w|S8hB!fF-c|Hbw@flMK>M1TWKA1{eQeIB~0K8h<LR(q_QbLjt%c@in0z~Z(
z!)L=Cf5b&@rD=^=)|a8vP0*Js#f8i2s~@gaL{qa!Zni~*GTk|K)q1PxN{}24`iz%x
zvl9`p5zb|$oP#*_Wg(n66qZ|-3MxcX{1bH5SmI?=ApohSb7aA`G9k5DHbv2>*F0UD
zW<?%q<(g4+<0DAvixF~mtyX;GMckW~Y+IEkjhrrZT)IUtDq<X5LQ<Pn!p=bar(x~f
zVtn@8!5jpU86=55;&5jqM%d2qV8<If@h$MtSMcjsr5SfuQ|k&%R?XqcYJ^#pV}6Zx
zW!pojsH0Wd@hN>bM%2rxs0mqV<aCuGQLYqLi=BC7QqWYq+so)}(At||tZt8*ccz>W
zNC&CJgqTS(Krsz58*oOomxyu?Bc1|+*}+m-5Kt0XM(TbE!f7l)BFQM2l|;yFltcpp
z0xROjx-{bHm9p<hqe5KJXKI|JVcoHMEsXJtSr*uL80G5~%CjepoD}WctU)TEQ7|Y|
z6gp-7T33I;{%rGVlkty~FMb#O3Ut$az-z41{v-V=^*_=}MeoCoWqzEVo;iCXKcAh)
zXv~qA_RjIgSY7?1S1Ma0ELQUN!ApBv3#X~88u8lXu}~Om)2cShR+g?>oLO;Bu93@~
zKcMSsrFx|fh4ga*tZ7PTUo@{>?tkY6RO$4o?X-)h^;{m3)}vEawH5;;tTjxa;@xE^
z0k-NL(RAc>Bm8yzA#(o!%Cqi%SVR6GcCdT@0FpoRf98Cy)%Z~kF)rLy(7uz!^jiYh
zf8f?GhYe=J_Xh^P1Vv*6Ai)0s%RGR&013X<5cp<O3Lv0lQVO?;BLw*)0B&O#APLA5
z+D2fW+wy1N!;pHXl-dJO-t<Lf?)#`TPMg18Zf)vqT~1M7ceGO1RRq&pFLcxt$zrAT
z)B0+qDMH#QP%27?9A0woPK7`67JGdX98ybV<hgRFVJRg^N*u0RjFM!6p-kCO!68Ws
zIsVV_kMSj7u+V91H#6>3HXCItG*mY9+4RjqY3W!%Lu{s|vddFgpc0nbbJeO^o=a^9
zl;=VS^=civb=*uN+uD=nfO6g8)^@R9zmFFP3PM68D@UZNrUIxuVwua!H&NUJ7>`D6
zOwrvkxUNYZW7CxN7A{H=7BK9Tw=KJrv9HMSHP&<t?pLhYq-9%_QSC@5E=U>S`vPK`
zz~**=rqUeC*7{zOx`u|yWz_e|8)MfB#|zC{DQ<NP(W0iAEx&eET{SR6Rc-v6j|bU(
zvK)Odt0gr0ZG<+uo2`9uTS_Wo*Fq`M%fr;^3#zy{*;{=<v-`R;)`hN1N@yX<P0Hn4
zcDPpEZdD7auent}TU}6~gstkDmlpHS6t;vmlD8D4bfL7NGYCpjBZ(Ok88M&Jc#V#B
zIPC)*Z*3D*7L8GGuRU~|qMGZDL{?OZl&UH@!2S^6W9|SyYkKFImn`2*O1+L|3?tr2
zKX$=^Kme?nxOA$`S^yU%0BnKCh;WIB93TZ8Rm8>Of`x3kL1d>dG^DK5T`H=poLA7a
zsj$^Lt+ZZ~s$bUIl#aL(hC&?$FDdBNtF;iOO&vYbs)CIQaZS=&7AP5QE~#o;U{U%@
zEfp<fw(E;YTAW$xacWVvq)xyb4YMTq&T%;z#|RlCVKLfd?T+RT{{R$o6Fhn`oMZrS
zISscAh6jJ2z;WlCaAW{L1i%IW0~aCyV&ta4fCywb%25CvvIQLExeA>n-seE$j?i50
z6mGhrryZoNsHb(sEBKV-jV&r!Tqmfn_=p`+Vk>WJE6r+MZtiLCZ8{qTyPHc{1+K1_
z5bYzBk0s>?9Z7$$)<}8fA;70rwRBv5%^SDjNvl^j>5bFnL+Z7S67S3U<)F1wCg!bH
z6cyG>LE~=epR3anQ^s@nHstpywI{>ojMN&3mwG2s-!7FJtMMz9{{T!`Z&k<S^>y}w
zm6KC&qN#ZynhIJ#+EApBl8Aw|M=`9{dl-eK;?-K<O{|+J$0)Qx!$Y96=JE~@P{)vN
z+^0yyjdD;rAfO4#P{?EidpgJT8rJFi(T$aNGi9dECM`+Jt|{!yglx(ZEUoDqVlqXk
z5w>KcltJ1nT~S9m4~43QNa`De!a)GzO6oN2Np!hEakeQeHi~r7RJUBppGZer&!Vt0
z@Iru5C~l$&C`c#?C4MTjvh16E)`GV!1Tv!a4N}zN%VDt9V@)u%r2R?^RJ@ScNh<4>
z)0=)Qbk?2H9}rx`)7n<uMQE{G>TD{awp&<knud*ax=zJ$tzwymk{M;OUsY6nHqw-&
zl_Us&HQ1fbWW<vb8({8s-y^)w7F<M%a`91;$flx5%15%1NhNrBiKO+qPE$=x2!}AF
zR0@6(5CZ_<dJS^5=WIH%Zws=`dgZ&fww22}Y`k{Uj9NN#11RDx!<O9Al}<wHwKAyj
zl&9sGyhQ^J17mp;@b7--R=2Ct4_yY2ZidlQbf~;lTNQU@W}d2^m{L+Q-E|8!PrA39
zRHC^kN-1i3q_niBw!aC#v-_4jy?T>Z>Pv%q((g%pc7cnfbt|@YB|?F^hUqEoskz)K
z8$+sj2=z;=tdxUJ<vXL)<A?tM4nGiApND;GSF3H-kLeQ^3oTWavd-n*>p~QYikcdf
z)VEfOJAx4VUnUw?RTH6f?>y4s3s5_CuD@yj05WwQm76}6(YD<r6LC$++N#^rI+<=d
zS}Zz%%Jl7-hSFJD!U02wOR5g3rxXNIdZTaZwa+GaYi009+RqxcO=ke&IjIVuf`IF^
zs6%(r(=dq&WROW@3_%aDVd4typGJ%8(Kk*k5?z{x#P7A1GHO9ah=fheH2b>5%|bay
zCaRG;5eMj(n!9JupT|ic;WG(dAX6rB-%r|SWzm{{lDfv(Z%qp|ZPVy?=qVRenySh>
zjYhP$rRLZb4!Ky#dd*K%=|Nnng6fCvj1QeDnf3&G#z?@<Oc=rUz&vI?WAkd~&HDE4
z`r_wzUFoojbX5gXR8R^~;*^%n9XnRW*=C#&x^`*UDsAVhUkg%SYMqR3-HGa;+O5^L
z>h(QP<4n^xR@F6f!WYt)RZCWB%0q!cK`2v;2?{D6niiz)+FNA1u&r{!zmhDQwO*?I
zb&~^vNvgAEjm(NCRC$V~0@s)d9I2SbRKO{KhY_gXN*!&E*PTdfcSOWHiH?f4SX#`_
zB6N)>DvW%b#FBEdNuYI+YV}gfgG06>$HYxGX$U+}rvOfe?nv9t2fydo_?^3;e8CWR
z$DYH?WMqjx!-?9vZN`92bq!4_N`eyO>^O$pS4db5xKdE(QWP9YkfkL}l&wEXg1C{H
zFeGA35>IK4*^mJd-*LT-^ZUJ@TW!|4%m>fe;nQ;Xhs1X2oy0_I)hknHsR~*Y356wP
zDon^GK^W;I5wQe<BOD4+lmbfBQkm&YtEC-BJqeza^=?Q26%2wzkEDNve}rC4^9PWe
zxzslu4a?{2E?P57J#w$QXiFvb>tA-R({`(s(x#&0R)*@(znZUF1U#iBX;=XPDV{L=
zU-A|HMDv30rzw?2yFJm$tF5tAEUt#zLd(}%r8u?ICaKk_wkZVy+oo~HmY3UYVJZ(Z
zQB6%%S~{}<cU;oeyLQf*Nky5#L$vS-U4vDOio%xw4=lt01MnEaJO&;3fWRG3tA2`?
zev@hKxu|X~7>kY~T_~f;w~0ma3ft$LWZmp}9jNSyrtK#Jac(QL0~IyW4rmk<NXFGk
z1V&;u=_h{?w~6sTZVAV^+d2HC089``z{Un+i255$7am3wv?wwQuC@VC3dwDk0*DZ#
zK7N%2XCr~P8bAcFmsC<hi>^7*JwZrP5Yc65Qc?;}TaP7OM1U337OwvQ5Ws$n^zrxO
z+yFcBxODbsf4kTj@xTD*eY|t$IR5~ZGm-bkMhA)PbLWnLd=GL5m)zs1<^^9eEN)(D
zY%FP!W~2OS=Vn6Hb6xD#)VOUID|Ks)MGZ4_>sx_`56t>KYGvTwgNo{r=?0b<EVi~1
zx@MZDacwO{OH0nMhTW-Bx`->NQ;X;+Y^XMbfspxc&Q4|Wil*UL%e_%ir(U`?%U2GY
zeWK{iQ*_E&*h=ZI7W;)Xpt!XKC8VqBSJZp!H;iP|#knOLZ^-vd!;-fKkNZQGoPkZ_
zb(X`Hgi*>Ot8~>vjU>!CP(VwAZENU#*J9Zkp=(_lmu!0FWksndX{&R)BPK#XuA!tD
zu@lA3F4{5iS;)C&{1A5G6vWLyz;QWBLv4r0A0qi>$%?*SJ<Hod>`ZEUO;hvKUy9!^
z2~|av%|G($La$YIZ!m(3vx#wS)+{KYB`p$?qf+Eo!5bXj<)wp|zthvFQ-3!<m85e|
zJ9c`VcB_TX%Il53#s12MNx0E2p|v>GXVFgBDQvjnc+;+BbCa1I-m11%^A}USsUNeo
zRK>8lL1?x$M%`+dU07zC&2P6;15mnpa_Y+}T8l_YUq}OutmIF}HE$+4Z)WAw+_+;@
zv0`%Ux*M7`V(gBV?zejD%Z$B9bmiSE^r~(TfV5N~tr7erNYNys^+F#{;iF)ri!FFI
zejz6OT(xv7$Eu`~--B~-kuX%q^CQvXRHa*mGlF5j8+1jjc6ub<zLFQs)u>jwmUf8B
zTZx|2w+j_75=i@%vujb8;o@}7cV}jk&dqYZ1evO%9&?lo;J~S|TIJ3CGpRW_%xy!<
zij70~n)J0rxj#8eM%})Sxfd%XCC-+i%W+jhexhh@!KkTSN|0QA2z5c#mEu~;`iq4{
zMO|WrO;t%jT|$9Ek`NMvrKB=jWe7`YLrHBd7TRqHLrG{Paei})nN?ih=1!;PHEp%4
zGy09{1)F0vDy?dXt8Jp+W~N~^OJbdGkxg!8PB>}Vm6gM30yxHGkq`jSVorNcu?G+`
z2iS3E!wi>m#RSI>d-rP*l;8xwfg&wY?c6+!p^nqd$0rG69IygnxhnY!U)Ni|)Q)ed
zp0rQ;qtESp-&Mj@*KqTOL-_YMy1O8#FLLjUOb$bx$DehUh+j{rkKqj<^gGqJU#RHx
ziee8;Hm%^qbstAqLu=@2s+y>J2z5@k>okB=(iGz)R<lat-eF2DIF{R57UC3X*84y@
zs>Y7fl^VxZ>1`uO`YEdQR;01%%36m|Ty2Vr<<6Se!_J{4Dsc_FRF@Qhq?IHP2qt*n
z-eP{wI{gWtbzZe&nv~bKw5FW9YC4-q(QaE)RZV4}df`;V7ZIv%1r8c|cM2A|9+E;q
zN_wPX=I<+R+<P4zGbUC~B}@chiJQDwR}oZ*fQpTqEQ%%Os8Vq_Iz-M#JRl+)b%mlD
zrK#{2EzM%ui%!AW>6u%N@g-o`0|JqnkBkIwD<;L;<qFlhtBNtmJ6H-(CjcEp$Zm0|
zD@RXS6rQAor>GyTDiD>V5DJiBkfex_DcX2Ip4&jg$<BA2{*Yr4m=NmPB%#L;N_tdM
zqJmOMDoKMSCIo^=5&3cGr^@{xw%J-*N|F)jC9a{9F0Fvet|~}{xU#Vk)KEw}KlgsW
ztp2^~ez**6=f3?qhqFBZdXC+9^N=SyPCJbK^Elp2oxqXCcKBz|dV86?@6fs<Rj}n&
zpS;vw*K?+3s-lg`hOJs+^?7ZS)l#_COCi_o%%MtU#@s1Vf>t`ZxWP#*pG_++HV094
zX@?1!^!+BGkep#%PZCM$fIfv>dQ((ibT*;2>b)U)U87LiYFu{NUfWF?idDSJ^owz5
ztYP{Bm#JQLw_AABG+TX0T1e{Y#>}>O@*-87bDqZ_?ltpf4*1khvb<fgsWo%PkQq{P
z7dmQ*(<zQ#9Fzn=0=AnPQVtIFv*zx2v7ENzE}MQ*;e`ZSx$lTL`F2j_qWe3uCe^^m
zFiFEsOO+ErQCF6^%9)Hc)jx{Qg-%EE?~)p~Tj-r8_MgA$_q5risTz+{+?##7o~E<e
zs#<!M@p!n?sH&dg<B3`uZD~_sNKlD9hn>V7r*AWi2<&oqIRK6`w!Qe3=btk4<wlm*
zI^p})oT#X#RaF8kdS=;8Q1uh-)zb%RY<63Fuli52-9i$l)`b)$WGn#~9z<jh2hQWq
ze{G3YMh_acp21x9^cw7L$*%p9Jd*BGciW#xa@nZeqG>kmGASb9cos>*yc`?_=Y5k7
zMy=mTZ9&p~Nz@4W{T#7BgX>wnuN@fj8`b-M+U;{_NlQ6(C=qtc$I+zcGI<)$pUwvh
zb`cdwToZ~Sp^v@{z{W60%=eS$c^q7NKTg!^9b2Vzl_SWes?}PK%ckk-972}c6*s$`
zEvlX88%mO=5Yv@OQrk*_Qb9;iFh#dAWGlyP5Jccf$j^UZXB=EQKT=fa?Omnybt5RM
zs?yqy$*Ae6oLOzUhwOJcTca#E;!?FXhg_yg7PO^h0F%;U4&?K+3rAg#hqd-~yDuI%
zdq*tXo-Qx40nOph7umplt+P~QFLngXM}2XGKY2&@w<uHvMmMz}FZq10!gD(>H<!x}
zJ}e1xV6K4k6ZU#sG%kVFdex3<)81XunsV=`>TKsmIc`N&J(_{*g<A~V2B@#-T9{$Z
zg}Fdvgn|GjIlnnE003e;_Xh(IF)^9$cj*Sd{h-%gVQ5`Zpy)YH-L9`#Y3sh4e&UT_
z_1SDOd7!Ab)jLgVZ%a_E)ux^Ii)|Xh0U(t?gO5HN{t9nA{{Yk1O-EU-s5yT}ZM~|>
z6LGSl?Na-#(9_pE>Z!&0()~B4Dq3kMd9ms^m(rI#W*%f!wxsRXZoo=PYSXmYa-<MR
zlHiPb#s=#YqyqA-<dy@0mo^E+nU(<KG4MbE4!qV4KGEG!)N4l4^fQKaJZDzqgQ?i@
zd2+|5G7OeF=Tsf)W40$mQ;sfH<vC4?hZK`;2Xb>1+Cw=p-cNja++%1TY|c0gNAT^Q
z_{axrK;8!MXR+gDz9G32XZU#5tZ3VosCQdGS7D;RQCHh-uGr}uZlbQTjmBSQwN*}<
zV*Ld}4OLRqEyXF9RHj;l6=1dM7O9;sSuGScu9q5hmt5+(*0AGgP*<l{SRgj!g0}u#
zqGX7X#hV)<&RvUHDCL2}7l{>i%YjZnRU>{Wz={-#6gChLISOotOl~}%bXya)UBNAD
zT&xcnKL+gVC8Ly81=MKiE)FzIvqe{KpnwTP42sGSN?^f<!cO00yWLjWC}<veE_$5~
zs3nSZ`d}A8sHjtH5{=f7?@$1elhej&<c$Jt9O31|ReFwv4pi#xJ4R_Om2cFC#ckG>
zhNj<G`)j0PnM!5Sg4>l$rNa#h%0vEg&JC}++-_=G>#JX>CB;0XEq}QVr~tPSPL75e
zD#ucrZ6#ACbHuGZL-emRQ%v*J)imz5`xOj0<1euLN)9yZFEmo)Pa(vm#@s@J(4Z8O
z6oj5XN2m+7ZrYUGv2xjV<xoS22xXEoWj_wwKv6dqG8x7Ldh@_Z78-UIVCb2`aZ<6;
zCu~#l%()pmZsh2Km@pHZRK+kq0Pu-`L<DdF^o7s;8_HC2r<odpqn7$Y<8-j-d-c}c
ze!c1IJC~YQEY`}KlXUczOw;<b>#KU1s%GC0IO7R+0$k|;{QBIr%hyU)secKgvNp@5
zXik_&vNWdLLeo&&jfU!!^4|(iQq<^VdP#;QODl@$&8})+Est5RT+HSL;?YpjnSRrA
z)>@9?ZGDAdO+7<Zae9@;h&?5z8Ym;QV~YSE?1_*3`ZpcFQY3G=1C19>tqFTNIrAx5
zuJ{)YlTo(_I4VsLO&}*JGOnS-yk^PF1OP6@0TB?*bRVSlw%NMjb6fM)eTX(faj`BM
zN`j`3JGqDM9fJL_!jbLJA;A=YsHQ52m_$@C0RY@1Ttz*WrRAl&l}!U`k41MHB|g$j
zAS>n`w>eQz09jcoYJtUcAVLd@=;0#CRPur->Mhl!Op1V(ZWOJ$uc;|5qMEVFYNfuC
zu%gNsQ=zoD=RreHDY_iVJ%)bJebuyx8vr%}IC3^KBtgN(B62r9_Q4n=9xO2P#^b&`
zd_PBxb1nohKENDfd<HiV*fH_n#~b2l`Z}s{)cq|>2nz`6d50Q6bEGUIscBEw&_aS|
zC?J3b)FtHog#NGylkOv80Evks6O>m=g}luLbyXyl6$*FUZ3-(vX~ekN6qGoZ8&PT0
zxC&fsskNlGu9aR|Dw*wVtaQeasin3&_N>2IwADRN$}>duHD&JViW*v_)LYqM=XxtE
zn_W?GJoEIZ`E)qiQp%b9)>$^_tl?7u5<xW;RO8U8ra@5V9B+UrL`TPJ^)Y1TN$WV)
zX_<GA-8W>>5E6lvaOqUgZkc$501Tq1Awwn(z5%%Gf5Uge6=%dAmAvZHuG!KQHmySb
zoo$n*)qj4jrkdMqxw`N_j@eMlVXLh&0P1x`K}YEj4k`GD<aK8tb=@wDtG~6WlV7K(
zbrmhut7`2fbhXv@OL%F@CD&XFZZ%PAsFfzE)Tt#0=^&0fXUcwD>EDIUN@{9Kin^QQ
zdVZ5oYwOj*jiGO9wx)u}+qV?AK~(j@#=_`qw5_n>u1g706cot>6!Ev>L!36xh;4sC
ztf<h|mS%@eQ|X#}ZQa_chf>A9y6bag_v)x<9j8l`)mLhk!+%Ru;ViBCfR#A5sOui^
zx-R?bal<#Hd0@0Ngd3PzvTiA=BuH6cPKr{eI@~I&g+%G5QQ=e*KP@`%-$)%1(mfUQ
zeXt|vAk~8Oj+;t0LQJ7AKPC>Drs2US`Gi72?Vf@xMOJMJEl7&%u9zsu?$8Gg2U;f(
zJWS(l=Y04*iJb6BCw;TA2N@mb?~k{&Wa;a=x|K;w_>vOiE%n+SX6l}*g*Ju(6bq<Z
zW!1jJNkhnOX?@gFIE21KJW-r&)*MrBA#FOGEe@egxRU^+DGC8eoET6NocG1)zIFi)
zoqT#{z<f6Azg_x=^W$Og`EET!%zs8R?#(GXd%)l7_n1GZiJxv5G9qA1<H>=Xn3J#&
za&t2f1pyiRlQ9^^{{ZgWg)<$28J_Xue$sY{1n-UlJ9zKozQO_+*h9>A+avdcj(_WT
z01vkz?8x-%u=ET7ZBdEb=Mp`}dr2{o+Dr^j1c))P5$s_3*d2rbCuksp#63hz&yn6h
z5;lX8+|JNO4*))MAD?1lI6Gj;Fd&(Mz(?JH5b^NNF^qU`*T<(#qt9R*W1!#!HrwOu
z=rt7o0A@rH_MP*Yna}D7CntbFoyo|Pyv92Thy?HX&k?lK@2N>)mmX3OR;04pmQvaX
z>RQ4<Qc#>qj3fx09x9^HDc93<t){mGyjpdlO=WTqpk503N>Zr{1ucT(%>cDRieXAi
zeETu;5ytu02ifQ0;sHH25e#R4A^cJL+o!)3NS`w}pTBH^ca5Naa~w=lw^vYHW|69w
z)U@?D%{p9JQV?Jl8*WcZRAy9|Ng(f&J@ZzIaFb6&{cFJ#%Jpt8hS^K#T9)`t9WepM
z98W?L9jID>3Nb4QM~y}1;QM8dTjkguyi(DjG?d{L3l6&9roe11wG@C-;dALq06i%X
z{a6iy!|eNddxsbu^NNgg9sE8R0N<{0zpy%QRaR}x(^ONc`t=n(J1-WWp+eHS^`J0a
z1x?$~wSc4Px9U9N7wRiG^%R+NTVkhMil?=`SXPGA!MN2!bk7HR);$_fpPFN$8vXN$
zD*&xYNj*GU;F5R55(&ud6ET@FkYJC<5<BMuu!-1xzq(Aoh~ba`_6H8*@W)Wcv~l+c
z?8Y&_kofKRzB~E&dp&_y1D8sQkZ7B^nkof0>)wc`a)y+;pyP|CH1^?ET?$gv)jH||
zl91sJEr!&y#Td4rgsdsE)~<vhF0`jgfglAk7F|dr5EP_<smAG_3D09a#O?%kgOlyC
zF*0~&0q!UAowM6>j>0Eso*Bsd1U!HEdi?MK`)WfQZPyv{>I0F_zaOv+73ks?+LYUg
zQ)^H0B|%A88;MDSkU<6@jl7s-K|QiCV`C@A<a^^d%mKxqsG(&&VNIx{kti|Lg%C$l
zR3MN^NsWleh&W-eQi7JrPz5PTP$#IR#h@X@gZv<M5`ly%AcMdJdJnV59$C+p<FI)2
z5DymnV|-&7_ZQvbA&(9Gy2CglK4-oU<_!B|0&=2wC*C~l2q5=6cK4m91aQjRA=A)O
zqEqRFsDw5o%1TrmQpQ42E+nMEQkG0``dcLlOPwJ}1;sj&kcElr0JZBaNihLoDKnKJ
z0(fW3u0S{IkF%b>&vyRauDA|?uzB_24=j9q`~sos5$9q-h{!TCk-Y9C3=a>i_E7%-
z*#7|P;OIRi$wUPNm{NU0dU~g$tFNSumQq`oO!WvppC?!U0J`q}Y%YI4qlw55mUi~}
z4&6PQ`QoHD-yzVu2>T25pJse2`_|!;tnXpx6o!>>bJbH#2V87KKyAk<(Bhy4bo#+P
zDj#1^S_Pm~&<>;psFg!1>PtZ>3O!13u9qcCM@%IzBsQrs;E~1AuTTDLH2|E8gN7$R
z!jEih5BtmkX?@}&u-n*4$&)8zym>ySzvqts0PQRP0Q9G=s{a1~mv^U6`CD=M5B~su
z9(aDC+sdX?@FAjxT5U}cDoAm{>W4`Rbq_e}O2SDgLR)NwC@Crs0!35E4~E`xl+*&6
zgfgPjZltKIp>4KO*=;H$r3F5kWI!7Ue4gZc_nb}yV<++^Gr$NQCIsw%<wTA5%+5Pw
z9C@oz{a<xCBoV&x)e<|OCvN!m&I%K-#CF`wcJJrdPn?C+JV1jz{{TWxH=oE!5_mHk
z%*UR??nG@LZ_9-~@UK?fah0XUR<@l&f{@}IC|U^q(iWIfNHGKvh%!JUjE6(ayRoH3
zw^UHuwT-Q?QkJi+7cNxIxT0M&H<U$vJH!|cxT=nXB`H7&LPr?b<l`G+OpUwD<F}t|
zjtQ8=K>HtQgCLIQe2n9X0||NvhI;uAutT7SuxbPVdWTM)VeTIa%LvnY7gd7hn$&62
z7dJ>M)B3GoQI{4{qTL1c0HsW!OD$73RNCtuE%i7MRXkZ&%`K>O+l9NuuBMSD3Tgrp
z^&7oHQdzBGPE$BGfQLy+r78hHjxD?#`4QZB&*_2VJ7O<82ENqVcAZo-wWzGMIF%vW
zJ<+7s+Z57@)V9SnM^I%h6))5j>S#DtO2UsHSs?x}2}jJmJ>pUS0QW=#{;!Qj3>^oH
zro-3ZARnX$BjO$wf9J66I}_pr;LqAgFe8Pzne(3D3`y8X*g?z*$>S&`?px}ZHEq>s
zJG-tZxcwk@<ELCwl2lzyAVRBY3y&UzQ?%nWbj*EW<*B}fQLg;F)Rwwaa;IjV`({v5
zk$A9FBIiU~Z>YGpLnr1KLr|dN-={-us1eqp4-vvX7%+d;-yZP52z)~oJVBfe!{j?>
z+##@!o&-j$gZlg8e?WE^0RI4ho(%q`cQX)VoD4^p?}0gh6DC2y#DISL1Kek~VlX(K
zrng*cTU(Tr6}3&Y7F}|lnfH*`X{Rb2D_cldNJTp@KC-2K47B5l{o89&erjq^ougt5
zoyp%OJAOiYjEF?zBOch^bNNrS0C=pX!CsP)R^<h`1Tv)?g?$|}i9^YFp=OiTU24<&
zg{8vHD}{v?lK4S&ptwFt($g%tQF`^BaY^+l?e^-Y*G}1WNpQTn^;+3m$wGSDYMpPg
z;BmB?ge<xloDcVi2Ty%Iyz%eHPmNMLMhx#8ZTZi!oruqn5O?u`-1agfvG<6dZY!pz
zPB5B;GitcjJgH4H_18ApVF5`n<CGLsNqD-42vP{T7C;3nZDmrJQK(+04T>9enuN5;
zXRQ{>YUfr+XRe^Vco!#IsZ)$4)V#vkRXUz|x<O9Eo{tO%pUZ#PA0hp;`u!hY4e?Z_
zSbm_X3^Mb|N($7LTU&}s6Z}glKqMg`<z#e#MnvMIEH@;jg;h4i3ThUlAy*ozN;M9g
zEox$+=IRoJgFQu)G6F)00QptluQjFLn7URi6%IV(t)=%Fr&6jzBBYvji*)H#K&E5Y
z>1`$7MUuX+O+7S{sS~^qcZkp1+>DIDIoLM#kKOxywD;9u(NHuU`HQ<MTW$m;stRg~
zr8pAdLe`bMnmTfjkKQ&?`n^<`Jp{)d&OKnJsch3y+^$sU>g)OUnYaAG%2K0GMe|Fi
zPw+UjCgAZBTMm$)QB)ZReZ+6%Ozu<M?e@ojk)Fr%6S+y;ZSD_f;h$iBpVN^0zUozL
z@t%g%ifdh>m@c8m!p#`2btqaC*kLYRT(2gbq$x$T{Ywi7bhxKb+R*~9_k}hYP0Fp7
zdKqufrFB%Sl+%ZU9c)sT*;1Jm5Bh6b6tst)0R3y~qfhr9&_`h;cl*He=Z7b3?03o7
z{{V0?+Av^baLD)whr4Q2a!CXezGVJpWRg|Bb`crR6Vz8q>JaKFsuYIbY1STPNkhy!
z)4d&OQ%@mn6)2$);7D;QOKU@kaS2eTNZjmk+)NMwF%nGoBQu<U5&r<La7Zy3Fgy1h
z%*i}OKEJxF-#cln5B&WBq<ukZVy4nk+bD20gf`pM52;L+6hf5Z*>$%<l_?4dEvY$Y
z^;>b<Wpy>h4XlF7Nv5s{ODTCznmUM5nMn$7sg=5V(*-FDZ?1-5?FJ-(L<pZbi6jUy
zA`D<~q@;r|L6`+ozj&VKVnN*QCyCFq^?iGDnpeBcI>OY`=y8`*0cdp#ZNw9i)RiS9
zNFpU8=^%~s<v7NFOc|Nn3}?1uCI=NYUal^(nrgS#aHemlw$*X@k58#8Nc3EEmze|9
zQA%2M2};yf5*H+@r!5b*6-!N5Z>TFmOHMwT${vFuZXv}q-CHC|R9jH0m{AT6v>~|q
z`s@0sRM|5=NWlBfa0cc#8|HJu?o7b*A7C*b?gBx?=A&0?s-<mJ0d)0LVZ^j*sHz#L
zWVp1YVJhi9yJs;EG}-EblK|4@J8vMzw)p^qxFU13M+#JP1~MdxCPobT_md!)#OHvR
zGG=j*Bi;zc{qld85E2RR8~fnwCj@LVat_hH&HNm-ZK(K^<%@SjF!dU$^$LnAQrekS
zQgnu)UA|J}q^MjINLlJ1>3TY0QN}iAN4g>9WrYJd?zq>|J(z~zJC4NFS3H8Bg!~3q
zmCGr(55gt^;WjWkRf}v5>w8)Da6e8f*2|{ewtLZJx#-6C^t(8&-l`nb1$5c=uyCRv
zx+0-d5_41H1BSEDlY=5+J*II#Z1~@R5+h?U2$et}i2`$poxd&k?^nkVvb*r-tlOwn
z2jX8hq>*LyJs({)CstV$=%@Nis0y}<{<R<_u*q3<L7=q`40=EpLf>TzZ6Jj8E#Fw2
zgf`;{d9I)g%Z@gI9X)+Rr;T4vuR*?{7MK{NA_W;0n08~j?SP;p-K&6bMf)pEko~Kd
z!^-<7Na4h93v1F-LJ0u*KnB0)^?xw36T919p!V2dag3r7Aq-~5dnGR%G0U(CX|4s5
z7_QI?3&7?g?JT5044MLW8Qy#Q7?_Y`9>RN^K~wA^M2(63@?;sz_ZZ%N5@`|=qwBh*
zAcdhF3<lOpI(l6H066tfL2)E0woVYfrF~6^OQ1G{rIv!wqTqY$THGCw<8C;ra)gi!
zC6uW^{Yp^B8`X2?(0lg&?{80Z0OD0LM&GECM(23k&QH9`sVY+FW!6<p@1lpoYSfA{
zrj&r=ZY0$ykfgfVO4@=;sZcF-0uLT8)VlKO98pR>VL@*<PSaGZm@)!s>Cn|O5R)oG
z8)+?|$x25a1z0`fVh6F3dtyvUn2)(r=zYVFu9^K^5%^2^uI2Y4IeU20nzr4k>*_9A
zzOzxbtv^FSRJPl!wAyWpX=%7zEo>DaSy^#CH2^79K_w_k7U05v6&&=^{QB0`?NeZ}
z-t8^hbmh9h!mkd|vr@LHt{0nyNPd=$>gsnJF5J>-TyCj{nj)w^Dw}qdG@7z;6XFbS
zIFe>N0l(%5;wcy&@F4qszQ@P&<4<Q}Tg+}}mveUOmTm7e7g)|!GCzk+G}Yj4Bgzgk
zrd*B(1CcHSMy~0<NIgurG@=(pq@<(Nu%LyRm@!Tvl5f9=I9bCmR!j&kl>`)Ud<PkL
zi^4@Xz@c8{=u(u1S!^i<3PMs`M`=(msnsQLK9!`UL;EUE)zz`z3l^m7o_A<%34FNS
zf1`JUermRkmg!qV`<rf>yxyB;mFjnp^%~x&x3<Z8m2Ey7edgPB9;rNQNZg%_6Ti|1
z(*%<SJea`;Xt;Eqt<*XnP}?<TmAX4-zuBH~`)$dVn04A`9;bSl!j`I<ewonaGw!mq
zJj;ku99U9FInPYCc=jSyoO7PVAnrBmW-mC-PRj9S%BI!N8bD<U$Xv;*#+giVaB&a>
zzyVd=jVlQSd)f1MEN6aOkoQHuDR9E_Te<IuHWJL;%S3~BM@_4a@Q+EuF-6L$H&_-F
z);SU}ja`%Yo%nF&HHVZMuUOc03aa%koo3fo%j{h5)pt6&LwTg6tV6FoUsmFoYLd13
zx124wrr4!XLYgDgPaRsL(>3b}{6@0G_d<(}Tq(YGl~pQmgj2OqOi=4Ap)i*pt8AG7
zs1Q}t)Ng{{iauy_FPPWO7tGyPM|q&A(iN90Q?J@I^`59*C@&UP#UpOoE%wCJdh~U5
zPZT=at|-!_Xi`9QIdp!~FTwu+$xe+Y<i+&!3X9Q?N9Vr_8gEk?%m{qb3XyIrpWXVN
zl!C61C~G?Ex~%J+uAJSaQsRFm^sbxF1jE;W*`ua~F;XEPF$LTrlC707vZ@@jsGtBC
zr6`Z|LtC_mNVUI8CA}y#ZAO}9ZrX5a#K>vj*)VX&m6(c{ITw22dw$?M2<Oh4$+Srl
zrqWBbBGIXgbX8SACnYL0W$~s}Q$*E0>Wu&sS7fL~!J#Tj2raS&Qc4u0rDas%2~vW3
zr15JhDngWp60|KUDOyyOA!%A=DoTL?Ng#q06fk$%1a$RvR89xz>S`$;NFX~*>x{b!
z{vql#u)dW*kW>NR>Vd`3b)98m62<z8-F|5#L)CPxGjdC0qp7woROm%RVa|XQwffG0
zR;J1pzOm7J4?)LHyZiivHuebD^At1Ccg`|B2g4Wv*nB*__}Z;3{{SFlZ8?|<0D?i>
zkM7Et-1L~-91|x!v*b=ef;*e5(9(A^H1&112h^7qrfU)N^d-WirHXoY+Ub2Lj-c&T
zV%tg-l&Cfm;=K<_%?qh%Q0vT4D(Oth%WhR#lDfvi(o@u*Of-s_Z>_N6g*ieB(<%l*
zjDQXV#mMX%<2wNK^Y(aG&=AJ~5|qXQ<01tS0_Ol6LK_qWb_|X)umEPQ8IP#MZXoxP
zPjMzd&hxi($7Rp$Bjr)FPxL#Oe~ubB44NG@Eq^`ejq5+8qNnA(e1(1;>Uv~;=#$cT
z&f;8YMYmA2ID-m8!jPbS!iQ2w9g0Ehca9+@49UzN)6DF47{n8ZFm(H}#ka3s?(gIr
zFWqKvX1s?gH^4jW{h*3+{{S4Sc2sg333x|@LnE8JM*Sf*FG0fQ{to0LnEKd^VshQ#
z6xvISVS+=umT%fXc?!4hXTl;}rl&V56#TMq#Uubb>?di!g98)3{{WdBJ)i<$>_nZQ
zcq8xPefWSMeY;@56Z-o^Zgx)!M)BD9l6wgfe^1YBak$kV;pNxk(0$$+3}-(b<L-0X
zJD=r{a$`SX5s;bhna6#>02$jIjyLdPCMoJFR$Hd0exbmXFQJB(@`4a0OX+MWNlHli
zltd&+K2K^tX6>GlzE$eOP@8QH;q7}`>#kQ+(9_k6V6bWSsT)&nJM-yFbqw5JES6+6
z@6077lC`H$zAmA&E%oOM8hKGg!(;)W9CltV(5DA5%l3C%1xz;|z@Iw+@P<qmZ=?2(
zlU+3?KTnjo(X>eRHcmihR*dhC4()6UgJh%o#wZt6z=$SL7s+r2OaP&PsT-MJ4B8J*
zb2pwk6GUpZ9IDgzr|*inQ?pZ1MCD6Xy)k;cw90C!9A=@Q^-Z~y6|(bg6sbu`NisSG
z@mcVv$sS$uLssj352W6(Y7IW_oK-bQ)Owoc+s)i{HI~g()6}<{y~deD)7)HeEw<25
zP!^H`PZ-1FTU1(fAH;^0)*3qd@;aW!rETh|t<!Y$wJ}or_q3*?)UKvxja7=Eu6CNI
zsjB*C>3&@yN>P0*>vp&JvF66V()HRyRbL#`Hj39NS5no|-KLmB{{Sga%}XK5YYv~X
zp+OI@)k7i2pQvf+QtGMzXVTG(%JjVDY>UzwT<|vWnngO7w@)h~L0^|7;mg7bEt-{^
z;<{vHo0Uf(j}b~-kfj~E4JpkC(91txbSn6=(9~^8B+cCsW@>5{eX_Y21FK>(E)`P0
zm6uX--c}xYH*#vWiWk6|swz-$s`&$JI6H$UaRl$|2*m6O#1q~}6_)h<?ZzCc{5qkU
zcGJ|Vio_;~l9A~ZDK6EP8*`yAvbBcPvfFPowS=W<QHW}5vt`3T@+}B;<h|+I8E)QL
zbsb4cnR$Skq!0>$BA}HZ^b^toMIxfAqN!oZs)wpv2?+~**B)3(Fq8$YN+Br(bfgfF
z1ObCLMR12v4B$EkjyA_Z^1$b={d2fgX?D5_aNw)H(FLW3on;p0pSb$USxGG^)O@`=
z4k0~K6!9HtC{aM^S=t|l?}`g|!-3SPx9GREqgt(tU*ajaUO%JiVz$t`l4zY_%36EJ
zt4fwGFO;%dr*$s4zghaG!vUQ<>VSJ=ZQ>5%Gqe-7BQi2?yhdXfAmonVowvXpvUtYK
zL&ncXIf<8QSCQ_)FmTxCQ8KB?SvLs?ofD>^MKzL5LWxdM1CR%&U9QQ!Zk;;0qc0mW
zRaiTc7+nl(qAl9FRj9sZymP(;UZCZwfZ>a`EmQ?kI2jex007QwZ$2b`EpML?b=qE`
z8cv5r(dk+$+8R14dy{w4@6S{r^HR6!Z1(<|#H9hBnL{Pw*>Mf6rrmunYaP>2SKgG9
za((A|6qO)0Ky3y>9Cd7;^v;%&8$m9hBq1ZJ3F3e|!JV=1`X48_?0DE8hku9r&%_R`
zt<$uZbEa+f+e6n{`}_8nuB<ib)Y8(mM$-tZx1rjamDH%ADy?s&wp>&wMED9=3nl=-
z91$=v2%O`@XD$leBdTQ&fiSsrv5cyt!cgX@V;BfP905aMRZU0N%|}ef1@9e1y<azO
zUIgOf6p?n5M4O@pDnyHjVv<bSmzb%6n?#dL%PgTsjX}XEVJ|p_*m<H>>RLdkTXbY~
zBoeotdBI4^I)Oo3l_~6_(voAvNO8WNq>zGCl&Jpz0*h+tS#7~6a3w<}3R-d^K@+(D
z01{sa6~7N!Qq8Nsr;O_Q3$~(TPAQY7*I<5<rl#9-xw7y6mv2aUwY6%gK~Gal3Me_1
z0j7v`#z|97Ewv~_p=&{fK~iK8W9bqI3C4VnOceY@%O0GpBfxyYMHEPm0T&JOq9))_
zf|I0>T!KS&<4B+&ASDq20jy@BX~pTKS1XG;{)IFJ!qvM+Ye$*%WR4rXOsck6k0M^b
zVyRV6CILm!#D)VVrwPg>2)h`OAdq0m%;4`EWbd7};t+PuV2JkLAjSmdaAG#k9rXAb
zsIt58;iC;JR_~unnwguzS`CVZpJ!9v8f|qwEA@}9L@8>2&XlzN_8Ci5-jgWhFU9+I
zQSlYb-@<BH`E^{Zr5`AU7eXC#O<7H6@2MN5Y&gYIpK0VbNcz<39QB`ir>)mCyK7NG
z;=HaqOSx2JFarMo{9tE-usiHB2`~{B-H8xx3v)qa#2qh^1_Ou(j4xeQ^kV)DbURFS
zo7blE!KmSGkE@A66_KI){@QnO6bmiik542lL8oDKQHqZetbQW`Mkpd`@4<&D^j|o+
zuXNK|@`2l}lG~zg+J!U?Tx;!yroNK%r>(3dbvD|XO3zIV-CuD?YM~yXKvI-IjyD&d
z{{Rd8k>%ZQBrZBnN+Qh8rRUEtbZ(-is=VJXRF&2X!`BDv*>#)!&gKw>Cf<}jTT%ks
zaG}A{sN<L%z1LdzmUqWBS1)gF*>5e;KW}!nk(+gMi?`KOGG1ZZeafD(w<+IxorgMJ
zqa`J#)&fYy)vx{{dCkohEi~HWTGd_{vRxUyT3cq-V6qAutvhcr#leMGEmp;R%MHHh
zY1JsHwJ5C}E+r}+S^G}*lD!*C$6VsZ*()G!;wU6!k`pQ|+$41ZJrqTP;$>7xP*qik
zpa}p#07y*b^y66c64ua}OD^Wpa$Gv7tl^|%Zxh=VtD+{%B;wv6*!LsX#kix$n?|mh
znX5JnHZfMfh>>-Gy_)BrBRMT@<gYX?7XDZA{>xux<@T+*TCR4@Cu6qUsV+9#4RvL?
z=B^Z!OjY`VwU!W-DdiP)beZZSkDuT`IP5kj-v`WMOm21&JYTm?ZSzw3ZF<dm=3g)_
z_KJp!6&9<eveZ@f$JkKmEWblna(0>4hyW?2v{H5{R0zkwo%TJ19C!jqB;$VBk_P!5
zIkV;L==lb+^QN3t<I*@qLmA0|x@AbIi2z+Fp}@)*ILrmXbB?2ttz*)ATP(eAxb3Nn
zFHe!M8bZP=7WJxW#iV%`3cNFtEONxPY>xwUj0mJ<N_9j8+mN7AS5d#L!tN~zr97mh
zH(^K_H!-c<6y~GS^vzJW9Vn%OrT+9ZZUh2CddT{ZJ*+&?=3bVdO{+|E3tQ>CVm(re
zZlBe6>pcfk&MnteXzjK1)ctNc;@ov=Y^`chQp$|+MbY|g{bj3kwvwcI6!m(iQQ0)*
zEkmeNjnmZL?sT@sURn~gsc321lsKd%Nh%2-C`|Fc+{FE!R}BfEbyl{g=B+*H-6yAR
z`i`d1tr+dOHFWk{d)FGa8MuE+E(HoS>^NIm=wPS`N@hocvgvl6xlSbQ*~GZHmTYo0
zT`5^&JXNx)Al$+$mO%!EO-G8RLm17I4r#}sL`$)Ex24CV+)DR~5;IqPc9gP`MR|Dl
zmVKbSBUwg`BqdTQSSxMFOepQF8%5V5Xv#S^WJCY~LzEQfh05u3yw_CSF82!St;(^$
z?PbE}S5aSGROd)XsZ&>0x1W8^lqEfGxTDgPkL-XXWP!fMV`501<iz7S+>c;9$<AZR
z7>&&0GaGm(u<a6Cbzw?M7O;ecxKfg!l%x_0p(mw3Nhhli3}!&IN>Y@iApoTz0HrBP
zP$^1Mfk34pLjY2M1^@$Mh5$NOBC4XU6;Wl?QDv4nm04wsWffIb3<ps~6gh<I9Op2Y
z=QxRsV;D>(Fo@Jsw8k?M4l#^O6CYw{Zu{}@gYchp=4Q69f0}%@)&oOQX=<yD39X>i
zI(e(T)m4`C()_JeFrcofrE1=*m0RvoIp~Bog*xa$lR7fZrlnPMl(h<KoyxUR`UzT!
z%|NMJeuzP3FE)iOr(1jn)W|G6%jqg<=F0w-DE=h*Nua17u2(a(ZKC9CC_-)ZT9(mg
zy;HQ~Ej+qmr|Rlmx<komGQ%!XCFD99b+VUR=``lCT~`zwTPV9>lFlDbB>fS5%w2<+
z&~9cxnvKPoOraHAS5$;oh&f!mlmy$Cw!I4UgHLbkp5eQ-DrzN+R-CVHzHM#XLlB%D
z)TEgv%;B`K%$yQYjCe-1UBg7sT+WE#sh<T71v#DZv+&)@PEqpbPHNs=>BqF~!mC=*
zY3lTTIjAn|)KFGfwFSVRPWN=V`ffK-X=CeUNcvq;S0j#PC8t)8RV}O23kWX6G=;7J
z3v|LzWQ?st=^{u5PI>140K~U7Ina;8wO!?e*eR|C;cl|qZS=G>)bBQ@eqH6d+h(!%
znrXm^daZ5sB@0SA)78cSTGrx<mbEQP0#u?_Phr$lPC7&nVIT5ibFktr7)y1t8=g?o
z(!^QHin}|vPmBnva5^Z9r)46_3MKm@CIKmb6owLj4N`uQ7oM75x}Pa<={2U6mu9NM
zF{4;?p`xwyjP0XvMeFpUVO3f^p&p-v;lN_3pck0BX{vPqEA*EeovAJcFRG?A)eX1u
zEL6Q%)96~m&N|W>OV)~p8Fhx1p!G;DKj<x_x#=m!W(D@vrcqB_VWqh^isvd#z^K}4
z>Y8){wklIXrxFKHU#3v+(iTK4gp^v7KJrh9*yHpBoQ=f9m;v8&?=v{sdUF5_Z;s$W
z-0F@3kGrRsd3j?!K4LvFk?H5c@5j|wCTvGU)!VNqpsT*7vW~8oP&-FWYok&rDe3KL
zX>|2eNu^;ex>4y++vv~~+A4zDXt~E;Im4v1A3D;jzN684M*hq8QbDP;(cG?Vwi8hC
zt)~^Vjom5goC-}s8m4Kt8GNAxE~S38M;m!}`#kO%??CB2Z1*)O?2qcbJ7?6CmXzqn
zE-9s_ywEdorDgkp)fV-*u*E}NYHox8tOTeePNVA$ea<}_f7IN(s^-Tqs%f;9`t_zC
zrf*s5cI}QX$6Zxvc(ZR+(QLI&=gTZ5qJosPzfM#nam^DpWud4SI?wDW<f3jEwcMKF
zQ50rSInJV}B1KRY3WH!eN;Xw93qcf)C*lzd@tgXIV(R{_`ZsC3TQ5kRF>!cUcT`gr
z+GJO6Y<Gl7pfy%O+Zl2*Rs55rT{U|g<+xlWGv+01bQ^(5%t)A)wt}*O;?+|NXq7E3
zxKax>0ShQol<%Oaik6CjD0zn*X+WiDSxFp8OoP0^la9kO42g*|-ejB!s#EF<#VCfZ
zRbd4RKxyUt!vQM}B!tt{2Utl7anO|p!jc?cNgZmLzsBg_2~EbsYpCf;fO?2MX{jy{
z;VvmOOHCSqQ;AZLXr&>RkiliYQ4aL5XKdpk)I(tQ<EZ1<K3^LCU5+?}N&*GWLnF8p
zF^rE1K*Nr>00Rz302r;<_!{J2ExFHI%!hf6W_J3<mSaf^T?#JudrM)<+nSH&Uv+kB
z+kH#HD6~_dDO3F^^%g)STzh<P@(-81p}KOxu2|SAtw&gmQ%zZEZsmEtE&97t`e_s&
zD4V5i%D2^hSErgwEjq7R#H1w!c;j06am~$7%7^YX+^^QxT^n6>qor!>irY1s^-FVh
zk=K<<$xThV;>&2J`HGhi^ORnw54ePt0%s%HxtGkYX>*^HdV`tT!i!g1^j@^m_h)L*
zEHo5Wt2#9ep5u9%OI;PI0ZuVMg+KmivV92aDQ$ffQ@9J&t@`ThB>1gqH)67cwt_}a
zDyozbn-w6A1O_+-Niu`LR2CI-JU~%X?AKty>OO+X`Z~mD(~UYS9c7Z8VAX9@QrWe*
z8MJw*Xv!+^_c`QCa|sZ%)I2GfnVDJu6i6zAe5e>c>B??u*zK;~Z(OtH4W7?V(S7^1
z(?;qmeYJ)X0aMRcRohvnZIF^B#kvv!%7BhB{P!jazz28&Fe7s#5)ZWT^cm0oaq^kY
zPIF4k-!Sw=!tZ$H=B~HfEYy0I%~^G=t+-ikG!zD&-%VEaV}s|^*bat$B)HR(uv%1n
z{{Y)<mrK=sJ+jSiue)69SLsq)?Uaw#S5-O^Rq4~xQnvH;3+W19OHHjsDJP_Ko;~_^
zdCFb!vQMUAdxXqg0we?Wf)P}CB~?WPU8azLBsnUE0TO^<M}$Ceulh}BU8ADcO|5U(
zx7l?Jw*)z#I6H3bUCTGUyjizs1&46#h8LybQMyI|SlfY0p-fX$oaYmOXUIFG$7$|i
zQX)HWOh7sD-?W@Zp4kK5b9&$TWz3x=L-?kt<?gxDcHXAZ_>KPnN#CsWC2puCq<r1N
zf}WqP#i%8)Tq<!#r67_A9Rc`n_$KAgH#tYAIf<(^Cby!vYA0{LogSa9u+h;|GikqE
z?2Q#B<EQS=xZ|eUr<@+UL-&x70F#@zuWNSLicV@p?=ga}NgSH23J<v5D2mI1VaPFn
zFq3smVG{rshXc5j2SL*v2Gq@1yd7A!yb!jyn83KXT{O6qGzTgjv)K6ayUc<_P{4O`
zO%Y6qq+wK4F^VEY)G;~LqqQYQj@7zbS5h>JioGqU?3#|2oz<4m{Y{SNO><?Hx)P-!
zE;~$=El5I&0qRIp4mbY*n4h#d;jXj}tkFzzu9nL7tkbuBIa794vvTAqDep8dTk2k7
z-~AS#Dp+Enz=qto5!68{B4<x|{{YK+4pDP+SaR;yU0rjxY1gekC0TGReDlm*wEd>|
z(5Y23OjD`W(R1{aT4A7|&{w9CN_fN5FgHES7?L*5+h^&<cAS1L?Ym0$EDgr`JS0q$
zX0kBOR9)+15eG#@^K%^p93Vvia*~3Rl+*&7B@*snAAB~bYc7H-sJdSRa-P~FscCC!
z_=-h^zbu=X2!p)0<WfcajBDka2>=~72T^VsnNkT=BBElZa>YOQbj-mS`*#4&!UW0T
z^<z67h&kWy^=$xl*aO4__A?kWvEF0@jABP}K*RyWNeXd62uhT)LQ;f+wJAmdLQ*nR
zRfMOcnSlV2JCB!__haj)ol&^yzm9x7z(6{WQO5btOzqR@3;zHYjzRtb@<)|Cx%o40
z^v%!uBVqhU)A?xm&&9q(*ZTb*zb~4ezf<>#Uw%GsiSL|9zyO)XMrZH5Y;(q6XJ2!{
z+kfG2b1RsZ+Zqzx6SS92bE$3imRNbP8fnTG?rA}#TVFs*DU``Z2<QeZLvPcxF0?D}
zFWd+&rly|BOp;nsN6@xw>lO0V47f&1Y=wZJN<z}K3eQfgnX5a#`{LnJd%V?VcKl{?
zZp;n4XEejwRaXi+?J4sCJQwf<$eZl&^>3v1z1Vu+>JV8vX4_9aRcSbkr)N$io$4~9
z1=!IJ>SWYR-YdG@@&(Tk#3U5pO(Ek2B&>ED{-m!(yG_}y_uH6lZ?{8aw^rRN%WT4y
z@@c3UdZ(e81#SdF0R?IUChNR%+nN?cv~?zh)z%?#s0^`Fsr2o}#%iidLG-f4ZSIng
zxZ>DIbTrfbOK<83Qc0bz_!#C-FEl4QD{k6>`wozydqdr=w3mHRaA8*Wt`6L6?jZ}R
zxha+{b#GI$^US*4LR&&ua*;vdQXEFae$Z}nXdQRU4KZZW+``iOy7YC$4Q*X6nABFg
z!WgqLV!t-}s+zM@y-J4HUiGV^)ks%cN$De{Kz&MHvkb4;yG<K?R}rt1Zgr)=j)aKw
zNU_dvIa2KW2#Q51z{k!+Kt!X$1NmB74P@LNj@M?fzto0tmrcIu`Yf!IuM!Ks>`TWa
z-626oWs()25z?w8bkN}frcM;qFByx=wQ1XR30LFyiYs&OfRs{Op8QeD6^6rr*0WA(
zlvJWZeH6Zs7Eh^A*GNLVnR`dlrlD!4udj8wVe;v?EH=xP$tqA=ZPJG3nDm5{))JxC
zl@>}vs1|IAkVa$tcb(vofMy^-jIyrD8;qI8OvLRZ_Xo5Ll0}uDyhGWZfuDwPisf8>
ztoR3pbBtra2dL+9z~ZiVulIM<rtR(1TN-=OsQFtBIw{hXwe+^=TLsFN+}JF7=}|H2
zAQeisyW!X4Cg;d)F?iDTS}8i>n&*9b`rTXlnd>!mBh?gCbZ=9aS7W{kigIX?P=t`t
zL(fzwbr)2jr8xZ$+>NJc?KsSkNth>#+fC@MVe3}QnomdT4Pec%npGPPoV;pEdIF$c
zH0u-;RjkvJ9WI8H8z-yO36s=tR~$SH<XX}9B1o+ibrMlhICQfl!9<QzB5u-(?UYQw
zd~oopUMz`31O&h~CYN5ihhSaou01Vy{f*v>ca2%A8xYQM$=bU>6MC0*zK@k^;WML=
zKQWr3mk26RDaca>L->d1jc3FLyQS8(b_R6FqSN#`a+1{5$#-6gS}Oak$JJeHls59?
zj=yz&K&5RdN>T*mj1e*7I-mdq`w}K3h{WtShyu5Iv0k*j!8V;!r>|BEiwH~4+iw&#
zwo9U!c&Ieu>F#vl#*m_gCAU6TrND)Mq#&qK;gkF;T2!Y9>2Uy|4U%DAvJ_Ubk<wMt
z!bua-oFOOK62>|<F_Q>{(@rs}1Wl4@DrM6va_&GP$|$MT0nT{Nq0D0lm`#z*V6Q8J
z=eq8x>x%Sn>D|>YBD=}e-ZMr$(y|5;6=7M6cI^;oa)Cg-offUrNCSY0kfDG?m;{{f
z*nyACd6^zRHPtYF(gp_k8%$)xiG#m>A3~4tDK1L=B!s9HDNs5}Tf?OU0R*;@C#MVg
zI8GtPl&0NE+i?V?ZMu~qNmdLLs3l2(Bm)FUpKOR@Z)V;;&zN-HwV?1HhzF2lJ)Hx@
zch3INq;W8Fv~F|YlMyCkwD+Dqg+3pC9JyDic_qs$nt3&(HBD{PK<O)$=J57~wqGt4
z7dw@Tj<UVVtCN<>s-!-ur{0iXN{37)0z`cD<|KhW=V<EwUH6Pgh~u*#0Ur^T9WTmD
zu9ntZ+O}x>m8(@$w`rrlYdUQ>mvq^)SrczfDr>8#sor9mu@@#lY^g~BC_hL@6qdU&
zo^fk4c?7%CEgvSC+#tkV0;{CqF+`>iXds}K1Be)SfJ#v|cEAmHcc29IlO3w_uy>?=
zu;D9`)m;d=8?3QrjgNO6<rm8%nKGFoD<ISqNj_PMbD16y6BOJd%x-*Wik@EccbGb9
zc89E%`fXRJ9k9_mPP$~LPP=-p7G*HX(v>2dQZ|MV2puJrC!}<gj7EFsVYG=D_XKAV
z+6G7@4mVrl(_HB-d(Nw6-$&{jPN$)z&{lh8b=u2tr@B$Ub#D8rD_=*?Q#k7{x{6x*
zAhjjc#HA`xgT|8skT;Bz1Q{nJf_xs^c;d*jpFNSapq|K}qi4<|8kx!~0)<c&DrHQ@
zP!#}B45t7nJVBqgxCrfB!>y1ImbR_x92L1B)>aNW>6A__^Ak5aC0VNAS0ZhW)XFz9
z4Y{UhK}6>ul@P$}H4rCoBR&5BpP3MR_KeOhJs+tmG<L1h+Paa1RMly1M`YA=tT?qH
zx`*tSI$M(rt;D5ev^?!98&iQQC<-MYkO8)&;uHxUB64TQ+p)w6+607{@?s3_fF?nL
zFbn~YJMpkAif$261&9hFvS&$B35~*Zlqitp9AJLYL_lyLJLfs7;giQP&soSaR8V-u
z$`2a2Amqq8YN;F`u|VKr2&SnDp+Lnkc#HOc!H^!3a})N4+%?vL)tV)aRa4nr)p~O8
zrs{6$)^1#pNX6=b`*l;yTmJx}^a@giJwx7_7hTem(<)I1tDDpMe<9}*J3tY%c-jG<
z=l%VNGm=D+BWal7<{}4Ta6r!ZCnp1Z@qxE3OM22l!&`nlvFN*4t{e~?yK*N~2vQWn
zcaB^r00j&I2w)%pjtjVm*qWWJnvtxsQIgt|avtT7hhk{x)y)|R6jrSiTeK*VP=k()
zY@v>@iO#aAD7nN6Qz#`U07XBL1VMuXJ79izfw<|%6*lh|G!lMw_mZ~M(vec3Sl6bw
z>Pcp(JkbOMkKhJzJMkdJHBDQgs#<sIUQ`g%4K4Q-{g6T%O4NR$ks}hJCRN2%HektD
z;+GmLU~GU{QkPp=qM(%oBASUWB@z}DHE&WNB?=v7!rC0zKrz$V?#9{Q0iR&_hfMEP
zfCuW%-Wvx%-#*YC!`dTF7kV{>rn1Fre1sG&_7z=ks8A)Mm8CS5X`oApC|C<sy+KKR
z-k`FYWmEgpQQEH0vq@~HzB5$qLrsPPY41?d(3aNZ)3I!IOZkG55*UQE;6YN|YpvNa
zRcWS5eHs@lU+HB<%ZuF%A=IdsLTM=qJw{a>AU#s#kK=A6DhIC@Cu!A4nx)gxEo)k+
zsK?4ulBGDH6vaP69q10amdoMQAr37GAT2=7L#U23)9&^M><sQcO~3Sa+ar(-gFYMN
z2gd=5&02rqznU7Ng^Q(z$6a`}K2!xwqStk~ID(R-xXS)sh|zr0N&zoZ{vm}W)VAZM
znxr*j>U}3wqOO-4MP{D6yIp8i5UqakNmEGG8_u>W(#>VLkX1^j>B6Oo%C(gt4y~mv
zkcZdTUxS`=@}j};`J%M`r{+eA)0f*j+MT<Nvr%e`Et<V4sMU9?g&Tp3ooy?ww!3{*
z7-+N{9SKTOevpyPzlzOqZPgzT`u9_4%lmcqXC2e@_KUriy-K8bQ0a>uJ!_N|l&*v+
zwcXjSe7jDfmueK_(pIwKs~ckWo0`1tD{=L_W)ZOCA=xE_j*3@(j!70s4-(08OfL~s
z&XeV-{!KFoaR3Q}thHl7H2%ZTtuWOqe^QdT?t9!Vp_#M+XmwSF8Oveh>--g)qd!C;
zA2d!O(7SFqaOpCrD4*;OzCC!jJlSAAY3aXu1uZI5OHI=9y3~a<z(92qFqeykBL{QE
zI2rOF0lXO!Open4_8^jDw-rY3b*WuCszVnPQ!PqES1M-f5}>K-O5AV?l{QMJpgq$m
zOb9|^C0s340Y1H%EI5)vowe6gQI||Cg5!0_y0V28s1+uex^}t{mfLBvR<&8#&rgS5
zy9j3=KX=BtI6a=v9N=;o&cW>sy`hZesU1-fIK=&o%n2AXyboY_3C1(|;}8esy!QeC
z;;0z2JZhBP#-flm+Eq%`Wf6H#tfX}`r>NGnpalgG;bbJHK9F!5c51iEMI-k5vbIw4
zP}Rbbw~tW?^pj0e^*vJFO!Y0M*;|1DZU9?t#UZ|YH|f*<uKC-h{#o1L&iNlO9EcB&
zJ)R!$>$clfESTJF_Z`6V5w?4b%#pz&3;=tGn4Ew%i7~LiKE&}cRY6}yPtH))(v&*3
zRr55@Q^U<qsL$_POg!2CHi_y<!AeLciCN5Tm<0QS_unILIh=6v^T*3_`Fnm_>^&+&
z!yAqOeDSe-I*4Z;?e-i~COq$$#6+Ii-Y_HW!!R+CFlTM{g995(cgV~hJpTYFC)j5@
zkv--jak)D~1fKr@l*|c&ef)dJ@n(2q&!*ilAM|ne=N{~DwE!?59=Q+tq5uQ9jyLI^
zoikCAeZh^4fIMIr?bvORyzoq!@%rGvi4pA?IGh8RGmYXvkUrifM{;~_W<iTR@;2{@
z{{Xmn+IR*!?U4??T>}`{ai5Uw<5Cz8c!1->aK_u<diV(W=dDFJKWve_b{H5FI1|54
z`zhG(_SlbTh!8gLXC2^>CkfnuOo9i#cZogsor#7CF+IfO_5^-=M||vKfB<*~F}Igq
zzG4H62xooA&ouxZ%nmo(;5Y!t=cmj^0g%i<oF33b&x1H1NRV)Qf@U!eebf1gKcCab
zoRK5MV1td|=QG&%kU-yv@!+4a5&2_>v@^eudqW+4gN*z9u}trf&xfA-m#A;ywtRjy
zerw<TJaq{3a9A>MWhfCD?gx*)^Jxw9`42hC=@2(0#sU6ZU7Ga&0Ore3gRr<c1IhH;
z_unxc=e~HfI=AzYFnk`z*ljz{-1^@C0G>Pl0JN|F0MeeetNT8^-oN|XafeSSmz_Po
zx7$&Z*oc5kXWwZUksbFwIEG{Rho1)<?}#}#Aw)nBAn=BBoSg19-b4|;bG(pygIA-|
z*V^!xDJ?e#Sy^l*q|>_97%!EEdaB(^bj_vJHng^<9ZFnM6cVnWM;>el^bFReun&ia
zQOIW@u!sf++#Y^=RV0xaBQv=780>MhPIH4NgR2wXCj^5YL>vzJ{zr<stj;vU&sAJ)
z6slpsgG##OKUk%iA4?PotXSzFg_U%AYcjBu!npM`+IE?0OZSS}@|3Ip07-VgPMOt*
z5E2@zxzy6sw%U{Gx)$ZAt`N!;(iHQGrJN7D-?#7iQ{DPA<>QYr{ae)zf0!fw;vmLJ
zn2h$@g)!{{By0{NY>bj;CJy2tR+DhEQ?II?z?zU<TGE@n&a$ibCPQs3+S6ktY5G)L
zPft?PLYqoYK#Xc@i%uzYNVeOFVN~GIT5ZfMGNqNRKQr>mt6J8jDqeD-$ATe{;AJhL
zEC-*+2le8k>+4~uN=rT3y(nE3wzj1UE|%P8mG!biDK0#s@JFN&%VADFwJj)R2`hA^
z2~iVCu++Cy^(Dfx*=Suq{&YEATH3=>MguegwypIEDk!F<ePtlRWThrTzVUXt8M$2U
zHw6`S6<60()+ntlrLe!>xZvsyp(qN$2ue~2N<b9u!bFU3G33D~ey<UT+hW_=KK}rB
z?e_Hf)cADp^4qC=cImhd-AAtVa3+$%$U&>URMe?WA;Q(F*tZZIU!tW`IQ`D1)}$#2
zTZmiDQq{B{Y=+YN3q?Y%I|jN|kEy7r(-hT>m;Df?uJ!HK(ms}(Qd|`jl$2B%acfhp
zdQ}N}np<pCI}2O5@SNg(q<&G4r#J><1IFevxBHGW5-=xYzmO+}akyXy%sTz~`@S^-
z8Q6Eu+w2_!-SH9g&UdWsZswkwxVYl=Mvt}8SGwqRI)hEnu+4K%bpnT0iiN7Fz%%Qg
z#9R&|=qxV-ie1Y|>P<sH?S7rrtJfCFc90iBn#z`Lbc`@vQ!P1Ut8yA`qE;!X>B%Rk
znreQPLBq43IWYlWd5}ARGG-@p1c{nT+R6u;s-UT<qN!+~PNJ3fY2HVkml{%5nG#3}
zf(elaA6$9Z!I1V~qxvvE5E1ear~>fkhi;n)WIQwDlK2KdL&I*h3+%s4^4X|m)*oeM
zx0!hhY1Z6Hg*M}B2~rdY=_yh|fdm;l`A*x&7{q(#Ndh2<8^IG8<0Mma6j!t;^`(x3
zRWK3|n)eWz8|^w^1ct7Z?WJxdCRNbj>TzTDkC7aEBSq=`O4{AgdWFB8KTy+pgVUk8
zOcT*dT7`V2YKa6PDMA7h(q3^2QQ|mr_@j~X=szLYegY%xrxrgOZvY;l;kJ60-XH<s
z16aIw?cmRk2NQxu)9eQX_Q5_TNuKaODcr~$RPNSWy^^6+*K2KE1E^6<R5YZaQ6^e<
z>S^@H@TsM(3IbAK1H~#x?*JXPz=-k;0XyUfDcJGzUqApp(A&fVua}?DjYU0&<a~|%
z&uJq7XYvkAoD=UO`#vUPylsFnjv?xdXT<p<26x0xzzyW&@dzd$cOLnJoT%<Gn2yoH
zn9ehw)3(^#ukPv6y$J)@Ou@i85O6?~J+~Ph&jE?SBfq{fPGU%sJ9}jD=1A|n6OuOu
z2Gg_w8IT|mo*5zx`%L4uJ4E0TAmp9<seuss_6O?@yHsGGF&pjf2#(`D@;1QXU;s?_
z5=`we?;|_R$9RDR$FQBTJ<n{IkOuf9>|~p7u^o=&<Jjl#o%50u^8W6h58J=IDmmYO
z1kB(_FhDbo&|)GZB%g3M$r0yym@)SAh>-$GQ3*_`N>n5y9;FgM000Rj_7G-3f^o#i
zq^JU?tte$wZHFFirPe840Zt(uEU{ASFVs8K;z_5bL$3zHol{|^+*(xmeEr{e`v*Q4
z3dp>k<-J!o`H`kMbwzS&&rzu#uRyvzO1jqQnzvdj?=>!}k+-Ro`T1*mp$&)Gl@!X-
zkVx9DdVCI6@?)0wo?^AkhBZY!iOWNE*2QTh*&HohuJkr$+-9h1JHiwhskkt*h10dv
z*--@~M;gz_?qgB%f0<fmn9tKL@V!1RJr=5Nwq1DLEY}-5!Ee6PZJ{V)z0gZ*T8fsH
zB#@PbZ1+9>Io;<MFK=ADq~+3V6j!Q?Ta{N@jY;^E%VO1bqPw!fXc1(iLJQB(FkExz
zR#1|CFRiq?s?z2D5ytbky<8N6&;XAa{xFE*H~7h5kpLHE84wVS<ceL4L-3j5`+2Ue
z(y#DcE`{n~>VX~~TFh&dx^gHD=mbbTSC1QD!dPV!wu}RG1OC=CWl(!KkQKrrO3*&6
zpW?@`f#z@re1HfeU?(2b^z{`>QYoq4sc|j1@k0$b^201PryqEww5dV1no8YuaFihd
zY9u5mj}<*3&X(G3E)>cTj-WbDIvjYo@?^<eItqd5Af_QW>yDJE*Bo&{Fch^FC;&+S
zDMZ40i8v-FVJareu2IHA%NzVQ^B*6Ed<Vci+DeC}=d9a6l0${bS_&kjsSJg@gVYB}
zEsXS^;rfMb`_(;d6RljSQCDz7t%_>udU{GF8gwuBqOI0gY5Jv>)Zl4VC|jVGI^6V_
zO)<8o>_O~IlaV<4`$&=793o;noK9rmne8C`vG?DGXaFJ|Jb!0h_5kzn&$g~tY3x-g
zXj>|sVb!#j-e&Z&kRSBjTaQy!QMQV7v^pAXq}39)7U3#FTTH4>p}WPg#+J68qH>&i
zY*o{tEcF)?B&NEMAU?GrMJ3N!#gwT@DhcWwQKo&t&i(%YBe9QSF&^{OcRK5O(yBU_
zS?O6&Y(m&7C{t=u>D}vP&bHL1)EsGDNl^q5GWz=7q%pUTvpB%*<)6EKz5xwgb!~I1
zcDk~vvE`nnJ6BNa?vn{gDskmFrC})q&+woFfyAtckr)6G5_}V|oB%ry<u#PtEj2~Y
z#BFL}#gIi!q2WxH&(N4%3+R5G)DRR37;=ghq%W!vrrm?^pO{$|y4qUt>V!7YT4^g4
z`>#;1<!Xu)Qj^q!=(_PL1_1<;000aC0049V*aP8GV+oCuiHssS6BxoGA~+Gqjz{Cy
zaL-DlOpJnd5<5=uj{Y{xW4*<r^zBx$)w*9u(ma}Kol~f6nsSz*#1~tqe)n^xwledL
zrAb?eY08wXNJ^5Wgp`E>Q^maVFH^XtY8i2dQS`Xe$Wu-r_);7RQcly<6N4o0#eYZY
zN{t_@G`6m!Wfe7ATTt0G9W^_PQ*FNemgP%xWrrL}RHoZ?%49aBgeajZDhWFuJHFA`
z9d=G0*V)$Wyj(mzqn2(@7Z=&#=5XhW?BhAwvT&W)6A?Z2$K1mv!@YqnXEVD2(mlVI
z$sT7jvhz53cu)<F025#<fBA{~JnQr?FZEuwW15uLr?jS=yXrctLbO}9<W<wzZSPzv
znPTEKO?g7iJv+S%T?7??6aYBp{$m)4IQw9Uj@~8&DCF_c{$hU6>iu`1b!LgD<y|$E
z?N_HR`f{r7t!C}XG_=>M2d(u_F>U^fP!%ub>KzC|>-s?>sIEBX?9X`ZGCrNjpYidZ
zxX`rg_(1FuKf(_$w|3HZe-CtVc3x0%@pm`zejab)bAJ!li|p{%L;6nt0E1{;cF6iR
zbGw7N74?sq>!&Ox1>w6mkS~w%k2A6Girtg=j(L2)!gDhjP$UQkwmig)ZVUiB{fOap
zBxfc8fN_~1;vnFR=5g%=%>Mw0jP6Vk_Y;E$9?;1?WMBa&e!v~^fPVd?aboAMzaOLJ
z*Y(#j2K@kW^Xfa}0kC5|1LxACIL6!O8^@eP_XlqLDH0>h4&%-@9rltz27K`Zd*%s{
zGDqJzgB~LQa7o@{1pD?o85r2fKYjR)zoW;0J%_{R<5B_Bru%q?b`Jr-2nhA@9q=1e
zM9#--_>IOh1Z-piHZUY{6qDZ@XC3EYf4gnI{$#)y&c|a02XnDLL=5Ca4ha*3J-3tE
z0H17<JZHG!*QkDvXTQhmpwK)6aNIGU{t+MA0s2Q3=t$h}88N)XM0PR(jsF0%GnFQP
zpYaIu6W9Zt<j(R5H41Ar(y*t{qI{)nuBEpfNT+FRwm!EI^+9Q+qyznxD3~!OM-$@5
zOu%94`~8}ow+e#MO8b{uwp5jbkfvxFb)uq5mK17I(vXEIE)u5F>wjmn!^_{dhfMi<
zU_JRCkC}1c1LhuK;Zz*TL=s8ZW_B1kl6KhV5I`f3t)5PNJTa&FL7=FUs4Wbxi$++*
zPs&+CG%KoR*G^w{qM>&p>3vS1s=A@Z%Km57U!)*5K2a$u^!>V`il|f8-QJ|FOU|=X
z=uz9MS!Kknuv$TWscBhClH+S}zNA4>Mo@ZS=j}nfBEXwPA13V-)vZ%0mTwBy54`hE
zno!DW5W|{ltt$10%mgN^VjD`*q^0E1THj{f_mf+3ovu(6nYw!BKt*N=VCN%L*_Z+A
zhT<SV?L(AA<}O1e5fayTdJt<4m+0h%qRZ+H#x~@Hv~&b~3W09R&WpBat1jYgm;`Ke
zifu(@h8RHZiijV8z(qJYr42LY_3rgq&Aw()w_~NcS?P7wuA{b7D$dcRp|<`zadMH`
zYKnGSZMCY1qM;R)DtL4#)E=gkqHL9E?I~4FT=l}@ogZ<hE_!yuP}S`a(pm~^p|{Ox
zdF8LIv(y{(&q^C{OgN?3S1aw->it{Q_X@YoZ9?i_Lh2n;Zn~!wvf`WTC{n`IR$N+2
z*0m{0C2CTQE^!7XN4lm5w)?@`ZZ6hH3r1}kiMfK=vIq&p1iWI3L`+YNh=&&s76igM
z90-qE;%V6sn4FiEO&-okNmtS(Km-lQP2;s35dbkrLKqS%g(uleg~3AwD1DI0D$!Q-
z)6~>k?r&;zwMK`~n<^P)NqtYDB9fuEja&Y*m{X6bEwX(yG_az#S5DK`?M2FthM_5^
z(=^m?w8x=P&C$xcg3E;j7ef^)VYVHTTuOZ<^d6p{q#nC*m)@sw4^z714<Pj+*4$HW
zAi*6;aUClMBuG#_htdxh6I!z5wuL>#x=YnM5TKUsbjW?ieML)-w^IS(QlhLr^4=&>
zQ6TlLEA?bNvG<3EpHG<Q-I~RLN7y|x*FFJ(z<_K%?w&zX3%_05ZH7gA?KHzmVU$xS
zQlvC`r3y_d8TAvDC-<dFAgD|dIHnb>fReQojD(V49;Ivy4a(q;`9z$PH_fWkVAZv(
zP+KW3){BixjkeP??XLAgnNm`athZh2y1D3;1O;?7gt)xBb>2Q7Ik{-EuTeXpbw}WB
zvh_o?wRQ`=u~f8-NnJ&AR|-0BltD^*{Wlyg`eiF93F?n3uUVj~Xs+$5D=Z)hBC6>o
zs-_-*nrAp1;v>)s0wO&+R#}`B<bzi)<6&i=GGtLZ$E@R>x@ypX1>!TOD59cB5TI|g
zDyTw-5M)DY!z9jRc?6Nz=W!bW_dfY5e2K{)bM2qL<VM-!)}orGjn77^nd(;npH88d
zS#==JN*zj80U*SrOddQ5F~0u*V>8+@-v<Q$0Cygm#DEUNumIyb`469-*v5A94AxEM
zuP1qt&HB5YA1-vm+K!^k)hpLNiu+BqswS&e@+nmPP3GZlr3Rr?&xX<-Qq&q*=>QYM
z=3ghdlgbLKWe+j5%ldMr^3_ZBz`KQ_<kf3*N?{dhW~R?@xYCs{x|RcpQ>jq(oBCm4
zTy0Ol&pr8V$$IW&v&?JDwkmy6&XQHGy}M1??Adb0y-D+Ix{EapbxR>hyfCB^$U?n1
z1Sv32j&6GL+nn{hw`Z4kr*E{{S&dq|opS9rdqaMu?aekR8EF@a8VaX^6KJSf)EEdy
zSo*q&;<NRd^ZpV&TlI7PC-S(xVD9-Z#_n#}p7H1RX#W6=zlid=9MAc=<KDW!G^;}Y
z0KsecQ5{bo;kUH{VW!@*TI2XHUIGt?)q#)ooJ4JK3xl=;{?DJnZ~`A<v&Snw06AT(
z`DLOtefw5x_HR0`NZ2(a&01^p?LD%Q%jK??<dzzztkYH1ZZ^YpNI)yD3sFpx4hJv!
zfu_--_2#wG4L;>lT2ohQO*Gw0p#j>4tap0bT3>V1N>S=Ono#P(06<atLO>C;+AHJB
zoZ1^l*mPC0)u3x_x^B-wVzt)YY`4d*ZO~h3(Md*!out&XG;Xb?8*RR|Q4XM#l_Z(t
zP<0LV;i>QU%}aK1wcRxh-sgO{xXL;jRejpE>gvTdg0&XgRYgOdnhMquk_S?V>f$Vj
z%|K-}aIbdBruHeqh8Sc@;Wb4d?Mj@YRLF{EK!DiEkVs<)@nA8MiHGN2uFpp4`wvXm
zXx*yj2Jnq+nQw=x$2w#W4c#n~P>L?I=R|(Fr3m3*StQ5+Ll}6#6a>q=AG6EwfAZ^d
z7jKmHKgsR$@UNRJ$KrpE>2f^+{yt~${{Wxp=!ZQp;YbPU<EY;e9RC2bd_U<b9YtAa
z{*v5oS9UE_HU=)NT3>h6rK+oXvC4%}+*aK+GjzcVQfOT&apsdEar2Ya;Q96#lQFo?
z0Ejrr8Q>;NnLZ`~oOjwg$RB>kjBVGXY%cq`wZ|zcshB2%WE{c+WdpRP*bnweAd}=(
zY(+%iDgtf9;e&9f0&p>QogehkxU^eE<n+4Jv|1-{x{#HUioZ`P*yf9ICT7`HYhmTS
z^`xTB6K--hGpRB+9yIx_)FL99yPxqR@qt_M38iehNN6^6g$<`sF{u{+0Q8l2`iiQm
zdu7hn!$xd2R@rS0-D*};67tHrK*v<+ks=5H_xA(G{(?P>L>@fBlaVu%fH#4iq7L~6
zI|<8}-!eR&*gG8m0Cq>1;>Lo2h_<8CiiBniSR|sVk+>}3d?>NF)H#)Ovg;g7ZT{MZ
zz+k1o1}m5~3sLV)Rk@tq_w3p33yI5SjaHB|D9GS5c1eOwQX@Eqk?a#9N#p~R)jlH#
zocwAS#u)MJW50PhAQC`;HjIhldf9ESy<F|~dtEb?mn*GpC9>T{$sVOub#+5@w3Nu}
zS`+F&Q0r|YsbM{89ZLWbDbt9+&SYkO=ljW=nZ|g(Iahq6(>%@P)}y$kYM`)dttou2
zLrp2yS4U~TTkGml(<lW`IJRk)mYPWFan6RuR0kOciY$vqOE*uP;U>$df+7Mu)rgUd
zl6V0D!OjIP3Lqn$ga)<9MvUJ~#4?g}EMuL@N40+R3;-<|IChFoon=lW%h}O7iwK;i
zAaG<rLp79jFT!ucCXdtCEmx>{cU5n(S}0$+T&okPG?jAb=xLi%wG|K0Td&o1>20Rc
zryYu7q@)!TqyrlKYhUyQI-Cn+1JWFAw^WX#gnsR7ZA)$vkRdAoboC`6TX!Fv9~In)
zzw)=3I$qzb%h%mYq;&?Fq_osn@01q?tFQKIn|nVp&C-U26sDb3sCC6uJi};GVNRo=
zN^g(9<a3$~QX=g4EBTjKW<V7WTq!hWp{KUHZzvA>^!JBt6)ZHD87WwC`cjrclwEJB
z3qh`|3%=o*VD)?6F|D%bk4l7kOE-5D+YuCsW0;9bxm8t+nuY=ji5LhXAW$F}qn@7h
zj?rB+vMx9%{R6utbzUKOC1h?lk@AqYn8Lm*#S%d$4{Zp>jTt7pRK;L!@gZ2CQBYMe
z4nQtA>!ngw7Q>CYw^~vb)1<Q7AQ0kBJFTtPTvCWq74wayC#eMr3JPzae+d5o2pTh=
zx<2u$HC_8v&@P)$J!iGh>B`GB0^g^mq-vqss-@j5w}d3A)vdIl4z{%x)(dG!Y3I53
z^C?0b4bw1}8hLB=+zWlzQm_J9d8gL8HKCxApixNL)KtGwOGs@f*#1fUS933s7F({L
z(iD19<!QU!P2u`|OK!VWrJD6qHA>^OskL7$!Jkp4T1vu@;ZQ?qDhO?~r#*bLxu09k
z8(J>Gl*yKADK2G*fbs~jMZpTO(@>-_(g6T4kaM|10w7?nJs+mDrUO#rB=x2pN!t}B
z5~)03R*J}!WEEy|MlP!s>o!%wNV*c3#3Jd5L`tCXfkcPA`QggDH^RR@G*9$)=XI{O
z*&DFyyK~x@)4fpb00u$%zS_-ocDb8#uGr|=no5eReG@9IO}(Wwiig}wPo<=KnYWl9
zv^JkwXbnrF>G@ve4PL0QT{QJ=YucSJQd84i=pLY}TU6~?+o*f3s;7{a#ZwAxBoR=h
ztSPM>=MOn`XFD}-^v71WXrsA{T{WRBY5F&<^gkm^<IW&06&01WFSw%lO5Lccc}i^z
zwmKVW2~I8bx{8a9HmL|nEu}0dB_>o5mV#RgSW=Q!ww+KB5sopf>~>R8_RFi;p(Soe
zR)_(fgSR9CyCQ{H<`HVEWL$?dgfR0`F$`klq$n7`ZK_jWr|eskRbq4!X~mnRx7^f$
z(u3|;m5ih^=pBo6N)s(5UPYK0tg>JX-XysSpaGUS(o9M2s)UfpZkC;uG}&!#B`!Lu
zr56^k^T?}mrIb7bG?Pr#GCedVTP_zC=Zc(C`g)vF`Vf>PDO1vcvOy<g_6dL|5J@~l
zep%N~rnOTcZV-V|uUs_L7*mf^vWFa4RDv3#NI%Dd3PJL(6^5Em%qd`m3S|eBpcDW;
zn{wg-DnLka318Gx(iJHd4mx`=<G#Wlv*YZpYQT91hB7(G1~NWazz@S426yjQz_P5z
z;k!l}Uy?Tun$?2#Q}X7g*8Z1Y1u(4X{qX|V@&U5>fX}8AE%c5wf8sCU$C`Z9=eIF0
z{HxMb`iD(?<&v4Vs4qHh(@9NO&YiZgc4Qm1#??$-{BEA=x`yf8dDOb$cBLUz2vfZ7
zP*ZABRFx%2B`ZpTf|8(0N>n022MQ55f&nLvpZpbkOY*CgT)WgdSD9L-s>^b!)-{*w
zd&{$GJKIj$>TGr^dRPuw?UzNd^6%Oz91N`}LR+Zy5gkecpXKcvj=_|<ulrqN+_IBS
zoDd*Xg?8i+LQ+X5s~o+CL|nS;e4?b8lSu#~MlhH-cz{2owpO)ihoo(#r5=siw#6MP
zw5&LowU4On@0eJjlaaJ-M=(s#P%ay5y5a(CU8wQOZXL)9uM<d#ADRU?^W&Htxz@a{
zzYQ_3Y)@(H;iF=_P(4*aS?W<#xcf|1HB)S>tfP6S9Hx1+mZ}s&np#x_Ba0`hGlRFC
z_QdXEb20(?hQp1s_|N9vi{}?L?V6K8SG{zx+Vn-MPb$6ZeSNd$YpJhVist&!O>(ED
ztPP>NwL4+QSVvNuR00wY8j(NlGn4-STmzCI41M^yZKu+5a1l@DS$A}!rim>1k11q3
zGUm?`e3u3~=>P@|%T(r2nc*;qfY%M`t-Wem+KYHwwlw#x7KA+8hF1Ll0BmC;-jT_2
z`EEu0YA8p&$ccy!nIfBY_yp+?q%anvnf_2W+D}YCp2NQ5CU`^mzUB!Y@f*(OV9#m9
zL5I)3d5`-<4e^YK8~~BNNt2KX-}IcvzZt*Pw_kR1?F@ZptMK*+2mo~H<+%0fkA-)$
z;8UJ9{$}#=-63_;^_1`OpH67KE}EJvy9}!4+U?g08VdIV_L{zgCYr)f<swtn>V0Xe
z34|v^K0bLlr@3#gESk>6Q(m{Zt8~{F+s!RwthmiB(vrT<R`H_r*k!~t_w<051BJj{
zZA(W=SI{sIAvycZPDWhsYvujA%XxcMH*Kf5TW?momC34uYh7~aRZh*S<!q{L)EkXT
zN`u8J4naVH#s2`$T}$yX&(zqj`s0*ZmfdU8^tV65UenyU*0dIOS-Gl>+WMM`yOFx}
z^$T?<E*i8p+8Q_+JW!E#OogYaj;ENsj*GOVK~p$tw4q4h(bkPHnGkH`MB*Vhadb`t
zfl8hL1ONd#{)*i??Q3fnq8w(Q&%)hzcC}iagptzCEr%{5q0x`J6CzJLd~O-H<FFF$
zrzTOMRb9}S>Vb@5by|tl{oebNpAruF?0ukw_AqwN(IA1?U>Q4OVrOV4f79*YeTkTp
zCozLODaiL8+h^ar<mbm1<$pSWzCAi*Gv$nLf$+zdPaNj1T_>eA4!P7ey(y&akKQ!}
z<<}UtTWQ>3r)peko$9BOm#UqorffG(!_T_6pKS<jwG}7?$jaLD;h&y7vD44$y>X#m
zve+q{re>z(o939hw@l?_Lv+-lp_?u0<5I|arPkOATPZ+sX$vVaK7S0l{{T;N%bq$H
zTk6N$rqlLU?}@oovrheMl<i$~#qP@0LMf>lb@#m*n~N?fEHt%*g()a19CQ!jx8l2z
z+{EODtI+x*RlR@I7x%Q{X{m;r)b`fcZrQ1<_llQYsl8e4)afaww>a2B9Cb@up(zBJ
z;<CAJTh21_w;`de!H~CPd%L~m`@TibVeJwtHhKJUvgBshvNIxXzl|iOMEpaN2nBV1
zl<7`|U3wL%_s#XG{;X<kvFk6XmS?Qiyl<=>*=w+rgZ}^$N-%LbFcTAtx{3b)6uWK#
z+4xETu})#+^H=M;NOiGX^Q}IFwCi<U6^*H+bo8U5tuLi1009U}ev#9ZfCk5WDr>zf
zraAMWuiCY%6^7SN?QJvn*D6h(hSrzuHPptYrB0%<i>>smuomk~AiYpJs;O~M&aEK}
za#DmX!T=y43R0kCsuBsr5=jH6at{^CO*4G0acrXA?LSHbj;^!{2HR+>rB11JYGf(2
znJXyjP>dv!2OH$HdQ$OnF-sijr6k4E6;w|Ep%Zk0kU7c&w-E}j5EQ|K4#oi}jdP`)
zayqi^+g|Ww-4`z{Yla%&X5G*j8@O=~AlgL~S1~YRrlH#cW-$a5APAWw0);7qw%-{X
z+T?z&<Q}!tdQ+NOGWmJBJEje`)j_Cix4Vj!OQ~%&?$jh%t7=<98g7x))d$qVnW9xi
zKtryjnmUaF<zK~jI{7!EX!J&sv}g@WrtI(BS3yx(Npif_Fm6@#mpY^+R$WVLd!SXj
zS5TJfXad`1Ub4ZbTTZJ~MV`q<SNNu&Vdb<?epbrT>y1lm{vgeIl8QE+ZU`xK6sb^|
z2v@3~T3tm!XQ^VM#b`omX_W9yZPn+hT&QVh_g<|FZZ}HP&7`2I#*|xIiBkFyhdmT%
z_V$-skk<0H+vLK1g0jb$;gLl!1l^gcEda@pAr1}%QWAiHv-m{=p@%&IsXmtaoqXzR
zO;fks4xL<0EYvJuQrCFk#&HOgv&o~P?RSMRxaU50RZa#=1s2VW89GHUR(Xf3wSP7B
z)}q$Bl7%YNSEs38y0LDcsimW%6jT(J>ST&{+^BMroti2(5LHu9s7ectI})xlufpHM
zb+etk!@6lLbAGPUmg{DnsJyuKp>!2@M=B9jLd82BDrVx#4LH;FPL-{tElyGjf8Dt1
z3D?E*BUr8HUR~8H4wWU=O%1%Vrq){PWT4W829}0fZD*`4ZKvv5ik41N<j2G{(~}ya
z;j1j#cGp#QyHUMvxl~jxt#t0tI_po0bWtXym8B?to}K=dYw3fIvf7+d!)Qp^rx?hm
zY`u=Pxh!N6k0V%M0~I723MEZ8<RF-;5i%x`IcemA1;KiCs;0oWEvH(q2XpH1Jh&~l
z*E*9I(au$0Kb9-imvtcJVi9KQxn0xMyF-o@N_9*s2=NH;j?Vm6{3r68;pawJ^@f+a
zYdu(+?NHvEs-x7^cE)MkRc)^8aiw*atrRw@rdHZ*Pq^c&Y3AHo10O2VUiF&L5vwjV
zt|4}o=xp5#rkze(sOj3Mc_=+dar%WJWmP?2QF)NT>MH0$5>kZhhde$fb#KHilG&#3
zuW4H)uHAi2=8l4z-FCM+Dp{hcw>0&A!TXKonbihv6{>A06ilHDDOXd00nJ`=!*po~
zb-H0z!>j0N>vODEp~6s=!1*^`T1+h=VZ<SAu32>rzLhke6^zp8XK$c|;OLI#fp-Q`
zLMlaot;~G4Ov<K06z3^(k^4iq2NAeyJLv;4q;r~-{q~APF9~8AJ~1|}95h*osU(|x
zNjM`{E3T?3Dz-QZBAG-=W0fTMusNeed^mIKn>Hpjj*-!o+LFsw<x4d8dc8xZD1K#h
zPq|A}+bO?aXlmaK)U@MLhLoRCD@q9<@rgBNl+-#GQC#$<s<ypmzuBH`i;c1ODcyFJ
z*J;|SY!_*rsHb!~!|c4;*>%R$hZ3-&AdahiDtuOQN0$7N(wY}tYNzz}qSMdnL{?HS
zP3oJ9T}{VRUN1DuZlcd;xUtvhTpMM?I^%0X+bCE7NYrnM9WSl<yUs0V%)Vdp_n2CT
zM(P#WS8TmdXkAe48_ij)7R^0U@pY?XjiD~pS}H0UQq+>|Gt9lx66oVug1oMU?<x3;
zmKnSyw#Z~j3ozlU)&-F}c@z+4QoVZQSi3W(M^)Aura=x3uw91O)IAN-Nc|4eYuigN
znJf2HXOp%TzU+9(hzo^FVHrzl?3CK7z(B>4;DsbS`YmDj<{Y>vi;*eBRKdeg0VEtj
z8<@Zw&vTO`Ml&O9EKYmx-T)izzjGb;13X1g!}O24OH$Lc^)&9eO;Jw!Yi6OB*;<=<
zmzr8q<8L(L3LI_3rD$?ew1S>Ireiz(_Bh0CkI(~*acY2pfCK~t1OPxoa2|pJ0viZ;
z`)iL(K_P^O0U?SaQxwG#7^VRz2nj?0N?;HifPi4z2y8VT+XFu04*Sjsne#oe2;ujE
zgAtz|C-cMtOk)B}GIC^`kr@-`$e+A#gXII?GJf;zKJWp~^PKSa{d64rF~92e#`)iT
z;~4?}0IR>aJa^xqh|?Xm#7zE~oWyKAK^}PPf9(F|r!4euD|KCqS8IJGr0*|l`s=Gq
z>TCU~#N}PGqfTk6I%k+w&Z?OYHr-VXY6xvgQdXn%f~n(?`2hRwU`P-)7zECLC=rPX
zfHoV6?l<2Me?lX2VDYM6mYZwR31}y7*JP55w{hAVfexWg*!*QEkwD=wO_2ithz~;m
z<SOCNtzwqYokC}*FwoJnuG&XQM)!1@juCF6GEK^Yrv+OGESjm{rXhd~0vtp+3<eBz
z>z;PK0r4~OiOZcGr?qV*%T8T1GA%c)MWn0k_aKV98a3{ysb-F~DXgGfNTP0vo=RVB
z0ni9hOmO}rJ_$K>%05wQK4IxiORcLe8gbhYa*I&b*lQ@NnY(HWU5&z#ZPWIehTLr2
z(Cc8lw19$@1p_>D>z6wI{{YJEX=2yfXXL*e)6Z2sLYs>&RM9!}bQM<Gma184`ez(z
z+B(PEP(?#3Pf#IXfyTh|XX8Vg9OBVe4FjnynkL(0x;t-j;H^Juy;E0I{uy6Sa;8F`
zxoRu3No(gRSaHDBIs$`XJxLsBidt99G|iI2*qIQtAsWUumr26Nq`R`AB)ZZkQ653L
zqTzwjMIcP&0vMPM0WTQzGhJr%e7<a*dAPM^#wwcIe@or6)>GKX_s-ZtsUd4dv$m2#
zKx9$|#f`YpcKPAlAfc8?P%*{82p~;LpYH9s>;_1gfryjXXNbejCAG4bUG!8^wX~I}
zG^HnHsj&%Cldw{Pj&MfYc}e^4nVkOsc6^NE93e0<GZKE?r!g{P1Y;W>E^PGQugia}
ztA;b;IKT)1bPj?U#{SK>-^XkPdzU)O%8=Po`e9){pFl~2(A!0}k_aDAQ)<|#K_y&!
zx@eY3WK`3oEVNLE7R_04^q~RespO)Bw91?cTS-d~t&|k9wZ5bml^{+%j81*ACU7Uj
zf?$C$!`r`zoKJ4~jAOVycHkNP9e3Lv%m?ZHk1U9E40P%CbB=%?G4@ozY$-t~aivN+
z)Ks*#5<&WsOX0a(ks%#m&(c&9V0DUy5X+9T^DWf2UZz`(INNWw7N(1=DM2CD!-#RR
zv=t;R3PDj&F$*leP_l|<9evJ{u9jO<i%L>JB&D>d^vQ)P4@pphF~(l9@-LfLD`OY>
zO%bfW2&|_0s#}GxOlm8_D`^zibuUuAXP~O2Qwr%ny{N0DWVnSi7HSJjug>AyMrA48
zxo*^kHvtaibdV{IA)XSMQ<My001?0ln*|Z+St!U^iKUc67A8tvbW!IjjAI8c)=dC0
zN-HXxL{?CV0gOTlhA0#aU;z-wXAc4fNFs5(cgB1WL}##`Jz8n{g((a)`^!oS)P|c=
zs!9{Oh(IJHW35C$^OMDXwxZc<c+e)sx9Y9xdYR?kQBg%wD-lrec-GsgD-T1|<Ds_c
zmsGaeTSdB*RD!U%T8rD2XhSNSa}xSpZrIvcru1J>amK|WRLWPBpu?3WV3Kl>pWkBu
z2yO<zfQI3Lz<_{;L)(zpebtRI3{weAQxw2qDS+h=5*VTYB@*=kD2E7u;{q5QU_zoz
znJo32oyLya(6ALwR=V2dDM2J96tqF$f>OSsYTu+!N*n=xqLA9|?pxVx8mC`qZ6ftO
zTd37qr%dVB>uMftpOtd;cBHmA`xK0!X>qodRF#BOytKN8%W6s_tBh<Al0KEB%b^HL
z<qi~|;c-eNw1f~qQcK-PRG;A;Mz^Q#w|y;rvuc}CP%av3^=iD(R1|#88&@k`V;33^
zRc$Mw#0rXb%9{@bDIlY$5D4?UD}@?5BSQfkox0_0p@-~|b0i>%$75_&1f~(khe7H&
zC`DtDnTcLy6S;{-O@h*B6C7*DCg}scM1jOiomRlAWezfj5r8<rM~FJt&JTgkUg@q_
zYi(0v)tcp-o|4iUlTfonx}7yoW3Co!WmVBswO0FPnzp)HajHVkU(PA@6Y4(YL(6g1
zapS1scQgLtQhUVjh>!#c<8<|}$DcZN&W^w6tDUDnP}{W~qPoR&thHIMjNKPObEa~V
zu?;y{sq1LjTeR-D(NbuL0cH{;MwG~%r_bddW8QK7@j4!y$6pb#@(EuO1(0^5!kvkM
z!5o<;z>ork6$p|*1v0rY2ssjf4gdgnL!!MW?tK8dZcAy;qy4hAw+h+~RA<sOYVl=r
zDlZIn>Jht#j?85fXds%)6i5mfOP*nfDi5GAJ0IdAd}3l^Wcc@xXMhlJV{PNUz-Iue
zFgkl<al{f1#1b|KBtgf3V2!5}u$~xD-VOvD>~n#ff!vL<0WxO9$aw}s^yD*)<F0!A
zcj;Wk=e9>aJ7cFz;~CFhqC5Md1bOaY?-`%>gCNPw;{?Z7h~M(u!Oq9db`oQVNtuX^
z{Om?VjL8{{`SZdDdGG|1Z~z~gvm^}XZyYz=L(g#cV>s#Kob>?^_Ru^;Gwlt>$VUUP
z<Oe%ve+rIw%*=l<Vq<b(eskJK1kNY@(Xs7`5M!|fkULc@dVf%Ai-K)BYQ=ZdH#N4W
zQEstYD=zm1ve`&+<Wbw%sHjtDDoAl*vXu2Cbq=67tLjYyuJl`MJFE0wuhNXvxLT%j
zQt7+RjTJ8RmHJFB=SNDHoJ&bk`Wq@xLQ12g6UUs++9tUg8Ow4yP&kupWs@rBF5hUV
ziNR9_3Oj*uu;-?0CX^(~(aOuA5hk=tbMo9uB*D^=$SIV=fp?`#vm|_+fxvYLY?!$Z
zwY{iu+)jFo3C_bE@O$Gq+k$Zev~2@;FgGN~-+9T~hym~4?GYetAb&3YF~PasB#0&m
z?sGZqxESBJ9*lIz=WreN-}P)AJU7i_05%Qw0SthKFd>cld3-vEjbtucQCDhhb)qy|
zcUy%8CaTr?Z%w+YdY4j$o4wyH)GK$;>+~Hht<*jnbqZ~6wAolaB08JQzk!ZaX#QL4
z{a;CX)wgS&oYI<yR5sPo{W#S#uURd1*LAeotvYJiT+?+QF1FR`R#c9kOhhF?T!_=x
z+lH6a7A;F@Q)s&B+r6^;ZCj`=GMj~>wTp!s-E1i(XiY;6m7}Z`Bou`vaku*0<I9}-
z>qp<TRo2y@D6QI(&0k}>R@$uB)^2Xw?o`fFRi&qEH8pJ;D|VgLx7H}6C1j-|wPkxn
z-|wbv)vY-)GKp?-jLIf(L`7nQq)cHk42jIK1+W~P1u;YfOc?uILDm`tb^143_9mq<
z)>}=)_2DGhLfFq!jBxy{&M^+rNU5%q=E<>GvS)6&l~p5@N>Dctf<_^=4cF|oE)@zY
zyK+8Xr6QWCHHrC-l!Ump>XOTlqt>Sonv}=T6Veh%Y}=@+%SdAHO3K^|l-$~Wj3G&N
z4WS|CQCmz3+ESk?b@q^iGPD(`;?r(X2|fWB-0ir@A7PEp1Rb$5ARKli;FIh-NFDMx
zvvNCh_jv7(5WslkcImJH*C+4OIQC=*raXKx)PCR^t)j<vcr8?Pi@7B(hPv&A7ZKF8
zA-4LFNVi>WF0ICpk5#mFIO|A{QN$q9+-cTUrk-uaT}Bp%5Tq?6rbMMdB_<Uy85zkS
znR0LdG6BiX3C;}697fSSM*|f`?{`Mf`$Dzn8>nb7`YHk{LfT2{4S`S|=tv}gqv$8e
z#}YgA+kE)@HpX_&cLB${#+VTevDf~#{WlzWhg|q%Lt)KRrcUSYxrtAWjQ1nh=V*Zg
zIL~l#gC-<oWbO7FPZ=J|rYr7j)79OqR_j%zwwBws%GaK=gDv#5^4V2=J2e3dLY7v|
zBYvk^{a4nMw1GD39H_Kbwv|+BEkIiXuhUf^wW-vE<;M`+4O*F*>Qy<YPe4%VbwDJs
zjAVX8k09tD4fE^|AaQtg9~^D}07N>5+4kqmF}~R5hTmUvcvIV`s_UM_wMxR?PzQ3p
zgse7z1gUH3N?}DrCSveUEcLRI6f95_0)Sn8u?i9<6qQwlB|?6rr~(XvBymx?YP*Z=
zR@3Rbjhe@0OXy*m3t~}dt*L3m!d`XChS_~*>Q}DnYFb2+SJq&QOleI@@D7?KIqHDt
zsH)l`rS<(?WU8u3RP_>aNzQm+J-;yzFE3zp^Y_ytJ|G<jsQBYPTVul`jQc|uX0tYw
z>n%j9iMY5$YrQn|e=SZHu9UzvZ~Vumk{}W&oieD8q8Du{<7r{`*F|D%w%@8cF82zn
zg4CsmX~zu$Y|Jfm>Xo*imkhdLH4HkAq`6(@jXQL@`%}}m)LUxgQVP}7vo!1|l0XxZ
zP5>ZaLU*vIyzD{20Fnm#3EXW0Hu1-y!hoxV)F<MovZ@y#8R0q1V9#6*1Tq=LZW@Y-
z(9|pG1q1;^FDsoBV<KK+Q*Q`v5%B>M>|p@gd~daNdWPrIRNDrQiK@i3hugQ?s3^fh
z2o1E@T|F~z^Z){!CEmB32BGykP^CDkYxT8tNo^GsH5CDr^fHQv-E=g9Nl<7wrFv;9
zB}5~oB<>9HDG@!Sh=Kj_-!T~-^PU1@6WI4rF}TNLw9o6u;gR$D>-u-CHvk<s5C9PX
z#y{qUHroOH{Wp$A)3}ka*l&>rJO2QFauPd<6Z%f%l5z|JcF2H4;sRhq?~}Z4Gk`ZD
zcNyAbN|@RNle~;c-hIYMJAfd-l>|M$9dXwf@y0`axAt#=sJelT`<>tbG2^ir9!WXh
zh847v8w~l0_8sTMA3Q(~*%>f!1do08z}OGC&jf>+h?9=}ybPVk=O7GlrUyMT9~^sw
zK09O2!>CgyB{+-?zVU*d_{VMI1{}`90mot^Y-iZ-KYf9MWXXwx9q<fJ@MAF_bK8U7
zNdx)L`{HxsJ_PWfhsU6MGqyt@ARivTrlTZ?h(7V1gbW|kxtRko!kLlScLzJ|1KYUq
z+{oe*Oo{R4duPt^j^0L0k|sxpf<IG@y#Bt@ppUzMFAU>vfNhSS5E_V)jD53=W5&We
zW4Vdp6=FwhN12J7j;PvlbK3`qWN$f~WX{`pjq`##6Tys+0wyClj^5q#<iw5@9$DNz
zJqNBje}A1toc*B8co~T92$?b1zyR<PM0P2O+IAa8->94k+92wff#d8%06Xj;!6$hl
zIQM3rq4ZQZ#XHWoO4xd##+z|%)3T=$*Q-#Zj)ogkt|73s^d!2r(LG8^N~byZU@|+0
zOb3|xhk*IwuZuS^FP6%4Z?E}%MP*p&a@BljR<xA;Abh*dg*w4V03Zc8(g_L-^%)f;
zQ1bUvrDoq<QKGJ^lA0T{!mh&V%>4~qN>cqQNk3BRR1%2=whTuY)im-G*82>lNK(?J
zIqLra2m~QWrcFbQtzAGQINM+=s4YMRN0==1rA2NP$PP9Vlqb_2LQwEp)zqYf#Ie!}
zmA^;T^~5~~?FYBR+&x3xoOyuMaA0%LM;$l$fPm+(zu+O8s`sLG9fhx(tf4PklnR@=
zTiiu;y~G?P&zPrDy(Ft-{K{ETndu;cZ8-#jHi+yXp5t-uGrt#}p4YdHF5Oi%pfai|
zrKw7#uj;EpdeW5t026AaKv3w3ZKi^~MFoWdn7A9%nlDjxi_NimKI*ioKaJ_6Ei_B(
z!v1pF-&3BNi7Ie39d+0tPNy=#N1)(*jpythp6ueEXgYw7JVPP>07qdCqwo<PnCKOZ
zki*L@!a7pvQc&ZoLoBSPs1ROxO|l{&lHdS?o~ec!N22SBsbMZQ<82CG->LVKuClk<
zakd<!EV87fE_Ky5;>)d;TXg|tyVARtw`5VO=VGd&)i$(}O+}r;?Nce={NjN_<{MZ}
zR@+{>kOaBX42uYbC2C5NQlLsyf(l3}BoIL&2qFl8LBWXP1Oz(NfPjv}un2A&bQ1Lq
z@#na8>*Ny)`Bas9W})C)9R*2kf|pG7N)oD|;u3HnZLMQ4f<#7Yfcaw8Eh{clpruX(
zIQXhxQkCmewN~v_GMq|OmO>b1ihhJ4N@%(k;^gKJd_fXP!SS5$w$f$}#S%xD0%CA`
z6M}!3FgM<Kik}Sa?BBy}x?=z%oDahtYu!$*K%}UIEyCe#IB%^&3X+6?gsZ3N`cfc$
zBM=9ih#(MT1MWNd$9V3042~d>aWNj`?gl~bCNe<~GuZH^H}{i~CMIM|cKm^ejujZ+
ze_&uhJi`Iuow3sc=YXj4c9`}MMh@q`C%2z|4Da~^-v_oau=j#7970I%f-$+wVq#C+
zNd8d>laARZe%|qqw2{0JaClUJj^Dfh17OJG0zCsG&^{mm6p0|<Y=24E;QNWj{@gHQ
z??0v|zVn@jZTB2Ov>4tAJB;Lkp8nXF^T8uMrxURUJB)3e@^QHsR0cNNt^<7e2amTS
z=e9A9wX<IbX4C%wjE^jT8~H;(D|H7~&U#-j^Iy>&LHKW9tu1waBq=>Eul-%o(mLRA
z)qjq!!H2_kv-z)){6N)dF=OiVK4aJZmstIOl9TGewwmu#(J&e7>H#?%4*O&IOpW%$
z#F+7zJ1(h?`3G`f3;<$Jj@#t;6`jqeKCxbQ<=x+Evh{zv{{Y3sWzQ?V!6dYX&U<1#
zpR{wkI={u&{22;6{wQ^Rl=@G9209n1+AZo6N#Efg)?fI}tnXk}9Bw;aI@;bRxZez)
zcJ?0fXZ|x|hbtU1K@MQX4sd&%{{Xm-<aXR=uo8(FoNi2hk_ef{X~2^wv;^i4yzl(S
zX#0Xw9{d2u+qT<#Z{K*6iQE~pE0k~m8TMz(A+QK|2cA4fVb7cDBf*SjWSGH>h(FJL
z@xv#~Zw51-)3L;EGGh_MJzh5a$;4-P#z;5@C&wEx{{V^K#EG>2H~vg(MZ8i9&cEpf
zk@>Mr=?DEmZ2pk`CR7^Fq$xdVk<r)m@r{s~h=}BOtgLKjYB7l0ydO1X+73<*G9lVk
zOPXSH3B*+RguG<P2M}jzwrpG4^cfFRtm~%h7?hG;P%WE&T6kknUz^BT{{VHfbXI9C
z+1zrKbIT%virfMsnX#{^y;mfmH48<1D09>-To5YTTGG$UfK=!2(h$iANJFRtp&cP5
zDI?IEHDbgHi$QVHBR2{rS`9$|0FhW!Ul_~qg$yX9l~D}AnV5{n@ebJ&+)R7!W+rK=
zD(d=^OG{ByS_N(jb{u@R*^}0^w1xDbbjebn7{P;#m1^Ap1TYxJ{$Y^Z1K;K#I|gx_
zRO^<C(1Ptc6JEkp5M7~At4LCt4yY*&k6FHypRBmsX-efJll1XRp2V5Vf-~+9fN*d|
z0ndwt7Av&_%`U0>TRVzjRaDQ_Tv%a6KA%u6e7lan>Mbe&0D+bCsD&&8S7za+zFi2v
zE~5ES&<Y*5(TX=|N?CQJw(Vo?QaxDO91J+xRMAU;PAO_>O(nOK=s6M2<G63-&@qmq
zo&0^hY<bub>;!qh$;@x|pF2j=PgFXFY1(o3oG{x=wzpkU%#f6!Axb3o2?UTPBa5-8
zbl75#@YWd@ChC{#D^a-WsUKjW#iQt@^yre5DJgDh2ren?p&puDT&;E6Qqt41%G53N
zPN}!)O}3tnnwTsnrL|Ml+nY?RAqp!dp>C~3$6qcu<Ev7E&^8ZdcFr(4zz*UY?~TLd
zUETN`w9!+1IOx{WEp*obQ>ztzTlF^jcacyvHS(nitS&knQrNV7pQ_TjoM0eRINDxG
zWOBFS_LE9G@d?cui)G%DowQckkj)jkg;i9QRh0G%T_tn0wQRW6Flwf)mughwjkVPK
zt|bV0klkDQru}7IQ;s=RQ&CdmiYi-=zT>NPN<B(a*0rfhQCHMduA)_vRmX?l&N2Zb
zVUi;!8HgS50Ie;pIxV|++&6c8tnl;V{7k^jc|>Xt<Pv@*1^ZIG;-F-K6mo(_1pff%
z00@+NuT^~~71Z4k(>)j)A(SE-a$9t%TqsL})#bfjw%uEVIitoUpfWq;-I?>jBljtp
zzyOM75|L8ZRa0VP)fD#ny3*q)4LfnGOC^ed1#0<v6r-)OWB|I5qLKjUDe6Ay)fYB8
z(?FYju@16Xbr$<&8%lK~HiZ`-b*E}vQS`wQ`jUkg7Sd9uo-4MdXF2xIU^|`s{#fB2
z{{VbMk_1M^L~aK06OH(?{y6!5zpd+)a2V<zi~2AjoMblJaO<9xIQ?Z+Sx3!PR8$th
zN(;}r_okA1l$3glS3oD~AutIO3X#OQj8Cu!J9&dYrrA4?c$>7^>#vtvZI;@}skq(l
z6n44_bjefow+e=-DH#A{sn^{?5)urR2uh|n>b9HxlpM#p=$Z{-eAfd`Iaz3G?)|Lk
zN-L76Dcoed5mNhl-j<-0Gt#$K-ML{2>Ln^l3FB3{uWMG$D?zy?P>b!yF&Ys>+^(wT
zE;zUmXoH2g3L*ey3_u_lK%#7j1zNgkqI#dJ>PV-jR=U&S5(xJ7%_j*A(FGh2@pj<)
zeo8T#&es4FB*_;FJ5e$nLLg+yV;7UMaoP`mb0CSF?*@EzKr%v7Mm@2%JCT8t->7!j
z9C2{#4LMPxwRWk}HE$-SuS;q>-khqaX|*=pMMaY3QEYkU+ftOIA=fEZv^G?wARd(x
zbH%h{$B}`*cmPC5ov<T52F!}7xJ4z=I2|REBB>m?!P8Knau_lII59*7G5|Oozz3yj
z^^>UQuA|<fcF!2OaLwCu33!om)loshClZ*&5lvDYf+aRS&I%$J&!<)hBl4eryi6H5
z!N*QGU0uD5dCm^~gvrRskPh5JGvaawZu=7?PWkPheiY!3d`SjG=X@E!nUUU1PuO_-
zNA(4HLvEhI#{D+wxP}A6+#$V24}8o-p8Mw*kVfDWG6@@T^(V=`NpeodskF){d2^ts
zsaj?Aek9(Uvr^R51lemn7wWD^rf#Y7;{7*e`iDB7C|~+Sp+n`U6P(WRnGv{%2Qnb;
zXFc<gM>x5*iWcpO=9e*rwUl%<ZyMiI3MQLM3u!}ig6J4R14T_GDQqMll#isrt2IKw
zm%kfEHH^3o2Ae>UBd`E+C3IKGwIXH`H(4M#+j14)Ducoxxqu8^_`1i@bJ7aV&}A>B
z?u|b6)!oY41vn?jnk_eW^6@?LX9_o3L8FBb?Z%U6sg-CcDpey;;wk?C1}Xgwb6)eN
z^!}K(-Y#pfp^J8)(v?)Jxt2vUR^(r8;_U4iZAnsHXHPEZyL#G|kyI&^u%?32tXIzd
zee!YMPjfPw)y+Kvbi7yST~|S6w%WCAisN*C^I2uArnRP;f{wZBu=*?9r*#L>N}5^{
zpi|Q$=jx`is<G!PYU*FAebdzA^$#uAlvGUhxV0&2-VCV!01=!>;#`q2<^dSa`QCQ?
z&(rzo(SDEY8H{SLE=R7Gj(!hHC^AX1X8=*UpxjEUmqsZ-?ZkP7F+{?t#7F~-U-xhP
zBzF|qE{2d=TLliv=C@4%uWz4sDCN0@ypuynl}3?}<T}PiNTuw{B%u=qh!7V!c*NIR
zI>PoF6!ovQdZm>UOM7WICd!J6!S!B0G!&JUDJc~R0ZJ+Wk|Hrtr7jJj4^mgy>krVX
zs%KGOK;(pV)KpR}rm7lHA;ktL)EhlXLQ={^rqVbY$CI6;!0kV7+suwSL(9L}=UuNf
z4wTl<^HQG5_N>#EjY&;t8ZFz3DQWLi4BTlMdgJ{mx0Nh0QrBABpy>)Y3P{bzaov{v
zq}{u#f<&?CI#^q`IJS7?R8*uBi9n3oxKN-{21Mo|NL_$T0w4p!nqi|_ldRHGQ5tJ)
z9_5gSVo50^iz^EjR?QSxt;ng@osx`fp_N#`LL!RFI6ef$NJvu%Xj7V6q3^26aJS!?
z^wjtHo2q81ra(ths%Yxc(&^XKzLd0;IOClzDWJ4A;*o9CQ`FKprmE?mrg#8LRSd1C
zKqm?)btq5<3=W)-LFxeUl&svK)mQ#;)$(4!Q9|~qq}5uJOS4&6>(n#~s?x4qK6<ss
zT57JMo}DaN>Z$-sZ#saKqy?@?*luO~G4s!odMdYCYP-iTbyl0VJw)Agy}H|-?xiZN
zt7e&x+}?EMq4!XiTu5~^)yn8#tx7_gLW(||T~_Ny(Xp;&*`WSmChJDDQ9&xt5_WM-
zvC<%yI9)=RiSY?|&QT}^KtjJ5-5=EXi+<_4qU@=;3wFwPB+BcUYJpW_2<{mK-O9Ik
zu~ZU)*fvo&4!IzpB8r4m#sth!9U++UIPE`po#YtoI-*F7DU%`(n2r9!$nO}9<c=@p
zzojo}aKB`GPFAg;;||f>0xi{!m8AswHztb|%%v_N#U+>14Yaj2>pHZu<P;hmH%DGg
zvhdw|X+qS}Y3X`u&!$^#$K9lQt(BsMhaO=sRa365(uWG!rl=;J6&nDE2I3$A<|Ban
z>bW2Z#7a^a!;IjC5jHRx5CG1>*TY~AyW?j*19VQ0*L>!?+cl+z&#5icIs)@{q_y8@
zDeiO&xifszG;KP%I;1;J>y1)ZR;eDNYmco!7{<-~esY(W8cUU$Yfxz238gf(-8$}q
z-&s+nbnULlr>ylh9YEv4tXiolTXlq2)7ugh@_v_{Ww4~F#D#M5(|y&vytp}8WqR|a
zuPSBAf5a*3D($xfB!xENqpPJfl?Z7?z~YdXTw%pF!Er9737M@~%|2vnrYY&Qmbld#
zmYSKxyG>1ZyjIuKGV0Q%%GqJ(mdk7O)VBJPgpk^cLK0(&#!ktbeW($aViyXH;+ZDg
zt3!dEVQxxm5kdh-sapwG6#&N*kVFJBAYlN<SK4~_V8D7d-Fi0v08Jao-ZRc*Rb_k`
zIF2Sj@yi9<s&$oSteI6{Mye)>5L~1XFaQ}MiTJF~m#9c{ts#<x1(dv`Fts3(KX%)$
zA#V~v`dUhqAeezXcf;Uo`aa*orjc%iRLiYqr%;Q_jUlGrdZq0_a;he)CB(Mf8}!ul
z%5b<A!!4<8)4E-yV}RjD`=k4gPjNB)_9un6aR6+5cGzw)l+S#Oag@{>E7!P0VY|@r
zJed?9gMzi~fN@0^DDsYnYH7q%1CcNoRuC!3Q4$+$YMzZ+@IH?B`|IQ_G;bc;ZAe>Y
zj8b2?jFDfziGD8-elb%(MH4hp5fTF~B@$gy0_gyp540Z`F4__C8O+w~t<kwiE>=ah
z^*Y&grrtVg%DTo|O(S&FOG+yg`*j|rBHZ<m=yk`O>vi2|RZGPyN2;W@;X{gPxNU_f
z00NZC0$Pv&g#-c$iBKfZ60_UfNF<Xd2O@V8Bf#2t=^rlt0B4ncy3iU^TGVq^p33&C
z)0T}zO=wPxa^l@JHRgefjVljaKcyD(rHXoni;Hf80*L@9ar--*xAgV~4W+{`$VIzG
zaSh#_qqR=)W-QZ4$_fn9cA{KmOPFpU6w~4Yil!V0_#yQBQhg>h7XJX4(_1gRU&zc&
z-jXn=%|f$A6_oVbhiSGfgzMO5?+SvhfvP;9BZmN(tPMzBGLxI(Q6xws-($GW*qEGc
z;A80&{6z8(@DpGDRk?C#&A+ek&*^=K@gGa&i4<RjeCe+bbpGqm`EI_ir=nyZovmZ1
zAJN*oROt%GkyBNrbsg_cRMa+wHrw?!JDpXr=bLP)N<tlSnQKZ^rIe*f1xg}Kx4Fhi
z?b~@Ed7a?)lbyyY_|y2kM@9{I5^mX}91dJIJ2EC<a*UB#oJ7E}azWv0n519~ln#C(
zh=>4g9*^FVS8t;G%|VZiwP9wST*r!!l|pT2X&x=@uB6%oDq_h%Dy0=>9g*5cF^Zs|
zk1bMxO~vR)$upTVIXUcSAa;{E#L3|MlLL7Jv7MvDcq6t+jH$`aPHNtHYR5EgjB?RW
za;LP_Ug|1ub#*jW_9!UoDCpmD*J&uOH3en+g)3-7bgrnC&HyKjgU;`TPGxcu$86Mk
zzQ0M_tv74BEQ~*<ZZ}%hwO-{NU3*BWZs}yRxP-2nf~84X1BvTzrBNbw)$V8p(+EH~
zm1va9l9b3t9ZWe?rzwn165|;;NO33$fJ_A(0M#`grFx4iWXNhfb)Pow#)?r?q^@)u
zaYi&%1E7+?s=QoSMD7tHrzs4YW>5g;0nRsP_J4A>mU_#T+Oqqr^gfW)m!>&^U1@3U
zNvEw>*C{QmY27ndPSXgwQq?7v+^V=&E?Y_p)RhxGJZm?{o{Q2N7o7I1UW>5VwAH$|
zm-cJ5ZLY~fO>Lk>(d+J~qjl6#(jm4Qaq2o6C99#dr9dT7o;6cVa|d2%#@=T~>up=5
z8mVwQQr?=>mzxuHE(8X{l?b&~(;?>rX-Wf&3s^u2oIvR}BR&!|$HXrzbniAfqs$Ix
z-8CMhRq3R<jYV#(Qxw)~{m#bFa<fobZ?_kVj$2%Rpw%G=^?F)J0ZKJYyHi*fd+k8D
zu4hNL<lHG9)*S?%I67`!wiOXbQRa(srimFYsZLS`I6ywhje~Y2mn@&8hKk$%jhbbp
zFz9McrySnqmc5_5gN#MQTr{y8y><@;kz~&0`tz~PRYgVA&k>9~#FP9NE2r}iJ7e;}
z{WApYa}5h9QdW|rDJ3gP(n?AcoTP%1l9(`3MCW5XW&VHi+Jlrl-PSz2wAWSKt=f6}
zPsvtXJp)|x7i$Ho_TS9>vo!1%5Sy2xr8dJzP;aZDB}F`9yKS=Ld9J3mS?%@LYn^I~
zG?x2iBlY#wPJpF)bkvlMy8T0)2vO*13Rg-LN^nOPBN+ygG0f##DV9%}H<3YAKLwVK
zP$QI-P!EAm@Fyvb2FDKIY+!4Kr|p@GYUi4>q}qvY2np#cYDJS{1G5CgREn{08#g<C
zBDurV6iG2dh^vnXr=Bp*&U_l&sFCp}%az|v4NWCQMfIh*cuFd1(^35yy}LvdYRPDq
z>r&M+eNLj4zw59Xu5Om1pXesHPw1UhL2|e1t2LhF!s$~}LqlChO<zcT3d%yHH%nY9
z4MRXJw5^2&w(=ZGUwxMP)aT3{{{WVJ$<lNp=c;*ot~AxRt+We`{{TtftkflLs3o)t
zyN$k;g11))LVEg?aFC*S=wBzk2lds*LupNWr}_7H&~>`APFb}jJ-)+ay0YahJ?e#v
zoih*JZTia4@`_rhZB8w^9+F4!%10dk0IW9szbx)9=y!b~0+}0<C6FZ??o}n7H(kra
z9FF3aQD(*hI0C30oW&>*gT_-HzoXuS`irSHlpWio5WbJ{I)deSVZG;6cXGnn&zVEM
zX$=fU%S2ubn=zF|RiaKUgk+Lb=5*kIf~g@_*T=^w`DvzkVW#i8H%Mr$BYal2W|i0M
zc56<Xa=O%Pcj}6|XU!EgB`eGIsi@y<KHw^G0-cq)Sy4|;{{SKsl^`UoDnL>~k<<w4
zLH-pEp^&IBq4b~mSe`OxHE;aIR;kolFJ0^1SFIh<x|;c5E@}-!d%V;9<&xu7X@07e
zi?w}drw=Nb!k&}r2G!7|nJ0{5mt8_!OKz<Rbs-L+3n&gC9<G(8BqhXmg#sra4lRv8
zf_raU4CCKRjM}DAS7d%7xr%n~%vDiLg5<_qfCxDbF$@XE1t?$xj=dzc1`|_tUUKAs
zvdLhxA`GFNTfkWIsFZ|4V#)gM0xc9+gN0Wih+#yg$x$GgMGhu7qu*nKH_S-R@G~-d
zV-O>POq~6}IhdaDj?>;J$>Z2Q*=cEVnUyWaSzpW~I?Ju0q^v2HP}72pA>vY8Q<RRn
z6oi)6fL#t{{y}om)y@uU=^kHPE*BeZ7NDxR{QX4|X_Hk=MQ*iM-JM-6L(NsTx76JU
zK@QM#Bo!_W$=aX3ZyLqyi?azDuxjD!lavJJD|X2lWsXt?<`Sku2o$|>w&PU&xdS70
zTo87=GD*0XxTYf@qR~-8BAW6t&k$h6BPem;NT+h)A{j#n6o5QKun1Roz8#fe{{SF-
zsx$`PnlsC-Bra-4%LaaVRth0@6{H@YSLeQHR0rW@U17;2@pS8cdh$BYU8v1ZGV~1{
zBUN{T&6=ZCSlhW8G*ncjsx;b-daKs5%0p;vEI3>R1qH;ZDmsIx{{Uq@n&G5wH*Q?&
zZC2Idowf}!wUye&?U_cPkQY*$MwX+kWrYUT(qU!5r6pl2LQM0!oxcmZtKssp#>X;s
z9-Cc0p=P!FRZf<us=fTcw^TJxQ%d7?H1^k7cqPE1;v1=?VO=d$K8GA>4ssL?g<;<l
zj}~oyK2h7(?;Ir*q(Dc${3(IzfC@Nx<gP@Bj}R=HX_yF898&-g3jWdR52Sab4ujcH
ztsnY6KqVDw+i@^*H)A{4ZfkWl6G@ayQF78M8ZB6(s^p1qvvT3Wd`^mrZj50uhgiC@
zOp}~s?=$`V<nAU19`y9}HE#wfDc-4e3WHS5IQyhbDEe)MDglWhCL{uK2Nwt8dS;C)
zO$CYS=aS=Y)7M^V$tekyIK%eZaH=QTbzey(#JHBvN)(rXd_z~PZ`DjDl{IbK=-Xdg
z6t>D*dwX=}p$!nq=~_idN}ESYf}dAhtSp|jPh<c9V}BqHoAlfC`Sl-%@edim?j1Ua
zbqr$wIri<>u11D*y=omoE|qrMD{i!kggbGqY!?|)zNIqFKg>Mqi3$qziUW$2k%CC~
zZ8|!G)b*Xa-=1z1*UKRmt9#){Sm}9BrP}uWH##J?f?RDSNm>eu6KIvGN>bKJl(iKo
zsYOLfCRCzN)JlmmR7#AQ!5no9`m^r;0E8OD&ALy<1t5IdhKP7l{MV)Ge5tvAO3ScT
zeJ@||&?I%1hw$;N+;^3?Y4$HzWXm1iCs>U5n>=&QGk#A$J&n7LQBv&)@f~4Izl013
z;A+>>{SVbWXBqzh;L_Dv=k;MG3r=!nV52(`B>QJz3{6T$3#DCmYv4^5W^%vrbLB7r
zFBa!~5#B5gd^%|XWw%(VoK0@4U1D9Lw^iOK6um`rXi`^KxX5~~zm;u;(^OS7Dg_hF
zFt-+lkh95ejT?m}cf@}&Q*M2St<;a$m}BKug;OS_%`s)EyA*m-(Q#LI>%Cr*e|asK
zOKD1VW2$CI*x*m!Be4T-)R=--Q2=H><dM7xAKnIV2pK1hZrans+xLw9*lERI7HlK{
zk%nj}k(X|eLH2u3Y*ZW>0-`O*Zp?{{Lzu=Kh?H$TQ}mZdQglB}^l>dcWp6ED8rw6A
zu?fD~;(OKWZS}vvF}=pb(a6Xh=t#Iny(AJ%cIc*(d?hJ~9QQi{4EOA3*yjRFoJ<Mh
zW<Cy$qyGRI9$AanrTjnVbq80@`evBbogt_Vv#-|u&?e{dewS8D-k(p`)5a3hIs;y7
zHtHSG+9OwL#;IHlRJo?K-RAn$JG}wG)k5u*RcU3;l9hBgQlgc006|X_o93R>8eZV#
zuTxm>8hYr4(CY2C%Vlk%;D+2%y*Cv{Ud261P^BS33sXTVC{PL{akxvQ)@nXt-z17C
zI)51TiTO&TtEPo`)b0C6W-6pmMJ{M4P%x*&I1Vy^fvS<R-b`4RC6lQuTQB4yExWSb
zxSMvy&YHwcDFrUpSGzmR?N@9CcxFdzsmNCbOr}uWl{f^0-M@~dS-<ga)_*oAg~R5w
zpWtDBkIa0>^tQ-f`A(>IKMncsP_qNl>+1S2I316?Zet*Sc<J*Iu*PBluLMMhIoq%>
z50FHG?}&y><2W8h<iXE=)7vHtaj)s+mFgTC@WUu+Zgi6JJ*4eHkSES;%>hJ+cBgnL
zMXxYT&ihAH-()(CmFX|9Kj9I7u)cj#O3Umvv~{)JiA#jwxCRnZ@*TZ*;}Z?Us-5rI
zN|$5&5-kx9YJeaGh(_7^vLav%P9`Ta8OCBU$D?mN%ZYV|TxHY{rrl|4ZNw9fq^%t)
zNy*AcJ&cTTvOJOaROVMdEO$*sqwBPlw$*C8xn!uQ)VCY05}mj=MMqxabj{l=mxZYf
z)7Mg!IO1C!P85Q2Mn2~sC$(=QwPSiSSvzQc=KZ3Q_fGwis-m*rQE#oPt)peu-m9Xw
z)CGs_^-Z{kDO)Kml4l2u`WGw%sfFMWm1eBVQkd(<5lp#A69O3GV&fShPD2;~L`nt$
z5Dn_OkkYM2in3$%9!AibYhy~PiZRzR?Ra9{D7uQIk11X;Faqi~ScshDDry}w0S-Pk
zRVJjbr!6L-G<Q~5Qrtx~-jNl|`imVaT8n@@q7oqiPZXp`3BZp2ax>xsknM73mb7=?
zV`ys)&eNi7G#5%bjb&q@x>HqATB+&2PNvm#tfzTZ6sl-5RJIvyHBPo(X_k`cNcrIk
z+6;C(W4RkgbBz6tIPB;3ZSte=aG&XyFva`i{{Yhb_L}@N=ffu-By`Wr{J*aQq+GpE
zOvrnyCa%_k+AbMe?5??42%uHtw+xhzVppQCXHB|pfnYIknFtP$5IJyh69^Qh4j`_z
z^b$U_#?NXr=8xJI-Q0F?aM9E4t~-HP5;gA^QVya_$mpDgbm4PENEFDZQy>K)Org>^
zqH5+RHjRT(b5od?eLH`(J#W10JzIFDbgBAk7isG+b=6F}K~n1hw<)U-u>BKCD0!A1
zWrq~=tvd0_e+PC0{{W0vEb8x+j2l0#s49JGl~X-Nx`pXW`fW)nD{-|xyPu%#J0ur>
za^+7#S*Cf$bubwA_m2ZJCIEtRWBfRor>m-?c`wn`KT7%m33{35Dc%5r2uqD9C<OzU
zBdB6G99mD|i1OZdZ>Her5!^F~a=Ze9iy}pt8IU*v0h0r$LYNc);vfl%A84V9<V$w=
zRu5BP^(A=5(ksN@G1t1Vrchfme7gzcCruh<MHePTtA!ElrZA$ph=GJer#98zzmB10
z9}XJXy0p-nn{`@G@N_xo3dBA&ZIIM_s#OmU{FE!y;ABByI8-_Uj~b`@GrtEnj%}L1
zlNW!K(LaUy-ioTeTh`S^<|#c%Z~*7wse93!2D-#S<D4qiSGt0w+?-<Wvq<F%7jt1R
zIL$kSN^~~sMW=d~GP2^8*9i*>Pf+4fRXTR33b$8V7KT!Us*0#rq38O5Q_izmrc{)K
zf>P5p1F331T0jw8M(ICb)A^eiZWR^pcjbNFp&!B7xK)c&l15#;+-aY?aDU@u&uLR{
zv-bLm=k&-e#px$v`a+jY8#N0m+)~~PL~c-AB|%n~Q*Pe0=v&D09V6>NnF9nfj$d`Q
z0TJW;4@y62iL?GM%1@N}PsRlvw)|Jn^nPU1dfHT5esj~6k?Q^=81-Pmcc1|za`Obt
z4Ef)@82A4GcaAEHw^J|HRTbWjp|%)p)qK!)f#tZV>S2bT3T?*_V3X?vs1Bk)gU6Lc
zn(0WDsrnj_+8axYd9-}P4L0I>kf$GG)M*__m2|0TAY_5R8{M65dZlf~Tfp?vBOF&H
z?T0`cioK=dhhiL#a{RKV+BrloIOD*XM?DH0^{yJB{4;8m*{OZPjj%U5u}XIu54+5)
zd$I~H6L-SOGqot|yL)2Fb{6?v!hyg5^gs*0Ka6Ptcb$gA>GBNjGn4ws$;t$KV-qJL
zPrq<`oPtI`jv{H7o+T_a>&r?M>X6%NSxOQ7OHxtPLR$h<uiyhF01;FCBr;;-TT4I^
zvW2zkeAQw{rW^_sw1v)&qEe7wb&Q;yqh|U0d_Gz5_k1_1pI{Fh`vY<41CK4X$PPa0
zq=H6F3D}6+G6Vy$^CPzt6!g_qk0pvqdWx5nKua{OIQyz3gpQOnl`T?80uwz-NEsuI
z(B#L#rnBbWleBBwReqYJ)0bDr%dY!zxVLhs7OR~_4dFDl%YCY%lm$IV{UtH1xq51G
zwW-9V3QErRYJb_gplxhaSZj5jyQ9C+QgkgA>di4vVsfIYjk=~%?FBBDr&U8BI>=Jh
zR+@)X)~bhA@|NoBY28|}ZTG_(_FtO$HJ5JX22Is;c51gd5?ro$0181#LlrZDMCK{L
zN+rk*bq=5U9BcNY!y#}%*~DWK{w1u;Gs*cTaRr@@c#><ja}b*98AmCqim0kZR4OR)
z*KTfTm0}6FqxeZ-WL#@$s5%@7TO~@WtV)AH)TuPozMuet5>)GqfJ%~Jh%v6F$xH~N
zqN%t#76_@jIEGnJN|OOL$~7yer~+IL+^U-)X-7#7DR0n;gMdK%u`>tx$8($=xF`Af
z?;FNuGJ1@S%*H0l`~AOOb<5xbzC?Zd2bSA!&;vNz+nTC9cCLN0(0kCQ{pk5xR3es~
zA=MQv3TmA#rNKA>;^MkNl@duk_T+~@IW<kmzFE`VxvQXUS8HB^(v%mgb>moA=q}7%
zs4SE;w=`7H*H<%Ks)g3F`;I6y;@wip<z+;lpI)r_jfUidpM0L=0%sn;k^#@W&SdtO
z_MX!Rd>%9#_Q7R;GGNW?=WGhW(cGq^VkDuCDkaJ?XDXl|AR+dOa2%9F0s;adT@~o%
z=@~!h<vVdr!CSF639dMVBAhmsUE6XX4V{(ROQfSS6vjUv5e`Ful*Bg1DT}s4=GE5Q
zeCDq+FIHz+sI*<VgRHKWm)KA&ziqG7cPhFUSyFJOouzrTv_=X@#$$^DL}SVK?oJ~+
ze<Qiuk2x}T@Ii?&8Sj%A8QhHU$C*1!L7WpNc0ZI%k%^8sR*lHft5&2j%to!zZbO^#
zj6_o+WfS-bj0FKOfMYr7R4mMzvoi9N3z0OJm6CfVsz`x>6xDv|M@lA<Od=&nhg8K+
zB5o3Z0R64%B7VRO3=l@-W;^0%VE~UTDMKKTdW0)-k`DV!&v`kF&Uk>6xF<em$?lmk
zzBb(B94s8j$ngROFn>^-AAIfT4E=k9_K%0kvEiKiJV0_d8~}%39==}P>S1p!WzMAq
zsnVXctR-%JAHovifpIYbBqeE-!c{4R@fw|BePq)V653MGVdbF-Sdgb24+@7I>KQ0)
z#=s^}K!L=h<2fIG(j<GH`~LulED_#k*n#ddiHtx1#Ct$^<Mi%61MS<VUBl&w0PyMa
z$Pd}}?j1Ab=g@238zl5Q03fbiK}k~o0QVXLW$2k5Dp^8IkU~Tg8fl+jKtc<uS`_F*
zD@8+zLO+PO+bUa(^yjELl&B{p072t<KdZ-{;?MZ8x^nO=(tP2x{x^O6P>)19DWm!=
z_;{%T5D;s_exZ+3rWABX{!k=ugN($2Pp~tQu*8^-FmTr_1;j49l2xRbvNB|K*%TEy
z0;s9V<Jd3?3QBO8GE;(Pz=#xaU|(8OsJdm{1Akf5c9_p3<!E7;ZP~^8Y`Z8sG8j3s
zX1%qiXh{4jCE60^5WHom#wWoY_wNMH-ZS7xI|6%17!wEWyvfes&wkiEG`h6(eR3NL
z=t97Cv~_<N4Y(AN5Ai6(NCadg@#*U{rkibat%W7WTymkO9z{c`aVZF8L2fxn+f1nn
zS_@Q&aQcf5IItQGX38CN<{8_4fHC4dK0EJK_-8wYcj`Suratd1@8gZ@bbbSMu8z>0
z=DS?ArTWjNt=0Mh_i3ZLUn}XYlnq?ozUhj_nq6gEjnlH@v~)GdNn42u0ZEY{9hmt4
z0OqGG^`9%WrH4psjU%fsOzY|!v#e>oL2JIQj@eJAH7zAW)ec)Ks*=lYRo2j?2NsgG
z1f&IYnB<f;qlKvoQ-CBW1tBevM_Qdo>Qd7%pq4~{N=(8Bx5})c#~E^+^fc>C1tH`i
z*B0+lL1vNVGg|UKg(Yqxo1qFQORGwpKwWnurz|9|c>Cc=2dTS{BXX6A2#B^+Tc)C9
z5jlgJQkbfb831<@^$sIfPFo(6*B!Cw{{V7&Kex7_9Yb8JNUF5^g`NbXV#&E;<#Hz6
zhX#unhiC*vRWM={_!68`AcuiIH-In(!@dL<1W3frGdwx``y6e&?g@j5&w_9yr6p~s
zp=nYUB2wV#P?<16`m-|xOnt`?PTo%NV`(v*>@y#7Oz~p=p$?<hr-wivFK+%d%$<C^
zH_u$-J9rOFdul(hCU?Y7Wlqp>j`QGdU<~;av`z%>BLGN)-!T$2+pjp5SZ!}Q;<`}N
zXj<G^+;k-asYJx!PB0^j){jA6R@ke%u9HpMl_gb|r;$qL-CZqFscEWPuu>Az+i$3l
z5=y#&V{eyUyJN21ezG0`z;)^v>O1&#>z<z8fH@BfD+lx3#=r@U@HQaK$s~!us#|RL
zYs<csuH98ypkZd6m94h+k6GvqFp^9aI<zE60D@CDXsXb56s;80mAbm%f<UXS3bxtO
ztS7CSR5-VvOoc0^p$ct8q@{6`Q!aYu{c&M*Oup5w+GnQSW@Wkxbfl<#B(jve=qU*b
z4m`AdKfnny8wX!4x_dVsfF2%w0|C8!=h=>!5x`@nM;H#9bsS_i@~Xe|LeFJa{%kc1
z6s~|(_&t_u?qtjs-gGpoS~Y-`o~M0A$q9!7h))nVtgUupf1;Xpj)~DJP1fw<?w2W<
z4zz`o(owmDj)udnkdmlTQ7Ok{<o^J=05Rkp@#Oaa8R3u1$Rx%N@i`kE&T?irY#jsT
z*TZ4Yh=${x@B%&*z<A_G<Q+q(d5CT~@BtC3t;+Xzyu0gNE>%^_1eA)GmbRPfzznhv
zqQEkKmYYD5qLC*wz)0J)U|^lQM1i>b3C<!M;1GL}>~lK<zW6>PZUV2@BthOLJ+rZ#
z&Le1?{Dd>%?Ayz5&)@L+91b(kLq5R9HV+P&>EWI6(kc3|dk{MS3`cVZG6*w0_<czj
z`f-iV`^WbVJm<k1fjN^n&UeRXI3z^y<z1kT#ucB?N9m3ueYOw0Fd>g19lC5d+pmrr
zhk$rz!*Iut4_&s~Zo72Oyve>(BVX!Ub>i5?&fLY(LA5raMRKNXY?l<8TJ#}(BiE~P
zprPhoORgoR+$EGHwAjw++A8+ltJ60$S2oj1ed}Gv(6`=cn{6snr7f+`mAE040;M@b
z@o=Z>T`PZ3O;ejk{{Tiltpoo6dSXcb0O)2hkGz@K4DpV_x)hZmMJo`Xq>>6q%2W^1
zK}nOij02uN^WY($)ARkg+of+hrWw@jMexn}cYucC0v@ox>*OQs!0s8yZ(gpp;|@5}
z?X9PqQjoUYLfdf)5(-v@fKoxnN|FeOAZ|SIu<w~ap80_rMgch{H?OmKq^n9;zfvx*
zC;tE`Q@PP}Z7Oks>Xfzq=B-I-r%=mpls1>@UZ{9J>W3bWY2#4Xs<Boxd1N*g<ufT;
zH%d>bmi;&A9RY5B_2jhD=?lW3^{EY|AxT7gx_fr=@csV)yF$(};lGIcfIN2q5ZgO=
zZ-LFZGq8-4ylsKMji&(YB<!+2;GZ4;0P2Y!al%+q6r`yoDnhzcl_aEv1CXFc)6#bY
zVhA8{42((fjAk=Ao#WhRvDr*}I$&|Qi1htA^70Qli>haA88Qdo`-v0d21f**(oFvV
zEbr$Be)%71pOUKql{mtw(NfatDV(Y(rEZ~wEp4gFcVAOYJdo-fXnIOnQ;n^(g0NCN
zx?AW&h4#-<%2vt{>Yi;0Bln+EX=Olz^ra7#6CFXYdbm`G^dBs3w}uC(0EeH5W57D+
z%n(jz^v=M+$OZ(GL=%&k;et*v;C`cgXK2aC_j@{MlAe}DOR9wwy69<vAw(d03HgIP
z9VK7q5>!YS5}|cc=y94_N?=)Sg*JwlP|}K92wSB$2P;$`c}Xs~q$vn#)u>ap%V900
zQH}GA0Qe8Xr$HZPG9!)p(x#=Ut92~WQ@>RD$V+U~vgJdoTZ=<zLQvQ$QCo{cX-E>K
zsR;m*0fe;RLY4HV(^o=}w_8ieAcQCe7NF{)azYdn88|TyuJ@(r`mUA+eIm66%u0kJ
zdUunMV|?`!$AsYf&%bPbeU&@=iQ!Ti9rK;~dGF*S)OXwN+$wc#(<KC&ptny_QifP@
zNgqmjOO8G0boHwrLL49@lM<AuZR&R2r*q{6LR%qK3{^hzsj7%nlo3d1>Y8albf_Y$
z)!d=<7~)T>zVW%qiP%9g6FV3kjz}tfgnpoJ+Y)!5)Cl2BdqZq^@8O-c5De#UJ%9tP
zO$wEv1qefJg1)qrwBM-N3ky%C`AK~}1OOH4m2~|DMo2KfQvF-cRMkH1MN7+5uT(zb
z-hJm(uBRMv*Hl#E)=BDG%9NsITk+wz?fOiSIouA!&c|-YgiM^^{jy{qAYfod=iJ8+
zudl7D001-RzQMjaZN7IA*n0U0c||8N@3a`0&H)=v2YLFZhI1Lr{k`K5d}b%P5Kj<x
zn9Py3dw*p=kin2nB*zIy+~6JH%;zx&U<d;<jp7wMbPl~b0OvTy{XRPnvpLLQjLrz&
zJmPz8fDCs(W5hBx{GfP<#&Tn9p9WxXy1bLv`Hl9T@^{=o$>C0M-v<Pdf=M&D-)ZeR
z;Xn*;f%pfG!X0<t-?-!eJnDAawa(2{n!8<XO$|bRlI1h2M^M4(aWl~B3CV55Eee^1
z9j~@Ey{h&L8s5WAUbg^AzuMVm-+5?~0CC?%EwNM*Nl-$AXaJwxIWTdTa0l8!CPrfd
zGcg-Z=X@e|KK}rJ@4*m2_vw!#i2)Gzc@E+7r~m=L4&Klm`iES24?y;H$OdaBuR>8>
z*<DVHzti6e5>~rSSo}Wl(ges$Zmcy^1ZB_|L6DRMnCi#%v^Cb}l}~V^siS=*K}}S$
z<4cs7Bqd=XNe~2rM#gxSY3G=5Jj1JL=7=eErKz_Npm0*+A!ss85N12a7v;a0R|3c3
z+LD%^RN9rhH#k*uLjbCl;!>y5-~vLNE-atnak(dk-tW=-eEj{?43s>;L^tR@0w5!>
zbm`N5^W#<o;ElG%`@x>5&fd}Y5F(R}<H#72PBA-d0!i3G%#4rt28`5TjWKz8&2m&J
zHjP50A(vGL_jHx*m8Wn566)$5T>U{3LTyXdm%nNCgLbyROwmz7DwERvBJ=&4mKL^U
zK!ebwrP$p8T|<TkuTb+2pS#>U)aN1{Ky#c3Z_vI2pC2I+_tgeSo$=y#GnhN$5_@Fl
zf_ofo222cN%y!s$$Qa@hawmT|&g6rEouYlfo%mCOh#kF-01yd?21G$K0!)z=AOV0K
z{4zNY4jui$?h($zy+#k|;G9Nxj9}z~1~WcTGk{JBC&0vFLGut~PEPzn36t7pazQXL
zF|vrv<c|K;dV3A(s61J>z5@+<&MEMURHdj23kIod1%i^2Itr9}l3?{GsZoFd01*zL
zA{_ua2Z-;sd~!Jry45I{^9RBI01U=Yj@c#w;0GP^JD3CMjiYjBe{Ao?z%0}h@+-9s
zy|TJ*U6k9<_0X-tfAgN8u$GZd;R*-qQj$KQg#tM6W%~s)j4aUCT@&doH7!+CqJgzK
zrORt%(TAQ5fFz+$NG3Xng>b0r*CT)c$N=^B<U@V2(|>?f7@68JF^uGn&~^jZA0%gq
z`b%ZTxlAUKilO09wKU6tvX)$MWk?S>(8y2%2vWfZ1cTBzn>vB^MKGbDwcFQ9wJDmG
zD4TMyf=@_(s;kv5tto-l5ZN$HeQO4nQE;xS2j*(ueH}`1Ex78|(i~VFN<(E{n`S<c
z5|n_Sr6K@N4Zgm<{{XtafV*QK9Or)>zG3CI2Q^+!o)qdqy4`J-@YP9Tu9VdZtAk;`
zsYMjDsd+0?gXm#OsBWE0T2)Z}J0ZuB-ADd8{uo-*bq<YhcdNfD-bFpGk4WlDL?*RV
zKBuO-x|<zk6Kwp<Qz6jpPo}aKwj5;yuYhFc1Owa|o#z;d@8Fo;0pV^8pJ5<lxt+EH
z&fxC?bbHHB;O~<~nq^r8`=ri{*chyWAb!``xy4u)YUhZf*;2;`EWv@nx2}NDzeycH
z^n4}SOBt=U=hrl%Qk69O2^XeBVY|z)D#TbzMgmHcz8(p|Zqk~7VgZxEL@MgKU#MQV
z+-hxhJ9P~`YKcQ{A<FdAElw8{^&qGrs&p+!sVoLo+fBnVw4_Zv{X=`GfV-_~TL>uh
zSbbE?6qKO~{lzMoVpfJ)Le!?^X>GKus39RVQ4(Wte3Q2O4ZY4xoz4gd9mH%s%uL`+
z;2F$)%njV21t=6c6aWJvA~*oRWJhuLj^k7j%w-N`1OQH<gys+^6gZ3^Vc{rnl%bIj
z04NjyFaQ7nQAiojc+NlWB=<YU(Zi5u+>dF2f(|Bj@IaZKJmdgJZHOe|PhkiAP7F**
z+CPSWhHB4<%Dr04TCtrYNu-&wF0QT1BbV1IT)w$=6s<Q*o2{WK^wVglTaGTHJxNGR
z^%0GknT@yOT+7Tl264>6A#&u&EU+dEESq${1l=`OIGtrvOaU~^IWP!-6a+(RvFv-R
zQZAUAD$0sH<<U5IM2n0gwhWBq%$Ycocb8I5nK3|!F=XY+hjQr>0TD0(%wZ@SSR@~5
zn2!cCx%|8T06r$EYwIYK4K+ip0KTA(qPA4xkXtHKE+tJkN)%FhkVpgqV{Mf9nD}U{
z_;an&4Lhru)wFuKtK#V@(PLeS+E*-2T9Z=C)T+B((7v?Y=~RWG@G!8XU=!YH(gR39
z{2b{I!aP!b8~9<P+~8A3%bkyW?l`Qj?Ou(y<88Tkh~wOm*CLW7Y~?2lM*?9QyLRe_
zDa3lK9aR=tM97kfw>J_8z=#M4b#{z;6WuzIbn2CpdtB}GvgXp(_PWxMZzEXU0_bjr
zGBRyUE~741Ob}*^7HwQC@w1r%a7dw&5alsP=1~>a%9JI$jk#?&gr&4q+MI5cWFQD#
zMH7s<Pf(=-pt92F)>Nb|P9IH3bXB3Mm^PZ`Ytl&qo~P2cTn6X=065>MaSo6=NfdQe
zASkX0OKM*fDVff3jk71TXC`(sLG2Q!>Ynp6+CM^lzT8|NUOvx<(EDqNKrzrn1Ux(k
z81o+?0O}PrQ%zGw>e#ENdXe<VahjHv!>J)fCQ#x~;z&>_$ofi3NaMrY3=QD!Co!}g
z$Rm7ju&6P2tZBCC)~2edT3K6kwXG(hluKoh5!d_1(h#W$Y1Y6}QorH}JWK;)s%;5c
zDs5F#61Q3=w%()!lh&qGer=VhW1xh)RDcRpBc)wY_jLQjHuCmo!lNUN!^_*B#p(hf
zk?0<ODzEa#P|#^UWb*q}T{^!E(|Y4dY72*^g*?BJvtOt#HJvRcRO0?xona_IC2IOW
zG6x?)dXM&_@(SI{I{P-BxT{d#+tV&tt&~f&>l=D%UHKo8WYns&N;62n4G`n1O~q;I
zN$4=3k@KYOlCdqV>NT@;rbkLmMY+Yi0avP|gHGdYR-p7WrxYHgZB4fdaVU@l7~*?D
zfdKo7?sp!1o-3Q*ORbyz^h@dUNb$r0ih?ZNB;6Irbx5g*<P6<q3{f$7N0O>0;V_35
zctpJqqh6C2_J_dSa29-Zs_6@n;t~oyosW}v{w_hYL$gKXS=miSH3bMoN`6$ENjAn+
zB*e%VoN1|aYduKzvDP}TR@62adsOOM?xT5)(#yBIrB%tsfhsZ(s-lo2k|s<Lqix8a
zV>3A)mQ0v1K=#LOJjuzBGm!#2#P27x;EWTF7gpIlyi9$LHl6!UCyNOblWvkt(I^ol
z5=|6{8Nm}sph6S`dVxv>0P)+X)du<FnHR4lUaDsgAG&by+Qt9_Ea}q5U3E>u02xtL
z3~|70BepS$^^y09?>({Dp69uYp3otYoMXmjd+*#q-*^NL<`7Km1d?NU+{x}FiO=hk
z$Ixf&@v~XA4<dPWW~8gP&{y1UI>MgyQnWDR>8l!_QB>16Qh=tNb?2>Y(IT0bTuE^%
zWFip?8a|@m1=IKx=MNZpQl3E;CP1!*pe9utJ91|SSQ@+@5(7ae03(wfLVy?tVZJ>Z
zbSS=%m*kz4rQVg6oNcEgbedIIb59w;V`O2N8G;eTm539pph}C8P>%$}MWWm&DkH>S
zpJ^LRc<yi%GDm^+V{X&LB#F#S;6#rmW(V9%%$#SAxBk!%gYW2d+n5~awQ5Rb(>HO`
zjn--UO+4itBK~ro%Vt$-E^XXjVTzU3J}N8IQ%=P=dBV$YsrOqC@>sN#b^4Dm7Kajr
zHrk8oQdQDawwBOUD#AhA=1@tHGJ1wm&bwmoSSGWPM-fd@rkkV;Re;Ri_H-OB%*R<2
z1#v(e5WMus%2WglLF!WKTF0b!K8oJ&Y|EK496*XmK*^?df|T{Nv-hl`r;={j<Kst`
zNQ@R#(XSQ<?2ZOO$pFAppTrR)=e%!|wtmwlGn{rDKVVFgnFf3BypK2|c_4A?*GiV$
z0k__CI?|bSZlR`q1SMtW-lj`#IJG#Uj)xnrXf}i_DYpx$Q(moHDk+QRkfM-OA#ANJ
zAT2?sAT74ud^=FuR1zem?w|^QS4x#TO;vawZ;<(TYydgi;nz733V{^wEhtb&OKvZr
zFE~=m3Q!WH`tFo9)CchuIFgdA`}DJxzqA#-2cR^Ljk$8|7ngLVp0nwuE9iAYl&@5=
zW1tq=cb}qrPd`f7Q#6#ot&6QkSaYo{C#0lvD5$8ZN>NcJR8&>eRIJG-B}ARhW=SMW
zLRF9e19E+*#!vRW=1IqXHOrFHx9-;M+T0P~{RWE*hUD!I+X`x!f|-m5Xu1jr7=wcp
z#uARhjDQGP`dzHrk)slFQyOh?n%t0>Vo2#VhB6vdj#;L$9HyC@O-IPKA=6l(ax9Wb
zs$aBTF(J%DY=<tn-)+)=5smZ0?`N-lik)4nH7(BBK<f_G2DNK<rt2xF!|zeHryCcS
z2V1p`wCYl+LK5I@J8$tJ@z2ZNZ1SH`XdNA<b(ON`e^s3ZruRW%qPNmh+wT_po8bN*
zs4q1YZz(hZ6zhGUwx3celHw{EZD{4h{m=WN40i839PPFi*~Ey*_9K3*<_HtH@wXW1
zD+1b;nuVTp)qdY^rpYMYQ<W1%G~=8Z(=sZM2=hvc#uES--)KI`_=2`;ThcpJ?F$<G
z)3|w79<J&`ndg^4J&J1O`<GWVVlfkowRj+2#-r9KB#@aT@`=mLKodA-qri=`6aN5W
zVr1hZxQIM`B>XswGWik8L249BZ~UI=16%Umf&T!?zk$(yCTe{w{L#34(0kSW_gPS0
zXOEjjC?9!_;UZ*^X9GCQ#wRDLItlwZZ~p)x&TU0$s<`~U70;KKLr+Na<+ds=l-h?(
zxlie~wT9JFDAjN%=}B{-x&(>iPuA;gNy|M~$vZj*w~VBqw<<!ZUKf@KoiP%qK}gAv
z;;B^OQ~(NMi2x16Tf5K`RGaDcwlufh!y_V=rX<$U2^AiZqL6C~k$i)q5bakh#M~^A
z8Y<VC%*GR>sZ}_n2&u2U_`2#F4>`H1XMGDrsh(kKpOCcIQiWU9YG(CRn^>o1NNy=y
zx3@^88g-$%loRXvp~njGGHZ0*dXxBtx}w(Viqz#zp=fcXIO5aO{$Wt0wNFh>f>Y_R
zrM&0}CDOFGr~2pnNll;pl<4lSll*vd4u~=Shv&Zw{*7vHojI4qD60HAcW623{{U!#
z#~DzEU0PddwYcil(uUB2wW#(=Qjnsh9>F6rW60Vx+T=CSXT`~=(9DdIV;*uDQCO-B
zc}Uz`5kXBau(t;v2$Xqa#7;Bt@eN7oO{IzHF1Fp4qj{oFB<*rsXt+s`F;THDMHQ1I
zV(rN3;Y_m-TaYS(ga-r!*9Pcwc|^R}(dOt>Y!|y#(PBM1C!Q9&o5~=_YL2v}B`8=8
zl_~UsRG5^gDBJfNJ=W0SZsTsNqEy05?5!=h2$Si&N22f$M7Fhq3e2R(M06MI>$+<#
z5vKKRXEiBom3ofFY`!;VZ$_@@iZop58m(rL`<T^K9d5LTklWo9KSP~p={+ZnBGeW7
zua}yqROpwk>bZ?CsIPizv8u*}T@_1~OPxiv^`f4)*IheKy+~b4O}c`Rs8Woqt1Ab2
zTUR5=2>3}tK6e&uK1i*eBgw+1L`14NY>G=4m_rawfz>WR2RJcAbnE{BLp4`RVC}1t
z{Iu49g}aCcx85r$2K%;@TA=u)QM6o}=WG=gtEQ+UB;A_$6BmP+naE6WI}gto&e1Uw
zAP_QtJ~~6ozuF&g(3%5E=$H9bO?!JvY0E~Orn`-1<+T-5_G$(#)UVWAzoPZ(LcU&^
zu%L?Y3Z#WWF`(azSS|{6S6dmQb=7qyrogu8P{;)xEj4X@E2UF#7Nsdq2YS{@Tn#0r
z+ww-Arns21-RNqaErp6o#}jU<Q^hJ$si}ooZ53;6D1|-ygg91^*y{CLXZ5)4JAUnM
z-L1hKSp*s`E*p?sJZvefVsIG1c5WM}U@-@T#4(IP+a<^Vhnq|_mr^ulMoM2zu2n6U
z^9)HFB)MYYC5YvkYZbu~G82)qZId!<6bwbuMK#DgMJk|E9HW)AW`Nee6kOZYt?886
zt@rIiS*f-C$ldE|sqK_B_4l^wD-x=zS_;~y19g|0b{Q$8Qrrp(P(&zkUgvkhpE7v~
zW3}onVPB-KcAK@`7CLwI-Nx%!rmharR#&#&OIJH3ooPbpsA^P|w3kO)WhNvOJ@CcN
zs$Yi=X4mT7XQy=qWvb_;E;?oAtyJ``RwZ@UD;?RIigj02P*Bt%KZGSJ>8wXm9V$sM
zc*~y`9~T-IpIREjqjYV9R@+UpR?=!(+RaNzXQWEgM`yiS+oxf>UFz^uwHw0Lr7dkB
zCAbMHA~grkuf})OJVaDdLt~Y@MBKXs2yRITiltOLNtXpkWK2YenK%cCF`hml5W3)C
zJsu}L9`9?;@Vs4@(g8_1hfz@DBH=FFy06)))cx3#12tVYgk9>c6&C~o8;=5zBvK9)
z_*3VFi;%p@uhsgF*>$^GZdyv?rfMndXrgxD(W|=H?rl^w)qQ0JGl)X$;kBgIG@>5r
zOvG`UJ}v$&^fx|qHHSy&>jtd0n{KV7)YX-mmXgm%m8Oo(dbPJtOx3RScqK|Vg*df1
zrpHS_0HSfvk++a!<YTcuBfLqE%wr<*c-z0q=PQ2~^nVHe04Uld-2Pyr<^KQ={*qfh
zbUs}D-=p&0sdTyYdSrz_<1sI0TgpzB`Eb$7(@_mYWC15C5hXhk3kpRP00f3pgvKF9
zppOWNOdu7cSvu#bO|<n-N65*DmKG)FE=Etq)JtXFwF$`vC3bR17{pmNz@ka4p#VU@
zPGLx@U~v$~f<X2?^S;qLk@h*sfM<=i<u}HEHaR<@=rk6awrHD`iqz%B+68JGRpzF;
zpYb~StCdS(>t>;}wzkb>Q|`8xSzkw}K~kU*+3tAR=<nQ-=8dwRik7)=^50o1&rZ`V
zJQZHXowz%0RSHlP3#qF`I+;@m>g(tUS5Z$NHEto+RJPng+FBLTw%tKO(m~2pk^+)J
z+z~zG;x(&E=7rV>i3Fx?w&@`kBHs)hyzc@TLm;Oq(GCq+86^r+u8shP*v1Yq0~n!b
z>qeDdo`jdBw(7;zITvylb+aG_xMAUqZ7Q2WNHpz`>ZECD<Xxhojo3W{is^`*G)^tZ
zVie}Rd5_E+{{S>~t@~bTaYy*(p?;O><lC8Yo`t`Yp{2G{HB7^=RJz+u(os{kl&$xa
zN)KAe$jaXdnww7P4~R}(YAsiCp|n_NDsSkmx!j*_mV$|O`cD0CqNu2;bwRcp7YeFj
z*0Pi#N(D*@AdPVM{KV`e%$eID?StA0o+@;fi=BEB<s}76%qi3|DnlzxD0$U%A+=R3
zC4?=-g4$B!ps8vpPuGqtchJn<K|HsUD6?SdA;d8X*rhLJX0tP~DO;34N>M=*fFw}?
zC~y=oAOl>(0ewuuY9uD6IZ!7qD2viI`f#kWiYgNmOeYYZRPsuc#Z^F%e2|&p%3`Q~
za)u~@hc()-jJ|Smmr{H^>rFkUxrw4RHTv&SrA4mUr}Z_S^;%U)t8AAVr_DXKvZ>Zk
z&AyVXtxly0NIf$ujw}BF2^`qg+`;7joT9L3`vIcRw(EX@sk`2FWn}`LtkagO3k;U+
zv|3{7<v?AkrFCm6s-z6M-3206_s&$*+ch8IPvEaabE8S#bvH3Jb@s@sb@?{7Xf&mD
zp-+}YwTiX5Qfn-iW{at)d{Zms-C1eI9Yf5avWk^%CBvEj01e*(wySq5DeXMV)O8os
zR%<`qiw(v908-%avx>*xdbdt6mZrp6W}QqqC}9P}!EpzcCt)qv_=h@cZY3pkT<op|
zWr~}Ys-&B9D8-@=fP&F>;Gq+2-4OsVn4Hreh;|Z(_2*A-{Z6>=Sg%T*P<d<V4w6r4
zvr9EsQBtiPxsge=!7m{ID<?A>CS+H0D<b%&GC+%fW=7>mpeF@um46gmwbfb=oZ5}8
zK$=RchPSS{>zZ+B`I@FyjYoRA)I7^Y=1}=sDx0Z3nu3dMsR=7t`nbalXzSo*6*cWs
zS?L_gYHrnR(IP-;K?`Y0Ra#V}yoDtumQ)pj2s~_8#W%#GT=Lh5zv${qo}ANc*=^Ja
zw_GSJ^fjM3M)gaot4ghoR=C(D*3{aUbE&9H$Wpy@wu*Mz)W=?R^{wZeapzR2amQR+
zjyR!-TGiC05dcY4zybgO4xF@tOf9HF%^+5?gpX{Sv<grlB%)*j6oOos3Sdm61C$Ir
zC&@s@z!-m%y2>`0^;Z2-#gIIuq`l21<`zjsOtIcIa=$$50>&aoRW%$aw<%L5nUqKq
zIHo~209}is(suO%_3Eznu9XKEwb3q(rr&MCkcCv&f2OB(2}-?MbT;qQo|Gt(rtgki
zbEfagO;>K!`V&uS%1foG!u1;O6xDZkdX$BsZNBlTqjl<MLW0)7Q$Q&#s4Xc%QZU5r
zGqEHOW8d3x6W|{6QnXpF+J@yvX0cmqZr6K*rJ5^kx}Dm}+NXL{vfC8wrA|7agegQM
zeJDzmARzIXc#BsJ9H97!sL5vPrs#`_c?WEC#1;jF!UY7yJ}xm40)cWOARRP#N3zkg
zF;XxKyl*(pL7SL$<M_q$Qb?|u*qxbDDUN3)a#Y0vkft$|;Q%RwKr5~Mv;C?U=Ixi;
zS2wivOU&IBKpB6Rw)DvPLbbZLS=2hEpO-GEHkG$aQW$lxq0r1IJF6cUUlclj;wG;|
zr%hY6H5I>0Gj|XF07{#-GgDag!OMAMG>c`*=%9*r=$6=9)yq?8c(+Q5bU9LLI~mEX
zCUlP_`Dtjl+LLWGS_?>1UQtm<ns$|SRgT)5kIbpWhL-cU7hDediYil%gs7=XO#JY3
zkWizW+|os@ET-0;V(VYS6Hm~Zblc9Qxtb3|H}nQYA#2l0K9G)(0N8W3mlDdIy{6=0
zErnrS!3w>d!V?NSk8)MH(T7m1#i}Gg>LHa1Kv{BtC?Zh-C>VdG-j(Oq4Li_lBHO)n
zS~mNL)T1&|YB|l2&JyL0a~_;s#)Eegq?dfWqD`J8gEdw=2-VCD6HQW>svR;}54}L}
zXVRo{iC}cpDXN83vc8dm(+>o^(u#@d3$1YlBm|~XO5=8oqWeu->uKx5$OR{%>NO!{
zewbn8)*+M^R7g-1?^HF=u&-1tE;fo-KX0}=hQQ3@Z0E;-M+a8;neQM(V;Me45uEtr
zq^tRS0qq}-KUO}o?5*R_{{R6z<<@#<PHPr!x(bTVsBN~}<s}tu?(mzlmaB^`RJ1)h
zJvm)K)l-zt1L-+&9+Riic}=*5r5g#WKWL7l(lxj38FJ+<yZTqB>MJZ4OOqPm<=dLR
z+luIJD`tgST)OL2*A|~cb8{ZL8Vl-dDib%#zuFDU9U04Q8>KIrTbM6jw9c2ZSgW42
z(P`R?WyY$}Z(@nc&zP*#lyxWP7SgI7FHos!b=L~|%9N#Z2V82ZU1P4bW~_FSq*CfV
zQ+K|Ka_v1Wb98qbgY`_(mDAI%+e+hXxQ5TmP<*p1Pfa@sr%D-36&G*K-&2x_>TS4^
zkx<Jx^<@75#u$h3mq1lSsxf>+IwFnRHZq*>F$79M#(01~px0)k*nW>z4WjGOKU5wz
zyf3D4p{l5GMo)=*wjdO03b(jz^~n(BtfaKMXbfqSRHZt=C*cInHgF{FGD$HqV4bjM
zxc7*S!7Df!-x>25`v5Vv1RO-{&%&o9wEqA<Ih9wV^##)LXSGmio0g%fe$cvB>q2O&
z?Q{$>+x2u8DsYD#xwIa2bSVf|KoAyB8Pnp=;PXcEFGN|jc8I;|+q>1emX^g`L4T{V
z+(KEZw%x0fQ%Loq&1x!r3br1$3LbFNm#R{L%`?uT#d&>O%r16zgN57{W${un36-*k
zZ<WfS(khFG*&&Wp%pd|74YDDc=4d}h-AcH$ns-{G7)Kt(x7Bu(gN3CVqaq!FR;W8w
zym5z`x=5()ATX4`Vf-MJrUDISFWLV9%}!Zp?pEr{4zSkxM@inE*Y($Cnbep2U5Rye
z%8fgwsVUuIS30UhJcjD%Ynwd^QA&z|N_vMH&GF~0w064ZJ*MfR@78@uZK2Q>TUBk+
z$6ZZwpmOHT_fyt7(rYOkb%$JLlDdT}^xRlTDFn#Inp-WGJJoePuFY<*yWHy+=~7#*
zw3QY0^-gq^dUVv3t-Db3kdm&Jn^NI3(qQp*U-@OsohL*1rmN-lxYJhILOy>`X*>0r
zhpFYIEhFacR2206POS8{Jx-;V36enL1j@yQh`*j*12mvX%Mo&?6uOO5Ad8Zuk;M=Z
z2MYjla6*Ac1`!O82x7sV^n|}JPe(XS5>CWyYfjBtJx3ROdueAYl#xq1c!?hzq*67J
z#2)3sra4S>ic@ftnsX11n$Q~eS)uoIeu>rEt-4n|8kcm|oV{Ngrf{|v8>lwAI<&O1
zg$0J(C{ao4{uP2L7tKAWG_`uIT9(Op)3-#nhnH@?TWf7K=xN0tO~q1IvrkZ#+$dN=
z%RwqAS4otsj;j98?rL(+Msl}R*tLGR(ppaR_b@B2%`>Sl_Nx<>cFK)Ars*l&VOKh;
zR^CD?Xlt8<DP0RuzzPKGH^-j0(c0^r_N%6gzuC1dx`&tcYfWv^$zM%#x4Cm>`Kha2
zX*INNJ5KW1q^+S!iX2i>3PC?i1ZC|s_fRD5C9UNf#WGF7(U}su09%rpCrrX)q78(L
z8AB9+MFesIfiQu9ChO2k4hPY`)YeuSnA%G4o^u?N+Zd`uiP?kKFHmri6G`Fa3cCU|
zO;yEq;6VeMh^c_4V_rWAKNmV1klGtiX#Hbh)t4{CwPjYNqpj0awtB$YYV6iqW3<%`
z-7i*!C23WmE+K8H(bDNj0ZHQt{8n?m#m~NFP-^`-YrER5R^2CV(@e2@MH6=iS4VZd
zT->O2stUULcG9)p3ur=W+#obbi5zPr?+3J!CVU*9xyN97k7-_e3G=+p@hUqH7(a4z
zZ0uWkh0yNrY~8_To|RIpp`55@{{V*~WK_gJazdEJOaONf&k&RYIjZ_^(i2lI4JCxp
zIVlL`EJy_zsKKgnO_Gtr1(#i-YsnWYDw+y9P(Y#uF~F&m<}eU59z=d!{ou#_XFaDp
zZ-4cObKCG?Y5Xsjo}i;Ne~Swp_}s|!eIJ<W{*;S<%ygeqtk8OXuhr>C)5eEM$=JvT
zeet;jzz4DIfw|x$Pv?%{ouGg)K-;*)_~R`zZ9v>zm%k#KN%kWscAc$0XCTV*`Mev3
z%5sw9DCDQ*mmoYfsMxxxsM=-T{-9nHR;Pa=*$Iy4axMG8HeIK&gN&5<Gj7`NkfC^0
zOSG-aIe5*O=N+;!0wzfyNfSQc_sHOp7=zs4A90@8n4ALy9^6FBFI2ChotIx+74$ON
z-B&_JR8oLd(vo11Aj}-^Q#O-KQ}~T#B@t5k7SM4Om1zCioJyBTNT(Fss00A}jILId
zkWmWbIghW`@Wof#1~b>L-q8)m9Y;9$?~f{1d>;ZqnEdm!&!4#w$D>U?`BGVF$CMJK
zls1K|rL+&JYDyBK5RuYUOa#VEOk^%y*sMCIm|7=D7V96U)mpPm>7`fIDY|EAjq3AF
zZCz7zEGnUu1PZ3y482uQkELyusVfQ{JLd1ew=OidEH$>Nu<Ffp-P1_v9Zjg%qo}LX
zsIu0ZO}?V;?IlGO2ArUO(RDP6Wh7TAzyb@4aY<1+ZO47v*0hXNT)OTOcP?NnKt-|F
zAOV&l0A-F(@?{lHQuHw31lYi4uMIKudepsMwl4d+%a4t94`d{DCeHd%y9Xo7VyuzV
zWP+d~<xpsW&Lzra6A2Ro@t6x-wXkR%N2x9dwOZ&ZE;ltcw?(GSPVM&eS#2sMX|&oA
zS5$%25|t(KPE*#}*9di`uDN^DI@gxe{WskWuC&t^C9vBs>njcGO;c6WQ>;{}6!f(e
z^nt}K4Fa~sd&IJprNphEuC0Oi4c7WULGzmJbJmypKAN{za{lvbq`F@#>8-Z(T;9Iv
zs>YgKWm?){w;iORt_UtTfUl_{6sY57KWGm%d1tKoTcvC|LtJSsTX|!c6jx_h(^vad
z^~y_KKAhCll@8P@*Hu!68(md(3t%|3scT4pI!s{X?|HU5fg5R~Zym%-)Z3X^fGeyb
zD<-MVU@=lNU@9g|r7#@eKWKA-66V0QG!nv}^lrMfmHwr-jJ#l6$fVB4GLax>-HFtC
zEt4`!J5E=e_>NUo5k&)&1uhD5l|e5t)voVP($vvcCXTj}t`h1Ur9&?vkX)27{W)pG
zDM)qZ!|r;|^g5)eYERR}CFivLSz4Q>uCzF%vX;=x!sSTX2l`iCFP19GiiQw{s39r;
z0M&}Zt>AETnIEX~Oo=^?*dF7DCQO__J&5o!U;<7?Kf8-J>-2j*{{W!m{04Rp9+?pG
z-vAif<>&0{AH%Q3{{SlaRmu%B%iEPcsJ>kE>(`dsRhoj(-_Hxh{^NQ_rrq-QW>Qqj
z?vAD7)V7;#gVOu16d_c;bpFw<Y+p4M{;Nu93ni+}TpOiL(^1*(4_(=D6fDsYh1)O5
zv7zSD+iOqJS<>ksm8KGTVK7G1+DyT~h#Pi3Hy->{X)gCV4@^<lRI-*_4z|i(QkYAi
zk{9ypQkhcnRrNMuK&x^It-pdx6-lSF&Z2vJ=?4y7tXHe3yJD{Kz&UWDP4ZF~jbP#u
zj}brzgbR!SbrAYv>*^L=w_-$H$y?CYtUP_c6y^#ws|k^ZjAVpsMouMgtA!FHR_%y$
zCJ3mh+oGz6G0G-1g!eFeLEo!?B+MS$nT$x_>hm5V42jzYVoZ(ucbPTs$Hhi2mdkCy
zE>wKO@A@AnUjG1a(X68_^fr1xgfkr}!5u`H75yKpT6#@wpt}0H!h&v8l<ahZfRzO^
zR<%efQBoI@5|s4)Ldo01=sIoe_igjda^Md8=Og3bJu{87jq}rdWJai@k|s0m4)fgR
zV|-&I>_Op4#E)b8etT`cH}~SS&4#A5q+2Rzt}AiJlHEI1EwfqavPmyE#ZhC^Lx7;A
zAxlvuC<!DPr&Q3_(j_LQlBS(1Q9>5$E+MBBi3$z6r21~b3KE4Z7?5I56Z$+cQXW7)
zJ^`=?Ty3|wd~4R*Y`NZRscm+9eQnz3Sm0`o-E5<Nw!Wpnl`qn!q^4=t>Ky1wmC)Nu
zS4vc<fKL}zpyih`bd?9<nyZ((<4s!vkdMT54wJuGsCu1HLrD3%g#|MOPOOBs3x!Kk
zl9YuQNXowm`i8}(J|a19eAKn{R?9UdRsE`)g~j%%XsKPT(pUR^3$MQV(A!8A^;D_r
zaX~3klaUzuCgztZc~Q<zL%VKsS-Duouc6bm>qVZv&ik&mE*ATr{!eMjN8hGPVSuz(
zD7cpxLW_S*LJt(aq3W{s1<M5%;uu^*$t2NNa)k#1WI4}VH*lH-O*15QTQ@))^3Grt
zIi)D@7x0zZ{*L~NF*@_5_m$4p^Kl=2L(Iy;+t!PA%$98VX7Eu`F>dA8RdP9D8!06s
zq*%TLfd;*mb%e{Dhe$qCL6Z^YPqfI~{&IUrBz9d>w{!15+VXJ`oPX#b3~_dI2Til1
zb^f=~3_9gQ8dF#5T{Oe)l$Ty=$9b)`HuJp+2`)H_WUXB&3F;;ikpNmV{i*If#EkgP
zBedcqY%Uhdrs=v4Q4umO5lM86ARuEVsS2S4#U6qr5E0JdoNZidBOc}|Mf_XR0&gQ8
zIgfNeFdPWwn&)odfMVpQ0;-XU2MvcA4TJ`x7?L7RCN|toa(oe)+yU4JzH$2Fwh!g!
z5%0tjL||`_J9pZ5AYggUNx%q#dkFgxGayLZ`R*|!ar<=Z<L>LWJ>%{V3h@WG8P8p_
zow1yF`D4S|U7kO*mzAG{6@NoHh4}Bu$Dk;*(Y1W|XZVF@^pw>6xPDdD_;+8W{{X7`
zhe_ik@14$f+{E~aJ)$ErW<)#pks>^HiSH(T$DRW+N$)Y7;CA10oM#eeZZ!K&#kZ`k
z@a_~BN4*T(&bjVXa3T#k{DP;<{6Z(%me?{Q#2i9w7Z-lAdP3@6yn3<xB1lI*^-UQx
zqC37RtYDO8d$YV&a1H+e%c{S0vB-#&iSmb*nR$lHS<V1G%$@zyIGEc2eqiu*4<H#a
z1|nnwzQE#6#N-esh)>)J5+saokv?bi5sAmOH7!kJ!HP<1inm-pLo776-CP(w4Yrl3
zLVx6>oW@Rg+ylqM^nl<ooa8g{`R`PC1~v`1^BunzA-+RCUw4f`F%oclZ@2O$4g_yI
znS>%loSYdwutfL9@z`KT7v(;ItYMT@>MNzYP139b(OU3b#l!;<Pe9tGWCWAYT}!C|
zOJ)>O#p6a;f<>Cl?e^f(x`oR9)S4uy5}>v%jJgAe3h0kqHtJzeKvb!|{sZUN%iZqy
zd?}pt4gB%8cHew-_>S53RSwIh@AvMsTBs^tVM+nViiJHG=~0hS_m<l$E%d1LB};Na
z=s{5fi^01#kgz79TC(9!cDZ_KOIEuA-RWSYdW1hv!&J1%e<2Pf$8Z#SLiz%Qsd?6V
zhWL*{w&0}Fh)QT_P?}mqp(CU=T4gCOAS99d^}JJrf)Wx1uRG^rGcg%~k&z#v!8_u9
zy8Q>;^36^JdWeU!KJOf3<N@#NSt-4JO>btRpH5h4>{7y-YT(#zw(M5{DO2@zO&_6P
zsHq7;i)&Zz)?r<CU1e2$)#N{0a$UlqNLtpqy0;3M0Lg2vx6^1Cj)s_8(H$v35EI2F
za&w8;WMcvkagh)<9p*{Z2N@GENRUTiv6zj!h%j@+Z{!{wItNc@hfwSA+JG4F4-X%9
zdhd@A>+{7-t%uq}E;`H2qNTF!GTdoMZT5o8Mb=cLfa_tzEwwEKqpd1RiBd=&Q=A>=
zKf-6*edluqF@eM>acz{X3Q`uC=~7fefIr2MXCS~M{{V_4DDmtnl%j(3Z9D_3bwR{J
zom$E2^`B_BRIo{yQ{W|89VGAo-#d?9qvwvE&9<ok!1(y}@aeF7HrvX)@JD?1kY^_u
z8~gY(-Ut;K_S#7EnV#~0F^=3sRLX`>P*k#1P<oP<)gUD;s0EUd5LWq^Jw{0)BGX5y
zO+J+X;u414LYaAKR_jy;Y1>L?>g%Zl10r+7*gvP;<~i%odi;9FmU{k=#ScF}9>1^5
z7?>j-Bu|V)<nQ%;KV!g8U@{CwaXrC-Bw%iGCnWI_nsot6DJn~31+BPspmzh*K~rR&
zpdcv0AVkdh5+KaxM#eF|+eZz+eg6Ld`l0O)Kdg;Be@-+109UVHmzT3O9Ki%;WDjHS
zxDaz2OdMcw306;kevSVC_Ffn{@&V4ojChEhiNN!Y089*@)c*k0zyJf~*V+62U1~rv
z;o*$?1E==}+0Vx)^KwrzHEc#MW4`|Y=G5e1ZJ#*r?lJeG`DJwpW#dlL(%Rn*EVSFM
z1r#A}^p?`Kr3xuYP+G!C6AFx#&8q5_`H`u8Cj~m`E^@>4%(G2Wg%+E1II6ZAZl(35
zZ!9Ipom+@PT4f6jFv=Un<z;Fltwl;vQ7Ta+l22Dsj!r=&_nc-=6I;%y0RI39+KrG5
zdii&G@BaW8Bs%UH#yWHW0Unsl(y977!;e!TNI-EY4wuWJKz#^ZD5z;JK>E`1+X>l3
zEJq&9ze`C`K~US(>r;I$)rxgDZhfZ`>VQQJa#dVpv=X${J4S+s7NmTui9%d*ntl8I
zyBWbVFbqk^k~iQ444uSoFd{!VjL6L3KpZPW#y~T_O@KTH9y^XY^y||h(ywG{8(q<$
z#-O(PkF?Wl(B0?*O;#|5Qc}Vz>BB;n;@VT`Hnk}TaV)k#LyB1(OV!zK3^4s=p1GT~
zvZ*1L+_fyS;b{pEC98#{KAlStmi=W18FHK!%Yns|DMHY|i929>;P#LNlR5hXARayG
zt14)pOZ1fwQ#ziYml<(QtS4fUQMy*2rD;(pSTLlJNaAyzzds+}`hB$=A{{Y|2=MM9
zwl>B(>>264Llp$)eD(%MY2G6yF#>Tv+8jcozT0@r0tO%ecLTmg496E*uGYKS0xz`U
zhT?j9Z?@)ApHLM9tyfA0QkLpe5>!L<iDsc?DN2HpRJ79TEOpeZ3buoFv@1whtD<o=
z4I}7nYei3|Dq(DwP}|*UEg|K4X?12#5%>P82T;gkpawuU+@Y}Nd~P0L`YAq4`SI@`
z+E#FLgCw2IaDg4h!)TfEMld%!h~8jF5E<}188d;{ocq8M2bjSzm>_v1oI&v;8|))*
zu~WkX&__FOjQ9s!c#pRj4x@<XB!WqTHo@EscgADCna2uFLB=}>oya5*Be!YX4$}<z
zpS)uRHqP_EjLeA$Mr4R1%*alEJcIY!g-$V_ka!NlUtnZ*>DR6YIS`N7k(2pI+9U2x
z+YBBFAE@6Td;4I_eSsSpgRAZdAOLZYF(W<5$dB>j5@sR@>^6uU@-iS~d!FJ|A-_<^
zPJ$R6gKPl(7vWxoMkaB#cF%Gr?nqYu0QwAY6;4yzKgA<??>^Hw@5h-U4`}n}F%hv7
z>`Xz}!M0#vZhL1KfFPWEgE)x_fWY8HH^^_$d^h%n{e8VWYCpC&9f64-d`EA5_JmJ)
z7{Kw9I5{K<gBT=EGD@D_U_?OfPmvHr=WOIe!eB`E8xi9;B>RZlvDylO)C6|{=pOL^
z&O`u5%iWI*)M8JAfN%+qu{#qmXR#l0<_PbcW=K1NMm8dRV`wCC0g?co<~{r4B;*{E
zh%#q#r}&RxBRG!R%*G6k)A{hJ4*(JA@bNA@LwpWH#50Y@VTyAj*!Jvq9VDLd;}B<X
zz~A07a!&i47$6V)^!A=6X{c*!L0v5!MM4myC2q9Ki)pniqyX!QPo~I~2rj4r)C_=R
zRF|i#DV}kgja9nTwouyKO=W5nvW2J)q%%UA*VpN#T}nb4E)bQaw$|cGI9JH-J#ZoC
z)PEOY#(aIB4Tls-?UCL_d{5lTj`@&AaHn`9Y0qMJ#!hBIk~<DA15Kvs<JP%cZe4W!
zNH+RJQKg!pAG>{3>QQmAB$pX%6Vjov3*ighx}C<|pwqV0DF{kdZZB3{65@hZm8~qe
z^AyPoSq>;Ehg6le+FNl5^^o)H>lym?)aN||sPEKzaP|FSAU-(jRC;=9n#WSrB|G&`
zC=!;KWyjnp7(YX3QlJ6^0Kz~$zrliIcq1U`>!z%+rkRJ`Ws4<Sp@(So650Gbw+*RZ
z=G9Lkp`@0IRG&yThZ0iarJz<U_q84A#@S^R&Qh^XT={0Gl8Q94mw$-~T{>EENGTx!
z3vqu)N>0OyDwegWOHzuIr4m-6Nh(y8DM}-%NhIWxxiWZ=5e}6C834{OI1ml}fF8i>
zksJu;ed{#T(sHu!@|$wF>FVUZrq*rCsD9Z}I!rp-u2VlpPSXCB6eVn-xacL-6*y^n
zgGRSvr}@i8xawLZsV^q%DoslisY2(_c8-Z?^-`piDQ>us!W2q++({|p6z_}y<mP`o
zcO$SMPm*}6S~UgU!uWpGT>UD#fm>-%TMqz69;b7ur$higq{sv5Am@fadVqVwVf~*C
zz7*lW>}~ph2ncn+XKlm#^V4bPHAT>T!f3uy(8WilTw>Qs%_;)gBc;SF2P#`|6r}o%
zz7^Dju6lq_p*>RlLcL0d+<nLh>v?K*VF?hF1u08CDUuQjfEf|vAb&};&Y%UYQ(|V{
zROZ*sKG(}SmBAjRT_Gz?OqlCg^;Ib$4Iw=sc~)o_Uu9LAR_#Zr=~6nD%_@-1$&g5Z
z?Gl|@$pGYaA=MBRDbkfB20XX@KQ6y4hqjvl^uX=D_}c^5aPiJZJvwAWLmz`XVCH|k
zK+N~R+~npD3P2JL(4!(eMls*KU_kcc(dJ*JaZOaR>kgyoTTiyOmYjcS3kf4`<1lt3
zj}INY`{WGHI~}`Bd6=)P;6QWX<D7T~<F}t&2ydKkk&Ji2gOL(*-!VQx$nZ~argJ7_
z>^Gc&AjqAd85#0;fFJMs_%rnZ<bpg*OacN^umr(7M*WXth{WLI9k^8V+kLPBjN@Pr
zZ;pI+4!v?Co_QPa@viy(S*R&AT~?i<PMT)i_0F?V*4NR}wl2%9MG_kPI@foob=CeI
zR7yoULP9dEgz$66;p1I=Kh^2_O>I}FYm=#3xjk#E)0NfLl&%X>s8d?o--uf6RSde<
z;uM4e!AV21Rn!RMD*PY(N$F3Ay1jHYeVb8TZTi8jHX2r(V%t+yNd19#=q|Byx!PM>
zZ#Q~W6jXI3O-V#_kiIZJB=o1mC1!*gM$M?LR60SON$W3Bv2CWRs(${f5r$Z`-0saG
zwozqFmDGiGJ%kV>)?Md+{{RU++ue!!iOSD-@)P3Eb91=6M?0C!?|<UlzE(L~@Z<26
z)!wQ4H~#>F*R3A4x&HtNad*Nt&v>~iTt2+^0Vj3?9?UKMOCI#?9k73mjyarP#j8yO
zKtH5+5@$KycLF^3g(Dlukb7-`-cAAbj1e3_Oq?7^fB+<S0PJxacOyH%bB?Tk-98B(
z`6Nk<Vl3L_A8&~48+6VCr;kjC=b&x1MoIEXKWt=9J7*{RvN+l=hJT5g&xb0_TI*U#
zon1+**|H+0m3OsRoThfftFfnbnv~kF0byyoRH1FInILqbL1Q55%!tg!;}NhC5_Sd&
z+It=3B#fDZ5i0Mz;{pVZ<n7$fGG-b!;Ei<=F4!JNJOqKuVO3;7Kt*KSCHPkABC!OE
zBAS3Hs6oj91VjWtcFP+0x^&v<iM?#8Q$gJDhIDwjLN#FcTAA|~F^+&*Nws>#a<0YW
zmd8!QWmDi(*eDzbV(l-)$HdKN#C2wpb=@S+k)zU0UeQZRi{kH&RJ(musMNakNwnG0
z*Fr56$wCoIPF6~Q`gqmQul}_@PGID226iL1@wkBGOlKxzA~6TV0R!wv6S*QM`S-w{
z^PbTsylsRuG;O~c)*>OOGmd5om9t<`Wq~kRWgIK`R|+h##Oo@eh7}Yz<iY?r003VX
z#nY)5OttHJ%Nla$oI69xN*SXTCURy>T1GYgDHzq81PX%&O<N{L?NJ~mi9|q5COF1U
z&`Hm^BWe90jBE$6;Yc~1iH~wd3GbQ4(=c)m5O0x*G6(<(iAd}__6B_TBuO#|_YuD4
z4h(w?oRJ_NGIgp4fR9{b$HyNZ58F|Qj|2ma<e58Q&NDgRb0luIiTDoZKDyEt4QXq-
z=n5Nlq_j}p?UZ+G)$yB~lou*i>gd$#RC;2%k(V8(akl~$TtY&^R-qWZJ`jEpbWc9?
zW!qP43%;zSc866zr|s6AH&bk+6--lGZFPpF^;cQ$wGIcWE8M1Q<-<d&k<_JXaSI9P
zzce}b$^QU`DoqukF3f76%_fkxF>9uxqN1)XP})MQj4|s!aH3nQWfTpELQvz)wx;S|
z==p|Fx+eP6$#mutwJZk8$Xtz`u30oykLM&*P;Ny;h#5swDZ~W%RX`3B6ruoN5dk0Q
zSEJ{mt(4-*ajYJa5^e3REtrU6rKbI*$JkvR^XVlT6?qiewQ`~fs8mHJXdK+dl~fEV
zaFlE3=KX29X&py<)AjLBc++=_m6E+w&o8B`ji$BxeQH>IdTK3)m~|*$LJE)qibqif
z6yBEVLsuF~dx`)+FFKOddRsyq2x%3~5ae|$twqr9T7)Q+{U+k(R;9IS{$lHmT|~`T
zqSacfQEE1raZNPqAC27VZctb0EEI<-S1kG|C_qbL=Tr;JvQ<+7pH7~cr8d%=abYez
zY6_NC9eFh_KG1L^r2x}5!UJebwpOPWyS15|DAB5p$O*bTWDMmp<ApWMkp*G~3}6r{
zoJ9cv5Ws9B)Oa3k7}O?Z(1%>kqEVB4lvAZRfk!c^x=@UlKM_+u8m)?whT=^z;x^<c
z<SMyCXrsHONw?N1io~|rG*#&zzF8qI8fungDLqOZ2wge~Qz~_7N7Ov3H0{okfmbTT
zu*Eu8(2!maE!7n%Fp*9kLSUsy{o>o{1tn0Gwp^k)Qv2y;x1V*^>CmRB(Ce#l3^b*w
z!qZ7v{o7^Lt-_Q5p0z1tbrMzWM{%v7Q8cv<G8X}Dr9n+NHtBJdbu{SMfZ|jn1Ctzj
zYZ<?@*aP4jWB^0JJ>ROMQMaSiN<M0$Y1;XB73k6WHA)Ss@ariR=BAx8>uq#DOt&Q!
z3-pLpGP2(#`O$ggzP_~Udo{6|#_h>*s+%CLuA`@~L)1@EJhN1#SGi34$f$M2EHw2x
zTw04%t&}iX#p$?E)UAJr+uLnRN<gT!p{gacuvDciQKce<exXncLK>z@P>>oa34)un
zrm;a5+S+=jdJ>^X{7}`YL@2Gc()!Ii&LJttW~FOX0F;#!^?4sLYb4Fod*n*to75F-
z=>v&?s-Uq9nuHS&#W{G2VGbe~r!P{NrT`Gjz)#EC({VQ(3)N#Lpx?BVi;zf(9PJ;n
zSvL)rDr=^y3W{qGh7{LDR1^R)6-?=v#U1MB-^Y#9o&34Ha`f``I&r(&?P{vLRBIQt
z1MRnMx=~$yDr$9U+fSrw9HVWg7HSql4mgNCWO2{=@O&KP#$=x$2*{FRCo{*TMLYDX
zEYz~&4v0MuAx)@)ND5C-5|Ts$B?<tPlY%A51HcjaW;@UK$&fbNjBUMbLRzek9RkQ0
zGf~OiogUEX$eF^4q><DWUM}Hn(?KGEd7K3T2MI$Xov%{0PW{#S_V+%bPmRMk)-Aj%
zcfH#W6jWmxxOVLZq-hBs7{m%k51pzic5ZTqSb2&Z3Q~uph#5a)B#q8Q{$g_j268fI
zC%J7`&HiO+j$F}PnzU5vNA3t0M`;&Y-5WOBMZ)t`>ZwruGTtJd-11V|Ut|@jKfFK$
zj9`DpKH%+v;}Ag1<2mCda&wt=T%YDnnC3MFv8&BaoPOZowmnp;7OPshS}rzPmQ7L^
zsZ}{N*C&cx3_23xQz%koaqF4y9_N+rejfMk*WJ~}%HZ!F%CBMK=l%nSwQ{(*--5<@
zpJO$LvAtLI+Rydho9bV!Hva&v+>Y1J3tPRJ_x}JVyTBiUz17<JV9WU6oCC8DJA)fz
z&tHLh-b?b{^UQX6kjAN}u{&u^b+KAW%NxBHYrO@Tw;8G$j_{QRs%{kJNnJZ-Y3cx^
zjOZ-mGIj=HGAA2;f3I#g-=6;f9W}h@<*nzJEppwRF2(iRQtPf~R=Im{BGq@HyrHIP
zMx3-I0qUE30ZLs%y$C8DDkO28xmo)^d0VXcWuf(j`&MiAFFLPDST!rm+N-qV7TQ-Y
zma1!-S!$ZIO;^;d45FzG%IkvGQb8$@1y>PzO<8u*ZuMzpQj~i#<+}iC+C9RCVn%Hg
zOjIl`8W)9b)*@jZZwQbK1NLjMFFgsc_1{%oLwXo8X!6m6v0|kz5tfs=qZ_9_wA8z2
zAk|y*GfD!CjSc`pfV1Y6b0lK^6FiZb?IS(L<e1uLcn4|m7y;}cp2xgQnVjICe365m
zHy4sW4SIW-9}wKd<n{XZd!w>w6RnGv8%pi%T`N<iwRHxUW9zJ<t)pzzn&ebGq|vSl
zNNph`5r2GK{3K|8LTGCavC-G<TXXzNR?=y@$~{Y0XRJaKS!can8>y#u*JZP*DoU*C
zZD?^Wf*l1UAL85;)Ej9lhBnzVmmTRW-K&;m2C51MP2wh9uqeOckm@E};6QjpN(K-S
zsztA(UaGv)OQ%*6i;W9H&ytpmnpH`5gpf_lBjjV`#k&wOlyHk@OB9@BICB7s88Voq
z8t30vorsYH0wBSSyLQRW`8)*vW<1CsL5<IC^SC)V;vePq6FY!A`zt#Uh?(G#+(tLf
z0ow$|1bd8~&l|N+pLg%T_-*g&pPe~^05VC(X&r{Z{r>04<7Yk%mupYNuPjaFRLG(E
z%|j-wO(lU<{Snj&w)H8<Y%B32NE(s}bhpq7qm5!euiJ1w;FFIhXziE@0FC2e5w>y+
zLGE@2M)Qs_vr*mg4=WNY8L&!5zK`uBFBzNm*2=c$l$>etnJ#ZIrQ;_MmmFozYihBs
zVY2UQI`QuGrF~PnZTp+L*H@5?mvGB7mG1SI<v8S|^RkO&6$BUMkwHHxOmG|Oho9dP
z_U=*g4!Wt$HEOB+0i8WZLrM6uC|tV5)`F0x+`=vH`W0(sZd5w(Q>~WKQ`8b1`aWSb
zo}_zN>m66Csu@i+Myb@d%|}s8mjj7m>)q0>=<6wSr9Pl#RYd`PDN@p&u7NNufJyBc
z0Xq{I?g===A07AL2gK(+i2F#}2NC4K5F<g;T`!E&mhu3Dv6GRKaAh1w8M>`9-wBBu
z6|tVZAwY_iMTI~(80J@mKng;IUmlX4ld~R>&*2D5c(z@s1e%T-TItJ@;3?;w9bkVr
zq^aTJ9Eset7L1c)$?UCDXUs?iR|=SW{qP<82X%kPAHz<F_>i@HOKA>YTeYQUFfHiP
zZ|ExBTXVD3Xxr`QOxv5eR#0mTLKt%Qb+r7=Qxz1H)s~wDbrt5Cn)&lI^iOk}o<9o*
z;ZNhrr{Pyt>IOBt8W)<Jv(s0dM7s@co21lsZCg#GFUzYIJB#%-G&Gf#eMW>JeC>5D
zO*(~L1;Vz4`g*szE$|=vd9|;==fh5k_-&y0b+Gd;)uL;8fm=tZZrsqnSSp=fv%cPS
zO$9qPfu--%R>~VS_VZCuUq?dwZC@#kKx|pA)zx>0dB^b;@eh3X_xR<z^Um>O{{Sa9
zZg=bMTG|t4)Axnkozj%HyB?3_wWU`3>z3<c>Z>TNb{ZPfUb}4~mspj$Sw|j7;naY*
zuOnQGB;L&k`O$!ImvoBAVc`ZnVJk23h@CjlT;tkAFk+AomB%5@)_EMB@3%-SlaeX!
z7-FRysGwBj3^Hv>MoJvzF-n`T9zvYbig-Rw0s&n|=O-(<SEqR`%$m!0FSKR2>E2)J
z%bl^xEj?<Ya-OQ+Wvr~EX_}g9R_Yi_)l4$k^j$-Qtn?`>A!CAR)H-J5klpW0HAt?I
zkzb}=Huq4G2{CV|TeNRDQUZ$ISXWv}A{<<H6PteuH5R^8Ym2))_4tLqBTi{M)!5p#
zKQNbb(zU9fx4lq`JCy*mG}{yvP9ZG4>s0z^LxoN)4fQN?cSG`~uTg6q9j5QM8aqQe
zms41*&r{Ra(N$lQNq4zZ(Y;q~p!F2RT|+FsUuv0E2wTc1WeHP@2;&K&u3I4iaJe<c
z?s*2!L1k8SgVcK>X*CrN36bK8oWP+#RWPO?9A9KWPmvz;^zw+5f2kU26kRTc)43Tq
z4#3TXJcJ9-nR4o2ja!+*@NHTokhN6lwMedj#{|vHDT<JQ1-^8(rsR6G=BA;jaZ*!m
zyoFk8x`h7ewYV2eR^Y<rwIMK9o}?L|T=eDo(BMVF)mcp{=u4iNcAaWcf&v<;WI0aa
z%DO;HZm6E5z=E0Uw=%zH_aih9E_Jr7wQ8<oU#_}SOX?j)fp(~|(%NbovQW8o^o2DI
zs*=CeG}M(05^B)fuDsiUECk0Ktaq83jV!fKZ8UbON^#Q5bkvPJu*jcH4>?*YQsUCz
zN>sEVqP~ExktznvwQndZ$-B2OYpk+Nmm_t>WDbCpMG4Fx6c6~tF>)Ych~Ps5fv!;1
z?G4mD4U&e6)F}2$9nUaUN;It`8^0=zkYBSa%rXKZl8LQ?i4-YB*#i(v84%g8f(urn
zwERHmYmH)Gv)HPI_JX;0DwNx)t3MLc*GeiD-D0W6y+kIx+DfwPjj6OVPNlY@;bpga
zck#zhqA7kI^&+n~Dtm*@)!194ZqrXny0#qrR*h}HZLP0<ohwRuOHP_bYD(E#h*L>r
z$7*T#L0zlUs1(rD)PFGJO@<k*x4f!H*kx{Yyi-jor>J$}AQy^SZ1gNNpoO;NvvwOr
z&0tye4J&J05lMauwmy!e5*igr^{DC`E&_yvDX>(uPfUTvwQ=dPcLnDKcm%MrQX9K~
z%#&lx7eOBRXQdEySEzDMuQ*XLjM>KuWiASA0YcN#{{Tu?T5X|Pg`y|3OFY{88<gao
zT6`L(5POmWJ_SOILXc7&wFZE|uSk+ok%FUz4m@cHiih<&lG8+#rp=}8>^hZ5th+kx
z=Am5+TAFnYJQ}5C&YwsqC8t^nK`BTIBvWoWrvCtSY%^VUs&#~+Es9hvH1x$OPeMZJ
z>4PjRr6NAI)IciRseD6o(--SHOO>|A(7?#5WD1%x*-WK>HBMY)B%&6OwKlaUsz51J
zP$YX}d<h=^0AVB_=0tI4*Czl6h6mf%%g29!R{sEe4fCU4*!67(B{b7|aaO%+b-vz_
zReYhi)-HzYNv9K3^XL>eIwHDJZqw>2rs+$S4u;ZdsnQCOnm#!B1*z-w&0jqA7PqzD
zZhB7LX|Y#ZEt*m56&sey{ZficT4>Aqj`-_;AoclXrF9R~xm@$EK97@RqLr?7a$A{h
z@`IV$SD4J(h2Q!%{lROt{LjjK;}<JM!p&6Bsq~)>AC|bfq^Pv9){qn+$odz)SoDv?
zCnKnBmx^nx9jlo-TS;G?dXm1CE2XBcZr7=qYMqr(I}f(|bb*(ZQtBG?mZi4%aUs5D
z)Tb`2Jw&%|)-6$I5hiAdO}#;@HQhW=uN5r9Sy-oXLmnhs@CqW4PNoE=GO6UB)sID(
z$gfCmMomr8iP<?jg7>wHGVZ{Gc`-2^4+7O_R!6fR4`y)MEy6ADFq0M2cvq^oY;%yv
z6|0dd-!n2tnDHR(BuBP$fg~RoJ4W&+{^Q@g?F0?@z4@D?-OwDu)><_|^);t;9p=+T
zQBon=>un9jqMqMe6cE}SO=T-hJ{@f#r58GpjB#TOocodF%ufF14}Hm<he<VZi^k2}
zpl~`4kx9ZQ4S?w^La3RszBr0t9C&9H{I`^ic?~5Y5h9SF{w?dM=ctI}Qg+RAws4+$
z4+^Q6pdqn<07GF4ihPa7vCR43`E8E!b~E8CQ)%5F@d?YVMXK&pHj51nP5l+OOPlS}
zP|+^CN#E`CPt{aA($g)bzOI%WaHR=U6)7S}*C2mb>`YAd{RZ+zeUA{x7?}2n5t#Ac
zCpZHb9C>BqlbDK=iCsk!Mp8ZOa;hbcX%l+gM#?Ck7DJ4MR7AW$A;pd?g=Or!oz<0i
z+IN#C?cP1Ku2?IXqeozV$nDe&qe)in+=6B*ot<S`5hZ|zDfwqN34m}l+|P^tdh*8O
z$PH~|(frQQ*Ud+I{*O`H?fPd`+AjAcv^7PVs^q^))m>8iNJXxiusWv#0urbs%p8Hp
z&PMW9>&b3d-0obi<@M_2e9$^l@pii1G@X*?a;v&sY?O7^7oE7)(LY)o`PbhBijJi8
z^a46S9LM-S_-NAq01&l0>D^y<)OMR@lSZCJKlF9`Wi?H0RqWnW>Rf*3Y`V6TQ#ET!
zp%lGR_$pig6_7qF^hT=qUuQttId#rnag95w>9reQgxodV!HRov)5@~`;+CGmn=J^Y
zeY@fhq$pAlSx`)cs19UxX~Z>f+e&S#x=EG7S*H^&mtCubl3$$$-N9P+h6hN$#o0D1
zk`+NP0;g2GML2*5^@<-^Z)u3xPfTr8(Mw)`O%}0ZY)FXs`H07kqk)#7$i}HL-Ioh@
zYUW0IQ1MO_ZbVcTt=cLnov{pY(*A8*Ew)Z-^DfI~X{viQqnJ9**J@#egs{c7->B|X
zv<$M5gtpZyO`!>c2}l#$jC~*oBc$Wo1b;b>#wK9nh@XA>r{1ZmecGCuhgSVfL+&l-
z>K=JYao1jT#Vu~S<EmQRb!zKzN>bKIGsl(=G9<{!k&ee0*y2RY2;->PqIS(1w^319
zL>nNAiyJ&jog|1uDr|`Ep^7FPh>l07;6}fZQ%{hSn3a)g(2N^MNk4quihMk_NIG<?
z=(He^2u=p+s8mbBLX=8C!9X^s#GTKR6M-i?>@YycpL3o!KjE|B`m^E}N?vto*Ntfk
z3r?YXP9dM@()9z?RW$b7ZO!LF{C3LQEup)uJ75*OwJ)f|MBcv$-w65}pL!PkthJ5*
z09M;gw^r3@no2!0Rc50~#U-N4b9MTMZk9{ITGVd|Z7FRnC#9lgM3~s!U(M|g@D44U
zpwXHh{jFNRQJr~LTYJ_NcG`gL(xK}ZD{_}hRkq^RojOpIqK=&*3^tS3)z!sCd0+3H
zxqD{V26V0N-N_1I7OVlXEzl?|^g(%Z0}}`)Vh{wyH`*|P1PlN*+Zr3_-vJF31Fk-j
zDMYf+2{@(HMMBG5DoVYQkyOkeh-lj_Bisp*M?_g+1eHtyG|FcI%P^F5_fpX7pMcJE
zG>tEOv1;3u(?d5<ircl0vX<RhWxZYBW!hScZ9VMNH2XFBX)Xs@x|}5h46BPTonIDQ
z&F8J2*J9OFdQ#6pXSs{LDAKm;t-bYD3R;RW>eXCtmxs%Kl|z!tOKAmVwI~vV1lvCm
zJoBvhf!CC})~`>qriBikpwqOLrmjo7dUVt^*Gq_X%GJ=@y4`vEtwA9)ji4ndf~hBr
z4<ta?jiO8p1KY#{up_^XwgTEClpwAPt|^kYvt}rf<c}@CJtqVzgb*p2h&19U6fk81
zie(cR5)dvbl+;~RaTfmoP;}o%uKD(w2`z9wUJlq7GG&i<7_yC(11gN!MrVO#n<k)<
z`h|3GO(AqqR1I4%@SCgbI!~Ya3j3?>cKdCOn!CWSyxtxRF+%g&e(KE&^%d%Ig*4NZ
z%BH4SedSXp*Dg58QX5iwW$};BZcS=mhuvGJEE@j+M(S(r;<Cb;JARziwkyq0O)c`@
za`n+iLiJTcDyR7`-xnAA)*M?sRK;ec95)Bv0VlB-$cf1t<G$bsz&y+o8~2FVf=9U^
z4#zM!@?2VW!s5FiuE!D%&~pXYc}&tOMnT76e52%ybDTMeiIrD@P5}@S6uck?6A80g
zY3Vs}X`YR09*oCZP?9lvhBMu+Y2wclk&i9KZ?m@^5fl<QG;&0mv;|NH1Q9CAsm3Z0
z6Co-eA=OH28?B&n6W0AN%=$Hqe)FIw(W-8oRVd0A(?GhYLi&t)Z~9WtF#8<^_8ny|
z4x|@aTU}`cN|Dr%7BU2;M3LrrftFr<ewz%s^MNIO4K}wG(wHh&LIFJ@exj|UP9uuY
zrmLr9Qe1ARpruRbTbA<r>l7VA6yt6x-%h6)>K>w-2B5M*bzqoUf~-pBUuVni`rF-9
zIrcsQorGdBgRzkv;K)3CQ`1z{x)`Kk`j^~*hFEFG-Bv&WEwq&=lA@H3k(Ce(Vs2$#
zG};?OV@~}0$U|ur&eb_?Qq+dpNK&n|YkrKLv^eUEjyvl7!EL~x+Df|5@PY6b%MXcO
zUsyG6tJb>fPNMT{)RoG%X!k63stC4Ug^9KrMSYg|?5X-nvs?3MaSN++qMgPlkjt*>
z*LC9uWJQ)@ePz*PcO+<2H*R+-8Fdm_Vh|H1{{U$=>W>iM1BY<{-mJ|l(o54>XWv_P
zJ2r0Q;~|&09~JxLSR#Z|SJCn7xfN6caq`_svrm>nnL`Spz*7ifxefS7paHp8(Obw8
z7%vLi!e#<REf1~eEPz$hT<s^&o~b=-`nN8OvRZXcvC`T;-oy13nx|1&wCx>z(P?3Z
zD=$|Xdu0_vmdYaOTMgAzvh__mtKKfMm9U2!QTc<t{{S5S00cTC;eO3cd(pa=R^I8}
z)wCLYZR$s?^=+b(zQa>;LX%r+wA!hkuWqu1(4f{Gq<so%l|Ls{P_B6B?MYFiwRV=(
z)QqC0vr6haCZwjOab>38sj=MYu52*35*DN(=P8idoJv$u6i7)R4iJ|+8@}B<-Lk5R
zrr{S!vNM!S+~Dmr#1krsEshWc1cD+WBoG|rLceRnO(t}gP-AT!Ol*T;Nmv<4QbxT_
zK_wt0ltsbTZo5G-gz7No4=4bx6Fx{}!9d}zi}N?&8vCNTf2*~PH#TYRZRtHbebkj2
zd5scmwAD0rx;l%MT{Csm`kJUMMxLF{hhMi4N?~C=Mmdm7jn8A-BOU$zk~hTv0O(wF
zkC?x-M!#L?4OyaD<y}3I-C3tD`f{r7b)&Z=($ik3DlOGdGjAGRfR*|c4hGQWe@Ias
zY9J7KwUHZspKL_!`5yC*FnV+RAa)54;RHx8yIFg`hq^esCn&sm7;nIE^M4nc_<hHV
z1>vhN(tJG{{baU>(W{@_0|u|GoWQ+7KKSjX?EJC5F(b#=_<6w4I|g}tzru4Wx2JE_
z`d?63wJoVlw{+9Di*5GWw@_SZyM>~)iuy&mj;6|xDk+;%+v-nH1q7s!M&Ijik4|)J
zy&r$kS4&qf=&jn4&0S-<R$6Sg)-H}vT&bL-tV1qU>U!!nTzQ9FM_Oob6nat=02)g^
ze)~b%2e66E0h1;-;2ZYF(kJg8Hvs*;<Bg(H+JKsL$?UXKH}2z%24uU0_|$G-P>O(%
zau@(mggyiWpkM=IBUKfps=A9|#Lqz4_k`WO4|Aj_&qv0&<hGL`o2t;=pn_8f7+Wr~
z0(8tnib@!wY;=em4f=cTCJgP2?fGVL91;fj#2MRtvS&E+26iBE0LR+|#`BSw!Hk#$
znf*91GlFE0W^>v^!N`nB#KAjfYe1;y>~k2#2s7MZXCOh&Pj@3dwg)*fXRx2Ykr>G1
z&U+r>V3J1Lz$9mJm<A+)05cKTPVwdp`(%JK13mWP_4WIFDn7qQht@jz*QbHFobNNA
zCVwnR8wrySnTaH0VVR7OJdKPUr11$SCwY?|Hi59o`+H}#@yi`QL#sKJ%grlu>lVFB
zt~8#XxcY7>mjw;x{cpC`6grX=+KoL!g)St8Azdp;z$5T-;WmxjI#-L7*#(>{!WlO$
z6vadEhC?RdDDZ|uA{fY5zA81u#H4IPJ`UF^{hV`ARNS<?OXmqTLz-|YxD)0oPBVcF
zB_>1wL@+xy@Y(QtTk#8}FB-Xe>8&3@Yt%1k)|pnCa{l#YO*OXLae49o0GBMNX{4g(
zPS_o8sY^=E0FE&~#784*J|FenHj1miwW*U^r|5MZEzz55?LBn0wbx5{Y05R%TuW{?
z{idKOil<PdsVC_rLyr5|ES#_Sa^&{A8e2rBn%Q8qU$vV-H`}07RaUz&sI75At=hHK
z)K{}>WwkD$^`W%{mf1=GZCnWWj^~sA01zC&V_LakPMfBn)6_b4g4Qe5a#AShYwni>
zy-`+aD1x7L`>jb@QBIU301`;g6h@t1_jU1kOua-_Er{2gk_b9)5Q@##Q6x;rf_CC}
z>MVX0PM`|vqEEI45CKF@{Rs4z&|MnPJrJ_(`6g)-(i%kUT)dTzl)9hCPDh}-g3ml`
zgQd#?&ON!5YSFka7ZoPDse*{NIRU}L15cfV;7sHDj(veU%oD|0j{A3^EgEZuLIVj}
z7;VJ|soP4xN`rLohnYuE9VQ!+1Opf}d`t}Q9%g?(W8P=lNDRO;17c5XL4gDbfP0w|
zCV0QTzP@$*==1XF^^o5={aEW)8ZUIO7E^PwTWecu)KiP54qGcKTv;d7sHvtW)F7!#
zfXEZmBc&lDcyzzV&oMOCn6c?=Wxq)=OJTFpS}7`TwmZe%pi*0?lSx9-YVEp~+LGfa
zWt10Rw7iOh6C#yt6IIW!d=fX0IP<YPXSm;S!ye@A<9^>^u>eeY@-VY@<Q>M62u?;d
zlS#6MSpqpAm=aLM;4z89Vu%Tgv4c1e0LTskx62Px^#e>EKYyq9T(zk3QK=ZnFA}j5
zJGQAR3#N*|bkrz<YKIzT00WRj+$Iho&H1SrziQn>eALfWTQ1i<L0@y!*LB+K8YpV6
z?OOeHVN*{jryDA$dF2LC>Zu7y&q`9REZT}%szQX-Q&iHGk5RPLvg;*iBlwZ(B?W0R
z4^n0U2Q!&4V2BV*dtw0CY(!-EK1l|%PpEHH-C?_n<T%NvDX3Cvlj!97ZKA0!C8QM+
zVX&T+beWI{%ch!WrkW`bsictznq(+oq)jq`NJ4;gDM|oP4wwv9lI6pPj#qZ+W4Uta
zWn8#jQy9vw;bjF?R#f65Cs9QVW1Pdej3PcGRH-1u6A*Sg>;^lHqjUG!$;4(cBw{2%
z?Hhfu=6JfOU;Js&Or0%HaCsE|i%GMhrh#Z&n5n7s3#~e#(*(SRksW#JC1UQW&>DK)
znpdv+r8bc3Z7J(*Q&i7arE37KC|gw%(g`0|$t@@b7J8S*(0y%=yZwI9ufrf6cKCVY
zKHrFdeZyF-rk#D}SY;|(uQ-;QZ7C{J+*-n0N)iE4TGXHtGNmZM<Es=uvfEMDSWV~r
ztWmb}G%Brqw=`mrYe%O~^9~_5WooZc){;J-nP%AN3H|6~fJYh@<F?H<l)s{FG&k2N
z18&q`s_L4qsit*(Fp5?iEGZ9!LG>w{0S+&rO(+tDZ;j9Pp6aFA5ofOC`!u%-dIZui
zr!|E|HNKpsk41-3V>(5(7MmzalFF;eAw31-1xB{iFX0dd7;G#Eb6t112*L(PBG4Lf
zjKB^Fj?=~23T1PSEMS5?Pw3D73}Q><JtE9v7+OPxm|!jXa4Ptg?{g%biX`K5VHl7|
zCe=-u10t6mR{-aYMVCeCm!E3$bAM6XY1XFPwObNt=~#ISN?c~5<LVISq_nLIEV$FD
zP$9~8)&h8tsMqzZw7P9OZnx>0Rl-&B4L0R-iRzhp;Ol60W&%g38$!TN6fhHDt;H=$
zT8~oHqNOQB%9Nr?l%oL2B$NLDu}GQWd%=w3VYYLF0DIzO<7*(GAW-5E6JR)m1BWAk
z$m1i7j`;8myepQD1ToHH6iP!J#vu%DAt3~EQi-r$At`VIZW8fhA_1IK)lF4RW6OTB
zq57(Y5!Urfu0HC-lPYo5t!l|QlY(Oe@h?6*$&w}paonEs?>q0rGmH#(#F34>=4MQp
z#K_>B!OQ?ob_pPuJHXBplkdca{{XY6mtMR6-;F?h1~H9;uV10BLSW|-Gb8CRJ8eJA
z%ni6FGvZ)*n8)c51m`E-86Ecf2^&xQhuZ*0(y<fg0C${riS982e36NJN7w<=#~nUC
z(dp$t{ejRn>C+k8&wmdpi^Sq4W4P{i++cSyClNdo<_Htoa!+of>|lxVM*Jds5=KnO
zKG6hZL4m(uV|ZHu2N}$Jh%tjB#EeIi#MIPapAo#6gZ;*1CO42q!U_k@M|tl6enkFL
zwn*X$`+1BAjfsgEgCNK`&Pn1U;D0=S5ZmAHf$hWl{$F2MrAIxa97({9%*e;zeDC)$
zp7;|vm;{5kp2y$yhyfx*9pXsZ548Er`H1pQVZH$;7}_)60&|GK1119={{S41!>-#8
zjy;|j00<0w{r!A8?XdLQ<*;BQ1dK_>;wL^%cF6Ow0LD+Z%)CRLOAZyMp-XiQzNDlo
zVYRxIt*n^}Y^7O=jPWh{Mqo}!%+62o3}PhyTqy!KAPK=ZfhW!mXA#&Fk;MHE)_-o)
z$GheA<R2=Wb=I6wSf)b&G=|dMI^OB^QiP}1QK@pNWloS>bqP`s7NsSWvfoQ!38x?u
z^WcyP31Ouq7|04W0FVyEfJn&$ZY1ZqIT`XdGo8E0I2hZArCtyI&He-r&<-PiW<R^-
z_x1K-m>sw2?Du}b^Xu%ar_JnhCs%m<Om>|7s{>#s?~$+^V|mCU24lg;xW{4k9Yc8>
zWNvT&0P0EA`=9)#CwK$pX{T)MAF1CXjBHizWDMdz!h4WC;QR44y=s^GP1IoXzb^a$
z=fdES>yHl~ZbQzaoX5D5HYX9__#bJIFn9`*oB)4V#sqddNRU9rFeE}x{>ubMjAOJ+
z`S#)&fHDqGli*K~cOnOKw+hhk8+G#EB0nD?@*kGLzo(oTI}MK6oxQU%GCsj0x47OS
zC&0;*v}BnBh&O}hwr6qV=NX-b-XQ~!Oh6#dyn9aZC(n4qC>|LQA05Y_?d>0chfMU`
z0;9wd4}b8_X*(Q@`;49^XfAd3$Npl5sp?m8)TWerRsqT$Z9z@EjDG`&TXO`aPASC1
z#FI1Iy!*yG91)xY97IeL9l<?@@GwBh@7%#KV1iWJ$OHrf8QWmtz-Qm!837-SUF=lY
zFDO%2M1Bi%T96pJQZ`p@TsD++*U+?uI*zp`)^e_$PB^DrbxT2LAqb@0tXC^qQuEEW
z^&5bCHyS6AS3vhrk<nDwQWCNV3T@ES!BP~`NW~DGZy*sP0twDH_w9|w{8T7zwf5yJ
z<zG{2P$_klLzM1<g*33^3kq#TO({qYN2r9YK@K333I==x2Oa~TW&}3KXW|}JBo5o;
z#2F*U{(F*l1m;P}1|d865Mv*ldl9iC#(VL1ur%HDDHRG%n!2dCq*NoR%N<h8tu3v9
zlI^gM;7f>GwBZ3NSPKd(qt@8&)D;cWy+-4UbzL;h(vO;AtmQ-HU#IJB@T3BumdQ{~
z=>m9teSLZ2php5340P%}N9^<+z;S@_4~0^sW=S)TB$$JYZ2(CJAmAB=BQh}<pXavH
zNdUxsqByK0PF{*C9Cn4;M(I|BRW7`yhvoXng*e?(n|P%uJxVBTaFnT0^qBTts@Y5H
zrn>(CN~c=%)YDeFcWy|iLZhuM)pb)-q1M1q>2W|QK@z@&6@^ZB>zwbm!+o+o(9S~}
zc;=`EB+0<fah#bE6TUMMiOArY*#7`(W^)JajAncj7|$06&FPwAOBUOW&(x>sTCO#X
z(grHO<+6$ZwK&)W!X9u+f=vBI97FvkuV|4%&AQYTOqy4P1p_UrrL&%=)cB}baG8~*
zNLSQAJtP39UZ6S0>n?V{<HN(=6)i_&yW9&xmfujMyoIfoR*yl4QjU_fBBr3U!h%5r
z^tea_n2n}C25Fy_Rej>wO55%!x6s3mSJhDz1tmtNmX!twDJg`ybF_sCrBz&R6~Q91
zy0WbyYjAwcOYii!;)>MZ4>+%_YEsLJ1Sv{Vi84&e7#Ig(1H6BJ3HO8AHsL_da3hVp
z1E=DLQTTWc192Q;t}t}X7|-HYhnlD|N2P9{sihl<{q<`OkWAnNsVDf5tR-KN(p1&H
z(P^SUd2cZ5l!&jcWGoc)3cB>X77!Go%GAhll?1rj((_1KZOl$`c9V_v`w193<|Lhh
zOc*0ze<{rQ{$e|mjuhb!EaZGg9WWWkK@Oww0LCh@TYtOPsnb<)saSa^L(L&VnU_+D
zN)qKgIBkWLra<dxz`-PKNs+YV_MOH&PrmWAW4t4M<2fVFN905U{J!wXGIJXl06_1w
znf!pA@GzzWAUME)`G;M$*aSR79S83k^pZ^Y+!)vhjsF0~WI*k~B;&quk|a-7=Kvjy
zNSP$@<_<Cm5j$;&#2AhIL7Z<6M)Bkc0ANp&WI^zDGB$;MV}IS_w&Um1sAC;H(RLsi
zgOEga@+4<`eTW!5Dfi4^pSD0xwj+4kdEy!Oi6eLrAoiV)ZH`7y1dPT9`~9|nAjC=T
zVt7yk9eu&>z-J#Hk4*SfQ$5Bz$K(dWM97eR@=2Yz_%G!)isvUbE_!cXTiv?Y?V2L%
zs1ZQj#=h8UYiX}KdfdQrs@GFVSLva<wL^ssR3I#%OaMn3iPSe9Ob|rC^SJg0az6RK
zGzT&@uPZPA0MdN}eS1$|4HNd|S2Ig*tPW7rxWms=J4<q<t)q399i?GpI>LxkO|2$U
z4;VX@jGUAVs|aVk+bHRph_QXmSq{v(vBIZ4xlX!R01)ORLnut~6a+vkf6}Xh)3tRP
z&$zFcA6hL4iKee-?f%BbN4+DG&o!tpl2r)zfMF6GTD@5&%kXm5Fc88u&~J^uhYnG4
zi<dfYR&wu7J*RF}y4s6R*Ejg>{_M?76=j1^+(`{zE_Wq1<8Rto{o^V|98yRjSmtFd
zWmOC4s-mcRmG;k5Z&SLqoJxU^610$VLF!IYtaSt5EAuPj1Dl-Sx6s=8iL77LHtTI~
z;xsgWgxD=CGg=sSlvR3mJ59ANI+}Wino6DZAr3ea2T|h=lY{xrPl1yMJ4wkAxtyF;
zi4SnWTgXS;^4;?)n};eW_qDuzlvGoR6uVR8k#eUjyM7RW1<wIQN>Ccx{UI-HHPkIk
zkhyf8&h-|~aUB%hv<Gs++x!n&Hs!r{-8TEDk!^cY!Un^2&MI&Us)1Ed<qU|%yH&xV
zMXRlp`ht=IQB;=Nq`K1&s0Fi7$ZabinSxNKB3yMu=iPcwPhSUCkH00_r2?~Nyb()R
zB#A{k<+hr6Nt_`e)I<XMlovS6$opnC*!Uf$e)0A^Mun&;Dng1>2v8zYP(cI~s{|+<
z&J2)1owqFc@A`g!w>3y`;Bo_u{6oX;>%QG^6;--fZq`>rH(CmcHJ{;AfEJuGXVQJO
zDVGKh@Hn6&ypAa{Kl9%w8^#2K*kc>-9j5ZO>#NlpMvma7ueQ~sA=(?T`IMBDlz`jr
z1-jCb57J7Olz@<w2*pu!dK*#@n`KM-TI9GQn&M0Lx13UvI#E(wS!n%7q^(V)5>l2r
zQkh^p2jD$^eLnE0$cDlL*QjnC1L8Y%&V8QDb31!rgFa7aCM2E4<V>0126rT2h>`Cm
z02#-8XV`Ia-!yglz>@V{D1MNDq}(VK^E72DP86p)5aU3BDKEC)P$5Y>@oT^-ouWMC
z`8&XnU}N(UF<(GA+y_4noiZO^s-l$182vL4M4TP}0FlWaLPzq+?*=#CK@qtmc-V0P
zGmjt++3~(G0iDcy9wrSl$?FS1XraGVNO?(NYHdbPrqJ@xw*rimrKGHpm?L#F&<Cjd
z{4t-|zu(ff)8M<5`X`)R*tzMwdvA8>Vzy|TwxLD6tA%~H<|}D$T6WgTS5s}MrLE{o
zcY23P8-2dAgpx-|Pa6gCyYSn}E>UvhO=|94X}7fP!mnG=Y3k&DJAb<|Q$bf@)Hf2K
z-SX*jQ%i25(#Q&FXeBNbs1QVGKP~x<sd-VU6{+-oqpY%B{{RnifL2>A^i|(6OH}nc
zwG<UCUYJ!X8Ct2@acfl-ST3;GZ3F!?cegQqB{{3jTTQ;puP<$CN*jG(xw74LuE|c1
zo=Xo?wNQ$C9j?zxl{ZgP^C=Efx>S{r;+53Cy2?)4y&UQUWcw?Nv)ZkbZdZ_<<06+h
zQ%z#6{x3}vN3YE}(>F0?N^lSjzQIPizSGrh3X1e@y7c0AOgqn4<y^@t2Y-6AYq=H)
zxpf|^A@!Bh<nC4-jTBraEm*QuxxnTDID>^tSQtu*Qjk=o9+agZl@$^?KnW8hz!+Ds
z#BuHN&V((;3L6c&(@RUQG>6h%N|cofQooyVw1kr5jWXgJlm)2@aj>{us&(Z$r6?oT
zS#ieMZMtfIQA8i2nw<?(w2(mQLv0}`0U;?!0C6r=l4fB0dBKwqK_1xrhZb#ehwJ!<
zz(dc&=qj+5?ChyNy-j6uLupc*plLK|F7*Oh6_sgq#DJcm>i!(DDhds%6pkcR^Jypy
z)1|(QmAXwsizIaPtu6%9^ob<_H0fFZ61A!nWoIDlPJGOH-|j^F>`wuaCniQQ1Q?k9
zatu#n+Em8>0AA1U!1(XsTRF)uivDEs8q0Lk`a*|FT&;I&nY+|eYD<0Atqj+ynVMBO
zOZZjp&X&5_Wxr4<E-3UNJzWTGD960z=Ps`2mac19>o)ByT&b+|);d~iEhR-I1wFo!
zrnar7+iI$^;ZRg+E)@=~$10pFQ-BVT2N;x|(>a1>e3OuOkR!B_94y3pLB!_}b~8V$
zeqi9xwxC-~IJgjtXq3~U7>*=LLG3D(#UTs^Fo=iRDr6~y3IZTd0THVK{;BFDos%7=
z@9z1Rb}UNCuN`Zu<OV6KsVch39W+3IZ^0_%brUI$Vif9_#V8I0BP3vmGvl#|_8URK
z_wq{W@f(0V;AgnNAVklwkW^rhKH_`eVgvyuGas%JcZh8hj?<aM_ZgoN9()YtSNZz-
z`@HGN7>S&Szy~KE#C!wx83acg`S2~so?7#!x0w%f9?JFhpGz~O(`%qb;_+#3)V?oK
z{L{}a&0TM)cqKM^bR{Z$Hj?6q1eEchB$>nsneHYwAJ6Ui=W>1usClWVd5M40+^*(A
zxoJ^Zrd58u-BqToI;EPb8y&`uhMt{vyShUPbrm{-Sz26d0OP^Jpi$AKYA<c|GIY!)
z0s+!(+pJlES?U1EG#<5C!MU-hIeboQVl0R8WE4<EP$(2YL_+!WVi+;kZ97imvCXLw
zE~I1_tz{9U3-eC8kb;$E7?3l%AI4kD135<w<VU?^8nq!=iOi@Nr2)M@I(ZYzZcA43
z)!toMp0LyErgdn#P%iCwyEa_0uT7dqnqA_yzNL_~UMd?>L;VZ%(ntyf@t}QQo(TXC
zaU@Ro0B`Tyanb((jqXwNQ%z~TDXuw>&N0nK8^4_|ZE1QU)1#GWcJFPjy1ceqv)0to
zy46Z7Jqt>kO4O#BSXc?^S2xd0dw9;+oJ`}tahz{HT`+ogwp2;hoePo5CVGRJa5Rbg
zN}&0|g&>|;vq$F^=qihTCk@CW%KJGd2##OU(g_F+dA!>))6?l}Tg2cWMA=75*F(D+
z9^Q*?vgB`O%FSDd7D`2{=^#cnMRE{b4>y*#Fomj8-RmjBTPsanGJP@fb--0psVyt1
z2n{$%Z6QKol_5j|2`QBEkaXWHwWhqK7acXrt$A>uT8n1!rnIf^P*{@dOIWK?-K3##
zGwH!eZ556NoJc`!Cmdp#&Szo>h?vQP?f1rGdE>Yr1^nRUKA-q~(Hdg?%smySbrrI!
zQ@3!mUo|bB(Q;e0+P3pwM6}XeYboA;*P*PVOCgjw>OeweLqDdW-BOl>8ZwbE=9+S>
zk_?X63gEzsDz|pAoSYjbqMQXgbkWH0lnk+QY~TmY=*^?{j<#wO`%3b?)3D<jTJjUE
z<qmk{&iVUUC}s%7AZbSp+jEveNz>hhRYfKWff5pd&Q3I4w2l7HRZ&A(Z>egsm3<X7
z4>Ij7+Kt5&!Yiz`NNVdu=?hO#sG~}9poOfVWj4|3Nhw--R+3Vrs1QLC3QWO~kZ~y^
z8$j9bj9aZW$Kpd@-t4s{bQP=9j$5l~l<Q&Nl+xBqZB;`nDQV7?+$gIQhXCn$B`z|h
zwBlB+b#C(God~(p)7;ufZ4&Yl%~(Pegr?%kQ&eUGe|opm)6@b%QkHgjIRnc=#7ZiM
zW?Duui{+bSL|ZKBs!OWeM8H#J1E^$&h^012JVgP>RZV}}ZLHhw^t72s1iLF@>$q+9
zQovFWC0RquI*(~2QYLj0DP$YBP2oW$4wnkW;5o~KjU%dH#Aae-WD}Vnfdu*67>+k%
zMErVlqeAHG28*@YbOm*{O<E{ycB;#*n)>z4yM3~m6qIOn%1uo}M(d2Q(@pg*h;;-4
zq^Qb{pC+2uTE3cE({FKpoHKF%0M1agDPEvWb6s5xwgBk$>Dwv-3xu3YRNHImTTAZK
zxM@~ls>XqOk-_wo`gJY!voNF*f<n?9M_Lk80sN+|=u3$dTh2x`lSR6`<P&s3I3%c)
zNGB!)1O!SVQ*VI{i~<$wu{AdS(-+TVtQ)Rg(|sh+tY5f^a0saBsZ}DxL2e=_Q<RGo
zsu0{DVjMD40EmrdE?#^=Yu;M(J5cjp!iz0dr_~>i8{2nkDw>N`Sk!lBZ&wtGT3YHV
zmXdB1?7YE6U{hhfo~7@_)6Wlz{$+FW#cR`=#)nDUZB~o2Z){WPt98<iPFx$Jte|bm
zhi-Svy3~g0>*|u0+bw{%dX!a;HIhaL_u?lKBN)US4d9tD1HZ5&=1-qs1i{Am_v7(B
zt!}9((rEDPjVi??k!bi*{5y1!A(KRjhzJw`B+OzaB2f|)a8UrSavHs<t*sf04GY?N
zJ3ird?fligSAr}goxWW+FIIFz6jU+YxJf0PfE=Y&LIIQm2#$WIzhPJG!1zS?()elS
zpEkZEd23s)?-ovc)pGkyRMK-7m>N&ytvYW<^5a-sXrHy|3%;MFajTm3Qm7ud)YjM6
zIYnDu)dDP4v=;lbyvqHv{{RZSkoY(F$Y+yWfYWzvFQORb4uRB_G&hY)chyx@T8i;g
zsN1<*6JL9I`r2ewQ_xVAP>P2sS*mWK>QvKH)S`}`RQ?{mJ$^5K6!ewzLVP`Q$5V2<
zN@`6;omqOb*r;^XQ+3*fHp+WCu12EqWVu#TxaGEvj+UW{T83$A5l2S1>D_jfhY^l>
z?eP!KpNlPfP0UVu>znU2b@eWswP`9_<-*-;X1TpPWOlLZZM77(3thU9p^A%*bwZu_
zLseB(SyNM1`}Gc~!>L8vH<MfbR^WYc_N!UiZVJi^yd;hd4starCk85|*b@}RCAftp
zM|A|{4kMTgSd}#aV;oe;1Ta#Gj5yB-2iYCG1UmJ=?maNYve|OISJK-o_WJv+&aux%
zlG|>isIIQ7aHUH0>1gSjb@$xqO4Jb3OH=}`m`RJPQ1Zu_I!=f2O;gL=ai*<hO{4J(
z{*=Di=z5+~Qqq2I<8P*?>UBy9Y!?Y$5{<_jU+^uVRz4>AUs0;=bQ)gY^H-7UTxu!4
zXo`(HccoXQO0_r;rxNn%n^TQ0sV}_IrKep-q_+DR`$TlFD)jHd#<{Gr>gTl`YHk`x
zeiWM9JM3IiHBGH<Q>j$UHCsjLp`%mtbk8!h2GSDcN<)_F>}}hrt}VOv*R#`%Ny-!B
z8Vfy9MaZfHAtb921d}30A;l6VRd*2qG5A#!OM{PJ=|7{Lzo>c<shYJTbWTP~*&%Y8
zG8u$RN0Cp718y^#Nb*t&xlLAJ?bC&soB)L~NTdt5E5%MN$@3OAiO9#e7>&dT8;<ej
zc(`e_wxFt}cC|LTmgw3~Ta{HPO)FlUr7Cf-`E7Lx1pfdHG9Fr>r3g}zQYPwkT3b^|
zu~}`FAi|WUpJlbyTwzHmQXZ|VlTeO`gt*KHKYStJ+R;F*x?HYAD!#t1x9U>U^A!%d
zgsEjpS#2v>OJYjQHk6E$)12GY$oU^Ed;b7%{=EAHGgk|?D;>R--MDI6Dyo8})~kJ$
zw=0yUR|Uc=)PzzqP}+J(ZNw=maH*o=5|Zj`wmorb(RbT6pwadctEGazn&U@bs2@#X
zdFp4Ib+lAlno4N^0zv)0TS|**>s>RgKMPu0d9nOh#!qqVXYVAzn4D%K+rydm$&fqu
zn4i3o2;=irG}cV$szRueq%vwIZ~-C6aN#)&1F)3E5h;p2KtwC{YURrpO`bGeR_@v^
zla|gAIHsx&5KxLDvPUiiiX@>*au^4QrYH$_3f}E``$PHp%q<yt(6?4JJ+{k#vsT!y
zE?I2Xsv7rg_3f>igom8ebu|8=r&`%6T`JP!Y9-Vy!dyC8r*GE{FQ{x<n$qKK-8Ajq
z+kCdI)R!7XeWtaV`bD~qq?cPwMLT6_O43x2q12g?M4z}KB+P@kgAtAJC&U;W895-x
z{JfaR_n8DhgSg`n7j8kqwsOiUEu$8$%wsx16vPu;Oqe7*z%ZMLIe%jr;R5}T01Dl%
z-A~jD?piK#@4F@^<>3gLaWW6w0h~vbCmpdq%w))zCSY~^U{nC+8E>{@7~6*JYj2N!
zbZf02s5Dj5)1WAAx{}RbW4cyaY}eLqZctq5mq}QboUGK<v~0NbJI*)Onj_Ga7)T&T
z(Z}qX{g1x|pB7&M9H{44J-KD6>vi_B)ZEQ^dY;eBjYnoT%PySPx`Rer5{q4;;@u6h
zlHR>NSw-@zq-wsZvYM*rQBd_IWw{LecN6YAXKBog9`Gjv?X(^7<WKE5_~ZC$<+Z1j
zJeKFx{{TjE;=@^Yud?ZiYc`avrM6Vxt}orL>!+%?*sAVDy6cTaMQfDR70*+%Q1kB6
zw85yT^>j<B!FpSCBJ|m2mW$&|Hjs9^XD?&H!YMU$iP9CBl~qh(I<1ZbP=b#NL$Oo>
z4KJNb)D2RQV*dXCyyfl}j2WIetLbG-=<L{>$8dJ&ks=TPs;*!;%mw2y$BgD2ZIpj$
zKfz5`B7QS@)yp4;&QS9K?oerKt&N=~t5vUD>uP#-ZW?CQbFZUa{^x9R=~(Rr%A&fN
z@ld*yQ-+!p_bau%+AGb=nRhE?&dXm@YrI?Qtyd}~`ZbpOjU)6G)UNaehN`J5n`!!Y
zI!ISbjiEs*1|dL?p#D;PXxq8xr098r&u(w%g>#!xRadK9IeWb6%_&`SxYAa=Z=kMj
z#^qfdB`~bB(pz3rR+?&SdY@bFQqa({p+?0Eo8JZendermtmY+7qt+DHJw<G=)Vo=x
zu6lhodd0V6x3b+sOjOwJ-n)Gbr6Q%8^!(ybnxCW9Eu%$;))&^x;kPf?$1T!|Zg}9G
zM33F8Ci*=@8lB0^<ut{@PRa_o2PvC~`60Pt3J90B(DV^4^`$mF<)e4>ZQXdy!dp_;
z9jhSz9gA3$B%q4r`AYG!t2l1`q@beLvB{v_RY2}csgYf=(l-U|dWQ36Alq(LG>Ho8
z^ibhlIV6=z>0b3IR;eV)+f)T8Y^4Ld9HIDC*L?TUmfd#k7J;F%UEa8{NpNz$?`FQd
zZMBtF>Z+4RY_nV_YNEQ4+I0NYMJiO-TcIUvwA<Qi%ndf)i`Tl_M>PADO=(SAsWj7d
zE`$ea5n{a7+S`4=+ERk!$)ye~Bm{LVf%M~!jeIVAYVy;S{I1emuhtfAT#D;0UE!48
zZB#az+d*dcsP1=$+^7#;Xsg=!b97oAQ*>1TC9b5%APYAAn7Z3rO(d*Fec<`Srm7r*
z*se}kwb{8`%aH{POq>-4rN$0ol|y}u?p}ZNbF%buS5>C1k4R~wTQ=-uEW>nGETXZA
zD|fM*h+>R$i5AGOz<{$f%Dh}iq;(r4J)oc<MKrsa{Fz5CHKpf6R_cpOcl#o##Z47!
z%S}6t)zY_JNaa1uQ?k>Brk0_n8fEG_N`e;BmeLUWXO85219Q7rQt~o~Puv*OZdK`O
zx_vWB+K}Z_=FMlc+o>%NIa5hq!d+9;?I}UBRvK(2aD_ayjC;?2gAP=4k5%6_{Z;E&
zY5hTPprS*M(_AeHwXJrmTQn4}+$k#T^@~bdVwHy9T`hGgR>LW9p|@1I;P<bn^u<b>
zOP5<it-j-an~1EUO5LVkO2X-Cn`^C1tx!<=0d1(HEwn608UUIDUhL#z7IbD)QDupD
zBD%4>WN#p{3j>0+L|r5cH(5kn21wuxnF^Sk3&a37?1Vk*=m)HiZf6$Dd#6rsV_mVf
z)Gw^yg3^}UY?}q5Pdf1^x2mv}jY;%kh6Ur!i-$@&D|HkEj$-cj?H{YRR{TIw*4xbw
z%vI=1W7n_4!w6*;mvttqee^in1f{2wNbLzzOFp7oQ()kyjRglEV<eFt3EQ|ZBPTeC
z#paD&PgvifsO*%NgnF+$YMOEC3y-f+(rPLT?3FgPtxdL~k3qDrpf-PZ2}3rGC3VfB
z{Oz8hU&BSHnM-U15+|nXOccXyp;#WXWyK*uO8StntCHA+3v%Cyf(Ise5lqr)+Dt)6
zR^^7q1i01Zmji;6n0^v~7l_-9abBw5L8+RJcweQ5P6W49(}{A#BII5t9t(nC4Z+Yi
zY1#z58Bu=B+!Z*S{GxFQLd%>2cgNp(895jP4B#2e@l&%|Zu*MlNoKIyE3X$?=RF!L
zb+(!6%F4F@DlM|ZDN~M+kfK6TVIf8U5^5I>Bd9IS`tDFUQ%XltYpu#n!j)(eJwm!-
z;+sT>>Uk~X2oj+^EB%$+z0q2$ncBBiYZQd1N2g7(Y^q&SsN1G;{Y$F_Qk;D%N}Fxr
zX{DlghgwLdtax>xlsMm#^tn^B?P;5hM(1=9ZHl68hyo(A>nxL2$?PB?LpWU^P)qiK
zJ~I>qKmc+YFQ)72_NQ8Uc-iM*^?}>Lbnt`)6>k|26#8~qMyVSFS@1>1JO(HzBu!_6
zf=V2OIgVbL{55j-{EKpzMJ+tHv(r~xbXJm1sH?karyQrOzY9|jR@79~qtIddifgKC
z8B@+W>%B6-PzmWAI{3=xZSR{L)xB72sjalOURr9cZKpKwplQS@_7!?fB~?vIipxtc
zeh*5P5X(%V3^tUXQDnG#ZTm+#w`S$PA**c~3tYEr)K_L`X)M<3CHTKk$VQ~o;p*Bz
z!|yJgO<R8y1@yR*+PX?qhg>DknJTKPirSir+Q;6itE+wLnyQ+Gspsk{A6lG#q30G#
z+;!I$w;ge6C2J*0QSCu!3=-3><~1r|5Hq*Wo-~c^1##L^KM6&{q|UK~qM49#b}5Q{
zW#CO>WB{NQ-+rE2n#$O=Y@bJaJco*mX$2K6a-_jl=rws9&EuA^P}0%J6gd(}KZGUB
z=sv(IXKWpZ7^){Xkn&99^@Bac{fDvpgR8zq{`)}k0=xP1#2vG|W4Von;Nt}20F#)K
zABe%s_9JNb9f1>!h{2wv{lUMtuKxfoo<2Tb%TMm|>+Sh`e(js&hsAd?c?Dv+Y0VvP
z(pM`@+VH#GMLwmsT<c3$2WY719d?=9W$w<jA$0UKsatL-#LHmfNErK^eC5@=^3|<t
zJ!aLRo25Obmd8&`WTmL0x6@nbs%xs*ZKkU0E)SI#>*}0aj#W5RRseti;}o>h&nTsa
zoOMY_TEk7L#RMV>oKQ$n2^*<I0Fe@Ssf$;jV&z*+ZwPbKTU|z~vVAb@ifV6Dq!Ln(
z-#EYvB`PT>AviQGm<H1hE(Y;U5}9&S5yXiT5OSa#se!=8;^E24LIK1I0$>0E5#Kfh
zhO25UwUZsD@;8jz%NiwAmX5X8b;TIbM(0&j1thpY+$bHw$4N6B$);rtBq?^PNH7V2
zGmYc6A|Uwf=d|(c%P&5#h8cC|I!e7ZP_>ejoU5e)O6d|lqB?V!ku%DE*H4OCSL+s^
zNkRL84K@^qC16ogEnh>a0SZf%j(|Fc)Id?|hb?{t`E9QGU!k>C?^bK;ZNpY+8!n}O
zhfh~&`+b^}>MM0E-{nOWPM)|_R5ZeBlF%;Kb&!<;Q-r4<c3zNHTV{^uRdA9|S2JWg
zJ99WcFsbuT#8L<eN>boNawCxd03EAi(X9y7EqIlghtuX!&YnR>CnqD`a%e@Qn^l|@
zswGWTfWV@vEFu7yV*pba#sCWBk+u2+3x!=R2@Z5P*QlDhrvCtRTnjYR#eE=<mdC2L
zNLs{znO7O}L;N)JYnYmLmsIlemzBDv$x^oyPkgv)4Krn=sCJG207|inYgNkeZK+wO
zscHH;g?z<RD|NND!BScdzlL@GnnsJ)n%_t=`s!NJn!8eIwyGWJ4%DK@c&xRep}>F}
z>va^qqJwD(>rn~%V~(i&D12CQH<vt((t00UYPYN!gHOAt(^E`z-lw^@P>Y_YyWVLX
zYO2d;xKpW0rns`&lH-jj3PDPM1SsO~yOQIGw;0RWu>Jn=+ty?j!omCTBzu;Q91E_^
z9;z;K2P1U2g!}{*{@Fxvjl<FBOSHcB)d}k}T(5xBh&V_&rAAaPD|Xxku4uWKnBqf(
zwZ_%_P=bxz$~xs06D;Gf2O&a~55>!kTW!{Q7g5|arl+N-(|79)N>N>BWpvC67oI~E
z?GCGBs;77@mzaHrko7=QYi($F$x-?iSHs63*Qd=A`BTfING+kEb2>`KZUL0igr=-r
zO%b?yscZ*B#;2?(C0$}9aHryLUuoWF^UGc9ohbX2I)3$0V@<ZH+GpsTsA|`yES6_#
z6-!jxRV^24ZO=HAyxJGiprs`RM~gIbkDG?y_&Mg6F^#CR^8WyZ{{T((H{std8}$7T
zk^E2Py%5|Z(k=R3A4y107z?)2xv%JpJ?aw&wPahd2a@dw4^iQHAl5lm5a3B-szb-F
zlZ42dgP6tUm;~TpIGV@NjcC$uM=RG`p(HGJ+QV$gPo5Uans9grplDlaTIOig__%bz
zc8Z~L$G(hq;mm4iq_1R1<V5KiAWI$?le}c^HaXk8&Iruo0wZ>L0rBt7uZJx!L!`7l
zr$F58cI4d~qgJW2Un}ZaX76%c+O2}SW~H*Ww#9pksAPIU#HmFpac#?dX&jsqM`+CM
zae_|M86!FDPXUt{IGjc%NtnUxWMp6n$>PVGx8ZJ9Assy$)=`iuMZvSO3DX70Ly(F9
z0F*%BMN}vV2o4Tl@vc*|FU!MEB^R5rZW$YHQPTyYoV|=x5mm%<h1$7Uir{jbinmq6
zHj9}h2qhI;qI_`>qg!L~5%G=9KZ%AYsrB`{M%!DUy0>|3>03?Gfz?(wM7w)wQ`bxF
z>C{rR!oHRmTVYP6ryf(TG}@D_H8)z?;?b^BD-?w+`j57cnRnCxf1Fmfmg{N+q^Tk2
z*V3}JBn3F(T{1lNPU2?=?J<+FkVzYGiTjT@&i&x|-bn!LV~^Gz8Y%^XQIO1A$H$;1
z6q>duks=C%#Bl%-5y^ydIUgKj73RAy8=m}`R^hwm-&`|Gpw+6fGAaU&4B3(dY|#M{
zl!Yoy&><2@GLWSq000YBE~{-tP%01Gsg#pGm=_L*Jungi9deanmADF>Ql53j(6U=Y
z%SS@uZr<%n&a*=GHD9KZw5cv4l}{(BC<$e%!%pkZL@7+LmsXU8Eg?;|wTT*b9;$ts
zN@iWDsi=9jDe0-(ThF}ns|~cvO*Rzct~%m_ZMJ}=DQW>AsKLK(oTcWiirDSy^~*kB
z+3fV}m*2YF^k$;B+Zbg7>v`(xyK7Xfwv^>gt<Zrx!3U38&e}FQNw{>~1s5<C5-hrD
z9b;qzg(4iq6Nrd_2oMZ85c3Mgv4okDLEEU<nMnrB2ns%O$%D6OGEam}%yy~>sGDMN
zkmeJtVi$y_HgHi8qUmiNsr9y_pwe1m(NlHQS4Y;x4Xw2>!|yoTPCnvF>m8?MkcL}v
z#j2s!n?g`Zh?6-_Ui>oi$Ces-{a3CuBlb-@O1f66u1US=o2zv0R=$c_WWLp!_i?Ff
z)~I#1L3M<H;?R{4PCY&t`Hf@ce>!wlt<{xo(`jpMRn1q0w@Br{GHUEMS_&$}(KO9V
zt~*UzR>3Q$WYnRBR5sD+am1^j{{R(#7Tk*FA0#z4htYbGI*$E*sI&Akojt2<Weic?
zXfBQ^%8RwO+d_p?Dv2&K8kHA74hn_>sobuvTblEYysg-1dvqi%=^nr`(!m`h=dptF
z3b%Lw^|Hid(9N0<jsP8|aQk3m4*-V`P3cyZXkFEznw@-KTAVh{rdwXH7R<AP=e46d
z`0OpVQZU9e466m_rV^8yU3kM99oh!~M8r)#YGyI`_B#pA-KGxXa}fe?2!eOxV}25}
z-ksJT5WKq6+OFF}c(B|muj;L~T-a`=-&(pIC4RWkF;PzNQ*Sn_g(WEsIF%u42?Zob
z<8FQ%z6QBv&JI!O&SC0}U#%!EcmDvz{X2b<uE|3{6K}oN+1m7+uhZ9uONd<)>8lk^
z(lhELuASEyQWm{2=T9#y`4!GBQKvM0(^00MN7mcbYSgXNrHi#XZWd}wiXC$0VpA;A
zztdLpX<H_h#WaP78DZp9FyE|h$ZNTKs>z0sa@uvQbi*ZF3w2T>Cj=8ksJbfw%4H7G
z;^~_NF%BRZA%Fl37<BY%{LyIbAJ@C;+KZLb*=wfApJf_ZCT^CTj#Q~#t>a%ZI%^RG
zCgEe9CMI1q&;U?VSccC5x{dLh$<9&fzlW`9sI>Pkv_6@>+F#P9*K^bQV$Ec)3aiz2
zOLbE}F>R!#b<{g=tE>(s#V@HTB*79mgcX6b<o$+!yD^c06SUsihnf7#)wDv{s=0-(
zH7&ELw?7Tk8nXR(p$cU|Z7<~RRrNICO(+7|gI!1<C_&E_G@R|R%%1TwXJI>>Ze;QM
z>Fup4XhJU+FEDAhD@iW&jznA-5k*$*5i4?;$<CmZsvx4hK%ixfg6D|C;PjZ)`$t-}
z0fpISSm{_XZ7pc{CE`*fYG!)<oRrJeWmP0wX3c>`Tgf$K0wp@4lLWZb;ou=7CMG)(
zKg^N=_s@Sj0mSvL>0M>H+wT^tmC;<SRn&JYZDU<Nr6qL*Lv>V@C<+Qda-N~K-A7VX
zp0p-G5)C>)8HoE#ZSS~}av)|5V~4yDF`c#^_#dg<kYXSnH<J*jDTs2E<T*r!DT9cH
zD25DE6xjg*41j=ufQCSN@6U*;stTmK3aFCEs6|m(Bb_x7RU;JXsG5Z^9W@g<K;$_@
z3_}122pa-B8>zl6ej#;+ow?~vMa*i7`wiZO`(@UN8h=U9uC{`uvdu*^)wcT$C3>5A
zvRiYes3~Ys1muIRla2fN`;(ZDZqg!55IBU8ax!53@^&%^BWMybJdwfJ96-n4w%yJ@
znAmaQjfjbdO+;d2BjV9m{MAy9WZ9BRtAH;tMB5~h45tVIc#HyW5CF~t0kK@yrQ>@#
zZ2I%NE^E2#HvN&K%bs>pdDB*)aZ|H5aVqK3s5j;q#{^P26XP+C1;~ihLj>=z?Y{Xl
znf_<6jt;3ZKcAco;CF~8I6LEu`q#>CYhNv_-mJW{<_+S{P|{yw?Q7ARlD^pc3I##t
zYv}E+(zwwdP;s{ugOUtyZBpsG{cUAMwwl#iYbjk@6;$r9s%I%4ZCwsARBAmW(z=C0
zR@>@rVNw(U1aas^+eZp0n|DpzDv0o`nk%HK(Kc`;REd~On23Oe4gt6bY&%vl^eoI`
z4IN2D$;Y;SPGbizm^x^K#P~{XV?~!mG~AF%VjGPU9Jnz@AO;N4wjwbz<fm{1U;#d3
zzqsL`6_lkZDp6D<BuP;ufB*!^CIG=FVL6<FG<~AZ*?Uy#7Ac-j@!BmVx~q;%bg5*m
z3@Cwus&zI@!=s>s0oE4FI7@m`!AnZ83|(%`CbsBRB$YP{Q&j3Fq!guYH;lFjN{6G!
zGy8VHj^5DsWAtM4(;M{bw~&usxep-Q;uW}`0DPIXYu;{Lnb+D@({!=Y=)0w54GycI
zVyfP2({r+=7Z+{S%({nKr=(p&2yx~*6#a7rvZRL`Z)pBKIbX<rTXNS;Uo`fD(v-KC
zwS_$jp3=I0-KCkTL9|_77RQ%rr=}0G<BcM*Z;<*2$n+GGP+4CgDRuU@w_HWq*{d}T
zrsf)Pgjd>b)t0)XGWSV&mS4BMPU9^+q$AdCl_d^@AUF>~Vd`FB>&<3{8rC}7S8ArI
z9QA3M)Vh-KeN8*11qI4<T`KC5%Y_Ok>q1hZl2b5G6{MAwH1_?Cy3w9G5p2lZip24|
z{2(Hlq&Z4LDh&h{Il$@)iJPE?1VE;)s<n0A$Aa{8x-@b2og*Q3PA>gscaf2VFtsz+
zOqNMiS6PAP3ZoQT9VWzV?1cju56me9>5ScWzrH@vq_!!G1-$?U=`AfHn58`dAex|&
zQ|b|dw%lq-l^~D^vfXvZ+*7YDZn)u<t<@=REkpZCQi_zLxFtlGz?^aAj??xT`-tk>
zX^s0t6TvV@JCTw%GujXL00{iJvcv1c9Xvk$_pVj|01dvsU(b5<O4O1Tg_NlzDJn@)
zRFx#iP*P7&Ab>%c5rZc+hV>2M4LHi{T&iZEwqI_sD631!Y$PQMT}W}%qoq9^4Xr;x
zP!THXp@Td2J4a$fgD^k#B4q8Hl1!P21QQW45=MLoj@a`O`1t<Ln{?l=!#*G%tcQl(
zHtFU+qo`czyIHE%;ksDaZ`9~We$4BX2AwHFf#{=fy-4eeQR`o*5)1^wQUX=xZT4!g
z4GrVvoN}krW}59xrhPUe{WV2>Id+*K{Y0e*?tmpk^xKk7z=7`uPB)yK7#{sQaeQg+
zSaT~@P@ATe<>t85*1)F_ZWawGe!S52vZ9Ak^LG1vLjg^!bhv`&QV1znkVhYjhfSI$
z3c7HERQQ0r#|oy2IEQdA8iy%(i~u441ChY(wR_`Yr6wHqNQmhPM|`s?En}KEeB+du
zln$Vv*)^2lFA+e>0eDI#4j};$%^lr4bwU*L47XoSm;PB57U$ZnL(WJL%WSB=u_Zt&
z(F5sOOn|7OxZA9_wx4NixY+?sI)yg0C<%g<gsCcw<OrMy-g35v?_jyVL2;wGSuXSr
z`gJr_)YUfIjT6NQS4~AVLK&*3cco!nE+q>HP=G>&&Nry8sX`ci=IiN${{S?qdy5TL
zHuI#3FRj#<+z06;DtIMIN<qR>IQ<H89Hmf(Dadk^#5qI^Ll8g&3{w{%B@i5efJ6ib
zA&{>ksVv=95M48(x+)zdkySIMs!FDDB8e)Qzz#(dFc_yHfDA(bl)wT5R9R8)zk?GH
zBl{;4kRX6y5w{&B{hj=~&^qqp&039Zr1a*ie#=dw{{RQ2)OMO1)jcY1Zt9Q3US^u&
z%j^ZMR1^qW%VkMPN_&~m1zj}Va7eDPIY99wyH#bZSW1=<+ESLS^}eGGBdID{!d}l=
zN@E2zoiTmA>57k<(457*=^KrDN@~|`yWTXjp_UZ2u+3G**;3jnloYsaJwXB0Eotdb
z)OEYY4eiHmNy5iSnknPbwkj{mD-=-VJ#6Jdh@f&Sg_1z+%q1`n3Z}>jL`pWEhhOkI
zVXAhe^>f<^-VksrN*(pOu^JsW;QkIyDY?KOBH@{oVD0h}D1yledCdvJWY5B(H<$K^
za_d0oONT0|G)|M#x>5VpKD15Rn@(CNEVT7$w!5Xxx##I^?Nif|g;&=$m4?BIOsFIQ
z&9G<8W^uIO4|C*w<bXK7wMEOA+PTU*j;+6HePrNE?c3{b7t4mHd@@g4-!A1{Wpzso
zub~boA4wzxt!dbs5kXC;rC~{0R8piYbdaRTAcF-e83Y`U;q4qO*hjYIw;2l~B57Bw
zO603QII1GQIqQcc02PjPM5rXXZOSGv{gi_MP{BfV#{PlT4O6=Bt76$o&V!y-DC}+2
zO3<WW3?QQ7oF9dPE!qN)-LY{ZuO%Xvob3EYQ2b{z+G9BKKfmrg$dV5LBVjv(k0ZG|
z1BoLOCL(x-PG<y>`s40<MD2qjcL#pN?;DabK=0TS{pWGBXWAak{5JXdhrb>*R8(^y
zM{UN^B<BQpfhS`ijDoiFAc!N_0wzD6#z(vuK?Y#RI3hQLK4)nkU~w4W1}9@VC&@4~
z7!Y!I#9-%uZ~Hz0*UKJT^{1cLfK*~22+q?nlO{;)4}4&q^TGL%9rM2a#E~)IJ^Vo;
zF`c8R=kzDOb|OI-GaMO#)A<8~h(2-%5jn;`<sKON`D3ozd%t?4>Jkn=oEQN8pyc8Q
z+{xhL5OOj35GSPL0x|dOAms3;+>gy4<Db_&KX<pw-}mqC>q^R;;3NE{YX0Z(G{^q{
z!qd)s>;xDBW_OHmPi?@T&kzrO-ao%QWNvU6=3cJ^i2O_ej>eLjbMGQ!w)<ln5;3rd
z8;tFpx8J#$-^AASs$c0lQG9>n-P}IxTo3wua3lS|E_Rp`CUQG_$O1-o0OJ$FJDBs4
zA7Qweh$O(1kIfSUXq*5Ek@~^g5x(8biTX=b%D6PDS~{1K>w%WuODjz|cRxqWEG2}j
z!h|Vlk~(5!aIF)d<bB>j;nTz0*FIVBlI=g-e>pzgrvq;Lg!}ggyzF;?cFsynk(u9%
zhx$0<OuqGX(#=A;XM-=$yIPlSLVt<IsVR{1UP=%;heL_#>Pi!pVg<LRseN(tcPp#O
zEvlKydUQ}xI0yPh-}#c|T153HsiY*7tSCZ(NmOUY8TNlS#~Ap4;~U_7E%I<DYy<u~
z9p`Wlm<MhqDd{Te%Yu@cqNKKxrv*C>I$J~%R<PO>Qjh^9N<Ab=#2K$Uf3`GKEt+Q8
zN{4CE%Ywbii@S($1O-0Rl?r7nte&D$8&VV12}(!`;-68dFEu`xcH>Zlw#UmQH03mj
zED!xw;%S2^aWarea47W^5_*b{3VpA4zXP`30oTMlHph)r4wJjnid9?<6{(8W)a^Z0
zeSIrTttslk^qhUvEc7d(3uq}tCIK)Hk|{LxFlBYOTB_o&Q8g6Ss$PY%;tV!htF0+v
z_LiW2rkakGrC=FSMY%i9PSLT?w4LT8X98z1u@fc??;bEn0%u}-j7~t|_4W7s{xujM
z5ghHfV;&yy_Kv^<<AAG;yQQL?rv6^U+to}z>I$osTh$G`*nk^)fwZwsdebFP;)+R0
z3i?WwSES}9sJA$yM^wu+#nR`<CX$_0X_3>=*jg1*%XlA4PoxD12c!TjPN>i6GGin_
zA|vhJBe5Jmc$wZz9fU?CgYP+?&5;g+ikt_Cdw@qfZQvpyw~y=1UrwsutSX+Ue&j7z
zx4HrwuTWL4uc4G6B{iUhQoiGfE9r5OPNMKk`k`(;Yuv3@3q3)mxYIdK=S-nW0JicV
zkmC-csi)c@K&8giq>w?}7^Zb?GXu0AXddIVnT*dBiYw(+DgzIptA!BgO6aT5USOra
zP$4K+QeI=z^<7g%r&5;IvhSu`&lA_*oyYe6@0CDgI&XmvpgHo`dVZkus#NwT*l&oy
z2Qn}_nTZ(SC%k}QoQZ+kB5-6x2=Yk=Zl-N^d+LHL)nA3&Rkfz-@cDPteLtdt=6X_8
zOoX*shL)@V@|0tXe&KJfwp1EhjVtt(C;;?4lAffQg|@H?9YF*sE+I=oyC@zaq%a~l
zA83Z(9}JJQdJc9PmHf|P5sY9=3{R1OWQik)W*|m3B)~B_#N%=?B$F~A@eF~IJ;!4^
zfI-9=jm7{1HsI=!0PQ$A5DaI1%;ew_BgYDyd;I$Oe0R_7%|#m=Z|p>3Wd8tbf7U?l
z!86$8#ODVmvFu>XXD81P@38IT-2VVCb$H*m3SuTR=YJ8InEMEvjBuc5Z2tbce*XY(
zN{kUOAngQroSl!~CL~Xe5sZEJ_c@3%VD_JLo*@LE;Utsy@9sVR;&zZDg){l%#>OT`
z=N@OacvIW-J9zzm=!cz%i2ncskUg;k?<a;#=f7?I<9v+ov5)yOCK>Du9gL01&O08F
z<O8+_{3+keMmzTz+wY9;0&<{xvD2r+!ygU9ARbi|<V@~n06U4_-`{Pcf@J;A+>X)Y
z@3uxHXLuw=V;lFF@7i%E^4sYE5^`XV)OQE4J&Y@F%mWH%;q)Cc8;1DL>**YvPhsc8
z<e3<Zco{wCg)=aG$Ach!j(ow9xh7#9jz-z=a8Kk2k8mW8(Fs4O?;BzyouKA_n2>l=
z>&x!?$4@$s`4T_w9l?$LjQemCGEBe{34ytj5PP4zh=CkKv_LbkjGVzE0K$kSBOY-B
ziS})m2isGqq<AufCDqhCki|M%SW#_isCcx(Ly2j^*eeBon}q>EwUDMmu75^+JcGw!
z_UETclAMm@?GudRJIv1b?gUBWd%tISv;P2>i>KnokJSGFCzsP|HG!Z7&+*+aA1~`;
z=6*xx`aL2R5$ePasL|Kx+oe-s>dI$I;JTV86IiBjp&e)_q*|mzHCC|%E2yM{#Hw9s
zwE`P26u3zasYz{Ul}A%-`ffI0ppcrA1SkUs>A~EvzOg_`!S<sv?>1^Q?PO1!WI34o
ze6C_Vz}p5VH9jJUmxwc(uym^X{tUGi&(r{jMt{{gwzD11v#!LPhi2mZ0KDw4dnt#D
zi8cEpj#8y5`A6Z!c7OJh3re|Dqt*UsZ;kT`g-t<c=Y^~KH>nX?U>}(IV^*tRRs(*a
zXFWv&jx_v*XiAjp3uP^(1xBSvrH-_fpd{25y1hh#P!beOfI7O<K8n0o%b}N3N*)a*
z!A#m(bETA|AwIYtG*SXV=`NI&Oz)a|j=J*H>#nWm6nd27sw-NK5=xe(6(0bTu-*WS
zRf}o*m2V*f-X@gfxN^U0Gk(Ye+7#w;$cJckz(RBn!yAZ1O@ikYxB5eCH}LbRk~)j(
z%2tp+j*5=%gylQn#qP$y*c>e*-LW9LtL`KGMJ`zinqXxByk@!V`l9b-Q)#EVJi1ca
z`lwcwRZ;>|(i?W3q_)x$LcX<AtSLbOA!!9FP1Q@NG&Swso93Tp%~<9WaknkclMbk+
z9d?nQNf=S;P<e{9Di&5@Y6BHdh}g$+JdWZqIT@dFMD@1YbG=s6TI}}v`>oEo!qpwR
z+euMhT~_Z(lv<{vrES`WoP@1KEjG0jrAi-2jyD4wq$!Sb6r>?U$1%hJq$xutF^p}B
z1pvsHL;wIXA^;UhB#Miwng}GKtE{0BMI=ad6<Jjd1R`msm>9|^bC{(e3Q;l4AW#hA
zvJK}--`J&HO_r*b^JIC$QP*W@h6wsh2dQbkw?l38h)b{Zk_yrnzBO7_+LVV9v^bLr
zLcv18Nivlr!30Udy|>Kd8;*nK&oAlIeZ1(6f1{}S+Cr|Etu24DP^nI<p_bQCaktY_
zJL(nmp|z<&#Ve#FlLis3C@*0Y`nt_eRsaZ1*4%+hacW9OT7XeQz$GLUB}i@n9-4_W
z`8RUe+I-fo5OSXolbGF9)=!841WU%5j9wtfWVy%yfR9@BNW{v+IqY)ruj1Wu$ggFQ
zX61{aNZA4@$a0!W3TNRk5ZpWl5}N~%5UhAfRKOYWn8%;cWO)+;cn%I`360F04(2|X
z#Qml~9Arw36-9DK%xMeNHP|UVYPQur#XZrWQlkn&{UoX&0#@4zDhlZ;3Hoem`+a?}
z^G|T2ev#zK2z><;fJ%@|rNoJzq$x==1mZaTtHc5W@ACTnH7k+!oc9AKc{8|~#^m7e
z8S+R36O6_@3C7@JGIt>H1oq!Qf3O%32e|Kn1~>^bAml+ffw+)Il4Bw>?ZTeltY?1=
z<U_;GvQH;Xxbtt7pNp1Fq;nTUekt=kKQH)r)V9N0>xT!Y=zOqu)h>MnvcA8jLHYyu
zivEutK=WAF3u&YO04F-Q+WP)m(fmvBD&NAz6p(=MulZ2NpgPL>dOoN;eA!R;4;aK^
zao7{F8%W%<i1yznW0SUHynqBw`|()b+H>oa)w?h=YQ}d7%BN;4F4Nk0T_WctSGG6o
z#~x57C*?1&lz4v52dp#?(u4R8u=O&?^$D%l{3A6{zj?1a-6o0VL_CVZ%=?a0y<3yD
z_JX(VQTRDdPH*9O$q_g*d&bkS+a$#K+!37PgBip@5@R43+X6kkf$%tje*RCn>}EXf
z4o7L88OhiJug`oQ;0e!?4C9M8Z=U}EqwD*tlm7gO4@~)gettd_@FN+6;xmaNNR7M#
z4Eu4OejWK6S@8p}Dzr@{{hcx>wDoSJtGc~yUDP*AMPF;TmYSkXZMdz+YA)2^DOGJH
zAS~qXfhTD`#~q2B_c@rJ`x!iKKf;c*=0_}b#lu}_K2>UtX)@)8zf0Y1x_;YyeYTme
zt+ib~y8BI*_L^#j*J`D44ZTdhw$`FR3Q6N$yH}KLZcD2QyLR&hXnyWh%B;~uuEa_S
z@g4b!%%V9ECutr~m`Vr8Rhy%6){L&F*=%p-GBQ?DvrWe6X%g0L<K-d92Q#5by|_gu
zPC{U&SYpaA3Wyv~5I6wU*YPXxds*=Fr7YUCYqm9g1>aFKr&iDOX?6$cDynUlJDU!u
z{yBO>$Sqo`TOcW=b#$r-DgzVzJM+@B;rCut>uNnd&ZSLup03k%cDHV8wFT1GS6c2R
z*6UlLxcW{s{i>X#8b=bKR16-HGk3+8#SW|H^^(!c%}L68pDUfSU#WFV^mn_R#-{I3
z^H$5Hs+X>k;imNKwAAIhom$fBm~gnHfRzB19yDB$J-iS-{osl3fituNoqp3}J3VFg
z4Ma^B&m?<NPg6-&K%0gNC<5F$&}tE}L`i`K8mLnM0Ypp($c2-vmj<5c=DU{T^kj1S
z--Nb1o#Y#bOzs1?jkw!3;gcT2s14VbF-YJ<hi@>^R7@hN3Xr!FfbO5fr^X#;#5R+&
zX%V2=(exIbM#iCA-_k|jpQ@^+w%o0(v`64}R@iAR-6~e166%yf0NANoUDR`)-q14>
ziIPtE6ElDT;t2o)Fg?73y!XW5e<Lyz{K4sr49J;-{KV}uAaS(7+wm66c_N`1gBA&>
zqQq_sIB|s*5Hf}`u9jV6iHsThN|*pJ1;Ic9svSerd)HO2XBUnC05*C1joW687LhX;
z$lSJMkRsI*Gl*otf<#F$$KYC~ClM2zOreZ%iz8#cKqfoH;0=J-o&B-LqfRZSTXnUm
z4mPwn+R`COTWae{fdXVG1p+b&22W2OGX@R;#E6r&(>aiP$F^V-KX}A}83z&DY{2}%
ziOdLOFgu4q4!HsI41Vl&_Gthj0s;acVu%O`bpZhZ0RaFE2nclyW3Jm{>P(#;tsOCE
z8bI160HPMp!%ZgLDT-8qOh_Fd3D`*E<+za~%xBzecgXAs`$UXD;wF&e%R_9T$6Z+=
zEwq&_YcVIK2?c6969D(|#^~~w;5VII;L&#NePyrEntxAS9J#Sbtyg}ow^x^~RgTcq
zH2n=Fp5Wyxj#V=2Or`Z8^q@NEX{Q-+%6iYV;&h3$!^w-KHQLR(Vwo3u*Sph2X2gDS
zrUTm^3hORKj$@nwFS6fqkB4q+cCy|+nzGh39h0OEW2NjEi;2R_U}e2yaQTd?*3)HN
zoTCc}5$q$EVA&Sv2)yAuk%|hGf68fR*n)E;pKx*9ZV$N!8&5?(4n7rhhdQ)n^IYnU
zMXRk!wd(4vH%URJt8Fw))Fz70X1Xq>u~#cK-_{|^!Vud?Luej}RFx7&sq-6_HqK7#
z3)Y9$*EjCkipNmfbu4L;z_%1U!!>lzs<yQu)iGC0;vH}N-HNYG)H+#9Yi-wZw<dlv
z_3t38w;egleKDd<qTzB)*+|t^+S}z@Rid4$SDk9Ap5tnH2&rwPE#}mxTtbrDY`)VC
zp|Q2z3EUHQw;horlW7NLWa*>gEL6y=6NoBvBC*psKo&^FF%5$86QPTcs&_=4X~lu7
zyq`!5QQV!k2%PLp-M-<Hu2yGoAX7C!kC>#pbxqh_CaP<vlk(Ll36VGuKq~(L6Mql3
zo>g-e)1>sxJ>vOnxoNr!y6+WFTWM}I)lSyd(>~2vrJ|v>KI4qjQ`DFKO@Qalr_%vV
zIFqi5(AI{Z^lEi|wYR`Z%@aYl>O$ZtRNX?Qv<JFE(uEWbq8m_QDRczYxzo>GdC#3#
z=CIdq+r`bwDob*ythDtM7SETVE}CQVZ&p@)ZHJaZi=+agQk1D`Dx!ap?rwe`_`mrr
z<~QL%gHiaO^dnOK9rEQqr?2zBh5WH+()#^RRHM`S%DQ&R!6@!31|7Z6B-qm6)ij<t
zUCJr;mu38Z0~k{(rVb*3gn{;l2FKd1Q&1YiUK)pcN@*>vDvgq9S1%!A*hW2aF%asA
zask3g70KEnV<xG{RgZ+r_&zgm7}Za&drw)=hAA}l$?DWN6q@V%!40WQtfl7BZ>K<}
zsHR%_n^KhLs2fUpR)<eoB`bBU`lYbVJwtYyR2gcL%E~RQx0I-KE}RO0nL+_VpIC$>
zMD-phOx<f4Kxfu3)1;spTC}F7oCcNFl!l)R4X3E8Lq!<s1d+tTpS0HWrBrWQpHWCI
zQWaHGt!s3b6skwuON}8YPz@o6*8wCHERh>0*7a8a2EsmFN6&0yJw1VsmyOTMu4L+N
zSZkX%FtppW?&=#8wQkazt4`KY)C%eft5st)ji#cV=bL(tvG!IGP}0X#rD^G&Gw(Kj
zH957;Jri-z8j9JXEp{8Tw&yM<Pg<{3m9<}m+$nB!&8_>MqPsMP#cdTk%S&|V>hzMC
z37$1^+a*#EU8GZY2KrJ}@?}eXq`Kme*RM#n(@@&nDJuvquctD(B51@ZDpFLQl?4>2
z5JG~IdP-CX1Q28y0Hnwu5O~18wqPXW*-bx+X6{lqlh|IWm>G85g@wz0S+W867Y8!Q
zaRBfrV;Hy*s|MfIeMPlxIqMeOyk_Dp3!k?4{k+B4B^@i?Oi_z}+EL*V9@`#*ES+$i
zoc76)6*!1eg+++O$pQy_k~>e^9^)`)^acHbw{BA>_GfZ>j`vN=t3IJ};m_+${p+RE
zO*?tjHet+dO?<vo-YF{zE2*uFX{1`H?$*lhR*_acId8nx^w2*{S^WLyyuj@-5sc<@
zC&#fHaOXc(cUBHy;D3paGEU+!I)`MI{DVdq(uzd#WRQ_7l-moTFreMja70q=O#n)9
zb;crP3;-ky6N`l8u2xH$P7yZ`+5-UNJp&v)KsOQd>+`Ope%fk{DE|QMI{2zyh@!X9
z>D1~i0>f<Dmup?UcS>$h^7@xi)>E5JRc#PW$5S<TxGf2J6)1YCXs@N9xF)8Fi?5Y`
zv-g#{&z5={SKqZ}zhd*NG>wB&Jl(3hO|fgEUG~>Yb3+YN)#<AGw;E*?NI@=F1rn7K
zQ!qIfoJpCHA8;|_5I~sUem7@C{Ce}FLTKv-indyLe_L<Uc6tjPs;=v1zQ1&Cg4;~p
z9U5JBk5f?5JhrLYLw#zY0YL+(6Z}{!vfaJWwe5&&8dwl_4udu?U8t!Uo#S?K=`>AI
z6-ws<brR;Nml=ocU{0q9=cs)bZeK_1TH(0Y^ntdPxnW#Dpx)n2IM*^|Z7Nr3nZl+)
zv&Ls3)@A}kmoTVQ#0&$=6LE$lr1*E{KCR|IGIS3t^!-+@bC-Ii^<lVFn}wFv8)Aa@
zbF@)ZRn%Rp?UX5YxA51NmfCg-km*7?GsU6IzD{#1lht<G9%Jc;wAD@Js<*9ScMC<$
zn%3x)$|{u2Ri5K<r7B@nEG5J#<fwYcgu;g#(eNA2tv^M~j%hWnZnX3otDL%vOVrvz
zX)3)NhM=mu>Zh&@G`3oO6pgO0Q8MCE`=F^IC}h6kLU`F9+5yQ+=P@)*i&@w%7MB?1
zRi|9vZ;ZNYT6Ut+{WXrM^wJg4q&rZ{RyS%;+no*iMPY6>;(`^2aj7$qT8kTJ&$f<h
z2IaFff@N0kNa5SHVUt+Opy#v$GopE;3jqSN!AB)A%5sQ>$sOpsr@DdY$#m;xol4y@
z`h^!OHt1|-FJYWTL&G$_9J5KBjB#TWnQZY32!*)7SDWHk0IDR4s3=08hcZM=eT0xd
zKLp9d#EjsQu_w=SGmuU`=5Zus#6aUB^6Qhl+vfFUb-R?@ujU^!?l#q1QE|6&??q}Y
zX>p-d=CknoNUNgLR_m2p0_Sn*prI}@l-1U)szwWsxQ5qP)|`Row=Mqw2OPxY&owj~
zx`vG0Y*gCIKx&;cS9i9GdK#46?bMg6RTW)bt=29SZd2TtVah6$zLQN*?@GchV?Sh7
z`!SuhE1UrKb2vz=;7SJp6omZ14gurbo0IK+F7^EX022UXaNIHgJ7fevGw$o*;67D}
zByY5CAe=@>+=021G1_<IcQk*;-#c_(lCo(ED`tVX(P{fl4Vv9>yjgFR7gW((Y1^fv
zOU}{iY8p44Zk?vl)~XmOLS-b0I$Kd~xYE>AQPogZ(^XQn>s3<JQq(h1PT6e^dattL
z1B|p<ako002~R@MvGl1WQbf;j8Hn6Kz!>q~4h#%L<7RE>E0H7+n~iBGi*t(T5y3ft
zl7=BlCn119-)x%>1VH7+bAZPAVrp)n>4V3zRt48HX}gtZ4BxnjUyx^wQc$Xq6?lkp
zDhVt0$Zj4q%qHM5L`OBfMSic;`hxkXZi{VqT}64h-!3jPg4<44-K$=>Rw=g0Swl*x
zsBobLO6W<BrC{+#z}R_@&Sd@j8~{Y|2~Y<Z-20MZFn*~Yl=guVdF~_LcJP0+2sz0F
zM{H(OOo<URlOQINL@H^Jfx=P{g((O?01N?2Py&|&fB@U3+EbS<9ywj(wN!BF(#pAV
zx~4JJUBc=Lt1PL<B6So{<~hzHB4ZfBJ|kad{{Z+r{{RzJeC^af5Hy_E{{Sc2d}&(`
zErqh`9%j>DRF|$ddTOV_uh(k8eJ7IJwQtb0)jD0MwKq^3bqqOIo&NxDAHiOa=Vg<X
zH?0!YqTg}RT0fXCTBx+LboH;+xH@R6=ofl4v?SNqmg-zeSwW_H-&nQQu=%8_y0+)T
z){NG7y$Pu-+M>ZyrfaOXN(-wjDcXe4)xB=053<F^orl>Kv@Q^~swrMtnSPzesoqN2
zeb(3BK30CzeqY_WQ*5yFI{yGcrFAMTb(V{*BU)ozUJxmk^-E|L+Ugc>RISswM(SH>
zhl65_0?SEC8*RhLnt`TwEt_?vd+DrlhX+oY6;=@}+$^IJMYtev7KnC*7i{4$TvSjK
zOo@v8vFbrTY-l5^2U@S!lKznTp3t%_<5g;8wE^Qe=&6|FKn=cEWV_^MSR~eNEXQc+
zgEO>Mb^9`ErlO=l-!p?+$4F`o1*xvuLsZ+<Y}6J?gi_q77UOP~Tyd7FS}A#zIMdC&
zPf*LvIMa(mjk<-UT`C0IGvhgvyor)#3GPnga0WYPe~Hb1r+J^xEqAUoo9@+V>(ll$
z+bUh9dWm%{+H}2=%<Jo=s%@&4eQJwy&LuB4g~F1xBoap$8cxGI5_8`$Fh_CNz>j$9
zxK}S-!^At1ZP?@;Mlf*srvcIyuUBe{uA2!J6DUDJb10uI<`b8LgyLfWh;m)^7Y7G>
z-Y~YrpiSE`7gfO*Z%l&dISF_;`FCw1WdX}#k+Xn*9+P)qvvQFIxx8r<6EQ$4cKf~3
z)Zud5UsXn;WkH9QhSop>_pJh2b0I%Vh*0`Lf<TP#%Rh;pWAeVLx}w2bPfWY27;5J0
z6js!`R+bd;Lf&SsinfVPpuDvOwMkC#DhV$n1Qzw_mR_h|ro&FW;7XKG%W8E&C_hrl
zQ}uMDK`MwDGA9+L>@OkIqQ0ey5~YUCJetbm)Q+SS(9-&@tF6L@KybA#s3k=q4iV{i
z&6JB}8b~y3`I^80vuCIz;ktlR6v50%Vx1%Km;lA%D2EUMfIvV7v2b&<mei|ByJ})q
z0&SVhW-_pk-bKo_I)pMu7O$8pi?mF1&UBB;RJ_E_WXvK%2o7iFpEoc3@N(T%tTpX@
zWks!ZKZV<`mWy=-9TBYwTj^$^!ADC(%Ve<AVfvb9DxGaChu&J+JYs5{8K_ufR8vul
zr6ZVXuFm3aEV?iyw9^$nq=G@}Ec8JlK}zFfIYaP`&CYJT`#M)a-q<wslr`<%b;Y**
zWw2E;`-%Z{BHwDQtF1*r4SERy=HI1L&n3jIDMH}qkHfz@z8@^MtM;nC>9J?HUd4u)
zy%%!3B^0+6(^p(kO<74@W3fBwdURE#A;D0TskOAA0RZc4t~)9{^J`W%P7#~X9tO~{
z=5CM>$KqU5Nd~0^2y^7>7=glL2$;eGVG*k;Yfbga=!2NmtCHKkry>&qxSYLiAb#;<
z5gtP_IC}a~Q^>B0LCI`K2Lqx+ikf9OCPL#`6=Hgqp?6xAEof7OB@RtZSxQmW*4;A!
zWPrGA`i?Ww=_p)uFQ#hQOG{sJw^{6Vs;lMV>sxQPTbQbJGK!m(T~aC7r(%tV6Vxi+
zb*gj<io%jr3yJz?Q>`AW32#u^t(t)e9UimH{GG`yjC40}qX=3DP85A5DN0IIR8}Qd
z-zzS>y0Y^xKx(?nh0e)GruB}T)D@I<><Zdf5ofznTsj%7rb?Vc0ZbuI`t2>%Hiuem
zC2MPqmEx-+(bBEb72KlPWl=){BC^S(W2Tl1fe}#PQedJ2B5VMF?iGw1W^bnA7|FW^
z5zi$f+CP27LKTY_4$(>5!yP~|N)4NxMTEyFrT|Qs1Tq!3+>!VR=DxSRTp8xoruU+B
zjSZ5z<{Q$NjUKy!D1C*znwokiuMN}CrKKrOxm8N*sdQ7eQUN79JEZ;&c~8j>Vdx!g
zZM$lFss-}4)#+->jiRQRipz$dy9;vCi*=sN!@X4vDFGF2R1aCobt9q1lBH$Kx5l?C
zbl#HG*R2VuQK_!g`hMqXp`m9^>NjcYS5&}p3{+G-Z=-6KmFE~~x9fgk3Z-d&xAu`d
zeCKz?$22+RW~9?vl8a5)EfhCY+|x^@X|FUDFI2TlQ%07q57yr9Dyn26sp6&!O{3N5
zSwLD79LXMrv+4wkz?K!QI2F=7W9EX@)NwmIhKi)Js4#qEJ9c5_0ExlKBqM+WkTOyJ
ztxrgL4*E91NBW|iUb5ej?-*T{q}o$4mpju)$4awyi#eNu0Tf{2QcXt21RIP>u8N6_
zqKK@Zf`Qd9j^kxN4SLV!jS094tt2d+eu1ek{{Ty@ez(b!`@#jc=e<D4BhvK(zKP?U
zS|{Vzof;EISaemc)1WJ@+G@{1Vzt&?Y`530ZO~h3+ohySuF>jx3OAf-hTCkdR6kHa
z>Pa&?OcZ1sfPCX@gC5uuJ5C~aTa`w30E3LrZuvQob|>45KGxEhNLzGm>A`Pwq7v>U
zkWt$qY)0y?)tf<06hYgODL}1+#vXnSWlxm$-<0)t(;oi5^*FkjU=l}2UnynA*-zR*
z&z4zPHj(oZ(#3N1`Jtjpp~Y!Zq?&z)iMnkP;atLO7PqLc)%v4QUv)LrO}TW`H;bL}
z<hD>-X?6E{*X|XILJE{ng;dlyP=d9Tq=b_KO&A;yJA00hcElXOGbS=I7~&7+3Evak
z_}u3Zdx_2(i7+#R+kg6}BnbD!@o6TR5lu9bDN{`{6*S0Dzz~E2kc21(zy&A)Ks+!3
zT#V()?;N;x>0_?x+UmJ-;bRHaUBc=Li!7nXbEv9^G0t%uiH(uSjYJI3Xe0i=Iqe^u
zfI;A&Zs+-ar~C1p@xmr22exzXgD^nbxc(`TGsR-Zr?m#CuT85=Sg#t2=(gN-7TXoF
zvh7~Bn<)-Bno0(0DoPtGM_SU~N=kqy>KsAUB1AH(oQWhtiO!;jDHBYf03s(jgbGjq
z-zE^puqfHHmyQu?&ARTLI8doKY~3TQy6T)j2%0FQQ>dbc9f(4Z$1v;xy;2DVBWR8O
z^ALNPKbFAo4*8ScKId`w@8oPT7jCBI{=CtR)4Qy6POj2zRXOO=xv4bW;>6uc-5q77
zRdb`H4!9dhbD^~@K?y5>GHmcqe%oMXPT*`#!e#`_nd9ZVlpQ2hn=Xrljrgjfp;b(9
zI4}Z)F^XX*>>>lO^~HYA<D?>;9gL#~k*`t$3asQBuFcY5a)F8`LCR^YP%#V!D42i-
z0Raqv*Ft^~{t>h<KQt}>09flA_N})58>?!x%^fD0s<Tn0#L`*p*EQ7CxpT7KRHZ21
z653MQTSyJgR7_znirz?Axd#BtKs3M1stq5fF1LHNrst%sx{->D+UT6PG`h>J^4RS&
zj?hui)4GP-v#D*VG_9zIatH!;_u$`6{7_lBSNPW|9OTH++N$++yR}cuS2c^5C$3a0
zMxCsBojPrlG{Y)Ym9|ocDhOF%IIfi_plR2|ex&AA`<z#5E^H%BHLP^Svel=m8PYA>
z8?d)PTXO#ZK$<mNo_4X`wr{4PZn&hCdZ8TwNh(z}Z%SM*wN8Do-0UB~Gfn7s8ZOgO
z!!AkNHZL1cK&MRYofuPHPH}*zI26JnU?_Jkrdpb3Z~7qVw6S!O;<t4gamBuI)Ccgc
zTSd+h@^VtA7V_qiQ3pv%LlBObAPke^K?5q75QrG&#vG)&TP%Fl<(=yC^HlbGKQJ_9
z&h1e0f>>hPL8$H3b<Vz{gtFZ;POZX32GXOjjysRfZhP`l<;hNITdn-j<@M^m^~>#B
zYqeUfdbY)Kxz*h6Haglndo5e2>tC$(er@(tkfs4oOsiubKA0eV<o2D+;{f+CWQ_X;
z4}TaEOc6cLhyo9Jf=T0Myfo@Q@tA^_bt3VauxBZgMX^#b8~`~<$w1<vM9GMqFesdv
z`y-5G079zKA4&_4L+q_WvSF>LDW;l$iix^=Cact(#~oOwQ6h9xY;vUJoR>nOQd@)p
zQe%ipbC#l<`HW^vepon}#(Yfh1DOQmpYVaX*mm*0a$wFkoQOC$oQTH8d+Z`e;mCjq
zf!nZvWRNfkJ&7g+92nxo&N1Wnh~ojCo&r0E$IL63ytmFa_xNr;&mSMqJ9o-ojXrI1
zZ$(@57Mr$ci<OGj?ZN5;sBKrOs@ijNuc)}xwwJA%iqg{1Ybu_3w7AO3ddgMR5HJ@p
zIgzP(o2{?9{{T`wOx62Pt%X+$Q*TjGrMgNQYi&I}GfSwbak_TtDJk3Z+^BS~r>SaE
zi6X!TW4Ci7d6C%cF}~gQ%LD`DfJc*%KQabjM)`<NFifqe2+2pYEFzjUm5~KS^VAap
zxO2}~juz${I1p8G6=g6PI)DcqzyxdygH?4J>a`#&TZ-_Tn6xc^#p?aO@z5z972V8K
zj9?8?;V6JIk6C7IK;}Oox`#<F0*(fKy5%Le8g+_Vkl-J@s6xGV)RLtIA@<bUp+u|d
z>sruL2`TAF91Aw{N{)oqH&&3K?5&E5XH2YxHUcT$r6N#*+Lcw1w>?j+G~9&ABe4S=
zglA*l@&-2k)MuRo@X5~}XX(~8W{A*_-t_%Tl}%FI*L>3!wyGSWeac#-u+8T8Zm4_E
zscFVkrrKC8A!$mFN{=4-8A!;40o1I67{;blsTIV7w(QU{rvWij1zaeSVxfSiF-Qgz
zm<VA25CIU^?W;=ayyQ<2XWJJA*D6NJJv?Q#4I?`sR%o3R)_7)7ZJjtHWK~@h)m%~p
z$aPXFj0RAEJp$!#?Dge_vE_z~);H~2uA04SojGW|zfWem>4s=2UAt1Et(KXhtkZS1
z)fE1U+i*PHW2`MI3T~-sS`@Bba}!F953hBej!Uo9HKsL1`om3AP=vPqRXwKbRc~eY
z+X+Bz*HKKBJkd%N!^Or{+iPu2r+I9D6dx5_p`f7U4PJxMtX1fHU8_$a%|mIrJzYgZ
zM{lP5IWJtT`ns0OR<zrdOyV46m%T<*%EDA#PgbX1YAuVs*XliQeWttIZZ~U%?x#&z
z8ue||*BhhmR#k?n)lu@a?J4EJrczmKAR!%2BcP_eu-RWJO3uHzCD4<Df5N;6XLyUG
zc`B}=sVsn`nRpO8Lm~vqiUGhtK*9mUZk6<hp7ecpXX)j=rIu8ctEd*~RAZ?FCk*--
z@W?ccX3gU%0zG!HuKgL5UYT+1?T&$pWX?i~`9#BQq1Tp%nQd;mvj{^-E-h+|1SKi!
zCME(#!?b4fx9B^=?EK}?bk+(4kX)#{Iq0|$KBLh}u7#D1!e3oH!s8<~cKL@zZ*}(U
z+IEKBM(;{}R{C46AoL~0m9~J4ph8d=2~kS@UZ77FRa?$o>dM}{xlpwg`fI#8@?Ajw
zAd;|ZDbSSwl%$7SZc<WG&<%xJ02t0U-==-uW97JK-CU3v3~hkhY>1DB+w317fO-88
za!a2-4ccFm+_<(>b1y+E>toRRa@kpIyz1L6nxfwI1+t!$(?4visimxTvA;oIG=WU7
zRq*4fC_~L2IAP9CW7q0VW9#ah71yIr)#~j>QEqnF;+tyWNl|#Lbr%nrN%^NyaSHjM
zmAs?`JQ7l(TvG7+w)*B%)~aU|*la!PG(+r$lvNHX<`m;WGL;D{Ju&PD5<~+ha$w{V
zPIm*?Z$5G{n)1-o#x{Jk+_PB+Zxos^nM7Af6v&Sgl^hsA$rJ@s3Dgh)I0gzIWCJD|
z>5Xdin7B2r&9H3QdvYEfwT6)sZ1z3WgO#6(ajhcL<4M}5MVdrGu}{iw89Ii^&R|S{
z9;IqmQk11BWkpI+B$A_()Jc*~@??`ga*2|0gFE(<Amj7%GvH<uk3Ke&F`nIz^72e@
zx}Z)wZJpz8^D~14K_fWg!w;^$&VoK4L0r@I_XkgB>!_p%fhPyJ++(;njPC~^2_uCk
z-ebH@GraHr08j_8K*w?<$A5VHnVgU@1n|0)dy^m-kGMM%CP#Cy+(sVXzi(&51LKTz
z+rVkp8+>;5d_DN`+rpy<J@FkgktF000sV15d~kh+B18$8kL?m<Z{Iul;^5MHPf_cg
zMQhS}Qr7M3P~Kj3i)FEeu*;P$w8Pa-r7qPz#XCuEnTMWRkGzJ^+e=!NfyP$X-wd4c
z<$j)jRqLGy^_NdlJ4)3}%{RR<b#9q;ueVD|nue^m%Z)=my+e&Ml{(M?#iS^tkvPXQ
zFzntoj&~~>(n043V`Am=WF9&N56e%pHC0kBxG1SbGV;h_Im%)eCIJB2VytW0b_!DG
zgtP9ci)ss<-&Yh}zb_#L5!suj@yB{gG-$I19EPeU<$l)T5lOm*Sxywr1{@V29Ag+K
z`JCf%2RH|W4&P%KgRwXu4}U%8NIXIyZJGT0AE<r*09=mz7?CslvEu|0GGHIR<PI`n
z;y!<0cKdbCYgP}BU)UcEc!yl(qUw-#0%ON)lY%m42*?5;8RNI#20Z2E9-R1l(Ykk0
za~DJDi~XXbRSTW6{{X4%)>`nY%~^Z6(!MFKRdlYpm#8Y~3u|pIN&pjr2M_#iJ&xcA
z1HMLbU~D51FWba_hkVR;@dv*eRrO`GzTwb^dhyEy(2zz%i#94}II4?xEx|Pipb12V
zBee&p2ppsk&q2OD9(Cqx(c<`jd%?j)+%9CTm-fQ!WtDV-1Zw(99#GB_RiS}WIZb$E
z6D~l+GAgb?FA<7j?0?0kr_;K_;uo0Ohe_OMZuSd>R-a83&f8GkRSj#DT1vrgt$LcF
zlBVBjRrHlWxZ0GJs1+q-5Kg&7{(ku)N$@f-AmreXID%uV*hHUWB1n<rGH_((Npmy$
zd609zyaE926B}`|#73tN6BiPShgB%J_EE{It_4L?V%a9isHX@4d50oEV{m{J3?qQX
zDy_XPcUQIJc3y9rH)i(kxu<S-jT&+GMy{u&9ZIg<uQW`jXF*p-O&&8C{IZvb!fc4e
z)B)aP$c@a7(0{s4PiY)I_c$1t#DCWSg91)GL<Hpb@BQ26B+kI&xb9Zw1n;mpoq&(X
z5<~;qayZBU=jGS-hqN#u`n+|Yj()wHRMkCIO)G)gSKXy_2urLuwp;;5Nb5q9pbP?F
z#s)Uxw#KHoB@HuH)eY5#60|hU&XJn5He5=AmJ~fVOPM7uE!8a~m4yPO6<dVjMn-Y5
zGntbIBfL(>7~xLC`N!Cq>~S$CCm!5BKf9*iUUU!v^4NYk+vt6jbURz7s|u9mrmoho
z+SES{togQ_s8K3OEmr^;VF2`mHtUOkI#fD(Rpc!cFPNdfP&v^}>bfhC^{q*9Cp7Gr
zL#@8&@nsGrBmt161e<i2z=)X>xd6-<-)WBj0B#9AuzQkYwocvs&)l9K@bdEZdwl)<
zJ=Dj?>)Ipls?9})?@AC{x6~;vGAa_Pa4OOnC;cLoOs7)XB!TsmC?2GfAdV>$h?s%f
z%#4h8_cM|)lgG6^T~!%UscK)R^%79OLDw4f5PFhO=cZHEh>%jeWQY=YuP0U3y4h;w
zNo%_Tk4Y}qP_U||8~xrX>RJq`3jwear&8}soD`Bcd3^oZ4=)aw`TJ?U+kN}~jCua5
zw<jB%L70+B-#N@+4d(#)GujUDPVv<kBXCC0XC^Wui}v4TuwIy~tEdlYN_HAyOgimI
ztEO~17N1clstnY=7Piz7hFp^cDO24JshNgtdP<6k>YH`ik5Jv4Qc+J!ac%o;F;dS+
zD5H3^x}^fJqytdnC1^@i*+P`InCtJ)==t>D*|kP`<2lcke7cWLop<Tt6=z%Q_4g%y
z<t?(pP~zOIt9cZ(h(mB3aZkLYrD3wB(xA|BVM{>im8NQf!D|2qHBF!_02UD4Q-}*6
z#1i0O2NDeQtO!tr4fyfAv8bJO_1x*I5{61$a8tD3$S@R+ltO5xiJ|DFC_(BAEjE!Q
zAaQO_{)hP~0DeHIM*;YJN7@}eKYl#v*TgZ9>Av{^>-TgHzB^WS=AE9{=P@-!RnJh-
zTbrq_d2O`AFWhTdafVRZS*xUH(lo{OG#1jz)`H8Zab+DzNycrvrl~y>@|PQ{sr3a*
zbrlWJQLN-P?K!4Pl}Q~yE1|_Ckf=Q>NIYEJ<3IW{HGq*ni6$~}G_=FW@4QKaFidfc
zdb5r42V<W<V11(;Ps8i$^w#;RKqINTjkx~+%e%kWAM%1j9XI>KaI2jfo%&{&YTs<L
z(7R0XooczN6gzO~Juut#RVsNE2uK|xt&j?orIhs$MJlfCa<277U3E*zdD8QYmsFZ{
zIzoQ2PJ$Q*>D?`fPz3KLm=4FWowkoMV9s_P@*oZltb?!vG9ou3GBNKmBpe<Uq5uGR
zZ@2365$W&n+N1lP;zscpC;su<ayMJfd-u!?&z<KP-ZL;vJLk{2BVq>l9gGN=`<@ne
z24}w8@3u}LNtwujlftH>#^-+f5%27Cw#FwQXN7<_&xn(_lk6wKFe9-bLVsNQ>^sDH
z7{`p~h1G$QHktnIqr4M{C-N$dgYNx-UWCYzo#()a8-E~jF`eUxN!thXCM4z$ZMG+U
z$es}*b{pe9GGhiZBRfRz94YVI#?UZ+`6T}UI57u>PuG{-QBHS~BYlV%_BoHXc8DAV
z;|2st`+=FvenT=2*a8^@Z-X8uc>Oj9v<?)AA`Ip-WKVgVZ{KM+kvu9l`uhE2QIaH)
z6XJ4l+H;?=#7w~ek~>V#+|GRCIr_FevJVhUd5p>1c**d50iR)k!6OF|K0hG?By3_k
z`$^$Vz4-I%;roW7kVfPZAb;C!%7}y9dlO${QPuiQ(p=k3>fX{+hN<hEaZ9HQ{v%0N
zmHO1{2092XB@m>91g%|G@giXN!9Qq@(HWB>H{3ud7=f_H#&eV8@9tw6@xqt^_W64{
zbjP}`maMc_e^2l#!fO=Tl;y7B=+eAgNXjT`6!O}u4iBlORHVF=r=`UyeFe%5RV7sm
z%ciTRdYYlKLfL(_HsWBE$x6U5VDzgYKuC}{mFg)nlAxiGqDUa_2sr8KAP_`B9?~vk
zYMP3gRNL>A?cS+Sf*5wDQ*oj&l!epRHd5+>KmklXrJ>*9Js41ZeSQA`uqrp(8;7)a
z_xTT=`}=pRWS+nbn8=RX5J1L!{eg(!ksnu*4#2>i54;dQ<Vhooh}jvqES)=0?SE2I
zufysR(-$<TrE6PAX)0TFL9Ub5>qQAraipaRb!u%k^Q}6|ifQ)N+lVl>-9nmLR0Nc%
zDo9#X4&hKt<Y$EdKze=RISgPo^7<X}G>JGreg6RO6F9*WiHVt08{}hr;EB)ZW9g6w
zX$OQ3{p4c<+)3~T+3b9A8*RGk!Wu%>vk;U5NEl3*7!qPk08IB1srUGJkFx`xF2ACd
z2+SCbhma!^9rpx#5uO&)1m_!fm@@?DxIV-W0-&3CLR6}&g%u%f;L6%tu2fVhU1&>%
z4N*5xA+V*n)botCzfEXD)Zs#0iQmB(2n@M#uUJw_{bpFUvC@)Dh)PiXd+w!MCDj^5
z^sJRKg(sy-2gGx~=<yAQ#7BOf1606IzQ!bxnKPUW1OEV6+li(qYU-AN%{z{IrC}<L
zhSX9D*Zb9!wvd1&MQTV-e339cRF$b^nreDvEwmuC+Enm_Af-+RDx7`Pxa5}{EiDQ4
z6n!SzLQvX#*7MGR>bmQpB$S1%O9_}ODGKV2s1wr@8JHX@2O<C=jl<uJh;+w?UyxNv
z7UmKVy33^vFezHf8dH_;{VGa2Qko{-r%KdS)}LCbgefUe>gwr1lyK3urKN)XKnpz%
zK8ESKn+gyer)k=lQjiHyMNtSU=t7he*10)8-)*;n81~))pF9!?BYn=t5!?YY+hY>|
z_B<+a)31k2czgH9#73u6Uh^gImkrYgLV-(dg)IqMdK8A=d)25yV<jQsB$9rh2$ym9
zUQjPQ<Elzhkf#>46t<ZNNa`ejJ0xKvw&RZ>os5mh9nL?P9%lo15yT{p(IC%a1k92N
z@K3+z!k7)ZdjlTr{hr^4N{B(3?F7k;8SZ9#Nzdwd4mTg)Cvo@ONhiqn970cxfddga
zh#NuNXWZulhG!82$Bc}F8HoFt+;762ar%dE0r=;q%qh-FPCJ|dj6r}T2?Bc^xMMO*
zetFDqGaK$^B#Fdv=RLfMAAP~`kG^N@cyp1l8P9qD0IEIn+kO=3fd20chhDy2dJRV;
z;EWTzZ4f-i_`v}2v407An@;He0Ek{)YCTtSp|jX+^;h)P-7ZxP($LX4Tcq#S>KCeN
zTq$XW(_dFiI@X|s5;}@PN`|;^xg&o*#&QmPZPO>g;`-D4vF28-p%+an%iV9Ot({Jw
z+^iZ-`*@)XX?-rB)!Xg$H04dLJuauz>TOb$1du_*Pq$?D8csSv;TSZOV(u|lM_D9A
zGQV!CV+v<jN}n_cp^TUga$x8n0u{Px%#`d6^J-l7)FSr;#iMaS-HjrVX6^A^D{jg%
zlu0)zF(KTGMHOt4E)Gr+DHIR`l)_Q2!~AD+my~*s;p<uH-95~052^3>dW|eCcD+BT
z?AN;Kqt%v6g;U0w*;!QUDQbd}u)3!bo`k5RiGX;6CjvGyVlpNs4haAmiTC%Lx!W#w
zTKcP1;@@3qxzRWpthZd~>L_ce9fYj6Q%6+WRTS<7sVeDtv=EgffB^)^&P<8&HpUO%
zU;z+BoJ5{578RPx$AnfXgZ1Q4bp2UA(zql7CUDuJ091h=uqkrdrgE4B+(tQ#kpTb;
zAJQ{i=lvir#+QZ1ZpT{^5f<x9Od{iq@Z};=vXc@9QP92+U$%CchbbsQDFGzVMLrHP
z7)|Wk&amPfWyQ4PXQ>V}wV}i-$`+H>k_P1@5GOKK#qmq8Yh7g&T7r_7P|!f?MPp$#
zh)GyIZB->Q90?yv)Pl7@1$ZZm21mX<$K?P-&**#z;S&UAM0YZOIgO80MgfiIJFb6L
zK0jZuYJ=E%{60AG4ukF;^W))?*JIKefVOn))LHA+KlGJ&F9u4ARIY}q&!|ZU1Et!f
zkeTUEPzP;32)R9KzVnXtN6c+4XVexuc8IywP}1J1Xs*_po64^C25FX>T9mlk&NXj#
z=Cq~Sctj|vDN#)6&Y$IvGPP|F;<{Ity600{3Y<x}Y3(O|yikW3P)o@9+jYLCpQ*J<
zTu5{j6qKkZwO+}u`I*Y=)0FhL9Yv<D_U@`$x(cP-Z1-A3sJ82rj}U2Yv|(e@QDC^*
zNGVZiKqHNA;cgcUG|Uuax(wu;v{Ao31;ItwoW>{#)J+9Qx_kZ%M<g(DZNAlNX^f%t
z*7&h?66><x&swpQEo6-z{fMC*K7whea6z-V2201g91mzrqD7KW65oWsY&uE%K>1h8
zJsHZ~DSy%$A4q9C+uXpRwLJcruv)BcR$D4G=B2BsW%SzVX^``6)X>nZdX1?`SrDX?
z^>Q{(d>m$C2?N`CGB=+i9A|A+%(uC&%_TOp)*87LY%MOZZ+Dve{h_LW%9<~>it4w0
z2NsnSt>mVZtt1B@aYaQq;_sqw7PK0c5R0w7Us@}z()tQ8nOjJg5G2P?4mX7m<cxUi
zOLj)qw_C(YN*ZC>P8_Odh82t)3#r6JiYuJziBk^|5DbXmr3_Yc(i>DQjb7Br8`jda
z6S5(l$3-$q5QJiwitHN#3%yX0s36Q0bbJW%$YXGjqIC{oFx8<RBy3=vvHE!txDqyr
zM8x~~BQqU|nS-6A%;q=`gEEq#8IVCZ>_NfC-MmF&$EUCQrr<4lX2p2aS4SFKt=nu?
zy4$^a+Cd(psG_&AQBbDaDo9#`T__|45hIPYMN>$IQB##9(+(r3sft9%P{vGin0QJ7
z*CHX)e=((-H*)oKS~P6Cr%n_iP1`p}>#n+|5CSHONdeSVLkQr6Aw<R<fHPE#pCm>$
zfincbncfCB$liM8`#(9W%N-ZW-B)4O8skXmE7SbJuDdkGrPLO?6P1?7^yZqRrgeo~
zDydNOZPifMB>HP5D<pJ|p~o(DH!t<>i)oiNhKSYLQJSX<G|y^HH+ZqPQ0PfnZH3(E
zsS@jfuvO66QRxy#PI$DE6tyKON|vRNl!Ss*Nk2+pZck8-oRfeLeMarJ<L}#fNP|d<
zOxAFM<#`@-Tz$5u;sTU%bdFITATe{09Ag3%bm+#Z-2RSQnA-G8*h$>PbaaezuvZ!{
z<43d0HY!4)ic+TS1qx0T5jQV{<q-iOkm5DFKOWlOM{B-xT5g&vP+9dQx{E+rZB@5R
z9ep**f!mWe-A!2QD6FM%%6DC6j=G5}Ex4ql6r_<5ohHot%7MlX2XIf={{Xykb5ZEs
zLsrnJGzz1niB(m_#;96CN^rFbhY;~>#uVF21oV+9An`f)PL#IDyI-EUJ)XK<IKytG
z2X3U?YeFerNF<m_0=g4F`mr&Wx1mzEVIv^huB(J2TPE2x*8+m76oZ~4fpAb035NwJ
zU;_Xcz*du~x8v<kzplIfMUzP9*JQf#?pQDtOwpm&1k1@p>ln(Iq#*+;Dm-U6nB##Q
zRhz%(neP!ZK4b|QkGC7u@CC~|4>5Vabfwk0QiD}lsWe^H`U`#T*u~D+{p?+AX=O^M
ztZmvyTw>e!tA%bQZ8Aba${cZ|t5N>|q}FNy(Ph&1;79(|-umvfN>=H04XJIhOzICz
z29n}L5<x2?h^cv%uPv3IKWEjK%MDm*bm)G;aH+An)ia?Tbj`VGT_dSwK?q8aR6_az
zT#!#6H!NGJs2ND6Z%rKO`$M-y={cND&S5Btz)~?343q?!Ac24lkj^+q_tLAnD#O%E
zM)942O6G{SW*f;qfm|DzIW&<e!;o@1MRvvjIf|$eWXwaEGL(38#2sb$`Q&dZG&e1@
zz2e)aG%qhM&+A4g9IDcqe%DJ}<tps=SKOtpw%BQ@1JsILIvh0xZWbyUX(SZBR-R3K
z-io&UG}gP0pm{ho7aFr|rVHIFVw#L8)wdxaw^E_kE(4C9F9#?-A-TV8YT)%3Ik}-|
zW%r$Cx!P@Qt!>R!HVYLFGg72nsavQ*L1o1SrNn?xvjPSux!W#wTI!os=G|Rsxly<p
zthU^!>L@FzUFk~0RTOniwNXyKl_g%A&7nmq3XF)s*ii~wkfnfmJdE6nM-Ek8Lb)=_
zBt=yLDn=rzsJdlHM}&ERPy?7ipisb8{plBZHq{I9ZAXOD*R}<*GaVAjIjN%v!Hd<|
zv*A_ZD>G`|Ib|IIMB&-Yp^S=UInJTL>J5IYS>2Y>si+Z0W1=LFmb23$ke{JQ>Rmt!
zsV;P>&bJcsJwm4xN7OocIq>uG)1WzH%DV=K*7|>3-7l6!T>|d5Ix7WrJ;l1qrDbgz
z>Rq|&3q@DVGfhz4Bd#r%mZa06U2DlawjI1=?gnCe5KeRbnD2lg87FDRKi>oi?b;w7
z!bVQ&wBfH9<f7*iSw^V3P3nAw%-vG1nrfm^<4<uYrn-eO1O$R2Q(#O|h-%tDtk=$l
z-0rU10oxXG@1fj5IvFVRB-*VW>Dw2o5L+%FQmj`D8yPnQF;yS|(*p`?DpO`}h#qE8
zbAy|@$C$Rd8tZMhP(5h*DjSesR<liNuv)Bbijhj|^yziMZuQibo^>PC>FZGhj5sAC
z0RZIA(cr{wjLreuu;Zw&{>6{lcTc3KwY#4Rnu%I^zTUg54zaI!LsfQe-kWt*-BneZ
zZkw1dYFltLG;XaZxY}u6T}r8K?V(lm^fb@%+`yUq_kt$?liZwO_<%%_`&+Lq<s;CI
zw`C)wS;Dnv90Xw?-ayS!Zjd)@n}fGmV-Vt-bCd;911MzF9mJ*((C#~qO7FPt3#w(p
zZl-Qoxl4j!bW=?f)|8rjw3GFdMGyqgB95G_a-u*2CI;Xr0ZJH*6Cjy0_TS0Q<Qa(W
zB1q%uC;tE#zCeFR{(JnZ^5f+{4(t3g`d?ueA4}z@<i88~(_icKe&^BoVBlP~1jys(
zS4n9-MXt3Svq|YoTi2~aczxC_w&onBW!jfnVd|$qcB$4FZ7tK&yz`5B)HH_Br73CY
z<11_b0ESL^^21I)s`bW$sIuwmS7{olxu*N3F3nRpTTs<4Dj#Oedbrdz>r_0`DJx|u
z4mgylN$TTA)O$|Xyxv>!(>F2@(hUye(d-KHJvWjCl2M{uD7JK=S5!q-B~1e$Lx`Np
z5DH^p1FO9j^_y0-E(=nwixWy--*(i>5h>i43Xqo@xGQB#UA(iho$S0rW5={ejVIJ}
z{TT-caJMT}gy|+cN5Le?C%l-C2P4c9JB<CnJaoJEI;z~C+FS6NF3GYg*md3HRvkcX
zpM{1_gw>sDaNY=@H6c;>e^51Fh<vx<$u}>Qj%NcRPTOsRiH{)f_MArmJ?A@!&uN|a
zG6YBj`GduaFvGo~C1Sa~pS)w<M}pu^V4>R@sNbE+<4>8%=JPpVp*Z+>c*~wD<8ucQ
zOkSA`0QKq}akoz_?~45bKW^1eCtdxRT<N*!^UFG`l}@YVy^_y%(@g1#%H&pQ?qO(@
zqTg(}S}xQT6xB9;DziX_shGdHZ`1XL-}o&Jy1VhqH^fK7CYiGHQ=PgKL2H_GchmP*
zFKVc1Z@EWMv1!w{yW@1~ucItimg-)h4Z0Cj(~EI!sZPQa%eve#K1q*k>|-6yHtmt#
z;?i2TQ0QGpYt@=k=<S<O*`8bW%aaY$yzMKGF#Ri}HB`&=&L!Gs-etr*%G+8UT2z7w
zJZP4+g7(m}CvCXt<sLtf?^hA>ilBBP#pB4t8MHPNaP2~ss;$#snwj{w9u$B|06Q+9
z$U)oJrJ*r%#*Fo~5p_UHTu{B8yMdR2V<^egv`{y8qHUHJ@#wf{2)I==6cvD~sF?)D
z4z~PPd?fM{LGn*g>pov;ij6a=EN@r<s;$)8hQ5fkS$m_mRjo<7T`Q?nrMFg;^p+Tv
zDI$#?xNefCkd-!@g)?F0FkGh~s8q01QBUcGsR6?4C1^uxDJ2DdnOag*1_>Kas=0;n
zk<P6at8Mz*%$;MQu1TY<QtdpjZL3XlbdNPxM*6OrYe~`yrdz0Kx7$&waiuM=wG+}K
zT=bTk)cS)|(P>*FRaEzy+QUfmE*EM3RaEX3RI0hM5TrFgP~z$k`U;WhsRgp40sF9!
zl(y~ZByS6)gxj`H9lmt<CEQ37K0K|PfTrck@}#;YMCdwL#4=<}FfoLpCNZ&k`cBW-
zcjfs7aA`J{OzEwr{@IO<Z4&;`iM0tcG@OK+hZ0N}z%1@D$ya9nHMlxW(#}`p6PQva
zRCuU1+hxl0R@J)GL056Ds8>r=luS8L`qh9Twt|%j?xGTqGH?$YBc=Wnxruv2Z(ZNE
zX{KEOmTFY(!s3*wdP=Ei`e~4QdSwf)ZFvDnPaT-}W&N685Zb4gHm!BaUQO3(+a3O*
zvW?wkNnfQcqV00GRl7xW6!iCN?G1fB1vSNrnsBu;DUh~S6#I`QYZ7|Xm72emTE_d!
z?R#LT(|W&6R5wX`vQ)oGQ1uJX(bHEj9H^kFs-k%hQPtB_wCz1h%(~O<DYc%VJmY<O
zO-l=>4J?*uF^@>*O(}Qn!NbRVA|MN(*<co}l0F1eO>~^9VgU|*NQsgzt8D4KBBCkG
zNh115GKrkTuzH9CJ`)s&O~)j{?B`78Dry*_f@Dy6U?=-09Tep!!p(<3YfUSx?>Eb}
z_Nz?aEw{RMDHx`<Qhdd_t*WLSEf*_Yadhsqms(|Yjj;2HOK$+#SUncz#;?(u$CtX}
zNoneRV@&p|(mI1pF!ko$X*A5P{b#MUIZ*rd>#L5Ts%6x5e(H{?#}EpF0?-+E9+p_8
zNk|EC*xf)BqH*+txdsfVAK?+xByr@X*6}?>L~c8i+rTsAOzrK*I!)>&-*L<_oS2++
z?c{iuvk8dRCgdqrBZ8C~B;7XUFEF|L36MjG*c{-+>Rma$?hPlmE-OySQIu>Y)Ky6~
z)mCY}JFasTBb6S~=u~h;4ADa+##Kbgh!p9G55y+fpZp*FZOgBNjcf5|S@9jr{SV4}
zW#dfp;TBrWS$s{Zk5bdyFZb$Y-0jXfflT{UH5b}iRWkFf+$r3;xR$9Dz^!?%lzdck
zr<R=I{j7homiNm(X>ymCdK*ap0OJtOr>wQ=8*S>>r!Lp68n-ROP~0^0j#X0J?p0c1
z-%+6{FBOZn(`u__rr`B09Szs!uAB?jS~}6HthKg_y&XMeJxgjwO+zia={Tg6q2wXd
zEOj<ia!^8()RiSjQAy%O{@H!dI-^nPx2o#sE*6T)t36xvYp9_W)Jjuz3^<UNQtIfd
zsZ~i-mY!59P+V;bLQtNL(>0oE{l{@m$Vi$l>=;*V95P9v7LIVvMg-R3q*?JUS178`
z%L2<FCOH7=qD0jM)G#N-7ww2kZNe{FsIsxo1n4Gn2~2jXfkZ(QhX4whNK9mu6$)bs
z4pV>$c+dJje$j0+$X#Rbv##msEZnHnH5EFOK`ybIeHN9uJzncKrrD=z;EEu(D^Qzg
zxU?9oO+!nfMO$TsQ-=yZG(TuRE4gQ*`Cp}V4wKPZPfFjaxr0S)sHxMI3tf@w+kH-*
z)U~xpsTSI5WWJQu(9yV5;#8orB=snh%NsVl*4lN)UDNu*R9M}4Os&_g8iMU@dBs!u
zo`F-;RZJ~KqVuJ>Q3)<81f2S6ZeZ)(W{PHYhPT!Ft*T|0shiZgmh*l^GrbCIyH1Ox
zZBklrw52vy&`P>gQlrz=#i42F%-yYU#Ym-i9n@n79QO>t2ThFYDG3ELA`cgCB^;&(
zImFo^3Ib8#FAdRUYkh-idOBaaH1AK;ow_c$cd{{8o8;ky@I-jp0R+)R=WMiz0hyv4
zIYb*Skp*|^Y(VCnTT(<x`*)mA+DsTH0&^!|uuqNu07yIg$o?L~VVN<s%dfAYhFyJd
zR$FPcxUiIDtEB-)rX#5Akai&AxYnMl9-6CG-4kxQmXeT_)zvr@meth7EhuqL^m?p^
z6V`_tFCeTAq?6EsIR5~u03Ao{fMXsb&^qTKzC5dzzy!htDNG~K0H7j0N&$cX5gdqs
z0Aq2$bQ+*wfwz(|AZ@-tlO85=26**pm+BYku*;9R(o|5&6zbB1&sw?>DhWs+sF9BS
zhZ}v!--3^b{{V<<(>imLJdoC!&iPYoe(y+b?J=b-Rd(xnsa0Lh+g+$1v|6qdtty!;
zJxDH#tW&j=Xl9+%)b*!uH81R2{iAwEOHt~rbIS`KE$lZ6%BnghF1oVJ!-nJXrm$O*
z&YD&ANpj&z&13WeqNCENMGaUgZRXI))a38WG95#qCv`xwT`(w}1!S7@(<y{N4s;5r
zszmZr7l_2+$Z&}9Y&(o5o?jOngJ_6bW=-6ivXspjnGkB_&>K7e*%xMPb%fwWMKUG^
zI;BZdCI<wS;pD)xErJcovX<J8ruv&(f}*q2aRp)2Qqw7GQcU!yscn>~nZilp6x3O%
zK=dfyxjoX7T&{4jN{3rnC1|FnKBKI-kO4#QAz>iM>R;1Z=01Sb9Ie)u%>}AHOkZ^S
zw5->f2iH?ZubrTzxzo8%QtK=!#@wW>VZfy_*_9AdAkC053Y9_0?YD8al1|64<7RB-
zySB~UwOKa}ogj;btEM1y)<I$wR8>sDfH4$I#W@E%faE-bT9k{Cgp-kmm}ufYS|$6q
zxj6SpiY}Q*N4Qa|#!gZ;43mb=QdJdG5dk8EF+?%~6<K=sUg|w0Iw<Mo&YEfzB9WjR
zS5m<YgsEvJ2}`SRAE&ZY9ajC4`X58;-e~J9j;^rTZ<U&R`Yh#yUMVT+(?<1m7PeFG
zu-!@)&#G#z*0dn0Dn75EPy>M{jz|+29w#2t>^#Q*0Gw@b>HS%%G^@_kX>CiWG~Gk~
zh^TtQdAM2Lc`T`JGKZeG)Ke+Y($uFL3sSliqEQ5rb&KZRcXis6HuEVHM7fi0k_pIx
zR4|}YI&89_B}nP0Vy=>EpmG7rlB!@FlmrIH(JT5ROSL-KzULqU=8S+exz>jRHzC(q
z{0yW^7igW*OQ1&)PoFlGY-6S-BZf(eY9yc$QvJqrH=4Yd<i3rvo89+HX?k}otWug5
z>n(QI6I1h6*Be-*dFobBvS}_f>2+#kAr1!1o|4&ZUogKNzZO~to|fh4-4jK3SfJ)T
zZmX=j)h66+H4QOMsO{9KwN%m9RXbSQ?cTm*KDH^6l%OF=>q(A!Y7K9!^;l^dr&nr?
zN|qF*GB5Y*t>7@F1tn@@@d~P+NUSMEeLk62Q3@pSYsnr#8T~*w_x$s>W5r3Po{#Z%
zJc1LFGY)3vTPzD8bjW6n5>N!-2jz*?S#biXk>;EV1^^rgXFVUQ{+jm%`D#wsR+YY$
zy=>g5sM2-hvgDSXl4PpLITopj2%AXKCaOS~D2Ohx&=Dw|F(0!W_kj`t+`!-R#^Ct^
zJfcnxVmt4XGZ`{4ObNh@k-{f$st<1D#2KGEP6p5h{UDi*h``DF&w(?L1e`~XIwQl{
zI32`CpohEzsANN@Q0ZJb`?~Mb_4{giisM~wbU#B^Q%32Ca-HWIQh+DvS#3${PT-+I
zK!Q?!l4j{nwSK52H~USh{(u5~dYW`n+yWEQ0#RQ|l&LU~0*abilv0vPl#|uC6u+~V
zpLKTndd6;iyZMTinsK{HzTdwR>UjxL7$9k5L-QR<2rY``0=b2&_>LXb-w0n2Iwr|>
z)YshxQKzi56*oJT-j`5mnzre!)NHDvqN&OjZwk914KR}9t*+jek^~e5B}p2CEB?xm
zSR1vvVANR35dtE42I#1wrw}0$M5~=4T<1PO0WM&ea0LMotEO|&$6jsLMv<7(8~wWk
z+9>^ZXxmaR(Pqgc#Z{d@Qau+z9)d}LomF0n1WctcoI`|hh)Y@~>aX0ta?@1{fzeWf
zbhh;z1f|ycYmz#?g*flfl$0!k(y_;dPK&%HwNzWaQvF7lBBISuip2nOlq#GQ)dvbe
z3T-T?p=nYIihw4kZRHO&?^fon_HJ172JL95WxASst*=JvJC(KicTg7F?A&Or&r!I_
z+fr7S8+4$FJ!Uwu!tNHDw;Kks+h0cOwC^ML)OB>vGT}qaxR4upms@oO4mPlrp~Mua
zAxR)?$h>Ie>L%UOWt2p~MTmmwsC0}X0fh>g&Lj~Mh+yDR*h66fs-g58)LJcE$wbOW
zHhfMtE67K?XoJM~NPaepE|N*OAQZ$AGA222Vvj)q9=ZGia(|b)qm{a*`L4NtrL`sS
zYufvDGrF@)+piB(S}E)rb?S7}w|AtdOH8?4RdSU!fEMd(NKq}2iEUe=xpARBKRGpO
zve-24o71)0HS4u?uHQjJZL~LjdfUu;N*BIOv^7T4&b@E5DLpNKr@bNvs6jmI(meL&
zZi++H_FYwaq@=1?U0XCaTaBepxDbRT#kp&#rAzLm2y7+lmg-iNr6~kLIw`mPL2K9b
z#_OoHCZ}rnrclAI)Rpy`skJnMr83F6RlMchNkW#i`jsv%4TS~4`oXEy(|Na7P0=vD
z(x^n-F*31;Fep1YnGBO6v?8F1*DF(YJ=RPKz$P#N0H!=fuE=HSMPS6~9+6pb`b5n4
zmYUvHZP@<hSGo{Rd@V`wn{d$25ROt*hMXu7i=(&&%8Ei`n2w4<CLOEz?)(&dHS0lD
z@<zYrw3pz8e=qYszx2At^B*VG4ut+0^ZkB=g2`~7q$`ead<AQ5AE7zXce-m!{hv(R
ztF#5?(?xW?*V9`l8@a!H(-n=fy2_=qPScN3(AK50<A@3!Nd%Qa)n{}?>1`T|W0W__
zRHjSzs>W&v5>%9}m6o0h!Ru`(aHUCFNgxx&ru{ud8;WA7m#JS&bu&=YjJT7OkWlDK
zfiR&3G6*@IJ(l*Dr3+)s*-j?ce1yw~E1mjH3e864bb}-TG*COIgux8V6%!dj1B$2n
z1>ZPbOZ2ySe(Uv%uThpHb-wz=jfRhJZaSG(ZM2$^Qd4jHQ`r<^pp^rzS)(>6Cew|&
zZ4fb5P=3jJ-}^y1tII8C%H1hq(i-PTYTL^kz@WQ4&Y9FUtK*cG%6&JfX(}G5U9zgB
z3^ux|>J)&rq^ZP!0qG=iHg?$N0KndIJ8m#@?s7*SbAup#h#q|YUCe+++wr?vBj6{U
z8t+F~HLa@e%jzq3q_fapEmU_~)%A;#=q_}~tD;k_(dmlnHk@^bT5u&*(2$|jL=Zjj
ztu3u7w;9Dq&k+`9c;v`Ck}(o9hYkd*9WoIjiFim*5$HG!n8T6VUB2cuQ_~w%ChrSp
zPgZ?2gdAFLp{-Ib^(GOqq$?C1F0;i7a~;B`;mM3qF@&k4n1Oc99}S-y{I}%~D0JU0
zwPu^v)wdlu<@eLA)AUvv${Ln#*Xy0_u%mIm+Nv2_M&_nh`<FrV$4Oj)#*zF$^Df`c
z9&c+7Vp`~HZMNM+^`GQu?n0bau}x^x_Nya*GAUhsfa|HYhm;z5)Q?anti+sWsH}DR
zUr=8(&DAWT=cjKMOBKltEl#$Zg`&0k3dFSMN>t(nO*^5rl&7fx9)yKQ8HYgpG4s!v
z+I5Xtp|l(KtvyubTU6I2-!#Rks)s0_a+a+uGkLvRsvQi}G~)^_vZVTmT2i7?W9^-}
zWLh$^SFk)nF~z_umBfUcs%S7&(vArvp->k}CV@=hWC3CjrV{~5VvqowRrpQnhQDh~
zn``JNa!K8hx^77IBQ3jL&T}Dgvrf{BUe#!<kzyLTeyUMyq!eJfsw70Y>!dDBWyLcN
z2q$Cb^Zpr#+I;88--8+PC+;B6aC?tCkswYh`m;&uEeoiwnom|+9kc2iE6p);wm!Od
zU8QmAc50bQouzuFozyu_`!6=*FF4xJ;#QTJ5pL#46Py7V+ar7(!hYaSo%t0~aEeQ}
zREwaxX{?IKs8vx_B?v>Ls!9+<hat!%Q8Sc8harH#B2#2J#p@@LuN}uov~<Dy2P?9C
z#o`LJc*)~MOoNt=+b%*b-P2{$I!mCj2&zhu>8MherYJ`uB4fXtne!$*#&ej@8#VB5
zZ71SWmOqV}Uy%9TKvna;m&+Qz=#HTLG^{`Ssr*mnJrJyyx;i0!BaBv_O>=!z3A(41
ze8)Dz*Q}e8bVjE9Jg`t)5B%u0if=@>D=zw_0kP^8bmUNNIyX?=Pg`_Kqo)b$HI@Bz
zw4ne39YWTXE!08k>t(l7(iM^boJ^8T?ihKPma-`S03MEe7<Ua6Ny*t6^Ho~{f<%-7
z<|Ha}3Ym_Wm`DI7FXL9}YrL4#8`j3WrR|r(7VXV%-EAV~TDpotZ72z5QliYOx@dpm
z?*Xw}s^K&of@E8dl%~WtbN)NO1Ro80&*uI|@c~z)O^>V4`JY^B>llCJ<d=GX4f+27
zQ_+#=mGwd-alr~|TB_HPO-jSHPq<+$u-cqjrAbWmpb`L(I<^rcjE*nGTC`P(DL0Fy
zMxd<{7ei-SQ%aQue*=$)5U9vXieGJMg^<Z0BuZ54+SZs|4xgf<uuv29ibneDRyxTZ
ztxDh(s2}1(VQDH<I<KZM8hK@Ug$BGZ%9>l9B)o@c7M+X}=eK5nphSC1ybz+-m?q}^
zqbgzHE;2Spq{h9Eq*kCXzJk$4%<ML_b+g@xOZVZNb_pqo9`IfN0Cd8Mlvlm`FeTW(
z1dBw2oPLG%r_fb&%!<83UqxV~1QMEuko{7UPEy+~D5I(hev-dXD1fHts3)%f01Mw2
zzYN@@<kp$c_w7jY7uyo9;G(}wYMX^J5m|SwxS?%3Yq8uKeag3MU8{4}`BP5w%BDbR
znsx&Col#X&R_dRsseY-|e-p2|<IX6_B3*H7QIbiS!6qhn@FeX!=g0O$_xp&B*olrk
z_l2DodqyJ_DzoGeLE3MVQHqVzTo+9hkS`FrYVi>cTZI6B1Iz&s5}cvL2G;aPTW;M2
zy58OPdng$h2?#ef`<B-eStl$`!PDsJ1po^ZEeiA$?GcTK0`yQhKzXPrVy0yFU*e0L
zRGil59<$WCPUiEvO6OHZyJFj;deCdVJ6#(!RW&qjw#`aGt3&OuiiXfdGfWp-4ynf%
zt$TSJ8P0r<sK<|Z26%!@XFL7z9@)S>@_S5ileuZh-evQKuH{3^jV}JBsk60A_0Tt8
zX|}aQiq*V|MZHsaxLc`#eN@ke!d)sMrwK?(N#iJiV=bswh$`_Gad7NfG#8RiQ9(4(
zZkjETQPZUX6bf|&2vZzEGM!W4g)T}^)L*N0YOVJzAi@pY)!BN^%uWm)uN3|JhY#dj
zI+u9fCMmE#kWss0nZeUY1<J^@Ku)Ts<*2P=Jjn!S9u6=vW(*Jy+!=v98|MJb$J;Y8
z_l~SV<0bPilbp)r{av<;nEGMuHBotLt@~JA!q0PNwYoL1inTLUX1H8wiD6Yt2NGTj
z9;;`j2s~pwf_K>V$usT<_Ye=56UVum#&Ru^c){Ce%-1N2E}5*Gma7z}6wG9oMCu}N
zDac|QfWyLan4%ycIKWN8P1{nApzb(%NC~L(CY$JasOOPVjE<^FI7qJJ-y(yi#!<S+
zu9;RuhB_*ysdAahVfJPBsnk}(t}?jk>uJR{u9FgyQlt_INstUo{rK8%gbRhfx8gsR
zh}6lqJ4mYQqLTev6x8VX%3VErsGvntttOpsnu^a#o?d^{E-sW89BQ33&T5#6_ryrY
zyzkp5^WuKlZm+!Dt=4;8GnLmXwQVJ~-ALC@t5;oI`&6`a&Go1wt@?+XWg$ySdYAPn
zBX2a@BFV$cMw!=R2l20&8Rh`O)EzZZ0dfQrrc-hN;;sbbD2Xs8C<%l!798>IOXkeF
z5{e1cZOg9SolX$PI$<z)nPzXx70gWsDkt6@pR#ikZn}x{c!-LJ03i3*<D}`e{5tBy
z)uo1Ca<5Aw(&NgbsHvxTY8zQw^vgdhP#H@N)cS~`rK@>#?kR%XZI^49;9_VWeQ%<T
zO;!qiv)4}HNp%Q0afTmD6>cFzq`{|4fDjbg6@i~MH^N`UHjdM`Em^4fb5(D!+2|@R
zS31<+^p$$3XlYw7R8+k~ZogIB5Zf&UIOqAYl!PFtqy&;R$P#-W&%V$<J<RT%%z?&>
zrI0Z;)xPF3Cg)*vrQWN%S@e0^@>{674AbnQn`h6+nSiJQgT%2!+`%3I0LicKOWj1g
zbxTrWF1yc3?j0a_TS7V+oCV07s6CKq!cJM&d#2`E-?rCslB!6VsYHyFO)km>?FtEm
ziTaR7(o#}WAc8hK6rS>);|4*G1`=dO2e2|mJ7YMR1GWLr6Af2Xvdfg|a#&n-vg#Ur
zsRS#j2zV_hT#|a*30ai=LI)nHsGwCaWy%7Igd_x2(^Wc>wROo|O*`VDx1kDCX-zYf
zBMmH)Qs{cj^2dO5_y@nhb{?DKJMYT7?bmIG?(5g?&i*}XHheN`?K{gJd1y^>s~>Wk
zPT3#6CgoDqEA^|VYU!pgR#u-)Eh}!+zv$H5S#d#@omdGgN=Y3&bQ|Ks;=_@=#^i3T
z(E1-%y{L5tpm$CDwJ-E@Q`;M-YTK#p7n-MBs=V2))X6EPw>sDjy6W66grpfHay>M3
z&N1q<aHkI^thq~6hbf&g)>5Wk>2{I8LPRBRwC7UN5Zb_TNv-Lv4XX8h^3|ra)t;j5
zdA>S^ZB(o~N`~s*TTZ@~(OUcL(KfKtF1yn8LqREReNaK;K)7rxdTQc|yrmvLYU<og
zny89ynzxPRMZ8u~B_8vdoaIe5RZ!~~j$4<MA80@dVXlwU4@k{Rv2@1r(5pfk-j;>c
z2Qw`m1BiKfE1+H7&{6iIw$KKTmu%e59WrRuCP*z6AfP-@#z==Ug-k73@^=Ft`S4ah
z<q#%DJeVd=4`I21_8#5)Z-ea+B6F_2_+;mwEOhNgtJfM1qRpr2T%>BI=8NW-y0uQ_
zWkM+_L+x2_cM6t$YL}a2DaKNe>e7`Il@2gC-0y>rJBY^Jvmj)R%nmmg`AErh4C*RH
zjGItU$cu>gXgoj`AyX43E4EQY%ApE!36tXD069cMa0;X@TT1G)Buf!^TQ>!%EOyB~
zBwfo5B?TgOiycJKc2;tYnmHEAsDjC+xl$CAGD?(&F_Sn1a|8Lt^WgsgXo0?DWJ%!+
z_x(Fy8H|}bA32<pFq4g=><oRr^BMmD(0#ypJNKV?7(OE;gD`!}<BxD})C4?!J7dGc
z+CF=D2EH4IOlN<N*z@V_@eY*9fO~#~M|8$~Ndv@^HUK%!b^<a$fN}vRF}`OrjuAb;
z9tfBaXZ4)Hh|btB7>s03i~%xE-<H@NvL--B8;8r;jP&;BZO8Of{e69V>4IbRnL8bU
zBO4rTfIM*WCu~fDaXC2zK@fAcM~$KHj1iOUJ7OafoDU`p!HLI$49GYc2Vsm8kbS`7
zI(x@)>*IhC&rQEakW^=XX!v`?13p`QU@9O-Zs7RNa8G{G_a`D_gYAq-kZ~l8gMkMk
zHyhw#1GndsxB_x#yqG(IorLhx6r}_<l_^S8B`F_Lm9P*JWSIdV0!;ZMhJ3dikGsP;
z@z@9F;fw`FdgHH<?d9yxLGhrG;Kn=c0(<w7CVYu891{~0v;q1U12Y6~2lO0QQDajL
zBBJY3)wP!jiWpfASH03C^iibxt)Q&>Mc0y$g?|%kN>>wx{cfOd(XiTCY2gF$OPFrD
z;rs;!Otw;KDGo_VZ4ML|`hk<fK6%?8tA8EDbBuk%y))BcABVerzG08M8%a}HA5u|K
zaDBT)8j`gpqOlGa9ZCX9(@#u*U3F>;K|)j;>p@c6Qj&#~&#L8NwiNyiK)Z!f6(Zw#
zLKfIkR0vxZ)G16v<tC)MQvy<{B->BaKT_wbQu5w$Kn|x=N`MCm86hZ0{uCqxrg}g~
zfyadS?F9Cj1pZrhFa`{P95dy<{c+c)xBzlE_xN?g%Y6H~d-flOI(sqFcDCVJaeLOT
zsd}ZrASu-nmc$G;kqxwf038jbDG&fi%*oIFSeVE6$6+LSf;duk5J{ONV89=3#%Dc%
zF~CU}p2IuhNtnrjJCp7P=ZVkXj{)DO%lpU9zN(=`bGTd76-QS6G%Pq$hfk!nCJI#J
zN|u}{AQbwDQ3^^($V^uit#u;QrLMW9tz@Z6HtTGuN;0J%^G(SlpT8EQ?mK5;?SbBL
zAb<{gVt8_VALai3BW=3x<RjuC?(^H(nv4MNfFEsTK5?J@8M?rExu>`P05Vedi5u_R
z@&k-zIh+KDh>|>ReWr3ipKdZ=ISBy3KtI3#04ch_V;4mD??*}jGG_$+v&J*TM~wHz
zK$w$}w0OuPkE-7_OZ_J5FaG`A-}r(;q9S(5PT$DyJK%#kAKnAt4>90xgMlVT<b3CZ
z2_wmnJ-Z1xJ^uh$kOof*aAXeq&SP>2l3>q_88amCtrO@ek^nz!V{iJV1a>&vU{AK>
zjpRgNZQeVBJ`TvoVYwndPQ=9fM({Togq*9tV+5YlIQvK*J9tu}5gYx4Y;rJgJ8v<$
zFi!zK=VC<U=1*gf&_|LmVVDyjY)_Mk&#~B%8}3BOKGHEhW+q6;$jQOR=49}w>GAzL
z1w|+HgFUiGaxvN@7z5iXNdxbI2<&#+G1_+|9?`@k<oPf^Q-hAf8%%(5PI!J}J+a{a
zpLGn$CI@h)dV799UjCHlKiU0H=N|aj5F!Mea1)u1@_nKN%n_5^1Gl_zrU?Xli2!F3
z41u(bvAKbR!u-5va5wEa?I3Ij1WCe~{a*e2{Jy-mi>p1O20RZPf!K|vFmObYMh0gY
z8=mF_gMtR+l5>dS4UY0p{>zUbdyHg};yCnaw;ozsWw#dMi0N&lsZK2JLQsH8j0rs;
z<2iytn_xUTecl`Uz5YFF5^!L5>?EIazVozqi8~TR=ez(rkPh=RINLr4o+cMXQrl>G
z<RzA!Bp|xt65@bgLY3%se8P~GPg0W7fQimH^l3KK1)7Iy-f%WOG*dLwO)bI{NL54Y
zQ;9+_3{j}8sd3PhB~Gd{pKeFP1CE`1HXgl4e1}StJLH|>OvZYmW&rWF41oqm5wzQn
zEex{S-F3nnZMM**xV3-DLQoc^k}?35Ml=1X!(U9-{&HJskV_$=?ONQfbxS|Q_e-4=
zfo6V>^Eg4;XO9PN6_p4}ZqzT*ZM3w8kONI6w2UA$(olkBAw-lCq7qb00u?`9dTbv6
zAFmOp*kQz|Kl3coDWwjQ<K-_Q#H=I~w8~dfg&}9Co`6C@DUvgJJ*jPVjHZhI%eU1s
zQkJf)wA~%RHc}^|p-T>}EUFXHR@=U~NF>vdD#!9qw);pM9mEO5499UJZWm~ut6+an
zW+x{-`w~X*s1VPevlz%{9zM?>VAbneM@XjLdrYE=x{cP^O3?d7>$M?DkcERyR;8u2
zR6L-R8esC=>gi<tDvLpDcl{fRbe5$FLdv?DDS%P}htee=5C9+!kTI0g&eOPun03Zo
zZ9z@C+LVV7u{|X#Nee*}gEO?wLayZMD}CJoolkE|&j6I7_isum?r0zYl~lKideo$;
zOHgqsaYi7Mkf`Z_9rxICzC<yNz&`AB42N2?NjpyDgA=~<gP%Tg)C>c_efG`_NZvs`
zq7T|mBRp5CboD@Kb(XiAyW5Zomi-)>h7t61n#v#i>84lIkW^5nx9N0=98eT@lO&iM
zcLRRpOiccea{BT1eSH13Ip`oB{{Uw|-y38$>)-=UPTRpg{m#+6M}g-CM*-{r{K5Wx
zftm0pa5#tTKm&2w58pY?HwOR#o)nOF%<b)r_a|w_K^dHI`ug|O{;j&;I)*%ayfNd9
z`Nn<D=f(`|HjlU%obAE{4YMP1e)#bNF#>y#I8(UuAoqey9|tosaoA5_PuT8eB6Hw@
z+72hbX%DaO^7{BQ<@+<!eZxC`&x6>^;N;B5Zu1@^zk>oeMD`~lCJ2Ii9myjZG7Lf3
z;`ZhL04_DJG_T*$eFb8BP~SxjMZr`o)Z6IGbTqCo)AdeN-0G<58ELm_SZtT7Ta~<o
zq)Co0&SiW*^LvyQ`U|HqbbI=C-Epn_K8m;TjX!p$da%>IR4Kh%71rjK-89TR@<ZOA
zQX5}Ml#nrs%)_G~luFXksLCz?WFu94)j0)<AYlU}%<6-MN?;*`1c`_VN?`%}A~m$M
zv9D+L<IBmFpLD&nBh@l87gJk$UB$M=RLqeKlexs29xbwjI>?mdS;-6rSuh+4$OgmH
z_lWm9;zyj|NY3NG0m%m-_WKCj5=r-s<7kc`{WB-Ao{&M0VThUk0PTq&Z?r*zH-dJO
zHv<Q6xSW=LzF)6xv-8@uT=d)7<Kw~`kBH~=bqozfB+vVRIE?NmwCpjT1s~6Cz2o0G
z>W<`-+BjWZvy&&cc!M~=?b{QL&{q5IVE4z8GnfGX0EBTg0NZ@@0o%iEz%lOd^ZCU%
zk_<+BOwWuNp98TcZaaVQW6o|-X}^c98K*TDF*H7yzS=4^P`X<+2B@;xYl5paW%A=n
z_@}v6Q#k5fx7AVxme^QQQyCzE!{TQH@;k@y?lbKZzD#W-lkR8o-yXzy_sr%v(yzNI
zrS}emL&vUICWMMIBw48vI)b7t-8TfzRdP{G#CCHIFd$-(Kz0xt<I&?@CcPc+hxfc3
z3|+$JM%sOBF2Y$?Ezl!Z(ophda+1vq3K7C<!yuRlfyiW4Sb|)MOkIxnwbc4|SbReB
z7f|U-l@;E@aH_B(is@~A6;u_gq0)96b#wIf4HDb!s=kt>2T*!czNIBfOcSnPm?i-2
znd}AzWJGV@8%GeH*&<|ZB_>a>h{X7rh$nz&efB0y>~jSBc>n{M7~^D!j!qsbE+G{Z
zStz*XQOPQ<If^97vQ1M_OaK>{awG;mFdRZWA%VqJ*QL(t_PlP(&Fg0D-rd(M?auL|
zPCm%h)cmWdR}I?p3}g0m6?Syd<{ZibL@yASaw8DzW4~?lkMG`K5=?un4g5$WVYrNw
zx!b&+$B1V?;r=<1pU?Za&pHd?lb&49)2wQ}51{HVT6(F<wrQ?vz3Gcvbqk`XT`gKz
zYV~`!)Vvw0X~q^%$w_gwp(-i_arGl784%nZO31K`YAO{HxR7?;lW|nwV-+A-%88~b
z7^FFhm>Y=2DX;<s5wFVHw63epK+yJmv2b0Iq->+p#oJKQQ?dkPfznN9M`ae-(~xYE
zi=ssr6oC>QWQcQ=$`B3IkAp6Aa*IuTJm|eSsCkQ_w8i$*QL2T~*{C%|mdjohSF3NA
zDp!R)&a#o$Q0>01lhadSeL)}(s1e6Ael2xAoz@=^oW;~SQs+Z=u-DY-^wC`Hl?~NU
z)-H!h*lpFXQq;7iH1le>Qq=zOwG^y{kfI=*C#!UpqtLpB=cP4msrxRWv%1q48*M|B
z?zv3k%(qm~FH*eyJBfCk=AJ{0yz6Ui#HkA@JQn>YsBS3rsqK%Ugyg?eTcc;w$5V-N
zscibGMoCkBWB{ThrCey1#-GK)T{Bm!8CNm~xl?+mBt4w$ij=eV@}^a?=zxmJ@g$fx
zKM<5rIEV?hFmx`h`bpjQ=8;&M3vpTTmhu`_>IIRVfn<=KRppy+NLmRrlw$XUtQ?gW
zi<(IeSycz<fC*9HI(2VMM4WDW`;Qrux9UiaD%Q<GceAV;b;6>Z30P654i(cZ<xu51
zikV(y6?Ao!sbnY>9xI5jY3c$^?^9EkKm^fQT5{mBan#wZC=|@Pk%b{?ASf()hoJQW
z{idzJrqiaItxz2)t<)}x!mYsTpk*ngN$yK(N{Wd9{U{>I4`}b#!+xE8-8%I9xnDWP
z!ah9!Gt+(id^Y>G#mhr*w(C{5Pj}OGBDAS3yLz#-zul4m^(xyfIFuwUeM(cM@RFp$
zdPE)B_#U%qZd~)4@p;u6y3uB|*XWC_o{GNu>L?ngsD9~UuTs}i<B4HUsjF(K+GqyL
zsi;z=9+HsfJZm+6psYx1@dv2s(<wzQx-InRK?>?@H%;jm5_*iK<vH9EAOS;SvaXf%
z)YDYH#ZXyStjmi_okd|vC23G9B|sGdVQ~r@&KBW@LgR#zgL1OSAtu<(lvxfAYGpSG
zxQYe=DDF_m2nImH03{It4d+a+sSPo|ZEOB5n@I@^R#h2RtY3<v(RETG$-uFZF%%}s
z7{ob8>?i~<l;8qGc4zj1^FNdKUS4T^J7ClnUSV9>)(uxzQClyx=oFOA+Aa;XTG6(A
z%|mE$bw#eXsu0rB=Rjrk1vyK}6>D3CI#kt?lHFmaP$(&(qhVDJpn?_iHFZgO*Hn8t
zpG`^WKoC=z*0sZR)a}vgi#<K*l#Y>9m3*yo5(iIGTx}`pQTmDW+@_MEN{LU^=;oEN
z-v_IuuT;o&V4uQnj(RmoI2|mgg*fDpVo>S<QbBqQ@sG1DMz(AkFl^l{?If3Q<D9q@
ziWu$`<1la(M5HNj1ON`W6BtCs5v`kCwTfR{^#S&vPR22ac=A3nI2gyBRhy)QV`8^V
z##LgKRaI2Nbq-^YygWdXU{uo~LdUDPS6m%0R@Ky1yO>+=xaksLgcYe>DaI0>l%ymG
zgn`7Ip55?Fjj~9C9?=BEfB+CUsa-7hJ3GajjU%+`l>{kC>S4$v0@JA_rGo^*RWJuo
z5dyi(-4lD}UcS*hxYLeX+tfPuR_WatVsh<Ri+!=X#;3c|S#68CSFI~<hJh88teU#F
z5~S0!>O7>Bq|VNwgheB&sft9>Ae`qg;0T!j409NKiU1-b(*acvK=9iE=eF7M{o#$O
z(FBnuNCRQ*m>>=J1Hm77W4CDAA`AmDAc@<|%!uvVzIy(^KaL-Vu2Az+oto=Xd_Gj@
zzENo>b*1?>4q<9~tF_wAM{IWIc1E70x^ni<Pf>8RdP3b%M|Q2WF5z-@mTU^Vu(0^z
z4orREW(>*L<JvL?PZ)?>iVovNXHZgYB@k|)BC@R&=8+{#nH4H#z-(bm<u*1Q_(ui<
z06`8z<VavPHW3W%?EdQR55bQ)xksk{9&}!w)I7$}`eOZPsMSK}Yt$N^&1J7j>h*2%
z<4pI<T&pRabU#5?N$D1nzO<*LWh4$}d|K*lJFGq-d5x&FrOJl!VYpRk^ibUGueDb}
zTDlD-V7J!4O;XV<KH9Dnbwku_sS8k9Nl?kx2>|YUlQWL{M2t)fVt3<oeh+>c^ryr%
zUc5TC^Qdh!8a=Hy=p#+PY^SQLdj946{VVq?W!0p%!&XH=MKq~z2~Yq7T^822^x9tP
z)VI=-2TDX7i`L?TYNp%1W?488M5zEOse$04f?QvSk<2F%9GE*{U0u|_N?R{Sy%nwd
zM%r%n+B`uZq{$%RtC>KttZAs=Jc6$j>}?1zfc@*SNTxFG(MS;~c!43)9LyOxA7LgV
z8w{jkHZufC1WXg+AV~2Z4^G(F$eogRJL3=GuS$G8R%kP%Z(54$L980oh354e_R5N?
zN{a)QKlBe<Eta;_+s)pPNL@crTV@Z`V@v1GH`;sV1k4g(#!d$OSg;e(*E~Zx$dwdP
zgWy<EI;j~IL|eI4s=#E8lN7{R1qtE<fG`^v5#}99)4QKaZ&|wn@od?p$#0#3WKn48
zC(VoAF|4K;ofjzOHA=L6gH?b-?G#QaoC<OX2k1Ry{k?y)4^8r_hS^}}rlVs0rnz-z
zrLb5poSf$E&bjN=4XUEsMPRP0w`jXfin`%$cHKh#;;lD(4UV>+;K8+B()q4t*ZJ|C
z@_m8May)<MvoZ++d*_5mpRmt>cif4O1jmEK86rf%5PtCz35d?ZcAntzt=SrR2Vojm
z@XjRH8I>9+>}1z$xr!{o&m^dd4H}6GBJE*6G*vK&fPsJlv=mVyTwFX~YZ>AY&fNe2
z17O^9o%Z<FeE4J6`gfK5^3a;&RzBr6p0d<m5p$_#mZG_I?Ok-m>de#Wrldo)4|-Ks
z7FMLR(%cC_QWBygj)VMH{8(}~n7oYDnjb^zx3vbL)DLOVO-ub7)b{47(Qee%d(B(U
z)n2UD>SUBtTbyhqr=2TPfhYweo;drM0!WOR+hgapJQ741@57uA1M`e-GntP&7$+0N
z&gtY8!*jx2ua}Y}oEKs2i8gTDjFs;9%1ActNh;M<&xZ>ekCfpNI(Q(64g`8PPkknJ
z15GrR{Lz>O7ORU}Q2k)<my)s4PG?#T%WpEaWd<qRX{KzD;*4T|quS%2a-4Ch99%#^
zcu|bx<^&Vea$~eik_J8C@!x-eBW3>p#j{2lKa%`I=CyFXdVYbZ_0F!odIq*Xd(thR
zBk7m$8R+RH0Vj@m{11N4--sXD3v}j1pOA0z`4=8nT6E>(P}6IzQBkIxs;1P{_X-LG
z*+o5~?7GJqU9z$2<-D3oT1Jq{6;P_G%1U?Ye;yyRYvLdFcHFsnZ|BWtFD?!9Njk-P
zKIO~3L3zL1Yn#y3_If+opLX%4bk#*F{XIosxYIE0D5?1yy)VtNNm`1kI&2=H$H3o(
zLc$xZq(tgcC`kh%BoAGv2u8V3Q9Cen)OZZl(7OY3e#ub-@Q49~zdnrG{7*+sLw|dE
zrrz^A>sCVA?v-Xj2+g~6j4YpTLH_`B%;8jm99!~x5DKU}SUIWS0Qhs`Bk-U6WjUT~
zf{@$IZl4J>ewWMq*wQ+D+`TZ*?xfuQZ`B}wrV9)G=TYNW<aZ#++Y=zb+8}IVCo_xz
zcXIy#O}DKz?ugOOzU3=guUBckHtkD2KCL=0mzq0T-)SofL2;DTDa3k-Q(;N^!4f#?
zCpCX(=PPt?EOo}Pu<E{GR9>`}k<=QMmTuMBa-!K-<&M`?b5jpf(rLOHw$S=%7LTH|
ztpz}Z5;}OwIlArbK0?*CW*)my+L6)mjMpPI4h{jLZKHw9fho>ZIm(o#F?h};$;3p!
z8LX^Mk7{qEq=v9-1(k0^w1#VP+;>#mdeco?j9|^LC3BuCG#5#^-}V-UIwUwC*s20)
zV2PbTOuIA4o_q3A-N`;zTkH9w%j+$|%gfy(YP#C4da}oExzXIM)+!n+i!R&iD_N`$
z3dSEQN?B1oK|qk8PLlFc&1b&zPoBKcwuUOLw=QMs`+l3MYwK*=t8cZJ#~-Iu02_Xa
zzSLV<dWzXvlL$(WUo%d_CNf|_9^g-o!@_pQ9{&LN$nzJIbdA__HO0Gg6?MwJSG!k9
zM{}fgRTS;eCYicQx>ti0DorD9zW8x!akS9{w9;F2y<1$`I_Z=R-j%N~s*)FS?UQm@
zBbB>k8H9+)xkwgll8TsB5CjZiOyFdUau~m8#;v;h^strH*qt)AZktvfDmzVE7#TZ-
zJEsohT#^~IA}Xwl#X%GZR8Z|4q)mWaKtSMB$Xffo_$U3Tp9Q}OzYMw;l^pQqealSi
zt2^5BQP<fi^zGvK<t2*att(!qyD)7GR4EiSD!R~7vK&ZpS7p?(^5s<&Ca;{|7kt~%
z9PRj(=Fc^Gb$5FI0HZaH%ENKfcUp#5OskCpI!eQC`PS*(>2;cCs%WZB3s1JyN+|sl
z)HK84Of~bbq5eGVmlxQzbHkU`d!v*te5+cIPSV@1&9r))ZmG|axYShBxZ8?uoxxje
zxviJd(n48UR4WHc`EAU-2h590S595(TV3*vwptF-P&gQ_wxBlIMLm6;<S|`tDFrEQ
zs;X8>(w?@EreSB1Z%Yb#)@XqxAmrMKP6cr&3nKOvVZZ`l-FC<nTbWO^VNKelRCB^q
z@If%?)`M$w)AF;?a-8>arF3Ojt@tI=?JiPupz=-yF~JiiM96f+#R3TN7(~V4%_$|-
z5=bZSI5GJFxC7n}2qttEnLtv=OalOc6EF!m!7&)dOvFVRj-a`T$OcFQw3#AclAt>X
z$pdaGZ7m>r>j12i=>nkubdwRX6s(y!N&p{8DjZekE<VWk4?x&+-~pbVIooV>t3Ut;
z0y~J{ec!LZI_EzTuPUOoB}-FFN+bfVl!6A?Y^&4&Nt4h48QM7E4?XWD>+wm=+kFFS
zdYNxny%f{7R1;NZ({?*;%mg8{D7w1AQo59>wJ8qMxQ7W-YAWu%MN-w()TETmr71v2
zNC`+IsFf*lpj1@}j;@}Mq^)%uAN~(-#m_l4jSs|kEwz^=s5CD+w5<-KZr7}D8k&~>
z0B&PdB9gYMqO96zE-bB1dT6etc8PM$vZ<N}Erzn4=N`X39&R{0R_&0IpMFTz>cS|=
z1(YJHBx9`kg2qh6NQx=U5;hYM+#*0J6bylkKs{Nj1O;H&x8}4+RFDM=+TFHfQyCVn
z1OTeLRTQ!uL-skG!w8oEU;)R^u(Pd_4a%;T+@7}jkfn->zfHuICFD}m^{H*-1<H_8
zK_~cC2)$>e5Y0392f9Df)+{qlmr}V4Zkd8s<1Qosrk`{X{6EA`9lUGyVRDB{U8?L_
zzgBCija8;@ZrN`%)YVodbnR{O(Ng6N-_dMZt7}`eF6B(%qG{WpaNGKRZmZW?!&@76
z_+jK#9lGOcPbj%|t92VM)2{H|kFhSThLGEd`G;>U+Z(GzN*e{@>3yP9pIrehsR~z8
z%KAXs3|Ar%?Ih+hqJ&jc5-ViLQW&KJleCx=SC8!pOTa-8E<{6!2CmBs{tlgDyP^`A
znw_+4_V1#ZOGG63;_`~VMe|}gNEJL{YBy=Xny7OOE*yQOL;$7~%oX!w{p!8MmfCeR
zl;KNpH1r5fD=01}rD;iO94J_xq%Fm!W@BzTZTm8pX#887Vyx1BE-5rgw1@p4nfY?=
zs!h}73!lBqg4iDnjHEOcKZJ41XIootINOORTT5F`Az-CQaSAC~Rxm+Ihe-z@jE?+3
z35k>7W-=#zp#FX{AS;VH@wYv1wxq4z+-UCcBTxsVKpYA^o#SVi1VL8(!l}pvj$U$q
zVB>)w9$3)bQ2qtAQq<J3x6-+W*IHFh;a&H2k?6_6N<x31iy0wmvtIJ;h^Q=F2rk%#
z;0*DX?tkIy;-lfa;lo~X^H=j@nVKs@>E`)!s5G5LWmQO1)OUy5(~mI1sBMXUuohgl
zT$!kKbk0*yn)b{7iMUfbyYJ(R_TT=_?P1GnE|1YX(!FaPQ()EX-Cl0Xp*0({N};3D
zSLCQt-yfoC+fd!c<8iiIS@~M0QmUD$s!LY-M=O~4C6Yu*>7O%^0%I`)r~@Ry#^4xx
z4%pZZ^O6a`_lOCPGsO!R=(TF1vaThr8QCRQZY|X-Vl$6OQ|$+EK?0~p>i~eNVw($&
zKnf#)3{}5=`d7$ZdXpQfFm^<JyKqD**vyc9GUj?XQ)}C}2;~$QK&ZLS4}=v^iy~13
zQv#$+s0Pgc01#Zsq2}*5wU;pMv~@HT8iD&jq@=1+3+*vz)AoxR3#(}QWV!fhcocw2
zTmeI?s0=s0{{Ul?24GGgm>%2hJTJWOG4HlMoy6linV$SFai1iU`WZNoNY3V90iHTi
zIfHn(_A!jeBxxMcs}`g&gyti5s3d|UG0ZtQl{CsxF^nQ{430-|<{Osbl)G*_g6f)B
zjwY^Yxl4v!!buSn){~ihw3LFxMKCI95m!!CITB0&iIl)X00BS(IfEdX8=3RkN&6H3
z0A4~#jH(FO&Sc~m_TF$w+Z;o-*Z^j5eY+51F~9r%lD}l<!G9+{CV63_E!W;z=sjPq
zH7!;Ck-Ltop>0S*wEB}-0xIhR57f3PtonYJ<^49+q$OnypsB!4qo`No4LpNJc0r5T
z1Xhu47)I=QK)*TCP83YpSmY-F19J!CiMWnX#`y~yMYM(Hvd>&F&8{eWUA3`jNnVoD
z^F(lVh{Z+7!^b)Tm9a$J!X9M@1~H6O$k_)982KSU-!|KbBPTf80UKoCgCEcC2_3K}
za!7;UJ^YYjbCMu^B>vW4*te_x7x{gA_>R!_j$c?gcc&boR;aS+%|~>seJ1l+MQx^P
z(`T=?ThmCJby=#euT3GYVRriZH=1^gTP|pC=G{nBYg21VkhCdDTWSR=LXt=!Nh7H%
z1Qe+!AmEPNWGvglD))s(Y9v%5XE37Wn*6YI$;kkMcFsX16igHZ&Y8o2;!_bqh=EPS
zK+*3TWVV&TAqtGtO~~1*ge!T-H5OJfK&NhlffNPGE!-xnetBEENmPmnxlKSs>$enK
ztWJNrP7D(wJ7#_R<Z%e!Xc(P|ffzn=oMezkzXa!PkABb$k>Ct_Y<rFrnDRT!Vs@GE
zd%+kx>^8jg_y#ui4#Ut#7!c2%-XU7QknQ2recoFL`F@)2CYAl9{FpTscW$-~cWAGs
zdV%Vv>TMQE+e2=$<4#m8DvtGASy0I6aY$))b$a8Wr8Yf9bgpsyX8b+sep2%nPHEj}
z_0s<Usq`+Yu-h$)()zNEM!xf8t+!K$>h2awOM4*>)P?$=Hlzgs3pk!0$OpDaB=7hB
zec)#R4Z$a3f5ISlm?lW_Fmt$yP`VFeBK@p`Q_VF|ql8@%6knot>Kz3Lu?VO+X1d&<
zIAeu1(l~*!#sVNA-Ku}WCFug{0%qTpLcy3uZXwJwhwm-N&E$}5@v6-iS*fDuBiRF^
zCgDRA?%6s-s(}ZPCE_XmgLx6pZc5uZC(7G($C^C7vfM1Zz0x+@wW{Z<>{k1Y9m?Ne
zp{2Mm^}edTn!jJ>*?mh&SyH7$Z@!cKB;9na^W!_5H?%u%sI^`b%?qZJsdY@6chzv_
z1){Fr^$ML3R_&GArBkV>aI&Wg1a)!DnT$Y*lRIvEL4klf#s>0u0h705IXmDSq<7!%
z5CnpKEcAJU1TQ3-O}{F)gH@X-s;DG#umzl%*qDi?bWFYsppZc86DjS)1~zNMGwHc<
zTyi=X>SDpSPSZrCSjshM$@|vI+$Uue+9;_wa^(lfMuCw)7b(zY<P&lwKP=@;sfTGl
zX-cgB0OY4ePsyA2`9q=%0qC0F!w#C%-#aD?{{S!ZKZb*kOfS-s4@VqbIo@Z;IgFi&
z5J>hX2eFPb$HOLq)4b2;mV?mxwTCKn_2#1btDQSFbreoiwQAEBtII4Vs+Db2wd+({
z+H9$p5VDmiDOyT_9R~QY_)z3`F1Z`4b;gF$Zt49&r`^+Pq^cT^Q{0=VYUio!_G-4B
zrM%uQEG<f=xj5icZML*2u(1&wc;F@A^rdTeO<y{cmy(xoitQv2k8Xn``{qqXZIf84
z$tbcUBIuuslnyXa=3qFuLo=wBW}tdwG1T8m%YGuzvTa)~HPn2~xgm1NNY6M68q{Sy
zDB*(btwyY0DzszN43NB1Gl^36U=spBvH1|iRYfbQdX@L7UPth}!>eV)$pnDoN=m>4
zCVrp+gV+;wwXSa~Z8WzuP+uvNg4NoQr^-@bD52zfPKO`@msX{z3JE<&paGe=AMmBj
zzJ6G)nvX}^G?lj1X}mdPef>>xx=}6LgH$w^2O43kWs>sZ(A_<CDwMYaP+R~>7{|Qi
z<le31Uao6KYd37~T;H@(Ug_#Am31|=58LZ1YpEG=w`%CE&xHz#3bxjlDO)Kh5!47K
z(r<G>xtLzxZz|Dgrlm30jv|6*DHMfB#}g0$07QjQrZGT7#RFtOyVoR0=|-bP*%8{2
zC1*{uv1OG-7~7$C+!1cnT<au&B(NAy!m^FmB1bt2MNXN3h8?qRdb%p;KX}c<O;juY
z09I3|-K}7m>QdNnCbbf;s5a3kNGog;2t0N3mcJStv(mh<(VB5KEnk1H(t1|Mrrt)M
zZ%)=BXt3JYwy{#LoWENtl84)*XQ@9TDiZUlKP*_6(Zu}rlPBCqbM_NC$^Os39<43r
zoNd+=@*N8Sw;Ag~!-|+n6oL;~lL05Ix8EIh*-%%zW^HE@a;i*R8NvYB$=e(hQ8K1*
zF^EwE5XIO)Lm|VGh;LgajBC!J=q#+%&YruBZ1Q?F7`XtIj7Cu-w?V;OAY_wRQxug=
zU=ia32}BHFP=*bQdGjjzy;009ajIRQs<$0etMw+OO$}ozW~P-F+s$>&47`;A3uILK
zODXz#kfM_S4my?apYdbJ-dyrCNoaj@t6kIDhflky1ywS%-lw^?`*%H0c)e1%)m56!
zai>z1O>%9rmAKlQEs&r99CLEY&a|wjZ}FzB^%hiwEyZfIG~r8X3F~pU5Bd5Y=;$rD
z>be8InUM=Td(<nHw09(Z9=3XxY1dg-Z9zRlsl=tlhXj&B7)#B76A6Mr{BFAz8t{T=
z0VJ#T%vd>U<++$FiYt*ujaFuf1nyfqA(P}eP^JM(h(ri(AQI$#nmOqUeCUp#PHIiC
z*4~x4ZYa5EnMCe3FP+A&jLfWT+r^09E>ao7E_-}qW29m_1c*UVGbC^@aNK_px~|*K
zE_>^(WuY3Zy4bIk7BpL`6G2r-x7xJnizS)Y-lwT)hiQY)+n;oN%2{7Z!irK<K(KB4
zDw^8uHCC*<P+M9<$Z=M*zL%>i8%#L1l(tmwq?aK<OJNmC2|q$YmW6S0-X6bP8B<y&
zw$b=YX$3U4N139zHwcA?kh0&RM2>*U+Hqki{nuAVULUTdxzp7a?sWBx)i}J0*4<04
z<Rq)9(Jliig`}+{6p%<z<7JJGLMAFcA*qxW(b4T=o1IgEmJ}JcO|m9X<S78ka?>c7
z<tYG7kph<>0ax8OJeA{i+?SNHY{@Nj+*21kqD>JpY=S~=NyMwtHg2+unKpps(uGA8
zRanGFgojZ<0WrRqzww&*aJA`Tt9LXxaPz6NdP=H$S6Eec^;19+;^}N|Rj$3dkg$Cg
z1uIan5T;esLHVw}>T9+7q30{=+%)Qa#~Pz-hUr*sYwAO7vWN=}ASDTL-nR%xQE^M^
zQSQ0;68LKtLq>FET5dvzpx(}{)xq&q=yaOJFmHm`KY9!OA0g=f0B6(agq{Q(z&V^i
zfgWcE-@Nt{xTEwqZDBRkHq)ucABBtUVKUA=m?lFEkhT_p!NY)8nZmy`%ks<uM6g1E
zj04}l@PQXt6DE%rRid>1H;I+rFvhW`Zb`GaT_W0LmMpohILO|}X2nuC87CjwP&h2?
z6mq92AuF7AF*7g*`NU=k&hy@LAy)Ex{{TIPWKQIeKfDQqWQ-G#d;57FFeD5K86%DI
z{;uA8{tfuI;(WX=e3`8LB;Rkw=LM4ZV2|j(;r{?I5<Mc1#5z4g)9Q4ns9ZBwGzGcY
zd-7GJUv4^tY7UhGbIgw`oCLss=J}~{m~aH<6L8K0h^$R1)NM}hf8hSkoV$C07OTv6
zGhWl!6M8OtAh-@9;Lf`fzCvXKD5y7EmO<b)G(eo=Y0qQdGutt=5HJq`GJFX9&L`N9
z8x4sBka&h;efP{yw_&l9ox8_kK%7UMj=)EF9x?4Zjx)I*c<_cXw!@A0+Z}v1$A;Bk
z2cKQA9__jZP5k!xQ<yV554>!41K4@(um*SY;8&j<wdAdDGFs+6>DvuHs$)qTWpXVy
zd%I=Z8=8<+GUIky8-+_jXuL4AD6mkn(E(BbIs!?U7~ea`_yGsW!59<4F_SyzVn*IO
zW)IvD1o42mt>#x;8|Vomxk;3XTY{%%qG`D&W^~!wLXp))auh*k>G1)QPz+uo@bAPH
zCX?!A!K0V`y{Q(nc&Ag=(d16WwA*(s;?@aBc?d^oyKc?v2S*^Xl5@Z)JwW7JmY^JX
zM5f>W0FJJFa@U<T+_r0%H>Yp3+EtxetEFn}_j^JEx5qT+%2Tx6>W1G^_eyOQ3n$R%
zL3JtWl@K%zdv?j+&e+a3@#Afw2QUxmoO_>m`{!~Xgku|lzB_IAh>;k?h>j-Mx0u?n
zY%TcHxlxpPRs@uGqH4J}X>_~QOsUaHxeOw+l{i3&6s0c-cy{6#)oo0;HIDxPxHTf_
zZxqsY<uqyEHiT~Fq*@^t5W*3vZ4h|%`=S)AqnmMx?_3<~3W^DXj0zFRn3U%*F}4nI
z1jlU1@*rOvu+$V9Q<*%y)i+MB!!*{o(wc(d(Au3}$l0&<`;A{qND5o3`FdwMTSzKd
zAu0YW*w{Gy%m^SI`++;0{)dG#<W6Mv$&SYnB;bHNh~qHfx^CL8)ow6J$_lnqgxn_O
ztU*k|QQQFBCmaZX;Cg`c9WEwC#5|mAyFLMT6#blwUTJxWc7`qzbcZm2B;!mJNW5hO
z6ii%z7zA@&!RIf=cf-!4<sUJ0?w!_^7kl=n(AuL<+bx4i>e@9Mh3?H+Y^M)ZTx@if
z_7dB*Np(&dqLlO!2_SWG24oNpdzp-6duC@jnA;@r1m+A*{eV9EV4T1nV{$m!Pliv1
zTJMPZy<E#Wy`3dTq#3cfRaCng@2*ujeO=Ww%{5Fewsbepn>|X_wbYP7KuSrKabCgO
zwx*H5%R31N=|vgCcaNS)7#=8)oXE34i6<V#BbcUDRLBJ@brchyh)u#@v(mbQsoKTq
zrKpx<DBD)!yTK^u@Yduds+r*1yhQ|^&qyrg&CPH<Zbg!6&C7$Rw3AlFMYxqT!9n|a
zz2Ha#zkeCuake{1Bfkire&^c+dwym%{(Nm0#NWd$Z^MOVk!jsr&aR}@?B3T&REr|)
zPSU$#U8OZmJ4&mq;VUa{@l3QS6*z^0gMxK%<o^H^6DNH45DDA?8;-{kc-<kUqizV+
zvk?wK>~p|W&774r(FFk&jNM$M;Ut$Jkz|xi#ZfYd2?rSt5gH!)v97H(y5+2!+9dFI
zL>ZcrQY`M6y%xrN#iWx@<8h8&v0SULc-6{kHgvH$YJdrVz+#oi#!N&38I$(_z%%C`
zuNnK{gP4{sR&&EdYi&<eQA4L~H8)dqs-|YDsp?eK*lv_Gm2I&`hbq>pTKcM2NT))b
zEhXfDv@OIhU-OtJe$q&cpD~OPk?oQ=JA1*MfH>|5ksob{#~-|#1SO*+BAl5*w~=D$
zgM%V&1xkyw41%Xf<{`>ON<{?3If!5>uwenfg?Q~tk^P%=+gEf+8mTF3Pea^M$v#Ny
zvQ_jfi)kjQy>3MjI_(r)vSf0JRY=O9WfKKc6LE)QzAJt&c_GYRO6pA+qjf?xJ^J?j
zh$4+zQ&U=|nu_;BbFDQM_d89Zl}`rg3WZDm0Ej-7fT}>nQEs-MkxTp<qoB0qb-851
zn{^FW)1-Q8C26Q=(!P}XsY+1K$-JbY!_@lJ&r{TYd>zc}HpU|ZGGGJSYy*A0_7FtJ
zosa7{CN|>(X4$b;JW{bSD?VMi&sBb+(h8uvfmvi*qGIv4Y}GJKskclD0+$eE;wBIf
z#fz>w<9BQQ-qQ5EnA`EPY+#w&&DvWm<QYa0izku~$fqJsQenqwQN*K>Sx(dhF+ngQ
zBodg%sIK1dOG{zuTEOs@#Vtcic$D-hNL3=eI<zezNhu1aNOPrOzQ0ZHPEp3(X=-iM
zIMazFDYc-XV3D$tw53TT5MY6WxCf_?Abd=oz>gUR2l?ayARHbhlUq<7ORl&oRD*<7
zB{fZyj*-$(@K}zJl*ol8AOtBm<7?Z)9vSy+Jup835x{4!l`;X2xZlV;vETvVIq|?`
zJ`&)@aAF4j2*%Tp2KW;m+$n>&#sQd|oxRNa{*%P=9-wvS7gb8@ZMZ&>Zge)5Tq^{x
z(Wy;9bsarP^iusiN*0$Ag!*fqw%97KDt)_4tkpWo8(L|cOSJV0Le!)jskPCzP@tZo
zs=$z!60ouo`DT1}5%Ab?xNI5o>G%EbZg3q(IPwpd?e=w|0s!s|Zvgq*&ST#lvB$kV
zJw;oIW|fy}9#DYOC{wE=AP|HF7zDzKgaSY$anrtC{>{qGRm<%!uP?mMMV(rv&r5fs
zuv2L_YTTxA^VF(J`--n@w1S5Ir75O8brmTEhLqBZv>RO;mW9=Nw?W(0PeR_8)K|ST
zS5t3q(x|vSWUqeLQ&8nn%aujChbb28Z3n+}g&_q?DN~Bp;cokK;e8_;4<uKQVuV5R
zB|*|6hEy^;9dr^+VCE3T10r=w0vY1LiX&>@Iw`68ZEssQRqJal2L*T(4{p9vMjhZk
zFJ(#Sft$xjJ9Nz8*<_XFKSi>*FqemniV&99;B4E9PN1q3N2O~`zKpe3a#00A4Z6^G
z(xWaYVRZzM60WAfC`#ixkkV7GlFva)Y(uU3Z&fL=Q*eAq>ME&xEHagXN2JIJN=Z*y
z0I1svQE-x}Qk0^l5@e{EDkPt%l4O%4l4m5(3%tO@o$@!Iv`2jJ5Oc=KpJq1dA{p=x
z9sVL606LD<Rd`@W`}zk^9Ouk)xMTvoTzSWqr(SVxxZx^Wi&1fF%t>05r7B~&81Jy-
z&P2$}Prk-Z<ViW+44+{T$vwOue<vhNLEOoYu;7@^H^?44Mns*Dj7cXXK3T`N*^t-=
z+2$kRQ}yf*ta$#sRC{?bF}JjsgMtnToxd&tFmsOEjO2~5BXihs1oodNKX4}#+q7ag
zlN>XQfg|;UkFb*lXWM=F01vlscVDtSGk_7_=bVKx_2J+>H}UxO_tag40|iH8^#L8X
zIXnA)QlM=ze)GJXW>j{Z0fRBW3V-Zp2gLh?i2nc%0zeTM>WQ7lw`r3T1AfDK&yeSD
zp8o(1#6BB<hCnKRSBKZu_2_a$c^KG(`FHO#w2%x>9&kL5=l<>(CPac@;0*qew09Ve
z;xbO7{{Uj4{DH^YkC4a!dvVi$`XD_6*giixjlci{!ylwG_h-tow>cFY&ejt!E@}OK
zQkr8M!5zeYdB!smCTDB{K$#~!vpXHc>`xhMomQKZI{yGvU0kGfHtM^glTTO@m9(`s
z!z?(JDGE_#LDrU(q2St=(o}@01u8g-W)5WIYz%$<qu7X@`1|<%eSdv#dZoUm>Nfo^
z%fCPV&`52+v#vaRdel=tY<Af9{I@VaOmInzN<<$q_x#BR#(n3AN$&*CcRk>pvAzJ9
zB4d7@07yTaNZbhXjBh*S!1r(Q`uo2B04?i89OL32tH<u?@E;hbX*k|vbAhoW88aF4
z<N{8_5g0q*5i{Q-I3%CsW)axTjFX<(kLEKm-T=fYGCYm<$C)w|1_w+Z@Zt17U${OL
z_GC5<`gmj6)6b<vKHmN|#K16jjQ2D5LI=Lv0y1}zG9qU)<{~(sMXtSRanF}6C7_>C
z%BLEmY!!~Aj=H6?g(+Z#B?(fNprHx+lOvRrwBh8taA9t?T1p$FLzP~sR283GhFA$e
zQl&|CeM?G`l#mjm9`CN6{{Rk{40ZDgjP4*F%m8_9*RDG4fDN)f+L52i4EM}^w;O;)
z`GbrJ3Q<Z@3Y4V;q$Wu!P=FGh)Kp*qo&NkyrTSJJL1vUx2FNNkidjR2Bti68TS-C*
zlD5|ELBJlQbtQhEi`SqjEI;ySE-lcS6e5o+1q5|drMDCUR9gvKiu!(-?k1Ve0~zto
za2sHKqv9QY{<Rvd73k?zMLD8EmfK-<>rEVbs6x=7nw2)<n<!Eo>un1Gv(^dkEVgOb
zd1zfiYC=g*RTx=q!X|oLeGL?#kN|Kr==zF+R3NHRODj^AqE@9DQ6!Q|jFlA<Nh&5x
zf}`AT#533&0rwHyK;JpUKqT!PMt2bM{n^Gd(;@Gs{RhL};ei|u;yB270QnATsG7=F
z3o56#vbDAxE*iI7s!OU^Jta(mPSR4|=t7%WDuS}GAf;X|OOTqC)3&6#g|$M4=ou(=
z*4}XiiYC}-p-!O=dSwL(C_zd=KmwRgV0Mw*fB_LW?c@S+x!^EH_#d8dBQdr!i3InP
z!^=NIx3e4kJ%QxFZIIs`M{xo7`^VYr_Bq(#&NuHl18m}QVC|8)J<n(+dlELl#P=j)
zU^BuqF}`Qoe3_C4ayww+cnN?c=5S1t-+i$oaw21X(VXrW5Zk9-q4#-*mj23TJB9={
z>DQ=z-eKjxvWY738^+RhK6?o<<byI#536{H6Em6L{odj{L~#i3xq<m-u+Nx?An)8q
z4oQRl>BRUGu@ZYsfwvQ#`iJcH4*omi%N{h(hC>^5@b~0*5!^t0G2>B55j#YmA|td(
z_dfHEAtyQBNS(Yy=WGyrz#ASEneD!2Fm}v#&Q1iA0(e3oz?kzBnInDs#0<n4?EQHC
zUhoaGpFaW31U~T(e^B>;U;s1bKYU&{17YnT{$d9C+)N(fCp(|EcbpL)ly5r%AP517
zK0W*Ww}Ll5akkD(c8H7_86*>cG2%urcHO^^vvAlt`}6njo`X&Q07tMo`DZ>s*8`q|
z(0%EuYAGE{)XzCi>PhKaN>WuA>Pn#fNHGdZfkKB+P$TK$?iZUK>?OTHL-IAHARE=C
z2|}D8e;swa1hVmf0dauahE$-DiLzvY`T^`o+{_NrJcHsSCS-l23EYf9-vhQ__~F01
z-|+qZA-|r~5ccE9M1S;rJbDLTA3dtzxmYTwkZNh&X6bDvQE{N^aiAqeDjO2@Bbb#T
z^rb0KgsEHcK+GI$qq&&x`femaC;9u*R@G5C>ry<nRtgq+dP{34SW|wZYYJ`9m4Hx{
zq=c#z04Yi0=}l&wz5tt>CdG4H{{ZD1dtG+gg_DI<&?JRZbuCikl*A+i&q_omhTpf}
zu>Ss@-x_WmLq2%$9lD3#koVv-R(@j;WaJ-mHrsq09^ytMnDQWb19EY`GlMyeryN#p
zmKxhqQu>Qkln#^VT&S1x6mEh-lMW{>I6{Q9@=&qWfJYQDwg7|e1c~kejQBG+$Q%c3
zd_PDBmOOkh?5BWZaNF+3UA{g8<y(31Tg|-_$<A!uH7>occGqIL=zG4MO?y`Q`=O?;
zs=VpjlL}omwwkK1(_2=T+AcQ3odv|DKmthEUybjHK2UReml|(La_dq%sIF9c;)hVy
zxT_AJv@=aZNnz9$;*jO?*KJdacB1W0eKu0KOKMW01oHlKnaBY60sw#{j0o>DIV5mN
zp4<Ii@gT|GeY-&ul6cVH>FgYh;==Y_c_Pa&A^?kYoHs0a#kmfeMpZL3JA)VssPO?E
zrc($IM7ZMO=!<vKYfvqn5x6uGJ%y^JopLDsSF#SHq?EZ3ERyXUIz^k*rcsO{Mp2;v
zqT(UK#43sbRSc$N-hTf8`S<sX#@OH544xF`apZRpW_`Aa9>OvS;dhKrxrh<tb!Xon
zksv1qd~f&P8~FFn8|HT3+2!vXb@uyu;<@90A7=Y!J9u>a{oWN9h%#}$*xqsk{jm|>
z94Xtu8JwM>W@cwFe?HTl`5Ex-uKplvH3cS$s?*d7(=1yay4C7R`uYlH#ocwtp+hF$
zYP&w`jvIASmJ?1Alr}!2DI7j|{5osjhx)BQORcJO{c<%kS0^o1x^lX{x{+qksw7sl
z@wnRURSi1d;uMQOH1MQ3AwYsS!TQYs-+rz4voW3F<L<s^@xBmk+cUw82=-s&002B(
zueJe=>cRdBwHwqQ;Y-x%vD40XC)VD|J<rSuPUXjF;?ECzhj#*iPG4;N02`ULU~+TV
zO#X6vWbK?_=QtpeKqqh{5gYydXFI^0;&`oFwAJ?R0;p}3F0_82@`7pU*NOTnDi+fV
zFaha9ic}QiDVo62_WCp_%igB8Q7r}y9RO9<tPupZ>M7KOu(bp9sa~UL1uH7)>*&sP
z-}HPv+kTMq+N<1vbrBKr4~LKk@6U}{vxo!}2PEfV<9^$02_v@?6qHr9%PmpTRMtA5
zsJBYP&#VFu)KJnEp@gb%Mh3u77gKj_C2Ua?78maCBoLar-AWSKSRj%u>^7=*T2g`O
zOR7tN1ofFK23`Gas2pij^tBCIX%&RiT4~s!X|ixV6||F3kq{(QK?w#)0Pyk;Xms0P
z$Df8o0|B2ebY$BA20C>dbjN^n_WL&LUajc6svAr9NA1=oi0VnY*EYkhAb$~UhQqEE
zh*wK%4XH{`NIy^~uRjZ46<-Yer{u1f(7M}NT-v_r!+q<frqeo(qMEQ=FSXZ+HMW~&
zb7gP4ad@%&=8)Yg8)@Yil2*Pey7RBCPP*dVaYQL@IHfI1A|$CwB}y;{@e*(%W<(NX
z_lWKK56c<wBn{6RmE~teUeSoe%c}Jz&EBN^hGeP<tItUlkSK_`Z0R8<Ez+PMDd!>r
z1`X=u(H(HSGz#l|cv)>=-bzTpIk#M+Jla9iL5_C%HbG!av67K4$hT>WXmY3z0H6dA
zF$ahQHk;xvoz~5B&Rub<bPHDG*lzW7V$XM7rlG5=lysK5N-&k1sWnOoTTUe+u9+$z
zeGM?mkis>p;dZ%Q7wTLqs;blsr7yarp}yZkWQLm&IB6(MD45ASQ)FNnIQ9{a{{WPM
z{5UdWf@WrXZy>>vaUMtV1HsS6utFv|gj-=awvJ}ilW|Z=Dhe%9O$5xTh(yRL2}lMw
zl!PdoJR~S>Ro&HbNL}|m#dgaT0F=4sB`4%c)T$Aw9?QR3`;s;y>bP8u$g_i$5-Pgt
z6*80*Swn%8G+jVXVYWag00Y>FAi)p>_V64=PwD(dB0lCj@7u^zneZ|``{eHfcmoG=
zIN7d9d?@oLpO!18qtVw5C2X|XuFhEBe^T78)M|F%-5ni!jnlJhv0hfRH&0zmRJDeH
zQ=uYvAC$DrTni(}OTBL%$up*z+&Di9Wjdk-Oql=^2%K;Qz!*n;wy$NGWL=ttI)$@j
zz{p&)&QV>$5pjtE&Q60=xz1L>j6#(pQw}v0Im%E0430zswVWKmKG-Dpj85hva1PV$
z^p*bri?<*@qyGRS{z^G;X+I4u{wMtqv3?`z3R0h){7_K~fqS6({;{g+3;p0+fOz0n
zIe9g!xf`pS(YnpcL)S;`6qm|+izQ`EWx4x(Wld!xE;jXL6~3S^<}KAttqY}XNhlkn
zgT*-Wi<`fP{ty0C`HU?=pO^eI`fsU)ywmi0evio;p{6W)W1zL^rLvErI&sBueA>_T
z5v92L*t)x|n|{{hT((irr67~QVhAilHB~&Bzh+mK3gj}e!zJH6Kj{0b*5{)f)~H*W
zv!mm8PD%GPS9Qxbi7UHt<RHz2gC_)*Wbji?PrX@+=4>S}g9MBvSOp;_IwlF*d=mg;
z?*=!F6N%3aE9oIgS4jp^ph`+i^#Tsyf+P?@1VD_$1zX4lNdU;tjDj)zU(8PYAaXwY
z9QOu)vjglzm>gQ+kqij<hHyQ97a8h1`G!9F<52f_fQaWm^l|6m?&+Pgwe4@$7iv}o
z9eZ@Qsu2k^_eR6&2?+zGE~-fZG6$@e#1#&aGBXb)b!RPfw>ddW%&PY8v=q7*nK~a?
zU92<}6!euB8Z9%aZI_CwJ5_yS6%-V;bqvuhwiN#WLo0Q_+lXZ(yw`0{!>=H}qyGRS
z{z^G>@_&Z(3!n5x#rTJ$DM&THihPi-FLX=(xv4G%{c|v`K5WU}HZ%6Y#ysOPJPZRo
zR@OG5M(R2<h&7IS#W>(<-M~6gF%{F2E5Z~~GA0uyp-R<WGKldPh=v0QfY(oYNct{Z
zo{gbog~4+{Twc4koKd%Or1dVuqz7_#vM<{RKv6Y&@wl~FEDD^J#Kk8Faea_{aem(4
zhc0}4GV}ickotR(ocW@6n*6N3Xze$uuF24J_Nq(m^4QC4)ZW>(YMbp%C7yz~)GcmO
ziptBCB`X~i_V;Vlt9Qo)jLeSGH!;3ocp3Z7Ad7<4s;`!AmguY8^a1|>&R2pTVmt)6
zl3D-+&!V=>kK&02<@{4e>Nz)>H*7Z&dR1F*6HMxffTvpxxDq~;^>wtR091W({7Kkt
z8!`sUX61|mE1=!l<#f4RI$6<-u~H&DWirAdP!bTiDL@OwoB(vLT}d*c0tF0!j&>Z6
zhn@sOe+-3Vv5<2kBgCHjdF&IuW=Z2b@-yNqUVJ}RY6{I2OQ$PSsadwObfnajHTBf1
z7M0g7iERsg($i4Wt(%QnR7FC9knD7bNjUPqLtL9ctFyYz@_}-uo}*F=!72qwO4;i@
zO9>#KNlq$MWdk5tD{aP9rrm9AID%5NEh<9NKp#qwpcIk}9LMK8X5^zI<`}q*m1vXZ
z4uLYR(Q<*2SC*n`r^H-_<W(XlQ2`DU6a)kWD`mAVyN<}8j=F6bm#`NMN!C(2S~*Tb
z#%6NSW=;hqI7BeJH!d40Qxr&|3n-b2B`}3&o_YL5YtM)py+2p2X>|1xbjvp;ZFHJ)
zhPsNC0_?gMD^~EhT`tuQxZt<aq$yP)DNAwFDwBbv`-lU<kbV45c@ihaI%)7Z`zF39
ze`p?u)Lg>kUCWg88gEJf=|C30YpPuXes^E%8?A=Aj^R^lp}f0w{5H>}^&MNbIvOj5
zGM{~x+^(s3yv45FaCVlZ4B(%Q--0f3d;)Wpmy#UstI^jDQD392I`-3c(06OK<4oPO
z&F1fZvC&sh)?YOKnYwj;C8lo_uQO9;rg5h!V5cMu6f~Wq9PBK}N0E)*Mipas8&ly{
zq!X2O@|OG}V>uO+$%MixiN~%(=IOic8{*-Sxvtr_mj%fxbPpvfBCk2?vo&hni+*aD
z01!c=X6=$8N(D^>Q%rybAO&g%jLc*h>@&XdK<|l>xW{P!0A{jn2bCJlKvJ9E`9!bv
z)za6_{ungYm=u|hU*&~T>%@p`I<;UZlgAdYKPWj6WF5EKHyPug{{XXw`kQ|`H6^mD
zy%f}!PF>x-3TIypGf{M=)H+$#N*h{(YN-?=yQUIdC_;pEp;4@B9BPt!dpK0pGG=5{
zBt!^NH#ChFOvgY#q5=gmOePWB07wELA-HtUpw-lctLZDJ%DHHZr0129whE%k5iZ2E
z(*;mP>Sj4i0-|dWsRDT^j#Z9AoCLrE{{U$1kv9HxX}hI0y)@K!PF`AldX`uXGgEY@
z)H<QJON&BMg;a_WLm_G|DYSx5N_gkYgE@n^*aNW>h&k`M&tN$17wsuksPdmhp-QGV
z!OTh@Ky@-}1*~bUP-^8Mm&GuuT>&%uu<FqtSx7uuI}f?e0G}PP5J!FIxeXhVJeHq9
znN-Y~nU#3riHs)|O3`s47B3J63Sx*905Sk2FaU@E06jS^R`#!?zMv-A+D=oQRyOA`
z5=e;yC8n65y6lcp7{%r$u@0vm2xSVf4q^eaBie7+>HADMOZzu({Qkf5H<nu8m{ok#
zuyXp-rfM`rRh^2PG19k9PgQxOxT5)bwor;Y!&ll0rm9+`xYn~(V`i0uOG{l?;^seW
zzwIyN&+Q=8zYq7`Qu61RIu(4Y(;Cv(s%rU!Y;9Lvt2J##lCGw<+UfN6r_@&WEn0T6
z$#)d@S6a2)uBp0*YbcsSH1w2wQ3e14a(|HVf<c*s_9A3(PBM1$`S{6+C%^Xtu=<T}
zdfn@|H*@O;2QQ!790PGDU@Tx4vI+S(2Bi|?ghQK^ggEda$efaMIk+A_{UHFy2p6ZY
zJUsgQD|&YOU!}DLi&EN@+Ag|w@oc_Zmhw8<Zobi4#ln!d-&zZeqN1IpEdgojKp-hS
zMMH2kx5vLaHRg}M=&PNlK+xNDC7!;;b*!}6Z>(IGL2{>EC0bf`uTs}hw6|%TalW+B
ztE4ExW(d-jn0fUSFw2iD0<MNzTGSGd3eQRsr9wvPf&u;`nc}D|3S^JODrxP>3Tvqf
zU(8ho-APhjZkd9$IE{jVT1sJ30UTuIEt`IE(<jo=O&`0CFddTa6XQE`0*R;`u>meX
z6d_IkIRH6xf$^~|4OY}!3L<(6&Aevq*n6QNMt(ju*CD*24Bb{{2L#{|$hKWp;&jC`
ziboO&v5KT_L`3fsocs15l7E@lPF17iHS3&wow-!$XFhjP+O?uk-HxK7lAev)55nja
z^=l@z<|%&=aJss7l;gC$Ow+BiR**d>G5-LsXr@m~G_TjY(H^Z@{R(uvha@`PJ0z*b
zTu1=4`>7yEGbTHO`zpQyJ|ccE^fxiJ=PN4tZA+u9I;mPx;Y+DC4PA!1i&9Y75vb6`
z6}E=cdUe_hoh8nal9IL5Q&XzzQnucxO)VXLRl85s>38=1l<sOR$_PJ<eH!HwI4Bth
zMeRwXyG1f2`wF0Sb_Ekq;y_G_0nSi12Gu-Qe4>=u%8YxITsKw0kINJebn=3v92*Ab
zl!O2hpB#KbQ7K0sIy}PUH#GTb+N-rbhP+v9%6UywR;l}S;+c>_${4D+*&e8)X?-YC
zSzSYP3a(2_ajHg&R>L<J!>y;84D-88+H`x@i!P%ME%Z4=%Kc^;RX1CTuVL0IDV1)j
zqI>G9s%<oao~f$FUU|U7PyIdoPW&-z?}hDrj#Tqw`YUn0S81DOr$N(~2k&-Dn?>HH
z=R(I*w+m&l@cJrkb<IA*)F>mNDni_C*3@)sOME<XzfALIPV-LG#-Xu2X|AJP(!r-M
z4cqM3+kHFjJi02xJx5bq)i<ikH9sM3xm#`3Pt!6hDcqM9dC{Mw0x}Ttj4o(IO66Gh
zg+)dwc9{2ynG*tST(EYjj+qu8!I(_pWK<L3L2j4`jn@&U(aKEQ@(iVvS_Nq+<sU1}
z1f3%sXDJJ(Eghgh0Z}A`=OKX*Q6VNuMa}@3x=nQWYvvV$PF?jyU0#}9ExOqK;<kdC
zzT&HcG_<tKtf@*+^`(kcy3;9I*4V0m5L-grAu~nf1x*V1xuZUR(D`9eb_w~OpF~s(
z4bah#-VTuO&4xZ-`(Ckcqy+@daMa%w8XHn*-A`e)Sv68??{*uNos(ZlXkwLzE_4+X
zDs|_n?-g#Twu7r$Lu@Ha=?N)FQ6oXBD;I826-io|>V&=%DOB|k0ag;}30N(Y)F6~f
zAxDYg(wdiHCe~#h#Ja^%yKy2wLzOkq6wGpv6dpcMm;|{n7{CG?LyjQp``C2y&bw_n
zT|IOY%p+H2FCc=CRaqrnN694RHlpEX{78e8k`gEYMY&*LFpx*=o2y?F4p9F9k_}2~
zS4x+?dmqS`%0q~JU#*_HnEF({u|g_~y#TA_{aFPhjwQJv{{V!G@Q2CXRr2GLZgRJr
zn$GFUtsP^~x}Q*KD^`)V>AI_)ouzKv`t<5<_nRGM*|%9?4>@07Z?rjIa5XPF?Lr+*
z+PCIo;=kh_&1AG!=nhubs<Twrp~@?+p{1!%YfmHiTyoo2NLuN;dXgzzW#yZCnl%N*
zDNF;P8VLzbm$$7T1-|8LuBjk`<D#~uuA&KmdKyA70fdMX$65M5dOM&n&YoUlA=%xz
z2XReG0~+Aza>$yCu1+P@A_|xj7UdHrbAeP>hk)q`xqH%^R^zo|dNINfs4?!i^kdd3
zBvpP=xJ|>=%BVR>ym1s%6Lxe|A(2#xl%y_1<sJ^X^HcVpb3aq_3tnms8>KW=E}Ya_
zw@_bfpVC`Z=BrWDTW>cvt~8X_M=hF?-)VB^Mk*a*rOG-FlTkua&#souO-`2Te~BJ>
zYP*fjy5Y?IYf9bLqN<_$MXyueXl!kK+SIq%V%FWn(>B9}YD<V(Tq{b{9a_SOI5?A>
z&O!UmW(WiRt*3=DGXgfilkQ3ScgXBBwiCx_#8|eB8M%?L5slUoCPS`v<XLm@aEKVn
zFU&U(j!bbU0EvWm5ZbEClU;R!?Tn9vpVV8W>@-qEZygp{McT4zf@q}OGzgPHZ_PzC
z6Cxxk;;sl%hh6HlZfw+oE>vi#aHbPh!oF6iGNcl>652x*DrvOzH|ilhDTJv+Kub3I
zI-a%LtB?jtXzmJ4JyAVrLuhTpl~Yu$$&u2ubQwy~fK^1!&_OUn6CNfpu|7!~Nh5|x
z><IVV8Ju7M01=;fBQwU>BhWS-gQhy|w?Wu_ncO_K3Y)LoBjN$jah{zw4Z7rV6;(x+
z=(@(}6GHi^TGE82C{ogTmJ#ZDs0we>ZA$^iQlf_UQGo+@N9^wBx~$^vF5J0VjUUd7
zS}*st+*F@O*9@ge(#p22;y#3=Tnj~H0P#T!<EuZi3-(p~L-UVH**+%hRa~^I<&L|c
z)Ou#!M|`@iT8_%QKBA|$-fn85G!<-9Gf*h&s9B_KLbkcrY3m(TzLuVrqPKE?Xg@Wy
zXTqHw??vm%2hO6>8j9bi>D8v$r?0iWbhy}Fx=^;m=B+NGovIfZa_HJvZ_sfL(;}3=
zLJQp2e(LqW-tc8;*i9M9IwIz7`C}Kg8ApI(kw#@iN|+*M$`Mj7VNgWb;wX@*{l4?`
zXwff6+qTZQu8m{77bC_E-n(}T6Di$JY{*F04caMiN*y$w_kko`$j7&A*b_&xtOZF@
zxKZL{C&y{XH~?-Y20p_%AVKaTV=@WMK<@)^F&XiJpLrnTiqrP5T)k0gd8+C_TyZTS
zQCm*RR(eqVJBe*-B0x%+O2f$=X+mL0MHR$2($w3nt)~#ETW%#tS_}dKN`O*G!N}S+
z<D|nQjj$U4fZ#_1!T<)`KnHE{;vEC6aA<}EKm-Q^kFpyGWCJ)H4lo-CfDSqZ27KU*
z4*nwp+7I)d{UiOFpC0$mf?tSkT<dL9c-Hq`O=<hZ#^b5<K9{PcHFZX^*Ii80_O|XX
zGQ&hxRU)FgfK<}a-P`q9tRZV|s+*f#$pi?HAk0kuuy9Y3GADvy#Oyrm26oN{Jc$@F
z#x80aI^d0S6D-({nLJGCsza2bVsR6It0H3oxh@j}aU{8Lbk00Q5D?8|BPC>^*HOf4
z*DRJ@vzAT{)pgq$c5c$-I%u(*og=7&l#C@+F+Tx=u6RPfLjGZVdh(OwpOBThXH03$
zTW71)^ty9Z+p9GNHG$S`EH!naz0%e;?Im4X>A5z`bTrl0%8F}E!Gzpu=#cYjVyVRZ
za{P7tD^hZD_kQMGlT-`6k5=<C^KASW+LK6abyqWeytJxn)~o88tfN|O)j_VRb{t4k
za9jYW>wm+q#3ke5>sH(~6&;{zdv(&v^`5@K_1W7~4t3Sh)-zhwN@%VvwNXyxAwpJY
zoGNMOQWPgSFXC6@4!7bLN?CM>&}``X8&0ERQLXRkD)j^PRaDl?ow254@GC29p)Fl%
zT<QpQWkD&BCV9ff(tE>AFY^ty;O?xcHNj~$)=_~35mT6RAaor&aQsz4KtzeG)i48q
zapZ(iRKvU;>QAE;(dfA`ZAi9|g4G!33(DG-!<8<%#ff#Dq!dHDg}u(+Ewn#(%tuD$
zSXpO0rbSFi!0FO$9uAmDGn4)?F_Q*+Pi*2g<2>>+;oDyPK~`!CT@zKOD3hicwm)>M
z)RoorG_8xfmB^w)Cf{qj)Hv$ZZmT2;aFnH~Dl!4Ugy-|`-_Bz=&Nnl*c-=39zlmKZ
z@bz1+)2po7hUr19o6{kubn_P4nwmH4E53rK*|^-TNK;O?dQk<p)Uc*uNLNsc_VRUb
zGPb0g+RaMxc_K9y4UU;r1qAOJk-@n~I%QDFv@?|m1~>;100Sd}k1S|pMw?FRt)&yI
z^2$N!+qGpv;*>?ojLz5*f|Fh-1=3C2sDf@L(v51eq(s~(u5mGv0ToG&Io<Hn%x*${
z46R=6g6B(nO;Dz;(-oH+g)=6Qwdy9Y*II2)(w9A1r!Fzj@NMpu6(K-t(LUSx?mGfW
z`({ATXa|p}odeEY7tWqp=<D{5rhTeL#rZV~xVJ*h$^QVDxt@mW=;<nI*G{TJ+svg8
zys)H{t+VMkl5}^SzX0}*Y;ywluWdZS{)R67@{ZNnQKOo>(x$GOik^+ihN>FWRzi=Q
zH0XWgns*3wZY!xpLyA_?*J38&XnjIrFi)6vwA@ILj+H8|(0R%uRbrYkU1p{fa$!&w
zRGdiQ#Z1a=-5R<700*nb(G2g;M(J~3P*d)iD-~$DcMR2L_WOn^s9ENhjKutV31;qA
zMY`!SQIj`mp(H>ejyo!xTu7NFF(N&qK29?mU=9rZIRxT8zWZ<N58r9YeC6e(UnjYh
zsyTCAb87QZrr)==Zfw#jiMr;lc8hiDnc+yc>J?5+HN~W<vrzB~N{^_d!nnpmAZ8+Q
zBeB>_W4GoeH{+riJZ&J&qxMRI%^$XI?V{x=idCC9Ni~sF3ZY1$N}@+0fTt-;03rt{
z4#E7=orILOXC`gQ#%7P3x8-DECK#OPs&-P5F4bWm(M4ORstO&mw(B5e5Lr|VDT$L%
z<Pw-}T_>w`4u;fL%~z!Ek6CpMnb#k-+?Z~i$0=QThpAmDYOR`zXA<Q#L#(*l%sATH
zabZbNIm+7i;&Yx{&(pOUPh4xq?|Ocz%2#S_sj_K{Q*{ndzTI6a-*(Srx75ApR5IJ6
z)qP1TZ3<8%1I7q#w;pjVvW2?h)d+306}VNrAt)V6Ffah01HTuw4uZP4-_2egr?Jqa
z6)F1H8!mM3h7#x@QPz4Mag~yj3CKKooWn!Cc-lqeRBO2gTpf|~rY%=^)0U?-KFaA-
zjH&>drZR-(D43MS6BhzG9JF2adqF`;+YpzP(+zCSbGz=|inwK?;HEoEblN!YSeA~_
zVIkTYCYx3JTXngu$V61)Or<DpkHRm-)`jFAg}><iWntB~BXZTXTAGr#P14!w!Vy_!
zvRd7zsA}hXv?(e|tmt(rZEhr`!+=s!tWohd%{IOzd7Ez4+A~gH=q&dAD{a#ZruR=t
zPWqQgb-rAkseQ^Sy4n^JrQQ_U5%Z3?Qqq(`Bcx#wRiSJ$DQTb7)yM=T>ZGN+f2p`7
zrKAO<7!Vk!1O<Nc>K#;zp0>W+Qkr((MXHe?p%m7%Dv<#Mi9*~;%gO~Hg#ffRqNNW^
zB~iw{%EY&rT@LRC=r}CX;;L1ZGnGz;S0Y4E#B3wNQyi(32XO!q5dxQp2CP}nNR3Xo
zw2l)*WTYdHVO#36Qa!OETO%We3pibxOGuD8>m-7XlrR8+Okf1cp^O9!^;`C9X>B!S
zy7N5hOQob<%`TNwH0-Ij>)T;3UqPmz>u=U7b;PLLoN2O_RNVk1C0?qd{iQm)Pg!nU
zvPPDmwy}G1k5#u(P*B777U@#`jYaE;1$6{EumuB7JL$L4aZ-??rqVd@RHG$IB}yel
zMN&$PlA=hGNy#TW?I(?!_%}A6{AD>~_~EAfJLh!=SI!oNFsuHEU;h9N>r2DZ>ikGi
z`ej59R5#K(`bpI0Y`}@TrFB=l)pgyGPo9hc8S>O~*kDv@4ap<gl>!w&NE9hSfrJh?
z9z1ak&0_1YUb-)5dLMeO)+^TA%HDu3qc1tmZ5QAAj?Q68C9Ob*Yz`G|+Qq7hsd6Wl
z#WB+qG6XKX+^;t~!=c-aYt?E7P#4k~M9=Ut+EUAKRR_~TOcEj>3TIXaj}yQ0G5Ma-
zBOG_%<G1i%{95&&&HRzL8jU0PA6aAOL;nEM>lt{_^%Cb#;lDlC=-@NfR01UNz+*nc
z^nx*udBkpWBPMv*^z!!g_6cc`j66poO?cpLcYUxF6kD@#&m!R2o=R@iDT#R^B{F8p
zgPp4{Nu2`^M?FA~u{~}^^X=BGb<7fpL-!Gz_W3E8;g4O1drfevpLBMfZ)^@?FA^S7
zc*(sG>x``~GPSg{5K`l6C|XDnDN<oT@15Z6G7Z&5t+gE#Ayvk`l&CE&T!5_TT4$xi
zKD7#_l-VRUrs^9hkq|;kcjuR1v$o-``G2JKyZqFqvOTLb<)2bg+6Ieu<eFN0)eAQY
zRw^zhRZuBQ3{*AhIEn}cKm-7z&%I@)>U3_e)mlQW^i<X9T}OP=l{F2Zw1?lZ-0E#_
zzJ}DLDYo5qnNA@EYAH&>Nh+Di!d_O@$nr)u8c8?LB7{i&4$ScoM+%E^`)*qzlI7+m
zWW?>xp*jw5U=h@B-3`@UEP}PJo95J7--Wx=BKFjQrJ$dS;)_Hi6B8j5DEZ`iy_Lc%
zl_?Y%t%Dc<oW#^AHo$yrbB^U_O@_Z)U2LrUzsh{&vdyLH%IS+sXVHDvtf;v**+S3n
zsp^$o)`rw7!(~b1SU;ie)ynk!*4KPWrAcL%MGe6z$?9^3w6><x5THF}AEjxIq`|W1
zzTn9t`N+?3NR#;-aTr>Vprn$O1qB79l$5C^L=ljnauf-S5!;NcbUZ{yJR)MFV>?;M
zcOx9hvo6q~1b7a=W=Swm#1pB)V}XRcX5k;SZY?_KzVCa~BZBd~E{n6e5mCHIT(k0%
zp%{YPj&e*p(bJ)5lD(a{Dn|UUQ;?4lN0gro{dKP6Y+t8wqN=1NKmzkBLR`tqZYX+A
zU>vrk1CmLC2V~FfDdk7t)BO$RA-{Z{Sri&*TE%H&b6Nc+`Jb2d^VRribJ7R*eMh5?
zLD1`6K|+r~Rbt^tKnkR~AvLTiAc7K9;SYwukPwH^kN^OED2jo)XzR8vR$7}SO1h@5
z%IIA*gFQ;2bs@H!Ou<VHII@@>Vp3bcU6v)gdiQWoAmM)NJCn5R?oQtT@3V8rrvUx3
zso7ELAR)u{N9_)5Z5Q;1)a?ZIoA^4AjbZC@F=@<qgj-ooA%^cB?peQS{{SGXe)oTa
z6i!3)iVCKFSutcu#1b$F_uhPCxsx8mM+EINjgE0U=5w(a-!Mivy;r0ft^MYnzFTi0
zQc*~^e-F5jb^@BEKoTRMsctnZ1L+b{p6L7%+bC@R01jF<oyMq`x+bSos{B$|Q;Dc^
zRo<4vb#EZ3Elt~1LWL!3SZ}A&nL?1CHlg1Bp~4|BF-Mja<WP?W#CO=aeD>~F6~%7K
z>_CJTz?Tmz20Fw6IBWx$^kvXr@Qc6XEOEQhvcZL~A#x0&(Ea!>48}$tJR^}{GSHk$
zDiViv%<Z3pL6YX=skoDpp9bHBf8!_10edvRhy3mQtLKYfE%Tqz9YAfqr?304uf&ZX
zr8~RP)BDH+tKS`_%l`n2UbFeJL->cyX&=D-PebN?f9Z9P*ZDr8T?6pbURUXTK95;k
zqpOZk{A7L<pNURq8!yU>d92gr3ZwLXSk-?-ECS|R^ku31Ojd__2|l=Yu2u-+StR$8
z0U(Ja4g7*INZg$L_|~4;KD|y@+KLj3#CAB?2_EDYy{n8$=e~IY^R+evOm5fN7BI9>
zOhkafm}h`3NF96s00*r;^n&zZ^+rDQ@7t?Ut)E{@G2JCYofw^q-U&g3Ot)-B9_R0<
z^t<i1DQ9L+oM0zB?t6)xZzm8>xjpvA0mpYe`-qvu_da8901S|K;t%2=0hxh`F}8F3
zqC9cbuj<RY{thcY%H1Hlia%fQujoVHEAt_c@5+88HCL*Cc?|mBhaCNWl>GyFxbGWk
z((FF4$`UkWjHwy%HhSb07Tk_@dn0EYvZvY+6B%JlfyN(bcgH?yeuiqMv;_ERou;kM
z7P?Fqo#o2GMs^hB`)_xb{C6oE+SPU4kGW{G7YlzEK2r>ni<alK7>@(U>;(D7{{Y3j
z<A4*AF$4_E0V5fK5;l(6nH)lJNRmk2WP|!ok7$gYp#K09`2pGtfjf-<03$qX;g3F;
z`DCIak;jfle?6+F_xNq)*B;*y{hs*e-v=@6_atK(zz}`$w4V&W6Lp^s6?(PCw2K<L
zk5@HhMO7=8)!5vna>l!<rgf^3X}h7$wB70wrq@g$1Sl$G9ao+3GnvWu%z{Up!Jl{>
zGGuN+0wej2gluF?{+Z($GYuJVM!AQVY7Zk`f<<uH$}W#E5m^<|{4-?|Suss?Q$ABv
zgTz1q90-MNmNoNrX|2^0d)YF_gSp_&=<#xdXu<K?ne!Jhj=)+;wR**JF2Uob$`Q*|
zh$L9T00${dU8ne)_?oQvkgL)zy`);wG<rds+9@d!dtLR)r!T9uDxueE4XVzT!V_qv
zLJ*2*KU$QbfHi7-=6A$n$&5}hzQPZfW-}zld*g4)Ad#>is2mgHxyc01<~Kejcic$_
zgfuj5zZ%vaA*eHrW(Nk%fkl<&bCx@Wa;t?^T*9L3D4>beIk?S?fkPC&Z=0)9uBmI*
z_LV&4&p399N=hivixW9B7A+%M2V{(F$$|wzizcm;BW9?k1Vo}GF@)wcW4Ie_@1M3H
zkYquQ;v@u22<;>gNuM32J>wYdF~l?D#=!X!cb)u5&tntA$OKP#8)tB5IL7mljiZd9
z2ydREA-6&38}08A$Dgz-Q}7Rf@38NVxbevOV>s#7qL4w)Z@wZ(F#{d_<Gc<SkT>vq
zL=1NE<~ATm+(1ad9yTL<N9Z=+vE1)kv}yaD?bIfUok686Ak{hhx^(W8q%Ck9bdl1Q
z+m)$(DF78njE4w_j|o6BVH^MelsfoeHUaSrd3Z?*DhUcgh?wRnN<a*Wj3NL~01d=M
za0L$>;~grG2N}k8Ffe2s&OBoukOHS|v|KLB^yn#^f2S@z0Tk?lKq`6Vl(yI%K%TWp
z%maWrpF#UH(M@Eex>WN*mg{?R-rZ@l4J%g7tuMJtPf(gA*9-GCYg2A1>UUO(MK+>@
zkdRiOo>|;4b=A_xtZC>_wFW3Dz^9{aya6n<lp)o01cf-TrIRv15yrP}-WKK7XT^Y$
zB!I>l5<LPpbbugb%&#CnjG%`!4lUQ=GF)Z*0s=W44XLSmC#o7eow}~0+KbyHy3u^%
z1XqxUelOCE1_JnaVq_l+W3~x4Jj9*@b-xZlDrNvMg-PpulG3z_>g3+4l7s3|TU1d@
z)4-AGzh0y$x{#^s`Ba4@gn*(JN+g`r7ZT6P(!Kb7B&Yn|hz1h1Bqcp=t*({0wS<K%
z6(zMer7bNWtw7L$7>&kbwBQU$KVm;9$qXI*;z=+!@-czm?To?MM17g*w!y#I*n0W-
z`G<fFRY9G%-(lZj+XJv;!|olk;vFvK*X<j-=q(MVw3EEBZtY#B^!>WPi}O0+>r$)R
zw^6l5nyR`a>3a7IwFqerQ~_|8T`F3XRI|o~YQ1Xau+<uiQr<08k3FcbS3AS0^&S;8
ztGQLVR#<MipG9w_k5|!X)-v;HWF@wkX$`QJY*_|mz!A3Rw%#|uz@3i_8G($*5<vnF
zyvY+Cq#v>4S%b4}yK(G{ge+lMyp=GW`oQJt!m))>TzFG*<z&z(s-ct;w<1Lm5DWkm
zpccjd0InLPsxVf~wSC=cPeNJ9mA$&i@la9X!7?;Ki8+p9V%R%=p&B<u60Ib=#ee|D
z1pw+QW7N{!wd5px#YGdLw+g;tA2Ck15>x4fxlV@OY%Fz5)4CEs%7l<PY^V*Fn0A`E
zk<e7_8{x&LsXz}>nPIxdr9=sGnE;d0KZQ|E>I9tb2GQduedEXx0K~+iNX9_#5hocZ
zcsM!#0Kbi&A)UZHz;TWC@Z5aAM}<`R`uTp^^;>Q<r8epm+R$L3#HkBLCn-=0o}B$c
zKHKpC?VZf-H-HA)nD8J^+GkDDxlN^)Y76b4g`pKlZm2e)IBiu3bheJg2!tpS6p~4p
zi}vT530)hs)d0zUmGY((4^#!xR3XI`l@`ETbuA$YO5v52B%(IJU;}&zhd|Ct`f?r{
zd}tZ_yvMHI1L61kDn~ocVloMi*%J~o*hjQ*ff&g@uYWiuGdn=Rz#wr@G)y`F0Gzed
z?tq3*MN*SM;8Uw8DE|OBaMLT&Bq?hZ1tA11m`aL#s;Dbyiau(Y)==S=+*%K!=p@3K
zeJ9d+B!vK`l(dy4NhFl3hI(KzpD!#FG8qpH`#Nt-{r>*|X8k?C-M%G3?Yxb>poxeO
zBXNP+Jcd4@iSfK{AnXpq{rp2d*qH$NC);u)g9#)a`QV?wbD03fdx`wJXK?_t)33Yv
zqu?9kA=EeX^L&1>)Ajk(QcRrZX^(yIGu-*?dvK(9Z~p*g{{R%9?>s4v$<BLEb214N
z5xyY7B$?s$k&d{GL>zvGKTL4(+ru3)JAIM%<6!vsXL@wT18u)ZeGP2(y4NVR^AlFs
z?-Y&I**_9mB`qaxvWM7V=Y3YyD5+$+>WYx4T0!~>zzv%k_n>I*H2(mMXzGTlY28V1
z&<6s5?o&$QloW-esDn#TLeOOiSUoL|K5#j1XPMfqZqwA%x-M!jwyK0NPF3=hp^%SF
zwY;RIFsCKPR968cB{Hiv*Q{=~RRL=h)Rd*wEy@%j=c%3wac%@C)xA+rj*nB*OO3vV
z%V8;T=SZGD^Y8h4zi;XCt>;w38l9-ZT<6!jyEzSqHw=gOkKNF5OI4cgfbnwMR>En)
zTg$0sRLry?WCc3^0HoZj({s~FS6hK9C`$TI5T=Tiw#w?Rbgiq=Lx`uQL)DcEQo@uF
zOK5J1B_$v@6<U=bsU0X(FQYOd<EFWdNZlQBm2JGV6j(>83l1m{qe@ISR?>(COgfaj
z1oVNIPA$}0PV1)JKQ!5XjY@_qnFQ0gZ~|O`)WgRT+kj4eHMk`40rj}}eQqB=8qo?l
z+o1Vx;g2!)ZXVxwjWG{f87L^EeysWser^8%L7$jWNh%Fe!=<FbN>lS;Yb2Ev6p*CN
z-nyN&HA?8COQn5gk*2BNQWlWeX?1Njnzgc03VkKMv_hOEB~Q9nOzQ8ya~YB+VlrYP
zMt9#F1i>Jk{{V>oaUb>`aB;-=_<MZ)pRT7Hj={gbJ7XWO?(wfjU2)|p$6Q;BR#dlE
zrMRR204Yi*sF)B5CIA?YAjzKl%o!0f4o+ZfF_{_95Xn27ff6>r%wR|)jNl2|uw;-o
z5rR8y{m^7i3`Apy^3SubM|_4lU^@GRI^z`Sfb#ZxLm0*b+2A497^sPy#0(z__Soc1
zc+Mn5@eU;W?GuxdJDeOy!I%R)L!Uosk2pKbjli5qKKuqxobCXT+(yR)V2^kn?Y7^;
zVD@c~-SMg0U;*&hJ)3X)J~b5LG5O{@c;C1_Fg$P)NW`2Ha~tkA@&-G}A_Pn(GCPC5
zaX64h^Pa{yG4I>kzqC%<NbR={n8%NX{$alUS>Mk&8g%LM_=frRZaDGZ#+Z|UKHC@o
z;BATghn#1F&*~0;LH62D>UZH1F}XX4k=PP&GX^_}%uMi%`+<(Y&P?O#5I`9qdx+iF
z*_;mEJqO?6j}5c6I{Q9=e|LwCGIJ7q<9}}C^v?6%NZ1m|85r&k+3^r36O8UgAn^p_
z>79-zIXEPOH~!bW_MRW#%+4h^9rifJPQ=0Q!_0lS9k(1~uHIcS;5%>8`+j{l9EZ?!
z@TiI3^bvy|K*w??agq#)fJ~5glR3uu`iK$wXFK<TVlqq#h?6)61KWP1zTV`>6POSp
zHq1nv7|b5VKF}V1A1$yL9{~Hd$bfX*9$s5~G4<v5ZqEMzme2;#8&7b3@(B`nax<9*
zNZW7ABOhp-9PtK7Gdalu0W<B|ByM&C86$xAGu~j2%YNCBymrb)TkW5Bk6eI<%ce)m
zezf=W4}SeHKR-Xwnv4-M_U}97On-QfGmaGfgk*0YPDD@Z(<k%d9Kis7Siv#l$7AAW
zvEV0v?)L|IoJ33*p4<b&#BdqF=NZSeeg5A+5s$of4`^o{cONYM2-BZ2n2h)!@3Ec0
z$8UHPM0WBs*x>oZcNsfx93ca~HjIeGPqg?u9LPA}_6ARwj6r~qJ*E!FIpL7osB8nA
zkNsSE_3_B(ubygi@9@uGXTKiM90+yx)KiR{XS9MpL*yKH&tt-o88L_>+)h9}kG}Z(
zaR?)}{{Uzm$Oc4yhbBQdo(}OacLa#=b3KWic0G@0o<qxjG5b9LL*3(@w%(Zbc>H`k
z{oDJt-l`NgI_q$A<tiL)w}C^<$z44{6hSC;l6n>hNcxCM(nnHMl@6hBH~k#Fpa&E*
z?aaUmNL$ugl|n~RNm8D-sPvftt&pW)000(zk=}dc;KA*ZCu8mJJXLMBJH6RJTkX{~
zNhFU|2`OM6sD)IlqMZtmaJLgMNk2-U8SB@}9zp@<xNaVP(c5s0c!=P9_6@KdbDzJ)
zy)Kq3m7Jv3G7Aq6+*VVqFVVlbmTDU+LW~#*BrJ59NRBAx4E|%=eB^dJp9gvRM;Rv9
zYpJmz#_yVr)oi09{O-!*t=*k-3y|fxqO>AaAUevFw5m>ifT`PJIdf4|>KkqKRKOI;
zx+%(92c97^TJ+sQ5*DIBVy#U!Or;?S30Px(yKR8?U_%~01E103UpdBlhz2?bu%aFt
zZSD95)r+a=s%o7K(y;YI%KjFZZErYo4iMT@rAmr+N&X@ZV~eJjMBg4{)YZ33W~Bg=
zQ+TLN3t;s1LYpa5=s!>XtYsko0Lp}~rl)q)8lutFM2Z?cJ5ICvvudJkrfL#O`c~a%
zQ^C~~g0EGl8(Qb85!9e;7wW1ioKw{=y;Ab9x1V)yIINNNEoEy~NhVZtCL(xe*dif-
z>44uJ@!P2V{uLl1KET`BJ{}{tP5gdh6~8|S-w?d6_-m-w2-X8p>Xx-*T76NY=_tyW
zsj<CuOHC}@-l1jIeH+DNihYX2mlUM6=%q~sugBuY;_poJw&SE+<<^(F>FNzRNporM
z=}S}<6^~X|KTP5)sTE0buS04}G{Ln6sVN;rB@T47rt}(eWMmWe++q$OXKw!hZWQ2c
zjq?!)?}-sT@jD#q0b|?2b&coQmKo!er845+;*Lthk>xiaM}$PJN>TuT;0ypD99YHJ
zK9CxgIyy}X8CHR(iKt_eJR{I6!t*E3a-BZjQ7VF&<<vWafPk3AInv@1oWM28?L~aK
z`hvRWSo3aw8ztp6PP{96W_>zwxdaA;52j!Q@kRu9$r2>v><KV?5wM)#f=>|7<WIK#
z@&}mrCnIbrj6s4#pYFu>-*fp#8+Z<Vy9jw_@p3r~{n_{kRVW|3ZG*!-JVSh7eD~{!
zj(yCHhiqp9zyAOgh>4lu7>@nO@4RH~;ydPiX7=U(04_DRH1Gca(TxRRe^Flr3-={Z
zu~l!Q^yq1p!%x*YRdTDNqiLp{si$nI%7pbP)Fc8-adz`BkR0FT1qB7ynA$b%J8ijE
zi*+4oyXpJAJJqVEdZ<%+mMgW)HsYz+dDNle*iu?wNhKt4j8bMD2?S!6mW)bKVgZqj
zRr^%r7ASy-874+lu2d+23?L;)!Ga&lZLOt?dp@?_UMy_uspX*@p^<-eG`FSPTWnP!
zk|EN0IEzEZHc*FI5}1p+A<AWwD1Zut0mFpOA|eK3{lJgb49+8fpF3wh@&;l?2GO<z
z5O`h2dlE7?h#ihZb|CjAVLUJUf4J}e0Blb2#!ETIN2Uim>^Tf|^WSj{Z?{3MQ#r=|
z8;`ea2zv*8@sEW??g)@J?0vuGeaRUUILSARh|Y3H+{yPaM&$mG%nx&jjpxisfr&kd
zkr?63Nb&8QOqmlS%$dL>4jlwB><s&apgwu<#`|s_7^ZQIdE?j{fOu{0^53R0Sqj(6
zPHSH+jNWX#vgRG)&r;G~V(V+snvTBM`w9}5*{-Cvy-MS18B2+ANFqp4?YW-`-xhi^
z;p;|fZ3(V)*0ZUqs@664*4(gAT3>pR$E{XtJyi{LE#~uOd76e^vVx=nvXw1JT2izS
zckhuL_vEFwlANu#+&QDm%O%3g%iSewy4vo#y2oz0(p>G<Dk?hmUbog(GgciHj6PJ5
z!ig#>6C;ir^K$ELzH?idx2r47R9UYa!q#_7OY9J)9=6;y9m=kS=2Qe0ouzf9po0Y}
z1ttjMl8%yFRMxp|OS0K@8xt7iH5)ojM~#$pqj##Nm*EvjG6}^r!C%1%h$Jzx0vskD
z`noN4UWhETqgeEFRpPF@%Ik`9+EyvcSUEP)ZKUAYI(7olqt^?S0A0bF0J|zmkz|uF
zC<+xs!z}z)^TNZ=&ShKmhMcwC?G~$UlD6rZdVAt1k#KobcT45X+J_sr*4NXvg}Hes
zLIqQ$DQZbbART4S!|pSXeX)`}5CPl`xKcroPwP7Z2{Sl|{KWa-B$5Y_nKR-@!TxZ6
zBgM5363z-Sj687+n<)0=Y~3{!GN&qJ-|Za20(0cTVK9#3BhUZ>xW4zi=XD0{p1p2m
z(Q`j?$So-<x((B4f!wME19Dp<gwaf-DM&=ikSR(TFo+0?kY^F?nVCPzJ@R`*OWHFN
z+{rl1lej+FnFnz^K{=7wW;Vc+BRLrnnFBs}p0(R6?{_<Wn%7La%bni7lG$#fYp2z!
zuCAzVl9H9Or6oSA^$xbuI+hdEq{@H<jDe0)6i%Ulgee5aIgAA%N>BkYjw6663K<g^
z!;T&Ej8?LWO0KF%ppuI$x{0KUNf62^s;Zc&rjlup40RMa%u<kr103ca5CIVY8|-t7
zo1)$LPx({kF|?L`Tky~6wx%}!0GIUrFGJ+b)8&I+pU_(L!aX=gNlrM&8Hn2em>-_!
zF+Hci7$c2~)ZYnT5V}83+_he!<<(6EhR;J$a=F%{P-!~l(9lvgU8$*lir;^#uSytg
zD{;UnR8o|wN=X4+Yn0|ECL~XIpE=)uZrL1SA>LchQ(bF))HAe!P%D*TmSnm>xBwUm
z;YLO=Ii)FtKovI_0f(k?JGJu*sc<ginCe_j^9=W~8EBSw%L(}BU4Twh#aQO^=_0RV
z6%yd)HYX%bp9Vz4z;)M^U$gU-n#-128&}`8UoaTGYTY5H^(*aKtF+q|%11A@s#}_A
z+NZ43HT6qvgjFRHy5O}bB$6-(F1drI+tGUWTWIE<cB!o=tF<ngYN^nG?L$^O&26m@
zx#@(UIPz%&iwH<ZQqM@~+iEmV$G18(E{?Ehn^mWm^|swNW}vZJ>n^ri>(@r@_S$CY
zX%h3adY*=j=NhMNw))jVI)YOv-0`Ryiu-WY8ix6)ZmVr~O+$FOUoI<U1*TVDcddHi
zTBh4lmQdQNDjX<DQo0gCI?PGZtccA(V>fWEcFCspDZ#{HQ6q%a6pPxGF+`*yDH#$2
zQzn>{<{SuY0wog-@vpaMqh$SsrZM_4X}W;CV;ZJg>GILenHA~F5Xlt?qlMo(P5Q=^
zBbCasNss`BFoA#$36~&H^2eR_$}h&~Id#nXTUl@BRdHuVYJ^(W$49C24%CZh$vDTR
z1D$RyO%%hM0In&B))tGp5YDT!w^HJMlw7EiS*lE)kfo(AG*!|9Od-yQO22ZTdR6oa
zJ|ejV{U7=7^0CX2N%&`1;h)nB2)GtSC_g3mU(Wpbd!!nFL{oM3{T(G(A2x)<kUu|e
z^V~!U-(YjFX~pk1c=z9YTgpK9VyuYR6f2_kpmW;6QV(fKAQc+}WVppVhvCb_1=}&{
zMW7ZAhWdl*KBl$QZ(7<;ttr{mhf}&nE4aHF!QD?C@VAu-M}3^Gcu$D+K#DE)`F~9R
z0I~!2r~Ewp0CG2)9J<upy5?5Ay=z`&RqOgozKW{TZ^aPN7JDVLPu%GB9-`CD+mlOq
zvy<~wlyxr}OYMDaO-0Fe>t&r>;Qg+@8oEp4%i@~V&aD-swf>5-TX{>Qd47uzFzPLj
zTxqLpS4~fNuQrD4^>+((Es5H#O6#=kGgjl3HOsi%-)fP|fu(1cC~<79F0|s>TV_z>
zYAvlQf+Q&<6rR!yjDg_a6k6t|(G-{J8e9D!Fg|Uxe98fkNOZK~R-q{=QjnJ=2?5YY
zP|mWkZPqtK+r_(gAvpYsCgF3tSyW6_N`h(u8=S(K1WJl!4iEq!1_%HGAzYGFNC)PC
z2$)09*d7Cr^7ngos~EsOHjVr37{>elQ;8>3Y(VUL6Q8#Iy8;II9Aw7y)}GYqT~3~@
zdf8A1Q?}~1+*@c_`ifh0FR3XVKn{h!gkiJ^i+-<0T`i5OrtG#Ts8I84s-X)NWQBv$
z>rAmOEgevpchXe-T_qqBxb+Ng;l<ae2mttGL_9-q-`QWN2ncxRZ1w5_9(nlv_z|m4
zah<YAGGYWrxE^Gjh$I-})ux_(N<$60>iSBG8*NT2r6VdSNGb^clA{niouZ%}wNrqW
zDPFF8rUSLE3VL)rmj_FzWwmuU%9Dknq0s=rA{EDRxlQ{4zi3Z9xlPMHZ)ke1NYH6M
zXjz!lwu?P>x70RU=AN`%+NE7Hx{ivQLRHeTs+3eZS3_yL->PZXMOfWiEG*I@uLm`8
z!CR@IyyUAWq@1W^Tb<&?M5?Hn0YeaiVBAVj0TI{)a9xaIfc=7Moii#_RWf8cWIBaR
z=OSlN4rIt<6ovwsKuJ>&rVtZ?N(piV5e^=H5VlA+8mf8#6xmW1u~Aj&x{^}sbj%g0
z#0dK3Xi{ZTAaONsq++_ZhSOxUT(u4A<xx*TZ=z+FpMJ9EQ&NU#>8-ZP6ggF1^=qp`
zEm3`MyyJ*%2`f|@pEEgqsQF3EeSgZmV9OM`yOx^URdV}O(^ELNsi}1yjlNgu+wDC&
z?ln&1tTS}B)il$qWu-WTrA4;Nx>J)r5^wZcQ{toHvsK)$cKtJK(wz6@Ca1V+JF_iR
zTC6l0dtO+tHJ5v%57OKjdf#oPp?0dZx2S7cT{BN5$||%d)4A?)^r=TK{QxV1CdpT5
z@Cl4n%9;YYU|s^8#svTh04bE`FbHsz!+<xzN@L&v07TdVheG6W!UMiHA0IBeZCOW3
zd>DLLUo|DB-Klv2&fO8D1<sxASAMMJuB6h|y(OoYRKqu`wbJ8zwb0Spsi>*kQCPY@
zCb3M>wM|o8^*s~&_oshne<JJ`8VjXe(_QK%(K_49x8E*$aoaUon<YgRbX2-pmDg$3
zKhiR~vIreLS<l!10L4GXAHzPj_+9562QNM$`8|Eqm+oC&Q>JaSn!49>th-b?>-4SB
zQrc;1MRi48TBzy~NlFmQj<)p`bB<EmYbow4_!#)R_^$ZQ<;lC*?sm-yYtT34T<o@u
zTcxcx)+!!qwT1k$*HZSVsD9gVO&Wu(HBic_QCQVwGF-W{PwKtLr_}r3QYDaug^_1!
zIUyE7W(mlds;>BifT_UF69v|Ai2&sU5E7}v1{`OM#qTdgS>H!XHq*OqJ#N#f3x;tS
zW(!*ByoYl*P(_miE~pbJu#RSm?^H{S?^19jApqx5M95MO>3mU8{3G)7mAc;1S7YS9
zm)9?8%e@|yqouTIYeuCP<y+rfz2+aKrl+rG(0#DARn<I-RJhuy+<VqnqP*k#8-HuZ
z!~X#6{P=(7Z!UGWEV-S`t#8auYc;L({Z}j)u~*U6+Lxzv)|wW3)kXVMTB)dwu~v(n
z($`U8wcV<&RX258?rW!Eidw2ak!t$;h1#k5%bjgabzM{MR6kKx`rTWv)F>BSDse=0
zETs~lI$<dU1f&i-necDOmN|XPt3B%NLPoLFw28Y{J6@I@a>+$lryQZ6qiH=#qNs9>
z##da29aTzdRP!tJLvB-}XS&-$>Gq#HjJlu7-Da1QY~dD)NGQne9yTFOz(q_hmO?om
z0;=T2<5bESB9z5CgvEWVm-AmqTiuL|Rflcq)GQ=P<C19z*u2BFGsCz|)ROFyj6vj=
z5}by>R>>fe1uzK|0txG=zZ`!VE&OAAKv46CMe?g!Xw4Z@%gr^Xs_6CAU5b-aQr+yo
zIaOBkmfL-GWjVIGZmv>NtySMLvu#yd?NcJL6zu9r*P2P2qO6rVn!!zaLW66xJ$bjH
z=#}(`5|eLJ;;vNRO290MZ9&2G8R2s~MQSZuq4hSH(;AMeNnY-D;?=WJQ79s^maV6m
zs7ifMl@_UM8)<gx)iT;@6G>9?>6XjwwC5i^T+!uMG`U-Sd9GmCuQvM1il<+0`0Adk
zpt`=dU46=mJL5`nmbvvjmmjF~>X!R19=e2~Ye`itW7)78j<dpyymhkit`cbw)UF*p
zc$kz9M~4^hK#P$e$_f>q3I6~G%vmHj$aQefq+Qst(d=3>c__gYNSHftqGd_BQ^7eL
zXrLzpm_wLTE+zpJi3oKtAWx->C38z#?IlS)NJ@}F1RqS0pq;@zD>($=GGJ$nbI-kg
z*DiTet+i6t1w|E>p^JFv4xv{{^okpDUqYQ}3a1s1GG7aG(+v8as4WGKI1Qx!B)Q|F
zXxX>v&SGAvDCy_r*sE^ccuN4ON2QZ`p|~xE!C47urJ)GG2^}&iJizCtHo2t3bh`6g
z-Y@h`tt&+W{!-s<D@y%Dt;=<)nudkv5V8s!b%z$&N&*xD0OM|s^mCX(d7FpR5bhyR
zdfjIwOdbQ*Ezwk`GC<tzyE<lEh2SuYvx0m=A<PiruM53TWUPAWpvm%2)Ij7&O~@AM
zDxo+){LoZXFeYK+55O0T7{POzx9l{uck9>7*IZepFSxhfTGo`Q;-&R1s&zU;Mb|=<
z5<yu;;kA&Yt8zJS%B_9Ody{%Yl{y1f>$}A*3-w~dqV(n4Q(T$1(KNTJYh9zXQr1+W
znTF7}YAT*eP(G!&=UJXE5837WE<Pi_X?5S2_P>Ygmo9Dp0OYQZPgm;2Yt2bnW2s#}
zr>m}{w+jU&C7$Q_r9d|7*J?#W_S!}pX(@KKH5D{$RDC~w%&&kQb^97VFSJgq_`~L|
zjIN>P=P$LEm(vxxDBbS%9VpwC*5;j7uDRVQZMPaF)mPKn{#91%U45#8lCS127Zz4(
zn6`8U&8k-2n$A@Kc)@#xiYbZ_Cs9(UqRNUw*%i4-pOixpLL3B4P!KTyctqtIqzu((
zt~m|JtF?%dt_6}CxKxeMGo^WWA;c6iBr%90nt}n75Q^}L2bW(4p9b2)P0;JDSMe3_
z`+KunYAdWZEf}tBXa&+yRoBx~-D~v{Ep$4Tj49_>rm3+SmxTymq4v<tL#s_oOkvO3
zCCjY=pzHZk{)y6hb4k5?r`D;v(`m~^1(u$v7S}Ygt<S$pZep2*Ee7FUge*1{)6^t{
zi25r30Kx<K+T|Xw_-@cTU*Xf@V@}+;hh*mcwzE^|?ptdom40tdt501NYA!0YtsaFX
zJ;lpX7wXiZ*9}^!lEbv_*9N{cbsn?T`pTi2y<w{L9;&ORLygl_YFpjX`BP5Yge}I|
zdgoPC>quEbRN`AwQne){$w)kFdU(p|ye?F=GDZ543{118XSOpWRD`I-7CjTDR{}&u
z6R4tZ#Nb1LoRH=(34{QhI=;NvB=lBGLy4vBlD!=+4-vl<?uB2qOt<N-1DVT^jc+J-
zipRHB88VPiNRdt(CSg@F92U1{5rG2{KJa2Ui2y<Tx8pQ?J#yaJ&E9cnzFyv{t7xry
zf}-qe>MgD?)oLm28h-74aTM-UF;dDD@8O<`mZlu(ON!|UUrLi<^7~CUtu^+D(ayf*
zD_XNx>Af_%rn(EX$iH4_?Q4CY;8HzClU3@VEhQyM9YCOvdre^YQ00fiH729yUYWS-
z4MC|nf1-7@`hkr{a<si{aoSxibT1^+TC7&L(jKSv*!rq!6p-?YPf}8N-?aw%VQaHe
zB&)ef;hT+mmA~20<`j|&rY%{ls>b{hMI*&hHc!QXDTjnWFgV{ve@B~(S7zH@Do4dT
z(<=_>fOV-Rk&+gwt!=hlDS75h+M$=v7G4FT#K0RFA>&mtm0}z~#qMXq*T=uZ{{ZaL
z_$sz?^6R1bv#PB8v#Yq*zg2E?OkE$ZUaHj0C)QP4)s`n1F4Ww@-9uJa*<zt#9dy>k
zIa6-=L;a&)6WTxH2jc6R-2VXO{ijseG=99QvOjCF>i1}zyHS1>WTdvbUq!X&s8~bw
z4Aj>*Ow*5iqU)ch`Kr#9SJiuJABrA$d{Z?|$rRW$bt@Xi;X;7MpP;(Z+}}1@hVRKP
zR@|?*CJGq*Fx5I6rKal)B`H&Bne2_@;OmwaJtpI~o=0;2hSc2x8mPLxrnHmSdVg7<
z(rT(}>CpArs*tq;<LY`-P=2KasBuO_IAx;J1(&^2b18aVPUTcMGnPScPAOF*ROYIJ
zys$Fvq(RW7$qWc0aumfLE-r;PqmG{XPhIzP_oG|JwiSaN8w}C=i_MJ7bmp&DkEUNe
ziML2)+!efhOj1_y)=cFymcuBXN}>w4Dqk?^SwfPel9eSvNm5BkN`^!bK?ZUT^8^u&
zD#*Q6dPbhHEnHYVXQHts$52=NYi6h^6)n1ULj6SqnEHBUDx;VL>~aJVjk_G;06q5m
z9uR~709cGqwl)|zh{v~He0%^$%L9M_@#&H317FQdXMVWHh>wu%)5GVm?mJa%qRmzm
zT5;=LK`T-ks3xk1G3hj#gd|iUN+arZ<Si(W2?>=a=r{Ir{0*bxE0H$KhKb~Ej^_rW
zw!L~*ue?=Rw1vs~Wk0B|OxoM|?NV5AEQ$(7Y3YM1LYz}7ag-^i7<u2FdCz%(V0k`9
z#O6u<SUi1G{{Y~_^Zx)&>7H?OkCHm8TwQ3j4=^<5pI<Aq)l>DaS{+WGb5!abVe&;U
zt-EWjFp7GoY1*R+uBfRhO1@!hOSKlZG?QM$cIq+Hw#!7kX(X^SQB>4jp#fIQ5CHB#
z5x?g|#W7Jtu7TR3V{*WaxQ+lM1D5O1ty@b*Zb{p$Z3}Aje&*G83lkr9M+~e}N6w|7
z-ktH7l|&R#U}GNfnrB7JWfJX%P|FzrT?P2#`$)bD`Lpne&Qk8W<vmX;G;c7NrMTz{
zFuPm!>a<(zmSLzHqZSux?UvP3T&n$5TAr#E%r{to<vUNJvX+OP0FK{dBV!TbXC3pm
zwEfP1;V}F-YHncsK63v6;xdZ5j=M^73c9Y3Thb*J2)Z=SG4&RZ(i(Q*Li@p_I@)iw
z)U=hYyw|4FZZM#yU3I40_<1xm6-1kLd^l9$ZjRvCVcwL$N>fyVs%IT=pQXO0<Y7Nw
zNI6X>xKDCe(C*i8n}@8EG*jUzj-kr5e+p>==Q-3d+$ztqx?IAcxXiey0swvz)z>Y;
zH(kj;a+*3a9P{&1b1KEcqGqu%>d8J?@!CeUGR}J=7Ux`2YSb4w8#XFw6vhH^4I+C3
zoz6RmA9y&Q1OEU*o*$mW`DA3ln8BDhoWS3SimDpQB^1@L<2@=Z^%RoPSQ1i)6D_Qy
z5&n&8jLF<_c=GR-8uObs<E8m~rz-U|^iscGt92WcY&e=qP?Gb-%G!!%IuHs+Ppj%G
zVYIA>HWKa-Xo{{~E{kT!kW^WB3K1kxOrQc|s<MJa$U=wX3CvI^2<IJZ#Ty$TGX11n
zO9!%&Z`LDbF|o~8eEI8@L;*JK8a7Qw4pvZbQX-0HImB=U5!$SDDM=utl&BHXK`AL9
z$buv9IEWh%PaOv2ugAsXl>EK3Xe*yDhO_($HLX$JUDhvJDiu#tTTxoe53s#Edi4`a
z^9o@KMM@>6(2x-r!Mg9^Lz}#!wb0+Wvtt@6$8e}Lj8+?srtl3&Xw)W|-@<M+NT+qy
zztI(}g6HmvO+fTcE*G60VF1}}PF^e901Ji4Eev%)1!!T&P{AZ6G|Vh@B|S%{>DJ{T
zZ9Dcc6rYup^jRG9&{3o11t4;XPLP>5agI|yN<~y5$O{PvI5|W>q862(eQPJ9mD>5`
zy5@IIZs!q08vU%zy4bG|7WGz-3Y(Z~rYX_@nyWQzx(k_zEM8tvSfFJ9-5~gI<;Ifu
z)8?l+d7aGN7UJ8gIx)*7iM#FMhL({m+FrBPEZpsN7MkkT7^Sn>+e?cKH0!ladMpyt
zp{dV^kA?n3a-W-AgR<Bt>Fw0o%T-g-UTlAjU2oJ?$ZGduVHA$1P&;%}Ow_SeSi+0d
z31Qb>rcFyMw3w{WEgSJC&R$(VbEwc-z3nJ(DWz)W#k$>Vs-~=NiN~C!L+oAX?rpEo
zQ||`KfmjZ$3Q<DV6>jqno!ryrwaU$R*P6bv_i@vzc-ZP%q_x?Nt#7?d^Ul#VVWG9M
z%kDc%O5vzV1Ibejl(?RRo;1=~7h8M09!K0F&dfq6BN)LFPE^HanlJ^6Y6OikLd5)+
zg)5<1M`l>UP*hFL9uU0M*WDeJ(KA9^nrK<gb&$Kp?6@@zdq&SmS;tRx7}tEs*SivU
zOM$pPhgoQXv2O~S6v&{n0t-^}joz+#a@&%ccaogUs?z+R<@TC(!=bfJ^4oBv({{>x
zif&fBHFbRgg>@qo^@wqGOtQjBt6QjS`fRw+=}I`0qy8N}AUVTiYg%b-8(pa^m2Oov
zO?7`zX^UeoE{dUal}*yIdA?g*DQ2OSu%N|1rd(}EM^{NB9bEal&1>bc+b!>zyu!QL
z>RVF}+OE3KQP<mFVQ?11)HPQpshw$C7Tjc^KxI4e)9-};0E-Sr^5>DdPebdCT<wEU
z>GyRQsiit^Q{2%|-Op5A?=-JBRb{i>X_Tc>+*@pgxP>6LQlJ0_jdZd4fu<I-wPOxz
z>S989sB#6Ayop)InUj%OU~JvVT?m=NC=ll<!6J&m%mWxeLeU$W(XZ0eSRvWnNG0g?
zWLtW5EMbr=^_OfbJ983t9IRNWDJK-PK~p4S$pukGR1ED>vN2FHDS?PQqt)6^QD|L7
zbJBXU)b*QC*`7leD`W0cI^`>lu+3XQyGZNQ&ZWv~hF)#PUU9Xy;!0LVc(-JB#A73|
z_9jI3jAI)K&fgPy`%d#io_g<F=_lN&)7Pi$Xtvb5O8pCuwQAEAYb&(|mZ`R?8TD!{
z?<^(en{cH`Qj(IR8Rz=DdGGi?;==38zQ2_D&%%ElzWycvXg%`qbg`iMh=c@u_&{{W
zs8b5!&l|cnCLRIZ+VPwOgv5JQlxXNwZ_9jUtyO&3iL1t;0iw<UBZ8(AC&W-x;%&#0
z3!;}*<9ljECX2yM>P@p`T$1ctO~aAAmuR<%Eh^64m0im~MXKkTkBmFE=4O~C?}23-
zA_;&LG(W&Q?>pzn1_Gma*lpv7p4dNEVt11`KYjlI#yH8Gv*h10xx-m=q2<1qe^S)h
z+NFNz5plFz8KP>nPoj}eRbH#@)WKB>rF=Gk>XdyKAs{61b1#!z$>jB2vWuA7VeK_h
zd1|feU{%7=b85M|6)=jj#Z8*wai*3PQ%~w7ycPq<AVCV_JKs?K<PiPq9p2zhFpKT&
zd&h^B&*JPNpt<4X<!&xkIapIXA8M=bQEzWm!ua(z>I*BI*~0JjdRx_SU$umPC)N(f
z-CW+@Ajnhgd_e3wHxE1P4l|N5KbF%GJMMgE?=itWyN}nt{e<E$CL|c16rZ*vpXIjj
zW6bOhF~S%lI|H8s-VbAs8=dAdJww1T?Ca16r<Y$p9B*2n=dSx>0lxh@;CJ%z@g3`=
z{JQ<3R}BZt{VAef<yAfD-6y9l8g82IooMZ~x~gj}3l{2EU$_4NMXSmbrYYO&ZMxu@
zNrC}{^ZQupN{wTywN|gIX%y9ZuTkGM9aTF^FE+(R_UBb|d4xEil`Rc9RHP-vAu3W*
z7E&fSwq(p0jAMTz7#-t(%1Im<J@%YV1nwt0Mn~Arz-utJZMSYck&%RqD<`tU#{FWs
zdcQbKp_ULTZd@#y1r<~=gssStcL2r!04<yU09^G`RA4QOV*I-mpMtZJA~xd_#X&Fz
z1S>Qc6OGJNV;67K28bkpD<a|Iyd^P(PBj!U;|DR^83Xd~j{Z+$8NlPZ-wr>slS=9i
zQ0e_g%&t~kZu+j`i=9Qm_w{|w)RZ>e#;FuS-$P{7_VDXyphY@Cc9-THsShD-btNG1
zoEd@J&Pkad86?E^27DaHA4Im_+D*xeHj?=}Uo-Aj^$I78Rw{iFeO-MmO+!m@+Im{*
zy)RWj%Edy~8*o<|bh=Bi(4`YuYlDmUBcK^rh)Wq)PhBe}?i`Yxp}K98Zbqo6yjB!N
z2L^PyhXsEIb2TXO2LR`#y#`}6JoCDRKdf?kWSX$>@Qm%aO;ldq?inQI7nE^0`HKnS
z^50CwghWerg4hhA2ur#FOht6WoK*On&^mXPJoDF@A4#z7E}pW#V^y-5+NbMWr*7+}
zESHz5)mK#G)h~KA7Z=+~o^{6pKuVNIk%6|4$n63QgM-*)#K<FlF0FH{ubjcvSFK^G
zD%W3nzSN=m+P4zg7U^Q0nmT@@v=GozDQTE&2GH6*i9!$n0@RTkeaC1L3_*``6Who<
zTrh||XAKb6MaOE9Z5bZj`=cmj1<TYLqLY^fQBT4sD=tM86Q~6-xP->sL@SSP$v7#i
z>hzekqe~5JOI?=~owpD~5o$=N7xM1iL`IdfVKa8+V;-w^r9lBQD1uzHjms%ST#e^3
zI6IF1e^@gnJB}_(Zmz%DeugeCILQSIr>ly#6xjtOxO^y~wIq;I(~Zoie+rZpvb?1D
zE#}WTG)=!>X{)A*w%D$Y+#8@yp}SsbYpPAMx~ADuq_J(&w`QAf=P7C%Y`Xe7y)sBh
ziPzp_Xbb-UD>beAL27@JH_bftGc~HWzU@s4{&s?r=St-(?=ep6jXg<SPU1?~Wkalj
z*dsnxH!K94o9I>&jNQq{0-*VdN^vgNlCc}F%_x)rIZK>~tAQQ`3<WTNh*nyEN_8I7
zwC(%u;<M)=Z5y0ejlFQZZOV_783rmz$M!|Igu~lo+pP7doTL@orgf4N5TY~-&Xu{5
z_{E9J2jM6+wi<=DgaIKTyLC#JPSa?U9+`1LKS)970a5<|MCdL*R-DunHOo*DL0lDY
zxB_842t%Ny^#dJB2xYS%g%i-HEJ>L6`e(Qkoxmi-oSno@+%2~|<Q%Fzep!#X?<O;#
zAQ&9)w~v-K>C<uW*h6n^cmeGnc5~&|BY+U=x5BG88y(`(sJPqeDUy;0s!`U$mHaT8
zmdljtGata}jHpf&C#HYaYj^x3<o^K49U;6LKR{hhxOh{1$D!$b-{HT}UsDc4{+HrF
zPt)q-tn*^st8ezy`fS`?d4dX6OIH<?<s?Fo5b#-TC%9!z43V<b6;wCfGjt#MXHN<j
z&R1PwbTE3A{7N)W6*5RaQk3C&XE>g&y<+0CZM(a$`okDW9_}*dWyIy<Zc&_a0dW2(
z<-atlc63C<TbM!M*rAhV+0yND)lC=g{{Z05>{i$HofZgA@}i)m`)MOPZ+GLq<0QK(
zjeE`aDRzCGVC^U3P<Tm;Ue|1{y<F|qYh5dqmpip}CAQs0*H5WcU0(Zilyt}|C{L+T
zQ0r~C)TF1aSs^nS{{T~bC455Y?K^VSdW)A;G!_dz4Moc5T8%-ZYn4SqO4)X%q3SDj
z`mW%VFw#`xkxE=j5=xQ+RTlpMD;v`GE@txkRU=X`{j*JLZ84~B6m_)DQrt~7n)5|-
zb(UIjNoKifO*je+sVCD@g$Q+RhS%2~dwf#zUb~cB#nbk^Nmp{bYHbawY&N=9^v<YZ
zl~&#C)t2T<_0^VodJ0g}wL!wCs*tnkl{6d)<5<1!d(ska-D7Rro$(zaa+X!!cS$@3
zWfv%>U<VA=Nd{&F4t0e`MNpyuCgI>A^KNJklIT_aU}|;2s(PXpJ<n{mQ1*N%T=uje
z&8SF+ZpdRtPO*0-HdDx?-H<njRjS-d0zjawx?DUVC(o1b`eex8-*R!D9??H(8G?Jr
zn34f8<7gZ~?I%6Q{(HV6H{O2P?8KPwoW?f6J?CxUU=G;g&L3}30O_5>U;)lC@y;{Q
zJozth#{T^KJbj)y&#*SmY9l8dhC~<;Ok_s+*g%muo)J6w20$|-wsLlpnb;ANz>rA^
zNGei@2}(qj6R=7|l1VTC1e|Y<Hb0Ty3>?Jg#a-2nI{lAN(%D#}sjsfp6*ZJCmg`@2
zhD9AU9R+P=Qssx1w$RF94T4Ya84K}9$*_lJw2YgySutz`72PgiO%#CVB1Gaa?~|xv
zrceOMj9>r(&MQ4@+P59+I>Ons;h#^>${j*S#YP}y-n%jl)O5csAjV3QWENdh2$ZBr
zBN)a2DAu?FK|2UO42Ya;Nu1B+zUH$*WUH)Ctm>J!(SQo;E0&seLRMiaZ7colK`^gO
zGKT_`f{>{aHbb5qjKBOduT9fm8?asOTAiDV*4xc3MODg`ABCDBT!v|DXf36OSvM+F
z1v^aOSW#M5Qh-&f^>wvZ2TRqDxlpo7iCMxrk5c*&0#Mje$s{2uN{p%rCQ-6+^9+!Z
zi*}Rd4nW31(gVbjpo*e`oCXj99tBfTGX}y_l*JI(bM<vvmnDxsA!}W*?``{rB*+p<
zCP^+!#)fp!yY}4F_>F*Fo1`41U@?H{ESbPW3>mqVRi>>d38JNQP*;TJvfzTvxwXU)
z#RyPxpe15Lsu$9vk|2z6L#(@3*SLo&sur(FK}@oUX@&w+N<%C*65B;2k_uDQKme5-
zaZMffnC*x=k6{E!5-}4af^h<NoMe%Mf@BE*ch36^d$ZFy0N6VCeVm3q{PZ6#nAd|D
z0S(6(9ml2v*}q?AbDq6AmHlSdf5HA!{E<?AFY<ne;=j{(MK{d)A+uNbZ}eByKfERH
zL-8YzqtpZH9JcWwLGRpSGDJzt{{SuLh(EtL`+Mil^Zf}jK-}jWcHaX6CL#xbOdV$2
zvu&$Ow)(pmNbd162YJBh>w#3w#cn`l+m}4BPqZz<R6v9tGXNJL7`C-XT(wtP1_Ss^
zyA`@US4H|TT-c~6!D2~1!`sArk}fy3DC@gfb60uV7aq<`95Q}5^DqR!f+jKc5MpGX
z=jVh>!9B4D8-FqRfg265zTilZaWX_;$s!ES_yp~a3}bH{;!Y<q`k36nBL`;@>9$01
z<+eb-q;bC3@aa`9L&NrGIKcj__1gdgQEoTx0q;AR$r0bT=aa)3G57BSJ-dTAzymWP
z1aSfGbDt#S9p~(Jh}*V!CvbDxKG748d5<|b96A7CcIX?9{{V~R86Obv$4$Ca^y#<`
zH_x~}KSAYD?>OJUzz}0$zDWIM4nmM8z7FSbU=O_K?FSNMLnlAQ=0|J+?tQ)Fc;JyI
z><n+%#?zhl@4h$}eY4;n{_l<he*p0hVD2xhb>D6C*XL1Zw1My5d%-6ivSVpE;r7l(
z<J{&>)7ZyWJkJmVjj_L1V*tqj{r><%B2G(^Bt|DN0Umsu1F$E29vR=yaO>yx1E-%*
z_HR%g+z(E>f6?&wkB^Q#>Mo<UdkDeyjLdzrpU;nWYN{#Y(S6oJTuY%ST7zZONJ`6d
z(o_f13W1dMB$5dnOM7A`F_^~t!I<;rBe^nscZl9R0ki}D^PU0W;eZXpzz2t~hlz)N
zooasXX5P<+1LxNjR{TY`l!aDMQq;nnQr6lPM)SU*B$B#iA(FJKDN~f|FnUi=IYqlu
z%2JxBs-uSb!Ydk0OJUGVH}f>14k;&KzmiU7QkfA;oXlgkedc2`Cov!paAa^u8IWfJ
zBxlduM38>q%uB<kfMeO70S)%tM020+sPOT~U^eUF)2Hn74+^R-*H!|YVAIw%g&_r0
zRZLVVMSUFv)3&o#fTb-c3UP!bOG?o)g#k}jQdCl;xRoT7sU;v3s2CuEBoJ^x$nV4n
zQj$`%D5Xh)6p~V)Qht&MAwYxE7?HTh<JDD_B}yuKp-Lo`D7r~eCQ6AUl1a%Vl6;;4
zzAypM0CE}e0Qg`%zc9dy8S);TLw^kI;kN$(EvqQ=oc{pm&(>Yy=HKQ1XG(BpbKrga
z@r%ich#Pn#v<dH+nTa^g3CX<ZAag@mW(m3@aflRDllGb3W3)*m;`u&ANW_2G_lPr-
zh@5@y0wdv{KLO$2;k|E~rM9PPFz0Vx?(Vw>{GfmP2j^aaWhzRNqJ;tqRFVRcp#>^Q
z5JHkbAc7$F8RI8u{$aS=UxsQ{zY({sK9Q+$33{Ooss~L%77A+H0s&D0@zXNtgz<}H
zV>tGh@J{#ufv}P04De!RBO|;Gr|N+l3<*8)1Rfwd_3+<pZ}xmV#0TM87=R7{d_z40
z!x<ki5$RcW_n>Jm6#oE>X&Q#AY26BN&<8@2d#F-6vng1ZG}Q$wK?Nac!)Fvc)70**
zhud+Nno&!wIE5j^C=)4C6ateQ^uUvifa0fR)Hgc=;p=n#2wI1&OyMe~s7`R}QZo?_
zB&Eay2v`KpS8lIMa|w{eV`ABT2?=dLp)V<6GyZPkx=~on=jGi2<PM^MpY*5euh)?M
zd#W-e9rrJvh<Ru0+w80&PQYg$W8m!o<8y<JfQ}&t^Y;>a_MCUgAa?LTxv%<C>!)2m
zGS{t0r2y4?Aw`AG$#P_{=>SVh!7>{vNb2I)l22sJk)G%5Ac@R(oL~{h$ZhTb#&RCb
z#6GYd`uYI@+&Txl+4A_~9#s)LfCP;ACVL#86Wh1E!ZSOJcFg`lG6*NKr^ehYc0ICZ
zZN~ZXW5MqP4i}j44`YuLAcz<~e&h}SJv#LE<9u(^KJ4$*dT&76uj?Nm`p)$kK7IGv
zXT0Qtk7${Z94RD>ka8#V01qQLoWY&9Mthv*C*K5Q4}I`4FgGOl$j@LSe(~%{iIcFw
z;hbY{4!h&SsE?ile2Dug(0Y7)bFgFMw~vKIjl_8bi6Tfl;v>ZOoMu+tgah241P>!)
z8SNMtg*g-NJD8c6_8@(royQ0m$A|(V3>g{E-|lk&a1F7)Pz{HFAnW2iN6W-<;`ZlZ
z`1Qsy?ESf@w)UI^oc{plyZxY%lY^c3Q#i=%Obz2X&tdsTxgrgO{{TGB-qX3;$p^Lr
zCkB5YBuR)qz=0A!EJ=`c4E4vfdgD0u2Em_xd_-Sgqwf06M<Bp5Adj&9B0o5T><9{b
z$=hl2G9>M^@8k^e2|MBp{{S@32E!N=GvYzum>4-bK?7hX$UDT0pE=?HcEAX102>By
zJ|ZF+3~%Gt1LPtw9s%tAU2+-fIqTQ-#7}rW-M-RhcI~>MCxlGQ91vy%XUuK{WSq#y
zY$8wJ?g;HCV;$i8L}MXjnf@N&4D3hRF`VxNgPcy@A+|hym>(U-_ihzEe!au*{T}X>
z6dZd&-xG)fFgFp}N$mrJ5#tjB$vcUSqY>cA^E*Rpxm_30K}Azmp@kNjTF{&W`^O{G
zY-B-kNld5?sUmK4Xo|XIhp*Qwb%~{aW~QO4ilqr6Sf;0NrRe~kl)e@s0&t>;43C$P
zV>sLH+&n`98-NCOsLlX403Egsz<2NuZ?Hait1qz|h@G~B9kwHKPWyY9n{CIImfJ$y
zal#UmHj=fiSs*1K5=;q%gO1&}yyrt(5&r<KElW`mpH|aCNEkRGwX@aQT}%&P7vy!l
zeKTuf%|mOlHmONn4Jubwq~i}%)E9kaU_+jo97rRjK%oi^x()-N^y!Wf>Hq=p_hZVQ
zzybJ%10jqK*dGrq{eT;I(P+&<Sd#0MX5CDHeM+06{zbGVK$W4y{KrWqO47>GW<mOq
zGeXU!t;s68Y9&{^ng0Ma)6Iv+R1+w#eFl|am=LryND>Sa(Q4M+E*BMbSJze6beTw~
zsCD3yWS>kpr6sT=j+BI@AeaFr1dNZgz|08u6FKvM1mwmzWHI7C{{SK39BsBY56}QT
zDlj4#&xb(U%g@6da2s^rrC$it)@yJg$);%1@IOU;;pJRk$Pl!!Lrqh;zxpQ&ebkfG
zw62$5t92F4B^6gk!#N&}H>XI^NhT1q(<QLtQg9OCTA?GVU@MDrX`a~oW4r;j=5rgK
z6#JNiIs1NR5<&O(95Oq5!=`c6xcFd4*`I|-0C@&}Bk~dUe5x*>XC%zy0FS5wb~CW;
z19*UBneqhpC%Gs5GrYw297FDRIgNyzWPuyN0yg_k0gn-ZAZ@uAftek$PWUH>mfLNN
z{{Zmp9wU!EgFSOkaCu;I7{)`U`SRPK`*Xc^gHYTkT2&I1-F3Oa``dkLeqxxWQ~rr7
zJ#@>2j)k&NQGx;6iT3SQo6ws*T5Z+mdrisI`cA8*GAJv|C19SimTCeW5CCys#BDH6
z`Ti;Gm>Zv9B!YhV+knZ=<PvcLPkDeqna<K=k6;f?@*X3&@3*iqfX|PZh-3z%861H7
z$IN!>9v(Y&soLra>ubiIzLok%MEwq+reFdTg#uEvkVn>q6p#5?fh9W`5j*x6K0edm
zyolQ3qtw-`Q<@s~+Pqt`4JCN>Js}cJEliq<Wy}yzqL5MtOl|Hgv^S2oH1$CbfK;nJ
zdeGf!e~5ueQ7LA%Kf)4{8hTX=M8Q<-I1uvBP5PJhe0pOwIrHh~;l44S5FPq?4^i;7
z`;rJJ12LTYf!rT_nFl;0Iqg2%?}>vO;x@q>5Iw3Xswm!D6>K`g=p-$-kfzi=qM0Cp
zfzyIMlM*Cx;X5C5xPz0nNhipN?jk@Oe0)Gd8)w;p0MCGDVc0Y89f8-`;eZ{s0l*G+
z4xK<V<z0CA6!>=LuPn9g^ImJ+HT@p5-1Hq)mewjRcABc{nwyRDPF&F9=;$jd>M0PK
zOG~{<szo}%bT(1cNKK>h+wlv^j%H{(7KPB7kZL>Cqh3>9u5K}Gx>C|oQ(Nqsj@0XI
z*H_TeQ`IfXtE)q%k;jrlU13EbDpuDIj{g9L!Djivtty4YQF@884JE6^K&tdQlSnEB
zj9Y)w%OTI74M6G(3C|n{Qo4yG$x$b$nJQ7-sN|VDlQL#|PdQky6StM^A$(rZ5>PTQ
zri&yqLNjw3#n6>E$f_qSf@`^SM&u#}G0<>AnMLv@;1D2xQT-uxCr`9DL2aK$?E$@Q
zZAi9n#IDuviKVAwE}8g(sOsE!%o9@Da>6<xX*E}nO*AB9Tr8Vt@gWEckw+sD@N<Yc
zBV#xiAmbUtNe2*#_8|5jeU5uU9gI$P;t);__`v{3CVcHZyT}_HaBl<i2Y5RPo#Ssi
zU`Bd3rZd;rI1d5b06ez#`*yG8#=t*tZ|=_B1E_7(X~~llx3=;35jor$*lr{qH;e<|
z>|#ONzyxC_Gr^eN26hweh}$#vIM{KKzsTn|e-9U7%Fbi{73loO;(yScP55`q^!lE^
z&i)!{gCW1HxLhst4xoBWpE~baH06t@O`7vfz>qGwX!A^7AF@GI<>D{^fC)>H-y`_N
ztfXu#%)e;vh?zNF$eC4l-K-tH?8zG-3b^daE6GfF4TGp9FWE5Ua5avB-22Hh+9YQ_
zNg_v?Gr}>Q@(F_*N9HFROmDn#2=^y__des_Be2`p@b}4>G28(YiIW5JB>kk%qdhV{
zLO*bahzRT(i09qoSh2?W9-<p<?D+itSnBXMJ9zCIcM&+o$3F5-(;1!n3D}(XKl%<#
zZ<sgmV8Gm%j_^l;ocl<Q0}<OG=RNTo2^o?yW=Y7%F}898x1W%2=YZd*p2L91PQ$mB
z2d;g?*FQeFt&h`R2|p0pzfRkAW}W55O~S)?p{KdqD^;j;l>+N%YMM*5)l5-bFVvOl
zZT8d_*!fVUrAbgo3eGyvb>HOYo4PjRs;Ql!{(^HKPgd$GH8fv-lxclUNl|vCEi|V+
zXPEgKhKd_2>saVPQ6hTp$*+v>hpjitK3!?uMXcYn-?YYu(;9x~YdTj}Rw!3lEYx<|
zk4mcFWURNk9CnngE_~1m3z9)FIPc93Lqn@MmCQX;YbyLRQ)``Df4B9vT3DdHU#=G#
zFt%0_rj_#bEd@59l{T)Vr~)I3uF;;nE_o}a9_qIS9wh>-+BxB4<XD;FO02U}0bD&<
zR_?@G0aXQBrbNI@2H_H%p<RQm8grsLQ)_7b?W6jlo$-1|tsO0M!mD!H_X1E)S+R|k
zAgLJw#gv3HWRw+JD9T~N?haB4K%gp;#~#G<ljA?(>r(QIn7VgP>o@M#?N6cgKA*MQ
z29?#cYE^yi%UNxw^{TEmI!k*gY1)wDoHb=B=#WVqaQvRc6Nrw<CtxBYd>?JjM+kJ2
zw3vecnfJ^_b~Co{V}uDXdw2Y@NB{%a`2>#eIM3NuEJcLT<2ZHXS55npI#|*xH(5YA
z69mds#k*F71i+v>7=m#T9GpX7t+nUUBKh=*n}MCa7+W#UZRn+<SfOk%l3>*6ICa|A
zS;=K4CRbI-ln?<i7fBM3r6~|8gyu9r=f2bAkWRpufFw_E(2^4#M~Nr%2YtU@!yq0a
zZKt1647Tg50IQ{@*5bNR{7NW5R3u=P90BhjRK=xis4C-EO+uM$sS8?Psr21RQe8ze
z1x0BG2kT0cIRFkfPc6g1I(66w9RxGs_h18Rp}cdShI8N_G4an_ZH}0wPrmUpxh8Re
z_S<2R=ZM>B>V@<$%dV&bu7+D$)>0&?P=xhFK_uW~I{|dqtW|n~xi*a_rf=H9^tKk_
zD6Nzgw<?)o)b&&`Y_&5{RP`}RkQ_^*5>^tj37#(Z`D@L#uUdCb-ZWmP(NAifLv7Qx
zL|?S!<4VxKcD~fNM@>xI_0$yZy4u#T<H&2~RECnbeIo%pc-E0%*-lf3jZjz<6?say
zNQ&~4FA<akjBq%Rr6J5F0^<NX;0Cj7ExU$Mxn0J=OTK1zDYNa(W1X(Z9xS40q}a~W
zL|c(%6jdS>Gb%#~lpp|opw2rMl`=xEHB{F0{_Lp=bJwc$-AO5R6x8KvS|<moNm5BA
zPyve8pRiVHTZ>jrBc^ZK!us+FYKq-MRb2l7Q%@x#p}Tdpr|KM~9Y_xvg#<U&0@eX4
zJ58;=0=d(nbanp#THP+(zOJ_EyET3G>qTn4Umm(QL2ag8U1Hj9vrEv?JmXaDI_E-b
zM4>7vQNZDR1nX@bp*hocy6bI0XVX^N?qA-mRCi0|!kXDY-O>BznX7H3R#mN<cAa{X
zhP5azIE0ZYl1_DJm$Y+>YI1tkS-r-jLvxs|S)D}y?g~;Es2r(~%Kjm_gTO%(l({Wj
zFq#K+M(VYJr+U1~PfHr!vJI0owCXLJc4)O#Ix4<M?pzU;3bK8iMRn6EYaF1c0BkuI
zmHz;<1NMk>%S>4HZ!10<HHGg=Y73oJuH9Qra?!d{o}T2x^z?TcOSL|z)OH(<g{nH5
zgfUxHerkr?%Z=5j)fTAgTxV9fm87}J@Y~FNSIM4lX{wzsuQWwvJ-bxs+w=4nI*UW~
zw%SXzD?dAFudbqby1Qk{j<%iZD}`Mf%v7-JYFbH8A8a2AU$xud3*pa@T4zY}7oJvi
z>N-2#sugzq8Em_2SDR|K{aIU0aIC1)%v>m&VaC>qX539e1Eb}Z+fE^WFu#*8+OzQw
z%YTZ`kKc$ceDa3lS9ayrwXWs;CYQR`TkEY=7dm|z%54Rpt1H!Rxl>Ws(YIG~()HC8
z&DB#h@5?yJSTYoJEiKd=_VSpMZ*p24!w%WA)fhhP60JqT=twhc-7#?WQ9*8dWmi)O
zq?m}HCoc&&h#EeuSxxl+08uWxQZ?zNpy8(E*hEbj&D05I4PK~=2@;*5&fHUwVpJa@
zWQ=6RCjexXRWJjNp;I}bbqzyK*S7tFtE~&EMLURYlB5NNI+U$UxYK3HSV=9i;2|bg
zvcC2C9s6fK6nQ7`?aJK_<zn@fUoUxcWUy3MS@nj7L)WUy9ig^ds6`EJ{WoM)+@EPH
zbLJ?}ub6$u9SD@6U!KoaGyKTRZ60@+GxnY;_Ps%Ov#b9AC)T>s6h~7k=yip`CJPRQ
zpeTZ6NeN%o)RhGQp|@Z9a~r56iX@ZQjT4Gh!h|DGOvPAT18`G}OaNjS3V;-%LjVXI
z+(j{pLlff7ykf1k6H&7kn_Hc{s`1YdGP3fK3&*>SLRGp)A*0XAbdrRXROd;`CNUI2
zAw^V(qoO#-eEQXvjepNRa%-JGNnJr=*4)(Q2CcHtT-~RrxzSrSCat^O?ev!i=*Xmc
zzM7h`rfS@zDyDLw3sp3*TaA|FKf_%uO+5y%<_$94Q;TY{)27}9EG4AFj8xszB)nZE
z4mWN+EhPzx#JC(RBhQdrxwrEfx@~i+Y;+}?bzyFfT2MvGwv}M1=US47X{p>Ks5o5@
zR33rShDmpQ5Rlpu5|9E@5Cj-Wj>0zFKtHA^t!>rSqH|)}FBNXPM2gmORTFToh!G;D
zSk`Nlc!;kE2)%Hg6d>@RnuR}T0NS+f#YNE*pO|h#AbcJziSl&BxyU(KrV$g6F~Z!6
z3BbX`s(@mOLNm05wo;bRkc1#5DM~;I2u=VA*&ql41ONcoM;2E)`CDY?Un{jHhq|*&
zDypbne#LNmr3<uP>DyB1YnplzP?p?)`Z|M8FtxV-0Pd8aE=4`icgzd|2h-kgVj^~l
z+BP%Pw?N72Qo>S_N{LYkftfP^0U68yHvj?0A+~bzJ?mLED=353E)sUtVhEJ!u8GQY
z%mN*9VunC=FbI@DKtw9?S-K8TS*wJ~qjw1%6;m)|3`3MkA@2Ykhp2T8>*gy*>1S&>
zsiky9)upjfS+6WwV&KAxlI=USclt|JQ)=r7QXOedIF+HqA!v0S4zz_OXdh1&Y824h
zshJ5VSESmC2v8`5AuYEGDq2G*2}~(O^(99nl6g_c--8c`UT}O_Kg`V^$j)l&{!=~9
zZF{KgI^#uX%f7SH^$ystHyuYyKrdQ#RrJcNqxCJK??}V7mm50WBJD*;({+zib`JAm
zz3H2+ZHH1>?zRi<weLdXX1-ghtyf!n{Rwb0TW_yvipoceOGBQM?IA%63V@XYZ$C&2
zi5Z7>qjv66SW$%+j}k#rESqO<lqWH|h9QmwT|UYj)J{CY7nEZZ0Kg+#X}dx-PGmTX
z#xH>q6v6<pkZe%`tH3xnC`_o76aw&={AB^+D1cu2W0Ks*)|Q5Ex^qk};cBQ`ty9)6
z=VYKm%cpg0JR5H1a-@A>x0_o^aVRM+Az&&}c*Yvnm*JX=u8-FGevS7U>885bF7(uQ
z76@^ayx4WQsik=<W}z;$^J-d3T?=VIka*v|NOQNA+EbRc4LPXq%eCFDPF>MZ!tFPz
z#4R<KyN$({8h+butYo0ER@hQjq^&DT<vlQX)y{EhYfiG}PNmd#H=L-oTpYF{k@p#P
znQtP7%Wt<h@1pt|d9<zSM^uEm+8pR8Dnb-U9Iq2EI;7j?%d$H*O$@o&Jt7W~I)+8c
zWNu=)I)ahKM1;!#q682U@f1J+YpO2$Lcoi#EqTa0oF%SlV2cUJGfG4}D*$&A;oN`>
zb5`lUW(?n^lQ9RXsvm^mHclWRq8DF*e}|2Eb8UwCaNWA^cCBrSbEYnrOF4GBwxP5#
z-8H_Rv|3Q5y0FVliV;qqT1!%tbmY2U*&WLr4{NT!U-?aWy<6>#)LbemFIw%o-;$#V
zQ?4a+T6+0H?L$<kB&APMR8%z50$p`MDk|6=6?LYuYaJ(gtt<H}Mx?RbD+@_0U&~Nk
zDXOYHG{mjK(<|r$Do_ak@z5=G&wf|k^hT_;+jSeYw+ptLyjtk!(Ph6=t#vmWeMK8V
zZ`Iprsai@_@KV;Nfayu;3Oyj~vpSur(aJ~1#oQMf%oh+VgAztvK|ldQ6M&1L=%U=9
zn23NFcrm{Z2}}cruyo5wt|(iUR_lEk3o#f&o*|&E2FJG>v8=I7X0Mtmv+*;MCXlAk
zNT%XmE;R@tXnxFph~I~=+3#1)VvbW(B9C9%bfq0CxpijKY}`{(rz&rcyl)kkO50^!
zN-L3er%Tmptf_tTZK6eDDicLQX>L#2E%CFW{xNPms;JOfUs`FJJqK;ol=lX8a_vbK
zHCmddPq-IsrnKFzbjb}jV+g9Lbg=bURXa{JQA*Tv+)^;u1r4XLk^+@E*sD1plaYuJ
z0LC=tM>8}BD(ueRb>5`5>G~wJ^NhDv_g!^rm~X93+wHXB+l9r_RD^m|RJ99A*3c;l
zUsoQ4SCp7?R^{!|&z>k!l%@rqzI3pOOhSkGMb<yr4iEu3xIh2{0f42?Z9uY?HO46w
zo3s-UGN89-XpuWNWD(?t3JHfGM5BNJ6Au^T2#DJH`;(d@nKY%1OK(Z4X$wsy&W>rW
zR7!BAN>eYSgs3S=1#P;Q8Bqk39r)1gdGLd(wB-(`zt}Ymj_G34R-2Xnrjp?GRTcQ!
z?Q9yFzd@GhU7@ah423!yZl#qeC~zqNHVWspckMLLcG}g`X%1dr^(`}MT0VN|dZW{A
zxKQ%Y7Rzi<Y6n!)tpvCV!%FH>o9O8Q#bhp4{9tnDpPw_NowwELJxg|>x=^`cxxUqX
z9m3x2we(i}y~(C2nR!1Zx|FTASfr={qEeLgG_%nbbDe9`cBwvDgqNy`oh4q!yE{1o
zHE2}|X9}Xo9Vq%VK`t>egiQp1!^Xc%*1Y9CHn}7Ugn>|W?LbjJb0r){xjLszNQubr
zl2*=?MN<(%BDXZEfq6m0#tIif^zHh;OX>?2rnRlKU3B&0*?hLG<QG~+eWtaWg(BQQ
zQcI1Zp@xdv3rSK$btYhL4z~FB=SI8H*ZmcAwDSIj-KlK#)+?oDrp<h2=H&&_nRJzi
zY1++CT}ac8)4H~blR{&tl%yDqH@({(vfgg?T7nDqo27lN<qV{|Z>x5d!VD*?>tv96
zK|Az}0S%hZbksL{UZ1hhRNZe^yM+aw&uyY?yH|0#T&i25x6o3w1i4dHR`V3>wgj!$
z5|DGA)PDhPTnb0Z$wsk}QIcu7j(FiPFrY)3Hv~~LWCMdGBB95UfQJx(2#r+srm5;q
zp2l1@?W1?jTTwR|4%*_4jdRFvBv3&{N)^dC3?OdIvhB=t%tMMtF$DY|80uH-z4$2j
zm*?Lyto-ZcKPxVp)0Z5+ziNFmskH?i&c#60yHQqh`sVvK;LYZ`h04d<qP);nIGR#I
zMMWzuy5-8Q-EFvT@9iYl+VA1pL|-{6%qyO$(R|s|x^l;U(;8mmU0(Z-X@~VKExw}h
zO8pbn_H;73YD?W6D^)cOI;So5{)>HdsZr^F>^tUOoA?&^OxOBr;(tJMYm-{K{mrVK
zS#WPr@>^U|y-%fTH0_C-b^icUs+P>{?!|1Tx6)Qz7`W=YU7pu*q^Z;PeIIeux~EoH
zblq<X{{U_$#b+TtFupHreAoDO*0mb*Lbb|GIi?@IRB5~Zm5be)`>DlSEZVh26{`H2
zb<<Q)RWkL;(`=}7*C0{+xMHfNfm$`i`>h0XCl<P}7ReGxgqv39I|n`3spMIv<<ZEy
zMFG>b+$La5$@9=m$rJ$PI)$_JztW3PG|Nh_ts}PM?PMUXu$z9Y+om$gT&?7;2*^ui
z`Ql^~nn9CQ5r<}1Ed;U3F4^)R>=iO)Gjs8@kvozja&|s^`0d;6zzk#$vBuv1cRBXP
z0pb}FOb<Jap!XiYWRaX?%sDgmfMo3*py2-i7D4Up$4`BDdp@?n{o!2Q)8XgW!y-Nd
zfXD6LoXmT~NSySH{{Y%f&<v5sf4^nlBz3>Ruf=~Yz9e~+y9M7(Y1>w#rLNOjUgcX+
zsT2JtvwjfEq+Bf)`&dl_b=6gsh;F^t6lmI|rc2AKF4J&E-D<d99z%3AwJ(yip=)KO
zEw;gd)aueY8v;&TQb*MiNfY&zq!`n>k3wmkUsr#sx4Ee_)wcIfNG&w=C~4c33w2F2
zR^8#Zs#<T<{qLg7D^Ut<C9*?_p>^WsnS+Ooj*bL7zTr+@I$Y}_WdsrwS(PNna4>Q?
ziLC5Qpa&P=%fcWbf$u*-tqju5ZIIMtH5<QHd2TbdSGO6#K2@5lrzm;!CKgnwH*j^u
z12u|CE-_6c#nH^C5SXG|^ZQ4CXe|fFf5ERYc@N7UhYogW`|hrLOWv${vszubPioRH
zv!-h7nu*}WH3q!AYU_iSdira{lET~iYRyAYPAs~nvhhPtS5auC_~>_+8mgA-akShh
znxT5raI3dhzV%fq>6)mZsdkpD(s_ltDw=KPUFm+C)u(kS3qz#~ZA<zNx%^>#F!F8H
zXgZB%(sd4wZ5n#u+O+nsyE#u&W<qFJPP(cKC0!b-5L!YUDXwl-hYPM33Y2&Y&7FNw
zt~r6OFSIqa2E}^Scl(vHowk)g!tK?!O1J3Tc7Y`+W!G474miu5UW(jXN$Em*IQ+CU
zCD|h}7_GXrG!c%JoNJZY%b+inbW$QJ70jBdCg2om-MWVCfSM#9v{K<g#;xf^qdFy|
zu$FUuG1MbnR~oWX%x>rvZtG6vRt3TcwK~b2t-Q^%=yD?<4q2v@!Q8o9gi2$TR1eJb
zrT&cRRFPSEe*XANh*h$QNOIZ~r6FoVsZ!R_J!n8zQ|TwAz~d_a07u5ud>;Hq^81vW
z&aS=c>UHTm1zwiA+1k0<s2;jMPghr4Y^!N$x7(;eD|r_6FyUHUX(@Tf6t<pimyw`8
zXZxdlqijJNckSWG$d3RW`vaZge<CNoIJ)MdTF*qkhI(a))<L=3EN15_Ym|o)<jEZ5
zRHZlxKtN1G7dgp92LsGj73nRfSCzYaz^1`@duB-qSoCEZoz!}+5CH<F?Yc|0QB)37
zh#aXdiTBABA%F(E_s*?7r#?A(RI5KExsj&t*DXJ+trx0_o3k2{*c&OdUnz|RV-*%t
za;8(w+(XDqbdR*P)1U&SCKJdGdi*+T&xfk}6~A0n>AJP*7H$vQpVQU#)s2MPS4fJa
z)S~5Uv{lous<EF-)TQWgKBr3m0CupPvG8~CF{Qp8>h;ofb)!;UZTh*rG`e%9+P2iy
zQB>Ghdkb5P+^&|E%Wt=M04chVu%-|cf&xz$m&C_Cs{So68aa+ta_^Yhm7Nzud2YUr
zw@!XHUQ>E{gXP{uCYq|hE|fBw7u#vts)e8_;wjre50|OCQZnnYZnIl0l2rO`ijE!x
z#F#S!knUp$v4HPW6gUhLxNX8@FmT9$N(bT&=hiE)M|~l*aUEBbe9<pTXU(Hv&0|`p
zn-o?~D(qG~g5CjC<hjIF&&;T*SLQkf5|C9?$Z`jtQ#k<SgX3fW0J4Y}@Fq?O;5(Tn
z1mHx##17j`$&s8vo-fTuqb}NFsfs;WrS)EbudEL{Pe-aOcPnxoX|R-mNQ<2{6=Q?c
zQbVq(3u&OJTEB$xYQ1Q!Whz^3rm>!-wu*`+il*1;r>SImWV(=qm{OM703d?|ae5@O
zOQuzjRW;F2pd?izkwnfNGE<ODLkAH=2Ld~QfbW|AdAwrwHPWnPS~_6$xRkCLy+Kya
zkT{g509m@^O;n5}F-!n*0feGc7hw$3iOKJSx!y#_Yz+3E(SgAuISBx5=gf)8fd}=$
z<9~S*@Fic)ep=aijQ;>K7}AVimvt02ujrGvw?lTjwQZoh^-0v0WS~^PK=RNLPT@;s
zFr(ERYHv9?X;sPYWonLGR@~aW)M=;f?Hi*ss-bSNtDU0Xd8T+$IQ>f4CYs{PRM~yd
z97>^UPENTQd0SHxGB)&VnH@|-c8>674W6bbc1J0+bNF@Jrqym!l?aKs3ahz*LnRI%
zw65I@)ms|Fwe>RUw3dmn??H_9YH;$fPRk|VF-y(G<~@v~sYX4vDXQ-g?*=V0nqmgw
zR6v7_<ay6v0QSs*7&wd=8}2ymAN7@TqwsQ0jOHM}e4j~Z(P^K;{(I0MpPv4ce9y~z
z@Or-u>-2#>pHz-Gx8K3Y%<N#n24FxKJN?KU9bPs$^Y_d|kbG_V@#VX0TYB~G?*2i-
z-PUIZYshk=d;`AE&mx={<0_q%5%T~q*)U{tm(h<%eNE6ox&HuzsR-sCw<8vu$9Tmx
zlj1Ztd3S29yGQv2oA<N*%fv-F!ObDLWXAsh{0j5mmb{j(=3`vPy*pv1)lBIXTI*40
zyWNmnvAL;5Q%<*Lps%Q9D^22^X;PRdS!{`v!PxJLy&-e>ywbe2)&BqwhLc{~w6)h;
zT5gL)T{fP1x9%)ySJ2r`sB+4rsi8sCT6DIsnx@D}3p{bp5}AqdGd;GAz&RO%+611U
z{1E(0a*vc;x72z=nEIXlJzrI=>-7!2X2+;5>_0<WVbiw$kmZusa}6yO7Ke#x<e(@z
z78IhR#eaX=PGM!usrI8;DQmSCEmIhfK++NGHauaWRyZ(Zic%sZXeBX>o6ZuL1wkoG
zkS|I4Hfuyp`DCN$k*sp|t(~Ipq9xpx@)-oJo0Wu{YpomYiU+u-Up%%*lJg~9B#7z^
z6j1{auq<^jCcxTP;A5XUn(1(|)llipCv&y2NmE+ZrM<09p_=LWRku;6sI>zxdd0VJ
z!kkJ=E+I<mLXw<g&p(H4dGPyLr|C7dR-CQ=lQVOA)mNu0>+9*4_)6$gTHB`MYqZof
z;tj%;NlB+rQeBX_kUCRz`0?bXo#sXRQBYQE4O^$L8dpnLP|c3Ys&PwSrtX@e;O)Vx
zElpLY;Z^KvkCdu+_fD-AdwK|QC?1BE{9*h`=}(Ai%?31$n^9V*G;>;&FE3HCYo@8I
zdj7i+{lhlPrPT>(mh7ksQtAqnr(h%msGqx1<JDP9qAZh;3CG(`S(#_2808unvf~zY
zfPvcF9pYy!m?qd#RHq(ZL~;Ynugh69ztHB<(kr!nKGcUdE~`Y%rqbVR7dv^hrC65l
zY{>2n-4V#bxkXD%TuOGP%A!KK0+gUr{{R-PFPS~|fiid4oa|)5AQ?MEaObP?{$hLW
z5->>fm>A>C=eUe*B75Tz{lMq*=?}xF?A+#mKXgkv@mIs7EVaUw+evoEMRs!MNmoYA
za}{g~tyQO#8dDVvN6@dS&!DIPwORKa({I`=0!rhPLM@q<DkNEQs-T@ihuKXuP)TLg
zHwX!Y6HMF%0Wq*p5e_}my)M4>UTI5yz_-?)ltHQ9xlgu6#x!WuhABmNvU5*kqS=t=
z5~PT_c!;dI%8DSO#wiD!Gas1D9ApSS1eom*VC;BuJ<eojAa~A0VD54=;PIb+BzX&R
z_;ThVd4F`ix2Ruo#Z7!}y%xn;)ElU{-K{RtyF|L{h;8b6yFE*86jnNu3F(3r7y&c5
z7!w$Sv_`^UWDf95cR3izHZw8pB_kXIrVo%ShK>qV6Dr85juU|uB5IQ%oRs7#!x%9`
z16Uib)}FF%IeSj&k2F=o0QE@uSo5yc(6xA%2%R8w#dl2H7lg$Us@cNGs#5`zP{kb7
zLP3uG_RI`^ek6^7i98@?0NZHqi6gxC6SP2rJ3>sr0PatcVnpI#eX)T6ZNNV*ypad7
zp2uSZ<QW1s_kDhkuMg8$4ETme=i`iQJ9zFs71SSw&yD_Ea)*>UZ<kuLP3wBgmYsI|
zTdmX7HX6DrmTuaD=X+!oTyOS=+Hs?FQ%i;%2cxJG3~{8t5IoGF=La|Sk1=g@6}H=M
zp?cBsR96tdu4RixpS4)q`H@KT^yz)kZ4Rj|yy{cx1of&jhDkZZk~5K=pn?AYcp_p4
z3n3tn;lST`z#X^tCm5N?)8Xt}dJ5r|xue^-B(%^v?W!o@MN&6zc$4>Bq)a?1^IW7w
zG6FaN;U@`1La!U&(jQZG3ry_ICAp+ym$Pg><?aTp;+nO3PgkK`ThSe@`d@{0*<xNe
zY#dxX(Ksr%F;anpE%I-Zdb^%lwcQz`9keraV$oN7sHwhH)X`hmx6#zmQa-m`q@uV~
zb^7-TR?vp&93-rh0Vj-w&kuzjW%3HcYt)*?;iRrso3-7$B|F+`=XI@HR|hC-E)BO(
z)zZgiaR^;K1yM_gOQWr#4j^#86Zzv}<QFol^@gLiUGCPKmXf(?m+7pCqH^NWt1gy1
zqg5@pUs*v;v>|q2+R&<|%sJGOV2(3)#n;8wh3Dpk)A~0?*mZ5SR^3}kscP#rEhV0f
zD-?EX-KnN2+qK?r3R23i3vo(uZKNfjAgI8>NlIVoY6N6^2*lO0)lIm*ec8xkCMHc`
za3bJWDbqO=DnLS&F~|sD4a7V)4X0`PHaqldyDm$X>~zyz+BuOey>Avp(nN4X-7q9!
zOBhxPH*kxV$~rph9nnOFDZbKTkxG7if^*--;Hp3Ev_?*FW*m{c&OpzCNH`hDkIS@h
zrbbDPu{g<zAC@Dq+aT}{AI}+*APmSo$;=Tw;Mt+K>-S_oU+Uj_<j@b<=Ztj^m~Z3q
z3XC5h&tc=I!SH5&k=)?%UAF35<)Q@@#-R-&BALZ{^uP=d7<f3+Ne~K<lr8`%Sm{Ym
zwvW;JmtSg2UXjukr>}a7^-=P+%UwFzL)CBeDbj}5QtK=y>1}G49Y(}SFgVVd=ixh?
zoT}568o!xZRr>{siMl6h-KDwNE|0Ko6;07oQ&lE{=T^EZmuekpkcXI1L$0#hs%R-r
zBOK;lC7ZU)9!bZxeDFvO88~{~2X45{%S;=$Q9>-Roj?@H%OQm40V#4|!0gd>P31Wc
zCvigBcPzEP3RTZDI~fNk`W_&ykRzuCl9X!IRxAqLsmSHQoi30ffy%MOshAEpjjcmx
zysa$WwA)V9xO#qW#1%_erA&1iQTw{52qco@-8c}0j*yDgS1;{ps-|rkiMk<B5V1vZ
zO)_pNO1f516YH`T>QYD}&`MCCCP9>1Khk4Fg|T3vX3&+&RaQu;x;U98S61Ru8Y&7P
zrIaB(GL(_IwpR16ElxVO9dTw>wXCgcCm&MQWRn|`q5#InjFvw921I?`G9ClvoO`<K
zJN~WwL~+y0-Qqb9ZDgyPRoYA~t4)P$bb=MADv&GRP$~MB0QW!$ztf09sVI7g^#THV
z(m@mSsa$N2!av0wgOJs_?CY8hQ-7n?$<yvI?Tr@t+PXTcGVejvIL+GWYirS}Zt9Rr
zH6Zm<pcF?$Y3;XCUhM@UhT{4f85Hg)KTXmg5E!WIZL(4bDnLqv2vSN?MP*u=(Q%K*
zG~FAHk^-x3ZZ6+YPyXavN$P5$e(o$L1b{kFk%pgwj=7>;!b+y1tRDg(xe`>!srUy7
zxk$xSnK1;bAVXw2fM7#}L<e}&ZA7`WqV|Np?AI-tTyO?_X!V`6N$XH7jB~h$X|B<4
z!K_7DK5~!&up}|cqGl?DA%lK-yQ~Mt&bZMUH<UK&yA!%1#jJ02wL0}w)~3}@bF9+T
zjx7EL_M$06Zc<S;0u<|oRUn4`m2s`S@Ay&XUm&b@%}1<m8b;@8y4}%ar+-Y`uGOk)
zx!Nkq_M53{>twSnw7E|~QbULi0;b@BAn|>CCi7pG{FdfD$5z(VUMgtr`dYh9IYd)J
ziuzxhx>>GiTVFEu4Gl?CmWJ9$O~JJ#B%`I$>K5Kv_{{i=u=ATjSoDsP()zNQn_jJ<
z)b%%Or7g4NA8MA#dA7FQFtuGSj-VA@R$OwiG=W8whSK63LyD|fHoPrMrUulu;s^LW
zY>|1-79m$vF><4~k4|@{SgMskcD6`PUf^H?luNmK)_Pw=^@~UK8(DQ$^eB2v%Dg{!
z!ZC2HV^<`JZ3zniiV!F<QJRg94#$Oc`$&ixGbo~@R4{&N$orTvk-v~LiJhiEAYwRE
zJ<P^q5#$jQ_TORL<w@=`4&ghV$H5zcw`lSM;BW1Y^D!NO@K0$lX6Nbc^4r`a*TWwD
zyaP4DUmSe=F`m6c+ko-$%|;_RI3R-p4DSPRAn!Yl`8*+v>`nyC$9Rkgoroh6LEJ+y
zNX&_kcm(8o{{V>~0%wOmnZ!WEXYT|VgSX$a1GWRMJV1Q0^Xq~6U@9^3=std5cECS8
z2TEf*`1d~FuVW(<k~6?F-?n^_orv>;A~y0Ph(RY{XA!W0p8^N8@8Sssj7gb}@JS$n
z-ay-U?VkKSoqA&f?#Eu6XMb)wRE~dF%s@Q09rpR};Qs($Y)42l*v2FiA8)@7as)?x
zhurxSn36rbaSyP;GEd$hks?O>?TGKexc2e5$va>lU<5#jlN>sZJU0D61L5bk{yj%=
z7th_(A1^QNsHO+oI6de22^l|mh~VC5X^5QXe*<XlCvyX6b~#X)*w23%frIb2--kW>
z2@)eX-eNnQ@Ce4ohr8Lo+TZbhJAS=@HmLF(_20)E@c90K+d22sG5+#Br}gi&`5t(9
zCpm~1?I#(4NW|@sA|ybB2n1p?x!6Pr{XFg893W;tOhg}inI=So69O|FJU{?P!+$J*
zV{G-u%stc(9sEFZw&8&C+x6of%8Gk!i8;Z^?tP3LVtx3EPqYjGb|*QL_ZR@=z#|+%
zGnhD;gD^md&IvI%*v25_oDnide2wx1cFc$w?d&J_XCfXV86CIZ-?$D#YM+OfyfgG2
z1asw4$j%HO)Jz|_jiATnJSoTN+<meKd7l3OZSfC+J%}FO{@ZLZ-bC=vw)i;CGx@>o
z0)L+X5CHM(w&RVlzCJnJIsj}VngIFr#^ck=&mPYWx^2>;IUxAS9i~R+59mpfcL!)o
zf==I>ME-Ci^x;pC2UquY5PVKZGIofWMC9cDs6Wi){my*wFNa>6WN;lrro-X@81{Q`
z0O_~a%Cg5gWBjOVEyw;-Mte`mQbd9y>`4P2K#X79$&7cAiHRo|_Q$?*a(_CdJkr)_
zPzfUD+=COEDp<s34(G(co-uHk{O7mw1VG+*81W#Vtbp&FhC>1Z0s;ah5D@ls>9>yK
zTjr^NhNo&dOacNI?c4$boPdSHA&?Ld$Os5vL&L|$qMyHEAIQlwB1jTHA;Hxh`$_Nq
zGq{*JgW3#036Y($ca8n0CSzcHjrb=954Z!g9`a|rz>zrzegU=sI%G5DorCY#L(F&S
z*F(qZ&UfjLABUG;DszwqC&Aex`^-s`+9QS(P^75@rAbgJQb|gZaSBSeN`VA}I3w&t
zIr0WKG6?*n69f4Y0o#au@IreLjQKOzkpck7B24h{9Ag3=IUM9e&psH)ZJo1#z|(Kj
z*V~Uh`t6OpysIf#IfCO&ejBM;{7QkuhLupHCEAADFe0I~NULi(Djv83Np!+^n!M;b
zTKa#*^povXQ#=&mp$>(o%9BXymDH7qg;PHYNd+NkAT}{5KK+DaykKW&+IxO{R&2V0
z<zRfhZ+xT@3)Josx>}UT06NscR^cm8L#P=_gyukTfDz9?=skK4<JTGYhmQ60j}Q<6
z9Btq}dk>cW+-;2JsZTWZJF8{(mdnkkp~jp-lHwE&QluyaB}2S`U`*yuoW|t%$B=VA
zcibF|NStQo>NLkNSPfL5Td#>h2q8#KN74x;mlOhP7zZVn52}Rq6o&r*(i~}j($`%+
z;WbTqw2D+ST)<M8SpLcvAeJ032SbrL^wi)I9$4wOmzZP7e1LlF0q>~;0PH&scL5KV
z>iK+X+$uA$AbyAPG7eAQeTY0MkUQ={kUT{1uoxZy6R|1)!~l2f03u*)3EN@_k|0PY
zf_D8sz={6=d`ZU;7~2`^fD!0801v+y_xNlWpVQ_c*QR{B<L=KusHSnW`wWR5VK|wH
z6CjXsLO6q*4+q5JGyVj@@5C}^d=V00@BF-f3}R!j;%b(LuD#z%ik70O&?L7`(~m3z
z{iO!ddQ*Z)SJDDWBmj7T{apYuJp&*)&z3RNJ%LV}j@~|a&t37;Z$FR#RJ8tEcp@Tk
zGmU^d#|Fj^iTtp3oc+Axc;fPBL|q$fKX-nD#Y}VRTq>DMga9Bm!%A6F@&}~ino&KJ
zN<#fT4G(Mty<2e9PXhtET6J4!)Iy90oONEjL<G4`^1^|T2v8`U_uCo3Z;uQHakkr!
zO^0o_-T-{OgQnx1gUAcF=npEggpveIkpO)}p52CEkETqV5g6j*pwf5yi1iw`I>Q7N
zs-m;}(U5>Y(sk5ysnm(enM0A81EEDVAL)^yM@FBr+ibER)bxvme8Ertc2uDqVoCa4
zWz3kItghX-Uhfx4{6^tXQj%mew@6?e<rL`YWwRg|OJe{HfZ{S-kH9^c3<t-qejgEx
z`-2`C$n^jWfCvWO@x@%DPS_|1UGr1YIHcp{EM-;BsX<Bve9Dj;r(7h09$)~Y{8&g_
zBKf85sOhum&z^b=)#?SNqa`qAg_5dcDp4UwQv~40@cMQ{#z~*I=R2O!9@&@!3Q3Ki
z?oM}%XR(q70Uw~?0v;P+J@^3v=i&eZ`v-cE4>1t{`3}L*1H;1`hg!O8b&jE|YtR+n
zCrlDjifemq(Kdw0>OxI2Qu2^<C|jyYl@IM1wbY`rR;4JZM5#o{Qi&v}sF@{1?yQnz
zgEPWAXCw2#G6^}`eSplE?iB7fllczY2^c0|_K7nbGvYbia2w}sv+fYbQO8{5MuE^U
z7|!4x&A031A=iI>IoQYXckkS6Vo3i0(7Q;8JQ6nAM2vv~GZ8;=_S_B@<m2r=W)2D4
zX^1_y;Yh&9+dB{CKd6a=2ZqDcH^>0^2ms@*-Wb5+9^lO};qBk12d4f$0gb$T1E@vZ
zW2i~V#0|#V{lo(TcqT@D#@G><?IX$9>~;V{AdpP=i6Cw5jr@XSj>7;1XA>tAw|L1X
zCp!)BbF^p2Iot$r7y;jZk4~T;e)G6}dE;%wJ|DNNTkHpY{DN~H#s_Qxl6F%PKSFVs
z+6MC=#Czc2B6A>aAWxaw$8X5*8R1MF_W+&e^amJ;1op>a!)~LE{ka{4x!>Fa<GywP
z&MGsU2eW<m*h4#je|~nrZ&4GUI6H2B(I+_X?}$8P-db{RnS9}@xzTdxOh2hAEbUUg
zbO^XwEsaq(T&Iyrr>bu^8*Mbcx@W^k4waut&!i+z7{X529wbL{0TGN(V*q4H9B=2q
zr#<;=$!gwZGt7I_wkmB<#*$U8xvNFq?1H-+nv>?*b-OJE#-*O5-f7l?s(zIg&Ou0>
zV)B!khPI^St?1yFnQB(1WW%$%ciIJ4jZs?-njJR^@>?jf{3#r!!dV}(1_8FTGSaZ`
zja0O)T}-+{%dzEEl_c%W-f?i<+E$QKZ=?SJ#*<CmMKkTPjTp!C-nUUO?O;-r4q_NJ
zOPQRV=2s``?UY={((mc2i^FwKTEmwMJ<Y1t=$67N)Xhzr;c=zvVO2EYX;YzT^-y|Y
zQ^ql$0t|RP%mI)fdxA6Pjr{oQ=f^F1(^<=Ad2xDr`%k5q)u!iKt3~3_k5>5Rn-pxc
zi_HzbrQnp=>K0TO=ufBsJxU{u0VMwbb_AWEXEHl^k08$zW=YJ<+i{Xt3~zKyIU}Ci
z9u3^I<O*+GAb|E~XI08v=E<bL0;e&6RmgCFfYV&9I}XOxORm+^E2r069wk_!LEOFP
z6*JyNcLfyv_za{YcCl}J6sxz<{Ps=KNP8fZ!OSVdV(pQG@0pP@e4oh3j~p<vf)tWc
zq@JLlN>mgef(*}4FlTuZ2|Pm}`xzv7I0AFz`I9nF2p;hS=X{Bt+llui9^eS$X3w7c
zZ=WFo<IFsVppM)1s+WIfmreJ^;kfO%XRk`SskJ-KG>R+bD_6QCfQ0<XDXyna@O4vH
z0qZ2CGtz~Z5hRll91F2Aa_WCgzPhjz*1Kc<4c!?8CPEX`6Ik1Gm9l!E4x~<awI|5I
z^Y@?3?l5Kn`;SK5aiyhgIHuf5`WD*DYe^H7tvxD9If5d5kuxA7INKl_jx)bO_Xzn1
zhT*o<$B1>#-~+Jq&$B)ofPR4poNdOOQ*NP6IFkx(#H|ZS1Ncf5l&BGm5hHLj!~pFW
z#OD#P0FZshxq;hjp}k1mauZLes8Mxn2u*WjQ{7kq{{UvCKTG2X9Tf>s=><JfMEO)$
z5m4Id^!;Dr)TmEewEZ5H&Xph#eQHRT5IRgfP8Na>)Dy&GImnMq^VB~V!`<WKk7jBE
zVBCBIIq=v$-*|xSwnuulwvi_z?<B+w9R0+0-yl!hEw%Tnox0C!r(I>v?O#c3w^6ko
ztzCU}LsXQM%!d?|dXLmRhLP5!C#hqpNfJ{cprn$8q@_tD6!gM@Nivlr^pHek9iYhX
z#qY}<LqnwbmCM~#bn5&sO>3Pgs4iVCDd#>$&3~Y{)$}xwR{DiKGRSElslq~2nB&at
zRncnYR_Sw>NwTUUh!;HNQ%uH5FSGWCn4wBc0OUk)7#*uC3e}U@n3i&Gy98^wNcPeX
zazgetE4oD|ZotYENKtIu$|?pp2>?lxfRqF)FW!C-J|VQ#n!8eJ9$vj`v0CWexZG|E
zziFF_sVOPIQ?9#ivfgf2Wpo47v^8&a#Golebfsz?x_9Cmkc?Q@RPQx;blWMn0=q)>
zb%{4LHfef=0__I3@f1`gvMJ3nse_@wT2cbR9BX$uJ~RFvH7_Xni>Gwvv#7h@^)`mp
z8h+Vq8dp|QDA(TXwU*j&{awPxNkGb4a;Yw<(^f)5Wc@|~;qOuHAFK`Yj{pyHPV<4s
zJ~y_m4Ps)8i}91oNyG!^DMz5zG1Px;ZuurgT<1<%Rn`+EW`!viNO@z#ZW3e-pXq##
zs_D0&?ZEmk(b9SkS|fEH-idc|$jsfa*BC&`Th8Xtk8F#pF`Ro6Cg};63%HMVL3A9X
zjCFVvAQmt{BoBQ1;$ZAXBuoRD@4}PpNSKobaAQ7lGXu1q%lt;ra3*&W54@8EMhr@k
zu<!3X$ry~lkT%9~8R)!ZLp?U@wm>%h9dI@LybbU;@yK+~K>NHrd;|v=sOK0kao+$*
zpTF8klk8<o`QLBTc?M>DM9g;_MB7h3qLv$V)%2-Q(iGx=NczkoR03z}J9i{wijlOb
zqc;kwdIa@1)P<}+R9kT+Np%#=b*X8<3YDaTGB9|6-)#H3kC1s}b`G0#_*8~`dgMOr
zbl;%<y~C(gFVA_AxzF3VK0UB^;x?Lf^^`Qzj;JK7p{CTebcFp%C`wdQ80s+sa}k<=
zdecslmT8`@c%nUOwT4(jh*>Fdx^`u5G_=4izU0A!x#9<I^{$SDIGR>^)}*mUkxbiV
z!P2yX+&H8wbtP+3eS~p4cy-$t$Y-ZcxE{IBvux&`;0~eCL)rSi;M=Wxi%Dh;#;%ru
zAx-rmN)J_ZI-a2GbkzN7S_k%}NrNDOQ^Y>Crkx}+PW^Me1Q)877-26Ze@l(9*(-6S
zpk=3*kVre3-!FtugiQ<2-3x!#I?De5t8Iqat7^2>B_^4wvr(nQ(b=rGM`|iux>;{3
zDpIcKZ3#kJPfKP=CPonWujGA?kX*~R=<PXlyWOofEhTN#wDlL)D4e)9s@tvd*6llv
z&{0rRtqrcsrx2vlHn?<!0#XUnnO}DE>!IDC-FE{t#HyKe%-KSq9D*iwN}GWW6Bvb5
zqkz~%2ZTgRSB&SQwx-+KM+vR+QPIiRQ|hx$J<4*;R*=K>oHu5w@ud7RDK4XB0Heev
zE>kjuDNF-d*OC7KvrqPbd`|M#!Ogxz{662ck1Taf{;yBz{X=Qg{JYb%6_+}C>f1%c
zrk7A^`z_v{%|mjw*3n$=_4LhY+kI1Bm37LUYiKV{`NPTnWpWFdTCbEG-_n)3Cz%=|
zvYLZbX={Z|x~{6zRatMNyHYl~t4(Fb+fv<4vg1WvPW=saO*^#pEjrt)N`d3*{{Z$y
ze%J4S--DllE?II<oLc8x*?F62)f~*bYP&_Zm-?GiTi8|mTitG!N~?9w)oE_tnkvmZ
zQ)xn}K6>L?&C;6a<x1(8dWxAJJAbsdojkVqiTLOEi|1D;FLj!ami)rjHv7(&y;s?8
zI(n+Um8~hK?bS{$&vtE#l^PqlP}Z?e^NdqezfRLtPE%5s%MIZzo09XAyskKTn{*?s
z$l-t7^1~e>hj?~*6k9eEI$gr87X{j!>xUsE#ZV|Hm=!XZwL>O#MN^c-03mb2eiMD6
z0Vro8Bb=0TkN^)6+NAyhb+(Ssoa(#XHMRcFrmeNyzr9+hu9w>SYi+%|oA=!@Skp_a
ztZ}M#+<K0NxhM`efIvAUgq_Uz!ROB_6>H?(&r9oFC#^18H=a5#T~<)(O+#qD)U{{R
zl((9y&acDkDjIL*UviCvdX6C;u|Qgq2|RIMB0)W)yqMp=a|5yc0pZV?fCLW4Gutz~
z?K$5kiJH?m$-Bj+;O0T;R&L!k#$ZCG4V5BjEQSS94sig)T-;?S;~)Y80AUL2TNl#G
z?yz(^TSQ{5$Q78$N-rvn$l&h=O_PP>Bc#5|QlGIdWSmDN2%S*K5aLr5;z9^@+nT?$
z8<o1xmRjdW*mR#TSiNf9A%D|MyLF(`boR<eFSfd?THku2lTz2!Ew+(Vw;{R^qCg!W
zl1CzOf@BQtBVu6BxsB&+djR*JW1Y;AK2GpV4b09sL$Dw6aDL)Ejo@xTIhg_ue$%qx
zthUaYK_a>-JY23^3x_H>Ig}v*GT_JjQk0>wN*m-vM8j3Kvg^j7>&&z~&Y`}JcJc~2
zNVwpPjBgf-P1jsptS3nUFe<XE7z|^W!T<#+2vU?VF<?X=%1Fis<vs>81ZRaL6Sl&0
zm>rH_i5Sd&nNmAM#0(zCI3I1Z81tOf@bSvZZglg1Nb>5oqTxkuzOL%Km3^rVD!QJM
z*JZff6s8SB6;$YP_o$hpZBDT2JzAF18&Z^jbJ8*mVx!+mK2TC;9L>w;N?=SWw`!4>
zSj8ZHqnHy++$1Ooj5q)R993;?Tk@A}#{p|XB1PtIS(vy8q!m<%B(#*n<RjRoqUwoL
zK_fYGnN(RpDH0%=Lx>cjA%)5Aef@?$+1n!>h!`AR`UgeS>y1HAYDHT%%X3Ay?>B0d
zHkx}~xV+mgRXOS{v?%pBls1x}*emOKZLo)3M_hS}`z)*$9S>2fw9W5cPzoBWVrt&j
z6;?&k8Vb6mscNekVuMWEYZ9ttzKVu@b)uc(k3~<m7F}zO9}@MN1C=%J^4mh*9M(Fq
zfXkYLSG8K&ZMIUhsYcB~LrRw^pRaMHrB#kSQ&MP0q?8m@Db}f~*sWf)uVOiivnCuk
zm^oHJR7NmemLy0C0*_vE7Db6lfGn7%nyyTuiwR0bu8dQlYg1A5BKXm%v?FiUklP^H
z=$0~hv*zxSSnClsq;Slts#T13>k(3NN-2V86RMD5K<;lTIcHmTwAi$FE$s&A-MY=y
zNGa;+8)~AColULVgSGXQ6!a?fK6;sMJeQD%7gExPQ;zj6_}1L6*ZjYtrLWbxecMeH
zWlzb|)Qg3ty{9U@Cm#%{cFOwF(}kv8S`zoC)PyXgsHB6b{{XUY;@3&E)B1my_m(Yp
ztv#meG`kCCmad`7%Rs8LSK96?p`vQ7@|t#S^)}k4*=wM<%Pzct^+EMJTdSDRe-j!m
zrpu*upGmRbZPyi5vuLhUl(k<cbEat(R?C>P)GddYsHsazLye_wqp1r~WoSRmtwUbp
zvoEO_sn&|A9+SaU^xDl{tY-l6Q=A@yk{HPwv>4=5gi|_(6Nz!m9uVz)E7Q9(QMAlt
z;OBsK0O`9*7SBdz37J*w1VF_=(azE<;UQ23_?(s64U+-^jAEvd%x+gW=rT@s+@H|+
zjpk?jK<_^7X<L@3wpTR8S+z4z%9&!bp-WQL)B~w$2yvzQOKdp8-fh$^rMMKzl(x!7
zQs<{9ALQ${1i7f2)D+r<7c$Gj*lkX*?Wo(s%{a-pTvD{HHwH^<L&^RXq_&a|8nLVS
z*q&QiOVyW=PRnU<P|zisDvH|2Nhi>yY37u*lBM-2MQLTAuD4Wy#%c{0cNj7CWP>2#
z^5rWMrrlF0vC~vYB_nepDhQQS#HIxj-~cJiY!ow9CD|1E%94_ZyHE(1v1CkS5K+rz
z3f!(6BIy%$maDAXz^i8oDnlT-^TtpC1LOniTlP%zJK>+<li-V%oUYW|^V4=Kt&>r6
z0aX_6V{2PGSNdlz`o`~bq*p`Y-l}>xt+f=D0vHsYwM9dWDw3JTC}{ZW@%gN@w=h00
z`Pr+qUZu5a-7k2(*w<*(HcEyoZC4iP^md!KzG$l0Dq^LoTFN)*{dShLJi28#l_?}C
zTsh@8#9jXYRqHKVedYzkP-$u{Ia^mmRF!<a1GFxFASjwkC~Y-0k6Ng%^}P(Rhh0^<
z_NiG5bqp_cteTGBc(>7At#$PG3uVTRmf=TI(xDI0Rxp~XT7Z>=Eh&1PLDU7I3+etO
zj+4g6ecCr2ttc%n5lzg3={J1!+5mN1i`U8X)j-Y!ppuRVB5rp85QaDyQUOc=<5gJk
zFhcf5<c3+<NhEjZrp?JxAOa?Ml7g}&0Os<5=#@11%wYmx6vCSY=980wBy11ZNg!+w
zxWE!*gU7NGRG<V&AbtFUgSPSR2GhkYn%33;l7qL^BYxoLc!Qns5yeppZM5!^tfY`~
zCnRPiBPL=DN$fbUj8QL!{u%uv`fAN7c!$~JRR)lT;HZT!aWX=4n32*<%%~lwX#<Ia
zP&~{Xw%SQ1XSowU+<2w>!x`Q(KB6)YV=xGfj&|-i^Dh(MY-6iqj?z7#`RrytAs~+8
zA)bNm+vW1F)Bpf56=3t5n|6Lp^6yaV+sjI-ZqZDX(OcSD8+zw+s9IU0pk>vCA+qbL
z>vd%g7O9%3d^GQ)=_`r6*W@S0e>pDo{L0q)4)Jhip_eMH^uto=FwLsYeM;6St#(Cf
z5pk!bWtR$rLV#5~;*_V-YLuzYpS15;Eq5MUXcnrELv(j7TVF&Jf)(=*uF+|$TU`ZV
zL**}QFyUH4L90V)SFHF(*PoBChBa7?S=O~;<Y-A2FX(Qu^*(3i<WYye1N<+e)s_i2
z4@Yy?(fiIiLdRos*w)RxblTRbE?Il2X)t)X;^d@MiHv5mR_qW&W7kMp1cA))%B~gr
z3XwEZFc_%-jg_K0b)b67FR2k4>8s<VZ0y!n+Lo$iyDckVw-fn7PAN92!s(8F61~g}
zq7ow*;YrCw`OGHD$%%e@$Ph{lV{PC8u>_JwZ_{n~t?7+Ha?;oPMxwM;KS6S{+$rm+
zYN=gQPoZo$m5_pxB?~}PZZ@)7b+s+0Ql^%)nng7oRc%95luSQYR{MdrX=$2U@4n$5
zOKh~#RO72r5R@S*T9x#GNdt<F&clDxucDg$X1dv`98ao>YsI>**!ztL{o)v`WrtMR
zm<#DBGExXKM`bE4)XPPMBX*RIQ?@ve!m2`E6$6rC$&(V8K>G+|@wOWNdXN+#0^|dS
zDC82VP%r^b0s>#Q0kMEX?1+wY)27?OuG%bXePqg>sHrUKtw71Bs&Ot=KBQf%5MHQp
z2x$&fIUb{{Lv5jM6)7#G5Rs8S8E<y|Gw~zv{i!cEx;-;!)7<RkUHa>&?iEU*q0{!u
zKDn`6YwuOHt)))V(^{!1-mZQ2P`8?Cg)Nk=#DuFsue{6Em-k<OroBu*RP&V;byUSk
zuB)l2Qk|%%sjE`Uh3B7fPOVJ(B&duMI*$DOHGCXuu5R-CPjgPQoAp*Jb@rz2-93V%
zPSk1@y-#Mm*V$bzSJrAO7O71|O$9+p*r9n%Bp{zrNm5hdoVuVb8*Qjuuf>Zs8#jeB
z#M?M<2X><+3&M&GkX=y&5xUBhPLWe7NIYTzfF0vZbW>6_*6fhAw7%UNmU$@m*As})
zlZT2H(5>GxX5re;XCKEg0;J|qk^-4rD7uGmUQ$Y6*!>iF`|<VgSIpi<bAv*1{{Z4|
zl3MFjYK~p%i!HB8ST*IQ>2cK!-7T(L>g{%#D|Kk8y_)(Onv|}V+Ny=WK&qOO7e>`X
zi1`iYAHiqC?W>jA{`sYJE0%3bW6{_9t&**cQ>$u0x>{`&6*lIVNprte(7tMFDcNA9
z+H$Adc&TbDS#ynh_+|J+&{uA3>uXl4*Ei<woT9AJclrnH0jp(F>+TDxy4#A`a-Qb4
zgJ`9qt8Sq+6zU2~N<tRfuBMkYe0lR<S@MTV>0KkGbw$Fy)65oiMY`sj-JZg_%A0kj
zp3==)YVLG2)Rit5P3n--veOJDC8wOIee&UD&ToZ)N-FSyfUqx_J_$oImUcyj{Aw?n
zgEZz5$ry(z;%1BHoD+JQAX6xGv-Zvb-8x65kXk3`=dD*>wrIR<##AKa;MhpNZ)aT7
z7Od+@7aDl^1YEyOyNF{WclKfmuxmb8+=9CUoDx7skCy!rd#nk5siy68VLfZ9xGfD7
zq<}#z6$eLPJyf)rRE0<}RW0ay1|M7cp0yw!+!UgL3XYHoOWu-`DLCt_1gSqr{vl@E
zZ<kxLl&bpbhtf$`q*kQUr1c2sr$G&(2m|;6h)9(lo+(7Y-gn>M!GYrkV;Bb!+4cOj
z42TDS{rK2Namf6KY=92owew%EuJ0$&wzp4Zq(}iQ(X`QA1OEWIRM1LDg#Q4cLn``A
z;z9aG{hj=#_^SBI_<W?)+=|d#s=3>FYT)I*p}2D&oEHrnajMk%drUKRZQ2`6o0i(n
zqPCLxOsiW=R@b>?VXNKXP%ZkKb*}NKDL!BGh|J9I`NR(7k$^_s`1*4Fl3%o{m-cb|
zIqTkDb0gtL;#*x@^+z(QHOp819ipk|H02GIdVYe^<sHhp`o*@eT&U`8ORDvH>*!sf
zuWhtDZg$-3b=3~D#SEpg)UBf#OG+asftWOU?ClC-s6(Xa<P_h>3W8FZJd>U!0TPIi
z!LZ$0GpTyLrS7h|jUSPhjhJ-;gGb6m+p+f{Ow_XM6##PDN-kNeVv!O&RX0L`RUnYy
zMG698FCV{Xx59roz7W17Z#pxc6xwo+S#uiHdDBZxq^|XPg2zu_*BX;j)6&y1d#<Fn
z)Ynzp?)E$7rr>@>s&P|qQmGt%ox~JqjtM7!=fAw|yzXZkh~uc=wddnwmA@Y!74+Qk
z<t~iYdLqF?%Plj@>g#sDYTHSwZdYwFeARVMUhXtDZAGdq*5y4xdbir!ptW6JVGP<E
zsHiKis;qI&TLNHh1Kf;E4E^RNNCWLV<)SiXwqV9#xHFUp=EQi^2vmW(#2^!tQUa@B
zsgw#*k1*n5hY^P&AQcPe&m`Wul8`Y}e<I;m&s6~d6<xbIoH$t6F~AgARScqp0VpP+
zj6f*>pqXPMJCna)PD$Q-W42;M=Z@iWXW+l#=TdTums*QaXsV07`%~zBF@L$-{{W>r
zwvk4<^=6~F)Os|w``r}-NomTJG?u<mNl8QyRn<H@k|54~i4&8NIL7;JoCxD`c@gn1
z&!%-hEICzf<_$$IlelUfE23#F%CPC0#Zg=CcPcwAD{R-)+6CA(M4G17gtv5I)ghqL
zY8w!w>e`<RbxXsxJ*_-w6=Rlg`TC@O{yfeaB-rK@%B*rqsG*7_;sjIzBys#>fRrn#
zeG%`?9kOqkG&O@xQ`Ba6Lm1nB+h(n~ZCuI5&AXOvm^xLR&heW@$*h`yk>52Ho+3~Z
zriqH7>s)!CV4>1{%H|f7wRH<-nb#V#PusejFE8Y5*ZYOGkFC{`w@=GcH`L;ZTGUCB
zNjz_d?Ca(>fY5giYq72MW}MP)Ug@-2trc35??Ggzs!g@sR4z<0Rd9Nmol8oqs2o~7
zP)LFS0P&f*^YAgtnoS?g4r$Tqy>#}gw^%h!xTt2nzQ<E%uCKP+s_#{3b%9}K<^^Ku
z-cyb_cBrXSu9dj!icy|7B%d3^pCEnwK=1B6pCc#GI=N&>Lbj27QgY*2Njnzelaf7b
zc5lT(6>ODKtgCOfA~-P&aQh|@tmOT_sNRJ7{{U^@lGeq%qWz}np0y!MCRdS5!b>4D
zZVP49U?f$V>{-eWDKHPgs+)6{n3xGirC+p9n7RXATsc!uqBUlm)vnm-^{TG*T5j(_
zdZ(pD$;~bJa}QNppQ&LhQmyv~5P;;zQlJ7j=HoBDPO#-W&N98a+ftIEl76I;2qh;S
zNHP>86yR~=IiI|fj`<}1xWSp686B^s{g~Xgt+PGynxC2#SGrqysH%REb{e~7GwEeT
zZo5HGr5&q98eR$zE*_z56s6TF2>ThES4S=Ddf%0hdUod-5;AgTrdd^R@E$rkz<>b~
zB1%anLI7k$f>0<JN@1@U*;>2l!>Kx*sn(slZnJvWwzG-&{`pQhgAh^>AfZrZw2{SE
zOT2GtxmjbJN<dr=W1S#XGS;thE92(Blia(va{A}XIz3|DvZCctO?+0Ue$8G#5vz8z
zG^QG|)->ZRI`ZKzJfftKmi-hZDNYj90`2j4&&sOZGMjCKQu7M3ow{2^?!2*Yx3go@
z^pq_ZuK|Smpj+(;Qo}S(KPXeal3EM&utu-Yy2C-&qTQ?X)%Q+RR3*o#lX|sQ+Rb$`
z6p$)t#cK=~m?2HCt+Jqy;sVH0hZonw?=tQDpXT<C<~7oSw&iWp&)vRuhT193bJW*s
z1=_~v%Ob7ndSdHB=3NPO=8&S<9cd;;Ty3~mwC)?W(2Z)X%O@8qst(e0;mT4^76Evg
zTnainKr5L95aJYykwC$Wfj~mEkkw1_?{TJjEv>g?vpp)b?(03Aj62Av=(l#fBNHbE
z;n=uu5RB4_#oKZcAct&K(uYjqeiaoG9<u)cIX(!v!^rI$S+4bU!$eitD4w8Zr4}2_
z)~c{B;Z)rt9*S$MR=R4Smz)LPmaKhfLRRWhq&B5-r=#t@PCUqsyl*jxpKhjnMErQ@
zE@|?X{{YMF7hu=47c1kIwHlp4O=F|BQzDAzO<Pc}PT#1m>Zx0eFyk!s(;+BRzNCVH
z4>FBqwx}oO=v7Xzl>+^+rLeQm64F&l?6j2iO59pj7NT*|0zmuI=?lI_5oPa20Usz5
z3nq#nkq{HHDh-U1hDkLQD1I2u2nG=Y7zi0400EErdP`fHCv0ELW3(RQHP2_B*^hGl
z@t(MlA~ylw$|mWmZk;x4p@0~r8o81w6ip=;Fcotc#!VVT_`&W^U`Fsa{IE>m!ISUW
z3`~8xNsp+=$Ob-~?-i9=OTL<|m6Z1nQ3_I;O1@U9uTL&|tUjduDS^`B99UT+q#Vas
zd0qQGd0VUbZKAbSpw+tlo93v}woCm&EcXpG)vA^Iy}gR%u};-ao4CDD#W{P?OTyr!
zx=>t0ibBC2`?B<cvfDIwIJ1P3dbqZ4+1s7T#X=L9aT1g9N>YY$A_KSp0Ou92XwHM`
zCcR6{LTTeD*N<SMla!F}IYc7RO{%U4*&rf|=bEaE8wE^-5CVaWa}>D|<S@YkWQdYF
zNg14wI{<c!6B&`hByA(ccM}^y9`WvH+l#lDI%OIwUu%6F)6P{jr1f^C(@oVq&>yL4
z$9b%_Hv56Fmi<SQOdMEjB|S=nfB**3D$IRH{@V{2kvKTX#Eq2&({h3iP%xPn2&B43
zz<`-GNL2`I4&joR2Lrft9qOo&k98Fw`YrNcli1gequwM3DZw{P*E@F!fyg3LffY#Q
z0~Eqj0AvI}Kx!?sgEIgL06~(eClS7K4kM4DFNQDLHSqb$jz{P{7pSjqHF~gVO*L(}
z(0&K2eMYW!ojq%_RiUb@c9^=`s+w_j#J<~!t7S6ci9b*Y`RoLC8<IPJzutWAV}xLW
zL_r66?smx->?a}yc+#)UJ%Q9l4CANNkWIT6LhTWbaEo;XLnbMSR5H!nl*AJ6f|RDn
z1`Yv`8;e9W^6$`DN%>1oF4>no#~6fL_SZu>S8Ym*S4DW;W}^=^2I)5`ss;`txlt3Q
zV-)BdaANH5#kW2g_=)Eg(_hliBHeFA8<u-(C|l$%g%`W+;iuK}4YKfB*LrX|m9of6
zlAsX~Rjh#dKg$!HyNUDP0(d}(F^G`^^xF|WI58*hBN@)yV8D^IM`0XoF%e9l;~2xo
zBq*_tY@1f8n8I@rB!dOwIkz!~aWRLfghv5Yo!@oMUspuk-*LDrxyyz6(o##Nkq}7k
z783CSNR#ZOl0_*KNiY%NOr<VOfg0Vt5%3evt#_lWI@Z^9<@Fu2QrW0)mbyE&?)c5k
z%YDk3x~fGw)gG9wqG`t%b+<YfTM6qDp|I2KMPs;WeL;THH)OVprk%Xp>{lc-vg1gv
zv{t`wtV1pklD3mkPT)ei6V#9u(g}gp&Q*TUepTqcS!jJ9e$srve)XiZj-S&nJ!zrS
zkJ{?ov0EvviFvAuy-Pz>ggo6M7DDI>l2y_{-;P`J2U9n!_3pRUEwJS?TCZ1XT}<6G
z-397q@3*SUq8N0xRF6@l)dt)sD@R&MN$Kf4Xm(7Vpgo$nkh^0OWfa{*cQVCpnj)}v
zrASaJgjqu_L2L=ACpZS;1Du<LIzL~nKSsNL!P6J|F?PD2yrkNsd+mzSE}s>N#vzKz
z8Aj`{YDNo|RPInJ2&i!30|y9#V4>|UsW_Z{fdT*$KHKN)Gdwwg85@#&NR0mgyTBWh
z5x;)|e23+)I;(k-_c83Q->I~-8bvm`7Vj5(N<CZR^&zTt*DTf6`lphV+1NrtpD9PE
zq7y2?@!80JT5?vqmd^6x%<YPwR57blbD>?{@peaDje2a-Jj(Ai*9w+`lXrazN?-KX
z>7>MtGJnDpAFlqO@+5+1gNvWYZ{5N@*WUa*{@2<#yC?quY5_UFV~ZbZwPEyR)F1GE
z{{RUd-)j1Y&gA!Zc}a!S!|Q*kJpRGl-Py|Tto@$(=ZjCn@^h5yK{JVy-0$vop7Xvi
zPVtg<i0&dVP6y_3Iq%yUs9UW!3!{a)DrLMA{*lrG8DtWWR_p62X|yM(NK%0ycgGd8
zN2jc*KZsPD<-s6>MQ>SZ-pha=rlPnGx0Hp21ty(2N~9|iH?ObJ_2KXEu65t8!?<Gr
zKflkYeEhBY8+~=f^wZE&Jyh`{=w%X82qYCMI$KBpo~0CwNmqU@7cBN`IGfGK=Bomd
zO|H<k+*4!`D5<YnR>NgUDU`N{7N4jOss|M6okehUwbD|lyKM@U{{WnJ^a^%}3Mv7|
z6Z`ko1cet|RLt~=P&6sX6W`CY_WMGC&tr}!_j`Q22O0JU-XXnC`SS6{%dg%ZTlm(^
z{4{fR#mf$IXw6Hgn`YCbt(6yJa;l`FsI9N06}D@YB^_XPk+oOUu9~U(c9s}utyG29
zmfNLkTKA{o$KuP8+{ff@uF)DJS3jtA7NUDie7!&Pb5q+8$}PI0&wHwQ>Z{G3-A)vm
zdvmBrL#`=Ga3uiAR~&oq{{U}%ZxbWGkOuq`b~%snlO8`JdyJkmNzFZjxGs2WvFh?k
z$w3PfHA$-N(`2B>y*uXO<s}*_vB#dEf}Ew%<4mP5P~skl)6Yq*LDNkpzcgwEg{tP)
z)HLUlnR_c6B;t9YE;ts}?2%%fwV7tc5HkkFG63>9_aVvERG?r#0dwCYJ{@)E#1&?s
zq|sGcc7-}&t7F$%tw&vOp`}2(F1Zv<G;Q{~wL{LV+p3gOnskJrysAh~2R!~Ab?3w7
zW}c+h)p~NhI-RSN)~dZZTVGpB;IuA@6|KB(HoH|rD{R~;R1#^(Qe6H#6pXL%ckwTz
z{vK;J@ASIMsIK%H!JReeuT8OQsj8%Yz`OMN%-pVarj*<5-qq9T)pZ3lK};SW#wWzC
zl=z3M&}q^(T}5f2(ah>l^7R`Q%6gio^#bg9WvgY*>d<YL?1==qQPib7ga8RvH@!6j
z_(|^G>`&BAR(r>gn462afo>pi&gKH0?j4(hlo(6HhwzoP`lsmD9*W+zdf4myB70vC
zs{<tKmBH)KFy;4PvFzQS)RFH_(c1*wuWn}-@oLif#>2k;ev$1H2Q%lt3UL|0{IeeB
zM8{#1CIFrgnf@JzaRkQm+Hy$F25}$*w|}uPJ;eR?20<qq0&L!c@*mgX_3o}q>(e{q
zZL_{UI|k$L>ros*pXcCxC%1xQ#{1@}Z@yjaML&n!DrtrZZ4PxXrAZ{MhkZsDl1#0#
za(fj8QgD0bNHMm236VJi7%>7Q@UTacHsAQB1ZTNDfr2M_;q3Yh<9u!N9f#pl=j;&Q
z-+{)%pDg%%D*76-hT|#JRtg&BnF_9<>!7$#@dd4Il9$w#NeEKfZzPnNSaJRfrf#2A
zmj3|qFDogbzP6SKQnHka)}fi|9VtRX>sA3OS4nck$DH@h-`&4#<~_#`5I)%MdmQHn
zJ@cOZpWpMx!}in;J%jh>I3IR!0qza@Rn1?dwFSLBYqq;k#uk_8l$zF*i0TeQ1#3bG
zBQ7BrgZv~Y+h?gHq=J<s!jferBuYqBfMqd}jk1zwiiNuMb+xD(3x!QGK_}BoiYzFS
zNGf4{Oss<>64@|Ma!(g1)<~`$8iLDix~2k6N)W0V@CfNKQq;r%2t#OVsHQrBC{kxT
zbl=2x_<VZjZT-2a580nTFRyU*8lh?19e$_3*!0b*4Y_pGH;Y}0+LxA4%B~k`=56$8
zbzv$kwyKJT(xn6_p(LJ_Y<CM=d<65OLFnuLwYlB7e_L(Sc53VG){fVDzP)p9g4;^v
zU22+YuT0TVy0+M5#grzv1q2vbz&JOTH(e2@xq+f}lU23!f6;AMr}ZMOHvrN_O02g^
zTaaOz^EB-xPE(-uRJgS`iAnUj`q}BvIleSBE~Vv$xYGJ}Nb9=V{a>T6`gWSVR5k@#
zsa1Wo)>_<pp~^e`b$LxQbqaB1x&=0%QPAqTUJTYZw59&WZrwuCj3d~mDgaEZX6dX5
zhiXKI11NQq6bcQ5=L3O9Cfo!>fLiN40JMD@E)74_=^bXfSAo1D+o(1x1Z3PY7lsIT
zizIZLBFV{QRy?5_w=xPGpi&3{h)`3S99}2Mjp8Hp7@QcG#>8eN?Tqaszj8;~OhgZI
z0of=Nl9M4xBoLsasSsd-AP{D7W2A$*kYN+{+ke-@M|i~h@n-mW2mb)`*T_F!)yaAH
z<EG*60O}d>@f`K*;QG5`W9%Y-B19Yx*oh`Mh<Azm9fXa~XpN?R*y0}qM&$PcIWZ%B
zvmk<T<eQk^Y;Poc_QA}=XV`G?$Gma!{o}X>JjSOv>H9pqK6uD@c@0EJ{NrJ;B4TH>
zOpFW@1RfDN?gwKe=651va8KM$MmU6dl6~Y(JWga07(Jo~48~x|0x^jl$9Tu~hm+qt
zNMteLpB=yIkDt4*nA1HyzqAA2o&NxBGDL&?{{WtMk}*DH<VF}d@Fq^tyba?3&Oq8f
zCBA(7NC}gH26mbIKmbn*tMmY3ayBDzA}|b(0QTXZ4!PUezBAW5<UPUEC>?$teL8ja
z{6`q})L(fLaz-N~-XkX?Z+Vjt`*xB$?now1+nC%Q@jOAW#z6b_-_O!OIG8y-pc9h=
z84&{qVg$^`jAn2%#CUo5{lT~G^1uLi)7gQ*^!9Z2<UO4+^2|ifgCzGRcl``T_#oiN
z1P=szbb}wCNuR$E$oq(m^Z7v71KuaT&=@8J6m8t+^Y`LFarbS$HW1&(eYg9(s6VVf
zNP9lKz$-0t!~XzMzP0}V;iG?f`5HX#AP)Qg0EZZ;97%(i1GI0E-!epf&cJb%dE@^8
zsb5-wGx(!(`B2g3W3Y|)f;OHpOquW7$Dg=6e|9`^@`(NgE%Ep?_UX`s-y!S~_+W9h
zSX#OMm9;zm@UKrCfA~oy;v4?}bu*uGeaY-L$?!oF`Aot%5#O}zCSoz1@9uD54yF0;
zzi$I@Oin=){yZtnV{?yTxB)R9-S_dw=os7JJvs;g4st$w1_NwjtI*gz!N1+UN6UX_
z%M}-RjqxOnfL1df+;+heg`Z#v-X=E2<2j6Am@+s<F`maA&wmr28)73Pf<Yet0M2p&
zFh+5($nCJ;0zYS_2La?c3~m|gf$#vwpIQe%$4q0ueV;J+hhJqm0zfci1mZxz$G^0|
z-w-%6oD5)2K{JUSJA))22QlkUPW?-Pnr2?8c%P-F8gb_pksu+om8g<Hz%qJH=Zl_`
zMc%3!`HIw2*{HxBRX2ChNR)_@3o7b;3IIq;h-?x7>i{gE8603oZMXJt`F?>Pzj}?s
zsPz!**TY}{{r>=dYScrEX=z#%TUrQGTuO=-l>;eKR1Z*4B0_?MMj*`P9X-qfrp2pL
zv-7l$fX~gTu=2VH>FBCtq>6+Q610z31E~(H>f(y4ZjH6C{{Sf7s;_ROf%4Xd5ZeHq
z!m6BgO*)zCGRy6(h%h7tz`a{TZYTOVr|50U3i@kn3hou7b#*kil`I*7(p-HI0R#9#
zBnJc310Wj)M0y6;+&@U;r?Lby&<DVCoOx~^4!d}Ku8Zd`(NPuJY19_o=~<$6Whenz
z>ZW;FN<@?ByiY_Pmm~(bw;a**cA}MPOZ^oGPzw}vX?nV`X;c6dfPh*OU@SK4Qa2;0
zrcRq)YIZ8oR_%JK(jhCRb+%JZ>IPIjCL3ifuL2xEOMu{#3W2}HMwsReI$C%d3(HMI
zVp1xR(n*Gvpc}2GNhFrY3rwh#vQ|`QIq=`8263EY1CYoMv*qEMZXHK&F#iDI>yW_v
z_a3!n8>Wr5llX0xs_{?^CZ_oE0||mvB9VlKpF}{1S!qKeK<f1*s<o~0=Du2y%4<C+
z5$IYe(?r^SkO4};TkV`|+v!ZkFp!x${+GIG_fO2X>r$yu)pH3_*<Aks3S8M#?nXT|
zkO`knPA5EDr@{Q^d<+~3kTWE~%ws%!fZ#+hA?y$S9Ak0F`G)@hc+dbk?mk%^{5KB|
z?*I`Ez&)xeDk_~*)in=3`Ti$gb#Azz2_va%Qj~WmB*c<^{DI7qfs9}cuzPoo(Go=M
z2_tf6I1*!jJN5t%IRXgb5=Y)lk=)Mlkaj<um>Y2c<N@Fq@gAX^jx&s8I%C6n`VZf~
zhqJHCz&;fhZ!?3inI?0CxW>XFM*I`+j`7<V1GJCIOyg;Uc#P+^!a>evByGQZn3L~`
z6STnglbMq#nVj(+d+a|k-^4c^gFYJ$;q3r`?bmLDjQoDF<+VlE_8)Rj+hIMkFi!-|
z35;a;z}$Pt?jXn+$%0RUBYxB3L<swL5`6GZ<9P?Z;K`G;laU57*qm_22d9R7@wjd{
z&xZb9&kBIXb_@;&%Wj_Bc@OWX`)3)LClNj*Y-U7fw~&r!xCSwtNgD~we+eQ<G43G;
zwBmcunD)fLKJnaeN%QvnqyFEQwkO-vcIo0f4nxR#hWYXU#y}_ce)0P9sHX%O#`741
z;tYu~zHyK^B!eALd+vSa3=Y$d`*s2nW)61Syb0fN;Fyo^;FB3J0ncJ1z(1aRi6Bo6
z@I7<3+lNjZ55M9b9_o)DAoz!gejWqmobBQ?=3sdOe*XZLNP<C#j@ZWlf<gO85HpcG
zh=6whc?Tfz2s441kUz#TG9ctmGBZ3F`{3Y%h%@x&W@FfZF%o!>j@S(C<^kuO{JM17
zr^Cyqw0~fHG9Rihqyi%cxqvnzWX^ZoN7^HR5@5kO@448Mw3v?`QzAHqPJH{1@b{0;
zK6q1ujlSS+JDhp%1a>EI59}XceV>Ll$579XHmK?E9A|v*)26|XF$`35fjODP_sE=g
z9m(E(xLuFs1Q<SlLN~@ij`AUq<1lB(=Z&|?krJU1JS-45i1D=GfCL?|pYWJ0?j1lj
z_jm~77{>dKI{PX|!vlc#c?fN{Prq#WR9J(6KTVFrlanzrdv`NDGOTwbK%aaQ5C(D#
z`@x8wAtxdroaBIeWAgfZ>;?hY$t3rkyqN9)1Wd>ogWCic&&S{J^2e9U=TYV07}z=w
zQ1@dVA)V=iI3x2LM*h<P`(}3o7tWvMhcdNg2jaR{mzv{KTRNOa;#LhOf4tCjw4#TT
z^Ooy<O*m6Z1ui7JC{QU}8REo|Kaqpv;D|lO<HW@F<G6nY9OdN}oA`OrdUsKC7encb
z^`ZS$_@%P{0IDq3O601uR$lHDk9@Vxu9?>o?FD5aZA~FyqyP>NPKl^jRHdN?grrO{
zrktxJgEKWKI4~lLt=%klCI-Y&UJ{+UNQOWQ#JO^8;0L0;88m*;*4;vow69C$D*`E{
zt06qzSydxbGso>Dp;)C9iRB!&Yziubi>JZ`G1L^8E5Jc78Pnor&e?Oa*VJ0?7W&&o
z&WXUyWxD4{QA1x$=So%@siUhyRSYkng>*X7R8pX*f(ei^VExGxj>i%Yea`!Djy5;q
z+f!-XVet*jZ9}B)R5yzS!mCfFisx*76*M)gqSAI7eRK4+43#wNYObZJ{o)j)sYzE!
zBkDTgGGq^IgXVLY#zbrma3VISXRFCW#Yj4AW^NzGv3k2RXN{uHnxeX`jt2sqOoECE
zMgx?l0Vd!A0#K+gs3sP*?|9o0QmM|x+m}_t0~<Jiq$tcVhn9C7&Q&2nMUWKa8@Em3
ze5F-Og<$2Va&VYq*csXc<j9-?cF8^RGroBBr>TCG_Ub8JafeV+q&U))+R|olq=|^!
z69*wcgPCw6r~!~-F$71M@8sb2$viSgeC!Fy6Cz~b{{ZY=k8?a^M?HQ%UIF3Z)Hm_k
zwND<RJvtA&;q4xqcn^i#i|qx`DQ{6x2VI1vH;Mq7di2NA6!TbStO8cGbtMZb0!hrv
zRq5r17h7kmMdE=YscuuGrmmPMeIl}q%dNsl>RNi6l^lQo;@)YOUsppdIO@VmidsQ&
zVJZGKbfF~uI4U?uF(h$Yq@}I3)FP?Ni*|=lw(^&KTE9ue^#>D5!BKUSj<hI%4D}?z
z0iE->{r+2S9v*lQ_F|(W*KB+IcED%Hp!CRl`c(%LznSnm6R{Kbn2Zhh^lhh~Swk$i
z^1v!7X$o;&DgGrCrd0{uMj#$9)n4?C!Q>mArNL3r(CyNk7DC@Z=}YUOVbnJ2R#KHi
zh*=#)CAcSv8?`0X4LMb8sAi(b9d*{6vy`P2sBm<YRH3HYsBDl_mHMd-l?5mSq=fJe
zzI{9de7rX4)64YKhhH7BpCKK$_xX8#nh>=uk_~-T0I@($zdZtFuB0tt>Yq*2l9yYi
zV63e(0YJD2$WVcpeQQlJKxUol=elFns&mm{FNMlnZk?G^jX0gq`+$Ln$>S&dKl0Lp
zoIKyr+_}0}R$Fb_h5NV8*4s-7u4bCkr|!4cK3LT>{Wx{R+Y3okthkhgl>{h`le@nX
zUjzKO<p(HrA2D>6q}J8fEk5mqF3{>K+Z|mMLsyIavc}?@7P|$Wp|_h=$qu(JzJ&yo
ztqPE&Y10?oy#;VY+Y$@7B(&FL>?x+%MN%Hz@kR}Ks~7C2%yN;_-#j23M!`e|uPYnT
z-&3^@Oz$mPwqv7QS+*a1g}~{|t7eZ0>ii>1hFh_)Q}E8aBumEb2Zx86V~Qy8s#6fU
zFz+n+(&e-9M)_gPT1yZ@>eE|Ap>-uSsSG;bTHQ@^cE3c^sj=!6E}?A{j=AX^W-o%y
zQfQuX^J?j)wf()zrHa|1?%IS<HF2-DDx$WU^QSGWC3RNXnp(e2E#04WO}6uWT>z?j
zBaX={;xCX1)8@DQtMchIqT4@(9baM>Am7T8Xbr39MZi7)H0of|`ktsQ^o2;{=bxAS
z%GUg>)CW`OEA!fV`SMTOm0Zm&1#hcCQsWN2OyxDsmbQ)7oOYI-aP2zbZ6QOXqz*KD
zdg!}#4hHaGShXzqM(8$g5cx$U8-5+wx)T@|6bia(HU`Oo)oeqUfaInElt8>)38}h6
zqTY-;kD>P(mwR1rv?SyuB`;ffvukQpLOu{-0R+N4vPX|}-dJUvod$BtH$`sjQ6sK$
z89`5>e;gkTe4ynAE;QDy<<6UTPh4xYy%wLXXy0`W*_xUv%MJeGR+g`qJDF*1R9ad6
z<4QyaN>w314qtXNiHYBN{UA;T&<^r=%zVuFf#&x(E%a8tV(TZh6}H=2E>u)sgz5WD
zJ2l~lsZ&+aW3<~tt_Er!X)1Uxr7kW9)K3^_p5Vy@Oh6d?;7ox&C&3(V79>5x1#clA
zb4z#3sT?^`N8PRC;4(@n#EM<1@@Y9!mR+);01J>Qe#t;<p8X;3jWpCfO_8~@lFaoE
z%yAtO*|Z08!dv{ets0dl&ikU>a`GjhI#=!Cy5|*mdCKr8p@24bk^cY|T*~APis`2`
zb-zhmtv7qR@0AQ{Yi-uCOxzr!qo8rhXKk0;GSHRN+v$>|I$a%2bqp18k2%ZEU0csR
zTF$iAZCTj4v1p{SF;8QpsH3;j+vut*YZ+~}DywVi3e82vsl~0zmn5u45;(+@xEl<1
z{ElQ1;~?X}o*3;OJZBzbAWz)=I5Wmk3u*zh!t>}wGe%{}OjYDao*b%G3PPL=Y~$^f
zG69SQ0~i1RL~Bow)qO{nvLkfbO7WX}Vniy6(YC_wxT4vpfz?$3O&$<F5mCa&MKc`9
zrey?3Qiz2_2<&@Dg!N|vclL=99?*p1cA1&+<Pq$DN!&@e^p=s-dgAv@r}VwC`=!>e
zsYzj=l%b~30dk_H^^~<v!$5T{=ZX-LK$27e-yH++M^1rHTg*K|x|IOh-?3Oinq>=c
zN?546I6YOQ6saotW?Ad{y*FVATbL`yQY`xvf$I#iXuDA^Y7vddcT!7`L`qYUsv(rq
zIm%)YXC^_on5Hi`B^+z;cC78hVeZCfQ4*VhM{0>tYLS2dM5b8yDb4^OV-X-xKmh^e
zhz)bSww-;%G{a81>WK}u(iH28B7T&iAxcyLq5?r6PBxtHqCOh=sjWgP1(<2eYWA<x
zo}~a-$NCyCNy_&^Ny+(ip)jG;Ryq%V{ujOt`7dzNmrX+5vHK&mSGVm9J8Dg-6@Ha9
zzSnSh>Z_gB*K(?Nt;*1#lIl|5qKH15Y@wbh{?mSL>uyu??#;{IS8EIXk4;##`tP*0
zl$FV1qVrK%dejyLs_dEvMY``o*s+&r=_{zsJAR;bRBb$`l4vNONVyG1x}4cMc@o|!
z;tia*T4v<tI4Vh?pC91aGY(N!F^obK4&m7YCOD>YlLqKF{*5!XmYjyF-Aa|!vI<8g
z2*oTM<0&TaS~VhyC{q}qsfenD1C_CaiHHG!*(q)+KiU1w?O9NpM=M2NGW9>nRadV~
zSTxn@rsle8Bzlz&(=lupm)~iiP?F=c^zDVXgegf=iJSwkJ{bNYxnF2*{{YNxNApib
zSYNm~X{EhtZ4sz!)|%UsNNvYyC@vMY_Gv4hZMR!-NThl4hSn6Il=VkZ{{ZlRKWO!{
zmme5fp1<Pjo&31ayt{Lf+QOdQtvQnIpGmb%d_~VqRWWF`T&S40Q&rt=l=M}PHA!+!
zNPU*8D5x4$d)Ahi=r8^ekL?=xdFN-tA0ugg5WX$>ZLjrRqn)*H>b*V7tz}7gy&W*U
z7j|sc-0Y#3TUC|2lk_yJe!a9aQteZ;l!C3aT~Nkq8v51PYpJ!Raj}ZHJ6egHCsJbd
zta=Hmg3A#TJz&YZasiB)Q8CqEDj=bRL>DLr6$v(LZCO^xL&nK7VxlA!6&3lWA^zVm
z!ji^V3}Wzc0Xty|a)@r2p9SFuCO#6;s%Yph+{U<9S?KN!hv;<u6K0y|>q`UEHwucz
z6ew2cl{HL?cN}pg3of9Pw(n%V2stCmEg{TB8wQNE)4gP{R^8aGs%>?5DypPa+b994
zxjM0M^nEJ#2w@dzVM-I}b*;r76!Js%fjM%y*|fJeEcA5Wh*UR2{Wi3%+ICoaq2ErK
z+pV3%zJ#{797oPoQB^Ze(qYPLbvsQhr~6mSjd^_2ZX)@m?!SlKo2GK!^;1pKRw4RV
z3v2q>t!}M{kojS!3f*YULrPm|No*0$TJb5XPR}71bI3W4XDFM3$1q^*>09S-$G`wV
zX@PaZK>{jg#8Kfng*u6l6d`M<v`xi}ZO_~H8zw^hkguCKk~xx1NrMRkjCe}rMAJ;-
zpaO}JC6aDqBqaqzN@G_*{xBS;x^jBAPSsmz+qP=Ur7oMgu)?d)t3v%1#=S~H->-ku
zeYdU5t)-<uLy2ucGMPUPzZAThtK^S3bsm&Ih(BelQ+M4ra=3kN+$|SAw>r&A8*QqE
zQ(PLapj()6N~BYdAr3B8^>wTHtF5)YB{c@Bzpm#+M^b9(>C-`Kp+YJ{OJy&qHrgsb
zRbjVXZ3XVWgt)Mfkfm|OuiBMovsCGhS!!e<k$k4q7fTY>l`<Z7+h1-q#JD<zO3=+s
ztte?hDq#WVQsEAkBN^zqCnacHt?i|bn#}GqIZe`N3CxKdq=>G~*+k?_+`^H#wK=!|
z1vS7#2bP$I&*?L8M`}Z*Zdl}>H*F5diY$|nA_R6+NOP6iLI^l?LZ+gwOu0%6oJ7fi
zzQCAD9Nzd{yk4yQ_vOm0j=I~I8~rt^;+BfQe#u@-H*~s$y3ku}(E8O<qC+aDO;<wH
zz#M%q@^7D2Je7Y?sXBeVMN5Bf+#X?9Giq{~+hVJWF0}Z!+(M9~+#U*SvjBjgps6F}
zCrIjhwujV~eOX|A6t|llYAa|Tag;uQ>QbaBE;g^FZ93boGU6~)g_t11hebIz@h7c*
zBKh6PPDx%C#);G1&gL$N(0a2{>1NeYsO{FxO{i_wYo+SOn(CHlY3gX`YU(Pfs47a^
zU1Ln4>fuhOT31BtHkUuX<QcA3>`xAyUuTt7Rh3C{6|1El6ylly4i^F!gj<ohg+WjZ
zK>`#?VWafJQygi!qcIlw(;2o7mvb1hZCg7bdqWd3T%en@muZzyRb-V12$?=vz`z1<
z40JEz=i|<YT~^vHc6~8RO?1;O-B?X4ca_~KX{xTjhx+eVSGR7r2NuWS?I6&w*QkQB
z9H?n&SUl^{TB560^UIc3jb~b#x>vc6qD8?qB`Kh#wH;4xRb4x5y01l=G*cHnL>NMn
zR^!ELQq+E~{xv`FcK#4~0q~p8o_TWPnO_sPZE?yTRqF0xTdlXt=PmUPpSx6PTP;o6
zp}VD`(aP;Tc&4-=G_F<LtEsgDS824fTUzhVCY;a4+3g=;kuU}Z54L^CfF$v`Xtl4V
zt*vK`tVCS`h@!kh*=Yvq5=4r;NLN%_l~vXRTbS#LrA;M-#t<o2SyK=W8g<RAmsRz9
zA$#2J$uQ}>%v7SR%!&-!JQ#yDD`Xc<t7H)nGggSTF~PA)QUQ!a3&diN(;qjfZFQPX
zfuvJg>Z$(#6Q=>RHB9SYDCG^om2{yADNQ=o<7gy)=&ennex!q|7k)|VoquYpJiE2t
zsP0tGQy-nN>5GP<vo}#rg$i_CY_utEh4m$eR)!5h3#Ut-vu&x?m{K$Y;Lf_OJjB#A
z0-@B<xuUBo9H#3fl~hw-H2X}vqy-VygjG}}ByJs1B*2fNFNFPbp|tje)Rv7&scjZJ
zvzn5s<3z>Ewwi=I!sv9}Fm$_Awwo-rihGie)%(9iZzu*(^N8cEV__$x^UJef=<|y;
zPBF@7>}N?e3i!Yy&tfV)A;_4N0bV00l7#><!x<=dl6U>P>05uJbleP((>VDUvc@=W
zGYw>llbC=O=yD}oG=m_EzH(>4woO!cR3c)o3ZU`tmKuNJdzYG-y%o<ES-Mg-o2!jq
zO{egR*U;rf673)6B{bEPO@<S7sjaBHQPZ-g9HF#ZnR#ve%J#Sj@7vrEObpNR{X$F#
z&R-Ndk5B4uW7{h9?b_XWq@>ce+6tQ6T~igbpE}jr`BJ8ZRXW^d<u^}POjb~}^o0Zx
z3P>0>ao9-^NEnZ~%z1;qVsWLooL=KeoV%FDF;1PgB92<ew(M<zVK|t_D{u}Jg#17v
zQWS*12MGYUC|4H^y2{eHCau`%Wv3WLzg4q2CDu*CjuA|x;1N|bnKd{^B@qLgCIRuz
zP4EnEKmrN-#`uGcz}Ox-3Hvnp3Ck~t--w#s1I?=~exTCS{I}G)jk|pX-sfacy4$Xr
zc8-nus_R8f6>@2tX6aUaG*lrDR4SM`)__vJeD5M4Mo+kjfq*2$<nP;zpUO^i^E;6G
zv3lc_y0*7Q>Xq87EN)$>sV$YxJ87?SmHMhDDQ@&P8YdZf>N;1)T`HD`Y1(m>p=b)@
z@Fxfy1i_FDWVitV0Ko5z2asS#?hp#qW?Q{^7WK4qj>z?9$4#@IYN+y6FaQ-!VjyKx
z;U1<;qF^3?INs*}0K#?n2KZI@W8^;|`M=5C7QHXbolngQK383;>vd+a)O9yq9Yv#c
zrl+W=r>4Iu^KPVdi|rk~b&fH3vj$wbsTPetTE)WiS8MpZCm6{%&*$P|asb8-<}u!1
z+b!{r@mJ5bc}JnS&&|56b<28os;`=VOV!x4?X7m*VWwMl)c&M-{XJ;2qPD5~9;QvP
zipud@b#vCfF1Dp@KSk5QqKuUc%;GcdLHFz=OanO2^bbXoSekbTbyo$*v7V~jK;}3m
z-?gfd8-N_8<@RGFbWD*%#36`01~GA5zbMK=I!W6}XF~D%D}Eios<QmfGLb?LF>)1S
zfs;8*201`P2c~PZU$fhjdTNK4Y39Yo-AQoNdaAnTNolLAU_84`qS0MZXmzSTRiK8Q
ztgoZ0ap&0zQke}hT>2eB-!5VDn?Un-PrYH*whMjDwINEPuUie9jjpJ-(u$fIu#o#I
zPR=#z2A)K=;#3HYK==aH)HiNJTD0R84KBM#UT^djl;LRg*+tUvU4N%^w2+mhms50G
zXj;mG-DTjILJ&^;QavOIlK^+l2|h^4iR~sf<B+u`PH`PXxSpu><9F<4of18C)m0^0
zvq57PJR6v%D5jre1Wo{46#Pao@o|_(qHT6@=eA<dDhR6G!vqDv1cfmbT|yLG3W2yB
z-0m<D5fLr`07HZTK4y96$_w`;d53z@cczJEo}t>CHF^_JDehKxoGYWKVQ;jBI-ts%
zL;VHhw(wJav!rz$spJ>Oy~C0Gu(I;e-dM4!>8uXkoS?dmUhRp}i^b-?^tPU)I%e{P
zC7P>);1pCf>LaE?R29|GAC2BXubkYq8iP+!rR{N{lKsNkkhU9k>1I+-;<j|H{)7b(
zmTTErd9{})jXPn*RD>Q8Xw3(!d4Z{@G>(+9+^+Y!`nIW4Nkv0ZQtdHaLsZT`R@*J9
zY%xmX==ql&=?%;(6jBdTT9bChu2^WA??tnPAs0;ZXe#k`MQ-(~3lS+HRkMc5rh}%c
ztZ)%f5#uw2gN#wgU@aTxR6QRx0mSx^&bqgz=Azs|wR(h1Jkj1nNIYQe%uuqNjFn=c
z!Tfs@@fELVAh$r|I%QD6ZoYgb^GD(;`SDYG*GH3jvrcH<bk}JrJx1-?!>Zl1T5WbK
zZ5_6e>KoNX4XTCUn`1SvwEL8Pf~snmZWQ9FRC-16oym&_G&xm!)b~n?`fIl<G_JMP
zmIFxRDP{K<vo~?Aq^(1&xLjf6S!uuxskNa%kVznok>zHHpte<~QeL%wjnn5$u*F@v
z%T<50KUZAoqxGqpOH8?PV4=30^xmc|RzA&IO&x6tR@2NLZTwbqtKth!=p9DIdt9mi
z04I9Vy6d0?O^%CHt5!6{-raC_<*L(iyQ+<qyJcbWYZ|02Dc+>E+^eO!O3b@WeczB?
ztfLcbNI?=YgJhF>=uGW`33gJVo0mjTuNF=ug4D!Je$p5NoX0STe^+%4-jnGjkZO&I
zc<L<XzaxC3cHWZ9wTXyw(mLRgd*4src6c=!wT)nF$=hk})<soG2?fo{Nfg_aGx8rN
z2l6s|m^%VJfshP|5C;U1bDV;4p2KaYY>7Vc#50Y~`|X?%Bd|TTJ|KcPJkEa54g>%&
zcJJG~><{!3zkuJXZw-TQE}rfD{DPwdh>`F7AbFYmyU5ynjy|TjSIq86^A_)DvQl#s
zM_j0DsH$73wb^w|t^370DYeuswuKcHTbBk)E~TWcVTAfg3Q<y0l`MR+1gXM$616L(
zYauC8p(sgl#X>~%p$Ssfq9F+dN`!?TKK}r}XYcHV_zb>$JN!C)KvZ&<Qc`nURr0$^
z>Ra9Rr(0@zO4@tv=D~BN)XdY_>8qKvTPf}?-QA~MD^~vio1~<*+o;*9ZBJj<dgotA
zWFZd|2)v`IR<9E8gklCc7Rsb&ZV+aF<D#<39TbXY$q5!f6;Uu1L=sSVN<DYzsp&4a
zqk`9ar%))(TQ{TYJ}TuDGvD#;7#8MG9l<7dEtsz0jULE|wtT8+F6fLCGVRh8RWHnc
z#t*{hB(!HHb+0k>hLKL4)fTF~KTwLAOV#<>N{_|$Ri@Qk*|t|)s;%hiV&?m)6x7W6
zWuQ?BOb$5iHYWt_ncEQ)2POn&PIuq$k1lod8mFGT`sAB>h2}X|rFp5TEEWwaDQ)g9
zp3A1Mg{uWU%JOKFcf3|oriqHGs`|RI^LG`$Qkr^dQ%gffpb~rLaDO4b`RsGK1PmP5
zx?LA=#oDNr<d;0dx6T4dn(91u`9|@sn6Vbj&a=`LLY*U#W0@qx=%!^v6Hwuitz*)v
z{?gq;)b!>wmc}lhz{kKfgO`ac91Xrl_cJMp#bl+(#@%x1iOS)twhc(_L#FM>F$1_o
zJQOM-b~yz8Lo#xEjid;PoSEXWr*F3nEvPJ7mejV<b<@|IW%k^+kXF-m)|%RS`ZYS(
zQcBxJMLR`p^{1&Iq!A%Ph#(F6ryep7upiEI1diNo=P3RPxwXz+5pUP}YU!dawmYM@
z7H#R&S8LTRZArD))Z1!QmTkIv?Ajaox;NQvPShZ)(<G!|@wU#)!a^}KnfI+&uw6iA
zDm*q4RYlWKdp<B>Ih08?L`ncTAr2$34OE(YVqf}!aFQ!c;3e)WjybT-m9!#U$E@2&
zx@efmaS77|6K?IxG6KSI;azk}U$$a^=M5q8Bk^_de|V<&Y2|+|bbhbayw<ngbj<~i
zO4_Tf_v^JQmTLODz-qrx>m=B1t<%}5ZWUE^)uNh`mYJuWb=JZ`81tP!vq$5j;oFwC
zzHjrh;m=s|_m=u@vdM3~>YLTaNxMryRj95F+HC1vCA(18+}v)m<n=ul%rQjmH8n*|
zGj&d~s;Y42NcaWTdQ;$Q_LOo@R(wQV>8v_Sl=`~nt#x{}Qfe(jLqkcZId^=dv)q`X
z)5hO@xKq<s>I*e^LsZo*w5G%L_G`rzJw>9oy&tv*_QCuP{961Ab1#uRh33Aoyz>K8
zU-?UQr?WrHoq48hm&<jdR#`P&^3`*>-tCsE1U08uK$mKotM%#XwFRn)Ry18G#XaSk
zu+L;Idz#&dux$1#S=SLFBqb);#>lLSBz*Bi6>-~JE)56?#}yX{^V2XUMFCUg6JWmW
zR=+h)^0>%`s!iN8w;iyn>ut(+5}a<~R$%=^q$2rcDtv`oyahqoPEIjg4a8#!M;{#>
z<G3e$7{Tx$kPdg-JMrDGg8u;84P9Q=uC;SdQS#eHRnpt^{Vk@l?%=Vpdi2fJ6_u`5
zUGIsb7YabSU}@S2r&?+h>X=*ro)Sz6f=7`%m_8<PoNtqW2M8HEm?Qv5%*JFNAQ%U+
zAY@71ubUDQ{)rg5bbzN!c$q#TWKqi#8D{FNC<2)vmB2PlC5T`UF#rTOPEwe=K85SW
z<Dl0<leXtBMk+uPPUE#7tg>*oDotBIN;I-XZY5Y0igO^d==D-C3QkHqKy+1ABlNHK
zit`_r`tsq*hBQ8{)0(l{B|fw_daXBkp}kYmrsnRJ{5hBEt<Tic1*udO?j<4BDhkN~
zDjaiONSsDvVL1XY2+rQw_TxMJF=!n-%?^3!Ef1?0a;r|>>Mx7A)3sGoLghnNy)%2f
zG{S1>meor>wN1U2`k8SKkfkLH1x7j*@n`Ux$i7^1FIH=v4W!=F`ioD!rp+}_)S8~=
z-9uMBPiL~#H0>?s@o}eGmrrqZVNJB!kWdICrBkc0pSJYLds9r*G{fg_N{}&n4cZwD
z%*{PbA$D<eiPHdhWlO?~b-8F1f+AtaRo8N9uBrN3$Lk-Zn`G>3dKLul4RFAoPGu<(
zEs0^kI(k@E;STu+Ml>QU*5iLB!?Z{!;Dst=0*!I<dq<g%=19T(gba5B8z1nIrnKg<
z_=e@ioYi*f8^wmcs{X3mWyyx>sB4!)r0>@n7Ak3;N}GA5SJKj-O~k1RPzfngev_^M
z0f^pCXTOc{-edIQdfRll*=y-;mV1qLrsqcIt4DFRRljepqjaR8xlLC}<4@DM(xoJ=
zrKMdYfJh{9W=yhLN+MP{vy(D%{x$O^?+7LXHC@wHP)W%|rYV5PC~~SCCMmLCvS1tt
za)pUJ!qvU(+n!b_IoQi`>9?n(;T8mi8I~~e?BpIrEDNTp0-TF>>a;j2nu%~MJjBjS
zlzVgWoyopYX@7^UX{j{VF0?k7)E1ZYxVBw1{+P2_Yr?CwU6R>ZPAV;wbgsIG?bWr2
zaV{4FhzF_w>KZ?wzi1yjxqqVUIu6@v<@L(RrtNgLn^U)~KXa<NF-t~;A)soR)D*2L
z#f5_E(@cW0kfG3}I9HK%55d>QCau#UdaIh$dY0evt=InmMlbxz*LRnSnLw#!zmd4v
zs%;-Q(y)Y@&Xhg}OQJfs=Ar)V!I6_Y6Q0sDlRfdpMW=S<w<&JCgO!|&)B`Y?Jb{%H
zxNu0}cGVW>A_C<@DZ+7P=|YGIBymwvfDQ~M?Qco_QPn$3R3SA6&(qtp(WM)b#X{Ld
zp%ILWUgqvucam@4oFdyM)XE@P*oNmJ$=chMvool2aim1=T}`NIwYB>1sqX7ly7zy$
z+^;u>8f(_K)LbqVPu4uTc2IqGeRp3yT}99cE-A&WWbu(XdGOE9u54QCZ+y4Wj_S)r
zzNs`-cPcxrmV$|zrBkM*O$TpR8)8<r+fYl2Z><S*`W=3#Q)$4a59_?Z7#jjX!4Uux
z5yw%!27V@aNy)BV>P;`q4Nm@-yH)FI%l!pIR!u{5O+~t@$6%mB3-$|L#n#r%O|qp)
zX~d>JV68t&j~m_VDLHQ2YCE-I!dgMPtsA$FO`E5M2Et%W<|{@jB;e&mFbo1_04Q!D
z!U7@Ax(8@!_NZ#3XkB5xO=a6MZ6;)-Zg(?~&__I~X$z+5Ei-Voc^HDP+==+qbdk)e
zf+Zk|hAB<YK45a&Tk@{`{TSEQ7xeA*RBc=nLiJ4rXQ@X}<IS^B-A%HtwvFc8TMr<5
zRSE%ZDJlazSp`H!NFS_?$?*bbxR4-68>8`^&g}!vPHE9<4IAm|8#OkRptaOqp0?Lm
z>#D9SRoxy?{{TCrq^)&^7^tLAt5-~3aY-!)eqEN^8jdJ!buD#LT>f3)oYLIT8p=T{
zQYxDTg>?`^ZK)_(kR+b2jK#G2N=gPP{KGEplyuECpD`3xZY`HKc$4HfI*X-^hnA_#
zp)-RBhz)5vt#8_vrlQ^!?T<VcMWYWk<%|URUow*kNaVzvry(I4gJ}1_A|@wmWZf3)
z@Ct~gQWyfLy^I*1-otFf3<w06B$77ZBz?|jcp1s;d}qj!o;sQEQ}DUUo@sLHQR;qY
zX@_+U(vMfaXQN@gL4LPW(OVH^v)0p>zoVCG1S+Pcrn;$U6%Q9fEwryqEx3ZcZTQvY
zCW++NHm#a#K--?RSgv{|)2L0o+l771)7MnqwH30VD5<&B)>V`#t4%wJZO7c{^$AHS
zPy+zRP@v>52i8gmNfudwRx+!q-MM4VEy$XR6(x%7?gYS90|Iubkit^{8}UTeO~dHR
zs20|T+xq<eLex^txYl5cIOcLvO5BaYNyC=yReH%tWMc@KlxS{YP?vJDWl=FQTc`=@
zFMiS37?b2=W2$6rgA?2yJ;#zyoWO~LBNH>Zf-BUzcHsL-si+NGD3!fs$<)%f5|FP=
z3L)p!?9*y0F_=&$f9G`dmOet9-z(BFTVC02ftLsNsp$H;-{@GBIQqIuN%~J4-hWrO
zr|R}sJA4OkZ}0s-uCK09^CO$QuB^G-d1a^{(!Y!~O3l`_>I*ehx~ZBKKJ6#2FV^b%
zHF^f6{{T<XWlj%SNhF2A+Fng-`i_5mLGrf8&aFVlG!;uxe))QPjgr|zru`<YH!Gz@
ztkGKOZM2mwT%EVlhg@9}!>glWoREhWPJ&!6)%QmWm9;B$3^vf|OD*8SSz!>;5|E+*
zN<n}VCp>xEE|)tcbv4q@a;~)8=$tOm+%1)F(AUy9P^1@Ws_9&6p@%vYr1iAuBq)Ml
zs&%QGYC1_NM-7><WpF-?c*VWIMlJizs*V{b$rVBA6Dz?gBr!|CRmvifc|{V2F=|-a
zv2<GREf~3J%a(ghU@oXDf=^8rxMclOm}?n6(sk=IKq}=(QYiU!R8yX#1qxS+_N5A;
zz}fC^#+NO5ZKr-6HNERj=v^J9?zYA0Ms0OkcTZaEl_^DDs<GPYX@mCqYIk03>t$VH
zUPJCX>L;wONGjum#tdcwlfST;%uY=I06a)HwxQ;SGIebS;aaPhdgoJH0-Imq+Jjc#
z?=(GaC@qzIrOx3~Pt?+YTWa*B1SF%Ro-BZT<_;!KCJY&qw_ptIiQ^NewzQ?A2)tyx
z!KU3UB)ihOFt|4<1zWU4jfyT#qMRf<brr@ypk>SjFHs%S(q~uf{cF?+>#oVMQPcQ_
zHmr04u;~&tF?RW+l*8qvRU}hp%|TU=l4{E$Q>-a4NKT-Dl!V#e{7wEPzX><P%KGoa
zzEoC)okOHWU(0$vzo>13{%%rRC0>!F^=IfU^?;r=j7S5>_S<Q|nH|sgcJI*m@c3%{
z5Y+zwOzMrt<a)mX{)p=T0AJ>QSRa!Qn;Eu1bb2Aro-D+xtDyC9!_HV~`VCvmu3qU|
znNhZCZF8jb{m8cJno*#<-)JrMVGkuiZL8(#TnTX}sRyNC$j%<ZyRP|$*AuJK+#7u;
zlDAox3~ZAVJ4crFM}P&9aHu&J<!*q2h;Sw*SO7x;TyI{H+9{$IJf@dJ=r*Y*sZQ@j
zB$-?s>!#PZQigmEE#|OhRZC(ypLC}tq@0%<SrRyMLa-AMe+Hl$$<L7;z08=2CQ5zx
z_aJbj5B?_vPv}4-_JO~Xyz$&Va{L&4Jn61b^A}O+-4{`4ziE9Bsx<|&=rvBPt5C19
zS!*sd-nA{l`B!g!F1t*Y)Y+v<Ru)p8oJS6~+q7<A{z7BKoyjIWv({Dj4}G+H@*N2T
z6Jq3zS0sup(Ns=!!BUwpZt2+!Ll--k<v0ik2>>u7TkGGWwe#rdHv<KHNLw;4ZWyJd
zm@R9*l6=&NAm~}Di<8O2!z`PUDgZnww^b7m<q|Ao0g70&2VpV{jj$p}?H=YN4EGQ5
z5>H@Ao#XB^z78|kkYXQrJ<h{zqw^6Y$?qM@oy?!hAV|mQC+``|ak^Ct)5~p#u5vi{
zkI+;=kM0<r<nO<6xjpbs<R%E%oz8GJI~)Kf6CMQd4##*Ifsv4V_K5ux9>j#>+?)d#
z&Pl)>x6bFZ%j@f}&YSJir^~00kB`3rQAja6V{Q8pk8Z+F2Ly~nKoPb~Pkdqsf@gj5
zIE2jX1Wq@>?f?Y-qsBMk%qShdo?;KY?HgmX$TQ#@=YNL49(#K~bv(SfhfD`d2bZ)5
z<T$I7NohSruC*1jN@+V|*PTOod35&MZ9BB>IaKR3?^QaKyHxExJ85l(9(`^+^KGTJ
z)S|c%##h(h44m}khMjv>Yn=yCWYg5Eq-Lh(FPdWN)jO51w@XZy+Opp66%6{-F1FGO
zjHCsvDN#>U@V*%J_MPQ_JhUdb)sMMLr>vD1#N6sxq<*!^cCNZ&_h)6~QqnZ-Q{IhD
z#g_<WrMLoApoMgi$3lKAzAX6}%x*^N%?+WoW7>mJY6o=Krl$UlYI|#R?b~%dp7B)U
zm3NypzMU#fHNC_Hw&RLgoasnVQ6jRru4~dZ^S2?Pt<LhdWP7{4<-58`&tdHnOE!7@
zakAuQ)3UN6PJfLieDg9nE&{sGN%WsV?!5=qEAIQ%FIDwI*Y%s!t1H%PS~J!j>$Rih
zApZcwQmh<K%y-1=hjAa`hi&+KKM63YOkv~n_{{r_wlTl`{l+*zp5(z9h~ESWjihfd
zc0TAGjOIy@GIu0+{wXssF`bVDkaO%a_S*#KawHSlbH$n-ILA*A0rK<u{al&npB#I-
z2kYC+epL}8u^<eAzw3$Z?c!&N`WvOj*uPSOwx*FvGNiKV(1rE|O%hvh0+2{rRS+a~
z1jRTXxSUL5$cU0g`w~Q8gqY#ZHZhZ(=0pv#{{Wun8^;k%yuKeT$KAJ|uy?E7I>c8)
zdWy|KcuaJfpn*kR69Eb$rkx{U3J7TpOaN3ql8;o|v|Zc(061>db~=S^Pj*0Zlqkfd
zH7Qb3giHYAwMBg-C^iUE1%yw0j^G3QqilFGP6YPg11f+bAn)3H=Ojdd-1ay!1C9Rx
zR)0@Qc#qeY$Isc<&aW!n5q+gWewCIkw6WBe?QW*0sBS-T2zg3Y$J1@prBa@w^mSTp
zHsecEZlP_sg9<~5QXE0X6qQ1OgAhRaPTlyJrMO%uSL#t#)Y7b}B${{JXefdS3kXtD
zu>b;<0tgU9V~d@wX;n~!vwXK(udJu(3aMcX)*&G5-BT!rj1m;TMN3xwXQ^FHyu7#H
zKHP7QZ^sl2<F0+)ILEXDs1Dse`m=F~oCDqu_he=>KK;0R006*@ZzpZH+CNf35O}>!
zE{nR!rmU{hwJH!AtwF7z>WS$?=}~#GatoCXfFgQSK=mamv{mJ%%k*fcyiyrbDs6QL
zt4i<+Kx`25l>|y#Lee0PvI<I@eSdg#`tTZn5FPXP`vW^<ecr+L?^dsTng0NBjD5(H
zoI&$E24gTtI1-VFj6s8evCh%HB6*kT+$}uIth$-%ZT8mM#Lfy95~1Ko8)G2E1d?&*
zZT6EB9a%UacgWi_)AVC~v5frp>5m=!C;&b_&kT8I$b1KEd;F<_I|3pM36nDl8%g#X
z=WOu){ii$QZ0=<HoydX)Oa#n!1c=!AgPAY}BPJxD0(yquTXKCA^fb=YI-&qeXe0?H
zRN~Abv;YjLYDz?8=MnXezF!UfzTw{$K3;x8Jv{vP{k?aoJb5Gx=3r)XoDV&>85}tO
z0MAr?#>egS@t1AdCevkU7adbuPOneu6rDvB!Cy%TS;MtzN~9K>NJ5DKg`#+$Ji^lr
zl7{VXsR$(qD59iF3KN8srB5WKBmh#9l#n104mf>aN2gAkhh6>NK6D+rc>4r=v(P>N
z03VH0Ipsg)V_Nw9QMjF_<S6of-Mh@>af)zo4*kf<>?dG%2gwj1&l&TZdP?<q=AN^v
zreU_Im2^q@+NY4kJU2&7g{T-?s!9}vrD{ViB|Rz%g+Msy*)+wh&EEd2gUKhVipJP>
zNRFf`xx%JL)B;qM239_y)Cf^-5zi$Z@Eo#r*fuFg#0PQk9-9bb9c&$3{{Tw*oEhKv
zLcIq8jO}ts4mZyK053lZvPb57$nTJRoK7Uh;7OU{scy1e?xro)`kIhQNO28>um~^`
zs)h7Zpn@QUxC|vk;WC?$>U$NrQ()6HiCSQ$s_?ffUcdmU40^;cvXDtE)PM;fB_ew1
z7Y$*kZbbUmC)sS012l)_8iFA~UV%d086=06>DYZxo}bV^K;tF&dH8H1J9XSVabEA>
z829}AGoRa4L8FsJ_39hVzRn}4(<Q-Ma3VU4Q!soG0^3``C11j+NL*hvqAe<#N(+vm
zc`^IS=l)WRkN_pLA(XhW5}@5hGLs4esHlAwGL}@ODN0h5r4mZJl4O%JzGR%4Gu~nF
zW+q^OH;^(6L`HVsJ>oOALtw}T`5!I4f%lF+K@OXUbPpc8W83e@=YFAAtwy-I^sS3i
zG!`mlAM{q*Mw(K${{TqhkVsi7BrTLOV-c10TD4Wxm5zFql~pxv2_B_G?mVzCASuG4
z2k?jn001Na6B1`W&^#TxW@jM4J+Z@{;N+PzCpp`&-y8Qb3E`h_mfL^_P4?;Iuyh`o
zroo(S0e~M5EyQ|{=<A(_G)eR3GoQTe1c8&7i~x8<?GuUIh@H%0J7Pih9f?0^AK)Z{
zOl%Ad<8VxY!k_o=u$+SeF*uBQIlu%%AB*N5AG63azWe7p;&HdPZTIW9yKg*o_tZuN
zdlCjg%y$HLB1f>8nLISOw$zs!TF|tp6gYxXv?&l$q^UnrRFec0kVFISAU^Q`cOw&l
z-bZn_ZxJDhl6(otf=M0Ya#TU?H}4NFqmBIc$Pbu@k5LbRjWLb0^T_yyJbM1Uz&tA{
z*m;0d(6;JE(^p91eIr<=!-@zXeKm~q{{6VYaUi*ZN*z%u9{0@##alm$X?L4_hmu_s
zVdSj~OcH)g=_7JSpz6AW6s5pnzA-5{l1Y#V1dQZlNswg6V}ZqX$*Asj2aA+XA3<vc
z>PKZ%??eoyM?;<+Y^BU5NkQl=@4sB_<^#80nH{`9cgI?cc!o3W>5&qS`}Ok2_tD*H
z)*W%D+gmQSqK6uFDnp1+fS|M<l_1VaNC&)c9z^Ux82seS493PHHy$&b+LyG>zF{r6
zK0@-A{*&~ktpy@}g_NZgtOJtS0cZe_mPrdZ&i$q?mKP7qx9ZZU!!@jerWY~Nm68c%
z#Yg%#22A>DT2nkoZGjx%HtU^-7}z>^Zas0(1VVxC5XJyA_uz5U;yLzJzDV4Rk+|&=
za$`Ou?mQF0*iJVXAe@3gRBhY9$@9bn$&AT41dkKj+)n-RBye}%>Viyf?<9dUw0Dp|
z@$=w5!1K;S?1%66bnvDJ00HdC55sRC4`_$HcL<3)0fD~6!Jp8`jiil_U`ftr`#a=_
zk&Iv*#_$f)#4|fa{e&2gv=9A+%mL?wNhdQfV<briCkFyNp5P71-~-d3Z}IToarb*V
zjy9?C0mn}d4w&1oT;O)cjYsZx8v`Blj7HP6gMsAm0x|~D42;jVPH=Z8#!g}%?Ebm$
z2fy6neaxM>UCw-DerISo{PGX$9d{gOZ@U508~cOEYBu){-98;N;lEFiW}?W*&d@;z
z9`a^n_r^p_@OL{85Do<9HzF~JAmShbI7FV)+!_A>0Dp==z#Dhp5a3LLNy+m7_>H#k
z2=GL4JwQin^!v-ceZC?%-kXjG+5Ycdfwulx4uRIA84=vTgTG*W6FXxQk(rg%xbw7~
z!7?-3$N(Iikge2+5_f~+&e7*H-!VH51KelrAxCc#e3KpEcfn`cJ#pe4G1nh{H`oS&
z<?_zmG3UQuf4-k>#E$S!e2;zLLF(*wl23vOCx6!;ko)Ixnc@&~0Eycf9l-wp>}1bi
zI5Ykro%@__PGU@)c8u`>*B*HA^T71+_5kNTRXh3k=gS_>oBqm(nTavvWXLBFaf3V0
znFlb58yJBG4EM?02~qdozj=fo5<Se~0RndrNjStA6Tz7v&v}_X#t(A@L5$#Sg3dng
z+wb{fef%mhwl=_dXFlJqyZbkaM4xz=lav1dP}~g2k&K3Mv=Rp9apF&S{dST8;u)Ui
z43XfB$s#?bGB?J0cycFlJ9o(PNslKYW46bK><@33%jgE5KbCRRuZWMdGxrTSK13W1
z!8sU{krHAE{UmUS7?C+U;s!@?B*61Cw2_F}X~&h)%TBzo3W!1!;(`<WN`y(k$s`#2
zaZ>yxZ2ti1LaLgCbv4w5s6SE~baf%bQ?OQ4i6g33j+isFaPr39-z?w<+!_7!@eaOu
z_y>?@r<ezqLB&$B+v<=8{^Wrt{AOb@iS=oxo>xN+IO_UJx*KgvUrI()Qjkm{2_)bG
zB<G3$09w;dm};5Y*ScW4R^Vlnx|bw4+YJ(@8gVf#zUNSqkT)U+ZxyZrhMY|!KBCr&
zdNih$v=;|Ui5{FdP_PM77PY2G$ece=`@{FsJ75F!W7s=*dxOA3YV{VCvPaL<)6gU-
zuCy(Fy-%j%WiGc%Pt;b7fVpuhPD+Lk2)${hNexrIT=!4<T9-W*5b|8=ON}teDsiQz
zCAZcH1c@Y`GH=88EiL@u=KhW4)zZ4Q*=^KM-TrpA+vp~_ntM*4yI)-SQ&i1OICa5m
z^pag+)FdpQNkjq1fB9GNEAacGIbo=8s?xUIXI(>lVx6judu7vlo~W|#;Y_@bTBgj~
zXiuqdTdjHwG?v3&nM<GP1z&$^y}hT)wq+uV=dw=HZs7)P69SY_aOGBsobFT*O+2dI
zVBx`x08EZDT=h?*{{W&+p!z{Zxw#=E;H~>jl=7CtskvoVU0(bnIM?9K2)1N9wMZyR
zu`%43$sj>k08DNLIDTv%yVkmr+inUrLe{h~M3GF|3!|mP0@OHAvL#4T)(%W<#W0+W
z!2UzNJ7Wg}A~8Ge*T=?+(b^B4R-0CduvzrYy1SS5TeWSf!$D1Kpl;^<^Hb5d@+m10
z)jLi-M?*xV^dSjYAw)@&q<vG8P6(5ciOJkxn8y2d&l|P9G>ydx88+P&P)1Fu9VUXp
zQB^QgA;57aN+JSL43tC+7!d1JmZw;6w7*a;y+4zD(n<ZPF5)4}_5i6_x={d3z_JBc
zq*R4DPF#^t1Cabg9OE?@+(ZClaoA+U%n$8;d&uH)g5_CjeKiy{D`Cx*(flhwkWlMp
zP~sLO6u6ZF48SqOkGI&FARgHVXwTfpGZ^7`@E{U=ksAOvfCk6O7~?g#=iTh+81wjJ
z<Q1ZO{Co$X^!MX^v7eo0&RO$4y$7xAn)202M`+b{Cm(i#u}rS2#{0E&kK5|gake(&
zZzZ~lD%!@DsyEp!6^Bx<-IOag^S9#Lojlgi*DV#O?HUn{BX@e<^;OGBTW>+?k!-kA
z-6+uQU4EguHo^I-HXeBfjfv?I(>!S=24fjG><-|OCUXWP@9i}!ZQ{Pt=cz>ckQ7Q?
zWc_sSCPbn37cIDzL=sXIF$FOv1oqj0l9OdJ{wbrWNbXN!e5zt)+j15&gn4EWz;c&4
z)lVUUC}B8Y!Xh>my{j6JYT8rQCAWCZL)rI0J@ta#WaJW$mG34gM!)T8@Cl9EW06IZ
zp((?h*)-8ph=c;wK5@91CI}G#90Gf8Cu~H4lB9wE09ZNRVh@p-C$WeeU5Yw-_GMA0
z?hD+(cGB|6Jw&8__KtdU^r^D7V-dw7<z%?p`d3uPQwz&=j4VG$=mZ%>LL~-Df_ha3
zK?F`X&i(%1udcmzs`LYHy>Yl>$UXgPlO$$la$|Y!2pRo1?ZZ33F*xmk?sGT;zj*Bj
zW_}a-9b@PJ05a|xH&NX#_KQ`sNnEuv^%gbIw{Ue-cUv8;s&qMDM_*2aIOXImYBbI$
z27*USk~43`_rgYk_<qn<J!_<O9;vTQcB-S(w+ek#U1X_kma8pyYUZj~dfR5R7StZL
zCY+_jI+>_KWh#QLHSPCqu(}#r4qPr-m!(L^rdG-szv0Mpq*J&LutOZFm_RTf87LS)
zL@M%w^mf$ii%90RzA`pBTMpk*;!oWvD%B|=><hL*;;2R&@XIEGu2TaT1g0<*LncFk
z1Z$r?KunKfPW|RbZp4oeM9lEUN>U_~000S5ID~|VlhwBJNSW{UKmP!OxA0-`mGKww
zY0gb!&n`vslbjmGUlBL0Cr@<N`eRS(o5h<)T6ufQZ9!$GvsYEqzjD*`^>^E*p>g_~
zZB-e$wkoI{Th!vRoy`ONygv;bi}-!`(9oJ&kvzH5T(;9y-wwJHQrvXjjJHu)?G$>M
zdgGbeeaht9?d`ONZWVSdIj7yJexNS4sc~N8>s>-u!ri=^+*kAcKSDk8SL_Pt=8#{K
zEYvGhkX23;$fsy1m=+Kx5@1tsltje?{hoJwE{hb-q0=&jDY$;Y$^a(V002i|4D}pr
z84v*-hhDx6IUii!jG|7Sw6%5Cnx2#K+rLVwX=<o#<hE$&AE~Z(ofPcTwzk|`Yjv>g
zQ_d6zLQqqdJ|#5gKe;!{i<YU=T)3vX-dkyEqNl97+bgM*<0ZFhlk%2}qqVgzw{A^+
zT`MiEE;{`iO(~+oj&y6!!52O49G2!4;ac-hSKD-L_ej@RUa3nr3xk&WhifPoOu9ov
z&23!>r%P{DCCXYy$E!};UV&56D?bo_7<xaKdbdt#gzDPuPW9heTU@xh>h5ea{T#be
zxYBi6Mbej{<kJ_ao_dXGrn<V-F{52N8>wjy@@}%|&Z0qTdecN}>#Q7;qDq-(QBRUV
zZW0~BkqWp%KoLO(sU!@Wl!iE&6p75`3WXqlK{QkN7QB5PE=!7AQJ7fzk8L+{gk_d9
zF-km@DsJ1fZ0)Rh*d9$)ULC?qokId771vNx<3*yXo0+!X+IR6cr$yq~N_4m3cM8{?
zs<2$>FX*GCTAHS&a+lJzY8xZ#4GJdGvv6HqS5R73@`~T}H4mLU>DD~?)(F<x*}F3r
zW^DA9CMoQ6brd%CE%a42)vTcm)z;i!D^vFhrxxRtYbq`PI#Q9w*!+I-GM7YaTYofk
zodO!tJi}#GmCaDopTq51kpZDv+Fqvym8Nb8cAlYxxEOM#v+)Hs+lWGnIpS0xZPWKL
zzkHtm0Au#z@6*Ve4dinR!qvB<V%$hH6xKUrN=FTq4iuiUSj8L)sH~8pqMRUQK!ALS
zP8p-F?M~HYt<z~-{pmFR%#M&v`)hSYQY=~ACS??6@DWWS82lw%$3Ti4<U@~vGM9h=
zAUKhZ$L}x)W0}qd@x0Fw5=bB%56l?tw$u7#Z#-O<eHE+q6|U`lv1yy--p^nZ{{W2K
zt+vX#$~$POT7xFB`gWW{2wy{rE;>-#Xh&0uNGT@T%#eFvh=bh01V}xnX~r@*vB;`w
z8B!5K9LSsqsS02dreP@#1yG<oL@<=VU@3qEN@AM=Q4H0JwQ_<@mtC`jQFcQr)n!sS
z5_FPk855nk&QK!6BBVM-GG;kSp$tP{#V`a(DoF}SQc6fEQcp^e1VIHP5J7^HBQcOi
zA5I*Ky+2LK-da`M+#<5Kmf8jS#kjRCYN}S4pmL>4ac(V3QFX-<wK%mBWT{6dTfbqq
z?62hK?LgK)5E^fr8vg*8dJSBm)7-z*T4~J+)s1XjoWI_$lvjFd^6wPYH3pd!_R2(4
zF>6%~Qk|=EsNCtkO%(OL1^u^w3EF%1eOx&WqB%9peR*@Sa}Q2x#~+~7ZP*y7v0C(n
zPMx;dspzh@3w@z=FV!_!Qr*dFw^6i&Qqp{?LTYN7Z=SVblYK+Et=&A1bdyPT&YZb;
zyTlxV2_md&50fe?B#MBsj@%BRi;@thN0fC6aVQSQXWkLE!<jL3S1Y(xx+O)kbi)P`
z36wFEQ9}_j02E39A;xdEKV)zrSSMTa%SLGS+&7E$6*WLgl!`RGhby1X0x4T1(<V|B
zLR$czs06Awweg?ND!y#%TU8ASbvjc|QM#*1cAeUHYO1aRnO6s#E~FKP+@)!xB_&Oy
zHWU=(p+mvyhpJt5>W5r?=M<&5^Uf*9Tv~}zmg9?2TGXORQk0^4v($TijsF1P?fe(~
zB>Y7D8}qAJ^UsjnspjUgKM}XR7TwogX*&+1y;*dflb1ZB)Ru}%HFb3>w`&VkH@n^W
z%7^XMbiar<^HeS=bl*C|*(5aD)6poh-fvWrxFs5@i!!L1O^`(cKQJJoty-vY5*(@X
zNzGB&%wniw6shruhnnWp=?SK)vleKzV0BYJEj3k9$-yzm5k-Vbk&`imsvMkv`$?08
zzyNM9gbOB;zF){yH7c2;Q2|x8T}@Mj%4JQGJxBhP0us_yBmku+_=eZ=I_q-yf94*5
z=B|cypXui<^{$fU2A#WCFkWe$Nuux8?M-5FRPDObzD=90vXSQ)MM4(xPy(Oo=u>^r
z{{X@u<X0trAO1QtZkXg>FLX~U^xmZSa?twD{iL~nVY2CsIZdl8xrfbr4OLY=g272c
zZnZmCV$+&^Zd0{P(o}%c$Vypxl#UR{FaZ(|iS3-6eTH^8+?(3ibi(7e<K~FjKtf@N
zE!o|IXE733rcFdnQV6CXVB#o<XNZH~0wG!n-W|$ew*qGj@CN;HfH3XFxMyqz+3US_
z&z--w*W<V12bA2<<gYL(IT+@M=FX74=&eG<r<WHBJB<aR{@<Zg<%+hWR@RDJixlN-
z(AL*8aaAv0%_R!2YMQN{bpHV2Yw;>ABKQ7F>wgdVQCt*t4v-apE$D~({{Rgdgxusc
zD)dDdd#H5udY?$vRzg(sNLlG^ZlMcQg!H9K0cLhd={-eCk+g%6$JZ#d>4BvG01^I}
zB;O5;)f)lQcY>306h5cno~N(UN3Z*Xu>wc&aaHOi(3Xy)0@}~F;Ts`7>Ok+3GZ%&+
zsK}AYq;i7?2muaaIXP5Weql-plWonO)$}#=X|O#YgHru=m%O3E&~0rg5*Bi7&(2zC
zE*{i*Fn0qv#F`z@*Rvv!F*^L$Ib3;R!Sk8$YC?IRd<FqJ4(5P-tZEG~pb3&r5_8~3
z9Wm*cROKX;K!_v}GyEs%Q5%fsaXfO1;g;+zJlkfCqNS$wXuety>Q7NZ7(;iYyVQ}=
zdWD=I5CT=|z!I$V-kR*<4@<cQM^|J204KbS;{@Ong>ggrMzCA>LKgyGu<8yibbxx9
zG8xN$Ja2&oo2p+tkO#)AEi(p=Z9=thl1>QPVMPRrkg6s}O;>3BqM!!>4r6tS-O?(D
z+D&36p#%;<5W2_lNSu)|k8SW|{{R*Mh}gz67b^6H9=+F=4J%(&Q%6U3U4P8fQWk|u
z8=<w=+|-s!%{tOubL7KGTH0|a^*Xv05O9q(YY!BZtO+|96aN4xZGni++wCWerK9y#
z*F|bOW~Z_Wb8xjd`;_9bryZtRYN;QisA=}wb(a)}X{w$_(Ccd*K}lF5c;@*u+>1vf
zY;IGtHgHzQFo8gh44x7&h=7OLP)cFgb^+LWRn>1T7L4RGiIhy{9T{lVWm}M@IoFL%
z;wOBON>ipL6&e7-Ks~>LqymA+A|?O>lt(qRyxsV6(b^M1UUg-T?WrEEv^i`)FLkN5
zRMR}wb=HR1pc6@Hx4hek`OxYY>Zv5QP^8I`rc$2ZlYx*3#^MOZJM2j!PI%9{=i(Dw
zYyCM}rS8-^ZjRe<a+S)pT4-)9RJtgt*sNi{R<iG2+FSXmW>&72LY2?}S4kk?aF{YY
z;t1Hxl5xD83~T@~9APcwrJJ!(lS}j6i<6l%a|)n?aZLar404paf`wFYIoNj*3;=Fg
zp8Cg=xEnaIBh4EOSeD4SM9q|K%#$m(r(I$sqN<n*EmUThm;``hByX|Q=jVs*6y@b^
zspVCdSkV+L^783ZRa(luP(`Ny0P++yZ?;qWrM%5$HL#@%f*4gwfL2^<h$b;JfH92Z
z97fqBi5;h6IQx*~hbK98&7M(f3r4upR?E_Ex{9vU`}K6KKT^#dJ*vrBN`_Rlk{U&A
zL)8jv4L;&i>LjVA)Zfi7?L+u(Pa*l~M@^@6ZL?14JBF2{a8zlVQ#RWLb;X;N#ZO#Y
zrlDe<l8M*t)s}WESoF}QYnpW{^&5JX`kuJ-b=A1%ZkE#bNh*|s1*BcaIZ;GNf{jEH
zbgN<%O~!S5O0Ja*WZWk&*~Ub*maFI!`29FTS_wNGX70ur1>gwT`QNHX%e`n1lXOH(
z$ucn`W=XkCbrLcANle@n<SZes-w1r?9HZuSBUf6o#*)>Ai#`0fwT3AiT9z%hHKcVR
zw&?2}L8_=Nt!+^*p-CVWB>e!;RkrI*y4sSoEeTs|NtCS$NK#alcMz!x+cT0R{J?09
z397k^sIA&#NZM*{murj2X|%MJ3VLSc9;Ib<Pf2c$j+qMeDj#uBgpZ^tYC~%JGv%G4
z`=xY#o6}mJ^mPsP*=uH=<9aA@KRZy8=6`<cuew-hw#j|f1ypnjg4;c1rvCt6NT_&p
zr6T2<IzY28P%;uR<Th7PyKn$&AaWF<1i*1MF_ke)u~S45DZv$lwRV`jdUlT)EQ*4~
z1q!2AA{b1nsy~Hn0$~m>`Ko{r1PCTS7=WEH9O+E7I+D|gLeSz=g|@VXp=ekkNm^Bf
zB}pYJ1tls3f;Zyo<u4-Isdo8K%8dhPqgv`k()gP*7Hca?sIOAPZq&O_^#co2>tW@z
z&|1`$2h_?E6y(?xZ{;FJ;BN;f0EjaJJdp=6zT$i{b2~`r7j<)5vgYNnyV5L5qo_?4
zeRE}2)m_8wEjIdEr<+k129(;1UYQA4>I49JGHv9Pd|Tm-D$A&T&z5B8ohKqy$WRqq
zqH-C2Ne-ff0TB}8A&icC4#tSL=WeKo>zYKc@e2#Wx|J6V8J(d>!OF;iUOr7$&B4Q@
zTedNkA&NY}E&#$&3|*`A4z1A6(Xp#6%d{@!+wM^lS3_9cLKss?sPx{q)m1VS(w=M7
zLYzv_9Bh;XsBxoT7g{dmsyRz^O|=d@?TYC`s>Lc2wU_?@3#PcyR4KO72=x(ex>mU<
z9cm3FB}h+DS5rPB`IDq|`?^KFDRN!SyE-q5uBcTFeG_O^$l3)vNKL|;mDQ~x-s+a5
zwosn5Ldhg2R<3kR*HS%AP|{v$=A3EP+(=p$+leV!7KJ2*q=S^G5z-)y`1fi3(J28X
zZ`}$u2J$h_lX$B^B8ZgaLD9-&Ohrs(2uCf8!fqiG0aXzw^sgqQ+t6(#u3L87m^_pk
ztpST^RNc0CWzv5XfV#`3BuT4)LCWi(JfzB*fe|TyO~fPfk-ksAw0oS$+>y5XaI-Ok
zw496yjsDn^?Y?-;-2VXOd)%$&4a(TlXYf0s-MZLT5_(ZZQ2NxmBBCKqP&lB`>B(!+
zQT{G4g!hBwcQP@PIUOQLY+^~{`soKU!r_RHn~YQzV<y!nZPX6D3YQ{7hy2x2KN3oi
zcOry2M{uqPkYM65^QiY^;Be7nqM&$Wqp^x3xrlP`s6%uy3{wYM+CPHoiV9zezE?eS
zd8&Fu)@m>vdBif>YMjx!iK+m%7NC$_u3a-}9Yd)_C=#Lp`d8;~?E(1B<oCmdpr+*i
z05~-T1KJwTrfIarrjJZ%%|yCuV|tdyP4eZZEEShWsam2BsMM;gsj6mPHEzFa{6>}k
z0Ftd0rry?i$4Y4WYJo{ns`V|8PE%DWqWWpyzFjG8jXtIV+Eb}zbxCnedaaiLDNBe1
zD1L!Iu-A~9LzDji3S7_98p~4Yjb_cOnispz&+4m9o}Q+j-&LormujX>J<h7&x=STG
z!_`IA*E>k%!||(;r=oJAp$D9`<p_xB`)1{O?KjUG6@nzSR%UadBEgiChi;cu=<{2m
znxf#Wly0I1QBs@~OiT$VO6^?}zum%mG3y)y{St@2Ere!YIScvxlp!Q7E0*<uh_xdL
z4-qK|CgoWu#91qGHh$G)5FoZvJ<;2p>t#*zscHCG<sUaJw(e+ib4S--d7I4JeGf1-
zz4EH{tZX&adYf3#(_gOD4%+Fj6ltb)%BsaFZCBIORF{jd);&>MQB_j^01f${r|2}F
zGWmt2ZCygyrnSDU)AsJS6zaZ4&wsDCQuVy4TdMhbcICyArI}pHp#2?w-@l2SeagR#
zs}7Fjmax+{Js{^LbalkHrEJ<J>XcR0*WH^9uCX@jg6WGCRBWn>l&zIDLs}ed3Z!z}
zraoqFmrCo^&f$5v)h@Q@cCM?rTx%Zb4%OFJ)HzdGQofX-9;@{aIO@U@kt$FL0s!4K
zb%oq^t}aR0b2x~eXp->I=8}+nF+}YP2~sLfo1opP6GRA#WNDI^fL<by3Q(<2(hF8}
zOHeF5F@)2dEN^1oa19Yw_nB>P+YxC^sOA-ccnv8CsU&9CGq6?DrDhm2QM;oqnnJf3
z)jXDC$K2vz9`Yj~PRF?8s6P#V96Y$?2Pib(E_G&_*A>?-I_>ziTc@b3HI!8?UG)Xd
z_}Edn>KjYVEwx<M)1SC=C<P@zke+(--<Q|^Y3pkafztl~Brm#!>ZWK_aj0E23JoO%
zRnDc#r<r1<*4t{5ilNe4r+GxDr6?rvu)Ny%DdxW>^hL{G>T9luxLB<#w>MagJ9NEO
z*D~eO<4J6$DrV!S?F|<GYO$0!<8=;nbxKmX#@l=$WKWE3rFF<8i>HqozKvj4XKL+t
zCl@Rm86hD@AhFhP+=V~cQ27G=qJV}A(egvm3r&-{b*o1$m#<<WAto*BuH#Y_ytE{I
zS|y3N<&kz*2Otpa(PJ4Vx~PXSyI>)d!b+H@#Qy*gJj|fy2RJpCF|AZJw(D-9e$nz&
zS0KQyVw%yX?N&C;SIRv7I$dyEL&^<4>QWW~aZpq-O|IKrdbwMy_PTY~T<+D>cFT1e
zMLwlfeRJ(n(bG57P>)gShg)d{YD#*R2~Zgw?>_<`4JOKIMvAHz50WSswCep}UKJjJ
zA2t~`<89~;{`etOMW}?7^y7{k^21P2X)a~*_f=hbjjv5>jVFJ&^tPu}@)m3TzT;QY
z%09PO^7PJhwuxJW^nvvO$A-neU@k~W26mGfG7{8|WX-!-BvK)kAzC;}H6)CK$468Q
z5#pMHp_5lUA|b?K#(&Zy(eF|8vi-KFwWi>-T)5V2rh0NtTGV>=WSF>CW+~;;>EcpQ
zaOg8KDqN|#ZdSy0&<a&bRRD<;4VCpb!bikDkJFbeS*ZDQQ*W@@=qfIEI^^mNCtBqd
z4J&2ZikIkZ_xihnTVbS^76mC%P?Z%Yr6-MXkT#RtWP%TAKXU`$v`FK)T;}-E_<7X4
zqUJW7)7sJdz5f7IXnj$q?UujjuC1h3&)%%HcG_=RuH$5+x3U{@q&lY!T9SZ{ph|!T
zj2bgdKdkk3mC_V%CYrBRYC9gArhUX0n_{B*bEdVl^3atfPBz=MDRF5^fm%{PAxEo^
z+fVL$s%|P({pki4>Wo|nAW@Hzjs;nfzd2=v83mVFKuEw~6;lvQ;jv4^QO}3cS4lK_
z!MtqScR{rT+Md?pj3J+_OPbfY%+7InF2u=!U)wCBn71>s88d@NL^Fg$c-2%BIdHU=
zuGD%HQQGxxlexWS)HY{asJ2|Gn_<^!U3#7BM@m_$W$I@Gw9mTBjk?Q-Q*Ny)N7V-`
zYySX=?s{`SPCcac&bxm1r>dQ#cBa^y9+|YWP~{Cnb#$tI%Pp4QQ1E7{mYqsg@{n9@
zDpE-THn*7Hv##Nw`G2c5!yMP9y}P8e<=;|OS`LbK+KQ@sEerPwrWm+?N-hN}EK|Br
z<CGmCKuSP8Lz>vyH!;|p?o55WZZZJlDGMiK-%14BQgL%`VirxhaxNkaSF9B%_LPd<
zX%<MkL<(aH$(;cL0mQ~Bxbs?t`DuDVdOb8Xfq1*StO%RcgPA8bv}Nj=uon|0ide^r
z$*{HO-$T7JsiH<sk&!8vJ8~qF$qFDq7~*@GnF-EJ9GDp~8UEq9Bt`@bjBO-;B@@4q
z+jH7K*`{pY<fB=~$&2^-MXnC@7DaKj{{TjG$H_rI=N~QeBIHy50IItELO!CtH9Pi-
zn=$9jukeqQEB^o|RxibkAEFX&pN{H)eREDD*ZB{_%KcB?1bTA`35+~uqj!#=N!Y!}
zsvX>$g*((<@q*lh(NiX6*vZOGPIn4wcC|7fQQ`Y|F7tMJE&8qK)oJ=edj8Tw)`wB8
z{Z1?oXFD$Na{0CiJKu|o#|?WIF~f0&ZNdjQ3crHNn`D1!XDUAjpXgsPP59At`d=lc
ze+&8l07eSFclt^yzF5CG{4^`m$ZkkL;?Xipz#}`v_m8$mlLt7C5I+6za5u*3&S0If
z+q_>qu+#K9x0!sr(zimd!!<s+(pq}rQtH`RpuJ!1_UgWeQwwQ9iiaV@kfzKjKT>|2
zwYg?nT7KGL)G`iHN!ny|{{WidM@AImlXRj)NE8s^1j^xl66Yrq02sr7#+j;G@2cLC
zvX(SO^&=Af)HA0M7U;B$Z4i-NT@GRzx>@RtieXe-D;pigpp;6HQZS^Dahwfg6Zh``
z3~WEdM3bD8oynNYMh9;Ob_dD*dxOVt`OWZO@bRX(L(FYQr!-^Md;XZv+M`ff?qgNz
z%C!pnEuOOFP3uzJZ*_L}((36_(QD;Wl?C*O!Q+RhLyo96(iH28FoYp0TZ%a_l&7gi
z0hmblIEeeQuefXRqt~$L$RL{+By6!HQErNYbrS_hbiuo)WD*#o)W<2nKtM<Vfgi(O
z{T;85M_ITiE8+dKB<kUdR$YSjyZI;0NP-T9qRBWkq&zC=xFVsR5;s*N5Wpl@!^BdO
zCJg3%&SEz^3}^Mhz<^XhNGej40#Y|5;3YjdQh|&BNhcC#jOEF`NLTYym^yDk)?TT!
z%ld`tz#MX&7aHnnY8!QB#;T;-5m8Ly!YSz>g8EdHx$CJulPit0=a0dO<R2@qoW!u}
zifur<6PDKN#b%Z^`-x)jcDLCnU8Jd1^6gH_nyap5ZzVLylo)AgR0Hmlysfx-sOx%0
zOpT@`g}5+gE#4?Ai?;@9+bbg7M(FdL5XlpsvVUkYH~|42e$&v+RK6@*qf+gANqJi$
z%p{raInv3(wN5;c(WuNy30XdpZ6x=xMlO@Jy8|~u37ZAVfF!REgS`pyV{y|L+TKj_
zD^7CbN~ZdTuT<KZih7e*b5*IgT6kLD()xw!q>4w`=xmVNOHf*vO2ApiUlf%Z<4JQe
zf}5O+x9W{-_LHKjqrTf!PUQ<WmDSwoXi-B-yKS|kp*8GW+*%x^Wo@`hrNHSZzCIKF
zGBkfAv`za->-$EszCUo)ReFMs<6x(>Toi^YEq1ymDC!e-z1h}~hwaOKpvv5BBBf<0
z1gI+m{8)3!#n0|#+x3Q<wcV{Yn`V->>6R(4h@x)b>gcYw%cHdpH$hijPTCf`!jRfi
zQ0k$nBz-ZYM5lCr3DU~Cwc?t<a$J?Yz?5S&<Q#`74o@;nhV4s=rs65nP@)AYU|oQm
zM!)YTIzAqWHfu<IT)U<<E4Rg|C#KHsxyLr#K#REnf7$It(-?LIW|u8i?%SwSD0c=p
zaf;jtV4B7&FD|aB7gSx|=>(zY6va|UM^k~icZfn+Y$O6uw1p57l#)PI0m^!YNe{5|
zN&zw)X>IhS&#4$vMiw%Ij;N7<BgCJ+Gxq=i0t{q8Fih+-Cyv|x%^Rf(xlyb`!rfbX
zZ<rNry4`a$&sLjSbl#s;1D#|dydf_?bY%|*fefSN(6phjfwtdQU|Cl3^TQr_Fh#>;
z1*u$iT=s=Id}d#e=YXUhzk)VIKsFJoThZr6O|N>FAEzX_615KcHdaI>mW}Uz9_w$~
z1-eW-#w(tx<;V~_YIp*e#sL5}IFsBN&hs0X@MpZ_c<x4C@f*kH4rIWbhzB!1BOG)i
z_J%d2ALqRpp{Z`)Q0|7aF10i*wO2z;R-29SwKY-l=}k$hb+l8gw())DT3B&)E}_P0
zDX<^IM=I=`%;#o_(mJIrT(qUqqUJ7*P~2Bc^--qN*K3s>y|*bIYP}D=S4hGg6sOc}
zuT@3VwuQK#-ZtrO^3O`}a@A&yh8by<+9qz$x=5gci>i`FIU54%2@)_OB1Az^5`HKf
zHQ>55eo7Nt-e`nW!x@QU-z;oc>9+~@WP7KwG7V#zJbIc7%Zz(stn7w*RM&iVgd*4#
zjF^Dyp4%OPjH*O|89mPD%pThkI!^xpub!x!cmNpf`GeRWi!X$}M)K#8y0={DeIovz
z)OvC4HfidAq<Ws@hugU7i#?XDr)e)Yi;X#1r?|S{Ews^XO@$^1BaS{F?${lH2fp4;
zCu1IX{OsGxD)@?8ULhCAHbL^S>L(zI2(AmFgJ%X1D|arF6va15aF`Xyn}`IV!@r|l
zbSm)ld%PIgH?!+{Mpi=JXLB}nZ9RVaJkigjB_mQPm6D2wbVnq04(t_7S?~clM<S;K
z{g{b8&iVG(<i~^BI|0~nJ!`qw*)De5#jdH!JDsMwlIL!$Yp2zvuc4@Jrjn(ww5=t^
zDj99mbs(gvIZA=zoK8Coc{}5H?cB*2?HolQ?YRR3xC6*JoCE!w48)VQn58*PLzJf>
z$|X4r0AiS?0Rt4p5D+m;0w5qDARr<F7^-O{RY6pjK}8W+1qiAtqH`pwN~U6+H4;#Q
zQ;|f@P%#ce0g7M&0RaHU$Lep3Z-{+ir*2wPQS%<EzQK5*sJ2|_k*D;P3ae-;oAjz_
zsw=J9ewMvWywOu`f1L%XB}pWLt~JLKJN`x_<j8~Xv|tmB_+OOH2V(;S{{Xvvj{GU}
zw%sJ02<_t@4hY+RJTcJ`Q3<GwOk{joDxaFFQOuh%O+_#T<|szVBvYRN1>-OYumBmw
zY*#(&d0y_DKD{p6p6`0iw`6AS=bn|GbkV06s0~{<mUii68}kfff+-w{ahS#u@eXP&
zfFJ=g1d?{_d{1%)#v%#f{rh+XPk4yV*)ak#aU4S<yb(Ex$7~44W7usy$O@0S1|%N9
zcE@l*CJdR85;(|Kv%cGTXCfaSo+0oGk7@5GAd`sCa3{B7V0V)WbAunOKp35mfh2FS
zm>hPG_G$hP{z^5UPsxk#`9!Vthwepp;a}06GHCi_dj9|~^CsjH1h?u3V08sd{{S#K
zP0K!U{AjC8>Z@xPYbC#sH23?31r2>ov)8}T>!<C_2P&-<6qRXpHru01eYDh}#i1kA
zkd*OGI@R{E_eI43`U%=?E!J+HFC>GaF0+C*O#_G~!A8x<PH3(LNXLJ|A^;*K1AU(7
zhx8$sxipJQwJP7#NLLd&qd5@;A8N@%uEC6JiDwcB6-QSaX-Os5>}8KKuM$Sv1xQnv
zse#Op0=!KpY{-%%=e!-aksJ2g*amP;!@ro4b0pxOV;J$rP(C<58#zD94qR!iTg$CB
z=AF3L>xwNsTG!*cg6_>t6=j1^T$Hr6d%4`y(%Y!Cvko$}f2AoPg$U*E<&1U%#DI4K
zBW!Kw8}+AkM_y3LO~s_~7K*I80Gs5JNx@WZeglEXg6>klh=7zzv9bfc2Ou2Ztr|Ua
zXkGO4Pp=1Xk7il0kC7Kv^QW(47HcMmE`gC+LOLzq89)Szk!DG7oTI`gAe7@6_ZgVp
zbGG?7oJ@|}<ftNi{zMD{PlzHjumsO(hq;-|cY`t_H{MQiqmIPEB##6LB*7${85@Ym
z+`t2A<7KL#JUjy)eL7$><Db5xkt5$>(qLu;#E9yQ;Ldj82$|Xlown*8KO^jR5O9cs
z3=a?l=K#Undq^j|i7*3zGIo=hJ%Ee}?goD$BZt?<pRXN$A0hp8$di-2ez~8p26LY|
zgAZ{dxDapziNsIk`JU0lJ7i<D&fSdn+B*owHj-m$z{K_@I}yCh?fC)2>+9uD)$ZG-
z+i$=3?TU^>PwAQW&)YBw?StQg+hPv$10;2L*y1D@JLiZ&-#@1Q=0Gq3iO+1NcqTLV
z1mh+o0o=?<nfHMsg#>zI$KU1|`3IPXmIk8l-ZL8r@<hq|fzo}BM+<Dp+!7{E*xdH_
z6N$tQA&_Q#=f?iP9E=kOwB|Zkn9pc9?lBVwu-HHy&kxo8-(R+#&(rYFPhk5u#@HHo
z$LXEHB+s;r%*SG91Btpy>e>fAS~{ocT?7KUcb3YOCO}z2hf-jlr9h;lkW&*fnI<P;
z{{U$@j2s+~a%Y2h@Md;C`vI8uGINZXeSLp_%7M5C>goHyezyv~Sl3nVHW<Co+wZi)
z1Xa_vhvOMT&9<h&kNsGxb+{CitEj9JskSKeW}$fuQ7YqMxIVI$*eEr$OLbDB6ZNgg
z5h7lvK>E-S2Sie=S~Bf>=zE~h&?}`zt?)-$P9=tAD|$kHl@ONl30T<QtE$qP6(yz+
zs{6l0EkQ_jq$(5C9eN5V(0_=w*h_?Dr9-7fOn#qed4A8;=Ta0Luv%(5u2%-lB1kDk
z8WxwHNFc+Cbs;PX>q+Pjm>~5HlTf_sdv=gQtkz3<5mtnxt!^PmWxk}sU2#PEm2Rp@
zl_(=~)KT=DeRI~A`<u#fHP28qpY&Ap4?9kTiBuK1(vs`Sf+VbvOcbRM5<OVfw=YdJ
z_f}}HbfX@X#+kPqNHHZ3q$NmPfO^~xtsr265z_kiZ}s!1vpEpQmVP<*b@Sg9K)GFO
zuJtOaxKz1N@g_QqA*2)h4K^VSwm0cQM9)!`5~EHel76HA0I-w%`~CR75OhV<lC<1(
z<wC^5RrB`#wPz|QRX`n6*@n^72?<Uc^!|w2j#I3x1t%#heWun^*sTVnlqiVmK_sNe
zCPxw;?E5|;?D6UKyW!>6=z4yT_|?tNTAGJBr>tq*ebund(H?^<acXIvsybDuw$V{T
zVQX88B>+m)wPckAVj`^enVsfHG3RW?JMopd<tLju*hW7TYdFa?6hKA^B1~hxAf2&4
zfw-AHvD@{640~rBd?G)BM?2v%V{rcfqF>Y)`1$6nEnNQqO4^;{jYGW$86OLdOXfb!
zgY?sp+W-vbBY87}+a!IYc36-B7#;HjjQJ#hKqd#+89WjMkunJPInQ7=Cm!DO!s;Rq
zw)<`%?*ss2Co`}h=k)950n<6#pa<XM?C>0KUS~dGx9S1Fk6#>l_4ZU#Gn2kC+~Anl
zNGHw?;sN3l8IvM66M_yT03c&|9!_RS_wGUVjk{y@5gU+Wh3Cl_21Y@h!IRuzzy@=U
z06zVLe;*L(x1RVB#(qNIuKxfZW<A*GBln1SR9TJFJ4o}sLGdvM#$#?5e3|d$<mcP%
zIo~m|orVk(vZ4-l8SrFcOwW){ay)N?k7I!`fxmeYPYnBaA82R88}$#4-p;i@KbUSl
zVZXCD>5l>FPDmtY9f%nuWasVe26s8&fK29p-TIGl{`uk__>-_P+>bHeF_;72uutiT
zlbPRqfxaY>j|O;WBd~dU$EJSp&q4DaU_R}K^mQDLe|L>VBN&L^1G(5n{_&iEGB{md
z?jXiWb{HaK0ATJr&kM01e;-V3+<oUicoV{(=aUEdj*}6-=4W|<G41j9j(=xe{Qgwy
z;o=_f=sV~2ewvG@2pONxw2b*D#$@e?;K;zhh#mg`yo|@RV{wtf1RTKdJ7dP=cEB(Q
zp3}mZIQNk=Fh}SB*vD@hym7D(h>uS{Exd>JRCNq|_s;um^6<v~A_6%dL@jMCD?-W^
zf(jOu6fG)D6qFGKBoGKGAcM9<oSR|Sp-qc+q(W-xT}PyA6xelL2LUx~^pw7siFGOU
z2lkNRJzQeoXKl>)+J4#J><4kOxF-W;cYq=w9{Ypiz9Y{79DQ%$>>r1gK5hDBJUR!o
zG3>@R0UY%9ZI&;Z4T`3J6VnbM=A21z(Fa1%q~!kqnmznJ!IzbTAuEs@;}$y8tT?7$
zZN^<~MGiLV6o*ix<Dp1b)FZGW2l6$m7Nxn^94e-Cu9<7<eu?6vPUbSCjoWi!>L7v)
z1*JhT#!pGpTJoHNK2Ge~HysGAY^T96n%ZEl$E&0q`YTr-U2~4RU;qc%)5LM*jCg<t
zgMWbZ_=tFpcMmRu;aEhN_B(x`cECSyF$BOffa5q5jkAx-WSPuu<i{5c^Gw|A4*vk0
zx9ifWaMf!mQDH>P2P6W^gh%e&AQL{CoJvZ#w<pA>6C2JvU=ahnOzw8$=jI-M?0|bb
ze*XY1#)0AN40POn9Yd!~Z|%iINc#-LnHUK>gMr+c#7youCL`Z-J(J>KWY2!{xq$&A
z{r)75*iJA6oK7NlJHatII~bAo%ze&gB<~+zSo`XHzd-vwdxqYBuA<2xPUFZYa(hJi
z@e$k(5Hr5ee^cgWCVhncxJe>B;6_0tOc5eZC#Ffr#$*uW5@S2y{$~;QJ^jXF6wk+}
zPp@xH@EeHk6y%a4+{W2G{2jo~@g4GQ9wY(`5(JI*{d;3_0O13j_CNPyBXA?JjrJi4
z9fzLYFm}!$$8XDr>iXZq`|0oN{n;OGJn$Y{Q=bw%d+uc8{{TVG(YXU)p73}3r#TqL
z;OAmS;GQFCr(aj5%WgWbl`o~H)Z)58l@gSKN<kSoj`1QYBGk5E+$yQ)5DR@xslfF}
zL#ZV%BAJ4<DInoe;!0r1#}BRieU$p#Jj6N(<K@2o;0mS5?IuYh`GRw_WbS7sJjUBk
zJfenLan(YUQrZ@^1fYFN=}KfJFgmdV0$>BhL)NuZfEuTIx!#B_RV*^X9YW+d+YFw!
zSz1IXx7-AEMlyJT+r4YU(?f!lkfp6G(V$Ycg5p9}l=KkcLcg??t!X6Bw-fukecz|c
z!{Jf#_;?20F^u%<*QNk#+wiqAL9eN&ph#0)O|3$rr_*o}ms_V~txHb9Us4pEh#fhH
z*0ocn8K-)=?wq++zeR+)m69B8otaaJT1V8|?u9`K#GW=Ak>3g&%jf-y>8SK|ev-CY
zZ8vu;br0%moz{rCUeyg9!Pe>8wplMLaV^u_DN2^G*a~zcPE;}HIe9g!xf!dQ(VEfQ
zL-$AQ^tal2iydW6ZN8%4SyNp|%Z<HPMQ^AJ`HOv1ZXw!Kbd&>;2aFOIGy|D+;2X-b
zR%xkDb>oPpT%=L~41OYG86i$lFaU^v8*mJ5VMu94qr}+p+LI$^PBXCOl|>lap?176
zZq!{xlRy$wOef)4M$3^U3__7ZCSXj)HY*&vcdc<f4Y-;{61NtXD3B?eYt{Nzl=^?X
zDPBQJ+*q7|b`;r&IU9ZF1PpfE=62kHh-bV^81EkY9|mLja14R{;y?JHeEUJhI}GP4
zzQ}Lwz<Wn;9})L;_IbJY8TRlt?-=Y%>}R+E#$z9Sx7h9chz2q?MMM%o8;y(rJ;d+W
zcJ5;`gl{tdPUK^_o%a4)@TNVV4-K*G+ZfyD?!LKi%q#aQ^}UN<X^)aO-8}tE^djR<
z?Nt+ovfo#1scxp7m+9ScmuTx>ZDAD+ta_4%0TIU4>p$8N@dvDQ&1RNvr%q`KI_DXA
z`rR1Dq_kZAVwFj8m(f#Gs%}j-@>Gyg>vZ8jfzneL(YYfzIoQD@`QAL^{<%j07>FIo
z7~BrtzzpXyc-Q4EOKxfNSvhEC5)YXXG}}3JfmJ$0NmH(w01c9usjQ*YAx={PPICwV
z2#r}brm<>;k8aA^R(<nuTejremEKB3#J)RL&fU0b-IDHvNC2u!s@1Dz>MVkZsAP~t
zqHn>M70dRd)H<r*<=<3aFB*#M@)FyZE8Whr>s+?drKt_7uDRFVEugJRZN9MD3Xe)h
zQJN{(@4OFxJ`DKqGIrt}&f<LFV3`62<GC2dK*j(;7?{|`bBUApG7bqb6N%2InrM)T
zBtj&TWdf#}Whn?kfM5zj6ab|t0000K000AOuUxru^}^2HI9=PP3K?e(T&$yq3#@Si
z9aWc9=T%h>VG%jhFqq;wFo=kV#giZjor#i6cQJ`SpLhd<-(%R0)8b|$wsG{p#&(<G
zi{Xy5;zqAmvevI_NKxq)tc$9va>nKL%9k&zx~7??sgrfHrM`q(DpsYcrzQeYV5^Ol
ztNojm^xC4?ryJ&j^$c9?S6isRr$Q;aeH(VVi+ww^m5dEm>{isdbEPyi{{T1>Sjy|)
z^%xeC)z3<o)Qc_(P1H23*&4|+NUOSRETokbk~3nw0}7}!Q3IG;9EyTzs&z!B00MDj
zwSC!Miu&`Yc8pE;XV@!C+LNyoVG}G9*0UgZ=_zGkluWGTXBtQ#nPrewk({|`gF>A%
z7|Vh{3J);nB4fO5+uQ6%Xy1ZH@_)KcCmWo`44Lpuak_sJ-v?En4;oU<tCO!<))W_A
zM#h_4Khc%gAEc_Owp}i4y(as6ZRXU~s-?0znNn0zKqIJerE}~|W<-gQWN-G2$U8s>
zje-i`h`FPamV<Z?m@1;F5pYGre5i@I6ey(W6c;Fz-}KWc2nZOtD1eP^sG4niX+6&3
z&D01(+xHtr%-$~?chQnuEuSO{HCT^f-pEI+RY||#T^vXtVkiVTOj>)%2NED}fP9k}
zj}zW@9A8>O-K?vWQDLB{tfE?iYEe`Z_(H^<q`JDbBAlp7lv2vQc?YE`S4cE1GkT}6
z-KnlMmby#JEfpck8q^_8s4gMay3pbf`$PpY;X=Yx2#kdcqju+o?bIcWKWm_|w3IXw
z^3X07h+AlYSW~EOm5>Qif__m$s34AzgrH`F9Yjank9VHm3eiV9W1w{rAKCi+y~A4}
z$m+VjLu%)Fk8Vwon#!v)_A2{r-PhHpT%xY1qpPTC#kE&$xJqj6)Q=!hS1?;!0ko}Y
zUrU$AI({T{=fw7!tI#@?zF*PNSZZId3$Ret+N(vuifWeFxT>b%dAL=)E#ddjl{OTP
zmkVoY*4=Suo0nVd-t_m(U9L5C?vp)L4=uzd0TA0$=`;Y464FwXz#SlD<4sGYFV>{9
zdaSoqHD|q4KD%|rZIsi#rKw9(T}e{H6qD7^7E-sGN34VdpQl}aZ$PamjQY^b+)E$?
zB612QJ*6U$1gY?-1NH!bbCjcjz!*csD#wS_Ek=y9p6S$m=QhU4kWqEr+bB8ViFB)#
z5mDKfZNMc{oOBT~r4xO=Sw{i@Z0G*~haZYBh);+6!#2)MbIY6js<UcKlMUZ3ytL+4
zve1;*I*QMiq(x<OT3YvMMN{o5nqIdmJyj{HWHd^U+i6aJ)*Qsvyu!RUeAjxzRO^f5
zR8+RK-!+b*yJ}mjcFF{lP}|XQz1CLN3K}FWZPHTuzJm!WOAVkX&p7Fva-B^&(#joS
z&bHhD1tn;3tqTC)6sx8nVBq*Wy7faWp-XYpBovq>KwzA1NRPOYBW~7Zf>y;Wl7Q8*
zT#)U~F2Mvr!HBsIQA}I`K~oR~xDN@ABmo?h07OQp+tsN7!zIg*71LOUC})JmM9GOx
zVur$OFT<Q<KmZ3j0AvjxS47sKw<@}hlHka3(kUwxK3VreODrYQqEq#{0uk!VDR7}~
zrEP__ynFGv%gsZsb!RG9qil6|d!20+?#k^YzMWM9ofLHz%E~}cgnCF}0=m4)icr5u
zfP$=Xy8i&Pi{TwVA3qVw<V80y=y`orMWQtZx)+MeJ;wN&lxf<#OCN?eNo}d1Q!l;v
zp{o^6+$hr1bSiBn$KGWFdH(=v*X;4;N9@z(hc3B~r2Zr5_4R{UYUF4H*%QjTZ7p}V
zRkdTd-UZRxyS}T}?AFp#)7o043u>Z<;414`c?en<s(o6vrQh&LxEm#uq-fr92{t@T
zWQioxXeyaQC`DCz(lPQ06zL?Yd_2H8#04M%h?vF4T2be1a>mFx7pX@PCn>z_r6JT=
z6%rf}sHo`>KMBB#<iJ$QD3wDTM1=t62gQ-L+Wr;Y&=*SjI^A@uc7bZuZVtBf*0#FK
zb+mpra;9UVq5l9$+Ini`KT@YD!u?g1)ViR$cewd#<*n|qO|IbMHpUEfrAtjkUqLc@
z8f&SLr6+Rh!AL4dQ)J9+wf9nAbv<jBEB)TS?_A=Fl~Z3(>*|vyrLeM4(f}kOrotOQ
z0SQPz0DVO@{{Vvj0Iq9vHKSeI{xY-*t=Am@*0ZbpQ<WEsEiD~QMVg}W#R_g!y7%S(
z00sGf!~SbgT~lRpi4_&K6&5tNZ%@wAR@`m5qmWJGuG@^As&-ZUpD{LXg`wS<7Ad-J
z*c&%pLLiAqh>%z03WiwbDL`^kT~}S)Nx2lABHyu~i&U96Dx=L<$slu_swyQ8091LR
z1_0s!04M;6fQ@m};a}os;oITMl`QC#=$>KRwGDEWU8(M9w`og-HP+($EVlhSb#+>T
z-1~Nh*2z^RBJJNts_Ty>*VOCIbDx+tjUBBuwyV_aSR0|GziM0c;);zfJ51#z9n$Gl
zT}?{zZSS<pj?*ymDb%m2DGl_tdIER|jq*u>Gw=QWFrL`oi;qWXx}9UIw62h(eH7JN
zuTohw-6cziQ;pNq-!62vwjNtyNm|g;l}T}Jr9nywDM<<-@nJ?<7X7yRa(xhTE+s%*
z$*%RvuG0k26RaYdX9EIcNVx)mK*ChYQWxxi1#g#LvT7EoTY7n>kBJT4HffWKv}2&*
z*+jTIi2}D|1#;yPDV(n9LZ)R7smPj+R#C#aQ9~Rzd-i$$(ms5C%=?cqt3DpI{{Snl
z)I8Ip(-eBP!OV?4sBczkwdnUX1DbxioN0Yuqb`isQ7cqlKy}NT&8-z>3uQ?v3a9*X
ze$ju3FWM7z<+bOZ)cn3h$Cb9NM`zR3S{F*ark7Vssw?f+3xcmosJq?OTH`CV(J?@V
zRYy%o%3o4x)mK?pQ2p=BU)j}g&|JUOn&FOX(_bCZdT#Hi>a7PwyKY5QHI{+vg;OkC
zKczPUg_bFuC|i^rAfy7A$mXyk$?@ZO0yo+>Cm!dFeYCcpU2;xt+i?~T<yxp#j%CWl
z+gFL7vG#JOmyO#fAZA7cc*sE^k^mr>cmNB8)h!j&trwMyjMUp)_SBry6G=v-c}O{6
zbjdY^vWo+lIXOn;I%<?ibXHk61raEjASje*ocjQFCt<e71Opk5xiJ}omY)!u`{c4+
zYm<EM=JzR@sINC?+vS%swVs1*`>CLM(yNor>08yQ4%|NqsHnD@#idn0hraa}sq*fv
zv%SC7jd=VU=La`wKN$HhU+|%#9yG$FFkJaTbN-bVfc3v|>i!!fg0R#MjyY=EYjw{_
zv@ORK^rf_=OInm5$4Ws`h%z7pfOhYcg1YTH**ECJJ#R9T10YA~D9O<iOk8t?4kABl
ziB>9|oo*AP3KQ^SlLp!LYL<oSri+9CYIUTouoprv*MkLRU}XXEBKr?-0q#jjKFX_J
z@?*_G?`K#$K{!(!ABOGLyujCd$-E;_^A}rc-F<&*f{xPN^IGal#;UwGYPTV6+wF+C
z-z#gYQE#C_)`~hX{{YL=C2LD9HkA>@pa>tFZg61dc^Mmtj6je<<2rI*kot$5I{yGo
zXoOZVraz=Lk5i`Qa%8*mjZ@LoSJYH0h`masbg@e3LrSP&$6xf?Y$?S7#^dw1;8Ra>
z1D2PbW4X*Wwd1;c+QrJ$=9+re!VSvhMQKT;t8VdeW%;hGZ3q=K;3w1p!T~E!=>F`s
zAf;n1*Rlw*lalP|#>bJXlLDaSb2V&I8M|}0L={|yNPwz|2N6f0U`O$_G)q)3YbNH@
zOIp)jQp~f7BBjSPNeFhSMyC-RjI^1BtJxOs-F7JD(ss9EYT!XLhYt~ez#P@L+O9WO
zy($`4s#E|fC`wR-WKUbp6tdYJKo3!1LWIbf><T|<6>SZP4d3(yvfp<3GSI93nUyxG
zgtQwKNTF7rFF2(*6!NLss&oK41Iqzw9HO{uyR|}n3wjx}QiPPHs#GCPr6Z`}<u-tg
z)0UcKk|z>Dvt51ah5D5ay7Q}mR`aWMXL1Qz$t&Jqo%?5xtB%gL?%u=e3}Iw@xXT@%
z6PJzoBIA?K58{px<`rJfj}aB)FW|!f88&}yE!Ry{(O|d(Ozy?4k6KY+gy$+Q4oF_7
z8QXgSiZd~i0@YTbCi|AVKF+XqljPzhPlIK-JF4`3x0%{rnu6H2Rdu>5)${6QBmC;}
zmuRV*XuA8gO;awasg$G@1wv4THsJl>===8fS|vnC9pJ%<I3OGhNdO5ko;IW4pZ@>{
zqgs4R>6f{oOYtje(FaFsdtI>7RC3b3<eJLb8#SX+R;H5RjZV`oRM6GjDd>GQQ&n|S
zE}rQ7bn1B)!+LyWd@NP`BJ*;al~)aCZ`Y30=<6o0P2z^q?U^jMc&xio{vA<7^?k)@
zex1upi}l4oMMX38?|Lj17L&#r@pM~P9Q-_;xg-)isG~=}0B-F9rO0xlhJpg=1OY)%
z9j%iPPIB_V6yXj4s}9z;XKYDZg2KGnmKx`dlvK_lMZ;HXAh8=Y7o;+=>bYmah#juv
zTv9QWFeD}tDZ`@ZQkqfSDhIsGg8<L5z=N3F;PH?&{pB?%MHNbbs6YXi3B$k%2qXlM
z;zURMq1sa%QXaQ5=p`Tn-T;XDx0o5<wBxH`G>2#&r&v=(N1%lzK=hDDNd+oTbeV!S
zQhaBMEm1+)I8F8r9Rx#g9kK7uae>>e;jq^DP*D?P1BkvM<{zkhzVPs@wo+mN+#E-q
z!Xq#y1kQ0L3?(x=gMu+RRN%~Q1VKK0#}!^tS)S%*tFvgsT-CC^;;MjaoncR*H1u>8
z6|YqMx?Eto;clHx`YCy^w_Hcogp<><JjwWMcbB?8=c`-R2)wsza)mWCDzO`4){5%-
zTXGz2;dr<ODYxp{Ds4=p7Q%>Jh&qeeMiKAOjdtJ?dgN0C5#=m?U@V}dkb;Cv$&?gO
zqEd;@UBGjS-r?+vrg{QS=ZT6lxHw>RGEafq1VOi9YMa+#+1xrw+QNfXQ&`~L1-{9E
z3zKA_uQqK@sx<R%wP4hj+aqtNE%vP!di!H<xByCAbre+$2Nn_nL0?e-48SvN>nB^*
zjMX!(2lT<Z*4k>Zy-_#j>lvp}b(X5rbTvt+X@{Y0Huq8*bO#WWtVx-1K_Ho($k>8F
z?hbeF278m=ZR&mwYu=+T4Svth{J2=78f{{m=0YdY`O$q!!+l>*%zT+t9<M}y4<9aN
zBH>&&a`AGqU2_|dxe-{)7|4o3V*;(xImyctBs@nkK%yiN9k%sbc8&3Uw0$3Kvw1Sg
zB(2WznWWk`YS<ojp3lPCMeAf#I^CVm2^*0^j{)*f;tno&T6B(+(<St2eKDuB({&5=
zDjKj^ZPtd~UrJCMdAoHzG96G#07}#pq@(}{9BGd^`O|gLeCx1N&{VnjHk+cPP5Ru@
z{+i)-DtfiI5||2ci+QAallYQ{{<Hi=Ja3D{2G*ir1gL``0ATjc#2v>-1dcgj@nxXv
zbT2j(?RCK14z|;_t#w9L$zj?{eck(ox|ZJZ43Aoc7IMR?Pf~h^NK*QGk4@+-L{-gs
zNFi|H`A=_2B$5vJ*E@w=avG{|P~dJ8pv6}_2NME>F_St&#7u=1s14^C+AGaLwK_~;
zrJ=jg;s!}H*aO8J40%qM5e{;?de9RPOot{4C07MdGt^BveW1SD?bmy4LMkY3G>leK
zJecWmm)i?Mx4|J$L4_oRB!EP5eo?*rCSz<6CO=3KyyG8y>PPI;e%H-CQE=quvAWgU
zsBKoNtL=sQCs=CXQiWAC-A$>d>zk{iN*I0g)G~z9IP1Q<sXz&3M~|S6On%ONH_shq
z{SMO{!qggFY+5cCs@uKR+d-+>YMz3oj+C;RD|=ddp-$A-G{Je=)FGEjQ|Y?mlHU}@
zq(!4)-%l);W?e@`P>RN?2#J$-9_$RO6@@?mCmE6Z3zWG8+z~{?azU$7)wbsDEiPMD
zN>&Z+c;sAnvxQz4p4DatO$Xo&2vr;ysjh4!0$yUNiBus>Llnm5n-0neB}4@E5E4|c
zevpt!Pyl}jB*)STfM&s3_X$D)%#Nk53y8o;=|qoB#4MGlq^S#OwGkZ!_{#mBH!p*Y
z52ZD|Up1(8<vys@$<nE{x29jP)>1q8EyC)Hf?jg>b7l5RcD1zgEz{BlAE{)dyjG<S
zeKffPI}azeW@clsCwMvYsVte2HVj+{fDQ*60DuT|5e$y~clH3*xg93LVW>Tga#w9k
zqKTDa5md@!q;3;{6=c&>?3gwYC;*1xkPsTuzl|LLjYG?o>S{V*yN;5oYQ0Vd)VGbP
z<rXW^DJ4m1zg4=oRnnv-6s2nj3H4g!UNQzF+{Omp&_Ov8bGIKwnx4r=sBD)jHNm96
zNpqs8p{Q+1khZECTTA*(i3wlQaRzcR#}j#h$^_}XO?j|VRs5}e1ykv6hOD1XqMI&L
zyGpq(p${^)ok~_}3qin_T<U^*i_vQEBiK1hInv-R;#`_aIWwE>9yR9yTqckR?pDtL
zRX#ck&>UkUR7S4CnF$t?Xs7rWi33L_C~OXp$&xY0{*tZ42vHnl8;^}*tsALoG-j{T
zn!b^gRMqKSNn_NswC=d3(EUY@=}B^Bg}RWnwuhXhN*3Z$N>ZYvrbap+uKxgN?Z;T?
zok^tWxld1Ks?;_crIg-3rxg{3-sQ@T%2eDbDB05X$I(?rr&Ci(w(e~_)k94<)9pHx
zxScfRHzc(OG&z~3`EsY+)8hQ~a$df!fZXXV^p@*=UB;%UFx_1vbt+SIWwsbK)TQU$
zWd+vy%9HfH$lv@JYMx~Bze00kQT$laQd#wun6_#PizSPej*FeO+nUr36BjDoQ2ixO
z$}7`lZ@oa-sp@?EwIbSW3$yhmUrJ)%uz7zRz2y?rBp3lxn^8oYbCpo42_rDwVv6jQ
z5J}e_IbtRtCZ<oe>0RTmmL-EYeLuK@)zi&Dn|o+ZK6KvNU8Ic5NK_Pj%!iVXlAMoO
z7)g{)FJh8w%>}_G&J}uyB%jIq^)(f14pme<`-w<ERYT4^uz;l~Bdx_LT>z;^reP$g
z#HjJ&Pq^HSouJ6u>g+Q+?l$AA-xuGr_d$F)Xr5)?EE>OBUT=K2)gw>Uw|#QRn|*U>
z*0kD5ZVEa(Ee%~G?R?X36t1!0U2Vc!LRK1Uli<!t8Q;%y;zw^iw}>0nrFOyIafg+F
zRaKaz?M5at&Cb~6T_jL&VuES_4+x^=6O_TQf$%sm7y`c4eI>m#dU`4f`9+daGuGT~
z-5R3_6r|g_g_dynt2aHNFaaWmUNzcgMN*Mc3SeO`3CJUwJ|8)mZ{+Vc^lve)lr`5Y
zZk>AV^R#y1PHUg0yJ`Eijn9@9FH_T(ninGQORqGQdSyPMN{1W0@g?!a%WiM-gHm$q
zN$I_DNpjRq*c7_GLqlMsp{HumsI6DmQWb90S4x$a4Y4gYq_Ef2uc)AL%bDA`nHV`c
zPT=<Z%+DK7@W=4STk#`VtJ!B*HKZvtgElqQRk>qb_1dRztGcG0mTA*=vn9Vx7J8Mq
zw<<_7kP=L&U~e0C%OmD@{m^yWDQtv!l6pm5iYWtWE^`iRMyaf#;t~$S1tMk>ihxsq
zkh@wM8>#y6y}di=-K1$Sm1(O7xk&B>W{~85^wM^qFt|me%)6FNW6FDO6vj~Nx=l2J
zvD8FLx&GgZzB4{0mupp&b2_m$^-~&8O*(r>CaE;Vzemy+AL#n7Vi}Z&K5)D~m3oE1
z6m^ANk9=-MKKcIum7d@Mfw((M@j39vS@7Rkq#AcuGpp$JgIC8XDx0z{!tE=zCoM^-
zW!htPyP<t)yHc$SMNHvIDV~)b{{a52K2!b-6a6ygFXP`S)L#|4WLo}v(Kz`p=*g-1
zZ<rAV<Q(**2Rfxg8hh_d?I_5(b_ug%9d#YqnmLAp7NGcI)&|a1c9Kn6t^(C(0+<Vg
z`I$PLvWN+UcBDNXJuEe%>$|L*k=)(EbZGhz$xKDxT7p@FKoaj@c{rw!?%hjEurXzr
z#}UYuEzf4<qSzcLQ<XB8i*qT*xIR2%ax!s=z#cfcG;XD+(Yn7%YYH||RaK=mC67|m
zQ#j#ix9V(nN?W50IO-Cj+Ff#$C|c5zqy-fKqtZCGvyeoL?m;uQd-?CY0moB+s~+xb
z-#R(DMlSyVCSUw0=y(2G=6xSm<qgaFRqG$#{^QpCFm6@pWFYOAP1|c*D7Hf9ks}ml
z3hBFY9kbT}<cXCcIw<xg>xx7vT%-p&f|)=R3>#q(rnG}a^?Ozx%1G%Yu)V<c$WkUw
zNx~A45vPk;(yrHtRDnGw9#@O3tV^?^gHpOwMX9*bz?2Ve^B?w#+%@knwPuH><wZ4>
z?OUeq`f{r9t!nMX6x7$c7wy$gQ`?4?x0S6l^$r9f%J>RUDpH~q%|qOrdjNBvs&>Qz
zPEOm$2%P)meU3&WVtu4Zoc8J;!&kufE&0F74LQthS*dls6~|G#e)Onx^=*cZhMu0&
zs4kW!iiO8dU7vAoD%#_&e*L7%z(`0PM+Cp9x<L%1w3(|D8zUr&DiyJx$tt_$8?1Ey
z0M48^RHXzOsyG9cGVqQI#BJ<2{{ZlX^xeMO!@Qemd0jTeto8F{WYf28c8o3d@^R=o
z5bl`B#;U4$8D?b3&{@)=s0oziCH6Uekw4>&&cK7Pfw9ETXy62s{6y`U&i?>;@O_BD
z1^~=|5InTE@_U>b%a=B)>f4pOPSjdHO0wnh=DF&7ww|<KTKSbyvcm<&g~&3cGQ&tv
zY%8G?9AauaeQm|S%?&H{E*ZmZ6$FSX1#6CkCj^qEB{-Px#`zxkw4(+xY|bh)k!IQR
zQ<$Pd9kaAZ;RBe405Jr~C{Yra07@f)425%@&2LHCHzmPo&7wy0HpJYmzb=AGk#vxh
zg?{2S`YEiCnKg)$wyKbdrXocOP&oujV5wqG(;41JnUB&xOyUWuSgNkp`^~Q9VO>La
zi)DQs%GUiOVRaPs^fe7s(bY5x7N1dyrrUKrX($RvD+EY8!|*xqpQAn{Ilpk__Po`X
zJ6$EWMqV{L^x8%1dai-$8tY9BGfvdk(^gWVlhnGTRr)MA^J`NGO8&J0vfs1|;G>tH
z37o3Zn#Y!UqgT`~Q0sbK9bH3zRf*LadaXTsyQ-}>3q79AQS18FRUt`Q9AvXlQ_`0j
zX=~HubrRHLcQde_xLjwY6HHNS*p^kP$mJzeAr*1LD1a!MN@NX^{{YP}hH+LT9*gQE
zo}9^R3`<s|wC(2#i-{7;H*F+}%p5jNMcT6k0oM`^93mt+1gZdlsGdN)Ri-+J;(MPL
ztvhhjT*Ky*^|ouhz3K~&nxL@h7H$^`8k7W7QP<pURysPmcB)zqQ&a_4dZo7%kp)tn
zX;!2ZX;U^D25ksGO6o$5O~u5GimIJSEdn~EGL(*$6oo(oi&;ui%9Ns|D3YS1B*`*N
z<dSzXOqnuwCdNU*@gJYCF&(#ozE0O25fcuYh{Q$5#iFvD)l!aR*^){tfG;sb+a{3?
zrw9Rf%mC^@6~6*(00wXsqum#^<$Jnp_Vl}MYrX3x;?bkao_11w(?+~vr)6&DRnxVQ
zZ_F{21QR(@1DMAGfs7(KOOw3OujLmrw8t{(s0H@3PQP$*cKVvvDHCvN=V-69RWjvh
zW~Ihe^4Awi7Fc_wK_IrIlg8Kc<Kw!woqV;ua^0R<v88FR&e_*pbUL}q>%A6>y$#_F
zHA*zyohc91Ti8mJx`#Rt6hKx8n)pNbL(rW4(6{|%tgrgE+-<tLuT4@?X_~7o7+PrT
zwo9Y66%O4jx0NYnSC-pKT0?2+Y?&%lj3M!3$m<s%d6#d|+H&i6yIO8qO4+Gt>Tipp
zcHq&hy58+>)2-SHIvRHp+U*6#)G3-=JVJtm6I?FqPHufdMT4e_yS%Nkkj<PQyii5B
z#;gz1DFr79vv6kXxfP4gK|m7;zy!cv5b9X?uSz{6^k#i=L`|}V(5+Nebfu#Z8)8BH
zkX<YW+;XbLc^K+$H7Q8=#Mr1Y@7kED5hIw1olY^<P<;OY2*za0`{NVe-0j#hK-+%X
zkNG(hnT+T3;twZz#sS+N<H*KiZGi)!p9p^lnirqC7XJXOwUz$>R$EQCS5;}MI$bqa
zW}`yWM`p5J9jK^s>1DhrODepjw4t=LfR@RgrF}ci%W}n9aY{_gsH#koRTK<lQ99}h
zi=Tlql`?KQ9EgaB000Px*FEV@l-?T8c(t*tcC6jcI%fJniNAW3dqmpDq6;}yM@wX-
z;V6I<r74b~&Qg@UL^<z`{1fNC`*z2i9iZ@m-v)AWarOhr#0fHF2n0^ed{}Zm#mF9I
z+w^vux?S$pi=L9UYHE6m>gb)gG;40R%UiVTa^FWmOtdA-F<KNUnlR_pI9C=&!|yFE
z{Nm>RjpfDGzP8(L)KA_1cDCK};<cK4MxVQ1Tr}S_%k=4a!EE$`ongeJxKBdjIF|P$
zQ=4<vq?S-&!ZCSqSje2JgC^*xy2lhT%;O?yAMjuTVK87bkgtgyE4*U0L^OHZCdIxD
zc1PJsu}$g+W_j61&10CNN8n&@+1GIGz8sjqnG-)5_&@{$4xGV>K7PVB+!+#NiI8V*
zE?pn2wKjm%cCB5cZm-z&9hLJ_Yr0akOzZS-mekQ&TdHQEg_R|1NDngNNKwS?(XWYb
zf$m%Kf0O!?nA%TL>x%1+oOZw*qSO_(8oCOWF4~6GV{oN5?LBFIrL?P}9&CEfkD!GG
z2_u)$;v+I-<L}tOj2{uUc=B6UL=E*2<@8XU+;?bRG15<3iePmLf+{S6s4NC5i5&+?
zaR7mca;PN`92f&Ns@g}Wo{v|YRlRuvFxNQ7M_sWF;HC=b$hJI-=B!_|kz{0)YV8Ra
zhg`8Bq`C^AMUxN%CUMzKY4K&w?q+G)oh8hDR=roJYXv9G(YtH0+G;AkMds=$OZC=^
zRV72pZlR<;T&VS5Tc9m&kc5QbmZ<HO%2&$V5kllArJI;7G^K9uO;SBnApu9Fq&@YN
zkFCfP#RPA*Cuo?1m^%#Qz*ay2>^KSAXc3&u4<a|jpM3TtXBb9DMIvU=Y#B#4GKN^l
zF=~TEOtH#RnNuX(iI7w=NJ5z6ULh$80wM(rSN9#&bY2gMDR$g**F=&{Qe>Qs#V;W=
z`8G(MMG<D3xfc#sD^%23brV1o1c;)_n54>w5vbN%D`-@(`wHnwfG@UE^)iyV2vTYq
zDrrer0Hk#VDI{ZQr_Yi*lizKl^#(_OzZ0}qD(iVt=;|G3tN4>4O|E0=ai<ctmU?k2
zLX-pvjB%X4AM_=IoxI@ET)xzTuG34YDy}N4xoOnWv0932MV94ytVKONXH~rqI@P_`
zJ!LZHQRt$W7ZT%NQV*L(Fnc8M;+shJjvl&Dr7^^f+M;#VI1r#FFqJYG*Z|1lzdLH)
zle;b`8&(YxIGMR7V&EbhsHqVm@^cSSk6?+GP(X=-uAC&F8OH&|o%&V)GGK2$BWMx^
z&<sWdY%z!rakLUn<9tkzBfOmKBW^mW@g?vZ%dS-NruDCM4y)Fe%eAJW(Al-$>nsJA
zTCcd%(NsEV*s<DQLRw4VZJKJz<u*jVJp{h{cpKpd;d@SV_OD#8TimrZj^CwP)BgY@
zoj&cllB(kM<lWTbzGCZZy0W$@*|s#Gs&*6!t7%JLO3)Xkw$z(h)v+OWq~*xNMmj4u
zXBMghg19-_CPc{G1WtZ4J#T{)cyMC~hye|Y%2Ux_SRwUp+tEj{QDwfaxRoZM+ZJ88
z#;Y8Qd6!G9w2_KbP!v*ulH*L}<Ksw#Ax>q|18FGFa~Uxr3{Jzz8_#&ij440Q9x_L{
z>^Cu(0%iv4d}91G=}(7x%>;CX?@`^THG>+Myp2ZvuBxh${XV-CdM{e-mZsL*sJ*0+
zx@ik*=}`($8dtVTgvLFhB!QfQB>TqPY_|ODb<GgYaw$a=VE7gk4yr~)LG11pYN#C}
z{i2B%K|*h^@bLhNL<DNRO4GZaN-t@>KfIeZX>wb~U|AFzI!*Ip_l#p1mPbX}Bg<5a
zN60l>A%Q5UDV(J_4p3wnjN&}vL5akiji<3DM%ULb`I)XcSARO2K<Wqd_4DLvErzwK
zTYY#m6)w}%R8p#z=}BEiww-#Koz(>}Pg6jGB~xL{9QfaU_?QFU2W;fd0As#)8^mG`
z+n*w2p5_M`7cHASK~}EYpy{&Y6xVL$B-cS?&9R88DwN5nLk7ZAluAA!TC`lWtQ3nm
zcu6@3d1&?1biz_8<CystE>bWVCk)=SQ70{zOu@uOkx+^da3wKBGg+URzYtvC=LH1~
ztC+gU{YP!K*9(mm5wq#*O+7t$VcJyH7OYmQSasCX)I8Eu@2S$4Tp=K+lZJ^iGZFV2
zL_`ejp7F8HQ8Vo(0mK8Di6$fnF@j?lfMc-kL7n}H{{YaUA}|Pzxcu11u#9X*ajaR#
zv`kE5HDcKojmTq<5yYssB59OPZ?s_ofS5!?aw0YBxNd8X?UY(_>z|yt=A02E+)P|D
zucoCJO$5r439TU{;mf5+ibX1E5XzXTkf1^U002}&w7|*V6TFzuykl`N2rvT%00$8>
zk|fE_WMT|V$G;Hu0fQh;B<yiBnT?Nfd`ATCd`O=Wz61g!ZZc*z+t*l5z8^t>@E@#v
z<2}1?Iqw8#?|=qJ=Oixz0qlE3_uP0r<|jB1jGPQWl4J9O-y#kS?J)qIoA^)Ub%&q4
z%(!UnNprkfEjG;~a@5ri*&L#3;OeMumOEQ??YnTJucvLbxp+&CEYdotL<l6FF|!iP
zprank$eii2k3h~GoP;u`1j~RP1k3i0VG#fVhfyC2+N^srdr+>}3ntk?7c<u+iZO9W
zxNw_94&`7I7o6om1kp%^A<m+P*rX`zBY+)dBhTh@IK*ZqI}d-+P6vQMF|hiK%z-~v
zM%|~m9SQin_(RaVfzZ|sWutHUw(0nmuBFp8befu`%~+PxS!TUm8mOjn*JQJ)DoU)&
zZAo#rQPSX&6q!8q1Y@ueMhWd7`RwoHoSlx|D{AG6yCRdBhEY{nDyqnUtcj3N6hPc6
z6v>++7!d&h0T2)n5E{>Fwv}EQF?c$$ua>PE&opMm`N+ZQQY}u_K`wJ;QgV(8ZX)pk
z$|Whtau}jrvN8GXCVjWY0N=iM5+H*G_!$O7AIN7hj|2|HPB?~7zk%3BPI5uqgYHLY
z;F-wV+{_Vy7?158qGWG5&(&}4>5Z}V^6=}Lib0s#HzzoQu_FREfdeOFz&vE^0r9p(
z`{OaT;&}F@rKzoX6!feu_uMd+nMqRBoDu|tq!MLHgrG?<n4F(z&{Wh&{6|w%vfB+H
zIJ#80lr)%8Kj&2jI<NrrnINn9ddw85OnqnF<JZHdkBwM1n;pvd>1KkRP9;C-USH8n
z$bvv|<zh%C5GBL95@U>^OQ$r}l&3{?`k|`Izygrk$5J}M3J9j7lBbjkNDe%e36h}L
zo|y}_y`-UQ@clDN%WX6Y6I5CVVI44;r>BIMBmx7k2v!x+tgDP&RasM9`s!+*a-ru)
zQrvlEOO3z;kV0|vr6DOy!bAW#Q>Rba<R7E^!)m^7`u@J;9HzG<+i1usQjnl(-A71}
zrHBk9$vrInKw!8;jw}+QsZxxUD3VlEN~DsaOp-|?<jE#xV~98Hm?!PN_{<*jp92Gh
zB4c?yAi?eY@qrnFV|~=?_j~*Y-S5DU?215<w%bmBzZv%4Ohj<zHa>6<_sQxq0fJ1<
z-MEHi48&qHAjzGCPBR%D^SdTVB1U2$nFsl9ea7>VC7-X+^6;nb{aER@zsuc3_Y>T~
z#CILw!I<|4ej@2V_DX-m&+DH&LNNr!AVHY~0w8z-PRH^G94vPS_5T2?g*yG+ec(U0
zsAoP^m$~Qv0I6$RXKR~8`wx(#`^?6C35@TFyPOmM0AVwUBN!jr&tN#q9Q1+Bt#6Sg
z=+Ms5_<bMpJ>wqJz9!BN#K0ZI9}qw|8%K`$KM4N-kxTyoR!{y=`1ohoKKihAbU*s*
z>S+G}{6f7v$NvDrNgQJxGmjm<V@`W_-XxvK#sH7bfA$^}0wX)g2h4Xd{PTnEn1^6V
z1WBA3fT``U#w7XtxO;3QL`-DJ2k)N;x&9%?>7OsIpDn}L?H?-i06t@%KLYje&yIKV
z-+FjBJ5DFRe{7!n&S1pC+hR8vA^;ttBXCTS=d_X+QQQx{GZEbP6aB(W@EJedwCyr;
zC&#!OjitZP`@BA1FJ(w%I*-=DjraEth=}AmQzm?1f$f+ifib+9BQQIT08DnBhC6lw
z2E^iK2X5R$Bg$iZ1A)Hq0opS$ym0WT$oo&<>`Zsu0Wsh{gUdU0&)@Lyr(6a$_WJ}j
zAHUz{Pr&Ux#&SrLox#T4$9MpeVt(Vu$ru;}%mFi#-?S$k$AUMJGc(^ZHw1n5CI^U!
z!13G(%mEQFN1X5<yZf{C<4+v;boXZ-LB9Uc$AI+;awBcxC%2yC7~W<9>;U0Rh@2ld
z{dbIs&QIn@Svz<48Og@;IE<4A^x@|i10KgXAObfedrnCa7=Hf%f7jpF*-pP+U4LNF
zz9%GS89ATQ1kUICi3H@F_VJ$`z>qs{w+lOFMowUX*vJ6xHu2noPYQG1Gl<WBW9J<r
z1Rf(J=S&CJPN9$0)31+(MX{0CO#cANK2Bufe8fSGxCe{_?soC+FniD66T%RE@ra(r
zNC_t-Oc*}oaRiCSY?(Qnq><(#Nhk6rJU+bY13PEK9)4bV-*EEJvjdupK|Vgm-#x$N
z$si9sxb$h)SXv!n*BW`X1tG@Nrq+cf4_Z`+QdB&ogM-+>@{&oJ1n&?|2_&3gco0VN
zWDXG|9~(!Ro%7=zw>~q&>mRnKJv{ug?D5Y2A?@i|TE(xMeW7jCjiL5jPo?vvq^%1|
zphaUpQdSOnooze8TTv_F-*gjCwfL5sakrXrKCj7osc{QQCKW{Vl&Brj(~2OO2y!}G
z;}jneBVcnUCJDw5lZeJP;^MJtYn6e|^LKq(WvD6YC)A}d;Up5I0-{-Pfg#5CAO{lS
zKpaR8*dCvMQ2n0l{K4cN&o2PSyB}Ls3D%uq#kBitY1AmC#+^!#<7ykFNhwN!9m0f@
z2h91Hz}O9lfPX{0OiV$6w2m{6r>FJp8r==KO<clK7U)1tO**6LO4b2xsfm)1askJn
z;<(4REg4^F>wdnbnX7spLq@e8qorwCJqk@Q0nngeEE13iJt|s2BtLh<zyr(Q{o_FJ
z#(H%5e6i)9KBHE7I08h0nJ{~v^XIXEJL8X5ntA0EGSjawrAp{+3UGuZe-TPSR3v1p
z0Wv}Cc&K`os$|17?^eCjmnxj}SVM_ip~NuMsm7L&Ww+NL7{Tf%&C9i8iRf*_(lgfL
z(@#c$PTC8AC1E8H;X=WZg{?r6Ndvr7r%w-OyKS-L8;?(Qdkad~Klwtcnt?q{^)|JK
z>be|HQeAGDg0(Fp`%<J7{ZcSy67{N`AT>_)YsEk5YM1D+myo`o<7_o6b)}>Zrr&TF
z!O1*Qhv)4+V*(=t$&xXM-vvkj0YA<_nBGpuWam4iNgOHV`v=5B<?j6$8mYT?t#v&O
zxQbRnoLX3-NTzKC!3#=DU^t{Ge-c*W<ei|T3S@|wk3GSkw1c#J59WabVFF@fz&KXf
z8<P<@;OgA(w7@unzI=dW{{V@e6#4jgkF&$4w0)j=rVM8>xH3%lB=?gup8bY6F~6P8
zV2K75-^M3t+q5Qq@!kRZfKLAanFMTPkT`R{gMd2_XKC1iKquUY!68r8^}mm|_4)KO
z;S=KXLh=hj-}G*>uxi_%;(EHPQ&HAwid!{WP@2m%lGg1#Lw8%%p-E6SWH^<!<EiO%
zh)ED|hsB3HtUUh!=3NG{)0VrvrqgWFR^2kiJ@phwxH@RAm%F32D{6wSzL^PH?+Qa`
z6;7z3zp4RDYY$O9<7k+Pk2_*y_sj_H6W%25B5^(@d`v{<U_s+fXJXsTZikn9bQ~6G
z@l`778Onx3@Z?O2n2pEm6virL4x#~*2mofUDc?w)O}KQ56GSBBV^px96=tM+RN|VW
zC5ZK$F3lC>iX7#VMOR7)0D(+wCRGk_C<R1&hyY?w^6%gi8;HR07SKS!f@Gf^$ukk-
zFgzSByJtQC5t+c>1aBiSsgf8tIK%-N*yFVQv7Bc-ZZ$^ybJOqJ!_Vt#0o!1FcQ}mf
zJ;02>+putOatYfz<9wWAciejpG7YbkeAm9)8ogOLW6UePo~5MJF?O}+%}H>zzRJNV
zd8+zLYt*hZzwD_GDF!A;-omJ-ewFv>YFT!ks+rdqsi%Fn8GfDSTqt>m+HfVtooU3W
z4mPBv#4RN%NKqhp(Rk6p)lIvm>!^V6tePvNsnIq>I8`AGV<tHP3>*M*0v;8VeF-xd
zgGW+PGI7mckQHFz^9M~3dY%eyV?~@Knr>4PoQC2=$1e%WY~a8n<_vd%<L$irV1bU{
zobZVr@I?E`J%kS%<H#VKvm}{6PQyO%dt-AuOz#qSUCtm8B=qOB@8f(<eC@}gv45+t
zhmiY!PqRCXIWz6|nc55wVf@Y_ctT^miHJK5$C17Oh|GcCh)kWvGqBrn<lscafxoff
z21MX@nStkge+b(r*hb2J@2}fiQSis{J6rJGS*zS@NVTiz^?NonRZ_0@yAzbI*w=Pd
zGtJbd)p<hwMBXZpv@V!LB&Az}vbA5db#+><)vHe^Qr%6S(RZ=Z(SJ`WoM}`S+N)h<
z$qqb?IL$KMsjIQs9z{d8r{AL%l~dEKH+Za7KQM{=Z5zx)7@eoc@M9o>!kF8)jCqKW
zC%lia?l{rqwBE~{lyx;H3=SmTq6j*4SMqJlvLMu~xCJ)PQAD|DLZBy2GAJp4fS+>+
z^c9!sO|KezXvEldmG*eMP6^@UB4Q72T2d*pdU<sxg>pKSfqMB~8I_cgO&1Q9Zkv+<
z$dN#V0`9-Wzs5CR#72~|=@FpX(exIbM^C91_w<=p_v-4Yt+zX4Eat^zZKjgl(xJkx
zmsLF}`am<KnZ`*QZ@l1UK$so7jq^M}Piz<j@9Z}rCjfZNjrQYjIY;nU&8~9ji+;b;
zS4|IXv0WXwwLqOicD&NoRGU@8qT5oS#kWq~kc52QEA2F=UT?3WNI;ISQbe>g;tdwy
zqg#Fuu7xyvLzgO$&fJ2F2?1wHxNxGX6(tS;W19p_*uhJ-A==v6=}CXRk~3LtO23qb
zNyFaki;8HvaIq$8#ETh}LrBQh&08JYR0Txaqz7Hfd}4J~$+Z+8C%Mn%{qTFtU;(^U
zZFW1o@$W{{Y^=B}5!LeSDQ&kRL3z-hNtBRaDb=J-0R)N9416r}rl**Czn6M{Oi^mB
zNz3Q#r%<&)ceb%<X}ir5E_TO0b5PXT8h)0tnB^rcxOyByn@VA3@8(1N*yM#Zp3AIx
zVQSGe_f~4xY;@eMcUxs+be}HOTa;9`3fhVm)l8?^Dod4)tqQ1VWeQJ68D_T?zV*{~
zO{XH4dg-!H8?j0IQ$AU$?TYag(`E|xlO&@<mB|$4aEby7=Yx9FrS!j2prWK_rR)pF
zIszh5<RqoS>f4u2-(fEwD5M+c*E539Vv~5*WffwUZ`(P9kRh50MSrna&d13M#ZxMN
z`*EkUp(s+zEe5L|KuS7^eeYeGMpBZQ`W>k22`C*T^$dlpo#n{oy<UyEY72eDF+_@c
zT4|~nx!h^4RBV>1Dwc{MLkno7wv?5v42F{9aD=GNx8HSsqtt3w;}>eGrn<V5N)#BP
zLV*wyNXSDHjC7KMKm+PC99vt7h{4GISU4g?L7dL;2N|IfhzWRd0vH_ckRPG@ysJb2
z5FRce0RaKnF@X$pABH}Lt=lbvo|fZDRe49^7WS$Gl@{7p{z=-VWlHqLYqZs9WR(Pk
zr{wAp(bSMm=Wy?Q_2tFGmrm%LM<MKXtIbNOerH`*>Uyi?_o0iBt$h@U7F$wn>aL;!
z+WKkgK25e(<Fxb*ElEl>e4Y0Ody_w4HxVWd#80#%FgC#;WD+NRphm~ciN-j`s~p{9
zH!+U%oteT;lPhT{7HKH50wR#QMWdt<c$qkd@GjF`0my-q5Ur9X>XwFUF42;3rcQ1-
z)Jx;Y+cwnG#MwO|2;`Bn6EQE}!me_Vpbuf3uzZ+@5>5zV5gv|y&995<Puc$f&-;hO
z7J%jTyP21Y&R^<{5}ggHbxn4c`88?>tyL{t=x(%hR}|bnN$YAEG&NL@DyovH^dhE`
ztt{2Gvmdn!_QdKx+B?fWUh=n5d_7t@KIbm=+gjb5%^tnFYP#C`m1!ECH*&U`8oe{8
zsVOLG?lrZyW?fRNs%fd)w%XHB@~La?cYY=XDGCZnC{Tiu3@8+kWDsX@yvWAHV&r2|
zxZ_Erywf#!qd*By%pRKBbb-?})rlUeN)y%4mkQfaB$yC5!??4pw{z_-hY^HQb&6$4
zqyEzHhD3w~N>YPzI4e^C0_uiNfrNO+A|s4zMj=d~Dqs;)Z?qyJI{*|jz6Wiyf!I3L
zxKEKWh%vm+gNy;%dky&dr2hc)qdB6DDs-(c!Zv}n(<e%QM(OIT+|$%HI*WZsu>KU)
z%F>HQk)cJRo|d>Kx`N$o6mDDTP}RDI;KR(da!1bJDE=Ss-2K$9>AqLotzzKKwyN(_
zO{pqhpcHiU%V`R1y+=!0<LgqLNMq5YS6Wc&i5(;g=RE!r`JM3nW47uoX<4N%7R#mK
z7A9WPcN?`*>FzGkR#&v$OE+5;nQfuQC~B02p(_P#6srX!;O>^1dvVLfz+DDl@?{=s
zk#WmBcHPNE*;6`#LbY80F_tSt%u=dj8wuqw44aC;Wu&@?HDt(YI}0{x?Trp~Ng;D0
z*i9JB$gGMhii&~2{0S_wDJr2zWYamo4qy-*YZgTInZ)P6fw9MIOi0fcCXLjU8Z%ev
zU0+DbDr)qmq_OHsYG)RvkyBA(x>DTPVQz$}O`+FmP=&21DoPb0DkF=2nwp}i)Uiy;
z-*v(|5ZV^v;{d3H1(1_FgqXpBAdaxv{{UhC0PQol=}N6}S@6$#x9N&H2JY1ly{<V`
z_{#0B+o>+%s*6rLuNl7F5%M*RsQw>qtZ}M@)lt0KYiMh!srK1vI7SG96LL|k5q?Em
zkdiN(GAp8(rA=hg7Yd{*4+_L7!7&pTm`vbIT<J{TxQlqsMVo<Y^^2zO8MqD(G+i}V
zi=eRqKrsZ#Dnc9p#W6%c07@V@8xNS@v|8b>d4H=kI~=K}vOlXd<>O9OUKOpJxu%wy
z^FaN&srD_yO3*24O+7=QDRR7|D2XHz4?HcF8@<(N`C1p2!6^mh4@I7Wa#HKXEh$|&
z0V+`jFruXKcezueG}4xasU5xCT3ABUSP~G!sOkzyE;1QyNLUH|+Yc?WkP6hc)I}2K
zt*>?6O|bB{Qk3*2o{b?22?+_0U!=SQP8(BcRDu#hM0jnxO5U`axNC1m7Ci@R1BV0$
zFC7Z1lz^E`Dm`%JLV-vCQjmu!191X?h=|!5qpbRutrAg^`k8Z{=8%S9c-Y0w7Y7nn
ztd6j_Q6ixQ85Z3`9b*a3y2z-x$AqR-N>YGzjo;c3ZFV#<e9(60Z(ks$oqnHKI#Q~V
z%8;6dZR1ZWu0n`-AXO;^!|9j8I$T#SD)q&_k#C(jWu>H3&bs534=|SU;-rRJWqnCN
z&!&~U5R~-811<57o2RX=FF4B;RcdSMeQh%BLX*@L1=XP{QhI__(pGcQtiV)s-{Gs^
zdzSp)<o289Hm%gU;)>;{-M<E?wDoO*j)tA9MxeS_o9j)-Pu-t&PMd1oclYfe`kg6C
zKnmkjSt|obBb>@2$nh;@Uo~dnTOIU*tGWbUIBZT^hbxLiB1Cp_fdw?c1VaKMK&y^D
z&!ms0<<AvqJ)T1Gm9y>niMX(rO5V0vu!%FsD9Kj^a~&BTM~)mjS{W5ZU~=H*DNV#s
zDyFR_<xe{`7c2Rfr+J7ORsG8gmBn^9s}(^-T~Bbg)?1!oPBg_r7${9wtjngA^|t#B
zFQr8U9hm3O$8B#q`DuIQyL`20OH<$7v#z@9{VsC&=S8CLL3wSqDL<ojbfeX&x3ZNf
zbuJVqsydYfYahfPEiL?==Kiwf)uy_(<!#fC+CECQ;;M6A^*!59+OMq|ua#wrbvoK^
zL87LaX(S`7p|YX|Ag8BQRYg5BY6)FS?J$C(LIRy}EhMX?6(u2O>LDsI)Icye%_(kL
z7h9+s)p+8(c!N0U2x$|p`MHv9#1d>2GgRCpfy|lL=K)-xp^9U0n;-yC(3@(8wdmwd
zqi7^`%y>9C3A>)!zHOu<?fE30Ns41>+)dJ!cNp$Px^7U9><3aVL8@vbm@1fo)G~(h
zI5{LjNZNg)1ooY$C&=ONz9VCe#DTWclOhK5xZ~<{f8fDuhO`CCm{tD(82T!j*-OjA
zt|;1LlbVXD$LdjKroF#ytXj3jGxRp*>CJjkc&4Pe*Ep(rL;W5~t6px0<$_{&Q8>ul
z=QG=3m>bS>$GY6SZM(D{jlCvW5RNhgcqDA`xFTl&sG?C9ZQFsw;EK8BaqtN+ei0IY
z(7<wuj6ly4VkJ35rYMxaIKY950s>J10sjD^J$;`_9|%AAMOwq*M?l{6JwL-Wqgx{R
zsA=^jMQwLAE>^~wxPAjcX1FSv-p-AvX{A>?Y@w@DrRQBs4GI^HN21MQWO?E7_iO#4
z9KvUu%;_pVUS4Q4cAnA~JrdREUTY{<W>sxVw-wczYA0&wYU^&bD50$RHd3lam~H0T
zszc2u=J$A$8|0BbHi_IonKL3W2Vi+4%07PUM_<+4m#|!Ge*~}mKC0_Wd$8G9MOs*5
zu~ZML`F6H9R+Uq|Oyku3FSJnd0`fpK_5Gq23Xo46$12Lud_yE;Wn?7Wgl8BJ2^zca
z2Zu=%+#7_TvN&)<fkdFGIFUWy0eEUQqv}GlYs1azMdLbWj$bynphfKS(J}}F*NvlX
z`0|RJlo}+W$&sO36r?(a1deko9cmdpxA7C)X9SW!jLziu;3)=Dp)d|3f2J|N+qYsM
z$U6I^d7Z4Rnx&3c^RrAhqxpj6vAd<cw(D)L(_W}l<E@99T_tT*AgEbk_Y%!DTgiPC
z^+m3iTKRLH*{NcrE7Mp}Oa-8Vml;xmR8s3sbhz4xB0|!VBzfbC=k4h`ZSk1MrjVFY
zO~ZFh93t_H){5?f#!nlV=(%jR2Z2HxV*!Y8Dug*pcM(&HjvF~>`ZfC}Dl?FamSpBK
zRyFDZ0J|v|=ZT`}o3u<I3ZSxOIY2;nDS$@z<=(A#mzvtitmx>PuYSz!Q50^xs&rH}
zTSHYq^JV0=@nnXo)}%S<I1=I#dJF-^%JUcEdG2Cp>yDIfM>l3g(R3=Pu3h-tREFql
zscuO_RKm}12~&?!HkCN1m(q^0(n$*APa|>O0D}X3Vm{|F+zr9vrobZ^*lu>f-2Kc>
zJD&V$kD;TVJZ&QBuqyGNC>yLQtU(|opsbhJO+u!A1q>%IFox<m$ZcDsJ@<9Mz)IT@
zGRA2KG%mZzh%{igXzk4tV(<9FhN`<jS7?%GpR=x)*(ew=aT5&POQ)m+&iiB?r}=@L
z$7q=2anHt8XrlE00LlG7&zgRZoBoolQ~b|C9=W0X2h{ZX&se85vOwweMpSgc$tom)
z5uW2|nFBeT<iIis&lOEMr!V@#_d};NosRFRulG0GrMKB^R?6GO+O_wJgG^Fe?aWlx
zRa88$-LX$j!?hJJ6tKfizT<7G9zsXVnYkXa7iK`m?BG+lAe2=U_{so+iSdE?WXVs&
z0w5azXFoQ^pxrhRB-OVj`<Xcu&<Q0B+Bv}#BR<jD%wxzkatI1NseTm_6pi>n$%h5T
zG1nTJgGT9l#-zHXYofK$yH@K>xQ5@TOJnJ#r(1zYOVtY@rizfTTv|t_;QCd{{{V<?
zc~*1#Tv2Np%MCW17Tq&%(=@i~N~P8`np=H+(%>HT7Rx@FcB1P1GL)?iAt*>&lhwz4
z`PcAcf92+&<wk<|i?KCK{{S~Reavli)`J%chOSmyc89<6{{T-mZ*{hsgfiWA)~8xL
z<r_Aui_cTjTB{dQrkkv!H9XPy;`nUj{{ScXZ>IHUE_B<vcH>*FXtecfO26tGyA?Dw
zmJLI3QiFHfrO8dW-9@31>N2+f0MisG5I`Mwpl+>;dQE~dY@}7Xt~01em#GyqN3)Jo
znt-CNUZ!web=j^e92u@8FD!s`{{Rb|UBjh%rFUor<Eb{C(P@T~N4!nd*9doRd-`Td
z(|C5xTr}W-a@j;96qj&hQwioIa4IgTk#oY>YezXH&dp=UJ#3wOp@p#D6KkrppT#L0
zs;3mSbrf|=QV`qp%0unHLrk{a3sNBqZN}bd#~N4AZ^D1=o#r1ZbhfVNJr69j=P<QK
ziRIp*qr2!TTI+_HUD~A-&0QL(dbx#Nk@#qG(%ba(^p>)>y$2G~1#)R=2h5bt`0zIF
zCnFh<ao+@-o-(&2^)=^Ab0bYVW@4hf+r7q`!%=9bd6rzewRd^CCg@P*PgN+X`Il+l
zpj}Wj?bowTw@*k>H+HM(J-2%{Ex@cxC2oi!k>eMu36V3#?6}odA=82=k&|rgAypzR
z#zQq!#8?glA<AxHvh_mrjf7uK2|FsKjdG~77q;R`8AhPIx`-sBwynyU)CVV7Cg)J7
zhZ^9R5TV8;8tZ??xBe1lv-ro*+_lhe{5?@}&fBE9ir%)>ZQJ#VbwhfQmTXr&JxNDK
zD>VI@rqunqn)!OKLXAt}wxRl3H<e17W!Akr$e)NE1<##2<?Be?Ix8rg3|=fXszX;>
zTgnAZsn#c{%6E|}r>SqLrKl;gptjUF<JZMkz@IhwO@7qc*H7rT$17c-t=05ZZPi;+
z&7RE5vvj4VLhBP%S50GiYC?ggYU14pY3iGMDnsGDDA4-*R`TlmOQ`g1^1j7(rE!N7
zQAJSeDST7Dii9&%+iFT`DU{<w)u(hRw^}YT;4Ql16;Zv?O+3^KVHcJoq$A&=UL=<z
z)gP5LR1jHM$%M?|!pW+EjC8<6{PxECA<jgAoot+|(@5lt33gj@(JY)O<mk1Lk9fzm
z6&1|cc?gx>CYfEN3#4R~GDbQ)X_+D9s!_+*!G!`OXAzV7&fxjjoDfd@>-gN|g59^<
zd7Ec#ZPnS7i*@bBKX&Tv)h<OHXH#hE>!hezWouJ|_f-iA9SO#e(f-p<h+0|{QZCEN
z`sYy68W#%9J*d8Tsk9}(RYIFsQqir)6rWYXX$n16sHF)&N(6)d024nK{Mn?aQ`$!P
zsq}5lH7vbPrMY`_dd|`+eHPqZJ<fubrPVHv)CQfpyOZsubtaynPByf(ol3#deL}D<
z$g7cemh%>@oPut_d2t~m7_I`Fwu%1$77!H{M8*_BQ6Ldwrmh52C=asZyREy98RS}M
z$u6sexRDYw;ug*m!H`(rg~$|&0YKtRiHIg9z+oD^c_q)==O{UerS;WKwT)QDo~x;O
zc8bTFqFrkhR25eD*!lkeldSaA8LL~ZI_)J%L+!M&0XX_-<yZa_Rd$i(R*2<Yr{Pyl
zIK3%pV$A)0*PFK*M=rF~pDyhxsi^7sd-C)ZCFE8vrNdovL&&IM4bw2HXC18K-|XJx
z=8@($pynk%Ff>J?^HWVxpe=S<eQT!~u4>-p^0QMjUixjfnpFfXDx#rF{Y-U~C!`Pw
zoxS+y{hwM^+oaK~xphsZbiGEL)7ql#Q$eP5Z7q=+hN{&{#d~(@hON~oqGiKQ)lbPh
z-8+>Jx>nI`O`#zc?e%hLG}Zc@p?bk6^~kquz>@}g^o$IXwqX4P1d*<iF_JfU84*<F
z9u*ZZm_Z_Omff^H8nv3`^lyy4?R%~*<RhtDmhg(xKEec>GuVfV+H=yW$h>Ms$-3+o
z__`!{-T*ji(GhBq<PJp7qQ4cN7`)`?+ZyiIcGCJ<&!n}!sjAfV!pTo^tGhBPFRbb|
zEwvTTTs~dKC@!G3-CH(lB~?<k$FAE>rR6)$!5id6NP(PoJC8Cu&u|I3t=gjfWO%fy
zhulMIDP0wCacMvWB%meJ>M*UuAh#V#Jtj=tzl!MnM4w9KM4L5o$NqNHhSJe<rBJ21
z(g#vxVAL{k&<ma~m?#KqZHPxfN4Jh-DhlF@a1bfhI%%e5j$;_cI)+Uoh$k_GM5HJN
zzyVy1dEZxs{{SS?QuLjWpOKA=X#&A{6#(XA4<2>S&MmP(r7A5NsO7<uL<$%>%ACR{
zIgB{dVc3}e0IPUD2*EM!-)cS>z9*}G8>=;Q&1n{OeIBr8#@$sS?~AaxO67@nWm7!O
zN^MtkI98jzQWk~N0wE+U84AMHe7(7aw7X06*ESz<v>{={GU8IVLK3sqqRNn-qEzBt
zgoLSODTp1vN5GH6L9(|_G)+^Lrhy7g>3Y9eCD$HRI3le~i}G#hLe!+x6e5W&^r!%U
zkpoH8`>N1`jcX5h$H>XYTtcd1+B}62;f`68kvoM!{CdcN7E!v1iVB%S3P%nc5I}k(
z(I-cBvrw+7d*4H@Yhu*8G{lV@5>n(`<uR1G*iOa*5v>hwTx=elW(}m9J1mn_nxIEW
z36uk>Llc!h6TcI+pAt2iMdx&TI!2R7Gki@YDldz^yHxG<R;5(B?Mby+(%3?66u}8a
zF$bw?E9^38{i59Y{2bbU3+30T@_#07-+^Dh6eH0L{KTD7ZT|o=1i9Dvct@)W4fM(n
zuO>fb_s37fPbw_@?BtgqwGS~lZK$g**84T~%XiZ(IbT^}xc(D)X`6N0^KQ9%cKeWa
zjmouBriP-Tj=8!js-;m>`dXpRK2LKikQ~a@e4pnAldaJF$k6qa)EcKtTxxCAbyk|H
z%XJ;rkt?dSR$OhBNU62lC~K+eD648|-lwT)*4|oG9D5sET5TYMOJTcM86sOJdJUpX
z^sn8;8COL-hczW!tn{2t&X_svB47oDG|zzo6f2?hj@LG~W!HMQ)QPz3rvCs&C~mn(
zbH>IRZ75bl6%o&C64kQ=JGqb@t6s|0vCtr@AOLj^W8+mBCI%<4fd&<i1AGx1k%*3_
ztM;7UKLs>@<cf@4#UG$<!(2Wo{$#QnHD=lU6!mA-{qLjroPT505*5cQ^OAdGxX)3I
zz&_Apx#{o4dflgPw<g2wG=?bCmDbj+G_;@qm_Dn3dXf|m?!vp~NgQV`J2u+8dk?HJ
zgpuyktae;ZUN_{K$0wiuXyv~!s&;gEh_5i8gAcM99O5*$T=iE)yZ-?AGP@PE{b)sk
z6TGOXDL&jtzTMaaJMJz|vZ~j-pK_OF+1C!xekBcpaM2IgdF?w-U{B`|4CBV=@=N0D
zo!qU_R2mCMSTtqdPTC&0y+>83?Kg*Bq&G{2P0Fk)zJpR(>6F@P>S|p|9BIOUqLp=k
z0Lpxa_!6V$cQ5SR!>Z;LH80~!yC#m>G}D)A0E>NnRk5mrR^Fht2itY(XB6XplD#D%
zY^){JEDb{E#*)5rznNO2mX|Bgx+6@xZf!5oQk!KBOBXvmy7NrxE$Ma8&{Z|XptjcQ
z#5w9it|dU6O47C!^!@#y;OyrfL#nH%v5p!%0ySNV-GNm~vZy42iXf|@Zeeb+n=D`q
zluR|bGPC_6{T{8$cUvP6o74C!<(o)&E3!6X5X(z2pJEpiHcGK-{p5>w@+~4lMKVaR
zZX8TVV{j}~fY9?RTmJw~^|kX~>sM&+TDJb}EB6W;3LT=bu<Z>MEw+`A>#tN)DVlm(
z8hT|k+wYZxb*beQV;$CNd!<uGm6f91MTDY`-hoWWKq5NSf$F&cB$YU&bwDZuJX@Q<
zC&U>Y<_S5Ud6|LSanR3!Z-<Qo&QJ1#b>?oJtG!!n15DG{m^VA!o}K6JX87&J!u6uE
z-t|ajsu~mkDhd!DQ7P(BJZ0ym;w)=zSvM#uoK!jt+a%6CB#g0AGOgG(Zq*f5K_LYB
ziIfT|kO+|sZ2g=Lm8Uih?db=qZ7n#N29B>Q-TdsUxvP!S#M!9zHgY!<yp+4vY@}Tj
z?t3$%iixva>%3Vs_;RlhYj4A^#9qJnV%N{}7ndz*`it#WpSWqdhBYm=rsr&O+j6L(
ztf&T_j^S*mOX#S!(zw&j)wV%FLXhHCq^m4^OZ;~8qvEeiShROCC^RL$%cu1S)U-|M
z8y(KsQ02`Q%G+CNseb3EFG^borMOiP%VCLe-nFS|ZM359`0nICEcq*2%U8K?WOl<(
zs+iTn=|a23;_ia&je2cVk2I^*b;7BTq~0HGNfjLmQ$Y0fB$LnZcEo@n%ovg<+HoG(
z1GyMj7ItOqF&c{61rtdsnuU*&kZO@7TNRUsY(%CMmR&N54o3w{N~)h=;2>bm17g(1
z`n91_mv^J&<=}4Zj9rQ6A+6~rPA!Q8O~pjdqN)P%jC-X>vsY{kxmIY{z`AE4lO7%;
zMcm`Qb|)aua3FgT9l<<2ZTXx=W-<iH*g*3H;6?4reqUetr>(3y2TO_}ebi6Xu|m6z
zLzL7lnmP)rokO)Rw8c}6G~FE&?h@M$tds<$1d=$|PHub^^J|k@BH^#KE!RWb>{h33
z?A#NluGgBX+GBLMQ(GyPrfzz6(9+TKm25WRntj5au%HwK@v=U-pd%#M!oQYg(pF2A
z*jTKu3x_=QjNJ}da5?8LL!zEUIMgVVxe&!^7WR|sMb~Lh-*)AjIWcG2-M7{og_B-v
zbXRvVMos?!YFCH^I}~#0y>-A-@*65el;I(O!9e79#g8)i17W)9y&XZMu6C=n-FMg6
z)b{JGV%o2AijINDDV?@oEbDD9Q&7_a+RLM<zOfQP$Gqj|Hm>KUuWwoFHth`E7_-vY
z>8Y%Al{8lNE%bFYwT(90HFcK<%FFi(rxv#=oKlqF5CTMEKyib<JDhg_<YqzKXJH&?
zzlTmm)_g(h+N~2ws9Dnji%!>SI?JQB#odE+lvUQdd1bmL>uvpOb^EP6DOF7+Au5uh
zLRH{-8EM<DB(FD2Sul2+bybp?1Qa`tK$SA8V*({nLy5{n${><PQ1~f83?qTqAui2l
z)abicLLu%M>xvo7lU8=MjHHWJ@q-`-T~>*tcdE5)fe|{+6->__Ce^<g&L>QvlHgoK
z_wAjsP9R|8zyfA-17~?1@ng)cK-jLDZ%147mCn<3yRP|A#-_I2YZleP$|^bsT&8x}
zd$YKNE}nvvDYpxQsi3S5r15(EOMD$xd^_n&F0THbGps0X+Krtyrbd}wpMH|6s@rqA
zGU<!u?YEm#cDj@)J#8!yl|d2{rH8QF5x;0N+quL}42g}6+*+E40t%*9)6h;<5W|Mf
z5=_grQ~q);l5XIKNca#FCQ;ud5h&zlN;g>j8Fdg^Iy|PGY7|=nDaRct7V*ka(+#p-
z2hk4X<6I!|xZva?g@6PEsuZdaK)Gw2yyey0_0_HGO=#7kp611#lF3a^W2C90x3O=c
zs;#VP2xhLf;ZRre74<GS<F!r|7cl`LJX_qh<`w?{m3rF6%ndK{2K%R9seXkwDs|M*
zxN9gXt(7g+Fw^v|t*2<~Y8y~RLrMijNmwc3#n|Q|M||&|`%k_xkvL~zw|sb<%m|5@
z6XVAjq@rU{i|$mJHzZeNJ08GN2WISQCS;UuDfAT1nao3!bHoN5h~#TScY0lKuHnC3
z&&e-&4AK`DtZFzBlnKVJQh3@-u0R0AcHPPeEQ!hi%Q|G?00Mvp-*a!{Tbq34(KihN
zsco7b*<!l8Z+g92deeEOt*AE2`fHssO-0X9-P%Gva*>A?mg&*e>3|ABP&$V(5g3mI
z_WN%+G6!$G<+9gvy;sv(?AGf0t<JS&nj3AhlA^x8t=^R{)25@PL$wtO=t9&`(`r-&
z5Rd`l?9?2u=4O$g7hP4$y>q55VNE0P9YLh8_G$vRRnXD}Wyar4Pt@wjLJ{f$vSA>Y
z9C)ImZOdUIM8zQ;5Sx|E<cv{KG*01lN<@sQ5;^&boaIF{_<#&JOr;OS01W-#bZUmJ
zJ6iL+UtIUAh?WUOxVT<6bom(A=87)yHfuXU4$95CDn4@OfaXjJcPc7uih^OW<Nzms
z7}%L40zTcN#|#`|MhL{fIrrZ<_aJyFfD<0jd%?~IJ+u75-;LeT9{~L7*P1s^>uX)#
zm(*6>OJ|_ITBz>VtLqm>C~j2E)=??e=(NRkBQ83_t+-oNeiFZ_K}3Q2O<YiR;wZSB
zlWQ1@g?R`l===p$P$-;8OaO?86a>cG1r5YPyp|T2-}<2a^k$!0lJ{fy)`0#&v_b&7
zjT#w3pjFo5ISN9ZQx!4?7ZJ`lAxt1Oq@VT}GJC`W2XYA`If8Q+&n@|be&trTuxtG;
zD2?|{y;S`IZY()fMCZ;>Ra+`ss;6qAna3D*j<xo>QBcy-Ruq+_iQ?YWb{hRHs4tpk
z?3UZP>C45=#d1R~dab6q(OUflVp?%YL2<OyQ@Rqel=^}d&<Tz^9sOEds5W^T&zPe8
zX(YY#x@Yjeo%9JH(G4^6KP+kl6#gaG>Hh%g&`(zy_2qk7cH1^cT#B7WHyRGmMKqeI
z@fS@2Bna=E3FJ8kMe0R1aw-u~;V6I(EX@qiEoRk8+1L75)fTq~m&ig$J#g|}yd(H|
zqr8w>7+IOl4l*dcfOv9n@Pl=llvOzd#LkR!YvW^^eB;qq9R;ZEnj+U@x~_$H2Q=-b
z^-En+E%mHdu!U4ywH?_AY}HdTw^G$QI=X#1N=cg^kv|hW#rS=$zE<ewH1*j!ik{y|
zbEMUF`n$C<>Fsa4{VQyIy~c&wVii+Rg*b=0klU**DW@0eajxeFIPvx*;sDP6V|hJ+
zF*|>R9~&8sy`=1T%r~?xmXQu%Tf(tQ9pb$AQRPecy6a^T<|<JU6C4G)7%-b42_^x6
zC<SQ}de^G+H>_5pN?(@?%i<B3N5ovqI}Y=XWCVOp%GFX3q)8DhoPZfJlZ3+Yz?&kW
zgmz<|pAq_t;x?;Ky{%}i8g%Ku#8GK$Pf=E?+{!Nh03fRO9d5F|vaw2WcGf*GmsQY!
zk<>yU;2N7POH!&wY3_{zk?T+?PeEBd2~$c!9!rV|QkK|lN^C)Mq$vtj8^2>4V43g^
z<YGu4o_FKXw_IgmZ8)Z!L6ohvDYYbweJct|hA>FXcZ>|IY-<R1NJhpqMT-`oa<^*S
zya^-<D0Pp*UH3Yw9YctSiH>s^L_|buPr7cqj`yFDx^CH*_XWc&bQF=7l2liC?9G~>
z$+tB@0Lf5h*}G&)00l_|Q%rzT5C9-jN=lMKf`KU^K=lF)C_w>9AjnW7c?Ucj4YEL=
zBR>BCXo5~B7&BS?ZRgryn~gO!dn}ZM6546%lG0KV8AVk(P~dEIr1Y&T1EhqIl@ME$
z)>@#0Z>)Za<+xI+d!kY3q$&?mE0_cXAax{%+DgnMN$Mnft6!=qAdeUjKKLL`(VUMn
z=3o2H!*A38V2LNlh|d)&+da<Qkh+Ru86<>Mw4_v1In#+vLn>Qj5K>YKf{0LnHW{Ch
zUk;l0;tH=&(rB8UJ3^f@&9&R5UZc2NC}|P+y6c;vLnhs7yVN-2pNCZ_k3a+=ph~2G
zd@@pT@a$KTly-|24M2u)>A|=XNEA?rr^IXy=T$-`Pyi7z&QgE~h*rUB+IJ=Ka7Ws<
zj63Us;+8t(j);y+oblP3wO#X&MLd)Qs55He%El7`Q$-b2F@U8J3=B>q$T=bh-hIb`
zx$U<HgMec=#QVfX`JKC9na>>b_;lC550#pJlUr43+Tp30xxH$u)0NfL)UFFc=#g66
z#^GzU)HdU0;Yg%~Fj7+I@klA-18)L$oyNj5GEbNiJ8!}^PCj9Z5>al^e8JEh&D}RQ
z8cKp{9ThlDfZU3vbj$((B{>XH01z5ocBRQ<&&b->bTjLI;)yy0l8BK@lJS|GwL$ZK
za(OTTS7znAl#EjeR6%6aAc;%^Pk5XWzqAeVBN!$idzc($o=o$XSMoDgJFRqMR*H+8
z){46wMLqJ8rn27szP6@{t=61olD6GYm51&0t|e{NAf%%*CNVGZe}K$=$s;}Sj9?kZ
z2T|=2napJPm_GRP9_RFY#iWx*3?H{i(>F;O7Y)`g5=$g+#v#k%1Mm<K0RaID^IP`>
z)vGlbaodtkp{HS;r1~yVl7fr2F3}v3bQAy{6PIx4B`^qqfJ!0*v)u9cvF2Al>~@_w
ztY~zVuGML~qWMn7nYLYMl;y#?I?H=*)H!s$-W*z6r>?3>P=eSBbEwElQ^v8(e}8y0
zFb+2az}V-%@bM1+0An$e5_1P9_=qFk2^-HBEt5-KZ>mC>V6jL~)mZpaSP8*Cn2x8H
z1ayY}l4L1K8RO3r4;ci=k<kp0k7Sw7ayD*W6u|16i9_H-L`-vTVG$7@g=DWQ-t5#l
z)$V)Ven#b=bc1&5$;v8KogD^=f=$uMN<x)1Qve|dLX?Hvagh-lcmlNqr6ol~01^pN
zQ6MEC43bHJ0Nz3HFWVM`xLlHon~Iliq)_TYRDf#T1tfx&)Iez@K?-*<FxdniF4pNZ
zzJ_Ez`u=j~1fZ-X+O?=;23h_JR`Qv3WMlhlDg%oW{{XG7myV`dQJ|tG0}Lqot^j0w
z!|8=CKp(qLLw-WPh-9l(+dkjF!{i+*_^H%7Z%DGceU_cN%G6<Hr3C`+$~9H6RN+d1
z3T2|Mlk}uD9U~XrulGyay>+!EX-c}9rf=w{XBhO_5DKCJTFR73C#cCBQAzy7sF4_e
zPSd=7=RNxpJ;vl2`%DsN8^^bi94dakzP9&Mp5{n{^qupQ0%8-n_9Pr(FWVD6jy9c$
z5sBRR--t|Syo~Q7+=#*ViQEFA1B49!0O(sxpX5M+-_8ecPYP6WNsn#4=089Ij1BU3
z96u4;$7uY9-=ExUAtxjWh}dAqpS1Q8K>{Z{KIa}XPG<zj&%EYI&kB!dWO5sMcy;<6
zv+kmH*y0b~LG2r0=e%ME54Z!k_Y<G7f^Y~Y2Qe7oe?QZ-NuIzQ5tAZ8BWO=;@MOq|
zjCTNjWc|Bvr<dyK_2rTI)PCQYf&8S2AIlzKjv0wK{RofC8+hUXK*x|E07-&z9%mTe
zyiU=AkN_aa-|12R0PMI>ecyP8hzG~n?!Z=C=db>yt!`#N@}od(C;tE^(M+EI0GtiI
z_{80Zf<GbcBoFT}WSKeREOXTV0O;G+;$kk18SsA(ql}mkVmsyxjE*rceWnZ$1VoAP
zJCQO;k|WO_2#E5M_9mG5{{YM`J)S}Ob5<6vf2Dm*{{Xxz(`<GB0F077di2|W)lqjb
z+?k*6P>A|T`(p!$Mq)RNK{Ji}kABd50uKwcV>9`T_S?P=<L+mN0M|e$zcG&FPT1V<
zzA=uY`oKJW)qB6!Kmf)A<K?%G{WBEgd7PfoBOl%}bN>J+fMHH|1|kQ7J@6xM6M}pQ
zW_|wvG1?<w1c(GgXR(nAWP_Yw?b;?toQ~c0?J)ZK@%r1wnd_g9`*aUJpF%xqDL<6<
zGbVPNk|2<CiIb8~3U-1F$nP6@F}7fl8220i<R7v7V8M)kh@6qX2xr&>oypjF18?Vz
zv&4tjkmDPDWIAL#X^n%+<Kfd`$oqWr@u%Z4KHGvf5&Dud+)2m`or#=B-Y_wd+hf}p
z-V+cb0z3iS!JqCY1da2Mz%pQspvfZ`J9#I$`}X1~(;us+hsz#W`P4!q@)5V?u*f-s
z@7Q1f<O7o%V*o+%_wDXyJVE*HJ-(O_NQ`b{x9Px7wqpZ+`SLpmF}xpc6!`Vd-G4~*
z4x{o9A&z$5H}4?hxSsw2kOYGnhkOp?9{C{u0C*qn?08rN%p7^hj{Au*orF#f2M4~#
z2kanza!=Fb`^O4o2gmR0)20W{0rz;(IRuQHh>U_JCUX!bPBwujh_ml0jP55pW=>>|
z^9MXc+fO{MmRoVv^pzAeg*d2ARHBfQu9WxiGmVW+Hgz^ZxK>iz(e$XL)fegt9BoTN
z(M?PiwTBb~e^QasR0_&b)TF+?u|V+md3(BN7!PGqOptThMnE|BF|pr0wiz5o(+<3%
zhFWpu^r>A9wzmjK-CZdPFqxjfcLGlp4_enwkQ=6Ywb&B%QiC+<bq-2gLk$wQ8gT%1
zHu}L6(;&$ZJ$J2G=xxN(vKHfsVvQo5q!p*7#H6-8LWM+>EyA444$6DF1~JnD8+-oj
zd3$Ty@Rc$`tLka!QcHbEQpH6{Y1EY=)Kf4@mVh80rJ+JhjByEi*G@lmPW5ZO5$aVq
z7-cS{V1=~9L#@V^kqT+&0;8l549y_#xS0_>hW)48d~Xwz!y_MKl1Acu<l{JyOw7sQ
z^_pxSLDO$B&fi`ctqb+ducnfzcJ{qrSu9)s0L@xT@-}W1;y$DFx~Bo^I6Yinb}f3<
zLt@{l8$-=4KAEg72N1Lz5m?L+p|?}5rVNi!tQ8DZ+~!8}KG1Req?{+X!QlxY#LoTB
zbB{S4<c~hjudjtR{a;^OR#m>}MxRIGI&H){%c(B>m~<_*C0|fg6Y`{)5JOHZiJpf6
zgmH_VY1SN5Pqwz5ZAA{Y;uM9ULP1K9Kp{Y2$i@cS*KB&4=VEjG*}&~7SMMlZB(S;u
zB7h9A<}l(SU=^icbex$QYhBY!3QL=9#6l5V%mOk$hOLB?@6wZxK}zC!^bdzz{=Xm(
z(@)d$$4rKPv(~Vjh=I71l0hBzCnLN;+Goj#p57<0l6&O#k0i{FEBDPca<MrTEthFj
zq8hAaC2THCB`Z6y>~4oTbJgjo!JaMRapcVICm6v!<Zc1&CmcmTXm#KA01iXLIO~n-
zFn;GC!8wTl9OJ*3k@Wcs8v=6?lRIuZgXHZPiN_F=F|dyykvq%?!5%&Qa7Y9EP6SEM
zn7}yL{+ubl?Z@w@B62gob0ki3KZh8D5gUz(oB(@>@vx542|nFFkl}7|Bn$#z?+`o*
zBiq5)@Z%ep8Qet7`^4r5-0pWADed=l+so@7Bi4x|#y2EK^8<VsID<2`M+lH4ObIxg
z0A%EL0yF;ru*OdW%=zDOG21vM2=m)xw+kS9?nj(JllCw+jBPwAzq9Kfzu&h?i!gsE
zoDf7F@t85U@`*w=g$X-Ei68mt1i&M?&SEy<V0n--JHekl<L+k>An;6VbD8(Z^OO1e
zVrEr7?+=B2334Bw9FewiOO@99k2LvvWw=>+eWa~-OHI>PSgqGOJDs}4MMrRD>wRr=
zHGZh9W#Xizh2?Ub5KjzwyLGl-d9Tdt)s^O|EZ2@<YfG)A`f?Xe{kGw#?sb$eGNIGf
z)0D3?w$uoe9;^c#W3iYSz{Gbx4|9TJ?dJtfXSu=eoJ5~+PT=ny!8OgDrxEsS#O%XK
z7q1naIgFw%3XxN826Cg30t#RTP~2*8@t*_29Wo*{)EeXIMRMzvlc$zM&9emv(@#)I
zCa+@Ec%z9Ur4rI4r(HKEGEIreY6^-daR91+#sZL~2))R}U<{KuFiAPv9@#t_z>l|l
zOl^P;4q`v$Vt9f<$&ARzP7kmm4tE=15w>$TEdC$4!OjbHebbjZHSI-hw$__%ZD->e
ze$h<LaHnReRHe)9*4URFO*`zkLp^;db+V$8pbqr<L4;dlypw#+Iig}xozv$iv}{8h
zK%^<xaCFiroWcbt34lx@02vzRn|j%}?&&mO?K^sI=bBuKD1<$|6#i;aWY8d}x`?oi
zZsppfK`<2+F%d8(KoguwUF!}{<$_Mpp1^=(2fiolctnx(;ty#v18g0D$Acf27soJp
zYpwZLei~<A>H3X1dtDn>1W{B}P}U{dDu*6rnwDy<)m4;lHn(ZtZd$2XN}Ezv0l~4m
z>~Z(pj6f0${p5I@ar(A$+2RR0X5j}-S0E^Zmdd8O3np#KqDv%WCZP-+4nr8D;5Flv
zij#wpc@Z}n{vKL6bG49*m1g2TMT?|_0Y=XmJ53iYTqa=vIx8kc2sq*>2-6du+X6r%
z^vw3&e>u+tjLr!AAHL&0Wa4ME0S^97{{WF5J79PAgFG^Ex!xnjM_1bf=dm7m{p-U{
zK<+!_fJ~eY<8JZZ0VfmGABMk<K3sBtlp1fBI<rk{itCn}cK-nB*J<i21!V<GH+%ik
z`qEYSj-a&EG`7vnY_In&rdtIv3=UpSGnfR#6ZsR`5;6phya+m=V0JKZ0&+<sKKu8?
zi5zP;RizDi#-$ZFlFGD2;!n~97dv$d<rJ4dhvO!49H%Q3N?;O?7IBaP3tvZdqWaLQ
zrQPAD?$|S#eF*B_bZIE$B-<?(@#J)Z$cuIGQlGWOGE|C?#W_VGE<~p}N3C3z_`~HD
zCp!7}%pGHKxak`&GXDU{xzqmuJ7u`tD_KsC)AiOWmMfamw6}uGjv?B2`jA~|auSCY
zv?vTM@!ij!TJx^AmaTH)^zHhaN;9ifb*^2a@o7MI_~x7xj5M3g4FyZVDYL$^q_NVE
zQ7I&;N&}yuoz8m$zA-Zg`>`T3fLDLH+i`+Fz<a^&An~rpX>GL^bTPXbt0+hD%o|5F
zYG)`OJdN5yCvTu8OwBt{lq`Bh0WiGbGTBf|xR$KzpVIeLZv7&-G-hq3qP@FwTr$@*
zyt+{`2wba4O<&9EQ}82_O!q=9)VZ9haweQ89X28jNT_3(UqYOR<VPf~T$1H&#^cJ~
zUtX>ko?hu2rPk|o(l#rN%ChHiu~AlB9(v(fLj7TM);{`4L*pswOe7^daKoFH%Vm$6
z{LZr3T56ijXXX~Qwc1!<bg;#;->EKiv<xzlgtXlwO(C?51OeNE)y>{(*sYCOY`o3p
z6`s#b%4zAXHoa-6?bgOwOeGApLq~FEm8Oyj>1_<90w5$zahKotJ@}lfpnFqQa@yli
z#Y;}zDk`cqE|Y%Z`d&e+cB$$oH43iozVK3=SY0Zr7UGXmROyZ|_RI<F8M(PTrubr`
zYlU??t*o4fW8pA5I_3m|LD(jusiwL}i5nDnK*5|8#4T?+v8agpN7yzEr=&iQ_X~Ml
zGGf@*Y{jK)_t}(1NOtkb3$t4=#&X%4mod)XCbX)B<{dRS0Lmu0>sRmqlRut&f&9+K
zBLGG~B;tF)$k+@4zE6;3W3fCzF^$Ot9kVkM3=Q@IAPf<?oTH$vxHuZ2rGBYonGH6j
z1ek(WsOW3}B$cTk#Bp#}5Pc3k-(5H9Qir)2J>#*AU_i%WW3=zX&tOS0BkT#7#FH>4
z2<{+Bzv(n1jWhFC`-MHBkW@>3Z8-D+C-=UnWeUmv07hRVrU3eZ6Dqyw3ki!ov|Va}
zP&GAE(3JoHQe3EQN6G!e4JAng2M1qQ3YyQq2HeR<B>9<Ntnb!K-A$V1rE9d~hT78&
z)-<ZSrJCf5+H}`c(6;bs+Emd>Do|DP1a+kW(v6+?y!f%@XF2o*mqoR1zWm+0Q!#$4
ze)mmnrKv4b&|D~+rl(Dw^>L|F!OFmXVe?DU$bFO6msVBGE1s~vT)NP@rBhR?f6eKC
za*&>)dQ{?neBcA6Ft=2bxJZ*W$5A;Xt0#TQl4O%45_cy(S^Mek>}!4X(AMv8gMpf6
zL`aH-bg3Ku0ICrq9k>qx%u=dg$m}>SKyW#`p?x6rDg#L+^iDPWVs<Rr&sKcdNQR3^
zk9extXNe;wa*KpgSw^Xdl)q@aM*^4tOT(Lg5}RXR(3WlGps1~BNLZ|<Nmw4CVG8wD
zq;;uESQRTND)iE&bdEmnYkzOg?BK2CHNw?f@ei!&xq|-yE~}^=s;A`FG-xj8Suadl
zsr`B-+H})ai(Sq8)z-P%C9`(7+bAmZ_0+26Z>LtBsl9x3d>woy=+1cPtKPZQT8~*;
z9kgo-oi{^ErE9Ge9ciMo*)Gn%QuW5ocX35)ySCRuL6mefNhIYs+v3-inn#lS%C>06
z9=u*CF1kM1sF=J~s)aYIMbzByc7?T2<sB_0EyV%LJCzD6rfG8EN`8_!(C(CMElRpu
zS@JKYQ<}ES{bDA>h_`NI9ITXdnvNW^bX7p5MF9ek6DWyJ0%M35g>d>e>RcX=!E1!9
zd}=lv>de!Qbd0lQWXuvPF5RN5#+NFjimJ0vpdxNEfyiYD1uzM8<-(OXzL)?gl)!)x
zR7er9ksof@z}YW?<=I>K!}w2Lree!gr<?ee<WleS+LEox4Leh0Pc$^KyD@&QYKr9T
z9g*rEUAwJQcIx%h(5d&4M^dK6GoD<G_)h1S#SXH2LHsx9n*MF-hAcNdQBh{HRa$NJ
z^maQ!shh5=to(N2Y@|Zka<YwvsnJrpn%bAp#TyU0u%0hJh`)djj6a0EBV*Tp5j>65
zyspxEmr<Q3W4&Ik8fvME{X&~%P2=#yQ`xVVD%M?c-A7qe%hhzOQ$CtHw9~$~DQW|D
zoP>l*r&a}Nc=obS+bV)A%=NJ(3=R=crBN1USdJ7BC>-SAFWLeaK)?kN3Or0)@Ck|r
z5XLxzi+>=_d~5Ij0QRH3$_jsg4~)xYjowtVtEv7RwZLND!t_gb#x1uRb?P*Hy(^_P
zji$P?^1JP;&}}bN-mbLwOIN9Pucdv@&*zkX8ob-&&WX3^4K-`f*DDpN+l#jKY715B
zs=l1vE9!1_C>0jnMQLqq{N+_cjfZL7DfI|ZP){0y2?H~UoSgpvEwLl8#GIZ3AntNJ
z@6{tSkY-4MjpIC5)|Qe(z(GBMnq3>ItI0&AgSRm3z>Acc145XD2abeH1Qj?>%qWzq
zoP)#yB0Gkk-}lCsODR2JT{5=B%FGsvQbs9YL375rUAv{&pNJJ9+bZd!cP32567!Kw
zKn^kis{7_oFt7a6*7xmwsy;|xbraODS0dcQl(Z=MItoi|D|FQFKT_juHAh0jX$yVT
ztDvm7N{r{9gDy|$Zgg{f%{{Dt6jhf`>9@6ml=iCT?eEsRXw+J2k*WvkRZCXjp{-5H
z+G@X)6xG3}I_WDZY7pDQQh~{m2=fu=5=bKe#(T*-ah7>C&V66Vy<YCL(T&;Px<6>E
zvD8!FDJpBN@7t>?XlkBq#wlxU@Adr6zM00>-AiQ(Z#_v@8?5|nhpMs>Ho20Hen`H>
z4ZvVQCW4Y=NxEs63SdO3q+VKM!XQi(akXrkb#vQFYW2H!>iTbPYjMrn-`Cd|D)IEe
zUAk55i<QVl+p6hjFI5*#NDC0oGNDAn#w8!LZ;9XAZ+PTKASvzY_;l0yf{yV;OUkcH
z{Gr`w*=d`WkG|20u}rHXt5(7qw+D+YUEQv2wwFumxT?k8Enf^|q(~&3<Je*(W<JyW
zQxl2Vo_PFN^Dm#)D_)$|HvJ`Sv|4WHzEiQLt+#45J8)`(vVo^69J=2xD^d|nUsMv?
zYHW2mCjbG`zD)cWd^~DSQF7-{>Ma)i-u<ccK9<xMOQF?Twvk4<^=6^D)Or-Q>*XcA
zgtqNc*-K)Og!*7)&lJtG-MSTOB)!tf;*!?{nu$6XbxR^AD^jeZK~P@2YJz1&C6xmT
zBgA1)0KlM^h`lJLgj$}ITE%updML7kv@FOAY9du~UaziL@Nn^Cm9yiw;zsO}6Rz~)
zDUo175Fr#Woid6^*ABgg2FC&nj?+7Bw)h$2sXqe05xk`3UVy&njeV$>r|(x?eN}q4
z6J@?!sp{!&Ry{dtX$z^eTdUDdrs}Ou^$MRw2up#&u!6M?ck@F}P-!k@^AAeeioXlf
zTI*Kn`)FH=eSaZkzt`KT6t|Zub!MKKpr=$yoIhHO@wop02t1HtxV6n)Pe<x7!>UG)
zq;*6gRV+B;H8*#e=>=k$#1<$*lv`7U=ahn4X-V7lc0$)Sow|K-EclVm0h5^Y7^;JL
z2d~s9uEnAv;TK61Q~@!Zh@___xfWD2%if&Oo6`ExJ!B-srqT)J#R7TA2_)v5J&}bg
zLmctas+^1;#5+GM$?-E$H;shr@=9<LoWvRz?MPF%OP4PB%cSm=G`7z|!=)|t^yZ@5
zaCYHH=C0J#b?hLin(9QQ6^lb^s%Dm{x|$TMHkOr2`<iphkB)9>Xxe5i+LoG!U(nJc
z)2FGqyzRG8wAZR!EGGW|MB3eTFiL%D>Pq^hAwHU&Qc+B*Zs%71%`b_6+M&z4%}>KM
z_mwPZUQY8%`Z1}-w$-g$Yp!~w8fD7IUbUjlOMa`RptI85+oF9JihDz~wUvcd_Ul@q
zt5r7${yF{zxy}1Mx!F(1K6=&Ys=aelqBQou3eb9i-9>4qvub*qy*0j)vaX`vZF-*W
z%a&@S*HJE)(?{-KqpGf;sHCobv(vS0d&1O;weFN+p3JaG$&iRtPu^@I`MhleTqaaj
zBEsEt%(>gBkl{js$dR&{KP^_&SNA@t-M52hZJA2XzwZfV@n%r0h4`e29rD^bUD?68
zOhWJ#V=MuVAUW_V8*4Pr?H<y#OKH7RqA&Jze($N<ZG8pwgAMwNC3LnGrJ%1+vV^kx
zib_YS;!G9&5PreWiEcx4cjF?m!$GR8H8)pzFRQ98c3necsA{6J>gJ@<RIOWRm33~O
znXAK;D7n?Px@A_nx*A963oU*tM)JNI_AvyA^O1sJ0l9&LyvUysg{&mD6t0!23Q_@3
zLX?1{rD{kJRDiXFll&oS80$0bnb0dO`f3bWpTWA}9!b(%&zdHoumELSJQFUdOOX&F
zZ%{Cg4paaD3e+9n7X#?magLU5vTqPF23*a`MaTxn+90BIQ`|rR+)0j0!~i8X+7HnC
z{{RWgoo#Yk;aij{<#YNL->VhR1z2uWEVW>A`(|#hLtHNjsa>X>NV&2;Mf!IX+szwt
zk$JV&*0k%6+El-r&)G5iUiGKIo}uQJzt)_tSHy*PFjH=_w%zlXD$v&rEXAFLR3UaN
zz|or73^iEg$;8%Bw`iwl(hCf@h1EJo0L(xghvkqxyl1&1*r$!5_+PYJb$+?gx+dxB
ze1@RrMv$~!6o*#HHtk1uwpuCz9z-d%23x2h)UT<zN{2}Rt6;VCqSUu-$FWn5+s_o~
zI&~u>*v%gG!*np{jgwWgv%5ry@`S`HPf5l(DfTdc>x`RA%oZ}%LE+XkoQqiI=`5;<
zG#65jl0_q|QkdXEg36>*E5dUD1Bd`eVeOyo0R6JO$oSaT+_C01m*sV<kQ#%QHXU=N
zC?B_KW;v5lc+=Y6?QXd_OK^Vw0HmzcG|$?_ipmo09hD;EaBimJ=%c3;cDi0;b1&ix
zoE+hxp|tZGS-+_5*4oi=p`tdOKWSl#;ZFT3YJDperrMVtO*`+jlJ}?rU2voVto4JO
z{{RL501p~#lw8KtdUr)s+3)&eL+XqDuIc?N)wOCB)>}1Y&X_+*a=umD-b1cZrL{C@
z;az1QB~YQmoPKA2BP59#?*Pn@M{s!0>7$K1xS4j#QrROPSJxIzmz9rbc{aTMYp>$6
z26ZIt5jmVLY#HDfrcpxh6oLU)&baA@xOy@&iPFobP)?<-cSgCJ3uer`E|skpg)8Es
z<Yl2>w1Z~5?s^Cq=TbSz6ip_=4i01rRO1_szNq}O2YA3I?=z1b;^l|H4=6MasM0#Z
zqW!M!_uV&hwO-q9vgKoL%q~{v*sDXoCrPIfTDBRfN2-REaamGOl#;BI!LU;^8NkTz
zGqy);2`3N+2OT8RKO0{Z`sS1RHKlZZh`Q9Kku+{z>Gbva6;$Xg3UO0YTJEZD&cpjV
z)a4jSbQPtpl=SiQtC9DE=;i}$PBep!Op;05E4`3LH4`>)Mv1mEjus(+5=@}*suZdw
zA}W_-jxn)%Am1L3wmiMtA+6Sv+oD^J*m<XhWeU9E<K!b2nQ<s2Y?GuDP0NLk1a`_U
zlF5f;SM4MKZf53uLHuESG;5wh^G}i24RrPDt5DgmR^2}Jr%&o~n@#=J%{Wr7HI~W?
zX}3B{t-t8kLQzorpruP~)O@qm+OAYJ2AZaVxre<(Hk4FSyvvI(0=j;bDFl^NH`3z)
z9bx1sDYD{WN9fPtLzLQ^lXjg?a<6XLS*f*C*7j9W^FK33WuT%DscEHlsiZEhuBrNk
z{M*eW(<Kbkp-sNvlx#gFfzxQZzkjQ>TdOa%VF{?Z8+|KPP9e1=Og7`qwwIknG#2R_
zE_yVK6thgrEy8%_`29+;G?D$m4`(xzxf#BCi`Nnh%r+}`k|k<_E*5BlP{<XcC*kF&
zem6a&=z`?OFvmXat(P?4q$5i{@VnnZ!d>Y$l|kLFZdy`IqoCuQNGNt?dpjw4OD!=f
z?KD!5RR&Qptl9R}QB_mC1xTL{{tW&SZye3lbh^KoT2|u6FD)!4x{bS=PS8?nTbf;E
zRFtI(LTalmUXgjql~VxP)`T?k!5viZ_mbIUwpytfqN1UsrlqGsS!SM|nW}nb8bVTr
z(A6>kX{5G<1f&6o!3jMgs>?`hbfF1CQUD1;LI8jOfRL1k00H0#01iD)-Z2B)Z+~KE
zI1{kVC#V{SF{l#3Ap8NFL=)t&i$!HrZqYn|oY_AJD&bQA3d@3Niku`b0Z2j=G+T1q
zXKu6X&4-+_h7-7UaulkrVBr8LfpR2BoA4$lI1~iKkuikBZogn<s^+e?x{Av^dv%nT
zC)a7Je%_m-*7qsjqhjcqI*KQ%>4WriW!8mNGT&j7N~(t0T8egCl;0CKy?di|#+B6?
zW&3^JhWB-`CZ6|xcIjLAWAv2&04aH6*0$69?FC>ju8qdsb*3vRYUz_#Qi?!M3dH6I
zPJY=xte+7F5!mzl<EKbk)1oM~t85{gvl`OFr`&Nbt+4$S;=!qI4=GgTz{~Xre@{`i
z9Bs8!dIi$wTTP`*d-Ua#d%kUjn<~1A1d7BYM3APdr6QfBg-lYn2W<+ocS#}$oTpbP
znKVq63C$v%1EzZEa%l2W4x7cNcH3;3$W6YqUCAX5o5dp7uJBi9IB037k%}`-H%`dW
zvLt07psbU$lse>9EK&PL6=`#ycC}j7NViWe>_+aYUqtm?4f|CBDhpfGn}6ZKey{IJ
zJwB)%9B52|kUPKt5xing_Z&od;3RBFB0>EI@sk_pC%yr~oM!_k7|)UC^T;DTqxxTL
z!uq)Z69?Li_qy4n)3u#GNtfm4?ee*ca)W#oK5Co=051^ZHT?b6i}ZCvQZFq*7<8aL
zZJc#8+~_*($;bAd55NP!YRk141iVTw*&B0IG1TOzo)D>9?)Mv0zO4mQ)aPZPDn63I
zf_mFMNL+vfk<=#zBm#FbljFai7Ykb!4MVN#K0%sMM%_&%lT4za3?-E^0;(IbH*+w8
zQ|b!mT+FCSMCUKriY*_D^L15XkMVz$(IV69`X4fBQtqr()8zx7zWNp|s;KmTgnC86
z0SAqc_`UdQxpV&i0L$8aF?Q3Me)DId)Gpl~y7edLt@lvFw$~k9xthAbmMXOU&YP{u
zM~YpoN2Zl@zMd-khfpoBzYS+x_QZPZBNFXCvC8&$ZP^O(DM@n^X1r>`iBvx+k(N!^
z2&__=#o;Cct@O*$uT+ib?v}Y}F09;)E=#T0#g|L$?(&6`ody?^t56#_osYVi72?gC
z_Q~YgI)yO^$m*n;yle9h+0WS>`&E7bei?oPIcdp0W%E_tAIv=gS<H)t>d!^Xu3_po
zwJX}En3}^`S}G~;I#)*AtnSyQ&3LrfR4;crGe~GDDP5{=g@%;J%<t_k*P18dH{+|~
zKb{<}yi`_lw_IxLW#3O~YvrQ9PCZ{t){@iq`nOYNxuL6@LA#X|T`LN!r>1(LhMTEd
zH09qx7~h?L4Z7Rmn@-zxEpysx<xhIKHDOKK-Ez3syv@n#TFT@ysyf?Er46ClYkgCQ
zd?Dc|2v7==y>6t}^=fR=-)QNsv~G@<NNp`Vq>+-O2&Y^S3Q`+rgCr;z>Cf4At)P_5
z&G&4|yOdJnQTZJxE}O3&Ra`$K$3<*HGevaFM=1als;;OIh7#aIfW_jw!os@r>fv>6
z-mnr@&A^f<I&l*ykRstE9*`V1R0)%1C6f>`W&@Zpl8EsXz#Sy`DEMvUcQUjFq}960
z!o6#7qt%r*3w!R}?{=D6L{Zu8)o-a(Hp;3My6T>~H1#{nc}eup*a|C4s5;&8(aX&<
z%MNVW^yZDGdf#BL(H6`4E$XhVu5OmLqV=e4&$83CuRi!~ELy3YLrZnVAUdUk`@&5N
zmmKNVoWHeJT6s0Ej*V*NR&Et`nwwRc?8QaFNka>&`CUbBx%yA8owg~|x=yCcOw)w6
zl_03^&mg%^W%!}dS1o_>4{1)l)i#YoRi>J_v0HSqFvSHu4F!7zOVd>rRW!Fge3M4X
zo1tk4MM5cBtF5haqgR|>=CJOWTk7DOcOzt~ptNlQ!Q-b6Tb<bwO|gP8&^3%q5mhw|
zWm9>~5HOfSCNW34bp3{tdPHdzq3H9b))Y0dudQ3BGb^aqBrHU1Oo}kh9Iq;w?x=qE
zyIh^?H!aAUMd3R*9Uvw|h^D1#havtut9dEQOD`@S<*Qn*p2Fqb$_tp)&RHET-LCc5
zl{EDs(|4pTEL2<{N=hmk>qLJFrgb}<yv?fT7c(_SGAnJ2*{U@w*7ciP6>F|)iHl{P
z-)E*|RjrC;)DcZ?WlM2PG78i{Z7B&HX5WoYQRuEr^Jdqk^bNV|Rf^}KtvZa*y>Yl)
zjXiBu>rq=O65UnKrmnD|Xtc2CY1)@M3Y0>CA~gzRW;2fY@-{x;5KNu8-YocQJ;9BB
zTk%RWdvvy0)0a*bbS@Pm=OlLIs<k`EEZdz&NRdSWsX(G)2MNT3zdq}I^{vr}lhM;s
zuO_pw8bc_`CMqH|j6q`AIJe?ehKyC5vJg=-k|;KadaG8Zmr&}0D+sEQRwxN#?=jp*
zeW!oC#7T_7@5j~do7J}cA*UB{)3-ZquTQ&SYMoU~BG_q7nVNFzZ6(#VwpdD9T9ltf
zO(-d9T2zur<K+aZeew>|6SAa;+a`ZpWCk`S4}(5^@_YTZ6Fg$|FHIBFVnZaX!J^ZO
zJJTI7U=PUbuLY2Z2~6>+QaU}4@M;JwAB8vA3~#i0EqYRagGk?o^#PsoYuUZLi45j@
zxW*+*eA8zkiX#Oz+faCUf|+y!v4|OxA`2Kz_A=Ktx!KGvblqsKI`;UhvTW(Br?FEe
zj)IAcWhG;+Db|~Aik*Vvu8L}3n5d{z?>wfPQrs{~u`I-cKg9wtL}2#VNdypQ9k){=
zC-Wk9>_N<loRfh$&l`KnPlB#(^Or?i_5PZ=Xp3cz>gC0%6zU7D>YBQw+bilV)k;ei
z%{g{y4gBRDLv5E|M^`~n2n8hW4&U2$TvLA3v~|A@iiK#@fI>BBMV02R2%?fi0)f=v
zU1I@BlL#uIvOGqrRubIRJ$Afg!WoUtsTZ@xs!dBQD=#fDvnFO{z|WpKc(Iih?S*y>
zQ!=Y?BvZ9&kO6sQ3{&v=%*qZ=bAv|n8tXw_a<=K$ZvOx~MQ;@5x%zvypSswbG@`BM
zDa);kk$553+DeOMC1@%Kjo$c`_~PZiH~BxQd3B_;*0-a%Y9}l{rFNmBu+mV|GilTo
z%j3yU;kt(JQ0m-Ou?)5YEhbh<hyaCi&zU^Fzw)bFU$h3OG%CL7*XdcVHs{=_qF>HX
zQrzjBrFqsVopGlrD=FOyTMaMkAhr|?*wgmd0%zFw8)v)^X~be5*_O4{F#~z7RUN&L
zLOIM!w(is;RZu~}<m1&8$@Uf?EZ|oljyTG2192AtTfMoin!ThJKBDMT1zN*F+>h>P
zyUrR;8M4ytBxGX|w5~>Fbg*;SxE4{QV6tJvC@P80mja?=3{%+s=fq%{Ka`Ki$j=$?
z;nSX#pAVY$t6Nd&<~2C3)3y3;uG00%c96PS>ib>C)kSM`R|4COKWV2aN~so=f}j9Y
zanznn{1^N@>RwTD>rrYw7g2V<>U|BR^##u8bylpTQLnvOsP0uhjU~SMM?lDF%9S>T
zlSrheq7(@QM~-~Z)ASlknOwxuw!W{z^v=1}x_;f(;+|i~S+DmCbst;HmAbE&rf;d$
z5~mgQtLh_+Y(?X0>O!|As8%v6qQx~D$|U_H+aT!?aHC`PWtqNFzy~obfs75601}wE
zHbA>o?V-BE=(5vGb%{%c*J}2C!+C2--MZ<_tc*M0jBP59da<0hn?@NxYU~Jf(=@X)
zoEAwzI$}d9vwsrb7}dWK8dA%oMuKNYP+D~p8j){*Nmr;Js;Q>7T`g>~X2oPf4WX;G
zO3J!jSyxCH1o5T0%y-OA(K$QB<c|2v;P9sa369Z%ewZYjZXkX8@TBCC?*JSap8bIv
z7=z<}Hz+6wi)J}Es5W55f=Vc<5Cxnsg%&pwhZS8cy5<ub{+fos00D3S0aR|HYE|v4
z7dxBFP$v&?+>V<xX1s}*#zyfrVwWYVBxMfDJ%S`fJ%f_fF*u2ipqS<p3z_b7vF*RU
zKl^L}IN|5{l6&|cWR0V2Vk2ly*ama=InI5?(Ve4i8S4K2lLxq%$n)UA{zoxdHEfT<
zKBm*UJK`gk8jn`o=xp{IeNLfGZPMiXbhH#MSLqw|zJ{WvrQ(L!Z8r+4LF%}qpeUrR
zK{9yhuf~r#xkafy9yO+&)4aye+M53WcYjL$7i`n|qRV-&E2P!7JB?HS055H<s&%xp
zK}S}n7V=OM2?~O9#SJ@Ruhlw+#ing(ZFfyYd9~QBt-7yGwO8HiShvxk*8o{VN~ox9
zE-WDQq?G_-4&rNnfPQsoT^oPaw_CR_YpuF!&tHAIQCe?T*Y1d*wo|UEwM{iyrYLCM
zajJG*a3M9qLR12}pc;1fx2*>k#iwykT*DD6#L>l!jWLlbat4l-QR*2JkjfAgbmS0J
zKtQJ`l!X$TBVEOyI+?AJzK^=irdoBR;d|Nh>0Ikwms&|ZQO&ZQ&uBG)kPspYk-Elh
z6B05F6EO~SmFB8)ogpbhNoRe4Anpu!BXwgUPWjkv$6k3=`$73vqd8xpw0-+Za|!#_
zlF~YVO+M|WgHAtet8&F^rL_mzsjAep6-~7Bbg5YDq3Z=jDhfYW9EF&`nTd|@N1TH*
z9l+eoM+$Hti96&N$t3ugp4;vS&l|PdWkBAoS~Q(Sby8&D&Rh0(2X1nxatdby7@6WB
zh&U36bpQ|$5ULACHRn+@7FuF!PaelJc{?1OT!=}<x0FFf$ha${M2R@ZDO8pL5}c;M
zl*S>-VvZ{E<`$-JT5IiZtXijXk*!;+wI-%&mG4ZsPTltPS#(7^rLv@YjV7ozvf7FY
zlAw}72aU!4v2J|+5BNy6^6RWo{Fu6%4fpX#^nD+gpXpGy{KS6qukiBNbkC*}^zorP
z`I1P)M{gOO#0|IL?l$q99_9q?oPm)&yB}1QrEW~29NJnToQhE-<;RuT1zyZv1XC~&
zL_kCiR_KAi*#q**CIQ7_EnR2T8x}_Al(R2cyIt+%<F#C>!ni9il~}92aGBR3Q!xr;
z6_R{r=1d550n)&chz1&peWSRJ#F!*^?e-EgJSiF2Z~13@owuB3K__k$kFlQT@)3}C
zoy2B9?gO6NouEVl1n(yslh{e#4#icCL?Q=y`{W;N2$=g3v}1yC*b$T47>?kKj`Q5^
zBq<+}5I4_%0&^!AnLBQ0wm$y=f6vBZbFq=al@@oOF(B{s>`r@cu-Hbyc{7nCF&)V!
zH^|x}u{%b5<Y&W{zxaZy)D*fdt4~}10HZA0Ub)ojYU_;!I7Q`E$)ODXA8ETh@|^rS
ztz>#BM@j;crA!Dp>+tEXJ|8PI{U)}m)0L^z>|CC;Rq49=`s!7SN~n=qhmFG1X?>>~
z{6djQNvA1NU7oL{Kw!OQfbYLn``Mp<@NxHFGx*;RX6>2a#xvP}jBw|RmG<$&y;wt}
z`j8d}@TN9w=kR&W<oet#L%G3D_3k_h{6JtR%mBvo1wLPF{0A2v3s^#yx~`2t(^R_1
z>I>;fQkzo10V-QcmexS-w5kXjkT~8igg=U{A;^mTY<1R~y<BKDWj&28D@M{<Y3eDf
zEmap4F0!$z`pP6!lTUGYHqu<^4gi!2Q0wnGqCm;O1i=76pM9rnXScrGIfy>d<`1-O
z<P#t7{b!(~u2`3FvZ)zn4?!SZGAJn=c?+cFF(QTgL=vir4Uq5w4uUn~)2%_d^se%T
zzbxlyvbf+(@X_uZHzTwQ+vD9vIwH-L{2Ihno7K}2A7B#!x|Az?zA*kEG<U>>MuZv)
zp6f|XqlTkOn$(R@+in%EY9nAhEK^fgS2TST*^-w(&J@@xabbM}jTWe-sH9j$Qx34A
zNl0<EASpN<NG1Z&;Ycb;5J3SznOWSP`vE<M{pKemXCiT)D^yo2y1Ho_TI<m2n@7n$
zg;gcsg%u&7l?6JM!7BaRP9Z9lr9h=?N|yW#b+Zu84ka}bk75e~1XWWkpmv7~I#|b0
z{{U#hb=Oq>032K;04M+l)}(4B&#L#V=Ad3qTf4a~1F<xVhK&+p*ufnb${mprYK{{~
zh_H`pfB<C26!_FJ)G>@|KbX&wME4tJJny{3n9WApYp=V!Ded&mR4DZIln8C0NC9rR
zpb&)jB}$VAreK4V?fM$qQBKWW+LhaD$x4+`Ox0>j3m?VS;Ztk$2uYPT)2)Oklz<YE
z)m5&$Q(7%bMwO<atSzZXQfVG(#M7*h3f9YNQ_s3dPe@rwDuL9p3OLMGkM;UKzrLw9
z{TpSmFpGwxsb%L=(nC%trj4~61O$k3sd8ker=Y|J%5%jo_sl1j7e``e<mrI)(^$6B
zA5Z|K{JQ`a*hT?ttEtEUpG>L+gLApuE|n^J;`@(06r_YMQkH(Kp$&Z~Yy%*qB_toE
zazyb>oXLWB%=h;3lNgQTAaJH@+1H$T#k%8*b>|f;b;T99vZEzRQsqRP2~wvUfsP=-
z*p$xQvoi!A7#Pmuz%a~AexSi3W_zE!dr!I8V<g9Hbij?^&iMly&JPNGeSL3EPU9yz
z@IA+F<ZcGXw+xdTM%nFyjo<-4oMi2oCnWbGB!jj<+>;Pyb3L$lWQc^H9%e?_fu7q;
z0iN6{JhC6JAG<%R;Se)D_x}K@Ovd;C9B-ZYJ-xk*Oql|A@fnCd#TdXb?TxqZji)o(
zb|WZlKW@-JP<D~Oo%`^oPj~kKRC9^O#$cY}f4)HRk-p2ZGI28}xbku41W#?FgiKC5
zcO8lFaRc@0%#l0<;zVL|1Ng9f4TpHi?J>fh?=aubr|Av6Y9c|w!5i!jCvE=#z68wA
z2eCPWwC+#wcHH0qJK{$W?VYd&BxWZvNFWKu{iALeCpnNYgDTEuNX9qV4{{`_@7wkC
z_x1AYPXHY6{v+Ip`;q2*kq{UeKcN2r5kIbYgBxUH><?f;?GZj;PID`(+z)A9KTLj{
zC>X{(vHFBMhu6QRU+1s>rM++l{{V@#oEV#Z5R*H7@IB`T5*??wI}GHA5;uY0W0`_T
z9A%z+syVl<_WuCVqgdNNhtYT2{Bt{Pi9C0cGcYr^kG>#+L`mQCNBojs`m$&Fp;i{H
z{{W?ZPX7SBE7N~<$tAb9sMJ}{gSXTm$s;op2exuzL`Vz)fwyUZHk{=5Io>leV~Bl(
z;BT4SK!ffwNQi*|aDIbwdy%-4-y2}(wg(@jSH1y`n`1s-T|KoB+6K@fN3jwPHwQ7^
zA~-@j0%u@O;O++JCO6too*_F&VI3!V#OJ|*xex))H*-7o$lpD|9yTBWJHdcBP(D6h
z-+tNsRAMu*KWy#3H{M1ja~wH7@v$Sg*pr+I1H^6)c!ba9B237}N&A8XjN<@AaJB{v
z2@($Da}a&!@7@3;srP=3{JML0*mLK#M<C;WIV4ATjrYgp8$g7T4oM`L{e81PeCKI1
z$D>TV@`_ny*O$^yLr7bTffAw;lAr*BOaLSv{8WDnQ!1MJntB9FK%r_6RdhO;OO4a9
z)}^OlsZtb@Ac!12pIiR`bv%53yB{q1bR2u?l{q5<MgYto8%AOb>`eDOdbHE8D5aLx
z>Y%Hoq!$$l%9NmxOeAETfIIEP@Osrx{)U;_*Fq!Is#l`I9z%qOP{U`b#*_ppr`!a8
z4CKTv-K$(lZMP9h$6Jd_6i7`oNh=Vrl7bv5S9Gmv1R30p6#5SwhTmE6>z=jhn@X7^
z+$w3P5)|1|7Qb4j({xH4MKc{mX#_&LiVAXIKn5RH)lQgdnd--iV7pS_X@t6$B`!9@
zUt5hWG1P~gB#pt$(tBq<$&SEoCNrGI2$_f+J%BO1U>@7gnM{L{eX+8q>+9%hrtRLf
z!O({jO3z!1LlljQX4@+OIFMV13KS%it;HmgNdvVv@7uAByKUdhkvIo_6p8K$!8qPG
zCI)AG%x@UsV9cMlbCbCsk+3_#f%zp-`u_lTPcPd{sK;#2jQ;=^lOzb(fjeh__a5YA
zpSUM~f4t&M!k9QPW7zB<!OY<K9v~Ru895jk#s>S0WbQvN85}9^{g~;u=+5Jj`BT6o
zM0xtR!5yb;2<_fP!|?~~VB!hie_@k=Kp^9YP6->tLB?Zzp3rbTq7{R}0yo4?Bk~bD
z?~q0!M%*fDEbp8UX9h4o>KkN(*cmaO2eiaz+i~r_Bmv$Wj`@Szw`_OBZGsQz5+K0H
z2PA!t`%h_zm@$J2kD$kv+x$OAwxaAl-OkwqZzLQ@Ffs{<<I$I$r*RK3<BdAnx{%@u
zn_3h<<f#Tm&~q3g&mKDgCnLJEFeGEzJoxZW2}A%f8=McklLOd;`S+8;nCbgEbomC|
zHy@Q{ix#_LrJ--sEw;2ckk`$r2`sH92TfZADgYktr9B7xXh;*p7u^VlP;2z+(&J77
z=gE43NmwJODvjeHh{$QxdFXQ~M;NS3Oo^WP7!V>%LGixB1dc9S4ym}<mJrguVvS0d
zDBe*hAnsUM3iMV)o}_}65<-xp1BuVq*VcOGne+PGJp6=1+vQgCtvJJuH2ZEe>uM=+
zw-Tf{g$a}?3IRw^KiMhT3USAtJQ4vt@_Y?}0QvR=@tf4%o7Ys`Xd#P(ZRJVnZn~cz
zNN`6@MLdu{iAaS)6w=9zUwqS7D-*xxE&8;jP~BreMTJcCrO6V@gl^jRKft#VI*e4+
z0OZd7hi@JPU=I1t3~)?D6B}-Q<Nn0&-gr^`_u6s}{ltZ2d*lp`7wC6Cp)h;&<eXp}
zt7zd$WmxPx<VOBuU|{y~I|0KcBk9gY<Vh3kV3^pPVniMxpVw$HlkbS~M`Q0X!3GQi
zIWe8gfOddH=V%i%iBg^pM49&7813F57#+k+@Ja81BxZ9F_TL$w*RuQlw~pY%#K?gM
z1diLuCLo_Pw0lSx!I1!t{_v;kr#KrN;DHbZ!`w;OlbOKanaRwE*zQh!$GOgNjLPaG
zKG+gWj6{G=Bw`2y?s#9UW=S!Q@dp_aL~k=3DNF;f&UP>lY-T*pM%czU>Tkf8#8)Y~
zU!ZUL8(wNrr*9WccU640Df?C4vX-uvzQ?C+O|)w5v^9*=xZPE$&>N{O2y?6`rAMch
zK;S?T-0U!OANC&kkQz@)fk7!Lf|Vx(5M)AzL6OyiAc8`;)-L-}KJ$cH4oz1`HdRy?
z1zDXW*CMUY#+ZPtis^|&atA4s9wLbFiA{qAv!Z&%a_CL`!%%HjaPl&YnZJ%RIo9sn
zN3PCEAVJYiMlWOBkzgPJkX1J&1k?Z%rl~lSH`C|DFT=mX?>cUjw@TeLS#YSP(=^uV
zOU+H!P}^(mZl!fqOKG;+xKlD(W$KTab*hS2nE9tFx&dWLPaiNwHZUS~2Otn<u@e$A
z_mj5Hf8&?&ENv#rIiXwld8PR>4xiEg05~bjUWrM${{Tn-021o-jC!K8){)ifb^SwF
zj^v5%Gq4@c+h~Y5oRP+tr1nM8V=|MDxF-^qW^rOjWD$D(+H4YU+j~|B^}BMm7b3fH
zGHuFY7|4l?IlztE>36Q0N3N1qT-KXd^47fD1ZRzW%}ztxv9h;A$pC^ZQjXriNl7m<
zc(TXI5U*tplYmX>2$En<Ff3CY`~LtSOyfO)-U727;u-ORVkQRo8;zoV(Ifs>3Sf4T
zn4J6I4&!dX8NdUF*hEZjJ>viok&%f5J+T(uam_LPt&ZQHfKPl8{{UH;KTW&FV<6z1
z4{twiA)V(3+9q@6Jj4SdZUOn9`6fvoKZZBoY>dxkaH#Y4`FuQoxOUs6L=NP4kO7Gv
z(-9*i1NX*wCmp`$5fP9K&T=Ce0Aq@c1)Aw~QUwhY&m@qN_dyitk_XpNuo^+$LY37C
zB{K@*^Jhd-&^DTlNqDEEYyeF&D^FU})sgBfbtzCFhFNgTl&=z1IQshf>*h6&8%bKw
zfCo~R5;HKRC;_l0WZ*>mlgH6LAI0w?t1PIk{*yk%OOz$SX{pm1nWsbkgr<>77Io4P
zr$?lfrlm~ubgZw^`uO1h)jD#;)ZU%6rRNAB*3_2}W>lV_T@F+%88VKlbp2TRQW9+&
zo~FFrK}B72fr3H#W?_avgY>B_q$$XiPpq|^$5a3lq2Ahg2Y&ZgeJv!9bRF57_j>Ko
z<^$f#&m#Qxu0+Ki$d3T0$~k`D+7LF~6QF*RdV}cZ7l2r7ZFi%3p$wFnu1NV8;@Hqb
zEG!p~>=N-nl7JI00b;oaNUQiE<rGLFZk7JbuZF%rd_{bC@+Xlz;jVV?p!MD7S~YpJ
z{xs!{%JkTIbF8&hlFTkv%8DwwO1rJ<%WJkFH1`&2svW9DEh|pA@TYs|fA+?H%a4Lz
zg`a@_VRMt=&yy?Vr!aJt{{TW$Tdy?S%I1aokv8krt+m_l4b<87o~qTh%Eh^Ba;BP*
zEwOKLm#Py`s?{Qu6z+U<a%-Ht%J_WdR+r}wC^bD^jOIp)sjIEh+M<e{hO(;BS6ywa
zwADV{HO`i{-Bcd8S5{KHPhUw_Nl?W@jMP&)(#j9gPO;|q#Mj2R!~Lqo@fYz&%`I=E
zd9Ta;4|%_6Y8^Mptq-L>b$0q)Pi(72ze4iX$8mZ4MfSB9YDCuF>YA#lp|qm%)y|&N
zK~GO!>a2v-w{+S!7~Jk+?Sxch-SkQhWjN%QX!&Pvc-b;US-1xb6iERy#gi$FkR~PI
z+;#mF&>cb7`-V;~!EGAlNES)S%p)NxoI)tHUB_oYQBhKy7dnfZfT<9p!c@dmISM>M
z^50ckS6c6@TT=B)r2haL&aKq|uk5F&s3kD~1eAaP06-J6zxbN`OMVmh-}x}D7XJX1
z`Pu%EX#-Yiiy`2@!%m?5Oe@mQrSg8DKS!t5dJY!mE}COU^A}y{>Lt9YO)sr=Hk+ez
zsl+<+>8!Wf>s>mkU1_G0>xycb3UO_++E%i%hSHcw?pXNm_-XtcRQ~`?s(%m^a%|tw
z{blO>!DfD2*Zc$U^53ibp0Awr!evv^CylEA0K2aUR4vywRk$}2QlQ~irtaA{;?)2n
z6&VPGddT)+a#s!qnB$CqDC{3(*|t3z^jAc0$qh}6*Ue51E_r7fEu0EowOUs1dPp64
z_VdI8+-zhCDiJEi#*|w{nI(<efWoPYbc8;C_nZmZBw)evBXCX*NzVZ|kvn&p?tRVy
zIRrpEoN*GzO4O1;DI^sqV+5r1lLj&Uq^1OtBuIjN<N_pbACc{d$)D7NYIUwY9lHCg
zXL%j*Wz5b%Sgx9HN89w3&eM0iIeVyMQ(JD;t7hQk6&=0TDc!Z+?CU}oPeDo)hYO>r
zpg|Hr$9(1IF0bdNu4`FqHmwX@DeV-tHYx0sl@xaRdvz5}ZCedC)m?4EpsiIG3a1vg
zDwbAO00}??j7<~1CSU<Od-vOLW47wy6XU$e$dSK%Z-Wz@ZN3c)W&y0ji-EjTG^U*t
z#c?7;@a0mRq$&81oMh!pfMEauFcbhpcdH6RRrMZP$Bxr!E6Q=@i4v+yM%wGT6Gb#p
z1FWI~k~|=86jX4r(IJjvBxMXFDMuLW&+IVx#N=<mFUC%y=7+>Kv%Ba{UTSVe>i%6h
zd$wuI#;d1I=I^X|cc^X6UTr#ePikF8yHION)xKY`P_bIw!k&ORR=aBJ?bZDf{kT81
z58!9x$Kk(}+6R&vt5)Cj-jwHCTDGnGo{QDGSlINlS{GE=?gdTWXsN8%G+r+kiyx*K
zsCwr{Y_%b_sp)E#>)$G}2atd3GXr?UnFI{|BVx9U=1B+j@jJkt-M5p*1@50hKfD=U
z%P%HLb|gTEqKkwGz}=lS(jcmcwKC=t5pxwxIVczkLf{L=Q`X{%45%t1ZXm`n_`3&|
zGrzyt)~+huIatd-IYzdww)6i0wR8v6=mG%`um`HbfiVh92$?WA`a1sr!NK@p<PXHg
zyZEfM^ZSyz2b>m-H=_ApQ)5=T(~VyfrmL<xgH(!xXnphO+aJ8MZ$fI+&`oVi7O=~2
zB9PZK{+M!C;6Ila-d$*2b#m4mz+(5SbcUVOwN$ptg@T^U%CFYCOR6b_8~S>#t>&3-
zr49b_ye&j4DN!9dJdS7U-avCVnAQ$d^IMr*p}yJmb<a%JYQ9_Q`~HclzKs{DY7=LE
z_x%;PTHSSYHyR{dsGUQK6jf*ybit=UP{BR8qV+B|=(MeAhjG&k!2&BFX6~DVV>gmZ
zn4$`#qDq_$EtE$jIR^>=h!}z(H@2&KIck28+IEH8da#UT4}By>Ak<|n-TQzOv2P|s
z-k^utY@wOBA;7#xFA-Es#se1v+z<RDKZS3HuZBHM@QBC5_a}4@D6RUxO>>nxikCxa
z`(2GU+MPXi<?FWUo4b^kM{YMNnj~r}=4oBIStyyOr+m{;Uav__O}kC}%9Gy$W+ZL7
z@Nj!)B%iR&oZ;q|KDozVL8!UW&Aw)HuBP6@l(wBq%syahu47fuQa#Y8DXA_RqU(07
zw=m$RVQx~k;|+q-MMzgddT^Oa(fmnJ>I0{#BuIg@{{RpKjiy8hf=?TTn+pEjwxc1X
zB#kcpksO1G0}947gD&;Ul4Q;fqQ>PWu@M6t;wA+008kJpQE3oUAxdKjgfo#G_=t`-
z-vAp?G1#BE12eIZ1jJ`2-?-@aEYIx@{{SaiZ~UEpC;bBa3WNGH>i+<eWjrijE}z4N
z5A=us05l$l%KBoMAKrRJ0RyL^dBG$906xJGaC5Ns#Cr(L;s<lNAMug!_hsczEwrWk
zTmB2EwC0A>8hYVvsngn<(-#XZl9Jf}0H<=Nv^{82UwW6+L#wZ8v+DJ&ZT)IapQ|rr
z*+oU3Ce4n#j%fpShSE?@Cz4{BP%wj%Hf|+4Cottc&|%;xWTFGa71`c~5LQI><#xBd
zb<XI}0Odd$zr<6v(eCMMS5V`$<>dR7WD+8gOUg;6sxk;9o*aZ?W#=k>6$l^+n>@o`
z!;i!kpw|vFs(E>>=__w~f~oC6scZE8akW#`)z`S?;=Zo$OH8|8TXhPlTfwKjHB@yr
z2nI&?bK{s+--nJuTx#s06t&bgdTlGCY1{PDe;TT$RV5u*N6av{1p-k0=A;FwZ~UW-
zE2-+1%D1-h&yG*)YHRXz_cU}3+Ucknyc!Et7O=F{U1}<;*{V}C=%9Y&{n>7<#{vSX
z!;dJ+o_WQEFODky();COT33}8W|a5H-Y<H#y0JfBplU2MdU>h>;Y*1~a3cF&q&B21
zEk2`!1=BR7^NgLvIjVQXg>Brh>B2`dbi0KjQ$^Es+yi#zcHmV_*V+<`c=I$!r6>Yq
zQDTtUP{JGjx#-=Cpp6e9VBd=B0+%dnhwkQ=eG??%i-jGwZi`hNM5v+)tSUS+<(E{c
zthlI=&X|;hF}ME!_9Xt>&xeoMt;vpN^2?t5x#wQIx$`TVwLHRI@0E7_4|HzRY+jY6
zwU#Pv+QV1qwN_p#Z<gkrb!}cn676;CbS9Rz(rK^!?)|hMA6%jRqyGRHbl(tsmC$<U
zL1_v;QfU5NKTFJ1+9|bN`t7D~n!e(_MR2!RH9oGgT9Wm%P+F|)(AzHVQ-oQ?Q^-|q
zO;t@tCE^L+1KSb(<Po$CjF=K~hb6gTS<Y@}>0Vk;U0JeJ>WA(Pi>uU&uWp5#U7F*1
zs(Dn6zf8BvX|1mWG%6VdMI}xoB=LWRp=#TcQrGE<;iJ%G@x+s(uCbb?(1{UeN`pj-
zCBkSo0pKA_VddncGNL9PDYvb8E2`*+gMehDmC19;#oO@g2)bz<{It8a(Xq`4qoq-9
zl8&9Mf+SIOl5Uxl;!#A?D2QVL9kVAm-#eL@5wI{$d+`vR_x)mb9>*V%@qrx(=kLHh
ze<S&0dgfbv&SO>6SRJz>zSaE?a>VDSc)U>An{|r6=`HCi3{>1H)I!)~xPm|^P)ItR
z$xc>XInB&nKcKB{IZT_I<=dUbwnO68X{AYWy1i{FXapfW3^&xUfl~cC7D7}3%0*t5
z#MC3(iZWF<5YeLKk6xJvZHnB?+oa{ePLsCiE+Rw~NkGD8<Krn)6PQE-!PLza)ZHGt
zBkX-hwa;x_@{z1%*hZdG7E~NYNIiKT(b-<XNlHh8YCMj5fr@89swQrrs+wis5$#vN
zC&KoJ=9k0XhrGGToh7d|HR*b>>#frHr0jQkl%kthY71QpZ(T2R&b36^Xl?Y!rYfkW
zNJ;BTfGSzExyA4is=0U0-9@OmWm#m>mrHHR&2hEq8!ansS*;Z`G#1MGD#{Ah>ClF%
z9k@1&qbwras!DI1T`Jurh<AFqUr3HcXe(xz(psYNq%@|Jw0aNMQr@1j`mHp#D(Y&k
zFVQ_j!rgwU*Xo~Jspv}9wLr%lr}&foqx$NnSKh3Aq;y;9C~KC@R<*xT{w;dc6%7`{
zwG7eT+Nfc=2YM8Wck8L$s;FT|s6nPm(BB+`XU=Mk&#3n#osQ`v#5#2%u##xYtsK>Z
z*&?`ZgW|X{=n$fS6$IL`YG+`GoT-=*1#7MKe^>P8UqrOKO%Gv2+wxW{WvJC#q8*DC
zw+!6O1+-|18H69PNvw$vAtH4p2evvCIlz+6%Hi=FoeYJo^`FPR{>^vMT9%8LH~S67
zf~MVgX2HwbEykX*-BN`!QpH8*O6iv>15UO}Zw1#j=Suok09fkgUoiC@!%kMz>6Ft|
z+pl!0EZq@VO7$gWvBa2FDyga)ZPqI`E_#SbVYMIu>Z)4J)-T#6@iS&hiuDbG?^IfS
zmMgA0YJ!rckxx=NN-AlFoi-LzP|}=LN)+=|3@PL#rLd|cR8iDvjq>$&)K`0z`uAGx
z!s~afskm3xJfK$nRa?ubea@7Cgata{x>{@{2uVs%grO-&>$^0!6mkz4%G<VV0%OWh
zs@dSGE#J5>307T3$~0<ZM5HMS0)AqK0{{W|ON!&W{^oCbHi(mzy)`oPx!Ik=H59+*
z&2Tqm3R0%CM5CU&bi3pZcS<<tF%Bk)l_IVRoks>q35x|C?)Rwe7P}(qp41o1wZ7GB
z^jvh*)ZDIBY|&A&7LvDCUa57K!eLX?6VkFk<LRg2JK<mA9@oliO+DXDSgtK5sn%Jm
zu-DnBnt2Q%4As@V?R|Z@+l5-L4Zh3oB9*q(Y1|=eTBDDcOLa|c9d#XTwQn<UqpPN>
zp?aJW`&Dc_hbdfdq!oIt)Fq<O=~wSUU@HmZ>{Ir0{6t=<J|1*sgPlm!7VFg`RqIvO
z@ocVLSNYY>x~82freTL_ouR0uTNO-JqLnFI&%Fw$LeW#j3F%iOaz|PbD#H>r+e6C~
zuNb&VWnY<4L1U)rp;K8gGHDc|nxIe<<zoIY8-#6NMcYQqyKd>Gw~VvcCaho<dX$nc
zqazyecGeBb)pxRKE{G_oI8kCCR7|0hZld5MMYDwoW4mp+=<EG{nZHx2hO(8$(OXFB
z+f%epI@4}2wU(T5r8N6WNe?pO+gdstD@szXE9nAaM0eccB6H$ne2>m<o^iin*4)X|
zdZOJ>^VYh>+ml4^rtKrH3M)Oj+~cFv2&rwiou+%GDru+TaVSwCSn1mKtxcr~Wyk5t
z)P|DTKrJYO;Y!r<+x^<QR<g3U97=&oQs7cTIOP=%@v}wLOjCBVWE6Cd0H##eGDI?j
z4l&{>h;cDQrrZFy5fcVYzD_h_A3HS0HOM}SWi2AsG5-KDC57Vz9jc2rLZT%qN_K|i
zO<rO}DrXb%5QQj|0=!^ub|B_66SuzDAIfCYYp(XoaQ^^4t*2#B52RL=I6=rzX(YJ>
ze`us6Pw{7rIj%XSYSQ+ayUwV;(P?`%Fj;adT4B>2Wwg6+aY>gQ0HrKZrL}dWDG#hA
zKz#di$C(<J;t!fP%iRl=iqouA3JV=G)ioc6TdlOA45FZiRG^n`3TW4@DM6@Oo(NEJ
zZ7IWSX||I}Y755%?I(+lYL^nyAk5DSX9g02O%W$Ku@zXw6R2@2!bFoN5rjnPl-2#w
zcQdw7Oy)?AoUDJa*jFkh1i(Jp${T@G5TH0IazQc9YzDw#FVlSu#+u+*`BkCN`;8&6
z9B8d-aYZRW4Y;(a#dNGErAHxV2nrm1a`PwPXW>Hs0Lg3RJ#WJ2C@)tA`F&q;w9?n;
zOI1ZhPN1aHmFb~*y2hAh;PqRTb!bxRSgb`$^=;7Cm%k99w^UO627bxi9c^y=%pEgJ
zLNx}kxhG9Irm2xkZW@BQ#G>-m^x5t0{KaAzq+xc1)VoJd6zx0>T}MNy9Cl~oSC)Sm
z`m)cY*{$b4#J4B3y|#l;H(2v`4Se36xl-ynN=tiI`oUjvwp&|n;F>y$B~j5<C3l)v
zD%q)Oshe6CL9ja0u(9uh!MmRpX*A?G3x#<1C?b&sh(7^M7H(ZRQzCB1mdcpsUyQs2
z0vN$)6G9}lt3+*^`pv!}QM)B2Bv_-S4W<~OaZDz?#Ln4l$V~P^DY{2G&DNC@KO#+n
zG0F<2WfV6hf0LIfUlmVM6gcHeZ#v4*gqIelnp%*!^!oasf)7DZ+=55cZU*%0RA@`u
zg0&X5)g?4-#YM@~`%|RDIq5x5N6>nTNfXBI{80Qg*Ze$a`&O;A>gqeyHTzOEr|TSN
zP75u`7aHmdrPx%L&DQLNFymI5l$1866orsb181c?`*ChMwJp~cw-jY-aY|Cudljga
zD3}5XCN_@ze?cHF2%DNUDOgv8e8oekiB}>n5GbmFxD_WU(nu~|6LjNDxhR2yARsly
zdXc8ro|D~9?CbIoTYlhbgIB6YEc!A;<!1dpdo@MmJIC?rim47w$aH=KfyiJfiX{uV
zdX|#jg3g<_ri=K2xYdzSa9LPV6r=)6OeslHK~g%10w4^W_wcdt4N1t}WLIjvUe=}5
z7AuyNxarquZ7(rZRKvA5TSd;Esft^bbqyFxE4Mn)LSJP;H7;}>l`Jn*`xt}ZXKdn6
z-1d<Zk&)bPO?(&pJL*nQ^6OD*EfW3O{{X4<HkZ^FJDJsbx{XG<_hzHHRD8WPzV}CO
zX$?D6TMddrl=K+{$vTFoT$aQP2V}aL$vuvqI+4aoEi??{Wcj8)8t&QxKtKQzoQE=;
zSiuA{i?h)uO7&||wI9ATc52pwx-{t)w?c1j=P%NY9ydVE7T|*jd80cr=P`<+3${tP
zqy`hNQvm>V8{+fg^Fnj?LfABJjj(F#X|`(GO-or>scCGqiE%V`Yt^x;dS>l+tI~?p
ztGe7;oN=^-wGg7LVE#vZC-X0#)+?r@(f17{Y_!^L>#@I4sjhcQH92r*hLYgxbnRO#
zcb68H>FeoAmbA4BbR-NYrw(&NPta)|W^)fp+Pc3C(>mi;*e%^|7nUe&*ZYOGkg3Iz
zr&aRwt%W$URJBTpD&us%5WX)oFCern{{Tko8wRer8=kGI)U<VaW|GTThSOPPvfACI
zscPwZvneYJv!TSTwYrj*6c0&BD)7CHkhAOrkkc6TT)8^Uo;7ao4;K_4oU1uh#aTqk
zWeS;!08T6>8R03oYhr=AEv<3%lXm|A($?l_6&8ybNI8i}VHha#NLy$s#wnUgvS{S!
zwo%GTh^#3A*Ep0EQ9fn^1!_Np{&MN=X1B_U8(p_lYc=VXb&CvX%d1JEU5Rz>+XZSX
z@6Fg+YtXG_ZMc{H5}u@V6|9h)wMVMHGyV;%O?=<Y=<O?iy9NVwPH0V4Ls@n<^$w3&
zhczFeQoDT-DfLQ0Zky>(sDgOSns4JTl{b%yMRQ{H_}-M!zvN-=T+_RFwL4vMZsy*x
zYf?7*v|4pnwFaJTbuFdFTzs~Wq^u;ZAkls}z9qRo&JJ7YttHEyO6H=uQEQq#Lt5dm
z>I+LW^c0pILvB(-m%ClDPPpw&*_myWEc7;3Oazr{=+EEMQ&!Ena#-x&LP;@VwZQG%
z8@FwmyfGI#z%Dt;#J4kb6GsUwlBX$*AXA8(f)+ddH}r0`Y&}@j4K3ICyL$fswXPZF
zI%x|Js4%edvhZmy9D@@QG#IqJ<Vhmk%g!f^p0q&eA_h?&6qW;OA22zXu6kb^)H?eA
z09Nj)6ii!Ltf;1-qGhU9UwP)Knr7QcM{e}JN~fIZEimU>i&AscP5tn@$_sV(pV|i1
zs%Y&RlS))OdwR0pTEMBMxh<VLcY51O?YY!CilD2CX&x<-<3+S7OC=~NI+Ja-T<>-C
z)~hYLzU_0ZaJ5Hnwo*S`UsmryU#Cq;NZYkF4s@kTC~dW<r6j@WBxOeI-1g-lrPS3r
zUzvIqo{8qwOL)5J-A$)yY2JESXwuwkDCkp6^Swo;)lX8>i|Xh~h$I_YRjVO}cWyCw
z&JB0*ZsVf}fstxvhH~9j$STRIMnu8LP~c?2xD-la{frm_xa!WBo-OeUsy7TA?w~NY
zZs=Q{>|RAT(&<d66(-J6^GVrfX+2ECAlVT`(d3j+4wAwvfzvSOtlt_OndKgt_;}X3
zhfeb2L+N|{o})_s8*$V6TFqpyO6v7(j@?$mpSID`yy9G-tg8;C<)|zPP$#609L{@A
z3G<PXNX9&vjN>`jYv(<6Co!$Rf%6krYg@e|rM|ZAx|;KNpzCc(4LDk^t*GfOgtlAj
zW%RY_p-CxIXi%^o<?^bO%hnr}HEktBjV5XwZNEtlAM}cOpr(|T!jfDa4Y&tU=uv=h
znt5u;+0afSCFV~y;YlYCi0I<r+>{k;(Gs>OxKTwoN_Oh4fDkVd=D~B39sAN}SS>wp
z)HvI+%CQl!BU;+gw))WMk~J}VBGOW2>avOiTUL#MMUawe#011LqLT!K>TvK7nB17#
z9lT5k@9zMEkOcQ9j-mWD{BZK)lpLSae7V)SZ(LT~bmO<*PP<Q0*ed9%TDxEFcgB*n
zTy+hmp_R67N@c<rbW34LQi7mu>b?TL8-<a&Rp?uTR|jqAQ+KzuR<dfPPOh0f72hhm
z(ru+BY84$HAX?8)NkQp9Kj-N?L6QOA$o$UpziE@kw9;D2*68UNle3vCSQqRas#idh
z1x3Q?NTAtN4%OSCIXPr@Q;|?iLx_XHoC$4Nn>Sv+;Qs)*t((oX<%+DfqT9C=D>Who
z-Nw`+<K9~GGL0k<n1+WcD}%M67H+#UIU)Hg6szz6l}yd?1<cETIC;OUxs7U|t+rcr
z6V`)AMRFA4xteQEpS0N<H6oSjieT%4+v^mx^T|(NPgx+7hG(~oWPt{8+q42>9?`<c
z@7zor`|MBi?r|N=0U~2LlarC)c^}RvJX*2rTSc&A7|ep3Nak&rwIPfrF&i{QjnE;E
zVG|rml4Sugghav_5y;ma+}8}H-Ev$PT-wBOHFM3%+%oH?kq}LJNvG~4q!vvCz!OA@
zyK<?@l3)Z(rUDQEpaEMUramryA+&y-w&_hd%zBCo4W5FY*=wR+pVC#%QBYF08mFdW
zw&P%|xFxn*N?U9E?Mg}#l+V)~d2)Y{{LA>Azv~+9J#?@Ol?6>b<5OMrO?7PxRTbKr
zs^d_XLAF{hj=ND;Q%7F=sZA;yPf3WLjy2CS8yN2-2=Cq_-Xl9m<8{6cz9saZ!@Xv_
zPOq}+JGBn6YfToHrr5SsRZ>4-UH2|Abh+AFQ*SqVSOpawK}|tP1So1(EPI#;3E3+W
z0xXw1j?8icSk`GO{O5j$X*-cft<32}+bZdD^OZ1)p~d!$A_ls2rsRy&ZAa7FSJEF+
zF7@=5G-Xh5X`8BX<2!W(ZOIPlLMX13k|aZS5{)7w)fO#NDO#8l9$I86(!|{K_;uI6
z54D<llUvnk+SKZHu5Q|D^xb`ZZ7Rj3$|mbj>A2dhH7z=i#A#HNnsSvT&}LG2z_|C3
z8=bM38xjWiJNb?`ui~Sgw4W9i%>ilUR*BbjZs{6rQuCA*7FKI-HOBVlp9^)1Zk?^Z
zxGCvdv$P&s-GH}-06j|79Z$>ceWKfC&1IrBev@jc(9J8FmrY)5NT_$AP8O-xbfKh6
z&IZ9>LJE`+3Zew@>a*o#ok2u}+1VIf4pVY>k)U)CSOBjb5wVKYt0-XRGff3f1QP%l
z#{66fONiF{I?ajHOU(K)-xn5<MY)Pb66q8lzhWm^3MFY&mX}eJbc_w>96xA@mMUg4
zNuz;K3{?-(57~@t-;8r~RvI&S`ArUOBBRmypO*EtQMvrDU+)AwZJxKKf%~sgM@ZrR
z(~rT;+mvgf6rYQVO>QpgU@~76<?SqOe>SGastIv7Lrxz0r7xC<30WMnK`B~J6as;T
z5<-#)`c?r1rx2mJB!L9a9sd6S#6RJzSiV#G8CUp$q6s(8>3**@2B=f?{OMsg&%-)>
zNqeABdLR;>fZ6CZCGMOZg{e_mhchWIw|kY+4WXl=+pa<bIA*a6nRlzpwc$iNT29E4
zY}GlI;sE?!A?+;zai~6#-inuhqa}%GSuA}^RvrAM^K)JDQSKZXcKVjRqmqw+j<RL>
z&rC3{VU~2}aiS?Q<s3wLoRaXrm)f1Z6|b~Dv3Z9o+0uHuO=@RpndlDGw_?1}U0h+J
zwI#6Qsio;hs6slF3dkIFE1KW5AC-E~mOAH1SahE-S-ooAA*eLd4&A79;}*&_-)&Vk
zwLbMlE~l@lai)<{wfz(!WTpU43V9DQOm8R7L>Qf;aUv#r4&HJ}>H=W?aoCU}`F?mD
zTNfRPZrxHbQj-nbD()P>W@bgoh!gCtM*vkwO_V4qnN5v{0%GTcL@SK6yV569w0hXQ
zZ5t*^HJmN-k<y$^>`Pbc<wgs}9ac^k4mPTpqmz>%#$F&Hz<_dq*Pt>9*hFuL@9pGy
zj2PigBW!QmxJ*Gl{&NF(;SaQ8Bfc}S{{Rhv07g#$1MiW)xt)xh&u9lTws$I{e!jZ?
z+K5MdkYGuZIFbny{DwdFBBvrIV3;`1+cVlGKoTPy26Avuj`9RzWa0=B9zl^j1jaLw
zBxYw3oyU&;J@`_XGBQBU2J;x)k>5DU#z%D{X_EpBow9fB5>Dssu;S#?S~pm0I+v+5
zewEaEs;-$Sa-x?_*zR}AiexyYCAGfIwvwsVkm{18p=(MKr6oyBs1d@{nm1Tz%9d$0
zew5UjR<5PBxlK!{EO$E<OYOFxmlne}I$Bp<ZKXJrt!<=)sYwKh<Imd~c8<r|oA$mQ
zF3ZnLv~ck8adJ4hygWZ^JUHRsINq{-$ur%Z_uUem&CKO@zhHIUoZe?AmD~9}mzmA{
z9|t#!nf5WowOgd;w*LFZ-RIh1hz1TPzyAOM=F9&8i$;tzW{2?)nbrRQj)Zywr`G<L
z-u)9;Q~TbNZ4@OQxgWXo`hR!RA3xF#+ij1|BpJj^m_B@f;x;jX+cA+CFlRrm#zbkF
zhh+Nu281_y9wU(^-bb{Rr)>o}4c(#0IvuH|N^aH6;^%#nq))PLp?mr=Yw!3uY7_hK
z)dX)&-D=3&Ar`F9aT&jFlZKM-1Yh?=))h;-J20i#!<dV;gPfi)e!D;MEz94BkBR>P
zh}B)~7pt|8SX6S<Q;j1}XsJ~tb%#hKT$ZM*Zg#3)P1@_#P(F=GU#x|dBl|;FzA=6!
z^q<5{W`q8SS+y0WgGRHdeP!xKEtK_DZ{OEpBhq5oa=NyL*=oq1qUA?XQ@=_`5_G2k
z=XgENNGJJD#GQcfVj(9WoM#!5JIUK{H}W%+$C?*R?bvyEtBVeuPsT+sjP2)LLL}p{
zLL&p(OwWwuB8xIh1}`w+Qy52x#ttFL-=3Bln|s-Jj+p-diXt@P?Yu4<ux->M+c<k1
z6W9CAM((8N1s3iXYR-Mw9W?>7b10HUPnMEK<bfCiCq45c{{TYmAd%bH`C??jAIOui
zKko7mc*hm1KAyT?9SEafhI+qwRPZRLY(!5~9<_oDAstGQB>-)dX)JnkNHi;M)eTiv
zbjlX;60#N3lu}X3iBTYqwFN0S9ZkvN#I9niBE_O^mtcqA{{YGKN2G^eLG_(Xq#s3`
z7$QnsUqWa2O7R!lwc2AuHR#hcDy}6UI2$Q)v1Aeneew!eNhL&~Atw-)h}zD-YwLx<
zE>qi(t9>GgL2)VuvE&><a1t2@Jwdos5ESVjNwCzVEcF!`Dk@ZxRH96hr5uv4?Pdux
zoJy5(-t|@1_O&JVi!`Swp{G)k)CmdoRXtBC2?|pFl5mtG09&YW)|QtVTH0Dnp-rtx
zaU>E6K}iKFGraeYV|HntUu*4XhuzV-BUkFisa*`zxu$g0=K6|fiW1;$_1fsFlGC1<
z4g@$-qJ<@0B_tC_zUj?FrK{Iz)Yd!Bow^~UI=gN5*<ES4A*GdiZmy2t%{@X}aG`xG
zQ(+3|AtdykJmq-M?heq7o1M~O#G_)ak(>~_eWRiV6$%@M<|qc?<`t7x5@iU~W)_H(
zMj^@hP309}?Ksuc$%B@Q<Dw0fK1gujBBnM-V8_`UdpCY{O(C0wEgi{#o`kBQkczg@
zK>Av&WF^!_71X~}Ko~Fp6HR5UKrB}~Z>cAz<*VE3rYa;yMRQPEWg=w0-&uhLON6R|
zBe@`M2c5IH+72_hn3KUKW47{l9@r3L8+Rvu-ipRmQl`;gOxS(OWjjn|NvmW0;+bg&
z_>0Z;HiVG`dYuX*>VhYVWc!R@Puu~v@v)H}B4de~TKdW})k{$8Bdrb;rAO0Kji@Oq
zTPh`|3KWE?JxNhQ(3KCUB=J*f=Rs3Hi`&b~SSdAh4kC`B1eKEVn)KAe?k!48hZ2M(
zv>-HwhgVXaK7@Y1MNu+D86a=fK009elaOF%5=QDkKYT>*-?m3>`~%!ga9U}qk=Jam
zVbv*N2%)Pcn!Ko}CA5#H(0)=uaY%73v-K4#(@LD;n^{9yZ+FqGr*fUm!d*!nV8IGP
zhtjlksXtl@)1Tt<sQtcQ525n;)U=#I$OM2pOpN4jyptbo!vZEC#^7vYB<<%p!8;E=
za6QI<ib()@i3T?!aU<OIIUxT4aomXSBPX!V1RU)uV;w%d-+%W8Dm)QA@iRC8K>mK%
zI6mN+lb!p|iIIV~=sS#&3C8EZfieM{<YUQ^f=KoOB#?h7z{c1jM~U2kV`v3VzCsw^
z+xxoINAEu73GF@nOhLgpJMaOwN#7mv4{<-9M#IK<hD4Az><Jz5IU8qj5gp@z7%@8y
zvQLo%ef(sYGB9{hKDv2$_<XTZZ7@hN6Q3WZK?Df~HUz;i?T;Sw{QLd*efNkR{{T1x
z?SMOsZxh4%y#D~~!~Ogz)8-$jJ++s4?qi#J-^sc&nC<v|9zX3npKdW3nT$k$e*M9o
z+mV7K?K@?@d&l`)*Ag-KqagSr@cJz7Ajt!G13Q@G5&{8|PJ8z6;ElhO80<&pkNG6O
z^<@75<qEL1bNwsocHjPR??L|n{E|n1t@hfSl6#Huxsm+GY+xAAxjRng0K^%{i5mmk
z9f`q{#BH?e>h#!Y$Cd#-4K}wG(vu}!C<N^tM*t1ToK%IWOy<6(o`oQ`N*1u~NkgEh
zI^8oJWoZPEpj3j9GB79fs`NJV@bLEsj{f}QepN}w>ShT);k?1f1|~a#Jz8n!)#<X+
zj;tk0C~dN}^rQ}=P?VAY1Y}4b+V-FItyJKKsot)4q64)n3^12cxl4#)nNy7^AOh3t
z5rAVnK<(bO!O+`@q+~5?^eGT2+a92Y5}!;53RD4<t;LBs;ZH9wtbKLPE6`fYWj}~i
z)6k?A<+ZEUsVH?MrPk@#B}+uWRH-E~ClfIGwyJUas&}iM2#->!ev>G14i1&J!#`7v
zEg*F^`+)5tcco`+&%FKPJ<nnK4itfqGY~uD6W&M@F^MFDjnwPYexGpse!Qxv?cTY-
zTWP^c&s&O3JrX`yq!%G80Jjb)Dm$faD0Oxa2NcfO-!qaVc-Rno{{YrN2pp13_ker*
z8S#me6CfEUf?_r)jr?Q3bD7B?ez{ZU=k?+6_=fw`Q@Jt#+c0n=`3x8n_mRSw+kLT^
z9wRe25d`fU;ThT^8=d<YjK~s5@^}FvAPh$5VUYs^zCam>I6NukkJI7s>p>)q^AR2g
zZ@y&gCO<It+iA{Dd`{=I2|Gc?W*^AxPIHm>p8H^ocf^^2IQBUs!ID4k-!YX>*Xa2B
zzW)FUizmMS0DO=@0Lk+t7?Tnp5DMBP$MW;Ph>0UInVtAjF(fJpj@`^{FmgPAeD?{Q
z59C!KetW<M2>yBDPp@}Psgg+je2+Upgvrl-!y9mkj~T~+F^{;BnKSvp;LiBTgXi?Y
zn9Rq4o%l9A;75W<AdhX;22a0^6#Dx8+fXNewB&=|xB?(dY)9&N4~%EYjBIiQpFP0Z
z43omoZTrcRF}5}aCU=lLo(v3ZU<`ZY>;^HPY1_J^_3x0!v-JIVQ<IQJ;D{L8z}iQH
z@8Wn26STn*h}vWsgT5fa24o452{W`t=6gso41=^_os46@0Fp?U$S@8doS%OC><-!C
zPM@!*-}T{9Y+xjPr`U{S?-(<_a|eV<v$oh1?sgvd*a<&l(oF1QeT<Wj%##2U+)fDF
zg^~e*=Q-aw+5~?WZJ>7HQ&CAI>_6;#V-vTLx3Yolm^hEf874ab1bG<QZHz?EjlU?2
zOo9P30PIhG(}^Yk+|2JJc_K~><f&fFKK(Puex27Dd9oJUtuLWtAV?`9F*ukqK@g}p
zR>!WXt6Ka&QMA-JpG?)3(yD5JPfS%Z5K@k*%ZN#6&r*=eM^VIc+A}2J_wTeA-Y0x#
z!6yJ2$q*(s6W||y#!uv@*S@l~`$3^;HTr#NTWUyj(H9b=Eh-WfMDZjj5wmVA$S{Wl
zrLl{hY1SNZr<+@EAw>&q#3>FSj1aVtm89YbBY4<xaM-m~%Eq9E)$>#(M7c)kJpy+u
zFX~e&BQlU%Q9VmS;6_SYT60}emm621aBT^d0G8{i_JHC{ik1P0Agvi8D`jMWrC|bN
zK1`kDM{VMBje+-($I_?6nbZFO<O7uAfLnf3{F~_i0L02ZThjbX@ER}0K6|9}df$kA
z$F1xB^RKI}Rn^DNRr5_;>`qNfW!hCJ`gM&378W}tW+kT-1Qy&7NIsgDkXCK-Nbam;
z3CQj@ourBPBiPqEk6?cY5%J7>-0>ZO>7DZm%eNJ7B!w;mCEFSBn7QI2oWt<$90Qz(
zQ2H)<Nq>V~%X3^lq&L0&V}eQ-va37X3Nht9P3Jt0`<8Q@n!FsPn|5@0fCM)<I5<s`
zxyWtb<$Icj&KVYy%zbhAXP^=C{{V*_PjmS%L(=`%pef6KkVnz!^z?l&c*drBx8Jw6
zdl}m?z6jXkf=QDE_v~_iT*1ijGCr;mB;q@R*zb(YNfVDFJ`Wr7M*WeaR=mS2*_)u>
znthC?B{HYXFl2CJ@bM1gxQ^r2xyEiwzGh|R`#Nnq)=m7EWJq|DZQGqH>$9eA5@j@b
zyrK^Qa#DcsmpBGQ3>Xu>B0aD(+z#g;oxpp8w|s8^Y$8A16EVOKc!+`b*uWs~zWdI0
zF%P)N8w1<7U<BkG8UFq~6^jqAKQ6iY+sdNM8O-m#@-dGSh@S9s!_M$L4e~c5?c*5(
z0tg&KvF+M3fs_9L#Yo@UcEE%-B>RFSNd_YjGB=SCm<9(5nr07u{{XxhI|JKdCMGgC
zV<IH%4(4EYm@-Dw-Xa77Av5pT5(e^Q_}^d-<020gyKbDkU3v{A6TX^{{&czvRLM+r
zPpY^I_6X}TM2wCUsyC6ii1!4MB6m65jpt~A$I`dMifm4D6O_!`5pQv&^5aK~iwuf&
zg<Oq_h+PF^Xr8D401^41@OT#j!u?5BIQjBUk+Iqn>uO8OUa~}*N=HIUhe$EfTQzQi
zXDznObtmc_L@UwVcSCDKl)7%)=%k!gKBXX+5P*a@T1i{ZsUi}Uy81{0I(kedxzu|D
z_&|@2W8UY8><>)um{xtXt8pYLa2YPv(}YW&A|H&{$cGO3uA=l>^pX!oyO!p-M#)0<
z3yujGQEa5xK`6(P^*5aII__zZREqF&)@{f~i~xq`2L}l4zODEl=btcnfy_Nmp!BV}
z;i2xD>sMFVE)<vjJ5JZ(RX2C8G;Os{aJpK@QxtW~Q>~ViLp3Z^QVDXI;Eie3nmX6Y
zTm62Q)>f+3YRgL7Zo1V|^7TG~-f6mqlzj)?w<)(7b+sWu>Yk?Lj-deb%i*)*SCkre
zlUiR(b2D32Sv5tFU0SZA{*UU*oh?FDb*y@dp@;1@yRA2=Q9!y<_*>2N)d$zo(iW8Q
zr5fgn(eY{Ve{`VG*Rexp*VVL4TJN=Xy0~hOOXwP3o~%`=<<QkD)EaiNZLsR;)}=U=
ztJ9ScgSBp}wY0?iRn-VFw!N(s`BW}L#!0s;)S?za60h16QD)A{y8^g-hG~h!5)mjH
zI3520SG0FVB`ke5yfl9PPU_X|Uc7DAZ}hRX*J;SB0`B!;Ao*4U8r8EYNM&QLGseL2
zO}Zm;DDVMOCM5$GTW%Wi=K2*)Zf%QQD8dCg2d)v-FdTr|Bmh5j$_VOL)Sy8YYt=8*
zxTk7fcA?TGPQ2rex~!0ToLN$d>X37}$vK_*=g+{EXC*mldgens%V$+n*j=<Dy4G}(
z?2Z=h_j(&L9b&KgM|eVmRW<AtC2Tj;i5)<|JpTYb;$}C91c4Fb?s0$y#PMQVw>%x#
z#YroD@JKRA%8b-l8@g@4<s{Kq=?YH}ZnjFA=%0(1z#wqpFo+I0k5japP;_eHZ))mI
zx_fGQ+*5hR%ugi`DhowBboHBeWOoN4Cdf*osOPBi`%gHBZg5dD0FX?l5wvIiPG|BX
z8Jxg~AWsf^0CHn60NO`lcF%b7PY2sE-#7=kjKKr+o%i6MapWG6?Xc~R_y#+6&sB9n
z?~q4)9pJ&o={?EMo;P<ye0+1SLFny2qHT7bUe?=m)t-XIYOTB3FVEcDpte&Yj)@Mt
zN2#bN-Eo!~ZN9ZpBq${%Nl^xLgh>&%<^daIM3bGQc916=6OP%Q;{*+$$S_HP-VEjl
z!p&Q-cN!?SoQ!KGi*<SECg_}HNl_?}PD}_02$V#o-v$kY2Di%#Q}qK&pT3jR>#}0g
ze<aKpKXVY^5K-GQs#VH@z+xPyDHbVIAn@@J;gT4lBbwf#zg)FGp}uO1qL8buqP*O%
z*B2N;X|-H#)z4gO9BIC#ls0N=7NjJpT>ym1BdGmBh3PNokEzva{)v7P7u7U>hx~`i
zNl;lPo2%uCJzZT>;~adj{r!oZ<U|OFFbu^0dqbV_K_DD|jz@Ag_5_0`jU!O>(L3=t
z1d^FN8gNE;%OWg6*;Y-+GARl`?TrDso0X6PM-FZQQwIoR?Q{pDAEkSrM^_q-?bVEi
zpt;mE;f2cY?h`{Q$;?ud%Br%b7&)<#PDx3_9pVGo3}ZD&MPmuRz@kc&NhFd<B$A`N
zl4m6MCvtJd=lnT-&o7M6i(L_^d5iGt$h|?#?Hi<S=&;{!Hk;m#w*0;6#85hIlyn-0
zQd#b|n$~IVv^8}sS*WfHqoRA~YQq$5Jn}TS9fXo{2Xpytw_zeXL=(r|m+WKJ{DSxe
z_<z^@yXKcPZ-(`&xrjBGQ+&R@Ry55cwo7few#szk@9sPDZBukS+JY+T9jATjT4frR
zDB7J<)B{*B&0I1gM-ws*fi?`DBJEUMH*R!$!A!ML9s?jp2ypSPOqoy;kx(g$6jhI;
znvJP(cT}B&Xw6-Ov{HvOvM_B%McN9^JY5L#40;DM^@y?zC7c~*&DKS+7#z-&L=;Pz
z@tN@<@W0Q0gkEGTl;06ty{_fAFa?%}QKG?Hc+;2RQ)0Q)+$d;n)K_gMc)!@I=;~^%
zcN%uyqPjkk?JLPWJu$`sFk&zx85ua(h>?Tlcfg)I5&LkyE4e%Ik@2NP&5lKDTb{Yl
z6dak*`YN8j<7~LvTD4uQm#txNyjg9Omqmw7y{fC{;wq}9VxEGg=X1EfNSe0PZZ({B
z#@^s}F}7zh{8;Jn+A+D?59FmS=y@52g<~l3iVMDGL|1NB&J-?GNDy*$7f1>_a4K`0
zy#(g!HNcTn#7MaXHHr3BOu!`)7zYLc0q7z3`G{a@IT174v`z%}IGytV&tZ_JU;*2G
z&hP<`v}6eVPaAp4KZ2fZbDKn4_4b*$=xbey>g~m<1nL{T>XNpg+bimAl`Bm>vrgSx
zLOybl_M20c4fT3OL?tRrYu_??eShU%w!df%PH2tyPQOaUa_!GKRY2#?&{ACKoTho^
zX`OMWXzN&YCB_<9>***;l3>Q>fRmGb3c^{NxmezJZeog@P8)W0irIc)Z~z>Y&O}te
zj{=4Qn*udqTslvw7M-O5ecYC8<Tamk_Aghi7tMK5(!J!tSxElMuMmm5Y;p@dYsOM@
z+az^U;vqz9X>>=&&pNaoj<9H}Ril@+w(T`%ps`x3Zq{4l_eSU~l*pr`ORmxCnhHmp
zX@*;Gt#lwOqv}aAPPMnEIhoDN?xfXrJr%1peZuj5x?S&;8dFQ&uQcr4ZxwG{D$=2B
zq^%UaZq%*BFyozRZ=jN-<yh2{h>6L9B$<iwXUE^c5!a8|?agjjXuekJ+Xk`MT0=<Q
zYB_^nc4?hWs4aFUD=l>zZ%t9tJ5H;mO(Gp_x~dA~9)&2SWQ7cg)2?zc)2Mk{mesWy
zxt4h8u^uGV6@czRcLp+xE!oPVf<(@9C?z3EUNi9+KsT$)Nf)?%C$D=yO0|brrQ&SZ
zD2YYk9n3vocJXJ9jY%fVS$C4H8iLLcZj*AIbyZi8h^CkrM-|Izifv(_F2>n;v|jY(
z$fXWHWxv}ityK$Q(xkTIv==5AbT;fLHu9QCB_yRpB|!eDbqxG1z01l<^KayipQOHW
zz1y9jU+vm1;ZoL-UY4q(OVu>?i=u1qR;zWYj<SZ}iyi$<)YDsT6f}2{>6(;&Z9gAc
z-$v`+by_aECjS6t)VA6#U)ilSmrE6WHOhf^HgCF~vDT4UN~bB^ahf{nAh6oj0ECm(
z)CQ7u6qQ1W>PZBGbJdaz8B$3Z83(tv7JAQjt1vc%v)9foM@Thv>B|x`QPG6*9h2~8
z=DB2axgyLAK~XgfVyq<+mwqZ6SFEUuA5t#+G6LdG=7zSX9!5vp2zGNPD%ma$7XW69
zEYwT_BALvBsw5{N#Dk0gRc<zWg}4V_WlN`aR?TBXIZpCb1SmR!q=I^cr9=>9c_x=9
zxe*!eOdk>qiS9tg#11-(${&D>-lx!dQ(HgHihFH7u+x@pN}Vvh8oQ+`DKAu1_bPTD
zuX|F{C)5=6EtNdgw9ACTNCc}yb+(eR+4X*_(ce1Fw*95G9qUe1tD$Y#?iF@hllHe(
z!E~wGQ0vt06d}U_MOac{M!<u-?W>XWjBG5KUc8AgmHHsr>Ku^;PJr;J<+>@X0I3W?
zG6z(-01!3=1a=KT(5+R{+kV%&Z_7<c2s_O(t8P6!v=oPLA=#k(oNc0{-#cP+v~ZHe
zN<{{XU`$a=4nq_({{X`O0KiAaZ^bsBx^p+-pOc!4m=+xss~FRF9YbZhY3q7zdZD|0
zCGENtwRXGPYM*tRePtC@Lg`q3os?D5qNT>wR?BW?e~#aTpNMueR-VwD+U2cog6FQ2
zwOh5*dP3&?zOJh4r?0dXY*w>nxLc|!?R8aEbyn8fd4yFVNV!=m=vr|gw40As{{UgH
z?I!q3_yFV=I<#NJuCUa)XI5)IaL{T?1**lMwHBzRxM{>_yH&9_R<9OjDsAVc<3U?Y
z{S`yB)l9eYPqLb(s$Ka!6Z=FyH#s5kRr^FV{{S($1+1%eUoEw7CUlO6tFEuI-88*L
zF0rxHU#_U97VFy-_0Fo3=NO@GwRH5&y<1aQi*vP9?KM$xp|uU=@bc?;@e6E-wXsrv
zH*e3HGC?qU-K!?cNk^>o%XU@JcHHiX%S4H)br2{Zp+619so7G8EQ*jX1jUA%;AH0l
zY!%AKNUa>F#3oHOQ(OoFaVd%^mj@}hNsp4ch99J;ev+w&X{u@6ahjS}+fy&F^GYan
zr<rvrai<zuN><y54k1Y?DF#OwJCeN6tmMx#^rtfDZEaqvG`&T^(Q1CFbS&31bhBJ6
zm257twrUo^G}kwXa8tYjzzS_iBo6O$-{9wxyxX@{>Wjb2Xe~rqReRdf)TSs{S{_qR
zy8Zr+p={ghP`EBXR`<(S1vueV!3l9-@c#SBx(g=1tkLXi{X2TKQdKUUI;zqfa@|?e
zf|_)^rh$9ahL#raU=_<RRF>8_+AKTr2UeK9h((LCIbEsQ%f-7Qgl=SB5E`sPNv0{b
z6qPEbOu1dNpeeY;5&&~6Z*+yhrIYZNWMq<UByH(<>HB_Ru@POvDM(jH$w#~f4ij((
zRimb;xaF$V%T)z1BAn8gQyre?*T=2Pp1icYa>AdL?P+%P6-AWQ+*7OGztk`Ao6QB~
zrYWdXrmVthYUnA^^*s4XLFo%$Ng2c7c7sFmg28mZYMSOoxz>rMVXAi0_p4{JQ>{)S
z*--sZrlqE<t*ldT)-WA;E*e?|74=h;w~4t&$Xi8TptR}zHAPKTf4G;@&Eod&S3+s&
zs%sx~yxR^YnWR!Q@lt51i;pEC9S*qxTdB;CgKlbamzNgqX=+Dw%|@2Fs@51)uD-e3
zi+_t|h}BWmTPay+IuwPcqN&eOwI$|*hz=BPPBhy`t=8;xs^YmC+b(YxtlcrS*-N-1
z`G-#25wm2<?f(F6a;Q9U8dl{=6%hlSsHQ~@PGL>4Uiy>iLFoXK{{Tn{2x*J<I?0ZE
zYd+Kk?bt>!FwE`NOI)v*gBT{z(coy7R|=Bujx85mHu7n#xD-r?mm~9A;vbZnH}E?i
zz0_;8Cgis6cE!=Ld=4<C9jG+-MO0f_H4UkU>D@Gy2}kZLX(^s%H1$H2?le>4Q{f`Z
ztF)zmK6x8<tkq3A(>H6@pQc4U!4<Y|mtV}^Z1t=bYM*|EOn;tGJjG30tSQF<r8FvP
zs=t5HRD9#nS3L)IqD5Yzwp#11S`zHxZMvIv&Y7OHTi>j8NGZ2es3j{8x*2UfNh2r-
zu)k-gHSao0nAdJh-$lX8W%;|Cw6@xpULw(WvN2avd80HgA4!B)&^20X5|<e%xX{ss
zwCOH5&1ZUO{Dy}&adOzR5{{6K1HN|`Dywzb%tNGd9qLPhEt-`F&71xd>!e&9q~{=1
zPHsSG)`p?B)U$U*%O1tFfrU23cEvSPJ4Z_Z_C=fXR&t@)xljy{B&o#7Da4Y8SfwiJ
zb2p^t*iYr|H=pkBjPbgBg7_ike>&QszE>q0BSh5nx|`kBnb)hU>5G6BTI~(E)2<=J
zq0)!zsx9pLX+!ktt4obE=6}>50@rJ=#U*V8zR2|-CF?6`wO8WQ&&9Y=RTb3L>B?u6
z=d9bN=*#pC(KMk`M{TO3S{)1lUB_i@cH3r~v`|^?G_2BF?bOWCQPQy58fBIkZ7sHx
zr2`2<Qj~&aL_kuBB}Y!wt#?j3DjgdscFM`j$D<(O%B4xsq0n%dOq+A02QnchQ;ES;
zTopnf3FPS;m{AS7*3;8DcJ%Y9sz$7w9kNLjPLMrOGkv8%;srRh661vFiA<oI0AS!8
z>yIY>4>>W(w(08aT75U&M%!U7YHdKFak{BQ0OF~XTWXTnmpTGUEi`lralWRi+^a!S
zm(*W|KZK5Hd{<U$8*eI}(iE%E)OL!?!nHl#uFp<We0t*5xr!f<v|XHe<*wOSw+h-}
zhSJ~G{{ULhlc_G$DN`yW5&R&IkS2B*#Nv9CW4<`(pX~DZ)zCi&m!4`|b=H;Dx}BYO
zYSPqpv84Y12vd}g*eb7&yqe@)?pC&g6=LqmL(DkqjINbnvO~Q|<d^btv+@G^eo5qu
zg#>ulcDjok3ON#xoI)UyWgG!gOr;?T08*3y04mOuZsHmR(Jgij%J~wZ*&3#aI1VOo
zi54-+Crl1tKvg)H>Tw8{h(y8|94GNf@R7~0gxc*JMa?>$B~<3Pqr2AG6{PPqw^k6F
z6PETaEY=F^RjI~mTUFADO_ViI)2VS@oBc>yQ_hcw4RceVxmBt)ExfR9l+Do6+S5>g
z;y!laa;2d|y$Z_yS*P8rDUcQ!Q%WgHmB(HG0BEnqzJd6|ymG4Hp){_o(+y}lMyaE^
z9a;E7UaWrq099gsofIwE?w2;p6p6Jx>OA|5I_j!G3<R`FzH$C8dAn+^tz(x-rgF85
zMN>CBi$|@bR9zZPQ!P_G>FFqDi>e($0-sy1JkrBRY!^4pDzlAuUvQD>wFfb6UN@4L
z=5B~aGF2s<B(6ZYE3qgvDL^>PD+q_#DU28iIr&J-6=@lg3pu5baL}blfKF5ADmYD;
zkO*Z;QxO6Koz5YI&OLs}X)WsGt9h4R<M-N%?M(8fMR5;M(<N#2mWG*grizWVHsMQ%
zX$|_RKfLuac$a3yr}XP#tAotEw(^@bku9O7%mEcOC_-6k0+4zcNng^WPTY7_YHOWS
zUntX!+vr9UMQ?BAnh6oom8~DWaD=5YrMRG|GMSz&@c{n-gl8suf`0w5XBZ#TR;=1F
zMK<i3wr1TTff7Ng2{%PD1~5V<kw`)mFc>LH0k=x#6`U^Q=2gPVuA#(Cbrw+SoW>ra
zV;oFj5%UqveN}$Mx{gz5?Mv|6%?tgzM(J9A=?=JaQ0p6|Ew+-f*vNlY+E}HyYD$E)
zP@8AW)6lI9KTw)rhniEYt=7`v?MLl${i2@=8fW2Cn-(nx&VEvJE148GodTPGEi}(C
z?0=5jl+FItcdl-ksupgge<^RGtv3ZU+6}Sh)|#JMy@c5AKMa2gdTW~;*VWZrw9#DU
z)||4nQ0d#2rmAwwd(=p`w#7Zh*Fx$MX0_jJ)b2f3S9f7+TApYqg{eVAiQE2Q{>!d!
zS6S(~ggMP=*40=0iME@LucE$DT;BXXk?Lw!YwOL+RaQ8JGif&ZW~QNRvcm}~ZkY*6
zc_!<#tfu;g^?UmKO)|ZHGHqeZ(o|IJu3sJNNaqp-O-9HzDkN1LAmJ6bLx_MuIYd98
z=-V2PtCmiN>W+u#{QPvzkw;qAnp4s8`h1i;#n)sCubo^iARZ`{!67RlCgdEuBZe+n
zC<vre9dT~pi)#<W&&DlR#6Fg^X!i6XG=;X&sT$N}_cao)l~uJA*4w4Bowc?swuY&a
z8M@Rss5J+ur2%City)wdXSqG(2#uh2m@+4*N_~az%${Fr4pnP=_JGwNB&+70ewm8p
zTdEwWp>yXbDQ<MGQq(%dGp;u6C1pE_E2n8duc2rKDjZnToQ=C<F_2@q9mEoQ9P!i^
z#6$!vD>k;u384(J0rNgnhYpiik4ja+!B=#$>nK&qa-60zh7J)Z6ab(A9CfQ#uA|?V
z+}y^jNIH<dnJzZ`*u9O6h;qrq3Dk}}YSGaQqu8}of~cz9RMKjhxy4Xa6C6xozWII2
zeQnKK`O^9Z!uF!RiaLvus442GD9R{lonfcyovFFi(NVP1Zd9<@Q?H=)yo96@s5^D3
zwYSGV!*-3+){RGYxai#;$fnbJd#aa~T9u{+EhDbeTNt@gQ(vo@Ez#1trc(V{6dGYj
zLcexEvi=HrwW2vU&6~ET*Vi{KHam`oy6Mzbw{Eyy9A>_*^QW#%E9Gr;wRL?Sm7<}w
zI)+F`sE|k20N78CPl--YbAOilYf5tGQaPw@bXwwvQC2Nh4MS*Zo`RCWsO_uicKK<x
z7gV~Nvmr=mEdKA*%2Oi0xg;mwU$HjJn<74T&QKey;$B7t)RJu1Q5D5y6MCtS7})5E
zNKO?H6+{jt;`?RCO6gU#r#APao$ISHK9CnSo@;|)l3^WX+WL<ZYP*_X+4Ol?HFE&b
zG%m?z??|JE9Brfs(5FbMa<JWAJw@dI03rFA@jZXmHQILRVHYcPOBbC>chwcuv<*~O
zYFfLK$#ffKrs(sp)znefzUom*geRdy6p|Cfk3Bvd_2<LgUZ14a^*VC6YG!V3+Uqps
zeSK{*#ihy=Rw3WSZFZW5+;8XU6cTC5R+j<ll&Eo*ehz*nG@rw@ZoU4O*>x4#gIKes
zLo3saTIwpPDl86POuWs`<!Wthyo=JhN-BDS+WL}ux`Oz{_?Xh45jA=UX&Wx1wNPmG
zbtrkwNX4$2s;Z+<D#Sr$n_bT6+FD_|AnNrhNh){gPe>&D$s>Q0QVSADq)DgbKmd=*
z*&>Mmuz;yRs{+7qF=c=nf<TW5Bd`<-9CfWNYx*}h^jTK%Uh;gmq>}H>b*<H99jFSK
zOY~W&Wf&cakWn+)W*Kw4JK;IriG)-Y1Y3@lNSK|c&cqWvvjRH;aXpD9NCVh+1nvRG
zbKl+o#28@Af$f}vdv`yi4)`-XW`BpyS<rKfoBBJKH(KiJb-PhLcNMj^<4!Btr?lz&
zwe{0Xs-|D3L#_*9WGTj7N_|4FO=Ll_Bp)`5VERqr#Ws=5+`e>jlulwcXo=h|a3MfU
zaVkleK&1f_2w(#vT*YkL(wB9~Z`zP(k;K){ITLS0H&s#~n(~uR+s4PDqUwkyi4}I`
z5*<|p2$@VLIDtS$uCIiBPp7nZ#6K=|9;>-f*{l}&okEJ+oz3>?C@5E5r0>@HC+ezR
zDQ$++aI2*K<Ao?f)RLlvi5)ih(C0TObuYulw9}e%nA#gtU#{=zKf>*re^gm-RpnHA
zw#jj-cvD*|DxGZ&P*PQw6zE4tFr(C<4!-<K{0{Qtll-65yvEWxn_O1hbmO)F<rbl?
zu+~u2vv<@MyBnnf-KXs@w6=}SFE<am0YZY(pn8Wc$M=A6Pk7jnBYExjobgY$g|)R>
zb{A11<)p|K)5dH;sJ0>rtmYxuOr}*qU=<1n83e&YCL#dwKn}kLNI;>&Vwh{Ur0>mN
z^f}YZ_tA>)vu!oas<4xH3FZkbw1bvWcdQ|-XA3ktBbBO$KrOc?Y?G1{=sO|RFer+N
zfWPma{rBInADn_Q1C6Sp_(u4ow_8S`q2<lamWedNx2dg1q?1&te@MPoyHE6l+!jMJ
zuSrx&a42+oWx>!jR2U$}WD)^^6WC?}$cdA&A|!nya<Afpl04qI+w{JY)-1WHYp7kQ
z8h*aZf4068Nk(dGT4~D5OH@@qEW%tR6qQvH(=IpynnKnx+NF72c57I-w&WU8?G*0?
zW}Gg{LE2Hx+7+3RI)`Gq1!`4_tDzO#iIM<AVA$EyeGs%eM)k&4?}ODXLVIP*HuY((
zi5VR~ZNomf<faswMe}y8t_ayBW>#dQIFctH5=5Px(jk)%8hkvHqWJargs8H$rtjL`
zrlQt{1t5N!%cYvEZk!}E6Z1mGE(<Aa0qP>X4nlfBQb-BcT8$}XzP75ZIdf$XEEiWt
zP`m{wDQZti9=$x301~7vv7V9ujx*mo{t7vh$!#%v*Ok}3CwkHrn%Y*B<*v5si^Ej+
zJEJzcdg^WUwu*XWlTlSl-9V?f)C4KR(x(tQxYK6bTPhATwYIbnP`1=kw2%n;RG1)*
zq$nS5Hrr8qLGvZ#Z1kbZ&C2|@YeX|am@4Ta6;4~CqKYRn=_cf+0<2Ln0bvlp9CJ%+
z6n3@S(~<VRw>rJeH5nc*;iK<K$r+<GiF&!(c9?Y@zJ7{K9xoJhMC?>5D;<aw{6;{a
zTD{W4bhE4c`jKt6NeO))y<uY;Jc3)3)REG-R!HgG9EHiQO=|9X>i2YBi+0aXb7Ik1
ze14+$S5rrCV&6wmLrC)6dXkF1psUxoQnZHKrEx^Lm<f??+x6wjodTNV(-%roI#wS~
z@5&}m)&iSw=N_X<G7~ETXKelzInm2bQu7YKS6ADsTSebX*6He+TSIhcuV~cVEq5gP
z6t(sA7WW!2TbuQL8kXEwqS{bWpHV9IT+7V1fR%A?w=1cnnkZ=I=P6EAT!4TS1co|g
zJ^)N$D4d{S04{f|9+St|^16>_M`~P>u@)Q2w#eNQNGPf*w2LqtRZy!UgOyPMI1w|d
zL=-Y)Igfzh69zBmm%@KDIRj(0>P=&C(pM`@+VG1VJNjbdb*xiY2PkVUEjLir(#K|T
zv^h^fRG_p6Q`FH0BonNirZP_F`@w;}W(@b79y)pPm+=W<=YEFMnlnY|y;Rz$wS5Mn
zsjR!wTUtt%#j5pYW{H}6b<XJVTGe~?OU@RMLt#B7a~Y_9%}!G)$~twgF%^AP5OFmE
zyG$EVtt<ryqZ()CjWK-4ABmNgc66wPisgo+FKk<|?lnC%qUPmYNhXpFm>A#1*(!lS
zWs*SZl@Q@_mi$>b4-rYRfI5!h^jVM9y-vO3eG*+WyX+f29@cd7LR#S>KoWDUU!3e%
zype9vSH|Z?JIHeQ8<@PcR}Lierr!YC+ec_VblvWn-v0n+({{@4UtX<LcU$d!HL`&h
zH}9Hav8I(<SmRXfIQ1P3aBtLF0s7N2V~w2sp&Zraj<n@wldx$0bEGwO>5gE~-JNGm
zY71TU%1dh+b5haNy!x$GH7IGfDy!&H0@RYHFahZ?$Weoc?T^+l1f9DW+s6j;Ct@Qf
zzDfT8d`$W6#&$<eBjm4`>*Yxosl1OO1tSs_A#9+xO;pGxIEOT#AgGDTQNe`0Km=;L
zwf!kBTU*iY=k$7QY(YANxtEbuTY+_+mQ|@G9I|rYiMJuaqNgF*flyUI%4I&~IHpWT
zw~3j7GdQ0!0G~a~6EU-Y_~radeiQg7`B1DD^GotYKhf<VD#bUY=z3=6H230xUZ2zI
zn$KEcePMrB8pAtgOh=M?_KnFi5JbV84hj76AEtX`$q*uO9ka&iBMlEP$nR*F*-px1
z9k+O~YWK68{5)qvw4|>j$KWRsli?F^7a}|%iXzy)?~5nAJxsi=t4F<(NeN$8E*W?Z
z^Fa=GAsG(pc+<8dk7!?%o1SSC=dHj2%s&)a-zObj{lGtCi5}nbV}m0z<1yzledB%m
zZgLSPaVH>70D+m>0q{2<z?dMPoc8>)w|I}XNRW0pD%EI`CvN)!cAREAKp=MhZhK()
zkU={{9H`H1eo?ZWw>!_C_>vE7{{W6Ku@E==dx4DgNgL$mU`EP)e*XZ4Wxh=EYgcpE
zS2?2eW43lKj9M!%l@%At%9<;C7V0{hDo31g+Da>hL0PD{QnrLQNVO?T>LdXpA@j%K
zJDHq-u-i2zv98irJ5Ap1-Hx68HF3IDsjGvuHI?l*P}S1MXIc`vY8s^_XiI>pqLl&E
zlgC)T2fiHnamz~vljf~`!&cVbxrNJHO-0=luUb^i9X_L{vuZXeZFKKaG8#iJu}s_U
z)YR3u>QRKWspC(6KE5M#Zoj2_lX_-?`kRi2=1pZq^5b!4iMkb3Y5Gk=r$r?bj8!{P
zQs-UGZanL>w5_FWEwlywD&m7-sdM)xrWOL(ZdX>b1C=S2)nmY_T(MmzP65Hy0}(R0
zArnIc`+sNbj~?IAi-XZ)P4v6bUCy9t%hz!Fy>K?~3l+0j&U9RdZtO1NVv}TpRT6OY
zB96PMGMQ5LP&kMz0FVi(zq6~D+`rIu+}C4U>fJY_p1srPvuCQ*w~7lbJxXnk>Yv0}
zYO3P(H91-paG-T)E`m}5fFKw@Xs<FkeXnczP{xSWnr~LUW2V-o?^UL+7W>^jA}&tp
zVQyvmt8>*9$y$|fu5k^AN`NIq07Ual69jpffO1I~#N>(l=Z7X|u@V0OeBkaBb_c%v
zZr{PgfAEF;A$N=3-ND1%{3!NLF6ZuUE<PS_4`=)@264~(S>gLNM1O@P%l-`i0N~B)
z%onS|zc<!ibKdzB{dWuO3EBAj7c;zrvU9j|*gprs%n?$YgOQ9J0iS6ne<#Qp_G8BR
z?TO#pZO9^E4#$BATGW&wC2lQ2DMC{#QC1R^APFRs5gFJLbH+um=nBfRii^24G}0CF
zz=c)1I={4jq_C0zl6stjA+a)>8o7F`S}GdLgZ}_8M@;2Y#y@t_N`gQ+D?h-5z>cL9
zh#P~(Q?%$xJ9{av)HN-u(od+mVBl_%kRbm3)6!le>IDcXM^WfWZ~-%wnvYNEMioJ4
zr*5LDAO#_n0)XUy6<tv!OI(0T2U>*m!VE?(yI<~imkO(@RHOxUH%y6cot=l!+>oUJ
z1T95NIV73kO2{{je#IgU7M*3Fmi~cOrow6430BnXLVCm#3Rnp{gewP(UsqdGT>7di
z>K&-4aQ$vNqNPR*BxE2bAt^^nM8ZIb;!vCc8)Mj=hqQN-yb<Ss5uLV)1enKZBLld}
z1QEiN&PX|d+~Od1#9;3`pI~@$dk^s6z#wfT<VgZa0wx*r+A*0Y87H^<w(NK$Z<yO+
zCw%>h>VdY?7~xU%`af^h2D<b6J~^$+4He40Szy*0>qu!E)BM4%yEMk8)HbUM>n(5T
z%`-_(>k7J6QlaMCs-Uh(C|cB&DMO?c0Ckh&=Uiybea^c@*F|azKBczM^7_kat-9E&
z>8@7yE{xxGJ!`EZwvlerxa%~P)Ja#Q;=*tVkWw^?2Jzg1fI$%e;AcAt9tJ=h1RcbT
z3EXd)Bmglv5x2h8%yyhd#@{kG(sD0Uc_2pxI}?=<Y?!!BB+eyJ1Dap}NCbs2;G#W5
z3K;4uqtcG$x_ut)k4LvQ%oA8kWoYG6xDZw7%DW_EmyVl}M(0pkBy*YAm331A6$(v?
zK~Ul>Pi@8{ZTwC^z=<2g5+{Iue&^XyCP5R8&U2lI5bhw1!QcM?LI9aF8+$>RnH)v9
z_akW$+uy!FEwW_T)yveu2fP>pV9Xti>^BkwW;{;-&+;$~&T%A&#6}Nn=O!2;2#<5)
zx44118wl(phOCb}<jf8B_uS%RzSF{=UoO916y`>E!0bqZJDJ-Zv)ggSUXuB7qi5yA
z!lsgbsyeojS4^&?!3C#6y)?p8A*Ci@O!uP#2Y&se4*TSdgpTL=@a88wkIx<Z6OH@e
zfJ|Xg@b`J+Z1wuut^~hiuTqU;PuiYX`dy)IFVTgNwRJg6wWZWHK8DiU3o1fVR<$~%
z0+<bosnjX!YTLQfqp0;$6#T+c2?;JymHOx_NlKE0rE3WwEFol}G%lmC6WsPQk+w+p
z{K?*Ujkgxk(&J7orKI&CZIvNuBXX6bgVZM^ALLI8bm$*j2Y`KhswWWRD^qTzZMcF$
zn{X)$NiiuYASiFK6XS3U0OzzFr*j@7X_M8oh#o<$BKrE9OBV(y?o5Ip)FcX^p0KwP
z-C`5#Ah>#x;?`EO7UGhmI8x$$5ldva1L#&N(^N{-DeHpXp^~K(Hj1W#oo*6Rg*j4)
zD+*jRl>{YE-THmM-ah)E&hlq`3=PR70iN;%;zWr&KNCH_mcs}2j^4wHrCpNaNZEaD
zCZdycR?)bcx>W)ssJP0N(3qGmgklU3LE@53z&PLY#z8%{_umI|!k+EFUf*9TiC<&C
zwjx0t_L1U8owz!P#H$~F@DciBh(zxm{{U>}FfuS_dB~Cn1S_$hc^UWq6T+DNU49;U
z^7;FBtmV%8dR^wewWz4BrKDk3W&|l-wM=}CDhkm`(NlyaNy=5}nCV<8DnV8!^=$O%
zA)0sVp6MXHQs<z+bu0Q@ZHBs*;uMt1ntgCG2ry?NbL0O2Qtr9W{<Rs8{{Sb^13u9w
zA87N4=WhG%HjH45oKAZj8HnTaNBojs`m%d}=7+=U#;h$|&+xCQ-}i-i{Jmt7_xpUh
z{A#H6;<?0z+i?_3b**8FCeuvYWyJKXOMko|g07^gY8f-R98)K`o#YS-quYMRVL$Sw
zVgjAJ6NvkJj0qDWbKZC{0sx5zCO{pG2!kJ>CjjG*(yQ;?_x*m#c>MPpoRDK9ZxNm3
zjiG0-ksv_=22OH2_c#O(0yu_aVnBg2w{h**_s`s8hD<>N5^<77@#aA9*!CMjqv$i?
z`UlVNqDeUrAb*IF-!bj6CO9O<HXGynjs`aNp54Ge0zHh4<d6w60s9{3ZRdmt+{6Pt
zvD-QA0LIe<Oyy6Z^YH8N^Y&CmKP=<6-sU3_B={#23$Qqigl#9bav=TUMCSoafO01Q
zf4lwX#K)Ds#xa8)b~zp3k{}Gvlfr-)01qI=Jns`AW62v6;O{dV2pdbD(l(r8W_I2W
zgPF+#h<1+WZoml7v5)Zk<T3}mfhRH~Mh0+p6Q21zDUO@|{-0kOc<?fO%<ZuK0PH^7
znH|JzF@Y0+0sP51^ErqVMBx7bJ&&AY^amvEjvT=vC)k~^f0RHf@h4-#rkvp9&q<I^
z_m1F`fUn4K2#6C0Fm?yGkvS2G$)5#C6Wrhr&po~O$tE-Bf`8=^+I_|d-vVPl!yBFy
z`uh9nlYx)87!#lG#ti;MjtTFBox7gfMB_cX5eEw405hGB@}AKVGk`mQM%*vVoxq%v
z+i$qQBP4(9Dt&!^-w&NKPSFxJGvvhM1n)9rjmHKC=Qy0f9uCJKcAWc@z&G4R4}q}l
z?g){In2{M%Fi8e-MsP%CF*qJ~zz2mXiHJR;$cTYBIn4JPPiz7s9y<);4kYBqjEET~
z4+>A)Cll^u!NG|0xSsh!NF;Ck#z~KCZ<r@#9u%mg3><+m+qO>N8IVVOoa{>X2j6mb
zpE24_a&{Qq0%l2#%>F|dAOe3}!Olb4WR3jy2lB`B6F3C$r82Mg7@R@-j7&!Roc1a=
zjCLY>VDF9OjDmYc{3t(`Nza|n_P-<cGv9#if(~K{*a;W_?g-jQ$RuMbeS4}YAZ8EP
znejOG#GKE4hYDwWNW^AvMC1+g00AV-0%V=Hjfe#12YkSiNi&0p7&uZqZ5~L*b^|j#
zIUDygJSk3K0XZLkIK;>51|kO@tUmQK$*87vY`n<|L#-^KX(B)&Ng^a*r)4C;1ZR&K
z5^xNe?tAUq%)!Rk5gZfPZVm=JcQ6TqjHf<HfH+gjZ{79mtg~a+RMm}&4MN*P)la5s
zl-N}>z{+}R*y$-moT<d5v}RO>fGR#$-3FDU*Xi{oXi|MuQ7K_bP%uHGc*r3@g(bID
zB!8oK_*>%@;EwV7W(WXGM2Ox9gC~oc!>aC9HHOloRYFPXq;X$LB;`!53Yl=snEl$!
z6(GprPp^Gjk2LEJDW{rSFE*l;w(1HNg(n>=Y=ESYL6AT{efaYL9}sc4G3;@^+edMX
z#&L0-Ij$*vM%0$8TTB-c5Y=l0Y?qOc`x7yhAcB20wxUlMzWJu^Ha8-ruUeHvhO1cw
zu&n(d!gAB5AxKz)K`pIm9b73>{JzsI>rH#2G;7rkQZ=h}cAC>p)UXg;r$zSjMQc?<
zVZf%!*-cS#0mP{tNl7w-M;%G#uk82bUW?^^xz-j9SIioV-jdQfhf=W3+Ph8ETWcJ#
zTB>epr+S`~Owd&}+sLL{W1_gYl_?~35JBcPiMQ&jR-x0{uFp)GTD?DcwqI@4b^icG
zIxDR;>{n7awp2szwu*{&)UJdSsVV8|1wfte)_)tkz`W@D)|1sA&;~{J)m>-0xn;Cn
zetmRz2A!p;ZHj8k{mPjo+IJS)rlyTdx_XbMgcY_c3*s|SUd`L9+A?Xfif*AsX%o0f
z9&iJsj$t_til$hC*c2cTf&u~~woC>Nw)B3xJsIFEEl**scB84=#!ae)v0tGY>GxtV
z#5_eZBDxRSCdI*J4&A`4xdehjltoM?DVv)#)Ri@kdQ^1p)Vg2<Fw)#m6N0XktED(3
zl|TRzr3fdB)`LJ?96^5TRZnWCNJ`i06gu}wl6t^#4K+PL6)Dvem1Q!RGZi}RnpW3K
zr>#`<EX)U%hSH)zKUd4L13^Sd>T$<OQp}0Utcv@s#_Hg5x~<x!0s>N^kc1FSgfxVq
zv`1NwO#lE$Gk`4m<eJC=w?t{+gGo-S)p7ur%(~xP5J*$NQzOq+J1!^%08~f?G%J?6
zz1JhsVQ99qKT2rI(Ek8TY^Tb-Ky!l7WC%~wAd^-903&?f{5$b+%D!X%6X=S8bN+;C
zVQ%?y->6;{hSq6=KA-P>Qujwe>*@*mhBhRFIUjD@%=iFDe&4U1yT*?A`zxmIc}4=M
z+1E*KS%)|&`DQl(hXa5%2VvW4$;m=Y!*+i6h?9!#X^O2o$%D2%sUYFXt@~0*bCV7-
zWa;q~ILndyL7!I~an&hqEp9Djm9538Yb4@I)=4G=Wkij}G9VH=gXH3JHpi14fdeoz
zFoWl9giLMvZxbHFa5yGL_#Qu>zIPEgh*utp##4wAV`6=~j^M=pap%7oKa*U{tK{!9
zG{-V1ZH-=E({J2Xn_Klup>DOCou1)ls$o@VVx>$Umbkp6Iv97QX-OzjNe36sK^^4J
z=w#%N=3`-w7#TUo>N0lBWbcAt4dPOK&snyRX6=K-fp%}3F3r*=G0Ih&IY{WPkeG%k
z$_gZN5KKc9-~*DF2Lc&bDal)AavJ1<c6j-_epWhi9r|gaso6@zyhZ$bvLxX(o2Yiq
z&_!aVx=NyPAQeQ;K`}?5JoxzTtLI-WZ+y8&En3pF_vdX6R$R`lUHN4;i_Hb)wi~1x
za>|y{^+f|IE-s<vHi7iENeV{PEB0vepYVl7v*swj8bYs8HQH<Nl-BwZ5Gd8Ajaa4i
z<sciPoh?8w70S;Qrz0KAPxHvg9mYhF_v3vJ?HA|Y;NOIP70aTrNAiD*egl0sLXyB^
z*PrQ6;o_iwr0X;upQ{QD^q!6>yOzbdVOYb)=_09H%!>L&?8+y8vAaU<6OBc(#!^6E
zEU8mXqQp8ta3}zi1RRb#n@T+)w5t5LZ+olLNt?}0o>t$sV6128+l*80*yzVsOW9@#
zw6=oZWYJd+rWq{V+1nXGIad>|Oa~T)laerCt2=jyi5n0OJAiN_g98vd1H1{3XpP|H
z9k64JoyneARr8OTx?7g?S2nEG8ky^gKNNbERjtuAY_wc&H7}Z0-=<sY6t>q=mc#7=
zvVvSfWbwYbyY^t~yJnZV-}FYgXI)oXeneDR+|uo7q!m}c^3>qm>a}IUouK2Or7L~5
zlL1O_p(s+5zs}#5m9rw!CVFWI*YA=^cIhsQzEP1~bsHqAu9I$~M#MVlD3}?_=>Q1?
zL_oL^=F0=o=UH`1)R?`j3mxsvZNR@?DoN`p7&P3LNwYRj)nLvg<fCbcM?ls^iiAQg
zJ>rU)%1ESBu5MUz@R9lU5J&^tb0p8@F|j-Yv<S$OV>@Jn1KYQ_fjngXXL4(qe4VYg
zP;(zlJ*OYMw^Z$^OSoEYY}d6wwp*)P6*h|c`gmn^G~sDmiEsy7JwH(67fwz(vIvO5
z+IN%ZBeo1@jg_0$axId39__Q{Yk`b|rfa0-vc)NkLkdfxW2B%I<uME-Fn}DUDBwUq
zD#^$h%VJgJ70C@NZ_US@G~dI`$GeJ@WOY$Z!bEo-`4k<tGL6<rbjq?s6QZhWlmv$<
zg^}FsM8rurJ&49Yh$FrX@EnK`ClG(fCvprC7|6)r->^Ra0FlRk`-$NQ-x)ES_t<3a
zA|gEPjy*Msr#YD(aXxXm?H^Hs1dQ?2{{ZVcy#5L(zsVIJ;{O08=o_%s&zf;j=!X7p
z@ZadCt0m}r()>$#N2!3mIbn$s35f5of$xZz#KdD^!tDblPDBpoWanaVMD62^V&t=J
ztGlrJ#TZ#G?K0<O#O3R5Nu2U|{{ZH0Tk}e%XGe&Oa|!q`!9ym^wWYf0s@f~-2k>Kd
zt!w(wlLRMuQBYESxj4Sv-Q)f{i<0cBweKg~wb^!MfE*kJLtvaY1&2=RU1N7er%c%I
zTAKG(rM#Pcn%`M>xV<Y%TzJ#cH2dm6TZk^aq;#OT3#$P2AF6-Z&Hn&{@yTC`--Nvd
z&wg_2u6%OuU24mwtfRT<YD;#TwpwlMSak(`l8{iddDHJ*RP(8zb$1n3)hSf<$*8u9
zN>{CwE2-eGz&5whx(l6md#1O)*|gQNx0lzuO%>MraHqCg+PS}d()De$s=CFsOw*51
z&{rX_<B3W7goyz6gIs>werEh9@*7I>{{Z2~T5=~_uGOn63pUr2O{^<fwcnL^y<F>S
zYAko+g*QucT3e+-6g>jsu<cDjVw#o8ms74w{d<Xxmu9nc!0rW`qRyfV5Q+iPaw@e|
zb2m}44aj1UR8URE2Ot!}1UP`$@R}C^E9l`Ptqe5^-fMTnT<%#vvu0gICMdu)Ok0Dt
ztd;GOGEz?6yJjdeEOC=NV<@^N=C=D<^YJImpN6m5=gu8%@Pnlo=H98Y@@C*HlotxS
zZk?~Vx~r00z1542(yvk48n3BUeS7sz)KOZkv<<agO-*mM(z8suI$jt2LGwD_&Mt53
zE@N7#Yps^eME#@WsO~15S20a#)Ap+qe>5pxs9-wiwk6dex7|WLNc9v!BJcQ@_=e`6
z#^1zdtLJ|(X)RS8&E~z=PSCw<(^QX9TE1$A(`V8;dev#At*xwinsz8H*4up|Dr;U?
zLv4p&SxTHL{{ZlT@e!qL7cEbyxp=!xg3WBLyj^Zi>P;h3C~fxIM{6pdevaRNtGI%O
znpZ<;q+8B9P=p|<Lyel%wXJIv<5_8WM$IoPf;_F{jVCyOnnC-unz@qfNiJsM<m*VJ
zLvs>H$2o)p04iX9?p;&#g4Zo7gwx_%l6OX&X+ltLdqt&VKXTd(ZToHHGZzz5(TtZP
zCXJ$8Nb-v8SvLmYDvCrSa)MgaPSet0Ksm-naV8=rCTBa(5l#-~N9QNDB1t3lIL_Z<
z{{RO60QfoI3Lg<)3%r8o&avlTKkZlEZt|~2a|Y{V(ifgpn<b{VQ)%k!jYYEGQtpe?
z?v|*l>#Pa%tE*LYq-xK5wO%P`FIQllDe`5`y%lQZuQ_?O%bOi_#^q$t9L?9dD$R1c
zH%!IS;cL>ms_kO8*Id}6QKV|)SxG?6MQc>0ROqO2#4t-qN#km_FROa$k(Y~yUBa&6
z4hg>nTB?F%KRH(738-)atA$ZG2$x|10~ACDA<E@dGo0ihxVQ%bAOZk8h-5f`4S~mq
z0QrDcGoIwk%;dp7bC3o>5hJ+7@X7r^Cm-M-NI#a??GWv^w~2_4`9w*W@xJ(%w)<ej
zoPGNo&Q3|rM8@M^rF5^CKeS%spt*gd^hHN1DetdoJvV04bk}t2M{UWfrm|2oZ=`wq
zdD7MDO4UzJ&{`X>DUe}6eIrb+I#Zf_-_#nbn3fJ&>s#$UtJK<qP}Nmwy)CFO*4lcz
zwbrWRTTF`j3vEL#idX8KWlJhb!ASKIg%~)5_`oMHK$!mks!WW|VEFDg!GAh=L8d+(
zbZ(#2e8tfkX8!<Xe^xH(YQJiGHJaj8RjY58DpylWajd3w?^@qgNE-Bz;aWgSWP&)S
zE_TuSTEW%HXIfppT5eSal1ZlGRnHPjk?X^`6uGW}5(AWqP81VGJ~spb903YF$)u8(
zH>Lf>5v6+Ntl@6intx}=Oxmto#@X?Fw`>=;;E;<euxSow&JPypR~*?FPu=n(Rxtof
zqU#44K6d{ArK;*|H@kIPE2VI=aMRcNH|c6Aoah9!?Hy}v)lohhQb?B2w1Npq1fDui
z@D0k(f(>1B)*Al+;<K21?BzmqI<&T?<&~S2x?-15R`UksOLe#_QR(`7rN)ZkYqH!a
znPSrQmHX>7+J2}%aTjZgB94~Vd&m6MXF%$1XKL<aY7=K&!oH*Do(8eIg%F~qW|ETM
zRY^fkx0<Z=ZK}4ZE`?P$Q1h+0!@jLUK;JyV<hR8JgXGPZ;tj8dt#Y15-<ewN9L=~}
zOE!ASB)pmx+-dEsq5F*$p%t#ChMxI&pr*A|)%rq(buGU{?M;fZ9sO-0Sryfa8D>n%
z=+VwwiIP>)Wl?rb-7J#GDn|fE4M0qgnN&HZPnM_w)8p%=DJTo3<BNxM`P_6I^ouCz
zXG~O&cDp803L_r*(=|$CF>>V+AgZmzO~_S2Oo|*hPHE0=Yb!RasjQ}}uCAu#?LF1;
zr)c#X)a=))h*Z=j*5%!*N``H<cT_M#PA-?JiZT|8Qk1P_?s;>wl^SzK&|9@8o_$PG
z+-~C7?X6BY^DHguI*P^~rh1?zp(!oWxR)9$scbF8DW}jnTRFqx$C$74Q;{DI`j(qQ
za@RxBP*igw(Q#v!)VH=Swe@20K%~}dO54_?)YnVPuNE2nCa&)FDyV7D)w+mRQy@D_
zq7~YkP+hI|+fB;vUt4XpFQ(l`Q2Lx=oTw;$AemCqf?Gn?TvKeHNd+wgql`_kNG5Qg
z!U`2QW^A6xN0q4(O(hEEHc7;Dl~xqMK|`*qW2`Ijs0$TBs#O&s$f3VC;VQGjIh1;%
zr%n)R<jNgUSPb3UWSq7Fj^G2ySuhm93MiONnSiGu${Tg?sm$7KF{`c4>NVC>(rM(r
z`wFE?RW-jOTR~T9sBJC0?J8;!M&)ZIq^b6bQu4Y=gH5pSP<hGmpQHJc@a(Ql)7UTX
z-|6dZPFwW_TNc*sbhK8xsd<*bH7c!5P_vgUp~mRapGne%y5hZO7sQTF=Tlb$nX%N#
z?0?VghZ`8g2_LR_`W*d{f3ts;zqCH@&s$G2d6BI26P&QK=t}K7PomhgyH#~_R99*`
zd$ncBSF1hFh*4S^vrw|lJ9RV_k5%3ps7K9H(N(lPcV(ZZZV|V&k5LIEXWDY=AY)%N
zaPZ)VcTOF6kX4IPnMY(z{HcnvU*y$p01J@mrflpH8vg*Qwl#-&XkDKAEejU<c`-FJ
z9K1s%o&<%%ZZfwfoU@Wp3cFJ}iHvHQe$l}NlPc(Pl>jhv_mWo>H&u0PP%!eLmAhVB
zhw0gI4|Jo~AfYWO)<RUtP+O~e)kLP9;Bn6_z8y6ktK!o2&DQ9dwdgx*_p7xHO+{y_
z^~&R^bj4M^xY47pt-5w=F7?kTbp)Z5GFi%lZl2wK(EkA0hs&>kJO2PDX?a`BEoH0^
zF)cdEvr)gTU(>0nqgI-)vQttD3w?ruiS}qKDX+umxwPvwRrc54rMWCIQA0(h2&|}j
zlAhU2!!)clPftqY>tCw#iES;UxTl_mSn4gwUqDl7Q9iH$sZ~C_Yt6TE+AU)&rzMbD
z;0NeGQOYZ~S~4X>4<4|cx`hlleqmR$By)39M1Z-{C@PN@zoI&EDwW3S<B>^ZBT`AB
zSQLO$_mqlGlT-mb98M%=bU=z6sq)lN;)-T5ilBx60BNc!W`?b@<CGOoR2CiST4~&Q
zh7wj1RDgo}L1-#ThZ^cnS4mLf;dZaooZ%DRKBN3w4B)0c^OHPMIfJY8ev0I+YIODI
zOKJ=5j-a&O-M2M$VAU|y<>nlE;PW(JHC0T*w(FYeXcbbH7_DT{23%WCQ=wWfaroEL
zl(cI_KAqHWUJ`{N%682YR@A<bQnVWPpG8?nSUoO&6s1Q=2?_uwkl5)>?K+8HLcqLw
z*jEO|5i$+cO;aS2<T|LiRTGs35nVG8*9Rcm{jlNRx^-qU14-qeVdO5jsTVT#ltsep
zu&56aj*xN-HJ64nwj$}G?jvOxylujo-Jnt`W>o~tVB+XS1(Q%+sp@KM_B++unvq2{
zbvFBLeZi__xh@1g^(!x-lAy8B+SGs$QkKU|19oyllpMnNgy*G~;paqK*|lrS#g_A_
zs#B^~?WLP8nz0rex?QeKI>VJrAvHA((^3zXeRVZqOtj06B)7)D{3rZiX&df@)O4E5
zT<MNmTu!R0=(1k*eHEZr+ReJ&X>0ys?EM02R;8MXH-kw-KvOb3KBX>cbRQhN$K)r+
z7M|v3!R<FMxvR_@w<a9rwY*#_8PqyyLg97Qmz(oVi+%3VO1rH!Gd7EbGxZmSsp-Bz
zBBGMIny|ETuv$ZNt2;FjHpCe#86Nf0N~mE)fmLjZN)<<v%VIo@$|q4p4w9-6$tEHS
z0f0ibJGRTU*=Q}ZsrHrs024oYU9vF|F&0842d_o!qql8J*SaH&y~exZsMw8@WR!R)
zb=)L#n1v7_yKnI$`!w|T!lx=UConZOySQuJVW@S=w4KV{t7|lxC?Pt2<$R^6q@r~%
zKHb;<03??eMO9s1+o6iuib-LY5YNkR?G+YObKcU6D56MDF07x5B7@ON6LeMkRH;S8
zF$onap*H@qvFfQlnN~VU-Ot(^@yYv2J}3Dc){^+B<=-vz_bqhZv9{|PJKlw%vRm&o
z7lk_As?SGXS8Uf>iRbN&n%7%JD7Ml%^}?c_zP6>$!|0Ju!s$3Ne}tWZ?Y{o_k+{Th
z(po8|Lk92GlUxxm%$Z+C_9!LW$*>Vrjf@H&QL~Xu6-=T4c7oT8f&@@j5*&r9KTvgE
z=z-AIzK^%gmA|(y7n9BJX-lf&jd^TN9kNfPTgNjcy(4YMy>it?$bpcVG>E0ZtA+$=
z&1|x!4*vkf7>U3mW9{46ZakC2kpPJVO!vk&!9M+un2asX$9eY1CLrK%1cFWvbHGS~
zW(2{A^MfAQ>5aQ%9CWpEC2u#uEf+d8?yJ1>GnPE8bD0*zTPw6p)rIQKKcwlKU1dd*
z_VN*3dwnHUOs0n1>u5zgtt~E)rGo>Gm+P<E8*k;lozvX1=MN_}zKzrruT^Rm>8$r1
zE2)E&RW8?>1*W85EsVOyt#GZPdabfh<yE?)(O@uyE!{-;1n1u@IeDTl9K6-{=PeqJ
z{jaL8R)!H}z1$I5PjRzp%R>z=s@ZL<Vx7TPY<H!)g|vjB(6uZjM~&zBpZG-OCq6Hf
z8i5*vSW{kYdRdE29m0)v>LyEwe!AiEmkJ8oT~Exk&1GBA?K`x}OK&*HedM%<*T>p~
z^51o-YPQr{VOEf&<4!hxl2eF2belv7M(XkQ;f-?Kia9wHGj=?}fPqY72{B*Vk4I~6
z{AuXDZ$0#G)bwsGKuysnru6o8dmcvDw&h<sT(U?iRITLhSb1kGQ6iD;X6_?1b%zSK
zK%78u;U~l&Gj06h=LWOpHL8NP+ilcu+CD~x;usao)7o_Xro`XP3Rj<DE;x&4s8ZX`
zAwH=3)KffRq1*G?J@<^r@7hi{HWNMj$;8KzwgD%$GB{FTnHv%8e?78%fD8?|>saP3
zqT|@cGboXyb2iLckj4|3jhZ4x=oH5{+BlUY$^u~=m_sAD*YV2cxMeQulHj`M79)wP
zo^Dp*mvEXyK{e$jpSY5cSu_&>O%f{Y%Eu~6fDtm72v7om1$_bh2P(*Z8gx&~8Y6H`
zPOweuq|=&^>DCwJGAiKuogapp9)!IE(ozb3lAbxQ&)XKA)&Bq-Rhm(?GQBscIg863
zIb3L7LrkHY#RibKUz1MtF$iTztEsQ*TU{z`^0k<76ULIyVn_mD0%lKP+hRljV;*s_
zJgoS2_=DEg`#&*xW1}kTs3`79uCm|JebUyhi=B?)38<rL`FWvv=P0feqz;;Q8!s}X
zk5C11Q#7&JS$7@TdcC|Fvn|Y=vsUDjDiLj?-OD^If*6oqK*VsPV>dEr5U3(?NDg9$
z*%FUu%z8mj>&BPp#)81;e7x$KOzO;*lwQ<4h2JZ3LfLR?+cF$h%yqVkv8`oEBu5ep
zDI)c`UKzS7Dfm*T9Y5zk!EeL1ndJvDwH}<&RThi(n9%y8P+IPv(!E<)ub#5mt1eXD
zwI#;;S#NbNIZBp`W{oLVTm*$dPYwp%hrhYs&hr9E6Fs-v9%_6>d{t77Ps)yG>q`1n
zrkTqorqk}&^j$SV>1*iPb##>%D<z$`-e#_jrL~o@aB(iM@P`Od<5Mx)Af2PJ!OruL
zPqbtRoZgv1-7t|)J!rWTxsLtHFC$(fCi+<tvO98cicX&-k;OH{K~fbEIs#DxkmJT9
zS_h?$q3H$x0C>U<l4)a|C_>$fdkJ(xJ+!UcG3v9(Nh}JL+(o+a;vnULN@i=S_)(Ar
zN_1C5oRA8PN#6(Zhya|#Z-FLbeWrI;mfsHF7Tl}U79MSBZdXlio^Gn=LT)#mDO82i
z)>^9RDpOTvYgAKR+-=)+Z9){wO*K*q-~iwW8dQPQq=K%Hr6fwQ04frqtdfyAAZ;K6
zjy`}t@$&d;7BN<>WmGHvN32-Jj@ACMsyzube!t*<hIE%fr!ETbL}c}ZN#n_?6W44*
zc(!)UtV^M+xn!D6AgpARl4&*)G)Xj62=$Q!Nbxr=$aA^lOiGY|0ASh8dLrr0i{7$#
zY~HKt`;8-(vK6&vY$*npU9D?6cPtJj9l3njOO=D;K3)yXWHRWtjO02hj|yQph^NEL
zzHa<$b8DQsBH^HQEw4mdY*$BZ&sVQcT5mM9)h5?)r@7OmPu#T?*`zn~l#DpyTBmHN
zx6%p{RmPx++r~kh&wb!{f=6I}%OGT9^8kASK@&TEP$Op}`@Y11xzBNoXZWD*M*jc}
z1rKjDGZ;wr(X9@-+?@ub5)jL%MAJH^$cTx|M3W$hkK&M_&;q%(`qWF`Q)W`QZ|j;;
z>Y71<5opNEEDN|sIkL`NAk85uNKzo0?;R{s6rdc}3n)1;%p&n0SA31*ZKPz4yNMEU
zlg4NGd**cqCpo{Pxr=k6uDM$@^Vf9OQCocvo_?C^VY=BI3?`-OdSy7+xeA1#=i5Sy
zK_O^R1v^dfgYbo+IsKt8`pa2g^=-58&0SZfXz4V~Rho<~G?r^6(RCFL-7L3-slvO;
z8%kS4NddBQqIz(5#g`*&e1PU%2948qOU2sNane@ZO;1sLa*5l6YOT6oEsj&T<-U@J
zooGvzbvT6zR@DxWMiQ<ybuQad<C&V%#T9b1^Rax+MZY0rkvnx80&fyY*kCz;gMk1s
za3DDn7(}&gwb6ZJ()$*}^qg$cDV?~5!Ea7m5<w!#<K!gT%8RH+ZsCoS3v<7W0Tk5Z
z0~3I&CQ>U~Pw_4B$IE_j@_$lt=SgX;aYJ&{ZrFWV?L|dkqoJo}(WouA$B>oVwGG~(
z=NvY~GST!JlCq@~;2vHBGH^sh```m3*lb9^Fft<c<*zTb2Q_uQgFtD2k^FN}KT^d4
z?o|#`P_}63D(+P-)V|X-E;iFNbX5ydki)A{KnX&L1C55}=fO`mIWwXz8vg)N-1Ifh
z#cFok&3bh8+VxjmPHvU-_S$6@E?Rcd+l~C?T{~_TpL3_I6omkKe<(C8eK|90MU;v$
z?xr3C=BysOI?o-sdMPkW$%(`9Rx>g;NWWwZqGkf*+*Rz<DIZ8LN)+Wau6o&fazt4W
zhPS1zI0#f&!a_yBmEFea7bQUW6S7Kic_*sjQ>5L}XHZCpCIQr6{6oGPe*-kX(7K^;
z`5vFgKc)J+*ZGw()AON^$3G1TE{|BZ@*$Ej&=K@;#NJtQXPJEBthv#0+e^QxDs0Wt
zy>tk;S}knRHCnfuqf^yan~lDh8imtT2GEy^h-uYy^n!TF-}vSHOMVnAf8|EF+r=lz
z^#1@yw1BG=-jJsV{7h-@#V6AGJzty-Oen9^g`CImA<v##a!$9IZ1W=Y<$|A7v!oSk
zu5QnFyS5#%uTl!OT}7IPzNwV07lsy<7CIN{s7NS-rbR{SeTQvb@=v6_cbQP}DnQ5f
ziMhT2E7PGMJ)KfCa$Y9Rh`(oKaWC;anA{}*8`|)@eG+{l^;<;kTYlF600;XSvNxN3
zM!CDLz_5Ekl!0#k*)MuDaWNFPCRQD2?(&~*RX@jEDW}X(Oig#z`X`+Hh^n<)d4*u8
zv3@YsQ}&vA`-P(L#amP^GK#fQ*IBMN7LclCRWa6sQUZNe)#;Rwc-$Ia+C9vB&6b+Y
zU24!)O13DGK%1jB8@Q@k8e`B)h4FuKgRCbcyKi9uO{AnG!cB|u-_M>|^RBm+%<|s$
z?e?EbGpp5eu3e(<Xh*4hb4~oKEh6(nZmM`C7H8J7mO>l#0P2;HGyoVoz#aF*0o;!y
zeZ=lK+~K2>zOAS!EB4rCoWVP4hmLm1${mFLwNy$ZZ1F`Lq7GX&YPpkG=Ml+ApcDd#
zzV3G(k2<fYR==Z`txh?z6&NPX?s#eV$pN?#?j}#xD)P`xo5j8uxmihg<eac>h!hi4
zpN=XCvJKxtS2fpHXL+lg8q}u}+e$)TN>o$Q5(0})gpQ%q(&U7b(KE%0`xO+<shWlz
zVdS5wx0_o|Cow$=0K|d;fhI@46Smvs*3zJ8YhP&{QdyF=6$FwN%H^XZkVr^5IR;|*
zYgpN?>?WI2+S0WoK&z)j^uU6n3q?x=^(|1!+=4_P35yQ7nz5Y5z|Q_bJ<j_PurmfH
zal-&-JM08N9iu+~0HjVq<0Vz-iaU!YvrOEXsA$Rgcbp38A^=Eq4zwr`vJm@WM1VTu
zCn9_|a+-%<^V>t{O>=9jcTZg$y}fs3x{8`a)KgmY<>KbUXt+?V3uzD5(9^J1%gwD}
z(Arj#w9kf8MZ830jH{qfTE;PVAm9=x9Z^A=3OG~}A&f$uK}|CPWfPPPaR3t(2O+T9
zHq4Fdb=wwfIhzt%?6_gAsI$FL=(8k*?2Bl|XLhn_E}|_+;nHSss%R{9(F2^RC}M#}
zTx7tFjLGbFIFZ`}U`T_5x#mR2VT|t>+Y`KdcAub*bAHSX0{1B@H6JVV)vHYEN87U0
z+iR-zp0KQKidy=*RIU4+9onMtOyV7;s7yCU52fcCGL)g@jtA;X6?T`@SN$<`N)vO_
zm#dwM;Fi_a+H36<&)e$I+TeAdRIspuKq?SNOvuzMZAi9t1qX{js^F@ySW<M!@eoPk
zL4xqCDYtUzF+}Dtkf#N5Cn<nR0m3G>wad}RQ1k)pV|&D5B_pNEp%`3NyQv58D!xEW
zF5*Shlw3QK$+Sz9;dBL`EE~8%M3z(xU?*F?6MhqU7tD@D=`C}vbd$P+QR)Y^DXFRc
zlInY7bm+F~i^Z0arm1Y#n{_%?ihFBLDNZ59DNYqAs1T9QPl@dVr#WBGU3sCjlMd49
z>n%l%cFJdJpRRVDtFD)_UY%i8bxyrf@n)vt^I>l|<AEpvN?9F5&>s{0_2qt@V@YUz
zdi|G9(m7W3EwNTTF?DX8%IDmwsx<FjY?lg#eOiZHc|o_*Jx3N%1gdd1uGPAaU1}?)
zt<{$|uR4nK^Hmo+l|yvwyHx8`?9wtzRIM>g+FPb!mRoI>T5T=1gry)3G1kqodPZKi
zB-GW(-d5y~c=tp{c*!{I9i~YKEdKzBIY5k>_Et%%*Z8Wcf0V#vq9PmCtm@8#U78K0
zmK}$so~vq&t?I|F*SD({tY54>*J{W`PX7RpVxPF4neUnB4JH2o#_b#9v+<t`0ZKb}
zqCP%(*P!%mgGAcx9KNo$>8mxq!)mO$*{`qM+qc^(kx4{{T%y$UG;cc9J59INXtENS
z1yWU~nu`AbaMc=y`>F2ALhhP|^K`!4meLDtuD<PB{lc+LG*q(NYpAJkp&d%;Nl5Bf
zNjy;iJ)=F&1ZE89X^z`%JJqdrYmMRWN`{=eW*l(-?wzcNF1kP&5eXkr?2==R#xB`_
zgmm@nOiMNn<V+`gyL9*za$!))h^RRog+rL)1p<c=gmIdqF8x^4i~1r00`t75E;xH#
zAVvZ@P1ilNT4ijLLW6Q}lz4%v2%ra0${Z3P5DkpxmXcuh&i+2Yl1FR~-6nIz*JIK*
zOVCTHZ{+BS0M%3l4xt2+%RmLa+yw|nQis+6jxW1*kg{pkKM=mu)6_hIA#cKI8C-&d
zw8;f;x!e_n6P}j9B=JVQ^9kkkQrO%1W<cl_jvyCQ0O|h#He~%R1pOriK}#4RD4b_%
zy{nN7X>Aa|dBT_O0R#oBq3ZXE2?REQ^wTz}8373aMpm+5*f-s2bG&sj(KHlNN1)4u
zJnBNelTi4B07vfA(22s5tPy8C^N%gZo^fwFwRNr6RHeAJ9n@5!R8(dOCVb#=o;elp
z=dV5?D>V%sh^o`HBTO@Ge(P7ME9>ZKQTVd!kwn`j-D<m3I^(9@R;46UfRwaPRH!8Q
zWaQ)Fn6D)$?G`K=fd#{-2H;5`QBoqG5wJgws)?ph01*?Mr2xp*!)jW0CG&7cTDFWc
z>w@BzI_bv5M<vd9?9H04^}r;aN&*NpY~jkLF^W{tMMVrCQV7-t2j9rX4ovQQA9EsR
zI2DMV!!y5mm^ktdW_)d)x$E%huYMmZH1#I8tJ9Uq)a=}ywN>fMg?)7@#ievetwW~c
zYP8fe<9~=!tsv8>Dnq?VRDuQspSI_)jP1Pc0mo?E#|YUt`GzP-MY~1w2S9T-bllu&
zDha4`RN*!Qaw?hAFbDvY<S|45KxuW_cO{K*NZPk_GwXihi8=(5h>}Z^^_iVDLGxf$
zJeU9+Gj!d`Mgs{{L1fe*iB1DuMED-~Yvlg`I5}^rb!RcO+q#P5MXoEf^%Fw<s4Yy>
zP|?_Q^~fl<W4c=lt~&kQ@7_A6B`p8~Kv6pJ@vX{D6UnY@+Vs|ex4UYwT=Ye!Q7Yc`
z#=hpNditBzqPA2e6*oGX%EH>(w6Nk@a-qVGvQk1!3{A^Vh%RsPdf#1Y<;JpmPTOu(
zzlhdR3r3&2)4yD*W@!yqr+u_t64Q#Nr)8xrkl#{TM^KQSEk0oLD_e6`{xwFwzdxw2
zqKS)gYo4W`qx9&hoO#A6nx?kWQBkzhPgK6Jmg&$+-CBuKl{{DRmc{7TP-QL$w<l?}
z9H!u`;QPi&UO|*i0-_z>ss)cjl5!|+Vk;Qq#nUG~I#TV`od%ZlX|%M~2TMDzSmIqr
zD?6wjtXi#m#Wv2Ls`PzlX#Go`L$;#3WV<8gDK{rChmVB>MAkgS`y3w`>M^{@f^wm^
zc;T4`Fkna{xR`+iL=iY0zeR!Az|3xQ-Xpx^$8q_;JD<70@_#u!JIS2nac5U0eSLk@
zen8{2K$*!sj&{JuXcAA}Am@ImpL}=0jEv4Whp0gZJ8VWWW_$s;`(`7EyWpM1z`&iO
zC$JC`j0igtr7(B#pE%wQ0Pvje-*RA(4D2v-kRm<iQ{QZRNa7KgjfzkA%;P<=-gd?d
z-`HU6K+Yx!G2RUJ!P|u?jfjo&zu1p5RrV7fpmu>9?VN$&o%4>zcrlJ4CpbBj<|kqH
z$8O)?c!*<Qe=#J0eyKB@VCE(aV9JyU10LPU>_GN1e0Rad0DI(!p4gM*_ZZm8Im)ps
zwkL7E1VIPJPwT#LPY0g+j|Vd($UBS)&fp0WRUcoY>-JNf=6%43gOP*Z+(+JbH|-=G
z>?iIc@*~UvGr%B?r7}Onf=}nuv~8Rd!obAf5M+(=d>p|8&$n~Jo<8lrK-7P8J0BuD
zoDSfTupRPq!tIXTjzWMYd*(jV032c#_yl(VNsJTYxxo`Nzj4AF_TDy~{@C*!Fi(yZ
zH91XNRYt#3nfDn`DO4oOWlg9pC2f+X*V3dVNefE4R05z7k}Al%(N!cjcegg_QCgK<
zLQ_dy*1ogqERd>q;Y1X)w%bAw18C_&P?X!pBXfhC5dvem$?@NCN#Xwh-M9RqBw*|Y
zWc6lFcvJ^XygaJnHi{a+4W8zgT~Qr07X*qbxFJRm>Xd0J76`~oji0DQ<niQmuAr0u
z0FrACcS<^vebS-S6b|5pC=rlI&lDnKF`b5IJ@+#^10WIZ2Oh$zr~nf6Ku7>2CDnw0
z1ONb#02lylF~Xl;quJy8z1e4<Ip*fLkr8!cJAdmsi2aH2IFSe25tI2~?svc^BiwD7
zj^J^dIsIy`XPMf%=%z`ctGc8%`aZO!O;OV@v^)eB)KuDv3dl;69R#bXDZ)4e$;QX;
zApTM#Y!7H0erW#yl1u*pR!{y=s}EN{(zd66-WBQp0Er}mqUspla73QjA_NdrBw{0D
zl6X_}=K$_9NjaX_=@NF0{0UvMXL14V2e`!f0(%|iNf91*`(R}4{4p`Nw&V1w^XuRG
zecp6VHq7@13`p({NXAd|+#|I9Q!;y)B=|Tu8_eT{Ka}l_#N#I?%;1Tf&I91~fFK>P
zGd<vqq~wFY3YvNU0MM~G{Nx?RWbO9YU>l#v<~v6F!S;a@p3s3H8S@wrXAofj04!s$
zBV{0G1cS639{c7oA`HpS{3<@Pw*LSsi*iXg+7EIzjn2m-c_b0rfXEOxB+1+Jouu#V
zKGVcIVkSX}i5u@EKqDtR%nt~d9xw<b9pfY(!vJ{k13W5zzQ0{XCmWMK*#7*;IWv#H
z3-6f%KqUVFcamquWOWk&jFS<*!Xxjv6YnwXAn=Y)kP<w05@W%M#(vw7r805YM%%$7
z+i*vcXEWf3B>jx;VnOk^5rGqfxILjh*u<O?Kp7)!%#nlG12e!+fB^*L#DD=XM{n-H
z#xSKZh%iR`liRr-34?>}6T+V{-yT1hp8)0t(ZS<wyn&g__9Hl-5=0D`-|Po(GqCNr
zB6rB)N+u*hG4~PJ1rHP3X^;#a57tIV5+Hylv`NpfAZHvYm>s+BakTgFBw_||HzXXG
z{X64%>`$3Kz@8MQJ9a+U+p(W~$;aOS5+Wq;_v}2GpLz2WCx~$bPw@gt7y@^|-+kgY
z#zzi85rG}|#?wA9Jo^}d!jvDs_;|*{zTVLh5yPDQjDvwY9QXeK5@ZRGcwdy1ne7B%
z9jDtre$z0_7$D~d9q}3M{{Uelg(@T3H<->$_DLP!W-t$l7;;2G>_kin83su2+<Qc3
zIE4F*z{kEe!1l@elfVg`reFy0AVI|EB%ip<#|lssaBxBG5sjusbFl;gkVZ%)?HDKS
zBkn!KV12<LiIgMxV{@>HpKbC$AYkxFC+!AzGZ>A4i0*rj%}R1Mp2Us!+i8gsa}n%F
z971O&5HqpHV3-&mOl{on<ey`K?dKzWoJV+`4(4EZI5@$dAmbu;p3w?aSsRiu1G)Uc
zz#cuf24tav24VmpM91HG9bQR-L`Kai0M$S$zgpImp(<L{grzAeQnrNjfJr38013v>
z4;OW}MBgqY3w41(PQ3cnaFxLYK&GBc#N{LRiESo-iwcD*&=NB-{^CSIpZQqZ*l|5Y
zZMa+)(?v;9RICD7ZE9^823F(-+Zh5@q=P$xMC1>`^j4ls+-n8mu_~WMq80+9V@%7X
z2-uJ+UsMGQe+q<+cE70z`FkZ5J+*{?1D!3n-~dFWppi_1PGF(Q0DVwM;Yyyh=*p{G
ziMd^F&03RB(z&K~9RWXALys@hX)=_k6r<Pb1_YS`??$%Ms;NaHYgDNr0;z2+H08(x
z>v3TO1srvj!(GCFiNST1^_K^W^>r^)xJ-4rzOVrhLR0)GOay`u5-=bRC1lKa18Mz0
zG6#ql9Ux>xDOu}PP~Pqoh;qwbw$PT;U8P~qNp(pe5T@!7pjGsOpGc`FT2x??LREsE
zL(Mq0>JZ~^p-S}-_*z{<lPc@#`ofBYp0By?c)4``t+-gqT9a8pJu0JhMq5cFDAO$E
zrDjSL6w<RO3O#&emsr!9+LP94VHItp4^;sz*V7m<iiY#*v=x99R@nhTrxK!6l`95F
z0(-_mB<C?ZiOvRmkqXEOkr5Mvx9g0EjkY+>PZj&_o4HurnwG<~swFMfFbbJe!Ae}f
z^cHq4xf76uEi$2RPuO|RU=i*7DTB0=vCP7i^v!MO$0TnylnX~PbT!Ye)TdKow`xmW
zb>!1GOV;Ht;B=J^-PER<C8f5S6|5+9lmbZO=7y!0X=)#)c_l7WJnJrx;t6r3sS6Vs
zg{CJHf-nyoHSl2dwXcb8S*G%;WZPb;)GWR$eFI3kkLaEC%V2a=4@9V4kwCUdNK$H0
z%9|m?r191dk3Ycw0P$$npEdF#;qy8_@G_%M^FF`yzQyaBDTjK04f+1RK!2htpWXFG
zGs1&C8@?La44XflPWUtcnnBBi+YEOUoRoPuP)VYo>{11eyNs;dcsYB9<6qU=@Mk?a
zy&tAEvVK<G)7L(asp>frw&Nn*N|xvZtxHnoTosUaG|ce8@K_-q8U$q|P;xE<fcO9(
zpW)gzKX?Qa<Pay!=gja=y!i7c#Ln4|(8LqMkso0vX&ZksW@Mc2xZob!`0OD20tCUB
z?*cpV(-r)pr{KXP{{SHw07(9Q$jKlM4;dd|e<C|zMmNSI0ujI`8O~$3VfRn8_9WsS
zb3O(#alUu%Adv*bY-5EeJH~%s%3#LF{z)Ejjsqud#~JaByiWTQyc4`Kd;19)gXH-$
z9^Y~}e{<V$+F-=b<|M(KM#W0W{F&x$UnhB)ra6&AY-;sUrrx-?EpJsWg}T;mR(pk(
zsgqWQYE3^?HObYXz{9Yxj;7R-c<gs6ziGEDF4kRFVde#y-ddvcn<87N^)Fh%w^wSc
zcCkgJ*)-cvGL@;of|qE@fJrG@%7;$~dw!TdueA3wfO90o@Z=de?dQyHMgcxEje!xy
zfqChjr+t`<&NOll(Lol?<XJma2S^~@$=#%x6F)hTz^kaC_?Kp}gP33g0An2$qMnqx
zyP&OAh_WRjSGFBYp5cFLPs25kh<`9<teJz=-8U8&0tX^dvEm8G&N4vfW{9eify^oT
z1M%O_u37W4yOxad-t_JIn@X{(m2|FMp7Cf$seN9XO&cvYd7!t{JP?aR>r#UrnmtGd
zsbwQfY@E907N(>ZEjghzmY}z<)CjM#X^Y*~kzR_!PXyFZ(7wSex%52_OKbX93K7MZ
z+(vRpJ8ld{!ZDw|`8<6u{>lz#a?X#Cw3=4CS81DGtFs%Dt~TqP)`s6)+f};DR@SuW
z6^^h}hiNNqVM%F9JtCaA6V%-6H)N>jo}IAuawXNm-a0^xK^KdgoJ3?+e)(r^S7y)(
z1uLV1MH077Fy|&w+yje$u_BM@tFO15)}&k!_GHZ6uuFgmZL%s&q+~7f+IFibScX#)
zPZtCCFEUMjCvTjXk&hMva)jnb=Emu0y4b57w%+Y`3q8i2MY@U$r4>yDYYPOWNPd>7
zrk`bLAj(`qR3L~0JX7bsBLw%6zQj%>9n5y`$6$YJ<;O?eIhUX=8eXo;T~kulto&B8
z(CrJxqvh!IH7zQto~0zZwAC?nZMPj#q&DZKN=F=hf^cVi$s%LzKEiv)VspIMw=$QF
zrwwwfz|m^TH&s;_9YZQD&Wokmn4qDPM8+x1fT%$-WgY{UA)V@t*8Md{NOeZ&)5h~5
za3KI_bE7NS%GB->nShF)B1<<S?g*2XC6opZz>1in<+7#%rUD6-$;pX1IWw8tZ#jTu
z$K}D~?<PsXGX%hxGn{W55I9qjFmMNXpMSaE1i*qbz<s-z$7nD%h>1JTZZ^uQDVT_W
z1PR&%{#o3d9mi?P-0ndWIFcuLiHVG6e)2eDyzSq<Hy`q(Z<+2#VZxEOa7@h3*&yWL
z#6XY+d!7`l@0I$7he>lUmwK-2)%a$a*E&y7+<F@?EKu36*87c7Ln-T1s`+|nN?SlG
zaKcg~@!2kM{AheTYK~EJA5CfPa^=SRsq_}Du-fgeX)R+)RdBo5Ywh%Hy;WIYW{H(4
z`i8@9nuAV<N*3d-HXLz0GCn<{9p?kvyn#KA-IUDCVg|<<?~ELHBeZ1BhjnS(9pNbr
zFDSf{PGHOiYDP=9Nfm&u6LJM|Rhl?Ci_A<v$f$w1M8U<J33@9>y(cvbL~RS|%CuNo
zuHv-;6%v+lJsl+SL5Y=(a};HwRb?|8-6eZ7lL!OmvIv5tO#H4MG9S9UjsF0`3;5gk
zdF2Nx`6bJ(E68VbS19ydze8#EwLXZy+^g<Zi&eg^hTT_vs<P`1IrA5qUznw<Rc!(-
zboI4%+IQ}BHRh)4_=h5O70;Rf025s4);g`54a-~eXPnyWR_m*shez5j7fZIH)!M%E
zan$$p*fjkixZP{tsjscBt8U#yirS>J>K4+rnNd$uKW2Edf0BJ^0*GJ#0Lm?KbRR?K
z#jpA^rcD=5R6p|n05kZJ5e)^0AeD6<Hb0P>??7_H_RM@Ka|2RpJvpPamYUMFgH>wF
z>ZuviHW%;qUTSHNn7!A$%l6w(&b51^wJ~(Ke7iIkD*8&HTSZpW6?FB}JGvGE^1Wdo
zY;+n)$HmIXttgYTijxi*A>Ij~yKc$Gl5X6tBqF7Bsj^@(Q#MLM?pIf$z`%Mq+CGrw
zzat+hb*~=OEYvN;qm0+JsU(mTlZ~ZZcIS=z2OFdU0R;`lel?6_K+16Ym>&y26TGO?
zOV*sz_;csSEi`j?DvLXsuV3<qm>M@tH+Q7CIcTZ1s`;q2{kqnhl{ML?ZM76isue9<
z8eJ2OCZ!5!Vyz>jbr!nRcD*O0?Qh<-73tSlwc8nShMuZ*ns=(5N?xjYie|%f>^$<;
z^Ub!~Z7E7n-;cI0+co=9{s+1J@GbE_@ZrkNY}>WJGixe&Hs+N!%WL&|dr+#=&fO8H
zFE!dzQUt1o;MJ<hrL`j$Dw<^>OfS=>P*XQLWz>9qd@k#~J<A?@XdQE_>KvlemRg(I
zE|o~6sjqUCo35F?Sy51$N<=+W_n`g7mwH)gZXS-HlLVfN(#<;biPczF!3m+axo-1C
zI-7)oJ-0aB7tpH571SK-mohC_B+?RD=QV>_Ck`94df^d4o0GUuiB~aLjjh?6+Ruc%
zrc$=8xof`Pgt+F6?W<9Sg?}u?q{NswcvV`UG12Z9cq=(gR_KB})yQN@a2PfJ0K)$O
zJ$YZJsx@Y~&`;Sk?IP(Ks=225rY@~hF17Sh(+Y-c*Sn2FA?lYIW2x3skhP&IP%0c?
zRHaHI9l?_ko~#09M8?}sZrzsnwfM96edZS-wO)tNI>Mt;YK=hdo;1u2H>vH(r*7S-
ztru$5yHR?x+i6<=05`X~&(h<oSFE7XbV9h}SX$gtPzq&g2_INUl@T3FCI)b&D5X1-
zi6Z&Z>kCV4xK$<nD(>kgSF0IEE&l+4jTDbb%eM#-gBOesao^MO2Zn=h+m&$}G|nl!
ztdY<IIEQowOcXV}=}D*BVWzr=9d2l4^p2uhZml@kcb6j9CB1Wzl;fE>magJR`qpB`
zJ!7K5oNMBuD1wOg;)2Q?3{sP%{H^9M#2-0y6`Pd&uhV*8OX-Uap0!%_KCZ4}k#5&9
zMDi%=YU&@VLp0~{cb4K`W|rGka793=Qm-_Wj#s*l=<+-Em1!PWd;{o@h5rDGjWx`U
za4c)xf6MKEb)j?SZ8f?zy<2vqu~OS8=p9|n+Z~#U-nQuIsF}9fYAI-z`wuOut7qc>
z05Up9k_dg8dzPoT%S&w)4cqOmfC30hi8WUR01^NsINdS?5EPoZk;cpFt!6YQC~S^9
zM9o%_rn(}7PZ|oR-*&#eRQ1(qqjuo!ZBSJp>8^I6$68ALR(k1Psaq;#G@qme;T3+y
zLh0_G>8_aQ){{BD8O<vTZ8v^~qe#3nH{$j5&Z)bU8=mTwbfSd>*tbe5J+lOO2_8L|
z92Y+kblV!QW8Up`MGafJ?<-G9q|vr+2>Xp!w#+-0GFIbgB>h{5x8oRC*1HCXu1C+@
zNJySqWyE?eT?t(olb*tJWA;*VYn$39QtDrVoo}bF`a1s2Mat*O`pdI56?RIOZOu3t
zu~nhBDyVL>1oX9LyrB*?RO|Hh70kY;QOC^(G=32I{{YH;TY1u2mzG+_k;`rMcDf3R
z%OzbIyP<Cu=xS)G-$EX6RkEht=xry`3rKgNPBdNW55d1S^>sbEubDbJ^LWtOlGUjy
z>})+`x;PN3dRiNG$EK;b8Vpx3`fj1Bx;n-lqIq=fylK+n8e4t6(VrQ7uIFX4pFw<D
z=xaq{6w9nqa|+Q)`!!UL7TQW4eTqc6aHDzm8}%w5psD#+78*jRy%dBG=k)%u-uhiV
zD{Gn2H4Zu<$hRxmh9r)-+LVPUg%uWHxS=*e0h8c#upsdKDsiSFB>|u#EW64oHLTLe
zFLqmwQw7BsrIIbo!MGoF0h@%AZ!5w;IC5Jki=&ux!hCP?`^i6q9dAtX?|R<4mrNqA
zk(QHgrEwP<!YQ3_KTylzva5A7&IYMg+rpxxvC^j8rY|XBp2GYZbGMnF0eXvA-~Jyi
zI&zJ!VA=HbqgqjGjXLJ7UBGF2n(DiCZL+;rdt=s0iiO<klXPmGx2S7S<vNi^OzjOL
zt!}3_egUc-vyFT3*{W$dt)ps7uO`_~U2cB!Lc$vhhH9C4s%x9gxRtiLWHU=v+PWH5
zIdl+oIlf%$r|+rKztH_k-lBG`yK`1oY_}G!Dz16)PMT3l>j`--sdCr_A{0#j014u=
zp4VH#`DUvZbHqvzK;>56Y~2(XCMHm-2)kt9s;c31l_3s_?+&_%Dw$5zM8u$Kx2*`>
zDV=Du*sy6J?Jy~1Mp;9*n_y%*p!J&K-FWhl#Sl=0MI;sgHxZT~<aWE_E1UlS7+)T=
zngdhn-cDZi4WmZ2ceH7X=PdbEtxc-6`_q=^Zq2`6PUZH3y1J!S%Xuu*ILc{*3HfSv
z1F!nrzW9-H{{YGUUuzccwrifA)fA?Z!n-Z@hQ7^qq_4X=!%Akhf}u258b?!ab^4&+
z?kYVn7STW<!S*NnH@WY~&P#kDa`!`XJDeI1MQXcE-&Z+w(|WS^L#J;RMPBt)*6l>a
zeGSRldX|MnJyI&$sdcc@+o(zc(i<p8%vbH)x!8G)&K_cF-dyT?M!C~kkC@sn^=iH8
z=hIPcxl>W{?fV^lEgeV+Zn)d7v=tP}ew?j}kC1Yvo!61jrT!Xn)x5RyXR%yLqgON0
z;;{fgK<T8QITX%N9Pq8l<rqUBWa2$U0>5M2Yqw)`#W98~Y;;Uyr*^zZtCbZ^+DL+D
zNDh%v0Z^_^@BkD)5Qh<X$|7pJ`44on-nk#k8;VzITUA`Y(zO><w3;;1wR3jMNBFC6
zw3%&{H(&DzTW&&-Q_$h+1o88~&Qn5pzs+S@i%PXCnHu3%)i9(MO~3k4b2MI&Y?jp5
z%X(gsLFg^?^b(lk94)sSTAFnZHnhrAhY+NxCwM7PN`ZkQMCSl;2IS&qGrSWsjr{(A
z?HqS)ji$k6%-k}?n^H)#rxO*anD$U;QFN=20av!U?FJ|*%LDR|`yeC3_OKhbq!*<*
zwcf+iJ1F)GTUAXwK#8j^jQ4vUX+p#^i!qaD+)-l|ih|T#9RYbFB6SE(X!5w!xipTF
z)Oznx+Vqx^wmo{(SErn2*=%8S?K@WMEIU-{LzPcc)3h3=VfR+I-fakNwW&%^NaK3B
z70AA6d^vMVOLK>uI#>EDqBN<yn~lWX>^HuXda&H=ET2Ndbh;_Ew5y@0LMjzbx16U<
zB_e7oswrt|HM8M^m>P4H{PfUT=T^SuE}gPHd_~Tws!EF2DVn<Ji`A8<(@RR*wGVn#
zHx^tWmfTnfDoSK@o{0Qcd|C20nEZ^@x+6hr7q7aK{N|c8l*3PIi%M8-+p280dc~T{
z&7Rv%98E2~!~{0#)Z$j8q$nyl$KUd|g0u0qd}Y3)+g9abgnabUQSuHHk4913sOcUT
zs45Iui)is9oVrCp{4W+jIB~OjH`&@E&rR-~Z@V=qv=*>wRl@${)2jvL&22`uxnEik
zu@^nB&VYW<*9_Suu41ngC5L?2quF_4Qydfnzl%?b{zh{jk=n;WXq{f|`%+&X)25!4
zT4z+-Tc;MCPiVW<sdaaIH3ceM3|n1ou!md@DPagv>Yh00cb?IW=V;$?zuQ0ZhJLKr
zx7jW>7HHa~rKqyj+uIGaTWM`SO;b(+TvA9=YIVldCDN5CN<CduD&yr&u9^B8s+u~c
z)ZIlZ?$f^6`br&T!iNw-fIUfCNY7*2jekJqA>77XFp%-G5y?i#Hjq$c<r~Ska;%yv
zHZXv<iisiwK#?gFQ{^f=O5|0~TPyw&3nKT6yEM-Iz3#ha=X-S9QnuStT9$;Brx_N`
z(|p=lBAk+UjpV$F@7KK@oUXfLGV+=MO3(l@67z`685sv?IT-DT&Sc;SfXJB4liDDI
z5=f8x{;Y7MU>O2VLC3dp0Uw?`$RQZScrrfy;P>(-a3cU7Is(6&74$j#J#1^gd_3~*
z+oi1)SDi~=an+RX(AlURxZW#k+}5|zNlx7@3r|;6xVk@)OAR5ltd4+yK^$7&8vNe)
z)a1Uc*GgZ*weLuB=F--lqj#9PvzA)o*Fu_$=AWTkU{zGPX0qCzT}tX{?UeNt&%0jD
z7`d=&De9YXTCe*V`KzKiH~T{Q6R$a)%!&?H^7_e9s?Md=cgx$B9W_f$U8XJ+l=NDP
zzo+FGwOsDMh0{E1)XfLY3KuJCDcWQ{*VGs7wD|Y<H0Mw3=J<%^PbU5-xmV0?WLz(t
ztEIPT4qa;fH>xY|h_Z8oN8WGiLa9++s?9k=VzS-twKv@}RGM`vlG@X^M=bYO=`LK0
zHEDM)u@KK7O?Sp!4~Xeyo-le0VEg)XyweKJ#bj1eH6-u`aAeRF77l7D2oXT<3xm^}
zPzj^DVWrkQVzvv5X5NH?b#_}*ptR(pOL8#KDiLO?!+|53O&KI59VUw1w6B?_WTZ^o
zS4Dq=NhinKF$a7S5@em{%uYB!`2OL8AKpa4+?X2!#8d4A#(QiGPUdzwGq~}@IGEf>
zCvVGW+IvWtjF{uDtApx(*=o7otLd#)Yi)Jf>004#j@@mfe!AgS?@E>F($Z2k?L+J6
zLe<dIYETJMh$#n-=lnQx62r)!hdmc%=Isuv&^0znZB1WN?ej%ywpenWzf{~V?I1f(
zX{zb2EZ&%DstUAH*VQ7Ht@=u5=%{KcQOr++8u|-g#E&lS_h%bo*KSs$da|M5;+v-x
zI#T&<rFmhd+*(rIeSIM=Ky8%E&n>o_acSwt#}_sEZ&k<*ail0U#+JEiyR!6=x7aP$
z`)y_8(q~oJ?o|)DZ=|Vmsiu=|q^nxg^Jqyzw^V?6?^j$aa9ozAo~;z|#8iXmnKyEb
z4sy9@qVC_ssev<BO^BN|s|&S-Vh9NoAP+1!RIllWp+sXnHqy;w^q6INK}Oy-%mwFZ
zL)teY2rCyh-Z~oEyxNpXoWx9`uIA;L5*dM6EKwrOmN81`d5x=-9~0XD08aBqp1Si~
zX(!yO)3>MWV%bvdEkz5JEn2k2lFa2osVdrO_I+xbd+r3f+7?2B)RfLKPLI+Wk6!9a
zR*=$G$8P$D^!n+ow&q=7mDD=bJGD;$?NhANwuWh`-hIa&d9)$6)=G#Ft7sV+gCopG
zVUyc2@0bTOp8gnlfu}iL&rJiawPix-bnT9!_=}}WRFxI(Q?qo_7rQf0qMDVrY992e
zZcI2*!%J`kl9Z^Yq}*#DwYh34)(yIkmw~sAggaG$%c}8cxY15Mx}bn0b(C;)5lrBS
zCS?q91i*qJjvHel&s24doVK7zHMisS7gHO^-t!EOlzS*fcXiT7Hzboo$Qjx!n#Q3Z
z_0k7=cPTbW5(|?oLL5!q?}eU9YJO7uJLwudPh+IFTv)8WF{mF+U8<w5>2lPUN9n0n
z^*uw2tqG!jhMA{Y^_Wsnl%drm4mgeRnr&bB%X2(gjWD;Sw@;-Bqx8OAHDA#?0<LIl
z&_0?^;)b-m5(K`ddZA@Ujq~`Y_`>9_w&aek(cHM!m3MtpsD+A_nWi-Ms<ZsPH9nxV
z+%8LUvh8TLGKCrnN`?Sw^_L6bDUeAVZ7M2Sii(t?qNOO3qDjFjD#;}MMMR&xlf^Tm
zHnqeP7cKX5ChjsuY1ErRhIJb0fbhF@A1G(!2a1Zoi4_G|wjiV+1R|JMVFB(>PF-Bn
zp|SM8(br5L+t-b+V#iwZjjy;HiY{=e5*{Mrv|C#)&kmZ*SCl(5HJg}xlg8kx>$DE+
zL_|&tYz^ZWhy!^hGv0eB9kw^tp5=ctHFXc-npc;a=Th4erxEy;p3;~5%>Y{}DS0BU
z-9b}N*4l?dsV)^ESXc!labp<nW+%CWINoH(ed15sj^un6^PiL&YvJET>CH*ZZ4ag|
z_KJ;H_@%Q@YKtwFzpArV-tIJyhAvf<&b)`M^>l@`G?xN`Km(~IJXv~)bxK+ANJ>OQ
z9&yUDP1zl(O5nhX3b%H#oSYjbqMRi=bkXPq;#|2la0cbCMlBt*HM>xxEgRPQM!<<@
zYDrI{EUJ;I8SD0PaI8{_MDng%H3b!KB<b*g80v~K>hLGS#&UCulm7q{+~4?Sp}%N*
zHlDCHnw!$@_e(apv0qbgp}RRjMMmVaOL?%>()yH?bY)D`p+uCScnTp_moRmwH@+$L
zvb96HMzd01?e<y=F}Cvm08C#i>F8~A)m8Nr{dAP>UTYflYOAXk>c3F0Rb@#`6qNB%
z__@^jcUb&G^BYlVE0qQ2!CzIU(?xT&)FP^awRAd4!)~p9nx&;Fr`uh9El=+oQAtoL
z1w%Y+_w4BAKQFWme>Iuc8oNztC$EfX&%!EoCE|w2%~CCnYH@IBs+)_n)a5}}8+wX;
zZllpK0%YMNj?xm^S5o8b_Uc{lA|hTnYD8D<qO73Drt!L>nGC*K5n~F%2$e$>u!5XF
zYa8XNgw_85s;vDKu1#)|Z=z6lt>Xz5F0<JF;ww8uw=0-AHiU5Ck^D0&u|$jtcdE5X
zSz;NtH}GI>UF8Ml{{ZmU&Ycae`H7*mg`JBlm!}=HT<mprJH2%s%E5H7)GmRG<96oW
zRX5_vT8VKD^&}v;g(*C3&&0RKA1(R8$^A#mjU}da#RbPvy<sj_Y8opAB^5gsjX`X_
zI+Uv2s4n#`t<_r+(|@>TdgPS!l$tl~7v?`N_3g)%3}|gxruA#KI$daP^*U<tL3*dA
zO~u_W_<Il4Tc3WND_NkfaR^JQFjRVaNGj%@MlwFz4a~qWc0X~j5eMcL-;2}~?Oj5+
zq1{H@Oo&4u&>T5MCjHei^=2Zf3XwCYQz{*-oWhrgixi?KAQVUTzcniF^l5Xf9*p{9
ze8gQ^Uplg+k(xYQQ`b^qc-YVkt^zcXXtRV{sGCD~D#G1W3YzRxRWhL9$^lu#;~N8<
zZxQyKY&%W?FFk<4*g&4!&-dm>ZG<`UJcGAzWbR;*f(}kR08IP+{{XX`>?D2u(ncoP
zt}>@E1maAera$gDoyiAj;5$g)Io~ti6F*UqXW9soyG+J=!Qblb2RM%N*boSL5Db~^
zj?sVy<}nkz_Q_I=c%K3Zk1-=7BQud61m8Tq<*v5ouAu&mXbS`Siux#OE-Rs8u7Z!E
zhLvnK{Y$l1D!M90nr+IObagpUf>i1f24L9!@f(qi$e(@UBzPy@HuK=4o7y9jT-&;8
zU4L+P)nd8mi?*Ikdsgd(%~bW(cda{erYfekQ&rY_ZZ&Crr8wIT1eZRc3Z5`mGwDdk
z30Lr}d&*U#H5OvWlCzG|xpBguA+d<M*#QydqH?HwaFoC!ny|E<-n6dGNV9Fb?tj&5
zK4x*ND~93itYdqsHC`@ruJDsZc;;9TDLYftRcwbJF=7~n5UYCa@RjjBqnbs^qm_E8
z4gA7sTYpZ}TXh<qsSFySPTP83<#t=kO95{!2|~a_ZUqTSk|^4DnS9CQ)~vTx-R#$m
zHL9$tO<gFv+Fi9>8fD}yl&-GTc%*H*s&~*HLWArfx4xnZiU}S3u>4?rHR?`Z8zm1n
zbbTdv^u*nf`2EGbE*zp3AxvCA)PmIdBBRt`2U=*C8&F6x*<TlaKDEA$*SzesU35mE
zv+7%I4=?PNs>`j4zMkc8a^}tVR8~0BD=8N3JFYcHT|||ZoFEtz)C^QM2BKaUbkmD+
z?z0n(Y<6#ZLdK7hYJrGCkf4g~q`Bl2+?7M7WX`CFj!GpkaR7E#q#vVZjcE0Vj;Uzw
zwmP^a7+p~<VOSF7wPqv^Qz&(bF&iywmNjxL!Bi7;lZNcL2v8}?sZGmJ-6PV!w9`Xh
zxou(6*T%K&efHmJx6)l%X4$0CM{um6Lqt95{xNT^W}QzmT|-Eub((ag0Vs4f+PLDM
zHxqEaa|c}OK|u31{aLHE7N=x_myJ7j>%DE%Q&g$2QroNwg4>4;6(U<%NlD`sg%l8=
zr3EC)RFa@U5d;uq5PqO!5rPjFt)pCCZOLtiNVzis2x_OR*GPnbhTjV7ksnG_mqe(D
zo-A8iPi=cO<df(ICuX#-`O$gCIymN;ZWNLb0wf$}@C@*QN+W`R2Qq4pq(-M}4ZUq!
zH_V)S_{&vg9Y%|2wyd43@n(rKS>%hvgP#4;$Ra>dRm>t|iPR9|IfQJu&cu-sgF6v}
zGZ+{+Gr5t+y*)KWQ^;nSryq4>B`q|SIJFW$1^_VxfTBzSOvX<cy?S!ZsVP~nsJB$w
zY9Ah=(#dX`pqUU{LYiAj>HrX>FqM>&dxaXSR1`XH-16;~*D4%sKT;VUtz}ZDJ#Gn7
zx=bE~4wT@f5hsn>sOqw;oWBT4D(|l)2>>k7GPnUCD3sJx1poj56(yw&lsd*De(9~P
zR)&>9U}2Zm*HRL;&>Ns+q$G7DqCQ}!%3&m=lHuaQzv^4X*~K$fU8AQ##RFkYAY*5O
zx?FW+D?XqDKT1+JwdQu%;Ecz=X#{6@-yQf;s#hDWecA6`x}kLol28c&wz`azG}r+N
zOqjrv(mJH^O(t_V*!SGzZ@zu@#Lig2kTE0kImDB^p5qz8o)%7VB6lR2@!JvKav+hy
zm9hF~;Tz&3Sn11ltkaygs;{tKC@JoC%GF==l?v-9Dw__|RWU_zzfxQj+szcMxui;#
zg##Tb9A#gG--t^W!sYv!)?Q+1y-!l@>ZZ$VtfjEAX{oQZU9^o}p{1>-sb=GJwlJU^
zyFAHLHHsm|4hmEk#`1Dw<4fV+O>&2qI&)F$N{dbZ088j?FQ@Kyzv!l|s!*@8S!nIG
z0gAhIlCIwBTy~L8g^Hx5U0|3v<BmMg)D$|mnS8_5R=%&pH7>c;m-}#AYH4QQdB0pP
zG<|I@7SZ%7QPk3aQVgJgK^#*N4sK0CJ>6?xcEXW%@lKH#xk;3yVvkDNOcp>$?b_<3
z<U_Kzam;8!CO#z+90I$(_KMQqMt1rstNxD~w%YI1)sS?(!x-{*(7M||sVQo9H|1Iq
z8a<=Pf*fU}qeZ0B&K#6PI20>}$2jcg#y7;ilK6?O&|lFDE~B(i=;n1dti49fvYMu?
z{Xpf20?QWLmDQxQ%XUOhT}+iZ^rNH_bf+UR@9n?5V;LK6LD&PnFlQ%y!Hh|r$J^Qn
z1fIms=3~ZS3=Y!(<c-D!oo~R$TQLma;!{y5_8_nzMO8A&2WW7!r9|o<?HEqF>Ysgs
zi-Z6G04tJpD^YHJSiPq;2J&**-N|sBiKJI%(Izd75wUEc*%20~hb<x_A0E{l2262G
zR5^@un8IQVV2y-*{{Y+sPBz41EF47n1_zj#+kawWBg`Oe>^zebK0rUOf&j$uZe({e
z?0n;}6YaEP9A;}qrz2oD&u`8~{xcopfP!;7gO2j79Ff?2PW{YqwkN>vJ7gGw0FLBm
z13kEMV1YRUwCx*>fuAHvF%UAPFn7m;1Y}9rj79+%*!_nD!2=&~q>KO$@fqwr{@|J6
z1GXeU5!wz8#tt$g#`)n-U<t&;#2(TNZ@lE>`@)qL+kd-Zf+jm-8O%oT@Mk;6Zxa)l
z0Brz35+jI2oDXs&{*Vk4FgBBsCvF(?ncVc`z@4N65i&8~6T+0_cmzc4Ip2IA&VOC_
z0sQfg9!>|5i4Zo&2+Wv?@MpwgB0aVMPW{mT01`3w?*#sy!e(QIKV3xzV}8?_`$y%U
z5snZf0wz24U_c&m9s3EvJ-Abm?*r}M#zc(!07x7?u^U8S3?FX;5j%-FCxt2~oMW*B
z<7pGP&fvuP&vpnfKUnX9f!z5}-v$mifE<nS;N~}+kq2-GpU;E*58w2YvChOq?lB6C
zd;YQeKJloxGuTG(dq^AmN1x9eEEC(r2@qmNGcs|A!IK6gAKfB;tPbC4&zzIE$sq0k
z@dp!){h&dewkL9URMQ)c#O8Jw1He1UJ|OKF0PhNk0QVoJ^WSI(1W4g+BhCqfA`fZy
z$Cv<2j2jaN%<qGpvQM1&Fk^*2zem^i(<g8+Be!@XJ;>h@LHEHNK9X~s=ePd=ZNk{%
z4r8#-v>A`n^1<NiJ&rqIZTfJi5yy~w{CafwXXB3w**<D&ufsXFuC13g#a*52n`l!?
zZ7v#bQi736QV^m0)?8ASU0}&7{o`dS>qEGEQfbEMn@!%%znijEeMnjqTr_G@qtbNc
zMXtZyw(8+XQ1l)l(1pErbL%|c*AOx;tatwa;B^*2#zs5#`|)IH-AL_`<uvjQO{%EH
zZ5p9iQ0QB%rE-wyPtvpz()tIcvLU6l`J?_xFa23R`9iEcT>k({`kns(cvq+XB$BIW
zKr=oGKYZ;T(lLP~!HyBw8Hw!#PJ6~kgS^f>lNke1>54^D8}6P^skS(h<Mi!Hl}#xn
zPBw$}hEx9ltJz#ROh;0Oq!t**!g2sP`$uf&01_t~;E91hrB}aSUtcO<n7|Po&UfG3
zN0<Yo8SDw|GB%JSe%?Uu5O#nggSI4?`|hA}59Js$C*EN_AixJ3<NmR^nTUzozY349
zXNQm1-Aojj8vqIKiQLRgjCT+|@=ow)^6e)eMkN0Lym^3uI4}%>kt2V~JWdEXJDwpK
zBfof<*dHQs_Ys`%srvmM&#%!Jf#Z1q`J4kXJ@$>Wf<gE1kOY$(iN*(zXLAIO76I~m
zWPmoziQm4*?TA3*aU-@BoJf=H=OE5<AxevRAQC6PX&HmG4#30+f;SInjj}Q~oJikn
zb`mk3AeaI%kL-xd9Ot>f?*a#I5r8u%@*}6;1on|Q--Sod>)-eO+K3Wj0VMrdoX%u;
z`$#{K1Aw02sEEvue#9BTJ-xVwU>F;0P6^w&5;n*4jDW#2;|4Q{#7ylml0C-UDrt$@
zK>&z?05};Fy!pud$(8v5I1)3Mkb9FD+r$YR86sx{L_mUM2@$x-#NtfEWRN0aFlKvy
zd_e=xkvZW?3`ss`w4Ud%CN>acPG(6w6C=m48TLM4{{SrDL~#g+ljNKa@gCVZImYn}
z;vnaEnLY>GW1q3}DpSE8#|Jo{Wf}9}M8Ju|&caL`=V%AMU_jUtoWbH5k3MJLu@RXf
zOo$^rjPRtA4)AfGw1Qyc$J3BO%t}<Kr#Q$5^z*#`0F2|e3&e;U4a`P213#qiBLtNu
zNr>?xbD1LqWFPq_IGGtS+!UDXOvZd|?lY10;YxBN7%+E%5eGk>Oz(-4!S;-d_JVfv
z?Y>4N5xSG#+<pGzC&(L*sW3Zn>cbDztTRr_ue_=0X_nUN)sjDjw5dlw@<#Erfx?yK
zPWbkT`nNJW93I$=_~DPZ%#ji&@+SjfwmfVF?{3g{TC}0+)w6733Y1<YbqPo(sQO8S
zrxJg9>LNiYfO=~My$z=NO4M(a$R-PFO+pg1kU%I)h@(U*2iNO5kb(kwr7BXaTXmA_
zb}>Un>&OHG@c|4Yf8u$<hVY<d1$96m4y<u{v7xA~?Fy|&b!wTkgp$=V!b*+-LY{TC
zDaDCMQW<2ECKM$r;zH%j3#~vb+uCZ{z?3JUDRushk^<a8X|d8EdTk`9`zydA$bO=t
zspUUX^N+gZsZKhzEkv2_qcJn|-~gcjPYPB`UaQl#Wcpfq)Q6o)LVk7Dy)LL7GN&9#
ztaL=ErA4I5i4paKXk4{b^5_&EtXnLQN6XTcQ!+p#!qSBo9UY<979;}_l+C>dJ+>I^
z4mbOQ7}|F22--FT89SY}z#9(7w$Y9hr-MBwtGSWw+I-{@0~nO;#q-MR1qQ9=UoSMJ
z*Q@Z&O|Ep7p1AZlSy$oLok4H6RwXW^g*35GQsE9H^)_K($ODTS50G;Nm_5Cq&-QbZ
z+9dHkYr0q2E_Un9uBFO5rKY-)=WnfRr`4pcp{Z`FlBJ-qq<WO~4L0g}(xinUJ!v9G
z9(ReXvqwocSCZjY>!yO)5ald%j8v7$KujF7iA|6J5XQhGSvW^bSj|K|lWE)IS;{bV
zAjbqZZDQTpO1o*opp`RrmgG?!96*D|g9rvjyLHZwg71fYHOd}i>ODK6>Ma-TF`>0i
zptfB<rFyolLcYmnt+~^O>25c=yL+i|%23g0(j_bPAt5B=hTY;$OhgO_?;<7#_mLxg
zkktPG7he%N%T8Rho}=bHRegr>LsM+I(5FvnDkav?)i$Q8X<n_jSSc<FZRW{s-}9iQ
zAxcR-Dj@5GjK<*ZdrZ#r69i;#MmW%P;@!LL$oUrceE$G{x^VQXG+VqRWV<_XL<nU0
z(nz4GIMfb4Qe_m2)CVRS=>GspO;FK2QMql2EfUjz;NBuK305;qy;`;{Zt{{l)2x%8
z!)rc%&3;311bbtJ2<=?(oiHL~5hRQc%40GhM0T9cJNMt-ma?je^i)#3>kqa;L#-&G
zKx9Geq^liBAf-Z5pi?R0SS#2A+-JcUlY%jTLG3;sC+v3_@7wi=5(N3)#;#qg!DH7n
zcN7bK{kB<Ci4B+3l&XfH5dc&rWl3PD<dO>nl4Y-@CQ|<Zp%SF3w!)x7fpJtST%`2^
zuk%MtgFB_CNd#pJGL&(OQ|}#slN)Dv^9RVsZSKnsuDDqWSW=B;ypT;R%RjqG5=}Dq
zXpO=OOG+gE?J7NCO152T<{Vp2p~js->053jp~S(;RF#B~M%kI1;E40ia%5))A_n7W
z?TklObDlGkwAy!DQI}d!MOqRQ>L;bUg*RlO_K6|Zx}*R~nm<r!#F<dVm%TS~vAZv$
z)ukkc>e&Rez4}9@2c+T0(6a>3LYA3V3RS<k+dJTi_UsPcB!LkJeZKf9<sOLVFE;L)
zYhT;ly4Y>H9_^@;Z))RkwkoE&mh-1AwCG(;vZ9i(Aq`!s94Km`u&+!N6VV4y2^jG?
z@@Ks7u`&#AA8Y5A{K?kbtJELTjRSvwPTvg^_Tyf~H3e^}LsaEEuhP3sa-^-JahDvX
zr*TPkonKo>P*5N!V6J8|a&QvNAzycFtF~$)#rHX8{h7hB!lym4PP#Y%5auF7C`|Db
z1VXGWC%A1ZQ&KG3j{AW1rq70)YWm@~yAug6^^Qx6n%BGK6+$`gL`r_j^<<kb!OK+T
zA%tt8zZ{<pJf7tL04?;^t>w;|cTU`EwZ#^mt!-EP{oSgn8oLIexfKSlmphu9ajJ_$
zAh^=e0o5ePAaTp0f5ZO(Li?N(<32!vka*9!tDL;>_=&h_JqfIJdi5%<8k*NhV7I+%
zuvsWuzg=EUnu+&KiqUTblU}AhS5omqZn~tVXR9!4e}GPP=sg{%HNDpD%j(N!nX}j5
zZj^SL-Sz96cKc;Bm34)tt2D(08_qRO(%tmaT?HvUD#+tbwjP?thl_!~ZpLoz7tWlE
zW!y+Sc%!7%a8e+WZeOI6l|eHcser0N6s9l`q97To&sOd9y&$i9!%=-4bZTxFO)dC{
zqDwH0w&39#L^)>~qS6l>MO&|3#Wgd8&{fc;$#s=cB#h-^6zUi&NTy;vi6HiZGe6_l
zfOo?&J4ro;->&iAB4<6p<FLO8e+gWR=0_s5j=9%5N&P{nwF}ym)YOelsqKxh)w5IH
zEYz*HNoKrTY0{+ATbg!UZN)6QR;dIIIp^^|pfu+zx$CcVE|X!}O+93&v8vfj?OjE4
zwC!Cq#g_8p2CAiRRKMudTpnmC=T_)SLJElloRk)#LEJY)-K50{B1u5@?$)c68>Y!#
z?|hVVp3JIl)mZp&u{b%c(c@2u+Xw&-tEirgdWEK1M_}tk!69lmwKW&j?&W6{BPQZ?
zr>xfN%bqX2S~`Vf#U3ceEA#stlkQ871cxADIABeWVKWD}+(?e*4}k;RCvChDJ+b)-
z#1Y#P0Lj?kfw|mm-=q(=(-Dw+sTe)xM9v`XCmwSLB+N$}<#VM!ee<*f+xzAMqBk2H
za00Ef5MXC`0ONhY5+m}+;cpns5jo7A;(Hm+XE^KuJ~RISVHqTV4gnBx8|<Yqnch2y
z?-=e3ozBu@$m6)*vYX+@lw9fM$1?An#nJkEQ&-sa#Wk*l%f6qn-fAi7AF$BX`fa&<
zw_Mq2km{aSrqwzZ>bcgZV5K~8;F%<ClZ-~unLGJ1cO++hkobQ1spiMSOV`JFZC^l&
zeMFj3bD+Aa^k`jjkgw9HOLkk`k>8jJQkpKU<&?GiwDk2ZYwb|Cr|ye3Mk3gM-P0<p
z$yUqr)N8~<9VVjais^_MFjWvZXK)b!D24{FzecP2%+qaHhPm(70Q%cWgu5p~F-_*h
zlFwNkHqVO|=%!83rl<l~3@V9MGU*7NASt%*_NM$ia`TY9&E@Nyxwcc-?ONAM-0G_B
z6jT=5Z4Dh|mf=lGT&AbB($Ld`R@G`&@l`5R6xb<oNhw2owD&XGFd{r`NXBDm?dM>=
zAbutJkMSvYv0nL%EdKyIr)evwt^WXnv2;N6E8V7b@cXxW#pbQz6-dZys;MY#JwPON
z5_(neMes$*&U<oiN@{IQr5nELo8wxlwzjsnRO-7$9VIQFR$S~9$VEMZ=SbRIOLVlx
z6-@G+Q~slp+>x%dxR%mgHMiE(72e4|Y^cRNaKKW0vWqONi?*U=T{vh}2$KfoOzN3l
zF)<2W6PQG5%6F!X{VY8qbrH6PuWsAW2Zm1ZL2IQamdt8wqncX~(`uEJL}b#<mwR!^
zsO7s<*@8ln$52H8C?*_J$nqn300982-^A^n@jNjHyg<j8J4{4xoQ$08c;7#b&x8Ai
z!+xi(yjq&K(&!rN{T+tOZ)WXXcdw$VsIdMp*{G<mVYgLFR*HJX(g$98p{CjhsUd0;
zp?=_QBYb3i<bGm1f_qsO<;4|sL$jQQa1IzfNUA1pvI-_~DMaWjQW)hT=!v)$Ax?6E
zfOt+~;KR;Zi>G%+mR-`8UEatU%tfdlX(3ST<QXfIGL?;4RFF}`WQqV+Ok5oVPO1kX
zltm-)CRdCMNHHD(-?-fPn8Zfl-@Yd>G6qSK2ZDb2z=Al2V{atLiO+7){G-5*9CzP4
zZJfya;A8CrdCk_3Ovs5b9ftnnahZd(M{_yJ+^yzzqUBZ6`FztTqBlF%n7L_E^~RYM
ztWwfk>Zo6<d{I<&(pD`<p!su6T+8%Mw)?4mne-lmi{>#BU<vyZoMXm!B0%%QGGKdy
z_xy%ni2DfwCl(%-+?FMydPUq?i>H6WrMVVkIvXWxg*$FCRzWim%!X~r?fZ;h#J4yZ
zW#S0Yv0toK<aF%JO6`l^ODQRchi&AbWY&k4Xs0!tn_}hDH3X(7IkEVND7YvXc}tXe
zh#v~1BvhnOl_wl7xZ|z{(x)6-iw(BZ4W&y_BsR-QZKjYEqteSwp|k*$At^`+9nbh<
z_*Ue*T&2+(r%>qoMzX(aEiY))HT8Oum8-oyGVfG0w-1t`p{n(0sYMrBX^ZVLDjg_r
zI=+>3jt>YC1Q{LjVm6X{%x?lW0(i()u5R;Q$8BoOW#)e{toCYlQpG){*R1s&1+|tF
zAq=%cNpohE4I(hwT0#;I03;qSuTD=*Emrigv~8Ofz%-76+R?5aFLcGh-g0uPUZq(y
z6JpL)^khw{C5VayMON_UYP)6KEN3p1P{=YPYroM`Q8d#+?-{$NQFPt5sRO7`VFH7s
zBF<PR!s#`Ze2ZyxA2c$~8<1LykSI8AnT}L`%F7hbo3^`UkDC0>vRN5wn$2hC7PPh6
zY1l|Z3|lSwlI2H0+bJ1KP13T`8ySQ^5Fl~XZ-mc;o<?&Yk$Ov9>&+nkpwv2r-AJmM
zm1<2<ZACj)?N4~K(V@CaHRjn&k|{0ByjJ6G7Ym_kB_t$z{3!e?a!;B(lG6Oe<{p`;
z)mpPu)@q8YjmE1~YN|B_(CWL@siL+mSDFS~bxqK>Q1g{7zPH?YPCeEYj495JYV)Jv
z`<hyVlYEoCRB2rar<t@nW}+5L71@;2-fa{&C*4h6p|#x5$|>q=9ink`-h+=lM)gHf
zs%zb>s(<-^J8{V0Dley&OuVE$&uzOgrKX-aS}nWeA%#en<VECa?<5rGzjA{3QM!D<
zNDN>Q;xT&TPjtT7^n7l^(sy6%yGr`fZC8g)J37XOi(`1oz{y`=+Vi*E$im%hAnnHH
zVQ$7q$BM0F-F9=lGHDnNBu!mw_@UEuoU!LFxaF3TtGLnV%|7LfTI}k%R#j87-PccA
zbpx%`Dd(2uW3=^GT82>lV(KazX{K29OH3gN$r_s5TXXm`<uf!i>#2Pj^5XlApn#yl
zZhXh54iKd$s3lblq5&l-AxG#zP|iOH{{XZ1;wSc(>#l5Ev@WU9I-6Z+svSLk*27im
znr$wswBJ)%ZM7zxP+F@N>RJ|2O7iLL^t5z|`Buw;N=gn#_?7rk=RYMhmA~PKQPXM4
z9%JZzd1<z4A*SzcUF>x9H+xOa_^0i+FT-uM6)B}=`AFO06oLN$MY^Ra*Hm0t{qGBg
zE+BNy4r1Y8wB@&STaK<p7IJY=g+kbtNz{tQT%=IxxmC$m1yA@>3dJ$W#3lmPS|+qb
z*>HMl$yxB@84GggE~q`U?Uv<YlZc2}9a+=2@X^Y%WV+4ck&0kej7~r?St3G_Bph%G
z0;PxWg=v1#%Ui`QN}E+fy3XZN>RMM?Sz4^t1_MFBI##5joGD67^sQyAsRXNPvQAG{
z{qZD_B7eJiCvr?<ZdLNila%^Zy)R8wQCjnruiY*+l>$C$<5bNv6)v<tvriO_A)pG0
z=qo2BDakt?<9~0y`R^Xl7~769zo!`7mzBpk7<Cnol9OF_YATVDI*11fX{ae20O^6i
zoJA?Xrviv^l%~l;18v7Sh=PiZcv2P9MrkIwQ#n*2R1g!GprJ%cVJMph5{Q?G2ZThp
z5z73n=WjE4H+4<dm-?#XXIH3)D(#-Ksw~$4kW<lLYI#PMpcE-dON9aUf|RCRZBV5B
z2Yf5@e@^^K=<1GS+_XK0&#Y}#&uM$J=%t~qtMpS%LsXR0+#GDzi*-W66q-ta(|vT!
zs3p}m);?x}cFuBUC$XRX2R?S67~=iV`o~x47i(%XmZ{X5VxpleCHM60?&o8Ap|mKt
zl)B}%s+n%3D@alj;ZRD4Qb16iD+$;%WY80)By8}a01k>#;xb|&2Te``5KdDDF~la}
z#@h&h*V>(=(Yk=hRAgqbmnjTFr#eRJb5?310O6b7%&G=*im8SOD|3Yt7w}+Goj^Cy
z?GM5Rfz*E#oWAA@+6zZ&O(A(*&WD*=b5W_vifYQrwo6vKy&a~YIZInoYhP{Z)|9r}
za+Z<CA8GnG-=|&`{kvZaoQdV9?BC}Gy5)Z;G%kkKmVHmlT88y5nbS?%>+STFTI$P7
zScY7;J4a7O-FjR_q`gwp)UCI0ew~_h)Yc(<asL4S02m&8e`}pw+fYm_1@jkJEJ{yW
zR#L0Nlhl=jsValgq=kdj0TjJKdDQ;^5R`X4AI`mPulbdxt7#vuth8#~d8_X9l{J#h
z8Y-V^uJqzxsAUx%wJl4aze!ZhC2b>&RnoBQdv2M?DQeF^Jd#;QDaK2&b}F<?4&g?v
zmQ6!85-zGlFr0)kKqgcR!eHVlupmFKn&<|jUGjFtfTiCLAoc2r!o{lj#M355K!sIi
zsmUygPu3pJ97!g!O%ynyk_jA!0*aOMYBd!l)d{E6bYb-*1hsXf2x`5V2?0(30xA*!
zB|!9&4%3c2YV^fOWmVRPo4i}VDlSsusgOGUm+7+NRD>t$1FIzcBaE-{OUug#D*5TI
zG(MH0cHgG$O0Yd=rFyEawZ^ILdSc6TbtbB{>WZi0va+eQE!S7lQ_=`ZQWJt`>+3D<
zhv=#trgUSewG_?>0cjX<BQlkR44g@xKdZ4)E#@O5rJ4eO)=i5^2EeIGRY3=cCgC7d
zr7_A?0E!e8DNb-Hz(5RO42>~&+Y(ky*>l;mBHU%|JA!7~lru#RvqMNh$hnMoW{W72
z3M$mj8mMOKofM3sB14%n3AjRD3RMaPDoTn<NGTyh3JU}RNHZYpW6nN-*!U9oYNoWd
z*wHU8<lPjD)7rCFI<-}bVv$^`Q+)g>NDjqEq^b`<$4{oDN>2&}_SJdmZ%|MMDo^m;
z?dVDz>IGyPnsJ9x3Wroo<b;6-kEq{*zuBGfk@3UuwWK-gq`o?I-ixwpDy>syUX;1=
zYSDD9wlk;hPgtk=Np5P@P~o}!y+vbG^sF|EZ5z~03fh{}RMjOztpPBLJAL$h<Xb(O
zFCI32vE9wKE7e@4-ByW-VOc#<eoAc~j{~A6hv9g6oJYX)x1!Fh=uVX<s7|%FOG8pg
zF5cWq*gvZlwaPGSvo!a4U@m9OyR;<C?l1-HaIEB_z@TLIPd1k=E;dSzTxi#AZ-Hv2
z($+dwzHwD8)YCCTZ)S_quSLn4I`%49QwnCKyOk{^Y94LWR#LH0msoG+<DCnkbDTWa
zU9C;7*uG@zmD^U)O4?NlwLQ?%EtMuvTU!OPl7doGl>IO`&OaU>4HrLy--@nk{5szC
z#RoDjoV%^DvstYzR8HG%x0UKWGiKF|nrl+tt`?UlSiZAtue3LDx+2$dq^-BAwQkco
z+ggN7!ILqG*!SNDvBv)LK_1O7)8@9iukJQe>P)n`*|l`kreJnpn`O>tsH$ZYbgGUH
zqH7lhQL|Hk353ZI#u67L={4zOe@I(i!nI9cwY2?5RaN`R3GtN)L2($-h!q9{2^rk&
z_*;VAo3=^th^Ci3z>hIVwvh%*4CVw#{PB&31m|_M92{?r^RPMd1cL%_V}uMHzS)_B
z_8!tBW4>?+!9Ah@%mFfEya0A5F&UA?!(3}!H~pO4w9xwT-fdL9Wl$T;AGRB$SSe16
zYmh*pxVyWA1SszAE`=h6;_hxC1S{^8;ts`Kic5hOm%?-Mf6vT&=6uhGo$O?@`@7}R
zbqt~`Z}!ynEY4|W)X{g&Y_T`3dC913nqxRr*UCuS^-2rwAS(DOW!90NVF(JpjY9?%
zq>n@jbV_B9IX;wqrc!7QxKJ<uEl|b4HrZ|feS26*>;i+IzKMAXBX>$#70GAStZ2pF
z_z==9=-l{E$Zot_9F1?uSmm~?whM~UM^p1aZCX*m0lSH7i?pL~;==VRo&{|B!~Q;a
z%#-#IQe?#J?R!)Uba04l<~Uz>v98)wsjbko*TxAEtap36)O>i9H+O`i6UpIOv@+2e
z1w4q9fbnvN`p`>k6SQZ`o%R@38C|FlbeMbliYIs3Xd!ZdNXgx=q@NAERi<0{`d{#<
zC0uToBU3vrc31HU+gJM=fz<|?PW_V_(*2{vMISB~*K7=xEyMQF$i0#{DanYaS%`&F
z>m<x}mwl7#h5&2f=VpX)PG%Ek16iVR(#WB;6bq%Rq?w%5s#!LW78u$~nUK1id}x>a
z@2me))bZ+zs@_kQALjM6k@4>?!@~d4<}T7Ep#STc2-uoEJuG3zpa%Wp`WgA`gwcVj
z<dh&R{<q+)c{<v}=C#PNdUH;V#H5H_IBGgS?TjdKCSOyIS%&mK<FP}U<5wyO!%A=Y
zK@KB_-}lVudrH$+m-w#pdt0Ixsa(9_q4g5T#M89KLPTTvFBg+m>R($95;x&p?i4;o
zDUIaVK%nGQr^QBTV;IB6hn<mN+#S(i)|-~<M;%HC-#gVNsrPSN?(ORgwjGPf{|1*W
z8|pSb*`ala#wYrGN$SQH4B<&3_X;z={o)V%-fjx7;CJPD2!wHlnnpSpd&2l`hKmRJ
z>ZSdA)@l~=@ya5aiq*CDM8Y89H^7uUAH}@?0Iz!R9v#!DhUarU<$LUU?1SDQ@7xVX
z{JJ&Odea}@FJy|iJ@XIU>ACphb*fS7*d&8Y5d`U8*QcLZdu$Jo7kyP}PnFob_x6F4
zJ2P<a=9Ksvg3jV*abr!@fMyQ8S0^#R%97l9co64nhonp}j#g2UM%R_&j^2)tp5rFi
zVagVQ{6(zQmj1juFqjL_Sh;WX8C%WeA8ciFzGVwcu|HYTI6C4V?CT4ATT)Ww9o?FE
z@l?()ih9S+SCbyTsK4_~l6(rahh8&`g+|vyib-DgAI^K$J@>&MML9J!lHo1SlueO`
zzQ;^OIFnrq8O+pd9r%>+ceWO!&Vy-kc)un`$~G#C*dFpS`8$cke_+KJ-43epbAD1v
zy?s<m<lYsc^eZ4-kK4VPc-o7Ov*q#JAnv*kQ6{GJ;R^VY=bwz0&=)-IqIJ2e=TQhg
zakedLDo1qw2S{U2uZ{esV}A<0@w#257B6=&bV&WH;*iFdnE$O-8%z*>g2oKaYH)RI
zhoz!dpAJ=ZDGR<?BklAom&Yp&$5y?ary&4Im2-bZ6?zlmn0}2fZ^M75O<}(W?D|C9
z%AMj-sXSV;?^7WVr&P&?8Y`1+S%FAX=lg*U+YwN618lK;B1bX`?vQH4n~G*V4nB?2
zo~?95C3|f^qRNUZ|9R6;&G)qmt(@3=CY|_}*dS6?$2lD{77&U`f$-<Qp5<N#3HMP4
z68W<}tFQUPwxI9@d8d}SW>wc>k4|NMPUwV=4j-CROKya<_K_1ha0FWkz~UGz_K;ZJ
zZa+~&TP$o_`E3<V^{2<qhCvl`bf@ld010&IL|kpI*XvfXA_b+qq?Eq>=vX@~tW@l0
z`-Y2e<zp`F<d?Be`{IX%>Nca36ZWc;jgUled2P*7B^%Wdwr0g?j1drE&OP|KoB)}Y
zv*O48-B+n#9KUB&7piTm>g(YOOZAz@v&MUKpVJ~`m_(>lgbtA^d4<Ay{SDUrAHZy2
zWpTQck2G!)wowY!9e@s3OlA$#z0RNPv1yCUA^|%@jmCHqHDHeky*r=s<Q$2F#IP}G
z<;y&0eGY#;EGTbY`p<OlTJe`jPmx2g>EeQEG>)du-PgOG$V^#Le9fv8)~Fu)o$CJp
zv6pe$6q1ASoGpTu8lV@uxvxzf&YuMgX<8ql>(3wb%h+_au!)5ANq5{2M7MwZ=oO-L
z@exB${Rh^(pHQaxix!+>*`r5(v5ka2*XsTGy5)c@mfF7)w0NR@AY(wgzi>j*N01<r
zPv3`M3{eLE14vZ4UBd{jAxIJyR~^OY{MbU1&Zj^3low0pG~4GNu99*4VhfN)OCCZ=
zcG^&Q+qnQ4dh(5eGLhK;+=9100iVkUJ<%_TcQtU=Ob86jb0!-IkNfeI7n*|WBqT<a
zhrA$S4+J;hSs^oXXSPdBIw^p{9_LP6Lcoxm;+6{<nFJ4hRvflCe2Wpyzn#w}7qJ-7
zqjHQRn5+)1ykSaIpPd(3&37m$dGIQ4;ko=7!K6VCcSve30x_9W(@PCgzdpeKz1w~i
z^s3T3otEGJ;>N&K)3_P!R;MJdC1%K(?}OgFj*ii182^cEto2uMCSfTe*mgNKXp!ZE
zsKZ(yHMJnC!Ura`S7y<<VupDP2tpK|_}uE0R|gef_cjr^b;Z~(<peF)Pcq)7kZqU1
zg1#o*HoD(?6Ey=5!urhAAuzkfT~dMBhBy-?wl@S&a|Qm+!8&ke=1_^X0LeY`-fjG$
zCV%bYXOlIW&f_(S==QAzg~_2`&NnU`CQfh11U9Og=Vzgj<9cjxRp)uZ#d51GHTU*^
z&&VFZM3&mFh=l-AwRjOuNrF$Ub9dL0pT2J#pS*{DSXy@!$(?_vnxilC27!cWHsO86
zp~6v#A}w5rcWeS*uIW1r**VubK(0_bCMuC(OqIjjW^Q;>jU&mgjv)tfsA#h{KRcMp
zS^1;PY;74ST11aMocrP?=Ss=r^Z=1+Q8Fh`V|B*QK}t=O`YE6lysWPUCFVO;ggL@=
zVnI>?u+=4+O8*;J$RyE=#ZJ3-O`wN_iHZbyxOGmq75)ZcPMLJ*lge`_FPgPRNv#f#
z4Fu3<LEsnLr=xexyitF>r4oczdLwaAU-LTUvTbi!P0Gk7EY@V#=InW7eMY-j=(xD-
zV~f)isFxZ|(S}~BVIO16la%!u`3G>k_0P1u{^~zKB!%gvYt?^%*C!7$OFImM#`k)o
z#Mc2^Q8;G9<9&Ul<q%9-eqs!@iD1QbAG%$##P2f906-R+eG&_$Eu|9hB5ND4dzK7v
zCj9<4VaEo)`5T<#^FLa}k@}1937<Qd?*y+zAH+`^y$vVR(SN|wGU~+h^?(o_U`R1B
z2qcble)Q??w{X&e2^z$W!VKOuGKp@TNF0ibP6Z@9W#Fge7#Wor`gpgSu?UK-e`3PG
z!zBzC7Fyq}JIfm;^coq!OZilYEEAg_NLbf2tVwTG929>eaze$Wk|JX0%q(qK#q|Yf
zqs-ujel`SdvI`7q{#MW<HYxKnrI`=@+Di>D?=ePOvl{Hnb}Sc){V}?}D$|j6rD<~Z
z7Hpq=eGDlf)xT%8rUwGka1jg4pChPc6z9v5{KoiNf&@!fk@KXpb_nL2HUxFkF#3dv
zFAb3r-XW7h(v*an!9o%^^&JjZF0JDWKYsZQt!c=hP*DT)a}^X3CCOwEg>Vs6D{xd-
zSAO${lDZ0mABX2#ArL8Qr1=4q3c^C6bHemyd+0u0eZ0_)wc{g+IZ;OXg&Ydx(D&`R
zMzqii!WS^m@(dTdwF8<)%BytZvcXx1%oR2us?^8VP89&_=3)hntHJKP)U$AA#daQa
zfae-7TEb%R_{G=nAFm3f9VzmSVSL_?SF+XTX*)eS$AKp0J_$4O=Cdw3I^a2@pXEPk
zYPz6pDsN}fgi2r}K=%q$!B}>pO?P)C0k`8u>)aA6Lu_g3cQ|e&D-u7z=Ztkx2{>AW
z1Xba(Ucrh+t_O=ir#<J6h8d5Pu`!jB<9;hcdBMYKaI1}Mo3S+ym{|tk%{@T}j`zr?
z$W%Q6!t&*%VpNJmbaa<L%4J6dCDFQ;(eq^X$3JMP{q5Rne3D<*o_?L~$e-p5oVODl
zdmp#RmIUkQ_pTS&t)3U#c7}q=RMUPJW6KUmT&6X_a85fV?Z5T;<n9>{t2+i!4HYym
zf74jwdulNjg|E$BPcA`bPuTXBL{&AlwdGI6ayewV)p8(AWjv7nDbTPYn;mECYlrbB
zQdb?2K7F&QBM;UMxt@+APm;AgcVaNN+FmKY#SddUxN5z<8;@~OwN-@ta<xvVuG%s7
z%qw}`cVB)$v7lJ44Q?ot&QlDw&qU93#cvA|5<3d?b+}uJfjVxbLZ>PGkhn%nJI+#H
zPO|hd#RHaA3f5nxU+#5XSkwk;f4<C#I2syN%wl_!*!MI}1bSH5Pdac^%~9kn+<<`J
z?c<eNeRY_AtQXWK50i)y*4<{uf0?p0U-e1iPC4@4=XXR+1pgG&9Zf#vn|+&|deg4b
zh;0xY<sN~WnpVcfxNyc~`JHaTzABZY;#sxKx5iE;!K^G)Ta#Kz4aBZ=JR~%_oRRcV
z;F5rz&Yw%VKfQNmE!^lf{O{#h2<J8y7_awU#~mxWg>cZUn}NS*^#Rd9kq~J8T5WpQ
z!ZM!VOVW6#0>?L-GaMz{PiD21+W_-%z6Wa%@#wwK@Vh8tvMDQCcLwax@Babv@Mw5=
zfhc!RduSII1U5od#_t6UdBz+Ox*71J3fH^1_s^nYd1yB%IM_zJaQ8vly7hZTa_a4~
zb0uMxCXHQ)H{k9E`6`!>s1I?Nf^C;ljArN=P@1}tJa2ot%Q8y&>0wiDR6HtKLM}v7
zmV9c*Hwim_BAar0IRy(X0+b@ydzN@EIiMUp9eyFkF=5GgnXpwHl7ji&Mo97rMBN}j
znLQjw<fb9yiOGNgSbvJUOLU#4Q%T!X^Ibb@p}UokLkr=h3Icq>c)^gM;4_Ck&<;pA
z>b;20>OUmiU4MT%`gE+sdHq6u`HH6HwXry`1+aT~X9fsg<E2DvO-=Y4Jy1ZEeZgh*
zrf3SAJavtjEV_VCT&^J~C`{&EH$LHLii~1YI^6k{@SBa+J!-u9IVM4e19#8h(OH&d
z!LRa<+^2W<LMJ2<cPC+jaMxy_bHb^vZCl({>uBGoZy5eliDLw$v#=4zIQCCPr@rv$
zF6Ii-*41k#N%ZgMKit_|->KuB!jx-yp{kcC`zz1uZv2hW_LynCa?+Eps4%Mn{;v!I
zXS^&u+024*v`)KUGz8JmrQ^uSmgDO_b0m!UhG)}RodNKkMz<_e#qU>(EjvqSm{|&J
zjhD#!M4R%uFx{7P%GL@j+z~&l{f+wH#r<P2$K$nR)HL;#tX&%1_rD9!mS{EBBc0w*
zVxN}b?SXBo+y$^-8eXN?u0HWNToN1*G8Cp{zC*Ft>bm1XCtk){Yi$7zWTOz-_D*d)
zAEM&l!arG{@<>k&D6CAepk3$rU1|t~`CM=birxxeL`|(*RY5D_qR{|S>w$q}G*@eN
zEFlLrYGyW8HomEtgmllX7{mt_jJ;<-{QW{e79bn_u;PhkR_yQ!LoDvMA0#L^A=mXO
z_^9<6|M)RGnK1Dp0p)HA>`DGN?sf`Ud8zo?vxWEJHpNZxB|vU^4SgyYfrdui!hoyh
z+~kBl;f8>(aq$4+dnfQ7mUoF+%!E*WY;g&o3R3S`pm1YI5BYsjUeAi!!U*)b-Neey
zJNNU$6b|808g>fYl`Qm2XX8@3s6!*d{N&0V1(5oq=2n6}nrBPC8QlNR4Ht_b?uh`|
z5oe(^g!h?8)NOl|?C+TnCK1N=L?H_>3taHGr}gUZ!^?L+pxN`wj_7aP>Gkk%F&UO+
zsuW<Mhh_-lr_i`tPP5+l#xDGc5V5=e00@;}Tq>073H(oH8W@M}A$~$%0dZJYqE01P
z0LuxViM#C^Mxts<Oxg@Ta3j9N^h^Ai=YN2H1*z%(0B98+?%ypp8Oe7Ei773)qZt%z
z-NajgO2g#7g{F_0&B%|uAs<ry4>0SDZ+`YXycQ>gMV_!{6~5;Kcp7%f?nS#&{Fh?-
z*zox>Lf@eMCB0ej<<B?Gf67eIHJYNDdMIX=wnx6oab>AN8byWl3w`$W1{z0K2qYa#
z-vB2Uy5Kzr5ey(T_3Ay9*&oX_18~5~UWu%!GY1LgvYk9wr9_mFsz6d^^%9iVFx<0-
zu##*)Nhir^Fw;Sumc~x0H7B%1u_2gQ`rzy!R<@8GtFcs;VhfTmO$`#69+htnDZbH<
zU(Di0&f25m_pr%^aerG;U%k*ty;xEbpdT_W8L&1xi(ClM!~}+YzJ@u0!>sqQZwLaC
zP&Y<ZvmD^w0Z^1b?&CEzaNV^i9nO}Lh^8h4yKIy;j?8Rz1d|lZo<YG1n+GP#DE{0c
znT=|eOnIB9h<<-ZhdV&^q9vMVp|KmmO^vkilz0Tc{B2p`Ld*UExZox1!j-<@jSJl*
zfw#E#IH_TwZx8PUTIJDTbN^-z4CNLbh!Ups8JH$G>}m2t#xmH@lhM8h|7isv1&C$Q
z>8p|CI25!9HV|s?%8RW%+Inj1tcTFY3myxUsbTZmtF`ta{MICF#?Mb^O}NwpguT?a
zqv#W8$dM4)Ssq$l0SR1mK+Y1F=gUi(9~T`C#C3CS(Lio8@!j8xczDDui-aV7DjB21
z%P!g%8?(DGxoP*kHx1l8QkMZ~6`{))`9s4jge=tEkptMjT(jbE?-;xMp4HF}Bj&{q
zg7$Vq&0OhF6;>wx;0{@`aG|g~U*e&U^!`!_L|eNKm5|yL0ETeKspWTFAX#oMa#=)f
z0?C9uW?2`sTL}-NLTC?33PK+-M0<HtZwsBb@q3hzRnzBU+pf%JiA}?o7v#T`F|UA9
z6Wb{$%i((|ct32Tb5uk+?$G$WrlG<NTKx_mDff-(zLfRyRA~581OI-~vcp;UGH-mc
z+zP%PN4!?qQc)_bQ2?z915!>VMvlnR*=f}-wpzn6>2`3#=za$d-Hf~BbQ_yPnpCcp
z6SF?SB1?~XUMCp=6d!@r(OJD>CVic9_U-DV!d<#RA~vSVx^!I4iTBL;80a@Te5GtZ
zj<p%WJ(e;nSL8+3T6vS_)R^{t={3KdVBo3RJ758@nIV-sUO_Qqvkv^!%bZsKI_VnH
zsYa9(5s>>wXvWVK-~d^=|Gc9rwEnfF#wwYU*N;m7rlxcv$!I0ly9+Da?|-<Gud|iN
z7F>i*=3C#k>Xx#*JFtT%a8pW3pmn2nG(uO&j1ml<shB;fw5wZf**H*-{fcjb;BR>~
z-s(h(<9sEPVkm@1Eixp`!LW!bVF;053GE^E#15A5s?~5PFXf*GOba?&>ZjC)p(l-H
zG0GI)=z<>?M8Tu9Wl!m#Bv0Zy9^8>9v>h|@yJ(d4Y+eA((-43R>FN*7zn8jT!yGBR
zi+XaxzUaRtTc#PZ{bVIK5=Gfd=LX~bJ}m0DCKP_4%s3r}Lz#?|M>8X_?Yw+<cKeG6
z{qSn2kC#^SWq=uFxZo`S-R$XhbjqDFI5kQPq&YQ<*M~d0PR!yYMb>-OD<QE~$Sbio
znx|QJ-W7LGn?Z-F!P1t8Mp;0+$LQvn6}^e8XeZI%gQJCS{^%k&K_=dl_Z+3M%h)#T
zUVp{X&J#!$y)CqUF6tl6o4Wp+8@+eaTw;aAPr?&jD!<do(!VdA{OWln#53!+wSw;&
zV_g2Ygu3U4Ja0V_PQzn|cvT%6hvd@|!?sn98f|`~-J`M(kWCkXRr?C4xRf*f0&8SO
zfH{+q#X~ZWa>1WK4NUXpDLP_GJQ0-tfqOn)YIJ6+doo;~Mdm`e{|D}oFSzh?YPU2g
zBX#Q7$cX#}83DV#uVK@nX6GQBCrO*C_aB{<H3WO;{&o$VXkj<Erd`SFJVUKo9Qp9?
zWA>a!D^o-4hrZ-7*Ip~dFX$L+KdV&wzIz+YHhYU4->?m37(h~61q0+|?(7Yu#v~K*
zu5(>ZK$*_z4nv}OHywztj=w<CvIM<|_3^!FUSVN9=i&o}jL+&26N9RNW$Lz%=T3{w
zGA-J=9}$hn9MnKvM~+up*dM)%q#_YWI+f+}Hm>w)pe0Ke5i{M66lOxmC*P~njJ(sD
z{VK86ZqZ=)Y_-E2veol{NS>-sCb=YW0<n{Cz9aTvZ+$ZwGEfPq)QDhYhre%!xOrKc
z(6Z=ow=FPu`zBL!vRg`lwXB;**<Okaw~~$R_A7%dwc4`xjr|q-G@e#7rlFQuTM;Ap
zSRrV}&g?it3yv)dbCmEULkcFl5^1B2V^aQ2d0(`*FH)kjgq`~E?ilFY(YYt{F|&B;
zmqAh-Puxi+W9aLnN?3(Q{x!L5d_~zrm`qV$N<{=rnU%FKMS9Ah{?vgz_w&~+Lu)t{
z3QVF5I0G3$gYB`&sz5?-@Rjn@mg(F%MibOdUII=In@r+-W(OAwru9Armpte}6<sa1
z6t(45P7}nH6-~8tD`Vr?m1MnYy-D-D;;bb6|1n?j{(9+mn9mvNQChDN4D5UFbwgou
z=u@NP`_8V4lS5EzVRq2Q(9R<#45n;oJ~O|hhK>H1*<M7cM(^5|VUspjl6JP6P)=2;
zlXgIt);6R8rcyyQBSujK@JA-h1}SCK?=`atOy>EU53p78=*hhCE6G9D!vWjaS_vp4
zNU4hCHNa%i*)pLM+Ed)fS(!BOW>G)!FJ7}2!m=z(q-T<fm(e04qhgt9`j;kI`$4|>
z5`}*&h4(9ELl?$kdo4^HnWAuV9(3DwDr1q)dh72iRq@gnexjnl-EHUXS-M3dRgh7$
z2%?o$BF`bEfJ9A46{#mxC4>rC+$SaD)IP2Fi&)%ae0&G#e1!CMp5|YwGri^n{~$!}
zOu(I-<2!winr={4(`LCxeoDxV%zM2Y_NuhAcQ}T4T{+-Ykr65IFoaq9#Ff9tPLHkm
z+k5`S#JXcnv$@S1m!x?L>r9t<3U{Ptm^ltrM`(8IC?l#)@|??{Ah!)HgD6yte;x@B
z<>$Kmg~mMwX_b^Ub|7_DrQ_F>4ZpFDjL-@q-eU{={ew>2RoFD7rm)e-OFWe8zU*_h
zz(@+>+CT#ACopWRj4DDU#s=J8>3>;~2}7hUQ{nL#ZOgG;&0Z+gXv~~i{AqHECR<Ee
z>QmHk7pzw|{gzJlfx`QvkiO7rrA-1}R+i8h1}ZB$S`tR%dB}a?A)NhsUn2GA>TSs=
z+}^0tBV)CSCaZ&2?aW)Y8R}?$I+^kdJYA!8n)qJe5uEw9nGRKMOrK9s^gD~U3%qB!
z#yjT;nks9II9IKy`#2_H4%1p&d`iC&aI};t6}aKn7^emZsstFS5cu_`67MeW(wR|5
zu}J1Ai+bU2OBNb6?&Z7kWFLqhuf36|v{b5GGKrPnJWtdeI{4rD6wCi6NEHNjB{_dZ
z;ms7Bi~>#~J?u#4Z^jq)Fc27U9536KlcJPEO|*)bhy{0^F;YQ*G=Ivhsq;eGvc?#o
zc#M7gDKmGY4&7Jqj*m4Wt=_%IsIMjH)6%=uR&nOv8#i+LnZ+<ol|?k8O?t)ZL*A18
zQGa_ewZV`?0;o|taAo$-932~Xe#d>?`RGt`xnQ_hw;xn+Flp(<Zr#z$t7Fr)Zl74x
zk>j@WdelI6go#b1SE&ED20BfD&)TQ$?PLbqgphxJo~Id~e*b?5RNTqFF?*(6=PD(h
z>AUhlMkF&#-nG)7RXzU(A)SB(lZ(rJIr^SgZ^W-rTyLMNLg{f_@$K#Sn`Zp?EwfeU
zH`RtmKTl?nfkCLetobm#JV;wld3le6+}~f+K*Hp}O#h=i*rz(2k#0ZRfV8s}RPHJ0
z=S@`vr2wXevW=1bz`;8FB86tS*vUNB)Euzi;FYrner}==i?DZ^W@3CNQa#q7RnM7E
zmzGBCQ}2NzkR5ROK8D*R8`tKCG;1X$Vae#FG}*wLDIVMdTk|Y5D&fRgtiMrrJUoHK
zEabbs-aS7)h+Nae%~Nci`t09$x2mnwzB`4HR^ELIK3I6wl0P;!$TMk^Rb1-rG}qMp
zg}H--AV8M{6&YzAB?c14Ut(;q3^x%8<Tntsl28xDOwsMFj+Shg$ei#?l7k^Cn5eXL
zsHjW?+&;bGZiF=s&vS32W)CMU`7!3Qnzlw8-~FakZAB;XnW)Sr=1jz%(jkdS(-Cra
zC-~Lpk>;-27A8%X${d(Thn+P=N2RdNBUd;geNo5VHe64DmCzqzp}8DL_1pa+v4t+1
zAd3j6Q<^yX4wL1#TKE=_YQfH%<lMc`xp6zb@n4x`(Dl9K{W{WTg7*&NEHmI)+O!D4
zapz<Aei28N_yz*Ki&<o^WW)JD`#z?_TI_4ygP!9@=gO~>Dwz6H5!3@&e^4;%F)*Ic
z$VUj5NB=1RQF(la@XZ)L`6PN$nR8P5(454$zY&^bsYZrdb0S!?`2pqhx>7r+thF+E
z`)p;sKj6ZieU^X=3g3!WpA2K%+9ytJrS?cO5T%PF2*XyJNjE;-${ZbNNyQq5={7i{
z5eAnh#ns?T<ql|`zKEs9{2LLx&%()iX7D}x-ITYTLA<it0$+=vJEExCSRvgzM((3a
ztIaAH^kIsm4XP1oXx%WYtaQBA3IDylmr*?<G8#avAZXLG@*YYG$;{cXuU=Odx2%S+
zr65iWs$f$ou$DLM3m@uOrMxqASFIOXNUyFO+Lu;be4ZvNVPow1<=-<7ovWOH;>yO-
zS_@DnRcm`NS{#ILE&irh76Cx80TV<5|J*&P@JGhL7T#`p8r>*V7j@0dXoJOJzjG9F
z%5++<P-{A4<qd*J<p)HP#*Yzr^f(B6x#Amj>VV_3Ef=`~78nn{etjfQ><8Sm(!KQ_
z<Nkv~?gtR6b3wVB)IJX$R1Hy%fga;R&*9q=6QFc-3p3Ko3V^H$<iX|w(Z#Gd&RA@u
zzPYT{Y5mops2ml<!I@n=jfi1fHtFYev!<=sP*fFU1425ir@wvW@ceUSYF4ty-x07g
zRqnEPQ_!jjU4qn|aIhE4Te`NowHg+fBdbdY%IRrRE5JrcJ4FdxC<6s^d3V%PJNOo!
zi5^1dGyehT3Y(abkKzrQq1unop*JzZp5_MiiI!CyH(ociGZ+7E)J0W=Uq9As3intW
zZ)vVw4=$y5G`AwY-9E-fS(<Jb=zPz$NFE}0DAhc+Ay}Jg)*mnHQ7cbL0mHT0lqL;3
zhDj#kw!Klj>0GWS8o<i!7CsX(pDK<KA;;NZ_+$dFwR#fhl`NTR7+Evi0bVRV&O%Qg
z6d+X8_a9(pG{m7f#qTs8TQvGFvR((YN9?fA94kil6k0tdh0eXGUg{Cnr3$QZKeC!q
zzVu<lFv}wrB`-X%IEx$kH?+5XKW)xiA3A8NtzS!FsAbwTx$>su81DLxopkj5w|RTP
z*Yb|nq*3;LX{5#ceCIG6Rz(9TCI%&%+YNrNc3FhuK5K6#yCb$mHg;N=Oy;ZU9dwLd
z3@kPxn+tUrwro<ReG!MGN@kA)6%VQ+3#t-IY&C5Z6uctgT5OM%enC$1PI-m%9L_3R
zjs@0a2o+s%%12TqCu|aBnXIp@kt!BZc)uV7w*J%Whv-v3rUWFb-E~`5IDNsv8rkw?
zNMa$v_YN{y_G;99zmJQkND4<6H?)BLdrMY592VJAriVhUDfZfDDD$cDTCj7QrmLz#
zEv%R^hB~;YV?D(n7-k38oXrt&BZEnyiik58v-L_2kys_Ouq1Z;W4G~Q89?5OLFM|h
z6tX7YZ@$NSYv>q&em@4cEXh3^>)b$9<c&AyjG>&68W*8RW2{qm2UUCUW83d{47C)2
zJM5_xELmM6GaZ!L4u;Ltn_E8BHM0i(hwC2GLCB&L&dSxdX<dV_y+PKm-ZZh%m(it^
zUS;`?h87YQj^Rmdty?x<!5>N|x>=;}P0|jS+mU26chj%-XNI2}wIaG|;c509OE?Z5
z@Qi?UiNXt#5<O<2st+6duAaQ0v%d)~hw4ClV|4+WHyhn@M{SH5=SB_aM%C=qC7gKH
z5J|$HC;|tBwY}FK*Hx*r{>@tRCF_rHxc%x-SXA9U9G~Si>T~B&^G;cb1$^QWl%!a1
zbIVVXU9_y@@=ux<g^11aTJjJ5lhg}x&|!TscriHFai{1|`7AlX&I0n<Ol|de%m|r1
z9{Bis($v+ys&yg9#;^!#ea)Qt=Mg5ZQE5;<+5AgeW0z7@9s23Hik9?o&eTI?MYCL!
z=RIFX?V$4kseN;|y7^3pj;cM+hO>OfhJMD01F5t5s#STmy+`_h#F=cYxatE4R{I(1
zaO$l4t!urOz0-ul+2le{WUMNEbW9$}*AxdMcj~mV!aat5HmtR8HZp0|NCjL_SVsF5
z&+QaH;>@)CCKGg;)3~_othP)kn>MLiuLmco1TGrV%8ZGuRoldub?j=?JxGFS>?*1f
zoUcP#c4`JVEZ_THz5}Mdb>1sOx-DkBIF8D-9jHkL06&gTB9*P>p-^rq^kJfG6Z+#q
zS!3bMrH|j#L@zXUYGT!vUS)b4)@dcsRBO2$YJC&PjKftu7{!TSmF{nC#u+h{R~!zB
zL6;`cMbRf5{}1ri6r*eDUb*8~)R)hZ&pDtOCVpG0scZLCGjyzWO5sx(meUTEIkatn
za=}SGODkYFWzW0#U)m^wzOE`z?#V|k1s_bMG@IHXTzo1szr9A3)Y!Ko9H6RZow_>o
zx5lqpldqh(O6H<KZtyagw4D3=bZmla<CC0MCM&-}bTe<6YhGvh{9?R5Kk=R+`!`?s
z`^0Wl>)`c`p)PH$*|lT#oPb|0r2&ZXzN`nIRH@99c2lJP5wXu%0c%-jUn%cmNGQ0F
z_N>!e1Tw{ZbwDIN^BZIpA(5bGOsXo+<0{HZXb7BFMg^U>n)3fd6$jLhbK2y}b_B)I
zsA=$A(7s5Gl1oWqQATkew&}j@?({c&!x6anr)6-$5!9k#%C^<;4IilBi79L-=#f&p
zTD$UOlZP#Y0__-tV7hUow6gEeW_IAsjTx)@G#x#2+jRUCwS<y-mybF%L+QOm!WI;s
zf}2Ts@i_3n5D1exLPd$FEiHUl^o&xng=CqR@;NBd%J<2ca{ml>vHak?vChs|uckT3
zIpgHnF`c!t$H;}AVZ*Vu;}y52M?h`*hw7QgT=y~SN8_L%^s)qAIPZ7Lrmr8GNUxy!
zE|1BNojMucD+8O=8!Gc}PtTit2AM$|0(X>#pM_6g(hiuVFy)CjT+cF&Iu#t{$J(tC
zVTQ8_>}n5!1hrg<4k-!u7l5v`^qNKVeH?(CYfUfD^4U;BQTvS2K99Q9Sq?$X8oI&d
z@=K2p)Ry(>OkgrasWK}LXpqF4S^>e4$?5}S^V9xQFv|<Uzofk&u)yq2dGc#?3^tiF
z1g-fbJR@A*#y-^=E*Rw)>IAUpZGw!!W7HP$_zslnk#X}2z`6GeC2{iV#=>ghu^(S?
zZ1+YKR!Ct4=xo6W+p^P=sq_tQywX}Qk<UrfpO=4QMl8a?iza6s4z*z|GD$bJhv1fX
zsz#KiDykaA3w2irr@oko(AT3E0!8g8a`QY<WJM_ncqTt%qR_tll>4e}*-VNuN=z>|
z#6ySDt+SXuCE&c|Y%Hbt`t4dlR4%m9dd{izU?%0wrbs*{8@7(TF!M1xO~Y3dI)=S}
zAMqPicMs)`R$pXK^F8&-uOGehJK)M}TNSH~YlsWryhAK0?8I~cbi9ht!C24+|1@_2
zWvn_y{!B+1MlZX#{mp>yCPrTHq?x^n=R0#HlM_D(y=u6bGBFj^O6T{2FJ(F#+LpVM
zvdi=8vH7|{Zyy873#DWrGhhmTbtSm5yok}lZ&y?<4MyiFjQi**TO!_P+L`4r*^m3u
z<a@Okrz4!lonKNtLO(LtOw3^Ya=MBb*D3PCL#$P%Fw?dD2LO`q@bex!R{iW)s<hkq
zlcCbWV`oVCXL`BT?<Q|tSuiapxassOA%b~jEI}*9Y2+PoZAr8ue5fvjBzkzuvn`7<
zv>o%iG;`qL*$wE4`9FXot++q;pLXkeoBa=r{;stMe{sL=r6q>~t1CTS`$XN`?0`ZY
zhl7e5A5qSXg@eePB~RmDc$L|FP0-Uy_0OaAo*oA`w&O^|+Fl?r4}b^zN<1`#Tg;o~
z)^rPjtTp6oYJ6#fp7+9Ct;c+Fyww`Zt7_BmYLt9RG7;>75OCw0Hdw^_8f9#0u^>lw
zxp#F;`IUp%uNa`#zy(Z(Z9+DfPpW*Tup#G$Y>b+T7!h&y4;BJK`T-cuVi36#r6|OE
zthdf}wwuyqFOY5F&#*8w_pe(-C)X|L?Ku%cU!i@bQ*THAsFpuY<tvgnIs{u!GtIv5
zLFPdEe}KY&lXC%%QYQX8kLP^1#_uXV7}PFUA?5^5sWa-oetXv`p3rbKH&MA|RJm*4
zoW7`QMBy;)SOPC4rRr%vK6&yW)=DdH33W4Q(=If~w-;AAG1b(zwnBxxrK35a^8OES
zTVg+^*ksCnV@wTImlrPtuQy$$>d0&mk5tYtCVNz1a~QGzJmb+R%TawD`L=Yixd<<f
zCE<2_e`;29be^QC9dAwqt!WCC1j`+!q832~hiU&)prh4Do+$A65$aO`l-E+9@Sm0Y
zst#1@ot<1Q16NuiZpjJ15#${T$1!uqF);9FUpLJj8PhBoHjK6;2gf(fz}g<Mfb02d
zySz!QmTx`S+qAxDOTGW*R~DT{2O3f5<mPU$1mAHJ7E%(a<+l!5;M>Kyl@(%=->ru!
z#cdb*{pIz4e02Gzgm8S6bT`$0h{QxV`}d!`e~e1fPbcwKR5a67BvFOMe4mvmbP`qh
zmEoxWe8xVS`iiq$M)S`z`!QXXG9BLgoP(1`&3l)UlHxsl=9OY>+;(KypTV|N=v6B_
zKXu;@%m#JA4S~?9T+skIjHSWceeKw9m~N+id|_%7#)h@dQ*)3=LoImA$<rh?zk#9Z
zH=wqW9c5WNxT6`Ssk7L06+ed<oa4Xh9t-lE6dkJmY1Gu>sh71H+>hYb$eC3tZg5nW
zcPS|@@7_2%13{Ty3zBFR^ObyCa4yWmt$-IRqv#*C3csMX2b%8>buOjl+-0}stHSsq
zi|0o?wKw1Ev56cy>E`6-tX9YdcqFuA`I9)x%;#Jl8-zt0l(EO2PYOgu6o`r@T)a)F
z&6X99*RE#FMoS{~Ye%pBVbY=&;%%ISTg1wstr`VTVFtYXIhuy4p9R~G5gVA6nDf3V
zdmF~}&d@$yDyAg~X*>{G7-?etf?E|4(W$S9q23U$BwPNwB3q_fZbF3RZ_fMO9m^ca
zFbdQDNuR=F5|hO7PfORbnlC^@+~Cuyzufvp$4n*_p4B($3Uv=;Tg3IZ5iSB32Z4X6
z&NYHw1`_7tsIo$QQI)yr;_pVULRm%ud$=jmXG=fpH)imOiKlsMPvgv~S2aw~+J38p
zou|2l=C^seYRzMZf(g04lGi7{0Jr{sy0Gv6)rI%}uP$u;KVA6NOZbZt{-|nfNG(t<
z(VhENn2{N4Xhve#)}Q=O{>0Sh<=UK7g{5P5>+%_2;{@2VrbovNXgrLyq85)Kzsfk_
z&(7=ye-KC~0V71G8&p^k_qx<;L7{QsQAbJpdyYf59^!qDOGdF0XK_sI*;LMA|F{zg
zXn=1YYy>7MOD`h{!yf**1#DM0zX$IvRu#9M7@WzgI#kSy^>we4H`L2OCOHd>9}e`(
zp(_vXXP33ebP^Kvs!p$?!i^ldUuts67OG`N-%K+9LLKIVmQ2Nzy0|g_GHuY3Dn}!W
zW`>fWkqwVxnSs8DeEqpQ(_7HCkurPNiP>9ro9DT^e)ZmZRlZ^sG7)#cQ4y7QiK(Q+
zaK6E|P&^|~0-zF-gQ}4%JUjo@Lj)5!cTlE^e9aW-hWgYUQA=tn`xY&JSYuspG0gTD
zcKM_u46jWmMKS#%Hn#4+<`^50JxnY&&hE^T)G-Z)oQj)QHV0X<mRBzrq&!rd*smGn
zJICanP1PPevARpYc7M~YTgK$5gj70}akzL72YbZ$?j#<H6|4EWU#)K0G#|4EXTsEv
zD-8lpLZ!XG8&e|;NxY%)O>41TX#(L|J3kztfU-9xLU}&`qvCZ)9WKcy&-dJK)PAyT
z3J*jc@oSvibF!IX32>E9HtgY@W;B3|?HPAEQEM<VFGr{03K7syHz%ra*yYZ%_uiyZ
z2h#kWHN-KtF|gC<Cy23=D;g~GQ1y)!s(1jo01Z7-y;&P!cv+srL}8J{E_XjTqh>np
z@_ijmTIxRDaI}PHE_K#WS3XIrd$zWFT0Fsymc1eA&Yc>kaWhLxAevG~B@{Vq06geL
z$Tj^_+8#7AH*K0Rqt@sl-mw)SLfz8TkSudvIN!Xm8RisKiu>+_<92VJBWX1QEyytn
zGfJ0QvBImlSJ0U|sLLKH_82O+FS~fR<c5)ZknGAdY(9~qwBiuyhHR^JfR*U**dBAU
z4DJjV@@uSX`6H`svZoEQyO9uW!Fe4qo#RY0`NftR4v{jD5~l!BZ5UVyLuhFFc>MVE
zlI_r)GbJfblzt(^BW1j-vPP-G3PCPyCpMP{=T1n<;-aH-uCkl^tU~!&<C*%y8(@4x
ze)Ih6xH%C2ydT`ja+BYlvys@1?TmRp8^s~qI!PU99HxMlqyh@+nsr@G)H;c|G4|%a
zy{b5mb#6)bK%y!*Z%(ZnO4it_+r+iC44i7LSvk{+s;@&+Snqjx=>7w=0q71rdAl@b
z{aCJnpWCv}Ztu95nF;SgpVx5z1AGBk0P|=#tmf1i2!T;@sq|81>O5&*=w;17SX!uQ
zMU=>nILr_|s&<e4(}?^ox6W1#5}sPBcBuS1Ct{dI+d7?l9x97>AUt77=1WLe5xV8i
zGQBQ`9mX4CxqK%Z1V=?rk=RxmEm%_~Y-bDnZOO=c=+b}x1;D~1cE_74`N|aEAU4gY
zeV!s$4!XgQ2mje&sAcS;vLNz3;<IF6qqfo38|}3VFE3nJ^Fn}~lXhAe6Wt9ti(2=$
z5l8G&mQ+@y+T1%9hfv03mxdy*xr4kDv`l9#$e0m^iYJ+z6d=4U;<U&lA#<tBYW|uu
z?qwz3(`AtH{qx|@M|EW1#;>1z@^24gzvdV#vavFAkt!TBpwoXDM`=@Wp%@53Pu;%2
zBqxp@P(nqaRHPIgnf|hA<M}e^J)a}+tE?s?SN@j|TTZ<C|2g5pArN0oO1Q(4WtUJ>
ztERCEq&ZSiCzQclyUQT;)?$_2#rr0}Hs?bBh}M6J)v0-v-`6!wW`Sca7qQUvO)O*J
z<zWok)<vA;H&lqXMNGl|OC&Yhs9?z_UN5k!=}J>4&B&{pv>b-xv%1i#24y<nT&m($
ztbECTh?I5dnOz%r|B4xkP(INz%6Qu6>o$34%Z?@0HEZ%LVcV#R@Ovv%{#Rgx)5A<f
zEFzO$kpb207qPKGVM)=k3v6vNi1XuPd^xZEItQ7NlZ#)(ii(;7FWW>idxaoR3isI(
zak>S1IMz-22OJB?#A}kA;woY1DhV?G$&!lZhBH!MO6p;i(+uhcJt#yAx@Q03#5*M>
zr;^=UM+GXMgMgzV3=NH6+2j0>)S{@;J9^eB`X&-knkizC-?^BFC<@+zszdr&5yc#}
z^*{sADUI{@Zy#TKAULbhk&T*Vh1s8DCH(c<{{u{n2RF=RbPkr!InBPE<keLFBv0&%
zNh<$;4mkJDAZu?Cg62&X3MGWM*3ts45?RGnYVOw8V8R!ufAYPO<318f=85RR!+rbw
zL3ZymF(0f@^Da2cj<LuqiO4eU&04umPBy94*m$Q5&Q6R2qHM%!9pkOB!dMcKdQ}KL
ziPYJIJN<;mU-mu>RuU<n4bXMkY>z_VlHr-73x=h3(^Rm3N``1gs=Vz#6XC9K=+v_<
zM>1HxI?QFQM4m(n9l^^z*pXk>M-neMAs$pRr?r@{MA5I@tb6ed63>tLAOM7P&!z=5
zW3}jkF^!It6f3q3`lN_w0VILvrSk^m-FnXIL0!naK)k@%x$j!K^X7I-?um{%XG8bl
ziK;!jp3Li{6c|Z}@=hGeCGbw0*+)W*@T`sqNZB`7>Z0dC>&+Y%l_z$IUwI<ULuQo(
zWl%KeGh_i&iJ3Cl{7k_69dDRC8`@WzQj}~&)ftpp{puAiCB_g}WbYp754Oq44-|1C
zmzS|}0+Re);BOlUiVd|a|EPMAa);zg&qQ(}P=hC4@Xv!eXE?P1r9Ga|?$=@tfpn0g
zt`fEqdj2h7V%mjAJ~i`V-b>Qo9r8O%5;*&Hq7pzSazHd|Arpe*g+jC%SAL@6wHS+h
z%rB(j7G$220<l7{UzO3cg&*@Jw+o9|b{;gfZ_KukOVTSS)5NlAdv9ZhToo~WB%F`z
zBjlwAGtTID^swKEhpX|}aX9ha$XErCM1bsH1Jf!?ipAwsPv}6P8>%q1GOL}n!I#4T
zx7wCsYXlQX%{b%?8z5^|(Ab2qR?WMy5h_8NX?}jb5FP%MB8NptJaqDp_a7DXpWHF~
zVy(zc4W+Ezyz6lp|1-JA%d;_*zhT8IX!|pD1ARuy!fN*S0yqS^L<hhmvp)@ESV;gI
zxNmbOD$Ava?8JU0)3$VDmQqHhRNT2+p0FuVk_7<hjsbHu{N2qqht4*~*W~Av$!oT*
z1PP2sZJW#!;6oAp3uc<(;S#yjtv^$##91nGKMuK7M07p7o)paXDhL=Yq}K}uq7nr4
zeid%-H14n{n>2sEzR9PRwnwhAsiB6i^9DJ?Lax%&fBQ2{gTT1G%c)923UZb6B?2b{
zg@k!A)%Ty4=2scMX*E_78^i7RshMVSEi=;E)eVikTO*B%Jz9Ppx6R$=B&j$U%goAo
z^`gE1$M?xf_n*kI=wh<St9(n>P6w771{0C=fS^Z}oLu9E<twRRv_RQOjw*GY#|}z;
zZLnHc3V&?5%CGFkXi#}Au{Xp0#JXY|5sw<FmA53G1&e^(TGBt1`&uRW*WmyX5&%w1
zQ{?=dD5X)Jfke9dlm$m_kZ{{+2H(4UkN1Z&4%F*0=kH0^$2dbc%?NZseUtOVKx-0S
zbD>4n`}jSmYyV<5Y=*xhqDCX<OjsHLa;aXUYI;m-URZK;v-eW1X$x?4C|S@VDTeGo
za4fJuJDq<f|B6>hP&CV1UyiDq`nT%M%<IfABW{@bkt3eW7h~EeoE!|cpJ%d8a~MQy
z6_q)v4%#vVN3w{bPYRxkjXT69v!@P|VpCZpA|Bxy;MJUVVV|S&l5ZXBLDq}4G3!R|
ztFg^;W#E>yG8R9UILw5tGTOiBKhWASq><G?SYLHo0)=vqD?gZYC#r)M`>bMe63{)|
z(1xk`QiaS)SZq89%BNX>80o^iOb9aGHcxGQPi#o|RWo83KVF3@HPY!($sK|u;w`qS
z;2Dd!1T(3w9OiPCR79)%Wu&Dy?EkC$w<h2|cTP8m*KOwfc!<LwvQS&tRIjSi8|rN=
z&s2Nt2#4!@Tj8Kd<q-5iXd!#jY+;~dB53K3S{4#?nOuKHnZHfGg%;7e_I;Se`HvcI
z7KSae6|%T>*KTWhFPtpyUexSwT1ad0ncw^lT{h_#4;F2?HB#Hxp&IpVX<U`Z){9(O
zpO0DT0D%9sAlJxh-7s7)IA#z2`m9b7yyLM@%2f91i;=l}6-he>fqEP-+0iwzykr9)
zT<-phnrC!^C7FKq8QGRA<5^EzYX1GLMe&I*(V6H}-HGDtF1w)%Gw!be5SyC+D+z`E
zL@F2exI=%+-LB6^a-#sNKUNb;%V@&H4+<KZ?H4R@3wAf3SG}KylIde}Ee<u)(ks3|
z&?^JN(!g4O9z*EomC?#7CjNf>C#iVSr|0VLQx$Vr=@q%g_AyLztm09F1`aqWcgNw9
z7}~q{+=JQ<aDK1)c^wdu&y_<hY>Z$#Pc(ezg9R(8ZC-l@YBO~Fzq>D_lCHao&YI0E
zG;T`t9{`iT2d_h8ylU>7{vydcXSty~9Y(cwcp(gdXfZmE>(bn9E#Gu@UUkqSUR>>s
zP);GP7U?=G_eDaWCW^rYevpZkuQmbhTBM+<0;A;m>~hO=UTl@pFfunvtHH@u!eWCO
z(ejkXep37Q7aC^i9&xZCqB;<1{YvEqri?zEC|bQ;{gp9;{98wg4kltUzdt!8>UteV
zo%?kNC9|cuXuTSxu*TUWVB1KhHm#O6wS7o%Me5M+OWtj^!zmNPkN(km6F%3mdJ7wG
z-oOl`Pv?$p*1W2b;obQU;Ew^sT4%(yEl81AR>j#^^>iwEl|TMqZg#7Z-9GY_xVBC=
z<4M2EuK}xMYE=!)Sp}hEO!{Dn>h-Su{co8|E=Jtml`WEPJ}H+6wH_mo*ofZ8y@sZI
zaWDIUIf|5i`QeW=Ib5qsyYDKbKjBhH6vbF)UyumzxWy5kzsMH25qJME09-wBMQuZW
zp`iDpn!jnC$=XaDn8)ltrprxt(r%&s;z#FL2jdvyA!Hah4al&VB<D)N)&hCpK19;z
z;S*}J9<d1f+v<%@S)UXb>KUzd%^$;S&MJ>4*(wZbYz}Q(H|-1588$18g&z!4>7Czg
z9)ls^ofK)IKE+QcL;}5|@rU)7jD$ifG@q7C{Cg&XlqVhoL=;F7q^|Bhl@3VBZ>(g=
zu5|^GG^tu)%})<$xm5<K%GJtfDJt(8vw==P)H<YU?HVW8C-(Cs6|6KVN?IvgmTpSD
zV$NLM`|E$julhHiSBJa(gpH{8k;s^JsyN2})%Gs2B=q_O)8#>k;8x{k=cY+1YO(d3
z1-JNu*SGbi3oduQC;tJ2OryS&hB4NM<u}Q1(F7`8wVe*h*?bE8&4q<@W`{D`_u`Tz
zj=KZy(xQoM*9N41dDHyBqA|Npy^xqmMD`k=B?B)Cxg<^9YywB)(jA&<&_na1$Wz38
zxwp<e!_$zj%Mbz&v8+^XK<|qpH<tKIU*N7#7%pM-a=~t$9Qg$>PYn>Lv14^{H;n@U
z3nusMnW<&1NB{QtY=Y~X%_91A7hj)<>Pg&}B{Z^bW1(r4=e%soV__!Ql-x!=A-zV%
zE1`xey^K&me=`v^#hs_NH!{#m$mQO9x31<KO+7KBydI+Fx)zb=&z;1(tr0X8cov3_
zOP=5TH?^JYVwE>}^K*oX?OFJR_<`n2;PVPulApxPp7gEOC2w^8lTQKRZ=_g&d(q|E
z9^ZK`N2J)}H=$v{rRJm{m7jntOL!BVylKJ98}X*+jKG2c-RcK-)Vg2x4>Xo07Z0H?
zxI2vN7t6$`!0-^oYz)8Ppl#Q#Fby9bHOp(t2sXy>_?Ar%;JM%`-qnK@3j<J^aLtd4
zJ3O=?k1&~v9^lWr>hnTRyyJmh*!9Pc*^L?NZ%^FQkmz<4I1c*<&}@Rp#tlyy=zJG9
zj6zo^A^IC*d22{X=#t)sD=0K7nwxhg&@B2E^J@x#OnAMQoJS3tJUX#O2%MdrC8``(
zuvI<-$lgv}5jsoazD4>rm4|$RXH9aU<X4h;y#=%jyASv;YZ2@pu8;;_@JsuI{6e(E
zR^*Ip>!r~8Gw%@n2=R3|@_W2m>v|ee(<Bcp^gDQI+ms}+dQSY+^bwdB)UtIkL<`)#
z`Oz!PE%BH8ZgiM7M{+OaKfppNGB?cDw=jKOgV?%@2>86C%;veid&Y8hgOad)PIrgN
z>4^@&q8^pZ-c$(OCJ$2<Ln0canI*+&2DZ;u8SBZz>3oPjJrQv4`mX`pAEANJ*T%CA
zGr9}TlrhfpL2N2zEmv|0EhcKu>g{1tbTBCnHr1%t<fsh=Yqg+-k4{)+J#$Uz5bd@i
z3FoFCv=G2AWfa``9}HTPN-89?YlBzcpMG<9xiAACHpK|hR#O_vW01g2MacNsdk|d9
zTv=C|R*PO4Y|Tj*7EzXl01~r-gY!@Hj4WWVhAS0p9T%2jJ31$@+0%AXF*R`NlO;8r
z(n&fzFMH^~vuS%u4}8|~|8RAdQBi+iydFBFOFD-b5R`5Oq=sfF9YBz-p-U8`JBLoG
z0frKA7)l96TDpglZlsa$cjtfCeRW^Xt6A%;^*!h8eLnknj>EXr^2jx`7Dx<l&EL~b
zQW#(I#Bj2=>@ERA*X5GbpVgLEl~j4d>na(M_Q681o>T{WAbV7a3SAUJOJ!17nKRrN
z`Hn^7W9LKpHsw2-02;e2FMjdZoU2=#kB4I3GFHdw$?MA4U8p~u$Z3JPA@L*(t_~b)
zJ6Y7(mVuNGit(Uqe9*-6j7ihBA#?>EZR`OU(G}%mAWj&k@E;$zty}VPUx2*oPQzNb
zHCy?{*-=D8P6Xp&03>-+{TZ1~9F@WbrctIqJ3Z769ERTZX>n#@ytDH}AA+eD9f)c8
zof!LVDCG6Wq4m;ckBsS3j0IFPA`vJW{L9wg+PZ@V|9C6--g_c6aXGv1Y`Y@332ha7
z9W=;6f>=sy6%wSSv~LJp0|K<-_yBl3&YYtfW#jA#Hr03D4pCv5=%MjUyAhGP8+#y-
zmg^ByDiYsIs^$tlbv9EPY9WaE?lPSLQuLb1>qpGPfktTaTN{;d8AzSELvp7@J6)cU
zdT(-NjeQs?A6-^Pie(QIzVxJqj)10urLC?rOd)ma-<l8yCrDyVW<C`=e=NI~v88g`
zK8d>wVKKm))&v_c)J;KGMIfQKPPt|VPbRe0z%pF=exP;Df83cRz;qH^B8C!3hE@jH
z7>*Da<W(IMZ!;d`1B-zbGitNVKId0BO}-LNoD_@G)|bnO)AD2h<&gkV`H^#`W!y%f
zUny4a+Ljqite|(lHEJdyLyS7`kN!hJ<~lh8nn0XqINaGu_lf^XKQ8Bt+U2aVz3{@w
za;yLI#93AR0tD%^Fpf?=<5WsjW=za|E>*-Nb6AxUc>P>YJeAU`_eCzB#*R$i51x<>
zT)-MWbuKOYKk4-3{{YT~{iFt*?;~RS_dj+qv5<&UJEHGYL)8hza7Ji&aOJ}TBV-G=
zDZ5r|ome(u4L=Hd;d;SqWbb32dD@2DA(aS$1F@;^?by2Zc}^Dou8!JW<*oqZa#wKy
zIWed;*p6(@NCfuO=+^wFl&*Nc>A`NN+#f<$0X|cjCkdy7-Qj!<_35O<4}svjd40{{
zVFwfa^^CsZa4Oo6$?YlH0Q3w*$P!BRO#<NlL`(&CVPfFlS_xm>@%8SA|47Z>^~M&_
z<<8Th|BxMBAL7^W5i7hD{SV-j>M5Vz$w$`H{X6spC-JDiD2EPN!CLnxZy88V-=;0k
z3gzPa+-F3a{GqJ>ibo$R`=t35%V@ySN}<5?=VD|yiR9~I-d;aaWW(68x#%-|JzF=d
z5&#Uep`6Ei@p+RIPyFi`{y;h*;lj~XFIx*!(icJ1HQ(fMg#g-le|g#zRvO}wL+Jtm
z2e7O>UPEr&Y7}V4ZKOc8`y~0{H2J(WblX!}e#d?7TJd~S-JjwI6MpZ*mxBHj^cve3
zbp!P$+BIsTmOv)#(3~4_(FUQ7zkFgY24x$<I2bA_L&QU+#CCc@&C{sx1mF`YwaV6m
zi^Car8ViU}zy$-7*4Dc5oZw=7%1e0ENz-*jH#$3+38}0jtp~yyE*;B9(uzDjQzmp*
z5{B|#ZnMiz0;H-9uu<5k7^<l(U-Y`Jk?Wp!P$mJt%>A2tD<{2=PTGWt6ItZuFsWbW
z+Q=FqNnzo<BnrOdv7lzDALP)JfT+i$pC5Ut^|NSdTLTaRIHQ00Li+eI?0r&w8=~AY
zyD{G>zf(l+Tt#&q2-{al`ZZuA{Y-Pq%BCd!p+LDjdC9EpEj8^qZQkE5(4^nwyaF&(
zBwByE)TaJxsaq_Q`fa*r+8%o!TbW&!n_nhZCcBMr)2|mzK6G?17O6p=0Nb5Nq52E4
z^SK8#RQWf0)L<{^pT|&Ih{tO!=@h3nrciXS&<~k40@FP~|AA0Gh(J~DOTN?$I#!<^
z)lstEH6}v4yR<Z>k%*nRYQg<HqA4Tw^NbVeRFpu(d`7K+Z)?OdDHx2yQ`yDBe`-H4
z{FqZV-(zCYeJ`K`>JC-GAd&k|Yf8P>CTrYVhHX&?{;L|wIw-DTStzOVYeNc^u*ghT
z3jVgivBbE3AK3`>d9w7)I|rjiHwT_%KPF91GvQ=!CZ2f50U~CHJJn~z#3UNUp>xt!
z40cyVmQz=1qst6muBPKBykn(3^HIcmRG=9678l*D=B6x#8mWw^4ikVi)ZsmQb8&mI
z`H7Q#%(6y>g&)smb$H_>sva_wp_(D1ZEyI9l<SLL*Df8ry@S=w!V-5ToO5ibwUqy>
zShMP&cDPF5PbPVP>YNpdfa?gnfpGkUVf_Q4sQl8RvTF3obNJBA(`O1(t;J-N58vC|
z(k4?h;hkb8)idSidJXG&?+~a17m&Fgy1b5*kQicu4+Bz(vTI;XKI^uF{b#Y9qw?YS
zV@xZh3Hq*b`j(jpeIP*4d{50@toQ<b=Yp*QJhSCeOQv6Y@$AbKT~{1SNmJIZ)@UML
znk3;u4VL`YvI=ArDKvpJQ6eOQCS9^JalNUEz1@Yyuoo2%FK(o6o_m-Xo=tta4tA;*
z6eKq&RCb%9Lvukcjq+X?85>EtxYsYghM|{Q7lv+`i#;Rxi{&x}kgQ!xY-ivxXX=bx
zT>PWXDJq#=4z3Udp*H?uZE4|^tup3{yzfWLLoCHJqpy~BJ1h@8L?kY`rUD}C$flP#
zG$9;Ltwlxk>A<<Xyv6f(ut(ag#qXr`iI-1hHsGSA3{I!g_PStkYFt)Raf5ZPp*Br^
zx=12!Hp$(5P|35rYTD<if`yMDd?fFLf^AybmVrr!LoOsEV)f?GIGI#Sx_N|%CwS<Q
zdQ}6rSsW{V6x-xY*G=QrN*wz9McN@YD2V>tv3rpG$pk7qyYDLbP40)DfRQ}(yd^*o
zud29R9C9FmY6hzms?gj=Wt@6sFFJp7{ftsi^4oFFpUJ~o=qd$swG^SgRvr?j&7I?(
zpr#FQjR>a<T{tSaK|Qcl_SeW_r<aeo@i}+<{7haM<eP`*Vs4G4tFNy4ldA(^AyAFE
z#Lu%lS65#5AacJasZ<%=8;bWN-e(IV>>=ileZ02QN?`ms#&LF$w=Ie<sw9pS@$^Rg
zBwR#5UT=XpFd!~|qHvc-<K(h@>bvj1zs9Om@=EwTF;jmsXgiQQ5K1e6y$C+5$l>qJ
z$v*O8CF1$EuU>BPCc7xzw3j+NB@0a+{Mlt5NuTyxt2w@I=t~BxW_*<H4(vT?nx%q#
zcxk&!Y`HN@oU+(aw&Z^R$IpT&vnP@(4GsIF*3)lL$*I%O%q;ijMXx)1*DMxG-CsI#
zKSlD3kuXY0Efh`sdN~|USC_)M(f53HnF$M+@8VEeW&8T04GXPG4UjNrvG13hS@OPW
z_zDjeawwj<jk~>Oj=1=Cb~Pgv#mMp1pkQNXT_>!O`<cJu-9y>pd#{ZNlJ{9bnAD6`
zI}<nof+8cRCf)`~t4u@RqmiXz9p2d4O%cSxi1X9&<8Rz1RHfdf-V#cpZ_eJ8EvY<W
zIJ4Z_op>Su^7OH(sKL>r&wZ_;`hWU4vpIc3?=^6q)txB=?M8Zalv#GHZ8ZB+ZP+@J
zcF+NdhXJ@BMrZ<KUW^TNpQiXQiu3gR5W~Wa|AhmY?(c2e@+(@UvXe2fVJLmKbnysL
zJ{(rryU+jt2hj<UxM-JCKea?uYdLz7VI$$Y!MqS8<vul(4pEp)s4*kUlYl4`JQpsl
zxHi{zs5Hdqx}={$im6I!E<iRzl}K;DA|M*1rY4*Gy$<a+!L6$<7xv`Q+q0D}vp-j&
z{{v`PLZ${$_07hD6(*e<?!noU?j~TtOE#^DRP%j6a*JWeWF3E%uYZo~n>|Hym-;Dx
z|6RCK-7JHXV4=jt?mIVZ!v(oN4F`cR`bez_EtMdH_4wI(?htvGFO=H)1~FD7faQ8k
z?c{-7UgL|MJtunLW@N!2evz=t(Cu&pVt**ch1Kk;@bxopVlBB)rN~$;$&cHbnEPA1
z1bVn*B}>cZsTijXwrqS-<|u^gl-WqyIKWK=GT?%cWsu<m0MD#NCz%cR-qtOO)2-l+
zw$n)9(R@8_1-EX0p>Eh8khR3jQ9HE?u$7Klw0kx!k;ZGW`9<!r<b;Tf--AA|pJ6th
zKa7TWn(pT}C&%2ES<>tMs*ldAF7cb2+kZOqw6&w=O@e^%T=ay_FZp=qu~pKar~}`_
zgBM5SH?L6lPxhAyoSIz8m8*A~>q@WvASZF<j+^Aw=;+KRqWUURy1WD??(B%i^plYs
z#$Xla7et>ppq0NL>AKX3+K!vT9M!5n*I89R_WNeCIHPOut21vUQY=r4xxR6)aoX54
z^|L{FaYhth=Gf;rn9=FRXs6-$ehv9&wQ-hj>B{C#ZYCmg)oFERRdp9F%$Kus5|h;&
zB62Z|&V2^MIH+=jnw~K9B_VU=V`Tjs#X!4@Qpx;Ox24h2X@J8lZPtA80;fc7mhP#t
z5t}uRsODSIUVMaPzO3x-x&Q9VS5?tZ*lsnJJ$~P*Ab(g0e+v2~9N7Hkt-bxSl-7!F
ze$@=SG`Pd8x;RHpDNdR@Qg&j(-i<<@_R#j|6YY+3Kba;AcKTi;=Oj1j%tqB~uG973
z*c%h4`d6-nwr^(&dP1(tQOU*AhvEUBr#vu17LCyT`h>TOLAsL4#uyLoOebFYpVmlO
z0|Nfk&^Xbq^IRUETXktBOoG(pH){{m`sJP{?MN|C(^2`Cek`ojtf3|Nq#yf0v9fr8
zOB@^k)lWm_iQ@KzV)*!Ydu*R<{^0HmudTY6?$=UMv|4xbD~f8yt!j8Tfhd^;F=GW+
zqTw&5C8n$Y0Az7F*QeV!SR;(^#vvKWb35w@Drx+qSbkh?sbeJ!Fey><yqD)>^Jc!A
zkB6E?sducf37Kb|>Ua|b4yUt~S-MGSlPx&K{L^!lIADL}ggF=zF*RKXffgfxNV7*)
zbuc7<IhA(iMLZ0Li_2Yv#Th?H^Y?!M_q8=gfcii6-W=dMC0pbTq!RWIybF{`EpPp%
zlS#sv>gQh!h{C1I<R=gWYo%5}jOlPT@)QMLOF~A&(u~7Jm@T55;=@8|IB!MN0toiT
z_cbKhi<vkb7p6NCg1!ar`J&4-7V8HVSnl*cnTsurDip^zc@={h!gHtOAi6A1IhWHz
zW$?U0s!L5|l%n@yIG=M~v^+umoYLQaWPe-dmpykvHzVcXBuG19s0=GLf6Cpy<skr)
z`h%+LG7ykaX}8hM99?l(d{<TrdV1v|c*_#Z7M?tc2~ag^G2KTVxck)v!yqOmO^e{x
zAZN|s5eXB{TK=SW^^Il|?JY;gq-bNrlc}eO$~3XkERze=8V(PFXp%b!!p&_8--jc(
zATf~Q7^tUjYm^(LJmZo8m&gE=CVI6NSvN4fnU(KGB;FjlH07hiD^P_G>NRBbjB5=_
zSvdIdJK@(=xg`xl1PlHC(ffFXf!ua`hcwn$DY<xVBe|!GvYPff@;Ex2kW=DN3h%y@
znE*xls-wJ$0q3Nl>6U^DU0au+Oq=SoTj|B%iWU3sn2edHQuQ%VNKiN&Rl^e^>sVX;
zoa>^ZWwL!GJUS|xwsQE`dCE||nY+ETsXZs`&BN4GRYl0iaF4c#RJjap9z^e5i8h4Q
z9K6qGnue=!DyX0raOV-G;PB@4`Fn`>Z0F&2fy)GR=6VxTYjdP)d~PXqY4RaG>Auh&
z?^j*L{;K};IviCMg*L`*{b`XJo$7AC$epU)Lbz>r*he?50pF8sFu}7~D{V+6Go%p3
zA#;osZ?_D|o5@m_f*t&rZ{p!IkEWN<+WWE=Ow|DpOVSOK$u+PuiHre7;Wu!40=Q~Z
z79YJI|3r{SI9wy_mrbq~JVQALz4({gF}wK7r-cwSx$j<Wq9}|b1(igi-6<tCOxqo+
z1;WSIkj{wv&*v<8K__|F`*j-imu%m!-`vfJhz-wBe28kRZh_xrn6|Swiz=(qMTft#
z=LGz))PknMU+A{$FXa9K-6^+m{5k*C8F)6^VLm;5c7_RQt}A@~?n^1W#;6f&`O%&}
zOWdihuFS+<4wQ3%jgVE8RaTY1&1Um1S^bs2KAb)K+~i*OgOc~T7WClo_NCf+dQQ8Q
z*7y>ucWG(9{(_&dpJZl?5UWj&sW3x?(jM}qFxS<p3j&>wm8`KP?RF-LQHwBrb7-IY
zVW+qK#$;WSwcNd|8RFI_`$qJ&Sb6pnOXA|C{aRbx@Dd|^){?r%g<XMfq-n0i1HAlw
zZLhqJ)@Nb!e?7=%jOUE^GB>&n7y_98sw$cO=KjDh=)`1Hs!f#DJ^_W^Pnj`ikLI-_
zOfg#^Z-nn|c{Lm1SBR*IW@S-Jok}A)*Om4@Os5rrK1gcI{vHk|#wP&OXY!Ya0YV}5
z*k1$O5Ifd^4GW1&Il+^xS++8hVA<NYi`5eJ<z4DMmj_e`sZ6=(e<qa~cXbFoiAmFS
z07PbfJhdoeOPLd(gH#0o1R>=}%V~rF_%_4tbly;tT5{!ylBk+DdK*CU&Oz?OdRTX;
zf>KrLPwp71o&i-YT<)Cp#8iVm9&bjacOQ<ayH9a+huPV=<~0fN7!f#ke4@QdGCxE;
z4k><k$tI4RgnC`%go8KUy>P53y{BD&KIMKfTxPl#tX-KkANVYo*#UHEw67hN7waos
zq3KMJ$>q9tAfRPjFI;c<fzHRZV3BY2^Tn^RmzXC38Y05xQ&sMB)zJM+=)pd$SxcK?
zS>7Lp{^y-}HD1Z#QH3@xPQ%}z@w@)sBJXnpnzLxHkN6Kz_*njb2hpq8RV>!d#MsCL
z`c$3rZw=BY=7z3Fa&V7WzE9-niw%NNp@2A7y}E%Ql454jo?$Sz?-86YG7MAEmhf}<
z*`Jif#m{x}=w`f^$G@27<om|ktS>I+3K35xH^iyv>`N@Fz#6LYv;qbuBT1;lgq-y%
z5MJbvAYTY>Ttw4<0F+d}Q|AXMD-qvXv#HNuD+$EOR88xoDeA%A@;BCzKAu%4K`D{(
zrK;$O<bhnqa8c8zjN6Ydh_F5};v<&6Z5#d6K+LiGz3ch^7Ug%bpYRv#qL`V%MwjR-
zVUP2mx7bD5J2oDCy3|a+P|i6s`D_E}Qpl#<nF`5ebs?0(@6|wU9s(l1#&L`>e&a%I
zA7WlRy<1U|WeRY|q;(`usxCfRNYgSB3LX6UT~CjzlhpfUjm4v)sKNPPi_2#4PNm|$
zQ^sMAlQZu&Q`OI@+zK(D8bKtriQn`ljpUNK4Qn4iO{^dRKQYee!xtjamX^j7(ZB3J
z;<suHmSAkU66;oFp8u|*kzD&G6%hS#$0@;B-ez3=X^5Sd3S5(rheqjGN*>!9zT2iG
z{38Y2S#_)72e9f~gxfN$Pu8o|{kvh@nvL83tWf8dsZu@ox>R6c_5$_miAdCNbJmID
zy+WO<!G%+jcK@`Z5GZhpQ}S-|z>@LiX4Y)w^%?WwFM4qi*?M=5aji<@M@gk)A&o1)
z`Vg7LRGIijl6sj!<-9`~yl)kq!97-Aq*WILeAR2WB~2RRlhnMXr7eZEj$U5I?oHL1
zyGg=6PnB08An>Q8NWUnV=BfJ9cy{Nt1vltNR6=2Z983ctt2I+Ua$Kle6k$Fy$t$VH
za8O<CM;})WxwO~y)1q-kW*b*LIE<GbiO1V(y%aeeO4qm?v)tIg;c2sVXQMKa98oDY
zNalA57#1MT>2~DTd8vR!Qs9O5eQZE8yEtjwvp*J|`USMuMoI<wds7d_*Uvz9tlECl
zdY6pk!j02}m%?t0On?SPi50YQ2Wf#3Y!!r4C}noXMQ?8zb?a>&w~sSRMa%cw9{NAr
z9*-iRf<LR<EVb^X*1nt_i!c<&2NkPol8}({;ZvlwFf8}Yc%s^0*H?IjgLfg3O${VC
zy6wEp6-GQI8cd;{a`jy)CX*+jRxxaBpLf$ngEcHaNb8b}xVX3yG=*2h=dH9KDXLXo
zk_y)2>@&AlV#_#hdz^~GN~H^x_IL!pO{eTXzT7QD=h0xkd$#{?%Mm>bv-_WCr59Ow
zD2yM=+_J=t?zft^mgZa4f(U6z9qDN;V|qSW<iKjebNl-j*zl{5I_4sCbSmJh$X|oL
zO7ybpqX43+s-xpJy`%cSPT1-HqVNnlnMw^K2pos&)p^1F&dk!~%*cVI({f2dK0}Z;
zucBf+ydrt!XM22UdtC*_p$YxlaPIsubERpEiv=Vh0sxRHwQwFeys89wTH;1V)pzTa
z^MouR>D=vlc$tCZsrZQyzFmqYgzSi#4o?3FD6;v1I`N`ps!sMo7glkr0+x3)JEkd~
zeSj154NJhmJw@m||94DyU)`%mZIYK0c&Xg-qvNU+3(N)LOloyBK9I4-r6=MM+E{P=
zT_aecSm+K_^-p9P%OxZv!Y?Qo=;ORQVhao7=LhN$zu?LVwc&Pb#2*Cu&z~r~nYll%
zj7STme9NO4$~IEaZzI)DNI^k(#;ubMs7l-*bo9c-rz7b;VjBG@97~dx!Y<m4)Blch
z<7@hAa9Lw)th^^e%sZ#IyT6U)pHe~h602?EuRni><v+@_{V03q<yT*iHgA43_pzX^
zMX<o^+0TlefKJ)7p&FOcLXp;dtFq|>iV~b)<z~8Map@ju9#p^FyUh2+b7(nCeM*xv
zGo~!grGCe?(*I9Kb7_2dAttJM-%P_&QMa%7S$suCqYgruyo$W@CT;7JNC-6yidV3d
zJ?T5EYvw-pYXSZ%c=0Z{q!!WPtZVQ_S33X`HPqbxQ7aB6C+s)dU!V&OtKP*StZSDf
zNq5ecqI+wVbqG(g6v&RNnCgIn<!#nZx4qkw+j_-ZG9}3XzaVt@1uDGM{crY&%AVXe
zC(-V)_#t7)GAYCy>)Cm@=f1T_ZjC9;TB7<E(9XxH==*PeVLIO#9%jG1A;tt;H3HHc
z4)%NSJ;fO&y`X4%sedvk!NNiW>NiYkqE>ZKYm#-H-?1;Rn>L3FYY!T~HC<f?n>!hu
z@IitmQE_aZQ?q%BvXyRGg6xr)Lw|Evb>by%<b=6XZdoOc1{;ZeB%mxcRW8}5`wi^g
z?f)K#8^w~6l`5E8Gc)1Qxf=aN58up7(&i<Qdq#==k{{c||K0mrAQ<9|as)4aCMoGZ
z@lM`3S1GHrPp0`n$RsY9+<Q$vgv8cojY+lP+vn~|h|lFucOI3>J?J&g{j?QDwC4tN
zzZ7rf=b?iq<>Yu)rxex~lf9p982lpWB4&*=HX+E<EYK`50`R~Ag0fUk&0qb?{ug%(
zLQ40p<n2Ao&(5?zNnn>Od+$%9h@5J(wm+#fif{9f_xfVk0cN0;YU1p$XC=u>u=qYL
zqv?m<&%P>J0yz^XYJki;OgRNu;Fl@C1^n#$NrSar<)Gg{#CGTf@;Uy`#cjfw8I`%v
zG03#5uvK+)l)3Qa%zhpC!*r&^QEmIOqT1Dtkxy`jOmU_RMsFHP0-1!Dm(yent}hPe
z;-}-|M1*T{+KA#`4fOWY8vB~~jS&jW`y(#F<V|s$#EM!nS`aBgLoMZ#RGF_w!^|_N
zZ2#@m_$NUpv8u}gW>3wwsbc6!A!);zaHV1|TF+wDgmKYO0iyFU<6tho2q@2Qn`V(S
z=ypnrsb#OcJ-4;(o!~LGZu_vnI-hVt3)U1cpbQ27`1z4>>4S@atu{3_oOc&IK#e(8
zS6?!PNwFktjW3hSCA?LVg{*6V@|WP1av@FJq!79`9sDCE+~Hy-dl0fyScsG0zD#@f
zZFv-~?#mxSRB$>fNJOe>Su(%K?d*b!)A+(`7v$_D)MFAG=i(LRq@zB-FPvP}0yBBi
z@W85VD(Y^bKPna;KPo$Ve(qUjXiAd>wZOTHCJRRr71vCAla=F%dc64?zENm=rFyFi
zfVdVZi3mb8j+wZWiz!sH=$h1Na?-7r+-I)Mw696C1s^wIEx=Qjs&HmE6`E8}IYMPN
z)ip1@(Oy>KaM6vvDRIVr>p;l2qIdl(=Ev<VMP6#!elzrST0Owb!IOx2j`BG1mXG-N
z#S<U)wr4PUt_QZ)?+GejF8fiJ+H`Kfp3WJqpe~zoMNBY)AXl2mX8+(Z-4+Z5Lob{L
zQul5vq^M-3U}S40vpq9}3E4cG-e3{LY9#dc(agV9_ZqJ4A>*OWH;C`qw7jKq>G-(s
zx8KPRjYZd6oxim5t^rTYOR`mFEu!0`wGs-qFCMgNuj2EUStt^=hSugvJ2DBlr-udX
zDUc{GXP$D>7?YF8qbq_IrbM_j`M|tEOyGcKyv~e#xw%i4KLw3vSg4)?p<8@E&MI);
z75$Aon1jv5vabTETj|m@B`lN$j5;NFuC}UB=(GYlEN-+VbDA@RgGgA?QM>||a3VY$
zz~ehra-EyP8@0{ORND-J@gV<7?P=E{Kc`Mh%Z$;IE=#(tN~31qmnTNpSv2nsu9&@*
zGUsUp94&@&1gx$ZM7n%LG<<~jr)IFwWwglFU`04DXcgJ~pxq+>4cDdG^=MYkC4Ozs
zW+3_-|L&nvWhJb<soD=I0-Ag2;yg;fKNcSn;M!4?)#geLP1w1RHi7zO6_r?K{c>*^
zUv>K&gwoG)Lov*8DDlGDvsb*nV-iT9bft}1&Hep5a?RU`UAy^+%50SBvbIC(e0_6P
zzVK;&KI*ZY{lqL5%6zF9%p)TAqsF67LX}sDlfPQd7nCGEJ?NC+Knn2#MeD8#t_Kbc
ze>E#m4$MpHFFL|skrVe1Z?ePrz4k2bQLi2?k?O+p%+9#ksJ-gNC}(HP9gVv>Nu+-P
zKZk=#|0Bt?aLcc0gwJu+0$-u*wvFt54|oZhY4Z1NM6Op8_P(I8xU9N~+@^ot;@vHQ
zp<@n;(H)0k*#**O)EY0X{90pHYyN5hkvmrH)AUl&RFMc!xV;u5pa6>oQP9L2QJUY>
zoA3QWeKOz8=^?{(a+M~&5e>Wp149g7_^@m%jRpno4z%_?n>gYwGawvcELJ}<z^keh
z<_-b9i!W5ulaGzdkWG9`P0Oh2`ZqYhGW~jHSTfL3j4-nm3lsrs4=@q_Qk(kOD>F?v
zGT}afyG9BDF5{=^M1eF_G5`X(ck0WPV()2G*F6<)Aj(9zl#SuQH1P)UZEr8yo>W3>
zCSU|(s(Qe{U?Nj)T2Fc#^);1r&LaMf7@>wu;Pq^WPH=^ILqsD6*vsm_27mF)Sn(cD
zoX8WXd9s6rcl4byzOYtG?E7%N$Soh&L+H(^#~FsUB_#C1`q&c(FsOA^@<DM76)@DF
z^{H&!5iONJFp)-avk#!a^Y9>pPt4QC(}&@(F7~;2I^h1&TYYDc-DIg=p=Rso_;=9O
zc3S&#eTy!SZR^s3NPrMMz5U>hJ3UI@BwN?~gfl|{P6_~P;_xVUom`pX@ln2M@W21O
zTv+YgEC-Ia$x}fl`v`Jcct(>NENKh?ROMbyv`nDaF49{?WQZRnGcQ3f(JF6;<09E*
zc*13a)WMwLI<dB=I3xUqFNx`*006w4Zu&l}nCC&W9~52p>pV0n7pA{==$q{gbr`is
zF4D9^_wOvbzs66GFFkUXctFHzAz4+z44x_R2!GJ|VE4Zavb;zdGf5$fveUGVi=^TM
zpO1mD$&8V?h(DSc%Xy?vL#Jld&xp`a?Z<~huuQe)bN@M5qmOOwthTtYxZ@X}M^I?p
zlV_>XjA+ayZy!9Y0zx_Y!?#W%dR<A0C1-=(zkh4#;o<6E;Ar4=RE?XCwmOy_<fWTd
zW0I#RpIt5oq*EQpI5P4!b(FJv^>f{@Z3Op4(v=ohJ<F?R_kpJ4Z-lmi@lv>xXNMKV
z=0AJtmk+|93wk6+cH|)V4czvA&}D8(rMagK;bnBw8&h2OZ3ll%UIXV0=8AVcf)#5H
z4zd*Xoa~@BJ$l3lz3|C)+`D^DcWhMS)(VcLW0^P$WBY*C!Q!`JeXGWqrm%p!x<X}R
zdTkX7GrcxTxw5J)!~h`)uO^9cA9(!^F>7l6omL-Nm+|{0arH}k?6yqxyt+cn*uJ@q
zr1!zV%c|j8zL&Pejf4NIZKz#O1Yive_s@-37mXGD`Uhc8T1WoUTe)^BTguWYJj8P6
zWgH<Vmn3=kItj>Z{LWHE=>VY5K>mHo>wl#Q!n+WnVhW*~YUDw-!0BRe+rc<|K>;M1
z>kkdy{RMu$Ixgf-hl_0IFzoh}jqjRvkF+gat11o5URKqWqra)%2@<FYT{1*{bg&gn
zx162)`p{xzZn~cP&UYrxQqK7RwCo&`Uu$A0m%%gb>;$!R)^vuo7QsUyfb-JRvWV*Z
z0Npu5oZqh{%)mz2H*?Qw6~;atZ(K$hz$U(e5Z^70gD7Egc`0yXaey|jXLy?;kMr_5
z&8M6RM-sk#xF>7$hHC#)l6beZZl1(5(Y927BA*qd^SEPf)gsovMSthhl6Sgxs5m|P
zOic?X7t;iT`YrMV;c#66{YiSpJhLE6l^}Rff{<{iR`H0Jy`?W=d%F3tGiz0)W}1ms
z=GO^LUa>Vm>%=q46B=AFuAa<=saV}|hw?F5+CTY$XCEWGF`=pvs6IQKO{Lze5#^Mz
zsFZ4J5>Xbslo~WQ;FKtY^(xf%d?kQ0DQ>k9v#e!zlxp<C=7r|-_vF#%-Cl(qqvxyG
z+zBmDU!S2&7+RctAt(2IGq^kaqmF(j53Ur4*AY<^=;&A(Gy3<8(mDWNeOm^Ld)MLM
z6QfMTxfX4`mZzRc<-|@$c?}R^|AaP-l_Ps!IcXGgNZFX`l>_+%>k@dbCtbKkHY&zR
zK~aVt2k?Kr$$bcrkvV)Eo165ds|BUXdQ{-)psFm(>0sCAgZII1t()5si~5wgkHzZ~
zWoy9U$SLe5(^SMN>o*hE$h*X4?m(kHIkNmW0copFGPoM65tz5v|CrL3$VMFlS$3j8
zvB!Emm*Euip+vzOt+_;3l@F)bRuaP<$*TMOZ|a=}s`q{Jc2rVJ<kw^P4^0Yp>2U>v
zy_+6w$#hlG!2@wA-ahmH0YdQ$5<NBGT|>5K{lxwwhqkS;Oc+{re?p2tgOtA-XP7fA
z;B!Rb?mxhES3Ti>fWL+Xw*LX%p=8EZ0zM5VDl48R^(Z#s(<pS0PGGM&$03gSw>v<!
znK0U}f4U{|w(?1vSARVJ_4e_5Ed})AHL^wH2VnkxwygaBW6K))sd}_VbbYwHOH7wJ
z3?!o*L#gW=+cKt-;l9sVaQsUR7nKc{x>G-0i#4|!Ow<V{JL2!|(_CWj{$J!z&r7j`
zd@U@+Q?$#Qq<fhxfN1o?Nhk55^;jz=qGy0}hlz!(@Jsr!jt0(1pXwdpnNs2o+Z_&&
zo$j;gvR4e%fws8_HlaWv)s%@w{Rbc&FCoRJrlG%2EGY4)Lmxo(f7GuON}fg!RMx6M
zGL3z4U&hj8Ai;4+L^o8fs8aZQloY5Zy`b+VE?g%hkmy4XKdU+>!QRQQ8A%~kjGm1G
z@jg;cMS*}+c6givVmj)^$U8(+)7YymdRI%4G692OceEYvwi#X>B2-C{Gn|xFixuXi
ztDv*VbRv`Jfl7x<DMowsSu}xu*}^Q@&XSI+jiV-3Xck~vm(Ss;*t#VWsjR5^PIRAF
z2qt8e03}>-->?3<Jn2kT6`C=D@VV#e&)UzNMp#QNfr6i5xfZyY@#8V9P;=)NR%mBN
z33+Cnc`!&z8MwAiXM3(-dG(7ts1>UhC|w#nF=dE}4da#gE$FS9C<A3Q&Sh$~oXPVa
z$OauUOt<bELj>u<qvNR3r|%LhZ8s{LZgEmoMrsnC@6<dE5G(&?TEWCqxwR*UT;vAh
zsDkurKkn4a)J6Z%CpFoHL51`<?kkPmO`K_W1&}ueX;>Qh^v0ye4TYeE!9S1zFXxo&
z-zW$R-Bl2u6SMwg%;WL1?m_l^kk)G#FbDWjb&%sH9&6f??Zrr<{vQ5d&sAs~&_RBn
z0Ox4_<^+#(Gno##Kb+*(GX_Cdmm<{lPfU$zQx3U<C5Vakw2U|mRu#bd1s>a)xdUnQ
ze?=Q*i6S^`XL26A&_r&V53S;>fZ#RQv=n|sD24Q=>Oe@Sa{mXCo<;w-D=Kcy2QW2H
z1Fblwm91=aLzY9I$eHDzc?1@vYt8;|jU|<b7S8X?Nt_sgjeLt)69~wxcExgJt?1B*
z(#l)&DKFyNZHNV&GmSWa6Dhb>q(V8_8sqrSkFC{}VtKCtI)D50q|)Q$bJ$hg=*ryO
zr3+$LG!~yvQQ7cEhHRW<^xh51Zva&Fwq+dW{qbSzb`heRN!@49%+Pw+48rLAbwM)5
zL(oV*0C3WU=IPEo)cD{S(c8;3!eLFqCm(F}X`X%&%Mq7h|9dwA<L?e<9AqndF1^~f
z*)4<LPil0hH26tAxHp&TgFh`^=ryMQT@S9pyTa}`OqBfl*#3weQ65?9hPa;JY@vr(
zI~DE9$AS}#JJ$dGv8xJBVXbsjP#9@Vv4qbt*K%_xz4GEjXrLcGE|t7y;|OF`^~BZb
z5mQS3`)`z_C*@l29;9RIQDdXusklxdEze2@0P|6z&-w2(0%@M{0C(`bzViW-)*Wob
z0s0=cE1G;V;^K@)=nxDw`g|#Fl&<V<hv)1Q9_M?w5+nZRr@*Cus-K29*BHA+(^!dc
zr9wT))WvL3e`AUIWGD@DVzGel?!qo{YRpGL)02B#rzDoo@8$xUU0n%2K`>Qq!S6dJ
z7Eh+>=7ip7OL?^0BvqP#O)<4H8xol_!x~kK-&IqK>furWSCMCBnYT|fgVg^6l=(`f
zPD)oNzcpBV^HJCN&N9v~tN&sfQB!4qvAE|9^+Q)zIax#@?1c=tlrr%KI~Yo*<xJNS
z>T^3+e2-?xTd^;(LWQu>wP=g*4RCF7P*E|LJ;{NxCvPyZAW^xRm66Y*HwUJBi?ebY
zX8W^9i%TSQdJ%pe?4CQCf}I9PK)@icebETc*3e8}feKAQR#P#5Rm_ocVn=Fgh6l}{
z1Tjj0X&m=^yerifZkmA`&|-+LpSFSrp4>+z5CdI&lgdEQwL9g%i;B)}PXAiDtXbQ4
zFXn~o&v`i=bTlKEAf|vcv(8t8C{cMsh*?|3?CD9RB4d+#PZpIT3a>-S!mVwcD8yS(
zdOH5Js2rJeCVXOk=T&SPd|T&w5LXZAuJXQUd4xlL2Y)1un<Q?1v|g)Ji8D2LAgps;
zv1O?ONM#$vBi?ww@ikN$UkB^xdIBo!PDck&r}6YT0y*$lpHKX?8~X_4IF?Pjf)sRP
zu-VF00QrA_9BRexg%$Pt*FIR_>QBF^AgR@IcmMovzXOJ%B_*5opcTgy;}e)A@4^H7
zvylxaOGR=4b62BKWNNXJAkizzkn^LQ<7Z?rCVtqd0+9`oC*Tlxa#YkOb;@~~logXu
zXcxE_Eubl8uqlg?eadX(o79{82N#!+t3@C*Gz#W#e;VMtbpF0*;8Pm9a<TMxJ58EP
zxJYb7`A>d<Q^raV{I%$BgBY%O>%Ij5)$oVyo#*vC^`Bi|ADA9qT&ufXWJ!SzeKRFY
z_upfwdVc1*s2O{|?`5^qW-~G^Y}Hn;U&WGa&|LMudogNf`ywz^GviM=d7mSXv%Drt
z@AY7Bk1T#z+@Sc2G5pv*1>&(5_UI>2b(DKggm0d>Q<|aM0?i*_yy`uKsuRE=${L&O
z%H(N5Yi2xM*zYyikz1JSU$Y0+7>XZVm4D@3dQc^^F57_9fStplE5=S^9b5G{^2xqL
zhOnXDludtV8(%E?4-il_W3%ToEe9QbU(c6rx^i@pNSaVcZ&Zt@3FhUmh|WmPNHw}w
zEwZ_{bS{)F>*SVAsq`&uiXN-n6-3?c3j6o5l(mf4cVT^6^odhO5~;(&rN2##wWu;m
z1cCTrk?Tn>ez7|^Gjn`LRf<ZE=AsE?x_<cntLs{*BK>4$J|vNK5GDM=s5<j&5D7F6
zGE!78tX(*}^WihHeZ^gJ4jbZ#TI@)gtS{|suN#jno35^{_F9Z7Al5Q4J&3nb!hOqm
zYH7}(u*7@dZSmQi7ijD7zQ0K|XEd_*&J9j!Fd&E=r|1h;clsm{bw^4eqYY2dcbO|E
z2>ZAzlI3hnnB9yP$$vbPeD@Wu$62j+O<(;F_a%|TAQRs8W(3Ni@T#BaM|AJD&opkW
zIVOvlHpilOdauEIa>C^Obkc;e#V=lA6N1NT1VXiv1`jXi<nrX`rb-s0Sq!Q^@M`&?
zLQAdP9GbQ~B-)&vimSK(#WTNwADG-&N_rooAN_1Xx4G4APPQNA?O~1CJM+$S1~V_i
znxhN%UcDlZ59ra5meAmnZSk32yj?r0|LHS62b0UYs++l1Gcq%IgF5;ZC78FMZ}xf|
zU8j$#WPaOS)N0IYmlSied6Tt8B>mT;;vz-FkEcC(L!(~6kHF_s=;{&K)HvjoA9)*?
zVpZ7xr_9ETv_FY+)~u#uRkxNs$Y-U_k5FXQ9{b4|4#7swd^*ZAHc8`Z?YsIwBGd!k
zdaA?2uW4BWL&ejxA8CM54CWK1$J59MqvLOOaX#D`44-btT$)elFml%EoR@E>2t?jd
z%!ePF9JyHmmkJu$DHsmCoUr^IWn9+U#?<u8>M#ddd=H&w8XA6w0t2GEN3j}Mc(LW%
zpG|k}68n@|7%xGUarNKM##H(kw^-Vr%axazexFM7%Bq`|a@gT>6b-p4=K(r7djH^K
zs(=iJLH@)fL+m3^CTEqs^V2XAq!YeLL)D9p;AVhvMlJzGupo`OMN$2e+s(Z06$-uY
z{@80}f9#6tD37qWZNY6<8uZ&Q$1)bw3%`)D*S5%tPKfdB_zRCZWNGcY7ACB}vul>4
z1=1SBj8xXjUjV;e@Bg+}la%z`%3~H`7`?v$pNvdRUE@JklEDqW4cr=c3a^V|yE?u7
zurHsuDQ(jm&pK^J!DZ2unDV21?DK8b@Z%(2xbz0q)~UeJF)J}Kxr6XsxchW|V(ZbM
zwC7aA=w$F?fuDwIn8!}ZMwSG43j89f(l|IcG&%UCobrleFA_xlhb?fO3L1*h#0X0z
zv_H)_bk2uO#<sngp||{2Dah7t^;AR{y?3x5&Z6wBh}8pq*PwYpyy&Rs$`M;+v4@Sz
zmVDj2y{%KK##qi4(i_v)luTwHMA6dI9Y;x=YqdfkG?+LDX)#?DP5Nhv49UzBLIGr9
zRbVWMGp`car@Gf#_<Z(SfVctv#I9jo4uiUnWp2~Abq9pV&V6mg_|eO(`jYqq7;L|p
zq3?}JFf;r??zS42Cd<;^74pDgiK^4X&ROEhiB0E3MG8vYnQ(6zsri>1lv~$S)MSi>
z(n?F{#r+zi=4uNEQcw>NygFr0_qELHx3g+FOKBE)Tes@a7WCcHVZYAnOH6Kxp-|wC
z?<ZSs%5hcOcr`c!LMVc?R}}y6fmPpA?!RU(Hy>xslDLKyDJ%UX8-Gb`m3Hawx$?r-
zOOGp1MrI9y!qdL)3Xffa+VpsT%Fa?ZLX}wSwgP^{h`y^ad^4Jl5?R|qR0ky_Nh+E&
z<@(mm1VtApn)uZhm%`>0`BO?`ID)8n0U!cPhMklj9Fj)`)iY*8DY3z3$X(y)yml8k
z4EcWEHRR`e24?!Dm6!T+`v+yZ&!cy<(A9+{=21#QNCYi2<`4fV&Tx^A>A7gV!|J|U
ztqaPTAJ+UIAnJ_=NRmO#MZ#3-3`S>0T9J^nyl0$Q2hY3(YC@FOi<=OizV9{nZBON}
zspP$VqL!*-yF*8F^+jDu9@6YfzR60>(Cc}F)0$DBQn3+X20NI^bzkkwgj&(p&dOr3
zT|&ttCW#TnZN7hz^u((5ZN~O<*|8_`E}}p7)XHE#$$_LI#_`kN0l1;b-_EtO^Zo;*
znJ{4V$|kfXpRO#_dM|s`)}vNj>U9n3$Y*8sja=$l4V!lbn+k;4KSLFbsX`gxwM2%H
z2cw}N<Tb}T2h)uN$SfFmT!yOpt^}|PO~XsNyE)mJ6P8`D99D0G1qJ;F&_}$Q+1`88
zp|~<0dUUxgC9nYNm?3CKj7Pp+g_aaW4~K&xvHCCc-s|ZX{9O@W2gZhl2DZ8_$RhJy
zM6}kEj^na{-cN1s<g*G3AVFJnL|^3Pk_~sHbm?#CWs`0!LjS}9ya+p>rt}Hb*RYxj
zY0Woi39SjW@V0P>pc63um{9mW6u*|6yz~<ulbL>5+sL@C=wSh$K$TJK*RjSCKKW4m
zZp_EG0Do4dc};fftK=Oo8T{DL5B8d=qPVta^AU|nWnL$=-THfq(fv$(K-+V;YAmbU
zCB#TDVqGI=G2rUhaS=b3K1n{f)%pEHj1km$Q6$Lw+_e*9dSKsY=!r6Iw9>4EYNcAh
zBqfeAi|OcrAVn}~k-(138P+ND9{@x&;vW&#E6$?6>F5*3WwjvRyDjgS5=G06EacTR
zsz8$EMLx5u<Qn3YCBtjT_(_d}vyaPV)!`_@B<p@!Iwb8o;ah<AOpA;!{!KtyEyU-!
zR1GX4^=6a?#pAL>x&K4o-0e7gooIQW^+TOq#V;V;X0C(~u!_N8o87I>ExmTFUeu98
z)#oz%Ip-y>PLx4%YLiOPy7cF@FX^ns)2kG>PYw5<TR6dVKYlgd@9}NN_Q@Q+nPo!u
zG0W|lDY<PB6S;AhRj?*A8Ip~}IF?uS&z#SOXzQ7SI#@P^senREFJXsLLN>^mWn%F^
zz$@olQn`%TN4hnJmQ_a-vIl%6-A8rRB_6)d*R?)TOjXIz)i*Th(_1c7I4hu|X$DQ2
z%aMrG49_yX$uM?rsGPg-th_yr0VuIui!Nk=RDe!Kj@X|s>GqXk<P2o>_IA<?%7k#x
zgo^&EP#00|<#*4G&LCkB(2^1t7s&G(V`0UEw<A)G-zyPO>(97<{5Q1XwfZ-z`jV2b
z4oaG?&EVuhjevGkPj>jZz$Er-N?M)?cf}z6^rg?;rX<dFp9w9fWKdrg>G{xREe>Zw
z!{i(-Ul%p5Shg5i=9c^Qu|GAhc`($4(EUh8h;2|dZD>O*?Qa8ey>MVvUKiqnR*OA<
z4%8}yK$1u5O;gul&}9=rms-C$^e1|$p{F@86VozJuV`fblNqr`$aizEjP%jz`=Bhp
zFL?#wTdRE!_WAkDc=_BIHRon>#)p^8D%G1)$C#Sx6N2h!k;l5?mfEknJ5y10E#^jg
z&rmeEe07bNECw(~`-B<IY*GJV!m0+CXB~-vPvLjnKTC8$bIs*{hQqCma%c?=Wnv4~
zZK_;$lT0t1Cz2fPy_Vi2nhAILx_pQn<d3s?`R1yI@J!VEDTCtoqvkfLeaTHy>V)dN
zU-?X?I^)XTEnr&OFMvO{b`cvq==Wq{xh#EBs|x-?zs3Ip7*syJ`q7@pSrAe4`Hs@#
zYpU(n(=kfy@%_J6`=TzjS=H<5f%>ToW;lHRSEGM&J9P1`u4BSG%5RQ6hPetgO@Nei
zM}Q&zGHld0dMcRBuBSg@AtrNGW~4ean7pRj4Hq006$=>Hi;zpx0K_YZe;3RHoF8$H
z#4mRZZ@0PKPVt=a<c`Cw%47aWv{kD*!*@qwtP>+}XcKy5q2T}xAWuR{OP2Ym7xAsP
z<SHiRBpdqItL0DI@!;<!WC^u9v|20mntX{$GYBWreVO57u7lc4lPBp0U>VZZ@Zd0Z
zaO&qT<4Z<QpQZkxTGm#Qx~0?%XT{s6NtLtEnuKu1DwqW6@ecsUP&t@xyz@lm4Q#Qw
znE|W<(&(r_q~S;s9@=!ECX4cKm4aR>Q5_)FE~gB~@i|4rhM8wZ1qNVE)xE=p$IiIV
z{+`&e3YN%I<;V6}$>J~r8voY=VR=<@b=W1=JSEaR#648a5<>%hWKTJjsohYzOLF@2
z#JN@C$o#DcqSsG=H;@DxWK7kVsq`wGGmQnL>Q(v)1xS6T3%5IH4yQPMAO{Ta@Kn<n
z0sV8=5r153-1Aa&_T|}z(Dltn!rsjtU_*nuWSQmmQ+?BDq`BA284~*g6G-~q)MPfC
ziUlO(z3*3HQ=hK3ZyvCY#rFyfKa&H3AOiXwQ7&86KdD$r<5~#P3?i;(#Uc$z0Xa@i
zmferbhQX#k0XlJP38htUX>)81QeX3?Q}qSvR8^FyJ|hX!QKqJynfSwh=k&sfFn*he
zKZL_c_IM?6^D6y|B}yb~l1|P@W5yiyGjFQWqf-BsfO}AQ_?|_(kn7RZ;!%pFtA~jM
zO0%rE)T>O_9a-}AqtkJTdhN}}Z3o0mHiHLq`@_en><V|21cYT@`=!qugG)`bD}Yy!
zw5rtdXTKUZ3+xGQaz;aPTFr-xhr$*%``V|>U75GlKOA-cwcQo^f0`a_of<csnR)!C
ziedlGgnY5M;YeRAUGIoSO^(e|Vxxq_BYubbg=5rbHLG1o4at+Ny0_RzcwG|)tWXuQ
zo$t3jTv2$Ce$61TU-OMOn&U6;c#CGGxj?W9IZay2@Q|}>oD;cn;wL?(5d#fPSyWjG
zo%n*RsRzXa<jF3B8(gqm_Kqhef!a3_ZvFY$y#<fIGsPFJJ@=IT?F1H0&dSY8-OOR)
zU;_ozhnMqC;JbGyW^z-9sMgErDVYFpTPvf4!WZf%>03=Itg?NRZ!GSm_oZYdtKV%@
zE$G(AuRNp`%DyysqZaI^2-}Xvm_c8wjDyB2MI`$2w}Y)Lv#K*HSoqSm%zb1B&j^3C
z<@8bTiE#n~4^Mu=6cs6dbfU}4-&R8%K9<%s{U9&FT0s4>J}F|y2oc0Iz)&7>TK;5F
zS`JV7{;;L)C9>QBZbF>hZ**VFpVkBgc`L=0{Rd!SN7>ChiDQ1I&PQ#`a+<Pe(Cs&4
zs79VFX(EFqwvasPZ4V<{T+K+fp6@fd*IMwKk^256iv5LPyl3=J3c3N63^}T(ft-bB
zR~uLFeaiG#{|38l=KIbZxxgr0r_FZuSz&1&HK?WLh)dgXKat1UhcBx37QG%hgHnE5
z;Ey)^8&B5We?;`m{llSuMcA@<y-1$__g~`f3N=Z*i<q*#-GM5YZV>jZ{bEaN(cHZ@
z{Q}83z&N%ho@1J9b*}_9401;<>iW216Q(1~N|QzI?GIJHTe?gHQ+xb%2R5&?vJ65u
zswjkohguIk`sRfHejG_waX~*xcG;YBe&o0DW}?NPA+qUm4BOP|xTq`JR1UmN>M|XI
zH}eW=SMEXENnM#Lxhif~md|}n)kTh0l<i3tiA(HP(wu35Z>i{7?IzS9YtMU>G&!tY
zZxQy~&okbHQPhD&Nwm8(qEs->8leq(3ReoawMXGvv4HY53up?*7uL;DleJgfCf%hT
zc}9N|0}fT+6;SlMZ_+5O(|9Uz7VQkkV_nUo8av5kc8;S9^49>na<}*CVh*^T(!HCu
zchT|z$0S7Va(!LN#`h_Kz>(D8(A=^46Sxjw%xQs#M)_0g{NF42R2icsS^~qwoI4v5
zF;D*f@IO4g5gUg(Kw_Dtt3FjvM6k^VhBJ@c`=XnG$=i^*DmOY2NX5C=S6(a*y~Wk#
zc<xbp+PPF73KG4Dd<oLN6xOfEHrqp^CyVeugt$V#d7LWN3+~sX`QEc9=q<dig-Hy)
zjMGhy-!ooRW2V*}|22B_W_%YW$VU1|(7;e0{dv)HNNvIRaj9(d)~T;rb3;4ZlNyzS
zM*u3U3A=n7VT?FaiEGZx(laMC>}M2mb#XWGlblJBH8e3jTM6D_K(y{>mFh#Xz>3_s
zJ{RS@fKVdViLxxo(Z2Hz5AF6B4KGp!H<c=#!qq*$maWWR+RcLfbZn#vdo|lYS~l%>
zc;O^3Z{O{e)h=ptl`UG8wM+Z_TsD|Uwteh-B`Zy=5EJ=jO@)S#`K=nJ)cG+D50H|q
zu{XZu4Y8W4l0}BLFelcvty$1RLq^ggpB4+$9fQr#OB{Vj>Zv%MZ6-Dmwm`xvtAceD
z>|s<Saf;$CN@EP2dKlXeV;}Co_$Mo5?)q1W`XT+RfyaRVL)Tk&#nCm;wv7dOa7l0o
zG#=a<2(FF0LkJSw-QC^YX=q%6L$DA$xHlHu3GU?fd(ZiL>Ic*qHEP%1wX5cu>w*Cv
z`EvI5<!AN$@)>{HQ>RZmuWB*<oRg~c)>lA`WnA%mND1;SL8B^CtbS8O)7s^?ru<_|
zWc)~tnT4>FvMeSi|1X2-c*p>+bc~NiU?5>q86!R+AuyaCjax_x)69XbidFrfh><;Q
z`@%6HDYJCHvX5%$mw39okC>cZ3i53NVYLbp5PM4uwBh8L@Nh2MM%G{ah9Iz1&to5I
zuv)kFqqz0hfVbz_rliZ*v1V<ps6(TqE?W7!Y&i>b)p^xZ-?iBNZ&LHC2DJrTu6Pj=
zVBjZa<y+U?Z9`!==ay5@^jqBWyS6^-xKBpHrnu(zv2nZp`DEvljm^4+5*K5Po+O)l
zyA9&d?RD%ne_9|0;VMJs2Nu4rx`0#}{mL`9_b~sunnuT_)=y~z<vl$omX62L_$GX?
zi=;w$pfxi`9_o9c@eQ3Ly|UuBR&ocKkQ10EJ%MP3nRS{uf`&m&bL1;ie7fdx8R8aJ
zDq!hGWd=4Q@ymG3vqmK4>Wnr1Q%1N+OWAGyqzt?A>+^M+k~JY|i(99K7BDO>ClbG!
zxhQ&ez?7)ZwV3@Ni)wd#uHr2%-kgV_^aM|a9S*j`GkmY2SvLoJy?9T;s?#FbC#<KS
z<HDa``iy(`rg)ntdzO}JQJh+=7afV9-}RX<_?g>IjG7FYtcAZiH5gc_GZ{mPzJdcv
zj4X<R=j+wT;qUQGY5xFwr>=3+^Dp&}MxQ5Mxbz-N`W9t1W2m+t1G5fa`-F`XD+@}Z
z7|LFTUrS!T&*yb7++i`53&e_7UOd^{TC^^%Rr1`@p|p0MI6{jZ+71|bdF`DawKRRs
zDsy-Q=2v|r2z?^k)aK_iYfC=XwxYauZG^v*b}Aufa1#}z!;@BoYNj#h<tf#~*jdEO
zjM17%gr&No(nCEl(_A{gZmam2%kt;OJG$>Oqy+<ROEgZm(%l&di&xuBi-AT0KEFf0
zIc$xVA-aV8o=AxSIPm|X;yLfm-;HQm$T97V*{odoHtsmL4apHKVrGNu>!q%1RTofr
zRjnBfE34%-=W2m-;exZd^3!!#u0q>5xi5c;OIlpX^n{@Ht;ZLGP%D)3ew*_0+8YW8
z5kePh)vA%c^)aP2bKpFa{Sp^pi87h<LU#-3I@bGF3Iw!0zrCoeqMxP-AwZNbD}<&F
z;;Q&5@8%5wkP%YEUxpqhZB=esNk^<q42hK$?)E5Y`MM=NF7$EFX2fc9pzg+OG3JB|
zs>-<`=o6jU)Tl=P&1%fvJ=_H4C|>S39i3(HJ?rY+VY(mD(V=kdb;rWZgcE!YW9Xsx
zEa^Y_`ck34`a7L#!(xd83G<#)DWVhY<j&=2uTi~bQ(BONN+68LWxz_Q{FJn4I;lKF
zh6d#|!&V~}w;zBVrI!{4pSFPzO}N*zSnMgEdtFp6dA>mkvrx%yE=MAtmx#r7Ur<w8
zOHn}mxI{DNTM!+M2D*YZvfO`a1*KL?Gz+Ql6?dU0_g<okR06+fgnFSJIHt*GPE7Je
zJxKI$(Dbgd)A~1Me|fq6cXb(S>nJ11Fn<Jhc6@n0Vd=RA;7w78SCga9U1!_8>C%Fv
zd{Noc=Ck%T7*NTKPl6mGCRKwN=!5BO!epbK)>NV$Py)f%Y=WylfZ0>t+(6<#@*R#o
z<wrik*!6pr{7MAK5PBJfF(A_($;g-4WMM`yFsG2UBM>T3U0b7%q>#huKd++2Emoa+
zu0Gv%<wm5#oN4pLIwsS=x=Nm5O-B;D<|Yi%r1GBsE8vtnz6}X*jvzcV4O(FjeLmyM
zfq&j58mr~SsPI%5Fw<uWFkBFH=dIf*Pl8eLXeg7rk9Vr33zkn8)YYqDAb<xA+17{q
zltoR{DXtl#8SJ8py;6l*Co=RplvVLBamR6kOtvwDqRd&`=X9-X6V+<|^Vv}w;JZ0H
zvH7X;X?iQStQf+e%bBLu6rvI0Kw#RrFSRWhtcjQ<Z)f7L;qXFu?V2h`^QZoncS>@t
zM!Uj(Vhyjt;XbG8*wwARqE&-Q(Xjap(uT{zylnrASGA;26*nD7DH!{g<bmYDY9^57
zN;HZz|Len%cm=OW?@iC+;md)_g^wuaBW0pt@R5&&sJIHr^$ueH_$&DD((l#(J}!z1
zgG=l9-(njZVo(Vnxo;_SY&j;(0EN5q0?HJayL4Sr3yP2JV?d!7u3Q$r>ozxosEN6Q
z_xZZIhVdtUyK=~XI3J1JfW6j^Btz2r48*2IF|`OgCU{(RYlS)g0RSbL%N#*bfnfFp
zdz=U1*N-%8w)jJ7owZ%PVB=r+tivvGzWd)<jO189(oE`prJIn_u*M<`Cd*IC+rIsK
zJ(86av3e03Tl)S>Os&7qERo_2+nnEQn~;T8JLe48r)ZAUrK+U7a8^Ext<lH&UJjjF
zB-|&c<`e1riifU;s6|1Sy|P;>&MMo}4>6>%7L(zEf#B)7){x2;UJWHR1BV9nHA2`~
z^_&ZHusWeSgs=*`O~t|#cpjK0<?CQ7bKTDgr}a)1iO+&bq6tEyP-9opE3wnukeJ@%
zU9;IA?qiaSjL7mDjbi@lM7vAF?9dU?A`(Q=6{nMu_w)abF1GOUoWIEOXKxOAz4+so
z%W|VnrmLY2=3b+{;q2uM3#}7aPK3DPNS2j+!>F1ENMs@@^bJ|7m)M1XCPI$pTs*Og
zpE^awROrAC?s`GYLn1)!zo+z59K8_QDwq?9OWidU-}E2OPfhsX0wn2AMka~kB->}`
z4)A5w(tKN4rM^2gk@<XzMgW{bV7QWl%f0>qx`%!OeM6Vc&GSOw>dq8!7S-Kzk|{Ed
z*=~O*RpBnG^&j~uznBM?rA^%QoQPB@t)nr#a=q3c?$z_@3pbjzZ=X8n)rt#$)_VFx
z8tT_BC{SyZ(XpD3%1a*9|19Wv@Tr}f*I%ty*1=N#_4`CiJGZ{Rw#-SNyja?Xg8x6Q
zlHyE*7x{EB)hG3`E@AbQ<ct7p5qh`6pDhkQNP9-1=ZmkVli8TnN{x1vRb_!H9sc7r
z>uet7^RV9=8LAp;^Y3Sl#lcB$oNshDg@a1pf=MODp=Ug#0{KcO>}rj6<yF;zs%(AY
z*0~mwr>nSg9#ZZ;=|<8HVu~mPx}N1l{{ZOzE9=oukz-R{cWw{g*ScTs3Ou<JdqiWM
zTzW?z%+8h!d?1H2Zy3fcPpc;{w7y?(s$REGQu|LfO}5S_`&YU|E2(yrXJFi`f5|6B
zw-=n=CLQ~G#~0>}l}PmV7H;$dJZI2fG%nXa$(B%ZUL$TkM2g$q|DddpV?6$BUw_8&
zLU>guon89kb&Vf6mneDAi}4m`<CuSpbiZA=-;0G>eeWNTsd|jI6O;Y?O)*5#gN8Qn
zk%8WG4P}8A*q@c+N^v(rvWZVU`9jCD)7|op>-nMu_k0(Y+8LZl%rc^6e&-8AAEU`T
zr%i2QN@k4wusW)p31P3=i2vYN+V(eKR&p^?UD@A-2QGLJV!L#uJYW{P$A4}7Y5cQq
zeb}FO3n|I_OYk4H5Z`QKq*jDMj}cA|k-1i>7FW-lJ0UYZ19t9?aLexvv%02pwu?R~
zn|5ErzGAjW%DUL3x6Yy;*<;b618#yD;@r4|Cdj{eo_<E(#1;CBAoLFaTXwvlJ_Vwa
z>z<SHdZ;JEzMV&DAdJbPl{d;eEn})fH2}l_DL@}UWOc87G&@Qw%^8b@4!^S!1EZe!
zaSkP2Y5>t(Q?06!{D@c#S%Whygc|W<62?6g3a#>g>a5s+LMz>ekC~~Q9W_OstJywZ
zUw|O(Cw1)*&`B(vf__X|T`9v5H7>$bq7}Vtq8%FXUp!9W-Ed)`H6V$va4C{nD*K`>
z73rea`hGKU4gSOT{~SmF09^C^t`9(g*f_+QU`D=AKs@lj_6alMA@b-r+GM={dyGtj
z@wgE<oX|r%;Qz&ia82@pe<oS>cK65KO<9GC?2wCLDhnY{+4pSFnpOhPwrR`(4BQwZ
zZ-LG9sIJQg<Vw;c8@@xY4QQh;J<CYMfode@&<##X%e7rZ1Wu9naxgoO;C6y{+$7Oc
zaZZZC8)zGR+On%cLk~bZiS!%J5eL63nUzs&EttdS`MtfAKjwSqNiFO4I!Z>SZH9;E
z+9yOr6u&a<Z_{hEeac%h)6_E*Z{6v|3qX3mVYN-qzY8plPZPObb1o-@t=*e@212rY
zR-EQDnLAPS^i7y5n7&xpGs~*WgQGbUDqPz~`-YwPCwzCak(E&~Zv)-Hd0r!l!k5U=
z)Jm?F)`R}JoI)J4(kH(xmCYDqQ%W>p!Fg4OViAgfF&xqoRnEVkKhDw62us!(r)9Er
ztdM$|E5bNb<9Tk8XKn6Sb*cnX1l3q+Fx*FW_rZ-Q?~5u^q%aXH{{e{6Br;0v9eA4C
zXBT17z~Z6#GFD(#S|u{x8X^&w-0`)~s{7tX5Txo?0G$$z<Vj3WwzBF2h8hUuS|i`2
z@hbtFA2jKlddkO1mWtPr%7})GngX2oCPR%gj?@R7de7@}Ytfwlp=vaZOl#DPU`7#A
zhlWB;G}|L9M$L$dEgA;B6ze=B`-NwaCjNmQz)YDe&#a!Jh|;uOtbmBl%49N$5BRJb
zSjR9VcS-q-D|QZ)TJwn4@@{7O7?UoljK&P9q+66r`@`jv1H>t7EejSM@L<+L7+PG7
zb!aVLjALynD+UYo%Xi8RngrpPAZ!!Abe(f)CAZ(F_IM_6{S?epv|(TSVt+O>&m@cp
zk*wuX7gx8Lj@UHEPD>(30o;^9Z>I2du)k!gSH)ua@+z`0TJM$RrJ_4P>RK}qbWd)c
z$I3zKjZhf1J@*Fv=e#=@S^R^lljp=ipjE=-s(1)y{zFbpQB7Mn{L^@Tg*TUkA%(Ci
z0t$0Tdc`qr8Dm`BJ}7M@bejPgjRZ&_>P>5fjDQ->nA$+?y9)=#h(q`{?UZq_or$xA
zhfuvy0|v7PF{3_H{Pj$DbIosz;*KU~@3{=kBPYiydd~B>S1(yU&6Bk=Hvx-qgYHoS
z2(tk}$_x`&!$HUsrr5g_AvCne$_Q&A{2?Zo9(Su=2I8ELVgwz-4$p}~aCEaVO0;0Z
zmm<+GIk;Vja(Cx3$t7TS(lxl(;e*#-YJ%wG5GVg84&W&uvYpy7^fWMP5Iz3ce+Pq{
zNm1E6xls6RA9?Gb@f|-oe%+v~HB;98{dT2QlOel16}!ZeuB=Mc)7~eJ^mOFPCF-!$
z*^-Dpwojq6;Q%w5`2Q+Y5h;79^Z<0r&{8{}%AZNAF=@*usE6ulYA?VPhHw^GAv`}R
z`>wO_^|*oW)V`TJi{XYidk1&o^~cs-Fuv!x%=0KWxy5;a?4!vN1Hl7C<dN!0sbrJ*
z?DggAh5sn(1=1$vj(>&q&i|7THT6VA78_Er8;M>OI^a;ju)N0i&7KPFHs#BcqC}^`
z_KeC)5h9^&eGQtxYHzR2(Y|;8s5r|S5q10+)3?V>$CX!B*#g=cO_{R=gl6LnA8DN#
z4Bju_^~G0sodJRch_g9_D~}4Ryg$ux?Oe16WUNYL^g;*2%2n>d@(>#7<phNDDZYL$
zW<UNf*Oo);5LHAEf^Uk8TdMgtEcv-taWD%YcLiPIt2U$0R5rj(EBmtqyV2u7KRL9Y
zGP;0HX~bFw4)TR)RvER48QJ(4);s6A600YbP(slMlOjg#QOi^=$de!z#I!M+GEs9M
z14_bII}p_)@naTH@dbla<Wb0|)Bx^<YE)npY2?^<|9|~^*`jvGVZG0{=x=#wOo>Xk
zgaBlPaGTWbtnDb|!DJfe=5z2fIeJz?DnkHa_1oSAS-ONji!CdR1ONdN&Wp|g7|JRe
zV5&)GkR~+_av+_I4Xmotk!NVM@{iKI|EINJNd@~p3&@XYL{bCWpvVD9e^Dg~!WC!v
zp$*SXfT@a=z-4=WWaHMk7+L?hOyDQSs0pzNG4(nn@$%|V*uV}VLI-FB^R!5aCzfDR
z=~36LU=SBMf^?I_djk7{2YQnOXC%L&-N8E;zSjt;qoxL_mTn6g4vfNa_FM6mruD2D
zq$29+CnGg;{%*<{a}c5d+NW9G_nDQ=?phiIde-m;A*~Xkqhcomhtkp`0&2SXAXt{V
zKQEOMvsM*2IdS?Qz&!Nnfr~$X+Y0~)@GmkugI(m^O(Af@Htn*W?_sX=+|7T#;pBO2
zpbuiErpS13rX~=U@TW)t;MCyChKa`}6g-*$@bdsoNMQyC1N}wo^H8#aQ@BB>?(%V=
z-FL+Ih?3U{%gYEI1Uo%*!H5jujBA*lfVenEA+HTf(B0PMHXjYGXvTViul)e5=O<tr
zS@x)bhL&=LKRybyDoT6Nt9B;}S09Sr5dfosDyF`Zv_sBF2=p@o*A1X#2D@lc>z8(Q
z91~2;yw@M!7l=17Dc1;K6GQ8hv;ucQPGTa*8X_|k#(rq|lm3HoLo0ve^3DNkyEqho
zQRBdqk7|jiCjQ$DtAQCm@fazWDcAqX0aP}Li8(%pGwtB2<dHjW75vd?jt*Wm>_;UF
zlG}VtPNtz9`uz7t*B~w$u>aKj)PteN6_@a?U^m4Vjf0<(!OpG{0H2PoH-|T0*Gr=;
z1%!oU2F)?a<%IBomhB{{4fLki2Z-pPyQz-&(hzYn${A|&?D%~b*+l=p5ah>X5DC(d
z84x}r^izAFtxXKM!o05&$uN=b8K~}(5NLtsVyQjXJE8A5WZq<5F9b+HQ+oqx=B6_A
zirb$50CfmK!lgmk#3S@He#(!lpDoWh2PTpcJvp4flO|?2T+{@+!ut%b%XvY-vjsdn
z_~f_KX1A3h#+g54>Dt~OTJT;@2&s@#Jibr3KY8E(_Z4kloClKsU;1}uH0DldtIFut
zpu`@S7z4%V2psQ+1IgcHws7d>Xy}1XD&Dx*m`NPi)Fx+06L~|3`O%w$=$o9`SB2;K
zqYOPiZ~IfYx$%&LMYiz0)brr5oSk^ya~vMY@<m)UCrI(`jR|g)yyD#CL~^s-oXE<~
z!`gA2^U5MeTD!k;`HZxdNGsexoz5a+g%g48b1kdfSnb9Z0{wBcn#sIU-jTbX)xxW~
zhb5WT0=DQ{IA2%2FIAtbNrC+bcK%NuBZ@Qn)+2dd@PnEWPex6v(6@O$%UshvJE%+k
zlC_b0giW@5ewp`^r~00-Bo1Gzv2#o7v1U4y(RuMpSZ}Pd^wnmvkAkFat^QrXyrB2G
z?6qcv(y?!>JJ#B*@b<MLe2ZfsJd`bOB>by&%+R?hoOc!)r1Cj{;r1<mKT(+XymMBi
zL#x8k{XM5$rB6ah_*lf5zUioi`>px{--0B{ajfqo@;py?QdzAWiWJ7ca>oT&XmK|@
zr}epYE&hV?F!TI~{<Z7-DD_I=<q`{YbjilNq^>untZ>_$LkyR)b)lAS+CV|vt?8xV
zR%J0?t<zukc6Ic&U?J_+^9QTW)%V_Q#&R?jNzcz$SRelZhOyTyo1LhbqZNtqUE?R^
zU^k%To?$N`@Sm*I#E#LZe%f=ickj?f6Fx-ee-}WS+;H76KT92U>EQlr@b|3JTXH;K
z8rrOJ?|WA<z4}Gfh%Hj<_?VaUc|9XxPvcMx=9rdomjX+dw`RrAqWjnrj#yOU%HQ&c
z^_9o`$^!iZdasKI6kp)|2_veKi1lQVfZKGq;(zgDuH^70nh+A)8MpstCZBHNa|=Qm
z%UGihv`^K!E|xl}MmcTV$OT!X)a<O<y&>~X?ozTC{9yc~a?T~jziDfH*&^7!R3JpN
zp}>sUk9TCz%Y$bEFgr9DF%o)DM`^{OTPC+aG=w$(OZZW|bG6%RTjhdaZ*tS-$=Q6q
z<EM1NdWq~xXQ^77r}P&YJNs_@cN^3J75*<f1o1z<hpo3d9I>%!q~SXi5}T~Gq%wzX
z1MmR+=%LhzAo2*AN+zo%j@cB|3jzN+X7OFyI<>GPj|?_Ko8C{`>d|xiWe!N_^7L%T
z@+5sEWTBf!NRwReq_Ty#X}xx!n@ELN<b?;Qthao%`+PZ`YHL<4zdZ6wtiH6M6qhqv
zostIZ&FeQBp2fI3%o`OV3}<xn;U^@e;IN6W0^{%Vi_YR6&+;cxNm4Tcar6G{p7nGt
zjK^E5RoJ%)?zq$zzt2V4$UnYTUSO(Z-L(I}(|T!|pAnONGpeAJI<JmH3c1H|nuOKS
z)<!$*WvKnMAn;$^;2dCL8f-GE46*4{$WrQkC%!$5(4c{~Fn)OCca)KT?B_mJo$;l<
z)y!+<+hpzAUTC}5Mwbl}r|0?yf^s#sXXXw*@^)&-uStby%@L%G9^Oak5^wI`)!I4J
zJlLx>o<=y<^UOsaJ4UWN3ky26vUYwn<p&x%x&{Uw85EKZn(P(x%!=-4^SIz;gl3bS
z<~Z|RFMv16_QO67mwPX-J79tI?H@o5T3-?!>tefE-Zt~(#xtq;`4@}k;;O!&jK2L?
zP9(t*N3=n;8bg&*Toww0-MQ}t14$67eFaRw)*>#?99aRqVttQ!CdaDB|F>Si>{iFN
zM!{B@k=-s*RwG97<)8@yUagR}1DX8keC*h6!`VN8mfcbIuuAQTZzE^IdDeoLH>+<C
zr`ArkiP-RIO@>wzxnHxgDdD?TKR=Qeg;<rH!rh*BgEyT6@wcQy_;ktBU-)JIg=6#A
zM4>#<5r(L4Va41D1+9Tq^$BZzOb-9z&%+ftZNh>hCvk~s=$Iyk-#+c3I_xrk<iCu<
z7nwpWEz~&)a;@5R)+)W%2U8_d8^iDP%gu7EnRvS8h_ZUF5T#out)XW4og}Iqe>E`(
zu5!jwYqIDIo3H)PN$^-q%$>FUSa1klGjo*V>}H%v{5yQp!KZgQ{hRKoESTd=+Mwkw
ziSn<JL!jjz-wQK2dLqb$g45?o!<s(S+S={KO;)ovtX`K?xz=s}pruavKrPY5Q#|JV
zgfI3v`bY0ih_kW<TR(z0T(-7spOuaYkC{EKtF7dmS<`xomR%BxLGOG9I^PF2&&H%C
zBP%*@zeP6jUAI6@i+77L-1+8(r^oUJLhyTnj#W$04%w0fi>YtI3QGOh{DfURa||PA
zeSYd3NgJN~#QQ`Z;QxO52e5a@=KHPS@xAFM=1QIRVy>9Y8my10r55arutf1rYw9A3
zkJT{$ptWu9uCT&gUu5t$nr}?U#<-@Y$mXp4^nN(Up|w&zpo~+^)jKJsLc6&&Vimh$
zj@-P+9Up(Ylm3ieX*V?`<ZQiGhp~;8*Z0R2=cKP-bf=bClz?uKvMD-3Dgp>wGR)mb
z=Eh_mi*uF*Ri6!=Oz(F!w5R@_1yph6z(9)i+wpV9cGpZb)I%|uX*;Wq<v%cLNo)Z!
zrWz7PaQz1?B^L?9HnrK7uNC5~9ZK@6*-!y>IsZN6cJT42yc&b3w%6a8&VmY=6AG3Z
zYds|+hm83QVI}3CleOrT)lEiBb#`1QmGWsp*Ugm@i}(;AJ`{+}1u^REuVMTp$t><v
zMn@DkV3VaOXMaNg#0)sw-38l~QPy$NT`R5GDKm;BYA4H!q#KA!L(JVG5ylm$WhL&p
zry)`Kd*&KWG0;z9f-L23TGUZN6ucNf0c0^TF-#3Kw4k7ihM*<kMxSHe6M^?EBwdTx
zxj(*b1*r*Q=Tu3<YE(hQA?E3Dq=&eiF<LSTnTu%p-0W>8HsZ(LTkQ;{OG&}dUCo?l
zJg=6g;0i2-$@)SQXIiu8ce}N%w?;@o@pKqlZv`}(84&KOEESb~u_}XbMur)6wj6>%
zjR;QWLJb&RGk<=Z*hjzMrbX&UR+Jk~5d!cbDkH+0Yfq%RB3f^p&5}GCKu%&Vm($Qj
zIrOvv&pL9bDiabwg1iiC5Cf5h*6g^T`PiWa{A>K!eiAbE5wq_yIW~tG8(6Ey*qFzd
zY|u9(-KsjQJK$Q^#LVW57@UruRz#&B`)3^P|9cX>65Y+sq+)t-l-(|z`47W^t}rbz
z|AT1qi&)pp^VP*~pWr|p!&gJUU29fa=<R-KtF<tlozE@QkzMdt)9TN(Ga=0r%?qv0
zv<~f8VQ#QPcI1Zh@P>6W-|Bn|+V&ni?9si!cQFt+R>AqJjQi>zAR<uNowN0&SGG*=
zk-+uQX$f*eSFch!_k`%<<j5XD5m+JcWy%Pp&fWH0{Rl=UefdGKywZlnu)^l3oIOK(
zQ;C&DS+iRo+TOGsidAa@tobN~d|9;07e8epxxxM+Tm2--Y0y~mJ4nQUoi=BbIfc9h
zeumE>Cv9>^ZJd}6dh#0RVI{^%i?z11qF|vNN$Q<bnND82Aw%^3O@jC-$HqUQ9eZcr
z9Ci`Lb#F*%HdYe9(w}u@^DKhd7OP@tq+%*HW52v`xXz`odX#FP<RiakD$mv>S5@b*
z=NKO@2&FGz&8n9dSM#3ls87|ZpD5yJrO{!7!l2=d&OuWrsD6r}+*_V`ikQzHWZQGw
zOUZ^KyV`Zron+cSpzhekzDj;A{5Ou824r8mj4QtzSLM4@-F|DGgIJZf39d>yfFP9{
zVd3a;{(lAjE{vW#U2SUEY?vLjxl;^98fqUMzlS$CtLm+k7ne3zpG2wI{Bmt&8m54D
z^*%3YH%W>!%Au=r;#K0$EGmpws}@m8w%c>Bj}AA+xy+26rGtywTx3#l<eZS$s?#Ql
z^OCs{k^0m)&~Vm|4(q=e2|lBj_Qb8GqWTVv=@z?ob~upLG25^Ss#TAsfPdBUnv1io
z4TD2LZA`o}td>j#QV0V<S;5icjX^RVr;4Kj7g<6{vdiE<frp@I0z69d$<KWNc<D!5
zFX>Ck%;&8Ah3|@o|M|97Q%p&&y5k=jw;QtARMb`euwk)1l2#fksjDxxU)6PI?R<Lj
zmna7G%@g$OSWg5oIPvupBlSNQd>UcO$i)2Y2g9$ENl}VALKOH&U|0r<LeQeIVV1~4
zMn*;}9^d_nb&`6EKbSqova#R5Mx@KmYcs}5K+~*#B9NdrKrM+;v*fap8;&c0t${nv
z>rjV^Di?vkC;;3Yp|xg!33GQ3QIlllIhC3KFYq}&hthhV`bWk6EpZVoFp&$+-!k7p
z^4|%iMruFXHibv@ypeq=t`;EkU%Y9%CqkV3%o>K|s4*`)H?gQlc;PIp{B;>o(dwf1
zb6rWG8qd-ENrR}YhL(M+f$>+-$9H$ITGsbfo|eUs@DGR~Wq1(0dol-f5NwlD3aJ%@
z7KBhZL4F5tTop3wI2$7M*^KNcO^eR^hEuwrMyDK9^QT8sYRx*YnpY2HgpU6eMIi}~
zsYwl&;zZe<?S9s_xaFW?F0!poCO-eWgjAdvFsSwm-KbmiiXvB1qHat@5UyTTh$Mn?
zR@xp@Xoo0{;ox*3vHo|XV<Y#mGf-76h2^aFxK@Sg9PHMfg;0mN`qiM0=WJ~Cr%H#4
zk=Rc00&JC)-}w_y@`8G2L9p>7^6P=j)p>n-r_79e70NM&!Y`Cs?P}UDpK?Q$R>>;L
z{Z~opSIQ)b?8^)C_{bDSnXFJ4FR#9ryO%f2q_Zs^o@rI`K#U}CV{&TweLGf|nQ>R=
z%X9r<7Ft{zk~ZoYVIa+d5;-~M)SHjb>~D-V$B!0OjE_^b^=<k&Scdjb0cYMy19z8@
zZ!lRSHTg3mVPPY)dY?8i)jd6T@$yxx&-f9!viLso*3Aoz0Di5yzZD^|DKXOd4Q8XA
zLT(v}>YVEIlAkK9KITC!EATX{(w0Hd69u+U++}a6@A<y3)-)GtoAehHDRpIKwYT^K
zYvlrNjk-&ZhEQBOXmdTk24`pgOoK>kTfVC-ky57(+TEql8ei8M-<!p<wD4GVKy%kb
z<JIJi)AB(<*rh37*U?cq=Ap2cx9Us>G^f*}#l9=wdM+vka4aK;<N#2IGyxnk{akr@
zI|=>VE_-dfZtFxwtgM+jGwO!tSnYeWlQ9{U>z@o_NFEh_P<!MQGqZ!Xw7BIpRJa--
zWfc{LUkF<Nd!M^c)RWS0-KNiY+zjdIcoMQ;;n57K9fzD}E0^bFx2{+#R6r^)<Z**a
z5GT?Z3qWn>W@Dex4r-J)#L9G!qYzT%LXtyKkhM5!vim{+)Wvb1#e^axDdXj5S{KVm
z&YuJRNNBI<jRSS@B+LJ7S9T&$v*E1Z#!-}6XmF;g5vCxB?Jg^8IJ@R<v!r0VrYh;L
zwi;@P2hN_<1q{YyDRmYT9TqEDVChfKCGuoyh$~xfIKC2$M&j<sBM@8uVaR-H%UlwH
z2QlrlpOxhEXGSa(7(H?tIP&Fp>eMxPAk9y>F`X8S#Zql2eCc7(oA_&WOD17S7d};y
zEliITgo#VZYVhMuXpWByCvLqqlyMs!NQbVr24O;dFpIs6C{->s9kV{p&z~olqyGL?
zGepO^s^Zh4o|r==GJ+I&yVQ1x0`3cg;W4n7|6_-<g0Zkda{idH4Hs*_1WO+^W7o&5
znvsx7Ohh_0U>Z9{7^jQom}DA^xJ@N)n}47YFj$b{L1v#AfF{rf!gU1@-*E~(Zc<(8
z-2-L%CaKL#xVs6Ozj;Z;O;V?}iah7<w3*$JYcI5UyIsSkKK8atLU&9qH~q~YdZ6|N
z5;lt&4dGgg*5#z&bq5A@eVep*!$&sRw)C_|abR-i%&)z9p25pzJ?P7bnDN6D<`0M7
zi;v=FlICIa*Y75Nj=mFwDHksAQea#q-3np*>#|5F%aOZSBFiw~b?>GUYz}|TyL?5w
zv9Mja`D5YL-eo_^ctSjkiln=5D6)2^{P`bXaX8#nq?UD}GfL6y`!60@VJWW+w;kHE
z7ZKD|N@1HHkXtO{wE0y}O<2n6$<4yuTwt-}4{?aL-Z|kCsp=M3{s*tHVo*a0(X1u{
z+2!rbXcf!7&?7>LJ8h0@rf9^;>j#H+O;M+|`4YHa*BbZC_6xW2F9}h%>qIr4HvGtp
zIdNrbCL_z8!~EbR%N}GeJXmww4rrK4R<vnq+h)vLNN+qBf^}D3FHWCM#6AaSkCjmt
z_xxOfH0HDot&eeu94aclZf08W*uA8JlTIqCsgAe-N9(m8oMl>3jQhdm(u<4%c=YT5
zIrxx84@o}c1K=XT_n-jw)e#TR7xK)VsNdpUJg4U)ZtTR^m(daK6IwNCyQHJ}19B})
z(saf-DAo)NAKuXjZ<7Bl9d!PP^K&zL()h>NhX1vK)DM}3j`#U`t}ZDN`MdKPvucJ$
zFES~~nbR55$4pGeGm7%KVUeWH=oCyC+UTjv&vB;aCXPshgJuq|POr6$bDnG_F88{+
zXZ8jxEfTyTb>__jEY)~+wlW$snmX;Hy6(ROZ@ul{-X*Y_Jqwd!b@Fml7H|+g%up#3
z2J=k6f!c01+zm2@TE7_r-3&Y8l|D$RN)3ImBUBfj&BnvSulZ9I`+=S#SQ$VMXCkf&
z%hH2Lzt-s|e#1S?e@_sWVkL#98MP2UMLu+7(x*X<Xs*wjHj7D4M2#HmG3F9P@TbU;
z5<Ls{^)4<rzk-W4f{Oz{F}az1>f9ZQs0>a(XF&EuvdiW^MQxydKDST|g)f%pLT=A!
zT$~%OK!;n|nbzfg>d+KV<k0-K;I+HYoEsh!Qw0OAQE`?u*nd^uqzWEZ(S^jwg5%^a
z`WS|rw^Cd=NeZ_89NrzPfsjDwU>dWp1P!1N;Rn=gN~x`TvNMYB(Eur_)P#+`(P-jS
zpz<Yc^Ns@&Fh7`pGLR8zl3|j&0B(|i8BD^9G+Eq-abZ?+PZ>Kg=o0D(+3GRsfcQIN
zTDVsNjp}=~`s|5(*D$YrUgtuZ&1`zY%#qE3O&zqT)<~(tv~EYmrLko7RY8ephHv2g
zm4Q!9yAf7v69@b0pJ`GmeZ!7=o$BU=NOi3h#v4~{kNS);g&fA*E`h2*d}x_NV}*gm
z-b*~<`zKrqJHj+p=FO@vM7{4{YIlXP6O7o>=RK;b7Yd#w<tB4%R^;{!<{4Y~I&Bud
zdlf^a@$q!k9Wdxt>sokJ(`k?Pg$;VoD?AZyX2;EUo7nIL+1Ja|Nwk6oUBOb~+5K)>
z4w||7PEN&Am|v0nOK>B0-pZe7o`jBSD05|>RBeG}U(fzJb-}Fa!;Zxb6#Cb=?mCax
zXAT@1zhQBHiUk(0lxPu14SigsiDgTojd}w<4lE5+FxYFYwa)l3CzSW<tLdG24C)7B
zw9Jx@TWtI>(z^2Thl%Us=jyA&fi}~sm^8ti*qhmv9aP>onih5ucW%Mh9KJ5H+fOhi
zyHggG8Bqr%I$og`w$>A?%Gz3}M^RPf!1a_i=xR2?0OKahy4j4?e&Wr<mFOS9K;Kqa
zrP9CwGFBxov~acKT2kaZ*&w0}&mpebNJK1_hh$l|yz3Vqx}*0+Xf{>G%%+$y&%UH#
zh~-vpUP;fIsQZGXN0zQ-2;H}W=#FDJNcH|2ai27EN`n9d9^{#c6={e`_Y1)n^434x
z^0fKZNNjcF4ftZ@nSW|&)0xXUmubX+&1t8V@S#;z=+h1u%&D3q+2Fe%nR<+Tww&?>
zoeJg|cL+6+hC8y(+?2|6s}_p$BC5KW&RkeEx3%D0e63P@_{YH!eM7LswCPu{DhfS!
zvOpg`D7)zKBG<|w!0bRUvfSDywCtAQO)Mn|ikyV+x`3!c(iAe%1^EH7sS?!BnJ1Bq
zLg`Fek{3jgoZqXfKv!gCQUeprD^@Z!v!t-Vi+(=**VUhcVbSAZ5JuQEoi>*56cRQV
zB90=Tgr83CoPPSmwqh+;-zB(U@S9<t*#}P&eiw8U!cYaBG2Ct@-cIpTSZ;~j?s5&P
zzN>NTGNH<qmgsBZ7SkAFMiSiwX?LJlFsTCT%UIBjF4`1+R`X7=vO?sKO2yTQt>pS0
zpXI@dDLs%BE^!W$*PbVBu^+Z~y7HAZ_K;r?VJg0DL2DRb_?+}3ofCDjJOUul!kOIk
zc<i|IAYIKsbx-3s$k1KdhzTH}%7F`5VUkm6Oy)8#L`L*!yvV-`@?_}oz#ICX4kDkd
zUI4CxII%^^Rfky#z;zI+tMwUAzUfGC9Yl_4a+{8{b|gHrmLvGIN8KI{K#T%&5*x%=
zleu84I}b3o%Wzh%LqiZ%wNx3<oN$$?)uW;!q<#irMja6KScixG18BOxo1I%8p4g#U
z|Bm$sCK`Z|oh$tTDL1b}l_^6&PMr){vBWhuEI61?QoF-`9PZ!Yb^ihPfxAkvuf`u|
zFcP`=uj;>BkQUc+fx1BMbSs_94a!QPZW-`o?h%0c_Oc;w{ef}+fZk2|=a*xH^2m<m
zS_fE8y>da9u}$?+{A^DFOkPLDWiBIQO?Fa?3l?L2dy|P6WbES;J9*&E{dXuH>9=hl
z`^{p3N3LGosOnJMY=*6c|4_tbx#MAt0#lJvYdSCC>1?r`re-GIt&rrBVs2=Q-SLOP
z-eCsT$DgCG;PH6ca`#_E<7ypWZ&}>2up&|-(qpxYTEFDUX?3X@9UB|Ow6@NfH%&i9
zs{zEzOIxrXyUOh=?pnG__<Spr^nZUkBh=CQ2uz6vLv^UDOeBDP>S}CyI1geRICxFj
zzEy`eW;ebw3ItmA>tE*=6X6LsN`2#juNaRnzOv!Qi*{G@HeRLQ-7NnTZV!f8njU#<
zv7*r8;>jV*<`X=)2zvR6x@1kikzEDuZpxBXfXlG{i*B5bt(X$Kc{Ou>Ogi#=$`_0L
z==vFLpW?;ZA@Iasr7T@O>}b;I*x)WpUp0J&jxXNQ;LA6418X_^G0hksQ{36<@D_A&
zK)7?{ZlRFaN24FlL#{o$p{P;jGO$FUxI%{Ri|iu-8W61JHxC_z-DR|z%iHaoQ<d;r
zHRYrfT6KD+fTpUk0ICF?t~vpRoOu!L&$|Y~)~+X=_QhBR@ELsui!bY91|GCE&(aAq
z=L(xtx*<VYyH*05@#`FOocs+QstY1Uj0wgbn`v%;orviFP<4l*nGXuG>`?ohjNf0(
zIu}=K+7{~)49?xo)fONX)x5&)WNaPEC-Ju>Q9<uZk{4!Wl5kvTXq}Lw?w%3WJdz9W
zM*jhDNK(+xh0bX_alOo|q@rFfLDz{+$VoD=%dP=fgU2=te`uU7acsEvN%?#pik2!P
zF1BA(R1_fqvWbEfgxK-)I{zxR@Zr?_7UMLli)yI(Jtp~hJIcJ(^jNkTbs{>NdfIW;
z7~|*9^5k9#X4p*kA#i2Y`DX_YWJk)~i_ne`OaJY6Vt@JK?*7O)(=a%LgiA%U<KwdX
zKPIfl*$a@#4CdVrJ?CF*70<zd{{WF{r<Pu!B(M(QrO+LcQ`xM%L??6x%6I242#4_$
z^#Us%EhoPJd%79DeSN#s^y^!nZ1aDNm-3&n%gj}mR!gRxgML%^yUZPb>;vex;q!&w
zg}YQ_kg})eD8H88uqDmvR3(_eRWH7Z*3VkuV=%KPSM`N?Ue#D5UKU5bb$E7a7@8t6
z^6`t>yN;B3uLsz^;4gK7<3u3Z+Mu5#4OZ$0rmAAVXqLDJVNp`>gi#D_0}k4f+Ui@Z
z4(r_Et?QE{U&mI?fC0-Wu%)|GMTz+^*+Gxj$!!fcWQGpg6T*cCrC}!G9F1beMJ-&5
zd2n6o{XY!j!qFJ;D8fErz3P_E-ye&`^t5wV?PK9jdma7Ad?#4dd|8YekZ(SH6e)7b
zF;dv~@4Z0<^!A5wZk=+)xBb_udZnc`mdXrPHr0}rHl?8@t4fPOvUt)EB?0-_({MyI
z60@z%Z8PwT;G*qJ^=W6!nd9Q8qe5vP`&bJlEtV&L&$aH~vq#qU_TB48Uq$j&W(}TF
z)GecWIN#vpBOGE3A(i+It>qyVu2nc;SJ!|sRUH@3|JNv6_N(s5-JX?eJsm;brCffU
zf+<MTZ~X`=I-uj>sUJ{$^?gG)U*z*W2W!FH<i4xW=0h8MdV)@bC>n{V<_}WQeuc$e
z1Eat&N4u@tFWvbr-T^=Eu(3~1DKfu5CBN~UQM3uyJ6KX(+BAv4Rc>f1gS{-j|IWTq
z+B&{|Yn$cS<bTDRM_e|%-K+dS3qF!7)TJ$QcN^9VfNxch{sDfK>XY^+^W$XC`~w8L
z`}Iy_20|7^b=7Wh|A@D~Jbo!olw+(uJSi-!WX^AmPVQNWzLI<Adl6-xO195;cFMp>
zkRLsjJh=Acd_r+#zd><V&93v@^`ftBc-3|ONLS|J3d1{nEzMt9c>C15HKMk8DPGo-
zw%P9xa$FGQ6Eqw6pm1CG##1f4OcZ{bv6$EzFt6e)av=i0zTK%8YbtnWM6Vh7PtG-x
zXE|;foP?h}TZ)Q*%@gLh@iCDE@*XK#>4mUA<~f3pcaU(u@fYq<PAlDk&WI<1vw;Oe
zo>O_wmO8+>$#=u}{78XNbVS+S<W0|3ACu(vP`tG~Wz>`2&TH<rgV4f*BooJWr1*jd
zt{2*W0FnfqHxN@G&f}RlecSA#WA0njF`gZ^-|+cU`1tNCTg}s3p~})6XeFESFft=!
zmt@I(s3-Y!kRLv;&{uWr;=Z76ajn(qDfI>5ao`{{2Ctq9nJw9F|Nbu2&zNXX*9CWm
zYt5XY4SBwFf$IM1VY>#nD0Y3ZR->Gb<cLNW7<G2e)GgZDSKNwI^iFJer;_*?2}b)6
z@jNNo4R6cAyQjXqLApG8pnkAgEUDiO#N*W${ma%XxgWYY_a9#1ZZKt=?4LrB_r$^?
znP1?&?x4q4Q~>~{%uKJTiEO~7P<;D>+xh+N6P9<~$!A#_C9m@dOaErVU4E;b0_kTK
z#kBS6%%5Y=404-xD}9EPsjCQY*ref9U!S((Phe+qCxt)oBhCr<F3<&_=jX<vKla<T
z6gr;eSYUx@vCXn61zZlnS7cifZTa2bn_NGhTWB2V+g@k7sp|g&l(2mvKWsK;sTp@a
zF0K4@DCbiiQUqc8IuM4uC;#L%zv1dKS)b}RzChku*TL&uImd1=^H9oDRpQW+n_jZ%
zUGC3Q?E|qRP;j<pmaRMdPd>`2tSrBAmwh<g6WC#CzW05t*-UG0*|@7N;*i%hgCB$K
zKIUY0)hFqwtMffcWjz#7Qe4uUmV#fCuXw=EZ7c9=;)mKq%!!${O}zYT$4@((TKC^-
zymsGVr_B@ewRUq%S2+f*bjnN-;(D5N)IjI>*1)iOBL@{d0pp6mIDg|m=f><WWsx5L
z0NH_Yy;qK+xv<{rtnFt%-j?H~2c|$kr``*Z$JC#xw@-oS-517>U#_(N0cr&<HXo}0
z0hqf`&2D}F0UFyM1Ajf75QnCMXqTgD8&Qcz0h2hJ5qwEbmfRu_$%vxu;+we2vQFkW
zUx}BIXkDAP!T4Tg*SN@(!wl5e2mT5CLwD{jN&;D{n8Xat$yxN4AO_TP0IHKX_m+c4
z@UpVv9nk+lEIE~ID^;jJk%Y1zG<n@8oA59iM=T<~LGOA$jG<|iusiayl}L{oupayl
z{F#XXwE;jZwCh0QyDLt+Oo^9u(fD$oO*?Xyh_w3YZfe7KU&YZXl<X{lu+)`HXa}he
z)<NaSfY;whPfO5EuJ{f4ITV+Z-Yb%LNE}hc8eevUPdLu)5z`@%LvbWXXmt2Mpzt%3
znhcnPmdbvjzwaysXtEO%-+2KqKcFarS3MA)$SXGOtNR$)i?ucs;iH8>-=@zLCot`)
zhohrN=oQglu0W{Ieeol>vT^pJD-0I{>1l^8x2(2-OwiiXc6iyDBiClt%CUTkLfSbI
zl<M@B>pOBv8US?TE33;6_9#_egV{T2T0i~xmQ+_6vcgpLl^XZsS1=+#EN?seKFO?s
z>_BvlMo4bL`AkJaP41Yg+<nN{UJNpnQO3%7>yQORL|_7GqGwZAYS|X#b?c{<>Pa11
zqw;<#`=JsxD$+#9c#7s){6)S&?6c|}#a*h%VDM&l7KkEYW=NvN_1zzp=iF+gHC?77
z{n;>nb$o*C;3Hw`pt>@MJi&ZXiC66#S;?)qS`qXS<DO0$D`X%hCL~ddHfg*`=a$sM
zlS(ZLLz{LJ1Tb~_d_j+y@EQ!11w`kmIB(*<Lj!CBRRUeSy3T!Q?j3K*?Tf!C2B}ml
zVCbvjgIOwcE`s|Dg0`g`%$=?2+7yDz_?oUVk0J)Nj)~HdZ*Jn!L(v)W&4U43OsZ!B
zYhFXIT^`vl-OipzuXGw7;QAWfqUJUh7svpaMr{#M*C9$mS~1fxMx|kMDz#6H#4HQn
z4^HWC<<b{gpo{?(jrYGKGPWmtti2m7h6%;=$`xDF&?{ACt5&T9Bek@RGxTh$5|$Iv
zzRQJDSWEPz!<kqn{c;QgIjm+x^`sVHJA}E-Yawl3^B*AeNE1VlCnU34H6_!?Sqvf_
zPV6LyUlmD6q4)D^b1@6(9-2ST(49W<{Cs)PK!)|=J%Y<%iY!GEDx9f$9!{{y{11R4
zdo+-q+p!~V;B-LWVH1;nT!FP(cx2sFBzk3m_ml>ZM|III5`Jj4fB8|Zk8~e1baqzp
zuqrM&8MgDVae~Q>oXo_IQ?|p!l_})@{jR|5_{4&U#p2Gv23vDJrTibjS4r_nQi-n&
zUp3Oj(9k_df-p&Zsq=YZ_OPR_&U^Qk$cJtq#*Ks}j4Oqd1c?qf2&P7VfiJ<p%(t4t
zmtyVrb%79jxa_c-W$qsUAFM5-6%aLN5<`#YRx1@$R<WP<fm-D^2#ecXyfBkO2D$7O
zyV~QRzFw;-hAY;V0pU|x_a$=vF}WQhdDN%k(kNs^+4oZTX6LlDw-*-;G{Pg>B%FAO
zjW8Iokni2|Te|U5SH0lXd|STr(t8VK&~`?P;yDDr^bBYj=tv{AYs$r6a7``8&<g86
zMI=CuKBMHsHI*VyF1Qr>EB>}a@B9y-EhCzp&8!heg+wnjaS?iO?!w`zoA5xvnaE%@
zN>4j-2^4PtAgyxHxOSY<PE5#=^>0!RDeg>l$L-?yN2N20aP9yHJsD^L`<w?(sAv}g
z@o~OcaE9=kGwRJdn15IHD!sDepvt`y0p+lF3Sg1}j{$jGj9WyrL=lHL?1Hi{$ba8c
zsDRywvnmiX*M5RDS6H#N8C0mV=dbslx@wWXy!$BoTz|htZ9-4$M$<RWLgy5D5AM84
zza8h#v`Ks;WN}Gc0DP6NA+EGNAocoq6-Y03Y<k1XLP-g^JnT!AwXg~lu>nFf2PLt1
zD@D3@sD{!F+ocBMaqikLPjXO`pAi6}$&Ca(H8fWYu|5-N*}C2I$~2{?(a8|*fs7IR
z=;ZBXXWiVX;ciuDUVnvh>$R`^ucC8mj{cO@H)rky%5+AKTv^8oU{zKBaO4iTZLOP#
zkW^)e+4alhK?h#%t}nm^JhX<7lN#J{*(w&Al{EzO4EyE_hFK+9(yO>84B~MzM3Twy
z0mScD1;1Hxl8}%Mq&+9&V|u^ri{o)3%FN-5{gLDFMJu#Jiw{E^nJ^(Y$9JOjPqg#g
zv`=^@UURBg<!;++YseY_C_46HXi7!pzYU6Q3UF>-WPN5zoWLujn3Owp4Mp{i+KRro
z55jQ-dR>rY{RK&y1pJZheKiUOs(8o!g&=tgHv*#=%#geV`ru?bARDj!T-k%0Bsm!w
zll*Qgn>zoJwlNhjk&WngvD4A`>e}Pl9zV3+coqcV264%75^RbHIZz||o~mGo;lViJ
zLLe^R$GffTcEooGv}T(lw0^|I)PFrFh5NGb;;*o;L<>ObdD#iO_~xUVc%rWH(a2jQ
ze-wwd70+N-*Ujf1#GL)~uE=tC=kPifPB`xAg<04$^X~Hjt)IywB8QiH^jX78Kji_9
zS+C#ZG?+7VTjshuYB@N*kvMe=R}QXd#+G#jqKmHYjBuaPtE~0m5wDSFgYp#rLf)AZ
z-wCA(CvbA053Q_vF;GOGGmyMma=}MKH-I<`RwY{4BenHbf(_m#LBz>BSB$3h^MLi5
zk)$()a`*UcnU4}P(2JeR9z+WFXC(o5OcYP$s0#CT!W*(glWFL|qtV>UlYWX$_oMxT
z_PbuRum%pX=SmsHK$!pC8pQ+wa&Yix8cq<1Grlp1Ixle+0W^^$4zrt-D-_xt_OnDK
z+5S8C`Nz`gLR-O1C)NM#n&eoT9p!Ed$8Ry73f4|MPiLB1(G~+M|6#S4LCYY{$dsaV
zYt$>;pZ44gN(`NuJHx<SyH4b?s=pY`JusupJuvQuhepN)mEtr|n;f-}Fcf!I>uzU*
zB%%|T+U#;-@-S2hh~>rqFrp;@xV4>LMpGL`LvXB9^T5%FmfglU_V)}{lp+rTqabb~
z-@81xX>qGs8PWh3h0b6V-@@2itH!1KS%v0tkD(_=N5}ZEa29m^95glYaC{s>C+9ZT
zIK{1<Gm;?wRaq)9G-r^el2ID|bel3}$GDJ}kRaji;W5R0Y=@&Qk>d5g#w|bPeVW;E
zUlnvHPH|cplc)ZJA_o$*rKyxFktg)v#8%HLZ3x2p6pge&jrmPk<fk?Dpyl^-4mm2<
z)F|#vhb<gec$wke0W$I1UoHl_ixADb(MgX%Dl!@62L{m2c`t@pw@O=xSaJ}mS)4>y
zkk<+p=cVf<L22_@8`yfoToZQs-Uq|is43jXS8j<pA|kzLL70VTi44V}kMF0oq<yHa
zW*QJkEEn%EXhI+)hiZpDwYTj{4rt?`MNWQvoqWdIx>$>Ii<43uur6i)K*1Oz@2V~@
zooYE+R)^d@II>44FAb8Cj4OKA7iCHGef7TOz^v2dX}qh>SNvq?HGXH@I6!;T?Wlr8
z^R&)Ts>`bB>@l1<FI?HYeN4mY5`d=3)+YG8KDp!7sm0cM<WX1Cv1UtwerwB8UFcC>
z2bl~D`#=Tt9@d&p0}>Gf5b*I89gzEkM`?T4?4RUFcB-frqP<=|9EgtHGVD+>etBPi
zD75*>=0Aj~G=8chRZq5Yk;c~1gp!#tjd1|_M<%fPD7w6Qwi+<&2p-86i{hsJ|M+^#
zxTgO9|9^y(bhiUW3<c?wu5FAiDd}c(Bi#+7J4XsC!YENt8U#s!5z;aQ1SKSV|MvO*
zum5-XT-xot&N;8w<MF)TBSkL1Y<XHcg=o8LNbjaG9?EeeI3*t2S}_t0gRRk?#PIJc
zw!j)<IG!kZ;>w1ki(03@=3=~!Nvn(0_Eo53h58e$Go_umxK?q_9=!>~%}uRpi(o=b
zK7KQmlH5f@8ZVxnw(YA3=$P15Oe(kI0Eb%~%48q4lL2YkPF;;}P};(aE1vetPJU5q
z#Qr!0yKYjMy^_{YUld<76I{#-tM1hflrzyk@5L|V0CNc#$RNEDI+N>`ldL>Gz2}pb
z`claFD5#`!Uccp&G2cC*`bg{52}Uq|7kwQn+nUTLo7O~jnLg|b1Jd&ydR)eay#Onm
z!)VF#iM=k}#{gbx`(0o+=*XnyIk;<zW1>ANKa_Dm{Sj0$D`+c@3yh~m(3Qd+bR6H5
z%#Op4#F8*ajzuqtb-8JG4&qnqa3`j#n3(u|rr@Pj(T8O<ey2$wj4y&<XXv($CG8I-
zzGSHR!XH_m9b(L%|5+63fIiJuy@BR%%SBfRVG_3Y0?e%gE!)Pi+Sb<OXi!C-SP_ES
zM-gcokSimxGL;oFm=YtZ=nTjl=eYi}B-j$np%L7xD(Ie95|IlZ_~VAmCR2@&`c+Mg
z=QK6NoGnm6x#=p}L-6KG42p4x{g?_k&Qb)3Zv%=6cmPuwo7ecWtkN(1+fLn=ZX&-l
zwRSxF&~M$?8jOjMoQ|0+WjYqsoS&#|L97N_xu^E_AZ{{R!8iGM$}|bx^|M{T-2-;+
zmUtf4^0{PgoZ%Orgcy%-`vD$}h?m^}k$RZv-+IP}_XZ1WdU_6z#M7gKrlgZR@2>@&
z5%gBL8^o{1=!su;ofI9sCXnKj>UW*&&#MI6;T7*+&!@WyJ$!A`?uIoJEU!niaTfJ<
z!uJqrosuv+%$I^4<Czx2qqat=8$)(q4+y+?s268eRS0f8Dd{p@fAk*9Hrcvh)#lx)
zJGrPUsk_J{Xk?sWG>>L$uuHT=6tE%$5MY=gUd5}(uWiQXpEdm6L2WuB6K8K!uMDPG
z*^Fim%N0D{%9?pb>AG7qtTr<CS{Tb=Oadexa@H`AajB@9>H%+KHq_afv!+hP!gUo_
z7vuQ7)<sAAwuLTpD0d5k*0=9dQvHN=k$YmF_KqA=Ymv=OkjB&`kz&=DOm-){7Rx!+
zxrKXRFZJwWjN!g_h^46<EsRXYrC}W-3X#u}^E66}%@1gKo^LK;;Oxj_dYI2QN<S;Y
z-I(Wce8q}!QgwHI6qtm^;hQH{j7-vpsx^v0VaP@h{hwwkmax%Rh;Q}76kpJ8?&T1K
zPXC;1^LTt7+8PAR1&VF0#dqu^9kPwzKM&3t{1ANCHWw-EdhhT4FRuT5zv1fz1y>J+
zIrcvQ>Otjmi~~nx4nTVJ@fdJ`rHnI&EuHGy%fXndDa+ve&fuU^Gsj8Z^%3Q)5K9Hb
zxOhb{&)wO(NIT=7M?U4kc1lFDB97v9?iKOa52;}v@Ay}>EjBu8?n8t<Uy(O>foyC~
z0i3&exj&mbPo<tMa9%pab>t?9ZYfckEU=P-gxkiHxlMZ?2-5A@JlRH<MINtkWVhyw
zJPmAk?(5l`#2QEj_NC;4TEGXfu<vmlMH#o$nul(uiBYNYh*l=Df6uKROI+7W+IhKi
z@U@^61YGv<i@P$E`%0rFMB&HG&v}I!=EdSt9wUM{%;DAuME5x_NlSfJvE5MR_fQb8
zh8X{RAh*$ll#zm!lS6&=-rxIqAvW+zx}ogJ!Iu}8{*`IbX_rnWyG3`zTY_cWUIgEX
z<Co`8!YQxY<v)ItmpbYQU*R=Ny{OnIj6Rjn-~GLmMQVz8fQ4Kp-Yv5ElT<2jiZhky
zJ|QNOPT5p=$J29pm;PN3kac#+mYcrgmOi@tWiWi+>@i#2hs{<P>QC46F#{*%%B>el
z0lQIlQ;&W&Iba$8q#V;y5<7^OZv)lweuj*jHkt7u=j76?vGOl+=7L5~EfUXvr&|hn
z3YQnUm${c?yHu@P!Yaz&EQ(Vpc5w!xzhc}C7XUjx0<S7rKa%#!9fj1^wSBb^tJ%>u
z4+<1M-!wI--?Khn>UB>#%sZ)#%)!Q%z;vrVgZXE*v%_RQ;SRr8{{!gyeXJ;XXod5b
zgC#DIHP>n7+Qyv>(?(r^^Gto>l3<*bX|=GQwKPqbdQuk$vuYwS(1ZT)9&Q+J;O@y9
zYqhKn5N-?C$8soNmeMbz%v;nfr#c_^R?LL8_^#q&<aKyHcgfn3t<+9}(?;GHD7E0C
zphxp(S8LvrrC^3yLD$bZ3Q=U|2Jgg$1l|R6J4NrXFHe>5<+i7F&{NZ$MGE8h=_&v0
z2MedW2fczE)$JD^IhAR5$`j$Qf2<Z_fp)A|z(MwO8Y!59!#vR4d|`Gfl2)ThSN*{g
zf51NHbAPI0i_Ma*vu4TrzxNuE^iM2vt?nfsJkod|p4F!ZUzBVwNzJG)#c9;yyL5{!
zr@_`5=5M=(v<`Mya)FWMH4gIqzlduBg5DokFMVtM$%xQK)a+egkF;<U&BHd+D`C&g
zfMGV_=FGQUP3yR{4|`G7yE>51p2Oo3<!U1s>QM97q|W<BN%fF|CoHPSn6c1io;7UI
z-mh)Np#DPATFr#Cb8fDBLE213`7IXI^w<yr%-8Gra!*ANs(y$G3Ct1Cv!rRC8e4fE
zuKJ{;0SdxUlkh?kAj+ZYU}$+N&|svW>Bss@tZ>4M$lN)zNv3fP#e56%yw&q|Gl_|x
z9AaK)JH;;eZ%u-Fvy^v_Jp|eZ;N{9<@p!wO@_JaQnW&e{Jj9+kgCa^0j)C$keC47O
zXl`6ZW7bMisFZivvyD2YtX!&6vp*cCg@3cu7XK;@eMG5j{;BM_h@xQ5ztL1slrSrZ
zqAL4-K=B~(TOq6Hy_Of+^dF14h45<R+-J$A26vS4M(gFVC#76TSfaJQllGx@BjLpp
zUFXO8Kbz{$shF*vgo6w-kl6uOm5eKIH^_$FiC!2my0KL_G78!kXA;p50fL1Cv?ph?
zUi_5RcBb8#XN%{1%{Z5N+?Xsp7z~4T#q%)mX68lIT>7r^aF*rra_}9}Ge9!Q?D$EI
zY3*X@IHtZ2$o>a7N*_5R<|EBMW4jkUaU8lO&1g6-PdJ?tw)BWJu^B1+c1ir__|Mn3
zzB&Yp5)2h63Ztx!VWU8)iHQm6Qr`&|46HQ52VIblN1Vn^O+tX12Gq;F99=_-@MpYz
zS1>~jotGw&bML`*xzHw(U(Ln6OlZw{SR_eofA}#EKf-H%VJK)wsj>TP&Eq=M^?*z=
zJ1x(7TTvsfE-AruhDBb7Nyv&%ULf_5MwN0zfCArk)E7qypdOK?Vad(N@~o)4qn2Ua
z%h;RapWo*ljsTJ>$b~~&96C}sNv2|+`7M5`Z`y1&WS97p0mdfb`n`$fFj!t^9<Mbi
zscH%zh+vsk4*H8C#QHQ(uA<X3OeoXY27EYA##u|@)(=9j8GumQitVMokQ@AxLjXOk
z>kMQVddDuSolLl2m^!Yk#tSe|a~v#-CUM~8S&+hOJ%Y_EwL-x$`1xs5%*sAIpOgnE
zMP$y-f5<1BL5@p48ZG~`lM6Spd6m8>d-N<#a(@fqb^#(pdGjTr;$^C`Y3bjf_yIKY
z`2Y40@BO7qdc77~kGu+R!gIP)4?Io+PnQ<Nz1r7KB>rGuTdOwD&4%TWCT^(CB|PDR
z2<F6CgzC^5*3u||kVq#np0^5$qaE4g)^h%aYk&4uQ*RyGtkGxQ7HhT5s^-23p^>!)
zA3|fPBTCc~hi?N;=Aw$RK%ys{qsm`1r<C>)MVC-9x%YzQz{;t7O>?5O`V-kTRd`eb
zo`uP3@q`3GJZo=KF$!K_hKP%yKFvJMjEx$HiuJn!or?Otks;?^l&hUjv~VHbHJwbe
zec3QLUGnRO?VZ?<n||I9o2L?UjTa_t0T;&F(vy9!-Y>VJ+)+tiRu7CczeXfkxh1jx
zK?<4<SdPK+LS}`6C)#XX)#uhFUsU*g(=gsKhA)y~oc#If1z%`u`>mKiFDUb^1G`cN
zJV;!kb>hz`-lH1YyR7)@Q@>x(Abf~DvP^bw?c<gAGW^zQ4!Nc1-KaoI+;(JDcfoEB
zZNQE0#jbz0v@+hcyPrJ&?K~TR!U5wKf6kg(6dGvzb|}_2eYNZbGzfSHJSh$w*sS_x
zr*%a|_zHUTnkK)e)rma5ggD>PDBr}U=tVbvzAZc&`Ltk*OT>qquifEtNV%IJI?1Tj
z`H=B#l{p*qcevb^L2o)w>(D3sCldl+jGnm69FIJ^dKfcnV#KjS?1bl@Lte#vyuj;c
zwGGreOo!)exZv~gaHM8TrE8U?@W@QX+WUxe%V0Of6{$T}mnz}Lhdgd`g~W}`f)(zQ
z4L?}wo9ZpV954@Xj*Xj}w!@;EKr2-6VZ?~F>P^!`&(V~ZzQ>E_3r}y<5JDIR-!Kd`
zz^f+5bI}<1Y}?XWUebg?!n<H4!YQ>LgZpp*8{Ui6zEfYD_4}^M_XhZLWm01_#wt1)
zz-I^0v7@FGrcZZ>(c%O9NUFaGGYK@`_uDd!drTISR^0vdK}k&Hpl&UCSaxHi-el-Y
zYRfK-iWBTvf(ba)ZvWe;m#kKUG)|P1<+`SM<6@R__df3Zi57c#5%XExTcF;1$7Ggl
z!jOu?-;)Ie|J+@3>f0z6=22;_3UkQj^r{|hYaK0X_&gQ?HRNy;GX0Rm!olGd@c0#B
zbg1l<Qqq0I<b{IqF=_vbrC?fTQ<pV)*NRC;zhEPZ1`nq18?$m;dqeu;Aly>tSfbSh
znX#fnYj8d;6=dsW2JMw|hOoBP)0kN8)+8|tbF&CK3ttT1pzxl&n%$>%txY6yUJ-v4
z?XN+{ZA5>!JD!_e0c;?t$6FZSO8o?gb(W9p%f*OL`SE{b;w)V%`K)Q&Z(e)xqINDY
z5Udu+Am?@K|8_wUqX9#7VTJOI+vE}#P+(Gvg}gvyQ5i;6nNt@I87Tk#_Yq;pc(|@(
z%!U|{RGtOIaaEK6<!?0AU?MGNn9~W+1rS5+8Pul%Kp-*Kz_17)ngkGi0#HzGF3_tO
z>DBn-KMLpU5-IN+(PeNyBuIg)hzV26x!2ior5lJ+8qgLEPZO%PSwmlSMs_sXzk81D
zhc;uIveAdw3!(GFh(^0E`q&*$rGVyU-#VE(ls1eJcVf;!N;llOEnac(v11f5{ky|n
zpU2zY#WjbG;vHr{gge9`l)1bv1V|z-d&<!l0!r1H=N15!fccoYq0~+F%43-%s<{7u
zEcrWtfSYGW>vhGrocW)$QN4|B5suHJZ43d2{xQnYPG!P@48{Yhc~uT&pB@M>$pFY4
zrh%2r%(5FQw-GU->`!@y#zn=%nP;$&e^#R0;brO2%CFx^Io@WptI`4K07aEvyUE$2
zxx{Xp?2-9<t=-qE*WL?C)a;+Sno}$0P3r%&q2|aI7Njkb+;T!{d)KQ?O9H#J4Ohz>
z>uZ~-l0GBC#PS~>(X3FVM#Y~P`|TjhhT4J)p0#zXfkS;;y)N0N%jPaq<r5g@#_bzh
z>MT4~J1|FcH;*Z}4Qo29HKwysk!R1m_<v4bE6?9G?Y1)3zF+p3ZIZMWs`=~tDzHRi
z-Ll1RR@<;Ze;v{&Bo1pX`G};SemS6F6d#*Z0@*7(jy>pHYABL($nQ113h7+=@rvnf
zV^h=7XX9^J_sMtYn*dznJVHYRW!Yj8S<-^)%1(7bCZK!t=zIEIB=s!J2Q2+O#G+#Z
zs`3N!%xMKSWK!DBoM7uOp9ou5)#yz5k>JEOsQ~KQ&-Y0k$J$i0m9t*hg1(>En2OV~
zXm}x%vpowbC*I{&risaU>;2-LT#iP99dLcB1SImiLi3|RcWk|m@;2pX0$(xmZ5Nii
zL0JL<d{xkQy;bECT*OdUdGNthQ+;|wl&yFzh-K9C@)@Txrl%-|Hb`M$Y@BB8Y<2N2
zq@`5nNWrdFkn`2-O^e~7TyGw47q(;l{J_2`0-c&S@2%w7jPhMTcRoQ;f}yGfFlD|F
zNxpYWa?_}ie!J#QzUEi;Fid^(LKg;gULF6;utERxH&}B6i&~nhaR(O^wousws`EuC
zpK|c{@e}u8LiuF}k9kt>D|ObrwaHK}HD%QKi~Ryl+=lejVNhQvVMXGnbbKn^gD=ag
zK@}@2mO&plITy#YJAUDQzpq2zKVue_dHWeH+Ua<E;?XCc+rKAYTKwfCbK|s6_Wg9Q
z_#6Lle(}=l7m8*~;>QPRVO4o$l)KT&j|}8(DK1ZA9b-g?kDX?j9_OenR-0nQ!g|Z#
z3%y8MEj5@}bX8Q!*KA-#0%G{yYra51VxYCvw~NyQYZ7QhSZxpa8&rqlgOZRw45&ad
zaLb^*%LaTm>Yqe+Bqx}@kHNAKW1Ubi%UC#gz-$fZ6(O14($%8#W5Pb#(rJ-9Of~M}
zf{+udqz`YQJM7?jLs;hfa;Z?h(TM)w*9|X(LaO#iu9%xMfU=67TR$^?pH%;u`KjWC
zTASkUmWTr?i}gSa4|91WJePn*1Tc`C@nQFBP+Icud@Z8naxiRGDnmY~v0EI{cRz8y
z7+$ktZGdPFqz{^WFy4m4y&Fqywiti2uoS#;)a7;$<6L(&`|U@uV_t0EC3pho<@zQ|
zub-SvX2d+foFeE0R@O=or<7v%LUWdFvQ|o=dTcGlf{j<<rnwe!U~YkS(c^EPD=sZ$
zNjegxpsgKa-R2~)iWVuItjq&<1>Oj!{_po3+6yO;d~~~9yb2lgQ_jWXhh#;Vw4T1j
z`fD}T*kp0TZna>K@CeHM*RMbeB6&^1nW%c0;m3PCS%S8ks7t4FbmlsO^|Pr5w&k$4
zwyC?*vG)+Gt@YXnwg@X}&@s(#X%!-rOEzy-{S^BFMe@uWT{LGAtmdZuqM&nLT+gl@
z<AzATTW&D$E6K>7U~dbbb1E!1G^9UjL2!+d>XYWszq+cEd^1G%ggm@2#^CvoS%#Vh
zP(2P;)18nE3B3ODmV~4pABT`+0kq-D{MTZE&U?g^l9c-i^Faz5acCm1#mB?9Ne=<+
zxY*2FlqB61m>pAKWg{zUj0dOYq!ID)&)a-pHG5!PaM1Wi2m|S|M_VQItd^@;2UYue
zwdFI|LF~UdzVAjOF|Ay>)X^MR=;0yAfzt8(v_y$q?qA7g>qebiV|n|AzS)gGLN~_{
zjt(pL7O=AY?z~iZtZK7RKE?Y_E1ud=kN|y!^tU`4miHg8Ll*9S%@wAZw)7ZSg&t1H
z-={V}=gc3wt-f2ZDy^=o2`nw&pI&hnLS546Hdtr}Qi2s8o0Bcsq-I9^ph{76u)NUu
zFdIHkzaVFy_-R;YmLA;fS5va%*AlT>VnJ4db#^ObXrhoRnMmNB)xXIbf0-$jEE|4q
z@hfP_ltJQE5;^>xiK%-`^uRl3Y)$buhWI1q34vx<eSnC}45_lX31gMHV&;-p(&x!l
zCQMS;Et?N$!n_n*xGTr!^qBk0&7l@ej)9~4SFgn#EeMn}E}e{6e}9X@Zei^cF7K#k
zU1HsN?mqJW*~EHFen)y0&m~A%+eyP#JKC|OyzTY9rur}_8071+BfAOW{O5AaNA5)l
zq7>F{E9|kP7A*a9)QIEiF3naNd?;e^B~^gXEy%^!QEM3=Bj6mPWxBT~F0Q$>RH1AZ
z$<iwAP8#hbUFtnsP{J{!)7WkZq!{<|Jdpv6ok)(((He?P=S2wK|14cpu4)-4)_xz*
zNL^)!pUK`>Gm4L^5^l@<$^+o|Wc1@BdcJ=l;y=TW-zSR_#6mLaT;8zcEXQm_8Hx7L
z70>jX;L#M1$<NqJZQ&6NmS6r>s@@ROJR3cFAsGHsJ~@YN%JGp5e@}|c_hNA*V5ssX
zN6h8eW~BHgcO-k~)ex^&b?q#Jg;#={U8%=6i+-q$jRtJhYqCv)4PF}2e5`+z$rfRe
zS6K*wvGO;LJ@}2;nt5@juylx3@HT1iFls99QSfM)4_v%hXnQE0C(x?4nQVd6EgeNA
z&o+T2_IQP(=wpc<F1b?PUU>HxU!77t3jD2<@$1rS<+^Aj{OMUH`<dT|4VmB;s%yT5
zEF8)3+W11s|61<APr>`=$89g~uwXuUEhZ+amr-e<W$Yg?cQ#qYmmc_VPvze+Jijra
zEXifR^tz&&)sOdaFNlE=0DItRzS6sI`C;D*Sec%0cDjfZ^}DZgHFQ2cw(tm;XPl6J
zy3}l0<F?Y!GA~Vr8zSh<lYadAAqZ-ya>)J;Cx!LaIJ!sFmPSm}2UNUSC~;~o3{zVa
zc(ZYYaBK9DBCs3Hg|R<}8D^q5qv_b~TPM%gd+VI+x7K7#)@0*flf84I=3jY!JTz8z
zE1+*8&cqcnLXl2F;U$OqaoBVt?`i%m;*^bbn(;3rb+B>5yyfD&mJpPjyYz#K%>+LC
z$=xTptjbo--ba>DFvotuB1zkdCU9OFGg8*e)!AN}pLt;E+D%k;C@hvb>A!Hn)kQ{Y
z8vQ1pzFxgf=YQrrn<LX@kLO1jHZ5%RK7Fu_hJ|k}=iv1pLQKy!=Fp8|r}Z#048#Ii
z6B`C)kC2(p{FgW&<zM%phWuqV`X9%+`SE$u-8`r~Gbm<s;*2loMAKLNQMPCbNBUW-
z+v4@S0aH;>xSLF&zKdh3m#I1bWV2a$*Uua~+gZ(ht@bQY?qcOT(a5jf!yaM!H?m*C
zL`Ih1{BZ9}o8!^P%qaRY4#xFGN|t0h0G=&AM{XB;2&A1A0y{$jN{TdMM)MFoUc_$v
zAUG+KaGFwAn)w_^?=mnZOIUVVEKksbES4P`2RVB05N7*dt@2On0)MHqT=J0<AaT>f
zA%x+cI<Kv82w!;w2;UYmv#F^0J9;Q&*-ITE&L_%@l;711iT*3Y?SSL>G;A)DvYU47
zC4Mx<K4dKFB>EPx5L{}VxQ3aa=x9mU=uC@XWe?zWLN6NWFB^Vh_*!fRdqedpl?F83
z+yJJ7BpRp{`500s(6R5+ERz{VCnx^_(7axM=R#%G<vh#4E*I3RQz{Lq2{iNRO@PuH
z0ll0U^!K>P*osB~6eEp)XM8W%f65O&I{(<G_)E`6`I7LUK}0l$O(k>vdi{&<FVgA$
z2eq$nmJWmVjsv^kD>yGXilg}=B62_Vp_6!iV6$8E7g06Mb4-KVsDgx9gf$td@t?Rl
z`>>ah+1xyVc;(aL;%vUj3EfpE5~jYyd`miv*mEX>rt1l0jlK-^UjQ|YKuj8%oGm)T
ztLw55OIfJoz|v@1HeB~lr|6^Ys$Dm*7VU(a%LoY3^((3~u7__852+=QP8bYxRB>EZ
z+<s>P-m1{>i1#f+Mu?YnK{P32xoi;PNV%(t%9Z1Zez!@Ahp(RYzAJ*ixbVuEU(Mfd
zHM#Ms_y*a#T+|NGrZ6&bYrg4Xb?U93z4(UGszVyx@f28no)`Mj8r3G@Z$fDzUe_6k
znin!rq{A+B*}Y#{{d$|?$@``&7tZ)*RTV$4tq4w#)b(^S2%D3imSp{@ZEK1*#H6G-
zM#Lm@4W2X2tY6hc_<<mujhTJvtocP|NhNMaTOPb|_V(45cV6-<)^t?KM;k#AZ$9;k
zF6EHbW+C?MJDw4J5rLx0^jHR0Xi9EO$_eRZ5i>t=<L=n^Pw5f3c6f;R<z<ZMr{zb}
z(4p_q;vDZ-kp67H!l!qG`4q-Lwga18Z21O(Oc-Xid;<RC50Ko`4?Zz76}NFR(?pb`
zbsP;me)MHjpyKlLaH^Nv(4n9tG4e7JQ9x8W&8m1&Hjkjea_~%+?9|lh!Aa0}LPQ5t
zHhrfBJsKr*Oc1R(2alGIc^@>wFQ3)JpRqan2vCOo)+;sG+8Uf`Giw<rR1tgYQQf!k
zdTO0X#lJzrnswbP3vOo6vD0yaKB#N{fu|h!K#$qHFO_mlgNY7_aG>#NtcuOd1PM0B
zsBf#<l5+!bdA)CJ;x<=y>-nd73YA5s(^`qk`Jz6X5pm*EjJh<g$v!oakKgvDXctTt
zm~K2zDJ)6(3<QoRW>t2;J(qQT*YHIkn{NoUe4~c|L44vL<B(KqQ(nO2%*Pg)!#;Dp
ziMRD$O$ccn+0fqSZLUu4mIB=tk8Qe^P@Q>o-OEjOUsoq+O|z+B@P^bUgMbslUH0^{
zV~{s`#|N6;>rP`l)~p4dH%>4R&+{|N-or)w)XOmYWD=4<yf1FLmNL$JpQT+J*XK1B
zJ@<N1w1RQ*^kUlFO%yTQDFQ~gi^t&xcx&LSml0Jemoy^5GwIPXVtQ^TL}!Zrd1X71
z_bBGFfgI4Zd<<LYr3lF>Z#JbuIw_Cu_uEKSNV@NpO#-!6hYR+nJ#ciB$QPjg%ijNH
z#~~$$1*p4Bmn}t%4o8S%#KM*3(>Zs4HLzv%5D*No6cJCW;6$@Bn+nt6GyCfJ<ap^S
zpkK89{6JkE@0W31FI6&gatBBicS(5^5`nl(!#<*23r~KE>SM^ji3%{ImX2T@=AT~q
z!7(^T@I=?o_wNh|U2=914d_wB@4MXCVA*GEB)AsDklvanka?4BTPEUG?`^EQ3&&vc
z=4r|U80h{tx47)8R8Ab9?rq985XGwkRRB@fW!KP?#M0+t>h@KLl;v@fEHNorK*|8|
z8=7unHzLK)X@z=+B}cajkpBQuH7cB)4voBI<5)FrmB3{(K~e>Z^zOQRUS8NMw+yW&
zGt(~&qJG#F(j(`({2O>O)Mo*i-<}6^?A}sQAR*1?^NU*y3(NdIfz9`<@9mAI-A2w#
z;qPYt&oRAhU;yZ@ONdoOlKW<zup(C)nlc)+t5LngIws>P!mv5O<A*@9!W5(#esL42
zQztMx-ScSr*>*+fu*^}auuK;{s@2^fAM9?91?7So$NyP@%`J@&<-bg$F!@6Ek5|pH
z&N&`GEOi3#Y4rLYGZS*67q((mQ&TgaG&VHW1$r)u9LxVOAVVyG$sk003`C?vB!ej&
zsv%97K#GmIH?GZV6b)g)CfNBF!l)VpE+DO6W&(teh24=X0^#&tszgBrq2^}AzsU2=
zR-jQe2B0{E%Qu9TRc;1G$xQhOr-}DE@M!KX4?#oM+X8xiJ*OO^e<4M;XL&6W91r{j
zTjsAotq(bL+K*B~Ye}&b_0{i|R`>{I60)fls;Pw@{5Xc>w<;xdx8>v9W=0SANNIDi
zq|g*1!ekL#Ic+-1rHu7QNUw;d(lwjfhk-a6mhvjwv!pkCl)lIBXLS7{hSbN$c0_*P
zL`@R)UiBLN2e?Nk@yo-h{If)pw$*2j#4&D!_Ih!-z{~%i)}cP-9597XbC)0vK-bm7
zwgUj_`F8F4#{dufPjlw<@*EEUDMauq*+)eu;%vV-XPG%k$EY=znUN~8gSpQl^Iyzg
z5xa^W|An%o?;-#P@w&hNDo;~IzQQN^N3yDihb0zs3BhcTPhAma^NfGT)uQ<P-w%%A
z^vN+SbRgBd5ZS5FtSxzp_o0~6&lxrTr{%Sw@-Cja#IzyLi+;ZqEoQstC(@lKe#=JZ
zTISL-Mfo4VN0~olij%(fTqf%lFFHt6VMHY48OK#}<(c9fKMoR1@M)}=ElLK<)3Zt3
zGc_`r)Xh??FymDNA@D?GjN(XqUMibJK?(<Uid1_WS^#_>XXzX?WCXAV{mnKlqcy-5
zJ^%=oRm#~=QPd(fjzI!*-;S04Tc%Y!BM1Z^tdYmi5{Kq8189!7L%KWup<cb|t%@)F
zQK2tM??p>p3uLk|p7aj*lR(2|%PagKzN%*J{N>24%J_H+GAM_i5FqA=zzpTS86d<<
z_kt3<te}6DA2i>=)JzvSFKd7`(dj3}8>o^i*M_He>Mw(u%kT@ct9t!juP2>V->Os|
z1Gw?%I6qJQv?bZ@vH!5R?4f91mf!Iq&%{VbLudg=8|FwbhYd?D4&ZMh1F7O>giMZo
z+ASq5DK`Rsr+9T!_Vzv?l*Y={U2t~f&ds0D7x_f)UErghJZb%evftr%NDoQLmga>2
zbo3U_WU2UkexhXyWDmJ5uT4ZRO{O7+gc{h)5hH6*TtopEB7;TiTNslVLW*<fat^xL
z)Gs-2y$RkP_gv+JW6B7K$VpNZK0cLM4vzaw$njmd;y0~2BpGlyweyk8w`VQqud_Je
z2_CHrb?_G5+e;BDyPU2cL1Ual`GQYv!~caV7qML-eE=emXDsRVn%sWsWkCez)4`j`
zQ98G9L^1#0xU%pWDz+2H9F}o;hme%qH=^ud&7ck6@`2->X{ls|_&DJGNANGGA|y*5
z3ZewSGh*UmrKe){pK1BN9ep@;DduuP$Gq_pBEzPdhx_`u8q54jGC0625)@aahj$_x
zs|)|j|5kk8*#VGAG0i_Um>aELey2=8{C4Q`rQ)wBJrU7MAh`oCESXmP!~F|eIOI2h
z|8C0iuW)<v>Axv#LF3E8m@ew%6H=Pf-TweM3wgv=?iD9-R1XreHj3p*0H<t5j*tuu
zu8~I?f&Stujg{QGpNRN*a4sB{B2|TV>0`t%{{sm8?v@q*e3MS_{#4<uyyl3s`~cmj
zymqDDXJb>kDl=IQ{J|goQu`NA*-phMRRM=+KIP`3qkt-vZ;;_v$d|uTes>=eIsA0t
z4xWMo9H~)Cw~0FgamhRY4)hcq@$1TW-%9S@%)V?{EQxyVQO;HOTJJYeFLs`_RDboA
zb_-gm{?FoLDv_2}9dU1ob(05SRH}KZ;~YFq3RbZLe8An2A@9tCF8|HH#HX1UD3S77
zdKu;B%8pS#g0Jfp*;n25ZbxKGm+vYYeUg5IX9J5eq>7Z>$cqSX;14x5bxWm+WQ~pT
z1w&@dr_Y)*3N9RAX3@D+8IAU2nDkF<8KXO}U7HU;1RvhUyHyueuV-EV50Lc*Q5$$F
z*D8&mYkaa=fKi*o2-UYA+P!Y*!L0SXi(I(K>?oPg=+oV4HTX8mYuCj{2PTXqVO7Q3
z<n$*@Kh5~%NcT4g>GDCkjD{J&?&wKcb}CQZ7c?z?iZ7i^FpXgz+HGAnMvTdfNgWAp
zF^|-_mmK|yZO$v^6psP?4@h+hV+ITm!xkk~|3x*+#Ra+3monmBaw|!6l+Q&N;9qLe
zVjhkwPcl!kqreYy8|`Gj4EcL`8Z4rTFxS++fU&hKc?h*0-q;$|Tb51Y_q&t>E_RtX
z6=-D-VR<sm`yk-=1NQKFBPG-A=P0Mq4f8`7t7<_zDZow)z)#qi%sD&a-XZrZm-B!V
z&i+%&FZlGvmkrUqJ%@o9wHR<vpphtnkwH?z#_z>+V$$r^$8Nna!s>gduUB+HLj9($
z+QmuCVGBxyL#3E3j#QS`xPm*%XwLF$y~JWq3ErH3Gd4b{WsO4^)ChJOnAHa>4RsqQ
z>&h7RqM*0xUay`57TDiby|Y%-mst1j{h~|kPT=mn|D{RJf1egM*U*n=(TQJ``MR#@
z<(pvrRiRATdk(aOAUz6fCOFhO3~Yj!>+n1U4@;~X(<e^0F$_S>4L{Vn7#lB`^mbui
z_+Az08D$D-TV(DV8`~)vL=!`1Aowl=BY5TU=|jh8`K;~Dh^n&|OpsHj>*c9gtv1Jo
zminoT)qCGBjCUK##2!971;&4md~y`=lSD89!+p&qr_HO&jMwgg%cxmw`_t?=2JWib
z2RWcyCU23eCyv2xCd*o)4+;XOjo0%<cks69Jg+`Q_MqKfCr`g{&+v$_Uw1@B>5KdJ
zTDQ>Yc-Jzl>Rzd+_u`Ha&F$jXY-)fl)g9f`?`ApFP#;;Xe(X`Au7j3(gLVDc)ZD}G
zS8HLBbe{98HRIvk42JGU93!o#1?VLcnKAcu=yPjf6du@EnU~8-^50fWN97z|O3}}7
z^<Q-I88xEEDd%u1*CKXXFCm$%?vv|>{X=O>Csp!&d9$>2LTkaEsdJFu<US0fBh4c^
zFQ`V~D8Rt3`^emX0GLOqc89j1gr?L=Y+lkrlzGhV{KX3-OhmZUF5}fTYhB7<`&yzW
zo!?9u-b7GMl9EU)AwHCc*p(mzBO520qvYqy&a+K^HI<X~mYIl;WGHzvdY|9(yFLFo
z$GceZ12Io^=AU|-@1e{z8H0-R!x>gRdIO-4^c{k+m=pB_L>5CSW$gm%i|?iAq7S(0
z?-vT031O+n<%s%z@}4;>H_1Gzd1KzrKRgSba`?Ua@NDjM`A8R03_j&G@VhrA4xkxv
za1poW?8`F~tw^sU2?@yOVu0__mP?Z1HV7Q?4P4Q<4T2{S2vqz(t*d#r21fc}N5Hyj
z^ZKNdvC1d1Y(EVHa~>M?JYY1bt{VL?^%x0-^-XC}*p)?fVrN13;?3J;Gwp>hSZiqL
zhc4Yy)e>Qmv{r<nc>o&4v!JS)N}^{51zO;Poc-BySCv^FnJxqDNmpgmhg1ld@2>Dk
zryOKg?ZtlYPHhKIKf_l}#wcV}=CM_+h}EnR;)>P3>S7&n#cIE2AUI0EF_<0T7|eQK
z2dZ-_7q~IGU6F2%Q87bO7KR+^b1Bz7V3#$}$RrfN(;o8O5&#eZ0FRp=Ero_M`fG-&
zK!it<-(Gk9+1k?i%^B^vSn4)c@qvT$W1X-IaqR-}5&N5B<Da_f$Hk|LQARSyLn4~$
zm&>E&BO89CqZ<Tkrw5xG&XiQi*)I0JZI~d$|1BDahin^s%BLY#{r=P9UjJ*^O=g-K
z9Y6HR5jIyMkrntZ>f&C}=l-Gd2G_D%Z?RTv;l3vk_B1B9u>&>Op5k%trllXldQV24
zEpA-qC%vOfP~KKz`ugafVid)rn3C6rt$N!^Jd4*%f7G5c{d1h38OL!TV<MTUITPjn
zg^1&8ms3{{v_wqzuILLkx-(A3@qy6TU~nKA9wnE}@LZL$Ae7opwK7KG-)3XVly?k%
z2<dqGqYjng6DfIz!31?mQB%$G!DWTRwaM|P8wai~3fp~w-FSuWyEK&3v#&|jI$MXQ
z_RBV1j_=E_IHLYkEIfr$8Qs6k>SPYfOP?@^e5C~)z0B1M)(UybwP9q$zNoX7-lL3Z
z=Poe)#4|-nzU8pQc!aS}-A!z2F4L<=SKt}vs~B>jWFWA-s0;0eH!#L65rNe>l?Q=~
z%Uk?{*7$h<g_%hiKY2A><~1${k{t$GmknQhZmK<&Wyj)aEvD(prHg`%5{rMmtMvC=
z*2)WSvX$>w7nB3>eO4ENfIP5>7TcbGx%pFx9ZI335=&vJ_Wb`5j;mEcV8Jn-;|`kD
zXJa$JX@~%;Ks=ed%wNE>%Ev-z4r|RvZaS?_Tmr4OC`odGls_9#KsKMY9z|*@y<BW2
zPyb<GMuy8btrj>+EzlDMb5hQo$9kFjq~r<XiGS@RXLvmEx$%Oi;I#$@ZsRQ%giS1%
z6E?*y)tde%Jr9<0&Ao9{EumM{4_qn#ysm?1%QU-t*&Q9brv_bQ;#N^-vsr|DP^U2J
zy^Tdfcoo{(t`Fq|Gxx8Cc`qQqW-0;|#Y8jNRBuFgA33Z>#7sGSBrG4omFas%<1z<Q
z#s>-5L({)huhFcmqUGy8CrI<D@W^ll--4dQ1nH$YQf(<lr`z3hzHqU=7o$B-9+Fj(
zoHEo~Z(!Ym=Y^)d<*r&Z+KuOwq!n#fJ-t-pFnrW;es--iUZFq7)>He}d-!7mRjPOK
zpD>E&=nU`?)kc=h+@1EL0jnZ|ylb}W!rd$W9z;_|q38uquiut++v83Oy2@yGwmuUH
zh9C+BFPJu3-ujD<%%TSB8nG*l_w|jQL8eth6AX_F28sp{B5P~`VzAU&0&##!@;ar#
z9gj_*n(?>em&Y$kJLG?S)N?_gaihks8!TwQ8=+v_ORIBj$iiY1{mog=?6<HD)6Cpe
zsg6=}wZ{l8xUBP**Xhf>P+4MwL=(+%QB`Hf?!T&s`m(fM#zx$q0@HJpDPN#FBA)hx
zb^~eW``4#NY<{ER#&_zhOp+g2ml)z6Rx=7{m!CEdb*?>mha47>wd#os<})Y;B<hnl
zyX)RrdT8qnHOT$EqSO@)SnQBs<(_HCH_~(InH8E?4d1BgUU;^{Bxs>^c!+VvevT4<
zJ};1%2O<pg^*jIeeOO)8Z{K8E%H~hd)OXnjYV&P9Bm7rRI<q`V`hUwC0{_?ucND~Q
z@nKL;0t(Qnw1t&!b<OBE^-7`U7CnuP=G=PC?Zrg+bfk<|5`WhxIboRL7kvw!2Byze
z%c|bYW|c262^iAqaJ)rYQ-E~|$*`S<7z_WaK*=eAOabDXQQto2Pvi4ahHxH>DpT@;
zy`1~$zuX6c%wOhq#c8(b*eyV0phuqU+11fQ>+p!c_reI>1-0Q8B|m7Zq~M0E<T56`
zOlaVRkuis?-;W=B54hdpMm<O`31S;KxfYZ%$#jG!g_R8s5kjtA=81KS=o0#Os`H);
zLM1TEjNzNkUi@a8@Vga>me7mt1fxY`u`c|juco%w+;eKWck*t;rdhfT1`8XK92Ryw
zua?$0>T5$)#Qzn{s(BeQGIl&0aIT^UFJ{VWohh6>_PI{@XklglHQ-<2e8!TrGrITY
zQETXAT;5T0>+3-DT){>JeO|IeYxk{AQ)b<VUqUz5ZPx*9b-_6=D|G~u>c0v7aS*N(
zcwCQal~-Q3<!`m-H6aak;=c}yk0*ir{aDk0C<k}#I43wv!q-lm_I2OI1a%9om^}_)
z@*SxXsHz<|uoAF+kj%R+Qpor1xXY8*>o312nX=<2UPgF~L=X5ESyRe%$xGg?r!2-`
zg7_X_bhK^Icwy>oWM!A}hIcU8LyeMzh8Jyp)*f!HOE-)qB*F^T=FidKreeI2tpg5H
z{>H~uPA@t-13L4LO$-)9%^)`qaVLv%Nz0*xs;2X;`CLQHc}=`3%J3Y5%;0}>!p>$E
z5|J5ut<8<|UCmhc*A_7XdA%1OmUdjbW?z*!feaQ+TJ{+&nh>MzLapc`4Fw}F|IbL=
z<Yd|CZfm$woRwAI;T+b?8g-KY&~IITS(qW!g|W~~xs%ECqeU^VVl^cg)rj;d7)hJ5
zHnlf<%rwS*KQWz<XBkUM7xbk!Hb!qXelyzIWd1oFLA@h+5y(NXlDbGt?As1===`v(
zS2d=t<k^)QGkJiSadcx6|D$+#Q@J7+I7V5T8ILM@W;WNv!~4*<RZ(xDT10D6q?$Gi
z9_36=L}9<!bU{@4+T=xf|GH<EOhIW-&7zH&x9=|S0@d)(e5pU^Q)+cXY7Va<=&b23
z<GKh3l$HNc>O60ZkZbMe|J`fR@5(Snf6RNaXwXE)-5%f3u73?<Cv*GLR2Luk)S={`
zMAYrjc%^Tp8%Li*D$<_jPJVcMzjo32_-Xq)GdBm`nH3qlXd@FIQooX>lzBxlBeqs=
z8f4w`WT^TFj-(7?&m}Q;K2PsYHO_)50{T+qR(X44G120wSYo~pVu;Ip%j3I&+K9@}
zKbz2kH_b;G!@a}Ra3S3iK}#oV9kxX(vBC<W)Ost6^3NL3!#9e2vXj-JSq)&J8;hSU
z<>4irOg9~Tn4lWxf^rF_l0cre0}XX6!}9J9Hj0}h)I-B<fSi@)wivQWVcOnbl-4(k
zkfcH~xAYOyGvw~QZ6}rk7X)4xvU}AG*A+MPTe+rbyLIXKO6H+&c+p*96hbE9Cg({J
za%R-?&6?#8adc*xSoED^={P>S84vS$@h4?l0@8e0S(reHT@DSWpKBoi@IZLcQ`@6;
zg0U|C!2p)VRBsh2JM?)U%OfBJaZE1(nGk2Jlq+um81ii2p+eFF3rq|M5>n1EQ>``=
z9}L}EwQ9UBOv8t@#5{u<1e=!Vu(R?Ff!2dJ?uk>WsV)`h`I}c@2-c9grV*-E#Dm=A
zD3P}ktknJO7n=pMu_1NpI~L>&)>$jJP-SmuZ17RsYbCr%r7|&9T%D_$+Yqj8t0j49
zduQeMyK=4bt(!F)Vqxi~&$+J)OZ>6USVF?92dY*7+E@^Lr+DOVS5wl0eNJN3VuWo7
z9ikUoeYmy-<osJU9xci<1klta5_5^%def1rs5_{UutNSGe)ecgAZ;7Z5+==^1hFg{
zrQ{Y)jv*kCc|Zr)-XdI}5%Jv{4(;~v<(QJ+-54!?XIM_)q?uZTk`^H|z%S<6^_|j-
zUl~X)>Z6*)u??v15*Jgwt_*5_E+W1G<%TB)Lwjc}j<UZWQFXLXEFn`i4a52k^TD>`
zzWO1fR)g11znZ1F1s7&2)U|yH6hb$9c$uYH+a+s175vcN+@AMj)I|Gn2ndf{kmOm}
zZr3oec+X?QNygH&!u6+1ivF;TN^1>*bbPX+s?dFGS%*O5gCv1cm|8pzA;umm9P|{a
zME@Rrzy_aPZ3Dk?|4Lhu!4(#oDEKHOFF|l(%U9RT2&Ex(LCB@kTb0mJQNPqLwVSr2
zAnB8r7r3bOlxQj>+v@ekN84210enOK=>ng)fPp^JzpzdKHLY;Yzj1MzOwTkFkCZ<Z
z>zA8bfg-d@Up~D^q`b>mJu;P9Cue}YIa9=O%6hb@_q3p7w4lpOD6DzLK((!tyP!v?
zdk_6RZ$MaosbFqVmDto!&PqMHBUVL<1&9nz=IF}h|2^f>F~0Mmw^YY1BhbFvt=!1V
z9Ua@BFY%iJz<X&*e1dJ<$gCFxuO0fPCK?+facW@0uOU%WLL8P=ofTDcof!)ti?%>d
zgMR(ktTJ>`K}&=?6oMF9m~ARd%_cMK1ap({q~SEjl0Lo3Y2Al>Zli0W$$Y)L%G*L9
z)}mp^^lJ7#gMpZP5z1$6#JFz1uEvACnUwa`spXTU@!5by|DN=K>Rk8))2}c2fE_|p
zQDqVzQ892MKt-B#!XA)E9uD%Bhtp-vuWI_@s4g1(#K18SKvVS3bw=Xn4qEbG=q&NK
zKLN?&ALb9(M)1dxknur67H;2td(f2TdUv0P>T6WL(yf^+v_UpP#S#6RP~1eV0o>|Z
z>!Inf@1=p&ws&KO6~c!VQbsKe2_S}84W;?Vfe=Aon`bY->?_vo*LU=LSR45^b+4UV
z1PUkN&K+38%-r1tEl{3;uh8?b#y}`S(9qH-L4cP_)RtC+gpCuk>%E&X6od?V7A7@U
zZo!6l=sRpDB$Y4ZVU~;s;}cUJn;!DDe12o%?snTF{nhQg$?j`_@V4?XqX{=PRsbv|
z9)!@4Sdc3=rkJ8TpTAXp!2ZV>eWT~j*f*-8zD_RWD)U3q)K5r=QS7X7O2GtVpz~+N
zv4Kxzry!-S+C0^|7$k30EvPC8K$35hre9?(B##kl?QIiYQ1rI%-njj6TWbu+;o_!_
z4mN600IRCA2<pQjH<=U{j$auVND;Rai?DGn)tq)kyP*k(MVo~Jer(>ohwj9WF{XUP
z{vgWjgGsyuhpLta1wS+bb~9jf0&fss=*qL=gQ#Xfq;&kt4StqTBGbuQCT5L)a6}0s
zjUZo1anB@?7e9a}w9EJ~lURjQxs7!XSmUvfwCSyz!2KF`N&-GFsD_|gHm`%gwhn(c
zm-+Ilxvj91aovBfiE<%e_fHXigwvQ&UCKYDTAw^<uIB?%ATvKV&s*^;`5nM`#v7Dz
zo3#6F%SL|$Y*QZ919qx{=Apmd&~Ru{(ud~`%eYKAYR-|)bfv>-HFsR0GC*o^nONt@
z<stQOydFLrD=UcaWl*{^WLy@L0RH}H|5>yyD5_63r;9`L+Vy&OuZzD&p}xnzC1AR{
zwfk_?d#`z2LBqDCy2<&hQMhnvuGVjXu_V!Swavq6W=%dGpOlbN);CtEmuQIUgc}4&
zN0O%~oa-K3OkK%LlbrVKnD-tFcuY$QGz}G))I6nqStM<Byzn?L#~Pn4y)@ac?3IB)
zbo7}^BOu{zZP;SO4~@B#U-RG6S*AY31$)a$r2Ek#3erL@<y0Isdav;-JBLM|r)Ce!
zYS0L)C&}t82-`-^N7`9EUG(_Mss|UfB{wj%+*}H}MLAv63p5s0J5i?THa2ttrPjsW
z5d8bf96DL+i5M+e$;8(FqjG4-qFij<$G{I(?k6S@imxZp7Y-AlBZn-3qiOU%40|m+
z7HnX&I7^e%xVS86#5NSP>+nI-Hiwuny6*c7QfhhTI`^+8{Oruj+;q6!;DkAG%0!N|
z%VaQQdM^MuN+Q^vC_2T>HRNeaju?7;xo{k^SZ+t3yYP5gH#E&`8pN#r2)W8F`8k@F
z?agSX4v2<}_Kpk)^ykaQBlC0-)`jO5EBU`YQ5nn0I9I16NqJ;1Ccf`~6)mqt@^_6~
z_m_Xn<_yO3^m8Ra7pCLUWY4C(1IV{yQOzXW>HNUe{I6U-ZxfgCiCW$?J_DDhux40#
zUVL+Sd3U!0LbB0>fg(f6-(2Lkat|Wn^HMcd%3=1%K+k{!z{26olLq{oD<fKdw_Eu!
zVn=q1`QPuJ^4p?S`<FBC9|(T$b8A7>F>$&Y8x{$)HWa!ol>K1<i&+X1G=`-RC=K~a
zkPZx{<2&oU5s@zjUCG{>9m^pP-SFzm8R!#Le_*v*;dKtJ0<iS1h4{fkeLyZ)eC{!4
zV(9{*VDVtXiAUC&9PIeDOc?*XpNef`{wFx;7!){>-|>j}5uKdT*6O<#{{ggL;b>$k
zuUO|_r2fH3O_Vfi{e1W#_J#A2f2TzKhQ_gz0)zO%w*@gWy>#!C4E{4Z^D3h{&(+jf
zmD-Yp!9A>|P+q5rH<tJb@f92+9BleE(XySVv8|!8X$)q|z@dbT<qHy`D(0Gm1n~vg
z6kEl9A?cHh{-k7csR)8%n74C^d3={4gO|yKNQdQ!cl9?(UN@UZqg<m=xTb9%th`cT
zecdXe^h~CY>HE7fm*btRuzsaaPjRVZ%+p^Hr_7t*G38%=D$IR*e|DtQ#$ItT>biUN
zAK+}tAuH(@`^&7imLF>(m1GyI{vhJiS6iR;w{^LdDm+O2W*OAJY11pM;!&@`%j4Cj
z)%3%4!?!u8)MLSfgpdnVm#xPd*!X(!ra^x*P+<kpcG!3-Eq^@j*)Zp3aus%P!jOt+
zM-^a9bktBC4;ria>rGN>>0)+q2^;lG^2qSaeIPgV3V=vq8M_oumiN>obh1A#BGJ;b
zQ6G9|d!qg+c(O|mH#NaP-uRoC=S`zOyK<FbO1u_JtK8{gIppIu5cpJn!fz+B6G@1;
zK9sh)oOR3Z)ghxu#!=fDnn|jN^>uxqV%g*m#>g#;$HxE%{z#=KBQ7UWTDI_AT^IR*
zQ~nXnXWpNviGGFK7H9OQJEkc5gaEHEnfbe!ABAoZh0}}#wM;l3SB7Mc0$HYS$K}Vi
z{=FdgdPXNE5`2bsV1F8UeMuv}O30EGiW@c&?WVQWT)!n13lGZji>yKs@F|PtWGPKM
z>x$#M5J+b|m6Ve({qXf>c*&~81L}S+*;H2VQoGosk$RyKXi0ICAVB#H93c^w3c*@H
zxj<*m$84kB6&QG|deB|}wPVhA$ni}O$Gh(069{{xF160YL-h0akZuii24QuXT;oLe
z-k28)I9`k`N&mH{XIx`3Bke0=!io_E58xLAur6t@W3QKGBS?f)m(W~{8D>jc%1lj7
z)AqsN=6?`Ei}R0GKaMDK_ZbvU&D<!|>Wd<eRO%0p^U^+AG`G4phSlU6ep{5o2rUZD
z)WplcRMlyXWr;f;k@1|T7gN7<mUncCjX3ZmpnH=oiXoCZPG)C`r3C4USMp3n>pI(O
zo{hY9GuM|gGD84!e2{up43jZF-%oU%NQ(I2%-36B2s3_k;Qth`Eglw<rv`!NFIYVc
zY_y(*60p`8yJ~85rK#{u%7~-l52a@$olL1k^F-13d39hIb1SZz^XTQ#*D$HU8lj*_
z8#Bv*#gf=zk5|1bPhYQLs?bK<$PD40|GR$!>)8;THH|pp8J4i@aH;OYnxt;^2W)sR
z#(Li1g;y}9WJRlfu1z}Z+y7(gtfJazxNsd@id%7a3dN-<9wfnoTZ?;eYjG$PDDLh-
zf)&>fE5!>fRwTF;x8l;1|D2n%R@PkPCYecQ&z5&TZ}lO?jI9%tPG9kaqNwI?*^V9F
zW;8(``_S^!R_j2B>R<vZIy*T~9%-T4-}fvR){VQh_R^(K;myZuPL5n0Pfl`a_Z1l|
z`Yb)+(h2&6f#L}d^mWVuR+gOkQ$pj}+-FvF?91*70ZC_bX63bnRG%prRh9&}2*cAo
z%|Gn_`}?9Lk;yN!S(3^I(r=ISV@r%CB{N>`vD@Iqw;i{Wu!WMwk$B2s#;LB#XEOtQ
zMV7+@0zydCE#jhqV96<e>bLez-9>g>foOM{zLLju)FQ2TafD%lK=~#6))1-Vh&~Zy
z+~k_eCNu6T@PT|l@^KHa15{7^8u#o$&!hD>aokOI+#Q_fqfYeZZme*Le5{rdr8Yy!
z<+QS1uQn$n%`Dm8z(i?b54I*p;$x;(@14q<bhY(cmq*|VedcIJe9Vz5I@^q@IH;6>
z*#@L_8PVJ9KByj`;;=^gsDO9LseBnxwbH6bcraHAo;B3x)FjyHwRbPIPFGCQmBfp=
z{Vs%qu0vFWj*d=KU8r<*s^d-c&dyo0P(>s_nl?`_8vMO2O<sAVov%zCl-bAGs0N79
z<N3-V6ziE)8rm)OxhlC<?740JmEaDaNt@w;Ib==*j<w`lpNSYRb$MgT>o#jEW={0c
zRuv`emKOS6hz^<*YQ~L`68fL7pz9;c-8$am2&0u3^Mr*Qz#UA=FmZ$#N4l^#XuqVo
zW#<|W)0S`K*ih=^DM|)`Kvg9Q<=G$=R!JT?VU#hi%Ev03G6pr(-t@pC-fNA+DxBCb
zh@Ae+_gT*kITks5xi@3<NDcsxS114gs9<&t0BHh_0w#wWFiArR+*Ni&!UKHs{sG#f
z{{f~vG4Au!BW6R|RW5L>*+Q8x2?xWL8`!e}*4S_Hwyx_b$*|X4?`V!Z->PSYg-SZ!
zBy6qGus?@PvI2`#voDt~*)_#e8%VRc$ZW`bBa*{JPM<NeRyC14AWLBWusfT`i46?H
zMgD{!Pklt#g8IbTI<e>W=G`6LDU%0g7+}}0;NfiaB7m?hn$xStis&*7<yT9(#tdfn
ziyPi$PqGgg|BN|8!-eg!J-K*<Nwjb#z3=G6hoCKoTe|7JDT&IJJKz-rCkdv(h2d37
zJPPvAG%^ZhwXzlyQ5dg)#6awF2a9(ztcs7I9*r>voX||7*V!fqYsa(X=u0_BS8sHr
zno;i>Dl;x_YbIMSH|FoYSH*mZ8(Azstq7AK?rg%t<-i&ZlCPn!muoZ8xebEj{*8da
z`8%}3S-{#LY@_{sRZH1HGy%%1s9%abPWTU(J4@;JE)fJ!@zOtydA>piKpNBP`xst4
zTo(@Xn6Pf}DXXR@NIs(dw0jZ_8jd0wNnfI*gVyL4DI$H?ZwYSqr3!{0-Lc&*vPBqW
z){{?&&<5A7g}UkFrHzjy*p)Q{5|8o-hVgY8!nS=$fFx)r1sPY5$hQgWplyZ`*(4-J
zGe+t%N|}SS_bA+p2KZrSO<LTbnaULgMkltaj|^|aHGch`H(jBm5YyCsljqagi2l{$
zm5N$uxGf*PrX9P7UxLK}E}27`1tea$ENfKo51F4J;0zmS)TmBMj)O6rO)eDoA!}07
z6NNauLdZ^f4Wws%c;w2XJ!0skutGsd_l2Vw7uKHZ1h4G_QNS;vEw}c^u$wI*uO|-r
z&EFP-U#iIypRu*+RhIzCYZqHYp`0>LWhzV7<fLrJ4NNKM*h=ISa&l00IYoC8GC*kP
zZD`bn0b^ZgRP}*7E-tPU!yj~vSxf=2APJKLAqif7HvtNoo9BPtik3t}2HbnT#JPi!
zE}R81KRk^N#y#zkBDbWXJuxQ(cCCQHUP8^Gl21<Em7h+JxoF6I+15tl;$!-w0*{D2
zHG{X&vu+;ZwnHbj1kuQ;v5DiJMxG>OHiPd*l9O<5{Fn)+@O9(6`;LG%w?aq0N3z@P
z)O{j_|Jw}3Bga_M>cwYP%}(qY!UnEyHS`Ph`Q2PtJEmf^pRjMW%5Ol#X%=8>m4w|}
z4>5V}TKT)U)aW6-ANnVzT-ao`9LYr3Q&~OP=;Ck}s702!fH5PhY{=+5RoR@hM>6~4
z=B&gvE4jh`b8dRM3tZ_-azS^{;H2+5GGh6-U;w;~i2+o82sM!II^MMQk2?n1F{5CQ
zns4odfH1Bh5mp<91RHn1GdZ@lRWFjan{0S%p8{hNMKGj`CV~ERG%*5xBMi}l7`+j~
zf+5oD062BQ13<c;1c2i|d|B`<HnMTY(6QRJF(!zJ4Ifh0dTA40{!T$_emOY_UoTzZ
zXIVR0vF1nuifva+u=O=n*m_8OWPM?Mf@uuU&j}0;{^<{G{LiOnrFI`{a=r}uE>}U<
z5YoaSQ^pSX91Tdprmn$@Y<s9k!B;RIq7<E@@FAMf7j0#-`Bd8yj&DVgnv4&|;#ElH
zHo-N~lgIq7Vyf#_siaRgUQy|22{s{^P=|w=;SRD(3jL6B3dzyEv*Q4_DY!}{cg|{X
zCJBMn$2{Mdxk5hFfoV(OA7C=AM%`1rkW02;aoHNfV;3``&5>1Bk+cVM??YZpc6Ln(
zqNvhb%=(4pU+zd2Ie9=RJ|!>YrxmoB47Fr0^oqzYZ`&=J6|_g*4BIB6C^`|62_Otb
zhS-cezyOTY?ALu+H>rsXl6_|cgoEG0*^cC8E80<)RQYW$9rckrC`4qYTOOc_ndc5?
zXap4u;@x-qquUVpWhM7%EfAfP*o;ghablyG*4B}Q<S}8{bTq7ZB1xEMWn`*h*QYc9
zQglw{m_md<w1gDLGCt;f8#E%h;1;(XAzOc7KPkkx#TA&qlEjXCzJ!@#gEt}sjJr7<
zRH4D3iB4EJ(+rFu$3|O$;3t6o0TyCbt%6rQBsc8olvj#0C6MaiWncn*SQcG!GY#{H
zBwWe!Zlaf8SKZl3(2j(5C8RK~hw-)9j@WSA3kE??<skA<+>HQxLFuyXfQV-BGr6EW
z+Cs2D<MSokV6azS=pc%8W9<nJTgHr7vQhSjW+QP~?ZCrcJ>c`bsSaT_*|gisg$Mcx
z6^9MqWsk5mOU}2}fm#c47HQYZ!2`gpiLIUhD}}TsfTle*P|F{<Z5_NtFWD#E%1JPq
z62kH|m5kXfEAaRx^)&37L|Fa0fOmeGVg9W6LNq~gA*o_QOf#>V*T<Gy2!8;Q2ITaI
zR=E=tx}d^}L>3!E*}6&~SIiinPtbQu1h3&iCQ^JUR)@sa)v{TAq6*ApAlcDNG;=L7
z=U*-1^lLhVu#K1JryR^&OpGi$#t;f3Bf#9&iue86E;CZv*8IIBnkcOSgilchfGVs4
z_;`45;QUt<F&sJr=^pzq%(>q>3*K|)&cyFqC^r|aTTOV@a1ZJ`=SsrUDSbkDM31X(
zOmT{(<rvedK%su*S!>v4`#aaMv$T!jZJFM!{9?B4YXX1g1K=Cu{{S2FojwM0?Td(+
zv{~1;vA*xTi^ay?tMU+~%WWy&1tCaFrNT<YN{_k>R@3Kc-E_M&f5`_|i38^-f4Q`_
z;p-f9=RlX#V#7E4bucOu;9jPvguUM6;@kgA*a=Yy`#vgRH}*YL{9nSJ@E)db0M`TR
zs8zXAYKo5gI2->devt&g!>JOBJmso<WzRndqaIuxY}YOpZOAQa<Hni>2~zJFi?AxR
zQWD{?fV}bt<?y9F{yaH;6hYF4Ac(IJM_y<jmBqE^>DX=Z8*wUL0l%jRYy7m@=Q?E6
zi%$~f<Ca6GF2dr`v{f7NquQ$D8K!D8dj~-po6HvXLPvR_pTaOF#p67%FERbOg74Ud
z|7eA<Mf4vd!@9FD3wN5=K}S|(B51Nx&2o8r{$V{HIA3Hs7}E;b=<?L#V?=1OWrhOJ
zTzzqdQJQX|r-@?}5%Dr%01ewi3TMf_`5~NoavP(^>+gw2e!0hqrqDoIQ1rypQ(6A?
zsdVcJz=q%?@OCN!U`Om3IQ-%u&yC3=p^yIfx(~yVo*X5CeHeNGcromaMx*Q1RfQN(
zZZH0@*!>?<js4vt*FDi)`CVw=`>`*Xf2(H;b#G+8qUOdATAE;m4s#AJhVHPhkB_PV
z&D%T`J)C3dZaT>_6iHOi>ii=3^XA&j=Saz_SN9=ew+_<<HTR7-rMF3IGek_ATj>j&
z;xxb!3^(e&(f;@{Ey}3ee*iqA+-H)z_dCXZ60bX&`X9YeAGMwMxOP|gy5*Vf{QMu_
zP3PKl;Uh)w{Td3!O6>d(AX;#B+Vb)4`Te8P!E+GG#`>u6v1=(H^EUHNK=$zm%<voW
zH$wZtbh~=ne6z`<vR}tW$m(j}!LF?q&9zJ)4G}_J&O>`e+h*efGm}g`JLsoSNVE*s
zGqrOtowIj@meaLQB;!}7`yCEbUyg;ma^Hb2h?B8zzM*rc*%i5exrv#QUbHsPfYytR
zh|P~p8?9}I-IGc7Mmo;eHLy9TRG@j}nEflYPDK8$ldfY|@j&w`FSM*fJ?m2yACi1C
zWHY#F6Vj$CbDiX@s<V$>UpqbB7HEDomgzQWLZ~=7i<q;A;FH?J6|`fm2rAP7WSFQ_
zX6%`)_ws%J6yHC<&+fpW@w>z9wRa)mJ0Z7-kUO4`@XUVz+kb#aCe-!0x=bFqx<my}
znI8vCh3Biw{{YKAh+h#nry@ez)N$mjnna5jpQVO?Zb{aychRfZ?#z~GvO&Y{?tp$a
zW*e0}8!dpa+yr`nCh@jC&F~t%@!Ti{vGhc^1v(p<6<*d2X{#Lp_2?0vP<#<A;Z_RO
zNU&Z;trNOxqGjhLtgGk8a2+>qlhX~xKfu;{h9mhZ*9c`X0$cZRxc>eYy7DdmEh@pF
ze03|PSmFGNB8_5VNepXpXgd8ip|DHuO`E=pX&te7!xfxoA3*8w4=~8}>i98l54&mS
z2coBS2R4(q_zY>?cKqQrdlMw<)FXBYfm;>ib^h##igC<Ph_E!rWe>}cQaZ2w(WCz7
zOK|9n_zyy_uS>}GF1h~{9sZj$)XmKgQW}G^mMm7*64qijHr$w~#l5bW+n1Ij%Kxxy
zC|LhEH-B>+f{+2d_o17uH)KVAOPl3K#D-@qs-py`vd~RB*Ob`&uT&4!99R%&T8V!R
z4CO-Q{1NHqiU(RTNeCEjUrhI&6{a6$r%ZUn(_xw3R-v@f+tgl^ig;^%{jK)O>G-dG
z#!qv;uo*S*tY)Lq$NER+$twE&MyPbgT=4YX_|E&fh}E->S*xcCp2k4JX~~yOnP;4T
z+`eh`?fuUf<XCJX-n7c+2jP@XS1_UW{?Z{91D1&Rm#68$v9#Q%f-b$cZG^RMQV-Xu
zS7prX@^2K+@y7W=xITQVx$|(Uuj?>vKD_o&GWEFgGJBF<)>^8M&q;^2XsK7^XiQCW
zpbX9a;1qL!2<pdV<AY%r)*#crL^-Vv0r|1B$D>PFPIMZ(h|YY&H}|>e5XI|bB}bUU
z-B=qECNNXOE(wM7p}o19D6n)Qa&ith>78SZe(&?*Z@pnT@>_E=x2U&h#*$rCmd`;Z
zts?@$NeeNn^sy<2%-Tmb&{Xo*n<gLkbLQsiO!?o?3Abw~vP`7N8=dy0lQ9T@JPedH
zIS5m;M22KtXj^>mMb#WQ)BE;o%MQ4VS)YuaN$m9#ycea2#+^n)J1*`F4~uTP1$?M`
z9miY>`8$=-uRV9jy~`IL#Kri_R|V1nx67SwE`l3tF+eg7c_BZqu*h46^(otv{tBCk
zcdQI@aFuZ>9xb&l2SO^HbCtx@3OirPP9r{ktx;5ZugXXBm;S!#@5dx9y51*yzht{R
zkuh3DKMKnTU)tT$ogV97gpX?*rI3&1=1(^zt{<L>4J-payH8o|?Bo+JrMvxcF0$h#
zQMdMR$N(4LW3|BU&W*%o2>o&UNl-_~ZeY*ct=YLdsuZq(%c98cSH1rL*aE+w9c2&K
zoUSe(dvCwYJ>H-G11!qk`8D6XK7V~-7IK#}_Ax>(@?*NMY*`9iAk4muVS7f>j)+}+
z<BX((1?Od5{&j&qFkbR=%GafAT_?3-8_Z8>q|BrDmSm*>>gZn4)t1^aj~x8%F82zP
zpX0o8d^Ha3&`%s}oMn_G7*5)LvXBup{6Fux@A#BgY#EzouXFrPUqv0bG`FOU<U*l(
z&4#}-N!~bz?R%z2vgZ(e>M6a1;FkSZlb8_uOjK5e2rU`LAbTSv5@t5i0U++@NRr@Z
z^`Mxfr!E2MGJe(@Wv>u1oj-htKR0gTP8VLE%%?8l5mQz1Dx}_&`pTRl$81aZ4*-gk
z8g~qo2$X2C(IEP7mjT`EzgMiKT8^Fb1HbGPLQM_%s$XF8o)jtUbLWAnI@IRy9@UGx
zd^ep|d`de)96vtP`cO7$E>rIxRMrQwIGIeT!Gs4C3Vd9-6&)2r^td;;p{XT-x3@bp
zOK1;K={u<uOVxVQQu=C!!Brd|gXav!6LclVUo~r2=X{HXhA$#uNuf#fUUOJ=8ixgz
z&WtwiR%U5Y>R0z(Go)@LkwMQ^bUAE*g69v)#f+yah3u2~xb~7M3=ap6kzlH*<z{Z0
zMTfZdtzmasXNW0QW!({fYX%leu&IopZrxaGezR%rm1R~LyQ{6~oa74pIBusJExy6J
z!SXCzFNmu|k0wV{oypD<X$xA$cL?RoR!mbY!vYZ39{PziCp7M4q_{yG;`!C&eP&vL
zsUI5*I#ql)<~nmY5lSEG{+P~|Y-Va-?2mu>5L%DI&je|ReP30%(9L8b=_OgC66>CB
zojpKEvrK$MNJ}ffZd*3hm`3^-w3n+3%y<+bJo9saSmgW?muThT&lv-m3C^Zc-+zqr
zw^U2#<^&Eko6tCl9+}kUtm$f-8e3w(TTP1Kog(VXssPO93<WYl@)?}iO#Zu_AFfcd
zQ`D;AA?-5C?kIyY2;rG9^TB*>%pT!n{1GMHcu}hL_H#Aw>T8~&gE{Se5Br+)?6zic
z*Prp-q-_EqQ?MrMB6a3>1Eta^B~9b5-#F&?3LDe*?mx)INS!q4^MXe>U2tsp_e1_X
z0r`q*>-e#?VT8aBLM)XYv7)VYmfZ}}jZCKJkCmhEPHdT1Wj=iSQ1&y+Hw8@EXc24C
zXuEkh)O3q^8`9|v1C}3&uYk+A>oN$zA8YgzZv5KY*Vgqj@TmrzuY`RlDS1~zbY`#}
zov57nXv?d8vnxzXsy`Nb-f4~UvyBIdIsKepQL9>NGUdp5k$-jI`~$VpFo(nF3P(Up
zO`XbNL~plvO004iuwHXanU6)aYgpax-$t}Jy$RCw>M`>1Sxs5fcdjrfo@suiD<N-k
z&+An6OQSrbv`WFe(k|QC)JY-3(eYcPReoAqf%iYavEr_+NWV#G#y#!1W=xd#6Uq@n
zqcbE%R$pnT%Yds4z`|3GSuG7#{bSJJy&u&GQEra&5i||!(hJkUm`K-UxDo0Luc~^L
z>Z9q&jBp4;=HYYjgvz}Lt)5)@y>=@hKv}0`*Zd<$T5RBv+@;i%VbFN9B-NT4bc<)%
zlj`(cKH24b9Zt1kK@@@(=E@ejN4&Ik_T=)j<{~%Ox5v^{ES`Tq^FwefFRe=DDx9j{
zcQ&TF%K4lw{#E@sAhgxs2S_r5caaBP@nMw*-NH}iP70$r0=1cfi5tBV63Z0#u`q^T
zsG_;E<AYYIqYG{50ro)%oY;vs_H!l-(OQ?sc1B0{O1ya%2WjN^8*KRrJt;*q1%_!e
znB0+0Ei;oHE|*F({4ybV0NJ|ph4h6_OgwMjDH$V+l{IDYDsQPU?ohsR6dAK;8Yqe!
zH}u>BY4i-cSE(-3^f9o7k)}ee26XZq7gZ6{L1B44BJRg`j-EwJ`Yd1_HV@&EWHBWc
zb3uSEWk(@e##q<q!KlotiWjepT{;mv?)$1b6p0IbH6td^k%j7J0<+Q(g`~17Ff`3n
zE%c^}pXAbAXr2HaoK(bxWSXM0vQ7+Xf<%RxtYzK!r4<fxi>?%`DW~(3Ap%+kN=h2Q
z3i&StM5~o}6>FP|qE>_2^pdu~hUPw;#l_P(o_7dWtnb>6%NjukH6naLE~Zs^2vZnf
zreE`w#LwT*7bt;-CmBWY#QnvwF`=>uJ5*@S{v{=CHa^<_KxVh0X2F6nWsoc)KN9pK
zmUsDYRBK_OX1nOger^o(AYb*WFuE)iX+gqIn~aJD5joSc3B<97pLzGE`2J!P=i3Li
z@*K|HN=n0CJJ&*f&gc<_r*mGJOr7o@WT10bnK{AJIv?We3O`SFAD(nxqFz({u9BB^
zFByD>In+$%8}(Y!$@E&t;ACKF-S2A?(vIG{ob7XOmM(g_65!p2=JX1N^Rd2#KJWQK
z1G6)Hq8SIE1|?;RX{uO=uPF~$j@~#)+4mtiD<V0LTkbSIN_7h%dN5*XZCcCrOG)6;
zoWd~YBLKa+VnCAvpBFd!+IL7O*(D2?qzp~>a~7gpOx{bYy`6o|-K(&X)2qB6jdWd!
z=oMOMahs4fH-oMP2qf1Vs{jzV?1(-Qms+!IyVb(U!)26JPZS1V6Njxuu@`(JkDDOg
zVWt-L#poreCb0p>(1abQ5L;t(^t0*%Pk;Bcj6Iax^6hZ3+!b3^7yaj$|1z*5X!rQ2
z9bu~5!f&$D<k&B_X38v?6#F9eN~2hyT-)>m*EB@Wooo2@k?S_YyTZ!d*St==Qu<X@
zu-B`LRDw#Big8P8H5E>^X;IS!4K79qgr%%#$+`zT+XMbs<!QL-oR3mY8J4}5GOn-x
z2-^;2Dt4{?U7OAg!AE~r?BnFf!ShF@rq8LEzj=x5Ui(v-kKO)*--o9vZ<I)~erGjn
zmRI~f7Js}e^WcE%AQ>7PRp6~F=H%1qX;c-2C+G8X(Z?A-lY*E~^-ome(o1=}S9D1>
zOOi%WM(CjAF;aQ}cj}*gj=1mBoB$yRw6Z-xPDwZ#_cJQJ5qM&_`nsQMWKG&!lAt%8
z(Yy=W=PTj<#C;aqn)joP;zHv~@oW6<OQA6Hjxi4Kbbpx4SI?WR*G8TpM(^+RCpoH3
z7rjxERYxu{KK_pq_Y&S$Lv^zZ5NMg0u4>D4O4%&SSWiM^`$gWBTGy4&OgG~8^R)Mk
z6KyBImc#yGY1i`mzb6@=5j3#X&r~s<*?(J`dB&X5_**E_+NV49aHe{iXIp4zjGTU0
z8;$WCT-m{U4j`R&NZrbcs-6|zllsQbR3vRl<1G*cgQ9fFBnmm+w>CuTm&4{4y4r0%
z)0u|3ZF+M$bvM>Qno`bPGc&UDrd99*NYHz*W@Ap2-kgHThgpu<t8jtCRMof+TBPrn
zL<2Xf5!TK!tD@#a@0&Eunen4Oz<1r;ENJCI(V|%x6-d=myZ49Us?K0$R@@tv^rpGA
zBu(yjB;!D3rdIxy?sZS}l1Kgz=$;+Vf{K7dCTjPDKVG^U)kY4l^EypP{!=M8<_p-Z
znkF0z`xNsJAXBQE&Ort#gkPDeGN>skptm%YMduGzIEZWt;n0x^N}d|zcPzH7W;Gs+
zV?<XqAH48-i4RRu#S8jsX6tC8tvGvfHKW&trh#HgLhh65#7?sc33CikKA}35HNFRG
zb|slk6zQTUM%sZY7GH24*&OgYm|0JJIuzPDKRv>`MPu<%5m&&7UtX<A5-jh$=2$vT
zF|Up+t#~yNb}NFiy5Qb#kb?^XxEG3WjNWDnWCO~DsYdUr@<QAEDuV@B=_SYP)Utwq
z;(;(LYb;68MyW{2D$Ir(_Fv>Ls(K9O(DJ0~^@LMx%7<pq3bv$xuo$C;h@oXf!a-u#
z1;76Gbj89d@KwdMzNNb*<-wEEA_1kcUA8RDS;j(d`9u7=9jfy+3lPnEzs!v_&FgJ7
zbU%?5A3`GmIjz&Wggxnjozd(sF^L3yY<=_tc1s$I$1>A9SB$mQL-3(!pUO~AW^_4q
zdcr9Nqm==opGq_ODBpkqTYaowQu<(<G=LC=h5~NdwvY<5Rdi_Rk(efLN;JxyQhlE{
z`%^4uG3YbPn52-VE`YimZ9z^BllQjgaBQrxGeBEZFA9o?lt*}zlcnGhU}5&*a*V7D
zZm==d+Ei9Spcy54@LF><Ua1s)_FbF2)b132Q2s>r;O*&GY!PNVwx0FS{6R7>J1LGA
z7qBmaMEnegsU^^0@{#jG_}kR8otda_S?4=`gD-X|9ZpW4k6g7|+`WITxcIhKCG8Bv
z_GIIFjE|Up5v>!T1F)m(55IQ_X-rLm88sV}RL$n~buy?_FE`36d3KtTLt<%T$2!H|
z^x`+0IH7Lo7bkk1bGnRGKFR8_vKqk^#2q4&LFOa1?{-^$#VsBPBrfsR_=x@<gXApx
zDD||K$JXv5?NS<7w5fRcXX{vo5V=r_MJY^-&cgYsbLLm`<8%hDMlE2w4uNwQsLPvA
z(qOZe&O`SG#6ZRmwie<p<;e86%Zab%^z_?)M*V?-+peMv+!2f9Rl^Ej?6!rOpTzC4
z<T=LHL0Fx!cyYxkQkuHYJaQQ5<`2JrooY)H^Vf>od^0+-tq?=w%TbycC0{<VBYj5*
z8eJJ-FH&V+z>f{p(dkH1A6nN__ra}9da`K@M1SOW_@PnnlGfeSYQFf@@kRVn{F8?M
z`^pvH+D@RY5AT}mjlQ`$#qi{t5z!i5pHe=s(9C5066IK(;h#GFeZK32pPjO*t82TI
zgz%f@$$}Q6yy}+T3NbO$<F~oCDCb1c6%8!>VG|04iAXH+H}JY=*=KICE7){r{W~#>
zM@M*rXZiHCb5KWT6uo7qJ<p7;_K%=n<y7DJCHBQUAY>#(p-GzqEnoD#US`oA&d^So
z9;_Iw0O9w(EmTFFtJLM*#Tp;eCJg6#zP}kGme(aLy|J(8z#+8Ww<}Yg`fm2p{J?%C
z?hj%o8axhW@Zj?R>m`&XDG^apkO+pNe?m{g#E?Wk?fkxP{bxl2{yQqyu^^U%_8^#}
zEPyUzPEBUPk@^m!Rk$&3dFVykrY#mmW!BkOBRy^8Pj0;1qlsq)clE&(kc%pFgdi&`
z``O-e-^g%}yLbWNwZQ@#YR{VlTk||FDU6Ll_zgJzbAAay5-zs7b>CK5^<AzGS`0QG
zs<|~I(t3X9YR$>z!Ek2NN9QL=omd&a?m>{>l-RaBdd`M{0UJh>9@>szc5BFH^x|?v
zp24NR;x2`(#IJApqhrcVVUA=o+7T%GQD37o`z?p#0rUDF{PKv3JZ{LB8<y#YIQ_zU
zxX`h^HZ9KJK6D$^>uwp38{5~pyW+L8otv>+mB`+x%H}IrcuG`uu5wYQQ4TcKW9G)`
zGu1(Dwa>4^W;}Ne2BF#N+>~CNypozdH(9BG8rTiLx!q362NzLPTi~6m!PxJa8W+l&
zgPhnK?_=}A-yXP*8Th7zqT$dolxS4Rr1XFN8&^+z(DMK7-<aknp!zps|LflzAbS4S
zzxk36QJh~<addRJ>qLB}Q)@o)zDETyj4wj6lz|5&zwgJhO#-00jzMbmFC7d@#jBMX
z5o>xYv0+`XhN$EF$S+$OO={}VsvN_Rw5EeJZmw94orY?+?bqI4Jj=(#RqN1yYd7+?
zQDLl|pDbG(<-Qooid5R-Akeh@bQnrZO|8lFOO@aBFK_E{ugXpAzFPJJV$MMHzI)Ep
zGB3rCB_zT*gUalK1VMu(r~m2iGp`>y9*a;`(p@1ea*}8!;G@6i%Z$9#x}ECo_C_ho
ziaGUz4ew&})pI|UDl0DyS``!XgU$`;2=p~2?mqF~npQkCFt0S#HWRB9hx>LW?}^W2
z-Olmm&c~hW<jxg=8)*(})YM}|K%AF$JYo{*^rxWis>fq5Jmd4sG*rPIuod+<u_r5h
z_ubIBZdbD^1gd9jjIf)pfL(vF*3<aSAF0m~>&(%)rv75Qyh4EQ7j&v*$%X?!L-$_d
zLxXjzh;8GgY?eU)kf1#Oi$=YP6Xb>UE4F<#4Q(Cd0^G5T0NyN0Qg~GH_M@%$!9{js
zZTm~Z55Mwby^lXgK|51CiANew;#Pz_EnUtnox&^2btRc?bV&dJ^qdBR5IA<^Le3o`
z=L>NOxAaW)5F?rRY}4%L7FI2oz`z>@9tq4C)s(L;V1Cxo2Y70N*?_jUE?%59Z<e{)
zM0Y;V4_EvBWnH}%TDzJ0tN5JX&OVKfM$M*TSYxqkT96WoawDhYDD7pNS~PBjk8-1p
z>25PO`{pG@CIT-~VCe{1fz4w3@|+^{v@5w#`TabWx5jf~l$36>`g+~R8v1H=vN}52
z2P;80D<*j#_6mHIh8cXm^E-Pu>3%U8O9Mj_8I9Sk56Q7@w)zu)h9UjPzmNRDXmyzD
zjEx;*Uc}ThT8nF#R*lKmwP#Bw&=K4Q`5oqLfZIkO8fv304$6dOw(Lw27KOz8DMTxX
z4XT*4w8(XroJdeN2amrhH8*y@PP<7RRhu;Jfju>+0u@wEGn<)eg>31*lO14R!NHuh
zncup)C3z!x$?54A0XX$F74xwbVU1m%F?9AU=B=nkb7jFs`&*!GFmiwg83^S~s}f>`
zEsGW0zF6|D6`g}HK$?E@%^2(a;nfg9ByGy;dHYmSuka)fmpAy>@R2A#toKb~T6uB>
zx+seb+1&>2<oD*8ZT#x)==^Q4%)b<W*gHAD94}aB`9-;~>pg>Lc@-koyYm1R*<3Zm
zfJa2WUl~foT3u3G<lSVfc?FEgQmoqNa@)|utnvOkkOIdQlH5GqX%nnRBId6dg5W)>
zYu<-fTH58?-_k`j19z~@Tj7-IqE8|TqQ@N0$K2u%yjT{+3TRt&qIuyzFGdCtdK~)k
zfoWEIBs`=^I*2m6s!tGi^zwCG$>^j$fX*mLytZ!84<^|2>i6$lF&md_L-Wp)qeM{o
zo2lCJi=+8`yJTDh*PFVMk$ucDr4*qAcXUKnH2oX8^Veq*<E~m4Ay6+S)dO=6Q_q<M
zBgN)7QJww9iqId++9pS?Jgh4fwUmVIiyg)D!!>`fFkdOe(Er`>Ehw5pPVB6vcTR15
zEHvBam-gT>$<`_AUOT>C>dDkrSYj=JuV$i%0nFS0IW9}7uJigIlU@!v&+iYMHKSUM
z>Jpao>kaaoR;&09^qo;yh8Y$u<Q3&gGus}Ik<VcBH(Ogld{6{}stX>Jvgi7r$$?o3
zN}l}Z#Nc44Q!Oq1@9Q>wF!VQ6FJ+68P<#_TsVqEgOtpXJmH+q(yq<OJG?g!VXGP}d
zHGYR7)v><KqIi*QGFY}bwXwt0D(gGXco;+M%la~g#XtW5BGnm#Cov|@p#6zJrS6vm
ztPNws8Bp`QqtdD{rPSXE?y2qitP9ckpcH)@eNtvXwi3{9G9-NMGfZrZ$oha^s^oy5
zHbULOT(=U2A}778tudThe3jnD>t>R%6<FQY&ET8P&(oWR_r6jgxI}WJ{w6<RfEisV
z2AC3%)t5Rn;^g+FFgoA5Lcl~z$BPls)9+tg*}B3#Q}H()zq*ol`PJ-<o}p<Cg&&sq
z1LQA~wUS2_ngaK(jHulUOmdfQrBlX%4Q(9{I)3l+TTZ^<Ke>DU2k_q5H*je4R~_~B
zU5_Riy(~+Xhk8`f2bPWTysRWr7rWWlK)m5X81gr8l)QmG(hVxh^A0&?R*U~vyXvX(
z(I>@c0fst{*CQ^>i7xKN415I`<(TT>T(18B9~S77<fod^kk`}%d(<?isEXuk{N>#U
zSG#Ohn9!OVS0B!xyCyrzpG)q@dKIOWXJ&lmv@_<lCeloNC)6Gj%{aK}m4L<;)CPnl
zw@UYCC-l*z%PdX|H;jnfZHIdlpfLrG%BX}%E?*@PJ3_PAvygxP0feO3dKL<QCKr@E
ziaruvEa%Y|%$N<$b>^CBBU|V)&*rEKYQO6IoN02LeF>z4u<lgUT@mqrgPGQ;9itnN
zeS$Nmd;Vc41H~l_!^*&Y$;n)QfkFRojAD-(qhRN@{0T^pn!ZAfQ4U^c9F%vW@PGHY
z`4H`^HXRdF6B*yS;-Qqw7k{oO(kTJSL!T?-Uei#Ek~A`<$QU)Ma(9*+#eY}5X!F&F
zvLe{4<ObG{wc;q$^(N@wUuyg+h?8K9TBiNX!m^L%#_wqyYm&mxmd)Njm~4tffCmtx
zn?LB@I22E#{6Gl%kWLg|q*MozqS0eEL!xC&Oz(h`g!bdP`aV8m%N0z`f$^}BuZZ9K
zb@w0V0^N4w*+eH^(xJvf&>Y+5>KU#Xd0s7Qdsu?}b$ra@$Z2Y~f9_tk*}yD4YJBz-
zf(TZ9-$MR(j&h_;a7PSXMsrQgrQ9j~^ZP1~^4t>CS}4mf(yS<5ioM{K&N3!Cr$qjF
zLo&eTp|EETKP_DFoO_&Ce+L?8k(RSVB4m)HfdGB1Qpe)P)APiq$Hdo05nE6(UF*H;
zamCH|?fVJ48lQse!}k0ok3)(<<M`%H^Ua^?b1ZX4+xj)eOGU++jpaNe%(i+Y<X;Al
zEK=FpQK&n1S3u09Y@;>s4rhU8Fq#3B3>>|XWGB4oAIX+sze@r$T4UO<S_29CF=5eU
zKn%78h6_)9gbvpzD~Axq;8PSHO@BDE%XXpzurGz+S|}zj;K98_ZYm~w4Ws)e3j=_$
z^`c|qhAVh6Z0}K?s{>#6I++u14d6#!SS=;OR8Pd_waG?<Gl{e7MP?EIiv$fQHyRdK
z@QqAnQRHi%C-b)IIS_BiPh?hnS>!E`95p&1uP@?pQjVclDs0dw+~X$6-Z497l;rJ0
z5`hp6;AY95gaBRUJZ#TGlGCdl+b?b%W1XQ_Fu(;abu5EP5~3jN3yh!+ldkqv!}7T=
z6M=+BrP$uLp+^uDp+>$8uH1}iqA|wosnZM4RMVLy`Q?a^X!A4&etz+HhsK0m+Mhxj
z%P5mFvi=-E*NjH?aq$nX=<>S{uCpw~<Av8obwtCL4syV-y#OY~2Zt0qbG1)B2N{&y
zED#S!mEMZWl5oBrm5qeCpEi^ifdoWlW?$)Lg{Ld%K&DeZeY$#EvZ+-ScW}t-e85m$
z?c+n-SqJZI>OKK5sW|{X731M4Ix_I!p-W~Y`3d8lFmHLjJq0pspKz#KI}XyPhO;$1
z0R)4QGCjRMygbWvG(s_#oPaPvtq==;+|e7sw_q6?8f^KAo9JPZW40b5YZ9&@ys$mw
z*^~uAa{N%BW&rq@X|dpuN7F)clby_KJKQS|4V~RuDD*la>^eSlkfu*0Rgg2_tfF<{
zdeGV{2@N>){1I(EMKuP1Y6RFH=Uq>XrF}@mX$M+ZC@+W079ii+TOQeC_(wC|E(1t8
z{RPzv9|nm%=t9{zJ+b|Dw|y}rsZZqlFfOF}CMhbv`h_!VUU(&XrJmx@0J&u^(ow;#
z@N9TL0YheWrJG*G5fg*V#%7W#@bv|!>??P;T}ZSp{oe21M^S5Rt>-3guXXE3JGA7e
zpqPbCR(m#w<v~1QB5|7B&6ocGx-$O_rg~SPOV_611fm^xQ_Bn!OfIfTA|LF$w#mRt
zR%jOu{{X`FC>4PlN@0*v6K{iB1X-#^h2WP{&s=FGK-846D3m!#6={zNx{=K!UZV@;
zVj2@-MH@UNVLoGcYGY?ym|Q7h7>zjn#EE-K7p%;RX+x99oHdcCZ}1o3E`&_RK!Klw
zF2mx~N72|$RF47jBFQp%YYbDt6fuLxNLST`_@XV@;Ggo%VMw?8ylZSh-x%N-9CL_^
zL}lmtvKh9^JQ^_J2SAG%+TtR;PF}`fkC1ur9|A|j54&>-`=QhO=Jk<jSx3l-54W;n
zR_R!f-V90iCGJG5Y7Y5B!4chrmnhC9IWoR97@&#LlcBx=-3VLAQ6g7=$K?7^Ky)18
zcBsS!uCPBeKJHj*?ZgfZ8>k#29j&RF$Q%^c7dI9558#1KV282_bzDgD$_9Yh9FdO`
zsibi>)X2LLA?95IMv9_BH%sL8LYDMda23+ptDAs?c|_=G0f#eS*8}x1W{$tc>Ct=+
z1mN{cy%m;NKtuLpy50BFjK%=ht3au2J%XCIqk}=CSt8dPXwAtCL&R&xVeJ!P)NB!$
z%JvwSd5QBD7`^Ad8@~B{;R+ShgDw)7>v=R`A_HlY$`&C}f*^EOkY5tu_^mp0t{3#+
zqgT)WdC|~>L7q8+M4k%^i<id)m&XJ@rAVP^UFcc*JUfmaeEO9HZ$dGQt=XEXj7G8_
zhcoaDZi{j;XfyrwOy>pRapUKJz$;ZrHqapp*z5q#^0?|lR|c55#?{Q$mwZIyFN03r
z`Fnb0=vOf8I);U)u_w!;W$<{Gf+CVbfW?7~+hob3&BSEcqXj;Mgv1&|a&enb;POC;
z6v9a4!m%aCe3y6X^=HH!W^ok+usA5L9P!-dyf^q9M_6()@pbvRsot4=D#PMPt1_zY
zzaaK}tGO9~uqO|bqG!1|FZ>{5MZA#YH%R7exJ+pq^>s!MvTTMxCB)iFii+&vHY~H~
z7&YmX;;Q?+jvDQq+{qEiGO{`{YgZ3va5ArOBJh(Hr$^zG)G=3nS9ao8497=Q`QM9c
zvt=o=HnoF6W+lJG9DYeoJu%@XB{?dU9CPIRmPh3RsS@ZWLXOR8<w3f@#VNs*m12*r
zbqF}J<_ev74!xy55o(5!Z%yI)C246TNnoH0btGvn#JTEK#1Cg*-pP|L#3c)}ec;B}
zVq3L%@Ga<z-|Jz%WZWif!X$4$4i#rZ7y5=7ow{xP{NLp8hoMaze4T7&a+(Es0F4YL
zjWDwv^O;Q;^Exb*eCsc1Z|ft@&@eWU=1;C+|K~pm0?zN!I*{7Dj1c}=@O`?mNf7&|
zCk0c5PQBhLp;-m;D|7>UUj3%65TMF7c*(}XO~$`|sd;DV2qUgxUl(l_(V6;Zrc6}_
zYEXvCC?TD2Jnc}hcEopEecE?}CEU61it9lnPvAdotwq{JW#UQFMr7nHR#15_q3_sR
zl_$SJQ3p=5)Pl)sn$q~*WkhKeGj1<PN&p@ZK|fX;;`;ivSbdoK{ujK@D+WdFWoh?>
zBwxJLRNaHm`}E%J8>*L4#z4Sw3%Vz7>P|gW#y^`Dmjc4TphWqvF$Z|iq#&gjbQNu_
z^B|#?My|Vn>lln-uM<4XLA9{s{OHM`Xe24dGIoGFTtWUcJoOlZaaRP#S`c^DKbAP8
zT(fVI`0EhvvTQJkY{Bzenvvt~IDdwAt|?fr*_}}SdHw_qzD^1=L-cWjba#r}!(h;e
zwd+>k!<Gx<oyfXH0YIz0aN_vLO6DIRGaR74NkH0b9kD7N7mZE?&Vq(9_j6%b1-gpo
zujk!JUtkoXd?i@XNJOGV+Q-WBEY1>S)~7m>nXONOOo2xgQkUcy$m3{cbr&|NtPM!?
zX5d!$`Uf25O-|6Dx=Z&B_0(a()5s)R3@fuo(;8l0{MSc0FX4^S7XIl|$L3}4_;KA{
z9cy!P{S!p&p;b$Z=1eC3n|t5smerIt3dcNcLO@aycuO+yeIWB6t<O&{Eay$c{{gD&
zly|E4y?@v;mRC0!a5T>^y7?I(cnVsKUB)0kt3~3g_!MLIy={184RS6X+l<U#9qqkn
ze>JmNW<$<rOMv{at-Viif^kGL%xg!2Mt}`LXGyA_e(`HY_k^E0?>F_x!rUvmAj23{
zpn)+0YLsZ)<QH2^Yq?jGg5Rl5U_qAEr%#|jjmu_s#<lb|B+3fdKY4+9w#Saa_2IFN
zJxP5F863#)unj&x5@c2W*7ufX!A|)ZPr5WPKm~S<M0_c?@m-!WSO8jSZY@mi0SZ~U
z&}F9W894)pg$9y1W%{Tw?EuM3xK9CFkwR@t%4eE)gA?f3YbZ6d<jvsd!=y-?1#pWl
z0WUue_k62edJj{RotmD!7kr|8=9RaH@FUOL-a|_QXGzDbp^)|>jGOEeTKGChdD0Z1
ziUo+UyT34~UD1+x1h}bgL65>(0j~?*n2skdPQ9=H5K`9i?eTX-qja_CN+A@wI8&0}
z!I@KVCHH+OJ@bTjPW*}oTv6##<xs?&&X|_OVRk+L(X~|h;K{J`U{yoIAZ@nohlIZN
z^b79b@?r1l*0&EXl~u6fJx7#j2?RQw?tMj1UL(KiJ2!Hz{Dw-szF;s5@<iftMI;wq
zA?IG2F;dnb52eo2n5^=onZ(3|{U`S`-(Y$?_;;t<GS~>0?gwivtoLmVL8vOp(a&IQ
zphK0)DK)oU0+|tMit7&@4C*3H(ODi?uQkq*$Z?7s3FtKJv>&+1WxaJQ1DssA99HZh
z2`2I8lKso@4`6%<e6DK^rm05!{lP$$UETOAvOM;OO{bKO_VN7a2WSTT9mx{er`Dv5
zm=rj~-S2xQn~N;*<9N}pPS-=fE)#)|%8OMCRXqYR%Mp;;&NY75nf9HYgz#(!g`)!#
zDjr%rNrf`Z)NT7<)B2Ol3@;xfEi6V~ct5)_((M+V(+8r0aZO-Fsjw{wV8up{-fR--
zL2<ZU_c0mUM~9UwERgt35b0^?5B-$E@JZ7qegEl1X^KpJL?i}o)^{}ZVIH}4u^JUg
zd>V8M;>Q~cdroWey&jE;k%V9C59BF8n@!)fh*m*6zqpvJ{>%K!wMecLkrd{v_#(~Q
zg@RS2tG?1KD4CQxW=N%jIXGzKw1WlrIKDzy_BBJ1vV5T{g*x7edMNhuI;>}L^6eR^
z>`3ZYsW|!TuxoTXNoYj4JvPC*rp)3<KbspMdh_b%WAEJC!LBy@8LHvxchKCsoVrXb
z!v9**6|d&NFjdRmvb1zaCIexy)7rSa!(l=1T!uM^BlxcRyNQYJcYF_uv`Va{&fidB
znz9PT#5!C|wz424miH?3>9-`aw9c9Lf%}Hd`GlSOu(Gbt0_ivGtFE#2sJ7+di5k2?
z@2eAUwy7;4e)ycoyHs2?jaIT85fdK-8^lP=)w<PSJ)LEuzbloRP8?KX^<vmU9wV>B
zGb@@|hf8!&dszFEy4>}A`ab0p;&pxomC)t2kS%ZG_gD*`AE^{*?1P(_oc`lO#h*Z-
zR$;1MbVrvrsUa`!-Q@Arew_0=5kg6(=b#S`o@=f__=mZ=FC0<vr|+&Jc9la~<KA59
zt*(qz3sw2g$Iu!-RlPaWg6;#LLBW3pKjE{p4VLZND+RT9l@^h|%8L(7-YCspg_>6B
zOG5Q--+EiCUM%%$dyyuXN$dTn+ZM?Dq7O56m~T*hivJREb)e|z5vk|>O#c95mz=7E
z5JTmMH1@Ox^y{X^VPNCn9@CcmFm+w+Rqv}|4SZ!j2iKP7`4+%_H<H7_w*d|Z!!mPt
zuCjtEa$OQ$zSr;neuD+{>w$Xw_80P3#!uT*@-5lJEt-Xcj&jSmxG%^UF*_nLm;kIF
z_f`L+?_e^{e39!!GEvNun(WBWszLxYjy*CV9lxww`8LSTfLLk#q~oC^rZwP7mPq1`
z^Ia<W>O;bryTpVYu{$;pgl#Rm)*K^SfJsx>#&G)nD1WD`Rs1SlV<yMNalEPJuyx)T
zafH_jEiY&}(AS+6Xw!P<G>tHc%C{7ll~s?;NSZc*7TQ(KdF*X6Wl%k9cqN*6F8zLQ
z?%BGJ_##(Q*AduJ7o2liQTuYY2c{R-pk863F*D8Un33`odGDxKk#N$~qWQCDts}mz
zK+^rVRNuT#DVK&Unf;}F<M%Cc>h9T0&lD$4Rvhju-#$Y9`_F&os_t#euZOCUwMFr^
zD~&FjtV~Lp&B>mxx7loL7g>)}jLeJbnW)bDyk4ZB;p@wN){dm-lR+a#l?az{6Sv8&
z{#*_03{7FJ-<Xqui6J=QfYam{uBE`+6trdk3%SQV4>C`J6u^_L5GOGe_ujX|!!14H
z-oxvMH*V)8p6(Xbm;Icw=AkLd>Kg^iuD)yNK=}pOuIh*gf%j>$<RIwCVvyiSlQm#t
zVh?bf+7Kafla~TIj!s~5ztekYyT7=+d+rpGE+=k2&Q2I$3*Mq(4^>a)RHtE&$g>|*
zEtJi6w|JOP=^5s_JT9D_TIM$d&JASD*|q*QKS`gYs;r$KgT&t74=d=^Yi1;*w>iD{
zg7axBzN$6nfp%I~o?m#8L<&t>C4J(~+mj4~D5Ocoq2yBlI5!|V3j_cNv$X_Amo-JE
zxUO)#H1{D_q9A2SH@4N2QcVG))~;uD6k}Agadm_ym{E2Sp$6}6gZIRyl9%pt^`SF#
zk*$b)gX*gmUI+uC8TIo&$(8$nwVkRm9kVNKDnChXaVvgegRAbZ4b~3|e3@M%d=p!*
z@-DZdtNOR|%-?+*idh{g9epK_ju|sLPZ|BG0n;kW>paEEK)qOPRya{bA$`Z~o7>P`
z=^x|Hw6uq%B(X|{beV$3Z$3ko>22F+9hEZQH|pti7qu;@w?WF(CW4>`=xwHI!DAZ!
z*BP{5OfI2QZVhdfz1ZSU5-#oLi&Y)L)B-Zq`Vzdkug8DzP<-FxSM%o);NdZKguT`_
zJm}O8$RJzK>c|$!`t19CAi8N+)h~rV18b?(JyrDggOYYAlv{_VL&0W#6klGeT6F5y
z?`fyA2=~>w>D-vvS5=vbF3&bK$K^j(YO+Wzl>#D>?@92Lckv)ffIV~?`m9ZSPkPm1
z2Pv7o4$Rb6E58Nz3I7Qng6tDdiP41RA;4Bo;J2sbz`CEroKrdzt`^AGKH|IqaDK(t
z`>n?lb8nq_egJ33XF`Our}-SIFk-69pbIe&iVnB1U^yvH<vtq>S?fnm9N2|w<EtME
zt*^J&_+g#q(;h3C%`|q^;*2lzi?oF;D$x>jzvzd$)1Wci$o#Yi%_pkxYyAZA<CsJb
z@aG2X;Q1V1S#vBy(mnfWUo|SZ6F$$_lAcCiqUi|`y@)0O>1xA8I`X3k$a_2`P}M7L
zs20v18P~C}{OP*C)`v4!59y&{bUEobJBcB{i5B458mBjmS}1uzoyjAAwX!}qxYviY
zU6K`>t^d0J0;shX5eUwb&5q%e$eSRziJk&588G9Kr`RKJkT6zN?Y#42Ey$DUF?3q+
zSV`@Guz8%Yb~xYoc^p>6uLc}}=mlhj`-hQm<3@)90MXG20F=`oE89<i1SwNIh6eyJ
zf_fiEhqMni3sM;m?!x*&n*AiyK#e6gwX<-Wkm5_cak#N;<n>_C;Lsv|)uf^GSMNX?
zdL>e)W9pEyr&X$spQ{9$u5#4X^N#TmHvMp;7v)%>y;%79G?dW1HdC?kuKeBf8%Hp4
zi!~TW8wuUSubTfFdPpHUh9%I+=pkmqLvXJOUHRJuF7~F%*m;UtEB^~GNciE{rYokQ
zrJ*`z%B!Zh?{fovvliq8&Hr!%HchB?<sM6<Kd;K!f9Y1V%Q|aLWBe`cPyW4ve(B}}
z%K$IMI=04Pi9Jubruep`trtB$cfm+Y%}Y;w_G@!7T0!o#9ancUDPMpTdW;ITJe#*r
z9H2Os6%&1%2s`Q5{C`a4Fj~8b0moWj2!22ixhh1LaHg1BHx`1fO&`?Pw!#nR(XFes
z;i~j7sA_{-4A>-rhrE^o3rX2X69hn?{)S?MERv~*UC@2wg0^=zrp291cWb8SojUH+
zhDsVu4m!c=x@H32vxy{S6ji*0Z`+{;_?q%0cpF!12<vwL4aLghNW&N0mgJSigGx$7
zmJAbK)asU`B%~7NH`T|fES_D;gs}<?KDo`VI*gcOwwfR)cQoKE2@`^jYIJBX@PRv?
zM(zb193fHrxlV=9rIgNP4!@H0&X(4t*)As}7N6+Vr%<R~S?eFzPYw<<kI3CT%RQ41
z97MtgOCH@p0xTfOaCzpWB9$3Q_HbqYhl~FL(L57+LGN5MOqIMS(|mJ=bE=<{k+Xjg
zwiQ2@eybTAHaootg7Zydmf#+;Gp3${&n-t1EInW6WFq(jT#Jef5MA$I&$sbIRNEw%
zZ-{fN;S~=2--Wq*f^*?`9G`g*JnzblZTr%EdP@u{Qr6jbN;Z~0fs0LhBOIA+QavpV
zn{(tjIe24ZN6?`Eho$rIr}BUQ_~D$akYh#G!7)oYM|3#Z`{3Xhl~FP?j+wn@=-8BF
zW^+W8O;)ly%FdBJGLDgu#OHe+zsK)yIQMzq_xrkDujlh-799<<YNQz;ilNeWE9gH!
zaq|^I&()5kxnY=F%fLLw$mV!LrxEQpIKbF5V?S1(-@6m7wVfB0v&{#U&m-!ZP8&{0
zLr?Q78dyV120;fJt6a&4tD>+3{_cL&?;a<M^Cx+0OeYD+N3noYTBYy%h;x>Zem^it
zcIcR!oR{<;pu0y5905tH#}z{daT!ZgJn=`7i!6Y=WMINjbVf5?6b<X(N*5cu3I_}c
ziNcywy_7y7{dzO$*v^vrrDf7sJoWwMmy!>}LWX8-3YHi*yYS21qG5&5{MEq)C_NsQ
zfBw$a-cQL8+ns6`&O<+h$sQ8s28QezcBP%*0w}lLPEWc%on4<<J0&k^^I<L+Pbksp
zXyICNcLC+9xm1#AA)Gfq*XCSnWBH@)VNDJ{xiS{`;KsQH;bxVGh2QL;tlV&-MQ6-C
z|IjJ9DHQczDrhN-m&^w#sh@%L&7ZBv!j^pFYi?@dt?{Y=)>2J&oj3&Lpx{%xKHAMQ
zy;b3Ni&(yJ@+HzkvWLE!U`&_2UUvOagZJ(0KrW7ecE2%R(I0S@0i(f2&srdTaZwC|
zLX=@jS3FMlkZqo~AJ)_9lYx)k6<g%mqay>n7OPKpFaNl<f7r5ozE?C}jhuYwi`^(Y
zie!=1`}-=75taCG8yYVNDBWJ9h_aoCnG?7zhTD%^eyHuenVPG*VH=fUIYrv8*{S?T
zeO6guTvfM~Bj)@`?u()i!FOiP<e6hW#qByJZ-~Bd0N1{{)gF^eonF6PJt}Y*&B}2%
zKHce&rny<kYv*!2oBpPJ-wGzR*p3eH;L*b3LBL;)@340w`g6oq3z=O?<?iJJRzj;^
z`-~3UW$LAT<)F5^^=<Mn(>E2c#FUv@8bm$@5NL9Cav-FC?zHO!mg%C(j?&IcN+3#$
zO8YEr_Aeg!EEVR4;J;nx3$1d`;or1tM0z+b<tzGsG@CKu$q$un%0k(0R!B)n2*{g%
zLQ7QS2~RS_M(9ieNp<qz3>irEo<Cs83Heg)h9Cd(GpDcVOr<$spC$z|T1@bPenRE*
zq*N+kW@5P))wR#^+HYdL9ZoC!JMsEu9#2k2%c}0SgG9i|uT)q(8+@|znpIa+On4LT
z8GpK`lcmO`p7X<gfJQI^EbJ2zb}sG+*<;q8V}?H>bCHGyiGCCV0ZFlinNc;*0|@sN
zl^Y@_jfGL=A2<n&p5&#5wiAWmQ)Ls}-Pzp2Pvx__iDI4S`7J1<%3%tWm(_lQ1}&;V
zej%i#k_}QB%pcWXvf;}A@SUD(7j*e?^h~%;1}}ubM4qO_(+_L`PPw_|lbKGG&=*JC
zpn=&aI1C5s!P%PZQYPv66Ghx+<svYg>3+fHHL1qiH5+m{KF0IUe80FC6nh+!Rh=CR
z;*xtRYIQAg>aC>`ecikKgHKbWM(?r$=!qZvet0$6!#|`~-G5Z92bnjqO_ywiCtvGE
zv)*pEuLGt@<87CKZpi>_634gp3hVu*pkSx=Xgl~}3@**u3cc{*rEY^Qq&@P{vp-u8
zLL9|26TqU9hrB&~PzcxZ2tLoF1sPg8iY8qPpbZm3C7QCwQcijXR8*plX*g@}F<sBR
zerY!dyWig>{##pAzS(u+ephq5YrR#2Vui6}EGesZgAlY`O)PHejG3I@mfTU`{864i
z*|e@6E8?Afm45Z<<qaiTc`T9N(7D#m<%eF)Pj`g`(xJ;s^z^LwPiH*kJT6Pf0((u&
z1idz2ZmOA~efu>lA~iG0EFrjZdLCQD5uk*eK9r$V6?Ne37zml6M?6d*Br-^<ak06y
zCPS(QdAWeu`c`|X{4ay5p6@WN7IXfRhWqE^7Btu9VqWjoeN2X}Szh@e6L#@I^OgRd
zqwrt?^Ox&1S7HV<r47*henu{vdi2GenBpU~Y@Oo>4lERH^sAyWiiOn_vjzZ0@E0f+
zPWX`s942Ku(K~<|KSEaAHi^Yv?)sG>Iw)`|{smp+XVT%-|7*|nylwUQ|MuLpm!`GX
zZw{+tS(2fJN7BFHsz((Sckbp^6qnr{aeh)ENN+5RLrf&!ZD^UBCdDi2Sg>On(&i<u
zh(H+!m9*yF!TY%=X*<!;4Wuq7woq0+5eg$AHIi9i@ir@hxb#@C_!3Gu+MPq&YWjCs
ziMJJJ-U`%1)(x#^Il(kx`m#Kx^yVq}JzaU5t;Ac6{HBMoW-wN9Oyr=DG1WU%qSKbO
zC5OTNPlM7;KPZiYfr<L9`DhxH?j`p&Z$L)6wuc?agX?_del}3}<y?jt%wqUiqb!B)
zyaW<z1c-JPK0o%2zy17*)I$q%^hJn5jpS$7n{Ow~DqE$gFh5_9CvK?zZ3{Bg^(mE*
z_?sGKcyOF|xO;jL;`dhM5v8o(e9ARPPhLFROW9nYZGofZ3Vmo>pmtN(nlg!IORoyB
zptG0ARkRiZ9f*s(5H=q;$m7wlqVKL{>ksG)e?~XPU|hHvou@TB8xQMb4pwCo;}7{0
zpQ7ZI&6X`nO&{w&Fb@`k+6>A^T=S+{tyiWGrw>Wo&=&fg+%}`2Nmj4)z1o(s;gVcB
z#W}r|+qnJmb52%M)ve}SU$|+at1DW(Wg^korz$u?mWOzhSZ|y5I$QG>`E^KUkn=!k
z)JWnEWW7fNwLD_lBW*w^wqt0eS_X(8Vts!qMK36&p1#}>8Vq$G7#<+Kb9cJ!?)09~
z?j>)(nj{R9^>DE2h4yoQ6UH8BWFa6U$A_Q-p=u$sMK)j??38+i8;BHS5&B&FX(10b
zgB#ZM(`WHBO~gdryUp5<U)xam!&sz!SYI_3+33qbG?De2kkk7#N+47X5FY;~+`iMq
zc~py_4l*rcAL@?TV<zp3f;4#Px*-?1cz_$&n@+D^8`XG)VcOuOE=_kmN>i1#X2LsO
zQZ0L3G9sr8m{}o@a*N>V=Dsn#-(>Gr{eJU<Bje<+>8#JPZo_=(6_4<1Huia+6=gKD
zbgyu@I7xAEZdXQ$84C&$(;dMOM5MqntD~5xlbE-c43w%HO^ZEvyB|s8&tupe222e(
zWo1V4j_PIrLo&E|@65n9{J8sl8USA4{Et)bO!DLNo4F!DOk<uh+-xkt(oSLLX|s&v
z#i#qw{{Y}*c4F`lWY1=UN(Rs!DS-YX91F`YX@Q;M3)cYw%P1cnyQc}=;8ZBR@?ycK
zSZIO_z+HvMPI-i^<P@QUC=?2zqef;ltT3OaBSiHF=4cqBl)5*;(VHO8G7WDZwzOFd
zEE%}q<Ut$TVZTaab5ZK_bZNlD+s;-$>4c1Ps*mKCQEY+g58>?flbU)+=PwvcW^G2@
zKx<K=u(ag9wZK%C?R|c_NF<IcZ&X#L!$T}e{~C{nGzi#LpN_nIk(gCGVI5GVDa9sf
zF&yF5EBFed%U`mmx`on6O=XzMY>KVy!IWA!&zQ$O!n!Lg)2TnxwU}<qrdKn8X7ROY
zWZ(`nq~;udRBRb6no2d+KyCzkVytu@g31_lpl0_?Rp?ZIb5rU0qI4x)o}%9Wv~U1%
z?)h)3q`&1X6B4CAb7X}^&{u|{SVIv~b}#eCo5-eZZ8MWAqjBTXBylj)``OGQfJV%P
zo@tGPyM!jn%*kk*Kw2%x(JgC!bGe=LKCCkx^}wj~_upi+n&&vRHcFw)wJ~G~Nb$l6
z0kZqAVT-TP(8E}C@>o<A$Bu^NqjYBv2GSr-!k7P4G6b;A%cwA#0pWfXJRavSj5xio
z4q9?kmRe$TgRX`xzCnT)v3>fd=<^{7<<K5zTI*4LUdrZ*v?%Rjti&K~M<g{|^x7;g
zZ?LD|iBYxBPsxrg11#UyLt;ay__HOouj%ARWW(||GzL@Yl$0|AfIa<C%6Cm~=E{Ap
zgngc9ShF*C_WS@1Y!c!Wn8z2xztBzJkHGk_i3U@0?RkbFdHcLHy8Ql8Hu1!3vunK9
zS^yGg4X!kZZhi^>n*I3_qoWFacK!)lT@M+|Hwa>iPnz~-zNcguIEVBX`?Vz&Ws@#8
z8{Ux--~T83gtD&L^-Ajsx4Bmc(ivhKz{@M^Zw68r1&#vqN}u9!*ycY(Cl*-Ukz)I;
zK;<|80m2!~pZ$r0_~bs`S57n`BQLqtJGGQPg@0WxqV>s$xX-Ai*nF;kiW@m(2><P~
zvv_%9Vl4aL?F9|&VozZwEtjKQ;T0h{IP7Gx!>`Yf-&}b^pMpN9`48}y)hz98;a0F&
z_`c8?r7!<0lcE>i<|c2F5TvF}$l?$JnRHPcq=KilMOdGo<Nx*hu+seUS`dr0+&s(g
z7((<<D85G=n|YwMDXJzs5Ef6K4>h^?$u+01s%%5Qt1MpVb|4^hUxN%i9S9_|c<Qin
zD@_RVlOmYU9c7e4Gs_}ZJJ=x6K%V`7k%NjYPFx7CqsV%^(gGcTZVr_S=-1&Peri2|
zfyqh;#%_}PqBqj+a&~?=6N}T}#?!i!`UX51+Rrmc;ncP&2WU7{V3{(MeWy$e84Fju
zIO6eSL2fp0MMi^pi02+4$^v_SpfGH>C;wkYhn*d-aGgMbBMqsqFXJ>`**7g4Ep{}k
zk<#V1k6a^C33oNgon(y5$sj0D)?NK;>(X?mJ>1+}u>Ec?1b1X4DX<6Pw|IFF&v%q2
z&z*$JMigweN_&>{<n;rFj?Ol*=eT%G;X2=d8yblp<bu;3rau+3kDw~ZTgM2`>ypSz
zw%pm!zzm)>;-}6ts3UCl&i;_{+spEhQ6kc_OjG&QX24i}6S(PYphd`VL;4;MuD|<S
zXZOB(3fo3VK%rMFGMj5}vyZsyJ^>^il8~FgSn;v?c`8UC8I*?ua;N1n(;op=6m%It
z`YhM#^7u(Bx?K26>;C}v!ycV`CZt90(bmNRH2i3wXg_KM<~^3eq1Oy4;bhXmG_quV
zn?VGbHWsS^lMAcbN_Ck!^-UqKe#BP(`~0Eu_mo-WZ%G3KVClb)7TPBf+rOUx>7Ij*
zsp<88W<iE|)%|)9K=;GHVBFav)RsQaUg};I-Z%E4>@@?;D=NRUD?^Th;M(ej2puCg
zap(sl_UovI(&IR_2k0`pZ)ey@5cB3QpojY}1TyrIz^`C39CS8EHz?$D|M86!UDNNV
z?QBUxQ&qU$8ucn4ii*Ax0H8|E?4UL(OHF5KjNwtSVT19@A(sY6Pr#`ZrWmFWz?RL;
zN=FPz9w4=$mkzr5BDUxI(h?%m?`583!_u|+li)`?dirv!#CLS+Iwmj0xaoDE!K|<p
zyU*VZN;AjVOu}ny$Iu#a))r<KON!1h@bn=42yf1kNyBpVwpjtIsTzhMvkX)UKxI17
z11L4aX0h(U74n;L*_6AId+v=+MZg;LG|P)uDP`g94k%P4hF)SvDuGX0pILN%@>MQM
z?}p>-*XK4rZhqyh#FXBtYPc!RYN}Kwf)vmLcs(<JFg?@uxTeal?9)ZFxhbs;YZ|>y
z1PBTZ{S|<zJ*{o?8w|RYNxg0!Iq@gIo8xX)L@7sI&lZio6jY?+=AUUmuH$k*tF`$9
zYxASQZK$lsEl9d4(5<4ZA;M1)nyMV1b|2G6JP)(ff$`g&FXb`wrXf$k3(UeHenUj0
zA12|KbZ7>0wJw3iQOu3k(^2Ucl+izrf-^cIMcFBhd)v*2-~OJ`X?|}=m@K3v4U-?U
zi}G7W*-;>S3(^|<NM;fpk*;=ti~m!n29_csm3F$>!T-JBl7yWE6|zceAp#Kv{{cKU
z?3u@HE;=Oi0_6*iP64d<$D;EBdf9NnY|&8a;QUdWY(!ovl~XtuXp}JkZl`R@%@y6?
z$t?rRNceZrzM;~mO?e;alP}&5*x{n&^0edzoR?RD0Ir@{|8Al^QR$MFYH_en;}jv2
zaN2j?$IRJFW0T@-lN8rWbKeF}>mZ&&Yik%j$j#!dDhwe*hnD(jsNz#RHm>b-kW(3X
zwLnY>`0j!}8x}49v1_{_0Wf|ac-RKxpJmjDRraP_?b_pa{*Qh()o@%#z0|Z$E_%5x
zVu1a)%`lfEIY9Cvph&?NI+e}iHO#W6>FM(<s>yJ%`<J)Q@MGs39}ISGhNU-INL}~a
z&m48m#ZD)<&+`<&ZKm9pn)S%*F6z%u8A{9OqyWvR1Zl)HU&7D@)i0I)dpLr(t`h2S
zwVv{85w*OX6pwgqUN_nB>ECPN)%alUT!qs5C1!XVBLP^4uz&B@G09_iDxUr3DRsQr
z3%+WFG&Vb3=ThuCg81pRnb}&6J)h@iq_NK%!V2NOP#8z1TjZ2}g`^8NJYo1LQ75H&
zJ|4{02|*wD9f<70*7!CBiWY5X7k5jY`uKVdeCjihM7Stp6p&xrEm~Sb>swa};A|CX
zwyxN9zp^I*lE>=B;>7(gav8WFyeQ<4=Rrg85&BE|JR3Ijtd1Ig(uI9GMPcA>zX&+=
zOxi!5E8RPU;w9|O1acv8ezT6(7TG{&Jxiw-p<@Xr!#)C)yz(S2E-<(OXBSx58Tv;Z
zNe7b$Y{Fy|*G6^mv|;SEuYRqb;AVa*J=v1FW;~qex;m$4@cs9c)bfq*BwLrQ-3CU>
zttUbA&l>~v;tKLp8}511gSd=nXcZd^$_UdrU1mEB{cL&<2*)Bvm?;yvMukL|m*jE6
z&m%ftRR%96c})5E`%DR4K$V~d5Nnecoj_a_aL%(K9)j2auzCG%ayGaHIm*j5)Qv;e
z(>hwpk-l?tJ$w%fmV7F6oVdRI?~p^kB|>z4cnD%_x`D`QWxcHdr0`uWgQ9Ea-Vr=G
zKfVk5QEkOyZmX$9vI(f<I!F=ZF77V&hr!(Vx{ThEO5>%V%PX@INu#UA>H<!I+=mXM
zV=vA*CJcU({4!eS+-H0j1u7<|M{2xtT9BH$?q0+GQm@<LB=yYScR%Vp@=`R2qDyC1
z+*Fot3|Ex(37W8wakBmSxj22m(7>*=s;If%qqwT3+M!hTfwgDlj_h@Y3eMFmJ!ork
zDlJ#4fO~h+$v)^LLafPKbr4G7`oIdCAm~r$^<Dg>QrR>V3p35(t?``aCg8pVwoh3o
z@6-yQ0Agqu59kF@+fa5?)BM`zzCsoQNfVE54tuS?U?J#f&5cl6PR~kwInAha`B~(^
z#=V<5aq{u_OzG4z-lvhcO@4||*hdJtFAVachZq*pLbzajF`F%jRIwNH`R#_C<A8!c
z(M$f|UN~HA&#CkLLdXu03hKk=6Mhu~ZD{&7fv^+-TW{KgWt&Jz{D2z~VkfZJaegZr
zT(~<LTsSW5JP;LNzb9?u&uTwNE@a#FW9!YT55Ib&ZK||&#K!NS^qyX&MD_C#Su~U#
zGc&J_{&p+lA5D328aus_k)T<ESS9sDq4Av9N{adxS)knQ-c8YJ>(KNbmk%9;8+z)K
z9=E@%d|`d;u>EpM_~H%?>-+2aSr7v410Au|>!uHsvG2_ueCu>3Y!wvwrTxBHHtoXm
zuFQhpfzpIMauAuGPUUshVQwm|qQ?X^9)uqHyKfvf<*K^QZCi%RU`Ht^h!>_mWaS!*
z9qI~miy6e9J$a}ix{B48EGqgF%gXC!F00+QkfmT+HoTm*ka(NF$>#H25zA(y?hhK{
z3iB181yMqN-DaTVzI*DivMqtOZ3)MBN}Aq{Zhc#`Tb{q`xM9?9Aj>aj(0dywP7n`c
z`Mh3hlF1k!v8)1{;LT<eKfW<G>O0$7|7dg=>GXxRk+Y=Zo=au;*BlC4bLE*ge)ttB
zL~ix@sYpy4x3A!&i1kfSbXH*2q3C}A>F2Q{y3Hk|5BHv1(}%S_Sht$yDQ+>bG9u|;
zmF>7v^VfX5tZE&w`0yumaB2y{wu{{CIS>wvgsX^w=y2dD|9xoiB}R3yaFQ88eyH<#
zzQON<5%LvOBgu^8fq1$3CI^^GkX_Pg36T(;t-dFm7dPc!KZ)#>6ZNLY_2l-=ztlnC
z9nFo0fsGD4S=C3>J9mvo!oJSO=qyb=S79((rp^_TuQ2eLFx#rRegSluDBGI`O!?5e
zoMLMU&t<)<!fK1&IPW!N?&uII12<kajF`By7ZkIkB9;&H55j#nYW^O6`AFRmj(Sqm
z(C9ls`?fhiZaSy&#ZMPLOrC8~b@1Ipy3m=_22AI;X@qmGN6A7ZW{Gl}xlqxS5u^2n
zjGa`#2D*$MB3QMzwYM1yNL=&TN&Uov)Vhr?iXPrM9iF1Jr7*<Tu=GUH;-76g+SFz^
zJZM0Sx=fmVO&)C|ZF5`xY@}^kYos7MR2cg~#_Zwex6N#R%n$E+4$G5_093+pO!>E?
z?GEWUu9&&mAbrhr{sV|L2P=;Ecvdw&#vc2PWbsrx5)vC<b5%O@PnJ)!lOnjUGU!UA
z7H6qK`6Yf_F8=s?ZDKYoT!(_edAh!Nzs8qlM{TOYOek%G98?}zdhe0`-$CD!hnc?<
zx5KUBs~(|YxhX*|JC9al|NZ<Eu%RrxM<|_=qx1+`$}hEzzY5OO$T~kqutfb1&z-y?
zw|(_arnm$=U2WX#M_X{U-^Fh{#rly@AfcYizKmJ+0{qZ9PU>aW5pF4qYB9X@b`+<M
z9=XStFAVT91&mPuj-MLhm7^DJDGfM`obu)#zJrnazF^ep=!rBvEf2MRKWGTp;TaDZ
zJe2{*<2K-SbN2CE%kku<quD=fd1G$e>HZ@itS~J+cs2BeH~kSZSt|TpZDVC<XxMfP
z_(T~y+OMwzO5sYq-#-!paY?#Yq9iQuTIK6YjQUbRJ`RfIn9<8ulaTs-vvyn|j-+y7
zrbl3UA7kYzq3ZQHMnqE)g>tZR)zv@UwY#kB_tx)@r$&JInsybNaZWy|HuMKFN!dwg
zM^TKR1G_Hw!_E5Px3A=@%Fo`{Bo~LMh^z{lv0aY`b*OMtF;36eS|{%!7rt~plyf`2
z!26PBEJY3FqrQ-;{jBpoITCw>IaJ-29qn~J_16)lJ_qy$k?+cD9vwyxG6Bmy9z>7k
zOArh+nPlN^b227dJIC8)0*R!Z*IT5YdogdDet<C#D=mem8Dnco^{S@x)z2TvhZ~kW
zD1F{6<(u@Q)Wyu@ZfjWO`>p=~*_Cpc7SU?uQOi{vXp-|)pCVJkn&k<}G9!%PReMzg
zDa1xs9+u5YNwf|r4(*26@O_Zkbki^7#T-6P;k+qLm3cRFuIx#k$?cz`697uRhy`OW
z!4;rVa&q>@E!Q0^p@AH}_zw`XKhC`Mu*9{oVVARvW;;^2*d#yT0lClf_+G}kUz&#A
zh`uEr|8?1rM&c~d>sUKCyfG!;YNR%(DO%%a62j_zz5TN($(>L_sdKDZ&2YJkv9Uvi
zwaK1&+seyH=DLZbrc$|}Jce~=Rv(fVC1afdmph3<*qo3%l}c!V+mO(1QTpWBWgUJk
zIRsg;M9GHhK<uUY+y`>5Vp|QiCGMMeEnU=S6*Kv1nx!`o20~jRq2d;YNetSD*%T2^
zNo)iRU>XZejw7FC9SiNJwP}G;GGbN7^)28D&@__xzqC<d3%KoQ?dX>`Z%uhp8JSWc
z0I(4ITjC`Nf5Oj56{Qi+*1AL%RlK}7Jr9eX{k&Ba=vyQII>@D``1$ehg}2Yd?Pg7i
zR2T!_9-+AL4piN9vLsO>DHKpwSz~&oDzMh-#YI7mlR<ILe}FHiRmWyqg3Q7OCRK|+
zkFS<&KlpOrbbO!wp-7pD8K&9bTUOC$`EjD;;iTo`K@|h(Kg_@T*zP4dcXuSNMlAE|
zaJ`9A&pXQFh8`BM@y<fF4qi>Z{S{%ZLvKXYn>;;?&0vh6^IFnWKLbn4$9ScR+q>p=
zy#C{~;eY?;*Q9&T?sC%nP&aEU*vp!*aAt@yWzD`yAUr8Ytz^CERrx!~-ZZ}XOdfm?
zIC5L>?&m?{B$KzSUyqMPel#H3d|RR<Z#0cVMPKE|ivMnE=Ju|HXT~a-S7dHXSz<Fe
z38>)Ero@~@Rn)A@tHi{7f`x^-_CeEUq`3O6hWvDrj-K;(2-UG^lrAFme)#ii8*-^|
zI_P2l%*KcLnH1S{21Z`NUyt|ftImifgHFvI0R5dq0J9MUx(MvGpJZXn*=^p9uS8#&
z6ju(hy7tT}0;*54OO0QvS_<NwM*-qgJ`<@qyHz3pvwd8k9%+B&6WT7e!N(xBv{M|N
z&SD^W+|FB?F*o_{C)dzTmI)oT>6LjS6l;uFjf*jYO5&>VAVk!U*X03B385s=>T5-A
zBpVtN_Sm;AeebqOX64R3@@mdPH%Kn6oAKqlICPhGknV{IVAacRRT*@0y)A|~?p+tf
z(z9P0dji<Xhu+u9JMhPu4rS`3X;T9n7}b(tdDG*+RB_%m)tlHkQ6$xC(*!T(@6?e=
z87Xydgs6^cMzQuAK9pC(CAr^jA0%-1eBoo=ujv<moh$E5U&yOhOuy_}@u$soX1qPu
zU?w>IwYJPu>MHhqj$f{q`<<e?SP5rC-rVUYjm!%YKb&57wA7fHB#FyBs@`$N8z^d<
zSl<l#@ht4EX<g=P+|@FL1w}fcylZAw6C3Z4XSu{+!tFLnJH^cUrJ{35QxjO%xw&B{
z-pkGCt4Uc?u3JmY&8n|E!&@Fxfe!RSs|^?Yw}&dAii2vF^(um6l8KNF&0f1dL(OiH
zle&V^p=rkBF-v1CLQM!-z0AqV_^-gve7e_5Vd#XkjeD9L3=ms!2clY`2n&#so{G`u
zT7_J^`P=)o>yPSvN~@MIp+H=%l#-i3jW{+qGsL!fS6jZk_P)V#XM5HW|E9Fk%+$1L
zeA?<EcFVHEyW}J(#PC<wijVm-*Uek5uCC8+)wsw$P_%TfDtdTN(pp$s<5gaznz1P<
zq0ZD)q@Q69^+f+xRsq7hG(SRynlU(O>DmE>E&zmiUw)j+VaU0zkob)AyMy+&VB4EB
zrXk~)BJ8b{Wxy>uLAZiC`uB}bb?(pIc|t_N0Z}*0qnP=NKisOFavY8?`%YK6E;22z
z!YP5OjL1Z&M}0hPE<+bv|Fx4Z_crFVHNMB9$?5VGryuPac_>s~ylH`V5{8!szTT&M
z<zN=JyCFW$VJHI6`#LCm<_6N`$)4v0h(TA!05snA0zhxj-~k{~o`0fuup5ZX(;#})
zo%i7AND-s9x?*4<?ScVcH%7Eq+JM@OxCxHyBp#AK#FLaTBpM*cueHXNEz>a;O8gW6
zqNbW3Oqh4m@+XM~UuN`>`aGIEWq1O(`*hNJGl!xJy+Hs`IBiA-wI^M7Wbf!&Vd!b9
zA6o}*=v;#m)y_a<Lp1WonxMoG{V_VWedRQM8*TtaLZ3X*o7oo-i6bix{EDC52WZ_X
zczkrz@)zOKS1Y1Rxx%A7v3Ra++WFbdtC_NB>7(DZCRSCh&we=1I6r*EEM3e#&d$!B
zu+mQ%@If^A{-Ku`(*Qc$=`3)loxBVlxX9wwp~0+7E0ud+)%+dLn=Qf``;6N<bVk+w
zOMQkJ2g-g@FuID_ggr#<<DvKaRPS3Gg3!WGBiaaq$&gaZ0r0O|e9-&4@{Y&F@vSb)
zuphFirim>65)rO`x0D;MuAqsh)n1bd;btWwcTdR@j%D`#5Wd^}d6mY1c!o-efl2mC
zjJG-dqWJIjhlkGXg|O#8Ui_7HAk<V6ioZ^B{PsPjuARF8T)9rxeLS-5I%AS_JS9Dc
z%9Cye-gL?(oyUXnOGH&^>xJEx`nrM99s$y5C><L(vYthC%>8b2ki%2tm6n=kahs2>
z7;$hl7$n4NX27-KDwC`RvIu6ID-37|c#zrUZ`|(>zmsBR_#eMpc>k<E)j>$BnekI@
z?Dea4&tLYj1qAvaz1N!+L7%m@5$kzHy@H9`clx>p#H3n#hRC`jNy6pFADKpskx!3Z
zeL0w-lH>5zT1AbE)+mE!qaWLRmWfS*uezRp{hQf%vs86`k{-E+?_YAKlOcnXx`$tY
zA{74v+|tg5CCsWugL}y`h(0>8r#PI)Ssz;Xri+Eqw7pBck@M{g%>v0Y70=draVN>*
zC|X3`9~Nd4d(;&GfSGqyNJzo&y{p-2?WvyLC!+%CKzKh>S;yqJZ-ZKLT2i^+xk1J>
zKkXUAW+cz-2tHgJ91*S5EU`Dop0?snNOk?Rm!Vy)$yD)xV2b^VOoAzCr%HeP7?Cj4
zjfl@bKSR=|`u`gpT!e>r_;=4ItU3}3iqqmnb&S9e0UzW=${J{yTG*=@JCMEqcL>^l
z*gMFtlb7F)TUBgM_10w(*}oJn1=i(_I;zU#Q7VWUn_GaS(*5Z9b9V@@mM-)VALw*Q
zPh>W<+^Ml@o%V1Z!45Y*kem~IHgOu{zmtT#TV8oDw80waE?IzoWm?{*kUnCcTw02Q
zBXOHU!gXS;xHM&-3~t3qr(H8JD|*FNhQ?=Ywg0bzl5stLsNPBF>xv0q^~PYkn-5Ds
zyd7jI5&BfH^P2`r$ar2_Hm}*;HT`R*miI)9lT<?anwi`Y=kA9;k2Kh<qH?xM1aB;V
zXo!DrD?w1Zg{f3!%>xw+K3J4)&8Ru64!_KFJwKmIJo}|@Y4Z43>I%0e6MUQBHjCiu
zAi}{TCAY4(2WmtonAA#P^bhOii~r1QEQ;P$Y*%rve*B{KVU35?<2MR%6TyVqa<lQy
z;!R9um)oRy+^fYeQ>F^De)+wr%cukZRV5hCm>@=kkx5;+K7K(Ql{DODRk4Y*=LGBG
z+Pdnvn3bf)_YX-6HbCbj*?n$hdp7$sO=BERS4^MAZ{bp@7G+~ZE$+Qa!%|c5eJWq?
zLv0n$2C4J5&Peam_VV{L681AbGUCzeB!z&ymz(9@?F-}UxepldLs|0E?uk+EaCWtS
z6msw}t!(4R^C#Qk>DS3x$1=x1o8fIP>^G31B28HYKfbWC{yCTQgt&3e^TfZX#7Xom
zT^ib_d~yB*0o{-#tzb_&YVD`;5Z*zc{OnqED$SCLw^#F4+I;k$(;kv}_15?IjHG*x
zQ$mm_0==AD)YIM^aR?rx2_5EPPbkNvMlN9@%wOM>5SEt^xhH+thimwBnx3A{oXKIW
zoR;cY()^B>fSvT*8Xm5FAKf}Bk3%K_y=hye;mA=pud@u?$#F$xSXSRh{UhA{?+kiL
zx0*^L)ZY9~)sdF=w1Z@?js(PW;}y@*jKTCngY%vxJo}N{saoE_?*4O%e=c@<9(++M
zY5HMlaJ#bTS|wDly-X5l_KZb%l5Xo}dS;Z0>5xdt{lFRLD^;-%9#-GzFuqn9htjk(
zQi*L$eotr4%F<OHDkSYzc{G1EJBWy2<P9H6N9J$*tlp8@dr?W?t9VW&=^U!~@Vo9M
zM+Jp7$G|O$2n`Jl*?N3cS1mIumV#SkK=r7lzwxG%#yEP04n+0`eidNnJzn?Av(tTs
z4K}u)Xs9)7H^5q_=v&_?_wFp3Yb%o`Z;yCY*?+_wy<;H_>Ue#w5>(WJ?L26g{Vh_X
zjmoiTWX`nyX~d(br6MZ@6_<ciR}wf2GS{W{`|>~Om`^kxHGOXOZ%#FTU8Q50puwSs
ziz;J%)vGHmX|xTeq2=eMYZ-b@_4cg~x7?c|bDD7`o{uUV5Ux^FFhzkI6)Qo+<X!DE
zl8*oZKIO-KZ{Hh{)R^GJj(J&N23)Fzhb?6=MsP95`f)SIxM246k_=fh4HjebmCDkh
zZ#tV0Je&@-{lmJlaiOHm<;SDvLC2Nv4CO9}Yv-n;t){DYcgNqGPRZOdk$bh3?T{%q
zajR*LM-7uomFtdPJ1NA*<NFeb5L?(hBucGRoHacoN`@skS{TWq(zhDr(@Np9^YshM
z)5;`&8>nK(xThOX%)@jLJeZQhGfmfoCV~v084${|hiAaB#E7%U0wh!bfSb(6J40g0
zYxdS{si~>Ymv>J0tt7WrXOgoN_VU}Gw@zA*RNSoe%|krgG;=`vvdbqw1v8%|L_vss
zo1i_a!jWIgmz{Q(i(}*kTAC2;_&vA`@~kJV0oyxTI8IMXEwjqA+NnBw`1e6hUP50V
zZj}aUhmhgX7@~%p0{{38cApN+F{X_03g+SE$+LNDgV8Ossj5RX0rVt-3^Xkofux(y
zKPMjjJ}8scKyUVdd6xFqqEyLi0H)3Tyv@r$7ZfeF03MD$g6i@VcKF=~B;fNj480;-
zN9}0;=~rni4djJ+k)e+M@v}Xjx<x7DFdW^53Zkbwc^y!!hM^Zxf!b%Wv7}O?b!Vw4
zIXQ5@&igGIXRhn{`lXm}4Jl@K(c)#UAnIsiKtUPs_qg2E9V@|5Nd{+>8JnTA0%;}n
zZ*Nsi5eh@dEUa2eep6~9qP`=dUWR79;m)DxVp#5e^;N~2`ti$aWvTOJC=QOLE2VEQ
zBrRQ)&%XZ6N_m(i7r`3W`@*n7XHwzgPP+27W)V})rnD`ZRCRZyNP2qzVxU`01ZyvY
z39A)mOvfNghOfg<xc@WK@E3~;uf*fzmI^D&+8Xz^mCTjtMhOaglfsLuOfM79m_#K&
zqjcfd_-*zxxCXn$fTLPo;1)0(L5~|+4A@ti$nSbGg{Ju<Q$JJ);>D&+bVwKv{Rha@
z$L813_#-#R>hQ}R;AjZl(P~#$;9+DR0-u3%I$GR{?^f(m6B0Z<7X$MhrVQf75_lz4
zkmOiuKy>pCI3AzBf>2f-0T=R|4-Ry6FSF8R3*A5A|BmOuX5tqD#Aa>p6<idnl22&e
zS7RkMpUvr#5r9)LXerb(B@j-d6?S%##{xBUX7&0+D+;1ZNWaJPr{I8+IuY*OM_iHL
zZy|SjDc#%CGOZA<@1GzcXot0*#dmY3_3nCmY9Yxu;$a;kI{DfN5R%kGZl!ELkp4rN
zXkBPVHVkkgY^#wFx!+;PV8Y|Xsu3POo4>{vF^}z8i(b?BpN*F91E<Z}(k(%v_d%mJ
zZucUb+zfv@MXcyEjhS}OZr1a|()doPP>F`E^T~_hO^o{qrwmJ5Vv1t&mx7l<;g7F}
zIB_YSL@o^i7m1rMXel`Vr^*-a7|b32#3}!kKi;$Z4<K154K4ilS|vCYL@%ne>AcFw
zd?-IB+%b>`#?wA4kWuctcUc}9ym@FY+{siM!Rv0Te21IJwcomc{xp`+0+%`6FT5#m
zBpQA~K{H;^OAbyO{{BelI!z0qOnL)RqEvtt!^MWc6B)ohh@X8EwB&d#5GT-S_)DG_
zkV-`>LtBRj@{ImDNeN@rA3LN5L`ZXVT&njUr9*-U%@yDVMmBC*Pa8^JS$@uk7sv&q
zp%Rww`ww8RJFh>qC==T%W*c$}>MjIvD-MEo84rdId6wvrOc6;RR>dfL`}lv6WW~{R
z<Px2L^L=#~BqPcZhI6+M^QM8((9+^os7{c9d93vPee{db&U+!(!Y*J??(Xx!gk=<z
zyaaA`zbNJZ{%;jd7kvs?^8e*e0~bd09r(#7oX77kD#k70Hm)()=-avX!cO73^Exbc
z6o(A6+^(UmF5ib!X&Lzh9{Ij>8}0u9E}#><5@|Kc|I(66F~x&h=>8a8#+u(hilG$`
zd`2xp8!J)JZ^KK3bZ4j4iLrHIhn7TjFOWSM%8P~W7nCM=|AA9zO!o<X!K=`Q3%aN6
z)50d!<<o2jV#9fs(b#W#z-U>N&OOqh*`yaTu>I&LZ$tAlTp+7TB(IudFt$}Oa)_w0
z0?1DOM3t04+1GT_&S@kcgbOn8N~orFbyC{Q5UwHfPa%D)(Ka%WU>q5$gN$s&k@5F$
zb%SN#j>y5W{K)vo-2f==@)2}Yx7R;`yeLZ9@p{7qLMuGFoX-c9zFTHwpU^IbHVFwq
zsCDPH0i&mY9%<%TR!9I(zl=;bTG!n0sSNIXuy08>l82(4I$xuF4IHT8^i$l}MCq>B
ztkHAH_oOw)bN5K@XVWIec1}I<c~YjTLsr!tQVX)wQc-k&S5~SYot3;MO82tpM%Wi;
z!7sW#Y6aYsw2R&t+fDuZ+Zx6CY<$#I{N)-|COPUx52Pj^xopk1S{4Z0;l~F)uc>73
z9e22mc|OcJ5l0RGE+|+wRsCF~Eo+-_D!J$~J^a9wV4iz>QZDA2F;-;7+;o=espRhq
z(^3)1n;6uT+q5e!kF%-Y4K23@OOCslk~KXP1F<)Y?lz#bN`vc|Cg6qPj^w#zB%!hW
ziQ39~pThgq(J0U>UN21}wn9x8I%6(zOxw%V<8#Hug?BDVj|?@&tL}aQ`fcb)Si4p+
zn}3W-Z#901%B1GFX_Cl5OOIIj5?1uL!u-O7sI(e$tnfE6v)DVVOniw|hZ5GO8@Rq#
zJi#~#&)v)0s(e%R+Pb`gZA(|gT{@D1661JW9@DPBgu$esEuHv#D340UgnYqLL0`90
zHx<+=A~ftThS(3MS%Edl;mI;>$v)j7wq6vFXUHngz<M$ji2qO8euKX#{du8XFCMbL
zp(`9(KY!8xON?UR(qGG<(MNwH%@0wMOG-oB%l`9g8~12K!c1iHOPU$!SsbC+>0(_?
z<8ouptlA7J*)otGlCy9K{ScBqPye7yzK0y)Ndwa1S#!UZvYS74)svBxSvP4dT?;1d
zmr@7ybPu+VPa5J{2tm_2&n^`>fisY4dm7B2sQsd4cqKGclGaqacfC52N)|^?sFH}i
zN+hNwJ089_qkU1@;nTqZv;yuW3sj;I<<R;Cr;t#hCuDS$dl|*3G0KQPLM-|;(DhRR
z4&v+?3!NAAJ>Y&kbpJ{sP5}enPJ9DR-w*6Zqwn7$x9-|9`j27z`t24SBnkugE{K~H
zmO~_~Drk%jC=f^nr-ohB*F*YgnSC0ff=78ZLQ|f~FZLCCBkj?o-nbR}{1PDz0m^?2
z$7)Y0rF(JlYmFDp;>WHHad!jZ{xXY0M7zZ(N3HKYBwMZXGqF0JB|`?eg?j@Rj~2W8
z=_pZhy!^gQN<-xAZiv9B8-n>vI2@eRXZKY3)mpr8l&W$bV>qclIQhV*n;DiKycVCT
z_>uU@ZkCz7QakkDP`ZBdHz>6VXpgo982|CKCz2~wtWIo*n=M)z!RV%ZXC+NZ+7_lH
zR@d_=TX8Uhhqy^(wD%vQL?(ZDM5n}siX3u0dY4@L(FLj5r7csgCo$nMw?!Z<PG0R|
z<qg|%Yio%6?mpb|d#f$+$KO}1sp%nh|75n5Us!wr)d&YoK5z}IbH)4}oJ=7}x>PRK
z-R>2vsChMF;)31Se<sO{iDLgM0bylJ2;?~Ac^AfC?R&*Bp==^+YjW3;yB*`Az_7jj
z;7ZZ()VG>6_cjZc8(uW4rcs)d@^7n-1Z{M|BDn2zh4q7>*-ntPyjnhd>PxkmXm0Vl
z;xg@(;Ua6-<d<2~WTT^(a@!hjaw0NC>Zlzw)#~=Xs9v(Rk915NU(HJ1+pHKU*Z?7d
zmBsL*`{AqiiSF``5&yW3yJ|X<1eVISD+uVW-g}LQf4}`8w%+Iecyg(9M80_a;cwdI
z&E1O>#dl%M%B!*wYYANZXNsjOw*GMM@W)i(Y_2>O$g2DI9&RLBn6|@d)W2sCz&|b)
zb_hxBVb$L1aOym$DWTE#Um2^_Dfbsh8$04A$#V^{sw}&UN&Angp0MaAB(SiDY(|Ap
z<;OvQC+SdkMr!*_UT_14Biaz#xfuxDX9>VW>2US`h)|4(kjw5%pbfXBBXdKCWN4Am
ztU>6rSyl~C>}fpEC!G!+!o`y+lkOB9lDx!fa}t^MH;pI1DZT8;{m%8K=8dv{TUe^6
z!N!ZRS5HO0%9yBXZ+*qIe3IorQ=<EoTRhIqE)U(R=3-bYQZt8yUw*)MUCUcsBX>sa
zjD~Vu<~3WnYPKcT{rG*ng5N$i`DmK+1oPRyjVABzuF^JUzijf=>j@EX|HD7x8yoR!
zGje-5x!KogrObH>;@Y>qc{={^Y?FM|MmVmx?IvZ~G#u16X3$ST`c+MD%_rBfD?CVw
z|Fibz_1Y;S(4)NJ^=)6_w&ZoqTJc6E*SMZaEEDGIxbuaoI|kT1VqNbpF_+uUN|LHo
z*F-^}22Uk?7AWgS_@V>$B-eNtJNnC~y)<i$TVoo&xXS+emN#!n8vNI^#sL2<C$ZZK
z3*+O~S6=;gYWKYzY=(UINXS~J>`KK#gGEj7XE|avv`_J&UyojadefWb;g2=ZYq=S(
z`=HD2Ej(tOZ1Ox$DOFa7Pg>i0WeXF|P0l>8$}21D2?_1dgp#&dGIpY2y*Iftzf_8X
zI8HPZjtNqu4ocu2Svg;(Rr^J&=6vB)a%Zk>%{`~>wZ6IWcF>5dtx+OLWbfw>b!LmV
z(+(oKX8HY-u|<8q+lAN*t1+!GBKFB(zSZ7`Z%K0kZKjX5cYWDUhb?kQp_*+?<#9C|
z(_cieoo{ZLT5efmu@tL-R1ZiJF_?Gs=fj4R@~+&+dv7c6Ce=>3v^R%T*y)qp8}z(a
zrkJdOdR2Z~p&c~_&4y1ftaDfGYQ{?-ba<UFst=6ppu%gELAS2l(nUmzezBLND=>m{
zB{I`!TihO}9`%MQV!lHN$eBg@`E}x3F}bPMQg`BGkl(h(G`a8LCMvC!<9YYt3n*To
z{QG;RT+!W^Z~WpoK>g>EiDfYP(|7JElk+p!t3t0L?uOniEE|4dM0)9EOpnP`FUlNz
zHAVnjK}mji=30%-YIw~PYOTo>dPUvrxmjk4R3ZUI@MqoOVBeQ3ZJ8Kt%dEMIN-wQ~
zlwm+tH-_r+b-e)Wu_1&=nPU!PlPqyxpzymII0PsG0u6A!WsfEyRiVixVlDgsklg2N
z4eiXfBh(SJRPuwi*?`Ziku3orrn*dZs>lOIW_6bhzwRr#f{=rF_BblWLoYh^UYmh<
z9wDBTPu#Ub|KK6PU!QyyP1-atqd3*lbamaP73tmMHX4JTk7zE7qby4ZmZ^WY(^-0>
zldlNY&8coP-TZw#NuI=*$`~6MC6^04?YloxWz_q1n?hUCflVx?q__4_!Na-@1EDA6
zq~-;G!{zqXn-;$e{u&@dP5xHACQdiC<@#Dyd#^e<Onk!}=M?ppL7|zGIbuO`URVjK
zS0lquc<ZYa7^CYcg;h~4;tR>v2r#wmL$8b*vZ_6ngs0~!Q>tsc1~JKT4EUN6JEP<j
z3EUQrU<sCIp@LUkiUSnH?ajpLR&$It0JJ2@+-&64;6ITRk>7^VdclXF^>X*)$)tIy
z>my%e6-Be#-~S9nRlI4FtZ}urmds`{l{=PIFwoRQvJ*`eDp(c*vC{?E=4>zK_bZrH
zbW=l3GfRs&hBFG&z>Wv;XHhfu2TWH_m830lg><=2)RuJ_%Qf>C)s%QKx-cnwGS%k2
zD>E@hHw0B;avq-fFUQ__D<Xle`R>uN{paq-tNiaB$zPbYr{y(&&EY9Pp`C^drS`k%
z+eP%p3y%2>3ZGmYK69Fy4poSJukgd6CY~ZFgWAd!(cj6C5<xe8I>CkEVu(o<<GO7r
zeFrS;`$|4Q+%B?RhyaLsYIDQ-6UW&eDz`;j3)r0H$Qzpa0>E-}ZP4yeh=!lFLq7mT
zP2Ec0`l4dXiVM*Lz?~`~m-2C1<2tfA%=+_ZGpha*lR0XyA6U*gWLZC}&TEp<8Fpb`
zD#y&XnPJ}ZTU7m!qM5(OI-Z$EZ@lW;$sedWwCCU*t?hH=FK45IuP<;W=Vqhg24xy;
z;vUviCbubJSyWr(_MT#=+V`!>;;3@LSYd)3U3IpZt-NpI=O@RHkKfI{oeKYY>Nad9
zJHE>!^?l(Tq1<cO{ARVGUUQwq^dGCHSXy359Z{T@@7w4Exm5BK|223VYwAzl;;XV@
z(VAxt?k&hGV0au%JytlPT)3Go_IasNGRNKB@9itz{0hVEpM~;Qb%lh;#onC1W9B_v
zEKta{G~pu0TwnGp`J%KBt1_ATO<u6e8tytfkPRPso*5XI?<&W2S#97avYJLdt`8`)
zU?nRXl;Vz=SgW{fi<$`HnX{pdBDYN%u70WeNcHE-AL(y}%r`_w2)}DKEvF`@TyJ0{
zd>gknv9ip@Iqgz=YotNB5x%sIJiS-G@CK#viE9;tMrOy_qyGUCs(m>^qbgoynO+}w
z=(v$veQIevm3X%qgT0J}TM{(OTOIVuEr}8@EU`D;3oBc+QFnnW$s^8x-i@2J*;#L0
zAnkomjV%p>$D6hZH<J|CW0Vs0K9tw4TKvGOQy2AT?ezHJ2b@O|P=8}d6&A}?5?@Gr
zcerWen$t~V!V)~0Rjc&v4d-s$R+oR+ZFD7KrLINpYU_KdM>l&He?N_x$k(h}ChH85
z$P*?7Unf}^lCL|6KF1?fko{6>8nvU@#)%PAQ6Qnb)!Sx7pS&)yc1CwmIq7Q`<5WE-
zymvbMXopC3MCNZiyV3#kVO}BNql~O6Ghg#u^|@2MH!W?how-kkbEDl#8^69Rixu?0
z;Zm}l+Gt$7>_J5(@$Qb)tt8dA#czuOO{XRs*?pOguhbijB;8NXlK3F;5L8ifRTXwc
zSID00GD>aU$e%||F(%UqI=@b};#Q9?wiPV6@(p|?x0345(5)Po>wQH}MrXdIta8Fx
znXbDOX;U+>sFVW)`VCYlPk9J49%p<2uJWXs?F$zd4q!psB=D^uOF-N#J_6X$p%iH?
zJ67TAewkk_CafOFV8<;UpH~vLIWtAtt(ypS5XAB`g&o}8(!0G@3|Nm_aj9!^=A1@Z
z&n+q0^$$L#iyYcPn@r0Jj&n<nMHY{H$%?)glhxmR*7vT%6JKi9TVLsuy6gN=sxLi?
zAQn@>;q%12=1pW){%e;hwM<Pp4aDsWFTiZ&d+j7IDlqjCqgt^l%Z9iL%Z=mDDth{r
zAe$ivO0Vv=?JrWQ-26^qtaLYB3LO{P&87@I*IHB2F#TrgwS^u({{8&BnZ!-t^QIj$
z4ozRX?QIl$`D`h624#6$#Qm*sS^1EcgE%PpmAA~v^F?<;N!L+vqnuu#iARODg^Q-a
zcv*Vf)KBZ$%;ZE%uSbtQw-G+Bm5DId;*Z8>%mbZ<_^rKPO}<3OjZg2eX)*~Bs$OMY
zjITAN&#E^gYfuF(Gw-VEnm(JUC)lLNv5-8|GW7s-^!$(t$T{<d@)|jB$!mC~qSUId
z@>c)2yR=(UI%DFBrb8Bl+*e44{{V(*3)ooQG6C@2qmQ?($(E9{{i@T^8*$;;(+)$#
zk48836WP5YnPTSO)6r!PanZUt7X|v11bWz4O#HorCf(v}(lK_7!Z$rIJz&@-)P{;*
zdtiP`N_Ductlg*~HT`{N#GN-0u!(3GusJ1Ujd$$X0NZ*duDf5DMtIB{j@(}qPGKcH
z@0?N~NLYlf-7n{^Bve%Ry)kL1_+g+R;M=IQVxgAxv*|Uj)$<|-Oq3aMr=3zc<ZZQn
zfHs%UdgPm_Fe2%7uB|}e?U#S?l#Q!@D-HbFBCY;qhbQs2NMbUdyqPHOAxvdh^8Ijj
zRq>DZ=O|Hmq8BxVpb{Uy%ai1=p!+L%^~*=A&sj0%R}GZ+@5p8{lpAQmtt;MoCovK#
zr7~}q&1p7ow~*o;8rpu1*QGOkK73IWXm)@fZl8h4@@<-y6TW^jGq89<`0(Sk#Y7gP
zQPVKkz1gVf#dfu1l{1%_rmJUjbZl8f<~!Rnk*b=I_v_n@>T;aVNwOz;2EGGERu3%A
zyx#e}e_e!5<osdMaOYd=Ljr?i)u-RY+NvWpLfpK2&0_w$xvs;Hx?f)J-G4oC-O_sc
z)k`C5iDTO>@!DHmYUJ88Y|Hq#@*|6t?}X~0_fz_WlPZ?DXY&+P{HED9G<0jK!qbJb
zXrNz+`CBvoqsJm(F$Q6mDvv(XoM)*nPEUND1V!0p&TFaO0^8XH{aqaoexUuEf3rhY
zUc9`SHPyQ`!l1YOe#XeSYE%(cMGJbf0XF#AZlI%3lYJ^+s7_Dbbf`G$;if>J*ykBo
z;HqcM8%<wF{8tyRlV=T$947Ia)<T88`to7_<Lli2ng0L(Keh}BLuENF8$&6Fa%c{7
z2y++>ky0`_<ur22d80NtAIjvMa}nj77%hi*Q4S?r&WFexb4v8x`|}5Uf7ws_VV7Ml
z+vEOx+;6w*^`_YgJKI0U4esls%g`9^;|e#Qj0|Bw>DxXPBm|v(SE}9HAuJoD{r&}`
zn5u~|0RXVGkvv%`JTRxdXnt;%SeJ?+{pFv;<6vQ5B_kCmDP+e)1VC<tfd!`kpA-rX
z>oe6<0&SH?bW~&|WByX2V4K%Iy_UKV_|2wEIpJ=H2`3C@*u&A8eK!Z90uXHD_$Id^
z(3-R0B9sb({;mDJD=pf~%z`)ftYV~9HKlx*AiCwE)b?KfyfRaX+M5c50)A700dNi8
z4rc1&x%QN>t=0AYS;A}niKyUj-P?O|1H%AJzxisIC1Fi<Y~!hBuz8&|^B3PA%Xioh
z{s0-9o<OXeIX|`1R8Mr-G>s>Y1ApVeVc^E+><51?mD`(bzXYjG2-;+L|3VEtBw^qR
zCIpKT$8a~#GqQ@m6Rugq3ZFtgC&p9Qk}E;B@aogkdZ%Y>h*(Uj6D1C9k4DFGa3*8n
z+&n>B01olwJb)HqCZr<d7)(5?Q~b6T4EV9V&JgI+#0*!xgy;ne26veZOi1%&#UxIj
zrFWoq#6t5n7W)TWIg(p*g0nPN%|#^*dDg_?i`t7v=FWI<E0nCM<$4ZkH+imZo2zQ!
z&V}Dq!{rX!YAr(!4`*=8)H^-5eSe=CA9$R4{N5c!+?+<5$ae`eCo*YadGdSTr*mtH
zfw|q!ZZ%Yuw2i+Cj_UMv|9XWoHM*HM(UJ|Zwg?;X`K;4<+nTFJHqqj(`Em}<1(^gK
zUk%*3S<<lWS>bqc;L9Cj|Aw#iLypDOjU(#+<E}f15ZT=Ih8fN@>#s2*A_)G^;pdOO
zoVlV1EWb3UwV!Y2{r<<rWEuW*W>;7(4PEo4KTOAt4_^uV{kd)S)o7zb<MqyE;<$DE
zPh|YL8(GU|%^)azTgtqVcu53AysqHYdiR6WPqky+B6`aplSk4Y?Z?g<Z}1u9m`zT^
z?t))*_TJ78tU7g=A@q$vE<U*ysoa1O0G^r9?iAw7zGYpRNe7KDpSOeXzBPL~{hepP
z@iN3P-rtgXtMXfTL3?9qa}3`0(aPbO`%B;V$9Z==%b#wIutt?_y(?apTHg=Ko#R-3
z%wd=T%8<8TLy1q{#%_q2NF*VQJ!Y5R+Ib|IY(;)A4g`ETV_<jlS6y7L(PHG#*8@_0
z=6!>t_l_pp<CO6R`<L#+TAvu_0}*HM%ByzwH>y_!^+~B|=DNIj^HDo{uwVPWXI%}A
z`|gu_?YLV@ayRZtn?ik3OP_ndI&mo~>ir&(WqF6^8ZH*uCS=8XWv6Lyz^%*gji5hX
zJ<0##(Skf>C(V9Q$#-XylcW5P-9u#A&%KNj!^Z+&5N@cydhzvZU+^t(p6i!)m+rud
zNnPZ^(}?V!iuClaJh0Rrd9f5gf#}$d$yOR%m@yH=Oi23DG^GlLu7*3gST>HUZO9GG
z(m)BMgr0wZ5L({42FKB++a|IHKxF|aOoGq1)5G)uo_y4dtg>)}E6-YIFQ;}A%m~}P
zo!X?_7J^4W=?7^=dP2_OhPy;JpA#MA9ca%E7XV813tROok*W@sR!0(`W6&+(p#V0k
zI~n8?EUTgprBNr>I&{L)p~>El$AA>E{uO6cC7n5mBxhG$OcsOJcDL_@w%*IoXMOMG
z0~P*Ww7#D!Q&z3bFCTa2_~_B3&&#DykbFJw!^aPAVUE3dI1F;D{kyoQxEC~ht6)Lr
z#c;Ml(U+*9Kc{Ux#T*C!*uH#u>fB0$X<x3=!~Y}ow}`Vz{ioW@WgMOO(}zN4WU80$
z+-te{`g-Lvwo)>F8I{{oTb(v95qQEN&?ZoEyToIgozgB#v5Awmx{_ABQFA4K=GP3|
ze(7Cl`pB*BiY9wsk;|w0N`x-$q!s!%JgVUJEY1A$E8<bwRKtX~sdrB$FHQu9;e~xw
ze_#91;y=b~@0aP#FYuZ2CDh%7be(al2k}K(k4zLu{RIXkpMo9?PeP|PW3NnpIk;YT
z+H&QDRrIL$x$WiU=JE1Os`~Q#mnf#`nX|uCz#*1Bmr_VmDL25m)zH%yz|Xor^k0?E
z4oi*VY3<*Ou64XDoAi1}?VUyG>N^RuKiTtvMb?d6<>jmV>gJ=B-JuSj<2{#gB~53J
zVL=ogWJ2(OkA>&aRnLXrx9j}BTze2XhzWNt`gp_I(KmAPhV@O8zQlKS20rD-*~Roy
zra?wkMn#Pt&IInQBN%zH4hg$-q2NpQK*!7KD2nI!drRXRr5@+&3%OstwP*QQk6eE6
z{>IZ&nKzyj&UyR5OFk$Sr~QvhskL%PP^+);zJ&VyRtH73_cC6?=dEuK>yLKKUvu;g
zHm(%+nY`g>9;+CfdA6>!;v<0hvQ%IHg0+?H2-IYsn?Cer$b#VXSFH4!W_&g$Q;&9D
zK`u~4rNEyTeT=qpTM**-_1O!QrO^}9`39eF*zF}o`4IE^QgN<=(VT7HW^c;IW2fh?
zJq<q34GNkivaqrj_{z(jWNQ<|kJ|fGf|c9ThhW^(+#0C7Zi3V+d>ao7^{iQw3>{a6
zvhyQCL99lwe{h#S$Oqr0dkvNPG51!go`!Nd38J~1>`q!y3E>(`ahlq8jhrl02^MpU
zrq3A-VTWhoUTns3ZWFp+n9{wNJUuB!+8r3f<xSDEG<sC0L^~uB65m7+jpoR#i6GEF
zfX2=mY(4lOs>M(DMu!rCL<&y`QWafCMF-Rh?@XIsdFPZ8xz|t2aa+|RQ`3Kg{{hIp
zAN1awu`XI}7u>&)+->ywt7KEfzF&UMZ(Z@fs%4|k;&lwZB%JyKHrYSOQvD+g;27t^
ztceNn{A~#T>l$wM+;S>vUjN<tti>kbP;y90bMq*<@UzdIFVg|bCpc3U2ObVxc@pDS
zeNMu-;i6fB)1hUv_MH`l_m`gSb(!kcXGVVf-oEL7JSb_fCtwdL&T}MoSNyqz@6Xzo
z4m>68o#6G!lBiC%sJdv=um1q?J5_zm%9^!_or{0nQt&@=7a2wW07*t$%*VlpMPSZw
zhfX(`Ge#5@oZf`OcL69Jvo&4A!T?{C)G!1Jj+0<F){^^R0%g!~g2Y}}M-G}xSruj(
zF<56boa$zWxVD1o$oH-l<j|oVM$f$PX<;g2AG>?z-o^2z@ik0IAWOa`G%Vm`4QZV*
z;CMpPgmP|lm$W~YV=`h!<A#RBB2-jJ#VLKR7i7$9yZ8KQ{)k)A<|psdmjS{7#U>(y
z<s1qX?$ZiN6|(*>4(L;79EUMKynFW_r94UG3zV&neVqP9{!>a`Nx?}W9tn4Z@HgVs
z*Yf#LX+D>*xtP|Rxn!;D-od|0a_`yLo-+tgDD!)m@r%;y)x%|DiF;@_3KECVA1tjO
z<~wRLaODe8mg}h~V4b+0CJ6e0jfn@>?2d=^lP24kcVZ4v6{EwrW5m^Fj-5`6V`h)g
z{K%yf<!KZJoQ)g59BqaaG;DX%a!txf+l(0h$<MJ&e$cd-$4jJGZacQD6jtf-p8`>u
zZ#LktVp1hYl8_vr!5;))g4e95?)+^S$E0`a1~jDw%eqj(OW+QMuQ<53UsQFs8$*M#
z8;Sob8csyDST_3V{t#8A&!0Tu*i|S}XR~Uf^)|M^E0tI;Z<PVVUM~T0ASx|Sn(;q>
z-F`(I;83hT^z7Fy@Q~3*j6O#4Z3oBzbDhW7;kh1YV)WZfos?4l?|1bTd`#_6+L|pr
zP^&Y=l;1L_R;xHMtbXE+&6_uAyyCbQWsTqKEOZB$xt?vCby3fU5yu{sC&WJ}Hx*R(
zubPVk6+DW@J;B<aX8R_$H@ERIiV4c5->vS(P60B~c$umSf&Om+l23;+N}t=>UUN98
zxAoOHH2B0z_;zySO%RU+5eGX9cu)e90RX^4he?<tbazO1&fq4Sg3vF3q5|(GuH##i
z+c*&GZPinJJcDyEL(5+(s-zG75$RNoKW-`<{b4+ZmdCm9Ldd&+XT$SrCH+k^XesK#
zs!$aIBa#jIALpJva`Be(GMfC3T8X+9w~Fv`jaXa(j~zCMLlM9h<A`qG{!p@NI+G1l
zW^8q*a2(C(T0&A>5-jKc9Q*_54vL>exz((Lc0iV1SWpm1Gz!n~$U4|XIf<^|+4XkV
zk=rJlO9c1e)vXu=tx5GCCgB?x$vuf*KdUDF=!&|)I5CJx|InQ!Ns#Q84$FdvCp(u2
zL#0u>a0X~Ug%3J5M|O#}hO^;gUi|B*{6XzGKn!ev!RJEX&G)lx+JJP_?T!K4Ll~@P
z>4=UV90d;CPG2Pa;Ypn$k*CsE)Y(mZINZAc3mDf>!A9NQh?#6}jQG3mL{yH3dF#G1
zA-W30O!<{)IVDXcHY%YdgEdle3#fSljYOmuKpFt<6(dCliJ#5a;fslLRc!z{C5I9P
zK)pzR!(E^kz80F}gXj*F&qvXch9yBg1IlwyK}71je%Ms<D&&t}aZIzIzcOVYxFct0
zEWI;20H`y$CN6)YY(|V7g;#seHZ5d&bcYJxZ|pxX?DkMr3HcyQPV6`|X0)l3m_)q+
z*S*KdoBzEoPG!Hb;(!jk-?-@8(~*V>7Ihg=ZXP$uqW98NuzOv8A^(4=L&2;Ec|$j#
zW{tw>r=&jBo$NgoB{<<m<8($!<KtQnlP3sJ>e`x+B~y4@dtEPU0&^q;c8bcEtgKqT
z=;WrOE~~ROw?oV6KR@fCsUc)|C=Kt=ujAXXXLu!Rq{#BkanoG^8#Gr~&m>GQ6@^Kf
z5(W&`2$qOSs`tded{wzzi2R6IKX`O65{ML~O>n3RqP*+KNvBlv_9*$1CI{r0NunE}
zZ4<5JZ@!8WXkAdp6>+M#@FjEV={P~*cvXg$0clOO&d8iqXC$yJ;Oqv4|DIGb4`JoI
zFD3D$!W;Hi4Ew`?E8toooAMWTSrbNM$)A+ea>NNdhv6guM0f&;7uM|dEv6qCIi)ty
zJ9g-aU2Lj?Bv<!@3ixi*&RF8cS<_^dAWlSAKn;urTa*O_5#g~208(NAqY^No6-nLd
z%;$6sPE%3eos@WIGR<aZyv-RH%UY8t7+8#xlNv{@`Uk;vwzOk~sapDIv1q<vFg|fW
zdA0)(Jl(sy3ERnW;e(KNh4{<`mG~r*rqY4Zd>zuL;2f9r5<m)U6~t2E8wj5C3guyt
zwkGgGDq8F^`<xNej^*IF6s+x4|8uDK+^dSG9-TUQCC3zO)=V)sxG|8H7||;EMC9FT
z+h13Us*PBe46gsy5GpR0H+VU+WF@*B>}P72+L`I=@X8L=`N!SkX&sQa-0$IopGr}b
zd40@T1R%Nudj<dG@%nppyv>ha{{W|686SPV+5Y*gK?z#tcUid)@5ATXh$NyR!J=ik
zuj(TgwO-w~keD%Km5h;K#}acaO-Hx+3#g_%xDw=hwq8Uolq<{$t%-^us;?Sui0!dq
zQTzBETs7lqO?CPGxvHv0_r?+#9_IwmmC~u=(-N^%#f)vPP97LWRm;H>mr-QnQl3_X
zNqdp5Kvh5t7>{adBFQe0H0?KNuyc4<<c26DWs2P|_v6@T<>SMz!6_xGU_aDBnrg#@
zpSdrHzsC*LA!{Opp{B-#jw9HyAFf%CF~K0ob;AWCH@3C`&GbTuWBHQ4^GbR2r?>Ok
zekt9)Y!SDOh|~6sK#y3T^eX4st{5=zMWEq(w@tY3j67xfEVhrizy4i0a>lE$TZH$e
z9K(c{;1s9m?yh&$!A1V7S~++GeNnXH<J<{4St{Q|Be`i{P6`}(?kS4p_^8Il`a?pK
zzGsC^(V6o5TzrED<mIQifC>dfCj-a0`RmvGddW2y5myKyX-IR6;Y(pT9b9NpEmb0T
zv!i#=3y)ab*1GqyKJEKUxv0}MPruw5ve`nG6m3Q?-#p2k<ysE?J%Jn|=!=x76>Ck%
z66)(_#shi1yL!F7t7Q1kx+@h|@bbvxxX+>~TzWn5I0Y#oBUiV!Ad2b~l)S1Ze&NfS
zG8jA-wBjE`1!`%GbE&T-?T=%|ob>uRk~oq3d5oiCFYX>q4PkhkoHm8E&8g+)`<dM(
z*E*jL;AnGV&pPHo6c|J!Nvf$Q%|Fadhk;Ijv@Hm-s2gnZ&cU?i0gos<Lqw-gks&((
zmN0o>I6aRi8ojn{p0%@yf$H#wS%L`(0K8N+tlM2|O-I98b8C$ZR^jOaIT;1B&w4@3
z0DJI7IxB_sz&fZ2D+Y*Eu^{E<9u^SLg*C~WeH50WU645I&psVJfKo*|Za`i}=!90{
zz+rSMGEPnzzzLU)U^kYPMRl<tlO(D3s5wiD=7bX;|G|1eesf|1WDV?{U}VxU5P}*o
zhoD?hb7-Aen6E^}i++IN0*uHZK_eQnTHQLPU7fg*HPkUfZpniwYHkw<n!BKTOPoC6
z#G@=+GkstLilM;8utwdIVYz#_WcMT17IOf`YQ-!uqVY>QW71raojjAWsxi&eeB7zh
zMnlNDFxp1*s*9ggW77AeDWact4PY&&!gv9>CU(F^bb!bSX&{KI_69Q*DhQv1gAxv&
zL6lbla^C{bbSY_m?LEW1p{QqLq?WR~O<i<D`D++t2Q57x7PgxJ+)p|yJT?$8H5e*}
zX6V4B0sLAn0F$wxEsdQ1MU6p@G-p_^^4JP~->vR&y+n5y#9DR2y7>n%G+=X(H8DJX
zY**J;8KT5}Cu9O1q9d){jt+=jpKaKToHATdo;uOb=iQQFMDGAXMA?D4eI<?r{=a~O
z6W!sIUCrE$HgjVrK3$wT%G@3uaQ{z~mHXtysrYxZ+v+Wq+2<m(+v1BJrG7iLEpei=
z;MK@24+rl$T=PiD0;eVPbY2t>vu`h|X1rdqw#nmoN$Fa!MN;mevVY50`In?R+h?az
z4(!Y%sPwZBMlN5ypeBCI`*#{|8kQ$4o1^YSSOop;rP5rHQr|OyO7pm!GGz@+g3G-5
zf*f~r7Ow`!_$v(-a)feU(hT>)>wEW8asA2{G7k#A#mg6w<>JkVF9{q?*RFMf?B~y>
zn|u=CcTOU_Qo(*nQ`L<U44A~H^Gp(h=w1R1CNY$OAdN#86iHC41CqBVh0j`d3lJqs
zIwfw@P33m&f%^N!S#}wGJe2?C>as*9L55^OKV$9z_ATaEzf`R(48jlsCFZPwy7MJB
zgH(bflJI`DBoK6!JAE+((rVe*&TB2J&NN;YU|KS2U|r@CgAohh@B>mBwp$YdIbN4D
z@S!fhZjPp1YRNUhL1kzER8T%#>n^NJ1=_dkmu;;hFPbJ*#$UQ>DwJiNQIPpCcGV7x
zxh8x>F}=<SxDM-#PDg5X!T7`zf_B!%PULrW<B8f0WG<{8BzG={`Z4?2)$@wK5;J+^
ztgMq6pU+~fj+xn>Q65PH{jG^Z^x(_o`5K=*{A_;rhSGq+dMse_0}Bu`2V?;PrRrmt
z_hF+n0H>({KX^s-VMs)(6rT@Fmt*~viyuBvzyswp=tWLo=es3OA$;@_YjodWK|2$u
z!={8T7o(|xz1&B#vTopT@2;bNfa{C8{{Y9-^FM0(iMYr4PILYPMEtcYn?LmLdhmMs
z<0iOl>3OtXu*5y&>qHfw#puRk1p{WP3E)zj#4v}P+FQN;F}DS$#W$OK30WcN)*+5q
zKyX9duJJa?_Tbl^#v8ZSkj887t&{$jS=!9>)#0(YZpH=vUp1{Oy%~H(?=yXFoS<o4
z3F~Wf`xR+BDLUdHePHMI+C61cj9^y$$^$Lq^%Zx)K9u*Tkw{(vE>i|0FCNsLatA8j
zycpN^9CQDvcT3a_UDN-x9pC(fI>sMb)jv9=*jLHxeRaN~KK@FyP5#Y7UU|Jd?ua=f
zJ`#|YnDn95#Uy7#*r%zlBDAFHS+*77nFB66u)ctpS?F=r1ZP9#)#K$A;@fz2=Zc5#
zq#Q?X>3LZQ45;}uPTsNTY!c^%vz`1Yzz3LXGjbceywZ44W5?(gmjaP#bmw$x_xj3H
zhzJ(g$?5Vo6{9zx5ihF5&C%l@4Twl`Z}SNdK#!Hz4Wy0ee{pJTc;vnFwMtE)(o~l7
zA?~B}eeXctd$GlUM`v&j*y(1_^XrF^?>ximy*CdW<~x^e*Hu^7j?~4q)?IpJbw$*>
z^f~vvrws2CXSq!UQ!--7;urQj_cq(yU95ht-miX(^T?;N$>>J)&(_o&g4rPYG?904
z=dc;C0tF8&<Y{U8*4-|bBI}3#?DSqOughJC-}ZQYuaR0_9C&W&7e-s4PN4ilIjp2B
z$J8cM28|K!K0e`aPuZ#WRdIqdXZnjANS-V6eIA<MN4HZ`o<sivK~BPG)tr}*VJ<!t
zEvGFdR*v=AD@|R<%X~1PRS_>}IhT7O*1b5T2>YqmHtB~nBDFu>w86XtG=Sg-D5X^w
zE{aa}XsqzfiT09}l^Y98U_g`*zq1K@vX|=@o@^8>RjwJ(8{17&UfiaVwZae>2vRC1
z@!igvCX~^Zjf!0U{pDxfjOq30g5u609Jjm@x2ilTMXw|McMkApwowu%b`jnM0&;S|
z=m!GgVF)zcoR1R}1ENBj#`eI;4`eaOuA?Z834vWfX=ADAtZ+JTvgUz+Q)GN#Vaq8Q
zh2I_Wh~g9(1Sk9d5LYgvjqWwgKqL^f9;HRY@XcMpV@dx2PTI4PXTW(==D^gNgfRY2
z!W^L{ymZd2^>gjFN&ZqF`bUZH3>?&=n8^%X@R0i@5oo-DdUykUHNeE=*i6Z><YF1s
zgb3JoBG-fMyBN-_VquDnHA~#jiW6aw<F9j7@C4ltdS-y}mHBa4I>+$%*(m8E(^uE0
z-nn*sLKg(`E4*`jbBr_nD7!?MpBJqhTX5yb$b~-VE9;Nk<O%?U1w|Jk#9jRZBw=%C
z%}H6yby630;q`^v^N))0mdy{Y&Yx7vzW??zx#*I@Z%>6^9>=lP3Z-ug-5<ux#y=J+
zmgmh#v&x0+rR=@@d`I9EUDcnU{^R}~qk|nsd82iKG=}GI&+6A_&;7kJF|X%c(<pc+
z@Yu(i@wB02XxKx|?XOGesL;xxBo`p1(qdR0(i<Zz7wIINmUfRrrBbm^`YMMo1$_?c
z*N7V-z`jm%8Z|$$w+hd$EH0344v7MReFD?$yCM7>=w;3vG-8H>x9JGh2CFmv@HORj
z(a2ypYo__a@KUa#$uH-nsMq>>^4<#RW<Dk7^jFo9ke@?pb%k~9*AEpHjYTyBHrU|i
zNulwJ**Q}qmcvV^tC1z!-VL9S6Akuq7uk{>H;;H!gs|oHQFZgftF2Y{FWdU?M%g-=
zF7uAAx^J1?*m`2e3~Xp>dFTJmu1fFG!>93L766A)3(tDo$qJF6Key{2efQc{?3}-<
z|D!T=F{j(0HL;bx*kIVBL8{Hk>JGJckOzC;T+8l1smZg{^X)uh&RQO1uO9y0sPEF_
zE4?{_^QE=X10QwnX9CG|1%M%sNy8|E$h+Hc@wiuSqxN%uJ?7_?AH*{E9sP++w+nPv
zh|jw~@%n2Fgl2zF3)&`xoLy{l)pM<zeww8^R3Dz%>~X<r%XR+2NY5#wIu`Ju%IsA$
zqj<AKv1Hk4yNU<(!hx6S>J+scO83ib%7)EvYAaSKOpPvY5k~C7s*W~nTKcM1XKw~J
zf7LK{w20^|{8ZUEI>aedb|>)ulD<`JoW2l1+}dbgRLpxUHIbe6gwzQ$ISZl*wP1HB
z-MdM7j>V+?Sn<|sytMzKG{vM6|K87y|Blu<gLXSIMFet%<)F%eCT5izepCinEsLAW
z>M$;}{lP3>EOr@jsb8@-c~r}Hpep9`#rGW43-R;Ug_jk1ztXa(!dTs7JwH~G-51V}
zzPO}eY6t*n@AT%Z0YjugtaL~n3mHD>L+9x|2!?3V;NjF=q`x%!fW_oy&*Ux}_I396
z*Di|SF7p){e694i#(s_gRPs1%ovk}2mnL#o#b^hYwZNHCgy(0UxYD|SL-;UZ>DHgS
zoY7gG000ys4v5U3fH$aIHc6n7z&=x1ti)&(t7hWFKS0@U>(O2d$8RGg#kd%s=W-S0
zqS{y?fuc`uK*_cSm7E-A@og*Fu0LG8wNJ!nzdaV{+d!O>2N`hxi9@+$atc<LaB?#3
zO%mpN^KRH~J)vgbc_w0~_UiSr-Kye|+@bW#>>}519!<AB9c|&h)(VCC+01n_Ou5U+
z2YnQi?keZYiLT407S2Uqp4^+bqQmbj{k_u2F%ZiWljLV1Ek0w|gBRfE1w&{@pI2n6
zDLwbupCouInD3RBI7&q>-n1<<Gw2ETj)&ab&ql-5+ZW<xYy;Cwh<+;ZY-`Gglh(Le
zlTP`H=LUS2(w>fc!(^mgRt(E43@c3kJT0;*!XPOm$!;Jst6yLwH18<nr+|(Q@c#a}
zKC^Es&;{!&)p@jc=<0e27%P=F`gP5~&Fnwh6POTF(#ex6RUZDi)eV1o<Y4@oJIalV
zZK^0&ZWhc7>z4e)e}ULCCTTPgZntvHKgigo>c{0NzclyC2XRQUy1fR@Q5dkf2jUl(
z73b#q$R<sdKfLVMSYLnP2W~t+RAhqi4&H0<iMZkOL)(?qsYOajcX2LX)?Sv*_gEDC
zDV0S9n8?NljOl4e%zChrg(>O4IJTb#OeZQcyO3Z(V=l|OHHnQW^QpW8J!MKj7QnlK
zejxc{&UiDuEAnN0?9TrN49RX^QD6W9+Upb|it5OM*L4ZB?k9B<_0kvAfaB^rTrMfx
zxwAy1EYdx(wV#K}4e5)F6nXW;YZ0vWs$rq(RHXaXnNjyLkMqi&4ZplC47^=)Ylj})
zEG%t)YszppSu*hOmIvHL0h5=dBCB>QEAxViib@vmRFp?_OGW&7_OzsBYqhCFW45}=
z^k&le%&Lzk<<i`e&$fzVf4o2eiBa&hAWbbn{MK%VEJ)&oZ^X`Q{}Z*uq{_tc2A`r2
z^x7}%BxuDOc&0hk^d49mp3a?QXx#NCc~Q1R(ETgc8F%$9C$HDd_LQIvE)2!=8r(4F
ze33U<<}9y_VX<6B37=Ep<3HXFNLViwsF}h&?iPA824)nc(WRym1jvHMu6yT1EPAY^
zokWll|B4IVCPX74=?uW2yJiQcKtQsE^OEJ_RM%8+4-_bzilX)Uf#;zIq9iCQM$lw6
zWXbJ<uA6q``}v*puiN6^OKac1yfptmV_X--e=gqP{tw{kGuLl7<yxb!*IMGfTPHGl
z()9HNO9Fn~T=M)6@+$CpLX(DM)lf_PMp>n&VBDqnXH_S+MPv(4RG8iL*0JAam}b<=
z@B?gBLPn?7P_A<kaIxcZ#)HlYGLg}052K6NX$9^~W5raAKe1RD#2Tmwh?(h#hx>SP
z#d>x<y}9#oG;;hL4SgGvdea}hS%W(kX$viZQEhyM<qnw-%Us{w&*ZrTeI+w{@nWKk
zshP8q(+-LhGZQT3q0z4w?L9VI%LqTnof72tlQmBTiuq2Zj`ffloz=Op-K3Rp$e)Ph
z3BU%xCn&!BCj!{8$tK`(!v@B35B$o!pr9aWbrf)y2uj>^#_WoMI}##ZFqWi3$x~S>
zAgtb|Zr%rFL9SU&n}Ys5>7cb44iq{?R+fD&0;02;WL*)94F|p}1SDbwkvQjy4GTgN
zcGKt9#S?^rD9nMde*iz>n9dAWep_i>CG1o$;D9C3IQ<XsL%Sg1B$fww(4E=|N{2Ih
znaN_ptLQCq>Id>5qi!Xb3`xGb!|tPb*DX$R8n+3Ib!gCy`6Gxm*rRnqGZz<M%vhJv
za=3UnyF5Xz{4ebAV(aob3$En*77w|HeI1sTEAvN=w~<2+avPS%Z{B;S(84MI50E%z
z(`15qGAlLx0`nJT`x9P#(IJVY_X;{PQF&Qx=Tm&8@$bzQ-JiGX8HyGaWzXLu%TeYw
znQ!9+i(*Ru?ECzgT-Md@j#?-9hpFV|YyX&Nl_=ZLI5<5`NN`&r5Lk9)dsjT8)@6<a
z9e;@Z6$@x~eD^+kH&5Gb8<qRx21}fc>^wr|Y^)zik<xd5nTBDf1nx?6O@LEt$y*)C
z5Yh1fjeme(cQA-sOF!!OMeT!pWm#A-BDXeA8o{FsBCYrnCfAfv*e_l4HjcuKC<0;)
zFc=Ne8{j5SX~(+Ep@p<U##K~gkpMq)<J>YJbVrE;ESxg~NJ&o#PWJs877SKy%IUyG
zo4^D?-6XK4_O5I&bs{)K5@s2BxTB)`q`QG2IMpvvup@|7i<Z^i9ZSfQ?l;2H^8H=;
zOlXrU##y*RBz*?%H3yjsQUWDQbVDFX`w6|NHNp%U5-G76;#eSs+}c5q+DHFD0ZH5m
zK$5bcVQ?1)#eJv@lQ-X`FKR!&%S=ddGWrMb5#7yM6Rt(=^b8WnDM}zDFoeWl?VIF2
zUZ|dur{?rSn7RFevIsAf`5ZBXZ57B@O&t#sa!L?)#XlhqSNMD-dp~<JQr!7-+4v>a
z>Y@G+hqlEhfbnV%WR!$_5~i$*66ZAEq4ampxxoit@@eB{y;O!K0y~8sF-)J9$kC!>
zlYVUQ0H_^W@^+Ii$}XGIN}rsV5B+VTP*@pw!^)83bBVlZbaY%Qpu|-`_<9wG)w9uS
z;en;@6}=A6J?6^WGF-~vz2!qc<I$-wj}}8{$g*037^U)2&=IU!OLS7H`$OW;<Ljvh
zbw#=ZmC{x?+1%<9`K#_GftS8D$NAYhJdHQS`@&z$<r+IYB}qGmK##+yJed2%4=Q;7
zJS|@q3ylsvYR@PCMSEO5urGM?{CcilQGvUNLLs-J;>g^C8nP+X{ZmGL{zMD@P-=8}
zmO1bxtAnb{zJNgqQ*~gH7ykiLhOZ?2SHDJEH8LrzfX_?VcbJ)_2%klK@B~+&PlXXY
zZm~{_8O&EMyFst%8Wf52y@1I#8V|is;M9L~Pa00)kNNZGuZPXR_i>jjkf@|~cT7SD
zY<(+%G~>^|Sm%l&Ew0h{5(`2n0-y=5mJ2SHF6ONLeL*hu0Rqt3jSYkcBsQi_I)`ER
zAxMZOT=@gaHHx|$Ba5aYVro;AGgtBW+#)wPh$P18Y|f!%FqX5EHQ0demDZ!dqv|TK
zx)=#*f9Zf2$w>m2tOh?qTu^Oo7t!^-H;u4%oTa(SC;SHwktQH^zxxCU1`tssE|q}B
zye@wY+>1$+-l0)2Qgn-QV0acN<z39fKoQLkcP2CprL=cpLOL{hTDXfB_z@!ibMC0b
zn*fjzNSwb@1DCp^{Z?2yKtmS0D9A^ni5qf*y0943TnKY&FEw#4gN$dx$5FwOW6V`I
zkAB||`F~<0hu8kLG1z;A9!Y<KHVs80uccsT;6!7*U_gVwhybH?0NzXLSPARMLfmt#
z9ao+5!jL`?{rKG^Xi6|3$Q2v#7w6<t0)q*0r)3EXVI;_tUcE54S`}}lsPl<6pne`@
zN{1NFR6Y>E!7e{L?H^3x`yaV-i}j=g=S^^D(aBbVYV5imG!+<-KJJE?Lq}_IBsMvb
zAPra~ax%O(@5c;cJ%lpW?UlC}K~C^1HrdLTm}P)}AISlcaq_8c{Bt}T6NZLIZF9X^
zQjwh4&9Im()pTL0eqY3@-t>cHIQw}uf59$K<kgoA0dVe_UBYRHki^CH7EaVGi_0*-
zO;mHNgTk)iCx=di<xtt4>wf^j;UkC3>tfHVG&XeiFAz~iM-hXfPV5CGZ9>*C!AI9I
zfiRChav41O#BN0v%G@~9d-SZ{?r8I3{$ERZ!xbbw(mF9oyS)V&TeT3Nyp4^BNf1u3
zBsGMDfCik=N~rV+EH0P?5LMF9o<p-Am$cG!Ra`iEG-pR`-wRph!`wEB_%7q|h{3xE
zH<Sxx(Sy^;NR7*>Dn_@^Zs&0hR0ABn&o<llf;Cwa{5*-Xks{^qV{+Uy$IvQa7)fkU
zsuCb5X6Gmj&Bj{Ea&U2k0Kpwc&gLYIiSQ2P&J~x?<hv3JL1Qz)l7HpR$phGRF75u_
z6&EL$#X7&5@D&ppR7W;~qA}>z<E%QQo+jYSj+}L@gJx@#sj~chbWQ;xiY~d}#{T|!
zBwcoQRC6esAT|<z&l#o%Z>$xTMxxT^LIy(MHK4@D3u>y-eAp>xRj9iu)5^dD_ld%7
ziYt19<>r7<>1a@w8WmSKiI;XFlg9}RuHY174mN@TaiYsSU4?5S?_kPT+;N9>_STku
z^}=k>LlORxcKhPOnP{OmH}4sWl)oq^PGgi~E1d=vw#vNlL$#l!XB{|9tAjz?1qvc*
zr8lj(WX^glnPK7tMG8z5Y!$v0uQrPCKE^$X;7+UjG`s|pwUObrQACSc;^HA0odp{<
zw%CkXbWy48(G*jPS|M}E1ZQfK_GtaFvk9;;6e}^{{XBQ)SMaT`qgR$W5Gq;Tu?dh9
z>O+a0cTJa7xR;f)Epx<yO8y8+2fQW~B&-V7(rIfW{V;v~Bk=Oq6>Wv=WYa9Pg^bc~
zk4`QjUY80d8As#@?vWCRfY#wb0uN^U_YQ(KIuhx==?Uf%3w(>dDgl3u!_D`|x&3<m
z`Pu`W9PDCjvKXgYGUWH3cG)tkp^vR_V*fJ@xa3G~)PRN4KOjQ3;QKk^MgfwB5>4tV
z+`<#EfiK%(A#6GV`^Uz;v6FYWPDmFs_860cQgw_X%V8uoBmgDJ&h$Xl=)K4g=`cO|
zuCzZFx9$g8_|zWzdP?M=D{_LCCsHuL=wa0Lz>K5HDZ5mpAEvuT;)PTW#{yyj<doKv
z)juZy>t6-eEr7k&8<YSsI*|+#sb)1`EQL4YAK+=2UOH8hmN2(!$m(3H>DVMFsdsOs
ziqid(Dauo+>|nwoGnLCJoqi`HNVSoiyh;WO&&DYfdbNCYP)M~inl>QAt9Vt0djxHU
zds0pj5vy^?J%+sfaV$2HI9e@d>sN@Adwt@pTm&yHqX~4jrMQ@L))ZJ0Pe)W(kmb*L
zo5KYb+Za%K7g94FUIU@fH?;K#FY8C8D=G7rHqGV8ayRek-wZ?^*C&GtW-CQtB?$T3
zfe-3MPF@(YRclZXwPRy%^m0=4{t#0N^wVZ+iWPa;OjOv0B0B|;rqk^^ze^@sLfs>w
zuib^eEq$IWX8>r+3VOP9_L9(~9tuBHJogDE`Rq!5S0n1)y`qXwSHAZ7l!|2f3|Hk(
zh1Rb$j1CzRO{{RIQtB!=@?XCmHZ4m}g@BQCjK)^`uKC=$$#~EPaw|1`HJmOO(6PHE
z9UP797!R6olV(46K$_sF#ilM<H#{8J$a^ivd@80!^ME_1kt&GJ(&B_=B$u<#rrjM;
zF*X<d!wP$igc8qvH?=@W6_*$=4#?d};KXk;@Tqa~`*}m)aPFi1IG2zuK<@x|)+SH>
z`gj=M2^vmdUSfB*S8Pt=kTyngBE-x#XB{j$tFlMv5)EZ=M;6MQs#`iYH??ZX1~RO`
z@y!6dsAd`gt~m{)09RF;;LWRs{{TVeet(4#yR6)9W(SSA14|MqOJ6}rG=N2^+8riI
zhcDvT7B&P=f+4+o4(?8aG$UIDRM&)K0JF8dtW-cg0-~Dtovl^?w&5lAaBOzOg%3i?
zATN$I<sEv=2TkRjm^#CqHHOztiu#S6F*=$BSFNM!&`btFXvAztaz71a2+hhu*1*|v
zk)yxZ?}u*As;DV(zjsc8?4Zj5WCa7D@8?0_W8LJ$IRJ7ES%WY%7O0`pbNHrK-SEmv
z<_i%SMNVjHKgXXAVbmIvN752B@TD0^lO#Y<pU4bIr^KTPb8k?nBta#j>oWx2KpSvY
zofEDRJ?M@UDPykXHVljjf`S;LR2Tt*q`T;8H;776cP0^dazL^~G|FTg-AhqX0SB6&
z{2MJC%@roxJT{BkV-J-LVbiF*pbKo-d;1MfGus)KNAr@{Q)*;hSNv%o#p(tYzPa9t
zVRz;eZ?I6@_cR8@*4mTfGtLr&8PGl5e!4|C|Bq0|i%Z@lJBF>-=ty>U^;>J)_wuwE
z_m#$XH*J3ZH@;>UC-3Pvjg`kL*2UJTBgHok%th0i^M&_=a;Ny27enBxlkfoMT0(C7
zyqCuCZTp~K2PL^v)9*+YwF+1D^qZ~N<`KYE?$jivPDj6fxf4eZV5-Oo0$`iqhb~&P
ze!y}*|Lm0;SrLn|i|@I7U8eGleaeluk11ynPK(lM%k}16avTX(Dsg8&fdxxlC<rgS
zB)<zp2efmv-t|F~o;=;%hR3JYv6U_1gAuj+SnQZ)&JGtwT8+q&&dTv-P8n~~{wIU?
zXOju2sel~Im|C5~y_+l{j)Wc+XEmTIShykN@hZyFx0WWFp5WpW0$>J9Y^pPJyu~nL
z-f6s<r{-2*{GA-48vQg~Cw_c1g*A6roRhxFwTWKgOA<gbyZEF682v1!IQNW@fU|k`
z;t^8N2?$v95h-s?IE<l0gU~`jD$dH}K?&nMu|4-Wc0^Lsw<6G2xsLIF)#h^#wuPM!
z%N5TLTMgM?+NR6Bb#7*8UwwBisGOtw`l=WY0H8PD8Vx&0eE$OEO%<i~YPtH{2-gcB
zr8oTfWqBd+`FIe+zxuSo^2N?ehvT`+v)KO>DoMe87XK->*x!4aQ5vCXX3>KHc0G?Y
zxTV_gi~P&^X7jxazwd^VL5&H1@ur0H&pe&7tJ4;QeLG5FUVhJyK?L7xOI*xV8Gdh>
z*u3rEx4qNvD|Y_-XgjkeSU~KX_f=W`gQA%SpJXQQ-IV?C3?$Oj+{=+^ULux1J3QU@
zthIXK@J)B$^RTC4frEw)m&Had*nMNBZjA=NH}<aNA7S2kRduYZ>bzpfvmc7v<ryuf
z@^YWQJ}hBYHQux{vn$k0`&x39TQaTu60QEstfgepxug;cgA8Kj-4O=&O<WDp82yF+
zZUFLT0Pg6rQF~i^`RgLebI<#g@>RdDww$q(3XOMNs;bMd@oHdXS~jIHxSvT9j2^yC
z@M-WA>ywPT?~miTHz)M$JFdtKtCv)rVnY;pd{*1UhCdf;fSL6nAHSFR^Udb4(uqvz
z<dn!2URJPnem&GSQ~tCcFVF^X(mu|rGanKS`f&YY`%+w>`%&@o{D+^v2h_UXY+tzX
zJXUf4oDbCCsxdv7Y>@hrt5PHBiEVjbuh?5<N7q;ufEpTiRqOtnM;np{dO|J|Z=&jF
zg(=d&xoCAx6#K|L;Qx_CX9mAlzk`2p`f>lYrgGP+x)c&f@UivwDRH>GK1F}}cJ{ZS
z^2T-R8tM{+hzuE{uJWOwIg;uDDRiZjDH)|ezJr#~$0?5($+`YiEEho2kWT__5akN)
zE7M~tPg}9Z0)6Lpbu9B1@ThL6S!VeB0vPF=Fj05)PbCxh^I^kRN5b{zZ$0FXJ5L*(
zdOB%9@s?kfKdxtbiX;bc9)e-j*Im^Td%8ZrJ-}LGL7ZR)3IdO6Z{idQm<j34d16a7
zxva-928n$0nO8X<Un~d^%2gFH)!p_3z+jxW_(9s-8aFB{s=wcZ+)xFi+Vsok5XDh3
z@tXX3p9LWt1N&?0(nmU)_<pr=uk1f1i5xFaF%&P9F3i{u+bOgaH`L>Ph?FS%Z1WCT
zjehxLSaHu{xay;fJZcwn&BDI#@}=arw&q*zft8QM&8n_E7JPihK|(+NRA!;OgGd@%
zbXRU-1)mESf)O9afb<YVZlZRFFgdp~x*J;dls)=~Pt9Mc_)@f8Kl8))?#QbfcfvM~
zOUFo@L)U*TEv2-*e{Xcd`^&aL^p*91?AHRuvX(a2=JOHuqXOv(He|V%f=X+T28Dsm
zUUv|q7T>OQ49khsyBl~q|I8p;Tt0mjAg{;p;cV&x23}Ljyljp-EP{&fWf&UXUxvbg
zq8$S>&W6V1Zh~?%r*{F;oh(sfLP@XF(}-4W7r#6-S+|&doi20crJ=_OQ^Abb>WS?>
zOPlk*6}5e}%6!dJu2|Kd6`|Zr+J2?Oa8Xe=m=4%^GOn3B;0S+l@mAi80`<#|IVD#k
zUwIz5S4A@1Up4cZj=No&uQJs6D1*5tZ=rwH>{2hG@l4>L>682~jz+|LutRr4$2Uoy
z)3cAy&*ROl^xhcVFvyh2Df&qRosIQlvbPY1YG)d}sO0;rOAX%KRL--?f!L2XHz;j-
zojlq4cMn1qJjxr-_nc1rkkPl334jRx1g88N{IEbC9$#~?yLtKYnP03rhoCnL*{;i#
zOM)!ig;SMAq}N~GTUrT<RfW=GuQ024sAwE^a4X<>c;TMTJki(g%KdxspIGyE8$5k|
zabQRP^pTgL<CP;n6qdye9{m2VMDgv->oY%!O73OUnLeMN{Al;FTRBv-=g4Ub__X2h
zWZ&UcV?CFK&o&;37Y$5KUke#gdwC@f=XugfWFBRArm|rqjZuCAakA-YiokzJH62;a
z=|R~Ew`_-_#Yzv!cNcal9l8`>72G<0FZN1Vh5PrHQJ<Zj+Mmok$*X_QQ|6<_%=Q8B
z%bzIQ+*AHo$5z{-Aw9K=FSzGF4SutI_dxvOcXBqm|M7ItGu{Oo<Bh&(p_!J!>-T2f
z3y2DJK6k|^-pQ`-`uQk3mJ;v(U%Gr~@P@ZTpIN)V9p)s2^sq3y0WZhwI_Fg^|LUA@
zMLsmY{!?RiOLlV`W+~{rjn{Zq?KRJXPm>i@7VwKBHkCyTufXgJ&zM1NB^GwK&fNW~
z=bi3pN<A4UetqOh(thRYsQM2~U{&jnUncB*S69h+_A|0Mvf`VK?NDqMd&`9AK%`$q
z{>3*Q7P<5&ap`GJA;`P^E*K3ZKeaJ&2&c5h+ApM~qM}X`R&6Zaf@+fHUcP~c_LGWI
zfa1IH<Z>qnhq@dwTSkKtpK2I<gm?T_)f?W|`n+k5Z+rF|?-l!E^F+qUt6*6X1`LNl
z13FB7AWDL~x6cA-g4kJKrPodzupo&AKNpI)?p@O19_^D`o304}(m|n(c{e5x;k(Dx
z5VMj2r2SNu5J4q8Pu=VHe%Qmch6(0===GOtV^>(8RcB{c7~Nx+-pvN=q-wWk#WYMh
z55*~Byz3P2<I*xpfE8xfqGMyDG1sm|1CZ_jLX`W&El)@Hy-Ol&@w$HJofcdEc$Z@*
zIiVQ&po+VgKj~Nz2z*3-8GYNy?tEquIsDDJmW{nejJ+^%3?ppHqpb;O;yZnd2wB#v
ze8Md-BYZ?{H8?5{RNC7Qob=qPoWImC2>l263HbdFFeErAu(Z*2;CxOpt~|V`bn`T}
zGqQL{<{Iv&pv))_pIY@&U)l0MfN>ll(_^XP=h#)nb8>f|Mw@wGx?)9DAy8y+MI}Nd
z<(Vf>o|M!M7KHZ>I_WGpi8~uQo99X48BHsy3x-Bo(I#u;e(4{V*kRXksV<GxyGyfE
zVh>KdJXQHgLDxNqqenzdE?moaTvO`N2#vHB6Rq6f_o6*&u`LKbeev4cl1TWzUU2AZ
z$HvPMGO1qK&*X9IBP%u@X^c!oVuOQyYvi_v{-Cjg*?m*;6&7_>ncW9D&CD7jt)aXH
zJ=MbM1Bn~=+r}p@eM2dJif8$j1Iue2eJVYxQ>T=lR-VzPDQm;qLN?87&c8Bzb))u!
z%$fa|rdXQzMKJ}Yzsvzz)ark)V$Z^_ce~s&uDfWazharid-Js6vCgcbV<)56-&7&u
z<vG^%Z1~2GDd~<0Po3BaxMS6R^3p>y$8hZ}JIn9CRjQsDUkaR=)!!Rw3`?%M<NCs%
zg{Bn-=3{mxs$Z1-hT^WDv^v9a_AWnszKYHkEH(<(X^f9N6SJ4Qc^|Wcvq|GHO~L7b
zIMazp@d#W0Cpj&TZ~0%;v$=Iy;<9(kLBVg<)s4sUD<6w(zd2Oow+xN6#9M9M&h=at
z#W{v(T)E<?U{i5NwRJ&lJK%A4WnIM!Pdk;%y$$ljWHckGtmTY!ukY@?x0au8%E`P*
zN=q))SQIdpnJ~^<ug`@!?||om|2vHp&o~8y5|@(Q%}dWFe^1vC;X6xAZfh@XUw^7+
zWLEPf(LVVB72|KvLiYT;ni;v>Z%Tm^x^-?0Evm%L#b&ccJhQ5ayowpj{46JN@5BN<
zQC2HY(t%|_13PrloBJqy0p!C?M2HWzQmx0P&?%PgV*=V6TrOQSu^v<z5IlC`ZT?_*
za9-i-`IDgBcSL>ygPyge0%wQ|DLLisvzvN32fh$$?{vq3uV}gu(zo4b6T#0<6W^mS
zYNf;JSas1Pk%BB$iMRW?Z<RH>4h}nYlvSHm!Ulq={Q_`kZ#s&6Akj!_PHyGo8iLV7
zCAr`lOxCJ#$bmdIXf2CXiy|fMtrKA8ey%E@Dc_u46)<&-=kMNQKcjU_s+iG+4k`%2
zBX(MKC8(!|%QA~hQ&Mi_7pbOhe%MK{aaTP4qE5RnljnUI#^aaHbDs^1Dmx$l%A`L1
z|5|cK8ID7Zpu&&J*w5C^?JvsN_cI(r2Nz=J+STiRkg|exZ2kYN>@?Ll)GNI788@(C
zu6_wCC~Fe2`EjS=Oyly6i(HQ7{KQ5vTroFrAu6CjiQ_<zq`8w==4T1z9sO_B%bu0+
z-79BcK_>4%?2x_l@cpk3lYV&Jjpa5wVKsD%TH=x6R#JCKC?`6_-@UK#Dt=A`{!8=o
z_|OxSV<^%vSfS!}Ds79;3hAu`bAFx4Yh#*?r^^UMa}W-XfAO^p%l_`u%GGRm+W!2G
zQtg+o#aBKz+`n9K%P6A?XElI|lR;Qt*W##*Z?_#Tig&RRQOfmE|BvDLru)A<x9{f@
z>MdRC0t9Z1v(8(;D14;&lx6H+T;P#Gmnp5FdYmXVF%=R*5Rw+S^mOPPn!@eZ5NTRb
z7qk`bJgh8St}M$fFRuvfUiQ30@U^kg+3ZW!I;fV%Uip=DQoj3CiM*MD0|nQ#HHcrM
zD8Xo=5K;_V()Ppa3(7U|W_iW4Yg|3jMO}kJ-5BYVPtT>{^ul<gI629f0GVi#^xhN-
zP}#I_5Ym1X`+WDmESV2|E~G}!rmIEaGG{}?WDBn$d3bLNaq(KwIH{<z_Pl)<o=aI-
z7LUXOTldC;pqu_qh<||SY1+o5m#8v0G>27#Fxu$Qe&mvM(1YqfSY#l0X1~~fy4D_U
z86#;Kz%<8z!`FLO!xCf0jQ|t~+ao!_2Mz#<Qu>VoSm{DW-IMHHqLIKltyhfgr0p3H
zSj?2uaT5YlXiPNGkkZlfT?=&JBXf<(X5Z6&#e&zZRDn7uDfym!!eUd;lo(&|VYrLY
zmj(by86I~|$N$`n>g~VUUp>$K2f>t`dsOB+{_$)2wa<26hcB*|d~MdB)t`J&XLD)h
zL|3`Ib3qBl4^bdO`moqY_j$h;TQxlTaQvCY=NIO0{hfy~r9aP=d*Ch%T+?)z?VNq^
z&W24FY|E6t79u0>6`g|7a?&IzsbEmEjla@0HljoL^h7s=xVZ3Mi}>9Bj@e_&{ou%l
zy+6($9FR!wHKV%r!qoA9!)LXh?X{m4IDKx#?XhRgKR{fr$&tW60I~g6nJ%e1Sa+0v
z^hkDLw=81u?fQn_Zuef_v+h1tdzXf0zGs49L=qOp%9&MCR%H$XzzyMgW6|NsJy2Rg
z4+y#gn$?~&0i~E9NJ-8<;zO$@iwzKB>fDs{4nzk=L(%CHvBq`XTaeY@u3;Jya1`y$
zmS;dTw#G;dau9+ZO&EtaeAen(z=s~oaT7k$%o=m^=;%mTFFBvSd%(VOY=e<^Rk+2k
zvM-AGwVcsOlUd+Fr&tzP_bG-+-+>c^_{3d^Mx7C~ovtxKLu{}_6OM8Kolqb6vI-MM
zN<HH@XDMq=wzHQ;zTk+CYtpI<*onC#1L4Ic63ryvS1G-9CJ1n_#^rBbVMI4h0j&mr
z12ja*6qcBZNrIc?T+&{87N<ECLM1;A?@h0vrI@>|!Ic>+A+2=_sjuGuwrL;5c=1YD
zDgf&_WUpttP(ct_Tk+GF6rq`v;$sRF_cz}rDvygO#>GB(Hfi_y1CN~@hHzJbSe=H8
zjnioRe{`McTax=5?LkP?Oa-lt+X)3lZPyklMR6=r!Fg)3b|j`*PH0X!qL$#s0nviO
zsnpa)%bYS5Glz0(Ig|;hsYRKyIihy>UFX$#asB}=E}rM%dq4MD>$CDz5d2Bx!?${A
z_dE<*>(6Nh>!0%4m2B^R5ID4y*BREYayI6ATV81?ZZLn$+wD|k<~_%f(kpv)H`@W_
zZFJdF7cPOlEbi!f%jwF<YG_=rdCt7?GwXkB-w!{pIZ`|2Zb%Tnu;XR=61*?hgJJ9v
zlhr&ww-GbDT;_UaF2C+-+3^z=_s+Ok${5|?+9az5zRVdG680(`fBL+VWDM#x=~?Xz
zhYV?yPK7ui7D{P#bzvrmfO(<agzN6^RBW<~{J3b{ulG}m1%**|%y8Hjpo0Y4P0k~f
zoPtMU8fP0DpK@tOsevzEHoe*FdR*!=NgloCQUNQ>b0D3OyQZ!(P7Mq)3NT|Ml&}J1
z%Q7@q(*+`8gWAa*@xf4uM7mKu9Qwnv@oJ6Rhl)tUp);f-`CG^Sswa9yKGY`?uOwh)
zLH}BP34ZjvSyE&l4G$xNQ%;BNf({Cj^9-bcdAy+Tt1&FnVE!&$lAJAAWxSNxLrX=5
zQJWTHCC%|5sp}i0&l9QSe*oTxinbOfAYPh<xug?PAl9p&Kj*hgNYCuT^)QT%HX{p{
zj=0u78A+DFIDQhYtYcX&ukqjdw_DFgl`b9nkH7yU(C*WjN9pec-%nlB`f@t`qz9#R
zv+30HJnyKrJ(d@+HFG71U*@?vCBFd%__Dy^d~JfVs)d2a3t)1@lbo=Ed$V<JFjT;k
zt8v=|t#@&=Mr6OKK51JX%w%lDNztrG4;i1nLeof7CknK9bad^syN<L1KDcmLnbEpf
zt@esdAA17l@?31ueTkp5!9WJnMFiyn`pEY2zF7V@Ssi<cRcLl{)I=KR!DOwq`|DYz
zH!F<Fu-oQzjP=MfIyNkkawCD3DWrY#r^2X0jTiJK03hteq}DxwSs%A+42JW#lik<k
zOJzv#v8aS+ySupvenBldkV%f3N5Lfs0G1wN&5DQ_2bpzq#+mZmtvc0qnvl$eN(>nb
z;XpwQGfFLb3<3^F1Wk5KO#ph7v)TY$WhDNtz{=Q{(mqZfhT@P7Mo}HMU}XTCqqYiW
zuWBlI70XYa$Eybmx(c#KJrs_rW-f1ke#)LpVyPBtv(#8k$*68-3I_d4M+d1W=I1C3
zu!jSddLa^F?S<=4-dZPH(wp2vsRIlrT_3xtloCHKA2kn<osnr**7KW8Nf`JIsJ359
zm4x)}PH3rr|Jbs1xEwFpaZfb@8^D@vmUko(y_yL<Y>uDUl@8$XsN5ax$*r2pLeL+l
zDQe2U0lD9$T|~p7bO`hB4W+o8gyb&73PDm|@l7#5dxLE)-k-FSmhX2Nz4_13IdNBW
z(xOEfR!P>_2+Is^isKZaY?N$4-8>iR_Sx(PtSCZt9E)$?vBwwOL(I9xw5RM#%Ih|R
zgd16i+wJTBr!p#oXB3=(1GOE*K3<IRqbVH)U+-ZKUOk%MF&ZF9htj6jF?DQ|><nd&
zupoo6>g=#<Wv~j@3us0$9@&9?LI<s}B7C=46A)j}uGl>4WXsK(@{efa1NgI=_zr36
z22ePIyIp$cLA?e1&b_FTft2g-ygXB`<~<&_;lJr}F-?)Az7$^Jkkn*Tde5Y!S~6zs
zeEKxc@la2__-*oy5!=%}oHrh_$u7j!Vb<&KqwLb!Qm;#nWtMQz{i#5n<4_iG1)L;{
zsMJ2X7WmH(-3SO>YbeO=P?hCjo1vF?|1W2^$vW-vw4v-YaDRT~>s?6~us~AEZM(*|
zM;>jT{O=A^^HKi8-Btfgz=m}VyngkpH1O`&On$z4>tnzX&Vb1;?XDkZd!K7QJR(YR
zmV-eCYuXw;>*ntMd$7E!y!v&Em-umGrJ>IwgUb@e{a!;G9sr?4CQuJrrzO^}VaHcz
zzhS?U3Li9l6yBUZKJ?O~*zf9nU4tF%Up3k_@<m@r0Rk+NtCqyn=z&Wn-0jk^Ec@yr
zvaGRerU;6K`6B?uJJpCCO1z6iHq)URdM=Ma3#S}V<BTj(SOhJ7ScL8YH854t!=WHm
z^}j?tjCtfQoY@+T$}DKj4)R5$j*VE%f+%fyWKaRqPXaJsOXdY5(aFgXk{0l!1(tP8
z4{svo<S3>_Vm@aJ)Cy?HkbqH{j(A%p18o(6Pn~belW7kIg)G^?6e#U%DN3E3txzIg
zsG4;#6a8i&Ss*n~iZ1{%gRP6OTuP`9s2%Q_!4q6e)=)&`#V;gmW;$C9K7xJ%5W!hE
z0QL!-u48I8KLLQ?;bX~!I48Q1v}Nt6;<u<zuB>KMbPhVWr@ej7mm(pwcSaz#lXLB)
z<vR$jiHh|+o_|y)v$d5m5>cp>6P8fhSNj`KnS(~-lcRG@=p()Xk~6o*MRvI@@4AJ?
z9fX*p^_ix{y@61l>Uifj3yNo3=V`vPg;q0pz3)@Mp&ORr5PyqgEL-E7!&rMvjxFsg
z$(_-$fklR6p-qfg@OT)31!vHI1K@&=jTEC8V@Xa|RNaB)Ws}i?g#fE|x@9TAf<W&q
z>N75L^6>U@8>~CwFwL#Ja6TB9nkR|g8eT9Y^*fwaQAt<wx+bM!uX?<2^76++M+9Lq
zcV0Zr{fbWw^^*0;t2%ysq|G*wb=gp#=%(wOeybgc=N6%xKl5koz^jGtzYDUAYa09W
z(tS=J7i8vME4ipkq#6>ZNo~m~<|GFtTewHn2_MVI8^zB~e{`_?=ifHRzsvN@xu=qS
zZ43|xuq(Q#Z)}d4as#Jl-C7c~R_!%jDc=Yl%9DFKb_D7J&>kymIU7jaGwAt9#=jc8
z9ehE7)aX&p3on2#iO)Z%_TFdcIc-#??0h_};*dBtTf5E<lnEorSX$jZCg&AEm6v3~
zA3s(%q#J_?J16IBLiMb~8edYPdNEsTQ0|UFHVB=lI5%H7fHljpC;M@;BoJ?buZ=M(
zn#&|Y!W1Lg`?-8*)+_0FhXS#BY?tu`7XeEtqR5hgpx`^m3R;14NGx-0PJSkWGuwtz
z7bl*AN?JeYh&X722S+eFMwT>XO%O2?@wOt!G6*2MZ8HM^@Vc}1ZHyr)BE0Q9ijH~G
zYGL`TZY1FzMU9^0GA=oXm<%wqU;z?JQDZlOYGX_=c;!^JRb<DyR5%JXC5iKnQ!JOL
z8=!hES3zWEnmTzMMx53(5!xrJlt%$_E&5vMEHwTbVIIXTkZ>%b){O0j`RyY7H=O%e
z&^N-kx|la_#&nTyQm*68U=SRuIL0(|R+l7AfkH8OLQ1$1rlF70wm4(qB4edU9i9~^
zzgnK<V$Hw~Ju?=Gr5A!wQ|q&vQ&H0R32;amc$M~qt0ZqLrDw6q;RB>%(3**h*-Ek!
zucGSM(^koAbSQ`~$<U8AQK6lT4kUsXwYXhWznX7gGwP?Mrw0x|nzeS|MUZbu%JyTk
zzFf$(wUJiKPdYx?s?AhjS#PSbn1W%5i6B)lp<M<bA>;6XYEi3@l_eJkC5Q3eDEP4b
z#bt05l#S>Fcf1lR>0zq-$l=iiqV!26>4Yv8Pf>&4-TO+;O~-mJ$7Q>YPs7%3mvnr7
zDOPfFB5EuaiPG`i!ni5f&YuW)uU|mw>}Kz$1+r|GhzyDSLh?6N0}TUN4eb-C%&u8A
z6=~|E@|<GxIufV4s*cHpgxh9`TXX%GQ44zEF`LB@32pyq(h6%^$>id1z{uaPj@7t_
zs+JYy&%mUUtR%RP!K86<z2wl&=vjO7*mFy5wDXf#%lF5Y^O)JO7Xjk~TYqdI6H59%
z{Y*NReJp!{v!i6aIew@*;aH%QXuU@<G5TI&^xWi*W!lUE&Ki30rgbMq0Ns*}NgR8#
z6|?+nqf<y$Sh6GRSwD$#&730iBKxST09n;>)J#HmCmTKoT<sNg%Ge=et#smPOy4;B
z*v@^C;m6E=%p@Jil7PsOlx9q|1-MJA*O-E3F^~!OA~LzWE_AFFWeI9sXoOq6S6*>H
zQsq|<-c6i##iXC~hJk<`v0o@{XEVEnnktWFhWTSCKJQz6aP3sC)yie>8((6tJhycz
z`_)DL+6E7adpKaAqz9ABD<+_oJ8YgVZApDTHrsmVs`t`ge<{gg`<Gj1ta9B3QD3bp
zm2fXYOkW(lb^b4XlaXB754ZOv+HD@Xx(==mL7JQu4ILL-FMB2A*OqsQCDW?gUR8%5
z+nhGwoNPKY^uE(aKT^?j$3Kma(#=2LYV+pvti)BM-0^f7eKV?R_wDEAn5jWe1H-e&
zs`q=g=uZ<#g3=0Vz(-=r)Be1&J4bv@cavh?Mn61zrRk49SN3SY7!GCUkLd>DA)j|l
z{ZX`c!pfrq$bXN=1NCGXC>K$XzkDL4dUEkp<K>%j((A+g>I{6M{zmY-D9yXgn9b7a
zeiITtCNElF{Hi?R<>iw%@^wi^`fChOWfxDANM7<PImL2bGQgvf=f6}(0ntOW+`j(J
zc9>bZ*0Wd;I^vPCs`Bg4(+fOrZEME@gS7IJ>U3=*SaWH8GC)q>!S>T{z^5;Mr8V)k
zp9O;t-4zPYoNL(?_25alR)gB=4WQShc=W@?VCN24@~u4N;55n2yMq<&P<hG5(S=)5
zD!cFfiDS09W>PJGIi|h-=X6_E1Y0Yw7--YB%LH?Ll{s8G^x5U<mGNf|f`BIUts~K|
zt{1$-jSh6^h^kl1HJ&)~+j2FkpH!95IaNh}C`H^e>oAg~vslR`AZf+y>Msi8+%=Y-
zf(ftSx?n9C5^5dzalB~iCLw$I@6JBVcgM3*yc4(2{W|BF(J$H=yp_b+GWI_;{VNUT
z-U)S>pOm=nqPdJ=DH{x{L#pjXLUf&4-&*XXS+9D@Cwb9x%CidDWx2^`&%ddN>4|_l
zo`5|0AgaQ~j{_zA@AFkpuU`1+@yE^Rj-%btBN(8J-u&^hh)*||^TfiQXYsO5|15Z^
zXw%DOJ6k=`zUWW@e|Rkg@8s+H{K&^E4Z}ZwJgU8%nQ-R^L3ICEM6GvA=;OOlD%r<x
z)aG|wf=85HcJMi<ZM%!uo)fq@2F+Xo>bZttkRk6Obzr{49@9Y}T2a{}D4^<OxS3qI
zT!4Yg(L7SPgz9WYF!JS;13@aUyJXZ5+E0>)<TKvXo<i>#a^LmN{cz5yz4EzT54iL@
zmr5(a_nZm6ZpHx!T30wN1EGDZB~tNFL&1HCnc>=WFXi$>*UNH&M?P0Pk1BrYv&qp8
z+CMdSLar*YoTuTOIOlWR%~ts}V-&I0l?;~YF8s8pq~ofXK;w_905NL02q3%GDVVRE
zYtx!3s+q*_lyjWqGh0k%Zy$Eed*8SxS6Ox=xZhc&y`vLauWaDhPL^=|{A@tT=U2b#
z>6QyuKUES{qm#K%NO&l(C0wRl$Dph)s_M;BmmV&U7r#qcCJ%(ni%+bE#Adb!fa+Cy
z<#9R$8DxXT1QJZAse(hKg;!1Tam50M(?a*OvYN_E?(;zHV<$PX8s$cSmIr@oOlL3O
zeivTAwkr73yI*`q{^m`{dqOF=*fE1`l|#C^9Vl7SeQ|17hW5!Olxr#WTY``$pH&f3
z>EAk^Si_?gUn@e_W;E;`yhwQ3_-*a(QKz~OQdhf_1m_9p%FewqHoUC6xb{W%Uyb{2
z-7XVXAM<%{Q0{QzZQZYJTfel*mC`OiUXAtC1MVNMH8ga08~A2kAHD$2xt{D`sCPBL
zG4Bo{($E_rRhg`3?AJNAB<z(ujj?!8$0=!pd#MKNM>iBFAob12S<~es)m1OdmOK(t
zva`3oC?=)9`pkN8x8#bw$>mDrsCP}xAOFniQK|i~ok~3S`1rN0hF`p(L7(6im2Mwh
zEAD}Z3PzsqeC3?CUcVi>Us*kNVCaV93dZvf4eR*Qs~L?27l5STH>6r_Ou{Zy?Iba}
z#MUtgbxre8{Jx+6?J3{UJhbn2^YlYJdGOGs<`-u#zxaG{wr*D<{z2s73*7dB4-GD}
zN9I&2d=4?rAH4aw<o>;&%4vJS<@};QMy~%?X(cf=B@XQU_58!FTmRv1;WHb4y>Jl^
znjdv_`(W+r_8#aNR#vt7?tuZ?2%Yh5sO7@J-6K=A>aDBrbvM?&+~k8`jZ_1ZnH*(m
zsaM$IUisOBr#ff!EG#Z`-+#FB@B8N7fwNNm1*awLa=!r$kH6IJ#$1H6uE9NfM{@rF
zGdyQ{^W&vca{TkKPofx-lxI_`ts6M={G~nM^sCbk3J#d%KcYEm-;)KiT_&>UnEX9v
z;^r<-GMIN<tT<r)bMIdd?~S-SW<E3|<-}dnJ*BMSVJa;t<6_n9yrkx2IDYbccwYap
z!*pal5c%;4WZnY+n}AeFlg=6%PKX;$&1~LaDd?BHlZ^NO-LK5cotAo`?dvfC-gbWE
zIjErY=m4TC$V{`qbU~p-edUqm!x+{R)tRIl8#pFGk!&g*H|1~S7uxK!mZA_2`8P{k
ze(?BV0~ho+{ftJR2N%%A$zeBhWPcqe$hhktho$fHqXu(^<96&4CTpZz?0E_jL%j05
z8odLEAD>qX0#C_@srK}~Gu<kk=S?7bqS|onpjkc04@fg=!eKOqKo=G)*he&nC9GyQ
zZyC75{B63-gsscQepyQq0J0Mz=_J47v#5TaRn(NFx!4k+YK)hkq(W7*Yf>U$kc;g3
z;rXUjFpJTar`kcLD`9zXtEp_ID7Lh*&D2NJouiAXZyr&0V5bgSGYS+dTNHkoTb?^7
zO4@zsb++SLVMRnS^5^sq<qp#=5x#HOX%?KdtOSXjoVF$`tKGDCU3dN0KMx1~WR(g&
zg_nQ!ZxYPy^*Z#(<oZkVO~YtmRoM}_*Ty^N%iGRq7OKb{^RD`nh9=)t_`=k_aJw1*
z?&{O)XAg1rRy_R*%sYn7OOF`w2ETTf`U-4S3sdO$b?jGQ%{EHw9Q5X%oiZ*m)HM0f
zZt1R0vskMKEs6iWy7TF0-oCT&oQz8c9eOg<rED>7KOlgjudVB>p&4*6q#4sRt8tw;
zfd%X&1^Mk1EByUm@LL7)(sY^AWoM1bD<gY7W;G69nC=cME_obz=c$$5(~>lgp_Q6X
zvDOEdOKU8Tn7f|Xx33ciisiJ<Db`4?7zG+&a^=$mD*S!h!P^z8&Qa4WzbwrQ?pS#F
z>UfmK^#(l;J&!$0i){DDcl>VMroENb`}b*##Ld6U$ISUK8@lIhyUhd;D4(1>=p!>~
zf1XvthtF=Xd47)(YbYL>vcl<-wpx<W?}=u$h_>4R$pmp2uz7NOyWbx@ThzeZS;@X@
z)+OmroyTQuppz2#eTtS(O;zdbnSHbtri?L82iaASCXO~Uj*nhc3V`>_IL#aDM0F5*
zH@=WenaWaRwqBTJvE~jAnb;c3Yh7ceM78z~zp+}L>~ZSdSO$oiCQ&i7pqAKz)ov_i
zRswhEi=D&MAicv-J-oUEethZmy-0=1dcC3Ypc4hhB0U`=O$2+M*3O6dIOp8daNY~r
zdsr^`PEES{_aF9dx#nr_{U-2P18g`36tk$t=Vp$sgFkHIZI>VYyz=3r*yL8-@uk(3
zOLrQ_F8>I=BGb^4Ft9hXrs_?d>b<~^72o&g7P$}Vx|OEvm7UxbK{8KEzH!5^tN-9I
z*1b*MK~9!e;dI^zoDm5&RaQ$bH<h&q9@k`_TKr?D^i!?h*5>h=!=1Pf#&+W;efHvN
ze=bsS%J@^##phx9I&weta`a0GlbPvWhfV*ET+KMDaM==i|JUuqE>{orUOIdD>XSOR
z@3s;B7fz7Oy&As<>$VAwUHakbMJPO=2n+Ca60HFG)}{!u7Lm)V*CKpw{P{8estf<_
z^WL1Hx>_^Z(JPUe*oxp2U*8Mh16Ol%OFj-=uB-~aanti0A@#!(Qa^x*$XimR)Izw*
zsm&H$%B!G=4#QXVQz7>wo7zj=OFmb9d86k~K2y?~!ULZy9#8X<D-Kb&(azCSmLXrJ
z{`$9HK(UXsB6ZdLt@4<2oLc?2C(mg{MKeCt?d&UE*FRrezwTYR0D6mq%Y{p&8MGcL
z3T?_NV6u}VGM~g{3AI7!>QqR3T&i&#MJ;+<DZp|o=}l*FSBEc(CDc@?RIXmtSXLd4
zpU<QZ&v_pkSe(Sv8v9K?;iG>c$Z4*;gry4fMO6ujCh4Fyp4-ZpWk}qyH?zCKx&T@i
zi>yra2<!9KV!1p5L)gmIT-;b!m9|?>wvz#Hp{uL#)Hy#V7bD`-JclRGEMTe%Rk`p~
z$aQIC(&GHDOuE{JP)UNt;kmdL%@o|zdeAWne8Xr78DAfj1TV(!&x6;{fF3$Hwbsaw
zHOwqhV=?ebVVIgwGd==Xq$$rM<;j37ixU>)B_6UCeU7e8I}3{)TLz)Ky4)@6#^KW7
zRZQVzt*Ic^@{S@<&}v=DPVrmsV$*eEJeX@@Rb19$K@a5#V!b_(B=k@k@tXMHk*AHQ
zyzD`jwILBI30)wR2oi!m@L~GJLsH;H&e@}Hz#P~95un3C+_PUM!zigT!d_h+ugCY%
zm}7qLelZ?C^0@r>rHh*mguUr|ujv)YX*C2|l8)ww9J!JFBrm1r$+>g?%*>PSeX7Yk
z{E`+kIA`+KX=mloL0bUuSA3UN#{^yO7?ONbmZVN%c&d9G-dA1G_@748!Hf}@&v$#0
zdZpS?KJF;O-cbgnM2vLY^vKYd6Q7H({Cns@S?T#(UNHCtTox<m-d@zhp_J$6jg??|
z@589$J-uxf^SB%U9$+VLxg8&0NeF1Uh-Z(@Sn$Og;9d*f97@TlLw3dpJb@3BGR0>{
zU^PU6^id)Rnk7?&;HvfxF!1UM%QMn39^9SxxiZ79zL0vg`DXjX?-~=t&V)5+O;17=
zy7m+f-fG56w!c{Lk~Rmh{8xt(D?nFwMB#V*<M=?*ks~jPo>D-yg5bIlV_clZ-GpTr
zS)-3FbRCTG>79i4#3;FL-Gw%2alWKt^?a>Q^-}S!v{iKj$7Qn-2S92vLSkrBBf^lW
zRAzf-`|1daz!zTGV1^}$Mu{Cu*z8aY+LDnBqQO~U`5rNY))L$o+bMVAehBVO?xdrS
ziw^1dNQM_XGcVVi2+kVTlTjP3xm8_Ns~kF56WB12Bxjfl%lM!NIQNhF8}K8KT4C$-
zPm7bE)0x+7bTGqquaKPyOA5n)wVrSO2t_qk)&gRo?A+l$i5cJWPnGW%)EmRRs{Xif
z<L4>X$9Lu#=3RNHU1iVrl40RNZ!!XYob~kntNvA&mqDFJ>EGb&F9<(=N{%gqIL~)=
zcPCAsE06r3X}jy7NtsEt5?LRLP%?5M_oTj_b*{P?5>%e<<(`pOhA^exv)TI>$LNkS
zmz`gy?P(b75##Xyg9s32Eov3MvZewGg^-?H8S(t&3>XMs0>A#@bN54SW^l^G+pkr-
z9QQli4<*CO84m7{`x^RZ(A(;MpL(@}4>&hotDTTHsDrsZaY}-z03l7#%-#u=3crFU
zXh`jHJ-Ug_(4nTpoVy_oenM~6qr}cmCQDgxU|2z|phtC038OA$l0%+^H1KTuI3v<z
zzMNYGI2s(S+>8PAu-IHaGJSQyKC=mkWzVaHBHA2;L1D&#cD7Z#Iv}7&Q!8*YZYP1+
z3bR<<aVs+>tXigJN^ZWvbt|l~M(I3$zUT|2si0aEVWBY*pRhItMZ{4OwYzwdg-OyZ
z7K249TNt>rTWFvr$<2yTPNpmma|pe|OpY;Gvi9u^c|Zp!zv5(eTh_8P`f{Wt9c?A*
zww=BxF00lliKh0=!O#=ml^v^=L(S~5i+30URJyV^@25C{*Z?t^&8lN)CH2_1<#U_0
ze*;zyUH<VKF#6CUR+8x&)A$Ye>YzMlAKSJ)0qDStK{N-{xMPW*iYBxqkVUKJ&YkC#
z<FUU1-CmH`_9%K68>fDrO&^vNJ{DYGe8L{9`L+1}kARVoVKPEqtRyvaHGSKo+;wOW
zWrvz)XCpM%jiRzN@j*oXk3O1U&SGse=Kjdc3CG5X4A$#n<srB61D?eJ(R&T7+ro0n
z_EPTQR=h*KQd6yD$Hw?5C;2E1vHjlN302M0Yh_1Cv$kMeN7?JQ!O4z~s+4lfX<qlM
z^dPre7XCw@x868j9i8!ud+3V$cWsLH{?lGOTUU4L;LPLC_cMZDojBoTa`9niT|iy3
z+YS9z$0|DyP&P_RmgsQehzAi?rVcCfk}i1isXu>O?dh2c06VzY>Ta%`Tb=S?b$_vK
zPTP6Cebn}c{?$Ig@%h(T_YcE0ES+`rD!Wn*qo)mY&mOTky$tLXp33lG=#q3V8GHFv
zp5mhDhQ@wtXk+3RRb;(52QLq^vlr&L*0klrgw&xwG^imD{k<fr@#z<&42C-!ghhw}
z9NUrT96dtpBBUlUcFu`it6=0{6oHi>B8AyxNoj0=n%_5_Xk;B14Y_7eP-n>i%ce?U
znf!v{1zLBvxR1*hfY7mO<jE90Vv!NSFBnXu)#A68Ud-0dtLh+#%7UiC1&OA`owLP3
z#I(-rw=vQI*B~SEv#Pwz(!QV2l(?qk#P@295pa~5YKjS#eiGj~8Zm=qAe&aD9VAw!
zJ<P7<n%LzheD<s{L>{`<$zrb#Q<4AyY9+8ZXjA9c=2kI$7&OkamBysV2uh>Y(1G|k
z2|ctMq{ddGjRrJiPHk`?m3~f1^eoPprhGxUYs|QrS&wV7)hB5*6#q>@sEt+Q@jEDd
zC}6FdZ7I5D&_@$#eZtTfivZdvCQGpaMCD{IBLh<fW<4onX&tJXSboAZv#x;u#g9FQ
zhqE^wG_WbgU`av;%R<+Rr$UuSoDxd+EVepevIqU~P~p5Dc76&W3Po%v`Hd&MP^9RQ
zdVoBq-vC8{R5-eBHCr-n^5>^QQ8YCI%*a0R8)}@F^&W$+r8Y?DiQz`LBRZzsB2cr1
zJdw|7Z4V2bjA4!4Px@w|uF6zUxd*}koS5AL6s0BNDY;OnX}esXYd0QO0n(zR=;7S4
zN;-bsy#oc4v8#w^3;5O@X=D4CS+iNl@Qlh`X#}PDn?*F7){+fZhwG3-;agkdvZ;*B
z^?-;qWLWgPniB^LGV94nMs4>lC|LH;nG9&HEKSZ$wqOxkkWFP9xkUG|@t~y?6KFFz
zBpSs+!o^f24RL~zeP*w5bRTz=u<*ozgIBCdplyk&i*TxjZd|YdDh1-^hEmB1fX)kn
zHO$lwuYp@xHx^xPD-@G7JsEpEy<R?d*ikt&{naq!0r}~sSH49BQRiM+sPE&hS&rrs
zb(Y0bQlujamPOz!v8cXBRhZE2@hH==yejCh2Jz=r;nL93kQ*t7eE(g1YX8k-X$7TC
z`-)-7X);tjBg;^2O*S2)j0LtYvaZZM2wwf~ru!AI_g1ihNN?$c!yws^iYnQQIk_23
zgKNoW+zIvnS$hYfgWepjIqNFeM=tnCc<Mk>cLP=C=Ym4jBUNfdq_>x^V#lq=29o?I
znH~>VP+phWGIRupmvYKl3X4I;i`B)^Y?vv70d{$nN_nE1OomI$zT|+md)PKD7CZBf
z-6Tc%N$NNYOg(hR{$dU#sJ$I1obc0JP!M9UI3*psDB7IM_HTe?y&@M<7m;JK)k_#(
zo9BZ-zH$EcJo^+b4lIR!lc!vS9HWAB<r%}`b#S{16)TY-xtYtG^i}H!VN0zEU`k#D
zj<S+xW$QudLWfya=HwVE1f{VcsmjC`4T4h9^J7+FdeXQ6B?L@9g<2EE-T4C0NLMOI
zA1*RO>bY_ev|5)K@T?xDX|j`AIPMpVD^$5>*_7j_iq^`5k%^k$910Z{zY$!pB6LKG
zo}U9=0^Ws=#A_kCGkX+cX0rg~jyQk(SKP8@Sit`(aItFJO{>H6lR<t2QL6P)F$aRB
zjcLADWfx&ytqSm6{60YknKo|QWvXh7qA{Q}vlN8C>5LQHgD#vO7b*E05#clBd6ufD
z)@SK}dc1GMs<LoFh6|XJ&|jZ``+|FDNDH$aO+j~W1j<EnbXNC-mBHBpX(wWDygZ?>
zGlu)cwo6R}LrVU}Vt6s|ED#3Ln%UCQuAI4=*)?9&k3l11=QZfGVZxe6c32cvQ^!V)
ztBIv?ER&<VhUF#b<$BuqDh+)tYcX}Jd0EY76ab;T(pa6xPlB`GYA%n)8MyX>dlD9+
zhD92^lBtr|;W`x#03~*y{P?2@c@%MbD`$j49aF}p;>ctdY08)q#d5J8)B()b2k`kl
zd!FEXqQ!(LNZlTTX>HkEBt4k&;2ok72LxtI;n{+agS$<*jsN7aUAq1AimIv?N^1Z*
zSAp6tIV#%vV3(iJLF3Q29Zv@t97dOI<{>L1pC=&u=e*vbOkEIscijNrrkqpTEr!P}
ztG~xxds{NS^CCet1y-8s@vGea=q2O;ahKurmDDfKVGiB@d7i9!4$HHY)62E0<6+%4
z(;N&D^-B!d?GXUzhb+l|*Yo&~gM)mhQ~ep8<E29foedR<S;^Y257hhK4R=kSG{QJX
zwmqHLtlEF+504Gp&vX65c-=k8N@*zoSsRe5#`;EU_SweZC1_s}J$_3%KYr}+inH6<
z!v%(=ek+kf6^fjbF0X4CjzAkJhv^8a0Ufs(a^Q7k2=3nT3J)Ij*d>p9;m=8VE<g`P
zt7Uz14~OYuvP6)~!)i`lph(po8Z%}NTRYI?w+dMN1<cC3*GxnuWQB*t$&8w&*3U3_
z0U%4}jGrr+%wa=n`FOT4X~c!vB+H9p8ej`QzpSNUt?a~og({Ce?EDAvS1<oST{@R7
zsaiihfBLAF<@%|CKPgjpY%4aX9wB~7(~mueWR3UX217^8|GPF9fBH8-{+QI@BcD%d
zFaGqBuzAaLM^`+~I8IZvSA4u}H1=!vIn}5fAupD2vaO4f>T0Fe=kS0&3V0sFz%pm8
zmd8T&%X~JG*|y1Rz8)xvbhFbsP(3zf4(fUtzS1#&EA~3^3U$!K106QF=3eKIe*~1-
z2zN3~vhOwoNmq9~KWo>p`#-bAv-YX#KbCWh!)(FAQ@990%pYOOE-}gJn&-ZR6=Isc
z?=lGSI;~~x@o&c6N_Sxe?9Yl5?zrg_j_vo?uky?+P9FYnzpSR>#CvNOY0&-9$~!Jn
z9!qk=UaqTWtUno}TsoX25J@r+vOGQCBC^oQt57PIadY$VLaDH-p-Q&KG6tE8S%2+9
zzQ@sXj%jNwxB>OTwU(olelUT_m@j9_?W=B5zSt~lWM{UBu4u(vx5sB*HZnlad25nw
zJA`j0hR*&4WvjBe+kWf4Nc@T_cbMY$ESFd#kYiSo4jp=0ri`k%QJm|t%mo)J^8b2~
z2)&#eo@kc?!qdbRyzD+r;PP5{(HrHdOWQA~)@;+B{pU^vPG2j#6?HcDwX37Ec1Zn$
zWNlfwQ|wewA}`?I4+AClf101E|9c8<oL~%V%vXGHL912RM%=IKmXr!$*1nSWG`aEP
z)1`va8G*x5eIkM`6QqkY$fW6jso(u<Qa7Cxx7PIhc(KX;G1~*#PIshAuDNa&tLv_3
z5ni>_G{1Y?ZGX?`yfMxCr_7>as}Vpe!Q<f##|vc$_W|AA$ts(YmX=M?eMxRXtDTH4
zfeO^UnYLJsWo4dicI_fJ7tjZ$k79?r)?mPPg8ZB;mtQMuHO|qDQf9Aq*tcjd<&^;p
zY~+CN004j$@E?p3hv1~6V@a?_+GZok7%nqO5Zae$`RCE>#(@K<hn;5}ol8LbeKJU}
zJO+%20HzoPWE&e(V%ynlJyYCTPcKFgYaK9`-G8;OVD0ptvlpJ9`~Fba@?!Mi2k~pQ
zy@M(9#EL6-4-Glot2~;Sk#Xs2W8KLpx!WG3fxH#!wFbTZIz$<IpRK)t-68k)?;J>S
zhTv8pNsoV2huoFbs;VV7R`Zk}U3HpqG4Lm3_O8a~XU=z^IWe9E&yN1xPWh`626P+u
zP!ggLvRPDvqtr)VXr=GVl2&rAv>iyEJ@U2beFm{7-=qFc>u*3`W0q|y=qvT(KJlZ*
z=?o$DGWB)EHi>%K@bq9@zJBflAd1WG479#Dl-qfJ>O+3z(|7Kt4KKx}htxj29bs@c
z@NL`;%VQB0Kg!AvcuF1I_m(mp@qXoMn?qQn{{D<{dr^+V3|OSBS~y|%dA<Cl)_Kp%
zz`w0-zZUL`oW7VE`5xRW38l`YBwjpNaWFt<8EpjpOHLOEQk+<e-qQQyCnMA0Y0Z}&
z_4rGT(SWauQ<Gx_ZN{%+N@S|lQn8)Su;4rYO6!JjZ$ue_zB)<eNULCq^x`!pOs)H<
zJnHFZmv(1njy9TJ<$BPf^4|}>`jo1_^NOW3d0{``O1D$#d#AO|1vaB7LF9Xtz9v|&
zH?q-+K-bR#c<^@lE=|n4y<7bclb=re{8MuA>DAMf9x_)`ip!4K+N^9|^0;~~G?wJ~
zA+OIT5bXS{;t))I#c+mpp#H+;;?wlNxW2dbclX?{D}Vf%xT*3^iE4hv=Q8QtbKQ&D
z4yR>F{iS?TZZRp>gPbCRZ76tpA@!g7_aV6(2kSKSACri&KqFv9AabpEkI-fX@aEkY
z%Oe;jr8sfkI%`AF6?pRVs%Cj)(4cXxX7GiBCevQ|2-;H`fa#|>IV~-}I1!fQ+=66=
zj^TZY7D30}ybTzvp;LR)<#L=4Cm83R2?{YkZd5}w9w;DA^K@h3A=_nh`*ic`*`5R^
z)01yp?ZRN2h{}AZhW1$pJ@b8clYxCjZ$FCzkB<#TpevHHFl#eFW5wz(MaBUzTOk}j
zo^U<M2In~zu7F}|bgu1CI#2>LHOa)x!q%rCCTugA&iZN&;^3BP*&a!g&a2?B+eMN`
zmbmmA!23AzIiT{d&42o$zRr&H54CMj%WHj-R7|%q=bQ$HB0~<lr0;dKKlkHmRvCKQ
z!5!t2NytXR8LM<C`w2S6$`&vq?L@bJgdG<NH|Epo$KN#|rp9?ycVvjqu^09cWG;As
z;N^yrZKs2tL54d&6~y#2zrJ18NJExgy%spF?r8GVcpvYn@x$Sl=Is|3JariQpCjrp
z`*bdqR;4NHh3HH{qyez(bJiD69NswpF!ogGj5+>n;GVNrDV#&5Cr%ESUmr>c&lv9D
z4c6oz95npsef;|E@JEf;v`(kwJ%O>bZ7ot&F@QPy#O<EcO=f0?5YSiCjhk)a_ArYu
zP-P2nN)$`E#xJ3k-tnql8a4UgKJj5bn5k?ZqFKsLS1_9+9nq&WSgU4$odDOg!vJpb
zS>Y1DsE^CbpM>V-OZ#UDx2|W>VwTJg8X<iL!=Cx&{2SWkF!AiJ+?xlFoFe7P21j+Z
zNxSsj{N!nBV$H?uCOWOjX+gByr3xAK3y8H6w~mhqq<#IP=w=1!0%ef2%vQG%Mq{!G
zD8iFdkU>?xnbldt-90Q08s(HFwwIRe6Z{5jvf!+`^O!cU1~YojE^3YvI2uKxwMJXE
z@07b>M2Q3NVN%}q3xCL1!zv_@xt;=u7zb_=63T5fw(r&fKv2Bu7=oT-n)(f6*`B5H
zKg39jr!lxAZgnKaqll8C7zUQ#BMzW!7j(#9=oseAAUJc;tE18cs5IEv#UUA-HN`+S
zq#BztW8hzU!~KooLkq@%@OHnLZVy^@wm6ExoFAU^MR4T_s{)81p$?_a+5rPrlTEi4
zsD&NTtvcjyq**mp-X3uXwi!c5$tvMIBwU78vlKth5;~%8X)fj;6WaLpWNcqTX>dwR
zoL$oAdK@nXiLg;_3cKzSr8--%yb@aLYogqi=hr1v?;*@<_0_Qe3zOEdh2yYjiFLPB
zvH{1o^~fil?3veedDQ?(*NKMr^aahCV%fu?IPflg>rzVV*!h+qiWCx=;v2zMk|r~4
zSv%NT@j^fYo+J64vV&h}8B_UNEtqjS-^-~R%YoU;dE(|J@5ft41oa%iDjkyMj}f2)
z;jS@Uo_NP?Pj4p@#UJy<Og_namGChP&sCD%v5%j#Ln>p`4cs-B<f99xf(z1<zM$Kq
zCZ?VQ-ufv{tKF><+#2<;JvZ4;>bjj}00Q=?s0?O4$Z++JbN$}p-O~P8H1+*7@V(2#
z%UzAha&M~kIUJg?P1Zg5fOw<R)~DsC&1BN`Vc5m*w|5y<1Y2bYgJkv$Ai$gQ?Qe>4
zQ{|vQQp%*2&o*TGPw#&w6KVp@FPsk25B`~~z4z}5h?KgG!RhI<T0f@sY|a}E5UP$y
z9d&&DJTlVzxq`R1Mcr8B*~?VFe72TDYH}VxO35lOP11IOWQ07%ScS*43zw+IR4c#7
z66;meB(4i`an{%rbRA&2xV*U0&z0z5xnW5bGj<C=v>9%^mEQ$X2DrwDip+Xnb=k+}
zM03%g5pqXVdldLyO59GsoMN4?JP69^od_h%W7T%j<a^_6XNB@%t9(ll#5Y{}y%dVm
zKHG*FLA8q$k3^dx@v+EcI&FIaxq=ol*-d-;<lOwDa`mt{PF6buWjh9N;9^8dvPwit
z5uYnuhi9o4fteJ^Yf&EyJwFxpBAC}DWz7rS!i`mTe<6W`QIrizZ$B~fj^7;4YOE3x
zPLYH<LMOWm<>&OGF~Z)?7)gK!2|+Bx5tuBtRzg}xz<I2Z1S!H0pp;~0Cviwnj5PQg
zGW9&OeV&tf7qzE(DqB@9+)@IK4C;n&6IJJvV@xC|yn@LM{v3t}SCcG;=+;y`QwcRY
zOt#PL2_xiM^X55%A6t|4Y7@k6ZfcS0Z@_(kcq+$c92pB)uV&~;4E_<^`MEN+6uW3?
z1z8<g!AwBltm^nk1T4U6z-%t6RY$fxAbq=C%ASI2O(DSbWOwGEYuJMAlz57CfEEjt
zrBc~wKK(YXWYaJ`u)s;PHjhBZd4ykMR;W~3nsH`d&waT2Z0xqPNqOnfP*(rv5BZh~
zsBx+9gi2WlDVyD)rAKm@>}<3ww=+JfkLN3K!_`5F9e_Ezoqh<}6ktzl%a1uzbM5k;
zKi_&*G`Z>TEt~dGk2UyVnEod*_lS+*fk;~&4-WEQTU!TR)D;#&VwlaB)zFJF(2+4R
z_K#@aZvGke++3r$ikdoPXrt@=fSml3G)<!YP}Z>-&ieRobf#qm`^ULTR>)(6w9f`f
zQG$PepbW;!Y)E-t9t%`(>$Hu!)#h=_<+|bCa64CDusG*xc1*0E1oPIF;{w_Cp<GP8
z^7&Umhmh^*qD(DDS2i}fjw&US4L-c{s)hkilink82+-H}b8HIk!iB6kMG?$&-a_JY
z11V3|x(v{J#Qd>%HTgZXY|6NUvXm1aFN(DhiBBn+ipBgcD{!taC3(W-{aO!P5M%?|
zLMfGjopNlKr7fcI9q7=m`9J6d%v_UIRfc4>4Q!<o0Ey!EZXvK)`qdLXlX0x3pHjSo
zSn&;@U~1w>UhgtyEZ)w@6g*iC?`Byb8-4>EjKfTJVz*<kmc@$ae*@0QaA_>$lksfI
zCVDGkQ`9GSJYYS&XldXv9d)d~5G6su5xta)`o?~B!oPhiKlt&Yk5l~1zoZ(giiA({
zq;!e<HA1djbA6X<<X7sdI#zfhZg0`;)1MbZOn3J`syJv^{2OrFQ{|n9bOx-rn8fi=
zd6c#{a=gCi3tV%ya_%F;+1d6|VbXH$t<(2F)3QHdUf<*$uZ1Ikg%-?b!`#Vj@0N4h
z?$${+R{q~i!x=!JhQ;~OhxSz4Yh^%#l0g17`L~x0JRE)lhNiD6mImpso%OlWfEq9<
z6@1T?awpo0ORqSf4g_BN8^PIS(5)dYKeCj#TpNI&pM_8~$=#@A{MwSV2p?-?2beJ_
zI(z(=sMZ$VDYDv`M6|ZgK#@;|JBa9BtEpI_U%)lMBn}itNVZ?Hz7g;5d=CLlCM#!V
zNdu)#7TfawVDvh4#BsU9GLXdK)(JRzL`Jx}pfFi$w-n>o>uaGbZNdZ5*La13F!gyO
zfB76d3p-oz!k2I)PrZlD?9l>nA*y^Py&crZ99N34k{KTFTO_=xLq@bHE(0bLdXc>@
z+x#^;$8X24Ys9iH#qwUlGWwdqtmW2>U3eH0#~Y`?@CHbHb}YLIK1)lLNEi-TlVpFB
zZAeU)Fq@kBF>4(X!QOD9AOWi*_HynG%aVGIQDci}HdK^svnYbu(B=rRxKIv03j}Fy
zofrC>bVJS5#Qfx*0O2H#k0R1JAi*y=_Zfl%yII;lVZoHg#&-g_?XdU&s9HOLw!wi4
zp|s{tP@EpPE3+v#KwW>iUdgsAQ%t1c^dcs}m99@ZbGS26nn_1Tqd?an5o+92NrCT1
zhd2u28<0j;M6IRBE=ZCw)>i)KSq$j62(6oRl)`pxswAe+5vLXA)U#To=YlZ~NbQyg
zVKdYTKM^u%E(-|u^DBbIahIqX+daKU8%C%#9UW1_028he6)NZ1jiF`tbjGF@sd2!m
z(xlNirtN&o@(6fpGSEVaio<~<8;qC^kz`_Eg0sKsD0E_wUC9dT^Iu66aC@p&L_K^J
z0v!wo&+^TT$Wf?Zd|Z;^H()9ak)rr5$HHZO#AfqFFF|A>+37ZbVx(kId~r0-<ts@c
zzC%7n@<r!sD3bOvpF}R6EP@Lufo8N3#WxfRYL$b{%?0LCBBW3Yie!xDFas<aiB9Dz
zO9*ZnEmLy=!F`M|%jKFVOm;J(d&C6NjPF$-T7arMWZ*)1iR3n4-wl`xt%gzOC(UxL
z4a5Km=21s+N^(hQS??rGVqpIROj#j|rU#tg7|-#8Lfhb$?PLjyvSy<jg0Pj69Wyk8
zVzT24c6PSY<=n_lc7D;4luvs!1ksBRi%uZ~%r*cz1U$R3o4cC@-3T}WRJ{tHwXBa2
zuECrV-RtOu9X74TUUyL(sIoK~JlWG5Pv^iVegg)sc20eAu3FmVU48VO<0DjKIo!?Q
zfcZ7h&jDRMbNR~Jt|M1-@=X4cSMRl27lN1?bt5jH>ra^tPbN+I6%;$ovjyoN-{dDv
zJ8LX4)gE%s9S(6@x$$Q2^rM1&g(p89!8d<Mxw@aZsYd*H$^&*!nXJCr8!f4zYv_g<
z={Z10SNm^0e`|hiZ=g?Y=U#fgnO&Lk!9&(HZ{B1-=)xCySAU$=oh~fy*RLct1@^hz
zVg0(vD<!X7VOfT_r|~_A)6<egLs_IW-_|kMBC%QW|3d1Rngh~Oh=q%|wT|I2Bg(an
zWNDp%4O>XJ<*I5Y*lygH3f}WVDvSb=LfDhtC8|@XMs@Q#1{98!B;t4z4r;yI;}Y!`
zC1&x$e8Gjo8q2&KV`JO39E*kC0NiNO5nB)h;RMPQRSN<aoE!k+Ic(uDrY*0odlb#*
zj>g*|;O%4<U!*pVL&h?ru^W^KzFvGPlaET$3Abz>=YEljo70hel5re#M1BpPZ;)E6
zBW)`c=G0ka<mb@w{?#z6KAUPJV>Q{aouwcIK$$KWMrQ*c1X5%+FQY6Z&jpNFiG%EU
z>TP*jglL)oi?#|+Xn78OWrPYb>9w5f<DhJeku5Up%~i2TbqUDXD$W8#&&g{cLlZ@P
zqxi5gNE2%;Lb#_rcE$*A2a(?%CvH7eu;@-*g_$Cb!ohw-ts=5brkKAvj^}i8%revX
z0zqKsc{$Ibmf<LX?6QC|YwZi1Uez2IuW{94phXs%w(O#B0U%WOs6~p3zoc+)G-}3v
z#6=Hs{+ooussstjv5;IH<9H_m;|l}t=NhBBH5H9hR_iRX<5EQ)Zx1{a9e<Q}XxPvr
zFHRS+SK}p<JQLHkYIUypN64LD&s;vJ+%oa9jHEk3&cLn{U~=w*kIT(-ofgU@$g<$z
z_g`FXo$7=+Ud7sb^e7KI6(wMu_BTw{AOOvL?Dx*gi?;WV3vwge-M@ftWf%EMB`Hg}
zE~M5Vn>2lSVdUQ9&VSqYC;X{LS-Uc$tNW3`Hn7>AEUmIX%}93jNQXCXJla2Z-pOr6
z@I%G`wSVjDI~(G3q>)mtY??^`sL~Gr4zV=ZQ@6Y){ZrP<=*91c9;C+%Mcw|>+1%?^
zMjooH(fp#Ut<#l~q4Lugbdu6`;Sj%y*V;`piC11$WZZjcPQK&r&{I-ML+zEl=>-HB
zv^_SEok;dZ6-}VJ-Gv-ur*STxGv~xx2m<pY9A`JQ0L&|>o#o;vR4wbrL*hWY003~T
zfq_M&))LzJVwd<S*H?wj>(?F*9%|H+(1|k-4pskr_)pp6$0cPpFCH~C?i(@r={-{R
zabNKBOKvI)c{M~-j)IgbmLsGa>4irbW5+T-tmD?X{YeVXZ~eL?K6v+q+vR;V?=M^p
z{`ai2H*zx}y5H-ksbfJ|naOhWbK7G?H_w1dqhh;fv5obrJ{}>#$ID_ZSU$U@JDjRg
zQUV^*r(y%lFPO3Y1LRchgmu%^WVTtgzx0q!qR4;xGd`$Bl54(<^p{ZI=zKjM5adO^
zpngo{tj^~*6?)%-^*iqC6P$F9MbNoMZ_?VE*4D#6wkUevN@V+Z{}}mFrP^qD>HdKC
z%F5uQ-ABH=pGkLa8@gB#*uMLkPA=P}^x;7VM42rPX1XZl8irR)NU!}Q74tcinZ!sy
zFDjoXzMk`R8t*Kf72pXuQK?$%>FsS@ai+TS&g-Y5sNg-upIN|v%3R%j${{3DR$kUv
z{OX$WaP)`{x^DO3p|+)we<LCf?>GDEAgZg?x!|A-dl_!`>aF&mf&5+LI<K!FI<PnR
z-}MsnS!j9K>Bmv8FaCP^tTF8U$(%afec|_CH5k6bxag7;ZrDD(Up`7bWl~Xbg`|@U
z=I6=lM<`1sLbwjbI*)?H%>?6V46U$$SOjORme4_DbfBA}x>M1uv-Jhy2NI5gm?4QL
z_q*uCO$JnD@%;EayH|DMt#t_p7rHy5aM;UNW+|e1M;s<Qo65oO>GrZ0p=+QJ*czv6
z*nWyU%jpSmvD@&t83P_KsIL2IX%n!~(-m+YDQ;dg6ROT?Zm_A4+Qr!{5pG0=qX+(C
zBWPb|H>1dGfyNfFEpN4RO)A<bz(|G}iz&zkc4sb-IT~rOXaQb9!rE35C3Fhn36o^2
zSM5~mpy$H*$X_3BAFgejzw+Q*nSF3=zt@S6L*`PvUq32-xGm2&^yl9%DbIV7SJ8US
zzMJWx(rK1)MClHN*S5=m<Oans&nrpg6-(*pAOMn_dB!%3ctWl;MOOdmPkjRGn2zc(
zZ||c(Wg@Ce+B`!)0w{9?!0Avjup!v&H;p$7*Lybc$2sqd8E21t;5hH&JsQl9KJhT?
zZ0ePo!>ccn?tK1p|HIdpua^IGfjN6Rmm&H*=#T^PPVwr;<MDy`gO7HKun#UC9LXwj
zuJ0PyKhW3j?Ik!EZF1IqD{58H<$1iSeDjDv0%_DZTCqDR_v+2tTCyX}kGZ!}*{6F(
z?$@jw=TwDyeu`AcE)FmJNv-*4T=UQ6AlE19ncn5xze<8|HyiVE%<pDMQcs;7mI3W9
zc~5^Repfa(PZ_8f9?Xa}=U%04Hde)*?H_&%PTb`ed?V-cNSR++<MaKc2|E4{Vnl9d
z$Eq{<xQim!dbhuF>HDRsV~ca|d@na+28LYJ*Js$)F92l2;mRM+w-Gk6N3Y_}K3I`6
z3EAHtz}xmY^&r)f;9KX1uhmwnx`?`UJb;4tZP}G=_)kA&FIk_#e;(+Xy_lJ$NW*Rq
z(8twmR>u-2&tqG}_Y$=d7Dp)XY=FPC2{M8qV+)CQO&yMs4wD$vd7-cGpP{<8M|T#f
zjzmjhfUd-e>hpuA(;ZKg|1AHzuD~oZ_<7C0`58Za0v{iBQMsw+eBtHhrL@{FM@Tt0
z&5yek78kQ#!zb0EN8;4wH_(ZbC{@JjqA`})IovaeDmUFMj@Q3+Dd&gb5ku}9UGqyS
z_q5;OWnGQ}@?I+q+t}E|A8Co|J@YK=-`bErF8*k|=KbQvn~K!5y@;udJ5TK-OG;Y+
zjCb82Lpw+5&lfA!M$cED2VZ}Fqkd@f|M2zh@l5xB{Qs~vN@J$$+F~qQTPlSW)0}fL
z(nRX&d|@KxG-{NyrL4~!HWXb$2a=AI97>M6Hp(?6)v{%Ch>Oe|YQxa?{r&#_|NZIa
z<{!7$_I|ye&&T6_uYK_6y8eI9M(w-QYEPYT=S<f8uQKY`#@PBhx%J#4<1P1sO6uZm
zxL#)jx-yrFoV&rM=5nuK^l}Vo-oYUk&Q?m%>M}WxtyQ99<FtApni=}$f1&VbR(uCn
zkAr*5>6+o#7T)GaW3@QabE<qU=lc1(6Mrg02Oq3ibBeO(<o8O~ENw&M*l&OQMlwua
zvjsWQaX|YD2xQ5^!#?m>BuOp0jhPoh!sN`w5+b-^co15okHj)l=aN*M4{&nN2o$HC
zc-19QCwZ8r7*#Y!5ryARZB2B56Q|wGfF|c+j>y*!r5<|A*-&nHbLpW+z*)%ojx%-N
z7!?m+zKV>Sf_v}%>s-Tc$L{=bq4BZsuUFPuhmL#uxZm@mkaXo!S}qk`Q}J+;1yvtr
zw{wWevtQj8Z#`*cfA{PK#T#|d)4mbk1O10;PoDUCA*%kr{ixdwC(oX^A0Z)cU2pIH
z3lyN;4XS`=yxecQ?^2LzwgC4Y`RL5Z11q1B6UHDPTFHM*+YBFwX_KJ`7!+t``Z2G<
z^2q-tFXUgT!c8QtIhVox(`S44j=M#7`mH%0Tq+n6wRg*HE{3~h&EhruwgVeHZXdl{
z{tL8L-JA88c=}TyuOs~Ev6wyFa%$l58~1oMONVyby)FIsM%QxckF3p6#~vJ?jEdZ2
zZ0LP#E!R5bM!@l%Q`g=09oias_5OoB-j)ZJUOS+7ujjM0J@#dzRpjCEGO2iMn)&?b
zg+Du|>%V#O>Hv|A`zyh1nt$v5Kac${>dgmFq3A?i?%#J$Z~OgHmi>(r^o}d<K@T66
zZMhKjcw5BTD86wu3{z;i+1fobqcA@}mzn1vLim|VMT)`=uXuLxyI`doPH%ktTdl+9
z18bV7i8RzzYlI;}doLffc`W7jMp+8s&iR`rhjB;$s|bCxKkKXYWbL^fqM4A!7ILuO
zW`B2$_qKv(rQPe_k~`vhZXbdSZz*hiyNBs|TlDf3ay_|dN7mUZ*B=2Jmdd>zC0A}}
zo<BQ0kXmN5?}zfB<A_0By?MkRJM4x5DA;9??w@0BtM9V3y-+*-zJJ8r<Ek#bU*6J)
z)2^*sTZrFtC79aqGqh;)#RDxnt|w9N-rJjd<?B}851$WOt`RI<&b(^0*3{L(s?nIm
z1)VUnPtK0YFr1g97SF1b<DYv?)yJk2;0g;W#3H_tC}j*J>J>DHDn}X6W`>$nQV=KG
z_2LcxP6J|o7jgY3TiqDk`N~o4%7afA+<f{EP)+Dw=gusU+e8b}^)tAYX9lwWpiY*q
z(2H|!D{dqaL1xoV6jK-439{}1q5@ZD5LGJ;1sUWyscj0<^{`NvVv}|}#+RZ)C*XmY
za!*1|7fGA3q6cCjoN;i4S_C##WTuL7S|8g%@D)imlL)Od_2#Wt|8>UN(_5`fr#awK
zX#fZ)*<tSgK4eaPJacWoyP(AQSafT^M*uFhV;a8y|9zJHJ-%LOZX9{>`=!{m5B{d;
z1$L*$jq`==|NPbYq~O`)(9@frjDJt@6#RW0yML!&>%Kz=Bb%h+gkPY2pX+52`;VRd
zdtx%m?T@W~NAhjVJIkHUIh*}d9B!!i&@)LtSrxr8`pKuC@87zgsC@F|#fg2@PySfn
zc3W`PYP;bE%5Y%O4p(c>;|s+L!bc0NzQZRmyZ*nYOL6~$q$S_iu0K!i-~DVn^7Nhc
zSGum`U!N}8M!5YE(Z|u_KIk~O;InE-BRAZbG`DI^9B+yjzCB(SUcPESG8WfJc9GBK
z!A@UzUAemUFL`gmrOyMuKpplkC`*sqzmG!+FRZ6Uur{*_M(SHhlGmj)lU|~E%=2&`
zhKX-<vJn>gvp1z4@3vUd%k}av2AeJB(Hysrfl9}tDwqljJ8+U>6Oxq&6^j;g)Mi?x
zs}G%<EC5kQ@v?xvm_!qh?2APo;Ca^eoMqu?Vn9&pMd|orNhVIs7xgO3--L_Y*x}?+
zbHhqv&J1PwxlOK|1`LxNwBW@n9txB*(ARP9i`$zQ$$%v13>znTqgBjy7ut$gBV=DJ
zZ`^uNIBF0xUN-9YLGGa*a$B)r7=}R@iUM_)qj_4q)2uV?VzIO*M+o#=)zab_w{EgN
zg$$PisC9jBzFcoGiAMGf(m~Xdh<Q^#6c|QH&!R|3YAe&#n2z6bsy7Mc<m0{AMmVD&
z#V|B2)*#4pZN;$bkdLjwMX)a|qBolz1&p?1Rsrb4H=NSUk((IaSX@qG%T+Ry@p$#)
zquY0@2h#uDcG`-t^W%1-x0ZQ|Ee4M}d^gv<8D;*!SVaU>pD!%h@M8VJfV!&kizl~4
zfw*@t+*tPj&QB|!B_qHaW@J+or84m>sNDZ)c_ijf!uQ||7=-6mXi@U$(oZMXec!JP
z_<OIZyY=$^;G^3A&K~OX-@KursB+WC9Zu9r_m`80OMV=sU>d0GN1MT!hpQI;QEw|c
zJy3n&!qeYRp4f~Ty7xC?{jLnlD9{+hhjnzTf51m{N`^YmH?{S~b@!qp{d>ylm;Up<
zdFi+A9}y=02UhzX4$!}oTp{|KYINNLDy`1d$3qe3yr~4PlZI7}F~*Jbip$?NVsUQe
zCcTiPvX#|ED4bY;S<fmc!|9l;*+N7&D4T4+AnN=Wj)T4mOQLCqiZoG}OgpqH9lEX^
z+7kxB+so3_-ww7*jS|r6*<ukayiE{me9JV^Wc(sPPN9BKOM_y&`B96*@feR0da*VL
zpXd=Dj09068WEL379~3}n57xKpmKoYQYzAF3*g`k{m!U_k{Vh4`#i##vJuQk{6G+D
zz!70nrnNGj(gT7e0C_iig)CiOzAB7faC$v#!1h?P)p8o!Cc}gR_9PmJFy*BSO64!~
z&SA}ioAMTMfBV(buntIZ?i|cFfoG-3mCJ`W@EAk|x(3)^5e@BRb4suPsE(<>A-LGu
z8S1>GO;|Hjz-eZO$CpV&Uq@4uE@v#F05ET9t@;bzHZg$7LzyR2zx+92Qd$Gi!kOyB
zkrHB^(xoC)<XdK^9YU4#_$`<stYb;!^fbp3sd;O2QbFz;e|)H5R?0)Em0Wy~YkHi=
zR4g{a(1S<C_{Hg~5nLFS055L=GzC59$L!=~E5b1bB!rB@(}?9;{lQf0GzVl}%ZzX7
zXsDloNeG5T&JhMK*q8y8ks)7>O*X;VV7z#~Y&^J=<*ZS(jP}4Zv_t}FjnCC!7KAE$
z<A%4xDu~moi`k%&7I1zzN?BlHnr~WwYB#i(&3E(1>v9_PO;cUfC9K?GXz&#FS)oTl
zo`{gFlQANRFbaZVxCk{sY-=bfKf@j-U2KDM()A#=Nh=Mxv$=*Sgo(ZpHnMD?P4ZJ3
zTY1<jK~h;7^gi&h)&1_^&dGyM(}tstKqm>+PTTOdur=bZhfDfrz9w1Lo;>Wj|B!?B
z_1k~A!fMja`-1Y(dbXA3fn_#B-QDQBv{p8YYmtyW<t^_i1_>Z`%yAHs*c#mj3V5<l
zaHHu9kTS1J{)o!FIpF{4v#<8Lbnno7z1{$0Xx|H6$K$2T@=-m6p?)aOv`3|YpQ@WY
z_xRQoaoVTK?2{Y(cOHC<*XHIwt$tRKTYjrT&o-0P_-^pVN2J%P>#LoinFW6w7%H#?
z-_`@@eV|L*CaBtDq=4EVBVdDmE~869a7irf8qy#0I)k_G&cpNow4jh}pK~0}KYO(N
z;pF+z{A=~8FE8j}));C<g))w~b%Tokh1S?02C;GRI!Lnw2oMGJiitEBW)39e_385S
zNe7%-{a4qSOPxEf)|6Pp7f2Pg3RXM324(7gDYQ3G#E@le+r7NEYuvMCcA?TGF>m=s
z%mAH45Ke}#i&6`y0$W^LIjxB#4&RmRVZMUisBu~PSS3jK?ST#n8W}Vak6!3l5Y~C5
zR*1Y>G|`E3z+~7q{1@nS%rDS8?xUPg;7K{~5NH+u-n&XDtjZf@5ZQ8VqLFPHu~oON
z2lhd1ex^(~;KmLugUzKCrxSX5m}Da?7M#%zO)hR{md?vHxf*u1<D~};Rpod$(Ja(N
zw>PI*0nH9AVM6TufDS^4H6}V}X1ozZ9gAN|#4}JV3oWn-L)ybnYKODfET&1WaYZcb
z3yv1qb5R^+mcssr>lmfe$R5)o@gw7TWyUI|O4}C7l)HhbUSo#^5MO3N3qj@#^J@Y^
zu848-i<#jqG_x^=1cPI{vcu^{ZsouizYY-WgO`1%_sSRmu`^0=TBAr2-cf{8am476
zEK7k`{rs>!&UCewly2>w3}>gz*U0GBw&1qnc4Bi7VC`y%urbk7NiGxU1;kp6QZk*a
z%c%qG>`rQ7v!_>qRIk9HN7vE9l~`ARLpY5zwYRtBwMezo=7$+h?aU>?$g-`M7T+@@
zj!X+K&~f0jcn|qt*m``<u!pH1lRRy0n`jN0(JOuC`2kUfSSiMY3nB4SG-MA?KjkhS
zL$%Y_F^UDG?hcBUK@Yv|T;s~oq;LUPIENKx0Lll4**b5fVGv?Pyt;jc7SHY}amG-{
zqnZ&+ETTDqgF>g12yl#NQfc~-Pk>W5dVD%uVx978JfTTNj>JX`=$~Ib;KdrckdikF
z<wYhGcR3L1eg9IH=4IN3hC`C5VR++8wt%>t-R8g+!RQ2?OuF-E+F*#TvV>SNsAm@R
z3-kt6j%^YUSMED>4|y*?uf^yhQCONu>IqBV1Zk%8*Lt1;Uhriv*-)59*QsB9FPpZP
zX@$2Yt3l(4<;ws`#`%^eY0UjqVvm+JflxEE$;W?D2{NTc%_a3jP0>3^I>d6P6_(h*
z!UogMB6~wDEMh}2@~9DlbKA@Xlu^Q<%O+d0K$1JmSnJRBjY0A9Y)0F`<xvgt6>2Dw
zonXtr2bFc2AOLpAVle^Wpw(+K4aPehaC#0R3k)qqokv6s`2;Pt{{k7g<;Xqty2$!o
z>ykM{k~RU0?4_5J<RocmH(NLsl7Qjhsk88QogYZ`oQIn*1{|90Xz4KmC2`}Z20R8_
zC$TpgDY>XA&LAPDX>oukB%M0at;tX_N8nBZ#xS}a8ZGgR#c5U#7PPD_?8yvQfW{0~
zTy>mfsd^f|uxWB2zA0zU4nB&}rq}}W>P1~0frMpCNRQFcNfi&e5%aYi92B|6cg^G(
z4$w%~Zbgn-VdHpm<GFzTBWE|Aj5$7dWbs;%>%^3K74FCF(F!-jyE)grS(~k1etklh
z(`uo$d7qnux@_7Bi3)RivH5idv$de3sOW{+-&M`E3oGgMb22x^?JKd@s<~A+ePP!s
zOapCi0R)B0^Y<z&cZR%Jv+0j*>)iV;9WDYE*6TaC0CH)_m1V=hZg^#O>q%`O6d6!j
zb?j=-`^P@(9hq71%wvgZ!K2Kzdf)eDFKx(w`rEPff4TnsZ~m=6FRw(EUHR8NpYw5l
zAeRzd3rd$%6gF}TtM>)_Hus;G$Yv%QWa@xgfD`A$4<oMzxy|QcV$&?Ab=gxe8$(9>
z0A4relQiO=y1CyzJhr6JD=ThCJ;r5iq8ym?_J-a!gb|_HPF=E8z7mX3^#sYiN-8&T
z3ALmFZ}Y-XkfV9z?-?kEGJX<#I91F;LDylTy=uFSV12%f;_2k+m8-?tX$N)E`bU7{
zfsZ#6)=Kp<25bzW1q5gTdHpLL3}gAZlwSZ%4^MP(8Vv`2-OG&))t|ZgT~;?jxF}mx
zqpuZ;1PQYFQUR@D4xHd<B^M@&SNHaoHZz-s%2P+Q9g`AEO41Wp867S(89vQwq{c$m
z{E2qqI7t#+$_{bWw$L+4bDVkAjW_r&rNKm>Hf2AQPKzTF$K2R4&Fv<u{{NhPAJQ~<
zLho+XpOx0%4&L^ziZr^tIn?kD=zy;4u~9?M#DM$!=tDAV?87-;?l}6M-|s1Tp3>=|
zosR3*z$aF|cRN4qyno?0<WgX$H_V|gGh}T&YUA6xR@XCclxerrI{ZB4s$X|Y|9Xj&
zw-!EFxb`#Hm6|yF`g_ua=Z|kvo<0UuRpKoNY`v6bp2h$y(k_syUC04@#t)U1n=$Lt
z{_>03`ZT8Q%lWUC7dG8<4_No{qmS2v`)jvu{s`~GJ}^0}Wu)!X_&nxByV1*YSRi(~
zyBF6+zF_?(y*SJLs}?>W#i_AoN5jLMAz47nZR%#1|4O|73%+IlW5BP^`0<;fZKO$m
zp)t35C7xN##V2v&ZLKLKWgxSp+|H^0v}PyrCEt9C?^gq0p+g&DNScSXRp?`dckv-K
zlVWWn!URZn_=HjX>VHy@D@qFc(kAj+>qvXkB3z7t0Iwmj3`wkQc(;T!Kn9RQ|8B7<
zU1<(lv<`#W)YEV?3=`9!)q|~dW5n`02%(22=~jcfP*OJPYd1EnS);E7>>mcE802q0
zWd3vlyGM|e=h90^H^Q28O1e$>d<G_T=6Uvt*FtZ)eTET*Xid@Zb?OY#>N_!QwjqfD
zWi#LfG8N!GyG<0dIL5+86KBZswpo&pqZ%@0lFdP&WTrVCs(FPLh1lgymoN3szbQ2G
z?Fq4PX`}_0jVsYWl~Js)$*>6O?v~Z-Z);j7jfBw0WrM!7Gr*ce7fNWI$qO#mSu8WY
z1B2-o1MBq@1rFWat0%OR^I<p|$_y481P3I)TJ0_u)7^7dJ;Pkd@}$`HwLtjBS<l*w
zUN2#oTKej>mwiyR<(*NCpD8xoqy${-^uchkM-LN1jy6yWYx$+GtHen&>E)PVuh=AB
zIDA@P-)+bz8&G4OL3T@l?H?!i%NK*oC-+yKPvHAm{WN>rbl~VC;|<3$b~lhq_XhSG
zQ~!)GS!v0dd~k!Z*UF;h0mtdw5%<7=z*_~5=NPiLO*!?>-m9MRrrQyV%6y`tUf<Lg
zE~V$*$n^=q2W&cR?2V#~*S>jh-J!Z-@!8`-e`k!*yzU_n{;(Ddqo1A?soMW;QrN68
z`S`yurP;vmj%(ii`?tusOYyOFYv0jV;U{XhmX=<)3E#Y+e{e208m<#`uBm)u^7uDc
z<wC-zmkHE(bN9)lpM!UO)}4InclPhylZ_AZ4vVLE`z61A_Uy6X-N!YXkJ71?Xv?FM
zZ!-PX>#JF0&N!_ucV2ptJcDo=U726~ZxAFQHh>Jhc<nfkF{)EWxl1HEy7Spl@qxFU
z&n|siipCx0>=9*`z}7zcdN<g&k^;Kr&bbZVlU*!?o9cp&4RUU-*iWESykx|8Hiy68
zmjq`$V(Mm{+>tS0%`Gn6R&<>a95`)!>U0M!-E!?UO5r*_#HJW7?~-(ZRZJ4kquttm
z*i;KoX5pd`7GM>@gkzpqi(SY7^WE8k_dIHth4%m<+ZFwML~16UH!pD@(_emELxouf
zO?xJ-rX$R$6bn4DldYR?Z$#!5b3xFb<&IW&m1>jmmhebJ8yRz6XW?3SPgM4li&fiz
zaaEo&1FQ|RFK+>Eh`unb@fb8~)tnG)0o;cyNXHE+yow%>E23W9{R?zI$fd=J&C2Du
z617uSC9##;6WY7MUWpQP!)&%ZuOWhC?J0{OI`KmiF#voV#vt-ac>F1_Jln`OiGi*%
z!c$}M9xI;S)5do~Jpdz{i?>Z{)NGv_aPFe~s&>Wjy>{$2d(`yq%cI|x9=qTCUiz<U
zV#}64PgXotP5%Ditl5F6>+fS9R<02m7p^h>X^6{-p7Wa*C#Ku=PWokZ`t#(WikGhh
zx;$X;gv6qEnileXE8O2~;o5R~X+?*&#|P~He)>4tV<CNC&!$5N1ZERoE8p;OS@%oy
z5q0U^OSO?-zf0W5(_f;VUle{pzijw+Y@dDP_v<0mUp^nbZS>dmkn+O#*y8mWuy4r`
z@plXN{5>Q)7V)n`Ps;jgrTS8i<pOZ<CjYm4vi1KRyhDe~cSb&XaN*YfJ$MQIKH5f&
zfA$9y#SRc^`2v2*0os|Ko?(|w9S%KF;$NWOMpxX)QAEs`SA6hdc|&kxk0vt6FM9VY
zSa(El=T7~9zu%a6YEj4fbl#&Y_E4DO_}Wm5zd{j~8x7kV|L^HTw`qU;!TvnaN|8)D
zFP3FoYdGmC(YFdkdTgCI4|{*PkbnEcqvy}pR>j_#r|L#(Q33-zZu#5z(onJ#c8pZ%
zY~LI8Eb-~l-DrV8eu$j)Cgf7--HRU2TDMYG@i#s^&t|6|{tfD9j2iIG1o1=RHHx~C
zsD%_SkSAG10+~+HTh+ixgdSfP)_?f1Yx~}_KIU62Q?J~;O*Opbz7+8Ew#qI4aEaFD
zP5j#)xmNr4-a0UQ@+5cT`LfF6pYB}09(So)`sb3ZZ+hRycVUM0Ty5%>h|ehcPTS#u
z3oj}u^cUAZWm*_#ReB$>z=XP%$k?}oK98u+-)OgR_dhj2wIv1&SQ{Kx?&1kQy>r?(
zGOlfM#S7aQ{&jqMV$QIVw((j*b=mO^>#c4`{P*TG7Hy6o=DTINDcG619Ppy~XdI=W
z7-HY8EPd{rDE_<h`iJ|~+y-VeH#6elgwMX}wOy96W;aame)pc;>*>nWF1Yga<*6ZB
zK;iKI{c!7#G|bY)bfY<FKyhrM{}%tH120h8uJJ#Apj3$gkDt=B6*$q#EW{qEL^oo)
zbrw~E4=wYH%Jzl`W<fTQlwn>GWgBj4#$e3>gi>@*7(Vf)zpRFv`lUotTb|Y&J5TDy
z(+6R=BtFL)7iGFb&eHT0td#IL1rVxkPc90<_Fm3w2nw@N=F|erZG$&yKpvx5T<l=t
z4XqsvuP1YmZ38af5a6ix0c!kU!n9t78pRJM0KxPn8X?4sZXVAX)D6fTZ~e~GB#=`Y
zdSNiXZ-!~tZ3^mj<$?sl#Q`S~HOyrY_O>>sR$;TODggmuoq+N>J&Oc^V}=acC`(U0
zG63;v<Uq)51(>$Z+8d(h64OMQAI5vZl7S?-NM9ZXNz!TRT^oS+nlr!dmpZD3rbX+O
z3=r8#VK##}w%<gj^Ee{Y#ks>30bVePy%R?DZIg-|85$%$3CLKBIv8c05CTnFo;sec
z(s<58>wVi~$N@L$tjYd8^Q?$_pT0lYvZ-F;eM}l4-)u<%7a>5KF<c4~M=y+A^10GW
zeOO;b&p$>vem-}L<@Ib_XEpjS+u1MrcE;%ep?d;#f=yGBTwP9Xy?XD*g+F@kJsbJ#
z9XYX&1qPD?^-->YSH4&l{hm!qA28nV>1&Ak;e=J8j5%?6Q^gCbtuH{A&gg-6eoOdS
zdMsnx!=p!B0yvYFZvF3mn$<jLz7X&}>%FAiR_t%kpXqA$k{c`Y?X-GWg=?(Rb=_a2
z9E8zKx-i*%zF`8q0nYxZikd?&t2M7jd~%|#K0X!(R-rHaaqd|E;TMm6Hv0q=;i^4K
za77n%9QU%r7b<dCUCxU<HO{M`!$C)q2CXL$L0$ux==CZDISivam(+!_wt+SveB$v$
zIJ&-AY?`O-tyHv|X{m5AO**9BVp}@S3j!@$mE=v6avE%j9V)1aUx=NWKgvht12Sn&
z!$26rNu7}m){N+ELceN90~T_dGEIp!G>b>0EdmLDrj0m>8*=zv9GH>sO_Ywbtpc~F
zI|^i5>Ag6cMyQi8xMg`SH-2TMC+F&S<<dUul)Em4$efxKfj77$S9jWeB@Ww;C8~fV
zvcmvPo6OfHx958>l@1orb%~{yy=vRLOnP${)uzx`@@fHDmmegIsgdVX_<WGwU>Kyc
zwM9$@Udig;kD$AzQro;_P1>i(;q<{E9y%R~gJV<qu?!O=N{6n_#1oQzNA>d)Y)0_*
zn1|hX&$RO7*h)B(NMviGu@0IL@@VX3DlJj5I0nkxQ;YY|6@qj$t&aMU@ni!8#tY^`
z0&Z_at{V#PHI@K$@zGa0e@f!>MsLIOVWhoVp(vRk!9;%y>+C(K&qrl&i8j_DX*@L-
z8?C1<eYO4;!-X@Ub1x2?YJ3-gF$Me~iq%nhlsa=hhux);q};topyx$evSv-D$irR{
zsB}Fedj1I%6Ghf<SDS|<X;ec#cBQqvRR0=un*|mzYKBx~;$eNd5)G?FBmuza;VBIz
z*&G1-J>}~v7reusA8|=}wZK%ht?{v-6I+H3HYuT`oaY>IY`B6ahu63Hy1|j%%8ZTy
zDn?+DBJY+(utek8H8#zu#a$&R9Ky!A6B%$@L({><U<YXeo2KF+E+spozVo7F-WfAR
zLqXF-t_mn!p@YuAggfeh`Rs1z_foiXNH{M1O(6rPO?2r>88sapX%5pfQIs|mnBkNz
zsl!w)-Q4#`RhLFCl+}kjB5ioOUCf$6PnxhC7=vmI5;-hRO|Qfy>Pq4%Et8bLf=43Z
z(;*2?jYr9&%4V(BQM{I51T$;QOA8B)S?LHhT|EHQF^b{`UPOHw$e<1v#NM&Y3OJm1
zXtSaB`o>$8x4gOB!%UDd2y@s!>cg@8f2-%ins)eg^```i?so(~UERF(z>l6cdD97|
zwB^)rJY~i<$wMWYD>Ke_<F56_e8U;KR~dzxuHYFY+12v$&&LjhjEB5DdL41nx56TL
z_xikmQhM>e>U4W^pUlG)Yz3e0{U6je9>|m|uEhT%i~4lv$G^#y|LDFtV7X~s*u%+K
zyFCH!W=?;&SwbuJ{HAqy0>e45_!u;<+~6G>v2W=uW$TtR4>#B4FB{(~D->XKhkRZ-
zTMz(-yK;5o2RP8fIm(!chZ2D)x)4c2Y4lv^QZAU59MqOebm6;UOE)f1)yHDq{sL`&
zmz1+QGFLLPj+ffRGsLxt=6rkDpxB`QAD{@ubfg(EYTh&6i1Qrf(XJx#y3?LyHv!qN
z#oB|1fndTMm5Xp|H<gNCrqB28ZFWVHT<*<;cjY=AI{qG^62`L`MijCuQ-X``rP)Zk
zdOuiG!^ugj%&bgEtgQ!20&kHRG@A4nrKI;Zo3c1~27=}Cbge&hr7sEH<!dHc<p5Uj
zU}rHlQUNkGm3x$A4`up>pCOj_Bq(Z?9IoG5Uv)c(vwRukp`SZXgkZC_IOGbUX0x?~
zWYK%#bfR@=HcOhB9Ns%fcjl*uQNi7VNeUo&#?o==%E{<f$j*Ri&M8+Tf!c-3-kQ>$
zoHhY{5KCUfso0?cTSfuKtZmqqkqhr`UtN}~@$rTX9TD+2t+G+7ElnJh!6BsZySbGX
z@dQnmh#wta>)h$IpvUK@)E1+}ArxgR$8<Zob#GJYD@BdewQG=+WST925StNXAh4|x
zuJvy=y@*>}Nx8!JQ1LA6ux;$HWC4McZ{b*)M>OYc`2|WwmG=_p?bG2hlk7a}Ao$Xl
z=j6dTqC%=S<JAPg=uY{@hN9T*ytG#)It^n9Ss1vPB-=SG91ru<5;HbkL@vJ?5qUc5
zk3j%bU=$ZJJLTe6yXs{dsvtqnWY0QdTy4Yb4ef_KS1lZinZwwYWO@1U&_cEXN_4qF
zZ?fUhfd8ossi-lEg?+7xC2|m^NQ4U&2V~<B%dBjXE9!_fL!@apOu5Q-gU}@Di3Q|H
z98;2rAc82w8dN~eNU-_!@a8nDS`#BEL}T#ThNvW2gHzPjfuWI9{e@|UL>BcbwoRs(
zqGKB|6sbx8?6TV(IJHPw%Ia#8$c=DyG{n^b!CB-hn@ejPtJ|1JY&$s&tB}+o%7D~q
zqcC_dRH*3|8~PM(g@%A5iKy=E0_SiGJAm5}W}94)m*yaHT}|GZm^Yr+i)?2$i}-t4
z)85L#(4Nr6Syr}*PZ5k>V&N=SK<DQi{TNQ80(+CF9N~Dn<2ch+i&Jb<@7$TpD<76L
zKn8Iz*;7uLFl8imvk!(*VC_=AAdpRin`2rAu?|>?4!pcpxUN<p_e{B*jl{=!WdLI>
z^Axo$H7+y+$d<)x12rAFH#%>gSeL?vFNH%oARlCya$AEIj}g?2mJvB5gn(GC5_R%N
z1;V-9FH^qS_TWWknQ<j1-RVx8D`|BDqgV!7bn%0w4my7!AkE8QHmqFZZgiUw)p0bB
zhAf?x=9>yUacu1*fKn1e21W~&POp4p2K)xSTGAYbpNGHxB!2Mv((bqCmd;v!-h89a
zR+}Fjfm@0ueD?}SUka>wVAny+sUJ+h1r<+2>#@upBVAsU88ESI(sXgdj30IT?>+N*
z*Sg1dCMsU-D!hu<emCr<^`M5cqh{QPxm(XKAOTd}aD>Etz**XOBjW79!QJ}zZwo#f
zafz9mxBBocUsM!6UhC5rxYp0?)2q^xcWPe_5cb7jE<eWaqt;*YDZXg2XW;PKddm}}
ztj!TVABwI;9-GTI{sk)eTK#3tSmQktTYj^0-{q9Qyxp${*`2TqOx;;#w{YIT+@L&X
z+j_1WW>GmsZ%KU@Dq6Ob{sPUCQM2iI24*BqKX>czfd9Izc3|tL*Y<|)+}oQQZsIP#
ze3NZ<_gp5~5@$>@tb45OiWH`PfxzCg@8Nhtns|0sB{_kq5>8AJF{&w&1%urSr27S{
z9YmbUrW1jbqGyr4@kV5|dF<)iYtHUF<96($))tQ<BZ?Nr;65)~i|`UKXjfXzSa_*2
zY-#bOUEONpwC~r=>rb}N?*D_T*!O^IIDiL9A7$(Mai0`BIf!SIj{HDJo#ps5w%)my
zf16rXelsE2)VM|$zI8H|sf8I072JF_anr)J>Q<F2+UMw+&xIhPO2d;W9j;oIYXTmD
znS9-4mBcx5Vd3XLTmP+{Te<$my!q+pc(DJjTS)KxODE5#P}{-A6_pOTl_0%WI~pX;
zWx-Z^?)BASmW+2*d)*HJ9P>_=5zm6wY_GI^<eg9dsr;)y@aKmC!-%7#-O+B<0ioY2
z($?ATq2Q|dC7GEx+Ka}9!<CK0UoZUQbN$7JYOf%l8~t}EKtCS+x-lr8Gtuy+Ez<cH
zDE!!=&&eOv<fh|RkKVoCR_)B(x`}$n<I;5Y@ylu-_v1!h-rW6_Bx{32Q8@6XVq@zq
z7Dz1tcet>*y;KANic5}`ieg@uhN%<lrqc*Da)pEy&SrzUeu0VzPTd6YYD=QQsJ?k4
z-%LJ6sD)s9!9se=BG|QjRxMtT&(?Jb#10VhRJfs6NJ2n9c|jP}09Fl>7xI&4<{TL%
zA~CU6A}+yuV<D7f5j0paXzwzpB^_YEb4GcBuUF*LvHDuvN+hDSH8M%rTK=uw#5EoJ
zqo<oJ=)@H3OyvSPz;2LXIASo!)O=d|gh$DgZab7#r&H&bqBgbkq;tb<>NKG-tC*Mu
zkg}9NLTLSF(n}vUfRK~qtny|LS6MIT>-xFy7@cNX3}*c>sB6fF=Ac9`CzXdJ6~k3>
zPKKm6Gp#r~r$S`kQLJE&#X}f?TTI|MeuY+7EY(tzT)sNA7X#N}1vyP(n-scA({Z%A
zr=?WGae6HDGE6)q%n$M$iyw{+HRWr2h9!bMSDNKo*%ppQHcP;?y5YE7HdOAN?D6T`
zhlk2zx$k4%_e^m6&P!A;k3FbTesAfz`2F#dslMZ<Us+t+d;TAvgXIC~=&gStW%>ht
zLjw)2zd#;4_gquBJ-XRH_+YoyA5R|K<E%KpGF*B4>DB4#%3X6iy|=;+QjVwjWcyS2
zQr1Gw|4T?;dG65{G4NxO5yk!*v3v8HlnYybfpkxvy??!{;j7iox?vai1E1{smPgK0
z@^w%ATws5e8NPU#`uup`!~l5WN_6D0>hoXMr>xn!=Ii-=j}LYXoqyTC=fx_TQh2|A
zv*kYe2iv<x5>5dvGQE`X!HA`-H^KzQ<%M}^GmjDNN6c$+Vbka7Z)V%(zCUq_`T^``
z*O(u23b?Qe|N1oVQ<>sIxBTaf`K-D;X6lx#pZ$+2Rao{JsHBao5|8MkdMCi^S2TJA
zlNh+8Eu|#SiG@w=b1Omo)PdGOGZSQOq%NfBgIIwH!)dkKy2{L#48_B+Hi7qmP0RMB
z(MvW6L(c>?Ho6+y95d)iIs!=$e#_HY<*R4gRqY54R;cN%pQB1$nt>v=Hnvd;E5_5H
z&f0}+Qxz87vdHT~r?2k4+9dAH8;ymsgvBBP6Ww}hJh~dh!7!}7l1-oXua?PzCCz#y
zn~ox6iKND_-*tHo)}e>$MqvSwMxMyVHZERVs&*+cbwtkBWE;iju!uSWS$qc=ZXVAZ
zq~gZmb()0qO5!TIUE~>GW8#<WY4Cg6&RuVheg5lA%EtNWz84QKq~83nBk;w$s%lBg
z;Qhzcz}=G<FpY1{zP-P0%^GiXh;@`s{@q0oKB$DBQICV`v`7!{`lcGHe6jxO!GUY=
z^B+F{eR64_A^+s*-`D+dZbSbcf{y&d;?&Y-^-J##=T~q`mXeig<q9<XcDub-bkp%I
zG5=thxFC-)F=K1yL0D(ad9$KI=HcCX_p`<hkc%&$#(pe{EW4PCJ;>n5FlG8~BZuy9
zEs2fGgEJvJ4}3S@4SXd%-TLFt?YlqK)=UltwI=oL*?V9z?C7gMBVPXR^sz^WA3VHS
zJy=!oA#lU~O@fKQbpKP8755FjwFvp;WyvZP#5N8Lmn(I020#4*nJ0h${L=0h=uY(Y
z+`ryQc3a&X3VC^WAo9l8j_Bjlfp04w?V}z(du`J0#Ko(J^Za*tY~Epn_y~>w>+r%&
zrU)3(YDZE`^O-$#bh6N^t15+J<Tjk=!@zI5EWH+$VU(GLxW{z`osQd#NoU1kYjoF~
zzgoHb{eSc4rS+ZVUjI9t6b65^_Wp@24>yi&&#m<RF&=%}<mIKAaesWK-lHa8_btI&
zQVo3wzmtFmkwTmwhZ&7#bOV&kdJu=Ovg!dKwfYjB8i-5Y%+_KmeWcewCo&4mOUge4
z{mF%en;!Z2_WV5{dRQ-P0ogi#?WncUNe>m!GZZ7vTG*(1S=OSe&4HX@Hb}3LH8*9n
zmWUY$6juw35|DxJi;fA^E0W1eSxzwYOEd+qj0%AsH3Wi*TGatU3JODLaEoKNvP`b6
ziv=w%*Uwrw&yHJ%&Qv;-qkFW}Dn+@=b;^<4F`Qrqn%bcy3&EJG34$@-(hP3GAXqc%
zN$+4z>1EVS(Hi3H;Vcf96p(Xw*}imK#)l2NIVS8ZFkjOO8@N$u+R%R~?~lNf%B8#R
z6De*NfZl@7&nSz3Q>Op*rdMz8lPC+XtBgLp*j&*tm$l_TOWRwOW*ess8VQMm9+9-P
zSPxwil=h?dpU-@1-iPa72~`f9Loqc+??))EzuXY9via1@jcYw15!J<y8^zmp=tf=d
zI39iW8uxOglPiey<bs*>)ih~gOm!LXsO*XU@s@nN8AnUnOQ%o*7vJB1QoUeo=wj)f
z88(UUT62MLM{xhY>(`~99j`Y;G|Utj5VQ-Bhfh6{{Qf7S8$R*dq0hlD%Z1PO^2B%Y
zBBQInR_1EsaR-Kfqt+i=jQSTAJh9KHU-7^F=UyKVx_kG2itz74Exl=t$Eyp`$F8l!
z@2AQR%72n>f0D=35{|xD^Yno2y@4(JzTpB71cGm9hx`uuxmlH+ADCakzi=C&qw{q~
zk@{iLoB0dXarG07rw^K>57D|m&pv!&&~)(60Hv$DyX^i2;bEivvKNMhRnfSC3vUt(
z=V4Yi4!FM?IU8W=4F<XAyZKz!5i6Y*WE*kM_HVp1bSnPx-xl2Oq5J<m!peW}umFTi
z6!`;LZOLfDljy(C|MR2&l~_=kxqI}k+J7q6U4`F)e(=zfXUQtq85Vv1eLI+9irkVN
zbZ+}uG+6TW&~-{g@9;_O?)5t#623`Kq5P-%y3eh;-=r|FovON2^0D?n-<OLoj2k8Q
zCyv1qyqWd<G($|L8~7XA>8YDl-(MKhO&k96gxSnfDD2@=XTsvx8~)e#J@m!dt)bPU
zl^w@#UYb0OYfOKXc{SjYX(aFZr@${nEyASVT~eDtZ>MH{s0Nhu5OwT(y?u{|d9-Gn
z-_zR)9hV9`5^@&}J^i>r9`rcb`4<BIGawjjeDdU$M-hY%%-kD)bMO5Q*4|+0zX~;u
zwR!~7ngxoPQ$&Y(%<K=H(vCv&rCAd2QG?K@LDL3W4%(rMQeARSZ+U-Em!qXiq?<;K
zB(XE?R+F6si%ccd#E7h=(=CW41+e+U_H%me5)0ovBqYIF2c<@?xRAO5((=qRmwetu
zGlMwKq_%8Hb~<vlwFR4^32iSOvtJu9kIXP~UT}HDkkpe>NAvoT=*uW|y93~*+Urs%
z;7`*@(?K)|0k~e-C^D&%P!Fmv1Nx>=w+G18q0Cb?p*iWioE)Fe5s#Y>;jgo}&nQ39
zftA+{y(j5vJNE!G=)_U9)tc>>XODe&8Bo7a=iKt(+!@@C%7~(uh-Jz>Z=L=>4_MvM
zx0Cgs_Mt?6Rqy{JvhT;+=SMb1U5Mh|IB8vHJEYT3|Czae{{eGv-^;r$1>EfupLs1i
zzFOA$q-a`VXSI%U@?yx#nfcR{H5kWdu}1Hl+;85vzr|`~$CjUI6_)$F1)u-^mNIwu
z^P?lWeoJc^qX$3S3;l5?wX$6CIPS%YC2sQ;%Dw)NfrncZ`wu=$Q5St0$t|nglA)*4
z^KsRsXjxM9^z=Xma2pN*p7$2CD2UJ3Dj5bjW5<8?6*g#x=FOO#FPU$Rp=Fb!c*=(Q
zB;Q1n{16g|lwpSPq$@LI^UyOx#m-LYsM6-}I0!>VBKjQH4}o|jr6-B(RTi%DoVzUs
zY4iqOYS7Fugm2zdpn^8CY!gKM*cOd9TWi3UJQ{7s?)m0pS3=BrmMr+X%*w}hn-cRx
z9*NS>w!C^_b5JZO1$Y%0Hw*Qf=kp)et8?mYn$Ys{>G`$(*@)2uaenB<Y|(p6n{)>G
z3slGUa07F|iMXUFaJpAI0J`lRfOOF1>DocX9PK1;XrxF((~z*ljzSHyk>3R_F6kMG
zgw4dab5_Qa87!7b2te*!H|<IeOLhh8!s|y3J><D&DX%M-O(yDG0a^3~fHXIf1VWrC
zfc8t|XS9zhWerWD4Mr4r!x<rrs>|Xyun0tlS$NHg7btIf9{5o(7q4^C%=oT@c?sI3
zq`N1?4QJ%qCU-EhDYs2R<n-t&ndL!OC39k46!2dz5rn6UaE7#oatlwtc})o5Q`GH3
zs>-LegI3(BP75cWPy4QCM;U^|1$7xJIb20RG{Z)L7}Q8hXKV>>*ejAFNnAZ@V`1ZH
z>DI0+L0TkbV6+J#_TX`+3=2j(Z&<etw|<6bL~C@k_0@O{1XTpB9%btqQWKA77u2~<
zd!~*Cfr4m>>}n6VA%rm)UsLcyV;YV%wFse<&ex%5#o_JdWh2ZkTfcGJc=SE})U>(A
z><~OzFoF+-*ORkN*uu33$U!g(g2%MBFB9|EvxaCXE3Doo!w}yD3CMR;say)D%g0+F
zzAN3uihM0Xy%xq(qHIE8Ln<Adgarg^j<PAQwXxgq6<j?4(c-c5tii5xz^j4WOI*sz
zp7JQo=+%!5hcjCNF{a?XA-#CW=SY`ulIn}Frp9_&&_`oME0+bsY0ks8t_6nJhIKj+
z@*=!!B=v)I*x*be5k0)8p*I_l<Ke>jv6UD)6icXIm?I~ud+D7PU=N`regL<Cl#Uia
zw_=HKp5Byih_60ijOaDsi^AJy)3J>iCT{48*h<iNNRs@bPE&ykkAn*`q{?%;Gii!^
zn`TqbIG9wY2{B4T*_dff(;G6tckBeo`fP;rd_zieY^AkdJ}fzDQRc*-4$lk$=YGIS
z;8WzJag4l}Er4~Rd&fX7!5Fq5G^5_0<xt|(ZKBX217kOGcD6}AK=>uh0iXsiu)(_J
zD=t>QK+Q9>WY2IYV$sy|3%V_k{`;iU?Zg#b^IJNStZl^Qz3o8$6Y~r7{cy3IX>;yY
z?k`XbLP9_ugV9l%cC!&sI4;UCz9nhlcE#DN<;h(Yw5NR`3Xj4fZe_}0atJHn6}J+d
z4g?pVNFxdf+D4G!<Ln3ZJr{bB3q@UHTW#K)IMD!~`s~LBt#5l6+D|Y9WotG1qCjwv
z=@qZXN0#`QsFNS}Lf!h4<a?#|j<?>0C1}P|+6CmEC_n{j2C^}vnc>683SMfXEd?4&
zbnZwnVP-%Z=EXBceqt4yffCb1a*f-_rbGWg>?AtQY3_6f!TVaaZHh{yY2z@h!KsN3
zC2MU%Fy50Q&??ZkC(3)*opC8|l+;2Xz88UIPzg9+w+khUD37oq$M6bjLc6C@1i;_R
zuyrNU*eJ2W8XG)FZ=K+3p_pU=-UDTZbAxyS_hQ(a02$nn)9l-$aTP6=Big*lEOrV@
z$_3CZfFj6)9LnH_C(bub>#e>oZM@7Aio<I;_yiRmaGtssUd*<3ML26bI8wzD($s8R
zyugtHYmT19f=)#<94j?{7Y4ztWMs<+L-}1|Bp0J-MyQxf(3-7?Y-R171>O-p>@xj7
z!pk5PalkblBy#cfd>7NCAfN_-@NH~?JXe?nRvD3vl66t5M|&e-#<wU470|U8))S?I
zIRj`zD~ptENOcilgWE}bT}5e6PXbby)5A0c$28<S$teyT>#$^+qopS?-%GlPRA;Xc
z2S7LlIyXd%$EV<^KxZPBA#BVUBaYM)YP;YaA~%^+b9ka!icsbn-_uIRPQg0s7+70h
z?*VLWdRSP(Y;$G^r6-XjMt7CIu5FG%%|KuYfSSP!ub(@Uz(ltV#8SmGmFR9JN{Z-b
zfaOYC$ebt5)Ff2YSwog12u)LI+lA{E6U4f<K>Nc_(%#nYfXjK!nuf+plDk|gs{NXB
zZUyxKyyY{c^A67O=)5MO!~)_GPH2*Z_~!op4X0Qh7bI&F(mj0z3~PYgKwY`o?1?wN
zM+6n)Eo?C?C4$2aClHwNjRjyNlh6~@+9K7d!Ehi>D<YZ_j#dpB;Y1+}@kpa#cxwx^
zb*(>1MjTI`4o$~8FLX`sm55O};}Pv7Cn1X*Jr)<@J=<_G&l$Fg8^zjsgliMDp}f`S
z8Njn9%&)YIr{%yY{}2x!*2*KzFl5Vq^UjGj4gK-i!gRmHZg|7oP=SIVfHtzjsPXKn
zgslO2nxvpSP52Zx(=n92S`mWD=?Sqmh%<o2Vk3L|^q3<8Eu~z9!Nk$?zA;%{Wuq4@
z!tjB2fg}@KrIF{37UyJJC))5<4;V08WW_T{BbhL8C_9lfX?|PErPX&FO%I>L(9WoN
zf^p4kM`5<vAkCJ{HvcxNa72on=Lh0}Y*BbLKRgR?fiooW5+K~A7_{oj443`nqogQI
zSX^>7rJxpr$cOaVU}*J8+WHIf+&M@>*A&=QCIf|q7Uz4>plK<9l!00L+`?cTK+uUC
zBbzOV)j10RW!U*yJXE5T8Irva#zlvA?OuPV?`8egqel)#V^+K!+MyExfqLtr+`NzZ
z<lhRQ1hz7ra_4h3(KH1yyDLAO5YrnOHEwv23r$_NJbL}+laEgxw^|;7?@Opc@2!IE
z8g)y(@nBt{sO{&(8<v}%PglT^`-g2`ANl_1g2l~RP-XXaXV&(XjI8rp*j6r-<33BA
z{<T+qxPeC%4g0bVhV)6=KlK}L<yP8VOLRCkXzpX-HnGMhup^*4*G})jfuEa+zk7W6
z+|svkr&Xj~{fz^c(@*U^=celvRE;Bm-ng!sVUa84z_4e}zZFkzl-&rBz3Bs-#icvD
z)>7l%*fxY<tF2kM4e17`xcB!Izx~#kQ=ipu$36Mvf#r8Y=VwLR)RCK<NO~47^_AX^
zmt-+@pEd?If8Ws<SW(}(zpC=toel4@NUrWihF>NpCIei3@BGH<_*}X_{`HnSxBLFx
z{w4w$Xbt8%Q8xQ+K`igXMFwObbA)CfjPp^|#nq=Sn99&?)2}Nl*HzVlKRIhbDqWW!
zdgM(-Ru#f#`=k}Qm8SG-Pk!Gj`Frfn%iA%Hmu?|`V5mj|TK`43EKY(WeR(DDY@Oid
zXo5`%5>e+mL)G?1>CM>9c#Y?^bQ1DzNxna=OR2j%h||seD)O6y*kwy|O*xpJQ5_o|
z@1g^+igOYgDzcG;DSH5cxOys<6hbqjj$?F~BvFuJbllN$U$e@A)zekt63i;dATc}3
zeu0$OsOQBP4+O#?7xo?(n!#RQ!4RH7PU}q@^fr>S%~Azv$};1-!di_Rznca2Yu3rt
zroq9&5DPjX-h{8~G>pxvAB`E*(x6}UHha}MkoDbq<f?AgKxiTtPwy!7Ezq`Sd-wRl
zYh-n8%v?k31ewfS<h+uODN(lDk~Qis;xfBzQQn;+l+-#qMiE&y>7XLZOomA~`f|2;
zK3VjkaT@S;iqqq07eQvD;U<2mdK`86>K4=SW>=zQv3nQ-ba~WbAQ|u0?zc8TG>$P_
zL=d@29!WHKO^B~*UaU=MPTQ{Qn@)WjWE~F|dz6@Ph)cyJD3d<uAsk=w?39pf0K!qh
zvam&O4)P__=@t)W$f-9Nr01^mj_Qf!u?F>G+%M1$Nf>S{rB{oCRF;2Z33<W@B-xT0
z7HaB|ID`Em8aFS8#Ck25jZ0Ej{h~Xwka<S5nm1l-k02wL?Xf!OSFSR_s!%DVE?ZJz
zop7$cK}yvbzE?y#2GNab%eiB(QBM)#XqfxrVO{8;Q>$$dh0KK}ScAB@(RPb4kFvop
zn)Tm&+`}LV3J8|JXwwAdE18Xo+)j9{P2L9`yakD1rqQH*CMie*B!e0@1uUXS%ijW5
zIbg-qrWv<UOlu*;)3Na#`MT*qBn}wj$JeCWz#E5@dH2ZO4s27sfs}hxu_=0GhJa4b
zOsSX(n%0j2^vfA7;Fa<Er0h&jtSx0I^=i}d-PDB=^s8x#Tst9MPgyIG#JX&fD%xCp
zlazyW3uv)&iWI==9dw#YD2LjHOI30w&B_QiGAKy5M3lC7UT2<#jatdTrJnjHTQnRl
zT}?7b`#^hEShXT6)K?OsSLO#3ClaQ{zxD3?sYtUk|FpDk|Jl!v&JS4HT{^ih{MPFa
zefLJEA1wc&iiqCsLjCP|%&n+%KPu7<_qZ1t?5cGbq-XPeLE+76vD|bvF5>a&N4ui-
z{=DgO=<I&WLji^M{)g@<8^{~>De406aSr@^_Js5KK$ew{`{7Ek<sYuN0zvJ?_Le5A
zYSNJjgvaYkhj0CF?%J&_ac1@BZ=Ke;cYnkAd~$p&5}M`Tg>2d)xrw-Mz47P+RgUKT
zv58Z$hnM;uxYU2zM&!EUFsCh!n`bP+P$ixQ<_%nr-zaU{hy=X?m$jGw^HU(d33t|^
zJBtkd%h_DDtDxacROC+MmuKJa4Xt|c$BTcrEyOE7951e_3dn!3q{^>(XM?$aIk)VL
zT2YrzMv30(Ym#`Q|0@VM=M?<t0qW7GjZXv4zI++j_;EM2qUD6LXxD#q?}OQ=HKm94
zJ>GQI-RIo^*SKQMc1!=?zVH<!C%K|blZ{UbS{Mp*dtI-%-*^;-*ykAX=jNk}S^gUq
zl_#2fZEHpMi;S;h<7SJ!vM_C+Agw0@%$UithhG~MkIz+xx%NIZV*EC+In3Sba<YEl
zz5><}i?797Rz{#k`?Pfno5!yXBg$EO%`m-U8rdji#KfRyh?^jz%jOEOL;&suRk_2b
z?F;HqgER{p9CFGUs$VkTDvW6Yz6)FQHN4s9AH9Ihvdt2Dbq4sb&ropFzQCQ#AaxFx
zmMe7-#v@g%UYfa5Dams7OYWX6C(SRb0oo!(CwM7cOJGBqMb4tYGQkH2XisXb1vyl}
z*Ck)fkmflI0%U&$a)|A%?N;JY*48G?7KvFoy+B>X1DR=yrNhCA%KD)73xqSWhBDb#
ziA(-;RejpYtHC458Wp=tw-}1#>nYh3kxerVUS@p%3g1+obCua-8(-7QQ6Hd~B#_4u
z1ECC!z>Ndy!mz}8$ez4Z;bIcV9Wvu4^%Dc7A9_m&pp#;iYCs7Y9FVS3hvrm4OIJ30
z&!`==1KOA-ZoRrwL1C2H8kZnk_C#;3qTShUc|3A~=`>Qqlx1yknyvdk6rFomlK20{
zQ5a|=6=|D<A_<As4k(*q2x>V`nU<Ya+Zu^!E%CT{$OE8Ru%W1QfW9alw5(Rs<~)>B
zNCvtwSlJp03W`Z95f3REYQN|Ax7WpW@mxM{KA-!2->=*Kb`QPKKV~u)Taugm#lmNQ
zC|gnA+=<)w?h`@4h4Ye|zf}D3rr<Evv-bV-u0NiN0%go|B_ir1zS?08|461@A`d6c
zL_A>r^6-4y0U$!Sd#EM2{mpN%$$)RS?d17v-WngX`&A5!=UD-JTATCH`l!oamfXEH
zaIV9$XUpZoXPd?hmkKu=J-_uWDEDW3v@GH8bL`xm?!P6y^ga47su*^&bK{<!+})Ha
zfB57EJQpZMJfFF7;p5jSM+QzjbVeNU+>t@29c{1tPY9GirmPE2_?t}-NL<{XDYv<}
zlsOpW#hO#gkJ}hi)Wo^}UT(}idkN@t+*W@U;pG#L^%As1H*t3>i)N?&NdK@y^qH8+
zM5dLjyZvj;zpNX{>P=hrWZ$~<YmM~l)}L=~cJtr;inW_|>HhzMU8>5yI(mEYV)qwM
z4~*~n-1D6C){XH28c?zGfro?mvd?$5jJ>-D#&eq2mG`Wy_J+By+yBd=2LX)EegmYe
zbe=^7z@;cr06#&|F7q`?h-Z5FThJ9DP<K6VEWW>G<AWbxT)%qsd-o5=T)pC?<A-^!
z340?_o@|HZi^fl+$UGzCQh0$*SkHZlpmY5Ct3dp8${pYlya3v*LaE!E_6}{r+&eD$
zBHDRd{r%r>-x!KSK2e|D(6X@Z)V|?c?I9&0)z?4R`paKW4&H=4PL4d7AUprr_MwK&
zCnFMe?ch)Y1+N2A{+L3qUBBB$_8j~4HM8YH%kZH9h~gu&>nBw3JKrQY(Jt+Ma+5Rg
zTCcBO35WUq{O7m(S-W3-{v?FiK|B$#XZ^<0grVHY$J;#5c!EBi+Asm~eEBfN{ra}r
z+$nW^d~iH<GO08%ZZth#-aR--n5SM&n+yT_N@l#gq&SdRfvQmyE3}!jn>zpfrYr#O
zncS`AjnV}S`;7k%TE0gi8HH>Zhub~!yJ&wCmgO_~tsIKUlFAF}DdLQ$MT3Isfp+t<
zCpSFsB_1piK|enj)IJ0E^1zjrJ#dA9@X1+D+__Kzx)NV#H~yzkxv+7$kVJ(;#zWS+
z6|Quph`7Qq&T^s>Czop`Gb$)?we%WQn^-kbf}9v+r@I2i+E!XHsb`uMlDJesvir<-
zOt=Dzt#e6n5LuA0Cpww~hT*`NWEW3dzDT8`+tHC6$u!I*+pNm;cC~s1(}fM!!OkqI
zfF7^l0ghcl>-m7$%0)G61GqPX<N>jSM}(2YHi^xMl}ut)MbS$jO^67~=;m-?y=gvO
zJ7_Sbn$a~&NfVKV-GLUx4&WHC_AT{Mt(EkFrqb+axCSI9^D2>VFd&9+5edUEECzXv
z7FKFPadW<918Sh$B`q)pTWJs=z?!uJ1)?u&eFp;JtFDoi|8_ORq^L79hC|h9OF_nA
za!^nFAb-&i4Yy0+48T3h^zuto$58o=dUKIshUqmhmB@scEVk*GAwZBWn{jU+1SGH2
zByvWO5sa#{kScXfxIQ53*ru~&CT6s89T}~aq)#APdyG>(1(=*YcEglgGM5sGS~;B*
z%S9;gO9(PwJ;4c6i6Dt6#KZH5Mumj0E;6z#CRdMGmkDzipcd72sM?twe<v0S`AlG>
zChG>|4NI;R?P4roC;}$5cqR#_uL`JMtZUC`^`~k=3|!D8#_UPV6>+3m)<Cv}&77hx
z60(s12U(=cagG<G(4vYGM=Br_OalA?r?;T>76W(^%k`skCNLhJ`QxQaj!3Y<Nse5>
z$_IS2!3bn~Vzj^=+!gV&wADYFpBY*YjAff=FqD9G>PX|K=D(RihD9`jD0Fpnw$8T)
zEbqziER<lDgDSChhkE9>CIq3|OPvk!sz}PiW#%*k4z)0uPC%6n4gfUPB?2tWA0Ler
zTY;{-wXb8(5GbIs0VE8~4Gynx%dhZ2z_L-`;}Gp))3~etIIJpQ*ll#Ep*0Pj$Z3@%
z*A^J_Ny8<vJe0Hpgp`FqcnxPAe7AW)S?gv7P0uQ9n2-253(z#-lJQVVwPI-)q;RbP
z8yX!AE8_*CMTAJ<-1n7cxzUvApH>WwHhYK30eg7Ta-GD*KPQd{t_sX1Ns{%nAb*O6
zo(Sk6ltKf?D;R`Vr>T>iWW*dN4OJ74Fr$}{eUP`H2WVH-aAJYXNIiE=;{<CJqLn(i
zN}uU1mx31}rp-f{e3J$Tg~vP+66o&ws@HEp7UQ2)TaWf`rLSzC4;`M}(E$L%xBp6K
zlJvlJTD5V}DI&LRI4L|zfKlnIPcPjCYSB(l=FS#fg_SREO$7EN)`@uJ&(vQ~1L$g%
zL10s4ba*~{3ld&<3tCeEsHth_Lh38no5TP3I)4AHZ}!6mBHW!^vqULW0+vVspyd43
z`XT3t0Ot&V0UFM5F8Z3QbZ~KGW5-Yj15xA7?ATXig>Zt?O6>I+{E>tElGepQhq%(x
z_2y#Wn~os_Z{${EpN{VYg~oj&Q7X!JD9m0CiIW_`(I4lqog~gN5!2%HTX59giA=wo
z=qP@?6imsv9!zCR>6G%brAX^05nk#^o2L|j^J!_y{?qwytYMOg0U3%wohwS=+HeFL
zO^F|D_$92NE4oCT-Fd<`$|B3Oa36)Lf|8yX+iqPQl5@z$o(ib@1m!4gbgntV!wE8>
zoW(FoWmD<Yy43=YT>TuI#E&6Vh1K-{;!WvfiBg{xJh=8{h7s?Dtn0H+Z@65GF9d^<
z!V4RXae7A2Oxe73G)}H`xDFb%pc+TzX#89W6E6nnHDp4Mlc8>cNj<&jNHPS*WDv2S
zC}pU1wV#M9U;oRp2J5|CUmzp0XkHD1%v4D9`oYmq+ajdqgLYPp6EQkUTbh_oc_&Z`
ziK=!~pJBy`o#D!&FV<KCs&1`uDhUQ_P)!uV!orNfM9Ne$)WyKaE|wle4VTS#t=r2N
zWAsTA^x9ZX<7CF^LXJV%?^(u|#Hs4^-bfgk3{nl_0s8AWJ)?^H+k>bu4#%e{xom=S
z@7!d(Lii7QD%|~qNJ|etzswBA$2sao^E;BFwIE30Y!@^tqE^*ywa}&6NMVOgj7!C3
z7C%e)0cPyQYLu?fNJ-LAqhW_LfqI>iky+V=&5Gkq6~PN|!z9BX&7m#k=cLE;pwYI8
z^pe_ioQ*q{kc$XoLo-T+<8Jgx$RH4%SC^y$(t0L*NiyTAbnk^m;&dj3G`|&_qb^WX
z3+BbnZWLEBhMaOvsK<=li=WGZOOJ<{ggp``A!W%|J4_%G&;0F*(s>seiBNq3J2yOH
zTwNf1Q&NCeGZ%S4Td#d89hPs#gv#_X6V`26%bbj=?4iSLeVs1jrS5&NmeZk@p0u2j
zEd0b&xUibfB7^-lT#HD}MS`=J@#bP&nWYb|Tnq6rP2v}oj>O_dS4m8Po)%oHP8L#J
zy*)@sGs2P&&9BAv4#BDd;dR0YM$e+H&eG#L{l#dxvBjua5){`V<aNeAM!U@5^V@7s
z0f5#+64T?L<+@4~WQphmJR1uTsdJzJIHwTVZyyE8HI(9@3IaN95LX4bbcaDem3$-&
zh>Ob_*AH+Nt3Y4kak-*4Cj%HvMy(VDgc|vRUNYV17t*5duyHipvE&W%Z250<j3-E9
z!?+SWplKY*u35&T56~BPE{qhsBrUi#Ii<Wzh{F8u<Qk*}vE@7X(SSYA5`MY)pY+!E
zA3na<Ihw=1aA~_?Pd(@ztQT@6TIT7x+c_rjULHU-AG-NlS4_&!b;k}-L@mYmI^70R
zE93(wa&OC>j%rH6ufZ2iY)ptRzqxSZ$rqs8cEMHxP&F2Lx^g9O-RK{^z&-Ttr2$>;
z_LP$&p6qzujWqdg4_1*qAs%~X;EiB_TN7k9&%FZTpc=j4-uaS$4jy`K-MFLq2Y<B3
z2qiu)SK9<R^DJ)bVJ_lnWZcL}kNDp^8wzvp9=yTa+BxLBDejBUk|Gn|+qSL#v~cxI
z?=^OF0OLph>$k49J&!oxIPczlp8V^3Ekb|yoZ5ZcQ$VhQW_+^eM5Psjx8sbNz}`z#
zg9l^$B944><m<pg*~u?2oixV`vUVhe?XDe4{^>i?!Jx;(1A>GW%=zG#>rRb;LavXl
ze{&)0`p{<~8!MU?`m&1mChrB^giMh3I(yEs?sd5oxwS)D$U_HO+2vx7_}VxUQope1
z6&xIVq4DXb3m^JDYN3XDn&5uFzFz1UfA93w&Ra(ruJ4f{+Z#3=O}aCbvvl@P7Q5)3
zt?x6`mRwH5<pM|yiDXhCimTO1-FzE&EjlUmNB#c)Vn2NK+3UbBJ32Su;}5@(?CH;v
zEbMJ*ynxwbI5R>md-v3Uaf$?q=P4!$J~jBv!dmaw&FG|2*r=<xQ2~bwv5bmR%;QjW
zWi`J@lT?avo5Qc?%^GFXgm&c;jC(a2WAVMosU-RnazFqI`bO8<6mz^(+cpea7s;!3
zsE+GW(||(bn7pX!-%R|(2BkuhCYUy!?cs^lg)0KfWSRnCD(^H@&q^d&>4}LBpOwb-
z%7`D*JVK^jefSMmi6Q>3t!f_5v!s%zT%MuJs7owXU*`m*L;xJ;QYtCl$X1afdwIYw
zW*!+3w>ZDTQ4&0Z5O}WEU8c7Q97!b3>Po;YfKfKCJ(~x%k^DG+s@dqJGc5tM0@#3P
z0K}!*t)osTpDup}+G;Es01xneSw%PvJVv%Cz{wN?(`h-)zE^@vfR87rx}@G{u#rYl
zGc@rUC5z^&36GqLj*hhI=cdz(LVe%38~Y}sF|vvB)P2|59DIeeXt)$X^K)(Vwh4Mn
zMS5WMGnz`0uL5q|we76Pa8tt-hg~i~;YgSqe|jC4JeE+dD9{%pOxax=Np**bs)*4G
zE!{Ga0Z}c;OI8Esc(KOZXW<&zs1=ixFb^}>a3p<IU{bD;20X!{Y1b8QF%6rBvZ8Eu
z8fB7rEq{u@>Il!KaBN~AR&&DHU7r_+(qrjtA}BmCAp?wFwDSzSAi*@Ts0dc>uzIqN
zEQv6uVr0r8uErcDu@D$ju_Nj-u840(=`3W&YF7$RvtQzF(_5i&Ml~Yre`B@_2i9`u
z&&JG6TEG69+3}J997?EPXDxsCZ&32_p?^!v(htAAbn}MW{f`<i?XyyD#^?VO((Kkq
zRIc?C<_*&&CU^|FH;kzUuEtvyem(omf7$h+R`SB$*8yEa-TSw<eHnEy^Hx^#8KAmX
z*>LTr7G~7_GY7>x*-c3yCj#FYdtS%e*OG8&<7&X~8f?ln?6v)IgL}Oaa-6SE><v2|
zM+XIP&yB!NwvOl%KlxwK!i&G+(P8KR&3f<v_h?hiFRxCt_kVWdP}BA;Jk7P1d)p#U
z`we<2$xizdqv1YoOBa{CpZ5`#qi%*(H+}zc*WK<Ds?1G)P<MQN^!C-3bZZN<fZ+1}
z2nB%9GPg{gJ-j-9`OPtWKz#DYJ;@xO2g2Ie9*4FQUG|r@x{*2mzi7jE(Cfdx`0>~e
zFRb0KD%uxrE$sYqH}m_~{{jY?R~N26_*BmdOX&Y`XJY7+jqDUcbwsVJB(bo%qmoRK
z^Njg~>VrwTBSC-fyi(G;b(s<0wf~)jZf{qddgRKUxIeC6I);2t?&Ir4Ja=mYxsCl%
z|9=s=$B$`Sa_2CDr*lt7E;QWS`1tespS)wvmx#l{&VLjB`L&BlPqxJJkN9*+tAiWT
z{}6d<_U*9{C{cEOtE4287+T}rW$=i#D<4Nu*K`Ub5)-%5SF2>Go$<9~M&IfgQm3WM
z?#rC()|^u$xA9rjdj;xD=pz8OB{I+}2&}0_)x7WbgrY$J*u*nZEFBXy-a@gjRyz+(
zM2_bJ5sAhb+-O>)5F5`m%4Np0{<%{Ct`eupgUb~1#t-VF5%u}x=``D-&+1ta4zC%<
z4ay}Y424_=m>SCeCh;>9r4i<3&O`BReLjj7ZtYr87ln|(m~o)HSQ#k|&WC$Xctq@y
zi->6jx<a(MD!@()F9H{HXazjI_jeIv?~Z|^=HG(0f4ly~Pd~r8ue+Uo_x8}I=Psq+
z{WInwA~yZr*WN8H1+UV2?(E#s(=qHhyfJQPO#GfV#l{Ymv6t>qh_n)u`Eql{GHUji
zT6@;<-q5b&ugYt?58wUw>?h~p-<~}7^w(Wqd0)NO+4Y=q;eoY5vFW=fpI$kBsPN@+
z#1KCBx{-hP;^Ir|l)Z}aX~uf~rOAC<)(3v#ob9*11MtFm4Cl>owrf%4XQ$qTX<n>$
z-<*AX>N)gIKm7*!Lt)En@g1zs#4kr&{$2M=*7IAp{eLiQ$FB2QcXX3lEW5g)^iW<%
z|A5;u{p$kB{gLUX|7)!8c$vQClOL}Xj6c4e)d^7jro*zYUA}(U<9S2UrugO)yC(uX
z8t;B~7R{x=1t@*Tl89=C2LBtjto<qM)$L19Fa33U#|JSVzV7f3{Au6$PY)~x1iU<X
z8^we_J^0m@cdHy#hYeqzPYV1z=hXH{v!__+$RZ|ZGM7snv*$Z@i<nNHqo$mLd*exo
z^&h*WN^W(-XGLx){(EbP&h$-@51p~-rwzALLO$(i8qGU=V&hMrpIOX(yx9KjK+8x>
zZj5Q7DPYTk^B$jgcq^h`wWJNC*6v!&fv!=_C}G5+x_Al{YBMV);+1Y@Ro8&YgW>3`
zrxc?cwJ{?Ve(n;mm{cF9>Y7UG2XT}Ix9^wuaO6P~0vj(5Cll8=kyr7Iqd2NVNN`R{
zn>lS=7SQ4&q=KVtGHXnTb37=7vH&xtua-q9yMI|IQ7fVIjTnavH{g4P%~He!jUt8o
zOp?fF9Lt}m^S$AgX6~*{&j76C#S}S!nt*EnKrUUf%C?OLN0|`SR|yzWdkK@Qm`ZGP
zQ|WkiwNOt6P(Wiv904?5f0UiaGT^{KGRqE>5KNZ51$}4b)wpW@##;%g(L8M2;IP{>
zZxFJ2P6!g@8`5efgNXPU7mADsbF9w$a3l?YSed8$ewR|&dg1A}$N#v0G3KQpCU4)v
zxkHEW;>ZBPR%W`3`st5WU}7hge|>!GiywX<JS;o#_{zF>ncwWFW@X&*i6cQOu_v!v
z<g*i+a0Q<UjkuS=7c{jur;c9lInZ@~UBP>=?(tr~1f;U6tu5}`8xE~Yxsnxn;bBVC
z1BDC76iab&Gk&>Ra$^63&QES`dFiqG>+8Qa?R;nPz<KiHDF3f+P$REIN?&g|cs<<{
z2(KqMA7e_R_uTqnR9-&mh|jl+QwFze_q|yJD#JhgGc$B3_;PK<Rnsk>lc~!Ke_u4b
ze)uCR+~d92r*IE%*iYAw(b}>f5jTAB_vPL#2fy^Wx0)msZ%?Rz{rU7>)7dZAL7F;V
zy!k4Vx9Qh~kmz&lyY;j@N=B(!9W?Z3OSZZCzc1E}<=no%@8i4O3$(e@`1);M#=Q*O
zv5OxvoOZhz>$*Amz4uxM<hEXYMnn+_xjF><@q(lIZpdfnyQHG4FW+oE6#oJ;7Fgza
z^^ZZ$x-HC@ZQgrC9fF3l79rW-?Fqo8#8j1z(eJx%&uA#bgP1HFr^mxQB1K|TP%G^*
z%Nm4UuMk@0Laf^77Y@(}<HMoE$XvaV<7rNIB0Q$ww-_j3k1PKIYXX|8azgEEd;5d*
z)OmK?EIQllE6EX5HpumJ`XXC5c_!J7fpLZTWgt8ADABRZrId>-DzJ06@+!S(vh04K
zf7bvs0QsKtLT8e(%Y(!y2RkB>4GA!pbrFCmjv957p-@OFcNEx(W%<WhEk`S$N?4EB
z8@$$2pGTJf@T^MXJlf5<>~zT@$Ff`|s0$}m)<f1?a&40#WULcXv?XP#gc($k&N^Mk
zFCZ9%yz+TNql$n<sk2eQbN_i3Yet}%`oS>Xz!*SD%5Ft-NO&e0(_b`};9i>6IGN;_
z!jV^a6qD612LLsTz8B}W6JcBfXW3-N_4cd#$#t~lH7n4!p$E)Kdy#skJZL<2IMS#u
zN2nOswe4<?pam<7T$9bWAKx%fK+@7&5%n&-a6h<()sYuvMNnmHQ}1oT7SznpmIsED
zPw*6A@>rq23y*`5nbztPnWWBlnZJ-$E(@n&Tv{A@#txXB;2M@n!5rV$gmo?m5+k|+
z3+%vXYBZ|R@OgVuj#KrZbJFVUxhZVM@x8RiF%v#^Rkwl1X&jQ3+0k-HbS+e;k@<EI
zssf1qQEKlrRi+)GAMnju&zqqL@Uohb3123U9qDGtZ{@pEI9-c=Nw7{340GzT!-Ysf
zDQs8~X8Souc`iw3aVEOhkY3t#5xW4B5{*PzmWF{GakZf&bJ(DAsC^Q0joLx&Q1IhO
zrpiDsV{yt=sbBdrO<|5;3d%PWqTSoQ)sYx8Qn%F42SNL_+#tZFh4XMVh{sUYRw)k6
zAi<Edali^|imELIN*;TpeKpTuI)}Z^AUDW-9MWRbpp7hBO{5o4;AYtIO=0ssD}zGI
z>j-0bV4|R-5U`x-J=|BMK3(n|1#--zE(z0Co7T8NOV2>I$yeIU?R0pZypuIebI<Ra
z2+^f)xM30;1!LUpR;;zV#<?U$H%Rsp_^j|5Y=&c%Usz|w=_ZSu9Il4=|2&dLRFY`G
z5_FE`MzPP(hWuk05n}W`VkEXMj3ygTUhOX)qfe10#6}JDQE#MHJO)6zjhXH^I*Yd9
zvZDY5hilvF@q>suj<J%|2~>hz!-OhUuNIXF=I~K<UUG?3&EtHkdc4F-MiFEpeFtKJ
z@Hwo9UO~4@To#EGuJT!g^f)bYMO*7fLYPmNnO_SgfCRUz8rd&V#H+_$Z4nm;P#g^K
zH<eAO<JX=>G*Xr^_=afK=+83;p}KiNPDo`N0qtGh#S*O|*6_an(uz_#J{WITDLx_f
zE#>ZL<Glq99Juoq^tBmXf!j78<XZ=B9rTP|%L&FSqkYaS0e^a4HJKH=b|E0wcg4Bg
zWTqL5Q060v;Kp&RQxM7A<{#29#N%)N<t>N+xb;?f@4W>X*1!Dysr&0+Z$;RDEMbiw
z+J-H(az%Knp?EYE)@oXflc_SD<3xr;b8ix$=<s|x>Qe#1ZYro|WGU3zFyI+A8x|&%
zcB^Oqck87z7e5_jRE7q_d1123b~IRGxxEr%q$$$fJ%GF@ja0ol5uH)CSd~)@jgfIG
z^{<uXvmIjzKQcrp5=QSEkvRy69MH(oL~BsDj$TBb_M^<gtx_#ksPm;>W(Hv*@wKII
zL3}RO@)|H)+)PG}##IBHGHo_MJq!mMd%kCQz(LUyN%Ov1yZ~_Hf|n~8ez_E;=QXM#
zEneSIFxwL?6GJy#n_rvn84!Zj16ZEEGbL*k`85hSLLY`&;bHXNz=9s2pWzf{Z%?>6
ze-v;GuS{4w3g1aMV)oK3S(mjAhZ~BkoFSm;@z8LS1!(muw##SW^peQ8pl9)z=LOWc
z<kC18YrqC{m#y0iaW#&@W7$EZE`Zn<4pV5NT_P^H7_A+CCE%kFc0P$1tM7=K4-$>V
z3xgA7q%Jh4Hh$HgQ99EMQoByy<f+7-kW750ix4t%rd$UbkO+bAR?av}@{*5IGE2R{
zMH<!h5>${!sfT#J!;dcPP=#?*I4I2!3>~*NsI4)3BmUoP2^?PRB1gSzgjr(iT^30@
z{F9-qIMR5CHfw3oqbQ{!k;w~lcA_NPT`OS6YsukdO_iOgLB2=F8F&QLZ8X}QmGw6f
zGKF^zCWqh_psp(>jK1+9X>{K;z?*es8JaB8Q|u^FF!gf7HK48?A3vHJ399pb2nxke
z=a<z!oG^7ArN%{Xtzh*O8%JZx|JY5yF_s%;C7FaGg(D}@kZ~MI{e^;TB~8<TG;e8%
z3t_>qo+~9QKJ=Z%=nOIbbW1jDb3(*LyUz^uE$G8lGh3rld-=zf);wycnRFX><<_;k
zRNpIMWP0I>>x<l(iUw0`7s$sv1)2i}m~g_X&!?<i3&UHy&ZI5V^1DWZFqY!EG|waj
zv&P~VIXjw)n^($LW=X^0B{5}}t8at{Cg<DrG%TQ0mjGo=jhp6)86a1g7_BV>DzQki
z5Lg=|jbjq}LI0*yj}s~Z_*v4Zqfmfdo_~1G19t*L>p$u>>Xs8J2#>%}mg`v~5?d{N
zra%u<E4adCe&kxZtF%*p^5gHFFIAoO&5@t0@Em46Cy$-J61KLvCC=+SqiTz^7I5?^
z8hVoZSRE^0g_MPU_glcmbn3PfPW!X}K*d3l;~zHcUe|cxVMj%DGRpJ!%Qpj4F8z2<
zczA7Gy!o3CpW$A<I<Vo5Tt;ZV7k&D6`Nt=l*Zw(rG_dUWy9q~cZOozW2hrGQpTH9+
z@SQSOkoF&Tc~PefBzW*jUp;Gno*?|?#MWK^yJAb8y!E%!{=KHH&D-<-{6_ZFvAR=6
zYvPTkEZ@1)VchdW%GOtV*=MxV=mW8~Z#*}o>^&Fq9{%-t+)JF#H=k8$rVkA5{Pa`*
zy)S~t-p%#-VqrA#qu()-D?aNv><#h$kMIRBg@}ZxG50XJ=v=bK{3K}R1<iz*RaH?J
z4%{D|4!uZCcv<xkwqj`gn)OTv>`GHY6#H1hW(K})SQw@prOlF-`EVD0^16K6sv{m~
zLwOKRmVw}fYdhxb#5@o}v08F-CvejYlhe`@8;8urCRHxPv??Q4_h_F>qEeHe*BCE*
zCU;Gz=Vfs7dl=S^97=<>?96z4c;KEwk6Z-UIcS>HQ)6K+?dTFf<PyTPKglzZGo1{5
zScr{Z(LAIuM@zE3L5U0^u~1Qm&@o}Xk%;iXL%s>$J{`_H^z#<Czq<sV|8Vx~;X~Vn
zk5Al6*?#{&E^+vr`?b>_zVGtkj$7ZII<ay8WA(dFh+mbR_8dD3+qAfW@Z`GlsWbcj
zI6Am@b3%qsR+Pa7FwycL(Gw0SmK*-f#)AjKGIBTUe+h_v?>%1E+x#f7XzTX8W@6&m
zL&^J)FF)P(uy%@pKC6g`b1csPzD3nw&c{T~BqqiXn#yAba14KV-ILJzn6g&fQ4%F7
z<;kg!I%{wLdbU|9iB*5h6CFNK<#zA6dsJXb0;|X?alv_qCpDz&_v`swY+ZYS+BYwD
zpMbg~nLHOs>T!Z~<H81!f^jxH%8=t-Qo`EAcP^hubZFmIC^NdJ@aZIi6}K>^oJlr}
z#{^kWw2a_L&t{ms#@z8Rs5iDJHmjd4fm<m8-==tqr5mJzG>+#bpBOOsM*LA)Ef-O2
z-Dvlj>dQbCFVObMA(3n%93!mp8D^d@m6n?(^Gc*Xi#qU#JEJ2aZYps)!%!F$4swoW
z<iC;Fs^yLI{K6D5kkm*^OCr2hGaKP$c6~NFDZf4$IBJPFJg%PAO)_`^yVJUU3M)8X
z(7TpeQXsAcDgg(lBVO_A=?eP{Nrwg&Js$9CwiF%H-*<dRkMEzYH70lzG`c`z_;7HR
zvnX>E*r~rQrEnxp&hhGOQ_M4iB(C8q<}IkKC)?I;?GxJ|7`Q4+>4J@yE2?J-i3Pi(
z2J}X7r^Hs-O9zg!j*Ju1H$97b?eQ`9X?_%E)Qv@S;*xbUvWk2nJdMw($O)aDNG{)`
z9d$93-HT`(A}AwMt_HKFZ9W5bOg>EeF4Hk+6-+M@6cV+wVzLyz{u+(Y1+=WQlZs-s
zlcYrseyXHEZ+m#|Er?v>i1wKmuFf|0S40gnT5&y-NfAa4I_F+^bS0$x%VogSN9r|D
zS09X%L>j0oUZx$z2gW{M^oPx_I6R>-^A9V@vvwqb7@e41*~c>pi5YF4E_f&B5>O<?
z84vEAk`#y(Ko+Ip!2py&$!Z3|6UL(9vc5x=;LKci7A@DD-BSo$O}ry~ZaC%&27Gg(
zRWB#%;gU42T%>MX9;ne{HZ&tB($sPlYUQ#tI3%15UXW_=9J0=W*7n?WtbJ1o*2|TO
znbpC%UQ3r1DT+9OSD32;%e&u#Iz@_%cB`;oE;N+5t<KsPWhg8t(!G0-;LCbW@wWEl
zl<(2^tX>9~m+?MbDIA}+3B@1>uUbuE(2I_kDZte`POLSk1lM7J(I44H*5-N{2J}aT
zaGo6GKzh}Y2cU%jhQo7T6Gc5m)y%lzV0|^R1`gKJ5iRwP1^6J^qDJ2yHcXe9F;{8s
z2pL08NMu?A&{5INa{w}Pt)e8|Z6=sHKtfb{e@={61Njm$e}d~7g0!o{tomYLp!L=H
zN@C$<JvM--U?FuZk0pGgMLTtC^tN%=x1bM33%$rTgRRovMTjIQP^<9DcKS3lDaW0S
zuR)L_7<FjNaXVhbF-|p8duIw}sS0aH(qz$|y6HH5`7(Zz1XF+_N3_BY)?Vj$U3pPW
ze-&UGzN`csJK!cE;kbg)aWtXCYd~poe;nJP>H@_h<s6hQz0^fKowN+~3nD%A@)-~3
z4Nl?axpGn++d>fsm)KDdjwb`w%Fd_?kVL%&wT9JUeYLPTZxq`1PaQu}=>pbw)*z~D
zoK$V|VG6!>l##kvvpg#e>Z${>6_R%XBP(&O{CK}~IL{_HTJ!h3PVFMX#>9+p2rJ<^
ziHHWxD)1ky)0CLoUB_6xWtOZph1qJ#X-3u38s}He5L%}T0Daq@Dt>wKQBwcTVoP$u
z#uJ-&9-0Ov%}`7PJdkFwzJJ*9JSx4avFWnl&_dkNbM>cAJ&k(9_dHFwsdCxmx@k-J
zv51w*D}fv0mv7%z4|*-%aG19&Cj^h<YvbRr7D}qM9=MwS2`>Km{9omHLi*#y)rh1Y
zl~;<ThgvtB`KoGYsQWy~6aVC&Cf2%?^PAqSA2?il_MO`;3suKn+`1(CxZZHy6D=xe
zav$3tAHU{7deQVIFDgY6xV_44wxsLGOYnkb0aEXE%=5ybcx<gcP1?fV_7n)$onG*C
z-hKjNUj##eWh{vYSra2=U`3(tqt@@1Q?B`38!gb&L(%8y+I;7{tS{Yec7O5Y+~)1q
z`7Pf+CjWfd6>{Og_8;H%OKb}K)%(sm(okl3S}YIQxMU<#qWS8aB84K#c$_Q2%mLmT
z&!S5Ql!vnm9;^m!_%mTJdf%fbAWY=$s?AD%v+^I}fyV0^NagDvfe82ITHDS2X-=J+
z624x?-MKY5KWSV$&6^rJJ2c>$d)c|@_wN?mQ|^y^zEwkXWZZNMxmwknQh+N);sR50
zqL5*X<X1}Ri>BYcyJvrV=2gn3i|&g%UwB;Dm!2^6k#k}*f?#p>p}hsMGx}vPbArM)
z^jpH*f5sD;;g9bh(BBL=ydk`*?3-b+Cww5tyGZ+A7=@lxIFo_XqpJB2zPMBPGH1(|
z36d8PpB$FQ6}SG>)GU8}|C!-R+3|yWaIY$rsNVlh0@=%4#mZkB*gq)iw_~R+KH8l4
zp~-dgyM!0HF_E=I_ot+xoJF^S<}Y`2I7CobsdxZgX$-5Y0gl=|?r4>8Jaj(HB;mlY
z-e7R6VG5SxN62%Bm04g632HiInkBP-dX2KW=o}Hw7|?fH`>QR!7aq|d6Q=1BH*-~(
zaw2NJ(!(uT;xZH2=w?!m0s)9KF2oq!G!_W0%!8~LKm)0^L(6~8?YH&j@<Fj}Fa)sx
zf%b+#-G}4A?Ls1<tHEv!cJiu?)aK<R76voO1C5Q!V+naAPDfG>G$#XxTo%jK5fV_c
zE-jnS^wOmXYy1|~g_Oj!IEdTGy)@gyhBHu^!Y&{NK_iVGK|pG;P?IzZM$}p4)xQZ`
z7I`RgHAhtAh-<ja4)qSwfx;8bNWT~myA(N*ybc~)Dbd!AL*s|bE_(r+Z4SqaXY85s
zC*(^UHEu&<brhfNURo%L$<VmSHLe~dah^^-b9jp{Qyvxu#`Mc2bVbRyo24pny(VM;
zhi1ps*+esL5kL4EJCay9pKDpF6V`{$A&S`NouiS4B~LfSOr*iwMM8?O4(|r#Gk~l=
z9q%6kid}u+j_d`E#Zeu|-hO;+Cr^r>86XW8SV7LE&aiw-ekHJagiTVu<4=fdW9u`3
zr$p*8dkLO^MU@f@UM%rlu-o25+0|BWXWTRa%<!jJJVGM|+*}E&Qdxt=YfuAPv;)_B
zC%ha*#G&iqK#@k-nP(oLoID&}Cd0=V%SX<vctsp-wHerjbJ0A{aFmH(-7`ru7r}y7
z|G)dC810D8ejFZWBa-}}24tH^12oyY%)y<Eoe*2AM1W6R|J#jruRxL4*Yl%JXl4a2
z6Abe$1$2)GWj6?ha`u3<?3y?A+6l3e&^n;R#!ChVNc~)mBWl(eXg!D{QZP!?d^grb
zKDfxmI*`r)TW(^)9+CYAA^VAYrxTdeMQ$A7Dc*u~b|YK9Qj^?4q%0~e`956~)@iu3
z$1(@RkyZj@)<V{7Xq4V2!ZXgKv*yQ)r1q)UgV{vt*>yP#Xa67!(S?VN2@%)Hk{%&|
zgwh<lTnHO21?<A+F24wppjc^gGcgz*jVe7E=kE%2F~acPg*BUkaYej}i10+fD?eD_
z_IstIm;+k7Jh7^JZkTEQ&<@gCOqTLTB)+glAseR3)mC#`rAG;B)SJJEXl;B(vD($(
zHZ62K7im^K2Mt!U>m)!agIhRHQ>gD&54>S(88VPE*Qm84Yb?6u!Ol`TQ14wmi-A4^
zm(oU5WeU%-HZ;T5R`>8+NqUkwB8Ltp+r?He;W6tu>yufN4L4t-=Q9*hR86u60xza4
zN7%drzeLP_E#MwWSESGGz&doy9i=|kDCLrqPYEdCnAzCR@XsgLA(j252VIw{CbJn!
zzq{C=nFoH(($mdd1K}rC5=nHmwz|#W-VvUAx`Q?Gybs7D`t><DzkP9EzINf)*tOa0
z?3JB_WE-Bl8ZYe8n2&amh(+7oU$BBR@QambJKqM49z-n;ERyHz<LmTnv8+z)TRyTj
zw7h5x-Tx0U2A-OhUgBy6=>5GJ#3J|<>tcgiV>#NFh2RL95`AiviHpwp{(ia0UwqgC
z=Q2}bF`;ah3p_n|iFKKeluqP|X@+2iGu=HnsIh;Li=zQVv>@pdi;N6d#v(qXQ#n{i
z!=RKr<^EhOb4tj7p=wl3KnJXkS<Pug;1urp?eLmsK!bsMxEJ2VGfvxG>Fl24gtN5*
zNwG*F7~C6M3oyyShMTdg>@bjLnz}#?N{o4!r;Jx+J2ELE8IK6JJq*LBI_(t^#@_Hq
zVw7=NF->vD111|lWfWP5NuIdniV!s5Lysvf@j`%XbrWf7K>LQuSpS+eaGsAQ<HR6;
zRaxi-n-@;uC!B!Hu9G^kJT3V@VGpCbdI`#q%T!%<b@f$OLQf4?jF+jA61!555@9hq
zZ}42hy<CWe*=A`6W?M>KhdHbc6GgJGhP$~x2lo>Cj0;FT`68%n+!H$L51NW)NEU<R
zf&|$0Y6e1xAH=)O;(>e!GpG`U=vuLKJ_nb>&9=%nDt%Xd!3t-`pei#pe|5Iz8Ohc^
z?}=+OVu1CP@3~_MF2iMmVfdI3g9|#_hpz&mm8*(ukuj`hX^NtK*JrlV4wuf#mHIK(
zzecoUlFq@zgnBlIbNSPW6U7wox1fS>kgJ8tYZ!MKlm<Z-Um9}ElqgKZ^W@A7XmCd6
zqRBZ@EJq^2+8%g1uCHR>Rs2BBh#4HD6WN@TU4(v7{N?GGw;(A`H-R$Yr8CdIz$%mv
zL+oDI0h6fKE!?qQ?r=yD_OS#4h+B`<W(rNdZIz3Du@F~P4t5+8DeSI;upt>*xXft7
zjyqYcy=%rxK?uFGn{gq2D!k5~QloI7Du+6a`r~q9UX-cP0?zd2i>a+q5+T1Jcu<Uq
z@`qRYW|;<Ov5M%NB8kP>y)&1u$)H5LZD<bTtRV=jqbqHgpcg|Yzdylj3bed`_uQ4X
zr_E(-NCQ8T1cSPS9{Vx&tDoQbxJS5Sd)h^5lpDEm?85%X&Ge%u|BECZ`!e@}H3YrC
zs{VvNF4ymyJEhIZ0iaXoZX`c`%((p`HUYHem%L}3)Ek~Fy)x6xc;(M-X<7f|$XB2K
zb##06J?i)FO{cqht~6fGJGVd%p>7FJtNrNxb&;&U?mVf!9&xY!R|fi&fShoK*6Dum
z)rlhuRv)k2ALDj0qtC6#@hR=}W0b%-c!j6uBW%U5Ol3gVSGVs9Ze8tO=p7?8<JYX<
zTiel@+rNyPI>#;@)Ow&0#_QWMw3s7blNukK0i8HFViUdhp3iqr(>A6jKR)U0Yk3z{
zKg4?YH@Rx-9W@=x^%?<CxHtbj(E0VA^8f|+Tk4y0H&giZ_k4P|<0$+htpte>wgHtX
zl~zIp?)Y48Zyo_H9S<Ci$%nlFftv%wifpnWgC2=3kZX&#Oq=`WR_xqrQ-+fIBwD7Q
z*L&h#`<e~vI<kMH2n4hYA;`16$;Sd5>bf^@Ahdt2Ybp|wGZPat<4PH4X#5BoRq4+|
z5xJeE*<MoWO3u|pO>U#5TVFcu3gVl9`<e`gpJ1RBNm0I8&juCjI3z5WhZ#cEyT44D
zuW@$O=PwUdk{w<_jfxsC5<89)jCE+jW%ZGj?Z6M|H#b<08@=Ttv*b_6Tm<(m$T_&|
z^f<AwanmSCEUGqf^n=>Ws4-zhJ_%uPEa7@r0(Z)U4HMONhm+trMFJ$}Ou!Y~yzJ}y
z=a~XMZh(mAbV;NTcv9{|D-^HFHDkdf1SMLeo@xI2e*XS{bOz?dgqO_b-Os~<uU8Dd
z%oE*q-A%Z&OZfMgp`-a!h4sm{BbS!`$i82;tLy%`i;c(bd5#=N-g{>t{@WIhCfehQ
zb%u3YUCOq8oci?*raEm9rk)I<xtZv*`6vF`b@1pZ&?kT2-+t@FhO4lBAPimlIyn*~
zeBCA5$=m$V%`O%9`{nOdzdTFm^ky>e?7CkS^6J}w++S~8i8~D6(Bc({t;9Ac0^%As
zVX(>dc=uq!anhUQN>TQKFU#*<-t}^z<FA~!cjHfQtT@fPelv0H<;^yX@Yb7s6{qif
ze*V)}U+@->9Q&Q<ND7|+HsH&w&2fkK!J`uDU7U$=!!Cg+lQVe8apt^bouGW^2}oz{
zng$JL7^~X!nCN1u?=V^+SHz8}x@Vz~Xm0gvr_Mb*us-&c&vnL1sJ%93KA~u~m(-<M
z)2)o>kb`((#7GJq2s)}oJiDH)Q~^a|ljYA4_Eln$jnmH2`w$~u>VtvVt9B%22leXg
zup*x}xo_EJ9y?8=LW_;X!XDbVQzZ}UC}HFV;hB<JKAowXBBqC@7dX;556@*q&DyHD
zj$#PhPAH~pnRY{xk)d-_A*Xj)bQA1CL0+MlA2Z|yQbbmS>bxK}5DyFNIi&0Mv}t1N
z+JSvRiyf9VE6Z_<UQ~k{=S5bI`9$OUrS>ozX5<0TL>LSy15T~W1|$s_n5BV9F~KBL
zIcvei4!l@tR=!-{6P;nqOm2i1H5wa(=}{3QFgmWPvr<>N4uODFJEr1c08SY#p##%X
z2%HX=Mq@K*Fotd-&h`u-v_gcHxGM0R_+gDj32SGP@QFEQ>TedB!y`(p(MJw=2gV^d
z4K>RZxd!h^iZY!N0aJs)^iV(;siVyJ%wla=d5tj#paPiL%phbt)7EOUf@$OwiNG>U
z9Yj<{h#=97O)(C5`2!w_;?ym#G}UZa!Z@-rMxAt(E2bH@zai5h6eh}NKm$So+l`0?
z+uGEk&b%-dozYP!TA2)4teME}mukU%#x{`+T|n&$QHV#=Lnwm2_So!W0lwub&;X+M
zkrz*{aCXuGwq8{+m}H)}BCX-Rn$STo4a-+j<j6K}TsNZEOg$?kmXxvU!p0Ixc=}wM
z06m4X`N6VClkBB$EH^&=?m6wJzwf&`MjLMB-MsbXrJpaQKKW<IxzF5E{_$_P{m-;<
zx9wWW5Wl7U4^Hm7?XIr7%}%L7L?D6mQ-Q%^tWm7^mmbdBdST^<$EQB{>gB)fYgb#T
zH_N{j{dXrhKkLea3oSjPH@&lN{h84<^wG&1-J9-R^ga>y(djMDQQI(AlfQod^+xwQ
z0ZD7Zlz8YL?Ngsjge9KKvVQ*6;_>Hua>C!mk9<s{InUpt`?Njk<!}7H>2O0!-usK~
z#<w8(UoE3g>dt3`zFPkvbFq7JF6YkS&kLJ1gDXdir;ZGUPvlXykDPV&zP#5WJlq-g
zE!DMU`u@%XfT7{#)~y4nmXl?F6iS+MUlx2j{LagRfHCglA==Q3+>0YjW>@|B#>GiT
z3|0HQ=5n}aI+ab}FV9A(*N6UvIdyU*zsZ<)J84wf=Km~Z;iJ!y=hq)@|GoYX>-PV?
z{ol9E(*2Hn4Wwr%Ys1YgDV~XNNU0OXk5bvC{?6f}MmC0s4t{c^U(r*~)J=S?B<8J3
zoq3A~Z~q#9a98)Yyz|Mm-A{IMcA&QB<Vd1rxP8{;_rT!NBRK`_KeN8{`1kAI-^)tM
z*LT}QUjG&H$2XVk4EBGdDpFk?u~2WF=seh<j;xCNJ%H51n`X2T@EC{Hlv)%D4s-U0
zs#Y?na+tm%*Ge+DQsM~tRv!zYYS{g8qZuvnMaNo{NxvqfVe~PNs1s5kGI4WI3llJ?
z_abMPO#|4elFH1oK9ylIRQd<$p$M1XX>=~o35iikJUw~c-q~Kb$Ve3&7xrc6fJ{7p
zNE{yoz#}S$v2sPE%4y!_SHSUU_1pdczM7INH~RkBvl<pr8mnh^rPS6e;fx)H1dOZp
zXs<gY9)qs|(h}|FA|&7JO`W4X6LSX<UXIl{=&l~SN2m>?0ea4`a7j+H&!m%zonOhb
z8>t<JoCl5xcNn9G&f@cxeqrKy4BS04wo?z|mZ)?Bw7p@%u1E(WS2M60<4BOn6@^J`
zG<ZO~>E2>5f}C9E>_pc0y?c*u?mW&;cP}3q&xsoUbW_%y^&M3o0gWG5+AEqr`j&kT
z?-bm;;Wb-K;`H3yT{j(lJ!nFbT@MXTUMnT$7oYfR)BaNdH(Opcb-v^JUCqUpsR>ov
z_F?@Yr(V9(O$|(V^8PtP$a++AjO_l)&q9U|pRGdwnQ(|1Sn<IZ@lMgAx1bQudMx?C
zzU#uoCzl=#o1VXO?bf9;JHBm+3pmy6^5)c+pm&0j=mF8&+Ck^f)E;=ox7^VFdBeyV
zNV#oq0GQ(Kui8&69{TK~if7+9RkbCIfdaoh1PEqM75kbu|N0ixeE3{da4u=VegC%S
zyLQ|vww!<3`Ss?LM`9OwA}|>1#0G)fQQ~0I<SBuW&~E9eCFDZqxiHoVF_)d@Ym-&V
zz<~UYn1AzT^c+t)(uVX8hAg5Tm}^#9l0GY9J2Bq}C=f!B&e}0K#1c8BY)x1B&;YKP
zt<RXN6U~D>N-7nP#cYa%kxHK`v<ZCdTx=MrVa2TQohYnG)>qYxtZ>y?k_k5lfWQ1<
z%=Q-4xD<r1L-FGX-HJ%^vjp4}D^Vt;%>gqlV-rT<HZt4I)e2F{T<VXUKAjY48%|S|
z>t~!P&N-W?a|~qIJl=`~M&JF+jd#syDTmiB-|{@R@9v#%9tgMWeYfK9zWD!qcD0x;
zBcG5yyR~q#Zzyoz-A%Hl4SjJhl5erw*6sMq^B6SlmCvr9xG%%JPnMfvCX`Nfl<}y+
z;qXE7cxwHv>%58mDdFb#T!PP{_H36^AH1`9_qNA36HZsT1SwoHSiVDD?)^7*kDfpO
z8I--Fw|PImxmkX=Wnas&^!SL6$JL+yB4YOc=XrF?38GtI+1dXZ^BS9Pc$GB=x@}UN
zy8~JOLt=mzsDgIh1<Qf)J8vwEeD=-fA6c$nXnMH!fcvhkP4Evm5tFa{-S@02#H&wU
z&lZeKh3H>7eYVTl6ubNz0}s=$`{UF>2>Dt4&%4Uv@C#1=tV7hfJ#h3obt+18r`8?l
z2G+2Rg+84CDjQll)8QAQA81gU+basCkh)O7=&<vv%!IAqM+8Ohciewke=47iiQl~M
zl@)R>Kss_Krl>=a4eNntOB&2nWgLOp^~OmvmViTWFrgegU1)~Fm85>9s;9Dz?<k4p
zj>fJ_V>61KLkE>h;8HMtkpqntL%7&VpR4g!XII^X3E(ZVLk;!r?c>;DKGLsHwT{~B
zaKu0a9)*?lP!L^=UjidmjdU2#8Rm{<S*~ScmdL7d;~)E)amw_v%M)NJYBUdD=$x8?
zomg@t#b)<axZ-mVMuGt#d&z-S&z>4R7$toQv7@yWC6+E^RX`A|h*GVYEI_WoSZ(8^
z2@e-f$~48!CF1R=K|O0b2%v0RrEhWL`wYF$HNR487+@bT1SYGIggIjuUKuONsH&L^
z@po^lnM+K?!9bcKSJ-q6?sy#~QdcGuq990M`QpVv_N*T-2i}yMF}a;W!24BBTQf@G
zNvw1HhHKE|<6KZ?OybYZu)Ng7<lzE|md8hh!c@7zLBNjA%V-6bOm>86614UqqB9@t
zm?u<O=BqntbTF6*Yqvcd5HGGRBc#v}p}odS^&FPxMgmhUjvL^rz(vRMyuoF0G~cLl
zsZX;TxK?9Np+g<JuTDmwC?{zaly9b`+`?uRIbxzkhUy2|K*vM4$sR^gHw>b5pdcDa
zj*e$%Xlp6V$r64R@M_PL#EindW6B1MY(WP$b~GOX9PFLUfWQfU!*qs5I}mN$>dwKj
z<rRe$*INi<{vy=pC<H7VzGyUdxCCDKt}}iB1xZg2cM@c011~7+Mv(~Ci?d2H3)C~&
zMk7I83<eCvw~GASMVdTf<RULjx85-wtA8y5sNi;QIX|lz$)-J~PE5y`Gd1CMC*aec
z6bm4kWsb$Y?LsNG!7+iPCD%>lq}eI~rCYt)ln(Ms16CSg^Aa_4nOUP}yq2S^Z1+Z0
zn=&bXDtbH)3#TX1j7*Mp-fkLAN>o@WPJ9a%(KeS~6|f3{tMU;fu@u=6B9vul<|~KY
zGi7=@G`0^UNmRX>&^GWJ#?$j<lr;b=3Z_NYrpDKafXoDlfix0=hDmLzYAz4hba(+F
z!Sp)HB2}T$$!k0YYj1*F>RL&#e7?e`HKvGUH_l7!4LyRgr4;dS!7Nwdqjpu4q+z^k
z{u3Go2TkD8*J8tf6}{{==wG7!e(Tf+KE1}D*Bt=#v5fH##1B~uZ9C9_!DZlp#6l+&
zVSUR#dr{Z<Pd5?zw+jgjC7{r$8P!!wcYRlCd;SUn&;Ib?^8enu-Pg|aV})&;i{z_z
z>z3qpfF=M2<}mSsc16<p7PN>z2ym)GZ-4Mb#N($eZ$YCUS>J+qX)mlgMz-2&=iBQ`
z;@vx6Zp&>Lpw6S~ylPL;-JIin^V>6y&yIt*`m7aLmrv&m&6Jtyv|`bs?%%zcG;*1N
zmM~fy9o}#anHb}?7EdW_vMbb1phma_(GwR2Tkyyuc@Y#quUIap7n(1U3*Tr$Q!b<j
ztu7BL3I|YxUPA=3Q6$DYBI|nlr`%S;r%N;;q`FqDr8k%*2?OYm%Zmhny25;Tu2^5J
znh19R0#_8Lev}9|M~XNu9t~ehDI#WcEH|uP4;8~s1c!v-C9J|ep+5u_oSO6y@br{g
zaw7R$uf>L@^&N!ME_y?e4Lu&oqXJHP?Y_wz2z<4ZN2Vxc7@%y1i+3GmwArP>b>yiH
z*KBXhs#aH92V4;5uTZ2$PP=I6PKatQM@o-1Ov6@<r9}-ly21ewsutojnUpx5Q~2=Q
z8DlX!f;@wb#K%jggly-6Ih>*nIJ<C%DfArKV9<(;Rx%9=0zx`=lMJgs@n8gulAh5e
zR=@#MK1pIK8)tRZv&5!4^n|oquGJNhde@wKV$7qt5r68jAezC0(c??-AXO{W3SejH
z9T-~|R#_Wfh!Ty)DLh=J4_43HjFe^ItQx~OQ_4e#(FLj#6?B<1mJ^Pp$x?H%PL-7w
zWsCwKbxR#*vzDZeLi8j#_Bel<!lIhkA#$b506a4sv0R%(@zQr;eaTKX@%;VECF{ot
zXjfhGx;;FM>@A2`Dp`!U4BB1<wI~U_%k#ZMwUPQhCz;h?SBA_Gx+Rg09OrN#o#Zn(
zC>tP<)j7?c{^iEhTwsf%qi6f)%5r^v>-j&z&iyaRyN~}M1nS5Ww!y6k2}!oKiEN7D
zv7D!vmL0aWwUJon<_TG-c>?JG4N=gV+(Yf4S#51v4z;`$l7SXCw6u-Hgv4Z(h=&pt
zb>Hj${`URp`v>?CAD3L$^?AQvujjMzN;@`p)xs+8-)aviuK|YAdXF6!6%cK4NX1m*
z*rLsSFETVUKB*S(?cGbKA<=$%_t4BHlLPDnEycDIXpgsG4zPyWF1Hn4dY)rU-WEdl
zxty31E8UhZ5jQF=!JkJ|3?KREo!?ICk^-yG|MV!?9ePsNaysHMY)@5v9O3%sE>Py1
z*|qO}F8Zc@%<l2s!}ivXM$(_BD0gjiN!|bQRB$}xH7>YVR2O;F81TJ(^#0e^+<v_Y
zEB`b-3U)A-(5V!UNZeA!UhUadf2!%-^FO?G;EXu%lKQwI7Z*B^?Uru#@p|BPdaHRV
zkaqKnCei`>;ZMhQzOcOrTRCuo@blJxx9y>OeTh0sptauq3+mJD4h#44&+U79GM8&w
z%pW$U4F2_>PrtqOCd|@I`V78aIDG9LpE$3t3QwZFh4;-#2^wL{$&tTyKS}?p_;yNb
z%GQQ$yJOwl-ndo0?AnmBnfl!&ufXwb+xG6=d+7YOy$6r(lVsgU4!wNx7OU<t&V-Zt
zt?i*Du($+7>cCKB5~!ry)YW$PUh~&q-x18ZHg}q<ITGN?ElwB5PcWMS_i#9o5>p6{
z+>8z+TLLS;?wMiN)fSiQ!a@0Rr<$feF0=unsCe6oOr)ae2Kt-3L;b}@s=va9o65*!
zM3=c#MmEdwkT+U-X@FaU{>4O*K<&w)RWa_=UkNP(-XW;yC>?k$9F0SdGWysyf&)HN
z7Jyoxj}zErkZEuYy6Jh+0;D}ApGxDa*v&wH3pC^qCbB|VleJ*Qn0d}ClsHZXX+1Q>
z(13|Zk*ncY!UBZC9~3Q69P{%Gmk@S9MzWe%iMi|H+Y<9ZL?B*kTXBf*$vELqfp8gZ
zEEb~GmMT24JED#<4r9tqc_@lwbrLZR^N3x&8V=Yn8mLJap|$*0ED=4=cG)$ZLD%<}
zsHzH>0S}K+5`Bt*7BTSIiDRw-`h37Pk#+A1M&K2ucTeX#@I(4BER#>cpGg`r*d#c*
zU{y&`;#tpp5Q~s9ggM`o<8<-{BE}0UWp>Bv`YHer9iw>#rmE7IWaOeDNd#U!{10fe
zh2X-fR*tgwHkcd6W@zPiziSXn64>J@7YiyYD~#SXe=!Mm%js>uG5Y@e?3>>|-f`~9
zmq9nA34Yg(qfdMObZI2{y*n=7e?#z+k4$W;|Hb$1^4$F8yQSB@F+T$Dx&eM)etAdV
z!5%lDkdPFdqTHKPB~SU|W!RJtRMS-k^Z=t`>V3jhb9>}pzO;Rm`{&+>hZDH%@Rzw$
zLmP5>MHk<GbaAk@rS|R9TU1-(X4K`Tr_WPne`>vU>0051o2{fh_s$(0RlKat-0HnK
zDbRORvj2R`X+r(AfGx@@c;&<>Q~<D3^zHLRq3OlvA3g4*g1_f&{d*hc-5Xa*w<WQb
zDl*Q0BRP%Q&38}P{lSJ)8E>7xb?c9VwoQzRAFoMHgZ2;qcj)zacKlA`m-(QU(_x*h
zs_QNwR#(jr)!Uk>5OmCSRSDGwQkTu1wR+LaB@rm6OCbO+_`#sILdel(q5oim6X6<f
zBcwi=#WR`*(@cU^2(~3P9Mv#QCN<tg`Xfy)Wm8P6{uPMsfHRtmS)t$=khnI>Hd)|G
z>U#ojUuWU7wS%JoxTPwyY00}oA&F$Wr1Xs;z3oxGZmXi0X~NkM&qnn+qHZh+7N4-D
zK2l4i`6nrG^g17yi8+?wd$nSr%T!#I)tO6a6l$P$OqYf!HZ*p02K*Y~**zC!F5)(6
zOwr5FiqOu~C#&kj=kk-cT<Wu&{dW?wqCFULveF9_wJIGNa@KXAogM)3D+?7EJ+Rz(
zCKfu$Q}RSpA?0SEA!;F@WP<c2CbC9fh#xN~Tc#dGH%^i4_RfSr+<Lc}+%!?dBTJPF
z?LsjjK`|$Qfz)XQ9t#dhIQ(e}NI4&dswqsKPn)aU8X6m8;^BduR4*GTf~<B>YS{sq
zxzTW_y}vLdtTxOAqzfO*x>sLp3<L{7<h43rr;-s0b|ER)9FNLc-m)t^BPK!_v!zrC
zeE%tPQ7wtAfuWGF)wzzqz@$cDW>$e)`lTox!d7hsmCKQYJQ9l87w3{`Rbc}j1rq#=
z$#@mm8Zi`oFKTW~+hnaI`lK}|1>XJc`vwgdHKV*MD3Knib)k!V6AZ*<kcTyb00IUe
zO>RPSgWm)Wpw@XeThFtfHJ1;Oc`$r833$;)^3!>X4x4Q%v|-hX6ulkm!!%LgSkny4
zj@pxIjo@_{HT~;Vj2`=dwt5vv{3dwB5(AT@K9RGn-ag3<wVp5J3UHltJ&Ok;mWzf_
zP9JdeAAm0qRSPY@n*o*9md?Op=QwG7%TfW7kP)*PB$6S3A*j_*17p_YhoriReKG|O
zhZEDA465UL(TB{Vv}UK%v+rTlU0E$cZ(S5uo1F+05!e$)uK$P)C5Ie~5-fDVmZeQ|
zeZZ?Ed!DSwoQ`r(H_k^*6`|%tz7_~^UTTY}mo=UV`5)t31+E543Jjt`wN9U1Xmn1o
z2mSoxfdJ?#zAn17$UsX_$>>~}F4HUO6u&`WlhcYrBN49Y+&&E%$PnYKJ*YtlsBtNz
z%shifOAs05ZKNLHb0%_4WU^OWT~`MI&;gWzL0Keg{(UgEvh#ZEjAx07Y3*VdahB1|
zMnyoFbiw5qlOO#kbWZ-XgWKHenGMV%$iM5`UjKGtdHiDCCp%Aj9=xd@avu!%(G_=6
zhXhh>@tiH+KwI6@uPqvLkN(-}``st+H0{40pOkxb_N`xjzW+t6f*6{TUfX(&D7>AR
z+wu2}_=96#?s9yz;WfqQ?PvSTX%BBDy>Lred3$BV4R&zC%bc^#`TGwE>Fa*q9`*ck
zSMoL=x3~7JeEn-N=yDGxqj3wd%?<J4)e+M66Xi!AwH`R|>vhNe2KT*Q^+UnAE&ScN
zS7}=|<B|_16KfhZ*XYr6j<YmR+Qw}+D@VHCTBx0Sz14WA{&#%J7PpvzKc8*hVm-<H
zvxNgr|03n+;e%5+Bp_YZ6)g}0$_3<sacE{qgSv><q34;9@Ak{qx)%D13=Z9b<{>Q1
zeV<apYFC)30h5D51cC;vYatq-m{U}PvX8-$&Cly5%{*k!{oAWw%*IAtOz=qL4cDLo
zGkIgch6wL%3~?JXTOs;esYDkS!p6l_;7eQ7c)Ndr8ViVZH9TX?)xx(1gN~7)<^&R7
ziXru~BLFC*-QYrZNz8~H8dFzZDE_`zwafu>ft&@e(6Eq}_{s`aKeGo#^_-jV=Atoj
zsFvp@$!ykln~rY7ciX!JYXrzRxffgDgVPOEEU96!JmO3eNH{C7;Zk9hkrm~aiN;8%
ztq<%61mcmB#HC3<6P#FK9g2`)XUNNX?_6Bw)UjxD#a>x%e-DL9N2D(6O1ZoU&7}Jr
z*Dhx_7vju|6d4d6h0GKdR4kFr`J<q5_MOi4o86y{T-g7~VNghR<NoU%l8Vm<wjEc7
zR-OOw%E*qBg0J8H+1?|QQvGMLj`NH}a&5pvu+pid3`J)|O;CA?T_4`8m4CJUhtZ51
ziC(kmC%<kfCO*!;8M0@Ac<sA};Fkec@-nw1>?po<0>;h#2bBJc=Fx+y{WmsTgMBKg
z{O{P_GY8|Mwr~IVHs^d;{cG9h$)E1qxw0)7TiCcb|AXJ&Wc9PpPZNZ}?zNYyTrJzP
z*NT4!rbOn;7p}N{@>%`xjwFsh(s}+T&^5_WM15=;mZFJMM@GW+0};kwfb>^d`y29u
zwrkmHOzz>gvQ@8dZi9rnzT`>5VR6a9ru%^*cu0wA(%#9&DD86fSMR<3U}5t|+gt7+
zo#*5iBOmS&KWyLeWt?>TuQ%P@Yr#A<3W$H5ul{DAVEJ6&kxjXTdMRc1-;%3u(_A)f
zjWIB@1Yq!@XRRgXy+=2%)r3%UQVqI?#KGpjI8JGl6AbcnEE~(a!?+X}%TGs=Q;Qo0
zT|h-a?1k0-twLZq4+v`82lX}362I6va`h^&Z=N2%?Cs+bzN%XidHxADlBUuaK+LlQ
zs9$+6CPgDH*&JdIvFBOJxx%s{9Sw8UvxK<bac>k);dU!E#a;k*CBY0MRk<MzZeAe?
z=0#c4I)zx-r%E=|7G(0o{6SrY@8zV`HDPYYOw3*aP>vuq_=I|B@~3S`E(&f_#3yF3
zC2*clWF^8%mvG28NmVfv?Z$b$F{gpEzm=0<I^qMwE$5l-_;&x0irK^t(pZ*D9HcS?
zFr8}6)|?U_vUo9K(X8nJk`6DG&NX$#6GL#4HA;zs%tR~nWf=soth0PO71QC8{13>V
z1Mf3KQO;95nKp;+M5Hkk;i5<3BudQ<JRaawb-C|_TJ<civf5Ium13_=1Unt@9Izuo
zQ?9M}(i^a9E-rK?zOs@1GD83mkWJz-zSgBprF-~Z_2f<`LHZO`L^&~nV!y|g>a$(Q
z21{-WQWjs=1X*1>W$pGtIQ>gAMIhLm12@F;HZW{1sSKZ1znPer=wn3@3+*}!z)<(o
z9wUz_V6M$N`an&enHM3J>B!^IV$-{DR(I6;u&L87rNGJe>Jb4(PhfslgqaV=R-o%}
z0C;r}UhG#=TNx1<!0OS6h9!jRc3|i99o4DMiaD;PuB`$gbo)$ZxqL3V$YiW4sw$tS
zmzcC7s~19i59wFSY|!)2!byiNa&{8fmqWUPn0yG*TjEw%cdy=G|DsXfm%JEIP=r(p
zaQR3_(~=kf-=g6h8Qq$rD?el4AgnkB{8R>gBGx7)BLM;ArUYQmQH4i#f`Wigl4nj5
znX4$SE*?e;;4bGPi8%_tjZ0y*sTHb<yY#ePapPH689KT!u{Mq$CCutS0U-pZQKk4|
z83<PK$9VEsq68^l2VjVnPLV0M3fCOXB(E&$fdR_15__{8mue|ih<@e|K1pFtQK!RT
z^dYDNO*SYE5yYeafZhzOQoeA&7fj2G;xV2C;o(-TXmSE=tp5wX>R&!m(n!!uye8(q
zO+9GR$1ttcC0snRYfPYxpR~MC#p;R;`2fjk{j=0#gQTV35%HPdZ@Q70RA(fO22uWM
zka1#WB*{{>>5cCHHv!VES8lCqeqdW1Q$iIs0j6(Go>e?%rOsZBbLhu7A(?jcLc{3h
zWmsWCn$(~OqRIGky&mKfhxaay24zu~p@`TT!k~?y=hu`AOnzDO5TDYftV+syuvEL`
z(3j2fbs32=jB+MCkPhUtfjV6}H>$VDFSdag%Iq(*OFsVx1n$q_tvS<bi+K0+R--0^
zm@VUkRa^7WV^x(q5i(V-OW1fQ6?h{Orm}IlxayV5_@AOlO&ix2I{kTOYfSlK^IKg;
zBCFFn@2uFTw88`M_C|F=f`JD_C%L^|xYRg&dnnk>pNX7J&;&+mOduJr&(K_0OdJQ<
zuqh0`ER@EI^2d8iF|!5XDqShCn1~EcjoI3GW&m3lZ?BdQKJzITsWOp1q$zmupoDG4
zHqqmSkWdy<455?6=qTXgjfbx;&S!PbwxULf`d2Hd)FdNPQRrC?%*vxU`Z9Hps|zq^
zQ7E|91)0BkoE%6g^(5EG<86yJsv35G4-N2i<qCLxY|H|e)FJVV`Pn~*<(E?kpCtLi
z8Nwo2!z^h<!;(Th-f3Jw85p^z6a;NGR{$+&r2wG&HDD2Nmu0Mik(%ihKo{#OShd&$
z3Ge{bbl}Q4p@?L1yXc+S<>{gbZOJHG!Wv6--%Aos);QUUMrRV5tfXl5<+l<Gvz8%^
z7Z*$H!u7k@XbTl(4oxNX#oGD`p(r;6GP+>@MXMsJo!Q5(DRxj9*C6FiT`HmhtzqCx
zyfI6GuB*ZlzX@j4A{m+w`Cjs%b*AXb%MT4#TVj6SzmgQkL3}6+wyZ|baCvQT_XBr)
z_Ft^8`c2|f-?GW)a(pa$uMCU~fr>tO6~z1Hm#r0lANZK|%XwJAxBf8Z!#Knn(3aE<
zAG}<5GX{SC-EX(<pSpgP_hv7w<8{j&cFZ00?%-P2zkNIx&-eSh^Yq)?-!=^oU;Ff6
z+l$wud)^DXwdw3vK072AU4D#BKUI5Kf+(BIEWlQtO=}`|=TOss8W}nG<A!Ym+dFop
zj_znI$=vX6EAB+({7`y*23`76v2rf)?JWxpu5pJy5`!Ppw)L3HKbYYC9eVjKj_`E1
z3qCkbV8K4k?|Sz^<B7*xJ~@3qc-Sfb7Yy|Gae8ClZzp~&`E=x14V7=~n`BVqntRtM
z@E{QCWds)c*sf`KWBPDqW$g|5z=3^-=5K5p2c}ulcTbeZD<shJ;FP#it+*|l_sHlE
zkVKrNgOG&`VGzr$#PSP9NDn1uF=lX4O<`K$Z(@#MpAg=Zu3xFSk**mJN?3|cVA&mN
z<~upAcB&RgWE_d9r_Ek<or_plgyi??OcgGPCa=t8Dp)F|x{+dz275d)cs%io<r`{n
zjO7@=tWc`RG{zbmGFMx36!V^qEjrR@ab{L`bB7QJu@TChDfM0Gm`bD&#DZoZxjoY^
zf>9#XUafN`Rz*K~012h8mnKSUi1cFks}+&aCR5M(fe^sKNM2gBMlF)9^{t|j#0*%J
z*&nMfNUSaX%;%V=qg?G=<itVqk`Oj=f9~Sysp>hY&;KY8)yfFFL6YEfq2`Obo4~{c
zP;yA(E71U4W8{?59r(crt)qd0hB}^k#Wh4v#Ou3jNtPiBV4i3iXjgD4qcQ2s=%QH&
zw%9p|Mx$Y6C~s5ADMy3>98k&^=1JJ|mzn~nW1dbncFCsF3Xd^PZ^h}eq1^Gz05t+Y
z3j-Kj9n@dTKqCzjRtO0RAc&DNabt%Wvku(U1t6wtltNaquP3@}@P!k6@BBMeA>;->
z{|5E)m_DZf;cp3~f`JCsq(4S8_MVRJ88H@MozApNRRNy;YjO#hDi#Ri6Wr?obSzb+
zQ^$PuRGW3iBdvU}Cfm*z>a(jDpv{;e^qf2_s7yIjN19Hm>8=B1iU1G+8Q+!Xdo|5k
zbHsSu9t~ts?unx#E161_)yX${gd9tt#|>`5FAw^_LP~kc-aN7x|3;~`Ko$tJ;C=NU
zy<v}@I<Pldj!C$m>~%41<g9l{=T_JB{qCtDh=9<iTMo1xHlE({4Kj^&HEr+TxE(_w
zb^B6UvA;+M9$}8Ad-a{7Hh=v5+41NQcr9!$N?)#=E}%$TZd|*3{n(B3k4by(ul$?o
z$Lo;R*WV01e<^wUP4}&bQj*;nQ<&fb?>;|wYv9xQH^Hy6={GL425-J`W-5gCx_hi;
z#~-1m<1oh$`QF)TplKx;S!ILpBSHnduvja9@c8!Udw=<ZoxSm3{ie;qA#ZnX`P%B6
zx-~fITF!}0otYQzb3JaqY+?L2?&_<b->;hW+}quE?qsLuCFUF0Q^-$`N?U^CHpIX0
zUfarP$HDbS*80HK8vpd0CLA|vL7*uHS?GbOp`-yXvcZ4ZIpLWtHB==vyoI7>#Joo9
z;%gx4IrD631=C3G28Jc#KFYuMHfXwaS$P(9!azjzS@)zdTBaf>7GGAIrJf5d1Th=`
zvmo|K@RUuK=DHM9bq3q&m2PZv=F+ni7LVJF61vb_IiQd*on`Ej6?hKElGpBqrV0G8
zWr!@BqzFD5bz6k?HWw{Ki4u%OHlS9y`#3~5Znjrt6(-yIvUmzFkIbneKu|e0QCLs_
zwoxeS%esoWzNH|SILsYZACXe$fSY3Sd@pJ>j>H_*GG&!ZR`wfb$Z*JlXwEoKEXyN0
zi7*BU=}=JP10cZrvW*CWR6CH-_uK%SYbV%yQG$ngTBS3Yy0OTOcWGP`usrSsI)6xr
zUBZe+XjKUNn&InfDt%Xfx4yAuwl(_c<IpmijvPZTjJ6y#sKC8imDYbEBnHRGL$4Qx
z5Q=ml{zCL0KE;8|(F8Eru|P)p0cGe`h*Ow#Tr;-JaZ`t|aY@mxd{dv>bez#o9d;g`
z(|9GPxt&8-C6Vgny9{dTc{j2^=&xS#%O&Hk$AOfBJwpvT*Q!#RR7#27Z9@~L*nGUP
zOc21x5xI>Mi<>*5_^7~0>v7X*LY+7!x1D6b;z6>STlKSaP4-aKLQFQ#t005`xkqXU
zVE7fOIGL6TOGt5~wy3#X>q%9akEQhlC2~bZf3s@I6aaVMi&L#1Ueg%$&ZV#z8L%^R
z`WNXK@FPl;q)Zo|>m2|^>rIh9FcMGBBw-duNjx%eq@l+-WooKSw*L8oA;6nw76302
zPsPBou$W$6Q%E)fDTw*eI70z8cM;MKDxZ%XhtVg2*|i6$n@g$z*}Tdo-L#Iw9poAY
zAzq1^X82IK5(fvTktyp88Cj%WWan%W5~#0br1cq#=Q_P7PjA&1izP*%BpIN)ZJHyP
z>jnW&YQXR$AEUsdt3Xs8><ORT6Z33L7q5XE)N7*TIr4ZivX79nzirjJoS3JP({;d^
zY$g^!4x=SWpg1usHb7PJ)$8w0eDr2x`rZ$_Oec=G?urGLihJ+vsg2urE;z-<w>21t
zdceLJ{>`J;{pY?8I5OH<e_`b4C;NUT_y#p@2wjVN@u_`Brq^4?(~_Bc0>NGUwepJ5
z1IV=Fr+09_E_c7$n)K@9z#m?0R|(ILydQU@yXNAq8_+jzuk8DaeC@<fIh)xxqwD3P
zprZ$F5;nW;j7`ov-Chd<BKSxC=5L?{oy3H#UwQndNO$9y%k|t#h3J(2(mg(DJ8vA6
z#5K6Thr1xT_VRt-&1IjPF07eV&Rkr=`W$r^`qi3|bM|k9UFamG98Eb?-+F!bAwhcm
z<^8|;ukGG@erw}>fys2jE=!<Vb8Ov%1bxGkO41m=@yvJ@Lkwk$0-nTNW#WlGFxFVU
zY$7|(z{84#K1E)kStUcVCD!^9#Sxn9O&Sj~oi=p~)tchL2w{_<2K~$@PCe_Yo3l4W
zECQQPAfYuL^K>*Trb$DcrO_Alxn_DD64_%Ak0-$Zcn=Nf!-l9DsFn^;6{4=!oKZQR
zc3dl?Z`$hgw~@O{Wg3>r4vm@(4}!~|UV-%g4MG=&H|VI77*2=`BdDwHt)spvap(oS
z0J=~(giinAICq9LRrzYVOf{S1IaV|n5H+M;u5Ov+@Fk^g)XIth%{b$1hcQBxOfqcL
zDm1U!0mi6aQWT+M1pxIo%u@86c#LmgnEH)m$Wa~+!-eL;7=xqH>$pr#D&P#-&w+w@
z)hcc~j|enlU;qIIpv^;i6Ad;ISO#SF$NwNLi~F+`X3;=SE~F*jkUCj;249sx(6OKi
zmVz=R##sX#S;b;}{-3V8fewIjuXokK$R<#oc{&c4psI19oP#ec)Y-agLZP%lT$78d
zX}UBEyBHw`lKNChSwoPgXxysrfj0Q#C#wkRr?YXRVS^Fg{l^isd?_C8ZF;lDK$#nA
zdX&@bXvI)fGNczsJpYL~TyU#CbfWq&RM2)vzb~5v<bYZ(9^2`<9Z4VnNhFNip3^rR
zeE(CgdH2mPi_)79v|rlL_3tn5rS2Qq@#7wB%9Y&wkU-cvY0c@N2=&Kd$3(Yoa9{8L
zqtD_QmPtA7m66rDEBH|A{hh6ZJPH@|s`?)gonxPOKe%_~UmLpqlkyX8Bjsqy#Y3Fz
zEY|!?@Yi>?5eB|pd!k7Bcaj_B`pU_3Szor5x3<r3dSpp$xs<fW;CsVWRWH@K65=c&
zFV;?ca`=zk?5$UBgw&64_NA;`e9e2j&b^m<f6MJ!N!{!3o95_p6WZ<Pe8(kh&rew|
zN_qxg96Gu!kAC5T@2DWeg%cU;dWJkw_8(3_ob~zeQ}Kpxg%xcsM0)^@Jw!59V7n#@
zQwx)oqaoqwnN9v*c0K)o*>N+K(%f)q+o^+{67RZGy}}FcjBXmK%G~@7j+^5!O-BOD
zzV%{b?$QcapR$K($}d(*>pIjP_(E5)axnl3EWJ!aqJc4wfH1*gj5fm~X|(*dl0y(?
zZUq|`#zT*VvZVgOX(j8smh1R<l*-kQkLR<+4UHFT`j2>1jQFx9SNwv`I0;CmvWch&
z_?d8=j4NT1O~7t?#<LI@ic+hE{>yxn)Gsp@UY5@pgn3Y>3o{6OxH>KGNu8h5x-6Qj
zbBPj8;eM1FmvbE)f_*sySI`<rjh9(7;szlZ1c#Q}s8!K2mmH4J_-3NYtYVxdObR$j
zGc3ZQ6N#q=yu&g@aNE(wz6==Ei;^y#^XA5gaS*>)V;8fQPFXK;OoRLuWxU2V761ky
zSWBwhaJ1^x#%?z)+ly%I$`J>J#?Au|n{Db+hj5|*-i<QCV3eJy>lRz5nNzVo5e^Gj
zvviE1;V$8IyxREuesGK)64g}`NQSJf2FI6ksld}9Z%#fOfsXVlbu$21Lwn<D1uz=2
zLCZx3K9A}OX*cEoZ6r;8mvf@D7yzn!SI;fSD(AY9kf8;oWnNzZT#u(HwW^@st{+Dv
zIoEd*@n_euM~w5$GtCvgSJ@nzwM6WI7b2{z0Q@PcrLxT938_=rSn~o3X%2{N#%NyQ
zd|1%g6(QS*QkoRTet{qIUOh(<QNyh3A7%BCRzOPebm>e;0xcGfiOo0SPxFXf*?x{x
z!~a+=MP$AUa1&WHu10Fy)1ww~fbB7I3ODVl)uzEzLZx<chFN{PifvnlMactTlWY8g
z#{AyNSu;jaw~Scd<yUSA^mI?x$oS$FMyGZ<3|@jdmgz*n<<$5*K%Hj4C#_`}8FFTm
z0@3`akP@>ek|(SgoWynr(eTs3&40p8kN}O^l}u0<??}t2`R|@e63la|cqd}3#~-F#
zC3(5g>_9zJ&Q|WacfP$JKn<<7%l_-=eb|7CS&8f9t)mCk!`{D=dw|HLQx;%qUc2&5
z-}aw9uE_2zu4?vGN0l7Cqw+rE`&7<7b2xcs^wH>^9<LvE6umn2Qci|<n`{vR1(87{
z{(o>rfj}*QB3fQBl@BVMeqv*G^PGKord*elk>u?#P7_pvcp{LIn!N=h_c<$C*nTsq
zL{h|^U#>}Y6COni)U@Va$0z_$3vn~{cNn8_V4-7kG%KoRiYZ@P@Qzwg#Ljw-dE$>d
z^G*Ftz84qqWB-7Ps|EjnP!w^uM=BANkx<qGyj^&9t3n8<Rf{qx%hus1rb^9Gn!be0
zgeL~4v($%@{zE}lt^g0WlZ1d+DgY~J&RaW^){ZT|OekQJrow%qEU%Grb`-bTnee{~
zS6~^JP(0&%r89oA!C=-oGp(#9h4z<aVt>u7kd7EcRhzpb(9OU}FEmm(#gr0eX>2DA
zLZ~PVOu{&Ue;Dp42*zM6=l4aLmBf&Qa9CnTbYk8xAGcom{*oPN>n&3=GZL(Ms@Wo{
z+OtH*ju<5Yr>nNU&}64LG#=SQ#+K=!B|wpXv00zbL=TC_Fl(9|>mc?*oDbM6HY&tx
z3%!kZr(uR?Dd}_u&Y_o2ME?W&WjHdzbR;MaSCLL-dkf~g?+w+sc(82nvN&T-k?}02
zESZ`C`$HhEJ?1usgr?LdkfQzpDXiX6R(scXk-{v~P;<6l79I-NHB0GvNg-KYsqqS~
z1L9NcXltvuG(w^c*Yw_U@ym8Ubgm|KXDrcB#|fnsv=$@Ezwpe49gCkXq$`jF_1J!!
z{KwNzOgpO@^Q4=<eG!~}@tXU-8f+^lRrSUj6HIhjyH&WH2i^bGpI22If=-|J+*1`+
z@@#XEYt+Uekk>&eNqpg_qmt^)-?Vo9(Ya&ik?mKmX=bnPkQFrk1FHT8Cvn^IW!W4|
z;eugWSEBnqYdv&f`^H`QTd#F*{q!;6G;E}yH9NiV!r%{lFP}Czt!gKDushG;JX$Ti
zQ4(Ab_^+0%*0gH`kJ<~5D%rxem!GBhgb<e!qWV~1$GI2NH*Yjv-h4pR^3GpX?$Wq{
z<SO_5eQh|G^r}SE3(diWb0?l}|Lb7NpA-7@3$&s1k)xkUsnwD+q)?RjpzXnH*As~J
zU+#|I?s<Cu$<c(Wb4iHyZsrKD%Bk40n}XeWGCkCFum0`I+_v)GCa1lMh06k^!S_;i
zQ7R<ACY$O83m^3?AxpwZ?LJ{XzY_9mLz5ujVeHrC!TERyQ%W^w`e&j9%`@d!+UKlt
z(}OJ`KdTD7`%Ri&tEs{o@vOvY=}QVtg;xAWH>pRa@U7h;Y4ht3qvokf3f_Bbqs{>H
z6fZ0H*SgvxIEmn>yRpt>0xh8|HO=7RrgRUD8sd?x#{rBi9%#EPucv2}pOOMimrP**
z#1>eZ$UxT-VjImCSTW-`N>IJ1@U!ZR)q#xDen<zBvgTpRn=j(0H~j-*xy0-PAu7Z`
zdvu!BfwYXX?Lt=r0}&suFUxHg%rgR<!UADM0VyzR8fRZqeg-&%jOEG@d~dOyPZi7J
zJ={P%Ilf#yURtzBEKGjZj9)E7xiC6~i>91k%X~6t+@{@d-&qU7P+AC(Qv-hG13Nc5
zOfP!p6>$t5t<sC;#u|mB{?V|gg(ye#LOYp!53d!7p-U>Wosi$;{NLCncF|=Mv9|=H
zV^lnCnT@A;ET9Cn#Ec#BY>ga$b}|pPFwWLUa7zLm1?r|RX#lNFA}V7DK!=XL1QgHL
z-=kOI1_jvbeg$bq_zjrVq-iFP+}&Uv%a2~tg_aI#t*pgo>xF>@R0|8;C}aeNBChX#
z?Sc^aP0$9{!gVZVUlP%UhG-flc&}g~XA&9YI-8(r7!M{%*HbFyjIR|9HM+ut$PHWV
zRYj)JFb6D+1+^G-rrKI0s`|DK5=66e5=~TIz&IfjVV_O}jd}NK8&nkurRw=0kFntR
zx(<U4n&p+%mAybkDWS;<tSp17MKlelS7V4&zSugyx^~f_*xNf5h8F5Gk`_(JpQU&#
zA*;w^Nn*cbtbQ4iH$G=K6a~aJb|_)Y?q+mQV5$0EIAxj=>1e#Tgma2C>ewdVE8V(O
za~vnAbdlEp3r96=Tx-cURV=H+R6~QJfXKzh|136k)b)cGFl|u|Ax88hFv0R9MbP#3
zqlfZ(`P1y|FTTx9NiiPU|Muz4$vA+L>kjpb8=NlIhGEinUEBH(2;R5l*B{HllD5t7
zed>mJD;5OXHkp=^5>pJRe;F5?+xsCHAjFVOI6a5vF;~qQfFY_f6XLY8^|l^O$D9j#
z?dz|;x_{uW>mS}cEO@@daQKtoGT*)d+dtCWdPD4W7P-0^xS_1<Z#wOB>QJ39zc)U&
zJ!X#>1o11af}_7pd8z((^zAPuYP;U98u)0_<}G*R`iI#s&z(&!PhQzG@%$qfpN?0Y
zuev_^O2U5l+n;+b<r)3=ZcAJF_~Etbvz~J|WZDm3-Xer8zxtc`(37*elGSEYkH>5~
zP~%scmSZ7PqOAp4>f%hcnzd$DR6Db<7tG#OF}(<xg_t)mZ}!UqT9HDqUjpF$qb*Nl
z?>1!*1(0jXrs5oA@&^^FIL%UX2N%n7Y|CI-F;~N731B<)Dk1CaI#oFbluLs=^Pd9<
zM<Z2*HlX>`ja?2;dMOX3b^=Hk(XeuCQaBNYOB*F>3c_%DkfvL<ECcd0Um;M&JM{oI
zg0J;Ydrn?ap&Ppax*kfF6tGOKD$R7%+8`K>5E%Wol;34kMWz|pn(Diy0^L|}3ayHS
zXLMx{BZjKEwN%tIeOY22a4;K_#LcIMkRy?{&a~oaRazhPNIL5t@A+OkU!PN&D^Gno
z(q=6&+9rYsE=6{G7aVvhuCcL&g{i5r+JZRMq{CPu;5(K4D6J4Vo>;7-F4fHO?b39y
zse5o$q5r#(Xc)2$3`NI850o_bXUnp(%g<yoh~3y3d?k=2_b=5qJy91Hh2lVN2B0wR
z!y;Kgv^Z+@Y7&v`*ASW&nu?ns3C-0&Qv@vXc*<Gx@L(unO6Ez*fH(q!6diR|PR*D5
zUW^q_he0bV)}wlxK%hC0zu6!73)_MI9EaiU?Unj4G#;ak)%SY%W6st_HZ3(-D05S!
zd*|K8Jz0e5=&5iM1<>W#S6od#MfkERR|mNZ#$2&dr?PsdJb8rFzw5k6=E@@Z0HaeS
z2yF#ThcZVa^C`0l^g#vm`D8xOYI4+|ps8yYT|ZYF{UxNSR2Ha?Uke)ar;ugIje}&f
zwH;d`Qv>otNLj)F90wr=u-fO)@U!M3G6YC;6MNMUUB`Ww*1xb-xtaQ{$S$y{5}qqp
zldV(+1vs%JLG9T3Nt)eCjyyPhvf^3!wT+Lu9^O0f!Jj*PKg*7wDqj@{w_JS=NTgq1
zxt{TC_|W^8r>?$wKkmCfCz|)Vt-tf~QR47JU(c3%l9S&*@VPYnf^hou)rr1u?!SwP
zxNY#uyz`*qho3p;_oct5ecgCtTjraaiPr-zMPEPhF`&j<f`8o|KDYMabt|_0?-ar<
z?n3xG;t}}p!hvngt*JLW?+<TqjRn=T9^T4SOf3EWPU++FsVjf|TJ&q%Pk$W2?tX7`
ze9ED`{qRpyDt_BUne_P03z`(|e4Ms@<*cm4x@n}#|I_sPU$>;dk8=nK11@mES}8*g
z#OtgjlxR2zQJSbKz}~38oK^zJb@Y|d!|<77!J|cXG({awD4vVlSy?|h#SA3z>!?-m
zDz|42Q<;M69nG4q+{+Klj$5!qaC?EcYQ<cg9YJH0I{;*CLJ=g;tx-7lP9cJUo$tWt
z^E1jAdT<cS0MKHf*oXdhZo6dv6-skA_QF(92;FXEh`^|7b$ElHw`ek9Zal~nK94Jw
zCEzCFB2*a^YOD(Zjj9dvYqSI*Xqhg>={(#J*)QIiP(U_MGpoD5$}(W4*a0E5B{)T}
z#Y!~%1Nu8XghiNQqHzu0cpi)RhD2T^t)4A0<O0*zx)@eaGNJjwLc{81Pw%V%Q@K+>
ztrmq5mN~tp8Ifigz2a=18ccB3%!w@JZAdE`@H;~S=Bal1BpR2yV#zj>+l`_4F<vuH
zmXpO0d6+$%OAyjDJUe2I$V2*>lLTrD5#BcioP^S)knXye8I-9K1TYa?YdT$P9^{lX
z!)RdXv)noqL9~RLsT_k>Sa>7?z@nVYZ3dvFkiL|9c0}U@EU^z?=JdCc2AtleoH{>o
z04^)<VIovC8855m#9V5y<H~oLcuQ%$JWyh}aN-z4W$V43LN5vlE!C=xW}3FNaf#d@
zH4SoNsbX|APGs>?XsTPv`|gFr&b8Z=ViLZr4u$=d8Jh4%Z$T?rpj*bY5^B)Ij3_HZ
z<SXuM*|@096+q(*ZmaUQMl+|90%O&Y9#7jUoH4x)RP$e;EEs8VoRZ$$PbVOIjDaK~
z1=I{LIOsf9d5dlD8S-w<M%$G=q-Cdnf+pWy8_AgpZxER-xN0S3Ic&_idLgeJV^%{M
zT7RbkBck+vx8Cu~ZQpjsffK!6Z@sn0GZf+S*>^mz(0}dO-msEF`1N}#5-sjGdQ(f6
zX9!uGNwzkY>R-VE7#{ie&fk(d8|BMMhg(nFIaBZc)e-uJt`YI}==(!~@l~$D1up3a
z8zMjZVa>(Zc!C}KFV@R++p9ghQ;}~zp`QD6rao=`M!}g|I}hGJ63KA?*UH_}7uPQX
z<=BTI^2a`I*xdsBrQ-*8{K(w4v%j;k23?x=>RihFxi8v2-jsdn(sJO1i;KwS9}e|T
zcJIzKQ`|NJM#b-5Okfi2Uh45b9O><r*Y@-~&!ct$4fyy=svTA5FMZ`J*%u1)0K3;F
z0SJb`1QOZBGhdexzF?{r_8PYTr9QcBG~gBzaiGiX+BfVMU)IW1&%0b66+wP_X?e@^
z-Ea3*mo0+jfBRg^`>mykOWiV=Qh#p<2fF;lK}g<vJQer$^or-G?@#$imy86b*;2+J
zHDKC{@k1_9n*&-iHw!lL@@M@(p&71?HKXx0k%2|_bt3g2&|g*{sT*St!R5sRM3{+i
zDMqii$)v*O=hWJ?vDwKfM75@Jcx=j*XH!Mp78YUT)WN7#&2wPWPxFkLESY85YeKTB
za6aXOL8-$)g_dELyPXF(H}k}70S|M=B!&n1f43CETqL4+TuTOM5E|fn(SfBimTgw1
zWo-6ttgyMlI;eN3=}7<haHBf4bcQ6<#oOUeiy8!`*L;&Y21x9t?5pbwVc;g%Aw|4)
zybA(dn07=C;<hVRwGF7bes@M$X0r>SnVJzP(-(g~Hn|M=GV6qil^wu6U_5M`EJ?tl
zs21I9Xlxi9b0u5%2Y`b~Mh%+z^DI+`%Ap3L@Pa^(=V?7r3sytI97q-~<8oS~?xwPp
z&4Wd-<T2e7f0Bfbkt=06%yv_*Iqfvrq^MyE8!)}JT<UDTp9H1?5jzOw!ZaZw!1u}#
zjz<}f0yLJ?tWJk{6afeTxi|>d#KcPdH%F~oDKfWJO(&l!oE?&-#*zq(%D*6Qyn!FI
zafQVZfr$l4O)6|>K^}aeL5ek5y{JMDL}E@Gg-gU^PGyiB!n%sJE7O%W<9eU(Ws+q)
zt9>*}Q?1J=Mlig&k|LYQv|KkJv^C!LaTlPPoNN=n@+;?Zlfh8IG5{v?%PL(mS}0ly
zBC4lwsx()mFyAJ0)7k^pbWcP8r~GcGxLdV09}mQQu}`~99aW_p&z7r!G>~?R)nEA+
z&eEn`kKMUa=?JV`1ZHE#0#LZOCFY5}@lIw2lUn>NHUgJCR7+fVmh!h}j5M$9M}I|I
zi5v5WU;2LJ@2PEh|4jYXtw<RXnwYFxwj{p6h>e?+-#u(i?|DBxIyU+W;n`bzxGz6E
z`WB=(Wo75Vrtq^(x=t&lgfr@&BFlJvYDaC{_L~P^64TGSK~IEDyiF`%N-Z0{@q0Ji
zSX%$!)c(N3t>rr*X<#&d%Ujr8*R`i1nB-*3h8)p$17aF8w8^@D(EuuAjX-kXU;Xy~
zitWB_LFk|;zv|1;hFa*7PjY=$j;yFIV1W<Anbjog_|?XjpFX`>ers5}{gdv|n%SF#
zD#V};C)f~jT^|s{Fxn$#($>n`gDASkClYfn%9_+npJQ<W#_}PvK*#Knp%i{>slb`|
z7MdtGYB4GVcI7PV0*o}CFxL*t1OOuPkk;)rqfo%kR@oPaCs%h<Rq6#he4J>scL>bQ
zUH$Fzg^YQ7yRZNZe1XXrRlc>$L;ye)*txm(IsRHgD2b=+gSy~}V_J+kkBw|{g7R%K
zIuDIv(4f-8$kkjN0+HKIX}~rNK1<o9jUPlAdpEA#Rcd7au@sQ0nE=zGzt`1I5fn%A
z$`q5$9?RbN3|F{`<Kh|t!J|e!xy>$2Oxx+LL>~r(B4JK8XmScJx<atbM)i2Y6JtbB
zC~&rRDCe3{*dskI^p8WzoM;Xq8Jq3pW}*-Q@laYPrtS3*@c$ZR<r(;afr&liB>61-
z2$XiSWl8Ke2=VR+08MAXd*i)(K=H?jc)x_XfY4IC`~Gd!9M~~pPF7Ab**4bL%}1Dh
zQWbec-qB^QfKhGYZr1P*yB|$So6Z%)9^R+Abc&NM@hWWF4?F3%A>M6o@*Y_~<B!D$
zvAK`0Sl>-JuxG_*r{~C)3zL`HiA#d?*)0_=I7~%HiYDw6WMNNz)aQTYU)jI)JaP58
z%1iQAj$*4jbbW5THgxAE5c9&#3%d`CC0h-<_DBw2XC6*_&y8?rMS&xDolM+afB+*^
zr(YfT;yo_l8<YN|`NVI-wnK%9_Jh}V?~H}t_%i5-pBmfy^83~oDZ6zSf{8C$j(ogb
z<?S3e9Z9cEna!-f2-c{lJi3=E|E@{%dWpSrUYvht{v4n3dyD(%#r@5n0nSH!d~8$8
zy(XLtx|87ZCH@8FvgNy9?)>M~U;A&q89G(BQSL@;y*m6lEEIIAD%K|%sp6^}swBZ|
zhAVoZzbxSG)Uu6t0jexDwibs)Y94~%v8@rRB=BA?$`}LC?b%JUYGa~ssS3>PbZkyw
zntPy`)|XN^gOH3X!X5|F1kd6Zo1WlvGV@&R)|`all+1~6BN9285yXrJ&3b~VmNM~p
zs)q-up}B+7<i+KVW_3D~$$cseu-~Ob&viAPDW8+sn}EeN%Ig@6=;sMy#QeJC+SbP=
zXhaKjb&X1moN@+OjUf{7XwAZ+4Vo86lEiV>k^MD5KOumqi_t7lRg0Q>V5&JEu65@2
zMaB#LdzCYB>$9m9PdVoU9u<G#SODTx$Qd$Vtp!Ne4MH0rP>-}8iT+)rvIOA*?v>_t
ztEyGBG<Oiy)h`wW+$(!U<Es(WK}Aeuz`cyDoY~gRF|>`VqNi<L9SWo+!{1(27*d#Q
zDkeQ5Ru)5eI8ON#3FW7?%GYW*#o@MPes!-_T4#v209(4KLF%$8X4%0qlIlPfUXCob
z85m_=s-9d7VTUHl@4-820*uKx%aKU$6*nn)CS2dU2z)KWkpToVok2)2Iv0bA6MN=3
zp7T{9zM0iiPzCCl%#9j9D5c7#aS9{UZrBjSAkKs-I7zjh@+TVl{x%c|Ycln-Bv}hY
zJy<q~_Lcx-F)c%G1SN5mWVsW$I%zc>$7-7(Jm8VNJOlOYW6#~IM^0|!^9M;2A&i+K
zgNmn%McIIQZv!d90dV=q%c%oYhfuoC><2|qfMBWv(t!~vjwJvgL$j8q<OCvoB8!mH
zMe{T@tG~cQL8E(*mNt+;fnmf9M2Ute!^|>zc}gL-mabDdvwS=>xFn#`9Mv~GW;K>O
zJ<A4>8-OIn4UZ|{zV=v1Gn-%lFDw)k?S@-K?+4cc@#Gv?O=aauce)s(+QhD&V2ufo
ze)ed~S?{j(D!LUGzQ~Jco{SST3~A`8>sAzu(BSajYKkrZf?s|ZGvFJ!SFbhzRZ2qT
zW*C67PM)Sj)#N~Av{DSemJHh1Wfo5A8|L7h%bH1ew%JtXw34YVQ7zgg!_c!7SgCU=
zGQSGyri+y#p|jp0VT-u+ST!TtuLK1}isn<*46h<JV8Wzhx+~y3J8_}8>$nLGuoi7w
zKG$k;ud?uC+@Ruk>k<B#B?9E{EVbygarH}ea!bF|uPP&}G7<usX4>Hp_?@%Hm^Sx)
zsOW(}suv?5rZ?daqOh*z&Dr=v`MW(Hbw>qlGp!69POts%-p^KEJidkb>X77zqje*?
z4<k5Xc41CT>cg<{%o%GhK-n?jbA*#QY;=Pc_*Kf#j{d}d#oGRS^yI^y!v_LS)@OHZ
znM#;yzRO>!SDbITkitV5N`^F(sU8S_wn4nYtIV!G_NJE{_g#8(SIyI~)lL6NsydnO
z>eH6}5cl@HT)Ya7b36X{&HKWmi<?fgLx0{5yL3P7+`(bn&znxxM-h1ZJx5}8^9i@#
zKszTv7ErVq`@`4A*F3A=^|g({5Vo;=`2zNb5)qJF=6W%^p7)mKBytt;C_dRv_Lj3r
zj~`<j2tF}Sy=6*F8wFIPj$BLUgh@5U_+l-JWR-^?JV0@Zn8Mf@GN0m&wo?cV@za2W
zhCo|JRqJp=R5!CyI|Nlv#H4k@*xX4VTQfya4;$9j*46M1|G+G-QvH%QTwmGuu-KJQ
zTyq3pOj%T`Lx}yJNAPbT3^_Fe%nb<#u6}wMT1#7JcB2RVu$U$ADrYt@iy}}~_bRj+
zPav)>k5qWC#0mu5dvhczd#HgtMOQ3py*8&5L?$<9dwa17RS8q<nIM20QB!`!*oUhH
zHHwONfd=tIV`fM*HQrVWV^{uQHLWc{trZhlr-OYMHeS;JJOp6|IE{qCuS(gHz^oph
zaK0c)uJ=X^g=C?Oxamv|GZ5xFvrpl%UP;E~Wl)PC{emXnmcmHB4-I&$LlK&1^dN$5
zxR>EYsQf!5u1O7^mPV3IV<HQ{7yV<bcpeU8N|+|h+9|%wh648dd;Jnf&Fyw<(>T@j
z{Uk^i3!20MMgtClE4t~OvF71k%xt{U*nb2@iPjjT7`eBV3LwD&Ota`A0u0m-2)SKz
zan%nDTzrIyV4IXVmmJXdK)A+J02DF5y;{?mm)Yd6z^mu_KnvYkDZpc(q*q@hFrutE
zGk_7cC_-2VbqO<Jf2c!3m{ZAtF2Lq6*PJ9JFVp;I7!}*tcRxNcb^XJU_pbk*vP*<~
zG~gB#mH1~6sOpzm_rEr5joT~oy$<{L35Va&`t6#77cY$Fx*r<3;^lLy>hhH;5Yom|
zf7X%hPTd#u;+l+pLE`T_^Yg#H`I7gi^Gy1}t=OGD`yU;6yna63cjU$2(}(^g92xm_
z>fL52JSFa0@s(}gh<~|!=xAuv#|=U0UlpuRBN!DU2OQSQivASw`@4OC;@c<uJ;`5s
zzlwU4vilqa=!2elbXgS5`dyY20GWs`MwF3Lx<7hfe$w)4&*;dFlZZ<P-0EZYb7FA`
zpC64!(N;t_uV*{=UoF-w*c*`3G-td7N(TW(J(pO0wrOyvX$m*!S92s1^PkD&HP8^z
z&s7~ZB#P#cQYy;$t4fvCPsklj68WYTP$x>YNt`58F|WfX4VG$HSf6nMWv6)}W)W!f
z0z2c%Kacrdv_vi19Qp+rJ-5yuBu1r1t4UGna0iZ&TZ@LX?6}mZmf~pyJ<g0rMtDb1
zKxr9nIDi5QIJiOD8i>j06OSBE%MUI79^$;cs5fR~Iy##+<Ayj_9wo0YqZFpT3<j?l
zKLdsl_3{OW*8hI}#;erKS{U7m#4J=%3)IKxHnamuFU_UeExaDx)3zQxv(9g0n;{Jj
z@XjX1Mtad)s9R%qy3kvgXvA2R!d!lxk%!OKO*+>bs+cuLWSdc<WweBln%TI}+|Q~T
zYP4K)3rc)0HU`j?8uz{CI`fhPMWmCWRaHq|s?1n@eqT`p*(9HZDNJKLc(!TAbr8zH
zmn+O%;*6^it{fUf*^LD2>8%(Awuy}rQ_UDn-aR*RU%WY0u{54sw<z>1sDtMLrl1~)
zTS%O2f*rXzlp4G002HR|QF@~Lz9C?8_7AACE58>NG2KFkI3Sgs`3|9IBCHfC*Nmqz
z418}PO`z~cQ*GR4lnpIOC5Z+igW~~~u9E?T$MMb@SDFe0_6f(-)XY>xO;Ntli~?h3
z4P$wd4dR-G4y<(5SsSJfDYO00V>Bso!`}CprTS;`8W)ty{z-Mj>9oQ!0hMRwQ5k4;
z>@@rZ%CFeZ>mN|WkkW-k4sugg1;yEb9fwLyML_yOJ@CeWSxU4bD@R9Dha0jKq9<nF
zYR58!Abylq8CnMR_bJ`zkT5%{V(!8MO94`H(<~Xv?OapLBr+`1cXdF@AR2EBbv5;R
zxB^wzfQLz535>43<&Z+PN1VPeUIK3*n;5;7nFXyMu%ZoGS{e`9fXxMbTnZ`=t*VN|
z@coJe4Q3RNOgtV$)PY^1Crk71t?z_c*82kzUjY>#WH)?JPp=H|EDj_$w%E9!5|9}Z
z9iQ7RL*jW0T8DnV@h&Ho$Q!dPIA`F%Y~F-^meTur{noFyU+>$$>EOd7n}2x6IR%_q
zwK^{v@%Fo0pygY)Clf=AGZ$Vx4rZSp+27gmXyILKZ_=KqPewv7rex-y-pqV`qBVBz
z=Gi<&=HPh6K=zQ)h>!ea&tH#?Uw?dH)6VPT2|g{`c5p&lx+OafR)Jpb<i>IFe6Lr-
z(UtwbzM5}6x-stJ7eymK-2x3u({H}o|KY8QEAzVd*8gt$@6RirpSs!Z(?r_$+CIGF
zdDQN_kM@kN95nKS(|rj|Eiz%wF<<xn9;&IsF~0=AAKke9!R0gU_tK~9AC0_=ci(^V
z-M!MCBVX(logZ?02V+Syejq$`AS`Ns%b9QgwfTcvROmI&n?9LxGZRjL{uD^AJ_Rj1
ztEVr%(Z5`1{q_Qoag<8+Ca7&Pepc>9FWCb0pc4y#cW8CmJ0CfBfBD|-cbTxOXRkpI
zeh5U6z#oJI7$oxWn-sT@(?9bkMv+)?(<Eb1Q!-o1xBLyKp5E$I@kLLhwcy3TV~KB(
zXEwp{AdIjoOw+kh8B(I1fcHI#y5-i;G#-i?E7J4ljIa!-MgGUVdYTwV&y1ti<Swoy
zsN+e?6A4TUWx<@`w)%g#diTGi@BjZFghb6$&^8#NBqV9uULu=fh=+0t=FrTwRXdQF
zX7hkrsCh*4Kra*!YqFts(2i@<GPQDw#S5f4ENvT!DGBK+5f23_>ORl+_s8!a(51@-
z;rV<#?)Tg6dTr1!lZzBgO;Ga_LUA-XSWuKXE@>$o?#%`;KPuiV$laoJwA9|OZH0>6
zr<w51Y|>gcYSz^W#wAf4>z=m)Kd5|xbkdGA7hSew>R2_q!JPJkOr)`hAxHIG868Em
zBNJP4LTam`S?)4Mahh*gAGDk?Iv&TYn=c-!0Ae#i?gGok9!>Gl*ucCVV#j1zU=UoF
z8%>T-^9kP1A>kSyz+%Ab8ztA<tKI=STNb3SdX5?C-OO~cHHM#?@VLmzz6%dz$BY-C
z*1BG##+Mp8GkY0<SaVa=I4qn^>}^>&=v_=#0gII)1UozgEes1y^Yn`*LPaT-0ka#3
zpl(5WBB2AY92~k)FjqP%CqXjA6G50ND6psc0qRIGOyuVEJ?XX<R_-9JKbu6s>ue?E
znl;S2g60k(@tT)lnqc>VrrXqZW?X8p4~|++VV8^Yhm<%oL6@a)ruh^k%90u3B+Tu0
z+4?-muHc|tT_628Vxy2~k?@f(44^bcN-77r7~jR_=-1XSL8I|Ar4OJgw!@29;w*86
z={?h(*#W2k<4<x;Pk(053=L9Md{aHFU}#vI<I!4{T4J2BEhlzenfhSuhPR@d<asdh
z>h=EwS#ErQ`A+^J=a=gGpf@S?KbOR2-1HuU7Jf2?+5L6;5#@8*{_i85Vn@z9C7pF_
zxQ2&|u(f>b<FK8VfYb~lZE)D&0rLLs%&0&R-yw4_|F7x%9hXgYH{}lgK~|3((AJL|
zycT}=U<`IBviY=ZYZs~;KzyxNdw7+tSB&QgQ+E}-{r^LLUT1&vYEpXi%QMlcq5T)a
zcWG&_Pc>1fg7*)CHbvAwm4G`dkG$f#h1yCBsaFaRDYe|OQYjRfn6!(@kL8N;MUh$!
zZ9ukA@o8yu(D4`h7!{fC{+l?4MV#||e&Tf!GwNnjn|I8<9s5FV)oB-1zk}a;9r@zV
zgBugBSr3U5uFHzr9=yD^OY=BiI&Lx(L&HWKO*K3NupQH3<}YCz(OV4fC@t&uE;%@e
z@OlCs?A=Vsh!J?Z#d$`RL+n|{)RYW%kzvp$=1-(v?E{T;qyE-SX{suf58HEqi>R6G
z6DFM?PUrjYYvc(`hNacAhZ&X^$v#-kQaCei1&7uIl9@sr***N%F&1T6MEkHtL&Fs+
z0|K3kxF!)6NK-o-ilgZYfk1W4qRD%J-*StY2J0aYV3fo$Cad~iP)1hx*YPu`7jrSi
zg}|Nah`>ApdkqY7xx%$&&#7Fdh$1kp<TE2AJU$`U5e4Z{EZ4~EaG5UT&aScd-kia;
zInWauq8~TJo`r)PWisa+@rOU!UvBleICm%UlZb@Y3|?XfwtR~JDrE=FZ}nX8YS0T=
z;?J?@l1%m6(Z~CHY^|4f!$!o?!)LyHJeI%OaGq#|_#gaa)2G3oefIp=&w0@O*sJ@o
z4MsB4|9njX@ZV8!uaaE;lj>*cIuv;Brz;oRj$(U$ZG*h3Pcr<seu_`{7;#NDy`{2v
z8bW)W{HXj*#qKv=@pF-}=g%Dq_&PxL(GkB2hgiNMC2uslx;=j#%(c|*@whQ}&+z@N
z(aJAE|JX@~e)5RvceuIgs|crq0l&V8u%l5aviRb^zvu?N{It`*s$uZsO=V5J_4cu&
zZ`)m;(lXvfBBmXte!p?!+Rc(LwhDV}Z`6m+_$SPRd=au2ejozb4u<$&lm%a)ZVVse
zj+@s<XnL>^?zv&k-nTySE{g8|<-WuQdg2*AHR=&xA`#;y1SqE_?JlXwDk(2j=GVcA
z6=h#L!d6mLi%TDa)Lym}zUi(BLF&!<<h*KvQu@^r-vaZ*LC9VlOVg4Bozjy2V&f9j
zK`;|861Y6_a&@ayuuLndQQ(OvI;f<gK~rR|Cv-iIlttsc&7s7}u4pZ>(~xHeICGZ<
z>T_iAQmBElUiSp2awsh_vesw1b=2N#ku8rn+7#ouatep*8%N4@;gd5tQj1iXdr-GD
zF0PwtuR+mCvNT8~2vyI4ki`?!TV*l^um^?{wKVjGq(|c$?9H?bKNIK1;q^s33hhA(
z+k6xvSdcx&;dVwSvTKd=pcrutO2!G%p_J5~#JY#>e2Qe+flM5WLO_9M<;H^d<>vzD
z!LS7#uh2x)t*oy(D8mNmR=kMGCsz1C9Ya7Vd_l9v<;X?+fVib=0m{lDmqT4#W`I}#
zp-{#bltw7%DhGOiqgz^mT1hqLPx@kAys)0b5>k1Y-$a=l?!T{z3u`CW4oP4n5^g}z
zs0U5w7z&WJ9ej6-uJ@|0W7dJpg@S!3z<H|Kp^PQbVV$jYzj_bqful^YOyoF^cd!7h
zErYv-qSnm3LL1)NXt?&Jffn?z6~IqSFgB9hC%xubgCeXbrW~&ZRPXx1A#YMxU=F2>
zFRia0SLw=7KCG~1bWNyRJ|Y-dds>x^>s+o?=k>?|eIAIWvn`m*+i>W)n1WXph$;^|
z<mMYUuVVQ^4Q1(zsra%Uc?^LW4C}9v)#~HN9qN!k+eVX%0|C>#ltB^jcwhxUS?Quk
zigF&{P>mJTWNR&Up+yl2*T8&TWq*IpR6a(yT%(A7gU;-zty9o>h$vGRXSR)KZ0Q5u
zK2V!NAyuwW(jcHXro*_#<uPYXxyND?DCvO7Bsv9BA34{mVMZC1OH*K^mg5aXXxXr0
z3!KCyd22`zxn4}fMzc_)Nt;!Z!qH17iUch%uN7I0*z`d8a6_Mm^bLh{g*~kFlMatT
zBSJKIKGxOF1v>YoxH}`cNG9%5G2`O<?N`<Y0>YaaPw?v<4?`#bZHYG#?OGy7O2YsI
zIQ6y`nEEUtQGrm!GDx#*p=42Si}GZqP>`sY88_%l3K0|ph(m<<XhQFBZv0C$5XzPT
z8?b?Z;tZFPd6$wtRkcI_hI(cbyR>pMAD1JVWrE_1{{>;4%WxJgC~XKC=JEhYG=_w?
z9Ni%i;^gb805vv5#&33}iDwA}&5BOF)`7S*mg5fEGKF`}S8`q$<FdQ*$dgNi4!5-b
z!_9(JeL%Gv$gQ>vLZ--}<_@gU$cLM>Y4GXo8fL-9cffD0Zy^M0Q!fdD`o}+k(UH8n
zz#t$x?14jgh6$y0JvM0h?QPdDxsN`>e0SLLKmSC~YfkNP{Iv}A@391{pagrvTH|-{
z&^Nbo?c-=LZPB1o8#Y2D)I>ifx#7BObNNyWp9>HnejX?r>HOiZ{twzey7+E)((AF^
z_2+he+1!TJlagpVPV8)R`YP=Fp62U+@;x(^vcrrEpWhp4(AD1Dw0ZaAtBFZxLFdm$
zZo(sdD5)<;5B+#?VBg3uS4`#`Yp)wUTjf7i;mfP*aaUs#7bA8LZtF%5e!z=={Q6AF
zH$R&LuaA`P9(~*WRYL`pFk1O(!pM;whepoUy!DEwWyY;l?EydCWlyrcTh|qDt!xiv
z5PYIj1X0fBj`1OO3WC{^)9au>65RqF?0xgR{`}<6PqOdtO&ZZ&J=V~p<NF=@V#Fm1
z1>NCs4PUV<_9#AHSh_JnH1$ZJjAE5^wJk6bIi5D?7K(forpxXc$5at{O;dQxLgSDu
zt(TqU!oliSAZB+oZHY2pE)T?~)R)fZ^@Paz8pFvQh_tSh(y}Wh`gLpl66SWGbF)0o
z)B?vln=5f}lwuCL<vw^iiY5(tv22IO+!y7RK4!`>YZ-0sz)>`#rowqB13CjzQtH6n
z#$b}M24q?{W;es#+r3l+?v0D~xL&X)waX+Z;8O1|dp)o7xEM*&GMrar`b>CuiO?Z6
z7&}AM!R@esXr-kTLfO)>%7lv{T1Gt74K&>M0Ls^89|>a}dC)MN9-a=Ji|@^(Fw>6U
zPRGBF`6o!g_2s}cQ>-egP#1vJClgGd7A9bJGb(8U&uA944!W*zOgsnZa%p2Qo}_{%
zmm`kE+%|XV1-$jgpb+19cA764WS%LGnOrfECLCdv0xxZ&$@^-PgiGP#D*coSwXm#H
z?+GY><FgzZ$5YGtL5&LQ7(VlMY-|I<?hOA`Y@$;Gy;&5z?==OyelcP`kRyBI7<>5c
zq&)NVrN2Jke8vF|j(jvi`)7B|UtftLSHB}4j&(4+D=K+<qll62|NEHk>IwfJb${)C
z?GawEnvi?u1l(!0KH;0B3wPodZu)0T=2PBXq3z%NO<R@hXGj0H^%oOIPoJp1A){~3
z8FdV6NnoGH@92D%alQ81r#-RnXS91<XgD8u&myNWuow9t*U$avuRf2mllU_u_V%*u
zF5cPt;n}VJNo@!^AvY=Z9-ndpE8$P=dN-IkI?0_>g$$NnPx|BJ$)gW005qLnF1!<M
zu7kh5oU*O6+^xZvT{Y5hzU76~H)%i-mrAukDzFm5J6PU8XZ}!AIS{{(ix3n}fI^`s
zHf{&zL!k8G;z5;;--b4A%$63KeMk=kJU)JgTBV(c5L%7%w4s!;4>jTYp(21$f!Eql
z3eOdHvOBCR*|pT;($E&0GO$#Rw2%KMEg)MDF-z(UXu(_#8dJ9f$qPaFM36ehtv+D%
zOf^u~4M@djVNErXW+0C-!OHfQm2^vea<mIQif9h(twKVwNSj^T1<AqdDRn@Rvw0k<
zm;u@ynxYx}mYG=~l^sZla+u96+F}z$c{3?4&MlC+RDjt%!}Lw7#OtjSl)0QfTy8SS
zD<UXFP3@LVl}_Qs{iB$M%b}*`rAgg*^F|&Vq;Uu&2?}&Qc0~gric}Bbkcns-r!AP_
z75O<L&Uk7Rf&eW-4b0+t{1d5{be$1OQvW|e2$H888-xKsjzy)HgG_{RKLK5L44~g5
zhn9ykjBJKpM3)tn{pB2ixk3WGS86$IP`T8BT~^QLjW=ECD|;=s*hLwq!Oy@eO2Z^O
zZ+bfkDZv9vn8`3Yy7>XH_TVgsB+A|~Iec7+Wn*2{{ft9#48$ucob$D2@d{%v)wbn+
z)BveP!!C;`h+uiKa#_Vf!26J#N=|H~8phq64Qi#1$F)x@a2Yik2FT?^VTo17K3~Ac
zB61|*xg1Jr-b6u8@0Nwtl@L%AL!Vaaab7Sp<`d`Ln-%`DRD3taE10xm)Wl6O?2Fk(
z@cK%NS22q`!Ekko&s^^k6)~PcA;J)##1r;J>uBns-UelBBjw6SVA^$c(NPVO%0X@}
zX+08KNQir*a($`BEQpyI=x%;SG}m77C149>^KJG4M0^o#@|a8kT+aJ91ND?70a9LH
zs>r}*z?@Gg_ym?zwr(p6lk>JCmzp<HGT2N55d}cFt`G?iirs?9OFX=gFi_|E`*3li
zJY+yKT?C4o1?0N@#yqQLVeP&TKKcpHJF}XlXV`BPB#N4+0zl|!ux+TcBaoaMB^DS$
z0;p9+2l8S8E(g!_4hbkqQMxYj<xoC<F3hlTdxn4@Y>#zzHX&6ka!6w!-o`W7tI8J4
zHCjHwJ_ruEWpmW50Gzo_I-oR60Zy7MfN#T$j<D7(fz;UfHlh|x0rPr9rOOpA(0a<e
z_g@TXGUsgCk+u7EdYh(fTc=zwO`LF^at<HvDkBomJoJ_U3h)(&nP-$X2kp#Yg6V&+
zn16loSM!-uefM+)r%(Gu^fUOpe{LQ=Zx_zFJ;G|+g!*ac5->-><xC<X*7TAAQK-5m
zMB&K@z~xa-dwJaa;e3zI?9nzBbNJfP^lj4(qBelNbnS{XVSAvn+y2dNiI+m!-vRg~
z{mU=vKgivFVlyzBN)g9R3Fp3$ZVCAaab$C509pCT`%b!}5!WwX{f5FXkEQK6#5jeC
znZF6kI;)A^b};0>@ox?RRd#COXIpbl<IkQ*e0n4NpYg<g&K>s+{=@p+33nu;DtY-2
zKHi6`9?pU^E85U|XWDPfQsWjIOU~X}I_{U#jY#Me%UTEAd04meySYOxNR%e8Gmasb
z@CaC$1Mt^WeVg&#8y$6PobaF>>PD7(!c+Ce4!<1e%g=xILyJV0{#3sIe+EAO@k66a
z9-k!u2EJ3IfFH!~{LZS&J%E8#wFf(_Tpkww-M2+HzXMOqNHG$RbhD>`VK^9>0vW_Q
zQc{@iI!zv_uc*$s^e4vh<VK%@orXpYY3RNbu&)oLN$<#SgIlzMnI-GOoa2jsLH{X`
z<&SgMHby;nnDCAWW(E$wA`U_E^z7dTw8klRj5f+yXe>y)$mP5D*_KUf^Y{Ys17d#;
z^*+!Bn<<2AC4IrVu6$L0hda!NIbYh0mrI)lS^}VEGl0!(!NGgfCavRea(pM!ep|B&
zV*ojtSDLIaxU`xylN-DMOqkn25@TR8AXHt_8(Z8Qhn@B-48;}1siNp-L~WtoYh!7}
z+`G}zFn_D;I|NAwgyW6E!WXr-;@^nTks!$&T~d3=DS^<-)EB^!G9(h1FCoajjK}nf
zVw+43#5QT92jxL67^OTquXepoCvjHf!*n=zG~laNE7SZF#|8RA7#ywSEcL3z56675
zDW0B6Wm;Fs{h>yRGb@88v?5@Im?~{J8A+|N$v9ArLD%n;;F{t3)Qm_0>THXWP~031
zE67MO6yQC@<DNq*XC%;<`zOS<MY#c%O1fB1aZ2jxeATNlCNrA{v=+N^8MwQIPH(H;
zxq`9huGu_Oz7ZW$ADuTF&m&Nm6GMeh*=-qL{_nrve?Nu$aSNch>6|!bC+cjt{(03%
zt~31Yihb$$_oG=Ko$Y$FcYoF=oj2QBMXi2NKd0C#g}-xcjV!J9$K@fF!W`_wTKJt!
zB>W4?ydMN8gOowI+9N0w4-w%L7*~2R-_jg#prhyJPbVHA-6NyWUI&F)<Qtn0X#9_N
zUB0@F8+PH_YB!g1-@Eu~@Z296AOFzryOOm>(e`P>3+KN+k!;#I6b1sl4F!K2GjhJO
z<puQVFXzUJZf<`2DSi8u#H32FQ|6QH-TPh~ONz$6^cP(u%Y!!mZlUl_*3yqXJo({S
z<f*2ZH}(;mj%|Fx_?_0$dNrs0?VS$~?7#D6T)V-wtNH`BJH~0YsI_7%7MM(-D|3F5
zdqm`P|D%CeXC|BPUbo!on#sC)=RkjCk_dB@z14f~&6aDf+rC<Tuf87N%6}EG-!5vS
zsO6YDx;(&#PEZfl=l#+#`d}gIczS(H%cb27f74d4qnhuGUe#X}+!Up~!GOwN;Gm+Q
zqzVchz<x}pxGsbjf(H|M-Thph)=IL+77Pr&km9KKx7;_hFZJ1E>K6_a6jDCkGHaaa
zbc+ZmvXmW>%A#!>t;VwFiV@MQV}K7u>61*zBiAkFfsKudof!Z=q!4#E{P%Kaj@rg>
z?aj9<OSFIY-!JNB3fbLz;@Y<PdX_|7sG4SXpS4Sl*&Tbf-7#=`Y-=)B+yx$YUJ0pp
z2s1`WJ-<2kIVP{yBXnx(XHiF@FBltcD(VwU>;--$FVfmNcu!OC#_zrOU1RIP*H^!P
zlX&XPc-;Q3U$3mY`<}W-D>qce2GU}k!H4con$8_~bbW%BfBA6RvC5|*To4u&8&$Kv
z$pH~3;V$CzXrT(T=bcMQ!_|yc&a;%5l^fKPP|(Z6kMC7_Zi>X(Kc?d^w2No1liR-g
zwC&c&frp!do#f74k5m^&F2?-wc88q<=t5tc>cm1__KzbkIp>hR6*Y|?-D-n<jfnzU
zSev}$U6Zkn(B`Y+v_VCjjK0)UgLmz%D19P_3|p78aC(ZpJRIJ3Agf!~^y<OAvC30N
z5})r(x!iP~^Xho+&#pI*AJWkFsi$iD=W916<Z+$=nVQs6`u?ARahUr<ns_6pc_x?c
z2@fo)8;Po2XxEnZ40|VCDkKwd#YGVB=ei>gHZ=KUop~<43on+yL&K3a*8-D86E1W3
z&ze0@aYVu03GOQez;@XHK*^IM$D{FZO3k*x^|-RK=1H+K5+1sZzcxtd%oeWTyh4X1
z9bP$hbTz0vXr6`$zyZ;HLe>b&HqGix1GX=`KHKci(UW=Y5?PUTn?%>=EMh?rj&muJ
zciFv&D;@Q;#oRQ!C}$?U0*b2hxO!;<H?Rco+cV4$fD3McqSh8)2n*rXAoY+V=-R3x
z1%0Vel?5SM)|p#|3Qg#2V5R1Mce12aGG69K0R&I;r{_R(&iT4N1%Ko3;*5e)!U_wx
zwAI!Ku@VFsuSn6?gEYk1RPeu`XO}2IXSixQml-8lX&xa?k%_C;N%Z=l1#_P*SV6ex
zDwwlH3;>700Dzz=CaK)ri)Cs7x{|zdScj^R)T6LY#LPSt6hNIJICqPpQNu!c{s*qh
z7&gWfP<Q|sjO;=Z<ZryPscr5Zzz0)+);GHI(0W7ILI-gGuYAl=!?7uH?gZU8SmELU
z$}w_*%|w?R2@5aORpp?kqP1en1Wv_{aY~>9DAeYM5H+a}o9wKdDw>K}&L}g5+WUfP
zAn0Wqh(=g!q_}`5y^4o3F9sGn5^}_qJD?RoA;eiiZjLNM1GquvYusnlx+A!^#I9g6
z1&|f;C;L*weJPDFg=T4hT7%83Pc2S$Z6psL@kwfpiw^cF>(!@?!<+cE{|yo2(27zP
z5FIX##)U#lxqJE?m!wM|2W`_(rEHpdJ_>-$*GFq#FThUv)zm%FO$Opj+5)d<_&Aga
zDL1>%^hJ}J#{m+mkkEIEzAYwWI)IVtQF@sXF&}|xClqePRPGoD)+oa@P!oSLjEMky
zhE1mxBT-tBt5t#)47-``Drx3%sjqA1<rJGDJZB2uv>@0rY;?7<+dk`>m;j#q3t?rl
z9M@y0`ZQ2l&!DYts;CjMFga8xC~)sxx8-|!|6U60*0n8R|JSY7&Dw`6n(lKNk;;eF
z-Tl2NC4MeGgWFZ?@_yE0YE+#qts{^Kq?YZAHd@tVj3~G;19%9=7Qzj^)5RsXw)R5Y
z?8n`hv-Tunufk<P$O``f#uD=fOvF{jRQxd|*0LTsOKm4kMaMWLHlj17Iy@b=A_I^|
zdUycVd3~TBUj%+zs|jU0^GThGxj-D5LL>PP6}(WA)|5oR9W;E*cGeH<MPGuL`fOg)
zIo)7Y2fl!`u9Xn_Hqt6W&GoKqXZd*1Y>t-YPyADqH)*2OSSh7|<y4s`sTsE!Jsro>
zilb?p)>X-oEuFm8S^*0{LPlD&1-ed8&H{<w40y=lz*d&mhmX+gD!1U9J+AgGI`XL&
z>V5+m6*g1ZuA%7&cs+m6mW(UrZ(9S7Q^)3VHejp{$#8qP1?B~4a-x$i4Z_+{Ls2RD
zgrR!UD&&|Lk)vDkD&|56m22nM1C#S@Qb81=L})(((hAd|Ou21F8xNHIN|kYlBF<Vl
zE`tX$;X=RsFn{&;t%=`V*_Tr(@=y1OZ%e4{9?X0asJnn~o%48h`1l3y_5sMGy^l*k
zkwH}f!VRM8lUeE3!2xkOJKyO*PLD40$1&~mlbdTkV;%E5`mWqFlWBMFgQu<6zS$O?
z>T&te|MocLw23V5-?()B{MFnaZ=P+p#U>`{cvyx<C1hmE1KXxRoFy#N?F*VazkT!b
zS^JB8jp*v$*<X@=SJMN2aC1qLQa8J`Zr#~BKt0Iz{o|LL+rLWfXm}uS{qe%p1Y-EZ
zH;MP1aNAtYBj2`Ue%8|RKWnM*hnDZQtS!Y3{NxybFS+zC1YeOy^o<ZdYz#4XbA>&G
za1CtY!ihV7j`@#YyqSIBX>;q&6QNI<e~|8r1qN!wfW%Xx_R6;O&nadId3+{p-Ighc
z$qKs`uPYTB87a!t;1FOY6hVW|tWU~Hi{eaZdtk7sdI><u;#*qh^C7(ztRoen`EC?o
z3wd&fdmn>lG8!Ov)nU45MKWl3BFK!768AUV_VjKxu6RABF7Ty;b}n8(wT__&0F<2r
z0rtT5&_0LaEE}*d`4_aC)J2z)M8yS^jqiRaP9ryOBM}H#s}`uaq<A_<%|NR1tb}3|
zq{JfO)euTY+Pp}8#qniEK-fg7@H8Q1b1^+2?~%xWNKa(TjZO=p<U9kvvf$434J~(h
zoMVE83;@CyD5xzoZE>(}KGhzKq(pc(x;J=i&G$b&^7z)vJ&&GksjYXwe7_I8BZ9Cq
z2@7%KeER)+KmOXks|5SirA)f(pFQ=5;|6wQlHWBsVpoqPK(0}bM;xN7-+kJJai#ga
z`pM<5d*%I+{;}7u#}Y1#b>BMz)XDHCPQQ$-QoBSs7?|T__boFICs0mbR^EDeY{aAg
z%r`AZA1Tfg{!Vzk=i{sNRPM!H=U!JNK`O(pi##GS?|c;c)gj@51K)YvOFi`}lUw!~
zIU#n^F+BEl65;Bgi~Z@Y$`dcYr{$g5KC<v#;k8dc)tqfOd+KvX=YX^BJJO+z3=sb8
zN0ELz6YHL8g&iczAbh0;6mzVp2gLHhiM^};{=4zzUc&Gzj8eD0gax8M)mQ<GkTpu2
z&I3?%5eJ7FA$NgXQC46Oe@G5x(>2Z+9KOsOi=0&G`BUjJ9fPuLiUcTXVB@=;3(<`D
z3CEfMnhrml06Df9UJE3@7rOE+6C@ZKIh!^cH7M!t<LI;*ZK1%tLyuJT;Jor=tka?N
z$=Q5arZ9}Df=RaRj*g?Rha$p5Ot6a3h>c~WcU}v0i)JM0k}3!0Rh+%9T`RBiTEgXN
zvnaNdl1pzxy$EEez5<(7`Z)Y8+<o@94c(y4tV@ov4Bu<`7vz)Iy*_UrF`Q`|1`+y}
zNCN8|J<L|CUvSOoo2ME&G;+-f$?8cJIL|UI@J>^siZ2Oy5t|!DU$UT6Y|Sc2*V-OI
z^J7?+>WE1@Y-Al1=B=bCVb%!X4)&cxJ}EHAqIt$cuqF!xe(_6cO%9ceU;(2m9$$N5
z2EsC?rZNcL1#pO69FItX^>QtN95OH(87M95b$N`9oWrkp$qfLl?|!BabZ{<y43_7U
zRvA)L6Tn%LF>LifvNjY&;S7WTL<Af~V+hfEo11LTV(R@yvveZqJn*T`0CK5p%(M%`
zArwW1dlfqfq66~!y8;RhPeUt`qoxTZdVp4uOt0ZCxf9yGd|@Se&$JMn|2{zWfHp?K
zCy$K<ndit6(`h+KU0(kTuoW9pfh5F9^<c{*%AiJ(!d{YrSENLDT|lu|4+N{a1w|D;
z`BH6BW+OBP#+!urCIbQ9PDFf}gAs1F`Z}uGC)lYDJkb2cbV}xo8tt+o-*^FpmALh|
z<wy;Uf^1&)K0uQDmaZ)Ho<y$OYsWzPAwX$nk#fy7K+aL!l?D%iVFowWqU3V7qp=hd
zc^nK3ng*km$LG6-Ct?62UyamUBdr7FZ6Jc@KwPWD$fhZ&Go9`-y`X^H45XS<i84LQ
zMqay89N|W!{8m0m@hqzC=)@>->3n=#oP0hHQM^SH05uUG$YfqxpHdr(+G?h_cw8d%
zdK$2f!eP8S5l5s{xhSC=FNfwQJ%9q&_N#`|I6fVSH54Mv`bs#Wm`Nvslv*@EvQAFA
z0t9PHW@a7L(#62C4~=z-(x|v-qBbiqif@agTKF&^qpE|OwVG{orIsk^uyY~Jm7OV(
zzlco{>rf;Zyt}~a<C?+ra*mD{+Y{|mnioSY>Txe{MPvXG=o@3ylx#wQ54b!qR90(+
zPk`o&-Fqti0B|=HxUx6$Nr9C7W|Wwc7BUwpwM?X@0Y_;E!2R+sXd!_F2UvJUXXBjB
zLgKbtC3ne9T{56y1xv33<m!{dW5M#l7j$2&daP_my`$XRWt-aU78x?AwsTOzq?nHO
z0TMuD<Ah-D8#iL!Np;X`F^!s~RW4~P$RhV5NBic_=DPSMIk>SpQ<m|=E&)M}3wm$w
zW^hGZzJ3T8SV%?jErl|Pq15As0hk;C5vorMa_^lk@$;vC@yS0lWcuEK*YL*l(X{}#
zuF=Y)t2-<E7WTd#>HTy6=J>r=`TsNw9KUe3gtia%de2Y%FP~OO|Ee)b#N7otRVUYt
zU9>>WzWe2&*Y5ixRvS;ipV}u(<(~4&Xs&jPKWYbFl{kSG>=NLbl?`*~%BG#Z$G6z&
zE}T3UaZZN#a`&ARw{GRH<a?CmUJ^bh?`6jTbf{P4o2&WPzWs)}cjwXRKV5>RVh^0n
zZfI8F-FX#KQNbUl$`0@QhPvzc+?fxi>|zox{&*p!ocg}U(L0jc43w|kds6}@)AT@g
z-zWPHX<hMde;iJze&);kKVe=RVw8JqsC83HG52&(Kmn|?7-E>|Dm`&CCw#a!pEm};
zGYf|M9ju6$oC*?uvP52Es(X?<dEz(aVB1HE)wliu&sh;~9RnJAxlb>@mlAcgtIf@A
ziXVEoln8vqOVhj*8ANzp*sFM)z032#11To1j@VZ^ZdbbEEuM{-^hz=7dMH~Id{{2U
z+zgy?FB3Nxi}5ip$MOPwLs=-C)4nbnx4$cpt^giQHnuIxwdX<AhFmz>{vxyGailwU
z{RsgoFAv7nc1#w`fx_au@}|-N`<DqhXkLG~IF3S35z4nzr(-VlngC;=vFTPxZ$8<I
z16g&toaeQzqGVDd*4ZelG52YKVV9-JfUjqb1rO9z<V!kS)@$H^@`6j~<7iz6=aZA8
zgCMYsd}VORM1<TE<f4p==@>2;mynmn=`Ugf9a|_gtI`=@t!lM(sL6mLR*5oaCDpaX
zt+!^}jw7F-4Ijg4-B{)Ef{l8|2?{G9&0KHSpb2oHl-L^aE8d2FmmnFUNFi~Hlh@-Y
z49>9IMt|8z+7TVm&1EEa4O|hLeK))nB8vbJRD8LYs#k`onz<{J*;MZQ?k{ip9oq3a
zsj}72Y41+I#3XQR{cdK316JUc_TL+{S4Y47Zsn1@_3&40J80#fJ-o0pF1tRULH_!R
zy1OK3F!9mYAN)O;Z9De*#U_YOw>g0QVk5wQ5HJ=5n#I)&KNt4DIrZfaO5oA@p*h$W
zw{Sl{FMKuY;FZkZdJS2hp0RhNDs|i`TJ3N@+o3rq-$0I6%mgj{3%aQT{)yq-G2MVh
zuU3wK@1d}cTi2?<@}|0cdyWBeyiEQ5_W&nt55Qp!xs$!xvC(j6C-4I`|7Y#9?J=*c
z8eLpka!g)*YLPM1@#_9)>x-?&eSU0XKKWTjO8ogfg$R;ufq?ZO;l3C_j;=ji+5#8r
z3NTmHFDjzkXxIu#2Q(#8ZEb`VCo_s8U`KA+b+u$J7)*9PL2h_~y!Imb;n)mg?b4)R
z-=(#&3poeI5ZlgF#O?C2`=CHCIejnih~j^SOMnqmkkD5B_tv-Rv0ky~-yd^-)h7*1
zig4gKRzt-jde3jZ@R<E`^#11wV_#n>yz|M_dk#*q<<KoPgpN3m8*RIBLV+QpI$`)e
zbNKczrI9jwze9a&CSMBY+xZp^aB*bm7|i{Xrzb!CrTcT*gV)~dx`t2cZ$(I7;~XKj
zSUmWiurv@CdhhBNMg7DBr*(<OTbDQP{qU1IHpxR&)gT5R->z<M<+ZCl-n&t9q2f7)
zlJrk3{qSY#XK%SruY8mAQ37b+>jWC;g-@h709I3QVm%Cafo1wX=vZ9e@v79){$d0F
z_|`4-KuF1xvo)ZGU`NuX6z1d{CF}OcCi3MS=^xNy-5t|A2jjNya7()6{mf|}UJ{aU
z+k9`as{HQf8IHeRN7TQfesa^(aWm9!3NO!CJsRPfP}@OOzG4GquyOzQRu>a^Z@b3p
zPaR4R-@}Ax=`?jsXn;?MXL)9Kq~_tv8N=VdAOFGz<eD_^_CGuPVRyris)Wtgp(*WS
z?OJzg)~5d;V{?>2C;#?3$>=i(cfHuoAm6%kGfM4$i2vFb9KP=r91d6gu+MA6p>9Ji
zmjW=W;gmEKNJkNim=>U6#KiTHMIaaMnf+3?B874)G%lmq2=-Fc6OmNo;6m-vG{Yrd
zty7gQFYy&N6JI{%#&ncJ7A?Yg^9-QJ%Io6z<n*y9E0}VfdBFQfFUB^^c8PCayAOib
zi0o&UZxj2ESwV7Y&$sp@E`pH#I8z$N0WPacVfdMit4+ODH0C@I^_HRq$~4tKI1L#3
ze_w9*UY83knff>d8wE6Jy|V+#OrCx~@cJ&*)>Jc@v2j1*g<G7r7dsC%7!a(g(Hg1<
z;UX<}k~}~t)ur{j<UrTEF!!a(hqx8T7qJm?h0)MX0&ZY<h}JF5%@-6j>8=N|B`Pk+
z#?kX8A}503O?3{Ul#+$=7^ow<L=9Mz8hPAR8aa_`!Ff#=CFgQB3f;?>&`6osYva`*
zx<tA5pJM`M-9zv5jnMyN3o%Q&xq|$q5X%DpMeJ8*2s*h4?w#xc<*oI&gv}gt?<z8H
zV7lwqPd9P}0DGaL^qCi4j=KvR=WAsgrH`u=2$<V2_uc4Pi>?blgj#qok8L(!uUeo2
zQEFUVBhfQFm)_F1L|9i~PHX6)nEv}=95qfQYr2)&1{px>HS;j853E+$soD(O?&(8%
zo<(488k%*5En5bCqvmKb2~uoKVH+6$3@lw5vauNU$mSP0+=E%r0rOi?Fn)_Npdfs|
z8F<rVL@StYhnroy%kjz4M%T>#Z;Wg(U*<SQBN+$knTAf!X}g9@;R3Hevx<6KZ1S~f
z0v+Mh4)knlPT!~}PDr{7RXSU!>mBAsELn%%qKI2w^3I3?UPAGUgJkNGe#%i-?B+w*
zQN~BsUJk0gFX@-+VUV?W78jk}D<))L2}KdS7X{4^k#q6I<<MxDQ$na~A<-v)X&h56
zmDDpvqPQ(9iMVlxwMC{`T9gr(2Azsit0n-^C6{MEod=^{xeJ;mg&#3IXgF>4Db6-c
zxBz+F8W{*+Ipy#`o>|c<ke8M^40fYQaM0T699U<`v~$aLk=TN=13})An^nWpv1c7?
zuM9{`!af_1kK&2nd%(;lu6oXdMUtsTc2%%kf-#ouklVllv8P>%OqnmKd!j9evO;Qr
zO-PBtvp#Pw7!hA=?scwlMp_rT#h5i^ybK<S8S(}aU?uv27RrDm^kc(HJgZR|+ESeM
zEH(f?h_+NPU6#=sfZ-wEd{^}{M0m`M9quE4I}y!6a5nyKdC3omaW>Tm0HPh>%HlPu
z@qW=!>z5hfAGU<i#=*0<q8~0HT#9P!i%j17a`FTgZiWsyVk}~$F3ZQBg@_bzD=1BJ
zua#OG04nSr^szgOAJAo3p+$HuraOqx6%Z`450cq&CJX01w@l$cs+Vg5@LI<`=!)2A
z=++vP58+`+=iOL&UAjW(Mv*>qtN<I&<(8)bp*tKP(9<^N@sVCQWq?ma2+^W-{zXn-
z>X^s_X;L7f_&SeE#12vqzQn)|*1+z%KLlBcM&%4j*yY;71W&;QbHM`@`4rF0FovQI
zMbKg7?g%h{-aeHi9cQ<}$9EPhWaT+CkdQe#uLq<^>rgjOOy-Gwf=s+V-~qmfd&|`o
zD0S~^^%*fwS-tVS%j3gN327^h3YwL;w&VsKgq7RkGpl=s4Dh~Xo7Z~^Syr%FI3#=t
z!OI3+v|-`5YlOz4mQH7WVhu?UpC{=bFQ<_}m|<swf(936Lu0y&4afAVlG|ayu)%Rt
zAZ0+cIhhX29OnBHeWKPE1c-vfM(t1(QimHVaQ9je`jkG)yU}^Tr;GnUcXc)CEIobt
z&rKQkwAhc@YBrJmw)tnYDcaJn*tn7jFl8o7M<^5l!cVZA5C9%d$6FQgVy+Z;u4t0(
zoTKJNT|ag1H-BY9(&ePqGv}OE6R*7b8fUG2=kYE!spZAq!A<ng<Ra6VTmSni{d(l#
zSp4W0c(><!(t!}ev29P8yB;+pjn!ap-U%`^jK$tN^Zv8zttT_W9#xFxkP~U5Nazkf
z|F||9FcaIlEqzBKcgXVQw<`yAwfBspnSZ^lFolZFPaz_1oIk|hH(t;GIM_d3Zt#DT
zH<LSuuKwYNc%t>~#>*oPW1zJqyRdntA|Jt2DqLr91uX>&Qe=IRsNn7$FX{F6FsI8G
zD_?#_J(N(!5B!xrPZ%x0pLCt=DZg0hRgL)XagNQ?HJMVBzhU<NCOtNSdRm~dG0J4a
zP0P*$nBTf8@|&uBneH7bXJ%@i7?<ml)8D5MaOylT9cCX21f)-4v3TVHfDMcWBTO#&
z_z?Sh0D@SV6$xCm!n@bkmk%~w8WPS+?TKM4b~xdw<7scaKKpd%-V$s4p3I=;wjJek
z8hp(Ubasb4Hl^N<?(}8#(;Se|0rh&@;VAP2sVmNoJb3E+DC*bfU+!-jePZ|CneVQ3
zzfKT5Qdg1~z2#v)9FQjN0`EEVtM+YEpYlPL_3wjU?7{BZQ|Wu|zgHgwhxcFIw5N3-
z_UmmQZri&z>$>jg*q=5rr)sQiG-1c7?@v7X?gnGmmGFB<zkB$K_m`pUl|$_BduBpB
zVV^ICf6SZd|NGDv56k}g<Q&ixacaL%@#YwybK3p+N81LgA~3F@EmQv6KHna7^8GLW
z;_@+te?LDw+|&Kdp)=<UXLja9RX8<Vq?1-Tb|i(HxcQ-P5OLhub#<xEdD$ue$RjH<
zx%(sn1b(-;k|;2y<zeQ_{P3)<_|kDGi$w~<){HAy=)p#l=Z7-B&O5J0m|Z%P<LM4?
zm|G}~Iu^?N#DKJoOd0e_5xPME1z>m}F%*=K8gigsddpYkQXHkbnS)K|Gk}>AVCx;g
zvt9d>u|lZBY%rSR8wDgu0C2}@z3W}f`c$B+!wjlXCg}+;45QnM*eNpu)S2a0cYNu-
z+PXEIfK%Jig>SYo^D#@IesN8<K@7kIjR)Qn>_Cnt{6nD5sPM8CD(c{i4r@!jT&<gP
z77<=gpThbUdwOns_YQNuZt?%nsU@0+#VR3k(!6pz+$@}T%UOTO14t!Li$#e(fj&jt
z2kv}OrY?JaX;t_Kpod<+EhNc+Pimkq&dz?lgEw9{T&&g(VEIc@EFfiH@dIWp`2_D$
zqnE8n(R3vnz)9~Z5EN=@s&qw4_KMOWM2(-$11*~&*?l>X>TX~nx8AX48}by*fHX9X
z-V&J0f%VaOf@^z8<0b38Tgr)&zQ}n;fEmh}WjdD(Gztb4Y(u-SLq|f_3>gQ|0!u=1
zvkIp&`Zyz7fDyi5^c2gz)8!eZ`Pu7c8*LMC=B`^_s|qc$d98hD2$R#vA*71Pnz^8+
zYS<CJcXF~lM~bRxs&jVReb!^f?B-lr#9C>7KIjQY50z+g+zH`UP6)^(fR8&%DVC)%
zSJ`}4*nCtB-;6CSDg-tN`5@b%HhaapH`0DrE9wV|qGl4ikrwt0hU?1x+9(|D&=r!o
zO>#^tyZRXV=vO3QG^t#=s|*HWf*cAXO`#07Akqq@Qy=jyJgQvy)H|<-%yYXf3dr#R
zoPpGCTo}+9vU33sKvM&XoRQ%f`8F?)D|XS$)KEdhDviqzQOp)!Gs&{Y=Uj8}ER>1c
z4OJk=CF5{6Qlp>%mtMOJSQq<42TUZM*q6S9h;10+g-~dcu6bNW6vJTNUdSV>YO7r6
zfe``J=@fRk9S-U`9St24OuMhOdikhLgly2dRXRj#1~7+4MWaa+Tx;-&S{aWfRFI64
z@bvXy;ol*3?=3g->(kKd5%S@7n+r-2J^5Th?WkKq0e!xUSdkC)KGNH2M6I0`uV(iz
zYGPg*-i3d~GdA`2=aNQPy>$-w6(w_Pe52ZpZNG@!Qth;_2czn)m6K3p`_$B+VfzTG
z(OP@OR0EJ`2XTE5s748Hu2=+(T3>eDC==J0Eg9<Ooi!kZs14J%@eHm536J4W>N=Ff
z49X<-;HP$#D`JXW#y>Kc`@$9`y9=!{mGg?NZiK3t4+4T}?6%zuXX{x9QP~^c6yS@H
z{ZKatD-R}Xi=y;~V|LDN5k4-g5SjBF7E<?YZQ?=DI<ei1SrV1?0QBhG0BA*gNw=A@
z<+c%6zAh8J2tA8sesdh9d2-3!C%IH>U1!$W5#B*L;lsMV4QQQ5Yl{`QND^#BJ6MSo
z&1AdV<$2{-Kmo)Y6gZ>2_&S7uD-5B`!1`I?#kJ?>k+T3Mu2B=GVZ>=h%bglhrb6c^
zDc;HXByBX=KCN3T>@Eg+<t~#s57c9EO#?in$d!jQbx`76Stgl8CbkQop#KZn>gVhk
z5x^>$qCo~HSaM$X`+v3k_3m8Xnd2Mx9(mNnHe9=YB~HGj=eEl>>W^$L$o?<UuFnO|
zkGSi}4sPK~uLdPkP$s+8y~boPwYQ`X6&bcUziZ3*V{6H#2@#d{=F_A(LYtz*zwUhO
zPlauDtyg&?t>i|m{)Fhlk?-Da&RRXoVVr9UY)km)n-71Mi5agOO166a@gFN`%|9JW
z5Ts?@{cEh{^UvJh9DRHwqU_QM*V%jHZ$BbFix5LwA<$H6_{|+z6HV0bKHDlk-Mam_
zSLN>B_S<Xt#_c~i1VqHjw8hN5qwK}yYV+hnMfBOzlUGX5z8rn}2@pIv^-bo}hL7+l
zaAX2gz;io))EC?Gk<}s{LZne<8Kg-_R?w~mX7_ifw{OtZ_4TM58PKPnFxXcsao6eT
zC7;))KySQec>I4-z1YJwD`&!fIrruRXzM2Tksn6iU8}55_Sk#$t377|q1^J4mcu0l
zE>Cad64-gv8rU)0Pyw%VrjoD*a!YGB;lls75dv+h!}S*NTe@>;x}FzcUU#u5$Q%Hh
zb_5Q#-bt5To?tdqxyj(60ksw`4vcKH4)=si#OrcUIyX3q{961kXy+o{49jYSdb>kS
zmbz(5v;&f8;f(=&IzcKvlcZxcPrE2=@^e%H3pOs}!KY#-ONKZ5<U+xiUIzeNAVa}A
z^#6i>U9v1uEfjA+J43OWB{D;9QFdSav1b4uN@X?Mfd#-;0eCN<hu)ed2ThoAemNlv
z3=&%)9Y8%cUs(G5d~8G6-!iGHoU(Dywvd;8bJx3#U(cWYbPr?q^%mMDHmj|Q9a%Co
zkkr;%aqFx{+h*~tgV%pO`Ol>*tBA0B)lVJwI`iIr*cy|let4|m?A7wvm_$i?(C?Ys
zFN^Q_2d#b(@u=?W!m_cGBcRtgQO0tF*fC<y5x+PGgW=s<u-J04EpGpQ;%AIMKO)hO
zR_%M$HO6t|-BtTz*JJnjC$`0Ik6L&gYt)w(Z4^$4OMXlI>YuY;?0ee%-l_CgkFOq{
zJN*JX@G2wg_29NnM{w-v8_pp=-$B=rr?ULhcOE)-PM7{m)kxb`DDIm7m%G8Q;u9OL
z+9ky`WAD0YPMJraj~3g4mqD;E(#ix+{spP2fBZ2t`O)N+x4FL?r%I|8_`@GOU}Lw`
z(aa&}6;mgVV!qvv0xE*_ML(TxS<gBg{UBx|?L(Eha~Wkdd{r)NpUmS;<>FAnW8kQq
ziaX)PJ9hv&^|pUOtFp1~^)LSg#U45f=;f@!4WIh9daN3owX1LDh*kFv5d-(SshFZf
z(;%9nd?+Aw9=kF3%c_UR?}fYV{sM0aI_p+{1@q<Oa$mZ?6Th5I{ym85_}QLU{kdQL
zdd=<pWAEwOpAk{mm&^DP#%@PUWUmVK!n360#De7j_du$!b7H(_<nNKT6K@6gsK=|h
zyD>*1!*0;%o8o_fzpdE5W8dc2oBUwp8nQceK~NK3Ff=&GLrpb(m)AY^mFt0|V20Lh
z41e<1R@$DA@LPAt%Mp!8gtYm?GYn?O{u5c!NBiQlPJUZ|{Og0R+a4q$-l!p?dt(oH
zh+=<gzIe-yyRw#Pu~7p;RFTUotZd9$<Uvdd5Ij98I(y>0sQx0jJSoc22VW1ecrr1O
z*FLuHs=jvJ=^t&n3jKxqH#AxzJ<?UW{qNxBi~Cwy!IG9%1h7z#v}ecFOy*fySjf?D
z)6EClzP&2id$asU%LsVq_bE@?u<(zVp)pBah-={6J~bySpmjNhx<QSh*ax>I)2YBf
zwnxd>kn5x1T9@~t8JvpnZ*?gWNV@5P6mK*(RT-2M8)ew2Uy<m6n%VgN>3oWH*!#rg
z6fb@4P%1kI;ULQwk*TT$chYJk$uOW;Uv@6Ah*-rji<Y4*CcDT}xrEWAfs(`4JA9Ka
zM-#GrsrQ>&nO2ok{2K^}M;u3_&~$8A=D-Sk%0B$HvWyIA4-A)yCl`U^8OJ^dICr7f
z?{mC#5P<{9j#KR$z`@Hz!Lub*zTrJ}kPS#@rYzq#dbCrsvb#vn_leIGNE@wK4$;#u
za&U;olSP*-5&~G&0WLvqj^)9)vJ7}%@ce-kTCFuO4Wm&Y0lGh{y3Zxb$RhyYB~2M^
z{6RxBeQ255wFJ!+(X4u^QTaqnneh#Pv7y;|HV0jw>M-kI)y7Hs4EE&1u4wT}dC5$A
z^Trf8u{l3%g5)h4YMC1=z~xP_6lOTC3_(D@RqMmE|88$mH+5jMSC8aNk&Tm3o6+U~
zVRN3vvKB4s$z&2{VKrJlUp|`~P6Yx*EG<X)A%dk`w_r>6_vN_}2Q1W~7SdR>A}$-C
zwLfSOc)B^lalpLQu?CvO05D<JSys*rO6NT!>~>093$4*a+XitOo#f$o)4w27jdJqm
zK@&ewv}PrnSB!!<&B|h&bU3rxHaJ^S=h}s>&l3{TCH$}zfxhWHJQP8|7J05f?Hq8O
z3UfO^%#Ku9-JfBH8Nh0J$9VG)D}4cFo+xGxH7}dwxVH<v(^2M-5K4)jeI+nCsOh$-
z#O62~fVU=c8v`S_A+Sz$OHWfrBUwTi)EJPBrmmF6A?KNVcg&h}QV|7jC*+vBotPpf
z<8geRVX}`MH5GR)Mi&4rAPU62>)nWa^<A&L4)0$W$uwP|G6u>g={gbiBaygFVV42^
zKp;f9OL`-TEm=AmuwT4VyP&n&7iB|8-PX!@Fs{|uq=unwJirgtZ2Mh3QFf1Fni+FI
zd!qcQ-Sue`Dbw_Nl60(Sz75l@Ln`fEQrW=wMpykV8|pF=kOwf!!wf+2y(0dfp!Krw
zuyI5YuP^*#;E4QcE|3B27I$-o7({KV1He}e{AI=TATVgi5(1PbZH2SJBqHVttIG%|
z%a;sVL+Bn6gO2jfGIYkb6WD-8GAhbhUPJxuBDL26819y%MMKfJ9_X?byi#JR^HBTb
z1p>dO;v!FtBCV2#0P=o~z+WmCuO6~``o$@idS{CwfwEqTicRRO?r*AIE@>TX-bmd>
zM`z$$h<`RJXZoijK=CeltIadXl+5sCrU@XY+l5Be^7)!TU&aC#4rJcIOGE-b873uk
z7V1ioXb4i*H`+ZG^XFYS@c|d8j?z(+Fj&qyutxVYMre^pn{+_j#X*A{)q3hW*EWr{
zgmIeqrUzOFfHFYIH`Q7+;53B;T5r`nGr=ak(kgcVV>8d}37lEd70n3+*|K}hliFn!
ztDWfiA566vofU+4;P#mH^C&4aBbp+kk=o@-+YGF72P7HGQvFjp*$k?g+fw&Xxse>m
zrplX@&hwWYb?rnnA5@5$cO)ZC4}Efd2}@$ov`+xNX+D(QM(omM(AT4>*2$111%8M}
z>{0bG(pKa=8QTKU0m*)4UWj{(S3$UZ%Zzz~MV!V_91?4Xnr7C@u%WCR9C4d80Bc>C
zBK2xQn}(&|+APHBWT5EXG}G-s!*r?Vqg)H+lx!2wNEyBxkPqD`m<Yg51DA?&JJ)8N
zCRk00E{cw3tOeu-kq{{kv*CUK*VzNy0g8*t?lXG2g-Uwmb8ToPctB>*sKUZVCo6n{
zskd<UK@cQ2fHqkX1tjJ20>ii6wR&IqKMm18QM3@v<RqjEcuDW@ix?;eS;lQE7?qY0
ziQH8M44GDxj&6Ayq13*G@u?C6s^xE7-UFM<MvPVFXr4{Wd(e;#w~KEQXk0sGJmJb$
z&A9ZxkvXn`Q)4-IVCX|02~!?{@14cBw(a*V)y23;&2HiQR|+U48~XXG;+R5h8i1on
zjsu((2ab)7RS6SE{D%wo#QuEvGpF6Ey(j;;5_TgX=1Sru?a<@N*!tGB|AogUc6KDc
z{(SovtV6F4`d{lhyZc+=#I5%tcKat{@#<K_JlF*x+ZO9M^>p`NBah#FpZH$o_G5>V
z5?ikkt~td@8X82dNrP6?xwl<6v!+`H%%8P|z25s_-(upSo3SeT<*W2n$Rp_K`d!|z
z(QO|$oSF{-4;G$S|H-xL)XA~4|F5q%4@f%w-iALaBU<FzOgL^NBx##SqZlG;j$5W>
z%aqMbl$KhqS)#e%(xMG6s5ROkSZP^Jla{$mCRip?1f`WGB&MV-B5p~D;Bz<c`~KeN
z`+c6~Pyg}ebKmD&=iKK$=eqLhF>F(U<!A$tnE@=kL}P5CO|k{o1Tns!(Do^~DD&me
z$2DDv>O(J{@39Uh`2=7u?74b$`rK<$V4&AV-qqzi_lA*z>#awhzl5)>H8;6f;^=4>
zu*o1SB+%zTuXzvV=!*N_KJ5zkSbA;AIo{rkTEw#^15b^{yL}S^Qw$Hiz3Qjg?|p7$
zV6vdy76&fJeE<Ck_n~`%y`@ioH4MDI>O0hp)fYo91)t3d-Wa9nON?`S*83*;`MJt9
z!GFZoociT@Aj&y+bq@vl`-;xTW8GdWtPi}HIlE!Vqp;O$&z>C#wZH5Le_WgT&}{o{
zj9Gvoc-S-uncdRw9cp+Y3#Y4#=6Kq&TX8+)*H5E&Y#Oh=+19pW%dOXTR`x8$qElh*
zhO5Lc(yEJ_0;w366PTGr26=WU(YpwvNoN-@^sZwDObUt2o{Kd%GprPj1iw~#^pwsD
zs9A=2MAJ`!iOiVr4x<MRyd?861cU3Zj%`-zM#fJTS)O!G4{05Yx6rP0D@ylU-0H*7
zcSV!W`DiOJp!0VaiHafm<Ox_}L!zm?y-l3yNgZdybo62d^WKCvbg5YrNv*?;{@lKe
zkS=A(n_nrTb#yinGPDG;vR$Hlh2$W{n9QQ;ouq5i7!4Kq6X{t__(DVpLe!e+4HV>L
zDHc``Q&ob{UaDi5wuqQnOD`KrliD=%R&l5}C*ve{<e00FD6bp_15&-E?dYk=Ix$Xe
zW*5PCcPQ;s&I?AnD)?O{J|#g8zDXuYPN;)e;s_;~^x3db7SaG%IPL76sDlGWS~4f8
z7~!inA!Rd6^i?)~MV7ioiFqLSR59fyhJ9v+lM+R%4&H++k@pQdry=E|&C2#cJX2oD
zV<ywbB0IdKCyv-9VbTVRdUS(H+_CLdUbA`v1*VHJl2ky?do`A3Oum5aD44Dg>W4tu
zy?<$`13F4(;XK@yo#SIp95W;k^Ew0UmR>=dvT42X#2Cy_$}Zjg<ZbX)c|~zrWxgOG
zRnBP=^Y+Oyi&Ii3l><Z`gPk;-WaY3$t{Z`*8^D_eLiW`O#!}80*ICB1Ue~wvDCmRt
zjS$(^oaG+QFiQSxG4`}mNFxo8%LerMbzejRiE_4xZ{yJ;uRP^d&_M|)BBxta;427y
zmRwvtQJLkA%x5&jxkJ2EJyBbb)vR8deh`R}i5w|6mu*47x=E5n2E*woT?%Iqm8M+i
z#h^!mW&w1?%6ObY@B-D+uhS8q+fSMw1d6BG><0fy%cD#>YdBnr&dMGAB<?qo3G%pI
z<{Xn!STX_Cg~Jn>G@Q6@u-qQYZ=aO00drO3yhD)aEo)i=TDz1u4Qt*BGPV6A)7;kU
zpbAq?+eN4qPIhRN*F@S_h*5%nX}^(v0*!_DzyT&CxJh_l$C!(aPP=-RXKY<P+sT)N
z<f|i$Ig2fDtyz94YCQ`yHicZA2Kn~2^QJAhl8~Olc?aJJC9grC-6fF~Oq%!^fj79!
z{SY4Aco5_%A$6`}nG?o|BMF&e2GSi+0_34n+9kv3r40!1if3t9*o|#!Cf!O?<_n6`
z^zz6t?c?Frr+PqFy*8DvN$})4`zRzjF#TG|0z^`GNr_oh4Aq_xS|~eOnm=ow0qUle
z^qkarnP1FsTaul>ji)&mFbIzr>g!lf;7SsVJl)MOozVOxOPR60Yv+_pXinx+ClA%6
z#0o?y2{ev|+eFBveFsU(asS+AG{HW?C%}wSq#OrUX5M2e@v&|cFj|u_AomQ)Q_F3G
zgj^kcPbOk?9|Q#%h+fe5`$R@b6@6w$tW1c7+%aOgDPXH`v5<`4)O&A|&PO9f>Gbl_
z`(+(oIb_l)SVZ{(blt;$qcgQ&a8}}FJA|p|f}hUDL8CD-$py1Gw*fyGFK%)?B5(dy
z8oMrs5L(P-<hf~%Q0F^GTqYlMNh&}i;R2Ltls??tPL6V`urZQ$jY^$h<u+98ry}cW
zHK6i!@J&yn5}3*O!ck&J#0kHGdqq)nMM0}5SAX-}pj^_tuPk^XBvVb%MTKY7gSSGA
zv0GOkC@%7`;<oTqC$tlB2(7qp@1;isN;<=d4AYTxL%l33#i*W{JCilpb}&)mCMGq~
zhm%n4Vic%^Z@)+_BLB|WXX8o?ZyqFYZP0{Cq+BxG5IlS$A;~U-Cq_3|g^#B=`wI>l
zbOd?w=?4w^)Aj?7AiD7Nhzq_R&r#o{Lj|2KeYB{9K8BTd{R{7>{Q5q>0uw8dsgWXP
z`0a|55rdt^*==ea<P`dKAm`|8^R=eqN1HtU?niA1eRFnu9ee(h-?~Ov#^U80byh*J
z#NV$TUK!WWc5l^_9X%V)F8>APfN|XL$FVy`)wPH<O=f4~79AwK+~|x@;uS@T`Kh!3
ztL?E(hd%!3SzDD6>*!aTqkBFTy?kxMrS7UESXOn#%CPO;%__4|nu+R|@pIcf`*yF|
z67}8dPmW_0m$74Ovk#qmd8u?txN6C_rl)$<m&z{0!Z3+v_U`-e(@!CxJ@mHjGe1Xz
zGS;GwNB%ZmjFWl}#VNut+ODSqi=sa)iu!9&*6y&HD_ziL;-m54C#z4p1}?sI_2(Um
zuuO4!)WthhHi7<!u2z|;$#aWteV30pcW#l9zs}w*S*A-)z(49tO46M@K(`lMBBSJT
z8evEwnn0@3C8{jdDdmiErkU?N&;eX?q`vk>NBTq4?XF>cb1-(bNB-96h~W=gz4NWt
zuFn1L<z!1oMSI?CAERlXDp46|hsZAW??=h90eJ`*u8r!qZQ#9iayPEd{&H6h&(g8X
zZkdD)@;k;O`0wfdudFEX%+4NFDt}grbKGj0gU&eN+0o9Es0U*^<bUT}9^LiiTW4=p
z>Mw@&-X@jLhq~Z3ORjv_YKVhD0q=)?Ic0q{wGru+*bAyR-acoqMnFVS{Pm~`B7-#}
zJiq_JCdbop#?{~domX5OYW%pT%jr?jF-Kii=<yeN7a9lsY%JzJ4maIDOA4>=-WAmo
z%u`rxHQKTLs>7zUMg@H6dQY@-Rgbr~nU3SOlW~s6-|XFdxH_}3b_O3@Qey%SJDX)0
zgIpB)+|!?754xO#HherPCrn@8wE5Oa!pAdCWf#n9YHPEcV1Ob-Kbd>}Qs}+(Yb(9h
z?78~#LJ$}C(#zq8bvpCGe`OYDp4$?*?UTbpw<(>6%?eH)T(i~Ks2O4W`i`TwI{g}F
z=l9ogEMv{i9EvEp+;=FzFktSuWaoIZ&y9!^Cr~R4E&^4Oo0^|3%hkEWY>BTic*S`0
z2}QY%hJ&7Vz@PGZRg@N2as0~AZ-1=b*3dL?L>(Jw8N1>z=Dm15RF*?^4#<L)>`!@^
zOoE0he^_?sJBCic#RK8b9o&9@?SJb2@wRHa9jKg!!Ng{oS;NtSqy?zrQ$f$I^Vj|u
zwz=o$xsLFCgE-7PP*96m?%*G|kL-^zOL@6z{8nSXcSY2^h7xo<sP=g5TElNfvqHVf
z%a*U;I(hpf-VDn@9~M)<$kG6kX1j8>Mf~7qTayM*OaK3sFUEDosg-NC-$Ptvone%n
zwH=IZ(3#(q_@j4FT+PZq8D_!y9&LwbzYn}RR%`55cI}RA<4P1meU82ibT2MCXO?B8
zs}5J+nHx<FJG*l#7sWbrkiT(BA=l;GRa>BpO&@oUd6rH3GH|x>n7IAexDle#G6q6^
zY*r28$8E`#QQzW!+Vj)TQ_>q5k50e%`}I}~#9U$L?P+?V8pglxQ`%97LYM?#6T(w1
z=}KZ2B?i}FA8f#fbyY}l1RldSPH&u4UqUUiGr*P8h0`6HC8QVU8+<P;TeSE72j=;H
zALAbnIbC@lit-XEc0nsVv$hwW%wHZMt#Jqq{CTdV;p!@w+0qh&Q2##qOffCb%s}|V
zslxh?8GF7h`?xao<Y~*$AcSA&4)_Oe@UAYXx{5XLeE2Hv&tGqh^*VV6ayLB*a6EXy
z!RAuLkSEE}i`;Q?#om6#)N*>E#@$0_j>LLq!rixP?@!U6cCUI|_TFB)vu5qt-43xE
z*M>6lXJku{1#I)t-ClidjdQZ47c*5q*qsX)Eg^&91LH6MPJ5{L{0Bqpwf0*Ep&O^S
zt!UcgWU$g{sgAY3W2|4z?%u#Tto%jMv*%Z8M!wrptNpg9x+WUu=-so(i(X_E;J5sf
z8uHkFl`Jr1w+#~`Er(5<sqha0`8W%~NXDpbnU|G=N9Jg{S`;ofZEkNT5ObWdq)Wo-
z2ElA)M>i8ZXPARAWBpN&9+Xu=N)|B5L@*-j!I!tv4F`GQl}+WKF&hiae-}3yGlnRa
zn|O-eW0S~~8og#D>D~~v-9|MP5ddAvafPEn8HY>s%2%^w_@agds1Qq24>uIYo95Q#
zqbmAh8;m-MdF~Fr=p-=9Bm_#Q(RMCxBK1;`0)A!VSlTdAIXF2)Np074Cejdv9U&|m
zeU$J1AT|!3I*u0u)+97in_wUo9y}6Zr5e+b3f)cdW5Fouw23}~9&8{@7j{$ogy4cJ
zS}e)4tjNWVyXH?0q2rcbie@VWCa4nsqPl50mkQU`s&hSf^{`;r10*v@Zk_K|IIYsL
z3yRDte9)kcRODi@i72ohj;MfCc_?b-J#{jF5GNg=a?y$rY@PMR6!*MrWq~?%vQfOG
zd26F<7h}jhqY$(pe7mxpVOrOZF!M>)`eY?zL6CzJoSiU5rgD;Ol!M3$3VHvcP8d>o
zNf(<cF)uGhC%BYDkuf1ra?6Pt$f~0wzL}WPE({o;_<9X?mFHzaSsv4-`D$iJlTK+v
zyd5=<KP|V-xN-ti&fA&3np=3w3h6XxAc75N_K9etm=RLbo6J*5^on*^rKpk<dc=T`
zS8AU)nj(%*?UYUMM(f+P3Nx&(@2hg4s!_+a$2A67eXihZ(uT8SK>|eQ>ujlMv$<XH
z=QqW65y`?HQz<65U@p?_O-kN`zI!CT4yC6{6;Q4Qsc9U$$oL+GvT#{r@MLQ#TS!Cq
zUCBC#NG6Ta6zr#d{Yw$Ka9oSHSt{_N7c$!c)hITFX)tCKDd1ao%@1eMMf)1><4i4e
z8bewf-<X87n6r5O&f!x6f9I5xiV9+fAyVjyFC2JQzi5krTV>nRASyYg*vaU%$biy`
ziXBgc6s=6ZW*fV493yYSC}{{t-54r5FvUK~&Yn^70Ls=0v=v8!1eH4B3XAL<96~!2
zoR0uas{~JGhbf#08hUKs<`cv~L@Zg?-b+Z#ZS!lM?)x&FgpGp0Ow-2nNGYBv%dEEW
z=xIV!@U>~<_)+UCF+NLP9!V?8d>~ag`S&MRya7FAQZ7$Sv~3-NeY+C#xpD+&8+#?j
z4`^qW7`gK*1r$R|Bx5)eDVd#C;=q_>6w`Cs-8*A~7(|JPAx12jWYWPCH5yr{$+j%^
zP4J0CDWz8UMzlg}pLyRXy_2w2KV6{5DRG^`Sl^<uV01*~D3&Bx!ucowN?{N&-!4fy
zJ)WRX9C78(mcsXwain=_Czb;<D7bCPQS(|V`1%P1;&3X=V!}NuQW&H(aSdgssJ+|@
zd2+p^N<l>7atys)G@?%w`dH6GX%j{x2Mu`n`4$DDQFIG~d&DPWUT!gswDiI$mIo%<
zyN?`%%DW_E6m_l}7W8^IPKq<7LwMOBOK$*HjD`sjh2qclA^T+TR4135L~CAd@j-+z
zyc+4a6;s~FV;Y*X({02SL_ffUuL1p5ldVi!;zTl?+DTp=5e{!7S`6}Hf?=azsuX27
z5Ck+;Kw~sE#-ej7xnKW2K|iF4BW|s*$U&r3igfyHlhCk;3QfidS>B+M-qnX-cyznC
zjiI^#k-|i9S_hC)vGfw9PNn=h5y2XP%Cl`ey0OT@r73iT^&mU$bFQ)rRz7IiIcSTs
z$>=h-{A?2tdQrd!FG(a$bE&c~!9b66w^UN}Sd^kpxFU3+D@zGt%`h5gV1g^PAqleZ
zSPQ{05(z*mAuTACK9txu1QkI(4_jl!D&7%XKQ=vcOD?Pv1|^%;S9Xj($`l`9C(tSi
zU)i|li-431kit#ncVfjIG5BnHt@?9byBtg_$yKHg3VWRW!bkDuZ2|J~AyYz!%!^qm
z)DBT>da!Xzs}`U~x}G+}_TQpK`_rjogqc{Q4UPTLi}(DsW=-R%`{#zv)j(x64x}Fg
zu@U*$mJXpf_H6I*>d>dRuKfJd^E)P?;x)pbQ@b3zAz0*xt;?63BzW&AU-L3;ZNY_k
z-@)m)9ogO2?%4nIvX1uT-EQ*EQ0Iuh>tEivx}>novrzAH^p1P(Yya#=Zk9*?;9&av
zPIW7iciGWO`;AB0o4}Io(AqV@-<Gbp&c55zzf)d=b9Q_kwRz+EhxKdg$hYA}1jdK;
z<;PG*uXgNz?RS0Ex--8JGmbVsrBMS7KOS>H)f`(DGI=#{`M%~QjTG;f?5#VVtoZXJ
zDy}zq_m1y9H~$dE-+eh`cGvL(o30ei97f&9o9WuNVg;LJ`oU&DL6tUt@74S6vxVCa
z{IbpYU~mA|IV5#Fc*OT$ijKJLv%pip#hN5Uwg|f1_HKVSd#J+ou$fs+*>O=Q?wh|a
zcYRzJ3KO_hYzuIj@?W!&|1Qlu#?GLy!;7J7I1u4`-+)&-YinDu5}jfplEmo<X&x%H
zy#WOX(3{)vRAvw^8_R(@DnyKalvgPmV?BkKXe^<*FKHA6kE9C>381wV94!*i$JyzN
zks^3gdF4eX7i_Dqvx}nGp9x`A#!7mcUtdBh5V~l!@OaiVI#*nS?3;y0cd!OJtU6^C
zO4KlBzdpK45}ym{!n$m@!r)hhn)Z27;+Rj+1f^ZlA(vWAYcV?3Zv*k!eZl}PJlYvf
z7qL0UWAJbbT$W1_RP;FZO>Aqt8((bQWRlLF|157O;L4#iMLm2!Os3xN5?YX*J)5QP
zp{9u5GL?yD<W|!mcYjmcM+qsv>L~gVKA<+t`b@Wwn6{ybS>!dhEu;b_7_G=Ixa%oF
z3fOO3D<|t<r6za=8_>T~V3pIVfb98J1F>}>X)3bC-9xP?7fM;LFT3Wd9Q>DX@ukD*
z6d9FmBcr-tyebP{jr$Gw_L*ZwFa_<FDWGce>lC#e7Lu@YSe#fdjfrpLrd>v_2#i4R
zZH%beX=oVKD@x_<MHzz`LVZJlFxZPP($`KG>tt76PEybXLzIaSiIpiQKbMY_M99sv
zL4AQr53m)CrHvd(OXcf&3i}EN+y$nrS7t_Uf<4EKjN|L<FtdGWg;2WY5@bNI36IIo
zZwII{J=(&+)nNfY9$hKH=NF}$EAqy|In!V=zpfKj?Bk;_*M%u_afK%4ma*9V$>3p(
zpg;-uZvtIx{n=`BPOE_36`9-B?-xCPTioeO@#Q9@65HjaHpEDB8TbeS3G@IEY*XcS
z#sd+&MOzHHxzZF5S95}r7>+5_lbWk^8pX3xyChuQ38GBTLtSDVD~rW3AlXJG-?~~}
zIh8CC$dGv;kAbIl5&7J_Qb?xLVxLi^P9|oInj*)%2yz??DVmM&DKSFi=Ih12Aj$;E
zzCm>3w&Bj6iY_@ck`h`L-#BbtUr=3eQGW_n&`dD_YMLCTb(>1wf+?Yq<J19t9s7y1
z^mcS~wgM9qFw1rhc20U7NF0U*hd206TH4y<(A+dnQQUyNGu~E`mS9dqGD;Ao_Gw6F
ze0kw3cX$^)zn~~Ow<vZ#_RIXdT*4agOI4_>#!_~nRT>Ym@nh3^T%9ffQg?o4w>{0s
zhBulIAVm4xcH!hmI2RS9J+!SaT=RO?M*4_!`@W?)-Kr#$E2K{7yG(Lv?!0NPBx52G
zi*AO0B!&w{fwT>}#S%0YTc(&KwOEQ8lfifr%T67xC~6T;YZoAQ^xS84;b)sk&}t;g
zxojYuwCK_tiRko;2lXf)+tl&&BFnfW(^4~+L9T5zUy+qT4-Pp3&nN>_`l*)SMSm76
zXBye5lk@w^S)U2Hg`<l5WsSD6)x+lF$pxCmPAff+bRU^8Twa9CwoE9>?+}f)`euL#
zs+Waew|0$DwG=IdQ3u8tCWywD5y7AHMcR`VYQ!J1cury))&rJ2mdLU}e1?teAO^)_
zfrrV$6C%aVq}xR)JX+U8&FZc(7gRXKbBxSTD%YiQXG=*<yl8qx;rwbIYr-dUn{{D_
zq75?vsF2*OFT!K%`?TJe!Gs#ytEKd;G)jc&{MONW`F)8YY1)(=!$jtpp+psf0|$@j
ze@3$Fi-fe*=X}PE%P~XvW+hG>gE$cA+8++L2c<Sjg_vuB&UFf)`}35ex}M{i(|s7P
zSqrVIoy?eI+ARAh&X7^{_|W~L7tP{h4(jrG(S*ueKRsC_T^!HRY$Tcwi&}ZcmJvGT
zsAM;IRK6tm_2ra}%|$IZjk-cXX88csL#%nTyr5_xfv9qWnJ-Gh?vtWbR4M5$zt6l`
zl20_oK%mVXVZkkhG46}|^?BjY5+&NsLmaYb`>%LOww;Ul7|<fuZft@|P(00Ns2vs&
zNx;MJ6Wk`!ja5Y3x1c&o*zX)MTM9~%)jmo!XvYg0^ZQU@K<H8u3U1pFI5V>?SF2{;
z$5kF{h(1v>as1lVZd^|IhzYUg&?ktS=(Sv*>(-aadOhX$zJ3ykeY*gqlB3lnI%WxJ
z4tt23e)=(~#<*w0iyf<K9h`K#z4UHevD{KttG6h&qsG&!I>?GvyWTwb_f@M;t|9n^
z*6!T*`_hO7=nulBH7mz0la#;snq2PI4gR6=m+NDSGiSa(=@Ot5`*yQCL-YF{?iQtm
zPtMsDe)K1lmrIuwpP~L8b$z&cTQleN2G0ekpSsj@D~5J)w~?-YKvL2KYK6oZWxet3
zm~B)M4_QOuy&tGK_UQOI=7HH4-NSJ;{$V>7AodE+IJ-p$R;<A6^PC*f!B!h?ML{}P
zdkCW1L#8d+m9s9O4{V@+$%{M2n2kSdzJKU@7Ju*TGy6@47kRO3mM8q!M0vJ4?Bln4
z!anZ!>(<4no~NOw2K{Rj9anuw_c!o&+z9{hAx!gw>x{k*V$?=+d-Tjtmy5e^^do<~
zU%#A+{o{in%G9@iSQ!oT`?G=ZaRa5=_D2)aj+XRrtfF<lD_UY9=}a?l_wlKKb9z`z
zYf&8m{R!Ub*!w+u)h#i*Z|To_qec#X>wA`N`z;A;abUMm4VhS;34k+(l0dMjc;9$j
zwZyUL&pUzRA%BT|-p#w6eehe{@x#_$Sr@C>H%>j*iFLpbE_^7ijk@?iQ0|6e=9Bj^
zRD1?b{(#WI6zDYiCbe;a{xRVVB}5i7%5a7S2bm?3>O8nk$f+8O$y}5$W3m}&Bw3g~
z(EjX=2w-yaZGy#y9qKN7tkufB3?RDzJU3R+8CUi9l_Bi;bIHG|j{B}VN_*%1$Fadr
zXP(dH3O}v9N;(|sZMmfSg2SRkTULY>parZBfthE1M=A~nF_$R!48zY!9<<K;Plvsa
zczRwq8GWs7%Y2RSMU8^G_?Z9x2T@njp5CawaJ*sx@~!#({lJXmr_1WNTZ2Z+DTm$O
zx~}iB{`vL@;Hlk7f4;47XiXJRCQXthUJL8S$r@wtTTDA!)ouL-hj^=7e%WAlaDVy5
z1haBDYJVP-C4=F23a^QO*FDd^y6Dn3PS+gwHXYAjT^9b<Y%5;kY`@v3%uaXX<s$~j
z(<}3Xw(2eQf$7()%5klg`TCwF=>a%KE?mxab~=d9HE%=Bc0}S^ZPracDvb7_mB!L4
z*z=tqO!SBRUB+hdQjd_u^JUZi#v0%L1waK<EB6jkJ!uua!|rQfDpUPvH*aanPJcRE
zHFrBv8}dYZh^ArviAY1pF=lC%vfMd;-fgrA8kuttlPrlv&59EX*D0p9J+YBA_702Z
zENkywN;|4f%b49OyL2AM3i~()x=zdGJ|QXnlHh>=&}5XLSgH6lySKYodyDm_gjPCD
zJI`K#BCjuo6=hWA1CcG9X+8NyPtCfI^}R(qe4g%D+O)mk5qx&9zs1KW0dKPE2FlFr
z$DhDA_$ED$rO7%ApQm*#K!fogo609>C56$*1?XA)%`5z8b0-Fwx=Wh$^x%yyd}<kW
zPQC8EKW%r&&Nwn(#d#940Ns8W?OoE?U47NjyL;)$>YSy3U$-v&Ltr*+RWmv9Vd;(a
z%AqnEF{tp`oXhil4x}Bc4MY1+<ZsI}8+LPB6{GvJX<}3*TF}_%a-F^I(__Oc0l!%P
z7+lI(FRdZ(*id;S+hLK{_69?e{|C?a20_vV=xOXB`=iNM2NJK0i#;d(I3I1hGBae{
zOWMq?3}LZUq)o|-j45I{e0aiBkzG|+LGko>w;X7GO~7r2yaW_s$|-j%C0Pi1ulXRS
z^A~>4D?P8e_H1wT)8m~N&OCGo>FIv|ThHVD7gq!t9Lf(|LRxX;Lig$8Jr3Wr+~)8@
z)+a7N7o~eM!(6u_XevVI>%5|#qMp`EoZeToz>RZ{j{k3mzT|ecNyxsUuCCe1T=NHN
z-w6NQu_M9BSnI3;(CB*By&IIfw*J+I<Y~k2EFB~M5j8)U+X&kS`V9-C79d4qZ(n((
zZEaDLcACDV(Vh5+sLA+!rkeccmFupyvU%yq6~Gkrp`9Ly=YWSu`e%slsVJ_On|X@6
zkmb2{l;93o`;gZC>IfjO_~6p})SzgdcWBMv=cb5EmdBg7A?rCx@!>JHCh3mpG<*RH
zXyXO}?WTdP(vM@Dn&p}Uq}|OR2^m>{ejsZ_J53dIU(F?yg&-@@-iME80pUMAMGmT{
zehiYx{D-twwIg}x1?b1dHYHF-Nxo>_NS>)IoU{pns~kqo(Ps7>R%kEXF_;CV;zV_)
zzfk=(Glpid9iREdhI(jclwRBC2O6v;lXl9eoBZH6<$PI^FYVL!9~HK9k%!hY(BwIx
zzJYy0<T(0N>b57=9R6QzpxwOJbql+ZY@~f>=Wb*D)>_;4crMiT<+c}p6isEuPj6d*
z#y(MIO_C=JySVtVw9JDBunPkb3i9vax>yf{Vla_LD`7>4XfMTP*lMtc){gR<f{C7b
z4IRKaSW$BA<~#GIQolne$lhh%B>|%<BAosouP^&_aCn~m$NcjJNKM+cYdQ~R728V9
z(kESZeG_4xEs2F$cnktzO9JzsRig6AGVxvw=R!YSv;bL(n&GC{)IqS7MOyVQ>CVZ|
z=1$Y_pX0O>i6?_4Uo!v#5*BZpT2xojp&7#6FM3Ip(95%YMm;<s3o$)g8<=`A`R!l#
zEQjZ;YqO9}e%fFQ0#juv`k!+F^CRzxTOk_x!MqYG#)g}H1z(`STsOTwRcVC~+l=P3
zfI_>S$9*H;#J=PbOy1BJC|u$GOg#U`;m`m4!-K$6TBVI%%*Z%nfNy5BPnL(@j4nX9
z{@-Xqab>G^&(|yf7Lvs3(WeBzUVyxCgCRN|;SF*yBReyOm;Pe{ehW}WBZn7Yt15hs
zYg&L72bfBa(el51DOvr;;d$EhAGK<R+dNsAHs(Y9szoE{+He9~1PWq*Q3uuRMuVIS
zOl}EnO=~`|=Br<hAeM&zg8ZwQUJFonvNO@j7?x-3=yow^0V<762iDG%{|G#%K#a)2
z^$FodQ-y%Z<$%V)_~U=zPn{vsSsxUM!#UFC;*g3$J2QV`{8;8RxypRxAc6A*RcOE!
z<zR?j_}s0_0(2(d8-~|SvX-f^|NM-M7V=!=hqYkyPI87IH_=xY@|RR#g7Kz#_D-%Q
z=^1;*E@j*<HclkaO)ZC=(BTgkAZ=hvb>tT><$&K^{n`gEBO6IMeeL>ABFEHAcwpNT
z9{t3vezfnT)_1L|ic|jYsQ)4xybPwmo0a*wibj2}LY<)`2EikIMu;20{XeVJNYDNK
zSu>M-5!-ArPfRHs37){;|HncI3y^*P9ImYZoL&5UWl^dcG4U0PgWK-Ml{U01k$oAL
zvP^S{Hr?R~_RbMj?WkEd^l$T1SI&cX@n?r`(n!{|NucWgk=RLItM`Z%ZLNyGS>N(K
zacjgu+NVl<BaK7($`ZQ!;hN8C11EIstiTIZF7Z8>lm|{RBi~NPp2{f#o1*I$dsE;$
zN8B2#a2bp3^S2KkJ*f?Js}5rAIs8VSHY0rQqXZF?|G>J_NFyu!3gGOE!O0B9QN~U0
z5Y~K11ha)kMbS!jG>}@f2iLw8R^25ufL?-8;HAN%VD?Y;9-qq`clQUlW~-U)S0}OG
zC0~^2Sj-bT49ra^y#KTT{{IBKI!})@U8gi-z4`%kr%!@msZzV!3D-6{=3^yVrc^nO
z<niA&wn1h|mp+*|=pC?V+K-aiKJI9Fdj(f=@!P5&uKB-q>~4Bmt#n>uG+o;GdN7eR
zY(uiWWxD{K2l1`AaqYH<#qq(&jkT~%lRVCn506YDwSNw$+W633NQy(Exu`*;Q({{L
zphp~-wrU!&htDhy69Ut9?tMMauj(k^wT7QcjTdZQfT}hK!xx}m_PpWqyQ<h=WS;+K
z00&M{08I0ORugiqmn@ShNAiuwv`<wp&MGk$lC;!H%?m&}ZE!XlXTdd9MS!?Kx?Q+#
z?^LW{BUzR6vIN{R#9?!|7V{}&DS>IwNibg1@*8Ic9u|-6?&arq(8}Yp+XnmqDITck
zL~2$TE8l;(BT~7MR2Mg@$qgRI4$wO&0Xa#Hoj?WzG-(Hj5V_7SwpTm-vfPbi0fp<x
zQ}Kdb_^M+!TcZz;$;I;>vdl^_hD9sQ-0!C?59@`DH9y3&yV8rk2qBC<Gx=rMR@*9?
z3$#`Ayg1CBI+8Z+b9$B*mHy%JtQn4}Ed{+5$z6k!Xv@g9r%BeGUTi30^0>{OB$MLc
z?3Z_AHQ%+_J_hxhjOjiuOYd>!{@JHtJ$1IKvuyyk-ysXsF*^3)r&D-fG6b(JIjx@g
z6gE1~WX(TYu3`7vZn&iueMY1OXLe#qof3VFCjr%w$}8y9a9$q=AeOm51pMS4EI5V3
zqd8=y=O9<19pdmgIGrz>d6}kq*_J|{e`qRhiXKa$(rI(k<o7FSoRA%V(fEAD6EoXa
znhVp{*Xd1}&U4#wa<@)`i(ZSAAfg0&Ty)KKPLDm#+B3b3tjd0QT0FNV-5g|aM~(Z0
zh_s2KHLBkL@)|YZiSG};>4f@EbNfaca&r{Gmp+Zqy0?Ii7uNNk!H+DJp2v`Ht2d7B
z+$#>ZcVB?eoNO7BrRT=0oa}2?M;Mw=Qu;puRGIHEBUf$cb|%lfY}3eoG+=ipjqEep
zleAP(b%za}7cbwLjof!ne<)3p#rwDOj|)zk)w7RS!l%bT#h3*DcDr;calcVy9T1BW
zExV#}9a+u;24$cCXT#6Ik<m&)@j<WlLHDK+Or+<>y@c-G2a;isQK{*sP12+Xt-#8A
zE5P3yHFL*rBx!>~GNX#MBDrzp?zGA)$YQ@FqC9Vs9Q#)Rx#s%KzgFB|77`!u(=TDA
z-y~|z95pw(D=D85LuXB@%GND^&)R&5H+MMx{NAnW1>gMOdHn}|lVl6|VdxU4ZENyO
z1n{3QwT-Z~@1DEdqsGO$h>dby{B>i^3i5j4xz?6|z$_^CZ^{|7p6i~buP<l$pZ2KA
zQy{fjDi%%dPveYFOd7}8{MV+-V}<;S?<_A?M;q^Oa6W%@<#EMI-OWE9uG?OA)^E~l
z`;2qe2^QV!=-r=wb=<Mz=P9Q1MRD|l)m8jWu`WR?P~Jh0UO+bvZD*~GOr;8bXYRQf
z6&v^QFS9$%<K=BP4)3<#e&@W|_K;LeM`k8XCM{>r4SobE+Tfj;Sdc0jRtOZO^&Pt2
z?i<=7*`{*;W0RmD&~xa&wvop44MuS>7JU&)i!tBsNVSp;&9+bKrWeo$*fMc>3G{SB
zH!2r2J?t6$(oi9w${Q?-UEk13<My}fd41gNlvHz*Gq5t4hNlDir>}VI$KJq0yw&6O
zr&=~8_YKikeF%NG^M)iw$8n#};~N+=!?m|qZ4D&qht113Q=_Sy++u%-$Mzb=2B;1V
zR(<>Yq~80QUj5Lq8Nw}6=!UX)x5@k_oU1nLWALAmz%?pn?M}l7;BgOrySe$jHnMME
zQ{1~XahjHg8ylq0etW--Qn9wD)JJz`<>OxhqWhNrxXK~Xbih>AMUEVouN;2!dGo3N
z@|Il%9cyZu#a96}b<Ogq#1)IZy92kMT(QNw<bWeg*T~2hMVNv&mDWv)#dUeoh&$^X
zfB05qc%!E0rw@BhUp5RI`+dEAjkVc{?N!|?I^44jH=SG_1@BIDH1NBU_u_GI`0_(u
zPme$O(J^!p<MO)0UJhFyZ9i{z5|cf1V?_YL0TXA4oP=y7BAT}U|1^72VK{D>D<v`o
z=Il7YpXZt{s=Rl1w)1Jc7eF`=ES$o+UA|zPaihn^eK;}b`*_=gqkX#nvN-+y;n7CK
z(=mGl!wubn|K9@!X=e+#uwXgs{b`Z2r-gsEn4(ST8gwIeN^B1E(oJz9lLeiWjtG;q
zE~K9M!w+up0)JZobL{wccV>KPb1<H`j#sxA*b8u0!FLU!f;Ac9`X`3wP5Uh96aNNG
zyA<XmwK-{!9X;7c9W<Y1KQc<t&r~U}c-?7$3aj&<hCMCd09cZ{byekh43RFSaQ@%Z
z_w=__AKnWP_#IiQX!;jevQ^I(G&(1eI6)z>0PQ^2<SLim&h3ZiTm5?aoTP)S-gkIQ
zI!Nu}bMeIVyvaN+GXY?q`Iir@@}a%Ik*>4=`&wC5WFh{SaKXzQCXhfGdK6~!>XFx=
z#LA1g<cgxa&sMc9S3mr>p7}qf&GA)tZjRQ(M~>q>6YKCw)*ArQar<c>Pu_54Yks(S
zx`U@Wg||(q7`Oh4BYk+JM2%olvXU)3I!9dPEXe!xh;wkCn8VC7_wf4%Vb^8o-5}5X
z-o|KMfX3-+3sY#!X*aL|@~8Hfr#ag5z0KHoz#jHV3?Kiug9)KP6Un9h35n8%f_DC!
zQEZ>^J|!cYIc(>NN!I^l)d)BZzqtWlfO2}JShDJV8tC8dTmCq1KS(14Mh#N*+?tGH
zT+901@;R@NxUYYYG^te$oRLcujp$_kT%u2vD)dqQ9{atR%;bAt9Np!6kbyWKy)%)b
zm@-L^oQ6Ap!5#zKr`CtXfD0sTG-h<3XD*(>{adt1lx9xXDVk&fU8QdBrXzOg>>;<V
z%0^z2$NaAxfStE1zqx@I&#g+&9r5cb*C(2`#)F*OUeY0+`{o92c+=kWuJ#MLCg?;`
zmg&E(ljN+gk@=*K8^-{WKm7gNe32|6vXNYY=}fM;7qX@$FX8BScls=}zwHfDqCswg
zkS*z8r$2TFyQyssd%6I9UXvzSvH(rz%IA!F{%s}Cjubg3YStWFQJPCp36cBU;5ddG
zy_1-R>}wyI`6sA@;0X_l0HENkY#+wXcOv+G6?q<yzgS{h*2{YG+{eAa(_)!@5|-AQ
zMfhrx;+)ony53^%Y1(6B+%QHN#;7%gn$h%d3-h`GYAbJzD!&P2s-te*O?~A^HiI>=
zANSy&%>(N%4l_X%%|DVRVrbKlb2z4mlls+l){!axeV?t{WWrYvUy`6_qs<&a$P5$~
zdX1m|G40hLNAUJ{CSUCBCUIu7G)>4^T^(R@UsAD`_ywr(&a{H8df=fS-oj^n-Q==p
z0o?Y9@cQgwk0C!qMr%AV3-9bjE-t|}EvtIV!GY^{`I_i2#&uYcT6*4)p%gbvd@;H&
z>pZ8j-`$xOD5l)F1$8)5^H;wH4@d_X<@tL0MwHk=1Kwh|8x-t?pNq8~qFR`v|G|T0
z;1n3(cVE6U71^YH$}A$-7(fBq&8hhyzx%GClLl}vlKVtQ7hh*eD8Ya`nkJP!Q%06v
z`OgIZ9L}0o(dVm$XI!!jLhh1g+%0F!=~eVuNQ_;t{^R=hUzTHr1ErKvCl7BQmC!H?
z*5wu}2+<_msZM);SjOrBH*z~1172rm@UMB~&+N8QIgkS&4eC;SlibN)I7b^vjS@<{
zJhgDow0ZnHqdRi2K@*7NTu*c=pkeC!lJ)P^BpkaujNP;sUv$VSGrUeO^XsQWK9}Ii
z7Z`#Ejd1JxLFF2M-2j2Qlr#~Hq28kbJfHy_s~iMytze7hJJhkI76r|FfeYWldL7=@
zr0ws00`4a%A^XtvZpBXjhH$^C*e`+LL5^>aSn6(GK7WaqTjyk$Ewh+@_zrB&)-QQ{
z9VKKYOhp<juaX$>8H#r8=9VwH_je5vn*4e?8*X=+Q_dw_`g&Nn?eSDU0b@m@QLqgM
z38c=^hVh`7@F~+=W&iXS3<X~Q9O0)uaFZ1oU(6e2$pW0gjTodi8y1I&8qc+Lx*Icy
z1zK6czkSJ0Bcc$^Wti(lc>ry>SN`N#Sa7f};E<?}M@^=EvD_~q1_fZ{Mut5_@xl`k
zD|Tx)=Yq?mcjTPj4LtMxo)NOv^I&*$pLN|YUyVI>$(SKmMWc^S!6c&zup`YTcuc`r
zJo^MEobr!e04pYu04@zp5^HY$5$78P1g;c}iZ?cUrp>^u?<%;##2$VJYBj8<{u0pV
z`yW@<|IR?}<1O&{f}Dc^#jd=*A*?RK%M4c903p2EMfGA+Q`Wk0;P<f_-IpyAU<x-`
zKJi|yX@fdY_$hF70ql3*-EpFQ>TT15<=d*-8IpMGA>)6^5aeS1Y=;-JB$*3XYmAn?
zhsiui?Pf+kxux>9>ElM=1IRP&FHab2kHzOW8+D!vX&r|r-TepSvH@6FN5Qje6o8yX
z=In|R8o);2|FTwiOXqNu(69^MI@+ZuH12^_)}w(qyI1iM0*DZ*e_S67!+!`<4TFn5
zz71tnxC~sJR)X6(JS+%Nxh6x2F<TknW(mRLp}Sv$go=g;Jx0F~+8oX+8b5)d7F;}-
z4&q8VWI<Pfu*$*N8|A#b68_KC4qOb!3&ZtPN|fHY`G;T9p@7cdvu!$Xn&zT3RooQw
zuNhoiBC^Z84Tni9g14pd7Wt#oQ}hJ65_aZrC+|1Gl(?J$LUj~ow!62z^>dXj+BPQg
zpPhRsdABBVAbiu_kW{^;ZrL7#+VrmiTsfsHk650EK`a6EGPEc&cW>B9z2}rzSdJZq
zKkjM{x2}5fUb|V9XISvfjU$O0!c+_-dwNOs7?m$*Z&}~#aI7*TdWYEW!?g{L31@FK
z&1i-yjs;@MZsq*#Q=D%$_3RUjRaSN*Bl>G-e(mMyYj<CWcfLLTTu#{a<Kn+We+`*0
z_q+z*6OF1_yfri*77_?w)({h{!=oIb@*%J6Jo}&uy)(ndH*Iq{vHs=nob^4?2C)sh
z;|#qm{ZG_Dp;={F(0i_)AvAnu$JFCL*EF=%tUdGMrwu2s*PL^RSw_|MxBEFY=GmVO
zeg6F$BwGzbdY(6AW(;zJ$h_UB(!Y6R?IN7d@Dtz*H2+n%sFGT?+>5yu*IjK_AGI8Q
zy(YtcV|Gn#_429W<KNY+aM+45X)ZWc3+5~&2Wy&kXWS_U&&2_uJFp3V%1pdo?Fvmx
zY<RgR_-2c9X1vcKaqOmOn@h(w93Sslg<-7TAh*+<E;(t_AoM;_`#URaU|r12j`xS>
ze*H3SarcLZ>uyo49hdU10@?GrYUX|KTNunP{f$lQO@s?j=T@Pgtrnj!Z3Vw|<)4BM
z6%=%CFF<!dB}BRNn&)_gpeVJ(t5fCi8Lt2v1DZ`mO(~T{ER~)7(XW&}jwF|(g;!df
z>NXu)dOUezrrKn~uN#lXIh-8}+#VPJTCGML*s|X8yViO)@+7|J+7x24U1YQd&y)Ut
zMV_MnDDu3XUUbVZeqWKzE6AU~8qkq1({SWX%j(|#?z{taME$e1aDB~u?qG(CX0pLr
zI}blA5tUlq?M-8A8g2sLocSkXQj@{M9tTt;{KJ0tpJ}|pd%eVt4ESI7F1-3*3|}8A

literal 0
HcmV?d00001

diff --git a/docs/source/_static/workspace_analyzer/pose_workspace2.jpg b/docs/source/_static/workspace_analyzer/pose_workspace2.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ae553a43ff580bfec65897563e754e6dfe45324e
GIT binary patch
literal 488181
zcmeFYc|4Tu8#g@dB9dsatCSg`vQ)B!gc-w_g$&ZB%m^t{QB28F3dIajmSJ{=7F&wB
zTck*sg(4IQ<3^St!;JURegE$DdEU?ad7pot_j!Mp4^G!LuJgE#<$HXO<2<kV5A&Zv
z%Fu%@2SJM#fk2CZFVK9?q7N<(4*m$F`#~31$KNiz0RhL-9UxF}NcdT#lfCXCZ>;W$
z&%gc0!nLEv&z)KL{XaQ?`%bkk+#Lks8~sl{^M7}G<%xiE$AJ%g2fnwQ1ttfCRRzYX
zr+yn7ER2u+Hnv(AUkE=F4txf&Fg}Y$IsoGnz}Vo_U&hD&GCqFh?84`70iUr7K22Dd
zYvEXscvV0M1_k_<1HLsu=Rio16Ucty`GLQIBQzfb+9L*mmfZgH+_6j$s3Hyo+R*;z
zxh;7h(CSzasJ!XVbARgO%+a$)f8K5>@N@CWlOWJI0|Zj^27%T#gFx~=Kd%8l{wK2O
z0+%!axk7=jQ=rqJ0FW-o1r!204l)KtyFfcYJ3$un9Uuq5od0Xb!cG3y?g0Gv{4bz2
za!ZdawOq1j6KL_8MN8H!ntuh-0iJx(vW1)f=V?KU7B5-4Z25|na`Fnm2hJ*k7A;w_
zc-g|qWviCRfwlqH*DTfBxy%l<T*c$)+OQRyuF9$2p{!KfyzAjc`$NxL)~(-SiaeHa
zx9!XKG5xK=4cpAjEp|JcjgjAT!0{jo<4H*6p}kH7oKMd$JART(d-S5mz$rF9A+2(6
zcpOy#%&D~?&Vp2b$OKxnVlg0;+>({R<r8ZF8J8|uwq(V^A-`m)!lK1%KuebDE!%0g
zAX3=XJKtBVRiiw7-lDp0(=PItvCSyYR1#kxx7!|x#_&wdERLPMP`-YP!?|$6`ItwK
zx0aUan;$rSGXKT4gK;aJ0<OK9ZwIYfvItPqk~JV(&=1tFOQx3mcqwtH*(tni{v*iC
zss3_7J-X^-*;r6d&Ex$t2IaD4->@g0o$CrUV@I-AM5Nq%k`#HK-DWVJhE30qbVeR7
z^zknYlvt#(@ukF)(Rkvl$*BRs*J57=FQVhi^ebXgR?ktw<<6$u4YJMSuc@<ad+URP
zlO@+Kzx@6(0~dI^#}l{V9JGiNK#LcZLHd<-ENo{@*1uF-l1e<-zx7<#J!tF@QA4)v
z^5OoRQydQ%d9`4?#Ck|)MR?Z!F9AxA9USxLO!Lp@ToXoSv+FzEs!QO*NS5ZMjJk;S
zY<4X^3|ocAS0zHAmN!ayeSEkt+34)L0M~mKC-TWf9GnLf%@J%1Upg9U@T~+~gF2tP
zrv0*)(#tXI+-8LrhN3f)$jg@WVAZ#LgKx!IQI4*XfQIb7D0&0-juC7ENej_8Q0T_a
z#mVeSS{$Y8f^1vY55r|0KWuLYO?nU=vzo+lvnXP@%sTROZ;>QuqipKcJSdbc{q=ZC
zj)so}RZ0x*A=WzG=DsnP7;y6&Pf1=#S=<idigCs0M3aHX-m(W=eCSknU5T%zwfU`i
z(4}L<3Ssn=j+I5lBqLDP0o*R}>%M|F{$JIls{Sn}A4`u$3%ZB7*JhS;9oJ8K7tMnX
z`IqgU4ef0!R?^OTO{{)s+acm!TK$*l&uX=NHTlPc&*!fB=iiiUZzUF)wBM6fj19G|
zSPegJ+w~!LSnOY&(4@$bg4=D&$839^C=HCS|L1g{|EUr2(6t2m!`#u+?o*PIu9yAs
ztuoTEPRGUEG2evn2!(%4_noNQHjpp7X`VZzFh!pS1<yr_pTFcEYML(JHXG$NdUWDt
z5D|JlW%!x<k79=^tN$kk_%c{@YPMsow5D+S!OWL3E^VLFRM)mSFTGA}`+3km=hOLz
zMYOBWoSAGjl@8yKbz^2fT>jqP&C4#B4P7fUygiblNBoDuSO3EvDTgcfME=G8HW!0K
z2i;nv6*uNVYHu$5*8~3R0sqB-zeCRdzc4`Cws3M~^o_DiuaBP0oO#f+eH1I<`;V?|
z*8yxI4rIv^$^Ju%Q_Oi#h~}kb&ub^YnM+3#qbOdp12fr$?J>T?TW#Fe-a58rdXCmx
z*Zoyly4Jr1StvbPBbWybzq~fH)b>EzB$^H6gU~YD*)zQ#jFq(SzvkBLbT5U>gQC{<
zd-7#>db>{_(|P5T!hNGB*~-nQc}ZSIvF1S?2`k3sqHmN8urRU*-FV{Em%0Z)LfV@|
zynHM-5F?Z5SeEBbrfAO|SC(zEijvu_ZZVgtLAb3N!|t+Adu(qzOu~td&=PU{ENUK9
zp=2HN`ODzDpxIv4S^JXd<{4q>JcxR6x?@Aa*qYwae@yj!E=DImNCLqSi*~o?N-M*D
zUB6<r+j0Ny4UBd*Vokz(4nw-RuI9rl+v_Ph#D7k;`k$IeIRYT@Id$2OTASuV>7)%I
z*mh9cdg`^_+<}X;|Cs6wQ8(ca)iZuq{Y(Dcw&~a4sW|^p%0wY<9^^bWTE262&*uLZ
zT3?;*<1TSZiF$aQxJKIsu=GEs)A^?zw4aA@#^*tM&n8${7xTwU%+Ge4qR-Ym_Gq~O
zuFhmA>*S+p;|WD|L{+tdUyvJ{b@)yZkJ8%aK@+WH6dyI#b9->RG<Cx_GnXYBYFDl_
z)IFvaqO2OLwx+-6HtV{Jryb1Rg#dEGm){4uwe<d?wlpT}mR({ZI`4M0hd2>YwkQ*-
z>YeI5p72k10`mReZ9b)NErGGKWb_tlSf1PM@L%ux|Auz~BnJSNvEP8@vZ$TNv$`~V
z%i+iMvFZPs{3mw(9|tJ^HTnPVa>##8{(rW~^`oz@ZrOuGraY<*IuNtCWh!nKN!HEn
z-?DeC?DgA?TEQGs(wz|NYky^7EzyMG{SCOCWAmViTTVaj&c(}ar${pl_xFXszPaD*
zKGJ#N{*c(_a1iF3V$iSs@5_e1^^22K(#iF;00&zBgq3Y=)jSW{(M-R`<42h0Xnm_6
z2|3S!^Uf7#Fp(aEmfc_bN_l%?_hh_CE!D?)Vb_8Y@+)W#tX->K6z>SF6Ib?5u*R;<
zg8~L;P3Js+l#My{Bn4PJcJLb8)?>2ooEWq2USrm`OooSGBE=Mc`IXdYdA5^p<JMe9
zw~>50E0E=l&$<(9@lvszk8>WmXI&vSQ#pz18DbXOUw~VEwr8ufBDcOnUd>7m(1Ss+
zZr>rgNuQoRu<@pUCJD`aJQIsT5EIZmw!W!hz|KvlGbc_OEx-I|_j;pqsw}1+4k?Ja
zY9it`8=RW-h{|xE2U*!PbLT;3{_5NW?O(!rM+a2qK@vn%2Jy$ysrY%&Ou>&ffF+0D
zKQ#}k+37!9|8yRdb#FsP&^(CO3DEdghq~uMDE2krNVc&2RTDV$7FvIDcF&(bf1!K^
zIAZ^IIq8(_PwoFQ4>FiLG`l}KxjUYyY?k&;Gv$5mhKLF0Z&6D{mh|-2LWYS$U!CGU
za+T5fY!?4^X`H^uvi(BK#8S)Kv?Z@**5`s{K)(u?TkikT{qa;u$+_uYOk%kKMzG!^
zKTfgFg*<*=wfd$1P4%^<F}dXMVSi+aKx_@Uhs=*6U|;7{+cnySk2v}ybE!M%)}ga@
z(zKeUc@REP8_Tb;nzMDc=ADf?Oz~?7lnu@_rEBsbWu7c=fu^I=)`|5dXn{PP$wHR1
zyO=neL|CAGV&Ws)6*Ud>AizFXd}&4Fwl8estXOa79=}WC<OJj$yEBX}$h_;fPY|D*
zNeGTEz_jj-&onDDHyh>;sfmls8sRXwMJ(EC{dcnQX*TvP@>@hE-z(`|`V%)4qR3t0
zj@^N*M;9)j;)Jk0_tP^FC8P$DJ|z1a#~)Wn-W9BpVbTOmGf~Lcxpw;rdCijrDr`T)
zP&E@}>ir#qRQCOq(7PuiCT|34`$Z+xv~WY3ZgQ1vH1W1;z%#R1vXz%ld^J8QEDH%2
z$P_Od{)lMERoHuL&|IBi%>B;Ij6mIg@|v3)5rr|*(sIA-&>UE%hpzH6G|S^wqc){{
zOc{nxrTut5#Suo=KjV+hrnT99-|X>&gL#*`cJHP1h@I-)?Vc%aLU4E&wmE!wXBQ$g
zeI{&Vzj=ed&E7XXG1cP1Z|PY~JvD5FcFbkt*`-mbGWm(*vZikNnl=1!TZ^G~i;4zu
zdvU^hTjflcy6sN=mBN8ZKkKgGOR&CDL1ZvE<H`A(Feb%k`;+}*!&{})las`UULR93
z25eLY+jU+@qV#gFR%PrE&4X6q!$)xaiEy9&#oyYr&Sk0j6`Q_$)B1#+dzUm@fTets
zIvmau-1Ej4XSQD1-|4!m%@P^Qop}@pVbPJ~!U&XT8^$>6EF0O7RkX|ZtxJY!BQ*1d
z{^664&v?Aew#BbCeb?l4f38Y2*bigMxebsvWy>+sx2$))bG-;`NV<`xf3(kbJ5?du
z97+4p|9$<J=(wqUv(9rmg|nV>MuI2(KnpiFvFcmW_mW}Sn|YAd-hzAKxz{86&7OF<
zPzOFuf3M*lrX9?7d#PS)>V%Y{{9HSau?{<R@f}cyPapm<G?wxuI%Vp9(B~%8@uru?
zLH#AXVjH=f5PtNAIa`50KO!^>XYT1&#Nzok4-V{2K~dRsdeQ9E(`gQrnn*J72qvV|
zM4kK*EZJLA>n|tMMO;SyAb!`#m^>W83-V&&)N9?U-#`21bqcePN#{DZ?9Iq5OIiZs
z9EBQE*?GLd?)-DKcBc(ta>xtVriZ6K<|3q_)7<!)lA+OL)!aa-m+Z;8Sz_dmCWj$u
z+kI|8qw}P-$usMDkQc668}08uY-T=LK!<kfY;x_P!P3C0k6X4}&fa?c_)|mwU9P3h
zXx8ELAv)K3NE3`V8TOeI5LQ4j^f0|>hzY?KZgpAd`jNjC?czJyum*i5n@%O0pTwUm
zf@b*KJj(BLzPGE$+0h!>_pTFet~-{2n)Qi#R<lv(=H)N%x&w>7`WsjO`f@7oYsnSg
zj<+Lo%3nkLgL+1;HL5@6JZ&VjPmw6h@#5k{%uZ-mN&^Sw@nCf^Tf*@6@0tfW<-J)^
zxniuhuaWqx_tdFxNwz(18O3wvv*H!Cqt~l;*QQ)QO+0Tk4}wdZ=k_;iuO3vN2NgOs
zqDOJI;RHP*yL7i%quP%_7XPq&L!ICXuuivl#e*+KPG8Rkz&kNeHSoEUG`U45KL0Sw
z%2QP#tCnnJ)QY|~faS>UUi!Pz^tbSxU7gKQC!r9yW!heqJ{D9Tyn(*Wk~ES^joYk{
zn}BjV<l*~P&|rw>EuE<YvV;0DAUphTlpZwq-M49e7Wd{;9do?AEbnp{M=;5)iuzWV
zCVS_PbH9GMa<n@TM_5PnI+vh(dF!_jk5)^ts6C`a>{j6;si{`O`Vl+JEFtaC=!~~>
zA88X!#<)-XeBOllx=eP|=!oFim$#RDzfat4pCw0m-k%=QcJG(2NRN2xG{mG5>fKx0
z_16!{tMNo6od~{RAX{V+qNKc#Q)4%ODJie(w(0#|G5di?(3wUN!^J>bZ6EQhtfVt~
zc5sl}**4uM<__47ZkD8t=yaQi`<n)2G}$-Xp_1v{&!-G#`#Yn7*4X8F&`5zy6grX%
zp9fWKo@I!md#AZhNZIFkP&Kh&9%MHUiqH|{7TH!;h(f=oxQpASz2-rF#42N(zRzFe
z_5g>y?cQ8U&~W#Z$&Y=K-O=xf3egZL%Vyb}^^ZGwqFhaE>y!2OYPO8Oj%&pFRE@Up
z>*;z@u-hl!OSGzu|AZabUVM+$toM2`n^`!B->48gB`86vN!*D}#|}qk`v>Pf-h~HO
zhd$d;a&zvkHe<HJtIPUia$##*r)2#Qfo78dt&&8#5)G~WK4-f<kqa*G48;ii%neXq
z#BtBAbilM(Cw9Bh)5}SGqi0@-?-6attTT=G)Z^g$+))%^7L)<@EvAV5L$aQjC1)JM
zb5>dM?gz^w>-Ao7mN~u_B&5bMo*cVq#i~r#Gkbq`RlVp*>{8lQ-<d?+vq~*h9j?$5
z)eqZWt#sDYfG6jv&{nLh#ivRSSrIWhea=!%TmH>ot7Vx_bYyK`h!CfNFS7go0i%<R
z0F+ME=`<vGw3TsOq-(Qg(#VsdM(s?t^`<zpXJxSZXHVGKN-=40d=|}@<CKqTYcppc
zkOdyBlN8Hx3gV-nERkI=;n>q3FLGh>$yV%0|0g0bAv#;**H&`}YBLWV%eQv)a6gog
z#m<k;tWU(I`FM7m%*30I2+ONtpFEt@ENOZtMb}{`i<;gQh{@AVVrv;XrRAk`PfbJj
z;JrIQYc&~?%eyAARB0eUW<#Rx*6u5=dg-2f%a^n<OcMT};$twsFx;rs1La!b15NCJ
zJIEh$COj(XBQkO7QQ8G?`_?k&USrgHJYfaQjmNJd3mVQ9po4PQo*moMBUfJJOm3wl
zo>4`ipnbLYEWh&%$#jMpAMOQnbZ6kJ@~8qaG>hA*>bhJD$Ht!Zn67q56X86T^?{7S
z+e_jq^7^8qPl@Q;Xc;q99J{REmQ^=SjZW4XterYM4|4sKG7k#+&LwZ2JabE0`NuOw
z+mdM~)7S`3dSM_QoXf<8mbuR2LzoXfVm-%MB%ARLB)=L$D2=04tc#)Q!Ft+RtIT?X
zA5_sQH#&87uxM~dW}yorI-8nLr&cu_*rGRW^Q%ZGSP!jp&iGv<6WYmWoK6u_#?Gz3
zBiTb_tp9jPYI@c-Z63sp{w0_4`Cp2*CBt_OrjBC{2^}4G42d_=nU0%>NQMl`G%m>J
z^a@L84D0?7)U&%DO{U-2{H*)vCX<~XnyyxMC;UF8HaT;K8vUq1QYOl!@+Tt$BXbJ!
zhx~(e9-q8Z6et!)9_CO*x$9<Z-361??(WR9sa!WfAVho+&nz5ZXP(b0PNmV=V77W#
z#yyAYNXLYKs`7N$9Ea$=1%cu{v~z-?-?Eg3R7db|5hh#+ui}#kei#uy$sl+dn{GCx
zL!hPO{iAMcEWy^I&{e@3PQfR`Ii4k6G;dxwx8|vrZ&xaR*h|DJa4Tfvm~JV~fu%_Y
z%Na0U*CjNIH)tRtG~zn#2KM^rW=dEI3)<8YrHIILES-V`Nmx_{m%n>6(7M;uSy1mW
z;z-Y|i4$?O@y*x|S!M6c5n=0-cb2uD?5X4z>Z`WqmtRW{1eZo01P2agGBB{yNDs6}
zvjtRHdi+I7v(HFXPwGcvU+r#WFPh-GshCqzy$_lZ*dc;z`D~Ydd0$nwqD9bW`1S~|
zl<mbU!SqK(5_ZK3s#h3JOxR*}S{s^981N-d6;-zE+;OT5@V~l0{O@#_H&7B?m004c
zb)HGfW$#Gypo>S<wnxr`HbfYe9M0@2fl_i&p6<+-*^mK(7QBS!2ib9a1}XiBI-nwj
z2z{?m3r3CdP+&|bQjguHZS)xWc$(;&p$T)LMI^NLAj-l&A#nurWV~WI`%HK}Hmg3v
z`pA$TJAgu4YVE3ndsQ`&^r+$aF|wQGTN9cB^k(x}uC1vUwVwCb)-0tJO++{S9j873
z&YAmn6tE?)@HD!!abr@-ldFLmZyLSUx~VfzZdMf;qNqNl9r0N>yHhQb+Hi-PmyL8x
z6VK+{EiJjD_f^*XyN-4M5YxC>Ox6(w%^-<Rt0w_-5$PdL^PuuQ91jV?)(NiBKrfsP
zmS%$S8iV2u%pWh`p0-LZrQwEfo!*A-$aQ1}YZH>nbVh8OL7<AWO)RSDxsmsmh|Jw2
z;2Z?_kdwm*N=Vu9h-^@t{hqq`iVAHRmBD5fM3}3VRJ+bb9Zs7ZscdKz)8K`))^sw1
zQwCldr$lAhAye%lmAv}DMYE3%dgo?2MHWbaeFYHrza#aE-wgXFumI6e<ResVC8KCt
zQ{2GpqGOz4yKvWPRxIDFM}x*Fj!?37f(d%EBdXRy@#%=HK8!^z1lI>+p?FaZvP24@
z9YRHOrqvEH4DTsG{Pcs|FnbSFIVn3pf~yXqsrp($VUVcR*1tK~p9<U|BjvWdFrDh1
zHCau(wE%IaFWLetSpV|7InImlVRw(C?8wMY>jWgCNBNL2$e-ntVziRRfSN@Tz%P1T
zO`#u8#8%AeTS=OEBZOd6OpBp;h>x(18JIF?PLOA{5bELXuEnQNj4T4Lb)Y_=-)uMl
zEYFBwzbf5;TvsoW>XJFXN9m10+=BX^oEg#qR^=A#yxevK5Ys&rh|7g+xAxp*esr>@
zpO3M$LiWzcir3naw0A5e6)_ZIk)NUAgBQMNE;Uf)$S-n1=<Qd&C`0R$vyNi6OOB52
zFBsh()h`%O*n*VMnPvRYXUmgpy?&M2e;!nGRC7L?&FJt`$7A6zH;mZ?T-st6G~2U3
zIOM6ThC?!eZ!tzNKyGxn8T)T|?ygUh><OC(U0DAy@}Sf7x38Co)4kXJ<)kt+Mp3fb
zD8EN*<={YAO<u=!-8~)Gl_(X+3?HPXa~S=;obDcekUSJ`WEMlF?e;*jUpy8)U?05W
z+JWqU*LkSO=Y8>#6BP9JE9lBI5}fhB?0OF&-P&Ey;KGD&Eu7-dnh%okRQ?bj#=PwN
zRRoDchy<$b#pFZjc*4O?W?4BIK29v0c#(cqyL=VCKH!PltebJ&43g`#VzPJEcpgNL
z{ux{{OcksuNS&<EF4R9yp;n-IVs#@E4?53Wo_&D1o;6SgX*BVn<uSung7I{Qv!EU4
z2k~1wxU39)kUeV|2frl8Ak@>%A@=4_qkZ0x<Cr`)AAdN^GD$&DFW|#HhXm~n;qOH1
z(M9P54p^jxO;0Y)9N25S0Ncb1$;!WR3ldO|Xdag^h!C%V&$9c(fbPkrpDwX_LDT;c
z`8Pa}VRSB?8X*#-eg|}N=Z^RaY-VJpg5+GTyiTX|MwZFg{xz#r2Fd2f&2nxw^2&#g
zn;V7~Q%z9^#Jk#|il*(CCP(z3&=-OX=@F!+wH)j^?yL2RZL<fOgzlZahax>see;mi
zr-)c{EZc%>k}zoo5lAJYDbjam{w1AGeLhQ7?zkI93+^LULhkv-7GgA1i(1-}?90ko
zOr0P^(K%FsXL^z)2UBL&4r^=^w&C9Lv+4W~LUXHlnmaRYFuY9tdI=*U*3gAeU(s?P
zF~Fuu7b^|Sa<FsDz$rjc!~91YNA?PEyo@Ek1M}GT;MLG~bG&^*9iiLJ$?WK4sf%zY
zBdV;X(R`G~z^gW{uN{H23EOw%Fmh0*@x|NC>Z4Ej>gttt;up^W>E@qG)~Tl_#up;|
z?7@h3GRzTk`1@IU*1frPH&Uh0EDY>jLbiheGR?KF5Ix`mbFD1i{*<tG`SI7k_@54q
zO1l2#uSs};(iG(`#EdON=i~Vw0G-*r8EEx!H8Gba^JK}1MA)cKaMNQA?Z*bpQ>{O0
z-@+qHN1Eufevyx&4*CvyIWS2k)Jf*^-Wj;%?YO0s)~;pcB-Ib$`ueT6d)jRt!worc
z29HEB3IOw_YZ6l6!dFYzwL<TUV>%SemB|+LdOxuz!{KT$OMWu7<0zSi3loB0-*kbE
z+SSj^H3?l8vaz!?z)5^mhAwG&F5M$*;11^g<g%;#pi)g8e#);;WtlTNvJbs8XnJ*R
z+haehuRyiaL8%6kE&jxU$)Aoieu7AhWrFE1buIY=a(a+poR+4U=c6P?^Y_hsn-->z
zC=Y=OXG2Mt0owL;F)A@EdlhRClEflEP_56oMxL3;W#9eX)n*GMg~Z>|3Gol&{}Znj
z0F)e)W(4QXPMo!_o(Byk+mat+lW(&R@P&c2&~gwwzz9c+dI1mfxU7C*u$3gA80uog
zFa0w6NMY3S<EljUW2IDc=2IrR^)b3ro{L63q<V<L%fu;`{MCHCxf+%xKN-K4QOuG=
zxuvFfvqK)T&wt22>ZW)w=?~2I&dqch(m5yTl`#J8IV;9#(aEa;I^ze>>A8hm6E?@X
z<HloVvoQpSChl9u!5per)HuaZ1c{(k9IRSOsUZ{S^r{?+{qU|HC$IJF7I9*dmhUU7
zeA3Pg)?`1vHrU8P@P4^e{UF|ekEoKIjM}=ytRXVHDw<@`V5nQ3`g>VY`;#&x0Q>~A
zMuGs^89M_oONOhbj+qUFt>TOUX#-|J5O9J^8AP8+{W@iSp}l-edU`80MmZn+KZs-+
z_GJFG{aO^(5&RJo_wzI|@A09y?VE*+i0>Ur56C%Wn*;@eC)i))2g{j^=sR5r{O0_{
zw<A-_@8izHZaw>mayP5AHZdzJ%~M6v?5zHQ-}LB8Sy4$eNvEX+J{Z+I{AB9*@wNbf
z=5=p)0xrR3zsTztCWzjOH=d!{DHX8f!3gNB4F&&#pwPN;Rxyo1KkgRAIeZOuzC6iY
zz~k*^Z!K^lRCF=m%k!%pTq(5kEY}B}ST!nIMB0=^iG@5=3uIC0)b@`N<gMjw4uo-{
z!k)Lm5r*)M80QIw1NIi2sOkBX?#;~5CcJ3#wkh}>Y5stjP#|+0oO73c$_@B1DxI0p
zwv~)MpJVy|2Ow>Ka&01b9)tnxEYJm)N}R)1EoUXR2N;}Q%G%B<wJL9!uqpRLb|G^k
zO!m;oo&xQH=qj2>elw$G&mhKJg}wez-#(XEim}kByypAZ5<!H()Q#7L6x5oVLU8e2
ze-D}zQQ5zy*QqB<cF%(t+df{9nvU=0%4GZeQ~ErZ7!R9rSuca(9#BeE_K#*$_=Dwf
z5K5bBI=aL|0f}*kIj3gGp-#kJ85Bh=6Yw7O8PJM1WfQRR_nc>wP?9TKDb}udHOosk
z4jA<f7ORtz=^Z|ALF@lgSCJO#Dj<sgk-ZkeBMFGxw||Wfwi(;9(*c=Zz`q&DVKQ;5
z@1Od>87Tf!VcRr2+pQ`;^(LH3g~A;V)BL^QjtrF9u%92s+EnRTV$fkqVXINwdT&;n
z(2!GG>0eaDL?WQ1GK0#AdN~&l4~VrKI*0V}XYl5VQ5_u(AAj1=*8A|DI`N4MlR2{F
zaxg1MXZEx-Gm}~@mi3`WUn{wWWIY~vznmQ{l86yPr_N5j3aOe2?@a7oUjB-e{?vKU
zBw=f|8h$o7Dia0mNz`C@z1D`Q4jnRFCU;TPl|@nrS_byer5v+C>D1d}lE;r*bXkvC
zR6dk`VD_K|x-6Yt>fy^fgTKaB@_Y{fF({@e*>`NIYRC?@B3UMAthRgmcWgesfX!U#
zUYoyRv&KA#pY|s>BRC;XoPRm{z-X0K?`aP(MqxXxS?er?nl2M{gzVA#B_VaZQww?`
ze;p#ixIEq;so|hl<LzTs+SjJ(|4wB#@4*m<^~>7UiIjAWT)Rhi27f1ijNac><{<?d
zS!Bb>(0P!X`=e3GsjtM@;{f&J9t8C9^*0iAu)}utZtsj6M*ya0!Ho2R)yU7tRt*0k
zuS4RPE+6pZ{z0ca{sC$OMfjrfsUVw|9fju^h~?FhVr15Fga9XorVpk|+MM~q@b;6b
zeBmm-Y8eWhsD4nCy{vVBrDDD7C*JWT;I=P6tbUe~3(3pt4+T|oCz{^Oyd(A|w*hq-
zw}rbFAgkLxp4~SOijF>*B6}7#$2@%Y79Y7B(Szq@v|wqgKkkVl7{!(6kH7WGf53a;
zLl4%Ys#1b{l39^CWHXCl)A%9>PE>a>{a*7~pM);Db_&}a?SVF^{2<2~e5CL@IE-8h
z`|>wUnf$J)en3;9wsSwe6PExOK`e;gCL3{o^!0*lZZ1hjda-xLy_}us;O_a7lA$Jw
z_kyE8utKR4*bq!9<HL{w5~<}7{YakFja+H98Yx8S)3~m)iZv-7aaFty7*h{26v)vv
z(lger-_{qV@3rYvUSB}}Hya{mTY~Fz#Xkh{&XyYZ7i5zxdb@+WA8Wv$S!Vfg0jw>x
z%!&Ub3Wf=<9GdLJolSLeNGhE6O!XS4$dW@HMs24<qwdxWiz00=%H}So4MbL3M`sjD
zy7^+uMP5!`Ue2QHT%G#!6>b7EVR=`9ozMP?4~{U!RwNf%aVT6x=zxn-WWDxPL5LOu
zgk5NGhSUiQ2VZCnM51jM#kL_?Jz`5w<sr$XP&O?u*0SdiGdff8b`P(C!P;NFP|EF<
zs&>@9g#GMjERd<fZUEJOlBoqyvz0!4@zcl)p^*#F7Va>>3CuTd=fat+PMCYXpQ#aM
zr@LqEIkM%w!HDhhMtem@Hf809VHhQJm7%D#euX!~3*%50NM)SQRv$q6I-YZ5DJ_3V
zSarDxrMlfHpj>rG(TahvR`K&SQxnBjQfcxzvE(B0EpC3c4`MDjZF2R3j_Yl`f$-px
z|7P>q<8S6J`qyXtj>6{_P+0o#YqS*+Tt(QS31uUOlIrEJg)A5HMHQmOXnvfZYl8A^
zd3j%~=8&Fz@Y}V}3N7$#gJL9pQn>`mskKtM8{AL)1*zdZ1R*FI!MD+DZc^34qE;GC
z3~jy+J$w3xMP%QrZ@>2^b%Zx(kn^D5qmxLF21ez3Z2y!obZ%nY;t~)kwxsb-xUZ#G
z8qLADGD20HCm3T0J3)Q6P7Fm3B|6z#FK2yJvNjGkpD51~`$2IUs)O=po(jgOK!eps
zH_i*aTo5mDs;?I<ar}U=yGYF(@b=I38-JvsSAzU#Yp_7<?kv<0^|nykfgS_n)fKBh
zUM^21kyCCxyNyuIE7RBa=Sb|3*fZ3%TPz-J(ev=m<q;*8?8O-OsrK1jHRLL9yHmZZ
z^{du>KV9YRa<C|m;jq8bN9Dl>!_CySb>nv!eu#5C8tO~^ooRo!`<0qZSUnVO>u>_x
zETY(u4EEUDEnlI^>uHup&}fk5_Gn}p*yj{;@nY`Do|c>XLGTwOr4oCW1<-{{E=>O6
zZJZz}Sf?Paj8kFr$v@!Rr(mdkGxye~WHJS(53%QQj({Q1tMV?O7&+ZFuZRnpCA#@P
z`Wf)E$5Z<D<W}dCg?X4wH>On@*!#oGO01eqEE*D(`N`#~TCgAyc5xMNxvMv_IYW?Q
z{|;;%IY9TGY%TB5j}>ewY?H@2V+>{+;0apL+dMzyDasaE^pT!HcTm*#Kl(!%KTRyN
z9RUCsXdE=X>7J@vF;0(88Xaty@&y*FG=YQ*uuwWn(C+6#*lr}}z{oEc)nmx}U~hjk
zqpe<MbS6I0GyWxw>m7KalFAN1B_<MU^e3Ekf=2DL1L1abrERTn%N%GHtUk1ahq{hk
zEKw~bkr!{+0yJmccg%zO+&7Q@p|PUw1%Kx<Og{eZ?mr>#lH_buhArQAGqFRH2tEZ1
zXj9O8^~jS8Hzsjjm9Im82*WwxkS~rH;euBpV`&D;IVR=~G^unRBuEr2&zv=Rs)!l^
z_9Z_xlGFmrF0vPjPHc6>dyfajP|1&)e^Q~R3n&XrDb3jBB#W5Q*bJ~S%@d*jkwp4a
zl8AXwf8Dho+MkHvj2O@ni*haLbz@epuZ{;4o9Hj*T^%Y{C9QQ;w6)g&qmtKaA`f8?
z9brE5!DfeP88T3x=dPb?g#};?_7AuOs978As@R}Y8Wsd#!$K{SF_zo?2lQf{23@3@
z`toO@fS!8oN~AI^1#lq*xpEy<532rZnUN94*=1K=+-*6R#9K0wNlO#bPZfB}rTg*P
zzH~p<MbojHso6%T2RRkF;hQ}@g3~=FEJYMW#y9L00DCd6!hEuEI(v-^q6g|{Ku~S6
z>@I4T$M6R$drzQs?T~k7Pqb_H#Ax{(NWbqB5M0SiR7IdWZW#ESpv&LGu0xh?RB%D6
zrfoeOOU})`>p;Yq6kL*ib@)%W)05i=lm5muo&aT_hHRnT$!)2Y?u`Zzx8P2BlkA(t
zwYu>f3bmw&xso3!G8BP3&N3gmJG1-rvkqi*N3@4qjAL9I;H>)8A;;K9<P6FKW?6uI
z#4C%KE3`Cu!nY6mV_67>zt3sLQYG3I8i*8Aw&l!*Ed^mVr$n^zWtBm%|7_L+MVJ3T
zmkd~UZUTBDKfRqM`<J)p$oWB2QSQz$JwAxw(0#6NUF1+V&I#BN0y$$fi;AjO5@Zf(
zOa&}G*fHd9@8Zx@Fh%(g;a|ZB5TL-|$tat6|3hag$wqD#8TK1<;?ibjp2-q}(*lGN
z8wv$zdjd5e#J13O{LiUf=N1AD=!u;Ak8~{y(&^OWDP}h|kCa$_7pWW$SasWaU34I9
zROQha(=L#pZxBqQ^xtGFTE-!bUa&2?=)tSXVFbcrPM!8L@HsvqQ5~&o$gE1w4qV=0
z-;CELxF|%f^Gy3@Q$Vmdd8zNzyNc6)aG(=1bkm=90Wu+E+ho2h*|B`+&Fq<|yQ&RZ
z+K*X3-oBL&&h_v!k`$^xfkokGJX)QQMVUZKax_4z>eF!_29CtNEZl#gB{&2uWYhW>
zZD+PzY0zI8)&ystw{}t?bG@f|wGbyS=k2@Vy-!<yj`&)+5t|t*WM$NxyxntO&O1H^
ze&xucvg{qiJ{Q4qQUBw@mkZ96EOrtHx(@<Ne1=OI!$4yg;XbN5ck(M?(KzSA=0m!d
zlQ<V-_;p2F?(CF!*gAnv2v(QRgFeRc6RbD=0L0e6{p+&GfbLf5qW7t4%^2a*4KaIU
zsOy3<s4mW@u#gTj4BMJ33@dSL>d<>dTPk~N=Vsl;Q;u>Z7*5@g-|*Sx)5&8e;1j2p
zMBH0V>4{v2;ToCV?Q}NzMImR5`RtE2Na)|Z8_?qV1vKpj(A1}#IQqLyG1KW2Hwm~v
z@X=lAnYj30R<2xTv?IR#K<wKAd;1%P`Y;b9eKK!Tb~~D1^Wr{?jfgU-MBAt81h>hn
zU_lnKrTi6CnZO9)(9C;0!QVI!VyF68RoRpuoALYEQ(tf{r+=aN87|p$G6Z1X{*Ste
zbCYK+08YD*ykGD-w4a(32$+lV8cN0CBmDg63y}@rD06FP1T+egUacRuOsq|Rb=Og+
zm?T8+iHEA|*LzwM2uur_8P%pw&z-7pgCJPp#1xn%WE~1`iK*X`V)JyxTdSwR7b*;Y
zhl1THqQ*H^?oVJ%2PzMz1u!@1bCqgv`S*UUkY()!u%UMb8vB58Z-0byK)~&a&OmCZ
zCuxO%-tHsv3Etzyqo(#Y=504?|1|00S;odjGOz_Kc!1>+92|-qSC&+pt@mvAKbAR3
zag*d^X&o)2D3b}wo_Ws$qN5^i#kfW73JpE+(^8{oqGzm(l+yB|w6b&oSL<O0N|w|G
zchaY>S8n!+#edaX)}|2%KCrm=`T?<#?#mgJ?ZMH>Z?i@~vp4xC6_TOKl2pwPehIme
zC$@wx(+@It+k>Djv&Pm3L9z>2XG7h3!>`1~?RH&+Bs(6XwW5%8+vizOT-13Mf^QwD
z<>FBMh^IW%2T?#3vj_@W)<K)8-zT@1G{J3WP;W$^PXGF6o@OjeKRwwuYt*eXJ@7T?
zz3uc)u8P+}W>_hQtocL?5YS$U%Q0j3?)(zADCjh6>5y`1f<{;k_05ny-`WMCQ@^*r
z>$2EtBE^7UpN;*5PzVd%K3BhGy>?jJ`sJ#<H^Y!+-~*@z!gfl4{&q8LC=KicRUIl}
z>ANg~d4%=boQiB!L3Sg86=}PhQ@!WrUIUvet!hkoJ%3<p#R7PBZk#<Am0kyIQ%pWM
zH4o~pyYv&&Iu{VP257(yd_8?(9#p4EH26*#Wa*a@jNr^YP)Re1c7&q4-2yRq1{~##
ze2(L~1k>DT_0Kaj9Mnwsf~XeZ3(b`%mnZ`d7&AazS}u8|N(i^qKv+9_xwx-wPUXzt
z?gJ2e#&Ta;2;vWVQ#gYn{=;gv3qf!{>Pbz*slNt6;yolbm_Mjm-HKG1P_nc(1r{Eu
z9CuU5uI{4r7q3{w)MUyzA9okGEPbSCyJ&enxq_|SY3-vxVIh$WoHjtS%f~Z4kV^#b
zt?DK6RjG2zB`Ux&*B(B>>c&WP*N2}hwhL(Ia_jF&b`u%9KZZ)p&H{wKHj>CoknCl*
z`p{;9YKiT;($I)Mcl>Kcy0V;$w?pJ3l8P!dCSO+#<a(!WoXkGu7Lphz@^cg=wn;tw
z4u}`C(hhhGM(Sr#kP<`X$x8WZ%TpSYJk|DVR}{{scN(nHhu?mVs;P$Q8-`KAb)M~l
zPD?}_ZAary6RWZ-JWWEIa?UnNz-mcE_M7^)K_aI8*Pr^U_K;$Mf_?W-$OwJZEeZVU
zzfiFMOQSMmnfs&JtHDTA%NC1{05(PlEcPw=MmYJ1&gu4eIk8<|P?~0Q4^IE&KUDRe
z!x4qF4h6xgQW1^%_GykTj3V`ewYyZL)>_tv0h1Qp^og6HqsCx;cTR0;vB?5yJ$YOL
zetYfSomWa$r3*|kK&PlA!G9wW!~G3DGJdVNOzbYWQv&!~GGw2`1884rD1jNWPqqP5
zeg_DpqpuG;2fre00b4sCE+%hdL7=f$!MZos)QzXJg@!>`9J{XiOylh#PAPsft9B{7
zs2rbu#n)SL&)9zJ9hp#Quy<Igk)e-~Kz~bvv4lc%M%p3o5)xw93M@69Mb4Ra2+Jr1
zpxRV#>vZ2%9@+PO#~&WZ{kOh;dLRJ9fKLDFfxb!Kfp^qb@V1}iZ8_FP&^aF=gv4iY
z=sp2u&$1F@J;4ehScr|^$>gNc9Tn*xg3ETn0$iMmdIT$1se7Kh{EO{JmoH;n#QVbw
z0r|6o2D}Kj5RtO`-2pY-3y}u|WF4@C{}=x=kv^;&&kW8oZ{{MaYAZYw?m3{Z#y7Z`
zal5c=MXZi}0yGiXsWF`5rp-JWvMa&Q$jI6OAJ%v<{f-^pi7LUbE8Er*#(RPzQz<Ze
zZ>?o+YLMY%`t6Bk9uSc!?{rs(JexW7lglowuTZ!=VE=&MAqW2ulSdPUdQiF0-rbuy
z0R}GEH&8;1v%Lz9`AQ!Q*|EsV;opjrd59*hEfO`u+;Sd_tMU*XM<I*2F0Y>DPh(f0
z;#?mO-gOo)f~;i*8|mNN#(KTvCYX6F&wv$Vu%pHHJR+0^p<iZAauf)DD+xw=133Sj
zyTtK=bV^tMf4X`eQXk^~(BTK`I{wH}--$}Lq?e-@&+?2Y(8fGEgKo%R3<Sh3GthlT
zT?Xod)f0rAT3CtYqw6lvwd;VDKWqY?^$C~J1$$$hpOa~GHxd?~2|m5)_H%GB`Z=vM
z4qRTZ;Q`HwCsPNrh>qJzVqW*O{ZSEdiew~WOD&?u`}pw7DgP*;JIr-1;A?`f7ZfVw
z#o|RCgZm*nR&7z!SbUK&$Kn=TkN^Pup9D)Z5LQ;Ks{qyshZ2#WumW@$2MRIt@DO=p
zZy-r7X<IV4B??n2FkUERqn5?}Mn{LHGCOB>84poDR2WtT4G^he%IX<(`)jL=%O91q
z;Cfr>bV^r+m$f38+wkrk(b0zMZ*%Yumn$biLI*xAcpP_<|Asr&1Qe69q^7~fDF930
zRyP5TJ2qE9%RRUxBvQukD$;ZgH096cq);`*ku{;Hwn2lLD3$0CLqwUIG+09|8DkEW
zq7>2l9Gw#-t%IK;Rz}sst=p^C72<EVlh}AC!+|?Ukxu|7{B4-~CW*R-?n?ejqkPAv
z!)N}1VMHL@+9Wst!cN^xbmzrM_6~^-<x>`RSq%k2d|_q+QtpN)5a8kZ?mD>ccwbcE
z7k2QiLm-lLdXW{;Kw@o4e?$`<Ofp>kK!_Sivad;i+B>dwvzoOjXLvZjWf=qn9!pYE
zuc}W@gdWspg_WzV8_dL5c9~BOSKgMRBO%q8yBEGLGZTdhyy!8hp4df`E3|M?`>hor
z-RXDRrK-srFZ4D4&U7_<CFLfQK(l+QmHufKsC^MVs)$mPUfa#IK&%Tim0Ea69-5km
zMDEv(k-GzQ4giq;%LAtLZS8P<;yS^NkYk?eHyfcCz={YDnzvVZLc5Kv-1E}&cJQ0P
zUz*c}mRafdPbQ_OdFDPXFRg+Yu0=d2)Gp(M-`bj<I}%*<;(p*0WLXh`HGHj^SC(x`
zzSCf%8S+W*w+hCvE}ZC@+Xt6wB<O@JB#58d{U0R=)XgG4^K)w3ae{CY6fKUPS&#AL
zaSq=_YDcGeAI=x<k1~X@abJz^;B?FDJv6ZoeZ1X<$f{)~NE?wK^ix3?I+g!Q(&)Gs
z2R?d)#3Jb%sm@*1+O!7<nWC9o=6z0dhvezu-(auihpad_n&jS6FVPCiEeA?~xNjfa
zeMZd3(o%gL4C1sa&`G|u(iiB+^!>5yshv)L!x_hg9+%8xD6CA6N{j!9I!+5Q!&`Q5
zqb{>rH^GThxHCW@rP7>rL8KR~m>W!7zmM(<?+Dc)s3eVt?j?yg=WTUz4&HhsE;*I#
z@8CilpU_Aaog0a^^e6p?czWq9sO*|8pt29Z9@3vtqA-Kv9_*j&pEV-Va~5Q{DDyy#
zf0Oph&aJhm*|EQ8W+gvS*$cze4*(lN%|wK}?N<fLk6F4L-8axgWwb7ddUw$^*j_j9
zU!AAMrjy%#-w!u%>cBTI|8LQ!cp8yuZhcaFig{LZ$th?^wxli>m!%G6h`<;xmayE<
zXfQI8ZN8qh7V(3IF;r8kU{yFCnjoFd&+MvpV2tSIl|y({31Ej?dum8~T39#{VUH>n
zR`jf$q}p-C56?ukf6IR%ufiy^OutGH>}p1e(n%TG5rF~J#dfG<PI=3+5F@bbSh6TO
zF)zK#NWep1PT`~V16J?glG`J*PN~K%t;{LMgFBI~`oVkh>??=OyZg&>r`RddzPfFI
z83*ZY^PrxjywEbdRBAm2N!Ow=BQw9Ni1#J$>Oq!T-tL7WHRZy}I5ev2T(L!&S!oUx
z?1J!GX<&y7S$|K#fup-4Z<;Ogbzu86-fq9ExWgy70@>#f3MQ;d-x#ry>1Sgnj>8#k
z7ex{rgxH%+T)Sy#0cY3eKq^{@H^BuS6*;{i(Fa-L#IzwJcQn%Cu}GuF-wT2XiamE$
zoMdRnhGTu1eRz3bAB?jP<zTi1u5+k$@<h<8mNZ_LdhtnK=OtQ&wonz(1F?80oC_Ga
zwY2wP={>g}(^~N@uX48QPdo1V6mg}Ok^mI?mP2|@Jf9-H_SjvbW@S$v1ftSTqU!hC
zJ0w=YRNc{~FC$~_9(^TP4;dP0<*6grBM-UY<2vDD+SD2-nyL$I2P9m{@MfrmwnkKM
z51f2onst>0o>m@W3&7a{uk?&k-|*J%@AQ*9VVP>aq6|tmS1PT5xh8m*z*W|yHa{ux
z>U-(qRUpE?CKq8^FoQ0_NsdRS4Grtb*e|<NI7o2Y)y~F;4?DQ9nR(GkSydK?k4~!>
z!wHtyqeU<Y$I(&I_&$B$9xY!#cwL}DCd-G7O7tmH8-6$~p;a<Sst|~uJ=Srboc#tG
z4R<e`fM`|4G?$OF?h`5o3~PNrmbo6}GDOw|93(3&!5E=~b0KIMFWbf{!@_^va`@cV
zlUv@}C>A>}Z@zeOtk?OLY1=QiQbmE;(X4(0>*d)DBo54k+{YzG-i~kXxaoIMfY&*q
z%Bj0+V%A%{T|!u8v3SpEX<G}foNa%&Xj$Tfw|!G*;2||5%Z^F0i(kMgv{`%3+4S@*
zs)bg;X-pY%$i0~@&@RH?N$@y8LhQnQ#2DXWcv$sVRwWkV4On-X0&S6w(ZRev%zpP@
zUs9G(QPh&cJc3)ZC&t5y3Z^}UA%;z9kEqOY&-xAzJFGHIH#L>2TYKfpI@89posL-Z
ziUF~rnh3u5Mpe5gi-Wxeh1;+9b~@nQ0ye)eU~YV*FhKN8bt=1{*%NPs+QhCzMi<l0
zKR8wh7H@5VVf@{(>7v1pvuWbsXUiOo_PIWKbF_~8dROBfM)2(zM2F4=xkdSck7gak
zMU?dWgrf{Uq))J$fw^0KcLa|Vlh?7myrR?F9jYE2Qc2Z==sJw*O``SMJP;i>B39FC
z^#xY#snn_rmAuach%*+gs!Cp(!_w62tqc94#v06F8^_;_g70FW0h$<7niu19YE;Pr
zk6)Lc*J)(S0+tb=*S43?94%hmxpVx^z9Wl32hOj5Hx@lBF4Fs2Gi+^Nc3@Lk8;pbz
zZ)?TgM<!w6j&Ma({Zh|TEjpW^XTS*#1iNpHgcSQmSw@!m?aadanT|BJ@dnk}$;%(U
zYh+Dlvo7N!lT1tpvjQ%ijzkYrvW-*R!9JmEa)0JI;elUA#(HgxZV8#-@OF}^69<<y
z6qKLG!i1!@J`ft32zg~59`rrg7hGBj6+_Y|5-BA<=;Xl>4F6g6E-r$CQY%5w4(8B<
z)Vwi=UN$~9Q{*E|J%x@==yjs53mz1|wbt91HZRo^>#svuJiW_@^{bb?CaiGu%o93a
zR)oYp_$8n|z`A+8A8Y+v{KL}Awegd^&_Re-H!cR*w46pqJZ7`69c&#S)MLzITB$0s
zJ8oZANmBF#LrKl)>)LsxF=b#S**mlGPiJ%wzkgrDU7tYo{M`OHX!!KaW7Vfr+c%<a
z8tJ)Jb~r+fC~Zid7FGiShJJET)UN|A!{JJcZnxW?%lh_^A<9Y}3M_?KgX8#>^`%pq
zXLuA|2WKm#<Y}V5zN@%&!ugy~$>xpuR$83#{Vy<Mbu)}S{z_YyFT?NX(iT>9S`a>a
zTgxIfgZ+fItrUD1L&E@<$NNOsA=*Gtdg>~Kxj@qKiuT^;k^7gSn|OlDYy{RJG*7%#
zEZ#yYb{y-iGFE3%@$psU&b<{w{^xImSEY*Zh>;xrvI!*LtkE*dt41o?L4M-d!9Hr%
zJJKmn2<o}+pb(LM$78U(KTkWFMb=Xt*{*NG38b5s>~(j`FKF$+GYO?+I@wtHO_```
z>!rKxAyH4^vS;Wp;hyvtyk<oUb!P{7IXb6oJNN}3XR=rDNTFoC_Q0SM6Va|h+B9~I
z{jAk1GW^SS8d)GwM0%LTa)SB02YC+?&-Vo(7pJ+kcvy#Wwye-nQLD<fmLFJ#xuhNt
z+2YwJ7fq{DuiFsz+NTh+`_NJGqaowcjCxHJ%pr;POR0gvQmY9ZL9wbgFlr@kQZERq
zgEO&^_=InXt&Dxv5kixfcP5nXu{p^@xoX@#*gLSTa<4@hefrDl#fDaKrM<VR+S>`_
zb)C3ZEG3IxJW@5ToQYjWUQDLA$h$0EqvvoV-V@yDgtE!t3@lBIxB0$qO{>~8a<r>j
zH&f^0Wc6y)lw(hSeTb+-SlXVE#zG2EtzM`MUpJ1uBJ5VHOn@mjU#=?hCC&w5-jS;1
zksp~eBuq%Jf~u-`nd(u6h!0`xR;?0$gkpRb1%9maXgbDi=vF1$LiI5MmSWjKIx6S5
zyvlPZnDc5EnPcGdJ^^-`=0tO|+!)*s)mR4gqVkJ3ARL0w+pbpl;({xI9gH0C&nM9g
zeq{hw0^Wl~C#X<k$ayho;dd6BVilLivGI+(A$8GSFPK^Jo+*}>qdy01ZYGF38qYGT
zI#E+5Qae)NN~V?LGzcr%MM$jA$gz8jqv7V}C#&wT6C<l2=S$1-xufD+!pBTYX_RF<
z<?!7s>z(zMk$3?{WF{OUV)87blqhapY+2T|*;30NT*YIQ!b3hOk?|DK>s<J;Auvm%
zsud;7P;DUFMtDcy6!%SkO^ht>3=>#HqK5W`0q+iWWiVR=I90K^Sb=V4`H)?LXShPO
zpdv)4DaIv_6+)w~b7mFza5B(Cq597D_5uT37Bl}8tmqO79;|Q5gt9gsW0|`fz4pz=
z7@40hP}2YQh06JAGaH2Kep;G=P-LmTd+g!v;c_U+(FFY9F`~n02eOp*+MjYZDHJRq
zSzS{*y_Dme-b5{}9P93Vq;tU};j}MnSTlRaZWrdxK^nMK^L$m-1I&{lm5Nf)Nv2s}
ziv_seV;Y)RKdniCobfEpP)Q#VZy6v|)q1ylvUIy`ued?z=y7q<>}5zCJ<hW5I-&oX
zP|l9<E$eiAqdh5>@MRFMaa3p|I%t^cV_<}VuoSnXrfRw5v#Dp8OGz|H7<`g*fC62K
z4E{Eq{aO3l5m)8y2j!C6zVtq=d#yt(sV&gW!e3(uF#70CnN{)1J-&r}kHdc8GZwgk
zPZ#mU{FiKTn{)l3{mYXyyI?b)ECchCIF{IRK)f6WdxgZ~7)%F9bml99I=+-@;m07r
zX#r*AT|HUygV+{fu%GYnITm5kgMtg7g9`HU`R#HzYcTQye~{(vQ)g^Lzd35K>{*X+
zMIvWN{T}vG71Uh*A+6?fMCYEGo`LlU)fkAPI;koQVZF7kIQ?bk624Nnnx6Y&{TW<m
z$)_j}J2sxdcHE3^vPPpz6VGRbg~pl5XS?U!_9ZPfa+4#)a-d6SzDOiG4y>dPWJn~{
z2%=yglL$o{@$wER1C^TMk2gCxB9i2GE4KJD{st=6(~#0e#J?C!xAawTa$$s>j-4dw
z<tbmeLb{3*744cRLFxCRzbLj=LG15E(DX#H56U|o_az&dltPfR?&-W<=zbhb0l9uE
zYR*WBp4lEiQR0xv<(lrDA{IN1mv4`(0Q*JAoe9sOx0Y63<v|yFW-_nJ7Ec22E~HKb
zdESqn6`{d-REr;qeD?Kp4-6t5cmqh=UeO+r(!OP%+15LfP4VhJ*f`6>EZ`8ZG^i}P
z3lveSr9is%%y3OxD@yX3hFJ-HY4#Se$V;w(2PwnKs|SaUV53|LLJALkQ?y{G-g75>
z)x}h!T=ELD%vTKHG(`i^@#*X;8Y#hpUMh;)b8+<l;^^$-ncn~ZFR5JQB8|#b=~&rj
zbTM)iG085B*;Q=h=%j2+t&BKlDjCHgv`vwVv1^9Ju#&EHK}x$)lP;)}%~9u+9VZ><
z^V|3L&u+K<vD<rB@7L@7eq7w2v$HC%9q-;WuKs?g;j(<Yei+O;(cD#r2t);HYe{v{
zQX1#UO`d8lD$o;?Rry*ly-YDlD-<748+1*^H3#;|N@&6S1QVovQ+($Js^}hy5W*$M
z{ez>><-74D&?`z>ci#xpVF#d4bk}mx@(6oeEeRgc*wM~*eXR&hiQXqG9>A)I5g5rJ
zGVx#!2$>*k5$9jCM_1ta*5oQu3$o+q7`~1hB@v@K3S{Nw82zf3>W!N8bH|8d@iefV
zP%aS&+nRE&iF74~8WLxBtQ+3NW!?2Z|1DVaOWrR_RqMt@KjNN?%=E~M>dZYGB|j6S
zrtp&2>Ah${HwAaWPu&K@EK|wEr+<yA0sS{envh>J&I2=VzHJLI0q<`e6Rqw8!FlU+
z##T4{>0J6}<bA?Q_xvXyuj;d?0i0sk)dN9?THTlhX7V&WavB~SdG_~vRQi3nxJ*j1
z7vt1Y^2;nC$hcHC^rv1~DG*3HzdAZp<GSaSRT_?oDUjM$meoc#v@imnlm>#iy1VfS
zqbq2D=?kYS20{jUYugU5tTBSJ+trG$u~YnqiMC~bXtSHI8IQWrt{n>=8O;4YuzM0x
zbIZsHnpgpq-Y=Y3u09O4wt*uM*Q==g)yMR=KmQu_XRa0F<N-=Nd8%GQM(KKj1&R^a
zsPv)pndw_)*3_n1zO{c_5Ws*Uyu%g!`Pb~A^n2>`!}hK5k^{t^m?2^s5f8)ge6L8P
zdB027Z|!(4j4Z=ZUxL4JCL+4yp5QgesaL=uHV2r2MmhvztGm0oP<y82jx~~**{jQs
zAWwvIK|hrBn&`38fzaCFMWrq~r#y^{Nm`sW+i@cg_ykRN4=TUDmUyeD@565TN)NI|
z><*+sdK^bunY!9sjeqr<h%}D;Jru-HNXx7<J9|pV^i6oSw>5)%O{c2A^`HI8N3hLP
zh1|tOJ=pCis8%9x6A45)id!WyEp%f|<wz{in9q&c(kRCBhuC|QB}CQO^X_%#)9)S>
zdjHjd405}aFj~+mB^i4-^Yet?24$MvQe|mqV6ilN(O>pKgYk6vVYN!7@~2)AQUP;a
z8&DKiLiZ<a{>&ksO#1c?!$yc2pP5&VQJ#7GDSOx3b9+>PI}S>f#$fGt(;#L4`~=_q
z)mI|PqhCreL0#Mt-YXn_q!7*9OkoEhKxYrMf!iiAvN+zqo_qC|fqT9G<1azSKTbC)
zcPJZV@<`Ij1bIfJte|hRNOTdc0)6`hnWo)kSb90IHN1Ju*B9+=!=M}dwj;!;saZ9i
zwSbD5VYfol7RX2$Jl1Rk+!_ttoh1|6=6(*)_DJ@~a;VkQG2J}PY#GCGcS2RHNH$~4
z&xcL#;~4XEnm=IHGMP}rh&0#q^QXPoXGY`0SHeSF<NdCYKsGsfzc3us3aTTf%cJNn
zE>C+}Jhu|uC~l%l9ZHH2B>V8u2$7g?3kAU-w>&*6Z4fui1HDGu2R~~E6epi@X#SXS
z@?_4gzp`HNIz7v8uQC38{+a+_r77r4KD2fr<Pv%z=rRM{K7Vo2jO1vWJy^fF(fa#{
z#9_~d+4(EDw~Qzocx@hvCDOczM%y_q_AEOp;FWG*a2AoC8K(NffR{~E{~h${#+C+o
zWQpYYXY(`~T>rjd-&!#OnX1be`sHHS*HVZ>=kN8g#nsLNO&AF`36NgIX!=S>Uk0|_
zyTG)jw{sf?6RYo)o|0QwW$$@J50@4+eOrFJq@ZA@`nC!ZT-fa|wGmUfVWM-sEL%ob
z#BnRU@+((VZ|!Zvy4}sR&^J)}>xQKO4g10J>^JW==A8aietqH0I>*yRLV<s0_dDy7
z<lIkR$EsCnd+<UDt$rxj<N`f`&dA(OP~Hz>2YUzjJSRTCnUwzTC|fDIaJ@Vv?4WPZ
zR4v&fB7%~EzF-IUh{hps@Hz%0@<J6DeIDlu1V_Xa{u!N{`o~t^YuMn~)O3`tNNMR6
z9*<xwdoXFu*z~W#A*dvT5W?C&Cb2{8!LQ1*FjD~DHHO)bUR<}RxF*Tqo@Qwp9W}0r
zsaAn;G3rcwQ_u($kAn^E^y6=Ko`8DqAavQ5mdcDFe+yf0?EhUFzn~fG(n6sjDjt<A
z{K*?6rj~AxEq2E_74<KiM$(qIwf(4hM|pSb*6Y3+MbhUQbc)s$;X;Se>M)U++}#Ko
z#epw`{!XZ&j@)%7%!TMYkIG2HIzTmhLtk@?R3_3irsd~T_$_D?sJ%m#ZgjmXlU}w_
zQ%!EgV3Y0bujO2P`W#_g#35)vg6DyxDZ112##6I-+<aS{hH7Z=lX@p7`%*tnv|%F;
z3(%508XSQezQ6z#siCMqhnuPpn~1bxBOuwzf(s-9?)YM>lk5_aHeR)7!RUt$4Sm;`
z;+=8Cgi#=d?oc~KDaW@GG<d21B{Zr5UX%1SKMKnHrCgyW)ZpVpMt@#%u1avCX@>w?
zo6Y*rW4iefhsR*=36;m4-`O!TcgJjGIs^eLi73Typ!*%arxR!wtPYgc8d)LD7rF%T
zx<CnQs*4{06#GhtLS4{w;w}i|nJxf}FM>^<J{9Oy=MOZPtObF$gd3Z=LDgp^Sg@c5
z#}$am14_B)v8FP*uNv|}I**LQZJivsxAf`|5yX!&q)4)>D;krFU?>!cL@H8FCE{sl
zD%BjjNv5O8lVV?#XWJs|P6TRhr^)hWAEi~qTHaJq**zH39puD=FIEbm+K^^k(+dO`
z+=7scR5MJruqXaNKUNKab5LF)^4N41*9YhT5y*Y*a08obY_Z%H+1(BEM>V<Q4uHid
z&f>C$GadNxfK{RJu870xqWS8szvAcb2mKH|6_U|1(OSWt;N|5{_2Jeca55SZ^pUrQ
za4`3C=3)dFWRt4w?&k4aEj<d#5AyL+>XeAIp?-G{!P6yOoS~LR&cQw$X~ZPP8cz@1
z6s@Jie79u^0T&Ym>k{I5I@O~+i9Wrmx0DQA>E6SFU?=yJnoMczilF9h*K-%_g_)H-
z{AXC9Emf~!+T;6@@+%s8Y(;H9?IbDh!%ApWFVT@}D@$eN)A8axv&?yOB`03iex-QU
zkRfrwN5%g#bp74ug606vUr(0O`xKfQck%?IXO%k{fa?xEr(t^|4Imt08LC=p29{&~
zsWUlh`jRDi4_{*~lwV7kLsnv8C^|8IThW;-K6k@cS}`oXcMX@8{`beK=8`i^(QU@V
zfo*C&JwNK9>y#ce&+By+Hr1@t9#jl0nWgKSw@SCX@})0><+D~^i5t_yu>}S(9*55_
zp3ExFpCrhK<VRwB9KJ7PyciuV+Ek!u7b@JOGO2{d1=F~_DGZ&Vj;!RA=1k(wA#f$+
zd#T?0*uHChhK9m6q&fs~0##Fn@tGjiB>WYHcKjx9>;n$>HLHsq+>29HD&kd^)h=m2
z_dIKtehEG5q#{KmNio|dRt&8J^tkv1xpq26lR55@^rE0rf2lCIc_d5mxT1K{+@Y{W
z9hPbWW4VP=P*`<-1S%^U#}C?NmGGm_%ucm#m1n9;5<%S=8ME1S(eAu?!JlfxJkH~W
zb?TjKoQspP>Wg;!JBY7R@0Q8{#g$OoJeTvwfe*BHG`|133yfyo*!tDL)qE;*oVWM}
zSBFlgCg)5-rEiNTy}2RIC5;ggDBCu(|D1v=KrqrX2d$hgV($bd3s}M(-ry{L8ce&>
zpwd_fn&iE2X5hH$?h>@{dMqIx%exA%EZ@3+`MHm`xBvXpjwgdu;5vD4OZ|`IUhN(G
zCEV<5h{@%#@p4NfZr1*UC;g}5ySUnD%X?fq+{@%2phl9n{njyNhJz3d&MPL&26Pws
zS>r1@Mb2U@l1^WGzj;V^XX#4+QG^C8{m+CNVOkr^_yHoWpR_zHh|Q(WoErCG1~+hP
z3%D&(1Q_LkqpR*g1O-Coy!@7W4)*%$|1T`{I`{Ysx&PN#x*m(;nEh-W7$8(6q|O6}
zyjg(`(<!p|j?A;;MX}?9xsYGJAF`t(=wgCs@!+h%CQsOBj$^P$l~eUcY`%pa{z1M&
zw0KF=?hm=ZTF97C>(#!qG;oSQAaap4iPCQhSt|AtT%@>Wq-_$Y6*8GoKZpUjFyn5K
zjB_tB;L2}O*5CE^qu>Nl7T+;ctHORSZ56>r=N~&LMsXKEEy9g&se}uWQ+!!T68`kt
zR+?1gPW>c>uzEo>BJK^+Fh7yQF`>%tTQ*pn8SlUGXU^)St9A*7bq_Ck9CGlJBjXKD
zoK4x@)>hs&^sPc06zY5&PKOirNf|@XAt_1%mPI#JVHYsqQbRcN_+3rs6z{feF(JvT
zxr}8c2N6d9xkN0b`$o=f?%`EWC5ogut)Ko_Y(>4IfW(qi1ddZpuq?}n2d2jxKpWaw
zY&_IjxP>Ff<ZB4W_)&LJx4uj~37#bXR8d3}zE^nrB4QkTEsk$s?n2%O6JB3V%B-Rx
z<G)?#*MA#$`mtZX|Nf8`{n;3JQ6m*aVOaPMP^}x7>>BnL?h8*OnV$=5Xeh0^82_|1
zAM8fUr{&yD5Q?cB@9w9ffjH&JBeA$8uadnk9jiRiyJpPEK=<d78Ng+!gwY+gI^mVB
zOPOCK*}%hLGOkpsQO-(pb+~a5d96X1j=f}*9vd+BwRdwYaS@A$ml6`vE@%C=zq70!
zRdGGGy_Mh5BvG|e!3U4DVq}Lzyymm-p%KH;)Y&c4n)N$gM#TpRL>}Oz26MwsziRAW
z@fB1u)H6m!%g<>W$6$6cEx_WKg68_(Tg?1<e?Ow(6UK$MhH&rk)M#pD@vy70KD3~V
zq{8XFv2O%#nY5Eq=K~sbR1X|)T&`Oow4wF@HNoPL#ah%s|D9t^oRW~b$Y||y>57_U
zLrh7Ci%m$s``^1_qxvd77Nw9>&(*#Al*zb8ED;0tlBLy>A9$!`NcQtEnp98y=!7)n
zl<SLKt!kVL;xT_q-Nntxfrn&Z&$OZOZB)*^?6_4t-sQ*<=6*RU)i*B-sKCBF9_T+0
zO2Pw(TdIiCO#dr(C=Z4MY^oNg5wwg`?eI^4X)Ap35;y^sPhjm^u|4X*LS(W51e21n
zUJL})U!H-B%r=l!O0#HaDqda+$Mys}b9~wTc9zSo?>zN>X>-m8_4qm_J^q@=AlUYK
z*7iD)G>6ZB+L(w^I^OiJXs93E!sF-+Zs&+FX8WE%Xha+dJ1Ev(6XWAUF^Lj=W4v;o
z>3Q=;bFu7Xp%4P1rlZe`z2B?)ilm|bE<2{~9It4ChtMlItsQdRO9MS4PFCY6;TKcp
z^*J8IVf0x=5kz|bQ{DXI6v_1YVhv?}B9i}b?`5_rWIPhJk}wrn8ga%g(Z@%BWc1|y
zpkGHnH-#=dytuB6qtkBY>V1?Lh>?m;FM@9B?g?fGk*XB{fRO2`47qzgNi=jlg*@V*
zx|T>7HD?(m;v;;`PAqqxxvCa^E=#bOZfl2hDvFu6*aX=~+(`%+Bz;)1Q`<wBPst-w
zrL!3z!wX3pl`VWg$>GD?@*$++>NyGk_C)@^IDx?%J=!!fZxjny0eq@4@65rpXtD5j
zusf9Cjqo+!0cVJPBv3B9%{P1SHPU0WVbbBy)}Nl;nRPJ)h77MXP6)Gi)auT;ta_fB
z<tl&(dz0x|+nP`3Jpia4Z9Aa;QVV#dxK~Q)?$%16@<Ei4h=dcm?<TLT7I9V6IXFw6
zNE2>yJ8oIE5<IZd=(JwMVA?MpY?;e{iWfXi6r(ta^oOg4y`WHC$&<S;<8i~O|FgJZ
z3Vz8_a^`DuUr4?W3PU4a^9?oYbT54o=qHOOP)qx&8(_t&{pc^n&QG&{kLY|lln)4+
zOAhf8wYI0XEpjyez|x0xHbye_bu#b-IVBwI?-pHMR45E;@=;Um2MH4qDY<F-qD{eH
zCQ_OvDuBzfg0IJ_24G%7c@*y%G7<X20$mla>T2#3h$tv5SD59(2ct`8;dRksqp$gn
zI*J;Z*2$GW(8CGq{Jpz4+=>qDVrgX~#;ewY4JJe|5LwQABQVOFjJfe9HtLaEa&b<m
z=Q_t-v9*QTP~2591Rjt33OO=tZE~HpZx>Qg03ix1<}_VF5w&B7zx(a@haT9b+d&91
zf;LD&GqX4Xb}|Fz07|t%U$8}on_s}wFW!aLQXgt?DmaJt`cy@?g?lRZmhmjE+7XSB
zhsTkp`O9K`eH0)gxFM^7TSB9G9xx|H^sn>oom8nYE1($`nCh5Voy97MY07TpiG`;h
zx9RV0!LFx7y{&QT_Er_Aq-D%=;&8Tgj<&g_5w?*Me;5M)Ta^to9f#VudQa(5(mRn!
zsi|?&-^MLBn-Z!w!xJ(ph%0-XSy{Og8IQ*=>;r-%5IhYNDaQeYyEG)P9BJl`yA;C#
zas$&k!pc|h;W~<|YpxKr*Tuzk%!DQqz+OU;As#jPi-{G=M3*-e5~v^<r^!*If6wsS
zAN6HJ(8XVVdHE(G%B4e|fkk0mg&=5)92ve>skhZlvq2ldtf;=Oy)0C`ajjIEBVPb-
zJgH&c4&kbb9C%~A3AmFUr=}~4`1T4tw%Gji1<C?Z?SY6F=E&c{YdG)K!YqZ@nH^MH
zY-r5kfY3IG+2h?ta>^56*cGK2w?!?OFI@_z!Az?`HmHplV5H-jme{X>D3J{3RDvKz
zLisDDO^GIo5q*Jq{foWm%H)Gc|6S+v_m&L}q|q@aFBHh15#M)Dgvl!PNep{SXECqH
zJMM;+WAcaKFV)U~F3t~S$2*<k4FZY0XBFz|EF8;adt3Oza0W8qBZWpLsFr8IS%iKP
zk1xw5Om`EskD(zij!2p5bO-}zBSrFC1*epEydM-!;?1ep-;*<?D{s{#=^6>OB{Njh
z%6!)v5UrZ)9e&3Ogy}a(oGxk1J4Q%lb#)h?*`J$5pUZLGF!`pw)UUk?N-X8kJoB<=
zqAXv^sKrv5nuzKdNEkMIg2^#5E0TH(w`P7}Eomu`+D3t8jgfTCO%l0_<F2@*IiQ`T
zI9}S^oP5ZvSe;MnHCj+G+wQ)h#4L8)8ewG>t#ARrdPPPTfJnxn<@4$yWIIYRiEbyZ
z?qxNjM~Pc%+b@0Q#Ef^>%5pYF1)?7x-ZOISJVW&8nt>jd&40}+I}6HtpIz{zLl81c
z&!3Ii0_av8#O~na7dc2TQPBMxD&JiW-ty$+^SQMb-%Q_Vzm^*rt~49Di{R|0UAhl+
zI&?Fx#+7%s4*iKgzKFDA0OU7~PJnme7HcA66e}XWk63kg3p>~11CbD4h?r-Af`^~{
z7f2YH!P>yDf-~V##S7N&WSLk_7jl|qR|2iYtj(`mkgZ~&3{6|<yit@kGTB{;1aC+V
zDfGbmNJCRPC1UA5->O{DWL~#~)5t~HAvSUDo}IdtsEDg$9rXC|$g$R_zuqk|epz7s
z2=fn~qesu;ltkQf{PSz^aAkDm7vq5g(*Lf}^)#KenV0ZFok3v)+^m%iyVVl$yQ92|
zo=f^M#DyBq(tLr&8^E%+%Ac!Ei<dr}^lFYHLlRfB1<;z1v*4CEjqi&VSsTAiDAJHA
zi_9nt<d16yN6<42<E~^BMN04aZ!~L1j}Q_HCX`J`#n_2sAoD}hVl2Qn=q;+0Xpo$#
zu_SOeah#o-_?3rVIq>^emtFH4|GCm@yke&RNRMtk#jgk^j+Ex`yQU5@N{dx$PW!!v
zLW6eMeIXr`eo~sw*u|?|P~BT?h0D+Wy!6f%Mku&;{8fo@U>Tk;T7n5hw|7>3mkZVg
z$^3(=ALqE|jxp&9V-lS<&k>P2Rhl=l38r0yZ4Fg3-PRT~NW2Dv`t6wt-Oo|oy~2DK
zI~n~4p}oda6h)?xlWkUDd~0*hR=PgM^;IP8e7`&)DA{X~(*JH9u~xx9sNW!K%NssY
zO49mbv$)*i%7+w!d@*|tWX7E`gH$%C@cPk~cK)*%AWuI(fg(Pi-AJTXijz$BCqE{D
zjOaAQCX3=K@D?G2^P5hgEX~c3P?%AKcc1%r<Aza%xMUP<D5M4i0Xb%0fRj%DTFb%&
zLdhFjo5Y$I))M+~NKNZ{YO3*Q0)2jWBp$H{PJhL4>1M_HU)FZs&5&lKmq)Fg_X2<N
zxt?{SvtW#}d*6unAEjxTu1=ipKc#lSteQH!ZS*r6Ot9F&8?XKziF+FgUb+lH?z@87
zkR{OU#ZK_~3x~JIOw5J-G3nT+RQ??E0&`Dp#>HNvZYJI#d<b}*;Uexbh1xv}T|nhO
zeA!`EgNYGlgidRGG<-4&j{zzg+eG{(Oaxkn34{cIuOhTJCpXWmZ)*hv#;Qo9=Pq(t
zbjD0w+mUL1_Dr6R=FxKGR*wuNrbNnjr6j14bVp@!Lgh>QsH;n!9_}x@`W^fZExiu>
ztG)AukokTUr(3NO9;}tUK^NBhpK+NPp(}fCHVGuKk*r`R!WR|KouLUC-ie5J0Wf`;
z%Mke$e8(-e*e=&G1B<&=WAOgFHa;N%;cZ*C+1ooA2?mBMEbpo;u{fb~WuYqxS5X6a
zuNcI71AF|D^bGp=vSY%II60Up2+ki@RZgJDN%_+s=P4)EtE4Q8$MwrQb8|Xv_N<K5
zf4duyF|$tGUhhD7PFQECldUXNH1w=y%kM7+_}6DdGHqtKokFHUUx!=FKQndiw~*pG
zi9NyX=oz%x%rR2~2DW{1Pr;3KPDm-K2rN!j(G#Q}JaSp3((3v|=>{42byO&k{8E@Y
zT(TA&fiSU{@LH+^2sWRct##?SxIU}4x_+^QGl79p`8$vO*!M%`a-Xszu_qh6f7t!z
zli$a>!PA?|gaoc!aAwM|o=H2z<A3y|D_*5YL>$q7pH@kJ+M{s3!^CyE12+X3H6u?$
zMzZg<1uxISUnh;E<CIED6b<Zu*(S0SI93@gLnaa^QO5<W2UR3rls-%NK=r4<-^aA0
zL{l~60z{$e&?OQO3+dc+$_=eC(0W#K1X3i*d@U=q#7!Y{*xEgvmu(G{Cl=LMg;pba
zJTQIG&&E=B!hN%&zobJ%TZPt8naj|~q}rp^)7>rxR(9YY1s|g94^bOM((iH#a5(=G
zl87ep>d8`B!YS|f(~HetPiEa-eLCpw>MHkG8;>NR^2j(!Omk<60q1a&U@u2}GmgY|
zD^8$h&2zIC<AU`Zw&fRR-1T3V_7}+yhrMo;6!1+i{Hb%a)hZ)e1b26_50r*R%eKdU
zFLQ8xbE5E?Jt|+ybEZt$ZDX9+xTkF0agSYF`yR~(j>H{l=zGv7ii>WZkT+typT%o#
z=uE@9H|Uu8pypMPN42;^fY~#*&s*Ch0+Gi-p1w9KR;++PaIa?V;3~MKvpW`x(~t^_
zgs-&BWB!YuTcgJ^E(;hjwK+Yb*))@%H#GYuS7RU_@az7@{7;PK?;oSK7b6%{yg4(#
z5a4dTk#r<#gPg}-NhjfzY+wZZT2^Uk+9Zpbb~zhp&7{H4hd0<3s9U!8IsD=^_D9y>
z$q#cMP6;XjD6}LqJGfoQ=2RC!BRbvbLu{o$sCbMxrb)n;QQLdh#OrB1+{new?-)&s
zMobwER&5M70O_FcRcmZl$yXr1UFv2eDr;*?bLKyq0<T5J^n$4dS#n#lJJG?ciCo9T
zPNFER_ZRgc8{)_m1Nnn*osUmnHy^mkd`Skuxg)k%7#S+w1Y)~CGy)X&gkV(}wBWwH
z8u56kqjA@@oYJ4bLl6^8bGvdKLA(whGlsJ)<PH3&{2;ej<6ZoQ?D9n#8WFJz;G0_7
zk-Vs1405XN#?#!0-V(;JC~>LQ-Ni*ot{jmu1e)E(#rZ$NJYW|k!V*7P!ilN{YCYbL
z$(1_zH;8I`*lVh_#2-3Tx6WPvZO=4q5MKUISzFjJneybO-V4Ft_UR`gA9?#go0~ZD
zO-}ih)@;kwM;vNA^Xz)=ozRWV{q+F6&gm_S>D8+Bmx3ez>onLxz^r3JOmMH}kAG#3
zyHx$SC8S|P$lS5ddJ<RU8L(e;ux8;*U<i1l(%3T^(%z|)e2*>8SX!}mhOis6&@Gt%
z5j#zVuVF`41aXT%_e(0BjPOSeo1p&le!xh%_k)S!E1m>%+AXWAuk1ADj{-$Y(Wo(U
zhRQL&4E$})j1=Oy0wTz#p$gyg5!iSuyA#vKuut2LU6i)K<k|fKG4dqp`8q?ZRE~7Z
zPtf8*5WYk@_(dSdihq(+q656}WPzFfQ}xmu;r-BrS<^NwmwT)EOC3s}s7ZF<IE5%}
z;A4gD?c7wt1-x+FQB;j&{*;gLF$2B4Md~p>;dyHD2PoTj6HKr4ml0!?o<BbL@2wUd
zwh)cSU>2VfpRH_gi81Ogw3=Y|mp%-H8?ws{0oTW#o)<&9_4y@uiSgssq%O7D`Fr5C
zho%2}sCgK!q1al3fi`5NhVw)SA!EnLXEuQ%x-Fxza7*Pr4%xm*7z<MC4#KaXDEpk&
zjJ?gv$Zbnb#q1pGv*>St_!$gGt~QYdut~NupKGyq6AcKwA8@lUgUlhi!~%dI%XAF^
zh066k_lfmR>=HAT1W!dVjd@sKvZY50eY~>DFjDVl+5AQN%6guYb?DzOf7Lk5Znobs
zah{bS6Q{=X>L!kDk;f9j;q#Ya^PhuiEDNa86Ia?VhY9|@iKBy=4<?R@<wHViBhEb<
zr*Uo&_BH93`7oh06wXSTx~XBaM-iyW$&$xztm=B-6kO@_4#}_y<Adp7`?liYu^!mV
zeGNEaH|TRBwCl{Pbs-c7w2^9)=L_=98;?8-njd-HQZB#U^tB|%W5@T$LCYT;FYBEF
zQ!^UWufKPJFEi-DYm@gWk58wfu$YWv{rkEn1khfMp8Lgz>($@`0zVha<TStM%5DG<
zby6hP@f5;tAvnE1)~pqoc&d@KuW?4Ju(hd9MeXL0h+v-GB*Stf++9Fw#H^<+4#&QG
z*H!5Kw8}o@&y;5U<opEXX|{L9ynY`u_*T`IAoC~1atcF!TXXkSD9ewP7j(Sz0vStY
z+Jf^OxUR3##On>m)KG4IDZ_!=p>^n-^}3A0gHMHY@5%wEUuhSZYh&MsfP0N54OL%H
z(XQ4F#Hv@t(-+IPrEBR}T41^qAA{R7%CfhQ%zmuh*eVXGQy^Hn;d^nx<C2$Y&oH#i
zKGh>5^=Y+bZIY!x!jY{g?-RrZq@H@Ps`Ai-_pf4NUxkG%{WqBO!=}k&VuUgq7tieX
zW@h}XlY!V39Ql{&Ot`BBaX0<PFF{RRX6(eznqL|pUI;NZFk_`qHh9<`rndf;j|-us
z*()wtJVRNS8!EzmlK1;d<dPNk8wuX<2sc)um3yJ}5$hkVDC}n!H~#iRXzPwyy-rlL
zWkj2DICyGIZNnI!oI&?ENLO#Gb|&?DGVJ-*_%bXUAed^PKk%eDWS6+bqm-@_qjin-
zj<6os*Nlxjv$}h_zt|?hdHU*>=f=E}2C#>gDjCY@Z8^~za>+jMfXLw|b>4xfc5Ps<
zY+z+8H6y({1Ux{w!VD1~L}$<B;x&N3PJVWHteF>Q>y5*1$tbq1*s<?#KDM41lEasX
zSO=Wyqj3R-?uw#Ceg~<ZH;J?l>4mViavvXX{5F>oA}inf?}x+BS{E4IIjp{|A4M-H
zP|3qDW&qP?+AY7yzt|Kyzc%+0?p|xI*0ercYLbQq&Wp$WJGDE`-TS+orCltnbZkpZ
zw4SnGOpDf1&PPWMfa#r61L67+kS|^ig!auuX7%gP7*H%<tSRam7@C7{8c-@-KVC2%
zBmgd=bcvdDG9s2YQL$5I2+)*AWKfhXkLRTzoIr7#Of^HDdbHm#<TQu66wDKk{`UX6
zTl33h_Rb1f3rQ@Y!h|4+T9yt1+Xcu?J26BAc&1S%kcp#k^>olln*RI4@}FD#I;S6f
zKk;e1%o5uF;{4SoSEn-R*J3E86`<y8Gr|XIL$^71;P0z+4`-z!(wf|vpL*Rgo1{Em
zG3o1Y1nY^Kyc^a=D@j>m33WZ<p7>@peuhrEmXe_CDtsWv<J+iNGu``(8}Txll2=B~
z)0e{V|FuW$d};)o+QQK%W!~h<E6o8ry-Ho0=|tiLlbKK`wURBbfxDbg-8Sq9xag7p
zfOL`E+H5Yoc#8~}px(us#J*W?ru~0%X)<~v^OX5wEm#Qr2kGBr)o`^oKSw0<+<yrN
z%cs*Mn&AmyJ70V{E{`w=6k*KKC=l&#h|^a|EB$xKMr24C@qE6pmkwEn_<)u*9civD
zM=zaoVPeJ!idV~2a}*f)mw@)8f1hs_BQMY2L2e-iW`>Qr#~9|bGsJ0_(D;~vh}Z)i
zvZyFBZB}-L{&rb7W;qP@ZkL}lWv^pyS?+h{g_jMiHz&#dGT97-i0bGs4^@36HJjYZ
z%J%?jbCzhBz_em1XZbNge@v-B)lbCDX5WkDM+E`{TV=*H%x3vR(2Lf1q3~1)TcQyQ
zjrZ|_0n|uoRz;PPzfftsIEmBC$Y~krqK<rS?E|-{&6mhysUHZ`d6#y@nf7+sE~BAQ
zqMocwTU-S)+7{s6?Gu+BnWV%9eMM7Z6;mG62O9Ib>C_~E+D5GK_eL7wYC9_+a);06
ze@2(C75vAQsQ)h@vH!0E9yhSZ`tYhHx2UdB6fG(FM@IMdnOh@e47547%jpnC3&h!@
zu?>Zn2*1R&AH}re<zq$%T-f9a@(Tt=IT=VEThF3H#ZFUXMwHN-ny|u$VIN1*GDr8{
zNYI&}kqO!!^UYzPC!WwI(FA(JubDu@rAnjzp_i;x%1T4$Ele`TIRv2`H3+~{2vsrF
z2Bs1y&2A%DX*%!Vg$qu#`IXZv#GanVwuv|+!?-0g(&?74!}$H(FZut?)WO;{yRcs~
zgeXvz(R`qEX)-RAR_rEaiD|Ejz+_?MQ%hV(8l8=$`jRK$S0h2>F?Pt?<BBod8GP$%
z{x~|_2tFX1sBp4IXCzwhfR~LnS1I?ulARC&#dR)_wnSVc{W)K-hpJ(>v4tREAW*IH
zf>u_zKce><E4v9Qv%gs^Z9p*J2iK_1#gTeg8ik_Pf3bpJC=63kzF$W&&}r7(pD}99
z&3l2_ra4$UhlJZA2be5;3Z4tb)$v3@(wQ2=hU0)sV{28XWdE08Ax&b)rWGNbOW>I+
zQSJo8|11F0fzw#VV#$GH#2T0}8|GhHB3Q<xG`E*eLU|^P^FV%k4O-^&oc0^2eh-2F
z!E-kuU;ODwJdML|S&&7091!(%6+wskoHGliX4J)kq;!}}`y6;_c2#LzS}$)ZPCNtZ
z7V5^jMNPM=yIneYx)Qqpk7H}T48EBTdsM%cW3OzHsI{6-@^Nn^Sm*13e(y9=nzv{l
zWlOdFR{zsBuCkHqvKsRH^mfrn^U^m9&}%aQ9uG{Af|AKR(Up)nyEdR5Ix{rxpl}3%
zJ6B$;(~seBB{+5;HzOVDvXPhtt1KY^CaBD)``ul`wuEVKU&h;stUiD+NX7X=W~Hy*
z9aCrNvqm3qZ1z9-`#(<;-`-x>b@<rTd!vhcx7mC8{TuedA@Sf<OQvmm!Y^0XBtAhb
zYq&0RNd5ikA+<r~0ad=0Jnx?K6Eb5>-a2=Y=x0ZKo0>?Sc|Nookk4}0hOn1QRWMXN
zgUMZuSGV&9FM}l6tk~<A<M<$jbT+v|q&^tgLDgVFlO;dmJNAe;M$KK1NS|SMrsmcZ
zF5CiYX8&;|?<FvO%tcPb6{wl6M#1bh`wCd-@0xEpE%FFt0Pvyi(dvsYduMjs0qvM!
z{^WNccVXqP-L4-OZZFG9Jn`2*`;Ve!?W$o&HY;y*H?}ou|5e2dcy?ZYUv&UB2c-~+
zX93;mYNM2+kUd{ma6i$|w2Lq<pxF@;pEL7?x?PbGcxkQe&j$|v&U>kO(JVwqX*C4G
z80+_XS&klcHO~|})8*W09232=84~g7-CsfWfI&k(J9FFg<9QD0%*a!P*zlNm74Rw0
zD9GMz++_6^*qo=_g<bmLvpVceifGm!DyD#ua1OVL?H#oxq`FB^_h`H0(STzQCmlX}
zIeP7BwzWkm30$8tUtgzvzd7NuesbEp5Vj(^HjlmX4fVk~)dbr?AsRO*^`2>I5YL~2
zRTE5MfpLQDS}l-x1yFRRpjUjx@I&x}%PPanh7NlpA)7OcM04h_Mr&#F_v;sMcMapQ
zqIDV}sH;T-ZER0QvY7U;@1IvXm9kg45jU^@hSfq~pRS`OfCAwem7$)>tK_JGmm7Qn
zUd}$d9`kSLUgWcIjSGxo8gQ<PkDE2kyO?ZK@SnpjVs8C4v$!Iq%LIQIZ7&*oo2!u=
zY2<VJ&djh5Dxa_LGyif6=%?qb1M*|6y&qPFMBF%Lf;=_M-3$y3t+X@`J<_6El|tvV
zx!tk2?0w!K<V7WsR>71oSti$rN2D*Kbcf3iI<O+C6jFy?q%c`A<FxEpf`7eINpkW`
zONUU$zQhx*$B-Ei@By*$=BdyBL_ARZOL=Hd4t%|^#%r=%^wDD9-{t?b^@g~bA>nz1
zPfQp<un3We(Gn&fd)F(klOTGTm$@n>GK;?gl1PW_2JZdgYao63V!6G25Fd@Y*Aq~`
zoAlgd%QL*l-Z4GQZ|Nww!FP~a<NljdHFWz{a)C$5X`Ep7Q~&mcdW?Xl&kM9YA-H={
z^o$?-of?lttmK=uM&9`(@1dZd?>ac_bA5OEaFRy1&E(n`qqT!Q#qGj^!Ih|ncBZk$
z(_s$^Ug>spOiXVQ2AL;+DV$Q6TmGdf59u|O+z64eRVbug$RudC$^B(q!6vQR42dML
zK2Q^7M+S)L%-&>FXh=&O1yd}->@d1vetxzcAuO0Q(vHl6-S@>&2v4=~LB`+1h}ur;
zL5Y1iaFNQOQc;u$lszcjj9)W3aiN{lQuuibsSV?PQv;{(n$`F})TU!cOPoHN{`!7H
zUR5UY%&G@T=&9zzVMpc(J+L%3EP`=Fn#F$z*WflJ+g4UNZfOeU2;%LTW_65NW5=&t
zr!#-GOc1a)NwV5|Fp4(+nn7D_j-;!MSC(m$Xt9Q4VQeaZIZrTOe)wOP7zuhgd^SE-
zpJ7~sM+#@=deQhq;~;Xs?7+bmF@?}UGWvJR9!f(A_u7JneL?FPUX4U_Mti_bN(6jh
z-ymse2MZTjHZRqCQ<rrhTMSoRH$<hOJY+bU%uO7%JAeS_o6QX3Y;NF+z0ANjxKr_E
zF&%}1Qz9{NT-8t?>O9yc5fu)`BG1@Z#yDH7Kp^TL4g52BG(odoO`FeYgl8{)Ow5rt
z-cWOIDqLMv1z$v5LUHw!)4Nnh?-CC<Nud$2w}`H^8y7=~p;=d?#CU@02ep`0LYipn
zN(r=0>s@9`uh|Hply4H+;VZa4H3ZbU!Pd`nznyUEbuHGTUNMHe6%%x@xg!4v<;2-y
z-u0tE=C_3V&4TcAS$#A{11mMk1BiUN$`l&9K!tQK!MTfIBUprt>^5<jzO?2BzOb-n
zL!Ka*E%HF@99m0oos0b3d2d$gxK_jMEKbggI(;ft7N`!=PwX_nurk6q^$b9`DIOdx
zsv7H@ArFu1>}Z+AOFqC31R$8biZjjrAiOUZ@D)oy(EH6_Zk=8F@%^^NnX6=j!3dWy
zp?e93cM()6bcj?9ZUs%Se98EDL@%DWe}>``)3xZTI`ZKMYc(~)JbI&_7>_61)9<Dm
zf5tUai?%6dW%aqS83?nB+rW?=jyH0dl4NLvTp*wm+6iQDMN%HLl(X$699baj#Z6@8
zC&&8q#?<!OvJQ%B$xf(;krm!eVkhl>3GH=@tb<yz4hjFTlgPAoE?$>#5b*do;s-74
zGjOGCewF%=K!`yXY}j~o@Y=e06HJS2lWKcHW5#i~?(D+_9X}@=YL~mv*G5Zsr$|+h
z*rur6+<=nA79G0BI*U6R>ZiGJAkKcrV4PUvf^VfFwFZx@7EKFHnjequSZ>hZccWA<
z(_((Ki-ZVsxCpN*vB5BN9T0dVzZROUD*Ys5??SCZ5qM)?Q4&0r=^#f&A~WR2z{{zL
z)xIkSGtF8k^_k3!HhXuQS5Ux}n-NA{#gD;ctZLE%?j(FsU+4YT+_O)^Ti3kI2<%V#
z<>y^-iToYCg#RwZlK`fO)Shvr8rrES%bpA4jfoF3R;1DL9M$*Er=|8NO3adRNx0--
z!+;0rx%Br}OGidCeu^KvNlQZeHnU`McvnwR{GvaRaC3C0Q5MkLaMm8!IZ&|gLRik4
zEjvSpzCZ5#;X)s_#={;I8>s6*W_d&97`7K%F6c8-j*E=&q~pN-mRe6#XzjCqc4vJ0
z`;Kzq@(VB*FWrq61;#hsd|JNG6bhw7{V$EoY1P1wt*#%4Orlo_rBzo0_J|Ca-J7T7
z+;waIsg|67#JxK`<0!I~Vxx5^0>8lI*Se(0R-CAAL4Ze2?gwi)e(I9JOdOZ@hvWKj
z*WrO}!yfx~ocSzSOfq?Goc72RiqIG^)=715WS^6`X0Pw`V+u5A1Kl>GP5xf`nfOU)
z@(FgGEw^~{q$nS{b5r4GSzm%`!L{IURl_XRs9BkNYFF{^@Bh*LWmkCU*OV>Wd#=CE
z-4VQnzUA%yhmVI!{$9U++W*!e?dxXsys`8;K1#SpJa3L$P~WTMPb(A?l=J?jM?<%a
zaAb+1L^=?IuzH?BVz~q|{ddAYzNuTSRom{Df;`{{4>fr!S)s7<&Z5DXkpaM+qP7;{
zeQA%};egxP;g>s)=Q>KBxWoUw@ooNHf#Rbpl>ZPBiJ+7k$nR{x2O`t`gPSeliziUL
zmLfhF$F=c^vcZ?3sURdH!Up$>E?|NpKt|?W-bB=UISu6$!VzXyG)>@_IRfAB5fduc
zQ;rE06Iie@0G7avD{Q!IlhY`&0jFR$H(x^3l60k|Y#k^A{luRuzz3O;{jLhx(4p7N
zp}OE<Ng{kl&8ypcZ|LZa!JVs81j&)~n<9;1Am)D-lW#m7cQi+qgC3A5EH-D-JA<k@
z!`EHj;}{v0>8%61L#WRZMVydF^q;K!`Ngz4I9e7dG0+|4HjqfZC}|zSJVvrLt1OmP
z9{+HIgK&7Crd#DGB28zInucub4*LkvGk7p|SxvI1&z*7zUY6h7a4D`;o>PBc@x_-q
z*=8?2w$h0}J@?p#G6{t><tLL16LG`Ur?SoIn31INiiXyGj3K#vp!a;phYdmjy*SAw
zJwVoD>a+EP9A8OJ<A32R$l(Xb7bU$1nP86hrTa9O{S*;EW5Vp=J!++BF`A(7LK5D-
zx#9{zKL4*!?A4ZtwRN<xJS9?+i@h+r|B%&x=@v8#H(wRBZ4%4l7OB)w2#V7SC@T8b
zn1K1mQ%rH$!d(EV1i|i<KQujwF_pq!pKcMIC1S$#5!JG^&~1VyP|mx8k(EFB-MN0`
z=er;MvAu(PT?b?OqmGpC;4JOM+t9W5h&|~txM3nw9&xaIE!V=I@9oR9rF8}oLU%bk
zi~9s46+tzc7e5u=9sAr?nrj_d7J0a{mLrY$Q|QB1pDt3I>BV7-lzhy4z8ElZED(EE
zt(pa8!@9z^XzjOs9s&Bu1;dwiImO7LHhUmi3WR^NU@rcmE3)Y2f`aEZblI>uq^Apu
zMoV!IpNPmlTg%qHVg2gR_-l|Fr(ctx_o6G_*!L1Ra_cBmIMbK@&c;!=?Jb<-f$%=G
zc2(&L%Kt2O{rRK*>*=RUf+RveTqIqK#E|Y8(vTe|ny=OJWHc6$(~r294JhLu-bRTK
z=PgCtol45q0{vIID<#?$`)eXZo+0dB-xMh$q=hP9O2gj!0Et@rj#z=+Qhh~@{l2C4
zY^iWJVd1s8*gLs1`;)&poTr<;`h(}`f3^gbS?qI9Aiqac25;R}_Tp^1>w{lo_C3t<
z=N_Cc$8VbjppRU+-&biSQ{*Pwpm6c{MAV4Ov!HGffUA*xh~323x>N-|TPXuYYVEOv
zU~!FDtqq$5nKwV`RZ3RP*yqV{^@>lu95enZg-$c!Mzq#3Dx&$n(><?sS*;4%C}Z-H
znSjx?%k*qM&`)vTr|D9-&9?|+?>cZUP9v?XEuAujRmD)mM{eNL_A*6y*>STdr8N&U
zsZJ)>6a5?X<2qpo*_p&>c@FI(O<!P!dX+k>NU9If8j~mf5kAzW@C>if1jr{E&c|Os
z*b7<dV4SXcY!(uZh_J(zE>ClCk^0&&&`9d-Dfc*mcnhmuT(gOJ!@!ASyqm6{_AOzv
z$Vsia7y){<$k?3h3E>wN)-rpV%}J>ImIc5!s$C*Cl%Ow>K&S!f5MBDK-`(g@1Iu+A
z+o<1|4=9>jpWJ^Cot;b2ZJT%+;zUq(m_7P5sKiQfyfq>`v)WwkgNE8sj|wCrfIDsg
zI2`xKD;qKnck2vSh?2&eg}bTCGI0U-El-yyp*~2mVJxEu@NaX4{@&?i7nNnDz|4dL
z?b)&U&a0%7x0FFP`|+?xm!jcQgJc-zb#N(baM1IobW8q}o=V}9IzOz>UYZmGj1w(K
zgqc<)ji?l=ScnkkEpHmKr(PV8Xm%zHxdb||iH{N+WgU_>?Pfj?V;5i`=T25(ou;{v
z<ezIXyC(HadlGAQEbZTnKlY+JCo#L{XMOF=ed-51EP=1%$i1U>aJS?mz?XMy8hXHc
z9v)9W*n&}3s-Fy4r+g|2-RfcQXJL8eBwshm(<7Ik|9jKQYd;3cZ-0EHuY>(KcyaL0
z^v5Kh18z&?+DkF2nb8Crm4Ue;YLf&)Uf(3pGDDVfWaUi_=diOTW4cwT^6r$`nBOkj
zi^jAO4DH*+gy2t&XvubAZ-hvr!77H0pcnaOdPHfnqTZZY04oW~BH`aj(#CjO66hzN
zAY8Yf+-&&5@79K9`2@WqJ6AV5)mYa0?=tkAA$dCRmzlfia1H^7x)X=OcJ^2aZS4+7
z8Y;LhQfOrlbeWYmgfLdK<r(+v>J!&rp7-qS3-FleNO2n)ib^w&9eF8{NhGwYuF;*x
z_L$GApcvi@I1i^je8;|5)zDh$AJtE6kwk1e`lIuq?|;A9hWWHnhW|qi>(TnD`RQIg
zsD?CXL#3XYID-_SD0EPQgR;gpUgd6My)IDM@rJlh3|oQ<;}txTFSX$J+V{X`Sa3g}
zeFwYWS=E>Z`wZ%X9Pe}PerWaEAItin!WZtlAYM?{?MwUrj8*N=xwbqQd2Um~r3SYo
z#ww`;2<%G+f<ZtBKBn)Sm9O^$jY3zQnvScCK<>;oWf1Mew#_1OYGqSmGa@x>6@k#K
zEMenEPUPbXjaMTP$kmEMA@>JTZ{_H6Emv-UnTTADrl6@ct6J2fB+<a@g?Ns}T+xx)
zhn5Z(t@L0i!PvJr>Sbz3=7tJ-!PNU-?0ULx-1Tj`sYc~N9g(k<CyWNwY+BSNxk5Kf
zLwTXB8Q=)?D0>ATS#{3_ly)q8hX5488F_4~P2xWzt`=&P5h%h-=7X9zJ6wdR5Kx*a
zbl|Sg?6{4xEv!cmK@uu>mu6r_rCF#_75yrfriNSUQ;&I%JBe_->ZF96=6Y_Wv#{W?
zgHr#7u<765ghSQ1h6Z61xNubdBA?A3NjytOUr%<ymZsbYnZ5}5ywh+!w#ex)l)I{)
zTxF1QVYD^oX*Q2pehq9`uU&RnIM+NC(X!gPqLP9OKi((wYXeBZ*4E+hLY1&uu>>pG
zQcC0E`$@GlHV!uBmLpx=Cp+@$xK}anOT2+k>xBcFuAf3a>V2TTwERuRFPNbYk7eHS
z5z10h|DUQgr}R{_M^u*geq1EG0Bc)`6M42!0*BjK4@=L|jky!*iL@s6s!O;<jbJ5?
zduLm*2bjvOA#i|0Ax+<HGua(#s^ix846rqXRpNf&39mE>r2#Dl+NBYfm2hL(K>slF
zx`X1xf05p<=16LsEFe}~K}6kS*i-P8;U>{?Ot3r71s_vec%X3dhl{qo@m-TtcK5k7
z(5|{Bt2LK`+E$D>#ic#CvOb*KH(|F_8yV2rBG2?b+J03?iwuCSpv%4QudBXS&h<`5
zcNI2lE=fjb!Ag?QSw$rjl!iAsuhkSzIm1cj_jaL@>z-Zr7q;`+Bs=<z6g`PV@C|K&
zJ}y#V#A)Vt4iIE_fQSV`qQh~jDfdeiK_5JKgqcXawTyoRlypG$TwfYmeEM^&U*DH%
zyGMXb5uA{G{Or2$6FnWNrc+ldqF?6v_FR5)I<fCk#&A>{=9<%{zqg%So3U_V?JtPY
zzjmIQ!?<$*zilq3k9SVrS$vLtd8C<(0;lo!mj>xdCKy?Z+*qAv9U1lqU*vS#AD=I*
zS)a-o!)=@1`mvQt99pbe^ZoE(!qVoW3unY4@%l?^S83`jp!bXoy3Y=Go+1R|dJ4UJ
zx<W3>zXz43ArAMo_bjIS6fbIR6T`oqx7*a<R*$Qr_gGme){Wst(vNc`zGnH@hB>v_
z$&);=9h7O+(BR+WW{#DhN>LGr(LgA~$&85jtZC-eyJ#H=+mZW{vzo8<8bP(pUauB0
zOSy~IdNplWf1Wh1CEB8nGHn<2n81rlgIw454&wr@KOr2>M=>?TK*Yn>4U*jF;^RTn
z?S0>tjVE3Da-+=dG_hgYzr^p{-Bm9o)LP<hxRS7ktsH_+NFqAusOuN-GQZ&B7B$LH
zS=9KED~VepO@qA?an%cFxS(-2xu`AmHYu{8aZ*{Ss;=yahp?uutNQ3x%QGonvRX5n
zUC$f)98a%Vm54}44o_F;OHg+k(P=g}&URTZqZddIJDS7GV`!gHP5+D`vzt(p&-DbZ
zKqeFxHbpPL{T^|v#Q6PKm1@l;jWk=I(qHSD7}9bPC)D4abiqIfOuNy|>qzc7QjCr1
zAYd-g==c((vA6}Mb>|bezB(Yx*eh4#_p43RgN^axy<%duU|`=DFN)c30GN8>(b%uC
z-2y2!?X_Y}QC08nL4BXC?#z9AZ@lVpdc$R(`fGXR#s5+ZEFX-YmQCGWEDJmGa^GB7
z>*7H91~(3D*f2>IEcyfeU6VS*a`JE-uKLerz^6_#N+en|Ma~2IJH5q%GGz{mFW~>)
z*1Em{6>uA)OgPRNw)nZrQ$jnx+Lh}x+hc<}@YThey7IATl6iXq6Fl4MQ>;faXoeNE
zW!ARwAQXyg`FQR2?EoP90AiC9yPeS81a~5Zn;m-quG;BL{;MSKWoR7!{>YY$l&yXq
zp=IeOZme|;0Jj>!tqqzaz#ke7!L4P%7M1K@FDA5KTR=erOUd9Z6N$VRE#g#O)5_XR
ztFyMUVWqLgI7>SyZ<R1&HALdAX%o>wGF+dxKroxWDL2ifG!XuZhl7qp>>435wT{=t
z_(d4Z6rc$!-hf}C37aDvcE!A8e54V^<`d%`Wac1T4Onvk++JH>bI-okjS;uMHhE{9
z2tV4+|2RoxB}1~cfm|DZNgy!^Vk|pYzg0E~S?%rgrmmNIWZ>z6S>gGk?_AGQ%G-if
z!yXZ~==1ULF~Jo(cy$_hrOT%C!2|y|b+P$K1JD-r&^#UxiL3;aI8zwF$loK+renco
zqDzJUn^t~KaaD2leKo1GXVEmO)dbh-hQkpjs^0uRj?O)t>Hq)#DCLkt8WkyuvN4sA
zlwv40V|H-ZP%3599Lg#yB{@aPVVe*cJ2RwhB&n1X9kc_PLq%fq*3nW*pWo~I^UwZs
z?Q*$Z&)4(uxZiKLP@_HB*`|}8!(^X0gTvn8#u9GO>FYs<3y>#E8q2vk?5N3e^dp$G
z9y885e{d{^XT^=TD3OAGC-d4SxRd%R&xUU~8XnuF?5_G;;Ob-_9|?<Ap#x$0(rhgs
z2YUlpSD2511K#2&jpz7DAFlqtL6`xJCCRL%!LR7U8SF+gJvi`TWe$d`_e9|!d2ZZA
zWi5ODpStOR>%Ut_zfm_IemarFVCE}ZDVzHYh>s(~x^;aM@H|;i1SfV1ymvVO6asRl
zDWYuq&8)^Ms3gl>Cg8=2OlewDuhr|x;1etdJ9otAZ}XH7db~+bS@?XMsNHRK39U7(
zMmglmwy#5pCC~JYga#P4M9M;3((|*!;=HyA|Fk5SGCaGCFwea7?9Dn^G9XK&osMK8
z+b4p(lRa~2VGh8kC^$bntUYeCu;hnNz7ozg%NQR93yzh~$JCzVLu~V(s??y&vdb4r
z3matAY9`Hf;>8|WQcYXe2ss|{^4aep!j*s&El@R!qK6$jl7m0>8a6igp#5tOOOgx9
zoK9)Z^lgv;MobBomi1tsqGg?PGnr#$o#<Yc0Sl97^xOA?xNBfTPI8y#p%kLauM>NG
z<{n>hRbzl0f<%0c#;B5%CVVM5I(B&H+cP?Umu+3Pf5j4_$IXv{9oJ*KmnQfAJ-g(c
z+&yPy6y5!e;gP>olqBZVfZ<&Kgiwft70C*PPoQFcz)6cYFav`y15LP!8V#MJR&&Ey
zgF?A!=!Ub?n#J9eW$7US4U{ZRMx(?0{f{?4t}O`MB>8hgRN13!BnO2mIP5$v+3kq1
z$K=h-GbtiDmE1DiXe_?xki_>Qp{{6s;WhWUK+AUA+9S^LSGKpl<#JAQm`dul_bhJ8
zRMaur-tn;c(F%P2T4223ybu_GF9GpUwC5B>6Z#HpG8!QQw5fc)#gBUSp|%z=KgXaC
zxf;Y4cDokK*}O{LS4)aPRzDW|2D5A|9Cr}y2rdfC(qZFNg@e1$&x}~MPL^5jY$pl8
z7eou1h1*><4T|N1*i1G`fwo5g`BS*rsCW7&FH2Z8*RvGfE(QlIm%_v7ZOaqcdHej|
z(S<Tv$U)=L^z=7K%ga3G#So)649LO5?C!f<)b6M<uylr;<F*A{#z)KQ2b1Me49+bO
zD{5)ytUp<mE%xUU;MRehxbg8=#}u6QiO3_un!Z_EcuA=VQx0GC{ZRxKEx70(i|im7
zbRIx|H|sSsuy;Hp<0nFN9^y%++BS24S<WrD*f_%zoMOEO^5?n;dM8`Ht$7L)%nae@
zESfL7zi<C7;cMk;>)+^7pVRjr9-7zsx};;W@_6}eBps98jR<KkDKTSg@HH^B-&QM@
zDU35b+e=j}x+$#04A$t{do(;uCf(zhxjxdzl5FPYIZnl*!8{~x4L_Nue_$-~H=GgH
zSVTu}ZBx0~tEp#H_qX~xVe$`Hz!ox<f7qUD5ru2;RcYj1GO4MUuMH--Rb<xJ$M6uJ
zo24Ydn6NR{4W|!i4X;x58+gdzI;^!I4#8m|k%z&d7(55#?;nnOw8!oCv7OHt|1I(D
z^QdmRzGZbmuaP}IJ3&NjsF6K}r$BfEf^wN@bw-QX_&Q8Iq8r)(m0Z4WJa=b+yY7TD
z9ck|6xgJgNw9Ib#jz>5xs^GjpqFAUtqr2;9i&D;7h0^R0OfxD@Vpm=xbE7q0n@5r*
z%BoW`SXsaHkWk?rj)*TFV1t-0n>U}$$UJg(*}v^pgzlz9<25<`q>~F?mv>u`w+jBA
zKdV}6P(g*CMqR?rC^HXI%vUh;<5Vh+J~_xMgugxJyE;0R|4`$}Bg%r!^3oOjr$Ysg
zB>r}9<nFaOV|daigd{XjIi%3syEh4Ccl)Pal#PZ4{$39+3TwEq-QB%o?$!Q75o<f%
z|Jio9hq!ypW~B1hCHIX}d-R?+ov2)_1b%d0r2pL7eR#ORjdpc=KqDKpO&Yei8;nPg
zU>KhB?VgoV_Vus1)-HhtPgamBvaNl^G>QU?3u#5mn)*8@R~3-NY;j~T(xp<nf>D)H
zrpiS)yRuy*^6Zt}_4KX4ZYX6cnw-IEQI4Sd`*F|6c12l&RSKz=-R4go4F}Ux^NxxJ
zM~A5CN8iY7-{Jaetxk)b^2>CJ06OvdbR-uDkei`HEYBgV3bp%u5>BSO<QDwuAe?=n
zv*j1Tt|xCtL0;u+=p?^;ArSwb=PC<ww^`bYkJTftS(;U&L!~v{;C;i$eN)v$tf((V
zWB*CL7*5A_nXyH9BQb9NSeHE8d^3k0LbDhl2NLDbaO_3CbP_?Wt&a+fdm_aWvoltq
z%vz*lhwm~5G`k|a@k?me*k14wo)35126y{+E^d374^MYF8C;sqk!EIrz=4kT-R2G1
zO+u1>IQ(+55|ud|Z|{|!fX%Fg0_nhu@>>|Wcf1IF;6Tk<wFdsN%y-i6Jd^)B`&D&n
zZ3R=%gn|{U@|)BlM(Ohn%_<lqi#G&A?@fGe|3reePiq#7V2`{%-NFn($N-!R{ExIC
z8!e*p4~%VMWei_D!wq`otciYPwdwHR5FKdm$cg?uZcVm^@8bi8&aoVz56A61s3mxB
zAN+!}3>!w<RAb*YLE-bO1cc}DdWXvwxLE2l1a{gHJ7@1_4zcvRRy1+N5feXyKSaMb
zpCj*kW-OVBkNpWJV&re&Ytw;P`()jB`>r2ML$&>&+#(9aQCsvCkmFidshON=60;3u
zpzYiumfZevka={8O%bc;=*GGe&?oFbjICojfW>6y$mtDB<Sg)$wj8bSmuTSr=A-+(
zb+u=qo{U5foL3r5+8XhD<_2FP9U=o9iEg?gcXh=kW&+n)2KHubptM+!Nning9Rip7
z8so{4j;}<?Xfv2#ee%OxGdkGNlz<9yh_);EMz(o^tkJ(Z^7BP^_r2ooiA3wdBV(~^
zEh`Q<kPOXJ6;~-TF{%rK#~Jz3#B<~U6(yf2zxU515)m30^O^&MP^_LsyB%Qt!0o|j
zXJp$kz2JCInf@uEK0I8WmC-yzjw7ObhaC-w)`llm`_g)A(pI*00%ft;v57r_A$vsb
z(vcMMoq-5q0=j4rpMP^s8nlV;%TEVe`vuxP+VL<e#t~H?ZRkk?M7lbhG&Q5#mu$0q
z42GI%gc{|pKL|6+Dx-B~8Rul0VXJM%m|?lme9Z{vbB%jzl`5@YrwGMr|B4@`h~0;X
zpL%1CN-~xG-Ua9uQ<NthUc`s85o&KVMmiNp(cfFU&`)O@gP~<+Y}X-w{ORiRLJk;*
z{g6mS4ZngGSzK3UwRjgFV?Tkml$rFdgYw<K)DN`{Z*4c-rd~@i_I&JyWTFMs%!SD0
z1E1T7)!g%T&-S&Xizx?Q*j)n)1JUvtngmqqON30ru*aEuYZ)KlJ~rk;#P0)WT4I9e
z*&H1^#c4kl1<WTLRm6G=Hal9EVZ9X#72R<59CdujGR}tHF+dPpui!ls(!)SeUPxIR
zq$0o?x$vSx5~0Bc82Y+h7Y!Mk{$V;`a#a8Q{Nz>EyV8;_6%t)f$hW=YWU#Q<R`fVS
zTVqjX$!5U`k!Cr4aLl1O{-Az|yyD<J39I9Gy|d#$EOxfG%1FyIET5);_N)s7NmZ8c
zrKU4CJ}{}&RT0C&u)S<xw)sgNS%=t4<=ZRUDY9@&hP)rIyW7n*A5o9EMMa|s$(Wb!
zirr+fAGgw0gR{Z$6=s1Tx|3q-X9U8}xJChnJ@QKGDAyi+KYy<B=AN^E#w(GwPukg7
z*Vn9S&M?JIH%Txhix)lS!FvLNIwUC1hsKfcwa}eD3QdlnS~fk1>NbQ^g&HUa{1$#7
z(vZr2idWmfEDfF8uvxYS=zjCV36TB=_g%jeM@|W^3EbQQ8fnXDup8{Td@HX2Taq_f
z!HkCBD^78S*(BJAD$+L&jF*;5OFA1f*q4BhY*1zhDiFM!Rn)qpCnS2Y=xU2Ag^Om%
zNE+z+Y`4U1bTveNL!R2}{tj-jL2%J`k<>iwfJe+?#K7{qYsgidCKgq=f%cswGz@}2
zMH|`o9vaquvX`z)1IP97M`I1Z0bWS(N4RtX+CD^%=nD8ZvVphL-Q!`Y&cm;i4d)-O
zI&$Um-iPUjLUfcS2d}5@Is5g(&Ol1eV*{io<4>Y)dvuB;hXRg7CA~pF+lqYP;s4B9
z9#rdiKJ*{mFW`zTU;5;G?ajkMCk^am^(Yp{_hHHKhQ=5Lgobj;uMh|XpPQ78!X$9;
zx|3BY@nm+J*mW?HC~lZ@kMcrH`-CGd)Mho<7}uKzwiWS{F^xA2P7YtQ?ZP30+A~-M
z%hUr(K?UiFP;$#RVS|g5r_~Y1TkmzZ%UQt>6I>EH$(>NHGflPSwhl=HXX+G`t}J%2
zM-!4o_h1(>BE4;)uC%vnN&yvlckyp>cegpfo8%Ajz-}OZMUKB$0{t1Wbv=>Xilw8%
z`X9_lp)h8aa8d^TDTS!i{65-@*kC22C)027{QUUo?^)!EZ-5s@d}zf*sd@FqxxN=?
zip`D<FWF>H+_~OZcQ)^D)_UoYs~o^Od`&|Dl#&5qR{9&Qlgqy?d2wOS5yM8lXd5>Q
z18tjmDGI9{PTB+Pt9d>sn01Qlf3^x1MYy5`6hPMALqGF-_V}Wp?tfZoDN6T=MOWqj
zwEl*QHZ0;BA>t4K>%TZ!M)Fz~4ghy+r6VhvhqMPr^#bRH{J26zD$^?vvT?+pCQOtl
zL1yD}OE^Ql=D_TQkgBP$;UMu3*iE46s%O_m)eZ;QjRkLZcG}Sq^XtDYckO;^1sN6I
z*&Aq4oVPvp>40a)iH0Bhwi938=hk7<dV^b~i>t2J-V5eYh)u*EYa*Oi*I*D<ho4UI
z`E-!b$#-T$i!t~?8PMolFk1D6V)Gz0+7~u!HTQWJAsQtK4SLR!6`?EGJB=`%xe-p#
zUOLWYh^;v4f8}bWRYc5@vv!v&gD!WE+8dp&Ro{?J*E`<w4c-eByha6-6)v7*=>c)Z
zPOi^>S0!g;nUo(j{1!E-{x+)4d%W9ti*wr3{>STzBZ}y_gayaN752@4QmK!(Vm*Eq
z$@(tvn-m*Pv51BPBvS&b;jDcH_O6`G_{Cj(^+t5P(<teH!Xc7tBHvhs*-sC{3evs0
zWwO?KDTl-UxlRtU7`4_tJc2X=5+j~4D|sc5(38meLE}YPW$S#QnQT*o(Nw0SU!M+D
zutg?-N5m)Gd_!FC8EjuR9ja~ZpPvJ%un&Z1_|Cm*?|Sc`o9a<x4sBo)QOiGi{%R#0
z6n+>UO6nQBc~szvJjN(tv~vUH{ON=tH_!Aqq%LAbIGTcE$)%p^B^2xjtod`ooSH&&
zW-xVMamr+|=<%pD1+X~u0WYJou@*{)5O~I)VU5Y(UIX;v0UAtRQ=PSxxeHK7rs}$k
zU4JQ}3LG6&qr6jodmaUkZn`D|NZOE6;q=0e0s)iSF3iRG<qPZvZ5Q$_l?+8l#Aixp
zk~E6#t9)AE+cdy0^vQLAh$M5p`$rp+!hP|j_*a+tstUS4*)90aLT^?30$va{<Eq@R
zF6GHO7kqLp`ff-+du6Oz`Rc^P{^WB$t;CJ4ZgS|;p;(_Hh8IB2JZ(ksQRvnWq;rZi
zz;`!F|Ip(LW+;v7_<JyjMoC#owoufOG5j1xqqV(FY0X@xl`#=JP?2hXh~*(mxW=+8
zoDbsvio>=SHxX|RbNGYuc2boIM*5D$jTgtX3@?N+ITiUCvxIga=b3=z2Fo1OkCGyU
zJfi%FD%HqKgWktYpswf4yaIF@7*b<6(WC}MBr}!DY)hn<M1kRBZCTQpYaOK=EWl(1
zH>+-;Qm01C|2y0CWTl+Y;Zf+lw&(EnT{f4l+&r@Ce5Cc%%lW*{`Q_(Mi;f=^Og6^V
z#tF%IT>=#&cH2OaudO?M&yOHV6#;8TN4GxnRNR$1mfT?-j|iMcPS}=%&h|qw#x0y$
z=KFTW+qkFwmJVDdOC~ciXK8K+bnhl5JMtYV0UE3y6z-7qZ1=|=3G|az$qKXd>k{3X
zKgbtr?j;tWaE=uPu9Rc><)4(N?@D4^MH)kwzF-C0o>3j4jRZ1ygS5gI5XYGWOV;5=
zfX$S@xd4R3Vm*IgPdH>Vz=V_p|J`tG$*_;Ux^mTycx0X6W0cRXju-f0|NCFMwq9Qk
zeYFDw4JRcIU__s9M)Ts-$}$aUbYnK+Pi=UZDgiTakgF1$&z{4e<(yV@GKVf9Ri&&D
zRO!S6__WjYV@U`m-fN2>biUP!iwEbg#EzSeG0_jgnEDsklE?`Ap3va@V~eihf@M>W
zyjUZp@ArqC+|gBD`P8K9+LI+0m+9N}=oL=9dz@2zn<Te1hwiU_Ro3K)B`;8qyBV~)
z_Es3+4RVht;#h4z6!bi{?tbR$HW`A42d|8HM&i#PV@i?i`t<u7urW=r-XWsf>o;{l
zDO2kZ`H&+aCtCz;tZMFRM<)<470F$@Mu>)wU#zJte3rNIjn1*b^*_cEI{W0G!TF5n
z*iQ@8@-(rl+Ox>QvohH}kS2tf6?tOmCS|$DTPKWHZ|-sL3~ye0GWMKmwHSFPxC>lW
z)5K8_0R9WbO%GuZ8(<JCBK86;fvSGGJt<8&)vpE_M3P{I22@5QiQno#B!!~}IWmo5
zBSHjUx*>*!9>BP?26)+pxkWrjJ_bjsO%V!EZDcw*{c{!h?(|;mlU0e})-~x)z*~wC
zxt_B@A3bc;M!+NxyQ3iu_d>YPIo0(oNOJ0m{`{4&Kl0D=0rh4sN+9F&qU2Rb<hhqS
z2?u#{QlV_8KZofXD4PbW#`c`umee_=xOF-dcI~!$HFm~<m6AYwnpe+c%B`l8Vfm3w
zz|zY(Ym{50j5$=qxe4oxO&l%&RFcE_<N-NdG7%S;0+4e1B?C9mVRS8)(@JTLUR!Z`
zQ0gfT&fqd{QzR1UIZeynCUooFShgzcCFVjgz+`fSdIkSTNXcfJxJ-Z}eQQhgWxX?<
zUuQmuFni){*I#}urwSzxDWY1Th%3X7rPcn4SHX(%TOI^DGk=|(ym$g5s24P*FSM(<
zGY~Z>Y!QihCCBbzYJmr<@KyMRr9yb9sa+4qZr1(w^B-3FR>4r4Qk@U&$6q2{Rt8rL
zTEihL;g4^f(-5qK!Cb4_vz^j>)22v3Vu1&;jPY|k{E`blmwK<-J-c~F^XCw~+ctG6
zoAsAo*@j&<uXEDubcvSDjYfz7NDO08--#BYj`l+n)tOaU8R~L_Ie8m=d1MIS-~4^H
zW=4?S?NO7#ZfIajD&w?xFKih_Ih7$t-Ib^nEIV!DZq$!|w*)^L7o3<m_i@5^fmxJg
zLrHSTG|{Xv=Z!S$dDfLpS)Na$DX+oga3H5@gxQL5uBJQI#L)e|)UBw<$;lIfO%$>Q
zu5i3H{lJkgSI(DI+w8+OA=v-ZTHbghH1YmNwRx|6`XJ}R75O&eP;LL-NkmjPa;N_h
zy7`v`b1d$X5}ztlHM(#GUwh1;rYnw%W;=opee%$`9l!VCsuRyT09jmj)4`|r|9Leh
zt>1HI|AEhQ3Ff4vP%=j~1XH~sgrF73bJ<{ZT+XyoPJBxdn;jDfbFf9`GugKSf-6HX
z{JOL$0uXSAsZbRMcnK6xySDyvIPwUN=UV`VTl^r~4sEOoaawlGfmd1mEhX{&lH!d{
zhpzlMdD7X*TeR}at%ncq-ncvN+u9>=p|n$u74v{1oI*EUm!ga3Q>@*ExuV7W^iMeH
z;->#_%^T|Yfd)RlbKOtF|81}J3A~*w3Hv~F^!4wykg~IddL@8<m7zrB2V7&@a~|z;
zL6w8o9*g`0x3-;yR~05+_fZrq9MSwIJ{ZCx9lL_PCMSMY*gDh+T?_b3irQb;)ujfn
zBgA7~@J}YPr`Fas@ay_#97LI;J4d2HmZucF6jJJD@qI`gd{Be!eHK=8@H8_kb;tZb
zC0TE^Vz9^X-f6!Jxrhy`&+Yj66g-dmAt0O(2W6*bwLDKl?$p=Mvdlero(`f{w}zpy
zjTyA1myif_rcS1<hz7t~lr)2ZmMF9tXuSO<$}w3OYi*RhY?usw^+wz$_6%;GjKl4}
z)gYOmSP}vVeX@5)_yHF~e8J3yG@M^sZe)GE!htvxn_Ki{>|MHe(<Y`Wip~e;XfCA4
z)6x-K-TCTCf3+)3lOA$C(6MG9s^P*_d)IDUAk#mDAa<}!LpmlZo}MPBWeg_VHR@qm
zw<(8K{dbc3lofrdW`}yK6gDtUfb6}ILIfhqnN$>e*)aT>H3Dv?ZwuC0b@5f8mRW$-
zlgdX`84Cw(y1gJq2+h6^q7(d2E9a5$vJhU%klrySkoUvk?ge8-!T_WJmZh<~AIup+
z$6@@#Ye`02+#3k-H9I6~tX#Mw8ZO8;_!NqP{iwbo6O3@{S!osdQ~{+qpA$Cx!og*n
zTD{@xtkh(D%;QX64|C8erPV5h+?H)m7K%Yo$Wo9{%*q5ANzo^cu)gg;jSnm^ns7;%
z)op6jkG{|}lhtN3R|q^xqODh=gtdpoAL#81ZqJr!U@@AaVI-|Rnp}GeM}xI@EupM`
zAn4cH!q)5_D3+>DV$YVSqk*^<)xg(8WBWuv=kU#PtumBDB>D=;o4^1xBEU!e`+r(z
zOO8z5T5dcNqr9+oPecL*LS|exl1SPYssk^|FY==UowM5|7?n+Gjf>2iRWc>GJ>cTp
zzw<zp#EqIxI6zDdQDEFPS^^<@q~>&80DOplW<QWGHhA5BCzNMXitzrU%!aP#%<fJ#
zKi$sY@=2QOYRk?#f`DZ1?5XiTT^F`UiSvE!(OR9Nt|(iVHnlFTyM5xC2OHXBAvR<4
z_dgA||21XVKBJ!_$IgATw#_wLdwEHjvHPwn-y7BSXTSQzky5+SDmgV%V+55&wVG8J
zPzTf$gH(5&`=o(2hR96`YJK0N_WW!I$DgK|osRP9=Z7!D1;@jr^)nQlaFef0!NaQM
zS{B)!GuKB}a$b^dI&j%6d4eNKGU88$y4>IP$@ttq7d!u^Rm7#_)f)%5FWaZRtNh>6
zf>%>36RlU(Jp1@x>WM!QTKM_<ogSzCRY;RjGm#u;DHZF=1cfXqTZ`q+3fn9W7Lu&}
z<6Q&vQ2NH6Aoj-iGa(=o(WE^|jKg9CCATdv8};wlPul}|%ah?acQH8Bf+Dz`#1Z57
z6H&v@PF`!4+bYj_|9M6nK>f&z`=0S90N+2{S&?6<v0BdVQeHvpT$;9{Wh8a)_d0%y
zOKv}^u*lj-mtYO2VI%3pbDuluzAd2fuqoaKGL5ZIF=`p~d6cl?#>`^OuKR^wO1Fzb
zu3xQuw<`8$1^MR)i^IpvX1UMw)gx&6OU*RfxB_lm;>z#EVWSA!jlQv{Mo1{h&5}Aw
zFnZ$=O&*}nkM2OqANmSCx(Wj1L`YE|AJOZOUXxpX)(s^cPUoyktkfqlr_gvr+(*v{
z7)i;B%U!|OO&nNY21$xoIV0(<(YE^LUMYitG?y=|Y&oY2PPmei<SxcYGO{en)EGdo
zmXLCx)?gKU$x&BU+Z6AC-^U%R5BK<1-S}orxkto9q~Qaq&qB3juV4$UuK}#~%mruz
zCN^T!BZ47J-ZyJD{E`mx%%(Ls5DKs*dM-!TJu^@*EjbogzDn_q{0d%@$*992msAKh
zVS6$B#RT(>d0E?9(LgX%0MDQcZCT6laXtylIX3I4W&tKpZWNdNwB&o`Z!O0eJYLhg
z&NsL%CmKqT+%@9+h_jqhPFY?$(Z2kU%i8E?XI|)??dv&ReDY`AK}@j1QKPty+14o`
zR`b&a)<(eaY9if(09$mmU&^$NsX&)dz4Kp?^!76YBg45WWhwTvd#kH5XMIggBT-Bj
zRM%^O+GvE;X}I;tk`_i2E2|ZqndNW<^&Va#wsqD5Dk+UMWjaA~Jc(pv8l?;5q%5?7
zL@P5Yz|(BLL22o?OKsZ-JUY&g26`iX&dA9&02?}L26@wQY3Y)WkGj7k2PBl9B5U8<
zA+8zooLa4avM4`uc6U|6Z+>YA+A=ni`oYonKkPk}5?*9_tHZsS<^WdkFVrqmvIz!d
z0{<j|at#-`gT$tYSIS#SFOMX|JrU?wBCU84oA?7Y#?Zdc)XtUw@<UacW1Q_R<f}#z
zzvdY%()JK2rz9g!TieS<58UlBK9WKrTyqd6;M*Bu2fByYp_ft14#a94%1h4fGv0(W
zG^~bRD9_uEz8CDjk#8By^u^&&^n5|sg<r!JNEoDw?Ml6@n8T*VNg2iH^)humPj~mr
zTu0O|UTprBkOntrsY^dU?UEzNF(EXG4G=O~dEux&VJ0hcCfMT&N;?|!bZ^q_FFQ+8
zY=TWbTzgWweyBZTGx^tx8(-XSj8~qVJ%8tAW74c>&)ILot4-V)Re&x}ZU;;q_cp<R
z+3erW`V(!{nJwAu_&|79@iOP#D*Ntb>r$TPhQLSTR<s=ms^^Q^7eWox0gEjxtvYF)
zwAhUjz&TlH9>OV}GW{Xvr#+E*&iMXJ^ym#&LCM!g@udUB+S|8e$oUt~7`p{=hE&>m
zu^cbIYgdrIqGz%5tc`{R$@hMM15zB(Wlvt_xqH=Z8+Gf0o{T>`^J2KCWh<Bt_0Jh0
z*Xin|J?Uts9-;$HPiYNK-s~Hg)fHezfjCA)(wIiZj3;)yOcc!)VV{r^9lTQQY~qc7
zMutjEFQr!GuZBcZ7R+0NMNPFOnZnfR*e<OkrgDyS-J=T!AtZtm8{kW3^){+zp{WR@
zJ8!Ixr4HFxyg<Uwx=LGStxxIkSVGEzKyW;g1LQ<+#eS6T?UP^2XN;n$X3SGX?z@I^
z4jg#xO%)6Gr2LxXYo0<A&5Ph@J-De3I?I@5?+~aDLmPZB6FX3#Cnxfq&B5V$3O9Gb
zw8nx0`IIm>DZR@L-x=|TLNi7Qo!>a;vz?do!vn@mCn4p81a68x#($~KRt?fn6IzR?
zc(--nZUoTdz=zce{ZQ;Ta-&mo4bJ6|6Q(hw>RR@v>(4k{QuL;1=3QUmrUU+D3sIQh
zVsH~9+ERvF(OIOzS+1HtW1TLMQ+a|_@CECTIurv$f0(T^{=)aJ?v-QKzN@-l7BDVf
z$NbdmPFIb!-b9zo(Dm@^QhpAncjubCYUcKfZO0SK-blX(dKqrm?t+*F1R50dw$>P+
z|8L%hJ2<AQjBS^Uvf}jk{wui+IA0U2b8X=QYnM-egMf&SK835h!agi~nooMiCU)0a
z!(0~>so5q<w?W>{V39{GS<@K{31a(!3bB|S5sCvNl>#pDiBtdJeH4decEflF`d{^Z
z_j*}MboBmmWjOj4-C3h^hjsr;{ZaiF$wr*8UB~0keEabA+f6jO(jnf~*#6BxH2x-R
zIMU8y(OudL8if167e+72cUqf<J_%d-ogo+NWPwTOC2`K6%yDl-ff^QQYq*Wg0iiN$
zizChB+L_@YA@D(13Cl&YDm=(m+s=Yw(&?^74zM1m>v$z*W;FJ;#71U54TtHRgu*Sj
zC=H}=N1@Q~?+b>ZPcbEnT}@-UtkS<-!P>pegnh^P?05HbGZrqMd$R>Umaz&q`PH4l
zH74(s+~923A#BbT_F!gmU<AF82<IHRogK?zE+3?f1Ax!2|B2q7F6378{r&yD))3pz
zpk*b3)^hkj**bkE3A>{<*1^l}Ds_Ns(P|-vcGIE2^N1$q@#yAYe+2r9mtT44&Mg})
z?DVVhL?c(WyCk13+0?eq>Fm|{ri7!Bqo045?OJm7;1Ku1{gGYW8uQ(5!Ti>l={fo4
zYW9av{OGx>!V}G{c$T+}Ctm*VTg3P(L{RG*f5?WEWsRJQ8@o^=#O#$Cqd0$p>Gh#S
zWuc%^oazivm__MYJoh4>NPxM#l<v+LWzOtYQTNtYU+2$Iqe;**7}YB{qp`ZBXr)3n
z_y$~Ey3Fwu-(h*(Pa@bF%7)kmdwg()YC}@Id0A~Ld>4$Mo*Ra((te#Qu6VWUr2Jb}
zl*=T9z%yU5cSev1rYR6Xwq-~Eev!0?(^2mNZ6w2@dbQ00hkBNe#6Dgz;PUBKU_?8|
z*9nVlyz8uLTwa+v@WueHgi|^>!_m8fYq}|0YyJrQT@J30-#O80MYtbF6TL<o+=xxo
zmg=CJhv^1<JhoZiAo-qDe4Yo^Ugu{)6aP=EkXUOCy<R+7;MAgg(QNKG?R%}u0F51A
z6B=;zH6h{2ZqnBJ$ets<J=cv^&r!t`-OWt@pou`XVhu=9ct0=@TPuwrer-PviA+;k
zUX!5cxKL*XJE)9U(922xd9&8d@}tbsbwI%>;*|zKtU*sS5G+UMvHwBOsmY?S`|?KK
z=3)ifD^i}dO;*^V)0<gMiH1P$Na=QbQEHn=h%6bI(@lkfTLB6^xq;DZt)A8%V7#Bk
znob0SrZoNV!q#{!M|+k+#_#SbEt*J<h<?_(>bU2m-ZLCY3`jasuM2PahH#LZ^tmh+
zi*S`WuP&bNAx6Z_`VUkIF3R}w)i|^a4w`MxKdmH#tkZJG$bl?UIg2e4RvdtMCvSe`
z<a}GLU=CvJNxv&#dDDk%?U&L0chDYX&e_SED_C}v03s>HVKWTlh`3M#rEg&dEX~y^
z%7;5F1<_YZOMo-Hrm=WH3qD|A`Y}roN7N?44BA&ksTZ`#-bRPddN>XJ(AxM-qiPJ_
z+kUK`m)hO&fg3l^*WeeZr{s9DI!85^Pi-y!&hB}GfMr*+nOS-VOo<#o;ps-kxE864
z774fwB0V#uVQOI*)VSSgDVWvJbqkJBbeltqz7mjI-@q$v%SN3w+PZ-$1DGIq7>td~
zk<-@G>Uosnt>CSzE6KD+k-jAI)|QOBztcT$MLNRK-XVOo(|Wo&opZK{e`f8q;Nm_W
zIVnNU|Cqx&z@s(b8x0b!u6Ddo#m+MGlgM64S`~2{f~$-@wA5gIU06j#`UwHksf{=s
zO73|KhuR)xEd_$ZSv<N;v=5r4WjB_G?+=9Kg~ChabWn9Rpzgjvpz(qKJ$>6ibcxS0
zkLy>Hh<V@4j+Xul_1Kbp?9!ZiJ|TDMvgBpC+fQf3Yy^;djRW><gJU3I{R2aXeVB%a
z4xpn#H)0vm+PAg{ebcjbdJY<d(0sW8!e+NRbxuRQ^JbbBsLGt@D=r3XG=C__rAfi^
zAMBjh_(*5qdfR!i97<2M^+!Y%Y16m<Whd`Ow-)s!AhcbdK_z%LH<o0E`*S8Tt`!nK
zqy&%<z(j2G^5y^2iXYz7wlC=JH|MXH{A+T0v0~437*O6t4<A}{0QR^ZQx*7|29iZ@
zHY<AX1xswaDTafUz%09&8PQ6zN^4akk??+vV?6tibX&!afUX-9^^`ff8;Rok;>e+)
z*Z1@_*&e0~j!6Nr6!z6#oi0z<z`A<s?Rd(6ylb42y6-NujBC!?()9|Hf7@lL$02zy
z_qGZ``}xVpYnKo_h3nWyVo>Mpile+I_a+}TBqa~267Q~P@rRI<`4EX?{7qN7tAKpM
zvzGyq3E5x`jKKw2j9;Q0Mx-Z#p-dy1sG<kgw0M+~x_6kG+d#sgy1jPmC)QjxZh7p~
z8vHoV&O=#F)a7bX8i6!HzN>sr<7Vu7A6A`B6QgG+<}btMJUNzt4<l!8f$T5G;`rd$
zBF;bcs4w3Qhn@S-n-xv8G_G$Hh%Nm$yjxepIt?hO9s~_PXB|Sk67_wS%mxrQh*H{9
z_eh2fQUVYG=!{*5He_ghC2xr78yzR?rWBY&@IySmoBg@I+<>93vUm3I*_t_AXf}?8
zKS&r*=3mE<E|~^;8&k6R@R0v{!?fUCMR10}>H)*pCsZN^ZVWb@v4s%R3U`;e-9H$j
za6@`tQdStPtqbKVvRiUg0O##_Xxfw2=KXY@`@@v3RbF-}*FmCB*_7j$S|ofunaQS+
zHr{_asHR}qa@ADO3K1R_1=m=pLmCI!!D`>`(ul~0FU-Dzb6@B+6ZiIpJaw?y*+0$@
z=V}EIwE^ymcKEDUxFHV{3(hQJRL!7l=DZIYPO2Pdg4hAt4=ROd5SCR`ok24-gE8oR
zdDHORNdMz9KL+0%5sLlsY8yLTv}lE$#VDwabK-y>6h(sYkZd8iB6mnOg6K=R1m_GR
zeZQqBUFEJ5plcTBEX{TTn)|phwM(Ivin&4uwQc+fQ`Q0aX!5EZ8D8Ao7Mfot#-11^
z%-ugYl$E`ZzPCQ6COibY;C114qRadNu8qys`pFLqCJb}*+OsnDL+LG}hUT(EW<#mQ
zMN{xg)74GoTR1<uhvfN=f`oXUtJ)5m{=uOZR2Rx*9b-HC9HUzfR|vhG*nSwS9J?<%
zxTdTWyCEQzP}_N1ax1RAto$&a7>(TR46QiBptaG;*2J^vbGB1OZ^1dkX@H6zPVah`
zi%9>e=~}~TaP4gbi8o&{rXm_vcoIwgv&$*?u(u@Y_a!5`rn)BCk1cD<DFQ<IsLmo<
zYk2TX4d0$<7~9JDZleQ=BJZteH=Bafiim<ne(J1LP|L(N@Dq;R>`>nzC)l(}h9FQ0
z7k&U=QUq)cue5>;7D{M0erxNPW*p%o?2p>5Hg`m+Bhl?Tp>jq)jh&cA)%=$g-O=aN
zK75!j$e}U%uA_INePb_9tWpi^*w5}zBA?i^8_qZJ&i{>S{&ekS!Yyh-s66!xa!yo1
z5=2{ygZXq$`IN<^b4Rab-1poK9QZoStSxe5V|jwP(UF@ehI74ma&3;34qCmB#444m
zA2&9xi>$7B=No2i#O0MRSZ22ZA%5;UT?2GF6#QFmD+1LNJNOuYm)ZwAW!7FOe{e1O
z;IQ6vM+{z>l3U>>v@Z?eE-nb}4!Uys_{oC2?HFXR1=`Dvy>OgQvk-IW#;H)#a~K|v
z&0(bomWqRVMwJ-Pm@*_*^7xg4A`g?jxf2=oKP{fRh?KD50=M5t3OL7PPOXPOoN&qk
zi6vSpLLLHv)e6B7)85~3(K6;0d0vGV*>Q4((~=)sv%$?}Xlx(EQQwZPu+4U-@uM99
zD6dxb)_R%s(SIJ_|NF+Wnpg`TJt^tTF9=BwK-%k|*AkmW*I3(zfg|-MdP#LDKs!VP
z;s?YHP=tETRCo}&i>OR*H5)?0$N1zq&kybdquTOpS&hze&V(2OX-hp6Iya(O0uJGQ
zI3?3RkxLy>Ps351{E{!|3?oKwCJR(jqA!RC7|`?fn2ynigD}<DiIy4C23OCr%W=)L
z^D}^kj=Y55MZ02Hon}0I($mN})_eoflE86Qm~Y)9$*;HKu}M_|>h;iv41P>v3!g%^
z$h3%|RJi4WB>ubLW;54ns~DE7l!^s-w_+Rj-QjZc=`+E}dnSnN2Dj8y(Pu2wsFn?p
zRX4Kd))NhQNbmF<vMH^pfj^)G#B(L@lgmIia*9>1Q;2K8rkq)Wrj8(4`tdsy>a7DB
zn^qM|V!6@xQvcV8Gff|j7Oa6(>VKKl7C+An{r9D(@n$jZX_yp`r*$nJ)znG(v6Cz<
zePi3Qbp(Uo4Y?)CX9gjGXsp%@kh>JO_q}9)q`QbE9O-u|npz17f^HM7X9eln6gaHX
zk)S2CVTdg_X~6djg*|1)k5>A7_RBJs&au13wTe;L8jM*BUHHUS-%x{I*}sk~@}Rq;
z-=1&3;Meps7z(Gbm$v14VRgSD;?JIIoMoK<F4}1G_V3${m?tj+mnH33``2U@CYWv1
z#$nKQE2i66rhw)_+L^tw|3OeSJ*!k&XRxZE4A3AbkMUv}8vrxUg)jSOF`v=RIGH>$
z76IKMM~%$c+RbeaV)>~x>9F?e!7?>TXL^n^>Tl#}8B5zSpKTk`_Q0Q`2u01;_O9de
zoPimV>aFvF>wl7=hZb9GhK{|jI{6-Pzrk{4()66ywC4|~w^n=9pU3(%%9WFaZeD3{
zJ+fo=jpWTB%(9zv3j<|Q<k!e2H4+=Adq$qJdJW*@?WJ^p(AJt2E}X@kAdzv$u&{+D
zZSJi&!R)cZ!Ef?6|Eqs~f%)n26^r~-OzUcBiT-$!^VL>3_y(W&(bfORb(|Y&_)D1u
zde$+Z77)VQHfC8wQ^o#IgpW`e&9ao?%@-dJ%<tN6;R)L)`%pWaN46i3w=_iqJ2??p
zAGUJ-Oe7jEO-HkZi4@(PDkfVzF!@Nh?6yE2iV~|lhySNVK{!UQswa1SL5RMzeYcQh
zP!nAYBB9qZ3rgDEz_keMMGC(@P1C{-Z^ig2c3{PO?=YdE9i!>^nYTC(q741Rk}CZ^
zdI$qvQOle{J$Bl$e}W>XC-9GU{8_R2uCZzc@v3zmF9y&TE&!)-6`D@`5{}7<A#bk1
zF6S#7y-&1w?ue|s75o<F4+pmRnG)%5JZUAoshxeIy_rjtTEQxTWDz7(#b=q`8sdYs
zr1%nS?OQYo+nD8)&D+9DWhcN<pqd*7;hc<Gef<F2jUgBz&1Jk#*G<pa#tj$r=gO+(
zgXG-klT}?wDy(gp-tWvK`Co|b^xYt_n`JuL%k7lU0wkADvg9_zhIj>+@ncd%8<};X
zNK{u85#f`TTUjEx8BliY!-b!k^RX76LApFwHoqCC;u8@Gcx_t)0ugw4`9%j9dzi)9
zlC&Hz$=QZz^hDCqC!TL9(1s%YtPWXl-abfvB~l9WSqct^$lNwh6XYYZnM&Dubmegr
z&K~9vgCXe?PAC}CE;-%7J`j-wAa2WV=f}5`hS<CYfYj8@b{2*#E|gSpH?K>l!YRvh
zIeHpPVy*yn)WVZ(KlJ&vFxSDqy@a*C94XEITko5(+|;62uA~*!WM_!X){%*XM0=nK
zqbr&5SznisAQZK~!-Fy>61Fg(Q0yoYo|ofN)?9UYN3`wzt)IoD3zFMzvmHu@$Ri=d
z1p^K|T2p=D{^I@;L9q|<kc%|6w{|AD9XMboz+`m-wQyr0cCINm(%bC;6}U3wb04z<
zomv$3n`kt3Jd@o#=}*XyAY`)j@r1;)U&ns=H-3Cpx;dpIW9QNp+Pllmj@~Zay=MKt
zq_L;xUiqv&u4$k8hs#g$hd@YGSlXA{NH7e`SQR!3D?gECx2&XDcF5j{2~Z`G_3iXi
zbFLK$ir~haOCgOV#rv(|l7zu~-Uq+~QxxWAVhYcs$h25z_{wDB&Dkbvk0EnKof;Xw
zovT1^4Hoc8<v;O?fw7{J?gZq61K3uvzZBCNh<f}|z5_jz$0Zose^njTd_yyp`Rz;7
z|3o2r_G750E9>NP5-zy5aEc^27)E1Z<V08HIdgbQZ%z&~s8!&I*4VoRMEeR4Gemqn
zcqAE;)Wm;MW-zM8a^(goWUfqK<xMtv*50f5VNa=J+UPD^LO>!TrlDP4+h|L5==MHc
z>@tvrMFwLS%4_>J;dHNh%k}H){;qj`Kdg)Ax?l(Ll$q?qp_Y|#Lc{E*7D1j52Q1Ak
z3)8pxf?a0^9WZa&qNCl+u#2$KQgQp48jY8GL2${J5N>2R;UMN<h?IN%ze2}3%aa9H
zQbc!Wh}W)hOgWcr6WK4q|GV!(9aL+24sdP-waWH#>(vyE#<b*J-5aUS{m9>E^R(>Y
z8Z!{6$jUZ44l)D52LyT}(rvf!iQ$+$2e{ONu<z<(<7n}b?IAoAH@LpGLFSKO*DXj|
z%0Eqyu>_b|VMzFfyYjny%rdXjp#d9erzrztIM|zD#%khBek)aD*()}c+m03EKY(3^
zqqkyjOGgKedQgL{T+ZHsgIFH#9aKp*POAy<*O96~BHPJh^7U(#eY$?OBiqi*-T)nj
z&gMgHpxyR%SvGv5YzOu>TA4+b?i%X^*nt-{`oDf97A0Aa4juKJGB5W{bYS-kbG00Q
zUbmmzd_u=NmRn|b;Xf{?w~f||@b3X^Bkc9SdDR*kEX~yRiedZ2Il#L@0+Q{+;WkcL
z-(dbvLyFxye(g4ysop%C*dY?h68ESd=>vT`@lsalca}pv+ooLKYhz$R>7G;HhV+Wa
zas9oRfe#Tx@Co*NuE7F~fQbuCbr`a@4ve&^^;w=z#{!)K6Lgqt9|HS08}Ml}ZXRal
zqNv#6hBg|MyJ{P&tq6^L@*>m$Ab|CHdcj7h!sW*SF|$`pEBDl&n2dL!Dns>c9;(Yi
zZ62y#TEn;*%N82%(pUMIRNy3;@RC+T5<2X1zf=lqgE_o7kZ1kX<nyqV^3eP4HvN*s
z?K;kZ9fa>T8y>Q*Im&VO!%&k5jrmsAvPFFEz~5~dv}P&d65RWQ?ywxJLZg9n1NDnQ
zlS?Ww1H1Ny$%4Tpqs~=9{c~M}5T2Ok@m(FlGEi5g^kze%Fr769hUcO4!-IOw#Gd|^
ze2OQ%(`Xk09zozGXDvXC%2S+g=(g-VY<8pC5d*2sXS(J2dt40W#l72qzXHPO6YeR=
z8Iw_#?s<96=jj58zk$u;5~7h|E}SryrP#Ax>`7i$(N6UqyUG3c1(oCFDc;N;JV;3D
zpxc{d%+!PN!&~Qo$*C$f$13qTgu4Q2K%B&xvqWEcut?Za3bQv31MUIU0mVT95xkao
z%w#q5??o$MBzCdW?(NZC!3WW_UfSi*>DP_JKHa+P^-aG1UyxqpM}&i(Iy6ueoN!Hc
zcgA5G9(_5c1fO=Hz|T8XxRpIsWn3)3{xyqA3jg9!WVW%N<B%4z=SSi)DY0K>)R7yt
z%pfKO=VY<cEZuJ>irPRh!*y}Vtqj&ZZ1+YOws~TliL5RHHadV6eceoQH4T_jKKh^5
znsMDHS>ZU04;HX;#AY`?B#!X~{+PvJI=1cQ!3L>?gpt!10LQ~C5JIM5XhCGs$%~+`
z+mwQJWEum_HSaI^^Frocq7D3}MVK;<b!n5Z2W^)bRBh7+lV=`f!UG+Wp?0hycvv>y
zFmTf(8iZ!*+GU!Utbcv?gO!GI(&2Xj28o8KQwJ&G;Rk&Xcn5zHSRFQl^iZqnBYv;@
z-Ors?>jZ|wwZl=5?}o!?<9z#=WZ-rA-C3yn6l(_iuf7qIQ}uKh>FAIO)x$hU35{=2
zmXkSs4f`m<=06LcTBo;7j1@+ceY-gWQ?-wi96Wy9*AMp%P=^rmvo`wJt$J#oL;I5#
z*CNHX@V0hz?*MR7=fB9?`t*t_b=!*S^nw~PI^p;J{=D;VFjV=2{)=+$jbs9tg`Nh|
zFbn@bwA=LfX;1yY$uZWrwKP@yT|J1VEy}*&C=2OsD`#})N$M(rd;>pl+IiU;1WC8s
z^%=gBgS@ApR@eFZuy!IjSTS%dci3N98~<X)9D;BvD+`bG=iY8ogFeuhCoYK7f12G!
zw;#3tI579#N*_P$ld^)1fMeAQy;cS`;O?BF8MdAoJ7<`X72unI(z>Rl9D!RSuE6D4
z?Qc^YQovaICkuJxvFy2Q8_z5cJK*Kn)V<RX?|EnEajWVdXZu2D+J9F1@KyNJcj}1?
zF)jTZ#oPjPf6J{9#SO#@EVB?^QZ*+FZ>h-lJT4uDuRpOb=<)Ldye`nyz)<D6cU$bP
z$9G)SyWg|Aw~62k+)2wIs`$s5SMI~;*`hb;o4zd9oN63IyN9*31YojBdc5E3RnQk$
z;^tDOa?8uZ#Hte=`K8j?SOKPCz=3b)E+r0tqge>&)dl)#f(lAUOIcDuM3nmPa$@eW
z3(m8Bw;Y~ko+;U$;8S&bsg}(}!)rP`n{y%I&D#qyygmoM{Pi552g|5VG|_j<L?(qo
z<onjAt)T7WVrt8kob}|XywfF2HC5Mrr3$+T-c{I+Z%C|eu+16ePS>4mWCB7cS<r?>
zp@SQrJmELNVvG`7-%^6vsba9RNP@on%j?$qU!t9MH@4~j-S}qnzTKr8kLrucVp3ML
z<gQOs09jNbBxNu<`Tq<`I<)bTNMJiwB6i3sC^8^1e|jDCnTpU<5KO3v(3;uZS=5F$
zGt7YWJw?KYz1Q6`IZpdRED0#STDn?it2}tc!|h#8@MNF7N1a;TvzreOSm%ukec>ER
zP=koQ(H^T=fo(MaEa~exDW4eLSO+G_AslTkWzh;Q2xoPkBo&iCKF_<~T9BOk<M{UT
zH!g3tp6FP2++Ob)hf|yVG@2zhS6iSyoGk8@40H_)H!L_hOCD*;i3v%<k_lTwFj1pZ
z<Gy-V=Y2I=LF5iZ3sQRO>Gecxh+^T2Wkuwi+becLOvV4S@bb<dL2{H>y)y`uySS`s
zf7Na?pGO`34{Z)T>PS!8W0SmG?iZx@#A?6sz$=d$3I12x{F-eatWGJ*AZp{z+5MMs
zwfw276waLI<Zk}}<!B=XG>ayw8|v|^)Nh*0q7{sBJU0}KA86!DiJrQLAusoBM@ie(
zhK#B-N-~^2Uv;`Qh>LJ_CKi%F2dP9sdqr-HLJ;quySWN)#>P2c-HL`;sQZWG@gphm
zzGR63U^}hJV(JI+5$HU9xF6qd>Bu#RGf)>R4)_6y{mPLN1RG8}V46|UZn`y611x>v
z8ee3;6bje7{OI?RTU(DD9eZ2&;@aTPjuTf;_PEsSA^<ogT)t&04u>TQ(Wi9n&7rWl
zg`>N9>2Jf)7#lfhAsvD|<n14aFw#5U`cy*S)7!63-ya2}qb#Z=Rb<$@xOh~yt#<|s
z0xM(y=F;&yvtdMB^fD%G?;Ai8bUBpONCb57K7oATBDw}$G7%Wws|xQ`jvEBN)gX_f
z*`OB}DXviik7?L?>mb0WKzt$t9|=Kyir#oBo?3{bgPJTsUVhxj6ju!e8<!hHxRH2h
zYV^zH%A*H)>;I>fN(%OzsK;Du=US&E5DHTK6H-Xw=mD_<@F${Ez;HW3V0r0U5#iLb
zq5DnSKbGn&Kk{^*ukI)e_hD6#O|Trr<;13#l!}~4<^^H*9?8>+-YVW4v2x3lW(kSX
z3LYj)mQ_zw)SbNkVf0v0k9zTVlx)}KFNp@sMzp(d_2=L{B3V9;NFE&E|5T#G!!$7d
zFqr%r5E-DYHh<bZoNF<m-oEp$qx*Bs@!Rh6`?E|^K0TaoJ#zO(K|#TD?bQn}PM2CG
zx_4Yocs`MoP*$%7#L?2ZQD7`opT<y;Tq~6MFNr;2?dUa02NF;w89yot-5j>YUkZk@
z+1a^xUg%(fSgwEi%0k$XGliPjgk<C3R3);15x1Rx<R=_1Q+W*e*vgkeqy2nOcPF3x
z_T@`L_tlaAX&oh}%-Te0pMCl3nMxU4UoRY(E8H5YSjUZ3mkrB!YDa9hmz$$T>}Jd<
zZ#6t23zY(xgYhl`iBZAU@LV1XkoD%`)R*!*$nel$1%8P+c{^$Xsc<n@Ov`NzVKGEV
zJ0Tft)0OeAfVf1xQTy*km+jVfh;{+3-!5hy72S8K4{taU%sLeuH$Omg|HQ8+Qti#)
zG@8yot}slcq`3HC`MnjKqO4xIh-rZ0d%qL%LWvrDl|^|_#e4H;o<aNU`b!7`@<BA}
zX_<fhgU}$e$NTF(Tb{0&MXac?%`dX@c~W}w@b~k1|M^|m(QIcHup_~5R#f?=?d{m9
z3#L~KlF-Z5goZeCy|nJ`=nXi}8~enzYR|(Aa33TE*(Si}pUzheyS`|=)T8UW*8RcV
zeS^7*GdDt<Z8`5HPj6Pm&1dh3{a7T(euH+MJl>?*V;<E`O@5P7!PV&!^H*QzoEu9@
zTfP3%){+3ppVEZDcWd3ZEx)K&_+qAMgGFI3KB;U(=zH_dLU)B_8OV}3Fas9UPv=G$
z)wW`egh(CMFBf>71`oxv4bleq)I|`gfv5)jQ#anMt^0ozo%=u2{r|@$${{5U<xo~u
zHl`AiBIdM%F*~3wM3iAlSw)fLP!wV#M8?j{scjC0C@G!TW{Py6)3&Q4OV_&e`R@C}
zZnymb@7w$RdOe?y$NkQb^2tKY=$Cy-Zmx!cmLsh66nywZc!YE_yQgnEmd7M>t}QZg
z5k0|GU<I5rgs{*(@@xHOlV5A62Xa@M1MWSda4Myj$l6}PIQ2dhdRyVZdX7l?_u%I+
z#YrZY5!1I~>yID5W8SU!^ycm9;d|;5+3sM;crXnsQn*GoHL<CQ_S~g+$|J;6qL=s7
zsotMMM=d2fI|&5ji-0ZkHLY}!xp=7l00;K>q`aW0m>i}$P6vYVJpY%0@x6SOWl~gz
zn=_s<dfF2AnIHqOOmewg^~Qw6AlL>joN|~2Pq<4;-wItC16D=nuaL2$*=*`Z{+nQr
z*`(rU9RzqzIdi9?0TkfW7-@u~Zw)9u5qx+5!B=&k20O}j-OxQbVcFI3#Bk$-BRgND
zIai{*5=PKLJpG1IukAsNUo-!9L^R7`S-{Y7>3mf#OZTmCJXQ@%OiS@Di#A7#r=M^u
z$08fK<f2I$i|N53*$ZE-RMbFJ4goFoO=TvxPj7fs2K{EXC4XYWRl%M+xhM42>`mS5
z*h_bLOz{d*2wvB)l~HJz?WsBnjRDQ~sI&}b=?c3mQAL=%J7GW5{5=}-cN^w|wUHA8
z=X00Sz{qH@+O$IHC@>&mW^(~Ty6bqbdb)j)G|Vu5_-3W}^n(z&T{NN}71AnqofwE>
z5|plv0lOBcgv_&Q*HQFV_G20WKs5(Erod|Y3OBN{sw@=*m$@q*TKV?i2yn4X+QOJL
zl`iT3!p>ey)x--}o;eM4O|pFxcYPS`!ihsCRz3MPwb`I=@#&W{I|pCfQl)yj=cG-d
z_OzdwJGRmF$`I8^q&RX>D(U|OSCwjt8YCMg03VWgxfPoGJ6?AYN3)f0IOxSH#b+2F
ze=q$}Ym1xta*bDVtBio%%@$5T_oBnd#w`)AV_<&A2${XLy$n<<52UFqmMsjX3h<Qn
zf@xN`LB><Ie#bd~^z4JXPinsl`feMC{&>CX&M_OG6Isx+uXeoscIs*Gr?s~|PaPd;
zIqJYm_bkFDyJb#U{hZYh!%J$edI+t~<nwz3sBh#m+GV#ylFkw@f7Z><E5H`=ZGmku
zqyVq%I=+N#;xX&UQ@aZ*n`_-nq`M;6<MYd{PId5DNa|`^mzyES2<Y9-c(vCqfZ8}v
zr~c*cH|~Sw0e?Ar?=IWDE6y(P)1#HIAIzUTd@^SlczHzM&GhuII_<OHzx>J?ncQ$X
zy$_pPUen*@FG#(JW2a?OC<(SF0d%P5+0Mm2Po~9&W)tsw|EL+qI#jOnsX$aBYrXtU
zTG=~zN})9lsY>AV!rqpb5>{u1oEvZyq<iGTVG@LmJ0vDHDrMiiQI1h{8k(=0n@2NE
za6|%}v*S7XTdt_r-Fe#5CvYw=xpkedHrjnto>V8nJ@G6~mnp6CLmHC#JjZ6?BoV!N
zhBrah-XH%oLWtQ+$sYXFLcyuHcaOSuzfaffv(f$jxbRktZ677auQ-M7&Js7~H)&Va
z0F2T&q=~m}(UzP<xnI2+h=SdRtTMdfdwDPE?1SGqP|-6NA^wr<f`To5k(zt`HlENT
zA-kDhritn9f+Hdd9?u#E1=gZjq@rW8n3*B7sMJM-wC9AlG~#U7$8AF5RJ>*SRkx?0
zFK8?7vLvTHyq%b##CjOk%;JMpZ8|?p(r9hB@!jPOx_2!MPkiX!een9=$Z7J2L!Z7r
zbGv)8E6)GpD#XUrBX+fjcfnuIc&8i{BKqMyd&_lR7doAorZqdAl-GrEY3`BikXjtV
ze<QWmtthDvML3IIFiy~XjNvviWr?+CL%qyHq~TcE_5(-gOl;Ej{T!uRbkWmYM7lXH
zQKI0>=CW_TMo5z?@Y7d;->1>x7=c9P%z9mUFsZS_QXKL&*Y(!b<&lX`7IW-0xAcxy
zQr7njY6f4u*)q`gO?<yL`s}da(yr?xan8F|^d=oZZ;_2QveOo$6Xa@rXJI(b{RNQ_
zGP*W=Mz{K$!10U>Bg2Exc02xnok61)F<Gvw6@$Io13q2nVkg+-(Ke*w?{{ldCWGZ!
zyUGdQqmpW~S#AjQ{?|2UBv_44VEp$l?&t2tUh5*gcfz@C2L}sA01A!?gVw+N3xiFU
z75E)9Z|E!!{l^I9Z&qGj9<+`K@iLe14a~A?6pF$=dpvcCQeP}~9WI;LanN1m%Va$$
zlT^~QFd<RbCb>DAhN&5?@TY_0s^q7?@^D3d#gT_w#B^{XB{@&ufw9$4r#OW1_Rprf
z-@YEP`=z&W`OfMimU9$OvrpcXxGNR1q`*2vwD;GwVPS+|7&U5-rtyPE!ZR%h+`|oN
zbiA+@MWtR@l8f%&0dFKK-cW99`nDs;jbAqH!VrcxLriuFJ)c73Zbmds_|X2gWtV<4
z(KJ^Phz^(7XV`o~a7|tI5ySNt^kTe9;v;R0jScsK-7PN+r2R+O3cZ}Ww+3JhY%0%O
zes9}`0b|jpV<nSUW&&1Rzv@!nUlrkIUIK-NE1pS=j)LnkStzG&$W21jF3RrEzW^~g
z_cfPfm;}C8dic!(W&?6PH}*LKa;9H-aJA+VY&xy7B6xI)OvVslRble!OF#(-DcU;Z
z_2XLq%m9B^hRdH8sI!aes%LKILCUbZP;JLt5NJtTTe0vhJo~3t*4?&v>~lYt@`Ac&
z*J5N}b8{RIz&#qwXdvuGktZD{xdQ4}XU3-hbY!c{(aP_sSP8~DkeUv4gpA&Z9c^6l
zdybL4k>Q7wq=pn}`@~+@MWob~$y?=8fZ>d@Bw>v#HIT_u@^e0*zE;I>GbXi^-<O~d
ztS%Cg1RSdG)PlB0d?ET>;kk3z=I!G|FaQ5qscUG<D7j-KKgLd_28p%!zS^8_-X`};
zU1*jd%ipkR3?p39f#W^Qb;;k`ZC$%Zzv?`@-*f48i^#jXM<8<)ZL0|5MGz+YXT01t
zZxZmbdGE2~oilDAmxEcU0>Fassd#uV(3ib|V&Y13r{%qT@@w&G{zu8mw6!-7_OEKv
zx3c6hsD<Q#hR2VBcuFW@VFNd90t;kTzA`$Ybtmg4#I}}~SpzO-3iyP{FzHI|pqgJL
z|G|p4XRdseQ4mve+7JU%NPaT(wc0KWYtnxC)QtQTH2YksqXc^H{u%pIQ~z!wn<0J-
zo?Eu_#JUwfS0C9<VP5$)`(@NzbZ}`IhDU8wC5G3CwLJecp*bkn^Im=zafeYoCHZp@
zcE|!J9ln*okVpG9SIVtFr<tUCI_J0XI9Y*`cph^Be5$a_zYa9>^lG6^7drpZ#JBA2
ziT=|(F30bw2s01Q+F1LUG9fO!HV@l~1kk#3jQS&%p&yBUxAcCR3<&jMVpo9QWV4*N
zgf^u1ptybx)a^>Nv<btH1=1|Qkfa$FD=cF)oEYV&JTYO6BoR?)r<N^@2}{4L05gIj
zPXKLhG0o599{0~o5Sg8c<}YmuwEnEt9bBkgtp+UQY+5c~nEhMIQ|NDOEouIKvY8Z=
z@^a*;@$MZ~Ys-?FLQjb4Q%}8M7mVWx<7DkLss9hUY@<^|5>$m?@v`=75+oBlroPs=
z<dAk!_?tpHM!S*~fJn8lvbO0+M{k!2k^~LM_Z;xy6VrFp<Y)b?sq6_MxKw(7oU%<*
zo;BY$J2o9KsZ9`N*CNvb#21T{krcfJaTJE0zDyPrR*?<<=lt^ZyLK*r+Hn7j=u_^7
zTgg*T{@ovbXWwb6TD76(Dj2W;m{3l*axBANq*+nDP;{${a9r!|zh(uz$<W~L_-=MI
zkMdq9rjZa-Fd-^5Aev4J_3!<%3ukUfhM$KCI1{ztbYRpnCxI~<=67M!sSKw*N)Wo4
znZNeJ+P`5s-;T$Jb{9YDKbER{cH~2fzkiud_vK%^-_8}T_~+;;&o_k`m$Ub!fBmXn
zbW>`ro?2JY5hh6F1Z7<a!byCgbdU_c!lHr6gMUspMVfVbXG6<pu?PoL4kHmske3;i
zF<FNhiD9@TFUpf9fgN<U9nYvOfICTk#?u&$@-1oi7Me3l7|NqnsPNGjd=9QfOCmFO
zRguhB@dDO#iiERxx`P!sgG^4znS@PFYO8FxPNUFA7&aX<6$GaN$F4*4xA9`JPv3k!
zX4@3ezS3xU9dMh>7gjVj^$z5dn-A3!_vlcYSY%s2E(mF4rsARm;<-!YucZWG3#)5+
z5=cLBB_np_#~=*Qe)Le;neuva_9fScFp|S+Ue!hvU1uTRp-TRT(%k^S63Grm$D5^C
zER9Vm0`(7sQSrh-k%fkIr02U53p7@q3{7FABAmB<B-`4#D^?JX)>nNPOC0|DJD|t?
zpPlZe{{CnF9)JDv;*hfTe>#SDOx}L6d^H6(3prBd+stdQs=3KvGEXqlzc_dDT>su`
z(7uC4ec^a!3wOnY<e-BwB}se~$;;BXoBgUcCq+)IgLqcfV{J1MVT3R#CITJmyseeb
zfVP)e0N%5F-L49r>^^Gz{Y&2AM|x+M@0Z!<p3m8)H&>+Ko!OTZ-ah{Tp+%m{3XRH{
zRH(UO+G<mJqyPerKvqbEpo2$5&!YDA@No)FB_jww6JQHXYaWl#44QOc^UL0_FzM>0
z5BUtVhjcj4$sRB5U9y%<ta<0j9aA##10l4WT>9?7Mf_H!zS~1XgbEI~=lbQ7>09#u
z`E_`@Oqt$sq~P?AGsUTT`f8WyJ~VBc%sFT3ir+)6A>7%nc%|o5kBX9(s9RqF3>acA
zG`HyK4Gl@c#*j2tW`ZM%i-d)j=Tq}{AD_UPNbtBl9Lc`<R`Fcs#b%j)0t6#{h+74$
z`IrcJJWAc}$*+M_U8H>hacal}6YmF&nnX)>9;W6r#EOgK1WT`;C&iBCH4$7336zV<
zmfOKIapZb1Ii$1mp1!D$Xx!KG>ALimy8*LO@~NSqxCHOnX)(zxD`PnUnZkA@?Z*lK
zeD`sL-L@9fR%fNKcND@5Be*SQ<^v%L{{EAOO5YtKxm9`-!#B}5%)|pHyH_F<*PR&G
zjP|k>)jU2gt7hv}FYC~Ll|ZtC15g~PHYS$e3z!fLO#=-aiB%E{*1FWtla}q4cJLR(
z_wg|&&%FKDSbSh1%S5o47*^dd&UZ8MC&PKt7rY28R;7Mo<<@Ox082iATNv=z_G@@N
zI4>VMS>u;XI`d14WY=xiN|xW6-P6WU=R>xCP@vkJ1^Jy7^SQzu|Ar!C?VV`Eid{LU
z_U|l5n1;UVD1NjqqtJrJb0C&inbiwH@gTC13K?Flh&0m4iPtyWw4+SFfT+5=%fv)*
z_r%-cl3vUpBChG%38PKs=&V<E;3x!P`wZY6$P0|jKeWsj3C3Uyv`Dc2i7jZ1L;|VK
zcb)&oSrjtqaWHKh7Y=ELMEVUHqdm~e@%Ujj39Fb0Q|(g^a0lR>Uf!iRS(!9pNL#S*
z$}Wv)VxBKjdwDlaj?1@Q;^xvyX!Z@~?wgNZ!cNFrJALd-b4*RkX`8X(;jB%vCy~pK
zJonzH&#)|N<NtX~p!C)d3(WF_UyOstpc`wDFzMn}#ohE=SY3`P?{V=~I46P>5rbW#
zPzeDP3Xad^x3pwU)$prcd7-FU%dr-$A5Vvlgo~WYk(YN3gEEcIq^~5#^W3pze;&bg
z93G-wY%p}NVZkj)M8fv`F-hfT)S!b8u@=WAhJQoY8W_fVTT}1X=I>G1sqF_21>1jM
z6$p+DG)Kbpigi=BUv~+3G!nOs4Ye;j)AL82$o^CM29j?XdHQQ0LyA%ctCwD9nZAG1
z)?k_%Tw*tDOTbY>cf8>jZOzKevGKufa5T{{L=GOarmSr;C@{7ic0=J~^scd7D^QpO
zf&bicX3#yN67*BMmm#gmC{!EmWoo9$ZG}ECga%5i&i<dyLAw*INg{;>%Bjo+!dYyx
z#I*dHY#s{w1hS`71p&ir!lFXXy~6W(2@5z-oo9J|u#5QhDf+0oRg{#G%F-}MB)lYw
zVvKe`TY=X*b&iu(<Ew6FYP*(x$*UR22p*KVM?SV<-K6|QiaHlxiWoVxX(}DEa$QaQ
zzWpP8A$lJGt!?iwZ}|^uP^eSAS|7CYk4szmpD!=p!XTb}f@ki%P-(kg>|K>0eDCIG
z-MN(x+GXmPB*$(DrF7{yPX4@6Htgok`b>VzU#OX&Chb;aLE_#SHn%oP=&k!h4VIez
z33J3zH@QS^FEeakt)qRNF%lANR|`VaVr(NTGu9c@Lnv=h+T^SZg0<bJV`q6aEX7et
zg0gU|107OS{sEOP=(TP3+uX^>W7C^Lga15cv(gC865&0OsEB*!Ps<aaWxA(!X%Sfi
zF`e-H3PzB<Z@Vha<frFIn$1IuZs=uF%&MyF(y9O5AvBGvJ>PNpl~+IEnk0P(c-4M!
zC3X4f9&`LO_$6Yl?mA~)Jj0N9+2*i?s@O!+3Vn_?Aoq*t8VWm;7!*ch=+x5;bh8iC
z4xL&j4*c^vZe-{Gbil_}e$68&5Xo&5K{4F5pBH+Rw84mGV4J_)%`)a*C3VAsCOdUA
zGS&+c78cy&U}zYD9npTfJB8qOy18kt4fdK;k~4dqmj#8?ZQr+^m@B`V7F%WE33p6^
zY1jGnbinh`3U?bqRB|&j?lPRUYRA0VAPwM}*o-S>FrnL%Or-372CV?AZ8h;SYpMe#
zq(aG?j1b^jXD#yXYP-e5tzcy|?gG-`qWsGaW*E?4;I*v38W|4I?QN*4EST|G&_p>v
zAQVyCdoMpJ6^?5ey{uZOyorHD$S&y~lex~Pe-5zq@_b1~cdH=HBvG*=b~wOC%WNk*
z=lJ=3MN8UAT7iir@)a>7ou9F+K)F87dNpXWruj5Kv}G>AY22P!j-R$Su+!him_Pnw
zj`Pj{NgZ}Cpv@IiTH6pt+OykIfPS0Qw=?sKdHMxeGavoCIJH|M5zEE$i{LbEZF%c1
z830heYxCRFJBRNDO9rARcC-b6wzL7;<W^VRP!ycFa~ZdpEe&fXfW-IdU4awH!&`nO
zrX6O6rPdwu6i-Ka7I~I(=f2?F+v)aH5CO?4Zw5Q;c(>_^EyS?v%VY12P-WiMI+8Q!
zzMi>#nOFE!#)=>Wge>!zYGI|*nR#UZpwC(WR~G?`NMP!l>ll?c&`a`JQE+>(3lf>5
zf{o!XmPymm$&uJ`CfSP3o%JlL;9v-o4gmMLW+mWBw+||~SJ|RN;aJ2Pgw1}uN$<&J
ze7`GcUVpq(rSQyM%XT3if}${d866b@S76QFXz?>m60-9iNy#eG<{9IYm*y^gyRtVa
z#nLO@qn#9aj6puelIj~B6n^7QX}^#+gImXx=puc42Oe?-NXOoh7l1Hrl9lHzm^*Uy
z>l<hQolYShXNWomrs6+mRP}A|z4vwBJ0%!*)kEsY#3gQC6NSXLd)D|}9xxwEujD7v
zzNu_sSDYZdbs`*@fJ$-xA_;d$M!U~WU*~3CxZnBiVz34`?}Z*|doyDJ#nJ#CjY=~N
zZfvUj9jOmFz>?&PjSo?sJm-$=A67$jF6lLJX*qyAfZ7g%rw1X8dS%{Nd;=Y1me<lC
zSQg>HW0BpiHigFizz<n*PIYL8@#L?dlx}{F){lk3b!#M3FAQ2)&Fod)pU@s$KQ{w5
zf3k0@Rl&8z(`Kqv5juDno(6^^>ETib{t2T5;7BE{#S-iJD2!BkTp_*n>idtmyH`Y(
zj`QxUz`sqL6CZDD>jqZ^8otJMbAM|Qo#x(Up;8Cqy6>3)O}a%M%CS6gemM-&xRczJ
zm0lvx8H?p$rTL*a*4-|>k{YT<O`(}SZ4S*7=6cG@eP&ymT9i|_SzjUuGU{&6%6F&3
zT6uz#6B($qiF{eFa&+eZ_f6$20g_lm%j|B)K7#uai_Am<2Z$0G-d@H6dFUhjVv)i;
zkbRk%LDxRf7VoREkDf<XP4s`W(lojBnn3EC&;fy6p$CGn1@&!b0~=)!{(_J<44O)i
zBtuX9aic$BcsHch+!^b(pqT_fR3<Ng_{)DDlBnCwjL0^A0%?KF{I3hEA{3|6y&;_b
zhsKZn@S0MbC!S6+Nq3Ks_`&@OTk;)cX$GtJ=)tlQTI|ko6~U|5Mgny}hTvfEVVUwo
zcsQV+<p9@*mgLZApp~398L@6<!N<^2!jE^2O9X)hnV1~f$mX$6%LvIwdPZv+wXir|
z61%hUBBL{xS(FJm(I{G3e02e6&Uc$3@_ADu$v08YxzPI^QuzJnqXh~uc6bYPGePp$
z$$bcm#JmW808UDwtr(k)ZMU!x_Q<|yWS7XTc@86}qcY;LKZGg$bo-oq@L`sodK=pU
z<2eMwzh@aikl}cvvN93K$je~QuY{D&yyyX*(mVw#Aw&=cP=PN~OR6<h2RW?d<`!-K
z*+~?V@5D<&!Qr?fM<5ci51TERoMvmciy+sl8fYaM41R?*E=sSd;$0^zCwpl=*&Wn1
ztoF)_7ueItL=T!+q_sl4zmzYwMOqm7mf2D`de$46o8j9&A`n1WaetXMPkn#_PAv4S
zl9`!J)jFc;kak<7j>th;<mIxW=liBFCm67`!n_iC_c+&)hY9m;8q{bh|07>ZZ;Kxv
zLO>rXXQ|q5X^p=GH_@qy#3tY1YIiw&e&c+;v!rvzeDmjO^qvF}?#|NLeEF+$cvcrK
z_-SKqEwPq}w8#fT5L%z)g?zhQdsAi^tkpoVc?P6OU2$))%h)TSErJn!{e<q)j)57~
zXS!Y}CYYOJ05oXTkeA~hRBH;OaQ<@lr7h`C+ZTy<Q>*1FhzSXq2u%1yY$ArUc7LWd
z>=UXe!b*HmWsGwZFOlqK80B)I6!BBN7s@;Pckr0l?EC`|Y!&`4Y{sv(bE+1B`FAPZ
zqp{2neH*!nf;u>aAd(Q;z?Eq$7?x?~8%CtHGquVB16z=2rS2$=<<LzBqFD||Q*0MN
zv|_B7qu9t!y*6oyWXd~}HvH+Mnxh_3oV!QRQC?8L=VSZjk|J>OH8h@$pFkeaBCC}O
zkH=3}&{WRiDy+rS4GJ9fNU@T~a?lYj2)2Cy**k3bH!uGIrVABp?#>=HEh@ASxiqf(
zgYUk}GD?G#mx&*fjSNZ27>HXHZ?bpT){$Q7d^03%GO@-H=-Rsfvt?bX0XQwL=7u>U
z0%ZcSUs0y}+T-^b7=W6@A|x_-1gmhXC`{}<WK{&ngx}C4K^3ggDmSi}E>rCEu|vg%
zxYKSMsg%aZb#f9U4Z6|>p%3x$)+(vfyDMe+;)rW9(b8!mkl5eVoOIv3yMmWQpbtBy
zC1GWycl!SUCu3>1ypUL06J&Qsc89W3VVwrx1y~z#VzosQe2GARawDWUv%IdV`Lz)h
zVea-!J6&&>@r+vKB25&3ntQ2IPsLP~9&4UR$KF-v)?q7iX`Q5$%9v%xMV2;NAF?)7
zl@pnUydIgD>!*&?s=J&rFQLe*g@5>@)NX78>tg8QQR|eAbYNRp0BHZNR{OHJd2ZS&
z5a7uUqA#qDOaP7Mt}2XK<NedDT`yp7%I<YPsfgvx9B{IPB6HH-qDIP;;T;k~ieW6>
zz1-K!k#s-z+GJetkGXpRMGI;*zGVU@y~C~%r0l}e^r+rL0NYi(p__Qua2gm5B2$uJ
zTF?YrD)q<rS1o5uROxyF1pd%itqWtw3=hC5gv%*_K{8OkzdX-WxlUUVLPG;k&!Oe~
zk8iZaMr{@0fQ(fWL2BhkB^$*;Jz}zoESEn{yB5q8R=vJ>6=+CK<dHvk09cHM-z1|8
zKRpj7FnNK&7M02bh!;$HZ07mMdOym2u~6`!?7LnmTJqMnEa0)T`&&gl7b%I?X=T1(
z(_Ro!JmNH+3hY`QVjT$@cKwOX?2j`tmwA)mKo3cc2@jdVl8r78-J!gjlNnxcgII%i
zIM=2J$$Wrmv{#usv8uG3uG%d9(bKkCu-nH$uwz0p9K|*A@`6Kj>Z|Py>p%O4DYWJ~
zWSGoz6l>95ZR-z2rGR~m?Rh|d9eml*!k;_|ZI21>c-27!9O?Pa*|T6NVe`6qC{)8V
z-qtec>btw{;p@QDw#;X5&!(lJgGdJ(iy+9F;fqEA(7oDf4u7Y%czwK_yVt&U;W`Y=
zH)ZJvyJ<XxDhTgne;1=RqvtT@?HzzV4ra7!8-!L>2Q~tOwtg_C$gFjZ!l&d@1*=%d
zTzJ{ZQv&EOP5&=7$kH$Icq5ykKQ}4C>bvc4BgkPxqxgs5W&YQ6j0R4RPwn`{3d1&F
z;nL5B31l^ZegPK~7WmVs)-X+PtQQpJ2=fdzFLjoz6b|it=01ml-jPhD?J%<Sg^gg8
zwg{rHzE7^9<qDrW*Vm=wdbMSEO#M5M98f}Vn>uWAr$88<1eo(RJdYK$WXLU*xR!z7
znw9Bd-I2!mDDxD#5Ui{Vh4HPA@R|$v+>9jQpNQ375Qj%-M_Rh86G3=MOWh_Gt+%?0
zqF4pur;=2g7A935xi&l=j%`){_OE>L-bkq~RLf=ws$H`+m%9V8nfIV_*sfqH&IC0m
zUiSwm2R(9dS+?TmSrng>F?HHTiWl3Y(Ro)7BY3eWa)1%e&2^$gig!gKD4Nqzu`<)S
z5U2<gSg(y6d)}LE!tn?wxov=nt5Gf{zePN1m2yYO*w{P_nnap$Dn&6@4wmk}@b{U;
zCyw)-vmPh&|9ZX=^wo`bpEMCYjp<Su2?qW^7Hf~qEq}f~!|v;`a=qZghxX1o#f91)
z`e{7%C6&WB3BQ~^ycEZ7EDSzTjQMB;7`q*{|IB!j+645o@UODUI=gPM8f6ZZ^$KsH
zxox4JM45+cocUyG-ClgaUgxqedj-uwt<>^Z`>e0!BG=S1AvGU|XNk;SL9nfRAa4UG
z2R1+8H!PPYb?<q{Y418ZO<gX&eMtY|)YS$p@N_<@`+mrd!@JJHFZ~k|RQr^Z8|b^Y
zqWfZb+DZGb{_p`y>M=~sVzl(La)b10XcW|<DY8bBhs!6{clMT7AkeT;UsS1de2lJ(
zw2q&xr90phSv5(-XgUzip*Rl&)7|~eH}^~py$v%HdWysia4fz;aw_}wsjByPuX?O@
z8kcV_RY%(U|K5za+iuG~WwT|+-nU;3uV30>_d2aB6(Ym;;Af+#t_qA#&~Gm&)H+@t
z3?s2(3r2@%hy%XF97Bi#W_F{b<H@;uPxc?T`rFfze4fwUAQ5&nD+yEArRk&OKmB#S
zizBaH(^r|BKDFJ=2^rtU5I)lLHc_6w-TmcBwB_$NUkCU=T%*dBNU>-;z)VW-4Qy2X
zL!M#<=##9dXJt>@zo1+R&xA!pPGl;(dUBdW9quet(AsIeFA02JOe(!*7;?Sy&ttLy
znqn<N5Op9pp}{%1RES-PdM<UB7U)`Z8dzlE_UvlEetBMx;`Q-IM{JK>s*a`ir`JEO
zS6>+XUC=JGez_p4T)rRI_BQKB4T+yw#1<?OiyB*5!5}5EGC7HQbUDNUb#-ztyC--Q
zGqp~cnOU3aF;q5Hd)!`l<ypy|)lH!-5j*iGLuy+ff(gvk<!FgI3gn7lWKmq^iIqL<
zh^?&5>#T&3BF@-@`re{aBwrwYc^0|VM6hx4mG7Q^c6zm)kl(HUWYPBk%^AL*=9}CV
zn{89PX!G;ZOr3S$@4ypvb)XddO30=YtdWRNj*u>b!>(jav4#5{%PzC9rN4ca4oPXR
zZ)Cp|X+E>ZLvC;a!mEO~pkyj-59UK!?CMTBNE-aNHU>W7n{r3Wk37L>3=3hZad(8W
z*iYmaPi~wZ93J3*_h=c`l293%(>D^{hoV}#*{?z|*ifVdR)_^K`I}*vTmVP*o_H9&
z<T21z-<~o*us{Cb*yMiB{>1`oCUGddzGlYzB93Di@ogPi%U_b3=Xet;kz?nNv)@Yt
za9{Q>YJ+xezN8Y+)XBxT+;7-$t5qw?N422<pb5y(0AvUc$h*!XP9g_caV@|QApe-J
zmVU<FYBncKC>qUQ38)C6%N!VofZdd+6)D<pr&ha}6ct_n(^QP-Na%L*rMC>|9m~b@
z-R%Xk<)hS4Fx_?Tg1tv2DQ3iC&4c?d=fwxs59DEZ&3pm(1izJ`>E+Pn>HyT^j77RB
zUiAzb0`<3#LWb!W;DZ3$dU{+;S_36()GwBmxUYNsW?@8`uDa2mX{Ej?`=3ta1!lY1
z%d}tpzYgej$oHRY3QoO45bR{vjEObhCupf*cz(6oj#faIKSBw*AAezdj3WE7v8vVX
z^9jDj3XBqI4xa6JmvZx_uGP$sWmd=2B+!30Z=c(`SbPL};}yL79U^DzJz<D^M_O&}
zk^gpk?dV#L#7-M|*T`Rxhqoqx(5y+b{B?0<s+>b$*nfx*t{eb)nko)OAZ;_YcVA!5
zh00&Dkr!gZY@Hf(V4-25Sa!AM=i}(A{<OGtYwZU&Eg>v&*8KWX;c|QAtPQE>J3?4(
z>QV8GF$tL6kXmO1E~wrPW~Mjj`euEa>1728hF|eLv1YWcdeSrSFiXhG^75@D#tzVd
zTUa&eu9B@QBmCkJ*e5N#gOM<#%m5f*?`uz-1(cf%q+c*~*NYCarmpmuFUb#f&@vBx
zag)HZSy#=kaT2F{7`Y+7e_{oDB486rfZLJtC*{9K?4vB~y#&vSZ?`eZI&Q|uOiU=L
z6dcmsNn>skBs+#FU@)KEhH$v99kwFp=&J|zrcUT9)vu3G1|L4`x)*t6^`T8sb4SkN
zIT`o2<0ZnbtW&hv8OdY(F+CYr&4?9v4RUT_MrT%j{T9X`qsV?wnduHkDwrose5CR{
zLtP=};4neLl2Pj|b!P6t&!{$OW%2z!1rWiC<3Xi#@4}euMCtR7JAx_Vy-&`ypSl>g
z;`@c&b#LEnMmEM@>+AY4oRyOOtMAT{LqWPhfvK|wT|jHWQHZpcSsyjIAjlAZ<|&hk
zlwe_y6stzNLAZ%rYE6yj5<#2Q<zVw|H>3sE6cxOPax+hUk}Q&iN;KXA6Uurh!_h6v
zf1d`H6>%Vp%|Tj4kP@Jq4xsaOIIn6CBQ9ONwD;lWw^Q?nvmU(;-4L}qO740Z`?Z=Y
z$3nZzl-S43t9bXpU8eY<qUw{Zlun`M5(YVyl4G=1YJ5Bun*B-rrU^C|p*lPja62y&
zDzg~N>zo3-Jjs)3h9`R`eikk-fzlRqFr@)vWX0cIGQ8u3W6=Aql8afZH2JnporUH~
zQ_;$eFf-Md|8A8amYG{Hif!<ic3XXlKQRSWS#5I)mq97K%;HRtdueoQQB1Gc;@1TY
zugk!I^2vr;Ws}Xih51v`+So38rx6;_J;LiyC_3Fv7%8iUA)~+)`0=rQG);X`R!lg<
zcOWdfwi%8bF6dEQdvcV0?l<YeGe&Prp<Na+5FFYoo+2OfWJjuvO?b(;6it!QX{j#=
zs^;pqG3*2|f_>WR=4F>hK9wCZ%+))1eKUODG1c!3ZV&r*%UBXIA*9BZ0#NbOW_Es>
zK1Fw<;Md|W2B3q*GWNAFT(mSKd=~+h58;>a*lAX8?B{no<D_zB%}ID;%LxHL^UHpW
zL|tPU;iDld8*c>(+SrDu=3~;dkUa0gn#{V8&bd@b*-5)wN3W;k&+6O1y!ZauNcU?u
z@}>X2EN>Tm^f86^Toitf-k<;H`t_SS*RDVKFJA3w<hiCNOL|Zux<v?_z<mlnN=#NK
zKhurig#Yc4xaRae&<)~#tXtIR!<{Dg8x?2D$X6RH)L98sT<Z=|1p79c(+~iKb2FeK
z_?%UJBVSHHuFs&Z5plYwzj}q#9JNj`CwLw^HS7E~7fSzEarb@P0O_aq$`qnG>CEOM
zV|#t~+<mQ6t+()<S$p@zI{O!cmRon}-bJ^?dEDk^=d@Pi)9Fywrr$8fWKwe~BkRzR
z_m?1!$Grr5211o4l_59!kF4djP^PYhh57|>So-}n#PfIhLS--OS=(^DHfmP<&~(~F
zC$}W0zJasx&cb1?r9#{O_~+NTxLR#HQ`mj4)#WFw*XIAzS897kl%uZ^0vv{Ho3|g-
zci$D?t-2zd)@AuhggYuLS^b1DfTVIH05*nwX=_LYEeiqPL?;vJ;RA$bS#lM(*FmAI
ze3$Low>xB<TpM}dxK*a@=E{PiT2?&GDDxEd1=5d<#N>b{lL(q7E>G6n>}FM<P;keV
zs5o_q2<1NnCWA35Razp4#isBx!?6w1tK17}4Jd~2s#~`Y2>a@O+q8Vbd>mSv5$20S
z#gJG@R%bQQ+^5JFQRXLa@&_WkCGsS2^MMJ|sv1%(h{@)&3W-D?YDf$1xRisl^-T{+
zwxaGr-;z@;hm#kQPk$Yh+&hY7%HAAEn}AeTW$BD#jJX6z=F&c=^3)XjUuzFrTOT>r
zQDQi9<!R}eM^ECPY?ROHdK{UwyLPJM@xH6`$(6z{|51*Ao!JuGJYFkRaTPNY4kD{e
z8H3FKu(+1rUG@&VaCO}?vf6;Z+O+gGp(wz^mz3~8p5OYcOd*?izD<ieZ+4gtz#%xy
zmcu~;^NqEaSk%cR*Dnc7P~p;U2v6VhRfe!9cqYn4Rzr(p8$8s3U;cKz7Cjs9tLwp2
z^(icjTebcx(zq&yY3uM=y*w*wBg217tLG3xCufam*)L0*3&~g4my%agR<o9(_w5Rp
zfD*ji4rOI#xn+5zul3{ZjkF@g%DBK!=}LhMD*#=J81DSySrpE)a~VLx*%R0o8KJH-
z9%|2l_})|e8VUr1K_#}J5w;*8I4vM#A=mh(%V=Yavxlm+{T@p`s$;S=W8%O9ItwR&
z9I~_B)<HNf8G@Bdi}61I8hx}r@8dN|R)lG#(sJ?-%ouHs1A+J7f|bRDA&icDG%$sg
zS7u+v8^16MIdybnV?g8Zurn(LrYa2!$B%nxZ2XEEvql4;oLZ8W^LCrpKuqJ<kkLBU
zP>;C;P-l?E;pX3WMR#6>%<W#9^}qhsFq9dg+C8BJSODKda5&BKvNw&SYhx<~N_C8M
z;lsHo5htR*=o2_mne<XJ_2)t3(iX?&xT5R*GcHL<d~mtSNorMC6KlTOqcU7|m9g5~
z<He5h)rCzT4j=mUxYXOUs}xT}|5@|;Vf}d4l{M>*pNWe8_<B+=Zq*v@jp(_e+`8Ez
zevwbCBec*$JQm(Dt_0Gch!YG7OHNY~QAG)>#a%E{p@UT6o6@6lk5Hy-OckdaJulwZ
zWEZl{4Z!M)eTTB2Z2LGH8U69zrFJ`ylgCqE4>oRa&!rU8ZJ(T3k;&N~He@t#<-!hk
z>nlfeF3ug^Y-NzhNVUX=N5N{5nBtsL^m9UjL^w(dmwFlfi?z{n2uNV*EdcMAy)ZUT
zcLI+Q9DPt|O=7MmCM&=`7sXdD+qUXWcFLEglBQkP^5SRYB1jQU9xm7Bz|mV=4bO%f
zOwfvuN7kZ(?;Q>cz>-qStJyD_3=ID?p~XdU5^R~RTb41tnZ+OHL1bN~jA)2xD|JPA
zf%4jCVHi=cTS^Vp9v~<?7cVz*R(TFthS%I76~i>1L_d%L(tIq+yRqUt;d$5yoRl+q
zF}wCqkRSZcQ|fA-b|VUg_5$)*!R|92uv*1uTp|aRn8M7fhM8vmJv?9EbZ~j?hwEoe
zZ3>UStKFt;X+I7L{}q@e&Nv}@zdNKPRw^S`tpf5l#%3rVBzjhiE9#?6q=Y1gG*kh9
zqtx{imN&79wY61V0sr#_$V<kLPiHt{SKlN=_IeJ^yVIb~g!X6kLeFrP{??uZA#hl>
zV%=CoKB*`TNtCk$Nmx0Hr~TLV8e5qfjz>W3AKiG*tH`D7ykzEI9Oru{;J@5Z-s<O!
z4ZBFdQ)y3#CQlU4zYRn_!=CudIry=0!V$gCwKokHsS3Rn7A!HoD!kOpBFWn4pSeFy
zt?JX?$8?Qe4K)nk!EjJdpW8R#heTqAs{dx<{dniJqCC3YGDB1deFIWs*IbNgv@5Mr
zrN1{Q4z8|Wd{yG|RHf;)O06U22cUO(1@MU<wqcrrh_$4A0D+fH2M)WApJXwV=^$sS
zj)zCwx7YvXd`mm@>faLMpTEwXR0rhXqG{>f8`ZGB5TPcZl~x)$zR<hm(@B_A(H82<
zo|N?KLm?EQ1`aE;slps|JmWN)<--AtndD$^28dbq^n5L{E&s@^#d*w!@M>n(hi?QV
zm)RInSt*|%%?Q~U#B41LPG%s9>l0jIbhZI`)rzsv145$)A`inj5d0=M+#B#Tsj?Gc
z%wjo6FUILvL^mIQq*NDvJ>CJlbT;wH6U4cemx(q3MMlKRwG)!%i3V__=_@7}`EQX~
z`Rw~^N+({t9<$XnuVC)k-f?C3T)y}olqx_iO!;`3*qLw4+lq%_b#eB2Y|8l{&iI4~
z-y|RlSMSjBM3}O*ye>j?RTL^Kcn^XzNnZGyYpxntTnfAfrWm7~y+5(@Cr?(nrLQm!
zmQF5xDBxQk3zVhLkY&I(kwCXq3O7RA_`oX9E^xAS9FLYRkX!i)czA2wWzgi6=bHyF
zxj+0=amzn#Zsx&`hFPaW)y1poADlhCmOQX*_r(o&o`t}5eeKqXU#_(|xW_ko7|ESs
zG$(cFN2QnG_RYYIGJDI#7BA8P0B#H5VQz@Q?1!hDuyLZN?wxcZ<s^i<U7GaFjp;G^
zf>=%MI)9)CSy@MU?=e+Fym;Zkt78mD*xkaQ6;CTuhn{CA)OvRuwhCEurEal;(rVzn
zV&rmFl!*p3tch+&*LqxDp5!!mgn5CoRyIHk6+2d$dGMd^O~!pb)u~PIrfmH4_)$hQ
z2Z3@9lM=+OH|Surn4!I2!4WCjLUHCuKELG%4~kyrgz3Nx`~7X!al>J?&B)QfK66=j
z^pTpLSo!s%W1qRCg|T?+o6GN7>MeR7^-c6Q{*av5U2xC@DAX&EjE3i#`J5eFB}h70
zHph?5@^gM@wAMJDHOto0cI-P%->woHT_)lSO;sf&mr&=$zW!9FK8Q^?^{E&B3Q+6U
ziC|5d5d1{{^ugzi{DAD2je+%A!GZW^(n0DcHzTI!^cA7jr)r$ZuBC&qwIsYyHY}p1
zcP$o{&0YwFr<s?^7(Q!(UO<R(BoTi}_tb}Lw?EIkHWY4#ENHC3#K%mh-tsAI9;`5w
z`I(w@nrF|8MR%H}ly%Ins;p%wr$$v3%<(>+i3?q+9G2SCZut)aN6T$Z+8Tj~&>+75
z-{)M1t)(gf!u%g4O|(3;jk93l6;krly=V@?{_M1GG`%u$O!^r|=}t1ulX?8~`|81A
z9kmK)@le{=kc<URIsn1a@Y><MHMas{U(W-DuQ)@xkov{r4e8no&HaJx$A(<~N$joA
z5CS`=o$A~xIbTb?KSZr_G>0U5TPIa3E0s5a4RrGz_qevc5MTh<J)p7zDV^=COYKz&
z`1uaa=E0!$eBdI!7awME6N0r~HE~CSpL+bHv;5@=31!36`)@PK0}b>L)xT!>F;wT3
zMdh<&W_cO~WnqEUE-_<zS6PE8?PgQ>iZQdYGEY<38{4yiQNx<=9U1sKXj`w9Ctumm
z?rk0?z#iQE+;1DX;4pI(Gog=4;w;D^F-NW?W+bOzp(dbD4RZ@{9!e%d5nK*w(YgYH
zcVi>KCi`+7^jW^yb&~?x_1xK<Eye!bG{$|4F_se(G;EnUr2zTc0m+H<QhMzDJv!&|
zAw99dT(QwX%8s%h|86`G7N)k49)Gf}p+x&sBg-@EbxNw|Znw3;&wQ5`PodGuEs@}<
z21QHq7%@pWWfCMwo}kEz+?05A$(VKp<zVhw;)W-xVvq5<qL4G*9nILV2r{jP%|LOI
zVw-pvT)6C(A9n>HA|#n-O<hIEbo4^6oQ`2OBJCc{-d!Q*#J-)vQ~@OQu%Q_(WksmX
z)tk-^mRYpHH#TtY>q8*0@;ndxrQ_QhR$7xTD|R&gKhlx+_b8X9&-v(sjsJ1%*=x@4
zA;Vw8-?}><%)X~oUwy`1x3GJw-k(R^7d*ZkzB`xdGFwaSvPxSklU~MJfWX@EN#1D1
zitor{D~=iNtVsN}B1Qkow>bZ=!PfAA$8H3G(izvUa>OEyUZzo6m}Q-Gi-%tJd0Z_b
zLOY$(tG7ye4NG!<T)=~@?g<MS_G5=0z@^IERZn_Zo2oxrNcrV}?j4D|E?v`~wQ0~j
zGOObZUnA@)2cUmCH`f!sGHy*J(SZ~@EG|=$BDgjv9%c1<{Wm_nLVz#!rD8kVt`V;P
z?snU>K}&A|9Xa8ds2H0|^_W#*__we>ZIEU~r!l=8hl{~99vWN}SdYCCnenOIwDRlG
zz|8*YojmeX8hW#%jglpAp2kpg#f{aib;}CN=LSc}4$;{+gj3f-)Mu3lezX_(DDQ3;
z4F<c1B<sh1T9y~e6<ZWkZdayTnr%L?)u$8}eKQocgc<lz-<Y)@)%Zo@+tAp5%bR<~
zp7Va;J^e?_NJzcgv$g5c;I?lozom3qm5(N^#n|wcWr2}vLncsYPaJh+G^JxlVR*x`
z#6~W)VcxgOQ;R<vO(N67MO+$lbG~!Ua4Ag<b^@@pkst%Cp^!MF(V>{+iA`a~4Ia!~
zyt25&Lsyp4P*Tw1NkV^Ybc7Ij=)-Fu^*oWjP;HNevY2`-bj_iu19;tp2KqW#Bk~G;
zV9j}pcd6}Hsy{4cILTzT>%!4)o6Bc#N@+88*hS8f<l#LJKs#CdN~XOBHk^O@uG!-{
z4-qht(v=-jh`M0wEM|?aa)1h*1h*jn`dtp?-mC`sAhZ-^u8Zoqh!pvF!jQNr!+g6~
z_2@XDyXqiv=oRdKzCK+)7nWOSx$;0;6q=fVQna?nGOtpid1yrQ#J(;Y?enr&hpy?G
z;-$q!;3eaj4msVE2}L-bw0-cJ8#7YU|19kYQ(OhhiWl(UIDva7ph7Cc6jp?Y0J=fQ
zd$CA8{k)CsK(y{BqD{m@X4hEz8&uwZ#m6mPL40~}ha0%rDxTfL=oD#XwsJ5HWn_*c
zEav5~%ya|bEFjjbm4Bk$w4TmXgV9J9<`8g=5QeR(vQQD0#dDF0sRc61$F6LB+NYw4
zKhNz$*FET)xoKSs+oH60w_dn5G3m|4)i>CBdDAj4G#0DZDKvHAYR~LwtDDCKoMouw
zSSZ7YEPjd2T*Zp-r14UhpFa@at6l6C<(z3%0U#~hq{?n~zWyAFz?Jj_&wpw9FEX<{
z|EZSk@%b{v&25!?vsL5Gsr7Dw^Rm(jR{90D4TWR&A<Nhef}PH|d!R9sWiB$wYj5wm
z9xEqNgF9!()abpbwQrO^Zfwrg9!Zn2qm?3X5|M^yIh1REYN{C`Z0q}SL>VHeV+-Z`
z>7JEOg6m&HdV(S!o8b4NuoGTEzl#bZsp5?}h*iDJ6_arYhcM9-!`U}F8+xjrjC|a_
zYp2CG+UCxgv^Sx$wB&`cf-#H6{=BW3)<M`(RNRuGMR2)}sUK=it`0A#(??=!6gY}m
zKiAe(c}Q#)ip5TqmBD;MeZa2vgE>yyvmSYEvm?DY7$0P*U8CTc{F-t$%g&6oD_E72
zzD+QMA_IX2%TN}IVD8-kg8)}(hdj!!$Ox9}X@kmgCNYpo$}{0IFA9@^^hjHK+C&o-
zknF4}vtE!87iKdrGM+W|^Fo7IQt7;<p{>oPQzysFLHNJd!r-B=6=)y3ymIpLflNbN
z?bst8<O4>4z+smENEAT%-=*f39S7q*1iL~qdltk(x~H%s`fri6#BJHeYCgr8>%bZ-
zy-_>ZC0<(sUS`5`7B@CFu<xGcwU+CsATVM?Bz+Ac)u+7wqK&?>BSokq>QUqYJ8hND
zdNgg=(5w@$d(D=7P|Pee#X1(IFW|iMJ0ictv{az*HRAQ001wJrAs$l$q4)kNu{v!k
z7Ok+3HM#SM{9)hpKjDGQ$ng3llU)Gw-VAL`T+(w8a+8;^7?aAAhDBlS5ukM8RQ88Z
z<R~t95Eb2dllo_F#OusipoOCmO!oi8SZ#`eXM`+=0}-1?ef1%Tb#@oG6?brw0xxLQ
z=Bkp)Dk-uLjvZLklXX`CW;~m{_TOfySzUmF;tNS8-PlXW#zeXLNKA9~O>7J6RNu|p
z^41c@)c!sx4`>|6aOEfN8@+2tLg^dZ(Lw${d<B7hMM%B{zdp5G=u*T_Z?(!=b*HFc
zsA4N@QvxS5o(dJq5DVkRC%=B3{Qk-K_q(=!=fK)=;;`)z20IM&Q4tlD#`mPJgAza@
zR%lN{Q#jR;%z-I+Wuq#xd|LPox3y!_>78VOy(EIq@9*jJWx3b6*H@t9IH3alp(=Vr
zR2YApKvp1O2aig%4vc*W6py`}dw3~Kv5-kNa@N=Mg=E&P)o=SzUlkN)zX{%J;p3eC
zq8N9yL0o03Yi22b8-vRoC3+H*8KU){wX@HF5q?koHm&w*&Bk5DANF$^!k{&ll`6DD
zl3}Yrtw>HXE-~ew`m9*cqGIFQ*(4`Or(j~=bSYclkmmX{+=@SS9+O#8h-f;BL6#-{
zPbZ>-*AX~ck5VLuo{qK>P&e1&d=2>lNzJn7B<BeaX$k8|+(mCLD)nYC&(3o`yILnN
zx67JLH8n$&<jxl9S3nHjf%GMv<)tqfC{T#_4Hj4C6|hAXHG)c1rez>kZFIajG*XZ;
zcqj9JI;*V$ByP68uIvlu6TAkjX2QRQBSmt&kKK@hvM)zGX}d0lEAh=A_eBJXTDp7$
zU@I}ZZs!N!h^s7OqG+WJoN9ohU3h*Qj6k)rjByECTH7)>F}H(98D@=`<@3b3SwXsZ
zY)L1~D_{h<%noE5plwjv4e!}~-PCv8)<eEKvzYh)TtPfvS8?jNVuj6~Uq6aF@NYS;
zGk^~wusv6TU3v@Pq1HxxUixQicxHK3Zn%z?$S%%fhsa#!Rtbwd!^0<kkFu*GV|Zmg
z+ku)ca>a(F{JoYNE)HMYxz)G&QhW6q>u;upmoM(KjnsLu@#PDj9Q54Op`(}nr(+Np
zD0m7TmS&CC_g@3D$0PZCWmZ7Qz#)~4mmDg&X9D=2PBDvmtTlyy>xBIu&ttErj}-KM
zzzW1!$Ubb|IG95l(<YbP^rPE5?}e(xkFN?+`=>}5=~}dCb)dWS%Jf!>{p*>B?f2JO
z&hj|g^l->-g~yc9s{q)wkOm!Oj$sCx&ePH%3&x!t%&@ukKVmqyUX1-1nLg86gYBi`
zI>O+;5qaK8>jHw`LSUKYADIrL{(J+f$;L7k7-;Bdb~r?q^!FFpfuFn<HWei}ajg(C
z#ZHuMuG{YY#q*$Furot`-A_p*rcDxI0G3Btv&%Y#77<CME@bW(sWXw=WXjJbnI|$2
z-Ig16dS)MXAxpZp$f=z#7wA86Egn9=5WB1o`a(ypg=7}r?(4i;e;@Q-_h0Yd0lTiw
z{!iy;*~;W&yKFC7Ke=)KZpDk~omWCPWbMB$$^x~^tHTy|&KDLZ`sE6Y!omVb#|k5}
zx`80p?y=95n+HAkM*uUMCJD1e%^`kQHkWtYzm1(DgFRmnH>#z7&ily3WgnK@>rhz^
zNTiWYsBzk!;}b2r=Hk-F-<@AM5Ngx-(B&Ujtv`HI7|PjWIc2XA(!#Gby-T9S`EZ+A
zxBe(~j$6F-lBp0Rq#-I68N)}85)@Eo?@)P;CynJv6YL;5uMb^|yNrVeHAuoMWHCl(
zy5FnM@r^Q4ax!yhE_B$+Cx|dY&?H>U3ve`d>Ma1&eA=X)z4zASs*3!CEsaIh_>=+^
zy5@9!TUrR?SW!+P<{s|<C_49WrvLYkBXY{Ip@<w~(~yvenB(TWgP21p%H~{FQG}e&
zhs~ML&P>!cEINpkLopkLRFrHwqdt+ozx}Rj|LwZAUAwOLYwz9n<N17y6kT145VH~>
zB5RtX+49fDIk-GIBp`R;WU7>`gP|>(OHuXvT%i|=kQ2y>1BF7!&B_PF<eV&3$jvkm
z2v&$EfQ@8U;o_%5(EB$1bHjo$PEvjTv$rQnAXyX4oG8Pf+(sNNrW#3R@`@b%Qo;RW
z#Ak}Qt;4D+Gte-2kgUF(XQF<fqf;kwR0Z+Pj}+HCw`06NVH)!kvL6kXcueRLy@fMY
z(e44MGa}{`VDe|fCH|klzJQ(E(br9=%CPwqGrh>?h73cJe+wkzgiOTm&=7BS&q6{w
z?XcG`NS0hy{hE|EEQ1N#bDQLkuyXD$IAr{)qG<fvlGyWOr{B*$ftXq`*)1%aJg#_k
zlUeSJoM#{AX``5`{sE|i?tTwA4A$V8$dC_M^^a|h=&U)c++)<^;Ce`nm%WA6eTF+G
zBpDxxyR)=IHn_gx^sd2E_p_u&LWfN4cw#mxVcH@5cBwH*4!ogjPMeyRJ&j;&=)R>*
z%@E7=ZriBhY4QO$8K6Km&N<CDXP<+V2_jK+kEhWXKkF2L|KYm#>d~FH?JJgNE*Hrj
zu=FV?cQ==CyFYSCq=U7EfJiK`d=NNe)>+TjCa3wHtVtZ!tMu*f9m6}VCoQ*BBXt^b
z9tP<Rjszv}1x9y2K~IrG4JaK3D}tS`6&CK6GLtL<qVOdjon`XC`S&MUIHgT4sb>Lm
z@_LE_m*mUxfwL>aq=xSPNTAyE(za-a?KJQ3Hb(sc&3A|4)=|j^Jw;)5gKzk;?Bjec
zo&0s4QJb9V-u*75wCVc|9lQJ|FK7Pko_}F}=H%W*#1S3I)4Hx6MN893$Cr-^qdSbe
zX<tqwD0;)W^(e<uE*Ae}!s>5t(-}_gt!+*<0X{u|@Xn(Rz)-z~x!g_iw2zOM4-w;C
z5BU+_EesU4FK#Yk9u>0g15m&yA3S0UuN@sRtA&0eX_|-l_Wt!6S0&#wBu7SckaT3=
zTaCN|j))oJ)Jzst%Y7$hAB1Tt(mlP#S<c&1d~rH|3L_T+B&$_E<Gm#!J_@gBT_liQ
zN@uo8$Q4SxLRC7U@i~<bpXOQtnJbvdIau=335~@-E;8EzA?V|V$tEELyXVk&3Nq)!
zU13)|(72`5%=m-nCB{$(?Ui1<VeZ^2gdinzib`ClL8Ys&q@6x^AYy;=q~J?O+Imo=
zo>}#Rdy^O9w5ZCSowX3_XtkwLNdymD?WG!my%}aeJfjD&lcqqP)NB!P(dElIexk*|
zmw?`^F-+XacEPIG7Y03Jz39^Bz5Emsd$w&VE`A_Sr0sIB?(GWkJB`42c;&(-vuX|q
zos?Y)P2i6WnU#hlqAuQO=8c$4k~YS<+(J99M;|Ip>oWcw<p6s3H?L>zAJu(6;00%l
zmzBvBFnQ4%T)sUzPK!qNGP7ECFTs_d>|KR`K?%Ca!dcR<9e27;N>3B4yS~SA4gJxv
z$&WtUhn}hO`3*j9#vTl%kcE=>glujYP8{k1O&O69h#hcOi(@FNKZo#iUE=jVR66;u
zCK15$ReQPj<ctof4Wa|*@Hshpp72U06$p|9iOwcN6P*^feBE&m=@Wh_`C|LUqd8P6
zW`?GPEv&A1x*y@^IJgG*k~-F&h~&%BIo19@{h1bfT_?0p634JsYd82QLSJxc?h_vl
zVdII2%v=g=QBAG)jB1;6mfWC?6jZGLrGr|JT6%lu7l)#~-!iX$d29i$6lu!T|1x&Z
z_Aa><jZC}e3jUw5yu%=XSUmzwGPYTS2$MJ$8bo317`<$!AZ;Z&)T<qr=}ok$&udwW
zW9N$CVI4CA+S54^cPJ+mv-;NY#D}m?PABVa{K<`sS0Ucx^W*Onwl}I?J(?&PJz64K
z#Y%jaE|0vdUaDL~2?{ZZia~(9o|)N*khG76Q04X5UZG&-#_t9}+@NmuQ!F`a00WzH
zLo!XI^e_=i1QG;JEMHJ=ah43aslO0JIhcFh=U1^CMMFBv1E;i8aB}9tkN5wd@QF{|
zE{dtOj$*UeOrf=$JcNS;)NED4T}=Sxa-Nnl6}y)mTz(ign5<5dPf`s6xh@;u%)Mu5
z7#8e8`f3|lGnkGU8MbsOWn)580BaaNb2%nnwNcuFmdS`|jq9b9wtSBm;^1vwZ}LJn
z(T8n&IFpco$#tFjJoG@o&tg+Qo4GJ~a@0q=*AS%e7VH&LSvz4Wt(>ykqoXFoP?7u$
zBwgNV{Bg790-dUUOyT(XFRkJ`fwT9%Jd%#H8F=zPu^;XypKQ-{E<c%@^MHj9d|wYw
zQCvH5J77!>Fy{5`Vpx<5bJMyYqPmtE*ffqJJgw^iX<lp_0PtH)x1SWWoiCb%fq<-M
z$@Rl_!W2Y<Ra)@M+$P-$`)y!#i)9HD%&XGpE+>zYpRi=3kNbrqS&D6A&Tb0pxy^{E
z#cXEVnj0y#xa+%2ILzVv%>G1WyMq@<A0)iu4fh_Uw9|;emn%h`>T)nI{5LQGuO=l4
z^x3GaB(}O4ZdBqc4Q1zZ`nH@8UlNm~M!wdbofe3vx7o4R(oibTcJ$UBCaLsbZz=v+
z_V5X*&pV9$GCkS5ZjFoO((e}31nJzKpmU180Z2X+QBuOZ!-%|?Vt99~(>NfGWiJF&
zli1b5qB7<)xXSk9hrvS{VU~9LVtBYS<+%i|)9d8sv`^ZKP00ESme`I-bCQ`L9%Xh1
zmIj2&!T%8gPq$EEUU3^FVH9yIE*}`jEarRIuX5(-%`5R<QwQ(R;-CrekGx}}qY<0^
z2drUSCb^Ca0^p^(>XYG9_XM=NcHuF+fbx!l19-(-YZ4zmd~F<lm2a1OM(0eAf>Jz%
zeSBS^byhX+V0<0u)?9y0QFJ!Yg=Y1|@iUdEn{3riGxE=-ImJvNXg)5b%yAP&EVHIj
z-N*<mTImAhvf$7(<+>m_J)nc^^}c6YV@#i)FOLn7c_@x%>dhwVYp!55um^N9nvtH>
z#x5jRDCjrZ`+w1C{GPH|0ojKcnIFc!Rr+(!Gm6t=MKLwe#-R2H?GPnGd=c5}g#~4X
zZf(ao|6~HZ7da0yg<Z_kG>yO2u|E{OwB1+!A-L();^&zJWBs7-x}~2ke7?%7LjaQw
zwJO^3%88agfp3t+><tbZt6Wwut5cX&E~jS{2KBb9UVzPv;bi@gcYj>9p~;DvOrIFL
zP5k?$m8VL~Xh8tOR8fagDa`#E7BU5yk|2ArWA6-$W6zvVRGf5s7nFJZT#5O$+!NQ}
zwwE0{-e<C@9b==SYb!%Er^!&V;CsP|G(%v0?i)<XAK1JDNC1z3!m0qa<e5B8^n4PF
z6rCgoS0}V=8hMJIfqTk9m5Edt-7G0x-={MYmwQ&+zU`dmprPH}74v=l2O9Sl4BXB<
z@#@frlj`rTS+7Q@g(k&=eS2AUEJjSyh%B5(Y8DOeL87UBTN`OV93KxoI&}WZcjMjD
z5tdgnjvl!*ym*TwOr7vs*l4o3k7(a>67f6Cv9gU#gmdq53h8B#x}MMt3}!xQt0vWM
zUzB{(u$~M^1H7t9XI)9wEKJ7O-M2O+(ulKbCViK_;!F~)*6ecJ9|n-8{TZSKZ2d?r
z7=r%<gR_h-?{BzwFAw~r;)2vYe#>&1<BKDOjbEiFhks?XT=TRP8&Om7|EYx|+6njH
znBJ`SDpcTT>P2rVD|t27e}oF9Ngf}v{M2Z)hE$UG$uKA-8%N~v>gk2?M39{-!?MO7
z_u{TBWDXN&0yPt9e(YQ^V>Gn2=4dq#t}RQQriOHiXhx6%5U`2kcv}evQyY_bcGFnX
zjRT3Pt_Q2*YOi!Xs97F-{p81}?#I*Zzq6JB!y`9EAIWOC%-3#UH_*%KHs4b=5u9h_
z!f;SjW%-=V8EUau-dID363w1&E?^6&BZnRg(}p+TNwIAOZcad+87x@JZsX~!Kj>8_
z-5FNl$u<RUd}Ozfl8?jlqH%^Cf?_FID<smCDwiX3N|{JI-@sQC4G!|?S-JoI<7}kL
z|4(djeCH`AA9(hW^w^iVFAFzmcWOV)%-S5^GZ1%fFIb@;y><Cw&Tka;-w?}R!S7AO
z9<b4DsD(e7hC~FS6U8T&Xk58x(Rhy6StZNOqs;^tGYjF_5FE><OAeB05(LYDd+Ix@
zaN~w&>N)}iipb*-lR_Z|8{K5h39q4x4TqWXaC&%QGA^HtL-G|#YF5v&q)MXQ*aT-j
zUjJWS!|@^?uL2Su>!1;oUKfi@MKMRulFIHsn0>Prl2%@`PvD&USc+XO69NXRJdSC$
z*#$XXytvb*F}Yiqt`g(bwuYL!e7oI$b&C;BAf_6icmfj;J$dIa&vcr+6M-HBk=oSc
z@s^;lSk6Pj15yy2GL6NWU|H(3l(y!Ar}ZgH*g2H-Mc&V_q(e2{w2lk#&S;}N)pec-
zSGBl1mH_TKNO57WUT(&4H;*IYG#sL)ZP|1k`N}L(KNd5IJ_f}$Jzzddq(zw>BEd~G
z{J$+=!+k(#1VirEvlN)z5pM!KZ*pnWbCsF|V07f9=2QM49v#y*zo=M${!QrmIVFj?
zkl8nr-33Q|d_NlS<#|+Eb8L27&Jb3PejQ-@fL%Q-&%;2F*(@d0-A~kQH*ht4d)(_b
z%<fVtUDR0Jc@P7hRIq76pA{f=%ulSeZ@sqm;pvhat-VXMXBHLvPX&&&;CXX}XhM1Q
zJmN$5@5=fpGPSiXi{c_R_}K4Xh1rJfTewTUr+-7Rt^T_PWgDBl>g$ddF8Ut*e1$dl
zr)Li%&THVyuPaf%*NfYlxHke@iBs5vjGZgUk4ZcMp8_I4&sdJ7o)%^z3$vB~T&AI)
zF#5G4Oo-<ulTa#Z%%zN}f9-A7Ae>@J&>gs%i0FJy@jB<Pd4c!|ojSVl(b2&w6(=J#
zxMG*y({QtCr0yH0<UcuLyh8Ew-A@glcQq}EPn1coot?uDerrDaN4Qn{=F;_-xgYV7
zbR4XZ4g(!Sx3~Zls%yi{sz_6)UV`2F(Cn$HsqWJ>TlMt<B`nH1!H9WxRDB;Mg8lAS
zJB=4`g#3^y0-E6`zPN#Rv2cn3aNdatdnM!%&mO=Nr4tk2qh@yV(MeBfg2}u7V^Cj5
zzwPX&31TJV=Otss-u<%JGvs>Owyta_|IpRryvF;l_RRaw?BYzFy{zT&KK+U0!RqZr
z#i1X;g&aCcZQ60iuFw-+i+jooDNlvQIngZ3Q&Gnx+!sQ;m0m6^KDs9RyxesmDR}gX
zU~=wl#IGv<Qg+~)SDYD<1d_wRV30|F(fzUHD3ahQzgPD73b^|GvYGcMhoBD;S`NlG
zv)z8Dyn-pwn)h+}7}G1KrmVIKe<7#Mx~B14_hRq0TM~^1NjCLQe7Ey4qt)RX6@X0#
zuWD;h`KGx!^5Qzo<pIgDiN?cPJx`0lJ>A)jJG%+Tpry$0>A8lNqGag-IxarBr=$0E
zY!8pjpP38uBd_^3=e&~I@;xp%eik|1WM=SZRkhiW$;=zD{23Yv)b^Wh9ag+41#?Lt
z*Tula{RN4ZfEGxgDx^2zKmqUkjKmkwFR9pzseO*3T6|1PPic4e<Z5a<8G`An@n}oT
zcClNENoFx%ULQzmVD2oY0H!+cRA2ZDfP&A$kn=c2i?u)YwX6Hoyr%#CaqR)jqeSaZ
z9hU3+xWU(GY;w<<rVN@Rr_R!~J%E9hFWIq}wCso5PV2n)uwAX5l$7W!EyE3z9tjGm
zF0ILiNfhWkhL=(U2G(|?)1adKGKaillw$-<=`j&v!d>#S_HM(Q394{UsCVLPWfv@Z
z{!Xp2y|Qgs%ShSP|BgK{Nf#W|y_sC0AuX*U-TUp#RmfX@9s97)_FF^w^G7$XPt)PH
zZA`&j1Gb!PJz(lHgO){%pJ*9u7u-rOCQMu2f|m#{xSeG92-D`;NHrHb)|J4h))i~t
z;L8Qp2?YMYnC86=*^Metl;}lnqX$$g$DYSwWDg&v%s3@UO)kf1^r<T@6FS8&Onlze
zAn{c3>Pd*h7tO1fx1K!p#*H*TPy5NVgZ>70xbnbN`Bm*S?JzeDL6)b8SYj`LoE0}E
zH#pn{Z8?EsI~3iBUGWcx*m3QqcohcLD37rhjFWU+;ZtrKJb2dX1Dtjj3sTK)YxisC
zg{0|=I%{p$$NjTU`mc+#j=<_i8+wkLhXm8@PKjEmnoDGoge4M;CO4h>!I%DISjFj|
zBq?7K(i5TQQv-jEmR2cwwd;KM_4+UAN{e47lNg-&Je^3HS#5~&e)z$Ne@rQwg3)&}
z^db3E$FvDZ5?{$}ipB3sq>x}Yn`>7$s@E#BHM~lU9@M1A6Lm?mE+u4fufh%9z-w1o
z9Fl-kqBpba$(5~lA+P9BPj#G!z&+)8@arnw2Pc-Y^XrVe3OtLSN?x{Y_`M80QM>p0
zXWTBcz)Pg3)n)*;i>So>p(_xyfz>u6h^Zp;!Y}~39u`JqS68b-Ae^ch_-Sx|cpSMh
zDhkXX@+`Bd%A&sNt@jb)t_HkKwaE644xF6ywQCaR&n=#L#FWp9yg4Y1876*>{P5Ya
zdf|88)0BDBhTj&NS`brFDV7l|YF29vQXd?Lbqa~u`87M~jKJy{K?4K<Viobg@taAX
z#iaWrhsuV|>rW4*wm7j~&ct0*pd78-y(Fztb&f?AH$F5NS;Y)pcx3OV^HO_3PXj{x
z&aNhHjYf4%pKmpx$0=m^=W_W@xH~@LuC3ZeCMPX*GhEZ$^P^0ofL<|1d}fdG7YKls
z)dN@u({uq=>{p)q(P0)oy{H}w#o0%V<ZD4o>s`kkPP)zD0)?U6jV3>Yo0>hJP&B;?
zTH6bS`r<X~=>#}a7(|IMV}_?K<<=|e_7XR<=(ZP@zj9Tg)4#fq!(B}@&yT9E0^!f#
z;a7o`1U+SmD&H<)f%cvZnTR?>reasueE400a5vloh9tHi)dQDlhPSzpKo$+O;gT=z
zrYX8w7CC|e{kHPVQ=Zr;kkf$1o!^h@3`npDAUw5Dt~^HtB@EOOp|-vh*KNL{Z4L7m
zn&%d$s+^0j!J-h9X~9>$B^G;<c!z$87x6NT?N2_CJi?Q`A5`(W?m$S_pb5CgKlcq<
zz50!uf*ldS{^Trsn%rg=x-sK)3hH3wZ1}?$QbP2N-18>nOx2BRDwt)^`zc_I)h8g<
zy2QQ7B;t#+JefF&ou`R`MYc5(eK8`I#LAINa~7Tt4K?zbt~X>ius28TE^HojacSjQ
z3Flh2k$(p%*4l2_(sGq^tR{<SR17Y<S{O=k+nYcD^17y*>no_@H1YaB73Gsrla==J
zBkyE4ui;A4oh{wkK6qe`?bVo%=re@cFPa}s+I8b--OJu(QwsKr;2VEn>z)ry&FT(<
z%}1G{in$Eo6(D}ylcy5APExX6QU@G7e|w5bN^SbJFC=+5O|)+#9&4YqCiXAmZ~(sn
z<YK*PkjuX+a!DS@UpS|9VqOhI@uHb??6hEw@Z0i7%&)M$$6t6@ZYgR+{g=A^-w-I7
z0WU2r3h0<_7ch5RZ5fWNEm$?iv~sLagv!!z#BOBu0yJ*eaye5Zta(_QC}e($eiK2j
zFFAhjY6K_yz7KT@TVj(J>@tzZzdaC6zw&-aZ}dWCVf__O9W|;Z7$?*1<ptkWAV6~V
z%Wj646Ut=-=h|n0j}()4Z<SGasGqeAQ&GD1F=R3oNsv${$OBE~vSe&@Gqo}hgRhV6
zx>R-V<4C_^#W{V<#;=%L<Qs4`Ky2??oX`$sz*j(J?~9vDjq_h6IOn;IEY6YAWV1fn
zp+r>zjni7zXX*89Dy^$t8rTk8bufmn$As|Xj=Rv(-piAetbni62|hgA=@r__>oEKO
z1S<Sk=O1Tv=Vo_blZQF=I()<AOZUqhdtuOX#<u3Z66Sqt+Erod(UIJuA)Zw=U`kYy
z$%p#DX9Ew$ignAvKn-Mr6*<CmZ<K_RUr-XA(;|v=Z=eA}A!aTWjZUotXDf2p``r+g
z72BPhZXWD2OHB)?TYN_Q@7@OQ@I#-Jot7Lt>=%`OFlAnOm*li0-pI}9GJpHxd-3w$
zk#RMjokdFM3@F(AK4SGDZRW(=#pXD&4i(J#;nA@M_-wh{E$p2>%w_@D8TqI+6sH6N
zVnG($mXjG%Y>>pfDAgm$RQY`j<A=~KZ*FU$ff5ft_SLcvpH@+JuDtd#ef`M2szvXc
z*T3kTJF@xk{Eww;UT<GdXYWfaE>gr4I{P5ho+Un4LLe>JlTMe2g&vqeyfIgJGTrUw
zE#R6TC9EFo*m9l2chDcOBdE~0r)=cvB01AO?Y`%bI;3+Mh<n1^pg4Xj&JQsy^<Yu=
zzxjoE3B}h>!F}&wFcHE+5Q&xHc%m8*7Lb7_Lg9E%G2;$Gkj%TkPIfV4nID@|qoPa3
z%ML7>V@<-NB7hg`iQu<TRsgRX9u_Pb^;R#KZ*=MziMW=Qxx8RmD>@Ck3c7W>lT5wc
zLBhrIxG0M+);{(VpaYn#EB<-GNm3T<1&Dg3jK8FFCgs}9hWah&`|W2`IELfl9JGcI
zVodOZm4QUUC<IcNJwxnhC%QodF^jiNy*zQ`FlscPWGZq)+=PN{a}PkYfoY!F7}&gA
zVlaQ}Q~BqQjO^1oC$6|L9)0VpO8UF{YU0lIn@9FOQYttZ;;QUxzY?nylT^QRnZ)MC
z0F$>iYTl-894Ac$oCp-sI9WJ5$!;nqhg>JFV7C-RGNoEEa`;Hw6=%CUz)mvh({XgG
z!h<C#@KL*ua9T9_uw7ni`P%NgEFKSBLmOpjx;MDUNBt5ye%J7g7*f3R^+vJ%!TXEn
zP=+c4U(b%%bk}}U*E&!Nco~C!UHWKW)5xWp8jbA&?vu|3K8)+u0ls?!SMHFl#*n@p
zUeq&O-kOr*sM3G+L-+gw#mk%xf$mmJHC6{tpRk3x=PL{hx`b>ahI|Fj2pTSy=CbL{
zbQV8VglzC$IL?d5bMRJU!q_(h=D+{@5TR~F5mDun<f7-0`ps4%L-FA2UiBZaG$WON
zR^^jol`V!DHg=7$<~TV>s6MR8tI%23X0FzS3a^fAje?#R4@j1%yMJeDGwq1g8gFC3
z!_Nn0Z;fncv{6ZJD6mrig&vW>oWla&D)g=PPa({*fj+b_P;s!sP{^FSSW}zRqg`x2
zRh7hDSeHULzDC@GIERK!-X9!rtMMlfx&k)XpMwARIf;EQY%qcN6G)FVgkWDI&(i^T
zBZb^@auy<L6TC=LCT@r!h81ZRQbXnDeN`A8=mR~-McIa-1FBNP{cl&av%f?Ps#M<Q
zgP3!_HnopKTj^)oxnN_SSNLsE)ZpGAY--^=n!+>9Y9l7&i82QM9q}bQ$CUt+Jl;_R
zd=Q?Ylip-zlw<qOkIH0fUz&ElG%ae*%T}wr+GQN&RP<Xl)?DN3nKEhPjEVl0Sx58Y
zrC4K?OU)<JQhu+=+!5NaYyez;ype3uVa5>cQPsLF@<*Bp?y>0Z%c@H9sAP`p1}7Ab
zUka3Pfx=XobkurkDWRo>wCjUO+>3tYMYp~!@3M2f2D`x#7-O5GW*udu;{6tTb`>w&
zOwl+psDgs}c}1B<(*}vOZc#y?q*$n#o&qGB=AdXM{oi1gZ3G2LQO?#tK106&|C<8F
z-IGgZbP@py3-Ts6^;`i}PW$Yk1}TT$?a4GaH>bG%2#U-&bVkg~cc$beX3_J}dl|f6
ztj~D3`^c&XPo^ku`yAWC=kep>|Ed~qrv|dW94!P`KW~eg8SCUscT8Dsk3U#8`qZ=`
z2u|Bd#pWCp0?kB5F7?66oaCYDjakW4CrPZII9fX8juX^F<Y#V?t3AEWK?`yUuKpdN
zE<UiyK38z;x9=}4r_6|yvXq5vwH^2Qk=O)PV~fbWu>*D~DOP;_?w#P#cgqqLNF*<-
zAX?6E@#ZK!g@dOOReXt7W)e-&VG`D6tC>P643m#_!gN!6Ivi_&eB>EB^25Nk>Q<}#
zyP5LlwXgoRGcF`e2f3TJ>+b5?Yg6f(cKLW_>9~}dk%=4{-=dnmsRoAWN*W##f-EGQ
z3~R+Q<IOdxA$~|rq`#h?T!7+H-}NvVs0Zrgn$y|<R?ZaW@AA<N1cQ^g%4^ozft}4w
zbm4%r&~N||0QKE|3Cf`~Z_LwEtD8K&PS`$#;vLCaP(60#U5Ijpp4v&I$e;VhhTMqR
z>}dVDW7D<cSWJGfS|k6ZcK{_kG`WQwE77lmsVO0izfRaJk9wUq_rE(~TBeQg4TBws
zI+z$a>i}O0hb$l_`rpVgU&0zmV8<$|(N{{qs^w4kTFKJ$q8nA$8eYcr|7Kn}aQu+;
zC4+}qXO_})<HUkR?90o?#SL_>KnQFkQh70&F0q}rd1o7-R5zzMIUMJLW;=fpKK&7M
zo)#T95)!9KC*<^^W6WM2tq#R~6rj`T>%5OQ5#w$<SW-8Snndbd-os`Zlfau64@xUV
z0l+RCblp+kFvy90Xqsyt<M|%iA8z<huxPFve~x|TW`x?S-XCveUN5d3JJ<^Fn);L0
zqf7)dU^QNDisY#{aWV&M5=zFn$$AEez=j^3nm49bYZPtn`J*msnct`KP=;f70%v!A
zuoSafwtRruy>o>X+oQBgzaqfNm07H_nG5-coQyT9{$9I@>5q6eRAyiL^U#~^y3E}R
zvc`_hj>jMOUmY{)SD0q}nvbWlxh-aGj2vbz;bJEdt~ra$kVr-18Ikmf3|RwYrz3?o
zh99;P$ibULimA=LGg>g(a7eN39}v)}x&c8;pvBwZNig+`iuPZQ_3ir+@ki_&CFf*-
zMxBb*BO8r<UkuI-Wrr7nrafbZwV|zwMufmEB~4dOXJ>ASheykSQ!Y*58VUa7gYuRJ
z^mED3l8J$gl5A*S)mQz9Bk>KtYHNQL{ZDMKbk{LotlAxL9ta!Wj*wZ63<RSvm<P?x
z*~bt<Hr|a}-i$8?hyf+_0J7?tx{r&Mgpc#ppB)hU@?WNy#O3kNzE3~(?6<=X+n<83
z&-tj6HxUW9JSJ(xvrQvfXel?aSwR4qJy#2VGS1XO?Mq@Bja~>cv-w!NCvCQ)HR9_-
zKi>AV%F$W<vZ>7{QN4cD0~=fa6KnK)KBy8Omoz7)|48M7O7EBASKr;8J{zyf<nOh=
zdC2{h<Y&|AKaq}@`4t$Ug{@vc9POvyzyo~kC5QUG^*MWEP<7%c*2gseG<|vPu&501
zwk98R@cI!?&MCks7NmW-v#(IoE|)gHxrIihGB@@3HUxHkWIvrw;h=BB7DJ*@2@?OF
zxn&$ZR^*eN=GX9F!+}IDfF-)9;nfgTJh6l3=8q@oLycS|NxGv12|o=m3%QI_I~+ir
z&S1Ym1Ccupc7c`eJyS%nX0Qnq9T=)e>LM8>@rT<Q6I*2vrRwv-jRrX0zmx^ru^QI}
zI|2R04JG1bmmr`mU&;PJ3BVxd0Awcj4QzB&W)B0JgoS0w%fO1xt_gPg_!8T{ei;a4
zbyf3Ps^M$5E+Z;Q%<5YxyHp;N!UvnTdaS?}bcwGgb_O0Fx}o@V>Bsf3n<-mCm(>k)
zB+nF77-Z{zMq0I`xmU7CGMKE4H};7Il|T1Kf`7|oiipZ4D1r7^R%2s}p{3bmeXU--
zcJt`r+)!>&ec1xNy57YXtCKYMTgYASqy}=Tu^|*6Pm%Tw$iYl!8{V+`qTW40T-d8&
zyY(s&+WT3u_=fg#jrDKCQg@ejCX4WPUNKR#i(XJ6j$M8$pa%qjD2o>STm-N?MQ=n^
zMmFxO7=?SwyMt5N@}T^=qNujjaH~p?8YcF)TZkh_c%_{@1|a`_RUGb6R+bcPd-D-8
zq1^0JZ}GfJ+-*#O=<CDdNvz7!8oMk=C}uc|AlAk-f+gLr^Pu9lZuOTEOQn@Xl`ote
zCbNP!Ux0{Fm8g_MN$C=Ec1a9re?&%BlqDW*T$Ef+JR<pM2?{SKGUQC)a)CL9cp3<n
zDP^eB;+#d0kST3R8dP4<Utj!rBVYIOW7P}K^(AkLIa|8F@rZRjKU1)f$xqE0HUVST
zK!^e_I=WE^;}P%A0Qy9Yia63~rsQF%-8B+$rut;tgUT8u+RUtTrN1hZEdugz;dFIK
zd<FqlsIp(!`%1oSZ%Kd9pIyq^&!vAuzp20Yel|(}b)OnK3a5Rz+s}Uoj)%Dz@T#+*
zK)?hu)U+-*(H6efVEW&U{VRQ^ke8bZd(UUpecV0s>mCBy)+#Rx*=pF{bU9BW<QcK1
zr4OElj0(!--A0E#$Y#e>iWP^Rzuddu@XXx#go2zhv0e7Nx+ijt-@Y7sI_A+TNN`+J
z3!NgtX%s+N06RvwAMW3lwG?)-xsH`Xl<L}VMoYtNI)26Xk_9uRVR78WBEJq{KE(~v
z+|C0`XeG2HlPDs-(VxA|E3uJlOtz;#bcpr{iIDPbsQva^+R=9C8f%;JwkA1d=_qD@
zpCr`bj-+q;8MmRNYpx|eL;VvHF^xVjQD7+fYzyfFwK=!hMfCtQj60v{4BM@WI+8rY
z*|Dq(Q&1<kE}MaeY)c&IJ>o_n)vvVQo9W{%yYo*`>->cdSm8Ye-&(<WM2FEqqlJ{F
zc5Zc2Tl$m%TIF*QhN38|r>6r@EF`D5$?Ds~HyR@+wYv$VX;TRh1_as&JJR)Xu`!U!
zG4O|n$a=*B5PYEtZir#D#}Z%nXVf{)%MIB#2F8?dkyhJtg@Els9`jrOzuB48s;P*f
zQ^;=bT+F_+cUoBFtvh|Ed7BV~=bT#m3-`pshfdTQ?5|Qk-mHSmocnLTVd&rc-x3U%
z2OmGA&X-+x|8MT4Rxtl~L_LIm?6BQV1O;}Wea3pLUKHiG-1g-m0t8m6nwqh8Y&wQU
z4`=MT?^`Ww?u;4<L5he9m<f7XSWohTCfj~-%p|S8oUUmH{3k66XCdfVpO)PVF8n(+
zf>va)O%O(E;w<!S-@}4BhYw4h6*1q*2Ff?&n}$C$z|Oj=TsnK{zumu%DV$kU*y(O)
z$CB^+lSJpMS?6*-F{*I3oengqGqYMi*awe;1sI|msH|=Mj(T(m0*mnL^PBuhHGuNM
zI;qn@42l|P0Rk+eVGT3NAw)<cEv06IHFG4udn}Iek&obfu?vPRDyom1+BbNmqM%>d
zv07c_zt9&d7S2EHomj*@ug0J4t?N-L`Fr}UQeJVxhzzxb2=oj>#6Su~qX&YNtQ-^y
z)Du16cA0;C9={LivndV@`fR>yU)A-ug&QnB&*+I;Fv?Su9yY7T=F!HAZ3%i$Lk}~g
zM44=cd|V_6iq6WEe8vyyu-uk$v#jvX%BhK_3J=0k=Yuvt2O~xcqblc|F4oP23e0qM
z^1>h=f_irE{5_LjeC4Ox--O2}zk4tKo1gff*t^A@pN*Ke7k5xDzi;)YzGdu$AvW_!
z(^J1s`fZj8Z{2^sDfbYy^O^qknu+!arTb*F(h?39_A6#yv3{$*#J!nZN};(-Za3`}
z)ot^_Wbyacuy$n~G_-^GPk_Bc)1RHcZKKE&ZrSIKuDtI4>scUMb^SRLdb0FYruy!`
zr*KvSK1PLkgc-YVl$%|U*GVhITkdV$@dl!xgR??M7!dLjdR(0es;B4CHbw-v^8%VC
zJ^gN7Lcmm4jt#*!uW4rAG$0SSaJua-`H8P%mZ+>-3(UEF!a&*Q_QJESqFUR7z@zp`
z7q3Q(4otA<zyzr07!Fnv_rtQdQHCZ#S#qAL;tw?#7y?f5!4t;@{vM|dV6z+S?H?o(
zGwV&M!vSRrTn0p1EX%2+-)Kx=>F$t_i6=rhQgyBo7KFe;cc>|4^Uo#Kxx1bLfkt7j
zcq19-SqCR!en@6I4N;(^Ms4q?QC>xB%OTZ_9ua$?a!|?fSMsK&Ub|ata(b5|?fkXG
za%|sI5b;K`MxeDdh_gW6$i{>RX)?j&Rth2V>9^>rm9^D;csP!=&vebJ2?H;X^OO;g
zdqS_Y*e=aZX3VEy;R804>48&**+xer^PPGn{_1Ift$6L<d`Ys~^u-u1It)>YzvV_!
zzxkk$lMkO<brv@=1p_0_E|qOMg}l8H*v8b9_OT`T9K~uj70F!VhtN<mhFhh2CfAEZ
z)_LdQhRkl(qsD#Dq@TULruBW-#>mZuhN@V_cmMQc?qlASH&=LbU%M1;YR4sLX0;o!
znBD%5;c!xFB$F#91v^bu?gYPg_@CI(|A{?q*4?A<D>Ht!TkMKHS0+=ew)PRn@1F?m
z`S3kE?(aC^*f@F=DdW!rIq!~4pQO(_NiTXY1igEx9J#2wPq@A^GW<6_bY&559p^K%
zhErRU=f~vusBUlqnJd9w#f7M8;muQ*$)s5>oq)7lDf28uSq+AycQ~>TF$5)yX$vvF
zI?w+c(xnXafUy%;PtGOf*i1%n9IOX)szsK?1(&syS(cBpx!%(d7pspo+SIp!O~TP9
z8_w28pU)m2J%6E>b<18QNxMCMy01qoGUI~*_E&+~4gT=jE<r=I=HWvZu4kT+&7XMO
z|Ly{Nc$farp8d~?We!dKeE#4}Q0<bae?pr~p}04Ac&{05u{!#wATl+%Vmldm>ZE(a
z;KRo>jAy=$q$YoEAh1QWg}g^@1&Dwgq@7tA`9U}DZu&ZcJPAhz9>%qQYELCyhCpTG
z#O+UsDX)BX5z{*Sb=T3;`lmgG-K7<^I#+hz*i~oD>O7-pj<phQdF;pDEp02oNl8@%
zaRm~U@8Y2TVV;<-*Deg(Q20$}7AeYE4%W+{#iYKtYf{xN+^VKF*_BvnCW^|8*W9G!
z02HmZ+dhcSof(26IQ~#mX)c__z_`*7g>_l&?vWMO_v>H38S^Tn&`<i9QtN$(n{WQi
zJ%Q`pIH+~az?>Sri9W~dnBieOzQx)6JTSe<Fb>63S9ccB19O6DX?z|G&p~GtJ}Osw
z^MQDv(zHFr4;}R)Y~`aJ2RFs*>HPVm{);O7-3DDRTgXK3ZlM=yASUkw)>W%-dwl)Y
z``it}Iwz5EPQ!5i>63xaP*uZSGN2D}M<sq8gk0JsDQnqLYNB^cEMs5Rr=7raHC_&R
z{QFOr)5oqYcVkbgnt)<7eCPt?_3hiFWNppT`>pVwWk-+uc=*yIxrc5$^I6H0Og2n;
ztz-uE(4P&&YG0X&3uh2C9o2*ceCg&|Ba8biENVCNCu>5VP9xj#{d`Un5rTS>g2SaR
zv}%<9^oZZ4U@@J{ARpX3ej0Ue(LL_yISG$^hn3%Oi?+l)u2o%K#}>~%QXDDzB-<x@
z%m!#UP;@*hE$)C|yu|({q?PbEwl6K9I>W=~27Z$RhT7dZd}NHXZFluH4`QYJ(h@Tc
z{91!P+v71iP1PK>3EbB)EflPYgjGI{HRbF#)M@p9_gk^69sd(k`nVIH`D-y^^m5ab
z=_-iE=gyBGY66JVCZqF4W;WH0E>tvU!0Gl=Amt4O*MnKa)s&}JF2fKp&Lg8t8fdpH
z$9uSKPZGyq>7<qIAO@FOA0FA}vZ;15dBx71<-{p$c|@g#g=E@groH4$6Z(F?Ac3`A
z)qq%J;vE6d*y4pt^{Uh8?=;zGfd*L}v)%DMX;<ATr>V180>LhqBuZBb)jB)LY);?r
zc92l0a~g4nhkQWMp{5P1vN%6ymJ30kfS2l(C+gU*?B9I|Ipjbo&1d+%f55Dn2+ySb
z%n=b#-hC~n9O#%s-KlvU4rqsn*>>70dU_$u!23urBH(u+_CjcyXKIVltvnjPDWchX
zg(2Ob-ND#y(y1jNSL?S+k0UwQ(+IB_H02Ea4vC@+wANgi-<-qDYT?3+I3ME6+q0Z5
z=ysoU&FFmRaU%Oz#yDV8UAvWQzudUw3T@0xOjt5>Qtz!y&4wO|_eNiq6vq^MR%k!W
z9id)Kun|}vstWj6l3Lh$_z;!(kATk6bkp-C(<JZ7lMvB3Oq!HWGW)$;Hpl|G@fFz{
z45@{1b9(O#pb!BDB<AR&i;NXCqDF5|PK`RvD>^`B$jnO5HRjca;{Sq~&kIzXrS+8{
zKb#t44_(qa@ag%njB78&Y`XU!&pZ;NqGEAv{GHR156RS2^lyg~0)L!nm*z%(j*((7
zIJVb96I)xQX}o8Ker+L_81d3@mDN_TQCuI-k0!JgwRH&m#<N85e4X_4!6Wj=I+tw}
zgVxHAYt?q|_m#@*D!-KSjD5u6sXp}P=CQ8c{^9;FnfdPtR>88Xi4TQu((gLxPkH{?
z<#_9KP}q~^hn{}V1+O|twpsIWBr=zXBXBAON&oJ8Zb~$ToSRn0r}{8cp=MGQ`W6QM
zOD|vIUYzQiJz5o=<x!;g@6fu2?%o?m9{K!!aH&@7d3XQfdU0leFi$5g8whxBwF<Th
zCXy-W$~%oU3zR4dwx;VM&Cj+x)uqWsIcc_ebu%o4L?n@mir_mo4b8ce06&;2G+T)v
zR;em(T=*C8YchPh_0OAoE9PycBsC--8k+|cE$v5L3Q_v6lhTY>Y8?OIop(#2@N&FT
zV|lH9tBA406&6-MjE3i7v0`+Y?Jmb#6y!Y0k7P)+QiG+6%1Y5iPC7@{lcb*xja-V(
zOzHdgK*r#rIrG91^(u{@x=uFlWX{{{8Q%fd>}o3c`uY3X{yDW(Gx|X4Jv8A6%F?&7
zN!N1OXGU)(YdUDL?dKxO^3^7P=8YdUZ_ClmlC)dU=SS89(+WR<cw2zE;E>Z7FE?$f
z8Ra}!ek}9=Ze?>2$hoWoap`R`N$jp^%fm@~d;4W=3tsqL*O7gBM!fsxAv5T}?}B~r
z6D=is_qZqApSX2XP_CfTcT1eJwO;fhPcvePeui1&X4_s9n0qUh0A`<#dhac4ayrV>
zk&6dBcisHq+W*jNQm?D>6OAvh(q3B?2sTF@&b);xzonvuf41!Y#RH9^<YAK}8>TXQ
zCMOwaDovAjR)#Zc;hwz(bv|F;i1gbyO1mmQ0%K%o_bSfUuoYYuCOmzgcLKq!tXv-T
z*Z+{y3y{=mUcUaSYq@pIe*z!WMrjI(v+7Z2zc$^dM--Vvcl^IHgGzF^uyToPSHhF+
z0c271^)Co6HEqjRET0JUc!MYVzfWs{4ZA#Br3y8`>a@1T7DGs&hX1Fa8f7s*GQAAJ
zt_gE<2toPS<n-$pA&De8gO+1~ngKV6IlF@qLXl|zJ{qWcO(MhsdW}_E{;kfYchACm
z(M7L+W?Z&T<y=EhRrkQkV+)0$xO2>)gv~0Z%Dto>w9KYf(!&5I=QSEx$*zgCEp3r&
z2#_X0@fCW9#Fy~%Iy3)lZC*}G=gYoqNe_M--gB<H1@C)K`r@Tpec8U3-0Smsw#7^9
zui_QA_f>5y8==}_tdJWx+??-iXDAgM=N~v5zzYcAGamZ!0h=hFd*0vLYBbFOws3A>
zjy;#KYuHe*W4*Cqjhn;C>4ZQp51@<#T1at&&MCjG4sD*Q&V3BR0hpU8QO)0BpsV4N
zG|jEzj_UEKX~^&V<?sDL&-WhrFKB4jMay{E2TNwQCvYhZSr?CG9)JARyXr*P7P5r%
zQ=5Uvk0n~|sDTzS@Bc1|c0ITJ=bVAEoBO3a+G#)m6d7_cQvumJW2%!925n2@kTLZM
zpPXSrjE^>Y5ihlA!;d;H2ai~)CJ09aG<B(o%smGiB3FJ~zj{NvJHejnGxW;)abJH`
z<0pem5L^^NheEQlvhv}`N|~%ZIYt3;%FYsJ|Dv{^h*Fx{1lwej_HRwNTw)fS*mC=u
zd$p>ne<e`$0YR0emJB>*Z8s2xNM?WmdkXg-KJG>m)Z<)h8q+}Oow=3ubXs&0KX-wa
zvU!(_jw0#h0_QL>p{t)2>T=%FdegM*Po#?yFULC86|OP3^}?Ni5qNblk!FS+I0I15
z#bAfwsg;^exl<N%i0wApaRZU6$=qMqNNOc_Af~$}yim9U-3S=_=IxnevpxoJlb0vp
z!?9F6iCkB+KPijD;$f}pbK={!=qybkeXGW>vyI(4+B4G@<rd%1>TNqO3TL@WK%cXk
zxw@}z?Uq`J{GV9FmnT<Cpuz>FZXWx}a-;j_)prm5-56EwzXl8{!>13@V(Nv-Ujmza
zY??HCys5l^;KO<eC!XG+u-}*hv9}o+bFY)+1uhdv4wvYC@$#);Sk>)I4mu1vqq;f9
z7hB6EeFXIO2<9(#k~klDY~@?t1LS+&KMO1AWEidLRLkC4wyV++W&6{;;|JxOGL3(q
zb+@oTe>gHT>D8NlYo{@YM|7XktA*aDCubZwt|?@0KD2$c8FyqykF$G?sgU5s0JGOe
z`7_JO^*7_i)_emH|2kSy>Mzi$N6VR_kp&f$LK)Oan0{*3ZS=J9d}(E!&t{ft9#;81
z9C8E8zs8R<kukiUC2I`yaN|o`#?(hd24Gnw*4}}^6a=}g;_i}syqlWm<qGGg&*LtR
za>`k{Sp;WI{%aIOo0rTu=^tlqyZ%g}k4$^_{?EKAch+55T*@<-KY8BBm<Vo-y(cj~
zo0Q&hK=@(!LI2OSN55i3<D_6-J#S$K2qKV$a@1`uHu-Yhl$-tgp$D(q&cQ_T5eZG4
zNeDQ=@<}XEW~2Nqx%Me|xR)iWWa6=CqT+L8AW4S=gdIYXRH25OYS5EMPQ)eLsfgJz
zzi&Mr+WQkfcW_e}-B+3|zjendgftmL6UEfu*k=tqPN!4$C?0uBofg#wq#Zpq)y@?;
zXLxJr-2)mkn>UhX6?+-S3okoso7rwcv><r##4NQ(H-|vK&VGEkMgAH`39^0n#wGbd
zc<<xiyYvrVl=}3-ICgPru&&tc?jEf<nV;f^20x7J9G#<pE*&a-f<rgw(YRA~&<p-3
z)As4pt9qcrSnr%Eq$EhSZP+Cfl;Ih$t0eX5d_hC_r)M@#6&@RYv&cFsiDQb3?n=Cd
zo=Yz7`Rwx}3%vB}`IpCr`<@@G`ma&zRo!31{Y$!YPR90Cj_0r6IG+%(=Y%jU#9LJ9
z=!sa1V}Zek)SZ){lDc9!CO~&bxBb}_Lq#eT7rj?>pFdmho_j<@n>S>JyqIZb6cjtZ
zkWMLhzo9zIFcFxpmIZXZKP4JT;%f@UdZ;Q>vnE3MKTZ%;v=C<s;m$Q4CJh5yXq$T{
zSI+=>hEUmHjJrhmF(5<(^>`>>cbH*ozfX4;d+3K@|2vlwz2Vj#jte8l#OOs1OunG@
zG=wCA%87NX=c;7Y9%ru?w@J<<iE5;p#e6BT^?QpX;ckw^4V<}RC9+cJ0*k#nSM90y
zGhDGnwHBsY<055DENdck;6U#-Hd@u(Tzlslu}$yhBf6#%xR6SGxqL3ZYq?Y+wTLbf
zwTdTs$?CGpYj{t<*8br}ZcCGDa&U=4Qhj1>wVbA$DWo~*qBtl@H#3$3o16nE?@Dtv
zQecbng1pWi)$*RRkM;QNEvoqBn+Kq?jW}%5>;c?xu&*r%9BC*?1Y!v~<q}f=kQuwB
zHJ+Az`@tJD*CKlHSergGaGQD~#0G-L+0W=uQv@<WrH!eX+-Kr*<=TQMNfY4Ug`)Za
zqtQq!B5E?Q_oK+lc+QuKI!oK{01Kigu^)V%FUcqi(A%U*%}m~Dw5|R=j1bGuNH9*S
zXsl>>IrDMI`xa$A(b-UT-*|$(j-qY!?sTgzO^BJ=s*w+#HXFdrIU(miO7^4X&H%Px
zP8oUl^2kzhiz4$toP44Yo?!~(zQV=8>xCQ*9=CQ4$Na#Mx(fwGJ`+Dg;-$LW;dwcv
zS0xxJ-F-`QBwBn=!sn=}>C`!#0ZDKPGPFk`q?WwnW*4@p3LrR3s>8X+YUSBeFC_NK
zc}tR@PO?iOeme4lhGC~Ef{oiERmd%$yB{_-M%t%@8;x6O={2V&xN7T()$66nshy0M
zK1}9YD#^T+_!71kWHAT*120!L%>M9wl*a4vRI<vND>89xf)x(JB|?L?yI=rFVKrV&
zH@OV@1oVD4Y=*0aBhZGV>Ml(}WaU7Z5s(X*1eGm-;pa$tia=N6Z2dZ21@co@&y#R>
z!-CIZ^I5Ty<K7~p{pZB%uHLbF$;SnG1J+x5>9?rLEw3-y?Kp~L7=oPSO|^}TGebXA
z{W6@ku4(OSdL*&3U8-Ez<dJe@w@1wHSLGL?kK2#XuZ&;QI%qRowhqm&t3CMMB5uV=
zq@KK4>H5m$kXV1oi%I>bt}=$79NKIl#)gXXS8rW(`w4wKH1Quq|8lQzaeL&V(_CVL
zae>wJ%gS6)X{8|!aCdG&&r%ftf#m<m_bxYUk?mdDv<tg9h-A-EM0FO{d?Zr}CMBx}
z>`1BXs$7!GFPBCa>w$m}12-C0Gv+yMx_!+Aq?x41+)?n_D6?6IlNVe%Z1Yr^PyreV
zDB7qn{1GbT%a`@{cm&JB)qWS+;p~Xj+(}bf9D5Dmj~6Ad{y+xtdf3w_4JsO2H$tFe
zULb9jWdM8XXX$}?<s`<2qiD6votFZ}y<<3=Z<P|Q#-1zEI1^1$mGVyld3y!aRBw72
z6o~V&!#^2w?^)BMmpKnpzJ3Az@?VFdENAlOFAoBbA)M&t9J;iWMU<!277i;23}4k#
z0&e|cojr+>PiuMQRUmb^KE1QsVzKh`28z$E6nCPLT*h;@BHKGjc~6KMPF_(~Fb6qM
z5Y%IQBE7K?O%F`ALv^;AC}7oCsa0D!at%o_aN2`UrznDUa~tB_Z*P-FnaM3+eAg2G
zwh!a%gC=$WY(1G&#N06g8yUss*et=?1$9^!m%z-ip@5J?6QHNSGywJW>!;@f{}Yog
z+yD36Ny^XgI}8UJYb>U91%N@0c688NQbui5V8(y-WM^xqgn?Q9%-kx!wXE0G5uPCS
z2~y`hQa1x75&{r;1O8)bEHz}S;&E6rB?~i`GCHiQTAqi1k*ksAIdu5d$0(uN=2z+V
zwRTgTW9BHnJ@OOMNNlSNj1>xCsxpQfq$80TCOz<NkZHuHx&Tio!pt^DS;j#%=a7@0
zg?NUOg}!Y_=4{A?m?I+nS@>+`rosIh?SyBEapw%_VaG}7(?Ko*{As`2?bk`7A*zw}
zDz_4ufggnA2l(emr~!a)rW+J@ma01$=`B`5w{yvHB5(tS1^yEtm&Wpi$`j{6ac+jd
zM`eu(sE#<CZ<P=7BX*aynGleiT1EFvQp7QTwfgygv36zRJIRDtWHsmYrk81wJpIk(
z#$~GYoJ&lUZ_WuTA%(d`unCRxZLI<ArA~EuVUiT~QtYa$1?YO50;zM?lRTaOiAA2)
zvCP1l#2QacTg@~=|0kxy#)4+jlRMN{rxB+-VUSd?x5T8U|0#d{qPeDX1ZxyD#p(`<
z6P5<p(@maMgOzz9Q?DU;$zOD7;SGl^rcESs8=U@Jt#vQ`@?<MV#Yop?8L&A))KCLm
zBvGi1*;ep$m>Mlc6zhi`2y`z89gM37pYot1az*WNYbR06JdmbWp$kECEft}VHYJKk
zAn4b=K2Ko*DT`z<ulHf+#0ceqj-_DvdvQo7n9rE4?g?DtREx$iXndQ9p=(37wLv+Y
zf<EIzdo3&tmu8yZ{PajE&<g+8!2@J1Cnq4SYUM5yBpB5nv9Y-OzF~24@Jc5LPmb&a
zghRV}n;F@zBl$OP8tz=Al^W{1-aJ`q-$WdmJM42$<Ah}Mk4E3$#}3YTRy2CU+Add=
zyQ)}<5D%SW$}P5G8U3o)f>b0%c1e27oXgg~bgiKG)s?DU53e3k(cNo!=)CCLO%!<&
zjeit9?uW!1F6ql2Jo4oTCM!}xx@vH%N<-u8B?F0HMX!cl%D6qFUA@1?NN>;kP4LGf
z)kf_c&-|AJ0(#2&1vwZQ5VQ6UxzIL7<vl_2a+@B(iN-|Z7Gg&a_y0&b_durqKi<zR
zOysWIa@nvk_gh2^WpkSuX~-?*Hc{l3a=(-N{cd9$lQeVrMkOM**yfUZbTeIriu5}>
z=lr{W_Q&>le_pTm>-l;-PO25HUs1UG_JWr1r`rvt+YjkbSO(DcCUYC8#!?U(EM&TX
zy)GCzB<aDpVZ*&!YG{#pKJWJOlbq7H$hRNH=lK96O8}k_f)E)J(RNqA<Q&^_tS#@p
zO>_?DLC!q*?o*<+2V!rv!;$4IjUfkZQPkUg;Zjw6BT!)Hmc4v(iMUV_(3`k*>%wi4
zbw1$qc954NCE?P1C|EEt|KYLBNSG+5Agsj~n2CJGogG!sBM_RLra+($Zq~R2E1W{X
z3hgDS!WffkSZaNxfO1=^l5N2IGSMZgHln+g0}bE5yR!2MX?7yJ4mnTYrj;td=<ot@
z(Dx|=+oMUwQ~m7hhAZy+WX(u%rcnK&`dryqc*9`^{!EWJ1GQ-;N*@4sCS3FiPz&1A
zYKN)sdmz2gGt@K%Qh<YnU`f8}FLGUfT6V@EE17|Q>N-tM+&sP{df4AzC*WyJ?Y%tT
zAl~*|%{s+f4-qkswaeP)N_*|BCTuI<pdCA`F=`9123n#7_>stBPGK`=mKvpt%Z3l!
z%Ha%j#xj?do$SS}py*CK&H9HO)4U=~m@RWClDTx{ij%GULnpGx3A+F<Id3B;*U5=I
z$k*;}`WxXZz9UNJ9(%pNNof1TZV8D=qAFf|NJPJv-93YgI)%CN1~<#fB`txTkAFoA
zXDK2sVY89<q9uzi2@AC~Gqx`wQ0|vo7H<<<Tet?~TQ4Ds@}D~13#)s?R1iqejDq++
zm#>0zz?1SjdIYleHZ1K8KRTDx)vswZNEoKCurFs&xA5!`mNFy42~17S*(Zw5oW8@^
z$XA`;yW77S5vGCX+?*${#a4h)(Pl1xxm5o1F02dx<p`^6ZpM2aJ3Ln%u|_ldc1SH=
zvHGMPVnnJ`!8ms-WmFm%YG|vd3GsrCv1{!_!`wvNeWGM#4nXtzEx=p8%G#sM;l;4)
z8%ajRW*zV^c`ZiThFR3%4-D;?)X_l6>g$VzYoO8FV#3eQtnYFcf4n!G%by~vC|1lH
za%n$@3*@x$(zyRNiV`c{j&Z|abl|Bymz+?$EXX!i=*jPZ?C27j$BlVn!fR{8GUnDd
zH9YBk=@m}B#84$wbFD$T-%piKm+pG5=_M&l@@EZh&X*`_MtQq9ANzZ?21Tvf?c7Rr
z{zqo4{23ZI|1$A4a4lOLSs;e&4@;FViQH>wN^zWtGq^VZLzCTjS87@)xT;{+a$&Y;
zJTCnai<V+J4CbTY!y!169yb|}utlzS(J4xQjQ$>HQ9ZBDZ1>mU33*0Nl!q>X9{JfO
zH^^rChG`~S`Eiij3@eAmFxbc*L6CrSMxt$dc6O!(x9|csr)(g8Ed(dy)Z@<>XQkTg
zXuH=SLdKi+wm4D=wM=&ZGQ##Faci=r77@@B9Bc|NVM@n&!IOJW2=9`wM6pc5G2@;Q
ziBWg-KMH(SD|1VwqIO8$tL$wUtDGm^T5g^DE(UWZ*Q@&75^gwq5YdMjq)w_XLw_1$
zzOw_|-Yc5@bOjPagEs_Mm%njPFYT|z-6VP%L{@p739=_BUafIs0dZa3L}j8<;c#Pj
zDFSPCZIxH12XK2QUM}*4NRAEIWw5o`@n>T<i4DcjqKQ`*NX}pd*?(y;6q)>$Pi4*a
zn}X0g0sCJ{vwf#UUIv(?=Z~mU3>uYM2rqWsf=%*52&rkh9W)40qE*+cY{k~#Iwf&}
zWf?RoyuAIY@AchDvf<u=dZAUT9_GD=cw{7XN}us{l!$-QvP#Cf(hFzyt%&?Q{I(X`
z>cR0Tzy6D>lRtmsYc4uc4u>Iin7B2p0?UM}evz*FCAL$yK3Pzr1kwAX7SAYt&3%|4
z1;Nc}^W*(N5L1l!Qz+>oe7;=733EW*fSFII+l2*|9Hxn-1x4NL`nc|5|5N{4B$M~D
z{qmlAU%lJh4urMeDl<3hxas98hm>u>leqA(9tJ_nF;3Ph2)^pqn4MUVV3K;a!f*Lb
zCb^Nl`EYmJmS7|2w7Tr;J1jvOW-=B`4#j8OkzA7`AvF_EwD1+|%GrmswYL4N`!60p
z2rDelcf(WULgx2b;w6VkNtY%bm^2L?J0U(gPqGOg_y%eZ1pVHMBf$aP`)M!O=po%1
z)BCS_qTlqE=xOO{r;xPdg7wLkZeFQYa{`1X_*Brep<NClgw6+#T5LJ$MMeD&Fc2l*
za_{S6>o(99aWuL%0Jkl&Bmkh#kwB=!OoIRsPar&GkXPDZpmRG9omyI=Hj1}hU3X4y
zQ`_T$o$X#z*82@n-O|YmcG=z+Ki_zI^7XUtDKSS~-{06Q#b#hFi4Nuj7x=1O06ATM
zBu}&Q13RA=vsXi4q#2yMc0mZt=8pi8Ky<;9@vwx1S`k78QA4&b*1N5fFgg5=%>u@(
z+U=17F@4DGp!cXJ(@mo&bTMph=A4V|5pw%-%g(9ZiIfkx5c@h9ztT%a-|oqp%D=ah
z&hxA4I=MGe_pMa;4ve2vJo}E!>U&b1)hqOKb7(m+di`anrO2@5@(&gNvkP<nO4n?~
zB83o7eRagvu1%$igex6v!qvfSSqd$U0{f4_Qh*`gLryNfL5Q@-whtC4GZjCL81c=L
z^cgsx^<GIMm11M9w%-eg7`xCftNuw6fkenU*VIG<mKUq7IXb(a=bqrxxr?=}eYheJ
zEdr=yR|~gjOb>SIt{`#K15Iy*+fxD@%i&(`R02n50}z{NDSE|)EZ{=XV>VwSd=#z#
za{?>iW7_;Yk4nMXoDO|TFM5pz7YBa>G9P`>dr>jSc%UQ0w=38o<O3J+;zy>ibDrXh
zauE016guf~fFOmd1$3Bgof4EHB3SSMBhI}a7r`=Gn4|M4c65HUd>+}{(Dt6i(iu6!
z67jqCy!MsY)?&&DoND%3PW@}k&_nMSCo=x={M=id6y||T$G<8p5WV#tm=>N2w9A6a
zx`ZkA#0`K+AjJd_H~^@?HA4g{lljF?YeT=(B;0GV7xM*tG}_$Opr1&|Ul{u5SO(dy
zjr9>m4%nOz!a5;1K#HSrS%tfaG1BdO>#c1bw(YUqhxsi7*U5Fn7OudE1{rp~5C8)v
z4ENDBN|K9Gv1<nkDgM>DHI~nmEIup2yvWftE*6TgriK#g&Q~J`$F3Cm)9)F~Wqv;P
zCYKAzLYtpEt7DD$)5}JK9+z6G$VAhY+li&bLpy)^qn$LxX<Au<2i6XWz3i8qpTSwM
zSp!xifPK{vMV{)GIGa}pKqO@_<@Q|Sk1b;xpVTa&^NHy1xWGWjTq++l7HIEcoD`l(
z<QcIByxG}+2I#^i-`cGruwzzX+BJr>>T=<3BC;f#$Pb3}?i=G1v=C6Bb2J%frk|ed
z|BL>S=*n~y#%^ahUr_>L(FGOko&ltm8kfR=R^ohL&X_RH8d<1~!slY((Brr8sq`g|
zZ&!Fa3ut8^1;al;B2riZ42^(WTq(_O=IP&>P>*6?4O){%Aa<z40t}&ejt;Qx>y+W!
z*sI-7;8vcy^}Xs=cK*Zihwoh28#V-8C*%Wr;U>Pz;@|wkDhi7^mltg-gs=TtR21?T
z)jYoy1pONUuw0Dr%I>ea+U($rdX9~AbC1ADfYO>IJ+R2+<as`41wybr{DI`N^_7b%
zwt6(g$kv%Uq3?bmi-EDuU$w`Xodu~^*#JmWS9?YAaR-m9IU_6+lk%d1P5G)DtTRz8
z)wn9SS)4)F{{XEl9ab3|%_4}QX5Vmk6;$sq-U>7F>~;fIU2E(?w_LG`%9|zih;Mp@
zKfQSL%FEQU6?<)PdER2h=3S1x5BB;WC9Ta3A%3Y>=0g|SZ8GlqxPMQ*DlwZd2RVs3
z-h*9x`m4o3Cp3MCGsyfyIhqRi6!8L!e@N;LdWf)mb3U7!uDvB;;OIsQOZZT`WQZjM
zaKOsuoZPE^)soOFni(>;(o12fhWK7q4f;%1p;1<!PD%(i`soLu@45d22;{taHIl?7
z_sWQq53afD%jW_KBUd#H6fCUCoNOZkGD<Hy*(cg6q$%3rlvr3F?$2582D}hJiJDd*
zhgDl$pByxqt!MTeE(Lqh@dS%81(^sUSE3&`@s+O4H(kpErC&t~lTZJtN-jN(kI#i4
z8U@~u$<LeY_qx|Sx%8*8)fGKU>@RvD5VX`?3Ztqrnvhd2By=r~!-0w?UBg4s4f?;T
zqtZy_RS_BJCP@a#B}^fQ9SMb?UAa%A5GjVBh_0XE#E{BvGA)JDXwo*-Lg2@u%SY{!
z_+#Mc4GV!!Ea0}BjhWG=!THhlh1t%i^1$w@NXlMU6ffi|bIHr@LrdcbMtdi2;mcLr
zg7|y8wouqF&pPr5WOdd3L`VCIf&I_1dXvUFf8_!V&y!!4?;QV2_|oC<vnTM+*?+&=
zS^tRh@O<m9+|znWzqyyCvXqRi*WM+BolLoPU2E}RS2>)*h_#H=m%!W|YEf@PwFXBv
zx3VN)+sJZ`7BVHSs<2yl2UjNBblWv(9GiL$wGXxmqyNzKeMinys;YOU?@M3xr_009
z16Fo_7!GJ@%|0g-T{bpUwNVpRdfp=nNBy<tP9O%b?$D01r$-Vsi^Q>Sc%!)r!ra1|
zpJ-_Ezj}TqD12Q`*&cL;>*kgWUlOm>Vs&`Sb){JqTNMr63v&28%7_iD;G2g%QM**}
zYM#{~xkQY|HsXT_5-Eu%+XV&LS|$$S_bZLiS4a+au+CD&fS1d$>Evxj6kL2HIJhc-
zir>Ryz?*Ss45pFkb7Qjl!|P}Nxz{}i{d!aSNz63FA^qAJ1^&vul!_-Gbo9bh(re?}
z_35j7%P!L;hJ^Gb>nM|tNR03jhn%DOJ4qJCeF4wh**nZ2@3EE!%n1j<q}6z*gmDSY
zs_ydB?JZUC*A6gO(+<XfeO;NH??@+Y0*MwZL}kilYFk{GlFE5E8vo8dJaTcR{I$yU
z!H#z|hj4W^SguEwhu_MK!!oR^w60tH-&D7T@t$bh0LWOzY5E-(Qv_+I{gIsi(4~2n
zWBqb-195;Ub8-*y>4C=_uy{LCzC-PmwmrYtZ!FF%_fB6@9lwY+C~r(GtFZ7Zz$mA>
zLa=)#T-yBde{os!W9<pz)HLu-sq9h~tp!z9Q2!zFyc~7~tf(tK;iYmf0KiZDSrQyp
z;qnN*JQmnO870pgMV;C&X1TC|ngM8o?LAQEPItCC(7QvlA$2J#^k)3Jj_<lEua45Z
ztf=+I5{JTy?OB8&;4D!Axx({oZ12^|VA_8azV;r@aT6?#J<eMixPUp#wlDgbwBX4f
zaYsO~Y^hU_R=WcnFTu1>S{-060qQuGc9nrXHL;+@M)!)HT_V4WFNlmV3$Qc1mJ+&o
zOJVC4w|nB9%1n_V(|2b9-jj>|XJleGG_9~(ij+i{Z#{K4HLT=<aNl^+-jn&Ko`0-@
z0*#0elVbTI@BI|Zs(0qgxQtU+_NTOlqBrnrcyZ}v!&`$imt*E`G0wbIfA7Dx-EKIQ
z_1wXJe4F+36YH@{D|6lr{}|n0{`xbk0u@AMFi9<ch<f|Ecb0~y0k4zJbHALgIJErv
zz_>6Fv4z5RU9b%-jyRUrY84oaXpIa!{X^2c{mB3Rjk0smZWeA?Q+xVzVZiQIyAR0d
z$Z{DQGhOe1r}KdZ(g_Z(!SrJTb%&BDOk>NuhuxQ69g~MDKh5(?O|LY&Rz=b#{s&0F
zTXZzBPxp-NRj&Y%d$pZEH5CKxa&R*UtGvdS%%rv`F5i%f-q9b%kA8v9)ah1*^|c4_
z_}ejei0F55Qw(PR@~KD?)HXKpq0M*kRHz($6pbcAEfmCytO$7>MIKI{%BQ~$-x3Zu
zwQam%bMzwaxlTS%QZlb4e*JXLN|vxgTJm$fTPoL;jLZce1`hk@m)lIvt-Ns~!<>pp
z=U$*=SgzU8ml{Zn{lg5omYvvNUbCmcAJjarEf5-QKIuDLCY$k=rLJtBuO5H$a;rpq
zWqMsTc#jzzN2{;9+Q`uVi7kJNnY?Vgqp7>JT_*XOJm+wkxHR)K5I4*OiN2>>-kL<P
z!>OQSsrhkL4|l8B!OpO9S^dGg76(1*g`pc9D%|TM4Mm{b4-wDxcwdHvUXQP_cK;=!
z5;t(;`IlJA`CyalJ>z#@G9D<VvuWo6Cbf1CjmOt<)W&o(5CswRGFdL6Te^%n284z%
zXM%})7xh16hwQ)pnrbXVp_BK3CSJOga*k<n*rz*(*$XxNdrtVTDYn3}4NZ`K=^$FX
zz8z>~wtupk^Rr{_S&ho7G_JyU8f|Ato5AKxHs1v(S#}z}2HwN_IlWB@Tvj&htZwyc
zC@XcaL)DcU5}L@A{#0XBAv5U{8b#s99ySxEX)|$VHkz_;tG;H;9~*!LFR<S_ou`ks
z_=W8EnlY}olIcaF%LDh?d^v2<o<J-$V{1(2&7xRYQrdEUMEv>i?>|CxeN79KRI~wl
zy7BxK1C)_F#2xvdrF2rTSF4Zc(HHHlJY8M{_#>)l*(a(6IkwHR=+zB7Js*WcW>;lP
zALgB7&DZ+jw{woM%kAd$#e21(Gm@wEUsJboO&x{H+?MkdaU@MOb=g)))_jk6ckgD&
z=6ttkHv|brVoMNcW*4Sgt<p#rk^R}=ZLyx7ROpvy1(OF_S`&^5F?Vb>iS-UfYs`M#
zSu|R>7M>PmMFh3}<u`z~Z*y3vm6@R8l9}Q~VprLRNc9YCM_)SG(@r1;rAOus8n}qs
zA!4J<Ozm-D3`j_8xb9BgITU^3)PMHQs3*26_6a8!i~TdTL;d_Eb$Pj`w-OroADoC5
zwRkoB!&Bh#8>8q|<;ID^$zM5JqxoZ#jaWIe+dSTsC^P+TTXO2D{!dX8QMN&@%+JR6
z`&EROgZH<$)n$VMh7Tnk&QRk%*;hYge=F;(ztweGQi%7enn6G7usrCEGkcEh_UXay
z63ZKDyA!M7qTj7zqvum13wy;a)@%4A9;Z`T6mQL=V^r<#o?khTl-Fr?^di3E%yokV
zL^Ri>S8E@XqrNFG&ek#diZS%64u7Yps_O<PJpBkK%8D8-GvFKnRaGtCZLPL~w1O){
zT!0!swoJUCt!f%K-wou|Um6Xn!$-8Z2dQM2K1MPOV6G4P%c?AbKGp_2c1ClMh?hLV
zo}jlH<3?ROOvQYxalK}b_uh)?fhMP|Eep@i8Or=lvwp+ma_4l6{_ls;ry1XB-l_c_
z^RY3*Y}MLG&Bi6kad^eP^RJ0iQT*Tz#5WM=&H)T7oi6A_$%)eTrI$~Zu^_=OSV$QM
zb+X4murty_zXRNl*C=^b#_5FSbKbFaJ1_G`XIb@vUC#636F*{#l{7&2ZbcjEI$j5;
zggc469Bd2keH=7#)!DCWXxZ5+3+<K$fx-t}!9ids5SgfG@$b8mr7+yKPJwuc6-(-g
z__kO0&v}zoj%vf><}2f*W5oMkWZ@2^z`P#=-oXfGa9vWf^FUF{KbLI3xEKgE-bCxt
zQAOqEoA+3)57?9oc*<u*O9b#T!9JCY;p0I-YEO9?hu<BTPsP6W!!e4fDJt`mwt6ep
z-^DI4tt$#oC_fVAPqrSFs1C|NC5DJjtfHvq6OD~Wt3azsUgm!wo_*>pvZTPwI{8r<
z`F-B40u+TMB@kDt=StOVptZ09*CSreqWB>$5OhHYo=GS_1CT<kqpuCWJ4-lvv)tWe
zoGUx@7?A&K`X76*`@~Typ8|jGQKk~W{Kc!HlM&(jGR!&7s`i$`01lh5G<GGV%qF*!
zW_HWcENu7a)crR$W>82&y?x^lp;u~Gl3oI~^?G}+nJ`>-=)%JT`)|HYz4=#fp|8_K
zsO*Mia$#leub1&fmoimunl7er8Le~bQL`&xV8tHv@5|GhwU*bKFp3&+{8$Y5tWJU-
z{DIRKv6=Z@%%&$U-JM^JgUTz5L$cd5Y;Y}+Rn4ZR?3I)hd0fy@vsTr<!<~G6BX><J
zFz@AptUY1qO$==#<RL>SwT+<}xqsr=!X&}*L50eV7JhDyVXJ9E7)byY_X;h$$HpmH
zWgO(~8O<awHD2iA7ktLQov2iyWbe_t>mznss^}KT`zfDIfWBoY45z5Yt)_9l9KGb`
z=XFvFlUx{O=)42s+Z#`f&`cNpfm=ANIuln}dX9;_#!dT!cTSTpl@J$SX|efDtC0M~
zEq9O-e+;8-CHw!2ex;+bAd<8a{g!VcsDHj04{_YC%5QCT<vkr$PCd3<Qp#|T&;*C2
z$GPnm;0<XdvY}LJ+IT}mO>_-8m{c%wFK^;7WxI$1Z$;kR&tYk0WDzMrFTL(q-l_p3
z1sl`AFvYG3<i%>GjZ03qH{20MoVLTo#)ca;qoJ$jC;fLs9k!-`%1R#TwX>(MFH9X?
z{7Sh|76r4ED6PWXhn4E1dtyBqCUkl9*1`=WS)U&%{K_LBegC3BXMWGnz-777TBZE%
z5LYSPpoizl5w55_j|F<Y0T47`UrtV;-h9Fb6@otE*uWPgz)`iHZ9l~Tr{(?GCaDi6
z<~bjQc-E|(y<lNMyUxG)&D`hg<ww2OEmI7w^RGPcI?Bw;ZY|wsU88+mk-#wWG5U-{
z|GobIgrKF4yvIg+tvgrHqS6t}^W_3JU6Rlf`7V?m*Cen-iLfP5Vc%BaH3E2Iqxg}e
z-jfJu9J%UJ!7<EgZ%(idf5Cny_et{gPf^{9emV*%Uu|V^ytRLl3BGYJ_Wr&E3Lwvq
z+Bi@!Bp{5;li(3DCynLegUhvc1Tpm`$35*Fd(#H9HccPAs7sf67sIaJXa-6*xNBam
zomlLnX~v(a^cmT7_{r6m^gt*6L73qs14oZG2i>#pA6roS>jyD`OO$I*W`fFI1y{S7
z6iG)pHZGO(Mbpviu&z~87%fR+d*vxcG;%88rCWchZWZpf)2&PzBVAy;z2Uw~iwlm6
zxmgA&vj7W9+)X#)JQWh}F~|Gv(!<3s%hF$OuA4o~sag9UU}2HfXZ~i?_YwDpmqvL>
zOA@bYhG|7#1eHx*2*lbO4gmXeun}QA#*0p?kxSWC^JQI2%q8!Zpph;!pQ7=i$C=WS
zJwn7!heRtNY><F*<?iZ~#FS?Ro?vo{yRw8WkXZm8;nmArD?VG9-*O{2>Cv5i3j8${
z15?wp&*Q({6*J29_}c_C1YIA^?WaOtl15x@E*3k^L^zPt=l9ChWg--J8$MJzx&I?C
zIjzpubvwuTBCka~@JfFFUrEWyl({xNG}0Y=|1zDu2w^hh72D$w9~TNOeevr?KUW^?
zoiRCD-k*`cI6Iv5g;D2xRYT$V%Hq4zGNYXU|1&A~PNqmno_(UEp)mIRgpN<lSUL6j
zOhJ{|#YSekMF0ESCv~?H1SjrCg(WRiE562*yIk$V;Sy6}JdShHFG4$NmmFkl2=^)s
zxw2cy%xd-zQO-4|-@kgb)q+(6docyHM)#)m&b9~=8%*!U97Lx2oe0&UZCZ2q#0$i9
zXKg_a%iZ^?NmnbeQ+g9bE7vITX$G2|nGx+TX(4^jzC{z>3XW1-Yk5H_<=$_QT-Vvj
zHT;R`r{K5@IBf6LJH}#h%0!Q-P?9>KL7({*^!SSVFs#cANKW^s#}2Ctw~BW|!XP2&
zSLl-ND7Dfv;9zI44H}qLeEaUu%5lBazSU^HeDBmlq^lB(=OP79$I#WvUKotJ7@RWv
zDY!Q~_X)?s*jSj5OU%D`V0MBlzajR|y9cncq*WUZ$p&5*n<yg$N5hv{$emO0?aOL&
z>IQBhK}>v~rzcu}ga=wz3f=c;kHBF69js4%^}85B)3x|4;uf8$kbCAq#QSs0k7P~F
z24RdYxxw@Ibb4J_f5}sJVFTkiZLKyOzT-wwtPk}4&`c)RXZ_{&3f9@%JfVL{8Qf}Z
zrzy^7p%6$QMEEUM&Z-Ir!@47DoZ*F+v8z$R<LGWq+Od(SaALt`fy7H*@~O-p8~@~=
zaRJuv81*a+BAyh5-iXQdbBw(MI299Ul%Z2hq%fgHzbIFCru3UkE~C-2$W?TbU*(8l
zf^L`Rr=X<m{U{3Gi33f=mt`$0I9zW93r@$Y*#hMdXiIwnT7_Rum0MnI>Ji%&VffXO
zTLdsHWAR8q9@@Cz!BWF6@4&0Qk<3II^AcJDfRv(xp&()IWWQ@l3SX71leTo$PZxd=
zS`oV`!|_OR>6#;-<fHsK;r{`g@RAdbid|j8)X2EBX!GXWGH-7Lds@0)(n<g*lvGe~
zCGF|slC8iDyVS1q%*O~E!lkHGL<q94-o#meL5_=@87u4_e%<?MIQJ}QE3w*A>E@oH
z(u|+qM`4b-Ip7&EJv)`4X1jNMXT>VNs0brt$Jt0FLf5IW3j3fjo&=G-t87bR^PC59
z$10R`N~0BDz;~^k9YJEFWZ^R$P+Q(qCD2Nxp>8O<5e7^>uiZRSvd8+Y9o3w){KC!g
z(J*&8e$leKNiQ5^pZOEyZdgZ;|2_TFcd-~$F)jk>GhG_}U0o;^OT7`Hpv}EzE0zD@
zqpqoE%I`WTFgn48N=^5I1Ix;pRZ%L67Jwf&KcF$<!j<SGFl3uIy=>`IP%tU9v=_Yv
zqwTV=p_g1zjh7>*c{p~#5;g%=1Yc@hL#p$n%$aVA)Mvo|0QwGjNtr!Dx;jaI2q}>z
zLr&|ZFx4#4XC4J|u?<Di&Vr1G9UKA?T;BkVszh;ckUBt}A|<QviDR&A3AqHle1*q`
zjuEeS79zd0wG|dFn-MR9A0EI#r4#{yPzn^Dgq%TQO1T0+_~hby4b4)3#mX)H0spJf
zUxPZxL^4i8u}Y*peTTH%62gS(Aq}oQb(}K2*f^&sxW^XuxQUjk$!kB2jRZd{cPsc&
zj+zyuJ*~9nQS7xAYMx<J4pR65r#EwJV!t~YRaEC>f-Kf}`7Zh}=|mGKG4d;oDK_W$
z-a|r2zGzk>PUydu#5BMm(;e<*1ZSqqzO;Gz)xb6Pu<gUeKnD}MV>LPpI^t`Id|`tm
z-1zz`9F&aDa9hDQc5}M4i8@}h9~q@Fly4F!&&{$FWU&@fBAq&W-?$78qlLUr-4x?n
zlxtwj5B=L_N2iGY!3;39$f^O@AqQO`AKi-hgnZr#bwvlu-jx713>7@OGG$Z|%<_&a
zO8ItkoB36R@D<zINNi~#Fg(I44|}}c51+eu#V**A#C(Mf5&yV$m7H)>>T>(*w<%AA
z{s%aGsWSA@FC1~=gu}>N@8y-G_^XyrPu<}7_2m3rza~0WjW7%m_<!rP;-x2(iz6!^
zam%yYt4%YD8m`WPBg-des;ytfjJ09s%3ef12sVfk$Hft<kgcv)kmL0pAqfsHu2N@$
z!YE}qZB{|pi69n;L+plYs{oL~Hipj5Y@TfCN-f$5kIR(y3J~C!&&l!t+xL#SI4HjK
z@-dz$?s@w4zT8Z%=PR0KG)N|i^RDg7i$Zp>H8xM4s|?vRa4IQ86ngZlGiDu#&T75e
zJ2nnx@wT{-OD)ThUtOF{VMeSp<M;7t?<L=ABz8U0*Vp0|pMHp3K)P(}c{^RPKVrFT
zhtNYAkGwA~RR?*;V#(@P0yG)}?b>1#TjkHk3_jo+J!=TEc%?j&e)PMrS5~?E<C(A4
zNi~}a%R~#^8wwO<6dw*pokB%5d=i(4tjfu<bQzQX52M92LvC7WYCJ}#*H|S8kvMv=
z*v~8oGze3IVLY{Om9fifX(Uhy)J=E+i;Luhl|=yI&min*wAz`C(Nv}SNgbv5>UWh-
z65>4zIO+tFa$*%SpJw*G93JM9wKxl6>th{gr&X0jZBy!aWU7lR6FFX;2)~^>d@~%C
z_4;=AH-!ojzf&O}RL{#@wJ<unpx_-Z77nAz>tgyPyWO!zgVpZnT|3H?E#UP^hdpBH
z@%!&{CRh&8K54iiiw6yma+L-KdInG~VQ0^v=SzCCp?e|00is#h+F21Vct=Sa(Xi@S
zFT7g8xUNq9^u?2>r3yioVlg^8QiZo1I`}z%Xt@SJEF*%gY_3*`6CxEf_B9$o1$B>k
zEI7b=M+;lV_*>n&bN|FTf>$;5_-za%Gnexe?a6rXFQ`E)ue$-v1%}Cjy^s*<Y}(wG
zX|MBbBtT7~H3CE1jY}W95|w(eWE{l83BJgLuFOKk=8ISZUZ;r^WSE^QePhM;;0U(E
zn#omHJnU~uC;mG)dbJ%^n=UJ`!=V6a2|T_~3*ml-EV>sUPAq7wy-{MYAWCJTl#vmw
z=u$23IsHM;P_RAqCyqdgYjyC*r}VrbI<>HJN_LPhke9v~k3OvIer?+|k3W{N(b8|x
zXBrVYw_LS)&_AI!9BkB)K~9E@q|ydz@(T!Dw5*D6$jMp7zEU*oIzr{cyD_6=zpei-
ztB}KKO)P)^C{sBT8<8<H;%)4LKQX&=&IUin;tOuHdA2DN(Ni$upvx)Td88#J#Y#PX
z14Pnc%h9C}tJeKHly=D~A4762_JM7SR%x%iI%Bbs+(Gj7X9zatAq!deN-6ItnqWaz
z{fFv{!w205!%j0Y*Q#Y4Px2qiWbqoUEHMCo6Zem<3QislJm2z{{^F%B{;8P}S;Y<Z
z!nvv<TgjvZdy~?%<0F@_?tggWl19JEmmX@YfR_^?Xu&-8MPsnQ-G$)pIq%p#tL-?-
zdm1aKK)MyVv;*67>Eeo<O5M|5+<SvW)z#@_p^NYocEVRN2#rDGiNa_!IusoSbjTIv
z4u3%gMqEoH4O7%TGOe<~7cry=bx3&OKLg><Md-$R%5~<t2Urco+Apflr!D$KbbMoY
z?+LrUyXkW;@fn-ZC6c?sH9V081M>$^DJpgw11ycAW_qWWiv_<3oi4GP#g6!=cDDLm
z4JbY_a_UKa*@ZuqLOdF0&MLqi#Vw(5<pkP;mh-YUlV{e?3oAt!WpPi9e$NuSX?EV#
z3P!H{IOSy`hnrur5iNEL_QnmjcQg`|YB9bo;!Eg_dymS;S3^5rygCJ`vgzS0ND_h#
zH#7>ugoyiNNZ+oea$tjG30LwZG<VXFaCYjnR-&%bvt^$MDY1{~+M0&vL^W0TRX-H+
z#^)a(fyk0lHgG^3jcR}wS>y33kp-3|1x4a~=PxqutsjZkSSq+94gl}o@|A(adLlNe
zQ+zaFMt_mq_R%t%H$w}RKz^I_OCkjbU2eJEQ@Dm`nZFC`=}N4eibdH%Nj;JMiYIl#
zSw8o#y-o?0`Fuz0o~E;hTe_=bc2%m28oc6^Ntr9y3g2zUE#ISo{~y52*$i1_-*t?B
z5&60QaBAobF041eQu#d`(+q`h4oe8DY(V1FrLNdnm~CqqH?j;Hk48fAr0=O5Kva;A
z$P6!v|1Dpi*X?}m5xqP#gdB}w#RZbiB#gjL((su1&I#9jL2=!>vRbkSj^b!C?h*B?
z=2n}5NpKt2+~Mt(2aIrO2i@M8UP*K(o#Eo`KoKs{Xk}Uk4DHy$8ef(@bayWp3S$p8
z3%*U3(S<Xl0mzx3MVoG2yhv9k&bZRpo7oghV_g@-9b0mFra!TjNyh-ud{7%*W>PqT
zQNMKexk6-WqlEOuI$E3f&;51`NCL&^K{%l&#x)JiOvoc{bZ8|cu=lBRl}S^NaOw$E
zc~0In7L}J2v=|##mb<faGOqu2)DI8qV1WUCvK56oR3c*))=S1_v%AGInTVj6eui;&
z_EL5RR4$yhzP7S|^?GHxS`czPCsB!wcZf5TfoJW#xnA3X?PMzfl_sl)t@DPzWa;Eq
zsvh><iMe|`la~}H0ay2AkjiTPD6~>k>hAC3F#2N9!zUP17UMJ$@<zY~558C4vRNl+
zSVD>U<>}i+E4+wqkSsmk{wTRC+l4@4#VG`b0$+h3YY1`&3IMr_a-T^V1PK&rYHbCj
z=#5MmbVojGsv{kspRU<y885jZkb{u~cHltR*V1LC`0os-aKhVJGpOK%eDVN@&_T;b
ze<W;YAlVmNaV1^6=v;u>>zHSGk7=;Vys2E79|a~9<h%1DTyJfHFJG;<UYd6k2bQB>
zoSZ8a>T)>>Q3EBKSX<Ab{&RKQI`j{9?)jwBQg7cz@*PiAq%Frf%mpLoxg;cj@HLnE
z=&1Dd*r8P@gg#{&Xp{TrOjhP-i0$)XkC5;dv!3qHq1?GO*Bn<oRlnM4?rV~3h3jqj
zgUDUY3L3_5@8m)3c_3hzMlrt{r{~)^n6wQudkMvowerhop}O{#3lN+X{R(DJyn!{(
z3C$~R?R0;lemZriW+P8Yzafh2Ri3=3?G%I7`S;_T)P=nE^X?HbwT9i}Rl(RhHUX}_
za0qGd*Oi9}A7xR<Gj{rpm~%TC1)^+qGgMnlM{@t<1^b`5uDbiCpEYRvrc;#is&G;9
z4B-v<vb&)g3Mi9kAD(Jap|B*_0gBCe)_F#1<&|*OpPrPv7QMW!xX(757f)JW2XGEW
zh;e&|7TlSB_bz<n(j$@XcPV#^O^0Kvzo**mtO2;EVGmRmDh?w+CbYw21BzUbOUNf@
zghy~b9xBdR;DbCh-oT+7VHc7!>3$JrDC!hw%sxem7X`a+-P{oS9befc;%-8vwe)*@
za%Sl=%!$e^ao%V<l4L&`-)v|W42D=V@(VVC<<Qj9(sR(ldGWUv+mcRj8R~vi;oLAv
zoJC&_LeF;<q$+~#(52T>Q`1BdC;)e{F*T)H_Aw>B?AU=#9IlQ{zj_~yRTCYr{~th{
z(1W3^@0HY7^rn~8)e#VqZ~2Cc7F>LIg$qhD_|aa@n7>~Q>&gI@m3ByHh4(vS+32N}
zZJ|^n5U&?9aoZLQwhhpNsiOeG1)buJPzd6(%mr4RN23_&r$~ELRWf7GL{N!kcG1b{
z3#l8KJSU2m;W4y@C}brEDPw0pIWt;!kM&-2p;E52KcQIkPGrKG)QYm>E}p$sL|eV&
z49^rDtTgC*Aa`~vEI;>7eRFUX`RuLaELMq&Drrukk>dgcthR%-o8|`Fx!~gR<ATuR
zaVSDw$=?eLkZlp~b~F4ZeNDwy84`0}(v4ua$yQb%TB;6rQ6;e8K>Fd1Q%kx>#6ksb
z1?Fw=lgFLU4gbXyvI7s=d#6Ki0c%3$Ab3U)g|02_)V?Vb!hlhivxBI#m86Ff5@NA>
zMK@@_`YyPCj!BT`K1lj{e*eRv^;5;2--b{8aeIB{Nzi@ox$a-dC|aR)*<P?Hp=+?E
z-pfOxG*u7f%xuAiVhm+*JwfxE@-_ynCxZlv?Rz&=8pMXrWV(S}i6hZ&n4+da01+=C
zqOD>)?{+kOg1(gx6T}m!lwfz9GG4qvtsv3FB8grADBK;D82tO~kABMNirSa0zn6I5
znI;|dWy46{w%_1!e?Q#caqIgZ;015<_KAa^PxCh-+9$6*^Oux2vFB8f$xAd+&MU8Z
zeH^r4eZx8K<_7MB{XOrpcH1YzIqvJBjy998AJzQmYrk3MYIIP!^6ew$0A#lJ>k@AH
ze}KJjxcfiCX8#A+&t7aZN>TZ6aRyg({fD6_e{uW|!}_>d-<Prx<#41`o-u8{0L|`S
zk|jCQGFi!|5Ct)f3hrtbjXwKNE{3TbaOaB``K>9qXNf6`h}{goDT~Xv`9j5HcP!qY
zbaB+7L*E;|PtmQ$wwCasH_NTCR7HYrLEgn&#eeuH9)eR7d(CQD%W#)-*=vV+m*n~U
zw%we1<Px>1CgBCPbsw@GJ3=xzdxsear;nKGGV&7sP$j6X^!FBbYMZ@?Vy0rbCpY<&
zHhC8S@^xAwtqUC`ZcWLLA}uHv;%)R;1RxI7E}i(mR-C(?1img><mwaCQ0!;)pVpez
z7ZE<mJ}K$tW*P5-dm^sKhJESu-9<F%Fu~H<(b?G%C9#dH_jRP!*Mi_BrJVQgY~=`%
zisjhNOtQj}i0Qjag<-mfx1yv~m)I2bAnJm!=pj^$#2^Iiy?w{SwjE)j(i*`UnzeSC
zsjUrKd8OF-jLTQ->jHywTnOH4f>%l7dz#ya&paMTNX=Kh)bE#W%_TCxp_0<RzJ!K2
zoc@%L)qgSxA$bN;W68_yfY-M97auU}%r778_)5zbs{r(jOovZ_1cVlqKBk#3=qXqN
zPVFX5y%cPZ-U?}8^aXdc;G12@8jTs{PM0qK!a=(l-!*nlK*-z7PlN^bez+pfbZRMg
z8vHU0UbxERWw6q)&?3AAyzfk&gJNB+_NFDhf*&K8YJr|nsjl>S1}&d9UfFB_W1{;|
ztNxLX-=y$z*F~@1;aRuKJL&c1^m@aDsi<HxTE$;1MO4`|=PJEYnXAu0I%r{D+PC#=
z_?RGdsWv<j(dmSK(79{7h;ayc)q2!xqZk-BLqN^Ke#eco$gbx|W;#c@SItZ6tr|+@
z)#Yxuxtf_N?K`j)Vv`+pRh6#YK)>1yBy&qc*K4mTV5qy)u!LK!x2qxUfm@+}<>$Y5
z!_)rU7<K&oC+_V-J9dV-wu*d7tsKL-JxAo;{$i3Gmy>ijr~NE=>wp~HguHhPd7ZOB
zadX5bKu+s(PUGBpG7Z6DsgbswH($US+vX4F7LdX$**cF_N-3-p5m{?D%wK+do-aiD
z;^P#th+STZQF<5N!?pe^M)sS)kFRHAb2CGna7*cH9a#FxiL(vOE}xm|#Hb>5ImXoh
zeoHXa)ufD|+UP(4^$pqe#}Kx?4E)*xE-g6R=4;u8Ty7CmWH7hUu5>q>o6`ko(Kje`
z#IAixW#>0#UzO!MdOAtZLB$(2wx(H&HP5(DTBwBG1Dx{inR}>rVrQ$_W|MWsh39FX
zi(-Nr$6iPK)7{~R1lM36srz+i!i6A1k=>Eii{0L+_W}bL>do!XDpjRlv>X`J=pj)y
zW#~UV-TB;QOx&13cksPOK@j*FjG*ABD#?AnR9+8M(7g81|4FKA?E2dGc(Ju-Ys=3R
z#10~9SMIQWc#OVC^>({F&k}0<0`KbRd#61Dm2D&5Au;K6YIZO-()e(m`pEtTuJc8L
z<w^Y|EW7nY+O#O~41Y1rdN#Oact$S_vTre5_so6$1kYFHz{63Y8%sA;ZVCR_tG;UX
z>NRER=Y;mJzwsi`b{?1EM^PA8SN&2AqVb%K@-$<RUI>IQN0kzA6ex!U!6Lc9T39vg
zMtyexH9Ntt81cbSns6(>dVj5M)rv_m*<Dp9kOMIL{6wK%R>4und3;of8f38S_bkG+
zUaGIq+~Gf)o{A#=VNosrm237_PezYWMt~4QkTKx<?24Xjul%Yn;Dd6)ek|{0l#mX2
zH)rQoUe^xL<ZH>YCBeu8v!!`xQW*I}h8U0?RaQ_sICgpLm8;?_gVH?0ssLuT`}-zT
zUcAI$?1l@j>iR&mEUAIwp!>$W9!pPOiJ{nf1PX++xjuJ_@2%$62kET%S$1w(2AF|)
zEK-=_{0Ky`@U==uo99wF71BLPlU#%>#2N3y{`;5hKPwDhbF#XRJC2C;vh;3wa+;~e
zBGy6dvVuEm=OytPJc`5McOX(Xo?siH%l2gBOS#Tt?K!yD0mE33--XD7qU$*2ydI~I
znjt}i?WxNHBnGn)Z)WA~xYi<ny@W@9%+=0mPJaSM<8{!R-0RBE$I~j#s2B*L=YwS(
zpEjynM4F<Hy}Y$BK+I4XBaq;Ku|tSXg}AlK!Sp|_$@v&F5NzT6a$)gx&@D~*=l=>o
zQJrsxlnX1qYO!Ffm>Ja|<Edv-Pu#DbPrfNOv^ahH(NFnbeYMSbQ`7GBkkQLpKW%tC
zl4~_PGB8$EW<IeuPozoclEK*@pSj0Vy0w$nu_YxXku_II6WGD*rjWe>2f@yb>)mrM
zNw&+cx)yIZ2Si1NofhEmy_N%U5Jp;nt(ueHW=2fPacr?4@0e@9HbUd`_H#M(^o$0M
z{5Z}%8WWAK=(IIoR6;x(7~=}etdtZPVLY74?peV%xi>|Gh%@`s(B$=irUs9F)~6~u
z1N}4b4~E57hk2t*e_gZXr`eI=l8Gf&wcJI^A?}|pqhP)G!@N6};f3?&uKNI9;kvtA
zLL6OF9VV<<Ux!?WkB_Lu0O1pkPC-v4QclIKCC`2u@N+>s+l%_N^HBB;Q+Yt+apQ3W
zZ7@8L^wF(s*&_!nt-d!yC{^s}Mh=NOA%RRwZ)*wYhv?KAvApl5H8x`pMAlA@PL%u7
zU%#U8_1Zy>dptf<Tdskjni~CRjLDT-wXGhmGoq!iVQK>!-`-3@WC_MuT8709TzB4X
zr6U3P4?X5tP}a5_FcidZcB?{P#qeLmUlo3t=^Lg~nHx329JL=${0uA#a|FHS{Tuav
zGt0MV{Z(o~sDd|9JvBRa9X!ZMTA4V*?s#VL3YL5C3C5E1tV>8lpcP_Az!qL*H3oOP
zLFoJ)g+K>DtdfwCo^eG^u7FEDgNSN(%Wuk}jyGR`>M7Iz{vEtpv%VIgC>8XO5|+o}
zc4e}eXdlS+O*U3p&G(urHJj=hSw0OD`JEZ;*Deg`fry=9Gi2NikAne;_V<fb1nG#J
z6m9-T&!~yU1cj9N71`L{Bvq9IYQ=I!R<WMniP1;DhCi-fQ~E*vSnUy}VT6{k2!hQU
zW|tj<gd4`KdXQp1W?%&ZC>3I6{X>-;boE;5EI4DRmDx&+>_WxyA-C7Hhy|QONcm7v
zd{HKXH9F~&lc4SQ@@Am+wR?bY(S)W80?GHQ&U*~YvuXHnt?Jg`#!=BJ7l%ZXs-uk~
za$PC}iA36cR)m{~v6vvWvN2GRC}wsJ4d|)n=`Irf>G&8m#1yBp-FCHMUEN424o!8U
zD$zDgM&a7}I*0>wY2&2()$rRx0%~YX8c7|VTtqFB1iC8Pq7;%(stH^20^f$M4Sx7F
zq;jn=|KOZ32zz2nb@#0Y;DGmo;biTj-XBRL6H#Qir&X@Y9B+16H-_rA9f1U@JHW+P
zk(efP-<`;U%`61ec_U){QcYlEx!SDoC-}cTU_Y9(GKfC@41Jhg)L(7_|K|!wluY%Q
zOyC<+84a2ItUPiQp0|l(Up)Ub8yWeE_;x;YZ>9X<Jo>TQlz}mBt;oh9LGBbj&3x`c
z8|uq#CUfu0;cMMA$^u<R^X{>E^>cFA?trU6X2_L?464?Zbm$q^xV9ach}Jb66#|_h
z8l>X)q{v9mPu`8lUAP^q#joknR8EAU+=p4&h>5h<;ZH(tOAS{VS7@tft$dt*XT|OQ
z$6Vp7z57`8NYhba8R4b{j(M-Mow*)l6eS%cBUmcDfU<LyD7C;JuEMmKjT|t$R|07C
z(00N%JDk-lL;QE@7&D|c3aFq#Or0@m=}+vylOS5AGpI{0S<Weu-`CHEy1$(C^!WnX
z<fongaG>;u$j~xJo@SRsVoW?W&A1VyN=&CW0}84$!4_gFf3Ei>cN98G1I^@<)MH!e
zsoNOWd~KS1#Jr1>N1G9m1v5;3YnAEXV`FEFBfowE=EUvnuikKhW0?lXLt3@Vcv$UW
z>w^6&Vk8q2Cq8gLy47x9^oSHh1&7sjgW5~Od&E}5{s-s>|Bm~%MT53k&Q&Hvc1OOj
zPav@IHc`=}y>bsPb!hCt{5<}P-XIxOP`1dYW&Xp)z|;xTyX=S|(n*13M@~CcF8Q6b
z+3oEQ4^diidFGqt_D2{ZV<oKi<*eh6TYb$7DEc-7^(=P2Q%_88<bb*~``hDmcRA*r
z<zmd_1I|0fIS#!Z8L_|hwMHGKe;hR%r%X)3(qP!>rZ*4+dqsT{r6H@=X+{p1%ai=h
zw`%pjf<LO!r4tq^_hfPS3(n4~PIh*IHfObF^{LtHz<dAH#qR$BTod0W1mYwxC5rvs
z#>qQc&KSv=7is~+4sfzI_p7Y>Gqi*5$#+S&&nw<1imYTVMc4BZhYwV@S59?r_GIXE
zwN@K^z~acrciY5(mvuMyZRCV<S>ArN;uI$2ShKFEF-k3fM~O5lON8DbjGS)`fzI!d
z`bMiD?2f!6SU}x9>V6E-)frvNbZZFCAtNHxJ;L@N=3TOAPpBo@wcYkv<=W3AE|w$z
zvyJKxzw?I}dLm*uOE-efoe^8})7~&m4SgMAg1cSn$cht_AAlD;awfQ%wL-f0iTzJ4
zXFV=<{k~vgW9o+%XOBW%RfGPxHUAI5ITz(+OsH$f^L7j)m713=m8i5iB!o4pM=$WP
z7^O2yGUzhQCVjqLS%xcY=)3JV&e5<1k>@)8+DaQDHyiWP@|Csi>oa+~j^Ac|Nx6MN
zw)g3&o2TE@z9-Xns~Ew1tKr~ssMV5<PZTnMzzw;7yWK{zCCv+Z(iEPN&3~Cajb@}1
zn<#iYWP3BY#co?umz*74VK-J}vZUFl_*~bdaM#x8OMtfO3DD6qQ~r^M=ZXV!=Zthh
zO3btTF&+E?Kpf30;U=BXCBa-@4K@po(vO={bFn#lj^~1ovq#1L@5ehsKm0}Jd^wT+
z#yPp}OBa3CmcNUAF|59iODeG5G}OK%BM^72Orgz_CYH<s;fJNJ$m~3&0R$=>Vip%N
z<*X*rTMk@j1k3W2(Mt(D!zQHV_rZ7<!!K7U1WfN+38w)kCo+o4R1#l;{QHP?ofjwA
zg>3&3j(dRqZNzC-1B(w?k(W3Ab#c&@y0Q50tIC}Mr8}K6-_987>glb#%CVXHaQ*1c
zxgQNx$tNmF+i_W5Xh=nX!P#(1gkxJH0qA8To&&j{<%|n!1R8mAx+ssIXBM!Y_6<Y?
z20V2g^`N)a2At$3j9}uXbZI#}P=QlCk|oKKl4y9Z&WsrSdoFL^w@Q$}x{4#Wg$hh^
z<6CXBJp0nizmw|ML|Va7VMEJ7nvkZnC$AE^skWCX$WkZ)kDr8u5}?VVgvt|O4MG^$
zDT*6kHa`)Jc6$pTKu<|Zmi!%2zk<y6iKO8RVhS>&I4X2h_>>fW>)=LXJ6BH2H4QN?
zSm~)a4C1C*)61nfdP7UW*8P$nUBdouvDrVO%XzK%z4i=@t8S^G1!q%moSDyZXrlrD
zC$s>}Y`Y~cqv<{TYHV8dzu8vN%@&hqa$vq>&KeXP%?`FI@^fNHiT{uPZh^HY!?^Ro
z+wHu_M)NHG2q7441(~G=5rkQekf6eyi4X1hy)B-K+#!5K(dA+nP(#SmR{5~Npf1a8
z926=DDmGKwMyU8X5XTgTU#<O{&1*d}_a738qR(JCS4$vrb}qK)l~9uEL9o^HL_#tz
zy69~v*Dh=fvav%r*`Lf{ku<^fgJ*Fk2_^eHjpN?`^>+7mq46*Y9H9Y-S;i9(-K>g~
zC9S)omAgWEHRp_$<CmX28#DzdE3C*1=eC&)*qCPCDy?#pu?+H#^5E-eikL518d}58
zng4sS)-+SJ<ER+<^;E&*ZHhycDk_G4;UZqU#XDAl`%o~gYZnxyO$CD+sOpV@wy+Wa
zrzPOWgW^5&Ej9suZ&L2Ny%Ps$+Gpz#*KhkQmD%6lQ@whAxkAjF$Y*ZS|CFQ}VF*t+
zl1m_wzJeOdfBka;5j+fEdj&N^u1xlGUzDW=tK>&Sg@FaRJJ_YbX0l5(P-kRtA@hV^
z0!6q!Ucgi2mVmBdcY`IhvbUl-)9ka7MyjXeRX*&C5EloH#xR0eD8V9$gK6gsbwU8s
zcvM^9MGm6(r$s`KJUu^l)1GgNMZ}2w!)zH>p39o_3=M%c&OyRpSDR`q;q$xb-E3P<
z^i}p;2E<L!<SfPC+qSI}&MeNV?Q+<NuV0-uDvnP*bz4dB$!Joc48Q3QeUpXHMO&%_
zIm;mi*(yIJvS=&mV8%uAQy>qBY+1;VkjzFFxD~V1z+J)(Wtjzb&k^8f_t1roC51l;
zXm|`<$u+)Oz~Ml~dW=gKhWmXB=LcFl_&+3_Ydq8c|NrNF%K4P@X%3t7Sq{ZeHpa{x
zn)4xy<`62RoaKBPaz1Tr4w0Ng6p>PFb7-WZlt~g&eDwYAcl%%3#a(%Cujl*qd_3-V
z!Gh0dJNcEVUvOs!LQaOkuKxWNjFw5ysYV>Z7L+O3=E6@kDIsc7dN&&tU|fe}uZ^7f
zUPjdbolsOExWt{X>UG$u2W<Gj;NF#{$^+72PIngsj8(?3JkURjkzRR;xTxEIhjmw0
zW#hWRnLRO}GAm3j_OSnzCh4meN{|bSCq<ke0XTk)eBnCE;)eG0?44<{?rN&!q0&hP
zEoZJ7B4yghyOo;#Li{c}nJxfLOtIQ!X+b}8XrT~)escB7`t6ur8^Oe{@*4}IFDC!K
zx!XowafOBd&CJ*8A)_b>SVK2FSX!CQfxxIs+7y+kon#X|fsIggHb%>p_$4Q3Kr-SH
z$y|V7(l+W?m027Sr{`jT!tqlx$uv1uB{#^@z*PiV&~XD?XRiO}E5D2qK#$AlUu2+h
zq41tX(-qMN_%@P#Zfh$s>0Elkt7~P0<*7>oh0b<XFy?ZI)m1>7kfM{s#OpVDudtYt
zi)pPO88+>{7RCN<l57h2^iB6D^s}a8cLlCrggoyZUp@-H0>5;Acr?WAA)jIw@*xSc
zc#?~uRZtl#AWU}>-&3fCX3r}><!*shO$C9>`J&zZO`MY27@7)tf7oZ5uYUy;WZq14
z??wr9n<ik0bKVK%5WLYMc!?7s4+2J4QjTCUpcB)ahauD>8*&<@6@f$zS?>6>+bo#=
z=yGl)Rk^Qfon+Krm||;GgD^#*3>#kRuCl{hb#4SK)twD;y}muf!VnVVANaA8Z$EtJ
zIsToJt`tH2n+9vg!pS%0*fa*q8mCM))*#4bf<^4y!U$oAT;XNEXTET|(+ZzKjE<^{
z1U23)DbL6kJ*L)sA{K;?-QlK?jd}{KIxZ9~x^3FG6sHL!VbIy!WUCaj-Bke{c_^#Q
zI4jT3mS8^3+f(_w`YO>XiMiAJKR>-=|8qJ1Guf@I>*&{#hd&dJPF?IY--G%yI%YpY
z+^-1?c&nXG+3K@Z#c9GA<kwbI?U$3o!CvH(R=Sl)dnX@eIA0WT+9QJ3yoMhES4Xoc
z!&;Lv+tQ-;0~e5D9jp&%T)U-auag}UIi<y`q32~btc+PL2Xk#0tdbusB|X_wkFP=*
zRp<zlS9yy%yJj=deX+x|c{;M!gqC7`9|0?BR|6K*X+n*9&%GVvD)a};7)ztVS{fgA
zSskP4+x76p*7g=y5HOioW~s>JoVOnvCoU#s{T)Fi^q<MgG+(Q5tM`s$ixZ8-v~&=Y
z?4v`yt&jLnVmVijSg;1=^SNq9X@HLo)7Q6RqUAY13HN^tlKluR1s?YbT+-P4@b_-x
zWK}2Ei6!c*J3YyDizX8R<3=yOTaxv>E?-WjwapV!sGDat#EDo&@X~bHJD@YGr1u0x
zD=*vbZ&}=C#xEgU>1^RxSR!?&*&mF>Yc{pY7<^yavZ!17^Gv7bCi8~fkc#DN&eA_V
zb{xsYefNv+OQEB62TcT5&ZWjKONTZ72KO#kwRrjm(M6~QosMPcVjx2fwVk#S(}Wst
z3w@$L7@7okf)4!Ozyy(Q!;@OE)Qp~im3Z6;4YvVVb-8aD&Dy_VWrYA+C(D(2+1WC!
z9_WV3C)*C_O5Ls#$@R;tVPap9czc_6Q<3#A02X*@QRYXC$w!q-ZRh?9as;Xl8RyRm
z>h2|`U?<@jpV$8iU4~O@phY+HKdy7_t-StNciuh+wgwYJ+}F}%tYOp{n;4`e7ag(9
zW)r7o`Jh0%*k%Pg4L0Nk-@qLaaD!jGZLiqpwNm_?4bDtuzQsl0-B1g?c$eXNSFIDx
z;dBq5M5jU=dh4eyqZ2-;|9m8`U_m!DcWUyyiUV|NT3kD6icipSc({f73b8q-55c3v
zQtP1@es|?1$;3|03p+ZSyLi(UQu(KA!^+<ZGHH>dF6bM4LW<?TgQo*p<?p?-J$>pg
zdvc95iW^{;shvv(zr(>|{oZlEiSq~P6pF!S*T~NG453%&IAr1@_~GRxeVtZJFmY|n
zTfJAl@k9z{oLiG%Xz-RgyB<$yX&h#8K~b{3P2aY9;WT;0Y9Q9G8sfU(xCquPF#<ao
zr^FD`B=f_B7o%`T5G1GF2;Y9GvA(>IqLwCRO{V1+_L<;a@m7*W#ABqFb0MU5QitNF
zjNw?m<2Jkv=0q2H+WhwoR;q>&I_30lT2&T>Yx;*HuuI-p?<*v%#S+8nTa>P>d3c|p
zsW-uA?*F>Mar@2Y+wkv+64U31C485)?@i{-)IKVGCWuSu8KN3n8VVgLq6Vs4?0>k-
z8|>W2XcawwR$e>cWvi(ZkGU?Mt8t_`)u>?dGfO1H1g8m&Y^6rAi5M?~oY3RjmdHt9
z86<By0(80sjNr4eZJ2m_5KJi$s9Vrg8kv;SwJ6Na9l4_*TwR*KVKMi{%w}#zd}Qc>
z5p&E|K;WcMP|bATE%mTExS|{>{`WV}!%!MAj)Ar4k@chp*S6-+uo>n%1tf;{(4}CI
zAWxbSwlrZbCm5_|_#;HAE0D#5jQ&g<4Qa`kr^=HDT5JI6@-dXPU`A1Z@okg`1pv#z
zxe?y1+k3rhAA_4J96hig>}P65$M7~0^1u_QO2H00J61?Wvvv$_&}*!d8$p<+Y$R9c
z6LMCL=cVDD8Kj~R6pSrJSQR0;6SijE;U|du@VuJyxmySID(6B5;eU7ss<XShQ#E+=
zl5h4#3QwkrAO;{s0wqjrTP2_L*ecceI_`{@DRYaV>dS&`?V`JjdNpO6th4D>GIs7i
zNPui4iirzBhYqn;<K(%GCUkB<57;ef5&HhwpO`hH^Xe5pGTqj{K3<}&D-?7kAebEp
z9c^Yl!$+}%_U^GOjU5l=IzVgEo(U>^e!(jHOX+E7iDs(q^HQUl679hFUTn?8h3_UQ
z)u+KWB>>@YA2aM=fjWh}=w{MF0@b(05bQNw^frI6%Fiw_Sbq?qYLYWqxLffy1oU#a
z3sW6nSs1PI?9YRZt*YUkY<q7RZ@A(bV{11YvUbhU;K0#kj7+7?yRCMZGNw>uM(<9(
znurGB>fx^f;s@Uy<K8nSt5zB7gvBtm53#))Rq^H9soo?wOxg;v65n47OMxX1iLgj_
zU2e5Nzqj^4U|J<aVqa3W?Y}lUK0<tP$t7tP(&UF6$tWk-yek#r(<Sjt_j_2`IfH)W
zd!D%`vaRdAa~BCmfM2o*xF>bC!;gf;gRWBzddRgw7rqVC#mky0JBBFA0Q{9I;oY_2
z;VbH-`Gc2eF3&Q<BSRDu^lXX|OJX5%GD6`auk0PYB;~ZX(E(hr)tjW=owAOO{uW#d
zg8*!r9>*clJ9WvEpLOgREv|p5#_(=mTUfg~RlUBAJ7$Tu^P0h@DQ51~mg|bOeIn_p
zo><`2_rTl;ZHf}@#*cJt#El=x67B6BTarmU6wmvFg{8e?2K{%En7n9TbxoN~9U#xw
zx+DcfmZbNTDTmrl3E$&?(A-J7@vsX)3a<Q2o~OgzoiDk%h(c;#NRi)>n*H^vTrbY~
zbl~-}#PDV)2KwaK49LG;?NR?Ca%e{Uyx3~`oxqFHYoCR$r#wiNXNvq*uzZpHet!S>
znpE!a?;Z+QqSNJKf-X_PK&9T+v8rmChs)n8vS+o6p4a)N|3uEipKnCgnvq~9LZT9y
z`l3BH3?CC)M!Vh(uD2f-dwjTpWR`{_jwob2?hwpu2V%B~&ZUo;z2SYmCvat8$x6_<
z;)B2c?5&z><E$o>T+AyqH2@xxE>Hqc+=k;>CQg2hm?xT_N8Z$Dgp&t(q<3#P1bK-9
z*R8T^d^kpbS>>m1nG6SyHKvc$RfX`-xufGmVqKl&YD~DnV2}7M7!G$-UUQu&s(fQL
zhrMlw<b_ppD{XDGTK4j`=L@q-nj91)&s&%MSTI@z3Qa_0Gip$y0VhJ~Di94OMHQuy
z*EO$0xGb9Zet)FzhC9lSUno|+0o_}-yTIX!H`zD%MkRWv%PTBn;@nfYUkcIBFU%7f
zWt6^za=3%bEx&D4=Q$UNOeG{Zp;}sMf6KChEaQ~Z7yH;Oz>jBB2}%G_h4IrnzBN}%
zg)bCco;;ou3>=wyaoam=@4ri3xrM_fAYrt-!&R5|YigoY-$XjZ6WErFlKgCVYI73V
z_CV(opEA!?%zECcSN+`E-qr8Fy7bIn%{4C7g<Df=FiSOdo)P^Uq0|bgXjV<0|9b<<
zV7B5&lNC6+6=q4jzj~q7so~y(zGJ%KnNc?MVcg|x8WuxeoU?ZT_21nkT(I;$M77P!
zQm<lAyC#JmuI1a_)V69e8V)9g9ZB|qxD4m0+lRC;shFiW^@!r%M;36Weh;{5G2%>9
z@66o?LdwAueYxyXi=9i@XXoD$PrNBnW5f62;QD_1>qNjE-;wo=g*-X)h<47u*Sxd-
zzCNw^kKR?CP-PbUf&ZV`s%QP-07f%%FK69pCvS6cSP7l4=~ml(u}wvUOgEUj<?e%D
z3@gGV%sp{!cD^y^g6bNSRv31Dj9d+e3A-<S=ol`m+KC+A>6MgCY3})`3xz_Ri8}Kd
z{p9D7G0MTCUUf|w=3Je~>iA_IFjlq{zH^ZHBkARkN_1cUf056A%S?=Tz2V=waXsMA
zYNXU>xn!21j4Xvvx`XNV4ZF?afr#kp)-BDOndSXCX&%&Gx`kbD9Ji)v-`T~?CuC&#
z^7^-LOLG=ZO$4<bS*-t%@>p_Uo{qe)gjn(Qv=WY`z<Be^!5sIDU+QO1HQmxZZDKhT
z)Mxg4T`X81ug@{g$e7o)Xg@WnRMAM}`*~UZpUR})Bn>sutrY(<`={R~bA(@RwA>x1
zp$TBNo&$PvH!muC8oPOtSEv^v5Wp`a2yzPwq{rmW0D(3WGB#?``z81#LsPL_k-kM<
zohCwCMaPg`AE>XlRTQ@8YFeW?*n31u?Inc4?C9o!s+jSY)prHI9!Lx#IetoU>R16C
z0x^Q}LMm#&AiM3*%L!EjcBJ@6?F?2648%iPK)ttsATz0TkL(fdHlJJwd?rGm)Du*C
z=TnzX368&sjyH>3Lu+2P(!t17ae{0AztRqazVecy%(i)k-<mDrFwK@Ya{Rq~6ZgGW
zsF~>aaW^GddsSFM@ru8>u*xr|Io-h*tPbm1F<Xl-8f4=I-$(omFlK(|sT<+TtoZ4-
zY>T_CHD7mglnkT@WtwAUhhVduj03oYR&ErcUP}3_>seM$9v7Jl+<rYDRyE4P_5u-R
z@VT>hc=4KEc<dLkT5HlZs(F?qjC(0{LjW&sVJXeVlW~pLU4zcl7lw|hlIr3vOFFPg
zGQ@q__+@|XOp^3J0J5&KW%eB}<AEz6z|EI^8|dI<7Ge@4jo0u=+`#02Peu}D4Ye9H
zmDcawAE#-kyw74!^spOw!`l!vQ8?~UbW`%Kk87NL-ga3&y?2g7I%?inbfdDj5f(S9
zkGPRCy;Rb`gEj9v9~TOSaQ~S!A8(F3Ntg|LvCev87n?LU$wC!q%L%y}AEY6o-l!#i
z)zb7~LnEi+XU~F~nBBC3b;)B}{DayzT*jqG@-G<)H5I@krVCP=!uQkUkBv)juV$0B
zUUB-l=v5&4K(3Zl@%P-_Sd1sVh3m?JeeABuy}CXR5#MNgEC%VRk<O}FKL4zAyAt*i
z!=)Z;bJC`~C{RL>t+spQnv;-IMj8&5B}FMmh^=5E2Bjd^!a<=hM9KjOA%t7o7wK)9
ztuG%nAj;!Mo_Px)FS_w$$4_Pp;d_xB?#L8aQ)+o%Ck%-rXxhTi*^DL@6rGb-R?-A5
zfjU<LD{WHQJ{Iw9m`Pm7O{4i00~mChk>_v*rEQtAC|N!lLTicWwy<pYwR$@0v`!*b
zMjthDC8=be4BuFtBe-(iHm4Z8eV>NE`;H!4&9dM?FNEga%TTaT2l^*r1WaLL_I{B=
z{YzpdN`T8D-~84Fjbs%m*KM-Rtg<gbKW$EX*ai(2WeFiNNZuCe3^Cub)zd5X*;YJf
zi{hR)0Dobks+nyWRX4XkC9j6NWP@5;?Z3dp`B0e|_V*bVFViCFQjJ_j8!Nx%>;-tA
z9P6j8#nNsEU(%>7r3KXsgox{5r((VzMN2-@2JeKc*V-TT#km$XmSakeysa1cnySk1
zkKv9LvS?g6W_uM|bu)EX0>g>rf*=8XDmJThM@<v?>WLTYlh4`Tl>|I{z8+cn^z-c)
z`7O&6pXt#z8(gZ<dO$^(uK4P|%j+tEW-HSYqh^(TyYi1up1O6mM%2!qYKY@@6}?$S
zhK^NFw#9mrAM9LnV^KOUG42#EKlNznm(@&9RM1cS&41$Zm*3yNxS<pL|NjJZE@b6@
z8Ve<dE0{ljC7BfVoKG+3z2<ap*i-LC(!C^-2zf5CvuqqY*+ZMhDZ0qq;UUM{yTrEI
zF4vLQqGxZeG;akL(L|)LpX`~nEf8Y!be<<GD=a0s_V<FUNnmq~P{7vb;?f!>va8Df
z04{)+((>>IOLpMQXjkGrev{GlJL494iO+>;`%)RBweM~j1sk1RDT&W@g2<g#F=A2H
zZLOVT*+^t-d<%z5K|d&`O^7Ufpt<}Ylr<G91I~At0jgQC&M0w2U0!~jY$H`-(rNGQ
zY56H3^I=OdxvXKx;WW<#51z%sFm_-p)IuFb;ATDIbe6`#V><0Oo4v`g1%9vvN7{O4
zv$bT-`4%R%fV#0VO|2SDrAEhu@HmXzCiB0j6IEp0fMisFS@x`)UDU<q_t85tte7pX
znxMZlMZ4PjgX=5OpsDX>{{#3yStsOW@;gjE80@N-4Ydr3R7EWraMQBDUT|%EXF|TF
z(Xy+BvLxEYv<x0T3-xcIiVe3eJHZ`R7q$AyKWhHC&gDMDH&Uva7TeTArKnY5Rb$z$
zXu@sn2G^X{N=#dCx|*3CWp9KwYz5Uaa$9pAl$v-)NnCX}lDHqqR2gouyYp&U`g6T*
z%vOYc;sZUHo!ngYJI`o2=w4c2-6`79gceuldaokPt9fZ>8>B92uLaKTj}vbz&#ER~
zRa42RQaHXPVJ)h5v#&znU^lbqmnX^P{O9%xNx~gX$@kc>ay&(Bt&xI}uyhGBKeg?=
zO3x6<LbTmnYk{FWqfqJuI1y<TFrK%zc9Z9%fhSA+)pCb__G{a`TW?r%`Tpd6za67!
zn>l&e>UDk6Q%<oJ@lFhg0N2z8Z)e|TFFTnX9`Nj-GOxOX`PyT{Pze_>8yWcCe<i<4
zvT9_zJTP$Q76w1h3G$-W^JJj&`d}-=OzwTL{b3EhyJbghC7`n>LqVNQTa`3HZ}U<P
z*4a2?`tbzvpV`}qjm3ObH<IPedU#h-nZmKqrbry0K?`Zx+dey*7Z<BjQg*RB0S%=`
zr3l}6lk;oJ>h2R*g9tGWcDhA^$)IU+8<H*lk&B=&^~Hc5oG7tuFr5(Qc=53dHBRUq
z)sUOEK^Dq{U-LXt?gg@D&ih0su@DqMFitL*rJaDu<J#uF7K_e)+x)r7^TV`Dk>fXa
zR>i0Dnu8-9zbvhy+lOkW#W@dG7Ytx+zfk=vQCaTo)L-8q=p$eMDd0%ghzn6K3sW0G
ze5dm-bM~a7b=f`ku%1TeUFiA5&@Fn397bLQczDISvrx#Q@!ZeylI=|T4ls|#$mcGH
z=ua%NUKtC}QW_e0S*emV&GDI|i}9PQ{GE9I#pDMaW5){ND~;boc957NnS|_Jc&N9Y
zrRU6LM#+bAQkKg^?`6OE!z}@{z3qXlG-_KmM9^!)hUkWxqP!xQ_mY9KwP;yeYqeHN
zvBNWoq}KP>UKEkh8iQ>&3hh5{@&ivdo_!q&0Q`sw5;O-5eh(O5KQ^h9n3P@6bG&o=
z=ks*8WskO2F#_Yt9~K={2Kv8aq%=;g4Fv_x=6|kU|7HKCUwnIT12XR!WkdjKax)_u
zN|=kVAotlTF@X@r7pf|ed&!D`US_|7|D-(pTJ<Ak4kXU!dPFNoh_!oiV%u`SSLQRW
zTJ=#-B6pJUPaIobl?d>A&W%8F%5JzWio=<!=s~W12oXqCw8PkJ3Mf@pHtoLa@~?6)
zc46*}y1d)qyxooQ@&A%5dmY|J373W^2S*F}Re$J@zAKQ|O8@FkIle`rzse^iX_yy%
z`$kvi_WwBtDI?c)<9ZtK#bg*kapB|^Y3-0fLCpf_t<Gr@CP^HhJzy!^MGlrA`AL8#
zo@ViyCy=gjPKw{$?ex_r-hMB1H3oy0ysD*F#_akJbYo%28G&?iXSguSV1i8YyUFK5
zXungLWEcxkbHJ%o4Rlhl@9ckohbr5m2D3m{XXWuG(Pf8U+uj@`HmggTwx-t<tno-(
zLmRRPmoh00SELp_FX$~}T0F+H5&BqPbAX=bM1hi^P?6nYP%)E@g4o%W_&4Lff9XC=
z{4E5Pb7JJ#3U^jV_$cPyl<mI7=l^jR(-t$Aw!;el(>yeo0mm&;blgrPFd%vy17vbt
zfS|#qf*FFky@HSJYT9d<_Zh7I=-IqJyb~;g<?B@F8_dmU03$+(Y*FcmVlifRm5uQ?
z#(VmDfq<XPex;uu>_-OzzuQa#j9%lGAvKWq7-dedKo1>t-8$6UByOyar3AUcVE92F
zDHLQ<-8L4NPcNq;Xx4tje{=u(N(d@SZ4X$5u0JdiOSdTsf<OHraiRC`(Ajo!9J3$5
zO8gBabcki@VC$IA!cM0Bv`@0sVIM)Ty#}MVk)(FYUlIwIYo6~BbjnP=2uV7ZsZ{n@
zij*Nf9oqD#ITn?dQ#86irn-sr^`x5|G+KX&{$lb`(KI6&B81#1BBX0H_S8H3vl5hp
z(lc-~PRJ(H`*dK+Y7Qv?^~~+`T;r!jI_cWyetC(wVbs_`wEx1l3Z?<ejH$MAH-hGr
zC<z8;=!9_uwG1$H=&H&=yh_AvkMA*;j8yk4tC_B|tTc)Pb);_kM2%%JUxl5A`Y(Om
ziX9n1(9dN<F47Y+s4a78S`@}J)-SrvIuYDR-g9<GFbIIiHb5$~Wl1FxCpxbQy)UFH
z4wNp@y0dP#!d2oYj7=%7eEs1%^yD%VKtc4(mNg-;6|bS8-Y82%*x6ldl<ji(AK=@>
zH~Qbygc<V?%+Ql6Vy&pi$n-;<4NDm~y)0RTAkV7(ySsm!NqIo1e?|t(>Lj`L5q$$N
zx;b*LM8&qiEb8XSOz!FA@0His$gO>^yler#7{MM?jN!F}8aL7vJUu*~w=vS9Ro5OV
zL@5~LY@^t+(0zAtABZ~z+Vi#+=4b15wf&z5{vsI#hS;+Zd*b0+d{x2;_HynrT>v!)
zmoW^~P*y;edV0`b(qZ#O$hhpWKT4s6*z6iw;9!YUxWuY)^;^u3#65HAKX0F!T&9k)
zr);go*l&3&wp08gI&(fRemjD>VEgGs^PM3-B0;thMr6+}t-*e2C}wOp(&tTcMclA!
zCpTrCXzxJ!GTK_+XBse$Mzk(mZ5eWf^+VRM%2abajHZCt2w~H|sAz5}s1#p%y3DL!
zr%rKmb?#bhZX*(+p=w$#=3mS*`Z(2gFrn_S2?eO02;0P`2wsZ9O3Yq5Qf2;TuY*Ll
z(l28b?F|zbU47ayM|c0$Gph@8f8OyMF$54i)PG+e#v1$*h|4hw_u{@Y*edJlV2s-Q
z67E9y3YNZl>vt|4!I5j_-bhX0YNN<CZfhld+SPj$!J*ntQLJ`89fy?u;)J7x5d5>Q
zZ0gZ}PS1uRI@3xoRkoJq8X^Kd^Q`4Q(_R1lCei93DO+Fv&UH9O(lEeN#B18|)tixC
zh1%epW;jfe8{+BN=b-M~3@H~OkhtR+R21UvPPow%*HFo}k^#*2*uVM2d49}8W1ljO
zf<|(ctLYvrMcD%0#P!V`_AHD2QpTS<iMyPW4jX4#hzsmWzXtAK_{8~0k^OgW_O8lb
zv-Qms_#lm83RgpmK<0aKCK)YAWCN11r^^5)TRoZ<M<qlw6P?yV!_`euxUL_)Z=aG0
zBsB<15^@5=;qfdb4FF}!eFd=|JH0DkY0vyVSaf0(|I_h<<8KQ@Io(LydjHd8?&+)H
z48`(Vt65%?0jJ}JoKXnQbTf?01rt`A<wNu=0RBfhyv*<HpvIbmWy>IIJ$7yDv`z+h
z)~aM<NjMUdEglu-8^@ExbFu0f#%&qtr4~Jz5FX9>tW+$`C_9C<gtN%6#!~JLyWIm|
zQSkA3GcUVpXm@oHFopT{8$(hkE`{3nYA#F}rZ5m!b!KbJd1)B0-;Db9%|2B{_9m&3
ziYKZ6g&~J3T&}DaUsmhg3ZtDHc~Nf#bu2TeE1s9tV1O!>y~C0sMB{`=&J~dZpEw(x
z8pB0>vIF5AhjgL7?$f-sy2{CZ0WWkIoh9}YC!ajS5CMZNsD8CGzC`lGl((rHc1l)i
znYNU_iVJb>2vy-OZ!!4YhJd7w*^19IOhjO$!+r*-y{$cl+D5v|C@KTZ5C?^W0;NH0
zCIof74?v#TfoX~<sT)wlSu7}fi`6&2vTuOj*RkgGFT|**z>%=+Qg|TN-QXtO8c^>v
zFCibN%pHPAI!pROu*o1^Am}vUNQ3kkYJ@|KlH@hJj``j&3&Wq!(AIlTT}f1f&#Kg<
zG{gp`sMXX?o@~M_<Ecs_;A-9MhE(OxERCNo*%av|{(Rygr1&D~huwr=&05qw$>Xo=
z_d@Qe(S+YfPiESJ<Cx!Hdf1lw-oj8>L0bS;u|w9GgNQUh)v;7HA-6K+AniP<BW40E
z>%ENy;wb{uhwCp>E1~CzRiL^b16hYxtW*ig0yHd;tJ;xsq6U3@!lW2E3|z_M`IA3V
zkE^`DelQvHLhz=P|Fo$Kvb=O#R2+<sQ|j>Q#Zgo`gNW(rnpRvYNswgId~JA;kqen%
z3iE`Cl?}RD$cxQ4ZE)wMXUL1Dfw<XkH-D7!;^DmTD0@bDPv7KIT)-qWS8&jX{nm$_
z!B70MW*a0nZUhqMCW0q{Sv3S4GME|ZZdM7Q($aTm%?BpBd0PQC-=p&iBz^A~49AXq
z^q*3mmf+Jc=)=pFk-8JOiz7-PIkpo|nPN%y$RhGAW#P20$`c3>qk&%8!Ab!Wup%fJ
z4a5IroS{m_-814fyaOdMqhB+*_Ea{k6fO6=WzsL74R$Tsbv<cqAtVcm7M$d}#tn)z
zi91Y06d4qy;>2o6akk!$9M9~q2EzhY+tI3|w{XrIo>!q~%VKseYF0ot=6xho{}<nw
z!2LKciBvnK#Hprzf11szY9{=%hYu&K<JLHQ-*_Y~Z8DdiAHn`ArBSQ1c&9(T*up-#
zssEWJyVF$wFxQH?5LNs@@uOV4T*`>A*jrBDkL&u`rP<T3z|1yx29y2rTW^aGedOp}
z3;O*FO9QZ<0{8`04%TeGtNIHAUo0du{lLHG>f2Pk&b20-o9D>EdHd%jzDE~{Mi=@o
zN&CIo^5eMzFzQb6?{^U3R9*dPv=>z+S=KM3nSd=Skxqhlzf<Q%nu?tiRhT9_GXZB<
zbGZy4Xq@O1E_V;K6r_C9l3B=9eB0>ZW7gQ=ZsE8)6CkzD&Ccn2mvSLCUNe^rYDdm-
z0neQUgrvrZ19?^-v51L{6lpmGA8U-l$d@ozj<al>+D^0mo~Ky<c1X~M+Nr7TS<d1b
zm~%`K9Z64}7Lb@%j-;&$M>0Bz+v~q35=aybvjSn&<E@ytGvb7@MaZi;b_ggh>249a
zk@qC?OnFLR1qdlbrmKF{Va=@yk;Oa5w|zmH(?<1=-DQquVad@95CpHL04x;_5gIF8
zmv3&Hf~kX%R1|?Rq&SzLVA<eGV^j%L`7(4!Uy3>SVnF0kVPteoNl>!D{-@2j#A>&X
zZE#y<*(b>FI_r-*7j%9%d{IkWsvr-5XTeJk8`}EY@BYMz8Vr1Z6^g;b(N6Sb1NuX6
zyk{G7Dd)tr0uzqxeohKH>C<#CNvDzqyfMn>MkwK}hwnV|sk$9Pfs>P~EPsUW8&$Gv
zn0R|alg%qt%yVC#yInjLGj;M|mFM<;#m9vrmExaXH`+Q-py!~t^pTZFUeavW2nP;X
zRP?aQ3@DU5XdirL3a+zmZ(fXrjla71IQuMM{XtU^C8ATKud~(u27#*i)>7A@qAq@`
z)*ydu7D@jJ`~Wx&>3wsWBK|<k=wtEL_-lT=*NoABc-n^bbfHY3vFj_^k$NQR5`MX*
zG8H%KkrU$E1i`(F1}y7UV4PfTY$SN=rI#^V7U<xQ-_Elr$ugOR^d{f#baHpGdx|V?
zJPF~3@!)<8lV`<c?9?%KK*3_5pv1^$`rlj+D#VfCH44XOq(3D#R-N>ScyhEoeAL?J
z&V*-;Gfy&rNo~WZA_IkDN6)7p?|nM&cenhc+C$JEP<($R|9jlI)l;UEElXLI-*aRz
zhO5>75Oi3LghRH&<XYQFmaHNbzOL8Q)%DdpV}qEL;T?A3JJKV6BNu$SS{amHbQqfo
zkpi#aZ@Bw&g1qL8Z4&xbYOC&{j_GAn#y6h7;Syd0V85hpJIPx(q?c2mJH}<C8vUqW
z_0d6D49wrorFVF&!ZrRJXf_9&%nNyU#iOgWr4@`60*ilJG^aS27CKXhvm_%*hmG1D
z-^IrovK7N}7RP4U?0KC#C%d!O?$!)b;Ns=0$`K%W)BaVICWG9e`%5!A{HFf*h|58h
zxn5Cr#>^jIeg|d)c_MBE{Nvm(HrBBz9#lFQ2vGSgEXY}#6&~<B8dH4z<`6pvr_IF7
z1D2J5>ug^oE=I8xnT&Qsr?7~x@II}%Z0zlP>FQLTM@q!A7Y-{EFBL=dll5zxjK@L(
zRMX9G@8cZ<6VILQ4wUA;j+P3%7y8%c`>mN26~6sD1itK!FrUgMO1K>MI7y}cT<5Us
zF#nIF?e$EdCxYCuR)A=nla@YgueECjC23=F;Ml$5*6!=L1F=jf$*||byvtmNLrT;9
zLelPBxb@61^+xnc_1eU1!T7OrzR^OEHApHAS@f|WL%{~562K&2_2G-^BNOTC0nND3
z`F9b8s3kD6qKbIBI=6kueU(+;*#X47BQGF!m52-yDzOm?dKgW8*I(^K_|}N}A0YNN
zrYfAbs=R@V=xRwst`Aip5lyb4y>1(cUB?NZ1Y5q0`4fZNi1X!`l+eY+FyC7(n#z<V
zIh99tL^Xsjy0+Ci10!>#tHt)(Hky|^E#YDB6m0uF#4DtN{3U>1>2=iEMz4pZ^mW^?
zpIt1&|NHg!wP97&@bEOtqN|~(BWrrx*iNCEf}&7SD?{C5TT=WB&ji@F-pTd6t+ML#
zK|Auca)j)Yga;>|q;gHW)SWLG(0FY<T0P(B{A+c~a!1-ZH7&*o351rA`F)9KwlJJP
z7cLFsGH1GLtB%@4o_6Ykqcxln{c1@n@1Z*|cZcU;o-&snAFd}Y7BR!**`hmG<g-}<
zl-@wa#Py6)Ra2oOe_!(}s@$<G_@l^o2Q7H>i~dZsMo~p=G*>jJCBCW$LY9`ZP=DCk
z$@L_k<kK7^GMug<vLC?!xpTbvsU6KsNvZbDiCLML9t#m09UG`A)!ATNN}6<Maa(6|
zD`>F_xloHN-J!s2F=JLCXwm7=e~Eq^kwypE<6<Lk?+H)hU!NbRMc8By%2~2Cy;E$W
zFVR6o{iIop^R_%=P)*$s*(s<WdE&6jzo<c)Qr#2PdV(k)mau<`X(_p{46k<~akIH>
zXRa~v3g7!mSnT8kZv#3Ro$Z9ugQ)Z?#20KE+ELn45izuNCvHFAn0o#2+Of>%eXl<y
zlSRq~eHgOech|VEYI4K)5jkWz!9P^P2%sm{5%t{G{&0Rr3!vIDc>a2e%V`_wkW0S)
zeR5Zs4Rf&qXJIsuWgsTz5`1hli?fdM=*7G9Pq!@fjg*oNwlR+BCReSP9MiQausjIt
zBmoIkoU$x&0hF@qo9NR5CfB%B?ly1VPS?wZPj#(Hovw~Pl;@P1;s19_Op!C~a2*Ty
zy}_FQcCgS`@k(y)%N41gw~K<N?ms9|>i-|0PE&!i9wo{QpRCOPodQhN&d#lwW-TmN
zG5Srj%kND5Ck?qA9L%-HIvt&=aoH^LnW{b}ulA=M;0>SR2A9Rcjfnq-_%0mZ8gUTy
z42&Mi4ZfiT5dX#Xh)L1u?H`e8@*0rM1mB-dntCXdju-8OsR-flT+aGT^054eoV6Ka
zj$2<ntvhc#)g7eVhpk4BDmf#iu^4X1e4~REqy$o8C7;R(j0(8H&)1s8>-k{6USrx!
z;KE~{>3=%0|15>2JS=}Wgyf^3>)YMAawdaDw4c1``|pP;KJlCFXe}ND7hBsCx6yUY
zK2r9Euk~FWFzWS`isP2He?M?#DCA&EuGWZHMsFqmg>63YE(>)r(%Bs(!mraun51Ue
z!R8;96k)1}T5McMX*(DD>mWNM!$BUggKTt1!R**u;#o6UC356buV1$+SRR;#u8#Ht
zQZFxK<>duF<^}hPOWG2eEL9vL?v75{IEDnWqz1n@m$Lp<>ar!P7d-osx$d{}a)QaX
zJ8H28<%p|DEZAl0u#;P8(5}@3$X^pDRQ1;E%J#w;t*Vi)fBDa?^>#tToaetM=~}gI
z38tz<Qm$;Ny8mp|vi<$&LstbYg>s`}>VLOSo04@4J0#fkrCwH!zCQOek14U(sBTH@
zfvhIrynM})q1-2)q;k+ZC|Io(CUR!xZ`~r0v$#ltd@j5i(FVtHIw0-e7}4fe+wCJ`
zv!q~Dp^s4Iiw)3kQ3^JbscbXZ<_e-^a70xss<WchaVG~m@CtU$q*uZd`-ChoAjI0q
zrEDFWHf0TSM!YvWGU&(>$`B`?gsouIq4I;Hm-ce#y_)#`fof+aIR3Rq%_Pfi?%#DY
z_~y>D3nh-X^aE7hjsFjzwi5Vi`h{Th{ERk-jQgyZgbO^b|JQ^9u)^!wi}^v0u15Pb
za2OI9z;pM3lXb>?Ps3MYy%QOfnmT{Q-S=v}%TjW6!VS~G=9tls$>x8Ieq6TP6aNTS
zF{4ESvz=4fb;XrJjr7vJL5H}<+mvo{r5+)9vu?O_{z}K{kCB%`B~9r@>1v$}?oUBc
z)m&KI;gRE#^P-tG^3;hkIBII}uPvd)-O1Ha7y??g78Tj?)b2@F9;k}Ob~4^CO#apg
zGD04kG0|gxbb&+vVNH626YmOs{CQ7CL71-lBbdR^cv<7&kX@{ze^(?wU1DrJ|8#O)
z7t{+aP_P*Jer}CtTwlruy9dw%t_NJ#^<#UXW&642B`_)-#Ur1}4+RLcr*d8bF+L&r
z1wrSHHvL1Y4PzDh)x9Ip&5&6Nv{TPeEN4_ySGGB851Zagv<x6L(27>`(+6LHBhld3
zTgO1Ge=%U<(b&!0^z0F*k4l%mM(8DdE|o^u%@ptLyifpa$?8)#tvb=p$X&;r4Qf&A
z`~o!;QAEy0Ryx^+SzJlAQE<v!Mb7YvDD=6-l!u?OxI?}$uDo!1o9*PbYGOkD9tVYS
zm8|I5iTTkZg@l_fEFpw8o)x)wLRrG4U)u<N<hjMd&O5$g7x#i%fsVF|26J2I6B|Pj
z&z_~Qfd#Lz=%<9&gqhhEK3hw^tMgP&PR?DeB(<n114w{6!%FbaQdnnEBFq`z8~pAo
zO$%`JozmtLeIHf+_vpefHZBxaMGYk$WqNBIRee@->(5-*R&xo{1P%8m`L$k+EgKZc
z0?M0a%7kshZ;Xbkdx|Dx=A#8RQ_DMXbaYJ4U)-w3k_)M7_Qn+$6R{}?Skej>z%i5`
zrcz1kV>1_TTEyI)xQ7Za2?&P&=c#{b$^2O9{*0Je?R2kzgQuYI2O&r3oD>2k6W1bo
z6}C)tb%ESHa>N-RGEDk<#9GkY(T|pXp;<dPtD{YMS-clr=os2X0{WeTGA+zBOTr2%
zcRQi5vF8=^5EJGN_PlQwR@FEqkm;qSdx7P>n669jsZ9FZhVko^-n#$JSNm{aF6|%g
z7U*9hhLwD=cXds$<t7QyYeh{vm2%WW<;x`_@@HGU;;vy}LNspf)CmvXVQ2dv!}bn?
zt$i7z2v(gpwJl>i5$)7K;uB||t*REOLw7_&|2AD(yJz)UJ@f$ave2=^qI*C5)bvl_
z`JO9x#^vqgIr~~1>L-5}aE(1**<?5RAYPd!)6YM8qnh8|^zvh(g2GsuZ-)!AXL~!5
zs*RlA&e(cZK750QrhdWqoS-&a8Xv<$PTuve@Va0a*rZg1DAMEZqpzsdAHx-HhLSli
z1bQk29eeejYYe_Rccka-YX9~@v`pd8@a-h6`R{oF0<B`@^BJ8HYRbHgY~je(FEF7Z
z6jYZ<{`Cr1TE)MwapODrql6{rK?*cJ&^hub)EbO!Euk+HC1YbjZJDxAu!6$~C5^<#
z9Q^S5)}?pKqrqck8hWd|##V?<3w$p{)L_PmV10a(YAw3hQHCociS}X8IB@-uj-%;L
zdvru+gyuCEda0?e^D-2PgMyKHj2FC~px0$Xb)WXL?^-Ya+<&H@c7-wIFNP;*>fzp@
z(V~WuX&KP?mfTB+7Aj4z82o5&NK!~;Xz%l$y^gEbXl<=uTBJcfq_!|F$ozw5@(LdF
z8PqEBtD4k775OEy`qIBwVa`Yf>o`d0X(?Jg`TWA{mLk-Q$M3k3Wtw$He{Uq$MowNp
zoB2lYZIge*-Ixzi76?X=f0eBFW)Xvls<P1B`0yRzNFcU#A1QQ$xeP>TP|l=}tpbd*
zq^X>zOA}1=-rh>+Z6-H2%zqPbc4Q_UT3n#x+sfX$4xp)V?CNnw-snlHX3moJx3k=T
z&6Y-nL;5$2g$FBZ?DUhyg_L3@jQg!D(rp`Rq;_@11a<flV*S6TVIF*pFxZ^GjDG65
z*k=er7qt4KQAPJjr1(kYesa1IO@MHM?WIX#c#UWfDQwF;143$f{xbuGk|l+n?*$__
z!$4@1R+%ysqz0M+U66tBizIZD#D25LjOV7wWll!<+$k1+DF&?Jd6_rP`VnoL|Dv=m
zZcFMg+`DDz+nKL-Y{D0?p_p%CgMrw=Lsr*e<UAL|9f@yXB`K&wM9LR$snWqLNQ$A1
z#0TiO??Riii^Hycff`|%q>gBIav<AT1{6DL6ZCJ8HsQaFpWT;Vc{@0{;rHf0wV!-9
z>yH1^?@NCxIZ!b0KS1cE{!Ptum!+i$qs2q*<>x!%LchGf<+L<hd#xN($4!ot%#vYk
zCpSMtLRP~}-S(5XfcFIf{(W$ss|#+<ZJ08gud!X+7S1E~FpazjOCYT?Rs*0`cR-rd
zen$29`bysU|8{>sSIyY?4G;JpybG>yC5e0?P`DFHs%B$#zGX>at9ma|pok2$o^)A;
zVkkoacrkmvphD)w{{a7bwI^l!Dfhq5>bN{u|D2+tw9dI6l%}sgp<r{1S=a10i^au@
zscR9TTUx$dm~-KG9@&sf=U1q)Z0e3A>p;B8#<$r;=v5?9=L>`^L@4p}U^4eqvYqcU
z7OItdAknNfxCb}Zm7fQ-NC6rh>E{UaE8g)o1YU#mYG%8ch@bK&h0&2N6Mr&~PAxuO
zCUuV<1g=1H(Lpo&rOzv0TMpJO3+BJgy{?q^qj`2@g3!E3qSSd`!dKXO>xiNz%2EXm
z3S25ISTB%a7k^5k8&Z=Y&A#jlV(gJZ(9#FRfT=BxPcO=qbQTf=Y>MyDKK`&-Io205
zlTPN~K*-E3UK~H(GtnOy+F({3U)L`D<nN#8U}IIFCG7C4)>9eePX!L*QKs+J0Dx{L
zk|#(VRFDol8oHz?;vk|}5fzkelFD}KIfgZ3v{%+@H)Engu)70PKOZ8td(}}gU8oP&
ziBtY^k$ma6aR=KkB2vo0&MF5L));XrVqAsTkX{j_BeATtTI=s*cAuT=owF@GqM3v)
z2UGIZh^8{DFzf*WBKG{g?Z}>4d}VF+YbJS#T=eA6)_W`x`Tql`2kvh))k6<q5}2M9
z)*@-&wnhqfoOb8ZYus!JPWdsl!DV5-80bpv1q)I3^m2Mn;xxN^Ub*rfWm$-$uQ&Gf
zOT$o-$OIugo*>@@5p-??SJbumt678F5pc7<LS1Wzrk)~^;o(IJ*<hXy^?YldiFm+3
zX@0nWqIS-7qYXsfaZ+w{u!uAN<+@DWaWr_2yVf!bfqEmw#(Kp(<78m)E)?%qn(?FT
z?qlQBq|{*kc<~ypUYjB<rPbRCoP&zB>hSeAVudg{CoaQE1|+}83C)NTiBsQ_QJmel
z*km1Mh3RP`9YJHLSN=9|uvi&g8d*SfOq`Lcgc-rW(@8HoMa>o8N2*!9d%e;VDr}Di
z1~_l;Z;t6{hLs)eC2f=tX2q!!EuK~Jjy3L%jpR-H)1p>B1!^HJ14x?ZAW;L;M_mxn
zDUN5JeImQ^{jUsx7c&K#2q1%re~%p)+n6v7(9l)-B^{2u=<4G9E+zTuYV=1TO^nG$
z9V@96<BP1&ZdF+mi1s`~9>JARi5+BOI=MA7^ey9w<1cSMBA_n;YXK7>yobUf;aJL{
z=wp{<xf9i^E|C&C2}ydV7V;wPB&WtJ_|)ue`eT{jKiFBf?3ARgvq}|6&!yZyvC40l
zVAkRtsg6qb0T*<txuletla;7(_leioMTnlgUtY}j;7Cb49`2Uv0M)IHd7@t-jw_Y#
zbM@57#AN-0@lTD@Qi$ljP9BG6MFa(i4Vc@H02JcWWnU6q>xlnI4ik~Hw-NBR)DjSJ
z-6kETkF~r+zIE!b{pX<oR1o`IxH-DDu_S&lChwd4Vtnm0Q@r@v`F_V3#Yt~MLIOE`
zaM6XY!b@x9)l582uc^!^llUG>C>!8`y{by#J5oTr!`$tYv*iKtUZhb8njqNQ20TI8
z8yxM(+FjC{&7`dXOVuLc6dwS;+h(3ht-d(7QewuSSuyt4P??z&)f*9kiW+u?VW2Ql
z&S<dobvE1)t{!T$Ntn<aqB6-7V6YO?dAq-Z12bdC2V0tAc{gjAlsRkG(7{$_p9T2)
zBZ9V=1W?&8Uv{(dKficdsvkHR^aFV7wea<7p56O<dXRvRQdWu|vj?JYudTfqzsiZL
z6yGmc2%i+bzpuk;lQO;=DD(X?m)Tlr-`t;B<Tul)NV}E>(zYj`tI;Ou^s$!CigHB%
z85Bdn-}`MyEK#J(bG2T<o>OdT_gL62X~j`+--zDWumov{*i%SGRk}zl$w|SUh;2pC
z$Ym!PTvrSEWjXiK{kJ0J9b)Sbx`xIs`#EX@MHSBlepA^`w3H<W=AEp5NeH4EALskJ
z$Ab}sgh~;bw^DL{Lzc9tT~~X$#r9xJnnp#HeO}giFdQPjGt7N!6wT*Dsdj2Wt5L<>
z+nD<dJY6QVO(`H}_gzn>WX~x6N;|q$CuQ~fz$bpmuU!#N=Yy{j+v3krdXB8$fTb|y
zOPlS+MVa&5vs>4hF6jEdaP4Gqjm~f#f*+$VuiNVPiM}zuoasiVrYuz~Wx<$By89Xl
z=_g^VGv@Grm@SUfK$pA401#IQoEKy8spllDgoZg>B1s&2#&bru<nUZ4^}m8zLM+ES
zr%VZ&i<;rc99&<SDCi3D|D>S6wbI3Sm7u5refpoLZGw;f5f`@W;ybM?)jl=QPI?ne
zM?DvjwQA8VHF0RHVjZ@@2QqdDss&pI6Z+W7A4+t7!5VJ);+vKXL#ohj(u_^pVT<Xi
zR{7d#Euiz>*Gsp2TMRFjr$zR-I@24s4CMn7r+?%M7XSIoHM-{qh1|O^aKm!^fkhrb
zWj_Ki;B!%vo_6g|RKWiLSv|(PS2n~3h<a7G&QoaD3>Aruyo;z#`*S^HPeaqPYjMc)
zSPgtPMY|_Q;TIyu%^KTCJ?Jq+hkQGFe}P^ORu^`Ax|mRPxGYG{DgM?S4l=x19kO(1
zxWz)*MN}DfjysFZI)O`R#A`*$ORn|4OkPMjDo`-H*K+LC<Bb+nSlYNyF6$-&E44om
z|7uZ6QSEO6aipcMYSdI|A<~6{`y~Ravg7HbcqQ2~VkC|l+uydW850zJ37L~tW*GAI
zD1aE(&5*_2C3d#9-y$)h|Gu$15s#ciM>30Om@>NAQf6*0)?aeCz;<JUL5A`<xB>rs
zB~(=~+&7W75WV-=qZ+biRycJA=Ucx!EmvqV+TPUJkc3*KmZ4nLbiP=4^0|!Mw*aeS
zJ}Y2Sx$TgwY68a97zU;L7uU<RKgZ+K5@1KaB{e@XT@+-8y{_Df0!!FC%J<_{>hPws
zOjww0H7pg%r2uBh-S3*G0##kU?5f}itjZ@MPn%JoDUN%gk02YNOC<xyJ_VFDUgs5q
z)~2nneQwi>Rm$?kQr*GI__%JR@u!!g8|MO9US2RmGdAxpu$nhke<1sF=3E@qp{J{5
zu^nOO40`$m&;|t*6sWfuFVq&-8LomzZ#hDLq2+X!VbGbSB+#_TYV6C0!3Coj`+Nhj
z(49HOm(I~ZqlI`3%=;Fe0hl9jF2hm=9vznsSrodS?kgodzT<O{7?koqz$dQB>b6>A
zL=#|f0YzzEbYb}NHm-VRXTxNWNyg`_&Z-tc8O$!+M!;32=#>=l?}73!j`fw&74g-V
z=dY`<dU=HyR~Lo&PeSt^q$#n!E=~M8D2yG<tN9S4q~Bd)F;o5eg@f?OuKv@}nHR@`
z*teXW6?*St_qJzM&3=CnIF~;n(cS;2fcZM`h1r^vC$l*x`=nYOsI=zA^z^1b?SLil
zIg`Bth?R6rUKL*^DlEY6KzsK2qp-BXtM`=Tqb(bl<4wSoB0jr|(=sWas<|HIa{hvM
z3D|Z6(JR?iw}iNSt-X2dBRI-&CUs3|RFC=*MsbCRGiam$866kbCE`0zqG)Od!|us2
zF&fZ8VII(oi>r&-t?i-Ue<i*RJomMfSw*5UPIot-Y7c96j>!4<pK|`!0DZ|ils%}&
zH7O|8Yxh8f{rTiR1N@fJ*cQb&=HQ*nZad#BIsbB3AA;6WOI3f&IP;)ha)Juiz0X?h
z3EjUSGS)UaG%_nIsU=mwO2!S83e|z(V61myseF;0PsN6B<aE~cQhP97*1V{bxOC)j
zzua}x=lO=nmbD~pqh6D@_zH{5)C#1jNLkbp-l!YyL2|j?s6jeM`u$LZ&6MJinIM#1
zSk{UtNvP&lbi4@7el)ZT+|BOw{LuaBCQajdgqdZf0K6+y5Ktg+XUKPR+UJeCZhZ?i
zwp^kGyUSG7r*LI2@&a+W|IBIT#J}iyCz;&OGdCDqMYtB*@jM&r%1cFeIipjP*s64%
ztJKxF=sQx{uPuvgZg;d3Y?Y2wf9Jp$^)P!vQBIuMwn3_{W%h`J&jS0MyO6)#N(zct
zW-iueSbej++|P3}#&v>MLXa1-HZ&Up&g}AXNV$dO3|3+XI0!Y!$hx(;4d-5b@|yJC
zSp@9u0;Xf^EPdC(0xovL4gE{)dKrZOGdyK6F=(t@G0k7xTZr4vPzx0<rmIgypfxX4
zg4RBJ<sJiB{GuW!=jp2m&v4IhCwEv8s*KCwJQ9ZDE^$@7B~NpCrj#hByJxPD%9K6M
zZd9Telqekjk>_KL&15!kYERy)NIPCt(dnk|RT%kU*-?9Em<zUZgCIhzziQ>!0-xan
zbUi5MM)hpMkkpo(gc2mpGulec1Hf!Q)`Kgt0!Na7HJSiRYXt^B{F!6r>f<p1{ax`P
z)-$v5r&Na`6P5QLef)eJLyU7H?lvr<K{!yFt0RXPxy=2z>K?T1R>CrG_wX(Hds1k>
zlzT@%s9XlUdYB`{uT_Z+o>7Yux5lOmpnA@=HkOi)t#rxu{=lMC=6^nd7GvgNdx8_$
zuXpuy9LbuxQLHruEV(l}0nn-Y96RBBf6{c(ZnPX}SW#~giV>g3+x0RoskZfjHtNyb
z+>yep5k~nxE&m??;6NY0w8%FG^B@w7;{4mYi`vh4l;HWcWXZ862r^(u1o$I|nBHUy
z0ptEVZQ`7&#=y<KqECDO0P&#5cQZGElj7FyFSVlk5M=>>S1tk14rcu#XK+LvyOEuy
z!x$JK5CPx^=^%K;?|l0Z35ntp=D?XIEjvsIzStP;F`1bL-L7*YCgus7pK*I2E^^`7
zanK%zj8!J)2-ul`Nxx%oN8@|R;S)VkZxIJLKaB6Ou*77WfpSh}a0s7x7M|Pjnq!xB
znuM*xLiH;xw1?fOu20;VO*)s-A4#e7ON|0YQkV{?T)`kp9;~&ujyJam!<7u3rhj(u
z1e_{wYmXrC(zPI^Nl{9H3QCelT1df4g~0|0P{D#Ajy6^3x-}4dY8=Z(>&*H~MLvwn
z+L|hxR288Wu*EYEpamrQp-Ji~Hw2WQt+{%J2A|8~t>&sjjMnRQPCgxD9*tI;Pw7%C
zFjSXGfR#vs4Q^m~<nYrjH}3X(;~Px&uUx;oQ=+F+bfqLS_hYF#5`oe^G%dP?r72I!
zLIeO13_@diV@q<ewkr9PMCH9AjpaD<^(8#+iCIvV+fY?CHl0CU-k8&+*jQxg3_27-
z65wS8v}yGm)2u%Tr>PoUGF)}m>9m9mHI`KBdK8w`PEz=7U_otfEjSPX<6m2fab-(d
z*0mC)tz}DEiIPcDrA0<$lO&Q!l6YIMvroKf?GS5s9FGyLy>16Lj+f|sDWzQ!ov!Bn
zL>5|IYA6}g+i4XL;dzv<wYo<`NnfCZEx%DtBiCPBY7L~vQ`C8WkUDuyod7cW+VqjB
z(&|+j<r}C#byW=3YAh#BZM3MRvlVJ_=bLe9rfru{gUw04ad|uTG9p32lLBpf6=T>y
zh_TMXKoe+-;NJEVW?(uy`+R4dM(^Q%P2b}<+ulbwYpuAjy+>AM`i1(G+Iz{ZYt}=4
zvyOhQ)0X3HhT2JSP6}kBr3xi-g>kF8)66)gpJ~QjOm#N$7SoB5AQUMfLQ@0+0fG&O
z6hVn6>9Gdn3mGQ(wjvDilxJMkSyxxzo_Re5ze=yBx}2d!B}r91Y9C=pUqX74q$m`E
zl}bq*NO<;l^zDpqRy<%{#NzRJCjS5|+s%pIY;p_^@&OYAB-oF_c+Ia{Zl|a3x;Bka
zzf~?N`g&DqE|d<iwvyJ4^%kC#tQ3$<3e<wqN(us>4_U2xO+`y^)pngor-GhRU1w5p
zmZXIi8F3nDd2NLxArDoy7E(f<9bHL7)$8lREF^ibk2u`lx4am%#{|c7Hj4}26Zzsq
zgEk{BH0?F!+f_cfPTPxcAyoQ>C1oR`N`P=VOxB@C>7&z6s9mXOr`2esD*@Fs{{XrD
zQN_H9R+`ky4W;)Lq}9^uWVE)H=x`#5=bZrzp>Di|AuiITEBn$JQWgRch$L7OAP+Z^
z4dPM^?G`a|0pSyvwWO0DTfn$5Z);$IYLyIBQZLh~r+tSyLW6Iz<4fr?3JG-}^xNf7
z79fCNaYwoO%t5uciNT4)i4nucj~?j0GU?ybA=?rp+;1N6B69{NWSkLj0FlABm^rov
z`M1^t5j%)T8J|B{0&ios!g2eyb7OD}O}lM*+VE|eBOD>)y}M6N=$zkd_%i}67yu-g
zJ;5Ns;3o1Sdt3u!?f6_9$b)))Q)vXm&GVbi(Y`^*>~CdX69AdKhyvm>Hps;AhhARh
zeogL)$r~9tCTu&+z@MapeYgYxkO95-fJlO1$(fV4x#BWRZg%;zKTg0LZ37$=xQH0E
zjlU}c2ID3Hju7{2e5^kQZ)8eN0JtE`lM%d5<}V^ofH<z2hfubh>JBNSgti__btnh`
zl(t!@4mIhfNDZk4GHjflAjLcNODLvc+Lt;?iWq6fRuDR6MGd7&=^xHf`9*<?@s&C;
zr$6+ieI}g>=vyIweXUHl)`fl6kh#zmARk%ANSprvGpP?&mdLYn@9g6k!0JG8OKGK-
zE|rk97Re^<rIoaRK4Ae!C><$CNKa5RX}`QU!z{A;-dQ1Gl$wRCNP^8e5|x641rnc8
zK|~*!2?vUmE7KcOB8j@E!cdU<>&tDW*9dSg(_)!LZMHr_kgBDxsVWQV3II*LV^XK5
zRV_7Z^o*?~4x*7lo7O?}mQhf)18zKmrW#p8t5SVN(ByTbD~F7{c<Bp|Zk(H*z8WuG
z(N|8j{pzKf22vPtKYk&)*BN<TA;eHpuBFhX;YG&Ou%w72q^pZ3*`{NuZMZ7hE&$rr
zw(0u99A8?Uq)U!er4FGWB$d;x9YowIvaD>*<j&-iBuwXf6FBZMCs5mH9fjlx1Pfkf
z3CC^_0JV-syCI)HagB%d*0ZO!X=%smbU1=l_exYyRk+j4w$i;y)V7U9=3QweKANgl
z$xF2bErC-}>R{CR)TJqII<=`qOIn?kEku%~D3VE1i6oLqB$>YvLyK*FZLMfhN6NG)
zp+ZtYg#sc{V8MtmXNUq|Sepz)eJ($M;p5>39BtiuK8Gy5V_4~&%d6^|H#_T<x<;W}
zrqws7I~5dFE>k%KBjhS+Nh(Q`)P)j-Oehdf8+%_CX!(f@(fmv0Z8w?PNK0c~ph9$>
zW?{KMIIN}!W~d=5SxYW9${bJ%TKeRkea{5{0Cn2-;A$?~V<|_q_W+YOn-RvSO^0w`
zkbIoZ0XDc8yzjfKT9a8;0kNr`={HIIs<TP4?vB^x0U+((+PJvd-J@fXAN{dgkqmut
z+!654mpQzZ{5R(MDyp{>wI`MNjeo0kq$NFNw%Dm#P14smTTHkZLRw{HB-FZqY8A@$
z-d)#uZn1P4?w47m)TF2cRWPI>$R$3dJGW+`qEdQXWo{u^O1enn2-~Y^NO83(w-COh
zEea`86d<IfNhv8KVib}JXCscKq5NOwjXIz8ZnyVNanPKzx<@lKE0fdIl1mk?h1D|X
z2|k+E<L#kDuhJ_Q_&ODsC_GbipZuh_>?e|1I)f-=cZUOG-UA-cI>#*}XZ{7}<{L&u
z?qmz_<e1EMzsf+7lW5q%_s1QN^>@OaaU|(lg;&GPUBszIgIal7k1xAWKn<}?UY7px
zPSb~|y6s!2^i|S^X<rK^ty7r(9CK$apubb6jYCcJko$VJj_P$yJ#_9UrJ995Octtk
zUMXLsx~AC<l&m1DrC~6jfZ>#$DJ}<5Vl&hZ8N~_?#>auNJv2Rp#)~%-f52nku{&*<
zAdU&|HzqTkrU<uav5A|QT|nMs#iuv48J&b2MSvh1B74SQ`{GW*b|!8hZ^nq#5(gky
zn_etOY?JS~{{Yr7TtJ=w04O&yO|5)yydELjxPvA)KT+mQ#9q<F+e)2U8*M9f#|TOg
zgek=+m;otDLX@QvYyi2%fs`PeM0OaD0M5j1n-DTb1m@AX*ci<FPH=8<Am<M(a|#<<
z^*U8W15Kf~7VfAU(pyqpJq@V})YnRvQnD5jTPw0vup~+S08v`AT+kYK=KYN=di8}$
zDj8s)KcO+H(G?cma;YU%X=!XyyaT26(=kzZPX_C6Y)2elrTvkBB;Q~$;}#KPh%;<h
z5CMHwzpx_57a*A)3?Hq>8#1Z6GM%@&^?i3!stH(Wx-A}$Pt(-lLFjYu^_rvgs%;Js
z9AxOsEyRP;^F|1ybxvGiD@`9OrlCdjtS?;FtLs#jQ&NXg!bXhWE&=K=-`y%*QdXrQ
z$K9tCubO4k8;Jwg>;@0O6WGn($GPKN>JmoTftfp<jyIe499`1T*Vgr#Dk{3b*Uqy`
zPV@enRHz=Oq=j?^8xE+FKogEKspe|xbherrT^~*@A*7|sO&?BOQ7ob6!=}Eiikk4Z
zeN~r&DqCsQ2Gq9Cpuld%uU*!w(dpM}+Lcp81bQ_U)ekq)9)6`L4Y=Z)4W;+$9|-6P
z4!-M&30tcr^mv|(J+6I_zb^j!H(g@y`<vC!8dXaSP$r?Ohg&+OeFmCV-70$BA-dY8
z9xH%DETy$QROjp|8+qT8ii1hgn(I|>GwI;A+Q_HV==D14g*=xYZ7n5hqoUKuSZ%k1
z$kbHdqf*EvPKVlKTbUCXf=r3OiR^ZmkHnbo5&Oq$`@rse$pDc&9B}VF`8U27<Jvy=
zjhX)d?nR1sLk{yMr&zyJ&|9tPnk6+nK0|7Clt0WaRr-|43R_61q76RjLSA*caOF+C
zHmyfS@phj>(_a088%OIU)>j7I3u#NJ4GNliM;vpZZFE%9zfOkUaHX$REIif=B=|cB
ziP+*G9sCKw;vrMH1j(B~fG;G-JN7a%Z^8I5Y_0KsURp)<#>USy>y&+8aIG3*i;cJ!
zrBhMq&Y?{>9YULaiIyH|LDZpYC~zrdwu^;jruuK*=PKPzntD!QrDt2Dr&n8PT9-jm
z*$gI~Dr%yK(`(cXHrOsdOHj3j(3eWkl%#2sF^Rc5k$XuOFbr%B@sj4-#N@#6b0%jJ
zAQC_jY~DOiLvh**gWC~@3-Q;#IM^7|w959!-Su{;s?_g5qt#HRSq=IsTAfa&-(4{U
z)Ty4AnqgA57u2Mw^|1|0mvx;n1?sv7KI%#7ucccx`fG$LC7nuz%9<Ae5M{cB%2bsP
zl%-r?NrGo4Pk6P=U}MbVU^u*@)a&%uJz5&dic%KSgfg`u3tKJ+8B>U!hkYj!hY%K(
z1gR-fM1Xi(gL5AP?jje{*YW#|TXkf6k-krT{mkOn;E@FEZZIbJi3AOzOhow^k*ZNu
zt<$S%$Z^-)Le*QRsT4I0lJebsUv_Q3xH`3m3R058NNFi-AfYl1M>O3oq!sBp%Vj~Q
zpH(ib(9^0ArouW{Y2-UmMN;dXODy!f%AF0WT4`%TMBE5Iqug^n9xsm{dqxMSK)x>%
zk#ajkPvO|#f=%(0XpF)07Puw>v=MGEE41B1O;QDQE7av_>TOOW`cEdqsfWi?PaqIS
zQ%hLt9VCJX;>42&Y4<ZfLJjgrn}HHZ5)k}|0^eCVkUZPDC%up)*k1G7JCaXL?})LH
z*e}cpB$<nBE#l_+B1t!l*aKnjaRxWA@#I<#5Q>wCna{Vp%y;(?BOEWou`!t2C%UJ!
zUlYU$&4<=EQSX@Fu?Fx=go}6n24rMLa(s~kgd#>J4l#4INjIB;YmN69azT&zn6|{)
z@(qm42|P)bUVNzxGV9I+Da9p}EyV`V0aDbI1s;@w3YJp><dOT_AkisHg>9uSC?FE*
z6tu}8scke?`cNQ}OIU!JB>_l6u-xa&3C*tqd*(Y15If#2Vd6;{yi8bN5dzb48>C69
zOSMidZMHt-x=K>@JxkuA0+RCTUZSX_WHP4~9Te3rmk@@{I#TDZ)dIGFY^4h-Oc#T%
zbs@`$2?#?=Z6t#rIHml+C18R|5Tsu@2fpM+JK$aj1X@QGSf;6~eTrH(AF8Q+#5Bb<
zJ8OC8omuHaY_i%`<F2h%N)VMPMgU1M!u!gHtXpY@(DD+3k3qM(00Mm{DnsuyvP7wE
zx|NVf3J8R82OoLFHiw;c)G(h-l(^#78ElfTO|&UQHj@+5h#!dI2&!q^4LITGKxuxG
zn_JB`_*pRmoo)(+gpfj(hSY=`D2R>@hElX8Z_8>(Qr5$2TAL&h)6nnT!j>U33kZl(
zR7fL>P;oPlz`=ou_Uv!qDaO;E_!zz7GqC`0glA~Am$b$nYKE&+W#!be<4bP4(4kum
zsY+Tabk9N2RO5>bDGD`Vrc&D5TQxqSR^LKD76oDd0H=8uk@aq-4La&SRDIu4auLuS
z`}*Ci=v~Q%m`F<Q-=+n*2{V{B^FQzjHpkL9CIt4ACleL`lbQ2!Wa9dQlrlEqnC>wO
zLC}`wc?~)Ec;1qpQq-t@6l(g`iB{Uy^ICm#EovG%-FMU_nm3t!mC~pmNxxpPAqz^D
zr(AE-g;`bdcCy1}qKs2(RH4K)n!OsKHSIX_qvdI~&=XR%i^@>Kl7)2wsX~C%q?;3L
zZb^%RAWv%;n1h}wF;P)W>K><g+IP|OA=-Bo)2KFrmm5+Rf=M7KDL*dvjw6GZ?zhBu
z0T-unzMY4dcjoao*m{-Ku~5Ub@3eYW%gwE)P^iM&SPMyyo8|#m5pF4)i<9`^TfBbh
zu*_^G!)I@tbx*sBO7`^qYM3F=(lu%%R4J9zEUnsx-a%#MRIO?&FTUgMb*W03aa~sp
zzsWj_Xl|m9Q{~E#j*(SJ`PHZtzK{(?O+80NS|vckG^!v14iX43(D#P;j?zbDI*V#W
z*gkA8>OT0>$rCUR{{Yl3K#jYL&A)qvB!VVyXxa?e{vZf39fup5IW79;*6xF?Xqw3C
zaZOP*T-_F|wotay>#I(zQ$YzmVM%ZA4m=PPR@w>{6Rc`FUZtfxY4th^x);)=BsEt~
z;|e~R=wC;ul!b(u1xPAPk&}J|5t#UQ<q^U7Yu%h#n2R01sOKOV{{YpoAW63lKo)`s
zfM(svh#=gPYek2cNP&1e-onI!LB1qo&4yIW*m=2uVF2LVgL}?xw2Sw6<?hxeIqWa&
zZDJ<C7=dwY7?4j@g^pstO@!ykgPV@lg!dPb=3s1b5O7A<7CZq%wd@QXiJi6+Vs?{z
zLMR@r`@rYMCEF*wk=p&vV)>70;E;1^iIO|P^LrbaiSA}HK-@*941#CL-)`3L!U_Zn
zf=6MoHxOXvGDm_W5Q*c%#N-s500fB_weTWL5-*b$nc%#DZF%1^XRr`Eb~gk^6JeLC
zTtgJ>I`hjQHq$6t-Emm~4WKD&APa=1Y-Vp6fy+ADSrrvjF6q?DEf2hEN=BTHhl<kM
z;8m%o7Q)ILN?c{PQl++}B&pArgjeO_-wgB4FmvyG&zX@Ue&!7Ayptvfn~`}EE^=eZ
zC-?~*Y>Ux!nnk#cN15mfn=l*EsjBsNTuMtlWw%tFK7~Y~Zh9#d(5Dz$T~#}4Y1b$w
zqn7D|N<|K(sjKeprSV%(-2+LeQHGvj6kfBX4TW`<+<28LLW+c*D>i?JR=9{8z_y+K
zJ1|z-AWe=f0wObO<Jd<R^qOX+sC50qPOhx$c?=J_Qq(>R?oUG_(rt3<fGg8%5~To2
zQ=TqAU8yXx-7cM_QLdfkJc@>>gY`s_0WLpY<yw@K5!BcsP`{ZZLQfQHb-i0qF8%XR
zsd+D~IO`?FBAshVkfBQ7MLdF~AC<8Lk|dMD-28LDv!5t<)9&mMmur{xY9~kDD|GD@
z#j@g(s=a2Bhl_rbZj=@&Y96ZzeYXM|E-;p#T2|0foNd%5@sY}ONDb;0uIq=X3I711
zw6)PR(okP*<$d<8-8!nEEwID1!OCQ*#VtmlGFekKIz*4GC|@G|?f?@aErJ0jgUzkg
z-@IccI|C91L~yqckGOiF+BCTEdwo&4QffS-Nl#E$q1V<{r2hbdn)=}7D!xj@^}5|5
zp$&kiC|zxZHCjDdXT4|YSgRED@pqWDT36p*ky)lup~O?VPJ=?$oTi+4ZN8RSb^1zO
zP`^a@2<v6X6HekLjrCI&+*Y4HF9L6HGHu#V<9M)@Bobts-XK5&22F%p_lU^%IqA~g
z%==>W*4`h-vNARG+MR3NTBTimTj^4iRb5e0Q0i3a^%kOP98&t6QoU6f`P8nnB!X;u
zgky6Nc+Kn%@dqN;8%-5Yw%KhjI2lsV>X{^#R<`biILYg2!Xg1$Oe7TF<{V$rioI`A
zYL1spI)<mK*R@YcL!{DrRaJGBj-i@*9Xn2-XfRx<eQ0Kyj+TV=IIznN$!#JM04h-c
z07)dU068R+kQtJBlM=!1zzq3YJsY$E$Bs7_%*C&5jNC@n7vFoBz>EDy<^}dKB4^vS
zYaeFckGckjsq-$q@H^u-E$BKTt5>b-yvOjvoV0xdMq+?bs-;?nwOOPwOv0#<sOieC
z4>rJ}Zn~PK^)$=qUmRT1x<D-yJQlYbLRxVSx}x7vD*L!ms7qxj1uJosg{I@?o;LK=
zl$D86=<2DekcDn7bkpTeN>;$`sZx}nl`#i&kXVAuV@f8=m<g7-a{wR`g(YAX1&K)@
z5-vf#_!f#l$$)cn8;k*K<|7fY&jg6}necxQb9mec+;Iuta5ppfo#q9`K>%VxlNrPT
z^v%GV_%J5t6S$3j2AQ|Jiw}KGyh*T`l1B0)0(KuX&O++)J6>Yb?*d4i5O+41OrQO2
z?hp1@5&#7G?ZGpXjBEiGAOjZ@Gd4CDJR*3#`9$yRWQo{f2Wyx&7xx2%NgIvH@OH#V
zxX3riA|@c;5^-+B*!vj~iyp`r$TDrY0&WBVEKgwsZIQw+9?xjY<KA4v=0V;;#QQ`Y
z&-L1Fcsh(g%x2MJb90YA<}DmTZ=X9vfpY>x$Rjx;vEa!#w|%DbpPRf%{0NjYeodRc
zfw)^OB4nQ8Cd8PX&AVec7$$fx8JkV-YsNshBp&w0+&~hW>|h<ii$vo7Bwu)rDxs&H
z3tMeE;u=q=>d=C;w4SI6bx9p5M5ZM~Ctz$iLz`P&A1ihISVA`On8COFgqb#xCxtiy
z=gip2?l!+-K(^deQw0TKZ?KgmJxNG&*7YQ-<w~j2^J!Qj;l;KGP(4s*hJ#3+lA!yc
zNF`|jx_*WHvC^~mlC)1)GTUa!HYzDf8E`oqh|Rhl{W7_W%1vWcqV#_0sa8{_o!?cK
z+NyO7w&+q+R+duYTArk!tK~giAP`^^l18ypS}Fx*kwdDN-fp6%qwXcD#Ds_~w^2YT
z{RA!ri)sa66$J@FzzUw8klPgKQc_Z-mi=PkBtq7jg*w_*DYBbwumMnrBylHes@-LV
z9;&Hziev_<*m9x8w8LS?TnJ^Qtw?1Fap#-}Z6Q5xIHU7AvZNT>iOVs29$b7_#?wbn
z%36Y*Rc%#wET*CKic;E9u2Iu82o5Htgt*4435Bhtr7i-Xgpd-jzAL@UoVoX9RB629
zL8-pcCCUnlO1%xo5Vn$}ecG#0L1D)O#J0A|eqN7LtTwRXG-)FD6Yn=ZMYg$<VSK?R
z=kV>?K#)lDnFHLPM(w}h5sq%za2yNYsMjLnh}f!hy<1J`QuJclT1l%lUWwEj3^)mB
zRIMwh(~1z4re%iDQh{?R9AMV-i%CIQ2rhc1w8(GNB!ZyO=}HI|1t~}a<V+?96=?Me
z`URJC`r4`$l{CLnlBMc(bu_TH)KtQdWwoR&6L7GVB=rt5hnZ{Lbq-gtrRr)!PBh=&
z^vX4?A;y_$GW!iNQsHGSB}{s+EetJAxY`oq&nd(B?)b$6E<`zgE!CR$?_$C*M9f^l
zIS2B|!3G8n*pf(#$RO_%J*MEs=U@e}c+MuPm#Pawr%kM&^y%D7u4%P@crVl$EUWJN
zf>xFp1c0QXps1ioDp8Rpw2eNsbnVe=^e9`XQk_n!-A0&-b#*8uwbT^VQ@Em#lA@PF
zWkD$_N>sFk*|mT^ty`FV502x3pLw+HGjJwkZzp*;w-0e_l0DP0nY=(f#iBRMyUV(}
zZMO4NqP2${Ej0d|^E!iWDKMkbDHijB%Sb(FK|_SJ;6tHE7*&O~r6FiiR)SKd)}E4;
zB~YNGtE7Sqf`|ke1dGBK)4{Ol8;z~q5(aQ1u#M#00B7DOad@~6Kr&AE&E_QEXvMB@
zc!c6^0q+NLJDDV$Tg=A?RwfK>Z#liLHW(2Reh@Aju=U9Hj<)s0`l95;g|{GYumW>4
z7ZNSN2)~`=;BGU1!Y0yA{6L>EupdaVi=D1JXMhv?qw|=E#t6y2Yzc|5L7&G4<z{=6
zZ+wEVa5k|qX!?VHsGDDhKGHz|gLB$O(oFa702!uCgM*VXd&syZJ6PImaz_q92N{th
zXBRo0gl<gQcts;y46WE3OXsfxoK9d(@3rg<P50UlbCbYM(TOK`u`#wTJ)n;i!i<}A
z>~G*7mvP_DV&)u}xEYIg*pYw;BoINx&8LJ$<oRkfW)?pCjtpXF*x&J(CKVTmF`0pj
z@O2!|(3=4}fipjp+zW9|Oo)Ijf22&zc_t)mc)6pbtgn3()HJmfl`D>#dR82$eL%!?
zvdSEBQy^I;I)IWO6f`%{`^f9BLvHrfRZTi78)BlNmg?FJRW{SkAr%azX?N0nC{j}E
zNp%QtHn370LL40>DLf>)Bo(sDiA!MtDni>4Z=9NSGNrC8RJAOqE9WIZDH+DOQ&s(f
z>y<~Nvr=A4Dm8k>DH{u5s5sKw3UZ~FlBBH#4ltE<p-q@rBa4@)IZA-3F6))r()}f+
zBS@hXY&TMcDJd#@QN2YnzzX#mZKc8aTltET@!uCFW1oJOY^|G?<&<lMRE3sO8>mG{
zb;A4Q=GMZQAs(7qr1TqF9%){xl(p74hl1NeTVS@Oxs{;h{X<n{_w>fiOH4mcPI}bS
z3og|Zw$egebI~BWu-u1?e$TI<xY{_nUop@zPL?!|T+=9)LQ1Qu)b6ca>m#J4+Gpyz
z8m8$|3Ft#AOp*yuiN{xS9=E9}<5#KGtUiRH_M2bbsohEvQh?<>Fk+p3Ae5x3qbU)K
z1V%19Ih=!ACcUqC&eC#aW6M%&bsaK?(0|aaVAQ6nwuvT3tn)PLEQU&;B}%MFbEpQw
z)d}L0isbz@_R`ZDmoX`|I^9aDA8$+3pHLksc9hbGYXU-nfa8TOB%YPQ>N<3cNVj`L
ziIXC3FN*=*V!KsOvbLN_O1|!{rdxfcsu)QptwB`Jq1ty4r3qSA($KSIB-&m)4jg|N
ztaQrSUCSKXj#u{IXGb?z($lJwN~O~DhSZfbw`k~^U3Eh$DhY0;vZvNlibx_>fYOwH
zX%a^o?NxPcVMpI9YHG_#C~NO8y!WJtvK#f3u7r+}2}uDxA_3ZmtO^`LnP{zR3-y3;
zwYD?RhTCxz{R%T;%9NV~6oF^^1s6y!Gyoow0$Y2jP)QCr7fuighfpYGL?r&{DJ4{r
zbJ8O*Ey%uHFU0$GigI9PBRgK>xQ}6R@53g*K#T%sbw&hS+ZQl*kSYd3l)_tmhZgX<
zO4U#3pYmRIsVp*;0dP?2+ZF|L#8%VIfVH-?wxtxM*p{49N|JpyQ!Tj)Ld2m&9+g2L
z9w(1yF1|8p(E7`3#@?ujks!<)%tV_T=e?pZci<++wSbv{7PYsX<FOs!5Ai!*Vn7><
z-vpZo3BLq^_@*;_PiY|Sf+kKlojrY??_O}sfqfWtZtG-vM9kj#u{O7U``YKHYzqLV
z7Lo2n&4uy3;EbN*h}dCKee(nm436ip{;mn{9e}(+v>f*!c`{Tu5({0QFIU~+;Ch`8
zsCev&0z1L}0#9=>0?>QGCOA{`2nId>0C?u|JdDB2SP5CliIZ{wCMI$Rd!I3bD4(tj
zOq)P3Eo%!}L`a?<&i)*|{{VB@-gMy4mPanJQg4li;4c=$WSG2Th4eVJyXRmIK!}Zm
zWYfQU!59YJ!0&%xd+_Ghf=rPaJMMS1oOa${fW4cL%io@j4LM)8F6}tqv8N+^+Yy}i
zGcrVscE=F0$MyK{_3%I!nH&@EU}TBJh#SDZapQ+1TnL;+t#NMTPIKnaLD)We+&l8q
ziO;eqw_dE`)_!98cD!Yn*7bT+p|*7@#I)Q1!F_Ji1f?oU0j6-Sok1yDgMCeqp0#v=
zGsQ!#IO}gWQ9+~BCHK8@r0I0DE;h9|9C0l<rlN($*<5sbAck5&C}j+TJYfll7@Lw~
zYe;}2CP=UnIC2OuOc*ilL}z1;@;t`}<?n2>ZFpzK!QyG!bjvRd@e!I8Iy26+UeoI7
z8}#~K`;Bj`Jy0Y%mMdCuNtH-bX0jqW779;T{Vt54lSQmNNp)#cdZw1;5|W8?({w6=
zt5`z1noA`}lqt8Iaj+KCLH99?($u~IX_cu1sFxK8Xmlo23yyTQIzR;VEF2~!LyW=F
zwCXTUr>xT{#H@wUXz3cQK`0`B!w{ylpp`6?A=Yc^%pu2vDnVdA=k4kRyRy`@2R&?f
zwYd75zRd!;cTs?<W$D_ARNK!4Y1*crS5RAHr_@rYQBnHAm?jdMibj;;dX~^yK5i+q
z%e=u*QR!%UyMbrrP}AyyIzdrVi-n}Nl%yd_Q;I1{Qil|>5`v`7jbV*BMa>?FGf*3<
zWjcjZ>w2s;QkAroHipYIwC@Uat+J#v=}=nXcOcVmnR$hTlrygDEFo%A)ZIR%Sj%Ux
ztSI_TJchuB983g3O4OKz5NIP(PFY|2y0%v>o{mk~-EJ?-sMB2a<#N3dng>$ex2jW7
zj+Cv+dIHw7T7eC$Hc?3WC{XEbT}f^IL4p=NCw(Oc3s$vNIzVMq^csCioazeu^?gw<
zkWy37ids~(!%(#ag5v5`)R21m6i}3{a;e0r6*T%~T2$K6)b^J`hrv^AGuA5USf;B|
znoBA4LzN0`r3Vy*6}aM+QR@8)tc5wEIj67GPgm-lN}y8)f=XQJrPYzD)G5+J97#Ho
z5!LD>q@~uq2abAn9ddx+eME5&Vr^%+aorg4Us!~^hTn0P-?PmyvrfaXkb)dxqK1|7
zfFPg~k_l0pU#F80Nx7MjKM1r50OK~QPG5DmS5K_gu;O7&v#99-4XhM4N<Q&HUtXf5
zIH!_Usy0%l+e67nTdJmEr<bZ;X}4)B^jg5`Rr@sS6cm*yBdJMj(rRwd)i~<XkCnDr
zbxT=8f8(4(YMkFY`!mmnueKSpTK>js@$Lb#4}2LW@@_XC2p^5-#F3I<C%vs`i;MY>
zXvmN<IJ<jJuct!YevYZ8n{`a7^)Tn4myl8vk6b6wBq?Z+7htq1NKhuo9~e1{>~=m5
zPk7sdw!W@|kk<WqG+$dW)00@~cHnavM1daj8+88wG>*e;V?R*(zFGWc0o-kyV2H){
z971;@KA=G-VFofHCie#1KCE<-eeZlvVs^l`)5Y*$G|1{f$Yd|-_8g(iXBifl2f&*N
z761ZdO`yQ!`~LvOICGPjo5X<|5GD>SwSf?LK40=j;GgSBKZ!o)iK)2HmoFE)k)u8B
zDK;LYgRXo>E3|K%^Zx*q+`<0<!v{7Q=|!?Hd6+Oe3msEqk!XToz=Hr=0w*&#zZ?Gm
zHqvR&b5}9DU92}m6I%I2J9Jf*m2NE|9SBN77^6sBlh(TA^niMkC#2wtxjLP*(vD=+
z9SW&JR<|_G4Wg10_cxZ>TIL0gk`}6}VE+Kl3Q*N+YDsZhy21YdJgc}L^O^ep0QsuW
zIrT?r+w=bb$9rpHfB3g(^#1_-#b&vB{c)}WbBVc&i;`!1#qDwLJOT)iaUj|Z9|rfd
zT1RjRoagJUJ({smL(AG*ZMKyqwkw^l)V^Yn1CJ%@wyEE7Bo!qlkqk<e)Y5=TQx^G~
zS*E3SijuSLH1991)KODXQM#g%R3@gGhU!()ZPH$kl_1$Djk66;9E0@DzUb<3srh$b
zs$kVIqUx^F15ejjnhKFb(5rXQr&G0RXi~C=-X5Dvb<`o%g4#(bJZ=1~tMhj&SG`ZC
zb6pQEG|H5^w(GS<s`Ro!LvAJ73N&iJdT}XO>u#Ej`i_(<p(Rbg=XDizRZ2>#s%k2h
z+7Qwf`>S<GZ2=(-rA{ejEu;XHp(QB-$q*xpa(jzg7XW!Pa7~Sb++H}KwZnoncJ^P_
zZZQaV1&BPlc6W&S6H?}1g*@2HYvzh)XnBsM0Mu)Ir9|x(nA5=>1Xoeiu$LZbZUXzY
zEzwujx#}o&w3If=XjXhN(iKXrUy@6o5NKOlYh5KSw@A%hH7Z$rtXJvHQd4S*sd>dy
zsirBtCm2f=2vRB)P}!#7VA?vYP7d;Wdt+lF!Y_G2sMqOrE!OFkl~fgNNouN*=V{(a
zP$@kwHl(ZtB}F6!0Hpk?`AD69a2MV}NiFn~VjEk63+mzdjWq5N^;AIMZaQd3VYdw5
zV5`?1p?K1>%Nh=eQA<|09%bDn?M3k7DjZm*sc)I;HJ_1yQ%-5r+EC+cpwyw~i_SY{
zzG&tJEv2`sR??bwl*0+r-5PQkWo<aZ(A!iArfDI@9(k8aQWWEExZ28s)(-hi@ku(m
z5lQh2m$cq)q)J0$QcEpqyu(U>Qe~}1ku7@2N_v&(tI{tmL)ED11RI0MT%*l^yYTy(
z0xQfY^2ao(x(!5<9apDESdZ{}#r%LJw$kEI2vhY)BqdGP`ip)EKSf=M`lmnWl1<A&
z+v^5z>3w0}m>2$#0CA2y<IXs>I^xvg)=HM+iYi-*P?Du7M5#(q$udpJB$32q8NX1A
z#LjFo48(RF_X9hx^1m>0y+UcV-72e2aYaF;yx&_7^mO(8+O3khT7ZzW^%h-NNm4?f
zm>T?>&Cg*YZuX3U7c&+H=j1^aA&&zZ!3N;C;v!Sn5PR4HWQ&QMjjv&wa7Y%u-tn~U
zVq(+vzY(8(uV5~GNV&ER=J8-jz_G}He3=6fa4bnN?huAfPvLu9K(xRT4sRzti3ErQ
z#O=Mi+SA~JIg!LnXD8T2t<nX-%<lsCJUPw8!I|%208C^-kSzw{<p^Nh-0d^mSmFfU
z=WUEwB2B>~V+0U85HLs)<Q~(Ql22{-nDQiV+WrZF!EE5fkuYv;8IR&d(Uc-*e%U1L
z2Er|Pk0&75a8HTFi5Hl(o0ysL-tojF#NWXen?;}*F)<T<(oYIUe)sPp<05in@h}90
zB6EAk%6r?e0|LVn=MiAy2>!U6$b&He{cJ2CL+XF{+=!0$@ra902%KWZ2s=f_XC1A#
zeh`WEMX`HD>~EaGn~^(M7?5v(PvAhdX9VQ#aB~$s2l^Xyw6rqv%T2trlrXme9Z5^e
z>1t7x0<aJVQo3SzsO>M^-l(T}>QuW*RM{<5H(blkAdr6VRX}QK9!V+rT|?!C^(AO=
zNt416Y*pMw{{W559f`=Xy@>;YL6K{C5jz7tf$sxsUZhimwo2Vv`qSz)(1y|wN$Ti(
zt;GcxND{#Y>LO4QxffVUpAFN6HsFRuL(aJMJYT6UG51ECaxE?}q;$+Q2<j+B?Iy9Q
zQ8rp;sliTC;y&#7MNKFVbeB>opG&NQ@220Xq_&kWp*=*xV<3vXF10FqP|;qcKyW3>
z{S8WCw!lY9TU8ZGU!zisifw8LdXT7C5LYU|il>mKRMPzy7$356gd&~LYyyj{hTK}>
z2U^xwa|)FxnhIK!N|d6dEkvzLB&lSQN|s3~>NA;{AWs$hc^i#B5b@*3x;FH3sH;sP
z^!;;0fA5XH;%VKiE!Q-r5Ei!Hqe35bwL39QFt>tN)`paor5GCRJ?$~qX{%8C6^JP<
zx9Oy?>q;r<c{M(&N|3NgK|@PQpaP(-q@x%PJd-9zh>rcQu*An1YJG1~rf4u~4MitY
zDpehFQCUh-!or(x(WvzTP%uM95|hwL1Om4P_34%Q-Tkof<Hh+!4_=M8dfKA(87vmf
zJ$*~B{@qO!IZ~G>hMJ^=xi3?+u(TuOZR1psqN{T9i)m<v`Vds0LoEjhJyuhxKzU&G
z5CWD!5CDXv48ye=6?~P_J)}OrO(k?oHB=o+Tt4!tA0nlcgp#J&W}(!D4xW^x0mNR=
z)<IsITSKfe8(YNDy0)qi+ESG$JwsUCEmBs3qT0i4yxCe6={oCWw_GvNi*U~Erhce+
z@uXs%dFPasJmZe3DG5n&YH)<fS4b-=Fp^YaKqW-r@k_AS#{LE3!|VB(o*V4HOybz6
zY1STWkmFA_rkz3m03~TyO2HBc3IN|?c&1_?;&Mb800D9Dc#K%b5*|EzdPJuYk+qD0
zawB-QW+3c%Wb6ru!Nz~(pLpT~fry`=5DD5u9N0jU*jZlIi~b}T0(bZB3{2e)Hv6JS
z9($7mCNb;>xxfd9AY1Dv0~32(ovsGJZyB+SM)sdQh$m|s9GeK-7=vhwf$f<G7LWNM
z;l43aM#EzO#{O_k$+gCA2MABMf=Krkw2`&1lQG06B4=cbPv9;i+9u=>4*{ISgKG%1
zD!^Qgq5vPqgd%c8pOnb(CJp}p1GEq`+@uP*y{);&?)bJqjgQpBsNO_i*yqQ&+AkLq
z0!jKvxwdwRi;G9%4oOAu=G;AxtJ{M_r*V6Ul16-f5CqA*TZB#E98BVT#&HsNfH&ed
zuoK>7M383j?=p5ETm!<K#phx80TURDU$({&*4D^}?Cj_7F;aYkwYHer@<pyY#f0#R
zqHYgknIL0f07saxz9316xiUOnAQEsbk#Zx=uPOBXLb10Uq@k>;X|fXItWv!5ZIwU)
z#kAVegFQVVN(M-PXNQj-J@G*C+B$I@Ev|8FOc_nBkOstD5eM9ZZwCBl*yf#emR+Yc
z%c`e%GTW?IHq~lgWtAyNVN0n)kD{F=PD4#R+5lUC09L-LU)=3`Z<>1dwEZnYpYJ2@
z_4LgGg`rM1l%=O1bxUy|grn24p)M3DP0Z6t%gi@K?MAazSX@yx^jdbFrk$otAMtfn
zs&1X)R1zdMQwC#h9U?YD#Gkl~_34v!jJkEsR@6$ywacoZc|dg6a?|LeOJxN;Dg9Ma
zmC`LLN>|puR616qs4N7A_^i(<Y1+FEFPC|an!2W)h1Jz*)wDI#H8k|-Qi7D-N2c=?
zK9}s0<B-C7-#`fhK)^MrXtbfg)`$1!g36ev)oY(yXirMeI_T&H3vMV9my(wqb+F@U
zL%(=nt)<ECXVeRo3!!UI(h*eB8GVf=g_=gn5TH_^rH3Cv`hY!Xc`GCp0+Vhli#P{8
z81}Pw-&csuVBp(ZF>4W^BbaY)WBc86$*TLO_cN+`#XUh`f%juJfmzk}POC_4zv>(m
zh~pBi0MjKWQq{D*J$|CvdXdMUtFC280YomEfr_A&EhqLqqpdbo0moX&sK-0=g)*C4
zT+y$7%cs*rnx%C^FcJVtsp=nfg`@ys3vEeE{_G20JI%EEvdf&wq0nkCsT~T`Xwo#D
zLC1Ph*s7{>nJH?q)C7E}QW-+k)Lc<gg3*4CkK2*Uh4}s2hV}Amayg9N%>3TbVy3xT
zow~Ftvslz>P_OV8>8a_cs9f4#MN;0XN^oR0g#t=Ke|1VnThrNES3%2~TOc&FDSCso
zx~r>GjUlx!qN1s~M070*d6J4mxQ85AQ;xP8LwAbPxld79PL-`z>23ztOKfusEh!Jw
zC?8mw+7zaqmYJh;t?yCQq^TjasR=Jqdy=`4s%2Nx>Fd;}I^04lbhi;)+uoYnLfmbp
zRrkL`sm8)yT{>D=SaG#2Dheh#2W}V0=c{_213um@!omHw*Fa*6{N2niw3Y^@?JYVA
z`We$&V@qryPNn|<Oe0NdkOmU+8*vOkWwkQjri6MegzM^YPAIKwacXfzN>a&M)}<0u
zO4LbFBoaxIWRo|FYD$|?O3<XODpFR3j+LcJCQ?#DRFwiE2$6$up~QNPr{>N4$+6xo
zb0;<v#+aaT%=|LvejM+l%C;gtxsU*pH~u*7bV#;O;gM;WG7dMz&k^d4=GGICMmF#}
zTYfWKxy$<BH**Gq%AB>QzpHZ(GizF3FK8N7H$bV?HLYg7jXO)zsmsc39<^<KQxxq7
z9Bm$>sp?u0DjHU_OG4&MT4l?Yl`U&pf>4Ac6)9^{h)PnFf>feF01`+7At4~CMSu=T
zumA^gO_`kCm|f!!Hs8*7l6Eo(ABdRl`^lKjBwI3UBYToMa{$NOJn#B8KHOgoxlfz9
z>z)43e9@qCmm%oYyv5C0<ND7g)Y561CYsTHzfl5%nJS*IVv?OJeg6Q}ZC1F`C|l}J
zrrOk>hKV`$79vfe1m-5f)7xXmVR+sRjmnuj1;y~pUQCsVQ>S5d^tgnnQxt(QGUiOA
zn>7;FscK5X6hev=6b9)AJ~Z_-)oD_xYGhQUCv{4ZI$Y$XM|6ahOIm<Y1=!t~^A#ou
zGdoOAcrmdMEG9sl+lAEw@sW|4z{HG;cJOKS4X^(I2Jv%qf#h7C8CCbNf#z=)y!M#M
z00C|}IQz33jF{_}7tDNkWfLU8kY+`)K)5FO{{So6J3v!=5HC29w8V>k8$izyn;VOR
zGibzi#P~M@d#l>t*AhXD+qt|+{&74Z!Mf$lWKGTOuDRYOOp}v+<K-Q*f_I1p(__bH
z`#EcxH!OXjegpF-G3sMQ<^2QWH^U8YUDg*^-2yb77fI)R3cFO)m0tB8pw${^XldW7
zHI7hLw@exJmq}8V)WZ0!qzN-0On!UbW5Q1c=e)!caAOfMHooL{APv1`GHWR+sTQRn
z6;$)7mZUcNQ$AXyDM@ff@<PcD2yuHxnTQi*E?S8Ja@2xA`dg|2E*{PSw@c<@_YwB#
z`)U1>dBf~)_KD@5PWw&#6W95ho4ye9=8em`2QPd_<(+3<)^!EYIj8=oV@J~U8l6oQ
zI<t<7Iu_rhXYY)@y4rO;Ld(?+{vLX<a3c5ofwzlbf<FiXGlFj)QaefB0l#1b9vO>b
zOc)XP;{Hq-v9uG$JMv@X%MS8khGIBg9f?-ra`77RUovfMx_N7sq{x>}nP?Q~NK!&2
zq>`dtWkdvmL~z(12PXoNIz*ZCC#H1aIZB!kl9CXVZjHfk0Cz6s$PH+`Zn~wFg#|X~
zOHQzq)iBL#Xl>?;OZ3^RW#*e$L>8WHDRqYe9bs*}+7yv*u(sJp-CAh0!kaFz>)}-{
zmlU+rRVJa@mb%cD2D&L5rD;u}D(Mdg9d^(XY%^;?F^fd)8${sD5H6Xat9VnmmJ4iE
z)GnEdx}`TsLbuxpE;MWEi!^8~rPh}6oOualE+I~-0ZAt&M>lKbkm4_Hu5{t7N#^Ma
zlxeD#v?ZpLe)mjiom=W{Dt)%mPW5YLExHujPdf8O_WB$xQ>dwwQ*xc==cy@JLR(st
z%Z=2wgt%b=PSdSuLWu+x)UKqNK}b>J0k)C>arA!jlC(6E>xk(K0EzVJ+(L?EdUXfo
zP*B`)TAr<{H(97@fa~l&rw87;9Hw<3pG+!{AQY)2g%kIu6V^UZke;p)TKrpgEpp4h
zF?TN6wW&6rz#E<OCo_>U44g?7kxui7E(VsSQlvJgNFk&xWP~MeD0)aL3b&}CX(WIF
zA5i_2{>@(&{@A}1>i!peCUcUQ=DKYPzn>p>oN8Fn^rY$hyH}^uIKx%6`ZlXvrM*$B
z(Xx#>ie*#PB3-U2VvxSqcKc&~jvtPHV}4T7J|TQ;)P5h;X?)qv4{~0L=fmB8t58qt
z8cim*QKqV1m8o+6iB<ZqQPcFAhgqsx*sW#HO**X|HBCZNdgV^nY|SP+OS2U?-2|PW
ztx6Y5gv^`;Z1hY_#i3H=Y8Hu8RGZu(Ozg*Gyhe&$T)GLBQd3zp11_I<dDVg)ERo3s
zi`}Enw<(g!oI~|A!EC&i*4qvWvY{iX#vZ2iD4s%Z1XZLsN9@Xho*RaVF4Uo;RZz%M
z#VgLGsy7sYAr3uCg;ya8lhn4Gs&OOcLSDL8#2cm+3Td`#X^W4%S#7$9Q$`yFT`jv&
zQ&d`^VYOtf%FdRL_{AYIqXSD-=`Hb2@nN-euAwcJu!Rz&q!-YYG<wvPB?KxL(+QmM
z*!**i?_TWk-O2d&hRND0ee8hhTc@REFEo~xkiuUeB!X7km1?PZhgLu<a-GJANhnE6
zYElg+9(CmfI^x_=00OrbvH&K)sFDCAn8cMp85AVs4*<>0@8jr2vw>jb8$rb9xxK_*
z4~YOp%kcO3@Z+1=hz<qLgz>*#7w0iI{u}*ZK-w>P8}I^6?=fOvcbo&0k$)hPVgT<r
z7~djfT;B%M<o@wSKr?Z$B*@xkBYgWow+`NY&C|i*Xa*#3w+oO1fD2!Z?-eEvBOjdL
znfAaVB1~`?zS{`QT<7UA6Bo3OAPz*qn}dGCBPXyC21dhxz&P`N0t7_nH<M#vb2S&c
zA9Ly9?9diDXbXlp5q=smH@ozSl0Tar<dRMEnIud^e8xrK+_~Spp61yi42bLmS|>E;
zH;_z{1?}!}1ls%9fjkpq1VGG;#9l67l25tsJUSk(3E|o;?YuK=@0q#Jce2La&vr2)
zX8Ez)-(m(2n}dDF2VMN{+?&UF@0bMG=2U|u$?x3$WZ=O)Q#l#oO!nH{?tSfHf!krh
z@9MShYj$+YQE?i98jEqrT&Fg-TX1%~NX*(K35|{O;$-$Sl1B_h@g@%5B5h)JnZ6F<
zH{6NDiOfO1ZMg#CCIR6d=HkP&{_wu@X`c2R0kh|pUgz<~AkZ9(X>*mVMsH$!;=3=s
zOzIwC*D2pY>O-u!w%kEB>PpZ;(xG&Mm2Vg^#%&zWs}RC#9cxx%m0@UOSEp*dwR9m2
zp$l>0_mv^Gn?p!Qs7P(JC8puOlZ|()+)0?XYea+FJ+230_yWTcaR(;%{vEJ*aL+8Q
z%h~bbAi=|q4(B|Dwc~9YlSas`Q%9;VD^SpzWyjqs_4I0|C=*VfO=$>bjr3O1ke5mp
zr1ZDyHiFU?%Z_^Jg6T9Wg6gQXXK9Ij4b#%<w1p~DOUsW|QJRJl6Db6iP$gFhLQ2lO
z75Gjs0|b!*Om^7ZNH7$UX_97SU<rai?|q20ZNmEJ)9)?AJmNErPXIN^__5;pvpj6i
za>k;QP-xdft20W3IQ2%8T*XoVTy%ihTXiljN<xyB36%uFSSjNNQBPA!;BKXd>D=f_
z!*vZf(}fE^D#9E}71BVmh#-%t;-xm9s8<Cpii)bCv?(ZY)>v_EHl>i1hh7Qvn-Zjn
zb!h@Y>HyCh-9DeMX=ri%UzqfrJtR{zRj2AzRC?Z|s!+8S)SV&ZRyR<?ew@2b912@d
z-=yhMT2b=0ey_p|#`=M0FZ~@Zdpkg|j&mf85MoS02HP1Ccq1fvi?MjICMG1o2gUo4
z02>bcbt;}>_;i*KhdD#_#dSJT&)%u3s<a9^rqB|RP^42m>LKR@l_APPWDnXXsctE&
zo4I$>ryRFTc_yW%7Kh#x4C{%i3vJN0oUC}Ntf(JFEj;BS*YiB!cATT7`quixM`wK>
z!}L1A`7mvA%pN<$8<r!BJ4Tm5%Np*Y=cd-2^8=v{DcbUi1`@*55??OXsf4MN{{TJ2
zmGq|hFmEb!9Vbmnj-kxDYwsntoob&$4r+;g4s@x;O=5i(DQX){id{;O7Xd0*4s=s{
zO4c=ZsoSU2sdeX8($vFDYD21>lpdah(^ncbQZ}TeDr%i9qoo}v^pJW`Ff|kv)R(KI
zsbK}hG#qu85YpC=dXn3u2HcFo7Otf9k!a!SZa*J<25#+_0mH6*OATK!8#;A<R@2bx
zXnAQ`qsUrZrmxqlT>YQyl$AA6rO_-=)Th)?aSBt2Jt;$K3L$PeWWH_JI!knQDAHID
zs;Q<lmKxKAGseYK@355BHkeYrRK7q8Qe&k=9co~}gSpN{%%7o%893oj*2eSX?su?@
z0|OiIcgdUL+`M*}w$x_M?sI1>a(*K_Hl{8fedpX;^$$Ax%T%q`mZx2Cl0>a;6)i?T
zoJmmwHsXmSMaJekMDHZWXvh%){70+66BC`JO^ktoVPIpltX!Waz(yoYgWh5-;`~G7
zu#Ufvd;oUSE_@BMV{&;vR;WAseiPuFTgGQ52^Jy*$&+KT@#6#&+>RkP&y9>mO|R$w
z09yS-0m0QH7VR-;n2&iL&<)^=25vvmej%HW6OiQW%@PWZ#`cLMn{P3Qfwb;Hl_$Nu
ztuZ$?0!|>oo#gQu_RK~*M{yEhO^Jz}iN?`vTKh=3o95#8CyCp8c<typL>4{IV&GfA
zBdktfT;}`R#NuK`#MoNUNrDZ5pJAQn$N<C%h?{VUk}(n9--hH(#F-e+5uJdOl1?TM
zjiTVp$+6D>{JHpZmB%x}7qy=GY5f)k`ddDnVxcj;?*PW;X5Uj`xfYn=rD{nEN{CWO
zDN;!VDiEMk5JVfug-97O#W~sm0}v-N1?&v{Oo=0a5F$4_3r^xlp4;{W@59~Crn&cv
z>zo;b@*eI6#`@+tlNSc1)q0&pE~(Unt#3Blt{#v8331e|0OLR$zsA%7A2JjbU^>20
z4GUl>7nxZ|Z>Ob)i)&Mn^0=oRZlFxZS`d^15;{FR@oESFSj?a5wcsDF<7osr&7<mW
z40yPV0znr&p?y1To>^Ym^T_tNSm$j&tHUcb?(f}j14RfS)rX48T}s*kl(&Sq9!rim
zqmrZwbo9aLD<(LSsnzMY@*ZKvn_3%`yxLqPX(}F_Gs<qM#3X_oaSRsFp$b^)K{m2~
zcN<CbXn-R!PneQzDtrrM*qir*gEB}YgApbV4&6q-5_5j*a4=>em>YA<2JqJ6V&T@F
zVPP(`<0~ji!W=@|QA(txU@Ro`s$?iYP?7<e;*V9xI5zSzxf9-Idt)u9oM~lEEp4p)
zy-lc~l-TsjNH9nqI+6*Tip^96IKrK$rm1O#rAD39xZ8CJnJvEM8<f>*Li%8oR3YSp
z@;HMhhP)lQK1}-NTZb47^~iP1W$yPy5KZtbWQ(T8WZYjJ&M^mvFk=?Z!UXs*Cioq*
z#&x|CtL{$J)zLYp`i>#$db;}BeL9rWC2lt3Y*E)GHF}GRccm=5O;STanvYoyrMF(D
zxK5wS?IxvfYwy-6wt|_aqtl<IRYR&DyZ4Hw+-)A3q>$riO4HO(>PSdbE=}9Jn9%X$
zTP<PtJKR~gS)VNI))q0X19En~qD1?NCf&j9pO=f)^y=lbUi-S*WFZcE&-Ad`n{h!6
ztqXZb4h1R_Itr$Gh=4~KAJ$GVrvCs`>GV`ebeCCMN^4ZqQlCtrXj{&g++{>{ETl0?
zq{mPIbrXfCsi}R%Dyiq*bs(Usp=(=-2_$q9vPybXNa;8;0VLhl_W_xO?a;IE_c4e(
z@@(y+*^T{imiv~IN)W2eR8*{$2Pt%>R^r+pv`7oAt8Si~sYMBLX@z1vHxUaChg)Vt
zT4I$6PMf7sQ#hDEeyRsktx};W3I?yLg`S?3DGR5dZR9xPi!PFie?tK#B20<=GI21k
zd5hk7CvpM7F}UyA)0;@dg9PBeBGxx+a~arm&H<X?_0J(^w>-ZC7uA}DW}xYIx~ih7
z&z2PXi(g7o+8RO<7N~8u+HDQChQd&W+e1i7T0#;nB>dJki+f%M-LZHicH$CbfCTuP
z<9P?n-0v`KP4~vY0uBshhy(K4M*)yMGuP_;HM`_QRxOhP2mb)GpmV1ud$dkT9_G>k
zi%1{Nw&u`pAXxC`H{L<H{{WwRcC-oN6Yrho(}H)9GHf7b)4(<{yhqStV(G-4ui#C1
zjQY0k0r>K<hfv^f<+}W`;j8I*l)xfI@&;sqZqp+6zhWjy?IXd7F(3`13AhjmhyrB7
zPSR%)gL~KjLGR$nIFn#AGDJwc;Cp8uKySqyGbDm?(Vop<EzjEkGJScyzKM3rEgLNI
zi3rJ&B>9Wp@sED?Hz$TqjmZ;X+*$y{n~{FeXdK3JF>j{UJJ^#0ehUr9?*a1Inf8p5
z2VozI%nkWw?BT_qkUI0s!!|kO{TzKBCopdJ$=t>D9;08UxLu*HtD$i~p-xg%y-c+v
zp=ltkmA0alC2K*FLXxE>AxDe#>)M0Q2kT8XrsxDMdW9W5OV5MUW%{)?D%P^4DP?A(
z)GiXDvnuMrW-x6Vl22{q2>GJWOlN}<B5^z9S}rEo9n6T1E0DwR%^<NSpEv3nBLYWf
zZ`B<@FK${0&of`6mX?~$5k*T>rTsfosH1TR2wWrz*0okiTdG2wDrrScptjg)OD?8r
zXO|vW4A$z@Y3OW$SEtj}HXedqE<a6J+lXwC0zEnxmSlDGkDrZxVn!f)9|G1JnKL(t
z1~_KoMm@aRVq{(bgMVYhdk)OAyL*Ux+1OqKnIkQ9w~ZNwahG>YZ7nkGKC7ixmwhm{
zntl3LsoZfTMW@lJ($IohfR|pUTlBJiN7e$Ao1gAyT-#4@jfz}gr1?n?5JAWwkVU~G
zjeDq@2!p=TZ5Z!4xy|rN9sdCOrGHT2nKn9eY_!wcVssI6=k;?Af1}RM<C(~tM*Gia
z{<w1hlm7sW95$PLt;MVin6>xsZAwAfK>D1SH|{g!fHpjBocaF%mK?!v{l9Q#-@23d
z_7)~Pai|kBJ}2vf1&&ES#?nsixBT+2{?kAI0CjQNw*LVAJKJCUTeN@uVzMVPP5X#5
z5f(OqfKRpVMakL@L`je$*xD{^X48%#l4inplM_FQw&vG4B1yk(><?(aZkPh{M8Um|
z+B%d@ZE3xX<}aJUCJ$v}>ZCxp_A_JNV%rY@SzGZEpkXE??}5M40%Bq@<PHh(<Q(48
zC+jiicswEF?uJZ9=0)PbUl}IxB1xYhJDiguZRSY*?XeLCLG2Nk8Q5<#g=Z(;NIWS3
zn}HG2Grngh>n6hDctRy&U}p0$AWgel@{<Dd!vv(rFh=4eUm_y-h_*-|3qnRb#le{E
z<d9}0l1JBuNf{OsVVQs|Gqj&1Y;1&dZ3p6iGHBGw)9Vc%G3hRb+j~sr8f5A%mRtV-
z7SnYOlTzDFg0D$}>gkzU*0fWH7Ns2Hjr=X<^cN|fsrY@aEh_&20(5?{<?5%p-B3#v
z4lbP0mjP`hbq-L`(}+lEK`L6f=e463nXu2d(D}ar3M)zy2~vtul!TQPsF(=@B~t-A
z{KQ50*S=T<GJw%R$mo8s>@CVP?u^5yi)++mdqeOs(6#S|oY$c;Ykub5v80y6&FcCi
z->hg=PNWrwiD(DgX(&BPan@4UNGc8~1Swqjn6}5xB1xQLK)8@>V;pU~zpnFVFFyYO
z>U~k|F;tx{)KOMe($mwdsn**_R-LIl+ci#y972j3VcLdTO6pV_X{R1<p}EbRgUwoV
zZgZBGM?<W>>X7!O%QTgAT8k0sDK(F@rX17jns}{AbUORB4SH_+RMMtgS(0))r-HIP
zSzTS6bv7_{B!?TrigO)PmsUN3IC$;_?l0yu+TuX|Y!4%aIQ}`n2ExV&+7-B--Esc_
zhHY1A^;(A}>kadZNJvr`p>et$N{}i@HM(6=RQU-?77~`+ZTHrxLk)zgd96Zgbjqfh
zsnZ1obrBw;71VAi#W)X8RaFk89${pI9+9R)3rU4EZg_<xGm9NV5PA?;_r(Mpk7m7~
z+;>Jelbey=2_6XoPtcy=-rQWZNmBdN%!DPCRjDau%C}jfr%_o*3RPumj8e4F>IHAS
z@)<xNt!WZPG}Y84E+G#%+ioeswwqCDr56AW9)xtZ614oCAt*^iB04}ETS@P6fJO7R
zCPa(_v;uh37B0OshTKx0WIEe{zd~JF+y=#MEw<N8TLh8RY7(UwEu~`SQ%HvoP^qYE
z(;@+Ck-+MS0_8QSTWK&z0V-UO3Lq&~WQpx)xS8y4V;*muTY#96Gc!2e-R*2<I~|aV
zfa(K9zq_;7@__uj9S5iz0QaIT@)>OWmm{yGVq&(WI$v$yL4KKMs*wnz1+JczB|@1j
zp<QCmD1xUlwJPyxHt&;TjOTp$2Jml_s@Lsok|toxW*`Y7X68uY2$Y$O!S}WQ0CqBS
zH?{z`3c*p|BfsM|0G`rpJV28;yn!Cy#{%>DVS=1NzQlXQ?YEuoPIyIQm#eQRkT$l`
zJ6J>#O{95<lWSZi;}-npF?bWVwBVD(J?3&O1<v`15pxDb^AKAmb3LzVlWonQm>C%y
zB1FH8Y-1L*M1n`=AOd7QquxB;B5YuZk|bt6q;Uxrfd}5k4C5s26WS)+5^d~lw0<O;
z-VfH?BI)Coe@!!qPQY(yi^0hHT1}#RK_(B-NRuOd$Ok@7(G$cbCdS@3i+%$Ud6Bt?
zHpE5bs2qMc184*dtT;r5Om{clF%bqZMn0s#F~bJHl0lL|1Wkp=KH||4GsFQFF#^_{
zZ=H?--y+ZeK%T;XI45#U6EiWkWN?SCzwV6sd4|1g{o1t@+M_)o2pW|;buY96RDtN%
z4vj&OlrB9ss*=$OXsx9hc0D?S`<<;W^(wnXc|;b%8yc+yfRWI(Dav}*0+Z?}Eh4!=
zNlFR=TvFKAJZ4R{{4RTA_>nv-h?qDQxDhen<Fr8n@x^~0FW~Vo^=0DxV?9xz*EEE^
zP3Y=uC?Q_HnBc2QR<s8TZ#LRRLn~|^mjkS&A!ZV_C#6RUqih__$9Wjq@<ii1o*Pd*
z!-;j59AVTSmByB)+(n2bD?thtvAD{vX8BLoRSy7-L7H7f1JOZo_JV5C+b(sM(Ol0(
zM7RkHQ;T%mkR+K~r;i+Zm$mVqOxsTD^AU=+F>exY+F*%`iMB}MB#XudZ#gy*i%5)_
zSB^J|E>s-CP;^#nwC5c_aYI;25vHD`R6G6;s*gyPgLLXkL2NC@7D`HjQnxs>Z<A|H
z1Dc&qp`_B$GW(S7txvmAQPkBss+G}ANlx>Q6*iK9gVE_f)Wuq<R?Sb{%yVmA`dOda
zIz({y(SgavT5&x6dB&!5B=?I5kv*hLZE5Nz;`}KfP9iUu5$7QE+=x44jexhy6z$Zu
zs;y&DeJA`C%2p|8DBT@I5a6j@O-MqJ5PH2N6s=27q@<xPI|XYRV=kducP~&g(@*HQ
zH3zD-LbnuxmAr&Hwi#_<QnW)#=(H0G>z+9H^+ut`I|mJB1Ocy1!R8|j%TH7~hH2Vy
z_naXpX{Ofei#ITYASp^QHb5r8#g7?u^6s=4O;hwsprlgUZ|@cAMGHVUwK5z6rA;{F
zA;#T8oN2dG7KNsIkfZ_5XV+Y(W|V4AQ`6H=qSYE%p$(3tFQghasnoQEr3wjIDGEXq
zkO~nPHMpk~r8uQ6YbsLKwG}B!CRC-WNm02csLGGj@bCC#*PpkPOO_fvwc*EJJRFNW
zY;WkgZ3%fbyve4z>u4%zy(OxxQ`I0eNc+HUl8qf<#i1YJ3q5SQ9ZOBFoyVk#o>ilD
zwIff}b)<l_x{CUyw5Hbuz=smfpZC|0R0~TfRdUkQIMGw#Xm!0{&F^qFv;ax8n+xPf
z+AYEV0I?fQ;Q1t4FB!a>;_~s~{B}hETI6I7gyoj#e%n2W<(yu&QkIcNrs<SHiiNz(
z$fXrkl4K>fYAcOGo#;O@2tpyj)PRUeL~8kqT(1r$t5vUcw^P#PIH_?I#T{#LP5srP
zigdPIb;k>6WFR=}t10VoN>&ukZX|6Y@M2(2<Hewp0!!LEV_<Cn5devSeZIU+;ghko
zugj+!cj#g`w;p<EI*wgAyrfTICmudt*}=Fsum;0`f#0#jh&NQI_mMtFjvypl!3M$y
zjDZ62;FJ5Kgh<Rm6JrrJI}va^csy6}<Hf{k?lxhQ6KgTQB6?&ZeMG>R?hVBKZJEXA
zu?K~}Z*X_%jAHliym1K=GmMzMtv8Dvz?c$k968tw+--q)#DDQd*zLj%k;^Vkml31e
zHyYWD!5Nc-8N6oXiP~gEh0J`YlOjg@P4*`eNPuV0vEnnEi|!+1**oXF7{+)c2<~kW
z02^B5K?e4TCvFin<E4gR0RFDtAUsITqCpXPBi?d900ds*X5yNzu7%L`9Ygew08$>N
zdB$GpBuEQsNK_jVnIOoq;?SQvp2XV&^DwNFc%B(nV-bVcn2<KO^LZnF9;h}$j}U*=
zJvn8Tb|N>bZhNdL4eOd_i_ENqlyz#9EQ;pZSEtmLH40$U?JSnl`$c-IlIKYU!g!?N
z<egNgp*o)`zOtf}O0~T)1FV#yRp{znOF@E9sD!CM&YNjK<Ux`Q?<Y4Fh`;a`;v}2i
zV4oK^7r3+xZ!wN5op0CUpK*xY_Vu;SoCWyxjm_Rpt}H6AP1JNvVU)G&zSf<o)0(<Q
zN2+?ODIZfRX+bQNEiEbV*eD%GsVX~%z|LaR{u_LE_%+U)+xOigMdYuFpAUJvU8r7;
zjZUhQN9E3J(lwg;ru0ho9H-S*-7OQ&BTlGc<|~SR?Bh;0>X3NwTANZ<+KN=!3QCfq
zl9eXmNm5}+Ai)X-K>{#1+;skZ=1LY#BlRrn6eIw;4R)2CQHKXpiU}s5DyN_oxB^o8
zQ~O0iW(fFIQ_8HSsHB^`B~??+r<zjR+mofLQp!q#k`C(08_7_7(nE;TF&=VS<*MnJ
zg-ce1B|~)P2*`p71U-$N{{UHEYp>Gh_80iO_G9}({4C_&e&$VMn)%z|S2=RGDpFSb
zJLlalgH_kHy&|HAOX#m%9+~$fQ`WrIQr*>Eq@oC?BCeZIr!Hx=e~?KQ-adfbMsX5+
zn7NKO1~m>*)SpM|jV7~53iV6XJig;=3w6W$B?=nCSf{08{Y<ge^Qq_|)VPJ0rB%y1
zWkDyF`I3iM>RMZBj<J{YolQ$~)97ugdX~#igek=#$B_COZ_#nrIv7b`9UIB_lWYUY
zt{-2AZ2bIAeLf>tirMEBsi&x#naGhYoOz>9Nk){RNI)tD3ngyK2?<EzuzVJe1eG>L
zBB~UL^F-D8^`T@Cgrde=sXzjhgK*@t763+^Pq-JE^CBPteDCgUVsBt=+I&RC$jRSf
zU~ibK<*s3%a5q(>YHXD$Eulh*=Nfgwl&m4Ano8Mtl&uSf*0NHh91u9hnm5pgTzk`C
zGW%5THv7!AQiZ%0QlUh(iq{)TP)n~hOyg{lgt(-w*3!QJ0361ay`I|SKs<&)k1Wd?
z1dkG9B1GIxvz);Ii`owkEw$r(lYCwQfNccZ*j%{P8*M0x((B(iOLX+kDWlR-5LE3#
zsa)w;Qi)PoTGIe2KQU0EU1SA>Q-yV)Atm=*TH0S!^|V<O?a8nSdAC5w1dvdQ0U^gr
zSmu`C{Bvu)j8mS#7|9ucWMT#Y@7l!27r(2kQ|bp>O*f>=Z<N+P#S+|Q^4eNc4b`~9
z>Po}SxRleS#rhp}Jq3g<!S)Z?3+zSl)9trg@dr-$D_6-hl|K)3tqQxCndZJ=f0j{M
zPs|lsl|GwKr?o+&>LRt$=9gUMLaJM*rl&$04%CMqrfJK6wfER#<8RoLP~;sq<3s$C
z<zK{YJ6zQCCb>J9Ds|$+T)k7LQff@<zk1SiqfGE~RiafonH5y^30r{`Ds_s6+v~qO
zc5CMc%}-6?{{T4mcl{0Wg#5pE<buC@%zbA0AN=L=^Iu9fLlB|)XQRGTBv!Wf$#>py
z9&Ap3HpRar>jjU|=<)IpMLI$h?Np_0sY*>dOL4}QKXtbf`K3kU=38#M5}b7_<uUbX
z&>QHd^%fD*@O|YewJh|)+e;~?TVW}b^exA7NhFcQr%@mb{$OVLvG68tCw>ba=d?h?
z;O624n~`~&p2Zv1VjlNy4lD+FjzYzq%UbkSR3s%Wx>@N*M6lW^)U<;#>e)&Z@}|LW
zsl_JnK(`jXMMmV3qcUWbDsD+IZmA|_4BB{v*pol*!3IFhyqP(-1d9vyiMbI52}vYp
zVl5r`mkpWjx3k#rV%a|@8UV)Gi;gTF?p#Vu=5QdB7n5i(ascpe6T#FY1Vy@r6M}Mg
z&i+qm$vY4~KM+BQG1ypbx(9LZF>#K^INVz?7ka+-wt4W4Kn&bHveM0=`?w6j^aJ#6
zeXY40>|geZd*dg>4p!!lZPCBI?=<qAHkrxm(uSzcsjgJ$kJDB-jbgh_qjrfb>D4r~
z3H#a|Y}B_>(jQX_VSiu#lyA~^@N@0U@Vk)t3*pDZ?}=QgsPbRLn!amRtIo;ghAAsF
z1!y|9jKe6T&~@!`#A>x}S5j3}Q>oQb&?cSgc5AgCR6LIm0<E-fwkGfi?-{+UMoGQ)
zfhT;C5i)V+dq5m?TK@niJ1>asmLIouRP{>QEHYH7G?UR=JrwDeB@^YKDwQe{RLH5E
z3x-zsDg~p7oq}QWu}L_x(KF?;5|J%JYQi^C3R3dN(KcGe^Ciw^DoNV-1KJ~Lym_&<
z=ZehL)UuZoPf+^_bR;^Kom**jAwg;NQiTApm4H*!2ugq{g#b;c&Sy3UwS~>>AP{G4
z03pn0ZzANxlNX;B&5ii)TpO019>*(b?J>&Q-Hns8ChdLzH&byJzkDhThgqe03^KMG
z9)c;<Ql+WD<Id52+4`r_wX3D-w;f-k8*G&{+iiqR38#VgwyKlT2`XvYcOWRL07EV`
z6rz9xz5webN+c(XGGhkf>Y0Kg!1t0pql2pCX26d=CvjmJ0PxpOd)d2t@(}>x$@KoN
zK=EhiZeZS;QbWpSrk0_)b`blD`@(6-ON9tiOf_05U#fiza0RnU)9MKec|B}4rxQiW
zdWvv8b{%3wr`2u5bpz6=9-;tHg(X%q3k2ASw*+7r-ohp$du;+N1|SO!$Kn3~EbDyt
z&fK5KT)g!<HNJS}jR%wTWY@mkHkx&QX4NTlT{zdg_**peg0i)dQ&P04H0<@fLG<AK
z=FXQURLRp;nR2BeQ)Wz2WFlG;R<$gfB`H88lE4e;5lTuDR7grv9ZD|2DFBsT*105s
z#73e{W-S|=_nU7SnG+-%4j3l{<cmxbJ^k=A-qQ!y4~u`Hm+gV@Z{fGZe~SF>_ra$*
zQ{l%hYJB0Y)M$L`sk^Dw==v)LuTg73)7<5KI+4nsx}nEfrmt>=Pq>iF3NN_ZYVvW0
zbn2RiQmVyiZ78eIRbpMOX#!9ZnyQK>1Lvd_DaRPomU<KNvZX8_aJUB4Z1&XC&#KwX
zVuKl{rJS02iPSTbJrZXsS|*8WDIg_AT7vg&W5f{~T0BCF5JIL=RLQACwFE74R2C4e
z)F=aR#hCIIBQX{|MoA<_02Y8RApEgu8N|sOAYfc(1<Y@W$r5}?^Koz}o>E$IuTAe+
z=U8P7ywlYyTR{ax(WS#$+iD65ZO5tGZPj(9r72B1lv=7%qJ<=dB$V`!uB53yDFhgZ
z=^%rHn2F<_0B9}Udk}Bazc6mwyEaEF_AqnW?n9P+O{Fn;5H|vB49L7~o#z}9L7bc!
zGB4v36P%C)9B}|ah_F6)j|a35c(jAY$wSIK%c!KTmqo4(hRea)mW2xnXeGs!w*6|U
znseo8!UJnrKAM6-AWiJymtgM8vImLPh~Nj&wX?A2U<(Vzy)%nMZZ@5>?O|w)gTkCn
z-K0&X{(DV;_A|A&py>3?DSE#%QPaE`L(NiY^wm0xuPdn`RFArV+I0Gqg08>3HlTu@
zo|hCBgj9D?<q8C(=^8ensMG@6pLymQihoJ9pfpz4)2L8csA0v2LW9qGzMF{j)YGXB
z370=#FUPhh(=)AuU4VBj$1%m@RcWVcTuUr8>+dX-p{AQtt}Ky+AposJN{N6?uy4lH
z-z014VY;nBs%;vH+3Bj*s~DkdC?&Ne3uLKvXi}2%WdT&bI8-K0f~e=ceQm!_K;<Tf
zMEZ)CN1@SE>Fl9II+N+GDOFo?hnAHk6(UloAd$wT>+aMzr>Y%s_go=PI_lQri&S)l
zEoxGftN=+eEx3*^gA13lHJDtmZE^<3)vHF`PeaM{t(9up#;0EVEh?nYsTx9AaVc;G
zs=HBAT78u`8G^$dMYXAaDv}at4SIr&VR~MHr?#-bX>aNZsMH-UAyO-8(CfhzPf02W
zLY_-xqy?!-4joem@{5?h0mNc#EdXBpNUOegGckMhN97T6LE0x~qmyOM{h8&)BQdyl
z%v@y8lXb8;awaw{OPe{1S3+9UHEO4s2o3$+wIY_8Ne!W}9H*p13^;u@no5g^Qq+`w
z@s2g{MezcB!H)Ab-bvm;;u2;uV&nMEOhz(Hk(dCPi`%v4!Ud$JBHIMX6Enj<QE|%s
z(OJt50nSfxe2)uUaTaoFOnoz%J%rekCux|D+(eUmTVdGjb9>2&kupdUI7Tgd+=Jpa
z0!b5iCvL-qCg(OXWZy7ycJ2+t5=lH7{yBU#zYL*l@*%9xlM7#n$d|h`Osd#2P0fJc
z0B<pvH#2GDBTKAmbS1C4R@AbFSL!s_UtKy@qa^*^eQYX71w~B})B!L;PZ+6<{A_06
z%*gIBo04n~3=tsS!yTqSBh&=O-uxN<{J{;ED_@UDZsu9-VRw6IY~B1X8v}aNPI^O9
z(lpxSA>};tjkdZ9%AT+#E>%$}r1a$f0Etu;DMnm9Vye~3)k#qa)%2Q&9$9U+(@m++
zQ?bx}B$Dg2m9CPopHa@W6d_A-wx9IU!@Ag2?<9$l7B@H+?Xio%;w3<MAQ_9B$C&ey
zau0EQH;x|ofN;*)F*;uM&m*Wj0THk(No~(jdUmO&S0xW2mKt%zP*zkIBc({DtV?Nt
zL>`yc2~t3p2}q?|pzB(BbX95fEv1y9$DM5gp@xv4N($;}%e3k0N=lQ|<biM^=L!e_
z-sUh<urO~JwV+;X1kL3(rKnLQNu#c;q)OBjwA0nR!c?RY(6t7ZkfkJ~5Tyb^NP}U-
z<VS$nanCk~20Swt{)-H*+FL`L#j!Jy+F%j*5+>i5upAv&i$?eNl6Ju(10+uwvCK6t
zElboXblq2}mYIs$Fqab3Do@DU^lPK3Z>cHt%98kWB}*->3sG6E_pVo|{{S7PYC36d
zo1rSxs}We5im9`XqP;0CwFv{$VZv@mCIH~V+B0jdneTI#7@RGWTd--w+W8)N#=9~I
zgChd@gAink6N4s5I~icX7@q**LE1YTk|g~jJiQ}Kd!SHr6${ENha7Icp0i9+7812B
z2yxb)rF5Z54UzYT)}^}9X|*IgrYNhIb(FD9P@O&J*sBXwI;jg)g~Xr|v(ZSmok~&x
zQ7TGA6sVXfBz1lx-N13{6~T8o_2f>xTnik7mW(v-c$g+2TQMdC%w7m42)6{<(cD~K
zK7@DMd&bE@Nm|mRDJnwN7L@{m6p}$olM<CAh$%4y856{3Gb5|cHvBsn?Q@ZR-a7s<
zTeMowt0%u!4cT!MliZR;=X_*ZJI3&4_Y#mXkpxZq=JRc`1_X)X6NB8qweUvfZbl4`
z6DNr@)32>9veMplRzqzeYjs2>VJJXSlzL>40e~+cNYWUaX_lNcY_jkKOCB~BECt;y
zpaf-}nYE#H5qn|{)HdxI!9C5dZW$!Z5Hb#TBNpyt17qNxGRe`MZMNU9s-x4|a3M)U
z^$odLw$xGkL}}FPey{)*l7+t0Ex1C$TqU=CDym;EQz^emy-!wJP@w9cEa`Nrbd&&4
z(+0Mo#*zC#38<!V$wP`u9V=l@WwRaj4j-k9J7vy3pk>zCaR-<gv+@sxNK=YR8%ma?
z6rl+TQk1n4075`XDl&dh0W;<&GIT2TKvi&SN^MP-k^0GIndcA^m7ujqQmVyzh+0<B
zMKME&QdWhKuvG`O`o%V;sM@2_SSEcfEr83BAf+x>I;ZtV(w>y10s7}a9cmD#UR#)T
zElW{S)TOwhrKxIClvbiiQkG|_N>LJ`eqvNflWqhKWVp9?shFN8n?-E2zHaOpEMJ!#
zhbu;7qeZ7%flk(HN<nAQ^jl30Gru@f;l~{>RD_gEXz6LC^?c`~0WbB-?E;-Xo|{cU
zORe?OHdj`r+*I_gx}dvKN?>%BmdLb(fD#jgn~X$eN40=Ip4XkAn-c&S{3atfIomQf
zB+;g#&8H3|o9Wz48!m#z&yi=aY|D*vzIB~_=iDzo>fLovr8?@=<BPXQ>Qc!jAOR%D
z;Sl$OnGtv-#r%F5vAN<tWL)N8k06P}L634`cwJeDlLTxI1*FXQCv5CAwnegH<+*Ad
zfVn=aLc|R0&R;C7`V923%Fh!d$e9FSM42#2&4D>Li)IAW_1-9LqVm+!ZhDAiYAa<c
zBI^vVsS-%}k59}bC=r?xZ<`FN<bL;w@@Kt-9vM;E+aIl_4#48)v4SL5Zg~%5@wLWx
z>}Uc*FwBp3tzb(YJ>o9D@Cm3=>8agu^njIwEs;*Jw36*RRIXFg1rQ5mF0|_*1d!Ns
zrD1-+suk-p-=}d1saaosl4+6>Mj)v`gOFi1wwU&j2Y9%(pj&OH%O*gZ-ei~rO|Le&
zlOp|x4B6O=3-fPntiv$v0j93P{Mdna2HXJV(Q)adp#(b7Q;X;<{OMXE$y(fTw6G9+
zhm=5)u#qQ$OumGvMFmZ^QWoQVF0_>_B!TL-Txx!Fi0VBmJt_fGk#8c<VEH3?AP62$
z`CZ`81m|FI49&;}N4cEu+W}|F=OEg!%Y}*0EZ;^>4YRXbARf+c9qx5&h>$mk@pzrU
zfuAE2a&RTd!4{6@(-DI<1jVQN>I$cV%ZgZaeIA_DAr(C+Jx~H)OQ}f`dJ0k&f_i}m
ziMH)Aa+~iI#IV|uDiKWbsp=|F3>bQ$6^$_IN$E<_NT!i8Sy;?1Y_k@>`n(GpUfi2l
z9LHld%d$J|mT^L0oC0x+0}&oUi~Cwf3#gpQ2KN}oE%_2R+lqiNu&>%U+Py#<NkUf8
zY?CT+^ern3Kv9&UnSEkZ3JfIGRVgd0OBFPg4bjS!_<c0UsBAcvlDal4lSf%lRHda}
zf@!|;8tZXvp(u4}pmGl5urT9sk#2eMiZjWGXMG3J<IwZJR=1m<&i*4NMkm^55y5*!
z!H_1`yn$#`M{r~dS~!y0b)=!k8+Eigj<%GvEh%w0>ujie=>`EK1Q9o$DgOYROw5_h
zt_iX5M}HZY0q(IOu3Lk50ysbs?r=4+&<DPm*yiFTk!;V1gPy=d9^Lki3EOPN!1j?7
z2KPPlH-}b1H-ZhL12)flUgO_~J&t|iGrV@#NX%wq<!cshUsQUW+}}sM1)1_JM_;4t
z%cY+2AVuIzk-f1Qn4RbA0(f^M+VL_hd)_AUFh)qfYIA!<i9O=+y}`VLx3H4r#>V0;
z-fib#34wXN_`LP7xqFhG0Uqv#8UuH=-*`KxLC0Nl&e1zTiHuF7+(<Db&%Ebg69eXt
z603e(ZQ3s(^ES8xtWYkFkEE?t+MiVwB3sE?R^khepa~^RHtIkMk~(<K9z)R3N*(xv
z%V>23rNjbO65>oPAzr$Af>a0!fgnr?jsP3koQ%)=I+8NG`~*Np0!xl3`n@&fpD3~C
z!yM(z82<pq3ns>Yaj-k?Gad*djYN^T@o|5An27Q_*csb7_x}Jad4^~I02nUPZ}K8-
z<aVE-9BU0yRy>lnDQX`?tLJTp6p2E5);f}sEQ8iWm`Exj2Ui=q-}B19`%M1;{nf{6
z+y4Oc?`?naZqfe$^@`5ep*_S&-ttMC84#)OJ;o=A6Wg)8L|lWL*g+E?#w1!-LvAT-
zrMDJaAGK*~Y^DO1<vVI!N*e-H7Fq#7LORX3I%(7E1-_zEkXbCSR@<ww0mVG!I@&-4
zj-;~bk!Io)Hqq3)dpY>ml|Old5pbdPCU8l#fiY>3!8bR^6OudI9jrzF00T9Hw8$(i
z3>B0o_U*p%l*{YC?xvj-uC$1cm(^0F0v!TV#GR}w0SID|lmr&QMLSDT>Lik<UJk$4
zDj+M>9X3h|5|9EZ>J5gk!^aIX5lxm}s(HG4R$Zul)g`vrWeauZR!>N6rjQEOwQLd!
zi6jX(;-}qR^d5Yc5Q=w@!>zefOp2iEfx@1OCAx~o8%L(3yz5M@mI*>1TWWEjx(cX$
z#J1ayIO1AQrpjD#YfDI(=xivTO$6ViAPF;Lno==gYs?Hz03aBfd4p~qJb3Pj$Fs8F
z{ofe8Ez=>uh1CVLTL;ypX=?#w1L+i0{n0^5k`}NOnU0T85JFPvIvh$8`kd<lw^rk6
zM?jFGx^%SR>QDfVny!}a52+zW(D(pc$UU|m@?&qriA38zN$w)xllhBS1B1dVb$u;k
zVbcAD?ba`iP(z-hEK@W~VX}`%R5qy{Ds!f_RZ!xy){>rsC7|4KK)ULiOC`q?(iBvd
z)KsJ;SCSG>NHV3$fEgpGOqvsEwAdN7t^^1k24~xXK?HmI%mW{WAY8|22o7W2n=vPc
zcUzd8f;Pk*v7az@9XZY;g(QhP6R@86JDtb|Anpvqs@rS?6MgP>?;B(p$v^JE{;cQB
z3lWfqXKz*`)cyos(pOf{R3fT|uA+{mqb*cYyyZL1lW9Y&sV*eM*eDpx+;P&WJ}6XH
z)3vAbwu?c|6it-|>MD|&O=6t{07F&mp-NZo^(ZX~b=7~2sOgTLQPusn5=c9lBOt-p
z8ySPbkVq0t8+qC<;Y8YIZ8zeD5s~UM2dFlUB_UaknYie44aNB0I~sXEk~yg*&Q9iJ
z=@sr7PcHL6OD-2mj5AGKf=i&pHXBWIgmn6=M3S8YT;*P3<;OZTttPUK1$`o*v|OWf
z?daArT&Hl6euO%urqYl|9BX|;y@U}S;z^s@(<I0Scb)S?_>s*TBO-*>BUaM7Jts7s
zVWij5t%8uBMJ3<xhMEXHA-0}NBPwiw2NlwD8>fi4?Me27*#=O!JHvvkY}Nz~A5nfH
zG-6HfaeE!7HW32-u1+F2kKyk#^|$2&&u;x~PJA!sz?6onxer)+A;3*;faA(B3mr*S
zJ7*G>=vZVKQFEmAVKuLYoYADTD(R`(*L2qt*4Ck+IITgYHFN3~n?h<50%1#WEx5vA
zQ0W7!hT+V8A;m6x!vZ@*H?$z6-pXO!b|%Hxlc54M88;a3XjS4#?*#8+NRczboZbN1
zMtkIMH@Of-0OBeNNm58qQb|gJfdwQ?f(#y^f(^lmzY&rA>+N|s@8<AhwnrLcP_Y{2
zY~RNSsp7`}0EA>19iYfEL}cHEJ7x^v-cBum1P#f#kq3wY?>6iJgE$s3;GV~)fXILh
z+<7;*xEHY|Z;`qHJ)937vie^9nkGpk-cJ7j)GP)Ei-_KM4|B8$yc+;5=J7Fmn+_?+
zway~|UM(2GzTiyAw+jX_A^;;c`r32nBQS>>IkC^4x|e<+#XzaO#o$iTKp8m@05%uC
zBZ5iyf(#g&iMSZRFaVoHf#I~%)eg4JJ1#!*)zXHULY;BNZV-edsbm2*8y?(d2Q6zN
zpYLzdeae+Dns*<rd5R$0g+xP*KI?S}2_W?V%8kHCDq2B6uxAaIy6k@7bjtW?h|X=9
z-yluEjm^dJz&)-HVdCOR@BaWYIM@!0rc*lmI)^f8$n@Fu8djLqR;=6ZC;}QTwA&3J
z&AN)#6AJ3EPh68#%5<w`ZRwi6s(mmXMRuUhp21u=6kA0VJI|<f7K#+Qq;#bYB~7?q
zLh0*t@zNddp>Q&6oafrZ*Bb1c<FOxDGA-;b1mKv9x_S*ltqOLMin67)mII4ondea1
zJs>4(Z3;?Ci2wzZoJK+8B938QJ4tGTOwuUShy8YH{^$3tL8EY%%~evL4kx6-f|`jW
zgrEc^7S)`=u2=f0tJQ0rL*YTz1w)9ZQdFlMC=|`9x^RNyuDQ^Z1eYCgWED8Fsczn$
z_xC}$X>9YhTwEBxS1f95DYWVfpwff1>Zxg3g?%yut)zbIX=!h|T~UsdDX?UT01?Df
zMaxY#!?jx7Wm?xic%suZ#U*G`RFTjs^#`e&=qN5MIGSgd)*EcHkm{XdSt^<NwlFSt
zf%Ki=;^S@rM9DWj<V?-r2?E%QiN@En$E(4CNf$2NI%jg(_wcwIDbzF?V(6jK9IQ}u
zs-B}+taOy1rNEz7k5BufB&Vq^1gfFbDc0q{;|?yIv(0*&Z@%`P-kqchhJ6Q`(=_T<
zT2oy;B!1Zsx(Nh=eO!{H!qlR5sWAd_Jlaf%7Pd^p`H%wYGiVS_Fi&DP7qnXjM9&fY
zc<BMiJ+i-jhqU*_<yN6xs5l+3t*Whb7ZvJNR6S6zrxaXqT~4WHTw02pApGi;5>HX$
z6!mpfjt6NTa-G|wt(B<?QcM*fl%JUd02YNx6q_g!VQb)KH{05CpTx#*!C@yLM#g;a
zjAQ#@)+-L~*T`|WbE8{Vjg4CCRq9FBwAyObbrQO|LY*&CbE!a*x|SMxnbm}a1TLb2
zpoNqvUZ77ww@oIQR<fEcNK+|Jgrc8SL1gp>lA^O(z;cu*xzv=062Oj?DN;Z<IrkIz
zjj()$UOnUq2T;U)EM#wM&$Py3@&YIv3)_{0jSK2}TR6#AX?lj9Qfnz)X$lBaZv2k0
zzfrLA5{ib@;|o!3L0tjDu$2O&jB#N;+X=9XY)r?GtO>={CZk_MW|FPuk<?VClD?)?
zqLPxQSXomp9-g5tHm}7pFB-4YpXf%Vrlcexw!ZVGEAF)+C{YVqnOJs-=Nu3gqSHpi
z^^y|^mu$yg7aiSN{Pe^EZN2R?+A##onXwW8IgT97#P<e7fOeb`WSpzOCQlisG`cE?
zR*$K(Qb|fvM_!ca)rl@Vv^3gFt2C7kdSMHAHBkvufeod=0**4Wg1b+1)2^eaq;Wtg
z34Ny<^%2sQ1-7Lm2O3&dg`viZlC(IN5Tca@s(0z?BZnPY+-($hWC-X+ZbR9@ECZed
zn71U{cZu*!91~(NZS<Mok#T!W85<j5=Jt)G=P(DzI|JlQ;6MlKf!~0ez$dtX4&-M7
z#Lb72al?SuyC#1gv1m2y))qGzZrr~s{9;6#T;O)KhzD;GGwqT>W+eRtSOfTdCcxe;
z#3U26&G84dh`vNx2)=9#gJWsAKZuimZLJD7AYTonR$>M8;swZixPBJpt>UEI#CY#;
zCnS(Sg8<~jNiu@Hj12h18P50Zz9tsj$iCp)9p~yK=W`qc;7kmj`;sz9Bevc4Gk|;B
zK1}+1Z+_?lws#lL{a4A&$4uLlPGcKLf+Gj<Az3FkBNpLE{-Yf^HU#eg>}PWZXNdJq
z499!g3EYG3NzcCrP>_A3NWcaMwcy-DTfY~_v&EaFL7l^r-~P$J2g&%G#OFUi0gMX^
zfAJ?av|otH-Zzgnj^;Bm1dGgDitSO>R5rJ%>1tkSu8`}^)4Jjsl9Ynuh(SUmtqC1!
z1eGKUs7%c<NM%n{QnZ?eRPqRY6$$|>TVbb~qWjbIuPsO=4OJnPl=Qm+mk{EfxS`p=
za2PRTqI3gB4*GB|V%B2DE^=c7AxH57`37f$d~Fva_=!2Te2L<+O)5GRuU+YEhY&qF
zVB41H=yZy&S+R91_Drcl$pC!9;-69bsutUHI(n9}!h`h`qOI1{!3+5ts#Emo4=4co
zO*)d|2d4qGEh|OoV$Z?;tG5ib7tj!GW`wQP^tOd5YM4q=R-#0yRv$UACgMQI07<%T
zkf^d=sHLT8=haT9UwEx_<+3{0QAtXgok6CNB37D3mkL&fQtFVTrrmWl4mOrn>xG0k
zx0_?ArH0&hr_^z_Y}0CUqy>}&^#r9e2~QMHlW8*|4D{OG1@^)5!XupRW2@#jb-s2E
z?H8yNY3dIehl*?x$EL~@Lc|ol;BiSxn*_(*Qc_eU1a$>8RiT#<<s$-})?RJudWAgl
z>eyRL4mMKaODritKq`Lhm?=*{NeWV|AlO^?PWX^TuY6txN%6rT_X8Ohwf8qNX2Z|#
zPY5uu=z5!2Ur}?zi$>c=&pg#YqPk6Lp@GxU=%uzk>;<}%DGMf@E~>?EC4{=AB`R9U
zN=Uy)H0c_hLY?N0Uqxz^%WNjANvU&7ew-m)UcaJ{wkn=bAq5XD6z!k_(`ZmxcS4X!
z>;Myka4Z0kiLs2C+kg;rjBPXC`JKsteZ+BG_6;=di@GyrCp^J>0PU{}YV1UAhe_qF
zPN68#b?>-`U-a8!nUIQ4MUf}(6?&B@RU$zlC=ImJt`elE{Ds2JJx`K(mrHNgb531l
z9Cag5(-xgZiD<xdyGmVCNF)@^LK-B9Bj!x$^Et8Kv67Rt!2AuM&Q3;$Sk*MbRi^4S
z)F-VASKX>!VJlJ;l_a=^mJ;X%D4$R$5|qkJaUp#blL5m(L)+EJ=a;LWqO0_P{4@Ip
z^B2Y%{{V@ct??V0bkB*pe<IM*)A9<mH^mb9TT$i*YHKweFJ9Ml3OeecN6a-Js$NZE
zT&Ga1qAOvYP5P!|`cr>MXCeK)tNsT)$UK|Q+?zx2vrOmK^*TOqJiM>GYFz16$|_U3
zQ<^1hd#^CvFDcU|p~}}-9cpbfv`mpu{a=}^bGdwae8-^Z{KADKCCA;TPMxZBq^$I}
zsL&+~Zpt8%%GRPADp4pCMY?`V)tpLO)HM!QadFh$a|c+{(z1gMwEZumR@w{6675S$
z4YsmWR1i-c5B^QIRPD&}ifL*N(}V;jsMbz2$sUVV3`%J?yw35UQIu5QTj_>TQ9M7O
z@c#fydS}hd75l6v39Bdr%zT)iGz$ll^lluRlJ6RDgKq?rd+jhcJC4R@JQ94yN6j-4
z-^jm6ClPG!75tH_Q&au+f&DjK)54P2tkJ8OsReGUrIuGrRNYv8)qIIzEI6-N7Ntrl
z3e~EqDyW`SJ#{Tb9Y8-jH7q+$@<F%E)2T~>NFwRX-y@Fs9Lu|3J2yfu95c1@8d@kx
zn+Sq#Y(O_T+{|_pm@~jh9@0TR;FyoC!I?QcDF$S04WRgo5g*O-bAcR3sE7cIpCj@y
z78W~5`aF2!)&Ra<v!G*hekJ%5m7Gtj0t}skqVP$<>~q+j$AFVC4X&Gb17Wzmz!%;u
zDUu8f1Dikw)|-%UV`H{B-@X@oFz4TmJp0Rk3_cg~<zF{*=QmZ<Q1b6C(LF&+QK?kY
z(NyYHNJUPiS4Tj@Y-#jWRZl%tRZhc9Q@FPr2>>6A`SK}b&Z?=MDxR92RLS)f6XqsW
zJc$xeW=)+sY{HpxrAn5SE@Z{2C_)mYsDKF?RHREvmoZ6~EeTTAwW+102^-2%l%f)p
zr72R0Q2`?7BHAgj24}F4Zx)em;}iMtfr4;HVcPkCW(Gu@?s)qH;?LL%?St?ykhPDA
z{{R-g2J<f@@*aa-rfJ%@FzQ;DEI&<0SFBexrfH#6+IGELUh6e=@3BaVwkaK?OYgFW
zA3=4nua9QmgiVE@2?W5lNf($S<>P6F;@DO-AyrsLCx_zHsG6w@sl#h&tE3`&6E0$;
zs&y>Mvc%M)WVNnYP*PH~D5aK?esU^ls-^kLdGcx{g>EWjiKv>8un?k>v?)L+1p-66
zG02FNl4fIjn+(B=f#zo9MtA`RdSpcQ^JtSM$Nm5uLT@t$;7lAC9k+?!17QTF34kXg
z#DYA)24)TOIpdM+;p4OLkFkFC&x@pG%I4V;a?I2w1Yd6ACmqjxNU$Bp3T%_)j{989
zh|hh+?ZkSl2hagF21ekK0LjRJ5<$-sX{Tx&Lo7D8opD_)w$p2M)u>5?wvbk}2qeJB
zv<TvK*6-cz<?nz3+2lC4^hXZ|TR0?S1DV<mz{F3B52+)Lo$yEE3ttJoG<+iXr0X@6
zEqpZipU6KD9jBoCr{CXilX<I2<|VO2YtZcn-ri1}QBC*8+@$rKL8wBR3kO+elXb)B
zxu`PEg-ZLLnrgMz)2A@ofWZ$35~_y4CJL0m0YIRutfU(3>71cN%Zt^u`pW9GDaQWc
zp;4fuEifB(I-Od+=<PeQ7J}LX$!#Dw(p^z)9~zozRdm%9l?f}6RU&OX<T)Gir^_<t
zCB|FGQiYkG!;Xc^M9FKGuvCeOQWTKo(xiltPFX)I+bI1h{inZ9ciH#jU)l5HC&CU?
z_*wDCL)QK#d@|;~OVjn8Nqm>5(NJnU$4#i|1NDORzHQX1-O)~#^Dk;hYMoA2rl!9_
za*)yw)^$IanoT!Ru1kxep{uHCkuSQ%JFYQKpO#en!3Cxp`I1!Q%R*8JB!t~t8$8dX
zX~m^!9H*s<qyUxG>n_yl<<$W9L+#PLw&|%|{iAE?KzJo=qvlWw>ao;0$C))XtyMa;
zQV^tiW}cBkhL_SE0WB6O0}U;-hTBSgM6F#YNh&7isBBM@?V9p^Ls^IH)jdr;J$+hh
zDpONeHmypWiAa)?mCjKpNJ0nEO9EWo+Bn=R2BN{G&67Zd%a=M}nz1r!=8~kPDFxI^
z003YJ?a1X_<a*sXmg;rwPe;)b;+t8dezm%-RIspCA8LY(yj?<2Ql%%>ZNQa)5T%fw
zGPHWnD01^oQhJ)FIn$-py4599V@uFWt`)XkO(jCA>XP!BOG{gYq|2yjN=t^FvBxl&
zxzCf_PVsyYbK?8}o5b9a6F9eP%#b7MNdkMQI)R&T@6P_d=;a74a!yA<pc%M1STPq5
z&N>AzJF!HfX*p|2p$JmVJCsed-k~Z>WVKgaQB733igm5D`i;{gPkYl_t<%)gscChs
zdZw}MQjED>%oPtkO?EWu@mjXZI+G}%Q)Z@>u9Z6B4LT^<4K}z~TAOKD0<Xm5xgz;L
z@rl0*av<L`*by@V4`45C<_{EfZyr2aD_PrghQCJQ_Gi}Z&7$bC=<0-efwYA!Y^g7$
z3A`z5X-i5Yq>vUz%QFJzjNIG+cJ}a017IMZ#Bok`>;zwXSj60bb~E2`lvcA|@>y=F
z#A*$&k4dD~wu*(NzfaRj6Hws$$Ze!_C6>_eLt&<Z07?=QIum~1S$@xCP7Ddq-~E%s
zg5ypcgkz^T5DB&74BxSizzgg+2GI~qNhz@Z0OGvK0%q9<imGy%eSJ)+l__Z{^juPy
zX}BFo4Lp|}aYTOMRa$RlOxpDn3{)&8k5i@UESEwnkLu<1^$=P0A5!T8;3R^ow6uDR
zu0o;l8Q;6(d&SR-TE)m~Y8-Z#Z0&Ox(Q^cuk&(Q|ow6isFB|~OOy_fnkZrfU@D2|W
zQ%<1)#WcT7N>gce6sDBo2`WMyyGtVT(xM;(f)5mlF&^=0C%?RpGke9Rj~*=m9huqO
z7jg;BvvI^0*PxvCfI;!NFiv~i0gdc91fJcyLCt`{n_}d}=Za*D8^mDSa&8HNX7RBk
z_Tp0_2{1fhi-Q@*Ye|?Q+(X#?G_&(Rgb33&;t3!I)E77Q=mbhd{l%nMXKNFD5ny|8
zOc)+IcQKd~le`m=+=Ik$WZ>>+GkXwcdje*{{2+e06C~hU-Y?t(0{aE?*G%~l0NUy@
zV%%FMvl84%8Rsto(>KJxlQ-?K1})s4B{sQ>T-Z!O+>G@SNhW_TDb1ohL`3}$VQ-<2
zA(8FBfwjH8@nL>1Z{Xqo039AKWIH(fvV5;#efdlh2mBrFJ)q+N?~yO4pR9jY2#eZC
z9pc6TfH>c1F>6eI18(!!g)%H~Be=}X;$u0BOcHpFewMiCdVTpd;s(uwxVv!)zKzRQ
zFJSRGydAeUy}^;Z8;OA(=YsxChm(D<V{!qA&UlYijwHmHF%yw6ZyV&|+$qobuxxQ}
ztbGOTe2xLzhmKiypL7Ga4`_BJhC_>H`e_r8ZFNLo=P;X_AEcSK=Yzz|<0K4-i=S*k
zy~bh*%n8hc695^w&7x#&l1~>@v^BMoX(=iy5``o!O*FR~M_Q7U`mO}@GzyfF)UuR-
zLFyAJclEa}7x!lNiI)u+zxys6U(^PyMpOZd-1f8_@7*TE=1H`f;=MIxO(TK&N{6Xl
z0ED|v^Ncu=7XfXlE9qBF!fb4NMnTObnp7!Tj;TXV=uC<_RerOpQo0I)7AXp-87TlI
z#_B7YeYL1Irb?T9GMm&i$~P2gbhhh?R+TjVuBRO-NJ~XP(Nem_IZ~7yPwmxIkkf<&
z2SaYQ=3h-uj^6u1+#bWH^m_|6$gtEHyr$N5>h~z9!#}RYBZXAd4{7MGD=R$^;Ax+|
zJ=9kO7l|$`URHXt$feK)BGaz0)|XzI#TEU+wQs(*Tu67IQ6$&3ND`mfx9T<kQAkk<
zg(FyhT-7Qm%^9k3njlFuRIy1%3hR!#b~+IEKw6N6z8!HWQj!-6Usf({i2iZL^D-dB
zZ*Vu*&GGE<*gFj4AO(ZJL&?Fj19v&cL}iXbT`bVl)w`*>`%Se?%&K;hg`@!5*7MaG
zP)G<0ORcR2p-XY68d3`mAxTy`vA$qZ9~44~R8-HUzxuYSQ%<K=g&`#-kc#KYLY362
zk5yd+O1&W5X@tz;MSz{AK)>O6&Ac?JNl;n}lCVOOq^N?G0!Zmt`I4lmB!U$nk<vl8
z5NoHmE;^on2yTqE&ipOFj(6%GSh%UCsib$&tEPUH;E+pIO*+evs|6G|lq^UF3=wNz
ziW34nL9nqtV>Tbd0Ny|$zan_eHO!jRZ92;9oT_G^wkjH~Lv^Wr4HSeSZd9emQr}4F
z>1l1sNk}Q`JWb7Bf~nV?tk9^ETx|$P>Zf1QgC!(&IEIJb>D1!WG1kFIQI#cW2})UI
zrM;OS#`=g3nLfIL1&Iy?&bM<IFRYStF);vJyx#F?zX3SEwnR<A-@pJHT5UXRKX>Jt
zlPv0*mYdN{)UVbwNUTfsfBVUmP!y?_%#s%KWk9JSETt5AYPrIJLs6#cs{6UBaXNK-
z4k?z>B}sj^iw-5kfTPfqsZf<0i|}l;<T%?~WG&1?CN{9ij}Q&=%EisHyT$;X#}nMZ
zh!96@k8|#LQ*+WWu?KrvNfUr$@XXv)P}fqSr)p@b>6>(@HtW>RvfGMDS5QLSLQ<j%
zNFgMUQwJPcL68UVi$V4f4TrHO1OsH}*7}Y?`5eQ=>dl?VAd7Mj!Og?!@j32b2oWSe
zyvW>VdHiFCJ52A@xY~X2Nczl~6v+f;L;+zjkT&{}U|`37A67{I-#%u45)Q=iFWPUz
z`n;^%`$5P{^C#c{$$>fcuyA46*vN^<-x!hq0IiSR1X=;&MCKrv6Fb;Nh79IKyWDXO
zp=*(I^noOM1Gpym-bp`SBIj-UO~J*tjw!k0_Z<#di-L3(fpSaa;>_=mV0!b+Tnoic
zz-&LR<l5H)#7rCS3)=H|5^>y4HWRTk1V<44+;3nA%##Bbj7)d84rJ{n_r>;^iSaYI
z@5Fv!4LRIBj}wu7b<P6j$2&iBxFb?*+L3JHeNjKv86*2fK!YUq94Qg`fsrR;Ac+$u
z02^8d5Ro^WljM&Ba4rXtc_V^<0&+Go2vD`7+S53m1D<X=X_qIs*ESCD7HekDlYd7n
z!#Q^V7dF-;Nh9+)iMj4#c8eLA?B)%xFhsx+u<l}WIric*H#fP-pE3lK0Fx1mnUTU4
z&A{AA+6e~pY>6@m@OZwn!!PRJn`Zryc=Z9Y{;RXK^ac896*{jz;}f*xWC9|?7nw7{
zo%aS}1dim-Y(=mRc!U`5F&T^OBMOPMgE2ON!9SJ1-X|T*69z<_aI;yg!rHT2*3A8|
zvF6*Z#>b%MY{uG)yjN}48d_Xw#k8;`3qqEaqCcFKB!vTM1QhpzM-nv)QbHCQaVc4J
zl{DCK#VJ6jI{Fftg{4RNs(KUDN=g(bifp#y?jfccapzq5TWzE%#}q*(5`+S!DkS`=
zB#X$7H?2S6=CbnwyI6LQmbCPORQ|O80NtM{0#sR}AUa$UA-Byu!2p#&Fb1%4FTu1K
z=*Od%?bBhI$&H%qMn=Zh9YH)qX^uR@j#Rp7lE8GRu*ECRC5mMeAplhx%7>av^q?-J
zyMnisD&sYxa?Yj9RX=yp*>UtCAUjb~-=fPUL<m~jQ{f;2302@I1tb!Hc84lH9dh&v
zIy%mBuSq>mR=DP$q_*IQC}cE;A3!tvH(RJ_$R#iIlr1>TU*az^YK^9qiiWgW1SFxV
zEg7{@HXAk#sno2#p_Hj9aSW`L4@D_gN_8_?@@$ysEnvgLa=%E}IMVjW3o{Z9xyE^~
zhZK5y=xdqzn@rQ)QD3L0>B=>g@1?XA6m>WlMKM?ep~o9_vnfgGT8Kp_xv!Twb=9%U
zJf%n~nJ_hOVo|TGQmqfON)_nSsG=6y*n6RAQb}lnu;(pWl(i{pT9mcPT9xxDN-8Bv
zB*{0DNtr+U7ZMLT8&g5YJtdH(H`cJ)lp+d~)DlR61wzIr1Bu10ewVi%JV5oscQ-wM
zq7GiJ7Vg(QtaCoUuPtiTbxOLVlh&G2;*m()s1fPXH_=XrAOKR>QRxJ!P?*7d+XEY2
zIQ%%Dt_dn}mR$KjyJeK5B+0cp*h-DaB!wt|m_0a}O*cw<nW$2_M^P0F096+t8dVSp
zxCKfeSg4!v9kmy1!Qcj^{jIK1Ljj=4oN`WA2S2_y{{V<JZ!4R%hGB#zmr!@nahgh2
zYDro3W$LCGZmOkeTZ#>?rRP-JVWyiXWtLElHTt@mh&2@z55ZALb=9uwf}%Y_M5u{U
zlXV-ANRzqzP+_`Ge&&W6>nLkd=><xaAMkcmNl}3XM4Lbp9r)0RHnh%UUjjwE17m49
zfOy<g%uL#e^HTe>Crw&j$8~E`lH%-GhZ;w3@{1*O{!n)6oqM8Wjk4N#E8SC#`B>d*
z7D2Ouph!PP!uN^wTKC;X1bC6K1PjTu_mGN(gpoLm97lUeB2Di(;+)7aKaOCFKsT@>
zCT?zG89l^c9B01PFh$M)<KrDSCd$l9f92o}ha0(lbC@<sh}^&)(q=CgK1OdG1zs*D
zz>IC$Y%obNBLMMFsvv=bHnpq(k!b=y8{Rl1iO%2&u&|8yI3iDjJRy59ZVWmb-PmU5
z@R>HiFh)QZ18n4&xxVwkAOa+i0sO6g_L23uz2GnT<XrwU5JqpXHykV6*u)b*!U!--
z$v79paERJIgHA2t&f+R{5dv+IcoPOeoy1H7k_JhVP9RCi`GgreVkg>TBFBnzA3#Q8
zB={K{+I(As#N0)<J%kf!f&A04IkFsETWWO|%O`C$YnYUQ5-op}jOW-|Z#an;f><-)
z3ju+WN7nbay@=StVMPA`>qUs1`(JMT#KGXS+{LX1aba){(l<WB2MDFDX0RZ&{mwbv
z&mz$&?Yx<S1*bcBKZ!FCq}ux&oMX7iAJ$0k6KRv3#!e&&?U{m19OH-8m?U}3z_xtb
z0@<0e0Dc4>AZg6$dp4~M8=LM-8IWM)cG}m+w+k3IorSI~dkDCkUJlnl%o7utB4)xc
ze!KSu*HUkI6W=D#ZENg2T5L)qF=NY6+A-7{9(~a%lNXsLGak@y5OLhV7T^SkyaHpe
zv|b{@;G9h0XNZ$0wq#=#0_SLvwnt;d(-azoQWoVM6=g$B5FBxeXWm0)L<FU4Z3QS%
zD~M4{k_225jajx#b0>=p?DZ|q_Xjw)2G;7mwt<U}HV{65<BZ;k%(~|;zA7|*N}`N~
zbvV)&*G%~A{W8H}(EucRjg=;TLI@FiPs#d<olAO!W{;r-(<-Tz>pGo1G9PUzD(P#{
z`@+kLfzr~@g_5M?8(Nw!UZwl0s<o<$(p^$(X>`g07Qjg;Dq^;=)~TKbI+EgBDKd~!
z0*OVqxVHlAbnVnelFmS4;8?jjG3)Ag93Oog@yh(ndO7EonoVNINZ0v%s+O=Q4v^(V
zKdJ-eDc#2^5GUlOxQlnb8l6_1?Msq1sxD%oN6e}>9Q&TE$51LuFEHp!DqI3Ombzl;
zlG92_wxV@TS*NF{Vwabmt9(2hqtx|1P2lPpPgxDWr&1-lC#1($&k9OFw^EN1Z=E&D
zH(z^4a+g6(LrHDsbZSOvT2fLH0*_F6-%=6?bJZ$Il_Y|tm1^Dx>tC3%yV;LuJd8#u
z$g^AmTs^vx(Z){PVmULK)ahYdzpB%y2M=9UBeZnzg#@WzdaLwllqE?7rQ!%uN=XE9
z6!P*KLLAh!tr~$IsvCKh>d~oc3<m;N>MD~@FNJgkBszfbb)|K*;u7m_HjT4R__3{`
znCZO1O-;;Na>qlWqpq5~Anw&=KS(M8N9J*rx=A0lK$2>!mpK=j3J)slr$W?S0Dh#`
z%YmgR+#!n696eKDlsQ=9fCtk-BZ$ELQv8%y>Ckr<<RA$Q2;r5%%QL4Nf(LwQF0;!N
z$gFHuYTA?OBknKL(^F8<xfwMGsdA#JGkYN-3ct;jRT}P{P5%Ik`EN{Us+-Y#>P|hY
zl{p4#Sr4hE>6{>{0uZ!-1boSp4q)XSf0mpn)o2`Pf={Pd&+X`3xPqF7<RwZb%{}Qo
z2j*-OeP^gxocYc2W6yE@yi1N=(b4WAhB*>*^$Rltt+njRHWhO|ylI)GZ&IkHr(r!U
zH$o9b2=x%?NnILQamLc?O}Lb}rJ*i1+JFje1Yw?i>W3Ed?zsD|L2>7tQ?9L0AgO99
zTFs(VRA2#^;(<5=Iqz|Q8IOI=cv5k=umFLz;6^tSm>94z&luDI95~(bEZs9M@7gaD
zn;Z<2Zq_C-BH%!^v%w&lF%z_GK*lHcZFoFD&hcyz4}&?pK+T7Fk-;MJe;)TU5Ik%z
zFl3oPGxq>Py_j1j;^(E}W>10G8~*@NgK-@~WXYI3At$sOceKZEt)|ipZ3zMd=f>v2
zSNzA}<ONr?v)Tso44>==dvJsFaLgL#AjOYH*4Ji<$(@Lp7qE+&9xiZgHW!plx5>FT
zGZ@_FHu6E@1ydjx?c2zlP0!(zo(Y_b-@(0(;%{IwBYbd$+yeGs!LMOsa36usfh;0K
z?ntp9eiq+pz6Qqt@B<bC_`c*`*BcYC7!o*-RxkjVk=XBSn3HfYXNBf`iId>u2{UmP
zkb7`|4SjkOa6sjeY@Y62+9xw?Oal-g0Rqx*AWjG{J3vmud>?td&I}0l#6U0x_S}MU
zf2wQ&fjJ<^Af5@xGZsI<$pXaVC*F5OFP@+a4BUZpnK#hz9B(NA>_Hfa8%A>^5qw_!
z6CJK*Z8sujE&Wj!k$BCgxV7>zfv`6M+vkK;APm?G10ZH{dmF|+u!(ZPi&z)CTy_kY
z+e_WrXFaS*i4i!P0&kD`k^=%VHrp4IgPTa+a$;fC_+m!jz}_}Cj@{x3k&q@kcbVMo
zL4Y7f4;lCP_C~AZF3oo!hZ&O1@8S$hT65TU+~5pkPDB_0*kq|SeL{_;Q?pj#q;SiW
zPN+Rb=kEz}mEN`rx?FGv0t2WHJJ7WHi=0<h3D{Wnj>d3DdA8edrxEO-dl?oJkr%zN
zXD~i4-pGvM*xU=+{Co3rpAh%hm0zRQ$*j|rr#!W|;_7sWQy{FQHiYSw4k3`!U=t11
zG_|OJS8_x~imJ6GI!$#Zs-==eJ8E4Wav&^_s#?@C7HkSlBh^VzTWAXPJw}_tC6`nX
zpn{YwMJRE7EwWSsiBGKIOLGY$q^d~-M9AX#syaj{ee+adl=>)iibkBSepUhWf>K$g
z^%L_2h1MY{QA$dnsY#!G`@6gJ?v0?%$ECyn0Ii$kTsLf5KEw2`2I?4kop6=<Z#Lsg
zDNvLwCBP3#h0<aO?k~k6Vo2U1_{g<^v=Q0}`t1Jz-56qyr%niaS7g+*?KMWSdcs+4
zDrreH9;HZO$55Jh4QfhD0i^(^)TY$M3VO{FqLnmGQm;s;TdX*BR=TUY3OWLm8d8x`
z!VD=zEIj#AmJ{iKl$AVX(CYp<#SfVoZjV?u%)VI&#Zpk#*DN<jPPYn{QPc`h$WTFF
zN}q6{mdHX>vR2|pNF>;CC#b&e+7|6y5n7Yh8ET<5P7jd_0ZOG0GTM}t0n+QJQdX6r
z(Av<ni^sHD*V3w*N1D}<>7~aF8~(LZXj0VMUwNfjO-dYEQVBpy!M~L%Sd`8UVMtLz
z(o&?Tp-EUEr9hCRsVWvwA|Qzh5J2MP4DvP&X1fLk;`w*82aB`!H2R@GdV8sq7FMFw
zFQ)yArN)4*_1Z}5LONciT8T@FDd{a4H(KK^dX(+cvZzE$NvMT3qT*JCReI_|$%!qL
z0tZ16)zxDs-*7>hH@r`hGXoYpFi+6?0b>B%_nb-0k$w>B?Pqdszz*BCU|&5zynec}
zr2!QcRS&k66(P4>ac!WH0ZD9<+6+h#kOFP{xU&ZKu{ZJs?sxaMzhI<EBt_>py{B{F
zZ{LXQcbO9)<X$E(Cl<trw8rCoe+U5FG|lbxPF5Dw=aa==pacR3NDy(k&IRs!3}o=6
zL4(>%TqH~qOh}lE4CX8$)oGFB3=$*jk9dLD%8?d<crn=dkW<@WVtP*1y7&0u?c!m&
z$6x63)i2x7m(t=UPBtF?C$?Z*oDqJ&+(A1|0G!Q*qudBTP9ZUaYhEJO_X5QBB*m~e
zCgx9l@3sWk<Pvr!BOw$EWX9|+@APwVd+N+H=M$R?nH|K8kOpQ2wu9a{CQKQ$orUdT
za9~(sBiPJ3yUgx)fjO8a_pr6W99_`S*6LNXx^|mORj6tjg-tyb1qBNZRaVy4Rl0_0
zsVQk`(&N=NH4nIkY1n18yz{Olw$i021wudsk^lgbNnilEB%1&Q$vH$Ni<Yqdm4Ie;
zEs(i!VRFnbZ;>)jdu(kR*pnwC$({)o`dY)zMBc~2#taVC%s*y-w1+8ZFY`||{hz)!
za>p!EQ&(2ib00ALD(Af$L8YS7-$gE^R{pQ3=rr1URN8%0t<%?3J5rXZA6glxQXEoJ
zt{@_BX|^r<*8;|E@7hNjdRp2#)GB2iT{T>^EX!KyXUd+0EM|o&Qr48LYLY=3h|?}?
zslb_2Wy}dvJhh=<C<~<S5*%~594un2ffph+o7ndmpCWG;o)zNvgRqRu4BlpLWM;r|
z2|ZUJW4;8N$pl+4Bfj8*{`tkNiQ5rz5opQdb00=6sWvy`$*sk}bA56%3hra(AbmR?
zzzxoE!Uu70HYX<lUeRpD;=(vn0z3?o2{^E^kHdWMq>up+F^u1AVjux{GA1sF-5JKV
z$TgX-YcS+;YRyzU!-#o@TxHhCC~=jow@^rd(6kh(B!XfHF|dQi;Lks6{{VJ0dXlKM
z`c8!<3~SVF>LsNqB_Y&Q65U^_Aqqm3P_P_IR0PRZlhqjUv<;%tBYe!jGZ<Z7d-n(2
z;6d$p76N!doaJCc9Gc0|y?mIkjpClCk@Xa%y+(&v(5eV26?${+SJA1$LG>yq>QIN8
zLH(!fsTQPyP!JH5k;8YBO;XxVE^C@UFbC8U%{x^iP1My3N_w53uPypX{h~j5pppAP
zKq-@>0tO)D*v-OjZ-X`&-fjR47$je7SZ}}Mc(u%04+w7LM^+)*qmW0b_2C&^Pe#?W
zb^2PSomD_dDM_heXl==oJtt$*ctAI4Yac00j*}l-{*RxGe2eyf`(peL_`mTlRewX|
zZcEp7%AR7?Y4j&KmHIk8Q<J%mK|<Tn*rcwis8XsmR#EHGQoE?>=~2{l@ZEJSJBaz4
zM%H=ark&k8N_SY)=+*--()teSEFrR_64_g=JZO-k1xsb>bvM>jmk>!&-`mnO3YvAd
z&pJ+t%5{x0pGEyEQDTCr=7ViQhL+3Ktvu=VTPiLw))bc%5qA(c>|YG0#_*g|2CG!W
z(qi~^ZW&amDne%_p1zuGEagg6#7&l&f?U-UDrC8c3Sy)!Af)_iq@t#tqLyhsZl+Ay
zd7Ff9iF2iyYTe!hZ!(EVDNqHRC^$c&U($X0Prk>$X+N>|#6N?d2Yw;zT*J=%!L58a
zt<&f$ejD>nlS@@gr1L(7%(}V;ugsbiBU)41TXb(yzfnx}Emd7x4p30LU!m93RKNLZ
zobQu+KqGOu?tJ^lS=0Gz;l)#mO+PicT~e14wkd1S=8a7HZ~hFo>ZvJ;-EzUV8mMRo
z3VPa5TpzW0Z}fP5yt%iRIbWQ<7k!qs203GzH0oV%m9_e9Lz5k>uF`9imC;t!R`Ulj
zGUXF>Ew<aJXH})5s7q@OEdehi@zM5AX0|uT{s62ZPBxkhHnS3+hzgyh#c<gZCe_WQ
zrIR@lr<quMm8CLh<;?S83R)gwinljXjwcPG!uD#6(xR)($(cP<x9jR8ODdYVa*(i<
zl*vf}GSa5qBwW7h0q2&R%Dly_G^gk^nzyOYg*a-KkxfclN=t;Ms;O)+xJc?Dw@E!f
zK`Kn-+vSZak;EN$n>30<DrJo;*VgM$w0gnDUTT#HW}V4sB`a~|pefeWdXdxx4s>Uo
zG%jJ+xl5f_snP4)xvW>{y6%ZxRn_{lSkfw&r&rM~o}J~<A=*lcMN_Zt^50WGD%6yr
zTxr=6<|pf6X#7aq6DN#}g`sFf#3?foFd=AK2vQc60Hm!dNg+s5NFhLwQp6GnesLwh
zAx@G3Nk9ZB5C~9H5JMcp0t1c_yRN^JC>(hjc8#d(NhoYFQLNVe%hG+ag0~Y*rvlwY
zGoTQLY7`cfEcK~m^r96U^{+0NQBWEk3XG-~Pohw>r}~G}EteNikmX;fL#}nHFQh2A
zvZ0962_oZg3EL!KgEuxi$9(XyjiC0P#^j0aEr=3F8i65*EF0BrZO=ZsG#gzk&RjLP
zh8zZ`lSSoKU0rL+sI94}tf*A=zf$v$ysVKfxK`q>qHdx=Cg*!{qq!LtGa%%ff#bf!
zz{~-;xVecwNq_;h`xED52-`QA-r16Eaj}TJ@ao52(Wvom*f$V4XJ%(@I%S}^cAs2%
zzWLnE%#dxp^KX}jHxb|&&BWktA~0tHE(JUc?s03x2=6wVNFAo?Z?uaLcY}kr06y0y
zcyPb3KabzVqT0-I$&Qxs+tMl$1OqZJ{`n+a-oTy3_(X{rAOqZNWL(Y6SpNV6c#9Bj
zFN|DF?d&dX-sFN!rz2w^*b-v$Co{Q-kT|?Neb4u_Iu5{DvUY187a-;`ik(I~_y=o6
z?fmOROzmsL6Nw`;i5@1vTLLU*){z+(2W`6^^V-mF=1IQ*neZ=?CnkN!7w~N&ctf3;
z-zMhe{bxJr5+v^e=Eovai<pTw8)SemO{@U1F(jCQ;x0SdPjGmQ#&I2nHkdy(=5ZM?
zI)@5(h`}Q8e>?+d*x->7GiM$xo}Yt`O!EXa#&^pw24LniJV7y5M8w)pwC)L?JBZsj
zR-eW}>5Jd#vGWHec!t?Ca~;HibCYv;%nVzFAVki4W@cjdn_OZI>}KWJ+E3pDlU?-H
zz~j#Of(x^7itRe<N)9x&wBih<Xi-AaY&w#pl$6-S0xdVm;~<??eGew8l7_q0M?hUu
z3PY_aE&6D2s)|QxDhk^nD@bwGw6!)pR-8(lL%5SU$ALaU_Qj`bZNdb^WDVr|#FG{q
zMj|jcgO{<md%Riz0@eW9+UR{>bBl<)Pu)pCSbd@puTjD2)OwDX2`FfaZ%MO-%daR1
zQhKMSi<77IQzEIF?LF`P=}syO6*T_<IZsNOt7@CqutJKc*HDm$6Vy^r`dY<};@RHz
zoxzW+L{16ebrbGD7lUIW4WP*$_TG38SkJeMTfu07j~5xc5q1sg)3=0OKTlCizfPf-
zsogEM>QM7eG_^MJ66-FdD?n14b)_N3mYGA1sVYfQ2vMar7&0v)PwvOm<QoD`;O0$K
zR5FLq%g(gbLw=L!Y1Ouu+72PqwE9q}bs@wdVGac#Eht}4QUT)aI)f@pNUGE5o<l)t
zQrSwVo^&WHr>%75wp36`RF$rsYm{`A9;J0TKZ{$n`;U6ocX!h_U<=<eOIg4cwqnF$
z4Tq86J%;2D8yVrv;@C1E?sFH-w-&zh#dV4oJ$10Ensq9nDW<1<HB^MttFNtZ*EVUE
zUTPcZ4C$p0g*dQT=u2*G6kLPM+LLWmY1E9@QaYB1s&2BKmdC1w*LLeyO;lmEp-U)X
zcT$2%mX#n~d}n5ZhZg{`e6zDZE{C=>>9pKj`x0j2eBL|fxP4fRZcVQ<bFmRP?Hh5L
zdrs5z`iEK6H33lVJL_TEeI*}yA1X-dO=JFzG<vXw7SU4|Bn4Po{<39`pSWrC^y^Qc
zuU@8W>b+K6>kb0?1v6!81FZ<9NGbVAA~=Iz4Pj#uhHOp4+;X-4wq=fa09x@HO)F8Z
z0aUb(y4r(;JfIt58y~eFczB_K(QdDv+kyud2Th`-F<+`vsYxg*rPB&E7YHgSbbal&
z6Q?AlAw(^zs(_%LpcFa_nEI_ky0T4WQ}2&Zx=`cFEv3Z}l`RcOZ3K^$me7;5{{T0O
zN$h8)4|DVe(0-9&AwoF5`^92)7rnFok7q&v(2U58=j$pObSb(mDT1~2q*iK6Rc%N?
zD(Up;<*hxn^r<pjrF}_K6VT`$r>k#Qt7=u>EmdRAH|ey3%1T;frGX6vFvxACDFBid
zP*o=CGbb0-5qKn+CIpORlY_LGw2*8G7Z(S({KOMIyxdOwO!!=AdSq?kvVZ`yb{mss
zyV}EmyJW@0OwFw(VkbS$1*|U?FhzipNyxFAWZLH<ZeUs?5)HV7lbeGQck(tHNWI7s
zEgS`1<PXLq2)VS+o12Y~41l-Y@9<rrpd4AV0A-MOIhQUDZ<9pkNj8Dv0WdORE%?rH
zz)#ZMQHdhPZcg93<0AZ110AAg7BP$8GA(mE+lOtfv_a3C$dDq|GC{<Ew?S@tc+1%r
zEQ8syehl{=rr8VFJjUXE&Hw^Hjkhu;2m}!`!kLpZ1X}R~;E#E{6XP62;&4Po=F#sq
zJ8eIMSCB!^iyZ7TznokWwTDcbFxq!?9g!_<bhBnRa~+q-g}6lLe%n~&+Q!7h5Hc+w
z&k9Wbaz+V*0Cyt91JrZcVI=QAL4N|{Y+%XQo(m4vw2S_60yebTClVIdOq=d<*3tO#
zj6lxqlNQh&E(5zZZ<%+V+s5Yo#1W81uQ!YDcO-Ycf$cWF*PD+UNs4!nMeheb#Ngc8
zO_h9NOl)K5CNp9`5r8B{Nn0xx%Goo0+#-M<`YqA;cO1DF3<PFq_5EW`Q%a@OYEqUG
zw6fCHDrwqEz)FHC>QeIv1u28l*{~oO1RK<A)UOs%s%Uz3Vi^t<xlA0>D=M9Ke``}!
zN=R8k%9ID95~UH<AS7|E6FDQiUIx)&Gn*5Wu!$xJxtYf1V8`QPJIRZ{W-h~CIWc>P
zj5~80WY=;5=5yCkZH1(A)k8^3j_R6qLzNP@6qa=g3VL~xLQtA|*A|chQj^qfI+S`8
zrPLh0DgZiOtEOsQbw78eru)a-bqB%2zjCV$`fWfbscxQ>4z)ypb)tKdBe6F=PWJ;5
zY!X1=o016x`w;|4x4z<Ydy~NB_p^59Jad5stVqi?0A;DZM(vs5lx6C)O=5^Ts;xG)
zrs=`;9W?7*Iw4C+mG_py>C`&gT1wL4NLn00`H-M7a|ag9#2LKr69YJllLGfN+KqJ@
zN-1k<SZzuRQ%yeN8d8u#l3i>lHs}Q@B`ZRP$_B%XviX{-sJ?YNO*d0rKxr$esiSSG
z#@R)>De7s11(KoFE(EPzWUP|_rt|UR)vQ-6ayka$NEdK;z4Olb#=kzqTGoPNy?`Pv
zBih76waknhAH-*D<O#e3el`_Ua;-?IadbMqn&C<XB|QyG74*qij<r7JX=<hxWQ4Zj
zx&l&@B$Wg-Z9VV}2QcZ*7U{irQ>Y>BF-dd*G|ZQSsHt#4Ahxt70%V1#BtfI=e%o=s
zi|G&+7X)N-;M};{`Wu&M*XJX=Nd)9hEs!igxy^<GK>&+D#e~iLoW<mK#BrCX<?U{i
zAiJj2EiN<ngsPY(u_<O!Jw>jOPX^N@B$o;x+5~j*Yp3aYj;&GmT{eoMwc>xpu-cXo
zm@rnbdRj~*j;9oaq(~+$!LB=UIh$#(jxlXxYibRj=#D%sbEZZtN~gJ!NU({#V$mYR
zMlWF|M*sorW-&GZL}1*JXp3i}wa6`Lp%3$hy{70bkP4_;cvtGmPft-wDe1$AAebJb
zMxbPRe=-8Aj%wuoUp}8K^6E7@g#5|Yd4)ms^@IQx)glmrfKT(ART7Bm9UnP^ad6p=
z4B8G2%K8_GNX!CTJ`ePD7GMK*0@}v4qjG04>&W$}H1`ok1gg5NNTj3)j-@RxK2lx)
z5J{&?!~#@A0;KH8<^D?05~Iv~!o6a>9YkqdyDl(P5+%2*me@pf5D4p}a2O#f=vsKy
zb*^ycE?`ps09a~O1%;pd3Y@B%hzNicPSS!LDTwNS)Lbb1#2f1Z#yfo{V|xyn?rwaW
z99vR7?U>5;vFs4JXDoOO?%BRY+Q4*<n!kvu(^z(sl(aoRmsoKnDyS1*sx2f0rAn%N
z1d>Pw9BQFRS5Hg7DO$7|?M}Z_c+_e&)m6{lT&jJ?){tVz^%Smz000f95|9#*kP-l~
zC+Ro2BGdVZi0Qt2nL3T8W=z}h1jzTCVrPS!J9E!F4t)JxVulT13FDjC7R>SdFB9tj
z04F=#jqlj~FEC6*fJg>B#7x}UZ|n@o1PevDfF>f*1mIXj!LS6*MTn7+JQ&IBV+8$R
zZ)i9G+Ytr5Sut<|S@rb*0e%Jo-mHi&K8?@dEJ@YOq(I-?_9F9xAJyLB*cjWjvvaVX
z<_)j}z=%xm?lXA<H?)yqHlF~wz_12vb2kJC0AGI7>^QpjxqPzI!*<1cjJ12W1KPu<
zW5lL!JK8t6I2MhKk7JX<>KmKyW1qu_$<5#!j98tbW(dh6w){S^=kore!|p$Ks{LTu
z-0{u2<(^%F!K3Iuh*f;4SI<1rrR(%H8hh<(Ziab_OP3xVt8KUjr9`r(>e^$}AuC}h
zs`QYCQlzAHam_WJRIAgN{b55>Pp;^SGL2hHD{-cZ<e?SpfL)+`i<X{_nJMclw;7L%
zNB;R7*=%ZYlm7t7%ww@L2e>`)rD@u>rKD5}tunFtH>0Gjg_MU7uik0Y9;V)DK#;cG
zLfTM2G8Mk3(1FN{5tm`@?~d=~Odt7B@{GqlyxQ#Dob3i7k+}xq`48&l76Dkewgg<w
zvU@<2VxKk~Il1|J;$~*oGac>(k+u%)OIgbN#9dCh70ddgt4iC|w7N#ll2y=z6xL~M
zB`RbsXj7_ol0Rzmi#-gbwvmh0`BziX5Y<x6HGY=)ifvy@s1<s9*RU?21v21>Ek1_V
zGtyKtZF3&J(U|sgj)>vKnB>=OGRpq|TF&oy*CYte(Z9T6_WBLvNI!uQ@`)k{HW!bm
zxghv7`m-7F*xU`LF%~BF$l;P?&P-bIa7~T;`2-M2vEoI(Pkwz8$0BoV*jbom6OrBq
z(g?ZS!N{-^wgiabOvoh8Z$IYl1pDXuxQJKo$Pg?Ej7;_xn}P0NV1VLAcb}~0;=llK
zBp4hZ0n{7)&&K3l;oX=x4<ck4iJQcb2_j++{{W5sp`H6ki1yrDv;sT`0~wlbTjmP4
z8f~p2wF;<hPO#-eCXI)iKml$x{a>KViB0a6oEf@F6<W|+OG$fD*7TYN#Ydq~!fFk6
zpu`fDIB2NDo}v;!3IV{OBoI`U0BDx52FJABjzOI9(TDY;08V4Sw2N$eT1hc^%z}wF
zj{qBXwlYR%`lOADrk|AP&0}rqI<By!sC~w&l9jD8k<oOiH4RsN;;FJgBorY~6p2YG
z=rvj9EjEF~xu<fzktUe1@^yt&YiLu7Pfy-jOU0Bh?a4?&RDlREN<rfFE$jA0bC?C#
zW(a#d&5oQh8s0U=ns%YYvrf~Gys`sqvW2?p$-hb)Kr2y;^njuO>f>Q+l(~V*H#G&&
z8d^GclEp*yuhUVQb&^5#Y3d$ssUaOID=B4NDH8-{&F*H_ooR*>TDn##RHaihLYC-L
zPt<3jwbLb+icn*uIO@m=1d>vf3_H)gP_;c!>yJ9=>RYa@ZaA|LO59&k)NK+;AVd-c
zrMz1HxQuKCx#r@;ftH2yZr6Q_^){PLQ2RQEG3n^^*bXwiF`AuOr`%WmggVk$ZM6ab
zQk1nI6ChZ1Tq>uNX@wh<+J3jGxEfHer_}2ysHscGtEI|UG~_OzHjoqYx}aAo1xX-r
zsA6t*6F0n*Ch>fWd*(t<eW2QJdl|+twA$QP>EXT}vj$_I25TKJ$6Xw_<r^y;#^o9i
zoi|O=C|zo!?+jL^kW}g{kv%P%s>Qw>NC%}!EQF|%LO=*gDC%6xuWIj9y<Mr*I;yz)
z(i>2wVe%$A>8V2$>L4hIQ&ZAF{n(5Ij~~4T`6qK>AP`8udjW%}NWi(?(V2p5Cpa)f
zVnle2e6Mk)d^`Ex#k4Y*zT>fyHa3V6Bu$U8JSl+}0|I6yXTh<y)&$&$;xmaD7R+|I
zF?(Lyn~)=dWX|w>z`?Q13;krA@Qp)9W+K7!A(&mk$aHhSh;m@#Z2JoUL7v&{cO<!k
zJ?9w7!H>ty;LM0*NRVVfHj7~5;?i(-IpCPwUgVGtNVW}ze;;6lvew;BUq;%K+BMcE
zGv6R$K*+t%vB5Sw#|RQ+>;;8{Y$Vzz++!Hx6SN!=7>wk>{7hV1921j%{{Y7`7ai<H
z@ClS^7q=@o$bB0zH+x>!c6i=2E`R222&Ja0m0v?1n)K~Vs;-eu9H9Z#7g$P?Oa>fn
zCjCfQDhFdtXTz>;ax3Xx<gHc98k#o{{*d#ekW}k_ic?Q2l@J@IKrmNQqLNj~WJQSn
zZK5DwwgE6LkpsBlW7{{Ac_QLW9^hu#;<;uw91n*bhCX|vJde?08Q<vHwa+3n7tT5!
zt?=VrqG5HqX{F{ZFiM-P(VlLosj!&}RXb`f{JBtP*Gg^kk$yA<1vaIjNmFY<g{5Gn
zNg%;WfgMRHAd7)~nH*&_j$qbwCyhpvsMOH7sOv*Y3uV)h>r=Xy7<Z(B9;<8Vl0;*T
z_;cQe%q*s#o-`y>z5q*l-jbBl*C0uP;tG+}l)xk<)io0oq>v4<%josE@6132B!?Tq
zz#O<7t~-s~*xW}eo$(-#q<(kC!XTU;6pVMrf2oW2jrIa0bo!1!qtzM}e3PzIYb~gC
z9Wt@zX*E`%C0z;&3^t;hN}OtyGbJTS7U#N-nW*U%Dy7t@-=e4&^y*Ngm530g$@v^b
z{{VfZDKIR1LI}<^0u7$UnZ|i$9rSO&lVnV7b3O5bFE_Z8atXcc19|rE7`FHJi;1>4
zfi@>;#Nv0EIGGY)K(NmWPD}&sXeI_M0g1`jgBIdNXJNox9P$UNJ6K#7Zc~xp{F&||
zV-OFvZak7r?tcJG1A75B_Oytx5yT0#;~1EX!Gj=}@gjR08L__P$8%r|_Bg(6I4ESt
zm;e`WEyDeW*7uy7PjWCXw1^RS7Z|^87W>9x1_`ti1jI$o$Gq_o24>p>h$CQNM&C`O
z8JlQz<)NmVao1E~4YY!_sDMd?q$xy%g%Si2(ygu#9htvnoQ(3mM~h_&drUz%w1JNP
zFk*Zj5IaUp$It_w&^Elq;@6Mq)zrySsu?t;3VAAOrD&&oErq4Gl4+k>AM0&LrA_)u
za1cOA=vPGohEdcNQPz3_nhY|vAxk-JW&Z%XEd>T8NNwO$VI!n<aEbt6TZT^Mv}U;k
zJK6aR=}z{6_=Du)BkOx+IAEJ*(*!}sxY+GE%-%9=SLxKK`E+KhA5bv%rB_z-ZJ19<
zX^JK3&GjW|D@dtTQ%XvTTxr1sNA=dC5aVoAeaWYk;@oP1EzuzQ%@!8gl}wi0Q%hk=
zX-&AbrASi3!q%mdiE<gPINHUWvA=I_d0RJ1`^pIkLtRX`@>NpvG>BRnY`CvY+NT+9
zYABCMv?#dh%3Ea)Eoe%rG|eB#r|Wu9wpOx=N@pK^r+{Ci%c!VT6ELMEzg5<%UJW$j
zR)oCbR>v6pepnNaGjNy|6M-ZWctS1OVEq6&7QD#Ea!3*pSP)p2Yc{L^J#uSW`QF)u
z)aeX|lTSfYP*kRiPuJCy`h5_mf5E7b$OZ55e>Gd32q1&jdXr`<-RVLQ8)YrH<BhGB
zn?u03kd-9W1bykof<z$>ytF3eASr7qv@!*bGXTkp3EC|Y{7twGjk<l!yLbMqgOYE<
zox1h-#Ipb$+QfrqY@PGv$VAjsqEw|4RC<)99;Fg)qbDSl88;-Dh~hJNJAyNN_n!va
zk_4QN5h5`MYu;{rk$>WS_(5K6XuL)*7Z<!_lYH>;!^exppk27!XK(1cGxlG$CQc$?
zc9LQU88e$jqAdpH3y}wVz_g9YxsKh>Vr;sI+zUhuUh)nsZ834U;xa5JCS(FWkS!oi
z_q=3|CH!>f&xgh!C5C!6gJd)Vj!k^>Yg9_qg(YcHkhG{NDg=ckNxDi@45djhXZL{#
zAWgW-HLcY2mTOt2)fg#pAvLWBA3$|MZz+nzlvT9hKQLHyfUcQA2c+Sz><-3Ai$OE^
zdqmiQ!UxUf0Jn=k@0l`9hTL4eo;|%Hw;b)Ou{Y`)I~=(H+4cURtdi2|G<TG@73tIk
z*J<cLEryy8GKJTrN9J3uDTm+=l%Sa6gPJ{h5~mn#HS8s2CH*~OtpoOcsR~O{`&}rK
zwLH^(H@xQ$B>5JAZN0bi7q}anMMf$greCQ}`^+pPr>&P1%EA^QX(~d3x>S+UNA8da
zP&NS(vJT?e{{ZF6?la4=j<KBX4Ee;t0H3Mxp5;yKK=Ewt;w_!0e4g{k-v)j^{7%sq
z%v_`J7vi79-dhb;KIby>hr=Fn*XUZL(E?c17T&+hnk7{WH2Pz&vYkb4Da2B^<6^By
zE+IT~jenEtd2d;+<&I>b*7+xzw5Qsn)j4aObgIo8Q`2hHl(^#>gH=@Y)tYmNWyC$`
z>Kbh;s%c4ZS=3I}Rdp2k^J!$(QqHN7z31uWR7#mXPU?bH=VYN~WWCi8m2adnhz8^c
z`J!x<EmG4mT9$|2LS`juK(IUM1gJ4#Z~!d#ylL3D7Q}YUfJ_*R$ee?5ehDHYF?l$N
zg9Kvx5HAL14nnI&)ae@g!l{<!DM@h^bmcV^%5SYnLxt7~!%1I4i)G%0EiyuWQ^qcO
zph?cq4dekG!cHWS8SlD}uW0H<OvGyTySaDe6Pz3Pp29&fVKEsuffhU+K%2%*#!PHT
zn3(`y9pcd{_Z|hTH#rbVBGGBE7vW=b8wj=VO~e&g$p?Gh=$0(uoQ7*~U@vif8;b)H
z*kc_eSbcvI21&3z<Foyob^R}ue$d|mxuadK)3n_emp(ImF4y&qPgi!XpGnj7y&s-5
zEk{wV)gPd!rLSX8rKG2I`qyacsjC~MZPimg%fSvOi!02MO^twncbNc;_W4Yh93ZRM
z<e3sOa%XaWwggRp8+yuQ)>2hbtx7^Fsi)H|Xl?YSe5FcKlI}N>6iQqW;5=!Vfi_gh
zWRNByNF*EmG?ch;n0t2-W*@q5w)fk6>~YOMW1qBtE^^=6L*R!v^A9-u5%{Ca{ISaX
zzwt|#t99L1U#;c(?H5gApH0zgt2JM}9a^%MriOy1k(M>qSy&D)NL^i9Uxm)AZ3ZF*
zt?n*PMfQ+$#DA|n;GYskHtm?;`dr>G5J)F|u>?-!UyOC+!^wsl<i8EX@a#7duEf!a
z*CM)P%H+vHr7B#6$V9nlkd&df66;wT%T{cVl#UYsz+_-DC&-aLbwHmvGgPUeDJk7b
zQUD0uPCy;&lWiFyK>q-2ePS;Jj{x3hzYk%sGh>O97?ZZ*ZQ|7A`@~2WxH*DIymp%j
zzBUarmAQ*p0eW_mSo><aA6f-9GJyb|nwpg}OsEAvy6J$R2pwrBCdWQN&fTNmr(5)l
z6p$id8JxxTw)h+80LkE=KTW`}^N|w~V+0Iwynk{O6dyjl%{na#Q5|%8bBoqBB&=Mr
zx@uIREU9vkmlo=qNKsO(g^oVP_$}}!lis7C=M6@Rvr|o5XsFXEHOATjw0xm8Pf;PJ
z+Z}5PTMa$y^tMppRHy`W?YY~08(?rrnAR|<iV9ztqN0$-qQ0$2D@8n=<G7EalDV^1
zLM2N|ly{Z7h4XtofLCoEAetHkfOka7iiw1YG}1vzRW@U0T%{;N0aDgNeu#AsoW34>
z1?Mh&X&Q>qIeSD=1vUDUF8Z}dAP}k=IBj(aG6Ei2+HA=wTGR?v^{*>^l{pJdOK$54
zujVR*g!L}Esme-HuppFD&@Guoi7mYKOaKx|xmVtFUuXXSj7XqPqK||h69$&uDr#G-
zPs8qNPM+NoSP!P5H3`y9Fr^g#0Jin|!y&KQg#<z4Ri>i^q$MLF@B%;<{x*z|U<DEf
z9uC_70ObR>8%sW+G#Ik*3^=HXR5&c(lg&a404gyVd$rT16o!~nHcXWl+>tC6k3ekp
z!0e?Iw2>~G8mpJP=jv)#E~z1ExB`_bT|AVMlem?kb1Xqxn%wt8_<zf~4L{wqjT=qV
z83GC@=&9*}00Ij75S1*Lj<u+j0Rw2+T;&QU+EOa1X}uMvrESzU+LGc(0LwiJj7qw~
zQ#KclH(-{jQVKv*xA};I3=t_ANHzumIg)HRvRt@Al%*<Xv5_DEPU6!u09fYuT6QUj
zRZm?^>Z$W*EnDlKHf+h0*0%?I&031eoPA{yMv;&aOHU?RWlNJS64IU2%0d!}X%=7*
zkP-tuk^m9HdAs1JE9=xXG}LZYXjKogwnbiup+dB!Kmt_43hA7IU_(Jk3SXwC%8I!2
zm*Tg<9%}e!P~~M$R<WQs@Jo8*C?KV7D1@TDg0~e;>Xi`TTG@3<=?-<Ck?e@4u^?Uz
z#i9=3F>6NWxRD%dJjcuWezm7n>AH<8HFR}sxld6}`a;@qr%*zYw5mZ60ZGb83Q3R^
z#$fV&<<D#OI<}rwZGA>Pf$z&jRvU=URQZUI3R0s%RWzz~B-v;O%}WbaDvhQ{E|Q*=
zw3`8fW0EGWMLeuK5#3Ux)zeE7(y5uXOq2kL$XdR-w|w?RGXoT#3NLs9{X@K-{qko9
zNRWH}#XiTsrSt4B@SE(x@Dt&eI($v$Ed!hR3*j#&^8Wxc&^Pew;x?;Fj%Ctl^zAEG
zVY=!)GhC;wsD1NQtvOJ|S<%-@)j}w~=IW?45&0zeo629@A3k#zDkaZRojReHXx60<
zRoV*bWL46-q>z{iD|(c;k5Q#RNl?&t)n)eE(Bx#=FO!opBG;MB$o##zwVM~R-dOf~
z0i9c2ilYnOm5t%E@QRrflcox)QiOT`0F=^JC4{M@DFFzXE?`nh$I?miPSR}5y6K9;
zabJ{E&BN;E1*V!}5}`Q{DNd!zniQ70RFEvn3INB_pB?@#^0&mVjvpDh&5l^oH7-@>
zKZ^eV5qYbY>S!oxIbTt0K;}+x)-{bBA%r;dlx;IZSxi{c>U~Agr9X6a)qqvUDLQu|
z>Vv0F*7Z#aq{K0=(zR7c;)n|9ZnlC84WuijF4ZMUAqT1o(;5L$xU_(6`5ofdv7AVm
zvzWHR;DZ2wHWPT-#Ab3&86K9NT^%hoB%-4#mPCqaMQRFJmm*qaODj_(DO;%pL;&T;
z11R0gl$lb|Ed=h%LJ*fAmP%5TlaMCPSO+<28=YSxa}y1Uib_^>nle9US)x@nsIu`8
z2c(8bs8CQ^2%2#{X#!M88k4O$!;5M5+-1}lTW+OoxP<}K0?@D&l}*SX9+TSKN}jH&
ziR3>=Q&C9zC#BkVmdnEj<y%Wi!IXj_Lg}4{8+&~DsXm0$>$G}rGE<;*C-to>e|u>%
zXYTdvC7OoZ1fQL1bzLi3W(beCZ+moXpM|s$uHXv-b8L-><7}GNYcRBFb9f#*m^L<x
z3mEfhxPYW@xV8TP1B^iaspEI`c?VViDxX&6H_ytKS#?_Onwhs-sB|}|6%*338zCZG
zPC^eIOW_yUYvTvn3z{6{&w$zs9~HTcttz)(dr0N&Muw8MlSb41B-B>w16rxmXz0hN
z^K8@8Ib5omw+L>PmzVPK@Tsb%p{JWyTT@R*OHP9_qNb*Fx_Wsi8Ln*U%0#(n4|Od`
z15*)mWy(UPPFiIl19@whLJ*J{)TNWU5+5={Yactzi3AuPFA!p4MSvN!oNT5rZ6o-R
zd-t~Syo1NopB?_iA8J3dFD_`j-SN}m2EFj}midEObC>jeQ&g|z`ljnOhUnhZ4H>4=
z^?gFMg{qRB_nLO9nTmJ)7ZS_PxP_rVEE8!PZLp9c(TMt7!n^#aF)TY3rxlo8eHJB1
zrLJ0Ps4ApZQ>k*5xiJELI_63%matN^g%X7ZPzKSaO!*Zk6KUs4pD2<9$uki(1xc|R
z=qgL3*oSaHcFHPRH^wda3jhg=!LY}a3_ueXoa}8fBHI8-xeCN_PID(FZ`Jrfm>~K7
zt{lJ+XK220ediI37>jYeZyqlnP&nz6_FnfFe9QWxK!GMq3uXk#f!Zt$uL6DC+?h5c
z0tf?aV4kQQrqLp16EbfA+It^!i2&yZ0?>h&{{S`wSnMtZ=I}BMji$&peEc@H&xd{D
zV3P(+g9Ht|h5KZ8C%gdOFlQe9)evM1kRta6PZYr$8~tq(JDd+9Fi8``%-+@n?O-x<
zH#=OAKoMjz<(Ew|7hrPm@jj{Bz&6e8Y4@K4ZUACp4b0x-JHW92048J2=ZKRhAlgYL
zZ)+XmMlMeGG8V#Od&Jnx8-cm-2_p88hkeFf*W}O3w8cri;!lhAnKvK-u$aY+6bbpS
za66l3zzK^R=5Zv<q=l(TN)n|gsUZkVsYOTSN>TtMsFPt6HWE)6Mzngh1gfD_+G-q2
z>O%D@gi`gE3Xrr0Rn<_X^@Su$Au3quDv~7=F5WEeTT$@R<VG-O1M?FhS??C_d!F1A
z2Knt7y`V|#XT(fL8I>bKrHOjCRdgw*0BH%Jq$pB<Zo|uY4^?%b*)Acpq@={B_k>2a
z`vFbq%u{KJDp^aEtp!$ul`N$rQGeC0M?gIz(0P<7rL`#?O}EhT;`(dqi0`2zSL0);
zIXQc9&_k!twHHzzb+pjZ`iW^(I)j3dhSaq6B&*dS#U)YzTWu{es3u7wL5&)fO?~FF
zr%{%aUt>>gG@%crVJT=<)i(MR+SArWLv(Ke@}EqI2M*)TzO_2*t98YYR^zH#)}jCs
zR-#m*1OX(Ij7JpY88UNi&B+*mciQn7w7hunZ1jr6=5-ki^33|3gAn#+jM_DmN>}=}
zj*^G1K%v#Ln(DMCp#Y^7b%=3I6%=)q(;}V0)V9L?HLWVfzg1OKP-<!)s4cdZ&|h`O
zdJu&4rMCLiLK{d(N>VyPQk16RBG{8Ly`!|n<_Nv;C$vuo=1vX4uz+nRy|<mO!(RTH
zcpb1{;OA`f;dl0Bu5W9E)H;Nv9-&)psY-2?!>pxi5T$xf1+~<vg(#+Hq?j?q`L3dP
z)UK;cY^l@_MRX6UgfQYzq=kl*-D3)EYv^08C8QOAw6^0aSaBGMwX6hQK{IUo;2Xe^
z5rrw**OPoqi2!&97QN&PP9JwH`SiD{4D9dE{{Yp}{4}<4debbv<83CT45?xk<w_LW
zEv&>Rt)ILsq}-LQw$cK6mQo~(hcvpxB)Eh(RM2>_>e0N-QcJNZ5W}u5A!!{*^$>+9
z5ITCkQ;WHS1en`0JD%ReNs$sr2T>Qk<9i*XV*~^Jxv&m(%Gqi_;C+qNqM?vTRLV*D
zOn?of5fTi}F?-042{328WW}*<tVEdGu;S&q_mJpy(A`>yN)#&_6(LQcdQuCr;u0?f
zrx2)tBz(MFimfT~%3ssorRh&YuW8jPSa78wDR|S@edqRyT6&yIbu6@0wU&_DLK{oN
z#JRI%z?*U;jdZhnL}J0upD}_2M5LRG>}D)@dynH5#l~i2kumRKBH<M6x`zvOO$DJy
zLv-~4bniZbl@+>`6t0mdY@j7ba;*<6ts$n}1$`B2G_69EtJS7j(3A&D)a!1po74G+
zs4D3e^)YOesD}{gNdjl2&kr5#<A)fbgFA2<yS7#wvbVa*W83=own-ov-bjlG4DA47
zJ9}6UYv1zX0MCPHB4EKc!H9_ynC-x1O~3|w&BUJYdkakW;p5rkvhcpWwzipOLw7hX
z*~E&yuX#QE+(gLSTKioBEN3TUX&YWak|fwnk+_)keL(^|^&e=*zAd=nlQKoG-}$ow
z@g47<q2hPx%hmB7_z}UzSzDJ^%S{@=;(bCS8-Ec5#iIg2?}-s`E6m=;WQg-10eyvz
z(F8(F8M(2W2)}a>G5-Lu10cr)-^KTmPA!5+i2R1cxog*hbmPH}tnh6O&9g4d-n+h6
z)t)6XBl*y0`lq+k>D;hpCQa@|{{Y}_51a8$NA=tRV{G>RY2N@~%Qpf+z|K3y*SWxn
zB%By=AAduCz#C~7k+JLCL+5jAGxUiAZ_FR9``fUd9xVf72Ebeyj9+0F!0*LA^Jv>J
z2m>T-CIA=OM-FUvnaPpwkRTWkZ*yU}ymxjE!O@@tYFV=G_;A$3`&v#++ahpoGGO2G
zJU*x}B*qnuqT_2vy{%(3`hXSyMaAYbBzqYaj`9Zxz}oNt$Ury0cf?{ZzH^<*fZ@vR
z#@@c|EL_B5a|HKkp$^{S_sQa*BGV_d_P^$GV+LkN3P_v45hmmC+w(bsb~^@>%ACWk
z^s7$Ns$FGRsdXZnmNHZ-U-a2nNVyHIYl0yPDo9q=o>k>N5C!u;GoqrU5LKmUX%#M|
zeK%>^l!pQj`9apHKuTpV65<G3J}u+7!@!UaR<OA_b75}#9#PI)Y1f<$GTPp8YUypZ
z(xtfKzsW;r1xqI|CIFG1H+?(d?!8jjs?`NQFKOZw<!-R+bfGCJDnH=sQeR4-2oENm
z7cj6=uAA@gfk~vJ(B&Ro)3lgRLDVYJD|I&j2lk3^^z<m7<~rq5VpKo{WG6<{wVhj8
zbJf)K3d+UIr|%CbZMI0mO-N~xb7tE@NuAWGHO6My>8E!=V|??8^sSh+&SuS}^K6{G
z?Hxx=)p<9O9$i+MsOmh+t0})lz{F|VWFMYN%TB1uk|Aw5S~^x+kdpFOXI1fonVqN(
zQ!%Gfu$c*_`@4_zhy)j&anQ9Y_VoVl2m(@WPbV@##C-{vo$O=yTtsl^y!q@eYa0pk
zaXqdBlQp}o_vN1);kq@xM^R=OHMA@P>3G`T)wEq!pj2w~6|B@cryj1a)2joIRXnjE
z{m!^4hES4Br4EA$2?QRc8egjPSJ`1yyu#8eAALzQT8#}wD|D?$C~^HoCHiGRD+}mA
z1!#aFK#gbR5plE`69ci>WEmIVZUSIl4Bt18>yk4YoIoHCZ$9gd4?j?f23eMC+mW{~
zU99XQVRM%CWVX777)GN^m;UUEjWy=0TYc*Q8AD1n3k6a-y#NnNuAmfn!aUoIElobs
z*>%5_ZMv1V;uV-$6atb=jEotGh>LGL!-#c<TxHY{QsYW3I)woTp=jw^R6!#lP;+BB
zw)v-AZjs6*S1O{7_fqvk6^$`f>#Pz<b=R75poN90D*^QNAweYm=t;bE$-G~spu})J
z<0i?UoBRVt5<oCWi|h>C_P~iC$lMHYfffS8@FZA72pEY3XWls27pv)YezL1{8b;o9
zw1hpSxbB{cWC%*siZWiOdDQ}?eEkEfpa2jc)@p;6D^~DpU8~ZO4T^TPT|IRQb;YRx
z!sSk$wKU5q>L=7wB=okTPzgxk_i{I3sI#_Qt$d^L1Y~r7=#2)vHE!)@ZaWeN+u)l)
zf<(`r9L$Trzla}Se#$U=k~Rl<Ucb~*C~7plW7DSl(~Huz244*}QWetZd(c`|nLSOV
z3Royvj*%k<{Uu!?Y*kZK(<#LDp*1YJ&sqo{G6RVnNg+ufi5Q5PF4LQ3#E#6Y{L5a@
z1aW(hb<68!dtSgjqL?DY!5!vpH$U;*$5wble{U0;1DOC^*hvJPqBAf?Egs~^7x8m3
zYxg`DI5?b=Ew_300)6-nTn1qKECs!N8Z{1FwD(wL;>{B>COclyll1y`8$^K<lm7r8
z+x$-mocmmyL5vuIJ3;I`@N|QIrQZJlkJp3yxE#p%v-dn7Bh!W4j=aWp=V<DG7bE-R
zb9es$48@4CA9ttRgCD>f%*=DCF)(DAj~5pf@MPvY2_1jpj-973;tw^ysB3i8UbSP6
zQ?S)D)%7LDn{BT~p|-jcN~byljjhKDOD-kI{%;yWD!DR|bWb&>YkILtNz^Gd8rpq6
znZ?S8G_PsscA+T%0sB+bdX!;5FBiCWzYY%B`i{1a@#RSW0Q=7JjKR;(&9BHlTR~pJ
z?VDcW<2H?08%2QwHV{dJf<NA1z_jdI4No!Biifl|bqCl=Pv4qik;>`?xALT>x}VZ^
zk!_HmnRy*REEE)#0#ELf?&POP(saErH&OSRYLC19{{T>@vHg$VYYP2F#HvErf|CRo
zNfc{2qnK-+sD7hYtqxUynxxabX&R_VB}3Gwq%1H~B#|f}z)08xbS&&e>~2koV~`r2
zc04nU`CPN3>kJ1qH#FWx)}3iDu!n0{{ZFW%r843earG}waYRa*MMB$!4^EvRr95Nx
zo<gMMiXA^v)^(v;&10b}Yec0lpthuvS5IG1>rAYeH(fdt0U~;wNaLAzzn?y4O{NCd
zh@6fy8h0>idSgnaW&Z$Dfz>5d8f{Wk{-07%uBdjIL?jYN%(NEPq;(*#p+zRRYm2pr
zI@>Vc4D~TtStVM6Lu4(Hxy!47z=+75PnOtXp_*P^cCMrE30)qescKG#TV*7uH2$4R
z+9==ZBn5ub6qJAhO3Jv3`L9w-&bz0xrfA{zKJN2cUY$z99B-x%QCc5xDg+g!(4*9;
zSIncvNvaN6=0yJhfY!CkI>96=gHU;HXw^$I29mu=F3}a30h*%fLb?*#%1J2KHH`~a
z(4Guxv`*6%f~Fl%3#X_+CKpXm*;5aN1Jo4TiYbr`5(fhL>7fCy>c3m-!XRg6xgyGU
zW(4X3J6W!I#R{!cQLb&K>$M8{w%7qIH&a&o=wt$AEhXm`hQSIZ5E1|+T2B@wK-&k+
z@J+jYMfWi#A=Mtho$a)UzHiiazAwY-Fl3LQ*xTF-U=S^so+N4mD{A?lfpKnj0OaJk
zwaK-+Pt=GpVFLCT95AmUU`9j?j;wnfwj$j^m?N-=0NmQd2_TJ!ypcBpgSnA#FW6kn
zP4|y|<AfMx!L%8cag#lPvzzO8nOAFlNW7T*&e_ax0zAP32k?x@5J%yQaRP0V24gWX
znDG)O{ihr*t>z~Oq#wr7k#GgXc03@?EC{&N^5QPcb9TOQP@5ALf^0~V1~(Qtj1dDo
z5^^FSO|#tIBny&3Oh5w@#XE0<AjtrW8xwL(hhq_wFuJXHp2uwOG6?nrnTeYs5uglD
zK9<bCHv^7BDo^m(UM;@k6S+9t7|EX48IgF}!))eYX2D6lj@X=B0zd%UwWdjoo)pSR
zfGzF4q*w#JkJ8{2R%@`$EK72|j$DPw%#jkCNrU8p5ebMGlesaIu`);^$7qY^axhF@
z*DyiM9wKi90!Yr-z9K=y?RXb6!Y0E5w0$>_MCSV$l4FEhbiWp`ZoCF;dOS#(zDSJC
zv9w4Qws)Iw!SOK>8Qh7T#$=wyu;Kw-wl=vj6Ebo}4Xi-m2OsYQ`^lV=YzYKgctYbo
zBdglll1SlemnJ3DciJT4{e`b1z%i3JN6cEnPGlRA8;pZ<v|y?5I}%{ct(c6EB+0zY
zT;3#;Kfseal5J}k7Tf@U4Vw<|GXS1h+V{1A5h;zNNsI1p7TDU|?|U8sNh0$bM8tR8
z&+dyw`;IA+Z4(eKd!Lx(*n<;eG64b!E=-K=HUe^HFA#2XAeimKBO5txBZzQM00$QD
zH;Ku;#%&mknKzlf#!Tc)2HTQG-M@}Nw%`(PbHzE{*8B#<$7#+;JtG`Vww!f+4L0M-
zN>s8NL0W<nB}#;a9+ZJ3kN_7sGKx8zoEttwIs49~*fdmS_o<vi%sS%^wtAa!rxeqO
zP$mi-N`jC;Gt?9f#2)<ygW^V~>86jE=_t9MPL7h!qQeTQY#xwS%}{AXxSWS7662E{
zE+?fVX~Rf$C|c_4blMQ#T6!uf((OTU3F<8hIt12MAgGijE;~-!DpH9qgf{Zq3N$7X
zpsI~WP;@we62&_jeKBX`E-5unuCf0BQBt<h6+qZ+X+wwBO3P_KkB=CP6_^I&L(1>O
zYVLEm5ztejawj!){-M<BIdfBR5{)xgDKt(jl2nEs3vhr)P)t<1vYvvPWDuZrtxu4-
zvr1e&qtw)(b#%W#gQzs10X=8#-EOjh(nsyuWkYnrlB2Ct*RGMucj&3vVy2b#R5w;b
zkG!CwkcMAsp-xb^+g&PDCXEHc>%Ov<-$Q8FbY6SrZ3${sC2^=>#i_?A>$>VGRJAB6
zN=iD=>ja<P6z;N2pBz^QFvp1ad<cOAWW;33XBubFxXV2ZVNR7))cx&L)JN{-p((4V
zZMRl{07wiVuBX&rSM1wUDJlU*-6|r@Xr@O<4><C~1qRyaX<(3466)3J4wT3WG~{(8
zf`W)q>8|U1lg;V>0H<l4<*itRq-s<tT}2b7eo*U4LW)y~3uqMesY<E?sPT%_ejIBJ
zG@9KJ`d(wxmO9Z>r!BDYOn*9<x}($wOr?ikT1vW91V}dv`+L6;&H%A;<FSTZH3QmT
zQrc3Vr$eh#6satiR;EQ$s;PCP5;_p;tfrBwg&;zTjUz~LU%cO@dN{eL*7Z7w{{RXU
z=tv+nr!h~aQ^L{$lqt04X(`E6N{^><NitTVtYeKj%Zp{^+-cUyO51e`ZD>+N!qTM5
zR4pM%1a<-s6v>NqUM;YIcemGRwZuS?Y)C9$;LcxGdmM{e=IkiJk~YNP2;5-F?O<oi
zlLkD4wA_LC*y3Yt%qG{oY<9>7PGFpgorU-WM(5fh;NaW;09M<RfnbZB?U;KLa@@yZ
zy|OVdWjF$3VFu<gXub`A9&Dt2N!|!2yb}Tm!GSo597G#-jN1PIm;gY$L6NlZq|bbN
z0Aj%V3D_Bv5yB0nzXmOlV0byUR?1-F#$X&?XKRhcux4P9egHrsCpX7(d)m-*W8;Vt
zNf(^w&7|bq$cgMMcqjh=S^>a|o16>VH#v}RJRtqtgR?hjI)dEq5+n<Wv<ujR0Ejl;
z@=vwRoaEa3O@x`vt$pphaZY6WfGh?l1R0CO5Icc99aG-sz}##*c9|1xg~tfCwtmhT
zfzyKwtrIyBW89g%XU6a(M3OK#2`0neKT-#{1~4rE&A5i-M8?*PZDK|Rwlk9esor-p
zi93(T9+<(wgJ+I01N$`7+peHp$+e<tz6{tvH?X)Cv`Hh|F_QM&NRVwO$QK`m^I^p~
z0QUyRAQQ3Q0K^O(vBI3l_9S+R-1f#K>?ClDpuY_B?duf@wlCzJkFXX5o6JX0obVC_
z#{TCgwoV{k!+S>%pZ$w5BtXvaKsM}rV8~AW=e$NX7ljkp#%@Ol4mZ8?;@&<HGC+y2
z@!VP`0~7o}7Ai=Qyh)M;tUFxDu{Mm%h={<+1P!bS5xin!Xt3JK;9~Z*{1e(vFF#0#
zL7n)x<_1TI^|x~f{fPdEueLAQZ{aW4N8!gL{89M*@Q08&yO*`!h}9a8Eb}KiQRy7S
z#U`uqA5^QLdaFs*bp<@*l}zhYl{Di<q-u?NLVo_bWjjHy>I3t|`c8fz@^{5Aw^!N^
zp7{frd2^fjKV9Y?TskK+a;1CPu7#^p>AZ!?nnSfTT8p)HiK{8Apr~T0>Q~O3s>Z4l
zrZrEe3R-r)3kTbLOzr31NFqSKE^pWoXt59t@4o3KbDR^3c2~(h6|$RiwEK5UieeR2
z+fZ>ol+jcooivog6U6DUNxopqmM197olYg7%vpI#E;oQt>)3wI)8W{)b}cTVbjh{;
zf6hu+K$k2}o{EAH!+7qk441a)FMRJQYig+1*Go|SGL%qN={lq(Whx6uT0(+cN>l*}
zT2z~mQzwjqbvkF#q-r{IH49&=MP(|*6;f35zN3z<Ehp~vDnd#0kmG1dLFp<2BL#hq
zZ5I#;>}GS2W-tjV;;U`C^Qdi>+<DgwHrr`it|-BflpqqKAeg<c7CdEW><lvP)%0t-
z{v4w?tv^hvO4p}qiDZveX{6Or_jiL$g!IK*eRPgK;VM&Y^)>ROi7V+z#?|Td)FgfC
zmF81DExM#j4qL1CPp7GuYz^8{fP>U*V_>A@ZfB}&y1g;V1`vO1Q>r-DoZCRi>Twlo
zYM`Kz1xRJVbi{=YGn#Wc2Q4qIzncc333OCx8XYA?T{GUJN@%UELH8M<TZjcg3Mokk
z(@`pEOKoV5+V65<%YZGee|&RrdrsoeM9J+Vv{-Mq7nC#=+MB_RK8mKX;zYMh%a18C
zN$OXolh6PLR<4wQ3Y0)eJaiMyyq3jZT^A)&sS0d0_p0@@@q~pBQCdOkqb?D3DHUxg
zN-|b`G=oaNn0bR)1)U#VOB71zO*W3l-Sk?thoml@u*w)sLrtEd>XB5m6sf@lA!CFb
z@BzRio}g*hR_u&wxffNWKz~}P(zFJCMFFX540`V&MIfn)YEx3{ifk3Aw4}DN>8wB?
z0?^MO>FG(RuGcw&pd~6Op{8p}pei5|!^*5Cw1mtD7*EVlVIeC6jXJ8HvYmh7tkg2&
zidwp#LdUDpzLmI@s?SP|)Y_B^uPT}1*6>UZU~?BHECk6u0nMz6$BAoY!rHk$x9c0w
z=U=!Lj$Y6-Z5WU7HA`UXTAMdNyIovXl?$Wy>47S2D3W-=YMjNcYefFD)at5|sXmI_
z=%xf2JrvCPbjUIRl(ds%iG-#wMC2Ho&4uKcle`=ZNjZVQOrF5S#0~pfBGw>aN`WMz
zfZceToipR==^YE<cPgHA=iXc8@_@Qptw9f0<uRtw1y$CGNb8l;u(pz<$IjrDq)OB4
z;y&-E(<JpXM@K@+mg3Y<(=_z-?aZl1r3|vuV5q36C_+&n1mBN0KFn3RPcL&1IP=Fb
zR?}&`zsnq==&#hOii0#yYC4?>VZu<Au2jVhYjBh;O6xF^K?mz9PmVtVz9muWyrD($
z6G&RM%_~vTs%ff?W`kDkJ#{;j6;03$Zi<Od)TBJ)KvS~!rBH&)sSgiG_<#9DO~x_Z
zvZll2P~ufMF3n-|vg+s2QPkDQrK`lZD{AIWT)AdUsm6&^8>pDHl7t~n6Efa{@?S28
z55T6>&8Vc6h+>s9RU%yZ^5smMDwXNvB`H#pwaXO(q11pwsbe(T^~uU#Z-24=vCA4R
zm81Qq{t?&f8n-EF%BIk0Ir~J^E32w1d2x+TQqm}NMxA?5I+G|GgT9L`n)E7_+7(l(
zu&AHTZkXrzIeA1XTv$jOkpM`N4@kw89bYU>{O{!tv5zlu$2juNyxy-ts`BqE^A3y6
zdP0$;)6sJpEA%E5?u|!RuW64VomWq0x9-}NK&_<?Ri$k(&)w-*^lCoxq^wg(QVEvS
zdWZ)K=>kV@lnW~)4w59#n6Z7C*?bCkM$2P$xZH}_Qs>o7t)fj4rkIt@^Hk^omZb@6
zdBI5m3IHNxz^6~&$wt7hVC3UrbE?)cIn-q`YG=uwC47(NWU5J!iD*QXn!Us%g1y-(
zD<wpevMFnEQloRUTNlj80{0}J6Kj^xGrzRl-Yx+k-0VJ+#x<AF<QX$0TtN}Ef}sRl
z0B-`^WIbO<5|C720FVfi;8>L?^uQU#%yGe}5C~>GGS}UtWz>K}o1FS&McwVr{h8dU
zO|+E~K#7Tg5F{9x1_7IrMC<@K%7r1`u9c(a1X)64$*`HYfxr1AkZ*jJQU|M4dX;%>
z!EF*@A}`jknUYGAB!Dawt6G<tb+n}<6u>ATC#E`nQiwf|%3=T!ZX~b*gF3j8kY+a2
z^UH{~bfj*!qa)A8ezUB2)%MfXTGM{g{JB7tfX=7zze!@P20~M)9%AOFX_iS6rK+Bq
zm4uYaKW}grTq)u9*u{r@&H>KCZ+SN(8%Nt)Nai&CrkAWgrE0Z0GMnWE>2*v{)YQ|e
zo`Rl*Rqa!{)i*$Ky7kpQ^(l4N5am#-S3)bA3f0xrg()gQ1tg_OP*j2;DoIHIf}4T~
zC;72AAE{nP3K8VzWh5qYClp|`Gfv{diVXQea;2yONHSKXN>D7zLXvJ8JdL*?t7-9h
zn}r+I)6m2a36#G!6b_+5AzZ-)uLO)<cl?BzFeDi=cNg1+2Uhd2kZ1BI6E~TT!0`zi
zkO3FLwtVhjX2vg$1L8=D*xLAryhi>YkV(n<^Uv8~)vxYx9Y<by`z$)O{mvp}_Q4y0
z*jh-52iO26K{s+@Ef)mOv|jmxU{3!4Ex4u*4#bJ>M)4v}&_Erg{3+k4UlyC&02#k)
zn~ZUMcEySJo%S2vP7Dkl@t7lzQU3r$XWEP4_t_`yKd*dD_}!|zqH>0(@Q0f@KATpi
z<&9UGD=77?OPD!3S)xr9CW_TXZ52&hIt5(^>k&%(4bxRrP}C)stJhag<*b|e@G)sQ
zHwM-w(QEMMB1y?J1Hb~pHzEkV_MSLRq`)Y)qXES>dlFqjC~<m8lvPWmT)9;#l{KAG
zW=xejS|$PkNnELke9)n2+E-D^#3<@0r<JBnOtUItrIe;->Y2(^Qly1gF)1UF%0Ee8
zrQh_G{h2=0KLoxXav#7xYhOHb4=#LS{^@mp?t|g)HE67kTcG7GYta7nL#T5#29Uqi
z`pssuLh`i0!ZjDuOG^D~I$G$16+fRJ*Bqm(+gIiHG>Vnj*K*^*wnCMHttzapoed>d
zSY>K(wxW=(q$7<C9AJ(8upogJymss-fSdhuCP3I@w1H!AH@6&S#B632us8&boWZB!
z6%;Zj)YKwwCq7L@SzS!eIWQ_@ih5aP0I)(+B|E7A5>3wE3&N?eibT=Us&b_zYgk<6
zrE?x)w}>SOmXaR8Ze%V=jr04I(yPSs?=|U_?*9Pt7Npa<HB_n;8er7*wN&C0(iEgE
z2vj(<m`@lTN0zyRN%an)q*t)pL+5-lr)fX|L;nB@W7VZ55=e)Qfg}`=P5_cOk-vNU
zW8NpVz@39j=B{GVf>EaG)l9UJ31P*irkwyvPenCSUZ(~Kf|lmPsLDik?;bm2k+{?z
zw&BC!-xxo00AuTU0>lmNv;!lB+t_9@Ko`6Z?HC(x)cnIktf@m=<qBOz#3fEWU!kGx
zI=Kl-R8>(@ig2oWl9Yu4T@4^4B$4|uH`RQp$}hTv(Q{ICmmFL<MXe!+9$`vCT<LN8
zXPRY!^Mru$u$gzMvKE8gua<$voG)&J*&NKMh{^0^!H)KU5F>Fof;gztPCVjUVGcUt
z%pnb-OInBokQ+c!i4l8R3A|gR>RgomjD}s)^qQV$L+zm~*0SJwpYLH{^)si?E$W(v
z96d=0dBPNglhi(Rqe`mPwSJdbPhOi&UQ>pag@ZuK7wMF&e$64$5}#5~<BJKG3=f!u
zP(jH0@9V#RvLZBxkQTb<>9q8r47yQL;(qeBo>GzvRE>upD@stMDYp{WPs);{6{MQ#
zUoX*;l(ku`Itz#^T8^DYv=oBN&7mdAzP8o-&AOx|U`T)f8u=r+1~GWN=0F*Y_>v5c
z3CSb_H<`Xp){rB6<Ie~;7wosQzUI$(&MRN8N&+Z@8dH583jJ43idWo9lhD6bwKHDu
zS`<>GIaIc~RN_KX9dIuWrInJUDN0(DN{WdpQBeg-B$8HCOqCn;6Ekig2sZbC54G)q
zk+#^uHk*(<{xkXfzr!3K$6pNq!r6H6FAu5++}_t26P)1BZr3s$z~1J=^29~^&98Wa
z!~|#9M4vu3xQjr((ZM-5i3W3liLkstnB3%XI`ZekF9VD^{Cm6(F*}=rZ!?l&Yz&R<
zh`o=H5rTSf1WrjNWSxn{$QX^FOhLX3z#{jU#C>Aeh%ys1lL9t30FKd*e$Wk#@6X3)
zjN#v(z4=+Q?H4gpL;@twc>UP1gS5up1}B6!kzq6B<M0MV>|_vRjw3$(RwQ{NbN>14
z2;h-;+xox&p949#&tQt*A05#?qC6SiM3K}dBG$dc#rNSz1|$09ciX>Vv_^P@-1$Gi
zK$!7+f@J+kJ4xTojFAJsU?dnM<Zx#3*$@Wz^T=xFPBAh4u|Dx9#v)}mlNaFJTpuRj
zfjIGqiP|D<3j-qk?Gqy;2|HL4FFnl5-zMkl_<cNZ@xm{T5iY9`FBT{97bZq*BRC2$
zB<jSB+J0$|$H#2j#}vfKixNAF#!>+W&`b!mfu0yJA^^3>hy+Ic<Gjvqo+FQETiY(M
z@!u5z_QZ^5BmhORHjyA5;7zCAWR)`OjI5xcOKECs^eQC<NFbD|QdFD}03e)O*q+C6
zAm%}kBmvrBi(o{tCQpxXG9<;Lz!wHZ^TY1Xv!;Bk@fddzpJrKSm95J$7p>Kl7K60(
z)ktmP`jGoY3V5%it+(oFmrq*bYU%yoyr-m<Ew4>#D>p8?r953yY3nGL($Q%xywznt
zSWyoWmyu5LP^5I0zijf-u&Gj#Qj}su3yuAt$T#gf*j_wG1j&f=i+=RMu$Z(9;thoH
zd}Y(e;R`=L-d&tLJYOP^ytW&seTST=Nj{lZ-IUUb%2LycsY@)ERbmpu&!tIFN>|m?
zl)9P<`aYFa(bUtS!lbt2%sPhM=~~cBE-fLqQWo0M6xx&&q$mPNJXjJ82%BvrnIvK^
zJLk7xE?BLqrT{Te>qzwy=|UVKvf>EoTAQAQs0favkVU2s5cuyN2dk7LEBEVg&yeIg
zxVVZYU|3v0lj3)n?mGkA@JPYD5#T{PK$1K5nTt;s$kZBgp-)%Q(^d7hmXw4i?g~ey
z5}#GSxTS`DWdwfF*Vuf#O5AuU<$Am{H>JE7N~$X;+$F&Ib(B?8fd|r3OGTIOWUVEI
z$5C2TK<O-oob1Ef!<<})z;wt9^6bf?z>;%)&Ej^pHjRn=_yowA8IyYv8)p(ML<?g%
z3SA<)yg&NAlU!Kz%Fx2Xst>7x)hfy=-cM8@siqV<%26`nI`&N~;rB7>K~FzSG>TTG
zPE_k1bZJ6T4^a%Q2B3t5*r}wnW(%oGiiP%fzD!3?z9WXYZmjwd$0yWt%RMspIUdI1
z1<#NS$uLYtCyS~o3hhPjLV}8>wc?;lbgV7%0RYOqG^?Q^@}<I3kW^F?Cys)eFNfT^
zl`6YXcbhc?fKy387RH{HU-zmI;ce8-ijz|4aVWhvO2SR0Z^T_o&{ZadMW^!R5dZ{G
zG?P^T*eaz+Z6#3y)J;215~ZH9RcWRF01t1p^=LU~0@k^((@fZAOYyu`XW`?tjW<=z
z8s3@9tSlu-Vb@Vns4PU3CY=jHI>;R`+qDZp>ndgtLAX}C$h^POjSE6N!&sE0{<GGK
z(@*Lqe`wVkjSx(UOjA;=Do{SEi)oH)QB_k|^53hdeyR1{Z`8Wu?<(Z{&N`(m$s~eQ
zcRj(klQ3cqZb%jugNT4cNr8>{puSK6^DY}gz+~Ld7bmhe4P%~plUhET`hw{xK<N}(
zaa|oJK%bFFZNlrR0zOBbbO4l_bjZ}Cn8~>xmL?3FL6PRs#AIF|Mo(f-YoGIQZ-dpr
z-*dbIV2d52F>!%nOc;9NfCZYv;nMCiJ&`<vu$j!0gP!-;crs0plichC*yC@&m_9}%
zM&@8%U;`lE5#PMX2H3w2Zf-GX*y7fVi_C(0fZ}@c%Q2I7W>3Bubh9>@db1~#NZ{-+
z4(35Q+;_+)1Pl^;z?igJL<j>n$7tV(iL{-&S}!pq2|eyi0W-n`36Xps5~zvTWL!^k
zas$>yy^q6B!$^BYy^q7y?r5F8uWOi#=1Cbb76h0E=YnV6VI<Fqx$tCLCeUrfBtY2z
z0Jz$1B$)34(s*Rd`ISK@#s2^?6Q4NX{ro(2(huLm$6X?O_cnrTFB3KsVQ85K*x)iQ
z4aqwX2kY)66YnMgQQRNE$bd|lB=_8b*l@v|p9Gxl3Agp%0KkwQzV27|_qQjnyT^`^
zDFnr>hy?6r(S5IL3vjxiBxXT3pEGf}pZ$k?jw2#Ku`>qe7P-WEFd_s9FkT4vwtLAD
zb7+&bj$@1C!^QF8;#rQ<fq~!|?IPCjGsbq0nRVSgMaq3fr>L-L$bX`-DPc)cOK3%6
zY8!0_sZtP>oAp2`2aE^4Zg0GccHh6gCxi*!2p5l~=W_#m3vHQWmj>)CdW}1xFgjVA
zvf6#tXxdLOQq-Dc>N*CJ^EAz=3p649Hm<2^Dk18+ww!TKxC)6XTWTv<N|)8rW-YVJ
zHD!c-_fgUoqT;HZsi#JvNY&*nuqjJ*Y5<Z7+(98IpP5R5tlZCm7b4cVu{-veo$yP|
ztpsLbdwXU#xhHsAmY(Jx477s*%P+e(4*KVp2-?%i?^L0s>3XJ*sj8vU+Z1h9BA-wx
z9Wb}4YJ(|Z3hM+Fx?&1d^8lVKSIfG>7PKyn)Ts(m6g^f9DI|g<IzfU6kVrcd#tvd4
zU|hif-T=4~4u6D`g)zF1o~-^ygL{4)xp=ciJVs+N(>87v_VDVz7fgIf=HLDr4}bg?
zp28%_Cc-<DjybfB@!up1!35&-HUqiI9CUAs-}%bs;syTzS&7ZTrKg+?@xRg!9NZIb
z<}JKuHZk8l<iQ+R?|xLjobM>i{{ZRc*Y<z$1$~W()!n`3CQb9)Vozy1M{|)o9HL@l
zu)n;Y1lzIBH{v9b7wusY5qS4L(`cQP$O9k~CVSrIJD$c!wD69G2Q5b}LH??3?b7iu
ztC`;a0D;>i%;w!tAaH@PxbSc9cmN5BB1Uj;#7PN^?Y=CVZ6_Usk(jdT24IWCkO{S>
z$6#}rk=_CpELzsi{5c!(e8&-V&UPj&Ol)#UF|^E!;9M$r*fjoU)hKBfr!B;48dIVd
zr)mjJO(G4Ubl#^@=^a5GO}N653IM4N2?t%UCl-Ndn9e~NxR434w{%tHlWg0ui%sMK
zH_w20L}%tL(f)~h-N#pA0M)mqv`r6~QP-f?x20-^CqdR90WU0pDbuw@Aq~6~LV_5o
z2z+5qsEInZqowLPMM0(1sOl){5@*wW3Qtz$O(;qoK?D@7wJov_?_T)n>6}54J6b$%
zZQ^q>INE5rw@_x3X_}H6*EE<QQ0iT7IZi%d)k9d4YUtcd$~`v}gqQ)90%q9q>6d8J
zv#>+~LoThrI3xqxkv-2Eup%uY(k5>k2!psXENpBzEjc?00BwkmAQ5?hMDe(@%XC`f
z0nS_0TY9)4Dg6q(qLRPV0QLT_bxTtftdc)w*>w-0BqhS)$5ORgx=N}S+@-CiewLx5
z3u2+AwCW7S(x3{2q=b?3s7FuB6C+qTv%doF)_ljaJv3?pbC}rY1ex$;?j!;(VhMr`
zhAchj&EVoegBZ+78S(rECmzyf#$x;vFn8_`e#bvqk~bOQ4hHw(mWN+!YF)ILJ+c4;
zVrLdMJ;=@EO}GiqVHUU;Hi-ln*l%Jc+*6Z-G6n5?-gAAR0XHDpIAZ&Y5>1SW$ANon
zMB)g9Mr-F`)Z8|14o(@4T9|j*_TIuq+ssVj_uPpjd*5pr6E}-Vz5EMt0Ak0sRcnmJ
z#qKf=JI@Y9fKfg^li~ot@qlK?w;h9xw0xLxXKUXqq*Nmw2GNX2laVL6*noI50zr^*
z8<?=)AlUW*+C@3o-ts}%-0wSBUNdnw$+M(tkFu(yP}HW74zIpCpF)g$opJZ4{W@@>
ziBLzXRJ4Lpk^+wiJ9^8Jt%J3h$uHI3@s9=v@VJYSGZ&M%u#!e_Nguj=-?;+OXpZwf
zEF$UZWYdrxsis<lb)ucr)fD{YwG_I~RWi+r(i2hAq(Ms6)HtYzG^Twu7AosVD=wwi
zQApar>J5N~Qv0wHQl+1~B!vYcN=$@7(cQ9U85Sh)%ok!w)+}}=M$zQ=v5nve8^;v`
z6$)?FOD>kaavcq;)0EGt^Ccx8AhO6mC^wDohOFy8m)xmnXjI5hO4z3kyrnF3m6z*P
zS5OuE$K-VhM^Ok$QPLA<Ra;qF=c`*+RaogHsmiC^sBuJql2o@;rAYxIN{>)TnSeM&
z4&07MGTJ!iH3u@}XBC>HY`CFQSxZWgmX--qm1V%U5|swU3w0yaX}1>glTfx2Qrg=N
z7s^^y!@sE*SL|1)Y9%irN>bZrO=-r0QdT-r?R(!k!3bKG%8M|yHrs_rP8go|x8MwK
z2fP>(bAlnyPi^E_V`v24(KEQrSpu8Bt)-oti8*{O8RIJMq}gmWOQz}6Y3o}3RJ7$)
zL#a_%33b}%s**Yoq=fnn)1;{gbD%rawOF}O`=O*d^Nt~eDYg)`sX?@LDSZtE5*tTa
zl%kZtDk@PDsp5e+lMn{+B!eB|JD&1wViS|pO~l;VXSCZAX7~_dPyw>bw2lv{%S!>o
z<|Itd;7-7cn;giQi0(EVAajA<C+G<8I}PRzW-}lIYfKRvz!U5aaWZ@?#LvItPIEF2
z(~mqN+k<31oV0B8153pA1nx&*0rQDIAc-3R!8q@75=@(bOhB;2PGaK+h|E9`B$xyc
zXYoEngE;_LLMBA{xS7OXA^;zT0Xrfv==lc8n}-A6Yp{ux3lW>=v`Oy<!#mz0{A9G<
zYgE!4F6nxOT^f{SVTV+Poqz}qvv!^W0SR>q1dgI41I8#$+g$IqNu1cu;Pxkj*q+vy
zi~G#p04kfs@`aB+M}Xte-tTkTI<s8;rRxo*mz;Tej=f4qZCbSxXkxjv{_j#!0$l0<
zg%HJ4C|5#Zg@O_w?;`11%WJ9R{$ZuBS5K%ks?{Zm_R@ZCj=rQUkO>3Ure(Q7msCmV
z<#WHB;z)=D_q^<2lQN;jM&ELs#JJ0=X~Zg9akVM85Uc`~rr?5XQlLcU@N4lN?;jiS
zdAiKjHhu?-j{g7|WHlWlRMMREwJHj#B@#kQ?JW(gK_s;C1*b$v>TP8*2){|`#>|s`
zz-`*cdAN`+X4d0=)4n3=%rdGyX^MVg)7Bw$`iMbvf&e8oK9h!EkPFSeq?O1Z+l+|Q
zxeuB?eKxsVtEi~LsH;eFh1HqqODl2KkUENBdT*gpu@uEXB$@K}2ss&s%Hr%S<B;$j
zqnJ+iGif7y2%O?f1N6XBc9SEu&5X=}FngGb9ph@&c`KMSVx_r8<z*jFQfsvIs;Zey
z-=)PC)7Ho!B}BZ0r{+&emDDFwnA<ttKm<jgixG&EBniZgP7YTcoV{Z|y`o>+Ig!{*
z<m8Er8IX8nh~IE8<X#|cZvxx#PH`qdkOuL2?qV=^CQYz?e0jx*CU5{3&+tWw5;rCy
zNx3*MZ}q&v7RZh}kJ*fA>ibE3o|CIRO;4q(<A=g@>U9;g)HRfh&>nrzQ(E<9CZ$(F
zr&UuoPF!2`+J$Wu4MQnYRdrPK>RZX-bG3;c34%A=nHLk2IG6;^<UyDw0I(u&lNZ1?
z1LosxTTSxHI=W9dWqhiZqMOcyg_(YSQssHTf<RG5_V7s{DVUH9eCJE^lBP@E+%pil
zd%yxyzLJ+?V%D)C*ayl#ppWSZU&F-xh5pjT4Dx&JpMn1X6^AULs*YWz15jN9t=B!F
zJyA<q%BpF(fmBr$^tx*(t*q5sVv(w<4O*g-www9*%-Vgkycmt3Uc<N+JVtLg&AeX`
z8TP=i0G=ZxUq3(yypS$?TxT~I;~4oR@?rk~CD=|Wh5CACJ?Sh&Vjg~F0mJ;j5)miN
ziC-_T3nZk>T+q2?YEg7B4Z&>g1Lzuhi61L9etvkJzGV5G#z02sPoA6$faOk-NjAx<
zNcM=C&I#}!h$3!r!jXx+q9P#9^L_rE_($F%c9Ro0kuiz<AV(3I={T9N1MxkHx8g5(
zIbJ&tj~=M0C&9oc#g5VK0s#?wgTXLCu(<yKj`{xpjB#;CL0_o5=+IHr)w*I)Ov{fb
z0&<{)E1@=0x|Pz9kV>o-#?+og)tX9N)@t;P1+@UQ{<YNDY1dFhtI=VFR4s1w^}}lo
ztf>Vjq{N~UHSW~p*6iT@BTWQc4#q)?-aA_0OihMtIE{!lkuxH2E$=%6cz|z?H=nw4
z7Mg%x)b(Crs|V(1PNy1e2v8~tZP#khr__KzDSDY_tbnkXSqN=&s~Td8xqFs$jVVPx
zEk#eQtLhCas4J<Ox}~;J^8$Jl(}|9O0HAR2Vm@p&8L+*$--e#%!0Ft%uj;|GL8R8c
z+p<wn=&h<%Ne1<A`c%ToNxP!Za4oPelWDZo0n9wjqv>WPRP?^KuUyikr=|KjR5nxd
z01DFblO0len<I^TQRZ!bR_hvutz7$V{`(%Xo25`P2lyL36w?anFw8`x{IEE|&thia
zS|{E~f-RZJiJl$)8<$_eL5`<eFm|}rwCT@FZ(n`nT{q>Y(zQ-vd|&Sxl~?M@KCuNW
zYMP6!<+Ka}-B<6Dq^N}S9w|G|da4^!T176C%growFZC{-(+|9Xbb8e;de14q5`w22
zQ%hGsB#xy6rARiMemS<*i+f<==$)i^?|T9c`_AI`;RYR9h3*DfS-IuhGQ6wQE42p$
zwe_`iuBAOGa<ZZNg@7Ow^}eSR07^jV1Y+<7tx1mN44dS{M{;^eo5{DHB1i+j*T?1!
z<k)WqbUQ#15qreRh$duiAnkq;a`E^N7LVHJ=wGh*XHE75_+IxoRQxxk)z3D3Sfi$M
zT6dM{^>tI#^H#B^)YDb2wQbg|`rSSEDBWrE>eT3U6qL&f)19Ym{%(Iu8o6;_q$}+w
z{mG`7Xrq{UMJ;{I=|+$BfcS06hg>w@sfnQUKVBV2(*XVUB<jEPsjZJXNh1ds8Noge
zW4Is-<AhZ^jDSRaLCg?A+{Qc47=vWIlns^ggSA_E^M-yPcAYq)P7t~eF)Dy!c(pbt
zH!6NzJkR+#r!oip+D`ufom}6^-3P8=+db&~V-Ur@SgEGCR1cFGJBgF$>SfdhSe(86
z&CSoKkavo{j!~AU)^!?Y%SotHl;sF$(^Mo>u%?o*zeF_naV@m9kC`n56#@YwBZ{Hz
z9;GT3RL<$|D4v(773$L!t<ZYjrKnn*Lv0|cQBLqHvO-hRIKp)wZr%-yP9xk}V#9+c
zVe}UfGjXvO{48d2{{SAn*+*hwdz|!l)4xlX>lyQ+t@2KnSxc!Wsp6D2=iTc4HbkxG
zX(|d7hRGx(1+7Z7B*_B|<8HFD+s&<~P<mE}5~kLZ6Vjxp1q0Y92}#Y*6mf$aMoz->
z7Wc+2#$l~?xeW#?0~&=odWu=p7)3}!ifp&)A;m-KC_#j!E`$OQN)Ji`UOau#Z`UqI
zPQ%#4PL?{gZknHmyyc_RwW>K=s#RzYwkQorVOnOK-n6>LtC^>HKC?>Is(F3F11`E6
zW~b0~lBJ>Vi_W7{SuItfYN?25)~)KtDx9TFI~0_3YcIa05lN@h(uU}g%{xv8sutST
z?K^a=(|V8aW0bjL;x?nrT(18B-?VC~{#IF``@L(6K&znCG}_ua!dye1v7pu1)Ae@g
zA7$p-s?(_ISs}`MeCy30V?U3YW3?38S0>SGRAJWKds3p;c{PUW+@}vAnvFf3LsX*H
zC>VVeZlbG9ZKF=*MKWsC3rV4-)A24PwVO4A?PfWI;&`nd6In1}*o)$oawz0gB6c57
zN`px<sdA;LqvT-|5S2doalO7md&Le9iq_zi6||I7t7N3rQv*pRWa*L>E~QhI=aD5V
zP~P+8pr|u&V5M^phQDZkj6V#kDMu;ueyrsva3E+Jlh10}HAry_WH2=6*1t@wyD3!x
zr>hQ?DVJMu#|r&M_#O7(<-T{S(|K#+Z6=k<yveBQtI;VnT^7EcuS2S?2uMQe+4Yva
zIhu#h-RY}Xe^JwQ7pfUmJ#$k1H7}5rT#d~frOgfU-#1cfe37Uvs>)}c)Z0w}3_nLu
z!pGifD(EPm)2ou==p3p=aiV^jq0pBqP)kl@`9o3W{$A8MnwLTSYN|b7m#Va$YNDrl
zy@s67nbkDCRra-}*m0&)L#1n)PLZr2YYkLs6q=@)rPbF`zU3QfPXV<)O|~m-=#^DA
zijq}bOtNWl+$YS-o>sKHnX8*1i8Zo{ln(7cnw10e2sv_iM$_Zi4Dl%y6O|@Xnsy&s
z=M^o2k`{!bW6Y;mNLTqS!U+07o<C8IrENSJBy|NqP$Q(FL#Qn`f|Vi^0E<|XK^$fq
zP%eU^2tklBDmG1`@SE6z2uTEiBaeI`)+_bDhMx;{ZB=V?Rn$Hla)o}R>#9nfb5N?#
zXrHTb#ULdraZkGEQj!uBqEr$(xasBomGlyB0nSCh8_dPVN8`umg?%FFYU*hgq^@Nw
z`Sj~rE`=^k)k<2^{;IbLPa-b&k4w`{6QoL<kV0n5mo*_-q)b9q5_yg0Ji*E`j#PC)
zCOSwU8;BpyRLW2JqVhU{zwcw-bP%9P`GJxz)i)%_QB>HO26yvFxdOwc>L4USOsJ@m
z1`3o(RG;2akYtl=w+n<JFp|4TFqqt}QhGoHsYH+x0VKelHmH^bhp$0zefY=KN*Ob_
z%K6&eZu%baA98++7WpM#XwS7Oxz+wrLx0{=?DCC0o^7P0QlDvj_3^Ph#aTgJs8zS5
z)6y|k&n7j@G~cW0YHI4=<rfiILe&B(^$(Xn_F)6bhn;@Qr;<-59Vl{l#ImJwnb65D
ze!b;s``OX1X}Y~nxccO?_misq-}b+J9DaTN)gKTw4t4uWxu)n^zM$Th%8JwUV#O_W
zVrWbHVx6znRvAm-lse*;G}@)XQ_7@er)5Y>DAvk}B=soClO{=%B}Crl({Bd`eZk~&
z$lXl_IkVnVs<G+P=C1^xN6phfM5$?B&I~0FS@OZSvo2yQR`hB<acZY_X@kTYZ-Gji
z<s%r{Nm!KGiJMroiX$i)Df2Xm!<1#t6LMOms%x27B%#P5Q1j%To1Vtk-BW23l5Tcj
zi6Z^Pzyr2t#9OtqG44nNkv;abj@ZoHc?2VS+GZg3$U6}|;0x`?tbYdV^;@97IQV$+
z!!Dh%E6n{(h}#AvL`QRhwSh88gKfVUjpPmH;0ck$4h`=lV%V{PZR`w#GjTjQiSsZc
zympwkb2$TY4|d~z=F2B{{Bnt_cK0`q_>edw$%|t02bq(LfHxd6cKX=C&ER7qZcJ`P
z;_{bF)GHG-)Q>G4E}vCN4Kh;A+=rbhXq1U1DPLdtr#xLQf`*s_S*ugJWwZBvF)miR
zq$nXvCFP2GBoG#%A9!)lv?wj4qtjEjo_~BCb;~Q~$An@@n2ThH+-z;JHzN4No-XM$
z`s(Eb($hTjtTq;u5YSqIP(zO@8$l@qfVHN3nFQZ{vC}E1?ixxIxmpzds{a7rmb5s4
znftqK($hBJSW~SOp+%&_Yg?ry)!9{Qx`k-ysjG3u%3DI3kkbS*A);AjEw)Mo0J7gy
zi<?>oVB7~jdf!+FY?{`4=safj=NE%ar(zeWYLxWQwV_nhiB_dtIuug4ZG|^Nl9HRH
z{XvD2Py$Lrif*8;(dfxET579Sl{U8OHFpA$@}?YZ${KQ(974&I`i`kc{{T7@I17&h
zxSJi0<{;wJJ;w+effHlc#f*19Kna-uZNMJ6YvaF%bOw2!h_|!fpdvE$TF#?V*k#J4
zwN8{Rl+#l5(^H0&qQ6MAz-=xzf?*-z;Ya{=8BsW~AYRueIkawO)*#Fo0!5+{F>H70
ziMZGck$Ym<nR9rOM*eTyU|(|t++4>F)7|$Ge`bM<8HQwJ248-D%>;Tk`X@CSDo?ln
z0NK@zY03kk)$<=QwO>!F)M=FZa@{<O%*vp3Zfg{E)QEkJNfd7~hMK3;E4@F}lr{8K
z709Y@^yB(rf4u(yFa3c2Dn8FG@=Mx<ZmaOKQ_v|i7CC20tJIZW@dHC`twAnQC7Qau
zHSHZb>e#8%7^`vBwzpx*CTm=4@Zv9X{&1P>O}9JWX(s$gl3-+9TL)-^a~3;h0quyk
zyUAS5soU+9+jMO$Mi(z;{T1ghc~mN&D-#%IEk6`UnN%?vbjb7meA5&1IqE_ayz2xZ
zJ#P}(^N3>f7^tpXgwcGPdYLk}lTqd>6+Aq_JpnuW-fr^NKo4-hZ(*)Q)yNIhYFw*O
zvOY?Loo7o)QILc>g57Ampt|t%(h3|nbA<l@A!_PrRa!kxoy;_#1$w$oVjOWGf{+%&
zr49!yLYr*7w5mFQDOgU2awF&_H@Q2H#ttzSs@tzHw7SENH0o8<hZ<VjaU_BzD@-UV
z1&T<JP40NhuKv;Lzh{jjv4Oyn_r3UBTpM^1TBe$+jny$%O8qP7j;3lETP`N?^C85g
zV(EZjTy&8miUi4+fF|(~Yls8^1i+8R+-@|y{mcxos#?b>HM&9oG}_%Vbq2}lD3!WY
z-Ajt;ygK^ei>KyMRc7n?BUMluj+0-YJgEw((JB*DNTr#DIZ0NB7Ry4?)h}5+DfyCC
zvK)q%>6c#}@D425Ft(X?@zdgTagl4pV&IET*1);$Co;(di<lxYJ_XKZ2)M<dN#l5P
zlNhWiUoG<nldP3VZjINIrfQ3l3R0R%r6d?6Ah@No^Ay4al&4(Ov>j(ipVnGsRVqOM
zI<}T+&H8#%P>!Y+sf!`PNKm)UCF8xa&9dpn0E4K02aU8jWsujLV&o4u0&~2KXEOpj
zP9;nMi6;Wv<9WTYfJE^LCitA*;w_D{i_8)%c$RxuW3dOl_JMmH$%qFXJ9-@sLGPzz
zR~<Wg9S%Y7r({T2876(m-2MXsMZBIP)PJ^M*qquX=GYKK2qf^f@gQEnXA-ULB5p|G
zf<POSfioE!eMN~Mh0of4;Cb6z&nK{eJ--%x9^Lup44as?@*}V_cr%F@jQ1f?n@REX
z5HUXB8L>74giMkF0`qYq`MtygwdCAbSx#>PcZ0CGf^)s52?k)uFm6Gw+1bP0tOHw+
zYx8c-8EX;|c_VUm24W-;7sQQ@^S}>%#7y7`$=*$jKo*RMM9v61%wxCbfDO(`n-Wg(
zlaCg}Y$iapqUVOEhvCb^4PGyg9yEypF#^*Bk!ZwXaTYsV@4_cN?gZv6Oo9dmCq8mx
z6DH>wu{rJq?Gby<c$ATS%maP4iNAtPr2harfFs$f@Z)|NfuA^lk7j4568tl3o^bDB
ze&og^d)Vg_Cc|;SFK|pr7vFiCWY2Tp1H>*fBea<^2_6B1CgLaF?qu(9E(n;5-oQc4
zyPFGe_-6U#aNTpXJ{i7wTsK_p44v*EZVj`%*pV5{j9-UyY<Bv1wCrvm8$daYy{Bt$
zJH@f}y@0<J>8UEKUPU!6JGC_nAt-5<)a!=n7D`fVI)GA@@_<CB44&=BE;$avo`>HD
z;=pt0I}W)Yd{Vz*X~c*YpKDI!&AW~b>;%Mh3=`ORi3az<AY*@}_<LU4XshN5?LU{O
zjnt~jrj=5l5AL?oSLhX#nCM&Sa4ASYXp&Gb6{zwDE~y7gps41G*8X8ts5qvm+gKtL
zmQ>Oja0T4}QZ7<}6Hy8)Q`MGd?`~YoP3}aS3uWzXZ+}#2`cE(GI^uxSXeu8;SV@1R
zqL~D!iCgXzusVKe0YrcdCd6^Mx5?TDiVFF=nCY5z5Kft-xN0h-6Z<zvWp1`qN>E6q
zLM*tb=})RKdbdAw9;^##tNmR_0YYiCz^YV+!~lglf*)E!08dJs2qUN#`bh&!DpJap
zNhMuMTBb=+l1U~>B;1lol1a>$FI}!!d%ckZl3v<boR$XXrw$r5`he%HFGBTM<qlt`
zqbdao)b$q}sH=G)N9HZ{sb~=^2~}E~3Q+xm0s>B{Rn8pASo6<R>eWsMQlu)Jlq!q|
z0@9?4B9ls!(51K38}&L#1w<3Zvmy_X6N7AvfGjOHn;Y5`i|05qd+s+Q7b0i4lKZmv
zHQTQa8QsySe6DW%^*;uTqct=kzfP}D4ye8A8k%aCDJn~4Xe(wGin=7H(@N6H(?XKc
zoKoB`At-4zl~1F*9aTP{{W6l3Eez@ugr#LE>hx1nK)Ry0RG?CoJ4H^=QqmUVXe)KR
zG?|-8wTbb3j}|fJI5K8^yMiME-9+QOME2pYf4ky)qU+!8`~7j0PM2EZP`Xx=TpUW)
zgF>{`InsdYlw4t@DyEpF3^?kWsb!ZC(nHHgX=qxp#3?FLR1}hv(y(PJ3Is}24^K%3
zdW1+K;2VS%phA#JR+1DH2?|L`kff*^6q}^TgAs5z$tPH^4VK<?RkT)xlvgm#Z_bq^
zUn1&|<E+m|ONECTQkzqa6?$$s7SF}L{{R|@W;o^0_O<)7;TY+Ie{d{J_WZ}=k|qK4
zBI-B9AHy&wu=WD^FX`_;*Hud62vJZ_)7%M4RAi+|W~4pT0*}mq`)G*hD1a9v(b2kD
zO+KR7Q=!1(Ygt_%q+9ut6yg<APtxcorCz#1RS8%Clf{1?0IEP$zyAOl_Obb1&Nx4}
zvtHK6k_GW2#Ei#lorU{k9s#xNEgoZdwTFvFd)E7<PfMyx4mjHaU3sDFu-F$QyvcE%
zoIxw;Fh^7f7V;-HB$@0jYu{mlFNuM~<)`8JUgt<>Z9CsBZ=u%bF%Nrpzk3+KjLuB?
z5yKbyjpJzq5i|LiCi{Z{x8s>IX2SU~G4vqVaQ2bBL`gY<1jKkSGXp#_Z@*g(*X!8u
z%fZ&&@7LE7kTR(~{o?0xHzr`uw+?166M$fe{EUl(?~L&RcCjB=f!fDoayHzOA=pOP
zv;&C|BQY2^kTPw-><^Ca-o3GU!;*K2h%tD{5Fif3fe~Zno%;b`PuDh!$(Wxu97K~C
zv>20q(q#5F^KQq5<j58P1CIMof-i7Ez=QqzwZrfo_uviT;Kb)2UFT`Q$+TExo8y9R
zU<{d)a!d{O#mt`5BZx>7GGt=FnTaqB_mgP7&cW^gi2neQF>ozEO^k7TcpeNQawFc+
z{!x=XfB*|gyaApVyzM3kh!ArS4rGI3J9pw2BP2%F5wJJDCQZ!V@xV^;v`paly@dCV
zX%REVd1ceD9{5DD?SYJ#_preCxBzfSvAv15WcGn<&-U1p5MtOT-cASyz{H;4gDQ(i
z?{i>h&IuTS-y(Ro@o$fdbA(DxPuCW_3G;iN{$qoPl4l!(B$?V``4*0uGu)df2KT-H
z0Ca!xyf5Pa01p@C2<pEV&;9bbzs9CE$os7{gW#V2)3N5$c#;4gj{T$pMY~Bcx#<4@
z7z}(%=JSL4%m8u!0JfCIB#<w>UOl+x#xFO)@vz5f2YB3(!aLWMFXubTFtzsYYt6I&
z07x+o&UelD3(9R`d;M{1j`<fEyl_lJ_b_c@I&oqQ*bLms+F(umi~<3<_cy?p?{nCk
z0TBiWxwn5AfFof7I7dXizCF3zmdlyUG)Q*uKS@7RJ&5h?zzB<A&A*N!a$`P8o5o^q
zvF>|8nS(YloB6u6!5&B*h{+bl`^*@UI7AKKx^m38y{*F{elnTb!sD>m`x&+1@aEoN
z4{trr4akF%c!Z07F?blC113$PL4!9^ApRG%&UdgeC+h}qh08s%IdrfusU&mu&U<Y+
z5CmdD{0v+Al*j_aU|7YYvBZnXxHCJLbrLp_eeDCcn7#i1oo?I^Aa(@obJ&ZMa6$GX
zgjVBhuV*a8di40kM6E$VX(TNwl&BJt6bynoNFaj-MZv$z9BuUc;ZXHDbpB$bYnU|j
zq#*{aUY@5$fzkq~wIrmxk_5sZ^_x+Y*#v{8fTbxZLR6x)1f?lVl1>r=M3oXq0C$U$
zM;RuxiuXcRwwtDDYAFv_)UiN_2vdqF``fIo)9IwB29n~OFw<#Mg(xVDExbo9GHZio
z?6y&{tCbto8C7R1Rt;6KlBaa1$|?1_K>(>Mrs@sWBuctor6jl#NNPfYboX0zm93|n
zTP~pVxXY+5xP_1AxP`)jwZQ<9fHB5NEYZ*@hsLs8s6+Chr8iURvV<u~D@{#8Xxk2+
zfLb)>p|Xb%wK*Yer*3<lw4GJ9={bX!hN9DDZKG2A;+obQV904j<e??!Q4Og{b>%Xm
zl9CDt99wigqwgGb?8+mZ3x^z!tT7$LzH!dy5x;v)?r|3z-Yg(b7voFR3Kq91mdkC1
z%ABewq(Do@rJ@y7wz`7UKbzDC?-Br>Hq~hwnkgQw<sCsfhMKhg*&2IoQ)^VM6et#J
zm}Lm9QbS89TA6XisuHyo4waB}N1SzTxTn_Y-YX%+I;APnp$Q>nXRD|L!3OC7h&T|2
zfG+IJ2(fn=TYzRfV<zPd69L~}Rbg%*wi4Y7Pt}(?%(z3!O*J=5DUaQGX;QvWa-n9I
zX;B0)<Eu)E{j<d_EE^}OrjUmcLS&GNyONL<@}8?gt61$fJ%_YGo9EAzPm_Z(XZtV@
zz3vDy5kRnf$3ei^w6?d5%5|E?Lt>2-v<0@5%3PzRWtx%|>H3RRVM^;(;q;P1{`31a
z1(pL|qn@TU+J~wX7f|!BInoo>>xyw*0LV#FiC0MKum;jZ2_)Oej}e0zHv;kqBN)lZ
zJRMuc(b^z@M9Bb52{J7wgirv}fahk<xL9y}%t)wMUMInVCiuAg1>(St0&^FMBlr{B
zAQ1*6+lYezXA!Y51+Yd8Vtu=#;E@w-Oc|T+CnIYa2ZS3gE%1Ag{pHVPrWAJGJd9@t
zc)&g|I7M3#c+Jg>_?t|e!~=_%+(@_90Va1K6ETqkZqdL@#>ZiJAeqm63r<e=;Q(&j
z9D6w5USpg~sxCLkF%fRWV)H+SK?<V~F+Ysl2*$<+;{fp)n7?v-iv#4wzz}@!NRw&#
zfW+ft?XiGl<Ul+j_xrt>Yi)CeOhE+L+k6vjZ`ve@Aa-(2z>*^a0Br);zrBTk;u3A%
z=H_6VkbT9b<~EKHBpHK#^AkJg#26OO2zzo5ua25!6PUpVwaiRfGJM>~%o#icz!TWx
zW4~4L7KynqFFZgQi(X^Lb8PmL7B`!4yV`!RY#<SQ8OgwzlN=)W_IUO@RFi^E;^s_2
zAYfia^WV=4AQ8DRNsjwOoLo(a&f+Hk5N8*?v72YXyu=w0iQeQ9oDnf1@(-|xGk_z6
zJbZip5j%K*CpPbsh=4_|4lNu6?o7ag5G*ikO`y$$z_GyMB#U?a{NExVUpsdkEu!-P
zTg)5@m;g_3KsVtKbq~vcXZ4Hl%SVY5d`w3B5M-Ucna_RzK#_n?dsts<K|R5rpyC;b
zBJx0ky}M4va6AZ-TK5@?&UTpw)`BM2zT6?0<CdKczmI5%$=-i~gE5Sly`si%ZVs!=
zL5vNEoJ7EzP4<|y#FO6<{aw#-B4T^q>P_*00G{9s0te-v$q#Sf{{VO28%~YR9KoT4
zw?U{c?!eF8DiWHCVju_zbSX^>0W|ArM2PADtR1iQ_apNqwcRD%4^woMuT#@c_%~Vk
zeMeeBGyKwhT4%`tQu;)da-lZ4vGIvG$deNS4$wh79aHZc6XHAXiMDShLL&_I;w*GG
zwz;ty$4AtD9coEq@7f(*CcQvUQ%a+8BBY{vfh|g#aD=QCC6`p>^-F2D8VmH*G;XPy
zre3CbAaylT(%E?zBj#<yr9jN(H!=(y)u7b%4K4owyy^9i(ma^?*jZ0d7)sG}EfAw9
zaVkk92(g~OqU&0ZH=24rWaVV)RBi<XYVA@~(gwOyAx5P?vz3JqKJ4{4m7u91DO-W#
zz-vTx0d^ys1E!wApB@p#ECKffn~0Oz=f>8YOqVcVbsu@njBOU4-fhQgt@vl5Rad!B
zrSk%4-AD>^PFh&6sAx<A5-TZQLM1B@@)oH{9e*hYU)A)kSmg?owOOQVn%zQrA<D{z
zwCyG0Nl-M-(zff%2>|u7=~_aN5~~%C9b3oW0H^1XX3OgFZC?6k9MuV1iU>kfw-l&C
zP!v?990a6EQ8vZQ;`iDp`6roc8WjgmRUIBzQ>i-D18pRWIHc6Aw~KNIO50^=g(X7D
z1l>E&T9aLA(J3^}UucenCrs1n!_Fc)Pp?q(Yf{%B66z4jfl5u(6s2nQx~`?DnXl9<
zD@s&UpS@JP@IfTVZ7W$y5;~O$Z=?WzP?0=NUjCiB{Bw%ukm^Y~e0ZC+^^Ltey~^|j
zCtBvpciaFh(&!AiTwJ<-R_n`Zr9yxv1I-DOf|8RI^9L&Ffk@K1T{X@C0xP+R@m5u0
zpW11xp){8yEA~z%Nh1kLhK5KcWD}m-f#ee)%!3!mjsZ5`II%d0&i>?iv@&kMc^h%a
za`)yMIXVW&Ic^Qyc=6A1uIHX*tU_8vdbIjvk?GTENE&->3F;|Bl>HBc*nFyaN&V>(
zR8P?V0Ab&={*U&u`&N7>_z%r`&oOCwFT^cJnGvjO9K7b3b^2N^TjaiD=IW>D-q%r6
zrw0QZyy6^HLluilDq5-N>nc*!E59T6F*}e95hL)7jmPA8>^}g$ICG!bzvB-id~f)C
z&V^IXJb|dy>RKB-%cr}l=x)DVrB~>+2-GMUte}1NjTWa;8!T4R)G+aCp@-Uaq$xZ`
z&`QMWFdS}12|YB})chwBlY~^PfQo!lWfbIL^OjT;l%`!;q^(4yL4iA@JZ<X{J#=+a
z=@cc^DxP|2mPi2=3Y4KGN+cEnVL>(}v?1f%ztRo*9DW9UkiN>i<MG#$zA5}t<}PaG
zEl-nl^l3cZSIF(?nxFSi&Xl?ZL1L1FLeaH#R8whsts~9S(N^kJA^kT{)ZV8WQ|~85
z{Oa1|iMjAiqr?L;cN@tgk5N9<U!~LSNA|b)L8^Qb_?e=79@9BHTX&Xfbw{~7ly&_#
zT&k_*ZB?yilD#$B&pGo2JuO9bZ8a&>Q$a;bOtu(JJsT7)KU9jJE+zzmAQL#aiM`Fd
zZzALf<EHs6!*=@&*~*H4DA<&&QyyL~RXRmPsq(54j4^c7Ns%PXlOmk}rll2Y+!D^}
zW+ZPA!8~Tq$i?aCR*Y_XYAVf4#iC+Xm4P8hmAIEe5C`Q1!pv+%?!s~a&xj&B#tg_i
z6TPE6MnK2bdz(f{xXt$w2Zba~L<6}H3E#E{@qs)OCS=@WZQ#%Q&&vSc87bqO9vi^T
z-zb=z58-hp)BZ`Afw4Eg3QeHnZL9$s_%deMFnEmS`8Kr9`~7ZxqW4(<90<Y0z_rAj
zAA9EfJzfXl?}xCFmo{&Px?Du&1Z026#O)u)Xgnzx7VvX{I|!R&A}<CwQVbJmfj!I|
z-uE~Ynet+jap3nbY!7+%$pCD4dc*;KeLQ&f&P?@2_OzS{ivxTRFSUUKi3<=EJk91$
z);_*37vh<;fj#!fCT};H7q|r2=YSIju#8xD{0s{d5d=skBkJLy&du(%-<9pGN^A%K
zUSen5PmvNW+-7(Ih&DGQ3vUr&HpG!5v~e7H$lBAf?IObB<Qwo#Z8z~G3m7mg4DLkv
z#qq)(HSN>!iGy%QVrJL+NdpIKf-}02HrpGR7(a}Yu)Im)H?;RY!p9hsi6D^|juptY
zqWJDC0I-X1AG#!QJZHzpW<t>MpC28W3rDG6q8seV%l`mszqMswA@d%&ukzNL%RdZx
zpPwDod2DIxtp5N4)_Gf%MxOgxnN>QeE1c&B&|O6yp-{z3bgrV24F{{J{ki*deTBXr
zeU?5Pa)&wccQ^B&Fjwo`=+`UPQgboT)k>OobS-05O<f=Ay(dk1r`vl=OG`uU)S+m6
zl=LmRU*>1*m-e#wo%S^Ns_(`B0EE=suT{-2a;~$=D{q@LxAko`I%c%~omW!xEYjEM
zwJcY$Ri#lmPgK=XU?t`rY1(>+T34yu;rdqoB>lDdQ<nZ6d|smDZd}wkcUf;=q+^#f
zokL4H)}u|Nzod$@SEy>*iz{`;D{EhNfrjXiYAP4^YGhL|%14L4lz)@&C>WmC$=h5u
zSghF^EGCAQwp~2Qb1JC>g;cI`*Gwgvl~Reb{OabRW=x>9Oj1$#MXR{^KE*bMM%2*I
zBNmfMv-4^bHf<Eisg#<Til<s<AzRXvmCjnxAW1%T3tI#WAt3TTbmR_B_=lu9qVtY{
zr)!i>1@sEKcAR>V*HBvf%@snBrzxsZm<fHQrC<Os2tOP>_73IdIjN0jNBDuvx_*Ry
z?MGdpsVZG%UWD7FPiW3_1wCygOO#8cZjOb7KS=ti=_y%lW&Z#{pg!<J&8!Zc;x8cP
za4&#P3}ywmtQH8F8N|u$1cSWJ72ft7VEhwowyS33&!)j~s=6v_gsn4aftNa;>4KFi
zT#AHEl_FtDAkLDRbC}t2>1zB72gPPen_WX9eAz@4&H6~12q`H_rb;MM&<JhCl_J11
z#z#S?W{DKEH0VQA^t8#Qr)8vsw#y754Ybo}0Ccv~Xi6JM0Hq)Su;VRWwYFP%Jw*Tn
zI7PY-QBn$zSMIDUq$q*{zy$Ru4lz1&gYS(3U?{C42l<NW+S^2v7Ra#JoFk;AKq({?
zsVV_UAlX4lKP+^ZgChe6j+Z!*KY4DVwkjmtl@jEexh2c-&ruxWKnP)AEC9$00d4`9
zaExLrSy5A-x>3}Wm9(IS!B`RMg@Ou{r1Ybt`hcMggnC6Q^}b>IO?{%YFN2(wUX41o
zmaCk#nrA5VDgv&jlIw^|Z`79AQ;KSyj4e*8p~8ebQqv8oD|KzDeXTwtFX11;T|-{w
z`h@A+$EeoQXqqFdZFSB4?yY{a?kR`Eji9qZO;)DfTHy~V2`xIMB~17wt?Qc4H0sq_
z&cCVGYWk&f%6h80x%X;nUUkKlL0Z(K(k>9%VJ#p8HWHMkGvAUQB+~Z4$=Xa-cIF31
zUS%eO&7VDqPo)y3DGOKvT)H5oB@<SKOqnpIY>=5`dBo$Lwc90NyZB`svaCXVI9aGF
z9&VKrcaoI>_0>OhB}fD%33M&h^-o>+WY6B&)%k+0Mg2;*QFVtZ96e5S`fOFYqM}dD
zQ1w?+wv`sq)Jfy11KV&&-ak0Jz}m(L+g$i>%39SIEw=T2KkDXnD%Dps{-C7NG>Uqv
zb{VH}MZ?szJNH!(w$Pvn^wtvMR*}7yG<sAJ?PK-NbXlq<(#<<>rNWYh)YJlAX=oit
zcAbG^G4lb(=nWjS%cYW#grSfQ=m9JZ@)=pJz&26lik0urn5W-6*}I(qzqgNUVdon`
zwjhvfNdjU=aCYM*Po(M<C@&_RZPSDy)zs7xPRMCX=r0AlQWn@ZQD@YFat(>BooDXq
zD$^)wC`ffLH1S8@YZ~ck2<R0RMa1-|g{@r-xBEq`e&|9|ji{=rt07e{y7@$edaf;L
zY^^~`OK2yhw322U2uP6v1aY}7$5Fxa7U`4q=^qo_al?qW$2|40jH;;gnne%3YD%hF
zTv{DtOK3Qg02bDY*UN0F3&NC!oKg-@tb}zsYI{&=l<iAsN3T}3Y86OvD(g){Yg!p$
zr&3}|bcjr4B#0O}z?;}!Zb81?_rCE4{64E&HwH5|*xvbrwBLzv)@Jr(9G)kDC7WFI
zu?+8K>BwJ4cCl7k#r0mHU0kB7%9o!7!oN*RA*8KI2~yC)dRak;2cfjc21z9G?Ee7h
zX!{xcpMKdK)$#8@`18uT*D^85e6h(IpDaD3b4ItzNz&?domXC_)YSLtYMN79Q&80n
z5-C$wx2c+Gy3#3@>#e-UiZU=wg@KKtAk5!3fq{@<eG~S3`&s>=zRH@9F>2ocJ|${D
z4y$>sy&0ZkRUVPcTGc+V*Dux7*J%w_(Q`hFt<boNI*Q7`6Zd3?sp~4KYJ=3Z53;_Y
zx42HwW4k4cVOuSVdKVw7mr9&F6E#(oB9U^d=_)3u)lo{FRV&U@N}VM6sY>4yOtp_T
zrI_RKdTPqNI;NiwsQE2i#LM#&_vT3w%4bSikDQd1Oi41*r2Q0^-rXUbk4(Q!FWAfM
z?e;$A&w%tFXZ}{K<r;s88b8EsOPREazG&wDXaMNCzbrSQxlK{cHCm#nm}#wFQle!P
z+Ra^C&Cwxxr86%Idi__#exgj9W@ZTUaR(cCAOJ|?zx;apRQ;fS)9>=FSI3`;n!m(q
zj!2`_=s8{8UXMhhR+UYxR8rLHiEs5TnWhSdYhIwDQ`I%Ud8tw<Y1vE3X_O&9KLU4|
z+yl7200Ra)TyKf6SVlj9Y?cp%ZALC}+;)u>Xs^YMU0rgj)jJTWsHZ<Ft(7XOX_ZMj
zM32hLba|01DM&(Asf1J3QQ_3o_4OYrtCS`Q)dpnA#btArw0=@*6ES<T)`Wc_ZO|Nm
z@a7HXF&ls{U`B3cJ9oDP?d`BTn_$FTn~8&%BZLW%XK!nq699V&>>~C7+|9NkO~;H8
z-p6~4aoim0H3QZ-j}~q*$@Of;y*>G5rx%GCCvE-U$&)1eZ!!2HX9oA_?cPDi8HpDl
zcb*iR34<3&u+MS5zP-3o4sRAcpvc+>)&;(V-F#o_+_QWeIA6xOX3c#0HgPEiZ2*Xq
z;?aKQOnCt80W)DX{CsyL;O-{`--t-CI0W{N@dJB_wn;kzB`^Ssz_i9-L|ea+>_-dc
zFQYw<R~&86kmC=#@g4rFL*LrKKp#oA2))J({ISFCVg_<Bb8<<P;(J_n5GGH4-%-Bs
zE#fw`fEl;FjvyatC&}`2ZX5}<ucm#rZ^9jTUhFykKYU2$K=60Xrv&yp+HD{X37i{`
z{b<ZY;K26c7r*aB`I`&Gk>@1)1D7&=i4kjqJ0E);=gHvtK76#w*}iSbv*zo|lVxnq
zXWg7iM9g4|cbmoJb{08}rgm*VoOzE-N2N`w)G3JRH1$Ec<_bE1TWLjF9t|N^3Jn(i
zQm7!QMC$(6B5Xjv*3dF7Vr`4?Nyxqo2$P%4Z)^_`2s}ET77fSPTdsQ82yuQ~8STf#
z&nVu}%zU+|ANs+{^yqb91=r{fxj?xjbu7@AQ%duy0#voFDJv>aKnf)-T)WF!ijp)Q
zX{Tw$*imx>PEf59s0sV>T2(X75nz^?o~QtV;0e&lCiW)82`2Ui*fWuHGie8ccg##5
zq)E8R2GQOOa0UBs>Kgd<L~NPI5t!24IR<FjbuLflEhu`mI&05UKvHVxx@&36X5nQ_
zdW8s3By~KNx`9jr3QDz^fJ7OQ_1g9Z2+gbwx15azx2x%0B7;+{q(E0uZJL)u1yD?>
zj<U;u%7_bXK$2~6M$nFTMR4@_n?lm{w3`~Vwlw`qq}ZRmQzQT)2uny{D1ZvnC@GE&
zoY}eLLG8=~2RUZVt?i#v#6JfYzKuP^?_g|y5;3?pk_IFK1@1k?yO2mbW_z0%1C88J
zaz?7;QR@1KFSx7v8nr5GDOA3n+-j<o<f)dX0dlEDKqXfBke(>kaxT2XMyiDr+T{_F
zime&+RwZBw0W747g)D+3G~1~L!DdobZ`63_-|BK~d-dYuhZ|&W2Cr+|PMDEn2kJo<
z?|#BSCh@-qZ?AX|cLOK;A_yc3l{ED<j+QFv-=%psQ%|(xE`cfssSX4zK^=ra5Mc2}
zPSODe;t3ytA}s<hBfa>8OI@$02hTjcS%(HFyB22;-qz=rt4l<QHU=icx7IIW0f_ON
z@JagIL{88mY;%b5BaEh*p=%ntf^^+Frl=p6)k-=k(q;f%L%kH}G7R;tFaZ!!l}7B>
zBI&wYX?vSFiknVUb*oOJQ*YLki`iW+ES{hJ<wp7mQ2nM7yTaCQgIi5_vvx!zay>3?
zLl*I)XB^snjKL9cfj>8E{!lL`jk`$Xo?+F{htWy*IyDZXSzfV9$U<_op<vW4FbcYx
zWTWMhsVU<+u5abd1tp$V&>3~~{HWG7Kpd#+H|tAf1?cKMKnJOkIuk6a#X63w&06-e
z)SCTHp~hBE_$zAkDPqD6J3S3Aq(};ND_8`|i7M(_Gjcg}%fW@oc4o+)Z1(%~AhX8c
zoga|-e0rL`uI9g9*q^v*gc?G$l0$C1-%?~Nr3wyJvSh6)Wke8*dcTO3O*CmaZ%m@)
z`ba7LgH5|oyFgi4X|{sklO?6BDN6mSlnT!{^K&9_J%xZDf%mryYvUjom=-f2_sosw
z1b`seaL8$ut~)#R5da0A<%dAb>@8!hxQiIPtkf&D2MhJpbrp|XdX+D@>eJO9Dt$si
zQ4j(U0#X1-KmaF;Z!<R#Yz!DO4YDjvwvc5&pl@lplW}?a*ccbi@(=FEc=9*c{JY+A
zZM5W&cmn$NcU`V}ayN}buV!2{zh@(OnIP^#lee_^gK#$^c#a7h3>@1z8Im@(<1lT+
zCfD;gBGxb@6ZIeq$%rM~`%R$6;$->oaWi<~lVm$s0hezqxv>zvtlq(=Zmn((1WIBQ
ze1j3>&Mg1|FfL;^;3pW~FMwkkOxnWJGcW{xzgZhbNilu!GlPB*Bt+jay{1ojn-~Hn
z&^Q9&#=myIa5l;V+vCPjFl0{m?|A^{Hj*Ta*vObbiLoLEB1sctF=M=T1a40XXT)YN
zc(hx=u#18qfny>;%!u!w!vM}>7AJ*`n@$-ESo7ug7+C4UOtP`D14kXa;#U3!*S~G-
z24*D4nZQnb+jC=hGdBiIi0_2n9^~No$A6%)5q<t>E@N?nK5{d)<jez{MV98>r-2#Y
zyIye5$3hHBNVjdb#7y2gZHT}YzYa;*NHc5SwS~!y@3e6aquwHMu)bgdF00%OUlK_f
znUnH}Ao~+=EjK$xIGI}7YHx5KxvkBQ6Eb1bi<4pS>#J*U%|q1c>!*3zb-_tnZYi_U
zVpG(D2uXlQBmzN^Va7pv#Z%4~E0V^fr8K6Ly5>UOa4A7W$10ojYZT}+4wuW4rJku#
z;}705ku!L<`$;}Cc|0-Wwn2#8W4)r{@!r<leR<>@zHOFgO<Ai9`yK9dxz9T@`q{E<
z9Vy1jYExZG@Ng3SFQZh?prs%bea@kD&Ib~dtwBdnQXNrBdKw5)mp3%_3RdMVsY6nf
zr7QH-U81OkDQPJ!)-=;AaS_&2Pg4A$N$F8vQW1!gANr<b=F#RO022^I%#H)OIf)<e
zZE`$<GcZ71^ghv-<Cbj^x$)-NekGZn+8Dm5psl1z6;n+64Y){Y)i$8Zr>RL%W$-;0
zKw1`pT3WzT7M!JAT0wy}*lcfkleT9uKf8`Av0GP40H>*aq=yjqN*1IcP9vpBTAK%<
zN=XTTutmELFMnHlib$=~^y<(YQq-@zeaYqZrD#;UrY@0dRIIv{Ivtl%pHtLtskJYm
zBeSO~Yo8ubZ|}<baj<*m_+uvLIK)H^r|I5AMsdPB<VlN8F&GmVi19YQSEoa$Qc7K~
z(+ZM)M^M(H%3PF3?b=lv=w!=;54zPl-|X5Y*<1WT>5jNknmU>q?zKFGC5nL4iY%z7
zs8iM=lBA{7r_^d$>nM(-A;6>o&%W7k?04y6co$}M$k~rAa<?apZ1;}eLEH?SiOg*<
zOuC{r1_-_Y5uX15hTTRa2|Ua6>n&6=>kfe>x7u4y089c9u$4ui814owN^K*&$odhF
zZ_LC;2mABPvo|i9_QS#JY`k3ac$b9|H;L?I3Ez9peT0T@5x0XP<k;jJnV6q`B2H{Z
zPJ7Rb&4<u|CU^!-#kUqVu^@pR$$=1YBZm)(&&MBJJZ5|tmsEG&Nww}kfMWO0n2n$1
zH#Z=IY1~^qz#>VEM-#l>Y$G<ua}jB`el`s=mUS&jqgJH1r|GFAyQ%666trkfiRe<m
zTk7c~gff-PM1@Ze2c3tFGK05|ca1p40`nUIoPYqIV-hy)5uP2l&i??p{dfF$+E({2
zXwIkZt*e;cZ7WLNt!>I(FV(V8wpdEi`{+zBsTCh1flU<jrL`s7ukVAei#Clpv<o4$
zX_O%dK(bJPS|lYR5|BwC00}1iJX+fI?eFb5;Ckh#(chaMk)Qa&Ncfk{=l=knNsArn
zY4UN9GXv=$^GUsi4T!LdktV=)+GK-x<D~pyk?}K}2+!*@!T$jDI%)p^f)4$-=7fmx
zV+U-^i`wSbp84X(eDbCI=J`ec0LOb>{{RqT9}Qo+(J!bb*_q9Vp5Po2b7PJIN#8fb
zkL$&bag>|!Rf<}gqNLK(zWG9WmKkMEl!!kvx&pdHB%Y-K04R%f0g!h`sHbeZRZ*u>
z!ASI6ucvyf^(&->QBgTlRL4q4TD^8!>Tl+3DtJdjwprcVGu5>A2*q_|3wDf21~VQl
zYXWgRFUSk_1l(IU8yLJy$UJ0_jU~4NpL({jzfC98qHVflt;2P+Dr%DPZ7KPOs3={P
zLV^fSN`-0^sBuPzO=YweizyY(D^YYPsGnIyO|wW|03{ZqOG4^PK&SwRPlF46?QI&(
z77Z}_>j+_&UtdpOLnvE{=}bzBPzmW1^B5xcGI+mEmsRU}6-J(cVQNF7x%R1+!jcvg
znuZlMEvR&qlomSDqL5Q7Kvf5IO+n_A$*g@WDGjo!b`|$}b)k^pZ3|(5(<=xLx&cy3
zp~nYT%t5gi0GyFwi^1OUX~uCA5QX_$Jx%i9-O-anT51C;sH}PNuCntqbloMekf7Q_
z^(tr;EnO4SPU294tCb`JR9DcjhQ&UR!kkAzTl$4V^{Xxhl$G={(W9dbm8h*PJxNgF
z0vSiFr6I+?hdv1zo5_u!L~V$Zb8CYW1b|KR;G4t|_(>h3a!><Twu4T_Vcz;iQ0p3s
zk`kJgQ@7BT%XCe%K+2Mm%Asx1w@%xHxWg|MEi3DNu=>e*R;+xIWc76!Dp8pv+@JEV
zGD*45yh*sk;NA>pZ2o<)NfDcye73iI!HYnGb76hY2scjcA1@l-BuT`HfhJ`6`Ewg&
zc##CKW4^=_wEh>Ib{2`h5Ri9^XT9&8hnWLw1xY4Mjlcw2@#gYuFKw^77Rx4K>~Dvv
zE~#rOs9$cTlA-!qhK!-+98*h4A2pPM71JORl1Nb(1u{6>)6BYVvJ%fV>7n<aAZwap
zTBX$6G13=O&;p*c4y7$!X-kJ`Rrt|l*qOlXlQKvKVgv(_Cw>XGHa*CL8H<b%ZJ9hC
z1Osx~G4?TyvcHvT+NWNlq`Hl7NXf0C3RA2Jkc#R{ze=$no}{U(6W12wRlVZZwk9A=
zj?)C(9N_VJr|NauRY0lJs^6k`Bz){GNb46JE+*)4CP?XVD@Dl=Pa9Cy^bL3A<{AN~
zS18BptsMzyDRL!s+Hf9|!U9sK80d29S55d^@$B~aCN#MkIDGZcUx^u8glQd9n}a6b
zy%HpBFfIkoWQc|_W05gC5$0z7^I%K}<6+ggUr^Ip6|59$noELM)o5kfbtmQ{*Gfv4
zO6p*Rq0j<U3PQ{tHMz-|7m@%X2+T|j6ZO7hglYsgc3EFf9jz0|pJ?(GneJd85C;(^
zE#@GAP5gG)0k-@iZ6m;fHs5n&5u1Q!NS+k-wqi;8ZafUzr+MKE_xiFKyKyWt_Q;s-
z2KFHRFR&n5_S{>7WcD|oexdCc7&`zX97K_c1}(nh@-Z3uTHGRJp7Xg8ljH0E06QVU
z^J4z4e;&MKPl%fzV{XPH9tbd)xd{f}mHxXJfs0!)C*_5$iJuY&^~^}V2a^Q&xgJQ#
zxUi3C2NtkAA@1?_MCN?NoWzWo7(3ejBmzk?NRu#j2V*xPF&7yY0?;5;<Qsnj18WIB
zJcE82Hn#UU6LBQYN$vH3W)MGh&lU_^9Q$~Z3`m~&%5#p=P3~e~$F>kxVR9_2<e9$E
z43Z+?o8O3B``!!-SZrj(6MJLF1i+JQjkY5o6Wkr*K%MwN^x^6whv93qORL6Y<7pQn
z$HYmFsGZ6uwWGc*dGl!)iQEYQ2grz#aoi9tLA1n(&5}txDY(ywgRziEFh==5&LbjF
zdvoD`1Btb`M5J36yjXecAjV)%)Q}h;kO&zVB#=e%oAn#miQd3RzCk%X%=z{ip9ioy
zmZYU1l`Qn6By}jMMgRa^N>soC=0Fp8L9zoT;$F?(G(OwI2K|Yf&yl`!6WjtpH-MOt
zFa&IUj!a^Fj~E+G2PE@8pxRzWn&mY=?<%6XZBaIqL070#P^RBgeJPT**;s-UAtp{i
zJhjW3Z_lrDO&f&-kGXRARddQAL@6evO?p)801#6BH~~lZfdDNNcmv0!-|B}t^5@+e
zC@~frW+ONjpQir+!tRoawz<OH6&+P$fJ&RCr+T4aUP_Y67N9;;CN2W6W5(KbzE9JF
z29wK9Y7e9z@V;TGE`okrJEzk)sy7EvFhOkCrXgS^+OMCvnyCeb>l)K(q7hA{Q@2Lj
zNtIcrk`-2g1e;Xs5AVu?4s-{!jv#2}+T_=GxMPtuklHFWNA%4CnPdRwuUy?XSSm_L
zLumC>76Pn?{Su`M^o1m<e{ke&DbMiTUsC1;iT#d|N{TvExzIjGYHD37dA_R`X;hO1
zCM7FJ8auBz>xyyLR_l&IamN;?7P5C!id2)+AG~D5NVHQY1pf3`o0yB(z!990n`T)y
zy!?3g81XI2+#2^hUhnIT?R?#)(WIwA<xMJqX;D%uE6VkHv>%wIOgU5nsnyV+3KXZ(
z1f+Eil_w8h&3wnH0xI=-<snJwQ!O|tSXdbgr=&{^t_nx*HlsaPl1bL@9``dcAjz>2
zdA9T7I1hUc)8-*Wf^mr*#xuiS{{VO21_0a+ru+c8)cE5SQ1gu~D`Cf3aR;djZE8Z&
zsK{D+RG7gald(5EZ(3i(O>TvwOI{k*=+vH-v#5nQ;RL3_poOhN<&r8A_yp}X&;c`u
zu*erA$e!Xyi_NAW>VeqY-1sr?+haF3H-Uy)-;3nu+3ma-78W||$=dq$=X=Lf`?nzT
zDkhQlIb&3F_gH)_R4Q=%p*>1bVJK3H2<UQ@ixA4bZZ+*^k+uCDvrt%XP@+FDtJBKg
zLQ!s&I@v&V5)_Y^Ax#4?;*tW6ntq~0dy_UG0%m(g@!O34k<B{hillwZP<*hQQan`s
zArL_xg2_rP5~jU1<L3E99?!*_w%lR>Km-!jvFaPA8*;Uy2h=27^%2}iwf39XMq}HB
z^8i5~Kx4hkpE(5P)*N*8b0;bDLeh?7(v_vwE)sQJIeAiy67cktur8$^S*pMY>MDZ*
z&b#6DL#?i}mbDr^c8rd$hTdg0NQB5jfKg>?o}mRztd#WnV9XmVn^znem}%}hLD_+}
zPT=y(LGC(7J0>k4$;?}}CT?+@O|TuewBG&&$j7zzm>cm{s+y*W<x|zL<uyZUA#FZ|
zHsWDKTqz*Lf&mheB!Wf7zxhOBEoB4m?o3?dUm0H3)4L}I&Fp>}#-L5PhxU5zctZyB
zHi`ON#NTj63=50cvSeVyn*uL;+HO0}ZSTYZm>wWcyvzeVw~zog7$kNU7>i7d?k_ov
z?I(fwaJ9o*t+_E~)*SWH!$9G!*QJ5sc>+dn5Kq$A5JBla(gaP6Fn8PoImY-9WM9pQ
z@c?7;yhVge&wwBd&LqbS6CO$5xWIv7F&kJ($Q&+mZ9A-T=YLdNokpCv9J$}IqEoR4
zGk87k>?X%+;DIPy3=wXdnYFKh69nfLn{gQiZbU@P9ANnpW9f*91bt#NnStD6BIn&U
zhMY3*ws-Y8acjd)cJHv`*v?#8%yz8{?BVu@=DjM1UFCm(-x@iOMbz}>b&WGv&^{OQ
z#<8X98cj`O8htjYL#S!G6-^~xoc(=OEfY1=?>S2CWko$JZmH*+Lb(lf9d4OhSElMz
zm0EtGr_|I@SI|~4?ImRmWh;wfrjD|i^fvW1RWt3l%k=Ly+pM~UA=IU4Qh5Ev{fEBY
zzhf>#`yqXo`5&8p(;o@>bDH!ogB*jRYq}3HbLNtbQ$yCY{SKCoQ`0qXRh>L(3Zt%R
z=2)VyZM9I*qMe_<YE7X!onPZa?H{k{eAV`d`18#g6@Hzm=)BAEqvDReqv|?4)s-4X
zp`~ja@2=`PeRh{qs8m%~zo%8w)HP8;^=(~6TeR*px|iLkQruP`@_FSCXtuv-cCQG=
zHcF!aqrhh>ULRjMHOWpUfn8BZ6q8d+CQ_bUgwOnh$%*=T?u4xMoD&(X#H(=%YMeQA
za;X$kCTfJ>C#TM?Q;#_<DL+L4e?X{S_G27kNU=6DBH1~;z=;w-5_ZYq=g2VvZ@D=)
zBF6F~h)fwC2j&I9C)?Wocw#I!+X8S7_n8CS8G$2=zWguQk>`GSXJZ|k;h<*AowLh4
z;za#S7`Jm^K%B;HZ!-!^`LvThb~nx-3)`_jzn{_VL-4Yv>|ORuM!8Aw$?j=S!ER0T
zko7kzyR9YWw9iq~(x%m1jX|P?t5mXTkzSg`R`k^e`20luwzMu_<PWqr+6z;y<c?u$
zmxsk}ebnf+T@RPuJes{TQ|4_#zfXHh*QwcSmQ_IQJ!LYQW`eoHN{10ns&<~}V~i)T
zzFKhovD%HK*_xa#UI8}%n>tL2imX~p{{Tv=P9ZvgiduD2QY;hZgyg1L>Iq89KcT+9
z69C1kG1{C`o>mz?N^rG=u4q!HCSpw4(!Ap)M6}D6JkTXdSpcmma_)Y822R9@i0yc}
ziM_01^XG-If_A*vZ+O1(ffmOfK59P}wWo@crchDPw4u_K)OxkGDZGWHNmC3U^ny!k
zVdRdW0+k(So@#pTx2&mOto1s&!978xxKT`#Gbp8N)23{K6Fn^_0ChrAk(Q=na#Q|I
z3Yc2o&`7Yek-eY#gj+m>c63opKU}2)ht?v(%osEO0Il$kv8HYe$FPfD;2fLJ?&eH!
zvFN;|&6@l<pz`j!s-+7`e(|PhwY3bixdlG0ODw6DE&=OXr~<?t%li)e9Cw~|O=FsQ
zjTLWlPK4`Jtm(^JsiW2PvJq40sRN`figsN?)gFV5sY+W-yn0vAzhvojG*MDC!xVJ%
zG>jl3o`#X6Fw;$d5{ANBNJB&SP*T`PK~L|f++c4gzF%neLcMq%6@^R1F-a*wtX)k}
zl|@Lkr7KN1Oq3b5GlCSAOdHY>C@lc3YbruA9?bbSpN&%r`pVT(QLRVh=#?ZYqH<DL
z%mr!^<xAcKAdxXkApH=K6n+fljdSf2@Z(1{TDLDFQ{|mKggond?y00As*;roN>o{?
zZ&dwY*a2w-KFwNMgs;;`>k6++_VxHtO8)@db>=mCO2j-FsC!9my?aV%`fa#ePN2f6
zgY2ZK#+IrkYY(d0{Si=-hZlYJ)%Y>-W8zOO=vBOc{YIxjqb{LZ$0pIfDW9!UgNkcX
zrb?V_YHv1>nn6R*Y6)5#r)gzQhWu64bj?#nt$R(@H2U2yP^56NRYR!K)KON`zJ&ES
z%|$Ij8hw{r>Q7rvwwDkU3P{1~J2QZ6Z<VYzW;cvbY~>a;I&|YxO|oLM3#_F4p+Z%N
z$e)PTQ`AkJyXXE=C}pN@_-T_A6i+{jVmR)`RU(3lrxd85M7e2|HyTwvWjy}?q7+3e
z$#l{tN<_EwesAR}DcwIsA)EAl$e$T`1D~nc)j2zwG`(%6$`<<!RVBLWV4j63x~)C$
zPPUm{D@cc#LR6I{ZK+6F6t3XCPL0ZORGOAc1Qiz)@)CrClBinBx==v51cPJLU>-jz
z8g{9v=@lrh(sdgBF14bsO0P|<evYZN5D6{RQ!Te!umj{+J<Yh-^&f~l{jAffmsjV0
zZ`Em30!=of%$n7GISIM}YO1l;%2G)wB@mKH5tG4UKgqEZs{zBdo6J$~SXN>FeyUuu
zK`GvoK18X?1NwWiE=VW=iR7ugsT4>8s|oXyz|KWao06q&r|E94T*aUt>hDamUr77k
z?f(GrpO*Q{Ugd5`<&9pCTA}5nR%%+!UYS(IWf|3LN@>`o4zv{6sMG1#f7O@DnoW6a
z4UV_EzGV0Z${Nqa9%Fk*<nB%8est#wMwhA3==`nA`oA;RF{jb=E~`@gU8GRfzLx2n
zQhj>I>HhCb7TQ#{oOK<4I;g2c$-RZi$Pg_SfM5|3000HJ_XqR>{8so`@LTPx%slb&
zbK*BH{4(W)d=}>|5uIn6b(H9uHlwL(I=3xWQ|OM=xXP)Wt9hL%{YHwOs-}^rozn_f
zTl$aOX&=lgLVS|>Ijdd?Lo*zkvshhKT#8AEm?q+ttD33H3r#G!vl6NG6O>XVqG6JN
zk#wQs5$%RIUx_Cd#*<EG)%=}v<k3ho6jYjNNfPPh?jds&^3l3VP)gOjSZ_xo_=oUo
z<KH9FQfj{%z6X3t_<2cHUr)=rX06Y>k<4EW6IZKLwu;r!Q2zjR8fK42s%i+MeY)C;
zdRCSw=;|4+tV<M+rR8KR{>VRRCQ8)Dz>kdWAZX)X2-JQU^P36%Na_tmHmb#XbVH_A
z>5ox?Tl&?Cfu{;pqM;Q_r(18i`hEQ_8rQ>LwC~xo;qIUCv*N!db4&Vf#C;Q-Dd{vV
zVV!Z8=vAU>N&EF>K9DPF*z{=MeY7(5FRrKFc9gU#*%a#Z8<@V@-(=kj;f+rzYQJgk
zgW7L3pM|2F2YJ^`6^&O_@{km-8fM*HV|9)?;vQp7Ee%n{t)`PkUvajTim?9x<v)(%
zcpe8^MX_>f@v6*27Nf?nT6N-!n}o`unTMu|t>w~9nyGb(si*}jl%3g>>XsBrR1Pn!
z#WtFU1;FuX`!`mDj7_dVkh*H=W=bgL$(EU)N=EkN#4pael9ZG!23nLijDJ4*nhMG_
z5mij{Ju5AhDF@P0`g)2|>On%(Kc1AST_$7*AX*b?ITHY!NyvyN-bs-?&ly!}x}_ae
zKo#%0;eM$vspnNthn;!F3Wrvg%ZXc+3zfL^2UJu^aH&OHR5kitX$!8?jT^)`r9Y)9
zEg?z>327g5bQTbfuvY5ZSW=WqP?V#kDfU8C3R0lVQV3#Bfc;^ZYr6|Gi0yY7hHEg)
z8(Tis;4c_aff*w47XbF$f#A%Z$AvR!J+tOX-sWQxZv$>KBS}R<hw94uTIDHCHi~y9
zj;Y61I+T{!e5DIZLdtMC(xWl7;@_vJq*-pMml#+8gt(O>sW&NcCLw4b$XW>t5K^TG
zJTqd%z3rjQW^bnu8z3@go4###dtUjqv|!zWnK2l!F$QnkTQW}ei)MHxV-kL!Ln1q#
z(m@_#FTPGAb7770K=F(4c+K{aBw8;JY<80y=Zg1Xavl6IegiD{WkJ(3nd8}D4eg*2
zDH*^PoIrpHn7RC7X23~OCk92%*U8w(9rKx<6vSS}!26J7gozv4ZJdq}f(bYuz3fbH
z8${X!i;*xK`et-&$!oryMsEPw_BlO)`SQ@e6BC#|FZ<E3kte}EBXilvvDp6r10AG9
zMBZ^|02mvK`I#|!5JCR{D&%({#ia12A`Be+#7@JwHv;=wI0F1M7Pd@t1n5fvz_AeN
z%ZDS+LTugHnt<(VY<v?WP7K&i{>Cn7sH=54%1t{?qp7ddYwD@!XlN+ddakavvZ>^;
zO-V^i!W??0rmCUDFvUAaTdzE{p#e)$Qf$PGUM&|gI{}mCK>Cx%Z~HRy4ui^nX&<xa
zHS=9fEhj7T$HxBvg&f1ol~uZhMwLfRpy<5&pz1o!MP{o=hibIiW_0RmmmjaDZOV!^
zP^yMdw_8GZ+SgB+OGQ~#Dp8*{o|>YfRD}I`>ysqRM3f#gR+P&PnNYrm=Q&1Psk0KD
z^&(o<lnmBVmkHzahyvU|>sqVq#rBh+(>2|1QTsmpYtr;yS*CuknKivr;deY~+D3s*
zPLN%9S=B4FI(i)}bt$%*O?5*Gex=qaSxc1<veNG9KFVKd{Yy-u*7TpVx5oW*Le%J)
z)U>W((0&&4w!O>Rrk?#>JquOZUcIAemAXEoM7sKxH1StMTKgY=b-DuLYR{p^?7!`w
z_SE|&d{O%${ipdC;lJ8H;D<PKw!iRmpLuUU<y}AGCXnv2%o@J0p;b^)(en16MXS;3
zI^AlQP#mWHUTZYeINz_Uw)Tw9q}iwT9s6Z{lYSe0jegA>oAC$jLGUw|xxbeF401-F
zuX6sg@k5lUHN6_CiaISkX;u1T`lzj^siFJLGf8D^0PdL5wTfR`L_({_mQR<>yZN?p
zzxg+sn*RWt2*N!MsaVOW`695<S}T}QiNPLxd4Nqnnk8ugWkEpW^R^hj$W33M)F*tf
zQ+$}Fr_On!AWieH=7RT1-9J#IzGm_GU#+99(<>_U-Aaz9Pt-K}r|7GwE0}tgwuZKm
z)v;AcS4#3*ewwPDp|@G6Vdl{5FCk61l&vKq+Y$<_ZgJk`PHlU5B1avU?IEscoXz%!
z`1Q<ux2Y#u<=$ZU(eX!H&^3fsr%_I=qUyZyuGi^WnspRWY00lmbqnlO3e?b0rmQ?4
z6jaGyppGt8X-on<&v}prM0dF{5d)7?QBRpwM@dySN~BGwrly}VLY?F;Y^ie>DDMEL
zmZcOa(%`1x6vjZ5wM>;MYDq$tge^&Ls8p1wq`mA(OSPKp(K);ymwmjR_L;DdKrnmo
zq)%<6#_$Hh#A3ray^)OfJ|}$Gsv^Qn2!M9sNRtQpttVkQF%oPB#zz~c%v@!_o3MRv
z$ECH8ptgtF_5seH7I71t8w`CUlR21>pho`ygcBy%v<zbTgE5i~yG@S}-s3w!0|&Q=
zlfJ|r86pnQOk!Z$X(o0PIgt^;#jZ|S{{ZFA;myJD#cOcmp9a4k5iEOH{X5v35xvaD
zOdbiI_XGL2If(~&yole&5kFD$0%N?~ce%~MF@FbFaktYqfFfW<(}*?zOJ*-{34L8T
zXYsar#O>hzrq^9w=FOx^bLTiRLB+v=+F<7~!6reO5i@v`F*mTBfMVZH5h8J8Ho*`K
zTu8LQ+QQ&i?K(#$^A@r}VufrltBR`hxk|wn9Y`ucTcS=`ZDZw7{%Ho^HaT*8gz^m6
zew-POGd6z1cJ1qXdo^*i=NFs<++sYzw1Pk*i|svHkg7n^jd$NgoBdzwikp;?>55_M
z<RsWw#!PY05zD-ppeV1Hb>!-`DT&i`zOIz4AKY=ub*<3>Gy6wqgef+jlB;@-e-v%1
zpOv&)JrT2GQ|UDQW1<htxo^`7{n7h#S7eWxAt9@rx#(=&HSgyU+~nhlu*hWNuA1h?
zH$4%qXnvf3cB#^TQXvbMIe`?4sX-ugme!Rc(^yhTQtK9%LQ<tBA+noAReUL-uRujA
zDizdAj)t`g>ITUmnQ7-8X~d0#EIfb-LTxD=g1=YPwMPS*jdfLN1gRnCl(Zm;2h(gz
zZ3rjjX(<v)g~>c)fq^h4a6s`my!NyKU~$FEQ<xXOE?rM=7;f`!LnpI!=1-}kyK7ZE
z#jB_@$(q)Z=AG%JHK*w{lyq8~Nw`v+OQnZcNQEc{-e{1OEVKx0amV#tJ6525M^>h+
zr+va@%EUT-Wo}aXfkW~E9Z6E8rY1oH7KN#`1tmo)N$LtoAf$sSQcTK7fJAh}0RV~P
zYM|$SVxe#D>Z}@tApt6+)f*Mets)3XQ{UkM0to0s=|%t_B6??1*BKniYj|rH)WM2d
zCbuF@xDGwzIMt+FK@uX-?qe1<i(kp$o$^TY+xL8n5gVIi5;uhF+^MQ0BU<IO>CX@n
zE4gvcy7Wke5kTkoI7&<?sY-pz*%Q<q2P<frl#K(Ls9$?1q19S*On>)5^w8^x>8N*a
z*)kg{1a<U<I1Q5>2D)1;h<0O_9U{I?;qS*L)K~-11It|=@JW&gn44r6y#D~pxiAf~
zs5d0z8`}N^kYEVCvznhQYx+r2wGA?%wvlsCgo=t@kYp23$Eea|e84S8Tm=GvQlKy-
zo9-+wZ8+TCbD1XlM+=6_Jq5HH>c`Z;7<U_tt(y*d9y~LKN#5XJ8Mw%v(Qi24hi>4;
zz<mZX2?M-XM-d0j%!r-fMS$&qZMcpJh=YOK>)&%@kEk+E%rxoKL96r^$ipjlTcewO
z+2mq<Q*b<)zT$V<(I7zVH~}(lFET7a6CKP<fHQH#0rvS|*nlmWxsK$K*hroNM4QA;
zEpxwt-v?tP6T?=!cizpL<=p3yYv1i-W;cAfID4FoNSnwc+5}#2<F{3$XY(Y95Mt92
zksDe-fDAyi+IWOm<MA>(nA{L9afso~_L-C0Hn|c$oktQQig;#RXUU7%y0xE!Lzjzm
zZF)rJ2`3<ZNEQabS_TQu0JjHMnZ3sTKoAc8Y(9n(FL5F!(rpkn0>l{xL7o6+#0eG?
zVr^k#-UZ?#d7dECR%UGh0rS%<+_BOY_BF27<JRXv&L{1E%e+W4djbg;{vnva#qMu=
z8}_j`#(0GGlVY8Y-Zq?n6M-N{f0qDz*m=H6Y-eI}umPR4vEl|+>MU<@!Usq2TmbEF
zS35K@c!46_u_Gi#00PiOvtks;$=xK}SeYBd0$_*|39#W>aCa~yZ-IS}foU;35<Rn!
z4bJgt7m<<x%0M;0EnznT;68Tm`Z?#BBP@a9A~-ttwatjrn8<6zqEns!0C;2YxtRdi
zlK|hh1;xQ2+Zp^p6F2Zlfd?p?7$6(m5$_p3ZZK>Q1ja3I%Q)|FexJN=0nx>rjZe{H
z+HpNO-tf%(bko*&G)iI*Z*hZrh#iK)aASkM=65FB->@5PY|jw}0Qzos`H72K1%UD|
zCxC64lVT<WAC!~aV{i{+bNbG<w(INL+uII3ejYy<l-z*?+{fV(M~}wW6C5yOz5Cm7
zYi+hcH;D&`XLC5r2#cMB<V2C1z~D2#V=;VB)&T&JPU3CDE)Q(-dpiKn%TRekEZa`g
z@8w~a2$bXw=eQY(6Zn_}S`F?^#w2azkt7lPJ0F`oMo5T~F94eXGh^%{@i@tNi6&%;
zy^iMq2m*cYX$FG8X4zb10L->St@|<yTKorRPkd!5^?gQ_A*QO`Qy(Dvtw%*w8iD~R
z3Ztq^)UF``ZUm*qRseBm03~Y*s;x?zp!HViR7yQ73wnUBOnF5`Fhgy1>8%tLtEZz+
zKqY6aDJeoxhe#??Qh-#Y5R`;~RHYdJ1PhW$00``7JZ+S`s{3rBw_dAjL7`9!Y*i<!
zzNH~E6uNo|c|~dJ2~&Zz0w)|V*5UH)Z+qW1(V;x`8s6Lh%yAlDlw!RdCFaz&bq8r(
z1N=>WDwNRyDIg-Mh}1Y->h%&5<r_!?(<RgDEH$&yd_C8y33jB?(P`;NsI5WgQczk*
zB(17+ky1jV<@K6jE&`RMMI<QLe!bE3g+_s;A?MH`8m_a`RQ~`_Do?3TM35<I<tL~q
zUaN^9NlAgmy<e(V>QDXWP^)^W@?<ULsltFF&45B1N=iq_*h)uCfnhE$sSMA2ucvEi
zV(kF-(~-G3F}3*@es3E?^?DaCRXoK8n&zopOyNSSb+|O`yq=GqpG{<j+yO}?4ph45
zT1r%ekU`^L)is?<S#&$7Ry$G9VYZASorH<$LkyxCXeA^j5Rvlak^$lf)-?nKrPq;G
zgr1<@pu-i&yJeHoDw}ytk4_Sj(L&HdR@#u_LehQfPIS#ipXjMib*ah<g|tIz{pQ0p
zLanpXZjgmE6Y`|OZ^7(2-q-Lv3$#!fp64vd&7VB7_*}GOrZ)mX0tVU6@OpN<ZD?^f
z>WREYJXt4<m)xjcDf_mj(|t-<^fd-trEw_*eFVPJYAE2O09L1%JxfY@Zc1&1D})2r
zOK=VAwD51-8n8j|KqGJu0tXHr(ZRA|o?R^qaMWpiKIiGmI?u)BX-N2q&BfuUJyvx^
z^)}k+>1mq=g`~1j>XBIM<T>d&=q%IqBrcsLB%-Ku#p=v93TU*AHjoaH>pa`ql|tZy
z`$4EVQAH%kC5kF>(t1=BQk4zI;~9^Myx<T1{L!|?lA3$Swe9229L$n)+VUg3dteEk
z-MF#d{HZtmrujyH)6K5e{{YeqL!TdCTjVNr8tT5Jzf}8;tfZE`LY96@A{a+YDG322
zbT$A{k$;<u8TSCd8%YH0Ncwx+M-aF(gCinI*!Cnucaw3y2i9_O27aVqlQH$2BckQu
zqDKVCJJ{p{Xo(;X;x1z*O}&Y?Y};evE+a7!nTU)*p2HdNlLjJZd4x%si5<nJF?(OO
zF??`|<364};o?N?nD7mS`vW(R0(TrMcd$EwzqPRhSc3qIND9IZ#wIO)@^78DzrFYY
zvCr>Z{{R^n{@iUGJb1T`BS*w|%f}HCC(bZQNw}MP-si^lB%I*pZDE3M7Y8J6H<*|b
zGl;$*0wQhR03<-j&G<o6I6ub#+ikWN79D~ebGI%Iba9ugYSAMbd+p}d_w(A&c$D8B
z54oF3CdAIrJ?<eeJD;RlOkdh0nEq}El5vqewt<TP6shmE@+{9^9xn{?I{5D%G>J{*
z_yA9~44a<B-vUWIDHA^aZhi9}Ma=h}6zopIF*h5L+F*<mVFEZ)w|pJo#f*zZhjVy|
zvL}B$?e%@fgYy?LAz|P_v9#FaSl->>-onKH0JwvRCQ3wh?kyucK$}dNw1NR7e^E0e
z+TVu^-)*A(@NF3S+~0%v?)cb6e;n=c5iYFSE;Az0nUZWK(-2}UB~0Gp@&S#E1H8d9
zW3e|;;y3o02Jv~fV-^v6%*SBIn;esji(HFl;@&QJc=7Gy02#IGo`c-x{qdL5^}SO?
zc)6!ly2Q#|WGk(Tgp+i?PUlljg@nSo+fj=GGseOzd1qhwbt-S}cT#iz0CF08Wz8w~
z4Z^DEC$5{VYAREd$|(sK0CA)CgCa0sSU{A=dl=YS(L50m{Z|6hxVGR&@Q9gp_gHl1
zS-AtQmKs>-!0147EIFGtq1oeM)_HGI(Mnu>E!5CG3Z~TP)G8>SY@d{+)Bq5rTlQ`Q
z5KqdL2s~g0PrQ51Co{3NtrxlDF{JYrtE2TIlB24b+dV^2gw)W~3)$LNLYp%(RFIX4
z2dG%_ng^A2@&tc!`kRCS1k`A6ti_2i^#~wfm9h%SxVIO_4{TQ>F#N#NR~d~71G>gE
zvUf0SF&|UXHUj?uS>E6=AOHpA?f^0^F$OlwoE|dzzJ;mijwLnhLvDbkDw$ArlA%2y
zg)>l(*{atmBrFIjN6jY<*v{~6^^5zQTw)2syYI7j=@bxpd+go~-=s*Hu@=mW8Twpg
zTGpEk@E!5CBP7pjUOZb9JVtiO$ukl?fFOt)iR?^{3vH7m{s5A5gJC!)2X=7KHzsZ!
zzBojtPEXA-VVM#n5@Z_#yvBG&Co(QJ@3j2UBk?~jPZt!FRh7;b=xFMy+yYB<wC_H!
zE@Y*YI6&zJ3~XS4INIsC3tw72eL*yOH5>&ht5vM0r$SI<s1zk`I)#9eLR~{3h&@S9
z%!%LX<?Q8b;y4=Q&Mf&1?RMmQbd59<GZ!#s@t)x1-1{5icwJIWiJzuKk(-cYcY)q`
z-hWqeHk&59UDP$FQc?{*k3^beB#xPyinS@H+Pa5ZFSMh85~0$ju5Qxw{*>q(ucWcl
z`?Y$iSE<#^6#9*=#Ut+P1w@3U$6JKQK|xAUVm~5ZBaqR}+=0{9ZyN5M%lh7`Q}+!r
zvY{)(!KEUcoP5<T`gG|yH*`n@f<RH@Vmy`i6bCtvT+=iu6Zd|xsA>Q}QHnZMq^UAR
z+I7k5uo8~EHlxlQ$*Kh=uU4oHEW(+mP^4g`M39BIOd1PFfgYhzBn2#~Uoh70Bekps
z$FRYh=Jp4Njvd}Tk#Ck+WIAeCdW#6(eNI5q)Jtq@9LD+uzVNhZ`fG|$U(7l}D_a;P
z4z%i2KX@5h3{}tCjW{jndVY_gAji+A>FlbdX#pZ1cA+jd@jW+DVYLuslAshcLQm6d
z$F$_)atzFg;a($S06+&96Bs|9*Wm&NrT+lhJ-KDr8O5@UrGBre>aKdajeS*Oq!fqV
zT9AXcq}V=_NxT%cgb$dKB}c0pG9b-?o%YN}f^rp@+G8^yk$cRLAXoxmNjbC|_~8qK
zlZ(i{_XA=Dwgg(-FZg&I`y!08ZX89MUKhTjj81Y%k%BQX-fuU?N!~Dtji89l;^VOP
z9piFr5tFg81dE-oIqmpO@xeLsd-o@7LABthU=nP2gPwdJCU1@S^t3b2k!RF5v$gGZ
zv^h4Nfw&MLk^NU5NVj*L$O3G0jf_kY+(`omXcK@0L<pOce=~2aeq1>g$;r&gu)ZQd
zJ>VW6bLvIKyR+e);mmU9nH`yCbQc=DukSH40NC4n?Ib}UZNLuaYsfk9Mo1VlaW}Ez
z6OawBJ4rFO@U%tbNC2Pnv;BlzktW%<v>Tbo>#J~Un-)AQ**iq!ZcW{~T-wBGZ3CE;
z+~m#T@;n1$8{-|gQVhu==5u|ZMZ`oAZ+k#daCV6R-0nfi0wM?zGHhgmzvCtd#Ko*)
z{?-yWwi$Bw0iJg2-xLPR#zWcci34#HayOezqI0xOgimM*SDa0|-uQ@v5)2Do)<F4?
zK$(&Ka%0-vu_|u^20@T9d;8uy<}Jh-^U2MvXM0<S1a|`g+sK<*&!@Xh1WNatPD}$f
zyb)`ij9xwXyrI-<^w-l-r`0`3`f{cgQ`KTRR*RuxE>N_nT#^AIEO(giu+Ox3A4viM
z;3oTIdx<6nFL)RJtC-s-<!u1&?8&tO;TZ-U12&esxPD%+AE(j$L2j|1xpQWk#;;1R
z{X0yu-BL`ZRq2A$C1<3osio4vAV~t%2Pks(zS62WQ&%Xcx|OBsN*!sk{zQ_LzKQ7&
zwSDCVNiKAe9I%|)O{C4vahb3&{C44`N=XVyAf(DlNl8kQL6odPN`wLplnC;846oX4
z-Wx~N!)Ft8jENj_J)wuJu^E`nYTUc5=%zI)2Uu*A()j6mnSCbRFS1sFG9e05RwRWb
zC#VcBQM{9TM2+tQGi~R@z>YUfFQ0X~28AtBnANDGp;Y>UOO6x(0774$s2w1WSUQ`N
z0>o!}c?X%)kdpT;YA!(N0k-ItvZ4S#DWx(^f(;^-VHP0J2e9Pd4g$l4;g)HBW3jAm
zG998hbk5rx5saPke1c$}qn-(z_m~Fz`21$pf&Aiqb^R3IVxNYeY0tF&z3}tnhLU-w
z;r^NMhnl&*mX}NBePfnuYW2Dudy}+nHOgmnR~WCVdYP_ZtgKZJ-kGFZRO_pG%7*Da
z<yG}p>52UwpJl(X&%p16oZav<lsSh(=5A;Br1viB`kt@OoWsm))o5dtb&W|>KXTQo
z-=wFgO?@RLMKx6`EIt`-t+$m>mmBmkz9Z#JXE43J!+f1oNX3<pVzT7TrkyI5nOI^|
zIz>eACe*IA6VjwhrCDC>EXFIA5>)El;b(0H42)h*3bfQ3x`2ftX_kW^1tDu2^9<0i
zLS>S#$&wrk>G|O5_K7zUfP8F0wh0+M!w@cQj?!(vxG@LF22T(Xc$>ucj>r73ah;@&
z6yL!B<lAlXEjPRc9x^-KhITyJhHma}*4gprIs!7!T(vIjGuF{kMaSd`HZh&PuuS&g
zF(Vzw7vFP^;B=4;;=n{MNtqFYncU5?VrST9K|^9dfhPMw?ji-Y&Hw`redCEBcXqLU
zw{w2INCCVD_8H6wwTRAkfsrEOPW$x}22G*IR+gGVoOQ*e2yF=~THIVE2tov@OHqK7
zChAdyi696h6_lj_sY+5nN^YX18vp<$N+!V|T;K!8qF-lkfpppipHI#l-KMtpF;?_F
zrO{QOIGq-c<Z+jj%ZMpPt5T?OOO-iD(G925bx#EJUBBDxBgyUttXmR#iStxsVYp<q
zp%pdtED1^qoJ)}@C(cw)DN<!1q$MkuxiXj7c57!Vc9#%M6(dWQfEQI%w3SMxlHfTB
zZRv~pvSm0cQ<q8-wI^u%ID90l<lQlzY34yx-!*D%Jcg;?sj2JIG|HyZ(W6sA^)PBG
zSql5Y{WQAUFS$si6cwQTZTC72N}b9rMv|7ghNYs@^tFsNQBL!2B%w{Z%c)aNB|%C`
zlC+RVQclB+Isj}41QE6)5!%3ucFe?{FW7tn39yR;F|~~SI{`9t$L7Y?Z8j~n*xhD7
zicWgEsfAL}B$P>_kd-|>B^q7jNT*2&mH{d%-kUK>nz@Tts_<+YhXuprVbqeqlPv&D
zTEH_Z7H=|a^)sz=3zGi;MIeMAB?(GLir;Q8vXvjgO-Ou8<SJL2<X&Q}Db%#2AquAD
zZC<6p`x<rnp0aeh_nlANno|lzGlf*9q@_$Z$DMN|BngPg02w3s$|5dI$pXaAWA!=l
zTavWzihm3_%aL^?DQs)HEn8I1B?w!z+Ji_nI&E8Maf*=Zl$FgfP?keP)Ou=RN(gmF
zkCJ`~f9$^BYhR8301W;Xd|~B&c=$_A$$u5Of0g;)m)O^9d5)7`PbKqVr>@d9O-D$l
z(v*}{S90A|FEBNwQfkU^RP}W9BDspyIp}(4$&Z%27Mo;@y}!rg&{pA9vT)fLg>as=
zVifb_Or1yPW=fSbuBuvTs%1=>F_kqEWz3khO<cts6XiD#!ggB{r>j*>79By0CSv4E
zsHu}ofmbA?)XAqz)u(wS6D3Vdv;(?kDG5jc367KYUF14`OZY>``aq*iGs)2?^^H*h
zuT5`jTEj@xDvd;Sg}F?pi$pDD#?s3Tu2hwEeJ{`y2v7h{2n1hqk0e1L>|!{+)OkLu
zkab;Wl63?!olBK<omZE&B(kKfufOQE&*_y(LeRCPO`*y)HrkT4g4$3L;?wh*01S@!
zA4vuVL`fFjYzgDZ_|_{s7{#mcS*t6VU0G39rEhO<8i}THAy+I)oh93KfM6Ok<{KhJ
zj6RN3jnzp-EQHEX3>7F!Ktg~Z5a<Bh0_5aLi&Dsl10ctEo~ubXj1yvJamO;}--BNb
zekRj~IpdRbZFOO#G|g+&h-Xx%ZB6=NG}@gwYPpb*L?M^bfId|vO}OiBb)=*pq`)wJ
zt}(FNFmJ@*8<A@qM8)FKb9@ut(Hw24@e0Zb=&GWrsH3TrUR^~b`IPgelVVXaQj)Zu
ziVqv9(j?SNRGIRn&XlVvRMaM9wE>VQSSdZCJlW=t(W~&oS6ZFrUT)@YQ(Dy_s)lKK
zhKZyQ$n=_F=XBb`bhuk}{YB>haEE^K;0~usYxGnl+mDYOFiC^(yqwHu;u0j>T%;Ji
zzju#V5)zUQ2%KD-7~1zFX2AV;zHX<|7LY-<#yze70IEz$ABubYk1XC(sN|+iKGf8y
zBEZ#9;WhJYz;92k!|G?K*j-Z&PIHd8H)1wYdd$hVM4+O7=xQq|(m($IT|G>xW0NM=
zk2QH;^jmy6)1C|F{{V>G)6B>ULW6o<l|jobsD(6KLx^^#m|R*`60q8m`aM3ibtUo;
zq<w|(^X$9uBjH1|)x5398X`4XXBmB+Z&hS#8pAad&9>Wb(&{>ys;HuIDo5S`qH>%H
zh5F?s*6GyGXEjxhbtR<1CfQJlA29vUAbamNxVK$3W2AcSnIzdHnFAn^(gBYI!N~we
zU&ef)ZPw7GQn8(>#OFwu3T9JDoSHgmi7erCv<RlBSj*_DSs9QW-+f23cm^CosPKwO
za}Ys9$%y$x)TlEQO{p_xB=I3{&dnE9mGtRJ`GU+q>4HyG3?y{L<lO847aV-|@ekn7
zB78}4+MRDhLwcH!TSl>`tM0m*1bl_Znny)QY~2W|ZS*D;03~Y*?n<N$oCO&q36Z{T
zBY3d#O}MrwC^i5H!2C!MFeGeFBO{I%2F39l0<K;mg5njJb#$P}tD~ryO*tTtRFb(X
zN{ST2ep<JXp=BhCM*6mjmk^MuYU*lws&!pbY9*p-3DB~^0YIB5F-~BD1bJWaH|(*_
zT$;=Jw=IWxr$lUpDXL}<>zYQ2u3e&NFYib|BdOYNoFpl0VF^i4`E5yB6t>otAxKd|
zlCV%vq?jpCFhYbYtEvbiq{I?E?Qz8PlsO<M8=lbs`OMhJ7m*+zfxgqf2lVyO)N|i0
zP}9-Y>7`C{1uY#oX%+O2EKZ~vX(?<}Qz>d)OMxA4GNS9MDrE8OKO}x%tMPn7i)J>}
zGFMSqHeD?SKPd>1S5YyMCPpJ60WyN8%qfzJs&vZ&YUPR2nM<fn5!*i|)bw=K7`6ev
znNkvGRN>PKrtZrOW=*A-qE^UDt#W25XLTwv<~U5V@JO5zHUc&$Ysla8<0{U#s5XGp
zuBNt}EwvhI<R+<-8y_N1sV*f6l0q7B37e2*Q-~JCL~Kos^MC8M<^Uwg><p3(tZ#3o
zN#6!Z<JTL;<@ja|g|087<*s_h7}vJW4ps%V8v9L*X2be5P>1QC)7|KT{UXgn3UzLL
z&N)o?&eKh!_gG=lrCC2L1H_-v9fi54)YEFz$Y?rMO1_udLWoL3)Q=QC+l59F(o*7y
z1c?Mr2;BI@P5%G^d`#Go4)`CiKhSmhI=%}0dHWse9~HhT{2lm7@d^HF_?NA-%lyI4
zlx^z#%TGzmEYfKenqX-(x`MO{DlJ`_$7q{owTHE2I*nGZPo)c_E9pK^HsXuP{s3|6
z>KeR8TB~WOWzo>8N@`}!s0&!!H8Ukk{G6#Xrl~u@Tc}Y;V5JR)C0eQqe>|FL^@~*0
z%S}B#;h3VYq)0Oqlz@~aOCXV8TOl8i6}00kQ%^SIPN2e@aRs*$pa~&KS4xD;j-=1?
zjBx<0UlKMDb9?LzT73BS$Mos^B=~*ycKc`OzYYEyaz`X`mVy1``7>VCG!9ecwdi_7
zTJEi_bA2<fG}@b|qpYe{l|iM{9aB%CVWm{n)KXQ7y4n}qSB(q(L0Dz6QKKw{6*i#e
zp-Tx!2|^Y~s!NV6o}!?nAuykqj<s_eFON#vjh@1GhD9{`Nm#WUy18_fNkOQQzDi8F
zr3A|=N|HwM6jG$J(o4tMj-=Jn$*D4?NHbFElQ1OAl(eX&NmvdylBAG#NfvR&Fp>^u
z#99FT>%;**;!N$sl6DcX-p2w-`A$X2iHn=%7oyh`smf5+pwfLHr!@ByQc~loDobUw
z^t@b1{qPzo3ChR^j7bVgid2%4lLRPqs1RVKK!FMb3mA@=#rWrQu&`lg<Gava`nkSO
z8<55I<!wMcFWNJ_OV4OF85>4$XUO?tZb&}^{hNpYcEIts5SSC%Y)PGlM*EW%CNn%8
z=H}oHreGL07qHtPl6awj90NISncug2D-7cB*4g;WEB0p+nFcKaE^s2mc)jrgCm?XA
zy~Nns0TCj7rffH`20=F>NPuTJj`<+T?QBNrM#A^akJ83Zw)1nh0CE==9sdADfPYx$
zcg`C1`>Z{^@gh|Kz=$`S7?Ijd;Lc77;G5eq<O#*`Gay7yi}4X8!MKa!_uIs8ec<DU
z42jziCpm!^1Kwk6WKKjd13*A)g2ma1V`1@!b*#fd;{N~^i5a|m#xFMUv=Ac1oy3zP
z$8l+yk!ZQ<x0t}qGG;Ig+TsV)6MS5VpA*Ga+I8m;+bCPEF34@PDQa4xVJJu{Q6Lq3
zpqUpIx$k=%$iEcdo<u&J#mkwu9=5%>HS}!kAq7Fi5f`~W!*UJ$TM=#oX2$ujyu@UP
z&fu87#v^#s{vT_#ZJLVTyJ*y@`Ihy2fes}Q1cnnTNw^U5sq73YVJgchzlWT>4_lA(
zHF6AuA%EaueOH3lO)`-ZNL!VYG7=>a-Q*tLt=r#0eirKSrNgieZI}L0W5c*w<5<ur
zG`&kybJNr4DyqmKB}_J@HiAHs<Aes922*zw6C`dxJJVc%)dCX#05faaev;80Uv_Q4
z?MlWv5>{FPb|>}-s}P_4Vv9XX;x4sPpF>JR8XX!_(1s|`g*nr6{{Vz3q=al`hM2~|
zMs#Y5nu@0s^-J$myszGRq18C*uA}oU(xoa+WmX`V;@eA>uzowb_iKJ{7U!1`FT;(W
zKKlak(~mQ9hJbo`b3+=9NFVsiQd6J3CKiM|l{<u|<!uyV<jFl<TAruQJjJWZDs?xT
zVP7exr9X9G13xN~$4cEuGC-(Pq@Iv)keyt1KEMsgxX9Q<NxVss!RCA918IUqyFuQ2
zaU9qTti^~IX3+Dow`hX_n0&5oOW0q=kvRi<MYkrz`8dt@HZjC!-?y8CIF06F`+z}_
z5=L$B7n!lK5(HQo-qR#G&9Y8Mu)g`UL4#poaC<Ws&-ytr;N|tUM?n|C;&SnqMv3jW
zVZOrTSc8iZ7cs(_-VdGs01+}WY;0@|j}Ziel$j<5<EtQ;v|x+)+D@xq5<7iHz=;O<
zAow6a2;uz}JxX-!)r;j1xaY@_Y?<$T+9%Y1hyhoD7L0;@#9F|M@TW7neXY64%#cj&
z7rEhFcH4c1Z)qlXf#1rK2H3!xh{f+Q20oxzgGNpOYi7(y=0?0&06}Y)hfiDd*TL<0
zpHPEg^e|=$pp{+(;KnVqmxJ}&0}?lm*O~JiMj%Xf5hnel!S5G6J5D%4cYqFTFBccS
z(09RtBZG%0j|b7MVqJ!8FVW#==k3eAhk)iY+HW&!+Cox_4OXh1pdd1}huBS^bko$O
z<^clG8<GIeNaJ7};iu|gqnSB+gHUjipVk_GR-ayE$XkkTQu={15LDB5`GNVu^ck5m
zzhfYoy`aj8*moVz43jr8yl()L)%{|`m=}wHC5B~z?X&70{Q$TC<nqTZTIZH}n>KnF
z-v0np@@A+bP1kDlih@*AO|LT7qNyZ6tfnbtgaA_o*BxA3$tqGUD)}Fn=~L@9MvX?A
zI+0VQzTIPPiB;NZ5mLLR(7*;_<PbFLkzr#VW@JFLf@}$sa!luo>OD_U)09<1T~|m+
z3Rm6Vd62G>5A71#!d5;|6qWTzvWy#0bZuC-8)gNyzJaxeMlNq|U>4!2F8cF}cUyIp
zskd8krx2)drJ+r&C$f;B6p{gu2%LA~l*u=N0)HEV1opn;jp4p|tEfs?*Yw>tm>Ehy
z>Z@T4R-g%wMy-?pg9SjZ(Nl!oOC+o<r~8G~x>BFkJg-tf0I5sWbl{>Obrnr#P*|B!
zr)(sWNCsM&3l7r4*1xI2woXCTU;3oqk>L8fhPM_5`NoeVz&4zS5wOA7$ppYSB*zbM
zMhX6G;7!3Z6KhDD5HrT^?;&b#w5p9BvrE@l7Y9$QL3}0wml}AX30NS4(0RutB`{Wc
z4y9K^U8lR~*HYBdIxG=T%Z#Xj7e`uC){sacN%;s+P$Ut-z`j87b|TKhrGU1&MFeO@
zV_q%W$Ue5pEkV7&GA)#wo0H%0j027wnHyjjwYD;2YusnBzYqs<NzUdko0%9BIU?j<
z;U@j=Oq@rExIar@CxFh)mlLTP9yvJ7+}_b{;q(VyoO)-kD3KuINXghl$R^`!k!Txn
zAVJ#T3t*Wf3{TM5>_nSFa4%qOfKBgsB*bn;GZFw`f1L!}8Huz>5=h=WnYR>V826Et
zy`wG;G&Tmet1g;$cf_Vn#&K{?)`+&zY#c`iQN~E`F(PbW-VVggw&F5!FL|BGzWYQA
zo#sf903Z=-NjN(U5Fj4Yf+hrk#2Oo9<3=o-Yhz)>ji4B@9eP+cT)Nn{R*92s`^*S9
zk`HT4f^bQIK`Kw-J&4H1=ZOdC4-p3D@<Ev<KqI*A^#;c`JSntE{PPy=HZn!c%wvil
zt%IEOOK9UVZ`8BEYwtXVXy|)$ih~9~lkQ0*bmzC!9l*qrXCRYd>?0qI<O^FQ@e`jG
z#!k|67>>d-*tXaHZug0tnb_XPF%xj&@24z-@ocqg_rP}g_ztbm>k}4>;EDDfiOfV;
zZvgQbNHIP{pCG^|5j)A)0Byy3YHFI-(@#jll`l9#Qp*jg)u`AA2?V7nQB0En2r7-X
zl=A+cq$E4cx`J4A0Ho-;ac-wkU8E+V$u#s}!jPb~Enr`y7(7JqJdbE=TY)?on)YEF
z9QhX1WJQJZ>&)pIn@zg<!WwOFIJ44(HiF{Ts1{042~pSp6}hnnHs-lq6ew<^nX8-9
z8&K*+0uqXyUG$55l&MioI3u9-)DSvJl!&!8^I4-xndR+1pG0j#r|(V8PNw1#m;rUK
zN|Dq7>kT0=R-l!Hgmmg|y5p`X*IaSe93-vBR#vsE1gUOH)O!+1fFfY=dhvZg(VhD^
zWJ6{Qx#E}axC2ve=eCDEyz@OCnpU1#(iqd%1tU_eBEM6Dl*-#Kg2gJqO}z%K0t}ft
zy+vI`W6G$jsCuFI4^rNF)i~nGm0eB~2@-lzAt{s6An|Gr_{i{lXUG1qf<`BYF@keD
zMBXGviHRhg#Bk-Kju#f;W-jfS($T4#)EwuS)cZBjj7S)OWJkE4%fx_U^CyN0fpTqe
zxa@rUWXPG21u-}R(<al5&U11$6LG_vi4%O}#f+IdL<<{Fdzf+{_g#lJ<lF_>n0by}
z>^*(fxe+S@L}Ux*(l!wz>3<;bPGT`*009Td5qsp!i&{8a10pu<dwygH+Cjue2%XOO
zII!PuY!7P_z-O;JGmzIF%-fN?J=)~?U&lzCgL%A0BM?C|nBLgf0m6_sSJ2z(<F^Z_
z#LVEBi*GPRwm2gtRw7h;ejt8RZ*C@8xwz-3XSR89d+`v-vpI9&pSQ9)uf|XO=ktZ<
z{*y$3nG|%!J<XuxOkW&x8Mn43Md$u5EgpF3zZrk?oz6J_0LDqqKkzzi@yw>#!SVI(
zBV!_LFB8VN@19h@oZl$l`0s1K;tWIZh7LwgV|yFUV!#0~F^LC&oZAF~Nw_J+<cnC~
zW4PiV!~p~dKb(2kMaO9-ETmj_@4be^Sf1AyFedY}Ux0J?<=q_){=V^G=OF&=EYU0N
zVTp^}A8<e1B4qIY0LdVjw!~s44Y!HJ#r8Zvp4t3H*MWJ1*pB-i55wBPCp+iHG7bhT
zI^QpMzwQw$7>fhFfst|}6JsK0zIaE+wXFxe#LSDBF}N2TD_mYIdmH9w`hdl+V2Kh5
z&eM=F2Jm3)NVSgg<ICU=z8CnvL1wkfzOCvGZhx@kk}^TDun~ORiI;yn;zgqtp79%;
zTKq<4FDLww9@iq@+i4S$WJ%9?xR?|888!lM=Y#m?Zv5fa-xeHwOyjmCC%57CH<*#Q
zp5ibM3Q3zqrfq8yWOyPmvBwaZBE!s&22JF^i5M|pFT>g=7(0Ri&f5_)U;(%9aQnIV
z>)Q{zj}hVf!$jx!MXppk!5J4efq1ZzRK{nut$PWQU<?psZ#Nu9VloZSpEt*nECIO!
zK4W4xh&eg5_L%A<XLG+1#*N{=KCs-@vmU_Qyms42V9w&?^%w$41Y0*V-uqy|jm&Lf
z^w><_1QI)fNR0W(n}Y{=9tk$Jz|PzR<jy1k5xfkDFb*<2XN%#!F!$->Ul(VI4fi|7
zOj{TH_ayc_DaZua6JZe^Ej!JkV;n}~abeyhc99<Wyx$gba5uKZVoiz02WXN95%_iS
z%cnkY>Dj|Z(%hS_c}l`&V>iLT7Z)J?e2KYJj7Z$v<YYh~_9S~7&k>R{2kYk|4b99R
z^Kl$ywA}|-)zk)^r&QFWl08&6>97?f5Ne$$r$iYLr&C}|e5xUPcY4MA4$vMK8MV3R
zmG};q>lnEM7R`Y^)0j5e{jV|+C+a3=v9`l=Xp;x>-V?~~(nssvYevyQPg>Y^tra!t
zPs;_mHk1<d^#cu5l3+k6Ax3U1;r^Bfq~5K}uk>6v>a@Bps4``?>FZlJ0t#P9DI}OM
zyAyb5=S+_+Pm4wyN#;#cPH*lYw_m5apoQsmt%|x=3Wx+Y+Paq0s<29!DNs?ECymjr
zM{k(vS6il0)^gQaRGzvGRkw``-Doa)v`?)9p)8W1B~3aKEGADFL(kPzNO7GDNYZpB
zR60Y9Qwo~U1kb5b_e)RVH+Gq16eszkq-xdL-mj@h)HN#Fq$yotr>Y!V0NUtdsVz4>
zAi^6>z(2k78Kv02arWsEi@k&AtL3L*HYAewYsT+W$dp<eZB%nVFf&FSaY${gK8~uj
zPZrRnDF}SF&}m&gCS9j3N$D!WjfvK|J53;Ie75$c;sFV)*D8riiV8=}tv!&cS5jb+
zC}nVN0422Is5!Gxr>FakdK%WWvP9|nl)4ZHR4SgLeR_4Es!~w300oj_c)R^iq3fg`
zU#&D1$~MupX8==*CITq60rEX=qtN$DpD+qBz<xb#mW|V1*o;TkcGa>0vLJh{>uA+;
z&c6EsmW|478k7i4Hj7M}6iH7^p<zx`Hb70wZ=o|5`BG7;)Kyf~xL&HMdZqP8Q`HW*
z^NKn7mf=#>^GUjnMdY3;S83JSZ9=KF3RkIK7YTJGB~up!N>-E94_XwY#la*;7Ip?^
z1^f&dn7z+(bDLeL&tBZP4t%?#Re=qcEpi6;I`X)^vX_!X-q1uwJ3%o9JKMp3Yd`>G
z8G(rWwy-=yyosClzI+oV_unStgCv~X#GA;T-&wTgXJwtad^y-#CS$KVXKr5(b{5H)
z>&>07Cc-!DI}gs=#rSi4M37AOBLdwb{vtm(^?hxzwaG9d25o;IK;*!j0!;gZzAgK`
z@7&#a-`xJ_aD3a|A3kl*gfMS&XtD2eBWaN^1<!kl4XqROz>jid$*>vW7(Kxm`uKnb
z_ZvhKE>xV(ZbjtUeT-T%dyzMfuRz3cZ(aIc`9a>`jXiCz7Rjx6mA&vU?Vm9@`jcqj
zBuI^;7%~Bwu{bAUBoJcCfH%w=fHvPC&JHXs8`v^M<}eOodl3>~`_GQ;c=F|8@jj?!
z(?QC^wYux9NRv7KX%;7KtS5V4acfwZwTz6<fI#=j-yZxx8Gt04OxQ#LZkUiS*vuH2
zfKElHb2b^9<|OU`?E{E9X4w$LmcO^Fa}fjZY@L{1&Uo?a*UUtLf+K(IH#<R(>b%%K
zEgk0OE>31ow|{uxOoQ6j+F)(_&;jwVl1u=0llWdRRT0=*@CSx$MTcnAWs~aPj9b~Q
zqg-(0G<Jz(9Q)(8-@UPcc+KVtn~M(@7VkC|h%qEu*`5@G9sd9x(c(>@oy2E_e9TNw
zd>9f;PDjuj@m}rPd1YtIiG$z8vbU_C!Y45!B-r2S0`a!QTu2-#&9iv8H;`ljxDgO+
z2|IBOqz#0SdqEw}cA1RDqEq-lGno33@0pJfVtS7Q!|2+^&u%*CV0mZPnBe3+j}9>B
z*kl0$;_y67438Grk^PncfpRA?Y2IQ-emegE!2bY%Ul@MUJmmiX!{35DkEwh>=NfGf
zQRZj#O*XGdqJ6CoNp_K%{Xxg|tw&6vOH4msMNXE@QGNP~rWmGa*PKcZOZffvBKuT*
zmvjv~nm#=IAl7~!^7gOHwH%?QYW2FuDr)pK{J~2}S6-?LXSr`))<ccGM?+avM_eaP
zucxMY+8WA~Aw+Q#ar_FO6qABfV^~CtW}qch_(beRkr<rxtQDnFXl6}KT*Rp|<`k65
zAnq)JLJscPRg{RRO)BcClTxq>DVIK4Y7_`?Q7K9j6bJ-{Np>aeZ<TKzN&dJyb{YIO
zl_vr(6A~xuxZHLC#L40$-qG9}?Ks@z&UYjWfXU9=kUpdWZ5KD*Oapivwet2^uAIOp
zE-oznV{xb!u<5AM`37smi9O>zt?zuqkTEyfctGxPdyMR4z%h&3+k!C}KKqX{VmHn=
zxiSsNJ*Fq<1*Gp`ad{WdaBRJUnoWpe1>f+w-r1fl!H>S){bWh*LA`~<kEP@hoLtDq
z4+puEi0v?JH<Pz=c!3wbJD<Sf`$)bmm0Xb+h`59NNcRHx7&F5#8`*5rU~JdaKBq7l
z(T@z9F=x})e6ncnKLS3{{{R|(%^cvaeE22LdY2?~JDOE~hP_6SiVEbpr0R;NU3D3w
z)v0T!(wc{8>0DFDr%h5ErfE$&kDIILFOGk2&yRm=y$4C<KeX4xT}zxaZ5LZlG3iwF
zyuZqPy`|A>Y11k+cC{4H@_#PqiuIbHt*c?M;%d?Rch;uV>+dOl1(I)J0B^s|+rB|F
zGEKqGLZ3^os7jqf3PUMET~$NMOAH2-u7K!Ur2)pll6@fIj3(obDs}^b)M7F*nfNvl
zKNzM+O*Sh(4y2ig)1(5BB-XA;sggHVpai+8V6rk%jk@UQ=1xUY>8aOJfCRdQNtS1z
zGcqQWnTfGr0<8I5zVTDY2C0Qta@MI$ty7aBo~D_oNAG;4WnP(IQb-}uPOSW-C#dMP
z)D^mG%3{8i`d7cmc?BI&CPIuQX@Z-ek#GT?GZYJ>(W(;i^{TH`E)+c0gr^WxmccEk
zR=8Vb=9l}cY$TXcftV>)-aaH#)E1f5Gzxm!W{4qfEw^6<Bow}usu)v6(b5S|s0dd|
zgT$g&%GiJ%nVdW3+{tW!Alg3R`KVa-*_qkzbHg%S#B-W$I=Zj}PfFsDQsRTE9+N~g
z2dG1?6f{(Ua*(p2wZY=~I)0qMTI;oTO3)ixDfH%-R$fDZ6{J*<-8(Lz5(-vT^8}J1
zMM>y-hLxdnivIDV^8lo%U(TH-t`gXEf`t~TeMBvis};D)DnTR*b%HSZ2g1&8*ZGc*
zm#K8+2P&ONb5I01K}}4al|5GD!oe*fR2nHut|$Z{9b9dzD=Bd5N%i%!<x^48Q_QHT
zsGTrNl_E^E@64FBAF7lj67EibIRZYiB+jaxDxRKN=FguoGNnnDlBtWCF+e2=8InoR
zTey#-{>~o>^p0S4o_4I$oL-wjSn4#d)*rNbvay#!knv?F?&)HTgb?ac>OWO2j)s_c
zReAv065C)Tbcl}F1}0(%BNi9@HU3fM>MmF1-5WrlM@=S`K~G4`02Ho-^*HmLAWM%p
zR_m%FRN~ZTZ^nH~fg`k9AYcO^i<1Oe;s_*h`IY4(ZY#F)Y3p%G^Co&eOxd*9H6n@K
zrNfgoUSw{t9)5TNbwbE0RMl<;dAV|uk6Ub>&eQDX6C#ZWPs&!AbE~HU=5<j*ch2*Y
zWy?R4l%J{+o#x+K$riqw8xwp%K4N1cexCeN5A+jzPk6*;APw$81Hlu;yN>+C10V5o
zh?xg#lf{#c#Lt7B@7~7wGC{sUBy?2EB;UJ-GDnWs?ButNd~*BtMzus!HtWtTA+}p_
z*A_`3EwqBQtEDod0W;E&RRY3bAF97cx9PL{Dsm^nf3r{7LW7b%C2Cyd@blr`fyoux
zu9>FOH_JT1sq!v{{YJH|X*C+&uANzw^9?SMSIh~e)af+FD64Cq(wIdx9X%qP^V8x!
zgYg%d`9D?AJ|59C`pcLp>oi4cwN<Rq(enCgsTSYg-b#|Hx6><20nItLD)jZdjX^EB
z_g_t4DSel|#XS4)JK}qM_0N@jt*J3fp=u22Zs@hO?!Bk#x{BPP=_#n7qG{Ki(#2|C
zLIdnF#bQcV_n%EocPuji*lb5*cBki7ExCy#$gJ7i9+JHhYAP`*Dm+S_MB1rnl`yJE
zn}|1=Qsm84q)k!-Op>)?Zz#JRPq$c>%urY1byZky8&@`>qNx*VDbY{zl~V<oYn3)w
zTGJ*<id3XdmYIr3Qdmt)dbjZ#nd$l4;wL`yogFjube!GJe9_F*)O8ANRWz(?`sH@2
z#XUlrDs4}&-CA07wo7HiD5UgbP!MoMyV!QPObkdc1%ce2DTQtcJ;p9z8wuWK#^%CI
z@m53&i;GDl4?oSco15)z&N<x(N>Gr=NC{4VRVe^x>m|$C?HO83q)3%2Ot3_`GSMjj
zlA;kUAqfPM<b;88T<T({PCT9NNrUW9jCYGkkR5@vK+a$YoZB&r=ZJ{}_OP{tkEhUq
zCulKhfD;4vjPDRWkv1kklQ*)Xi62N{8v;qWuo-|v12^^tBGWuyu}LCc`9#k}$@-hc
zyA!taz|&}Gg%T93f&m~Hy~Z<hX(!q%7otcpw2wBl!2@$~KKc16Ph^(ouVeW4{Su8&
zcgNx17h|Cy1i*;EiHs6<xc+e>!`Q`LE9_!%YacQvd;3@rsIxDLCSd!S+H5d(H^kW7
zalwAkzZ@uj1bi{pdC||hRO>1&>0Ga+RXypqscW@?e|KqUZApE`sn}+wzM(CYDNIqi
z->S;imlL|fFuL4h5u(EI`75Zduc?zuO(`S~IXZIEgas*IMF<6ywWx%l0Ig~XNh9S~
zQ%^-rKCY=^T|G3V&6=|8lpt>w0_r7zN<bw_As`Y!jAz;l?K|+}?ER;){n6C9t8*Tr
zmsh3ou9V{|)M^`Sj;e~)t$jLW0+$RXt@JHQbww;wzv(^c_~r3O?d$Qw;ssOf=sKc)
z9%!Y<KJ7uv3N7j=Y_x{Zs*YfF15sU4Ru;9tr~a#Dz`lghwA!i=_sRU@&HTg9+{vo*
zXEo|i>blmiRJy9lnuivvty0?zrD{-Ol9>?AEjxd+VU#7bL=ttdQGi6+MTO+wdHhZH
z-22C2Jc?|#%F<KM#VIMV>~x_jsI9J+Dk&t*Qz*-zqMQtrB3V0$sGTllO3F;YsX=~e
zK6%IX=N84MOqWSIW*<Sk(&WfdMCGBt3aOtgiHcIQGNq|9(%~d5f~9r8`=LHO2aD(9
zC&dLVOInCuK668i%E9WIb?U082}x4A8w~^?^z<bGDe3#u?8o-8);=L>1L04_mm1aU
zHOhLbO%s@0X|~?4O6i^tXxgi7wdqtpP|sRu>mdtyWo%RzA91C-<!XRRq+p1P!8WiR
z_Z>5EU_iEemG#P=S>`<lm}t~ns?ha~KUHBtB|$FG)wfcDQwOOex6-6osXa)sJxT5R
zO|X~-J%rU#CkmjYu0)m0!z-yNWYW~p)*(C8(`C=6mo0mVnh+*Ra+!#5Qv0NE_*T&3
zICW&1#;&4uI+m1GQ_h^Z(r3s~NScL9n58Ak3Efqcl`-C8q@T3;k4riqF>Bf<Sa<bC
zv#IHxpb!*v`sb-S=H?aYNRu#N5@eh(nHJarBR(!WTKNKJakF#6Uq?H0dMc^~RZ4lM
zm=OI^T1`4?9~!k{U3@ZyEexgSI-K;9wWS?h2~h%0u1~R(pTPY;hQrQQ!skq=!tm+y
zmL|=gK}R-Z#DxURnKqhI*DwVHkQAa+l$4~g4lNxPvRWlpRZEtVgv+U)EeR#cQi+O6
zL1IItA&3efv$?SjbCF@(?l1Kn&xwfR^o{yFe@&;t&#}kZFOj~_oZZO(02=k(f066?
z-maFflIl59o0jTY=DvK?d8L*Em7L3>>P)GcZF^L9q57>qQGHeP)YNS|`o66WXy2QF
ztj0m?Al|@s7n?!7zyf#<cY$I500-VkwoW$Sw##C09lXNiVB1F`qIC^De4I*BX=>+D
z%uQ5@6Y0>SIzoiNlOnEq6qf;Ba^=Ku_>LP*ib+j9SDg~kIWy8^O<a|Ui9)51r!0j5
zyD?ygxGq_NkF&ntUuqpc?SJ;4_=WMuM4;xKGnaXl{Vf_52RiBu>YU9@MM0y`P_3%!
zwrX`GQ&Xy@nfK_lYHd!lPSRO<P0*>Z`{7?1;ta?qYhc<W-!g1(lQYB#@8&*`2W#A8
zeC;KMB+e%%+i8LAyl=-lgyEEUE*Xd67<{uTiwvWtp`}9Bsj5thX;S3M-<Yyixtpm9
znK4IsYb8n~sy9^f5ltpdJf{-m%S5yVD6H;FN>Uv~%83^$H&Tn8V!KYf!qDput)~!W
z4m7nkw4d`-g(XQ<&IlwD1VnL`I^(Z|BU7iR)R3P|Jx-ug)g_jJ31zyPew8+pV4|cr
zwIl=*5|jagzp?T&c)+&b#(Qud>zs}7KRW|qHUo}CTGq@sVQ_bI<R47Qelhj7x!B(^
zmR-CoO`|x5G>W(kRlTP?P)TmJA=*VcrCGF8vO3#ow#UrnLrNwj0;70WXqtrx4lTCd
zrzkEWvWe7H(k-9?E(aJ={WN^QE7eK}R3wQ!VZpqJn-6rwrtt^x>~j^^si>t<RXgso
zRnk-&Sx9gtQWCU<bhwbQJu6Dn-8Z}qVr`ar+jqEX`iIHkk?C&sYw3Qk?4vgX?VAbO
ze!o&=O|}N-8{Cj*>$wEvcaA-n_&fR-e%L=9{vCWf_@|(`@M5Esz9#bCo6Y(?eRnwO
zT7I=hrR&Tg>L)e2eK(gMZ8a>@Ew|pFq<X9{R4JdRO-deVzd5<%;DWv$^M5k(k2LGF
z+GTer^Cq{-y4wp?I@?aK%i5h@kEtS)P<2#ozQ^Aw7x#CK6J^$lR$4(=M;&_x+Rd8U
z3d;Hn6B@(uI@~EnUL#FOJu_y}trM3aNuH1f;*&m9$z&4YNdWy43E5L(R5g=lNu{cj
zQ8t|J&qSqfDpB6tAzTjfRF*Ap9fK3|`P@cij81QR0rObiE_0qXJtviQ-Dm~TP_NNZ
zy;VY!PfkUTQdZ=8qviwlDRA7#B4d86f0j8q6Q^iv)@o9eFZG>T*?yU|I+5wcQd@DP
zI7FXKh8dg%0J27zs`JM&YKmG_TDm%QlN9tMFp!debxxpt;lNV~P+O%W1M&c+aoDUg
z&}8HNT|PVs;M?2(09CDLBUZC$4+}pd8xZAASkTee%{uFERUrJ@cADo}=j8z|0NJV_
zsz6b0kXU^1l@2Mn&r}*yPSSFwiBG4b%0+cY?dlu=i<B#^YA}#OpQ(Q4N(V_Q=4E9{
zB}*krB}A;1DM}`Kl_Zi?GD#$vB+0Q-OiaauW7|EhV>#c3^EQIqcqH&I!#!`LLO7dn
z(!^K+o}*mGahTM#-D6fIdXA-4QzRcrYw2JRK?M};gfNcarL@QZVIz!G5A6IW`PU*&
z1<d<QW)9LOFaZL>;!K;#7Pz^I;Tv}Rw>gktM)Nk{2{|0!x9YfVBSLfa#-?nTKW7KC
zUfsPO)5*V%^K)pMUTr%9U~mlDZ#Xgmw*LS$?LKpBaR5m72V;wNgPR+WMXp7-0Uy*P
zWI(u_c!}J}97eN00ma-V*JjZBEH2BSu;|0zsppWqNS~m!vPkf8zVQSO!-gPVXfi-Q
zOpW6g6FXQ(zkbA6k>3&dZzNpsr)is917Rj(H;apbaCe>nzkeI%oAR*Zo>~Y4cI)b9
ze!aP869&*gi8lwt0$}@tXd?F~h6uC+vHH(RFehyG7q)nTnHiqu*AOk-i~d<8!jOKO
zlNgIZxDh#pL_h-k33dYfbJeY;y_qv;JpS!FPP_wW6FG>3Zr?$$R>JrL2Iqo76S&Ed
zaxf=(j>l`5ynL9PcEGXk?Y3k|uuZLiM9u_eBK`0t)8BxzF~1vJxCc{hMTSp%!zT6T
z%HIpWQt>Is?qHH`cH9#gu#ykpNd#Q?H#x`?k82!cMZ|C4Vc>u<xsiypk|Yc8VB&FN
zduDy32H#8Y9C^9oa(>^XW5?>YtMKQZygW7dXA+o<Y-ITQlRFa@h>i)lBi}m=*v2MB
zj1dArvc-VJSdE6pJ;{i+3GAoI10s9K-vT6(e}@zim~&<v%Oqsh&^!C02Ip%&Zs9&S
zW=u}j1mH;^NCH0*fruA@--1X<zvYXYNQ`3<akmhW=J*f};K1CErcU_ah&h|&Z6EPs
z0l_;#I1Kh?JVClizIyY@$2Yyg;PJ`74_r=f*y3R@CTGapfz^E91elUA41jI#0E=SL
z2G^SoB2L@f<m_TE1PCX2B#rIDjj(O>xBN`pdA|@fk3p56=(#y@*4pcMG&x(4dkgku
z%cMx03w?gJzTL6YjDkZF4gUa*i8qT+xEB*K`@$o!$h;q@z%~&Pa6P|whjSe`ykD`N
z;^Jd?Am%u^03EpB{gQ6upl7r{5_CB`n+%<;-4$DP#vDtGxVD^Z${cNKLXdh$l&L4F
zCT2=+1m5S3x{seZf{~)dL+om_$K@<)tO~S|7wdDWs+R~q`_bh9Ku`iz)un?O12fp#
zWM0xc2>OW}0GJ~8>}(00gnk>wBZ@7@la{+DuQJ>mG&30z&7QemyT0Iv-@jS%X0L5a
zMySy06fakzxE!YHl0uh6@Ca$JdVxzVxZxJ+0Hm}YPNS{>^8WxcX?mNBl8Q=$`o6TJ
zn<Wf7w-&MiOqHUYDp6D=D(Okkfiqxjxb1sIqWfCV1@FOwAcJd@F*qb{WbOxlF#&B}
zz_8Byx%&f~<r6H)zM8$YzIj~g&l#;lm$khw)KzwuSi&1Jx5Gu+VF2Q(pHi7vB#_}C
zK>&z6VZ@1(ybpcm#DM~DHZw9w<6+bJyO{LA5lO1ldPyL9RUVyNU;-3Ugw&<qNhE_M
zqR|3KP%2S5g!4v)sFD5Aa@8u_SMS$p3RMk4l@aPLoH~S5xIvz$9|-D5`8s+-b@Fp}
z9WT4UvCjQ$!Y%EQ>7IvD&Bu$22+^}ShyasoUiXoE;zWae_;L(`A5-`Pd7kD){)F!<
z&^cRFKlCRuqLJlXQERO#oCPRCP%Bb~+6Sm~rL>{-nMf*9zkeBB$(+SNg*v@CbqrXg
z>Ls^Wg(5nF!)z&UC9;(d+Bnh#bt-y6JWfve8#&3JFII!JFc5MlLy^#j<<+fxvyEnR
z5pn+j)qhdk&-DPxKsCP;!kw*g+!>NY4Cm?u=GVz-+BT=Eyrw8=9(7Hqhn7KUnqZR(
zFTCJOOoRnW!juRC$vERaDEV(fzN1n4{{T@)y#}7)YfWiM{%uWk6~EG?l&v)Bf)yQ6
z99vksv3I$Ds^>GOxQjx;wIiuKFWH|Q+2dQH)2p>Ng*^o;)lU$9R*+TFo0)M_($Zi_
zTGWvM$pj8IU)35Wi}P!>-+!zZ{Y|5|m6RKvn%zVEQ)A{ziW%!zAc^YY$57_IMy;bq
zNQ!+QPJo}eX^0f5T0}?Q9ZWp>ttYL0DkV~rGsd(`MfaZmGkk-*kRvvi{{XFSOh|5i
zvNB=T+>7$JJ8O2k@z9IL+f~iAL6y?z)RdY98;L1#8gdA#btDjddgcEBgg6KtKPhY&
zPCy{)rAkpNQBsPOR93SpQ75TND#<3~$rF_v4kPR&cOql9GBa(bYz1fnL|#EX<aQW|
zj^}G01BnMehJ5V7fO}XtFc$HnYUTNRnk8Yqj2R>YiJSHyZ35P}1lqzxfoQ%5kr)6>
z=eH4)Il(!$=MsEkV%rhbzzBgPixD^QEKJ5QCI@KYpuMa;Lzpkv`7j3Ya`E_+?}-9q
z-Xj-1>;VG*0DzJ$!z69m#2GMc+H7|dByGF_yulg385hU2-)SOkJQEnmx4&t%&4|b*
zEuI6QISx+A4PbR0nt&L@9^CTb$|beH0Go*<+;)uP8&1G*<|BANfV9ki4aMLC0wAmR
zt$dGR`Ai7#WXui~=1qYH1%NgYyid5m#=s5py@L~ALq9ja68gdU`!lz0w(HU-pK)p5
zagmTDgY#Pn5O^l}Io#k8d`t|TyKi{rM{R(dceE3|$&)fC4nUjZKc3!wfHNZeAC{w=
zeO%lNkb3&y`EzeyuhrF}Mhw9uffIx5aeQFx2G#_?obT`Sx8cIX&8-{7&HiC|n8+6s
zIXn`3AItlA(oTR9#4{Z}jjgX91li(cZe!d!Yml+;j;ZmMf4+Y?M4$Ri76#+|3Y#C7
zd(RxoV&)=md7DThvHIfIw;eCzKmK$%!aw)uf^acMNgIiY-ZS8F%zendBG>@!d!E~a
z0&YH>a&Kcd!;^aBzWGxAb9|$J<Grr`0EjUU8hheXYXKkw0!_vs&F$oyZ@^8+@4g3+
zb~xU9MWDc)vHaWTA^?u|1Gy)KK1h-;Z>^?nHjIh$4LMn_-Q!s3dUCU0yT-9nV`Fn2
zx0@NA&ha=gG6OsBfiZ!c354JC6T}RYv>TIwc(u+kCMUh(RLpme13mt;GoJ*W9CSUm
zu)96Da)%ucZR{@3ZXBXmypsoL8+OFT$7=zYN4(-OJIn;z>JMT7n7K1?Iq#V`p2lRv
zT;3o8jGqw$JBShpJCX-`SjPwVdfTrZEzS?y;Cy;<A|)c{F+N1d@3rCt9qlKA(G!Um
zu-mkPWcjeY@5E%CfZM>ElQM0A(s482gd%fu5GQ}9vED6{xMkg?w0>Qp&>44WZ6B9t
zv`7=TdBG7Ni8B!=y`l)*0!T7Pa|V2m!0$3lT;GV=MaTxm&>~I5fO7)=ZEhF}B`HW!
zma_>71xisQj*y#`D3THYiJM&UEaLg!)GXk)J#EW2yz|#9Tf77Ayg2|*as~H@iGl@$
zO^KXL*-43?!Y63Qw$~l5CuN}I{$<n%Ea^2(AQY1AVm{=8k_SqVYKtpzBq&Fsmt;vy
z!Hl`(JsVF!Ub)R$b1o%N<rbEcsMUA$$wGpeS?WlY(<!kkg@h!m+}N<^VlQil(0hbO
z4l+F)-q|ql!-cdtymlTZ$Oi{;ktE+dT+-3jS1h+jOH)|r%XG}UP`U5W(p0E`M8Os?
zdv0mgIVVdg{awqoTEoea>+5wbw%Lh=nr2e{JIN#<l(@qx=_Nn2!L+F7&3S11zMiT*
z8jOyV(&=<`^zET0Acqu}9ZG;mPg_f59e_+BCa`1N*Xy5c->fcj4UxHL$nzz}z3&pI
z<V|@^hwIZxqSC-BtJLdRVYGlu$`Gd>Li$ov66zY01gIudo3o?xMwnDJ9%8E1o<Iuw
zzKKkfHb{b`3b(%TO!7$zOs1iQ!jeZo5_FoX>e}U{%G$cB#iRfiRZ#6hz<>w~b!t#a
zwS-wCvUs$THj}ZmcDe3j00<-t8}M*`4&+>DA0w`ix&D`6Z4Wnl+f13S9RTxgji;ld
zLgigOhY(3cZm6%;RWk&2r>rGxIC_^M6-#bN9+*NxIK*lk=giuP{l2eM(_|?=l^Xu$
z-%6wus8R;j;z(3O%5s05Js=HQK?G)J_}Xo61dNYqQx-8eCgS^F+qJ~tLEta0gD&?T
zyBB+CZV4Suq~F@{H7u!0Ql)BAi7F(iM5^j4D!C-wlX6HPnc)*L026t%MB^q!i5QWv
z;ypl#x6;N*-Uj&~3v3Q}Ceyt3H;Fm4ixX=Jf+GAfX5t1}WuLpVtXmII?{2=l?F@H-
z1<mGWH|;yjfdV)t__yPmZ#X6_M0W2IaS_}f6L1az7~B!~7cd93jABl2{MiwC!0*KD
z;2!0}g87FX_a{epkB+^Mo9NldlVLWzj7TGMu(#LvE~qn)uVP@xxI5fUpj>eSA}zFE
zJ@zwTVEuSvd`Z}i$&=>M1~FoHis7Bhaq35Bee;8i-rRI&9i8{hqj03=+Lco$PuD4%
z*EHn(sYO(#wwQdW>ZGm%)kBF$ApvE;W+$e2lDT?=SV?!5YyD?RN|&PQB^3IKAQdSz
z?$6!p5|Tm^P^7I}r00z@JD=ijVKKG*?~b7}Le_;PXi|{kR2GGxlqo7r!AgOUaRfvX
zFKFUlm53MY_U0Uumbpf6s#}i&ZK2DnzfxkgRV_sm%crVk<{xarnt3W|X&{mNs{oN8
zj-U!ue{`NL!OnXE0KkA|Y%nq~MZf}gHo34?Q=*HRXwj_GHac3W1T(7AfD}P$st9rn
z0+&b36AMwiQFoS`uWeOavs#T=w5P394gpQ8Fr0kUs!&ZpkguJBK}tV%2;lZ`UoTr{
zZWk;DX3uy#XKRb-Y&hl4!&bY-q)myN`|Y$4E&<Pxa|4IfYg*QszW9i};xmDZ4mP$_
zrkz6CaR;SsxP>9an^{O-Nd#XYL;=|G35fTZ#l)D19l)E!+S9<cU^x~eJ`Vgy8DBmz
zSR1z@{h9G*;&q8k1GSH6l0S5TpRM*bH#ZSrAa;{s8=bIr6Ffv1^S&$u6KhzB21JYd
z@QD@z{@EuJ+(Fu6V%@>t!ECHfeJ`oCp~KgaZcmxjv$-!4l5R*BG2F}<yvK58<m6|7
z5`6Eyw%TBvi-<UYZnAT1&eORwfJ}SNBu5b>_&&q99qxZK?ruPfX<$bnTEf{AZx#dh
zYQott$=i>@ci59~G4$LGfRQn|n~)pc@Gc1_J`ap<i(K%D*xYx#6En0<z>*1zf=>!<
zc*ob+Mtk>yNfRT83%&Crfj8Y8I)~GQKy$sEdcs>zhfWeRYu{ibksnAmnZUK6aIKr;
zykEVItON*xEy4u%7K7N>$OhulNfC257(5?b5O%k60UP*>XTX-T=q-29Gc%6zK+xH#
ze-C`M&G=lNM@O;99j|NOU^5vuozDdAe#5k2{`S%&e;g4Kds-mo_M6`m?go2L43JFE
ze2bGCNEXkL8xb4<$lckrB%h)>JGXVin*qr3=c{~kH|%(QN5&xSY+t|AY(@Aa?Q&q4
zi{RP>j`JDs5>)17+j3*gq(!WD_t_FjJ*1!cfi~?V+{RA_52itbzI&~&9P-E!tT|gJ
z8jUozUk*0)5A;WUrv43mlYZ42m&GrRI=x<p$?tq6=Pp*G)o3&=f0(LR<{eL0<!bsC
z+tc}Yt@*2?(sdd?yjM|bI&)sQ4zW#8s%=wF`+M}o{*a%t-`gMHkHUUc_!-VT!>)5T
zD*RHY<}G7M)%i1+d2xz;4Sc7pX@<E~y1gwm8}AzWx<+ZKX<ey(O|Gri#X4JW?;oA%
zHWnb5H|exSXJRuJB;enIPT7xplQM4;a!&sMQN}mKe3xwQDYv+1lxm8MT{!j?CPa!^
zGODSQhVDp{QzQwr>!O)ZqNLT#D=4X!H-Z)bWd(3^unHQCUPd;x)C$UUp)%5$i1P&~
zO3*iuWfh<Diryk%yBl5QKi3c=@a;2k0zmIP1eu7;U`O=~k=oJtw$SUU4YrlI;>;zs
z(xs_p>VOiGr5r~{n;9f=l17bN(ic<dP&P}64r&gjnp|Xj?D|TV!<IcDv;v~h7s%wZ
z>37ke=$5l&eNUa^n>OSRbK2Gp=KOfyA&i@oXuXLre>sqnbCcRY;JijNCf`7Jn=9BG
znBy#;)Rd$b6;rAxDWw+MA8@8x6rb9*<BJYdrD#{~xP%0#05C}6vbllwQPHPTQR#?<
zpst;ixl-dx1Qy?^d#!Fj`9i=#fSErtg=_Kq$lYdg9PlOIgIX6HY{KL*cI|%qzeu%X
zN3U@{qm8DKj-(+^)~z(HHeE?5DlUNPlAu5eZM7tvMB1_$(W!^{O;ts6fd(3)Y%;=M
zOP6Wa-}#+sXcCuLY!U_&W5yxp-g$j*xZ~?72}+)EPAjDn0zpwQfMx`UA1E0dQUn<8
zMq(y6G5x>ChXotu+4XYIo9ON=Ok0-ICv9@;ZqeNt_3JIPNYgahJv;@r^KTUW_OZ34
zJtv~7q<-STB}nwTNm8Kn1SPyv)m0TL3aNe9%6hs(i&DKZv(})5E9Gq^M3RK0BpY<Z
z9xXu`0{~1%iO2i<PX@wbL5MLP02^8e5>CK?Yy{siY}(+Ke!;0G)&K^)8SBHfhYnei
z{EI~WqG052X*syXyOMiCkYvU{v`F*cF}LS4#myB3cBfL^CY?uBT~z4_W}1nIs$X$R
zAOxY7TU(1!DoRoSQ7TeW0aAeD={`aGCHz_EHyC$O(^1MAJCavluaebKZ=k6qjVZFK
z)vd_+eRNW`q{7RoN}4O{`1aN8=F8I>y`jdi>?TM~@=aw_xpSrju_B(G%|%MfeHnD}
zrc5QkNioS`*hVRfO%ibG8mh^Jq#rRQYC;Kb@{@nbOHUO{S`r3iXCE>pWhx3uQc6fD
zP%24D5J3bGQe<pxk$B_0au?cDNBC1urP6D(D64Y6P^Y8Rb$X}Vs;_Q=%7BEoLrmI`
zeJW<uii($?b!2*E0Pz&852pF&;WydG?A^*0oXOAH*Y`)vRP+^3X!>rf@;bF$Qk{~f
zDX6)Al}JO4uBpm!q}M%A+FR&CorOAG@iXENJ!<~|5c#6JnYD7uYkZ-K3K}|QXz29a
zI-GiRR1}n~e2lY7%2I$-r(IgdThG3^TCv29tl8fym~JPA(qTBX{g?$ZSBlqsqY9CT
zRHVG5&`6e{KC(oW0Xk}`Oo>vbqDWmd;^958;FzYy)=}0@tfZHUw)!a~300G6r6>Tk
zR83Gaq%LAln@Ex-DM(bsCTy{D`fH)Drmvu+tfYCmifWo>USal@9Bt-YKwA#9WD<ok
zrs85?^uUCKw<92eNsGnEwaxbS$s~z9dG+=i`1U!&l+VLWdZBLf7bnpqY0f@eTD1;c
zZA{a!OYS(bUZ8cx*gZ->^pwkKltM?|&N`9`f`R?$Jy2puApZb38I#hWECP?pQ$7;f
zeVVP=Tze3~YfwbWN$L`&kjbc}U(%<kMujtF6sd#mt9b;vNFI*C@oIcu4yLcCBX)GL
zyo}7LsQ^usu4rEH(b58ih<P~RNVyXhoR}BwZSw^A;>|A8nwEuHolP-y0rfQsa55DO
z^un#x(|}~jxHvZNKPUHq8(8~6k_HJD7{o>J)pcn=Q7i8<Y<^klh{OTg>UiR%$ttjL
z`hoPXsL!xn{c*ff*pp}V4|6w;9m1cSc|wMrmKv{3J1nFGHYlrzM(3!enO$onlBJa>
ztwgA)Wc40xTk*T${=3Y7+*XyYGWM-ZRZ{A@x>`$(DOBc|tygWrr(mJ<wyv_<WgxiU
zSHs^OJ}%d2?VelZvg<WfZMd54X|vKO+LGGoXj}%>t`w{}PzW@r1TsxQF4FODft;hM
zd_mVa!<A??8Vxe5Rpgq7m8xn~F6yYFe@^DUQ`NNk*60OADr;V2S)$XQQxz2rvhxV2
zLY5Y$)y8GOyoF2on~LqW(^pnuQYBG}tTvrnikfAvY@{m^u0WEho?$7Nsgh|>1p2+*
z?fEENwM@s@hm<DA==OgIktVuossx(Ju0jIB3WY5>3rbAFQWG+AiIpUl37DX?%k|ls
z%qWnwk<=6+K|xqHFlQ-H{oo`><0REnPIStk`Lr3{Oh6|2kY}U=9C`btH}SXNc9W=z
z-BPETs92~?U3V~ZlgZRHCu!c)C@I$VoYsx0F;&Zy`aX_zt#43k^?F!%>2!KS6n#2^
zwe2^ka_8D(l-ygCyzGj8POGP((W@P)R;fj*>1uOVrfR8*2CC@FY97?k!p&7>9W4{+
zqHVgSpQ-iest_@SX2w@E$@o;te0GfsDMdyap)z8?^FW`Gk}6r}OALf8q^%-omoS-W
z?ox5OQd2Im6ENz6kX0(FJE=)K#1B3{BrJs=q@;toqMhV`qxI@YR1}%9>4FU8z|8pY
zL7YwFWHy=J^E+H^Yy;xN06Xa1x3B4Z!%Wtrq3X0cwE=PVKKG~9)7G?#nsu$Js%5)Q
z>&Qi2Gr>&NFs1s`@1ab%ge?Ur+Pc-;k9j9(Bt#p)j9SF;(<ew=nTwS%DnigoR)wWW
zS`-T@DoFuAgP3O-5yzX9q$we3P*6|>1tcjd1(<>@eG9ev#z?y&#x71{B;aHX;7)8d
z5iT28cCi3r<QTl**a2~|oPVmW<lfU0wk&aQE(BWp9;Asek_`4UgW`MvH-QoH^KJbf
ze-3^x&OV#T<HOhLwz1tl1pEu<f3#0Ky~sR*_J+o_PoZiY#QWUCs6VIa&FR{E^fa#%
zQA<UrJh#_TsM5C6Xr^5Cm90oaYgZm^ew$yhm&dQOr!0IY=HH0g*CVTubq#*MmbBeJ
zmHCTM)ipZKZ?B<$QwLDf>vZiTGe<?CXf+i~RxwFXmRG1Y#cgk|s8Z0-`pxz*`$O{A
z*{9;=Z^RyI(RIytNUh|(Yn9bS%ipWjs5bVYsOY+b6+WJ&S4B#;P;`~H;(qdlk5wy2
zUqM2=-~B#6q@Uo|+Ve={?|~eR$=?vUdz=0hd`hC{J!etoq-acOPiZ>8!==+TM@o$+
zQPrJ)P;q+I6<QoMEYs7_Ha$;TzNz{xCn5P4M$s?I&d+*34iz|MGHNH{RUTqo(?v$Q
zX|%IyT~iWefj**|pU#9Vpwt47q@YFy@~ez(l|Ca$hf&c>R?1dPq?cV*WuzV9BCern
z6a4(O@1}f;a+x6tDo85aT2i+B%BY2G01_}s-sFNvkYHzFZlD5#cqT!x8~C)?kRayc
z7vg^4V%x;WfICT&2_n%mlF_t{LtfQ1?H5U<db?89D`{vbX&6sawG~xwqMn_$<d2zd
zttpidl#*ph5=ZF7!ii~A*{V#rXhB@XsX-}1QUOxbr4SMl0VJCQi?NJs0+dpOjpZnW
zr63YiPVVRcT#{G-E=f57d{ylb3`BP_Ntw0G-fog+HmKUVV2}(Daq^h%HWvA=X6L~7
zkKmu!W8pU^=oD2v`Jge*ywhJrOy;JId1$QDG{@A1IQ<r#M8~H{OHMDLb*`oQl_`X!
zii9w?Q1&z9Z|L~=b<R3QrK@}^XmVFKF-WIqw4^?@a?Yz%&r-hV`!D*-(uF`*pv#mi
zW{#O&kX<+3nhm1}OY;8!u%{Y0V*Mp1lg|8|IMV6moIOk5N<89{nX0NqIaB^$%r@u?
zQc{9f9ra#Lc7RYOsUn$kyx5qk6wP1CLRrE=RIw>jS-&U0VoE_OVIE9tUl{co_o^x>
zD2nT9+;XC?P}N>lOZ6313saB2wyDEOQ>$@HaZah?9C2MrWCWBRdsWUn(^mL>-EO_L
zC32SOA5|L(1Ehqhnr}(B5+kNvONBrlsZxnFd6Sj(?oHQq9$V&ZF1JP2^s1LBE41p?
zmdngK(#lBzQkNQ7NmDPhR?Eogah0hHNmdXEoX?8`69OV;CnTJh&l%QLU!RdBawnm5
zs+BEN#+gVI=0QSy(UN4ewMr-nGRj>g4Z3$)G2*GyDRUCJL`@4=o996@eB=EvvoY1Z
zybkazUooKU+^6v&=N@ZL<`uOLLu_h&DQKn02})~Hm`6g*zVMWwAx2$ENmGdI!U&lL
zaArZq57WRgHsj+xjO<CV*jh#b5os~o_eUQ_{5sbat7wU(c|}!vNp6+JD9K$q!8D6e
zB}A1W3uu!BmPr;oa?~{{Su$o9Ea+Lz%;_bZ*~ljOyV^MF%5<SVbpv%S0@4T3xgSfA
z{)rh}S)9i}oy^a)<ZO4`+ZpyTY{i6#nIhw`02{^Q#iD%4*xoP>F(UUO2JsWdZ%gIP
zZ&&G62Axp0lxNpkeF|9Ihu$b@U?%DfDN2r*K_wvaZPo1D1Gc$__(sFoZkJ|jS(}Eg
z<4i8V0wWV3c0Wr^{<D+CM$qG{OKl-;t!5B}Axc_}zEG5;sYJmd2l3;iBa<{u86oay
z*BC;=I@PCAC<l~6O1eUdl~U?tfJ=1f0K_>95HFo{T_FXYSkM_|z><X5)&%<afJ#Ai
z_eJ`EcBvRWO@Ot8(~!6>T!#VOk7l9t=>wCFrtJA<PF5Xn)-gI~A#3`9OO*_#OQq@R
zTlMGDQc=@0_h~QM2l&J^oBsF8p~h`AJcrARLhI|D<|@P!EK-J?qzXv>duVVo`^5D&
z^<$tB(p!|Pt4P&3lU&vMg?6D(>uSpgA&Pi7A9r9j(z->0mK3b@DMd;r2239&EN_eK
zckM8I$?2I7y@)IbI#`}I4P&VQOW%e~z+L<MGSWX)-)FDW?eH7m{{X<Bf?o;s{{Vx(
z7j<1<;kUzXP~=T(RnSq%DAL?tDrofD3l3<E*K-XM^;CmTp`}wswwq0;acNRr0D|+M
zns1HY5YzEr;}69jiA<|l6kPf76P@|Wf}3Bh`}VO(N6kFTsq3t<sZ}LzHB+dziu8>_
zrKJ>A)rYD{QF2c!1d9kZnV2`gyxvH;+iA)N$vX(o;oIC8h!_*mc3a8L%j|w9jN<qe
zHB5@!aZg^U)wLBemVQw-rKHH3vo4$&la*;nNGS<R9nxcp!|+NBGNPuYkrNR%uJelK
zt!X2C%=#%+kT;Y=04xB~G8B4^Z34pSDqLnsUrm(JS4bU8Wx%$UKqWF;Pzh3m5ynOB
zT8B_lPNSwW%F4o=tI|@6H%d&EsM49HapxBVt{MOX(2%3lb@?C-tr9Z;UwDxQ$772q
z5^@QX7?1^~M)ra;m@~NJy#n?*W$eqHp5>l7QqStKZ1-QdF}1UJ&NrpASW-0F=3aG3
z>iexwG?g7{aHX~zQpsWW5}7WjIEK(AM1;vrjb5K!K(30)XPNnmLY9x&tw<y&Ht3d|
z=~75nLe~mPlVv2ufjjRaH;c>z89k;q1Ohn8GplM8?UoTxrz!e+4K+Xyuv(ByX>H!5
zwuO{{ve%|m0FogmhD=)Jh~ewM7q}S_qya4LnHIa<gP(%{*%pflgN)kIe4OorzDbc6
zCC$hfwWNpwJI*AKK{ye{X%%`!Sx~K^T^ov0)$8et9+y&}HkDDlR)*PZ{`p}=X5}(R
zNt2o=cd1%UeJ-SsR0ClB(y*l{4lTn-@hVGcl^`s+DsdzwDoWZ@p!sC{&aIPn9**%G
zy~XeCPcqrxHa(&+drXY`+J6iFQ{v>EhQ?sYKS;R(;&+)g97)z*WnB-l<16V(x*bBB
zSxTUxK`RMYN`NFnKp>csFHBqvPmiozNVj7n#lYa@fy@G2S+p$NA3ZXFB#YlKaT@0B
zz+KuLi`pXbZ0|A#_=)aMcR0v{Hi_zwZo<~;0@jjvgp;{8krQYpE@A=2u6v2Qouonc
zo{$gYgMY2(hF;Ts2n3Av>gL%-pd0Y%*N0wqiQe~#wY)*N_pywL_6qhf1_VjLI5Q)>
z6S&3m5JuA?BJ<iJb`U#6U}J#&0Wp}L_ue4R*pUQyaLwN%y3emskkT6an2sFz-o!PF
zUFC1$W@as$;`2AL+dKojlZdsAy^Ie30P!*I1;G~lyl(_aj6z^svSz?c5q~&|l6Sr>
zkbj)Y`HZvR5_9U-88ZV5u+L2MYdhzDIUL(3hc?LfG1}NTCvNez_$?=SyZ{HA8w{u)
zrH$u^&MzQsxQmk?yATEEBu5ToJ>tOrdx<8%V`Cg1#1;?1t#stvw0$lf8u;bg>(e6+
zeZhevJJ@!-8_r@!4oTPyn_m)kOza1ElRQ8h&4d{9IS1b`G6^R4;o~NDB$2R@^aE=~
zVCRF9!&e2*J>LHSTjvc!aL)R+y`6IB6DpB`Ajy(Q?>EPoG6@H1;Ypc-2=j~FZ|*Og
z-VYIwe2@%|-<A7Yxrx6HN%MOf40pCo$+Te1--WGhb$(Xq-(%kcuxkrgyNioox75%J
z3*>j&_Xjroa4*EK5(%3UeZh=@a8C1bZ4(jy0C)mCVkQnh4YR_Sh#*DhywCO%HXz@7
zAKh+0S1V_0*{!ap@3H0m7i`NMgA16Hj{pe(On_zwjezY2@<$Kwi~@7-0{(aHJ>hY<
zxBvns;(h!QWSbqhciQ*2Yrvc0H-aYp>>T*My0e!&2N&%Zg|#lnSI*4c`o3)W!@>T%
z!6NoP4W`HN;r&EOum&??Nx8A}A6r8JLUFfZMDH0FixM(N4t!^0?+|9)t-a!R9UEIc
zi6+i(k;`1%z1-hkT<>n}53VKSe$$BGKKI6WC(KS@K=J<jW@2r`4)O%XE(yJ$lkEU+
z229Cgus!73O{00Vh}(FP1B&j~Aludj-SP}M^WgR6nBw07rMT!M2@rcg*k5vDGyE(j
z4-RI+Fd#t3&68nk-+b858QnjY^(yB6^0Xp@Pet6+bp?Iel?V`2P^Sl5%IT7nG=-HB
z8RI63-dfO)_!S}MD)!=QD}tEQTUt!@F-Dnn@RcX2D}6#zt3cw5@OuVt_CayOhFa?p
z_0KG{%Gc|w8=RvLrf6EGtJJz$a+-8OcDAKro{6D<naYP@AI*qCQsf9so;KY-Thn<#
zwKqkm)$5h2{pOi{%3TemOoap<rz*(mp0uF|Dg;a@gQ#k}!>a2fefFhAmj3|7(z1}v
zBS9e`CAxG%3>1h`!qsCc*kTRMqv;m+x3*)xBZ*)^eg`7qn%b7sXTTA1O>x6E4sI^b
zlUmjsn(x#R@jAKi>l&_=L03fj6x!OSRYfzU3Xq^&ao5tNBtZo!Y?TWsGLoE8rQ}^%
zQAu5>a^vbCdR6R-$|<oaZPYlY8v;~4N{WO70Q60q(EDG%gZX|RP-ZfxaX3B!xXJBo
z*l#co0Ciw41GC=8A;r4fHdX-EbI#1{-VYbf*4}El3t4Tiy=khW*69qCzoyio#q`?#
zlFEA2Bp#Y|zh$LX5)-G?Q&iGArmCsmrg;Js)9pCZiM)KxxDugoQ*i?Lf;fvcFVeUk
zrG4smQDi#9t7X)HW)ilPl?Wgh24o1w8<i(NYb~?)T}c#r-6evU)ag*+DU1hDl=T~t
z)li52RVZRQXuCff=V0RZdvOn_I$3ef?%L?uk#51LXwrKRIT4vV<}hw?^x*@DK5=`4
zHxrKph{SEZee;oZRS&*UY8<-qi6zPh{`o{r(vstAX-*&jLG<bAkO)ZuL04OQlD_rx
za{jfY>p-NqDMdqc)!`?oq!t`nk{|*Ur(I;K0=iNspyt;Zw`+^tiF}J&SAaQN$6JE$
zZaiMmqTBlMw4H<t&wD`~rQ$OLUSxNXVc^DM<agsGsA!tDl1S7v>Z(u-daG=f6lMrb
zLw!srl0bwwaxL=$aacR<BzB4J3?A_w<Ul#+c58?Jj#+#;3&noz8P9)=x<vOdLG$9+
zzTcE&aDliU3C{lA{{Wj1d%+o7_PHZ??{Oz-oxsi{7mw#{Hy8x?0w9aUvMdw8I|6bI
zo&Nx;IB9&Y`M^JmaLxN-L_xeswWdtO=F<n;^56%meZjTJv|dkb`;bW-L_}XFVn<{2
zwd4>^>Dz)w;6RgsY<m)CdG{PwzZSFKLXvDdEy(nTPzx6J9ez4Q&u~Dsz!sUY$JX}}
z0U~%n^!-f6`*uG|00<!894QBT4UOd7nGy(-J^_(793Vl+zJ0x-0RsDEW-J4l)EB?{
zt=q>o<9nY!zv14_++t#5{E;Gj`00$|Y$ve?gQT63eyaZ7Bkp_HcDXpTcoFo^2hF!s
zZJ+A5;lu>J`5y9@<I5r%)*3U*i08xG%dT<NzBAk6e>mU&0CH%Lf4S05;LHnV_Rk!+
zp2Ka1<~s|4I2N^zN%}Y9?;=&|eA~>L-kSHXQud_ze@}2FDo|l5r$^mfkP66TD7NHE
zi78z4p<g<>+l;ujUP9S*r54?7#FQ<!5=vBsrBFhWK?D#8DKmK-YsmF}LF@(mYrqKa
zepHD60F>`2&H8t>@7L!BAOoLJ<Jl4SCIlNy05{LPjDSdy)c}w#FTOKx6F3q0h~hK#
z27E*d+!*h3yg`fb&MXX%!y@9=0&;U4LiW!>)&|69_Yu-MCG6a|K92spyS0ZSCm<QM
zz2?Sk7=x21giVY@WS?y9;ya7|YSYuyRk)UESbm}9T`e%u-f>fD4WTMhjmPe!i2zPG
z+v#}&nBQ!@Qq3-xPLy@2{Yt5(TLAS4S{n7=Y?J>0y;?xJO~E8w`#QadvGoyq@GW>q
z8IjA5ou=Y6xv?H?)!%K;jqd=BxGrsh<2RXtZ<0>aXtlWCzfy8$nB3}|#P+E89bb0P
zn{7xp3Q`qR=c>bii3LU4WlG3NNJ5puJky|QYo1=^YEHDlO=hyUD;_5WX<)pxu(APB
zEY&44vH${lpt!%e`4+n#9soP!3DjAKBIi*Wr3Q_wYD9g*POYj+m(%LCOyZdaZWT~L
zWdx8x>vbTIM1oHnVmSt`oHpjWtLXX@YXtOFRiVnO2|Wy@O|tobxJy-JsHCI=GsY)S
z=YD0>5~RDTI>Rd@hNzN?KmvdYL2;C#p=cmoE<CYyB-oI3RVb}QsY+UwNm7)lDkV}>
zN~ftr+>->G$(iA91;bp}HM;;AvDYia`bU;pIkRzLskWDAF~5Px8dRazHBM!yLP#Z~
zey*S^1PBM#X00+xh+0)p*$ENy{OgOH@~TAi^8SgXXn!w2eYO!-S_ewM_Tk1`3;pFE
z+c4_7NF6~Sg=jN#0{b1Ye$(E2K{y-*L`+)vwtJiQyxk}1JV05j8re2v4Es&5mWD3q
z)DzU@m6%)Arv{AHqs$uKs#W*>POhOV{pL%mZl5?!Ga(e|Bp5vnfB=jnMjG;Nb`}OF
zxdahw8%K=s5^_6$Hh~#135Wy9w%FkD7yfi!NX!CF@4bPa-Z8=bwkL<t<HR1^;2TC7
z<)xoLTYF+ap63}N-uvP_q@L3x2YsaNCo=*D{p5@gc!@I?B*%YaGmVVR!R`QnNgcg`
zk2aHGure-t*dMf!qyGR_`HMbeIN)+H9pvg8fPC7=lfx!v_KOk+i;SGaz!BPDfbSs2
zVnMXrz!5Vi#KaIdjpk0<T-Z;X9`kT_Gr>LXBuEq7fhGjp$+VdfdvJDUITmZ^z=yEU
zQ)2C4@Ez@IK4Gl(9?r%wE~B`EaC`T}Z9Yg7Il3lBe~bwc8N?YG!4VP!WEg^X12-Zj
zCN{AVZ{W#;ZvOy{q)cxa?>=~HEOc?Z!H$k?eQa18XI}kp+}ZKZPMSjm2?qvyeGb-x
z?YQ57K)!nzBe0wgsksItc~djB;{=i3RTJVn2$_+>&VS}f$uk)Kso#eHUz=xOoX=d#
z^|i#{9OtJX4c+}mPzi}l4%2y)d>j7&#N0)RB%SPL35dz>n+uEyo6iuL-*QYv%wk9;
zZF`CFvXTD)0PJSn&4Cs>z~6?s-%!r)y8JDZ+l(6S{c`^RSKK{s!Y48YAbBy3_PN{<
zxxRQUGi+_KBWSdZyTsc(FL>NqHX92M1BEkt8%^eJ4n6$E<IfNl;K84@ukFgr1%-?U
zE48?A<TC~BYX;6F3GeS2yj;Y0o1Ela@TNgK5N7*GA~JGMnTR>!1cL@m<0dX|CI}LC
z10HyGKgaVn#fX4N*zdOs*#7{tr~4wqj{*g*Iso@*TFs-jmLn*fl}M8Z7&yP+JPon8
z6&QW$caZ%%&M@<8>uJ`Orq+Y9lC&r(F%Tf$<BA{exH#DR<9HbD!6N<h;K0DJCOwSJ
zvBeevxCj3L^<Mg0p%*%X4o#T8oCmS&?{1O2r<!Q>W|K+HG%2ef1h=cvCAKv-1R)_#
z2n|%FJtV0r=?Z`#oAF~)%MPuD)@W5N>vU+9tM0&}zMT=)1x*USY=V^Zg)Ok+B%YYt
zRFnBm412|Zu#<?e?Zw3<WmN;{siS?$XWLOIb(IvV2?wVKsVWvy4^mf!1GN_c^S4)V
znCuRHf+p(=SlG45cO6f6Y*8UWN=kx|p&>wsP$DD{K!OZ~0w%<e2qT1NH!&C<2+Tn7
zj}wkJf9``w*HP&6B>-Ztr==R+nA%YIQ0pO8RL~OodWZz4sF)=wNfyM{a?N86Dz1Un
zb&WRVHIxU`DFy^o(}C+SsW3v&QVI?7cz|%Yzf<*1-JSJ5>qUFEL~EZ50&{ovM!Snh
zi8mWu+@9H+ZYJZ0C-BE><i^B(JZ3~qj9N?(43m%n`t5NZ#>n3Q%nOT5gApWTpXxkE
zey_>EJERlR!-*U(7S=u1;>>#F-LWD_5IwDK;6R(0wl99<fSZVo#l!;`6E>4`5N(nO
zh=bZjaeEJa?`WKEI02K9d`EC3{Vq2LXvyJ|n_EK8ey_lhrvVW1%r%M0$j^pW@4PT@
zK!8RG031elw283BI1bT^fw-H*Kq3TpksDkXleq+3-+UW;Uc`eFVmAuAZQ3AxewN7E
z@&I*hF64j<42_MBeDA>9kHqBm<90Xon3T=Q^LQ7waWF`TwC3P&2@-H_Kr(M*pWT_5
zi^b2H%u`g=D59R3=gL4T4YsB918%nzB`81>D{!SC10)2JGV9P+ND{49x`$6CKsd*!
znyS<#QUc8_Ib5WW0R_Y;OpqZ^zf8EXA4GEv#JM_I;cYczry<dqox39kzxD&)GZB65
zIWul5u*3BZ2I<*#_f!cDvfABnq)d>O(xnuG7l;!O4;TKnlTMgsnd;|y2rkvEFv4AJ
z$qR0ssZ)(DKfK*Tp+Fnlk|wTU)XQ!$O!74PWvr;v>CGmU0GO~-Q29ZRnJRTjQi_er
z)Od{M<eLX!p=Q3fY@d#1Aq{?k`9DHQ$-SW5wdi$BBrd(`Z9OHVyn#_rg*@wPP)RJZ
z$#KUP0V?#=5TZIrj-X6>^lDOJ6&j+#ok3ERXsJ|^nQ6w-lDeL>sND-8DuaO$hf>PP
zQBsPOqEw=z)JmmBNtq<fl1!c8*$%)GqF`8(On{I8$-Dq}i-;TndvLhOk*T|7$FKpL
zfGuIDU@e#&T;}}GsxzwB>yp`KjWpVGYC~<fjXi|0rwdS|x~EiD>Rt-@i->UwQi3GH
z8wkU?>#n$`9a`OSW>n(Vrxv0>g(+$zsKALmPy|lHtMYHa&x$<s8GA(KYR0G@4V3Dd
zs5)&2r0KKBa-=2Nmck{)8dfR^NJ&amr<qHiSn_w+g^(Jk=dNmT!a*+SyuQ$BDKa`j
zwF<O4w*paf(MZ%SKnE0tiKxdrP32!;Hc!q=#kPuxRdR_6!|?TbO1LZm`8kyIVrR+K
zYYL^)rOnhe?D$5;Z6-7jsw^s?NLvwAR0S<L2X&U2v&sa-*~pY8D4h&>>V%c3B?(fL
zwE%>rDk@Ty03-lDVxnLHB$xtBaoV{r?ECRUozTrq7J|JiOnc@=r>{74))d;3R2*f8
z5~|veeo)zBnMhiem~bI3I^U^$t?+N*SHrdyS)}sLkx05m*894)r_)tb(pqUrapmed
zlH5}b27&7()HakC6tWA?DSl%7QT-!a*+b5n&YSSpmN_D`m2}Nb>McK3)|l4os&$HL
zH(Y4fG_5aM(kYo{upzgpL1F&@MI@y~@KU}pOph&_QMYv!xPOxkm6p^}lQO3m+DeI1
z(IqoUM5LmQo@kPp^AwdTP+et1rdrgw8>vx_>c1!0R?kbPsoLCOPd$6GsBpPUQkGBx
zmAz3h0e)>DfW6rg*r_|S0U`ap`vZQ2?}i_0FNa*o&L0#0DRcgXsB+gkQ1a^OISlgs
zB?h5DjVhB@)smWyV&%<k)-@Lfp-)dmRvLDmkqGsww92(Fp?-6Ili#r)FMWkRKj_~I
zIWt%1K4#^eU*V@M^UEB;&O<?RvFgoVSms?8wwZ<U?JXrERE*W~>&jue+G={_mt1VO
zQBK`Hp<74n<NAO8(jR6{Qr3A>k-igrC)8TzEmUh-y=J(+V|7DOO$9!jg=w_x>MaUZ
zlFd3vZmI1-E;@v{`!toduamyi-=&xBTlT2<n0_Yn7NyD@nX0Fi^uAJRgOoW-M@0&B
z?IyarQlzPO_2o9RQtq%G)pZ(LjY)5$RZ%%i$fTzlew-;djfp?XHj`~Cu^p(JhGIK5
zx_W^t46McID5;e_VnCL;3&Jq`My8)}LTt%mZ6w5yM71JYgD)P|;It=cYU-)6N{Kr>
zu(VRsNS3;}(voD#^F>tEiKBI<ViYE;<>TwEKu%Wda?Jxl)%lxOq0qD{C$%kBz0%b!
zBLY_G2ve>qNeN3#wA+rl>xu|%q&VW#l%$?L6!>BGI^_l_nymPPsZ{H_x;-~t(lpoC
zMWnOxf?8AID6OvOSyEQCIZA?{gsHVQqG~+)_)+%g=8jm_O>e|LRna-UH8R`U{*$NB
zXgtqMg{kE_v<f<Qbge*iFQF9br_*X(NJ}qk4bnEt4SLb=uj5C<pNqOuHJ^vv%EfhM
zG8FB8jZ%?Cujzm~wp6N}HRy3{wo7QJew*(!Jx{mkRn)ZMaC|(qZQqqD88W0{*mXwB
z;Hs9C)ngb%U!+%2QoQA>6GbgF{4$+3M4+l_Dv8VASDaD`B_}Fu9?fipLe{#fsd&C2
zyz(fkWPFtpr6*sK8M9^8O;yU;Z23q|=m-jRtFZFVCUS=+(~3?}<vk-rY$PPS#TzZY
z=SeC3wLt2ssg$WiIPFrLQkJ!-6)9e(-|1CUNOje8p1+X<HrYzDl>~rRnE7GCyAnYp
zs%~`mSgodRp``TnN><#ZN^QiLQ)(&30+6KysYp|6=t)#@kO>JE5qUNeaTfQ2ZVqfV
z@m*zYU1dbdirMuQRclkusjHthrlMl?E1x-Qn4;q{v+IoGBAQHzX_X>WsS;8d5~QIL
z<s>+=WuOG7C;GM`JoNi@{hCL`K0~PZfy>48^N%2DHC2hBVYIk4?GltZQ&mOMl!r}a
zD`uhUB_%~9b+hT7q=VoRtYfvTM2q(Z;E;ZAnI;4olgI28(uWY^ZYQa?5Tq>z{Yh9M
zX(DC{Nd^ug>CYdQ{{Xb#BT;-h`1A2Mlr*#@ojXqEM`|?oKvElHPu8hvwdx9X(7T4|
zsP#5!(Fdhrq`25aYC=)#ujJjfb#?T(p2t?qRPlw#PAP>gO!BCgQ7%noDIfw-DyDpi
zvUiG#eo-|bgdqtScgk)DCYog~H6#Rlt$!q}10_#N49PP<(My#oY8Jo)=Fm^lQ6|Ui
z=csC$f5%USu4zkgw_oR8U!kh>jD_h{+Lb*vsM~-ca?+?=e5z9br7HChN2s6BJJk-d
zr54sxxdZ}(dvzeBrD;hM(xjLmM<1PkguLk2!*7VZsn0LaomH-0)Kyhcr}c)7Ll08a
zQNEUzsYrDV)h))l$U>Y-61Yhxk60=`+g}46(tiFmjcK~|G#ok-`F~XXV21&_UwK0c
z(bS-4=T4{@B0p#(k-zfWvb#Zz<G3wO6@k{`G82ZHS(Ox2=Afo|tD3PYp)!J%DqN%~
zD@56$5`QY8z6wYhHUk*LC@}izRhWc|S%$06B2`4x%6Vc$wC~E_AT3K!DN+(tw?b@O
z6ZFQt&9pqfr_|~?y+ag~G>!U?RJ!13AvQ<^bT8C##i=N5md9JGDQyW-oC!Y?^XJ+(
zn01$`D7j32q|(-x8C7eD3e{>GT2_UWIn+@|+lf&fO(ax_=`NyFg?dHyDf<I!f2Bv^
z&og{g(f&Bld@SW&P56iX##8dc+>@yDEpyb!prx*==1R2<bC>BCs3xAVRQi6JA6stv
zH3@RFNK3+^v*F*juh_?0`wIMP(|!!=eC<i`1^rXu{{S!Z^*1rla@}_<(z#8pYI^>V
zx+ZBW>-8a2nkxQXu50y$HEXOsL1{>*tEa1@r``D?*<UA;G3mH2J6TPN?fn`RQ#WU4
zQCBLD2$v-?W~t`Qr5J5}WVFtdxvLZA$&^$j$VA0URP}Uit@5oe62+=^Zv(GYIHyS!
z9&TLuHB}%b3Rx3XDJhjty0obYM9(`lCwXKgUTr@&(fmQHalg6i^fbD)630V|EhRMy
z1tfJ4NvB$@KXnZ#5~Jz~9Y0k4mfGbPdD~sod3h^prChI2#YH=deJWw6b!{cZAuPSr
zdR%pcD7e#(wt~=YJv~Jnd>#(jpUC?Ga(qN>Vn-iYeU3@~`P$+^CV3lEB_QTC?plIw
zZ*zG$F%Ty>`CcFX?KZ(7fEYU2oB#yb1%nipATt*XSb{8gort#9;6$JQ034ljd1?+_
z-HxXrtKK~=gsB86Af$uT6aflJo}mzA5FpOP$joz2VfaJHe8igNy`wRwS86(*m#x34
zX{l+K#<ik4UedL5PU|%qWnQ7Dy0_h;s;{7|TNM=*6$po&TGi6Ug|ISAj`zGqabb&a
zn^9A3sN9y)qkNSl5>I(IBNxCTc>L6+uBxJ%6-iM(nqq)aRGEsGyd_MQuoe<PSQ9rC
z5}>4#mm<PFLseHsyi$t=sHZchS7F$$BPnV`wMmyJ45-3r>JX(VUU3tqD;khx8E7D)
zT>bT+gaztf3^^IDLDMU=hIIvMBEOiqkC_(w=^3Q-p5`4v?M?bbp_MDuMKje4ZMug^
zea6y{RH<P~JxrTm3Awz2E!!Ub#in?}QO~Y2Au2Z`5wzSuJ+cg94rES9&Tb+zHu~EJ
zZ#O4xT~j);s%=$F!!mT`s%+)%r3G^qK~ZU8C<LFR$x1_vfV^_DB}<bf5@n}#62ee~
zxmM~!03AfBn#7WH&nQ#=R>1!Nyj~_QEjhW#F)$*@?_nOs#Dg<1e*<I0tY+7_9!K!S
zqWH!^Ms41AvED=o&Pd6Tn;tf)&fK&E`n<^MEN<7+>GYZN=b5`OzFa{Ue64d5p?I{|
ziOCqbHz&kQ+@3!?{{U`SKWcA^AQ(UODo2Cx^OR%|ZX-AnVnM+D3!af3rXw?AV{1W+
z2{3MKIPfFw`JuU`eWZDcy=L6c%lxaYv;it1s%;&PT9uIE!dAC=b>fsIErhgMQirJG
z!1M?5a+@w*-B+b*Wl!0P`7(ibRKbYg^U8D5REdf?{Z@C3Z{;}(R?kzY2NLmGb+3|5
zHEg%FzP!W+=gK}PJ*NcR$Qw=IlMw@aW^MM5*e91X&S3jMY0qj*wEqD2Im?>QF;Jo8
zA;f;Lr+ZJ+Db!NGlqr;Ij#M_V1BrQ-)RI%wm3(BT`iUX|i<kx=-p~fqW8lo5K8O1$
zbFw)D<EJC))s-ox(`&0;&^0HVaSgI5wU!q~(S2)5lA3nwT%>)%LV80X#1iXmgX;ac
zrmU;j?Wm@qQpH^C4-rh0FMEAw<jX3QmUVAULRBa+xnC&5+dVc!oO21APyv#RLYS;6
zm=8NF1*nh%AxyIE^>vTY+YUe<NE7(YzlXF79y2t~WAm|$OaKI25x&5ZE(WDbP?r*g
zB|$+#K?gDc2F3_h#2Fy*oThr<-|?NN7m_w0-or7+=A`5^xHfxtJMxcIAlzKB_vP-7
zG`~o<z!tS_5|iU^E6_HbM@3U~9O&IUUYhGPx5#RbT703RhaRA*3{b47p~oApOQlXG
zo)hCdk!i*5WZ>=w^Bv;$$o*$(dS;)@8b+m|YShhEX}YBw^cA$vwuhT~o}sn2q^%AG
zA$B223QzAO7!f1$OZJQSE3Ets_?xbBja4;K(Os%`yOi}eT3BmR(5f9$s5%}cZB$lL
zw5I8`1hV6vom+0Ez@<EU2l+j1=cI7SyBUepJ$4X<Pr?;7e@>$dD*UB7O0K0)%~PQ}
z#ENOCLQ)Y<V+nam+24}Yqa3A{MLlT}>jFp7msS7>m|DR#2p2z|LWv~I0yt5N>}K;5
zIWP&ja3&5<ZaYW7x>ogGY1DMOtxBIvp>s)gzNVs}q$H|}s+qRX-&?G<9qFxjg5tnK
zNp*iQPeS&OgI{G2jQ;=|ou{ego?3TK<;UC!bDKGf)Y9}e*(HMGw9h!xm0GV#A4-CB
zs!G^c>37m>6{pnCgrB3Ekogt0YFy{c+P^mIH9BwIDygUfG)*DDRqA?$gry6t)ErxG
z)1V>t>*>RdD6*zHLfom!n@8nyVYV`)O2qMm)K^JY)5EZ&e7dy-$W*zaT9YE0V}C-b
zqCp^y6by9SKVvccazRxs8I>YpevMUG`8<N`LXcFGGGaj^=}DI`1I$OqXHw)&Uil~}
z6|dH{6H`!9s%0!DWh!_nq>!QrQxtA=-1>x}6NA+`_g=5+X@}FMQpZAAp-Nj?QWMfY
z!btVO0$?^<MZ}`X1E_tXz7MzXpPO25NonEB8pBF=N?VRR`l+8|r8QJ9R68nh#1faA
zC2CUIa4JVhNcrd)Igjfi-;Z*9@s##^AH#N|1;g>|B66o;_?<dxBq?AfVt$cC$y3mk
zC?a%;sF^Bq0+tam3JFq!DD<394XVN`>TufB1XR+@GUkUWLaY>(%OodyT*NfVYG8L%
z4(N6j7UG>+oOQ*x;>@YX6jZWtDp8dZGc$MtHW2zoC+jnNnKS0oYflJV3kbO~L9xt{
z+wu}cq7Wc?l4Haef;W$7w3{3AHr4(adz?nVbU6;(v$(j{*$%@ocoF1~F97=q7Th1k
z!AJwVm>7#p7&zW!MdoJaHYU(^9lYl<K|QUwzaFxFkMGf0%)f7shMe>950`#4a__^Z
zIV+x7<i~U^UzBw{dD`IagQx3fRW<Zl&YayVN*aP`7^M{TOL59-w_b9U31KhrTSv6m
z9?0QyalN9iP8)_vnIcTuwaBTcN+#6IOsNS}x>+?7nR67B?+Ilof2O2|BWqn<Nruy^
zs<v>EAu2*uFr{k&OHe{xGSIbLkQ@dYw0SykMlN=dyi7*o*2j#pZ)ojt1n;$kKohn^
zWPPdj_WKy?UtwR3ns>picb(}zAU~<{4uQ|q+`~i5mE5yNx@~V#*Yt(avqfKBsT!nF
z*YfpiU#ux>o~C@HwzN~$F;z&%#S?5_0Kty=p4KugV;Bc{gW~vhJ%&)@I891xFx*C-
zT~!TIWzLkD(k5LK1iA9%PCz04jM->dW4w@U8tH0e)zitUr&yaNauT^y0#rAUs|7OB
zl?;o8B_~LfZv^IKPrTnE{f_(C>Vj{aK(Mg_ds++-X523#!r;zG+zAmdKtEW$fh2de
zrvBFLITo-T#rYz6Xgy5Ft8gq_M&bR=Evskv-t6Wi2k_q8Uu%IIkpx7D1d}A@*^)%a
zxUsP(1Kx2QLVKS$l1=uxxd$>gxZ#7}GZ&E{+}~+C_MYJJG(FGVZ^HLFL9gu0ojpab
z!#BO9Cik0=K%ARJ@L<RQ6Wm*maKA#Y*t_ia_QU3{j})IDc{Z<{bpHT{noq->Lzn4k
zInP<;R5MYpYMjcQO{$t+Th+9Ub5*9UrqJ4@da0L{Nu@NUB)vze>Uv#A9v$CfGqKJi
z5#V_if?_!OFYNR7wE)9FJiq%xeU!BxV%5IS-xBo?hgIC#){fUQ8Z9T5b*g<~u3xLE
zuF@N<q2_%TT%mEgN{ZUS&?%CdhHC2Q>Vx!^53uJ?+x#PFas83TFpZYQy$6rhOQTL5
ziW;iQ5lE?3^poeS<x~h=T%S8hDtv&cQr1=H0u~IVEXNs)(^ghtwKVvBN69NDi9$_5
znKD<KDV-^6CS;&yB&u3efKrlOOhXbQ)GyO5_DuK{_A%zafVvmJu2j_YnjUrKj&#(y
zt-faFZF8F$)oV0OPeP*79%(w=WkZw>Qd8GgHu@-Br=xW%q;%4^RKluX@kG0!RwW^H
z^%_g#p(W;5_sV6MCEABtAr7Fb#SGIY(@7=(K>@DI@$2nZ_JjLSzsj{=9{wk5KN270
zicM03mEP7Uv`R&3G`iJAC044Gex}m&!BXXO)HEg9iosJ-QAtj~bu6&kX!-8f7oNg)
z7m*QfCT2_s<6gnxIQ9dwct#VoIIpKM+C<eS5XD7RWoOFOHom5!O8!w>E=^3$%2~1`
zw8?4nW?!2_%S5#n5lvS~hf`Bm)EcVELT8?+3z;*{l}=jHcjg2wTe8%Io#5$aPtge{
zG@TB$^p`Z^-ll}1Zm3Z#E%w_5Kzg*Q34JaUr>L}qI8c#tByoyyw;6FwJcYKj$Wv}1
zO{pdX1tDn#Dj(+w0to;_rk!<_hgosP+)Q+>r4%hCCI?E>^CaYCeQ<K)UafVcvtE|9
z7E%gQD%%Tr0ZI#TZPX{B(CWz`ytTTdsYIj#rS*2}a?76q?7i;%GLBE3i#}K2)?!>Y
z9UrC`NIrZ{#wOAT&e0^>0Fp$(HxhQp7Z&etY;HzvwzNvskSZS0mbESt_+4cpK_M+R
zmm311GD3^4JQS2z0H8{cs(F7<VXs}kyXq9iLTYsCgjKdk3MC~7hk-~6D(YoDAQLc^
z1iIf--XEdRyLB!g{{VgRC7Rb~((Tpb3Qgl|nKFIjs7}!&$QGU$B%9j=TwAavcf8D;
z+lbBMGZ%~A+4GCc2#usCd%&DnnK>B|>?ZMe;#%5%155q<12hA-4*mlx+g=?w&V7b#
zL|Bpp;?i*#l5R%|Mof}Sh&O{BjLb%2)(41>YwxiHdDtJM7@SFSIrcGYpLr5slVRAN
z561r8J4Y{8u*_@UrHRP)JKLsiWKFX_hvNo78^9nA89pGWpX-Rh8$^g1;wC}FfC5J6
z_yG}p;1e^B7n@AT7bhg-S_B*8z2k>%zX!_tXRC3AvmUI2wVSx)+QhtWJHW);L=Cr}
zz;I20oS2@#`R*=zWNZf!7dMHC5t;975@Kf2V{344yv@(lW+q_olZeL$C9>^qTy*>S
z!#voW$Ez&t?eOC-Ihcvefdkyc7$iyk-uy6R`HRP3J7&b#Sl_{jNjJ@fuuZR%m=~VH
z)5Dx#NEnOE0w4ptoE&1@8M$S5=yDes^L_(I7VvD^dh#3%;!*_mnchs;$c>NijpUaS
zYz|^3H;`v*n+smXWW<rQ;|Au^L9~J|dD{KBlTEnl(A!B<j;x-B+eup1V+l$@C0&3P
z$?d>DUV}W34quD_*5fXw!#jQa2zG!>UiJqwc`>=pWOlXe8bMNmQWUPJN>Tw)B$xsO
zl4b&6UgG)VXJeJ$VX;-N)U~0~0U%T!y63>T6!b_X)fE7!Q>j7{q~32gZSx+NqNPaX
z-6<b<0tT<DbktRn2>IHl5X~@ANGSlSI-ye>2R&F{;`X*#j>wES1E(!G*}6VlV#<$|
ztK4ZddWxFSbo&uksTDF-41idrBkvEW{GbG)AxZgwH@$CI&~!u7qiLg4tVmG(X{&%z
zm5_dVY81j7x`-aCy3a@?#x;7)M!QmdRTcGbRXlLFl%+r+KPpop2mmAwga9O3NaDyu
zZaeQ`Htca2i0=j|w?}rr0ew6>G&f6J<;>qK`eqo8$ja(^&Zn!p>uMElR1tJGNer|~
ziAq{zbhg+XL=KdNMTs^%V?m1pYhyUfiyM2*=jEOv49U6jEdXBA-vk5R_Z%;+=XoT-
zv|yPA1_V#IS&oMyGqtXJbYej{S;cEJ0hWQZ=f}a;UPf#qv=L!|K)5%}ffK+@w~^xU
zoSaxl1Q`P}!tdmXpTvS<KoJ?*NCSm10I`^y8v%PyYel9F<k`Z`&7Fpf`dkLR&ba{&
z`*Imru+g;Zt)ieC8)rHEq5w9u+6duHSPT6lz}stQVs0ad&TpI<2K$+db{K(}&kGYK
z;6z$G#rFD>9gGeGhz@ie&iPvQZidefyOvGY?-t@>eNj6{Z~&a2eB$;J36sM&B;&ML
zOnq$@$8&RjA+~Rwwur_=;%y$oh9>^;=O=iWCwty;vCew?PtnsS)Qg@X&k?)wa@w~}
z9e8OHnfysR&tv$HH^wg@r6h$Ul&LVJs1*eyq=E`cZWJQK83rJX@ko(3fonzLAb>_a
zqUO;YOK6A!=Ees29&Z9fZ^G@waMg(!<Zf6CUrT3oemYt7e(t^YjkizdUSiYI8x_i|
zVhT+@ppjVGk${4?2&hY8GLD44l=KjoFqp_Am^oKcF|KmjDPC2Lc822EPg0<%e{=N^
z+=2;GmgP#wQiwra*PxuiHu{s;cgM>gjmZ!K4f~zXVhGOSW(BtFc&}l0JaXXo<HwU1
z7X~o3nYxVIU2WC!aU1F7oeNS>9KX!;s#>g?Jz*}<J$NN4e6*Cl;0FGcDFmR9vY9Bv
z>O7^)I#*JvbmyF9GcVH*y))8n)TJ_3rjiJO>mjo}APc9fSQorw7qnRKgY*`Q@5XOV
z<~?&tNKFo<RLf~k%F2|NSV-x&O+7+gVKN{RlmleUz#tgsowKk3!&<?Z-_>iv<5$Zz
z7jeqY4z6-&!x0mmu0`zxSbkCX88YL~wYP%<Kf)~{;%9wNI@0POH_V*Br|MvilUGci
zx>kh21eK(cqF|(kou)}WD!D)^h|@VMR#7^3wOOJ%qw>>hEFo-?2>>Rgw@}k4C#R^r
zQsTfWS4jY+2Rv@pek`2sa~Hb@7uF7SwnMkq*x-CLIqf@k_QuhF%*>MxewR0szSo}d
z82kqtg?A%s^oaH8*>6>)RH+pjV}hV9CSn+bzNK0f={Dj*!5wBnR;K+s^v)@omL8{d
zKfKfJEvE*5d9|b{K@bT}#6;hN<zhkh4bgm`E|+WELp$Ew4t(@-H5q0uY#}>N_?gMH
z#6S=;?~W9&{IBEx0LO6|#mru07~25jIqWZq;FH>X{MYkj@f<L>tNoYuAHpkmVat~h
z#P!L(jrf7ix}JmaPn#(SRc@FyRHRU!-)y-}OyN}`z$FeT#i>edVMuVR_fl2XFSVXm
z(z&vcs?{>(1#8T<<26B`iiCBE4c0XwFQq5tg)6Bbe#z9N-x2X!oGSEBh<w>cL8fUe
zRJW)pFKTX52XzNatg`9~oeFG2O}XfVxR-~fl*df;@ySm(^E&ELRIO&PxP<~6N|K6o
z9Kz`k6H2sN;Y`FB9U>#@;D-bdSb{DK<Uz}U9fmv4l|(3cPx6ik-BNb<YrzG<1Z@r>
zm}g1i4aTh-OZ<ULqqHiyhhJijo7D{^G<20UYH$*IVO=3jt^g{EcaV}wO2`35$r`63
z=^aN;(d+ffgp<(ru;WOkB19-K(p1xl7L>b0g~9@Qz*3dQ^`dj0kIf8?CtIecYOU~=
z{TJa>b!(6l_jRbKvibi2(V<EXC4C{6R-@81{%H7nQ>T|Jv}CziLJ3;wKYp&107}9@
z9d!)?EK;9Y3H{`(0_g_KUtT9mUx?y(M?-xSOYq2DtXaKw9HSWb#0_w?DfHy&`ZYRw
z(uQ=}7EqppAOq_M!bm{?xXM`|pcDkeaj8}66_xJ#_0@G1ZkhS29$TtNFi1yQ&q_&v
z5Rei8005MM#h&09+(zjl(Qr-ofn&6QI9-j%p3)*LN$qF^3H*l;o~-FMW5U_{J(=nN
z47)jtYnkz;atAXuwdQv+GX?-Y;%71fWM*TqlWRnac2R?Yc;Y|C`6heM)EM^K<A7Yp
zeY<zRZo?za`b%&QcX|s87PEIf&Vlb;THRQ2Ztum<YY!4<=uQl8Xo=YHOz-S50u9bb
z^&bhh5t~Vq+t}Qa2+7(6&G>nPeY=cW(mceA*vyVEc(wA)l5b!fhZna@q8(0L?f$NZ
zQ;>YSL^-${pB@F`@-y5)uoJ_PJA)sY_kc2IY~b+%ZEQ)j=fo0hZ94&f=J1C2z>#7n
z&8HFGKsdpffWWgi9aEe3hT+NB4S@pL3y0;IZ(HTrESR*2fgRxYfn&YQUN=PM_Q0F?
z19&FG81cXj&HUypJejqvzSc3qlNd3Z#NTV1Ko^s9CM|G&7qJ{KyUDZzBE*ga!>ee{
zdT80@#^s(I+)arVFlRF)`yKJLnBbGuC-OI)&5|HToSd1ml0^O@Jndn8{z3#1z;h6M
z*kl3(%5V+IB>P_V#;gsA<lCn<$lE);oapM#&U9>_OuKn>bMyn~V&euu7BXXDGc&?F
z!P?#A9e_K77QC43LYw!Pi;LJy0d21*v64>&iJM3pWX#8V;0y18H=2&amUkB90S%`H
zBt>q)?cg~9@v|6|h@F5wF^#5Yxq>7er4j+iCQYXJfoKEU7rDLoQ{H=$d!HnT$h3c4
zDa3<pMg(T#VS{TK0!9Nn3ugM}G`P<*Y^==C9W8DdFwLy}EW@BOx8g<4Gd7L!wA|({
ziHQ93n44xmzxM6I3LD5X2exh7ZO+2t*LU0f&|>+&<Vi9&kvF*2wF50r5yy}rwbJJ%
zKCz$~>P7mqg5n&>CM}rk1Z12+wSm8x;3fx)3=d&9?VFi5;sl5UME13}6MJCAt$`c_
zj^B_YwX82|Nw@~s;yyrzE;#=HtC;8q7a*|KHE`wbBbB)|j(i$K$C$_`YZ>>z6LNRS
zCv$&m`Iz2s`2n0pMeiMi5eF9@1P%AL2L+A+oz3%dV0bqIGck@2sRRoL%FdI^o>$}q
zGqz0HaARZY)1{%zZ$DAnCc<z8%t?)|NG3tph!G@PxwiMQ{J4%z#tF@hgzt<W0F#Sw
z$$(66e&#ba_67+Oe3^2|OxNP+Z&tjVK4yDMW_kie-`AKKyTd1ITJm==F$PD|d|r4`
zNA^J^@A#aVj_^!?t|WMZJe&Pw42#|-Z@^4RzUKx=Cu>{AZ#~4@A6A@qMS-_#4D9U}
zJMg!A9zNg2$ry>-*!BW4duJpL7Qo^GAlhy)PUMp#7Pz^v3AA8ErpD*aWKXw@sUG0s
z4a8<_2lI%CkHGK++aMf0*f0qMG0&U#mx<5@w{?ZzUvOxYn*n~p-_|y`+R+1x?LSkl
z(qBzZpHSs9putiU0#^ol9Bht<TR7=jNWb%Q#y{S~+=JLypT>J1B$2=l-R5TZyc07Z
zOy2+xq<o8gR_?IQ#IfYS@`Z?P0}JGGzE{fJdKli$tIM3h3D#)Fjj1R=)pYbtGmb(M
z6<10Oq!=YiKvIRsT6n_he7mS=$ot9yEA-`Ey+(yzy)u$zL)0kw*ilF-DR?BNe|XPO
z#?oneg>g^aX<T$DI8xz;+J?V=A8|-%lmR3ah=O7PJZ%~??Q-2hYASWKDKHfFnWqC>
zn#7Qxx_XkOH%`N;G1gt`fdMLzuz@bxbG~*w$zTU=tr~J9CGDfQvo|rF^m}9sX;C0<
zeBwlyzyu$AO^hBdDJUzeR1--|^YWy()|9K$3Q-*?TciftDv%S_vGXh>86X~n)~m?+
ztMx^CTUteH=y4SFRXuLd^|%&8j<C|h46mq9QDng~93XU^S6rp$8YvaeI`tF5DMd{p
z!P9C`*ywFQ(}b}gE2IYyha$#qI0v)xAh#XT{1`Tl%*C8Vd$Tr7KUACK!%!P7Nwp>D
zjZxcF)hOv#>8W0YF;1aShX6@SH3_F#Ln~NWA$@KkB`WnHUYcE?YP70Vl~K^HsYz36
zL)xOk!bnLDwyIVNT5$_EPg|u)HYC96!O7q7o53VT$?YIt!O4B+xE}WqdjT;M1Q?Ju
zgN3eGxBgs>`*hDeE@L;i$&U`czTFIEoYr+W8%si^Y%<zbgfmP9D`{<N1hxAR*;8}V
z0m8EgKqT~nF<JUXZY>iQF|o&aw+re=Z*TyCA|nO>CI-U%dtLe%zQ!MCzqVgCe0|V9
zJ#x0U%yj&h%KVS1^1IqUH0yk|`m(23)%DtKQP&QOQB11ms#&3;Zk;uXdYy*bt0|{j
z&bI3vZ)>)r4%oe&#I~CjMO5rR3q?BWQ9~+J>Y|E@x@t5TQm0O*maW;f2vWkQB>A+g
zq$y!2R?88ulZDXFuBa0gCY&IwNkUaKb#oCcZl!8UOBI4$Lcp`Bf$>Lv-#}#hS_gx)
zY<OhGBL4v9{WiJ4A^^U}1KR%p(>wMq`#*h+Ij`U*hwvAbwZ2`Z=T2GYeMg!e)_JR1
z=3%N;X&SbLO{KWc>zbOQM)fN-wXM`9jZD+N)0B%{G9GEyYCKMvlRIo=`L+Aco-WAk
zMjf`BJBDpG6)vtuABxMLGL;q5q{*rYrmUYtqc&8T)e_UaGMQ>d?Dd_(l_(&UB`h}(
zk&4ksucu7J$(|NanW;i%4atg@cY;)~K9UIxqhbkcgOMWSZRA=+#1m_G+}gv?&$7?i
z?@p_up!l24l!&eS$5Z^TqExgOO507Wp*qcLYXvX3wWOUrg^x|9z^htTwbK^98PK_P
z%|@lOTDK_ZlTgB6C5M*!*jmyZT{}P^EFq#)RJU8t$=0Az$FJO}@kf;pCVl3G)@Zc8
zU(*6s@)F~W(rNl#7gLWo!fBH02A+|HII4G>N|Vxnfcy}87nh1pDCyY5%GkUY6{wM0
zHB#~F{5D#bTS<k4B|dIciD%`WYNc}z%POg*tWwfb&NT{^B5LLi`{er)*u-rbQ?!_+
z4Ls>cNy6k-sG^d6aaQs|>J&aoCrd~InndZTH8m3@qClHDB3bO;d!nRaPP*$<^z_S9
zYwIa#kWi31RfU!MiyoM4q?M!r>X$-O^B=^YwokxshO4Qht>)&rhgYU{p@%enRSDK=
zQ&CLOQkiz8mHw@!SaKUvbv2B-Bdskt)lQm?Q<uKd-)G;9yu_b}?(0ly)i2i4RM66E
zT75>HO<k$c)HPp3{)+ut80pq@`lcDGrL{F%RaDIyRhOA*#Cfas%lj-j@IPOt=MGY2
zz3{`EYZQ$qrE78CUewmg>er)HAxKM!rCTk$?wIn_>Xge4w@~705z?<8>=%=~8xY!A
zdp);{$8a1@s!z%=%sOo{C{c-of~87LWk&qZI#L#-%a=@#IuS7`o+isO&U@M|r>>>K
z&L^|U!|@tPYx8wgNSeBXOOOgOC2pg1Izd{d9nIt^QpyhWZ+{y907zFfbN-F5a+f7?
ztp_f0=Dnjoqt;dG>iuJ_y4`9@DxYK0ahfeX<g!%DY?SH=ZEGv_-1HEqyy87&MM_ap
zl%**}WFDePB&kMZlk*$iZUoO0jP!wd9!I}p0D=5?39uwb;sKZ$i}ic`Oo7L=_G@JD
z4UwW%2G8O0=p;>AW=|<p$+M~^r6B@j`SX;yvsMxqZ!2{!LQ;@gFjgy!Vp!Dl)M8aD
zsF;M5%LFATmW3VSnR3t)lq8$jIkS@#c7h`D<PX5y+z-NMiKJYUFeYsniN9g=5ji*F
zE3qn(^Ik2R$RKP%#mFRH)5HE~9mkSxBIom*PG=l;KOWB-_0l-Q%fFik9iAQ~GHn1&
zq?`7ejCeL1-bX?BSMd*9_*>6>z0P_aQ?&IOMSCt(w3i%hn*BLy2(F;34TYDfYN?dA
z-EW~vHd0a@N(kqG0zn2MV{72=fd(Sx1~J8Yc3h~aVx5$!PQL4HHiRM9R<|5lP=q12
zP~)yBscA@UmfUe?<w6#v0Cv@s)YY_=G<A}ZI+ChH*%dOT0HjQjH3bt=pk2~Xq7AK>
z(ms+V&5=G-=?hf3(xxJ0rKjs6ViXjGC9dH>5Zxp7m&+B2WffG*aFBW*Z7N6#B!Y*W
zQj(E!0|EpH`I|riXN>FGiV&3mpa$5uj1A6b$dkt|sn!_L&}v_K4IxNa>v2hKFp`C+
zsF+Fsus=6wJDvm1UumvE<>K=w)zhoiBd8{mMIU`vP$YCJp$ZgjnIF%nN`gRv9X(%}
z7)Hrsn@d<^;Fwi*CpAh)QYh(WPY8AeQxz>G5|Ls`<`g6{iC7tWy1N*|u&E+$BUw#G
zhO(+BB3V;6(MnXU<*VriN;i~p0G$4@tk;@pDp7SQ=}%EAPyhf4B$8lsi<tlb49EbF
z&L`UsU#I3@w4cQ-UYS8`D^t=m`2(gN(RpV>(H}~IQi)O@)7?Url@z*D>bLSO1pcT$
zM2{+b9{X?e7snkh;;$p?I)y(XX<VsUp@#XpSkbA=dd*g<#X+f0Ej^{yqNUS9q;(BZ
z=G&)C)3)70mg;=k{X4&4PlBIg{&V|0Q2m{L9djmwOYtK__=~7>cBNmgYn;hVt!mm9
ztIJ8HOBGtWo@RmVGM8HEu4am*szfneq?ah^Us4{f&HhFuqhfrjR%~`ThvHP*QD1~E
zik?)oQO}^0EmV>=hJVUxWY#TdoT^$XaVA`;QwpXnX<q1-wI|N|b>&xQvD{jdV`x5G
zGNMfHmoBk%^5sy?DWRD<Sd}$%(>;WllY;l@QtRCFWk?E8{Pq=rAee(E+*n2I4f10<
zo-#T<lc?*}tx;+16|HgVETsB0?Su0?`;ef9(k9=$zuiDu%2IkJhw!ek;)k{Bfk@PX
zXsK4)^$Q(BLzM%qhQRrfeKPSeJxSxS>3U9|qf(}mPNi;{fduq|Ty<gxQ_idBb#p&6
zgzNzc04LkhC?`!j(_U1tT&Mn!i(CCy;%}ePY`RqH$!G;Knqu9zzn}%L!CY7Z4qMM2
zv;K{*(uJ%3j<1A#+3>4G_$#7(P-mLCvZtG!*Yyr|)Ol8}p0(axXGy1{RU;Y>zfV&`
zOR3W}swg&S-g=eF-7q@KwG{fD7Xtfw{j>G2w^zp9H{&k3$rPUtpVK}c^7kOq^6d{X
z*Yh<abow5puj=krGh1InrkYgN*Yg!?zpLqJnWtcq>X%bk{ast%66Ox~n6bFT8_lBE
zi_Bn?A_NFG&*9u+!U?v~#}h@c8zF~nJzm*SV91fQwbGX+s}mJ?g4H%$$#P{aKPH=2
zx;cB&<Vs00>CiwxVjWM_k%Zys#Af2irU}F+g$dOja%z;V@Q|UnW*JFvl#in<SXrV|
z-!f$8#F&t5WLqL}yz%vq*yTt2=j%X7o<`LKi(G5Gw;1x1c%0rb@@O~D_7X?{k_V2)
zFL;5+e)}@&ujzjnGz2tZy-tr@psR}&FpVCwQ352)RB6=aK2l(r*zJ6%(#)*#ceYX`
z6on0+#3~%U(?=xMOiq_lBq$^w=@A{<W9K49)ZjA|3mj6CRkPloF)|Wwpj5<@$Q@(W
zG3-nO8x6t0fOq=L7_w^3ww0%)K`8`CS4jzulBB{+V5u+(xF8W0Ojk7OL73Qy2G+5Q
z7$gmVyiCZ*B&37Wd6NTg6M2i1<{-__<|2{0PVz?ZuvOd*QZCG*5=(-9idcZ)`pHz3
z(<@|R1tC>b)U|YSCRydv*G;0IRDow{(=hrqDa(FEECt@`kdIwAybu9`E-xTpTmB%%
zVkT}$yjbAD%=Xy#IVX%gC;0T6V4cn2&GX#YpA#0$iy5%_L6S3rXdXa;?{mi5XdA%V
z;_rQQ&8?p-_>Jg&IQs0*ac9c*E_8_C{yx?OMaQto&)^-zXC(KNAle|sgr68AiFAt`
z{cJ(T2{3lCIg)00MKhdc(_k(jo5V>Z1GT&S-&bzG`Ez5Dw*kenCeGRnk52wszHV9|
zNEaa6Yu@v*0N8yZZIR>;={4nbx6EG*`PC_KqPs@bd13W*tI}y&U1-&55L^oA4mx#u
z^#r&QTti>7>-3%}_5dbi5$6H{?|}j@wdBD(e7p9*_)}ByYv89aX_|5t_P@)j9M_>!
zr>L6B-65KS{Q?^gvW350r#)LsLKIAD4pM^*myqT|@>#SJc5`m<3__-0l}Ngk(ABL+
zbtsXDNnIhDvO#HbCQX+;XGF?X>|?C$b{f1>XR#VtNh_QsCZb9}a;cQl5kGYy!>MRO
zrKCUBSRAACt_U+@7>mrCm=-gEVVoO+DmLQUaV{ZhLx@*WRFYDlq>w_Ap>UvX6_FM@
zaFm6#wYIdWE;h2;h*C&W7KIe4Di$eFP#}N>@^<1rKqq^tB+Sg;BY4MhIQ<v0hJ+|^
za6$E4AI3b&0S8dV_W*)3Vs!_`vG1?h8{=C)7JeGgw_R43dApU;-jU2KsIS&@(n^M%
zsSi-8PBmLblpwyPElaJZtV)klV6W^7cW<<a8QUZokEd%y#~+=qvcJVz--VwRbSk3l
zNzl21rJWC$DCwJ9#r7)t*rTcR5PIESoml!Rl9s`BXiKd&l_|i3`VypgIFzp7sx2h+
z%mNG?WNty5Kqrp_`C{0#?3UEdRU$VqtYj|{pa6Xt3S7b}sQ_RAr<`6`7EL_q338yQ
z^j^ecry9Y~naX;~5}I0qbC?o==4V`zOvz!Cb()EVfFMTYO7I|j(~HI+3*}Lc*Uap2
zJj3wYka^oy(KWto<y|9~H9lTa*Q3;GY<=l8o}!Sq0j6-OlA#VM2qiU4I*_ELNC{hQ
zsW-Im3uiquf$w=IF~8FMXX)L+krD`vuVESY9fxrv4<>a@9N#}nK7B0UnTQi<=B`ZL
z$*3rrfVoOa!WM-o3rn()r6o?1LGG%TDtbKJ>2l_w(xQo|O3>&~QWd(OK`BrQNoPuc
zAcDp-bj-0%(`+!)Y_i%C+f6i(gdq)}HiRW95E6#clprSEDFSRF;DAJA5gGRuyh%F<
zA4_p)(|~|1eExpWb|z-lCV09@7&Cc+*boc}>;Rlt?qiNAPrO``UgVc2nLOj{!zQrE
zbj!Lvcl$y7EN9|pBWgNhNNpOu5dCAKRH+I5m32BwgJoyt4OO&PO6W`^hXTkYu^uQ@
zQ@=w{{UuXMW}=bjY2RhU^sT3uS#88E1_)ACl9dRV7XsXVi>jFpw4hTqHz&GcGafbo
z`*Gwi+VkOxxkH_i&3b(~Z%5|EEp;6UhS=6w0Mr8uQh=;z3Y3x(g6dxY9ldw_n0EbC
z)zw=Eh|m83n^*blLj*GvKP6o$0acV}CCE)xJinAnLxiSvJl({V)G6?nm7SdPwDNX_
znqTFqcPX(A(e>$;rjb02Oqq)FN>#~3)H&UiZ;>;IzQ#rTj>c|n+}bz^5_=0A8L-;d
z7$lH4B;ZG=f<T*%jg0O|&cJPKUx3`5=EU}ajNT&~2^;b4-@AeF;o|{jL-28b_H^Lm
zQg7K3i6$-hl24nFkN_VtL7R5<)AV(Im7PcI0mwY%$Ta@|0`$L%v>fZt1Dxx%M?N6c
z@=m2p6U&sE6FOT3Jf+RlYH6B^25Zq)X#<@v*HO6A%hc60UPVa*+Tu*e6La2VZUD8U
zT;I;(XSep|KpBW9jst0SV*}d^CUyn1bR!bNswPRBI+WDa(uJ;_X`3ZNbrkw)gqd>^
zl?}<s1c2bQZ0o2gF*<cpR>||!%PA|CR=IAZkfa^yE0(m7Sg=qI1+tH|{@%ZB4QuV!
z@v}|%&8~7qCm=ti{6FRHLZ{{0E@ZFfibm;lJx^ZM+^lA@x`$3Q$gQsCD(6n0O-9W-
z3O=gWQ&jy`T}Q<otrr66AnkBQ#1jDd+T45n`UZZ_p9Mb99Ow3v(>^tPBjm4&I#)09
zm&3R8XL-v)V_9#P>oqNFnh{bo#ng2of}>Spi3RuB2&!?NF)Xy|Da}i6*Zn<TXRm=@
zXZ~pWGU@*S1ilpVm%{crhnBu3yUZ=}e=X8zbXwZ<y<3w;l;w48Em2;rsL=kf)R0@L
zpk?X`YMN2^`u3`kO{QavBgziUU>kcw<WC8}>*&>o(IQ<HN+!#lhe)NDf%<I{x98N&
zuTe~pWP>;<MrqzFDIrIMrp9O}@p(HfO-VXYlPMxn!qT}3mMMNz2J+Uar0#tmqzNj%
z^Bewt_E%^pIgzx^;yYqucmX%J@W>J^F*_Nt26h98&LScV&LeA0ttZIwfT*0>(l@kk
z;9E8ZV%Fm__~{*@@9pK5nfmNAb`c<MA}=I=yQpt({aC)-KB8cQ<|Dv}ynn<%5KLs;
z%tVg!A5Ql%+jz3LwfaQu+<gezV0)R9!W`QDkEXt^>xh-N9fh%vAlS*1ZpPd>+j9~y
zI~f8@W=;1OBuq|0ybDG9__*$8#is<3W9%jXwhZ54CPBVpc&F~}1KA6|Ryo)J&IjN#
zygB{Qe<MAh#!fRmwh|aQk&Fq(W4YhC1dXmZjOP8XBIMdf;g1J000M+Y_LDZ;NXM}v
z;DMc_4cgwe)E91AzXsME#OJUPJ&2P8p3*<vz%mKE{zM4eSWUAd!8}H9;AeQu%pJcE
z1cdMcCSpkhivhQ3&zzp|#dfv2-(2}}%eEZA(_G%x<<2KEY)yc?z>qQt7m2lw0I}ku
z54^(q*mc%d1wC!8ZLFmJ@ajQAp;2)#Z6j_d%o~Uu>?b~d;K{cPK__^yjig+SjAyx+
z#$F%0hXJN{g@(3nO=j_HdZRqnwwFOptEbZHh*A)qwM`{jQi1X%x~gE6bfkYZZLg@v
zP&WmxmqM&Ue&t^M4M9)_pHXQgg{?$&DZ0i~q_WF+m(W}(5!9uG_3QIsW<VnsyzX*y
zlm2XM2v2E{54a}BeZ~R(==urc!$V$r`nd9L&T*1^ORuMI)->x~IZs+@SpB^}rW8^Z
zrx_{@rDX)8)h($&8$dla6B0qp0uORxe>tA<J031+H454lby8J4$IO*<p=Z-sK?+D)
zMq5})k_Zbz`bt3nDIljPb*g%%)ZVG3Qq;Jml^XhPx=QY~sYPpWwo4TQ=02NiWeuPu
zC_zJE2}pSH_{0y%?Q#DAmH0S1o`aNNjP?cqw8Vfso0uLZ-Q=QjHjDysoCrCX%n`pC
z#ObsZflAZ$HrrIKNu|_)rhBC(5QILCwrU=5$V+XdF%U>sKwX_~k*Vpx8p<cxK?x~$
zr>%t~sDaT?g0>ebv?ap^Zb=e=zZ+Wa`3(8@@{E2Dd)vLc?*xgwPA_A_nA>m1J?)t7
zv|djO9!_U?81i656MLT=T~Sch>JJKf8ds`aG4e9mUr2*>tM^b06DlcBn+dt~_UUV9
z$Ba;KmAVl5a_sE1TTIRW0I#=*C%Lu7?l`Q)JN1txifVUiURr=lOrW~8$%`c;0H^{?
z0b?n#<7Yg-L8SiEnKcwP>V9FQY0e^|xp8oZ-k-bDr9~=1>QdH|9V5J*=H=3`s!m^_
zV??J=g}&T9s5}QmDcZG(1ziB1ksy=OpahUDuichc&#j0ZkR5}F>>ak|A1>66T1K9L
z_c7Nsr8YoPXqxG&)gJ{g0x8-hwnfrP-dF%A$dGug{ngXytuCLI^v1N=1q#$ER4Vl+
z6AJ|TichA&y@P351V|!y(;RWf)~6g=-En4C<BKa=)GQQKN|d7_^0P1?#}S(w8`?+H
zzV{f##qq`EeC=jzxNB|)w3u5~&o1olZY}Q4E-GrOD&AZ5PrFd_hpBEn;c;q{AayE8
z0LTDD50pm~F>^ml!JWXlP`+*m>`xH}ZxJWQnH|BmksYGzxCRC~q9n#Z?oEyS2-<SU
zYmwov!P|kn8v6KcPfPLU(J*myuruCqy@zpm7U7#2IFe@9k-3p?Ab@Xpw-KCL+jfW$
zJBaP#Bpw1}Sj2l;@^2eSBpeTWwc)O9!zLE%lubir)BT-5$-6XhW|!{9KBSKs`r0SN
z-c`vv%y~FI*!(1I!Uh2e>JTGr3)=qxU&I_40V4OunZA6^@?@Kh;Dw8hOy_|a+<W~_
zF1_}-;KX;`xa!d;2Y;kU+)c=};`os!{5gYRK5uK@NE_Ps9i$lI8=u0{fKPujY>o0b
zBwFU=4%Rlbz!tHa><#0AaN0j!0rUJb(8FH3HHEnkdvMAmOj|wVKpQ79b0A5$jGPmy
z2-x50lLSsokPMg;ARZLJ#M&?5Nr+BzcOuvsAV@GjcX=0`r^JI0XBgt>1;;Kq5cwT#
z$(io~!ul7me2$&jWoL(u<}r(V&IrZ~5-$<MlVUoExW&!8i`e_%!Qvpr<01$q`SBtz
zDe_3jo){--%*V8B0D*h#Z^V9Htr@&z+2(Bv=*`5Iw*W=?zktam2H;*`4Z)GI@<{Lm
z@Jw1JVC0k29k#U2*|bLy?-(Otd|2Ln^KcEYI6KKPXt<lfBpJLDVSsa(HMryn&;I}`
z+dFD4$e5z<*CWM;EXR&atH0xmgAxdlFh_}wz!xLxV#083ivmE1i1CZBro`tqGie#H
zncLiO1K`cajsF05X(R}Y12?eZ0^DtOcHzs_@Pl>uWp0J9+sY;8aewlSjii5AF*A50
zg*M2}V0nzr!1p+@B=A^Fc!T5<k?sh`Y-FNEqY)7&u-e=HBye&)M~?&BkYI9#e0cXa
zjy5qPc{h=Xz}RLt8*gYg94@2odlBq*13j?-&fEaW?HRrf=eRL9GaHd^4*n-L$T%MJ
zA^<QgekeD-jC3G<Tk&gUo{r?e2G^${Yk2nFFR3*xLV;aWRn=6AFr|Ij_ZjOTq=4W;
zl9eU^3QB<mBjyBKjk=$obr%}@wz)&6Yt*R_6IjD-z6L%=kb=@z00QEeTb)Tty83}9
zLzpH>{&X9}oRJsLX^%5JF0TIo*Nx)y7~DvS6NhE9I_Mnx4VyN2oGk1*9Wu$f7LJ04
zIS*DHD`!yUx|Lx~y1MEfwHN_KVb^*j#0IHQfKW=3kU*dJ8KoPeopc_9bQQf!+WJk?
z)Y+>g3W(}KB&5nok;gm-*qqFnusOf+I5ryuM3eHU-(zp5%Z?6hpwXD{_&--1Vtrjt
zE2kje*7sO&j=Ax}{{TAt>p1;p*5CZYNsIW*3)*r=DLy`v^@)$9$B}&T)qXgVJ}h&v
z1pffzHvO+dNH?4lA_N0-o;gj#+-x?s-HFV`)9pM-KjdWJIdbiP>dPKDg7J|&u75iI
zQ@Qy=+fHBq01{#&wD5cAB0!OFVhn?M2j8{H`am3Xo>=&WSEnheEn#j}P}wM{GP=rC
z$IH}gs+NU;3jL~6B@0{z)y*b1^CVaqf-kYOZ5{6j?hFZ-n7zze_rX2S8o_Jv*4J&(
zneFL!V;Jy&bJW|Z0hs<T*hF{Tca*e_YNr~mi&0F?Td6A#vj&#2M&&grM5(vIBq_wF
z)J?<ftw02EJx@!n(rQ&nUrxGrQVCB`0k;t`>N4Q@9BhCHQVA3Cm{=fPXnez|XcZo{
z3%|2j0s2=8l}_?)Wus+)2t&!}S}u@!dXlcuMXPf6J<zI(sf41a4yDpMq^6~nfj+ep
z&<em%l3M{le6O?+<SSK)8WVn^#fj;o+4ZrFH%@mJzDMJxPT2_g^j<-@BGa^AVf^pI
zI~yq@BLgDv6L2PWjLaMX1o69bFC}Uk5M50_ReqXEh^R_GYQQo;s%%UoKpwIWrhlF3
z6$Bk1`S3S4iM5Fb7e9fHCP%j}A;rdy`G$TBbJhqvFMfJ=H^L|FeD4<>{{RvocJBbj
zPWHJNv|0?@Ohn9WAjlyPtV~}K0A2;-d5DMv-+;te#mKzm&ezG<iwQR4NFW>K?{NLr
z%FS_jWd6`P2G@Y#`Ui&>%-gj1n+%8>$v3nP0!5^41YZCv8(=`hj@&4{@GxTI*j~Vk
z3&6;OJSm9;h@R$S>Dw0V2G<9<ZUL^%kmADZc{6hwUHF`ti5vmfo<#Nx%!w0h*q^L@
zE-jqLxF*-R2ViqM#l^GzV#Xxq#?yZ>-Uj5zu-pkFgiOrEunyOQzhNd$Z;3oc%I56)
zoirM1IyPeZgX#eAI@`CCM1kHS*_#oPE#yuQkSBs-4hAeRFFBpS5w;+h;yuIz7_lA(
z{{V<Ll6M>giHw2TEFyCx*g)I4i=G<4ez}~@&WD2&X3isDBf{=;ZfAyW0LX(5Zxg?0
zle9tJ*~puVaLuu4@fV)gnUiQFT6{$J#z?=p7&*Mn?w~M0;ZKyA08fY@i2#`yh`eND
zgT32axPaEM0OfGju^Ph1T<_JJym5E+M9Bvx*xwzkGX};8+!(hJ+C{H02sn=!-fwK@
zgiquMo14JQ#9t@9h%<FKi|izb2XJO=BEvYilfWLAVeHR?@fUFRi@@LUBQfpZ9wwq-
z88Q91o1N_hUf^(yMXesfW;>bMM1gO|gh(<8&w@nS=GKGwf!s-r{{Vr$;?g8fv=T64
z4-{lB%wHnK+UKL^()z@)w?nCXwaD<ywTQ~n2kCf`X(m93i;3Pdll#0Lf8fEH+D_mY
zz|P@-dl|Ki41s&h8=mnNw^T`ybM+E@gPdOCdy^IdJ9l2%7JXjl;u-CEv+2l!-R$Rx
z&haVC+hR`r%<Mq1%+4o(8_kHdpkhqeiI~29$cQlm#f9-Oah$=tnVaLWHzL;gq73;Y
z?<D^KH?+j?2Zt?M{{TnU;NIL^#2h#g!$#p?UrhTNBt&`a1c?wP<mBQnV>^x(OxkaQ
zc?8}`J_*=ho%km4HU~2?d&HS0a}zNn@4%T-fJh{$fCNb-zyJUVB%6Q)%nRIcHMcD@
z$cuAf)aub+U3<7_a?D$!!_U^%oZ8+;i;--=n1xJ4m^awK9f7d|#^%$#xXL%9YAc02
z$f9Vi4XNt&ibmU0fUOEpccspSCLu{}NR=c5^GLfzHiJqMs><q$_k{IR>CA?jLXx6B
zdfI`~<4y$GY`510K<g?9yj-(@J(=Cxpl%M)Eta4)j+P?eJ9EpdU?$c+K<-Z8mO&yu
zXn=Ugv87kkB)Ena+bL}>sppDWXfmaA`k`)=rNjkX`e8&xftcd>>%oGNq-oTeZ$SkW
z5Nhj!t`*l+Q`IOtHX2Gn0FIKBl;K{gsH!1V54`e{6&-6*f(nd~fJq1hnJ7Y1kr0t1
zi)I~da6!v5SdDZ7{0-a=TDNnaR(}3AjNqWrX!_2hs+yM)BkuY-6HpgDFri%XkxZ1Q
z=IQ~Zs3|`vQc6~;O4VtZKyHIeq^D6z5~`Y>y2_7HwRH-HePt;W#bya@A=IP*o}vqd
z%o&KC<M7|!d&R6HzXDHiH@BN+_}VTAGrS!y-N2qeK9~1s!X{zZkXxe${)_sr?u)vb
z`pU%>RMa}`thiF8!$D*KRF+ZF+6e#&LK84=bH%0NF=!_H$hKuhU<}@N;xc<h;LXHF
z*FG|GcQe8ffrx{1fwtRaBIffXUb8#$Y>k|A;idbcj_W?Hrgv>Jb8asZiyV?KVSC!s
zYj(}|lg4jJ*YzDCMJzZTq;P=!1yB!Cyon@*vZ7Fx5Px|cDhKz8h~orgegX^$JCT0m
z*jR`oU<n|SeZ{hInG#QV+{MY@=EufBHG?-Uch2U1hWy4%$Fcq~y@q*Pm<RYW$1ZAX
zf#^O<np^H3gu`ywvDB#vN$H9G!Y#(Lsp$HKkng2kPNW41ZRC`#htfyNwq8%jw5dNZ
zf)xPBNf0clsVeJU6x3AD)xN*nVwsmJ9#Hv3n`sMLq^b|ftH2u`JEtY`2RJP#Z&&-h
zK8pBKSEXtI*3`IGl7{^nRE3IV0|0{iF7%#+v(%|g0G&HVmJO(Ov25P_K{yS2cD_NZ
zZ`WIc#K#1ZNjDaN42{mhNq{aUPiQvpKLP&PpB{e5T8A-e-vK@+Y99}E9&AR8$1$f%
z(fMOuPO#rD)l}*lOEuIS(WC2He?=qpwI`u$G@6DhDrssy@kvtqE_C1SXW{<<BT=hX
z)oC=^1hy9Ps`Uk-=T=h%#8ER?x7=mJ3k^2IeMw2`J!mFrYg!K_{8Z&<-e6HxBCAYr
z=-Q!euf5P#qttmWuAm=PmfI;|FVgiPx0owe{*7epu^cvw6{DYr;xu$PjU_@7C(vRP
zvTG?Prd-5KK%GrcnUZD%O+qFoep-TNr3(zCgBlekMM@PaszPVeETt=#F$tM1U@0m{
zQYIxyTM!lkfgzkRykR~qeXIU9eYC5&e^&VY@n=~0i>vZ`dcrgc8oe8qd3*IWKEGK{
zU92XOi<Y!)B7s!(wG_00MV1OF7^S78rd2g9H9HB?s5yR;l#jboGSYxo?RtGjz)_R?
zR}`lTPs{T4l-LM?JbZ_ySJdg1blQyrs$!;@)Vj-vFhNNKrD?ZP6eSKJQk5i>t2}+D
zrRvP;I#!*ipd~+lp{A=SN~hCRLnvCCFkqIHRE2!sDw0zmi+7JF@^Bd#dT`7)2E%ZX
zh9r537<D9?T2#rKF;f(&5@nzwnM$6u%$|us2wcg&Z~#`Mr>1Q^4Mr9uB9>uJ8#t{p
zsbz#ol}|8zHB0j{Q!Y}Hu%#&qDc<_wPOqf9mZ(yc{M{so7Xuj<h_)`9189@R^~oCh
z+_SAP^ey@drx8u5(RBKVs-|%C5*i?fA7(<Cl#)+Va|=9ah<~gsk!#=&2KG3Jzip$A
zfyf-sOUrtj^)KiSa|7>FrK%cAM%Z&uO;B+vA9O?DB&}gb)+tg{(@0b5SEkbEB2F@s
zCSh84kPvs0&%BeHh9#Q$DB8fsMyL~4Eot0T)eylO;SQqA%OoWQCi~79hXurW>GqlU
zXHoEr;>}|8p!F_?uQ-lq<yzDfAO_!YE>twpY=pM$2BYeu(J4aOr(Gh;ew(e6>lec<
zR*&sz_D0nCdzlkJ?=e(qx|Wb0eJuJEyy2oGyQS4M18ucJ;$1pUs!>WpP|b4NbJaks
zrQ_y*(i5Z8)$%tZ^D0n9R-4T3=%qlPmYZ18>noI20gsjK6{MkEFcjjFqEx2Bde`XX
zrK_d*E2%wLhgoK~;(o7LM5jZIp>#t*<r;rkvf@yZ$*QEP9c`7gR2=!sonUw``A*?<
zxK0~Qi_z}WVptZ?VU_qTOtwtf2Ba!#<V$A!h?yx1^I^V?JhBun{;Tp4i`3(ka->!j
zPnBPV)=^?eTd6abNU<do)=Q5%xku?QRZd-)fIMpEu36SOFPOECRoCfPL#$|Z?$B3L
zub}ig(Md|Wnp=&j4>YFUZAe=Bn{f(Cx8q$Z?>E2`<2kwW2NQ63`$z5Vp|eHykk|Dc
zIZ3N;o3wsj*4afNa-^+n>5S-4EiNU;km{YN(O-9_o*F}HZ2%>};t}%hnaCW?sRXH1
zsneMyBsr)kvb2rjl__$lC?^SZrqWbED-g0f{>x%>c86!MJYUR_I}^gFD`(1<m2OF>
zsHT-Ne6hT2nRAr1B&k^d=JB+}>1AP<mLWywL6=EcQBN&uBYAS=PAEdG&ZQxVVVi~#
zuW8y&r>wZ^dTlD|Tw$eDJ<_(&5YuT|jJWdKNpVR^y%rKn&#ZcEp>7b4ELPjBt!%#9
z*>wk{Y`T>;<77;wZLg%IKy0Da1W!nr`gfJNZl9KD6-d*DrlIwRYU)ZtJw<>Ll(v$i
z(9>d4gs7=Rl`N>KT_W>W<?S0<kJeNzR5*}Qm($kOLv|4lvZkFN5C}?%Zv&x8k;iNp
zYRVF?IFT@=$_R9Y7ID0iat&?Pa9EcO!Th}eWj<_~Zhn|0{{W+Km0I`VZ5$CFDv8O9
zTLK_Jo|}^y5ubaH=z01y{=y$*PGtKS{g3`Bb2r(a;YCNp8lQvwhs_mS*;UE(h~^zv
zUZ|i&c;-s_=Lg=atMw-;2B!6GLfvWq09^u^38D-#&*3*u_;t$^FM8{ysMHh}>LC^H
z2bpdNAt9EVVYi!1K}}G689iNFeM!qdX-~9YC35XAC~|kl?~S~v%5+qkUY|$HT)FXI
zpEOQhrJ>Pk7gwXvv7_m_{WSwrx=mY-)oH9Eoh?w*IOFumZPhJYVvj1`OR>)=cup6G
z;d@8(c4ZDEs>+FoRbfqJh0@NZRW#8_Ize2&%Nd4T&G~aTLKG5}syfcp(bnTM^s=zL
zN`4nMo}<pLbfwRfW}u*>aG4WOwn-suqCrwX4V-jewl6qy1$Wvf<9{o9s?m98mVPR8
z&o1b^qouB*n?=#I?Gu=5G^%PQX%_pdTAF5s3Ut&u@%zWBw!=wKX+J0!oEh9&aV8*1
z{5o%91RgG{YpZoi%DqcctEtp=8v3W}YwPQ(9jdLat*do!)z#J2Jhv(;YHD9~PgFkZ
zi+T4}w;WQIwG(S??k^t0#iJf3@o+fG_zn$8fMFPZ6GtYVOsXnMYIT}f2&Y8pvSiDb
zHlb3{oXP4zn6)iSn58I{tx9zsUTpfBl?jzo=G4yIN>w&=*^`!cKmc#dQkA+cz?(<W
z{{Uy7wZGac?5C)62Br3Y_?fAEI;-ZS=<V|#-1LrF)~WS$Xf<!vX(+6r=6w@dqIJ4Q
zswzi7rb1t*si~u>4^mXrFywyF-)m2_N7}bi<?UbX1Mx3W_>Eo4P3tXk;_GyNThSQN
z+U6R{dhKDlDlS;jbUGwASy4wx2sGs^Ge=2DOc<o5WrqH7kas@h4*kLU;GCVv;G5@i
zJOE<j9)IHe2G8IF7WDYQ@Ntgrl=^GYlwOwIGJZ@`=^ruj&C^f+05>V~%w&E^yx-A{
zkI3l_Ps=__Px7`2`B%y1{H3=9w)5p4cX!Q=#@_m$L|8OPUl9XwGB9sB#1F&^M+jJq
z#qcu|2hV-L{DPa!h`^MXwYyurt#D1abA7$yCj`t)&x83J^ABe5@ww~n(XXelbjjS$
zbGVygXWC-Z`?n$>aP1%;KZF?&1P^i8iM8qCdyrzr{lE}pU<d$$ceFVtBkCYbM`4Ts
z=h$#Mc;VabcW8CjpFwQBKytosBL?tywA&e&gK|4~J)`XQ<8Az4<n=hDp#^%|L#ySN
z9p$}UrqU$-^4xJPi-}T_FEhs$k%15h2HmDF1Q8JfVPP<5ZR8zIy&Il6J5_bU(-a)d
zqE%HbCL)o&Mwr!tKqIA8zN%CJKPr?CZ@_I$67emV+B`a2`O5qU7^0WDH<iCthtx<;
z>VKqnmKbVSM<s(#6qvpfRIjT|iBME2%MIBzQf4R;as(i`E<=+Zz6GrW5KMw14TtWW
z$OB<)3xjY*LYq=?1O?w?{&ob#;^5~X+Hb*8r>!zuk_G|5H!))%Tiz^0o-xX8XeX#E
zwg4F;BwTyJiQfEvUV$obW=T17)1lWdTi!i{3XpXN!~Ock?WgKYt>(jv7f?*e5L8GJ
zIh8;X0U&@jowy`ik@x{%L|oWpb~g9F8$!s4Bp&v`ypka8GaalT$3oDxkyMmYRIVRL
zA*HI`s!~62nf>&{#LAN<#1Y3ASxlr4IW5^gT_WTS4YL=&49nb&%!#2#b!_IqoR2H(
z!sW@0lmyJ$eT2!M27llaHz=fw8(7Ru=41ieX+Jf{iIc@xi3G-W5Mm^MIx*WfiyjV;
zNfC)VT4S`v&<GO{dyXzQjpN5iq*H=+5=HDx=F{2^CM0({V<OQa(g1_v!#*Q^kRqr^
z@&v>k<PEZBBzB321||}j5G(-N_MYVIJKM0_?b~QD{BIst{ii;`Zu2gws&nVThG-~j
zt3s=FZcTB-QPEV^0Q;4ddNa-xQ_(J>89#6(x>Y~wsiM+c2_AAe_HX#~-lh7nUkCmn
zCF1a8KCV^PMx0NsY5M;FS{gy8hDyGFP}G6we}qV6_3`>>b<o;i0VEi}SDSC1;B0&G
ztku2LO!hJjx~*&27zXCq>b}|AWqiDCh6RSo!s=vD<C3YRrd1_IAZMnoOtd5>T)C5_
zOi8IkumC}tpE}<~Q<MPR$C$^Hyb}?tRa}{q@b%46T<LVeS(3G=x|W%1N%Klo$p|42
z^nw8-pD%vQ-(t${P1iK9h(8opO1)c5ip>|5sa-`&G!^PgYNo8z>e*76seY6x?wVG*
zm_<Ns!t1GRJpkuG7{6b3={)<OJI=bFA+=W6*0ky-bq6UvWc0N9T3JJ9(@F}G+pN5%
z(Bj=f9qV-sB~6z%inXPN9eGPiTWz&1N?ZUEm@-f9^xJYaot4L#wK|)X-xBIRB=VNO
zPBj+whbkVWBtC~}P=4&?JBmxFSZ&G}rs-2&nvzgL!AV-V&6vS4-!52|)Z!S$VH5DI
z3=AnUK$AmFh|Z`h!>GK{yx~nG)Jd%qRO_F<Q#ErGQ@XA<7{qYzC$zXVH3WcVR$?I5
zdB<Hu+DUTKD(98`5N9CFr!v#@Wp09mgu9PaDc!w^1i?AD#lSKKLAP={@t>x8V8O&#
zMs7B?OwGnOJabM}<{DmM(Wo_gRes8@owo`J`Pp=U9bwQ(30p38HsT1GNyvl7^Gi_?
zIT5&niIcV9MlLQ4aeyo6swnCzDJrEdMNKT}l=Tv3B&KAU(pIT+C9MUBS{9WdK;%a#
z$u#rj&yy;mO4Bk_>1dlSVhAXiEnq1sNz^GM5JrYK8h0i=<G{Xr!JH2n<0yr73?Bq-
z<8H+642dG~ty4N;35gcpCIL1Z#Lsd2yk;7xKm-HS;ziJc6u;eCl2j+9uD*pODsf0k
zl?f`7ehz8~<8NhwehshR8^;#smuzHAks@G5*n&@K7q<5%+wsIcIQ%)J_>;)G&n`NY
zCbimiR%s5XnWxmK(iced$UOzsC6~!0dM~UW-c0tO7UYGir3OScPghUQkV}LD3X-HO
z2KpA$i6A`Uc&AXp7SfUskdxL-43(0l8$l&XB}T-RDsE+5Zt$E=uLQ*CF>F3^q*r0p
zaw{pPBRO-a=B8}56Ow>ZM)C`#Xx>RIOl>P^Bv(?@QPj&5De7fRkvds#r!H!D6f&{h
zC5wUx2QVA+rKwO==~{(umtN7Qt<&nND5_c_?bK5`rd>%f1O=eNgaQB}-6xAIME9@)
zG6WK42hw_HYe&<+Yd%O<DtuP0)LCFRr}JGqdc!J9VYa^bpYUx(Ac9h*spKN5#X=TU
zR21S=v+BF^541+W-Xsw_#_~Lj@%qiOnDmXP*{l<2DfdD#Y&x2)NJ(_cp1ELENVz5H
z>QgpJxxBM;9yG>q>6k_<h+(r`=<24)3RQ~brB5biY|~{FOaKOD_sV81Xvu;8P=OXE
z_8*q~AV`@6oOg&O@r!IM1Y0~KIWrf<$r%>82EyiK3t~7zK%UXG5M<}@7Krb7<FI(~
z;KvzmT(8qE1CX(_Z~TSvSK@!ds>-cL;fKVIefV*xSN+IV>Kup7{Kd)jwWCd|720>+
zs=0qq)1RsRUs@AcN9wq<NmP*iIBn1!;OF0pzZ5<yR#NI;6aFM~@5FsZgYVyRujkHi
z<{ogZqZ*w_uGD_%Rm>WOqWv;!>r}ehz|)8|RV36u*757(K;Cg;M%DlghGIYoH#2Cr
z3=aTaZzjap18Fv}n_PB0ZGJ;V@~@Wsj+f=TyT2>>JfD?r?s>AGlx}(5-Or%g?YZ=F
zw0!)`uQ}&TseX3D&Tc2pWCz!6@2g+~1_kX7NU_Fq?ntl`CdR}Ja2x*s4|q2-co1jA
zn6!eXF>LQMi`at}IgvOKld43C@@CVC8GueOOq)UDbsENvetn_ueEQv(>kn=Fb^<qy
zk|2@hV*CQ|J?6&pCgjPJ9lVL*8IlFeA0}{e0XxXfFK!9^jt5|5_WVRdTy4TAJ^7KD
z^?V{g#iuvG7u;I+*nwdYB6wIc1i_o*d5PZFxq=1n!rH*hn2zTAMTo=!5qXe!Cm1kd
zEJiFZ1ONohiL}~b4u0J9(?{%V$j&9+#%+83CJ$>9VhrZ|ALNY1>^ojf_qTbHMB9b<
z5uJqRVh99JwZPm;o0GYo(VNa~aTEPqAUI~t?z?H(ZrG6aouokoo#e+=iJgV*zz1j`
zNzVPQF93^?K1Mi4v|PaKa3oxQ9t;5nz$D<zi551o1c)~zpX<H)P|P?CdE16<-RjB%
z10V}*b7OEMTfcp{cF2%On1Lis{{Xi*@opkE0#5tQreJ<0CdT&90lo9y#LQw((j-OZ
zOl9M{$AJcBzE<U+)%!m9kT@Tai;Lm}ekUM~9EcDE<PSIgY|bxl1Ov1tH`^N-xxkQc
zFWa?<43QJ!2jz2M2qc-A7K`wPe}_&!JFLdg3ET~&?>Fxws7Mih@}1%)`6k&UTH71M
zoP)e3_CD4k0hkuK*x<?f&SOi^HC<e*?sTeCNxPL!!&I##1rk*H;TGvONhCo8Mam51
z6KflHYCW3vMkpQpc<%ys?+`%z0pmZSH_R1I26S;!>QbdjdP3<LE0)x?hk>STMGg>3
zfL}tFew7)&`=2goij6{~>-DKK_bLYqT6!Ewo|=lnI^BgNrAcWpQlU7#wxi8@jblQR
zm^G#8=>;jF)0617L?i&~gZ8eI&<T|Un}s0H47@xahi43*O*!%Ijgk6pRH0?G^9oyg
zRSF4qo0ps=w4psADSxTP>5}Tf>U*KzQA+BAu&t<S;;NN2T%%b>r%{xp4pBCfL8#O?
z;+CIHD|4-Hl%-PZiF_mz)K}1lIyraH8Iv)Baql_CO@TJxB=6qFV)nnb@HQjC;Rfv-
z?lj12)VUnu>Y<9Nb@bJ;>uxwydYwvvboG?2X;OqZB>wVBlB~}b<jAlwy{9+c3EJ3+
zkpyv-qt^8bBo@%?RTSz#Lg}knYN>}BNLWin52ZyYNmA61+MDQ7lu~|WP1>up8sw8x
zrah+B5RxC$9a5=Ou9B4%(NqT%(`8V#1|B35pp+`W-2Fpezs6AMmp;a~!y}<FfSJKI
zn|Z!$P3~??TG$*Sa7nO|2Z4_Q=Ge%*jx&F$9;ga)O{u2TP>|xtY0pZfwj1f{aq4%9
zOMP8ZgoU`Zq$xo^vvbqLJj3+M^lBM(haeR;>uYJiFbGQ0lLjLj8{~(0*QYppy8CrL
z4;X=fP2kuNM__UV@j317!D0_#-y50sk`7@102Ko}d6F}8JAw~@a%W{R86)T*WMjq!
zq{$m`A>Z5CW)`~}=yJ{_HZX24yh+?%O#Wm70VjZWFn6^3;Qb(2UltrjY;pjP2j~T+
z@@*FbvElsF9%p-R2lA1$+C{iSE*ZJf!JPBwmT@T(X5Qx#K$~ru7lLg74iw22HvRAN
zh#qgBc{VaL!jdpDNx6uh_nonf--TmofCc6=JCAt2d(4By@x#Z13wQh5Uh8WUnJ@@G
z27e>%{{RPs2*I$qwY|YABKR;3l_K0L3H<xtv65uRaR7;%@JPV0`ea_)0T5(@E=+<%
z1+K@vy>R9^HlH3mAJr1?aG~6Ih`tHiZHO^$0%s=s;1Od4#_@u088*BmoDq1NPGUu}
zEf<SL@OXX9K$F}a<dd9V0&FL49Q!$jX7S*exDNm}neuHoUQ;>u@Cch**xKL;n{Y~Z
zJ57ikz`tNm)8B*)-f|A!56}^F{a8EzoBd)zxwi6r{G%6}@b-6be;VdtrMV6rS;k%j
zNReSAU$B#KGH^Q$&f|q(023z00MC1>{qNf6gdoJg8%NM?B5xbS00Ft+w|SgMf^iqv
zOu@DBYZne(p3CO<=@15C(=oxhTP%(EGg@#XB$1og;@N}v8{)!DNfRI&-aMb6f#L}s
z0N|e2I}sb+axFiYw|*78eNC`VOxot)3j#1WWqow@c=m_^e;kd*h2KHM^Oelz#Lt<T
zh_=`9^@HeSnHdB?y|%^VW`CW2B2EqRNfQtW5dz<VFfJ!x=LRDtNwtrg0~r~(vA+&E
zc;WY3gfncqjR<1Hk#6QZ;!~Iw#>OOXzSitS#1X?L_?g5BB2DAH=LQM5ym1M(-VKPE
zi1Y1nA_Pe!m>8JYc@O{_#&&~qXdD}ZS&n@*>Ti1&$}Qc?TEn%U*O#&<DYWMM*w_*x
z(P07yw8sdMU}O^n6XqvkW3iKnnJ{DZCIFkklNkbWdrTiZIe`F700hJWPhmSjv|8~Z
z#>>{nkiEsT9j_0&vo1cpeNg8Z5-~B{1Menp8HqNOR3!fZi~j)PmHk3L3vh+O+?Ww)
zxVYawE+#=Xf(M_({{U|kZj9XJmAF5@?#?fd9v?Q2yYa?9zQ;Rn{{TuiZIAc`9r5{J
z78bWD8{f6=P3F;p1lj->!Hznw#~A+mJnV5Aqf=sk_QH-Y{{R@o6UQgH%#v-95D2{E
zJ4W}tj)^bk<o^KG%d_OkLE;7U_={v8E1%B4l<s~|w$q)4(qb+L2iL!(raKR7h##3E
z2rw{3!Hx+BBYc7^V4T=m@p1<7VZ;f8-VL^aaTAdl0&ls$4%-_H9Eg}RJCT&yV|g5X
zEEt|5_b>HJzK1-A5u{_n&D4f1c68^H6YS{^Yaf(t)ftN%M2REJ&f|%;>#RD5nQ?78
z(vq|~g{ccd(nKjMNlKDIup&LJJX7|I%wjx}E=`UP?t^{EM9kc8f5$es#jtDu?Hp<C
zJh?OTZ89Z{UYcfmiOY{?7BSelYvLMQ383Z`0U$PwL!<_ll9&mtZ6Qen;J$zmMcqIF
zPH}V0e1%C|+nSFr`b@mE7k=u654lxJN`a<V?lPr<N>kP7F2DvrD?Czt?`**H{AacC
z8QVE?oAn-Ea5fZb^z$LgH&#GIkW}R|h(3#g@H$It>Lq9@g`-owjqk2c^lV2L%w3NV
z@i#~=3tue`T&?Tujb@^nqLJq*>REM%nmsPG>Pi-p0Dw}f#lZ&z5L0M8Q9k{#^(JN@
zW-)RS2)N_uS6b!1e4zCZL8xsZA=IQdUqZD>N?c5<skJC8r7HCqaCH{d)SjWob^ch?
zxqajJhScpMmQu}gNhOuc^rg&}9qA%kS^2N&t;CM5CBRL^*|WQW%$`<e55=GleVjKC
zJ(s?kgJ;)m7QBON<|L3HnTrgAv|JPpBz_=x#Q41X17SQwpE75@V=xYI0iVhb0X?9L
zMT8t*AmZds=YBMR_8v06RtLX~FPM9`J_B5ary_WUiB0d=K(V#R2KFC8BVb1a<onO#
zh`p{ekzwW+18Zh&AVm2ePwn6_d=UqHZ*gf5KQInY7v90!PoiuX7aa2$Ma{3nOxd#d
zha4h9$C<oiAb-K17lbVy@<!tLoZLYd-b8`GFb;d~G4hPb%t$j~m@*Z-MdopR^KtYy
zKSLhGX_>c9!Rq!1db(-uzLo@yEe=H94)+_MsEIbs#M^ESr)b*7FaY<&jFK;Y5#IAQ
zBe)SClt?>3nBX}4VlF0R5diOddCwFZhvlA`TwLkHkr`Ta94*S)aRVUM>RJg0s>Urh
z2WTY6p7D}rZXLJ8-UyK&UE)mlzyuB>?Yzg+2Jto)2Rq1<!s?hO=ERKV@Ncwan+yRY
z@VUz?4psn@%O`zW40L93e9K#pF~^<EOnH(m+({zyKEPgPCh!T4<NhWNWXQ1)O{Q!~
z92ULfeeN$8&TnITo%pKD57aC*PRp-2ZV=0Bbz}?3LIGS}6krJ;8Q3@-TdyKBJ;2)`
z!N;h|+%tV|+B>3@$tNTLM{ANsZZdoMCS*vM!4`oeSYqT_ez%OyIL#|Ts;327i}bo=
zB@TL34h2-LwWxxo7-TI@DY6Qd)S=XXo}fKey+oC06oitBy<KQp#3=p7iN=TpE)J5q
z#JCmv$tR@rkRzxTrfq)m`VS3knaQ*)S<eexkLdT`T(7G}9SCvNrKX!(t|-D#+Dg`=
zkODxJ9N1h4R2Vas8Xa;FmnyvtJ-0)OLhGMHB}!^~n)IblhkCk_5~h%Pf`ks0jw&yh
z>yi|WJ-U4*m87<$Y0UZySoxBkx`I^sa3GYe)U5?z0I>-|Q-X2VURvCB#kk^#D_e^y
zaYn$EDMYH+lO`Y>T82DwzPtsqxzX8+UMU$jF3hyky3BHSjN%iZ(xfTJt2I|jTUuFV
zu|-N`4^fw0c&eg*o9Z&2nITZLj+Z9xzUygHG}<~XDWZbe`?E#rhgu;aNq(lJy5ov4
zR96l3l@z3<Dp*#%b086K!t)+5Fef(viQxK1Z#R+e17S9`&4@5_VPSF0g~{iei|5KF
zZ`5_O8@nDHPJDz{dH1Rp>eN2#?hpc;eZ{)vunN|qL|=H4MoAn|nLEYK1+p(P4&vTq
zNa0&1Zac}1r(q{!yo-qd+GaPlFl1O*#`iG<_ToABd;E806lHS#jl+gx)ZC$hckl;|
zfF|I9AP>x2fRl1$?~~+2_|32`CM3q>;tz|FJ;cwFd%=KBz;}zlx&Ew4AcGTux#8Sh
zxZBt{c0|-<PZ6G+PFcR75ZSqu?|YlzKm)iSn4dBPiQ!52m=YvllM-TZBpJTrbs{zr
zGIO6dI4~|nt~Mtp$J9-;e3>}u#eqCe9ymd+G#U2WGsm>PrL14P7zWm`y|47xM{Ax7
z2@y9v?UEx9H@A~E6B8Te;&+fhy}<9j2qyR7*m=)?s5zXA<k~l`-Iw-yyS>op`el;_
z%PVT*q5iB&Mk4S)!MVlu`dE@@2aV^DQ_1dX>u;PCw9=`e_a!M$B8%@q(f<I3uAHUN
zj)C%g$znkdo{Mpz&thy&4)FkY2R7^?PDvn1lby^HBiN1ezSqSCj!taBydDkU8>e$z
z>dkz^ob%_xKC!C!lkn@68gi3CrTt{Il>o+%M%@(>h)D=9RID@<K`L2!lUh{a0bNJb
zCz$I$8hNWw3ujDCCWOL*QxuIQ+N07T1<I$AL0?HDtqio~)_S^>N#nD4fC<=5;^Nnk
zY#>12u;3>UZ5bFhh{uT{<3CpUHpp`E@QooLF|oIU&z4r>7aEmSR<5_*)T*j0U8-$J
zed?E-eZ`@`q^Tut6(}dAN`!;bn}9oVJv*3n-5r{$Z7)~UH0pZh($!lub#K$RP}s0T
z$Z2Ro)7(YoOu#3qp(}O7wAvJ<xU`|PAtbG9SqMTxM3pH<0Dz*S9U#nc(S9%d2cYHt
zTVtEKExN+SpD5S#r`%OfrrJ7z)figU*4t_M1MEVQmez+*QWCWBv#OObX%i8DHV*R^
zJEwOhZRP^t5My^uH3=mPalTW!6dX9><cB1NJZx?w<+e(KI%eov(*qVNCh;IjiP+}C
z4E<s7;c8bU=%lErK{e@>D3TJ5R=Fun{{WhVgry>3DFGk^f(OZg)TFqjtjTps1y?3-
zb0Xx4lag;2Bj_)OoW|Ch%FVY}q9V4a(K8EEpLJiR<f$>#8(l)GTtk8oQ+}eNXPwx}
znKam(<<6LtOH~Bqm8gUv4LY4*tdha^3Pt|00BamZ)>F)=!(^sX3g#xVQo<6FrKlNG
z(n3N(CAY$jzN$&#9gW(BG@Ap{ylrckk`D7b1GxnEFNFU92YxnlqV&#d<e!G$5jAZA
z*EKdMIj=$F-euMFS1W0lsHdo=qp#Dn+Nw(W%14zII(sgyWBg4}Z4XZ$DC&CkO-7jQ
zc9zN2U1eQP>2!-yYtYA1dfyExg{@(<60nBQw^kChAtkga;rihH4*vjb-?Kl%f3UA0
za;L>Fv@gPchn(4?Yo8P~dfr#(Zhg@?XI#>B_49RZqRS$KS*oCU>dNG54Qe`N2AnGD
zbw=vkR-Da4)b*`XaNbz_uGINH*||8j&R|n^wz{JhrNd@n)akByRMj-qlNVSONlQ?o
znNumH%PtcvdC#P@l8yXni(%N64jw9gLaDxTa%64+=N8LE#VJNo1jP;1r6JaUf>aVo
zAf`V%Ul+NbmAO6oK1uk=$vU4gYnnc#ME;}8I_8}AfvRbmrk=-3nvScYYHhHpN1RPd
ziepQzrd>TkDja2KT{l@jZvKx>S@=Kp+xWSueVx-w&7TapVw>TwGi%gU9JfQu^fe*+
zG*W3IorNLF#&qz@8lb8}&C@#T>R{6;%5vggKMj7AFNmC}@l);7@%Nqi7o7B-f8_mJ
zUeL!cb5?<=Cs)wx^!i>>&?!{jm0sG`#YG(rQ*|_5blp_Tb%&g%Tdb`vxyU}r-)nD*
zpJP9XwSN|V5Hre^9MxIM`nM=Nj&RYcHO(w(ddu_`H4ZgPOQ~s(H(bN|bt9DZDXR%c
zLyW%D^zS~yxQB1HIbKxuVn);=mVFM{S8VPbS%lHl;<f0*aI8+Eii&ren@2nvaWb6w
z$xE9$g)>yW<2f7YN1Ms}H;e5C1F@5EtOlVNeO4huGH;#~)Y7XZRMjDKLJdl(%;`v#
zGH6EVA4DJordz4~F#RbXqNm`$*dyTgApA-AZ_ga_&3f-U{7^idtFg{?e73ThH~C*#
z*3n-@PejcgwNX&hx(hUwRU~Q}Z95Oru~4l#q0KcF{uz_vNVS06*v2Cm-ezVM=%?F1
z^qqa7{@pyM%bb((e?<6IqH^yl^H}E{9+%<&04!^|MMFBM(CTy&%Io=qn>nVn%{^50
zm6c1TH33dnRQ0XZQ_|4W()rR)gYOya21$<Bi<53UACnw2Y%qP1qoUiI*>(FvE~2q>
zr^=j(=@jdnRY@z(%9SQrGNiIdLN`;8Qkmmvf~OZv3I;bgRAL5X)lHfT3#ChWV3Z*V
zB`GXOOIQaY@X5D*@^X8|;O;@TWJeBQgJK2Xb{3lfaTW)>04C7~X|~soZmB2U5B14W
z7wv#AAb9WF1aC6~Ajc{T_3s)J_jlzInEbW`M|i;_+jDV#6oX@n&5EK%!cXBF1Cw&X
z(<akz%HrD|_lpnSQ|w|V2I3%nc9UoT%nlH-%d4|+;y4>yh_p=P?nvI)z2F&`5eE<f
z?HQQ1#w<k7gA)=2_wZwg-0lH3v=68t-6I=-ZX-NC$2;wEKt1<>3=_9*5X-N%m>pt3
zo7|6V=eLQQ!1Hbu&zUm>U&MJN4ByDvNXeM~X|#8|iNu0!-XNF^P6#oK8G;S)af8_Q
zkcS@{a{PTz`mObu0{8501~LEw)8zwhz>cZO5n(epx}XC%yzm%S!g55;EIzvn0ca|T
z;btQEx3KwVcpD4ngcuGDY|lVEac(g%d*lIeU@skw&500A<QW_n$oj>gTJT45I}rvT
z@v!NftFG#WDrSjnv_U4KuqvIBCn+mQTZ79eRP>#}9BruOE?&_R9p*h*x0Vsr_ZC&?
z6<8_~hSsX5K}dk4rks4~1Pc>c_;#NjIzx|Nhd+l-JlTdHs&y>Wu<c96$!Ug`>x2@K
z@}Z=uX5a|`&IWk>DE^P1(5LWs?Njzz_;vB$;#WNUP~}cz=M7t&L)tEkzF9gOx?e4G
zhOx@@s;6z*I-OO&yg8y)BC*Pv%16ClP*T$-ofP%epPwhW=S|aFQyjUYGfyE&H7~Z?
zYF&T|EwohQz<%&k^%6o-6p<Yx(Ek9lm+6Z8SACd%66k*hejiYLF0JK0U(|K2PJ#Yo
z<!ws8S}$`3s{XNCPf=G(%oJ2hrA1{;La9>Lp2b5=xTHH&{{ZaNjA`Xh4BM<%X6fnt
zp5g-z#?gyYPM<W@rijhMQ%zcl@)J<GQ-VsWCQ>Yoz*L!P-BL&o!{bu1dDOCzg49Z-
zsuc(;nLBsQ`GG2EQa+rS;Jm{rno%~f3}f%#w8z5T58%hgABZ0ed3RE*)$~qP)HLQO
zEA;}x>z!**(Dc1s#$R138)<8#dr@|ittd%aY0{@aSzjCh>Nea2h)Is1ZRaz*DsKq}
z4kj@=7urvmKGrpy%ki6?XmpJ;ocV)ZTRh39=ncBYjZaxcrs>Qubjn(nYO3kzoS;QA
zn`Wx6we-2_C3STMTss_p0wR3C7dsIWBIH5I<MWpl!m%x##H%n|RUT^+!zUU_#HDGN
zkv>pJSxV9LCLv#0D?!{^R2GuN6YYJJsGnW48$VN9G*s5j!LZX^J@<s_<kCq^WX<i=
z?{CzmX(w?9H$n@fYftH_L6n1u03Eh~L_o<V(`gcTvH|8)l?g#X1T7@>B~vLsE)9Z+
zl0YWrMD8XG3m63A;M()K@*}yCZYViQ(}xgF`4_bIHb3VaT5-2UQD#`)vlE@HIM}}<
zo<v7BsY5ilzM5rwdxtpAXnMkRCcPJmQC8UMP>?-TgZ?qFO~|)WQzHf-&l?C#TWBI}
zV;*M_jK_XCm)#v<<UYYDb)^NipbCgkxXp-z1R0P@OwSwb2B4a{bggL#ale(+fJp0r
zdXstRRLJZk5g-mY>X|7?^OC-zjnn-?TEmJ-Hf*xVqjM>0BXxFA8R(!j>&K39ks&aD
zdMzOMJ*M|Nh_Msd6#zFG%n&d~k|%Ee08(IF7J>zZ_l#hT`)4BHL9?lNr9UVDm;h`|
z=MjLMVgz_QRHUeYIEU?zs*4VKMU`9SYakE+xCYj-@*qcWOlJ1PD9MNiyyrHwn+r;>
z*vtXN(xy+6W-ek3fsg%Pt+=F803d)(q)E4V9apfugw9|`8`LLs05f6L#C!>RpI@u)
zj!W^MT|B$++nhBp@1W~i6?Hu;fRLu^D_Jx&OG%%UinrS7g#x8mC`lv7HXnYO!1Xml
zwC<<oL(Dj~Tuveug(YI(SP=%|;&}AC?R~ACKjFh#Q)?Ys_PwXkxZV$;Mwj(PtXy>j
z)KF5UOu=*zNaM_zIG)GP(qja`nap<_d%O8GVM3E)aSTmJ-I<GHbGKFfdRhv35@i?8
z)iWzYIRi17k2v{St@HaqOGuJ;D6r&j4O2R%WXX%Oo0&<FMyBrekFoyEUm0sO-ePN$
zxsI?ort3>k)9YVRN~yI#l=@7#qC$Nt#Gtel(iUGW^{GKXqta@3$4F6700N~G0U!WL
zR@eX;HW8Wmc<@;cEvFlGrIy@jNn1`OMJqzvSW;GnB!vZqr6ndw5g=QSRXzcHVx{<t
z%dJpXINCX<MP-I{N@qGk>sxItp`B5b$(G(&0r&v1R60mP7Rr~=f0S2~mCC73-C;Dv
zRMi`jHilf3T17x9MLs03pXgMirk<f>GG|MYwGyg@5!n2eZAe_Bvz60YWT%;iDq@4o
zlt%R0KuK-sMdr&Fd1hi#0G5~gtKl|>L(V@GJ{<CfupUN@%-sI~$(+Bc8fVnaL)vb$
z%o={5s5Hav5ak<&o~gv4^dD6Ul_4pFtB-yDI{ktE%sh$kL*lnL^1meNI%hEQw<7aD
zF=+aeoa4=v%4<^6w3>?QH9XFttJPCgww2Q%pGu*JLfcV9rDQmt%YQrlqIpy7@l8R`
zn#V95Gg{DfO*d2J>P<D;N4bT~YKh@rraPw4JnB@p8K|T~{<DcR>;}V+%Rq%^G%wT3
z&;I}#2DR|Z;vd9rZspEc=DK=~32$qfFC#an>e_XBeFv!ZYRwZvrK-_IQ)~1b4OUcB
z$#tby29y-<l_q&Q+s&Y*Mm2z8ScL2%gs9cdkS3)wf)y=OJj|p6GO(o}?};g!xCwBS
z?>9BJX1;#VZ2B<mt);;w(@a9E=w@Oy)TXH>rc}TtB9ctnbp^^y$!QgnB&9`rpp>kU
z-`h|iKpD4qGkAgIlQ^`J1XdzMgEJ!I%n)Q4k?*wegVJ>>El!4$P}Ay}te~!^W~!2|
znP_#2s%Ov~W!79lC{t@~Nm^AfK@k`ku%T#@HjBi7e9Xq(uZ#7$h*Y(y3JOY+N=j52
zK|rwz1OgP22q3WsF&SVGKp=t$1Q1*hZU`d85pYIv@yFW-;k%sQ@bT?uPNolP{HE%)
zb^;qxsvV%|E$WP*Au3TNfQpcx-BF|+N$TlP@&5oZwWAlvA~Bygz$0!yM!KyNRn(7D
zzT0lJ^Gj*Q)}FT3+llB}7L^4BAxS+d3Ir%fAkF+N`0eoJ?}mR7HJuGDExjhK#cFyJ
zib}d1(`wvW(#jRk(n_e^>!w&hfDn>wK|a|2OPg?-iY!NAYi6|SHBH5EZS`Gr(^P?o
zQX%z|IHIiy4y6i;m7k+6;{kbG+4Cx*muP9wOu4}nRm?uD)C2Na>R^A$OA3;rSOY3h
z&35Cqf-$x>+AV-Z{{XPh9gpC5+5Z6J7urjl-}rg(KasUBh+O4Qpz2)A{)eVj>2!4s
zXnIqWjcOW#sx^xJHi<2<QK(T<p`lajzf)AjH9Jnc;!t?dBYVxJBQ}eP+9pW`4EFUu
z^g?~9z7GA6{?z*C#P5z8s`Oq>)V>b$hbJ+rQ*yqm%~jO8=B3OWo2_Z-)9G|(->%c@
zD;VYa-8|}FcBo+#)pax#A%?5fTTSV$uf%bTBW7{DPiOG&OJh`26RI%WH_T6|`DIc7
z^Kw2<O1X6tx19b?O4Bh+$sooD#HZBLP*v1X$@xuGsVZEF8;f6@m>H3|ET&?g`l(PS
zAs;OKbo&(jslLq|ucGs($6te-!|>;pd52wJEa=*%vs=sc2&~rzol~lQulv4}tZFrM
z?zurpS5U*1H0&`_-8DiOdDXDu6Y|k97r+L5jfL$X0VLbFjz2|zrf2kneU*OLp9Ovr
za*x1XeAfA=nK@VDSmvE)Pp{;zYvr0sO&+t7bqYtEU1u?Ax@#}i(CV6nK9s6@KfNK>
znbfKnece42RhozAMEmY0{rg5HaS_@x#}DM+9@>4R*;-szYw$C(*xc%x*>mu-MO{E-
z$&*mIbkhw!AvSGFOz9yr3Y5Lo?>Z8Yz-@3ky87w~bvTtNqN`fwrF7<0>05|O_fU5y
zDN_deKvR;$mjQzb+9Vv<`G~laFk`mjH#|qGZVVd$Eq<c}{G{O69jE9c*aCI}J+ON#
zYeBd^ICd~^{zwyxM~jP#eFtv$9KU~t7vt2sUg9Nq`U{NrFm~7*gK>)<BnXN2gFl3r
zu#spp6Wa96=6hOk+}=pr@|YrJoxQ!J_K->PWAgyY4EnL<XUXla3%f+DEjAa-K#(v9
zj@O9<0~5h${D~$BlOpD1$nZ_15Fo&mfjNvpz_=h8xVZ8@v%|a_`+v*E(|nI54L;+`
zx2F!n43amS;>J#Xvm4sOz0f0LBmMx$5G-*5X2)d&o#x<g?SpGuW9(yxIg(Gf1Oa&x
zOkVRiuo1!?GS}3{EBC~QZT|p2aH|p`Ch@$TfK2;b<}gM3$=KTaPY4o8nEax{7KwsP
zNX*V}5N&gr_wFr;gSUZx5FFax-cRE&@hK2u<{-fU$=vO<LC6>u;E*TGLAbb$iOG|+
z;~3z+JOE9gm>-Ba$Gj@sY?^l~YE_IHy01q|ph)UfZF;=~5IV{9n^ZdK`3-;pTM{@!
zHtgePZAN_b$?bU83GQT%;zWs@?b_YMMt@A@tyfh+sA-hb(kJ)pt5j*}f__;c#Yd@S
z*r6)00Y{9IYWZtJQ8aYQ*Xt0kma4cGwD#5%K4xhFQ;vX83RLNm74nhB8&uczO<<3{
z)hM!%JvwI3rAXKTJt4Ld0!@$zD(X;)n3#C+`1fkc&+HsJ2EE%;ZV{LVmNZokpm~<H
z8wsY;TVB#hQ?)>KNk8JrL|SBH^=@X>HF4-T>S?He>289JKX;`<erQQT2rfriOt_^8
zxJW!}(l8CC*NHn?V1h0NMYFQsV;_;R5-vOc08t|-bIj%AA>*<ncM?2Y8`?;=F`w-m
zKC8)t*v3f4;Qs(uiQ+cBqAmpe4q!#hcD2R$B+l22jqMk-$?XTt=Y$)mvE{>u$Btqg
zp2r#61W(WdKU{2J#HMlpy{>y(VX!2d2p~r@ZKPvkk_=w{_>v+xbGJzcvBd9TeAti%
z*_q)6_g_{VdtM|@Vnp{Q_RO3eff4@zu<#MNxwZg+ARVLWb1-kRVo4BU3{L0TGHoDY
z(Re%n_TD2shUUrt0E>wugfg}Lua(bv?mVJklqe}Aq@?vBL*-B)q=h8hf(RWZ*G&87
z+vXieHkK+}Mx#ugqAB$h3bYQOpbA#Lm%vY1C{L;o7DAGqw4p-;2(|K3MA~Bg#j)bo
zh~amUGdo<Hm=^-%i4p$fIUDikmD?{Ia@a@rJz5f6HCjbMBdtIh>L>|U%n*>8q^-qt
zj)co-1dx7EhZDTLUC^hfS52z0l2lxvs7uR0{$O&PlvD=_R6ao3;D99MSOQ1X=dqlN
zK)&N3THDDEIMUMNOIvOrj+Yx!khGKh<gFwq5DAhGc(9HT9Gk;smArC^DGEZ0R1}4#
z#R>`vNrUo`Kp==RBR?z-Au(x?1<5c*#0++r-qsO((AQpcbZRuz`lDba0MwwSsSTk;
zMGVxoQnu9LBslL%omzT9RJPKQR5i=B#0DxVw1-FpwO19io}uYLLv;)xFQpPxqT}tW
zpaC6SN>UK<-R<}Ej0}ml;v>itU@yJxd`|{R5C9nQu$<UQC(Vv{%v5MPn+<*86y~y!
z$Q4v1Rnw?KlnGNrsTKsKPNlx6v<%@y-x~{F#!fHbpE!;X>Fnp(#Kf;1;K7XM_BojT
zGBX5>`TjeZoL>OMfw>$ZeTKy5*t}vRAX|G|g*m{+EfRlwzye2*edP~cSvcX>uT1TD
zl#I!b$Jid?#t9)<z!ShopTo>V0%j(B7>wA!5rN(<k_j2wBJqyo9fuBcGkCZcu%6ek
zgK%O-V}uDDc#B-<`V())Bt3wGB<wD6IK)UloC2qF>~1eN1mvG+BHI8*3Pj|Hou($x
z4aov?f_oeANc;dlTTf`P+T@Ix;ST%t@H5u^g3_JHljj4mk(nStKaS)l1~1+|xXg=;
zkO;g?h=aU|BgxoI$no3hxN&LB;%*6;+*-oeK6V$!vfZ7&__p_b&`#GNz&ny}vAo7I
z0hkkUIRm+qh&}E_ffoM&ahW_o6DJ!?ktQq;)DTFU+yZaF35kv3CdWHiUlyC%4bKuM
zy39D+)H-E&ki=Tqx$gvt76S9$@IlEk005ouw&LU)+(+PSOsw2y2!R9)o6VvRj=*FD
zZe!enWM>2bFMh)J_u=Emj@S<FzP`O;T}1tEL|}VN8S*xslWqV(1WX&;`&<zNa7>)Y
znBh-U5h6{jXMWLgEPDZR4+tDz*v4%FC&&X~0{1*2%f^;3#r3}km^L2!Vj#z8k2W$R
zz-BX>5}A&}*m;9^HatKOe|KRfMs}MV4A{)x`#$n)0TN^Di@`o-K_9&lMq{sER2x=f
zZ8REi`?AU5gKW<5c7ZYO2@*_s#|*@um}Krp{{W4`#6gkMX%~Y6Hos_tCJBReD(tVz
z{{W5P3wpgo9wIM~9iH7|uKaTU0M5@lTmJxZjpHN!kE73v+p&T$c;ylxNC!WRTKoCF
z<UoPPRru-u0G*z8{{Z2uTgA-<7qB3}1e4ooj!z`WCles;5fd;-gOW2KMDe0m`57lK
z$)mg_HyrqzW#5o|u75iIQ-9tb+G^kb01{$NuRhjhxM?4I$s0)kcK`!|PjUf?;2ofm
za(9b@V&6gH-s*hs8%^R&2(%wz+Tuf;&PQ`3#r%l?VD3PX#<$EK1FoGMa2ac(#yrm=
zE;+uO@*}2)Sa-0&0O#?HZ#XkE94Wbi1>yu4Gabmu`D`QH6U0d%lWR;t>||#He;r#H
zJR>*!F}LJNB!Ru4NFsQn!vOB#!(X#cSc{$Va1MPf%yZ^)c%Ci_r(+hIi+BJ@kpzPV
z<ApdkwsY8<OhA*HV{8REF?-xtjEs96K^MT`-1vZO3}X-u1&j%U=1&p$`hegcm4;k1
zv`n0yEaukg9q+}tv|dox)@ii}s-k_`XWRYNpphbErD-yip-?3bC1_Cn;W5W&<^FZk
z_11=)thY|ZTgfeyxRm|IxDgQ!btR`1Nd=|IQlryZQi>D8{9e}1e+}efMUBju;Q}ot
z3=55}BJpX>{{Sv1Bp&NNe%qgH8&KhiJweXeK6w+#%yoWc_<FXw>og9h8X%W6^(Yq*
zGJfo}AKIk<0Ph8>)P%wm;XNakEh=eBZNw?Hr9~@CfTc)KFi@nCDNr-i2qh$K#{0`$
z`BkNQbb6s(Z2~|-T#~A)WRv{WF3&cRJuR$-B_<nJN<(VjbzWW2`MQ*9G%vP_rw|Ku
z)bM>m69E;B{Hjq%AtWpz_JD$-k<e*k#otyeA0Tu9WZ9gpk%h&JXWDKrqi}1Ut$qYf
z<2Ew}0q?K`4*kT~NJQiek$E-*gJCd4iJ7;sfHK;~iKu9G2A@!5qpz#cc|SEhLQ;Qy
zmk1IBf>NNBB0yR}B5@+}OnERPGZ*h5i&(_TnbX%keT}8<#It(nW6tA=y}0<z^?*)0
z4`}fs-e8D32#7H=0^oxJGjW01z>+}5^9x=MBz-Ie{{RUF*R)3$w7Pv|ap|R{dGDDm
zl_4ZHl`aBO<E9#HnMy~fw9isU%u0Hz^9^kQ;CXiElN}5?p8Fj*XMFjV>uWRfT_^a6
z?nQ<3j{8E8N=$!WZrh28Ik6LA#=xx>o|Pq9rm0Cv>OlgHf~v}*-~~mueE_zpf}khW
zD{(0XLKZqgpsMX2l&H~Zj#VixHn!?DM@h0oIMbAL%1t|{QIjRWq@<(+)PUlqnX${V
z*0uZXYhDg=0G_#Nu6n)s=cX>2j<U7D)g3iOONXI7EVj1@>pdwd=m(@pKRF>HFJU}o
z{{T`7WB&k3*V5^|D+qC$)mA1_6orabC#|Id5!RQ8O8!N3skcjZwHp4Y^L~PAl}k${
zNu;75bzvaPq8aE~+Z{wDE-hgb(2$gbfrp$<_8ulNxxJuvJ?D!2pN-Af4Eix{_5#rx
zFIatTn{?&eOlJf7B`}t$YPAPFGLq$6$fso$9a5K?WrV1>*iHQ^l4s@WNF7b7zsy>b
zs0}ivH0pH0OB!nkqe@hIx|SSl8igrIaG^zSE2%0eKPgZ+KK;Ff>@(U9(O^Gzcw0!k
z_l%rpJDHfo;`6gT2WL~!-uXjP*K+nh?DHLZadwFnEo$m2B}GK2l@e4`WRg@*Q6!R0
z%;$ti5(k}xjiM*<Rp-oE97O)?+QgZivQA)hgXVIwI=i0WY;T+F1-F4>4-zT$TfN8O
z?QxXk84(%4NbkM&KZWE8;Z6;)27e4l+8{(+$+0{`>uD1)9l;{_iQH$$4n{YD8G$j8
zu^^8#j~BPbgU2qwVQ26F&8@?})`ufFi4&0>qVbcQnYoz`WMJDEJ@!7wVrLOy#Ajo0
z2r_q%#xdgLY%EUFM)5WTUf%idFbF2%c=6)VGt*I>^JCXrTFrK7a;xti{s06VncH)6
zO~(pEnfh7<?;=Rrdq4o&JRm`Vv<~JhB$H!3@JPY1Af4mMlQ3k-_V=F?Vs8$1w`V-^
z$+U~W`}mR1-P$!If)BAG;NK>1a~F@s2;t0IxWL4aPGkXcMeTA<V5{Kgyo+Zx$hKlJ
zeh=OTd_cKBSjoq003(Ux$BxqjmQF3s*5qH|tHC2{P4GbPyiDX|;NIjp0OoVF9})R>
z>`WQrB<BNTi5-qiPI2!TAo|}C(o7xigCIcMXT|ZaFK3H14u`)jSaao(zdJ*jnauaz
z=dm3=M|iQ}#m{N9Ser<+SRdhy;yt9B6aH-8C(a-n_Q<k6X7?Y6u^wkO+GJ$@?^j-(
zA)ZIYj-L@@tT~gkfJaOo*xKN#^V)MGi5Vm$XJB)X0Eq|1yu@B%y1%akk-46!GZu>o
zo*GuPDJu#gNGVWIFr<`_QbqP6YypChXB;?R?)Gu-f%}W!hG&ap4sRRgjqul-^{|H<
z(-lKZvDBKqP?{#fR&1cslDgHQNj*thRIUP%)znIoPiE0R2<WsdrmL9iUasi$)bazr
ztF+e8znB#+MPto`N9|j6goK~*V5t$#nE2Dp)cSg916o_P2}%?C$@*2fRR{_J&W}|r
z2Tc6xEfg$*qS;qZPJyiRUomqE`n8>6y0rwA1{UdVl?tAsq*1V0rfl3@wvwU%0EB@$
zfk+uS=i$AvrId3Z2fJsdkGZ4imwD6Se<lM<r}|Y7qvUy>T%u{^1qI*M)Lv68ReYl1
zRb|vD0AryYdcQJ!cBQM*>ok1}L0Xuur+%8EqgqpH{gq2ar%-5^cBQugZABxhtRMgi
znmt5u^LR2lkS5ax4sGVs7wsGX#!O_)0ATEP1e5iP<A(X<EY==0w?h;lTG?~wW7IS7
zzOjx*k)@$!e{rW;%pRvuhhXHCrF}_3pXWA&00cltfsu#-DF6hHl%xm&Ajn9O5dt%?
z0A4r=oZ4h!ZcaS!v|s~n5k4fv<H;7D!aGS3GBNWBN`9(9=m7RcqN1$SPE1r?#f6-;
z>@3|fdaXLPmK<%xHsWrDHll@sNrIK7Nl+pnl%3*8<7}qpN_y7QN6eIiP+%BEYe6k)
zRNZPMsV=4iz>-RmyQpWVkT}zDabN~yK)4YG3{LYVMa8&yl5IH~p5to`vnCApzC3ue
zX=XNI>i(^~Uf>3e$^KRQ(<-aw%GR}tU?oflZ&6~&B`#B#>maPpM@}RllYK?RI@5}6
z*3^Zh{ODR#g(Uv~lB6gFgNd7o?FWfd)W1gZU#5B1UT>tK##W>(5K4@c#kVO`g#mfv
zZf}@${av)v^F1%9u#SecibNs0#)wQLyns4t5o`RiNAnJNMe*0!?u{^?!#*S%Uu(qY
zd5Dr2&Iz>dCmu#1laA0nZKk)CDw4{pba&a-r~y&+DIrx20o4KOWBXL7B_B6WQOW5M
z#;UaRsHI&&K&nElLV+NH2(g(25H|+);Q`^Y(&6;+oCLx8SRIdz$b$)uh=G`Mb3cKI
zh`)PUPBVjUGd#7+y5BhSCV|RawWmL;^B**8T3;^c8bvT~?^>p{t=F-pX*zW|b#1gC
zt*@!4r)Si04f>9xt!YQhKHKO20MUW=@%UTG+{y6=pFYmq$)NIgCvxtk&AiR7ub8<H
zQKr%K4ITQHH7fd+bdGDUtC~SX{bK1Fr*gSkU~5%wm0Ddx6^`*ZhChK}H58PXt~G?=
zl~wB8p{B$!8ag_P#g(R5O(dF`(&khs%vuq<B`Z7XN?UnA9klAoI(d@i)K$|+nL5&?
z&Yvn;=8{qxT4pR2xgat@xeUbL;IlZ84Esnk269QnScuG9fRZEoa3D>M$Q_^&fdhz`
z&PDu8z`5AW-Y<#Z9mMtn>$K+6oNof$a?!cVkjcB7$2f3y+|I^k36nA6AcN-Q5_@D`
zHlEN8r|Xgdjy}uyLHa%Z**_k+2S@m$@QdJ2GjqQn^95$9L8J2?nW^%#6xFplEpwV~
zqJ&b{>(p9`8l|sg`ZZKLM2dCPF#AnB;+S|Nk@NT2+v2Cfj(X+~hTjx)1Iaw)%9V`J
za~6lFR#H~gY4tDB(^s(AcS)$Pps5d0)>73p^*v*h?zHk$hs=O@s!VqSudb@YC~=%B
zw-TZ=MQ$HSh|*M7QW+CdB6zB#lR0zg%$e&<nWAj8dAX`gwX(<uZz{5ubm^4xs;TDB
zm%ZmCOPwuqrEVx8LS(clOGe_zN{WEpSqV2FM-adEnEU|p3BXari=HoNblUwzWfU}Z
z6-w%Z=(MGw1_XMG1EIN*Dq4^v#M}jRL#FaaFAl2um1`AgPz8pZ4?^IWH0(IrNwB(V
zo?X-wM0Am3U-1g8r_j-98Pi!GDjX?o*HSJ%M!E$ve=(k(hXuit)Oh7%ahHM9lvJho
zeB(|1<6P9Kboz9OQd@B<Qg`Wf_x&~-A{0SStU6*YPfh3RzD(uSDLPJ`txB;eAXTh|
zB5XnX#X(s`$dgS@5@Aq5625I&UstF)r|W87sd$0&IHI_~gr-VR0RjS2kzoMai$bdd
zc_*}eM}4Md(gDv1c)y13);Aqfo%P*FEwoe$1{Ml^8dyq*>4Fyd>Ufd~o`s+gsVR^n
zP*RklqM}r#6Dm<9MMor+D3VokH@T8b6UWhCXOFU1+9T~>sdE;U_I>zgseDGQ<tDUO
zd66_aw=L+bXw7pCWkm*%?QM56>sloe8>^|Kt37{tDW|8RtE{RlQPV$Ai*Jv=Wk0kh
z*?yyyDSkctG1k5s)N{oisa?v<>lK<MQnhMb5~7xuR#ShewLMHzE`{3aFIt|o)4m(4
zr+E!6m)dcBPp9xNN}LPRSWl+F3OF~UX#FY@WE!AOALqVS#*`Y6e9IXC&i?==3ZrlG
z%1@MhljT(Z04o>yFQ1k2hA8uwk-z6Z$&K)LexTm^uOB{x7s%RX2mZuy+9NT%@O5MA
zAbvxt&@MK%=R8JsIguvNZy@6aNuO@#hhjjmf^7!I=h)zT#sHDWEgPR4e-8#enEN&S
zUZePP%ypVpzUrFgu4FXrKT=5a^xZ|37U}C<3d0L+#j{kQ1t|2~QR!sy>NOQ@9;Hgv
zbp=Z`lywcE+IpI25c4lKp($~<TTx2VLF(!RkD703@PM4)3|jMZVR`L0O`_Q2s{B9r
z$<Kcc-ayc`Wxb_^q`RW(3RO;;>Sk1y+FH7)6rdy2r(0$Z%oqEk&c0T>hkW#|o3y(<
zS0;-dn<`Q(X)5=TM~NDFX_YE!XQ3)pEm)F?a!FDbB5*{qvn4@uSCn=q${4^Y<>5G_
ziIecuEk>TALn@+?GZ((J8EPO-kY*`U07`_(ZoS>`Qk45Cxjmp`^4j7-f(5_>773mA
z>~1eHB#6Dth#yWk-@=cJ`e($xU2j%yom6$S?wVa%k+NSDHHjTSDgkv&x`npuPNfP+
z4glb8%3oh;=3Yo~ms@oTCKTGzq{xy)f?$}o6=}3V@g^;V;y4~5SB7GgtE8@=p1Nw8
z3jq1K(u)zkf>5NZ>mg`TlQ9J=K`2sGeF;TfONi4*tfQQn^z{<aI!wgB(n5eBl#mKY
zc2FP`snS4DA}eG>XCgrz?nox{+dZcDRA;1~krNYX1dB*9wAc*AqiaB5laPFN&L?>T
zYi8HDU>jVClV}oBaxn(c5pZDIc;d~$8XYu!BX{G+-x;*IU;?Cpcr&mBOzm^*CvnA-
z#HmC4*^2^hY&&)$_RqIs_($*?;@`(AoobKaS0+|-bNszeMOCb(lD|iwZ%=1XT|-nV
zb^T{i(^@L2a+atx+fJ>*7<Fa7gsDQ0#lL``7XAg)=+u7|`7*PVALb@&YIIap*J$<V
z)ELuTVXD<O_K&G*EG1OStEcr_dB)rU_S6y3w5;sKML3`4Jp7-OSoxnhFV8b?IhVW^
z+n-6>>fOM+Y<($){I}7bk)ia9Zwx=>bpHS?-Sd8UpOSgcKHg{Yujbp${!{ASIN1U~
zxr1>L_?zI|7_h<O3J{X09Ux#qCwP!{2613N3900zNkB5U7M9y>0GAzGge53#2_0@N
zYbi=XQld!!T%I}K+E4rB{3-YYr+i<h<+`mmK<6H2r{wNh*0p*{`Xtp=)@cswr%|9{
zp^9@|M6DgMQAb}+`l()BMLUc*`WtW#$ADm%hSFmAb_<6gCaV*xkw+nOmL<qa=P9?Q
z%psDLq$z6MN|aKS320jPQg*o3J%!*DhOZN<l}?kqBuOhz$|~li3Ya8P$|?$-HAzB<
zN`8t!E10AqDp2#w?OV^Sb4NY3%hV2~%{!D@c9qp2${f||OKYu(G5!pOn5VEkE~Vh2
zpcB*b)Wl*0M{AGA89v9RFU3dScB$uTYF%;X>Kt*`o^?fTI`fJvamA@bm8ok|l%<#@
zMoE%S6hWMr9q+b#Oq_sbK_`#Y4U^g0O_SNoBWI}2^qex05>+*~O+`YArqxuaU5!Od
z$+L=F?(c*GLPU8h8pS7LSgmd;JOs?Eo@N9)iBf<{B*_HkB}qahgJ<1xB3R6Jz>D4w
zX~s635)RMFyxpwwKQK`97Kcz-tfE}0wG-%7Qz(G_B}zq{VdMgZi*%5O5e^|GI=Cj&
zCSaTx0PhoN2Ycj6kV*dlIR0RFIPg1*;F;r^tE8r{rKqB;kt(K=s!Ymynt8|zl{!q+
zluVZ~2Fgm(NF$xE8woS#Q_Yo8B4XuFlQ9!zO_rjS%b0})A!tyzDIgGg?D5=w*F1@(
z{88jBC+!)@3$3ZBrW9INJ?My9D;v@WpxrR6aV(?OVai&i(9%8Bg3FY(4c54}Qk8Xi
zngF!#w8Ro%;Oqq3#qmCw{1NzvLCV^$smi?8e(~`C0G_Dc(K(`-O#1$UDyga|S=1O4
zEiHoiOU^cxtM2Mj(%Ri=uAi1Z(!T;K{sr^m^qOa%)Ok-?U}}7^s{qkJF26X~Np_Lt
zI8~?ADKgsYD0)&Broc<Ay2GRAQqr6~fJ<J;V(ZvS>9ZzM6i%<$+PT21<ybOQgHwdA
zX-?{^ut}@j-BQfS*nHY);0@J*->asl9HLIp$U;$23MsMK64-gF;t!gwN?erF*QGno
z5)z7(O_oU;raI5rXYHHJ{{R9?Ia8S%s^))(PrjE^LZ=k1OPAbRsQbg(GtRlvX<TT$
zwdw0gZBK^Q%9)paUwpY2;s+^wMbKzDlauw@9dk;rr)r^>X(}39tcO}{-$JgOEW1ro
z(p_yXu<}r}D9jK?ACk1%*7I;p;t1{UCT##7Hr`q1j&tPa9eb2{x0$(7=it8o04?jf
zriSa~3T<iiozm*5Ty!CAp=b^$gefUfLP!UWljR%8ZVk4T3dOLRiFgJ#F=cg=Q%+}5
zVg*4jGNPRmB^gyAoYYDWG?HgaTF985e`a?2w*!<Yt0k`yp+E_clQ1HEFc0))Oet7g
ztpv4}Lk-0wI#26e=UHu~xcjJOv;tJ)t4nA~K$2Fal%)Vj5~Biha8JRXYfU@h_dfEa
zbxx7Ye7{}Je2}NAkw-zQ(N*dVQwJGuQKGJ5o#!57)gFPSZS*6qr_c=p>q+pxQ|I4_
z-0t%<8qYfO*EdwuI+0IFsq-ekuRinX05*nLtgNbWZv><vpoFQz0knb)ao@Qo?4$Ol
z)9bX}WYWGG>a>*UdX;adQr3BQOmd=()DZP8c8#cObh@INSEiu-8?+(z6cV+x%b~T7
zm9t((==_}HxIWS29#SyeCbo{L6%^8!E}IUORD>xhsiiZk@fm8Ul~W;eDdwVFl#+?0
z6Lvh_E4Gt%pAW9XD7Ip%vPDFNOPaK*WlH3zhm$+a)6%F*T&bx{*=kh6#Q?Rg3vWI_
z1dN-K0l@P&@xVwQEJiOfCIshek~<hT-@0pjpQe4_(d&9vqsjX6=hdaJq<>F7p!AgD
z!!=E!nfi5?fM%hdgum7MH7KSBJ=J*|Thmgfno2bW6LPvjwK{|VrFA;O)7A*-B>F|*
z0TN`8J)KWePgf#UO)U9UH1m)qN}nQPCd!zF2TGAK1xZp!$bv**X|krtn5k2xu2k7%
zrE=yaNLo}G!jPs?OXx;g-uiJd^}v|HwW4n%pJ=?t3u%d)2n5<s<=Y3^0pL<pf>5E-
zq{vWOVM#bCAcAB^Nd_X|i&+Cby8>d+PA9M+<l-j$eWT{wJ6-v3wnL_zVnD^C^T|72
z^Et8e8xsUX_XoVj{{Vo!{-HA&%uYL#adKebPWC;oFv%H$U_?c~8^=_@Gwx%AJ->(D
z3|n9Un;S-C=44vf#lVmWzHb*7HnE$G#!aT<CPY4yk2p8(1)^d`2MitNJOE5ciN3&-
zZuabWK=Hq~UKjR6h71esK5vhFSR`D6VDP5KZ80{OA_d^vdvCvPKAHO`eUttveX{;3
zz3_+O3;d}~&6ND7t#f%-IO|X7T3ec4g!Y|HRLeDV+IFV<x`VIkl&GhtZj_}+FFyO!
z^vpi;JBQlu^k)5}zQp{8%KrcmzBRk><Y=7R&1&ThGMALOvZq|to7D!BS*#)2x;L~<
zHK9P|Ed@|bMLkVYnt2ViQqv!Jrc>Q^qic3%lO3knnw)PAk+c<wLg{dcl?hFB^h`|E
z%T&21=_n}@W~dRO4=33#5}=n?E`nuTlvd3NGU<xIoUovxl9aW<2~o+cTt}YW{o>Ga
zZzB2I<pu!u;!-3MMdIY1{{UFt-cG=RHrm}<TWJb$#U7M4+6tDUF9}LzN{|e1Fh(S8
ztn#s?Wi?#GT-J?FZiWdDSG)jO32K-bNhJ^p$v3({w;hT%ybb%bv%im6jZPF)5);%^
zVJQ+xB*X-ONhV?vG4jQP?KGUJR<;Fhtx(p9L1XJykRNp?r~FMIA;l6FBdjEt5Dyj8
z%vxTK6pmig6YHdqHC<1pqO6HY^%-OjMVaa90AP{|X2(~p)GKuti}lq{RJ%XE>eQ$Z
zEQFtx06_Ut5|qG^!Y_{<{kM&!8pea86Z)S{I*n3C%c<(=1qf6qb<@!#1SSfg7YJX<
z2?luAwH;$p)t&Y0>Yb=EN?R})Y)Xg?G>{O1B!LMABq>IC#plkz#CVK?1;#eoXNei@
z=FlX-*n)Ez-?<<JO!W11BR>ufP{f!xwAdS)08Aak5<DA$ZVssc3l7&49iV`B?lFOg
zo6m4b5Mm78Wa9?W+{EyEiM8YUr?%jW9{>P@1AO)NU+>N)4gdgqle9<>M8)<Z(T*cw
z7m#4Y1G(-%0&O3_nc-O4!0!gaGdS3hZ(?8`0AR;!?nn`FfIx`;7q|#pEcMjz)V=lh
zYZ8zoT%P8{*a8G^h!&jAIA+s%`~+Ow=g!@)Vt9e<HYQFk4YLswHiXH|;IM5nPkh_*
zK1}%l?Fct-cf-eYJ@X*oP9$dM-Uc_kM+{qYvG%#%0Kescc!@uWJHUW3d5@a?w-W|J
zCvA@NbL2)0+B$vrgkK)d9kDLcBG^t3Ndo5+5r8B4+2FjUZ~WMUyv>QU`34Q|#BTz7
z4d6ukkYqqMInLZO20t83+>M4W=1%+Ygg)J;B0GT)ENui#$BCW+^@z3%#9w}^9>iim
zi>t`k{vb?REf~1GXUGZsNr5xCj`JIz{yIoR_Ion7wk0wmBtSEJ_=9b??<U|7j9w?b
zq)r5aU>je~Or8-|NswYYdyJUs1F$CdyzpFtFXtBo2#b&byu|N=1B6&$$btD28JxkB
zKjjZ;97`v7$75-@p8iO;`8-D#8ISU&(0iO_Ja)VU`Ls?X9sanH7>PS@iQm%Py`6aH
zXt<}VsiaX|EAFsJ>0hL^HWraGm8CEigDMI_!jeHLGAwh4m_=91tZCF*kSXc=%3Bmw
z<L4zkHB^BCVKQJk(}7^YBwXuc#Nd+xBK}E<Cf+S;aAsr+=HlK-Bt^f5aR_kt=ilMu
zV>B8)VM(CW{^sJ$noU^&l(z*$#d~FJtr60c1-6xvs89*&T5RfcT~3Vw_h{Ywx`$dS
zTTiUPNCW5fTkA_?q=Hc4Ld5*YNd_@f-aC^%F@P<6ei6mhC4FrXno5_c;bCe@99O2L
zAf%+Y(&e>~LR65n7$7J?NFfZ)p}l!{@5sfhkrChCJ6mhq;>Q^!-oRe@v78J{-ap9$
z6E+-dM_AMAud8Vd7fB&ix?+_@Q*rytWc5-!uu~yLv{=D2nrYIgYgCl!nwu$F%G4=!
z5-A))Lb_US*FUg%_Y!)#5e>FN(p)gwo<q6y?hl)C8tCzXu#hhi9fsoA0FAGC-bV~r
zTN7yUG6)9Sc>rgNy4^OvPa(S6N2%t?QqlV*&E>aJOKY%@TUzWhXyV4l9sP(0XqlYu
zVEGqA<F8T2)x*^i$8Ei)Y$V#}H;l&I69aw4y@1-?q=-52N;ABlF>FYl(cD->#6Tp8
zGm;I!zqv8IZ!>|h2z}XK-NpT}AZ`qeuk2=Hd9}#D(s%^kBR9R{b0$O(E)0nxGdx6J
z0KoqMfxZln9wZ4n+{pxB3|}Xxn~`!NaS>!f9^;j`TpNoQ8L>XriCX5w%;XU_w1bZw
z$8*3vyV~MyzqpbPZxI8CPko~~xbb7#we2K8b23cc_sxa`5O4K1um;>B<(ad48(tl6
z&xEGi?}4@;orU{mB4Psu2);5m!P-9nPn!cgLjJ)189nx!0$>tzo+Kbl#N#Ad^R$0n
z#?T5KoGruffLy@GiOf#^-NcdL!_4Gd5BL_i0C$otb38`l#7q!&@<t;jVg$*EJUbD*
zj1WY3w}Tb{+!8<sghsy});d2>Y~tOvW__?HCUa;p0NBXzNdnM{ZhmCvbAPX%HjM+6
z^*woEXh+>>hws+ZB!oukVGtDhh=?eb(fsA4kPk{v!)*v9A#Z96SV#+4aS01h04ZG|
zk`vTqz$6KYJRlz3nKNmV=-&LT7_W|m{{VfSb`oRtt2vk-;1rvPF@Ku&namD3F}=lw
zqWBpm2m<E!n3=a7U*n~|EpxTU{xoR8Km6~bA5G7j_7lm7%tqbqVsDT{6O5Y~zZxX}
z0Fjf!aThmlqL;VD?auL#{H|Ndzm)ENP`1<lB*b&d`U8Jh5iY1Bxwgh97B<1Xj9O+#
z2*HDH#^4LyF%UM1_TPmtcF$~_0AK?o&fD$`aItf9kbejUM`0s!C%B)dj~?3{Y|)P_
z4uS2=<;+}mo*Iaj@MOWh`LqyrgOL`S0t_BtZIfst9@g9tE^&zYk$*e+kCtW);$Tc)
zf=#~|GG>3Y`)6=T;&}0|j&W}8{F_ZX{AGA#gEQQ0Oi3c<;vmR_-XOu?nVgG*;1SiC
zwjf^k1fCJt1LSv`;`X@OMWkGSRQ~{9foM1wCvZ&Q*Z_FF9rf3TzmF(q_x5*X%Hi52
zGdB@@=kSAX#BTsd;4vn9<_RJ}v}B72u@{Tyh|VoL00BNpycs^=L4&s$dTj?+tND>c
z>unT;m+HD{7zirq^?h1}HiDFpdX$2qAdHwH!u_1vfIK_&;|7<`{LRJ7FycA$j7*Uk
z*!L#VZ?<vR%w}^MKD(&sRRQ`3x>BM8tSptV`e*lDXb==YBqeE3buvm;kVrQltF&4;
zR-vm3w<1k0jDY+}Av0Z28>aa{>R3Q>0-zg^QnkuTZlR><6turL$x~JT07zD)NhBp`
zapa+vltB5AhDr<&K2ol>xwc-m9?bMNh4?=n*3r&GH_&FrJ6@Mxr}LJQO=SXuWol*C
zUP<W=p$R^%GsC4&3ZV`UO~eqSf?`gUsr)^rp%qo)wyDiNnJakGGfJ21lmPz#7TU{+
zZE#GN6omAk6{#xy?m6X7x2sjJ)PGT`Qp&wRQsSCzE?O3b+9+)+vSgtG!?#G|qH^EF
z5|p<?u9Bhqjp`{$Qh@$wt3qIq1&infQ3b@4)aMn!U{7gx()qUybSF4_EazP{4ED9#
ziE$b*)iml~mV-*CbxHMG`^KnEV%$QCx)y1H3^Ma+`AXX*3s+M56DUhobz0V?R-aA!
zw>>XRG#Y9dWVWB(LfK>?E(HAKdWl-DqHd*ib?#u~y+2!T^@fn;Jv~#vJPTzej<G6F
zP*L>ZEx6^BA8JseKB87t)}Aq2Ls_Oix?1KOrhUAjVk8VL3LQyt1`kTmR+D%pI1}7k
zQ_AO`64%TOqV{mtTYEi&vMoWr_%e4U4h$am@qEDGkWJ>&V0)_HoPZ4Ny@3PGz>I;u
z#x1n>j2PlGBWSTOXLzv}lan3dGa7t!iPfFPx;XY6zWc~eax!Ocp^<Zs?SsLYGdMA^
z#`*AX8_b)lgP8ZQov{SSJ;rU{f(7nKJ^qns5$1p9i=MqLrHgX6K750;h=_<5gM$JA
zz2t%|d-mWF<_w!+Bz-&$rYrz408IB1B4l_VlNOo$B1M67{g&AIzV@8O$tQ#x!QdL~
zEpCund*A}7m@3G|Bv^|OA_?J>0~s)4``IGqeZ|NY19+cu1lSmXeA+XEefU2)i2!2J
z9r|W%_~7t{eDdRVAib;(eQls<EO100aWgZtZQz5L5_o?%a7nyRi^T0CGi%N+zM|2*
zOz&foOpnSl!UhemvBc-e7MR${^L`#O>ErP*^|7}r0h#O6zOgwr6ZG2N4F3SjK4Wh3
zW<MyA7`gWtCLr*(-)RQ<AV7$M2!V(*fqoSDiHVX7kPKe~A3{Zl${jCmyfuA&d}3hS
z!Q7KQ$<Of@>^90b5H>yLdxCE^*yA0?2$8Y9?It_lv`madWJQ8)GIp@BIk*R7J4wfD
zAbNW~{U0uTp#Iq@0xkw;a7ZLXosQfFA~Ts2GC;hX;9IdEz&sL8@$G+eZo_Fej}oWF
zqVh+Q2i8fR=OQD72R%BroPPeV4n|MVVmsSnZ!$#0UpzgBX(j}cNgGFrgNeAwn4RS0
z34>wY@M3ZX``m%U-6Hek#!Q`r#&#gzV+eTbk+a)YJ(m#XMTEq7HY00V(l47FSOnf}
zAom9s86LuN0X>fpJw36Vgxh<8U}pD>;PA@5pp4={Bp&9{ZSH&&J$VC{5uLbtyCPG3
z*qrQeLUT9G<JgWA-o*LZ_c%7%FE$Y(FB1ZH>}}lb5de?J7Cad-BGPw}8|Fp;y~W^>
zggwVyaxdO{;zr-c8zhgYzA^wefrK^@h>6Jnm?8{X@&5qDOmL<EkHSV`LBR1g0>*PZ
z0(OC%_R03dN4#7U!W=qho8`xi`1OWNdjfWi?tO@mFLG_*k~1Uei;anZHWN6TURDX(
z1?JN-MkIE$MBBkqV#Lf|EgOiBbKd46L<CXe@YAG9bGa5d1dhjGPC=PCjksG{bKn!)
z3tsVIJ9`8(i2~8y(Y37rn7zc4W5bY0APm?Oo&AT8Ih*i^ICvRY-#;Br@fP363MMUy
zxQGN>zXXy@*zPegCObr0{pL&o!ibz(V+8MQzOm*mBY+sa;N<3VN3pe}*!~<L<6d1`
zr`}=6K5k5XdSWbh?J{RF3k5&ff_wcZ7VZtEOilz60UJRk=RP8Di^a$XfY=$a80jMb
zPv`U|WC^zjW$ts+#=LVTFDUElH1~tlRSwd+EEL+*nf>7lOpvg8hyiIL5ANKKHpJ^%
zKD+}w!A_bg)qJSds9OjsB-`(F;(F72ts(>;+_B?E7LobxMoBjQ00IP&c;fPkg11m`
zGet`EQ-sG$NK%4#C2D}$L<^OzA|Oo12oD{5UAy(a813H%(MQNX8U7IS*1cBa+?C4T
z6L}Arwe4$0Va-OOk3-P;pGnnqN~W~-R4N~=r=elzY3W-~Q}4EhQnaaQQ2kkbvcF6J
z0N6v~*V%95{{X_CLHMJuYaHeA2jK@ha=$K8Kk%!ZQA1O#>vXz?i$$hXRdW|F(&^fJ
z)oprui+ZZogy{5jl-1OAtaB9@pr!nl^5-h+I#Z~vt<;gF)1ZYvOqUYps)UrvUstFp
zQ6vQQbvjcUi=4vsenxLn3ynQhOF#HpDN^GJR1qqFp-lA-nDtX2b$<T<%ug8KZ9JE3
z?%iWMIgVpB7__Rrn4Bl!^5`llB-2b-s;8@JxpfpZOPYf=mQX2|HcO*<F6wc?;+sE1
zi`3Co)UKg3C=?YXGFL4KC(a^kOiJX;Dh`C$DK>Gd$1BqLZ&}sARUI3?f{Yr6idkR+
z0g$DU>Hr8Iu}aP70D-zQ$$B=F(qHCXU8Jiir>A)=w%~*Eg*by!_>iDOO*U){m{2wO
zt6Ju|buDzE3~5TAO1Do+Dg%xD*KzrDvTSaE*UFH3zG8vOTybwLOLc2?#S&DdtgT8Q
z2_<Be5@WtEAPzD_bH9&{`2A-7jla^r_9FW*{f_<|d>;6V%=*VJbC)dZT>h;`OwfKG
zb5^ijq}KV{TIL-uR@8M(K8m7`P^hS&)!C&&lT>RdX=o|vs#s*xHmAHE{UkqVZd3b7
zeX)Kvd{+2nthuRtHs<YHme<Qw2+;KoR~6K{FC+5TE<amUqv~NAlXW#!x=l;<4%arq
z>t1!*<3&VjKI+%P0tu3Hw2=`YWMTl^%;O}O&F+8QurVU{o7;Xd&d&KT+3lIy{CjP1
z`ixp;Ewn=s71C;|X{Jz1^qwOl6sa`QWl>3;EQ*?R2}Wg1?b$_0R{Dxoo(_uuqM*d9
zF-a?^H5H<NokYc<Qd8&WqI&$=Qz<G-OhDb<TA3t^<`^+Ei(_zm+j#(Qw5Nh+xrsNy
z6DAA@HooV^3?ve5eeLAO(<i{%4V>ini$+L*0hyC+zylMv85%ji9?t=}>kfYif-(RE
znJPHM03=D9k^l@~7>nj-Xc6x-9{nK40i4D_9xo#IgMe=aW+#M9Y$GJv;DSu=yc}n6
zI75d{zP}G1;(mpnw-?##>|3n;qU!!WYn7S>H^dDW;i@@WuS(?IZ<=*lnx0nFInVW`
zp2b#-)8|X2b)I9QtE*<Umg%)OXekz&#vap=PguWAFWZak_x91&zRuNu0JX}^exKp~
zjqxe2YOB>bGh5|tQktilwGK-<UY`A4veh}&X;^2MD{ARjqGif`HOkths;%d>Cn@Os
zJhV*4*}=&MVAv8#j9akbUJb?V8O(zdV_<C-InNl^{z~?5{!xGBJI~_ZIJY-E&&sL2
z7rW?RL4TWkkL3^YFQ)$hEB^pE`hQdMQNjG*q4eLUx9UDx+q=GTA17~;{FCZ=t@}#9
z`CqQ*FQXGliT?nNv*HLF$uKP!Lff0#@;eeXfwWlMlLkpdliZ7l0u8~vjt=JlSeyK)
z+*>vln1O)+<PmWffHNnIl^o|r=j!)+q1fgpBE}#Yf+qLru{Vr?JWBrRxtNKYNVq$M
zfHDrmz->0;?zYQFQ?ESYT0#(#rMTmSB@Lkf5>%zAB_TgDi5tM<(_et!WgR0zp`qrl
zi4<*Wyu(m|QBBL0NM@r-(wbO8*)`1+tu>m8Q!872W|5A+Orh1KO5>vK@02Z{@_B_P
z5yqyjWa@=3ULA(hZmPEsoh>0tOr)tvOt~_*k>~1W5h_ml5=y2_mo0sVXEtXO+G@i~
zK!l|df>l*lImJCRwH5_xNOdi2uQw?pePt>j1SLvOk($@U9(wp;&e}$~%39W^pjI`d
zu~O1f58Ud~<wbihDe5YuIZIZ{%&0V7Q!WmqC!uM2oh84t{u=&}T@m&fr}&}D^}1fL
zfYVCm4oeNHj<7{LN`9|L)GCwrcanhft5~hBY4S*I6evm>bBX?t%C28?<J~5opdx{!
z=p2EdX!^B2oQB$JpH)V!%r)z$b(WiHwqI{g)HL*|4TS`^=}8JIN`4jxxEWE~+sx04
zz>*0(bXm9t%=uHmu)U$jFfWl+Vw5tf<*HQUD-flXJnzets<~;DYGjn1^rE6t<dCy5
zGLWS??NYHUS7Ym{u*wWW&&s5psVhp*7fm^G_fn;a3R1+Wju@&^(y&q!=M)1Udi2k>
z&)NE=EjH)G21Bj}$4zG}^KApDQj&y_>#NY5(})XDNpw~;2}+gdhKFAtL2{qO{z>NQ
zR_i%yne<I&onbJoJ5Z&mQdG3{1TD7RQjo5gQA)xT5<!3zIQ+_9;NC#?IJi6aIJt>3
z2$0<DF%yaZ0DO7IAaT&KALQq=bI?W^j$+g^33V#6RURQPpqC<E7*l8e0Hh}O4omiG
zUn&@^vekHf6-rnDBrbh2-o?tMDy_-O>Ws@}AGwdPuiM}3(e^p4__wQkd-#D*%6e}z
z==`kKi|A>!`o&hGsAzTi*WPsMWNGcX+A5I7u9wwJ`r2{CB|ebq32onse@nONoBKNa
zaMV5ztL(E`seDCumo#p0Z<uR&hey`=R)a>X)@yW?X|1<KscAHoI+LnKjN_GmcCS+*
zipn)5RFxEuvtRi>n+TZ9PT*QceB9W{7RL&}12cQv&gLU|8I7+Z!;Q8B{Fyc@4aMZ+
zn6-W<j@C*g>DT6HaJj(Kns6r5NfWBh>Q4CG!~iQu-wKvhEcARw7F|}<uWP8$I}XIu
zkc95fmr*KM7<j`@>Sj|S=9%5{n4+-3l0CTn8~*^Lg&zn0(Av+%{{XaaFKV9^IbTcV
zI?Xeec~6$~ZddBjxrbCJa)VZ)XIp-bnWIXrIcPeI)m0j`Dr+4yt97tx`1@=0s(zGz
zfq!m4gr5(77yKRgd+|GylgS?to92^U&pLl6=@d`sZStO>q<*fY()nYV`IuAHCsMCL
zWeKVj%}{CRa5$%{l}SVS$M{r!ZGU4LUQQtDQmG@fKprE<UinGs8`>@{X|?lwceF?+
zGSPV?*ktVn54G|zrBULzIueQrRCCu$hf4DvdQ_$QK2GgArUcEHr7VY-wV9K5*2Huy
zYK0i4KQA4xpIK9hQ_DoTbEef!Slu$zK9UwlKSp%KwUf9)ScIjeX~+WbJCl5YbD8cx
zoxulv_8vRI8)6~>v9}SN?qFUd1NiM?2l1XC`_066wWO0B#Lglum1F7d&idP5j&Sq2
z$&x_rZ>(Y<Oo11ZCT}CLFmC`vTp5V4uosx&O|6q*n1Bc$L$_cpk-;!bMUR7fZZlyR
zIS@ES_QRckj{g9?+WVV#_P!&I+su5~p?p>N6J7A%onK{+ZREtOQuuSP)q1L1;j)+N
zG+N5Hi>aqYMJ+g>Y4TEnz@%g_U11AX5Hc)5F$N;`^SHIQ%o*dW@+ZM>h(8dPh3I-C
ztm(=>HnFMoQEABr47BU1E>xH%6H42;5>lR`I)>R&Z0zhlmbYke85lY+dis1$gB6=o
zCYEI#WjQP*Oq_RSrlv}!($vzj{#8#pWT2h$g(sW9XX29TrpdzTW>+e<o@FIP8YM1r
zXULk@T4mh^Qo<)noa4<+LR95D$yc4qNo{LFfeK2Lg-9Y436XFOi2igKiNWHdX>rA&
zrqEnk)B;;<DN9<F2}(i}Dk>y|fB+`I0%URR-y{By4~Ml+FIVTcE4hNQv<E6FXlv^9
zT@4QqvbR`rk!@;q4ykD$v_tK(SLzq3N}NL3`n%!p*&pBs!);NGbC$jx=}Fcpij6IP
zr%|hGuF@=}Y4vG;U+P-0r>N<1#{G6mTn#NvAwjaFoDq+ID6NOWW>r(+(s5jNe4X^j
zn@vwDmV$i5hDcQUsj}*&ODfHOAecb9P_WOEF#iB1*zH;*&8l4{9*Kb_WVw?UI-*ie
z=|7W_g-KeO*nFWbK;9|4a4)d;*`H4MdC1ytKJx~Qh4a@pQ6jNbT8k-C^i37#1N2ln
zdn*Uga;})u*VRAM)TaY%spd;6Wj=*BNXk+Yrqbal9ZGd6RHzVtbzMnFl^Y0{5>!R*
zl7Nr^0U!Vp0EDCghynn(7>KyH?@K+iVE|jOwCxk@BKGli)NM8=wV2(0If>0$>MLii
zVrB2CNT!ffe8nW4@2eu7SWLNT0U(6$C>5znIlBtN>9Cp_dKyF}GNd6XD&0s_)qpqV
z%wX!7F>bXI<<!E!2+;Z0;m0X+=9c!A%vwb?Qwu`FE{4+GRU?Z@0-}-h1iMW76jHGD
zI+}Qv(vMf7QOA(K7&!-={sHq~(;cpVRpp&Pxly22R&~17O(Iqb>0JtsLbjGd9P|{1
z+)9Jtv?*>h*S9&5Y<Hc>8{A`IB0Y!A{{U(ahcy2H5Iz-asA`|o)-)Cz*EE-qgela$
zLfV~noGYbIDK$(b%6^7SmAI7#+<*pA@+0Lt64<?_pu+0wCQR9kX0A;YeI(_na%iU1
ztV)xKQw0;|7ba@bYJAuUpHIFfB}+t=%j#QsvUIra6;W3vLQ{)S$(cTyauNi|=#-GP
z(#;?bI+=(BN#4A<yQL&0OG><%M>2A^GJw}GP$G(_391StCj^mD%24tE2}~i>DX}0G
zbb?KlcOWVBeeaj+*srBjsSUXD3V<Y#5m3-mE<h+hKcu5FsV4l=ZQeGYrM%`O4?D&E
z2C1m&YwMt_dYMF$pwhu@SO6`u3u^$SKfZ$lB#9h;lSh`d@!<8!?Gdb?tJB^z^_1^Y
zx-HW33Ic_d)RhTJ(*zErk|c}Zac7waBG(op5e6{?$%v3(@zW@NAT?0W-1&=6ZmpG$
zg+9w|kqYWbQt6x_G7zEjwzLrhr7}d^FO>OnTy0exy{U#CT&&V9#I3XvLW&g1;;EPh
zI=Y-d2^}H?lr7_zzv0R`S5dhj&7wxoHUuB2BkBzCDYi(yaUh&ToXkk>L=q1hEng>d
z4I{{B^>dXSWF@z0q2`Q*Pf~~Yq<}154P8-{4lj;@r0Bpan6&_^kR>`snxwk?kf;y8
zJq-g1lk&uX7DRA^dcN<3eZBfH{?>ez_A&cPx$%piIY*oM*Gyl-&S~Wu4JVRLn5|vC
zTVJWso~EpMty-prk?lDR>D3gqL+@=q%Bq>FZ7+r#rg!e|(wF*4ehPiKeh>UJ<eeXp
zz9MoKy~*DYDmlKbJi}MZ53=P0yuGMt0+EKaiv3ciqOs>InOcL*Y3x!ZrKvB}seK6W
zx&CZ&nWa)_G*tR6Ir&uUU$(Dw4uBNpO2<$?E&4^L_l8cQ<BmGA<BMC4D3Z0fr7cP}
zx|FFZFaY_9fJwx0(JTC%Y_=t~SbpABQq?PH@VQc?(o~|lrd)(elP;!O5~@V3Nm$*g
zo4vfBq)2xT4-+>7!{_31afy=FYpK$d%UGJQgoLGO0Luq-+G4X8aPheR0ChC_b8Bap
zG{&_4pi-*(f+}?tf)tW{MS_N|s|1As0yAw=qNbv))xT2vl@Bb++;v52KQSlfRG0-s
z^nd^p7Pk}xVBYWuk}Y*?F@3fc%&8J0z`|ew7QQDFnUid7$9s-gYoBZI(0IH^ei$+d
z9weLhGhyJ~=g`;;_kw#H8`?zX+eCM;`k63o0yZ63krI5DGmi0m&8`3di;1v<^)iKr
zAq*-e*AWtSu^atHCT$i3n;RTNgK6{LWS#fEA!E!$b{R1uP5edYw+=xVH?SgNMTdhR
zz!N4jdEo(O4B8C1b@9^h_kwc=0@pJ+n?Vz{@L<1x1W1)^CSZ&X(>B`l{<w_qZ^GYC
z1BOiIZm(!06N3{Y1X?%DBKG?}9v`DhV%N8QqcL(ewYSdzlQ%geK_0~IKJq+o5jHmh
z)|}4P%wWujkUpR}Ck8BS^tlAUHXhTF2!p-a{CIch*6)cEYeq)#dGUcVV4Prxv3uTP
zO^x$>7#5ShciBYD02Q~s(l;V5Nd_(jgd<>kk8AB00L}mx>^MWmv+?cBMCW1o&c+B5
zAmjiD?g%hA1kO8);AD1-*jSuI#}F61coR1!(cDBxpU;ORLA|lGi(lM}9EdTngkK&n
zXn39NdBl5+nX!$*B#8t(3j$;uoLb=GAPuh|iMJ4#%;ar0gJ~iRh_JkNgATwzJ&4%%
zC%)v{xQQo(JQ#5ik-jE;o6V#d78wvs07fuD@(7V~Cght$$?ThOk9^z%19EK=4g36{
zZe}2W%$r}Zn~{v*<Qs_t5I{q>$B!8_yZ1X<M8pY+5&c5qK;ccUX8Vr#lRc*<-}?yR
zUc!IM2P5(#V|zw1nRo*8V>bZI<iz&|2VvUCM5nce-e+<$21xA$#em?j!L_a?U`@;q
zHwMDPejsNgcn0tQG5+nm+|LVRZOmlb@{0?YlZ*qx9zEXP=$Nq+v4Ub|Ze-_q*bC-3
zCJbPHFmO!Bw2}4fctYgI(A=BJ^YtV8=YniWHZywxi{8g!0AvU!Foa8KjE|%n@0sjl
zd=qj=@+}0O=gfAJFJL5*5gYIFp7s|rn1i_Q79<d7hiNgmz?hF90h{|wiIKu5cQM#K
ze(fRRZf-^}2{;+^A|TjX90ZU_{7j3Po6lfzDLzb33Qpinpct9h#=vhI_P+(qiNKP4
zc>-r^_C4>y9M3Us$FuRZuaJzb9<`{@sXmQLl!PRpGg5}?S@epMrM4NUO4~zgC`YK2
zB_&}g>iyIae4R%{tt4t%S)^LX{{RcpR+duO0Wbvvfov%;D_ILl$s{C!(3ER{%xp1}
zV|d#*jf6}I900_LF^<_b2G+!!9FQ_f5977G4lFf|jm-(Vl9g!MjV`7fQS|A_RV8vD
zDM!?&d?f%SAcEj<p=&8ZWll7eVXA2AsT}m`>D{JX;5^#UR1#p6l_UiwPE*tkh$h5a
z0&O?8*4hBbi5>;xd-0p3<}Fr{9*L+;T`WqeE89(NF-aXN9Tgo#0>k`LkaxM^4`rFV
zEv|fnHw@zqf5eH&lZ~=L9e@@&94L*4PiulfiwPhMounHXA_m0mPcPTOT^ss6O4I>z
zk!GfYr9}ZwDw)Ln;ROIFrIuVF#dM^pu%hB3d3K@y0Gmmwq}9;@VKk0(RiqTiF3~^f
zyp<$^o`eS^f<%lV?FGG^23^`lz6s3CZ+VP~KiMP#2XVx_MeYRdOxhrOV_-oy22V2e
zJD!{EI>Vrzrkz6Ba7Bm8u#ybe`4B8PrF?^HpBq|c*B65pzhZ&z`1|dn5pGc{WW}#O
z*tnbR;O)YUjGTQy5J1P^V;AhgN}(wPl0+mVsFFzeK*>?C00Lw{+m40H{DobpbX97F
zR1`<0NoN(0q~P?b%q3mclDH(Lun1QOck$ubr>|V&N}<#1H7C<eLrm>U%RM0tr{zdL
z&T(htLIfF7$`Szm?D5z%K0%<MY*y=zwN~><^;F3rG*sXTCDkaW*B}Wc&Xz<8LWj(9
zHG01;a%C^v>DxkI2?aECr7Ed)N}iW0o>3|UfDc=wsE_e&kU-;->zvi9>&q#qbI_ye
z1r$t`2B2L9(>-r2Zd@RBT`55T1X$>r{{X}qT1M4HpryKpQUX5qQWHqP0Dp*X#pNVN
zNj)tH1bUzp@y*XOYw9IR)@x-%sKbf^Ns|FEkR;e705AX?Ys3r1v1y5$W+aj(PWOv}
z6ADZZl%H;>`aqAviU}EbyZfRz;Qid2GB}Rjan}Ai+v3+d5uetLPk?m#FiC?m+Z+4w
z$)s547K{=IxsVLx_agBY>mMCY{r36b82<pqZ6Cu=qsg=zm<DFsW0FtOFn)$fksXAS
zi$UY%C;XJJ`m}%P5s>_@e>&b%f8G|_f5e!SI1^|F3Ah-7MTx%q#9nfEee-|^f%#bO
zarn;?LvA{-hFepMU6R@XTGmXTl_?TUiGU>UX`J&sv#6=C^=j!fmIx|Knw?51ilB8A
zC6m=qR~SN>OsPR2nLR&VgNB1Ud+pPye0l22!OVCi_-oh(J6d~Sh{fPY>^{6Ol_-Ry
z5~UE7go2`}AOHXal2mLjCIAy|HWf9?ls9&!vsrW!Lv*bg3L;XFIu`rgbqh&U!r5gK
z0EG}l(_X&wV53f>qte+ZQ%COYdbJKTv2;IGP+W1tGYbJKNF)LRmKP6?XM+rfKD_~F
z@cHKjKP_tSG#+-HG*qCDx}8PVsGDv=h*E>fL)|J$6he~ONfJefCP}5xXvEg)6&i!-
zJtm(_Y$1?ARP|TXk{oHsOcq%yg<qjSr8qb0YAToNR8%_qmL8+dxa#ahx|~r|U>nSz
z-4}`^+~8Ua#>U|9vD(*}JUn>p>jB*N_FpH~?%4}Q#5sfRhyIAu=(Na=m->GBTqJ^|
zipr#@r7Aliq>z7fz)wyls=l_kq}A2bRCJP39(8Ud6DAOaE1@Fi<wywvKm%(zi6bD+
z@FETEazuX!H{jg(8<2NC@GX(CjjV@%Q|-yE(=iMZP7KBVp!Ng+G5wM_4abAFFXH=q
z2tBw`WRYVTu(*wcl1+(#HnpRKE-!y!Z^O0ikpLTT@yG7*tT;WnS%zPL*EX~;MBYt+
z7csVWk_=qV2)uB0M#RO8+}m#A<~nT`#10gUPV;ezxSh-rGJk-AdjJ8v$@jcse4XYA
zByjQL#oz}f?bFyff$NQ<K<3RyL0Cgd6*MYTxkTyxp7N#_1hD3AfKW-78&!zwiF23v
z+JL0Pg|w1Tu9oYl99nLq1JtD609-AXLSTi$lgH0_ypK3BAMZ0K7Pl7^m6ck3Lv>Vd
zuATHKDGs)%Fd&qu3n>Z~T2u;FBq(&ADD3Tr3w|NFJ+wb`Y@EZ&I*x?3zMiVRJg!q#
z(hux`FqG6c1hPRf))ZP-%8;PHkZOM4+kBCG-!?t)bK1Foo@q5iqK8*YRJChQrXE-y
zbE}YGE2tFHtw6y;lG4c_I0};3vgSTPL*;e4CrfS_TIdv@mYnMOiKkgG(J>y1zhq?k
zYHcYAA~nv};xZoGxkHCReR*a0cgG^JCcv2Qas*yQ=JF)mf!~ED<2RG;V1t`(NSHAM
zl0o8cGV=~8hud3Dp+zfg#Fo~Aor)F#27C)f1VuZ*h_)j$d-j5D*zJ1>5PUMX0g)CK
zI{NYnxdPU}ARAw`tapg{vUrh$H!(LOCScmfGCZ4}^9i=|Y@Bw)7$lCsSl}KR$8an=
zY%jcd79>nfiYQ^LoS(b7?QLO$HUqgg2Qwn$J+UHh7bM=$N3=#{3rQz7xsD@$Ae+Fk
z?T>uP5+i&w^AUd7oSeswoP%I*bA%3lxAix#mAO0w-1Zi~YZGEKXdYr<+?&ti)A{e5
z?_qcl2MfvA-UY-&M2WGr^XBJ(8_kX*Xc+=#Hr{s4;REBma~?a3oRBS<xCDVV9^&z|
z&j=X5;~UPx*S!88&WQ^htp)%mV+Z&H(>IA2lNh+blY0YTWNc$_Pk9_6rJ1bS+r~yE
zVh@YJw|%xSFCh5gciL?u7bIOI+kbA|;z-Equr}K^z3t$THj}_@=HOcXK{)_-f+Pq$
zA@_E2x8K?=6C?~<IWuU88IgHANQuV^<VSwj5(&2ClNp`Gh!Miyq<J1}ceuzVBRD%A
z5Z`kUe~H|k&J2Nl$>9vV9z%)oo~9%xas+(Vf_A_I!JEadH{ihUd9{j2n@R1o?I+I>
zCU?n$7Lp8SV|>ZHp4=(8CO{pA_8Atp)JYhb;SD>F-KVd%)`=fE#l@y(Co*xo$hg@|
z;zZ4-77?))BRICea2p%rZrcb4^1R|M2N9czwAw8*BVc`?_L(;$ga$$Vem*@+Oc8$8
z5q|_3`W=b$Gs5%lyh#LNZe$(e_?eCov>xQetzjl++d%ES46*)c@9z>L>LT$ndt7jb
z-OI;q`G_wfK9L~A$DEUV-ov*9lO3!i+qThYh$cy}p21GTBEd6hwkPF_f_4LZa0}i$
zkOlt$APm}acC?O}MTQLH<^aIIfv_a^-~HhudyyT;+?&n&T4wV(;wHijW^Oy}5r75#
z%#a8?FF3p(re^R6w&oyO<Zy;vzl3z&M))!DhvI!Rm7fhh6#Pl}g-YJ5OQAbc$lQy~
zJljs*w_cR4hemPj154B!PN`UxB~-e4mYTYRs1})6Af0!cxgVWAAL_`^dH0k#qmnhn
z(NgLt(Ye1s)wyd`UY%Z*s*1fjezQqMSZJ!!g({k;GFYfeR9SIg5<gBqpnL68_H_6c
z_I3Ej%Rd?ZHT*94U#)6C87n!HO4B*lo9X#`Sk&}{d^_dTJy}ght5>x{RYo1q>gjaz
zrP2*fw^jADx`!*ODmi+MK5%}UPmA9SzBc`{D7oL^FT{>k_@BxO_&La$Q+nShYVB)U
zR-a!-sB=9<UW~fN3YbM>Lb<B?nr4)*yDL#kbpg7uQp;F}2l9usIFFSKYhkK(PJJE+
zhSStdrrJd&yUkUqOsX}ZDN^ZEMnvUQOiFhu3H*s-r8-AhrN*mg<Mmid@b${2kd>_!
zq)y$KQkg^~6EDquBDD)F{ZiMDAwdM&BF1|`lWUI>2+g7o3m`;`Nbm^|eeD(-cAhgj
zZ!c>)p-H2meN8L>0B#*mqfHTVA8@4#09=GAXXZ==bpUsIZbQ@b_LEi2TC+_cT}(8z
zvYCKXkGwj1+=URHmYGVdm{IBlIeI%TUOi;{c}Foy9Cb-;v@ORKV1xw~D2;+dl3)t}
z2_p~>8-AO~8s?x<r&tse>HwE&$V$ME=F<gw(<BetA+-G8zadeuxy@X&q9IK3{*;%W
zPsl3P*l7!c(n+XruCe66QRyKGGi45?fvD<y-L7hZNOrI8^zMJ{wIV|ekVr6G68nI{
zWiC3PV**zw4*opy;mh3{h|u{zmp*-4Q2k?8+;vh8l9FVAKIX|%#1en-ht!K;K`OJX
z_<`uQX|xSBiY5U07VAwVNsZg4VPAJaDF9t=jfH^Ynn>-q&PDCugA#6LH^%@b(K{XP
zH{9C><l7e(Me*Z|WUKXkM^tb-T~_Tvll!4XDQzT7^fZ8$P-LpfLTqDW#fMd_Biv`|
zL<x~-n6-$s48S97_OyvIMf}{_COC6D+TeD)gCos^&GyU`JRcp=nA0`wPfAjaB}ojc
z_vxMetuvurK!q~1(|)sbbg1X3<Bv-Iz<;Cv0Qp7rZ;BdMF8oB$z7lKS4m56D)!uJV
z<^4xpqSt@A4NFm^QoyCFp=O1OWKcL(pyRa;RJy}qk3_BH`E*Y5X7g+Tu(<~ZY?4K$
zeJA}Kzobu5{U02~@he`S_(`UGR!_vOJC!uL#w)qHvy<wyie6jP^$OaQ(N-~_a~m$J
zRbx?cf~t)<UvjCYqpJd;lvGhv^&PuAST<7^I}VgDYC<Uv5{ZU@AxjnXzbZ<OCR0QK
zq4`hwbr1glEcxBY<8gmT`Z}cHARIsme<ugbfJmJ$&I9s>l-_I3ePjO5(rB;xML$OO
zG=7hLL*Ydhz40E0;!|G~G|p<SZ&1>COH}3EKS!wLTHO|wri<@&nuemrrnlPHs2?GP
z(^SxvBv#Tk)l~!ao@tV7B-(zqH|}C$(FWoT`1Kp~g8q}vX8U++e+@MXzlFMY!#ywI
zttU89(r6=_>v`InRd1U0Eh4E;zU@|p%XIX0l(bqFpG8vr9+;JCZnmnYOD#1=K}qL|
zXt{HkzwieWp=!ihjrH|VR4fGb1{@(JxrIQGL09;>zY}22)*X|=PTZvk+LD^Hilqk+
zQc|N|RB2KU7yke-Ekp8PO+B1`P?^4PmJ#U_hf^F_0f;oulmKLq{(5JdV^8@jO7mmr
zbKd$+V^N@?t<@_iwB0t2t5DQ+3Z^Ku`U(~vtF5lAt8o<cv~-lT=v(y_H7_j;u};ft
zb?00|ZJ|n1M;)J-zRZ7VPEpV*Ij@^O&tDvQUzO=8wJPeqWab}){Q0A36tr4JOLTg*
zWk#{7XcW40RN7r*ty1bW3#mg?RW7#0N}F|QNxb_$RI~8^0PQ946PUTR+C3LT<-d(T
z3-$e9SJmFGr_m_%ofn=oT}M#VH45!5`fBDh%1TOC>MQCr`l@R7X&QOTS6Qe_ZYTDE
z_VW93eUCZ2>|OSf<!(;<O?(LEu4?Bmg8u*#d4HC<XG!>#qUw6yt*XDKKchEAO{8cV
z%5|3Y8mgM4FGFInrs#EIl-0P#r^~3+Qm&ol6Urvg?0(T~jt_(Er0jZ=Xev`CzPeg#
zNW;==Dd~$EYI)L<w91^il4q?6+?1;X?@UJ*jpJ3gU2YpqO^2$oRcgX!%>r@rBhDcP
z=t9!_sw?_L21#(vq4-0Xw~4=v!8z@cJHd`4d5a5zJH*_PKT&Zz@4~>oe3CYpn?b;~
za&SisnFG!Cxa|a-i~({;#yHFo*`Nn);E_AYJ@1SE02nvn&uAcvNjqa}o0$h`h%*uM
z184+6v<nRX0P5oB7oH8G!fkEl{{Ts``d&fd1Mv3v`=R3EdqjcU$sp}H%#4{b<Yr=V
z85g(8axw|YwaFq?=J<`I9rgpYqH_k=;Y<-|wj<a@k9h61#tJ5P)3=w7Tn*#x{{XSi
z!fJkG*DHP@>$Hfd()n@kx@e44HP+2ex}+t=RRpaC4h=DdAfN(O_ovx54XG!-eXxGg
zAKoXDkwMGuQ!nBNHPckn=m~jCCrPCxOjK*$id!jlRHxKU8eVa<8qS5OFQv7#dgs9Y
zTW^wn6mou)q$P@k=&WkmpHV|$I)<j->l(uGSZOKr6!~PST_q@F7YSEWhrw^PC&e}V
zTKLV)oW#XTuV_>?heGAVtTup+CrgS{zSC_j)HaPqrMLAm(O0V4s>^j9RS9`Y@f8g!
zys`OV#xX2W>ULjdW=xk&Or;f5Or@i!RW=<>x;}^)l=M!-YC(THEi<H&Q@979=B#W!
z#8A@Gw5(eeLRU6u08LE!@{=~EX)Xygvehn@Q6Eu73jy8#08gJ~@6ZMIUHee|pMD4Z
zp*geThsUP1?~A_<^uB!OBxu!qkk_xx9K%CXQBpLj&105z;?|i%t2*DTs;0FHy=jUk
zo?@p({bJiXcja5-_rtv};TOk`jb91$O>I2QqWmxTwecU}-jU2`cA50^29?Qt<E?Vt
z2Dq2#(uzlut5RvLSEcG?qMgA|m9mt!q>epe_#66ve%#*x{ulf`_(RJYH^6>k<nM+b
z4m2NzT&kXM<Zf%O)oJu@SfQoTbR9;oQPF-O=nhtD`d*VoOQx~b+H_^oFxjZlo~Qz&
zj~)Ib^Zx)b{8;#l&)*ce!R9Ktv*K4fb5}oeO-(CHW}c&%xyM}8Ig49<nU%Wo+F|WW
zQmS#Ll=G@>3Q82>$SPJy@@IhgRKhlgYUb_EGba(*`Ri?%rI%MCq|wUxeM;q^qE!tl
zr0!8JOs}M(07#aE6w6NMobW1rsYWS_&&R7J)KJtdM-G;WlGo-zs9JzfOo>W#$tX&c
zvZW}t@luBH(+$9YAQ58|;BE+mZT-pM0NjE$&Mje^o5T=ra~9x<ypm61HiK~_ds-x)
zq@aw&%=;M;0KqT;nD#1yc+G>M9s@r%w=0P4cD4ECt)1P5hrxotkHY5@Fk(h87ANrG
zU=v_X?F7y(fnrFHrc7}-5i@*!2V*c}VQl+x-~JDMnm#N1YJI19TS8SPfLsWu=ACg%
z)3g>_^-$85%j#*`tw~8&T0K1`lD%kKYW0xH5VsMq#PM7=1*DmXV%7Axbrg~LN{YG2
zlPD9CLY7AS#WNyWH>NE|bqP|45xAtJs;-=xdOCTvGuD2Lxkysf&cu+ASs~p@ED|nA
z4;oj)8ssym>J%z~s_JH5X-0148lC-^j1{7()tLqZN9Ij}yHvsRh&{-$wXh>UKnXm3
zq0676b4b%EXzJ^E{{UL5=6Y})3e$9&WN8U_^!$sWTdr5sw2)SpdMl}v`)W%_^i-8R
z?xFD)?3wXPky?LJq0`mPS|cF1x}6=Rs=0<zl_^W9(*ax1+E7B3N~)BUfU*(^DC?Uy
z<&(+QFH|s^ZKS1>Rp&}6#eBK=bef{2FikxA$x>vgYFQx&QqZ}MHxQ!nyv4R3X{e?A
zwRl|Fl1c)m{FzefS0#WCGF*kOU;!<>pp_*oN|XeAznR3(%tg=QcNUN%yi9RzRanIf
z4%JmWih6dF)a#Crl%yC)H<DCU2}(dxl%kN7sYFfFflMi3^r@vZN?c2WprE84uArbg
zN?`SML`0Y%0rRgnb2IwoV~n=7CrzbsX{Kd1OT<b|Tck)@oE=`5^IB;^07{%v@|8tG
zWJ?MRr7!%L2FAee5<j9G8)o1P+;s^O4CS^-Pu5nWkmg&|=O#S@tKxQ+)5%3G4P{eZ
zL^|@6)jSA-S#4cwb79iyr$4=m1$B>w)YP99xvNX%T?bU8q^z%TCHFNoiZMe<g`iYa
z7TqCLC8RhC8Kf_%#Sn=?Le`ItNXEj}i)|LMoJPVfIP|~lU-nq|dGR+uPsDy{=5N<e
zQ`Obcuafk|zd-hfT}xh*M^UWSf|uNV+Im*?Ej>DVnq?`frc?C}xYP85AML)|OW7@*
zuf?k>S4`<Nw3DRa>#tm@>WOm&GK7S#RH7236}?>PRO(VwEpt+4B`fVX7SDQT5~rh+
zC{1D~PeSTNIGIl^X!D@VA!-DrP5B9Hm;owE2uUgX%aFdzUk$l2rXQ=LJkhMBDN?m9
zVYZ!ND+H^mlTA`xq-iJjQl}G8??@!LLevk{ys@NdOwy>Z*;A+qL#;i~TWAR_dJKey
zno5$GO3;9>lccH<9BP_Ih}SOB(oj$#bu?5|&C|5qbxZX%Ds7alAR5Qi`^r*^fl+ik
zl9Yrrmc((Iq14%=u5H96birLHex1@v97!ljgHDsur4^8-P^Bf+tP|3d^(T+ceWcnP
zcWLTp)neGjA&X8bQl-wSoTf^5pK%n)TBXvUfDf6Fl*vI12?=xQ%rgzcFsUe~p`oUs
zLnJ9OQF5RK*EFOqa<d+CVJlV1Vq>9%8N6R;w}==M^4#_?N#bEWI}2@m!A;@;lW6aY
z3F0j})5s1o;#@~gQb8b*)KIYmrClU^icF?JAQ|Gcdt+c{y@@ut22IJo9Uy`%Lmmb>
zgr_3l>Kn1|acwxBQ4!)WMa{tT+)aRv-gso~GEae=h>&ezarGc%Qj(OFFQfnpiBW(6
z7bMyM7bh?;2IG-)f5%^ioQ+zIGnl#8mNd;p(uE?MQRW>VOFb?)rjoTCLa~J@3ULYm
z`#=Q0NLvlmBrQE3ya`U~l7_avZ<wK_sH>dCUTU6H$;;gtsHR#}Ko4?5aUvwy(rMA>
zC(f580fzL&r3uUcH<Z^UtPdtS_2DD)n@7}$5n&{g+yRa$jUu<0>L__@O{F!uk1$tJ
z=@c|bN}O`8t5T_Ml9rhW0QD}SrRLd40YzP8B`P3s%GmhP@Xn)6{cyg1<m!DnKonG~
znDoUo;#8!zl{D(A6Ze#@(i>^Ybg8wtuT8Zr&_Urt?YZ#pN%*Jmsa(0O>d58&C*n^f
z>wMqNnqnWLI)5x^e8s2gdg641IOQc(eN9aTB}F1w1(xd2>x`x3DaOkCX3Xpc)@?2z
zX)wGRy=IgybzMT~XUnIfM1(48{Pfi!DHBLR5~<LmK77WPDGE`yT-r^i!!R5ws<Cxc
z^C}F9pCP40#LSsjP^7ekCRzzsn=>~=*??{$Td72l0pQ;gzeShZr{O0n^T#~%pTNCV
zkCOf#>DsQh%$&zd%p9*<r_*x&j-{%*TBkxagjZJ3vrL6oD6v9nlSUT%w2cOy4f*U0
zfr1V|&v-Mi@i#cMar-&@U4E7S0I?s(-?HD@C*e24zli+TS<JlU@Xwj~Z<gP8;kP$X
zY5Jb6T*|5Fnr^dJpwnsT*{EMqo^w=pP7Koei*yH4h8+BT{oj?eDHTsEm}}88#WIUD
z4XGt!9C}G`h)+-jX~)abM<1bHNcN*{_M->Hs&@NlPR?R9xP-cTI&+2MI9aKqRV10F
zpvuH&PF%z1)iPOBqLia|bx8`35a1Y&DTv6ZnTp}wjhilVWy+Q2swHpBGSZ_n^6FVv
z(j+=rAO<&c8s3|v>N=~wl?5}esF0N{Af=Xv$~v5NWH#6Uf<ZIVYz$v$YKubU#~XiB
zuX9n<*-%<E{UyK}WyF*yCZec_R1!jx2$YhNl>%oIsPk5(TG6DZ^t8P_Bc(KYdOZXb
zfRX!05IWp4kup*UCQ&?VJH_XFMBEErd&$1!Ui@W<=i{fN;$3j5Njh~XqL2$+Z<?-z
z#4Fb-EvZ2y*s~=-%A<?*E0a07Y5CpK^%9Vjm6oa0s1OpFE>k>&1P}lycckG8SIfwz
z{{WS}uh`6yAYRh~V}j&P_8u%x`9P5d4mUqkI{neUYMg<r(G@O;CsL>Rh%FQ}`co##
zWowm@^8WydE+3kDKo-&*ZN}H>y4#Jog%G4IDninGDGG%onVbs|VV*OZPc-WqEGCkx
zt&jdhsRiaT0qIFnRNa#Y({TU*V>8C;&oy$^yx*bBT61*O3WR;-Ete7rl!Z4?*flH=
zIt(kR0Dz@0qyxec%L$&w4t$#lAc8mYNK_fQR*aGbj?!mo7ZM172Eqi0>2<t-%}YOh
z<?Thf#+D_v9$E+?P_Bejwepezu9urhz*3~1G#dRgQPUg^*HOJpqx-(1WeUn+w^J=B
z7$@agv4}TB@#F4c$}Dnld*UxMv|=s@*l!ZSBfdxmZ@7t@;@!jv$qM3ZEdwG3J-zTJ
z6Ja3sIi0|c+hW4;BNz~ePlu0WNWdV01f77eumF=2Hns3=B=DqIU%|fE>~1zAZUN&F
zX`7wN8(%w|+T0>W$F!NZY=fBZ*j`8+BDaqnGKVH+JCozsV2;B+3>b1Rk@!U34&eJ3
z?HA%8T-#uGjBODREr4dk8G^SKIh^DJCf(%7w0>iROvl5=;}hzW76SG-i2nd9aTY${
z7>ESg;78&=cKz^wcto2BvEndyF}a8~BXD4Q#fkhu-sa?p8ToH$w&Zub7~KzG@$t3v
ziGvek_<|?4J>d4pHw6<i2GC;z9fmu1-Z(&;#ry5N#x{ZHc<x}%;9qEiGa0%15#MxJ
zc)9kz2qWAK^yYJdI9~g1dkzp0dD`|J$@br3H<1x9*li=s>`&)!#NH5zZVkaB1c(#1
z0Ew9dTiEcV=Qxba_csR99pYl(4i%t*w$g2L0(0Bj5O_ZyY(@6&F_Yr+bRtI=gAxc6
zG1&KmaxZxhFbT#cZQjE19pfYM0NyshC$OEnn@ou$-gA54B<~lwjFJc@1QJH`l6;FH
z6WheVnYi9#!H5zd+T`&b*aG*@;TJy97qRac6B2DCm;`OSAE6K}n^}@X8%?ue_+IwG
zk|s^EgipQgAi(;PL}LSMOcTPBpKC;zkYEveSlFs;BtSeXoSa%FeZ8#!=K~nvxH-YV
z5PVJXBdQO#2%jIr*$yr{=GopOzwVhLcFEz-yve<V;_ys%u(r@dUNbj0`JhPbH{WCL
zabgb+Mm)*L{D8&4&8}@cBKxfj8;!S<_+~*q*NB2d8B>ks_ngdMYk9~d?_zr!&U*og
z>A;MQ#C=b!j~m6zKt1exc((|T<Hy`=Z2`6bhyyvkM47aCHZlR>$bx*Itcy=_Zzr)a
zc;Y7309q{&KNH|$4sZpFo$Vsh2+5K$*qQG+&j@h%^zYBv#vbDKfdqheBO67eNs%P>
z;Ge@W*b)z6ng0NY2Za$J4!~n`gMXGI@FsjQ<7qP%2Jmo9cs~9(L*w^&ePM{VXg9Rr
z&eH<>-)wMSHti7rf<fG1+)c19c#a7ln2~!P;Ail?tpUy>#`yCji8um0#AKlU%&+3w
z+p9wc`-_;dyx!m+Z`~gDJWVbswS}~$A!15af>5-PAQY$&N4O#)ZE?jt&Sqve+BT9v
z?nK&VIJl;ysI7SnQn2kq?ifQ%q^(ACFf0a2hyf$_lm`fVt?VvspGeI&%$4dw8Prot
ztW&3>rM*pn`-n<pA4;rxbx2V{if7hQ79bKMjQ*3$v>eVHRTVXUj$7#qbyHubm{F9p
zw|y6s=@uw29-GPO>L)v({5);Gik)>~#Ya+T8C*7-=AqQbTu02?WgrfqrxYwQ`qw(?
zdK-Um(wb(jp^@pOs&ErSN)uw0EwBQVFdAlH&s&JJqUGa_qbZ{DhLNCwQV?q^5()d$
z$V!yl1s~Wl0)s{^D3^>xnS-SB7sLvu7VRF6l~Od77ME7wA9+~>rGAPep@3k3qD!Vf
z^lBX=My}=!UcRi>R9Do8Z|R0yTMe>0i3nx3%2L`z!6}s!B}yjzS7(@9U(2e|QfkeH
z(#k{W^j~SD0|{cLpP@|~nOF;2;k2zqEjAK~;@&-4^NbqSwW)46r73GsQruFCoKndp
zN>Y!^qDdsElB05Fc!n*IWR36+b8rk;W9kmdx?Ww>2{bjYX)h9bX*EQbX{Vr`lvdM)
zsR)rBPqGM6Hyhd1Xd10LJ#^EWx?GB?6(X{oK+1xO*eWOlNtY7b^pS8!2zccAjwCaB
z#&L(8uzP)EkN`49-(JRMFgT=QM%x*ikp$mk9s!#hk;H+pvHVy4hxnclJ-TE_%z?+p
zY<I7X8X>6or_ObiT8^Kl(z~jpw5qCvnuk)|6(dVi6pZ!0vX>H4I{hH1By|9iu2$#w
zGeSshRodgAkW{hyvV~y8DI#2~3j#?@q!~yjs_ET+J0JV)^T&VIjK}`~bLjoaJ%kPH
zaycaAUS>$nF<~%F$sin@NaN=x{FJ_O(f<IX7|32%Kb?Om*8c$eg|>iO{{YfVN1?W0
z4hHVcu(`~Y=|Y*HMK+Sb3Q0zs${2A;Q0X3}Su3ehf>J?HbvRM!5(gM1xZ}!F-CEsR
z&r+7+l(i{SA2O6lQGf-=RC&cYC+Qc)VhxNP?T<6Vu?P3Ne9>r_y`;<z@-usVUy13j
z;n~tL?~Lv;vG?`ug^}C|o0$IqDC{7GTM}+y@W*gLI2pcoi;3<<pyw;N9fWuSVBX>)
z{jwmF!m&9vyjm;(GBGxTjjbF=XUD@FzASTz0z}MSKt6n8E)Grh;Fu=)_KCE4pRM4V
zaHhfm%uH>KfUuYm2lL@c#jk6B42(#y9{3}KEOYUdj$!iW!X!3`f=1bi+uleyzv8eh
zF)@Qb)dogmCu1a*Amr_PU)}}mG9X(s#7Gkn5prVI$leEQZY>5%0J-nw!$W;~cZiWu
z+|EHF*9QHvKC@tV;5LCWApJ<(0!6PPK9~eT;s*W<-y7UuZ)*@S0R(+!@_o$r88#nN
z!Wm`iZeGtCM6>iT2!a8ddyn0<vTXoDFe9~zvA8*~x9}ncZNPu1iIOJ-&CXzEC#ptg
zh?|pa%y=XNk&`D8hzEo`b;|zl0w+5VNW?^35!y_XbJ}+?!a4l=+Qf;*<oAoraHssC
zc(uV9GkxuA&Bi323G6Q&`xzw2BKyd+NQklw*$-W`)9#0iYz_yvwAhQ@&`8YhT)WQo
znn-Szx30E<FqHKuDyEqrj*!yIfN`(^hF!D(5aVe89S;8hFpF5&z`!$M;7I=f){6_0
zK*>=6#s>BWVVEP>cZ3D?9RYqEx!<vxK7+5)bS`hB6-=!PaG<4%`e+Zfv4)>XN=nj_
zM_UghDIlJLg&w2EwZ2}|bQg<tZS}IELltd;Sa&2QfAnjK>S=u{1SrDO(xYdkYW4ax
zNU5TEO{f(5jH*=CLP3(-&6_wP!9(_mB$O>APaUU5=4~gL>CFvWO*d5X3SOb8DO*(l
z2~np~tmp&g={+wX4xo~hg_~oaF2-)UKAanbAJ>;ZABM5PZz5n|KoTurFTTQWfdJtX
zGcaxJat7x1-z1yB1CE!>oP_l^U1o}vR4_W0x+yBCWM*m2%jg1rQdIhF1=%G$)j)z$
zQb9@SgVYp~3_+3AAk2aRv>X|b;nO~ZKRfj~caw1h?ISl51@SW<<pCD7N|~{+CukNi
z1Y*$=W;eNlQJcitV<Kk}HiA3O(~c3mfigd?27aW79e|nP0g&v@CJx6EBpZy)qQWgB
zBoQNS36W?UUS}7yn8XOpgprzL_q>_Kz}f^HdA0-#LnbmzV!#{N7>vR1x$_($e+}xl
z!(LFqw(w+$BEZNvjrZTkJV>fG@jfTSO~8U8HULCGoWU84+Vg#ki`ZOF#Euw&=JA=l
z&EylGBP4Ia2S)a2;rd%l`=Q!9+ib{~nKm;M+s6@`0o?6xuJSJvXqo>2IHNZv;0>~1
zN$x}m6XeDufPh8z0`M<$bKD%vN4c^uFBXR;d)srE5nu<lcbi0T#x38x1HG>>MB+>s
zu%07%`iZ#%b2mRro|ph+SSBRRgcytOHu?#lF}xsrKaav6coA|YZw4mjMf_W9U=}yF
z<9iIjld<m^H<{uya1F?q{{Vn3Gb9{j&A2DM$ibMIx_eqcp8g_uLM3Q69b0dh5Mb?+
zVhDh7!nlYS^ZCq4KKO~rxhCWHqr}_^ybE4H#K&+C2x15^J%ADIkbS23CmbOXwdOYQ
zc*)q5k}h&%AOpfA->Tr7+S!}T449a}v=hKh@9lH>V-tBWM3aMZdlL~6ag51=L|ZX&
z!Vv5Xp7U{OBzAxV-XiDg!rYsi0x`5kJpBygJOC+5N>UW1D3Fj7B}CW&1=Lhv05d59
z<Bh9K<lT2v0e^P;n>IeBZ>Y&BJw*C#1TE#tLFqjRLF!5B0YyOw)kKd1U}q;2Zs#Dz
zFPXWfq^qrS(W9n*slx!FhFo-jO_V|bArJ{FR3t=_5(>EKgO)j0m(m>9wGmfP5*8_n
z)YvKjDicpmqfon)!EwOafJjncl<{v@&-B!73T|H08K-ChfbBy_Y<#1nDGV^XkU=4C
zx=ECkq}?G1v(vsF>QAISsZ=qiG!ho1f8h_MF)9j3QW|E_)Ku{)l1fiZ9I<neIcxxy
z#<N=3Jw$ZYkm>*(N-ixFO&+U~fTvRgj-@3dj(Mo-x~{BdzOmPk4^mnX+X<2|%Sl2H
zObAg)QGqHd`Hm|G-!UNj*i3f5PDsB9M*XP#LDgykn$z23O=L<^QiQ!w5j`m#YXz46
zSb*C}B1uZe%B1Nv6))Aix9VPX_g8YamZuh}`M-HY*eIA7P6S?U;8=@Ex8iPXF&j=h
z08bH;Bwo|KfEMrlW;TOxgh=1EBuF@&=V_nDb{qhn)9t*D{jFkVL`}hjNE>1YzD<p$
zP3LI_4WUc|3BGf^t!~2^8|`EwV9Cj}Pu9Y3+}|Cb+l4!OkvJDJ4hH9ZoWvdxKJkgj
z?IzjCJ?)TSfkXp8kj6XQ#ynzfAqXx=78VDw2WidmatvDsFUU9Z0wfIiJ7jGZvL_}!
zwl@PQ-bTV?-UQ4p^PT(xWSjm&>IC0}Jb3V7m_OCN0GT%%O{T&!crWcS0N8*#04+G1
z-q2=BF#-X<VFxxF*z9DJ6SQ!}jOToT=Fm*w+XmCZ9z1x;@E9W(5C{e%BHLJ-Uwgn2
z!F)s+na*w45H=)4M1o{Wz3(#<aeKwBasV5Hagz|YgAhoM_YoJ{w32PY9z1c4pHJqE
zMvbFKRF<_pIY6a!b?Nn+2_a+lZmL$-@5lhC1B8QPl^RBe%mGW#sy|oPk<@gG<$ld-
zB#@eCi6#uBBz*llp#X8ApBNUN^I?cSB*2{7Noi3@NeU@YAfSl~1tviSCPJnn@&J^?
zNkT8Hs4H~W%{^^1l<uIC65z6hpth@}#F?^_Aaw{lSx?qYqSGQL0~<}|(_(nqsClLT
z08JDc%T4OKc_~7ZQrLQ`nFOUir8}xqYH@9Zg(0=NfZ>FfniAmsVd<ayFBjR%n7JN<
zo3vky{{S0at=2gnhhEckG_%Nb?metma@#eu%=*>3U!az1H8)#V-Jh#vv@+qPb5>v{
z^@2J!+IdCUZGaeI+FH7bQHv_66h=iH`k^sYe<t(cW=d2g?uw~I6_5ztFZ4`t7^XLe
z;ND~9(-$mM8G=^irA!3M^LxOQf)c`FNOA)?(mx_yq~AM1Bm!nEdPEtU?075=#Ky++
ziN)s9Gn*MRUapb)8iy(BS#^gSR2JPyN{EvN6qNOh!hitw0>a#qPUE!gInRBr0Q~sx
zG0VX?h!+zFZvDZ$6K=+E9LWOt9@dG(leNtI+Dt)#-bkC0V>Xz<1OhREYw*Ot?Z0>g
z+<P7OFaYj{j_dnl+z*M`()167e-ZVn6`FUsf8pmj>r_f$0H$Bjxnon*X-h~7LQg}q
zsUaOnLcr)z2qf|OjB(XGw;fuPTybl4YAagGl(iKosY_DaRH(^P)TOFql1V4@A<CS}
z-^LGsy2g=C>S{HPVfcT{e3PiKr4r+M&Y{bd`Vmv;V0xi74pcW*Jro74mp^2bIr}93
zeJiNybjr%Q3dS9!s-mfSmZF-WveiQ`u(h=7ZnRXQ+S0U?sXa=CSSdgPe3#@C4PFO3
zZg6VU30STli&E3op+Jd-T!B|5696|<rA<WDAz3IbDoH!x^M90DwBiWa>iT7G(bZ8+
zn<YsjcY0x`m{Q`wX-be3oYGQ3A4b-sTF0<Ai7|VSJDCLUcz`%@v5T7>;%0M$*g?5F
zT@0ALiI}mUBwMkQ-uz42JMJ<C@oR4;37brD=%8OQo{h+7(3b4w7|Qkn`5p%Qwtk>D
z!U69y-Xc$UF_^Y)b0#K}yr1EGdx9kQy@)(hwnfBXWW<Y-Ep6>-?Z$7HbRAQgHQgVV
zG+JfV>iXWJN2X9yqGige$J=3)l>|A^->Bkx-BL;#NiH~2gs6=wn2A!=GGc;Igeqdz
zwE&bMA=ITQOaKXW5^NaofJsu4go0F}lz;=0O8@{4UF>+BBkP~CAK7((9(jrFYnfM7
zL-6mHUu^1Tl`gkauT}_KT0I?MXtKjAxzs8UwbZi5?AdJ&I)~Z!<3i=_FGSO5^o=5l
zk4Dh+dNyfksVNz5o{ol+m7v=!u-ZZrl%clLpKuhSRr}oU;NQbdAK@3n&RXO>9JX81
zC>t7uX$ffRI;+U_^<7bE=x@?ZU15HtHd72XLuy*O3b?KDXF+%3FDKV>PM^#=$16~3
zYiX@dRnZ*`YL%LK>J_wXJfxLUw^#}i;>0a%g|O>>lg^<2dwE3LimxbJQq!xZQEc5U
zS*F8MWv*nZIukJ{n~2P%mICM1)S*6jp#D%Na-AzmCA@k|W_Es7&S5{3r%e1#Y>_sp
zK}kyIPu<>4DrTv~xiZP!1br9Ym_aHL@!!Y4(jCg559{?_Pxwuvv(0+;omWw&*K75T
z7P)$ks+}%0{{Y>UPc>TF*{Vuu)LMFqloUAPDk~ZZZQqCJ{{TpL+AWP;s@lC@m-P)e
zR0X@DtCzIqsZ_$1PwG-PT$aCDr3gcBec8ur-+VbxRaWh4TT6UxpBz6&_c-!qovU+a
z!(B;S=gWF^Gqu%PGvm|ddKyY(DaxYDZ8VlOg3D<2l$H@qQl`SaI#*T@ljm<q5|t#O
zV8I0>C=nq^0NO$MZxE@S<I^5bb{EMGC4p~XbU1#}5QIs@YjIg$D8$iFxnQf$)6@X0
zIcg4NCZ1fRvPqXRX$qLESG1V^+0tSgwe#w5w<=vdJtEAiWlKtfZcLYIq=MV#YL=%g
zu!jj9$Kt=ou4VYGu4;Pjp`!BcfmN#{rnCE>qN%1YC1`Cb4wtJcQsc-0%5+uqBBk1I
zOjRxCke81P1y+;a!b}*+8*c*BY~EoY+UFTayr218c$|sLXqpbQ%(|5(i=b&$`qr&p
z>ugbJ+GQj4^|daoX>AB<nw<{5>FQ9BgeasLR3$deRPre>x(O7rcPViEKAke8p>qh6
zOHCy<PW;s!$x_l8)TT;64gd|&W=x$|P`S$nbxlmtxrzuI^QTN8IS2!JYCHp#5^hP1
zG1&R{^Ml?1gM$&rUHCEaN1px_^Ol*d@+;L<6;D>uBC|kj)T)b^T0)kT>GhQK(6<YX
zJo*@QAgz@xP5`i#ApL#tcl2}oN#_;Q>Yov-o8)~FWw#EWNB4bKn5vP|wJorw+*XyP
z0)o+QrlzL3<T!7nyvc3HJ!JSv_F(u$@NSv3^0zC|r&LN3AJ=QTwGDEuK)Wh;RjE(j
z8f|J)9aR>XjW<q1&861p!jh6Oe&6|Q*eo)Vw+ELlUf0j4l(`e=X-ZXwGJpjYHR?*`
zD1S&AG}I|8NE_0Y0*8Is-G$m3snRP{wP3R4turOmO$rrm2)wBYDOk0da;1U^`YQy3
zmH2PWde1#_zLl@)e5tE)rEa9(srrjoKt`iX&sahos%(TQlsc$de(>8W^wfndwz`D$
z*13JRQWaeX_fMeR!IFh^y5Jl9$Wj{;ND4!-je#krr$GrzZ6ZnOLQ;TK6BtE_=@1}J
z!vJw&?O9kUZ1kYmi2+Brorl)rCJb@mx~joZQ#xfNgwaTuHEWe26DCX&C8<t{DVsG)
zn6WGnkfo@tOytIVlTKyJmYK5*^`!|)<`ktKaX}y{We5QvsJUdaL$ff70k(9uBTsFh
z(qNX0g?(vABcQmVw-S`6tJ587LuO$FbpwU2=EW5)og$a-0V+~gU0c@83Q87Gu-ZXO
z)ddP2C(|erl^~v^lg3SJkr@QR*bsY&7uqAo?#~{4eW3o)72gl}lUL+!TBH>k%@JwG
z>+8DQqoGElOxB@F%Pb+#?Nf=Qt7;PCjI_xJL^u=Dp3SkF8;otfE}SC<q!qQ^Wpz^w
z*~yhAO)3{ET-vIct5QIhDRZSHeIlhQVo;P#T9BCIalC4SXQ)kfAwSGhZ;43VL76gS
z<t0l*nJGv+%34t|Lcj!|sHq?oM|=3m@rOkCWy#vlIP*rLYu(eSl&wEZZDEG$btgSG
z>1n8_(y`XRU!iV3`q$_*7V4JJOpnf<tzFFj022A9R@Umv)!L@9T~S?GQ0s~`^xt}Q
zZgiIxN?2vJD5bW<NF6OUOec@2`L~t%m*T#vIhUU~k6Lz_ps<DNwXIU=Y&F#DzMTe~
z)jLUOU!<myG|6x!Dp^~F#jfX09Fxh^!iSf%gz8T=qD^ITN@>fXMJjO(tF70RKuPso
zC1fQaJJJ9i^72>YjXMQLQ8KosMOG__d7)K0nI$sm<Vr~>qopcHK5xz`YnwQtTBj><
z<pC`u`P*zZ<L4CVNv4xBO&u^_nU^_=rc7BI)8{ez+o?)XE!DU;zMH6lp>j9Ehv`s?
z^?>831Ju=PlxgT`2T!J<N*o}s_HL;q$WoStE2q&5DdVPkys4pxLrUg4@IGf8mUPzF
z(t-j~WlsR2V5luIX-MM%sO#E}tl|xILX^TvVws`oQy~MV<U=Tg;V=|QRLKe(e%>kn
z078f8=dJizO{y{Q!%=Tls^vDd_Bq10;`hZ$3RJxR04gN6Q&g(mTAG53LrrprF+WjR
z%1l<%Iu@FWHnh|)Lr-Axf#pADJeDH`808)>IXLXv$ux%vq@}6cRS2Xrl~k&l>N1c;
zY@;lo&QgMA{S<_a>_d+2B_<4Mm53&)Z_3p%GQLkPTEa}PH@&<UHc&wPqIW`fiDF0x
zKg4#a%$laEpGDV2H6nk-(9x&Srb1;_Q)rJ+gsT3bGiw9J21ZZ3Tk$p%AkE;-hIomz
z8xe@Ll1c6c*9SP9&kjuHz<0IpB#fK(xr@$nd~;A9(nt~Q;^*Eb!UT!83{PQ=r?@@s
zk}?E?HXKLH$+*1Y=Ke^L6F1n79GLUC7vA80^v?DZBQ^yHCOnz%0>F0=1|Wg;w3bhi
zX`5QxUIB@)?;iX_kS(_3$%7UI_7;gTYZ(qBx0wVS9OPcm4{;nJ6PU#AAP_qn3rrs3
zP9TG5lLxs1WPTGQos63uvIT-~V==T?4+m(0c$>`j3|{lR!6pa2yAy$a!Z<=NsI?mH
zIl$!=TlA{}Pp0CKl~@Q{eO(LKLx~{$1at~7hynJ~ORwq7R<Nr$^KGD#nS!S&9Sdb}
zl^F>wlm1C0@yrHx1PphQKp#<qaAHpUIiEjK*ydmyY@Bavp&f1BS>=9V1^ow6MIAzi
zQmKMUlRY4Ss#U4Cn~s%r7Rs9!P(pwJ>3XjzYkFBy+@)PbGGvOHP+f1LU@1TkQN5?F
z34o~TBK&JeamJP$X~nkUE|(ioLei<oAcZHfAcB0!o!d(1-DZG<Rw!z8;K3CKrSK&p
zQ&5zZ8zhg~rO77PvJs?66Pc3)Sd(Hzdx*Hf8*t3T8{05QKb%|6_kqV+5AshmAwlFf
zqt~w8YAw>Q)KDo*IcjQ)gr1i`aYv;f1#yAZIRjIqL3>Vh8k-9FfNd#7M?#>a`h817
zpoL|(B!M9t6i4mLE`N*kjSQSgp2~p&=f3zh+V=p--U*y!AFuhiGA-ipII8;((>PhE
zVb&c%JxxB++H?tmOKS;GlYmkLgNU^WAPeS6&GCbAF>b?qjuCum<MHm0jK%UHUiO=0
z%!`kv3`__TEFkqkF>Hb$-`p9;5gVJ2-LNDWj@#q`=Xk#a<V^XAk@%5p#7T&dctgjJ
z9nmR>1o#=T#ej>&i2`H`iMU7~fr5Hqg-nnl*1jho+=0S2w)h4%_CL)YXL2kE;co;^
zNxa_H>e?VqH;sn~M2~-=AowOGK>}hfJ6m_;iwKCY#rtCW!5l*P6XGOHkESyuUJdwv
zmEaiKMWV+uXgiDCgd$TABgB<oZHKrUo#X>^e-_wgXEwp{X_+=rkNLY!EeA3N<K`Ca
z_)8Oru(+7oY(;^%oSC%egijvNU&8GLhrHlyJO2PQ0Cy7>1kQMO+G8MO=F)R;M&Nf4
zI7FGiu(aDh!u#N0kWG|{BncOrc$o1fCPqoQ;T9xG`~k4Xw44(o035~Q7%~YU2-^pI
zn=9Vd5NEU|b0AoQf_K^`B%5L+&gIB}Z{Bl^-rEpl%owo)ggj^C#<3tk`jY_9bG`(a
zw#PZ(FbO?~C%MTpG6^Z1&Tp~d3Ea%YZG(}4lWEM1MDSbb5hpRccg{qOg^4^N5<Q~>
zH}<q<0T{@T2!cW4HZ$5xWAnkuor&Q{AX{OvKfpx6@$KD7Gj8*1-XIf;<mT2qArde<
z-xr(4GZW`?a81Z$&5gzUSlb>TOdapB5t|O?@q%IuM%M(N766kZm>WgMVf7$(ff$({
z$awL>3tS{XB$?bn9fS$(^t6$~z6k6AHy8wF_B-Ur94u{+ZTJCbClNNZMWpZ>=eZZy
zOvpAM2;9uxO{EBtCevfE0wzKC18`sxL|?fx18e^P^)V*^3}oPmzDy!}2pEBG`5;>O
z&9iPEVhrp|MB+&>O}6YLC$|WDy<RO7>YM@$oryV*Gm-OHlX;oo->@;i<FEz}_7*&3
z^qm(`)}Hh<`gJ%`es@#~SZEnC<HpG*N6QLXFcOmnI}VG<x<-c3uGE}rs->aUx9WOP
zM@~ih+e3sW_J7TJ*;JmSr3VO}J)QyU8V-TUI+m}{{YX}yLP#OUQ~nU}xA>M%NrhlK
z=Sl=fO6(6$o?7IZKm8j^a7<a+`mz*lan?`?$H>YKz^eMLzwr$TE>h@84lWdxSGtqw
zrvCu@Zpwh_COU%M9-atj*q&8WRZ~{_sw!S}_nbXTb=8*?NhF)A7c!K`NRO5U!Wnmt
zI<WDh_Qu`JJnN|IB(Y9aLqKd;WS?E+$^QTz=!<{$Hppxl>+2vZjW8InIJW9021T#q
z>DqXJ@g3w$k}_;S$MC(R62ec@>0|wQ_r6C6zB>1K?1_RzTENVKd{5>);BUYVMeG60
zZx*$$b8C?@Na8aBM92bQ&LjwfB<x8Y=W-DDH?YB+4%?Yct_hn!giP*#44iYg?H;*J
z$T%k=z?@u7h#;6h!xxmAg>IhUeu|~~XGT`i)R15i3QY8`f0aO|XwMc$eaCS!JU|`o
zBXKYX2a!Kr;LXI5h_$wnYoIxDcejGa-5W!kz>4&dtZ9^Wjwk{5<^iFs1{EuDROJl5
zZ`4q>&=jEsXp&Pzj#VU){m=kz2dAg12Wj<FKK&`2^o$L9^SnYxy|5>~_Be=v1`i4o
zxmV}^0LKsDI6~gfySFIo{{S8D@pGO30QhLtpc8F6h>K<?V`5{!9G5dW5;uS#VsLlO
z?hT;v)_yzne|^q)jrBIMnEhWx{bx5K@xL65#=<8zwoh*($cw;{$IegrDPQ$y{{Ye>
zA$eT>b-bs4ye+is{{Z4lOPDUl#;*1@u-Z16&GF#xV0a0%S~j?lGr6#y_yZ=#fP)0U
z1QBQv2mRx@yvT`_GDg!E&cIj<Tuq~~Fb^L{$Dp6XvyOS@IB~Q)?Ki!xp581sff!H|
z!6({pn91>Tx0t|-@e%~s6XNhD1n+DcTNffv4m=4mas<QygCb1e8`y}q2)sW30AJq@
zGyedw0&XlKPH&J%`T@TP8^MzXB4mRWnX%8~GrXZPJQ8OSY{mNvPuGM9Cik`C!?=Jv
z%o8{hF~Siq2HB4D5F%vW1PdP+;Y>{J<jusJp5n)<Kr$wBcE&*jX4Wx@0y?8237Hl~
z222Av%uT(pWX^4C0*Uty_Uq%mC1{Bt%==hD>}P53n8--ECg71I3=Y7Y6W%dw35<8{
zHyGFq&u~TnzY7~h<IRL#{w7bfPYAvYNaWf8Cf}8$iwQeT%m}v&-b6^ge}*6g#k-jz
z01d^=b|l|#CIp!op3`&*J;eAj1;NC}b0Ei%M+kWE`S{ix`ST>4<S2_9ZDEKqXM$!g
z1H4$o05cgEfNyIU;P*Hgxc<CmX3%#$N9tz7VYmh+)+aaYPY8JFmy5%_$$_73jLZnZ
z7_c_)!=3B|0l2}=#!aqF;zWzb*p1Dte35woeh^3z+?gJ8c{4W`yx%0+$H3tTl$(P#
z@8Cg>sE?($BwL1+skNnOQjoNeP_z=2B#45QCI~i}20<5t97FK#K?H9G0i56Je8~<D
zBp>+gAk0oLGr}iKyPGavJ)KLJIr+xDDm`&U#=r<~Pzn92K!B9gqzP~v{@D=XVpf+4
zD;qYw%DQJTwfEX3w9Q+H>Ta!`mD5y$BzobZ1AyH=vI%h_3F`?792k2=#pYn`9We)c
zK)lY}Y<dqf>RJoX!ppRaQ1xitQS_E1l3F+P9yk4>0h<RBzK}RW?(5pokJR+4?H;96
z)zs=~V9FLgW}QfnnYRJySb!}dNhTafAw!IH{{YH8?P#{p4rFA^M{E5BOI@LJg#wvc
zQ1Jp>q<iG4rCdO9vM(Y?OYEqnM3kteR*pHBF>+mQkX)*wE3MO$*0Q9e8j56tC)Yqq
zLeK>M*#M{c%R_JpLz~((o}w&gBOr^M%+Hbr*Y703nVVy@&$*jzGGg&z2syRL@MIV#
z9m(<}Vk3qG_uuFNh}apDEsSG?SYU&_tzr+o_QdzVB%TXg&#)6GZ+Y0_;LMBgTyCQu
zoB=aCTw?hqU>*rK?IKOB;0ZmidA>M9$FrBe?pyhTj^xdvOpV3kAVi)C_L(Lx7&1S}
zuqICXjskDJ;?N|{(=q`+hhb@6`1TgT`EEt?+A)~n2$bM%KQnOvoL*vNm^)?2@fLx-
z?>|#`wS?S@#zo>TE_d4-lk`ZO;P6ZXdx_2Oa3cOr*b+d=LKr?y4h4yWHY4kJlk6c(
zL_`}w76(1>XYdvTWfOTLeCFMRm?Jm1z6FOBsp;RVc?{Dsx87Zn(@0X*WWcgQjC{Zq
zNEebu$awMNNT)Y|B#rh5=nMmJMg$0qg)`E3B#r+75jZ`MwC@|{oACEnsVQ=`Z0YS1
zo}`rrstQR2^fu8gq`)WVc_k!(TR$*Pd+z*=%U5}St!rB;Jt`=yaVrw5G>=M=xG~Zl
zJz#W>qw^AkbDcXy)iqWB0D#dv@_K?)^mH(pJwG$c=|F-AASkHx$4rtq-l;wxvr6CI
zwf#w!8$>Bcr*SQ$NK%Sjsi;a)F$6Z*!h%*n>f+N;_=%`GRL+%7%?lCG+p9==p#UVL
zbfm>QaAp(fxnQ1^WE~Q+y0cJty<1Z4ON1Yt)s+w-AcQ2@AV4G}BtRAigd?aPWaTbh
z>u*G$``uAbPu>7M3Rp?H>gr0WAd+PaH|da65<p5p)ipkL*R>F~!|9@7eM8ZsNpIyM
zA#Rl|;-W0Bmk^mG^Z-B_fVKBkq9P~h_<$|o#|-1a^R{px1G&8HBOD<DiBgGDl%*0>
zN{J+snNdAbR7fP|WbgwZfHpnJ#0%W-+wc-ZO|#SOxSNm1WArC(3tuA#Hy7H#39z-s
zM*JZYk!Y}yZ#FxD*bK$NwdOY$GqsJ(2srJX$6`cW>LA$tdy^LIZfyXGK4cd0_4*5m
zBgxN@E&>o|-1dvid5b~G$p!|_(nbK=Bw{RaVg}+ni}0=NcaU?B_uS-QP1J}Y!|)mI
zXA%jurssqrQg$8gEj!xQ0wiAZF>}G~d6QsqBw`M4pKA=p(E~Qv+(<uNz}_x)97tft
zX+GDH7oF~4+zcKOIJd4pRo|k^^jZCle$(G$Z-<{5zB2qh*7<{;xrbW#o2P0zhMn;@
zne?h!noTR3HNIQXoO4Fyy>5-I9;-%bjhd=DN~WpmYid|$Qq)=0v^`3amG20@NPoee
zMEgDcvwk~#9Qb3TxuNnOBy$#tNy~am{J`%tyG2E*a(6B3i*4O)`l{Nhg_@mGp~ceI
zRXwQbWoJv&lq=|}5{2-4^oael{?Gpa4(PrVd>;7i%si3s{{T#PQ+rP3+6@zvYnz~V
zSk_wR4Nb}|Ls;d_M^>bAuU2VQD^)#vWhkrEX<I0x)ioM=zneZPd{p>>@w?&&GW=8c
zr_7a{;m_RRRZm^ae8*bN4JB5mRY^ljrc*6+x?Lp}pH7N>K8BKwhA62RWvX@>ZMKq>
z4lw@6Y=@K_BgzKWZ3fV7SjBcz74)FMa1n}P^<Ik=IJG@p0r?eNiFkc6r=djpReY9Y
z!!La@q^QVJf_mN?hT}BY&Lde_h>Dy#r{y0bq!kr2K2N_;iIRUMF(OJgB?ZeqZA#s6
zl%2v`LF^5;llj<2!)Ss6U}u2X?lU`i1Hl%+&9G!HtKbO45uact);I14k{GxGJIq^u
zqzvB~?sEioUmiI45bSOK{{X_`;})?4780j10!}=3w%*v>V}m`7=F=wlxjx5zz~CSf
zMeTW#dl>{A$OGQ?o)Ci8#>3t_eiCqR+k)TlM`6Et_nY+CaHhh06PpM&nZ=1e@JR`n
z86e5IAi)D;n;68$ju43-Y;BwGnK;eFT5&uRCI#;p18Brp90Q3L$l^FSkUh<Zm=Gi7
z0zHY~IWc>P9wPH`7ZEZpZ~&eVi6r!pQhs1T2KIya5CEBoJ4m?pjDDU^w<q^Ju2)qb
z!1JN2mX9j^)O<VCP!mP^qxC7NLfhuFgw}>Zs!DoJoSLK4`n&ExP>&Yo@F4C4P4U|C
zCN?*Y74je)-rs~6CPWC2eDT+D{gT<8sretyEE5jKeIBW+qWOI~XZ)3O{K=fDJKs@L
zK2Ilji=Q@|+BQ{~Z3ZFczFSEqtIU-dUU>n2Y_E5CrSdA=OP}>bZVdBKsccf~^i68C
zw@YrAZ&0TMI00&)0oGI0KYlDOOr9${%JkZkORVLZ<kvQl)aIX1Qq_Gw?;e;@3332R
zQ9V6HQWSX7acO~s`*#BPzkw!3{8wV8qLtLYO7o07gVdKAQjoNeK_4<oWK2jlQ6DfP
zJ&HH5pJCc}RLkuxr;wtRG~!g+(nN?URC|k=iM)<KNI#*E^mKide%IdsekJ@y`1#4z
zeBI2t2gTh>lC(r=-2VX0e7jMnXv}gCEb45(Rig6lp{25>)vI$QO>UW}R=HS;`t2dw
z7wJD&P}Wjvzn-@FnwL^-x^88mO>$B?6R6UJv#2s93F;*vCEx%(N%?w-f`Uw+tUd*O
zu71`ZW=>Mp`ETsY@vm3qK2GK>R-<0lbWJx#<vm5`HHzI8It@j6Z<w?VUD|5pX^CZ|
zze2iaS$=|pP^Jy)8hs609S6!@0ku0zvXxj)#^awiamlqbb0p$_Ew01&BuSo?)XMo*
z9V&HPzda}vG`VCe>ZpX0V~58nF$(NGbogCg$g0fAN<{wvJ2p!p3U#N>NlNAo<k^Bq
zITjK2$LSRKRq%`KANJYh&xRibbQ-Q!_-)L83i&5k<{cudnrk_oN!2xtZ<zGQHRA1c
zR-vhBueNlCop(#r7MhhbAFiZfts_*@n;v)lslLW~&o)=p{89KtM7>W|)Lb=O-^xrB
zb=6fol{k%iKvI?d5W4b$n%yud$DFEh57ML4Td3ome0KQ%0P&aYA<nGx_s33l)cN<F
zX!I>Rm73PIdObFRshtx?dbRyOPBhv^pQh2FEI+7Lyr&aNm!Ep6=jvQ}_nmcqr~R2Z
zsPosuZd}wJchsz7OB!aVr8r!0*Jy60flGC2`MT;EQ&mg#LY+~0C)IT%KJTCWpwMkc
zlB^qIcFJ9HF)g5`qnERrVOcV5Rb?(cG)pt-Css_T^Hp^OqD@4!)lKtN2{LH_DG1zF
zXYyAk(^x$1klGrBRZpg-m0e3zg{@O%PePL>u4I|BQ@nSTGE&rqr*(Vt$w$(3{%AD~
zJ5kaq>U8Z^hO<o6DBV>(T@8IR)OD24pbt@+nrG14%)Ef1)YFMV&`9e*QG;X%BLe#Y
zgMuXA^0C-O{{Te)0Bc<{?6;_L<#G6}O{LWHJqjslsGjBSg>$ttl@BmlXVs%xTy28O
z3tC3DPL$FRlC*lS(zgEqiCnp%avc{i)xWFJ>NWZqtEf6#bxI3eJulu0sFkR(PNu`}
zigch=1TEH7;+7D?l9Z_Bza|@FH_9#^ipjV&cFvHrN?iO+D;Q+;Eg?p24QQ5?R7e2*
zB4i*-DoRS06TcjO*5K*ciRzS!$vCLoD@>X_(^!<Gf#&DPE8UkhR$wL_;F3TD?w()E
z+^?>4MOdWKH21312=yKbQYoqDtEALa5$QA)(ypGORIm?7Q3sE&eiD2$ulRSYQ}bf=
z2At+vL@)Jgw2iE_rK#4-PCZVyk`(ny+FOl!&N33(9bcx<TrBlX2AfJ&oldO*swTA3
zkML1I(`{2F7m$=Rl%*;LeMG4tXjF$GQ^w5I1;JF9y`#slv<~wV0#6>C!gd=9lPFBC
z2*sB*2YEA6l~Af&!~jwxI?+B_&{+B9Ohm+&^I%2{#dgBJa+NBWD-J?V=?GEzUh+t~
zrm|HjK|$JBLXvI1rg-UGx$$e8w7SLA>NRTBQ1XGPQR$$oAyy?7G)QGDAPhXyl1z0W
zJt`W9+MAm`GSu?6o$)u}m&8qbOXW%gw@I()x*bcJKB1=6uc?(*R6RrKyHwhX=?*gL
z!WdttQBIX5EfiS>LPe%+CIKedyxwHMI6e62{{Rl0T}G_;EY#7BM?~g&XLRjfPjRnZ
zlTNl=0;z4QsUP6;^SF9PrbwCS2kW%nPj*{qq$Xu%2ZYS7qm{cwTQd%#nL3_WLJ}k;
zb0jT7nMjs|E<hn0iB9NB(1oLb!nUs(+1cu<!|@8)RLWnSub@p`M7mnUZxu{hq@rqN
zqOBXtnI@nof6fw_g>vRhO11B?*V{K==H6nV_;K+rs*0yntfxyl2Qa#!M*go<%AG%}
zwIHcs{YIq=Lv(MlY210n0t+=YRZf-i@6s3cd(*iyT++TU@>Z2kNy^;gP`W;1rqe0Q
zR9bg3lsQn{VW(xJ)6$J;lvF9ug*1fL(NrnaCZ?npeku5s$~xD;?~8h-i9=TXJ#Q=P
zbo!qz>aCzO`K1musA#pwOP_c^f6!Yc=GGr&H3)SB*I*?}_wkJ{Mfm>!_IcCvE^R|7
zZ{jB+a_+dxsiyVY({(*-MxoXzs;HQBB(yZ$MQqhD+FfPU!9j5=Qj~u`cJmIE<a2NE
zJ*~nde1`_bswZJPOM}vdB0%$MK&YE4ogYDvg{H2aRIn0>^wR=&WzHabA7*QY-)y~J
z8&Nyub#(OdEAWc>j8?gGkQE^-n6ISdk2N(*xtBN<5~*Ov=Xc@X!|r7Gq0Rb7C33AQ
zDs_Egr3|!RSZ0=)nMr=KsngV?Q_{3cu7=X%#R*bcX~mF}`Yii7eVO?);6Ex;Y4mI{
zt8*1sMMl5O^%SUXw^*&|KPw?c#nEXry=A%@BsmI6aq5*gx1C#@m+X!9Qg7fQ`HNH6
zbsaNZ=6z<Z>SnbKG*qgZla}c!9Q|I>7h1(5%-2?-z`aenc1vx#w6cn-)|hGW_iOKz
z3qewix3oz+V!#Q^><<{f%U6|Y+f`h4e`o6!HfEd6s%+Ui^1Uxrx)f$j-b!W~N_7&6
z5=aPI&}wESN6dMy+pxPJj3%67IE;bmS=+$~Uh4iwCD<hlN<`U#l`&)KB_vBp1Al(u
zPBhR6B`E2Rl%x-k0AK{C`JfJwU;zXINCS%}D+#g(NPtNtB#>fk4@i?T2_S+1h_!;8
zGG^rYB$7eA+b|68AkJcfoq}%|k_7qwBfW@#1-QUzlc_K4IUe43y~i<;ovp(me67HH
zAKKoR{*KSHzrv5SCa>{XzlxeAXE0Opo}bC?XslD~+Qy8QoYty&g*C3Ytsb(4`k#|a
zr){ve%T0x>hRW6!i+|EH_ICJB_I=fU6u0oRLaWdzxw3<t9oA{;b-iC&L(b^c9K4z*
znqIS6T>Uu+)oL49ZQzGGS|zZwDQozn;a|tUivIuu>b0uhg?!~%%2gb~#T72Js%jk{
zQB8XqbCnL!CE9&wPSjaK>DN<IT6Lz-;Pu=|T9C30pT*y_2gP5FwHiHt#g28W=Er$*
zp0$k~+R7~-O>0hLP;#Bx;M-a~2AIJ$4pLJWU3n{6OARBeB?$vyiVQ>2;;2;r0L(XA
z<lb^_e<$;HmAmG@%KlQyeL#CgKlCQleEIb6ryFK`+j<k_wclIOpCu>cW>3g(TJ>Ar
zb-?<6<vxsZT|-i((`c&o3dhk)M?*~gRaHZZ>1~!N+b+K9)%?^p+E%3!XQV*@lO8Pm
zNcfkga|b(fH!|s(YgM(nrl(fxdZltoqM0i#P$7m?o}eiy8>gj8h-{YFNq5vzl<NMC
z`&0d)Y4s**ej9RCa+b+;O><7KNVNJD2|!vGqEkAMqT^v_s<qT92~wLB=qf>UE8rjb
z&M+sn;MfpIoJ10TL4T8<le*2E!z(tg7?CoY5XY(IQ{nWpQc*fa5|xSObmS=^XjOdV
z%9x32xRWAG!U329agUWPsF8}*)8N!o5jvX<n7NfRkV26%w5QGPAwZC!OoFtjLphUX
zBo<BbT9&V<YR>xA^-exy^fsbHO@k&IXhUcNsZdgos5d4jjDB|Cy}vLC10<1y25tmQ
z$F=9cK4bwq!Gd?-1e<SwV$u&_ZJX{)#!Px@F*Gu8WRoWFZJQf`w1|*yAlM&7Q~Fsy
zNOO84{Jx*G-!`2lqfe&N+@@bH@&k^hf{#k8(b}hGv3#Ve`fjQU$G-OEJyS1MRwk2D
zta1HMPob=)^RjWcBR1RvClQYkfs?>*l=l8;oDVn6h{2QRjwcnsFf4QA;~T+noM2Lw
zs+ZEZZ5|==WlS>6#Z&yQOz$#g88V8@z0$KPSyPlHw$&7Lb$f!YmYS!{?-^pEM5)`G
z+q=aAVpY23DRLS2QuzpSWSfYa<0MIu<J&PJ<B3msfP5R1Y|duWGH`BqjOQfI{zS<e
zOu#$9-v{u_cO&V5Pq74pvE!DF%ra#6@qz3IfGz~wX5jDx-tteJeRF%rG3NX$Y<{+j
zXEG1_tO+m_r|L5}@832v2X7o95}O^ZefP%uVkY-8FbvGvFA;NV0RsmxNANsG#>Uq^
z$6+(H#xXaU;eti&J&rr}fC(o6Uh$3)hc^-cj{8Zm0u9Z8H}fE#9lIX!-uJd60?{@C
z<U~Ooh?9VBZD34!HjmCAnEwEFNjBRD5C;1LGK5M_L>V^_JL7S9I48x(Br*xN?w`iS
zB5Vi~6SPE*BW>i1fG_wEKrnOcP538clO$iZcAQ16VZ06yiFXoAiL!v4ZEpb1WRh*c
z-1!mw+ZnaVv}43t2MC2=<F)qQ);Rjy&jiHc;ERE^hCIocH;u4_GDczv@9llAWO%xa
z*k3)Sb2hW20E#-*`T&_>;Fs7o76^0|H*T5qR)qjJ1kS!@V)AlM1*C7A_KA+Ef&`7M
zCL;Uq`2pfcQ6hKY4_tMYdB>Nvw6{;pT53??AwPHsFED~h9Z7WyO<M^8T}PxTBjzel
zi_xv*Dmv!PXD@0kILedMhFx$v*sxGaDqE77xe0Z$Kp+(+4;-vyNQ++f88H`$*n&>t
zWN~#zs8(su2dJtZrgRbln^#Cs5<X!iD^JaZ1q_lP6T%U9sA$@rmbIq3iRMx)m%TMA
zop5?(w~`A=>bU?ckO=CDzA%$%9j14S+cF6z1;Dl^j+3T*Lv=&$`sEu{j4lwTnP~}G
z5<kW;vRZfxk`w8l-L?v{Cztt4nNYVhTA@Q%9YvIth%lf7ly58)rbX3GQjh^7sFF$%
z$$hpLHjx&`ff$K5nH(TMlef4QzpxT4Mt1_-ZCbA;>v~MMSo`HTGGC$#bR=2}jdZ2d
zNIB^!5Po<Q#;QR{Ac6?73bKTJw+9C!7Ptb|LKvAlM3ZamX5eJ)+9YmE%;YHAZE<0a
z-=FY6&xxB5M~Q)8AYXAO=pNULNc_8zalCeb2M9x(V%88gwZV&v&B-A4GB`J%&u?IE
z00so#w86AUp31d^?P5kmVhzOoEg^o<0{;LhkCeu9A`RjPi|~X5pC$}Ik-y?ZCio&I
z=6EC?@Cn=6)-oUr_7E`~Da4Uuat7EJi^v4t#C{wT0(yYC^A;0xaRN4*2r)8*KmBPx
zSs2ZX;F->5z=>eMAC2x{XQW@Xyo-TpQ#Lm}hmn4npTbPogB%iU1<VM<L>Zm$YaPVf
z93c!zHkgRTx3SEAW;c_<BEXY2CwZG=HpT8Q<Zz71Fh{o5fIr>8*M~csf>pT!4s1tr
zwd`%e5cZ45dCA>9J7yx??;JaJ-VOz^J-isin2Ee?8Mu%p@p!l*Pi$IG$_P9L`2;||
z#8?1g+3hCN!VxK*$;GE2g8%|;If8K>+$k_*>}L4!k~fSJB|G6~yb}^^Vn=hC&8OP{
znTZ$^oa|-{+z9uv7aSrCyPDoTfuYQs=Mix^$bv}U>j%FK`Q8Lt^MY;fwm>j10D}{W
zxZXx>+VW$>fC1xa(78)f*9u%h4J8*>%~<kGDLv`hl&SjwEz;N|4^Tq5MU82;oO#4F
zon=^)?;p1ZjFea?A>n{Aq)SJ4Z7@PY5fCXsx&<U8mC+1|Ia*pNe<KA6M=2#OAT0_?
zclzxAJje5DZ}#RscI>*Z>-u~@=Xqz0Y!WNyWon2OazpY8=}`#FNC7z2h`VFNTd#&%
z?wMBK{_q`86k7t?zyeZQ<#1sz#AZRoXI1GDxQNf&vEY!`Li$@mrDhPyKdubc6~XFK
zBO~;JYlJ(afig&bwW-sy4^7osXpzEVScy49q{R-+Pr+lCQLPA&*<WiihXRzeZ?<Lt
z&8WCq!Hnsbdq_@D!}K(6fbTK`3cewQEzjnSX-sP7l|mk_8JJr8y7BzB<#0{HnHokg
zCKtk+>cAUvdLK;L+4+h}0)({6FS=a?^n?*>m@imq3=ZA83o+=U@mb|0us0FF3D1;x
znbCjMJN~9UrSw@d9FbEBS6rrmB0PPWr#KetJ7(>IA<yzoxf3meG{M9uE%q&278i)P
zg8FQX(R~~CpueCVbtH&!i~qO*V9<k<_UMpU#R4N|=YnTLQF)-5ODP$L1be4RK`14l
zZt)*LkaoWJot;a2dtKWXE_s&T&kJ?SroKo;tsc7exWTe@dxK(h6lN7)R~O;OHXXba
zrnI@p8G*w0Z8^cz*DgPLNy+nwQxGk7qMzi4Hw+yg9xktGr5yjYmr4uO?lmTZ-V+^}
zkKsvs9?JbGwm}*`Dyli?i_Ks>ERKW-f?ILSkx-i<v#bmKOU!?x7d}?kZqY}|O8Mku
z%itTEPklb8T?H=Y|1rLziov9vOh@zeVCFcZ-O2V{m%Y$KxKXw&PtOG`H1Or_X7a~f
z@&hgSk=?}iawCD^HHGlOw}0gRIwYf|ID1sNA}Q@jv-Q=q++HiaSAoIHWYwdd%*;Q)
zK>(}Z<z>-@uW~!Yb}k4A@nIznbZ_scU+F!#v{XHa>kGgC50L96w6J~6Lv<OWcWaj|
zIZawjCMYTCBcYf2<tcFup~j>791RPMqr4|S5CI?<(jC_-p09#ZYH8q{YkNN4f`}=_
zj+J%x<KCr}2}Ulkq_58Wh@qIIZD&&+hon*aQyFht&a_Y+Ajv`tn?O<*tY2vybBF|j
z5xv3DNy)Q;JX85}_>;9eN-{@^pPSi^`7nJlA%Tq}YR$N-@R-NPC~}pE7A*MmQ6gQx
zs==1d+Onv4kd3G_vaWL=QpNrVV9=!5*~mI(_)<WIa_T5fF2~tD(ubYb@F?NM9c%4~
zx!iuX3r1Zxr!n~2BtFU!#ny~W6r$RoPTpbKkA19&PuO{ta1_+gy6pHjtn`=4nx|KG
zU*7fZY8ukDM5|$9rI!zFERsfdjCR0r+ZK+aAnjoCeONc693APUkm-@YoruFflPqit
zU_fr^7+(h-=iIcEF0-s$I{Cl56PnXxHe0xEU4LQ%)8=9n-yDAg#l>GK2Rp(vS;<V%
zB`U239~w~%Y&CT5t&0ev#tPCb_BBEIgHyPRbiV$!Kc$rLTvkft>iB-?Vb`p<s)qmT
zv`0OdCdb3SG*-3U#fT;w8y0W5B`}5~?CgD5`=XG_i;LQSwFYqazag=B#Y8j+-iHXB
zr(2rk=>Dt4{8=uo8P66Kq}g+StfM_dGc7fAp@04y{g-iVtSftlM33;Q&8-Q^X8R=m
zf!u%grrBMn1BcG^zDnxH@##j-4PK^1`gDmxLM)1pq#YCEw!H=A+9}{^$olP|qiq^*
z*_k;BP7vKN&RtIpsO!#2#VdqBBX($UbY!u3UE(lZ(24ehn7IM;cST9C{~;5HW|a`i
z#GovsIGO=?y#jtnNl#njyRBSj3D$o9+<!s~h^P=O&Df(e(l5w<G6A9gDgr;qT!rnr
z3<M>xRLpeQCL~0LcyB{}Z2>y4tG`?eGyANvOLUu|-F@TrodM5L+T8Z9EGv4y>YKd7
zX`$>~*{JzP@2&qq35%?xn464`kg<CW)@5P;Q8$`sygKa%YT(LWzvsz-$HEWrE3Q9>
z{Hng4300oGyK}0ie3#=nUgk|e1$qO;?&3-p6BR2vUQ}IliHsgR3-T6fiNP|B%hJ6o
z@y43a35g@Mq8hA?G^4JYn2u_I_veN`tvR!?Z?3sZjO(&AFvECey?{NxLa5x_$-H(E
zR|Uv;BlP%<04Vd%O;DsXrH$@@#lr|%v;UEfcpoYB!_ov5S%z&X<Z-qOKK_RMJ(?09
zE$n9p6Q8N@!3VULy(L-b5?HEX5a(SG9PGnKm$>@$PLh$y0|RR4q0GfWu|S%yN??xA
z6E--gjG{jqle87Rw1Jy0pZxPpF9z$AdHwrsK<}{GIund!fn3(hpf-UO_1*#CfM_Iu
z1OAuMh8|Anmy26*8k5(x9*<&;H#e<qQfaen1I9$ZZm5}kuXc}`NeFqlh{_#t3(fi(
zU1m^nGs#l&{HgxCKLWbH-iHd7!um_~aCWK!B?_P34!`;7UlLniM#R8P3bNv4c#WFJ
zE7Fw>1gfgeNrjvuq4{5D_`s$$8+KDbk#BzvIIPhz#JrZW7zB%6OhiF3x?UkKWbDqG
zfrR+_Q|*<BfI=ffTajO4cWTdTQ5g!Qnc;rG&XvrnDK3+ofbOQ{6mnZTKGPt=B(n&u
z2tmipO;eGOX`sNFUmZxr9=LmuhD=MAwA;;EOV>Yazs3In0-ZQ)QT)XXb8HlCbK>kW
zQg+e#aI~Z$nivscv8YDuF5-+3w?72~Fl!Ef>KC&e6EJ-|hM!qm(H%s>LJXe`Q_2eL
z#g`5(+uRe=^abU_d4!L{uZ1VMML<uMRCm}y<G%LL&!b_VdBnnwZ9*D3=HX167ksL+
zj3lH}HFYk|FZM^?+C7K>I@odP_OVLMAAcfQQn2-+rSj-|#9)|osHCF}nG=F!Yo^mw
zOz2BHvD8}CE`n<<%LxXv(JYcl^#j%z?7*^&k`~x4e2Zk;vq$sestBExI1oo91hxHl
zqSNt%4nDlwF*7MCAs2;`YTYrY0lUB!?0xD|wXXg;&QrCnrd=5~24DXEWFJ^7YcY3?
zJCTzx&(eUP-|hnSgJiRNoJL_=>OJQ{@Oe*)?B-9aa|4@Th@8&UCt#!xVG*MhD9r~*
z?@*+Y!c#p>qhw@WBtNJPs*OB$%{U)U;83=igP~dZ`)b=(+DON9e`&!Sz@BsPmUMVF
z99`ebcp~YDB6feYS-9s%ZkPU29XCYi?r>av*RY?8{s*Wc_x1#(CET=ouT@^gu6ep6
zKHG83Kcl&T&TC~i`bXEtHS=@Yv(RbP+K-^>tE5iVn(F{y<jQ2qx5G1`;H=H_ow2+t
z-o0NvdDbVs+i<_nT-isl@AqC-)HGXX`3rM<9oGC|5OXke#n*>jm`LdfZOr-jABwkb
zN<$6bqzFXLh}vH^5+Jgz3qCTvHU9u_-yRVE{Ev6LG>p8Ea$C%h=uWyuP=T5G9coV8
z0w3~V$_pwgetHOI@w_dx^({lLS2b-A#Sm4OC}V~<Z=RFOg+c+h3o6H2*j~SFM1R-&
zZ}q42R6S*B+-RvwSC=_Puy|7NAE4o8Oa_VpwI8n$sW>`$ooeS~sk`Tv<YJ^CXdl-)
zeXk7gb%7`F;@6&`@uC;#F&|@S{n6<;o7)RJmZTZ4&alAT-&e5ljmIpfA^Ae5$<djI
z%nyrw^R34NHU<1KCayPH(%xxv2Z~S0ob}-9W}N%Pgs#^U56%3^KijfnDv}D=2jwK_
zXjk#45X0wH-92<S2Y0*klV)l@U&=1Exys+lk{7$YhMsZ@PR=W|q&lltpRlf}Dj4JP
z`0`&RD-`vEkF&I-qzwJMWbaTvpS2%8$9WR%1}5t_Y?O|;{H%EQU#<1f?$;J<O1v$8
z?&fU*e6AU|x5O9m2FdW>*sVJcM<CajCOP*OQccdZKRsGA-7DR<4c=at#b2axeLD!c
zOF~(vpYTlaEn>LixV!t7p!_>h&;|@93PI6>FnI0sjf1u+N)$oI+GyvHM?QIxvK#hP
zQpFjQwi~&VWk*nr3G=YdE$M8^eYU|9q*Smh6$taoAxasGZ>O_$_p+19mN``Env_JF
z2DR<ZG4%_&1xdSO=rsiRPrD2vR6Jg|*~7J~!s*GmS$|Fhkmp1O>QO~RN4r}ZEQ{N!
zO>_SPDD52Q_R&nSvhkq_PGrl6&uz_Ywodu%G#Y7NEr3BpA26Ao5`pj|cK7G4d2R7a
zw(87J$F*kT#M<kiU5OzcK`=`hoL?M)YbQoNLLBZ%FP{z1hI)tCi|exa2TZ&P={!@&
za><2g%$PwK%S!CmEyW8*3knP(z@3`v4=eARj<_6bnVXL{W#a7$#~bfgfZ!3p&@U!&
zdLV_&+O%=SZSf1*u#O2`8CUxZ!4kJI|B);n0QUCt`p(}Ch3A!wQpV|!SN{MxPto$s
zKWJYi38+aa9Ivl*AKK{Yr0t3jP9MCMFFaEQ?lZR+KTYw=(z7fZS-*SpXx;TN>|SlL
zfZ6jWGS&CZAd4DSr4R18K!|7e9`#+699dS4hx1(AK3OjbefHMpa3dpU_U&HyyRXlg
zQ>t1@?wODLuGyGK{y5;jQBYj;;;>$k(Z#U!{P){OZcL?>Z-2RRvt<PH#9O)<jNBeg
z|1&Y(G8P~nBYJptc!N1?xv)dy_053U&_ZsZ+biI&3peCt9{plc%@DFKzdjTFJVEzy
zm`*ajlIY^qt|gTElcvykk<2qg9ZZ!WThi~Kg854Bz7Ozt*HQc4B-!z@$mCBgBQnpE
z*DA6y8CROw;6Z=GcLNbShN;eO@&96>eOL4pvZ2+jU#@lPy6+quYqmUoQgUaGuO;9H
zrlaK!y(>9CdSr)5eW3hwA*1ESfu57T-gT|6M?(BAYdqH9<nan`PSXtw#<?a~F9Yl=
zg*fh-XFSQip%+S%tJ(c_bi&k4;zLZa>}YaiZ}(#k70^B3YnFkMzcWN`>XbY>7BDuK
zdsI1gms-};WDFI`G9%d_Wc^$J9T`f&EzZU;UV6Iupu0M#a!q|uWb)CCstSyB*F%>U
zo!<$Sfm?c|8dM^V(IfYlS<fPH%W)0P%SJs0M#~6%i3{_(S&IQP;r@KV#={EVih$=)
zLV0ESKi%w7KchW1qB0>FuPc7)$Lkq`2ZCp$c%@5F+HyFo@A}Uo%O^$F#F!GgOuQ|h
zB`5*{0%({34Dg?@S;mO%YS%K3c;TE9A$?&JtguP^&|W+?Y~|qfyG-9}Cl3aypPsEK
zXl|9Sx3r`ijg;td)R^&Qti}qfhxr&T0uRsPOo|J94$d>^boR84np5QZ7DD3kR1iNi
zDy+YLtvhe8K8Pa?FHFxlp3eLAPX8zA?nzHfwPhZo^`)Sa=`oyk?H`kz!Ct#(B2=m2
zxUE<S6)17CXdh<?fP-Z9GTu@o9}UH8NYUS*Gu+s4gv!AItj%sepe$$I)I#^h;jU}a
zk?ZS<{ld3ew3qn>`><%X9G}^%8-B{-FNc4Ci`ySReDB9YC~mssQ^<Q;Qe9eZ6%cSu
z=(kR;PK$8Hc!ekbT3EqC`JY5$d%nt!UcA}^V;V{mbC|`<K8K(TG)-A^sothu?fmRz
z&III5i1AqYpRC8{0(Z$B@EGy>jk~-IFShe)eoPlX5!Sw|cj;$R>tdYotn&NPoj*@J
zvovLH*IF`UbKWZ2dQn7ke4y{|+G19nYllVyDIpc{8fHa0izcyGbwG;4*ObqFQW^p~
zJ$-+*W0gv3d{reL{MmACp}ga|=HH^b@C<(`VO$<;o&mqZZXjPe@sPr%a^WSHh{i*G
zJ(Z#h)sY+h7YThAg~t2(<v*+M{hYVCrx(HePUG8e|K2>8YnGE%h#XN!{p%7^!29&>
zGO;Nc^|t|&u_DIh6^}IUc+`uy)DyqnX8BYE8qFA8{sOt*(Dmi|j2>1MLB`!Kyjfou
zX%5WTI21N8Y#yFG+$R514G+1Q6ecGLI&U&x_jxd@*pycYn>Cd_6k%#uzUjBG`Q@dc
z)lb5g=SL!xcYGyVWm!q2982qNb5x~Syo*a^&ArUmWvhFM*bl3xC1TJu0}ALkLZ5%;
zlfiH3>UsZ9X4yoB*s0;qw~v3bNv!S{Bis)w^HO6gbce4SW>yf^HA+fopIhpgu@s&?
zQoB|`TU<qbI~xMYBlbSPM4(Xc$3G#A=r4+<<EB88T62F=V;VigsUt1Aw=3UyA*re;
zDjj#l>&Gp$=2(I%uCA%}=)RB4vc7XrACRJ~`a(0zB`ZpE<(o^%SyF|_+4}QY|KC>e
zmio3rt|pn38XAr@@B7G6z(6GH<<i=Z+UfVs4s|oFY}d;yo%*v)4NUNUP=m*YbeNV(
z?J6Ot0ERI<PB`<!6U>tm4H<FT6yud9|M)W@tO;ujel(GUCyt>4(0Q+M<iXmh57A=q
z;%H93DQc~ON{G*SMc(U#MKmH%UNF%hyb7&7ZWF+(@e^<;N-^q)rMM*=75NY)bW1d?
z_v=3ZRArnC-~XwNTfE@z;3Mj%hWMhUvHA2k^H`e#hU`*fq$Q-Jl@fITPwVYa1%<2b
zAFGOOJed;F_?EMQ8YO0Nxs7{q-w24+D1G;{S>4oK*y!&w<#W4>*v-tT;5QZH^D$iy
zT53@CPpwM~G6M|{1vnYvvkZP#m6(dJ{1p14Fh6pt*-@)}DwMl^bG+$P;3lrP&;h+a
z_vLl(AAzYmoTo+n2e*zq$);z+^9K_f!YAHWuhhTH&{R(*3|jwqWIguxX??;Y)p-}r
z61&IG-;b}a3r|?)D$|#m5Z;!%1Q2V4b6JAd&rD8f^FH;zxcU7As=F(c>^@d6j``Ny
zJ#RaDp!dmQe6D0Nx2DiAt<psGotyeAmmj0~AvH!5!W<Qa6-AblpBI9QoU(pjU5YAA
z9MPUQ4833u4q2Rx-sSRpC0{@IXELDLd))t4lh{rDo2KLR1x4TPQW<k!f3NaG?;Tz&
z-~5{0c$J9Pno(o^tccmU--UPS$;7)o=KP)Is$|`t^B6z1(ZjPX`_j<gcW>6~9X@$5
zWxSr?@}+wtwoq^4CZ~NK4lnYo;!xRS>+xR5>Vu~Z4qyB?5+BeP)=a-)c;5NS{;o4a
zIl=0|TE!={xpc(%xcL|cvtnHF7)N=3aX(&o-%Z7@`=ZF>NH*m@iXeTT^TWFmvj5~c
zHA?Gyx>5gByQ%U0%EPQvEgarSTjAS577Ul6+g+lCD=LA!75Lu=hb-L2>BV#MJY`o?
z^Kc|0)Nrbk`{dDJZ;16Xl0(>Xj}{NW(UP91J4v$W_53a;m|~+#&q(Meg#P$A8;Xr&
zy=Y?UBx+Hr0l8mJw$9MA0=&BZ0)rI^f%9WNG%Ha6*6mTCmCHg?LaI#uFJ5MMG{QqR
zj$qxrys8`Gv~~<qN%f(mj_C*LHqZixLa6|&(*w@lOv}_elyKX0z`&5#@{tUHsYycs
zW_dmxw-8KvEXWF_ib4(aDc<Vny%_3Z0jC43SZR*uI~*BLBR?yj_o)ueXqSHPVeHKV
zz4CagoR}@?+?XCWZ@a^B%sHGYHl5b)0?&rU*c*jTtG9o3@HkeTc!Ip8M%NGQvG>UT
z45gsUbZ7K>niK~@HuX$O1_jL#$h{wATnEI1jU$;K55U5f-4%zJE*tl|q(yC4xQm^3
z5p-1Kiwvfa%XwA0jFgm+Ta+F_QttR|F7|n`r1pr~x+tf~NG14+o1p}cJz_CcIkK&I
zKl`ZBhtewr?A}kFvz|fbup{BuhS1Saz^q#aTYjHbc<^RW8Wg+a4oEoKLQ5;rr7bLo
z5(tcrxiNXC1MHMjMDi2bI;O!nUy!%D!C)TS3K_m0Nfebdf<Fk$Cr$$|<Qr>j^Z_I?
z9}yBe;3?26j717;9yZ)chlRxG*V5YMYy+n``s6wyo{2$ak(^hYj|ZsSS7HJI>R4=g
z!;vf>Ne7tQq()e@U$pUn9Vev_smK?~&q&>k!yz5~aCm3#haNs@skO_-bjn4pv?deJ
zuu>L$TU@8=*#}gPH<n)7>+-<@YZGf*O=K6SGd)B*HgWFiVLCL2!V?i&Q7`b+WQ3S%
zQVhuuumGt8!(?SScj;+lqXl<~J>m!z(-UxK@NQ!hY}<iViq<a~w7b&l?>S?n{72y_
zV{5UiD4bsV-s9?2O5Lx<EDt02k0M7H5-F5CUc8qVd84OtF*0^YotjsY|FP-1UW8Dk
zny4bY?{Mj{<f$XHmnUrncuJgp3}1Xq%eFYQylB5R9Zk8A(#n$><L_a*v{o=|)$&N+
zGMZZXsfQlZg#T-5Ks3XX@6im*vH}|50E&X~F*6f|QsIX_udLu=jaDXXe54;RQZz8M
zRB<7(lrZqT2Ui?6TEBoso_~C2N+eOx9*Nx3dj?t1crU@9bVkTM@UWvy$@X8H(TL!A
ze=|P3sBr)KLCKljmGAXM3P46AJ)N%LrVFk@1{9Lr+}ynrgkYT0?)_y)6`Y+^)q1G+
zNqe*&X>R)UdAk0>H>>pud(?xk8x7aqSK0}PmrTQ=y&crY55yjz9vB3O#HnBQeq$ah
zzi0}8q)7`1|F+KmF~G}CKp)j2#O4@7JRKiBfT!W{f8Wmi4R5O74(I27>%gtcXK-%F
zN8c0&+*#}Z>U?`j8@vm|EHa|Vk!!0h#8ceE{gh@DFfjda@Hibv$+YVWbdqZ2>}&N%
zk9g701;~z;P4}^t^Yu`C#`?)a{u2dlgJ=xkBvBVHkJAyC<(C%wEZj-S|4ycvZ`t5)
z_<vjWfDR5Y_>f475)VaVxgc7J%)4+eHh|ILG!>f$kBl<;c;Cet$HqD@7e;P6;hQ!I
zs{@_+PnV3EqRDGkKHoDwTXw*_Ekr|i!05|svO5rZULYVdj_!z-X-x*jb>f&8I{udu
z*8=7*tAjp`9c&C57ML2FHXH9oJ=ZEM#?e~6lgu0ye?Bp)N(fL>Y>4bL&-j#U_-;az
zjF)$bt;}VG2_du<P?$VoMc<XJq-p!a12Wq8_PvtV0;MRUzrWWb%+2*WKxGmWe&<82
z1*taxI1L8ys}Xrff{~u^VJu%m1wj5c;oev(y|TLTV?F^rUrtcCM!27HNd9gA@yZlE
z{eXHj^(W#CHVOt{035!Ki+EXBn+mapgL{>yg4<0d<7XJmxxuPpBEYZM*==z;(+23s
zb4#crjzS^r9{_pzKvDt`D61;TN=({T;^pAhG_9I&y<z&;xaF0>t9vR0msE|L?xE%G
zx7G?_);PUtcfS*kS}^fhI#>$HodTXY?yJN0hRl#W5}ad$+b27qA$Web)4y<L&`XNG
zp%+2HTe8p-4o+_;-|(zfo!JC>sOla15BUR+y?$xe0Clv_J9=5zqiLKz`@CRd9mobz
zw1C!Ds2ZM;a{n6H0c}Ltx3u3IP013Hzu#BKw)!0=_Fd5U$$<ntl6#?oDuzy{32|^k
zuP!jm%ON^pnY!2!!w79A?9f3^=$p2bB0N1k*kroERI^gVfzAdGwmEcKSAEP(AaY*n
zH0>mD2b=#QF}Xbs%ZTM3n5IkM^t2`1k_BkC+rdu~D12n=(xY1whQauznJ%@#zLXW#
zO&_W#XHsIMfX-y%$#md{S9G70ypKtZlHo2XRB}Ya%Vlrp7_vG!tQ91Kuw}8ufEc~&
zJa@s+1MDmi-xSxpG#sH?xd%r@+vTj;>eA(2Rof_@s(VY!k43xu6-xuJ)IsxKbmR|Q
zJKv?05}X6$yxbh;m8NyU^0G$b=rbH%)dsYiZ<zn;e)8wtRhI3KL;nC5cbs0F=juk|
zL5y*Yja>0Q$ZZ<hH7)BDMf;0@;S|BE^VWT7)pZ?l3f1%EA{;Y~mwUK%Tv{ju7MM=^
zM_Qa-4jlA<>6`!G=~?v;pm1f{{{N(&S>oXmz(v#<M=#MMogF+)xqO5@vzP`alH%a(
z*volv&J~=S<fNVG$-hq({fB0%aVwpQb{Z!IyXLUYegyZJk#L6wr!}jHI$mn|@XrV$
zyqP-jt*h1@99p^C%8d|P_Oy^*2avlRc9W_p-7kt}1;jVUJINs!)R*FSYHe*#x|OLV
zc0^j#t^un)Bn+<FGSqJ=T3#vAozX=(`1LDycHpVl!EpQlxSdX&?|5*L1LVkwQ`#mh
zJW(cP4=46rF6<|g1|CN(k`{<ZXM?}$XmmrQB!SQfZ`wFG#C8ROoGzpdVF4T`pm4I3
zJIV#jU~*lMl1{~57RHgl#Z~0&z>TeiqaxjH6jQ>vJ7;M~(~gd-5N~F8gR&UuLl*C-
z5Dzdkd`BgVeG8oo@NsF1^01TN;kV-u?4#kI+23A~iI$<EZ@eZei2`(Xz}5QO8t1O9
zb_p((R;_frN}vDiw`O~cC8o)Qco#!eBRU0LR7p4%hfai}p~KvoTCJkHq@cZ7clY+K
zqyoCm^m&KV|GGp@93XHM2RvF58HK(Or#*d$186$<IIIDW+1pxk7pH6g0uXD4NdAGf
z5gPbTd=Y@k4I7yrN7@v0X=(wBcnU&OSmh(1UU}Nfbm3*;*{MKs*@wW`xf#NkExV1F
z-1PRlrQZkU<6|o5Kt{+ccCXSUa?tPtcp+Pks6JUZ2*@ER6=8THO&Pb{+^|R~jUkg3
zky7=O%eH}RM@^X1G<S%kK>C`N2Qe~{l!_W!JX)fY`9({!>OokwK?FuCQJ%DI!@bz$
zaN3P2pJUKHu<ncOA?h_nN_DJYQUd0uhoAYn>2>`l<#03eSkn($9YQAQljH^>F_v^2
zD)a$d6W1dFC#A!!_H(yGcQe1etGB$_GgX{5VQkB4>EcB@2Jn|RjKM8qNX0kc<<~`T
z!*|IOdbe~&(~hfc$5WSSEYWw~<E|5^W8b_Y_rwlta4C;sBaM&ceXmkurM{lov(~~?
zIIa&=(w%0Oyogn`#mK$3C=Td|DdeUy3NJG*K#w16w>0g0Un-1eSw1i}xt^SH>mDqE
zf#5?4SyZ#CEs`?WdnIAo`qRXJapTjIl2>Mr>;&O=KEE0}ja#Sp7E>Lh7TVxXbLIL`
zy%BSkQCaddRrAgxv&}eOwL{(~KLPKqzD>}zM$zB@`nC0BQ(l{gSn{d&%gaCMBEbb>
zS0I3J82>-Ob2yucI$RD#L03`fcd4x~rCGebIl^0AI&s`kxE6O0h`=*widL$<e*e+8
z)-+1~@>#{>3Q_sT_YX}XYpwGC)A63su+l=)7Sc;%I#!z8xY~;S?n=87EFovJZ^ASP
zC1Gee<`_`cD4&8kb3ydTGCgcJ%vrPM8_&VJo0o6eyUk=p%EDx$vP3C+%w{4i9WM$%
zdf-?2f54IL<4jxV217X?zDX=Go5$88F+ZFw#M&J&*ipZ%UAiFFK^1k?CDzQAGuH<v
zLAT^IsHAcj)8#)Ixox_k@HkH$PhTKe@{O6%S(fOkFBPkuU2kS(KcWnhRSbz_<w%H&
zrt#%xU!n`?oX(D-hd6fcP;9?&e@D8q9e!XJ-5MRD-rP^Oz=5NI4ej|#!nwA2$y*VC
z+!mUU{tqyYZ}<)<WK46Rv_&1Kg)Hy3C3dey<b-7N1$HM!Q`L1&^Uwivxa(#^m)+G8
zF42N^lrnO}0gRDD1W=bw6Zja`qePm8Ap5ouEI|Bl@{dH)yjJAQ5kJM5%__Q2#_q({
zQ|ze}o~^Dg0tRqW%kK3&$|moMNlw$L687{m2keo*qNPHXkAS@|ICZxOYe9_eOy_aw
zxt*JBZ`nX#KIF`^53i;|jvJ?9cxMqlvJvWFd|a9vI4EftAPICDvlru*9k3atS>#k-
zf-sc@?KrMYwp}%XagD$@NuMo83Lm~@MeZU>P!B)28B0(bvW--HCbyKc4KYfmLgr+H
z@vX^h4p{ELzyzj_rbtCX9PP`%XlT2gi>k4-1MA#Q43(6fv;)}&EyFG=1EOfPhQRYq
zWFy4*r0Vj%g?Dqbf`E+O=cIJEV=OtABI9`zhr~QqEmmB}D>$<u%f)^U)l>MhcCtBi
zj=2M)n;*X7=MkYvgU;JW*5WzVu~Lg%bk4`6qNu;X>EoHT&uz;=8uT;Yz%J>xtX>du
zu(Djx1P(=KA6YCCi)~!#LIOGCKvMQz4J3fGPiQaoE`Lv#AD^hFPe><gtp<;hvuy5=
zj+i%oV5ihJN-OuQk%(FFQ)KT24v(@VOmEJSpulh?wghq=9=lHSz1RJk`kWD+F0sA9
z>pb@#;A3**dF9ob&a2CnPyClV`$iitny!bPXDEE7eRzqjxc%qQK=nj-W2`(Nzv=RT
z#kBp%uFYyGuldOSM7d&bzU-?)uZ($EL51=o{j7KLHf;e4ZmLZ3UHPV$&JVTz%&gSh
zX$W@8%l{TY7BXxKR2lN<#N?^+#%xLg0Vw{t^I7ihYVpzzh!zD{Hs$lls*$JU(cM+N
zTzdu=^vlB;j`1&@#il5BVac850HHMTDhA=|Q(wk*1y_?27Mv)BfRG|7R<O$4{dYz0
zy3ayp1x*H>S_$Nl$Q+ac;g!eK_UYE1PCw<g^E@iMiG(p)R2-NYl?zPZsN=-9GFqUs
zcexXJ4`zYUV7qMY!4*OKpiKqZ?;kgzgU=r^fBf<fK%sJHACXY$^7^cY@ZOiayB-Rj
zywj$OdSB&$DV}&*&!nhXUi@yXGC;V+LnW^z_m@y!Rk?je<Fzef?34I6U-a&j1Z0?v
z$5}RlTJU?t0{YHB$ZbgqJ-4kW{YP(W2MEH(H17SrouZ80C4f9Yd4v%!*JEffzP87)
z52wTxECc8B_E7F#)!v+OI^}L^sV=M<6LCHGp_ly5Xxx9JGXCbJO7p7<k*97hHdZ&x
z0{m-AZd^aSGu+VdxGb2cG&We#2#OUfwlqAZRHy7c>0}?G?&XZoh%iA3!N^BSkS2N5
z4`>ax=l@N|+v)8|*Ox3MI{b-V4t9)`KSKjLmafq^WjKBIn?GeszhF#H>}^a+32v%S
z`ee1!b-g?ir#1K=A-hQs!7^?n73qGZTF;(~r2kKjM}lZE=sG5xLf26{Gxr$!F1x<S
zQee#3ZckXatcqL%b<rXNDKm+1$`XLTxV=Dewf#3Ss=H$9LfmFWfK914Kez10Pn}Jj
zAB^UDRF-OtDBm9;<0TjA1F}Hn%HnWPQ7rN!E~9uMdE{4bwcYztr)Z<mJ8g<4<t7$3
z<%dQUhBLXD(N*;(9QJ8K;u&IJTC&!0Skv{}>OzYyj@QZuv}4o&1e{8Y1015=XRV=P
z1~59cpt3i7o-7!4*0?g4EwRUkuMHBv)p+a6yDv@y!PmY&uW+j@{myTkTe|l)Sw9m*
zG+jEEjlu81Zx)LR_zB#%w|L1~TM^X2qCqTw`^rXC@O}U1inaR~>efHOE&fovS+|r}
zM@-4X5<T#_#W_>>E0%BVM@{E9*Yj@#mn{dXgle9=d;B%v`o;Qi%LA3syXrf$IU+(E
z^)xR2o~W^d8An0=G4pcMn+B=`jtP-~bghQ+yVNcTMaCEP7cS?L7slteFW*k|w`@fZ
zqP_)(EZ>k0R?NR^Xf$yUCP+99&&tO2qz$|#W+Y3NR@5UOdK|9bJsiJTqUgo&=w2?e
z#PiNnMf=;bgV<1qb7WZ3>3*sT*!RWf;Ry$PFyZm!?L#rBdF4d#$DBKtQ0<zs>Y54W
zCXlcQ-a&Je^ZA>|G<|g0sOfd3ZqD0ACGE8BsI2e#n`!-Lw?4Pmw|{o^)LTn3XmO<;
z^SfrSkyB50anZzTd#1fN4yaLcF=wexH}EreO>T&KgFkx}0NC`=Qx#OIKGm|J{mJ=-
zD+NJNO*%#GDM#2h<v|}P`-a_WAQA)2@5<cXn2M~BSv5)%q&-#5&(c>$L(7I_*qY%&
z@`_)=J5ROtOrwKEXD+OqZ<o3Mdi@BOUQbYd6tnCr;wD_8moKi3`TqJtqciGM%o3BX
zZz^tJ|KJyTA9qi@$a#frdAO_X!O~E1Y`O4%S%<Q$M_CnxA7V;$-`5zuqlS%5N=9U4
z>OE(mXHwWM-AM22;AKF--UIk=2_YQuf|X9x$!izky(*Lc0EM|%?mt!R$FC^%nb>6a
z8j89--xd32IJ~cUFnT|eD+F`3Rv&GAyWR`^6IgQN@VX%)y{dN8p;B8hKif0#oHMMj
znHK*?UNt+M$8G#gy~_Koe8V?Y$aW)FBC=BJa<{SmrlqB;tK^%>+^{db(|0yYjvuYt
z#kQ)<%Kmij|1@E&U)A}n@|C|Hs-m#l`7LwzZA1yI+T4Tt0p60a==u!>3p}Q+yV80c
zi#7{j%IRM9(766y<auT2hZ_o+nEE$Z#VHped4A6oVEjYaLA0Ey8&up5{29&l^((3O
zN@+AP8$e-0A|zU~P&KvRvT3sz^98Y<;qpz#>=**<;Q4Pj_4<r(bTkx-yJO*?usEB-
zcW>8j#an)M4bN3S3x7B=o&}mMGMlMqdN|o<npBA{D=0HDUbYHOGJbuqdt8m}&w2ON
ztSCiu#J`1xJnod~Vr4oUp<p!c`be+R_4T_$p<g+|0#8iLoS#@-R3MG)SMM9!nn90h
zKm>W={ZT;%QH0?#<#i^<@21XX<xXkja7Ki~T+nbQG||DzKqa#bQkfNXk9;5UTKw@B
zx6+LA+n#+I-^BGSzsQu9+8bRm#60i)2l#M46)L*M@}FwYtu5TU)Vsn-x-06w`It4N
z|Ba141685*>w_g2*WY)IOvKELR5bu%$m2h<>>ku!a>vq_qR(Z81vej*ng2FZ`t&^f
zhHsP}@!4%nv*E@HKN0n^bRFENu(pVQ3^iO%D143XU}TEN(?yB!CA9p}W3j!XjJNV;
zjb?vd-*K;9VwM;WrZ?t(syQqaaLt4Iw$&e>pT$k}<%dHSWH9D~9OBX8(EStV;fvw7
zt$zmodq;k4A@+IdN)`4Qeg|j%A#NfoGYo5MjrY<1uSI@ZYP2-%GEZ(Q-@p5l%~h%3
z-U@prr-VzEF@BukjS!~dhOdjG!P|Y}gaAXCSqs{CP0;@)*0#vom_bIdbl?>6`Pl<#
zS$7?m-pk5IN;P*8xYA^cGVS}T?RW1BS31{~XA;HzYlU#e^<H017$Ca*_DNz<=c%s?
zZdB;OfW?6OB|=&;02z1$&FAtI!En(FgK_!BoYUkQ!xvjEu7Aj3q)#=m?VhIQ9sjT5
z<pMnfpO>TU2K4T+x2tUB>fz5<c2hLhm~~f;uumua2TijAt{(qncJ$d`vW$PHKYlQC
zM6@h(AymA5@0s@je<0)`b~~VSidwj}Aca2JBh;4CpoTc#aopa>gS*18TgT%GMnqR$
zzv6f$p4U-Jkg{m2`!<W%Qgfa^T&ZPjG<SlnYmBp^?LNF_#1=h+)x)FkvAohQUr^o!
zQ0d@#VAS<YB=!b}u&{v1_4|(R%fG~91>cpYilbygtde5qJ=Yo!4%Q|1WhL86WO?$k
zxBjb;Fmh*(qVm@-zq8C>0z`_xw(zLV`{qDQfKD$2g8>H1q*zt`?$S|v487o7l&zJ_
zpNHe)hcuRDWBoafHA8wbCHmP<L>-%-xZKm|J;e3q*f|;yZj0*Ur7bK2?}O@LVyY81
z>zw_o*1i$Br9ViV(DY9y+o5YFwozVQD)T@BCk1#OgGnG!iptQ~M)~>teKymXM)Q5J
zDw0YrDN>5I{npdd&$rZPgCmtM<Ffg>9HOLX-5hA>;ZPrf?hY59LEFdq9ba=f?&I~r
z6PguP8A<+Ii79MEb@KH)a_(q5xZN(z2g%>GwB_tVB}tnO<e19=d30qXR=bZ#*v;_o
zX#l$ZUqC~9b>(3ks(lfb8UuNTu*Hcw6R+h>$+Jt!iAk!Z%gTf<GOtpF?MQVz>yTAh
z9I{8u2g<l80ZFS|<b$|7BWAjfRWe9}BZ1@AzN!?&lWDp4=@M8m8zCMzqg;$rER_pl
z9sHO^<3Ke(BEdt;t(tj77wYnh8<K@@)?K3QW_J78vJu~+z+?CGliFIFpXU2_g+5{r
zOhz|mY|<X6-@B)?JThU$WF|E8<a*(Fp&tFpic0C549X|wTJbKf#%k85A65(AM`=)&
z3JD4G3iHC6>ESdqcgTC2r1b<XBCexK9hNDOt3_+8@6@rAY~z7oDiYUjOCr08=jouG
ziQF&8W_#_$eBBYFe%Ae8m3sSU*4}<qnk{e(tr~bEv*15*8iK#`=90x~bVFZ#;iId9
zVQIHm*tM(lq$Z9EyD|kXjWd+7AU(E|Z;=I>&1pFa{*_Y1ijC9icf<7iK{CE($5IzQ
zwP4U2DaK_8pkXCswKfpK=nA||4UftIs8e?W<zO3hO_G1FBR(s~vBk-za7IZ*(5GUC
z3`(_=dK<(6s#e(p4q)K&2+$e$Y{8!ImrH+iPV^dJu5&>5X3^&~IG9zcSqc%-b4nA4
z2zpeU`<~CqC-GT2QYQSGk=ryUIFt^an2v0<wTkhItYwo+_X4>)aK~clv`SBB)LChe
zcw{zyj(*zPo-ti6O)8r-_#en!kZe7(M-LXL&*gjcthg-Vw;UsVW?Oa0pffl}Iyp80
zONxr|?Kn-5b12FcHZG2RN_0MZ+hW3|kBr>CR;o}f54&G={{Zl$4ka4886!O3kHq;7
zTZo7IYu;6ZD&=L0SwGgKI*>M&wO^5GW!fUaQY`vc+(26E>4m7DPmuh)nm}TQloXhQ
za(~XoYql*4wCBacxXQ)2*u5<1h86`$*@gUd*Rt&KpmEpkz%odA9&fTz5fkZicYI$R
z4TTtN%0|)g`8ZI;@FvV?AEi2k*sOW`xxi<vw*(zl?B+c1b=W309o=+!R!KgO<_IJp
zVJqmqAXWEK{vu|Pixjs+mns#M-QqWgP3$ACDZ1ZlZ<>Db7a{R<3&rzII;l8efYLEx
zF>iKOD#tr85}^p8F6z-jQ9-vny1-(IYHS3<V<O2ZaF)o=hMYz?su7nLEshr2fvJ2b
zIJt=l<4%bK(#LI4$z>B9ISC6i;toX2Jm^(4LRJ+8Gbr`5_h7AWl9a0N*k3Z`6YQ4?
zVMoX;BV{FZyy|3?&%GNv`rw2dFG}jtJy>$jZ|xrf0Z*uw&V<SHT{K^x=&8dfd0l9W
zBLsgM3k`lCTWU%}wJJS$lIt+>Ykg7sXphEtTdK)^J(nK@+>0m58Y6OR1rcJhO#{!8
z*LL}v)0UY2OHW@D^s*N`oh4JgbR85_1@}>h2OB9(6XlRn3sZNA_ZetkY`@-FBEC#0
z+h~xIIlppGr@1t?s=@S;Azr0kXu}&0hdeMW;sMg<MJ$3;+^}P~5?=ME!Wy{eQIWiA
z(MY~!x>OUt2vnXdlSJO#Hrc{5Zi6ss08hq)fkliz;MHiDI*4|7g91G2)TdKa{8~sI
zEoA9XfzXJgEsljJ7qS8^>9SLwFx7=d?{g>bdtR-`^xEERN9?2Y71HSo-}?dr#tXA3
z#|tTLRIwP?<`GmW>0{<kl1!I==xa`Vt4y~Xjo^Lt)j-KK)hg(^<Z477u4trng-%zt
z{+N)v=PLv8)*XwYE~Va|h5rh|bIv1`9Fr5szHEi(<-(ti-qJgdN*9jOTkx+QM8GOK
zY7Aig4?MF9Lseb!;&VOJkJW+3M56+n#Caef3-yCu$dkYPJ%j;V_%x@!;!iS5%YW-*
zQB?Ic)B>-`;C(bK%S^QT<ypM@{bE#Jdx`H_!dKBZjjv}@kof1H{ww5dk`99v8TU1Q
zN!5>!xL(iBb#JoyBYMR6>3Vd)T@QHS_1E1@b%wfIB|l;Quqe-$T{(j|UE`IRPi+-$
zUTkia3^;nxF&OLm_gvh<Jt)=j)Z`L$yh1RBKWyrXS17zhJO-DxFYr9NBAQ#Z&2ThE
z@N+UeRW+d2HrZx>Xk4x=FTks1NyMu9c9rYB)<a>V@ns-Ix4>-@_>h%vZIY9euuUt~
zMQ}$G)De3q;?*u}z>_|jJQd8(nGNyOihe;l?tU-lC!3&_va#dN4_=5Pc#7IP0vvuj
zgbmT=f!f0cR@TVLdB0+uinN>t97e#z&F=TC+FAw)O48><(DjS~=px~VTJt-U-8~rX
zRVzP2n!S^tM^nfxJ|I27mV8IG<|IoS1Dj6iu??pRg2(Ygg1prt5YK2s2$9}l4S0@a
z`A)!`p*!7-BASrKH`c*a!`%;(38f#}Vd`#p&G$HtcK-|{i(@2t{fJ^bw?)GfHl-ch
z95Gy)bGO*?m1C%;(|y$wy$9=lu@1ZJ`N*jLr2ij?j)3Fab;;hQfsvT{moSEWi_4<w
zNqu#+WNI=mjOnkFv_a=AYb&KM(3;f<52YLlY`zc=1gCd_`7lt9bf5INe!e{~aN2CF
z!{QMk+Wnf2I&`*f3Cwd0mYdGO&QD{T`Q+&S3KAU|wNeq}-3S~?c3uSqvG_Vp+p5<}
zqY_rNYeSgX@x;NEPndzNz;*tOAPw<nZKdaZt<b;Hj8?CtQH@tsJxZ3qIdY-n2VEfL
zelzTpkC_hP%<p!Ms_V32gUS}pQf#T*1cwqKjA^nPf2Gz8Vplts)cyg)sCw_Ka$YI%
zuJr!kezEc`C1Gyg>+*|K18S_iU?2)JLnE`2tRs=zAUi-hmVQRrv-ZC<NQ?Zn-JpMf
z5{?Axe}He}8W=PfaT%F(vMQ~;m?|sNw2MU;Y<sHszUbHc2Y9D@mBw-H%dh>KpNf}D
z9%UD3Y|xJV{dvKQWe50{kyi&NesM-Eah?Xi@4`n9P3I)+B=y%t%Dg!BM04-{jlo=V
zIwGyO;0fnWg5)qrK$_<Jv7*Hc`qNZfu{S11XWkDQaxFqBFnd{rv1iQ7jX(u7{1(=v
z>yx9iJlzo5CnqUwN0%w;BP*3-vzQ(_*vL*51MKH>{9lV$HVt+SN=YJlLzC)K#U+*E
z(t^`qhv2vr8n~tXvt#!Drs+N<UY7mr8I%luaB&+rL&~O~S+>2hIoZr6McZqEVM(jc
z`sn2b>^lH3Z!{i!8Z@NUM{_ddX&mLjx==o|$J9_eBdXSv&ZT%Qx^_B!Z92b#m1yu*
zCbzvoE4Xb-T#~*u<&(6e^UR`0oC@CsFR%lmPGE%2F|9&<SowZ5B_?2~q7*qeI(OaY
zA~4?CpE4ualTxrmbnR}3CmcTwm7RCw>L-Tjo}$!ip<XKc1VYfzv0%hAVki73pL2sR
zGx=r{VE=;@6`n4`3eJ`cS(7_k{<hj<)ILUYLGD2JDOdX}2>uC<<Bsu$wpxxFkP-<)
zep0@wgS4@N(+N49b)DD&?T<&xD34yV%vp`e<xgh3#0vd;ed`)p>C5yH>h)hhSlMU-
zI$M!3eETargbUi0$~2s=s!2$6d_1(@;&OqlegJ5BIWvYw=vDShT>nSzm_?Krk`yfC
zRPRLGsOPa+y|PBx)S0<%0EG1e7);_55tO$p3Q`MdvZf9}3Q^by2IJ&M+9gvPBDV|Q
zh8HK46Tja^4-fqXB7w#E_tfn73VY7WE)>cw4g)OLD&C;r^%%|SnAvyZ!5uH}0U&0n
z8xF<kR|a94%QtW878V&J$H<zON0nqsKcc(RiIviRHK3WY+u-UfXr!LW&wK(ibzkX>
zUWD<GjO8<ye3|+hNe56Df?J~bG{B=tFZlPy<L{e3w!|5mjcQvJ+Ns%;tQ<QPM5uNy
z!}6k4RX$c+s7-8qP5Q=LC7%I-5Lxb*W90*0{D)o#=(`t3p|A1LjZ}H&eVh3f7Sl&|
zEX_-6==AJ*3~my0dz%y!d2eh8KYr)mX0l(?`Z0^!a_%9{$xJT}P(EV|v1PtJz0j&1
z+nBgX7_gMhK3Z4q<eS<)=u19QgznD&a-o4^=s42amM?gjjq*>hJ5D2_er!l&4jKxf
z<K}Z>X=}*+D|e4`D-^@g9Hpe|vPZEgDcjGkg67`F4mN4XoZXVzxOr_1^Q!`5c5U1f
z_t3ZF1_l3^uYw(^Bb9QLIDO<H``}w}HP&5-sY&lem;YHR?vIr~r{wk257)dJo|6q(
zf2SNT4yCAoge!nr(#K#n<Z`{Twzf>wxT!(|x631gmYMkLQIhIFc3B`N7{aGZr*l3K
znsQIW`rT-BhQEt|Ug_o88y}n&z?BnY2`Nj(DMWRMtmIkTa-U0Y;`!#Sy`?t)BRVVi
z@J+s9%0m;2aseUFhQ6}UtH0wEPF(Qs>b&W``o@$WLO=J9TXy(XCl=vai<`K}3m$Ey
zFyvY%bkyv{0om^9T;bvkjEM0b^W|4wbu|1&T<L5|=1-?V$k<bS3Z12#7eo957>~L6
zH%{nVe@;|@mz6WW0^j=drMGYSx;lkR<F<ft1($_KI`$J<iq>bPb0Hk`N)kU8VzJCe
z(mkBkZlWJZWU1H&yF@*&%jrJ3k7SE*n&NKY?xS+)ZVIAAX2WfVcR|j(a)3e#8On2X
z(_h4*ji)pwScztz7`Yu5_YV+6=^PA3N}UYo2GM*5JmdQYu^aXr%dTH#%%R$JSL5Pk
zfwISa`Zfd4!EYw$0+V+_v^=Qlq>(r$SVxOoU0nBamsT1F!Acs=%=)>3IuS2B|6Qss
zT5gFht8H0%b!NGXdD&jlUQXlJMd9}14BUAK+abx8yQmvUJm@YW{Q}V}CNR!LNIA@p
zHMcFUgoC2A)CMBkS6ZW^$n98N#=OflTb(_Y+%jbCR*|RjTS>uzo<)ElaW!H)d9nN)
z#VWgnaWbM)LxJ<9yb9*2N$k6<FX^`Jpgi_#GNIr&LiQ2|c-d%&BQlDAri+C3m4Y~p
zqS{s+*|9uQ*&5tsosl%p=9WADH^HZo=COK=({)%opXspHrHGz~_0QXnaYS-ADxYZe
z+A8v-(eC&9(aN>cY0f*(P*6&|0Eb3{0oNB<iB6}@v;gP&|JVTii#T_wu%k2@<sk+2
z4jSoK_`yab71RYbqezJ)Lm?so2@Yh+EzkM9ZDP__G(k<0Mt7=}t`(ISt)vxM+qCC1
z&w$MttjqB>>@oO7<>Pl^xYG7EhIjruKgpSL$17p5nl^$9Efds{_luMkR7-<~&4DC!
z6xVD!vnlyuGgE@M(*c{b4i5FDigBIL8FF4J+n>Nxt&*9T=EgW=f!|b>N<YP8rGa27
zdxsd*mRJgnQ<smV1P>{?Lme8*QQu8Eq5_=kk`aSmK568xiPoy6L}+#z+1K%x{^-v+
z_nzSN@ZYh%i~XbG6N#@EKfkn7H}gej-w_MRKM0dC|0d!x`*xK1)kA{{v$2+;k`kr!
zJM}lc8J@p+iQhC3d#70vXso*=C5>8#IMKeKm0CTz@`=)Ai&Imh6t_1dZF^JjIRXHY
zYe9qay8i%Ic^1F+j`QzD56{GJldFq$=E61I$PF97`v9m^e7rpF=}{nKL9Y2r6MKuq
ze!p*I70>dxP2%T)mi`UAbWv1%dznX)0C#|xXgu~mQz_`cy6>v6g~`k1)DqDu5g|=z
ziw5)FXUFThPtJ|}m?H-lT#SekclXG4+{YsOvb_=sO5I=0%@mRh|I;=vaI?M~xS5xH
ziKw%F>2}xh0db?!S?KU)522#k<!NQP3yT~vnJ-32O^xUnNhLU!>Ta*r8U=gvQ>@6W
zoYtk)zMoUa9Ug))H6>mBriX}omP;W!_*PEG(j*<m_uJEs({8OUA>O>$tJwQ)g#5^q
zNpow}xgTDbw7Dg(ZHRYfz{lG+#gO#Ae{t8#G|7?~eeHie0C&In4(DT|$D-`3@COrS
zdKvtTCHJ(NeSe02c)#_<a9M-iE;yd?R)DtJ+!rA!l^D3*K+hUk(7EdPxV&E`;`L4~
zioHLA&krgXgkx$2-G-P;qowBg{6MzX$nQ~b_?#Bw^fT%QfTJ@*uXK=LGXK+mfGn=T
z<O0$&-BY1p>F+OKRss)T_Y8YiN5(v8U%z+NsuMSB$uW9b_c*Im>(I0ig?jVe4O~P}
z@Guuw-W!%RmDrY`+pomT=@mV3AF+nv;{7=@F~qH=7e^-A@i)Jv7K|N=*;KR`D8#=r
zuJqPpfBU3&62dfTJS}h=b$NVa^z|dMzz`lNZhms3eDZlf=!E%MeZp;*abeAgFGd3l
zHWex*Vv-*)vd1MLluCT$O0w@S8P|)d@-mbE!`8X~Gx<Moe`c6NY*P+7&CEp3E9Y~Q
zZOxeyDyQT$$ArjPnKPp>=QEwCITblH#~gA<VmU`dPUWo6z3=1x<^JLR6ZY8kc)zdf
zb$Gr;X0Ivyd8i=n#$9jGC+$bjnu?SJmCIyGbK(HS?j-HpwhiVN>XoQM{D|A14MVJj
z*!ZoGK$4M#FwR;|gQ90p{y_d^H{OEzh2|HD&VwQKB%=JqTd72pQo`cFvXs{Nf=#z-
zy!ArUD+!CTa#YEC=&O94SFb|wFtSR?{jSV%cy*+=4P0CtmJurs2bHrk$j>lXA9IoL
zYcV%}*XPE4dFfUDI?2UvjWI`;f$zF>)-6WI$5duY{u*kG@*Ve98d~<h2(K#>_b`~@
z@W?BUP}~*k$(JBhpQXRmdwI)CEA@_Lm2LH^Bgb9*ae^Mt`}^vvEryB)sTRUDM7@IP
zts6Hdnj6=9wsT+GREJuRKhllYcyuwPm}Mq*M?T-$$Yk`q0VM7FUC&>RVC+x7&q6>L
zTSu-bYVERTMfm$tlM=guICZPqv7zEl^5;*OKz?D|s!^4hMg<dK2tJv2g|n*Xq;$;j
z;L-~ek$a^7S;BZlL&Y0!Ih%Lv9@Y<IcQQxdc>LXKrIlE+Y;l0ao95>}HyL?D<NT=;
zg}!GyH@hAbdavzuKXKE_x<0<1a!!+}b4%k^e7khR;}WaZ{EQaeA(NiU-15Pf)jfXd
z-S3KdtA9R|gt?Wyy0<E}zOwi1;NzaRcfpgVA@AC<LxRgo@ARL1UaOZo*VXV$gFa@<
z;l3ew*GJ>+QR|*vl^@o>wdSi3zUl8<>_OKa;h5-d8zdWMG`bq%Q)tmYH8%O>>7_yQ
z-2TVsi9h`J6>E#SEUwl4G@EF;6=E!P!oI{po@<iSN9t$BEF9`8<@d&bVgfvkIV`}o
zXUkqd%q+^qafrpDc*JKM8{Dumb>LP}`R&gO=LEX$6294tA3mq3@>YP;b-cbjHqS#=
z*xo}%y|d8MEYy>hMv6YChF{&Y6tqt=VmqfPNwsp2Nfc{G$vl0@3rmC4G`m}v+fbO4
z@K*2QiZVH3%ce(tQrb$%3t|$ex7j-9z9=k6T`c`lWm1qyoxNmcSuA5Olh4BCF)z&|
z{?OO>+H;j6{9W8GBe+?A2GQ`E@a4i9b;E%4!}80>^|ANH)`TN={B+2Zj3?)931C}&
zWiI`gy~cL2#wT5=G5X2;c7YKP^~*AMb!+OU`m;Q2A88UF;_hL;Jgt0&9W{Fze|JwN
zhp9HR7<RqT=mL39>o{P9r6wT}e-OXRVfO;w_~~TB=(@l!%LF@d*<BV*{fv6qggtFY
z=`lx+?BD+YIHyV7k*?~&K!I9X)o0aFic)pPoMc;B5$y8J&6MZ6v;AUZYe7+S-?$Bv
z!TuxVy|4GAM?G9V3B5!MehezFu)#*Ct8v^1cA#Y{VE@?aD_(wylY=8A5x9ZQ6jTR>
ztU_(i(JfUNIo)2F3le|yOkFHX{o_I-e5X-y)wWQ*rp<7f``+mN<f}QCTfRO2I{NZ{
z{TJC5yQ<Qf%8>G6nJe*(Ri=yh&PyN6PK63tsJ6HCU%8K89=ac1{_gRgqi13-e{5H<
zx#v6ObeNWVM4cNNZP}bj-;eqEZt?8khfhh5Hr};e)`36DzWn-0p;*YZdGD5)a^rsc
z-Qm2pPxRISw+D~Qk2ZMhzEU@&`@64?USoe<=KA4Upw;-!4%k{3>nA<MIB8r*imjxp
z^JTFX9vMMEuFtWu7YEDlh1gZ!lwn~<(11+D{=Ln<uTK@Syy{sM;ztKRo=x($U#0r5
zK9Z1sT2NyDXMU&VsfUzIuKnLvVdZ1kyfhGvrJv9x6%+nc-s^Mobbk1#{m0&^f6rdI
zJv?f5iXnWxU(@~T{<|g3GXKX<s^kmmN-7E}6iOPhtj|<4gd}hAYX%mk%cT~h&;LBL
z`tk^!BozBnPr4Cav+*v?q84w$W2G<QtxJsXF&zor@=W{CQ|ML@UbM0qU!P^4y!G+c
ziiVu7)p*F&r!i))e>e>_Uo*O6mXE&j$g2KYv9Vfd(W`rAFKX;A{Yml|YRc!dI<axj
z`+gHYOb_I<{X%7Ir4p<=^N0e{?mzzK;HAnhrm-L51A5y217yf~i&@sH(Q_r`omN#+
z2aU6v!-<BXPdZ1$IV3Z!3NK&wVA3J#_<GCXt!Sks8@DxM7J0W4!eAv8C8;d!Rf<LL
zs%6qIdsLv)q|QR$g{@PIvZU^3mFpEtgJs6|(;X0D`)NGQiIYwWof)9~cqNHYa0lyz
zz&7xBF&7p08u|Xym*@;?bouJJe(;+4JF>|_ipJB-a%p)4(`hGe(d1?Ei?M=Bf2o_6
zO=Op*jDjM>Pu-?E5TvXskv^Mx!^k@E4$Q}m?&78JD3c2u>8%EU1s$cTqdMCuTy)<$
zJ|I$v3<QhxF}9)2XoF2)m@ZmCh0QT_eID#;7~9QKv8(8%&>~2hoNHauQ}mJxrWL+m
zZgh0ZK9Mzbiim1&Qq@l7Hu0MkXksAa6`B+AkmVT{{l-KG)HKBwZsRMmPB46uO56hs
zAEJUW)3xg*XL`IlwO_)A0q}#vs0{YjZNy&w5@}#7Rx`MH2G^uXJ|MsXQaJx<7Iq(}
z`}zflGTmGUL6k$gmh@T2RFa#N4O=7YNfc(100cEL4^BtxJectV@l<apIU>cr75<Dm
zc00{r*w2yw`2AIB{{d1X*gpsdG|H_p`d}XFG0)VWFR+~BSCl(n*(Ku9X#DCtciG~(
zO9s!4zur%M|JiNhOP#slwHvQ9&gKVy{-?a@9HMCy12T-YYevJ7cjA;#AAk8Wvf56B
zG;aszVd(;s+D++67M<aR;5cs~Q{#j&r@lfxNx^=KvGGm3q%?Z8+10juV!-@<{<rw2
zMIuU_i%rO+hskHHc`N!1WF*H~@a!@&2B=T$;tpkHq%t}mTts5Ca5Qe4jT|oXs8weq
z>~w2Cr#T=mMDxz_?c2BG22RSW+g|)UKd3_KwXZDGwys<YJQwIxl~BX+*y9V%>^|+r
zWvhv_FFF|sD(4S`ABZIJ6ctwIdFvxa)tI)OT!InHh&iV)hu(Qyx(rnx&?i=~fW+`r
zinK9zmOI#>c%phK%3(=D93Qu;(Usn$x8;uG8SavUxiDbZ5)H?B`zQO1WaJs)EJ+P_
zY4>VKNtwl1UnM?sx}T8a{xnPa#S#)W5#aU|^>vHs1J8DR(@|OpW`KRipBSk^i=XsS
zy~#|Q-4Xx{he)a-Fm`djQOYQt%CKzS4VA^rWE!4z1lS$cwG6`K{qt3mf|H45g(1mh
zvwk29xsyY}F+`<#z)2q4X6g%v@US(n6LPfQvcZTjwnu4^5O#rr9R$zfbi}C}MKga3
zfObnJ)wSfmx9>oxF?STsi*yavp@p$s6$EHhM!;rN7-hpZRvO;TuB<{y53^fk%%KZs
zBUDv?<LC=U5uV8%NoPuqJ9e&`=t5x_6Zp__0J5jPw6B+ec*(A9jaQNq*@(vRdS>S_
zcY+qsq4pgNwW8}dr!Tv(D$n>Od1@>vnD+_VPoygr>K-)}v~Jun4-RntZKCi;VokG`
z?Bu}f+3ih)$g<CRy0UZt^b}Y@O#VS=i0QVHlcsOchF{~?)pT@Slp3RHlI9Z8^->Aw
z6*^tPko4@-qy9?OMPm$i7v`WJb7}>rMy6bD%ZVDsf)`Zz>kzs>f;Z}qZLtP|5)z?;
zLNj_wo_eA@DZ)dbNt4rK+5n9(SgRnMDA<QyR&erl7;@cD1a!<Sa6t?=q5#M2ZR1<9
zc%zJTvEQJB`qxVv9ocG7-YHpbr*5YM1ajUb9kCD8c^f=sxa;1?RLckRmQ@nnaq>~-
z*)|a7G#OFZR{yYk&`3?2dY}YTjZcUAu+<-=oTk9-Hz39ps-PvkdAfZht8P*xcyQ4#
z2SpI)nud58ykgl#d2uatyKD*M^rcBTuB$drnaFd&f(E-bHp8%>0U)Mp-K(*wkH!ws
zPo(#r+zaT0UL?i{Xhtz9YYqiCPa3FqKttQNm04Z~x6q@$(<p{XdE`(EQ)|%yYv|qk
z$-EYf(Wsx&{hioruV0ycyqVF6m8hYCkkTG$KrY`{r}i|~6~}<72q-)!8ycKa*=K92
zL_NNoSoJWGASrW84pZ2Q;(F*M^9Y&I%mewRbYU%BNc2hHyW0urmNw>gHnCYU#aq0l
zrtD0HPrvSf(Z@G9o{dRrE8i1*9dLSC+FCw|_l6l0=W`oWRw?vYX{Y*coKX7csPlea
z6CT>KcK%gixw6=}jBSNi2JZyUHlCNA$mFdK^^LtS+brx<fA)FypU!+98$&hU@5^8_
zTSD2Jg$#?oy5?)0KoWFJ*jHw1tyTZ;`1Nshi{nUO<ykAhKMykmB%SYyJ02rCx6R=(
z^-hX;JWye*3I11kF*yU2#%Ez+MV9zsRo0izHxK^gk=OiURnp@{Nx(<}*{YXEkwAC`
z9k+BKG(8;$tMf0iFzf|1@KGIr^XgZrVG(}g1CmYWmGdu^FHWUoX??q9n)xTT&|F0F
z8SdZx$Nle;s?ymsT6M`GWz2fNE}iSoy8kBAQpf5#uoZ83#Z+uJ7ltSOB5R2Y2My1+
z%w<Egmk7&y!hlp!Occb)G?G=Jexv(W&5r0>J^U)*ivaVbRrWBZFCtc5hM0DS#xFfB
zqlB)I<8;Rp$K@(vSPNkegHc=uzTFIdXBn{Ybsij_XzB-bkMXkebY-Jv<`lY5x(Lnb
zv-yRd@&M2u2><@JZyXRCTww5=sQOq;H<qEa3uxN^4-w<aG(dAkOSrW-snV(n6%{5s
zVvu(_)SLL@=W%3rUV)q#<^jrNdsAN@Lcd9*p`$g5bvnk8q0}HLUOsG2CUOqkq56G*
z$PYy^8=(|pV_s^=l_^@fS2FF84S_g)(}5Ja+M_1ni`p_yu7j_{iZl8y#_#Q+etgo%
zQwLFi9)EihqoP%)rm4qRDFI=`hT0PeiMA6{gr%*}{{RBnB+6Ap7%v|`X1Iq{qUVC^
z>Fau0ZxeJb|1nQY$E+JPpq3hyXnWcKRJ*d37sc1k*Mi;kJka7r>Q9{$=sp(Q(j4}N
zIu84zRnw^%F7~7&s0tOYzlY4(G5z5;DKP1ParzqH+#yh~uOyH&3_uG2C}a@~T|m*>
zi6%s3_}p};&o9MLEOOnOC#CdbdOA6LH=r4r9^giExf4H35=hxk?3oDKOA*e4g{C>_
zSh#FZ#QfomNIRx`FLC)>JS%uNzKLGIUG|%>DFQc5EqshR;C-~=3ustYRW@>jOG`N(
z^lX8`L0hp8cv7$YJErg4`w!rs6#kIN|Cbrv*e0Cd#i~EBAsDZunl!Md)MIzB&w$GP
z3(-CK<BGZWFS&ST*UQ$$rbjp-fK(Sv(B~6OkEcfZV~79$%U+D=w30%Y<`hD!hq@oB
z($wfaFQ!!c!SHxV$Z0xw4kXn+g(RvrV0fd#h5<?;w3(~3al>vYI_arlVdArXlfpsT
z3$mJh%E+y#-(k^)!+u^csV3-BKmYbdON{RW5k;0|7u+1mFgDF3XsTP6%EQ|US#m|v
zkC&I>f@}e5XlKx}{yvG7NZbf%91CYO9HaI6n#H;i3q;Qc@$kVF=Y!2n^>{@S#V4tv
z3fvAhBoJdO>m}b_A}>;~eGWY~%471+i=EZ^2b-IAJ1K=vUxyWGpZvD22RF5&#tqi&
zZE8x~Q{T+v6wE}}%_u=PQdK}*0~me&1$fk=YAx$r=(K2Xgvv7D2pVRSL@A*4X0U;K
zC4RCJaLV^&I`~zRoFGr=|5)!if|w2>@`GdiAy~0#ccFdCG#_PP@XI+C@1m7TL;T-s
z+2T}bz3}ZrIzhZvRmMV(DgfVZbuZ+8KC>ENS>;V?opeDJ??{|bGy1vW*EoY=vWzvd
zp=0Bd{T%crf~cs_oV1+t>EX}|*gFkXPD%6qC-HZ)BfToYmXRzGKS$?VGTWt6o_y^+
zc`Y6Lb%N@`9d*lc!UFy<A6!<6n0;q!RdrGacc@p0&rR01d+2$_jB11p>G<^pVBxb1
z>E|LdkNL)cE<~t<`z&_OuyCR(?~FgW=JL|b-Q6ii9O3Ark@oA!{?QfpyZES4C;g@X
zO2|C}cP}?9_D8*D@|V8d&5{M^x|<!G<4!3$lTlWX!zod2l=Wre%h&h6Cal^l=0Sn)
z7M=+}GD;b3a7iY_M^8UD48WBwN|23T3Ee_W^o=D>Rcd&?OSNELAZ6jNS?Lp^V-S4X
z76mu@#m%T?e+94vq{m%DOf_D{G67kYfkPuRym3edJy)3>_JKkU6|xWE*GvlSz_@Vc
zfKKJue9CCJC~pXfw{|kxCpZS)C&s9cqGTT*4v-%)z^Fnl1C(AZxrMLf<rT)r5aTAE
zj+_S3gr-y)cI12s?NMqMuCO84+jU&WK3w(Tt7~KZx~H@3({R<GWCW$3y$4P8(PW}5
z5Er%7qnJZ&iK)Ql9oaC(?*Pi1AbC}{>nj#!u~02dA7WBYa<`MyMDpnY=>xb~Ee)}+
zEa90NHn2r-U>sJ;3P8P$FJhhWt=Mbsthl|t?)JF>C?J%ZS!E+<fSDL8*d*2xoMPNa
zjUwf-r#ou;pnaKt8<zrbtsBlEaPND3nc@QjPPC4s<$J%P<($046YbnSgtAj3`f=(h
z5{f7g%s6!kL%0(R^Ok_m*0Mf`@xLk$vgf?*94kH*Iv{Mg?q$5#)WR$gOji%h^Q7LD
ze8Rx%Ej)iydVHM;4*QtE3IJY1J{`ub{^`58NKi{%YvLbvAGo8*jl4<>H30#@djgw&
z(CJu-pQ%SYluNr0)+WuAb^R-HJ}!l=tI2)m<h@(ev2@ba_jgL^)-@69+z{QxG@hDX
z65c~d#0-!+jeI(8`01{`)UC04jSczo%a<;5IF2|0Nmr^>F9d@AG?8LP%d&gpB8$H@
zN94H$W|ri>P`!4$2v(67*=1dPC&=QZOtx%Oxopg6#vCYCBF?qbU&2iY8znVKqu75R
zB=tu9yKneg=L!5aVl?>I$;V!=FL7Uf7GL@cvHAgx9c$4moLukh1A&H1OtFvKf_FS}
zgH~_*7nC;&gp}WZH&!ief&IWeGHT%xodNG)i$#zU7tYYU!WcS#I;$LA^fPk6OLYok
z>(Y+c!WfVPbhkr*p930PiNSW@<XBsOCaI=q<KFxsNwCA<5`#Lz_91i$!^FSaK`hxr
zE+3HV_)`vfRm@LsQbNhWBs5Bo+`<o$OT;ko3W_3Km+Ye$S7=VRQ#+224am@tW9A^i
z@iW-G@Y}T8`Z?J%yC2Cp(a#s0>66$Dxyh&&g$i6uZF*vIYPwg@JXlU}Z=(>j!~}H;
zYGj>6P4@AlKI>jwa!C<&nM+>i#6ne7`G6w=TH;9^0-NsfbrecGDdj|*?eB&rJ!m)M
z>f!vt@u{q@PivV#IzqpB0sbF=eZvQVS|CvLX6Rb<p@8N{q7wa(f@9o&gJsb!T>p5b
z>XcH(c74k>BWON(IUg`yIC@+Xz|?JMm%_VAvCl?M5_9<SraC`An3`Z*<O_hF5K<C*
z>ri_Xa)^hUYkB}0x**59(lP4-5K0+6^U_`EfRQGNmEzNxSt6LY_CT;l#oWg4{{=+M
z%&y)INfE4Tno(wt0dChev`_WKDLR4GRiiwiyvS^rQIwl7!$9(KC3?>NR-w`FGt!w2
zqbvzY>GYg|bfj44ZaZ>;37YDQ{vF^mr=~~Y0&=kr7}Eq&KdDA($sY5fM!Ya-I5yF_
zS;kQkG88%k7_0;s`S5mrVEfv@6JFXv*iip8b=tel9$5%;!OVKzzHU6^E6ej)uYRd7
zCWnC?eDBHF;((PNj{s${{c*=p8E1-Y!{4#?A2Cq}^rv)%*tKkXDba<_yfB~oNCdkQ
zZ%DMa;f_i&!^%??W#2~k)VJhED7;oEz&D_oCgtKa*<#jbhDNTHmXv4J-4}h}-_B7@
zySRezIA@pOWX*clTk_7OkhT84-5ON>k7-h2^oZ4<{pw6e0G~biGC@sJ{6%J>B%<BM
z{oJiPcd)$7O)X@Ao{ILXfD~!5kGmTmv}1W^`BlhXLFNJ!aAEHQlvMORdY;H*ZaqcN
zgBYcp#X%jbmI~s%r*bVlCuPJgYdP<6B4X?BLf}~|3&k~qJOz&8jti35(hB@tyrGWZ
z<B_qLKNZHxNvpf4;T&bB{XgS7)h;ENG)!~obTOvtR8ralnfD#fh(Z9s59)Wkt~$Az
z?Dq*$@=Q5-b*B~OB>Yroo9a?7TGpOgR=MUp6ASTRzeX&2iO=BGM$F-&OAIi5RKG@v
z%ydkrNAnZ&djxm)HRFrEf1M*Mt0d)8sBthbl8whA+*|47(V~gL^|jB_#xHx=SHTAO
zr`7>X(rYrS15COtdMOM$%)IIf?!`pS>K|JitIWAC7O%6BkH6tl2NTboyM-*-?&?@h
zR>gU}{q)f3yl*tQ`UYSFPn#@<7m)CoX&jvnQLDDIR;Q^tAH_t&XV0(by3ev-)-gTD
zSatcc!D;#R>kz$jFU8t);IeJ9e8HuP?6F_;D)!rC>-~E1hMVOHE-&x)SEL0GI16^}
zMVzVWR;pPQ@D{}6c+|YCHph_IDH^x5-qZuIv-v9a)LP_A_w(Ix16k6VyDPnwnH&a{
z)}~}*#7*01nCozreY0}L^|H!`PNUD@yuqt&z_mXK3U3v<@cI0&N(zlV3uQzvvs(yP
zy(nLL$5DP185JaWc3xhE_j5l58%M1^(0m#ak@rs~;G9l!S-oY=jrZp`*)vC1$4Mbz
z|GLRlkKCNNadFX-gu6YE*_$Y%y81$=*@U*c@`RP)xBmgU8V>`9JeE(<b`z^>Ay=$!
z*I_2|2akC6(U{D(8@P%Xn{Ok}u2Y+ye$%VI;^8l7S5v-4nX9~ba`8vS{Z{#WnF)_v
z$L~S5X4kSF#`(Ghs#J0S$$Fm>ZdR1(Um>QH57+#9ej|<lM<IA}Dpf`x1z4@Ne35E*
z4OMwB!K(BLq2kX&CYlE-I=UuA#vHcv$(_9Hea)i$(`;_)sE@o5GM~DmdJ<o=Jkd*z
zvN+_WNsbSd*-Duf{s*A#ezX9E(5lgxvMj5Yu4Xf~t0QXBQ7!D*?GT0R<PMlr>kC;0
zEzNLqRZ2*@REMT<ywqb03vr7=B?iwtL{0NdQ~X9jH!hh}2%^&*^mP?PZzhF+;(@!`
zdz6`nNj6t;X>20=^Qv0vTPq7Ukh|}!?SAg8D7&A3>3N^0Cby#0wDgtZTE8ou18@4O
z^K2}2>CNium6$Pet$^3_GPHD5w_jUSlplYtcd=(6I0JPLO4d<C>MdgW+$nPYPephk
zWwL(wDEt#Ql**UPjEk!>RUYXp($A$=EXJ=%HZBc6t+upSnEzbD#Lv30pleBgyH|Fs
zyQ`C4xi)ZOfAFX*cTL43rEoxay7;GU{`ovejmJCf>+h2H3W$#S#xF%&&Z>`mE;6ax
zzMJ~wj=+66h3iWxj}Aib3`g(;4l3j|U$m>3xFiz(G|_HUX7WYF*z-a3myMc4n+wJg
z)K`)o_chln8!92fKD)lU_iumB2I@6pTVRYuEU0^$8pADu&Dtiqo0}OQ!O8(=sTEib
zGrYbcJ3AHyOVc?2;3^@fFW>l<hQ;TSG9NsqovC5r@s4VS#j2U^O-aTyqkB06XXDM2
zfbH@XdDFFZl#4Ic$sC^_4;&qRqPZg_iFVhqlyS+Zaqqo}m+H42Q<CAZFddKZ5gWa=
zm-yww(5xG`{=}t-$49qQ2U=d+ZOvx8-@m1B)4RS^A@{Nex5YB5D)7eP6N{hWuT921
zfA-Img;49Pei>GXo%y14C>_Pe%9iddI6Do%+$Q!=3q9=~6*iyv{0FdhS;DQ{wucXe
z$2fj4O4N<aaP2m(L!f;mmeFlurDA<XJf)?Rvfg(uYgMCB8+QpgHBa-0)e^#lSgc;o
zEy1#^Of<VD48Gyb@ODO-UOZgwe(y90@(Beg_5<fL!nRG~;KqeJx!+`RgO-i6nJ{JE
zMFVEInHyj2yW}15`W(0mwp`^nxU@_i2m`^`^up(&)#z>^t)1<~U)_Z!F6go29_sA%
z@{4e1{}R_1yl@8}(d}2^K>8myspxR9F}0XE`oUg{n4dpF-Z;K3Tw7O!Rkg9%^V*l(
zTc)xe?12vF6!0(1yvytO|BSyK$F5qG-@@rCTx)T+zEpoUr8=QO#Bm9BcDhR14A@Dt
z7f{4R!(-Gcrc;y`gx$NSiyoP3ancuYbu2PQxHKddkfRLm5h_=`TxZ*V;V?I@)iCy?
z>ZKRxdMy`Hq3V8CCW|zt9E<#}@7D<}>)rmXG`TlG>Dup`izo5(2A`A=pet?8JwJoy
z6n=u26{unzZE+Fjn|(GE`lnQ4wpGc0QoPSwn||Ezw0Jc_`SNKfm-V~G9^=!<%BrK{
zG{{^}#>3*kOFY$ZMGJB8y7ycg`@ah(MhADQ$7>qR4g!YrzW3ID`84+H64~x%zwK#w
zl==1h@BUQ0H$5l6I;3;q7cBRk)eE#)X3Ny5##5$7JL!6X$I@{QHg7I&bDhIql`_e-
zU1iO}RZ;L|HFvFLNtPV<`f_9$?|u*qc9&}8_IPlE*d2{W+LG9OjZEqv_JH)|Ufc3C
zYh_zl311d6HVdtT;T>Mlu7lG1ka}!h)Ag_0jeiIDEj#UsWp1YQ`>8d@%uL4cHuY_M
z1Pvs$!<4+*^QMmTjC&UwdL+1n^x@t_#~BkJph`n1KUL^ZDWJY$3)!AXZ>PFW>i(wp
zMZ<&ojzoEiQ3zZjjvgI^><+Vw6;A@_?NNw+zG3-sE!Pk}qFcW3RHSp0qEUfFK)Tou
z&VNe2@C=EcdNKu)0Ln2vtm3rA9>P=z@QszIZR%5GbB?EU4J6U}gqerr8R0<t<;4$5
zjU0;uxcJ(5AlKAZkU(owxX*_<*GVCUuHmT4AR6E1VpbPv{B6RmiR1m)z&7?%m7+)U
z;>HSN(uhqKhDo-_{b(O$h4AeTRn-B`_MR9`rWxY@5Lk|y;eWb8Lfqdnd~^sm^Je?@
zV|-QmrVmUxx7LjZ1oF6sCN^2`JyF)5`IbI4Z8U)Z8^?W)*$?7xz>r&`_@<CU`wY>D
z%9Kst1I?V-i$5$;)5AD#Zz_7JK%G;SI%51Hs#{z!4@h}N!Smop@qhu-mBc$}z_j)g
zCX$pp|L)(MY~9}rD4sb}22HGK2<<id*l9=8Xb_6<Sy=2nIWQ2})+HE)@C)Rq?6v`r
zJnn#?A#dZ3#M{P=^8y`Er?41DP`7^5uzPI`636$O`%K$nM5Ys6oUtYzLk9+>c`Jfw
z%QL|$yLD-(&M^r$#w-Y8x3dr(cGV~P%xj>}Qn0*<ei~MlRWG}J%GDxtU_cyZHS0I)
zR-61-0@%$pr3OsRn^HES2quz~=!62Oq63t&-~do+jZKV32WQ-={ny7j<`iCWY|AM4
zyZ$3AP7g*Z@$XU7<_7X#!<i-lE_5QpoKO&&-EAW0m&}Qj<>d&>FSpy?Yy0t6GrP7)
zn85`g5JO3fXDE4hDH^$T8v_lQ_6sF&FC)G+Gsi0Mw{~^o(v)3Y_okNeqj6H9w_P3f
zKkUGrre|Zt=Yo(t5-lt6;M&O;E#CaHNo)){L}i<g;*bK_VL!6(1ME|OgAM@&NLd9%
zfCN9vFpA=`p&jcRD~|SoN}-gbLG5)Uh}ObeS+(Q%yN~liepG=j#a^h!tFW(PWfYN9
zUhF8fZ&Z2n@xSHbGh`!uvenKxd6aRsTW7u^muzf<)P5h6)XUHAwqh5}tLJQ;i?00r
zB4heuiL<imJ3QLp=3VK-r2Ew_)!3{5YaCb{$pqHlM_817zEow7JB;=a(T~NEuHb+5
zUes3%k~6(MqVAe!37E1sh;Xd5kYpOrlfgU6!Q-C^YhwgOJfgajU!CYZ+WMgqpJho6
zx4xkU2ytc`@#?(E>Qx`7-h}76zZ)cMmuQ(H=iO8fD{rzYuUdXcl0i<bQRtItX32@S
zmS39MS)}bg&P@`_NRBq(V&2v8YJ8UXdI_hC;6-;gSi>iyqL~t>QJq>)H{M2QE2){D
z0iw_;f(UqqlBW@?$yH60??nR``@?+$Cg<Rde^v{fdd(Dp8HECo_HIV<@-sN`A0y7*
zx&aBDdQhtr!oS)4rcemn{o~FAdp1RHvlFVm?hjy=SmOp{3;ot_Az5S;72&PUX0agC
z%JMV8(eOwNL_gIV!s_jMZy=iwK@@cs<crf@ac(V&R|m>FV4R!h!SqW7ffLlx%$M_b
z2x)A^*B^czWdevF{xx&rf>BS3?oXzuUj6&qd^z~u^>Xioa=mhStIUS#8+bkM<~Pyu
zUZQ_!sE63PMY59LqvPb%sD^u?*$XQ0<#wDvy62(xHcFWXY-BMWF7l$>`n+U7pj=hp
zWm7W?b|Z7Rs?|43Z-COo<Hd?!WbaVBim$8vKVOzsm7A{tTBg$C7)h=~e@<^9Oz|~P
z9MH>Yh48ih7UPpR@=Mbw&p-wL=nswGUKM$q*c`YtTz(h9B*L0l_~&RU05_oV&?>94
z+=MzAp6{>mkY4F~lw4I%E%yu#fq^n0DP~|sg%6$6+TOJs0YR~`dD;t7IL{>09?-d5
zKh|3NyGFfy<9Ugrdv!(H9bZ*}(qp&uxbdpv&<f7WcBWJBJa=_}?ogW5opQT%B(|oU
zWzTsz`a|YXvW;VVb|xu%9{g2-F6Nj$<rMK3n;jF0RA=VfrYAz@QUg?m!O-cJg`SRv
z_Pu!2-kkPpe!ky4J}QlcGmQTtGuk0a6*#@0!`khnI?VFLxxutSE?uHGIlgJ$z5}!w
z%|7b`gX2=>mZmz7lY1EzN|qu<d%Y8~**dteEYSjVauDWqy621f-pw`$^!A%!E39DS
zAc}TsIb0nR8Jwe3sJYyBnC<J`+kmMyD>_8R0*T=(K;47qhv*EgVXoQQ=rdh=8ylid
zY+x@H5*6dR+qx8=jxcVz+4fl^xs+<O$@>p?6dj8XAftA}`Vu4kYNb4Fmj;q@ra_cR
zQe7T~iSAno3&?JvJWvXOBIfk#=5$G{BYxB*`erba)IQH6ykI7`0kU`Uqu)lZc!`1$
zqeNm`?KYGo>a4^Z{xOun!^_dqb$I>n;(vhtdGNZJ=zoCSwqc16Rqc63ry_<cyUE*a
z!jTNfnqXh@TrUL|qj;wBby%qG{_IMX(s>F4Fh!r@_3TKz_b)7_d0?=6l!;<w2K_*A
zg`X@jG8I|>0j{T>B9!^FhF9$RgN{3=O%KSh#}0zE{7E*GK%PWQ;tUsdZph_9^JWYi
zjoB}Lz_$np3TlTrm=Hx)fGV}(Qei<cjJau4Q1&c>{zyVJ=}Br5bAT6Fy>%(4@2G>B
z`LWAnS2req%L}cZzuf7Bb`Hp+*%%HjwWEDqKY9xvi!CAy=Yk+$;K6h(d^gbvESNpp
z!bQ)c`-0oiVrliM6mO<pC~s$W3=rv!YuZd6m|;ilcHcAoaq4U(eJN8xx}2G(sqkv9
zJdQ_mbgIbUgF(IiyKt8jNRr}_kRIQTrP%T?X_tQiXF#_wi<Rqo)d9w5){A7MrQKlo
zGR)3B79|HECY`+IFFn}V@elKy^2(o*9l*Ej8sTJ+WWyG~yzuFUeNVpzP+J?3e9kmA
zt=Z%=gFJAQHJobRL6&=F!LGvgI#$ATEJVtF{A`?BM^S|hven9f4<oo*$u@xkL#Pee
zW`|L@<PPDN{U;w{bzfaicmg_$D*B`HcC`3Hsf)($V}qn~8b~lGaqZzV?O$1Q<<Fp%
zZwqquiVj6Gk1`4LJ~uRT<&QKx^+(g<b9s%0JX_L5yF>;UJF(g$3nuq2p2iS>1M$Bj
zic5WdAMxcz#)_r)<Qi*VIK(mtvC^DowfvSc3}L66R2?At_IV)cP5m$?=lCtM&U6%J
zDVhPlVD#_rMMkce^+0`aj_Ab_EIKWilU~5i$|VrZjRFxF3G)2XSaEydAXTwe=TppL
z6D#`TtUrRg9SGQlcVvKk_~r?eDYlR%Wu0db7hWWe4)2}OWIp+xVd}OWKu(Jl!Ni>2
zzDfXhwbghFP%#4QK3*`_PL-x+R-`ZK#9NM{mkvdLU;@ekwo*e4+iB_0H13J|vfGCS
zl68}r!()O;n9zt^<+vBlz;2$@A=(|_(!J<yvRhv?Vu2L{F!{$snrHSC)#X)k^hZ5P
z0mNUpk{SYV)rwR}Ev}>V&M!=Y24d*gL>s33!G-n|gdF2JOoC4N%t|?W^Km;J|8rGs
z_?k`!1{(-3BO_gX=;^v?F~7krk7*)<$17nxnk(B<c>>LehdC;`v3)aifx2P$Ng!@G
zR3M%L(`Ny*(0&I%Of)%XKpA>%&RS~C%>Y_*`_UdmnJ5KQGhke`3ksl9ooCs)OVhFX
zLo`Bis&g#~fb0GyEY1|4qZ;KT%j!b0lkh4OR@+4X6&N5-v$>JzzOSbyXB1d>Gthsa
zO8zFe-!APC&5)dUhD97i<?#|G3xyt14(0_CDfxqq83CFuQPP@8+M8a%O4*4rU!@+M
zYzt%bl$0?h>=L!8QC5>VoB{G45YX3}+*WnW33Oo>hp)SUApvvC-<k#{A0*A$8-+|6
zwK;yEO^GKCw_Ih}(wZI^+~EOVQ6+2c>vp2Pp%5S-f`eBXWw>O^jR_52cjo;FBBg0U
zStsE3n}SHPvctBRXt%#N!6B8`G5&Y3frhSp!1SL-XLCEOjkU_<zL2c106RrM|Gw9P
zGITvM{~A4a@%vmaCt<XlfTGI~e^bv{teyR#QzNeri0AMU{N>(mfV<J3MKT?l%_=MG
zX|0%zo7>DA35hZPJp0$(e(kP{^qOH`<wHPAgpz~NwfI$g0J|*?XK>Loud&L_1af?L
z$`E$`g}aR0Ma5^b*SMeGzd&j;c*>;Z*+!e@jbwQ{^YNhTL+t3~(~CLMnWN0%Zzu`*
zI*g&vRYg97vk%1_V2*CkRPzhwtBcrW(JOYh0&``XCRt3(s{V~YaOM@ZBzbUK$?GZZ
zY~nQ}Qe61c4}iXaM8`TyBue%yJ8yuxl=nxq2A_akUPr;kGwv2=%@(ZU%FW8EC1vnr
zrz|7`xdl2K&BX-rgGN*(x#}loL%4gIbT}X<xNOyprbe$BJr($EHBEaa!F?tFtKV|=
zH`={;#_GEI(v>C;+OxAHfKtFkDb;2G09PjfVB{y%vnScx78_iKQ&Gy`_PQ80fJhtH
zIyXvRn0aQK0tlzjz$!z_C!pl_GYmx8)lmsLy>}igwI4sE%2106Uy`y}Fa+W3$sAtF
zloWsM%;yFrHjyQI4!xr_)%Sq}$wUqjaRD0Y+>~A`I1knej!L}khvsV%={it~-KPmg
z6{5I_e#qZWhAV5PjlNpA4R1O#()hI_H9n;?EW7?K!&%rq4USjT?wNBjG8dK=S_maK
zYjVb~W83-XK<tBaQ;(7#W8-I0bApmXdYZFSnnZyQu9Fw^4~V|TG$De?UZW>T3oz+~
zb_h_169)f1Va3f00VG288vOzEJu5rGHW(!bB)Ee*vt;XvDHNn+!t0vRwK+S0Zl=ke
zg<!oqYjPp*Gb^pf`+WrhyAY#@m#@xjVRanr<EKCr;}u|75DG2TCl!k@kP`x4Wm!js
zasony?!}>*sVknnQ=>SNdL$@*o=ce2xF>Y4qY36TX_E~cQ&GgV?$tK&E2%&kYl9MQ
zB&xUJiuz_i6ufs%$OpPG0&I_FNa+s_gWJZaFO95&(N_q+*4Ef9G76ri%a{%<)-c9%
zt8CJ$RD_B6&zI!RvUnb)SJwb8tmcME<E(f`7ssSm8Sjjbeb}lPQ9X~d_pNhdigRV|
zd5Ea|beFNR`R*YmW7J<{^(H-AdvD~EMtDZ7?m%v-R~6lT-0ajc5-M$xYWBZ;a%^TK
zKIZ8{{v9=q$KfkQBX3JB*t3*jHH}P77BlesRRzUxY2OlU<L=zWR~jXY&;7byJ)EdN
z_aYr=RWFFd1j^u;l`<vn2T^QGT}J(v^Cq&V$lTT%%=NG0SEZ_=VFXEwa?Q~qFc9N$
z?i|mTca3Ye{Pr_(7T<lV@sfsi84fTk095H9ksy$*p5JonQ~!$S>}%lHgjP+$Nd=$?
zlynE5PRK^0T~n{fPEdYtL-)VNf27$_wylrroP&je%}*9gC3jz|Rxaqu@1!J`M)>{y
z*>~Q*In;8((=(-H;<feF8~fC?OHRrC_in77w~f^rjTvnEn!c1L2y{ITj+TR}A`^LI
zx~|@QP&|=c>E2WDXk7V|T=})Y9(yw)RV6mM{H5m&JS=^pq$rIY-E(IupVHaz9zc5#
zB#ikoZ<E<9{enPRtH?DswM4zSN%-?fI`nPzk7^@Hq_hl+3_=I}vwB<bYC=u+b!<Vk
zdk)@O8yLP$lY=!@yY^KHeZpVC<;E4(oC`ihpWHci^p~2BC=_9&EH<AWK6`p!<B=wA
z>Fb{vw`0;5leeXkQ~ep4t6wgA@twmxUoFpSSmpeCHVd#IiVvMV?Tql`8Q=8Oo$<V3
z4WusG#yz+D!DBTlQ@F`-e<a1}T$g+KnyvdMV3C%PJK-6-*I~e(_manq-hp|sd+tk_
zs``BWwbr2PWxk+yT_z=ST$c{Acy8q@CGZvEqMr!ax&9;{eY^K3^)zFwFWLP+!1v$O
zR{d9Y#$xoDrB`0o*Xl{5t$_X+lk|N_jYi8==`pK>2+I}AjuK(r%o+1=;~1if<dwSd
zPcJ*9m1N$Xmrk%+TX4T{L%x78VlI7U2oZwm`jm^CefF+wlJC_0pGD}oA5wiiJ9qwF
z4OCO<a7GXDEbX8Fw(+98rlT%5>W#;rr#$fv<4xI_b-Fx-w^lt?m9I)%Mx)LnU?@4>
zMqTt!?KuQX(QhY4`b|*|%8zQ_PW3M=J1NR;!AblCDDm<0qb3$FF?8R%?NfXF=ou#S
zGy*o7!umCbRHv-J8$ie8Fz6M~p011H@297x{;3-kN&qb|iAjg?g(}f-roTD06lp1U
zUVp>Bn6M2;W*B%8wV`I#Rc0L7^Z8H(*ojz8)HQUoaI)S71G^30w^MqvV`^2k9vMXa
z`1F2p8a&NJ<uZy^)iv#%%vPE29Xw9VU-!N@xWVe}6^w~Z>;*3AD-#_783Y=WAArzT
z@7KdeUKNdbGY-sDtshUrKz9S<)j`bNy=;g%oyrSG()!4Zbp@|s{_}0TuKk<B%p12%
z{+hOnMi8HluYLY1|DmiLS%t<8zB^})?*(Lg<UhG}69I&n{w6JU>GLj;;P&>*#OA?8
zKK{i&JTLs;9g+!OE+uSUe@^(aDs$;n|H+JQ(1QZ19CzdH>+%mJB{0E1y&`h=pAPHq
z3N7+X?&gIcZ~UU?8lnBCua;C>$*N^}=H5aug_e6o>)urP<Zl0-kZxu+m5^=D;d``u
zsCH=ZEsyOCP34Lp&3$XF|AZJ^AYyJ+C-byC(8}uUwK8jiR7$!wNAc5Y1HY#^GogN*
zXn;ZOlPqmYm!Hf#FaPM=yH*JgL8I3A4Am7JA?Gjeh}Jdchc5LTaV&?mr3wKdICjY^
zi?W4M-KXZv%Tg^iv?$_uo=ZHnqpNaRrRDa6R3vmf11ycaZ~?~}#1N~9%xtsKVGd+I
zUQLGg$lrh~(0(Q$BeK%O>nSGK;B=2w0=UGUE*MqU;4q{oq))vqCjcRI8<v><?psIN
zi?$cg)o1o{D05)7oGubuU%P>>LE*hSW4{J<?+r&4a_F$H{s(ZCw_WClh@+Q(5-$3x
zSV%g0mDcK!c%{6ieEg#DXj{{FteMC8x?5)qI4*1C61A5Dq5BWJ139kVe=YC<b#kZl
zpl@4ZfuF|hKVpn3-sUV&f1AH1Qc?4;p(6S@CGhmhotkq0`mNk|+a{;})q~F8O|8l$
z_jCU8)%CDXR~;wrNAbsRvMOmmfoh+u^itC>U<oQ_*m-O($l<}YyGp`#eBVw)1j5Br
z2CV4U%dR_}lX;%qyenf>D*xtHiB<mU?hVC+5dSF2`0seVMYq~8P3}T-OCthu=((gd
zC$E(3faG15bY+I;XPb~RXFSZBJoT3R-7o9<&&x#5vkrl0sbvWb?U5E0#POnsD`k?M
znctdIF7-ev#>-yH7>t&j%_@s4H(<iyKR7&?Tz808Yc3hTcz=a#jycZ!T}G0tiY(?G
zrT$y%V9_gfH262xoE%{A_4Cu_$K>CEWuQvy5&}+FhI4~t6)26rVR6g!lXui{Yp42!
z&sZvx5-Mm4+_iyZE(}4n+aK=occdB8u+)@~$?wgUj@BN0IIPf^sjIvojSWwWdzUGA
zV?z*UzJ}M6xo{C)vkKU*z5v0(qq!h1VWTWNhJ7N)V6}O$r7~9Y&fzyHXZ6-)ClKe>
zakNo1X4;Pw<=M**<N_x}5@*G>P~0PG*xARZ+3bzKeM6Iz@$VpgdHJbcOd+Tlc#qeX
zbL((0Xffb0NR$qdLmVhAO0=eW#t5@6=+rUS{;P9WXWj0EwCD*v(k8K<AptQ^*14^|
z4<juz3r<UsSY{>XBp8JH;K+8_#1(YduzbQ?2~pvVaCU5P(Ff5D862D0c7RC`d4+*h
zM^DE2L5R$2T9XdKUN11WOcoZHhW#I?H3rlQ`4T8J%G5`?j}jknhKZ4kPCGMT-%i%~
z*g#0VKM9LSy0ev(9i@U?`mJY|gLG9&BxTpPapKVJSe-?f1B|`5Zn`(8waGwm=v%t?
zNFFvj@<IJTf$(sS2o2zq`XU?2X*-vlU)h|*gu2%R=yCsG0?G=dkx||f?WnmB{@PU#
zXEA7&@8~~3k6ZKXFjR?834SP&!sQc|NO0K_o5|L^<4K<yiQiVO73R$+q3K}0b*>mR
zAZMTeLc;!rGfD9?`*Pjx37wfpqj2^RUn@GJ9I&lB2<JF5lGc6Pf%b)ylY}_Q-aG-p
z{PoFk6#<HD#JB?kK{e*k^bMe^18<DPWK`ts?ynmn`;1;jcA6esnns}rLD5cO%R5|L
z!E)*X4gLs!)5DKw5+ghAo*tSWk|yzs`Pb=Vao%V-cU8?HExkyS-Su1XJ1%>Xa(wHd
zN$J6D9Mg6X5X~ixb$OT9bAh3u+vIu6m$J&6=s{U$bXpYIr}@*FmzhBWwoKGXvee^D
zX%8?SPq&C<$C}HSQ}tjtBzQ;;Ey8cGB$GRoo9|GQ9K&HO!)5i3sj>QG0#Y_-kl&Iv
z3CNVdjZynI%(sp83GbemZe9QrsbmpvIkQ-#o^q*rq^sJmcRYyCt6k?b(hUP0*v-76
z-34s4uM_q7$94Pt#KrX>kq(vW<~NFW>S3_gSCi9p@DH9?Us>Xn0l!bF%8?1|viXjO
zNo4+_|EgN+>XuHRo@y1O#mchH5V9?YD!2sS8%L(;SWAb@gMVslYOGG_Szm@2Kk^3{
zRg9M8<|STv1vE%-0FFf{DxNi~PSLILJpcIB{>wWSmEHz|%*Br%&o|J-rBCO)t*WzR
z)4OG5WaYWJe#5bO5M`IaO(mshxwh~Tis69J0=Stm#+B2{x&#0K1W3xPD5;PE`)c)>
zm1#IZ5N0y+w}XLN<95=q^bDH$O0@;kicig*9gI?Y>KL|wU;L!aT(rt=VNoNSIW4Fy
zL@FTcPA{}&i#PkohD+~gAgC|RVJmg4k81ZQ$!U9u#>gK7b#izekGowqT4?(G!m|J1
z17vqTwO$IdudA0sJ#A?0w=&ZP8!bj6(smogB&y%?h!`4=?5d1KSYU)HOwJjKT&Xh<
zf>8E4R(n%mH*^LG?o}IxP;VoRX&WFfUAdtVpao&hxTUvXSq}si8x*LU2P-*hV#RKD
zG>PudrLj7lo^~LOU$Cn;s9on1h!Ir=b$3oGx^UB3jmCheuMAd^LQV^9Iu>!2I}G#4
z=Y*-9FAb0)C|Ju}H-MvfODL&<1li(y=_U?74AKDGIGK;YEDRDBV%B`X+RaT!BF%$e
zn_8OV*JRua{hp-hUrBmV?4Kda;g4kIXY+N~ZgVe$Ugq$BT#piZbyr$izUbj)Ul0td
zllWxc)$E(D(nVyX`ZyRw%#lKSlGWo=4hzKoE}(X_n4!LB29{lWjqV+{N$%df=}?l}
zI&#uiTFs%Dc1<S1BN~{2!``%lPUM(tyn4RHP$Ns$9>f{1$s()D&wL8h*Vc>rnf|$y
z)wE(Q)1gxjcpr`@lx5QH)24Qv<Poy^{5!;YcdZ{U-6N!4T$GOGF?jp(bDBnx%AccN
zR$R)PZ0LxXw87=dn}Kmp3*5VJnb?JJ5cQ_IF0z}&D`KIfq)r-E=uGUiKR3!tK|-X*
z(I;2kE=SN<r<w5m;uhezT}Dq)U-mi`((tPMY+Q8_AcHGKHc;V7vR0IN@%4s=366}x
zYf<iIQB1i{GirUSe(3{xHduziMluwL1A%8n;J3nLPe6dMx@vrkvZjf`-#u1hw~_g1
zposM7mq!xRHS*^-1r<*v&Flh|r)XvA9IR3`Yy#`N?wh~8;m`m|_Y#e>7*I!+`jx@n
z)qTLf2{dAzNG*<W6Xa_Q02Jm*Tv%6SMFsJC7P_}E`zqoBkbCueNnB)S^_^D`lF7)-
z$YhLX2W46U#&RHwct8{G<4cUnWA+W2%x{;Xn)*5vcKfrG_`rwu(G)>dv1=xKW(<~1
zC=jK3(gz|>DTSmFwu&{&Ek8t1x5{kTr*P@D@rgF<O;bKC+$J-czOfHXQ(biw0|wjn
zQGMjuzeLE9-mLf6Hu%QxM@bu=ysc3}A=;sf^Zx-p{0Gp!dQ=Kel_Hd+oHmeZn}z*F
zGs*#()rOe+<?yNu0usP7UK&sK=Lq_LS0Y+oMQF@eM*QEAh)n4`Y;XP(w?+pL0OjOD
zuRAg<MGyfwwCMp7btCtl<geUJ*|A4`(M*4zKf3yGv|9P`yR%2#4^0`RZ{=Ef)vF<@
z&n~&fnKawvW&m;5UOoC2UCejISmEnK9D(t{$~Hj1P?=ihJo)1iH8ATHtJ`WpO~A?H
z^OgyK!Ep!=-U%nej)hs(GHLmo_xU(zQYP8IKQ%TDhfT4~$bb<K@vyRnZ}6_~H*v^6
z0!%k^Up*YXH1ThvX!YlPNyR7HN;qTbL!<ShE1$FxrWSS<$^9>iyOXN}T$^joiLZ4j
z_Q#(0FlachntcPG`77EuCPmi92Ey=*49@0}`%iU4EUg2p0M+twH*_a*L~bWMtj;z!
zGiP!4ig9{lAjMe~cD357zU*@&VN?(Mpmgt5q^!nyBJS=R5a8@>L8!KjDOwe!@E4jr
zJc0Jtam-FfI6F8T>(|CBDjeQcGf?mh#Ge{E27WQMhTIkJIa`L9`03qiv?;i%2Q#h+
zu4~fXM0@WKOe60!qx9oigb8}=&ApR*Dxv`$tZe>%5#=3;Y2e=qDk+d?f&+64M88%b
zJBGqJWta+6S0>IaNIY-u&{1~qgLr9}2KY*~Isf?pQ^smZ@a-VGK4jOYD4{(?A&+r7
z-#S{njb9n|(G6dLQ9+unn3QEdwiagfe|`*15ZO=d1Fmm?qy!BYPO`sEWR-JMU*}%h
zYrbHB3Z2AG^8#+GZ2rkfi<;);*W{&#prL9I;>WsdRZ?=dS3snyYVW#}Y29xetS~ne
zyZJ%N4~$9Tbr#s)%$e?EfD|E*_bCH5?QrO$Uiww`7Tg^2HWBLMy+1U@mxExMlW;s7
z80hLtjNlDO148B!r-^OJ?;%9wjA1HhIsCD|rGuZ6CZqnKb#a9X39q9(h+@FS=2V*E
zQLg&+Z}MzR-IO{Z%PO_&y1DvIe3Up_IQO2gbY#wuLIZZl6{pO;L7G#g8J<jqZKe@$
zB9Ze#A^T0qZ}it$)^%dVVTB)=Yxa6ku2_@_0pqe&2Ved^ptsvHdF<n61aV?j5$Ksi
z?5Xc|YKn9(PHAtuk+Ye@A&-4#yn`g1LQ_Lp-)gB-3ZHp8aLyj&J$eBBKU|$>RMP$b
z{}E9kM~rfWgOD&SccJAr2N-TEFEw{=oVjx3ED8502uGQ_rG=}@9pXr>)XdayrkCcn
z+}V%so&Syh9q;Hlp2PW^H=p<G^?W`ag&jfaIILz0x{Za$CBA1Lg=8C;IrlX2+u9an
z#<d|~V+RMLL;>-f5KV+kNRS2<SHwb@le2ij8);+i0x3ONDEv6~lOC1Q6;Y&uPoF_0
z05A#a`e$6+vf`rr&STmVp~~E<%#bKs<c`!A_6X{@s}$~Vo)<lrBht5^9?W@Hf}}cR
zF~ak^0c1}5BCWgSGo^EWi!#-%8c{D~K6uBpUSy4$@6?<Wn9><Pnl1F656C%!VE%`f
z8UT~Kc6X&Z!U~~@s)f5LjXP_?$_cn>JR^s}Kbj*k8^Da5%E}6f0F2Hrc&W05P6(-A
zewp3{2;Ym_(*+@7da&yHqM4wSOasWe!5BwRHmTg9gyz^6v)smHltsJv8YJfcTzv~s
ze~2EC>y*EMoMRv^P>!ew6|N`gOh0{+7BdzO-%^l$WKmr9opkG*$t!oL6>&1Qh-G}^
z2RoXy`CXD>HB_~DC3F#R;YS<rDTGU2a<$}+ah1)(sftZmG6kmA7U$=t4*R8~o6dbV
zA|+l~m>w6!CaE=NrvG^z{EGe>=cH$<<&$~hi!Ybl)#B5q=MshLU5*{QO5Vf&gJ0Bi
zy7u|`FP}tn#~xy(W6pm(#HL*8(yc&XPE<+KOH>?#+~V}8@!h|MR-%EAo3#UowUTvu
z*`}&VncuR8%la7q9#&fZoPGV)`q`FIp_SIDUQamp3-!x4T>|+`vQD!cL?A&RA~3lE
zTAUQUn6noqHQzrIHNWnejNa|;$w$J&$kJl@IWb$*M(lIbpH)MNwYO#W9wrpNdmQMw
zlbxk_A^w;G1{km9owR@d3Ql>9=cAdtFawMg;vEN_W~Lx`XO2f==qWv9Dt2b5qku_8
zArk3sFmeiL)z6}xS8x?V#n5e~VB9inar#VG$buA;d&0rAL7(5S{HI1{z(TvWQiP_*
z*G4r?mRXTbk=O<K8;nQwNFJS6RK`Yt8GeGV@4C369Nis>9N&Xzqw3T_HcwxiyOFb#
zZy<RG<6yu)rZpEAf&&T|gGFH}Aj5ytnC{s!fccsEyZx#)yipQwB}xw99K>yk>Pm|a
z+Q5O<yvChmHfV$fBu=UoZm5JrAy7MLH1B8W=AIr_6x@^9dFaVN+RY-cOwegEpK9Sy
z3nu*VydHTPpMyFc^X~*+MUU6jU*_%hx+2!ti#_Nuf80&;eAKubuTXSWO(TWvmW0B1
ze9KVMjF1tNh@Yw(HSH|1zl(M++~6czJ%6R!e+hM2Qu+AI1of(}<RR6Bk6@LM(f1!j
zi*sMWLNcXOHy{6y;QJBd@B4f4&-VD~6K5SxRAMsn^yCP=ll17~iPNV>9zFGW+)?}>
z&&NOZPVxsoHLdH`RWP0Nx1Uuyj{+k`zm#saBpCm+`||T-w@TG1IKnIscyjP(vu<Wd
z=5cHC87->>E^d*k5dX?b>D86WQ!xT3>WvMwPJl+^YKu=)TIihp&+ua}YM=%Yy_cox
zCah!@MG7i}a_-vm`(yV^C8<MphCpMyYdX9Zl`ONJ5qIKproMR@Ob%#LW>!Y9<SaF<
zN(~LIV%;#=0U?pC{g|A{B>aR}d_DnJU7f)@t_x~f#tura1LrxTe0~5*5=w?J4G<HP
zoAHq?Um4u(6U2Z>4*zOfn6fvSk}a<;oJm>$MuqWJi)*H2@}x9oac?$I3wN?KPjlrc
zlX{q)UHOwpT^UV4d&|7CuqsHB^^MLgE-hL^Q%9|WtEuFIIj8#L4HNOH1FUdK&*}k-
zqyW`JO@nOLJ#wlZV3s5C=`>gT`3~ERhx#x~?ajU{S}}g3hQ0Gh*Og9W$GSff)3e1y
zzfsh5SrAbU!nE_6raRA~?AxX9snui&v%;GuGT3z<=!m_6Jca1WH!>(<-etQVruwfq
z5aI0Pr&kiP@tUdrUeD#KmwJi%4}uq;pY?ISZe?Sl@fLH<s^4Hga_~zr=kJ9Ri?aoy
ze)c+iEZce{@0I_#<em7??{~-U%%3L6dA%zdx7HXM&TTbW52O9cgWsnGVW+R8e#p~O
zNXmQ)^gpKmieQBSlq4L(h?nBKr8AOaJH?NxUOCQd>%NGpD!&r`dpq^fiR*W7EFHUY
zak&2(#D{JvXmh*NId92dR#rkzX8FO~_0MlQT~407FppH=TH=M@4DHggKDq#3`ZBoq
z8(#Mi{$^~{s!B(pZo&Q08>CCx@>0*1O{n|yPulPDPuDOupZeIOFN$+Rw~F2F4q<)t
zj_JV;x_<lx>^WNPIUf;Q@au=@P<7T}iHptX$K1z0t`9qw>dc|0JdP*lA*vVxGptpx
z;DO~yP=$qy&4bXZFW6}>>*FtJ#29W1W7ujnqu_T}<Mjpa0qFCP6zm)oW$qQHK2-4=
zb2&Hn1vE<T?j2$RMij2f%a&2^$6ErB^zM|2{^CK60awrT0u_@?+XSH}t+1Z)SJAUu
zJ#xo{q!p|nyiC00i0UnmjYu((6rjyApQJ7to-_Q$4`^|Dn1Cst$Pz(~W|E+**kByB
z$#Dn`G7=DM=)p1S&1$>)Hk&cOPyFU>I~GI$!JkxKF%g#1v6+_fFNZk$`$6VI>bYXO
zhgDnj7o3hi@*`GUepNFJe>$97p@%r=T|~)ZD9|ThVmGK##(bBuaXcp$9voZ#G5U9v
zYT18dQN997HW{tHC%^OG)P7WEE$e;rW{g#)#n9R1`h07@3$x^jQ`R?v7NA4Kl6OlZ
zj5D0EK|*b%uayOrnkOsEdn`pnisP)Q<Lg>#O?N{0w%)i_Ibig|?!n7*xr@|_nBL0|
zPX#ho>rUAxXC4)w(&P6ofp*xLJm@P_k;*wPGqn8|AhmaF-n6uR{nynhmfR132Ub7V
z8k?=3_siPawnQF2^5peJ1&76Pib}`HFWaxZKEI`g_W~_1*Oi*&8J=-pt@MVRD^TL6
zS;0&407jd+NdcI15gteCG4)4^hc{#25(jII_YgS}L9A~-RvquIez|zz>Bxl3saLNC
zE$yxDoHCJ<wT(=>T>g^zFMjDnW>G;Ta;A%^bN|%%slR};A&#%ht}}j`go0mI-jomV
z%d5Qb<yUWbadDnY7rZWS(Byhc@@e<8A<rb3qBRWqDu783KyvelyZXyFF9fLd87|c9
z)FIzQT}*QE<axhN#1#qHX-+IzUX}H#1OcwuRFdtM%Fc2%<DOb$g@vB;ZuMVResKNE
zgR#f^m9>P^R`ayyCZ#vqvU8y{0^d@Ztx2Tuc=UAN<-1zagx$2#MVoz9@sW<9DhrFU
z^50S7LuJ+$=`MyU!yU3?3d7fx9jk=pd__#nZ<<=|j~;B<yzthQSmm9|cW|AF8u->!
zc)n5QpOT8*t51U0LpzsFIWZMtzOYFq$FAH7Yy8kED0`Ma_>GmwKTnpH?C!wRYlgGm
z)F!bJ$|;F;^6J<r!I~7hkcLOU2~C=}w2Vq4pU64qRmuD!AEIq&>~!s_u1#ao%cx<i
z%3<Nsvy~Xx4^5%VH}Q_AwOx;y7n*ABC3DG|7ZsUeLv<ln&&X?qaN#++JLi6(w$3t0
zBkx?|sFMV))erc_d^RX+%J?oUMHrxw_A#|*U=BjgjhFh$G#{L;Y0MXJ^b4o-j2EQi
zWSTM%v}!hJ)|W(+PS)AVR7A6MSE8H)G^ItjdpdWj{{oiM(LtcmOjXWA)*d^<+-ZWb
z=Yi0k4UwZDvQ{e8n4A*NJHwUw7qD!>cemHGX|h36wn11m*eGh{w`7##LQwkD1khhT
z1*yAgrjX?R>${WX;LYO}HZPM2Km8=jBpNbjjprOPvAVVZmiqX>vk%eT@Pcba!(%k4
z?_%49R~3Dgb9(q{z<z@MBhQ*HEllSMuE}gru(_vhM!ub|Z@|M-Lp)1ToAcd+G^*^q
zQ<$G|lkv>5SVzTY@%W3v1l_zRq4NJyK_{hus5J0~#;cG<w`m$qAV5gY=mu>t^pCkw
z$gA|Hj$|Dz)i>|Ld3u(7oZ%;8-EUWI;uAG4fBhi-Q6lKWeh2ep%7v3cS%a5bLjf<{
z%`LqH6VHTm%Kb+H(FG-N@Ywc%MiiV2mMP#kh~7dJU4lZ!)ITmY)mANH8V<CZ<$HY=
z$zcTqEkiksm~W-@^96t-vv1?|idXX?Jtww;g`ML7Ad*bnWcpSTc{c^d-bZ#93VUkI
zB7SMCLh_3qE+p2BtEH`)CJA&m<{M1q(^KeK3kZs{=_`5Pr$UR_5MFr>h*mUPAuK`g
zMU-iLd-K#>wq{>Sd`*+9)(S8Xi!t!Tj1Lf|2bk$II_LngCPE+GDd{v-V{J53w*l7T
z`O!B}EDISS6Np!1`jN(QH#u*JWTXJmHkG|I?G*Am3uzC<G7*W$AK)x_6!RmE%yCee
z1p`J?cIX7DwdPe__+53@UZRH6ricofXUY*3=ctEaE4sK%2+WK$vGJS;V%PNV9>#!?
zf*U95p1Apujzn&!cBcwHOVUg2XU=X?TN8cP+K7-#FmL*bUu4E?2XxuMNVjn%HY+$l
zq_&KJ<pW?w&31H@;&f?Q0n8}_W6&Qn1roOm5U|EJoC<Uk**Nku656^XJdu`pKT%qF
z0)SV}CedKcX&=E<a$%SHn5uVUWB-AOSZd*@ME@&{ql=N7zrxx7mVAp$wN7f(UOe_^
zxGvj9dFw3I1kUqdSl@^MigVPASOnL1=RpOg+D9Gu5qvJontqoR<$dmq4SJ9L^1jn@
z=WDjrpz~q7@KUIUF4#cm^`xCnM8KE`N~x>d`bFi%i`?@kyf8y*E|5@H{yDK+un$Rr
zOU7lSvB=~TQb6YEQm%Aq)hWmL#rO=1k`qet>Dk$DrKH_CMC`(>4|jAF7)}tAN&Pzo
zud9CTXQF>dIKAcc)FnW2Q?e$rwqILNxUV;H_cFJ#OCEnk9Gsvfh<fXa5McavR`GAH
zqc)!UI`mZj^!*Fq4<9Tw9WQmRP@!iZi&xofKXcj)XxOW7WqxY?+Dw~2&lC)~7I)rt
z5K^tLuvArb&M~;Sa!1Zbm|*`(-UK@jq60Ye)($J_Qgv~A`0J&Ku2lX=C@=0^PVHYn
z&(_%Y{uPP1(e*cIP}lGp<sUT$L~<bsZJj9b5;PM+MRlen?`qnQ_P4`?Yy0BGppeOA
zi5VdUMHOdfHrJ(mu2{(E{FIdHpy|J(Oi%2HzIdPBQG-akYC}yA=wom|11L4s)&YP8
zvt0vXg|~q_>~Sd^c7`{sae5U}Py&=52pH3d<QNrtkOLajOf=-1PQhDM%#o^k`u6q_
z(x6>GZ2M4m)Oac&cI3=U9K~&YB|la-KQKu-X134%KY3V?h^TaxGumkT2-lSA5fCgN
z3`&R4BvKEeiv{q~eV!oq^>|Q}v(YD_A4KA{*GdO;;PV6x&7`ztji!~WrYKf3+gq6N
zIo@qzE94oK<K`QM+q~mFEhLn4;2ghTb6S5fP8CRCb*Sr$wQ$kUGQz2_-xEEVf*D+>
zW#_3J`0<#Y{$frqLhB_CDENkNVMRrnJDEi8XSO%LLLnU$mq8pwFJXUGqnm@})w<tU
z$PMrh$|Txtz+_NVN{l)WnMz3=2$!kmb=`2q0;aU)Il5pE){t8@V@6(>BU+^<2E{N1
zK1MPeNC<JAXxLh+(edAQGoL#)aR}eF=ANc@Nwmhx1IStkT$({vE?8Cs8??R!fj<^;
zv)w%orMVf|T5mOgAZjWN6d(>9-_`n;B8666Rf71MIaARA)ysNhxaNvGs-Z;}&GT={
zR+efeU&^d}+0Q#=xs^{|MkWDI*d9CQ;!H?ZY4poBojz@V7}R5(^L0{j#`gdMYH}C>
z@2Db;X&Xuq71bdMP$1zvcpCikayZi@{L^ESe;nw=?RN)|<0@~5R94XKHwYHl@OrcX
z2DA}r+3QgA>S^eyGj8WE8{aTJR~Z?n8z)hEW5q5HCQI;&b4UH=>OzXq@*UlxQ)xQ3
zP}ix)!@m^=FF#r=<P7Qc6JMTxsy|gkHHfRod^Y$*G42?w#;57&D{npjSM;?Di<XZc
z{1XA{<B^w|wSybL)3feA25r3LH~Ng74b~9K@&D|<Zj3z2**I=hW?@t^7J4dJR{?Xn
zDmM-+r2<FZp6S)MxkEUY?dipr6WJkC_OSLJskg<i+R?`cKKuo!O#KC<^IYL<!e$21
zqu-T9tJ{S01q?Uc61G<ZGEI|Hwj!G%RJ*QxX^~vADK+y>M>o?eE|l{6<Zz+B8Q?b4
z_DyW^L;+}`#IfSSvaBD<HXmMG{+4`tSoRnJL{8??d8aE~ohW|#MEvN)thXwqh^4@5
zkSZY^tg~Bj_>Qzv4->}i9P*8HZHc8lGGL4Ei%RJYxy&X>F9lG<ADLGkS}vGgZ>cpM
z{I?2qPi&E-Ctzi*^5*9%&zWkQZ>ZClU)gsCUwG-fYE*luPak^xzw73;m<jnE2%zNm
zNYhnk_zhXo7u`%Gpd?5!<4d0J?%RQ3N@c}0X}f2JRjy0J9moDV`>^y(_NzFP-iIz~
z|17Dgc8OY`=TT<TZRso!rGzG0tr`9QXRMw6U&i|2S=8{}U%-tQCS%1{E{B-t$a?M9
zDyv)n)B?8YUBTPr9K$URI#t9z?bNW^`q=dRkyDVrIvyJvdh+Z9H5;JXiPRn2Zpgx7
zim)3}1BJ5*W}AlTs?xy$!sE*IQuwZFJJyT_q_f-^!#0?(P3vaRlw{buTl9kT2ncz?
zPp}Q>OwRWRL^&=btLPS_ati~$^6qq_oY1BZpz{a*QOk<F0oXtNWrS&|7nDi2-8POR
z+FrTsxEmrwG!e&+>Vw_oy><_hI-0-0H=pSq-h2?q!BjDjP7-T@S}SalxZ>_;zHN*W
zzP`BuqI02OS%GH&qA@nIqWmU7Ff9%=c?-;%8%0DLa~9(1%$@4PVy(8C!(9z7Wsz|t
zQIDaU!{&*%^af;dF~USM`bhEELtz@n&mN~Ew8a*nh~}cLsfo%e9wamx!&!c#=QiMa
z>6;KlpnSAhh*}DkbXugI9tS}=0K<fv_<NeT--GD(At54gK3{%Ydq0P#{0-Xk;2dOo
z?EvOTMktu1%JH7!va)3YUY7Iy79U6ame|J0{AZ5Wo^#)8jbVaU^UcBfIfyBsPPG`!
ze;rcC<ZdpTn*;E4t|)W#<_ns#bfNLE1k?U^WJZF90FZwTc#xKqsn{^^`OqS+jWfFC
zA@?01m)!*dA+%*Bzmupa2Zv1U1b4W>JYU*<y5SSJ;nZG2*}TpRsv4SQ#M8cx`2l|T
z{xB;wUX{G{JJV=n+B|lnx+X>a&zh7KM2S0?6z_&I_A_%XlE!3#ltr+Fe2H#K!J#DU
zYeJGpmJ&p3ML9K7S+$N!g#dxNx&;PvR2W|MwfB?sMz`0<!dXSL2u7j!ZW~NRnHJ}X
z>*tW(P9JxfV8)A}JN$LqE-e#!rcJkt1{BvKdD*H=GvWkUjqbpn*-KQ(=GhI##9Fuq
zu<;nqLn5M)dpbw0w#%;#Ak=j!6Gu}+zX#4S4+31xLbMIII%w6SGXREztyo4$`!Ych
zCUQyJPiR)jUyJ3Lbb5w4F$W~5#>8_Y+eB8x0pNlphgoiz%N}?MSqP=A{9428!NF*E
zNQO8R$3aaMJZo>y|M(8-p<UwO5T;@GK6-8;jy7>PNv1Z>Yb+aX5&$hbHFWW9#?DIo
z8o#7q9F=nm*wA_@0`%i-#n@b!1bM$vfr+~X=#go$Zc3<lSbtl8li6H5hDFo^8l<eF
zrQK9qb=AdDc-UYddOoIAtBzsE(UK6>f^nDD;O_Yz@3qxa*x$y!ThBQg?BZGlXzDmV
z^w(NWF|x#C;v6^9RikZ!n$k^iL!1E%f#ZWz#qtdt=kSen2Z0hV@*_K6fG6N+Y_LY4
zvA2jAi{$EI__|5Aw!z4t2Sb$Hxx|Fk?qteyo^coekN(=)8Ujd_d@kB5a{E-WBi-t8
zmCVS8Zm10<xtRHsS(N8(DWxI|)_QTWGc#=s)m`u^T5f0ZFTiesgCpY5Rswm_R^VVh
zF|cvSkJZp;UnsY0pPsObm({mcHnn;tz0Gear{B|XtAmjHOV+*cadc;o&ExW$j`_%E
zuPv=|GcU_73Bd1siqlfNrn*!DwYkNtD6C<E(q3sD;28q}*!Nx>-*seop-)B3WmB8R
zYk07UoWc*&%dUgL2l}97_>4iW?9J0$;6Yz6pI=MKRwLE#?j*rYuIoe~4!SLP`1KM8
zXHGC!3%<GrnYxV(N5Up4aaO%C<C)xljC7AD#{c-dOfEHXt$cQ1biINg|BlPr*EBKh
z#Vsu%RGgLij#6+z?7dR$OrQTSw{7aO`MoUx*ve`h4-dGoj{ECJ3;dja{e?6>Ca;dD
zUOnEN#(X3U2#2CQ!c?WKz37y{mvkB?J}T4AD<#ffV{U2`sH~<63z{PDcmA8A4-9nA
z;+>0ZgbF#2j;Z<v_C+M7#B)dJ(1iEfr;&R_ep!;>e29v!M*MpdlN3Ct(w%E)*rwPI
z0K?GZ6te&vl$baX=9R(}Ti31g41#edya$kl_a#aa%t@^8_r8}0C;Kix=r?8kiqVpO
zY5pa1yvi8=&#!N1lx4HC-(=8~2cMzlgr4_~iOUd%zEq8%JKi-MeR!d7Q<lj%TI`L%
zjbV_Ne4mP@oy+}gY6yHf{LK6*pyJC&cJG~AS1Rj<t!gK3|AyyAzh7v~Z)Has>*-9T
zUV43_czWUK1@A!pY^!XoivWD)!|xc((cl)VrpkA$th)H!SYBo0o~`ln;&@!qcW)iJ
z@{;HeKW(P^%p^y!0x5k?AaEu?WJ^UlN!s~KB;DpqX+8Uwtlpm2VrdyX?vB1qZejUp
zIawYbG@ObTp5=;P#fj{50XHyxqKx>Cy0%@^@uhZ+IaZr}+^QY|CsG#}O~C%q*yfa3
zOE~3D1!po-PnnJK^Gpa&oUGxUk?9k|qKut^!tKp{5(B8zzC9$831rP7A=RT$qOr4c
zM57us>5}q9c#AU9bq_m-bV#A^s6@qT@K3tY)|e%DHBPzhD^*OmaGUOm4mO_QD)LS+
zuUS4XorDh2B1@T<>}F$ZyIb^h^`QPd|ISQJKzKLuo!+dYg-D{!sm3+g801{wvRc8M
z0sYrP-A)f}A}~p`5$TF@fV4HQ@U?60YVaGbDIE`K^-JVLn80+;MamkZyFCY^SBL>O
zf!B2#C7O0<WIi$dllPeZq*0I2u|c%I^qIbeCf%BG233qq2`u*WH-Pld%@s5m&~-1J
zTNFiwFMFzzQnE=RJm7=l%T~ra!(ZbP#pA19jV_75@9i+cE7{0LoKd%&9l68*`9f5l
zv)vL9>+ISVr!k<uX}@gEIV-iI;{#T?ZPtY66|V7lH}s_M(1U(nf2`9EJ-+A9orpRc
z@1=bnLjZUfFSKrE9|bMlUCo#I3-Ae`M7s^KO@>ST^5bmqhPQ$(Ac0AHQ+0R+z@$}f
z`@PNF7d^`H!<T{|*TmM!b@Eu|R+^&j2vL=PGQeEA%$Gd;t0JhN7wYf+$TDjyl<drJ
zTnPnUf6vn6sW-+`QAuadw7J7>nVT;ri)P?*F#O>NT+N!=w2e~#)vF#)8JFKDma-=B
zRyKmnWbPoh;p0~LT&9qcLscyXWGWeUGx_M9@qX2pdj#uy)!$*6d1v7^i4A^tzhJ+m
zyU<=;{g;(v?vO{Ob7i_A8q=vt0aCW&p4Tj5F1rh5avQb}YP*&;lvELEJZE(QSiPk@
z80=%?-paY@)%#BUzeDe3=ns9lx--u{cH8>TYRv=ORXNa0{Kb=kC`QT4TP7wJ<~K~d
zHzzN7HGM3#SQ=BPG_AB4K25kf{9Fii;%wFRYGadOaW3M^v-Y>%5c{5GUl+5+#f!dp
z?33qGR(kvH`7MOD*<+@O!H>bJu*KZRNxf9^J;wu@uSsG_6Dip}Y53H|{#?1HUeCP@
z^^D8zaxVIwkbst3c~1#!i1QOG+k5E&+yCySuD!qecI~o{&8sF>X&<S+=bd%G`uI6R
zqjy6q!zUWvjz|Vv4X~{8e4-be$-`%5C~y3=$X(~pqn+j2?Yx8YhrGLMeL5oAmx9-n
zqp$6{d=OuF?Y+-qe&%AC#TM_YKNqi8upXzmJ*@4Ge^wlSa*Tusy%ylZ|LUgXyFWg%
zk1Kw>%ee3tfG_s(jUCuW<UYN1!s!G<u4-yDlyFe_<5ggpWQD#>5%HRh_1Q-zr%VzE
z|AY?`-t8*>1-u3RscYehM(?_;JLO(7pAxR=Z9S$f>Fp%g82oR3qfWtZN0+L>3&#Z2
z@IQK+P3rNxSs#WKMmD!|$}X0BdzB5zdfhNPSh)7=3)>LEh<tWy+p||9JjX=#=xUH`
z#B~kJ+Amu*?@F)tl&GGS^@5obh&7iD^|4RP(7_h(L#=Jz9J^kep&A*6w6rIGwpw0s
zcz11ZsK=^z{;JU-t=Q*lg9qVp!L0g|vn5aM-?VA;L~KgUK05s=T5k92#{KEoyb7)7
z-gkwxWutZH<kf5{?_PagIb3n+3OzK|@!7DC+-;Kw&BCQiy)l<gDhzv{ymr~`m3sN@
z{YRDjW{M9T+tqkG(40&k5KA0|QH5KP<;+)i=M^7tAS96oGmq3-I&a_(O%@!z7mhqD
zO1+8J!&@TizIlgTFI(O#T;BXv9%Vi3lkZ)tx%8MsAOv+B%lPc%Ui8+id83sBDC_+r
zFFpNQVJY<-?c%9U*~c-KBk;!=!>1yDO<cQqb@BXzH%Y?(Elys^C@eqaJ?U^`*5*L<
zZDHP+T%$^})cu}ow}+Gg<}Zm!$-U)rTl#)WkK-)SwkFq<ui_zBt7ocHwf}|D4X?=k
zQ}mCz$;0M0o6KssjF~0ZkSt%M?>~5mu8fAD$ioZuj2Ows4_{?|9+B0FsMNE1Fj7U1
zc_c{)^7emX)$m>jg?pbSeC2rUPsZ#kKNY=8f2P$iZAZ_1$DIk|5xYgY134QqMYr!*
z%~W294VpJSb$=w(yy>xo%#G(mUYS2XoauV_{mi+u)|5OA9-qC8Q?g2i&n6^l)W(bi
z;#{YK*z1)u<pS@kbibdpv8k00WEGppKs!xNKj^Qgxbt&K#Mbg&yJhq2FTl|9^7W!$
zAt&Mk0cUc8+xy4Ps7p-YVW3&wEf^K#RBen<5q!<YxQ{~6bM1(j+>ibTQTY^u0JMBc
zW<^`yN<45}h-13jZaKnzMn}(dXlG3-86YUkxu!%HWsK*~{CrZ)6z|4D*P3{5QfJ9>
z*s}UR%0V<Zp9}E&8~Uh`F<4iXPV5tB1vukXV#*o4pHQZClM`WB&)Tvere=i1%7mND
z=me9XDW<(8T)5knKQqJ$>UpZsS*jfCkYeER=Dztu^;Yu?^gP>49z>=a!)Wx${{Tl}
z0ZkK95tMEO%60<bN8*bDHy(C@_41?aR508!SVi<U!WC769G!}?QwEXLFnXLGllUad
zBiLxj*A4zOOC0X1Cv#~ff&=)z=hiR{9=)CJ@#R9sH^v%U7JUEg5+o=)k(1OW$oc(B
zrx75?#Ne<qgPR{!P5yH<B3D(-=dJTd55R3+C4dbofRzEIoS&at#ka;FJs{VwA_bd7
z+b)avHcvN7jtfTO^-$!*9KbC}TD8jSa#?!I<FQ*$-xyzAIr^MDs&}<p0&S9An3q&>
zHyf<!vf+(J&F_fR8Irdt?yRAbEsxT2F0;K;X<QNtgV*Bbu!MWV)y1jV@H?MT(a)kk
zJl0X%I(2nS!sPaMJ%XGg?b^YG{~7Pkf4o7gNJ{7l;w7BLcfdXtgOG%p+7#}Z)#KZ1
z9oi@dSba1_bk!|5$R%_5cEOdaw`-kDW<fcFZ}>`n40Dl&f1hz?rsugH%T{D*>tUeA
z0jj%{Ig(415Htz5g#q0055v9}IYhHo<uQWygF$}*?yf@HQ={pl{jX_pfK0+A>F#MW
zE|LDefRsk`f|`n(=4k<^2wv6{A}X9JJer>$r^|(z2qR<MKoHSG0ow%ie|mPH!Qic?
ze7)8Xo&iM|+e5)EN@^M|SPE89a6i5q9~j-%1|^DD2S^+w7^Ke4eCA!?{jA)WfnfA}
zq+u6oU@Pwv0)$t?D6mNBvDs!a57;%lD`?CBV0aLxnL<Uu2AwIRT+%3^p$23QE-l>?
z&naY*K7ALw^sD2YLsiIJxzEtC;AsPlxxW603z|3L=f0H8;$t1tE6o@4D)#!XbaU0E
zz^}?b{}E7<D0Kc27?3QjdHR&_{hm|z$}BCNzUt{el|5#>Yh8)H>oItLdC<rq5J<fJ
z^oC|AmiqaUW3s`W6E^?B>m6=be|(9$X~JdJ^43dVuXPnAba5rBu!1r51D6kTx(>`P
zE&0u{j<nhh>P1j`PjQeN7D3&=B~0qAqla${zuXb{RYE0681LBY?jg;S%J8%^x`mP;
z>Cmrxo3E-bnV0Z<9)eo=<lgNlAWl4iT!o<j0%R4${>;&XK3;!2%voglSZbL#RGL_}
zT4H)+<SbQ)iPBI@j4Kak$UC5es9CC+lH71}_6Q1UQBW}BpxpJj?}C5<+6w1U+|cku
zw?ck?F>;G}wR+!P!Q6x>Trm0dVQleKS~aHd#K8E3Xc1y&QwF5Vd1K}M+K?jF9A8_m
zF%`8y21LV&Y$L;&skXYEc9=|Z^D1wb_CiBv^Gh<;bys_<$ut|h-xWdAhZU(x*-tp0
z=ks2Ry4g?esV-6q1dQ!~CMHs|4GdUQA9FPN4-h(*w?>V2dz!NSF|IqE%!wqlEzFBz
z%i)|jFXI}s>LJ#y8VHSW<SIt0jn&yIMmJ!iu>{zzDOpYBw1#dLFI%lzTaDw%D*E%_
zJtjOWeQuYz&cw4cUB4wB%8&PX9O;o+L2fECZk)j@KsiE#tzbUv7D3D5?&6GKHTkKk
zeh2eANMaWZs|2oPMRj(?85~3b{XJL#P!KnzGiegk|56+_w%b`ViWP_+Bo+ZVgHuRa
z+3`7^xH^z-yl;>2bT@*wy_d8C3)XGQfkk%T*r}!%2(AUCGiUk22pQ$WVJci{8{Vsm
z9ngb`v2pXn#QdY{tsuQ@o|LQ=7Zt8+YY{q@5p2E`8bacUzpH!txGD8$V9HTf1g@Y1
zrs#sN2!r}JaMjA%gGw4ST%$DwvKAe_l**65^6aX(-Btb)#orgt>lwsreoWeLoZS`T
zD(~W~)6)gM!cmnX>0EPBU4g_L7iL-=a$6;6kK%ruS$G;#@UQDm?XrepOG(%9sJ-~j
z0qtUg(NPKkeHt8=gH<Hm<5D55EDH^tU-Ly0^$m*`n%`x#=*?h|-7Vl%)ELj48=92m
zjBg^Koxxb1<X0f>(Y7^CVRjrCOWQY1WzS_}&6eW`8j(#bp^kY4gPk=dCRVh?uq^=x
zOB8J`S>N8zpO`l;3IfD)IvL{G=Z$IHK`UPXS@FuE?E*OkJ-8-2wRQLT0E~Tdk?LC7
zMhi+0Wd4cQKMX(=2S~SgyvIg;1YfDfIve5n=Hmogio@I0s*ec}4d`9oZCC}awO!8y
zB6+8dIVLni5~XINg!to}vvm`=CIQ`)lf>=RbZFXhllecsCSX!k;x%HThg^H8tQr1F
zwuG+g+hp!T3aDVah~DUX)BD0$|GC?1XF)kupThE?Si4GHes|)pJl<^{_d@jnPwAL>
zjKALg0CwK>3S~_Bu3CGFn%d4pFKnb%>V9sm;NvuS1H{};G{$BAIx78Pl|3j9kLS^A
zr(KJiwa`rK2V`Ct)WrZF_v@6z`B{Il$kXdyG9kKi`z!5-)l_;b@SXKxyC<9|>mYmg
zoHkG&j3-$`Z>fr+?=*}LZAkwE0StOmP=FhY+Lu$H*MKElU#I~7QI3u9?(Eu8#HF9D
zKaD_H^-E)LUEId+!nq(0+^mmU-y-10ho>S1g1#PU{{<{076$PBevY)`rC(V?Ptn8n
zH<n!$1UcS5{uGd-hYF!~&NCywXw#~7>GNMeiIM(h<KfRpGtTerIbBP*tHnIp+3rBx
z87~41NI)A!V8lQOEY^5+erEl=9@O<ST-{o0%bU@LYjr-4-dbrxaZ{rFq=WpNmUz-y
zvNBxaxDZX5dR^0MS{mWPS)m$m&k$UeH(WE4GrN!nfG0dU6cjivUiZUdt}dX_2qQDB
zb_GdEC0&wELUr@Hj~dRKZi)7AR_z@T8aaR*6}=|z3I1@3y{0VhpmBZS4CkvyFvArr
zy`J^QBWSm%W8>@<dP+4_ddE{$mAq2R%p^>^sbXja$=zG2sR5Js(Vv5yqcTxFY9dlw
zbn3?dXZbo~#;D{1gR|F~LmGsk@Duq_{rBrZzx|^QW~L0xW14_`{K#%40@}0ljou;x
z>uRK~5VHdOHjz`)bT^01;!NfMTcjsbf@Ivd|NPGMP5q5{;W&eCwqHPWmS{HGAORE*
z??opd*s*2r(HzKa0PGhAN$kvUp@`~>46;7^3GnN#q0%=!m|4hW2%Xe`?A~yTe@_q7
zX>#*LdN@ar)do(IRinWxf9e-$hr#Ol5^sTFSk3<Vm<+cWb@@y;zFk_T67esf{oP-{
zL({$;H5qkiU{FVAkLqaqc8Y4SvN9upQwK*Y`WA^~K*M_I_L019zI!sA1I9Ujf{=0k
z=GCB7yRD4KkHeW9st<P*i-0w3%Rx#oPs1~Hbut*#OE533gYfC&QDy=}`s5PHg<`g3
zq&6Ye)u_%KGoAC}4-=`u*pV3H!A5@Ajk9{uZq3ExF#5O%b`upiPvpQaJOuE-c@S-{
zT3-AdaenU-9D)u4kYWx47aFQ@lS@(d>lnDJF<8%+#ut=IMsK8~=9@Ct`5nM<$3L;Z
z?zB?4z3e%v+16qA10tDMQ&MQ*hdS#Z)pQ5N!NqV?gWu;pAfoxYn0!*?S|MabRDDAk
zAT`TYOFucY$QBqI0qRWK=63=5Tk30S+Zf1jRdUmMlJX>)6sfv5b3juunowkCa)zQR
zW;@uK;PcL;HgLWGz#k094~%qilrdx6=q=2$Qb14*12Qo+Dha*M-aEp~pv?q}=k*$u
zUTf^hjJACYMiH?7o^g}_)kfer4IQZ1u-$zPz0GJFzny(oAV8G!I;#`0eMzn8sc=d)
z9f@CS<6<$Lo$<VC${3<;Uw6v%tkhgL_A?HFJ&!_!taUKj#8Ob*P5trvutZ69eQ|qL
z*ch)H=ExJ|uYN-(OGynIC8lH$fY5qCNfbeoXqld)ZGD1M$UuM7jQ+^fsEPK5cpL|9
zlLH{ls-UtpZ1>o@IqzvZz?~j62M*N+ON<^*Ixj$U_wdtePU+eJt$>(J!}1876x^D!
z8jTYgM`ZFs4pUef1@oAkwm{t`+xG6x&aHUTOVmFI05n9}i<4D@`DQ8m1}<E}3T+{~
zHNtyF9j3tobEeEu(~o4vX#do#u$$YmkRa3bfW@=ZBy<9*BT>Q?skYq!G)U_K)zsI4
zdbmk{>cnc$(A0s9*FL9^N43(eZ~xJLsS#Isf2h?8bNe-yf=sEdcy6}(ik*zgVpCg>
z-|bo(sMZ~keVgJFkQ-(A#h5pKc)SJQc3Pal;XXiSH!MMOpv{2UUj|USKpN4q8uYTX
zsCvSveEsj4jx8S$pyW2dlCOLoWMospAyJj~X(ru&SM^Kx;mz#wvo=p2K71DJJz~Rc
zqH&?os~ckNd^_lasl1ir1y;e_@EOBn&QBdHEQ)e*0Eadh5PdCHqmEX2&3ivYhPG5u
z>GRO#wdMSHB<WYE%on^I;f{VOevu$u64z+8Ra#bXtfKtal@H#Id3H!rCq`CjY;X=f
z14`!7!U%PdSHHZ|xxeOREc|S42Ri6`alek?bLH^sv6I(-bjx0K)jwfwO19g-rcG^_
zS&8m?@?YiIA1ks7!(4-DMolLbf`xO>=Y7-DLJ3>BUKSel_ZSN8z5HgrYPQzP?&;&f
zTKW4Ru)e{2xi~H#_!&%kN&2gc>2q1T^CN8hVcILh&LsCx!5fxe#1(E_Q{PO=eQI1<
zx2bRMt#wx4*fKr$w_z^6v8%fQNsLj{s`2Ix@ovvbz{<Np@3<;>$g5xyqagO|^C5F~
zJCa+g0kP1;pM2|U>^&%fJ-5yRpk{#r{e7!g1EGx^aR3z3Q2VxU&g`?YXyN<hCWIJh
zfibBj4XZ|SLJ5bRZ`J4qbn!oWD6#zYCwfJ!c~?({0lvt)n+wRdjzcuBtVF1*!rHO#
z`MlJcex)LUaLZ~m@D&VeFa*sj1B9sMk7IGzk*?@~CPyL{LOEncodF~w!<+c+Ksm4w
zKd1Y?^m)DdLDv!B``Q<J(_jpqyUaKmIp47@h8s|QpAsiPVZuU0ipoFP5fI9KVQq=t
z%^YEnOrM8BM6k!kXo5hhty9fpV}d|0lr(_|6xzTJfxx2_dYdp#a)cq!Qv(g#Ng&{I
z{qVv)WOR5DvwPotu7-+z->}^j3&UON%)ECz7$i{eT3X}irt}2R*=)<tFGPe)OP|WB
zo&ttZQ&LH4$en`Lf{raO0I^&3u9vj0EkB2#*pAYpn7x<Tpx+)v<lo$*rfhS&V)_gg
zF!3VOcOB;Jbbi;+*^1Fwr@3nYW-;Bsc|QLw97k=h-F|RFcenC2Olps-$^&(GMBy5_
zr?J%~m2&4xneoIY<*gU?H5dUg^1j>R-0RUNU7e=U;QIF~*Mm8{g4+(yv0w8O0*%wP
zd<Opl)-QP6`Pztbsu<s?Z|{*bmMY{>!U%r>KP1bK7CWN&X!NxVvprePqyzI8F#i1R
z4(w}@5G)e_caO!eT~(W#*TikE`uuZR7Hb_yRT5yG$7CxQc8QRN>c(A`@_wDs*Y{Y8
zb0+FyhyX5xia@;IQ5n3*B##T+AV=xk=Dm|b&*p0YZ7lT96n6`CJ|MfN)_%pw=ej4K
z#XM3wdVc%E>hf_Zl|QdY+p!CuoTCq4YUqjo`0%INv&A1SouQ!37vk9bp%or^`O($k
zs>+Jc7OzjYW30$RcN1<{F5RJ@IDTe7l;=%7(!bQ#n;rMl7e16?3EJ=EB;j*w*%7;X
z1LEaR>UUOdSeO-98;z%*E|<Js(09tQ`iF|mlY70n{mA}08!H3c<W-8LlcdomZ(7xV
zI-=TA-gYAe_N7Y~TA`7K?;c!U3YRS+5$5H!uojF2E4<b@{8=kvsSoj7hSwg5mOK)9
zc05(M>ek6?<|WF#iw(DD<=lq|s-D%A!E*f<x||+gJn`0AA@C~tc6Kj6K2`9C=(XN)
z(;_COteE)B^giCyruo+sbF(woE8l>It0&=QPpa$_EdDJ?aQo^QyX*EW+J4T_b2s$0
z?1)$B(gj|hZ=hDan^!IRZwk8UR-V2a_Oh%zhWO&wWn_YWf^d;w<H2$W=L5(J-A_Xo
zWnMfAe0C)x=7as*AC<TEPhOPi=PYVZ75hK^erbUo#D7rWO!{^9JYWXuaN|E;6Ye!R
ztowyPzEx^<V{JN-J7~eV{u4ksUIP$46^oEb<*U)YhP&@<dh;Tv%I@%Tjdul2&kh^e
z7^(+;=;J-#V}~_yU|xMluGILCO7ps%jFD6E_~aLhWW;)qOcsWQy9o~;KaT1D(Hk=@
z=PI0c#zoF5_3bT8r7j%8_x^7DU%<1q84<M`HI;`pE(69t9y;mg59L^z>?rx9of+YO
z@w85&!i@Sz)Ozt}l`-2khU-zKU69bd=JFr@*MA%leyp6!i?qL5`k5gioOj~(sTlO-
zQ@3(~CggV$6`_V^!!}K&%@zmgnwulD4=hLZa3U+Hb{bWb*PV^l<>iB7dL}`cI$?im
zbmnHgs|(d*>Nd#?dZeYChpMH*%`+;wRYY9cxtuFzwSr$vw|pEr2MVo!MgQ8%5zfuS
z{-b}wDx50RH*K#a@AdRysW}x;bVJJ}6ahdbt(`dweh6VSdYhQUonu=ZlLQ|+scv}A
zB)pWG6e&nI>}Y&sjYE>D^zH@#tm`s*ryZd@<GO(U%qt||yf%4q;<xtML&9w_{)N>*
zJG=_mNoh$A8k4e!<I|4#l#YkN1;Xou<^+tQxW!}Xe(QeR+~P{nO5v7-42<iojq|!`
zzEvNi_cBW;j(^I&sjVvr&=G3W6O#>v%y?hwGEtmR?=Rd|B&`xwAKy^>ayD@(3<p<J
zudZ!Q-RLvwg;a~EV&{3yqU}t#5)|7bs>eJ3-4;R5yI=}-_3>J%kjCnSyXR63+-L9W
ztSbxW(==?SNZ-I*v>add!S3Xk*`Ja}O-2A^FBvzT<duYgcFxJg4&rV{&v2TlekJoE
znMR*?Beq$7Ny<_7O-@XT(Ma|GSdWN;zFn-5D^uue55O@3lJ9};WwQXaZKF<XnK;My
zek-B~uWDXq>@uh8mV{`C6Z)#+hZg8*e%U$|;1?R}l>T0WKh#W}i`UrMALC4JVg+&H
zN9iYL*9U?Ex^VT?95|YkrKqsFGJVEuhj%wPjE`YV>CRD-hX={@npfAhCpLGc&@v?3
zVs`+IYZ5gxp901VOPp_k75r6#X!Tjmulzi#KOB>_u(HvQ2gza*z&KPlDuHL2l$Cw&
zYm4ia?_3XslGBvqJq2rSJ<sJQ#`_KFPRo@J8j9?Ad9PErYVcy(CEe40!zJ=_=*z|>
zOYKX0o+TQWFtXU=VlsOn#$PR}3U9phuAi;!mn)5Z+<wNO^i8o%yc?jBm4d&IQ0~%{
z>+Xi@jfG&xP3J#(pb*T=nK9d-+RA!pvBj*ftZf!30gNUoXC<J!4LQe!N8#qT7v*<o
zpJN}vB=ox~`F5_SpiOL^Mh%Q)sU2eoZJ>yKToZjWQJLX)gaWP8$|zKCyDt?Py$(TV
z4~C>GBpI))M+{4P#go4E#fMz$9X^#K_wt9&@HLE3{e>L|NJYR8f-GnAHHSFJz;NJB
zo#tSpI5%el<R3g!l+N`Ra1MsUx6DVua4QM!j@yOjY^-(gOW&S*kA-KU7)w`uL9$nF
zryBP@b%nc1KTmsh<%giL?SC=Dk5BR3em)Y4k!5~7iq9D=#|p^bluzy5f3-2&bz9oj
z<-X5NLoJP~6)|6~kZ^hOSCy-YIf-)BKw=zNLPKv3en+mhmMgg|x!42k`gB?h1sw7S
z=BEpOH6OeX>riSpcEt}=eu#eelpypH)pIV?=^doCEHmp23PqhId~N&-IJ|{Tl99a@
zMP_74ReRAIK=*IL-dS)Rn+AWc6?8KGQDt*sniThtbGNIog$TWX{9##3oTV+<brV!f
zay>3d{@cI*@Xhr>8!s<`^3|2I_r*nYriC!TY1HvdP#qS4$zi=ZShHz*_u$bDi-QMC
z_UX@Gyr3u8yl9KV=mOy=@Ut(fbWZIMvj?2<!yK;&Nm6<irwS_Q$po_%(YQ>!*fe4;
zD<=}|w!yuL-66|-^zNFw9F~$#bV^3Cg9V7XShV6QS9McogT5##k&zfB2F31CbE@0f
zSF`-a2ovt~EUaQQb3s+Kokm|cqut@5LAz8_6U>v^)AGFsW3O|5G)tsO2%0E~UnV)r
z{MoJU`^fXQPJ?_nz;^wLo)FbSyLl%FRx36oco;G<$aV9`+Rk!S5zID7FENPIF(ot~
z7{Kmo9Q`ujhhWlwOpSLYx29ZDb`gv3P@~g{Fswf+QpLEQt{bkUWH_&uHA>r$XLF=O
z+8ZL1&hngmR(p4ruSph%4k!8-5V@#4nh-@_Cjhv8r#L5qNKTXPc(*2!y5_7)W3W&u
zEFneCMOxLBOL>zzIS^DgvOOJkX<$=Fy*71{{YhP?E+i0Rci!69E-Ea+-}QaV@jwN%
zqMzNUh(4?}Ep@!6)%Rm$TK{g?S{85ymG5t)mAvi;Rcnd?H@2WCMKAlDyLhK;ous}{
zIZ_+X#(MCT_yw7E4miFK>A2esoL*L34ROKjS|-Fy(X+&*gN=WT_ZjrHYqU$F*2SP|
z<i1hDp*v)h)xkl1+`Ta@iqw;q9E~HP3W^mI*)v~(^K7-$Y{S_lT^M>RXf&V+8K-WI
z7<VQ~&hXIyVqNc`?GiOv0k5WP@fg;(seEdR#!kz@*tB{-i{QPVc8}>WW)%LBoKPZO
z1R4b@gg4NE@)~&Y(*grrlOfSyxWF8HJF8yE9b6+q%XrvzsWqs%E<29NzRM6_3j$>G
zq9lfQ>w+Q}6U_eo8d^4|1<Q+~@q+7fLc9?f0}wbD)>V-KbVr&I-QWSPe1L3^omF|b
zc~e?>y{o#4vjl4{g_B&@TT$i!(wz>e9PS0MZCS0(of+YQ9s!!Ba{FfSjm=5IYU9WG
zs_9`A_r4ur%}ekwn8+c1rO9B0(+_8IFf27IzfvKaXwSI48icDWroX$n_<Qka;R*iu
z)evm}@1T+SjH0W@j6dpl$!`0mbN}lOm_lXzgaa~Qd;@pX0>yrA^%i4wSZNnnicLp3
zs&PgpztwWo7=K(bB6P>UfB{CIsEBm1K)B?8S0uxv?x}{%`~^5L6J3PWd2S|=S8@`E
z1xU_B8a;vJMIB><S>ICw-TU7P*CcrCN~EkpL}=4sP>yP9K6}tl0O~pvayJr^>Y+j;
zrqI?=aQR>9CsVUH$|HgZlc{@2>vabe?u@9<=xVH9p>oK@im;$W40~NcBOd~F)?03a
z%J0VOIBD%#Q@S(MRDn|xEMC0^M&QxSPmqaU6+JtX97z3PjLy!~LZ#F}uB(dMQEG91
zc(s&iTEhl*BL~1Qy5bxCt-FDS;!G5EjCZCND*pl|pTV7Nk6t|8Qj3qCFq}=-MawWd
z<0<*GO=7D7sEw_hBa<6{>~wymbUWVADF~3AT;nI{%n(huDaQHqM3jA>#9x30AFnYb
zva`QVIkmkhkPMg`<C%(7mO#xD3*s~+xlwpYwg62#obO{z5eJI^=w8;91ox<%_cQGu
zz=2RH%eekHz(R;jpfq42(2T1w$1NLY(L@SzQ*Te~j&DRCnFVXTWpE}+6JpX(w5l*r
zNGBpL2$b_4$NJik3KU|=!&;2g?cI0aSk4lLKq1n`Jd-nK>v~~PU=90mmk#L1*#H&^
z5zn`iT%)~oke|8|$aye=3U{-&fJRf}UZ8j=SGKErjQ@&~(S{6f$1YiIN4V}kJ?g0Q
z_&$?D%_4(bBZNGLK(;#!@o?UbAQ7NN5l7<3Qw}&RADf$vGj0Il(zjB~17y@W;QlD%
z=8{BbXZJrL(!uU8vZ9~{sXGjQ2PlTl-Q2UbQs*X8J6F_;M+Fimy)Xn$1Ky3{8rAn5
zd|oqSo^wDe2ODm2@0YSX_nV7N`&i)|dlolu)bXek276>|FJ0JZ17O>&mNIq})z|B4
zaW6Um8la-p6eiK0eu5?VOjJEbxpslAA0fD`Ktj*EMPN~F&3#f#ku?xi#f>?$d7ReY
z%_*$Xd%D{-%!p9siTR<3DF#%H;rtgM(f92JITfnsKR4Nfa20%}N(CXbudE=H2sHo$
zPhJpWB8yjDU#do8yAG15rnR;PJR_z8Q6c8r`VkS(@a=4jBm_m7;1KSRl)|CxsP(sN
zWbB-Ou(QV$(wy_jL~^*d^@++e;rW97Db4fdHDu)=suHiOfZ3cdCDnlcV^(B}NGI!1
ztYE{NjEV<|Hr7sYjdI%gv7_U-j5ca|g#<IP4VOBa$}cLG(*Rekj&I-c*rsrAa$;Yo
zfR+hpuz5p^VLXG*bn0^tOoGe1v>v3kXV4p!Oc&e@Q&vN&;}5#(uX}74X<lNrWylCa
zk4Mi;Wz}d(&qi(Y8t4N3m9?k#^topzfjV3$YSVTRfUl={hIKIDDuhL)J+W;GY1n{z
z;Eoy(uecpFA8=*zc}oh|4hXC#@y^);0{jRA&SGzxd!`e&oYYi><AlDq)pEFavne^h
zC8sFJ&I3C>^Xe{M1(HbfN}?9a1-)th1sv#sGUZ^tq^_{n!L81xY1By#2LeN2O;yE1
z9`hnas?fmC04#AJN6;GHPNa^3SW`%Z?>6@TC^{EMruYAk&kS45Wt)aCGBXn)n{zgD
z35_<*HI+~a$0g=kB9~^Ut+`8QYwia{Day5@Tyk$DR0|<Qgt>$W=eOU#u+O&7`~7-7
zpN|JAH0h7=u4wj>YH_DuorDl1i5(IEY2h-U6oJj&FB{)r6o)Tc_C7j&%>s?*Ct?(r
zCK@sTY=_;RuV9-kLJyESUC;9)VqkahhKstyk@ZkAd(Tq_?fY9cx``emV0hU*>>Iak
zpD<+g`x+LYBSnW{Sm4;NTsO3?r<_l}zR~66vXAsI179z4d;5*A_LG}9{{)epl#pQ<
zdq1z_s@vl{d6%?TnCnJx_@L~0ioR*FGPyx(HuKg!k!(+u_76NvL!(X$V6P{|?me#a
z#d4tUkYTMpLPD?baf$VCZH8mQp!CN=Xjmh$*#CbAoP`GG4~$d~7L_@{tFpzv#RX_P
z0ZIcL-MA#V_$#K4&*t0;PA}ioJ9^wqu}W97xk(#^!Mfc0No3#CJgt6eGx^LBYu|0}
z)9(lW-Y#&Y9Yo0o+`GD=qY#x`3DIe_dhM9RJyFYWIPfg@y?syVw?5-My{rRg9ZLum
zIhYMr)e+mO!g~3&1hpoEKhArEb(D9Vd#K`}ecFx9c4M-fbFkjg8Va>Vo>&X?4OF)G
zv_P0kKLxhFdH2EHdilN6{jV2#bizL5JnF$PO1-uqd+##<1_b@fvlUCyR~r6wi#B+9
zO5Wm>lf>z=3t6N0F^PIl9o&FS*AIM7jk2rIzdZzo7BF<9ECkEJ==F$6niifcE?W4j
zopM|dIgQ^pT+kbSUZeTvAL*JpVa1l3vVYhXax{-RI8&%~FW|-#xNwc({Zii)`QPH@
zr;D@dKLb}<x9|V<gde9I!vglo&J;R*Iy)~cD`RbGk6UKc9I=F(pDlGxuJe+Ym(LLc
zdFFS$ZCav~Cpj-j$X}nEv3gkcpg8Eb{Ik{IN4;^HkCJuz%1KG3;Hj%1cvcn|BhRHA
z7?bk_6H>ZStf~}2oS~><xAnUH;APb6xbdBPN3K78dHbgSh9Z3jZboEs4(XMomFE|n
ziz6{0GNN8f=bw5y|B@g5vGGK^G=0of)6SH)yQD{OZQ!U=?iB?b$ZUh9Z6fN{Z!H+J
zx{)oD{baS5(huuK6FE(?u$C|-40TFxipIrUl9^nAjbcH3F>fR;e-kq*T1jGw97*3c
za61QoETBGMlA~po+R^2Y2c7a(`#0b#!Vsx6Lg@I{LYUpO5>;U0YQHt&J;s;$2Ygaa
zb}}Str+bIgZImyr1;@y&tIp2SkY)y+xuH+>?MY&RY6c+Em}~%pB2m9vEaU45X+mJw
zeQQZL^fAmLV9}yg0riW&!jD8T^V@7DgFMyZ_i*h&r#ReqUSP%79|@@?D|gb?NLxIQ
zf*7izk!W$wW%FqpNVCdtpAjQ`gg;WbV5xba->yL~(6e>F+q``&M6p*g+}DA&g4UNr
zc_SN5)d4u%pdrA5%sJuiS4GU{ew|TVZRqTzykmECH4<yrk*^6NZ>$H~y;%$olGCbj
zMZ^{3Z<w&Zfy0oQ`>PtiruI_nj*Z`F032OM=5@nw7TSA3<$G3WaAH>&miR7S_92g(
zeaj0InLos`GH?5hDEPe)xNj_emadoY{q2IeU3)G<19`aqdynn>C<VFUu>cAJ8xj@A
zT2aFK%>Mvh>AMSog-R#JWGWfDCtk{&Gg}{N2ihF#dV1XIja&GbQ^Oe+LQ2!j39~3B
zq6DpO3wKK<_MH~o4U@hCuH(znk!F9U+ed4^?zMflyHo!Ge_{FeRP9CE+-Qre5>yM1
z9wM4gg2+xOmL{X}r8j~y&^IX!d|!&3T_;5@LjFLhtrliO?p8mhdv%fMK)rnXkmRX`
z?WD0F0Nu28DcC^qB;X?oS{W&`c>PtEsyF)RyvdKr8>AdGrWKTRjBAdH#7<*T*`0s$
zO<BFi_u>nlUEOUiI~RCUd1>K)=PF+MpkLpw$hdiL8C$L@TUqxpNxo*`<9l^X;XMhh
z$b+{30pdFcZS;wD@0t{M%aU!$SAOKkS_}Gnh<#0Vtnv4q3t3Mq(n5Ksot!A9Md2x*
z5oHv&(mwl{o|v`a9C@mxHs_AEvu#$PC2FZ`=xuHWYp~SbW(SENxcOrA4ji!Ba*-Fa
zqHF8@B!h53-Jd)c{f|G-dSiom+^k?JFVs@XR@`JO(l97(a->}>V)+R&Xa7&HiAF)Y
zttTWilVIW<Z`eM9nUh@2`yD6wd75VOBcDM`RR3hI;J~hTO^GAdbfn&iCXT^G2Y3?(
zIU^Wq(Zn^$_US}fe9gwtLH3<gC6FQ>WMP)J{Z(zw6$-2U-9ryS<VL5NJ3Y1vxgTwq
z^y0E!M4i+2=MS|~*W(<{e7H&-zWN~9w{V*&u`qI{;-V(ndoIiobCBKo+SF|`0TIF5
z#7n<QVu0N51gzpXJL8dgi{YmZL|oyy2T_;>;bK*p-d&5jjsDsC9_0bxzqKKM>j7Jj
zSXnt|`~e{Y!eL))wNE?WFLn`Sb8Ly4w)zxP3Wnpu>y-Gn#YDDnN$W?;F*>!S70K^u
zQX0WaSGNfzN8MsP_;gQ){B{Q!f~0`hin>lE6<kR)n)V<QYMJaK);%=>*FF}9u-aOK
zpfOQyzC->}*lD=8uGq5QUfb+YAW&qkf-%L{K-A5xW-n;FXx|8Et>Ucy>RTi->nM|g
z838#37St*A``>(p@MHPYCS29&07Q+VC&SatPXS~z=xg6HvzaEB%v-juR9#|+)UpJ8
zGH1<iOvNs#M@yl3-MUhVP0x%_z|PF!$#^u17b@<3>%pvNcF-j0_YDJ|3*h_HD~5oU
z)-19d79?H=y@&CO<)D=N$=JzpsN0}lk~fY)F^s?kq`irsuvZHN7og&NCOn^HtCp-J
z;cd2zMP?5E=&M!&)+e-bOgQ5f1_M%E6*KF^<9if<mdhk|CR~rl-A-mK6FHmxzrChN
zD&wMq;%<9O?G}-J3EbQiYW-rvWW*31jP-8nNt44FV8K07L?%i(M2$*UVFaVwh7538
zaM~CocO?mF;t}J9r2u8XW6HdhzNEA-Tauk72=M?ME*R-`>=#F=A#ElIyPa@IF4?H0
zE~z|N@1i!XO7vjQiD{E{oYTPMWr-<ACIE~_gEn_WlZKrt&sENQ|Bb7?E!UD<4%{Br
z+`Lzoh`M+0?~78U5J}9DtcLt#QdqseX`<6P_wtXn<pDhyr@BHNm5#jg`^gyc5%^c+
z{T`{bto5A}`c77_4*bt%Zit4u{<3KOq(8M`y@H8JKDt{B5P?LU=S#2MEC2YOQhu%~
z<E-=2QG2;+GffHF{#wX-sb2Yc9M;b5<%inS&fmnfhjm<S83C@>pBL67%NIFPMCF-#
zrDi_e5V~!&{=e_ezD$4YP?kI}sAQWfwW~doso<K?>w+nl&Tk-wG77Ja*zSBW6E-;w
zzkD-5aSzl!n&D|A+gmN+jLgRLWKo;IHV*C|uhY&Ic{_*EN=p@slm8f!91zDsJlre$
zOZge3E=Bx524amIAssWu>tikJ)$MlS=l?h2WXJ!hw^IdAb-s5qgeXe#+rrkxAY@H5
z|9PoRN6OTM^Gw%3*F=q5$<<+ugsiotLn%u0%s`goB9H>Ug95loC25?hTJ$1oHL@)w
z#f<p{;ZX*DBN|FwjvP>els`sP=Q(iBvE-h7mV6G_5#6qhVWJqQR?y{H6`Sc_UQo*B
z5^tn)S6#-lN7AI@2@dPPY!!;r(>gx^X-a*!Lz<u=Z;Xj}-!CuFv;eq6gRl*W2Z{42
zS+^bpg`~HOT6QAh*=B9YWPyK*M+=H^5G7WP3z??d`wmLwD+Ic>dt8#)OdRz`YS86K
z<fg-K4o^pzl|*9Y5;d^zvqO;C^<Gp4T7xdL9thWXt@i<>97I`qY3^NToh$^}hbViA
zfZO$R!ho^S@775NGuz}2lDsH&4lzMCc9UtF_aOyKW69QKGVzT>T$^%a13>i&IU&lx
z0<&4wV`wB^Z6LYsUz@yFFM7WlpnMp|0$mSJ%Ee}8-Dn`UbJzUl2}CiBT96-eW~!^3
zyJ={sR2O#dZx|MOsk6PCg-rXD*3#Et1#MSK{Fzrr4+l+Y0GC5i{AH>esUtl>BwRB-
zm*P4;<X<leuDu@e4(!?C&Aqm0UD6V*4iy=(qWmty&=5QKJp|T@x6Bk}If<)HeaT4&
z4+AOHl9F5bZ9`dpv3q|>mk8MVxM&=2I^w653OfOFkUtT;+O*x6uKubYlcmRM5u*5s
zF~L#?K`_>6Cv5~r?5W8=$RiuB2SIP-rKU%TkAc*)?5RtH!~X$J!iI0uT)s`10Jeo7
z0tk8U!m#Mo74&Bw1yE3i;wg_~=vzB2;s!F7>Cspj5wl-NfZ=F;GkYW$Xw<s}mE9C<
zFa12!??)`S7fu2j#Jx@m@weX^14=<TMkx~&w@jB{sNBO}!TJuIzWw4^i*7+*2}H~z
zgv&7>pyq~{Jr8L$QArRFe*gRZ>(8C!4C?H$J<pUeDA3237A$usx0@GIn<6A&$aOP|
z>l6JSwLl$(qzT2^-Uf~6)YKF>fCB?{<KXxxC)&*A9z|ug+YPo{l$FZVj2P{=CEHE9
z<?LQPq>(|xhl8RBpfPY=%cT|qXxdAn1OaNd$WGk$yMx7A)U@VLX>?WX@{>?4g30Jz
ztmR>er@=lFsY%d-qN`>LFFj(!GC<U0SrTxn2&u(WW0H3LpP1*oV@5kA<{H2!5rjk*
z(04YR%!B4m9Sh};2?1WF9F1Q+xsd0FaX?Fg0rXupOCZ=ZRec&W!_K<(qMbn&PeP4x
zJ88<`>aonA$!N`<Ze>Lje-uQWi(Lv_c?O6HMn_=A#w?cN2Oxx=UC-<hLlh^)dWQ2A
z>`fe%YGTnT%`wvp>IKFMTZn0e`9wmZe?H786Afv^ey)#L20?gAlLit(<J69B<JIZ}
z?3kzodU)N-TYMEM2}xy5S<ul~J%h*F@8qiFNIZ(c3D#=^vPnC5GJ9_2#O{@^;GMwf
z2_60B{OD)rhX&5O<x$?8u@`f$a1XfeZu=R4`0+<l!o2KicRuU7`oZl7Q`?PlUX&I^
zMQ&dT1A5pz<ySR7=eTU=>*&8elz%b)a*1Q!in)EaW&s>WC(pYDpUZ?qOO-m8)RhF}
ze(0@S(2IXH(B=^~d~-v7k$&b}j?DAD<Id1w%Z2Mz*+0hq+0`hQ-7S$T$Gc>K@ueBo
ztr7qcv5C#>jz4dC`0VaOAXuaK@CZ=GGqt3>Rf>b_vDh3RY7WX&zzBRo=OQ@k34v@+
zSbc#{h&RxF+DMp)Y<T@X7={foLM2Sip?vId{_oUWyE69Z6a6;;7HPb=VC#1>-a&#{
zQG6-{DH!wfvdxW5<YhzvM{WKCxZ>KnYg}(246xEm$iu-gqSrEJBGxs5fCG&wHncGL
zD-f;*Xs%OISBAng8aDzY1h!_0HBahQq2d*qL48l`^_F5radIZUAFbrGd_U&3vZyI@
zQi_{Bl4eT^T;rblrdEVuFr>jSh2aS}6%qfDh+T~b*T)sYLMgA3rwOotZhDfj26k#K
zY-+%!Wo8T({S~&YoHn#*ks@eq)G};^DJVQAZ|!Um@(TGYF<I8_Y<|~3TnrtHQ3ntS
z0CrzV6c=G+w2pUxPG%}+vR-X2t&7cd{Bkb<c)j<6Dudd2YTaL{YW<(8GLflI^(3&{
zAaxlk0!>rUAU5r5taLQ!qf$IAM~T%&3Tf|`UDKl)*<*A3erS6SR?JayG`++jI^$R<
zw6*RV*l!hJkJbyC8nu+faR}+-nc~VYAt)XM@ag;K7Iu{_$TWEb%k}b<L-kU|eIm!a
zO!F!Uk{U_sP(`j9Ia_HooYZ27MqfJB2oR*?_I0hYVQ?v!fjx>wP~L{cxQ|WHQ>SRy
zH{P|kza)V8;?Lze`kF!%THnPkQ!f)D^WXa~LK+DgJH?&W4d-f?4K(oP^=OIqn6VYI
z5C|5JpG4q&X#OX3SCWohF<--e5zU&p>58~FCaxJEOC(Y9vs~CB{syGeG{w_{>Na3#
za>>XsBwLQ8Xl{rIJm{x{PqK}rnM4|b+~VEUVnjex(`CPEX6w3fofqld0nbU;PreFy
ztA@tV2S$Pv$FUj*u(NvT?K-sM9jWiP#3EQLK3-xxzdM3pz*g1s`l<}A+V;^>1g4u=
zWAEMMyE=M!Otr+C#bSWhh(Ht3wg_xlXHmUW_nDnRXpU%XQmjg?j3%<7-H0d!hLO!j
z+?e&NV(U(tAuvqpHWUcy-VfehkMA^u5x#<5b9oTr$leo_Z+oXjy`)`=JJPTkF;1HD
z2_k>pVky)|!KusW&to=G7Z9<~sTE>@F*CKgO>V2*0v{}fkX+@WKXyuIzhNd46_gs}
zVq77{6E!3Fpb+Ge&>twK#$4B85O|4ZbkrqiKW0`75iEDxFx-^yn%LA;-OkL0q=A>I
z2gUOeYCHJuXanj>3AO7ht+lF2IeHxBo|;bmM)Px?cT@ab`G<u5)2FU~9Rb<WT@OZ-
z0E-5*vZZDbqW*!P$+AAidR-wkg~Ib~fsX(EcIWkzQ)BZgdI*UvD{dL^cu7MQa1pS_
zxnPJ(>>Qlf(tI2E_qpgq=U{Ue&|c3&_$fzf)^Mr6!L8s&n4b?#uUwB0{!nXiVZ;3E
zsX@4Q0EC8-$+-7&Ciw|4!z!Kx@I>o7ru6=?f9~7Y<E503KeC|j2Y~^+i#sRpJkoT|
z!R){9mN1-0h^It8?thtjRr=2Zuu{jg63qwX(|0WoNa$SC)Nyc@*VNOj0_Xi2Di-WF
zb@1K5bggP;zRb2Ep}NWtq^4-NY&SV>@){`jk)lb;(RMB_l`Ae))X{pBh%cs&hvdtw
z0Wt+!NVY&lFqsmjBn%cL;!Y&j;Rq~KJkhL#-``0COlF07%b^`_YbbS65z5g1FX>;~
zt>?6=4uiEiZ&tsK@|_u(J?78j)U7}i4Fh{73)-L*)Ik-on3*0UVp9^Ti${yX$F(96
zHI((X+9lC4YCc;5L>8sknTjo!f-T3PO0NkCfdGB!^;V<^bRZ^-|GZByRfj7!3RJRd
zsIJ{rO`?KSCzzYZ&km3KJx=pZlkZ9&UqUD}5CNG+<DXt~L5kS+{+PKf>)+WlQJJ+3
z)*LQ0`4BLkqhIFnxQJ})_}%b4RZCk3zaF4S^U+4NogWnUtI&I;#i{wZar4h%2bmH*
zP5ek<TQ)%Nj*|gN(|gMWkP%N)Ofc!mT(tguNygqc>TSUB@uFgvo5RQClVJ;0lSd!M
zV%SCk6daS(aKOXjrHdFoDaiCq&-DkE;T7q_l|#$5N5r=t_#AxOLzO52@4XPoL8p`f
z*8|*tC4|TIiy07VxNPS1cWJ2yf9zdvro!yp5bN(>{`*L5T`yTq{86Li3I7aPH!u0n
zrjG8PwH>{$bkSMQ7j$K_?iaap)Q-vo%O}jk&3!OAMjG?aT3;Ka9a~b&WnjIxAGZ7O
zyIa1tk40jD0Qk)+J<K$EJ&@e+xTL%&uJ>x4%EP$lR-<7UxLC#+ddbo43JHp%83kiW
z`0AwWVcCH7jTl)$1&JjFg7qS9O{c$$|AhW%iii<6h5`5JLZg=bVu`ZPnW{@#L`9?e
zlp~5uVbOT+XioQjkw|u}+ZD5^_HQ(YtvqW{`%f|kK!E|qp{gZ)Eg3R1GE+d~8i<yc
zC#&zNr}wY+&@|I%o|tF29`GZJ<3hKBX~03_A6al|A#8T0Jt1B^cmKp0e;hmp2J^zm
zi5mFPO|Hzv8`uFdn>vv!M@>1rEqIqU;M;~4rO^B8M?>Rg-*Zw}{U<YxUp;GJM;3_B
zvPQk2`{&sOfu4(D(Q+Dzv1BFDN-LFFGqSm5B_5VNYu+HP1oOgr?ShmuCooepV-8mU
z0L)B2?6of_%a_2d<=gy93?uf;A172l{ZRYx`-pGR<4>j~MGwr5r|yg-SB6`h{$r`(
z1xni$1<E1YQtVkT{_45k_@WH$QXX)WOSn3u?<S}3Qu`#S6y;G)5-U$7Tg_@8xu2sK
zsIF}V7tJdKn%ZPcRuBNh*?F<(O#bz_vIiY4drng3*8K7XmtPHBlYUaZnMYy8_rH3t
z!w=+I4N_1_pd+?-J$o%}N#fW})UWwX%USQzxMG!W3iBRUpT5ZX^NaC*ahB6rd;i*;
zx~Ghiy8CWJ;EQjQH*O!0a|<oF*ebb|u#CxFJQV~TKX&V#@Ea0A>_yM1Q#{IlVG+lv
z?MJi`a-i)i{-}%+;af+LYc(n}>StHhKuOSZ$3o{CuR|<17qBx0{`bqmlZh`&vJ7Q9
zn5ZCeW2657ksmp#g-Qy*u12IXm(wlYK;$To_@%g?wY3zxb=-3KFT)criwKE{Msm(Z
z-9=Z1dmWs^aFUaW-VE6(T+pOd)^UGt4QnzpA?j6su)fx}PK_G3Q}W}^iN^p`<i(y$
zpT}MlE^itRZa#z}OUi745^4Mv6OSy3rZ9?dRfZ+LdAiAG$M@JE$!)!MhLX`J+a7ZT
zIpSzu(UHD53&E&yF$E@^%!y!vY|I`Zaorm&HWCqR;O2DrMYex1nEi!vq92bw1328$
zFB7r**m|?8Aiz)<4h>t++jwWWm>S^w+Opqa@6st=eV}U#jV@ze*7XDA14|G*W@ZCg
zTL7o3`<{f7>Ap7$!_*1yhEtbnS%mtHG*t0%7br<C(j=8`qQqRr8g1K@y*)>xJ-A*E
zea3nJ&-(ou?E~(C4psxtMUtDZ6obO@R>{sO^k%(S*RD4%K}$4+vYZ}%clX3!<1Vvv
z6}4u#1K;AJ2Op}$C*ON)UlFx&<UysGdR?n?djAsoL3o>ULz?ODUkNM!<i@L<(=WI*
zlzS24awbroa(zj^L<s^csXM5j&wJshd`-DT50$-hqx$eU!s%d`j<u?1QO5^e?I`Oo
zYDMx9!1*=Gv)MpLh^F~p@iCzx{7hZfXk~wb;r~9bHRiz0ok;RlfdOB_>3!zWx>&Mq
z%Xa(rs~=dee|S-ih8dQ;?Vg=IN;7Cyx(-cAFyd!WSj`)Br5f2Um^qP(W9GMtfHPTJ
zFBGK9QDrf$t%}pwt}}EGpUe!3q0|*Tt_sEiwLb?K=t~WE=db7z>&SV(SlJDT&|q-x
z=xYs_DQNl%E_%&(h_)#Q9pi|)OxDc)_aK$_ig8axWjEQFkv+qxrc1gM<JKnc<cYo~
zcJ)M*Xrn0x_`M=N;~twBu-UHEd}Sg@ea;9-QiIz~`30mt`y6RPPRyV%)o?Wc+F{ZN
zxZq7Y!yyF$NBgzPQE+De0TP7B_TQbNo9v1&4K?N=rrLr!NMiE+ZfD0(n(OvjMx<Xq
z^lrEJ6=<Q<wtRxDtHAl<#6)7kBt7i2;j7j~jHt_k^S+Xo)-tU`x7e%~sjfR%jhP#Z
zA%>n@2C7#eKoF5U@>W7D-6umV4T$jy*9u~bE17h3Oh;L1qB>Ue@xF!(>K3sTLH~VS
zu}MtfT}XHgD^pSBqLbr?1=+Iv<U3a{I{`GoSi}EE|H+|$T!1KL1}yBzst-B;9KQPP
z&vd49fYXUc|J)7EfjCbFAgKrwzpx~=b@Qu=C=vWE&cO}!{Igfek&Ux256uh4{xCml
z`kZj8`$TS$N~D?c{hyVPsyg2395J1ZqZPJst}G|Z6Gx>58TYQ`XITyZ%dd^UGI&jr
zammfhvq13vOw!FN#M&+c{x%e)9jDEjKfo}W9+~@N;pW#P&V73F`FGE`6edf*`U~vd
zYm$62+`(3)$q-$So<%I_p)L~cDOZ+f<+yPFsMJB-ledgzoLZI}WBqWfp4s^D;by93
z`O`<?MbqeW&G)?IMo!tfTY1JZA%KHmEjF5DftBb<*yeYlzoc$XVLZiW4e;dp-!tRV
zGu);q@j?*;KSD6MDBTWKD;XbpkvEe`L}mh4J&&2uv3@Gr4UIj@T)7hutQWy+Mk2%=
z&8UHZLndsn6Qht;D!J357vYq5=cI=)b7<q@N!uGAi^{{2$vPJ2&)8qoQSW3OaXULG
zrb976$%S;{w?G!HYd320=+%PDDn?QSy!UM8uk0Fkyk3B*x~lZ6z`wVdlGk@g0UN!l
z+8+YUN!pH{uTkxf%Ke6AG{nmR?y41QzC{+v=bZHZmnS8>6L7`82wr?(gyQkDRHK|)
z9suG(0IOv!jY6LCo{VoyHkUJvEB!H2mR4R|;RZuJ%?n*RK5ISVG!NRiKsn;_AHWEv
zqOO=I7whMbj?_XWB7h=+4XC4XPHQJ&=LP~Mo_70-pYFQx_hBV_R>f0vB}3xqTW7{C
ze<%t8let$xQJ?Y(z1ggNb;SAfSK!MuVDed%^PrrSi~JPiheeLq@bLi)t*5$<sUGff
z;JQ(ovM(y_w}VWO79Rjg{hh))l?%-=3HF__D_aeXh=?+5ma1xP<yN&CZ?!Jt+F&T_
z=|;ea^|Js5R1pz8#Mw^S!<&wY1;F;4XSk`wpXq*w-(WjEJC>85lDu)%JAHgo+WvRa
z?Ja=Cc#I{VuSU$oaF1l6!NAXQ)N#@{MG{JD@$*E5%%KNkf44}k9)wAP8`n`J4)3!@
zSGb5Z#S_t3`O}TO8@2SBIr`<k`u-4wv2I0PLcE;fs+Y~1Kvzm)I#AaE3ccK#>qE-i
zAZox(?x9k$(Lqoj*tpN75S}1R!-OBXqxPiR&>!Ofb~lznW*UySK@PtUwLe=NcFSLx
z+AR_cOYlYiI%70dCQ(BwCYPkh&HE*hqFUxP)Az(A$llk4=?)90UapC13O*J}Y=(9Y
zqEGQGjZ+e<`KgOZ%6<YB)_Nc;?^)`vNYV5^sZ*bZk0gwN$3#F!G1SB?zXwZHcFp}&
zr6NvPk|X)PhvBhXSV_^Q-*B%At4C0TEmMQE7#6u~(fwBv+A-tTH#;D1Y-Y@`z-3Fl
zp2CA`MOXGnVM2^3xT!2E1j*gG67p-rj>T=DTgcs*G~8BG<Z8wGdeOY3Kr^0Rdm6;_
z&Nm99;&%*W>w?g<`0akExTy4%7~{68$m=$%o=jh}6b-HzfF*@$B;AYhZj~e;D+`pe
z12EZPCTZ_ElS;TN0UXIuk3@e(G$>efV^3YAl1SDMW4dBzsndy`$6si)JH%{Ov&P#1
zV#YWSWiwGU_IMWv$6Im7(QA)#At+9BV0$DgG)a6cqyT>`3JayMR?wIBsrw??EUF&>
z3c|btyH2dF8tshBM2wt7rF2(gaycd=pQP|;>M8Ka1-8wn!$atqe*6iZAsgf?8(UDs
z<!6ArZV(xi5uYsd;E98ou?VRqiWL=%Giph^6})<7+TTi()(KH!CMZ=K9;PjYX1)@}
z2<QYuB}~FnqKdXg=m{o^g%BaA*Xtz(1t#Rq$kg<K|NlVQ996pbD`9XaO({*bWX$4#
z5H~fM<+)koa9|2;2=r_hqBhaizjIl~GI1eMQg{>BD9(Ne_@tpfgX&A+FQWC(Z{p_Y
zOW1)M9jRqAi;!2pdsN^coAr=x@21(Ame;!=HZK90up~)iE1DB<ZE~ICUem!_$i%P=
zpQ+tre>X+VBX=$LwI=AZGA$&s33!~GpgO6<`f9QG&mt(!RP=ROQuDvCzdN=gmcHXw
z@E@S^nyAsH_Zlj=s`9We@O`e`q40al_oo&ubi$Lb;uh+MuH%a>qmx+hOMjWg7atzo
zAGou>yZie;z#F&d>QQRpQlk_tJH|VOL{YZxn<ezHS>5P1T<6C-yS?fAZyo*vJZJVC
zzHlN>sM9Re2);EH>wNrg<M7cC)Q=Ho=jq^*6Ruy34_IY1I#&As^Ue8O7IM{6{d`o<
z57Y4P0RAK-ZQO2C(q?nQr0Yn8^UphH9-gbT4@lQdI@Ftbkd1XoxFyidx)>xUcD{lR
z2{pdew_B`u@Z%r1+sct<ZWZUc93LJ~^)1dl7&pvtnYK{-mvN3B&?Eo*QRix3@$Z@G
zAn7VYrP_ZFAD-MTywPL{lmv~$Lfyv18(xd?xGh3&HkI!+S(Bj^<{bgIYd&UfX{vqz
zj2!RuB+V#O#Uem%lc6g&6c+U*HO4%)P#x`|We$yO<#bxH?^ey$zZ`{bk=_U!)19{@
zP!i=Jy|rR4#RlOJ(Ts3xOWwl>^T`w{S3IQ60h~n`Q``Z1k<#Ddq>}V+WY!IWnGKL7
z=9X5HdW*Q(i$)FP$W~v9tPZU{){DwCJdsRawi|2b5TuBPF<!xz?H;pHU=T+m0yU0-
z<6@PgGj4nZhanI%kov^NRHkTvcLWwi<c)R1h>e|MDISoo;<<=z*sUPx7jRC3udZ~f
z@&t;@6|ccWa&a%^s*Z_Qv)b)JV@fbpA^tRn4+~UmqDhKc6<CU4y^Kls>zT>CW$c$T
z3QO7T5!tyEoT1S;sjt|uO|GLWP_>XO3RxfZH=!N`s~GXx*?qrB`JYxzItQNMQ36q<
zKy*V~_e4)tDY6jEDlA?`0O0-y5Iju+@SvAACl2qWby`1#eC>N0WV4O|QaN}N)xunQ
z6p6!X;Hdq}Y!0XHVOl2FCl}#RcE*#CTBd?%fDITAr)kw(l9>gwP&P6hnN=Vb%I#CO
zvAD(+Sj3cJ+>3-cHAjkIIxJX4STiaTwT}>lay}d4s3M7HMDtT2;RIxrq1-8{Y|#!w
zE!_8gUKdE2PmNJ*k*ZQVmWU^_(UrwBW6Zo69z?O)?Ek~la+V0AM1;of`=$<h>el2k
zN?ggsLX@yneI{kHqR7mh(t^M^1Z<Za$!#EQz+3H1w!*46CvVx2<)NenxR%RDpuGmE
z2m{)5@|5(`_(Ej}51Mrhi4kwhb>-201pu`|RXVX_j<MpIHslY;OZ$}mz$--UU+~EZ
zk!?FVrDIXc)AVvOApTsINiZlnHHkq=gTT1`Vl|nQK9;Ku6O3?sK=q1r=P%U0cT*7*
zvPIZbzGPAm8XDFLnAvK?O;H+odCAX=r^vJ}7r8;?)W<7eEBV@T3xt@q1gV{qw#Ata
zEuQJ!D0ErquP$*awEa@ye7Y1(v2_E19+kkwlXWtaeTx3)FG14O*3q=k)TZDm>e^(u
zPY)gRNFdfZ^e{ZW(k)}d%Bk#qms`bArvJ4guD5L&-C8BKuMB*BDJs6%mEoWCOa8Gg
zKAv}zw$oYBw*llH(NT@VJS<l)8&TZmXLmjnA?os<msgg%y}wtL{(0!1t<V8_@l8w3
zzijhnWx+Nd?~Xfvo7j~|4t#kRtCMeQjX&r7w1E0Z9&ns)o*k@xk#LQ)`gCEe?{T06
z`O%}F<sZ!ccmf<%$2_v4Z|9<pmi&Fr>Ne0b?3vpd$eO;@%AR`9Nt=>yfu-@b6f|yK
zF)|1NQmixq*+%F=a-w+5B~L!!7?vuckMcN%V`DsKmSuVybX6m}hM5^|FYyEb{B+ne
z^r`jKDKEXM>Z~A*rVvrCm8K~C5P^;_Trw1DBvuSkqc;h_P1Hfw*{<rz>R0<OFzh_~
zY7`G1(&`zxT{$~&OZErTSVbMcZB)_{U)dz|9}8@ODqAl}+7-gXV&R_NtCQJP#JcGy
z0|T#91DrZ1tWVzJjS)R15ZRn!sxC=kHi9_tVEcBzn%0)Qys{ZF#O|bbG{eRch@wL~
z8f?xQSmvcp8xE7keBUe_(>X?b^-uqr<x)Y}WN6aqx{z<qx{@Co5=5SwV6iJ2{BGVs
zoAz$>R>!|tqSCjh2^k|`P8hLmjTK&>fS4^~adVAH>YJT*!liV{7_w1Swz-DtyJ*Ek
zIyIA{_!TJmTTB6#2{U05+aVlNWzP}slIzNuW-XaOLMtOENp;e$7?7I8d>usWh6OhC
zRADzW)7lddK_t86Un#C`7+T7#^<=+Y0<qz1rer5dX$`<p=p-=0#)=SD!y^OJw$3V6
zjDec0oKgz@fD80tNh>HMiZlHvTxgy-|Nh6{`&a)2u^bh|g=8gG`h{wvAEb@r(Pw)M
zs8iB>ff!OK@D!Jf%4}wKIz*r@!*GV#ZLpt_r6uzZ_VCtLax2c__dWzYy7}k;pfson
zBQIxp#z(K#VgbYsqut1<m6rG`&|&<D%Oh)ViW#cH%K5ivR&V=q+@D9%l6kF#5jI6d
zx|#?7{KFR0XtU5`0oM#_usoxGX~kClR@?y;Y~)&>x83Z4vlU$bFda*4YmJthj}}xl
zW$_Lat2@2&2Y4R35^5aD%hxpKWZIw|>$q?%xc$;^>zRDj&UR%RA2z1}(U9fskGEKe
z?dXoXRO-tFRO<&UI0B`FaUZTCO>UpFNFQ^HxB2z0zi#@dyS_T@c(S&PdVBd%E5=J(
zmu#s=D#;MZF1#Z%vf40A+zUOWuWuNWQ1!L%T~wn{E_8NX?nWk2-3<$=lk$!bO@F;(
zbB&uWYpuZJHhHnt0ks2kMPw}<lnpe^g`lOMn1m+R*8qbgrH1#=-~=zNJLneiM#K!8
zf3S6n$eVhlsd+Z;r2MsO?>?R#HoDI(E2BBMm`|}FC#f|#Mzu%9v?)YfsFyay%BA*^
zrnZEwGt<`j-W?q$T>t=1K><`c09gP~mIXix!vg>sF#@q%cVYH8>i782G~Zfid{M*t
zqcP)Esv&7eq`2EjE``1y82Z<Fr}y5ycPA+qAX&hBPw$})mp&2;dGcCeFQf5aZv2mm
z^|yDwT~xBJx5+J$x;|2OljV%;4m&brl?`}WWc$eWERc(pFCZCfeQnl?JyH0-TRQ&N
zZhFU|PB_ATTs?F(iShE~9An{<jyguu{-%Gu6&!d<Q6YG@d9m&-x5nu3?2rhEV3mxS
z%+<;9npnU4Gr6pYf?e}Z8kl#+I%HHUDf`9pycJ)6vr&JQ<b*`MyKm<+!)vPWa{j9%
zeSTQpSDqCi-qqR+jqiN<u{dDk1ao8Iz5hM<*MV!Flw;0b$Ee30x*n&0#;Jr+(r`Ob
zXnWI^>yo*73^%kE(()f5dF;be{}DaO?1yX1370PnQEZcj&z~hy-Ab&jPy25aJgTht
z{p$F|(8|9){m)iz>W$s8I>N^pK&FH(o|A~Fpjv?V*~luwbpL;VdcUqT>wkXv@tYxk
z#08|D$*t|JJiv1<DRff{As3eoAGto48rVw<+R1@B;k#*f#JkVB>$m_Wr}=NLZhq?B
z|LFP4SIg;)(`|nH_fJl@uY}K1-Wcqf4)@w!bm<B2&81|y#5-NUU;8q}4d5);dh0@!
z0fHxo>nhS*O3q^Mhvu9;SHgc>UJk$S(_=L(9`Z!ChinV)FU2HftKs(37mlX|{`wEl
zXZpSz;j(w^NQC6mCHK@PdN=EyJ@p@6h}DJPYx-v9TkN3|)=??bl)WHz(RDM~-`Upy
zA8g;b)s&4?+}$18`=3fR^^?x7^_*sj!jJ9SiTB-|Gtx>#MAi$#<J#Bi6xLI(XOs<o
z2TS)RY-GNl-zxpIMwfL`)j(yD?7ACSCteyxV}fGqy^cItOTJ6Fe?lX9=*lmjDsfEo
z-3t-Envg16CqisHKzBaW_4Y)NG`@V(H#P9(!tC&eN4)GgY&k^dcor+*7*9@wZ?Iyt
zCrhxjF>-~r6x(W|ZGtVm0ab<(Yaf{6X_b;h0BE{rOHE?5q;<(|y?K1x<JX^V7PQ`C
z?VQqFvqSP8OXIn2e;W^dy#4miKmYe2vF5n@b*RzHUfa92F4)?QB5hjx0`z%t>Co$>
z&5(qNtLb-6D9x9D=T!Rr-S}@&&2V^s*}9#}>s4EL?Y!;L{{S-HAJ1ESml&`G4(ZDr
z|8_om?{Vqp5$W<vhX}#aO!A>4c^Yd&0W*5G@Uo9&^7?a4dkgA(gzX_rFITt1%cVGJ
z?Rn(il6kD*E08BvN6TlUOVNHa?+Koeqa^NKlNZQjc(Qui)<7Y=5SacE`awMu>6`;;
z+PzCuen;ssvFphOR$8?whGyRT>3Rt6p@~LM0t;<Zv$$9|WcmP<EKr-yR=(vsiy1!Z
zmN`I~m$ae*(#lz8%Ww%+hD4XDR;ZDNl}h-x+=%yCgQu2M=h^7C@SAk>36`M|!#m|$
zN^i+>j8ab(&=8jpH3})|avxVFFYW$hHUML+Sum8}p9#OfUEV?V1i_`5#5&%-)5U@v
zQXHJW)BGqn`%CGFSg57cVRG#{oR+)E<`(a~RE&;-{B@PLm{T#{f>8b?es?bZG3nH;
zD`8Pm3M0qjyz{O*4147D-5hi-%~QKy`^r&MOybQ>Gqt?JOw6;$_BPAbC7)q&pxX2T
zJm+{U_lQj6i@$m;dOqN;KxFxu|MS&5a=-EJ32U(PuxnP2g_C-BmDt$A$H;UwbJ_Te
zr=CNP5&!IZ4k7seQ%<9gH<uE6|9oZqy!Oz}&m!Fy6_s&u*8c%6r4$wx>0Nt*e0BU=
z{FPs~RvrHCtnJ;oo!)QSd~O8cd^^X%xz5ZdzruFMdqHxXyx}IYiET*K)iDoP(RbgH
zMB66}d4ZAPlZk>;vM|)84=7=Q>^^qAxos~j^;XvPoh9U}oRbMzDrFTu<(eZmE6!(4
z%l@(E3@>(CVCy|pz7BDV>#DnS(!j$*zxgj;4L_VGv7P1R6<Wb%d1aM5_i#@dWbV7=
z49MU3U|*YaWLpHx8QodX8;QN3h4|+LiGObX@x5%XUdJ!_84#1~;BW+7so7%VmTy7A
z@g=K@g>889v5IAMqVuPkYo$){6&E$m7M1-V9=$Azm`Z5dI%%Ft-zEJ<tVKSwSvvpb
zW$)7q!w+a3wPojBh8JF5bY@U!g?oX^pWZi=0t+sj{Zp?jxEs*e$z4%cde<`{_xhVi
zj{xsez^q?wxsn>7k2JpJ5`8#JX(6)cTSZn~rS18}T=TmV4yU!r*QFl{cWw$lKVSIx
z#rn^a0g?ID$(o&q{~AuNn{=i)*bbDGAEh|E$h396`!IU?TSU+JF>L<7Y9q%3YC6j2
ztD!cJ5p7pX3PsI&V)l7LF{8o~8SRhw3n(>H2KX#vkErI^*)-n!6|D59VRLU^S!woZ
zckGqsZwi|51x>2t;&bORl(2N7b^qFo{ncN$9yb=P`(~agJ&%%7-Z-xE@KM0I)5EpY
z@@pTYA1x=BQ%>k)<-|5!H9saaTT;sHqQFL@4(~-cV8ffu17yCB^_4m;?8JOOPc9Fr
zzxdE?z*)zC!r6Ad!pY38X@rqgz8~W3kWt{@oT&Ya*f0MwKF@K_Pyffg(@)=D)p>cy
z`BQOK-*xGekF4O+!%y`d$}Ko%lwEa|(7bXg-DO*6?aQ5|4N{X7;vdCxgS+`Y!>8|^
zHI!{nK2BUvAeUwn@~>(p+n>dVrlIOrtx0_!KwrO93I3Otd%wvl>(*O?XGZr9>4Js_
zxpyJ=wUX#8rgOJNE}ed^q}2I+6GZg=0Xl5BzZOw4g2bv#(H6qjvw$kbv$&Sbr8jaS
z+R8V)u14J|`cuPXew#NO6)k682Y`hIOq<%6CQ&1i?*heHe5f)bhyb14<X;N%yo8>m
zHEgM9M6ut^F_l2>eT#aYt~GHQv6iDIokOoC)xrHZTA@$k?r2{j7jIF`u8uaF)-p;|
zYC-ZW2!zR$_!D{j?S>2xrC#Zk+TR-@4&wuY?S%tkBM&v9e~#rO9CdLe(9ff?2Majr
zijHFHCz^^a02F)>$cJknhIYZF5&I5i{<wblZtCd@Mv5rJPC9!$5hGt@aa*kF;I%{6
zZ$jZBz*tdu8t<PZ)0()oTGWvb$GOrfF#E(KK@`Swm*uY(%&FV|_TLQ7`Q$)7bI}8H
z)9%qt=_C9dA%sDsHG1ekY)H3m{QFGReH@niuyoKkGS#}K+R}FLude%6F3&RoFBe#0
zpAJct;(a)_mI+;^pQ5+BUY1`oD06>#*5kX_2Qou3=yTEMVB4A4)Vknnapx}#U%&H;
zW>s{0{=|#F)HI;oRRM)JEwQ~$+o_Bkq+)rUhJc0C7;!i!6LG~eSU2`^y7{K*l|w4m
zgZ1o>*NWtIF10V8mujDu{AP>E2FP++G*D^Umq-k2VFNOO4fQBcU}~<KkY>di6{Whd
zA#q71n|TQ}FrH{Vi~Vd67UX)8%{1m3P@_R3;C-OPa&;hgR}7;(F+R$tFejyqCl;_!
zF@=7@Ybt!+5U?r84Al?5)q@i$TaTQS)3r;Ul4$3`$^0y@&mBeWU=89@Q`WH!h5l(~
zI@Wi(n$XOKOw<AHfT#kyDP2jB+lk2S_L(#}dUyWE47@jg%x;T|vTnHi`_RAr!8c=A
z?;5LdrnnO`BZMs^NBplFYZgHH_7)(hXSbT5e5$H7Nu4jC$ArKmmJmY1s|N3e)z}zc
zjfghH)R#H)0gQW8Q%j<$GCS{e;00`mF($))swGApH0ArNz(jV-J!WjRYTop1#rJPV
z${uZ$mmMPSHuO**KEfQG^}m;P?|!$Eflu0>-<QGM?$O^+KZOYur4hp`%0lJw88(EO
zVPth&=geD`0Wz%c>JJ5K$@^iGLAyKM4BMQ9d6Pj-a_*0t&3acyjGZgAhnMgUZ_hgn
zPm5XskGkBgEzPX;=>Qyd=EwN#XLAY$;YH1rW;_G+Oa}}`H=iBMQaZzUnRejp>2tP&
zayLtlT+6Bfx=<(wN!a61u+^XOzsXr7@Yqsy)5xeti)Ugqo(MX{lB!Xy40@+3AFx~B
zcR*)I?SJ}@%AJa1W&dq@0e5GDcs)L{<Em7q>DB+0C02Z2n6E5zr)7iV)N0CHw{L|F
z?-uU1Tzgy^?xm{^Zl5xc#JJ5sgbXjq@m*!8rOBL^^c{aBOI(WHH^*0f3K<{tYM=Yz
z6VoH0PC}MtZ;6Wx7P@iOzZ-Ksx?2+jp?z}=W6bem&4FM^G<sJZ(IiqlWSfXTzXA7I
zk`(Y1*Mh@iPEA6W|KBT%293faP+%^RAWkHv$!+Z%3<kktJT|v9=o9{paH)V?3hY%v
zmB|+pVrgT=*Rz|gG;%{kf*hNi&=MUh&1I|Upf0iMolWs3x^?mkET&UeUI4J33N}QI
zYh1z3MMP^PzDkK#0F3y`PykDc*zYIhK$}t>O&m!xp_ImU`}o$*WNS9acdMYRi*DBp
zv<G!db<62`S*GnC<%;q{mwP5elL=TTR1}X#RPk;d?3N1jHSIxb+M`XF9m2ZEv`-2g
zu&Z6dt0{8rYL<^cbuXvICO&YCsb(ccmv}gz4nEmF)6E;l>k$kSLP43PO1Y{tx0J`y
zMEW4DB)f#Fx;E3<kU)=)GHROY)1Y`St(qyZRh(7?TeL!ziaP8&;4@-C1dU?m7~4C2
z{nR~Fwuw7j|G9Zy3q7`fEB7Fim?ks7TR3NwlE-4ZhqcMAqP7x%o&v?zHDU{gtH+VE
zehwN15>7b0Ns41~n}wv2xmd-9PT!fmNr*<o_;dh&MC2{sRTpD}o9Oz63_u@WxP*u#
zvXqyw62gfEPx~8K8IlUr!vliMY#NP_N&=g2V<5H3!nrG>%0*D_c$<J=5Yum2)4B-*
zQR*fxV+}CMWi9qHQex@lJp`gg@V=o5n;skt0-*8=4|leURlRyHVx5NCh>3PLHuz(R
z%!tOSuc}i)UO@)rgbB2#G_x^ZzAFsWo|$1*_u6LSl47+uUl=IxR1&cPW(9LeC}Qd&
zK<!Ry3Y+(?da^<2EfOMtHP+eeOWwCJuGulliPc=T+n~wi8k^BA#ic|IxaqR5D3kvm
zAO)ki4?-aOQn<=WV%1eU2*W5O9WpAX*MQ-^3-$8uoHcyyMUlEqWZBPT<AyDkjNsDg
zgS+aW%=}fRISPo^_2fmR9b7!GY=Jq&o@U$_?f3^EGz<(1*Tp=NT<3|7BBCd&))Et%
z6q#OgY(Khjb5izW%{nf-bU>zywp!!5+9@^~SNN+VWr>@a2<&>XS9ELr-Miv9`#BE{
zoA-|vDvXo*y+E#%=@d9d`h`C-i^hoL)G)b(k%9jJT&Mp4p9B5_Y&t1vywzHN_3ixL
z4DH>n!`+ico2irh5it}59xg9q*E3xbeusG1IaTXy#4gOQIIZ%{)$pMEmz^K(s*>7N
zaNiwl-xXSVKS&62U!|KS)_H=PGH9(PY~lC{YOZlb-$&VI0oQabKJ42c133#LUg%WY
z2QROcA*knkUJkT8yl?_<(3{@#TT@dnqVl1?0nRHp*xt8mt^H@b(`@0$nc}MpGR{Wg
z@*iXwg#+h%wJ&RJmEV^=ZS8#FUg2A7^E4A)qtnfkcb^tfB2Hhove^EcRI5yw@3~?-
z4{f4i_IuuZm@gmJAam+08qu4zNi<LB>~F!}2+7DEQ7eO)Au|vu-U!4%@;~t>#G`<y
zn6WUpw+Y?4L?D_Y3sayl@X7o&-^tM?k1VR7(*iX1P6ik1Eq*wR+3G~>``tcK)w*UH
zbBQWTXff@V{bsDVb1+Wgm(@WQ!MFv7t7fXU7recLvU?I_C(K4Fw*ueb0(+adY3syn
zBPO%Dp(9n;x`85Vtf#Nh#zhtI&?Eqz*i(nc`iyH-vFNe4Lq$4!d`PHSnIvW00n|xM
zSqkxz^=5S&=QK@@+tnYon}d0IO8>G_;!|MTF>a8qK=#TMr6tiI$efiK)gaY%wqu}Q
zCfJA9Vm>Jph$p@=pP|LT6qK-1A8#N;Kk<~&!_x#jZPyQn0OcRNv;q~pV^jNsu|sTE
zZGZ!J^>v#Mn>UA3k^H3a>R}LXQWQN+L@;dS4$fpF1p-;%L_&=sS0WL#e;5nxAOEr%
zJ(+>JQN3m_)l3fwKxiaisR46qws{G4*tn%5mU(I6;grV1HWDdw5q{pFDLoJ(ib!k@
z*YzS~Jn>8jdsPXKp}q^(P<8;RGL1)2DjxZ(0*~dOBx9icB%6LS1TDGVG?Qx+<-SA@
zrLnkqYoL@%lc8W<u3yk4jbC{keU+_-NY410X_Nsi&|B_+TxyCh#6%G<<7?s`YI<?=
zWty(d>{eRWm@)&}<DO8^FWnhZ-SHIN369JFtcDx-?c51s)pc8{PIki-QQcj0HH;Hc
zE0lKEZo;Y<iJd5Qh10Zponn3A()WkO4{w%Ed*04+k)%FK7)%;H>L_AbOos>F)BZX8
z{tW*?w!EGi$N9{&;ffn&4%8&B4#f5Tz}L*b%4XF6XJ;b&;rRUkuDkFE{r0HU{pYp}
zOEFXn5^h1}aT><T8*!cPc9)txIx}qnnwss6E+rgQZL(%np{=FE5>gC>wqW0Be3^LK
zXE3~<^TkM`^lUBp!1eC$s&Sx7TOA1Y;)O&Ifs^*f-QJx(%ONLs$EDL1$TJnrZ9xDC
zdD{^Mv2~V6@(^K%enuCZe6M^)rM7G*J;QSNG3Zei5=eKFd4#Fx*}HqdM;k<%e~|Y0
zaz)dnr{!Vmm{QQa=j@!5G=N-welbX^LJzy^y`pzTytckZiJ?`MGP;#fMHEIv(E9!f
z^b;kfU$>1@c$tfMQ10gBtIDA09@S?;eB4rtJ_$^>?Dwnj0?7t;{IZw{F{_L&;0P>x
zm>PJ$B(ys<{YpelOSK9AphrGZ4Ch~EKAQThYG>P)k4W^+4I#)86i@(r@Yg=Rnp7?S
zH^pSD8XaW?5l(jnwkjj`oMj*)#(NEgnZl>Sv39~>)m`^nfr@HEURJ0tKBNJb(oSyb
z6ABfoGm>mqe}T0ylay8C(G>%wR=_xlq;|qR5!=!;btdIqK;!tfT3_`J$(_EW#7mvt
zNy@~99vc<eh!7^Eyl$A}jm(VrD<XZ(T4bFDZXA;s>T^&wScQ5+=~WA}kq<G$DWyJn
zHU^aC07Y;D;H-&A#0rj(gF+WIZXpwZ24dW5Q^~1M1!XdmS<)pck?ZX=fS)%KNY2nA
zvX^3*;<ruHzBJcaNZ@_vV4uNpmsZE%`X+)F)LfW}(j<?oS{4#PX!2R|R_zvNgbA4$
zeh3^xjJ<!}q6eA6pR`9)u=+HCil_^g;fI%CCMakTnxhHG#!11ch}alG3M0fYgTh<!
zB6g2p{*R(_k7x4z|M)h;9Li?G5@u#1a#%T^bJ*rAq^TT}^Z6{oD9d>cnK|cNigN5D
zhniC%Ii(RoL^<c2zQ6tc+T*ePvHfx1yYB0Hzh2L$D?Wvqwv76E*(5J{zqO&T*Qiy*
zKLI`^xa~a`@K>F=AR(c;SuH-P^F%*EI6A{TBuG7-AG1%VAoaU4$=~Vy2mjtKHq3?%
zfSKhC0P6IiiRm`#{vFI|zZi92^V*CH%Ycd`%;SR5l6q>d67n#Ky#tuls<;WBr!VcN
z?B}&l%}GFPN#ao)FeTFjsL?VC7kA;dm933M$K%J!Pt0~*`D9;%0lKRe{8rZNgNf)0
ze0KGn@FrdiUOBV#0UM^Piv@;3!ae>;s(;!uNk`F3g{z*Z&NAKVqn>y9n#vPOccm(;
z<#jX-S<b?Ib9fm^+0V}<NM3!h(_8qW*|uKrdHnh39#Yc0KwJoK_P973pI#SQ%-Q7c
zA&y@abdbCfw9dAo**bgWZ0PgRx6;IaZx~=e_CS7q@K^CMV$NlyLfTCUBwDE)$fnf6
z(`nudd->};e`%T4`RDG(o|2={_15oex>n`IbZ(oztnfJ9pyWxO4QlNSVxV=K!4&0w
zl*+LU*Vt7C>iSPlzN>(E2qzB7lY@_KzRg^$9$Az?0Pk8y3J-1SJQ+=x!VlIT$LGc!
zjQRes(#7_3ORUT8_&0y8^pTRbAC{7Mn6;)x5VC)|qIN&u1M4a6_Ms{hMO-m2R&%~P
zkR?qFTQ;R#y?gP=WumUt<g4roWOW8hZ(HE9X&%`sqb<u#>i<6?Og2?Bkp_CYR@r4b
z1RXR5z;m8QE^y=ZP~>oNN#H5VanZ|~j{Hc1TJVR-G7jR5rIb%DQHS}rr(rRq4zd3v
zbq4u7^2^q>-v=K%xq?4Lelw^w4JxeVedHDL1aVfm@_9?7EL4rsEa+O}ZsT{&#->)H
zr{ZDuH+35=*1yn^f6$-bSB%eBsjQ_Sy@)GSQg=C}9M)1LpR+bpzFN3G`HJ^n$uZp0
zB3mh+NHpsny7l8jd*ajaAa+$R#sj%k>jA5e6MM3X>v|N)(Xy)RaceEZ*Q|dAL<0#H
z5JJ+{T+W=#xs!W#b-7>9O-KTE=On3$IdB8F&(?n6Sc#H|rSH>o%YRB(CsYcpnP73(
zW4Lp(NHH*@z(vR;$JqenY^hQ*@LnS0z$)!~t=~>oLFJ7jRl@PEKvVO07Xd%~?bFdK
zJcjA0ax605wqI;{_dh^9BXaF%I&byncrN3~wU5D`=OXt@N>_u~f|u21-3krHhfD1Q
z$EHvFq$#hmFAZy_Jt&vEIg#ja`9A+sHU7di*^1rVlFwl`nAfQtj|VZ@*z|R!L{FW>
zgXdDe9IPzVget8j#+EBzK3{vYUus$Vi<szEQ$5k%QhVu=!|iLEDht^QlNGH`Pd*T{
zt%|dG9d%khI^U0Vo~ok0WE_pjd&1u|eh>b^*>kVtRcv*h-qMJKZcD~kt&X(bkAAy=
zy}tWpqgF>B?jtzrii9yQ98sC<lDQdHZ{jc05rN;5tmzD`FNcf!zYlY^(UU(5a)12~
zz|*GtLv6-mI8tMv+Df)Xh-3V!TVV)O67vKSQim#|o^8G+*Jd%|P_y-Zxb@_P#;@d%
zFS#wZL%gKz(_{_IWIZj9a+@wzR}V-l(~86w)o+D@mb%|Q4^UDn0<s5?3f3cplVb0o
z%tdOtl<tAPMxsX??R=C(%|Q3RQ)2H~ONq7ru+clHvNqBFQqYv4^*GE5AeavAxwL(A
zxe8iCyDoof(G+9GL_pQJ{4_Q{uEv4Cnc*K;b{ZMc-<-L6>-*M+rlp1()wbgKe~K+l
zN^DfVNodh(6)8;;6YXPsjG#KDSfk4Pmdm^^jlRgLRjd5+=RCg4gjhyqSB~E1z*$kK
zmL?ohpcrSMWcr7Hq!+&~ynMcT{Et*^?Lq8)Vl{D_HAFnIWwqFS51q(C7=0}j(!_dY
zjguB2!D*rOCb~Fg=5Ny=SLsNHRNV`^$x-XClZ-vf(lsfx__G?$>&HICj0(byEA!2^
z`42yk+;?x}7E9zcnMv6<wVspS=8PP0r;$I8Ra}=|T|<8`sjxQAIQ#bqUQv3<A%B*7
z+3}{8eiJMA%laq>gUe}#TuDQwSH5yuNl6Y_m{4C$zFqoY{r=D0LA~sf!X4i7?AWk}
ztGhgl_mm}zIxgSWUv93oylM1&*X^}s<#=Ox>+~BdFX4N*Ke_QQr^HP?Gn>y_&0P7j
z>PZ{7a5cYDSyNLU{U+aNrZT!hqPM6jz*KFFj7+TP{a{VWgK=iT+cZM7(<6m6+P0r8
zXyxE4ZS>PTCoTmqyn916qdwE9yKZcZh8R0M`{j`=6W^&@_K<&}z^8vHHr^2kcM@Qj
zgm#3^?rY_D#Sq%L*!hw?nGc`~`NXLvg{N7|R?h$rFjhRD0flUq<OZOsN}^w(CAR0T
zd7%Y5#@g&g0cz<q45=z!NdA-cdvpKi<WUIYtkq%T;_+-kq*RS6wfW<l=7RH1?v<Vm
z<!I@)M<Ul`pHxkHjoUw}Ly~?CQ>#Zkk3)-}d2Aeys}-KRTxz(*s#PZ(1gWVC<wFY~
z0xrd)&*>^@Iy^BIdHBqBqVe111X-ImsnHVWP&eb(YCUU(?#5278C|dFgXWIpB&u{|
zBNJiTHIZtZk<!v?1hee1(d+W>fj}{>WK)Ue#WA3!w4T9ecKKi|#)$H_<9GA$?|)(>
z+wXkj(r3MIk#880fiT1IhbgE?sdq$^fnU$8Y?jB##=B^;ZqzSZx1E6Gh47rKA)3L9
zmKf5~Ko#u@Tzlu8hvLMQ;tv?&T~Oh?ZQ&N@L72{<hiLou?}XINO9;`lfcjW-fxU@8
zk+;v;KCPZ;xK_oS0^hiK+ipj&vZB(7^^2#pNN{N-^=@OGudEk@pi8-|@@h1WFh~10
z1Y>;s3nVEgeTeZ6ui0mu*m|}zgK}#RI3pyj47A^$VxDa<)@@i4jhEjVQs)<FF(u9M
zR~}2!^z6$Wb3JRJccRx4#ImoFn}wVLG~f31p3^HeH<h?pOkUu^TfaGPL?FDo7QrA_
zd^QyuTX9ph`td>kYtn|$wZ<zn^+&ZYN)XIN&1zMOqI2u$<ONIdGbvG`_q(${ea36<
zN@>n5hOHvT8pGE9@R0JaYW-);h?WR)YZg_*`Tvo^myS){mNnJ&Tk+fEdgf79_R^G7
z?6Tz2WXznXi1c*_qrtuVZwHV0E3P@{-YlDRKkvh0HfH<Ub}Y5Fics~m=Ei`<*x7Tk
z?lxF76Q90lTTC|p=(W7N4wLt3C>U5rv#$yb<Yn=z95ghe{ziGR?-<kzYI0u8eElb6
z45Uj<a=v)ZE@2?9C{Wt=L&Z(;2vo}T3f9LuNWreA>3fYKO>CuhDaXMSJ&&4nY9&FY
zUoj5l?gk#-O}wUftE&ueX(=t86@<<Tfh$`oqqDF_&-Qu2G&ghi)=UA-^>B2UwF?r+
z3*6^#?Kw%p$d{s%lN!<mhQ~IQ3!Vtuq^OE7gQxnH!F&{5@CJ9NIwkygY@SKWS`h6H
zvm33wbwfGuX26{mxwR0^Jt>Q0+FA9=$r>KDkEy{=gsQX~0*nJ*Ri5fK|1)mbJ;Zm?
z9FzBVa|#!_@`gv18~+?kE2=C6Jm-Qiq!D?(S9QgqPiX};tAU9MAXh3`iiYxZ_&G#r
zG%<S&YcHi=@@FL2Sd5!g6_D<heAVriA{tk?%P42mTNyfQ<L21^Y2Md3{8WkhFLN*Z
zb!~;P&ELA(+?qY2k^PzDo-6-eeSFUPrWn6(b7IX`<L;hVDu4KW>$UOW`;Wgp@+mW;
zdxcVcqMw@#GuQHsZWDM<F25d+yKZd#aN4+zH=gg|jNWK-_u_8d$C<ttft59;bvw&7
z_D?;tA784h8=DJxlz|gts=U(5FA7>gh<q5=;7`vT?rpZ@QU|3=e#oVY6{=qk@wWUN
zl&Yq8(UY(8nuppu@ae=C5j{dJ{6wlc=N&YBXLjre#gI*;FRi<EjZfGbzpt!)VO_4c
zouV4Y2{HWsggk~I+-jqI;GP(;`eB--%4w;3k8@fE>n<fg^5Lsdw6V^V@UoP8S`!GF
zy}oHR#0A7z*b&^oHE?K&&~j%I^KR?=UJ+Q+Ml!dmwyw|j@l3t^Uxm%NbHNYStQjo6
zMOjxqm9~_fa<Z8#3v^mTRPq{_mS&T9ee#8<|7w2{d9J$uG`)5{Oy2$c+e;zbbv{iu
zuh|n$JOUnNjq@`o3w->E<^35Y7W&&;4|-m{vVVR))$e<4<Yy`3(Vfz161ufc?M>-t
zSB8`)WJYYk9QQ%Xyfd30o^q6O$s2x&wTFY(5Y0||x8@d~eHCYU>HR$^{mrAka<CME
zW~O|%&y3-K$;s9Vd=0wv@~QJ{9L~lyJM--kDg$mK!{*alKnIW$Cqy}t<6nFkjEf8L
z^Xf0iEPC1#Dm7Od!EL4Z<JxdhwpjTS4$2t{IAJh8#v)Gu$|ID+j`Vslq0(DN_?IL#
zbFtdDDM#66JZo2iZw;uodseQ3RS*8fU+o3;=_>J@T9(Nug2U+go*&=wGlX=+k1o*4
z4^~<3E^Ob^ECo0(nKDUDvg6bnDJhqgcFvK&`<G{2<D+nqa(ZQ~taJEkB&6|TcndK+
zvH{GGBsrhyP8HWXjLBd^S0*M)!4{2W(5wv6;Fx`YY@>_w0tKQz;agGR&PSGO9TJx<
zmv|gHTGaH1!u!w;x27!GE{4Jrvx0i5FN1bvBC{D6O|O+%)lO7;j5upMlQ<*vMw)_~
zaT)x1MV2>gZ0vT{yhH=bN_+73kELySK4M3+<7F6*XDGn5i_w9vfm`zjJh{&&Gh4h0
z)~nav2LExg<}=iVSn#w{v1{#ltN1n1*Y4zZj}x*g{7}2(tZ-$JoWdS>8yXY=cZVfy
znfA`gxI8LaP-??m4#UXJA<zNU;XWFndJtNsWIG(h;~nqgGl*|R4=*~o1d!S}6rhHZ
zQU1&KdR}X3%f>M`zWhmZLMPMw8&CcH9hbSOdcuh*_<DuFv%LTW10B{06wCw+4&ns5
zj|+$YnR5wF(Q&(N!X1TrJNIILJAX;;?qb^oo%!!KfGPOHIw6wKv)(%OiV*fT3=Vri
z9hlrlGuTa{aTWFfwa)A=NY3E2b%Nj;i2k=Hx0q@c%ob`3{0^#%g~iITz?1;`DVySg
z^98XebuN+KZ#r}AEe#pzD|R5XuXuz2B9DYIJ^1dxA8!*VA4WynWd_0WKs-!3MI(@g
zYh@s5(*UCa%D>No3a?7MdFFw$j$3tyOb;Qg;GjR{)A-wUOrUOtIBI1l*4ZTi35y`B
z?wH)-z6U~@T~-Mj+R&XEOdZT@JVnU`8%6YNIQsgnEAcCJr*YlV9iSJ?3^im5^-rZi
zAE6zF7u=SB;mlT{+hx;on9w}Q>md0cOCS^JUqz3bW&LfY(~d8AVAae`RBpw(w59lw
zG6nP`9(cw5M&8-MH4T7*0`+5ONQ;81@p6cweFdz4rMf;;j!ipsp3&z*?K~O;VZbrW
z(6FciV%muprw6FEu)=eKr6iOrNXX=P2=aaxSFAxoY9C?6)G(E!;sxQVCkSAF6)D>_
zQxaV91HA{x{(8B>kz#JquxLi_MS+J(j{Ye%8pUv#IJ$i%!{GitZ~!xMmn~lUQg0+8
zRl54eTI0wh-=1p4#7*od{*P~2CPt#uvXx>L=X>Rw5q><lD*5X83;8k}VVpt?<N!3U
z>FRaIm%l5Ibv-L1L}U<cM<*F01WLIS&JLSVq8BHW;r35Qy`yk=Ldx~CSMd7UIDu7q
z51M6>QC^L=6y_1l*YbY?vV!=-F}Lo<5cfsX?mL}VpbL@Fhyjc#ohFin>}zDIM%zeQ
z;-A7rzP0{L-|2l)R~l0A(r(T!N43)WS!wTwG^i~hgF7RmqnrycpV^yy^V-d-_M0y%
zBdH@M730}^TnNI8C*X^^cne<E-JS&EOv<_!3(1AzHuaYS%o~k7@!4c=XU=refnCXV
zS&E8z8NRroW#_RX#9wtoFmX)W{W$zPgl){d5jdmIH9rS+jGHgJk3UY1iQdp@`>P_a
z%g~DFP%e&Gk78Of0ZYTKg$tn>a*GN~_-NkSozM=v=$!-1=NQqpSZx4u-6<;t7!V`y
z0npDc?|g__qRq1;k>003xk+9^7)g3)ULJyZm?HpFP1Zp{2A71A;Dy8CGLr7=S=83y
zP}m;IW+`r(U#WrG_V<w)cRyvnu&cLMJYwbo@c@y4x^3ah`Z`KDHXf&Sc9Mz~fo*n%
zv#ls<6fmb7*}Cv9U>2sUfGhcq{y-y9Bd!SGBaqZCNQb!(usEK5pCCpjEe<qo!pOzm
zbeE(|N1a%425Mm|rmAW8{Vrog)RGPJZ>s$c-)}5JvQa0KnS*7V*-0SiQs)99It!mp
zv#fPWX&G&h(zQM}I{No~a!M{Nlk{oM3IZAOofyo2>iF#bw_gd6qz6#PsiL_|qDaeq
z-h*i(5UnoI<sfJDJfl~i_zoB|0$v)Zhp}<bDhntzd>7or!jfj)3{PCVh5Qp#+cy;U
z25F+<0|O~FnN2+}Ma-ti%_ni)AyCt#_5sEucxpa<wha^ZeZG)sFk9?%*<;S*2wgo%
zv;~<^L|-5dow6;+wlsLcK%Mw8JqiWyiVmp*=$@Vhx9QMz4Xg(^HL10|XXos8fJe_t
zf>`gt)D$F%O+37zlS<#JH(#6zs~2BQ-SmDKre)+_znZ*&rLwpCJ3~a6&OnYvUGVY&
zX!{*>a3C}4Z@qf|@S(yKRdrt7n?o_EO~g&9dtff9D=A*QAJ7j96<@7KT)<ILSmAkq
zcET;Y)Ffu}z|Uza9!<A9_!rW$#lw4)x{TQ#eJz5%$g%<0zo6&x3#KeDgLdfo)H<^T
zMbE@M7#H7a@r9;+-cS4=;FGr2CKH@BHvK=qwzXi<>9T^n%A(d;w61dVW&8}lRj5yx
zw$ACYsLa$!_?XKx`MV2mxDVgf13wkXgLPpWrg5U%jz;_2O{M<>C^AK}ug3ld_+6%G
zlxw~c_2K17|8((TF<-pvQ5$V2@kQu5$<bui<QBk9oriwM^l5ccV_cG)cbv0M-pmn3
zry&ov5q@2=mV0?jA$0?=>*(jK^372Bp{#sBpqc(1S2Ha3fl|@y54XmLyl^9XiDEr<
zqG44L8<cO?J%zPHsyVZtJT|}PWwBa~KT{o9%DQ3Pnu2Ic>(v%rlSHYw&gzq-Q9e*6
zqE9KsV16sXcjoJdH204-A)MA5*$W*`62@i3{{cc;IF7R4<p8U)y`8G?4tler$cRSM
zmlVyoIAztvx}B;kEj3q<vxut!6U{fB4oWH;Ua7^bTU9{0PEow8>FqIV%w&yP(b!Sd
z6VZ{{Xv5LlW5o`K>Lb?YEy4Nsl6d(uwJ2nc0MK=bOB{Mv@iRI@Z@W5nN$7PJ{&_4l
z4ud(FgJ}<)u6D;uCa#>IH_S|U%>q#04&4rZ%L+6D`O$Vs1@V3wVm$n)m06R%l%&})
zatkD-mnT5zLNbxb$qJvRo2^8s`?0y&JySvXXb8mWw3~YXOdIx8sR;H2G1oAv<by+@
z%}su`g@Y+Ok!=za`$g3x%LZ)ncR0J5FaiQRR7l+oRE3}{k~=AR7Hza^@n}h>5mBsu
zLDcIMn5f$OIqe|5_p@JbFZ0LAjmsMheu@Pi)PFPRM}UbsNz?8<FTsc3A<kXYtiO_M
ztV_C0B}Xl6@<4L;W&|x<NjOF1TnY=h;3Pb=L!lAg&8rdXw-m2F-P)eV(h1RVMS#;m
zSZrrK6yN?8HKW-VD36MY_lZTHL`w*f$x4mf$>v`IWmtQSxaa4W!rMW`^V|**P%(%b
zTT~d}q^HDJM#CgPWXmAso<J5<mN$%wResHsyv@^bWN-ll^R9Q{o`w{uc|HkSpLQ}g
ztIzTddLauYv;qQd#`^$hj`s1PeQojT8@dd9ebWw`gYig{>Fww%S89pCqqPg!*US12
z3M~K`R=ON(mi0{E8C&AVNZ{I+CNT%=jGUO4Wne&wx3HM58^Jm!q$bwwy9I~dm2c{V
z@vAqYrO)4Uutdw^gk_sKcx}G}8vzhBh5HtIVA0R~(&~9ds{=*P)Wqx$!D~|2Yc&=1
zve|1RBeNtf>N!40Vd3BVyKY51DIyalGxak^i}4&+S&_(?E%R%x+1*n3n{3g>0Tn8X
zX*nuu<1KuI+@|Up*GzCu^|NZ7<XXqM53skBLHQn38_~-aO_kTX@zqvVZ*p*UYaGHj
zLb`>8{o{}>JP_Y^o*9ka^OZV&QcxX2kT6rLXl>%H5USDNl+R$oYk*4gOB`+8h&Ff!
z5cC-q-U;3m|5TW`0BD3aGbz~Q&=z+9J)Gv!9_I}WPoY84F>a2-bFm8R7uX~Lr-r)x
zWLiJ<H|npzK5rfZZ5S0*tj?U(%ydbD2V)_5SxzWt6x|`fe||VHH10um(z=lO7jSob
zH`t)g<I|p-ehSVKX;8Pv7;9dbpD}avPk@nx^2Gghl=Eh?0B!&(ODt5**|C7zhne3|
z@cM=T9jJ3V_WApw9Q*TTSx%?9&9nXo5ZBHHDqYku!?y~s495Be+&_tP_TRv&V9{Kr
zOFZ7bnENli?W0x%(igB`L6&$cXFqjbZ~Uiu{h^2K5Z&3+zlQ=O0MsYEO|w-ldTAJs
zb#%?6>#&X01GXyf$N5V(K%+N&14sh7sOW*@;s?%PkenAtMUQ{P50GKrFpW9uhRaJL
z(W?%7hLyz!MC~>~AknYsKJ#4WC-eR(cl3$T{XM^<QhU1F;@&|)a?E$Q80WALl$p_r
zb`vT^ylv26E9gNN$mz^W(u3%--btlKh&n#H0W36c50Zm-#`-Yl#+kFaitGU_=wf+v
zw-7}oSN)dR_LKw2<^GwJPcW$8dTRFu*yw07-ZjIFL-_zsiq*&g;dWJd9k&uRx7>nQ
z0DfAmWZJC$Sw2#O)`GXu7g0P4<GKa#Q-bd?GzXM6r)VMw0nABHIVqFZaqd_12sANn
zZksd*M-Idr?BH8?7_&^RSb?vLDiXrPK)C8tXY@^yU5yqLihx2eHiNp^ll|ds<Zp|I
zxFi9XIKa<kDr)&84LI9}GWtO+Mw>fx-_(zb=cz|$`gu`I@aq&6Zoiq?LxEl8ST{f9
z+5T%Y(=B7l?T}%~i1l|}*oNUV!w=+U8++;IoYO-)+;h#}x|2E<-l;?_ks4>n^)qwe
zVPC($<H&9;j7d1nZN7GvLm-VK6Xl2bvd?5hrG1<CPoiZxa`dWm>o4eHi_i)b!|A+Z
z-M(>={qGPR^Km?5MD}P!dntJ<+VCi?Yh7s**3dx!ZwlR-{TygQ1_191rp*LzKGNn;
z{kRZQ@=aN8bwjzT!s}fA4=+FE^3MrI)rr=nO^+M^X^(B+6x`I7*VFP<QpuHkH2>%N
z_64g~Mez@*tU<M&ZW!xwG{`=}XjRIjUr#T$Nzo$bVw})pBB6G5XVrblw5B@0gc?|0
zQs;?ozJ`8uOpwV=u8s@;(x#B+_VUZm;0~Lr>KEgC?2Nm7CMB(pWAmhKjHB@cDTZH-
zpVk7+7{dB)?Xppw182v1CJk{|tJCnmyl3`=OP6SR@2@<+SnB*R(@Quey*fc^CDP(e
z)p@;a2JgcW>V4E9?4vgKPpf=3_>H=W>y48&bsa^uwH1;p_A>n_O8P{6erVF#s$S7$
zDGsUSP9N=5;>&K)hxsAwQg7T<pA}1cHNM5#=yA@BR$shXW&6_Jq>MrHearFUsdK8Y
zv_(}xbiM66bCIjlb5e)JIWnH<j{Ddc8V6lEQEkNxV=`#{5f%I)zdoaeBG14FVyrP#
zIW<oSY7RttrYfhf+0WHON$X+gXP5t8d#(P682|X>&u2saev=xxH`JV<?8XmRJcnL3
zOs4ry595C1$(=yS?$Bq!vasHW{}w<()$SgDh9x3nQf;Rzi>}@ni7^uL*DytK1RqOq
z#WsFQE#`}n4_fIt4LJ=ey!s}8q3T;;vdOh%Lu#c`eFmcJDc7HoY^7<Rz3iGE@WAO0
z_|To|n3|PZ&pV-Ir3V*64(0-UJ9g79*7&~pRcK6{Y&uuhlT$;mdQ8UlD5!`gwIu>%
zz$P56is0E9x4K6=_g+uKB(NS8oPY1)zE$^1XJlCrV&|R^lFQPrJ%r>O8L;iXb`wg=
zOkcN^Os~V|zeXjA4p@G$YM%mpy>8>8cJG|r&-j>lI2TNv8+boznjOwS%>(w6hsvBW
z=rg;R5q3)@Fct=$Lv}Of{sXKdVN`h)j+9N1v!dq8986h}2XS7Fjyp5Vjc-+kqCP97
z#G=ODWj1wFmHT7y*r?h2Ci+{=B($%-$UMfUaetLx$bS(nl&J-o2Jo5)qGRQPl=S$P
z^0w|dIRzZC{NYuJP^H5+8#CE_w7Ldbzq?KL3;#yaGt)s+Fb~%9PuqfdGerH~%cgyh
z$TIUcd&VClOTXL+aST!0nf&$aC+?b)v44%{s-9IsDkUR3HbbR^+Z9e0S7kF@^hp^0
zx=;gG9p)AVacF8S%c;^Je=_4x=s^<%o7t=%W4cgGOokVL;|2f#%r+GlVDdX1GSO~K
z!K34sI!Bv6uK6w%r$oc|O-4M9XzS;;{v*`luZ!E)Ok@M4j@p87<89;;Cm&{*-dOJz
z?uHeOI68Hf&*<kj3286{y{YxB3^xG2Rn!GLq8+k-YMkSak=s#LpA_pE`T6Eq^~*o$
z>p~?H?w76*zfdTPx)Woc*W@~Kjg!uCddpXosMr>dvgJG<^W=MOdtGDt&z?;4?%C%0
zMwPJ|E*}pj|F;H1m(m#^YlLqe;jC^5mvwn&=M-q#iDjDoM|FF3JH+GzJ&ki0TaB;x
zzoyPVG;3TrRv-t<&Ouv0-d1$>dAlrNE}_VyumZEd`rq#I|I4!;y&dhq-og26;{09R
zs^ubo%OAeCh@j-gU(Y=rJm1r=uHO+-bIbSSfByk_wN|sD;(>(Dg_sEbg_!`~Is;#(
zTg~fMj+B=rak9*%x<;QyqnOarG!duh_VGHSg)sEaYa7nM<ZDaKdqy{Z;e86P+fVE%
ziC&cLXuVlBTFu)$>+z}^Z;!-OEUXlSE42f(e<(P*USN8YcX={~XqoZeSA}Edk3vUe
z!wYYXW_B*?<)9ww+?d?8s`)`Km6U3NkIR$_OMW;jiG?ya{+!HZytm4~d6E6+W=7(t
zJY5;Sw#VPlZd7;C&+?n<cf@y#(VGnREN&dzDYL~hf=xOmf$<AyU|v&Cr3}`i85^f=
z&J97dcd?7+$^hvzdHsuuhue$O!U9?#SbNX>rhM3e@>KFIJ9-}=sVFl8yonm|mDlp1
z=-Tx0CJ!G{+ur_{6c=S;2LN0UUUnYE$Ks$SM7h)!fx%4?_2^r2-anh2P9jC`{&%Ry
z%l2;m&L}<^-?;8Qk66(230H=r!y8l%v=${347zFdZJCW{{)23GJ2{3@!7zA~e!Lu@
z3!~BR|9xs-z;`NqQ{?=y5CjQSYNcwf1hGMsTFGx80g+txfIAS9&^r^qf`Md_3yi5&
ze)e|aWp!72G^Atn%;1r7ecPuM_GDg7k(0C0m3uLE%ci39pHy!&*$mu&Z~a45cEVHc
zk9FX`COhj|O||^ey$a5;rpFVUZa=@p_Jmkns0xt^@K*mFZI(}~=_~}}R=e4jSoQTC
z2m0gD0Y`l&s`urWMIRUQs~YQnzF1pSUN(7U{YG90KXk`#w2`RRJol`o`k7CQeR;q#
z?Y1T?TuRPHs`<SQw9@9-#g|HO4~Z?~<v>CyWomc=9&Oe|(UG@yNryeSD5DPU-fvE;
z;#73~;+$<<+v~pMTXC^^clwo=Z9=a8@e<;pyXz(u6v1h|nrs`k6J+CXlQjIqmj6v8
zAz`4bQ2vQx3-DF~MJv0FlY;~KELi3vw?sKlVZ`otTk`Og4cSS!(KE5u$_c4amb&cX
zoHq$crq|eTR{W6^iuLI9jiJ8WIfSZxk?JJ}HEnD&Vr=f$16*XPmo3e~B<If~=qkZ_
z-PpC<x^e4Ts+5O?$C<ja=)RaZ$?8Ax;KP{}FAzIzvrq1jy!G+PKe3%3ezLn~&O21p
z;BRXZtTJy@-l%A*EVd{Kt0X>iBFMWkLn7-}^@J;;mkSOfF714I?0wf%N$9a@A^A6b
zfUM83seVz#P3Y&WexLo?^`m5Tus#_cllNp<Qf5fmYo9Y+BuA+>lXq1ixZ<-a5@kcA
z$Vxv4hQR(@w_rQwnVi!Du_x#!lR<O0bR{JlU_ty1X?#m2J^&_hPzp?HO33Uz*uIo;
z)$if`@3n!sFG_YB%_M?z+zFJSn4-fysY^n5jHYe>*`~=({Gb2KtjlH!xk;dH_zDx5
zz-8K^^*=z#m2=~Hh37Ehx|-*#Z5nrKYosM8cZaKr;uNjv6yRMkoma6IN*0`89;NZ?
z!{x<l`DMiNPgQws*a{iNiox8nobuO?IKe9D3*AW4*|9jUSn)1$UV}>0{7JFJW$&mY
zfmV#+)Z67zK|%I8_Fqmh6g)<qgf8O8%)7b_-jNJve_Ng>o;q{iDc;$QO{0s~(K)o2
zSyz@C4vIR=gXIY%b#|aoI+-ePrN5GcDN{V?xzleL43p2@ZZ~u9f*5;!YWuC;1@#EQ
zcrYLf+f?Gvnw%2GuZR|Y1fJ=Onkn3LS4e*cAkU}JZ}p>1e!J22=lUf<%z(R=<1Bkb
z-pmEY4!b)bHjny`ed}$?!btQBJ+w()hKn+3v*}+vj^xNRTr)A#$)Z?wa_rf^VgQ6f
zK$bHW9yc=>8h=mXWz^8ZB$eh8K<!xW*3U}I3Iq<Qs%~q&hl@Xyi^`*C3IDsbtSc_Q
zl`V#EV~n`cO}L|7?fcaUzT6bZEFcz3Gxv*5%td|a0Q1T!gcs!fMbWb&1O}k@WA$|#
zw3UnI2gP`*Ia=F?>Sk_1ME^_K@0u48UlshT0Ei-!<GM_TVhc<VZO7zp<p!;AK+&#~
zN;f;3i}&&p<O4J;W#urm83}<gd{wNJS~3+5Z#jm>0`fEfcHNqB+S^Q<a!*Ph>q~)l
z65EpF^f0czSTX_GIk~0W;YRmCPB-<C@;ct>^!aOL_^_#`oCQYg_!>Ivw7xCB<EVpB
zWFlHyXPLQdC#b6qK!>Fdat+`RzT29*!tB+f-l4b50P6kh2q+o?=x>h)``<b07aI0!
z5SXHe^*oux$r}YE51X(gn-0Zkh@D-6YIc934sFPyBZQ}@{Q!NUhR(mI>1>~c4AOTU
z_nYrIF?=19>L~{xIri<Q6f=!weF}5uV_R7hlQZ6F_A5o>E2nYl^HQB8?RE$)$%4Xt
z|D9~_uF){L#@#YVf{U1QHR~WY;qk++pTc*wrSZZN2Bx{WxCWcUl@%1n(LKhFJeyBF
zKcf5l@Jfq2lcked-Ytpbg{H;Xe6W5)l79IkvT+hS%K7uQKj%Y}kYMz)a*8~33y%R=
zS2w4es{cu=dz@QX6@lUM6T?~InkbH<R3&Bha(WjkIHW0<hx4)8BfAJi5aWj7h*kN&
zHHz!sWLBk&Gp(~8NB@~k5KSeoc&uv`e=`kHkG|X-d4uz(iCVmbJn<%6S{C*W_NlqO
zpZ?ofE@0lCp|0=nOJIZhV47L2NZqwqnzPBdvGc>~s+s`{cd5tKGi31!dH7mzaxh=%
z427g=WMJ>*;psCjTg4k`omf@svB7x`Z0Hz!9SON028&ha;Pneop<)Gp`_cMCJA4+F
zd-p{SU>KJKZs1JM(jXlK=~-+g-S6Wr4p=hTM15sLCm$sfpfBM<Q+9~<eMZzGCj7w<
zw_R@pl&NF357Zt?*44v=vh{K&31u}cg{h~0Rk;7@sE;MOOdrA@4`zy@cv=>*0f%Rj
z&?bVj^9=&Al70fJ%?r!BY%7WA0mPutvg~2}Svm9;zK1OEDFD1MXMAGECwA1f?R3}=
zFbo>Ur;BwdI^t4jn<*@<^cfSb#C3M~Z&&lCrRX4qZpH#CdcPR9Yl!BiQ4*ME2n8FV
z4Qzp7TR48EG6>kAyU((vxfs7h<IYU(M=i3=XM*iL+L3TUm`n6?Y*eg*qaPaPoS+~c
z#TX4uDopKlj6!H=N2II>7H!F{Q|rG2l=<2DH++E#jHurnX#dR)IaMT?@ii$UD04c2
z*(U`gZMR=orqc_~a;3yRm=l^}M5mUyB&zi4Aca18lSF%WWRdJ(pp$SfhA!C5(Tt)q
ziA?oywgqP8MY+GH@58ebcFY$V$Lu=|QXAY4bC4#B(tM#X8)IM00{4;+BD2r<Ei!cD
z)$fGs31-M0ivF4dIId^P+wO>O36dK+IJ%X)c+ub!6GWE4+fUI|-Sb*<OnwE6SGUpt
ze3uAe-fn&<Fg)#mc^~gS=rsoxt3$|&vNO8E>Ej2$X_#jDjF3qZ=1g2W4sF*8Rj&W7
z-_<iHJnS0pC;}x7#<-}?x_u!PmVaWm;J<{D6>g6?;KIV3Vlf&;pBwfMcq%kM{SUxb
zdIWIUW}@Ya*U$V9P!tnA{V&H^<9~q9!75!0WzGKrdd~vtyCs$Kwu8PKqL4mc|BZ~q
zV0VAc?bT`js94>OA|4hk^+Q#9m){)?-UHat{4|v^o!NzmqPx=CC$ifAK8T|uT>pi&
z*ZvRCp321dkhgK_zg-WysZ;w3dj-5esB14q-*6?UeR{CqrfJErvMLMH#k42F0~R?*
z>MDlEN1aB;GLNet9sYv})5Eb0W`jffQDebuR2N{Vh2~$b%XFYR(xgpK*1b$J!mYez
zqo&sV6#ay{zM^pu{deP(#FFe9X-++gGv7HWrPJ9g^rbaf*w+ZZyo*O^sgalKb7!7i
zH)txImbADFing5)!_|25HdV;im!E!rdXMFngK|3v$1dpwbCz>)bX*Rn`Ko+O3Tfeg
zWKXo6PR$W>Cn8HdEEM@DKvo4XPCY@~ZTSwddc;#L>x*So`_ltY3cD5Vh;&X^p7$7#
zU9HE=JdCg#rz$^Nn40Av@dLU+`YDuvsQ`v*Se}P!QEH^ti)qj2*9m$f)y5%Ai9txc
zcv%IQwFbicn!VL|!p)Tn110LEwz=uo8`E;6b9NxVbdb5ZI;%X&@(qsOB_JCh<O_Z?
zT$w)$&_xDs^4IfEKk_#1o<*Tg0fNe^)C*FLRKdZbX>aFm36QskXI=_r=ng*++&)CW
z-a(h{=<rJ_1cf)o>JJ-zaZFj>msc05&MVHH?e#<QrfGFZf=MJNhAwk^%I7Su1vp6I
z(iL%Lhg?f$;F4$d(?0|$|2FY2Umur=a!_|Oty5UqSnrH7n;(E7-R^a;CdOw*zqs$i
zvISdkgkm_M%Mw<B=vg|^8)b54se8R!VahMS3FU@GPlHhR60u%OJkiaqC}$b;4C#WR
z!2qI>W%e^U&LcSwBY9D8Fj+_!4x0lUY($y1V!C?w;g}_sC?+lqtB6ryG^SZhG^s?J
zK0a?;XJd2Qw7ewb_Qj)H#Jk9WpE|6PFW3<ys@NyCc;eov?o*_m4PlyWu@MchvI?uV
zfV)d3h~FGly=OCNopXJRe{}$U!&0^pT)C<+zRF>N6yrp+qNXL+{#pIlWojpFUJ_pz
z49Uuih7pd<Kh&T5oCDdr&1Bu4Q&j0*o0)#*N&0LY|1gcoJ>+E&05}f&Tw<5h>F1Ft
zaBM6xp!T2@H6|&J{b${U7^3TZhs-qH2_C;>;Ze<-D*cczp~-ls)p8edy;N$IlMrV`
zJX2|9lI444k6AOfMAzw8=OCD`IU(kj7~eqCldV{EhWPFr<_nCS9XYi5p3!w@-bH{#
zi**C(pCEY5?YtkW1Q?ua-F}BTEy-f*6F>{L#!CLwH-`)>Q=FZZ`cwKmuu<{hq3mAp
zc%`A0pU5sSjyY>rCe2RU<)y}gKIicR@E2s4aLsZ^UVT^+8#hQnoYc}dlQIQSX&<U;
z<qfyuX54cOYhD^kgVa-e1oRL{N)-1gV9=DV3wQFR&+;r_LIu0)!F#6t-~+pZrcaKp
zv*t~UGh493UgcJh9}>nM&TwT$>0O1w(sRGeLIwwQgcoCAYh8%EE!Gx(64WI?^y;At
zy8mwg%1p*JGZ}d3Uq0*nHKiX>uYejWc41=RB?DU3Hzl{HlA~SEa-SGcl|lESd?@O_
zn;Y$5B08H`1#t{(<rjy%?o5n{DV-OX0yXP>pMV75k70i@fMi7tGr9MIsD<T~dVp)P
zc}svVa6YWj;4khS9&@PB!WG`><U|7P7IzKeVwuT@I7het0Vcq6@@C&Qy|)DU8<Ur}
z!0GU`f0M7<>J=2t#=N+Oo+=Fz!|m;6SfFTws#cY5%res(9J@ZHqrjg$J0<e@x4~RW
zK_2KIlIeQI7l}Ky8#RA{oo4v44`{@PWf)?X5cT|j1O3Dx;q4TeK-1TqEt3mNEbj{c
ze)4yO^Kv_bd;3t~GA7i4<ap;rUjHz_VpI`}*RVgN7cD%H#48y=ih+_H8Sj>adlCmS
zBO2+;i-}2H$SI!Z6r^drPFt@_{Cjm;VL847jqhF$M{YehLWS;%#?~VmiOh}(qHWMj
zu0D_P{|#uo$jaZbznVL~CI_*4)Feso4Gfl@?If;Q{84){5e@U|-v)5?1!6VCzz4})
zG*?6tb*^4K{Cfm6GzAy;rybuO3&;pJf*;*$11#AOZM!bDDJ5y!71jm#_HH*iim{!f
zF6D{K>tJvo*A)gkciLAatVdJ54i?eYRy4yu6=komj%cKn+b0e8`f{&>XO#!%=y0Zx
z1r3-otqf>%!|w4TXXX+MhR+^}N`d64EN#M{xK`T)#Fg^)<5<emndP*5Y+ASDM9iD#
zLsjGx1bzoaAQa*@1ALyY!Hecyd?%ab{0)|S$GW3<{lwe#mxf*kq+ba3OSoS)r*)sO
z^v@>v+}K+Fn=_uk({-)HCrz>jC@cMZX+jcM7b#f-*ps}M^kwXOcyx@UZQ0{nYL9C>
zDx7~@`NKS1HM8Ikqy~;hiEkR4D!r=Br{HD_ZM00UlyB3tobMV7KeK?%bO59Cz5a<|
zl4%juwak3k+84ZGeB%wT*{nivsk@aarl^TsNNz83Be(x9hmY>!n&{=7=JbzmqP3np
z^=Qn$Q*09dQ0iiy&qJ8Ab+i(51xg=ms+RJ-m?LXoc$6w<R66P*6@03dldmR?v3JhR
zFKldl&)t}j-TZJAWTh6$(Ux<OQuYEXrOyRiqBE9;V)K+|15~y1?^yh;Sp4t7W7C?t
zV#Q+4EVX-OTiG&?JylutjjibwSy~OaZ@YWfg$cGh5=U)fykl!a)UV#!ZmTd%KGDtA
zL{IDHt@8G-yMlh;>PI<deE)n2c7UF!U17ImZ?V>Tp&1r|deCLL`v({9a~<o&@cz1g
zx;3r0yx~w@J$^~+!lY+YPGq#W!SRz|(}1^{=L_w9n#a;*JU)(IERJX%XaAPG*_w!<
zD*O~Qp?$qh^9vF+d#6j%tQyIY(AANWZdl{xgP<T5@hDv?zTI18ElQy=C+bq8%AFBQ
zG5EdjIU?bNJi>J?>w)W1YaZhz96H6OYQcqDe3qRZ83diQd*|LQEll~`5!NISq$_;S
zm4oiqT{8K49c0WJ(N?W@fWPb8;OMe*d+u#HJuH1*zaMIPn5(|DpSqvH{o6GZ^EYyC
z|Ha7}>C#!JL)unkw#3A7esfEIV?Xe+hH;u_$gNfed^G+)o0wYmay8FP0&jeeqDF2_
zMfKBYMr5T(Ma^9U9{CebkL3ckNPb2akvqc)4<<SKh?brRH&5|Te|M+*d&X8&Tr~CJ
z9);i3)x>dH=aVC{<8e<kg+}jzvt(TpCA7SIw`8sXpV`O;SAw%prDvHW3~+3l=b~SE
zqT+~mY33Ez1?9#Jo`Nm~@u1Wf;YKRry_b=2Z#%=U&G_#JLZ+Jx`m9kv2iugapoP}r
zZhe;k^vnxD!}{m<2J!^gnc>BsQ6@c`{CS_?FhvCyQaH81SE+-&2!T;>nf)9!lm?#N
z#)1P_F&HHg{lkHxLpnz?`HA8B$!SB-kHJt6$MgT>;B0iB;bpA65>|nk_3?*?qb9pL
zT%j(ru7-*#DT6FKG#~g(+)jMJUcu0h`(ceF(dh^Zd&;)%{j%`w#Ww;j1ze)OOI%$&
zDN}%Ox4AR`*eAe4nLP-K!z{+yaTCwV=mRt4qXtkbh#R~m=0`|_mnbY?U5le5Tn|Pr
zK=4MTAX-5(vS_Mm{R#WL5o5RDA6(hs<D2$fNzAKeLFe2WFPoTD+#TurtLcdn=2sqm
zyXpJ5)YF@v;gM5MW?B3n0BY_t^zcFB6wBcjq97ja<38npO}Ri7xZr=d3{3Em01ql7
z%ChVUuiN1YGHurZQYNc#t1<L24$VOs&w4{JE+ydSoThSo1uXJwITOc*O$#M|)}iC?
z4(bLE>gB0fBf5}@0GGP^0f)IOJ)PwCf#H8t=O<RtxxtK}HP)-Tx`ZB9>GA1w^^sqL
z*Tq&SS)(~MIDQ>T%20~Vf%*V4uNe>0Mt}ui$+$+SW7^_0BPRZi3739B7x*-6_i(%Y
z{ZFa-H|I6f((H2Z*Gw^#eET;2#}OVmQs|aZF$kb~CS!S7>)chi=bGe%x$WOI^0VTr
zCTxEO9!uW@?Mq7}cAdYXzpeoO{U9af&LP}MAqb_}ogNis&*C38-^fwlK1IqB8V1De
zBzJw{=J9ugY>F;*skE^uw<;}06pLt_*Mh##g}HddHFbXIY|HW@cJ*(*{cjPxa4)>E
zUj>3B$`)3IXDH|K3n=0`*#g;Im=9c`y+Hc?X|ct=V77gz&+Jsu(oCjchl#@@)&6N^
ztzFtd=ES;&V9&Dbls>a3sgDrcQfVJ+WSrh<rkRdiT=UxF?4wmxJbminH*T%bgjSmN
zZqAW1&`$<(D7pg7&s&$5N)yMk#gH`wOJ<XlB}Ym>79fDm0JJ>@T5<p=I1U_`Ql<j{
z2AVNhDl({#$`*noBu@>=s~e_y(DL~KFlLZ>WoT)54xZsBf5Yb7eBnm3TdwWRzUV$;
zRA-TI5gGG8fbBHkPyN8E@hABw*$i9U3Cr)5W9?sirB%Cry^hO;m2Vz<elRn4x_fm`
z%=Zx}<dOb)w*n_APAB&9M;p4nvz>vRm)tK@m5=^x@2nX4d29ofsvP@?xW>000<EYP
z1AtoiB6D9^KaF<;X#Dsg{&7+`zU(Q-SJn^oZKt==z87_<4@atR8X6pU)$-m>inP9{
zmZO^TG)u{4V9zw*$<0)W;Kop*)P=Iz61#NO=VVu?`Kfdq037YUBFfUivg6RTVe@af
z%`oLS=PFyvjfu6$TjNcU?=l{Ks|iov4*s2>U~2Z&Sf)anXunq!(Q{yK0%mZmZWj#o
z`s;I@3__4@TRfyJYDTEIQ=o~-7Xebil5U=o`nt=}bh?1EU17|n+m=ZSSFz77c`nz6
z7?|pPSRN*(d1B@P%2pWzdLWDJgmTDG<M^l)nowDpO;$vgpqNfj4g&8LfM*c;n?7?k
zmG|m8>X1HPV0h-0nF8DC;j7S0Y5w)5I;?LO6tg_pxJ_G~id!cSrf>+wnz8oNrr)l<
znts`_aQ<$#%CBLS^3q171g4?G>Wx+INQN~Na4LbUF+`@8@mGO1ZsrMK1_j+#zI+w+
zZM&}p`|)ymmrzkY-ho(i_klcnQNH{^`U&8uplYn}$I7ZbruY1v8r#ZIFlcSTwMb(J
z6KJ+TzmN<9kd?QW-=|k-O^6CNYNvGa&W#?KHKZElv;iMo$v=b7STU@q@#G2dI+r4g
zCtN7Ky!z+QxNo!d9aC&N;_f78hvxt|LIqo|1XJbJ-K=LxA9oN}@s&u3z<wog6Rp3V
z+o`#P8Ol<DDOuOHTfKReYfZ1okqxYoMjPL%0MrohxjItm7@rB7t8SAn=lDGJRwvZ-
zc-y=!ng*U$WvY6J|E#%Gc-fiKNa2TANPI6a+DPsKvxqxKFaMiTO?{{>G%I5kq=JNM
z3%V$;$0;|@#U`OX3%7#x_g7oDy@f)_AhclKqNI@(>Fv|{hS^>~LmmrOMDh_^7}|wl
zIxsK?Q&<ua7&rUUAcETQ1w#aoApNX@88?XFaj{d|0W<--4s&$=CobI1p|nFLx97ED
zfc1I3(-E1;WzGhPTTFT2x`NjcnM8l34@o|nHT1?)Vc{5Nf}@VVzNNq~Qyi;Fj@4xz
zDrI^U3?_&5ccDHDV0}eq&xW#u3n02RdwLxa+9p%9u))nZ@@%*sw5^@o+xIh!Nr?{x
zu%M49uKk*c{jo01N;DBJ<|!*i(KX^PzA<H>2%=?TX6Wkhz-Pnlgel&;bJ&y~;6Z2b
zn3%Ekl<(I|3dd#54AIZ-ijyLk7W+0hI^O%TVbm=nV4G5k+gKJYwL5vr`SUyIz35j!
zacy#@cZOrk_IrTaSEV@x?0A6hmrOW&BDEmyuS}3+8~YSh9z-+ycYrL&V(9zux8H?$
z^t^o<sMbuUouZt%w`IHMzy*EG)=Q{hT%u~r+YO#km&SdB(goyYxu%!$VIuQkOi=L~
zm{dE_%x~TS<jMt1DM;hTC?)$^yEvPWl-GSWY&Kn*Z3JhsmM7~w@onEX#nBF^({6E=
z=5LiVV!)pLrbVVMzLn+e$&A05j==EBeVVyX`O4pg|B?!D81CO1c>>A8?e*gKQ<kE-
zr`yyE%bCGiHhHE>=#XM$ix-bR#4z=>QNzoeCUIW<EQ8&eeH{k_4TEv1W%^SYG&)r!
zg^Nx_?WgrY!}KngmVKF1UVnfPZ{>%Ytq3ug9;*Ff_MtM<l%B<i%sDUDp8BY5p=C{a
zhU?S?mU;b8Zx8h(1PT`vocOno^!Eq8n`9^}0vo^=@a^0t<Ro-AC1vmy{Q}Rg+0g=u
z%)LiwnxW?KWex<qUbq3dmEd}1-KvuiuB~ge$OUFaBYe6b^1qCh0;FS+WYB<Ame3p3
zC)d7=JdU|LHrk^v!7*N=N6|e3NJ~Ajr=UO8PJz^}`>S^G1{yhI_6G{$ybA_tX^>dt
zR5I7W+Gda!3p;PXMZ?Y7ox9h#Pfv`Z)!u?eZTUVCiuKeYvkB0$Cn&r`C+%-#Pv3b<
zJR!+K%EFQptc&MQ1nF|ppnj6&eF)P_x5gX8GzpxPSeLq-v^QZW{hFsc1ERy`1UgV2
zB9u3A<V7{AdOmvQl7+?Ux$$11OJc6)o^!<F&{{bd+-WuQ;Cg5myK&D6e9%<q&(WT|
zwfiU8LGeCuH>m!%T#J`RVfAYNRckN93LU-N{KxLs$-2^sDh$FBP}tbL4y$N%J_c#9
zft-=-Sy<L-TaWquowreFK1><qyu@U@7S93>;%ApbkI4<RMWqAEIXc7jlL!4oQ1g`x
z?N;V24=#1^ft`@)A`@zC$3@)IdZjVYJm0(hUU)zAZ9B*ZITc53553u-(9W^~cZn)+
z<f&a}o90UQP*%5_as}=(rOH_peIF-(Z*O&jW&LDc9so$eQMdSeP&j;M3MhGjA1ZU1
zm6=XMOnap8y2KLAbO)yHwW)4{n4vRNpz?;k@US;JT3#oUPHv|kfKP!v>ASkew*(iI
zs2j|gQY?V6@Zek9Tx+^YQgPH2mk_gGA)AM2pr|iJQ8Xy`TG)a%lSuCE$>amA-S@@v
ztYivg=ge!y>=KlaY-hOS;GX4_w=M{FWfB+sl(6Wc0}Si3?m7!H!cLqYmTb_@<f$el
zeGhF8RC^idhuQIUJc$*5bod*C(!neuBMw#v-$7RfQ@W5sQ_z~mVj)PoKLjJm-#yTV
zekKWT7*Np=cW0RrU0$9)yX?vp@x5PCFz;=>8)ghibe)3*BNf9w1s$%0i{1g?7;@sx
zCJ2(3$Wqh~-8}mJh73ueSk&Qky`o4!r&rM=xjiY_WE1V5AfnVhYqX5-N!pN$Q8fL@
z_^<j}>Z;8zAG(A)(WBVPHZium4y~w5VAkSzA;@@x!?`xE|Ksbt|Ji)s{~ZL08j+|`
zqY)9MHVta45qo!_cI}v@)SeZwqb-e5d$d|wySA7`Tf4DGqqJ%kMf>{Z{loXykH5ep
z?zpe(JfF|w$d32)wwjHz^`x8ijh(|#tL@(&Ss{^Z`IA+2F{c30(q^dwrGQ3JhR(+v
z=GUBl!;i9s#S9;a>1RCE$kb-{g`}F2dH(~bT$~{tZdWd;pKxhr5jf#14k`gbyjNci
z$$2MVV2{$3706ejyY$pS<F8Cn$5(5P_9@KA86xR2v~a$Q*<5Kbdk4jFvkCKmqJA`(
zhvEQB3@1fl3-O#w-6VFpKu0^OXxzIy`ONVmxrbPg@Jq;hBo=<WvNQ_|L^v)31U4w*
zV1-U9(np56(|{?SQ4Oq=2|3#BKhz8dH#^EzpKg5VM1^}{2^*-qGOn>)mCd}tN)rdp
zYAGs)WjpSMa@X+*0%PRj!}AoEmPT3tC)uHhtvXIxB;QUG8WvPP2>j&>gak^>IXh}l
z>jptR?RXM5;+WujtehIBTnI@?ZQoHI>+GGHuN7A$Pdv6FXS-h0P++73VmSFiI;1Qn
z!zK*_<IS`z@6LNly}N0##=&UdUCrsnX#SK&EqmCLR9(rwy?2p}=ROEut}0lIW}maO
zn6@&vx?ydw{k6);$+#`<W-JUoT2`)Q(NOhJqOrOWS#CfN8u4!9cT2omV-q_wSzu6J
zV-W3bHq|4V{pN`|{N@+gucGkUMs(vUJ!OqSPOiyUJaV%k_tzEQ(u$xr&%Ut)dFVJp
zInDt`EfW(=?Dw@AgCXf9K9A3sa{5*W@(l{VU0Hf^r+B93Sy?c;`o4sgCaB66E-D>$
zhh6%Ijt<7UHz$t#oMwGp%B8vQnl8tHK6~g{ew@CtZ9uf+C{5v->0W#2xbxprW*2E~
zOgsZA83q5Pfq%GBh<rA4Fp-p5$#*|HLD0}#=?|1CB_jsdBkeDaU_|OuAGRS}V?8vQ
zy$?{WN##OILo=ChNHXkv<hDdX0%2gc^1#^O#raaRS(-qa==Hn7`j?q##1w!D@=mg}
zQ&yVqT?cvS-W+sEC9*I*`JL#DJt4m|pkXqeSc|#Gnd{l4lkkSwe=DMxyWo2EZ?P#<
zMLlNXJ7J<+)#~wm3$Q-DgsA>^pxDU6m$c%{F|s8ea+DtH(BEvV)x3J{e{|)cRJoZ&
zIT8&J1Dr{S$2x9kZ(phSP~-JO>`jfu7j=o7Y?UTOi=3W9WedpP*J>@)Lmg7l@K5+*
z2C%d*^I&5SXCZ&2!_~-QUe33p<feC4&$lmGO<<^n;yJKtz&7~D!<aYOl^kx;%=>R}
zP?u;Wq|Lx-yh~$+9&mY{Rud|tnn1GC&v-5p!?TOdo%ew<TH#Mp-IL5>?AM$%JKg5>
z>W8=$*}F}I*nxy()t^yMgs6)_-Zf`gLIlbg6eINa!eEBKjO<E>j$?VR*g3~12wKuP
z5OD@4Bk{WQgY`0fOM3{DSz1341nP^dzepnWE$?!=gmi^!$aT?>@Y$%f4QD@2cEBYp
zBXy2A=fbG^)<r>9du@G41**@Echo(Ma7U6B-1LAOLu%SIo$is%5Y6Sd8O~$i5{hQe
zRp)IqpCGFbTsJaFh)U~K$Vy*8uoWa2jeS^PLlb#M{nI~->omtX@(o7qQF&$J64A=O
zQoq|T?Q9e?hS9=_4iFhS_LZwjEA5)C3*kk5GEgZ7qyWt(uZ^~*T)T<-CGfjB<A2#e
z@bEmUdt4I8AxK4U!sl>s-qc4wr3AiO7C9kf8KIh_HCd{$TvmS++);53CXJPZ3^M7u
z&5$Tmh0HQ%az|x?;9PE2*kIIos&-_6zuBM<Zefi^0be*EjtVqQMg!=wnb}utq?|-l
z_)|5SO{DTrr2hW^FiNNve_A`y#MkKD&r^oi^^7M*!UG`(3z*9QxS7)$4K19+W8WvE
zmt66LRswAhxFBt<uTzQ<HKbL)Gv8o`>yGs|@@pKWUAY=I>L(YmG@-HNx-S^O;JT7U
zKAjKpok0LDaZ|^o^?BSwq<BYtnO+F*P$u{=b#6xiq0pAL(-TgpOM9);U*@{tYL8N+
z`lN~$yXQt79}SV{RG>191Beh33uSHy$+HU5HZd|jQI2A)%WyQ(3}m60L=QLUngGel
zd0D;4@cHlH6Y5`WU18~#Qavu-yZ?hWL11P$juE6`WZD=Tr#ZK=jKUT<Qg7LaXn_e=
zP`605H;*M0J0+*6ytY_zipIt8^_MN_RLnN@I?mB-wgUxCXQaZ|Wf=pw;h*vdBwQ!`
z4$3#2mZs-8x&L*A{*I>%JJ4t)?R;?kQW#!yY+z%IGC=t{Kq_WtR}kS%<pmdf&=rx(
zwqHNRWGu#}&uho1o@#~LV^fy~)>!rdyhAEnnMiDq+L|v`HPwzil&Xg6?}(|xK~*o-
zq&CF0e+qe`i~QXH4YBhvuX?x`&qI{wmza(A>=EF!Bvwi6O1EONVq5~}9(Fx)Tqe$y
zXGcNxmm3^IkVdWZbe|N0QItn%UB63_b5u=KHy`au-B2e&0;(5!fs(qWxqO&^4u%B)
zhEmCjKOF#J74ZZ$YFV_SMrBd;(&Le%<{Exg3F)w;xaQ|Cf~WNjc(H%28x=pCVdFLp
zQnc6vPU?rKcc0j<bydC79}BZT{=J;CHdrHvHPjv4PJH$(rr(marK}~6^YZ6JJ$(Wk
zlQnob!)c;Em5ry@y&6MEak`ttuY>_q%f9jyu{088ASD=!D{jlB{o=K#5!a2Y2V9=G
zJu&r?FQv@%`3?A{yGFRclWTubNMZ8{O@lZCE9$X<MxRJ6P?q5aJ=R_t84X4_!^c+o
z_w(Y=LTje=m1G;jy41Dik@mrRw@mlho{3&@F3G&vR5Wvx#CuEp2gi<@^^cp&7;kf9
z<+q$Owqa8Z0;X5}X%L&-zkJ|pVB&JL=lVgZ#~z=aTR_SJ>~i*l+h$`HU>C~fhyuY<
zP<Ik(dduip9d}thjlPBDPa`=<dH*%fA5}A4sK>PL=`nW!l2+Z|#XJd(V$aV{ShK+z
zwspJk@Dt8fG~9MeT9P@JfkwGUkt%DURnFI=_7=R^m0|IdVaKUOFxGBjoEvjD*BM2h
zw>yu|KcFiSMu>C7J4kC|RT02gY|r}IazpgodUmILqxt9+gy$cJBHmI<BQN>a#U1K*
z0!p4v-gs@<lv8d1kj%AiQoa4T;c{YmPG!dXk1@RZ_|efNp@6z}K2xWDP1KwS%1!q`
z>d&u0aW=V_9R`{AimCZ`fVBm;?uiJ0l*GLornhh(vHVyh?DO%djF_h5-D|XHMe2u`
zGAWtesojRVJ|=cmUyMi6rccaf;ul9YD2hQ{QXTe><FK+<!0pYqsKAM<FKf#EnI3nO
zrz^LuKGGXmf41gGT7E#8uoAQ{^)^gvp`ogGgFNyfj&2IHKG>x{%9?ypC7stUu5EPT
z+uz%cEUcGX&QhO;D_&E@pegy0XT!Fab1rKN58QX^wSux$tZ}TH&<plgX0WP#DRN~E
zJH75;`|A7Abi}8<i%xP?V-4Esn|<N*9V)Bkt<h(T%=JsA#V2KDvfnM4azvM6ccM{C
zHqvQzM)^`avi@l$iv}<%gQJ)<LksKDx#0>9qKFd?L{qLi{kc5O3X2OVa(d-&(bfiU
zTevYShFK~y0E>hKLisTmx`Qnm^;rX!PlE}`?a9jc<oQ-PE+an=LhmsrBNxLlg9dw0
zZU!SC!vPk*Kzy}7{w0@TlX1;isHL66$E+&>bBb8yXJsEH*&u21h5_K+zX^A98)%gs
zDKZ@wG=9?D<d8ofv>|#fsq>MseC+E;Ix?^aN1eQpc6;9Z&D>ufYy!9)%C+VJ2lN6>
zLmOY(bsi$VFox9;8ZIg(B(aFl1opJIspHDLbGi~-2*u}Sh>)gzLWVDe3JSCj{`CBV
zZTMRA>f%mlpb-JS%P`nV2<1QTM&h6FEFiI{lgtq0h8rb3(?(;6=%Z6hyu^bzZfRLD
zZ(w5p@#e*MD#*ChiQpk_0_@cD!1@nqWqlzM?<SmK4GT;zd<z`?<mZU#sgI8E!De_8
z+95RXfu8tqoqb@Bz>NAW^xWS5Dsk{y=yB-YeLm)0m=Dc@t7(JD`jew2R@Id(7rNFK
zAdZ$PeIOdgKgv5teP<vSIClsc*s%|q@ZF71pwPWNUz2@qSSbEv&-jpRo?PFs=ICnk
z1>&MS92ffOVEOtXo1)hdnN8f|Ea}7Rnd=oq(@D|AnwmhXoa|?L`sSGH1_sGEQBJY=
z?XGUNFO)^4Qi@-iwZxPP^m*<^hf;q_uVM1G-|wbk@wYRM9A^za@0va?Iy7JN5M3fR
z&WF9Xg<-s8+Kv#9Gs`WVCa#1C-qwjBn1IYQEs^6d9t>%!8#sDU>aazm{jW>DaRmli
zRzPxIdWt7v{EmDQlJ*?8bdPyh>MFwp=ehia$?2+H!ogBbt-9u|DzD}j!B(|th#YZY
zeK1_IqV_@gS&W7Bff;~FR1ACRxNAk~tHSDR50kD~wa5JIpGFKe*zRL>-TYhmgS!$f
z1rp^V6=_c;OsiFerk`k7#A;a&PCQn7Quh5yFq%-Zb@almK%2}{QBwS%NtBFj5N;5b
zcnQpeB$U-KC1bXco3b<jmQ)(RE5vcn0K?yGzqOstgW-m754SJ+_j>$=p*gElgv*;X
z<t=^~tIFVDU?#-?*!FOa#~WUIZ_qtNgt_}f428UNCka*IrMppnV@$pTq`?~XqPgPg
zkBk~9Y?2m$Jm<^D6E47M`yp{a6O!>RjDLWYzI3c28P-5|v?FbD*pjWFv{v?TFvtlI
z?#Hvs|8|+Bs`XSan1AVtq(ybRwoQbeQ(C+IDINaVbi?uijvL6$`%|;o6nix{Y?<&!
zGo$^`R6g)OfaIjWo9B%Mw=+z%K6+VL&3n~EzFaTYD3?Io5Ad{rB#JVD|M;z`&(E%i
z2-Y1wHfi5g^ICoK+*E%ATk#I(`!eUo_7B$DH2J!<2^wn&9m~=h)oZu5U5LFQcRY@h
zoP{0dP{PSI&dnBWUiu$1vws?mr1c<dZpl8Eb+#zLq^rHZ+~<E(9o#t8&?7iRR07}Q
zN&D*Sb}iEmSe7jbjI6KnvWX&S-l^H1&LKw?X!JE&H#TMnrr3CeWLvGjRav9nNWlC$
zI*#0;t?+=g=y}7PR`c<X)Bj)*$SE$v;p*Sll-|DB!q?sox|wa2QXpdJ&ml&9PO+(t
zK&rnws?Mx9>c5%tA0YqV=OP~mT(p3-d70Xpl5MuZysh2a@~N9mHJv}#@eg)P>Y6@I
zzqwY;Dq4<|PHdXJ<p_UzkrM8R-+}XyXK?l0c>AUI2X{6Q_B3ilkB}Z&vHdVHBQl?$
znD&{9n#Y1wTS{K+x9OP?L0ud64r4(_V}nX#D8+!pd#`zf^kB5l-$mB=%HrkADGYYo
z39z>6z}Pd3GI8_)-q_~8@HI^{2ffn(i%IL71!6OF)7Q!Za=7`ObEh7Ejvm2OV>J=q
z1P$rR#nxXF=;)l_xb(Gdn{JIP08#Ji4KwT3TUPzH4Ez<rtS@c$faQ8+$u<vAn$o4T
z3z64FNVMV0s7EN4A@W?SKz&~Yy}s<%_OI_Bw7s)Zb_h3mA-x!Q#Upoj6YwcTOOM8F
zas5#%Box+~wQ$nSnLg8>y4QSI56ntG&yDpx$@h;04ejs_?d%}=asmE4x#SaqKW5Gz
zjMs)5*?=~L9x!b1(#i$#j2jQfJ4U{_wBK&8joG3750HeQuPZUqUx*ED_~}}N9!(ph
zA+kqM7}iXd7}M&gxsd%ouwVYL#(iL_tABWZowMb_E;1`r_R%14MbERYJ)WmdHDMkA
zQA9}qquiJyHFEoh7pN1h_R6_PwA$KiS16p0ov4f2^wC~on+PA*&!I3Vknp6u(a=~v
znf7D;-MYijZm!thT9;!AUOPMfyVY**tn<%v^{<bt$kGW9J3NG8Hl1Cr6&XSZ;Fk4q
zT}DWuTwAyYJ4uh?q)=al>Q+I4hyjU(H6xu^<#U~%z7^=!GpL(3-sC)7fV4ovu;&w*
zx)6&_=5CCM<8|)-1tPm%qILX-hDA}$o%#7R2<^~a&NvsP)q(xG*7){~Og2A{xxKq<
zD?9Vw75>Sfm>#zPsDnz+o+W30SyvLSp4zN8-b5=7{0Hce1yD_g0fgl+UX8zB_u=3c
z+JN5q0Kb=vO3FL97%7z9f)DdWbyu{1bi!Cgs20ZwB78Ld>aT7XQEybyHLniH3*yB`
zdyGr5XBKSAG5i~#L5TRh*;5qP*ppSJRY=Y);+^wPU|`OSUJ4JJiw#p;jt}4(9@iu~
zlC{H#3%TliJpgcfd;@PTuLj)SX=TSVm(It}5s90p7P_%WZAX`eBJO3y6Z+E5sOHW|
zX%H?OxbWMbioi$Co!iWIw-EW0(*bU-yZ{wE)~9gY$zMT>gCEz@ImpSts*#qi->LYF
zLcizE5Lw0-Uw>FA1QBXg&2Zu=f(YM>b6&}(pn#gAcXjF`GL=n1x7wHHsa{2PECtlc
z$rv{oifh`Z8$eL@Vaq3XvM#=U$}~YBVGz|+|8WI)R^z6u6m_6|IzoM@n_U)&gHuq=
zZ01XQ<1}*{RK&bvjKXg6a-y_yY@B0%J++Ffi6gz#VC-R#TJb|Mt|?PzpSN&CBAzGT
zm3LV!l5)Y#Ykb_k1Zv1@3gIH|!CV+j<3K!Te*=w7G?1hGUC<zJ(|GoURR09`hA5Y5
zd26;0sxzeYwmT1e*b$Fu;0+}bQxmb-uCRd_F(u0vaBK8KRqEj8Z0xA~$(;kl<6;T%
zsu7J~@fI49Ddhf`=EVSmxU{PukVnLK0)S)(3=+H@yJ2%ZqdtID5V<kkVp=}oc^vGX
zE~AClR$NZzQzWF)wr!rSs<+rf=KR8IUBDmQ9Bz+kB#pZv7JSGGXs;J4vQJamRIV5l
zmY2ih*h;FXTTqQ3J{c5Bh}NK3koF6A*2J1O(XMp~lWnU%(3qs>Q%>4VHh1g3D@qBd
zJOEJ=NO?jLF>Y%@sJ?o})6OrxB%M87Y(cvA5-R9yP<)##mQ$0YY7lVVXtmNZ41HNx
z$7rb?!>kB}`hW>H|32|Z#bwO{T}h|ZdVGSi3FSPT^-mmdW&9K=?J^(Q0AZb9?yp@=
zjL1SQZ=80wL**ivW8=NK(^9qh#?r=iJa}0?C+SiV`%N^eLm2@_NJn;VG^($?zfL`7
zXtxItD#8v60NUAXgfa%Qfx01X^TQ}?JedmgCk-fS2>@D~!-Sx+*vK`_?sk7VSr;;>
z<6mj}!qsklJYO>7@Ksv}Ss4_oqEwb*Zk)+vNAk`uzjxH%X~_?6Pcq8mHFZ&3C1iqH
zkDEeTGoq<TBc;O6&U+>pR4>cMpH}Xb26lMZr%uWYL=pqkPKV$G{*Z;5H0H=GltULz
zp@47-11LGu#fcU(4ArB_MFpzNE&bj7$x`3%W#g4XPTKN(Vf&lyT6qIp(;TN9QH`PZ
zHjl|Ed!3o3A_&2<wl~O6dIikh&Owu*<+a}CG+-?YCY(7OAX$2_<evWFW5mmWOorOp
z>dbS|-!C5Y3;jBBWqo_^8`P}%%SE3W(eTgY)NV!D{qKCOw?>Y}x5@8c|J`XCwj5D4
znm|7gZVQL*+{(7N9do<x<s^cm>rP>il-#s;Ba>m|!?PfRB+<4Q3({9IRZCuAmJJhT
zVS7qrupR6t@QFV&^$9x2`$b<$ak0&dNnUecdYNRSXNzr2dRd+9M-+$8kM39H%-{Ev
z=_qoi!xw(babJF)FdV~K|5Ax>B6T98_<s@qKU|$2S<q+`+7&4or_1I!5Mj#a{23mH
zjy*cT({ZMqtWz=e{{g5R`>#z^JqlOPe@yQ1B#*n-AS4z0Yuk0+s%?({J85kBzvtSB
zV_3dUS(M1xU_7Akq@$z6?WT_ud=o%Szr5S!)58rP#W8OC;fKPPx18OTjbHMPOK_?9
zmh$$*HVk*Xmr*-uO=eW~H*q0#?<(XDb1kzg@+o%%$4Zsp?Ec0p;iEeYoIqys$#MIz
ztOn0uIwYR<+@Zk-&YnDOqR}ZJm+yx><~@l$_5VOdp?Qd|MuY{^rf*bB3Mrqh+krtN
zmr61a*xd47$KvY8y1;8{n}X6hX}hWR629w+ge+nlO9`eSPLsd?+(+u#ckk;<%;uKL
z7F$q@2{8Vt!Bo`k0moVmkepbIS)$%O%gSlFdj@O7u*Ae-O<k5^jD;h;V7Gx4u`Ev8
zUU3Ke)@U=5mDA7^-aDb@?(vE?It<3|^Trig72K*X8X)$4vby!=6H_1SAaunTB05Yy
zwT*WA{D7myW)_W<{>saUG`-9<{x~F^UP@xir#z<NxqZzg{fJ)LrxQ<~q>O0A*uKeT
zhAivD+e3eV@O<ghOxAZsZx-AT<~0<hPt0z9@{z7~N~H1)$4v-%2DD8V#hd@7_<I!<
zIbJDjs;B?9Mt>W{Nj=;d{xbSxkTZhN)7Dt``7!b5hmK{Wfitzv&QbWLvPz74J1)t#
zxcVTl^XWBVsrOUDm7i~^1X)gAmw(ZG?Fai-+d@vYx}0f)J}B&I_YbTiH(XfX%z`sV
zF%hmg+KRO$%-PP*K)i0gDXnQ2prXvb!LIpaU-6?L8ORuxVo_i$Ee6Qjv(B$TU_hOw
z($!}JL-G~~eLp2#HS>8I;{R3{Q5^kCH1YZ;3i<Oq?OB_6P$(_4PV5q;cbz;#)m95~
z;~g4%7Jf0TBYIH?HX7wi8}=K<WAy;y4q91&hC!KVr+rF{6IV?-X@l4Xu**oxa9xd2
z6cXaQx-m-EzA#5QrrjXJFJbs3DiE$G06OVM-Ki#wF++58?7#u)v>vNEN_A@ha(fs=
zJXJ}=SR_nMo4prlyu)zPkh%*~j`t+UIw~Guvay`Fv=VnT(z)-+ienTPLNAwhaKzV$
zx}rYGiw(oolZf1iM@^*c$~yRHD7&{kMI3?JbfN*+*&qfZ>lbim?D0sRg*m&l^y9jo
zag96}BthvoE0(`MrUl{_f}*eGgTat^Lg7r~8+Syv?a(TFWNbY;o8{AfTEY+=9|L1p
z>Mno})11r8OYnunvu856E66#anB5K;`r^k~4zn@?1X%ac+<a1~$&O|rgiQEwyeHm&
zEIBVZmopZ9G3w(3=3E7d2+ZVVySKzR=D{L&<a%g*;4#YM2fiq(_NnVP#>j-!-QKOd
z4iy3}w{$TmZ`PSe8o?Tje~ODEIRx3Z`A^8}Lzzg336^yhm+glpH0Zp+DAl#ZGsa>0
zH`bvnbu`3tBI_!R9O}=~UtCM<+`MXu*^{h}*j65hpW1}>xyc1*M@)t+vk_g?Nj80@
z(?jhH-}!SllsI6SJ#g1icZM4<aLB)|Zt(^Zb3~cJV`PD0{7L!)ifmIfWYX9N8<eB2
zucTAPNi<K#aeNpsf9>*_+e{rCMvY{opSCoEw9xF{pi$nQ+{2Ey3W!y4GGm^!N?N5H
zuWs)I)1FL*5O(G2(n)-11H)`C|GvvEZQquY5VZ~C%CgCi;~!j6?fK_xxON!iGhn>p
zN?xpcq!;c-Em|V9hv8Jefr%;oM(S_}#rY8z9q*%-_+H3iSRTxyX)+W&_s{v@mqu3j
z_~O2^>yo4Cgktgn(J`y>Kfnl(XgULiJF|6DhvhZrMj^S31IJq24J<K)76z4`_Vv9b
z)>(!4tA&9N?x(%Oe8nPj>xIJP5TD_j{~iVU`ocqV>q#4+{Goa(<mwu7j&w<5Fb=IC
zN0`I*5jSi!P83i+5k@$L9u<kiVKizVhFo^}o2^ML6LsIylf&ZL2?|-^p#IFbH6i-D
z?Q?4w(tiL4Di$oaz7Fo<7(r;=%`2oM(4G)i=EhzF6k2y>IB)s8`AY@)Bf_IEQCWCN
zej<Tb${c>v9~+vV4z4?)Rt97Ia@n0Rc-YrtksmUsFD{-ubz>C+AD5z4UuGQ|Q=i%l
zkY>XrI#05*Q4ju~8kUdtAN4fRKi<6z(2y2cP6ERkhhkysc{miHr9NIHIjf}w&DG^`
zQ3`a3f;`ETh-^Y;6#;Zg7(^J;AABNDe9rMW`T_b4eg4CWczrU@Gu7@|hP6x8Q@~tC
zZv14D`~LXfRJ^wKFC!zG!A~lrgY6p~_Xmxt?pW2a46#hM)wm^&M$|SWY=8h5AS?RD
zArmqI&-3JA(Ql2QWydfWZ=0x7&?CGo!(Q|cMZf~PccC`z=T`T;8{?+44R74O)f!Y{
zX60=LypI;OvL3KmPRYJ3;|1Az1E{tCMEP?uTS;_-1m@0%t_Po*^duv&hAP!#`W4^0
zl1D9yqeH|DZSKe<eWePWCpg#3vD3m+EkDRET{pQcy&ep9KfJLbz08?cCrvetaj}Q(
z^iN-Y;6}V-T($LE>dPH-wP|Z%YdQRbGp{5&R{2B8mx+Qi&oUdTAX+h0izI|v1198i
z`PJ>C8r6mSJ<E+u`0<7qxoWFN))Yz^M@q^Ku|uSI3spNUW;fZzf8vgQ@xi_3(FP2i
z?v-`$;zqXc7yy07p|?>9EGm_zYX@9n!hkbo67b1s_3E}qYpl@^dz5J|UsR*$6NpR9
zJ5C<CX{D7x8z)~~c9xB5u-8{l243`+)ZdWsJX2Ru79gZ5pWk%5ageFS`LTnUMH}!`
zzGBw=5ZzdGH!mQi;@0c7`Pc1pmc9)y*A2Bu<sLTr2AO4f1{2N*Fz0&D`ThD9O22bT
zUww@={IdAO?T<{>0)m3TD4S=VfNL_Q`8joY69#c^#mFZ|tSo7tT^g!uieFrI{j<g7
zq*ma?Mxhih@SWV|zXZs+7Go<gnK;pz<!BJ3pf7kUY#$#Z#peLfXiTM1n)@dM%RsNM
zs;B)2;8(l;x1bYV|JvKG)o@Im?)T==h}(~cXLs&RhuzzdF&eK}d~nNG;)dUC>N5Mj
z){X&hrLEzWa91nK*ImEe`-*T2&-Wdk^H6*-Gk2$tW;vVg8(f~W*0GqQe>mMRqV|fl
zOo9m%pf1aqh%<O{RowJJeS|twU;Vo9<+~_h38qSt$1^d}vQO}^kt_X3dh=O~?Z-UC
zWApa1sv)Z_tc*={z0J*(k$lzbb~W49?6NP41-!hzQGF)a*%d`54S$hi&&s9EE`cn|
z9!kHq2mUh3?c8uXbn<p%<PfVCeU%&XtUAfdb6NA&Yc(>z(^R&wBznbyqu|T{1H@$K
zt_3>oa>ckexWJZVc-K75|3ul@n7B90dxKAqo9PW;eI|WDjkxSf5KVtgE+AxuBA0F{
zt(BOTtN?`Y2_Swx%#eusvg{}(@nB3ZKZ-?|3gZpiuG#)&5}I^$_O$lhHlgG-Icru7
z`trpcb=RmPS_A0R^`S@yz3GQ6x^MMo<<F?$g3>S}Yx6sGZI7SXVX197>f+w|pd}H`
z5yuo4gHrtKlm%yxqguRu!m+VHa$g4VpGstIr$9u|#5Th#jTyoic0z6G>6pB@U>n(e
zLGZZqG$$ct+yC?rIpj9)<Co~VO5~aHaM$yc3$Be*wK=g6kwi8Hl&+Y7o1jL_*41lc
z!3R(UJHkP=r~abV4@2&co)?9avtc6(9ERnult1QSqS9_?;ja#FA)KTff#py>#I`!I
zguef6OABXXI+$}Xed0V>nK#ziuPc-FPinwol-%D!HK7Q$={x#kHkKJ%tQ?UabH78@
z&vcycU$QW>2O|n!axQ3n4KKII)3>;tw+d(DxAzO5UkcQFz`gTRMFG~gpCZbg&UMf9
zzK&UD>kauy7}}x-@V=~ITKFr*?2_iYY?e}{X$z|_ruT2y;c^bYJ+rH>zGkL!m%{3#
zkyB*{m13KtMC2lEs7pcT<5d7Si(O%CsHJIsA)`tp=5BWM8k+niEO(6Zjn|Ht3w4)v
zGk(v&601NP)S1@Rxuj|?w1L0mtGn5-%S*!Xth()i;tyd&(mH3yr#NRt7|>4l3t1ni
zldy7fk-;hr060=iT*%ZwQ?DNLF6hoe<!GENGPnQ3rMo@2xOp5IB$ve)i31K`mKK!S
z@yDdB3wTIBNkG}JSL*$8KU<phmJ2~Cs`|05DSGUY%xtmMV;1nXXjtQH*H+zMONnyd
zSEiN0BfU9gXF|2~wtRZfzP%Lv#?x}_4SJ4*UE}Ik`8cSVeDEmTk1soO+x(p-I-}!;
zgpTWm<phRkuIA)wkQ3Kf^~1Fz$@Ljk#SL0><cR@~_4+`GdAK_Lp#hVXzi;>0ej4t>
z*5(@?&&o~C9GD7AU|YO@c;<}P)>tUc<F9|I_Oh|yNaScDixv62<5(5G{@o(<sB%SN
zE`GJEH)JcgATlXzJ^uxZ)bEOF%<!cA$(M<j#~BqjpN~msSjC&QJz4mkH2?i?$-+5S
z95_VFJPKeiHJ7F@E9^aqR|)g;Q_s=xJoW7x_N$c${q6eUJ5$}6@Dt9+ufLssbCisv
zzJI@D+%-Jy@-bx5tgoz!y}w4J?63_<{O6AsxUolExzpDb|5!_YoQlKQvcIeOc6ynq
zYC2eCo}T6`<+;JfXhHZ5gJ*e|Z9#hP0I#1tf<m-#);&GXRtEQr(vDA15GQe$b5z?;
zu>e=sk#SjzW_*LP@3JoIIC@EgtLvEzv%v?BSH%0t)>F5qKi#w2eo_6g;HEQP#$ra_
zDcgc|+k#e0ON0HH=T`NWFhWN@&jR_8M)sS5mRUl~41nPgtBLDEEAoY-yTXM&JMEta
zo6U9}73=TH%N~r&L&M6n`pJxZ7!XyK&V^j@ee1FBF|?fVB<l0BFWZwYFn8_eR*RD7
z1xj1u?Gql~#dyPwzSQ(+L2o>M_T1fq!~VQP*uVfbr4b;M_KW6y?$XqqkA2cAYEgo>
z-#s@f`)8sB1|Lq#<xEs>l)shr$|gz&L)iKtq$>ZKVCy?mhLza`x1+MB|LS{OHE<rw
z69pdItJQ55C94$d&1zLq)E>@Wdnh4Wz*;S7twOf1w#3%1^$RNrlAnxNym^*M2nEJy
zt`GWA@v>!x1xh6)?=?>~zJ3#M5M)Vr4ogrPed<Xs7XJCS;Za+V3CCmO&OXs8NL({d
zwNt<Ftu=>~E*_=-0P6xB=5K>Kn=S3j+t(W&djxn)91Sca6sKI#csT)0Kqs9I{czAn
zrk5ywbEoX`J}R7#CSCL@9{&%G2X7JhgfbCo1Xm8$CmHn1lP<5yUq2ID)Xs}x`dV$B
zO3vZYN#BUM=gx%X%DM7Wd$gjLDyJ<CBq)h3zADVmuT{v*1}kT$pSw#h%H+?sKF<v+
zY<&D&=EsXSAMAI{0-LSh*1WA26{#vWnQB=Zp)sI^%|OYv)Gg38Y+XKgyhmn4_zLYK
zBxqc7PFg~4X`YUZa5ho?X|$L86L^w~VCdHG?|eTw5dB=tE(c+k7f5|7v>trSNhq;_
zIYJZQz;YoCx*%E^@>FZeb(@^VYi-ZUFGGDcs!jBR0!`fb27|)?0}L$gdgP%rsYgu+
zs*g5c&TW8I+fEOvaF_>WIpiYR`m_22^2#1=e9BYA$uh4wAFdhcHi?wR$$qKr{~2a4
zpI-TLTeb6hDzGB*oGxNqwe-95<k1pilTK}D!=jpL1PC?=`DV;A=3tIJfkv%ruluT%
zfLL!9<<&fl(G=DZ^xn!TZzycJ?sL6)aOM=PL{=?9cXO)*aR+kb7~MO2B?^AjVse;8
z;-@es%M9F+5XNB6hMB~Mla7C|>W(jfo^W!v(oxfz8LKilAfYeuuJL%U?xagRezfOA
zBte^))~(pMgNNw6opa%X`m?2OqBMon!h3iFh6V;M5fqn$=C>Suu)Ko|f8aKH4Oow4
z1#UXBl}-0K9gZt2h|zD9<iDf15EdT>0X~9XGNJkn`F~<$-JH=xsB)_F>8h>LPn3kn
zaB^c=l=dDE9P=weuX$qMJKl3;Up=ewV!+3U7E7IHW88qmy!@r(ZicTYcW*tWfVpt}
z&Y2F<U-;6u9+4J+jnI~iH$|N$R6Aq97rSthD<=cN)U_tS^N2+IW2H=#I~Nza1*)h;
z)AAFU0VlEf$!Zszx_$OFKA)e9PygZ);p3)k50J%@fi_rmY9%%=BWx#OxE-eYE26(e
zsukh<M=l^}A(Gk6S&^A&+7$VLuJKUBr*{wQl79;GILj15Q~8P;<5H+|;<_U5r8w&U
zCe}Z|pW(RFWlmW~2z|wR;zGq@eT;8-tm=6xAe7}0!8qY21NaZ%h5+yh(s1^t+D7%B
z%H`rZWpBmMWQwTg#jb=g45C-vfZQi@j-$MGYgF}lkLvJF#QAA{oN?;iZb6XiK%h8~
zy9Ln~Eh}^o)8BNa%?`of=eKfk?;tAJW%v^H%{Lh%t|`tixik<Y6ZOTjBbL?_q!BR}
zubO0hcuFDyKr2LFOzzp7uG@Z`kdHr!ZwbSRBrQ=Z-bzGVga4zm)S(uojtksgsFr~7
z`z&WiN=TC|C>zTYs6ykCEF(v2{7VI2M3<<DT$p!~BeXQhaKij8dlZI<BOMh8?B90`
z+ItD?h&~cGB>HvtULaNo2V&$>JB64Wije+5*+53I$pgr4z}@`3{@T`bFazT{|9k9i
za{kpEDq<GC495T=KB`HlyRqT6u?k~5j&hv4>0b!#WDV!VcZdL_35w18Znm!?5TYF;
zOJ5re_bY+`KY?!LFK`R}3lRA1w>Gm1iGC;T=jaPh#tjc(d#Mu)QU={8XJ_WTVHxB-
z#Uj-tDF*rvn%Uud3F<+P00p%Hgj#D{P&2b%SABm%C|Od4WO@lEK+_xq(HNQ!$I%{k
zOFm);Fb}Td(!Xx02r@%}JE6O<EGGfIS-ES=C}e&X(%F665d<`PBw`M0>87d`{EdpL
z3a@&~xco#zBVWrXBtFs-!f$#Tk5k9U`A}D)DXZV_xuOBfr7zeIpJ?O|`wBZS+I^2t
z-uC(`GP_(m`Q7t!ih!|~*`ZnrEWG)R{4$7VRV)TE>2dw~+rbjKOe}40O4-%l2VBP>
zxiRaq57X~bqRHPIZy8KkABx59v(#!Mw0M!-tu#iWTCUH!`GW2Nb7Op@WKwmS*&}Ot
zIiGSsURpgxF<B8N%Ch*8+8os=r`u`o6w@BH?0kBEP1nWhbMSrs$Qx6yZUuoN>E0B$
zJ_Ot<0ggNwdh>KRS;ZNlYrL|{h*l=v9fe^}7mv~(y{d5k_4t+Ow8w2G4gv5Du#twT
zMbE81$aC!&^#Q*D&0lt(8;{;pK6{mAY))@DDW-3r`3DC!$f%h*in$r-7Uvk3^~C<)
zuiZ8Z`#5mvk>dP*`j;kcZfa(d&u!3CwLk4Rt&-0*n40jPSd^HxRP3#QHX^GlB{eO5
zOE>%>1X?%7UpPLOcPMS%1ygDl{gS=OWPbwHL9GbSlxW3k-}RF@z0RJ+A6pMj9ZNiJ
zOm5{`br|LX>h4KuG$$)N2lXf~u%wOEl1~}5=a$@7LC?d;6mT8wd^|CAm#2`K&+!os
z%?ZQX1Uf74QE%Of%_IKcCe(j`U$Km-6;Dg=cw1||z`f}#EVBNFEU$oKw^hFN`Us2i
z8=C)}s-h<9%PT#nUzA&jUb`oyQk^OOY*Oer{dHW<%gbzeX2^uX@@sT+M?1=f8wC<0
z+uzDZDk0GG6_Kd`?aPRC90Qv{3Nw*D=XsGO7M(fzWIIZG0(<_r`H5>qrCF7hPRt*?
z)#z`saFea|UxOzPe(AjWVSP5O_txfTLNG(Frl?y!RG8&uE&-s}2yF)GTcm>WwtQ>5
ze+#^glf1Fy^k%k5QmtfK_O>Ah?#|B_4BbRF^9i_UZx-s7Q-c-*14=G7Kvs32SA@LT
zx=JVeh`n<|qkGhr3r*YYuOEv#kM33&cRu~8SofrHI5sri$x$U);iT(*O!N!Wf8EjV
zllhZ$MhPhA37Kq!97S7{zvqnYpENbz*~?Du{Jj77OzCuC;FXCZIR30ACUmT}$={UE
zWtcIb0dzLcMR1`tSuEON1)qNT)S5BVFbj;{eG?DIEu5-n@YyZ>;mLAxWbGbDoX3YJ
z|DT%!?UDmHe?l%T0uIAn_?VcoXCdv9X%|=Q2N_$@q%3LfB@%xUC6da|T?-92@@t~_
zqYeRSl}_ALG)p2EF1I~TCQd<`{*b3$Rv(UEpddCLu?Ij@6L;gRcjF1<2-}lde-tJ=
zWc@~k$IYg?s^W?OOiz`=&+0F7fm;yF76QWg(#T#Dq${xa(ixOL_ecir7ZBFW!=kQF
z1w7xfl7G_`Qyv4IpxMf9)(06_!t<;KkRau4d4W6M_V{PLzf|3>_zw{1QdK5Uax)S&
z92|CaJ!e9naU)&ECPUd;;%(dahMg@APkvDe!K<O7Gzd)$$RnGBP2;-gzp!RD0hRDo
z9)>X6TVFB-C|KinN5Lsf?jSK$Q8Obr*P;@zSOTrjScOxup`xBe=dHOUJ~vlP;!Kw=
zd7k(7{NVT08_mh)09mF4lQMNOu3T9Nn10S5;47h5?R&FaqCYe6b}6dcZUJ<rB?*Ku
z#()a`XCG%dbn0cdFDWUh?N_%teB0J)u@L5EGrTSGXF>zz44{4}oP1{R0hvw(fS<=M
z3eXuUH3w#oEZwW?%Flwcf)BtQr6*0WEPoMh5?Do$hegWr)x`BHuS@*Pdk$(DcG|zB
zHx*!nsvBu!)J4Go@17QmtvB2pAdZs}{1`)1<Tdn)py_Apqx7cXdP_r9wNm$Q!JSVl
z%cqJxRwiBOTJiy)##ENE1C;CTi_gEwW306|I5wvqM2c3ITNJk?1VdeWjuuQuZGz#|
zjZl!KS3qMi=Z&*S6XNaP{1%sd>)t)}eOmbk?=xS0Nq?KEPF2?z#2FsD;R9s%LqrwS
zA(YdpU;6wX<%p(4Qb{dX@JS9JpwgxKVK7e5d`nnsrK)-A`HSCI91Iui-#jZxD&Dqf
z!rx$iRXioG$><%=qzM$g1bq&*D9g^h1JY^S;Lcm}TXx2-u#K}Z=nkR_hVzdbVih`m
zD*7{zJ@Iyo=bi6H1B=SA%@a~FQqDj;nG&A73VMb@0Mkes?Mo*6fD@vB>Lns^jFdje
zBjadXNA;7gx8jFsU4HP4wRf+;X$Tz^%VsQZ9Q!-o_Cjofyie-VN}W`tv2wiW07p#w
z$$q|bH*anRU4k4;ZpBxU^)PKMFo>BM?;OCh<W75<sR_3c1hJaT$mGebkO<WCegMfw
zVF;#dgZ-<^ib?-Dh);VbG2ftx+H+G*l0blo`i-w;3P012e@TbLDL|QB`Di%D{*Ka0
zDq1*e41Mys6sdWZ)tW8<&IA(KJsMArf6=th$3T>OTI0R5P_y}NvOY-K1UlM2csG%^
zXEbkkKX#7S4W93K!k(Nd4IF0!@%;zDzQxI*CJ<nCO=g=@Xh;hV61}oKZWd$u&8hJx
zO*@Z};#rkuKxiyNZ;EI1cQ`)vcr}DmRwQbZd)}jQZDTlW07wh^r@Ff?M-5GoDX7hk
zU61;+KQd0vvB$|f|0{60Gk%wd=YPrfDer8Eym?XT#PCR_ohIm~ay-6pjk=vd%fSbf
z37(Cw8Q_|Sq}2I8pWXNH$qdez6UA7M9zuKQr&SqgH_YfSJ(|J|?w%HOr>^QwuCz#k
zpgpsly*^>HPWcZklxOWO*XW9ydwU)N!;RYWVY}psdNdcWn3q1_>x&Hxjh=F4hXBV`
zBAqqV))ckqgxd3liL8??T<s7&>b@F94N3lF#tO)-Cwdgo3HihM540aHch!XtuIRZS
zW=F?q1P-ZwoJ?%{PBIg6d0*hTb=4M%?kVV2?q9infTZaoD96#nQWNFcD_6O%#!=HC
zX{8LB8Qk@X5KXPCyY{EM$vwEDp`t+dL^a)IQ|=Z93EsN^Q`UWN*5kRtudSczn?hA<
zTUr`28Q0*N!?IL!tt?v%qI-b?Cj3N2gI4OBn{nCFG_+sB&j&PRX!mow&-h7ee|R@z
z*!?0%b4LATKCUdg{`y(~SIDFG_zMOW%4w4$E0_+puwb&7wnjOS^V!2RzKydM`MY?4
zM*lK$o+E_j^|XWIoAwwV!eMH%Zj*U1Po+^ifyo|%Cjgh1+kyuHE}fewOGO<-ChrDy
zbnz1X!vRPd4`kM|ziE?3yF&sT#XPq%O0%#uA+qJWrl^o<oRJsjJRutxJ}%dj%zp7}
zvXlBwX(1>z1Am)F?sz~$7<#`BQ%xCh^E|}gG|HdayNd>01dIN9a--*Zxa&{q;eI`n
ze?pPJ{8CTJ;#s}<Iu#0Nvaae$OY15~{ozJf!w|J|aGcA()|bvR{&0Ypdz}rV<z+Eu
zXr>+}_JF1BJyO&9mMOj6qB&xVe>5*1wUW%pqcHjhjUw$=9fri8krUKS(reC;)jj}0
z(*`G#$)8pjdLs%SKOC^7g7p>_^U0=Wfz9snY52cX`jxFQ6(ba6C~f$H>7ChPBn=W`
z_%&Z95}YnjoDCyCVlZv3mkw!X=3Y~Zf#=B}9R#q_#&7BBk)K@Pu+4V75k{dMAcxva
zD5lj(B-v#IVuqV~_c=L#Y<S(=^Nu@dN_ViIqv*QS7vcQ)25HCGcSIP!Gvl~8GrH4C
zGg_m@qOm4^r#IIlK8y{#C;nmYw<wnX)M+;@4{R!vZ+_UkXf9cQV*Xgf4s;#cC}{le
zv()N`ZZdu1YtTGuX^u11|0Teme&td;du}rF;ZEblUg*E^m3i|g#=ZL^Jk||CJPAD?
z&<6i-M%#}Q8irw+zFZRe=B!U?pK=u5Vj;cSdy!-P*-BD-qj?%x>{)k>DBgyGC*BvM
z&*jL}kU2}42<}RX7EqEH^bnIz5BjF+^o;nr{7%K0S$TO)#oX%(_?s8iZ@(&SsnKSx
zF?^Sy`mRjhH}_|}SCHN=f<@7Ky{L5%s;RH}Yx}gytET?}i>OV<WB2M@hx=GMu=y=(
z48xneCz5=|H>aW)PH*jZtugjUJo>$i-2PaJJs1g=KvY)$6|#QtJkqMs)_5u>G3wCi
zctk*p&tK5x&A;Cf4CjVaE#7~C(&Adl@&bhyHZMIFgK~oDo4oFd2_)*5{YcoB7u<b5
zjTKWPynb$$-LgJ%cWGqDJ!|B}i=U!Gp2skVnXd4YnUTYzf3A7jr5qIoRw<tU0X|pu
zi%vkdXdQJAT;EEqo_4Y~O+3K7Qp1y(9J!3uv_B~*L}pBsy)ZfYsx4bFVT2<6+Lg(b
zb#PNpKjR|v61;*_9^Xt8%6-T<KiNveM3ki%^gprcdwmm9bnmiwlb!j|y`uuj8(WoS
zG)FJ0Aw^5WS*o|=gS`E`wPWO>lqw|;*dzj@-u}<1TKf5WWB#PYn7g#HZesJ<cy0C>
zu{v1Q%kd_QVY&A$58J{LJU+n8@^cooO{U+HM>^>k%Ij`X6W1#W*lM|NB5}_$*3!z%
z$@-Eu*@h{v_aRyJkHzSAv`W#zyYeZX;mpR!8yILxcV4>?;<I7RQ$3WupxS*M*M@4C
zmoWUJHsu~DuO+HvT3pc5LM=Jhx@`*_OG<zM$ct;tJB`UmJ8B8tkB)1M+AR($xL^}W
zNijDcU7AeJV+_~lOdeP<fNKKJ@h<H{&G~K;BI)9H8C%n)yf6Ac-eg022HzBs@szje
ze0sMq<%QTWyV=N@QRTP0s@Jt%mV0bjU}9cnMiiW$oT=Qn>HaD#V}&?2GYL8Wb>LQh
zds@}mdTPD6R-mn_Udsks<soNlZBkP9Qqap{$h6Lp7ML6(#7k@HjE$$OSKj+89Zd{m
zom_DMl0hdVR^?|yJCuo^I`^u(e;Byd>RX#!HM^|L_KNOs>iqkI8wp>pKUGBx=gOwT
zu6(6dy$F<78?+5^!d4@$R>L7@1n!pRsk=6;)iQr{DE8)*DATEJ`6#c?HzMh*$^)i4
zbY5-!mcIdJ`S88^LEAH;#S4p-hHbrywcGPl0rk4q?G|6aFO7jOWX)aWWC#s3`gZ>8
z-g%DFTH=@-QOQr2a)k@hG;R9IbE<Jz<DOM@u^IWVf~G}^o%S_Ge%Qnz&f!yIv{T0W
z%R$?byNOe)v*7FU3$vfBjI*sOId92FjDLh$y%&~9#(*F>f<hCarU!Z5cTBP}eEwZG
zwgNCI8hrn;Md4(9d0ou^+X$1?5xAgD&gOmU{d*hD5Tm~D7Y6A*l>rAmHw&HhXkACD
z4Th#Q3?rek8RH(g*^e5JM{^Z=#+CEZZ+_}4ilq`J|B2t0Gab4hzTW=Xa$5Pw+FGgf
zi|6g<W*`3pJf6AEqV}S<I`(>4`4r>e2-(*1ll1)3smE34x9{DhrW@~9Tu4q#n@#-H
zF1TYwF>!QzAjbc&y|31*0dHVM=7_1dZFBec+)<(0+p8v9k6DRj6EZp#pDjEa9*&h$
zzhPHGJgcj}8swD8_c05z$WCySpJ4?>wQlBEWFh&JK1YkT0WEWUI_d7nmTSbCr`H(a
zEbw<PvXd&xgMRg=x#r{dGdlS<n!<7~<DH?F;&vl_y))$phttq<@Z%5qcZXZU68EHz
zf&zCX-{2iiyQ(IGd|#7^ReBPh$^L<3H{&3NH+E-aQwp&B1`bt;=3BLbn%6|D{i=N*
zyOah}o)>!_wb>IYCq3JOVc^P=;u30dzdG0W^CWWvEhNSu8K7NjAX^R%dDxIZORHyH
zwx$v<6geb!@W~fRMdhPdb`NqHy9f{<fBj(IaVhqg;N$i0PKLAPD+PU7&sb>HR&3Lb
zs(8m&*?$>dt}j|mZ_0RE5_0_W*_eA=|KzJZv&+;tB-lnpOz>_Q=fAsMDSYy%*}^BM
zT%1AS3p<^&b1(7)nF}9FVnr-yH-%%C9J^(eZJ6f=1{isuv3R!fvA;XXt*8~|eKu1h
zk~db!hf1z+Y3Yi)S#@v9|NO#6>Gn;B(t~fG`koA)IpP|O#>V%M%svPaC%@<E_x4TK
zulDW6+rY@XDnC-UzOzV>jg`s;cN{D%IOdo?n{(L)e0!>xfU~jX*D<&YwrE*X_fl^>
z5xJnBeDx<<Kd>mb6ZOF$R<l@s-Ph9N<Lg^^=Pm~uKBfm1L<29F7OLi@s<G%TwzJ_q
zp&~WG!wgbK)T_L(dArxMH*6~T?uC^1if+Y^OMH{lG5UIo<28LtXOfK;G*g2U!{=Uv
z63_`yeQ)&I{fgCvkh?*4wb;Vqn||{Ls#k6^J+P>Pu(*<{#R8EC7g3Mz%9hO>ErRzi
zGd-AD^U)eOoSYEtzG&5_xAgm`iG=8V<G>3$IQ%W{T#Wd$Z+H7(8CAYyuu*CDTdunD
zad3fefr+4Ia3fgDTAMTH%ps&Apc_*DTUjzkXl0YL`F1mZfQdxEsG)5NRaNh6b-To>
z#77_H3Ts)TjcUr)<d$ppc3BA4_O}NB>E>9T#Iy4t_7sNJ$sbhTD+-K!7Gml4-{Rn?
zcJ4weRGQ{?^EArM7;WQf+^^?0O7m8MH4JoFNcA=s_GQz~m*vDzM3K;jR{ckyrxM~g
z4@T{nKhG_*xm#P%t^G-}YT>EfX1O6T+BD93-m!&!%YsUC{cC$cup=(AGXfj255c;4
zpy$aF-uOB8AeczuYT>;jUz>|?#edDm7mq!E#HsV9(q%@~&vVA;USRZP^22gRHSi(7
zq~&^B0ZW_hq!{`-4TZdaoxr%;nK@4{b7R_4aFCobFv>NH3mGE`U+B2i`FXNyacsAA
zJ}D#@;F`}v4cF}FYiD9R=cObMzL~U~TJ+9MlC9J&fR`6O%Kz0UH_23cu*h7w>3^96
zO?mYEk0?1krS`#fC!D@-x`Dt$yQ2HIEkP|wJ%%HM>F>P;XQf!dXP@UKnkJ1|bL1y1
z5(MEO5ST`kKQX5JXBd;0uvCcatbrUzlH=|1J5hmmigyPFBJUcOm^0nhxtDPCMQ@6Y
zuOyBCvIPB2(W<Y;s>&|ku+*Y?j+Op(n_+mhx3C^^B_NoNk&6%}Er(#X<L1@O-^*x-
zs7FY_phmo!^*qr0uk7J|X*(C;J8Gzfz!d=XM;yQmSOJVE_UcROBPqtiJ5TbVEbrUx
zTtnHN<UEFjJczo1%-xFhbscLA>oNIQ7w2&I1(Gu;Q(W60l-tsnL|LA743dT0(^Hw6
zWB}**TzyAr=v7N-0<V3<|0C&K{F(0m|3A!ZIc_V5%V}mNO3Z2_$H`%nLrLXAVq7HV
zc;(QX4`t11M$rgG($#@Jb1JlHPUTQYLUW8#&gE3}dw*}ge_^-xUhmiY`FuR?ci7G^
zAwlTaHMMQ5ED{5eWy;D$?L|X{n<H@1G0+hcWt+REz}T9RnM)Ohph~7k+H<73N)Z?#
zsR=m;PL5raNayr8MH3oZqncwjWE<Bpg{u6{W}ELs%t{){FBL<j&KsjPJ2rSJMpRU;
z3B&vduGwvd4_-;j^naHLw>a~|01`DNK<GCvM#7Qi+VbOF`5MqgAvgfn8W}hmVtI>@
zxdjOa(=ERrA>DzcNW9IuPh#QeHoY%cU^FP%3@AgZUt%E~97=#HHCv)7Sssm7LO8xO
zS=nS#3B|k~Pi40v6xA9{XBI0{H^xP&21HiStt8YEg#eTo;$cPEz_;B>T$=-%o!nF(
zHzyTVPpI2ez4t9vvrkh6jkdN{>>+n4f7ffyTI5AGF5-QDHur2PJ9V8X(xlSxG0CxD
zN?}*d15{d0AaXfw(L^Bp1(Jor*o8@cbnoTS0XhZWCU2IU3q$6K<is@n_Vq(s0$cmk
z8oBUAVrRquM)uSaA3FS3Fa7x(yh(LVs(;%p2Tb$Lx-P|LNi2{tV%S*~_l?X#U|?a_
zKqaf9W*~b`#Lj(ds1E&799y}4nK_>!v}?`)`rw_^a7CO7Qak>sp|vH4o<IjgU}GcQ
zSd0J6D&Rh;MUzEI@tLt3xg;^AlKLsj6uL;5WvWm1`rM{wh?;M!^G|>Q_k-V|w;q-z
zfo&5^)F)o;2<YvJZSuW@U2~3=pn}%pD9nrL!r+9ark8=J1W~Xjx%W{>h-`ck3ug@G
zHG3IZ!HtqMahYB;<pgiR$ckt<j-J{i3>Rx%4dSUNdn*FF9+eJT6F8Bxa=-J7M6d{b
zqp{vPqj3tFyBuqr45rev<`tG?#dGR@M>BZ%dQfAx%8^+rdK1L{S)=-^=VBU$qfRs_
zeZ^xnLWa}O;Yuyjn(`aXB1DL{qP*!LF^QJ4LPZX5@5P+d9XKI{J{^f4eb<P!%S1>`
zfM*uS$>FtibKVXsX<~$A^e{%1(QP(uZTAw?Oxu!;>+>76tf}Ko*-hc<gJr_}R|8e=
zT{|Mx#VK9L>LaB@0XQhhhm#1s##-Ea=EP1na}^aXrr0bNp@%n7>73oyk!Vs3qQxj}
zCjWlN|2abYJ%YAboQI<TBfORTmQs5y#KE#JRM}ng`g#nY^3-eID!w!878Zg>GQJv#
zM&M)QanpPX3yYf*fBLe}cmf=jX0(R(>yU`4ZCM;0V+qE>htH`52GNFcUAPC!$>?q!
z7piOwzGfOf9br>3j))#js7L!*VULiA%Pn2FTs*CTou*m#wRx%Xf17IF_iZa}%Ll4%
zAgTs1*b6jEje-0EwX##2+k&p?$Id!|&tKR-`s_YevY>i$aN?r<*uobr4g2fL+4t6-
z-(h*HBx#nAajho2+B^$U@#im8Y|iOE)KNY0qu=P&Vs1s_z)(8W5QIu8b8?|jGE$)I
zFfO|8AMp!f?KfTr1eRFK-8%j5z0be@ZJyJ-{}tmjsr)xv_5LKqP^3M>h`+%Y%g#B`
zmtWU&LoJ}(#^W+*AD2+@!17MjU+RWuH4JC8ba7h9_LW)PeVZeX2CwK0c<H$3o~mqB
zF8bor1}cDxgp}RfN!jt-eQz3(7WkL!kq<$2uoJK!UtJzNc;sfzq2yMAISO81cZc&_
zD4Nw|lCJ9cQ$yS*l)=C5-J>0OuV)rKNdD<{di(r&_b(zB4!Kx@MLrBD`Ect$O8+%)
z@OG_4`FK>RLrya!kzWLJ3H<1gs~Yb+ccop|wIaRx!+~`pZbAB?8}Hu_op&`pe{QWb
z{&T_enbKz0V37Lr{Bq68gJh@`0+Cj!p@BDD41aYq_S>s8bZcex*@Zgh<40kQ(|f0i
zMCv&TCunFN>3a`y#a}c2*1D{FHX9?195u9fC_SwW;-6^^6$|$bYG>dKLw&<Tp!GC-
z{3^%4!`~O9!h|MlbTK<4HAM$Oqd2tDDVPyUbkfe-;-E>YPunIM4}lp8UwPYQaO`BP
zI|6tnief$pQkSvGN}96YxH~4)haG=kwpA<1+v5-D;rXA=tLDGuRTq=-To6%c!jR9H
zwg4c8VQEoMxn_GuBR6Od2bYn5KsIlwd!fml@}s}pz4yLz9Ix%|9dBH;xa9K(l#rbu
z7y92BWa%ydFt=@!{jfGu`qlK_e+#MaJrX1CrBu2Oi=)r%%NtA79Trj2v9d({6zLeg
z{`+;#-W%sXAZ|vt+TRu>%epU@HA51o<6MqK8j3&D4n#S4MT&KCDK-6HO>6)AwhwZr
zbl|?r^|Kc&&p0I6lfE=~+~2=n%sZ9NsGl<Byg{)BpIkmDlv_JhQOLS|E+s(oeZ*-4
z%FN&In_ixOFA{j<hOSZCpi2S3o+*?$uF;-kYwmin0!5a%QtTV^5m~i%T~EV)NEi8N
z;UID|s?F2N^D9`EqWk02@jUCH!-e<(0QTMdwfek<>yXCrvruuJ%eOxN+i*x#_X_G?
z^7)>dc}eUEn!y8izZAdT`H&A|eNsqM<dPvMr;F;H>Fy_e@4Cm<>I9Uf1-Q#@<lh^*
z>uO(MtYu3n!W8#bg(KmGtur8+T(}V~&N5pOU&tmlBy&?~3?oFiAZqtpR}b8LZZ+YZ
zZ}Cdn$-3Gwr#<O3FJ56GN3h>8w5SpNX{H9RO^-%+^5k(f+T(uAcp3eP^hsfu_lUL3
zFG)K6P@2YEICg9{T9fPMxnU4vxdZ~d4O!QsnH+0om{@8`Kqx&g0`xM1>J0U?R7mFb
z0l|R#mPl5c9FNE5(3a<T);)_8*Fl9?2mXcvXtG;0Kz_3TZ%)kV>zq(?l^I7zag-VL
zJW;GZr?>A_nx;v4P@Ve$xA>frTN(#k1+PMn)!_Y(r`&b_SJcHmSzI!F-@;Bkt19wZ
zVQ>6jZ*R0RDymO?HH3YucnB-__e!3OYg>0Xs62?aq~P1qLFpiN?5&9u)yxEZe&YAw
ztuFNZnNj)z<YA%iSG>r^@iML1DxK4?SWtPqu5{y&W_r$4smg75(ti~X?mmdPU0rGT
zYu`bSAO=bCEJM=%WvnFWp!;#xyb2a!b{T%D^S4bBcSJdS4A_-c&SjaEINOI;zSp{Q
zUqzzgEO+1iqIS7`s#ecauC}?3l{gx|J$}RJ-s8u&R04<e8g9Gi&IADo+Uekm2fF(U
z#Kll;$zbbMA9!u*INggRwqOmy^vrfoCPAAOl`^HGCALP~JXb2DdwM$)O%kFV*vJGa
zdXb`nIheX4<2_<?LvB@}<$E+5Vfu@~RDH_B1_btBf`rn&KB|pNfO8{4q;~O1{^B)6
z?R0j8cI#LIjx$C@g{7enOD`uIh8JZ@dTfOs+#xYlyqrsFXl%xmTi5qsKVIu@ReMX>
ziWl9oE`xh0K4*qLE+dytG`qXXOwLph<doM;ji=a}W(uakvJ1whkhxh0)@WQ0Jj24n
zYgU2lmXR#KsE}FA>0uV-YcQ>UiN>i*D0bI2`>j-|&izvDnETXK*PDTjITe~{T*L?B
z7_&)Id#8E$-)M&|Zf6{M#XAjs26H8PB%>qxx3vgYd8GzIFh3l%Q4EwWkVyzrW!3v4
zfKRyw0_ucoV`q%NhZbkAw{8?!X$8XsdC>1PP2x`Wy9ANlB%vjElc)aMwLi5jRgp_J
z>mWB<lTfhk(a(&c)M5ue2e0kk$&wtXRZ&0H0nQ>~!<7)?i?4cl^7Y=JaEzS)>ik4H
zVFd02K|wog<}Y#hFJ*o)yM#yl`lLE6lfeQdK){n1a+o;LoiS?JJo-T_ov_@pV%?KO
z=#Wz3GjTKEF^IPca|`Ef8j#Kc{Rf&eaBKisE3F0zG{mphe?)Ogc<sBtDM`B!NSt&s
zf!pI5Zv<!x-KV8yrLXD3QId}HNqcgZnel#1$xs73=!sHIIqG^$qlMR7J&+`4i@2wN
z@)Qq&3fEOoxbalgyBpXKee@866&#%b5t)F4qa-xHLaiM)xpNk31BudAKChb0ch^TI
zKIevk>OW2jH^#@>lL<t)5yJT;$S}fD;I&E*wlG@+Ou;mT<?ZEhKbjD4s@M;(^v8;r
zo5+|ulBt12hLGC%G8_zVh~#s<K5!jE!!RlV4M2&Q&QrZ>-5*?tjAS5}1<oNG9M&b{
zW?&WK6QcFAnU9PNlL?j~rbwg;;^2#LV)JHWLuPxUm5KvNwSH7zsE3ztUdD_O)lWv(
zJ6@aJsxcMo<ZzOtYaxe;*tU%+*+`)B|7ntTskX4t3aYl+sLI1Q{t6*rHl|YL{E{_W
zU&$+;!Wrj))DA3J%m*nc)nqhVXE3IEMrDJQ1YS5X0#eS-Ps1YyGad?o)h*GxOy;9&
zM=1zGuC<ds!5lUMz}_9Uu(L4Yx*@)#(NM$y6>r@Wf+86>Q1?!yg5slBOz1@tf#cng
zL9>o?Gx0l5F%yl=-Wm#bCc7uXn=f`NkEg`Il$Ca3Ox#i9mJ_BLD)Ss;=VkLJ)s+ng
z49=e?1GBI+X0@{c%jZ;LY)9Gd<ZJc;gxY5@?8H%ib2KrPm4R>d&NeUEv1xf07O7gX
zi46Xt@}@g$L6UxIaNpmLPaV2ioL2d;O8oWPa@gha{`mvyl=m0@sVjKidgMtad)`m-
z#S^y=H}Z^Dotl^(d$%7zZW-OIvG3jd7j}N<F>Bz};ii3T!(jblhhMfwLZD5AQS7@*
zIbB5vDb<WZ3}3bC2Gf2toMx0xnBISXoF>SBe2DVJ<y@W!a29LnBJn7XjQk#UPym-d
z!f(n<l70&BM378L(!O1(Ay@r}Lwwodoa7ht)K8?kk(}gfphi>%oK2LM3o!(G1I3wr
z$vwv>bQgx6&mXy5H%j==x=#0YYx1Vf!e0xjheR&vXvtt*>fh_Q$&nfqBcSNe-_TkU
zD*X;%g$>1z%52mYn)oq$<Qxk+`}~?BE1x)gyi|0A>QMKlFqf;hk8J;zt20n>Q1!i*
z)Ber68TWJ5m+jx)Ex@E}1!DF;*k5a(K2Y($#>NIYiMmAp(1x2ieVR_QPnk;tUrakb
zArvd;I^}P2ABU7@-yb@}Ub~ypG&eAoY$>l6V<!HrLObWA(v>QA+MMT!p69tUA>0b1
z(J{CD$NPX_c#2dy<^enwJ)U5%4Zsi$rHT}4Auxs1++gwEtzYc#V;k@1WmBL0?@jag
z!@jUty8{ksXUw-F&%V7KH0To&SRjjN_}j*iyx-{{;oR6i`^dT~vC*%cb19L%w#RC|
zI8?XK^?zI|D>{=;*7Z_4=7*&;SzrpS?<QoXzu7U&cKeuk@Uq?Q^3MEoO!PT)A2$gk
zT8%R0{Q>>x5)byGp1sof^2{hNlSa=_hE7~kX1$VVSrk+MU^X{k?QR>p`Tv^{9=D3-
zLhOdW0+ass>V^~c<cIej*xYRYNB3or(_%{AExF@>3@eWvl7@a886+D-5^HKI_GnOZ
zdRSR~_dyBeZ}b(tv!?C#rOv1IBC05bd9SUzgJACaftb7Eo3;C|OZAWyJ=P!3AQX=H
z)rkYLoUn>&ObT>J(H99&_&f!L5|QY^aAxm9h3A+&(&v&w>i~v?ZS%z;G?m9{azNzl
z)j_1$f0&DeMvOa8uos?7ESkA|cXT5<XsSI`xpP1l6-7YtSSjEfgl$Ne!^Dj*{k_0n
zTHw*t6B-tpt%LF8bsNfb#+Ve(x6FozjqJn|YOwE$1!NXWGv@|VG%f(zXsIaYyFLPK
z1pBdk;v~bveS-Q9qy0v$FZQH36t6mJ26^rMl1wpmv$-b7cqAfc)}4ynW^9hIMpjpd
zzwWtpZ!>2<LOy6u-MjT#OjJ-(Uz_JRXY;atUWCNV^W%`gV!L@5>a_2*aHbo-_o-Zb
zl90C?qJ*LtfW&P_L>;?3HgO8AQ-6JY7Tl>21X<QLk%(JDhoC_<%RXxBzQ~$f@<fhB
z!bkPs7K_RIrDwW4Q_oPU<IWA~T)h|rdHA47ExWw6;__dq)_S*ocHVZ2J~?n<-wBG#
zF;&XT=ext~(;r%gCqlB2Q>~>BBlO$it=NBW-T0Oh`2P8fT9$voYmI~C>R9~3nT5aF
zTqpetQf>w6l+xxezqwX&v_Ix75UbDr--C0PN9$<kDj!}x>-^#JfuH@xXV3rrx69Y7
zckkaXf3NdlBKEz4N_czqNtb+AKUU}c-`U&yIhhVsqggc-p2ceJY@#%OLGCp1fSU&S
z!K3`L{h3GQ59XCAc-jq;D}ab)J13~&V7bHiA@O1b_p;MxFX(u5S2)=hXnE&8yq9+q
z=8$9w?z70d^Yp)k+k4d)9|yUod;Rxtp)T~p<>LkPh3ZF-|EqQ{z6wZzT`L>EWgi6S
z>>G08t2Nr7{<uXdtVn4i1^-F{CA=EyODs~&rYCc=VTB5!;wyI405iL_5nyUcw$ds`
zyv@JsjsONwWP7<ZP<}a#{K*~xf{~?i6%FM1uU&5BS0Y^RHCH0+^C?1I3?NFJ&70+$
z%!It9_X<2j9Y#8)cCyOmw86bIVdQ;ifxDNCpW3XSKT0{HMSz@u<C%8rWt&RvPyA>5
zXptQ+)&4rV^`YQ}X`s|N966@8_fEbsiNr97!HSq<Wj&oc9MB5N3`pN%X@j=wHaWeM
zV?G_rZ<;x0s&}qjnR@LmCTaN<efNQ)W|@-ovoiaZe=r3yxdZmDo=#0J9{?as$Ljxz
zdGZlXDcips?;fH4Qx%_RE$em8=}Bb0<rlSMyXrPihD-Ha2x2t;)yk-Ua;aDIkEax)
zUb{P=xxo+>eN8`-^X6(ucAEUC?E4DPXWwq|cHMTH8j_TDHL6^v0ORa3>{r~Yr*%wH
zdeG(BH6<EK11bj=S=ag7eF&I$>V{tiR3d)k{!X;mJhC#}h^-w|xY&8jnat3Pb!aMD
zhWl~iPsI?2cRF*q;b#_Z5x-RApH#vq7eBezbKS?M-w4y&AZNQqA5q#!iYqdOfA=1h
znx|#0hi-$HU|lJp^&7oOo%G@rZ;uWq>5lN9Vxl&D&1hw}3uSYgqo%W=Vl{9Rvj&O&
z;EV~hfch#T=EOtFas;X6E+tv4t~>jKilUO5_EwZ|><{R>i;<OzC#{gM5<QCUOc?NP
z4km5(mU+DN**&LERKQwqC>5Dlld!J>r=*|8s=gSZ(u4i!Ks0B7l95$00kXO0i_jY#
zH)`Qq2w1g+M8yfXfgOmbsG9vN$sZ-sloZ`%iViJmsd4b0_0m%kw(-hk*W~EYg@q_D
zlnR?!7zGd?hziKshTvSYt|?gSY6g-Wq<XKW-kVZjv4)M}_DE8)#{iN1<JgYlPbcXY
zg<#Jx_YDL-(!>`XKxh<rfoQ@tYchOMKF?1DI9hl5=A1);QtVjW<j6{zvF6LEmb+ul
zOFW~^?EU?;uD-YE=}nNOoOlK&iLLsJ&F$0dW;6tm#Ch<*_743CZ7S{u+f)MzLx6=e
zWyjjx7tog=^sIwWsyLp=!22v|ruZKL8B(1H`!X7QO780MXeh5EIFnF9M_e#)L;h`O
zDO{1@QVH<s`Oy2eQK)FtT;hh}OHfbg0v50WN!rx2Lb}KuGx)7>eyuzXLIot%Cm0=&
zPzGnxEnrVdzDrT8327ds*&H836_E?3(LJ;GR+qx0!eR|&P@J)DIq51R6Yp{`zlp#1
zmcs0Cc3R(hD)=5Evw{w2?kX;vNXiAX6AByAye`xqkf^VMLT*0?hC}V06GkKSfN|<!
z=|={3A=^zo0)M=UMp$?pOKq~-(Dp;-CK2pD=}zR>O^sM)6t{osAcI(8RGXEsU<{O1
zzmj%ne1gs*Dm#&wJ+f7@Yl<j%WG1X9YFP<Eg8L9t$3=1-8?=2izw(uZkda0)0>)!A
zlvp2-hRW)a0||hYKqxcQq5r%@Bxd5P(e6~{+yDfXy?-teLSksg7|FvE=1gA(rb=`~
z0j)L54m}O1UYJyB4QSa!Ni+CYr(}PT96^)<N-{xC@VY1{spUXi@g1J6zsce&(Gb7x
z<V$7^_3t9bXBk#<+4H{P$d>h3V<Y6Epw=hDxI+XV$`ROH_l;R1FCt&&L53m2Nw#{g
zxXKJoWMGb2RTJ>40_p*oUVlI&AP}8`a);HtsOvJB?GcF-h6FpeJiQ`H#hInw!*sm*
z#`YCU`ZXzAhO3+N8>O1sK`r&P3CN!<-y`9z)^Y|2Z4mGGbmBO;*iu17{cuis9dC2R
zqQrpi?hKuXDN<4%b=V^!eTV>R-B@|lc@X1Wlqq}{B;D1Ay7Lx~#J-gc%=O-aybb-K
zPGW1f>eJb;@anklq|r~0*%Ky{7ob++d`<ML5#DlOqj0V>>2(~(L*NO=+J<L#)l3>X
zS?7U8V)DXqLH;ukqDA)vchWYhBz;~8(oECX<T{K`!^SQZqUW&I^J$PRQNc1^p>Sl{
zY)&&Ns!LG`a#o?R6dsrvwy8Eix9LwFzevQ0<!gwIiSFM2(6VHqI6lu%wgf|YsZBd<
zjF*w+#g-Rt91*lQ+k(uSsfftY{;Q_s{P{pih1_#@EqiHlSL_s3hxdZ^(fQ-$YgbRq
zT(ULE-#*=YVQ6@`k`_pNXt~>YDBti}?+rJ~AJAW$%gXhmDLdl<5pyy@ci(>8^{CKF
zA4Xlh0JV2K26eic;&bS#K%-p8p5bv{nD^cIX|eJ>n!8g5SHkM#*#p6Hf8DqK_omK1
zOEoTN{{rkJY}>=Ub|HW*X3-2I8YWOFd6c}+m?m%^2`>ofiQl!0e(LaUATaiSlwo&A
z*`ueql>B?A{@J%p$xlCcSH(N~nf-0u;0yMa{JNoS)wZ`!KQE+Rb`4UcT+-VY4-(2%
z{C@hQqC#ZtxJ7Y+Z<Z)T5S6ObHz{-!xJRLlx&n9V67p8Arc`z~KF>WcG?+_D=l*j@
zqJpFYL5W(>nS;X?P@5ZL9*6XvkB)^S_Kz_Rx=8IU<d*F}0KqUcLH%-Bf`s#&i`yTX
znSCO~|Bfd3yftQU2iCPTT?@*<cU#I%708LdsTL1r515~iw{`lYndw#AeITE9yG3Vc
zfg5jT$wgc|=?y!7(uW*_g)Lm_68n82vvgEwRzicmd(kIIR%a-rIL-9aWke9c5q`>D
zwJa{jrtf3Xq>hd*MXsXo6sppa0oK8Ep$gGh96b!l3Mzet>Tgt1?ZyF56Th&K6{nJE
z2>=nS{gkldI_I}3Y9<NjL^TnGy<qjHtkC;t7?0WJoWn~DfZDxRSN_@O^)5kY{eO3p
z4~#C<k-i-$KlScc0nYo@oqQC;r5jzK{QI@cmDTmR$2~i(H9&;m%+c4F8}1Pv0h<Mb
z9|o?LnCX5szng)cMv1&@eftNr{bl|S=y;tGb7JpCnQ^Kb)j;OM^on_|AK*4IzyLTi
zf!k_b`5%zsy+5F5gTM>#-jtH&8}0R$&*yh%Y5l*QZ=5g@`on}IVh(l{LLRkVVH6R@
zy&V}?fuEP(L?dBxj~DE>j9rb$i_ot(f;HtvPt?7Tl*JzLcWeZL;MW31gF{;f`~aSX
zg7RcKJcz7RY9fN2?7)Y|T|?`$G@Ecn%#2zBHu8?x2%8|!p)`$<7F%k7Q?a(NW!AFg
zi6wi^t_U6m^@|!EX{nti5t$U#wpH^<=Lj6!&?Y%&TCs?Loz1G~Qe=7<;;|p5pwOla
zj)RAfp&@CU?#FK9dYHX{!?QLZ1C-Wr<WGUe$SAb2F1Z%tE2WrBSOoX8O2cd(CqI|V
zdLcbc-^krZR-XPOkP9&|iB5vhkV3$FTZkK#sBa^qoamCa9q%kU37D?>=?;hQ*1zoK
zdijR1oGH<82&Hz!H%!(r!f!M(P!Jy%ECrtdXF9K-|A0KareCFkGFE&Ey_<@-kvYIJ
z5agu~#J|10FShcECW*!<PvPK95T|!@Oe6*D*S(7M-qlA6{b*2j=sHC>k;UlUAed?>
z+Z|p%v?Fe3zf&?eaq8I7buC>3vnaIa1=#Lv|H&?qeJMAK?X2dUJSyjoTVEbM9lHGb
zpCcN98hV$d|K**y#+R)C-7NWALh7Y-nqKxHT!y@oLfzb8Y-)r=SY*fYYtP}wN_;yv
z`yZXR47E<)b<e!T5p}J1-YY80BdOi9e5^|wiOKv`svU1Qb2B#!*YPRv<Ud2z4IVDJ
z)AD%*<${Ch8iA+w*$)JlmF=^4Sl(Z+&8tV!Ju}3<!RNEz_cn7oY8`hb9H1Ad?kB6>
z>9`!*mrz6!H<VvEz3(4yME%sWv(o>rMxt`9<;X6M8AjVx|K{Pb{s6fdY;is9AlA@-
zT1fSe&|`B|V5n*7@32~4E<j}K%zE5rj01_pSLDd2n#34S6+0%gLxvlf86!{uWx7qi
zO^-7oW>VODjfgKyiEi2`LWDWy1TBwvByF@XAbw*$LGh?@$3}lWG(d8mQLUwhNYA99
z1hjBv$$&2e7LkDG(UrzaXXFd{j61(RQtB;NO)f@`^bgW{G8V&e602$-P-2AU*K*E3
zM@eh?#fmSz399-i;hZeHNQud5&s_8o#J8+sZ06qOlo|JFUFsHs*aTE}hCCnL)_KVa
zz8v^+cz#4hMN|`ICo|^GgR7xR`z&$TBaV&dx$ct}&9Nh3yYTRsY^CKpyzS-q<f1%3
zq256&i(KtEQCn@J#XxqP*|QMuq)=r~x6&Ey*rd!Py)gZv%uV>>C3ZI4qBN$XZ5S*|
z)uz2ok`=4_{$#iJm!%PNNvR2!OAwIjal7n0VkUcF9%z@OP?I(3X9qFs8$fHWm1G!U
zQSgJ738{^IwmA$GwJ4#T{zJ*6bCR&vD2hK~;GNSpX?vI;oaE=}VU}Ru{U!)lX!~6U
zQHRhrIZ0AaXik~J4re?k;u@XJ`27c@|JoO!+7tU#^&S?B$sUH!jUz%iy;&JeU7~&)
zJa*6>xl}4zYN9zB-&{Nb5W)=uz#derh*C{0LeH1QXZre<q8+obdlqUk9sV5?4olD^
zL&#yehIoxb2yHCnqq%G$>y?rcoW3Eiu*@PTyUhYN-7b(5Ml49=doXp9Jf*^JUR;6<
zgtyE`B7mJO?6=6M<5Ptk-`aIht8kvzAK^F`L8#Zlu2GsraV42fSVL<b#2ana2g7d4
z_bBmG&0YZfKq|mG@@7s_o#SloU2nB^2gq#Rz!vVSZ__k^z{X<s)X&U9*%&s@?~q#f
z98UydA&QFx(&@{svq)dKX6ql&aHzNB_#cpuKzT8Ka{=8kld{R*L_>)95m+;Qg|RwL
z+qM+LhcCt$rrG}i4aHfaiA*F89p<p|l&h@vDsszV2@;GoI&UEm(3V4$V_LQ}V+FfM
zEMOMS_%u{%1aJwrNMAJC;A6F~`^GBgi6Ggch9RaU_0tyV+3{6KP)Z`#3F@8jGwa%`
zU#7})(zAfkwRz$j+9|U21GlRq#?Wsh8XxH+zeB})A2yP1=<UjMvH%5JixtXGf|sJ<
zx(e&TBQcsaz;yU5fQ?5@Y&VY8rZNP4aK`}t59rWH$(kNGjKbKcO|4bz`1DfPv70Tv
z7(NGEO!0OaNW1)-|7QQ~G5c_h=QJDC)w3k^8Bx2f=V>{sSu7D<3vNjJJ{POok<5j^
z;=Kx7A08i$*FGhh7f{`x?3&g%AP}#Apu<WR*YW|*x0x@$i=`y}Ho1%VxedrnW>i(>
z>B~PBsvh|rwrU}Ym;Pf9zMA<WqM!$Xs&6d}mvpGgDscQO;P~5aPIc(rR{P1AgHfqe
zVuWsiPHuy1i~bKbdudh5yt=;p3GnXZ;b293wTz}c;#xpPk$jVavHBefGBVkWpG{DW
zzWI$y)SCJ>U_|z>u4t3-k;PK}`DiG2*D6D!?op-9@!vn)$DB61z)TQqd}3>bX_a@E
zk$QzHh*k~<6XopSk*_r<r}hE34p8IwMX>TEug<g+qk2Z?OXDsI^>I9HpWRsay4{cv
zy)kXAB&P@BkQxG06X8Y7Pj1eaa>KEt`bn8#ZM>Xq$)NYPhX#M#{X=bZ%#NrsYWtf2
zg5s<OgnIt_^qPf2?B*1tvF~Nq&dg5Gm)M5Omu^<64*bN_@6WMsz5cj<!9(vcS-V<B
zYu~mfz+#VQZ%J=#Z^f=k@4qT5AnF)P+#d3%viXNbvO97)^kAjN(1J|;C&JCj#)|rz
zhc13~$(Iaypq9U7!!U6MT2U<F>^vOD=xr3wNCn$b@}N!V<F+J*F<22Fo<kVxzWHWR
zaQBgY;UG28(xKQZ4ShEFg(33jlG2rk69xrll78&D_XkT>KN{#gY_B;09_U3@Q)2V4
zD8J5q)R50ie_a$||G65KyDx=@+G`BFQ}r<L`HcXN2R=jP!(M^p@CJ`?4O(ORz3M~u
z16FwzY*fl&()6N<gZ~yo{<|J}U7j<O(=*RsuG8*NPkAypxc1Vp#pBJQQM&Q#tIOxA
z%N{p{K7Q`67Jlrn0GHERS8W_&?(c_p?l@HC*vCrzC|ZM5I-hi0mB_!+=kY{`cHr3P
ziL4-ZxAPUxK3lQ&1A^|xw44|JJLxicf^p_@Z2MnPzl-X;NKs>Ax0?zt94F)@51qD<
z3B1Cv>~elprQgT6Nw|N({qNS?Bdl91r3a1VQEB%dQfr>)L4G{H<(fxUxaE?z6!Pg#
zgx{^iyOxm)qT!rAY9!j`+Ga`=;MsW|G`cR|(#$4&EmZ%g{W-+_m;dhV*kak|acACf
zKg(4fj#M?TdPAy_EH`uhmhXD>q5CfS)Zi7#Sn|PB!T08rqpCNmejUH`@9XOSw%&9d
zb1WBWZ@9ZIt#06&_U{wd+h(v{tH%RkiO2u)=~Na!<c>%=SA4<3FY1ZI)JdX$RLTX)
zVT?XRaORlJD^RM_{tMrEFH-Qbqm?s?)`Hj}YGXuY(q8y6?rYn$<7pkzMUm<!Fi-;+
zYBrBjx8r}<Ks%Vp&)owW)gP6>+aQ+lO#hQByBKxQc2v>e>nB0u>+ZKs=>6|R<+)2g
zfUqXRrR3poVa3I=igHOuM?Jm3FP_!8(;ol)0a>&j+GFWwnQrx-D|$_3PPJxlU8y@{
zeWu{Aoe_@=_fsvG?~5HeXnl3(ikA3EO5|WjRkdV7)${N3EcJsPB%FB6(H=zZ1M&AW
zIVT#~5oc^G9=7^?dLA8^0`vCQ5*i&o8B!lAZQl@tyhyzAPB-bsb<{UA4B2rV8?r9;
zgA%=QW_o#)IHk?kJ=W6qd(gJ;{{7cqn?jvV4aHuodE=v1axDFpVxY||{H*(PcT1^<
z<;F9e&N&km$Z73%`G?!|+^@x3iLdo_U>=!6SDSkua8n8@&YrJ1^?skq#q&>3kZ-+P
zE7yG-t99X`$infP<&Vx;JXomvdAsC_NBY9;MXSn%=g+GEB&zAIjn(*-d3%?<%Erp-
zuzd`a+To1aR6N3)m7MV#PcUozsV0bpe$>l%z44u*eQA|pgGZjepr=!I|90N~1C;B>
z-?|on&KOo-IRqAevu^jLL#MO3%vZ6d2%W!U$Ow@FQpu-}X%#zF`#liFTLTE!=(DZp
zli?waGfy5n87&OWWE(wePzk>*9-?zutG)X2X_tJ52X`tx`=O&pwCSEb{NG7Upwfy%
z-6hxbv=NT09O*@5h|<RBJA5QUkA;l}#T)gZ@FLz~Aj8j}RHas<>6{7YoO*>~;VeHD
z{fUpZX{iCL%?PqLTCJfyz0(j`u(hl=mL%F1m#Hi=PRSNSwmh|9ARI>R2Bxi7u3umJ
z{&{Qw7^F$Tx0NUJ@KimB!J)x3uIHL>Ts@~6|M{a{ecnB>NB}!}!5*W5vd<yU+>fwm
z^P<ilAf8)0Q1Rskap*EfJT#4u&MvU0eR!VdZ2_xVz(~NX+UOU~zuLc6V(gXu?$JFc
zFnKT2ZQjptDgA<|w?;^k^y;;2ZYC|vM59@eWZfNT?Ui_6c1XpllFFS)<&NPi4oyyo
z=np()854mCQ6%y|JJefa-P??V58oqhJZxMzDKTGp-}QGje&E))*nRutK;7M;!xhJ)
zYYUYVzEf9F4%WdSQHMq9N@Bgl`HY4sLT6aqpnUr#9uKigH0Dz9J#X?E6quFU<twMB
z?^XZ21d`7_;@94LZtYD8Bq>ac^vyWWLC%rS&M*cLC^tuz!7IPmn2WVWbqvLp)k)8l
zh8&BJ%j#+0>0#Gk%hTIfn7Q|eR8ir~*S|D2;HgTAMoX1mo!SivYJf72>u#c2-vc*h
zwKcBeCFpt36zCpybB%&U>!VFrNqUMU0#EA;P}{jsV4Ne|U9!c!%5Gb2%n1f$nl{fI
zK+a%tvMzcPj-vTaM!_}1+feG^#8j~$YdB^(K_Cg%NR?+V&Vh?ER2Q*tC1ebI(X(Q?
z-cbl|*%@Fd4{_K;HnUo)2wmn!GB=tt<PIl1i_VqmgC(nIATq$Ola|$F3pbVxw3Fif
z9CDEIEoDH`;2PPI!C=kJ4TJg3A`-wynw204<CY@vIWLSBv`9=bvf3|5p7u*X%QmSm
zO)V4ebkJ1qabw1O{`vJXZO+^CV(VsUJkW#|Qy7cmbvKJ80>oXB<(SSPFQK3Z{*z$f
zFO}&>#f+NB`9qgNVo<4JiPD`dcejNfS+DYFbv;p~ZJ~0IdEk!g5<Z)G5v;5_D}tVj
zo@@dwvg)29iM1&(1M_C&EDz3}ekT;bO%k-3>`20%S!>!z_e&@V<k!2qQ?UtzDyXzq
z>TTZ9>j<hz$4CB@`#VG!tY`yCfP669nB?@AG%N<W+w{bmYKRmSr(#&4NHu@+TA_-2
zFp8YfJZhI3i%&tn-Ddz@rs{J-ju?<J*&X^}WVPL7<iyt^wGXBmkoe~Ln(s6@>%x{Q
zFo%>&*yPB`gaVORhp=vWIg#X+B$HwicL_cBTmQ*`e%4IlR_|h)+;@y~cupUwCZm0h
zRM+@7mPXX(s(r+6bfpCF6Dw;&#r_LfHRF$6r>)^l*kYQ2<Ap$d5{goRPM~-w>8^3F
zjYaHyDb@S;2Lze36urqe)maX2R^&RZrW^+K52hC{Zz&5ye~a*U$`NdHR1X5(Cgn!%
z_@G9bRH$2XT+UI>rLcmE078iW>}0(45}5SzXNddm3N1(==&esm0O%+3{i$4}#7gJV
zM#=Ikgf<am{hhLA$q^Feks{H*F*9qxZAyt)GuiM4>rE=2<#YO3V1V5#B{`c>!){%%
z1p#3Xgi$zZIitBRL|;gOkGroh3YBsXQ}ww@tshdklsqSJVQU8pCSM;}n4;e%XLEm^
z_}zhw7k*GLb_4VF?gqq-z7?s>!{bnTPeh6pP53L)nNHF2+3Lkni$D75Nq%0?DX3{`
zU1v*nhm>@EV_j-tX4Yzo38fLx@l9KvlcR>v*gqALw^&F_7%Y{}8~2){uonS-1W=5G
zGrhoF*vVZJr{7`_+gEte4Wl*c?m8+=b+4B0zj^1=Qh<U)k_T=v%yGV1&L(FTcksj-
zfrZK*7XIoMIJmh9oNF7IB1o24jJ$Fe@IyLWG}J_x_OMK>dse)(7c^<zS+%N<XfL5B
z<WY({GpnQ1+lDB&5n^}!p7d`o12O|F@>v8_GE3%UERKb2w#Ec}(Z)jejYmyjKLU@4
zvQiVF$3Y|(`O+6c?3Xpj#XLxYtT{eH&)MqB=iFR7;bcDj7fm<3(>4F-Sl}TK=IO8Y
zF8SG&4>+J)3P7Ng_+P|?j?0%HUx$7sQqDdgC8(Y{x^va#IOCgkxif(^G&A_MtT4nS
z=j<h$9No2`U_#bOkAJj2gFc%f-=20#UcY`h&s)KHxw63OZ{X{r`1}dQy^wkJ=37S}
zYjjltr*Oynfy)QdaZVLQQj+P7rA6y&_3^SrzeA5j(x3m2Sw1*i|8GY(<&>7pxoYe;
z&!kiQm-pYLRNQH}ep;&Go?HUE6agmTsQTuZ_8t|_jdhwav0hH~cY7a=HoYP>TP#v2
zh0Jq+F#+hho7-mAQ_~|KOV-gc!=vWxnd`|lB~=JRe8{}9JY%{Iy4h%qqT3R<ilUuW
znkjx>&H$nGV3IdNswaB#>@q&GIeFBd=kyL7%5zL}d<Gu%W3p;~1DaE4bEt8y>}sA<
zoS$T;QkMROp&wV$PYpfRL#`XlFY1ivJ{4Z-vTvnY<;qnzxvpN%g@DYS&MGy;S8-?3
z#Fx?94fKuytaZF*n&yML>a~~0K*NvPjy^u^t#!<?TCaZQTKDygFRs;*Ux%11SY&we
zaFhP&LBzuwmxeBR12z@Jx4=A?DtB>vm#f|d_2)`&2Op0aOv0}Ff<0|Ay}(g*^=h{K
zib(Uv_jGjbKhQtp9(Y-+1DgL6EVfP{JBW@ZA%9h@9*+*3nR%pnkzYvAHZa?O*enXE
zp#s!~Me<(XaZW&iG518Z6Z5~rpu77#PP_q89MYa`nPEj+h-sYOt$GXTpT=g#vy>d}
z<hjSF71gEe7q16r3jk>GNW$AW^P`bJ`}dAjEvs)mOj<PKV}O*|1oM0RW7@U7!!Xch
zU(BNVCC1*a%C2bQSNFudy1*63$%$6+t?3W=4Dg+f!8nHvHlew9gKIJ8nz-SfxSMZF
zUhDq79DDW;C{`KBC?Tg=DE%VtFOL5zQL&d{_P#Sb*pZJ*3bytRKnH-O<}Ey6#eYC0
z_;p*X1h}V50%AMqq3#0X(wP58;f`%&G&He(nq71D%~NaJG#WD?C6Rla>37y@izI~6
zy}gWns&<cN!iT)jAXbhhMr~_E12XG{HQ_bZF6m#w#deCEeOzR`2#17@HL^x5v9fhl
z5oS*_TJ;JsYHCmkZqB55RSjC-r0Y3cJ<=PhXe?hd&Jp4wP0g}aY0XT2P5ToEcRO+5
zz%UVGe-}^lXdQ<P=t=O_Yy{(rOVq<LR!ZGDTTNo^nIy2Cue{ZqH*$`YYa)GZccUjP
zC+oZI5x)rqMR{htm?*tJW*jcuEcqquo`Pa=5K4Cgr$=cGGbi3i#70_BYMM78(<?ZM
z6sL``mFC#*;Az|Swnk;kzWFAwgAlEU6C+xw%)JfRiXyVX-Npi?$q}iU8b%W#PqRtc
zq5Xydc?8yK^Bo+@*u(F;H3VL=U}To?bM+HDK10Ea1YS~TPT?<REQkk^5!Fk4nvonb
zIBk0v^bFj!cEn+;+5bZmE(JxJEL}jz2BttdS2)uFX_~R0j|4^9g&#fk=FD^7hiQ5L
zxSssma2l28=JMJ3sO;<N*v7xZk9;rw_&V!D`PIJcq~|F)=kAvj>O3O76b7aQU(`wA
zV$_?(hFRY}?%A0L#*7W{sxHoXByJ`QSO<j?ZlJTY&qV0#O9|9H_s`MSr%{Hh7QaF&
zl}_ILagOZvgW+Lttx+}A%k1$)K$Ki|h#%R!!*5)v_g);0JCUBEk5ldRHqfqxn;(h!
zRy_5Z@<3)`$K&)V#DzzdRzAmIAf2;%pu@l8`cWWt#H7a3OAl7Abtar`;+7mf?*HkT
zoxB`1E~mUP1>Ld!2P8j<-Zfz+LJdNNmfiU9q~c}aMmL5v5;{01y@gR$TaN>%e;H`I
z&-ogelix+uokas8X!Ps@lM^*PvOIrnWjAY&lo8QTIg*0Bg7$-DHX?coIXa)n>t1In
zX68Cjtfa=-1g@V{|FYBsR<lM$dHWAYJEpyJP-xAYKF@3FUe*l52rW4rq@rPZm1cMx
zLLW)MU23)*2X=wU?|<}xnvrq47GiBF;OV_i1@%sd9^6=bUVe$bX<Wz`v;#2Z&7Pv2
z0LVaS>pS4)f~&3HUIvCy6Wp+Fti<_ZQHy^|E0pr|y(L1VLadc|3Sb(ehh3T=m$6!M
zf2&p#K`SOtL1VbqvB+GTMLAe=ydHIS+-a3gkqCCIA!dxFbQqvQtVPEATTLk?L(z+x
zp^Kbf<kdF0-i%Qbfi%C~d4|A>k%1a(q7;|t-FW=37hW<kF2p9jJdz4l0>z*@eo=6f
zu`SsLL@n#3<^<hhX=sa&Tl7TURPR%auYkOC*mSeLGpW0<Ip+}_TI_{&zJswyhHD1j
z`Ow(jC!V>IW*yVIKE2+AMA&Y~*@0S`e{C(cyi8x@`F^e!Pp*4}k;*A==~j_w&tyS9
z@Hy>*%p#N$pjhcme?(>jB#agGG%gRji8JPlYT^_dlL@IllPgb+ySnSQ`@)_sWXrD6
zJxeQ_J5R%X8^>W*(C*^UjAj^U311qlrj+SKg6uvH4-QW7$aNr1+3G2d+s;n-P69V-
zCq)SX6S$DZl`#c9g+_RTG_>|FqH6l`rHl<^%%rIAicwupD6_9^)iA~)x!xZuP~mMq
z)l^>QH_(2&WpHL_&A@F~Z@I8{Ssp1mU{j{dH<c$4n0|`gYO7!-ET;^XT7=486%I4E
z>-edfDStqjA?S^c&cq7AcsV$M(5+fFQTI5`TWJz+f{aCqMn-N?E#PgLv$GT5wqx+i
zuMEvywE2s4K`|vY6*3r>hLEiVjl_r1y?rN44P*q0dA`PA>MGa6mwspe^lG^I+`7<v
zW`#HffIWUE8$|O9m6cjQL;X8LtAdwv9cT*5VSVB)S<5~O7+Fmp)v6TeNOBU2sl;8v
zg~s%<>iQXtb&und)gnzmqH><05<*g6qWLtHYznc?gc?TJrGVB<Hc%`+xNn8jJOT<2
z8AJjZ%X<$+n%HaI9A@U8b-ce1^t7^o1kuBYA+%REI~DeG>yAA|-_E+OtM>P{M<Dp&
z;j52iEfsWK%5{qVR?rN2yRCg{X!rPy?y|e5p50_^UeEL1>%R9Z`AmQUh*_!2GNU^T
z96WmM#L@j<FUg6HpVEz;NvSG96)+syb6IK0KKqhZdvijMY@}Usw|jNtpQGn{G!Br4
z^8a(TVpM%~{d-eHt(qzS)@6jK>!~<-alg6j(}K32eHUF8j-FT5SUB+CQ1#&JWSt*F
zuIJC&lTYPJey{rN?M@1d$32aF47ur9Rr&SlW3h_zeY>exs@fI27E0#+n6B%cbRFVM
z?q&D-^8cE>o;*0BbaPByQ%|zZ;}V&SMErAkya+>^KXbqQa6S0KA+fL8n*PL-b27BI
zIgg6o<W*6^A}Nh#x78$^UE}UR4WUT7Vn%Lc)@%vy&a0%P2dH1UFg1!2n2*`QCB=L<
zZST(C$*KPPK6voFoP50{tg8A{_C3*|WjXCfpfTo)WbyXn##%NeKSBXaMde`YyRYF5
zBKs%?W#km-DGl-|T}hH8I9)U*@W(nv=cWk7!p2uCY`Qb!aO|;}TWn+GiLz&$uc(`+
z-rP%Z<cwXaH_DpqLV8<oWeRuy2j>Tg)oOmh-1(S`BP@sL%CSLGfbW1}Al@g^GyhE#
z+Sr)uH^wF7gfO9Y_t^i4A~zEm#_&7t{t5iPzc>6nvYvGCB*W!moBP9Csl#0@|Kp2s
zRUi39p~Py6fV@P#STiEj+n-cFz10~eAyrhHip-p&eAk-`Fv&)>22amx(&>dB=-+q$
z=c%%t`_XGtp`RsPjaW7`faZ~LRCFY6&Xn~kr`&wQNMJ3dJTBR#a9C=qFLILE2SUoB
zL}S87q8j2iA<luBobLLUYI>{R{-O|Ge)4%$<#C~`c868^sy{^&<AHC3H#Nz@8aW(A
zgjBM8ip`2q1WD;@5q4WCb1qo_XHpDGNFVo9R$H^-<-B@eCl^C_X+nC|_~OFa>{SvK
z+{Irb3$lK1G>s({qVZr#HjkIlZB$p)G%57UvB>icc^4VX)V_|u#`D!au7&RUhEuH_
z1u-@CChZxiK^<Vfur>6yHnA3gZ%zoKf~HA;#d7S@A(tUUKI)2|A6rC6)YaAh6^19F
z@~^ZyOZ|bp`ulT%9<GO$vXU;#!zkAk)-|4#kzMRO7{Fchq2<m=wqe9=ch75)W#G)d
zJ7Y%T_w481<f~o=sUD%c!OTUpjFtKR<tS77cXjLS%h+?j9zMTetyS?!E5yi0uMDt9
z8&J|-XQ*6>SIB$tW9`O`wc867No6TTm4Q@;a*V87^5DLIK^8GY1KW=_HWbUQs(V#7
zCKM33o~4UktIIn#waw6VzmeI!*glj?tKp5(%=kN<Q(`w+CysdN`Z{<;?=Vc06&9Y9
zL1(njKJl%TNt@WMlnHQ3`iUj<dCk3El&Va3JXbn&wK_i`>N&&Zz5Q%nimN>{%)^CY
zApfj(^hb;Pb+@VmNA)#kSu%v+Z@Q=hg!RkM9drKG{k-o~YG<!RC@-4B_C*i=T)d-y
z>B_zqLisUQ{m0kyG^_V*pDPllxXZqtKA>QgEWurE32urbZQ2f)NZ=yOj#Mt3{aUiW
zpdzpS`kv$|@0?F^Zeh93E+ST0!wfCo?BUaA1Aj{1f8-PFipsB+blf{5LPi4>#?k_T
z4#im9dhCB|%g0YIeA-`Ee)M?qR~WeTh3iuvr)QKCH!vp-6?lU6{KtcjKVgy{pSc-S
z_;VlW#~n*pe8EA6p0ULJ2$v@nx*(UcA)0krYnzhcO)cY*X>ntbzT-CE4b97(s5~i7
zK7m!QkC{zW`>>ioC`l}+la{_5b>NJp!`;VR*1I8Zbh&XLKtdh;1G@d>Nk!Fp;l@q|
z&|{vU32bBDL$Qe^F^#=*Q9R%zAC0l@aX`}MgFPK`DxcC%VCU;<K!u|nuSO;kKv4?W
zgR!EvaT{#KY`LV+ZKnxFVJh>xfo9T#5DafzC$Qj|U8eBStsZFU_Qk*riPVXHR_F{G
zmoR28*I{*E`dS-d84Kxn>(Cc-#?Y+Fgav$-uOeiO%zcqf1VkiA{l32D=$cYS6S%jQ
z^+T}`qCfi@Xp4B6S14-BS^L{`t;m8>Tas`=d_%ib<`UgE%~}xJOj8t42&3LSIA5Z<
zhe<{$Wp@BI>(&2LYXEaG!w|a69NFA<ckA?T$7`$XAZ1voxieTcd`o4!qhs(#wjvG}
zZsEXDG>8PNNc8~K*>IDnJA<XP1|&{9Wq>-inVR@|*z7yKU@U07XY`d)o?(EpziRW6
zV{#LBvD65-p^YU(gv7<}sf`2KY0MH>rI1Gu-8O5K7z(!7KQ8p9`?-hmeSVEi&)40Z
z!DZ&+0LPs60&1jCUeq8wCQqMOlUNL^DQqQzW#(6zVNaaHFPWrR(B;iL@YtD@$#~q7
zjEJCH-h{)Sg4(s>65+V`^oDU7=CxEjO`$mf9T8pA3D4fp<iicc>uZvk-gXi*H5MMD
zG@*C*BA_M;MMW3MW2b4s32;u>i}v0n>>PHZ!!CYV0o<iHVG!B!DEM$#1ccH=$mrf-
zB+H>Cl4yXiC00x*-Cj}HB;k_*$Mi?cjPBWPu$H<0F&++7?S`BVsiJ<`D`N5X%V0ZZ
zDo(8KhFrH1AW#DLJ{?=hl@c1AR=+d68e_tu)52t>fRuWa!W~W&meP`xJ+4t|b~jQ2
z^6HED6D**JL&>ZoOre_LA#-TI_WQ1!@r^}A$lwgu+9Rx&v5YpGU5sUR=TUa@f`dbI
zo}MmA0>u-!AEDU!z>*%vNjCANZ~Tj}U!ltwugP6Bl%>!lYQ!LF&-D$X;}?Yk7{^X2
zc%T}6OH)nHchsgIYNhV>lE&b`xbBf0MZ<ZF2&WLgj3SR`cMRu3i30VqWsI#LGr3T(
zQiepu`_HQvWnSbpKu>VJ-r8*(@}?0LMn9S=FCwTCTp<KjPld$TuA1vF6L3E=n%&03
zyk|Lz82>qc3Q=C@kY@`>%&eyg4L#V8BOXBlCmuczu$_Hq?WB{qykh=jhxeTA<R~VV
zDNtn;A4(lH{i!<3ar_@+S>oUcb0>!l7Wy4lFNH1^C+f{9X7m(xFPDN-8HgAU>qViI
z7_dW|458beOjUOSjR_WU+scKXpe_)M*Q)lj09r%eJNT={6uq%#5_WS$P&m^5NM=PZ
zXqk<i>0;)QYo^q1tu8kv>50W=&H^CdH2XP>o9(ARAmvm!6K~S=G@yBSUjERXaPH^H
zH(zM=OB7U|-$xyCfl-}YnwHt+Qx2?)CkMVAyWH{R0q5J5{vzux+D*QQ^YNPf%2px}
z-~UI_dB-Ka{_h_V6?1`<<AVc%FiT6MBN{FY=W#SoorV&694Vq%j&NfI$BF1Uax`t2
zqfQ+yRO~p=aCID|m4t?iqo>kvlw13~zmMPl3jgr9@7MjhuIqVKS7(|5msU~SWk+W>
z`D1(O$jF;@&!a{Ay;ByC&7Ac29@|R4?DJLSlGCF{|B+AlPuDlcEo2_`_;>zLQO%y3
zk>}D+(y)j3>O{%=Q!2i0oT|3?WaAZPVe#$Z?(426^!_(p8f*H)+s{$LVYjOrw4aVx
zWL|3-s`;_V&1QGaIxD=;HZp&T_i6t~v3<ec0dXcyH!wf$ue$G=S6Q<AhVZ`1h)cfS
z9k6TRZ$tSH{GNk=)EIHhBdDwc>MRaddJ^jpHP(8>b?=yu$(jhJ>7y|&4SiZr;yxvw
zS^=+)ngknjx#%@<ckZfj#nep4ml+AjaE!hk6S-Lsddlo9!#<lbx<r`PS2IGyV3yP2
zVG_UZptpz@^NH*)suWGPdov?Tn6wK6YSY*dMwZWolCd5$=poFE2$D5N2_ZywCwFU%
zvFu11iE0uSoB^@+%<8<~$R#9<hV?jrR(Q&YDQsMsh=&K<zIYjR%+RicKZmAxmc-i@
z>$P@~bZSa;eLQ88Xs9yWb`>72mDbbtW)Lds7Vy(T=q)X6z&pkK5(_+H{KRc~>%C(;
z`*$2JC<s6otPx^WlkcZ}A%Yp-#wh&S5}*D)6~}vGe+Hg4A7rR%lWEru3eG^ub+A6O
z2$>&axcV~LLj6qyK=e>KDgr@3YSor1H-xpNxl2I{SY;-|c_2%3QCG7hPn`PmBy>J7
z?21lTZVJos+~dR4tdFO_?*-|0PAj<wqo^f1YsA_Ny1D8rHDks6QTMkx-EHiz+1ECF
zK7F<DsDARm@b%TsJ$s;S$4Ss)WK6pzbu4wxu7J?ooA1%oXq19*+++8X;mHHc{x_Gt
z#{R2F+tXzG#|1G1<hkp^v1oOWFt#)})sk}HrJ~49Gp{gNh`B3GI@Vq*4zLo|_7{3C
zIKxowqB&e7j=>e$+HwX?@xtflA!Fq>E~T?E4nNwNIGsdbH~k!P`aonk#)#sDq?3}}
zX6R+_bnOa@)6EHa;Eom5SCC+J&ZN%cB@8}>VBElOUEW()*Lgpzq%^b_<pro1<;8#?
zxkN}beeMi3Kpz5_81)>|*sLA5Q7OxfQ`c15o!YZw{!3fli#`g{k7DF!=L)rx%-1i(
zTU*7>kKc4zY)}zpB=tJVWrrlT>FiQu*?I$6Fl*f7+eq5R6TxwkHOKs$I7{4$9v4~O
zwU%>-h7xTppgn5mn9^v=qmVRbkVD@TvvXdKjINy0dIsu#lR5uY7s3W$*UD0*xmZ+j
zv;4fw#sf5(O4Y^~uz1R1MTdZ6FAW(D4PRv=9Kb4ys40i@SWf`djW01%m2?FORy%vQ
zDpy##1eD>ja~COHA34@As!31U1ah409#Ee~?g)XoqK_4`*((laDt`yKLj@Z7KC4)n
z6#{J+5BABLM!S27Bond^!killn>fC`zOcVn(9<u(6ZmXNV9FHrf~d*P$V{6C<>n=K
zR?s@8C7xv(n(#5t&c@~1K0~~Nx?pf+$Ay)(mb=&?N#HtmH;3#55fY#tKgz!_4tG8_
zKYb;<;s=jYla8l`F6~zQnc)cb)Uxxby|l}WZTVxVy=QIJwH&LaOKyHY4c*Z-#CktG
zr_K+~IJM;V-bS%@@9Bt5e=SMkwH2G3)1aK&*qik3*7*pxH}8~dJl(X8R(x$P$vh!^
zMxCE5(mi@-BlwnbcpUP=l}38c-w7!PbG@UIw*ssTHb6KDZpjlo%H=B1L2K&zwWVLn
z82_rAxc<DM;LWhtm8V?6chH2m;MDdJ_wYZH-MiNSikc(%PPc8HzG|otJD<C(YGo5`
z4MDP9owV4s?VQr!w0Pn2i;YNUovsmpE>JR>iC!<p2&jg2%GTydx#D8Mxu76?BxUC$
za6{JKN=)ZQbuBl%tHVVR+B5J$NO?*MJz|P3BI(?1j8-dLS)wg=Ad6WbuEGS}4X_;n
z$u42xAk$~QRw{}omFc0?Y6libsiLki0zpWk%l)ZpT=+!q)*%#=6`oUvZSQH$MA<l-
z8rP-UH7gV%XqWF!d9IS09{3Z{!Ff7}FI}$xOLf6-eOCyRM?zkZy=#ckH!@Rdxt|(N
zO1d92zs?e2!dTyU1#YW$Y$PqgytjF3M8fHArAOoJwCW61Rqn^CI!^Q!kj1VrACsZ@
zRywmCwUX~;uQwS&OfOruw<YkFY1qyO>pajoLbFDn>7NW{bm$-lN3*d_&)Gy4yMl3%
z)!a+DucsF1NN%i=p<X$tPg$=7G3HJij)Ir6ZQ;@GnnBI+o!cM&N)MN4CL;a$XhweK
zzVb*ZP)oYt>^yz&J$NwzL$Jkq3<V)>#2^E->ZW7$TXMJ0N1yG^*4`Nk(U#NV0HT1l
zh&hV#YBrJ2hxL>hs$#*EV0s-<%9tk&!tG^5+$xdCk#^{$zh7S-GhpE*o+z>bTR9Vj
zSF@|-NaA6Bcm+sle{gbgP95HvZH`sEsMW_ERPX(Qr3MN#$IUZhM|(`!h|;|7OcdbS
z2CUHd^?=v*G8G{d2ho@ZdGcH8Y#8$OiIQ{OEh`FUw(%1@H9>vw6*R8~EL)WKcfQJW
z?r+|l0pTF(_<SgO-Npnb^5+sJg4tcnIlD8UbMLa#+!kR$eOj5h#;xba2EK#1qn{<W
zZ$VwZgV<S$mbP&xyDRbOYc9p(V7x8HKsn8T8`A`uBKdYsc`ce8*XPpW`sSOJ>S`D4
zT(v}F>0r^+yA38c#pJb=a-Nh3j>}zagJgK}L91IzGOCL>#R23OYOTcXgU<q>_8Az<
z28tcO#0+Zr;(+Y=&^6;?rz+QQK}kSlYu|~%OSV79%<8_-dOUmK*pGC<4U5Y-HSZH#
zTyP!+6El4E(5+8r+<p??%M_gmI~O}+TU&h%`*ke0a`d?4yW5%RWwkj7@7F&V|Dy2b
zWK>k_y#AKb|C@_p%n&+uslwv2$cr;w`=0~9@}rVYYvIU<&h~-o?X3M-8(N0y7^iz1
zMMJ^6)r}(i8@;MdUTyfz!s2HNEdRF>R~O})vwC?l!W(L7dbi_9({{u48o{Xts~#^O
zjvy@W`R|N2L@l;!A9?`x@;-w*{P({_^%2HbChz}ktl>(`IrH<dATIgxM%wtP%)?Ic
zA4nVYl%;!1_q8$(K1%O49Z4KM{`ObNgHLzv+I}6q;Pff<(DUN7c>2@AbS3Yzkj00m
z-n=<;<oO@nW67%rtBj7H=xJ6;%SZQkdY?>F5jK{H8Jn#@Hb22Qr=oPxMftBs#M+?+
zj`v9p4oe%ZBcyi7wkWGT*#kP0S%^A5zivNWKLbB&2%1<Chfr8+2?PG$3gWf^DGI7E
zz_V^|`ngY&rZpaio%-LX@g7fTvW0W}qi~CFe0wFV=zMU-ZfUOyw#HF=_hb8en%zNg
zo8SRLBuih_3L(0i*jd-QQmg7^3rm8sx{AyWczF-)<`p|xx>K`QF$py%@?8tOJ$v#D
zV+@Uh(jpvMs{e~Z92<Y+U8D8xaFO0mUZ}lS_EzmyDm(~gukW5B2O5w;V<Kh5@;TWn
zNZG3p^}(Sphe!Kss`780i@s{r2-A}eMV=5;@2<Y!lR@HiJG^V!b^BGL;M&GP&Y2G;
z$1R^+FFf(jLlrvW4H&$U56!4hdQ*l=2EX#IC;$%UW81;<xu4%Yil`bQ=K7t!e5$vU
zc=}SS+G~5zDd+nVBnNE&GdM&fa-1RvodZ9mcd#Hmy-pwcds-><=CQ@(^OcwXN83KK
z5gN{Mwm7Tdnq8fgd*|^3YF^Rhc9QJX?qVAz4{^zO#h^W}Cq@qcMFq=>zWdw*tz(iz
zuV5I#pk^-5c8?kH^B#^&?-pSd;dv0s1&|Fc%E2E|T(-txsoKznf$qex$#3d?B|h!n
zL0IEjavgyrrK;HFAK|nm`7q&F`Fs?PT#nP9Tj?CZz3jFkyv^PR2<D|(1(ffg0!yeK
z+xXu9LYBOwq+XsHmIHUJqS__9_$r!d%cugStl6ZqX$ft^Utezfj=TTL?`C5jyBzh@
zg9s-xQQ9@nGa3<yPS5>j7AlnAl!%9TN?+KXN^e|1A#}RY=8=W4x^+tN76Xg0QTc*W
zH(Y5w>N|AJ_~N+V&C+Vri`;VVZxyEFSIhGKde(otQdooHzWQ2rv?}!O{Lkafe=7xE
z3of)N|6q3T(7)$vT??*X*Cq39LQ|@$LW(NzKL7X}P6M9{2XdRBVow&;iKcGvc)Z&T
zmwwsoWbRbz!-LO$yKWAcm>pbl3Z>$`;=8SXeTIJ}H<S;(3B#QIcjt7)YtNdi+n<kp
z+;@npRa=D9vnaTa7C-Rcck7h8@-Y3!$oZ!(?fInM`sroRS#nl}j>;2F&(&oi%)e<%
zc!pcTK@aOff%!S_j}J>aMt?Si73ODR_hQI3Q+~nA_-?Dq#rGZ*+`D!}3pAmcMqZyy
zo{LvA{9<JULj#7G?VZX<Mz~;s8F(d1o8%>SYk<h?)b;x=DC@dy!I(YBFPNN|N~MOG
zI7P&4(z$6wzEYy}wLMFbRq6@W>e@081SJ?`M?#xf4N71&z?+1UNBZ9Dj!lPn0z__C
z5Jpv-EQagp3C@dU45O<DFV6n)hwg`i4=+5rmsZ%ScG~xdTY<VWVIB;*ao~;T_S*vw
z_Dz?Kk&!NWAG%(1O>=Q}sLjrMnmYj@udv1NGFV=fq~^h!8rGXHKb-bn@+>R_DxD)M
ztjw!D)gI8RRg{+=qk4b`o4(nNjiT%56E_OHzb;)r@ksZ+&jZ~PPwqNp^pIct=wfUX
zyN$f~<}mTao2c9yFq5ii-4`#S1zsNmdSmwPSB7xB|BhnyZNxQ8e!RT<8^`nDi6b6o
zOKXbKl;=k+{Ew;rl<9ff>baZ{k|2p^ez}&Jv@`8zJ@r1ZUNE(5sNsWm$+_K1D*IhU
z7Pf3uU#<nsE!z-p+O?xSV#jw#)_Jn@uKda2AA2<4-nD)k6s{yLa5^P)3jDb?NPaHU
z>+72WF9-jhU;Us3pZaj}O7C&aw?FK!y4v*;ee7>9`YSz^jZ<dcciM8tlQ0_F9-mw4
z^65!up~^Q%2vQ(;lP*R3hhuI+#b?tZQSltTERA#8<|^vVopLIbsmU!>CMst^lcxX>
zj5z>xnXs*&pw~9RXmSHddU%>!(d;<b3MFPk5XE+VR1+Oc#CZZX@3X4s=pd9F8Mnf*
z&j)C5{dw9d72VMUqJfQ)Y>`(Q?Gw0mPURWRwyyq5++^tB%6tNmxI{8EG6NBASEQcK
z4Z_ej7ZeOtdXh#y+DA0s)~K<#<-Z^fB5;hXEit1a_A)bgv?*T)>VnPiLWCD%S6A?{
z`oca|J0ZIu72mRgj!NEKn9^im&$4enlgp<8h8#occw>U4dRotkYPgiChC=8`QC$0U
z#<VqVOD)mFDyzGJG7}tco<Z)l<BZ8Ea*gtNv>M#;CN)$Ik`_(55M06q&?|+WwWTy_
zv3c(@inf4nZ|)uKVxIN)f`^#^sm|D##LmBR*!68sJ|pZm3~FIfQJ{G#fci4QUKq8e
zgFP{l0NmyR9X?xs$DJ`Y=MEyYOP9a0W+n{h%s;=#qNVDXFk%ygbqmLCQA15nM#@e5
zavFGGy9_NcJfa83)ae?IhPFYnGlB?C@d{b!nq*@eTb!q6Sdwyf5=t<>Z=8;pB^cz$
z7m!&Dh%Opb8s~H<wt)UZVG@GYnxW^d4^j=sNle6*-~n}v%mqAVwu>syTc+*cMhzu~
zNXo(t^K6M|K{I{E(gzWQ52d+19&Nilvwc%CsFCvGihDP9Y!%4y#vu*#c?<%3oS~<L
z8wQVi%0^T4n{akNt*THA38iu|FvCx6kqn$~KfB^S0*=8@8Np^u+8U`hr#XPZuuT~;
zJ)Y%15iBkpjoOo|dMGw>M(o2fk>}%IC|Zf#&3TnnAPPcQW61;7R|uH)48Ms)QL%pR
zgm~xMJjC73siDMpQ^!`2{<UW>Qci9VCC(#+eaQ)~#&t1*>=j2*A6q&ysPk_-e;Mc4
zHxo=P)g|mhY_poZ5SP|qB&fArT$e-cYrI-w{|rUr?A=}NE8-y1l-HQ_g+P5`fqH>0
zNqQY?XWPunj(i4>Wuvvpwe|?0&T$`UP}iIh`>iDnr!ucd1YnQ!#;u()HNiMmjne~?
zk?6{wQG9b-LPv`@J;R~6xOH8&4iCettsz%LvUhj|pcZ$<B3cwB1F<~P6fX9h$*nU_
zPXBuS*oh&t)2Dy*`dS=T01@vI3e6f$T>tHk&jW##_~I3X)#=ZJ`!den3(I_SI^T1D
z-PdBT{Le4F_PV;B^V)ST{bcx=<B#76qP&Nt_p8FJzL|MP@pq}LzN`M@kKa*+H)_oG
z2E$w(aonMC*GmrNAE1|y9Kw9ORdKEP>({)(w<8W*UfFNwJ~ch_c@TJL-pDi1?A^Cd
zAL1S<_IQ7E1@rv<SeyH=>Z+^5cKufUyD{c*F!twtuE*&$pRQf64=O4exOSwi5DNvi
zY-f)8+~EyLaUzokx<5Uw+Wp|6h;2B^EKYOdSc7)rDCH@d#^0ttEM%(sF96SsG)jIP
zn8+`$j&m%eZ7-paAeZq(2spT0L=g$(C8N67a~~?A-KLdEn{lP1Ykk_5C{~2;V+J!c
z5gSE^*A+J#np3T!ZSZNH?TZ}-`Re_OX%vidVLPSSF2j8Z1=KZ}>tW2%QwgpH=FCyZ
zJT1zHP6U%Nb@*l(bA`qDBu-eFyg`$#ZYvVERtRgxJurvc{nOyrY)*kW=q?1<TRHZE
zw&PlZSDJoANrO4fgOfJagvkCm4^`?|mv|s#O^OTFaA%0GB(IDwilmDZ0EzUdEiUCZ
zHOCp8Q{&cvd|>oKoJ|OBC)y<|+NI7=KW83BW6tB4!O<a}ve1PdRn?JnbfikVt3fRx
ze4`JR#44d0Z{A=_mlNxj3p~QxYX1>u1aEe;ZV%G%td0d7PN^|Tsxo1;P6Pr%3?kP&
zK^3a1)y<?{Se;mJ_>}W3S7|OvXHs$@B$<OAL;UN!1z`Pn9q_Nt(r4d6m-VOUbJu<~
zoOiAkJYsSI@#RHc8P#ujy4i0u8&Q`*=5@bnyF9*K?avW%|2*!IuzmEwx<u~oVB&Ng
zd0v-6@{ydcm02E2?}!}Sum?VH6}RU*sOMyt+fw`1eB$x%poG7H3TEA@=w>j}BT=tp
z<)eNBU>MhR6LY>egPm^Y)P3<uET`J2Bl0oQS@4#P+x#3e9k_bBB-SVoqp_fB^^Kgz
zY1&bT(zF(_eJ;3H!H8C?W)Uy?3X$hvQHKcnR%<IAEt{?X0#AqVvs{F5eTh_u3&uug
zDqkXHSVa>QEt$8sqWvaVUpajyU033p&qfFRM~_4Xf+qa5auoS)RR%I_I%&>rF+9T(
zXeZ%aqA7vO|Jr&6H(tX{*XcJc&p-lWA`8?fbrPIDY|R5t$ugrZA`+?$8E?7uMyeT|
zY08IihsU-Zd>dABb*i}%?)(%;Lh&k|1UVA`w~sBh3~+e<-pF3U&>st?R`oHNDEp@7
za@9BjTdeiBOw{rnq*P158|OL>j%2t<fb}G~k8QZR<=OdbUji-&n;Z&ekOE)A1{P5X
zC;*hxKP~K2q`(z|ViIK{ZcCvzSr9_*(<v0yHn=-ZC)iGE&NimAdHB4w(%oh|!G?ro
zIvl?pmk%LNsM?xJgPI464Nw$>1KbX!Y_ftuGr@nJ^Fe}5tirP34Ik3dT$=qO7c$+I
zoZji*z850uV(2y4o#AK6FT}$<3oJt{%Y%%(U+dQqL7}lcd?Y+VHfCJ)k$@QmdC($b
zjm#h-VC0@P5clWtA?^DR9CmkG9+9Ys><009g7VmeIh{sUnQ4DUtmA5rO%S1J+<c$M
zMfpzDo`5pmL!p)r<iu%V>H-&Ln8Y(p1osR5*WC4z!%nVg$NqaQ{K=yecNsf**RFh~
zSDtiVdPa3R7r)zutbA9)5t3FpONM0ZIz<M-b$9PRSOnG_5V38rCfiko>qR*sCExri
z&R@LpKdZEbU4C~&Ub{>M>!+rUo6QtDUA=astYYIX?C*>taOt6{w#w*S%i#EN0<TOm
z-v7kTQZ+J|wo=lUlWU%u_@U`p;n?f3)AU`ZW`3Lc!as0&*SpkC;iDR#f=jnfd8v@A
z{Hu>mODR(F=rSx4r5mM^8^T<?q&bdPUDPG!^ac0nl1r40C@kI<6Aq#bFs60Udj)*m
zD}>vRX;7y%v~}fj&?P}!4}8sZFcZa#P2%JYETXCExL8Aneam63F?`{QK6++*&4D$l
z9F3-{**e}aG`|&*p49&Z73`L|(w5k~kO@0976oW;)OohKn7eCJ{!P6WIX#nI?nD;F
zj}0cR<W0HF$U-yy^C5`&wawz@6(cjv{`3ZSD7$qEqFg`|PvnAAPEK!BMV#GCC*qcV
z>X==;{T*ak{;9thRm@84tY9V(IV{rvSegPY=FhYJ97Wj|w4PKkOgnI?7)5&f*VPS!
zR;K2vD61qs{R_QWUR(!OjeQE6h|lm}zNZ#_P<`3PrFFy^kuWynIGEInUY~TIdDl3-
z&RAnc8}YgJ**($^I}z!O!A!G!H!)8)MuEVEnAcY<xZWp$lb<l)No45@YbAq?ViM3P
zrI8LV@#~JZ$_Qc%h$c$&4*?}pBo^j#+eE5XrDos_Vb`XySQ&>2TTI|juCVAc(Rh2p
zyveEqEJ&>xSPZk<OWRp<u(Z*z0dppeNpnf_>ynSn^HkUJp3t{^`z*<GkwFnIGEieU
zmo7}6m{;Id*sAEA#S~bEIS|9sYo%~e(A&$T=sOvVmMWXmHhv!z(Nu$G5GxE!BP;6_
zW07-FZYzVD*?FoVI>T!^`cfbon+lyHVwOigCxU8Ce7}RVr$5mm$@yA6I<?u|{4ZF8
z^w^jPI4mu_ZmjDNb2PDu8%<}LX~zjdHg7j#V(I<&641lbGLP6bIwK-_MVHD`R@3X!
z8i<Mk4eCqd_!l3x{&9WRwdQBo8Z=CTUw%IM(G{lNn+@Y*G93~Yf=pqDj9n?<cs}kG
zHobN_@>P?^iFYppPG}jcTi_nN$^R)o#;;e&uh?48`@C=KFQ&ie0B92VWh;lq<JDi!
zoUYVE9>WzCWoYH6cJFgh^3yKa0|Bcci!RblO8f%<Onw*w<6eWASNts4YyDuKfs)n(
z%3Lw4tKd=E4_0&k)Xu(yU%J1vQgZJw+`X^)j&hNo>qFyp#(sU*gO{|@(zO0P;al0%
ze<a}7BD1Jne{>Z4Vjz1oEA&gZ-<|L@pH&H2U_o+}FV0FIK7F3N_rQZHn>{C<?TLcc
zQF^Mp(;9tRmQ$9Z6Bn^X7MBnF>`3{uNcRDG|6X_RY(Br3&|F;l&&pMWP|feNE8&kp
zo6FayrtS`Xus&`zba?ko#FaZ|tS_F``yBny`47lA7z*j;H93l!$2^J$Fd2UGuGa=%
zc+-q0@7=H=T60lq0G`?$0dujzoI(jk3E+vGd4gVR?3aVrbnet;r-gLPwjT5(>cav_
zW#2)89Z}}YK8_J2Mb$sjhYM4UE6@gJL6F};sMv+nE?8;b2(U{nUZTk;ebCMoj^L3`
z05-I)T}m}<ES=8iW`cohMJ*Pk37~}_Vy`BAiYPrv<g|>;Uc|J<PTT5w<!+`+f)|aX
zp0+lS3kZ-`?xMc1u2E&XxsTIISHMj?o9{wRlXR1U+p{!6d^%UBT&-f7C6ezTVk~;3
zu7CQMOD$sBh#GqKic%Jg!I?yiZx8bYe0YRG0W&}IWa7>JuyZxPR7uY$4sV8E+tqMg
zuLvtC%?Nr(P&@NT{uuo5$E#mn*LZ*0Uy<n5)!xXOLqS2AHmq2B*O(`Ic}?QNVduMy
z0UMyn^QNw`iA^Syz{t)&og#`3Qo{>gwXGDW8*2xdadX0p1<7tTM5eCtvZ0A&_Oz+?
ze{Y9Z9o=hqrbOA#mmhjTwDaHJ;|K;%FCBzh>=?hUdZf6XbAITr{9&87mdKRVhY{D)
z7GLX?2Hy7^3*9+6+a}C#aj-BKHq7{l^!VkgQFiM|x%}1USE(z%jX!Gny9&Co^^i#{
zwR(Ms@vSjlF#W%JecXRnJ!(#U{_`i-&+kkOyYFTG;8T|;3o90Ebw3Jmg$*gw?`qw(
z^@inVnh|V0Gugbz;6*#2yKXN=JlhNk0a?34)s>scgckPFA#+`7LatNKZ=6f{nH8xI
zK`B*)H_b_>>Ysc*QS_$ZgX+<zI?4%)#@izNnkNZiug8mp042=2+EzlAHHbEzJ2mqj
z{<UQ@G-H^4qhWp`RX2nx%Kf3M*eMepGlQFQhW6SV65&Mcx1UhTCYWw3wSyo8DMTCR
z37W%_xnb`wW>DhA^UQB1-H_^Fh5f#xf>r(OtO-8{|K?d%v}doL<HqCg@rVoVkqO7y
zS+WlUJ`%DXdNG#Hg0wfL3tJlbCbNj~OtW!PuqaEzKko{@5zdi8WL=E<c}VAdwASMn
zT>2)XOcdhM5T6TeOQQHKGf;FQTd<Ichxp4KnEU~{3~ywX2sTgh<RaI$D(UT4Vg$3g
zc)odz?0qBTJ4g(ok4d;~3!|AR)o86*)$7?M+kWGvi?*fLen0m4z{#kFI{+oqt^Tf8
zM?potYdQ;+JF9xhnkY2Hy1=NsBrqX?BP_tmbrQ>+P`&d8EC(~=z~2*>-+cY=+f&^d
zsQVo?Z{ODACo)+>HI0AfBl3>#)15Uoo3Z#|*Dr^c3?4p6#?(O6kTGgA-UZ~3y`Q|i
zU@j*-aS7`g;yzK?iYl|+$&#||N%B9md@<!_MT7UlYIUavm|vYyK!a@6>1}hZ4c;#L
z$*bR7Zx)n)lB`C5`NwC{P<Bavre@c}ues0vNZfxKop<^uIOH6DGp;~A>$+$+`}!xN
z8T8A#f+L<N7LLqkH}@_QQk)8h>Tf&$T&45cVb74-!<TmtJ$>NiZ5+uP76JrJy%X1e
zVi+8x$~TNJ9jFef%sZZud`juRR$6beI>`H;Mvv!N{;{i|GIiUQ5>A`R&)Uawb(uRZ
zN>jkYpAty3!;V_3ihR@Uo7(e(><FDZ4=R89czRdmlS}j?yrt@n{Qp!xg^R#Hu_7|4
zFMk3`3rxR*^pOG1nDPYWoMUO=(C{Wm&eS>!CA0Qbpng~D{FCG<;H8SV`o(|CLLj~h
z4gi>a%^kgwI=uzd&wZ121KcMuD0wPmvw)ZuGhwn@=Dz$!T_{Y)%?vS!J28Wh(S`b|
zHL6zCC<{!dSGb6B9=Gbev&>YDUse@G1@#nYD#yaP+OHgXq@)0^9q<fBW#4(nr^%a8
zDJ45Z-3Z)~Iv!JEB(o+-faF7h>04#7GJZ;>%kIoP8bzPQsWJ`wkdoZxwvzSvH|SN|
zsIp2I?wvHrM5G*))djR-I469GYjBfy2c<VH7>s}3)s~0{tUYG|98XIHRHi=QVsmIs
zx}NqO^bDyejaya*io|sf(%!S3`E~Hf_2qWQ1$QMIUpcR?B=>!<gJJsDzH!GJ&msyu
zfwD*-d~)fFSHUSa5g`mvDf#;5y2RY~IEmOp@cU?8D{~$LFSpa%dw~)evX&9@0;Pya
zd6j_AH}4nA&jYB4^h*wAIzi^mAW(TiHkCOxo2eadFxn%Vf^KyxLWqms>N=;e0U=s{
zk7vBAGnQ}rQ0QX_$pvqim*BiqZ79fTR#0r?BR{J>!A*0<=;eNxObt`a(VJu|&d12#
zzQn36D(0PkhaQD62ffC|SbQnK5(1@nn2yG5H-hp=k_=C;Si|GINU_#EXii@-sU$FM
z4mIO$O{d~kIBJPJcn2)rkRxQ*mW>BSxXq@q*kkdf$_+_5>CFpuLP+2mW3*1F);^J4
z5}+y(iTLHV_40h!O{;vum4p5XpcOb#swvT{Gjm@=xi#=XU7qbCBmL1H2unXdsVk^;
z#KB;Zz%!4D+N8GQW_+SE5hdV*ssDl!NIot(efjkAKPXu|!OG%VXxdJo*t4$L(`0p&
zO6Eb_XT^EWZ|#t<W0?-$L4D&95(-~5IT+TKxZw$``DW7q`$(RCU%;xk1iG=1>&2p>
zs6EB~l~Hjx?IGArN<1Pv<lVv{-aM)s`Mc#(j(gLd(<-N=SI!tmE7!ZJ>irQ-A1byu
z|H;eq)ZM+8y$iB$9auX5N8WwFaN-*-zftc;{_$-X-@6x9S@TBiWzCPds3O6MqP+vQ
zPeNv%)Ah=~MHPMAFF+kGY=E5|9`$zhc*&>xqmmxm=pJJ&A3^P{I?RhRe7~lo_|I(5
zx3Wt^>j61Ou7M3tpQJz7{gqz+9{)Ca{zO4=!Kn)t`@fYPcl7oTd}#OJ;zeKj(YM#~
zEM{fL&*xh9?$6B!N9q=0A$Qf4_PM$q1E1h_5{=Fe*iHX)K3Dj_s$0+dUH!v<BaR>6
zkL}%W<5LioP{~LojH-pJz7`~4epOELOR+QqsWn)-lQhcS^Rtn?LjSEEBoCV?m6Ypx
zarBYo_Hs-Z2W2=R=A$jK?RB+vT${K&L>81V%j{n@VF=O~K)|2M(j)cJRvWqC;Nl68
z+%L63b44{OhBG&z{XXZ`zY$7cF9;*aOliU0r?-eIlLd)ad#%<3O+9TzTU4b>9WB|&
z35`%xJeRSmZJ7P?ei&j})XXSGNe~?{1A$1-7Fjaz4wO$BjDi>V%tiz-DU9@16nmnM
zs|ItN!k)AGW}{SWL$+~N0u|tbN4p!Rqcf3k#k3@+i?+V_Y{gbJ27}GY&g+1PCe$v;
zs29>xSKB!aZbHa9>a0wH#_hZq8;i<R`nkMPm12<XV$ALostZ@<sZiqjpA;I@hLV+k
zdT<gPoZVRw=WN;4tvAt1qm3YxaoS`MHT9Sol&U~xN%Cnk2Q}L>G^I0J5Y0G4!nM@r
zR#~}vE(^3Z7AO$B0`745ccnqDgz~K8G>E%GKL?v-jddzAsQuHpg<Z{Vox+pvkJ;)z
zO1Yrg72+2=UY~iPPn}4FL{Aw1mLzI}db}#Xtk|v&<TU1O&~8D-cQS^WLl)`m<?caB
ziTa{Bkt<IhV`G3(<mTp?^YiM9hefPEkIfJ^vb@_8kXf4n;|_{7<5gXM)>w}+A>0Vp
z2Q)dB0PPc3E(LDga0m{xG#wZzGF{DT7+*YSt~O&Uo6yktGqn^#+rs3><yEi1>z1*c
zl3deCmMQu6tclybG0<o%&K(`YbCi!Z*dz+Ok1+_PKD}^en)a%IwfQR2w|8qZfXu@e
zxckVF8Bb`V#Yja{6T-G-zSsd@-`i!r$SzSDb2onqBde})ZD@46J`QN5#Lo_6UYE7T
zMQVUFspSciUV4o|Gq!le?M=y1`<8o=wq-Av?R}IkKu_`;F&}JZ<2Flr(G!6gGc$nY
zv3yFaCwGW;Cb99=xdmS_bWFNvXU$YleJ3vXFp$9UuG}!Y@l<8Cfz-8H2oKV$vvz6b
z7}zk=qBW%yX6kc7;%aS^YIm4}9WKfWJ8utyc`6UAE*qIa&rbB{l`k>4OhZ!EAVeOY
z5zjZxjn-bqiWepfRfj_4op)H{iy%Y(AcS0(#Zet4^A)%e{o+O_8Ldf=Cie9Jg>xKR
zkfLMYH3_Vf8ZiJeko2X+mmBo35R7Ogl<b53MC)iE#ymB)L`GnBz(T%*j(&-e(SZ^w
zLVKid=3qDn1wa+e(aX7DUwN-MIfd#s5im@^2T`|)0zkWIJtPDS4o0hUG#{DDY8H~I
zW1c3@GBECvF|*iPnb4C|OJ*8wII*~Ax&DbIMQawlyv~9<AGgK*-vUd5?3uUw4vHyW
z$<=RM98FM!H_}%%8HP?Y^t5e#A1f;~14EKcS;p0Efl9}uJ>>a$AR*S@d55$5e>FOh
zj}Hp!Z9iZBF-IsZywM=oxBKyapWW3k=rN&nY$wTwc|jWTLO8I7%J88WmT>V&w^um|
z<2qy}rg5q5F#fNTw+SbI3{2Is(C{8Acz37QOXI|OXY)s|om%XS_xlK?*N@~6aQeq;
zuX^l!bKm{=hj01$zj#+%?X|R^=vHPI{FC_&X<Kg*{>^AudacWdKJ#1Uhj6d+QD$x$
zt^myD#2qgcEZ8AED3|p6q0d(@3|Bt6*<|&w#_IYt!6TR{rCY`avAs@R+g(<9@t93+
zWnmC8D*4C2?vv2T^BfM3pv;KDb=S#4S;9W`#>q&H+k;bnak-)YKD@13RpaO%uBhIY
zRvs*Z`QJSbf;6XT!qpQk4n*xXI(ogWbv8A~G#|-nVs#F{Tv|kS4OVQp{;J7`H@On~
zMMn7YY+af09hWV~JM_q)#v!<!Y}V<OPC;<?C~6RTw6k;34mc>%7))AhJJVQR%DaT+
z+5pJbu`VUEtabr%Qzs~cxbY<cLIr-mys##oel`N%0c*P%o5%wx#qO-JCj@J&Ig7SE
z%JeOf*3B0LEIgt06%CUjAHU_4T*0#wAnCwAP&ZfSk~AZu+-7GuUaqSJAz}k|aa)9@
z+u!~wm5xt>&nHOZn<P{Isyg+3Tx-W1&S=9LFu_1Nrw#fvXWnPQX-fJ2Ae`6}aV1{O
zfY1;b8=;OCkDZlp@If^5ji;oAdpK%BJ1=kEakcf>Ek&I^9Io~mOOay7MSiawd$Qfv
z4G1U=c>u6*&ZOss;Umh;S!mij<CbiXMPvZ*oTksyXv2<`UG(ybKAz)Sst+8&`3{mW
zBFTnzlea5+c*&3T3|TNd%~o`Nx{Aau%?LrS4iK2Yn_4mR9mMb58J2iiYmx=(II6*?
zoX$!{X@)j5FfW{?$1gEDhxXk>_DFK>53J13VDNyduzQBs<T#HI$Q4<1k!G@uvj!Zq
zfG04cDWW;;D3C#E>A0b8ETAbh%^lLW*2MMN_0%tCqCkD(vxyy{f(vw$bq6o?6NQCl
zdm~O16lP{Tu%NKLPblGhGgS<Y+0)MVue_^zVyTDJJkhK1=QXTNzSg$2%gKL~)hTIr
zj=U+}Z=84Z-{eCSrLK}adqP(qnLxjhxn_m@qb@F{SYFD5e3YxpU{;EQUB_W9jr@m~
zpYOkR?O+Z|<?zS67Q1}%df&d26&&T&QeGz9{LzVHufyL=mF4{QQR0#hLmBB-8QDCj
z=I!k)I;bh3{c~nS@L^Bc^O0K*E57~U^L|%#95(4OYpLR)(z%z%5z9s<q$kTM5B@BA
z`u^}?Y`(?&pLfOV{kb{;QdDx$;$xJO@qR3?;>cfjXYZgs#@Bs(32*y6wtTco-$Ee2
z_xv%c;;-ue{dCGo<D5_1a4NR|<ZKbGZEte7X5{i;5AU@;=)Pb^wm9>0l;))#Ubke1
zn$yK$iwqpj(w1?<sI0+O-`XSq>DSVw^@KiZyb$!CW=u86;p&ROY#Qd2LAOKu#U!^k
zyzWjk1VfwfvGc~Yk=W=9np(I1)m2gC<3vWeM$mqFvRZ#a$<BFTal0#sW<_jyHi|Nh
zox<|0AxU>UIoVQKu>Zd)CfNQ(rYNU7+@PuZl3JZXv*Mc!?KXj65nT<4C=Q;;&r(R2
zbuI1AD83fg{~fZ<#e6g}S*tTQsP8*ViND>gEy*YKw^nTWt%A`buKEq~ES4Z}(`6$#
zx^7LnJQ1Ls6v-@8x3R6`1{K$3OC|<~L&sCPV%OsVmdu!$Mi1^oGq=fc%0XAvLkFW4
zb~`&GH9dV?pVy9XtScoip-Cmmk-59OJd2ysOIBfO|JVxRfs}x*!_+q5m+}(Bcj+d$
zDiQm06ufYP{$icUKoA<L-z+vHiZ8IsX2uZHPNcrz9)u#>;3-VKDW@+1JRKBGSyMK5
zAbjP@&}+Fbh{7hm-UQgoc!nCRJt3#k!we^byXYu&M6^!*W*!6qSc%)X%=s`Glcv)M
znIEHtKzm1Hzm{lg_}<YFll6scIK1V4<7uI`B+VN4A#?D}EPgx_^+oN~L}1S#FKILk
z#pP|O+)E1l<Y$FR>zj!cgn~eT9e~%6pv1-N+kkAdZZ{96-hB?!nVfos6Nk99L2VnA
zN~D_s>R9<i>71ASC{Pk(+t?t7BW&3Nqrze|TIU};BgnYBR^Qq(6K;z)m#s(w(X;4b
zbP#JXuVeK)=#x9BHjA1rQpGImJ8qJl`O=__#UNm{?cmcny#W;1l=jpsU=BPb%-W29
zisAfp(;RI=S9|;<adMAxLlhbv4+2yj)8mP;9C-ayl*-&eooTRtA*yQ@_pz<c#3Kxz
z7mNcIZu$1LhI$6<Ci@uNE2c~x%OT>4eO`@au<jvd`n+Bf=5q}2T9ncai3aw|5p%Z7
zA|-_&oyX+Ob0nitI(8(6@#;z=bD{Ho_qYCqgQ#<KTVQX3z<F7tLb`%Aro?#_9Emt&
zrP#4j8zPOVXMa$FD9w*?g=|s7GQP}Mf%GUb@|0;OacY5Ey<syO2?h$$tr>L_%`#P;
zEogV+q>(WP6C|0K4zCj}Ko-;qPO(^%r7OvILQ(4b-1_%i3n<;#U;Rn%#eeJ=oRaGH
zey_dSdyg;Q^|C;NZ;r+JU6{Rm(dXXp$G-meIonJl|BrJ;AdtnmUajY+8E)?Cn7fqf
zy$<eP1Rg2UcNyt<o1>R&fP1Zv&+22@=JYHk8o8Qw6IWfG{&;g(YWx%bRQ;c3GudAY
z%;<l92RT-OcG27MZwjymHU**Cv1+(?|7~A8+;Z)Yg#AwUJWdLFcj5NK^7mSJ{oUh5
z&MUR`G`e_YmUQZ4%kJmDU;G7@`Cwf35P&q^IItD#wf*YGJ}Xp*{t#G)djHP{e^vUr
zVfx>ke7^Sp+0??h{{+fn7h-uY)dFIuZk|K*Ct~tYOuye5!I&AieB0B$WQU~Fkq`pm
zHq+cEI8yn9%XqjWuQ<{0*N*2cnBfNxb03_9A^bKf3XX$r23XT%1=-j3s?9q5`tY}V
zH@*$MeLAfpcyi<L)b&%h+YMB9fp$N}-l*KYD;@G#Wh-uTa<|)}F2j)Dt0$Y0myI;-
zRw_0S<Wv}CsH^&^3l}K+zBnrMWMtdCm+~*J1(ewx^g8-G=*CUJWvd6=gKMIVf@B4+
zO?NP_l60Y%Lo7G(fcnR5yRVas`T&rQs-30ttp(#Aj#w$YrO!-7v?y4a{|Z2d^4d+Y
z2CCByI~4cPlC{uUloE|W)9P>E7!6yoK^gS`=5Rwv={a@N3>d(KSVUtD?3%?F_{R6J
z#b^fC4hdB-&%LW3*v&JZt^>bb^J>qCWG)!zh{W#xr5;1U+_8d8d{A*~(h6w;=G&(=
zpqXXR%vHtXqfslp1%RPMt%sBcR<hND&oBr?wJjeHLEm&Zi&HOjHCSxE-Mk6l{IO%k
zuQ%cv-z`U{PDdW#hRa@&7eQHl9^q>67m$GX+C^KtavMsw;3cd*4_`7k%}d3j-M28`
zkkdj{t-Ml?=0KKcV;vt6FJv2RB^>(NiuPdvy#5Tg&NWvp#oI*SyOj)B2z!B2t}+kB
zvLz%1Fndk3ZVtCcGX0YbNLqKqV20{!h8zaUef@2&L`1|~@d?aCtz=M47U;&)8@b)L
zBHTmie|sdfFXwI<NT*d}h;5S%>TU4i=5ahTa6x9Z1qI>)^wP8AV@gPwi#?FK^Wi3D
z<y5NF;_&(=u?|RP7K~Xe)ZdVH<4|a?9`jEs^4VsMP_=|fXsEdWK&#Q>OumCo)~_*p
zJ_#-;C&B^NANfmE@P%lTSD{Htj3?{28_gXs&hMO`9BQ?5)zl54r8FsGNr8fBm(CuA
za5**s7gJjcDl=HNZEMUYq}!U1Ot7O7*TjdVyQe;!I0mGtywAP4Q}|$??oX%g59#K6
z;iF(|Sr9H*ef&Q%uU;WHn66%G!|GPnYlYVqV)u3lzV)8qWE8!_az6SNS`;2Bq&k2!
zT%Q^}>g5c-yX}8Q{qzZs8h;<p^H=MZ)h-gfKOs!_d-U|0RMZUIsQ-0l=gJQ%*8}nw
zeeL${IsMq+<R_2{-seuRwe_?pV;%Nhv!Z4#>U^8u|8o5!H#9nIE_@iUsQmGdklg=H
zla2TM@R+~*qpjs|^?3#Sm*<++<wf@biwHfx{+eA~;Ds#$=<D|U65f0nyfrGmf7O1=
ze}tvqm>^zhjA&;U3*;b1YR(Z?V6s$4W4od})1pF`zbJ3f+ZfdY;*wHL549o6fMx0d
z_eDIyw$``L3xcQ{%g*xYF~|cPa&e$`y<)=x7YSPsV&3^BhrNnkq8qOc#Peaa<2=JJ
z4sHq??d35RPN#3WJ-ZM1)w7oo7|FlTpYV}hl1@N5ZWr-PepH2!+ew2_!?r?VV@cV}
zD{Y_`!B8yWsfnj=#Iz{r-CJjo^Xb4y%?woDx_xKc@58G8<Z61IsuE_Aryw+7_VIHT
z$ffHGk+@*ru2+Boh1W`1acr2wEoCBU1X3}IqEKr+NKcr;d=_Spic0wnq=8GhFAO)t
zw;wnAWS1?Z7|%*5fw83?OwlBiwy4KT5ZvxdufHeOR`F+q*Xrpt%zT(QJD1>cR+<#p
z*&}n|lqU<JO$F3akhTMq*oE^iF@yNt9O>^-AeuTWUy<u32Zob;d#tqvd>3sj0asVn
z*LKcrz{a2k^MV69d3FG01^ns|&qhhq(#e^GUU9|<#{0V8q;EH)aHF?H=1aGm;nXPL
z#MjH&Ijg#|a}WKY7Bm4PB=>g_4Gk95ZQ0vXnVw4Prq%i85uw)c*t0jxx7zvx--~Q<
zU7@m+;`+R1<#vk?fP7YG0?WIb@^*alSUDnX@bj+*W2sZd2f~OPU1+1JV~VwHcZ7_|
zhwD50|Np;gL$s~MknO*N#!ZT9n+7@()@QnnpIK`T93mN4P79SY-<N-l4gC)K;&TAF
z)T^?y{$;I8m+tQ@#*Oam6;FUiim_UE+8wKsT!@^7vj#xxknDB1u2O%WZzhs~0#~CH
zD((~1;>Ihe_R0Q%$l$Ep_sxCnO=--&nEtLKH}JAqv|3%m0)xrR_g6A>T5nhk1A3x8
z%9IdWP7Odzlg)3Q+A?l?B7>H_%idA-fRalh{Y&Cmx>k|Jy%X>lqT^F?uZcg`knaEi
z#*V|C;uI9W^xQ$*Y@;gq3oiAgY&iV(Cb{$?)TwPTNj!SxkS*{S^T>8Tgm1|lP^uM`
z83>AbNmKHG#f;#w^Ea~dN%Jh#km=S<gSpH@kJ}}qDI<`8iL8BOtn^HY0`>LFm0*fN
z`C~=X2}o|WiF&VX^VI=D`V~8Md@TCVm^jjf2vSDJDnEtYoDn5rkPHNAPF-Zq@q2F|
zJrop_b|nhsyMk|Kup$DWLIQTe@H;3~lRI`+3&?&NPwCW_0(BR*m>z@Cq_Sm!&mbgG
zZ2_)pmEAdm_VZFsTUY&%7uL=md^PyyZa4`BQe6rjpbe?L>o(6s0s2}tN0NRiYI<#9
zDY&Fvze&Vdt>0<33~f$q7!mQX8vRqN@giAQ@)Vsg-53rStF&@*8oTf&Awv`&<5`xT
zv#(h0m((TdhNg;0XM=rLGqnC@{jOh<M|I&60f9bQycwOjZ}1H;>hAzX08AQ!6g<J?
zudt%T0hY=uhC9gI4v?Cze}DLdGDH)uNKc<Q>*F6`0?P=x6j8SGI&nTNGDz2pXFM>{
zyF~8ttyHPf7zcPa^%df-<;d=scARPlQ7~2jO5c8#7UycX)l=$6jq*<f?sX9miG6tQ
z=G{LYo+<1+dSDm*4YFdq8urV6*K~_>ns>vFyJi$T(6-u4kPWvc4M17V)adLy*g;Dd
zMZ#iJodj5{$KOVrA6|dvcRjcMw|@Uh_(e+1$8$=cQzs2S|Mw{a>h$<P3+mxfzovhh
zN`8BIcvsrpcPr(`9wbXEvMSomZcTwrJWcm!?){o~Tz!|eZMMqZU);2QJbm>^O_k)>
zIX(5dyyAUG3k_qhb5M(OfV}3%Y~WWPi;c^jK4hkHIg)tZ&-0swtm$aA>M31sZ%MSl
zelK#7SrD6^{6k;klMk%4%xL9^60k~t!|GCO6Ixa7_IClfJn2F{ErxL^h46gk#_791
zS={QbesRP5K~3KK*7ta2kR8YK+S4Ni_n^PMxp6?H89uR{QUQvSYKjb+It*YwJ*7Sf
zW#zC8D6q|%RK^2mo}EY#sj8my_{HGDz&qJ%<#zGrfuP37`1!RUA~0Py3OV&F+;Ls3
z*CJqY`J%nK+EWssk~TpKHCzfc+*({)P%kd^b57tI-+Jf4Hhz^sTMX-2jwoRZ=fhis
z<^z6fU9UOmdg)m`X=f)!g)s9lp{=QFWKiZos1&QdWS)?%wMhY*CwE@giphdaBYw-E
zZdO*Z=a|@siVW_WjS)K-c@54$*`<bcxV2n$)mZ0|rp7D5)cnvkC?)&Lp^2gt<L{sk
zYvOc+Vo=b34#DCc$0a-Fc<RfQro~GvTV4}lO$_DKu_6;{F+drlX)Jv+r%RM|_8eoz
z@(E$elIgeBzqJE$oUsy&Myi{CGH-c8P8PMub3e>^03QMvYecdj+r_MWmBHDtxYjOm
z>q-|<kb)S4M{(cQrW3F(o=sSZI~Hc6hU{YXeB1cl&He7kQTOYoz`UK^3m+j@Z6De4
zP~VzTmypLHfDr`%+5PwFv&{Dgg!UV!zaMC+TOc1(@(Z!*MF+tY^={*nu5vvKU}JFu
zSF^D9a2UboJ;&r}w^yP|kA;$zk9xHFbi(k}hgxQ7of_)lriad_fj{4LPVV;l6g{!C
z>d6`^<S45HD+&Jn8-k);(lxWg^ZRx;+_PG}6@>(kqdrBC|EqhtE9Y}<T*S}4{}6{(
zg$^$|Y|j`~-lGbq_?4Bv=z9P9zh5e_v{!{LPfsZEK*}hSpeM^~N-yb}{{AP<1WeS6
zOegveT(Z4J)y$W`o*br!2E3_n^!^-prs9U~2f`)KOBE6@+}UP>y64ZDV16On=u(9Y
z;$`p5h8U^W%2YDbegM56d%tEEvGFYPG{CCAc>dc#;pUfpHQmN1N@FO4iv0`LpnP4_
zIn1walpQru!zkN6XHgGyK<fW$)5TC>vY^rp3D9aSp~q~!7I^MO1!h65AXB#bi?<iA
z+^08A@Jn?tiy5{yTI?;%zwX_alvQPru5Jdt%*4SIRO<WGkN8C`cAtxv$#AM3Y5p52
zUik)kO%@8KN$d-}Mw_`W(r7_Fa4AhqNK}SjazHRkjeBaF^laJ7G!#&MY{?uCY7vX2
zvFO#7HEMNycS|j`n+F*yh_+)Q2bkI3v{6=K0s2Lo%003^9&Sr8v=?!|Hs``_Twxf>
zG~0XNYV>KTjs}_(Md@w8Q)BSLg5U+Yf0#awI-81M45nxlTWgv=t|ADa4P7q)K*d5^
zl)OF7VGi5JZd3u-)bpcj!E1d6<8ANI%=2xnZbE!P2z}>2$?T_KGO&dp_0Kt1XC?Hn
z2z&O*v#1PJMvIs(_o`FAk-NIm{~h#X=Jos)6Lchv0hx!mRrqX*VQ#NjYo=@CLCM>h
zE-KwghKoU%*rqN>yQ<yE$kfPD{jT`*`a26Vp{nlh7fo-5#6|!`-nyxOM8%dZny=+_
z_DnQ5&zAVEDw2RD&PusG*g-OlkYRJdaXZ2c&-n=vTeNW(gqtWqW_6)S>t!ptkd7}&
zxhuuW%cfq-(J-qyG!4rr$xdei*0k_qBsYm%yriweS5<ilQ_wfZ4Hgqd!6bf$CLd0p
z{oK@+<pMBvZzPzbt>6(Hh0N`Vk6-81Fe#WyDWDV49ia|ppgv>(T4JKf(KoTdWH?9?
zrQ1E_j~8(XE@N{+dI~kQF{3Ffv{$oxHzVjPQ8udw{_m(cDH6I7Z)n%K+6x)|w-sP;
zV3rKNptkMQw&coVlED9fd%8>=2=T6qksgum*Y5z@yXvwm+T5|_aV-fM4Yb*&fwFjO
z1-Pl#0>IK@K59IXfs5Oi&eU`v4f6BNqt-_&-vR2o9iE>nHYz<w^~^JwnVFER?${A%
zsd2AR-BCJ)XU|PVQRKb&S)$%42~R}M8vTESo%>&s=i~no5g|{Y%|o6L2s)V}4Rm-8
z515CtwK;WV>O7=)EDysIq9wx<+BO{?I%wtAK{rKhs9<>7P%E1m5|SErQ1MV6^3eBw
zfB%8cAK)+exUc)ZUWeza>sF#|c>e?&98bfY%qveweDQ5DYeE_(#gJbZkYp7BvqXm$
z^rU5y`LKY|KZ6yvo)fDdv6KX@K}l>CM#3h++!*Z9*Bq`bsBb<6JyU2bAFG>=G$zld
z@zP#Rw#eMjWTQ>*_VO%tFVK{dC!@88NJNqekSinueU0$+(q1tq*jL`y_qT;GF_T%h
zCgITlfMg7^1B{-ITJo*otts#VuO)$MGummxeJ{240q#*N4Nt$<0bLetr&StkMw32+
ze$};u+d~OOL}>28>bH=IrRbGTb_sKGiv;NG?V30YG&w1XP$ku+mfA@@+wZ)2@ab8=
z-s_P+-aY!wqaAzQFaOhrG}u@Cs_*k~FP8O_xNM-q!KH*>f8EhYvW_9v?abRC!c+yA
zH|CnZ9oxC&1V{hYiT>7mn)w~_(%6I7C+?sQxu1_=jTht_CSEGh3K*aG@W;MiPr{>`
zu3dHfrzkJ*^{2|0ZI?*#=dp$OIjl9^-YnLK-v7+7@K#{M9TSa1kOK(U&D-eyfzq4*
z3brh24Lj}+dftRo;--Fd)ej39kI}b&cdhQWf9+G9KOdX&zcb1in0;PwVV~;AyM3kw
z56c9nnyBQUrvYyIu;W7-9)(=ZMxTS<t{QeYeKqUXV|mxDZo`02EW1;7{Trd?)23V5
zE#<!kUutAl?{R;89TL=V8_AV8aLWJr@%=FZ`h9A^sY=0bXAaT4JGJk5oVIG?k%b3e
z%m>^T?Q}gaND&x2I6$h4rBM)`RzjkPr0=Hh&Ejm@tC~AN%log>@A=(3biC+WpT~-W
z!CzPI@u|3p%Kz%To2^^jUbi)MiL5`B$YL_o`|r4+claIrB)q7???D}y+ya?V_Pb8%
z<3%j8qhTj{X9?hWoYG8qF52Vb*uNU*O<tlm^L!A1DmZDR>iGz_i=2;gferAphoss|
zB@N#@2m-pF%n>tM26bIN7MpJ?*C58W^cd)y<K4ZWZg2A;ByikyLc(;v7%ZkH5S#1f
zUROe+vz8VFQ6N<4@I6K`B2}s=#MX^>JpcyUxZSvM;0i^EAA~YChX5TRrZ_3+>|~|9
zH!G-;o5id=^hh*RyMmj|tt26i0yI$cijApjr_;4radz}WM8Az}YgkgEU~>AFBZP?y
z9Fx&$7}@1S5LaYugs@Ek+2buDGFwd)KzU!X$x+(~Xklv>SZQT|iZf8mYIRU`RqbDg
z)uqYi(}@<@*S5aTs2|ML$K-Bspf=UKS+M6;=BME0UIg5zKBjG(w~0nc@xbWKghzod
zU>EW8Af`!YSIOi`7XLHoIk9+2RH=x1WJttCx2nYrqUsO@QBUaCHp-(I!cNT6zsrWp
zsCCJlgi0qX%$2M5;H3m><q?KXnI>EPon7|2NZnLd1j8iWU00!rSW~l+=ZgG9RTx~f
z(xh&xJv{w&@T{Ax<Zqrjs(vM^|2dI-bzgQ=<H_HG4fk&S%Ua0;pFHx-^wQ<0-iJ=L
zF9Mes_k&}nU4phQKD%eXs<QayH}CyEf+`RXoAodD!!?bAo{;4io6$cveSrGkY_hHl
z{^e@p!#4cmYtjGHHtsN=KRxrlJKVtfW~0T8+Ri7({K!{7tp5>b9`o$e_m|p!2R6uf
zr^kxkfA}Qy33Q1IoO3()8MJpS>v`4YpASNVn_j%XJ?7r{Fv&eMV?U4@+&dV^22xm8
zN%yPXpVT5u9qE|lwrwuia^x{{MjyS5j^DQDUwrn@-q(*GPUbb<54)bPIsc-r5qs$&
z+^Qi4AZoM=0JvtUT9rhN6<^H*Lqf1RWqQktC>a8{Y?X1Rh^~nytB$XrYxtCOjvCUu
zVEBPWfYvgR$YJDsSF)%Hg)c=32g2~qIH2CO?Zh-T<{7l+rSr3VM@|-oW%a{5S2J3H
z*w5PZx9jS7mwu>Hb7rbYOa(J$S(f<)RjLiyUmfj_2O|D_kTVXpE^^m8OM53>?o!Tl
zdkippRi#^U1%M4VGBs&d7-_~SHo)F3#pO0K{{Sc&osepW^+s+Efnk7PkVa9df7(`$
zH{jES#CT5aj8Vx=m;Yo#*hqCb$OyD<iY&P`S6H`Pn2?*%TMVqv8bU&W-Ah0R<P(aE
zrpV-ynIWvN+^w^(be$VPa0%+!^8`<(c&X@d!Hj@pELd1?Uv?`X!=%i7!(EH1Z|kV=
zI`2T_u*k0@Q-WHhP^yfq66ARlPvryOVkx>nZJe|Vn#*@;Fc;5fFL#xuu@1O_L_jIE
zukgkZJ2iotVn8cVLenP@rwLh;`M#bg&RLI<m1GwcGfJme_r(Hw#gS<`^$u~FW>|rb
zA&?2vljmYFEC&Y=E2Gjm0?AiXPtcCmL?sqgX2?p)xP|dWrn+lIc4SOu%`{Nxn|^NI
zz{J_oiU-RW^($4lnJg3Gu4X4Tcs8UUEU^Q*8F0RtnJD>%YEZmOh$R{E*Qat2c@t$3
z7EXVE29dni1@Q92Oas#pI)56K*eYz#p2=Xw&58r`-&(%byPwlO`v0>gKt<>ryMJx`
zKrZrnEN+}#y5djq8pSQEpH~+E;UKg!*8!dJ$#miS#8w;ebhu0C<Df<V!Uo00yqnP{
z%Q`xeuNT2cBR5M)ou&4E)t^CLq}<)v-k!}p8H3$HF0~I1xu}fjJ=3B7U^Q@*?#z0+
z`Rrntss$>pEwTlXKDm;lN8#HYAV?*W87nNEvr7l+d>|8myMZHYQ{rhW8Oj-RH>Z`P
z^m4l+es_;}+>F;Gvk=km39XWRfCOS7Oma+=%_^}HD!e~FBZ%B0lSU@^PE4ja0}}=2
zGnS#n!rEKY8iI5M!rCMcgPu%p?mikWLvnjg*>|A)@^FL*gmrS5c0h8g-$1TOvmLz-
zk!MLp+5^nAa`XUtHO$`5f3rNN>p`6VX6>l9H_N1-I)Y)S%a;uxNw>%)w?{MhNubiP
zIz&E=*ue>98Yudn(jbGY9nRh9Sh&*=)<axPmL>h2)=Acnb}8=w$aFwlgQjYx%u{Lk
zY5E%XuA<1blIiF@i`F??JPQlBrb#o(J3mE78IkN@O9RbQeZye*5ynvGpr{Vy>4x0&
zYsoY+UjXT+yTh7s9-l$R#re=g6e4Q8^?KYw>0HJq%Q@c-lB2$das@r*yIE!D+QF?;
zXHG;2!XGIO=2FQxnU$_JXrpsPV=e}(HG_gHCX9K$)u2c?HUz>z0#}RK(#LAu>phF2
zt}S(E^pT^HNUqa0MTnhid5*wJkJMb@T)&LRy)5n9ZOIlI7?Rs=#$`Af@!)w8GPhw7
zXCYJis8EU<uv6<!mntDN0xrYd@+6k(F|#b=W)&H6L7_4y(Sot4y}C8zkC?@b(-ggt
zCoxbU%OlsBxg1Z;`F2EG!9|7xvylg=S@Rkq!-cG(zMavCM^HewTVFR`L&J*0mOKH6
zj9r=Jy;icy2u(7dPd1Hm{#8_?1x~z(`c&CICQ?yg#Y@5Dio}l?@G4e5Mqcq#WY&N*
zt}HhTTl49n3|`%Jl|!|3$x%H;8#q!HHe_C}G`sFi(*N9dw&~l3@h`vg?7nh(r3rB&
z@mK=?tT*Ofn-B}$^YztxZB}Bd*a7dh9YIkgs-F_Uu+R#IRpX#9=OfKT*hu3d%>qnM
z;D51Za}D>}5o%WG>-pE$f7_R@cf91mZA-y-8Tjk7UjTb!19tZEzptNp^F>tM_5JiC
zO<%XsXgbal#An3E({ME<dw(0k?evA?oVKTJK3(XR-~ajY;ytM0i~PxjiapXxsO_Os
z;7y;rKv-a4!#dUGgmTApjja`{0AKs);`I$vztHr0|34zypJsIG-e1Pu#(**v!%n?F
znrT~BH`Dc?6RaI6p>cCpT!G9WnI~EmOfTzWGFsJ5{35)Yp8QdJv#B~j@^2FjmVG1V
z+mLw}<be0VlNj=hVODqmBjo)&yqLGpf5$cJT<c(2@=oo}#<zoIhQ^#-_eiR1rJ2Q!
zqNqDO6^IQk<Rytm<IW8(*T_7VCx1VgPo9wfSU9~-<Vei2?LokpF@rZzBv0ne4I%D3
z=Lx0S+>C0OaxU4-aUC2f=32NK#MLh8%B(bBN&ClJBm;u%BcRi}7xS~^0JyT$acc=o
znOo{&+EH|F^Ajwl0v<fwTCXxVe;z37;)L<gBc%Q(Nhqmb2UQmQRM(n;&>88EWDyN3
zg^-Q)dGcc9xl~nOl<|*^&rUyWZLdozxUPe3>NA)C(O4;sT5hKRyzB9SGV?EgvNcG7
zXnh7HP;{TyNW4r+@b1q(-gZAwwg1|kl*W|b(i(;i2ho1skNP)8Bl`6wbu#O5C&=Qb
zd-U+f4UdmC5mGcxG~q3ew7zKT{nhDsY0bY!0_`qW(;r5e(14bW^|68m8gZ*B@2jgf
z>}Y`{N`1`|`wvQMagpb}>nUlxn-?9YJuYRJ-Ca?m1JXrv%+LFcnv;D3m)yC8{zrG-
zT?`J{bLW1xHp%6p!Qt<~?jecmzue5z*VdDx^fR8eEoL>`IDGqQ{^3Ke2hR93JUw=^
zB47L2L7d*;@i6tnC)>?_<9GiRn0@BU|8&2$znSvaN`vV|J{KN~a#d41Xo$pG9Lqal
z@TlHe&wVZauMuR&d)deD?`R%uef;}A;<E~c%d12j<l_P39}XEr4W06B^mj$Qx%{re
zhmEbSpw(1@6|xF9TtLMwm%s2hoJ)~#J~G*ClBk*nEKk4H_I*P215|(wQ`>bb_n<t&
z`0YOx=;z(E3ee7D>yHZr)VVyrvM`c3eG<Q1w|#`!KJF`5aJ*PGVj#_(tEC*`CVw=T
zvZI@U@yn)i-?><vwV?qcX*I%#YfuxZk2?|tEKaxY34f9j2FSSqNqD<xV6$0ArJjMR
zG<0A)qu}czOK+DGz8s(vfktm5yY3Y;d2~61Hw_i?)LJJa1hWB^xOE4%J6udNsfXnL
zJG2<Kv=BE@e?BE5djZebc%_!&nM#-tqH@W(*Fnfq3#XZ!sdJg)vu+g`?&?s5aFtSt
z)YpAMnahV5Y_K}oBtzV}f!ICMk)8|_%u?4i6OPIdWIo(C0+(^TN6?$Z7ck;^<Lw8<
ztoELGaNjbyRqO1`R7ZObqO+P{IzqrD_$gn=kdKPM=@oi;$*4JjOojLXrrkHZR*CYT
z3LUNPz~rS@#?2Vi<e1?30b0ZN>GTq&eP{o&pmc9hMSPU!3(ZcM@g&mGN}m_JS{@}1
znn7k66J--spJcw;@Tsu)@T@g0GLIpvd+K74-D4DEht2WqC)DhOE9MH&*b$;M6`~Lp
zQ>8%o0)IIk-vSvyKaxd*wb$#uD01OKS50eZXnadqTBOuJYmGnYSH|IHxa-`TJfDcf
zWFp|NHntVPFK39G#_H?rZ|f$f>CF}7AuzsWR2S#E1jS4u-0GIWIAAc-Yn$44J3h!n
zQRY;H^SD8XS7MUFw3cr7jBjc8HJs~q(@cRqcyEf7l|w02M$P;_7<{2^)>olmh;#qF
zG7qmVDP4BD-M+oyIw+RX$WWcX5dj%f%PtP~C{w`wh_`hsX9z0_>}+B&x#6is5>^Vv
zut#f!ps2uw>-?EYTG0!D7-0LZ@p!=yaCC%Gb$^(_#+JUzABhe?@I^NLD9d}ef1~t8
zN1X+|!rR2e9yP06H!>F|1&<lERIxfH5?kI;GPOXV^8uB%)(p!Az)7?3NrVWy)rk7x
zk3AW6hOR(5O>Aa9L;n+)v#*mMQL|8n32~2ct}@QDL4|)r3?dAKEn0&xIl%9+Kwffz
zn{bmNj4D$d4Zs+wPQxGvn33pT>u@yY)F@M;#1qk3=L7?K=OZ$#>`TXNQGN}R0?`5Y
z4geo&F&kp*A>@pRFD{u>bvmOsdMn*ktwHII1m*{hsW<ph!hrK~Z>4=6PKn02oP!`i
zRj*(q`!cZ?U;CU10zQ>b-gRE_-zuiDK*0eZIgq^LA}x{y(q08j*ZEhdBFcB7dfT_M
z?Qy=1YExX_YeW7N?>*IZV^(*UUK8as(K>?aAGZ_+M@0ZEn#+3pH4+{fS5ypUgcJan
zWqaAAkX<^^^SZaAM!vZ)9l;1Wk2MfdsuzmWkXU*4jTuQ%r)^Y(y-bn8mYfBUyvPwZ
zd#o!&pQ;v9)x0iuQ`G1vm`>f{l%Y@g*&8lX2{T;+v9DOYMm=uScQ#V7&^jof=V`)R
zBV;TvM9Yj<_k76Pz;d=j-FVjoy*nliNHsfH<A#hKNzhDmFp@ECR*3dwuAOh0L_ZpV
zwK6>l;9@QpbQc_WcIwXV(~_|j*2C&E{~k8N-v~Li^TC8Wc`Q2)5M^vm3HDTI-t8Um
zJC1v57Gt7*@I+oyn_FRpcGe4KxxQcF4Qe)lDX7qkd+77<cg@MBhU|We_>WdGr)YzJ
z7WO{AQwZD^;Sl6`Sk~R|r|P@M0jr1cbL-9}jSJx4+EAY^l{8#Bz=1fIpP!{4vWfvg
z4x+9ui$BtJdpzz~fAeSH&jB}9_Fq)NE8liLb&knzINT`y405pbG7tFGVVZZ+I`G0z
z9{VpAG`@Y)cn1qcRcrrk>^|gvHNZz?)w<Yr@oL+%_qYD|;o)WT0H5;KLOfz`?c-~{
z*JG_{whg~ii{KEjTUP6<iQ%+)6L;tHE+NX^wW?0}^L%X~suaObWcIMTXRyIf-6$oW
zK~<gm{s?$~_vxdbFCJHhSazNEhgWkxE!;NuD?6!v5mC{7OwGzutnZ4!QI$`RTKBXK
z>|<tK*LATLtBg45XgF#VBBTtKEO6sZ!~0=|fLp4zJD(jcoN9lK$(v0#5pmMn*dp@|
zcl8;kRr7@woL-$c)DdY?-2tGJsqxXM5jDjye{B?~#Lpx{UH@d20XgTv30{R-<@pYv
zLlag-z~-I}h}Q}_yDE;9is6QxCQGiSzEQ5l$%iW_7Y9w1vm!z@dd?nfuc4sIU*4cq
zGFOe!AUjtu?Wz@=H${vnR$-?4nlV>M{6wW<L*KD)Rb)Qz>G=W+&+{81lqVAMa=*fP
z+-^bl@BFQosab$B-%%x}MCT}{*HP4^vN>5oDuI|S9wPEhkfen~RQ>g#5uL3iH_4W-
zINvrAS*e_cKSa0<@+Q1;GlxDQTY6x~R`rCbWx2)zgR=w^Pi`=HLqzg$u|7V326VR9
zuQ)manhHuZMp@~Nz}f0C{m*5-yfg>b&~Sf$%=sya{E=YEWVst}p=Pp_`?~h=hdnRT
z8m&*?9J}qqyz@sO?T4$rbu~ujm~~THh4<kDUZ<I`_NT2sE<{~B{kZuXH`=AKXC^-w
zS=@YY04AxO_}X3HSC``V<x%cXuzO8%xKH4PLwmgBaleOsIQA5dedYE`#f{6{@phwK
zhu41ZN=z${-I{dwp_Y#wJox3AQReEyHW+qTmh5`$@f&w{uZHJl5uwiyU;5|fsjq!P
zyaHpJDgtgiikihye>H+1wSQ0@3CaKE=~LwG_ZM?^yV{dNWSslwmBBBwXRqMuN*XT_
zyrqp+LAqagZ44CcNA14T|JoF;_3byEnS8YJ5!%M7VGTH%A^gqObmu9qqJtQ_tUkJ2
zf$9^_m7HWn)b!6J4y4#*Ns>T#{1!>TCZyQ(#3jX(cy9L9Oza%?EVYv82%hyEZ;f0~
zh56es24HTcQvY4O=Mrw_GDJTO5_)#EQ?OP}(L;xsDx_pco}ZG&rob)zwaOWuyNM<1
zo2kGNd1WV~w#TJmNFZum`ZL1L*OWz{)*hDlMCm?%mG4|omH~{sg@ac9pkJz9tu*Rb
zMJZ$%ngCAK@*hPM9<A81QD?=pG!v6$Rh2TXdS6G#XV4FK0k!34sump)u0>HTWRE0x
zE-O@yR(pC0_)H-1G-z+%2}%kw28R_P?Tt;jAG^2htg8rFp~hlrkjgn~8-ZeFaWcU+
z8zoB-Juvs>g;YXj4cJk*f=ZelINu53^o?W%lp2yH<y2}g1RG@W4_jaFm&iKhKySgs
zXaxN}vD^pIKGaEi3m${o<S|UA!uL;3Ft@{xL~V8zHafBGE%V+@gg~ksdg9ly+%of>
z2T(@sy$)_KB9Xo&uIg;t0@yO%t&^;{UBhztz%nsQTpos^Plovoa{P(awvp@+vrvP!
z8xwVFsNquURUkVdSI(?<EmHK!9Sgn9!pW7cdmo#D*KruU(;_K(HcYPZAXZUtOLn>u
z1x}p^Ng)B$^A&rngd10^B6kVp8I*wdxg~oRshCAb74cKzF*0huX1uUEA5Inw_f4-V
zkeQ}aDZ~TENy{wad0f9Ry+p*LKVqupn#kK;S}`na{rRHus2L~bX6g0;r?HJcK2>-r
z0syTAfVNC)N{yytQJ^n>LgD~MAZ|^TLpEJr9ep;$Gl(G=<T2#Ay8r9-c<nsyF(|qH
zu}`P$GYHmtf11GI4YXT2E)eMJ9c#jF9VKe{{{*+F$C=JYW-ge{4%&m<N)4aO*K0<+
z+mwln;Var({qd;LX9%3;`Mk&^(}V<#o5Q7kis8b7p~=z&!n4C!Pt4aVljr#OiE_vl
zoFi<)caoUQ+42Gr$gAc<_Jjx%GI~w21mo;xaCdSZCwR>7L8vDy<c^`n{A>}Y%7G9o
zb*;y2L58XUo-QJ_OJNLxL4-x5p6vnX(KNZ5)P~>d7;yf8TPt0)t4MEM#|zMYB6a8f
zssCEt$`nX6l{eI?SY$+QU>N_30UCm|cc5942<`<o!qf8MtrHXC>T2muS4VW$QdD9m
zN_&S4c<nGrwEj_ofvI=DqF6TMNH8y0FQ-n>K`^6YR}Nrq0lnyD!%tGzen5q2sawM&
z)31TE@20I9N<1|h<WbbKGq`Axc)<*mV=Nb*4fAv%$O2%lzRInwY)WN{-$*vVF9)ev
zjB(P)SZ_4_VYf37!^#RV64lUNDc7qiNjzSVQfJYB0`Nx7XK79gB}Jd){_@uaqbx)U
zHeKS~j0bxvfdzZtS`}n?dew-eSQl(|FYm5~$NSD&=>h<5rN9jW?2Vqzw13423Jwn_
zUE2n+IKcEM(GoyrfLO7MI`?2(o<L)WVByldgJ8*5H!GpkH9_&j&Ufu>gsz`xure&!
zenP7h(Ra^*U<9H&xknF|qQ%v?vCfj672McFK+G!`25CO`iO(}LGtG0Wa8;K&U-rA1
z^YVcaS43Iw;J8&JCT`&0_OjdZgaZkW=_&X)zcScy{&NCE#;PE-7nyFBB1aj~%PK~|
zctGW&ZhuG5UXat`-Ay#(t}OhyT?AOMfbix?q4w@t`8Ii&9kCmN>WfGOxn8MU$j?%@
z3{)#tENN3CLntH8x7?;Mj+zGS_BlZifZ;PZ&whw7^ItV&#c`d()tEi0{fX|+4}I7t
zI^}<#|10>`)vAQ+%{PCDzW$76{guAYUf)7e8y^7Q=A+oCB8<^gnD4{{E6hFu=WPca
ztL|E~snAgbiI)n}-~CR<)E+Camll*i_*<Z_<EP`R%a_ILhkb!{9@=k%X{6tGGCD2(
z($DUJ_uaJ1ZGT=liABKa${{P8V{Ll1Z6A2Tz%%2M>=W$3)0x-aw*_m2-TA>M<nUXM
zGj?V3Q}G4{|3yB0amxBGoQ5@_UvU51DW|@1HLc>Gr`Oyce@hF>``O8R9@KD0|Env3
z?uU%`AN<xE)fh_`$A0Q^s)lxMCkVfMvbwOvg@zeya@MMl<zc)f-yy#1HXDugXjwo%
z_S?OE`^?)fOP`FRu8&LpiR8b}9lq3v0GGF1tN=5w-r0ZNHA3RnZ0p<*yyDSUOs8;`
ze@8qpK_(;4@Yg$x48nOeFgp%>p~X~bms;A34L8$=AV5YHJd@70E~T(Y-~~&dEk+Dd
zYD9(=8kf_7q?UQV|3KCzcG^)(*MgWj8}4!Cu}N(aGcK76#5Q)m`waT~?T2^SVUK=#
z7#xc&Iz4L11!ol^^KODZ4r_7W9Ft#p|M2j8H4Urd+h6<))|;O^xpSk!OVx=UcTYK4
zqV7Js6Y!n2;GLfiob_H%IsT4tY(c+b?j+Q(`)XMJgR2&zhBsd&{Pg@bwf96J$|11h
z%<;ds|7AX|?r;YKYwz2)i%ZU&aWd7q)0FuzEd+FLU@xLTyv?qvNV?hp_Jy#J14o``
zZVtG=ZKWDc_Wtob=wXv4K;Vckil=RcrhMb6pI83BWkgO|<oB!O<f!?A#D}AVx4-Gb
ze^0;PNc-jOzPBOo+J1VfH~*BD*Z!3o_F^R{x&LGLg=cMT2lt$Nd1t8Lsol+|*ITl~
zE;-)8iZ&tJO$PlP?@JxqzFPe$c|b2v7W|X!J1jf!r=Qq)c7J#?%Tcs~1{lPc)aqL$
zSTHib<~?)LEHz=+Zr=~E$Pd$S^JNl|*dhtmD4Zz>s7SHHvcZvRl~AHXWsdgHHWcGb
zgrteYFVquXAycv@JIE?Djdfm49W7i8Kbm@VO+T%qBNd38KB2Dx-kyBhCX+ZBQ-;&H
zrTdg};!~Xv&IM@$C{Iw7z55rp=>LJe`Pnm>7GW7!F4@r3m*>V~3>vM@8mZg!HzD%%
z?SR)JB05qbGN71g$pU!(0QCk4L+Ct=ip=qRsWQXFnctK}G3H?=tHek3vEpfJdNEB9
z#EX1UvWm(}G!}4V0kQRf{^r+WDDjGuO@z?r(^-PD>#HQE#iOpT(g04|l{nwcr3goL
zLT)M;NZ`bWlQr96u1B0Zb{`39B#b2;c59WBqNET=*HUXjS2<G|1}6QGa#%;tFR8Iu
z1bNb^tvSpr1c(Qcx=JSu*>=f^IRgdZp4tNn@71tGr>8iNYx%B3r8dWxTQe|rellNC
z)S9*!Z$nxIKcN7kJw!$E6_soykho-)hzJT62dPcKL@mRT2nWxJJb!v>rb`|Xx6U-2
zK4s8pK#&<153p4c07=6`5iNzTq=V+5S&M4Qtl)^2PK#wbo6OR^)o73^o-<rLdcFcr
z3=_R{M|-FiuoL;=sT)fL2Z8raI035|Wz4-#kAt<&hPsmFv$MvlSS>IGR?Rx^JWd1>
zFX-nmZgM?#c!q#gO=eaXpiJvGij4Tl#O4LfydqodStk)+tYun(KAPUSP>Hu(8SWCB
z$iRw`$xYMRJVOTu;OI5;D-PR*D!BD`hdPkGf~_J#{2CDLkTTSInRdFH7(2*lH-N`q
zw^gMa$rhX6=$Ctx&gCGkEXXzp%H<+Uzk;RvdNpnsAr8igHe3}!cN)}MEuMzCP0~wc
zwmGrY-P1tFx}+s;Nc0eKOR>fg=4q@!D$@DrRZ(p1yj$gFn7>%IhC<lm#eRkBtnA(D
z&St|`5riU#Vp<C`>1Y%lcoiib)ke^G8%V5>qr=?A65=v?QjK_FCF_Q@&nln^IJ&u5
z4AzcDiP)uPUb9%3Z3>Y)W%55SS9d84_&yroVx+4^6(`)}xu5P&v|URx?gYZtSoxft
z4xdvxlV!G~recEV@!p-4>Z{T{i14(L>4?vua7k!MVX<p@-!#LUOwkjHiYiq`ujsL8
z<utWkGEL1a={QPMD%Zde`O9fvvzk&w0gBcBjBeOk21+1eG?Xi99Av3tfuq)SOXuHh
zV#}uy%}!H*nb+?$lUjzVBI&!B@~&$xDih-~$^6-g&50zvY4mtWahN<c735ZAMvQ4O
z0s0mZ5Se^j)cGouJ1ZNs4PRpqk%y+5-F4a*>}63Jd5Ca|_q?0btpchGgDz<%11$+x
z7`$etvu15@u)@0qJa7e@e<Uldef4jDYnO6IE69Rf<i;m$i^*aMC&@HgiqGtyQkkqQ
zsB#ws@<dZ=s9Dm@<qCY}JX}+<*0<&k<Iy^rk(5jzNR`LWAZCyj^-2aO%=}vPT@{@z
zykJ+RoQNLFy++KNLYAkm_Qb6bp|e2Zbrmx)WDuWi6BmIG&+U(gv69@3>lb>Uv&>Dc
zBIE8g*)-nF#Oby@4~bqg8RXV7HDG%lOjI=+p|qGvNIa}rZd~m$u)-@-cbZ8+EQUvu
zyFK+v)&Vg$v`TZ?R$~F`={qPwAECX1!3KCE{!s~z9t-GxVbX3@_Y&GVu5{e)C`y)e
zo4&r>jV;+8TGZgyudnUi2Uf2^50RLne!y8!%$SOtQOSao&mhWpY)-9pdee8V+^6{g
z0D@Q}j~<7zmj>pFJDF;2Sa4xXe{a+#XJp2>`$dPL5rl~HQ!E%U(TNj-g3u}qOT8+?
zYwW|BXTNb^O*gak{+xB^owC9o@_FiYIu6{Y<?}Vx8>0K=(etwp&A;wEO+Dpt$0V=_
z84%c(B^DI0-JkirjQ=9wRIs7%^5C(1;XPhWU+g{l%Mj+jSZdR61?pR6D8ydUJ47q(
zK%lP$<($nb9oljAPw&QOdvY$2_rg-tem;HVGpNK>-^bUUX<Na4b`jx8<=5P&2=&IE
z!(O$0x)fC%_<QiU;iKMHhxHAsZQoPB6YIk?^x;tNGlg~Q+Z1Ha(%L-SF`Llz_Sn9^
z_uRgB-Uc;9KR%n?D8BUP>_-$!U+rKJ;#%vdSxA+G=ieTOGOs-xc0926nHB!og|#mZ
zfIf&X0!G+@>Z@NsmhTwNUfTC|x!{74AW9J#8BAvkqKs8g`!oyx^=@l*sJ}PGH)!cf
zx929=HrzKTf>1k)!%hS7fn0mOUUFZ-k(yb3U0U-9dfC>ib?UM|2DC%WR0$-T;wwE%
z_@#D^wlOa<3Fb77ig**g4*m=hMDjM>_1=F5U9Efa(N;4DoFxK}DKfV2AJI+iZKXl2
zS=qza2KXK`D6pCZKx{(lyMQQSE`XD?)lh(dg8pb?+@L11>Xok_dp-#wog;07B=WC$
z!bO)KS1lr=tn(7Akq4oWVun;VoS{g}Xf3cR()X?(kY#pMtz>Vw4#aPbOcp_?z!deX
zq4tQ<m&+5o7HKnSul)nlgOa~!8wv>y-@8};2Vm?PYjJt0p&9k#1K1&eA}O&xk$e?B
z@XKcSAKzyk6#ky=(58MWFz~BiAoZSA<$<>ik2HR0(t!sKojj3n>HC21o;vujfB%N(
zn)Kza*6qL4PN;td`MfJT<!;#dK6|9yEa}MZ6W3+0v&!#XevK{Je`sGyn@;22XLPL9
zElppm#71*9orbI-I{w}mXz%{Bzh`8Bf98KkkuwSRK3(}`@AR|C$_Xmu`a$ypKA;n^
zY6sqeP`<1GUNI|L{P?~XdG7SH_h0_l9(OqO&?V~r1HJ`z6Zpno0%>n!LA&!G@BD24
zDsa4wr*|HS$iDT2%r<r9uPIvD7>Df^1BbTa#Fo=ZxhB<Ru|~q>z5<8JFm2bxXwojk
zwe5kUCP>Zvo~3H^+gLt{>T7v#VB2eXpdI2xf6z@{q-W*A-OU0LBbeAK>_F8hUuFbI
zv!6j2(h$bD)aW%>M>0sX(~B`3aqH2BwFAX*-_i5Hp@Z65Dlqss*%~>$s@bhDH8wLY
zOC|6mYwgp{1s2+ta$A`FE{N$+_AgOn83Y<xAHD_?u2%61P*`6*0ww2-@RPxgYf@$<
ziCn8FPo5ltaP73Mn9bbyP!=Hr6rAL1VDw5dgluCM`z|D&hbrj6@hYD1yN1A%hg+P}
znxS8p!*EH7#umxvEj&cSHGTJpUF!y^#7+5R9XMJVjYL1z-PNuHj{_v_WI&1sTtmxS
z4ET|SW<s*mlUhz?qlTmzo^mx7PWfUukN>=fh1%8)LppHaczeK7m_Kp@wsh2QH5X!L
z0HG#X&UC6TW5Ur-@)KZ+(#hbd|KeRggL3Rk8EY*)+pdtrRO0zwBr&6Cx5=<35#Kqw
zXH6eu44$RR%&Ih@!U=929O`INuJ##paSAtUAc_k~-56z76H?$fQhtG^vmX6!Kzmrc
zW7?}l-}FVs1{*|W8qVVjq7q2V2s<YMtZ1|jj(-z2lfB}%Rilf@f0UA9Q@YNI8(Jt`
zOGn#9c`2fIQI(ZA`%_g5d4xmum8r?qt7i7jLakg;dqxLz#=#x2?V?@ODUo{Gv?r+N
z5%Ig$6wmZ|w7ATOmDR_WPKsDrOK{$~H_*qJOzg;p1o+S@y_>DmA7Me!nI3?i0#!ue
zHqYtdUWiR9s{w4TI(Aka9Pn$)c5bWXboPe3bK%yvxeM;w{+8Pt*A_m5x~&iAZhWem
znX7Copmnr3DQ&&BLq{!-@BDFZt#IQvkDj+bA>%8K0Su52oh5m7&KX=j$@T~;EZdic
zQt-U~4}c0twvKf*#9=EfXD7vzaVIp5Dsjs-v%_0uNdd^tVs7#*Nbj|isI{-zdyNOz
zL}%X<u(u=sR}8xBqW4}<T|KJs4Pk+GF+&tZwspQwS&vpn&4{i}DbAzhK1JOY23xPT
zP4DjScVd46+q=UlET?uAkyOJX;IBC2Xv|dJnr*bEosFF)Y@idD!)l&fS}2(i(*+d)
zv0Na4=SmDOfVysX-Rk#@w>Ff{U?u9iG|>VcW!%2o1bq47^HNRCSfqT9Y1{a4kJr)t
zn8fRKN-~dY3_wLy<=C^ScCM%hb0HV`GE}NoKhS}BAD7`Eq-!$PD=T*j+yv)_s=KBY
z=6oY;k@*AQOW*SmLk1^xNMHVC3-w(JP9$!+S%!)gI+rtC4o}5mx+$K*32j;HG}_}X
zCh?I>rHQ=`-C%YQ9DpQLl0PHKGa;=q7VAyw&_r+LBmy`%@Jg-;CoH6=)KHF|9sXOr
zeTLmrV8t_4BV;%|AlH_Zv8&Yc!UO86oXV0&z=@<xw0LCsUE9qrRaY^Ro21PqwcQ|a
zohQGbJ0q?jtATJq{bt7Y9w*5J5<Na5u3FTX6Awlhk}bC8bEgF9uV%XVSh-gx8Mh|<
z3<6>@Fw;#<J|)kaPqd&XSWL7v<dOM14gI(zf6I8bfz*2{TxYdfh}HjkhqOR+*!BiL
z$+LG?E7Es$YC&kIEX$VuEPbI0bHy9+Cl?b^wTmm#B)qa*%b%AKXVz3xiHt4yK#Y;Q
zSya5&M}3rfoN56zQxHDxymMQwP((0lI~c%sSy9zIs_(B>@u+6WtWy5G7&Zl&T`B;N
zeKfx|I4Ixp8zgHM3V?yDsVueR;tAU7BdnGjzzssyCaQ(=YWA-J<`So~`GcQ~0l|2U
zr;_$Rfv&Zz&qw6Rg8CB^M?uw^u@f2Ywv>8&)>=*9{RqM%vC!7VpmahXn6eCyyspXc
z07TB3nU)S@554}E&R=f3-g)bk_*Qi%TUm8LzcTXEhu2<>Hjs&1?v~zfl4;Jod+#+V
z;`M_hY(5&@ukoPTUQrC6j~v`i|77C4b`{h0KG;K#6kGE3)9x1;<aZ~(QD2djfA^zi
z@X1Deqxis&#SdMQnzZ7Vqz`?5+jphu!sKZiyC2Qy5lD^whama+u+wq0gC_&O-rK<K
z7yauvxXV2C_HNTlr`KhImi^yDfAlyGs{i>J=&Lc?6_8J!Ra^UiZFT3yI_s*hJXPKJ
z401nnBD5F$?7K6M{83HLH@_{<Z@72+tA~3_Z|ip*HHbKWiw{cMx@21lDX{Kq<Uelg
zxPiEO{ZQbun*{|8UmVB}1MNQ*KWc92K5O*O=fb7NL)AQ_XQ9XO{DHN1`X<m7&C@NQ
ztB1A|rDW^3za7&5F7Cgkw}s=*SDVIc_aadHue!P%4l~~LslnFSv{|3M;vLo#`sq95
z3dzb}@JHz{lbTIIrPsdld=H2Gvie%A{V*;~TXp9(tn=p0hOr61FHLn$1G6N@W8u|9
zr*>W+sCpO3K7~p%yYOk<;jQ#!$g!O-|C{z|kY2g*&x7<@Z?s1v|MltchM?t9V5Z^O
zm;Mhg`2W7|;K76LJ-rrwvtPaW>-_iM0uvgfz?vB!JZ@Hr3Qvi6t-^?~wTcrjzgu}j
zDQR7Ew|jX1uckPgAO9O|iVfJ{Q>`wqz+$h5-OzYO3x05jY!=Q&va5{PxF=GOZKSw7
zGAxO<YGD(veGW>Pim!Xo^N|Yj8jq%glq3~SN!&2z?PODGel+xTZGqRTILljUgZ%MV
z>CFE?Fu^oK8a_a(F1K=BuM!y=O=^%p30U4zfh`T39LFX}(?@sP?#<=NCo`5?M$%Ob
ztt6xo_%x$LY&s_&5R5|QD^N^oaxCv0gC|=mI9v;m+B>TtY3!-xI=Cc{UORj<iF$Un
zQl63#)j#zNM?FWfSA9^Zc0w}C{;_f3yntb1>lE_wnxP@X;Z-nv(YZc!gp%e|FsdCk
zAEw+et+Y3lW18!XvX|ql<X+PZnQ*bdNHU0}ripoO+ehH6b~W{!UF-<X4kfHnZ`TDm
z-E+W2IffV-gM3AQw&g8T)T#;D%L17jU{TgnaueiqvVqdfYaG~WH*Zm7Q<n98OBRd<
zSB|)rjA(ml$AgGfPUoaYQqoDJQJ5=w*|<M7MwY&f$LG1}le=xEh6t_0HxuBvr!GUh
zSvQL%sCKcgmQqa<3GPjmCn60hs7nPVn#=s1YqJ3z7JeO`YVGBknd;|@7Cv(8Ojs%|
zG9{uXCHkKmGJWc1M`yR&c3zbwAoUh+QQdYanGRwt3k*iS(YKPw=CC%WuFTeraWb~o
zYbKVM1dEwWe5$QaL|Z{k!pSQr18jwkirDEO1G|;o-lL#aeh6q40Z}OvsnSODf&aV=
zb#AC=GN#o|t$Lm$IcrO+H*5h!`ES^^fRVdiB`Zcy^C8NF3~Th(tMAzD|D-Tz>vh_o
zR0Y5^)m}3%P{$xti`HH1BXna!lX)vx$UFpweyQ+c%;w|fNNA_OT}?D`Uxm|fVenQj
zUC;hC$)a@!F+K-9m$yJ)@g#G}q<Ot@fR$n7)NU#<lkiN$9)rz_e%DTus){g{e9X9=
z`3RM1(qZdDDQejz2qIxbP<?}$%4o2iksl4Lp0y2%D0$K5LK!DNDzXUbF@jH=21#m{
zWxfvEE+(d-+A@aRK4`^l2rud+&X~&74BbI)oM1YVi<hLYCd}pe!hk=Y)w_?=Os-j4
zoxDA&OvJ6#$1aF+-{X6_9<;}00NR)1OtOrc)-ol34${?jT?KD~CzX#q8e9!UaPwQ<
ztRhOOn6nE$8eKTu59(p~-Jn%j038(*)vD=Kiva#<lZ8PAf#Spbv0QW2?&k2Y2o$hv
z4m{a_D2}#AWhc1d!e@;6;xq#9D$3>id33*WygU)T>6}5S?)UVnGIA2rSWp}s29c%~
z)zrt-JLG2z$?s6E5a7|J_dS577C`{KTI`Br+N9y9V&B&R0yX{sAD@)g|6GBIQGWvy
zgyz`WCeULPq9R0mT0X2EXse+t5LaSIfM*y*z)Z+ji@=J@lbdAWka+%x{|X_&g0XvC
z9Gq+<_bYvsh;KG36?)A~OgRs_*XKN9@Z`PgCZ$5P1mpFIfe3RzlAOT~NqzSa31AA-
zbW5==jue?0(5C}3YwuN&OXa|wPcyce0DuvQ7VF?t&A~{s$ow?m@;t=h`E>x>ljSt*
z?$XqHX+Tjv%miPU<x8C-NvbQ2?YyPXH*UPFu@<SYA|NqAm=F55lA+tXHQJs}>R1rk
z7<I7oq1M}xrDA{C;czt!=q#q|FJpB?PSJ5lxQ;-+f?^_|;;>Mf{@1~JOC8;=28wf_
z;W9l56D2bN`-0=)MJ-*-dYo>Uw?hRE>bDgfncxa^g-n@B#TIN(5R7kS8i-PfJOFkz
z#FDRZ))W%S1Sc<^njxBq9A*#f+3HiGHY}VZK=;#_lc2_@gB4RP%c^7{wpck$M^WQ3
zLmaS|u7|KPE{BMf$z4Wv_4A|wb1uc127+nypj+&^%d!f@5XuumRqd)Aa|tzKV_J=q
z5KWAm<geI-`^_A3TRfr-sA07`d;w1vaanKsY!qbjd<I2VIqP>gaPQAnKK~=FwcY_h
zF%^4!&eKi;xhc0I(zG$<qBH@OsQ$WzQ_KX2p|*rn+X$t=GC468fs)$0f0cW5by}+P
zB<@1s6Zr8<Z}k;La6cb|Erqs#IgSq1dN^=~-v9f)6D8K|)tR6|RAc{3_rju+<qZgL
z+*`Cq5n<&e-=$>L<*Gta>^W&zD0z7KvO)(4-!x_WKY4iLWP{{RtE)5X%67x;2H|^m
zp?Z-kFd@h?{}JZ7CCMuK&+GfBpA7sz987qkum7kYyCa*h?bMvL9jd?DuAlj(2j#;9
zhk%p+yvV%ybjH7t793C>L5bX3P93bjaV(qRKmOw5ftNeK=k||%75M85Tlm$XcV5wm
zuURPl%JVvLzux(B{KpF+*4+i=!x3SczZIc;d!^Nf=-;63<mbB=Ksc8Bbbr`j)^_~q
ze2IVt3_G!B7Bx*hqfY0p_3kFfA67Qc?9UB--R0$;^jm@E!Ef$dXuEdfpOQhJg)O{~
z$7E=bMWHq7Ko|j+%U)Dd54W@Kzjk&SX<G7NI~7X3ShG;oSEfsmGA5k??b9xSTHLj>
z&e8Uk0eYnO<PULGl2Fzh*`NxQp8(K5@}so-m(Pc}9I&N#Tbmh>G3`kZw{Gt|vh#{J
zifs$IQ)PJ&I}b9gK|mEDsE;Fov(K6fF8uhnTEG#F)2Hkqr&$n6V3AWmy|VcaJLhP%
zqz^6dM3WB%5t&|<!?eV&|9gS{?caumP}Zr~6RHOBX_f|GVk9|uQnG)i>^FzDT9cb@
zx0)K??eX%xX61JhbL(BO>)X@IQC0c~w~$BI_TP?o_`Bw`&#%YsS&4VvG_;=ydU16O
zx97x>1NvG@SO}ZxzyAQB`(j%LeXcfM`r?a&)CyWfv=aMsBDNyMt!vScjJdgHfq&VH
z{2wXRdhVNc^JJfpQu{{hxZtwDUvAv^y77xF@tv37s;8QTGU`@0)3(uT9h$H0;{8U)
z@NehzACNd&1~KF*K6bS92#U-Z#P=|GU??$@KbJqo5rOJg{>m^_Qq0+%nFPF{L2Zj%
z$l;7?NDSf^p&NW5vUE&grRy>+*L7MqWfEdtf%$OI7EfW(pWvnDQe1@Fo$I^JkWV<8
zo=YKMY&GVVE$c6$C=>q6nS#(X149Z-k|YtQFJRtR>$|!X-mnUrC}uEJ6t<Bedn#X}
zq5f`Ax;>eN=~f;oP=6agEAF?Ybqi&Sb_<mopFz4W>Tdx`MwNgWmfkAWZ2QZ8s*o=B
ziWxzVu_8?RfacbmW&hL(^HR!a*VSU}vqB*eN~#HB$$e!+XKc17<_%U%<HjxJ%=f8q
zux|h5L?T~l?`~B0g8w2v%h!NSvNzKd2L(rpSe128vP|ntDgo6y6yAx6Y2~WgHAbgt
z;+hTYM3rC!bEg!+67zU89-RcX(+oprz(8ey51dH9l0-+R+LM9AXx+vqnIwpH=*Jrr
zeK;D<jU_^SEg9kf*m0wB3~)onnrg+nwXPfVR#oUeH`bJUam;i|GcNFfGb?h@HkBck
zs;TeyhH58P5m9V)ybw4|y`3Id?5verC)eH}|AIXmv0h||0Wv2~P)wxMzN9oUUf8pp
zxG{AZJH6z_+ic}|3^DU?X)sqC@|p<?Bb~Lhm&=R?Vvq@2H1*^KGs|<=oY&=Kb`=s-
zs&2}jx5m6TWg<W3*%cT#GgKCE$hl9<QsbK9sIP9Tx7~FmDui6Kqt7R#NuYT;7>aMZ
zolo^#7tmG>4Y_d%b`b?AeGo9XEm?16S50UK+u7&9gc{ggm;SJ+Wwg2hevo4dLb>hQ
z(w*+-?co~t^}zeC$-|G@yCb<qM*3KNzhZTyX2x3WfZpnMk97x$<7>boxSXoc95$KP
z)P4E<GpLWdNnZe#f^4K6pFx|w+y0+Hulisv-)qr6<qn3GI%k%HTuwv+fcUJJExh#q
zm3u7L0l}mur{lUN<xOxvv%@xhs;sW%JWDQ=NyMsrZKX!XD^m21*^AGht;#*0L9+*E
z(3@eqX@Wa|F#A2AGq98G-CtB2IJ8V?(KzQ)Cx#T284fjUL8R|wh651-w$~XFwa%;<
zFyNC0t)*(=M=75{U)RUc`78E7zsD7&M^UWHDU~s$Fs7-*AQNdiX<|+p7T1}y`g-%$
z@)-4G^j<iC?O0%Aq(T!@RSWJku+D{8tG3Gub}1Bd)GXaZspP88`e~qgJvEWxq%c(;
zfeSd6?^Z1_OB8upYkh{w9)RJD=V6v7b2F=rh9+5<EH-l1Z2_n{8dah3V7U5Zc5$|^
zlwo1?Z1PQd*WU}JOR!RabUmxa#{9kpVYN=wuJM}a8)xCw9Wo}wGa%_GD1Ctu(ycAl
zQnU3a7@~mGNoc(cPC5=wnMQ?r1HCpZtoB+IY(!37*W46%rem^iX#CA%)+t{YqU;!(
zP=&U6(UgI~$8t+XrBW=V25{UcVE}NSaZXshn8V-2jwTrZHl2A9VZrGhc#M-2vQ&|!
z(ljjQB1MV!CxQQ-#pED(pa4bgYRC`?!p9<tM1oOBQ9p(V6{_K(_)az`$ydA(v+UH8
zi<--mPRfDDGkCmuVn`}31sY3~O3UZCHU1pA692>WbKDCk-PG^$40!@HEOMx!Mhi0R
zTh%*CVc?v&A&IU+SmRY+MFW@tmXmR``e~9yWS-~TmNJ0|3Q|S1$C>_Ih4$)LIzr{i
zEa&Tt?YT0BuZHQGW(+U-B8t60GQX#aD;rd(9x)Y4T~~@XMubT<Wa;1X-%^2-bMJKV
zdESm7Gj6loamq9x+)s$u4}*75>J9W01p_td6MJ>K{+ca=rje$SWi7ZP?!{*(Jy)R~
zcOkBF*})cWCK9r-#;gXS@p(fsH%bU5)&b~u>60|CAOhyF8^ZeJ3D31xbQ5vked`Dk
zc+F&iq%aa_*O+>y`1U&u76CT{aaaXSkOme;WU<uW9M^=dkouJy<b~8yaZ*_(X(W7l
zSC2KFR%%>#4TP-%<KDGGiYvYj)4sz|2c$1O5_pbM4i}-HATe1!9fBLz?mj!~=cGd^
zdwBCAsWQx^uJHxT`=6_gAnj_XEMcD>=GzMzU+gRUUSl7y<n0%7r*kt9sGJDZ{PB0-
zRvr02E<k@h-q37({q}Jf=+a(Vavc0&ZF1o4y~M*nl+>W~*w1Pax#^l~@3K#p;N52T
zT{!z&ZRoB0*FX(V8@N7Cm|LqFuM5KtH?~y#td7Y&72EKIHT};qSA81nc#QWy4UGqU
zqQ;&=ZTMOt%536s+KG`LKSuh*Oj!A^|N6z&-CMTbt{!@M;Opi7kN2aVeeARRUijaE
zlh#lEykP>y8by8mZZRNm0j*!4m86?E@Zv+tyS|OsVe{#>OFm=uXRG+XesjyG$?Vjg
z*b8qDx%mKsb0O>i?j-#`Oj*tQse3t1uP>a)J`<aCeR}icr8ZP=xtm>SJ_-dg$onco
zx_RQak@D#ShrhXfap2p7r?9^n8QwTigk`<?f_CW|jP~nE@K2AGs$s|9NBD!!4txc@
z_De6*-0I=lLpOKBKk(x)l<l(9A;j42YuDqiJdto_zw3a$zTM8j6a`I4kj$PAB+{YC
z1l$j%&4*FL$zUK{Pp&c}n<oEiICdw{!u_iBar4P(!-~L$CalJOZ!`?$UMQX{@)W8$
zxD@x@^&Fc%8g`+8Fd3^VGps^S@K=SATxKWQb(L$$CW-R&Kzw?gFl5PCrq!n?dKFBM
zpBP^2QsES7BtU-yt(9YgJm$i1VIo7ZJo+--vQR9Wla3kk=Q{2D=3OV4g1&q87CKk-
z3`H*e5Kb{LKJW?_;?b|OH4BEsC&y7U9BDo68N|ewC55xh^Fl~?@5Z)`tdGsjF4K~k
zvPFcFZI9^<TcByplJ-B+M{lVcQrKnv#^4p)bXrX&soJHOT}`G?B|^T9!&(;*R&=Y;
zVVB&q)7gqo243{qOmw*3tZTKPW&^dP5vtP<XR4FyX2YMPnh*DwOimedDuHxz0H~AV
zHWEoig!$c1FP*$<<<>mP$fsxbt(VcSfchk1v^JnG-@dpLX>i#eRhh{ox0GQ+<Fo$~
zp{Byg%RO<b(kIRCu&!%U36pcfL$X0;4Ca01qAg@LeBA(4K}L^FGnh(mUJ*2+y$*~;
zzz7S?C{B^#gveg_C&G79-oGZ#%5k0cJOM{X4lyfGYsRZ_)l~|vLQS=4fb1SK5-BXw
z7qODz1(0M0XX9uE8!m>coYC>1f&WL?yT&DX|MCBTgph|on}^|nfS_8I=mr{|^F%`}
ztIcUEMCakFh=<L?@BkhP5)Wu?I6QQ=+A1wPl?OCDHPo_Jh79qLt^?wsJZrz}_j~;B
z|L?0ec*u2qKJWMI^?Vjx8@QZjR!?QAnXA@~V_2j1-zzIU8j~XtO9D;vY(!GqUAJ<S
zR+Nn_a1}In&K?wwnpMrEm+IMe1p<~6aI5j^_zp~T>r(SlJ(<)jNxbjAU!hsnwh1Eu
z-&Jx@xoeY2ju1$*jOAwoO_8Fl+U^f9Cfucl+&%Ly=Z&N<(EZQ)d206qVPd}9OpMJd
z_l1t9k#mNVjuCm~&QM!RiYUR1+S#^1)w#BorL|H|ziN-CTNgjJEx4lEwe4D%(t{gK
zM$aU3OdW)y{bZ=z5}8KT!=cFd-|K`q@(B;&^z^}h{oPzVoNC-)2lgk}bs?u^C2>kn
z<>-HbX-?xFdd;Bncr7jlmmoKY$ZM!=N^hG^siO*K)0rd1J^!BLgVbY>^LH6>k*-6n
zlV}=caKk=esI5q#Tpxi;l|)P;h_SNqNUok>9;_~7_LVzV5a-2ERI_Q^D)L0SmnGIX
zf}BUH95I;07k@F+n3xh%3GDM=U8f|=T7o^eFl<1m6X~a;fW>tGJOw}YFP!SVUO7R}
zODCet3X4&=o=Hn*5jsx=073jC+NPgtl*7Iw>VwT1e)qi?+gToKA)A|+Peo`&N{l3f
z#}k)A=ZYuQ!xR9yi-$zSGsoq#hv+I(aVNUJUqoO&&TH&#C|<~_Z59f&UC0Mo%3|@e
zm^$YkPX}GwM2;<V8l0O}Ig{6n!;a}tWswlLY2^=D^g=G8=eagqT&0-HKa%4PjgDxN
zrU{F2Byo8%+xpy`s$}RKDuNj~YqUJt-PhJsZ2p9$Yiad)WYG@b54w<(6!*iL<wkZ)
zvC4APxwl^INS316)I9`fg{;*yPM*uCiJ`RSJtkzg`x85sRslkjUxT802G{OCa0SX7
zriH6$6$^lq7_OL&>=u`=M!`m0?@4yNAEzVu63swuEJ>Y6!vo_0_{j(6{pRwB^g)gZ
zLC<=<Z&YD>V@&J<xP7Oe&*nI(1hyOBZ}%T)Bxrh*K|OM?F8eO>tc&-uj-{h2HLJyN
zf-Dkj3R%iC+xQFu#(wqX$bbTVi`1J3sGO~vOC2I3Hs|aT**Hcd(7pGJ+hHLoT%UMl
zvmaN$Q_sZqtPXJX=J>_n4MRP?45C>r&xz%AX0BH%?NT61&U}y|FhawuuKDo=OXV{y
z<dhYFbfuBmR=DPuby$s(rhW3OSDF<T(MdR%w<gf%jw5kS1?00l3F|YN84JEXH{j#Z
zS^3;(=e=WnXd{6J<4-bcx2IMqy4U-i#|L;Nj&6$|i?;w3Bpir1I+147FqhQoontYe
zke~|mFKn$v)3y&esf(bpgabx5Tu#4Kre7FI8<1P9d5oFqE$s1Tu3G}k|LT_&W?C}p
zu~w(1u8?){XA)3&3&;par3ho>+&mrdSMTsN%@Ru)sI|ez1NA}qP$NfS!Gmm0&`i5p
zPw^lVk^Mc;8PqBW0p*#(Cf4H_sT)`9Dw0;|Y~krSJG8fl7<BoIxBG7IIg@bZ;+y)T
z!`BZ;uk0*`BAK3^pzAb;g52QXVE@T`3o|bDKR%<~{_XAm`oLdceja|Y&wCrlKm4D7
zsk0Yuf&F*yabdFaMn_B?Jj?6yFd(?#Z)LPwP<TfTN~=cBmE5xa>5sFj*rm~o-%W=b
zUtYLl3?Xc1<YJb#146|NKT<NfNPpi)kJ?bsttZ=TY9+`M*|Yb5t)`nA?O799?@KI&
z;eKx!eBig|`d{z=dd>r3ZlAgCPuagWa@#KK?%#KsFrc>{eM&uI<Xd>+MnHf;Usi*~
zg{=j%;4j`bmoGL-H)^lbpt(CMXtYBic{MAcoqbOi%%(y1B^56&VlLbSFuB*Rd+jVE
z05cv8Z=n=!PSLQ8T_!AJ8|->_qFGXWbCcNv#1WH<eaDX7XY|`cjj1#C$-mXyxz66T
z_u7kyH@8@r-NT^O{~g6R8G3}A^F*wkKR$dj=2U%c^5nkTS**72^6h%#enhYyrfP15
zmtGzIJN&`oU)9$$p9Gg({CWG%iPv+poOAta3;7`n9mM+U<n#afz&XM86Jg&UQC=bK
z+S_tu%y!N1+GPUze~_&2f0<2~+3i;Q^?>z%;k*5B-C_CNdh^4+|5Y%`emh>!Dn4jo
zbm9IXb=`DzQciG^(#|<9A|SWm;qC)3^A;}d@jo7qbo)-QJ=o)T{fjW)vm8&GD0W7}
zq*?Wf8Kl_7<3nmz@`H_VfQI!e%^@K^t^IYGokKLqWp4|S@Z5yX=0?<O%|K#inwid)
z2ddK9$c6lao8K+q18z*VhUgOZ?>aNzNGb#8DTm>Xy2pdB&|KFhp>l3N8>X^Y%Xa1R
z8dHI3x~N4&S^;swpvKR`BX>pS#gut0siP*b6frJ0g(8X>Vog~9Qp(eYbCIeEI<5PP
z&$<D>1B8!$zeq1$&;GDpHNUva0A@JmyjB^a#Qn)|5qK-Ks%fLE>n^^a@emF|uc?De
zf>9OxJ*O(L>jDxc!hS!aJjDV~99Zag#1yL8IoBdP#|0xJ>=M?1g0`3x9wR22nN{|+
zv%{fiKB^ou7Yc?XB(;0$RHCVw{9PI=<pgZXY6Y8SlFpn<t!SKgl%V1=bm3id_L<^_
z`n(UEFn#Whn}X`a3P^7|6-W$}U@;yzMl$(B%137_+aK3cm6PcU{xG|22*$4|Q!nY`
zSi_B;BOQs}eJVXdmoF47Rn<rU<F7Ib%PGS(W!Su;&P6%aP>aV3I_~ky*t)|0GQy&`
zj0EbR--}^%TFaFQZ2b`f&FOIX0j&43QsW)EBZDd_-4Et?f}(Ra!%@!V>$gY@Of@Jn
zKv$)0%(|AfAD27tn22x)lB#&BQ&lpDbT7004pB?>ixdgHvadDK5~APs!9EaLsWO_$
zz@6jJF!9E2tYuQAux9gkCobGQ1Up4DA7lR|2hMiRN~1P8Bid53{x6c?01K*@T6Sb?
zB=0aDk&LPo5LV_&!-Nyawqzqx()*kg^APFL%>NAHO?yg|*`m%*HBcX2rcW_N{oKWF
zFhHT2VYA)e1diU<kL{{g<?*IGM<f8JGoGqsP1CGrY{<$dX%d#U#Q|KX&4ZQ^=qf9T
zn6NbTX_lg)R8&o1yJVhj#>)y;7ZQSDmkW9vD@!uOE@qZ8CBh^r{xpu0OAj)nfd*Q)
zLbQ!`6k;xJU7u5_ptWp0xR1=~Zqts|<1Hy#6R)&)YkPX11BR7mZ5<vQkFXqq8o%2J
z&T%VuTS)i%|JpHQ|BvZPCRZ68=@0{t%{f0?m%I{6@v~WKP1n<d?p~XJeg-XF&L-0R
z-k-P99x}TaQD077KlNuxHK3NKsuLLUbQ!KS>HoJx!wD#v86$I(a?pvBCJ1Gk89p7Y
z5^}(@RBaMT-wmsu(B;}sil2Eq>+amDbpN@RV)4%WMIO1T{nF6WETepsWMXVVYD<Vf
z4}tmkAW4SUCW@iym(Xj@$mwFT1AFW(3ZTSig7I5kev{S@%A2+|IYLPI5&t?;L-8v;
zTs~ZE3IN6`Po<66{CoA>bdUsY6J6g_KMvnstM8CPq;~drr(#0F3P@sP3aRbh*p_{I
z&g+y_9f|N#C&JHJBB|Qeo=hFOubGmMDb`r^6DAfSy=jXpmR696KlRMiPw83SA>!7V
zg6z#64#W;>(1QoT2pdkbL`Rfzxszvmp)fK3s{whs^&Jg20)sxSA5GH3k2M#adx{?D
z=C;l$5@^d#_yN9sQ2H!kLywfy2*!($K3CsnHG3hKMyv$pYpT>mY(zdgF=0m>D%>fL
zf#pm@*|18zm)5e6ap-yG8mvsN<Hc(6s1=Y=es^hsxZ_o`vryLA`&2b&l@~_`$4!YJ
z-Vd0nOv9a}DG=)CZjbdyWNK$0jFnE>m>>lDF(T9+fWa6TE3Ja8Yyro0RzDBB&a0#;
zUx~*o9e)m-vTPWbUp1s_5>8fIIP%28u?X9cZr*}F+?&NT1Tz9U^f*Y&GIYxGV0+Mb
zMss()B`<vlu*DbL&5ZP}Nka1?WQm?a-vqqT<XkDOpWwX<>MhG<XMF}8c-E53L3NU1
z#MV753&?X)I4T>_`5Ba<pOo+lv~InUN{I3oZ{)Li5oCS+1Z07<v+{J0N1-+b67U)1
zW~lH~%MGh08MGeX*W;Z<GaX54T#IgmsRE&Cf<m^S_>~xTAb#6SKBm8Y8HVV$nI|`I
zPV%y?3xsr(b%Bnm2J>J<@<fBH<EOyO=c7(#&A{O->E5^>*NG4&jVpe5V+MFHa`Shd
zjEl5mn*9O0xQ9kLf37Ut&t&w-f34<lWVl^TiM}qzx8Ul+R_$FUlz;!XppPxV{{`<=
zqBo{8-+?Sxh+v^fxPxEB)0V>l&vJhZ&R#uz=*aEU{$~}Zj(;6VHk6%F%x)gm`-%12
z-aiiSCy(xLEWL2K4k*P!+>T<vD{P0zD#z0^=Zz?LtMjh3*O}B@Jfl(EG;xo4m(z38
zZ}#hmWU0=ovgR>*>hZT!HLB^m?}Oid*mtFVX(Swx+qBcWJbyQFI`qK;<_imZ%H)Oj
zs?B4;Cj+h)4A=ccxRbc=lu1rE-aj0Fdg`I?+tqVl2427Y{ktLa_ch0#m_EJu!wpZ&
z;{b>WkK<9EaD5+9_%px=hvBfULeEyVvl*0|Jem6Ty=LGq?2*vlt~8m|nmu^Yu-E5E
zu&{sMv3(T|G<-RFXEEyg_33!RGFi!P5%b4QFkvLZVoZ5TcuSqi^k2h(JLQ<-m)eg+
zPHE7Wm-U5Ur^58!SDQVXxbl|fV{5;DcXKNEmgm<O<A@s;64)6$zxJ5>SG60StKYAi
zz8oUU)T}xkG9}h={kdtj#m2SC_e~p9YKq3gxr=&^lKf}rqkS*-lwNojaOK1W{ucxI
z9iq-e+an%^52J6{KUph7-e^8wcI}pb$ll;1rI-9@M|itDgt-?X;uch9*tLZ;%9qK5
zqT7$YenU$*e=9k_nP3|DPPip|ZMVNHgm~$1%&(S#iEnoO@a}&P!;YV{xqk91rrXC-
z;>(|K0O<r|aznQH@c5q1y0>W_c(aqLk(Iear2J%f|A-!5$(l@=M8^Ac0k2Vs%~M=*
zRIjb48vgK_Cs7}Zolj!sST}0Qa=wTZ;R9WHtxVQvQQ|rCawHJ>b)g%b&G{x=>^h|t
zP<r{;fJbvv{&G1Yuf=S6nK&|MpdQ%*T(+&7(N?=aZ3B-Cl&{q@iQ5{7pjt;PJI;sS
zAQVwM-JB35la2e`QDZ1^y@up~0|ZX57ONgW=kl%ZMAY0pup^mimrR>2(SY0fM4N}r
zWi73z7R5C^sdZ+#?lUfqt0K&L(OD`I@81DjIOZ)KC#E32GFxa4+t8a~yf~xAWE3wj
z=IBdi%?-uRZHr$!1eBogMH&zDC8xr^243+qAo#YPdoVBi@xWAuTy$_Sb*<#m*ofi!
zO{f4}$qUcv?Ve>9!>M5lSOB>esrrx@`2@M#J+Z8#lzA%2WTeyngVjAS=(Oe(TB3#6
z$qo?7l`GcW9bie}oaKh+@|va0naVIm=3~1SfpEG2nTZy(N`iL8kaD4DZ-$AHTrO)t
z(s*53$m?YV4Y+%f5!B9NqdOV$P|}3EEfy%cIx01u{kg;p{EAb5d4hFMmM*<*QtB@T
z!mQOOOhwB)7HjttTIh*dnd`0}8M^QpWGG5zyG|c1$jm^cB)g1Z^;4jXApM-_N?oJ3
zNGAe?8rtke@u}U*E$wb)hKfKZp&UW%U47{WhOkJ|)2dydjVY^6Xa!Y|L1&C5*f?gC
z^!Dq)4lpbv0%U}vLo&XIi_Z>I<NGg?RI-|`S7q)63&cnaE~aRGRBqJE;j&2Jk%^^V
z>AJWvC@$l$g{VmaB1-!}9%C*jWCX>YQql`BQ<m-XEgLbV^!`eNF})SJn46{?_KPd8
zgk-Iw{q&3bonX&7=~Y((G>R^akS<D0FlKRPDT^rkd=ktbi;FK*RIE*L*o1gLPNWsP
zVVY_%nhUK&!2<D{3HsTuBzc{n&!A%j-+yOFt9gz9kyflYV`{thO5eF0IKaajM`a(p
zCtf)tz1cC3<|`v@CesVEg2ubr$xiZt1zfm@YFLdtH$8*mvhu|G`pp|4L2dw-B9IK6
z^?hYtmR;tlK9D6VJ3uN-Fj~pFv8{-&-%pUyEAZZ6h<q;JRZ*U@YKbP`s3?@w_={`)
z67Wi1x{R+MADsYp>M=ZnO(wQYc~H!t#+GDKJE-HuDa9G*-iOFY6qDUhR9|jsN@=*$
zRmJTen0|T?J3?wL?0ihhs9WB8lygG;Or9Mst(oM7kG_w^3nBUb>5W8Yn(0_$gkw^t
zzH7mi=~s0UgPQCOYh8GI*HkIX`U)Gg>H;--6uK!RQ<f?>0fE*M-uGZRwNhrkKWc?v
z8lQ*}Lx7;h1dHoWY=W|qF-BMCB-UDXij{4c(ytPs-inknfbGNM?z1vFi<y~@zD+y_
z%Q4(aN!LjcjZRn@0y6Bb$I<Gw)k{rnt0yMS#R^RbvkQo01`-_O*F(L1&b=6YWb2ir
z$vKtaDw9<k(DNeP=b4${8bvkAaYMa?x0>LDvS%^k3mBdCW>c>KyIR%in6g6m;7uE<
zS+SDY9R_T3s&ezbVKy{<T**i$niVw_KbA=VXTlGtl}+!;keSw=1@L&TXKRLH48_Ba
z7S8nfrjbZ7qs=-9$D13G8=YDB83b`LwfA()0oGA^DEmwUnl=xcf_;q3+l!t1Lf~jF
zXsIaf0=l~e*a#CkO@LNv`W@?~0W(}le^Ga%JvE?zB%oez&*6=fHZ9jab!~z<!>tfV
zHAC(Gg%Vju9;pjI(xWj_Ae=_>R#nOkdyttx@)^|g(*EGo>=9(XUwRW~spolh55}j9
zxL~gG#rF?J?TCA$q0dG)B}{M5dV}olgHC}l8Kjv^OQfGfbp**w_8!~{dchLAUONSq
z3v;vP>>A01VH6_QdzF_duF<5#MKR`<Tm=#(c40r<v0~Yr?*;F8V|{iK-PceutkRQL
zEy*{HCzesDlupMyp&Zb)=*rm`MLx0n5+u-g(Ya0{>vVAPvd9D6!}a73jFLorE-klc
zdb#Zy4IkyoYpGQE09H2$%e2uBSg<Umsx`E7702lALG!}7{9SQNL=w7RjY9_R=a{#i
zS#0-c$wd%VJxk+gOXyG?&XH0<h+rl_73OMcb#MAw&tfhH0&H*~`}dQSugdK)m8ME|
zHu*rvcMsP7xe#;v=r8}<p0&?0;J@7-PPa=hNv}%_JdV*qzCZHA=Izoi4j+Dc`_sGn
zfWXpGqx{>quX}}tn_fKii&Nc>D^L87=i6NQZMdQKK?A^1Nfl3?TM8&Hdw;v&pO<bX
zN6`Mr@9zKFMlLsMJoMsjzP`D9ciY(6J5Nyejj!?kNr8BI6PWRE0s={3pw)=lWAyIh
zJC47=*!`|dsy()ETTIB?;Gec{BOn~$A@-iou-x~p&wsq@R(9fHsPD-a-Hu0&f@zrR
zuYMDMvfdmyw#}}>h<l>pVB{M$Cv5l5U!NWS>$TnY_%B?Z)}7Diy;#5ymu~%j9D1SU
zADr*o@l>O7$oS@(QA)b6yEtRty>E?AydD2VirD6}%kg9&bZZSbdMQ0j-r1La%Lo1P
zl@|;v>*?7Pkj&jQsH&B<i@z&x#vZJD&zAo8&TI5c@ONeSF5U@&Q(v>a-<R&BWY+`N
zYQOqgeSY7>uP?cf*xO&^sJ%Qto;s2DZuhRQj$OnC-Q0KbvTi0ksrsiHU4D|6CnPex
zk5W9<JrCQOEJ$w+5?C*batLD~E<e6Jb~0Ai@@>eITWZf;{vmx1ySGEH$9%u|UD>tD
zf-{AlpX}MN{oa6!&ya_q3xO1A3DmM}Dy>`{(1;IAXYOYubTR2+vRr$@E9xFp_M-c@
zTgNL<s<7N>b5Tq2GMD%c!-`AHcNw^ozLmh})<F}}S_}OTT6Sc0HW&9wPup2&db8ID
z$<S_Xof}ghwis)+)!wzD)*s%EOv`0VT3P_>(N<gNkp7&id{Ub8)66@oLcg3oK6y;v
zkyqYnlKs1^y^A$#ls_N?4l0hU;wZnDixr(@=u$D9B2<LRN+Xvmfy_Tbqy4ybh1si|
z|EO7l`i|v$kn=<h^RMAKy_w5y>S4G0o|=}86xS=Gno&^i^L*x<CpW?85!#aHtaTlN
zWeO^q7pTBD$`U9e8iO6Yc^UFZe?{fQ^xRJZMY*|n!+1&!JYLL4^NnAbYo{tTkpnvG
zmC};Ob>cz}n<WIM%SU&_?;uwij`S~gKoLS;-x;zSxJ5BAkzf)L4q-K$qzOt{CD1v8
zfbM&vgxCGV_mjYKxg=|vNwrY3GN1z`FiKOR+bOQ^vl@~xF>u>eQ&;|&GTOp{VF`F+
zQys8ac13shr9i-|Xee%+r-(*W2?@z;DM((!=@$yQuxOBX#k&g0eqlPn5Ur9e7tUl@
z*$!6C9?Z#Da{s|S7dc4dp|HKCsF<;~*?0u>mQGT=h~|;|^$GKZb2%uAMBrGSmmAHg
z*0b4ieUQR~en=g-4o^`g(`){=EZ%e!SB!HueFo$4J63GG=l9C3yt#n^H;nqBD2#{o
zJroK{^-!H+l5mU4t|Le^yD?3XswOX)%d+mp)i}U*#0o%`!tpICZ7@D4voy`#IMos5
ze%M)@R}-fwv_W#WycYB&lEDc$OdiFS!Rv~j$4^1LbNymFS9ujK)~%bskoW*~rWsss
zZe9D{9%$h_?}U4~za&P$G!+{dD^IM(Bq(AvhrPqSLJFQHFhatzgyT^QY$a|5P}^K-
ze;IJ+p43mi^skpB_?JIyq;|Xa>3=dV^S&nNwA~ByY-DV_%jAHdwp|#D<yJ*>N$u9_
zj`ia;=5|Hwz%m*zQ&014-TGddAy_@@L9!(F={3a;EDQOQxvzg>#}5wPJiAX;S3uE!
z{Pu5OuZ6}3j!&8{yv`?`xnL*#K@W3MDi(!58>a`-``u(pKnaf?06K#XbX^k4)Ov;(
zZptP2&Q!EVV?6Wz8MW3Gt?YM*G>9i=xG^^it|bljxN_GG2I^t#2oYzgG0G`SQyv$X
z$P$<jZaBo-iI?%(>@6T-s!^?@`Sq;{kp>)~88zlUmsR_=c-Y|{HljCsxzT4XY0Sk!
zLTmJ1N94t}stWrH6LsoQ^tAT~lB(kXJ(!&k7Zz$|`l)+CZ3HCBsHuH5kBU}1K6d1b
zG4a{4MFUfX;G%x6lVQ(O;A2g8w{;s1f_v)XO-D0EEeb<jWQSLlonchw5;7W(E|;+?
zMz`z$EC3|BAYB^~UZ-aQdrj<_>i4qhEKMXa5sgVPt`kO+yK7|LDu|sVG-^o~TW7Ur
zW81wLGsoCYt<6g-(6VHCU}+=}8vqPC(MzN2L6yR}3=;xjs-H)3)~XFd(>+endgcsQ
zT4WNGBi{61TeJtyT25Dm(!&5Lnr)0sVhZ7)D+q*FrSxiW!WLt>#Zu5tOv!%Vs<7-y
zPI7a=uA8tQ4{lCIjHrDnW}^5vaAUlMetM5*UZxsjY1&d>$VlT-MNk1LM^7J=xX#H=
zB|N6;u&*@(t=)<p*hs~bYuRs?0ORnZ6-NobZO&5;c0C6sawN)w%3tqOt<Q1hqRoYY
z2grrp(|$QgGN`h*xyDs%;lS)!xAd}|<Zw)O+2h(4b9xJ)oq5eoiJl*fT|7&yAWwk-
zje&2DlarInPhSt<j{Y-d`1JWL)wbsB@50P39(u<+!i*%m!z~A2@!PRuviq{da|X<3
zX_3sg$GvByRXz5a8u<46JsDfKw_`6GH<ygMRIKLhmx-A7j>&$j1v5SV`_dNwH1?-&
zzNq@<Q{MFU(45ZKr}FH+zU1`+^SC%SYC8ncIQ9OHz4BkcdiI?8-DKerBp3SR#h+jp
zc$Ss@^~J>OS&#LV<i>Cd?N{E<KSpitBLH!qe=-<*m+6W-U63nArKJ~)xD$u&KDzPW
zfcaN7M^1R!J-=dpbiBgasB9PYm%pxqPTeaq|8a$T!F=z}-n%1@d~y06%>y&?{Qjjw
z>jlk+ydlWT&_(@swzo5W`2x^?3|fX2-}yFFFnbc00;0!*^!VWYCjx)V{$rH<cY_)w
zec$@#=DSV00|36b@Y|OsoZdyLA6<f6@`fl6g;fy$8Y^=BZXu;;Is#RmB+Afrj;gYv
z^jp)-wV8jaA15rglRLu4oF_v-KfyDgHm{`741Cd&7JIO(b#(Q0U-`(ir>QhF*&7v0
zZdD9y1WfrCrdw#N<tmYDiIfR89|P_%u$S#rh61ilF)KVJa5$r1Z$95JOS4HWb%HV?
z5oXvP50kW9R*3?}bkOe@pX^x&UOB%e2S&!TV9`10K-$^~8=a&_NVEe&GoyIFZR;bJ
zZ4dNX!R7c|h6v*aM`jAs$}<b6p{D971i+RYOesrso#ae5_cvLy%bgnzT)$%*oVa_=
z<R7D8g}!X{7=2-S2pqMO?sDh{`~N)BL}ym(A(%7fBI4%Lcv_y!j>Fv_jim!une|TB
zE9v=85%BjL<NXuYod1js@Hx8e$wS}XEt738*AZsxvWHdiIpenNy!W}bQ-oprD2`=s
z1ce8+7!B_|Gd0WpCcFCLZR*xe{aV_0<8A&BlfR!h-86$IsxQ0m8@jXo*WRj(leFUx
z2P>cMad^Wqy73?O$Zd(oR%}`ATI7vc)U%h@JSMtZ&@CPA;9d*A0{~mp!GSOuu@dI;
z)r32uHF{B4E|JeM8FUNRIbuDJl<^J|=#)JT>RvQ$PpYtI^wmwC*yS<6Lr<Eoh2a1q
zDLo{p9_umUJ)zdmUCg981kz9{zqXR6<>2D2#gcGxrG;xf6u3jy1COZKhJKU|r5Y=^
z|0u($&Vpo$|KK6u*Qe{n6>3zTh2Zr1wmaE|0X!+sOzpd9Dy0L?FaT+-NYi#mQyW@C
zX^8RD%cLoF&-9dJ2MMEukMk>O7dC2FA6U3Wdi&Z@Vg8b-3hibSm51#?=mT9@uz8_{
zDJ~_~qxjbRXo5wH2;{q;p|($q)J@OiLvs*dO5Yl7G47O&m7bJE%s>+LlMm)N<zs~D
zu=y!)AuIb?qtj{VgndLfHi|h4n5AE<UscG<g*H7dkZS8b3!vCHR9%WCz3^`mbs;Uc
z`gBck<&8kd;*|Hydx;#qI@mK`Y?&9gys$q3TH(NyEjKiih_Pewspy$-*Lz(^Z$#n1
zeVRqdy$q)^{M-Yfa>)(I8A4?v>EqJ?qDUu^m;Ym4QF7H36L`=9GZM1ny_)(1JlMBq
z*%X-^m}YK1h9rO?K`GSI%%O4yv@F$9L#8O70sdxx$ckgt^y0QwU)M?Y^>u#D732*E
zk9xu!F3D0MY9Tj{I}f#cl-y0zWjH;61>A`D-*|*xLGyKT&Xnjg=nguKLMe3|WgZn+
zELYeha7JWpXWhy>OD>5^?O?E^GVJq=+0<ETXiBBz3{{!#kydD$DIX(dM%j^pHI~@+
z+#5~J;1b1hJQ^Fd*y!79wm9~Vjl}>1;IbU&5t}8=z}&%zn4<pv`4mAZF#q1ht>;ll
zlK3QOc{nml?qts>(|<Fe&j|rz*~L3YhMHRVQe{dwrK-f3GO+F!EA)4EZbcPdhEF`#
zlXuEPz4;c96(oEQ4<sV33L2k!pyHz&u8$4z+YiuZ=HzfIU!X<r0Pl!dszA$^0I>4<
zP<lhYe`7+#;BYz)8_6TEEtl&cY{HDG3j_gh;m{NK&meZjXa@GRE}4K|XOl)oMuOm8
zqY7TRMrTiH(42-pzzdf8=ZOiQL8Eb8&#9>)_Ir7c1E+sn5#8D^?!K|<Y$_B1+<rZM
zT+a0m2#Y~Svz{JKZ_}&zv=M%_fi{Le3R#hBQ`F!ln9)XL7M7JlTnSD0LKRwk1|3Q`
z7*i?Njhs?%nAyrI+9Uf1W&@fe(YeGiV#iCcMZGT3&VJo$3seJP?x!yo7XASLUI(+|
zAjEi}Cy7%gq^I|HUs<VK6`?2}2!7i=6=DgZqLl?9tT?q@Gao_l@oJ34fDYGU4(K^8
z*9@b#U=eLwzkA3}4IZ#Z<YiWfJ~^Retn85ry#-M&Tgvd{vPTB4nzodsXq`mBVaBji
z4NYLHBGwH>C>LiHjb}=VkXnp7N<k+McB<{Dom5L}N~Ks_U>e&(Qj&qs^Y6wfg#?h<
zkh`1Yp3Y?Jjn!(Sl5taf2A>EFUD)dJ8Mn+dK5uIdUglIZFKCvUI@V(lxj_TY&9C86
z?zdl~*MTV@(i<2i8I1MDr#WovC!t(d82-6XzfTz-FnVPP<ni=Y)aHHqvij8m0m#5+
zwEAv7qKU0bvS$ibQcDfl_>h2sM-!3N7BWFk=49(C)Qat5VP=|QTQT+@AqA-HVchpL
zJVKFO&n{~C8b@W6CeKWa!lP9Ik34&Kn5rYaRsMjWF!N;#wQ$a}+!5ET!vtl{dYb${
zCJ#FUD13Pvz*|+83e$N?ox`@psUDxJ1I@nkl?;T%2gZ&|dRQ<fk@?)wvXV=I4Fl7}
z6tb70jLQ)><+}e%qL2Zu>RmW0ypB9jZ!tR3I?#!aBDQ`8*-Qog`*LDFyElT6qEQ4z
zWFvDmN|`z+khusw?Ws~4+ao#)H6e@<e|a>~xuIsmz+0|Zp2br7G~}Mopqd%;ktOA}
z(%c2k2shG{qtH@$qTwVNaQx*qJzZadjgXuUU0ZDv@+*iK6QG0N0tqtc@e{fB_%!A@
zFe-q<7bvp&x%DLg+AlE@cB11qn*RPKbp73l-(oCJocL$wPsiK}fi0FWlmE_f`0pIY
zbGHI6|E&&rL;Q4q-|h2nr7v!q)a_C>T-)f2xakp(8gAmheRqNKQre7u`>?wH+QM~%
z6WYs&;4k-Hy~N;N&!dE1y0GiWMdzb+*Y9Ls;f8jVg;T<7T4ZhqlU~ECd;$yml}xnW
zu+JtT%=+ZX5|8&k;GbN`K05hi6&-ZMJCi?I`2LSKryqU4e7@%5Z*RVS(Ra-5IVD_g
zSHeDU(&O!kJZrnljnATQ|L@|jZDAK1?*7vJXg7A?{!{$r8>aYOa6%U?`224Td*g!t
zDIphT<4yT>WgL2RzeomqfA7|2sQ_ITX?;!7S7VCIl<|_&v2SI0KShUEU|ALIQ9Dr0
z<oULVprQv9e87xxBH*U_B#H}VRR8-1lN64I2^7Dc&HwoP;6K-cyQ;4JeDi)QM9PpZ
z`#<0p@?KuNp>O@bciNizWAuv~XMDVZ4L%l&-b*6|z&gW!Wc61w0j>0lr!D@g!^HGv
z;aEzNn~x^PW?$X<$9vct75~(&A9=@m`2w&c!SCls{@~GvxuBW12;;|n#Ecc6Uh#YO
z@NNk}9Nj8P+2sxSG6VVhNO1l|hc{1>e%`ZpJMTp~sQN2~)vYs^Zv}Gy_i@25Ak^fi
z7WaMoj^zY+%eF%sZ$bC$`B*ghyR-I>yXRdQSE_HA{Pup=-r6iLXzPB9A4L0X>yK4@
z+&cQ}zQ+mIuE%^^)GXfRx$j&4(XukbOV@+JTu;~ma1|xsfmvLKaph?1+5F7={<FlD
zK;oQ?q8*w4I8<jo2#5|8)rVe@7QVDHKKUP)+!9=Q>Db$tshiLDMjcJeGT(6{ddiM#
za`))_K!=IfSxsO5(%@A(u~RwxXYR$_N3Y3Rqe**<zkwJZJ)eY=S{HlTJ_ZC0A{iX-
zC#H%EPp_}fKxomJupCDVes$MWs86R0Nb9;K0-b3t&l~~*DFKbma>OVolnwYbBJ}dY
zW6D27e#(kkX*Ojt533E)w$_u)J+JFQ71b!6&C?X1tB`ev7z+?KXhZ3k3Mnt9VFqWW
z_VDR!s8#q=T<^um!6^N+9*VR)$f#Z%92BB<@E+REIgKCHZ|Rdt)X{+8u|<e#Tja<f
z7^O#1K7U+Mz0{fq9mQn{)YB2aa1my_nDQ6?y6K<{-QzZ0#}n^J`ji&(iqiKQZs>a;
zlFM=|`oLEDf6pKP3>uQBy2}|e*o{3UPoBjIC93pZT2X!lz|!IurXpDx&Wk{r*VJsJ
z=q^oBxbAJ4C)Kl%DqVXh+GGrPHWJ2(SW)B>GL4F+3=^YflA}3;(ecb}T44Jd=Z}we
zWMW-sbDnHjQ4<)J=7o$@hlB3FbJ44L#LR3aLFPRPIy^cD)MJW<-gF^ZmFiI*-e{`4
zDMD0sKhx8)GU}P22C`b-xp|rt;Y@71Y9XH+N{6gZ#)I1i7os+wAn#FuR!h+oJzyFH
znK@_MWlz;&J;>u|f7iQiaTBsrX(BaVZeyg-WR8ybu1a##^yC1~BiRElXq;rQOw%cX
zL6vi_NEDw}h!%H>MGd*S%q{8)PrB>`p|{Lqg4#!SX!`&}NkzjQ^EEZolkA9n1#tqe
ztru&yoKf0}isMRx(VU%g6;E53*6ePr&C&L3wgPp+?BA+~_mfQB7evH7&?F>q%Q$j%
zg9SmhsOj;nys<YDx|oNzsJ1Z-HB`_yxBW$eVF8dnvY@R*tP_r)nSL|!Ys>B>+XL=o
z<wubSj+P@84f$5PY=g2MT-|y*Ru~ODr2j~j147@Hs}^geL`<P&udO}L{s7!ji?MKI
zg4!pR8dlbFw2~a@Om~0p`!*-eXV5<b7Gjx1BiUqR%G}N}O4+ehZFkH?6v-TV?^a>_
ztIbYe?Dp|pjBe{Y_o{<?&j3ZM_>PJFM+}xr!dD<WhND$W<Nj^^d2xBTxmllcy2z+E
zy0#KQ<3as-^O{=y3ZO9+xI{TdGv{#+IL%C6I^5s$loOIJTotj3I@y11LWekmV~d*d
zBvobMsv8ZPIvZ_eH|=QwHJs>~ufxjWqG6!P?T(>yU1S2H)DqZgg3Zl^iiD^G0G?Wg
zsd>y5CE-QVa*lzrYunX0_5M0$7vS|>S#Y2$f|3CzX{B6%rEDeEIRXylT@))UxwEB=
zfWV}EI2bE)v01EsRTytawW!I^G>+v*tva~{u9yM;;HV7POI}l48FXkE3TEoXeFiaf
z<w_1?eNILmq_c2M>t}P8uujym0gY@HTxa5XZ49X2V(4c$oL>L-%}2a?zLn|Ne+l^B
zcrdx_P|=Mg!bGHh57RK){i0A3WT2oeFXDQb_7QVHIVb)=>TJ+t1}Yqr+SZ&VGbQD%
zOuI`f6YqlR@uTZ5QLo$XCo>QZe$vXx(N5dbK#%eDfS{sbv7_x$9`S5srSWHwNVNho
zth!p@+%F=<6^5jDQcYEw&VYO7I;cVsU1z2RiW;ZwOo`YPwQIRM-^#r0%I0F@1lDjw
zBF|;X4wC!ooEjrn%|N{3IRnvbAoVm8!*iXWE1`+!O04I=_5s`tf70v$Q-@?Yu<3rD
za7ZeBVm9$I+^Dgv!S09uj(FfJl^D<FVsgNai{AvWXi0n4@7SC?vGP3)g}49r!aVno
zf4<L!`VQu^7B>Cq(`{e*`~n5N37czr#qg&g&OZG!lb=5}O>ipk2z#AvYvG%BdBgn|
z_4%rpTW9;W@AS7{=)UCkX85UtS6Ov!A|k%e^}FAG`$KTyc<}vysCym<T*KoFO+4^r
zo~svb9RpGe6<5#Pd=?vj;6~fW<M-`PTz)Ze$qUV1R{bE|jUcyRXjZ@fIP>tKF8KE&
z23M{*Ty)2rY!!+3LLG9UUWgy`r$hbUPWu1y<0s27-pp^6>zC0>j|Too;2ZpOhI7~U
z(UIY@Ujy~k=08gjn2+2avA-T$46;fInYIoJOTT?<;{4AQ2^X&fKW2Oe{Xu_N&pefQ
zD;SF0U%3~5>qxL5xFq-jZMV0iEbs)aENY5ACurm1>{I7S_2qndUiBV->l{!>O8mI7
z$1-TFj`XRn<AtZwgzLai^9Ez8A3fUtnx^bcj>gL^R2owU!aOl|I3+xtYaB%}SNrtL
z14f#xCK0}~{WaE*OHoGWQWjhklX_14%4i}tJ&%wE;9taQMA4MW#x_m@cgDzdu=P-T
zFtC>Nr?r?IVD!PdWXpm&6GH%z-RD48s^tNTNw6rIsB<H&on3V<c8Jvr9%SSgs8p-H
zLf`?#&02DFl0e{iRY=GL4cy&CX&Lwn+D|?zYuyn$?pf|^CaNPZs(ln8qb`nhqP81T
zGA){I{eQy)C2t6iQ^+HRd9mia$9&k!Qktxcv#v&{DdVA$X+<BR)-9^$42>5bcN9IE
z4OmE($#}T@T_I_OsUS=8nzdF)d$cxCi;81$R3X({Ab4AmLMvz)Yh`%IQQ2@<be#a(
z!!d=bcf270)Wj?B;K)5T*KT@X`f@S+xAvZ<yiC++i{BrTfBx{T36)+Aj<w#qkNZ`q
zNA<P7+%*%#FRgb#4~wsz(>vvxGm)y(bKZikNCKUnJbfRyw<#?6yHWlzui***y}>)-
zdxKBlEukn!ie?D@U+ef2+g}d6Qy%~E#I;W^k2M}V;(yVt%X@%);yo~@?(F=^|Ldu<
z&JDZ~U&rQlR*c+3kn1$-QaiwZ8MgDA+eg0f9R`t)d=&<nB||}TK`Yb8ao2ti_4f<5
ze6c!o@wmsy+p%{(K5M4k3a|S$_S6sdjdHKpN_^&(;3tA3Inl!xVz>R3qJ5(LwBPo+
z0#~&~D!LR+?o<-6^Dr-OZc<DSeKUdGrr=eZ^N@kqXQMztX2o61YBoievN&{~tB}R|
zo|}is%?dweiaoF=v3=oH0|Md>MiY20;iX$IcVx=2aAMj0ROqN=E@bTelmtl?`a`)y
zlXS1$%q*d&GOf}e1F~#B9?6n=cJokG*R;SW4Ch20C27sZlA4$f7S6KeQqGESGuqN?
zr>eK%3RIGsmoBs(5E%Q+$8;BP_1k(5fPs0A@w_QzG_ykJ>B!PCJX2=v+y!fBc_*%~
z1AcgDnC(Q$YFgswS@Td4vF*cwfv=jYdO)MOcG)8GNO{|hReh>zU<I*+u~x8w%|kd4
z207*|iW^HpQ7{&*<;sAS@1@{R6;f3tD-Nv)J4=8qV&|v5?oh4Uw9wohntA02U`(lm
zlO;4Hkgl(n>==g-_4;{ndMVlPa>ryUPx8SY&&+8ETw1Fj7#1oiur6pW*3X1UwGd^F
z#>&}ofUTsK+=7LgCMJMn@?0z@I<KYbkxr~6JWVE!B>FVMmdkt;8l5&yud`(?(?c2E
zXTs5o2i&q1N@|}v$}WS_TD+O(tnf>RY#BdygO2`WLT<#aE`Uf7Onh23D3Mz3RAECm
zR3=jSpvzD_3<{(*YigWHq)X8Bt59@bSx{5_sHwQdY~pyVULszH*FZ49i~o#4rk*}&
zCcgVa3dl6>2$DW%moo9P->eQh<IHy<trS0H(j_XS|E$NHPxEp0Fo{%|N)eceau_pi
zJCeyD6&Keq!Hyk=yWiY8b1IrDjLv<Q_rZ1DxM!&}Q<%R6>y?J4l2LfE15TeCX8TW)
z#j-FL8Ug%*VPs8&8;Rq?8*3<cvDiSU3}=9fjPY{WRrV9yO(Y#|>bk}ew;OEKb9|bL
zW}}us%Y~{ZNIAP=Bye#xLl4vE0(%PUTCHo1a9W;+rF;0L3!q>|YRj4oV$5LlbN53H
zfwacrltC!KeIVfZYiJHPm6z2?Hs7@>l8OgufO$*(d}>a(<hJBMglKx6+ib2t^-O4T
z`s!Ho;K(?fFpqK);Y(9HGQo|8HkNBh&KL~S(-o;HJOxSj@}7t=2YIV|O=ytOzOmd_
zbtZvNS%l1G6rdCB(`Q6Gi`@fXJ7AfzzO<!=$+sd+6umd$3nAALR|k=gAbqqb!m?hj
z+QIjgoZn)@8Lhv7DR<SNCb1Lqt%Vge-P+2DRiP$TfCB;d{+D8Oz=q6{(jJvg=)o7O
z{W8>#UC$-~><sh{{3bI2KN{cJbguA&cg<fQ4!`8R%ihj4wcQxUo0H32@B=IHg9tr*
ze@868i3tYUD}V%VBq-5$*ugPN@u(*|&mz|yaL<sO#-o-BeHKA|9U_kLVhqTlO)*HW
z?j134y<>vR_4Xib<bZrJeL``&6X8(gW&-Ts2q65cs((zLW2ja;s`9zyK^1P6VIUMa
zsacYtoJh<d#e|_tis*Prinp<x!{G)7<0+2m#J4VXH#8N^ZS{>DiC9ej8z&vg*nHh@
z^OBES9EbZpQ;9U8{?_uz45X3nF>pW$Tr$J+%?GqCR?wL(BP}Q*NxjJ(53@0L0LhS1
z)5}E8X#n_p`gMZ>u{J3c1B{xlfW@C>i&>l2osyYHkXPn{75;9|67}OeI=Jbnb1o1=
zThvr%&r4t=aTnAPpFk_uZ(Gh^AKEdps=qk&W`ndF!gg13Sgbmz-ijX5E=J|+k4>5g
zWVe>)Q+E(RveNw#W35?$*blotGD!FC95ct9##uRz+2njRqn?Z_bvlY4SsxGxKH!n|
z5f;GD83Z1P6wlXiMoqOYriq4DK(f#{(xR}`jwGWi9Yrk``rWPR4cCPuW2g)VTxUo4
zR=~2=E`an_HTd*k`?~TODdCX$R}07gI3M=n8;=_?7mXbQetr~E=ykzkdu&1P6K|(?
zZjnD<4)|*-Bcjak!Oiz}U4GvR-~LU5R=o3i*J;swtQJE9ALJfVIuFKA_ejtFbJ#;l
zy>-VGFH3p|;Bw+<t0y*c&PR&rzm|Zwzp005S<k9#x%1=W=9P~X(o>HDmj4$ieG|j7
z8-7NHgw}cmo1C*bvi)#;qj+!Zt^-ss0zo@)wcwwBUc7oiJ^9^2&CQG-6PzBTFb;wE
zUM9QtdIev&4BqRHIC8w3c<Pr=cV<ojOQIvki|u^kLSIH+wEI3-u$5Hq=qL|(#GZ%-
zr4kNSG@RQBn;ELxk(h6NE+URqMr;s}Y-wc%{*@9*zgDt?)mMBARIrNHq9lWcfy5Sv
zbOa?Y`=zL4JV(wl4d2nRbSB{`b5m})W>#Mzkavnl1`Q3^v1BVCL?ca=6$Ua&@n~qF
z0ZhHwFPe>LToKFz2?oM*a%=bcq}wZ@EO&=NoVX?_m)1JceT9V{%i|;j#i3`KC9+&t
zWch)A0Xkj3WA)S~LYI#z7t1Xqfs;*dVE;C&GB}lSQs(*p3I2NiglqR#$w^+pzN%;`
z{HHVclF~-n_g}L3{WxeE-$~mM5u-9U$+}_JxH(8fP5B-zxgq^Gu<+!KFHRi1JYDQ@
zfAqT}Ht`z+EgeS+o)2Gp;!m`^yP&SQE6w`(*KY)#hW|8zej#(MOkAUQTg(f%>5ngR
z@7{HCtGe~w+mqNEyid}JoOFZ6cZ6SoKT?btD7%d5hwgz?5B;s0Jp32*_=}y--t8v+
zcgy>mqn8dmOhdFB<44vU!{lFT8NQx$_2;~V(>I2c>Gfv+Sp6RQ^c!oViSvzXBcV@z
z_%k7Z`XGI~{WWJ3*Ka;HgWrKYwpm&CH#d)w`HHYPbXu|7m0Pv7w||O1Aw4Jl#eOmY
zzt_O5)bD3;uKi6+pMJ5Q!iE3o;Ez$lFOCQP`rAY2?YAOLXdeU5c*sm_{1G5${Cw~!
z!-bY-3v*A46Txaif~S`0&DNR$-?DR)r0K2w7<x9$G2$^sp#SD*y#=Uvab@4IJ-zVY
zhkmtj#9|Gu=xFY`N6k&Qz|_`UD8TUqIl~b6AqkMppI3tg<*w6)T8O{2YQjV25U?;b
z!E##^PK~Hv^%q{=R<Nii59`_Q1JH)@Iyob=m|S9e#5#2lvRE}`VJ5GdMX2plU67G<
zhN(`d+!}@x|I0V)&FUMF_a-u@;A7_!uIO+4<v>_xY@w^crkn}_)G*iGxy8j&SaXL@
z66Q%DR536<s4JILrb;y{Ls`X$%*s8dP|z8YMCk471XWKGSfn~K4+}iX*vJ!t)=f5F
zr7}#_jm+gc+XPjVf5N?WolbHw&&}%bE+bbxNO+c#>_kYNSIaCYrJf^a@Sr4FkZ_qg
zNR;t6KuvH@vk?VfrcOpkzOoQk6k7?_W>b<W=&d;dD9^#sb_F;<;UhgOa$QEx9<;Z|
zaG@XYe&NHJDrB0MUh72GoeU9wfxM)j3k2)-!{9@)=F56RAlPbOyWvu$Fj9TcHJ7o1
z_sO>sH)7dIBp$GgnI@TXbPmze<|3fq(9PAj1!(m%mYf~HWwfgGd=xTT359p|tgn8+
zaidnM{_<$Fx6^-X2}F>yG#_%TELza(p}pL^wpyFlupKWoq3R72N*R`{4^=V8E>t31
z&^1q%rGX<geLMg;3FmKINyK{cH@4litJWLMQJh)ho7hQ5xfLJ+6RJl_moVM!jaBBZ
z!v4`LZXQ``;NJjrS|M_Q87iFf$$Ki4W%e0F(a-fu`b1fq<T5gP=i8(EXQNW_HZu$E
zFLDIq@c%nBv0V<_2y5D!`T9K{Sa5y+bG%N#o6`0wOjxKyD%#T=#BLS43WxshIHqH%
zHv7Pit?akYrkzuK$Jm43Rd*JliXN<E_Tp$P5|K-u<h~C27#7trYiRo!RD0YnXQ6)M
zZ3ch~=w1KmGYG{zhMUFZ$Zu}xH=8>kiV+G%VTdi8GH<O#9;<58<>1<88n@*mov>g)
z3y0yl%=*>*U7URg3hi`iDU0Y$R}@xkusR`;hJy#-#8y#j535aPxFn4~$i%IfM2vRY
z#YzJnb-H`T^_Exx_7xFX>MuPtuviKgd`S289Zhu$N^)$Rcoy-v(1YL*?Mx~Ms3kEN
z%O5*SNXm)GJ|~6WFyJ?-P(MyDJZ1BW-!kvu<bHc{zM=aDxiT=#0hW?c-zUf=;FX35
z*IuBaWqYoi15R{YDMoT7Y#mVaN7*A}9T^(6_l(n+Jr%B-U^)>VCo&0}S7W=E<z-|)
z4n1vA2{L7pK$bwo*GiY;K7ebP&wi$gcS2B{9Wp~^*-g*?JJ^YHCaU;=kto7+W7szx
zpN*GQ4l$!UxxQV%)X41>;aT+zfHO^0f?W=58MRG3SN6u*zKCW+fzls@CSBn|_lPxu
zBCe(U6bMJD>)uGn-!tbw)>kxz5P)cdNsmErNkUd%(Pr<YX^NbS&%d<i)^}jsts{6I
z2v6JRM7Jc!<~#m#5qux^?BwlRKcA?*9?JkP*OmjoDGRT&C+cc3uMwLXyy5tlKN;7A
z-D*Gozc17F*&H*u0MTRc-~AG0l0SW<53)X5Tz_fdi{0k6$8TSF`2v14QZ2gvvsnM;
zx7~zy@4>fho8trDd)6L{6%zh9UtvfF5icF7Ji3)qZ2EFSXc?@C$AlFcMTo!t7j^%3
zQ*QMhw~M%a1~-2&&G$FDHu9-CxRfeMy7YVBH1+Vu1L&(M`B7UZ2;+MWM|63ah^l1%
zpb;(z>TLq!-CO+EddH9C-%w#Ef8P8058sRKtvfO8b@U6EHO95F@lEyDMk$hCTw|JF
zegE$s!S1jBDs%M~{yMvHJ6&$F%dP;85l?<!SCN}jg|*8~NCc1N+}jC@Zh6acPPXhi
z_|^OO-%thuemPv?Oj`VEDxUs0pmvG{f$k<@moe4*-{26CSNNjEQIOJC69P*2U2Fu~
z3L$U_#Apgpya8D(FXH3g>v2X~lWrrg<}eZ+0yQO<1+sdA0fNZBrCRFNSh3>fmd&Ms
z6aWYlc^a_jLDlef-zgv+QHu|uwa(=O^ekX3nr2#(@Qjq`ln%;hRSmv^5h-dWeU2uU
z_kl7bipU;&xB5<@<=_DrLfp9I-up9#IFf;b*(cd7OQyZ6uEg7e<?MD6DSN~AjO&LT
zZ67$C@=j)S3kmzotiMGa5$AIme%Spuh4c~H<MV-0Im-RQM>~;%vy_URE9!d<B_2B1
z$_Kk7!m5m4Z7xNawGHHlER8uP0BY(eV0tUCaX|yg>Gad|ilTe^m_oRDZqTciS^G5Q
za^7fSqBlcNhUahKnKO-W${-8T1V7x_??yCj7O4rF=T>nAqcQe&6TfoQVA#I}GkJ}e
z8Yd*fa2a#TySt8qru(k6EzYD&8<n0LmE}$Nw{r|ngVA%L5m1`)S;wd4X2SDMb5gS5
z1nh|fl$02h<8ol^jc?KzWO9sZ^EBT=<x`U5Okn4jl{xNm)j9s3zP>Z82_#%MK%@u)
zAuh#GLWseJ5VA`^kN`_nii+#Hpn!lBA%uWZqyz|RkPhM|OA{M*z@;jk(A)qDmY75c
zMOc&;Kw2Q&Vb8ti-gC}%|M)y4&y#UxzVgmD^S!UQDN)H{NZf4Xx3$y`2o)KT6JoO@
zE=)FaMp~bdrDGyer!_~DQFol5UOOg~b#?x+@@c8!<(*ebtnWD>>7eN>M(}Ahh`zV(
zI<4ZEVo-i?&2LA_lYZyu+^Xj|Ua1^gd_gzQxpATqXio1><Tj2r`m<Oqv>`)Md(ZA)
zY<3*|<z%Mb^{Xe9xwIMw>U@^v_9MA_$yKqbR@YBTABX<DWQErxe*S4v{@{z0eIE3Y
zne6>%mEM-+)nHEk=GJ)XEIP|Ru>Z{B+nF?C!wlKW6p?7YF<l=y<1xO=-1m<APcp=x
z0*LlcZ=aS8e7kpdmGNH}_I<s7@sTq1ZS{>Zr`}uc<X%!w!Gi|13r}y$h9A8|d2#vX
z=Uwlvo<ZmBO}Z`NoU60$+F5q5vyxg;@h#9FU01Jj1g=uRIz2d`Rx`m3QA|s1QPG_=
zV&JC~VnemONGgLQ)#^8<+=>GVPd6cDF=IBFHAO#JNh=!(q*!7=mBHJEx{q|u0QD(F
zGRA_QTPxmbyn|*A_(&(wqcw%Kc&_PCP)w>cPYo`StUV6F;F0-U9~DHm#`7p^7QLa1
zDL3US7NjKSlo?18Ip(wNn}+KueYwdI%efOl?A)p}=_P|?2x3+@5bfd1V{sf1`J7iF
z&}CI!&WJwD7zE=}v_yoAuKDt;O0Mz<g)3ngU!*fPs32|aGmjFZPI-qy1cNesr32ms
zz(J@xUn{XbS;3sMF3_0Uwp5=!W!9I%?@EGbve%ZyNz;G`#Ly=|vK6Omx;z&{%~Bry
z3i>2+#A?U^X)P&C@emgu;>+1+YM7mvP9@t~+yMv?rYsj$fUHH*Q8hB<TPmS~{kx}h
zy!9Dt@K6Ie`(FN1jT|x5y0E6sfPf-l8~UI#Qs3a_k@*%_O=BxfoAxQPux6Hw9hy@c
zK0WwB^z2O`U$k7CAOW~9B6Do@s)<;hKUEyrQ}ZIdRH})O2L(q*23<wm+o^P}w(lIW
z0E_B3qr>riBj5t3NTFFRvp3w^mvS;~P8!uAKdw*4Vl~P}>qC>ZuCkfYRd+20Bb50=
zxOJCk2+>=Q$O=6pOO2{i!PC;OM&uWE%12b79Az1F){YE-JCe1}@OgAP%RWt{DH%Cz
z!PCO!X5zWET%+M;NpGh+bE%9R{cz<1PG2L&Y!K4bxZJzr+C>zBfkP1SEkhg&x|zKP
z4vWP?CTbFA5du}Ty#dNDrn6v2vkHWrKR5o`&f9L>c}cCXC$a7ZQb!z`Esk{StT4)#
z?O3S@)rDyF>KmafS#INY;jEEy9|>+n;d4x|7<zg{*ElJ}nwtJR{Dq=~VTe?ioscOT
z7ha#xep`1=%1bY>n$IxKGDc3<bG*_#B{7!G$R5@lDNA3)h~pEW*%=#}tcn^aX7Xlm
zqbjQzQFsO(4{Zk!JS|@$*kdko-JUAm3V{{GgPS6oX?&wp;5s=|D!f%OL8WM1OyFgc
zLRW=yHm=E~)AH$u8#W=voVIJVh-Gm@XTR`ZHC<YYxZ`Y?!=MQ5J~*epTbfMq*@Qg7
zMB<wo#jqyZ(tMhtYjuNCddhIb_by|O8Y3SNgKVjW6hEUin*}H&Vm2QlmkO=|KT6D-
zN`&F+ikZuR$F3aI)R}{A^QM-_N_XT2;EjB*QCgLfgxVN)lp%cZ;k-}N7MtaFI7o4o
z>1)iy5NV|l$$ngT6Qgp_i>WEylF`cN$ywVamMg}98xreot@(WW3Y5?%SsOI#bqr+3
zEy3&IF=Ta~tVc|j8f3^wxkBpijcx`zCMq?AJf+|Qm``7FYkBRnQIKA)wo)Z4N|*4C
zSb7eptFHGl35%5oD26QM#>h}f&8mg8f-^SE=;276h6;prOEW|<LNX-EN<%24tHMx3
z`4~06#;ZtsKv(fl&T<Ol@U4+ZKF=l8`2bu4FjZv*>%*)1AY5d(R)^${<jAxfhhb^2
z?nD?CwYtIPSSAMBSK#?dI8tjXA)&lnMWd``wI?OV&=A_0A0Nrjj;pTsA7s~CDw`m?
zt;AFt0sWqp-pX>WNs+jLEiooWjY*r<VoO&K(0G*QVz?Aurxq&9oQ8TaBh{u{?4K(x
zK)OxcR*;b?lF;T^n6Cpzencb`BZD_FMdHv-GJ?p7g%k1?$VZR5x(QEKKGj>hmiL+)
zkaP0EVe9PqdwcEook-g)v;71Ol9hadSoLCL7g3hn{%{YmQu`>mbLTCk8@o|QZak2&
zSGsqacsMn$?m*yI+mc83<lpNq-B^6R^WDCtDC6Oc4;SDhM;YRu`yE_M_Sr1&56j(!
z+D7yuZa8^mltld9f48;2+hFHNdqKR|-#3uEx1I0t&o_A!^0WtU8|~ox1L}6ez5PpH
zwDyJ+TAj<!s%ig(n^a`WAHFxFhYO9qI8iKZdo+KQ>3aE(Q#VGO9CrWkOL~^gVVbMl
zp4j`hQWT8MPZ8Shdww}EzkBb|-4}LWz??kkaQt}Ay*;n4-*9%w@$GJSjSHtN++`G2
z=VGH%mJKpT3@jR$`QU;!!!MzYTlz?G7SlTCFU6WpaGY`IHq#d;T&ou&7fi`@^G#))
zF;dlXY>qdx3+8n?^Gn5$+IreFJ@vGu8q?PqKsMHnahV#~>Ijyz4;HT6jS1F^z}0j7
z(J_FU_#CQ}Dj@tcb3nhQ-pw*qO<CG<WZSeZ&v%i}wivWWckv774+dLD*X0f(qcRj3
z86Ev0ps52*)OfBSHR|mW%yV{7E}zGP$CZ#XDfu4#X8G2P?uM>8F(8T6!9ATAfFvDG
ze;Hbz*89U$sD1-80;xL8(5*GXy>%HOR%)q80%}3Io{|1wV$EEG0O5I!68|O}zL7uc
z6C@F|f=9#ZXT?8a<a(AR$(gvgQ5{2+W6XJ=a~%`WT)~T)v7goX?3G1Cp(eATip1FX
z2wo>hqfOx`J7J4THY~>WJ-#U*8&`o5OKCAcd235gn!W5J^{-vL-1_@*7hn8u!fyv4
zb}LiAbDg)}s)y#BMav)heE8=d9B<!dyftsT^RNc->xq*L>UJd=#`Y{}WD?p=OK&y3
zIyW_=xflz_DodE$UXU*-Y53x5^1=CDJSY3(0n-3_(p?k9tkKXCiN_BOGk(0$(4G-(
zb!ft1K2E+o@2%_Nn=df!MT}ZhPwp|cj0#;JEd@h9I0SJ~_c<}J|KcB4T;D&xf3x`0
zF=*wymwa`B{UjM`ft7V?ZFQ=h-KC42T>JX->rmW@<ZY(5lVb0?kb51d@_)YdHO_L}
zvu$^km95>efq<$*mt21}xW*y8d~1I30o!;W;adqa>74yu^pOx5NpXvYnO={N{(i%c
zRVtEW|AKh+y<Kj~r%RdIW1_;49zIcXHdi{vMk_iZ&ArDsJvz^B=RT`($+=yAsQA9U
z(l(1D@xF;+UzA|tr*6n+UF>37;8P6rmGQ>wggqY$v=>=IwY6n}Ge2ILrkvX0H|Uh?
zPJGD$G8wrOrZf7LXA-eWJ|R0DeWS&9l(O0G5D#yIWL1vsY8_MtEei|PN3%Vz%{J6~
zIHrxsN(7iGk+hB{L@>nt*!h;_6&SCSG`ohiL|nk^AY@n?t0GXYfTP|Ju4FWylRyOn
zW^TPviAm*pxSwIDnOI7_^KyPPqe<G+TmY4Yk+B=Mo!<{jM;Ust9O+XsIgVn%va)h>
z3Vq#5fCxj7>PC*=S;%ysTiApcp!BobOkv7{k!rJQYnBY;D@BQKs;GXscu9Q|9G1_T
zakNYT#dAp??72W(3%nuO8UYh>XLW<y|J*Gt9@$WhuUao~8vrzu*z_4G@GdC5!z{D{
zhSFzKv(u{$WQtKygb{o}%QQRF7y@tOG@o{pA9qR7jK8U_E%~9_RFk=!er1}hdlh9(
zY)VrrdV}`&mPur8`xE?bE(D=go*P#UXI=~Sip+6J5Jx#M?bdf9Y4t^|%?kH@1fcns
zI*D?6Vky;E$WNK^3Pp7AN2|viM*w#nw~k4rBW%5ifw;jgOUXHVsv0uYLxwYMh>4*|
zH+G(@m~!l@+%eWOF9p#>=_h%QlcbQ+_|yUmb%YpfP%3u(eSxeyW*xk78WiMjps<T`
zj?Cs%`WJEHCCUk%xsh8s=f(=th3&mU4y2q9X1)n|2L1)IHibgJ6d@?R2%ZIUDN8kX
zD6;uph%xel3@XHTRB>C!ia5$Qy`pJgD0p=f@*;BNV?$MsX<*Z`$?cvR#c*$V<JF|s
zelm;{Nj*)b?Km5rVY~x$c-vG5iTHr2V(rq8k(-eHTD`yDC|jpgdkU0y%lG?{4qp|k
zOEEVz&-GGI>zIfWS~GoOq7S}7vm>$_F<$D;Y28cEtdam^R&WHmuo~hIVUH~cUL#dh
z3yQziiyw%TY{Q{;CXtba(_<VmFt$Y6L9|w<xm{}9LDT%4tAnrgLj+Ond?BOZby8bX
zrgHk#5jHQ8&hH?HM*#%`0~xH67s4Sc%9I114a+6QZ(Ow(wD_!0iyw#((V*6CB^G+%
zAjUefuNFviQz5x+N|f}n@g=EBDs9$mj|9r6UOqo%w!D%EhlV;ZlEmh8gYwl<r4P?R
z43kY#o$gyMjIN{$tzoSx#sz1l=^Q;uXTq%Ue0a=s?1mQyJqJV6vb>RnUFEaE4hUJ#
zWTf)o01}SzWkssM`AW7?(4MC>E|B~&WhSbowvdy2*uL(p#M;A4iShgU2Ts1Pzkb<P
z9guPSO}v}8hpmRTMk8`gD&dh5(l#>o3oEB#L}pQkH%cmaCjGA$MYUtDhR2=d4nF1I
zEl(gs-DTF6pckuUuwi0F_)oG~y8<we-S$RzZ?};RGQWOOu5Cv8+s;U$Vxr;6KhO1Z
z1FMhS{KINjpp3K?kSmd~H=49h$TlvoADl?vZDCXv<aw>LY>#bK$^3oB?Zrbk;%3UN
z-_>UwvBxjEE8VoUPAY{!zCH4q(m#nk(qH^Ax?0U*cgTy%5*e7`J=Ho@dsZ{F8MMdr
zx<zEZ{cHD6@4BIvcO2a1%Pjp6Z3wS%4g3-s0`rcVdHn2x8+Y(&&{zrj=H#1s*XKJ*
zb|m?-kK8!*e8=11sD80i(czlC>K=U$P_Tv|p6K?kP9;gn4pxtOS|$+KJIDTOuL`ni
z&YwUV<wT8Vnth$w`=NmR;mqzM0Kf#fJ#pB51kEEA<)#XpEyTreP33erKXoS9VOYrt
zyqUEw5>8b64RlnHQdply|4i1-@k*6V^Ih!Vd!DPOHLRSy?>hsH#|S}LOQTQPrYqaX
zh+5BJ+vl35ISdbuTNaxlsQB*oG0!IZ@`UkzVv0sXDVFbEv)$jzb^<X)%4Lt8VTI1?
z6EiFgF-Z3zFY69_^tc~Ny4y6ykv0uFz)#P_a3VWKkxnB!GUGMM417;}_$eeoEe<yb
zTI=bOOO;|A9ktqYzN$nrY0P4&DN3rgFFHkCTd9zrNla1hAQiyFg9V!7W4;a;ms~)|
ztN$)GK{_#fBSE1p91eA;@06|0Pm(SgZ)=#&I*4RI0V|=Uq=K;NiJLG!yfw!!ro$&H
zord)6<%W)uYiX4h8fh8=6nQk+K#Us{>2wE9J6r~r8J3n|cfO)%Cz*~0*_3%ZI(F3!
zRa8nOCRVfi<PSI2!BPaZxfnl-lv607Wd}BRT%eYgbnqB8ibYyMq<S&4Ol??mzL5=y
z$_W<rpdcH1OHcAsN|!_oJQS&s++~DLH0&%$MXXjV>%>i{CTm-mHaD_!MWH6p(+ogo
z&>WX>P<lO)fzCp$))(KHi<E37X)LAF@N<4Ux^L?9BIqiaT?ofqP&3hv(^vE!`Z#Da
zu8T<W_3TE&3><s;j2ec~a1pm--U8=?r}LO1_5IXT_eq>?*KD*3pn1lQiH(t@LiH-y
z!FtX9f`S+>gctv-L6lJrG|3)4J#J<zj2Ek&hFUv40nf7f-WG7dm9@3FQKQ-Ph}cj|
zmXy3jQj9&sy%GWhtQ?e)aB&&bGLtQXn)e-x;f&3xd*~OpeN|Pd4<@(5!tH)L{`1Lq
zXZK$z{dml6C+2-p9_Ew1n}b!q!*(baJ5)*ZNM$Uxzj8m38h_=|t{L|e{b9ICV=338
z5PpIc_n1o`E{fMeowC`uifq3<5VL`EecT^}czQc>;F8i#YD95}ox489?g8ia$cYnH
zXM#(ZyS-u0?&zzpn;%Q-!-Wm3?Qn5BR5Va@;tFn6@4<QpV`}k5mW-u=y2U;hmU8li
zRwJG)d(glKyE@UN^>g5hn~a{z?uky?%-Vz=BK%Qa`N*|nSLE|{=IK5wD$&sW{MF_D
zLeLQt1;hCs=Y*BLUt*l&>}K8})ugnq@u4M)rH`a#j&^VBXg+qSntw?Bn_%=*rOxSs
zSs1neoNoLEqx51t>(9hlceK?<<s5?rlq2F@6LF2qjiV{~8-DY0-p#8T<6OZbMc-8{
z{2V@?f)9^%RJW6M7q|UbM^BkLpieO}GasD{b13d09d79$N=qokcBR1a^D$yo&q2X`
z#=GNFS&<+&%hH5jQ7Zyemk1cXGs_tBktN?6p{&dDY-l!v5spE-j2c*JB+#V;sLW#A
zVX9eB;x~4P?Lpf}$<aB9@TUF{85+OCcfaH^HU~d#%B>IW^NCV1L^_UivRJZR**8!o
z#*GJk0_Rbf4|opGw5y0KO+z-%A{}j+k!EV0Bf3b4%aWM6G%D&>MlRi`f~7h*hcf~-
z4??)NE%WrWA>jb2Ng*0Ov>+(#nl_9WhC_-vMG)}z3s1*|>^yDLRhQqsjE!}FL4txi
z9C3d(%rImd^E9278reAZmoO5(0@Ikzt(t8X6Y!Rb+kjX>&|K!QGLV1GM603Xfc&AM
zu4#Ts)k_I;Knby<*>2s>oBS>XwvjZEtZS-<gvXUjiw_E7m(lGLD8W$Y2Nj8P0n(OJ
zc%6p&{2{dzlMIMhs`c2iqzE&DN5}L*SswbTgDZv+RpU#IpKt3Zr@1Xplktl3^6T0V
zaR~49G`1<KURpO6Jtwp)9E-*grwqf#t|X><Vo*C08&?Xaam{}7P-_6+*xiME8tB?l
zZK_y?+Etrv=tO%UBk0s1ahryPV3`DmR7<={HikKiUl*%>FR44%(mpcYp>M2`0&7(i
zlbq8}&@+*oH<Rm&PEd$@y6RBFN693PTMkVoDo=+8jjGgQ_<O;<n&tvLLl9B|Tdc~u
z3TZl5^Ew#1Tv3<Wb4yaHlJgNFT{FxpaN~jJR*hpZGL<c8ab$#n)@U#_h@VI;9P#6;
zSt+3VW~L~ws=7OaPHQwPb;GFSP|~XNh+xo**ld%M&t&_iMHWLwa9CJn#;Q@hOB#dL
z1=D$@IMQi&&{2M=WzHTU>)gU%D|8`PgEq?&jdDdQfhb$wU}#r%(Q9H<tva0FSF{XM
zM!76G^hsMaBsUwOnCZ6-EUD#bd`;DCovtC1I)SDP1L{~LL5BJYcg$GMN8rApLzU2j
z4u_f45mHm(GQ&#RbZHqW&4h^M_soE|x{LynYC|c-hZkvv#Hn^6yNhv$=k+DxHE5Dj
zwA%J@K0=xmXKbac$I+u_Pa7E$AyX0ZV|<2zytky7<N%34OA0rSO~8iY1{I2U2Ol)t
zcC=<RB^``dV{k#$)TUXdT*st(&S^Xn7v6lpacEFJBBQe++sE9YOD#o74C)3ZTTN=F
z4C*togVH<!HFlR}^isa(BwHF9Wjac2Xw1)!@o0T7DeRJr!j{8O{bV0(0K*7H6!*DC
zk?0WG7j~8d&M$4*pw+_ZxG6uqq1quTR?&K#ghR_HdUu#A__Wf+EfPZnL9>*3a>e0J
zxpY<zC8na6X=`g2UA1Lg<6_Om^;0slRV%;c#wBJ0txHRIwO@yY`hhNZ*5TV;E<qC6
z1>G4M-A%P>w5f=?A@6O^z-{RoAg)SD>t@iVD|lYDCM<>CxnP5cMsJj{bTv`ZZ~Q>G
zGR?@)c84IZ|KjCozgw<vDo-l8el>e(*!lxf?_KMkl1f>pp6B-Ghz(2E3@m=>IdSjD
zi;jCI^1`-daiHQgD#=FZZF{<)$r-n;T*5xjoW1?|h0Tk#{9oMi_dR)XMtg@*aUrqt
zUIL=@!l9e@EH6214}%b^zfQjJ`~B4)?y0U1tPoabpFO*X*85f}34NgZ@a)dT>2Hen
ztbWd@ttz{*ppXA0=={Ye+gt-_C$IXcKbS<8T-t^PJRaJ&;(mOv`^bLs-V+xa7yhg&
z%N@J?`SI86WY2Jd3E`pM7mc4T_&Bd-jo#XM*v-Jf$o1kEC5Z^Pfo<$BdZiXvKnMv|
zo5v;wHau;cHO?4v&sDSrJOipXC6{!Yf(CtJil5$1Ewm83fkJyYb{m9;`69ZZ5NF*%
zV?SGKC1TKquUgepc9x?Zbh&o$y(Ee`%~&_IgK`_Xfs_NT>aI+~eNaw=q=`E$7xu-E
zqhh-8e91YzMr=4akxk0?j#B7fkf=oic}8;fVOHwgpD8MtD9JYBEYC6<sV(ot^cppx
z1I;sW0o2wQ(>$@!LDVT9#15{DhdMM4wl(5YcT7t<oW{@iK$Uc3m~x&ZfUbH?mze2k
z84JXUqMZ!UUp;)G&C6oUx<)6EuE?;a0frymP=Z_+ot{2zVA@yEt>l}NjOgtc5dCe0
zggCA$>bFRad5i?xtKdy&%Qg0mJcK8DNUE9p#i96IGeyzb8(H)b<A)7A{47~95{@m9
z>!XZH`Y7}1njad{{O}mP!@aA+@*lGUDs&ne5;B-Mk`R>r;7DX&wSgE73gaA0@rmoM
zQ_cKR;HQt(xiXd;i0M?R337R_do7J3JEl1hlcF1(9p*`fIQ68Z`A1>L2Vz2#QF_F?
zVucCtfLim9)x(`5=;q=F1#0*yyBbMy1%Bw93OYqJIDbkkbD^Asv8$t-ay7ebPI+7|
z9BXhMO{?d;$QljW<0g&%=zva;qmq%<dn7u4`#cy6ULiVXy6-)|(9hZ5FA@CG2#D=C
zLZ3fODuv7Cf4f(rn_+1}uVI<mGgK5KvZGS1e`EKwx6E6VqaxPZTLes``r<3tH;cW;
zwjJIFE~042t}c|N1|E7kksZqu((85=y?j=7<nMb=bRJ$Ds&hK_FmESw?Vx(>oq@A2
za*~c@r2e%&<aztyfkVIkTI$l{Sfz0MM!}=PcBSL+-OnX1;6w*<_|tBFPk(+qaR2s|
z#TU8fZ+(3KOVKrV-G}>FTD+4-wqzl1qGnblikwX*TCS<oCC85b>fma<Hu>cv`5FhQ
zCtrH^ZX{gTea!Km#lwAy$L!GpV)3-5cRwi#i}0+`vJcv&T>Q*%*OP$Dv@fo|=(T$K
zzf$QxuVktB<l*)TohRZ&d&|Na@0932Wp0e8SYQ3}(d93khCccS<==;G>`!ENjqn%0
zK$S<DYmUvO2SlXz)zXrjT8tOS;gUZysuJtgJjBG`qnU6`3-4_&N3i_a1n8<x6Eyps
zWVl9}D&Xo~l8h?9Qa>_hPcy)vmzJQ;tx>w+DEN%ia=8v1W78B<SIMH$0l{QX3Q!1Q
zpqEXibXVm3WK`H3Q04~p{?)F|9=0q+{btqJP%Tq-DkNgfPP!!(KGgHX`Jj)uj^wJ>
zSPPWiL6Ic|@inewU5RR`6&FMg%E@)nav_@QCcON7Z)R%#gmEr}*D1X;k3lIUVeH~Y
zba8Fy(-BqGlC93~)0uW7$@`NWx|#(+@n~`TJ}(RTHfAJKbSfpA=jajTYMQI@G>JG9
z$t5cp>y<07mW7isa)p9$bo8)vB((2!HakTV<5NFW4k>yMC-s6VrEok-Zo~F{t%#I`
zYWtcUA`u1ZM(L&8C>5!wI?(az=O+k&j<!#T`%uC^Ny9jwo`nSKU^y`~Ga&ou<>zZJ
zf>q!R4E&65%vf8i6>t{Jg^6jJipf56Dl`^&?22U33T!?n8C4F&Mgp3db9fzSZoD#}
z$w@$3V#6_{7%zoz%*VBCO0!+D@zi-~e?h)N3B+Hjk|_*rfygTK38NCFf&mAKGzMyS
zve$=gCvR5#m(bYCyh!NpK5Z%pi~R888%2HaGUmr%z^mH}?_^o5WF6FvpT{B-&qdG4
z#XVkXSs@A(eiJ&xo_crD`R55epCgYx>`BLz-V1B2dl2|dyHLXZK4s?H+Z+0>hyQ;2
z{F~{$8kf65=gL}gRcYoQF0G{N2}8rBOo&|myg!zjfLgm~yTX{QIr%ZzPQjKnHKKCX
z_DZREtJ2+lkE~AR=_-_NKaz85XP&t9UZkQW)a-omzLzGI@YvE-`+QyT4oo+r=H)rV
zlOIo?5AJq7uOC4E;V9#vx9`q_Zm+GfDs%GgUO{JBW>BCoSU|l5tuxrqu@9Pyw1t3I
zr(;V)Ek+gMlADl?FXns2C|B#(L3h!MNUTep)?=GAb-C==gr)|UcD3SJV&9U9Xms_e
zePt5mR|gX~O}9=xd@!f2spd`mJDuh1*YUyAT7Qf1OTSR&1h>Q*Cx$fpN%^ad>sav)
z9ThAJozEFSh`|%3;zi#GJ3}Z9O@vgfje$Dapk?v;85vQ1NEBu8&PWEOp~k##6Jp70
zHwLmt0Z0$C)jkD>b3@#}n=WJvyJA0b2yfO&Q;)!xqZT>DbD`D~bA>|dX6|{+STr^$
zv9iO_Z6Qow5tPGbj|*)5h1~E-z$J{Q`^Vb;;mr57mx>yuTrR%uN*Lr8&rz10#}S~v
zWwutMLPdF2|2qR&Qjy$7w9pZr3O@%?xZxllCMk#=4|QCrx;Cm#8X7De$pqE6ka)oB
zHdDy*Tp~qD2$*x5kOsSUF%nohW(TjBWkAkdt7WW-Ob_qAMj_qacw{%Lz2G0P39%D2
zJ%79jxt0!f5ulu|-0fLbl7q47DhC{G{gw;TWV+G0QRc6W|9)F6ZNB$?<8|`fY~krI
zjEJ(lDvqBbB<JL4rI_SctL2Hj0BDznkLAj4)*miEe={p)ef!on{!QcaC(qaC&(hDI
zJa0%(u6=%wkp(-)G%ivntjB4cKbZkKYFQzotkpj&DR)+eKK`-^Y3l^7wfm31J9+(j
z<D*@>*ISOdtQ_r@Ja;os@rQR}o!Yp4M|K{Fk^KEmAjj1F%8o<3vbGoMKAf<p9(-}`
z2#OHV<$zL>j~tpo6jqOk0*5vsmp0tFn~<!Q^%;d-5ly$(kKEaR?~Mo%{^_iR#=gg9
zC1uaDpIhX7ur0E&N=({$#7)v+A0+YaNL2KzM%txE*(Jb0Z+yNp5pk`j@Xm%-hv-$A
zNK@~U-l=O2UQK6@T|I#=(W?LYNc^%p(Xe!<_uL_ijN5RjjGxOE+T-tiaeck*b-&v7
zz36x5(zRqJgNSkIdIO8EdMv(HHVm${EI*$-wSIWz%CWWQH6}mPGwo?IR+L{a-a`(R
zXzzueYXZ;ezy@bXwSoQh6lRR;KL8S4oog>sSr=3@c7a8N8HLZ+NnKO>11J3N8``p(
z^5yt)ekucFS(u{IF#dOrA2u#cHuqdU490+T#w`oq#vZ4OmUtV*B8fVh1g?1PkRA!)
z?gKtQQM}F#U-G5A6?vC;tdS+qtJTO1{k!F}(~F)}_L~rOb0YCSJ+4HpoM0p-fL9dW
z!H^|t<$*8`U@K&;<`<1E4^e;%@6{D@76gMXx(ho;06+kAr%(pLS!?;>%5BO9B7701
zGB)EqLs|V46sbsT>pva2w5HFw8$YjQ6p^_|K?wIXtwg<!;Q1KD2w9xwzR_05kO%|S
zC?^^%RY%SOSF_uM<kb-Db-@j+$eWhSbx!lC8E(_s9=~T3GG9Hhve3<IpJ*(^&4%#4
z>j0AaRi(mU+YlY`$ib7#=`R^3z2JZdNh3D_Uj5?hc;Hbrg#1(rna4D95$QpAMVpYL
zp_#44*M9|Hm6?wa=1uAM2MEG+=#onNdg$U!jg7|CrH5Me|F7lzxZnRPv72YzRmT}!
z&!v*Iv7})t9fg#@!$R<Vv#tVbE?BEYhd$kKtz4i$KiT0o0QI@H@g;uG1o+|`xFd00
zO+|F=3f9tCSKT&wz*HEgGJS#&t&neOw?;_c$n#t`3$QgZ4?*eID(bUy{Co><I1dC-
z!y9F?>=#0o%t)idF75iFQ@nN5Rs>QtWs9DzW6;G?RN>q8<C~Dr#J+(|$ZL|pRP5wS
zqWSXoBVbE8QcUB1t8{KyOn!vH!HHmN20D^flS7QsKn@y%owsXO-GubiY`tRnMxbX{
zH2wNzif>Ul9Yg>VwWTZ&`zE|ybi);u+nY|M*?t=9uDyIzUNmGQJefK8^LXzYQRXP+
zJXl?YT@Z*2qmIcC5o?U0bVP!VcD}?cAUeT$J1S!1mxs3Ugf?NhdSWVx@Ffx}VTuTB
zQ>DgsL*}-^t$QqfVg@{6B-gjcP@@MdX<26D<9*)?w~b4txl{I;ohXbvw%OFTb0&LS
z0QX@_P~!1hrUs0E?Wg}3#~?RQ=TN{>Z9z}kKjWB)mWCAdi`NQS9+HG#{ks}RBsKpt
zN&S}?*Kq|X9KmXrD&e`RkoHkp8bqc8O6v^sLsN~}5<1}KX3GbuT0832K${Vn*DBXD
zy;h^VKqyw&a@v}W>AFqGCgiTjo7?$?-50aeJpBK+gz$}7__^xNzmW`6gla>MK$T8g
z`-~-R1g8<nO$t}Ec3NbD6w$f~S(gfzN#l#2(t5emAzPk#uLi`N!66>SVEj!Xeu&%i
z-MxXP7{+)+q{__fSTe9ItTmHw-O&+D3~H&5q;k{O*Y~X4*@V2}0!$ojN_TV~T6u|b
z$t352q`#+6M66rm0*`8se+A-Nvwg2oOU?HZuH|x~xwoLML&{qo)p|x0Z%2-MTEF9o
z)7We&Fz78qD<eE$dgj(86YD4MgyN+z<Lgr38#S%vs)<RJ;u%wVdQT>xk1R893sC=V
z7=XrPDjH!8amJ0U<Nirr9WfD0Me`OaFe*k0u?bmzuyTj6S~bB=%y1e%kOA7dBj4J6
zZUOGO*F{8JT_ddR7}tMN{BB6FX!u_Oz}^3oI)2jA{pHb{uZX92Jz0tUBQmR+A(rmW
z2^M=#x>@cycBEyyy;<a|BTw;+#heE}FTUHO_txOSm-FoHt``#bkpJwjzKNs}-@@Mh
z(5X)V;VtE#s3f1C6HTC#Gs@Q8<HlH77%xH28xy;cjKtGg{#hpM>RP9>It5S5b}LjW
z%seE79#%lY|9;tj^5Z_JUX?Ltm}&6syr=c3{_0!Mr#?L|Any$B=zrK65u<)wEiw7S
z%`a~Sr3=alBI=pbr%yaA-1p0FYgO_~@jPp^@ta9mM|;KEEAl@LH@f)5-JOy1;1*67
znLmFt78gms*!+&PH{5X7!(ihZCj;Daf4G>@n)FNm3+MYq0eKSVwH<aFRu^c*+PSW{
z3M7*NpjgHI@%0bO?S9X4Z+^Sxc4_-Yo8IxVflz6AqhIu%qPOX7+kedabachDJLKZ^
zaTkD;u~ov`>+d;~H>{Ycw4YbveHu+Zs-!uf^PQ%}-|Gs)<JIF;n5l!rD6MNOQ^AW(
zNDPHmye<}gtD))3vzI}hpcCIagp@L?u0Kl@z(Xu2oF_z&gKmcdSb}dD@fyqT+tr|R
z4fGn_*|=}FGQ8j(2p|)7_BmEzcr|0CpP$P2Y-UFzde&97@Y}6#B<O;!hG=*-77=Xx
z$)$}%%aI;CcyU^b*Z5KbSSZAZ-KDBhBsRw#+0&^VUc3o8!r>>$Gz+iFwRBffYZUAO
zcLW!t_`qzDaqNGY){o`qtZlj8Myc?i(-uAVKQHNakmy`VepJ42#(%hpX$hdS$|0YS
zUq0xY&~9b<;YIM4jp;^|zc6XSRnbS7_W|P#qKY?KDJ&GzCN`-~5MI&(HReu*Ke#Sy
zCYf>BG>QT%vg3Co6ZCP)3<^vkI*sHOJc0}Hf?*pM0_%I*(qG3Kt)u`Bp-?jbYx|$o
z%Crn#<x*36N&gH5XcI!szJw`koce$>GP(u$GExigM_sm45Ph-}I%W#m#;XTJ89qb4
z-db%78iISP3!z@{MBGNM@tmAxbI*Ok=ZR%UN6&QDy3q<vM|5kU1P0r9_4OJaq;&{9
zF-Y!AFtGL}rXwZP>?=(9Gx4HJ@w$fvZsVmyTfZ@7=?j75OUcmssk(SETvMo{DAJ<O
zrte`Ohg26(+wP8I41z5_rQZ)#81q}wT0g#S{0W=`n2ws36ZZL(cV|OafHWy0#9?~k
z%Eq(^MVXW6O#qO3tomihvM_y$sM=`!{i)Csy`0JvNd>WO(2<Uf6|+y+36g|FkRo{q
zachMn*a?wBF5Jg|CPp?iEwzb$L;6sKyjYvAG0jU;I(bzsyxhxT<f^n>c!Fkj+a{#u
zxM)CUJ#_VH<tF3~efgv6wYl}q*g!v~U1Cf#%WXb}G4E|Gr#UcdDzlX3Jt*e_1_9O^
zZ#iLgPztO*N`|osY4(bs<-75;28Tw_?pe`qSInM1lV1j(10a*i{x_o@6|?mN46Txw
z_dx!g7pjKK4wA`|X4ngi78=F`FDNl2TG9|t;gBjXth&|@{3KV=5^K8QBDGwzl1f>-
z(p#jPcd5k)jMFSu_*^fp^WV(6wvOW{J4Onu9)raRyMcPUGG?`EOmi%@nz>`y1vsV3
zCM4nDCGcZ>_cNNrA2ogOQticCBat^+!b`L^wtuC(v(l|R4UsqW_?N{q%0`UkBFD5I
zB4xYsIUy}6)0J#mVb6#cquDfDJ*0S$JAy7=qxLeSHX*yK0OaGdXGrvh6#}pk_u?6;
zLVv=l-ZPI+=?eW~n2&Y4zwbbj{*~4?wBFWFd}_d)##0(+36UL8RTj-y=$P2DEVWI@
z1G7nN?kmpt*d}B_{v!*>i1D|e!}KQPSakoVI`=cMmDi(!0!H7zty~ipV`-=_zJzat
zz?JYRd|g~c&1;vX;^1-PPj(>mBy5EqO+p<pl*@i?zh;>m*d#0DuG;|reXDt~T47o5
zS^CS34t~BWheZCq10C$w#RfJym=+Wy8Xh#AQ!rA&_eC@1viz%R3SR?HO)Z|0Ej--0
zKM3?72@_1%%eZ{0;hHTcJu|roES^c3PVWL}r#$1|Y&))V^)!o%D@<sr)48G~|7o;*
z&ME!&LXrZa2JAJBuxvGP)IsapuV;tA|2~9*Gk1|*$8T91wKrKy^scHc5P;?C!%xo{
zF)fC_zc(X}vOHCdp4;AUBq|+GGd-ZuvsBcezK*8k-|>i8Yq0B5h5CkI%`S45tHc`a
z#sKNQriL2k=}kzN=0&B0Qu~7v{0S>^EPHV|AN9lE&kO@b>tya%@;Nn#*0~myE;^P}
zQadCOG$Zwot14TH_;mne-y;T(k7><8a2kTGsMCm2*mxcN0ppW*=}+v%%ylUs^U~q>
zZ&pn;@b>;#Zp0|;xe9cY6PoeLwV3!jL4Cm>{YU{D_>;g>IV6GEgz&0sF-!1eb?;?b
zpMsDZYhApaH1S)eXxq2m5z4Yw?KFJ--?qoyj{xzHuJn?wsMc$Rv1NTkQZuute(zP&
zvSrZrNm$+1TOk3C+QhJVN7n0jBt_A9Yj^<0RStnCtl!+vbS5q%-0a>i{i_vt5e-aX
zDIEu;bp#9XvIS}|or>ncC4+FCy5>&=unnFfNZmk_=x9)uV@|k5>>05-Na$8LqJneZ
z!Hbo4Aoj^r%Md~toaW|c-oI>5e>YauWZlq55!#|_lA)TN+6ys(dC9NT^Syo2`?kD9
zS)JModemN5zs!XF9EPi4M~>o4V$l-~N1mWw-iUted?#RA<LG+RV}sF@Y~enyX_QsL
zN!W*N)j3CQ?6e?~{xg&3{*O#PE&Kc9Zy#DuJA~xzzka=4Ch$h$zR65M#^R?PyDjo8
zPh{oTPgB3y?F~Fk&^wGXG5F#5skMZh%U<=ud&&twG<SEk+p5vM`BH;`KLTv@F$=h~
z0krm`BbuJ?JfmA<v|s%4)aC-<&F#+nL9bou;jd~RqFqNa8ctuh5G`AHtp8B9(~+Xn
zA7q1#d?>Y$(o<GPd$V?qBqZE?eRZI;-#8lo^iIen!|>|-HBVj1|CUVM>2)_Bd&W9e
zSiedsy?Z1v=km2D0<BR^!&?e7KPH_>D5}}n5CG5UC*m|C>U~UR|0Awy_aPT<sb<c&
zpGh(ztZbtxSMxoLDO-67q*sMQ3L&RHn1MhjRWBT0zp!{!YvV=c(nG@NwH{*WhI(gX
z7n5*p+;sHFjO79b*hdnSO>N2$4~Y{<)w|6{bcWhYMQ-H@Wn!1v-}t8eLDi@caAX3K
z(StT)RAA~hO&gXIM+Yf&aiJZyizxYKh46syhX}d_Y7mGriEM5;W%x2MfEBkGiRiFP
zjPLg^udP9pf@lOVceBDFP;@(A#mWgGG+R_HgyW^QWnLYE0YrMNZUCUioEN+qqDX=)
zHH1Yse;+q^$w?PZgDyy3HzEaeNz^-zOCIozk<|(qy(C%!Cq#?_a-od&Iqo7TXhG!U
zvgw5@KZD@9<p-}l2=ne|J0^gpY&WYr#gz4LDg6qq(nANQE1{CRNF9{r#&FRs1Ufga
z{mKLwX9$K;&<-#CkXO}b41O)wN6D+0MFp7hXdn1EXukSol4U2)RJE}!Xl^m%pY362
z{g3UDfJy3$U-l<SN>hWommyg@GGlY865~blM(t%C|3ug3v4fWiOY^GwB?+qu={4)M
zTe;QsAKdBzwC44mxmi~It&sjF<zLWg;=0Sabiy`4ddhIVYTpNp9-qO2d10%^x576;
zcx&Mn4`8`)oDV<^@kT8y5FRMBCII;VnI0>yd61j=03-2TxTs%Y(h(j$f@V)A=+(yN
zYy63vCbFhNAbtPDZ6(UQY@x0G#$Q3<QIbQUbNVa)ByO0ziEN>F^S7|-7jh(0?bz}>
z>0hDz%c71?GtT@G{Sj-&L~q0>_8o-TB`(&2WU{zQdL3W4P=Z&O${_%)x{0Cj@KR=e
zF211Sum3P+s|ibrXj|1^Q+|75&Oj{SiQmuNhR!&0Sco$jD7WdFptog<j>CDr{OnXj
zYP>}Hz*d+`umivp3nr8mrUOuRHo|^^irg{@@E5YKzZ0nb5ihE0+)j#5VkRm=rS67;
z6XIJ+W!F{-Fo;O_d;IW{t@b(rJG9F~s1TbJBMWL5@Ig!8Z{C;>;yN8T==f+2;&<RR
zX~5e7B*0)_aXy!k!S-k_rL>sfvj9AXZ~b*qRr&MTP&voUIkk#PH{IBO8_K>bbJ=Fb
z2+sF#^b*8bK6oFPC-bNz&ap8|Y|`*|CF$KYC*pr8vE987hJ<ZH8BsuZP|^hlA%{)K
z-|lCt>R%(Ky`X^YT>-ePp4pY&T980~srsvEVqFqY>acjB-!=1FVY4Rv7lvP4cz%7~
z0%V(#>O;>>2<}0~T~I?Wf0CzWZ}oc^UUwI9Os^DiG~GCfoBmYW-p%FJ-KQ9<L?sBy
zbRq)*wpRzDlU4T`rf9c6h{^%ciep5LCBHF=bXj58OuqTTyVm!^kGcKVvtMz(d<h)T
z*em;oqGy0(%kH<3%SW1z825u7P3W)3In(nG^+@XzRCiwce><7JuglCzkbn30L)@jh
z(kCq9kEzE&xw3+6P1Baw%2N;fRzlPx8s`~}>^!lh5nz=#IeEfy=L1-(TK<m4HuZ-+
z+r@sqxte?lQu6Nh1&aiWgcC2k?mmDUoY-mZWku?!D~mnw{t|Pqb67`%le_Tgd)(~{
z8Xgjp!lt8L<u6JCYmcTtySz^-OTGX(blNbQQr2gF=D(kwS0l!lA!0*>0*|F)m2&HD
zx^kj{WkXp!7shiGH2oTTU?tV&#AlPSqM(P;wD`>5FJ1p5(zW7f`kOuCzOR0fby-Ll
z`LJcf^<fH!+(t~?&qA{)A`3Os!PuUv{~dBq{?Ah<B@h|n)Y2DYS<RDz&>-oZQ6e5G
zkr&dmm5?Z7Du+OUZ~E6WLr@#}R!g;NQY&FcBMKI8HQ@-#KVdIs!qIUZV<`yF0QC2*
z<Y=AFxuVxD^{L%ip}tFeLYl{?v@|vPn!<3$<QB}M%x&wf(-J-os_;e)ktNg;gEl<>
zGqLz>;ia>15-_O4SKq`5zVF@#JLEsqgvl6pH@&^s3=1nIR)kBy5IMLQh!pid1_J!u
zz~{hOz51nEjfkz;%(lnz<h8cO3g2j6c=lfO`P*Ndai<;4%Hm;Ax0dfB=RB<90eo-g
zSB^BpNYEUfWZ5(>`99zO@n>qRJl=B__%K)@Cr}?d^}$hC3`jiBoZ+?CdV*8c-ePbf
zqz~m)4KQj%;->jY772RapAv46h*cgMDrW*xg9JxvZIaGpB4?~8vH0B9ghVLyd6h$y
z#i!4J*DZ!92s1_#V(}{}Tjw*V4=CJFv6OXjE_Xra+P?&<<ET!ke-t{zOk&o!PtNB4
zdqY1YDK=5#D%6%2vX%F?YAL{^hCoX4`v8)?evnfwWos(6;J~gVy%m*XqU*QAM#(<0
zmj5@oxBr&|J2UWvoRSkWIwu&_3aO_e-O!=n)i!+NOvvbPCNsy}^BQl)DJ8@8!#_ny
zp$EH?6GdP7O>iJZv|R8le!Zlu?}I2EKl{&Gtr0kPDS*TBx{>PzXZN2ni|9ru3Sh<~
HY<~P-kwdYC

literal 0
HcmV?d00001

diff --git a/docs/source/features/workspace_analyzer/caches.md b/docs/source/features/workspace_analyzer/caches.md
new file mode 100644
index 00000000..40e70a94
--- /dev/null
+++ b/docs/source/features/workspace_analyzer/caches.md
@@ -0,0 +1,212 @@
+# Workspace Analyzer Caches
+
+The Workspace Analyzer Caches module provides simple and efficient caching mechanisms for storing and reusing workspace analysis data.
+
+## Table of Contents
+
+- [Overview](#overview)
+- [Cache Types](#cache-types)
+- [Usage Examples](#usage-examples)
+- [Best Practices](#best-practices)
+- [API Reference](#api-reference)
+
+## Overview
+
+The caches module provides simple caching mechanisms for workspace analysis data to improve performance:
+
+- **Memory Cache**: Fast in-memory storage for small to medium datasets
+- **Disk Cache**: Persistent storage for large datasets or long-term use
+- **Simple API**: Easy-to-use interface for both cache types
+
+### When to Use
+
+- **Memory Cache**: When you have sufficient RAM and need fast access
+- **Disk Cache**: When working with large datasets or need to persist results between sessions
+
+
+## Cache Types
+
+### Memory Cache
+
+Fast in-memory caching for medium-sized datasets:
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.caches import MemoryCache
+
+# Create memory cache
+cache = MemoryCache()
+
+# Add data
+positions = [...]  # Your pose data
+cache.add(positions)
+
+# Get all data
+all_data = cache.get_all()
+```
+
+### Disk Cache
+
+Persistent disk caching for large datasets:
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.caches import DiskCache
+
+# Create disk cache
+cache = DiskCache(save_dir="./my_cache")
+
+# Add data
+positions = [...]  # Your pose data
+cache.add(positions)
+cache.flush()  # Save to disk
+
+# Get data
+all_data = cache.get_all()
+```
+
+### Cache Manager
+
+Simplified factory pattern for creating caches:
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.caches import CacheManager
+
+# Create memory cache
+memory_cache = CacheManager.create_cache("memory")
+
+# Create disk cache
+disk_cache = CacheManager.create_cache("disk", save_dir="./cache")
+```
+
+## Usage Examples
+
+### Basic Usage
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.caches import MemoryCache, DiskCache
+
+# Memory cache example
+memory_cache = MemoryCache()
+
+# Add pose data
+poses = [np.eye(4) for _ in range(1000)]  # Example data
+memory_cache.add(poses)
+
+# Get data
+cached_poses = memory_cache.get_all()
+print(f"Cached {len(cached_poses)} poses")
+
+# Disk cache example
+disk_cache = DiskCache(save_dir="./workspace_cache")
+disk_cache.add(poses)
+disk_cache.flush()  # Save to disk
+
+# Reload data
+reloaded_poses = disk_cache.get_all()
+```
+
+### Real-world Usage
+
+```python
+# Cache usage in workspace analysis
+def analyze_workspace_with_cache(robot_config, use_cache=True):
+    if use_cache:
+        # Use disk cache to save results
+        cache = DiskCache(save_dir=f"./cache_{robot_config.name}")
+        
+        # Check if cached data exists
+        if cache.get_batch_count() > 0:
+            print("Loading data from cache...")
+            return cache.get_all()
+    
+    # Generate new workspace data
+    print("Generating new workspace data...")
+    poses = generate_workspace_poses(robot_config)
+    
+    if use_cache:
+        # Save results
+        cache.add(poses)
+        cache.flush()
+        print(f"Cached {len(poses)} poses to disk")
+    
+    return poses
+```
+
+## Best Practices
+
+### Choosing Cache Type
+
+- **Small datasets (< 100k poses)**: Use `MemoryCache`
+- **Large datasets (> 100k poses)**: Use `DiskCache`  
+- **Need persistence**: Use `DiskCache`
+- **Temporary computation**: Use `MemoryCache`
+
+### Simple Selection Function
+
+```python
+def choose_cache(data_size, need_persistence=False):
+    """Choose cache type based on data size and requirements"""
+    if need_persistence or data_size > 100000:
+        return DiskCache()
+    else:
+        return MemoryCache()
+
+# Usage example
+cache = choose_cache(data_size=50000, need_persistence=True)
+```
+
+
+
+## API Reference
+
+### Basic Methods
+
+All cache classes support these basic operations:
+
+```python
+# Add data
+cache.add(poses_list)
+
+# Get all data
+all_data = cache.get_all()
+
+# Clear cache
+cache.clear()
+
+# Flush to disk (DiskCache only)
+cache.flush()
+```
+
+### Creating Caches
+
+```python
+# Memory cache
+memory_cache = MemoryCache()
+
+# Disk cache
+disk_cache = DiskCache(save_dir="./my_cache")
+
+# Using factory method
+cache = CacheManager.create_cache("memory")  # or "disk"
+```
+
+
+
+## Quick Start
+
+```python
+# Simplest usage
+from embodichain.lab.sim.utility.workspace_analyzer.caches import MemoryCache, DiskCache
+
+# For small datasets
+cache = MemoryCache()
+
+# For large datasets or persistence needed
+cache = DiskCache()
+
+# Add data
+cache.add(your_poses)
+
+# Get data
+result = cache.get_all()
+```
diff --git a/docs/source/features/workspace_analyzer/configs.md b/docs/source/features/workspace_analyzer/configs.md
new file mode 100644
index 00000000..5888261a
--- /dev/null
+++ b/docs/source/features/workspace_analyzer/configs.md
@@ -0,0 +1,648 @@
+# Workspace Analyzer Configurations
+
+The **Workspace Analyzer Configs** module provides a comprehensive configuration system for robotic workspace analysis. This module offers type-safe, well-documented configuration classes that control every aspect of workspace analysis, from sampling strategies to visualization options.
+
+Based on the `WorkspaceAnalyzerConfig` dataclass and its sub-configurations, this system provides modular, extensible configuration management for all aspects of workspace analysis.
+
+## Table of Contents
+
+- [Overview](#overview)
+- [Configuration Types](#configuration-types)
+- [Usage Examples](#usage-examples)
+- [Best Practices](#best-practices)
+- [API Reference](#api-reference)
+
+## Overview
+
+The configs module enables fine-grained control over:
+
+- **Sampling Strategies**: Control how joint space is sampled
+- **Caching Behavior**: Configure result caching and storage
+- **Metric Calculation**: Define which metrics to compute and how
+- **Visualization Options**: Customize visualization appearance and behavior
+- **Dimensional Constraints**: Set workspace bounds and exclusion zones
+
+### Key Features
+
+- **Type Safety**: All configurations use dataclasses with type hints
+- **Validation**: Built-in validation and sensible defaults
+- **Extensibility**: Easy to extend with custom configuration options
+- **Documentation**: Comprehensive docstrings for all parameters
+- **Modularity**: Separate configs for different analysis aspects
+
+## Configuration Types
+
+### 1. Sampling Configuration
+
+Controls how the robot's joint space is sampled for workspace analysis.
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.configs import (
+    SamplingConfig, SamplingStrategy
+)
+
+# Basic uniform sampling
+config = SamplingConfig(
+    strategy=SamplingStrategy.UNIFORM,
+    num_samples=10000,
+    grid_resolution=20,
+    seed=42
+)
+
+# Random sampling with larger batch size
+random_config = SamplingConfig(
+    strategy=SamplingStrategy.RANDOM,
+    num_samples=50000,
+    batch_size=5000,
+    seed=123
+)
+```
+
+#### Available Sampling Strategies
+
+- **UNIFORM**: Uniform grid sampling across joint space
+- **RANDOM**: Pseudo-random sampling with specified seed
+- **HALTON**: Quasi-random Halton sequence (better coverage)
+- **SOBOL**: Quasi-random Sobol sequence (low-discrepancy)
+- **LATIN_HYPERCUBE**: Latin Hypercube Sampling (space-filling)
+- **IMPORTANCE**: Importance sampling with custom weight function
+- **GAUSSIAN**: Gaussian distribution around specified mean
+
+#### Advanced Sampling Examples
+
+```python
+# Quasi-random sampling for better coverage
+halton_config = SamplingConfig(
+    strategy=SamplingStrategy.HALTON,
+    num_samples=25000,
+    batch_size=2500
+)
+
+# Gaussian sampling around robot's nominal pose
+gaussian_config = SamplingConfig(
+    strategy=SamplingStrategy.GAUSSIAN,
+    num_samples=15000,
+    gaussian_mean=0.0,  # Center of joint range
+    gaussian_std=0.3    # 30% of range as std dev
+)
+
+# Importance sampling with custom weight function
+def weight_function(joint_values):
+    # Higher weight for configurations closer to zero
+    return np.exp(-np.sum(joint_values**2))
+
+importance_config = SamplingConfig(
+    strategy=SamplingStrategy.IMPORTANCE,
+    num_samples=20000,
+    importance_weight_func=weight_function
+)
+```
+
+### 2. Cache Configuration
+
+Manages caching of analysis results for improved performance.
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.configs import CacheConfig
+from pathlib import Path
+
+# Basic caching configuration
+cache_config = CacheConfig(
+    enabled=True,
+    cache_dir=Path("./workspace_cache"),
+    use_hash=True,
+    compression=True
+)
+
+# High-performance caching setup
+performance_cache = CacheConfig(
+    enabled=True,
+    cache_dir=Path("/fast_storage/workspace_cache"),
+    use_hash=True,
+    compression=False,  # Faster access, more storage
+    max_cache_size_mb=5000,
+    cache_format="npz"
+)
+```
+
+#### Cache Configuration Options
+
+- **enabled**: Enable/disable caching entirely
+- **cache_dir**: Custom cache directory (default: system cache)
+- **use_hash**: Hash-based cache keys for consistency
+- **compression**: Compress cache files to save space
+- **max_cache_size_mb**: Automatic cleanup of old cache files
+- **cache_format**: Storage format ('npz', 'pkl', 'h5')
+
+### 3. Metric Configuration
+
+Defines which workspace metrics to compute and their parameters.
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.configs import (
+    MetricConfig, MetricType, ReachabilityConfig, 
+    ManipulabilityConfig, DensityConfig
+)
+
+# Comprehensive metric analysis
+metric_config = MetricConfig(
+    enabled_metrics=[MetricType.ALL],
+    reachability=ReachabilityConfig(
+        voxel_size=0.005,  # High resolution
+        min_points_per_voxel=2,
+        compute_coverage=True
+    ),
+    manipulability=ManipulabilityConfig(
+        jacobian_threshold=0.001,
+        compute_isotropy=True,
+        compute_heatmap=True
+    ),
+    density=DensityConfig(
+        radius=0.03,
+        k_neighbors=50,
+        compute_distribution=True
+    ),
+    save_results=True,
+    output_format="json"
+)
+```
+
+#### Metric Types
+
+**Reachability Metrics**:
+
+- Workspace volume calculation
+- Coverage percentage
+- Reachable point density
+
+```python
+reachability_config = ReachabilityConfig(
+    voxel_size=0.01,           # Voxel resolution for volume
+    min_points_per_voxel=1,    # Occupancy threshold
+    compute_coverage=True      # Coverage vs bounding box
+)
+```
+
+**Manipulability Metrics**:
+
+- Manipulability index throughout workspace
+- Isotropy analysis
+- Dexterity heatmaps
+
+```python
+manipulability_config = ManipulabilityConfig(
+    jacobian_threshold=0.01,   # Minimum valid manipulability
+    compute_isotropy=True,     # Condition number analysis
+    compute_heatmap=False      # Generate spatial heatmap
+)
+```
+
+**Density Metrics**:
+
+- Local point density
+- Distribution statistics
+- Clustering analysis
+
+```python
+density_config = DensityConfig(
+    radius=0.05,              # Local neighborhood radius
+    k_neighbors=30,           # Number of neighbors to consider
+    compute_distribution=True  # Statistical distribution
+)
+```
+
+### 4. Visualization Configuration
+
+Controls the appearance and behavior of workspace visualizations.
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.configs import (
+    VisualizationConfig, VisualizationType
+)
+
+# High-quality point cloud visualization
+viz_config = VisualizationConfig(
+    enabled=True,
+    vis_type=VisualizationType.POINT_CLOUD,
+    point_size=3.0,
+    alpha=0.8,
+    color_by_distance=True,
+    voxel_size=0.02,
+    is_voxel_down=True,
+    show_unreachable_points=True
+)
+
+# Sphere visualization for presentations
+sphere_viz_config = VisualizationConfig(
+    vis_type=VisualizationType.SPHERE,
+    sphere_radius=0.008,
+    sphere_resolution=15,
+    alpha=0.6,
+    show_unreachable_points=False
+)
+```
+
+#### Visualization Options
+
+- **vis_type**: Visualization method (POINT_CLOUD, VOXEL, SPHERE, MESH, HEATMAP)
+- **point_size**: Size of rendered points
+- **alpha**: Transparency level (0.0-1.0)
+- **color_by_distance**: Color-code by distance from base
+- **voxel_size**: Downsampling resolution
+- **show_unreachable_points**: Display unreachable regions
+
+### 5. Dimension Constraints
+
+Defines workspace bounds, exclusion zones, and physical constraints.
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.configs import DimensionConstraint
+import numpy as np
+
+# Basic workspace bounds
+dimension_config = DimensionConstraint(
+    min_bounds=np.array([-1.0, -1.0, 0.0]),  # [x_min, y_min, z_min]
+    max_bounds=np.array([1.0, 1.0, 2.0]),    # [x_max, y_max, z_max]
+    joint_limits_scale=0.95,  # Use 95% of joint range
+    ground_height=0.0
+)
+
+# Complex workspace with exclusion zones
+complex_constraints = DimensionConstraint(
+    min_bounds=np.array([-2.0, -1.5, -0.5]),
+    max_bounds=np.array([2.0, 1.5, 2.5]),
+    joint_limits_scale=0.9,
+    exclude_zones=[
+        # Obstacle 1: table
+        (np.array([0.3, -0.5, 0.0]), np.array([1.2, 0.5, 0.8])),
+        # Obstacle 2: wall
+        (np.array([1.8, -1.5, 0.0]), np.array([2.0, 1.5, 2.5]))
+    ],
+    ground_height=-0.1,
+    enforce_collision_free=True,
+    self_collision_check=True
+)
+```
+
+#### Constraint Options
+
+- **min_bounds/max_bounds**: Cartesian workspace limits
+- **joint_limits_scale**: Scale factor for joint range usage
+- **exclude_zones**: List of forbidden regions
+- **ground_height**: Floor level for filtering
+- **enforce_collision_free**: Enable collision checking
+- **self_collision_check**: Check robot self-collisions
+
+## Usage Examples
+
+### Basic Workspace Analysis Setup
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.configs import *
+
+# Complete configuration for basic analysis
+sampling_config = SamplingConfig(
+    strategy=SamplingStrategy.UNIFORM,
+    num_samples=15000,
+    grid_resolution=25,
+    batch_size=1500
+)
+
+cache_config = CacheConfig(
+    enabled=True,
+    compression=True,
+    max_cache_size_mb=2000
+)
+
+metric_config = MetricConfig(
+    enabled_metrics=[MetricType.REACHABILITY, MetricType.DENSITY],
+    save_results=True
+)
+
+viz_config = VisualizationConfig(
+    vis_type=VisualizationType.POINT_CLOUD,
+    point_size=2.5,
+    color_by_distance=True
+)
+
+constraints = DimensionConstraint(
+    min_bounds=np.array([-1.2, -1.2, 0.0]),
+    max_bounds=np.array([1.2, 1.2, 1.8]),
+    joint_limits_scale=0.9
+)
+```
+
+### High-Performance Configuration
+
+```python
+# Configuration optimized for speed and large datasets
+fast_sampling = SamplingConfig(
+    strategy=SamplingStrategy.HALTON,  # Better than random
+    num_samples=100000,                # Large dataset
+    batch_size=10000,                  # Large batches
+    seed=42
+)
+
+fast_cache = CacheConfig(
+    enabled=True,
+    compression=False,                 # Faster access
+    cache_format="npz",               # Efficient format
+    max_cache_size_mb=10000           # Large cache
+)
+
+minimal_metrics = MetricConfig(
+    enabled_metrics=[MetricType.REACHABILITY],  # Only essential
+    reachability=ReachabilityConfig(
+        voxel_size=0.02,              # Lower resolution
+        compute_coverage=False         # Skip expensive computation
+    ),
+    save_results=False                # Don't save to disk
+)
+
+efficient_viz = VisualizationConfig(
+    vis_type=VisualizationType.VOXEL, # Faster than spheres
+    voxel_size=0.03,                  # Aggressive downsampling
+    is_voxel_down=True,
+    show_unreachable_points=False     # Reduce complexity
+)
+```
+
+### Research Configuration
+
+```python
+# Configuration for detailed research analysis
+research_sampling = SamplingConfig(
+    strategy=SamplingStrategy.SOBOL,  # Low-discrepancy sequence
+    num_samples=50000,
+    batch_size=2500
+)
+
+persistent_cache = CacheConfig(
+    enabled=True,
+    cache_dir=Path("./research_cache"),
+    use_hash=True,
+    compression=True,
+    cache_format="h5"                 # Good for large datasets
+)
+
+comprehensive_metrics = MetricConfig(
+    enabled_metrics=[MetricType.ALL],
+    reachability=ReachabilityConfig(
+        voxel_size=0.005,             # High resolution
+        compute_coverage=True
+    ),
+    manipulability=ManipulabilityConfig(
+        jacobian_threshold=0.001,
+        compute_isotropy=True,
+        compute_heatmap=True          # Generate heatmaps
+    ),
+    density=DensityConfig(
+        radius=0.02,                  # Fine-grained density
+        k_neighbors=50,
+        compute_distribution=True
+    ),
+    save_results=True,
+    output_format="json"
+)
+
+publication_viz = VisualizationConfig(
+    vis_type=VisualizationType.SPHERE,
+    sphere_radius=0.006,
+    sphere_resolution=20,             # High quality spheres
+    alpha=0.7,
+    color_by_distance=True,
+    show_unreachable_points=True
+)
+
+detailed_constraints = DimensionConstraint(
+    min_bounds=np.array([-1.5, -1.5, -0.2]),
+    max_bounds=np.array([1.5, 1.5, 2.0]),
+    joint_limits_scale=1.0,           # Full joint range
+    exclude_zones=[],                 # No exclusions for research
+    enforce_collision_free=True,
+    self_collision_check=True
+)
+```
+
+### Configuration Composition
+
+```python
+# Create configurations programmatically
+def create_analysis_config(
+    resolution: str = "medium",
+    enable_cache: bool = True,
+    visualization_type: str = "point_cloud"
+) -> tuple:
+    """Create configuration set based on analysis requirements."""
+    
+    # Resolution-dependent settings
+    resolution_params = {
+        "low": {"samples": 5000, "voxel": 0.05, "batch": 1000},
+        "medium": {"samples": 20000, "voxel": 0.02, "batch": 2000},
+        "high": {"samples": 80000, "voxel": 0.01, "batch": 5000}
+    }
+    params = resolution_params[resolution]
+    
+    sampling_config = SamplingConfig(
+        strategy=SamplingStrategy.HALTON,
+        num_samples=params["samples"],
+        batch_size=params["batch"]
+    )
+    
+    cache_config = CacheConfig(enabled=enable_cache)
+    
+    viz_config = VisualizationConfig(
+        vis_type=getattr(VisualizationType, visualization_type.upper()),
+        voxel_size=params["voxel"]
+    )
+    
+    return sampling_config, cache_config, viz_config
+
+# Usage
+low_res_configs = create_analysis_config("low", True, "voxel")
+high_res_configs = create_analysis_config("high", False, "sphere")
+```
+
+## Best Practices
+
+### Configuration Management
+
+1. **Use Type Hints**: Leverage the type safety provided by dataclasses
+2. **Validate Parameters**: Check parameter ranges before analysis
+3. **Document Choices**: Comment configuration choices for reproducibility
+4. **Version Configs**: Save configuration alongside results
+5. **Test Different Settings**: Experiment with sampling strategies
+
+### Performance Optimization
+
+```python
+# Performance tips based on use case
+def optimize_for_speed():
+    return SamplingConfig(
+        strategy=SamplingStrategy.RANDOM,  # Fastest generation
+        batch_size=10000,                  # Large batches
+        num_samples=20000                  # Moderate resolution
+    )
+
+def optimize_for_accuracy():
+    return SamplingConfig(
+        strategy=SamplingStrategy.SOBOL,   # Better coverage
+        batch_size=2000,                   # Moderate batches
+        num_samples=100000                 # High resolution
+    )
+
+def optimize_for_memory():
+    return SamplingConfig(
+        batch_size=500,                    # Small batches
+        num_samples=15000                  # Moderate total
+    )
+```
+
+### Configuration Validation
+
+```python
+def validate_config(config):
+    """Validate configuration parameters."""
+    if config.num_samples <= 0:
+        raise ValueError("num_samples must be positive")
+    
+    if config.batch_size > config.num_samples:
+        raise ValueError("batch_size cannot exceed num_samples")
+    
+    if hasattr(config, 'voxel_size') and config.voxel_size <= 0:
+        raise ValueError("voxel_size must be positive")
+
+# Usage
+try:
+    validate_config(my_config)
+except ValueError as e:
+    print(f"Configuration error: {e}")
+```
+
+## API Reference
+
+### SamplingConfig
+
+Configuration for joint space sampling strategies.
+
+#### Parameters
+
+- **strategy**: `SamplingStrategy` - Sampling method to use
+- **num_samples**: `int` - Total number of samples to generate (default: 1000)
+- **grid_resolution**: `int` - Grid resolution for uniform sampling (default: 10)
+- **batch_size**: `int` - Batch size for processing (default: 1000)
+- **seed**: `int` - Random seed for reproducibility (default: 42)
+- **importance_weight_func**: `Optional[Callable]` - Weight function for importance sampling
+- **gaussian_mean**: `Optional[float]` - Mean for Gaussian sampling
+- **gaussian_std**: `Optional[float]` - Standard deviation for Gaussian sampling
+
+### CacheConfig
+
+Configuration for result caching and storage.
+
+#### CacheConfig Parameters
+
+- **enabled**: `bool` - Enable caching (default: True)
+- **cache_dir**: `Optional[Path]` - Cache directory path
+- **use_hash**: `bool` - Use hash-based cache keys (default: True)
+- **compression**: `bool` - Compress cache files (default: True)
+- **max_cache_size_mb**: `int` - Maximum cache size in MB (default: 1000)
+- **cache_format**: `str` - Cache file format: 'npz', 'pkl', 'h5' (default: 'npz')
+
+### MetricConfig
+
+Configuration for workspace analysis metrics.
+
+#### MetricConfig Parameters
+
+- **enabled_metrics**: `List[MetricType]` - List of metrics to compute
+- **reachability**: `ReachabilityConfig` - Reachability analysis settings
+- **manipulability**: `ManipulabilityConfig` - Manipulability analysis settings
+- **density**: `DensityConfig` - Density analysis settings
+- **save_results**: `bool` - Save results to file (default: True)
+- **output_format**: `str` - Output format: 'json', 'yaml', 'pkl' (default: 'json')
+
+### VisualizationConfig
+
+Configuration for visualization appearance and behavior.
+
+#### VisualizationConfig Parameters
+
+- **enabled**: `bool` - Enable visualization (default: True)
+- **vis_type**: `VisualizationType` - Visualization type (default: POINT_CLOUD)
+- **voxel_size**: `float` - Voxel downsampling size (default: 0.05)
+- **point_size**: `float` - Point size in visualization (default: 4.0)
+- **alpha**: `float` - Transparency level 0.0-1.0 (default: 0.5)
+- **color_by_distance**: `bool` - Color by distance from base (default: True)
+- **sphere_radius**: `float` - Sphere radius for sphere visualization (default: 0.005)
+- **show_unreachable_points**: `bool` - Show unreachable points (default: False)
+
+### DimensionConstraint
+
+Configuration for workspace bounds and constraints.
+
+#### DimensionConstraint Parameters
+
+- **min_bounds**: `Optional[np.ndarray]` - Minimum workspace bounds [x, y, z]
+- **max_bounds**: `Optional[np.ndarray]` - Maximum workspace bounds [x, y, z]
+- **joint_limits_scale**: `float` - Joint range scale factor (default: 1.0)
+- **exclude_zones**: `List[Tuple[np.ndarray, np.ndarray]]` - Exclusion zones
+- **ground_height**: `float` - Ground plane height (default: 0.0)
+- **enforce_collision_free**: `bool` - Enable collision checking (default: False)
+- **self_collision_check**: `bool` - Check self-collisions (default: False)
+
+## Configuration Examples
+
+### Minimal Configuration
+
+```python
+# Simplest possible configuration
+from embodichain.lab.sim.utility.workspace_analyzer.configs import *
+
+config = SamplingConfig()  # Uses defaults
+# Result: uniform sampling, 1000 samples, grid resolution 10
+```
+
+### Production Configuration
+
+```python
+# Production-ready configuration
+production_sampling = SamplingConfig(
+    strategy=SamplingStrategy.HALTON,
+    num_samples=25000,
+    batch_size=2500,
+    seed=42
+)
+
+production_cache = CacheConfig(
+    enabled=True,
+    cache_dir=Path("/app/cache"),
+    compression=True,
+    max_cache_size_mb=5000
+)
+
+production_metrics = MetricConfig(
+    enabled_metrics=[MetricType.REACHABILITY, MetricType.MANIPULABILITY],
+    save_results=True,
+    output_format="json"
+)
+```
+
+### Debug Configuration
+
+```python
+# Configuration for debugging and development
+debug_config = SamplingConfig(
+    strategy=SamplingStrategy.UNIFORM,
+    num_samples=500,        # Small for fast testing
+    batch_size=100,         # Small batches
+    grid_resolution=8       # Low resolution
+)
+
+debug_viz = VisualizationConfig(
+    vis_type=VisualizationType.POINT_CLOUD,
+    point_size=5.0,         # Large points for visibility
+    show_unreachable_points=True,  # Show all data
+    alpha=0.9               # High opacity
+)
+```
diff --git a/docs/source/features/workspace_analyzer/constraints.md b/docs/source/features/workspace_analyzer/constraints.md
new file mode 100644
index 00000000..0f711485
--- /dev/null
+++ b/docs/source/features/workspace_analyzer/constraints.md
@@ -0,0 +1,415 @@
+# Workspace Analyzer Constraints
+
+The **Workspace Analyzer Constraints** module provides comprehensive constraint checking and validation for robotic workspace analysis. This module ensures that workspace analysis respects physical limitations, safety boundaries, and operational constraints.
+
+## Table of Contents
+
+- [Overview](#overview)
+- [Constraint Types](#constraint-types)
+- [Usage Examples](#usage-examples)
+- [Best Practices](#best-practices)
+- [API Reference](#api-reference)
+
+## Overview
+
+The constraints module provides basic constraint checking for workspace analysis:
+
+- **Spatial Boundaries**: Define workspace limits using min/max bounds
+- **Exclusion Zones**: Avoid specified rectangular obstacle regions  
+- **Ground Constraints**: Handle floor plane height limits
+- **Configuration-based Setup**: Easy configuration through DimensionConstraint
+
+### Key Features
+
+- **Simple Boundary Checking**: Min/max bounds validation
+- **Basic Obstacle Avoidance**: Rectangular exclusion zone filtering
+- **Multi-Backend Support**: Works with both NumPy arrays and PyTorch tensors
+- **Configuration Integration**: Uses DimensionConstraint config objects
+
+### TODO - Not Yet Implemented
+
+- **Joint Limit Constraints**: Physical joint limitation checking
+- **Advanced Collision Detection**: Robot mesh-based collision checking with environment
+- **Self-Collision Detection**: Robot self-collision validation  
+- **Complex Safety Margins**: Advanced safety margin calculations
+- **Dynamic Constraint Updates**: Real-time constraint modification
+- **Performance Statistics**: Constraint checking metrics
+
+**Note**: The current `check_collision()` method only performs simple rectangular exclusion zone checking, not true geometric collision detection.
+
+## Constraint Types
+
+### 1. Spatial Boundary Constraints
+
+Define workspace boundaries using min/max bounds:
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.constraints import WorkspaceConstraintChecker
+
+# Basic workspace boundaries
+checker = WorkspaceConstraintChecker(
+    min_bounds=np.array([-1.0, -1.0, 0.0]),  # [x_min, y_min, z_min]
+    max_bounds=np.array([1.0, 1.0, 2.0]),    # [x_max, y_max, z_max]
+    ground_height=0.0
+)
+```
+
+### 2. Exclusion Zone Constraints
+
+Avoid specified rectangular obstacle regions (simple collision avoidance):
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.constraints import WorkspaceConstraintChecker
+
+# Workspace with exclusion zones
+checker = WorkspaceConstraintChecker(
+    min_bounds=np.array([-2.0, -1.5, 0.0]),
+    max_bounds=np.array([2.0, 1.5, 2.0]),
+    exclude_zones=[
+        # Table obstacle
+        (np.array([0.3, -0.5, 0.0]), np.array([1.2, 0.5, 0.8])),
+        # Wall section
+        (np.array([1.8, -1.5, 0.0]), np.array([2.0, 1.5, 2.0]))
+    ]
+)
+```
+
+### 3. Configuration-based Setup (Recommended)
+
+Use DimensionConstraint for easy configuration:
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.configs.dimension_constraint import DimensionConstraint
+from embodichain.lab.sim.utility.workspace_analyzer.constraints import WorkspaceConstraintChecker
+
+# Create configuration
+config = DimensionConstraint(
+    min_bounds=np.array([-1.0, -1.0, 0.0]),
+    max_bounds=np.array([1.0, 1.0, 2.0]),
+    ground_height=0.0,
+    exclude_zones=[
+        (np.array([0.2, 0.2, 0.0]), np.array([0.4, 0.4, 0.2]))
+    ]
+)
+
+# Create checker from config
+checker = WorkspaceConstraintChecker.from_config(config)
+```
+
+### TODO - Planned Features
+
+#### Advanced Constraint Features (Not Implemented)
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.configs.dimension_constraint import DimensionConstraint
+
+# TODO: These parameters exist in DimensionConstraint but are not implemented
+config = DimensionConstraint(
+    joint_limits_scale=0.95,        # TODO: Joint limit checking not implemented
+    enforce_collision_free=True,    # TODO: Mesh-based collision not implemented  
+    self_collision_check=True       # TODO: Self-collision checking not implemented
+)
+```
+
+**Current Implementation Status**:
+
+- ✅ **Simple exclusion zones**: Rectangular bounding box obstacle avoidance
+- ❌ **Joint limits**: Physical joint limitation checking not implemented
+- ❌ **Mesh collision**: Advanced geometric collision detection not implemented
+- ❌ **Self-collision**: Robot self-collision validation not implemented
+
+**Planned Features**:
+
+- Enforce mechanical joint limits and prevent over-extension
+- True mesh-based collision detection with environment geometry
+- Self-collision checking between robot links
+- Singular configuration avoidance
+
+## Usage Examples
+
+### Basic Constraint Checking
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.constraints import WorkspaceConstraintChecker
+
+# Create constraint checker
+checker = WorkspaceConstraintChecker(
+    min_bounds=np.array([-1.0, -1.0, 0.0]),
+    max_bounds=np.array([1.0, 1.0, 1.5]),
+    ground_height=0.0
+)
+
+# Test points
+test_points = np.array([
+    [0.5, 0.5, 0.5],    # Valid point
+    [2.0, 0.0, 0.5],    # Outside x boundary
+    [0.0, 0.0, -0.1],   # Below ground
+    [0.8, 0.8, 1.2]     # Valid point
+])
+
+# Check boundaries
+valid_bounds = checker.check_bounds(test_points)
+print(f"Valid bounds: {valid_bounds}")  # [True, False, False, True]
+
+# Filter valid points
+valid_points = checker.filter_points(test_points)
+print(f"Filtered points shape: {valid_points.shape}")  # (2, 3)
+```
+
+### Workspace with Obstacles
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.constraints import WorkspaceConstraintChecker
+
+# Workspace with exclusion zones
+checker = WorkspaceConstraintChecker(
+    min_bounds=np.array([-1.5, -1.5, 0.0]),
+    max_bounds=np.array([1.5, 1.5, 2.0]),
+    exclude_zones=[
+        # Table obstacle
+        (np.array([0.2, -0.4, 0.0]), np.array([0.8, 0.4, 0.8])),
+    ]
+)
+
+# Test points
+test_points = np.array([
+    [0.0, 0.0, 0.5],    # Valid point
+    [0.5, 0.0, 0.4],    # Inside table (excluded)
+    [1.0, 1.0, 1.0]     # Valid point
+])
+
+# Check collision (simple exclusion zone checking)
+valid_collision = checker.check_collision(test_points)
+print(f"Collision-free: {valid_collision}")  # [True, False, True]
+
+# Comprehensive filtering (bounds + collision)
+safe_points = checker.filter_points(test_points)
+print(f"Safe points: {len(safe_points)} out of {len(test_points)}")
+```
+
+### Configuration-based Setup
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.configs.dimension_constraint import DimensionConstraint
+from embodichain.lab.sim.utility.workspace_analyzer.constraints import WorkspaceConstraintChecker
+
+# Create configuration object
+config = DimensionConstraint(
+    min_bounds=np.array([-1.0, -1.0, 0.0]),
+    max_bounds=np.array([1.0, 1.0, 1.5]),
+    ground_height=0.0,
+    exclude_zones=[
+        # Add table obstacle
+        (np.array([0.2, 0.2, 0.0]), np.array([0.6, 0.6, 0.8]))
+    ]
+)
+
+# Create checker from config
+checker = WorkspaceConstraintChecker.from_config(config)
+
+# Add more obstacles dynamically
+checker.add_exclude_zone(
+    min_bounds=np.array([-0.3, 0.7, 0.0]),
+    max_bounds=np.array([0.3, 1.0, 1.2])
+)
+
+print(f"Total exclusion zones: {checker.get_num_exclude_zones()}")
+```
+
+### Dynamic Obstacle Management
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.constraints import WorkspaceConstraintChecker
+
+# Add and remove obstacles dynamically
+checker = WorkspaceConstraintChecker(
+    min_bounds=np.array([-1.0, -1.0, 0.0]),
+    max_bounds=np.array([1.0, 1.0, 1.5])
+)
+
+# Add obstacles
+checker.add_exclude_zone(
+    min_bounds=np.array([0.2, 0.2, 0.0]),
+    max_bounds=np.array([0.4, 0.4, 0.8])
+)
+
+print(f"Exclusion zones: {checker.get_num_exclude_zones()}")
+
+# Clear all obstacles
+checker.clear_exclude_zones()
+print(f"After clearing: {checker.get_num_exclude_zones()} zones")
+```
+
+### Integration with Workspace Analysis
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.configs.dimension_constraint import DimensionConstraint
+from embodichain.lab.sim.utility.workspace_analyzer.constraints import WorkspaceConstraintChecker
+
+# Define workspace constraints
+constraints = DimensionConstraint(
+    min_bounds=np.array([-0.8, -0.6, 0.0]),
+    max_bounds=np.array([0.8, 0.6, 1.2]),
+    exclude_zones=[
+        # Table obstacle
+        (np.array([0.2, 0.1, 0.0]), np.array([0.6, 0.4, 0.8]))
+    ]
+)
+
+# Create checker
+checker = WorkspaceConstraintChecker.from_config(constraints)
+
+# Filter workspace points
+workspace_points = np.random.uniform(-1, 1, size=(10000, 3))
+valid_points = checker.filter_points(workspace_points)
+
+print(f"Valid workspace points: {len(valid_points)}/{len(workspace_points)}")
+print(f"Coverage: {len(valid_points)/len(workspace_points)*100:.1f}%")
+```
+
+## Best Practices
+
+### Choosing Bounds
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.constraints import WorkspaceConstraintChecker
+
+# Conservative workspace bounds
+def create_safe_bounds(robot_reach, safety_margin=0.1):
+    """Create workspace bounds with safety margins."""
+    return {
+        'min_bounds': np.array([-robot_reach + safety_margin] * 3),
+        'max_bounds': np.array([robot_reach - safety_margin] * 3),
+        'ground_height': safety_margin
+    }
+
+# Example usage
+bounds = create_safe_bounds(robot_reach=1.2, safety_margin=0.1)
+checker = WorkspaceConstraintChecker(**bounds)
+```
+
+### Validation
+
+```python
+import numpy as np
+
+def validate_bounds(min_bounds, max_bounds):
+    """Validate constraint bounds."""
+    if min_bounds is not None and max_bounds is not None:
+        if not np.all(min_bounds < max_bounds):
+            raise ValueError("min_bounds must be less than max_bounds")
+    
+    for bounds in [min_bounds, max_bounds]:
+        if bounds is not None and len(bounds) != 3:
+            raise ValueError("Bounds must have exactly 3 dimensions")
+
+# Use validation
+min_bounds = np.array([-1, -1, 0])
+max_bounds = np.array([1, 1, 2])
+validate_bounds(min_bounds, max_bounds)
+```
+
+## API Reference
+
+### WorkspaceConstraintChecker
+
+Main constraint checker implementation.
+
+#### Constructor Parameters
+
+- **min_bounds**: `Optional[np.ndarray]` - Minimum bounds [x, y, z]
+- **max_bounds**: `Optional[np.ndarray]` - Maximum bounds [x, y, z]
+- **ground_height**: `float` - Ground plane height (default: 0.0)
+- **exclude_zones**: `List[Tuple[np.ndarray, np.ndarray]]` - Exclusion zones
+- **device**: `Optional[torch.device]` - PyTorch device
+
+#### Methods
+
+- **check_bounds(points)**: Check if points are within bounds
+- **check_collision(points)**: Check if points avoid rectangular exclusion zones (simple collision)
+- **filter_points(points)**: Filter points by all constraints
+- **add_exclude_zone(min_bounds, max_bounds)**: Add exclusion zone
+- **clear_exclude_zones()**: Remove all exclusion zones
+- **get_num_exclude_zones()**: Get number of exclusion zones
+
+#### Class Methods
+
+- **from_config(config)**: Create checker from DimensionConstraint
+
+### DimensionConstraint
+
+Configuration dataclass for constraints.
+
+#### Parameters
+
+- **min_bounds**: `Optional[np.ndarray]` - Workspace minimum bounds
+- **max_bounds**: `Optional[np.ndarray]` - Workspace maximum bounds
+- **exclude_zones**: `List[Tuple[np.ndarray, np.ndarray]]` - Exclusion zones
+- **ground_height**: `float` - Ground plane height (default: 0.0)
+- **joint_limits_scale**: `float` - Joint limits scaling (TODO: not implemented)
+- **enforce_collision_free**: `bool` - Advanced collision checking (TODO: not implemented)
+- **self_collision_check**: `bool` - Self-collision check (TODO: not implemented)
+
+**Note**: These advanced collision detection features are defined in the config but not yet used by WorkspaceConstraintChecker.
+
+## Quick Start
+
+### Basic Setup
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.constraints import WorkspaceConstraintChecker
+
+# Simple boundary constraints
+checker = WorkspaceConstraintChecker(
+    min_bounds=np.array([-1, -1, 0]),
+    max_bounds=np.array([1, 1, 1])
+)
+```
+
+### With Obstacles
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.constraints import WorkspaceConstraintChecker
+
+# Workspace with exclusion zones
+checker = WorkspaceConstraintChecker(
+    min_bounds=np.array([-1.2, -1.2, 0.05]),
+    max_bounds=np.array([1.2, 1.2, 1.8]),
+    exclude_zones=[
+        # Table obstacle
+        (np.array([0.3, 0.2, 0.0]), np.array([0.8, 0.7, 0.8]))
+    ]
+)
+```
+
+### Using Configuration (Recommended)
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.configs.dimension_constraint import DimensionConstraint
+from embodichain.lab.sim.utility.workspace_analyzer.constraints import WorkspaceConstraintChecker
+
+# Create config
+config = DimensionConstraint(
+    min_bounds=np.array([-1.0, -1.0, 0.0]),
+    max_bounds=np.array([1.0, 1.0, 1.5]),
+    exclude_zones=[
+        (np.array([0.2, 0.2, 0.0]), np.array([0.4, 0.4, 0.8]))
+    ]
+)
+
+# Create checker
+checker = WorkspaceConstraintChecker.from_config(config)
+```
diff --git a/docs/source/features/workspace_analyzer/index.rst b/docs/source/features/workspace_analyzer/index.rst
new file mode 100644
index 00000000..cb4cbc5e
--- /dev/null
+++ b/docs/source/features/workspace_analyzer/index.rst
@@ -0,0 +1,16 @@
+Workspace Analyzer
+======================
+
+The Workspace Analyzer provides comprehensive analysis of robot workspace characteristics, including joint space and Cartesian space analysis capabilities for understanding robot reachability, workspace volume, and performance metrics.
+
+.. toctree::
+   :maxdepth: 2
+
+   Overview and Usage <workspace_analyzer.md>
+   Configuration System <configs.md>
+   Sampling Strategies <samplers.md>
+   Visualization Options <visualizers.md>
+   Caching System <caches.md>
+   Constraint Handling <constraints.md>
+   Metric Computation <metrics.md>
+   
\ No newline at end of file
diff --git a/docs/source/features/workspace_analyzer/metrics.md b/docs/source/features/workspace_analyzer/metrics.md
new file mode 100644
index 00000000..a03908f1
--- /dev/null
+++ b/docs/source/features/workspace_analyzer/metrics.md
@@ -0,0 +1,169 @@
+# Workspace Analyzer Metrics
+
+The **Workspace Analyzer Metrics** module provides comprehensive metrics and analysis tools for evaluating robotic workspace characteristics. This module implements various quantitative measures to assess workspace quality, coverage, manipulability, and performance.
+
+## Overview
+
+This module provides three main workspace analysis metrics:
+
+- **ReachabilityMetric**: Voxel-based volume and coverage analysis ✅
+- **ManipulabilityMetric**: Dexterity analysis (heuristic method or with Jacobians) ✅
+- **DensityMetric**: Point distribution and density analysis ✅
+
+**Note**: Some advanced features like spatial heatmaps, clustering analysis, and robot-specific helpers are not yet implemented.
+
+## Table of Contents
+
+- [Metric Types](#metric-types)
+- [Usage Examples](#usage-examples)
+- [Configuration](#configuration)
+- [Quick Reference](#quick-reference)
+
+## Metric Types
+
+### 1. ReachabilityMetric
+
+Computes workspace volume and coverage using voxel-based analysis.
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.metrics import ReachabilityMetric
+
+# Basic usage
+workspace_points = np.random.uniform(-1, 1, size=(1000, 3))
+reachability = ReachabilityMetric()
+results = reachability.compute(workspace_points)
+
+print(f"Volume: {results['volume']:.4f} m³")
+print(f"Coverage: {results['coverage']:.1f}%")
+```
+
+**Returns**: volume, coverage percentage, voxel count, bounding box, centroid
+
+### 2. ManipulabilityMetric
+
+Analyzes dexterity using distance-based heuristic or Yoshikawa index (with Jacobians).
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.metrics import ManipulabilityMetric
+
+# Basic usage (heuristic method)
+workspace_points = np.random.uniform(-1, 1, size=(1000, 3))
+manipulability = ManipulabilityMetric()
+results = manipulability.compute(workspace_points)
+
+print(f"Mean manipulability: {results['mean_manipulability']:.3f}")
+```
+
+**Returns**: mean, std, min, max manipulability; condition numbers (if Jacobians provided)
+
+### 3. DensityMetric
+
+Computes local point density using radius-based neighborhood analysis.
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.metrics import DensityMetric
+
+# Basic usage
+workspace_points = np.random.uniform(-1, 1, size=(1000, 3))
+density = DensityMetric()
+results = density.compute(workspace_points)
+
+print(f"Mean density: {results['mean_density']:.2f}")
+```
+
+**Returns**: mean, std, min, max density; distribution histogram (if enabled)
+
+## Usage Examples
+
+### Basic Usage
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.metrics import (
+    ReachabilityMetric, ManipulabilityMetric, DensityMetric
+)
+
+# Generate sample data
+workspace_points = np.random.uniform(-1, 1, size=(5000, 3))
+
+# Compute all metrics
+reach_results = ReachabilityMetric().compute(workspace_points)
+manip_results = ManipulabilityMetric().compute(workspace_points)
+density_results = DensityMetric().compute(workspace_points)
+
+print(f"Volume: {reach_results['volume']:.4f} m³")
+print(f"Mean manipulability: {manip_results['mean_manipulability']:.3f}")
+print(f"Mean density: {density_results['mean_density']:.2f}")
+```
+
+### With Custom Configuration
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.configs import (
+    ReachabilityConfig, DensityConfig
+)
+
+# Custom configuration
+reach_config = ReachabilityConfig(voxel_size=0.02, compute_coverage=True)
+density_config = DensityConfig(radius=0.1, compute_distribution=True)
+
+reachability = ReachabilityMetric(reach_config)
+density = DensityMetric(density_config)
+
+reach_results = reachability.compute(workspace_points)
+density_results = density.compute(workspace_points)
+```
+
+## Configuration
+
+All metrics can be customized using configuration classes:
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.configs import (
+    ReachabilityConfig, ManipulabilityConfig, DensityConfig
+)
+
+# Reachability configuration
+reach_config = ReachabilityConfig(
+    voxel_size=0.01,          # Voxel size in meters
+    min_points_per_voxel=1,   # Minimum points for occupancy
+    compute_coverage=True     # Enable coverage calculation
+)
+
+# Manipulability configuration  
+manip_config = ManipulabilityConfig(
+    jacobian_threshold=0.01,  # Minimum valid manipulability
+    compute_isotropy=True     # Enable condition number analysis
+)
+
+# Density configuration
+density_config = DensityConfig(
+    radius=0.05,              # Neighborhood radius
+    compute_distribution=True # Enable histogram computation
+)
+```
+
+## API Reference
+
+**ReachabilityMetric**: Returns volume, coverage, num_voxels, bounding_box, centroid
+
+**ManipulabilityMetric**: Returns mean/std/min/max manipulability, num_valid_points, condition numbers (if available)
+
+**DensityMetric**: Returns mean/std/min/max density, distribution histogram (if enabled)
+
+## Quick Reference
+
+```python
+# Default usage
+reachability = ReachabilityMetric()
+manipulability = ManipulabilityMetric() 
+density = DensityMetric()
+
+# Custom configuration
+from embodichain.lab.sim.utility.workspace_analyzer.configs import ReachabilityConfig
+reach_config = ReachabilityConfig(voxel_size=0.02, compute_coverage=True)
+reachability = ReachabilityMetric(reach_config)
+```
diff --git a/docs/source/features/workspace_analyzer/samplers.md b/docs/source/features/workspace_analyzer/samplers.md
new file mode 100644
index 00000000..e24bb51f
--- /dev/null
+++ b/docs/source/features/workspace_analyzer/samplers.md
@@ -0,0 +1,156 @@
+# Workspace Analyzer Samplers
+
+The samplers module provides various sampling strategies for workspace analysis, from uniform grids to quasi-random sequences.
+
+## Table of Contents
+
+- [Quick Start](#quick-start)
+- [Overview](#overview)
+- [Basic Usage](#basic-usage)
+- [Available Samplers](#available-samplers)
+  - [1. UniformSampler](#1-uniformsampler)
+  - [2. RandomSampler](#2-randomsampler)
+  - [3. GaussianSampler](#3-gaussiansampler-)
+- [Factory Pattern Usage](#factory-pattern-usage)
+- [Integration with Workspace Analyzer](#integration-with-workspace-analyzer)
+- [Quick Reference](#quick-reference)
+
+## Quick Start
+
+```python
+import torch
+from embodichain.lab.devices.workspace_analyzer.samplers import UniformSampler
+
+# Define sampling bounds
+bounds = torch.tensor([[0.0, 1.0],    # x-axis range
+                       [0.0, 1.0]])   # y-axis range
+
+# Create uniform sampler and generate 1000 samples
+sampler = UniformSampler(samples_per_dim=10)
+samples = sampler.sample(1000, bounds)  # Note: (num_samples, bounds) order
+```
+
+## Overview
+
+Available sampling strategies:
+
+- **UniformSampler**: Grid-based regular sampling ✅
+- **RandomSampler**: Pure random sampling ✅
+- **GaussianSampler**: Normal distribution sampling ✅
+
+## Basic Usage
+
+```python
+import torch
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.samplers import (
+    UniformSampler, RandomSampler, GaussianSampler
+)
+
+# Define bounds: [[min, max], [min, max], ...]
+bounds = torch.tensor([[-1, 1], [-1, 1], [0, 2]], dtype=torch.float32)
+
+# Generate samples with implemented samplers
+samples = UniformSampler(samples_per_dim=10).sample(1000, bounds)
+print(f"Generated {samples.shape[0]} samples")
+```
+
+## Available Samplers
+
+### 1. UniformSampler
+
+Grid-based sampling with regular spacing.
+
+```python
+import torch
+from embodichain.lab.sim.utility.workspace_analyzer.samplers import UniformSampler
+
+bounds = torch.tensor([[-1, 1], [-1, 1], [0, 2]], dtype=torch.float32)
+# Create uniform sampler
+uniform_sampler = UniformSampler(seed=42, samples_per_dim=10)
+samples = uniform_sampler.sample(1000, bounds)
+```
+
+**Best for**: Low-dimensional spaces (2-4D), systematic exploration
+
+### 2. RandomSampler
+
+Pure random sampling with uniform distribution.
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.samplers import RandomSampler
+
+random_sampler = RandomSampler(seed=42)
+samples = random_sampler.sample(1000, bounds)
+```
+
+**Best for**: High-dimensional spaces, baseline comparisons
+
+### 3. GaussianSampler ✅
+
+Gaussian distribution sampling around specified mean.
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.samplers import GaussianSampler
+
+gaussian_sampler = GaussianSampler(seed=42, std=0.2)
+samples = gaussian_sampler.sample(1000, bounds)
+```
+
+**Best for**: Uncertainty analysis, robustness studies around workspace center
+
+## Factory Pattern Usage
+
+Use the factory to create samplers by strategy (only implemented samplers):
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.samplers import create_sampler
+from embodichain.lab.sim.utility.workspace_analyzer.configs import SamplingStrategy
+
+# Create implemented samplers by strategy
+uniform_sampler = create_sampler(
+    SamplingStrategy.UNIFORM, 
+    seed=42, 
+    samples_per_dim=10
+)
+
+random_sampler = create_sampler(
+    SamplingStrategy.RANDOM,
+    seed=42
+)
+
+gaussian_sampler = create_sampler(
+    SamplingStrategy.GAUSSIAN,
+    seed=42,
+    std=0.2
+)
+```
+
+## Integration with Workspace Analyzer
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.configs import SamplingConfig, SamplingStrategy
+
+# Configure sampling in analyzer
+sampling_config = SamplingConfig(
+    strategy=SamplingStrategy.UNIFORM,
+    num_samples=1000,
+    seed=42
+)
+
+# Analyzer will use the specified sampler automatically
+```
+
+## Quick Reference
+
+**Available Samplers**:
+
+- **UniformSampler**: Use for 2-4D systematic exploration
+- **RandomSampler**: Baseline for any dimensional spaces  
+- **GaussianSampler**: Uncertainty and robustness analysis
+
+**Sample Size Guidelines**:
+
+- **Uniform**: `samples_per_dim^n_dims` (exponential growth)
+- **Random**: Any size (flexible)
+- **Gaussian**: Any size (flexible)
diff --git a/docs/source/features/workspace_analyzer/visualizers.md b/docs/source/features/workspace_analyzer/visualizers.md
new file mode 100644
index 00000000..5df8af23
--- /dev/null
+++ b/docs/source/features/workspace_analyzer/visualizers.md
@@ -0,0 +1,146 @@
+# Workspace Analyzer Visualizers
+
+The visualizers module provides visualization tools for analyzing robotic workspace data in 3D space.
+
+## Table of Contents
+
+- [Overview](#overview)
+- [Visualization Types](#visualization-types)
+- [Usage Examples](#usage-examples)
+- [Backend Support](#backend-support)
+- [Quick Reference](#quick-reference)
+
+## Overview
+
+The visualizers module enables:
+
+- **Workspace reachability visualization** with multiple rendering styles
+- **3D point cloud, voxel, sphere, and coordinate axis representations**
+- **Multiple backends**: Open3D, Matplotlib, and simulation environments
+- **Factory pattern** for easy visualizer creation
+
+## Visualization Types
+
+### 1. Point Cloud Visualizer ✅
+
+Fast rendering for large datasets.
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers import PointCloudVisualizer
+
+visualizer = PointCloudVisualizer(backend='open3d', point_size=2.0)
+```
+
+**Best for**: Large point sets (>10k points), fast rendering
+
+### 2. Voxel Visualizer ✅
+
+Volumetric representation for occupancy maps.
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers import VoxelVisualizer
+
+visualizer = VoxelVisualizer(backend='open3d', voxel_size=0.01)
+```
+
+**Best for**: Occupancy grids, collision detection
+
+### 3. Sphere Visualizer ✅
+
+Smooth visualization for reachability zones.
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers import SphereVisualizer
+
+visualizer = SphereVisualizer(backend='open3d', sphere_radius=0.005)
+```
+
+**Best for**: Publication-quality figures, smooth appearance
+
+### 4. Axis Visualizer ✅
+
+Coordinate frame visualization for poses and transformations.
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers import AxisVisualizer
+
+visualizer = AxisVisualizer(backend='sim_manager', sim_manager=sim, axis_length=0.15)
+```
+
+**Best for**: Robot poses, end-effector frames, coordinate system visualization
+
+## Usage Examples
+
+### Basic Usage
+
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers import create_visualizer
+
+# Generate workspace data
+points = np.random.rand(1000, 3) * 2 - 1  # Random points in [-1, 1]³
+colors = np.random.rand(1000, 3)  # Random colors
+
+# Create and use visualizer
+visualizer = create_visualizer('point_cloud', backend='open3d', point_size=3.0)
+result = visualizer.visualize(points, colors)
+visualizer.show()
+```
+
+### Factory Pattern
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers import VisualizerFactory
+
+factory = VisualizerFactory()
+visualizer = factory.create_visualizer('voxel', backend='open3d', voxel_size=0.02)
+
+# Create axis visualizer
+axis_viz = factory.create_visualizer('axis', backend='sim_manager', sim_manager=sim)
+```
+
+## Backend Support
+
+### Available Backends
+
+- **`open3d`**: Interactive 3D visualization (requires `pip install open3d`)
+- **`matplotlib`**: Static figures and plots (requires `pip install matplotlib`)
+- **`sim_manager`**: Integration with simulation environment
+- **`data`**: Returns processed data without visualization (headless mode)
+
+## Quick Reference
+
+**Available Visualizers**:
+
+- **PointCloudVisualizer**: Fast rendering for large datasets
+- **VoxelVisualizer**: Volumetric representation for occupancy maps
+- **SphereVisualizer**: Smooth visualization for publication figures
+- **AxisVisualizer**: Coordinate frame visualization for poses
+
+**Common Parameters**:
+
+- **PointCloud**: `backend`, `point_size`
+- **Voxel**: `backend`, `voxel_size`
+- **Sphere**: `backend`, `sphere_radius`, `sphere_resolution`
+- **Axis**: `backend`, `axis_length`, `axis_size`, `sim_manager`
+
+**Quick Creation**:
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers import create_visualizer
+import numpy as np
+
+# Create any visualizer
+visualizer = create_visualizer('point_cloud', backend='open3d', point_size=2.0)
+visualizer = create_visualizer('voxel', backend='open3d', voxel_size=0.01)
+visualizer = create_visualizer('sphere', backend='open3d', sphere_radius=0.005)
+
+# Create axis visualizer for coordinate frames
+axis_viz = create_visualizer('axis', backend='sim_manager', sim_manager=sim, axis_length=0.05)
+
+# Visualize coordinate frame at robot end-effector
+pose = np.eye(4)
+pose[:3, 3] = [1.0, 0.5, 1.2]  # Set position
+axis_viz.visualize(pose, name_prefix="end_effector_frame")
+axis_viz.show()
+```
diff --git a/docs/source/features/workspace_analyzer/workspace_analyzer.md b/docs/source/features/workspace_analyzer/workspace_analyzer.md
new file mode 100644
index 00000000..e45579a9
--- /dev/null
+++ b/docs/source/features/workspace_analyzer/workspace_analyzer.md
@@ -0,0 +1,230 @@
+# Workspace Analyzer
+
+The Workspace Analyzer is a comprehensive tool in EmbodiChain for analyzing robot workspace characteristics, reachability, and performance metrics. It provides multiple analysis modes with advanced sampling strategies, caching mechanisms, and visualization capabilities.
+
+## Table of Contents
+
+1. [Quick Start](#quick-start)
+2. [Analysis Modes](#analysis-modes)
+3. [Configuration](#configuration)
+4. [Usage Examples](#usage-examples)
+5. [Best Practices](#best-practices)
+
+## Quick Start
+
+```python
+import torch
+import numpy as np
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.robots import DexforceW1Cfg
+from embodichain.lab.sim.utility.workspace_analyzer import (
+    WorkspaceAnalyzer,
+    WorkspaceAnalyzerConfig,
+    AnalysisMode
+)
+
+# Setup simulation
+sim = SimulationManager(SimulationManagerCfg(headless=False, sim_device="cpu"))
+sim.build_multiple_arenas(1)
+
+# Add robot
+robot = sim.add_robot(DexforceW1Cfg.from_dict({
+    "uid": "dexforce_w1", 
+    "version": "v021", 
+    "arm_kind": "industrial"
+}))
+
+# Quick analysis with defaults
+analyzer = WorkspaceAnalyzer(robot=robot, sim_manager=sim)
+results = analyzer.analyze(num_samples=1000, visualize=True)
+print(f"Analysis complete: {results['num_reachable']} reachable points")
+```
+
+## Analysis Modes
+
+### Joint Space Analysis
+
+Analyzes robot workspace based on joint configurations.
+
+```python
+wa_joint = WorkspaceAnalyzer(robot=robot, sim_manager=sim)
+results = wa_joint.analyze(num_samples=1000, visualize=True)
+print(f"Valid points: {results['num_valid']}/{results['num_samples']}")
+```
+
+<div style="display: flex; justify-content: center; align-items: flex-start; gap: 20px; flex-wrap: wrap;">
+  <figure style="text-align: center; margin: 10px;">
+    <img src="../../_static/workspace_analyzer/joint_workspace.jpg" alt="Joint Workspace" style="height: 400px; width: auto;"/>
+    <figcaption><b>Joint Workspace Analysis</b></figcaption>
+  </figure>
+</div>
+
+### Cartesian Space Analysis
+
+Analyzes reachable positions in 3D Cartesian space.
+
+```python
+cartesian_config = WorkspaceAnalyzerConfig(
+    mode=AnalysisMode.CARTESIAN_SPACE,
+    visualization=VisualizationConfig(show_unreachable_points=False, point_size=8.0),
+    control_part_name="left_arm",
+)
+
+wa_cartesian = WorkspaceAnalyzer(robot=robot, config=cartesian_config, sim_manager=sim)
+results = wa_cartesian.analyze(num_samples=1000, visualize=True)
+print(f"Reachable points: {results['num_reachable']}/{results['num_samples']}")
+```
+
+<div style="display: flex; justify-content: center; align-items: flex-start; gap: 20px; flex-wrap: wrap;">
+  <figure style="text-align: center; margin: 10px;">
+    <img src="../../_static/workspace_analyzer/pose_workspace1.jpg" alt="pose_workspace1" style="height: 400px; width: auto;"/>
+    <figcaption><b>(show_unreachable_points=True)</b></figcaption>
+  </figure>
+  <figure style="text-align: center; margin: 10px;">
+    <img src="../../_static/workspace_analyzer/pose_workspace2.jpg" alt="pose_workspace2" style="height: 400px; width: auto;"/>
+    <figcaption><b>(show_unreachable_points=False)</b></figcaption>
+  </figure>
+</div>
+
+### Plane Sampling Analysis
+
+Analyzes reachability within a 2D plane (e.g., table height).
+
+```python
+plane_config = WorkspaceAnalyzerConfig(
+    mode=AnalysisMode.PLANE_SAMPLING,
+    plane_normal=torch.tensor([0.0, 0.0, 1.0]),  # Horizontal plane
+    plane_point=torch.tensor([0.0, 0.0, 1.2]),   # Height z=1.2m
+    visualization=VisualizationConfig(show_unreachable_points=True, point_size=8.0),
+    control_part_name="left_arm",
+)
+
+wa_plane = WorkspaceAnalyzer(robot=robot, config=plane_config, sim_manager=sim)
+results = wa_plane.analyze(num_samples=1500, visualize=True)
+print(f"Reachable points: {results['num_reachable']}/{results['num_samples']}")
+```
+
+<div style="display: flex; justify-content: center; align-items: flex-start; gap: 20px; flex-wrap: wrap;">
+  <figure style="text-align: center; margin: 10px;">
+    <img src="../../_static/workspace_analyzer/plane_workspace1.jpg" alt="plane_workspace1" style="height: 400px; width: auto;"/>
+    <figcaption><b>(show_unreachable_points=True)</b></figcaption>
+  </figure>
+  <figure style="text-align: center; margin: 10px;">
+    <img src="../../_static/workspace_analyzer/plane_workspace2.jpg" alt="plane_workspace2" style="height: 400px; width: auto;"/>
+    <figcaption><b>(show_unreachable_points=False)</b></figcaption>
+  </figure>
+</div>
+
+## Configuration
+
+### Basic Configuration
+
+```python
+from embodichain.lab.sim.utility.workspace_analyzer.configs import VisualizationConfig
+
+# Basic configuration with defaults
+config = WorkspaceAnalyzerConfig(
+    mode=AnalysisMode.CARTESIAN_SPACE
+)
+
+# Custom visualization
+vis_config = VisualizationConfig(
+    show_unreachable_points=False,  # Only show reachable points
+    point_size=8.0                  # Larger points for visibility
+)
+
+config = WorkspaceAnalyzerConfig(
+    mode=AnalysisMode.CARTESIAN_SPACE,
+    visualization=vis_config,
+    control_part_name="left_arm",
+)
+```
+
+### Configuration Parameters
+
+**Main Parameters:**
+
+- `mode`: Analysis mode (JOINT_SPACE, CARTESIAN_SPACE, PLANE_SAMPLING)
+- `plane_normal`: Normal vector for plane sampling (3D vector)
+- `plane_point`: Point on plane for plane sampling (3D point)
+
+**Visualization Options:**
+
+- `show_unreachable_points`: Show failed samples (True) or only reachable (False)
+- `point_size`: Size of visualization points (typically 6.0-10.0)
+
+## Usage Examples
+
+### Complete Example
+
+```python
+import torch
+import numpy as np
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.robots import DexforceW1Cfg
+from embodichain.lab.sim.utility.workspace_analyzer import (
+    WorkspaceAnalyzer, WorkspaceAnalyzerConfig, AnalysisMode
+)
+from embodichain.lab.sim.utility.workspace_analyzer.configs import VisualizationConfig
+
+# Setup simulation
+sim = SimulationManager(SimulationManagerCfg(headless=False, sim_device="cpu"))
+sim.build_multiple_arenas(1)
+
+# Add robot
+robot = sim.add_robot(DexforceW1Cfg.from_dict({
+    "uid": "dexforce_w1", "version": "v021", "arm_kind": "industrial"
+}))
+
+# 1. Joint Space Analysis
+wa_joint = WorkspaceAnalyzer(robot=robot, sim_manager=sim)
+results = wa_joint.analyze(num_samples=1000, visualize=True)
+
+# 2. Cartesian Space Analysis
+cartesian_config = WorkspaceAnalyzerConfig(
+    mode=AnalysisMode.CARTESIAN_SPACE,
+    visualization=VisualizationConfig(show_unreachable_points=False),
+    control_part_name="left_arm",
+)
+wa_cartesian = WorkspaceAnalyzer(robot=robot, config=cartesian_config, sim_manager=sim)
+results = wa_cartesian.analyze(num_samples=1000, visualize=True)
+
+# 3. Plane Sampling
+plane_config = WorkspaceAnalyzerConfig(
+    mode=AnalysisMode.PLANE_SAMPLING,
+    plane_normal=torch.tensor([0.0, 0.0, 1.0]),  # Horizontal plane
+    plane_point=torch.tensor([0.0, 0.0, 1.2]),   # Height 1.2m
+    control_part_name="left_arm",                # robot control part name
+)
+wa_plane = WorkspaceAnalyzer(robot=robot, config=plane_config, sim_manager=sim)
+results = wa_plane.analyze(num_samples=1500, visualize=True)
+```
+
+## Best Practices
+
+**Sample Size Guidelines:**
+
+- Joint space: 1000-3000 samples
+- Cartesian space: 1000-2000 samples  
+- Plane sampling: 1000-1500 samples
+
+**Visualization Tips:**
+
+- Use `show_unreachable_points=False` for clean workspace boundaries
+- Use `show_unreachable_points=True` for debugging and complete coverage
+- Set `point_size=8.0` for better visibility
+- Use `headless=False` for visualization, `headless=True` for batch processing
+
+**Performance:**
+
+- Start with smaller sample sizes (1000) for testing
+- Use CPU device for consistent results
+- Disable visualization for large batch analyses
+
+**Results:**
+
+- `num_valid`: Valid joint configurations (Joint Space)
+- `num_reachable`: Reachable Cartesian points (Cartesian/Plane)
+- `num_samples`: Total samples tested
+- `analysis_time`: Time taken for analysis
+- `metrics`: Workspace volume and other metrics
diff --git a/docs/source/index.rst b/docs/source/index.rst
index 2058a8ba..45814c42 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -32,6 +32,13 @@ Table of Contents
    overview/vla/index
    overview/rl/index
 
+.. toctree::
+   :maxdepth: 1
+   :caption: Features
+   :glob:
+
+   features/workspace_analyzer/index*
+
 .. toctree::
    :maxdepth: 1
    :caption: Resources
diff --git a/docs/source/resources/roadmap.md b/docs/source/resources/roadmap.md
index f248a8f2..4999e8bf 100644
--- a/docs/source/resources/roadmap.md
+++ b/docs/source/resources/roadmap.md
@@ -20,7 +20,6 @@ Currently, EmbodiChain is under active development. Our plan for the feature roa
     - Motion Generation:
         - Add more advanced motion generation methods and examples.
     - Useful Tools:
-        - Add a robot workspace analysis tool for better visualization and sampling of robot accessible workspace.
         - We are working on USD support for EmbodiChain to enable better scene creation and asset management.
         - We will release a simple Real2Sim pipeline, which enables automatic task generation from real-world data.
     - Robots Integration:
diff --git a/embodichain/lab/sim/robots/dexforce_w1/cfg.py b/embodichain/lab/sim/robots/dexforce_w1/cfg.py
index 673eb609..04dbdd2d 100644
--- a/embodichain/lab/sim/robots/dexforce_w1/cfg.py
+++ b/embodichain/lab/sim/robots/dexforce_w1/cfg.py
@@ -129,6 +129,22 @@ def _build_default_solver_cfg(is_industrial: bool) -> SolverCfg:
                 arm_kind=DexforceW1ArmKind.INDUSTRIAL,
                 version=DexforceW1Version.V021,
             )
+            left_arm_tcp = np.array(
+                [
+                    [1.0, 0.0, 0.0, 0.0],
+                    [0.0, 1.0, 0.0, 0.0],
+                    [0.0, 0.0, 1.0, 0.15],
+                    [0.0, 0.0, 0.0, 1.0],
+                ]
+            )
+            right_arm_tcp = np.array(
+                [
+                    [1.0, 0.0, 0.0, 0.0],
+                    [0.0, 1.0, 0.0, 0.0],
+                    [0.0, 0.0, 1.0, 0.15],
+                    [0.0, 0.0, 0.0, 1.0],
+                ]
+            )
         else:
             w1_left_arm_params = W1ArmKineParams(
                 arm_side=DexforceW1ArmSide.LEFT,
@@ -140,6 +156,22 @@ def _build_default_solver_cfg(is_industrial: bool) -> SolverCfg:
                 arm_kind=DexforceW1ArmKind.ANTHROPOMORPHIC,
                 version=DexforceW1Version.V021,
             )
+            left_arm_tcp = np.array(
+                [
+                    [-1.0, 0.0, 0.0, 0.012],
+                    [0.0, 0.0, 1.0, 0.0675],
+                    [0.0, 1.0, 0.0, 0.127],
+                    [0.0, 0.0, 0.0, 1.0],
+                ]
+            )
+            right_arm_tcp = np.array(
+                [
+                    [1.0, 0.0, 0.0, 0.012],
+                    [0.0, 0.0, -1.0, -0.0675],
+                    [0.0, 1.0, 0.0, 0.127],
+                    [0.0, 0.0, 0.0, 1.0],
+                ]
+            )
 
         return {
             "right_arm": SRSSolverCfg(
@@ -151,14 +183,7 @@ def _build_default_solver_cfg(is_industrial: bool) -> SolverCfg:
                 T_b_ob=w1_right_arm_params.T_b_ob,
                 link_lengths=w1_right_arm_params.link_lengths,
                 rotation_directions=w1_right_arm_params.rotation_directions,
-                tcp=np.array(
-                    [
-                        [1.0, 0.0, 0.0, 0.012],
-                        [0.0, 0.0, -1.0, -0.0675],
-                        [0.0, 1.0, 0.0, 0.127],
-                        [0.0, 0.0, 0.0, 1.0],
-                    ]
-                ),
+                tcp=right_arm_tcp,
             ),
             "left_arm": SRSSolverCfg(
                 end_link_name="left_ee",
@@ -169,14 +194,7 @@ def _build_default_solver_cfg(is_industrial: bool) -> SolverCfg:
                 T_b_ob=w1_left_arm_params.T_b_ob,
                 link_lengths=w1_left_arm_params.link_lengths,
                 rotation_directions=w1_left_arm_params.rotation_directions,
-                tcp=np.array(
-                    [
-                        [-1.0, 0.0, 0.0, 0.012],
-                        [0.0, 0.0, 1.0, 0.0675],
-                        [0.0, 1.0, 0.0, 0.127],
-                        [0.0, 0.0, 0.0, 1.0],
-                    ]
-                ),
+                tcp=left_arm_tcp,
             ),
         }
 
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/__init__.py b/embodichain/lab/sim/utility/workspace_analyzer/__init__.py
new file mode 100644
index 00000000..a2b3e80a
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/__init__.py
@@ -0,0 +1,67 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""
+Workspace Analyzer for Robotic Manipulation
+
+A comprehensive tool for analyzing robot workspace reachability, computing
+performance metrics, and generating visualizations.
+
+Supports two analysis modes:
+    1. Joint Space Mode: Sample joint configurations → FK → Workspace points
+    2. Cartesian Space Mode: Sample Cartesian positions → IK → Verify reachability
+
+Example:
+    >>> from embodichain.lab.sim.utility.workspace_analyzer import (
+    ...     WorkspaceAnalyzer,
+    ...     AnalysisMode
+    ... )
+    >>> # Joint space analysis (default)
+    >>> analyzer = WorkspaceAnalyzer(robot=robot)
+    >>> results = analyzer.analyze(num_samples=10000)
+    >>>
+    >>> # Cartesian space analysis
+    >>> from embodichain.lab.sim.utility.workspace_analyzer import WorkspaceAnalyzerConfig
+    >>> config = WorkspaceAnalyzerConfig(mode=AnalysisMode.CARTESIAN_SPACE)
+    >>> analyzer = WorkspaceAnalyzer(robot=robot, config=config)
+    >>> results = analyzer.analyze(num_samples=10000)
+"""
+
+from embodichain.lab.sim.utility.workspace_analyzer.workspace_analyzer import (
+    WorkspaceAnalyzer,
+    WorkspaceAnalyzerConfig,
+    AnalysisMode,
+)
+
+# Import submodules for convenience
+from embodichain.lab.sim.utility.workspace_analyzer import configs
+from embodichain.lab.sim.utility.workspace_analyzer import samplers
+from embodichain.lab.sim.utility.workspace_analyzer import caches
+from embodichain.lab.sim.utility.workspace_analyzer import visualizers
+from embodichain.lab.sim.utility.workspace_analyzer import metrics
+from embodichain.lab.sim.utility.workspace_analyzer import constraints
+
+__all__ = [
+    "WorkspaceAnalyzer",
+    "WorkspaceAnalyzerConfig",
+    "AnalysisMode",
+    "configs",
+    "samplers",
+    "caches",
+    "visualizers",
+    "metrics",
+    "constraints",
+]
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/caches/__init__.py b/embodichain/lab/sim/utility/workspace_analyzer/caches/__init__.py
new file mode 100644
index 00000000..654db957
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/caches/__init__.py
@@ -0,0 +1,31 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from embodichain.lab.sim.utility.workspace_analyzer.caches.base_cache import BaseCache
+from embodichain.lab.sim.utility.workspace_analyzer.caches.memory_cache import (
+    MemoryCache,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.caches.disk_cache import DiskCache
+from embodichain.lab.sim.utility.workspace_analyzer.caches.cache_manager import (
+    CacheManager,
+)
+
+__all__ = [
+    "BaseCache",
+    "MemoryCache",
+    "DiskCache",
+    "CacheManager",
+]
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/caches/base_cache.py b/embodichain/lab/sim/utility/workspace_analyzer/caches/base_cache.py
new file mode 100644
index 00000000..5da0ebee
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/caches/base_cache.py
@@ -0,0 +1,76 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from abc import ABC, abstractmethod
+from typing import List
+import numpy as np
+
+
+all = [
+    "BaseCache",
+]
+
+
+class BaseCache(ABC):
+    """Abstract base class for workspace sampling cache strategies.
+
+    Defines the interface for different caching mechanisms (memory, disk)
+    used during workspace analysis sampling operations.
+    """
+
+    def __init__(self, batch_size: int = 5000, save_threshold: int = 10000000):
+        """Initialize base cache parameters.
+
+        Args:
+            batch_size: Number of samples to process in each batch
+            save_threshold: Number of samples to accumulate before triggering save/flush
+        """
+        self.batch_size = batch_size
+        self.save_threshold = save_threshold
+        self._total_processed = 0
+
+    @abstractmethod
+    def add(self, poses: List[np.ndarray]) -> None:
+        """Add pose samples to the cache.
+
+        Args:
+            poses: List of 4x4 transformation matrices
+        """
+        pass
+
+    @abstractmethod
+    def flush(self) -> None:
+        """Flush any pending data in the cache."""
+        pass
+
+    @abstractmethod
+    def get_all(self) -> List[np.ndarray] | None:
+        """Retrieve all cached poses.
+
+        Returns:
+            List of all cached 4x4 transformation matrices, or None if unavailable
+        """
+        pass
+
+    @abstractmethod
+    def clear(self) -> None:
+        """Clear all cached data."""
+        pass
+
+    @property
+    def total_processed(self) -> int:
+        """Total number of poses processed by this cache."""
+        return self._total_processed
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/caches/cache_manager.py b/embodichain/lab/sim/utility/workspace_analyzer/caches/cache_manager.py
new file mode 100644
index 00000000..5f609374
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/caches/cache_manager.py
@@ -0,0 +1,105 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from typing import Literal
+
+from embodichain.lab.sim.utility.workspace_analyzer.caches.base_cache import BaseCache
+from embodichain.lab.sim.utility.workspace_analyzer.caches.memory_cache import (
+    MemoryCache,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.caches.disk_cache import DiskCache
+from embodichain.lab.sim.utility.workspace_analyzer.configs.cache_config import (
+    CacheConfig,
+)
+
+
+all = [
+    "CacheManager",
+]
+
+
+class CacheManager:
+    """Factory and manager for workspace sampling caches.
+
+    Provides a unified interface for creating and managing different
+    cache strategies (memory vs disk).
+    """
+
+    @staticmethod
+    def create_cache(
+        cache_mode: Literal["memory", "disk"],
+        save_dir: str | None = None,
+        batch_size: int = 5000,
+        save_threshold: int = 10000000,
+        use_cached: bool = True,
+    ) -> BaseCache:
+        """Create a cache instance based on the specified mode.
+
+        Args:
+            cache_mode: Caching strategy - "memory" or "disk"
+            save_dir: Directory for disk cache. If None in disk mode, uses
+                     ~/.cache/embodichain/workspace_analyzer/session_TIMESTAMP
+            batch_size: Number of samples per batch
+            save_threshold: Threshold for saving/flushing data
+            use_cached: Whether to use existing cached data (disk mode only)
+
+        Returns:
+            Configured cache instance
+
+        Raises:
+            ValueError: If cache_mode is invalid
+        """
+        if cache_mode not in ["memory", "disk"]:
+            raise ValueError(
+                f"Invalid cache_mode '{cache_mode}'. Must be 'memory' or 'disk'"
+            )
+
+        if cache_mode == "disk":
+
+            return DiskCache(
+                save_dir=save_dir,
+                batch_size=batch_size,
+                save_threshold=save_threshold,
+                use_cached=use_cached,
+            )
+        else:  # memory
+            return MemoryCache(batch_size=batch_size, save_threshold=save_threshold)
+
+    @staticmethod
+    def create_cache_from_config(config: CacheConfig) -> BaseCache | None:
+        """Create a cache instance from a CacheConfig object.
+
+        Args:
+            config: CacheConfig instance with cache settings
+
+        Returns:
+            Configured cache instance if enabled, None otherwise
+        """
+        if not config.enabled:
+            return None
+
+        cache_mode = "disk" if config.cache_dir is not None else "memory"
+        save_dir = str(config.cache_dir) if config.cache_dir else None
+
+        return CacheManager.create_cache(
+            cache_mode=cache_mode,
+            save_dir=save_dir,
+            batch_size=5000,  # Default batch size
+            save_threshold=config.max_cache_size_mb
+            * 1024
+            * 1024,  # Convert MB to bytes
+            use_cached=True,
+        )
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/caches/cache_utils.py b/embodichain/lab/sim/utility/workspace_analyzer/caches/cache_utils.py
new file mode 100644
index 00000000..a167db79
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/caches/cache_utils.py
@@ -0,0 +1,277 @@
+#!/usr/bin/env python3
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""
+Cache management utility for workspace analyzer.
+
+Usage:
+    python cache_utils.py list              # List all cache sessions
+    python cache_utils.py info <session>    # Show cache session info
+    python cache_utils.py clean <session>   # Clean specific session
+    python cache_utils.py clean --all       # Clean all cache sessions
+    python cache_utils.py size              # Show total cache size
+"""
+
+import os
+import sys
+import shutil
+import argparse
+from pathlib import Path
+from datetime import datetime
+from embodichain.utils import logger
+
+# Add current directory to path for local imports
+sys.path.insert(0, os.path.dirname(__file__))
+
+try:
+    from disk_cache import DiskCache
+except ImportError:
+    print("Error: Unable to import DiskCache")
+    sys.exit(1)
+
+
+def get_cache_root():
+    """Get the root cache directory."""
+    return os.path.expanduser("~/.cache/embodichain/workspace_analyzer")
+
+
+def get_dir_size(path):
+    """Calculate total size of a directory in bytes."""
+    total = 0
+    try:
+        for entry in os.scandir(path):
+            if entry.is_file(follow_symlinks=False):
+                total += entry.stat().st_size
+            elif entry.is_dir(follow_symlinks=False):
+                total += get_dir_size(entry.path)
+    except (OSError, PermissionError):
+        # Directory access error, return partial total
+        pass
+    return total
+
+
+def format_size(bytes_size):
+    """Format bytes to human-readable size."""
+    for unit in ["B", "KB", "MB", "GB"]:
+        if bytes_size < 1024.0:
+            return f"{bytes_size:.2f} {unit}"
+        bytes_size /= 1024.0
+    return f"{bytes_size:.2f} TB"
+
+
+def list_sessions():
+    """List all cache sessions."""
+    cache_root = get_cache_root()
+
+    if not os.path.exists(cache_root):
+        logger.log_info("No cache sessions found.")
+        logger.log_info(f"Cache directory: {cache_root}")
+        return
+
+    sessions = []
+    for item in os.listdir(cache_root):
+        session_path = os.path.join(cache_root, item)
+        if os.path.isdir(session_path):
+            size = get_dir_size(session_path)
+            mtime = os.path.getmtime(session_path)
+            sessions.append(
+                {
+                    "name": item,
+                    "path": session_path,
+                    "size": size,
+                    "modified": datetime.fromtimestamp(mtime),
+                }
+            )
+
+    if not sessions:
+        logger.log_info("No cache sessions found.")
+        return
+
+    # Sort by modification time (newest first)
+    sessions.sort(key=lambda x: x["modified"], reverse=True)
+
+    logger.log_info(f"\n{'Session Name':<40} {'Size':<12} {'Last Modified'}")
+    logger.log_info("-" * 80)
+
+    total_size = 0
+    for session in sessions:
+        logger.log_info(
+            f"{session['name']:<40} {format_size(session['size']):<12} "
+            f"{session['modified'].strftime('%Y-%m-%d %H:%M:%S')}"
+        )
+        total_size += session["size"]
+
+    logger.log_info("-" * 80)
+    logger.log_info(
+        f"{'Total':<40} {format_size(total_size):<12} {len(sessions)} session(s)"
+    )
+    logger.log_info(f"\nCache location: {cache_root}")
+
+
+def show_session_info(session_name):
+    """Show detailed information about a cache session."""
+    cache_root = get_cache_root()
+    session_path = os.path.join(cache_root, session_name)
+
+    if not os.path.exists(session_path):
+        logger.log_info(f"Session '{session_name}' not found.")
+        logger.log_info(f"Use 'list' command to see available sessions.")
+        return
+
+    logger.log_info(f"\nSession: {session_name}")
+    logger.log_info(f"Path: {session_path}")
+    logger.log_info(f"Size: {format_size(get_dir_size(session_path))}")
+    logger.log_info(
+        f"Modified: {datetime.fromtimestamp(os.path.getmtime(session_path))}"
+    )
+
+    # Check for batches
+    batches_dir = os.path.join(session_path, "batches")
+    if os.path.exists(batches_dir):
+        batch_files = [f for f in os.listdir(batches_dir) if f.endswith(".npy")]
+        logger.log_info(f"Batches: {len(batch_files)} file(s)")
+
+        if batch_files:
+            import numpy as np
+
+            total_poses = 0
+            for batch_file in batch_files:
+                batch_path = os.path.join(batches_dir, batch_file)
+                try:
+                    data = np.load(batch_path)
+                    total_poses += len(data)
+                except Exception as e:
+                    logger.log_warning(
+                        f"Warning: Failed to load batch file '{batch_file}': {e}"
+                    )
+            logger.log_info(f"Total poses: {total_poses:,}")
+
+
+def clean_session(session_name):
+    """Clean a specific cache session."""
+    cache_root = get_cache_root()
+    session_path = os.path.join(cache_root, session_name)
+
+    if not os.path.exists(session_path):
+        logger.log_info(f"Session '{session_name}' not found.")
+        return
+
+    size = get_dir_size(session_path)
+    response = input(f"Delete session '{session_name}' ({format_size(size)})? [y/N]: ")
+
+    if response.lower() == "y":
+        shutil.rmtree(session_path)
+        logger.log_info(f"✓ Deleted session '{session_name}'")
+    else:
+        logger.log_info("Cancelled.")
+
+
+def clean_all_sessions():
+    """Clean all cache sessions."""
+    cache_root = get_cache_root()
+
+    if not os.path.exists(cache_root):
+        logger.log_info("No cache sessions found.")
+        return
+
+    total_size = get_dir_size(cache_root)
+    sessions = [
+        d for d in os.listdir(cache_root) if os.path.isdir(os.path.join(cache_root, d))
+    ]
+
+    if not sessions:
+        logger.log_info("No cache sessions found.")
+        return
+
+    logger.log_info(
+        f"Found {len(sessions)} session(s), total size: {format_size(total_size)}"
+    )
+    response = input(f"Delete all cache sessions? [y/N]: ")
+
+    if response.lower() == "y":
+        shutil.rmtree(cache_root)
+        logger.log_info(f"✓ Deleted all cache sessions")
+    else:
+        logger.log_info("Cancelled.")
+
+
+def show_total_size():
+    """Show total cache size."""
+    cache_root = get_cache_root()
+
+    if not os.path.exists(cache_root):
+        logger.log_info("No cache found.")
+        logger.log_info(f"Cache directory: {cache_root}")
+        return
+
+    total_size = get_dir_size(cache_root)
+    sessions = [
+        d for d in os.listdir(cache_root) if os.path.isdir(os.path.join(cache_root, d))
+    ]
+
+    logger.log_info(f"\nCache location: {cache_root}")
+    logger.log_info(f"Total sessions: {len(sessions)}")
+    logger.log_info(f"Total size: {format_size(total_size)}")
+
+
+def main():
+    parser = argparse.ArgumentParser(
+        description="Manage workspace analyzer cache sessions",
+        formatter_class=argparse.RawDescriptionHelpFormatter,
+        epilog="""
+Examples:
+  %(prog)s list                    List all cache sessions
+  %(prog)s info session_20241127   Show session details
+  %(prog)s clean session_20241127  Clean specific session
+  %(prog)s clean --all             Clean all sessions
+  %(prog)s size                    Show total cache size
+        """,
+    )
+
+    parser.add_argument(
+        "command", choices=["list", "info", "clean", "size"], help="Command to execute"
+    )
+    parser.add_argument(
+        "session", nargs="?", help="Session name (for info/clean commands)"
+    )
+    parser.add_argument(
+        "--all", action="store_true", help="Apply to all sessions (for clean command)"
+    )
+
+    args = parser.parse_args()
+
+    if args.command == "list":
+        list_sessions()
+    elif args.command == "info":
+        if not args.session:
+            print("Error: Session name required for 'info' command")
+            sys.exit(1)
+        show_session_info(args.session)
+    elif args.command == "clean":
+        if args.all:
+            clean_all_sessions()
+        elif args.session:
+            clean_session(args.session)
+        else:
+            print("Error: Specify a session name or use --all flag")
+            sys.exit(1)
+    elif args.command == "size":
+        show_total_size()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/caches/disk_cache.py b/embodichain/lab/sim/utility/workspace_analyzer/caches/disk_cache.py
new file mode 100644
index 00000000..f2f649d6
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/caches/disk_cache.py
@@ -0,0 +1,197 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import gc
+import os
+from typing import List
+import numpy as np
+from tqdm import tqdm
+
+
+from embodichain.lab.sim.utility.workspace_analyzer.caches.base_cache import BaseCache
+
+from embodichain.utils import logger
+
+all = [
+    "DiskCache",
+]
+
+
+class DiskCache(BaseCache):
+    """Disk-based cache for workspace sampling.
+
+    Saves pose samples to disk in batches to minimize memory usage.
+    Suitable for large-scale sampling operations.
+
+    Default cache location: ~/.cache/embodichain/workspace_analyzer/
+    """
+
+    @staticmethod
+    def get_default_cache_dir(subdir: str = "default") -> str:
+        """Get default cache directory in user's home.
+
+        Args:
+            subdir: Subdirectory name under workspace_analyzer cache
+
+        Returns:
+            Path to cache directory: ~/.cache/embodichain/workspace_analyzer/{subdir}
+        """
+        cache_home = os.path.expanduser("~/.cache")
+        cache_dir = os.path.join(
+            cache_home, "embodichain", "workspace_analyzer", subdir
+        )
+        return cache_dir
+
+    def __init__(
+        self,
+        save_dir: str | None = None,
+        batch_size: int = 5000,
+        save_threshold: int = 10000000,
+        use_cached: bool = True,
+    ):
+        """Initialize disk cache.
+
+        Args:
+            save_dir: Directory path for saving batch files.
+                     If None, uses ~/.cache/embodichain/workspace_analyzer/default
+            batch_size: Number of samples per batch
+            save_threshold: Number of samples to accumulate before writing to disk
+            use_cached: Whether to use existing cached files if available
+        """
+        super().__init__(batch_size, save_threshold)
+
+        # Use default cache dir if not specified
+        if save_dir is None:
+            import time
+
+            timestamp = time.strftime("%Y%m%d_%H%M%S")
+            save_dir = self.get_default_cache_dir(subdir=f"session_{timestamp}")
+            logger.log_info(f"Using default cache directory: {save_dir}")
+
+        self.save_dir = save_dir
+        self.use_cached = use_cached
+        self._buffer: List[np.ndarray] = []
+        self._batch_count = 0
+
+        # Create batches directory
+        self._batches_dir = os.path.join(save_dir, "batches")
+        os.makedirs(self._batches_dir, exist_ok=True)
+
+        # Check for existing cached data
+        if use_cached and self._has_cached_data():
+            logger.log_info(f"Found existing cached data in {self._batches_dir}")
+
+    def _has_cached_data(self) -> bool:
+        """Check if cached batch files exist.
+
+        Returns:
+            True if cached .npy files exist
+        """
+        if not os.path.exists(self._batches_dir):
+            return False
+        npy_files = [f for f in os.listdir(self._batches_dir) if f.endswith(".npy")]
+        return len(npy_files) > 0
+
+    def add(self, poses: List[np.ndarray]) -> None:
+        """Add poses to buffer and save to disk when threshold is reached.
+
+        Args:
+            poses: List of 4x4 transformation matrices
+        """
+        self._buffer.extend(poses)
+        self._total_processed += len(poses)
+
+        # Write to disk when buffer reaches threshold
+        if len(self._buffer) >= self.save_threshold:
+            self._save_batch()
+
+    def _save_batch(self) -> None:
+        """Save current buffer to disk as a batch file."""
+        if not self._buffer:
+            return
+
+        batch_path = os.path.join(
+            self._batches_dir, f"batch_{self._batch_count:04d}.npy"
+        )
+        np.save(batch_path, np.array(self._buffer))
+        logger.log_info(
+            f"Saved batch {self._batch_count}: "
+            f"{len(self._buffer)} poses -> {batch_path}"
+        )
+
+        self._batch_count += 1
+        self._buffer.clear()
+        gc.collect()
+
+    def flush(self) -> None:
+        """Flush any remaining data in buffer to disk."""
+        if self._buffer:
+            self._save_batch()
+
+    def get_all(self) -> List[np.ndarray] | None:
+        """Load and merge all batch files from disk.
+
+        Returns:
+            List of all cached poses merged from batch files, or None if no data
+        """
+        # First flush any pending data
+        self.flush()
+
+        # Get all batch files
+        npy_files = sorted(
+            [f for f in os.listdir(self._batches_dir) if f.endswith(".npy")]
+        )
+
+        if not npy_files:
+            return None
+
+        logger.log_info(f"Loading {len(npy_files)} batch files...")
+        all_poses = []
+
+        for npy_file in tqdm(npy_files, desc="Merging batches"):
+            batch_path = os.path.join(self._batches_dir, npy_file)
+            try:
+                batch_data = np.load(batch_path)
+                all_poses.extend(batch_data)
+            except Exception as e:
+                logger.log_warning(f"Error loading {npy_file}: {str(e)}")
+
+        logger.log_info(f"Loaded {len(all_poses)} total poses")
+        return all_poses if all_poses else None
+
+    def clear(self) -> None:
+        """Clear all cached data and remove batch files."""
+        self._buffer.clear()
+        self._batch_count = 0
+        self._total_processed = 0
+
+        # Remove all batch files
+        if os.path.exists(self._batches_dir):
+            for file in os.listdir(self._batches_dir):
+                if file.endswith(".npy"):
+                    os.remove(os.path.join(self._batches_dir, file))
+
+        gc.collect()
+
+    def get_batch_count(self) -> int:
+        """Get number of batches written to disk.
+
+        Returns:
+            Number of batch files on disk
+        """
+        if not os.path.exists(self._batches_dir):
+            return 0
+        return len([f for f in os.listdir(self._batches_dir) if f.endswith(".npy")])
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/caches/memory_cache.py b/embodichain/lab/sim/utility/workspace_analyzer/caches/memory_cache.py
new file mode 100644
index 00000000..689cc5df
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/caches/memory_cache.py
@@ -0,0 +1,78 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import gc
+from typing import List
+import numpy as np
+
+from embodichain.lab.sim.utility.workspace_analyzer.caches.base_cache import BaseCache
+
+all = [
+    "MemoryCache",
+]
+
+
+class MemoryCache(BaseCache):
+    """In-memory cache for workspace sampling.
+
+    Stores all pose samples in RAM for fast access. Suitable for
+    smaller datasets or when memory is not a constraint.
+    """
+
+    def __init__(self, batch_size: int = 5000, save_threshold: int = 10000000):
+        """Initialize memory cache.
+
+        Args:
+            batch_size: Number of samples per processing batch
+            save_threshold: Threshold for triggering garbage collection
+        """
+        super().__init__(batch_size, save_threshold)
+        self._poses: List[np.ndarray] = []
+
+    def add(self, poses: List[np.ndarray]) -> None:
+        """Add poses to in-memory storage.
+
+        Args:
+            poses: List of 4x4 transformation matrices
+        """
+        self._poses.extend(poses)
+        self._total_processed += len(poses)
+
+        # Trigger garbage collection periodically
+        if len(self._poses) % 1000 == 0:
+            gc.collect()
+
+    def flush(self) -> None:
+        """Flush operation (no-op for memory cache, but triggers GC)."""
+        gc.collect()
+
+    def get_all(self) -> List[np.ndarray] | None:
+        """Retrieve all cached poses.
+
+        Returns:
+            List of all cached poses, or None if empty
+        """
+        return self._poses if self._poses else None
+
+    def clear(self) -> None:
+        """Clear all cached data and free memory."""
+        self._poses.clear()
+        self._total_processed = 0
+        gc.collect()
+
+    def __len__(self) -> int:
+        """Return number of cached poses."""
+        return len(self._poses)
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/configs/__init__.py b/embodichain/lab/sim/utility/workspace_analyzer/configs/__init__.py
new file mode 100644
index 00000000..eb4e06a2
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/configs/__init__.py
@@ -0,0 +1,52 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from embodichain.lab.sim.utility.workspace_analyzer.configs.cache_config import (
+    CacheConfig,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.configs.dimension_constraint import (
+    DimensionConstraint,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.configs.sampling_config import (
+    SamplingConfig,
+    SamplingStrategy,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.configs.visualization_config import (
+    VisualizationConfig,
+    VisualizationType,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.configs.metric_config import (
+    MetricConfig,
+    MetricType,
+    ReachabilityConfig,
+    ManipulabilityConfig,
+    DensityConfig,
+)
+
+
+__all__ = [
+    "CacheConfig",
+    "DimensionConstraint",
+    "SamplingConfig",
+    "SamplingStrategy",
+    "VisualizationConfig",
+    "VisualizationType",
+    "MetricConfig",
+    "MetricType",
+    "ReachabilityConfig",
+    "ManipulabilityConfig",
+    "DensityConfig",
+]
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/configs/cache_config.py b/embodichain/lab/sim/utility/workspace_analyzer/configs/cache_config.py
new file mode 100644
index 00000000..eb86830d
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/configs/cache_config.py
@@ -0,0 +1,41 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from dataclasses import dataclass
+from pathlib import Path
+
+
+@dataclass
+class CacheConfig:
+    """Configuration for caching workspace analysis results."""
+
+    enabled: bool = True
+    """Whether to enable caching of analysis results."""
+
+    cache_dir: Path | None = None
+    """Directory to store cache files. If None, uses default system cache directory."""
+
+    use_hash: bool = True
+    """Whether to use hash-based cache keys (based on robot config and parameters)."""
+
+    compression: bool = True
+    """Whether to compress cache files to save disk space."""
+
+    max_cache_size_mb: int = 1000
+    """Maximum total size of cache directory in megabytes. Old files will be removed if exceeded."""
+
+    cache_format: str = "npz"
+    """Format for cache files. Options: 'npz' (numpy), 'pkl' (pickle), 'h5' (hdf5)."""
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/configs/dimension_constraint.py b/embodichain/lab/sim/utility/workspace_analyzer/configs/dimension_constraint.py
new file mode 100644
index 00000000..9dbccba1
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/configs/dimension_constraint.py
@@ -0,0 +1,45 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from dataclasses import dataclass, field
+from typing import List, Tuple
+import numpy as np
+
+
+@dataclass
+class DimensionConstraint:
+    """Configuration for dimensional constraints in workspace analysis."""
+
+    min_bounds: np.ndarray | None = None
+    """Minimum bounds for workspace [x_min, y_min, z_min] in meters."""
+
+    max_bounds: np.ndarray | None = None
+    """Maximum bounds for workspace [x_max, y_max, z_max] in meters."""
+
+    joint_limits_scale: float = 1.0
+    """Scale factor for joint limits (1.0 = use full range, 0.8 = use 80% of range)."""
+
+    exclude_zones: List[Tuple[np.ndarray, np.ndarray]] = field(default_factory=list)
+    """List of excluded zones as [(min_bounds, max_bounds), ...]. Robot end-effector should avoid these regions."""
+
+    ground_height: float = 0.0
+    """Ground plane height in meters. Points below this will be filtered out."""
+
+    enforce_collision_free: bool = False
+    """Whether to enforce collision-free constraints during analysis."""
+
+    self_collision_check: bool = False
+    """Whether to check for self-collision when analyzing workspace."""
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/configs/metric_config.py b/embodichain/lab/sim/utility/workspace_analyzer/configs/metric_config.py
new file mode 100644
index 00000000..f4f392e9
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/configs/metric_config.py
@@ -0,0 +1,114 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from dataclasses import dataclass
+from typing import List
+from enum import Enum
+
+
+class MetricType(Enum):
+    """Types of workspace metrics."""
+
+    REACHABILITY = "reachability"
+    """Measures reachable workspace volume and coverage."""
+
+    MANIPULABILITY = "manipulability"
+    """Measures dexterity/manipulability throughout workspace."""
+
+    DENSITY = "density"
+    """Measures point density and workspace distribution."""
+
+    ALL = "all"
+    """Compute all available metrics."""
+
+
+@dataclass
+class ReachabilityConfig:
+    """Configuration for reachability metric."""
+
+    voxel_size: float = 0.01
+    """Size of voxels for volume calculation in meters."""
+
+    min_points_per_voxel: int = 1
+    """Minimum number of points in a voxel to consider it reachable."""
+
+    compute_coverage: bool = True
+    """Whether to compute coverage percentage relative to bounding box."""
+
+
+@dataclass
+class ManipulabilityConfig:
+    """Configuration for manipulability metric."""
+
+    jacobian_threshold: float = 0.01
+    """Minimum manipulability value to consider valid."""
+
+    compute_isotropy: bool = True
+    """Whether to compute isotropy index (condition number)."""
+
+    compute_heatmap: bool = False
+    """Whether to generate manipulability heatmap."""
+
+
+@dataclass
+class DensityConfig:
+    """Configuration for density metric."""
+
+    radius: float = 0.05
+    """Radius for local density estimation in meters."""
+
+    k_neighbors: int = 30
+    """Number of nearest neighbors for density estimation."""
+
+    compute_distribution: bool = True
+    """Whether to compute density distribution statistics."""
+
+
+@dataclass
+class MetricConfig:
+    """Configuration for workspace analysis metrics."""
+
+    enabled_metrics: List[MetricType] = None
+    """List of metrics to compute. If None, computes all metrics."""
+
+    reachability: ReachabilityConfig = None
+    """Configuration for reachability metric."""
+
+    manipulability: ManipulabilityConfig = None
+    """Configuration for manipulability metric."""
+
+    density: DensityConfig = None
+    """Configuration for density metric."""
+
+    save_results: bool = True
+    """Whether to save metric results to file."""
+
+    output_format: str = "json"
+    """Output format for metrics. Options: 'json', 'yaml', 'pkl'."""
+
+    def __post_init__(self):
+        """Initialize sub-configs with defaults if not provided."""
+        if self.enabled_metrics is None:
+            self.enabled_metrics = [MetricType.ALL]
+
+        if self.reachability is None:
+            self.reachability = ReachabilityConfig()
+
+        if self.manipulability is None:
+            self.manipulability = ManipulabilityConfig()
+
+        if self.density is None:
+            self.density = DensityConfig()
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/configs/sampling_config.py b/embodichain/lab/sim/utility/workspace_analyzer/configs/sampling_config.py
new file mode 100644
index 00000000..4c230667
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/configs/sampling_config.py
@@ -0,0 +1,81 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+from enum import Enum
+from dataclasses import dataclass
+from typing import Callable
+
+
+class SamplingStrategy(Enum):
+    """Sampling strategy for joint space."""
+
+    UNIFORM = "uniform"  # Uniform grid sampling
+    RANDOM = "random"  # Random sampling
+    HALTON = "halton"  # Quasi-random Halton sequence
+    SOBOL = "sobol"  # Quasi-random Sobol sequence
+    LATIN_HYPERCUBE = "lhs"  # Latin Hypercube Sampling
+    IMPORTANCE = "importance"  # Importance sampling (requires weight function)
+    GAUSSIAN = "gaussian"  # Gaussian (normal) distribution sampling
+    SPHERE = "sphere"  # Sphere-constrained uniform sampling
+
+
+@dataclass
+class SamplingConfig:
+    """Configuration for sampling strategies in workspace analysis."""
+
+    strategy: SamplingStrategy = None
+    """Sampling strategy to use."""
+
+    num_samples: int = 1000
+    """Number of samples to generate."""
+
+    grid_resolution: int = 10
+    """Resolution for grid sampling (used with UNIFORM strategy)."""
+
+    batch_size: int = 1000
+    """Number of samples to process in each batch."""
+
+    seed: int = 42
+    """Random seed for reproducibility."""
+
+    importance_weight_func: Callable | None = None
+    """Weight function for importance sampling (used with IMPORTANCE strategy)."""
+
+    gaussian_mean: float | None = None
+    """Mean for Gaussian sampling (used with GAUSSIAN strategy). If None, uses center of bounds."""
+
+    gaussian_std: float | None = None
+    """Standard deviation for Gaussian sampling (used with GAUSSIAN strategy). If None, uses 1/6 of range."""
+
+    # Sphere sampling parameters
+    sphere_center_mode: str = "bounds_center"
+    """How to determine sphere center for SPHERE strategy. Options: 'bounds_center', 'custom', 'auto'."""
+
+    sphere_radius_mode: str = "inscribed"
+    """How to determine sphere radius for SPHERE strategy. Options: 'inscribed', 'circumscribed', 'custom'."""
+
+    sphere_boundary_handling: str = "reject"
+    """How to handle boundary violations for SPHERE strategy. Options: 'clip', 'reject', 'extend'."""
+
+    sphere_center: list | None = None
+    """Custom sphere center for SPHERE strategy (used when sphere_center_mode='custom')."""
+
+    sphere_radius: float | None = None
+    """Custom sphere radius for SPHERE strategy (used when sphere_radius_mode='custom')."""
+
+    def __post_init__(self):
+        """Set default strategy after initialization."""
+        if self.strategy is None:
+            self.strategy = SamplingStrategy.UNIFORM
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/configs/visualization_config.py b/embodichain/lab/sim/utility/workspace_analyzer/configs/visualization_config.py
new file mode 100644
index 00000000..58774206
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/configs/visualization_config.py
@@ -0,0 +1,96 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from enum import Enum
+from dataclasses import dataclass
+from typing import Union
+
+
+class VisualizationType(Enum):
+    POINT_CLOUD = "point_cloud"
+    VOXEL = "voxel"
+    SPHERE = "sphere"
+    AXIS = "axis"
+    # MESH = "mesh"
+    # HEATMAP = "heatmap"
+
+
+@dataclass
+class VisualizationConfig:
+    """Visualization configuration"""
+
+    enabled: bool = True
+    """Enable or disable visualization."""
+
+    vis_type: Union[VisualizationType, str] = VisualizationType.POINT_CLOUD
+    """Type of visualization to use. Can be VisualizationType enum or string.
+    
+    Available visualization types:
+    - POINT_CLOUD: Fast point cloud rendering, good for large datasets
+    - VOXEL: Volumetric voxel grid representation for occupancy mapping
+    - SPHERE: Smooth sphere rendering for publication-quality figures
+    - AXIS: Coordinate frame visualization for poses and transformations
+    
+    Examples:
+        vis_type = VisualizationType.SPHERE
+        vis_type = "point_cloud"
+        vis_type = "axis"  # For coordinate frames
+    """
+
+    voxel_size: float = 0.05
+    """Voxel size for downsampling."""
+
+    nb_neighbors: int = 20
+    """Number of neighbors for statistical outlier removal."""
+
+    std_ratio: float = 2.0
+    """Standard deviation ratio for statistical outlier removal."""
+
+    is_voxel_down: bool = True
+    """Enable voxel downsampling."""
+
+    color_by_distance: bool = True
+    """Color points by distance."""
+
+    point_size: float = 4.0
+    """Size of points in visualization."""
+
+    alpha: float = 0.5
+    """Transparency level of points."""
+
+    sphere_radius: float = 0.005
+    """Radius of spheres for sphere visualization."""
+
+    sphere_resolution: int = 10
+    """Sphere mesh resolution for sphere visualization."""
+
+    axis_length: float = 0.05
+    """Length of coordinate axes for axis visualization."""
+
+    axis_size: float = 0.003
+    """Thickness/size of coordinate axes for axis visualization."""
+
+    show_unreachable_points: bool = True
+    """Whether to show unreachable points in Cartesian space and Plane sampling modes.
+    
+    If True, shows both reachable (green, large) and unreachable (red, small) points.
+    If False, only shows reachable points in Cartesian space and Plane sampling modes.
+    Has no effect in Joint space mode (all points are always shown as reachable).
+    
+    Note: This parameter now supports all IK-based analysis modes including:
+    - AnalysisMode.CARTESIAN_SPACE
+    - AnalysisMode.PLANE_SAMPLING
+    """
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/constraints/__init__.py b/embodichain/lab/sim/utility/workspace_analyzer/constraints/__init__.py
new file mode 100644
index 00000000..9c02f032
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/constraints/__init__.py
@@ -0,0 +1,24 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from .base_constraint import BaseConstraintChecker, IConstraintChecker
+from .workspace_constraint import WorkspaceConstraintChecker
+
+__all__ = [
+    "BaseConstraintChecker",
+    "IConstraintChecker",
+    "WorkspaceConstraintChecker",
+]
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/constraints/base_constraint.py b/embodichain/lab/sim/utility/workspace_analyzer/constraints/base_constraint.py
new file mode 100644
index 00000000..c0b7a4c1
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/constraints/base_constraint.py
@@ -0,0 +1,199 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from abc import ABC, abstractmethod
+from typing import Union
+import numpy as np
+import torch
+
+from embodichain.utils import logger
+
+
+__all__ = [
+    "IConstraintChecker",
+    "BaseConstraintChecker",
+]
+
+
+class IConstraintChecker:
+    """Interface for constraint checkers.
+
+    This protocol defines the contract that all constraint checkers must follow.
+    """
+
+    def check_bounds(
+        self, points: Union[torch.Tensor, np.ndarray]
+    ) -> Union[torch.Tensor, np.ndarray]:
+        """Check if points are within bounds.
+
+        Args:
+            points: Array of shape (N, 3) containing point positions.
+
+        Returns:
+            Boolean array of shape (N,) indicating which points satisfy bounds.
+        """
+        ...
+
+    def filter_points(
+        self, points: Union[torch.Tensor, np.ndarray]
+    ) -> Union[torch.Tensor, np.ndarray]:
+        """Filter points to keep only those satisfying all constraints.
+
+        Args:
+            points: Array of shape (N, 3) containing point positions.
+
+        Returns:
+            Filtered array of shape (M, 3) where M <= N.
+        """
+        ...
+
+
+class BaseConstraintChecker(ABC):
+    """Abstract base class for workspace constraint checkers.
+
+    Provides common functionality for checking dimensional constraints,
+    bounds, excluded zones, and other workspace limitations.
+    """
+
+    def __init__(
+        self,
+        min_bounds: np.ndarray | None = None,
+        max_bounds: np.ndarray | None = None,
+        ground_height: float = 0.0,
+        device: torch.device | None = None,
+    ):
+        """Initialize the constraint checker.
+
+        Args:
+            min_bounds: Minimum bounds [x_min, y_min, z_min]. If None, no lower limit.
+            max_bounds: Maximum bounds [x_max, y_max, z_max]. If None, no upper limit.
+            ground_height: Ground plane height. Points below this are filtered.
+            device: PyTorch device for tensor operations. Defaults to cpu.
+        """
+        self.min_bounds = np.array(min_bounds) if min_bounds is not None else None
+        self.max_bounds = np.array(max_bounds) if max_bounds is not None else None
+        self.ground_height = ground_height
+        self.device = device if device is not None else torch.device("cpu")
+
+        # Validate bounds
+        if self.min_bounds is not None and self.max_bounds is not None:
+            if not np.all(self.min_bounds < self.max_bounds):
+                logger.log_warning(
+                    "min_bounds should be less than max_bounds in all dimensions"
+                )
+
+    def check_bounds(
+        self, points: Union[torch.Tensor, np.ndarray]
+    ) -> Union[torch.Tensor, np.ndarray]:
+        """Check if points are within bounds.
+
+        Args:
+            points: Array of shape (N, 3) containing point positions.
+
+        Returns:
+            Boolean array of shape (N,) indicating which points are within bounds.
+        """
+        is_tensor = isinstance(points, torch.Tensor)
+
+        if is_tensor:
+            valid = torch.ones(len(points), dtype=torch.bool, device=points.device)
+        else:
+            valid = np.ones(len(points), dtype=bool)
+
+        # Check minimum bounds
+        if self.min_bounds is not None:
+            if is_tensor:
+                min_bounds_t = torch.tensor(
+                    self.min_bounds, dtype=points.dtype, device=points.device
+                )
+                valid &= torch.all(points >= min_bounds_t, dim=1)
+            else:
+                valid &= np.all(points >= self.min_bounds, axis=1)
+
+        # Check maximum bounds
+        if self.max_bounds is not None:
+            if is_tensor:
+                max_bounds_t = torch.tensor(
+                    self.max_bounds, dtype=points.dtype, device=points.device
+                )
+                valid &= torch.all(points <= max_bounds_t, dim=1)
+            else:
+                valid &= np.all(points <= self.max_bounds, axis=1)
+
+        # Check ground height
+        if is_tensor:
+            valid &= points[:, 2] >= self.ground_height
+        else:
+            valid &= points[:, 2] >= self.ground_height
+
+        return valid
+
+    def filter_points(
+        self, points: Union[torch.Tensor, np.ndarray]
+    ) -> Union[torch.Tensor, np.ndarray]:
+        """Filter points to keep only those satisfying all constraints.
+
+        Args:
+            points: Array of shape (N, 3) containing point positions.
+
+        Returns:
+            Filtered array of shape (M, 3) where M <= N.
+        """
+        valid = self.check_bounds(points)
+        return points[valid]
+
+    @abstractmethod
+    def check_collision(
+        self, points: Union[torch.Tensor, np.ndarray]
+    ) -> Union[torch.Tensor, np.ndarray]:
+        """Check if points are collision-free (to be implemented by subclasses).
+
+        Args:
+            points: Array of shape (N, 3) containing point positions.
+
+        Returns:
+            Boolean array of shape (N,) indicating which points are collision-free.
+        """
+        pass
+
+    def get_bounds_volume(self) -> float:
+        """Calculate the volume of the bounded workspace.
+
+        Returns:
+            Volume in cubic meters, or inf if unbounded.
+        """
+        if self.min_bounds is None or self.max_bounds is None:
+            return float("inf")
+
+        dimensions = self.max_bounds - self.min_bounds
+        return float(np.prod(dimensions))
+
+    def get_bounds_info(self) -> dict:
+        """Get information about the workspace bounds.
+
+        Returns:
+            Dictionary containing bounds information.
+        """
+        return {
+            "min_bounds": (
+                self.min_bounds.tolist() if self.min_bounds is not None else None
+            ),
+            "max_bounds": (
+                self.max_bounds.tolist() if self.max_bounds is not None else None
+            ),
+            "ground_height": self.ground_height,
+            "volume": self.get_bounds_volume(),
+        }
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/constraints/workspace_constraint.py b/embodichain/lab/sim/utility/workspace_analyzer/constraints/workspace_constraint.py
new file mode 100644
index 00000000..0947193e
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/constraints/workspace_constraint.py
@@ -0,0 +1,280 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from typing import Union, List, Tuple
+import numpy as np
+import torch
+
+from embodichain.lab.sim.utility.workspace_analyzer.constraints.base_constraint import (
+    BaseConstraintChecker,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.configs.dimension_constraint import (
+    DimensionConstraint,
+)
+
+
+__all__ = [
+    "WorkspaceConstraintChecker",
+]
+
+
+class WorkspaceConstraintChecker(BaseConstraintChecker):
+    """Workspace constraint checker for robotic workspace analysis.
+
+    Main features:
+    - Boundary constraint checking (prevents robot from exceeding safe working range)
+    - Excluded zone checking (avoids obstacles, tables, and other fixed objects)
+    - Ground height constraints (prevents robot collision with ground or work surface)
+    - Configuration-based creation for easy reuse across different scenarios
+
+    Extends base checker with excluded zones and configuration-based setup.
+    """
+
+    def __init__(
+        self,
+        min_bounds: np.ndarray | None = None,
+        max_bounds: np.ndarray | None = None,
+        ground_height: float = 0.0,
+        exclude_zones: List[Tuple[np.ndarray, np.ndarray]] | None = None,
+        device: torch.device | None = None,
+    ):
+        """Initialize the workspace constraint checker.
+
+        Args:
+            min_bounds: Minimum bounds [x_min, y_min, z_min] in meters
+            max_bounds: Maximum bounds [x_max, y_max, z_max] in meters
+            ground_height: Ground plane height in meters
+            exclude_zones: List of excluded zones as [(min_bounds, max_bounds), ...]
+            device: PyTorch device (CPU/GPU)
+        """
+        super().__init__(min_bounds, max_bounds, ground_height, device)
+        self.exclude_zones = exclude_zones or []
+
+    @classmethod
+    def from_config(
+        cls, config: DimensionConstraint, device: torch.device | None = None
+    ):
+        """Create a constraint checker from a DimensionConstraint config (recommended approach).
+
+        This is the recommended way to create constraint checkers. Using configuration objects
+        allows for easy reuse of the same constraint settings across different scenarios.
+
+        Args:
+            config: Dimension constraint configuration object containing bounds, excluded zones, etc.
+            device: PyTorch device for tensor operations
+
+        Returns:
+            Configured WorkspaceConstraintChecker instance
+
+        Example:
+            >>> from embodichain.lab.sim.utility.workspace_analyzer.configs import DimensionConstraint
+            >>> config = DimensionConstraint(
+            ...     min_bounds=np.array([-1, -1, 0]),
+            ...     max_bounds=np.array([1, 1, 2]),
+            ...     exclude_zones=[]
+            ... )
+            >>> checker = WorkspaceConstraintChecker.from_config(config)
+        """
+        return cls(
+            min_bounds=config.min_bounds,
+            max_bounds=config.max_bounds,
+            ground_height=config.ground_height,
+            exclude_zones=config.exclude_zones,
+            device=device,
+        )
+
+    def check_collision(
+        self, points: Union[torch.Tensor, np.ndarray]
+    ) -> Union[torch.Tensor, np.ndarray]:
+        """Check if points are not in excluded zones (collision checking).
+
+        This method checks whether the robot end-effector positions would collide with
+        predefined obstacle zones such as cabinets, tables, walls, and other fixed obstacles.
+
+        Args:
+            points: Array of shape (N, 3) containing 3D point positions
+
+        Returns:
+            Boolean array of shape (N,) indicating which points are collision-free
+            True = collision-free (safe), False = collision detected (dangerous)
+        """
+        is_tensor = isinstance(points, torch.Tensor)
+
+        if is_tensor:
+            valid = torch.ones(len(points), dtype=torch.bool, device=points.device)
+        else:
+            valid = np.ones(len(points), dtype=bool)
+
+        # Check each excluded zone
+        for min_zone, max_zone in self.exclude_zones:
+            if is_tensor:
+                min_zone_t = torch.tensor(
+                    min_zone, dtype=points.dtype, device=points.device
+                )
+                max_zone_t = torch.tensor(
+                    max_zone, dtype=points.dtype, device=points.device
+                )
+                # Points inside excluded zone
+                in_zone = torch.all(points >= min_zone_t, dim=1) & torch.all(
+                    points <= max_zone_t, dim=1
+                )
+                valid &= ~in_zone  # Exclude these points
+            else:
+                in_zone = np.all(points >= min_zone, axis=1) & np.all(
+                    points <= max_zone, axis=1
+                )
+                valid &= ~in_zone
+
+        return valid
+
+    def filter_points(
+        self, points: Union[torch.Tensor, np.ndarray]
+    ) -> Union[torch.Tensor, np.ndarray]:
+        """Filter points to keep only those satisfying all constraints.
+
+        This is a comprehensive filtering method that checks both boundary constraints
+        and collision constraints, returning only safe and reachable workspace points.
+
+        Args:
+            points: Array of shape (N, 3) containing 3D point positions
+
+        Returns:
+            Filtered array of shape (M, 3) where M <= N
+            Contains only points that satisfy all constraint conditions
+        """
+        # First filter by bounds
+        valid_bounds = self.check_bounds(points)
+
+        # Then filter by collision
+        valid_collision = self.check_collision(points)
+
+        # Combine both checks
+        valid = valid_bounds & valid_collision
+
+        return points[valid]
+
+    def add_exclude_zone(self, min_bounds: np.ndarray, max_bounds: np.ndarray) -> None:
+        """Add an excluded zone (obstacle region) to the workspace.
+
+        Used for dynamically adding obstacles such as temporarily placed objects,
+        newly installed equipment, etc.
+
+        Args:
+            min_bounds: Minimum bounds of the excluded zone [x_min, y_min, z_min] in meters
+            max_bounds: Maximum bounds of the excluded zone [x_max, y_max, z_max] in meters
+
+        Example:
+            >>> # Add a cubic obstacle
+            >>> checker.add_exclude_zone(
+            ...     min_bounds=np.array([0.2, 0.2, 0.0]),
+            ...     max_bounds=np.array([0.4, 0.4, 0.2])
+            ... )
+        """
+        self.exclude_zones.append((np.array(min_bounds), np.array(max_bounds)))
+
+    def clear_exclude_zones(self) -> None:
+        """Remove all excluded zones.
+
+        Used to reset the workspace environment by clearing all previously
+        configured obstacle zones.
+        """
+        self.exclude_zones = []
+
+    def get_num_exclude_zones(self) -> int:
+        """Get the number of current excluded zones.
+
+        Returns:
+            Number of excluded zones
+        """
+        return len(self.exclude_zones)
+
+
+# ====================
+# Usage Examples
+# ====================
+"""
+Typical usage scenarios:
+
+1. Basic usage - Setting workspace boundaries:
+```python
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.configs import DimensionConstraint
+from embodichain.lab.sim.utility.workspace_analyzer.constraints import WorkspaceConstraintChecker
+
+# Create via configuration (recommended approach)
+config = DimensionConstraint(
+    min_bounds=np.array([-0.8, -0.6, 0.0]),  # Work range: ±80cm left/right, ±60cm front/back, height ≥ 0cm
+    max_bounds=np.array([0.8, 0.6, 1.5]),   # Max height 150cm
+    ground_height=0.0,                      # Ground height
+    exclude_zones=[]                        # No obstacles initially
+)
+checker = WorkspaceConstraintChecker.from_config(config)
+
+# Check if points are within safe range
+test_points = np.array([
+    [0.5, 0.3, 0.8],   # Safe point
+    [1.0, 0.0, 0.5],   # Exceeds x boundary
+    [0.0, 0.0, -0.1],  # Below ground level
+])
+valid_mask = checker.check_bounds(test_points)
+print(f"Safe points: {valid_mask}")  # [True, False, False]
+```
+
+2. Advanced usage - Adding obstacle zones:
+```python
+# Add a table as an obstacle
+checker.add_exclude_zone(
+    min_bounds=np.array([0.2, 0.1, 0.0]),
+    max_bounds=np.array([0.7, 0.5, 0.8])
+)
+
+# Check both boundaries and collisions simultaneously
+test_points = np.array([
+    [0.1, 0.0, 0.5],   # Within boundaries, not in obstacle zone
+    [0.4, 0.3, 0.4],   # Within boundaries, but inside table zone
+])
+valid_bounds = checker.check_bounds(test_points)
+valid_collision = checker.check_collision(test_points) 
+overall_valid = valid_bounds & valid_collision
+print(f"Comprehensive safety check: {overall_valid}")  # [True, False]
+
+# Or use the comprehensive filtering method directly
+safe_points = checker.filter_points(test_points)
+print(f"Filtered safe points: {safe_points}")  # Only returns [0.1, 0.0, 0.5]
+```
+
+3. Application in robot workspace analysis:
+```python
+# Usage in WorkspaceAnalyzer
+from embodichain.lab.sim.utility.workspace_analyzer import WorkspaceAnalyzer
+
+# Configure work environment with complex obstacles
+config = DimensionConstraint(
+    min_bounds=np.array([-1.0, -1.0, 0.0]),
+    max_bounds=np.array([1.0, 1.0, 2.0]),
+    exclude_zones=[
+        # Table
+        (np.array([0.3, 0.2, 0.0]), np.array([0.8, 0.7, 0.8])),
+        # Pillar
+        (np.array([-0.1, -0.1, 0.0]), np.array([0.1, 0.1, 2.0])),
+    ]
+)
+
+# WorkspaceAnalyzer will automatically use these constraints to filter invalid workspace points
+analyzer = WorkspaceAnalyzer(robot, config=analyzer_config)
+results = analyzer.analyze(visualize=True)
+```
+"""
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/metrics/__init__.py b/embodichain/lab/sim/utility/workspace_analyzer/metrics/__init__.py
new file mode 100644
index 00000000..23850925
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/metrics/__init__.py
@@ -0,0 +1,35 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from embodichain.lab.sim.utility.workspace_analyzer.metrics.base_metric import (
+    BaseMetric,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.metrics.reachability_metric import (
+    ReachabilityMetric,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.metrics.manipulability_metric import (
+    ManipulabilityMetric,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.metrics.density_metric import (
+    DensityMetric,
+)
+
+__all__ = [
+    "BaseMetric",
+    "ReachabilityMetric",
+    "ManipulabilityMetric",
+    "DensityMetric",
+]
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/metrics/base_metric.py b/embodichain/lab/sim/utility/workspace_analyzer/metrics/base_metric.py
new file mode 100644
index 00000000..084326bd
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/metrics/base_metric.py
@@ -0,0 +1,83 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from abc import ABC, abstractmethod
+from typing import Dict, Any
+import numpy as np
+import torch
+
+
+class BaseMetric(ABC):
+    """Base class for workspace metrics.
+
+    All metrics should inherit from this class and implement the compute method.
+    """
+
+    def __init__(self, config: Any | None = None):
+        """Initialize the metric.
+
+        Args:
+            config: Configuration object for the metric.
+        """
+        self.config = config
+        self.results: Dict[str, Any] = {}
+
+    @abstractmethod
+    def compute(
+        self,
+        workspace_points: np.ndarray,
+        joint_configurations: np.ndarray | None = None,
+        **kwargs,
+    ) -> Dict[str, Any]:
+        """Compute the metric.
+
+        Args:
+            workspace_points: Workspace points in Cartesian space, shape (N, 3).
+            joint_configurations: Joint configurations, shape (N, num_joints).
+            **kwargs: Additional arguments specific to the metric.
+
+        Returns:
+            Dictionary containing metric results.
+        """
+        pass
+
+    def reset(self) -> None:
+        """Reset metric results."""
+        self.results = {}
+
+    def get_results(self) -> Dict[str, Any]:
+        """Get computed metric results.
+
+        Returns:
+            Dictionary containing metric results.
+        """
+        return self.results
+
+    def _to_numpy(self, data: Any) -> np.ndarray:
+        """Convert data to numpy array.
+
+        Args:
+            data: Input data (numpy array or torch tensor).
+
+        Returns:
+            Numpy array.
+        """
+        if isinstance(data, torch.Tensor):
+            return data.cpu().numpy()
+        elif isinstance(data, np.ndarray):
+            return data
+        else:
+            return np.array(data)
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/metrics/density_metric.py b/embodichain/lab/sim/utility/workspace_analyzer/metrics/density_metric.py
new file mode 100644
index 00000000..3ee9e955
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/metrics/density_metric.py
@@ -0,0 +1,152 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from typing import Dict, Any
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.metrics.base_metric import (
+    BaseMetric,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.configs.metric_config import (
+    DensityConfig,
+)
+
+
+class DensityMetric(BaseMetric):
+    """Density metric for workspace analysis.
+
+    Computes point density and workspace distribution statistics.
+    """
+
+    def __init__(self, config: DensityConfig | None = None):
+        """Initialize density metric.
+
+        Args:
+            config: Density configuration.
+        """
+        super().__init__(config or DensityConfig())
+
+    def compute(
+        self,
+        workspace_points: np.ndarray,
+        joint_configurations: np.ndarray | None = None,
+        **kwargs,
+    ) -> Dict[str, Any]:
+        """Compute density metrics.
+
+        Args:
+            workspace_points: Workspace points in Cartesian space, shape (N, 3).
+            joint_configurations: Joint configurations, shape (N, num_joints).
+            **kwargs: Additional arguments.
+
+        Returns:
+            Dictionary containing:
+                - mean_density: Average local density
+                - std_density: Standard deviation
+                - min_density: Minimum density
+                - max_density: Maximum density
+                - density_distribution: Histogram of density values (if enabled)
+        """
+        points = self._to_numpy(workspace_points)
+
+        if len(points) < 2:
+            return {
+                "mean_density": 0.0,
+                "std_density": 0.0,
+                "min_density": 0.0,
+                "max_density": 0.0,
+            }
+
+        # Compute local density for each point
+        densities = self._compute_local_density(points)
+
+        self.results = {
+            "mean_density": float(densities.mean()),
+            "std_density": float(densities.std()),
+            "min_density": float(densities.min()),
+            "max_density": float(densities.max()),
+        }
+
+        # Compute distribution statistics if requested
+        if self.config.compute_distribution:
+            hist, bin_edges = np.histogram(densities, bins=10)
+            self.results["density_distribution"] = {
+                "histogram": hist.tolist(),
+                "bin_edges": bin_edges.tolist(),
+            }
+
+        return self.results
+
+    def _compute_local_density(self, points: np.ndarray) -> np.ndarray:
+        """Compute local density for each point.
+
+        Args:
+            points: Point cloud, shape (N, 3).
+
+        Returns:
+            Local densities, shape (N,).
+        """
+        n_points = len(points)
+        densities = np.zeros(n_points)
+
+        # Use radius-based density estimation for better performance
+        radius = self.config.radius
+
+        for i in range(n_points):
+            # Compute distances to all other points
+            distances = np.linalg.norm(points - points[i], axis=1)
+
+            # Count neighbors within radius
+            num_neighbors = np.sum(distances <= radius) - 1  # Exclude self
+
+            # Density = neighbors / volume of sphere
+            volume = (4.0 / 3.0) * np.pi * (radius**3)
+            densities[i] = num_neighbors / volume if volume > 0 else 0.0
+
+        return densities
+
+    def _compute_knn_density(self, points: np.ndarray) -> np.ndarray:
+        """Compute k-nearest neighbors density.
+
+        Alternative method using k-nearest neighbors instead of fixed radius.
+
+        Args:
+            points: Point cloud, shape (N, 3).
+
+        Returns:
+            Local densities, shape (N,).
+        """
+        n_points = len(points)
+        k = min(self.config.k_neighbors, n_points - 1)
+
+        if k <= 0:
+            return np.zeros(n_points)
+
+        densities = np.zeros(n_points)
+
+        for i in range(n_points):
+            # Compute distances to all other points
+            distances = np.linalg.norm(points - points[i], axis=1)
+
+            # Find k-nearest neighbors (excluding self)
+            distances[i] = np.inf
+            knn_distances = np.partition(distances, k)[:k]
+
+            # Density = k / volume of sphere containing k neighbors
+            max_distance = knn_distances.max()
+            volume = (4.0 / 3.0) * np.pi * (max_distance**3)
+            densities[i] = k / volume if volume > 0 else 0.0
+
+        return densities
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/metrics/manipulability_metric.py b/embodichain/lab/sim/utility/workspace_analyzer/metrics/manipulability_metric.py
new file mode 100644
index 00000000..60809842
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/metrics/manipulability_metric.py
@@ -0,0 +1,151 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from typing import Dict, Any
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.metrics.base_metric import (
+    BaseMetric,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.configs.metric_config import (
+    ManipulabilityConfig,
+)
+
+
+class ManipulabilityMetric(BaseMetric):
+    """Manipulability metric for workspace analysis.
+
+    Computes dexterity and manipulability measures throughout the workspace.
+    Note: Full implementation requires robot Jacobian computation.
+    """
+
+    def __init__(self, config: ManipulabilityConfig | None = None):
+        """Initialize manipulability metric.
+
+        Args:
+            config: Manipulability configuration.
+        """
+        super().__init__(config or ManipulabilityConfig())
+
+    def compute(
+        self,
+        workspace_points: np.ndarray,
+        joint_configurations: np.ndarray | None = None,
+        jacobians: np.ndarray | None = None,
+        **kwargs,
+    ) -> Dict[str, Any]:
+        """Compute manipulability metrics.
+
+        Args:
+            workspace_points: Workspace points in Cartesian space, shape (N, 3).
+            joint_configurations: Joint configurations, shape (N, num_joints).
+            jacobians: Precomputed Jacobian matrices, shape (N, 6, num_joints).
+            **kwargs: Additional arguments.
+
+        Returns:
+            Dictionary containing:
+                - mean_manipulability: Average manipulability index
+                - std_manipulability: Standard deviation
+                - min_manipulability: Minimum value
+                - max_manipulability: Maximum value
+                - mean_condition: Average condition number (if isotropy enabled)
+        """
+        points = self._to_numpy(workspace_points)
+
+        if len(points) == 0:
+            return {
+                "mean_manipulability": 0.0,
+                "std_manipulability": 0.0,
+                "min_manipulability": 0.0,
+                "max_manipulability": 0.0,
+            }
+
+        # If Jacobians are not provided, we cannot compute true manipulability
+        # Return placeholder statistics
+        if jacobians is None:
+            # Estimate based on distance from centroid (simple heuristic)
+            centroid = points.mean(axis=0)
+            distances = np.linalg.norm(points - centroid, axis=1)
+
+            # Normalize to [0, 1] range (higher manipulability near center)
+            max_dist = distances.max() if distances.max() > 0 else 1.0
+            manipulability_scores = 1.0 - (distances / max_dist)
+
+            # Filter by threshold
+            valid_mask = manipulability_scores >= self.config.jacobian_threshold
+            valid_scores = manipulability_scores[valid_mask]
+
+            if len(valid_scores) == 0:
+                valid_scores = np.array([0.0])
+        else:
+            # Compute true manipulability from Jacobians
+            manipulability_scores = self._compute_manipulability_index(jacobians)
+            valid_mask = manipulability_scores >= self.config.jacobian_threshold
+            valid_scores = manipulability_scores[valid_mask]
+
+        self.results = {
+            "mean_manipulability": float(valid_scores.mean()),
+            "std_manipulability": float(valid_scores.std()),
+            "min_manipulability": float(valid_scores.min()),
+            "max_manipulability": float(valid_scores.max()),
+            "num_valid_points": int(len(valid_scores)),
+        }
+
+        # Compute isotropy if requested
+        if self.config.compute_isotropy and jacobians is not None:
+            condition_numbers = self._compute_condition_numbers(jacobians)
+            self.results["mean_condition"] = float(condition_numbers.mean())
+            self.results["std_condition"] = float(condition_numbers.std())
+
+        return self.results
+
+    def _compute_manipulability_index(self, jacobians: np.ndarray) -> np.ndarray:
+        """Compute Yoshikawa manipulability index.
+
+        Args:
+            jacobians: Jacobian matrices, shape (N, 6, num_joints).
+
+        Returns:
+            Manipulability indices, shape (N,).
+        """
+        # Manipulability index: sqrt(det(J * J^T))
+        manipulability = np.zeros(len(jacobians))
+
+        for i, J in enumerate(jacobians):
+            JJT = J @ J.T
+            det = np.linalg.det(JJT)
+            manipulability[i] = np.sqrt(max(det, 0))
+
+        return manipulability
+
+    def _compute_condition_numbers(self, jacobians: np.ndarray) -> np.ndarray:
+        """Compute condition numbers of Jacobian matrices.
+
+        Args:
+            jacobians: Jacobian matrices, shape (N, 6, num_joints).
+
+        Returns:
+            Condition numbers, shape (N,).
+        """
+        condition_numbers = np.zeros(len(jacobians))
+
+        for i, J in enumerate(jacobians):
+            try:
+                condition_numbers[i] = np.linalg.cond(J)
+            except np.linalg.LinAlgError:
+                # Singular matrix, use infinity as condition number
+                condition_numbers[i] = np.inf
+
+        return condition_numbers
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/metrics/reachability_metric.py b/embodichain/lab/sim/utility/workspace_analyzer/metrics/reachability_metric.py
new file mode 100644
index 00000000..4414d775
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/metrics/reachability_metric.py
@@ -0,0 +1,137 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from typing import Dict, Any
+import numpy as np
+from embodichain.lab.sim.utility.workspace_analyzer.metrics.base_metric import (
+    BaseMetric,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.configs.metric_config import (
+    ReachabilityConfig,
+)
+
+
+class ReachabilityMetric(BaseMetric):
+    """Reachability metric for workspace analysis.
+
+    Computes reachable workspace volume and coverage statistics.
+    """
+
+    def __init__(self, config: ReachabilityConfig | None = None):
+        """Initialize reachability metric.
+
+        Args:
+            config: Reachability configuration.
+        """
+        super().__init__(config or ReachabilityConfig())
+
+    def compute(
+        self,
+        workspace_points: np.ndarray,
+        joint_configurations: np.ndarray | None = None,
+        **kwargs,
+    ) -> Dict[str, Any]:
+        """Compute reachability metrics.
+
+        Args:
+            workspace_points: Workspace points in Cartesian space, shape (N, 3).
+            joint_configurations: Joint configurations, shape (N, num_joints).
+            **kwargs: Additional arguments.
+
+        Returns:
+            Dictionary containing:
+                - volume: Estimated reachable volume (m³)
+                - num_voxels: Number of occupied voxels
+                - coverage: Coverage percentage relative to bounding box
+                - bounding_box: Min and max bounds
+                - centroid: Center of workspace
+        """
+        points = self._to_numpy(workspace_points)
+
+        if len(points) == 0:
+            return {
+                "volume": 0.0,
+                "num_voxels": 0,
+                "coverage": 0.0,
+                "bounding_box": {"min": None, "max": None},
+                "centroid": None,
+            }
+
+        # Compute bounding box
+        min_bounds = points.min(axis=0)
+        max_bounds = points.max(axis=0)
+
+        # Compute centroid
+        centroid = points.mean(axis=0)
+
+        # Voxelize the workspace
+        voxel_size = self.config.voxel_size
+        voxel_grid = self._voxelize_points(points, voxel_size)
+
+        # Count occupied voxels
+        num_voxels = len(voxel_grid)
+
+        # Estimate volume
+        volume = num_voxels * (voxel_size**3)
+
+        # Compute coverage if requested
+        coverage = 0.0
+        if self.config.compute_coverage:
+            # Bounding box volume
+            bbox_volume = np.prod(max_bounds - min_bounds)
+            if bbox_volume > 0:
+                coverage = (volume / bbox_volume) * 100.0
+
+        self.results = {
+            "volume": float(volume),
+            "num_voxels": int(num_voxels),
+            "coverage": float(coverage),
+            "bounding_box": {
+                "min": min_bounds.tolist(),
+                "max": max_bounds.tolist(),
+            },
+            "centroid": centroid.tolist(),
+            "voxel_size": voxel_size,
+        }
+
+        return self.results
+
+    def _voxelize_points(
+        self, points: np.ndarray, voxel_size: float
+    ) -> Dict[tuple, int]:
+        """Convert points to voxel grid.
+
+        Args:
+            points: Point cloud, shape (N, 3).
+            voxel_size: Size of each voxel.
+
+        Returns:
+            Dictionary mapping voxel coordinates to point count.
+        """
+        # Convert points to voxel indices
+        voxel_indices = np.floor(points / voxel_size).astype(int)
+
+        # Count points in each voxel
+        voxel_grid = {}
+        for idx in voxel_indices:
+            key = tuple(idx)
+            voxel_grid[key] = voxel_grid.get(key, 0) + 1
+
+        # Filter by minimum points threshold
+        min_points = self.config.min_points_per_voxel
+        voxel_grid = {k: v for k, v in voxel_grid.items() if v >= min_points}
+
+        return voxel_grid
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/__init__.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/__init__.py
new file mode 100644
index 00000000..b9a81063
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/__init__.py
@@ -0,0 +1,64 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.base_sampler import (
+    BaseSampler,
+    ISampler,
+)
+
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.iniform_sampler import (
+    UniformSampler,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.random_sampler import (
+    RandomSampler,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.halton_sampler import (
+    HaltonSampler,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.sobol_sampler import (
+    SobolSampler,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.lhs_sampler import (
+    LatinHypercubeSampler,
+)
+
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.sampler_factory import (
+    SamplerFactory,
+    create_sampler,
+)
+
+# Note: Geometric constraints are temporarily disabled
+
+# Note: PlaneSampler is intentionally not included here as it's a high-level
+# specialized sampler, not a base sampler. Import it directly when needed:
+# from embodichain.lab.sim.utility.workspace_analyzer.samplers.plane_sampler import PlaneSampler
+
+__all__ = [
+    # Base samplers and interfaces
+    "BaseSampler",
+    "ISampler",
+    # Concrete base samplers
+    "UniformSampler",
+    "RandomSampler",
+    "HaltonSampler",
+    "SobolSampler",
+    "LatinHypercubeSampler",
+    # Note: Geometric constraints temporarily disabled
+    # Factory for creating base samplers
+    "SamplerFactory",
+    "create_sampler",
+    # Note: Constraint-based convenience functions temporarily disabled
+]
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/base_sampler.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/base_sampler.py
new file mode 100644
index 00000000..a489549d
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/base_sampler.py
@@ -0,0 +1,242 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+import torch
+from abc import ABC, abstractmethod
+from typing import Protocol, Union, TYPE_CHECKING
+
+from embodichain.utils import logger
+
+
+__all__ = [
+    "ISampler",
+    "BaseSampler",
+]
+
+
+class ISampler(Protocol):
+    """Interface for all samplers.
+
+    This protocol defines the contract that all samplers must follow.
+    """
+
+    def sample(
+        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+    ) -> torch.Tensor:
+        """Generate samples within the given bounds.
+
+        Args:
+            bounds: Tensor/Array of shape (n_dims, 2) containing [lower, upper] bounds for each dimension.
+            num_samples: Number of samples to generate.
+
+        Returns:
+            Tensor of shape (num_samples, n_dims) containing the sampled points.
+        """
+        ...
+
+    def get_strategy_name(self) -> str:
+        """Get the name of the sampling strategy.
+
+        Returns:
+            String identifier for the sampling strategy.
+        """
+        ...
+
+
+class BaseSampler(ABC):
+    """Abstract base class for all samplers.
+
+    This class provides common functionality and enforces the implementation
+    of the sampling method in all derived classes.
+
+    Attributes:
+        seed: Random seed for reproducibility.
+        rng: NumPy random number generator.
+        device: PyTorch device for tensor operations.
+    """
+
+    def __init__(
+        self,
+        seed: int = 42,
+        device: torch.device | None = None,
+    ):
+        """Initialize the base sampler.
+
+        Args:
+            seed: Random seed for reproducibility. Defaults to 42.
+            device: PyTorch device (cpu/cuda). Defaults to cpu.
+        """
+        self.seed = seed
+        self.rng = np.random.RandomState(seed)
+        self.device = device if device is not None else torch.device("cpu")
+
+        # Set torch seed
+        torch.manual_seed(seed)
+        if self.device.type == "cuda":
+            torch.cuda.manual_seed(seed)
+
+    def sample(
+        self, num_samples: int, bounds: torch.Tensor | np.ndarray | None = None
+    ) -> torch.Tensor:
+        """Generate samples within the given bounds.
+
+        Args:
+            num_samples: Number of samples to generate.
+            bounds: Tensor/Array of shape (n_dims, 2) containing [lower, upper] bounds for each dimension.
+
+        Returns:
+            Tensor of shape (num_samples, n_dims) containing the sampled points.
+
+        Raises:
+            ValueError: If bounds are not provided.
+            NotImplementedError: If the method is not implemented in the derived class.
+        """
+        if bounds is None:
+            raise ValueError("bounds parameter is required")
+        return self._sample_from_bounds(bounds, num_samples)
+
+    @abstractmethod
+    def _sample_from_bounds(
+        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+    ) -> torch.Tensor:
+        """Generate samples within the given bounds.
+
+        This method must be implemented by all derived classes.
+
+        Args:
+            bounds: Tensor/Array of shape (n_dims, 2) containing [lower, upper] bounds for each dimension.
+            num_samples: Number of samples to generate.
+
+        Returns:
+            Tensor of shape (num_samples, n_dims) containing the sampled points.
+
+        Raises:
+            NotImplementedError: If the method is not implemented in the derived class.
+        """
+        raise NotImplementedError(
+            "Subclasses must implement the _sample_from_bounds method"
+        )
+
+    @abstractmethod
+    def get_strategy_name(self) -> str:
+        """Get the name of the sampling strategy.
+
+        Returns:
+            String identifier for the sampling strategy.
+        """
+        raise NotImplementedError("Subclasses must implement get_strategy_name method")
+
+    def _to_tensor(self, data: Union[torch.Tensor, np.ndarray]) -> torch.Tensor:
+        """Convert data to torch.Tensor.
+
+        Args:
+            data: Input data (numpy array or torch tensor).
+
+        Returns:
+            PyTorch tensor on the configured device.
+        """
+        if isinstance(data, torch.Tensor):
+            return data.to(self.device)
+        return torch.tensor(data, dtype=torch.float32, device=self.device)
+
+    def _to_numpy(self, data: torch.Tensor) -> np.ndarray:
+        """Convert tensor to numpy array.
+
+        Args:
+            data: PyTorch tensor.
+
+        Returns:
+            NumPy array.
+        """
+        return data.detach().cpu().numpy()
+
+    def _validate_bounds(self, bounds: Union[torch.Tensor, np.ndarray]) -> torch.Tensor:
+        """Validate the bounds array and convert to tensor.
+
+        Args:
+            bounds: Tensor/Array of shape (n_dims, 2) containing [lower, upper] bounds.
+
+        Returns:
+            Validated bounds as torch.Tensor.
+
+        Raises:
+            ValueError: If bounds are invalid.
+        """
+        bounds_tensor = self._to_tensor(bounds)
+
+        if bounds_tensor.ndim != 2 or bounds_tensor.shape[1] != 2:
+            raise ValueError(
+                f"Bounds must have shape (n_dims, 2), got {bounds_tensor.shape}"
+            )
+
+        if torch.any(bounds_tensor[:, 0] >= bounds_tensor[:, 1]):
+            raise ValueError(
+                "Lower bounds must be strictly less than upper bounds. "
+                f"Got bounds: {bounds_tensor}"
+            )
+
+        return bounds_tensor
+
+    def _validate_samples(self, samples: torch.Tensor, bounds: torch.Tensor) -> None:
+        """Validate that samples are within bounds.
+
+        Args:
+            samples: Tensor of shape (num_samples, n_dims) containing sampled points.
+            bounds: Tensor of shape (n_dims, 2) containing [lower, upper] bounds.
+
+        Raises:
+            ValueError: If any sample is outside the bounds.
+        """
+        lower_bounds = bounds[:, 0]
+        upper_bounds = bounds[:, 1]
+
+        # Check if all samples are within bounds (with small tolerance for numerical errors)
+        tolerance = 1e-6
+        if torch.any(samples < lower_bounds - tolerance) or torch.any(
+            samples > upper_bounds + tolerance
+        ):
+            out_of_bounds = torch.logical_or(
+                samples < lower_bounds - tolerance, samples > upper_bounds + tolerance
+            )
+            num_violations = torch.sum(out_of_bounds).item()
+            logger.log_warning(
+                f"Found {num_violations} samples outside bounds. "
+                "This may be due to numerical precision issues."
+            )
+
+    def _scale_samples(
+        self, samples: torch.Tensor, bounds: torch.Tensor
+    ) -> torch.Tensor:
+        """Scale samples from [0, 1] to the given bounds.
+
+        This is a utility method for samplers that generate samples in [0, 1]^n
+        and then scale them to the desired bounds.
+
+        Args:
+            samples: Tensor of shape (num_samples, n_dims) with values in [0, 1].
+            bounds: Tensor of shape (n_dims, 2) containing [lower, upper] bounds.
+
+        Returns:
+            Scaled samples within the specified bounds.
+        """
+        lower_bounds = bounds[:, 0]
+        upper_bounds = bounds[:, 1]
+        return lower_bounds + samples * (upper_bounds - lower_bounds)
+
+    def __repr__(self) -> str:
+        """String representation of the sampler."""
+        return f"{self.__class__.__name__}(strategy={self.get_strategy_name()}, seed={self.seed})"
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/gaussian_sampler.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/gaussian_sampler.py
new file mode 100644
index 00000000..97501428
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/gaussian_sampler.py
@@ -0,0 +1,265 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+import torch
+from typing import Union
+
+from embodichain.lab.sim.utility.workspace_analyzer.configs.sampling_config import (
+    SamplingStrategy,
+)
+
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.base_sampler import (
+    BaseSampler,
+)
+
+__all__ = ["GaussianSampler"]
+
+
+class GaussianSampler(BaseSampler):
+    """Gaussian (Normal distribution) sampler.
+
+    This sampler generates samples from a multivariate Gaussian (normal) distribution,
+    which is useful for local workspace exploration around a specific point or for
+    generating samples with controlled spread.
+
+    Advantages:
+        - Natural for local exploration
+        - Concentrates samples near center
+        - Smooth density falloff
+        - Good for sensitivity analysis
+        - Matches many physical phenomena
+
+    Disadvantages:
+        - May not cover entire space well
+        - Can generate samples outside bounds (clipped)
+        - Not uniform - biased toward center
+        - Parameters require tuning
+
+    Attributes:
+        mean: Center point of the distribution (n_dims,). If None, uses bounds center.
+        std: Standard deviation(s). Can be scalar (isotropic) or per-dimension (n_dims,).
+        clip_to_bounds: Whether to clip samples to bounds. If False, rejects out-of-bounds.
+    """
+
+    def __init__(
+        self,
+        seed: int = 42,
+        device: torch.device | None = None,
+        mean: torch.Tensor | np.ndarray | None = None,
+        std: Union[float, torch.Tensor, np.ndarray] = 0.3,
+        clip_to_bounds: bool = True,
+    ):
+        """Initialize the Gaussian sampler.
+
+        Args:
+            seed: Random seed for reproducibility. Defaults to 42.
+            device: PyTorch device (cpu/cuda). Defaults to cpu.
+            mean: Mean of the distribution (center point). If None, uses midpoint of bounds.
+                 Can be Tensor or ndarray of shape (n_dims,).
+            std: Standard deviation(s). Defaults to 0.3.
+                - Scalar: Isotropic (same std for all dimensions)
+                - Tensor/array (n_dims,): Per-dimension std
+            clip_to_bounds: Whether to clip samples to bounds. Defaults to True.
+                           If False, regenerates out-of-bounds samples (slower but unbiased).
+
+        """
+        super().__init__(seed, device)
+        self.mean = self._to_tensor(mean) if mean is not None else None
+
+        if isinstance(std, (int, float)):
+            self.std = float(std)
+        else:
+            self.std = self._to_tensor(std)
+
+        self.clip_to_bounds = clip_to_bounds
+
+    def _sample_from_bounds(
+        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+    ) -> torch.Tensor:
+        """Generate Gaussian-distributed samples within the given bounds.
+
+        Args:
+            bounds: Tensor/Array of shape (n_dims, 2) containing [lower, upper] bounds.
+            num_samples: Number of samples to generate.
+
+        Returns:
+            Tensor of shape (num_samples, n_dims) containing the sampled points.
+
+        Raises:
+            ValueError: If bounds are invalid or num_samples is non-positive.
+
+        Examples:
+            >>> # Sample around center with std=0.2
+            >>> sampler = GaussianSampler(seed=42, std=0.2, clip_to_bounds=True)
+            >>> bounds = torch.tensor([[-1.0, 1.0], [-1.0, 1.0]], dtype=torch.float32)
+            >>> samples = sampler.sample(bounds, num_samples=100)
+            >>>
+            >>> # Sample around custom point
+            >>> mean = torch.tensor([0.5, 0.5], dtype=torch.float32)
+            >>> sampler = GaussianSampler(mean=mean, std=0.15)
+            >>> samples = sampler.sample(bounds, num_samples=100)
+        """
+        bounds = self._validate_bounds(bounds)
+
+        if num_samples <= 0:
+            raise ValueError(f"num_samples must be positive, got {num_samples}")
+
+        n_dims = bounds.shape[0]
+
+        # Determine mean (center of distribution)
+        if self.mean is None:
+            # Use center of bounds
+            mean = (bounds[:, 0] + bounds[:, 1]) / 2.0
+        else:
+            mean = self.mean
+            if mean.shape[0] != n_dims:
+                raise ValueError(
+                    f"Mean dimension ({mean.shape[0]}) doesn't match bounds ({n_dims})"
+                )
+
+        # Determine std
+        if isinstance(self.std, float):
+            std = torch.full((n_dims,), self.std, device=self.device)
+        else:
+            std = self.std
+            if std.shape[0] != n_dims:
+                raise ValueError(
+                    f"Std dimension ({std.shape[0]}) doesn't match bounds ({n_dims})"
+                )
+
+        if self.clip_to_bounds:
+            # Generate samples and clip
+            samples = self._generate_and_clip(mean, std, bounds, num_samples)
+        else:
+            # Rejection sampling to avoid clipping bias
+            samples = self._generate_with_rejection(mean, std, bounds, num_samples)
+
+        # Validate samples
+        self._validate_samples(samples, bounds)
+
+        return samples
+
+    def _generate_and_clip(
+        self,
+        mean: torch.Tensor,
+        std: torch.Tensor,
+        bounds: torch.Tensor,
+        num_samples: int,
+    ) -> torch.Tensor:
+        """Generate Gaussian samples and clip to bounds.
+
+        Args:
+            mean: Mean vector (n_dims,).
+            std: Standard deviation vector (n_dims,).
+            bounds: Bounds tensor (n_dims, 2).
+            num_samples: Number of samples to generate.
+
+        Returns:
+            Clipped samples (num_samples, n_dims).
+        """
+        # Generate Gaussian samples
+        samples = torch.randn(num_samples, mean.shape[0], device=self.device)
+        samples = mean + samples * std
+
+        # Clip to bounds
+        lower_bounds = bounds[:, 0]
+        upper_bounds = bounds[:, 1]
+        samples = torch.clamp(samples, lower_bounds, upper_bounds)
+
+        return samples
+
+    def _generate_with_rejection(
+        self,
+        mean: torch.Tensor,
+        std: torch.Tensor,
+        bounds: torch.Tensor,
+        num_samples: int,
+    ) -> torch.Tensor:
+        """Generate Gaussian samples with rejection sampling for out-of-bounds.
+
+        This avoids the bias introduced by clipping but is slower.
+
+        Args:
+            mean: Mean vector (n_dims,).
+            std: Standard deviation vector (n_dims,).
+            bounds: Bounds tensor (n_dims, 2).
+            num_samples: Number of samples to generate.
+
+        Returns:
+            Valid samples within bounds (num_samples, n_dims).
+        """
+        lower_bounds = bounds[:, 0]
+        upper_bounds = bounds[:, 1]
+
+        accepted_samples = []
+        max_iterations = 100
+        iteration = 0
+
+        while len(accepted_samples) < num_samples and iteration < max_iterations:
+            # Generate more samples than needed to reduce iterations
+            num_needed = num_samples - len(accepted_samples)
+            num_generate = max(num_needed * 2, 100)  # Generate 2x to reduce rejections
+
+            # Generate Gaussian samples
+            samples = torch.randn(num_generate, mean.shape[0], device=self.device)
+            samples = mean + samples * std
+
+            # Check which samples are within bounds
+            within_bounds = torch.all(
+                (samples >= lower_bounds) & (samples <= upper_bounds), dim=1
+            )
+
+            valid_samples = samples[within_bounds]
+            accepted_samples.append(valid_samples)
+
+            iteration += 1
+
+        if (
+            len(accepted_samples) == 0
+            or sum(s.shape[0] for s in accepted_samples) < num_samples
+        ):
+            raise RuntimeError(
+                f"Failed to generate {num_samples} samples within bounds after {max_iterations} iterations. "
+                "Consider using clip_to_bounds=True or adjusting mean/std parameters."
+            )
+
+        # Concatenate and trim to exact size
+        all_samples = torch.cat(accepted_samples, dim=0)
+        return all_samples[:num_samples]
+
+    def get_strategy_name(self) -> str:
+        """Get the name of the sampling strategy.
+
+        Returns:
+            String identifier for the sampling strategy.
+        """
+        return SamplingStrategy.GAUSSIAN.value
+
+    def __repr__(self) -> str:
+        """String representation of the sampler."""
+        mean_str = "auto" if self.mean is None else f"shape={self.mean.shape}"
+        std_str = (
+            f"{self.std}" if isinstance(self.std, float) else f"shape={self.std.shape}"
+        )
+        return (
+            f"{self.__class__.__name__}("
+            f"strategy={self.get_strategy_name()}, "
+            f"mean={mean_str}, "
+            f"std={std_str}, "
+            f"clip={self.clip_to_bounds}, "
+            f"seed={self.seed})"
+        )
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/halton_sampler.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/halton_sampler.py
new file mode 100644
index 00000000..94559f25
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/halton_sampler.py
@@ -0,0 +1,281 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+import torch
+from typing import List, Union, TYPE_CHECKING
+
+from embodichain.lab.sim.utility.workspace_analyzer.configs.sampling_config import (
+    SamplingStrategy,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.base_sampler import (
+    BaseSampler,
+)
+
+__all__ = ["HaltonSampler"]
+
+
+class HaltonSampler(BaseSampler):
+    """Halton sequence sampler using quasi-random low-discrepancy sequences.
+
+    The Halton sequence is a deterministic low-discrepancy sequence that provides
+    better coverage than random sampling. It uses coprime bases (primes) for each
+    dimension to generate well-distributed points.
+
+    Advantages:
+        - Better uniformity than random sampling
+        - Deterministic (reproducible)
+        - Fast convergence for Monte Carlo integration
+        - Works well in low to medium dimensions (2-10)
+
+    Disadvantages:
+        - Performance degrades in high dimensions (>10)
+        - Correlation between dimensions can appear
+        - Sequential generation (not easily parallelizable)
+
+    Attributes:
+        bases: Prime bases for each dimension. If None, uses first n primes.
+        skip: Number of initial samples to skip (helps reduce correlation).
+    """
+
+    # First 100 prime numbers for Halton bases
+    _PRIMES = [
+        2,
+        3,
+        5,
+        7,
+        11,
+        13,
+        17,
+        19,
+        23,
+        29,
+        31,
+        37,
+        41,
+        43,
+        47,
+        53,
+        59,
+        61,
+        67,
+        71,
+        73,
+        79,
+        83,
+        89,
+        97,
+        101,
+        103,
+        107,
+        109,
+        113,
+        127,
+        131,
+        137,
+        139,
+        149,
+        151,
+        157,
+        163,
+        167,
+        173,
+        179,
+        181,
+        191,
+        193,
+        197,
+        199,
+        211,
+        223,
+        227,
+        229,
+        233,
+        239,
+        241,
+        251,
+        257,
+        263,
+        269,
+        271,
+        277,
+        281,
+        283,
+        293,
+        307,
+        311,
+        313,
+        317,
+        331,
+        337,
+        347,
+        349,
+        353,
+        359,
+        367,
+        373,
+        379,
+        383,
+        389,
+        397,
+        401,
+        409,
+        419,
+        421,
+        431,
+        433,
+        439,
+        443,
+        449,
+        457,
+        461,
+        463,
+        467,
+        479,
+        487,
+        491,
+        499,
+        503,
+        509,
+        521,
+        523,
+        541,
+    ]
+
+    def __init__(
+        self,
+        seed: int = 42,
+        device: torch.device | None = None,
+        bases: List[int] | None = None,
+        skip: int = 0,
+    ):
+        """Initialize the Halton sampler.
+
+        Args:
+            seed: Random seed (used for consistency, but Halton is deterministic).
+            device: PyTorch device (cpu/cuda). Defaults to cpu.
+            bases: List of prime bases for each dimension. If None, uses first n primes.
+            skip: Number of initial samples to skip. Defaults to 0.
+                  Higher values (e.g., 100-1000) can improve distribution quality.
+
+        """
+        super().__init__(seed, device)
+        self.bases = bases
+        self.skip = skip
+
+    def sample(
+        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+    ) -> torch.Tensor:
+        """Generate Halton sequence samples within the given bounds.
+
+        Args:
+            bounds: Tensor/Array of shape (n_dims, 2) containing [lower, upper] bounds.
+            num_samples: Number of samples to generate.
+
+        Returns:
+            Tensor of shape (num_samples, n_dims) containing the sampled points.
+
+        Raises:
+            ValueError: If bounds are invalid or num_samples is non-positive.
+
+        Examples:
+            >>> sampler = HaltonSampler(skip=100)
+            >>> bounds = torch.tensor([[-1.0, 1.0], [-1.0, 1.0]], dtype=torch.float32)
+            >>> samples = sampler.sample(bounds, num_samples=100)
+            >>> samples.shape
+            torch.Size([100, 2])
+        """
+        bounds = self._validate_bounds(bounds)
+
+        if num_samples <= 0:
+            raise ValueError(f"num_samples must be positive, got {num_samples}")
+
+        n_dims = bounds.shape[0]
+
+        # Get bases for each dimension
+        if self.bases is None:
+            if n_dims > len(self._PRIMES):
+                raise ValueError(
+                    f"Number of dimensions ({n_dims}) exceeds available primes ({len(self._PRIMES)}). "
+                    "Please provide custom bases."
+                )
+            bases = self._PRIMES[:n_dims]
+        else:
+            if len(self.bases) < n_dims:
+                raise ValueError(
+                    f"Number of bases ({len(self.bases)}) is less than dimensions ({n_dims})"
+                )
+            bases = self.bases[:n_dims]
+
+        # Generate Halton sequence
+        samples_unit = np.zeros((num_samples, n_dims), dtype=np.float32)
+
+        for dim in range(n_dims):
+            base = bases[dim]
+            for i in range(num_samples):
+                index = i + self.skip + 1  # Start from 1, apply skip
+                samples_unit[i, dim] = self._halton_number(index, base)
+
+        # Convert to tensor and scale to bounds
+        samples_unit_tensor = self._to_tensor(samples_unit)
+        samples = self._scale_samples(samples_unit_tensor, bounds)
+
+        # Validate samples
+        self._validate_samples(samples, bounds)
+
+        return samples
+
+    @staticmethod
+    def _halton_number(index: int, base: int) -> float:
+        """Compute a single Halton number.
+
+        The Halton sequence is generated by reversing the base-n representation
+        of the index.
+
+        Args:
+            index: Sequence index (starting from 1).
+            base: Prime base for this dimension.
+
+        Returns:
+            Halton number in [0, 1].
+        """
+        result = 0.0
+        f = 1.0 / base
+        i = index
+
+        while i > 0:
+            result += f * (i % base)
+            i //= base
+            f /= base
+
+        return result
+
+    def get_strategy_name(self) -> str:
+        """Get the name of the sampling strategy.
+
+        Returns:
+            String identifier for the sampling strategy.
+        """
+        return SamplingStrategy.HALTON.value
+
+    def __repr__(self) -> str:
+        """String representation of the sampler."""
+        return (
+            f"{self.__class__.__name__}("
+            f"strategy={self.get_strategy_name()}, "
+            f"skip={self.skip}, "
+            f"seed={self.seed})"
+        )
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/importance_sampler.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/importance_sampler.py
new file mode 100644
index 00000000..ee7ec249
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/importance_sampler.py
@@ -0,0 +1,274 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+import torch
+from typing import Callable, Union, TYPE_CHECKING
+
+from embodichain.lab.sim.utility.workspace_analyzer.configs.sampling_config import (
+    SamplingStrategy,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.base_sampler import (
+    BaseSampler,
+)
+
+from embodichain.utils import logger
+
+__all__ = ["ImportanceSampler"]
+
+
+class ImportanceSampler(BaseSampler):
+    """Importance sampler using weighted distribution.
+
+    Importance sampling generates samples according to a user-defined importance
+    (weight) function, concentrating samples in regions of interest. This is
+    particularly useful for workspace analysis where certain regions (e.g., task space,
+    reachable space) are more important than others.
+
+    Advantages:
+        - Focuses samples on important regions
+        - More efficient for targeted analysis
+        - Reduces variance in Monte Carlo estimation
+        - Flexible - user defines importance function
+
+    Disadvantages:
+        - Requires domain knowledge for weight function
+        - May miss unexpected important regions
+        - Can be computationally expensive if weight function is complex
+        - Quality depends heavily on weight function design
+
+    Attributes:
+        weight_fn: Callable that takes positions (N, n_dims) and returns weights (N,).
+                   Higher weights = higher probability of sampling.
+        num_candidates: Number of candidate samples to generate for rejection sampling.
+                       Higher values = better approximation but slower.
+        method: Sampling method ('rejection' or 'transform').
+    """
+
+    def __init__(
+        self,
+        weight_fn: Callable[[torch.Tensor], torch.Tensor],
+        seed: int = 42,
+        device: torch.device | None = None,
+        num_candidates: int = 10,
+        method: str = "rejection",
+    ):
+        """Initialize the importance sampler.
+
+        Args:
+            weight_fn: Function that computes importance weights for positions.
+                      Signature: weight_fn(positions: Tensor[N, n_dims]) -> Tensor[N]
+                      Returns non-negative weights (higher = more important).
+            seed: Random seed for reproducibility. Defaults to 42.
+            device: PyTorch device (cpu/cuda). Defaults to cpu.
+            num_candidates: Number of candidates per desired sample. Defaults to 10.
+                          Higher values improve quality but increase computation.
+            method: Sampling method. Defaults to 'rejection'.
+                   'rejection': Rejection sampling (simple, unbiased)
+                   'transform': Inverse transform sampling (requires normalized weights)
+            constraint: Optional geometric constraint for sampling (e.g., SphereConstraint).
+        """
+        super().__init__(seed, device)
+        self.weight_fn = weight_fn
+        self.num_candidates = num_candidates
+        self.method = method
+
+        if method not in ["rejection", "transform"]:
+            raise ValueError(
+                f"Invalid method '{method}'. Use 'rejection' or 'transform'."
+            )
+
+    def sample(
+        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+    ) -> torch.Tensor:
+        """Generate importance-weighted samples within the given bounds.
+
+        Args:
+            bounds: Tensor/Array of shape (n_dims, 2) containing [lower, upper] bounds.
+            num_samples: Number of samples to generate.
+
+        Returns:
+            Tensor of shape (num_samples, n_dims) containing the sampled points.
+
+        Raises:
+            ValueError: If bounds are invalid or num_samples is non-positive.
+
+        Examples:
+            >>> # Define weight function (favor center)
+            >>> def center_weight(positions):
+            ...     distances = torch.sqrt(torch.sum(positions**2, dim=1))
+            ...     return torch.exp(-distances)  # Higher weight near origin
+            >>>
+            >>> sampler = ImportanceSampler(weight_fn=center_weight, num_candidates=20)
+            >>> bounds = torch.tensor([[-1.0, 1.0], [-1.0, 1.0]], dtype=torch.float32)
+            >>> samples = sampler.sample(bounds, num_samples=100)
+        """
+        bounds = self._validate_bounds(bounds)
+
+        if num_samples <= 0:
+            raise ValueError(f"num_samples must be positive, got {num_samples}")
+
+        if self.method == "rejection":
+            samples = self._rejection_sampling(bounds, num_samples)
+        else:  # transform
+            samples = self._transform_sampling(bounds, num_samples)
+
+        # Validate samples
+        self._validate_samples(samples, bounds)
+
+        return samples
+
+    def _rejection_sampling(
+        self, bounds: torch.Tensor, num_samples: int
+    ) -> torch.Tensor:
+        """Rejection sampling using importance weights.
+
+        Algorithm:
+        1. Generate candidate samples uniformly
+        2. Compute importance weights for all candidates
+        3. Accept/reject based on weights
+        4. Repeat until enough samples
+
+        Args:
+            bounds: Tensor of shape (n_dims, 2) containing [lower, upper] bounds.
+            num_samples: Number of samples to generate.
+
+        Returns:
+            Tensor of shape (num_samples, n_dims) containing accepted samples.
+        """
+        n_dims = bounds.shape[0]
+        accepted_samples = []
+
+        while len(accepted_samples) < num_samples:
+            # Generate candidate samples
+            num_needed = num_samples - len(accepted_samples)
+            num_candidates_batch = max(num_needed * self.num_candidates, 100)
+
+            candidates = torch.rand(num_candidates_batch, n_dims, device=self.device)
+            candidates = self._scale_samples(candidates, bounds)
+
+            # Compute weights
+            weights = self.weight_fn(candidates)
+
+            if torch.any(weights < 0):
+                logger.log_warning(
+                    "Weight function returned negative values. Using absolute values."
+                )
+                weights = torch.abs(weights)
+
+            # Normalize weights to [0, 1] for rejection
+            if weights.max() > 0:
+                weights_normalized = weights / weights.max()
+            else:
+                logger.log_warning(
+                    "All weights are zero. Falling back to uniform sampling."
+                )
+                weights_normalized = torch.ones_like(weights)
+
+            # Rejection sampling
+            accept_probs = torch.rand(num_candidates_batch, device=self.device)
+            accepted_mask = accept_probs < weights_normalized
+
+            accepted_batch = candidates[accepted_mask]
+            accepted_samples.append(accepted_batch)
+
+            # Safety check to avoid infinite loop
+            if (
+                len(accepted_samples) > 1000
+                and sum(s.shape[0] for s in accepted_samples) < num_samples * 0.1
+            ):
+                logger.log_warning(
+                    "Rejection sampling is very inefficient. Consider adjusting weight function "
+                    "or increasing num_candidates."
+                )
+
+        # Concatenate and trim to exact size
+        all_samples = torch.cat(accepted_samples, dim=0)
+        return all_samples[:num_samples]
+
+    def _transform_sampling(
+        self, bounds: torch.Tensor, num_samples: int
+    ) -> torch.Tensor:
+        """Inverse transform sampling using importance weights.
+
+        This method generates candidates and then selects based on cumulative weights.
+        More stable than rejection sampling but requires more memory.
+
+        Args:
+            bounds: Tensor of shape (n_dims, 2) containing [lower, upper] bounds.
+            num_samples: Number of samples to generate.
+
+        Returns:
+            Tensor of shape (num_samples, n_dims) containing sampled points.
+        """
+        n_dims = bounds.shape[0]
+
+        # Generate candidate samples
+        num_candidates_total = num_samples * self.num_candidates
+        candidates = torch.rand(num_candidates_total, n_dims, device=self.device)
+        candidates = self._scale_samples(candidates, bounds)
+
+        # Compute weights
+        weights = self.weight_fn(candidates)
+
+        if torch.any(weights < 0):
+            logger.log_warning(
+                "Weight function returned negative values. Using absolute values."
+            )
+            weights = torch.abs(weights)
+
+        # Normalize to probability distribution
+        if weights.sum() > 0:
+            probabilities = weights / weights.sum()
+        else:
+            logger.log_warning(
+                "All weights are zero. Falling back to uniform sampling."
+            )
+            probabilities = (
+                torch.ones(num_candidates_total, device=self.device)
+                / num_candidates_total
+            )
+
+        # Sample indices according to probabilities
+        try:
+            indices = torch.multinomial(probabilities, num_samples, replacement=False)
+        except RuntimeError:
+            # If probabilities are problematic, add small epsilon
+            probabilities = probabilities + 1e-10
+            probabilities = probabilities / probabilities.sum()
+            indices = torch.multinomial(probabilities, num_samples, replacement=False)
+
+        selected_samples = candidates[indices]
+
+        return selected_samples
+
+    def get_strategy_name(self) -> str:
+        """Get the name of the sampling strategy.
+
+        Returns:
+            String identifier for the sampling strategy.
+        """
+        return SamplingStrategy.IMPORTANCE.value
+
+    def __repr__(self) -> str:
+        """String representation of the sampler."""
+        return (
+            f"{self.__class__.__name__}("
+            f"strategy={self.get_strategy_name()}, "
+            f"method={self.method}, "
+            f"num_candidates={self.num_candidates}, "
+            f"seed={self.seed})"
+        )
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/iniform_sampler.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/iniform_sampler.py
new file mode 100644
index 00000000..228d4d61
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/iniform_sampler.py
@@ -0,0 +1,169 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+import torch
+from typing import Union, TYPE_CHECKING
+
+from embodichain.lab.sim.utility.workspace_analyzer.configs.sampling_config import (
+    SamplingStrategy,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.base_sampler import (
+    BaseSampler,
+)
+
+
+from embodichain.utils import logger
+
+# Note: Geometric constraint imports temporarily disabled
+
+__all__ = ["UniformSampler"]
+
+
+class UniformSampler(BaseSampler):
+    """Uniform grid sampler.
+
+    This sampler generates samples on a regular grid within the specified bounds.
+    It ensures even coverage of the entire space, but suffers from the curse of
+    dimensionality - the number of samples grows exponentially with the number
+    of dimensions.
+
+    Note: Geometric constraint sampling is temporarily disabled.
+
+    Attributes:
+        samples_per_dim: Number of samples to generate per dimension. When specified,
+            this controls the grid density and takes precedence over num_samples.
+            Total grid points = samples_per_dim^n_dims.
+    """
+
+    def __init__(
+        self,
+        seed: int = 42,
+        samples_per_dim: int | None = None,
+        device: torch.device | None = None,
+    ):
+        """Initialize the uniform sampler.
+
+        Args:
+            seed: Random seed for reproducibility. Defaults to 42.
+            samples_per_dim: Fixed number of samples per dimension. If None,
+                will be calculated automatically from num_samples. Defaults to None.
+            device: PyTorch device for tensor operations.
+        """
+        super().__init__(seed, device)
+        self.samples_per_dim = samples_per_dim
+
+    def _sample_from_bounds(
+        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+    ) -> torch.Tensor:
+        """Generate uniform grid samples within the given bounds.
+
+        Args:
+            bounds: Tensor/Array of shape (n_dims, 2) containing [lower, upper] bounds for each dimension.
+            num_samples: Total number of samples to generate. This is used to calculate
+                samples_per_dim if not explicitly provided during initialization.
+                Note: The actual number of samples may differ slightly from this value
+                to maintain a uniform grid.
+
+        Returns:
+            Tensor of shape (actual_num_samples, n_dims) containing the sampled points.
+            The actual number of samples will be samples_per_dim^n_dims.
+
+        Raises:
+            ValueError: If bounds are invalid.
+
+        Examples:
+            >>> sampler = UniformSampler(samples_per_dim=3)
+            >>> bounds = torch.tensor([[-1, 1], [-1, 1]], dtype=torch.float32)
+            >>> samples = sampler.sample(bounds, num_samples=10)
+            >>> samples.shape
+            torch.Size([9, 2])  # 3^2 = 9 samples
+        """
+        bounds = self._validate_bounds(bounds)
+
+        n_dims = bounds.shape[0]
+
+        # Calculate samples per dimension if not provided
+        if self.samples_per_dim is None:
+            # Compute samples_per_dim to approximate the desired num_samples
+            samples_per_dim = max(2, int(np.ceil(num_samples ** (1.0 / n_dims))))
+        else:
+            samples_per_dim = self.samples_per_dim
+
+        actual_num_samples = samples_per_dim**n_dims
+
+        if actual_num_samples != num_samples and self.samples_per_dim is None:
+            logger.log_info(
+                f"Uniform grid: requested {num_samples} samples, "
+                f"generating {actual_num_samples} samples "
+                f"({samples_per_dim}^{n_dims}) for uniform coverage."
+            )
+
+        # Create uniform grid for each dimension
+        samples = self._create_grid(bounds, samples_per_dim)
+
+        # Validate samples
+        self._validate_samples(samples, bounds)
+
+        return samples
+
+    def _create_grid(self, bounds: torch.Tensor, samples_per_dim: int) -> torch.Tensor:
+        """Create a uniform grid of samples.
+
+        Args:
+            bounds: Tensor of shape (n_dims, 2) containing [lower, upper] bounds.
+            samples_per_dim: Number of samples per dimension.
+
+        Returns:
+            Tensor of shape (samples_per_dim^n_dims, n_dims) containing grid points.
+        """
+        n_dims = bounds.shape[0]
+
+        # Create linspace for each dimension
+        grids = []
+        for i in range(n_dims):
+            grid = torch.linspace(
+                bounds[i, 0].item(),
+                bounds[i, 1].item(),
+                samples_per_dim,
+                device=self.device,
+            )
+            grids.append(grid)
+
+        # Create meshgrid and flatten
+        mesh = torch.meshgrid(*grids, indexing="ij")
+        samples = torch.stack([m.flatten() for m in mesh], dim=-1)
+
+        return samples
+
+    # Note: Constraint-based sampling methods temporarily disabled
+
+    def get_strategy_name(self) -> str:
+        """Get the name of the sampling strategy.
+
+        Returns:
+            String identifier for the sampling strategy.
+        """
+        return SamplingStrategy.UNIFORM.value
+
+    def __repr__(self) -> str:
+        """String representation of the sampler."""
+        return (
+            f"{self.__class__.__name__}("
+            f"strategy={self.get_strategy_name()}, "
+            f"samples_per_dim={self.samples_per_dim}, "
+            f"seed={self.seed})"
+        )
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/lhs_sampler.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/lhs_sampler.py
new file mode 100644
index 00000000..89175b0d
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/lhs_sampler.py
@@ -0,0 +1,226 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+import torch
+from typing import Union
+
+try:
+    from scipy.stats import qmc
+
+    SCIPY_AVAILABLE = True
+except ImportError:
+    SCIPY_AVAILABLE = False
+
+__all__ = ["LatinHypercubeSampler"]
+
+from embodichain.lab.sim.utility.workspace_analyzer.configs.sampling_config import (
+    SamplingStrategy,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.base_sampler import (
+    BaseSampler,
+)
+
+from embodichain.utils import logger
+
+
+class LatinHypercubeSampler(BaseSampler):
+    """Latin Hypercube Sampler (LHS) for stratified sampling.
+
+    Latin Hypercube Sampling ensures that each dimension is divided into
+    equally probable intervals, with exactly one sample in each interval.
+    This provides better coverage with fewer samples compared to random sampling.
+
+    Advantages:
+        - Excellent coverage with small sample sizes
+        - Each dimension is uniformly sampled
+        - No sample clustering in any dimension
+        - Works well in high dimensions
+        - Popular in experimental design and sensitivity analysis
+
+    Disadvantages:
+        - Samples may align in projections (can be mitigated with optimization)
+        - Not deterministic across different sample sizes
+        - May have correlation between dimensions (unless optimized)
+
+    Attributes:
+        strength: Strength of the LHS (1 or 2). Higher strength reduces correlation.
+        optimization: Optimization method ('random-cd', 'lloyd', None).
+                     'random-cd': Random coordinate descent (fast, good quality)
+                     'lloyd': Lloyd's algorithm (slower, better quality)
+                     None: No optimization (fastest, may have correlation)
+    """
+
+    def __init__(
+        self,
+        seed: int = 42,
+        device: torch.device | None = None,
+        strength: int = 1,
+        optimization: str | None = "random-cd",
+    ):
+        """Initialize the Latin Hypercube sampler.
+
+        Args:
+            seed: Random seed for reproducibility. Defaults to 42.
+            device: PyTorch device (cpu/cuda). Defaults to cpu.
+            strength: Strength of the LHS (1 or 2). Defaults to 1.
+                     Strength 1: Standard LHS
+                     Strength 2: Improved spacing (requires more samples)
+            optimization: Optimization method to reduce correlation.
+                         'random-cd': Fast, good quality (recommended)
+                         'lloyd': Better quality, slower
+                         None: No optimization (fastest)
+                         Defaults to 'random-cd'.
+            constraint: Optional geometric constraint for sampling (e.g., SphereConstraint).
+        """
+        super().__init__(seed, device)
+        self.strength = strength
+        self.optimization = optimization
+
+        if not SCIPY_AVAILABLE and optimization is not None:
+            logger.log_warning(
+                "scipy is not available. LHS optimization will be disabled. "
+                "Install scipy for optimized sampling: pip install scipy"
+            )
+            self.optimization = None
+
+    def sample(
+        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+    ) -> torch.Tensor:
+        """Generate Latin Hypercube samples within the given bounds.
+
+        Args:
+            bounds: Tensor/Array of shape (n_dims, 2) containing [lower, upper] bounds.
+            num_samples: Number of samples to generate.
+
+        Returns:
+            Tensor of shape (num_samples, n_dims) containing the sampled points.
+
+        Raises:
+            ValueError: If bounds are invalid or num_samples is non-positive.
+
+        Examples:
+            >>> sampler = LatinHypercubeSampler(seed=42, optimization='random-cd')
+            >>> bounds = torch.tensor([[-1.0, 1.0], [-1.0, 1.0]], dtype=torch.float32)
+            >>> samples = sampler.sample(bounds, num_samples=50)
+            >>> samples.shape
+            torch.Size([50, 2])
+        """
+        bounds = self._validate_bounds(bounds)
+
+        if num_samples <= 0:
+            raise ValueError(f"num_samples must be positive, got {num_samples}")
+
+        n_dims = bounds.shape[0]
+
+        # Check strength constraints
+        if self.strength == 2:
+            min_samples = n_dims + 1
+            if num_samples < min_samples:
+                logger.log_warning(
+                    f"Strength 2 LHS requires at least {min_samples} samples for {n_dims} dimensions. "
+                    f"Got {num_samples}. Falling back to strength 1."
+                )
+                strength = 1
+            else:
+                strength = self.strength
+        else:
+            strength = self.strength
+
+        # Generate Latin Hypercube samples
+        if SCIPY_AVAILABLE and self.optimization is not None:
+            samples_unit = self._generate_lhs_scipy(n_dims, num_samples, strength)
+        else:
+            samples_unit = self._generate_lhs_basic(n_dims, num_samples)
+
+        # Convert to tensor and scale to bounds
+        samples_unit_tensor = self._to_tensor(samples_unit)
+        samples = self._scale_samples(samples_unit_tensor, bounds)
+
+        # Validate samples
+        self._validate_samples(samples, bounds)
+
+        return samples
+
+    def _generate_lhs_scipy(
+        self, n_dims: int, num_samples: int, strength: int
+    ) -> np.ndarray:
+        """Generate optimized LHS using scipy.
+
+        Args:
+            n_dims: Number of dimensions.
+            num_samples: Number of samples to generate.
+            strength: Strength of the LHS (1 or 2).
+
+        Returns:
+            Array of shape (num_samples, n_dims) with values in [0, 1].
+        """
+        # Create LHS engine
+        lhs_engine = qmc.LatinHypercube(
+            d=n_dims, strength=strength, optimization=self.optimization, seed=self.seed
+        )
+
+        # Generate samples
+        samples = lhs_engine.random(n=num_samples)
+
+        return samples.astype(np.float32)
+
+    def _generate_lhs_basic(self, n_dims: int, num_samples: int) -> np.ndarray:
+        """Generate basic LHS without optimization.
+
+        This is a simple implementation that doesn't optimize for correlation
+        but still provides the stratification property of LHS.
+
+        Args:
+            n_dims: Number of dimensions.
+            num_samples: Number of samples to generate.
+
+        Returns:
+            Array of shape (num_samples, n_dims) with values in [0, 1].
+        """
+        samples = np.zeros((num_samples, n_dims), dtype=np.float32)
+
+        for dim in range(n_dims):
+            # Divide [0, 1] into num_samples equally-sized intervals
+            intervals = np.arange(num_samples, dtype=np.float32) / num_samples
+
+            # Sample uniformly within each interval
+            samples[:, dim] = (
+                intervals + self.rng.rand(num_samples).astype(np.float32) / num_samples
+            )
+
+            # Randomly permute to decorrelate dimensions
+            self.rng.shuffle(samples[:, dim])
+
+        return samples
+
+    def get_strategy_name(self) -> str:
+        """Get the name of the sampling strategy.
+
+        Returns:
+            String identifier for the sampling strategy.
+        """
+        return SamplingStrategy.LATIN_HYPERCUBE.value
+
+    def __repr__(self) -> str:
+        """String representation of the sampler."""
+        return (
+            f"{self.__class__.__name__}("
+            f"strategy={self.get_strategy_name()}, "
+            f"strength={self.strength}, "
+            f"optimization={self.optimization}, "
+            f"seed={self.seed})"
+        )
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/random_sampler.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/random_sampler.py
new file mode 100644
index 00000000..94122de1
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/random_sampler.py
@@ -0,0 +1,112 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+import torch
+from typing import Union, TYPE_CHECKING
+
+from embodichain.lab.sim.utility.workspace_analyzer.configs.sampling_config import (
+    SamplingStrategy,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.base_sampler import (
+    BaseSampler,
+)
+
+__all__ = ["RandomSampler"]
+
+
+class RandomSampler(BaseSampler):
+    """Random sampler using uniform distribution.
+
+    This sampler generates samples uniformly at random within the specified bounds.
+    It's simple and fast, but doesn't guarantee uniform coverage. Samples may
+    cluster in some regions while leaving other regions sparse.
+
+    Advantages:
+        - Fast and simple
+        - No assumptions about the space
+        - Works well for any number of dimensions
+
+    Disadvantages:
+        - Uneven coverage (clusters and gaps)
+        - Slower convergence than quasi-random methods
+        - May miss important regions
+    """
+
+    def __init__(
+        self,
+        seed: int = 42,
+        device: torch.device | None = None,
+    ):
+        """Initialize the random sampler.
+
+        Args:
+            seed: Random seed for reproducibility. Defaults to 42.
+            device: PyTorch device for tensor operations.
+        """
+        super().__init__(seed, device)
+
+    def _sample_from_bounds(
+        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+    ) -> torch.Tensor:
+        """Generate random samples within the given bounds.
+
+        Samples are drawn from a uniform distribution within each dimension's bounds.
+
+        Args:
+            bounds: Tensor/Array of shape (n_dims, 2) containing [lower, upper] bounds for each dimension.
+            num_samples: Number of samples to generate.
+
+        Returns:
+            Tensor of shape (num_samples, n_dims) containing the sampled points.
+
+        Raises:
+            ValueError: If bounds are invalid or num_samples is non-positive.
+
+        Examples:
+            >>> sampler = RandomSampler(seed=42)
+            >>> bounds = torch.tensor([[-1, 1], [-1, 1]], dtype=torch.float32)
+            >>> samples = sampler.sample(bounds, num_samples=100)
+            >>> samples.shape
+            torch.Size([100, 2])
+            >>> torch.all(samples >= -1) and torch.all(samples <= 1)
+            True
+        """
+        bounds = self._validate_bounds(bounds)
+
+        if num_samples <= 0:
+            raise ValueError(f"num_samples must be positive, got {num_samples}")
+
+        n_dims = bounds.shape[0]
+
+        # Generate random samples in [0, 1]^n_dims using torch
+        samples_unit = torch.rand(num_samples, n_dims, device=self.device)
+
+        # Scale to the actual bounds
+        samples = self._scale_samples(samples_unit, bounds)
+
+        # Validate samples
+        self._validate_samples(samples, bounds)
+
+        return samples
+
+    def get_strategy_name(self) -> str:
+        """Get the name of the sampling strategy.
+
+        Returns:
+            String identifier for the sampling strategy.
+        """
+        return SamplingStrategy.RANDOM.value
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/sampler_factory.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/sampler_factory.py
new file mode 100644
index 00000000..50001d4b
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/sampler_factory.py
@@ -0,0 +1,276 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+from typing import Dict, Type, Any, Union
+from threading import Lock
+
+import torch
+import numpy as np
+
+from embodichain.lab.sim.utility.workspace_analyzer.configs.sampling_config import (
+    SamplingStrategy,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.base_sampler import (
+    BaseSampler,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.iniform_sampler import (
+    UniformSampler,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.random_sampler import (
+    RandomSampler,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.halton_sampler import (
+    HaltonSampler,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.sobol_sampler import (
+    SobolSampler,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.lhs_sampler import (
+    LatinHypercubeSampler,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.importance_sampler import (
+    ImportanceSampler,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.gaussian_sampler import (
+    GaussianSampler,
+)
+
+# Note: Constraint imports temporarily disabled
+
+from embodichain.utils import logger
+
+
+class SamplerFactory:
+    """Factory class for creating samplers (Singleton pattern).
+
+    This factory allows registration and creation of samplers based on
+    the sampling strategy. It uses the singleton pattern to ensure only
+    one instance exists throughout the application.
+
+    The factory comes pre-registered with built-in samplers:
+        - UNIFORM: UniformSampler
+        - RANDOM: RandomSampler
+
+    Additional samplers can be registered using register_sampler().
+
+    Examples:
+        >>> factory = SamplerFactory()
+        >>> sampler = factory.create_sampler(SamplingStrategy.UNIFORM, seed=42)
+        >>> isinstance(sampler, UniformSampler)
+        True
+
+        >>> # Register custom sampler
+        >>> factory.register_sampler("custom", CustomSampler)
+        >>> custom_sampler = factory.create_sampler("custom", seed=42)
+    """
+
+    _instance: SamplerFactory | None = None
+    _lock: Lock = Lock()
+
+    def __new__(cls):
+        """Create or return the singleton instance.
+
+        Returns:
+            The singleton SamplerFactory instance.
+        """
+        if cls._instance is None:
+            with cls._lock:
+                # Double-checked locking
+                if cls._instance is None:
+                    cls._instance = super(SamplerFactory, cls).__new__(cls)
+                    cls._instance._initialized = False
+        return cls._instance
+
+    def __init__(self):
+        """Initialize the factory with built-in samplers.
+
+        This method only runs once due to the singleton pattern.
+        """
+        # Prevent re-initialization
+        if self._initialized:
+            return
+
+        self._samplers: Dict[str, Type[BaseSampler]] = {}
+        self._register_builtin_samplers()
+        self._initialized = True
+
+    def _register_builtin_samplers(self) -> None:
+        """Register the built-in samplers."""
+        self._samplers[SamplingStrategy.UNIFORM.value] = UniformSampler
+        self._samplers[SamplingStrategy.RANDOM.value] = RandomSampler
+        self._samplers[SamplingStrategy.HALTON.value] = HaltonSampler
+        self._samplers[SamplingStrategy.SOBOL.value] = SobolSampler
+        self._samplers[SamplingStrategy.LATIN_HYPERCUBE.value] = LatinHypercubeSampler
+        self._samplers[SamplingStrategy.IMPORTANCE.value] = ImportanceSampler
+        self._samplers[SamplingStrategy.GAUSSIAN.value] = GaussianSampler
+        self._samplers[SamplingStrategy.SPHERE.value] = UniformSampler
+
+        logger.log_debug(f"Registered built-in samplers: {list(self._samplers.keys())}")
+
+    def register_sampler(self, name: str, sampler_class: Type[BaseSampler]) -> None:
+        """Register a new sampler class.
+
+        Args:
+            name: String identifier for the sampler strategy.
+            sampler_class: The sampler class to register. Must inherit from BaseSampler.
+
+        Raises:
+            TypeError: If sampler_class is not a subclass of BaseSampler.
+            ValueError: If name already exists and overwrite=False.
+
+        Examples:
+            >>> factory = SamplerFactory()
+            >>> factory.register_sampler("my_sampler", MySamplerClass)
+        """
+        if not issubclass(sampler_class, BaseSampler):
+            raise TypeError(
+                f"sampler_class must be a subclass of BaseSampler, "
+                f"got {sampler_class}"
+            )
+
+        if name in self._samplers:
+            logger.log_warning(
+                f"Sampler '{name}' already registered. Overwriting with {sampler_class.__name__}."
+            )
+
+        self._samplers[name] = sampler_class
+        logger.log_info(f"Registered sampler '{name}': {sampler_class.__name__}")
+
+    def create_sampler(
+        self, strategy: SamplingStrategy | str | None = None, **kwargs: Any
+    ) -> BaseSampler:
+        """Create a sampler instance based on the strategy.
+
+        Args:
+            strategy: The sampling strategy to use. Can be a SamplingStrategy enum
+                or a string identifier. If None, defaults to RANDOM.
+            **kwargs: Additional keyword arguments to pass to the sampler constructor.
+                Common arguments include:
+                    - seed: Random seed for reproducibility
+                    - samples_per_dim: For UniformSampler
+                    - device: PyTorch device for tensor operations
+                Note: constraint parameter is temporarily disabled
+
+        Returns:
+            An instance of the requested sampler.
+
+        Raises:
+            ValueError: If the strategy is not registered.
+
+        Examples:
+            >>> factory = SamplerFactory()
+            >>> # Bounds-based usage
+            >>> sampler = factory.create_sampler(SamplingStrategy.UNIFORM, seed=42)
+            >>> sampler = factory.create_sampler("random", seed=123)
+
+            Note: Constraint-based sampling examples are temporarily disabled
+        """
+        # Default to RANDOM if no strategy specified
+        if strategy is None:
+            strategy = SamplingStrategy.RANDOM
+
+        # Convert enum to string if necessary
+        if isinstance(strategy, SamplingStrategy):
+            strategy_name = strategy.value
+        else:
+            strategy_name = strategy
+
+        # Check if strategy is registered
+        if strategy_name not in self._samplers:
+            available = list(self._samplers.keys())
+            raise ValueError(
+                f"Unknown sampling strategy: '{strategy_name}'. "
+                f"Available strategies: {available}. "
+                f"You can register a custom sampler using register_sampler()."
+            )
+
+        # Create and return sampler instance
+        sampler_class = self._samplers[strategy_name]
+        sampler = sampler_class(**kwargs)
+
+        logger.log_info(
+            f"Created sampler: {sampler_class.__name__} with strategy '{strategy_name}'"
+        )
+
+        return sampler
+
+    def list_available_strategies(self) -> list[str]:
+        """List all registered sampling strategies.
+
+        Returns:
+            List of registered strategy names.
+        """
+        return list(self._samplers.keys())
+
+    def is_registered(self, strategy: SamplingStrategy | str) -> bool:
+        """Check if a strategy is registered.
+
+        Args:
+            strategy: The sampling strategy to check.
+
+        Returns:
+            True if the strategy is registered, False otherwise.
+        """
+        if isinstance(strategy, SamplingStrategy):
+            strategy_name = strategy.value
+        else:
+            strategy_name = strategy
+
+        return strategy_name in self._samplers
+
+    @classmethod
+    def reset_instance(cls) -> None:
+        """Reset the singleton instance (mainly for testing).
+
+        Warning:
+            This should only be used in testing scenarios.
+        """
+        with cls._lock:
+            cls._instance = None
+
+    def __repr__(self) -> str:
+        """String representation of the factory."""
+        strategies = self.list_available_strategies()
+        return f"SamplerFactory(strategies={strategies})"
+
+
+# Convenience function for creating samplers
+def create_sampler(
+    strategy: SamplingStrategy | str | None = None, **kwargs: Any
+) -> BaseSampler:
+    """Convenience function to create a sampler.
+
+    This is a shorthand for SamplerFactory().create_sampler().
+
+    Args:
+        strategy: The sampling strategy to use.
+        **kwargs: Additional keyword arguments to pass to the sampler constructor.
+
+    Returns:
+        An instance of the requested sampler.
+
+    Examples:
+        >>> sampler = create_sampler(SamplingStrategy.UNIFORM, seed=42)
+        >>> sampler = create_sampler("random", seed=123)
+
+        Note: Constraint-based sampling is temporarily disabled
+    """
+    factory = SamplerFactory()
+    return factory.create_sampler(strategy, **kwargs)
+
+
+# Note: Constraint-based convenience functions have been removed
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/sobol_sampler.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/sobol_sampler.py
new file mode 100644
index 00000000..de5f7e37
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/sobol_sampler.py
@@ -0,0 +1,216 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+import torch
+from typing import Union
+
+try:
+    from scipy.stats import qmc
+
+    SCIPY_AVAILABLE = True
+except ImportError:
+    SCIPY_AVAILABLE = False
+
+from embodichain.lab.sim.utility.workspace_analyzer.configs.sampling_config import (
+    SamplingStrategy,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers.base_sampler import (
+    BaseSampler,
+)
+
+from embodichain.utils import logger
+
+
+class SobolSampler(BaseSampler):
+    """Sobol sequence sampler using quasi-random low-discrepancy sequences.
+
+    The Sobol sequence is a low-discrepancy sequence that provides excellent
+    uniformity in high-dimensional spaces. It's widely used in finance,
+    engineering, and scientific computing for Monte Carlo simulations.
+
+    Advantages:
+        - Excellent uniformity in high dimensions (up to ~40 dimensions)
+        - Industry standard for quasi-Monte Carlo methods
+        - Better convergence than random sampling (O(1/n) vs O(1/√n))
+        - Well-suited for integration and optimization
+
+    Disadvantages:
+        - Requires scipy library
+        - Sequential generation (but can be scrambled for randomization)
+        - Initial points may not be well-distributed (use skip parameter)
+
+    Attributes:
+        scramble: Whether to scramble the sequence for better randomization.
+        skip: Number of initial samples to skip.
+
+    Notes:
+        This implementation uses scipy.stats.qmc.Sobol for efficient generation.
+        Falls back to a basic implementation if scipy is not available.
+    """
+
+    def __init__(
+        self,
+        seed: int = 42,
+        device: torch.device | None = None,
+        scramble: bool = True,
+        skip: int = 0,
+    ):
+        """Initialize the Sobol sampler.
+
+        Args:
+            seed: Random seed for scrambling. Defaults to 42.
+            device: PyTorch device (cpu/cuda). Defaults to cpu.
+            scramble: Whether to scramble the sequence. Defaults to True.
+                     Scrambling improves randomization while maintaining low discrepancy.
+            skip: Number of initial samples to skip. Defaults to 0.
+                  Recommended: 0 for scrambled, >0 (e.g., 100) for unscrambled.
+            constraint: Optional geometric constraint for sampling (e.g., SphereConstraint).
+        """
+        super().__init__(seed, device)
+        self.scramble = scramble
+        self.skip = skip
+
+        if not SCIPY_AVAILABLE:
+            logger.log_warning(
+                "scipy is not available. Sobol sampler will use a basic fallback implementation. "
+                "For optimal performance, install scipy: pip install scipy"
+            )
+
+    def sample(
+        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+    ) -> torch.Tensor:
+        """Generate Sobol sequence samples within the given bounds.
+
+        Args:
+            bounds: Tensor/Array of shape (n_dims, 2) containing [lower, upper] bounds.
+            num_samples: Number of samples to generate.
+
+        Returns:
+            Tensor of shape (num_samples, n_dims) containing the sampled points.
+
+        Raises:
+            ValueError: If bounds are invalid or num_samples is non-positive.
+
+        Examples:
+            >>> sampler = SobolSampler(scramble=True, seed=42)
+            >>> bounds = torch.tensor([[-1.0, 1.0], [-1.0, 1.0]], dtype=torch.float32)
+            >>> samples = sampler.sample(bounds, num_samples=100)
+            >>> samples.shape
+            torch.Size([100, 2])
+        """
+        bounds = self._validate_bounds(bounds)
+
+        if num_samples <= 0:
+            raise ValueError(f"num_samples must be positive, got {num_samples}")
+
+        n_dims = bounds.shape[0]
+
+        if n_dims > 21201:  # Maximum dimension for scipy's Sobol
+            raise ValueError(
+                f"Sobol sequence supports up to 21201 dimensions, got {n_dims}"
+            )
+
+        # Generate Sobol sequence
+        if SCIPY_AVAILABLE:
+            samples_unit = self._generate_sobol_scipy(n_dims, num_samples)
+        else:
+            samples_unit = self._generate_sobol_fallback(n_dims, num_samples)
+
+        # Convert to tensor and scale to bounds
+        samples_unit_tensor = self._to_tensor(samples_unit)
+        samples = self._scale_samples(samples_unit_tensor, bounds)
+
+        # Validate samples
+        self._validate_samples(samples, bounds)
+
+        return samples
+
+    def _generate_sobol_scipy(self, n_dims: int, num_samples: int) -> np.ndarray:
+        """Generate Sobol sequence using scipy.
+
+        Args:
+            n_dims: Number of dimensions.
+            num_samples: Number of samples to generate.
+
+        Returns:
+            Array of shape (num_samples, n_dims) with values in [0, 1].
+        """
+        # Create Sobol engine
+        sobol_engine = qmc.Sobol(d=n_dims, scramble=self.scramble, seed=self.seed)
+
+        # Skip initial samples if requested
+        if self.skip > 0:
+            sobol_engine.fast_forward(self.skip)
+
+        # Generate samples
+        samples = sobol_engine.random(n=num_samples)
+
+        return samples.astype(np.float32)
+
+    def _generate_sobol_fallback(self, n_dims: int, num_samples: int) -> np.ndarray:
+        """Fallback Sobol generator when scipy is not available.
+
+        This is a basic implementation and may not match scipy's quality.
+        For production use, install scipy.
+
+        Args:
+            n_dims: Number of dimensions.
+            num_samples: Number of samples to generate.
+
+        Returns:
+            Array of shape (num_samples, n_dims) with values in [0, 1].
+        """
+        logger.log_warning(
+            "Using fallback Sobol generator. Results may not match scipy quality."
+        )
+
+        # Simple fallback: use stratified random sampling
+        # This is NOT a true Sobol sequence but provides reasonable coverage
+        samples = np.zeros((num_samples, n_dims), dtype=np.float32)
+
+        for dim in range(n_dims):
+            # Divide [0, 1] into num_samples intervals
+            intervals = np.linspace(0, 1, num_samples + 1)
+            # Sample randomly within each interval
+            samples[:, dim] = intervals[:-1] + self.rng.rand(num_samples) / num_samples
+
+        # Shuffle to reduce correlation
+        for dim in range(n_dims):
+            self.rng.shuffle(samples[:, dim])
+
+        return samples
+
+    def get_strategy_name(self) -> str:
+        """Get the name of the sampling strategy.
+
+        Returns:
+            String identifier for the sampling strategy.
+        """
+        return SamplingStrategy.SOBOL.value
+
+    def __repr__(self) -> str:
+        """String representation of the sampler."""
+        return (
+            f"{self.__class__.__name__}("
+            f"strategy={self.get_strategy_name()}, "
+            f"scramble={self.scramble}, "
+            f"skip={self.skip}, "
+            f"seed={self.seed})"
+        )
+
+
+__all__ = ["SobolSampler"]
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/visualizers/__init__.py b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/__init__.py
new file mode 100644
index 00000000..dec80b62
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/__init__.py
@@ -0,0 +1,56 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers.base_visualizer import (
+    BaseVisualizer,
+    IVisualizer,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.configs import (
+    VisualizationType,
+)
+
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers.point_cloud_visualizer import (
+    PointCloudVisualizer,
+)
+
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers.voxel_visualizer import (
+    VoxelVisualizer,
+)
+
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers.sphere_visualizer import (
+    SphereVisualizer,
+)
+
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers.axis_visualizer import (
+    AxisVisualizer,
+)
+
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers.visualizer_factory import (
+    VisualizerFactory,
+    create_visualizer,
+)
+
+__all__ = [
+    "BaseVisualizer",
+    "IVisualizer",
+    "VisualizationType",
+    "PointCloudVisualizer",
+    "VoxelVisualizer",
+    "SphereVisualizer",
+    "AxisVisualizer",
+    "VisualizerFactory",
+    "create_visualizer",
+]
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/visualizers/axis_visualizer.py b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/axis_visualizer.py
new file mode 100644
index 00000000..3b4c1885
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/axis_visualizer.py
@@ -0,0 +1,478 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+import torch
+from typing import Union, Dict, Any
+from pathlib import Path
+
+try:
+    import open3d as o3d
+
+    OPEN3D_AVAILABLE = True
+except ImportError:
+    OPEN3D_AVAILABLE = False
+
+try:
+    import matplotlib.pyplot as plt
+    from mpl_toolkits.mplot3d import Axes3D
+
+    MATPLOTLIB_AVAILABLE = True
+except ImportError:
+    MATPLOTLIB_AVAILABLE = False
+
+from embodichain.utils import logger
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers.base_visualizer import (
+    BaseVisualizer,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.configs.visualization_config import (
+    VisualizationType,
+)
+
+__all__ = ["AxisVisualizer"]
+
+
+class AxisVisualizer(BaseVisualizer):
+    """Visualizer for coordinate axes/frames at specified poses.
+
+    This visualizer creates coordinate axes (X, Y, Z) at given transformation matrices,
+    useful for visualizing robot end-effector poses, workspace reference frames, etc.
+
+    Supports multiple backends:
+    - 'sim_manager': Uses SimulationManager.draw_marker() with MarkerCfg
+    - 'open3d': Creates coordinate frames using Open3D
+    - 'matplotlib': Draws axis lines in 3D matplotlib plot
+    - 'data': Returns axis data without visualization
+    """
+
+    def __init__(
+        self,
+        backend: str = "sim_manager",
+        axis_length: float = 0.15,
+        axis_size: float = 0.005,
+        config: Dict[str, Any] | None = None,
+        sim_manager: Any | None = None,
+        control_part_name: str | None = None,
+        reference_pose: Union[np.ndarray, torch.Tensor] | None = None,
+        arena_index: int = 0,
+    ):
+        """Initialize the axis visualizer.
+
+        Args:
+            backend: Visualization backend ('sim_manager', 'open3d', 'matplotlib', or 'data').
+                    Defaults to 'sim_manager'.
+            axis_length: Length of each axis. Defaults to 0.15.
+            axis_size: Thickness/size of axes. Defaults to 0.005.
+            config: Optional configuration dictionary. Defaults to None.
+            sim_manager: SimulationManager instance for 'sim_manager' backend. Defaults to None.
+            control_part_name: Control part name for naming (compatibility). Defaults to None.
+            reference_pose: Reference pose (4x4 matrix) for orientation. Defaults to None.
+            arena_index: Arena index for sim_manager markers. Defaults to 0.
+        """
+        super().__init__(backend, config)
+        self.axis_length = axis_length
+        self.axis_size = axis_size
+        self.sim_manager = sim_manager
+        self.control_part_name = control_part_name
+        self.reference_pose = reference_pose
+        self.arena_index = arena_index
+
+    def visualize(
+        self,
+        poses: Union[torch.Tensor, np.ndarray],
+        colors: Union[torch.Tensor, np.ndarray] | None = None,
+        **kwargs: Any,
+    ) -> Any:
+        """Visualize coordinate axes at specified poses or points.
+
+        Args:
+            poses: Either transformation matrices of shape (4, 4) or (N, 4, 4),
+                  or point coordinates of shape (N, 3) which will be converted to poses.
+            colors: Optional colors (not used for axes but kept for interface compatibility).
+            **kwargs: Additional visualization parameters:
+                - axis_length: Override default axis length
+                - axis_size: Override default axis size
+                - name_prefix: Prefix for axis names (default: "axis")
+                - arena_index: Arena index for sim_manager (default: 0)
+
+        Returns:
+            Backend-specific axis representation.
+
+        Examples:
+            >>> import numpy as np
+            >>> visualizer = AxisVisualizer(backend='sim_manager', sim_manager=sim)
+            >>> # Using transformation matrix
+            >>> pose = np.eye(4)
+            >>> pose[:3, 3] = [1.0, 0.5, 1.2]  # Set position
+            >>> result = visualizer.visualize(pose)
+            >>>
+            >>> # Using point coordinates
+            >>> points = np.array([[1.0, 0.5, 1.2], [2.0, 1.0, 0.8]])
+            >>> result = visualizer.visualize(points)
+            >>> visualizer.show()
+        """
+        # Convert to numpy
+        poses = self._to_numpy(poses)
+
+        # Convert points to poses if needed
+        poses = self._convert_points_to_poses(poses)
+
+        # Validate pose dimensions
+        self._validate_poses(poses)
+
+        # Get parameters
+        axis_length = kwargs.get("axis_length", self.axis_length)
+        axis_size = kwargs.get("axis_size", self.axis_size)
+        name_prefix = kwargs.get("name_prefix", "axis")
+        arena_index = kwargs.get("arena_index", self.arena_index)
+
+        # Dispatch to backend implementation
+        if self.backend == "sim_manager":
+            return self._visualize_sim_manager(
+                poses, axis_length, axis_size, name_prefix, arena_index, **kwargs
+            )
+        elif self.backend == "open3d":
+            return self._visualize_open3d(
+                poses, axis_length, axis_size, name_prefix, **kwargs
+            )
+        elif self.backend == "matplotlib":
+            return self._visualize_matplotlib(
+                poses, axis_length, axis_size, name_prefix, **kwargs
+            )
+        elif self.backend == "data":
+            return self._visualize_data(
+                poses, axis_length, axis_size, name_prefix, **kwargs
+            )
+        else:
+            raise ValueError(f"Unsupported backend: {self.backend}")
+
+    def _visualize_sim_manager(
+        self,
+        poses: np.ndarray,
+        axis_length: float,
+        axis_size: float,
+        name_prefix: str,
+        arena_index: int,
+        **kwargs: Any,
+    ) -> Any:
+        """Visualize axes using sim_manager backend."""
+        if self.sim_manager is None:
+            raise ValueError("sim_manager is required for 'sim_manager' backend")
+
+        # Import here to avoid circular imports
+        from embodichain.lab.sim.cfg import MarkerCfg
+
+        axis_markers = []
+
+        # Handle single pose (4,4) or multiple poses (N,4,4)
+        if poses.ndim == 2:
+            poses = poses[np.newaxis, :, :]
+
+        for i, pose_matrix in enumerate(poses):
+            marker_name = f"{name_prefix}_{i}"
+
+            try:
+                # Create axis marker using MarkerCfg
+                marker_cfg = MarkerCfg(
+                    name=marker_name,
+                    marker_type="axis",
+                    axis_xpos=pose_matrix,  # 4x4 transformation matrix
+                    axis_size=axis_size,
+                    axis_len=axis_length,
+                    arena_index=arena_index,
+                )
+
+                # Draw the marker
+                self.sim_manager.draw_marker(cfg=marker_cfg)
+                axis_markers.append(marker_name)
+
+            except Exception as e:
+                logger.log_warning(f"Failed to draw axis {marker_name}: {e}")
+
+        logger.log_info(f"Created {len(axis_markers)} coordinate axes with sim_manager")
+        self._last_visualization = axis_markers
+        return axis_markers
+
+    def _visualize_open3d(
+        self,
+        poses: np.ndarray,
+        axis_length: float,
+        axis_size: float,
+        name_prefix: str,
+        **kwargs: Any,
+    ) -> Any:
+        """Visualize axes using Open3D backend."""
+        if not OPEN3D_AVAILABLE:
+            raise RuntimeError(
+                "Open3D is not available. Install with: pip install open3d"
+            )
+
+        # Create coordinate frame geometries
+        frame_geometries = []
+
+        if poses.ndim == 2:
+            poses = poses[np.newaxis, :, :]
+
+        for i, pose_matrix in enumerate(poses):
+            frame = o3d.geometry.TriangleMesh.create_coordinate_frame(
+                size=axis_length, origin=[0, 0, 0]
+            )
+            frame.transform(pose_matrix)
+            frame_geometries.append(frame)
+
+        logger.log_info(
+            f"Created {len(frame_geometries)} coordinate frames with Open3D"
+        )
+        self._last_visualization = frame_geometries
+        return frame_geometries
+
+    def _visualize_matplotlib(
+        self,
+        poses: np.ndarray,
+        axis_length: float,
+        axis_size: float,
+        name_prefix: str,
+        **kwargs: Any,
+    ) -> Any:
+        """Visualize axes using matplotlib backend."""
+        if not MATPLOTLIB_AVAILABLE:
+            raise RuntimeError(
+                "Matplotlib is not available. Install with: pip install matplotlib"
+            )
+
+        # Create figure and 3D axis
+        fig = plt.figure(figsize=(10, 8))
+        ax = fig.add_subplot(111, projection="3d")
+
+        if poses.ndim == 2:
+            poses = poses[np.newaxis, :, :]
+
+        colors = ["red", "green", "blue"]  # X, Y, Z axes
+        labels = ["X", "Y", "Z"]
+
+        for i, pose_matrix in enumerate(poses):
+            origin = pose_matrix[:3, 3]
+
+            for j, (color, label) in enumerate(zip(colors, labels)):
+                axis_direction = pose_matrix[:3, j]
+                axis_end = origin + axis_direction * axis_length
+
+                ax.plot3D(
+                    [origin[0], axis_end[0]],
+                    [origin[1], axis_end[1]],
+                    [origin[2], axis_end[2]],
+                    color=color,
+                    linewidth=axis_size * 1000,
+                    label=f"{label}_axis_{i}" if i == 0 else "",
+                )
+
+        ax.set_xlabel("X")
+        ax.set_ylabel("Y")
+        ax.set_zlabel("Z")
+        ax.legend()
+        ax.set_title(f"Coordinate Axes ({len(poses)} frames)")
+
+        logger.log_info(f"Created matplotlib plot with {len(poses)} coordinate frames")
+        self._last_visualization = fig
+        return fig
+
+    def _visualize_data(
+        self,
+        poses: np.ndarray,
+        axis_length: float,
+        axis_size: float,
+        name_prefix: str,
+        **kwargs: Any,
+    ) -> Any:
+        """Return axis data without visualization."""
+        axis_data = {
+            "poses": poses,
+            "axis_length": axis_length,
+            "axis_size": axis_size,
+            "name_prefix": name_prefix,
+            "type": "coordinate_axes",
+            "num_frames": len(poses) if poses.ndim == 3 else 1,
+        }
+
+        logger.log_info(
+            f"Generated axis data for {axis_data['num_frames']} coordinate frames"
+        )
+        self._last_visualization = axis_data
+        return axis_data
+
+    def _convert_points_to_poses(self, data: np.ndarray) -> np.ndarray:
+        """Convert point coordinates to transformation matrices if needed.
+
+        Args:
+            data: Either points (N, 3) or poses (4, 4) or (N, 4, 4)
+
+        Returns:
+            Transformation matrices (4, 4) or (N, 4, 4)
+        """
+        # Check if input is points (N, 3)
+        if data.ndim == 2 and data.shape[1] == 3:
+            # Convert points to poses
+            num_points = data.shape[0]
+
+            # Use reference pose if available, otherwise identity rotation
+            if self.reference_pose is not None:
+                # Convert reference pose to numpy if needed
+                if isinstance(self.reference_pose, torch.Tensor):
+                    ref_pose = self.reference_pose.cpu().numpy()
+                else:
+                    ref_pose = self.reference_pose
+
+                # Ensure 4x4 matrix
+                if ref_pose.ndim == 3:
+                    ref_pose = ref_pose[0]  # Take first pose if batch
+
+                # Create poses with reference orientation and point positions
+                poses = np.tile(ref_pose, (num_points, 1, 1))
+                poses[:, :3, 3] = data  # Override translation with point positions
+
+                logger.log_debug(
+                    f"Using reference pose orientation for {num_points} coordinate axes"
+                )
+            else:
+                # Fallback to identity rotation
+                poses = np.tile(np.eye(4), (num_points, 1, 1))
+                poses[:, :3, 3] = data  # Set translation
+
+                logger.log_debug(
+                    f"Using identity orientation for {num_points} coordinate axes"
+                )
+
+            return poses
+
+        elif data.ndim == 1 and data.shape[0] == 3:
+            # Single point case
+            if self.reference_pose is not None:
+                # Convert reference pose to numpy if needed
+                if isinstance(self.reference_pose, torch.Tensor):
+                    pose = self.reference_pose.cpu().numpy()
+                else:
+                    pose = self.reference_pose.copy()
+
+                # Ensure 2D matrix
+                if pose.ndim == 3:
+                    pose = pose[0]
+
+                # Override translation
+                pose[:3, 3] = data
+            else:
+                # Fallback to identity
+                pose = np.eye(4)
+                pose[:3, 3] = data
+
+            return pose
+        else:
+            # Already poses, return as is
+            return data
+
+    def _validate_poses(self, poses: np.ndarray) -> None:
+        """Validate pose array dimensions and values.
+
+        Args:
+            poses: Array of transformation matrices
+
+        Raises:
+            ValueError: If poses have invalid shape or values
+        """
+        if poses.ndim not in [2, 3]:
+            raise ValueError(
+                f"Poses must be 2D (4,4) or 3D (N,4,4) array, got shape {poses.shape}"
+            )
+
+        if poses.ndim == 2:
+            if poses.shape != (4, 4):
+                raise ValueError(f"Single pose must be (4,4), got {poses.shape}")
+        else:  # poses.ndim == 3
+            if poses.shape[1:] != (4, 4):
+                raise ValueError(f"Multiple poses must be (N,4,4), got {poses.shape}")
+
+        # Check if last row is [0, 0, 0, 1] for valid transformation matrices
+        if poses.ndim == 2:
+            poses_to_check = [poses]
+        else:
+            poses_to_check = poses
+
+        for i, pose in enumerate(poses_to_check):
+            expected_bottom_row = np.array([0, 0, 0, 1])
+            if not np.allclose(pose[3, :], expected_bottom_row, atol=1e-6):
+                logger.log_warning(
+                    f"Pose {i} bottom row {pose[3, :]} != [0,0,0,1]. May not be a valid transformation matrix."
+                )
+
+    def get_type_name(self) -> str:
+        """Return the type name for this visualizer."""
+        return VisualizationType.AXIS.value
+
+    def _save_impl(self, filepath: Path, **kwargs: Any) -> None:
+        """Save the visualization to file."""
+        if self._last_visualization is None:
+            raise RuntimeError("No visualization to save. Call visualize() first.")
+
+        if self.backend == "open3d":
+            if filepath.suffix.lower() in [".ply", ".obj", ".stl"]:
+                # Save combined mesh
+                combined_mesh = o3d.geometry.TriangleMesh()
+                for frame in self._last_visualization:
+                    combined_mesh += frame
+                o3d.io.write_triangle_mesh(str(filepath), combined_mesh)
+                logger.log_info(f"Saved Open3D coordinate frames to {filepath}")
+            else:
+                logger.log_warning(
+                    f"Unsupported file format {filepath.suffix} for Open3D backend"
+                )
+
+        elif self.backend == "matplotlib":
+            self._last_visualization.savefig(filepath, **kwargs)
+            logger.log_info(f"Saved matplotlib plot to {filepath}")
+
+        elif self.backend in ["sim_manager", "data"]:
+            # Save as numpy file
+            if self.backend == "sim_manager":
+                data_to_save = {
+                    "axis_names": self._last_visualization,
+                    "type": "sim_manager_axes",
+                }
+            else:
+                data_to_save = self._last_visualization
+
+            np.save(filepath.with_suffix(".npy"), data_to_save, allow_pickle=True)
+            logger.log_info(f"Saved axis data to {filepath.with_suffix('.npy')}")
+
+    def _show_impl(self, **kwargs: Any) -> None:
+        """Display the visualization."""
+        if self._last_visualization is None:
+            logger.log_warning("No visualization to show. Call visualize() first.")
+            return
+
+        if self.backend == "open3d":
+            o3d.visualization.draw_geometries(self._last_visualization)
+
+        elif self.backend == "matplotlib":
+            plt.show()
+
+        elif self.backend == "sim_manager":
+            logger.log_info(
+                f"Axes are displayed in simulation. Marker names: {self._last_visualization}"
+            )
+
+        elif self.backend == "data":
+            logger.log_info(
+                f"Data backend - no visual display. Use .save() to export data."
+            )
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/visualizers/base_visualizer.py b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/base_visualizer.py
new file mode 100644
index 00000000..d0f8e48c
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/base_visualizer.py
@@ -0,0 +1,331 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+import torch
+from abc import ABC, abstractmethod
+from typing import Protocol, Union, Dict, Any, Tuple
+from pathlib import Path
+
+try:
+    import open3d as o3d
+
+    OPEN3D_AVAILABLE = True
+except ImportError:
+    OPEN3D_AVAILABLE = False
+
+try:
+    import matplotlib.pyplot as plt
+    from mpl_toolkits.mplot3d import Axes3D
+
+    MATPLOTLIB_AVAILABLE = True
+except ImportError:
+    MATPLOTLIB_AVAILABLE = False
+
+from embodichain.utils import logger
+from embodichain.lab.sim.utility.workspace_analyzer.configs.visualization_config import (
+    VisualizationConfig,
+)
+
+
+__all__ = [
+    "IVisualizer",
+    "BaseVisualizer",
+]
+
+
+class IVisualizer(Protocol):
+    """Interface for all visualizers.
+
+    This protocol defines the contract that all visualizers must follow.
+    """
+
+    def visualize(
+        self,
+        points: Union[torch.Tensor, np.ndarray],
+        colors: Union[torch.Tensor, np.ndarray] | None = None,
+        **kwargs: Any,
+    ) -> Any:
+        """Visualize the workspace data.
+
+        Args:
+            points: Array of shape (N, 3) containing point positions.
+            colors: Optional array of shape (N, 3) or (N, 4) containing colors.
+            **kwargs: Additional visualization parameters.
+
+        Returns:
+            Visualization object (e.g., Open3D geometry, matplotlib figure).
+        """
+        ...
+
+    def save(self, filepath: Union[str, Path], **kwargs: Any) -> None:
+        """Save visualization to file.
+
+        Args:
+            filepath: Path to save the visualization.
+            **kwargs: Additional save parameters.
+        """
+        ...
+
+    def get_type_name(self) -> str:
+        """Get the name of the visualization type.
+
+        Returns:
+            String identifier for the visualization type.
+        """
+        ...
+
+
+class BaseVisualizer(ABC):
+    """Abstract base class for all visualizers.
+
+    This class provides common functionality and enforces the implementation
+    of the visualization method in all derived classes.
+
+    Attributes:
+        backend: Visualization backend ('open3d', 'matplotlib', etc.).
+        config: Configuration dictionary for visualization parameters.
+    """
+
+    def __init__(self, backend: str = "open3d", config: Dict[str, Any] | None = None):
+        """Initialize the base visualizer.
+
+        Args:
+            backend: Visualization backend to use. Defaults to "open3d".
+            config: Optional configuration dictionary. Defaults to None.
+        """
+        self.backend = backend
+        self.config = config or {}
+        self._validate_backend()
+
+        # Store last visualization for reuse
+        self._last_visualization = None
+
+    @classmethod
+    def from_config(cls, config: VisualizationConfig, backend: str = "open3d"):
+        """Create a visualizer instance from a VisualizationConfig.
+
+        Args:
+            config: VisualizationConfig instance with visualization settings.
+            backend: Visualization backend to use.
+
+        Returns:
+            Configured visualizer instance.
+        """
+        config_dict = {
+            "enabled": config.enabled,
+            "voxel_size": config.voxel_size,
+            "nb_neighbors": config.nb_neighbors,
+            "std_ratio": config.std_ratio,
+            "is_voxel_down": config.is_voxel_down,
+            "color_by_distance": config.color_by_distance,
+        }
+        return cls(backend=backend, config=config_dict)
+
+    def _validate_backend(self) -> None:
+        """Validate the visualization backend is available.
+
+        Raises:
+            ImportError: If the required backend is not available.
+        """
+        if self.backend == "data":
+            # Data backend doesn't require any external dependencies
+            return
+        elif self.backend == "open3d" and not OPEN3D_AVAILABLE:
+            raise ImportError(
+                "Open3D is not available. Install it with: pip install open3d"
+            )
+        elif self.backend == "matplotlib" and not MATPLOTLIB_AVAILABLE:
+            raise ImportError(
+                "Matplotlib is not available. Install it with: pip install matplotlib"
+            )
+
+    @abstractmethod
+    def visualize(
+        self,
+        points: Union[torch.Tensor, np.ndarray],
+        colors: Union[torch.Tensor, np.ndarray] | None = None,
+        **kwargs: Any,
+    ) -> Any:
+        """Visualize the workspace data.
+
+        This method must be implemented by all derived classes.
+
+        Args:
+            points: Array of shape (N, 3) containing point positions.
+            colors: Optional array of shape (N, 3) or (N, 4) containing colors.
+            **kwargs: Additional visualization parameters.
+
+        Returns:
+            Visualization object.
+
+        Raises:
+            NotImplementedError: If the method is not implemented in the derived class.
+        """
+        raise NotImplementedError("Subclasses must implement the visualize method")
+
+    @abstractmethod
+    def get_type_name(self) -> str:
+        """Get the name of the visualization type.
+
+        Returns:
+            String identifier for the visualization type.
+        """
+        raise NotImplementedError("Subclasses must implement get_type_name method")
+
+    def save(self, filepath: Union[str, Path], **kwargs: Any) -> None:
+        """Save the last visualization to file.
+
+        Args:
+            filepath: Path to save the visualization.
+            **kwargs: Additional save parameters.
+
+        Raises:
+            RuntimeError: If no visualization has been created yet.
+        """
+        if self._last_visualization is None:
+            raise RuntimeError("No visualization available. Call visualize() first.")
+
+        filepath = Path(filepath)
+        filepath.parent.mkdir(parents=True, exist_ok=True)
+
+        self._save_impl(filepath, **kwargs)
+        logger.log_info(f"Visualization saved to {filepath}")
+
+    @abstractmethod
+    def _save_impl(self, filepath: Path, **kwargs: Any) -> None:
+        """Implementation of save functionality.
+
+        Args:
+            filepath: Path to save the visualization.
+            **kwargs: Additional save parameters.
+        """
+        raise NotImplementedError("Subclasses must implement _save_impl method")
+
+    def _to_numpy(self, data: Union[torch.Tensor, np.ndarray]) -> np.ndarray:
+        """Convert data to numpy array.
+
+        Args:
+            data: Input data (torch tensor or numpy array).
+
+        Returns:
+            NumPy array.
+        """
+        if isinstance(data, torch.Tensor):
+            return data.detach().cpu().numpy()
+        return np.asarray(data)
+
+    def _validate_points(self, points: np.ndarray) -> None:
+        """Validate the points array.
+
+        Args:
+            points: Array of shape (N, 3) containing point positions.
+
+        Raises:
+            ValueError: If points array is invalid.
+        """
+        if points.ndim != 2 or points.shape[1] != 3:
+            raise ValueError(f"Points must have shape (N, 3), got {points.shape}")
+
+        if len(points) == 0:
+            raise ValueError("Points array is empty")
+
+    def _validate_colors(
+        self, colors: Union[torch.Tensor, np.ndarray] | None, num_points: int
+    ) -> Union[np.ndarray, None]:
+        """Validate and normalize the colors array.
+
+        Args:
+            colors: Optional array of shape (N, 3) or (N, 4) containing colors.
+            num_points: Number of points to validate against.
+
+        Returns:
+            Validated colors array or None.
+
+        Raises:
+            ValueError: If colors array is invalid.
+        """
+        if colors is None:
+            return None
+
+        colors = self._to_numpy(colors)
+
+        if colors.ndim != 2 or colors.shape[0] != num_points:
+            raise ValueError(
+                f"Colors must have shape ({num_points}, 3) or ({num_points}, 4), "
+                f"got {colors.shape}"
+            )
+
+        if colors.shape[1] not in [3, 4]:
+            raise ValueError(
+                f"Colors must have 3 (RGB) or 4 (RGBA) channels, "
+                f"got {colors.shape[1]}"
+            )
+
+        # Normalize colors to [0, 1] if needed
+        if colors.max() > 1.0:
+            colors = colors / 255.0
+
+        return colors
+
+    def _get_default_colors(
+        self, num_points: int, color: Tuple[float, float, float] = (0.0, 1.0, 0.0)
+    ) -> np.ndarray:
+        """Generate default colors for points.
+
+        Args:
+            num_points: Number of points.
+            color: RGB color tuple. Defaults to green (0.0, 1.0, 0.0).
+
+        Returns:
+            Array of shape (num_points, 3) with default colors.
+        """
+        return np.tile(np.array(color), (num_points, 1))
+
+    def show(self, **kwargs: Any) -> None:
+        """Display the visualization interactively.
+
+        Args:
+            **kwargs: Backend-specific display parameters.
+
+        Raises:
+            RuntimeError: If no visualization has been created yet.
+        """
+        if self._last_visualization is None:
+            raise RuntimeError("No visualization available. Call visualize() first.")
+
+        self._show_impl(**kwargs)
+
+    @abstractmethod
+    def _show_impl(self, **kwargs: Any) -> None:
+        """Implementation of show functionality.
+
+        Args:
+            **kwargs: Backend-specific display parameters.
+        """
+        raise NotImplementedError("Subclasses must implement _show_impl method")
+
+    def clear(self) -> None:
+        """Clear the current visualization."""
+        self._last_visualization = None
+
+    def __repr__(self) -> str:
+        """String representation of the visualizer."""
+        return (
+            f"{self.__class__.__name__}("
+            f"type={self.get_type_name()}, "
+            f"backend={self.backend})"
+        )
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/visualizers/point_cloud_visualizer.py b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/point_cloud_visualizer.py
new file mode 100644
index 00000000..6494ac72
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/point_cloud_visualizer.py
@@ -0,0 +1,265 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+import torch
+from typing import Union, Any, Dict
+from pathlib import Path
+
+from embodichain.lab.sim.utility.workspace_analyzer.configs import (
+    VisualizationType,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers.base_visualizer import (
+    BaseVisualizer,
+    OPEN3D_AVAILABLE,
+)
+
+if OPEN3D_AVAILABLE:
+    import open3d as o3d
+
+from embodichain.utils import logger
+
+__all__ = ["PointCloudVisualizer"]
+
+
+class PointCloudVisualizer(BaseVisualizer):
+    """Point cloud visualizer using Open3D or matplotlib.
+
+    Attributes:
+        point_size: Size of points in visualization.
+    """
+
+    def __init__(
+        self,
+        backend: str = "sim_manager",
+        point_size: float = 2.0,
+        config: Dict[str, Any] | None = None,
+        sim_manager: Any | None = None,
+        control_part_name: str | None = None,
+    ):
+        """Initialize the point cloud visualizer.
+
+        Args:
+            backend: Visualization backend ('sim_manager', 'open3d', 'matplotlib', or 'data').
+                    Defaults to 'sim_manager'. 'data' backend returns raw data without visualization.
+                    'sim_manager' backend uses simulation environment for visualization.
+            point_size: Size of points in visualization. Defaults to 2.0.
+            config: Optional configuration dictionary. Defaults to None.
+                sim_manager: SimulationManager instance for 'sim_manager' backend. Defaults to None.
+                control_part_name: Control part name for naming the point cloud. Defaults to None.
+        """
+        super().__init__(backend, config)
+        self.point_size = point_size
+        self.sim_manager = sim_manager
+        self.control_part_name = control_part_name
+
+    def visualize(
+        self,
+        points: Union[torch.Tensor, np.ndarray],
+        colors: Union[torch.Tensor, np.ndarray] | None = None,
+        **kwargs: Any,
+    ) -> Any:
+        """Visualize points as a point cloud.
+
+        Args:
+            points: Array of shape (N, 3) containing point positions.
+            colors: Optional array of shape (N, 3) or (N, 4) containing colors.
+            **kwargs: Additional visualization parameters:
+                - point_size: Override default point size
+
+        Returns:
+            Open3D PointCloud geometry or matplotlib figure.
+
+        Examples:
+            >>> visualizer = PointCloudVisualizer()
+            >>> points = np.random.rand(1000, 3)
+            >>> colors = np.random.rand(1000, 3)
+            >>> pcd = visualizer.visualize(points, colors)
+            >>> visualizer.show()
+        """
+        # Convert to numpy
+        points = self._to_numpy(points)
+        self._validate_points(points)
+
+        # Get visualization parameters
+        point_size = kwargs.get("point_size", self.point_size)
+
+        # Validate and prepare colors
+        colors = self._validate_colors(colors, len(points))
+        if colors is None:
+            colors = self._get_default_colors(len(points))
+
+        # Convert to RGB if RGBA
+        if colors.shape[1] == 4:
+            colors = colors[:, :3]
+
+        if self.backend == "data":
+            # Return raw data for user to handle
+            data = {
+                "points": points,
+                "colors": colors,
+                "point_size": point_size,
+                "type": "point_cloud",
+            }
+            self._last_visualization = {"data": data}
+            return data
+        elif self.backend == "sim_manager":
+            pcd_handle = self._create_sim_manager_point_cloud(
+                points, colors, point_size
+            )
+            self._last_visualization = {
+                "point_cloud_handle": pcd_handle,
+                "point_size": point_size,
+            }
+            return pcd_handle
+        elif self.backend == "open3d":
+            pcd = self._create_open3d_point_cloud(points, colors)
+            self._last_visualization = {
+                "point_cloud": pcd,
+                "point_size": point_size,
+            }
+            return pcd
+        elif self.backend == "matplotlib":
+            fig = self._create_matplotlib_point_cloud(points, colors, point_size)
+            self._last_visualization = {"figure": fig}
+            return fig
+        else:
+            raise ValueError(f"Unsupported backend: {self.backend}")
+
+    def _create_sim_manager_point_cloud(
+        self, points: np.ndarray, colors: np.ndarray, point_size: float
+    ) -> Any:
+        if self.sim_manager is None:
+            raise ValueError("sim_manager is required for 'sim_manager' backend")
+
+        # Get simulation environment
+        env = self.sim_manager.get_env()
+        if env is None:
+            raise RuntimeError("Simulation manager has no active simulation")
+
+        # Create point cloud name
+        pcd_name = f"workspace_pcd_{self.control_part_name or 'default'}"
+
+        # Create point cloud in simulation
+        pcd_handle = env.create_point_cloud(name=pcd_name)
+        pcd_handle.add_points(points)
+        pcd_handle.set_colors(colors)
+        pcd_handle.set_point_size(point_size)
+
+        logger.log_info(
+            f"Created point cloud '{pcd_name}' with {len(points)} points "
+            f"(point_size={point_size})"
+        )
+
+        return pcd_handle
+
+    def _create_open3d_point_cloud(
+        self, points: np.ndarray, colors: np.ndarray
+    ) -> "o3d.geometry.PointCloud":
+        pcd = o3d.geometry.PointCloud()
+        pcd.points = o3d.utility.Vector3dVector(points)
+        pcd.colors = o3d.utility.Vector3dVector(colors)
+
+        logger.log_info(f"Created point cloud with {len(points)} points")
+
+        return pcd
+
+    def _create_matplotlib_point_cloud(
+        self, points: np.ndarray, colors: np.ndarray, point_size: float
+    ):
+        import matplotlib.pyplot as plt
+        from mpl_toolkits.mplot3d import Axes3D
+
+        fig = plt.figure(figsize=(10, 8))
+        ax = fig.add_subplot(111, projection="3d")
+
+        ax.scatter(
+            points[:, 0], points[:, 1], points[:, 2], c=colors, s=point_size, alpha=0.6
+        )
+
+        ax.set_xlabel("X")
+        ax.set_ylabel("Y")
+        ax.set_zlabel("Z")
+        ax.set_title("Workspace Point Cloud")
+
+        return fig
+
+    def _save_impl(self, filepath: Path, **kwargs: Any) -> None:
+        if self.backend == "data":
+            # Save data as numpy file
+            data = self._last_visualization["data"]
+            np.savez(filepath, **data)
+        elif self.backend == "open3d":
+            pcd = self._last_visualization["point_cloud"]
+
+            # Determine file format from extension
+            suffix = filepath.suffix.lower()
+            if suffix in [".pcd", ".ply", ".xyz", ".xyzrgb", ".pts"]:
+                o3d.io.write_point_cloud(str(filepath), pcd)
+            elif suffix in [".png", ".jpg", ".jpeg"]:
+                # Render to image
+                vis = o3d.visualization.Visualizer()
+                vis.create_window(visible=False)
+                vis.add_geometry(pcd)
+
+                # Coordinate frame removed - implement separately if needed
+
+                vis.update_geometry(pcd)
+                vis.poll_events()
+                vis.update_renderer()
+                vis.capture_screen_image(str(filepath))
+                vis.destroy_window()
+            else:
+                raise ValueError(
+                    f"Unsupported file format: {suffix}. "
+                    f"Use .pcd, .ply, .xyz, .xyzrgb, .pts, .png, .jpg"
+                )
+
+        elif self.backend == "matplotlib":
+            fig = self._last_visualization["figure"]
+            fig.savefig(filepath, dpi=300, bbox_inches="tight")
+
+    def _show_impl(self, **kwargs: Any) -> None:
+        if self.backend == "data":
+            logger.log_warning(
+                "Cannot display visualization with 'data' backend. "
+                "Use 'open3d' or 'matplotlib' backend for interactive display."
+            )
+            return
+        elif self.backend == "open3d":
+            geometries = [self._last_visualization["point_cloud"]]
+
+            # Coordinate frame removed - implement separately if needed
+
+            # Set point size in visualization
+            vis = o3d.visualization.Visualizer()
+            vis.create_window()
+            for geom in geometries:
+                vis.add_geometry(geom)
+
+            render_option = vis.get_render_option()
+            render_option.point_size = self._last_visualization.get("point_size", 2.0)
+
+            vis.run()
+            vis.destroy_window()
+
+        elif self.backend == "matplotlib":
+            import matplotlib.pyplot as plt
+
+            plt.show()
+
+    def get_type_name(self) -> str:
+        return VisualizationType.POINT_CLOUD.value
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/visualizers/sphere_visualizer.py b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/sphere_visualizer.py
new file mode 100644
index 00000000..0338533b
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/sphere_visualizer.py
@@ -0,0 +1,310 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+import torch
+from typing import Union, Any, Dict
+from pathlib import Path
+
+from embodichain.lab.sim.utility.workspace_analyzer.configs import (
+    VisualizationType,
+)
+
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers.base_visualizer import (
+    BaseVisualizer,
+    OPEN3D_AVAILABLE,
+)
+
+if OPEN3D_AVAILABLE:
+    import open3d as o3d
+
+from embodichain.utils import logger
+
+
+__all__ = ["SphereVisualizer"]
+
+
+class SphereVisualizer(BaseVisualizer):
+    """Sphere-based visualizer using Open3D or matplotlib.
+
+    Attributes:
+        sphere_radius: Radius of each sphere.
+        sphere_resolution: Resolution of sphere mesh (higher = smoother).
+    """
+
+    def __init__(
+        self,
+        backend: str = "sim_manager",
+        sphere_radius: float = 0.005,
+        sphere_resolution: int = 10,
+        config: Dict[str, Any] | None = None,
+        sim_manager: Any | None = None,
+        control_part_name: str | None = None,
+    ):
+        """Initialize the sphere visualizer.
+
+        Args:
+            backend: Visualization backend ('sim_manager', 'open3d', 'matplotlib', or 'data').
+                    Defaults to 'sim_manager'. 'data' backend returns sphere data without visualization.
+            sphere_radius: Radius of each sphere. Defaults to 0.005.
+            sphere_resolution: Sphere mesh resolution. Defaults to 10.
+            config: Optional configuration dictionary. Defaults to None.
+            sim_manager: SimulationManager instance for 'sim_manager' backend. Defaults to None.
+            control_part_name: Control part name for naming. Defaults to None.
+        """
+        super().__init__(backend, config)
+        self.sphere_radius = sphere_radius
+        self.sphere_resolution = sphere_resolution
+        self.sim_manager = sim_manager
+        self.control_part_name = control_part_name
+
+    def visualize(
+        self,
+        points: Union[torch.Tensor, np.ndarray],
+        colors: Union[torch.Tensor, np.ndarray] | None = None,
+        **kwargs: Any,
+    ) -> Any:
+        """Visualize points as spheres.
+
+        Args:
+            points: Array of shape (N, 3) containing point positions.
+            colors: Optional array of shape (N, 3) or (N, 4) containing colors.
+            **kwargs: Additional visualization parameters:
+                - sphere_radius: Override default sphere radius
+                - sphere_resolution: Override sphere resolution
+                - max_spheres: Maximum number of spheres to render (for performance)
+
+        Returns:
+            Open3D TriangleMesh or matplotlib figure.
+
+        Examples:
+            >>> visualizer = SphereVisualizer(sphere_radius=0.01)
+            >>> points = np.random.rand(100, 3)
+            >>> colors = np.random.rand(100, 3)
+            >>> mesh = visualizer.visualize(points, colors)
+            >>> visualizer.show()
+        """
+        # Convert to numpy
+        points = self._to_numpy(points)
+        self._validate_points(points)
+
+        # Get visualization parameters
+        sphere_radius = kwargs.get("sphere_radius", self.sphere_radius)
+        sphere_resolution = kwargs.get("sphere_resolution", self.sphere_resolution)
+        max_spheres = kwargs.get("max_spheres", None)
+
+        # Limit number of spheres for performance
+        if max_spheres is not None and len(points) > max_spheres:
+            logger.log_warning(
+                f"Limiting visualization to {max_spheres} spheres "
+                f"(total points: {len(points)})"
+            )
+            indices = np.random.choice(len(points), max_spheres, replace=False)
+            points = points[indices]
+            if colors is not None:
+                colors = (
+                    colors[indices]
+                    if isinstance(colors, np.ndarray)
+                    else self._to_numpy(colors)[indices]
+                )
+
+        # Validate and prepare colors
+        colors = self._validate_colors(colors, len(points))
+        if colors is None:
+            colors = self._get_default_colors(len(points))
+
+        # Convert to RGB if RGBA
+        if colors.shape[1] == 4:
+            colors = colors[:, :3]
+
+        if self.backend == "data":
+            # Return sphere data
+            data = {
+                "centers": points,
+                "colors": colors,
+                "radius": sphere_radius,
+                "resolution": sphere_resolution,
+                "num_spheres": len(points),
+                "type": "spheres",
+            }
+            self._last_visualization = {"data": data}
+            logger.log_info(
+                f"Created sphere data with {len(points)} spheres (radius={sphere_radius})"
+            )
+            return data
+        elif self.backend == "sim_manager":
+            spheres_handle = self._create_sim_manager_spheres(
+                points, colors, sphere_radius
+            )
+            self._last_visualization = {
+                "spheres_handle": spheres_handle,
+                "radius": sphere_radius,
+            }
+            return spheres_handle
+        elif self.backend == "open3d":
+            mesh = self._create_open3d_spheres(
+                points, colors, sphere_radius, sphere_resolution
+            )
+            self._last_visualization = {"mesh": mesh}
+            return mesh
+        elif self.backend == "matplotlib":
+            fig = self._create_matplotlib_spheres(points, colors, sphere_radius)
+            self._last_visualization = {"figure": fig}
+            return fig
+        else:
+            raise ValueError(f"Unsupported backend: {self.backend}")
+
+    def _create_sim_manager_spheres(
+        self, points: np.ndarray, colors: np.ndarray, sphere_radius: float
+    ) -> Any:
+        if self.sim_manager is None:
+            raise ValueError("sim_manager is required for 'sim_manager' backend")
+
+        # Get simulation env
+        env = self.sim_manager.get_env()
+        if env is None:
+            raise RuntimeError("Simulation manager has no active env")
+
+        sphere_handles = []
+        for i, point in enumerate(points):
+            sphere_handle = env.create_sphere(radius=sphere_radius, resolution=10)
+            # Unpack array to individual x, y, z coordinates
+            sphere_handle.set_location(
+                float(point[0]), float(point[1]), float(point[2])
+            )
+            # TODO: Unsupported in current sim_manager API
+            # sphere_handle.set_color(colors[i].tolist())
+            sphere_handle.set_name(f"workspace_sphere_{i}")
+            sphere_handles.append(sphere_handle)
+
+        logger.log_info(f"Created {len(points)} spheres with radius={sphere_radius}")
+
+        return sphere_handles
+
+    def _create_open3d_spheres(
+        self,
+        points: np.ndarray,
+        colors: np.ndarray,
+        sphere_radius: float,
+        sphere_resolution: int,
+    ) -> "o3d.geometry.TriangleMesh":
+        # Create a template sphere
+        sphere_template = o3d.geometry.TriangleMesh.create_sphere(
+            radius=sphere_radius, resolution=sphere_resolution
+        )
+
+        # Combine all spheres into one mesh
+        combined_mesh = o3d.geometry.TriangleMesh()
+
+        for point, color in zip(points, colors):
+            # Copy and translate sphere
+            sphere = o3d.geometry.TriangleMesh(sphere_template)
+            sphere.translate(point)
+            sphere.paint_uniform_color(color)
+
+            # Merge into combined mesh
+            combined_mesh += sphere
+
+        # Compute normals for proper lighting
+        combined_mesh.compute_vertex_normals()
+
+        logger.log_info(f"Created {len(points)} spheres with radius={sphere_radius}")
+
+        return combined_mesh
+
+    def _create_matplotlib_spheres(
+        self, points: np.ndarray, colors: np.ndarray, sphere_radius: float
+    ):
+        import matplotlib.pyplot as plt
+        from mpl_toolkits.mplot3d import Axes3D
+
+        fig = plt.figure(figsize=(10, 8))
+        ax = fig.add_subplot(111, projection="3d")
+
+        # Scale marker size based on sphere radius
+        marker_size = (sphere_radius * 1000) ** 2
+
+        ax.scatter(
+            points[:, 0],
+            points[:, 1],
+            points[:, 2],
+            c=colors,
+            s=marker_size,
+            alpha=0.8,
+            marker="o",
+        )
+
+        ax.set_xlabel("X")
+        ax.set_ylabel("Y")
+        ax.set_zlabel("Z")
+        ax.set_title(f"Workspace Spheres (radius={sphere_radius:.4f})")
+
+        return fig
+
+    def _save_impl(self, filepath: Path, **kwargs: Any) -> None:
+        if self.backend == "data":
+            # Save sphere data
+            data = self._last_visualization["data"]
+            np.savez(filepath, **data)
+        elif self.backend == "open3d":
+            mesh = self._last_visualization["mesh"]
+
+            # Determine file format from extension
+            suffix = filepath.suffix.lower()
+            if suffix in [".ply", ".obj", ".stl", ".gltf", ".glb"]:
+                o3d.io.write_triangle_mesh(str(filepath), mesh)
+            elif suffix in [".png", ".jpg", ".jpeg"]:
+                # Render to image
+                vis = o3d.visualization.Visualizer()
+                vis.create_window(visible=False)
+                vis.add_geometry(mesh)
+
+                vis.update_geometry(mesh)
+                vis.poll_events()
+                vis.update_renderer()
+                vis.capture_screen_image(str(filepath))
+                vis.destroy_window()
+            else:
+                raise ValueError(
+                    f"Unsupported file format: {suffix}. "
+                    f"Use .ply, .obj, .stl, .gltf, .glb, .png, .jpg"
+                )
+
+        elif self.backend == "matplotlib":
+            fig = self._last_visualization["figure"]
+            fig.savefig(filepath, dpi=300, bbox_inches="tight")
+
+    def _show_impl(self, **kwargs: Any) -> None:
+        if self.backend == "data":
+            logger.log_warning(
+                "Cannot display visualization with 'data' backend. "
+                "Use 'open3d' or 'matplotlib' backend for interactive display."
+            )
+            return
+        elif self.backend == "open3d":
+            geometries = [self._last_visualization["mesh"]]
+
+            # Coordinate frame removed - implement separately if needed
+
+            o3d.visualization.draw_geometries(geometries)
+
+        elif self.backend == "matplotlib":
+            import matplotlib.pyplot as plt
+
+            plt.show()
+
+    def get_type_name(self) -> str:
+        return VisualizationType.SPHERE.value
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/visualizers/visualizer_factory.py b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/visualizer_factory.py
new file mode 100644
index 00000000..f8638a93
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/visualizer_factory.py
@@ -0,0 +1,274 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+from typing import Dict, Type, Any
+from threading import Lock
+
+from embodichain.lab.sim.utility.workspace_analyzer.configs import (
+    VisualizationType,
+)
+
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers.base_visualizer import (
+    BaseVisualizer,
+)
+
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers.point_cloud_visualizer import (
+    PointCloudVisualizer,
+)
+
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers.voxel_visualizer import (
+    VoxelVisualizer,
+)
+
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers.sphere_visualizer import (
+    SphereVisualizer,
+)
+
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers.axis_visualizer import (
+    AxisVisualizer,
+)
+
+from embodichain.utils import logger
+
+__all__ = [
+    "VisualizerFactory",
+    "create_visualizer",
+]
+
+
+class VisualizerFactory:
+    """Factory class for creating visualizers (Singleton pattern).
+
+    This factory allows registration and creation of visualizers based on
+    the visualization type. It uses the singleton pattern to ensure only
+    one instance exists throughout the application.
+
+    The factory comes pre-registered with built-in visualizers:
+        - POINT_CLOUD: PointCloudVisualizer
+        - VOXEL: VoxelVisualizer
+        - SPHERE: SphereVisualizer
+
+    Additional visualizers can be registered using register_visualizer().
+
+    Examples:
+        >>> factory = VisualizerFactory()
+        >>> visualizer = factory.create_visualizer(
+        ...     VisualizationType.POINT_CLOUD,
+        ...     backend='open3d'
+        ... )
+        >>> isinstance(visualizer, PointCloudVisualizer)
+        True
+
+        >>> # Register custom visualizer
+        >>> factory.register_visualizer("custom", CustomVisualizer)
+        >>> custom_viz = factory.create_visualizer("custom")
+    """
+
+    _instance: VisualizerFactory | None = None
+    _lock: Lock = Lock()
+
+    def __new__(cls):
+        """Create or return the singleton instance.
+
+        Returns:
+            The singleton VisualizerFactory instance.
+        """
+        if cls._instance is None:
+            with cls._lock:
+                # Double-checked locking
+                if cls._instance is None:
+                    cls._instance = super(VisualizerFactory, cls).__new__(cls)
+                    cls._instance._initialized = False
+        return cls._instance
+
+    def __init__(self):
+        """Initialize the factory with built-in visualizers.
+
+        This method only runs once due to the singleton pattern.
+        """
+        # Prevent re-initialization
+        if self._initialized:
+            return
+
+        self._visualizers: Dict[str, Type[BaseVisualizer]] = {}
+        self._register_builtin_visualizers()
+        self._initialized = True
+
+    def _register_builtin_visualizers(self) -> None:
+        """Register the built-in visualizers."""
+        self._visualizers[VisualizationType.POINT_CLOUD.value] = PointCloudVisualizer
+        self._visualizers[VisualizationType.VOXEL.value] = VoxelVisualizer
+        self._visualizers[VisualizationType.SPHERE.value] = SphereVisualizer
+        self._visualizers[VisualizationType.AXIS.value] = AxisVisualizer
+
+        logger.log_debug(
+            f"Registered built-in visualizers: {list(self._visualizers.keys())}"
+        )
+
+    def register_visualizer(
+        self, name: str, visualizer_class: Type[BaseVisualizer]
+    ) -> None:
+        """Register a new visualizer class.
+
+        Args:
+            name: String identifier for the visualizer type.
+            visualizer_class: The visualizer class to register.
+                Must inherit from BaseVisualizer.
+
+        Raises:
+            TypeError: If visualizer_class is not a subclass of BaseVisualizer.
+
+        Examples:
+            >>> factory = VisualizerFactory()
+            >>> factory.register_visualizer("my_viz", MyVisualizerClass)
+        """
+        if not issubclass(visualizer_class, BaseVisualizer):
+            raise TypeError(
+                f"visualizer_class must be a subclass of BaseVisualizer, "
+                f"got {visualizer_class}"
+            )
+
+        if name in self._visualizers:
+            logger.log_warning(
+                f"Visualizer '{name}' already registered. "
+                f"Overwriting with {visualizer_class.__name__}."
+            )
+
+        self._visualizers[name] = visualizer_class
+        logger.log_info(f"Registered visualizer '{name}': {visualizer_class.__name__}")
+
+    def create_visualizer(
+        self, viz_type: VisualizationType | str | None = None, **kwargs: Any
+    ) -> BaseVisualizer:
+        """Create a visualizer instance based on the type.
+
+        Args:
+            viz_type: The visualization type to use. Can be a VisualizationType enum
+                or a string identifier. If None, defaults to POINT_CLOUD.
+            **kwargs: Additional keyword arguments to pass to the visualizer constructor.
+                Common arguments include:
+                    - backend: Visualization backend ('open3d', 'matplotlib', 'data')
+                              'data' backend returns processed data without visualization
+                    - voxel_size: For VoxelVisualizer
+                    - sphere_radius: For SphereVisualizer
+                    - point_size: For PointCloudVisualizer
+
+        Returns:
+            An instance of the requested visualizer.
+
+        Raises:
+            ValueError: If the visualization type is not registered.
+
+        Examples:
+            >>> factory = VisualizerFactory()
+            >>> viz = factory.create_visualizer(
+            ...     VisualizationType.POINT_CLOUD,
+            ...     backend='open3d'
+            ... )
+            >>> viz = factory.create_visualizer("voxel", voxel_size=0.02)
+            >>> viz = factory.create_visualizer()  # Uses default (POINT_CLOUD)
+        """
+        # Default to POINT_CLOUD if no type specified
+        if viz_type is None:
+            viz_type = VisualizationType.POINT_CLOUD
+
+        # Convert enum to string if necessary
+        if isinstance(viz_type, VisualizationType):
+            type_name = viz_type.value
+        else:
+            type_name = viz_type
+
+        # Check if type is registered
+        if type_name not in self._visualizers:
+            available = list(self._visualizers.keys())
+            raise ValueError(
+                f"Unknown visualization type: '{type_name}'. "
+                f"Available types: {available}. "
+                f"You can register a custom visualizer using register_visualizer()."
+            )
+
+        # Create and return visualizer instance
+        visualizer_class = self._visualizers[type_name]
+        visualizer = visualizer_class(**kwargs)
+
+        logger.log_info(
+            f"Created visualizer: {visualizer_class.__name__} with kwargs: {kwargs}"
+        )
+
+        return visualizer
+
+    def list_available_types(self) -> list[str]:
+        """List all registered visualization types.
+
+        Returns:
+            List of registered type names.
+        """
+        return list(self._visualizers.keys())
+
+    def is_registered(self, viz_type: VisualizationType | str) -> bool:
+        """Check if a visualization type is registered.
+
+        Args:
+            viz_type: The visualization type to check.
+
+        Returns:
+            True if the type is registered, False otherwise.
+        """
+        if isinstance(viz_type, VisualizationType):
+            type_name = viz_type.value
+        else:
+            type_name = viz_type
+
+        return type_name in self._visualizers
+
+    @classmethod
+    def reset_instance(cls) -> None:
+        """Reset the singleton instance (mainly for testing).
+
+        Warning:
+            This should only be used in testing scenarios.
+        """
+        with cls._lock:
+            cls._instance = None
+
+    def __repr__(self) -> str:
+        """String representation of the factory."""
+        types = self.list_available_types()
+        return f"VisualizerFactory(types={types})"
+
+
+# Convenience function for creating visualizers
+def create_visualizer(
+    viz_type: VisualizationType | str | None = None, **kwargs: Any
+) -> BaseVisualizer:
+    """Convenience function to create a visualizer.
+
+    This is a shorthand for VisualizerFactory().create_visualizer().
+
+    Args:
+        viz_type: The visualization type to use.
+        **kwargs: Additional keyword arguments to pass to the visualizer constructor.
+
+    Returns:
+        An instance of the requested visualizer.
+
+    Examples:
+        >>> viz = create_visualizer(VisualizationType.POINT_CLOUD, backend='open3d')
+        >>> viz = create_visualizer("voxel", voxel_size=0.02)
+    """
+    factory = VisualizerFactory()
+    return factory.create_visualizer(viz_type, **kwargs)
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/visualizers/voxel_visualizer.py b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/voxel_visualizer.py
new file mode 100644
index 00000000..0324a2f3
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/voxel_visualizer.py
@@ -0,0 +1,342 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import numpy as np
+import torch
+from typing import Union, Any, Dict
+from pathlib import Path
+
+from embodichain.lab.sim.utility.workspace_analyzer.configs import (
+    VisualizationType,
+)
+
+from embodichain.lab.sim.utility.workspace_analyzer.visualizers.base_visualizer import (
+    BaseVisualizer,
+    OPEN3D_AVAILABLE,
+)
+
+if OPEN3D_AVAILABLE:
+    import open3d as o3d
+
+from embodichain.utils import logger
+
+
+__all__ = ["VoxelVisualizer"]
+
+
+class VoxelVisualizer(BaseVisualizer):
+    """Voxel grid visualizer using Open3D or matplotlib.
+
+    Attributes:
+        voxel_size: Size of each voxel cube.
+    """
+
+    def __init__(
+        self,
+        backend: str = "sim_manager",
+        voxel_size: float = 0.01,
+        config: Dict[str, Any] | None = None,
+        sim_manager: Any | None = None,
+        control_part_name: str | None = None,
+    ):
+        """Initialize the voxel visualizer.
+
+        Args:
+            backend: Visualization backend ('sim_manager', 'open3d', 'matplotlib', or 'data').
+                    Defaults to 'sim_manager'. 'data' backend returns voxelized data without visualization.
+            voxel_size: Size of each voxel. Defaults to 0.01.
+            config: Optional configuration dictionary. Defaults to None.
+            sim_manager: SimulationManager instance for 'sim_manager' backend. Defaults to None.
+            control_part_name: Control part name for naming. Defaults to None.
+        """
+        super().__init__(backend, config)
+        self.voxel_size = voxel_size
+        self.sim_manager = sim_manager
+        self.control_part_name = control_part_name
+
+    def visualize(
+        self,
+        points: Union[torch.Tensor, np.ndarray],
+        colors: Union[torch.Tensor, np.ndarray] | None = None,
+        **kwargs: Any,
+    ) -> Any:
+        """Visualize points as a voxel grid.
+
+        Args:
+            points: Array of shape (N, 3) containing point positions.
+            colors: Optional array of shape (N, 3) or (N, 4) containing colors.
+            **kwargs: Additional visualization parameters:
+                - voxel_size: Override default voxel size
+        Returns:
+            Open3D VoxelGrid geometry or matplotlib figure.
+
+        Examples:
+            >>> visualizer = VoxelVisualizer(voxel_size=0.02)
+            >>> points = np.random.rand(1000, 3)
+            >>> voxel_grid = visualizer.visualize(points)
+            >>> visualizer.show()
+        """
+        # Convert to numpy
+        points = self._to_numpy(points)
+        self._validate_points(points)
+
+        # Get visualization parameters
+        voxel_size = kwargs.get("voxel_size", self.voxel_size)
+
+        # Validate and prepare colors
+        colors = self._validate_colors(colors, len(points))
+        if colors is None:
+            colors = self._get_default_colors(len(points))
+
+        # Convert to RGB if RGBA
+        if colors.shape[1] == 4:
+            colors = colors[:, :3]
+
+        if self.backend == "data":
+            # Return voxelized data
+            voxel_data = self._create_voxel_data(points, colors, voxel_size)
+            self._last_visualization = {"data": voxel_data}
+            return voxel_data
+        elif self.backend == "sim_manager":
+            voxels_handle = self._create_sim_manager_voxels(points, colors, voxel_size)
+            self._last_visualization = {
+                "voxels_handle": voxels_handle,
+                "voxel_size": voxel_size,
+            }
+            return voxels_handle
+        elif self.backend == "open3d":
+            voxel_grid = self._create_open3d_voxel_grid(points, colors, voxel_size)
+            self._last_visualization = {
+                "voxel_grid": voxel_grid,
+                "voxel_size": voxel_size,
+            }
+            return voxel_grid
+        elif self.backend == "matplotlib":
+            fig = self._create_matplotlib_voxel_grid(points, colors, voxel_size)
+            self._last_visualization = {"figure": fig}
+            return fig
+        else:
+            raise ValueError(f"Unsupported backend: {self.backend}")
+
+    def _create_sim_manager_voxels(
+        self, points: np.ndarray, colors: np.ndarray, voxel_size: float
+    ) -> Any:
+        if self.sim_manager is None:
+            raise ValueError("sim_manager is required for 'sim_manager' backend")
+
+        # Get simulation env
+        env = self.sim_manager.get_env()
+        if env is None:
+            raise RuntimeError("Simulation manager has no active env")
+
+        cube_handles = []
+        for i, point in enumerate(points):
+            cube_handle = env.create_cube(l=voxel_size, w=voxel_size, h=voxel_size)
+            cube_handle.set_location(float(point[0]), float(point[1]), float(point[2]))
+            # TODO: Unsupported in current sim_manager API
+            # cube_handle.set_color(colors[i].tolist())
+            cube_handle.set_name(f"workspace_cube_{i}")
+            cube_handles.append(cube_handle)
+
+        logger.log_info(f"Created {len(points)} cubes with size={voxel_size}")
+
+        return cube_handles
+
+    def _create_open3d_voxel_grid(
+        self, points: np.ndarray, colors: np.ndarray, voxel_size: float
+    ) -> "o3d.geometry.VoxelGrid":
+        # First create a point cloud
+        pcd = o3d.geometry.PointCloud()
+        pcd.points = o3d.utility.Vector3dVector(points)
+        pcd.colors = o3d.utility.Vector3dVector(colors)
+
+        # Convert to voxel grid
+        voxel_grid = o3d.geometry.VoxelGrid.create_from_point_cloud(
+            pcd, voxel_size=voxel_size
+        )
+
+        num_voxels = len(voxel_grid.get_voxels())
+        logger.log_info(
+            f"Created voxel grid with {num_voxels} voxels " f"(voxel_size={voxel_size})"
+        )
+
+        return voxel_grid
+
+    def _create_voxel_data(
+        self, points: np.ndarray, colors: np.ndarray, voxel_size: float
+    ) -> Dict[str, Any]:
+        # Discretize points to voxel grid
+        min_bounds = points.min(axis=0)
+        max_bounds = points.max(axis=0)
+
+        # Create voxel indices
+        voxel_indices = np.floor((points - min_bounds) / voxel_size).astype(int)
+
+        # Create unique voxels with averaged colors
+        unique_voxels = {}
+        for idx, color in zip(voxel_indices, colors):
+            key = tuple(idx)
+            if key not in unique_voxels:
+                unique_voxels[key] = []
+            unique_voxels[key].append(color)
+
+        # Average colors for each voxel
+        voxel_positions = []
+        voxel_colors = []
+        voxel_indices_list = []
+        for idx, color_list in unique_voxels.items():
+            voxel_positions.append(np.array(idx) * voxel_size + min_bounds)
+            voxel_colors.append(np.mean(color_list, axis=0))
+            voxel_indices_list.append(idx)
+
+        data = {
+            "voxel_positions": np.array(voxel_positions),
+            "voxel_colors": np.array(voxel_colors),
+            "voxel_indices": np.array(voxel_indices_list),
+            "voxel_size": voxel_size,
+            "min_bounds": min_bounds,
+            "max_bounds": max_bounds,
+            "num_voxels": len(unique_voxels),
+            "type": "voxel_grid",
+        }
+
+        logger.log_info(
+            f"Created voxel data with {data['num_voxels']} voxels "
+            f"(voxel_size={voxel_size})"
+        )
+
+        return data
+
+    def _create_matplotlib_voxel_grid(
+        self, points: np.ndarray, colors: np.ndarray, voxel_size: float
+    ):
+        import matplotlib.pyplot as plt
+        from mpl_toolkits.mplot3d import Axes3D
+
+        # Discretize points to voxel grid
+        min_bounds = points.min(axis=0)
+
+        # Create voxel indices
+        voxel_indices = np.floor((points - min_bounds) / voxel_size).astype(int)
+
+        # Create unique voxels with averaged colors
+        unique_voxels = {}
+        for idx, color in zip(voxel_indices, colors):
+            key = tuple(idx)
+            if key not in unique_voxels:
+                unique_voxels[key] = []
+            unique_voxels[key].append(color)
+
+        # Average colors for each voxel
+        voxel_positions = []
+        voxel_colors = []
+        for idx, color_list in unique_voxels.items():
+            voxel_positions.append(np.array(idx) * voxel_size + min_bounds)
+            voxel_colors.append(np.mean(color_list, axis=0))
+
+        voxel_positions = np.array(voxel_positions)
+        voxel_colors = np.array(voxel_colors)
+
+        # Create figure
+        fig = plt.figure(figsize=(10, 8))
+        ax = fig.add_subplot(111, projection="3d")
+
+        # Plot voxels as cubes
+        ax.scatter(
+            voxel_positions[:, 0],
+            voxel_positions[:, 1],
+            voxel_positions[:, 2],
+            c=voxel_colors,
+            s=100,
+            marker="s",
+            alpha=0.8,
+        )
+
+        ax.set_xlabel("X")
+        ax.set_ylabel("Y")
+        ax.set_zlabel("Z")
+        ax.set_title(f"Workspace Voxel Grid (size={voxel_size:.4f})")
+
+        return fig
+
+    def _save_impl(self, filepath: Path, **kwargs: Any) -> None:
+        if self.backend == "data":
+            # Save voxel data
+            data = self._last_visualization["data"]
+            np.savez(filepath, **data)
+        elif self.backend == "open3d":
+            voxel_grid = self._last_visualization["voxel_grid"]
+
+            # Determine file format from extension
+            suffix = filepath.suffix.lower()
+            if suffix in [".ply"]:
+                # Extract voxel centers and save as point cloud
+                voxels = voxel_grid.get_voxels()
+                points = np.array(
+                    [
+                        voxel_grid.origin + voxel.grid_index * voxel_grid.voxel_size
+                        for voxel in voxels
+                    ]
+                )
+                colors = np.array([voxel.color for voxel in voxels])
+
+                pcd = o3d.geometry.PointCloud()
+                pcd.points = o3d.utility.Vector3dVector(points)
+                pcd.colors = o3d.utility.Vector3dVector(colors)
+                o3d.io.write_point_cloud(str(filepath), pcd)
+            elif suffix in [".png", ".jpg", ".jpeg"]:
+                # Render to image
+                vis = o3d.visualization.Visualizer()
+                vis.create_window(visible=False)
+                vis.add_geometry(voxel_grid)
+
+                # Coordinate frame removed - implement separately if needed
+
+                vis.update_geometry(voxel_grid)
+                vis.poll_events()
+                vis.update_renderer()
+                vis.capture_screen_image(str(filepath))
+                vis.destroy_window()
+            else:
+                raise ValueError(
+                    f"Unsupported file format: {suffix}. " f"Use .ply, .png, .jpg"
+                )
+
+        elif self.backend == "matplotlib":
+            fig = self._last_visualization["figure"]
+            fig.savefig(filepath, dpi=300, bbox_inches="tight")
+
+    def _show_impl(self, **kwargs: Any) -> None:
+        if self.backend == "data":
+            logger.log_warning(
+                "Cannot display visualization with 'data' backend. "
+                "Use 'open3d' or 'matplotlib' backend for interactive display."
+            )
+            return
+        elif self.backend == "open3d":
+            geometries = [self._last_visualization["voxel_grid"]]
+
+            # Coordinate frame removed - implement separately if needed
+
+            o3d.visualization.draw_geometries(geometries)
+
+        elif self.backend == "matplotlib":
+            import matplotlib.pyplot as plt
+
+            plt.show()
+
+    def get_type_name(self) -> str:
+        return VisualizationType.VOXEL.value
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/workspace_analyzer.py b/embodichain/lab/sim/utility/workspace_analyzer/workspace_analyzer.py
new file mode 100644
index 00000000..41fdc1fe
--- /dev/null
+++ b/embodichain/lab/sim/utility/workspace_analyzer/workspace_analyzer.py
@@ -0,0 +1,2151 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import time
+import torch
+import numpy as np
+
+from tqdm import tqdm
+from enum import Enum
+from pathlib import Path
+from dataclasses import dataclass
+from contextlib import contextmanager
+from typing import List, Tuple, Dict, Any
+import os
+import sys
+
+try:
+    import psutil
+except ImportError:
+    psutil = None
+
+from embodichain.lab.sim import SimulationManager
+from embodichain.lab.sim.objects.robot import Robot
+
+from embodichain.lab.sim.utility.workspace_analyzer.configs import (
+    CacheConfig,
+    DimensionConstraint,
+    SamplingConfig,
+    VisualizationType,
+    VisualizationConfig,
+    MetricConfig,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.samplers import (
+    SamplerFactory,
+    BaseSampler,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.caches import CacheManager
+from embodichain.lab.sim.utility.workspace_analyzer.constraints import (
+    WorkspaceConstraintChecker,
+)
+
+from embodichain.utils import logger
+
+__all__ = [
+    "AnalysisMode",
+    "WorkspaceAnalyzerConfig",
+    "WorkspaceAnalyzer",
+]
+
+
+class AnalysisMode(Enum):
+    """Workspace analysis mode."""
+
+    JOINT_SPACE = "joint_space"
+    """Sample in joint space, compute FK to get workspace points."""
+
+    CARTESIAN_SPACE = "cartesian_space"
+    """Sample in Cartesian space, compute IK to verify reachability."""
+
+    PLANE_SAMPLING = "plane_sampling"
+    """Sample on a specific plane within Cartesian space."""
+
+
+@dataclass
+class WorkspaceAnalyzerConfig:
+    """Complete configuration for workspace analyzer."""
+
+    mode: AnalysisMode = AnalysisMode.JOINT_SPACE
+    """Analysis mode: joint space or Cartesian space sampling."""
+
+    sampling: SamplingConfig = None
+    """Sampling configuration."""
+    cache: CacheConfig = None
+    """Cache configuration."""
+    constraint: DimensionConstraint = None
+    """Dimension constraint configuration."""
+    visualization: VisualizationConfig = None
+    """Visualization configuration."""
+    metric: MetricConfig = None
+    """Metric configuration."""
+
+    ik_samples_per_point: int = 1
+    """For Cartesian mode: number of random joint seeds to try for each Cartesian point."""
+    reference_pose: Any | None = None
+    """Optional reference pose (4x4 matrix) for IK target orientation. If None, uses current robot pose."""
+    control_part_name: str | None = None
+    """Name of the control part (e.g., 'left_arm', 'right_arm'). If None, uses the default solver or first available control part."""
+
+    # Plane sampling parameters
+    enable_plane_sampling: bool = False
+    """Whether to enable plane sampling functionality (uses existing samplers directly)"""
+
+    plane_normal: torch.Tensor | None = None
+    """Normal vector of the plane for plane sampling [nx, ny, nz]"""
+
+    plane_point: torch.Tensor | None = None
+    """A point on the plane for plane sampling [x, y, z]"""
+
+    plane_bounds: torch.Tensor | None = None
+    """Bounds for 2D plane coordinates [[u_min, u_max], [v_min, v_max]]"""
+
+    # Geometric constraint parameters for sampling
+    constraint_type: str | None = None
+    """Type of geometric constraint: 'box', 'sphere', None. If None, no constraint applied."""
+
+    constraint_bounds: torch.Tensor | None = None
+    """Bounds for constraint: For box: [[x_min, x_max], [y_min, y_max], ...]. For sphere: used to auto-calculate radius if sphere_radius is None."""
+
+    sphere_center: torch.Tensor | None = None
+    """Center point for sphere constraint [x, y, z, ...]. If None and constraint_type='sphere', calculated from constraint_bounds."""
+
+    sphere_radius: float | None = None
+    """Radius for sphere constraint. If None and constraint_type='sphere', auto-calculated from constraint_bounds."""
+
+    sphere_radius_mode: str = "inscribed"
+    """Mode for auto-calculating sphere radius from bounds: 'inscribed' or 'circumscribed'. Only used if sphere_radius is None."""
+
+    def __post_init__(self):
+        """Initialize sub-configs with defaults if not provided."""
+        if self.sampling is None:
+            self.sampling = SamplingConfig()
+        if self.cache is None:
+            self.cache = CacheConfig()
+        if self.constraint is None:
+            self.constraint = DimensionConstraint()
+        if self.visualization is None:
+            self.visualization = VisualizationConfig()
+        if self.metric is None:
+            self.metric = MetricConfig()
+
+
+class WorkspaceAnalyzer:
+    """Main workspace analyzer class for robotic manipulation.
+
+    Analyzes the reachable workspace of a robot by sampling joint configurations,
+    computing forward kinematics, and generating metrics and visualizations.
+
+    Note:
+        Currently designed for single environment operation (num_envs=1). When multiple
+        environments are present, the analyzer will use the first environment (index 0)
+        and log appropriate warnings. Multi-environment support will be added in future versions.
+    """
+
+    # Default priority order for control parts selection
+    DEFAULT_CONTROL_PART_PRIORITY = ["left_arm", "right_arm"]
+
+    def __init__(
+        self,
+        robot: Robot,
+        config: WorkspaceAnalyzerConfig | None = None,
+        sim_manager: SimulationManager | None = None,
+    ):
+        """Initialize the workspace analyzer.
+
+        Args:
+            robot: Robot instance to analyze.
+            config: Configuration object. If None, uses defaults.
+            sim_manager: SimulationManager instance. Defaults None.
+        """
+        self.robot = robot
+        self.config = config or WorkspaceAnalyzerConfig()
+        self.sim_manager = sim_manager
+
+        # Check multi-environment compatibility and add protection
+        self._check_num_envs_compatibility()
+
+        # Use sim_manager's device if available, otherwise default to CPU
+        self.device = (
+            sim_manager.device if sim_manager is not None else torch.device("cpu")
+        )
+
+        # Determine control part name from config
+        self.control_part_name = self._determine_control_part(
+            self.config.control_part_name
+        )
+
+        # Extract joint limits from robot
+        self._setup_joint_limits()
+
+        # Initialize components
+        self.sampler = self._create_sampler()
+        self.cache = self._create_cache()
+        self.constraint_checker = self._create_constraint_checker()
+
+        # Storage for analysis results
+        self.workspace_points: torch.Tensor | None = None
+        self.joint_configurations: torch.Tensor | None = None
+        self.metrics_results: Dict[str, Any] = {}
+        self.current_mode: AnalysisMode | None = None
+        self.success_rates: torch.Tensor | None = None
+
+    def _determine_control_part(self, control_part_name: str | None) -> str | None:
+        """Determine the control part name to use.
+
+        Args:
+            control_part_name: User-specified control part name, or None.
+
+        Returns:
+            The control part name to use, or None for default solver.
+        """
+        if control_part_name is not None:
+            # User explicitly specified a control part
+            logger.log_info(f"Using user-specified control part: {control_part_name}")
+            return control_part_name
+
+        # Try to find a suitable default control part
+        if hasattr(self.robot, "cfg") and hasattr(self.robot.cfg, "control_parts"):
+            control_parts = self.robot.cfg.control_parts
+            if control_parts:
+                # Try priority parts first
+                for part in self.DEFAULT_CONTROL_PART_PRIORITY:
+                    if part in control_parts:
+                        logger.log_info(f"Auto-selected control part: {part}")
+                        return part
+
+                # If no priority part found, use the first available
+                first_part = next(iter(control_parts.keys()))
+                logger.log_info(
+                    f"Auto-selected first available control part: {first_part}"
+                )
+                return first_part
+
+        # Fall back to None (will use default solver)
+        logger.log_info("No specific control part specified, using default solver")
+        return None
+
+    def _check_num_envs_compatibility(self) -> None:
+        """Check multi-environment compatibility and provide appropriate warnings.
+
+        WorkspaceAnalyzer is currently designed for num_envs=1. If multiple environments
+        are present, it will use the first environment and log appropriate warnings.
+        """
+        if self.sim_manager is None:
+            # No sim_manager provided, cannot check num_envs
+            logger.log_debug(
+                "No SimulationManager provided, assuming single environment setup"
+            )
+            return
+
+        num_envs = self.sim_manager.num_envs
+
+        if num_envs == 1:
+            logger.log_debug(
+                "WorkspaceAnalyzer initialized with single environment (num_envs=1)"
+            )
+        else:
+            logger.log_warning(
+                f"WorkspaceAnalyzer is currently designed for single environment operation (num_envs=1), "
+                f"but {num_envs} environments detected. Will use the first environment (index 0) for analysis. "
+                f"Multi-environment support will be added in future versions."
+            )
+            logger.log_info("Using environment index 0 for workspace analysis")
+
+    def _setup_joint_limits(self) -> None:
+        """Extract and setup joint limits from the robot."""
+        # Get all joint limits from robot (using first entity/environment)
+        all_joint_limits = self.robot.body_data.qpos_limits[0]
+
+        # If control_part_name is specified, get only the joints for that part
+        if self.control_part_name is not None:
+            joint_ids = self.robot.get_joint_ids(self.control_part_name)
+            self.qpos_limits = all_joint_limits[joint_ids]
+            logger.log_info(
+                f"Using {len(joint_ids)} joints from control part '{self.control_part_name}'"
+            )
+        else:
+            # Use all joints
+            self.qpos_limits = all_joint_limits
+            logger.log_info("Using all robot joints (no control part specified)")
+
+        # Apply scaling factor if specified
+        if self.config.constraint.joint_limits_scale != 1.0:
+            scale = self.config.constraint.joint_limits_scale
+            center = (self.qpos_limits[:, 0] + self.qpos_limits[:, 1]) / 2
+            range_half = (self.qpos_limits[:, 1] - self.qpos_limits[:, 0]) / 2 * scale
+
+            self.qpos_limits[:, 0] = center - range_half
+            self.qpos_limits[:, 1] = center + range_half
+
+            logger.log_info(f"Joint limits scaled by factor: {scale}")
+
+        self.num_joints = len(self.qpos_limits)
+        logger.log_debug(f"Number of joints: {self.num_joints}")
+
+    def _create_sampler(self) -> BaseSampler:
+        """Create sampler based on configuration."""
+        factory = SamplerFactory()
+
+        return factory.create_sampler(
+            strategy=self.config.sampling.strategy,
+            seed=self.config.sampling.seed,
+        )
+
+    # Note: Geometric constraint creation methods temporarily removed
+
+    # Note: Explicit constraint creation temporarily removed
+
+    def _compute_dynamic_workspace_bounds(self) -> torch.Tensor:
+        """Compute workspace bounds dynamically from joint space FK.
+
+        Returns:
+            Tensor of shape (3, 2) representing [[x_min, x_max], [y_min, y_max], [z_min, z_max]]
+        """
+        logger.log_info("Computing workspace bounds dynamically from joint space FK...")
+
+        # Create a temporary sampler without constraints for initial FK computation
+        from embodichain.lab.sim.utility.workspace_analyzer.samplers import (
+            RandomSampler,
+        )
+
+        temp_sampler = RandomSampler(seed=self.config.sampling.seed)
+
+        # Sample joint space to compute FK bounds
+        joint_samples = temp_sampler.sample(num_samples=1000, bounds=self.qpos_limits)
+
+        # Compute FK for all samples with progress tracking
+        workspace_pts_list = []
+
+        pbar = self._create_optimized_tqdm(
+            range(len(joint_samples)),
+            desc="Computing Workspace Bounds (FK)",
+            unit="cfg",
+            color="cyan",
+            emoji="📏",
+        )
+
+        successful_fk = 0
+        for i in pbar:
+            qpos = joint_samples[i : i + 1]  # Keep batch dimension
+            try:
+                pose = self.robot.compute_fk(
+                    qpos=qpos,
+                    name=self.control_part_name,
+                    to_matrix=True,
+                )
+                position = pose[:, :3, 3]  # Extract position
+                workspace_pts_list.append(position)
+                successful_fk += 1
+            except Exception:
+                continue
+
+            # Update progress bar with success rate
+            self._update_progress_with_stats(
+                pbar, i, successful_fk, metric_name="FK success", show_rate=True
+            )
+
+        if workspace_pts_list:
+            workspace_pts = torch.cat(workspace_pts_list, dim=0)
+            # Compute min/max bounds for each dimension
+            min_bounds = workspace_pts.min(dim=0).values
+            max_bounds = workspace_pts.max(dim=0).values
+
+            # Add margin (10%)
+            margin = (max_bounds - min_bounds) * 0.1
+            min_bounds = min_bounds - margin
+            max_bounds = max_bounds + margin
+
+            # Create bounds tensor: [[x_min, x_max], [y_min, y_max], [z_min, z_max]]
+            bounds = torch.stack([min_bounds, max_bounds], dim=1)
+
+            logger.log_info(
+                f"Computed workspace bounds from {len(workspace_pts)} FK samples:\n"
+                f"\t X: [{min_bounds[0]:.3f}, {max_bounds[0]:.3f}] m\n"
+                f"\t Y: [{min_bounds[1]:.3f}, {max_bounds[1]:.3f}] m\n"
+                f"\t Z: [{min_bounds[2]:.3f}, {max_bounds[2]:.3f}] m"
+            )
+            return bounds
+        else:
+            # Fallback to default bounds if FK computation fails
+            logger.log_warning("FK computation failed, using fallback bounds")
+            return torch.tensor(
+                [[-1.0, 1.0], [-1.0, 1.0], [0.0, 2.0]], device=self.device
+            )
+
+    def _create_cache(self):
+        """Create cache manager based on configuration."""
+        if not self.config.cache.enabled:
+            return None
+        return CacheManager.create_cache_from_config(self.config.cache)
+
+    def _create_constraint_checker(self) -> WorkspaceConstraintChecker:
+        """Create constraint checker based on configuration."""
+        return WorkspaceConstraintChecker.from_config(
+            self.config.constraint, device=self.device
+        )
+
+    def _create_optimized_tqdm(
+        self, iterable, desc: str, unit: str, color: str = "blue", emoji: str = "⚡"
+    ):
+        """Create an optimized tqdm progress bar with adaptive updates and smart formatting.
+
+        Args:
+            iterable: The iterable to track progress for
+            desc: Description text
+            unit: Unit name (e.g., 'cfg', 'pt')
+            color: Progress bar color
+            emoji: Emoji for the description
+
+        Returns:
+            Configured tqdm instance
+        """
+        total = len(iterable) if hasattr(iterable, "__len__") else None
+
+        # Adaptive parameters based on total count
+        if total:
+            if total < 100:
+                mininterval, maxinterval = 0.1, 1.0
+                smoothing = 0.1
+            elif total < 1000:
+                mininterval, maxinterval = 0.2, 2.0
+                smoothing = 0.05
+            else:
+                mininterval, maxinterval = 0.5, 5.0
+                smoothing = 0.02
+        else:
+            mininterval, maxinterval = 0.5, 5.0
+            smoothing = 0.05
+
+        # Terminal width detection
+        try:
+            terminal_width = os.get_terminal_size().columns
+            ncols = min(120, max(80, terminal_width - 10))
+        except OSError:
+            # Terminal size unavailable (e.g., non-terminal environment)
+            ncols = 100
+
+        # Color codes for different states
+        color_codes = {
+            "blue": "\033[34m",
+            "cyan": "\033[36m",
+            "magenta": "\033[35m",
+            "green": "\033[32m",
+            "yellow": "\033[33m",
+            "red": "\033[31m",
+        }
+
+        # Enhanced bar format with better spacing
+        bar_format = (
+            f"{color_codes.get(color, '')}{{desc}}\033[0m: "
+            f"{{percentage:3.0f}}%|{{bar}}| {{n_fmt}}/{{total_fmt}} "
+            f"[{{elapsed}}<{{remaining}}, {{rate_fmt}}{{postfix}}]"
+        )
+
+        # Performance-aware tqdm configuration
+        pbar = tqdm(
+            iterable,
+            desc=f"{emoji} {desc}",
+            unit=unit,
+            unit_scale=True,
+            smoothing=smoothing,
+            mininterval=mininterval,
+            maxinterval=maxinterval,
+            bar_format=bar_format,
+            ncols=ncols,
+            dynamic_ncols=True,
+            colour=color,
+            leave=True,
+            ascii=False if sys.stdout.encoding == "utf-8" else True,
+            # Advanced features
+            position=0,  # Top position for multiple bars
+            file=sys.stdout,
+            disable=False,
+        )
+
+        # Add performance tracking attributes
+        pbar._start_time = time.time()
+        pbar._last_update = 0
+        pbar._update_count = 0
+
+        return pbar
+
+    def _update_progress_with_stats(
+        self,
+        pbar,
+        current_idx: int,
+        success_count: int,
+        metric_name: str = "success",
+        show_rate: bool = True,
+    ):
+        """Update progress bar with intelligent statistics and color coding.
+
+        Args:
+            pbar: tqdm progress bar instance
+            current_idx: Current iteration index
+            success_count: Number of successful operations
+            metric_name: Name of the metric being tracked
+            show_rate: Whether to show the success rate
+        """
+        if not show_rate:
+            return
+
+        total_processed = current_idx + 1
+        rate = (success_count / total_processed) * 100 if total_processed > 0 else 0
+
+        # Intelligent color coding with thresholds
+        if rate >= 85:
+            color, icon = "\033[92m", "🟢"  # Bright green, excellent
+        elif rate >= 70:
+            color, icon = "\033[32m", "✅"  # Green, good
+        elif rate >= 50:
+            color, icon = "\033[93m", "🟡"  # Bright yellow, moderate
+        elif rate >= 30:
+            color, icon = "\033[33m", "🟠"  # Yellow, low
+        else:
+            color, icon = "\033[91m", "🔴"  # Bright red, poor
+
+        # Adaptive display with performance metrics
+        current_time = time.time()
+
+        # Smart update throttling based on performance
+        if hasattr(pbar, "_last_update") and hasattr(pbar, "_update_count"):
+            time_since_last = current_time - pbar._last_update
+            pbar._update_count += 1
+
+            # Adaptive update frequency based on processing speed
+            if pbar._update_count > 100:  # After first 100 updates
+                avg_time_per_update = time_since_last / max(
+                    1,
+                    (
+                        pbar._update_count - pbar._last_update_count
+                        if hasattr(pbar, "_last_update_count")
+                        else 1
+                    ),
+                )
+                if avg_time_per_update < 0.01:  # Very fast processing
+                    update_threshold = 0.5  # Update every 0.5s
+                elif avg_time_per_update < 0.1:  # Medium speed
+                    update_threshold = 0.3  # Update every 0.3s
+                else:  # Slow processing
+                    update_threshold = 0.1  # Update every 0.1s
+
+                if time_since_last < update_threshold:
+                    return  # Skip update to reduce overhead
+
+            pbar._last_update = current_time
+            pbar._last_update_count = pbar._update_count
+
+        # Enhanced display with ETA and throughput
+        if total_processed < 10:
+            # Show individual counts for small numbers
+            stats = f" {icon} {success_count}/{total_processed}"
+        else:
+            # Show percentage and throughput for larger numbers
+            if hasattr(pbar, "_start_time"):
+                elapsed = current_time - pbar._start_time
+                throughput = total_processed / elapsed if elapsed > 0 else 0
+                if throughput > 10:
+                    stats = f" {icon} {color}{rate:.1f}%\033[0m {metric_name} ({throughput:.0f}/s)"
+                else:
+                    stats = f" {icon} {color}{rate:.1f}%\033[0m {metric_name} ({throughput:.1f}/s)"
+            else:
+                stats = f" {icon} {color}{rate:.1f}%\033[0m {metric_name}"
+
+        pbar.set_postfix_str(stats, refresh=False)
+
+    def sample_joint_space(self, num_samples: int | None = None) -> torch.Tensor:
+        """Sample joint configurations within joint limits.
+
+        Args:
+            num_samples: Number of samples to generate. If None, uses config value.
+
+        Returns:
+            Tensor of shape (num_samples, num_joints) containing joint configurations.
+        """
+        num_samples = num_samples or self.config.sampling.num_samples
+
+        # Performance-aware sampling with progress indication
+        start_time = time.time()
+
+        # Sample from joint space
+        joint_samples = self.sampler.sample(
+            bounds=self.qpos_limits, num_samples=num_samples
+        )
+
+        sampling_time = time.time() - start_time
+        samples_per_sec = (
+            num_samples / sampling_time if sampling_time > 0 else float("inf")
+        )
+
+        logger.log_info(
+            f"Generated {num_samples} joint space samples "
+            f"({samples_per_sec:.0f} samples/s)"
+        )
+        return joint_samples
+
+    def sample_cartesian_space(self, num_samples: int | None = None) -> torch.Tensor:
+        """Sample Cartesian positions within workspace bounds.
+
+        Args:
+            num_samples: Number of samples to generate. If None, uses config value.
+
+        Returns:
+            Tensor of shape (num_samples, 3) containing Cartesian positions.
+        """
+        num_samples = num_samples or self.config.sampling.num_samples
+
+        # Determine Cartesian bounds
+        if (
+            self.config.constraint.min_bounds is not None
+            and self.config.constraint.max_bounds is not None
+        ):
+            cartesian_bounds = torch.stack(
+                [
+                    torch.tensor(self.config.constraint.min_bounds, device=self.device),
+                    torch.tensor(self.config.constraint.max_bounds, device=self.device),
+                ],
+                dim=1,
+            )
+        else:
+            # Compute bounds from joint space FK using dedicated method
+            logger.log_info(
+                "No Cartesian bounds specified, computing from joint space..."
+            )
+            cartesian_bounds = self._compute_dynamic_workspace_bounds()
+
+        # Sample from Cartesian space using bounds
+        cartesian_samples = self.sampler.sample(
+            bounds=cartesian_bounds, num_samples=num_samples
+        )
+
+        # Check how many samples pass workspace constraints
+        valid_bounds = self.constraint_checker.check_bounds(cartesian_samples)
+        valid_collision = self.constraint_checker.check_collision(cartesian_samples)
+        valid_constraints = valid_bounds & valid_collision
+
+        constraint_pass_rate = valid_constraints.sum().item() / num_samples * 100
+        exclude_zones_count = self.constraint_checker.get_num_exclude_zones()
+
+        logger.log_info(
+            f"Generated {num_samples} Cartesian space samples. "
+            f"Constraint check: {valid_constraints.sum()}/{num_samples} "
+            f"({constraint_pass_rate:.1f}%) pass bounds+collision constraints "
+            f"({exclude_zones_count} exclude zones configured)"
+        )
+        return cartesian_samples
+
+    def sample_plane(
+        self,
+        num_samples: int | None = None,
+        plane_normal: torch.Tensor | None = None,
+        plane_point: torch.Tensor | None = None,
+        plane_bounds: torch.Tensor | None = None,
+    ) -> torch.Tensor:
+        """Sample points on a specified plane using existing samplers (ultra-simplified version).
+
+        Args:
+            num_samples: Number of samples to generate. If None, uses config value.
+            plane_normal: Plane normal vector [nx, ny, nz]. Defaults to [0,0,1] (XY plane).
+            plane_point: A point on the plane [x, y, z]. Defaults to [0,0,0].
+            plane_bounds: 2D bounds [[u_min, u_max], [v_min, v_max]]. Defaults to [[-1,1], [-1,1]].
+
+        Returns:
+            Tensor of shape (num_samples, 3) containing 3D points on the plane.
+        """
+        num_samples = num_samples or self.config.sampling.num_samples
+
+        # Set default values
+        if plane_normal is None:
+            plane_normal = torch.tensor([0.0, 0.0, 1.0], device=self.device)  # XY plane
+        else:
+            plane_normal = plane_normal.to(self.device) / torch.norm(
+                plane_normal.to(self.device)
+            )
+
+        if plane_point is None:
+            plane_point = torch.tensor([0.0, 0.0, 0.0], device=self.device)
+        else:
+            plane_point = plane_point.to(self.device)
+
+        if plane_bounds is None:
+            # Compute dynamic workspace bounds from joint space FK
+            dynamic_bounds_3d = self._compute_dynamic_workspace_bounds()
+
+            # Project 3D bounds to 2D plane coordinate system
+            plane_bounds = self._compute_plane_bounds_from_3d(
+                dynamic_bounds_3d, plane_normal, plane_point
+            )
+
+            logger.log_info(
+                f"Using dynamic plane bounds computed from FK: "
+                f"U: [{plane_bounds[0, 0]:.3f}, {plane_bounds[0, 1]:.3f}], "
+                f"V: [{plane_bounds[1, 0]:.3f}, {plane_bounds[1, 1]:.3f}] "
+                f"(projected to plane with normal {plane_normal.cpu().numpy()})"
+            )
+        else:
+            plane_bounds = plane_bounds.to(self.device)
+
+        # Generate 2D samples and convert to 3D
+        plane_samples_2d = self.sampler.sample(num_samples, bounds=plane_bounds)
+        plane_samples_3d = self._plane_to_world_optimized(
+            plane_samples_2d, plane_normal, plane_point
+        )
+
+        logger.log_info(
+            f"Generated {num_samples} plane samples using {self.sampler.get_strategy_name()}"
+        )
+
+        return plane_samples_3d
+
+    def _project_to_plane(
+        self,
+        points_3d: torch.Tensor,
+        plane_normal: torch.Tensor,
+        plane_point: torch.Tensor,
+    ) -> torch.Tensor:
+        """Project 3D points onto a specified plane.
+
+        Args:
+            points_3d: 3D points to project, shape (num_samples, 3)
+            plane_normal: Normal vector of the plane [nx, ny, nz]
+            plane_point: A point on the plane [x, y, z]
+
+        Returns:
+            Projected 3D points on the plane, shape (num_samples, 3)
+        """
+        # Normalize the plane normal
+        plane_normal = plane_normal / torch.norm(plane_normal)
+
+        # Vector from plane_point to each 3D point
+        vectors_to_points = points_3d - plane_point.unsqueeze(0)
+
+        # Project vectors onto plane normal (signed distance from plane)
+        distances = torch.sum(vectors_to_points * plane_normal.unsqueeze(0), dim=1)
+
+        # Project points onto plane by subtracting the normal component
+        projected_points = points_3d - distances.unsqueeze(1) * plane_normal.unsqueeze(
+            0
+        )
+
+        return projected_points
+
+    def _plane_to_world_optimized(
+        self,
+        plane_coords: torch.Tensor,
+        plane_normal: torch.Tensor,
+        plane_point: torch.Tensor,
+    ) -> torch.Tensor:
+        """Convert 2D plane coordinates to 3D world coordinates with optimized basis generation.
+
+        This method uses a more numerically stable approach to generate orthogonal basis vectors
+        and supports orientation optimization for better workspace coverage.
+
+        Args:
+            plane_coords: 2D coordinates on the plane, shape (num_samples, 2)
+            plane_normal: Normal vector of the plane [nx, ny, nz]
+            plane_point: A point on the plane [x, y, z]
+
+        Returns:
+            3D world coordinates, shape (num_samples, 3)
+        """
+        num_samples = plane_coords.shape[0]
+
+        # Generate orthogonal basis vectors using improved method
+        u, v = self._generate_orthogonal_basis(plane_normal)
+
+        # Convert 2D plane coordinates to 3D with vectorized operations
+        world_coords = (
+            plane_point.unsqueeze(0)
+            + plane_coords[:, 0:1]  # Base point broadcast to all samples
+            * u.unsqueeze(0)
+            + plane_coords[:, 1:2]  # First plane direction
+            * v.unsqueeze(0)  # Second plane direction
+        )
+
+        return world_coords
+
+    def _generate_orthogonal_basis(
+        self, plane_normal: torch.Tensor
+    ) -> Tuple[torch.Tensor, torch.Tensor]:
+        """Generate orthogonal basis vectors for a plane with improved numerical stability.
+
+        This method uses the most stable approach based on the plane normal direction
+        and optionally optimizes orientation for workspace coverage.
+
+        Args:
+            plane_normal: Normal vector of the plane [nx, ny, nz]
+
+        Returns:
+            Tuple of two orthogonal unit vectors (u, v) that span the plane
+        """
+        # Find the coordinate with smallest absolute value for numerical stability
+        abs_normal = torch.abs(plane_normal)
+        min_idx = torch.argmin(abs_normal)
+
+        # Create an arbitrary vector with 1 in the most stable coordinate
+        arbitrary = torch.zeros_like(plane_normal)
+        arbitrary[min_idx] = 1.0
+
+        # Generate first tangent vector using Gram-Schmidt
+        u = arbitrary - torch.dot(arbitrary, plane_normal) * plane_normal
+        u = u / torch.norm(u)
+
+        # Generate second tangent vector via cross product
+        v = torch.linalg.cross(plane_normal, u)
+        v = v / torch.norm(v)
+
+        return u, v
+
+    def _compute_plane_bounds_from_3d(
+        self,
+        bounds_3d: torch.Tensor,
+        plane_normal: torch.Tensor,
+        plane_point: torch.Tensor,
+    ) -> torch.Tensor:
+        """Project 3D workspace bounds to 2D plane coordinate system.
+
+        Args:
+            bounds_3d: 3D workspace bounds, shape (3, 2) representing
+                      [[x_min, x_max], [y_min, y_max], [z_min, z_max]]
+            plane_normal: Normal vector of the plane [nx, ny, nz]
+            plane_point: A point on the plane [x, y, z]
+
+        Returns:
+            2D plane bounds, shape (2, 2) representing [[u_min, u_max], [v_min, v_max]]
+        """
+        # Generate orthogonal basis vectors for the plane
+        u, v = self._generate_orthogonal_basis(plane_normal)
+
+        # Create all 8 corners of the 3D bounding box
+        corners_3d = []
+        for x in [bounds_3d[0, 0], bounds_3d[0, 1]]:  # x_min, x_max
+            for y in [bounds_3d[1, 0], bounds_3d[1, 1]]:  # y_min, y_max
+                for z in [bounds_3d[2, 0], bounds_3d[2, 1]]:  # z_min, z_max
+                    corners_3d.append(torch.tensor([x, y, z], device=self.device))
+
+        corners_3d = torch.stack(corners_3d)  # Shape: (8, 3)
+
+        # Project all corners to the plane coordinate system
+        # Transform from world coordinates to plane coordinates
+        corners_relative = corners_3d - plane_point.unsqueeze(
+            0
+        )  # Relative to plane point
+
+        # Project onto plane basis vectors
+        u_coords = torch.sum(corners_relative * u.unsqueeze(0), dim=1)  # Shape: (8,)
+        v_coords = torch.sum(corners_relative * v.unsqueeze(0), dim=1)  # Shape: (8,)
+
+        # Find min/max in both plane directions
+        u_min, u_max = u_coords.min(), u_coords.max()
+        v_min, v_max = v_coords.min(), v_coords.max()
+
+        # Create 2D plane bounds
+        plane_bounds = torch.tensor(
+            [[u_min, u_max], [v_min, v_max]], device=self.device
+        )
+
+        return plane_bounds
+
+    def _get_robot_base_position(self) -> torch.Tensor:
+        """Get the robot base position as default plane point.
+
+        Returns:
+            Robot base position as a 3D tensor
+        """
+        try:
+            # Try to get current robot pose (using first environment)
+            current_pose = self.robot.compute_fk(
+                qpos=self.robot.get_qpos()[None, :],  # Add batch dimension
+                name=self.control_part_name,
+                to_matrix=True,
+            )
+            # Use current end-effector position projected to a reasonable height
+            base_pos = current_pose[0, :3, 3].clone()
+            base_pos[2] = 0.0  # Project to ground plane
+            return base_pos
+        except Exception:
+            # Fallback to origin
+            return torch.tensor([0.0, 0.0, 0.0], device=self.device)
+
+    def _generate_plane_samples(
+        self,
+        plane_bounds: torch.Tensor,
+        num_samples: int,
+    ) -> torch.Tensor:
+        """Generate 2D plane samples using existing base sampler directly."""
+        return self.sampler.sample(num_samples, bounds=plane_bounds)
+
+    def compute_workspace_points(
+        self, joint_configs: torch.Tensor, batch_size: int | None = None
+    ) -> Tuple[torch.Tensor, torch.Tensor]:
+        """Compute end-effector positions for given joint configurations.
+
+        Args:
+            joint_configs: Joint configurations, shape (num_samples, num_joints).
+            batch_size: Batch size for FK computation. If None, uses config value.
+
+        Returns:
+            Tuple of:
+                - workspace_points: End-effector positions, shape (num_valid, 3)
+                - valid_configs: Valid joint configurations, shape (num_valid, num_joints)
+        """
+        num_samples = len(joint_configs)
+
+        workspace_points_list = []
+        valid_configs_list = []
+
+        logger.log_info(f"Computing FK for {num_samples} samples...")
+
+        # Track valid points for progress bar
+        total_valid = 0
+
+        # Robot expects one configuration at a time (batch_size from robot environments, not samples)
+        # Process each configuration individually
+        pbar = self._create_optimized_tqdm(
+            range(num_samples),
+            desc="Forward Kinematics",
+            unit="cfg",
+            color="cyan",
+            emoji="🤖",
+        )
+        for i in pbar:
+            qpos = joint_configs[i : i + 1]  # Keep batch dimension
+
+            try:
+                # Compute forward kinematics
+                pose = self.robot.compute_fk(
+                    qpos=qpos,
+                    name=self.control_part_name,
+                    to_matrix=True,
+                )
+
+                # Extract position (x, y, z)
+                position = pose[:, :3, 3]  # Shape: (1, 3)
+
+                # Filter by constraints (bounds + collision check)
+                valid_bounds = self.constraint_checker.check_bounds(position)
+                valid_collision = self.constraint_checker.check_collision(position)
+                valid_mask = valid_bounds & valid_collision
+
+                # Store valid results
+                if valid_mask.any():
+                    workspace_points_list.append(position[valid_mask])
+                    valid_configs_list.append(qpos[valid_mask])
+                    total_valid += 1
+
+                # Update progress bar with intelligent statistics
+                self._update_progress_with_stats(
+                    pbar, i, total_valid, metric_name="valid", show_rate=True
+                )
+
+            except Exception as e:
+                logger.log_warning(f"FK computation failed for sample {i}: {e}")
+                continue
+
+        # Concatenate all results
+        if workspace_points_list:
+            workspace_points = torch.cat(workspace_points_list, dim=0)
+            valid_configs = torch.cat(valid_configs_list, dim=0)
+        else:
+            workspace_points = torch.empty((0, 3), device=self.device)
+            valid_configs = torch.empty((0, self.num_joints), device=self.device)
+
+        # Performance summary for FK computation
+        pbar.close()  # Ensure progress bar is closed
+        success_rate = len(workspace_points) / num_samples * 100
+
+        # Performance indicator based on success rate
+        if success_rate >= 90:
+            perf_icon = "🏆"  # Trophy for excellent performance
+        elif success_rate >= 75:
+            perf_icon = "✅"  # Check mark for good performance
+        elif success_rate >= 50:
+            perf_icon = "🟡"  # Yellow circle for moderate performance
+        else:
+            perf_icon = "⚠️"  # Warning for low performance
+
+        logger.log_info(
+            f"{perf_icon} FK Results: {len(workspace_points)}/{num_samples} valid points "
+            f"({success_rate:.1f}% success rate)"
+        )
+
+        return workspace_points, valid_configs
+
+    def compute_reachability(
+        self, cartesian_points: torch.Tensor, batch_size: int | None = None
+    ) -> Tuple[torch.Tensor, torch.Tensor, torch.Tensor, torch.Tensor, torch.Tensor]:
+        """Compute reachability for Cartesian points using IK.
+
+        Args:
+            cartesian_points: Cartesian positions, shape (num_samples, 3).
+            batch_size: Batch size for IK computation. If None, uses config value.
+
+        Returns:
+            Tuple of:
+                - all_points: All Cartesian positions, shape (num_samples, 3)
+                - reachable_points: Reachable positions, shape (num_reachable, 3)
+                - success_rates: IK success rate for each point, shape (num_samples,)
+                - reachability_mask: Boolean mask indicating reachable points, shape (num_samples,)
+                - best_configs: Best joint configurations, shape (num_reachable, num_joints)
+        """
+        num_samples = len(cartesian_points)
+        ik_samples_per_point = self.config.ik_samples_per_point
+
+        # Pre-filter Cartesian points by workspace constraints
+        # This eliminates points that are outside bounds or in collision zones
+        valid_cartesian_mask = self.constraint_checker.check_bounds(
+            cartesian_points
+        ) & self.constraint_checker.check_collision(cartesian_points)
+
+        logger.log_info(
+            f"Pre-filtered Cartesian points: {valid_cartesian_mask.sum()}/{num_samples} "
+            f"points pass workspace constraints ({(valid_cartesian_mask.sum()/num_samples*100):.1f}%)"
+        )
+
+        # Store results for all points (including invalid ones for consistent indexing)
+        all_success_rates = torch.zeros(num_samples, device=self.device)
+        reachable_points_list = []
+        best_configs_list = []
+
+        logger.log_info(
+            f"Computing IK for {num_samples} Cartesian samples "
+            f"({ik_samples_per_point} seeds per point)..."
+        )
+
+        # Create a random sampler for generating IK seeds (avoid UniformSampler issues)
+        from embodichain.lab.sim.utility.workspace_analyzer.samplers import (
+            RandomSampler,
+        )
+
+        random_sampler = RandomSampler(seed=self.config.sampling.seed)
+
+        # Get reference end-effector pose for IK target orientation
+        # Priority: use reference_pose if provided, otherwise compute from current joint configuration
+        if (
+            hasattr(self.config, "reference_pose")
+            and self.config.reference_pose is not None
+        ):
+            # Use provided reference pose (should be 4x4 transformation matrix)
+            reference_pose = self.config.reference_pose
+            if isinstance(reference_pose, np.ndarray):
+                reference_pose = torch.from_numpy(reference_pose).to(self.device)
+            if reference_pose.dim() == 2:  # Shape: (4, 4) -> (1, 4, 4)
+                reference_pose = reference_pose.unsqueeze(0)
+            current_ee_pose = reference_pose  # Shape: (1, 4, 4)
+            logger.log_info("Using provided reference pose for IK target orientation")
+        else:
+            # Fallback: compute current end-effector pose from joint configuration
+            try:
+                # Using first environment (index 0) for qpos retrieval
+                current_qpos = self.robot.get_qpos()[0][
+                    self.robot.get_joint_ids(self.control_part_name)
+                ]
+                current_ee_pose = self.robot.compute_fk(
+                    name=self.control_part_name,
+                    qpos=current_qpos.unsqueeze(0),
+                    to_matrix=True,
+                )  # Shape: (1, 4, 4)
+                logger.log_info(
+                    "Computing reference pose from current robot configuration"
+                )
+            except Exception as e:
+                logger.log_warning(f"Failed to compute current robot pose: {e}")
+                # Create identity pose as fallback
+                current_ee_pose = torch.eye(4, device=self.device).unsqueeze(0)
+                current_ee_pose[0, :3, 3] = torch.tensor(
+                    [0.5, 0.0, 1.0], device=self.device
+                )  # Default position
+                logger.log_info("Using default identity pose as fallback")
+
+            # Print current joint configuration and computed pose
+            pose_np = current_ee_pose[0].cpu().numpy()
+            position = pose_np[:3, 3]
+            rotation_matrix = pose_np[:3, :3]
+
+            # Convert rotation matrix to Euler angles
+            import scipy.spatial.transform as spt
+
+            euler_angles = spt.Rotation.from_matrix(rotation_matrix).as_euler(
+                "xyz", degrees=True
+            )
+
+        # Print detailed reference pose information
+        pose_np = current_ee_pose[0].cpu().numpy()
+        position = pose_np[:3, 3]
+        rotation_matrix = pose_np[:3, :3]
+
+        # Convert rotation matrix to Euler angles (ZYX convention)
+        import scipy.spatial.transform as spt
+
+        euler_angles = spt.Rotation.from_matrix(rotation_matrix).as_euler(
+            "xyz", degrees=True
+        )
+
+        # Format matrix with proper indentation
+        matrix_lines = np.array2string(pose_np, precision=4, suppress_small=True).split(
+            "\n"
+        )
+        matrix_str = "\n".join(f"\t   {line}" for line in matrix_lines)
+        logger.log_info(
+            f"🎯 Using provided reference pose for IK target orientation:\n"
+            f"\t Position: [{position[0]:.4f}, {position[1]:.4f}, {position[2]:.4f}] m\n"
+            f"\t Rotation (XYZ Euler): [{euler_angles[0]:.2f}°, {euler_angles[1]:.2f}°, {euler_angles[2]:.2f}°]\n"
+            f"\t Matrix:\n{matrix_str}"
+        )
+
+        # Track statistics for progress bar
+        total_reachable = 0
+
+        # Process each point individually (robot expects batch_size from environments, not samples)
+        pbar = self._create_optimized_tqdm(
+            range(num_samples),
+            desc="Inverse Kinematics",
+            unit="pt",
+            color="magenta",
+            emoji="🎯",
+        )
+
+        for i in pbar:
+            position = cartesian_points[i]  # Shape: (3,)
+
+            # Skip points that don't satisfy workspace constraints
+            if not valid_cartesian_mask[i]:
+                # Mark as unreachable due to constraint violation
+                all_success_rates[i] = 0.0
+                # Update progress bar
+                reachability_rate = total_reachable / (i + 1) * 100
+                if reachability_rate >= 70:
+                    reach_color = "\033[32m"  # Green for high reachability
+                elif reachability_rate >= 40:
+                    reach_color = "\033[33m"  # Yellow for medium reachability
+                else:
+                    reach_color = "\033[31m"  # Red for low reachability
+                pbar.set_postfix_str(
+                    f"🎯 Reachable: {total_reachable}/{i+1} | {reach_color}{reachability_rate:.1f}%\033[0m rate (❌ constraint)"
+                )
+                continue
+
+            # Create target pose: use current orientation, replace position with sampled position
+            pose = current_ee_pose.clone()
+            pose[0, :3, 3] = position
+
+            # Try multiple random seeds for this point
+            success_count = 0
+            best_qpos = None
+
+            logger.set_log_level("ERROR")  # Suppress warnings during IK attempts
+            for seed_idx in range(ik_samples_per_point):
+                # Generate random joint seed using RandomSampler
+                random_seed = random_sampler.sample(
+                    bounds=self.qpos_limits, num_samples=1
+                )  # Shape: (1, num_joints)
+
+                try:
+                    # Compute IK
+                    ret, qpos = self.robot.compute_ik(
+                        pose=pose,
+                        joint_seed=random_seed,
+                        name=self.control_part_name,
+                    )
+
+                    # Count successes
+                    if ret is not None and ret[0]:
+                        success_count += 1
+                        # Store first successful configuration
+                        if best_qpos is None:
+                            best_qpos = qpos[0]  # Extract from batch dimension
+
+                except Exception as e:
+                    logger.log_warning(
+                        f"IK computation failed for sample {i}, seed {seed_idx}: {e}"
+                    )
+                    continue
+            logger.set_log_level("INFO")  # Restore log level
+
+            # Calculate success rate for this point
+            success_rate = success_count / ik_samples_per_point
+            all_success_rates[i] = success_rate
+
+            # Filter by success threshold for reachable points
+            if success_rate and best_qpos is not None:
+                reachable_points_list.append(position.unsqueeze(0))  # Add batch dim
+                best_configs_list.append(best_qpos.unsqueeze(0))  # Add batch dim
+                total_reachable += 1
+
+            # Update progress bar with reachability statistics
+            reachability_rate = total_reachable / (i + 1) * 100
+            # Use color coding for the reachability rate
+            if reachability_rate >= 70:
+                reach_color = "\033[32m"  # Green for high reachability
+            elif reachability_rate >= 40:
+                reach_color = "\033[33m"  # Yellow for medium reachability
+            else:
+                reach_color = "\033[31m"  # Red for low reachability
+
+            # Add success rate indicator for this specific point
+            if success_rate:
+                point_status = "✅ IK"
+            elif success_rate > 0:
+                point_status = f"🟡 IK({success_rate:.1f})"
+            else:
+                point_status = "❌ IK"
+
+            pbar.set_postfix_str(
+                f"🎯 Reachable: {total_reachable}/{i+1} | {reach_color}{reachability_rate:.1f}%\033[0m rate | {point_status}"
+            )
+
+        # Concatenate reachable results
+        if reachable_points_list:
+            reachable_points = torch.cat(reachable_points_list, dim=0)
+            best_configs = torch.cat(best_configs_list, dim=0)
+        else:
+            reachable_points = torch.empty((0, 3), device=self.device)
+            best_configs = torch.empty((0, self.num_joints), device=self.device)
+
+        # Create reachability mask
+        reachability_mask = all_success_rates > 0
+
+        # Performance summary for IK computation
+        pbar.close()  # Ensure progress bar is closed
+        reachability = len(reachable_points) / num_samples * 100
+
+        # Reachability performance indicator
+        if reachability >= 80:
+            reach_icon = "🏆"  # Trophy for high reachability
+        elif reachability >= 60:
+            reach_icon = "🚀"  # Rocket for good reachability
+        elif reachability >= 40:
+            reach_icon = "🟡"  # Yellow for moderate reachability
+        elif reachability >= 20:
+            reach_icon = "🟠"  # Orange for low reachability
+        else:
+            reach_icon = "⚠️"  # Warning for very low reachability
+
+        logger.log_info(
+            f"{reach_icon} IK Results: {len(reachable_points)}/{num_samples} reachable points "
+            f"({reachability:.1f}% reachability)"
+        )
+
+        return (
+            cartesian_points,
+            reachable_points,
+            all_success_rates,
+            reachability_mask,
+            best_configs,
+        )
+
+    def analyze(
+        self,
+        num_samples: int | None = None,
+        force_recompute: bool = False,
+        visualize: bool = False,
+    ) -> Dict[str, Any]:
+        """Perform complete workspace analysis.
+
+        Args:
+            num_samples: Number of samples to generate. If None, uses config value.
+            force_recompute: If True, recomputes even if cached results exist.
+            visualize: If True, visualizes the workspace points. Prefers sim_manager visualization
+                      if available, otherwise falls back to visualizers module.
+
+        Returns:
+            Dictionary containing analysis results.
+        """
+        logger.log_info("Starting Workspace Analysis...")
+
+        start_time = time.time()
+
+        # Check cache
+        if not force_recompute and self.cache is not None:
+            cached_results = self._load_from_cache()
+            if cached_results is not None:
+                logger.log_info("Loaded results from cache")
+                return cached_results
+
+        # Choose analysis mode
+        if self.config.mode == AnalysisMode.JOINT_SPACE:
+            # Joint space mode: Sample joints → FK → Workspace points
+            logger.log_info(f"Mode: {AnalysisMode.JOINT_SPACE.value}")
+
+            # Step 1: Sample joint space
+            logger.log_info("[1/3] Sampling joint space...")
+            joint_configs = self.sample_joint_space(num_samples)
+
+            # Step 2: Compute workspace points
+            logger.log_info("[2/3] Computing workspace points via computing FK...")
+            workspace_points, valid_configs = self.compute_workspace_points(
+                joint_configs
+            )
+
+            # Store results
+            self.workspace_points = workspace_points
+            self.joint_configurations = valid_configs
+            self.current_mode = AnalysisMode.JOINT_SPACE
+            self.success_rates = None  # All points are reachable in joint space mode
+
+            # Add constraint check statistics
+            constraint_stats = self._compute_constraint_statistics(workspace_points)
+
+            results = {
+                "mode": AnalysisMode.JOINT_SPACE.value,
+                "workspace_points": workspace_points,
+                "joint_configurations": valid_configs,
+                "num_samples": num_samples or self.config.sampling.num_samples,
+                "num_valid": len(workspace_points),
+                "constraint_statistics": constraint_stats,
+            }
+
+        elif self.config.mode == AnalysisMode.CARTESIAN_SPACE:
+            # Cartesian space mode: Sample Cartesian → IK → Verify reachability
+            logger.log_info(f"Mode: {AnalysisMode.CARTESIAN_SPACE.value}")
+
+            # Step 1: Sample Cartesian space
+            logger.log_info("[1/3] Sampling Cartesian space...")
+            cartesian_samples = self.sample_cartesian_space(num_samples)
+
+            # Step 2: Compute reachability via IK
+            logger.log_info("[2/3] Computing reachability via computing IK...")
+            (
+                all_points,
+                reachable_points,
+                success_rates,
+                reachability_mask,
+                best_configs,
+            ) = self.compute_reachability(cartesian_samples)
+
+            # Store results - now storing all points for visualization
+            self.workspace_points = all_points  # Store all sampled points
+            self.reachable_points = reachable_points  # Store only reachable points
+            self.joint_configurations = best_configs
+            self.current_mode = AnalysisMode.CARTESIAN_SPACE
+            self.success_rates = success_rates  # Store success rates for all points
+            self.reachability_mask = reachability_mask  # Store reachability mask
+
+            # Add constraint check statistics for both all_points and reachable_points
+            constraint_stats_all = self._compute_constraint_statistics(all_points)
+            constraint_stats_reachable = (
+                self._compute_constraint_statistics(reachable_points)
+                if len(reachable_points) > 0
+                else {}
+            )
+
+            results = {
+                "mode": AnalysisMode.CARTESIAN_SPACE.value,
+                "all_points": all_points,  # All sampled Cartesian points
+                "workspace_points": all_points,  # For compatibility
+                "reachable_points": reachable_points,  # Only reachable points
+                "joint_configurations": best_configs,
+                "success_rates": success_rates,
+                "reachability_mask": reachability_mask,
+                "num_samples": num_samples or self.config.sampling.num_samples,
+                "num_reachable": len(reachable_points),
+                "constraint_statistics": {
+                    "all_points": constraint_stats_all,
+                    "reachable_points": constraint_stats_reachable,
+                },
+            }
+
+        elif self.config.mode == AnalysisMode.PLANE_SAMPLING:
+            # Plane sampling mode: Sample on plane → IK → Verify reachability
+            logger.log_info(f"Mode: {AnalysisMode.PLANE_SAMPLING.value}")
+
+            # Step 1: Sample on specified plane
+            logger.log_info("[1/3] Sampling on specified plane...")
+            cartesian_samples = self.sample_plane(
+                num_samples=num_samples,
+                plane_normal=self.config.plane_normal,
+                plane_point=self.config.plane_point,
+                plane_bounds=self.config.plane_bounds,
+            )
+
+            # Step 2: Compute reachability via IK
+            logger.log_info("[2/3] Computing reachability via computing IK...")
+            (
+                all_points,
+                reachable_points,
+                success_rates,
+                reachability_mask,
+                best_configs,
+            ) = self.compute_reachability(cartesian_samples)
+
+            # Store results
+            self.workspace_points = all_points
+            self.reachable_points = reachable_points
+            self.joint_configurations = best_configs
+            self.current_mode = AnalysisMode.PLANE_SAMPLING
+            self.success_rates = success_rates
+            self.reachability_mask = reachability_mask
+
+            # Add constraint check statistics
+            constraint_stats_all = self._compute_constraint_statistics(all_points)
+            constraint_stats_reachable = (
+                self._compute_constraint_statistics(reachable_points)
+                if len(reachable_points) > 0
+                else {}
+            )
+
+            results = {
+                "mode": AnalysisMode.PLANE_SAMPLING.value,
+                "all_points": all_points,  # All sampled plane points
+                "workspace_points": all_points,  # For compatibility
+                "reachable_points": reachable_points,  # Only reachable points
+                "joint_configurations": best_configs,
+                "success_rates": success_rates,
+                "reachability_mask": reachability_mask,
+                "num_samples": len(cartesian_samples),
+                "num_reachable": len(reachable_points),
+                "constraint_statistics": {
+                    "all_points": constraint_stats_all,
+                    "reachable_points": constraint_stats_reachable,
+                },
+                "plane_sampling_config": {
+                    "plane_normal": self.config.plane_normal,
+                    "plane_point": self.config.plane_point,
+                    "plane_bounds": self.config.plane_bounds,
+                },
+            }
+
+        else:
+            raise ValueError(f"Unknown analysis mode: {self.config.mode}")
+
+        # Step 3: Compute metrics (common for both modes)
+        logger.log_info("[3/3] Computing metrics...")
+        metrics = self._compute_metrics()
+        results["metrics"] = metrics
+        results["config"] = self.config
+        results["analysis_time"] = time.time() - start_time
+
+        # Cache results
+        if self.cache is not None:
+            self._save_to_cache(results)
+
+        # Enhanced completion summary with performance insights
+        self._log_analysis_summary(results)
+
+        # Visualize if requested
+        if visualize:
+            self._visualize_workspace()
+
+        return results
+
+    def _log_analysis_summary(self, results: Dict[str, Any]) -> None:
+        """Log enhanced analysis summary with performance insights."""
+        analysis_time = results["analysis_time"]
+        mode = results["mode"]
+
+        # Time-based performance indicators
+        if analysis_time < 30:
+            time_icon, time_color = "⚡", "\033[92m"  # Lightning, bright green
+        elif analysis_time < 120:
+            time_icon, time_color = "🚀", "\033[32m"  # Rocket, green
+        elif analysis_time < 300:
+            time_icon, time_color = "⏱️", "\033[33m"  # Clock, yellow
+        else:
+            time_icon, time_color = "🐌", "\033[31m"  # Snail, red
+
+        logger.log_info(
+            f"{time_icon} Analysis completed in {time_color}{analysis_time:.2f}s\033[0m"
+        )
+
+        if mode == "joint_space":
+            success_rate = results["num_valid"] / results["num_samples"] * 100
+            logger.log_info(
+                f"📊 Joint Space Results: {results['num_valid']}/{results['num_samples']} "
+                f"valid points ({success_rate:.1f}% success)"
+            )
+
+            # Show constraint statistics
+            if "constraint_statistics" in results:
+                stats = results["constraint_statistics"]
+                logger.log_info(
+                    f"🔒 Constraint Check: Bounds: {stats['bounds_pass_rate']:.1f}% | "
+                    f"Collision: {stats['collision_pass_rate']:.1f}% | "
+                    f"Overall: {stats['overall_pass_rate']:.1f}% "
+                    f"({stats['exclude_zones_count']} exclude zones)"
+                )
+
+        elif mode in ["cartesian_space", "plane_sampling"]:
+            reachability = results["num_reachable"] / results["num_samples"] * 100
+            mode_name = (
+                "Plane Sampling" if mode == "plane_sampling" else "Cartesian Space"
+            )
+            logger.log_info(
+                f"📊 {mode_name} Results: {results['num_reachable']}/{results['num_samples']} "
+                f"reachable points ({reachability:.1f}% reachability)"
+            )
+
+            # Show plane sampling specific info
+            if mode == "plane_sampling" and "plane_sampling_config" in results:
+                plane_config = results["plane_sampling_config"]
+                if plane_config:
+                    logger.log_info(
+                        f"🎯 Plane Configuration: Normal: {plane_config['plane_normal']}, "
+                        f"Point: {plane_config['plane_point']}"
+                    )
+
+            # Show constraint statistics for all points and reachable points
+            if "constraint_statistics" in results:
+                all_stats = results["constraint_statistics"]["all_points"]
+                logger.log_info(
+                    f"🔒 All Points Constraint Check: Bounds: {all_stats['bounds_pass_rate']:.1f}% | "
+                    f"Collision: {all_stats['collision_pass_rate']:.1f}% | "
+                    f"Overall: {all_stats['overall_pass_rate']:.1f}% "
+                    f"({all_stats['exclude_zones_count']} exclude zones)"
+                )
+
+                if (
+                    "reachable_points" in results["constraint_statistics"]
+                    and results["constraint_statistics"]["reachable_points"]
+                ):
+                    reach_stats = results["constraint_statistics"]["reachable_points"]
+                    logger.log_info(
+                        f"✅ Reachable Points Constraint Check: Bounds: {reach_stats['bounds_pass_rate']:.1f}% | "
+                        f"Collision: {reach_stats['collision_pass_rate']:.1f}% | "
+                        f"Overall: {reach_stats['overall_pass_rate']:.1f}%"
+                    )
+
+    def _visualize_workspace(self) -> None:
+        """Visualize the workspace using configured visualization type and backend.
+
+        Uses the vis_type specified in configuration (default: POINT_CLOUD).
+        Tries multiple backends in order: sim_manager → open3d → matplotlib.
+        """
+        # Early return checks
+        if self.workspace_points is None or len(self.workspace_points) == 0:
+            logger.log_warning("No workspace points available for visualization")
+            return
+
+        if not self.config.visualization.enabled:
+            logger.log_warning("Visualization is disabled in configuration")
+            return
+
+        # Define backend priority order
+        backends = self._get_backend_priority_list()
+
+        # Try each backend in order until one succeeds
+        for i, backend in enumerate(backends):
+            try:
+                logger.log_info(f"Attempting visualization with '{backend}' backend")
+                self.visualize(
+                    vis_type=self.config.visualization.vis_type,
+                    show=True,
+                    backend=backend,
+                )
+                logger.log_info(f"Successfully visualized with '{backend}' backend")
+                return
+
+            except Exception as e:
+                logger.log_warning(f"Failed to visualize with '{backend}' backend: {e}")
+
+                # If this is not the last backend, try the next one
+                if i < len(backends) - 1:
+                    continue
+                else:
+                    logger.log_error(
+                        f"All visualization backends failed. "
+                        f"Tried: {', '.join(backends)}"
+                    )
+                    break
+
+    def _compute_constraint_statistics(self, points: torch.Tensor) -> Dict[str, Any]:
+        """Compute constraint check statistics for a set of points.
+
+        Args:
+            points: Tensor of shape (N, 3) containing workspace points.
+
+        Returns:
+            Dictionary containing constraint statistics.
+        """
+        if len(points) == 0:
+            return {
+                "num_points": 0,
+                "bounds_pass_count": 0,
+                "bounds_pass_rate": 0.0,
+                "collision_pass_count": 0,
+                "collision_pass_rate": 0.0,
+                "overall_pass_count": 0,
+                "overall_pass_rate": 0.0,
+                "exclude_zones_count": self.constraint_checker.get_num_exclude_zones(),
+            }
+
+        num_points = len(points)
+
+        # Check bounds constraints
+        bounds_pass = self.constraint_checker.check_bounds(points)
+        bounds_pass_count = bounds_pass.sum().item()
+        bounds_pass_rate = bounds_pass_count / num_points * 100
+
+        # Check collision constraints (exclude zones)
+        collision_pass = self.constraint_checker.check_collision(points)
+        collision_pass_count = collision_pass.sum().item()
+        collision_pass_rate = collision_pass_count / num_points * 100
+
+        # Overall constraint pass (both bounds and collision)
+        overall_pass = bounds_pass & collision_pass
+        overall_pass_count = overall_pass.sum().item()
+        overall_pass_rate = overall_pass_count / num_points * 100
+
+        return {
+            "num_points": num_points,
+            "bounds_pass_count": bounds_pass_count,
+            "bounds_pass_rate": bounds_pass_rate,
+            "collision_pass_count": collision_pass_count,
+            "collision_pass_rate": collision_pass_rate,
+            "overall_pass_count": overall_pass_count,
+            "overall_pass_rate": overall_pass_rate,
+            "exclude_zones_count": self.constraint_checker.get_num_exclude_zones(),
+        }
+
+    def _get_backend_priority_list(self) -> List[str]:
+        """Get the priority-ordered list of visualization backends to try.
+
+        Returns:
+            List of backend names in order of preference.
+        """
+        backends = []
+
+        # Prefer sim_manager if available
+        if self.sim_manager is not None and hasattr(self.sim_manager, "get_env"):
+            backends.append("sim_manager")
+
+        # Always include open3d and matplotlib as fallbacks
+        backends.extend(["open3d", "matplotlib"])
+
+        return backends
+
+    def _create_visualizer_with_config(self, factory, vis_type, backend):
+        """Create a visualizer with appropriate configuration parameters.
+
+        Args:
+            factory: VisualizerFactory instance.
+            vis_type: VisualizationType enum.
+            backend: Backend string.
+
+        Returns:
+            Configured visualizer instance.
+        """
+        # Prepare common arguments for all visualizers
+        common_kwargs = {
+            "backend": backend,
+            "sim_manager": self.sim_manager,
+            "control_part_name": self.control_part_name,
+        }
+
+        # Add visualization-type specific arguments
+        if vis_type == VisualizationType.POINT_CLOUD:
+            common_kwargs["point_size"] = getattr(
+                self.config.visualization, "point_size", 8.0
+            )
+        elif vis_type == VisualizationType.VOXEL:
+            common_kwargs["voxel_size"] = getattr(
+                self.config.visualization, "voxel_size", 0.05
+            )
+        elif vis_type == VisualizationType.SPHERE:
+            common_kwargs["sphere_radius"] = getattr(
+                self.config.visualization, "sphere_radius", 0.005
+            )
+            common_kwargs["sphere_resolution"] = getattr(
+                self.config.visualization, "sphere_resolution", 10
+            )
+        elif vis_type == VisualizationType.AXIS:
+            common_kwargs["axis_length"] = getattr(
+                self.config.visualization, "axis_length", 0.05
+            )
+            common_kwargs["axis_size"] = getattr(
+                self.config.visualization, "axis_size", 0.003
+            )
+            # Pass reference pose if available
+            if (
+                hasattr(self.config, "reference_pose")
+                and self.config.reference_pose is not None
+            ):
+                common_kwargs["reference_pose"] = self.config.reference_pose
+        # For other visualization types (MESH, HEATMAP), use only common arguments
+
+        return factory.create_visualizer(viz_type=vis_type, **common_kwargs)
+
+    def _generate_point_colors_and_sizes(
+        self, points: np.ndarray, filtered_to_reachable: bool = False
+    ) -> Tuple[np.ndarray, np.ndarray]:
+        """Generate colors and sizes for workspace points based on reachability.
+
+        Args:
+            points: Workspace points, shape (N, 3).
+            filtered_to_reachable: Whether points have been pre-filtered to only include reachable ones.
+
+        Returns:
+            Tuple of:
+                - Colors array, shape (N, 3) with RGB values in [0, 1].
+                - Sizes array, shape (N,) with point sizes.
+        """
+        num_points = len(points)
+        colors = np.zeros((num_points, 3))
+        sizes = (
+            np.ones(num_points) * self.config.visualization.point_size
+        )  # Default size
+
+        # Check if we have current_mode attribute (set during analyze)
+        if not hasattr(self, "current_mode"):
+            # Fallback: color based on available reachability information
+            if (
+                hasattr(self, "reachability_mask")
+                and self.reachability_mask is not None
+            ):
+                reachability_mask_np = self.reachability_mask.cpu().numpy()
+                if len(reachability_mask_np) == num_points:
+                    colors[reachability_mask_np, 1] = 1.0  # Green for reachable
+                    colors[~reachability_mask_np, 0] = 1.0  # Red for unreachable
+                    logger.log_debug("Using available reachability mask for coloring")
+                else:
+                    colors[:, 1] = 1.0  # Green fallback
+                    logger.log_debug(
+                        "Reachability mask size mismatch, using green fallback"
+                    )
+            else:
+                colors[:, 1] = 1.0  # Green fallback
+                logger.log_debug(
+                    "No reachability information available, using green fallback"
+                )
+            return colors, sizes
+
+        if self.current_mode == AnalysisMode.JOINT_SPACE:
+            # Joint space mode: all points are reachable (green, same size)
+            colors[:, 1] = 1.0  # Green channel = 1.0
+            logger.log_debug(f"Coloring {num_points} points as reachable (green)")
+
+        elif self.current_mode in [
+            AnalysisMode.CARTESIAN_SPACE,
+            AnalysisMode.PLANE_SAMPLING,
+        ]:
+            # Cartesian/Plane space mode: different colors and sizes based on reachability
+            mode_name = (
+                "Cartesian"
+                if self.current_mode == AnalysisMode.CARTESIAN_SPACE
+                else "Plane sampling"
+            )
+            if self.success_rates is not None and hasattr(self, "reachability_mask"):
+                if filtered_to_reachable:
+                    # Points have been pre-filtered, but we still need to check IK reachability
+                    # Only color as green if we have verified IK solutions
+                    if (
+                        hasattr(self, "reachability_mask")
+                        and self.reachability_mask is not None
+                    ):
+                        # Use the actual IK reachability results
+                        reachability_mask_np = self.reachability_mask.cpu().numpy()
+                        if len(reachability_mask_np) == num_points:
+                            # Apply the actual reachability coloring
+                            reachable_indices = reachability_mask_np
+                            colors[reachable_indices, 1] = 1.0  # Green for IK-reachable
+                            sizes[reachable_indices] = (
+                                self.config.visualization.point_size * 1.5
+                            )
+
+                            unreachable_indices = ~reachability_mask_np
+                            colors[unreachable_indices, 0] = (
+                                1.0  # Red for IK-unreachable
+                            )
+                            sizes[unreachable_indices] = (
+                                self.config.visualization.point_size * 0.7
+                            )
+
+                            num_reachable = np.sum(reachable_indices)
+                            num_unreachable = np.sum(unreachable_indices)
+                            logger.log_debug(
+                                f"Coloring {num_reachable} IK-reachable points (green) and "
+                                f"{num_unreachable} IK-unreachable points (red) in {mode_name} mode"
+                            )
+                        else:
+                            # Fallback: color based on geometric constraint only
+                            colors[:, 1] = 1.0  # All green (geometrically valid)
+                            sizes[:] = self.config.visualization.point_size * 1.5
+                            logger.log_warning(
+                                f"IK reachability mask length mismatch. "
+                                f"Coloring {num_points} geometrically valid points (green) in {mode_name} mode"
+                            )
+                    else:
+                        # No IK verification available, assume geometric validity only
+                        colors[:, 1] = 1.0  # All green (geometrically valid)
+                        sizes[:] = self.config.visualization.point_size * 1.5
+                        logger.log_debug(
+                            f"No IK verification available. "
+                            f"Coloring {num_points} geometrically valid points (green) in {mode_name} mode"
+                        )
+                else:
+                    # Original logic for showing both reachable and unreachable points
+                    reachability_mask_np = self.reachability_mask.cpu().numpy()
+
+                    # Check if mask length matches points length
+                    if len(reachability_mask_np) != num_points:
+                        logger.log_warning(
+                            f"Reachability mask length ({len(reachability_mask_np)}) doesn't match "
+                            f"points length ({num_points}). Defaulting to all green."
+                        )
+                        colors[:, 1] = 1.0  # All green as fallback
+                        sizes[:] = self.config.visualization.point_size * 1.5
+                    else:
+                        # Reachable points: green color, larger size
+                        reachable_indices = reachability_mask_np
+                        colors[reachable_indices, 1] = 1.0  # Pure green
+                        sizes[reachable_indices] = (
+                            self.config.visualization.point_size * 1.5
+                        )  # Larger size
+
+                        # Unreachable points: red color, smaller size
+                        unreachable_indices = ~reachability_mask_np
+                        colors[unreachable_indices, 0] = 1.0  # Pure red
+                        sizes[unreachable_indices] = (
+                            self.config.visualization.point_size * 0.7
+                        )  # Smaller size
+
+                    num_reachable = np.sum(reachable_indices)
+                    num_unreachable = np.sum(unreachable_indices)
+                    logger.log_debug(
+                        f"Coloring {num_reachable} reachable points (green, large) and "
+                        f"{num_unreachable} unreachable points (red, small) in {mode_name} mode"
+                    )
+            else:
+                # No success rates available, assume all reachable
+                colors[:, 1] = 1.0  # Green
+                logger.log_warning(
+                    f"No success rates available in {mode_name} mode, "
+                    "defaulting to green (reachable)"
+                )
+
+        return colors, sizes
+
+    def _generate_point_colors(self, points: np.ndarray) -> np.ndarray:
+        """Generate colors for workspace points based on reachability (backward compatibility).
+
+        Args:
+            points: Workspace points, shape (N, 3).
+
+        Returns:
+            Colors array, shape (N, 3) with RGB values in [0, 1].
+        """
+        colors, _ = self._generate_point_colors_and_sizes(
+            points, filtered_to_reachable=False
+        )
+        return colors
+
+    def _compute_metrics(self) -> Dict[str, Any]:
+        """Compute workspace metrics based on configuration."""
+        if self.workspace_points is None or len(self.workspace_points) == 0:
+            logger.log_warning("No workspace points available for metrics computation")
+            return {}
+
+        metrics = {}
+
+        # TODO: Implement metric computation using metrics module
+        # For now, compute basic statistics
+        points_np = self.workspace_points.cpu().numpy()
+
+        metrics["bounding_box"] = {
+            "min": points_np.min(axis=0).tolist(),
+            "max": points_np.max(axis=0).tolist(),
+        }
+
+        metrics["centroid"] = points_np.mean(axis=0).tolist()
+
+        dimensions = points_np.max(axis=0) - points_np.min(axis=0)
+        metrics["dimensions"] = dimensions.tolist()
+
+        # Approximate volume (bounding box)
+        metrics["bounding_box_volume"] = float(np.prod(dimensions))
+
+        logger.log_info(f"Computed {len(metrics)} metrics")
+
+        return metrics
+
+    def visualize(
+        self,
+        vis_type: VisualizationType | str | None = None,
+        show: bool = True,
+        save_path: str | None = None,
+        backend: str | None = None,
+    ) -> Any:
+        """Visualize the workspace.
+
+        Args:
+            vis_type: Type of visualization to create. Can be VisualizationType enum or string.
+                     If None, uses the vis_type from configuration (default: POINT_CLOUD).
+                     Supported types: 'point_cloud', 'voxel', 'sphere'.
+            show: Whether to display the visualization.
+            save_path: Optional path to save the visualization.
+            backend: Backend to use ('sim_manager', 'open3d', 'matplotlib', 'data').
+                    If None, automatically selects based on availability.
+
+        Returns:
+            Visualization object.
+        """
+        if self.workspace_points is None or len(self.workspace_points) == 0:
+            logger.log_error("No workspace points available for visualization")
+            return None
+
+        if not self.config.visualization.enabled:
+            logger.log_warning("Visualization is disabled in configuration")
+            return None
+
+        # Use configured vis_type if not specified
+        if vis_type is None:
+            vis_type = self.config.visualization.vis_type
+
+        # Handle string vis_type by converting to enum
+        if isinstance(vis_type, str):
+            try:
+                vis_type = VisualizationType(vis_type)
+            except ValueError:
+                logger.log_warning(
+                    f"Unknown visualization type '{vis_type}', falling back to POINT_CLOUD"
+                )
+                vis_type = VisualizationType.POINT_CLOUD
+
+        # Convert points to numpy first
+        points_np = self.workspace_points.cpu().numpy()
+        filtered_points = False  # Track if points were filtered
+
+        # Enhanced visualization logging with point count info
+        vis_start_time = time.time()
+        logger.log_info(
+            f"Creating {vis_type.value} visualization for {len(points_np)} points..."
+        )
+
+        # Auto-select backend if not specified
+        if backend is None:
+            if self.sim_manager is not None and hasattr(self.sim_manager, "sim"):
+                backend = "sim_manager"
+            else:
+                backend = "open3d"
+
+        # Filter points if configured to hide unreachable ones in Cartesian/Plane space mode
+        if (
+            self.current_mode
+            in [AnalysisMode.CARTESIAN_SPACE, AnalysisMode.PLANE_SAMPLING]
+            and not self.config.visualization.show_unreachable_points
+            and hasattr(self, "reachability_mask")
+        ):
+            # Only show reachable points
+            reachable_mask = self.reachability_mask.cpu().numpy()
+
+            # Check if mask length matches points length before filtering
+            if len(reachable_mask) != len(points_np):
+                logger.log_warning(
+                    f"Cannot filter points: reachability mask length ({len(reachable_mask)}) "
+                    f"doesn't match points length ({len(points_np)}). Showing all points."
+                )
+            else:
+                points_np = points_np[reachable_mask]
+                filtered_points = True
+                logger.log_info(
+                    f"Filtering to show only {len(points_np)} reachable points"
+                )
+
+        # Generate colors and sizes based on reachability
+        colors, sizes = self._generate_point_colors_and_sizes(
+            points_np, filtered_points
+        )
+
+        # Create visualizer using factory pattern
+        from embodichain.lab.sim.utility.workspace_analyzer.visualizers import (
+            VisualizerFactory,
+        )
+
+        factory = VisualizerFactory()
+        visualizer = self._create_visualizer_with_config(factory, vis_type, backend)
+
+        # Create visualization with sizes if supported
+        try:
+            # Try to pass sizes to visualizer (some backends may support it)
+            vis_obj = visualizer.visualize(points_np, colors=colors, sizes=sizes)
+        except TypeError:
+            # Fallback to colors-only visualization if sizes not supported
+            vis_obj = visualizer.visualize(points_np, colors=colors)
+
+        # Performance tracking for visualization
+        vis_time = time.time() - vis_start_time
+        logger.log_info(f"✨ Visualization created in {vis_time:.2f}s")
+
+        # Save if requested
+        if save_path:
+            save_start = time.time()
+            visualizer.save(save_path)
+            save_time = time.time() - save_start
+            logger.log_info(f"💾 Saved visualization to {save_path} ({save_time:.2f}s)")
+
+        # Show if requested (only for non-sim_manager backends)
+        if show and backend != "sim_manager":
+            try:
+                visualizer.show()
+            except Exception as e:
+                logger.log_warning(f"Failed to show visualization: {e}")
+
+        return vis_obj
+
+    def _load_from_cache(self) -> dict[str, Any] | None:
+        """Load analysis results from cache."""
+        if self.cache is None:
+            return None
+
+        # TODO: Implement cache loading logic
+        return None
+
+    def _save_to_cache(self, results: Dict[str, Any]) -> None:
+        """Save analysis results to cache."""
+        if self.cache is None:
+            return
+
+        # TODO: Implement cache saving logic
+        pass
+
+    def get_workspace_bounds(self) -> Dict[str, np.ndarray]:
+        """Get the bounding box of the analyzed workspace.
+
+        Returns:
+            Dictionary with 'min' and 'max' bounds.
+        """
+        if self.workspace_points is None or len(self.workspace_points) == 0:
+            logger.log_warning("No workspace points available")
+            return {"min": None, "max": None}
+
+        points_np = self.workspace_points.cpu().numpy()
+        return {"min": points_np.min(axis=0), "max": points_np.max(axis=0)}
+
+    def export_results(self, output_path: str, format: str = "npz") -> None:
+        """Export analysis results to file.
+
+        Args:
+            output_path: Path to save the results.
+            format: Output format ('npz', 'pkl', 'json').
+        """
+        if self.workspace_points is None:
+            logger.log_error("No analysis results to export")
+            return
+
+        output_path = Path(output_path)
+        output_path.parent.mkdir(parents=True, exist_ok=True)
+
+        if format == "npz":
+            np.savez(
+                output_path,
+                workspace_points=self.workspace_points.cpu().numpy(),
+                joint_configurations=self.joint_configurations.cpu().numpy(),
+                metrics=self.metrics_results,
+            )
+        elif format == "pkl":
+            import pickle
+
+            with open(output_path, "wb") as f:
+                pickle.dump(
+                    {
+                        "workspace_points": self.workspace_points.cpu().numpy(),
+                        "joint_configurations": self.joint_configurations.cpu().numpy(),
+                        "metrics": self.metrics_results,
+                    },
+                    f,
+                )
+        elif format == "json":
+            import json
+
+            # Convert tensors to lists for JSON serialization
+            with open(output_path, "w") as f:
+                json.dump(
+                    {
+                        "workspace_points": self.workspace_points.cpu()
+                        .numpy()
+                        .tolist(),
+                        "metrics": self.metrics_results,
+                    },
+                    f,
+                    indent=2,
+                )
+        else:
+            logger.log_error(f"Unsupported format: {format}")
+            return
+
+        # File size information for export
+        try:
+            file_size = output_path.stat().st_size
+            if file_size > 1024 * 1024:  # > 1MB
+                size_str = f"{file_size / (1024*1024):.1f} MB"
+            elif file_size > 1024:  # > 1KB
+                size_str = f"{file_size / 1024:.1f} KB"
+            else:
+                size_str = f"{file_size} bytes"
+            logger.log_info(f"💾 Exported results to {output_path} ({size_str})")
+        except OSError:
+            # File size unavailable
+            logger.log_info(f"💾 Exported results to {output_path}")
+
+    @contextmanager
+    def profiling(self):
+        """Enhanced context manager for profiling workspace analysis with detailed metrics."""
+        logger.log_info("🔍 Starting profiled analysis...")
+        start_time = time.time()
+        start_mem = torch.cuda.memory_allocated() if torch.cuda.is_available() else 0
+
+        # CPU memory tracking (if psutil is available)
+        start_cpu_mem = 0
+        process = None
+        if psutil is not None:
+            try:
+                process = psutil.Process()
+                start_cpu_mem = process.memory_info().rss
+            except (psutil.Error, OSError):
+                # Process info unavailable
+                process = None
+
+        yield
+
+        end_time = time.time()
+        end_mem = torch.cuda.memory_allocated() if torch.cuda.is_available() else 0
+        end_cpu_mem = 0
+        if process is not None:
+            try:
+                end_cpu_mem = process.memory_info().rss
+            except (psutil.Error, OSError):
+                # Process info unavailable, use start value
+                end_cpu_mem = start_cpu_mem
+
+        # Detailed performance summary
+        analysis_time = end_time - start_time
+        if analysis_time < 60:
+            time_str = f"{analysis_time:.2f}s"
+        else:
+            minutes = int(analysis_time // 60)
+            seconds = analysis_time % 60
+            time_str = f"{minutes}m {seconds:.1f}s"
+
+        logger.log_info(f"⏱️ Analysis time: {time_str}")
+
+        # Memory usage summary
+        if torch.cuda.is_available():
+            gpu_mem_used = (end_mem - start_mem) / 1024**2
+            logger.log_info(f"💾 GPU memory used: {gpu_mem_used:.2f} MB")
+
+        # CPU memory tracking (if available)
+        if process is not None and end_cpu_mem > start_cpu_mem:
+            cpu_mem_used = (end_cpu_mem - start_cpu_mem) / 1024**2
+            logger.log_info(f"💻 CPU memory used: {cpu_mem_used:.2f} MB")
+
+        # Performance rating
+        if analysis_time < 30 and (not torch.cuda.is_available() or gpu_mem_used < 100):
+            logger.log_info("🚀 Performance: Excellent!")
+        elif analysis_time < 120:
+            logger.log_info("✅ Performance: Good")
+        elif analysis_time < 300:
+            logger.log_info("🟡 Performance: Moderate")
+        else:
+            logger.log_info("🐌 Performance: Needs optimization")
diff --git a/embodichain/toolkits/urdf_assembly/sensor.py b/embodichain/toolkits/urdf_assembly/sensor.py
index 87fcd5e9..7e072bd0 100644
--- a/embodichain/toolkits/urdf_assembly/sensor.py
+++ b/embodichain/toolkits/urdf_assembly/sensor.py
@@ -103,10 +103,10 @@ def attach_sensor(
             sensor_source: Sensor definition source (multiple formats supported).
             parent_component (str): Target component name for sensor attachment.
             parent_link (str): Specific link within parent component for attachment.
-            transform (Optional[np.ndarray]): Optional 4x4 homogeneous transformation matrix.
-            sensor_type (Optional[str]): Sensor type classification.
-            extract_links (Optional[List[str]]): Specific link names to extract from URDF.
-            extract_joints (Optional[List[str]]): Specific joint names to extract from URDF.
+            transform (np.ndarray | None): Optional 4x4 homogeneous transformation matrix.
+            sensor_type (str | None): Sensor type classification.
+            extract_links (list[str] | None): Specific link names to extract from URDF.
+            extract_joints (list[str] | None): Specific joint names to extract from URDF.
 
         Returns:
             bool: True if sensor attachment successful, False on failure.
diff --git a/examples/sim/utility/workspace_analyzer/analyze_cartesian_workspace.py b/examples/sim/utility/workspace_analyzer/analyze_cartesian_workspace.py
new file mode 100644
index 00000000..d3ac0e8e
--- /dev/null
+++ b/examples/sim/utility/workspace_analyzer/analyze_cartesian_workspace.py
@@ -0,0 +1,99 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+from IPython import embed
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.robots import DexforceW1Cfg
+from embodichain.lab.sim.cfg import MarkerCfg
+from embodichain.lab.sim.utility.workspace_analyzer.workspace_analyzer import (
+    WorkspaceAnalyzer,
+    WorkspaceAnalyzerConfig,
+    AnalysisMode,
+)
+from embodichain.lab.sim.utility.workspace_analyzer.configs.visualization_config import (
+    VisualizationConfig,
+)
+
+if __name__ == "__main__":
+    # Example usage
+    np.set_printoptions(precision=5, suppress=True)
+    torch.set_printoptions(precision=5, sci_mode=False)
+
+    config = SimulationManagerCfg(
+        headless=False, sim_device="cpu", width=1080, height=1080
+    )
+    sim = SimulationManager(config)
+    sim.build_multiple_arenas(1)
+    sim.set_manual_update(False)
+
+    cfg = DexforceW1Cfg.from_dict(
+        {"uid": "dexforce_w1", "version": "v021", "arm_kind": "industrial"}
+    )
+    robot = sim.add_robot(cfg=cfg)
+    print("DexforceW1 robot added to the simulation.")
+
+    # Set left arm joint positions (mirrored)
+    left_qpos = torch.tensor([0, -np.pi / 4, 0.0, -np.pi / 2, -np.pi / 4, 0.0, 0.0])
+    right_qpos = -left_qpos
+    robot.set_qpos(
+        qpos=left_qpos,
+        joint_ids=robot.get_joint_ids("left_arm"),
+    )
+    # Set right arm joint positions (mirrored)
+    robot.set_qpos(
+        qpos=right_qpos,
+        joint_ids=robot.get_joint_ids("right_arm"),
+    )
+
+    left_arm_pose = robot.compute_fk(
+        qpos=left_qpos,
+        name="left_arm",
+        to_matrix=True,
+    )
+
+    sim.draw_marker(
+        cfg=MarkerCfg(
+            name=f"left_arm_pose_axis",
+            marker_type="axis",
+            axis_xpos=left_arm_pose,
+            axis_size=0.005,
+            axis_len=0.15,
+            arena_index=0,
+        )
+    )
+
+    cartesian_config = WorkspaceAnalyzerConfig(
+        mode=AnalysisMode.CARTESIAN_SPACE,
+        visualization=VisualizationConfig(
+            show_unreachable_points=False, point_size=8.0
+        ),
+        control_part_name="left_arm",
+    )
+    wa_cartesian = WorkspaceAnalyzer(
+        robot=robot, config=cartesian_config, sim_manager=sim
+    )
+    results_cartesian = wa_cartesian.analyze(num_samples=1000, visualize=True)
+    print(f"\nCartesian Space Results:")
+    print(
+        f"  Reachable points: {results_cartesian['num_reachable']} / {results_cartesian['num_samples']}"
+    )
+    print(f"  Analysis time: {results_cartesian['analysis_time']:.2f}s")
+    print(f"  Metrics: {results_cartesian['metrics']}")
+
+    embed(header="Workspace Analyzer Test Environment")
diff --git a/examples/sim/utility/workspace_analyzer/analyze_joint_workspace.py b/examples/sim/utility/workspace_analyzer/analyze_joint_workspace.py
new file mode 100644
index 00000000..1a55a8d4
--- /dev/null
+++ b/examples/sim/utility/workspace_analyzer/analyze_joint_workspace.py
@@ -0,0 +1,56 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+from IPython import embed
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.robots import DexforceW1Cfg
+
+from embodichain.lab.sim.utility.workspace_analyzer.workspace_analyzer import (
+    WorkspaceAnalyzer,
+)
+
+if __name__ == "__main__":
+    # Example usage
+    np.set_printoptions(precision=5, suppress=True)
+    torch.set_printoptions(precision=5, sci_mode=False)
+
+    config = SimulationManagerCfg(headless=False, sim_device="cpu")
+    sim_manager = SimulationManager(config)
+    sim_manager.build_multiple_arenas(1)
+    sim_manager.set_manual_update(False)
+
+    cfg = DexforceW1Cfg.from_dict(
+        {"uid": "dexforce_w1", "version": "v021", "arm_kind": "industrial"}
+    )
+    robot = sim_manager.add_robot(cfg=cfg)
+    print("DexforceW1 robot added to the simulation.")
+
+    print("Example: Joint Space Analysis")
+
+    wa_joint = WorkspaceAnalyzer(robot=robot, sim_manager=sim_manager)
+    results_joint = wa_joint.analyze(num_samples=3000, visualize=True)
+
+    print(f"\nJoint Space Results:")
+    print(
+        f"  Valid points: {results_joint['num_valid']} / {results_joint['num_samples']}"
+    )
+    print(f"  Analysis time: {results_joint['analysis_time']:.2f}s")
+    print(f"  Metrics: {results_joint['metrics']}")
+
+    embed(header="End of Joint Space Analysis Example")
diff --git a/examples/sim/utility/workspace_analyzer/analyze_plane_workspace.py b/examples/sim/utility/workspace_analyzer/analyze_plane_workspace.py
new file mode 100644
index 00000000..97587300
--- /dev/null
+++ b/examples/sim/utility/workspace_analyzer/analyze_plane_workspace.py
@@ -0,0 +1,106 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import numpy as np
+from IPython import embed
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.robots import DexforceW1Cfg
+from embodichain.lab.sim.utility.workspace_analyzer.workspace_analyzer import (
+    WorkspaceAnalyzer,
+    WorkspaceAnalyzerConfig,
+    AnalysisMode,
+)
+from embodichain.lab.sim.cfg import MarkerCfg
+from embodichain.lab.sim.utility.workspace_analyzer.configs.visualization_config import (
+    VisualizationConfig,
+)
+
+
+if __name__ == "__main__":
+    # Example usage
+    np.set_printoptions(precision=5, suppress=True)
+    torch.set_printoptions(precision=5, sci_mode=False)
+
+    config = SimulationManagerCfg(
+        headless=False, sim_device="cpu", width=1080, height=1080
+    )
+    sim = SimulationManager(config)
+    sim.build_multiple_arenas(1)
+    sim.set_manual_update(False)
+
+    cfg = DexforceW1Cfg.from_dict(
+        {"uid": "dexforce_w1", "version": "v021", "arm_kind": "industrial"}
+    )
+    robot = sim.add_robot(cfg=cfg)
+    print("DexforceW1 robot added to the simulation.")
+
+    # Set left arm joint positions (mirrored)
+    left_qpos = torch.tensor([0, -np.pi / 4, 0.0, -np.pi / 2, -np.pi / 4, 0.0, 0.0])
+    right_qpos = -left_qpos
+    robot.set_qpos(
+        qpos=left_qpos,
+        joint_ids=robot.get_joint_ids("left_arm"),
+    )
+    # Set right arm joint positions (mirrored)
+    robot.set_qpos(
+        qpos=right_qpos,
+        joint_ids=robot.get_joint_ids("right_arm"),
+    )
+
+    left_arm_pose = robot.compute_fk(
+        qpos=left_qpos,
+        name="left_arm",
+        to_matrix=True,
+    )
+
+    sim.draw_marker(
+        cfg=MarkerCfg(
+            name=f"left_arm_pose_axis",
+            marker_type="axis",
+            axis_xpos=left_arm_pose,
+            axis_size=0.005,
+            axis_len=0.15,
+            arena_index=0,
+        )
+    )
+
+    cartesian_config = WorkspaceAnalyzerConfig(
+        mode=AnalysisMode.PLANE_SAMPLING,
+        plane_normal=torch.tensor([0.0, 0.0, 1.0]),
+        plane_point=torch.tensor([0.0, 0.0, 1.2]),
+        # plane_bounds=torch.tensor([[-0.5, 0.5], [-0.5, 0.5]]),
+        reference_pose=left_arm_pose[0]
+        .cpu()
+        .numpy(),  # Use computed left arm pose as reference
+        visualization=VisualizationConfig(
+            show_unreachable_points=False, vis_type="axis"
+        ),
+        control_part_name="left_arm",
+    )
+    wa_cartesian = WorkspaceAnalyzer(
+        robot=robot, config=cartesian_config, sim_manager=sim
+    )
+    results_cartesian = wa_cartesian.analyze(num_samples=1500, visualize=True)
+    print(f"\nCartesian Space Results:")
+    print(
+        f"  Reachable points: {results_cartesian['num_reachable']} / {results_cartesian['num_samples']}"
+    )
+    print(f"  Analysis time: {results_cartesian['analysis_time']:.2f}s")
+    print(f"  Metrics: {results_cartesian['metrics']}")
+
+    embed(header="Workspace Analyzer Test Environment")
diff --git a/tests/sim/utility/test_workspace_analyze.py b/tests/sim/utility/test_workspace_analyze.py
new file mode 100644
index 00000000..93eae473
--- /dev/null
+++ b/tests/sim/utility/test_workspace_analyze.py
@@ -0,0 +1,332 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+import pytest
+import numpy as np
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import Robot
+from embodichain.lab.sim.robots import CobotMagicCfg
+from embodichain.lab.sim.utility.workspace_analyzer.configs import (
+    SamplingConfig,
+    VisualizationConfig,
+    DimensionConstraint,
+)
+
+
+# Base test class for workspace analyzer
+class BaseWorkspaceAnalyzeTest:
+    sim = None  # Define as a class attribute
+
+    def setup_simulation(self):
+        config = SimulationManagerCfg(headless=True, sim_device="cpu")
+        self.sim = SimulationManager(config)
+        self.sim.build_multiple_arenas(1)
+        self.sim.set_manual_update(False)
+
+        cfg_dict = {
+            "uid": "CobotMagic",
+            "init_pos": [0.0, 0.0, 0.7775],
+            "init_qpos": [
+                -0.3,
+                0.3,
+                1.0,
+                1.0,
+                -1.2,
+                -1.2,
+                0.0,
+                0.0,
+                0.6,
+                0.6,
+                0.0,
+                0.0,
+                0.05,
+                0.05,
+                0.05,
+                0.05,
+            ],
+            "solver_cfg": {
+                "left_arm": {
+                    "class_type": "OPWSolver",
+                    "end_link_name": "left_link6",
+                    "root_link_name": "left_arm_base",
+                    "tcp": [[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0.143], [0, 0, 0, 1]],
+                },
+                "right_arm": {
+                    "class_type": "OPWSolver",
+                    "end_link_name": "right_link6",
+                    "root_link_name": "right_arm_base",
+                    "tcp": [[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0.143], [0, 0, 0, 1]],
+                },
+            },
+        }
+
+        self.robot: Robot = self.sim.add_robot(cfg=CobotMagicCfg.from_dict(cfg_dict))
+
+    @classmethod
+    def teardown_class(cls):
+        if cls.sim is not None:
+            try:
+                cls.sim.destroy()
+                print("sim destroyed successfully")
+            except Exception as e:
+                print(f"Error during sim.destroy(): {e}")
+
+
+class TestJointWorkspaceAnalyzeTest(BaseWorkspaceAnalyzeTest):
+    def setup_method(self):
+        self.setup_simulation()
+
+    def test_joint_workspace_analyze(self):
+        from embodichain.lab.sim.utility.workspace_analyzer.workspace_analyzer import (
+            WorkspaceAnalyzer,
+            WorkspaceAnalyzerConfig,
+            AnalysisMode,
+        )
+
+        joint_config = WorkspaceAnalyzerConfig(
+            mode=AnalysisMode.JOINT_SPACE,
+            sampling=SamplingConfig(num_samples=100),
+            control_part_name="left_arm",
+        )
+        wa_joint = WorkspaceAnalyzer(
+            robot=self.robot,
+            config=joint_config,
+            sim_manager=self.sim,
+        )
+        results = wa_joint.analyze(num_samples=100)
+
+        assert "workspace_points" in results
+        assert results["workspace_points"].shape[0] > 0
+        assert results["mode"] == "joint_space"
+        print(
+            f"Joint space results: {results['num_valid']}/{results['num_samples']} valid points"
+        )
+
+
+class TestCartesianWorkspaceAnalyzeTest(BaseWorkspaceAnalyzeTest):
+    def setup_method(self):
+        self.setup_simulation()
+
+    def test_cartesian_workspace_analyze(self):
+        from embodichain.lab.sim.utility.workspace_analyzer.workspace_analyzer import (
+            WorkspaceAnalyzer,
+            WorkspaceAnalyzerConfig,
+            AnalysisMode,
+        )
+
+        # Get reference pose for IK orientation
+        left_qpos = torch.tensor([-0.3, 0.3, 1.0, 1.0, -1.2, -1.2])
+        reference_pose = self.robot.compute_fk(
+            qpos=left_qpos.unsqueeze(0),
+            name="left_arm",
+            to_matrix=True,
+        )
+
+        cartesian_config = WorkspaceAnalyzerConfig(
+            mode=AnalysisMode.CARTESIAN_SPACE,
+            sampling=SamplingConfig(
+                num_samples=50
+            ),  # Smaller sample for faster testing
+            constraint=DimensionConstraint(
+                min_bounds=[-0.5, -0.5, 0.8],
+                max_bounds=[0.5, 0.5, 1.5],
+            ),
+            reference_pose=reference_pose[0].cpu().numpy(),
+            ik_samples_per_point=1,  # Single IK attempt per point for speed
+            control_part_name="left_arm",
+        )
+
+        wa_cartesian = WorkspaceAnalyzer(
+            robot=self.robot,
+            config=cartesian_config,
+            sim_manager=self.sim,
+        )
+        results = wa_cartesian.analyze(num_samples=50)
+
+        assert "all_points" in results
+        assert "reachable_points" in results
+        assert results["all_points"].shape[0] > 0
+        assert results["mode"] == "cartesian_space"
+        print(
+            f"Cartesian space results: {results['num_reachable']}/{results['num_samples']} reachable points"
+        )
+
+
+class TestPlaneWorkspaceAnalyzeTest(BaseWorkspaceAnalyzeTest):
+    def setup_method(self):
+        self.setup_simulation()
+
+    def test_plane_workspace_analyze(self):
+        from embodichain.lab.sim.utility.workspace_analyzer.workspace_analyzer import (
+            WorkspaceAnalyzer,
+            WorkspaceAnalyzerConfig,
+            AnalysisMode,
+        )
+
+        # Get reference pose for IK orientation
+        left_qpos = torch.tensor([-0.3, 0.3, 1.0, 1.0, -1.2, -1.2])
+        reference_pose = self.robot.compute_fk(
+            qpos=left_qpos.unsqueeze(0),
+            name="left_arm",
+            to_matrix=True,
+        )
+
+        plane_config = WorkspaceAnalyzerConfig(
+            mode=AnalysisMode.PLANE_SAMPLING,
+            sampling=SamplingConfig(num_samples=30),  # Small sample for testing
+            plane_normal=torch.tensor([0.0, 0.0, 1.0]),  # XY plane
+            plane_point=torch.tensor([0.0, 0.0, 1.2]),  # At height 1.2m
+            reference_pose=reference_pose[0].cpu().numpy(),
+            ik_samples_per_point=1,  # Single IK attempt per point for speed
+            visualization=VisualizationConfig(
+                enabled=False,  # Disable visualization for testing
+            ),
+            control_part_name="left_arm",
+        )
+
+        wa_plane = WorkspaceAnalyzer(
+            robot=self.robot,
+            config=plane_config,
+            sim_manager=self.sim,
+        )
+        results = wa_plane.analyze(num_samples=30)
+
+        assert "all_points" in results
+        assert "reachable_points" in results
+        assert results["all_points"].shape[0] > 0
+        assert results["mode"] == "plane_sampling"
+        assert "plane_sampling_config" in results
+        print(
+            f"Plane sampling results: {results['num_reachable']}/{results['num_samples']} reachable points"
+        )
+        print(
+            f"Plane configuration: Normal={results['plane_sampling_config']['plane_normal']}, Point={results['plane_sampling_config']['plane_point']}"
+        )
+
+
+class TestWorkspaceAnalyzerComprehensive(BaseWorkspaceAnalyzeTest):
+    """Comprehensive test class for testing consistency between different modes"""
+
+    def setup_method(self):
+        self.setup_simulation()
+
+    def test_all_modes_consistency(self):
+        """Test basic functionality and result consistency of all three modes"""
+        from embodichain.lab.sim.utility.workspace_analyzer.workspace_analyzer import (
+            WorkspaceAnalyzer,
+            WorkspaceAnalyzerConfig,
+            AnalysisMode,
+        )
+
+        # Get reference pose
+        left_qpos = torch.tensor([-0.3, 0.3, 1.0, 1.0, -1.2, -1.2])
+        reference_pose = self.robot.compute_fk(
+            qpos=left_qpos.unsqueeze(0),
+            name="left_arm",
+            to_matrix=True,
+        )
+
+        num_samples = 20  # Small sample for fast testing
+        results = {}
+
+        # Test joint space mode
+        joint_config = WorkspaceAnalyzerConfig(
+            mode=AnalysisMode.JOINT_SPACE,
+            sampling=SamplingConfig(num_samples=100),
+            control_part_name="left_arm",
+        )
+        wa_joint = WorkspaceAnalyzer(
+            robot=self.robot,
+            config=joint_config,
+            sim_manager=self.sim,
+        )
+        results["joint"] = wa_joint.analyze(num_samples=num_samples)
+
+        # Test Cartesian space mode
+        cartesian_config = WorkspaceAnalyzerConfig(
+            mode=AnalysisMode.CARTESIAN_SPACE,
+            sampling=SamplingConfig(num_samples=num_samples),
+            constraint=DimensionConstraint(
+                min_bounds=[-0.5, -0.5, 0.8],
+                max_bounds=[0.5, 0.5, 1.5],
+            ),
+            reference_pose=reference_pose[0].cpu().numpy(),
+            ik_samples_per_point=1,
+            control_part_name="left_arm",
+        )
+        wa_cartesian = WorkspaceAnalyzer(
+            robot=self.robot,
+            config=cartesian_config,
+            sim_manager=self.sim,
+        )
+        results["cartesian"] = wa_cartesian.analyze(num_samples=num_samples)
+
+        # Test plane sampling mode
+        plane_config = WorkspaceAnalyzerConfig(
+            mode=AnalysisMode.PLANE_SAMPLING,
+            sampling=SamplingConfig(num_samples=num_samples),
+            plane_normal=torch.tensor([0.0, 0.0, 1.0]),
+            plane_point=torch.tensor([0.0, 0.0, 1.2]),
+            reference_pose=reference_pose[0].cpu().numpy(),
+            ik_samples_per_point=1,
+            control_part_name="left_arm",
+        )
+        wa_plane = WorkspaceAnalyzer(
+            robot=self.robot,
+            config=plane_config,
+            sim_manager=self.sim,
+        )
+        results["plane"] = wa_plane.analyze(num_samples=num_samples)
+
+        # Verify all modes return valid results
+        for mode_name, result in results.items():
+            assert "analysis_time" in result
+            assert result["analysis_time"] > 0
+            assert "mode" in result
+            print(
+                f"{mode_name.capitalize()} mode: {result['mode']}, Time: {result['analysis_time']:.2f}s"
+            )
+
+        # Verify joint space mode
+        assert results["joint"]["mode"] == "joint_space"
+        assert results["joint"]["num_valid"] > 0
+
+        # Verify Cartesian space mode
+        assert results["cartesian"]["mode"] == "cartesian_space"
+        assert "reachable_points" in results["cartesian"]
+
+        # Verify plane sampling mode
+        assert results["plane"]["mode"] == "plane_sampling"
+        assert "plane_sampling_config" in results["plane"]
+
+        print("\n=== Comprehensive Test Summary ===")
+        print(
+            f"Joint space: {results['joint']['num_valid']}/{results['joint']['num_samples']} valid points"
+        )
+        print(
+            f"Cartesian space: {results['cartesian']['num_reachable']}/{results['cartesian']['num_samples']} reachable points"
+        )
+        print(
+            f"Plane sampling: {results['plane']['num_reachable']}/{results['plane']['num_samples']} reachable points"
+        )
+
+
+if __name__ == "__main__":
+    np.set_printoptions(precision=5, suppress=True)
+    pytest_args = ["-v", "-s", __file__]
+    pytest.main(pytest_args)

From be350153c552f1062e08f874dd8038beb868c681 Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Tue, 30 Dec 2025 00:30:04 +0800
Subject: [PATCH 69/92] Upgrade dexsim to v0.3.8 (#53)

---
 README.md                                       |  2 +-
 .../workspace_analyzer/workspace_analyzer.md    |  2 --
 docs/source/quick_start/install.md              | 17 ++++++++---------
 docs/source/resources/robot/cobotmagic.md       |  3 +--
 docs/source/tutorial/create_scene.rst           |  4 +---
 docs/source/tutorial/create_softbody.rst        |  2 --
 docs/source/tutorial/rl.rst                     |  2 +-
 embodichain/lab/gym/envs/base_env.py            |  3 +--
 embodichain/lab/sim/objects/articulation.py     |  6 ------
 embodichain/lab/sim/robots/cobotmagic.py        |  3 +--
 embodichain/lab/sim/robots/dexforce_w1/cfg.py   |  1 -
 embodichain/lab/sim/sim_manager.py              |  7 ++++++-
 examples/sim/demo/grasp_cup_to_caffe.py         |  4 ++--
 examples/sim/gizmo/gizmo_camera.py              |  7 -------
 examples/sim/gizmo/gizmo_object.py              |  7 -------
 examples/sim/gizmo/gizmo_robot.py               |  7 -------
 examples/sim/gizmo/gizmo_scene.py               |  7 -------
 examples/sim/gizmo/gizmo_w1.py                  |  7 -------
 examples/sim/planners/motion_generator.py       |  1 -
 examples/sim/scene/scene_demo.py                |  5 ++---
 examples/sim/sensors/batch_camera.py            |  7 +++++--
 examples/sim/solvers/differential_solver.py     |  3 +--
 examples/sim/solvers/opw_solver.py              |  1 -
 examples/sim/solvers/pink_solver.py             |  1 -
 examples/sim/solvers/pinocchio_solver.py        |  1 -
 examples/sim/solvers/pytorch_solver.py          |  3 +--
 examples/sim/solvers/srs_solver.py              |  1 -
 .../analyze_cartesian_workspace.py              |  1 -
 .../analyze_joint_workspace.py                  |  1 -
 .../analyze_plane_workspace.py                  |  1 -
 pyproject.toml                                  |  2 +-
 .../tutorials/sim/create_rigid_object_group.py  |  6 ++----
 scripts/tutorials/sim/create_robot.py           |  5 +----
 scripts/tutorials/sim/create_scene.py           |  6 ++----
 scripts/tutorials/sim/create_sensor.py          |  5 +----
 scripts/tutorials/sim/create_softbody.py        |  3 ---
 scripts/tutorials/sim/gizmo_robot.py            |  4 ----
 scripts/tutorials/sim/motion_generator.py       |  1 -
 scripts/tutorials/sim/srs_solver.py             |  1 -
 tests/gym/envs/test_base_env.py                 | 11 +++++++++--
 tests/sim/objects/test_articulation.py          |  5 +++--
 tests/sim/objects/test_light.py                 |  3 +--
 tests/sim/objects/test_rigid_object.py          |  8 ++++++--
 tests/sim/objects/test_rigid_object_group.py    |  5 +++--
 tests/sim/objects/test_robot.py                 |  3 +--
 tests/sim/objects/test_soft_object.py           |  5 +++--
 tests/sim/planners/test_motion_generator.py     |  1 -
 tests/sim/sensors/test_camera.py                | 13 +++++++++++--
 tests/sim/sensors/test_stereo.py                | 13 +++++++++++--
 tests/sim/solvers/test_differential_solver.py   |  1 -
 tests/sim/solvers/test_opw_solver.py            |  1 -
 tests/sim/solvers/test_pink_solver.py           |  1 -
 tests/sim/solvers/test_pinocchio_solver.py      |  1 -
 tests/sim/solvers/test_pytorch_solver.py        |  1 -
 tests/sim/solvers/test_srs_solver.py            |  1 -
 tests/sim/utility/test_workspace_analyze.py     |  1 -
 56 files changed, 86 insertions(+), 138 deletions(-)

diff --git a/README.md b/README.md
index 5e3a0215..95314178 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@
 
 [![License](https://img.shields.io/github/license/DexForce/EmbodiChain)](LICENSE)
 [![GitHub Pages](https://img.shields.io/badge/GitHub%20Pages-docs-blue?logo=github&logoColor=white)](https://dexforce.github.io/EmbodiChain/introduction.html)
-[![Python](https://img.shields.io/badge/python-3.10-blue.svg)](https://docs.python.org/3/whatsnew/3.10.html)
+[![Python](https://img.shields.io/badge/python-3.10%20|%203.11-blue.svg)](https://docs.python.org/3/whatsnew/3.10.html)
 [![Version](https://img.shields.io/badge/version-0.0.1-blue.svg)](https://github.com/DexForce/EmbodiChain/releases)
 
 ---
diff --git a/docs/source/features/workspace_analyzer/workspace_analyzer.md b/docs/source/features/workspace_analyzer/workspace_analyzer.md
index e45579a9..133ee0eb 100644
--- a/docs/source/features/workspace_analyzer/workspace_analyzer.md
+++ b/docs/source/features/workspace_analyzer/workspace_analyzer.md
@@ -25,7 +25,6 @@ from embodichain.lab.sim.utility.workspace_analyzer import (
 
 # Setup simulation
 sim = SimulationManager(SimulationManagerCfg(headless=False, sim_device="cpu"))
-sim.build_multiple_arenas(1)
 
 # Add robot
 robot = sim.add_robot(DexforceW1Cfg.from_dict({
@@ -169,7 +168,6 @@ from embodichain.lab.sim.utility.workspace_analyzer.configs import Visualization
 
 # Setup simulation
 sim = SimulationManager(SimulationManagerCfg(headless=False, sim_device="cpu"))
-sim.build_multiple_arenas(1)
 
 # Add robot
 robot = sim.add_robot(DexforceW1Cfg.from_dict({
diff --git a/docs/source/quick_start/install.md b/docs/source/quick_start/install.md
index 63891019..fd00abef 100644
--- a/docs/source/quick_start/install.md
+++ b/docs/source/quick_start/install.md
@@ -4,22 +4,21 @@
 
 The following minimum system requirements are recommended to run EmbodiChain reliably. These are the tested configurations during development — other Linux distributions and versions may work but are not officially supported.
 
-- Operating System: Linux (x86_64)
-    - Recommended distributions: Ubuntu 20.04 LTS or Ubuntu 22.04 LTS
+- Operating System: 
+    - Linux (x86_64): Ubuntu 20.04+
 
 - NVIDIA GPU and drivers:
-    - Hardware: NVIDIA GPU with compute capability 7.0 or higher (e.g., RTX 20 series, RTX 30 series, A100, etc.)
-    - NVIDIA driver: 535 or higher (recommended 570)
-    - CUDA Toolkit: any of 11.8 — 12.8 (we test primarily with 11.8 and 12.x)
+    - Hardware: NVIDIA GPU with compute capability 7.0 or higher
+    - NVIDIA Driver: 535 or higher (recommended 570)
+
 
 - Python:
-    - Supported Python versions:
-        - Python 3.10
-    - Use a virtual environment (venv, virtualenv, or conda) to isolate dependencies
+    - 3.10
+    - 3.11
 
 Notes:
 
-- Ensure your NVIDIA driver and CUDA toolkit versions are compatible with your chosen PyTorch wheel.
+- Ensure your NVIDIA driver is compatible with your chosen PyTorch wheel.
 - We recommend installing PyTorch from the official PyTorch instructions for your CUDA version: https://pytorch.org/get-started/locally/
 
 ---
diff --git a/docs/source/resources/robot/cobotmagic.md b/docs/source/resources/robot/cobotmagic.md
index 63eb6b65..de23dd2a 100644
--- a/docs/source/resources/robot/cobotmagic.md
+++ b/docs/source/resources/robot/cobotmagic.md
@@ -39,9 +39,8 @@ CobotMagic is a versatile dual-arm collaborative robot developed by AgileX Robot
 from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
 from embodichain.lab.sim.robots import CobotMagicCfg
 
-config = SimulationManagerCfg(headless=False, sim_device="cpu")
+config = SimulationManagerCfg(headless=False, sim_device="cpu", num_envs=2)
 sim = SimulationManager(config)
-sim.build_multiple_arenas(2)  # Supports parallel simulation in multiple arenas
 sim.set_manual_update(False)
 
 robot = sim.add_robot(cfg=CobotMagicCfg().from_dict({}))
diff --git a/docs/source/tutorial/create_scene.rst b/docs/source/tutorial/create_scene.rst
index 4f8dd314..244bd932 100644
--- a/docs/source/tutorial/create_scene.rst
+++ b/docs/source/tutorial/create_scene.rst
@@ -31,15 +31,13 @@ Command-line arguments are parsed using ``argparse`` to allow for easy customiza
 .. literalinclude:: ../../../scripts/tutorials/sim/create_scene.py
    :language: python
    :start-at: # Parse command line arguments
-   :end-at: sim.build_multiple_arenas(args.num_envs, space=3.0)
+   :end-at: sim = SimulationManager(sim_cfg)
 
 There are two kinds of physics mode in :class:`SimulationManager`:
 
 - `manual`: The physics updates only when the user calls the :meth:`SimulationManager.update` function. This mode is used for robot learning tasks where precise control over simulation steps is required. Enabled by setting :meth:`SimulationManager.set_manual_update` to True.
 - `auto`: The physics updates in a standalone thread, which enable asynchronous rendering and physics stepping. This mode is suitable for visualizations and demos for digital twins applications. This is the default mode.
 
-If `num_envs` is greater than 1, :meth:`SimulationManager.build_multiple_arenas` should be used to create multiple simulation arenas.
-
 Adding objects to the scene
 ---------------------------
 
diff --git a/docs/source/tutorial/create_softbody.rst b/docs/source/tutorial/create_softbody.rst
index cfaf85c8..d6fd5de2 100644
--- a/docs/source/tutorial/create_softbody.rst
+++ b/docs/source/tutorial/create_softbody.rst
@@ -32,8 +32,6 @@ The first step is to configure the simulation environment. This is done using th
    :start-at: # Configure the simulation
    :end-at:     print("[INFO]: Scene setup complete!")
 
-If ``num_envs`` is greater than 1, :meth:`SimulationManager.build_multiple_arenas` should be used to create multiple simulation arenas.
-
 Adding a soft body to the scene
 -------------------------------
 
diff --git a/docs/source/tutorial/rl.rst b/docs/source/tutorial/rl.rst
index d3c18883..7be8c73c 100644
--- a/docs/source/tutorial/rl.rst
+++ b/docs/source/tutorial/rl.rst
@@ -182,7 +182,7 @@ To start training, run:
 
 .. code-block:: bash
 
-   python embodichain/agents/rl/train.py --config configs/agents/rl/push_cube/train_config.json
+   python -m embodichain.agents.rl.train --config configs/agents/rl/push_cube/train_config.json
 
 Outputs
 -------
diff --git a/embodichain/lab/gym/envs/base_env.py b/embodichain/lab/gym/envs/base_env.py
index 244a94a7..1b2e5b5a 100644
--- a/embodichain/lab/gym/envs/base_env.py
+++ b/embodichain/lab/gym/envs/base_env.py
@@ -109,6 +109,7 @@ def __init__(
             self.sim_cfg = SimulationManagerCfg(headless=True)
         else:
             self.sim_cfg = self.cfg.sim_cfg
+            self.sim_cfg.num_envs = self.num_envs
 
         if self.cfg.seed is not None:
             self.cfg.seed = set_seed(self.cfg.seed)
@@ -208,8 +209,6 @@ def _setup_scene(self, **kwargs):
         logger.log_info(
             f"Initializing {self.num_envs} environments on {self.sim_cfg.sim_device}."
         )
-        if self.num_envs > 1:
-            self.sim.build_multiple_arenas(self.num_envs)
 
         self.robot = self._setup_robot(**kwargs)
         if self.robot is None:
diff --git a/embodichain/lab/sim/objects/articulation.py b/embodichain/lab/sim/objects/articulation.py
index 00a03deb..4930c368 100644
--- a/embodichain/lab/sim/objects/articulation.py
+++ b/embodichain/lab/sim/objects/articulation.py
@@ -797,7 +797,6 @@ def set_local_pose(
             # we should keep `pose_` life cycle to the end of the function.
             pose_ = torch.cat((quat, xyz), dim=-1)
             indices = self.body_data.gpu_indices[local_env_ids]
-            torch.cuda.synchronize(self.device)
             self._ps.gpu_apply_root_data(
                 data=pose_,
                 gpu_indices=indices,
@@ -981,7 +980,6 @@ def set_qpos(
             indices = self.body_data.gpu_indices[local_env_ids]
             qpos_set = self.body_data._qpos[local_env_ids]
             qpos_set[:, local_joint_ids] = qpos
-            torch.cuda.synchronize(self.device)
             self._ps.gpu_apply_joint_data(
                 data=qpos_set,
                 gpu_indices=indices,
@@ -1045,7 +1043,6 @@ def set_qvel(
                 self.body_data.qvel
                 qvel_set = self.body_data._qvel[local_env_ids]
                 qvel_set[:, joint_ids] = qvel
-            torch.cuda.synchronize(self.device)
             self._ps.gpu_apply_joint_data(
                 data=qvel_set,
                 gpu_indices=indices,
@@ -1086,7 +1083,6 @@ def set_qf(
                 self.body_data.qf
                 qf_set = self.body_data._qf[local_env_ids]
                 qf_set[:, joint_ids] = qf
-            torch.cuda.synchronize(self.device)
             self._ps.gpu_apply_joint_data(
                 data=qf_set,
                 gpu_indices=indices,
@@ -1167,13 +1163,11 @@ def clear_dynamics(self, env_ids: Sequence[int] | None = None) -> None:
                 (len(local_env_ids), self.dof), dtype=torch.float32, device=self.device
             )
             indices = self.body_data.gpu_indices[local_env_ids]
-            torch.cuda.synchronize(self.device)
             self._ps.gpu_apply_joint_data(
                 data=zeros,
                 gpu_indices=indices,
                 data_type=ArticulationGPUAPIWriteType.JOINT_VELOCITY,
             )
-            torch.cuda.synchronize(self.device)
             self._ps.gpu_apply_joint_data(
                 data=zeros,
                 gpu_indices=indices,
diff --git a/embodichain/lab/sim/robots/cobotmagic.py b/embodichain/lab/sim/robots/cobotmagic.py
index ec393312..a2e9c799 100644
--- a/embodichain/lab/sim/robots/cobotmagic.py
+++ b/embodichain/lab/sim/robots/cobotmagic.py
@@ -207,9 +207,8 @@ def build_pk_serial_chain(
 
     torch.set_printoptions(precision=5, sci_mode=False)
 
-    config = SimulationManagerCfg(headless=False, sim_device="cuda")
+    config = SimulationManagerCfg(headless=False, sim_device="cuda", num_envs=2)
     sim = SimulationManager(config)
-    sim.build_multiple_arenas(2)
 
     config = {
         "init_pos": [0.0, 0.0, 1.0],
diff --git a/embodichain/lab/sim/robots/dexforce_w1/cfg.py b/embodichain/lab/sim/robots/dexforce_w1/cfg.py
index 04dbdd2d..6dc44ffe 100644
--- a/embodichain/lab/sim/robots/dexforce_w1/cfg.py
+++ b/embodichain/lab/sim/robots/dexforce_w1/cfg.py
@@ -371,7 +371,6 @@ def build_pk_serial_chain(
 
     config = SimulationManagerCfg(headless=True, sim_device="cpu")
     sim = SimulationManager(config)
-    sim.build_multiple_arenas(1)
 
     cfg = DexforceW1Cfg.from_dict(
         {
diff --git a/embodichain/lab/sim/sim_manager.py b/embodichain/lab/sim/sim_manager.py
index b41a1d83..83c231ce 100644
--- a/embodichain/lab/sim/sim_manager.py
+++ b/embodichain/lab/sim/sim_manager.py
@@ -125,6 +125,9 @@ class SimulationManagerCfg:
     cpu_num: int = 1
     """The number of CPU threads to use for the simulation engine."""
 
+    num_envs: int = 1
+    """The number of parallel environments (arenas) to simulate."""
+
     arena_space: float = 5.0
     """The distance between each arena when building multiple arenas."""
 
@@ -243,6 +246,8 @@ def __init__(
         # Set physics to manual update mode by default.
         self.set_manual_update(True)
 
+        self._build_multiple_arenas(sim_config.num_envs)
+
     @property
     def num_envs(self) -> int:
         """Get the number of arenas in the simulation.
@@ -500,7 +505,7 @@ def close_window(self) -> None:
         self._world.close_window()
         self.is_window_opened = False
 
-    def build_multiple_arenas(self, num: int, space: float | None = None) -> None:
+    def _build_multiple_arenas(self, num: int, space: float | None = None) -> None:
         """Build multiple arenas in a grid pattern.
 
         This interface is used for vectorized simulation.
diff --git a/examples/sim/demo/grasp_cup_to_caffe.py b/examples/sim/demo/grasp_cup_to_caffe.py
index 77f31fb9..d7ca2718 100644
--- a/examples/sim/demo/grasp_cup_to_caffe.py
+++ b/examples/sim/demo/grasp_cup_to_caffe.py
@@ -83,11 +83,11 @@ def initialize_simulation(args) -> SimulationManager:
         sim_device=args.device,
         enable_rt=args.enable_rt,
         physics_dt=1.0 / 100.0,
+        num_envs=args.num_envs,
+        arena_space=2.5,
     )
     sim = SimulationManager(config)
 
-    sim.build_multiple_arenas(args.num_envs, space=2.5)
-
     if args.enable_rt:
         light = sim.add_light(
             cfg=LightCfg(
diff --git a/examples/sim/gizmo/gizmo_camera.py b/examples/sim/gizmo/gizmo_camera.py
index 2b782a08..382c4f2f 100644
--- a/examples/sim/gizmo/gizmo_camera.py
+++ b/examples/sim/gizmo/gizmo_camera.py
@@ -40,9 +40,6 @@ def main():
     parser = argparse.ArgumentParser(
         description="Create and simulate a camera with gizmo in SimulationManager"
     )
-    parser.add_argument(
-        "--num_envs", type=int, default=1, help="Number of environments to simulate"
-    )
     parser.add_argument(
         "--device",
         type=str,
@@ -72,10 +69,6 @@ def main():
     sim = SimulationManager(sim_cfg)
     sim.set_manual_update(False)
 
-    # Build multiple arenas if requested
-    if args.num_envs > 1:
-        sim.build_multiple_arenas(args.num_envs, space=3.0)
-
     # Add some objects to the scene for camera to observe
     for i in range(5):
         cube_cfg = RigidObjectCfg(
diff --git a/examples/sim/gizmo/gizmo_object.py b/examples/sim/gizmo/gizmo_object.py
index 6b664eff..1860ea1a 100644
--- a/examples/sim/gizmo/gizmo_object.py
+++ b/examples/sim/gizmo/gizmo_object.py
@@ -43,9 +43,6 @@ def main():
         default=False,
         help="Run simulation in headless mode",
     )
-    parser.add_argument(
-        "--num_envs", type=int, default=1, help="Number of parallel environments"
-    )
     parser.add_argument(
         "--device", type=str, default="cpu", help="Simulation device (cuda or cpu)"
     )
@@ -70,10 +67,6 @@ def main():
     # Create the simulation instance
     sim = SimulationManager(sim_cfg)
 
-    # Build multiple arenas if requested
-    if args.num_envs > 1:
-        sim.build_multiple_arenas(args.num_envs, space=3.0)
-
     # Add two cubes to the scene
     cube1: RigidObject = sim.add_rigid_object(
         cfg=RigidObjectCfg(
diff --git a/examples/sim/gizmo/gizmo_robot.py b/examples/sim/gizmo/gizmo_robot.py
index fae79962..81fc4b2f 100644
--- a/examples/sim/gizmo/gizmo_robot.py
+++ b/examples/sim/gizmo/gizmo_robot.py
@@ -41,9 +41,6 @@ def main():
     parser = argparse.ArgumentParser(
         description="Create a simulation scene with SimulationManager"
     )
-    parser.add_argument(
-        "--num_envs", type=int, default=1, help="Number of parallel environments"
-    )
     parser.add_argument(
         "--device", type=str, default="cpu", help="Simulation device (cuda or cpu)"
     )
@@ -67,10 +64,6 @@ def main():
     sim = SimulationManager(sim_cfg)
     sim.set_manual_update(False)
 
-    # Build multiple arenas if requested
-    if args.num_envs > 1:
-        sim.build_multiple_arenas(args.num_envs, space=3.0)
-
     # Get UR10 URDF path
     urdf_path = get_data_path("UniversalRobots/UR10/UR10.urdf")
 
diff --git a/examples/sim/gizmo/gizmo_scene.py b/examples/sim/gizmo/gizmo_scene.py
index 31c7d233..dd3540d6 100644
--- a/examples/sim/gizmo/gizmo_scene.py
+++ b/examples/sim/gizmo/gizmo_scene.py
@@ -49,9 +49,6 @@ def main():
     parser = argparse.ArgumentParser(
         description="Create a simulation scene with SimulationManager"
     )
-    parser.add_argument(
-        "--num_envs", type=int, default=1, help="Number of parallel environments"
-    )
     parser.add_argument(
         "--device", type=str, default="cpu", help="Simulation device (cuda or cpu)"
     )
@@ -75,10 +72,6 @@ def main():
     sim = SimulationManager(sim_cfg)
     sim.set_manual_update(False)
 
-    # Build multiple arenas if requested
-    if args.num_envs > 1:
-        sim.build_multiple_arenas(args.num_envs, space=3.0)
-
     # Get DexForce W1 URDF path
     urdf_path = get_data_path(
         "DexforceW1V021_INDUSTRIAL_DH_PGC_GRIPPER_M/DexforceW1V021.urdf"
diff --git a/examples/sim/gizmo/gizmo_w1.py b/examples/sim/gizmo/gizmo_w1.py
index 90d73edc..2cf84a9e 100644
--- a/examples/sim/gizmo/gizmo_w1.py
+++ b/examples/sim/gizmo/gizmo_w1.py
@@ -41,9 +41,6 @@ def main():
     parser = argparse.ArgumentParser(
         description="Create a simulation scene with SimulationManager"
     )
-    parser.add_argument(
-        "--num_envs", type=int, default=1, help="Number of parallel environments"
-    )
     parser.add_argument(
         "--device", type=str, default="cpu", help="Simulation device (cuda or cpu)"
     )
@@ -67,10 +64,6 @@ def main():
     sim = SimulationManager(sim_cfg)
     sim.set_manual_update(False)
 
-    # Build multiple arenas if requested
-    if args.num_envs > 1:
-        sim.build_multiple_arenas(args.num_envs, space=3.0)
-
     # Get DexForce W1 URDF path
     urdf_path = get_data_path(
         "DexforceW1V021_INDUSTRIAL_DH_PGC_GRIPPER_M/DexforceW1V021.urdf"
diff --git a/examples/sim/planners/motion_generator.py b/examples/sim/planners/motion_generator.py
index d767aba3..9e7b7c9f 100644
--- a/examples/sim/planners/motion_generator.py
+++ b/examples/sim/planners/motion_generator.py
@@ -78,7 +78,6 @@ def main(interactive=False):
 
     # Initialize simulation
     sim = SimulationManager(SimulationManagerCfg(headless=False, sim_device="cpu"))
-    sim.build_multiple_arenas(1)
     sim.set_manual_update(False)
 
     # Robot configuration
diff --git a/examples/sim/scene/scene_demo.py b/examples/sim/scene/scene_demo.py
index 20ff70aa..ffab0977 100644
--- a/examples/sim/scene/scene_demo.py
+++ b/examples/sim/scene/scene_demo.py
@@ -122,12 +122,11 @@ def main():
         physics_dt=1.0 / 100.0,
         sim_device=args.device,
         enable_rt=not args.disable_rt,
+        num_envs=args.num_envs,
+        arena_space=10.0,
     )
     sim = SimulationManager(sim_cfg)
 
-    if args.num_envs > 1:
-        sim.build_multiple_arenas(args.num_envs, space=10.0)
-
     num_lights = 8
     radius = 5
     height = 8
diff --git a/examples/sim/sensors/batch_camera.py b/examples/sim/sensors/batch_camera.py
index efbd17fb..b4cd4370 100644
--- a/examples/sim/sensors/batch_camera.py
+++ b/examples/sim/sensors/batch_camera.py
@@ -33,10 +33,13 @@
 
 def main(args):
     config = SimulationManagerCfg(
-        headless=True, sim_device=args.device, arena_space=2, enable_rt=args.enable_rt
+        headless=True,
+        sim_device=args.device,
+        num_envs=args.num_envs,
+        arena_space=2,
+        enable_rt=args.enable_rt,
     )
     sim = SimulationManager(config)
-    sim.build_multiple_arenas(args.num_envs)
 
     rigid_obj: RigidObject = sim.add_rigid_object(
         cfg=RigidObjectCfg(
diff --git a/examples/sim/solvers/differential_solver.py b/examples/sim/solvers/differential_solver.py
index 1f056575..27f00e73 100644
--- a/examples/sim/solvers/differential_solver.py
+++ b/examples/sim/solvers/differential_solver.py
@@ -34,10 +34,9 @@ def main(visualize: bool = True):
     sim_device = "cpu"
     num_envs = 9  # Number of parallel arenas/environments
     config = SimulationManagerCfg(
-        headless=False, sim_device=sim_device, arena_space=1.5
+        headless=False, sim_device=sim_device, arena_space=1.5, num_envs=num_envs
     )
     sim = SimulationManager(config)
-    sim.build_multiple_arenas(num_envs)
     sim.set_manual_update(False)
 
     # Load robot URDF file
diff --git a/examples/sim/solvers/opw_solver.py b/examples/sim/solvers/opw_solver.py
index aa47eae8..e19c23f9 100644
--- a/examples/sim/solvers/opw_solver.py
+++ b/examples/sim/solvers/opw_solver.py
@@ -34,7 +34,6 @@ def main():
     sim_device = "cpu"
     config = SimulationManagerCfg(headless=False, sim_device=sim_device)
     sim = SimulationManager(config)
-    sim.build_multiple_arenas(1)
     sim.set_manual_update(False)
 
     # Robot configuration dictionary
diff --git a/examples/sim/solvers/pink_solver.py b/examples/sim/solvers/pink_solver.py
index aea419cd..e63e3264 100644
--- a/examples/sim/solvers/pink_solver.py
+++ b/examples/sim/solvers/pink_solver.py
@@ -34,7 +34,6 @@ def main():
     sim_device = "cpu"
     config = SimulationManagerCfg(headless=False, sim_device=sim_device)
     sim = SimulationManager(config)
-    sim.build_multiple_arenas(1)
     sim.set_manual_update(False)
 
     # Load robot URDF file
diff --git a/examples/sim/solvers/pinocchio_solver.py b/examples/sim/solvers/pinocchio_solver.py
index bfd3730b..af31adeb 100644
--- a/examples/sim/solvers/pinocchio_solver.py
+++ b/examples/sim/solvers/pinocchio_solver.py
@@ -35,7 +35,6 @@ def main():
     sim_device = "cpu"
     config = SimulationManagerCfg(headless=False, sim_device=sim_device)
     sim = SimulationManager(config)
-    sim.build_multiple_arenas(1)
     sim.set_manual_update(False)
 
     # Load robot URDF file
diff --git a/examples/sim/solvers/pytorch_solver.py b/examples/sim/solvers/pytorch_solver.py
index 822eac52..d587dc36 100644
--- a/examples/sim/solvers/pytorch_solver.py
+++ b/examples/sim/solvers/pytorch_solver.py
@@ -20,10 +20,9 @@ def main():
     sim_device = "cpu"
     num_envs = 9  # Number of parallel environments
     config = SimulationManagerCfg(
-        headless=False, sim_device=sim_device, arena_space=2.0
+        headless=False, sim_device=sim_device, arena_space=2.0, num_envs=num_envs
     )
     sim = SimulationManager(config)
-    sim.build_multiple_arenas(num_envs)
     sim.set_manual_update(False)
 
     # Load robot URDF file
diff --git a/examples/sim/solvers/srs_solver.py b/examples/sim/solvers/srs_solver.py
index 5d9922b3..314040ea 100644
--- a/examples/sim/solvers/srs_solver.py
+++ b/examples/sim/solvers/srs_solver.py
@@ -38,7 +38,6 @@ def main():
         )
     )
 
-    sim.build_multiple_arenas(1)
     sim.set_manual_update(False)
 
     robot: Robot = sim.add_robot(cfg=DexforceW1Cfg.from_dict({"uid": "dexforce_w1"}))
diff --git a/examples/sim/utility/workspace_analyzer/analyze_cartesian_workspace.py b/examples/sim/utility/workspace_analyzer/analyze_cartesian_workspace.py
index d3ac0e8e..f3b607bc 100644
--- a/examples/sim/utility/workspace_analyzer/analyze_cartesian_workspace.py
+++ b/examples/sim/utility/workspace_analyzer/analyze_cartesian_workspace.py
@@ -39,7 +39,6 @@
         headless=False, sim_device="cpu", width=1080, height=1080
     )
     sim = SimulationManager(config)
-    sim.build_multiple_arenas(1)
     sim.set_manual_update(False)
 
     cfg = DexforceW1Cfg.from_dict(
diff --git a/examples/sim/utility/workspace_analyzer/analyze_joint_workspace.py b/examples/sim/utility/workspace_analyzer/analyze_joint_workspace.py
index 1a55a8d4..d20db509 100644
--- a/examples/sim/utility/workspace_analyzer/analyze_joint_workspace.py
+++ b/examples/sim/utility/workspace_analyzer/analyze_joint_workspace.py
@@ -32,7 +32,6 @@
 
     config = SimulationManagerCfg(headless=False, sim_device="cpu")
     sim_manager = SimulationManager(config)
-    sim_manager.build_multiple_arenas(1)
     sim_manager.set_manual_update(False)
 
     cfg = DexforceW1Cfg.from_dict(
diff --git a/examples/sim/utility/workspace_analyzer/analyze_plane_workspace.py b/examples/sim/utility/workspace_analyzer/analyze_plane_workspace.py
index 97587300..b36c2896 100644
--- a/examples/sim/utility/workspace_analyzer/analyze_plane_workspace.py
+++ b/examples/sim/utility/workspace_analyzer/analyze_plane_workspace.py
@@ -40,7 +40,6 @@
         headless=False, sim_device="cpu", width=1080, height=1080
     )
     sim = SimulationManager(config)
-    sim.build_multiple_arenas(1)
     sim.set_manual_update(False)
 
     cfg = DexforceW1Cfg.from_dict(
diff --git a/pyproject.toml b/pyproject.toml
index 7ce70560..ad6d6d2e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,7 +26,7 @@ dynamic = ["version"]
 # Core install dependencies (kept from requirements.txt). Some VCS links are
 # specified using PEP 508 direct references where present.
 dependencies = [
-  "dexsim_engine",
+  "dexsim_engine==0.3.8",
   "setuptools>=78.1.1",
   "gymnasium==0.29.1",
   "casadi==3.7.1",
diff --git a/scripts/tutorials/sim/create_rigid_object_group.py b/scripts/tutorials/sim/create_rigid_object_group.py
index 223c72d4..c385bdc7 100644
--- a/scripts/tutorials/sim/create_rigid_object_group.py
+++ b/scripts/tutorials/sim/create_rigid_object_group.py
@@ -66,15 +66,13 @@ def main():
         physics_dt=1.0 / 100.0,  # Physics timestep (100 Hz)
         sim_device=args.device,
         enable_rt=args.enable_rt,  # Enable ray tracing for better visuals
+        num_envs=args.num_envs,
+        arena_space=3.0,
     )
 
     # Create the simulation instance
     sim = SimulationManager(sim_cfg)
 
-    # Build multiple arenas if requested
-    if args.num_envs > 1:
-        sim.build_multiple_arenas(args.num_envs, space=3.0)
-
     physics_attrs = RigidBodyAttributesCfg(
         mass=1.0,
         dynamic_friction=0.5,
diff --git a/scripts/tutorials/sim/create_robot.py b/scripts/tutorials/sim/create_robot.py
index 29a46064..7ae2c28f 100644
--- a/scripts/tutorials/sim/create_robot.py
+++ b/scripts/tutorials/sim/create_robot.py
@@ -69,13 +69,10 @@ def main():
         arena_space=3.0,
         enable_rt=args.enable_rt,
         physics_dt=1.0 / 100.0,
+        num_envs=args.num_envs,
     )
     sim = SimulationManager(config)
 
-    # Build multiple environments if requested
-    if args.num_envs > 1:
-        sim.build_multiple_arenas(args.num_envs)
-
     # Create robot configuration
     robot = create_robot(sim)
 
diff --git a/scripts/tutorials/sim/create_scene.py b/scripts/tutorials/sim/create_scene.py
index be353d29..d89b92d2 100644
--- a/scripts/tutorials/sim/create_scene.py
+++ b/scripts/tutorials/sim/create_scene.py
@@ -64,15 +64,13 @@ def main():
         physics_dt=1.0 / 100.0,  # Physics timestep (100 Hz)
         sim_device=args.device,
         enable_rt=args.enable_rt,  # Enable ray tracing for better visuals
+        num_envs=args.num_envs,
+        arena_space=3.0,
     )
 
     # Create the simulation instance
     sim = SimulationManager(sim_cfg)
 
-    # Build multiple arenas if requested
-    if args.num_envs > 1:
-        sim.build_multiple_arenas(args.num_envs, space=3.0)
-
     # Add objects to the scene
     cube: RigidObject = sim.add_rigid_object(
         cfg=RigidObjectCfg(
diff --git a/scripts/tutorials/sim/create_sensor.py b/scripts/tutorials/sim/create_sensor.py
index d35e2cd7..52db7b87 100644
--- a/scripts/tutorials/sim/create_sensor.py
+++ b/scripts/tutorials/sim/create_sensor.py
@@ -103,13 +103,10 @@ def main():
         arena_space=3.0,
         enable_rt=args.enable_rt,
         physics_dt=1.0 / 100.0,
+        num_envs=args.num_envs,
     )
     sim = SimulationManager(config)
 
-    # Build multiple environments if requested
-    if args.num_envs > 1:
-        sim.build_multiple_arenas(args.num_envs)
-
     # Create robot configuration
     robot = create_robot(sim)
 
diff --git a/scripts/tutorials/sim/create_softbody.py b/scripts/tutorials/sim/create_softbody.py
index 55a368dd..1aa732d3 100644
--- a/scripts/tutorials/sim/create_softbody.py
+++ b/scripts/tutorials/sim/create_softbody.py
@@ -71,9 +71,6 @@ def main():
     # Create the simulation instance
     sim = SimulationManager(sim_cfg)
 
-    # Build multiple arenas if requested
-    if args.num_envs > 1:
-        sim.build_multiple_arenas(args.num_envs, space=3.0)
     print("[INFO]: Scene setup complete!")
 
     # add softbody to the scene
diff --git a/scripts/tutorials/sim/gizmo_robot.py b/scripts/tutorials/sim/gizmo_robot.py
index fae79962..74ec5d9b 100644
--- a/scripts/tutorials/sim/gizmo_robot.py
+++ b/scripts/tutorials/sim/gizmo_robot.py
@@ -67,10 +67,6 @@ def main():
     sim = SimulationManager(sim_cfg)
     sim.set_manual_update(False)
 
-    # Build multiple arenas if requested
-    if args.num_envs > 1:
-        sim.build_multiple_arenas(args.num_envs, space=3.0)
-
     # Get UR10 URDF path
     urdf_path = get_data_path("UniversalRobots/UR10/UR10.urdf")
 
diff --git a/scripts/tutorials/sim/motion_generator.py b/scripts/tutorials/sim/motion_generator.py
index c09a1ed3..ca2fca22 100644
--- a/scripts/tutorials/sim/motion_generator.py
+++ b/scripts/tutorials/sim/motion_generator.py
@@ -78,7 +78,6 @@ def main():
 
     # Initialize simulation
     sim = SimulationManager(SimulationManagerCfg(headless=False, sim_device="cpu"))
-    sim.build_multiple_arenas(1)
     sim.set_manual_update(False)
 
     # Robot configuration
diff --git a/scripts/tutorials/sim/srs_solver.py b/scripts/tutorials/sim/srs_solver.py
index 5d9922b3..314040ea 100644
--- a/scripts/tutorials/sim/srs_solver.py
+++ b/scripts/tutorials/sim/srs_solver.py
@@ -38,7 +38,6 @@ def main():
         )
     )
 
-    sim.build_multiple_arenas(1)
     sim.set_manual_update(False)
 
     robot: Robot = sim.add_robot(cfg=DexforceW1Cfg.from_dict({"uid": "dexforce_w1"}))
diff --git a/tests/gym/envs/test_base_env.py b/tests/gym/envs/test_base_env.py
index 4857b1bd..e9d1f3ab 100644
--- a/tests/gym/envs/test_base_env.py
+++ b/tests/gym/envs/test_base_env.py
@@ -45,7 +45,6 @@ class RandomReachEnv(BaseEnv):
 
     def __init__(
         self,
-        num_envs=1,
         drive_type="force",
         headless=False,
         device="cpu",
@@ -57,7 +56,7 @@ def __init__(
             sim_cfg=SimulationManagerCfg(
                 headless=headless, arena_space=2.0, sim_device=device
             ),
-            num_envs=num_envs,
+            num_envs=NUM_ENVS,
         )
 
         super().__init__(
@@ -184,3 +183,11 @@ def setup_method(self):
 class TestBaseEnvCUDA(BaseEnvTest):
     def setup_method(self):
         self.setup_simulation("cuda")
+
+
+if __name__ == "__main__":
+    # Execute the tests when the script is run directly
+    test_cpu = TestBaseEnvCPU()
+    test_cpu.setup_method()
+    test_cpu.test_env_rollout()
+    test_cpu.teardown_method()
diff --git a/tests/sim/objects/test_articulation.py b/tests/sim/objects/test_articulation.py
index fe93e631..ad037533 100644
--- a/tests/sim/objects/test_articulation.py
+++ b/tests/sim/objects/test_articulation.py
@@ -37,9 +37,10 @@ class BaseArticulationTest:
     """Shared test logic for CPU and CUDA."""
 
     def setup_simulation(self, sim_device):
-        config = SimulationManagerCfg(headless=True, sim_device=sim_device)
+        config = SimulationManagerCfg(
+            headless=True, sim_device=sim_device, num_envs=NUM_ARENAS
+        )
         self.sim = SimulationManager(config)
-        self.sim.build_multiple_arenas(NUM_ARENAS)
 
         art_path = get_data_path(ART_PATH)
         assert os.path.isfile(art_path)
diff --git a/tests/sim/objects/test_light.py b/tests/sim/objects/test_light.py
index fe6ef551..ec726648 100644
--- a/tests/sim/objects/test_light.py
+++ b/tests/sim/objects/test_light.py
@@ -23,9 +23,8 @@
 class TestLight:
     def setup_method(self):
         # Setup SimulationManager
-        config = SimulationManagerCfg(headless=True, sim_device="cpu")
+        config = SimulationManagerCfg(headless=True, sim_device="cpu", num_envs=10)
         self.sim = SimulationManager(config)
-        self.sim.build_multiple_arenas(10)
 
         # Create batch of lights
         cfg_dict = {
diff --git a/tests/sim/objects/test_rigid_object.py b/tests/sim/objects/test_rigid_object.py
index 86ed73d3..d43a3ad9 100644
--- a/tests/sim/objects/test_rigid_object.py
+++ b/tests/sim/objects/test_rigid_object.py
@@ -40,9 +40,10 @@ class BaseRigidObjectTest:
     """Shared test logic for CPU and CUDA."""
 
     def setup_simulation(self, sim_device):
-        config = SimulationManagerCfg(headless=True, sim_device=sim_device)
+        config = SimulationManagerCfg(
+            headless=True, sim_device=sim_device, num_envs=NUM_ARENAS
+        )
         self.sim = SimulationManager(config)
-        self.sim.build_multiple_arenas(NUM_ARENAS)
 
         duck_path = get_data_path(DUCK_PATH)
         assert os.path.isfile(duck_path)
@@ -57,6 +58,9 @@ def setup_simulation(self, sim_device):
                 "shape_type": "Mesh",
                 "fpath": duck_path,
             },
+            "attrs": {
+                "mass": 1.0,
+            },
             "body_type": "dynamic",
         }
         self.duck: RigidObject = self.sim.add_rigid_object(
diff --git a/tests/sim/objects/test_rigid_object_group.py b/tests/sim/objects/test_rigid_object_group.py
index e9a818ee..36f60923 100644
--- a/tests/sim/objects/test_rigid_object_group.py
+++ b/tests/sim/objects/test_rigid_object_group.py
@@ -35,9 +35,10 @@ class BaseRigidObjectGroupTest:
     """Shared test logic for CPU and CUDA."""
 
     def setup_simulation(self, sim_device):
-        config = SimulationManagerCfg(headless=True, sim_device=sim_device)
+        config = SimulationManagerCfg(
+            headless=True, sim_device=sim_device, num_envs=NUM_ARENAS
+        )
         self.sim = SimulationManager(config)
-        self.sim.build_multiple_arenas(NUM_ARENAS)
 
         duck_path = get_data_path(DUCK_PATH)
         assert os.path.isfile(duck_path)
diff --git a/tests/sim/objects/test_robot.py b/tests/sim/objects/test_robot.py
index 54200207..ac0067ca 100644
--- a/tests/sim/objects/test_robot.py
+++ b/tests/sim/objects/test_robot.py
@@ -52,9 +52,8 @@
 class BaseRobotTest:
     def setup_simulation(self, sim_device):
         # Set up simulation with specified device (CPU or CUDA)
-        config = SimulationManagerCfg(headless=True, sim_device=sim_device)
+        config = SimulationManagerCfg(headless=True, sim_device=sim_device, num_envs=10)
         self.sim = SimulationManager(config)
-        self.sim.build_multiple_arenas(10)  # NUM_ARENAS = 10
 
         cfg = DexforceW1Cfg.from_dict(
             {
diff --git a/tests/sim/objects/test_soft_object.py b/tests/sim/objects/test_soft_object.py
index 3099c2da..c4d9c546 100644
--- a/tests/sim/objects/test_soft_object.py
+++ b/tests/sim/objects/test_soft_object.py
@@ -40,6 +40,8 @@ def setup_simulation(self):
             physics_dt=1.0 / 100.0,  # Physics timestep (100 Hz)
             sim_device="cuda",
             enable_rt=False,  # Enable ray tracing for better visuals
+            num_envs=4,
+            arena_space=3.0,
         )
 
         # Create the simulation instance
@@ -49,8 +51,7 @@ def setup_simulation(self):
 
         # Enable manual physics update for precise control
         self.n_envs = 4
-        # Build multiple arenas if requested
-        self.sim.build_multiple_arenas(self.n_envs, space=3.0)
+
         # add softbody to the scene
         self.cow: SoftObject = self.sim.add_soft_object(
             cfg=SoftObjectCfg(
diff --git a/tests/sim/planners/test_motion_generator.py b/tests/sim/planners/test_motion_generator.py
index 67e17dcf..f321ffe9 100644
--- a/tests/sim/planners/test_motion_generator.py
+++ b/tests/sim/planners/test_motion_generator.py
@@ -40,7 +40,6 @@ class BaseTestMotionGenerator(object):
     def setup_class(cls):
         cls.config = SimulationManagerCfg(headless=True, sim_device="cpu")
         cls.robot_sim = SimulationManager(cls.config)
-        cls.robot_sim.build_multiple_arenas(1)
         cls.robot_sim.set_manual_update(False)
 
         cfg_dict = {
diff --git a/tests/sim/sensors/test_camera.py b/tests/sim/sensors/test_camera.py
index b8999949..2de23f2e 100644
--- a/tests/sim/sensors/test_camera.py
+++ b/tests/sim/sensors/test_camera.py
@@ -33,10 +33,9 @@ class CameraTest:
     def setup_simulation(self, sim_device, enable_rt):
         # Setup SimulationManager
         config = SimulationManagerCfg(
-            headless=True, sim_device=sim_device, enable_rt=enable_rt
+            headless=True, sim_device=sim_device, enable_rt=enable_rt, num_envs=NUM_ENVS
         )
         self.sim = SimulationManager(config)
-        self.sim.build_multiple_arenas(NUM_ENVS)
         # Create batch of cameras
         cfg_dict = {
             "sensor_type": "Camera",
@@ -144,11 +143,21 @@ def setup_method(self):
         self.setup_simulation("cpu", enable_rt=False)
 
 
+class TestCameraRaster(CameraTest):
+    def setup_method(self):
+        self.setup_simulation("cuda", enable_rt=False)
+
+
 class TestCameraFastRT(CameraTest):
     def setup_method(self):
         self.setup_simulation("cpu", enable_rt=True)
 
 
+class TestCameraFastRT(CameraTest):
+    def setup_method(self):
+        self.setup_simulation("cuda", enable_rt=True)
+
+
 if __name__ == "__main__":
     test = CameraTest()
     test.setup_simulation("cpu", enable_rt=False)
diff --git a/tests/sim/sensors/test_stereo.py b/tests/sim/sensors/test_stereo.py
index 737bae6a..0119a2d7 100644
--- a/tests/sim/sensors/test_stereo.py
+++ b/tests/sim/sensors/test_stereo.py
@@ -27,10 +27,9 @@ class StereoCameraTest:
     def setup_simulation(self, sim_device, enable_rt):
         # Setup SimulationManager
         config = SimulationManagerCfg(
-            headless=True, sim_device=sim_device, enable_rt=enable_rt
+            headless=True, sim_device=sim_device, enable_rt=enable_rt, num_envs=NUM_ENVS
         )
         self.sim = SimulationManager(config)
-        self.sim.build_multiple_arenas(4)
         # Create batch of cameras
         cfg_dict = {
             "sensor_type": "StereoCamera",
@@ -150,6 +149,16 @@ def setup_method(self):
         self.setup_simulation("cpu", enable_rt=False)
 
 
+class TestStereoCameraRaster(StereoCameraTest):
+    def setup_method(self):
+        self.setup_simulation("cuda", enable_rt=False)
+
+
 class TestStereoCameraFastRT(StereoCameraTest):
     def setup_method(self):
         self.setup_simulation("cpu", enable_rt=True)
+
+
+class TestStereoCameraFastRT(StereoCameraTest):
+    def setup_method(self):
+        self.setup_simulation("cuda", enable_rt=True)
diff --git a/tests/sim/solvers/test_differential_solver.py b/tests/sim/solvers/test_differential_solver.py
index 4103f109..3ce4b734 100644
--- a/tests/sim/solvers/test_differential_solver.py
+++ b/tests/sim/solvers/test_differential_solver.py
@@ -33,7 +33,6 @@ def setup_simulation(self, solver_type: str):
         # Set up simulation with specified device (CPU or CUDA)
         config = SimulationManagerCfg(headless=True, sim_device="cpu")
         self.sim = SimulationManager(config)
-        self.sim.build_multiple_arenas(1)
 
         # Load robot URDF file
         urdf = get_data_path("DexforceW1V021/DexforceW1_v02_1.urdf")
diff --git a/tests/sim/solvers/test_opw_solver.py b/tests/sim/solvers/test_opw_solver.py
index 6df71a18..bf6a7c4a 100644
--- a/tests/sim/solvers/test_opw_solver.py
+++ b/tests/sim/solvers/test_opw_solver.py
@@ -30,7 +30,6 @@ class BaseSolverTest:
     def setup_simulation(self):
         config = SimulationManagerCfg(headless=True, sim_device="cpu")
         self.sim = SimulationManager(config)
-        self.sim.build_multiple_arenas(1)
         self.sim.set_manual_update(False)
 
         cfg_dict = {
diff --git a/tests/sim/solvers/test_pink_solver.py b/tests/sim/solvers/test_pink_solver.py
index 590ed6dc..537374a3 100644
--- a/tests/sim/solvers/test_pink_solver.py
+++ b/tests/sim/solvers/test_pink_solver.py
@@ -33,7 +33,6 @@ def setup_simulation(self, solver_type: str):
         # Set up simulation with specified device (CPU or CUDA)
         config = SimulationManagerCfg(headless=True, sim_device="cpu")
         self.sim = SimulationManager(config)
-        self.sim.build_multiple_arenas(1)
         self.sim.set_manual_update(False)
 
         # Load robot URDF file
diff --git a/tests/sim/solvers/test_pinocchio_solver.py b/tests/sim/solvers/test_pinocchio_solver.py
index db9dd360..3650a853 100644
--- a/tests/sim/solvers/test_pinocchio_solver.py
+++ b/tests/sim/solvers/test_pinocchio_solver.py
@@ -33,7 +33,6 @@ def setup_simulation(self, solver_type: str):
         # Set up simulation with specified device (CPU or CUDA)
         config = SimulationManagerCfg(headless=True, sim_device="cpu")
         self.sim = SimulationManager(config)
-        self.sim.build_multiple_arenas(1)
         self.sim.set_manual_update(False)
 
         # Load robot URDF file
diff --git a/tests/sim/solvers/test_pytorch_solver.py b/tests/sim/solvers/test_pytorch_solver.py
index 630a787c..75517700 100644
--- a/tests/sim/solvers/test_pytorch_solver.py
+++ b/tests/sim/solvers/test_pytorch_solver.py
@@ -33,7 +33,6 @@ def setup_simulation(self, solver_type: str):
         # Set up simulation with specified device (CPU or CUDA)
         config = SimulationManagerCfg(headless=True, sim_device="cpu")
         self.sim = SimulationManager(config)
-        self.sim.build_multiple_arenas(1)
 
         # Load robot URDF file
         urdf = get_data_path("DexforceW1V021/DexforceW1_v02_1.urdf")
diff --git a/tests/sim/solvers/test_srs_solver.py b/tests/sim/solvers/test_srs_solver.py
index 4d2a356a..96a644b2 100644
--- a/tests/sim/solvers/test_srs_solver.py
+++ b/tests/sim/solvers/test_srs_solver.py
@@ -132,7 +132,6 @@ def setup_simulation(self, solver_type: str, device: str = "cpu"):
         # Set up simulation with specified device (CPU or CUDA)
         config = SimulationManagerCfg(headless=True, sim_device=device)
         self.sim = SimulationManager(config)
-        self.sim.build_multiple_arenas(1)
 
         # Load robot URDF file
         urdf = get_data_path("DexforceW1V021/DexforceW1_v02_1.urdf")
diff --git a/tests/sim/utility/test_workspace_analyze.py b/tests/sim/utility/test_workspace_analyze.py
index 93eae473..2226057e 100644
--- a/tests/sim/utility/test_workspace_analyze.py
+++ b/tests/sim/utility/test_workspace_analyze.py
@@ -35,7 +35,6 @@ class BaseWorkspaceAnalyzeTest:
     def setup_simulation(self):
         config = SimulationManagerCfg(headless=True, sim_device="cpu")
         self.sim = SimulationManager(config)
-        self.sim.build_multiple_arenas(1)
         self.sim.set_manual_update(False)
 
         cfg_dict = {

From 8a7845e1dae098ac04025c67cb640a368089f45d Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Tue, 30 Dec 2025 10:35:40 +0800
Subject: [PATCH 70/92] Add basic physics randomization functor (#54)

---
 .../embodichain.lab.gym.envs.managers.rst     | 12 +++-
 embodichain/lab/gym/envs/embodied_env.py      |  2 +-
 embodichain/lab/gym/envs/managers/events.py   |  1 +
 .../envs/managers/randomization/__init__.py   |  5 +-
 .../envs/managers/randomization/physics.py    | 63 +++++++++++++++++++
 .../envs/managers/randomization/spatial.py    |  3 +
 .../randomization/{rendering.py => visual.py} | 26 --------
 embodichain/lab/sim/objects/rigid_object.py   | 38 +++++++++++
 embodichain/utils/math.py                     |  3 +-
 scripts/tutorials/gym/modular_env.py          | 11 ++++
 10 files changed, 131 insertions(+), 33 deletions(-)
 create mode 100644 embodichain/lab/gym/envs/managers/randomization/physics.py
 rename embodichain/lab/gym/envs/managers/randomization/{rendering.py => visual.py} (96%)

diff --git a/docs/source/api_reference/embodichain/embodichain.lab.gym.envs.managers.rst b/docs/source/api_reference/embodichain/embodichain.lab.gym.envs.managers.rst
index afc9df9a..4d0f18b5 100644
--- a/docs/source/api_reference/embodichain/embodichain.lab.gym.envs.managers.rst
+++ b/docs/source/api_reference/embodichain/embodichain.lab.gym.envs.managers.rst
@@ -114,13 +114,19 @@ Randomization
 
     .. autosummary::
         
-        rendering
+        physics
+        visual
         spatial
 
-    Rendering 
+    Physics
+    ~~~~~~~~~~~~~~~~~~~~~~~
+    .. automodule:: embodichain.lab.gym.envs.managers.randomization.physics
+         :members:
+
+    Visual 
     ~~~~~~~~~~~~~~~~~~~~~~~
 
-    .. automodule:: embodichain.lab.gym.envs.managers.randomization.rendering
+    .. automodule:: embodichain.lab.gym.envs.managers.randomization.visual
          :members:
 
     Spatial 
diff --git a/embodichain/lab/gym/envs/embodied_env.py b/embodichain/lab/gym/envs/embodied_env.py
index afb01a0f..1fc524a7 100644
--- a/embodichain/lab/gym/envs/embodied_env.py
+++ b/embodichain/lab/gym/envs/embodied_env.py
@@ -185,7 +185,7 @@ def _apply_functor_filter(self) -> None:
         from embodichain.lab.gym.envs.managers.cfg import EventCfg
 
         functors_to_remove = get_all_exported_items_from_module(
-            "embodichain.lab.gym.envs.managers.randomization.rendering"
+            "embodichain.lab.gym.envs.managers.randomization.visual"
         )
         if self.cfg.filter_visual_rand and self.cfg.events:
             # Iterate through all attributes of the events object
diff --git a/embodichain/lab/gym/envs/managers/events.py b/embodichain/lab/gym/envs/managers/events.py
index 0b65d49f..d3052328 100644
--- a/embodichain/lab/gym/envs/managers/events.py
+++ b/embodichain/lab/gym/envs/managers/events.py
@@ -601,6 +601,7 @@ def drop_rigid_object_group_sequentially(
             lower=range_low,
             upper=range_high,
             size=(num_instance, 3),
+            device=env.device,
         )
         drop_pose_i = drop_pose.unsqueeze(1)
         drop_pose_i[:, 0, :3] = drop_pos + random_offset
diff --git a/embodichain/lab/gym/envs/managers/randomization/__init__.py b/embodichain/lab/gym/envs/managers/randomization/__init__.py
index 6483181f..7a965376 100644
--- a/embodichain/lab/gym/envs/managers/randomization/__init__.py
+++ b/embodichain/lab/gym/envs/managers/randomization/__init__.py
@@ -14,8 +14,9 @@
 # limitations under the License.
 # ----------------------------------------------------------------------------
 
-from .rendering import *
-from .spatial import *
+from .physics import *  # noqa: F401, F403
+from .visual import *  # noqa: F401, F403
+from .spatial import *  # noqa: F401, F403
 
 """
 Randomization are all implemented as Event functors.
diff --git a/embodichain/lab/gym/envs/managers/randomization/physics.py b/embodichain/lab/gym/envs/managers/randomization/physics.py
new file mode 100644
index 00000000..227063fd
--- /dev/null
+++ b/embodichain/lab/gym/envs/managers/randomization/physics.py
@@ -0,0 +1,63 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import torch
+from typing import TYPE_CHECKING, Union, List
+
+from embodichain.lab.sim.objects import RigidObject, Robot
+from embodichain.lab.gym.envs.managers.cfg import SceneEntityCfg
+from embodichain.utils.math import sample_uniform
+
+
+if TYPE_CHECKING:
+    from embodichain.lab.gym.envs import EmbodiedEnv
+
+
+def randomize_rigid_object_mass(
+    env: EmbodiedEnv,
+    env_ids: Union[torch.Tensor, List[int]],
+    entity_cfg: SceneEntityCfg,
+    mass_range: tuple[float, float],
+    relative: bool = False,
+) -> None:
+    """Randomize the mass of rigid objects in the environment.
+
+    Args:
+        env (EmbodiedEnv): The environment instance.
+        env_ids (Union[torch.Tensor, List[int]]): The environment IDs to apply the randomization.
+        entity_cfg (SceneEntityCfg): The configuration for the scene entity.
+        mass_range (tuple[float, float]): The range (min, max) to sample the mass from.
+        relative (bool): Whether to apply the mass change relative to the initial mass. Defaults to False.
+    """
+
+    if entity_cfg.uid not in env.sim.get_rigid_object_uid_list():
+        return
+
+    rigid_object: RigidObject = env.sim.get_rigid_object(entity_cfg.uid)
+    num_instance = len(env_ids)
+
+    sampled_masses = sample_uniform(
+        lower=mass_range[0], upper=mass_range[1], size=(num_instance,)
+    )
+
+    if relative:
+        init_mass = rigid_object.cfg.attrs.mass
+        init_mass = torch.full((sampled_masses.shape), init_mass, device=env.device)
+        sampled_masses = init_mass + sampled_masses
+
+    rigid_object.set_mass(sampled_masses, env_ids=env_ids)
diff --git a/embodichain/lab/gym/envs/managers/randomization/spatial.py b/embodichain/lab/gym/envs/managers/randomization/spatial.py
index a63c5fa7..0776f919 100644
--- a/embodichain/lab/gym/envs/managers/randomization/spatial.py
+++ b/embodichain/lab/gym/envs/managers/randomization/spatial.py
@@ -70,6 +70,7 @@ def get_random_pose(
             lower=pos_low,
             upper=pos_high,
             size=(num_instance, 3),
+            device=init_pos.device,
         )
         if relative_position:
             random_value += init_pos
@@ -86,6 +87,7 @@ def get_random_pose(
                 lower=rot_low,
                 upper=rot_high,
                 size=(num_instance, 3),
+                device=init_pos.device,
             )
             * torch.pi
             / 180.0
@@ -252,6 +254,7 @@ def randomize_robot_qpos(
         lower=torch.tensor(qpos_range[0], device=env.device),
         upper=torch.tensor(qpos_range[1], device=env.device),
         size=(num_instance, len(joint_ids)),
+        device=env.device,
     )
 
     if relative_qpos:
diff --git a/embodichain/lab/gym/envs/managers/randomization/rendering.py b/embodichain/lab/gym/envs/managers/randomization/visual.py
similarity index 96%
rename from embodichain/lab/gym/envs/managers/randomization/rendering.py
rename to embodichain/lab/gym/envs/managers/randomization/visual.py
index 535ebd66..fcddda76 100644
--- a/embodichain/lab/gym/envs/managers/randomization/rendering.py
+++ b/embodichain/lab/gym/envs/managers/randomization/visual.py
@@ -43,14 +43,6 @@
     from embodichain.lab.gym.envs import EmbodiedEnv
 
 
-__all__ = [
-    "randomize_camera_extrinsics",
-    "randomize_light",
-    "randomize_camera_intrinsics",
-    "randomize_visual_material",
-]
-
-
 def randomize_camera_extrinsics(
     env: EmbodiedEnv,
     env_ids: Union[torch.Tensor, None],
@@ -448,24 +440,6 @@ def __init__(self, cfg: FunctorCfg, env: EmbodiedEnv):
                 self.entity_cfg.link_names = link_names
                 self.entity.set_visual_material(mat, link_names=link_names)
 
-    @staticmethod
-    def gen_random_base_color_texture(width: int, height: int) -> torch.Tensor:
-        """Generate a random base color texture.
-
-        Args:
-            width: The width of the texture.
-            height: The height of the texture.
-
-        Returns:
-            A torch tensor representing the random base color texture with shape (height, width, 4).
-        """
-        # Generate random RGB values
-        rgb = torch.ones((height, width, 3), dtype=torch.float32)
-        rgb *= torch.rand((1, 1, 3), dtype=torch.float32)
-        rgba = torch.cat((rgb, torch.ones((height, width, 1))), dim=2)
-        rgba = (rgba * 255).to(torch.uint8)
-        return rgba
-
     def _randomize_texture(self, mat_inst: VisualMaterialInst) -> None:
         if len(self.textures) > 0:
             # Randomly select a texture from the preloaded textures
diff --git a/embodichain/lab/sim/objects/rigid_object.py b/embodichain/lab/sim/objects/rigid_object.py
index c701236c..10548e8b 100644
--- a/embodichain/lab/sim/objects/rigid_object.py
+++ b/embodichain/lab/sim/objects/rigid_object.py
@@ -499,6 +499,44 @@ def set_attrs(
             for i, env_idx in enumerate(local_env_ids):
                 self._entities[env_idx].set_physical_attr(attrs[i].attr())
 
+    def set_mass(
+        self, mass: torch.Tensor, env_ids: Sequence[int] | None = None
+    ) -> None:
+        """Set mass for the rigid object.
+
+        Args:
+            mass (torch.Tensor): The mass to set with shape (N,).
+            env_ids (Sequence[int] | None, optional): Environment indices. If None, then all indices are used.
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        if len(local_env_ids) != len(mass):
+            logger.log_error(
+                f"Length of env_ids {len(local_env_ids)} does not match mass length {len(mass)}."
+            )
+
+        mass = mass.cpu().numpy()
+        for i, env_idx in enumerate(local_env_ids):
+            self._entities[env_idx].get_physical_body().set_mass(mass[i])
+
+    def get_mass(self, env_ids: Sequence[int] | None = None) -> torch.Tensor:
+        """Get mass for the rigid object.
+
+        Args:
+            env_ids (Sequence[int] | None, optional): Environment indices. If None, then all indices are used.
+
+        Returns:
+            torch.Tensor: The mass of the rigid object with shape (N,).
+        """
+        local_env_ids = self._all_indices if env_ids is None else env_ids
+
+        masses = []
+        for _, env_idx in enumerate(local_env_ids):
+            mass = self._entities[env_idx].get_physical_body().get_mass()
+            masses.append(mass)
+
+        return torch.as_tensor(masses, dtype=torch.float32, device=self.device)
+
     def set_visual_material(
         self, mat: VisualMaterial, env_ids: Sequence[int] | None = None
     ) -> None:
diff --git a/embodichain/utils/math.py b/embodichain/utils/math.py
index 238767a8..c2ac5910 100644
--- a/embodichain/utils/math.py
+++ b/embodichain/utils/math.py
@@ -1570,6 +1570,7 @@ def sample_uniform(
     lower: Union[torch.Tensor, float],
     upper: Union[torch.Tensor, float],
     size: Union[int, tuple[int, ...]],
+    device: torch.device = torch.device("cpu"),
 ) -> torch.Tensor:
     """Sample uniformly within a range.
 
@@ -1586,7 +1587,7 @@ def sample_uniform(
     if isinstance(size, int):
         size = (size,)
     # return tensor
-    return torch.rand(*size, device=lower.device) * (upper - lower) + lower
+    return torch.rand(*size, device=device) * (upper - lower) + lower
 
 
 def sample_log_uniform(
diff --git a/scripts/tutorials/gym/modular_env.py b/scripts/tutorials/gym/modular_env.py
index 21b2e893..5c38131b 100644
--- a/scripts/tutorials/gym/modular_env.py
+++ b/scripts/tutorials/gym/modular_env.py
@@ -57,6 +57,17 @@ class ExampleEventCfg:
         },
     )
 
+    randomize_fork_mass: EventCfg = EventCfg(
+        func=rand.randomize_rigid_object_mass,
+        mode="reset",
+        params={
+            "entity_cfg": SceneEntityCfg(
+                uid="fork",
+            ),
+            "mass_range": (0.1, 2.0),
+        },
+    )
+
     randomize_light: EventCfg = EventCfg(
         func=rand.randomize_light,
         mode="interval",

From 6f6825633238446e56490f29fa90e068d30a5ad5 Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Wed, 31 Dec 2025 20:54:18 +0800
Subject: [PATCH 71/92] Support merge robot cfg from dict (#55)

---
 embodichain/lab/sim/robots/cobotmagic.py      |  26 +---
 embodichain/lab/sim/robots/dexforce_w1/cfg.py |  32 +----
 embodichain/lab/sim/solvers/__init__.py       |   2 +-
 embodichain/lab/sim/solvers/base_solver.py    |  53 --------
 embodichain/lab/sim/utility/cfg_utils.py      | 125 ++++++++++++++++++
 tests/sim/objects/test_robot.py               |  29 ++++
 6 files changed, 164 insertions(+), 103 deletions(-)
 create mode 100644 embodichain/lab/sim/utility/cfg_utils.py

diff --git a/embodichain/lab/sim/robots/cobotmagic.py b/embodichain/lab/sim/robots/cobotmagic.py
index a2e9c799..25ab38c4 100644
--- a/embodichain/lab/sim/robots/cobotmagic.py
+++ b/embodichain/lab/sim/robots/cobotmagic.py
@@ -28,6 +28,7 @@
     RigidBodyAttributesCfg,
 )
 from embodichain.lab.sim.solvers import SolverCfg, OPWSolverCfg
+from embodichain.lab.sim.utility.cfg_utils import merge_robot_cfg
 from embodichain.data import get_data_path
 from embodichain.utils import configclass
 from embodichain.utils import logger
@@ -41,36 +42,13 @@ class CobotMagicCfg(RobotCfg):
 
     @classmethod
     def from_dict(cls, init_dict: Dict[str, Union[str, float, int]]) -> CobotMagicCfg:
-        from embodichain.lab.sim.solvers import merge_solver_cfg
 
         cfg = cls()
         default_cfgs = cls()._build_default_cfgs()
         for key, value in default_cfgs.items():
             setattr(cfg, key, value)
 
-        robot_cfg = RobotCfg.from_dict(init_dict)
-
-        # set attrs into cfg from the robot_cfg
-        for key, value in init_dict.items():
-            if key == "solver_cfg":
-                # merge provided solver_cfg values into default solver config
-                provided_solver_cfg = init_dict.get("solver_cfg")
-                if provided_solver_cfg:
-                    for part, item in provided_solver_cfg.items():
-                        if "class_type" in provided_solver_cfg[part]:
-                            cfg.solver_cfg[part] = robot_cfg.solver_cfg[part]
-                        else:
-                            try:
-                                merged = merge_solver_cfg(
-                                    cfg.solver_cfg, provided_solver_cfg
-                                )
-                                cfg.solver_cfg = merged
-                            except Exception:
-                                logger.log_error(
-                                    f"Failed to merge solver_cfg, using provided config outright."
-                                )
-            else:
-                setattr(cfg, key, getattr(robot_cfg, key))
+        cfg = merge_robot_cfg(cfg, init_dict)
 
         return cfg
 
diff --git a/embodichain/lab/sim/robots/dexforce_w1/cfg.py b/embodichain/lab/sim/robots/dexforce_w1/cfg.py
index 6dc44ffe..31c5536c 100644
--- a/embodichain/lab/sim/robots/dexforce_w1/cfg.py
+++ b/embodichain/lab/sim/robots/dexforce_w1/cfg.py
@@ -39,6 +39,7 @@
     JointDrivePropertiesCfg,
     RigidBodyAttributesCfg,
 )
+from embodichain.lab.sim.utility.cfg_utils import merge_robot_cfg
 from embodichain.data import get_data_path
 from embodichain.utils import configclass, logger
 
@@ -62,7 +63,6 @@ def from_dict(
         Returns:
             DexforceW1Cfg: An instance of DexforceW1Cfg with parameters set.
         """
-        from embodichain.lab.sim.solvers import merge_solver_cfg
 
         init_dict_m = init_dict.copy()
         version = init_dict_m.get("version", "v021")
@@ -82,30 +82,7 @@ def from_dict(
         )
         cfg.solver_cfg = default_solver_cfg
 
-        # override default values with those provided in init_dict.
-        robot_cfg = RobotCfg.from_dict(init_dict_m)
-
-        # set attrs into cfg from the robot_cfg, but merge solver_cfg specially
-        for key, value in init_dict_m.items():
-            if key == "solver_cfg":
-                # merge provided solver_cfg values into default solver config
-                provided_solver_cfg = init_dict_m.get("solver_cfg")
-                if provided_solver_cfg:
-                    for part, item in provided_solver_cfg.items():
-                        if "class_type" in provided_solver_cfg[part]:
-                            cfg.solver_cfg[part] = robot_cfg.solver_cfg[part]
-                        else:
-                            try:
-                                merged = merge_solver_cfg(
-                                    cfg.solver_cfg, provided_solver_cfg
-                                )
-                                cfg.solver_cfg = merged
-                            except Exception:
-                                logger.log_error(
-                                    f"Failed to merge solver_cfg, using provided config outright."
-                                )
-            else:
-                setattr(cfg, key, getattr(robot_cfg, key))
+        cfg = merge_robot_cfg(cfg, init_dict_m)
 
         return cfg
 
@@ -377,6 +354,11 @@ def build_pk_serial_chain(
             "uid": "dexforce_w1",
             "version": "v021",
             "arm_kind": "anthropomorphic",
+            "drive_pros": {
+                "max_effort": {
+                    "(RIGHT|LEFT)_[A-Z|_]+": 1,
+                },
+            },
         }
     )
 
diff --git a/embodichain/lab/sim/solvers/__init__.py b/embodichain/lab/sim/solvers/__init__.py
index 6f6123fa..051b761b 100644
--- a/embodichain/lab/sim/solvers/__init__.py
+++ b/embodichain/lab/sim/solvers/__init__.py
@@ -14,7 +14,7 @@
 # limitations under the License.
 # ----------------------------------------------------------------------------
 
-from .base_solver import SolverCfg, BaseSolver, merge_solver_cfg
+from .base_solver import SolverCfg, BaseSolver
 from .pytorch_solver import PytorchSolverCfg, PytorchSolver
 from .pinocchio_solver import PinocchioSolverCfg, PinocchioSolver
 from .differential_solver import DifferentialSolverCfg, DifferentialSolver
diff --git a/embodichain/lab/sim/solvers/base_solver.py b/embodichain/lab/sim/solvers/base_solver.py
index aa313341..3817de84 100644
--- a/embodichain/lab/sim/solvers/base_solver.py
+++ b/embodichain/lab/sim/solvers/base_solver.py
@@ -413,56 +413,3 @@ def get_jacobian(
             raise ValueError(
                 f"Invalid jac_type '{jac_type}'. Must be 'full', 'trans', or 'rot'."
             )
-
-
-def merge_solver_cfg(
-    default: Dict[str, SolverCfg], provided: Dict[str, Any]
-) -> Dict[str, SolverCfg]:
-    """Merge provided solver configuration into the default solver config.
-
-    Rules:
-    - For each arm key in provided, if the key exists in default, update fields provided.
-    - If a provided value is a dict, update attributes on the SolverCfg-like object (or dict) by setting keys.
-    - Primitive values or arrays/lists replace the target value.
-    - Unknown keys in provided create new entries in the result.
-    """
-
-    result = {}
-    # copy defaults shallowly
-    for k, v in default.items():
-        result[k] = v
-
-    for k, v in provided.items():
-        if k in result:
-            target = result[k]
-            # if target has __dict__ or is a dataclass-like, set attrs
-            if hasattr(target, "__dict__") or isinstance(target, dict):
-                # if provided is a dict, set/override attributes
-                if isinstance(v, dict):
-                    for sub_k, sub_v in v.items():
-                        # try to set attribute if possible, otherwise assign into dict
-                        if hasattr(target, sub_k):
-                            try:
-                                setattr(target, sub_k, sub_v)
-                            except Exception:
-                                # fallback to dict assignment if object doesn't accept
-                                try:
-                                    target[sub_k] = sub_v
-                                except Exception:
-                                    pass
-                        else:
-                            try:
-                                target[sub_k] = sub_v
-                            except Exception:
-                                setattr(target, sub_k, sub_v)
-                else:
-                    # non-dict provided value replaces the target entirely
-                    result[k] = v
-            else:
-                # target is a primitive, replace
-                result[k] = v
-        else:
-            # new solver entry provided; include as-is
-            result[k] = v
-
-    return result
diff --git a/embodichain/lab/sim/utility/cfg_utils.py b/embodichain/lab/sim/utility/cfg_utils.py
new file mode 100644
index 00000000..f9ea61d1
--- /dev/null
+++ b/embodichain/lab/sim/utility/cfg_utils.py
@@ -0,0 +1,125 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from embodichain.lab.sim.cfg import RobotCfg
+from embodichain.lab.sim.solvers import SolverCfg
+from embodichain.utils import logger
+
+
+def merge_solver_cfg(
+    default: dict[str, SolverCfg], provided: dict[str, any]
+) -> dict[str, SolverCfg]:
+    """Merge provided solver configuration into the default solver config.
+
+    Rules:
+    - For each arm key in provided, if the key exists in default, update fields provided.
+    - If a provided value is a dict, update attributes on the SolverCfg-like object (or dict) by setting keys.
+    - Primitive values or arrays/lists replace the target value.
+    - Unknown keys in provided create new entries in the result.
+    """
+
+    result = {}
+    # copy defaults shallowly
+    for k, v in default.items():
+        result[k] = v
+
+    for k, v in provided.items():
+        if k in result:
+            target = result[k]
+            # if target has __dict__ or is a dataclass-like, set attrs
+            if hasattr(target, "__dict__") or isinstance(target, dict):
+                # if provided is a dict, set/override attributes
+                if isinstance(v, dict):
+                    for sub_k, sub_v in v.items():
+                        # try to set attribute if possible, otherwise assign into dict
+                        if hasattr(target, sub_k):
+                            try:
+                                setattr(target, sub_k, sub_v)
+                            except Exception:
+                                # fallback to dict assignment if object doesn't accept
+                                try:
+                                    target[sub_k] = sub_v
+                                except Exception:
+                                    pass
+                        else:
+                            try:
+                                target[sub_k] = sub_v
+                            except Exception:
+                                setattr(target, sub_k, sub_v)
+                else:
+                    # non-dict provided value replaces the target entirely
+                    result[k] = v
+            else:
+                # target is a primitive, replace
+                result[k] = v
+        else:
+            # new solver entry provided; include as-is
+            result[k] = v
+
+    return result
+
+
+def merge_robot_cfg(base_cfg: RobotCfg, override_cfg_dict: dict[str, any]) -> RobotCfg:
+    """Merge current robot configuration with overriding values from a dictionary.
+
+    Args:
+        base_cfg (RobotCfg): The base robot configuration.
+        override_cfg_dict (dict[str, any]): Dictionary of overriding configuration values.
+
+    Returns:
+        RobotCfg: The merged robot configuration.
+    """
+
+    robot_cfg = RobotCfg.from_dict(override_cfg_dict)
+
+    for key, value in override_cfg_dict.items():
+        if key == "solver_cfg":
+            # merge provided solver_cfg values into default solver config
+            provided_solver_cfg = override_cfg_dict.get("solver_cfg")
+            if provided_solver_cfg:
+                for part, item in provided_solver_cfg.items():
+                    if "class_type" in provided_solver_cfg[part]:
+                        base_cfg.solver_cfg[part] = robot_cfg.solver_cfg[part]
+                    else:
+                        try:
+                            merged = merge_solver_cfg(
+                                base_cfg.solver_cfg, provided_solver_cfg
+                            )
+                            base_cfg.solver_cfg = merged
+                        except Exception:
+                            logger.log_error(
+                                f"Failed to merge solver_cfg, using provided config outright."
+                            )
+        elif key == "drive_pros":
+            # merge drive_pros
+            user_drive_pros_dict = override_cfg_dict.get("drive_pros")
+            if isinstance(user_drive_pros_dict, dict):
+                for prop, val in user_drive_pros_dict.items():
+                    # Get the current value in cfg (which has defaults)
+                    default_val = getattr(base_cfg.drive_pros, prop, None)
+
+                    if isinstance(val, dict) and isinstance(default_val, dict):
+                        # Merge dictionaries
+                        default_val.update(val)
+                    else:
+                        # Overwrite if not both dicts
+                        setattr(base_cfg.drive_pros, prop, val)
+            else:
+                setattr(base_cfg, key, getattr(robot_cfg, key))
+        else:
+            setattr(base_cfg, key, getattr(robot_cfg, key))
+
+    return base_cfg
diff --git a/tests/sim/objects/test_robot.py b/tests/sim/objects/test_robot.py
index ac0067ca..99d48f5b 100644
--- a/tests/sim/objects/test_robot.py
+++ b/tests/sim/objects/test_robot.py
@@ -254,6 +254,35 @@ def test_setter_and_getter_with_control_part(self):
         )
         self.robot.set_qpos(qpos=dummy_qpos, name="left_arm")
 
+    def test_robot_cfg_merge(self):
+        from copy import deepcopy
+        from embodichain.lab.sim.utility.cfg_utils import merge_robot_cfg
+
+        cfg = deepcopy(self.robot.cfg)
+
+        cfg_dict = {
+            "drive_pros": {
+                "max_effort": {
+                    "(RIGHT|LEFT)_[A-Z|_]+": 1.0,
+                },
+            },
+            "solver_cfg": {
+                "left_arm": {
+                    "tcp": np.eye(4),
+                }
+            },
+        }
+
+        cfg = merge_robot_cfg(cfg, cfg_dict)
+
+        assert (
+            cfg.drive_pros.max_effort["(RIGHT|LEFT)_[A-Z|_]+"] == 1.0
+        ), "Drive properties merge failed."
+
+        assert np.allclose(
+            cfg.solver_cfg["left_arm"].tcp, np.eye(4)
+        ), "Solver config merge failed."
+
     def teardown_method(self):
         """Clean up resources after each test method."""
         self.sim.destroy()

From b79230e7a4cfca1082a991e23d8688730646a557 Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Sun, 4 Jan 2026 15:35:02 +0800
Subject: [PATCH 72/92] Support merge RobotCfg  (#57)

---
 embodichain/lab/sim/cfg.py                    | 71 +++++++++++++-
 embodichain/lab/sim/objects/light.py          | 16 ++++
 embodichain/lab/sim/objects/robot.py          | 89 +++++++++++++++--
 embodichain/lab/sim/robots/dexforce_w1/cfg.py | 95 +++++++++++--------
 .../lab/sim/robots/dexforce_w1/utils.py       |  1 +
 embodichain/lab/sim/utility/cfg_utils.py      | 49 +++++++++-
 examples/sim/robot/dexforce_w1.py             | 75 +++++++++++++++
 tests/sim/objects/test_articulation.py        |  1 -
 tests/sim/objects/test_robot.py               |  7 +-
 9 files changed, 349 insertions(+), 55 deletions(-)
 create mode 100644 examples/sim/robot/dexforce_w1.py

diff --git a/embodichain/lab/sim/cfg.py b/embodichain/lab/sim/cfg.py
index 1e325e01..cedb59ed 100644
--- a/embodichain/lab/sim/cfg.py
+++ b/embodichain/lab/sim/cfg.py
@@ -43,12 +43,25 @@
 @configclass
 class PhysicsCfg:
     gravity: np.ndarray = field(default_factory=lambda: np.array([0, 0, -9.81]))
+    """Gravity vector for the simulation environment."""
+
     bounce_threshold: float = 2.0
+    """The speed threshold below which collisions will not produce bounce effects."""
+
     enable_pcm: bool = True
+    """Enable persistent contact manifold (PCM) for improved collision handling."""
+
     enable_tgs: bool = True
+    """Enable temporal gauss-seidel (TGS) solver for better stability."""
+
     enable_ccd: bool = False
+    """Enable continuous collision detection (CCD) for fast-moving objects."""
+
     enable_enhanced_determinism: bool = False
+    """Enable enhanced determinism for consistent simulation results."""
+
     enable_friction_every_iteration: bool = True
+    """Enable friction calculations at every solver iteration."""
 
     length_tolerance: float = 0.05
     """The length tolerance for the simulation.
@@ -86,20 +99,28 @@ class MarkerCfg:
 
     name: str = "empty-mesh"
     """Name of the marker for identification purposes."""
+
     marker_type: Literal["axis", "line", "point"] = "axis"
     """Type of marker to display. Can be 'axis' (3D coordinate frame), 'line', or 'point'. (only axis supported now)"""
+
     axis_xpos: List[np.ndarray] = None
     """List of 4x4 transformation matrices defining the position and orientation of each axis marker."""
+
     axis_size: float = 0.002
     """Thickness/size of the axis lines in meters."""
+
     axis_len: float = 0.005
     """Length of each axis arm in meters."""
+
     line_color: List[float] = [1, 1, 0, 1.0]
     """RGBA color values for the marker lines. Values should be between 0.0 and 1.0."""
+
     arrow_type: AxisArrowType = AxisArrowType.CONE
     """Type of arrow head for axis markers (e.g., CONE, ARROW, etc.)."""
+
     corner_type: AxisCornerType = AxisCornerType.SPHERE
     """Type of corner/joint visualization for axis markers (e.g., SPHERE, CUBE, etc.)."""
+
     arena_index: int = -1
     """Index of the arena where the marker should be placed. -1 means all arenas."""
 
@@ -110,13 +131,17 @@ class GPUMemoryCfg:
 
     temp_buffer_capacity: int = 2**24
     """Increase this if you get 'PxgPinnedHostLinearMemoryAllocator: overflowing initial allocation size, increase capacity to at least %.' """
+
     max_rigid_contact_count: int = 2**19
     """Increase this if you get 'Contact buffer overflow detected'"""
+
     max_rigid_patch_count: int = (
         2**18
     )  # 81920 is DexSim default but most tasks work with 2**18
     """Increase this if you get 'Patch buffer overflow detected'"""
+
     heap_capacity: int = 2**26
+
     found_lost_pairs_capacity: int = (
         2**25
     )  # 262144 is DexSim default but most tasks work with 2**25
@@ -135,29 +160,60 @@ class RigidBodyAttributesCfg:
     """
 
     mass: float = 1.0
-    # set mass to 0 will use density to calculate mass.
+    """Mass of the rigid body in kilograms. 
+    
+    Set to 0 will use density to calculate mass.
+    """
+
     density: float = 1000.0
+    """Density of the rigid body in kg/m^3."""
 
     angular_damping: float = 0.7
+    """Angular damping coefficient."""
+
     linear_damping: float = 0.7
+    """Linear damping coefficient."""
+
     max_depenetration_velocity: float = 10.0
+    """Maximum depenetration velocity."""
+
     sleep_threshold: float = 0.001
+    """Threshold below which the body can go to sleep."""
+
     min_position_iters: int = 4
+    """Minimum position iterations."""
+
     min_velocity_iters: int = 1
+    """Minimum velocity iterations."""
 
     max_linear_velocity: float = 1e2
+    """Maximum linear velocity."""
+
     max_angular_velocity: float = 1e2
+    """Maximum angular velocity."""
 
     # collision properties.
     enable_ccd: bool = False
+    """Enable continuous collision detection (CCD)."""
+
     contact_offset: float = 0.002
+    """Contact offset for collision detection."""
+
     rest_offset: float = 0.001
+    """Rest offset for collision detection."""
+
     enable_collision: bool = True
+    """Enable collision for the rigid body."""
 
     # physics material properties.
     restitution: float = 0.0
+    """Restitution (bounciness) coefficient."""
+
     dynamic_friction: float = 0.5
+    """Dynamic friction coefficient."""
+
     static_friction: float = 0.5
+    """Static friction coefficient."""
 
     def attr(self) -> PhysicalAttr:
         """Convert to dexsim PhysicalAttr"""
@@ -786,6 +842,9 @@ def add_component(
                     logger.log_error(f"URDF path '{urdf_path}' does not exist.")
                     raise FileNotFoundError(f"URDF path '{urdf_path}' does not exist.")
 
+        if transform is None:
+            transform = np.eye(4)
+
         self.components[component_type] = {
             "urdf_path": urdf_path,
             "transform": np.array(transform),
@@ -964,12 +1023,9 @@ class RobotCfg(ArticulationCfg):
     from embodichain.lab.sim.solvers import SolverCfg
 
     """Configuration for a robot asset in the simulation.
-
-    # TODO: solver and motion planner may not be configurable inside the robot.
-    # But currently we put them here and could be moved if necessary.
     """
 
-    control_parts: Union[Dict[str, List[str]], None] = None
+    control_parts: Dict[str, List[str]] | None = None
     """Control parts is the mapping from part name to joint names.
 
     For example, {'left_arm': ['joint1', 'joint2'], 'right_arm': ['joint3', 'joint4']}
@@ -980,6 +1036,9 @@ class RobotCfg(ArticulationCfg):
             keys corresponding to the control parts name.
         - The joint names in the control parts support regular expressions, e.g., 'joint[1-6]'.
             After initialization of robot, the names will be expanded to a list of full joint names.
+        - `Robot` is a derived class of `Articulation`, with control parts support. So the `drive_pros`
+            in `ArticulationCfg` can use control part as key to specify the corresponding joint drive properties, 
+            which will be overridden if these joint names are already specified.
     """
 
     urdf_cfg: URDFCfg | None = None
@@ -1009,6 +1068,8 @@ def from_dict(cls, init_dict: Dict[str, Union[str, float, tuple]]) -> RobotCfg:
                     from embodichain.lab.sim.cfg import URDFCfg
 
                     setattr(cfg, key, URDFCfg.from_dict(value))
+                elif key == "fpath":
+                    setattr(cfg, key, get_data_path(value))
                 elif is_configclass(attr):
                     setattr(
                         cfg, key, attr.from_dict(value)
diff --git a/embodichain/lab/sim/objects/light.py b/embodichain/lab/sim/objects/light.py
index 7670b901..1f5b66bb 100644
--- a/embodichain/lab/sim/objects/light.py
+++ b/embodichain/lab/sim/objects/light.py
@@ -1,3 +1,19 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
 import torch
 import numpy as np
 from typing import List, Sequence
diff --git a/embodichain/lab/sim/objects/robot.py b/embodichain/lab/sim/objects/robot.py
index 9edb9826..33ce4351 100644
--- a/embodichain/lab/sim/objects/robot.py
+++ b/embodichain/lab/sim/objects/robot.py
@@ -67,9 +67,9 @@ def __init__(
         entities: List[_Articulation],
         device: torch.device = torch.device("cpu"),
     ) -> None:
-        super().__init__(cfg, entities, device)
 
-        self._solvers = {}
+        self._entities = entities
+        self.cfg = cfg
 
         # Initialize joint ids for control parts.
         self._joint_ids: Dict[str, List[int]] = {}
@@ -79,6 +79,10 @@ def __init__(
         if self.cfg.control_parts:
             self._init_control_parts(self.cfg.control_parts)
 
+        super().__init__(cfg, entities, device)
+
+        self._solvers = {}
+
         if self.cfg.solver_cfg:
             self.init_solver(self.cfg.solver_cfg)
 
@@ -182,7 +186,7 @@ def get_qvel_limits(
             env_ids (Sequence[int] | None): The environment ids to get the qvel limits for. If None, all environments are used.
 
         Returns:
-            torch.Tensor: Joint velocity limits with shape (N, dof, 2), where N is the number of environments.
+            torch.Tensor: Joint velocity limits with shape (N, dof), where N is the number of environments.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
 
@@ -195,7 +199,7 @@ def get_qvel_limits(
                     f"The control part '{name}' does not exist in the robot's control parts."
                 )
             part_joint_ids = self.get_joint_ids(name=name)
-            return qvel_limits[local_env_ids][:, part_joint_ids, :]
+            return qvel_limits[local_env_ids][:, part_joint_ids]
 
     def get_qf_limits(
         self, name: str | None = None, env_ids: Sequence[int] | None = None
@@ -209,7 +213,7 @@ def get_qf_limits(
             env_ids (Sequence[int] | None): The environment ids to get the qf limits for. If None, all environments are used.
 
         Returns:
-            torch.Tensor: Joint effort limits with shape (N, dof, 2), where N is the number of environments.
+            torch.Tensor: Joint effort limits with shape (N, dof), where N is the number of environments.
         """
         local_env_ids = self._all_indices if env_ids is None else env_ids
 
@@ -222,7 +226,7 @@ def get_qf_limits(
                     f"The control part '{name}' does not exist in the robot's control parts."
                 )
             part_joint_ids = self.get_joint_ids(name=name)
-            return qf_limits[local_env_ids][:, part_joint_ids, :]
+            return qf_limits[local_env_ids][:, part_joint_ids]
 
     def get_proprioception(self) -> Dict[str, torch.Tensor]:
         """Gets robot proprioception information, primarily for agent state representation in robot learning scenarios.
@@ -763,7 +767,10 @@ def _init_control_parts(self, control_parts: Dict[str, List[str]]) -> None:
             control_parts (Dict[str, List[str]]): A dictionary where keys are control part names and values are lists of
                 joint names or regular expressions that match joint names.
         """
-        joint_name_to_ids = {name: i for i, name in enumerate(self.joint_names)}
+        joint_name_to_ids = {
+            name: i
+            for i, name in enumerate(self._entities[0].get_actived_joint_names())
+        }
         for name, joint_names in control_parts.items():
             # convert joint_names which is a regular expression to a list of joint names
             joint_names_expanded = []
@@ -790,6 +797,74 @@ def _init_control_parts(self, control_parts: Dict[str, List[str]]) -> None:
         # Initialize control groups
         self._control_groups = self._extract_control_groups()
 
+    def _set_default_joint_drive(self) -> None:
+        """Set default joint drive parameters based on the configuration."""
+        import numbers
+        from embodichain.utils.string import resolve_matching_names_values
+
+        drive_props = [
+            ("damping", self.default_joint_damping),
+            ("stiffness", self.default_joint_stiffness),
+            ("max_effort", self.default_joint_max_effort),
+            ("max_velocity", self.default_joint_max_velocity),
+            ("friction", self.default_joint_friction),
+        ]
+
+        for prop_name, default_array in drive_props:
+            value = getattr(self.cfg.drive_pros, prop_name, None)
+            if value is None:
+                continue
+            if isinstance(value, numbers.Number):
+                default_array[:] = value
+            else:
+                try:
+                    control_part_dict = {}
+                    value_copy = value.copy()
+                    if self.control_parts:
+                        # Extract control part and map the corresponding joint names
+                        for key in value.keys():
+                            if key in self.control_parts:
+                                control_part_dict[key] = value_copy.pop(key)
+
+                    indices, _, values = resolve_matching_names_values(
+                        value_copy, self.joint_names
+                    )
+
+                    if self.control_parts:
+                        # Add control part joints to indices and values
+                        for part_name, part_value in control_part_dict.items():
+                            part_joint_names = self.control_parts[part_name]
+                            part_indices, _, part_values = (
+                                resolve_matching_names_values(
+                                    {jn: part_value for jn in part_joint_names},
+                                    self.joint_names,
+                                )
+                            )
+                            indices.extend(part_indices)
+                            values.extend(part_values)
+
+                    default_array[:, indices] = torch.as_tensor(
+                        values, dtype=torch.float32, device=self.device
+                    )
+                except Exception as e:
+                    logger.log_error(f"Failed to set {prop_name}: {e}")
+
+        drive_pros = self.cfg.drive_pros
+        if isinstance(drive_pros, dict):
+            drive_type = drive_pros.get("drive_type", None)
+        else:
+            drive_type = getattr(drive_pros, "drive_type", None)
+
+        # Apply drive parameters to all articulations in the batch
+        self.set_drive(
+            stiffness=self.default_joint_stiffness,
+            damping=self.default_joint_damping,
+            max_effort=self.default_joint_max_effort,
+            max_velocity=self.default_joint_max_velocity,
+            friction=self.default_joint_friction,
+            drive_type=drive_type,
+        )
+
     def init_solver(self, cfg: Union[SolverCfg, Dict[str, SolverCfg]]) -> None:
         """Initialize the kinematic solver for the robot.
 
diff --git a/embodichain/lab/sim/robots/dexforce_w1/cfg.py b/embodichain/lab/sim/robots/dexforce_w1/cfg.py
index 31c5536c..c5588b29 100644
--- a/embodichain/lab/sim/robots/dexforce_w1/cfg.py
+++ b/embodichain/lab/sim/robots/dexforce_w1/cfg.py
@@ -50,15 +50,16 @@ class DexforceW1Cfg(RobotCfg):
 
     version: DexforceW1Version = DexforceW1Version.V021
     arm_kind: DexforceW1ArmKind = DexforceW1ArmKind.INDUSTRIAL
+    with_default_eef: bool = True
 
     @classmethod
     def from_dict(
-        cls, init_dict: typing.Dict[str, typing.Union[str, float, tuple]]
+        cls, init_dict: Dict[str, str | float | tuple | dict]
     ) -> DexforceW1Cfg:
         """Initialize DexforceW1Cfg from a dictionary.
 
         Args:
-            init_dict (Dict[str, Union[str, float, tuple]]): Dictionary of configuration parameters.
+            init_dict (Dict[str, str | float | tuple | dict): Dictionary of configuration parameters.
 
         Returns:
             DexforceW1Cfg: An instance of DexforceW1Cfg with parameters set.
@@ -67,13 +68,18 @@ def from_dict(
         init_dict_m = init_dict.copy()
         version = init_dict_m.get("version", "v021")
         arm_kind = init_dict_m.get("arm_kind", "anthropomorphic")
+        with_default_eef = init_dict_m.get("with_default_eef", True)
         init_dict_m.pop("version", None)
         init_dict_m.pop("arm_kind", None)
+        init_dict_m.pop("with_default_eef", None)
+
         cfg: DexforceW1Cfg = cls()._build_default_cfg(
-            version=version, arm_kind=arm_kind
+            version=version, arm_kind=arm_kind, with_default_eef=with_default_eef
         )
 
-        default_physics_cfgs = cls()._build_default_physics_cfgs(arm_kind=arm_kind)
+        default_physics_cfgs = cls()._build_default_physics_cfgs(
+            arm_kind=arm_kind, with_default_eef=with_default_eef
+        )
         for key, value in default_physics_cfgs.items():
             setattr(cfg, key, value)
 
@@ -88,8 +94,6 @@ def from_dict(
 
     @staticmethod
     def _build_default_solver_cfg(is_industrial: bool) -> SolverCfg:
-        # TODO: maybe change default solver for DexforceW1
-        from embodichain.lab.sim.solvers import PytorchSolverCfg
         from embodichain.lab.sim.solvers import SRSSolverCfg
         from embodichain.lab.sim.robots.dexforce_w1.params import (
             W1ArmKineParams,
@@ -176,53 +180,73 @@ def _build_default_solver_cfg(is_industrial: bool) -> SolverCfg:
         }
 
     @staticmethod
-    def _build_default_physics_cfgs(arm_kind: str) -> typing.Dict[str, typing.Any]:
+    def _build_default_physics_cfgs(
+        arm_kind: str, with_default_eef: bool = True
+    ) -> typing.Dict[str, typing.Any]:
         """Build default physics configurations for DexforceW1.
 
         Args:
             arm_kind: Type of arm, either "industrial" or "anthropomorphic"
+            with_default_eef: Whether to include default end-effector configurations
 
         Returns:
             Dictionary containing physics configuration parameters
         """
-        # Define common joint patterns
-        arm_joints = "(RIGHT|LEFT)_J[0-9]"
-        body_joints = "(ANKLE|KNEE|BUTTOCK|WAIST)"
-
-        # Hand/gripper pattern differs by arm type
-        hand_pattern = (
-            "(LEFT|RIGHT)_FINGER[1-2]"
-            if arm_kind == "industrial"
-            else "(RIGHT|LEFT)_[A-Z|_]+"
+        # Define default joint drive parameters and corresponding joint name patterns
+        DEFAULT_EEF_JOINT_DRIVE_PARAMS = {
+            "stiffness": 1e2,
+            "damping": 1e1,
+            "max_effort": 1e3,
+        }
+
+        DEFAULT_EEF_HAND_JOINT_NAMES = (
+            "(LEFT|RIGHT)_HAND_(THUMB[12]|INDEX|MIDDLE|RING|PINKY)"
         )
 
+        DEFAULT_EEF_GRIPPER_JOINT_NAMES = "(LEFT|RIGHT)_FINGER[1-2]"
+
+        # Define common joint patterns
+        ARM_JOINTS = "(RIGHT|LEFT)_J[0-9]"
+        BODY_JOINTS = "(ANKLE|KNEE|BUTTOCK|WAIST)"
+
         # Define physics parameters for different joint types
         joint_params = {
             "stiffness": {
-                arm_joints: 1e4,
-                hand_pattern: 1e2,
-                body_joints: 1e7,
+                ARM_JOINTS: 1e4,
+                BODY_JOINTS: 1e7,
             },
             "damping": {
-                arm_joints: 1e3,
-                hand_pattern: 1e1,
-                body_joints: 1e4,
+                ARM_JOINTS: 1e3,
+                BODY_JOINTS: 1e4,
             },
             "max_effort": {
-                arm_joints: 1e5,
-                hand_pattern: 1e3,
-                body_joints: 1e10,
+                ARM_JOINTS: 1e5,
+                BODY_JOINTS: 1e10,
             },
         }
 
         drive_pros = JointDrivePropertiesCfg(**joint_params)
 
+        if with_default_eef:
+            eef_joint_names = (
+                DEFAULT_EEF_HAND_JOINT_NAMES
+                if arm_kind == "anthropomorphic"
+                else DEFAULT_EEF_GRIPPER_JOINT_NAMES
+            )
+            drive_pros.stiffness.update(
+                {eef_joint_names: DEFAULT_EEF_JOINT_DRIVE_PARAMS["stiffness"]}
+            )
+            drive_pros.damping.update(
+                {eef_joint_names: DEFAULT_EEF_JOINT_DRIVE_PARAMS["damping"]}
+            )
+            drive_pros.max_effort.update(
+                {eef_joint_names: DEFAULT_EEF_JOINT_DRIVE_PARAMS["max_effort"]}
+            )
+
         return {
             "min_position_iters": 32,
             "min_velocity_iters": 8,
             "drive_pros": drive_pros,
-            # TODO: we may use the some properties from URDF as default values
-            # eg. mass, friction, damping, etc.
             "attrs": RigidBodyAttributesCfg(
                 mass=1.0,
                 static_friction=0.95,
@@ -238,7 +262,9 @@ def _build_default_physics_cfgs(arm_kind: str) -> typing.Dict[str, typing.Any]:
 
     @staticmethod
     def _build_default_cfg(
-        version: str = "v021", arm_kind: str = "anthropomorphic"
+        version: str = "v021",
+        arm_kind: str = "anthropomorphic",
+        with_default_eef: bool = True,
     ) -> DexforceW1Cfg:
 
         if arm_kind == "industrial":
@@ -261,9 +287,11 @@ def _build_default_cfg(
             arm_kind=DexforceW1ArmKind(arm_kind),
             hand_types=hand_types,
             hand_versions=hand_versions,
+            include_hand=with_default_eef,
         )
         cfg.version = DexforceW1Version(version)
         cfg.arm_kind = DexforceW1ArmKind(arm_kind)
+        cfg.with_default_eef = with_default_eef
 
         return cfg
 
@@ -350,16 +378,7 @@ def build_pk_serial_chain(
     sim = SimulationManager(config)
 
     cfg = DexforceW1Cfg.from_dict(
-        {
-            "uid": "dexforce_w1",
-            "version": "v021",
-            "arm_kind": "anthropomorphic",
-            "drive_pros": {
-                "max_effort": {
-                    "(RIGHT|LEFT)_[A-Z|_]+": 1,
-                },
-            },
-        }
+        {"uid": "dexforce_w1", "version": "v021", "arm_kind": "anthropomorphic"}
     )
 
     robot = sim.add_robot(cfg=cfg)
diff --git a/embodichain/lab/sim/robots/dexforce_w1/utils.py b/embodichain/lab/sim/robots/dexforce_w1/utils.py
index 63402377..cdc28a6e 100644
--- a/embodichain/lab/sim/robots/dexforce_w1/utils.py
+++ b/embodichain/lab/sim/robots/dexforce_w1/utils.py
@@ -646,6 +646,7 @@ def build_dexforce_w1_cfg(
         include_chassis=include_chassis,
         include_torso=include_torso,
         include_head=include_head,
+        include_hand=include_hand,
         component_versions=component_versions,
     )
 
diff --git a/embodichain/lab/sim/utility/cfg_utils.py b/embodichain/lab/sim/utility/cfg_utils.py
index f9ea61d1..1dcbe123 100644
--- a/embodichain/lab/sim/utility/cfg_utils.py
+++ b/embodichain/lab/sim/utility/cfg_utils.py
@@ -104,7 +104,7 @@ def merge_robot_cfg(base_cfg: RobotCfg, override_cfg_dict: dict[str, any]) -> Ro
                                 f"Failed to merge solver_cfg, using provided config outright."
                             )
         elif key == "drive_pros":
-            # merge drive_pros
+            # merge joint drive properties
             user_drive_pros_dict = override_cfg_dict.get("drive_pros")
             if isinstance(user_drive_pros_dict, dict):
                 for prop, val in user_drive_pros_dict.items():
@@ -118,7 +118,52 @@ def merge_robot_cfg(base_cfg: RobotCfg, override_cfg_dict: dict[str, any]) -> Ro
                         # Overwrite if not both dicts
                         setattr(base_cfg.drive_pros, prop, val)
             else:
-                setattr(base_cfg, key, getattr(robot_cfg, key))
+                logger.log_warning(
+                    "drive_pros should be a dictionary. Skipping drive_pros merge."
+                )
+        elif key == "attrs":
+            # merge physics attributes
+            user_attrs_dict = override_cfg_dict.get("attrs")
+            if isinstance(user_attrs_dict, dict):
+                for attr_key, attr_val in user_attrs_dict.items():
+                    setattr(base_cfg.attrs, attr_key, attr_val)
+            else:
+                logger.log_warning(
+                    "attrs should be a dictionary. Skipping attrs merge."
+                )
+        elif key == "control_parts":
+            # merge control parts
+            user_control_parts_dict = override_cfg_dict.get("control_parts")
+            if isinstance(user_control_parts_dict, dict):
+                # Initialize control_parts if it is None to avoid TypeError on item assignment
+                if base_cfg.control_parts is None:
+                    base_cfg.control_parts = {}
+                for part_key, part_val in user_control_parts_dict.items():
+                    base_cfg.control_parts[part_key] = part_val
+            else:
+                logger.log_warning(
+                    "control_parts should be a dictionary. Skipping control_parts merge."
+                )
+        elif key == "urdf_cfg":
+            if base_cfg.urdf_cfg is None:
+                logger.log_warning(
+                    f"There is no defined urdf_cfg in base robot cfg. Skipping urdf_cfg merge."
+                )
+                continue
+
+            # merge urdf components
+            user_urdf_cfg = override_cfg_dict.get("urdf_cfg")
+            if isinstance(user_urdf_cfg, dict):
+                for component in user_urdf_cfg.get("components", []):
+                    base_cfg.urdf_cfg.add_component(
+                        component_type=component.get("component_type"),
+                        urdf_path=component.get("urdf_path"),
+                        transform=component.get("transform"),
+                    )
+            else:
+                logger.log_warning(
+                    "urdf_cfg should be a dictionary. Skipping urdf_cfg merge."
+                )
         else:
             setattr(base_cfg, key, getattr(robot_cfg, key))
 
diff --git a/examples/sim/robot/dexforce_w1.py b/examples/sim/robot/dexforce_w1.py
new file mode 100644
index 00000000..d36af479
--- /dev/null
+++ b/examples/sim/robot/dexforce_w1.py
@@ -0,0 +1,75 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""
+This script shows how to customize the end-effectors of the DexForce W1 robot by
+adding a pair of parallel grippers as the left and right hands.
+"""
+
+import numpy as np
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.robots import DexforceW1Cfg
+
+
+def main():
+    np.set_printoptions(precision=5, suppress=True)
+
+    config = SimulationManagerCfg()
+    sim = SimulationManager(config)
+
+    cfg = DexforceW1Cfg.from_dict(
+        {
+            "uid": "dexforce_w1",
+            "version": "v021",
+            "arm_kind": "anthropomorphic",
+            "with_default_eef": False,
+            "control_parts": {
+                "left_eef": ["LEFT_FINGER1_JOINT", "LEFT_FINGER2_JOINT"],
+                "right_eef": ["RIGHT_FINGER1_JOINT", "RIGHT_FINGER2_JOINT"],
+            },
+            "urdf_cfg": {
+                "components": [
+                    {
+                        "component_type": "left_hand",
+                        "urdf_path": "DH_PGC_140_50/DH_PGC_140_50.urdf",
+                    },
+                    {
+                        "component_type": "right_hand",
+                        "urdf_path": "DH_PGC_140_50/DH_PGC_140_50.urdf",
+                    },
+                ]
+            },
+            "drive_pros": {
+                "max_effort": {
+                    "left_eef": 10.0,
+                    "right_eef": 10.0,
+                }
+            },
+        }
+    )
+
+    robot = sim.add_robot(cfg=cfg)
+    sim.update(step=1)
+    print("DexforceW1 with a user defined end-effector added to the simulation.")
+
+    from IPython import embed
+
+    embed()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/tests/sim/objects/test_articulation.py b/tests/sim/objects/test_articulation.py
index ad037533..072987ff 100644
--- a/tests/sim/objects/test_articulation.py
+++ b/tests/sim/objects/test_articulation.py
@@ -15,7 +15,6 @@
 # ----------------------------------------------------------------------------
 
 import os
-from numpy import mat
 import torch
 import pytest
 
diff --git a/tests/sim/objects/test_robot.py b/tests/sim/objects/test_robot.py
index 99d48f5b..773de76e 100644
--- a/tests/sim/objects/test_robot.py
+++ b/tests/sim/objects/test_robot.py
@@ -263,7 +263,7 @@ def test_robot_cfg_merge(self):
         cfg_dict = {
             "drive_pros": {
                 "max_effort": {
-                    "(RIGHT|LEFT)_[A-Z|_]+": 1.0,
+                    "(LEFT|RIGHT)_HAND_(THUMB[12]|INDEX|MIDDLE|RING|PINKY)": 1.0,
                 },
             },
             "solver_cfg": {
@@ -276,7 +276,10 @@ def test_robot_cfg_merge(self):
         cfg = merge_robot_cfg(cfg, cfg_dict)
 
         assert (
-            cfg.drive_pros.max_effort["(RIGHT|LEFT)_[A-Z|_]+"] == 1.0
+            cfg.drive_pros.max_effort[
+                "(LEFT|RIGHT)_HAND_(THUMB[12]|INDEX|MIDDLE|RING|PINKY)"
+            ]
+            == 1.0
         ), "Drive properties merge failed."
 
         assert np.allclose(

From 51cfa195596d23e949b9ea6237e7275f3f3e62d7 Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Sat, 10 Jan 2026 19:12:40 +0800
Subject: [PATCH 73/92] Update material randomization (#59)

---
 .github/PULL_REQUEST_TEMPLATE.md                 |  1 +
 .../gym/envs/managers/randomization/visual.py    | 16 ++++++----------
 embodichain/lab/sim/robots/cobotmagic.py         |  2 +-
 3 files changed, 8 insertions(+), 11 deletions(-)

diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
index bcdc2439..1bff3dbd 100644
--- a/.github/PULL_REQUEST_TEMPLATE.md
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -20,6 +20,7 @@ is demanded by more than one party. -->
 <!-- As you go through the list, delete the ones that are not applicable. -->
 
 - Bug fix (non-breaking change which fixes an issue)
+- Enhancement (non-breaking change which improves an existing functionality)
 - New feature (non-breaking change which adds functionality)
 - Breaking change (existing functionality will not work without user modification)
 - Documentation update
diff --git a/embodichain/lab/gym/envs/managers/randomization/visual.py b/embodichain/lab/gym/envs/managers/randomization/visual.py
index fcddda76..d0c25d76 100644
--- a/embodichain/lab/gym/envs/managers/randomization/visual.py
+++ b/embodichain/lab/gym/envs/managers/randomization/visual.py
@@ -453,21 +453,17 @@ def _randomize_mat_inst(
         random_texture_prob: float,
         idx: int = 0,
     ) -> None:
-        # randomize the material instance pbr properties based on the plan.
-        for key, value in plan.items():
-            if key == "base_color":
-                mat_inst.set_base_color(value[idx].tolist())
-            else:
-                getattr(mat_inst, f"set_{key}")(value[idx].item())
 
         # randomize texture or base color based on the probability.
         if random.random() < random_texture_prob and len(self.textures) != 0:
             self._randomize_texture(mat_inst)
         else:
-            # set a random base color instead.
-            random_color = torch.rand(3).tolist()
-            random_color.append(1.0)  # alpha
-            mat_inst.set_base_color(random_color)
+            # randomize the material instance pbr properties based on the plan.
+            for key, value in plan.items():
+                if key == "base_color":
+                    mat_inst.set_base_color(value[idx].tolist())
+                else:
+                    getattr(mat_inst, f"set_{key}")(value[idx].item())
 
     def __call__(
         self,
diff --git a/embodichain/lab/sim/robots/cobotmagic.py b/embodichain/lab/sim/robots/cobotmagic.py
index 25ab38c4..9b8273c8 100644
--- a/embodichain/lab/sim/robots/cobotmagic.py
+++ b/embodichain/lab/sim/robots/cobotmagic.py
@@ -152,7 +152,7 @@ def _build_default_cfgs() -> Dict[str, Any]:
                 dynamic_friction=0.9,
                 linear_damping=0.7,
                 angular_damping=0.7,
-                contact_offset=0.005,
+                contact_offset=0.001,
                 rest_offset=0.001,
                 restitution=0.01,
                 max_depenetration_velocity=1e1,

From 3961731b8c40df505b86cac71139c19a2fd200a3 Mon Sep 17 00:00:00 2001
From: Haonan Yuan <haonan.yuan86@gmail.com>
Date: Sun, 11 Jan 2026 14:33:47 +0800
Subject: [PATCH 74/92] update recent changes (#58)

Co-authored-by: yuanhaonan <yuanhaonan@dexforce.top>
Co-authored-by: yuecideng <dengyueci@qq.com>
---
 embodichain/lab/devices/__init__.py           |   6 +
 embodichain/lab/devices/device_controller.py  | 295 ++++++++++++++++++
 embodichain/lab/gym/envs/embodied_env.py      |  25 +-
 .../lab/gym/envs/managers/observations.py     |  76 +++++
 .../envs/managers/randomization/spatial.py    |   3 +-
 embodichain/lab/sim/objects/articulation.py   |   2 +-
 embodichain/lab/sim/sensors/stereo.py         |  10 +
 embodichain/lab/sim/solvers/base_solver.py    |   2 +-
 .../utility/workspace_analyzer/__init__.py    |   4 +
 .../constraints/__init__.py                   |   2 +
 .../constraints/base_constraint.py            |  20 +-
 .../constraints/workspace_constraint.py       |  11 +-
 .../samplers/base_sampler.py                  |   8 +-
 .../samplers/gaussian_sampler.py              |   2 +-
 .../samplers/halton_sampler.py                |   2 +-
 .../samplers/importance_sampler.py            |   2 +-
 .../samplers/iniform_sampler.py               |   2 +-
 .../samplers/lhs_sampler.py                   |   2 +-
 .../samplers/random_sampler.py                |   2 +-
 .../samplers/sobol_sampler.py                 |   2 +-
 .../visualizers/axis_visualizer.py            |   4 +-
 .../visualizers/base_visualizer.py            |  12 +-
 .../visualizers/point_cloud_visualizer.py     |   4 +-
 .../visualizers/sphere_visualizer.py          |   4 +-
 .../visualizers/voxel_visualizer.py           |   4 +-
 embodichain/utils/math.py                     |   6 +-
 26 files changed, 455 insertions(+), 57 deletions(-)
 create mode 100644 embodichain/lab/devices/device_controller.py

diff --git a/embodichain/lab/devices/__init__.py b/embodichain/lab/devices/__init__.py
index 29525240..6a486490 100644
--- a/embodichain/lab/devices/__init__.py
+++ b/embodichain/lab/devices/__init__.py
@@ -15,3 +15,9 @@
 # ----------------------------------------------------------------------------
 
 from .device import Device
+from .device_controller import DeviceController
+
+__all__ = [
+    "Device",
+    "DeviceController",
+]
diff --git a/embodichain/lab/devices/device_controller.py b/embodichain/lab/devices/device_controller.py
new file mode 100644
index 00000000..2ae48acc
--- /dev/null
+++ b/embodichain/lab/devices/device_controller.py
@@ -0,0 +1,295 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import torch
+from typing import TYPE_CHECKING, Dict, Any, Optional, List, Union
+
+from embodichain.lab.devices.device import Device
+from embodichain.utils import logger
+
+if TYPE_CHECKING:
+    from embodichain.lab.sim.objects import Robot
+
+
+class DeviceController:
+    """Controller that bridges input devices (VR, keyboard, etc.) with robot control.
+
+    This controller is agnostic to the environment and can be used in both
+    gym environments and pure simulation contexts. It handles:
+    - Mapping device input to robot joint commands
+    - Joint limit enforcement
+    - Filtering and smoothing (if not handled by device)
+    - Multi-device support
+
+    Example:
+        # In gym environment
+        controller = DeviceController(robot=env.robot, device=vr_device)
+        action = controller.get_action()
+        env.step(action)
+
+        # In pure simulation
+        controller = DeviceController(robot=sim_robot, device=vr_device)
+        qpos = controller.get_action()
+        sim_robot.set_qpos(qpos)
+    """
+
+    def __init__(
+        self,
+        robot: Robot,
+        device: Optional[Device] = None,
+        device_name: str = "default",
+    ):
+        """Initialize Device Controller.
+
+        Args:
+            robot: Robot instance to control.
+            device: Input device (VR, keyboard, etc.). Can be None initially.
+            device_name: Name identifier for this device.
+        """
+        self.robot = robot
+        self._devices: Dict[str, Device] = {}
+        self._active_device_name: Optional[str] = None
+
+        if device is not None:
+            self.add_device(device, device_name, set_active=True)
+
+        # Joint mapping state: maps device joint name -> robot joint index
+        self._joint_mapping: Dict[str, int] = {}
+        self._mapping_initialized = False
+
+        logger.log_info(f"Device Controller initialized for robot: {robot.uid}")
+        logger.log_info(f"  Robot has {len(robot.joint_names)} joints")
+
+    def add_device(
+        self, device: Device, device_name: str, set_active: bool = False
+    ) -> None:
+        """Add a new input device.
+
+        Args:
+            device: Device instance to add.
+            device_name: Name identifier for the device.
+            set_active: Whether to set this as the active device.
+        """
+        self._devices[device_name] = device
+
+        if set_active or self._active_device_name is None:
+            self._active_device_name = device_name
+
+        logger.log_info(f"Added device '{device_name}' (Active: {set_active})")
+
+    def remove_device(self, device_name: str) -> None:
+        """Remove a device.
+
+        Args:
+            device_name: Name of the device to remove.
+        """
+        if device_name in self._devices:
+            del self._devices[device_name]
+            logger.log_info(f"Removed device '{device_name}'")
+
+            if self._active_device_name == device_name:
+                self._active_device_name = (
+                    list(self._devices.keys())[0] if self._devices else None
+                )
+
+    def set_active_device(self, device_name: str) -> None:
+        """Set the active input device.
+
+        Args:
+            device_name: Name of the device to activate.
+        """
+        if device_name not in self._devices:
+            logger.log_error(f"Device '{device_name}' not found")
+            return
+
+        self._active_device_name = device_name
+        logger.log_info(f"Active device set to '{device_name}'")
+
+    def get_action(
+        self, device_name: Optional[str] = None, as_dict: bool = False
+    ) -> Union[torch.Tensor, Dict[str, float], None]:
+        """Get robot action from device input.
+
+        Args:
+            device_name: Name of device to query. If None, uses active device.
+            as_dict: Whether to return action as dict (joint_name -> value).
+
+        Returns:
+            Robot action tensor (shape: [num_envs, num_joints]) or dict,
+            or None if no valid data available.
+        """
+        # Get device
+        device_name = device_name or self._active_device_name
+        if device_name is None or device_name not in self._devices:
+            return None
+
+        device = self._devices[device_name]
+
+        # Get device state
+        state = device.get_controller_state()
+        device_data = state.get("filtered_data") or state.get("raw_data")
+
+        if device_data is None:
+            return None
+
+        # Map device data to robot action
+        return self._map_device_to_robot(device_data, as_dict=as_dict)
+
+    def _map_device_to_robot(
+        self, device_data: Dict[str, float], as_dict: bool = False
+    ) -> Union[torch.Tensor, Dict[str, float], None]:
+        """Map device input to robot action.
+
+        Args:
+            device_data: Device joint data (joint_name -> value).
+            as_dict: Whether to return as dict instead of tensor.
+
+        Returns:
+            Robot action or None if mapping failed.
+        """
+        try:
+            robot_joint_names = self.robot.joint_names
+
+            # Build joint mapping on first call
+            if not self._mapping_initialized:
+                self._build_joint_mapping(device_data, robot_joint_names)
+
+            # Extract joint values based on mapping
+            joint_values = []
+            joint_indices = []
+            mapped_joints = {}
+
+            for device_joint, robot_idx in self._joint_mapping.items():
+                if device_joint in device_data:
+                    value = device_data[device_joint]
+                    joint_values.append(value)
+                    joint_indices.append(robot_idx)
+                    mapped_joints[robot_joint_names[robot_idx]] = value
+
+            if len(joint_indices) == 0:
+                return None
+
+            # Return as dict if requested
+            if as_dict:
+                return mapped_joints
+
+            # Convert to tensor and create full action
+            device_tensor = torch.tensor(
+                joint_values, dtype=torch.float32, device=self.robot.device
+            )
+            indices_tensor = torch.tensor(
+                joint_indices, dtype=torch.long, device=self.robot.device
+            )
+
+            # Get current robot qpos
+            current_qpos = self.robot.get_qpos()  # [num_envs, num_joints]
+
+            # Create action by updating controlled joints
+            action = current_qpos.clone()
+            action[:, indices_tensor] = device_tensor.unsqueeze(0)
+
+            # Enforce joint limits
+            action = self._enforce_joint_limits(action)
+
+            return action
+
+        except Exception as e:
+            logger.log_error(f"Error mapping device data to robot action: {e}")
+            return None
+
+    def _build_joint_mapping(
+        self, device_data: Dict[str, float], robot_joint_names: List[str]
+    ) -> None:
+        """Build mapping from device joints to robot joints.
+
+        Args:
+            device_data: Device joint data to determine available joints.
+            robot_joint_names: Robot joint names.
+        """
+        self._joint_mapping = {}
+
+        for robot_idx, robot_joint in enumerate(robot_joint_names):
+            # Direct name matching (can be extended with more sophisticated mapping)
+            if robot_joint in device_data:
+                self._joint_mapping[robot_joint] = robot_idx
+
+        self._mapping_initialized = True
+
+        logger.log_info(
+            f"Joint mapping initialized: {len(self._joint_mapping)} joints mapped"
+        )
+        logger.log_info(f"  Mapped joints: {list(self._joint_mapping.keys())}")
+
+    def _enforce_joint_limits(self, action: torch.Tensor) -> torch.Tensor:
+        """Enforce robot joint limits on action.
+
+        Args:
+            action: Action tensor [num_envs, num_joints].
+
+        Returns:
+            Clamped action tensor.
+        """
+        qpos_limits = self.robot.body_data.qpos_limits[0]  # [num_joints, 2]
+        return torch.clamp(action, qpos_limits[:, 0], qpos_limits[:, 1])
+
+    def reset(self) -> None:
+        """Reset controller state."""
+        # Reset all devices
+        for device in self._devices.values():
+            if hasattr(device, "reset"):
+                device.reset()
+
+        # Reset mapping
+        self._joint_mapping = {}
+        self._mapping_initialized = False
+
+        logger.log_info("Device Controller reset")
+
+    def get_device_info(self, device_name: Optional[str] = None) -> Dict[str, Any]:
+        """Get information about a device.
+
+        Args:
+            device_name: Name of device. If None, uses active device.
+
+        Returns:
+            Device information dict.
+        """
+        device_name = device_name or self._active_device_name
+        if device_name is None or device_name not in self._devices:
+            return {"error": "No device available"}
+
+        device = self._devices[device_name]
+        state = device.get_controller_state()
+
+        return {
+            "device_name": device_name,
+            "is_active": device_name == self._active_device_name,
+            "mapped_joints": list(self._joint_mapping.keys()),
+            "device_state": state,
+        }
+
+    def get_all_devices(self) -> List[str]:
+        """Get list of all registered device names."""
+        return list(self._devices.keys())
+
+    @property
+    def active_device(self) -> Optional[Device]:
+        """Get the currently active device."""
+        if self._active_device_name is None:
+            return None
+        return self._devices.get(self._active_device_name)
diff --git a/embodichain/lab/gym/envs/embodied_env.py b/embodichain/lab/gym/envs/embodied_env.py
index 1fc524a7..cd5ac648 100644
--- a/embodichain/lab/gym/envs/embodied_env.py
+++ b/embodichain/lab/gym/envs/embodied_env.py
@@ -95,6 +95,19 @@ class EnvLightCfg:
     """Data pipeline configuration. Defaults to None.
     """
 
+    extensions: Union[Dict[str, Any], None] = None
+    """Extension parameters for task-specific configurations.
+    
+    This field can be used to pass additional parameters that are specific to certain environments
+    or tasks without modifying the base configuration class. For example:
+    - obs_mode: Observation mode (e.g., "state", "image")
+    - episode_length: Maximum episode length
+    - joint_limits: Joint limit constraints
+    - action_scale: Action scaling factor
+    - vr_joint_mapping: VR joint mapping for teleoperation
+    - control_frequency: Control frequency for VR teleoperation
+    """
+
     # Some helper attributes
     filter_visual_rand: bool = False
     """Whether to filter out visual randomization 
@@ -134,17 +147,9 @@ def __init__(self, cfg: EmbodiedEnvCfg, **kwargs):
 
         extensions = getattr(cfg, "extensions", {}) or {}
 
-        defaults = {
-            "obs_mode": "state",
-            "episode_length": 50,
-            "joint_limits": 0.5,
-            "action_scale": 0.1,
-        }
-
-        for name, default in defaults.items():
-            value = extensions.get(name, getattr(cfg, name, default))
+        for name, value in extensions.items():
             setattr(cfg, name, value)
-            setattr(self, name, getattr(cfg, name))
+            setattr(self, name, value)
 
         super().__init__(cfg, **kwargs)
 
diff --git a/embodichain/lab/gym/envs/managers/observations.py b/embodichain/lab/gym/envs/managers/observations.py
index db0dc220..d7ae016d 100644
--- a/embodichain/lab/gym/envs/managers/observations.py
+++ b/embodichain/lab/gym/envs/managers/observations.py
@@ -28,6 +28,7 @@
 from embodichain.lab.gym.envs.managers.events import resolve_dict
 from embodichain.lab.gym.envs.managers import Functor, FunctorCfg
 from embodichain.utils import logger
+from embodichain.utils.math import quat_from_matrix
 
 if TYPE_CHECKING:
     from embodichain.lab.gym.envs import EmbodiedEnv
@@ -90,6 +91,81 @@ def normalize_robot_joint_data(
     return data
 
 
+def get_sensor_pose_in_robot_frame(
+    env: EmbodiedEnv,
+    obs: EnvObs,
+    entity_cfg: SceneEntityCfg,
+    robot_uid: str | None = None,
+) -> torch.Tensor:
+    """Get the pose of a sensor in the robot's base coordinate frame.
+
+    Args:
+        env: The environment instance.
+        obs: The observation dictionary.
+        entity_cfg: The configuration of the sensor entity.
+        robot_uid: The uid of the robot. If None, uses the default robot from env.
+
+    Returns:
+        A tensor of shape (num_envs, 7) representing the sensor pose in robot coordinates as [x, y, z, qw, qx, qy, qz].
+    """
+    # Get robot base pose in world frame
+    robot = env.sim.get_robot(robot_uid) if robot_uid else env.robot
+    robot_pose = robot.get_local_pose(to_matrix=True)
+    robot_pose_inv = torch.linalg.inv(robot_pose)
+
+    # Get sensor pose in world frame
+    sensor: Union[Camera, StereoCamera] = env.sim.get_sensor(entity_cfg.uid)
+    if sensor is None:
+        logger.log_error(
+            f"Sensor with UID '{entity_cfg.uid}' not found in the simulation."
+        )
+
+    cam_pose = sensor.get_arena_pose(to_matrix=True)
+
+    # Compute sensor pose in robot coordinate frame: T_robot_cam = inv(T_world_robot) @ T_world_cam
+    cam_in_robot = torch.matmul(robot_pose_inv, cam_pose)
+
+    # Convert (num_envs, 4, 4) to (num_envs, 7): [x, y, z, qw, qx, qy, qz]
+    xyz = cam_in_robot[:, :3, 3]
+    quat = quat_from_matrix(cam_in_robot[:, :3, :3])
+    pose = torch.cat([xyz, quat], dim=-1)
+
+    return pose
+
+
+def get_sensor_intrinsics(
+    env: EmbodiedEnv,
+    obs: EnvObs,
+    entity_cfg: SceneEntityCfg,
+    is_right: bool = False,
+) -> torch.Tensor:
+    """Get the intrinsic matrix of a sensor (camera).
+
+    Args:
+        env: The environment instance.
+        obs: The observation dictionary.
+        entity_cfg: The configuration of the sensor entity.
+        is_right: Whether to return the right camera intrinsics for stereo cameras.
+            Defaults to False (left camera). Ignored for monocular cameras.
+
+    Returns:
+        A tensor of shape (num_envs, 3, 3) representing the camera intrinsics.
+    """
+    sensor = env.sim.get_sensor(entity_cfg.uid)
+    if sensor is None:
+        logger.log_error(
+            f"Sensor with UID '{entity_cfg.uid}' not found in the simulation."
+        )
+    if isinstance(sensor, StereoCamera):
+        left_intrinsics, right_intrinsics = sensor.get_intrinsics()
+        return right_intrinsics if is_right else left_intrinsics
+    elif isinstance(sensor, Camera):
+        return sensor.get_intrinsics()  # (num_envs, 3, 3)
+    else:
+        logger.log_error(f"Sensor '{entity_cfg.uid}' is not Camera or StereoCamera.")
+        return torch.zeros((env.num_envs, 3, 3), dtype=torch.float32)
+
+
 def compute_semantic_mask(
     env: EmbodiedEnv,
     obs: EnvObs,
diff --git a/embodichain/lab/gym/envs/managers/randomization/spatial.py b/embodichain/lab/gym/envs/managers/randomization/spatial.py
index 0776f919..2437e883 100644
--- a/embodichain/lab/gym/envs/managers/randomization/spatial.py
+++ b/embodichain/lab/gym/envs/managers/randomization/spatial.py
@@ -17,10 +17,11 @@
 from __future__ import annotations
 
 import torch
-from typing import TYPE_CHECKING, Literal, Union, List
+from typing import TYPE_CHECKING, Union, List
 
 from embodichain.lab.sim.objects import RigidObject, Robot
 from embodichain.lab.gym.envs.managers.cfg import SceneEntityCfg
+from embodichain.lab.gym.envs.managers import Functor, FunctorCfg
 from embodichain.utils.math import sample_uniform, matrix_from_euler
 from embodichain.utils import logger
 
diff --git a/embodichain/lab/sim/objects/articulation.py b/embodichain/lab/sim/objects/articulation.py
index 4930c368..e18eb79a 100644
--- a/embodichain/lab/sim/objects/articulation.py
+++ b/embodichain/lab/sim/objects/articulation.py
@@ -1432,7 +1432,7 @@ def compute_jacobian(
                                            Defaults to the last link in the chain.
             root_link_name (str, optional): The name of the root link for which the Jacobian is computed.
                                             Defaults to the first link in the chain.
-            locations (Union[torch.Tensor, np.ndarray], optional): Offset points relative to the end-effector
+            locations (torch.Tensor | np.ndarray, optional): Offset points relative to the end-effector
                                                                    frame for which the Jacobian is computed.
                                                                    Shape can be (batch_size, 3) or (3,) for a single offset.
                                                                    Defaults to None (origin of the end-effector frame).
diff --git a/embodichain/lab/sim/sensors/stereo.py b/embodichain/lab/sim/sensors/stereo.py
index bdfd9d8e..31452329 100644
--- a/embodichain/lab/sim/sensors/stereo.py
+++ b/embodichain/lab/sim/sensors/stereo.py
@@ -117,6 +117,16 @@ def get_local_pose(self) -> np.ndarray:
         left_pose = self._left_view.get_local_pose()
         return left_pose @ inv_transform(self._left_to_center)
 
+    def set_world_pose(self, pose: np.ndarray) -> None:
+        left_pose = pose @ self._left_to_center
+        right_pose = pose @ self._right_to_center
+        self._left_view.set_world_pose(left_pose)
+        self._right_view.set_world_pose(right_pose)
+
+    def get_world_pose(self) -> np.ndarray:
+        left_pose = self._left_view.get_world_pose()
+        return left_pose @ inv_transform(self._left_to_center)
+
     def get_node(self) -> dexsim.engine.Node:
         return self._left_view.get_node()
 
diff --git a/embodichain/lab/sim/solvers/base_solver.py b/embodichain/lab/sim/solvers/base_solver.py
index 3817de84..6e72668b 100644
--- a/embodichain/lab/sim/solvers/base_solver.py
+++ b/embodichain/lab/sim/solvers/base_solver.py
@@ -59,7 +59,7 @@ class SolverCfg:
     """
 
     # TODO: may be support pos and rot separately for easier manipulation.
-    tcp: Union[torch.Tensor, np.ndarray] = np.eye(4)
+    tcp: torch.Tensor | np.ndarray = np.eye(4)
     """The tool center point (TCP) position as a 4x4 homogeneous matrix.
 
     This represents the position and orientation of the tool in the robot's end-effector frame.
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/__init__.py b/embodichain/lab/sim/utility/workspace_analyzer/__init__.py
index a2b3e80a..57074086 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/__init__.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/__init__.py
@@ -53,6 +53,9 @@
 from embodichain.lab.sim.utility.workspace_analyzer import visualizers
 from embodichain.lab.sim.utility.workspace_analyzer import metrics
 from embodichain.lab.sim.utility.workspace_analyzer import constraints
+from embodichain.lab.sim.utility.workspace_analyzer.workspace_sampler import (
+    sample_circular_plane_reachability,
+)
 
 __all__ = [
     "WorkspaceAnalyzer",
@@ -64,4 +67,5 @@
     "visualizers",
     "metrics",
     "constraints",
+    "sample_circular_plane_reachability",
 ]
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/constraints/__init__.py b/embodichain/lab/sim/utility/workspace_analyzer/constraints/__init__.py
index 9c02f032..b6df4e52 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/constraints/__init__.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/constraints/__init__.py
@@ -16,9 +16,11 @@
 
 from .base_constraint import BaseConstraintChecker, IConstraintChecker
 from .workspace_constraint import WorkspaceConstraintChecker
+from .circular_constraint import CircularConstraintChecker
 
 __all__ = [
     "BaseConstraintChecker",
     "IConstraintChecker",
     "WorkspaceConstraintChecker",
+    "CircularConstraintChecker",
 ]
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/constraints/base_constraint.py b/embodichain/lab/sim/utility/workspace_analyzer/constraints/base_constraint.py
index c0b7a4c1..65dea4d1 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/constraints/base_constraint.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/constraints/base_constraint.py
@@ -35,8 +35,8 @@ class IConstraintChecker:
     """
 
     def check_bounds(
-        self, points: Union[torch.Tensor, np.ndarray]
-    ) -> Union[torch.Tensor, np.ndarray]:
+        self, points: torch.Tensor | np.ndarray
+    ) -> torch.Tensor | np.ndarray:
         """Check if points are within bounds.
 
         Args:
@@ -48,8 +48,8 @@ def check_bounds(
         ...
 
     def filter_points(
-        self, points: Union[torch.Tensor, np.ndarray]
-    ) -> Union[torch.Tensor, np.ndarray]:
+        self, points: torch.Tensor | np.ndarray
+    ) -> torch.Tensor | np.ndarray:
         """Filter points to keep only those satisfying all constraints.
 
         Args:
@@ -96,8 +96,8 @@ def __init__(
                 )
 
     def check_bounds(
-        self, points: Union[torch.Tensor, np.ndarray]
-    ) -> Union[torch.Tensor, np.ndarray]:
+        self, points: torch.Tensor | np.ndarray
+    ) -> torch.Tensor | np.ndarray:
         """Check if points are within bounds.
 
         Args:
@@ -142,8 +142,8 @@ def check_bounds(
         return valid
 
     def filter_points(
-        self, points: Union[torch.Tensor, np.ndarray]
-    ) -> Union[torch.Tensor, np.ndarray]:
+        self, points: torch.Tensor | np.ndarray
+    ) -> torch.Tensor | np.ndarray:
         """Filter points to keep only those satisfying all constraints.
 
         Args:
@@ -157,8 +157,8 @@ def filter_points(
 
     @abstractmethod
     def check_collision(
-        self, points: Union[torch.Tensor, np.ndarray]
-    ) -> Union[torch.Tensor, np.ndarray]:
+        self, points: torch.Tensor | np.ndarray
+    ) -> torch.Tensor | np.ndarray:
         """Check if points are collision-free (to be implemented by subclasses).
 
         Args:
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/constraints/workspace_constraint.py b/embodichain/lab/sim/utility/workspace_analyzer/constraints/workspace_constraint.py
index 0947193e..adf26345 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/constraints/workspace_constraint.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/constraints/workspace_constraint.py
@@ -14,7 +14,6 @@
 # limitations under the License.
 # ----------------------------------------------------------------------------
 
-from typing import Union, List, Tuple
 import numpy as np
 import torch
 
@@ -48,7 +47,7 @@ def __init__(
         min_bounds: np.ndarray | None = None,
         max_bounds: np.ndarray | None = None,
         ground_height: float = 0.0,
-        exclude_zones: List[Tuple[np.ndarray, np.ndarray]] | None = None,
+        exclude_zones: list[tuple[np.ndarray, np.ndarray]] | None = None,
         device: torch.device | None = None,
     ):
         """Initialize the workspace constraint checker.
@@ -97,8 +96,8 @@ def from_config(
         )
 
     def check_collision(
-        self, points: Union[torch.Tensor, np.ndarray]
-    ) -> Union[torch.Tensor, np.ndarray]:
+        self, points: torch.Tensor | np.ndarray
+    ) -> torch.Tensor | np.ndarray:
         """Check if points are not in excluded zones (collision checking).
 
         This method checks whether the robot end-effector positions would collide with
@@ -141,8 +140,8 @@ def check_collision(
         return valid
 
     def filter_points(
-        self, points: Union[torch.Tensor, np.ndarray]
-    ) -> Union[torch.Tensor, np.ndarray]:
+        self, points: torch.Tensor | np.ndarray
+    ) -> torch.Tensor | np.ndarray:
         """Filter points to keep only those satisfying all constraints.
 
         This is a comprehensive filtering method that checks both boundary constraints
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/base_sampler.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/base_sampler.py
index a489549d..aa272a8d 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/samplers/base_sampler.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/base_sampler.py
@@ -35,7 +35,7 @@ class ISampler(Protocol):
     """
 
     def sample(
-        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+        self, bounds: torch.Tensor | np.ndarray, num_samples: int
     ) -> torch.Tensor:
         """Generate samples within the given bounds.
 
@@ -111,7 +111,7 @@ def sample(
 
     @abstractmethod
     def _sample_from_bounds(
-        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+        self, bounds: torch.Tensor | np.ndarray, num_samples: int
     ) -> torch.Tensor:
         """Generate samples within the given bounds.
 
@@ -140,7 +140,7 @@ def get_strategy_name(self) -> str:
         """
         raise NotImplementedError("Subclasses must implement get_strategy_name method")
 
-    def _to_tensor(self, data: Union[torch.Tensor, np.ndarray]) -> torch.Tensor:
+    def _to_tensor(self, data: torch.Tensor | np.ndarray) -> torch.Tensor:
         """Convert data to torch.Tensor.
 
         Args:
@@ -164,7 +164,7 @@ def _to_numpy(self, data: torch.Tensor) -> np.ndarray:
         """
         return data.detach().cpu().numpy()
 
-    def _validate_bounds(self, bounds: Union[torch.Tensor, np.ndarray]) -> torch.Tensor:
+    def _validate_bounds(self, bounds: torch.Tensor | np.ndarray) -> torch.Tensor:
         """Validate the bounds array and convert to tensor.
 
         Args:
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/gaussian_sampler.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/gaussian_sampler.py
index 97501428..7483c8a2 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/samplers/gaussian_sampler.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/gaussian_sampler.py
@@ -88,7 +88,7 @@ def __init__(
         self.clip_to_bounds = clip_to_bounds
 
     def _sample_from_bounds(
-        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+        self, bounds: torch.Tensor | np.ndarray, num_samples: int
     ) -> torch.Tensor:
         """Generate Gaussian-distributed samples within the given bounds.
 
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/halton_sampler.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/halton_sampler.py
index 94559f25..1d5f6e94 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/samplers/halton_sampler.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/halton_sampler.py
@@ -177,7 +177,7 @@ def __init__(
         self.skip = skip
 
     def sample(
-        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+        self, bounds: torch.Tensor | np.ndarray, num_samples: int
     ) -> torch.Tensor:
         """Generate Halton sequence samples within the given bounds.
 
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/importance_sampler.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/importance_sampler.py
index ee7ec249..f6c1a2d9 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/samplers/importance_sampler.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/importance_sampler.py
@@ -92,7 +92,7 @@ def __init__(
             )
 
     def sample(
-        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+        self, bounds: torch.Tensor | np.ndarray, num_samples: int
     ) -> torch.Tensor:
         """Generate importance-weighted samples within the given bounds.
 
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/iniform_sampler.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/iniform_sampler.py
index 228d4d61..846f72aa 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/samplers/iniform_sampler.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/iniform_sampler.py
@@ -67,7 +67,7 @@ def __init__(
         self.samples_per_dim = samples_per_dim
 
     def _sample_from_bounds(
-        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+        self, bounds: torch.Tensor | np.ndarray, num_samples: int
     ) -> torch.Tensor:
         """Generate uniform grid samples within the given bounds.
 
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/lhs_sampler.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/lhs_sampler.py
index 89175b0d..51f89d33 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/samplers/lhs_sampler.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/lhs_sampler.py
@@ -98,7 +98,7 @@ def __init__(
             self.optimization = None
 
     def sample(
-        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+        self, bounds: torch.Tensor | np.ndarray, num_samples: int
     ) -> torch.Tensor:
         """Generate Latin Hypercube samples within the given bounds.
 
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/random_sampler.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/random_sampler.py
index 94122de1..f14c4115 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/samplers/random_sampler.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/random_sampler.py
@@ -60,7 +60,7 @@ def __init__(
         super().__init__(seed, device)
 
     def _sample_from_bounds(
-        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+        self, bounds: torch.Tensor | np.ndarray, num_samples: int
     ) -> torch.Tensor:
         """Generate random samples within the given bounds.
 
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/samplers/sobol_sampler.py b/embodichain/lab/sim/utility/workspace_analyzer/samplers/sobol_sampler.py
index de5f7e37..b15a9752 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/samplers/sobol_sampler.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/samplers/sobol_sampler.py
@@ -91,7 +91,7 @@ def __init__(
             )
 
     def sample(
-        self, bounds: Union[torch.Tensor, np.ndarray], num_samples: int
+        self, bounds: torch.Tensor | np.ndarray, num_samples: int
     ) -> torch.Tensor:
         """Generate Sobol sequence samples within the given bounds.
 
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/visualizers/axis_visualizer.py b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/axis_visualizer.py
index 3b4c1885..477a1530 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/visualizers/axis_visualizer.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/axis_visualizer.py
@@ -92,8 +92,8 @@ def __init__(
 
     def visualize(
         self,
-        poses: Union[torch.Tensor, np.ndarray],
-        colors: Union[torch.Tensor, np.ndarray] | None = None,
+        poses: torch.Tensor | np.ndarray,
+        colors: torch.Tensor | np.ndarray | None = None,
         **kwargs: Any,
     ) -> Any:
         """Visualize coordinate axes at specified poses or points.
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/visualizers/base_visualizer.py b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/base_visualizer.py
index d0f8e48c..41c64c14 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/visualizers/base_visualizer.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/base_visualizer.py
@@ -55,8 +55,8 @@ class IVisualizer(Protocol):
 
     def visualize(
         self,
-        points: Union[torch.Tensor, np.ndarray],
-        colors: Union[torch.Tensor, np.ndarray] | None = None,
+        points: torch.Tensor | np.ndarray,
+        colors: torch.Tensor | np.ndarray | None = None,
         **kwargs: Any,
     ) -> Any:
         """Visualize the workspace data.
@@ -156,8 +156,8 @@ def _validate_backend(self) -> None:
     @abstractmethod
     def visualize(
         self,
-        points: Union[torch.Tensor, np.ndarray],
-        colors: Union[torch.Tensor, np.ndarray] | None = None,
+        points: torch.Tensor | np.ndarray,
+        colors: torch.Tensor | np.ndarray | None = None,
         **kwargs: Any,
     ) -> Any:
         """Visualize the workspace data.
@@ -215,7 +215,7 @@ def _save_impl(self, filepath: Path, **kwargs: Any) -> None:
         """
         raise NotImplementedError("Subclasses must implement _save_impl method")
 
-    def _to_numpy(self, data: Union[torch.Tensor, np.ndarray]) -> np.ndarray:
+    def _to_numpy(self, data: torch.Tensor | np.ndarray) -> np.ndarray:
         """Convert data to numpy array.
 
         Args:
@@ -244,7 +244,7 @@ def _validate_points(self, points: np.ndarray) -> None:
             raise ValueError("Points array is empty")
 
     def _validate_colors(
-        self, colors: Union[torch.Tensor, np.ndarray] | None, num_points: int
+        self, colors: torch.Tensor | np.ndarray | None, num_points: int
     ) -> Union[np.ndarray, None]:
         """Validate and normalize the colors array.
 
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/visualizers/point_cloud_visualizer.py b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/point_cloud_visualizer.py
index 6494ac72..cc5309f7 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/visualizers/point_cloud_visualizer.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/point_cloud_visualizer.py
@@ -68,8 +68,8 @@ def __init__(
 
     def visualize(
         self,
-        points: Union[torch.Tensor, np.ndarray],
-        colors: Union[torch.Tensor, np.ndarray] | None = None,
+        points: torch.Tensor | np.ndarray,
+        colors: torch.Tensor | np.ndarray | None = None,
         **kwargs: Any,
     ) -> Any:
         """Visualize points as a point cloud.
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/visualizers/sphere_visualizer.py b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/sphere_visualizer.py
index 0338533b..cfd71dad 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/visualizers/sphere_visualizer.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/sphere_visualizer.py
@@ -73,8 +73,8 @@ def __init__(
 
     def visualize(
         self,
-        points: Union[torch.Tensor, np.ndarray],
-        colors: Union[torch.Tensor, np.ndarray] | None = None,
+        points: torch.Tensor | np.ndarray,
+        colors: torch.Tensor | np.ndarray | None = None,
         **kwargs: Any,
     ) -> Any:
         """Visualize points as spheres.
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/visualizers/voxel_visualizer.py b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/voxel_visualizer.py
index 0324a2f3..ac403900 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/visualizers/voxel_visualizer.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/visualizers/voxel_visualizer.py
@@ -69,8 +69,8 @@ def __init__(
 
     def visualize(
         self,
-        points: Union[torch.Tensor, np.ndarray],
-        colors: Union[torch.Tensor, np.ndarray] | None = None,
+        points: torch.Tensor | np.ndarray,
+        colors: torch.Tensor | np.ndarray | None = None,
         **kwargs: Any,
     ) -> Any:
         """Visualize points as a voxel grid.
diff --git a/embodichain/utils/math.py b/embodichain/utils/math.py
index c2ac5910..62742b1b 100644
--- a/embodichain/utils/math.py
+++ b/embodichain/utils/math.py
@@ -14,7 +14,7 @@
 # limitations under the License.
 # ----------------------------------------------------------------------------
 
-# needed to import for allowing type-hinting: Union[torch.Tensor, np.ndarray]
+# needed to import for allowing type-hinting: torch.Tensor | np.ndarray
 from __future__ import annotations
 
 import math
@@ -280,8 +280,8 @@ def matrix_from_quat(quaternions: torch.Tensor) -> torch.Tensor:
 
 
 def convert_quat(
-    quat: Union[torch.Tensor, np.ndarray], to: Literal["xyzw", "wxyz"] = "xyzw"
-) -> Union[torch.Tensor, np.ndarray]:
+    quat: torch.Tensor | np.ndarray, to: Literal["xyzw", "wxyz"] = "xyzw"
+) -> torch.Tensor | np.ndarray:
     """Converts quaternion from one convention to another.
 
     The convention to convert TO is specified as an optional argument. If to == 'xyzw',

From 2471b8d184745bb5eb817f4ca733d202c5ffc391 Mon Sep 17 00:00:00 2001
From: Haonan Yuan <haonan.yuan86@gmail.com>
Date: Mon, 12 Jan 2026 21:42:04 +0800
Subject: [PATCH 75/92] Add LeRobot Data Handler for Dataset Export (#41)

Co-authored-by: yuanhaonan <yuanhaonan@dexforce.top>
Co-authored-by: Yueci Deng <dengyueci@qq.com>
---
 .github/workflows/main.yml                    |   1 +
 configs/gym/pour_water/gym_config.json        |  39 +-
 configs/gym/pour_water/gym_config_simple.json | 326 +++++++++++++
 configs/gym/special/simple_task_ur10.json     | 114 +++++
 docs/source/quick_start/install.md            |   6 +
 embodichain/data/constants.py                 |   1 +
 embodichain/data/enum.py                      |  15 +
 embodichain/lab/gym/envs/__init__.py          |   2 +
 .../envs/action_bank/configurable_action.py   |  13 +-
 embodichain/lab/gym/envs/base_env.py          |  19 +-
 embodichain/lab/gym/envs/embodied_env.py      | 138 ++++--
 embodichain/lab/gym/envs/managers/__init__.py |  10 +-
 embodichain/lab/gym/envs/managers/cfg.py      |  12 +
 .../lab/gym/envs/managers/dataset_manager.py  | 321 +++++++++++++
 embodichain/lab/gym/envs/managers/datasets.py | 432 ++++++++++++++++++
 .../lab/gym/envs/managers/object/geometry.py  |   6 +-
 .../lab/gym/envs/tasks/special/simple_task.py |  88 ++++
 .../tasks/tableware/pour_water/pour_water.py  |   1 +
 embodichain/lab/gym/utils/gym_utils.py        |  28 +-
 embodichain/lab/gym/utils/misc.py             |  15 +
 embodichain/lab/gym/utils/registration.py     |  10 +
 embodichain/lab/scripts/run_env.py            |  38 +-
 .../utility/workspace_analyzer/__init__.py    |   4 -
 .../constraints/__init__.py                   |   2 -
 pyproject.toml                                |   9 +-
 scripts/tutorials/gym/random_reach.py         |   2 +-
 scripts/tutorials/sim/create_sensor.py        |   2 +-
 tests/gym/envs/test_base_env.py               |   2 +-
 tests/gym/envs/test_embodied_env.py           |  16 +-
 29 files changed, 1580 insertions(+), 92 deletions(-)
 create mode 100644 configs/gym/pour_water/gym_config_simple.json
 create mode 100644 configs/gym/special/simple_task_ur10.json
 create mode 100644 embodichain/lab/gym/envs/managers/dataset_manager.py
 create mode 100644 embodichain/lab/gym/envs/managers/datasets.py
 create mode 100644 embodichain/lab/gym/envs/tasks/special/simple_task.py

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 7d819218..4cb35e58 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -80,6 +80,7 @@ jobs:
           export HF_ENDPOINT=https://hf-mirror.com
           pip uninstall pymeshlab -y
           pip install pymeshlab==2023.12.post3
+          pip install numpy==1.26.4
           pytest tests
 
   publish:
diff --git a/configs/gym/pour_water/gym_config.json b/configs/gym/pour_water/gym_config.json
index 9048f817..04c73b1b 100644
--- a/configs/gym/pour_water/gym_config.json
+++ b/configs/gym/pour_water/gym_config.json
@@ -1,6 +1,6 @@
 {   
     "id": "PourWater-v3",
-    "max_episodes": 5,
+    "max_episodes": 10,
     "env": {
         "events": {
             "random_light": {
@@ -258,11 +258,38 @@
             }
         },
         "dataset": {
-            "robot_meta": {
-                "arm_dofs": 12,
-                "control_freq": 25,
-                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
-                "min_len_steps": 5
+            "lerobot": {
+                "func": "LeRobotRecorder",
+                "mode": "save",
+                "params": {
+                    "robot_meta": {
+                        "robot_type": "CobotMagic",
+                        "arm_dofs": 12,
+                        "control_freq": 25,
+                        "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
+                        "observation": {
+                            "vision": {
+                                "cam_high": ["mask"],
+                                "cam_right_wrist": ["mask"],
+                                "cam_left_wrist": ["mask"]
+                            },
+                            "states": ["qpos"],
+                            "exteroception": ["cam_high", "cam_right_wrist", "cam_left_wrist"]
+                        },
+                        "action": "qpos_with_eef_pose",
+                        "min_len_steps": 5
+                    },
+                    "instruction": {
+                        "lang": "Pour water from bottle to cup"
+                    },
+                    "extra": {
+                        "scene_type": "Commercial",
+                        "task_description": "Pour water",
+                        "data_type": "sim"
+                    },
+                    "use_videos": true,
+                    "export_success_only": false
+                }
             }
         }
     },
diff --git a/configs/gym/pour_water/gym_config_simple.json b/configs/gym/pour_water/gym_config_simple.json
new file mode 100644
index 00000000..f116e0f9
--- /dev/null
+++ b/configs/gym/pour_water/gym_config_simple.json
@@ -0,0 +1,326 @@
+{   
+    "id": "PourWater-v3",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_bottle_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "bottle"},
+                    "position_range": [[-0.08, -0.12, 0.0], [0.08, 0.04, 0.0]],
+                    "relative_position": true                
+                }
+            },
+            "init_cup_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cup"},
+                    "position_range": [[-0.08, -0.04, 0.0], [0.08, 0.12, 0.0]],
+                    "relative_position": true                
+                }
+            },
+            "prepare_extra_attr": {
+                "func": "prepare_extra_attr",
+                "mode": "reset",
+                "params": {
+                    "attrs": [
+                        {
+                            "name": "object_lengths",
+                            "mode": "callable",
+                            "entity_uids": "all_objects",
+                            "func_name": "compute_object_length",
+                            "func_kwargs": {
+                                "is_svd_frame": true,
+                                "sample_points": 5000
+                            }
+                        },
+                        {
+                            "name": "grasp_pose_object",
+                            "mode": "static",
+                            "entity_cfg": {
+                                "uid": "bottle"
+                            },
+                            "value": [[
+                                    [0.32243,  0.03245,  0.94604,  0.025],
+                                    [0.00706, -0.99947,  0.03188, -0.0  ],
+                                    [0.94657, -0.0036 , -0.32249,  0.0  ],
+                                    [0.0    ,  0.0    ,  0.0    ,  1.0  ]
+                            ]]
+                        },
+                        {
+                            "name": "left_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "left_arm_base",
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "name": "right_arm_base_pose",
+                            "mode": "callable",
+                            "entity_cfg": {
+                                "uid": "CobotMagic"
+                            },
+                            "func_name": "get_link_pose",
+                            "func_kwargs": {
+                                "link_name": "right_arm_base",
+                                "to_matrix": true
+                            }
+                        }
+                    ]
+                }
+            },
+            "register_info_to_env": {
+                "func": "register_info_to_env",
+                "mode": "reset",
+                "params": {
+                    "registry": [
+                        {
+                            "entity_cfg": {
+                                "uid": "bottle"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "cup"
+                            },
+                            "pose_register_params": {
+                                "compute_relative": false,
+                                "compute_pose_object_to_arena": true,
+                                "to_matrix": true
+                            }
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["left_arm"]
+                            },
+                            "attrs": ["left_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "cup",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        },
+                        {
+                            "entity_cfg": {
+                                "uid": "CobotMagic",
+                                "control_parts": ["right_arm"]
+                            },
+                            "attrs": ["right_arm_base_pose"],
+                            "pose_register_params": {
+                                "compute_relative": "bottle",
+                                "compute_pose_object_to_arena": false,
+                                "to_matrix": true
+                            },
+                            "prefix": false
+                        }
+                    ],
+                    "registration": "affordance_datas",
+                    "sim_update": true
+                }
+            },
+            "random_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.0,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_cup_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "cup"},
+                    "random_texture_prob": 0.0,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_bottle_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "bottle"},
+                    "random_texture_prob": 0.0,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            },
+            "random_robot_init_eef_pose": {
+                "func": "randomize_robot_eef_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
+                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            }
+        },
+        "dataset": {
+            "lerobot": {
+                "func": "LeRobotRecorder",
+                "mode": "save",
+                "params": {
+                    "robot_meta": {
+                        "robot_type": "CobotMagic",
+                        "arm_dofs": 12,
+                        "control_freq": 25,
+                        "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
+                        "observation": {
+                            "vision": {
+                                "cam_high": ["mask"]
+                            },
+                            "states": ["qpos"],
+                            "exteroception": ["cam_high", "cam_right_wrist", "cam_left_wrist"]
+                        },
+                        "action": "qpos_with_eef_pose",
+                        "min_len_steps": 5
+                    },
+                    "instruction": {
+                        "lang": "Pour water from bottle to cup"
+                    },
+                    "extra": {
+                        "scene_type": "Commercial",
+                        "task_description": "Pour water",
+                        "data_type": "sim"
+                    },
+                    "use_videos": true,
+                    "export_success_only": false
+                }
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 480, 270],
+            "extrinsics": {
+                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
+                "target": [0.8586357573287919, 0, 0.5232553674540066],
+                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply",
+                "compute_uv": true
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"cup",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "PaperCup/paper_cup.ply",
+                "compute_uv": true
+            },
+            "attrs" : {
+                "mass": 0.01,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "restitution": 0.01,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters":8
+            },
+            "init_pos": [0.75, 0.1, 0.9],
+            "body_scale":[0.75, 0.75, 1.0],
+            "max_convex_hull_num": 8
+        },
+        {
+            "uid":"bottle",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "ScannedBottle/kashijia_processed.ply",
+                "compute_uv": true
+            },
+            "attrs" : {
+                "mass": 0.01,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "restitution": 0.01,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters":8
+            },
+            "init_pos": [0.75, -0.1, 0.932],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 8
+        }
+    ]
+}
\ No newline at end of file
diff --git a/configs/gym/special/simple_task_ur10.json b/configs/gym/special/simple_task_ur10.json
new file mode 100644
index 00000000..ee84c5ff
--- /dev/null
+++ b/configs/gym/special/simple_task_ur10.json
@@ -0,0 +1,114 @@
+{   
+    "id": "SimpleTask-v1",
+    "max_episodes": 24,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 20,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "random_material": {
+                "func": "randomize_visual_material",
+                "mode": "interval",
+                "interval_step": 50,
+                "params": {
+                    "entity_cfg": {"uid": "table"},
+                    "random_texture_prob": 0.0,
+                    "texture_path": "CocoBackground/coco",
+                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
+                }
+            }
+        },
+        "dataset": {
+            "lerobot": {
+                "func": "LeRobotRecorder",
+                "mode": "save",
+                "params": {
+                    "robot_meta": {
+                        "robot_type": "UR10",
+                        "arm_dofs": 6,
+                        "control_freq": 3,
+                        "observation": {
+                            "vision": {
+                                "cam_high": []
+                            },
+                            "states": ["qpos"]
+                        },
+                        "action": "qpos",
+                        "min_len_steps": 5
+                    },
+                    "instruction": {
+                        "lang": "Acting with Oscillatory motion"
+                    },
+                    "extra": {
+                        "scene_type": "commercial",
+                        "task_description": "Oscillatory motion",
+                        "data_type": "sim"
+                    },
+                    "use_videos": false,
+                    "export_success_only": false
+                }
+            }
+        }
+    },
+    "robot": {
+        "uid": "UR10",
+        "fpath": "UniversalRobots/UR10/UR10.urdf",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [1.57079, -1.57079, 1.57079, -1.57079, -1.57079, -3.14159]
+    },
+    "sensor": [
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_high",
+            "width": 640,
+            "height": 480,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 320.0, 240.0],
+            "extrinsics": {
+                "eye": [1, 0, 3],
+                "target": [0, 0, 1]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply",
+                "compute_uv": true
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.8, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+    ]
+}
\ No newline at end of file
diff --git a/docs/source/quick_start/install.md b/docs/source/quick_start/install.md
index fd00abef..7bb9bf5f 100644
--- a/docs/source/quick_start/install.md
+++ b/docs/source/quick_start/install.md
@@ -53,8 +53,14 @@ Install the project in development mode:
 
 ```bash
 pip install -e . --extra-index-url http://pyp.open3dv.site:2345/simple/ --trusted-host pyp.open3dv.site
+
+# Or install with the lerobot extras:
+pip install -e .[lerobot] --extra-index-url http://pyp.open3dv.site:2345/simple/ --trusted-host pyp.open3dv.site
 ```
 
+> [!NOTE]
+> * [LeRobot](https://huggingface.co/docs/lerobot/installation) is an optional module for EmbodiChain that provides data saving and loading functionalities for robot learning tasks. Installing with the `lerobot` extras will include this module and its dependencies.
+
 ### Verify Installation
 To verify that EmbodiChain is installed correctly, run a simple demo script to create a simulation scene:
 
diff --git a/embodichain/data/constants.py b/embodichain/data/constants.py
index 17264a80..8409d89a 100644
--- a/embodichain/data/constants.py
+++ b/embodichain/data/constants.py
@@ -21,3 +21,4 @@
     "https://huggingface.co/datasets/dexforce/embodichain_data/resolve/main/"
 )
 EMBODICHAIN_DEFAULT_DATA_ROOT = str(Path.home() / ".cache" / "embodichain_data")
+EMBODICHAIN_DEFAULT_DATASET_ROOT = str(Path.home() / ".cache" / "embodichain_datasets")
diff --git a/embodichain/data/enum.py b/embodichain/data/enum.py
index 3716b840..cf758192 100644
--- a/embodichain/data/enum.py
+++ b/embodichain/data/enum.py
@@ -15,6 +15,8 @@
 # ----------------------------------------------------------------------------
 
 from enum import Enum, IntEnum
+import torch
+import numpy as np
 
 
 class SemanticMask(IntEnum):
@@ -59,3 +61,16 @@ class Hints(Enum):
         EndEffector.DEXTROUSHAND.value,
     )
     ARM = (ControlParts.LEFT_ARM.value, ControlParts.RIGHT_ARM.value)
+
+
+class JointType(Enum):
+    QPOS = "qpos"
+
+
+class EefType(Enum):
+    POSE = "eef_pose"
+
+
+class ActionMode(Enum):
+    ABSOLUTE = ""
+    RELATIVE = "delta_"  # This indicates the action is relative change with respect to last state.
diff --git a/embodichain/lab/gym/envs/__init__.py b/embodichain/lab/gym/envs/__init__.py
index 286d7824..88257690 100644
--- a/embodichain/lab/gym/envs/__init__.py
+++ b/embodichain/lab/gym/envs/__init__.py
@@ -29,3 +29,5 @@
 
 # Reinforcement learning environments
 from embodichain.lab.gym.envs.tasks.rl.push_cube import PushCubeEnv
+
+from embodichain.lab.gym.envs.tasks.special.simple_task import SimpleTaskEnv
diff --git a/embodichain/lab/gym/envs/action_bank/configurable_action.py b/embodichain/lab/gym/envs/action_bank/configurable_action.py
index 62144cfc..3dd649e9 100644
--- a/embodichain/lab/gym/envs/action_bank/configurable_action.py
+++ b/embodichain/lab/gym/envs/action_bank/configurable_action.py
@@ -616,9 +616,16 @@ def initialize_with_current_qpos(
             # TODO: Hard to get current qpos for multi-agent env
             current_qpos = env.robot.get_qpos()
             joint_ids = env.robot.get_joint_ids(name=get_control_part(env, executor))
-            if current_qpos.ndim == 2 and current_qpos.shape[0] == 1:
-                current_qpos = current_qpos[0]
-            current_qpos = current_qpos[joint_ids].cpu()
+
+            # Handle multi-environment case
+            if current_qpos.ndim == 2:
+                # current_qpos shape: [num_envs, num_joints]
+                # Take first environment and then select joints
+                current_qpos = current_qpos[0, joint_ids].cpu()
+            else:
+                # Single environment case
+                # current_qpos shape: [num_joints]
+                current_qpos = current_qpos[joint_ids].cpu()
 
             executor_qpos_dim = action_list[executor].shape[0]
 
diff --git a/embodichain/lab/gym/envs/base_env.py b/embodichain/lab/gym/envs/base_env.py
index 1b2e5b5a..15f5d3be 100644
--- a/embodichain/lab/gym/envs/base_env.py
+++ b/embodichain/lab/gym/envs/base_env.py
@@ -103,13 +103,13 @@ def __init__(
         self.cfg = cfg
 
         # the number of envs to be simulated in parallel.
-        self.num_envs = self.cfg.num_envs
+        self._num_envs = self.cfg.num_envs
 
         if self.cfg.sim_cfg is None:
             self.sim_cfg = SimulationManagerCfg(headless=True)
         else:
             self.sim_cfg = self.cfg.sim_cfg
-            self.sim_cfg.num_envs = self.num_envs
+            self.sim_cfg.num_envs = self._num_envs
 
         if self.cfg.seed is not None:
             self.cfg.seed = set_seed(self.cfg.seed)
@@ -129,7 +129,7 @@ def __init__(
             self.sim.open_window()
 
         self._elapsed_steps = torch.zeros(
-            self.num_envs, dtype=torch.int32, device=self.sim_cfg.sim_device
+            self._num_envs, dtype=torch.int32, device=self.sim_cfg.sim_device
         )
 
         self._init_sim_state(**kwargs)
@@ -138,7 +138,7 @@ def __init__(
 
         logger.log_info("[INFO]: Initialized environment:")
         logger.log_info(f"\tEnvironment device    : {self.sim.device}")
-        logger.log_info(f"\tNumber of environments: {self.num_envs}")
+        logger.log_info(f"\tNumber of environments: {self._num_envs}")
         logger.log_info(f"\tEnvironment seed      : {self.cfg.seed}")
         logger.log_info(f"\tPhysics dt            : {self.sim_cfg.physics_dt}")
         logger.log_info(
@@ -146,7 +146,12 @@ def __init__(
         )
 
     @property
-    def device(self) -> torch.Tensor:
+    def num_envs(self) -> int:
+        """Return the number of environments simulated in parallel."""
+        return self._num_envs
+
+    @property
+    def device(self) -> torch.device:
         """Return the device used by the environment."""
         return self.sim.device
 
@@ -380,7 +385,7 @@ def get_info(self, **kwargs) -> Dict[str, Any]:
         info.update(self.evaluate(**kwargs))
         return info
 
-    def check_truncated(self, obs: EnvObs, info: Dict[str, Any]) -> bool:
+    def check_truncated(self, obs: EnvObs, info: Dict[str, Any]) -> torch.Tensor:
         """Check if the episode is truncated.
 
         Args:
@@ -388,7 +393,7 @@ def check_truncated(self, obs: EnvObs, info: Dict[str, Any]) -> bool:
             info: The info dictionary.
 
         Returns:
-            True if the episode is truncated, False otherwise.
+            A boolean tensor indicating truncation for each environment in the batch.
         """
         return torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
 
diff --git a/embodichain/lab/gym/envs/embodied_env.py b/embodichain/lab/gym/envs/embodied_env.py
index cd5ac648..8ce31346 100644
--- a/embodichain/lab/gym/envs/embodied_env.py
+++ b/embodichain/lab/gym/envs/embodied_env.py
@@ -20,7 +20,7 @@
 import gymnasium as gym
 
 from dataclasses import MISSING
-from typing import Dict, Union, Sequence, Tuple, Any, List
+from typing import Dict, Union, Sequence, Tuple, Any, List, Optional
 
 from embodichain.lab.sim.cfg import (
     RobotCfg,
@@ -42,6 +42,7 @@
 from embodichain.lab.gym.envs.managers import (
     EventManager,
     ObservationManager,
+    DatasetManager,
 )
 from embodichain.lab.gym.utils.registration import register_env
 from embodichain.utils import configclass, logger
@@ -90,9 +91,10 @@ class EnvLightCfg:
     Please refer to the :class:`embodichain.lab.gym.managers.ObservationManager` class for more details.
     """
 
-    # TODO: This would be changed to a more generic data pipeline configuration.
-    dataset: Union[Dict[str, Any], None] = None
-    """Data pipeline configuration. Defaults to None.
+    dataset: Union[object, None] = None
+    """Dataset settings. Defaults to None, in which case no dataset collection is performed.
+
+    Please refer to the :class:`embodichain.lab.gym.managers.DatasetManager` class for more details.
     """
 
     extensions: Union[Dict[str, Any], None] = None
@@ -145,6 +147,10 @@ def __init__(self, cfg: EmbodiedEnvCfg, **kwargs):
         self.affordance_datas = {}
         self.action_bank = None
 
+        # TODO: Change to array like data structure to handle different demo action list length for across different arena.
+        self.action_length: int = 0  # Set by create_demo_action_list
+        self._action_step_counter: int = 0  # Track steps within current action sequence
+
         extensions = getattr(cfg, "extensions", {}) or {}
 
         for name, value in extensions.items():
@@ -170,14 +176,8 @@ def _init_sim_state(self, **kwargs):
         if self.cfg.observations:
             self.observation_manager = ObservationManager(self.cfg.observations, self)
 
-        # TODO: A workaround for handling dataset saving, which need history data of obs-action pairs.
-        # We may improve this by implementing a data manager to handle data saving and online streaming.
-        if self.cfg.dataset is not None:
-            self.metadata["dataset"] = self.cfg.dataset
-            self.episode_obs_list = []
-            self.episode_action_list = []
-
-            self.curr_episode = 0
+        if self.cfg.dataset:
+            self.dataset_manager = DatasetManager(self.cfg.dataset, self)
 
     def _apply_functor_filter(self) -> None:
         """Apply functor filters to the environment components based on configuration.
@@ -261,25 +261,68 @@ def reset(
         self, seed: int | None = None, options: dict | None = None
     ) -> Tuple[EnvObs, Dict]:
         obs, info = super().reset(seed=seed, options=options)
-
-        if hasattr(self, "episode_obs_list"):
-            self.episode_obs_list = [obs]
-            self.episode_action_list = []
-
+        self._action_step_counter = 0  # Reset action step counter
         return obs, info
 
     def step(
         self, action: EnvAction, **kwargs
     ) -> Tuple[EnvObs, torch.Tensor, torch.Tensor, torch.Tensor, Dict[str, Any]]:
-        # TODO: Maybe add action preprocessing manager and its functors.
-        obs, reward, done, truncated, info = super().step(action, **kwargs)
-
-        if hasattr(self, "episode_action_list"):
+        """Step the environment with the given action.
+
+        Extends BaseEnv.step() to integrate with DatasetManager for automatic
+        data collection and saving. The key is to:
+        1. Record obs-action pairs as they happen
+        2. Detect episode completion
+        3. Auto-save episodes BEFORE reset
+        4. Then perform the actual reset
+        """
+        self._elapsed_steps += 1
+        self._action_step_counter += 1  # Increment action sequence counter
+
+        action = self._step_action(action=action)
+        self.sim.update(self.sim_cfg.physics_dt, self.cfg.sim_steps_per_control)
+        self._update_sim_state(**kwargs)
+
+        obs = self.get_obs(**kwargs)
+        info = self.get_info(**kwargs)
+        rewards = self.get_reward(obs=obs, action=action, info=info)
+
+        # Check termination conditions
+        terminateds = torch.logical_or(
+            info.get(
+                "success",
+                torch.zeros(self.num_envs, dtype=torch.bool, device=self.device),
+            ),
+            info.get(
+                "fail", torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
+            ),
+        )
+        truncateds = self.check_truncated(obs=obs, info=info)
+        if self.cfg.ignore_terminations:
+            terminateds[:] = False
+
+        # Detect which environments need reset
+        dones = torch.logical_or(terminateds, truncateds)
+        reset_env_ids = dones.nonzero(as_tuple=False).squeeze(-1)
+
+        # Call dataset manager with mode="save": it will record and auto-save if dones=True
+        if self.cfg.dataset:
+            if "save" in self.dataset_manager.available_modes:
+                self.dataset_manager.apply(
+                    mode="save",
+                    env_ids=None,
+                    obs=obs,
+                    action=action,
+                    dones=dones,
+                    terminateds=terminateds,
+                    info=info,
+                )
 
-            self.episode_obs_list.append(obs)
-            self.episode_action_list.append(action)
+        # Now perform reset for completed environments
+        if len(reset_env_ids) > 0:
+            obs, _ = self.reset(options={"reset_ids": reset_env_ids})
 
-        return obs, reward, done, truncated, info
+        return obs, rewards, terminateds, truncateds, info
 
     def _extend_obs(self, obs: EnvObs, **kwargs) -> EnvObs:
         if self.observation_manager:
@@ -450,6 +493,14 @@ def create_demo_action_list(self, *args, **kwargs) -> Sequence[EnvAction] | None
         This function should be implemented in subclasses to generate a sequence of actions
         that demonstrate a specific task or behavior within the environment.
 
+        Important:
+            Subclasses MUST set `self.action_length` to the length of the returned action list.
+            This is used by the environment to automatically detect episode truncation.
+            Example:
+                action_list = [...]  # Generate actions
+                self.action_length = len(action_list)
+                return action_list
+
         Returns:
             Sequence[EnvAction] | None: A list of actions if a demonstration is available, otherwise None.
         """
@@ -457,29 +508,40 @@ def create_demo_action_list(self, *args, **kwargs) -> Sequence[EnvAction] | None
             "The method 'create_demo_action_list' must be implemented in subclasses."
         )
 
-    def to_dataset(self, id: str, save_path: str = None) -> str | None:
-        """Convert the recorded episode data to a dataset format.
+    def is_task_success(self, **kwargs) -> torch.Tensor:
+        """
+        Determine if the task is successfully completed. This is mainly used in the data generation process
+        of the imitation learning.
 
         Args:
-            id (str): Unique identifier for the dataset.
-            save_path (str, optional): Path to save the dataset. If None, use config or default.
+            **kwargs: Additional arguments for task-specific success criteria.
 
         Returns:
-            str | None: The path to the saved dataset, or None if failed.
+            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
         """
-        raise NotImplementedError(
-            "The method 'to_dataset' will be implemented in the near future."
-        )
 
-    def is_task_success(self, **kwargs) -> torch.Tensor:
-        """Determine if the task is successfully completed. This is mainly used in the data generation process
-        of the imitation learning.
+        return torch.ones(self.num_envs, dtype=torch.bool, device=self.device)
+
+    def check_truncated(self, obs: EnvObs, info: Dict[str, Any]) -> torch.Tensor:
+        """Check if the episode is truncated.
 
         Args:
-            **kwargs: Additional arguments for task-specific success criteria.
+            obs: The observation from the environment.
+            info: The info dictionary.
 
         Returns:
-            torch.Tensor: A boolean tensor indicating success for each environment in the batch.
+            A boolean tensor indicating truncation for each environment in the batch.
         """
+        # Check if action sequence has reached its end
+        if self.action_length > 0 and self._action_step_counter >= self.action_length:
+            return torch.ones(self.num_envs, dtype=torch.bool, device=self.device)
 
-        return torch.ones(self.num_envs, dtype=torch.bool, device=self.device)
+        return super().check_truncated(obs, info)
+
+    def close(self) -> None:
+        """Close the environment and release resources."""
+        # Finalize dataset if present
+        if self.cfg.dataset:
+            self.dataset_manager.finalize()
+
+        self.sim.destroy()
diff --git a/embodichain/lab/gym/envs/managers/__init__.py b/embodichain/lab/gym/envs/managers/__init__.py
index 946165a8..e38f4f22 100644
--- a/embodichain/lab/gym/envs/managers/__init__.py
+++ b/embodichain/lab/gym/envs/managers/__init__.py
@@ -14,7 +14,15 @@
 # limitations under the License.
 # ----------------------------------------------------------------------------
 
-from .cfg import FunctorCfg, SceneEntityCfg, EventCfg, ObservationCfg
+from .cfg import (
+    FunctorCfg,
+    SceneEntityCfg,
+    EventCfg,
+    ObservationCfg,
+    DatasetFunctorCfg,
+)
 from .manager_base import Functor, ManagerBase
 from .event_manager import EventManager
 from .observation_manager import ObservationManager
+from .dataset_manager import DatasetManager
+from .datasets import *
diff --git a/embodichain/lab/gym/envs/managers/cfg.py b/embodichain/lab/gym/envs/managers/cfg.py
index 3f5c8da6..07888c9f 100644
--- a/embodichain/lab/gym/envs/managers/cfg.py
+++ b/embodichain/lab/gym/envs/managers/cfg.py
@@ -309,3 +309,15 @@ def _resolve_body_names(self, scene: SimulationManager):
                 if isinstance(self.body_ids, int):
                     self.body_ids = [self.body_ids]
                 self.body_names = [entity.body_names[i] for i in self.body_ids]
+
+
+@configclass
+class DatasetFunctorCfg(FunctorCfg):
+    """Configuration for dataset collection functors.
+
+    Dataset functors are called with mode="save" which handles both:
+    - Recording observation-action pairs on every step
+    - Auto-saving episodes when dones=True
+    """
+
+    mode: Literal["save"] = "save"
diff --git a/embodichain/lab/gym/envs/managers/dataset_manager.py b/embodichain/lab/gym/envs/managers/dataset_manager.py
new file mode 100644
index 00000000..0a8e9d49
--- /dev/null
+++ b/embodichain/lab/gym/envs/managers/dataset_manager.py
@@ -0,0 +1,321 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""Dataset manager for orchestrating dataset collection functors."""
+
+from __future__ import annotations
+
+import inspect
+from typing import TYPE_CHECKING, Any, Dict, Optional, Union
+from collections.abc import Sequence
+
+import torch
+from prettytable import PrettyTable
+
+from embodichain.utils import logger
+from embodichain.lab.sim.types import EnvObs, EnvAction
+from .manager_base import ManagerBase
+from .cfg import DatasetFunctorCfg
+
+if TYPE_CHECKING:
+    from embodichain.lab.gym.envs import EmbodiedEnv
+
+
+class DatasetManager(ManagerBase):
+    """Manager for orchestrating dataset collection and saving using functors.
+
+    The dataset manager supports multiple dataset formats through a functor system:
+    - LeRobot format (via LeRobotRecorder)
+    - HDF5 format (via HDF5Recorder)
+    - Zarr format (via ZarrRecorder)
+    - Custom formats (via user-defined functors)
+
+    Each functor's step() method is called once per environment step and handles:
+    - Recording observation-action pairs
+    - Detecting episode completion (dones=True)
+    - Auto-saving completed episodes
+
+    Example configuration:
+        >>> from embodichain.lab.gym.envs.managers.cfg import DatasetFunctorCfg
+        >>> from embodichain.lab.gym.envs.managers.datasets import LeRobotRecorder
+        >>>
+        >>> @configclass
+        >>> class MyEnvCfg:
+        >>>     dataset: dict = {
+        >>>         "lerobot": DatasetFunctorCfg(
+        >>>             func=LeRobotRecorder,
+        >>>             params={
+        >>>                 "robot_meta": {...},
+        >>>                 "instruction": {"lang": "pick and place"},
+        >>>                 "extra": {"scene_type": "kitchen"},
+        >>>                 "save_path": "/data/datasets",
+        >>>                 "export_success_only": True,
+        >>>             }
+        >>>         )
+        >>>     }
+    """
+
+    _env: EmbodiedEnv
+    """The environment instance."""
+
+    def __init__(self, cfg: object, env: EmbodiedEnv):
+        """Initialize the dataset manager.
+
+        Args:
+            cfg: Configuration object containing dataset functor configurations.
+            env: The environment instance.
+        """
+        # Store functors by mode (similar to EventManager)
+        self._mode_functor_names: dict[str, list[str]] = {}
+        self._mode_functor_cfgs: dict[str, list[DatasetFunctorCfg]] = {}
+        self._mode_class_functor_cfgs: dict[str, list[DatasetFunctorCfg]] = {}
+
+        # Call base class to parse functors
+        super().__init__(cfg, env)
+
+        ## TODO: fix configurable_action.py to avoid getting env.metadata['dataset']
+        # Extract robot_meta from first functor and add to env.metadata for backward compatibility
+        # This allows legacy code (like action_bank) to access robot_meta via env.metadata["dataset"]["robot_meta"]
+        for mode_cfgs in self._mode_functor_cfgs.values():
+            for functor_cfg in mode_cfgs:
+                if "robot_meta" in functor_cfg.params:
+                    if not hasattr(env, "metadata"):
+                        env.metadata = {}
+                    if "dataset" not in env.metadata:
+                        env.metadata["dataset"] = {}
+                    env.metadata["dataset"]["robot_meta"] = functor_cfg.params[
+                        "robot_meta"
+                    ]
+                    logger.log_info(
+                        "Added robot_meta to env.metadata for backward compatibility"
+                    )
+                    break
+            else:
+                continue
+            break
+
+        logger.log_info(
+            f"DatasetManager initialized with {sum(len(v) for v in self._mode_functor_names.values())} functors"
+        )
+
+    def __str__(self) -> str:
+        """Returns: A string representation for dataset manager."""
+        msg = f"<DatasetManager> contains {len(self._functor_names)} active functors.\n"
+
+        table = PrettyTable()
+        table.title = "Active Dataset Functors"
+        table.field_names = ["Index", "Name", "Type"]
+        table.align["Name"] = "l"
+
+        for index, name in enumerate(self._functor_names):
+            functor_cfg = self._functor_cfgs[index]
+            functor_type = (
+                functor_cfg.func.__class__.__name__
+                if hasattr(functor_cfg.func, "__class__")
+                else str(functor_cfg.func)
+            )
+            table.add_row([index, name, functor_type])
+
+        msg += table.get_string()
+        msg += "\n"
+
+        return msg
+
+    """
+    Properties.
+    """
+
+    @property
+    def active_functors(self) -> dict[str, list[str]]:
+        """Name of active dataset functors by mode.
+
+        The keys are the modes and the values are the names of the dataset functors.
+        """
+        return self._mode_functor_names
+
+    @property
+    def available_modes(self) -> list[str]:
+        """List of available modes for the dataset manager."""
+        return list(self._mode_functor_names.keys())
+
+    """
+    Operations.
+    """
+
+    def reset(
+        self, env_ids: Union[Sequence[int], torch.Tensor, None] = None
+    ) -> dict[str, float]:
+        """Reset all dataset functors.
+
+        Args:
+            env_ids: The environment ids. Defaults to None.
+
+        Returns:
+            Empty dict (no logging info).
+        """
+        # Call reset on all class functors across all modes
+        for mode_cfgs in self._mode_class_functor_cfgs.values():
+            for functor_cfg in mode_cfgs:
+                functor_cfg.func.reset(env_ids=env_ids)
+
+        return {}
+
+    def apply(
+        self,
+        mode: str,
+        env_ids: Union[Sequence[int], torch.Tensor, None] = None,
+        obs: Optional[EnvObs] = None,
+        action: Optional[EnvAction] = None,
+        dones: Optional[torch.Tensor] = None,
+        terminateds: Optional[torch.Tensor] = None,
+        info: Optional[Dict[str, Any]] = None,
+    ) -> None:
+        """Apply dataset functors for the specified mode.
+
+        This method follows the same pattern as EventManager.apply() for consistency.
+        Currently only supports mode="save" which handles both recording and auto-saving.
+
+        Args:
+            mode: The mode to apply (currently only "save" is supported).
+            env_ids: The indices of the environments to apply the functor to.
+                Defaults to None, in which case the functor is applied to all environments.
+            obs: Observation from the environment (batched for all envs).
+            action: Action applied to the environment (batched for all envs).
+            dones: Boolean tensor indicating which envs completed episodes.
+            terminateds: Boolean tensor indicating termination (success/fail).
+            info: Info dict containing success/fail information.
+        """
+        # check if mode is valid
+        if mode not in self._mode_functor_names:
+            logger.log_warning(
+                f"Dataset mode '{mode}' is not defined. Skipping dataset operation."
+            )
+            return
+
+        # iterate over all the dataset functors for this mode
+        for functor_cfg in self._mode_functor_cfgs[mode]:
+            functor_cfg.func(
+                self._env,
+                env_ids,
+                obs,
+                action,
+                dones,
+                terminateds,
+                info,
+                **functor_cfg.params,
+            )
+
+    def finalize(self) -> Optional[str]:
+        """Finalize all dataset functors.
+
+        Called when the environment is closed. Saves any remaining episodes
+        and finalizes all datasets.
+
+        Returns:
+            Path to the first saved dataset, or None if failed.
+        """
+        dataset_paths = []
+
+        # Call finalize on all class functors across all modes
+        for mode_cfgs in self._mode_class_functor_cfgs.values():
+            for functor_cfg in mode_cfgs:
+                if hasattr(functor_cfg.func, "finalize"):
+                    try:
+                        path = functor_cfg.func.finalize()
+                        if path:
+                            dataset_paths.append(path)
+                    except Exception as e:
+                        logger.log_error(f"Failed to finalize functor: {e}")
+
+        if dataset_paths:
+            logger.log_info(f"Finalized {len(dataset_paths)} datasets")
+            return dataset_paths[0]
+
+        return None
+
+    """
+    Operations - Functor settings.
+    """
+
+    def get_functor_cfg(self, functor_name: str) -> DatasetFunctorCfg:
+        """Gets the configuration for the specified functor.
+
+        Args:
+            functor_name: The name of the dataset functor.
+
+        Returns:
+            The configuration of the dataset functor.
+
+        Raises:
+            ValueError: If the functor name is not found.
+        """
+        for mode, functors in self._mode_functor_names.items():
+            if functor_name in functors:
+                return self._mode_functor_cfgs[mode][functors.index(functor_name)]
+        logger.log_error(f"Dataset functor '{functor_name}' not found.")
+
+    """
+    Helper functions.
+    """
+
+    def _prepare_functors(self):
+        """Prepare dataset functors from configuration.
+
+        This method parses the configuration and initializes all dataset functors,
+        organizing them by mode (similar to EventManager).
+        """
+        # Check if config is dict already
+        if isinstance(self.cfg, dict):
+            cfg_items = self.cfg.items()
+        else:
+            cfg_items = self.cfg.__dict__.items()
+
+        # Iterate over all the functors
+        for functor_name, functor_cfg in cfg_items:
+            # Check for non config
+            if functor_cfg is None:
+                continue
+
+            # Convert dict to DatasetFunctorCfg if needed (for JSON configs)
+            if isinstance(functor_cfg, dict):
+                functor_cfg = DatasetFunctorCfg(**functor_cfg)
+
+            # Check for valid config type
+            if not isinstance(functor_cfg, DatasetFunctorCfg):
+                raise TypeError(
+                    f"Configuration for '{functor_name}' is not of type DatasetFunctorCfg."
+                    f" Received: '{type(functor_cfg)}'."
+                )
+
+            # Resolve common parameters
+            # min_argc=7 to skip: env, env_ids, obs, action, dones, terminateds, info
+            # These are runtime positional arguments, not config parameters
+            self._resolve_common_functor_cfg(functor_name, functor_cfg, min_argc=7)
+
+            # Check if mode is a new mode
+            if functor_cfg.mode not in self._mode_functor_names:
+                # add new mode
+                self._mode_functor_names[functor_cfg.mode] = []
+                self._mode_functor_cfgs[functor_cfg.mode] = []
+                self._mode_class_functor_cfgs[functor_cfg.mode] = []
+
+            # Add functor name and parameters
+            self._mode_functor_names[functor_cfg.mode].append(functor_name)
+            self._mode_functor_cfgs[functor_cfg.mode].append(functor_cfg)
+
+            # Check if the functor is a class
+            if inspect.isclass(functor_cfg.func):
+                self._mode_class_functor_cfgs[functor_cfg.mode].append(functor_cfg)
diff --git a/embodichain/lab/gym/envs/managers/datasets.py b/embodichain/lab/gym/envs/managers/datasets.py
new file mode 100644
index 00000000..09c0c1e2
--- /dev/null
+++ b/embodichain/lab/gym/envs/managers/datasets.py
@@ -0,0 +1,432 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""Dataset functors for collecting and saving episode data."""
+
+from __future__ import annotations
+
+from pathlib import Path
+from typing import TYPE_CHECKING, Any, Dict, List, Optional, Union
+
+import numpy as np
+import torch
+
+from embodichain.utils import logger
+from embodichain.data.constants import EMBODICHAIN_DEFAULT_DATASET_ROOT
+from embodichain.lab.sim.types import EnvObs, EnvAction
+from embodichain.lab.gym.utils.misc import is_stereocam
+from embodichain.utils.utility import get_right_name
+from embodichain.data.enum import JointType
+from .manager_base import Functor
+from .cfg import DatasetFunctorCfg
+
+if TYPE_CHECKING:
+    from embodichain.lab.gym.envs import EmbodiedEnv
+
+try:
+    from lerobot.datasets.lerobot_dataset import LeRobotDataset, HF_LEROBOT_HOME
+
+    LEROBOT_AVAILABLE = True
+
+    __all__ = ["LeRobotRecorder"]
+except ImportError:
+    LEROBOT_AVAILABLE = False
+
+    __all__ = []
+
+
+class LeRobotRecorder(Functor):
+    """Functor for recording episodes in LeRobot format.
+
+    This functor handles:
+    - Recording observation-action pairs during episodes
+    - Converting data to LeRobot format
+    - Saving episodes when they complete
+    """
+
+    def __init__(self, cfg: DatasetFunctorCfg, env: EmbodiedEnv):
+        """Initialize the LeRobot dataset recorder.
+
+        Args:
+            cfg: Functor configuration containing params:
+                - save_path: Root directory for saving datasets
+                - robot_meta: Robot metadata for dataset
+                - instruction: Optional task instruction
+                - extra: Optional extra metadata
+                - use_videos: Whether to save videos
+                - image_writer_threads: Number of threads for image writing
+                - image_writer_processes: Number of processes for image writing
+                - export_success_only: Whether to export only successful episodes
+            env: The environment instance
+        """
+        super().__init__(cfg, env)
+
+        # Extract parameters from cfg.params
+        params = cfg.params
+
+        # Required parameters
+        self.lerobot_data_root = params.get(
+            "save_path", EMBODICHAIN_DEFAULT_DATASET_ROOT
+        )
+        self.robot_meta = params.get("robot_meta", {})
+
+        # Optional parameters
+        self.instruction = params.get("instruction", None)
+        self.extra = params.get("extra", {})
+        self.use_videos = params.get("use_videos", False)
+        self.export_success_only = params.get("export_success_only", False)
+
+        # Episode data buffers
+        self.episode_obs_list: List[Dict] = []
+        self.episode_action_list: List[Any] = []
+
+        # LeRobot dataset instance
+        self.dataset: Optional[LeRobotDataset] = None
+        self.dataset_full_path: Optional[Path] = None
+
+        # Tracking
+        self.total_time: float = 0.0
+        self.curr_episode: int = 0
+
+        # Initialize dataset
+        self._initialize_dataset()
+
+        logger.log_info(f"LeRobotRecorder initialized at: {self.dataset_path}")
+
+    @property
+    def dataset_path(self) -> str:
+        """Path to the dataset directory."""
+        return (
+            str(self.dataset_full_path) if self.dataset_full_path else "Not initialized"
+        )
+
+    def reset(self, env_ids: Optional[torch.Tensor] = None) -> None:
+        """Reset the recorder buffers.
+
+        Args:
+            env_ids: Environment IDs to reset (currently clears all data).
+        """
+        self._reset_buffer()
+
+    def __call__(
+        self,
+        env: EmbodiedEnv,
+        env_ids: Union[torch.Tensor, None],
+        obs: EnvObs,
+        action: EnvAction,
+        dones: torch.Tensor,
+        terminateds: torch.Tensor,
+        info: Dict[str, Any],
+        save_path: Optional[str] = None,
+        id: Optional[str] = None,
+        robot_meta: Optional[Dict] = None,
+        instruction: Optional[str] = None,
+        extra: Optional[Dict] = None,
+        use_videos: bool = False,
+        export_success_only: bool = False,
+    ) -> None:
+        """Main entry point for the recorder functor.
+
+        This method is called by DatasetManager.apply(mode="save") with runtime arguments
+        as positional parameters and configuration parameters from cfg.params.
+
+        Args:
+            env: The environment instance.
+            env_ids: Environment IDs (for consistency with EventManager pattern).
+            obs: Observation from the environment.
+            action: Action applied to the environment.
+            dones: Boolean tensor indicating which envs completed episodes.
+            terminateds: Termination flags (success/fail).
+            info: Info dict containing success/fail information.
+            save_path: Root directory (already set in __init__).
+            id: Dataset identifier (already set in __init__).
+            robot_meta: Robot metadata (already set in __init__).
+            instruction: Task instruction (already set in __init__).
+            extra: Extra metadata (already set in __init__).
+            use_videos: Whether to save videos (already set in __init__).
+            export_success_only: Whether to export only successful episodes (already set in __init__).
+        """
+        # Always record the step
+        self._record_step(obs, action)
+
+        # Check if any episodes are done and save them
+        done_env_ids = dones.nonzero(as_tuple=False).squeeze(-1)
+        if len(done_env_ids) > 0:
+            # Save completed episodes
+            self._save_episodes(done_env_ids, terminateds, info)
+
+    def _record_step(self, obs: EnvObs, action: EnvAction) -> None:
+        """Record a single step."""
+        self.episode_obs_list.append(obs)
+        self.episode_action_list.append(action)
+
+    def _save_episodes(
+        self,
+        env_ids: torch.Tensor,
+        terminateds: Optional[torch.Tensor] = None,
+        info: Optional[Dict[str, Any]] = None,
+    ) -> None:
+        """Save completed episodes."""
+        if len(self.episode_obs_list) == 0:
+            logger.log_warning("No episode data to save")
+            return
+
+        obs_list = self.episode_obs_list
+        action_list = self.episode_action_list
+
+        # Align obs and action
+        if len(obs_list) > len(action_list):
+            obs_list = obs_list[:-1]
+
+        task = self.instruction.get("lang", "unknown_task")
+
+        # Update metadata
+        extra_info = self.extra.copy() if self.extra else {}
+        fps = self.dataset.meta.info.get("fps", 30)
+        current_episode_time = (len(obs_list) * len(env_ids)) / fps if fps > 0 else 0
+
+        episode_extra_info = extra_info.copy()
+        self.total_time += current_episode_time
+        episode_extra_info["total_time"] = self.total_time
+        self._update_dataset_info({"extra": episode_extra_info})
+
+        # Process each environment
+        for env_id in env_ids.cpu().tolist():
+            is_success = False
+            if info is not None and "success" in info:
+                success_tensor = info["success"]
+                if isinstance(success_tensor, torch.Tensor):
+                    is_success = success_tensor[env_id].item()
+                else:
+                    is_success = success_tensor
+            elif terminateds is not None:
+                is_success = terminateds[env_id].item()
+
+            logger.log_info(f"Episode {env_id} success: {is_success}")
+            if self.export_success_only and not is_success:
+                logger.log_info(f"Skipping failed episode for env {env_id}")
+                continue
+
+            try:
+                for obs, action in zip(obs_list, action_list):
+                    frame = self._convert_frame_to_lerobot(obs, action, task, env_id)
+                    self.dataset.add_frame(frame)
+
+                self.dataset.save_episode()
+                logger.log_info(
+                    f"Auto-saved {'successful' if is_success else 'failed'} "
+                    f"episode {self.curr_episode} for env {env_id} with {len(obs_list)} frames"
+                )
+                self.curr_episode += 1
+            except Exception as e:
+                logger.log_error(f"Failed to save episode {env_id}: {e}")
+
+        self._reset_buffer()
+
+    def finalize(self) -> Optional[str]:
+        """Finalize the dataset."""
+        if len(self.episode_obs_list) > 0:
+            active_env_ids = torch.arange(self.num_envs, device=self.device)
+            self._save_episodes(active_env_ids)
+
+        try:
+            if self.dataset is not None:
+                self.dataset.finalize()
+                logger.log_info(f"Dataset finalized at: {self.dataset_path}")
+                return self.dataset_path
+        except Exception as e:
+            logger.log_error(f"Failed to finalize dataset: {e}")
+
+        return None
+
+    def _reset_buffer(self) -> None:
+        """Reset episode buffers."""
+        self.episode_obs_list.clear()
+        self.episode_action_list.clear()
+        logger.log_info("Reset buffers (cleared all batched data)")
+
+    def _initialize_dataset(self) -> None:
+        """Initialize the LeRobot dataset."""
+        robot_type = self.robot_meta.get("robot_type", "robot")
+        scene_type = self.extra.get("scene_type", "scene")
+        task_description = self.extra.get("task_description", "task")
+
+        robot_type = str(robot_type).lower().replace(" ", "_")
+        task_description = str(task_description).lower().replace(" ", "_")
+
+        # Use lerobot_data_root from __init__
+        lerobot_data_root = Path(self.lerobot_data_root)
+
+        # Generate dataset folder name with auto-incrementing suffix
+        base_name = f"{robot_type}_{scene_type}_{task_description}"
+
+        # Find the next available sequence number by checking existing folders
+        existing_dirs = list(lerobot_data_root.glob(f"{base_name}_*"))
+        if not existing_dirs:
+            dataset_id = 0
+        else:
+            # Extract sequence numbers from existing directories
+            max_id = -1
+            for dir_path in existing_dirs:
+                suffix = dir_path.name[len(base_name) + 1 :]  # +1 for underscore
+                if suffix.isdigit():
+                    max_id = max(max_id, int(suffix))
+            dataset_id = max_id + 1
+
+        # Format dataset name with zero-padding (3 digits: 000, 001, 002, ...)
+        dataset_name = f"{base_name}_{dataset_id:03d}"
+
+        # LeRobot's root parameter is the COMPLETE dataset path (not parent directory)
+        self.dataset_full_path = lerobot_data_root / dataset_name
+
+        fps = self.robot_meta.get("control_freq", 30)
+        features = self._build_features()
+
+        logger.log_info("------------------------------------------")
+        logger.log_info(f"Building dataset: {dataset_name}")
+        logger.log_info(f"Parent directory: {lerobot_data_root}")
+        logger.log_info(f"Full path: {self.dataset_full_path}")
+
+        self.dataset = LeRobotDataset.create(
+            repo_id=dataset_name,
+            fps=fps,
+            root=str(self.dataset_full_path),
+            robot_type=robot_type,
+            features=features,
+            use_videos=self.use_videos,
+        )
+        logger.log_info(f"Created LeRobot dataset at: {self.dataset_full_path}")
+
+    def _build_features(self) -> Dict:
+        """Build LeRobot features dict."""
+        features = {}
+        extra_vision_config = self.robot_meta.get("observation", {}).get("vision", {})
+
+        for camera_name in extra_vision_config.keys():
+            sensor = self._env.get_sensor(camera_name)
+            is_stereo = is_stereocam(sensor)
+            img_shape = (sensor.cfg.height, sensor.cfg.width, 3)
+
+            features[camera_name] = {
+                "dtype": "video" if self.use_videos else "image",
+                "shape": img_shape,
+                "names": ["height", "width", "channel"],
+            }
+
+            if is_stereo:
+                features[get_right_name(camera_name)] = {
+                    "dtype": "video" if self.use_videos else "image",
+                    "shape": img_shape,
+                    "names": ["height", "width", "channel"],
+                }
+
+        qpos = self._env.robot.get_qpos()
+        state_dim = qpos.shape[1]
+
+        if state_dim > 0:
+            features["observation.state"] = {
+                "dtype": "float32",
+                "shape": (state_dim,),
+                "names": ["state"],
+            }
+
+        action_dim = self.robot_meta.get("arm_dofs", 7)
+        features["action"] = {
+            "dtype": "float32",
+            "shape": (action_dim,),
+            "names": ["action"],
+        }
+
+        return features
+
+    def _convert_frame_to_lerobot(
+        self, obs: Dict[str, Any], action: Any, task: str, env_id: int
+    ) -> Dict:
+        """Convert a single frame to LeRobot format."""
+        frame = {"task": task}
+        extra_vision_config = self.robot_meta.get("observation", {}).get("vision", {})
+        arm_dofs = self.robot_meta.get("arm_dofs", 7)
+
+        # Add images
+        for camera_name in extra_vision_config.keys():
+            if camera_name in obs.get("sensor", {}):
+                sensor = self._env.get_sensor(camera_name)
+                is_stereo = is_stereocam(sensor)
+
+                color_data = obs["sensor"][camera_name]["color"]
+                if isinstance(color_data, torch.Tensor):
+                    color_img = color_data[env_id][:, :, :3].cpu().numpy()
+                else:
+                    color_img = np.array(color_data)[env_id][:, :, :3]
+
+                if color_img.dtype in [np.float32, np.float64]:
+                    color_img = (color_img * 255).astype(np.uint8)
+
+                frame[camera_name] = color_img
+
+                if is_stereo:
+                    color_right_data = obs["sensor"][camera_name]["color_right"]
+                    if isinstance(color_right_data, torch.Tensor):
+                        color_right_img = (
+                            color_right_data[env_id][:, :, :3].cpu().numpy()
+                        )
+                    else:
+                        color_right_img = np.array(color_right_data)[env_id][:, :, :3]
+
+                    if color_right_img.dtype in [np.float32, np.float64]:
+                        color_right_img = (color_right_img * 255).astype(np.uint8)
+
+                    frame[get_right_name(camera_name)] = color_right_img
+
+        # Add state
+        qpos = obs["robot"][JointType.QPOS.value]
+        if isinstance(qpos, torch.Tensor):
+            state_data = qpos[env_id].cpu().numpy().astype(np.float32)
+        else:
+            state_data = np.array(qpos)[env_id].astype(np.float32)
+
+        frame["observation.state"] = state_data
+
+        # Add action
+        if isinstance(action, torch.Tensor):
+            action_data = action[env_id, :arm_dofs].cpu().numpy()
+        elif isinstance(action, np.ndarray):
+            action_data = action[env_id, :arm_dofs]
+        elif isinstance(action, dict):
+            action_data = action.get("action", action.get("arm_action", action))
+            if isinstance(action_data, torch.Tensor):
+                action_data = action_data[env_id, :arm_dofs].cpu().numpy()
+            elif isinstance(action_data, np.ndarray):
+                action_data = action_data[env_id, :arm_dofs]
+        else:
+            action_data = np.array(action)[env_id, :arm_dofs]
+
+        frame["action"] = action_data
+
+        return frame
+
+    def _update_dataset_info(self, updates: dict) -> bool:
+        """Update dataset metadata."""
+        if self.dataset is None:
+            logger.log_error("LeRobotDataset not initialized.")
+            return False
+
+        try:
+            self.dataset.meta.info.update(updates)
+            return True
+        except Exception as e:
+            logger.log_error(f"Failed to update dataset info: {e}")
+            return False
diff --git a/embodichain/lab/gym/envs/managers/object/geometry.py b/embodichain/lab/gym/envs/managers/object/geometry.py
index db26b18f..1201dfb0 100644
--- a/embodichain/lab/gym/envs/managers/object/geometry.py
+++ b/embodichain/lab/gym/envs/managers/object/geometry.py
@@ -47,7 +47,7 @@ def get_pcd_svd_frame(pc: torch.Tensor) -> torch.Tensor:
     pc_centered = pc - pc_center
     u, s, vt = torch.linalg.svd(pc_centered)
     rotation = vt.T
-    pc_pose = torch.eye(4, dtype=torch.float32)
+    pc_pose = torch.eye(4, dtype=torch.float32, device=pc.device)
     pc_pose[:3, :3] = rotation
     pc_pose[:3, 3] = pc_center
     return pc_pose
@@ -90,7 +90,7 @@ def apply_svd_transfer_pcd(
     standard_verts = []
     for object_verts in verts:
         pc_svd_frame = get_pcd_svd_frame(object_verts)
-        inv_svd_frame = inv_transform(pc_svd_frame)
+        inv_svd_frame = torch.linalg.inv(pc_svd_frame)
         standard_object_verts = (
             object_verts @ inv_svd_frame[:3, :3].T + inv_svd_frame[:3, 3]
         )
@@ -175,7 +175,7 @@ def compute_object_length(
         )
     pcs = rigid_object.get_vertices(env_ids)
     body_scale = rigid_object.get_body_scale(env_ids)
-    scaled_pcs = pcs * body_scale
+    scaled_pcs = pcs * body_scale.unsqueeze(1)
 
     if is_svd_frame:
         scaled_pcs = apply_svd_transfer_pcd(scaled_pcs, sample_points)
diff --git a/embodichain/lab/gym/envs/tasks/special/simple_task.py b/embodichain/lab/gym/envs/tasks/special/simple_task.py
new file mode 100644
index 00000000..5c9c879d
--- /dev/null
+++ b/embodichain/lab/gym/envs/tasks/special/simple_task.py
@@ -0,0 +1,88 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+import torch
+
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+from embodichain.utils import logger
+
+__all__ = ["SimpleTaskEnv"]
+
+
+@register_env("SimpleTask-v1", max_episode_steps=600)
+class SimpleTaskEnv(EmbodiedEnv):
+    """A demo environment with sinusoidal trajectory
+
+    Args:
+        EmbodiedEnv (_type_): _description_
+    """
+
+    def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+    def create_demo_action_list(self, *args, **kwargs):
+        """
+        Create a demonstration action list for the current task.
+
+        This demo creates a simple sinusoidal trajectory for the robot joints.
+
+        Returns:
+            list: A list of demo actions generated by the task.
+        """
+        action_list = []
+        num_steps = 100
+
+        # Get initial pose
+        init_pose = self.robot.get_qpos()  # shape: (num_envs, num_joints)
+
+        # Create a sinusoidal trajectory
+        for i in range(num_steps):
+            # Calculate phase for sinusoidal motion
+            t = i / num_steps  # 0 to 1
+            phase = torch.full(
+                (init_pose.shape[0],), t * 2 * torch.pi, device=self.device
+            )  # repeat for num_envs
+
+            # Create sinusoidal offsets for each joint
+            # Joint 0: horizontal movement
+            # Joint 1: vertical movement
+            # Other joints: smaller oscillations
+            offset = torch.zeros_like(
+                init_pose, dtype=torch.float32, device=self.device
+            )
+            offset[:, 0] = torch.sin(phase) * 0.3  # ±0.3 rad
+            offset[:, 1] = torch.cos(phase) * 0.2  # ±0.2 rad
+            offset[:, 2] = torch.sin(phase * 2) * 0.1  # ±0.1 rad, double frequency
+
+            # Add small random variation to make it more natural
+            noise = (torch.rand_like(init_pose, device=self.device) - 0.5) * 0.02
+
+            # Compute action
+            action = init_pose + offset + noise
+
+            # Clamp to joint limits if available
+            if hasattr(self.robot.body_data, "qpos_limits"):
+                qpos_limits = self.robot.body_data.qpos_limits[0]  # (num_joints, 2)
+                action = torch.clamp(action, qpos_limits[:, 0], qpos_limits[:, 1])
+
+            action_list.append(action)
+
+        logger.log_info(
+            f"Generated {len(action_list)} demo actions with sinusoidal trajectory"
+        )
+        self.action_length = len(action_list)
+        return action_list
diff --git a/embodichain/lab/gym/envs/tasks/tableware/pour_water/pour_water.py b/embodichain/lab/gym/envs/tasks/tableware/pour_water/pour_water.py
index 433b76de..4d575b93 100644
--- a/embodichain/lab/gym/envs/tasks/tableware/pour_water/pour_water.py
+++ b/embodichain/lab/gym/envs/tasks/tableware/pour_water/pour_water.py
@@ -57,6 +57,7 @@ def create_demo_action_list(self, *args, **kwargs):
         logger.log_info(
             f"Demo action list created with {len(action_list)} steps.", color="green"
         )
+        self.action_length = len(action_list)
         return action_list
 
     def create_expert_demo_action_list(self, **kwargs):
diff --git a/embodichain/lab/gym/utils/gym_utils.py b/embodichain/lab/gym/utils/gym_utils.py
index 0f92abb7..ebe06d6e 100644
--- a/embodichain/lab/gym/utils/gym_utils.py
+++ b/embodichain/lab/gym/utils/gym_utils.py
@@ -364,6 +364,7 @@ def config_to_cfg(config: dict) -> "EmbodiedEnvCfg":
         SceneEntityCfg,
         EventCfg,
         ObservationCfg,
+        DatasetFunctorCfg,
     )
     from embodichain.utils import configclass
     from embodichain.data import get_data_path
@@ -453,7 +454,32 @@ class ComponentCfg:
     env_cfg.sim_steps_per_control = config["env"].get("sim_steps_per_control", 4)
 
     # load dataset config
-    env_cfg.dataset = config["env"].get("dataset", None)
+    env_cfg.dataset = ComponentCfg()
+    if "dataset" in config["env"]:
+        # Define modules to search for dataset functions
+        dataset_modules = [
+            "embodichain.lab.gym.envs.managers.datasets",
+        ]
+
+        for dataset_name, dataset_params in config["env"]["dataset"].items():
+            dataset_params_modified = deepcopy(dataset_params)
+
+            # Find the function from multiple modules using the utility function
+            dataset_func = find_function_from_modules(
+                dataset_params["func"],
+                dataset_modules,
+                raise_if_not_found=True,
+            )
+
+            from embodichain.lab.gym.envs.managers import DatasetFunctorCfg
+
+            dataset = DatasetFunctorCfg(
+                func=dataset_func,
+                mode=dataset_params_modified["mode"],
+                params=dataset_params_modified["params"],
+            )
+
+            setattr(env_cfg.dataset, dataset_name, dataset)
 
     # TODO: support more env events, eg, grasp pose generation, mesh preprocessing, etc.
 
diff --git a/embodichain/lab/gym/utils/misc.py b/embodichain/lab/gym/utils/misc.py
index b669e6cf..b75b70af 100644
--- a/embodichain/lab/gym/utils/misc.py
+++ b/embodichain/lab/gym/utils/misc.py
@@ -1367,3 +1367,18 @@ def is_eef_hand(robot, control_parts) -> bool:
         if "gripper" in data_key and is_eef_hand(robot, control_parts) is False:
             return "right_eef"
         return None
+
+
+def is_stereocam(sensor) -> bool:
+    """
+    Check if a sensor is a StereoCamera (binocular camera).
+
+    Args:
+        sensor: The sensor instance to check.
+
+    Returns:
+        bool: True if the sensor is a StereoCamera, False otherwise.
+    """
+    from embodichain.lab.sim.sensors import StereoCamera
+
+    return isinstance(sensor, StereoCamera)
diff --git a/embodichain/lab/gym/utils/registration.py b/embodichain/lab/gym/utils/registration.py
index b2fe5b62..9c52e103 100644
--- a/embodichain/lab/gym/utils/registration.py
+++ b/embodichain/lab/gym/utils/registration.py
@@ -18,6 +18,8 @@
 
 import json
 import sys
+import torch
+
 from copy import deepcopy
 from functools import partial
 from typing import TYPE_CHECKING, Dict, Type
@@ -107,6 +109,14 @@ def __init__(self, env: gym.Env, max_episode_steps: int):
     def base_env(self) -> BaseEnv:
         return self.env.unwrapped
 
+    @property
+    def device(self) -> torch.device:
+        return self.base_env.device
+
+    @property
+    def num_envs(self) -> int:
+        return self.base_env.num_envs
+
     def step(self, action):
         observation, reward, terminated, truncated, info = self.env.step(action)
         truncated = truncated | (self.base_env.elapsed_steps >= self._max_episode_steps)
diff --git a/embodichain/lab/scripts/run_env.py b/embodichain/lab/scripts/run_env.py
index 1ad5318f..2268be0f 100644
--- a/embodichain/lab/scripts/run_env.py
+++ b/embodichain/lab/scripts/run_env.py
@@ -34,7 +34,7 @@
 
 def generate_and_execute_action_list(env, idx, debug_mode):
 
-    action_list = env.create_demo_action_list(action_sentence=idx)
+    action_list = env.get_wrapper_attr("create_demo_action_list")(action_sentence=idx)
 
     if action_list is None or len(action_list) == 0:
         log_warning("Action is invalid. Skip to next generation.")
@@ -44,10 +44,9 @@ def generate_and_execute_action_list(env, idx, debug_mode):
         action_list, desc=f"Executing action list #{idx}", unit="step"
     ):
         # Step the environment with the current action
+        # The environment will automatically detect truncation based on action_length
         obs, reward, terminated, truncated, info = env.step(action)
 
-        # TODO: May be add some functions for debug_mode
-
     # TODO: We may assume in export demonstration rollout, there is no truncation from the env.
     # but truncation is useful to improve the generation efficiency.
 
@@ -83,24 +82,33 @@ def generate_function(
     """
 
     valid = True
+    _, _ = env.reset()
     while True:
-        _, _ = env.reset()
-
+        ret = []
         for trajectory_idx in range(num_traj):
             valid = generate_and_execute_action_list(env, trajectory_idx, debug_mode)
 
             if not valid:
+                _, _ = env.reset()
                 break
 
-            if not debug_mode and env.is_task_success().item():
-                pass
-
-                # TODO: Add data saving and online data streaming logic here.
-
+            # Check task success for all environments
+            if not debug_mode:
+                success = env.get_wrapper_attr("is_task_success")()
+                # For multiple environments, check if all succeeded
+                all_success = (
+                    success.all().item() if success.numel() > 1 else success.item()
+                )
+                if all_success:
+                    pass
+                    # TODO: Add data saving and online data streaming logic here.
+                else:
+                    log_warning(f"Task fail, Skip to next generation.")
+                    valid = False
+                    break
             else:
-                log_warning(f"Task fail, Skip to next generation.")
-                valid = False
-                break
+                # In debug mode, skip success check
+                pass
 
         if valid:
             break
@@ -188,8 +196,8 @@ def main(args, env, gym_config):
 
     args = parser.parse_args()
 
-    if args.num_envs != 1:
-        log_error(f"Currently only support num_envs=1, but got {args.num_envs}.")
+    # if args.num_envs != 1:
+    #     log_error(f"Currently only support num_envs=1, but got {args.num_envs}.")
 
     gym_config = load_json(args.gym_config)
     cfg: EmbodiedEnvCfg = config_to_cfg(gym_config)
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/__init__.py b/embodichain/lab/sim/utility/workspace_analyzer/__init__.py
index 57074086..a2b3e80a 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/__init__.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/__init__.py
@@ -53,9 +53,6 @@
 from embodichain.lab.sim.utility.workspace_analyzer import visualizers
 from embodichain.lab.sim.utility.workspace_analyzer import metrics
 from embodichain.lab.sim.utility.workspace_analyzer import constraints
-from embodichain.lab.sim.utility.workspace_analyzer.workspace_sampler import (
-    sample_circular_plane_reachability,
-)
 
 __all__ = [
     "WorkspaceAnalyzer",
@@ -67,5 +64,4 @@
     "visualizers",
     "metrics",
     "constraints",
-    "sample_circular_plane_reachability",
 ]
diff --git a/embodichain/lab/sim/utility/workspace_analyzer/constraints/__init__.py b/embodichain/lab/sim/utility/workspace_analyzer/constraints/__init__.py
index b6df4e52..9c02f032 100644
--- a/embodichain/lab/sim/utility/workspace_analyzer/constraints/__init__.py
+++ b/embodichain/lab/sim/utility/workspace_analyzer/constraints/__init__.py
@@ -16,11 +16,9 @@
 
 from .base_constraint import BaseConstraintChecker, IConstraintChecker
 from .workspace_constraint import WorkspaceConstraintChecker
-from .circular_constraint import CircularConstraintChecker
 
 __all__ = [
     "BaseConstraintChecker",
     "IConstraintChecker",
     "WorkspaceConstraintChecker",
-    "CircularConstraintChecker",
 ]
diff --git a/pyproject.toml b/pyproject.toml
index ad6d6d2e..f1381090 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -28,7 +28,7 @@ dynamic = ["version"]
 dependencies = [
   "dexsim_engine==0.3.8",
   "setuptools>=78.1.1",
-  "gymnasium==0.29.1",
+  "gymnasium>=0.29.1",
   "casadi==3.7.1",
   "pin==2.7.0",
   "toppra==0.6.3",
@@ -38,7 +38,7 @@ dependencies = [
   "pytorch_kinematics==0.7.6",
   "polars==1.31.0",
   "PyYAML>=6.0",
-  "accelerate==1.2.1",
+  "accelerate>=1.10.0",
   "wandb==0.20.1",
   "tensorboard",
   "transformers>=4.53.0",
@@ -51,6 +51,11 @@ dependencies = [
   "h5py",
 ]
 
+[project.optional-dependencies]
+lerobot = [
+  "lerobot==0.4.2"
+]
+
 [tool.setuptools.dynamic]
 version = { file = ["VERSION"] }
 
diff --git a/scripts/tutorials/gym/random_reach.py b/scripts/tutorials/gym/random_reach.py
index a6e4ed0a..d9912237 100644
--- a/scripts/tutorials/gym/random_reach.py
+++ b/scripts/tutorials/gym/random_reach.py
@@ -144,7 +144,7 @@ def _extend_obs(self, obs: EnvObs, **kwargs) -> EnvObs:
             action = env.action_space.sample()
             action = torch.as_tensor(action, dtype=torch.float32, device=env.device)
 
-            init_pose = env.robot_init_qpos
+            init_pose = env.unwrapped.robot_init_qpos
             init_pose = (
                 torch.as_tensor(init_pose, dtype=torch.float32, device=env.device)
                 .unsqueeze_(0)
diff --git a/scripts/tutorials/sim/create_sensor.py b/scripts/tutorials/sim/create_sensor.py
index 52db7b87..1ae8f5b6 100644
--- a/scripts/tutorials/sim/create_sensor.py
+++ b/scripts/tutorials/sim/create_sensor.py
@@ -247,7 +247,7 @@ def get_sensor_image(camera: Camera, headless=False, step_count=0):
     normals = data["normal"].cpu().numpy()[0]  # (H, W, 3)
 
     # Normalize for visualization
-    depth_vis = (depth - depth.min()) / (depth.ptp() + 1e-8)
+    depth_vis = (depth - depth.min()) / (np.ptp(depth) + 1e-8)
     depth_vis = (depth_vis * 255).astype("uint8")
     mask_vis = mask_to_color_map(mask, user_ids=np.unique(mask))
     normals_vis = ((normals + 1) / 2 * 255).astype("uint8")
diff --git a/tests/gym/envs/test_base_env.py b/tests/gym/envs/test_base_env.py
index e9d1f3ab..bed26a71 100644
--- a/tests/gym/envs/test_base_env.py
+++ b/tests/gym/envs/test_base_env.py
@@ -136,7 +136,7 @@ def test_env_rollout(self):
                     action, dtype=torch.float32, device=self.env.device
                 )
 
-                init_pose = self.env.robot_init_qpos
+                init_pose = self.env.get_wrapper_attr("robot_init_qpos")
                 init_pose = (
                     torch.as_tensor(
                         init_pose, dtype=torch.float32, device=self.env.device
diff --git a/tests/gym/envs/test_embodied_env.py b/tests/gym/envs/test_embodied_env.py
index 29ea0d85..574fd60c 100644
--- a/tests/gym/envs/test_embodied_env.py
+++ b/tests/gym/envs/test_embodied_env.py
@@ -135,20 +135,22 @@ def test_env_rollout(self):
             for i in range(2):
                 action = self.env.action_space.sample()
                 action = torch.as_tensor(
-                    action, dtype=torch.float32, device=self.env.device
+                    action,
+                    dtype=torch.float32,
+                    device=self.env.get_wrapper_attr("device"),
                 )
 
                 obs, reward, done, truncated, info = self.env.step(action)
 
         assert reward.shape == (
-            self.env.num_envs,
-        ), f"Expected reward shape ({self.env.num_envs},), got {reward.shape}"
+            self.env.get_wrapper_attr("num_envs"),
+        ), f"Expected reward shape ({self.env.get_wrapper_attr('num_envs')},), got {reward.shape}"
         assert done.shape == (
-            self.env.num_envs,
-        ), f"Expected done shape ({self.env.num_envs},), got {done.shape}"
+            self.env.get_wrapper_attr("num_envs"),
+        ), f"Expected done shape ({self.env.get_wrapper_attr('num_envs')},), got {done.shape}"
         assert truncated.shape == (
-            self.env.num_envs,
-        ), f"Expected truncated shape ({self.env.num_envs},), got {truncated.shape}"
+            self.env.get_wrapper_attr("num_envs"),
+        ), f"Expected truncated shape ({self.env.get_wrapper_attr('num_envs')},), got {truncated.shape}"
         assert obs.get("robot") is not None, "Expected 'robot' info in the info dict"
 
     def teardown_method(self):

From 4d7bcc3b1d9629087a8d21972143424979990ab9 Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Tue, 13 Jan 2026 15:37:45 +0800
Subject: [PATCH 76/92] Change dependencies version (#62)

---
 pyproject.toml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index f1381090..daecb0e4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -29,11 +29,11 @@ dependencies = [
   "dexsim_engine==0.3.8",
   "setuptools>=78.1.1",
   "gymnasium>=0.29.1",
-  "casadi==3.7.1",
-  "pin==2.7.0",
   "toppra==0.6.3",
+  "pin",
+  "pin-pink",
+  "casadi",
   "qpsolvers==4.8.1",
-  "pin-pink==3.4.0",
   "py_opw_kinematics==0.1.6",
   "pytorch_kinematics==0.7.6",
   "polars==1.31.0",

From 0c563c6aec41403677a6a88ebf02950554753e1f Mon Sep 17 00:00:00 2001
From: Jietao Chen <61959467+chase6305@users.noreply.github.com>
Date: Thu, 15 Jan 2026 15:16:43 +0800
Subject: [PATCH 77/92] Fix: Add CPU Version Limits Check for SRS Solver (#68)

Co-authored-by: Jietao Chen <chenjietao@dexforce.com>
---
 embodichain/lab/sim/solvers/srs_solver.py | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/embodichain/lab/sim/solvers/srs_solver.py b/embodichain/lab/sim/solvers/srs_solver.py
index 8558ea22..23231aa5 100644
--- a/embodichain/lab/sim/solvers/srs_solver.py
+++ b/embodichain/lab/sim/solvers/srs_solver.py
@@ -511,6 +511,14 @@ def _get_each_ik(
         joints_output[5] = (angle6 - dh_params[5, 3]) * rotation_directions[5]
         joints_output[6] = (angle7 - dh_params[6, 3]) * rotation_directions[6]
 
+        # Check if the calculated joint angles are within the limits
+        in_range = (joints_output >= self.qpos_limits_np[:, 0]) & (
+            joints_output <= self.qpos_limits_np[:, 1]
+        )
+
+        if not np.all(in_range):
+            return False, None
+
         return True, joints_output
 
     def get_ik(

From 25bdab77a00a0288b7be71e50623c81e54af72bf Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Thu, 15 Jan 2026 15:33:09 +0800
Subject: [PATCH 78/92] Fix dataset config parsing for plain config items

---
 .../lab/gym/envs/managers/dataset_manager.py  | 35 +++++++++++++++++--
 embodichain/lab/gym/utils/gym_utils.py        | 31 +++++++++-------
 2 files changed, 50 insertions(+), 16 deletions(-)

diff --git a/embodichain/lab/gym/envs/managers/dataset_manager.py b/embodichain/lab/gym/envs/managers/dataset_manager.py
index 0a8e9d49..7ea9adbb 100644
--- a/embodichain/lab/gym/envs/managers/dataset_manager.py
+++ b/embodichain/lab/gym/envs/managers/dataset_manager.py
@@ -87,8 +87,11 @@ def __init__(self, cfg: object, env: EmbodiedEnv):
         super().__init__(cfg, env)
 
         ## TODO: fix configurable_action.py to avoid getting env.metadata['dataset']
-        # Extract robot_meta from first functor and add to env.metadata for backward compatibility
+        # Extract robot_meta from functor params or plain config and add to env.metadata for backward compatibility
         # This allows legacy code (like action_bank) to access robot_meta via env.metadata["dataset"]["robot_meta"]
+        robot_meta_found = False
+
+        # First, try to extract from functor params
         for mode_cfgs in self._mode_functor_cfgs.values():
             for functor_cfg in mode_cfgs:
                 if "robot_meta" in functor_cfg.params:
@@ -102,10 +105,30 @@ def __init__(self, cfg: object, env: EmbodiedEnv):
                     logger.log_info(
                         "Added robot_meta to env.metadata for backward compatibility"
                     )
+                    robot_meta_found = True
                     break
+            if robot_meta_found:
+                break
+
+        # If not found in functor params, try to extract from plain config
+        if not robot_meta_found:
+            # Check if config is dict or object
+            if isinstance(self.cfg, dict):
+                cfg_items = self.cfg.items()
             else:
-                continue
-            break
+                cfg_items = self.cfg.__dict__.items()
+
+            for config_name, config_value in cfg_items:
+                if config_name == "robot_meta" and isinstance(config_value, dict):
+                    if not hasattr(env, "metadata"):
+                        env.metadata = {}
+                    if "dataset" not in env.metadata:
+                        env.metadata["dataset"] = {}
+                    env.metadata["dataset"]["robot_meta"] = config_value
+                    logger.log_info(
+                        "Added robot_meta to env.metadata for backward compatibility (from plain config)"
+                    )
+                    break
 
         logger.log_info(
             f"DatasetManager initialized with {sum(len(v) for v in self._mode_functor_names.values())} functors"
@@ -289,6 +312,12 @@ def _prepare_functors(self):
             if functor_cfg is None:
                 continue
 
+            # Skip non-functor configurations (e.g., robot_meta which is a plain dict)
+            # Functor configurations must have a "func" field
+            if isinstance(functor_cfg, dict) and "func" not in functor_cfg:
+                # This is a plain configuration (not a functor), skip it
+                continue
+
             # Convert dict to DatasetFunctorCfg if needed (for JSON configs)
             if isinstance(functor_cfg, dict):
                 functor_cfg = DatasetFunctorCfg(**functor_cfg)
diff --git a/embodichain/lab/gym/utils/gym_utils.py b/embodichain/lab/gym/utils/gym_utils.py
index 2606aa32..4102d1ca 100644
--- a/embodichain/lab/gym/utils/gym_utils.py
+++ b/embodichain/lab/gym/utils/gym_utils.py
@@ -464,22 +464,27 @@ class ComponentCfg:
         for dataset_name, dataset_params in config["env"]["dataset"].items():
             dataset_params_modified = deepcopy(dataset_params)
 
-            # Find the function from multiple modules using the utility function
-            dataset_func = find_function_from_modules(
-                dataset_params["func"],
-                dataset_modules,
-                raise_if_not_found=True,
-            )
+            # Check if this is a functor configuration (has "func" field) or a plain config
+            if "func" in dataset_params:
+                # Find the function from multiple modules using the utility function
+                dataset_func = find_function_from_modules(
+                    dataset_params["func"],
+                    dataset_modules,
+                    raise_if_not_found=True,
+                )
 
-            from embodichain.lab.gym.envs.managers import DatasetFunctorCfg
+                from embodichain.lab.gym.envs.managers import DatasetFunctorCfg
 
-            dataset = DatasetFunctorCfg(
-                func=dataset_func,
-                mode=dataset_params_modified["mode"],
-                params=dataset_params_modified["params"],
-            )
+                dataset = DatasetFunctorCfg(
+                    func=dataset_func,
+                    mode=dataset_params_modified["mode"],
+                    params=dataset_params_modified["params"],
+                )
 
-            setattr(env_cfg.dataset, dataset_name, dataset)
+                setattr(env_cfg.dataset, dataset_name, dataset)
+            else:
+                # Plain configuration (e.g., robot_meta), set directly
+                setattr(env_cfg.dataset, dataset_name, dataset_params_modified)
 
     # TODO: support more env events, eg, grasp pose generation, mesh preprocessing, etc.
 

From 54b1c84c48798874e0f15286e0342754c4393730 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Thu, 15 Jan 2026 15:33:09 +0800
Subject: [PATCH 79/92] Fix dataset config parsing for plain config items

---
 .../lab/gym/envs/managers/dataset_manager.py  | 35 +++++++++++++++++--
 embodichain/lab/gym/utils/gym_utils.py        | 31 +++++++++-------
 2 files changed, 50 insertions(+), 16 deletions(-)

diff --git a/embodichain/lab/gym/envs/managers/dataset_manager.py b/embodichain/lab/gym/envs/managers/dataset_manager.py
index 0a8e9d49..7ea9adbb 100644
--- a/embodichain/lab/gym/envs/managers/dataset_manager.py
+++ b/embodichain/lab/gym/envs/managers/dataset_manager.py
@@ -87,8 +87,11 @@ def __init__(self, cfg: object, env: EmbodiedEnv):
         super().__init__(cfg, env)
 
         ## TODO: fix configurable_action.py to avoid getting env.metadata['dataset']
-        # Extract robot_meta from first functor and add to env.metadata for backward compatibility
+        # Extract robot_meta from functor params or plain config and add to env.metadata for backward compatibility
         # This allows legacy code (like action_bank) to access robot_meta via env.metadata["dataset"]["robot_meta"]
+        robot_meta_found = False
+
+        # First, try to extract from functor params
         for mode_cfgs in self._mode_functor_cfgs.values():
             for functor_cfg in mode_cfgs:
                 if "robot_meta" in functor_cfg.params:
@@ -102,10 +105,30 @@ def __init__(self, cfg: object, env: EmbodiedEnv):
                     logger.log_info(
                         "Added robot_meta to env.metadata for backward compatibility"
                     )
+                    robot_meta_found = True
                     break
+            if robot_meta_found:
+                break
+
+        # If not found in functor params, try to extract from plain config
+        if not robot_meta_found:
+            # Check if config is dict or object
+            if isinstance(self.cfg, dict):
+                cfg_items = self.cfg.items()
             else:
-                continue
-            break
+                cfg_items = self.cfg.__dict__.items()
+
+            for config_name, config_value in cfg_items:
+                if config_name == "robot_meta" and isinstance(config_value, dict):
+                    if not hasattr(env, "metadata"):
+                        env.metadata = {}
+                    if "dataset" not in env.metadata:
+                        env.metadata["dataset"] = {}
+                    env.metadata["dataset"]["robot_meta"] = config_value
+                    logger.log_info(
+                        "Added robot_meta to env.metadata for backward compatibility (from plain config)"
+                    )
+                    break
 
         logger.log_info(
             f"DatasetManager initialized with {sum(len(v) for v in self._mode_functor_names.values())} functors"
@@ -289,6 +312,12 @@ def _prepare_functors(self):
             if functor_cfg is None:
                 continue
 
+            # Skip non-functor configurations (e.g., robot_meta which is a plain dict)
+            # Functor configurations must have a "func" field
+            if isinstance(functor_cfg, dict) and "func" not in functor_cfg:
+                # This is a plain configuration (not a functor), skip it
+                continue
+
             # Convert dict to DatasetFunctorCfg if needed (for JSON configs)
             if isinstance(functor_cfg, dict):
                 functor_cfg = DatasetFunctorCfg(**functor_cfg)
diff --git a/embodichain/lab/gym/utils/gym_utils.py b/embodichain/lab/gym/utils/gym_utils.py
index 2606aa32..4102d1ca 100644
--- a/embodichain/lab/gym/utils/gym_utils.py
+++ b/embodichain/lab/gym/utils/gym_utils.py
@@ -464,22 +464,27 @@ class ComponentCfg:
         for dataset_name, dataset_params in config["env"]["dataset"].items():
             dataset_params_modified = deepcopy(dataset_params)
 
-            # Find the function from multiple modules using the utility function
-            dataset_func = find_function_from_modules(
-                dataset_params["func"],
-                dataset_modules,
-                raise_if_not_found=True,
-            )
+            # Check if this is a functor configuration (has "func" field) or a plain config
+            if "func" in dataset_params:
+                # Find the function from multiple modules using the utility function
+                dataset_func = find_function_from_modules(
+                    dataset_params["func"],
+                    dataset_modules,
+                    raise_if_not_found=True,
+                )
 
-            from embodichain.lab.gym.envs.managers import DatasetFunctorCfg
+                from embodichain.lab.gym.envs.managers import DatasetFunctorCfg
 
-            dataset = DatasetFunctorCfg(
-                func=dataset_func,
-                mode=dataset_params_modified["mode"],
-                params=dataset_params_modified["params"],
-            )
+                dataset = DatasetFunctorCfg(
+                    func=dataset_func,
+                    mode=dataset_params_modified["mode"],
+                    params=dataset_params_modified["params"],
+                )
 
-            setattr(env_cfg.dataset, dataset_name, dataset)
+                setattr(env_cfg.dataset, dataset_name, dataset)
+            else:
+                # Plain configuration (e.g., robot_meta), set directly
+                setattr(env_cfg.dataset, dataset_name, dataset_params_modified)
 
     # TODO: support more env events, eg, grasp pose generation, mesh preprocessing, etc.
 

From 162067fbcbcdd0901b81dbb5b2c45c83190a2c5a Mon Sep 17 00:00:00 2001
From: Chen Jian <mtfl1996@outlook.com>
Date: Thu, 15 Jan 2026 17:02:08 +0800
Subject: [PATCH 80/92] Fix: srs solover cpu batch ik failed (#69)

Co-authored-by: chenjian <chenjian@dexforce.com>
---
 embodichain/lab/sim/solvers/srs_solver.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/embodichain/lab/sim/solvers/srs_solver.py b/embodichain/lab/sim/solvers/srs_solver.py
index 23231aa5..fe284959 100644
--- a/embodichain/lab/sim/solvers/srs_solver.py
+++ b/embodichain/lab/sim/solvers/srs_solver.py
@@ -576,7 +576,7 @@ def get_ik(
             return (
                 torch.zeros(num_targets, dtype=torch.bool, device=self.device),
                 torch.zeros(
-                    (num_targets, num_targets, 7),
+                    (num_targets, 7),
                     dtype=qpos_seed.dtype,
                     device=self.device,
                 ),

From 6df5f17ab02cb5435dae7ff57fe7bc279593cdaa Mon Sep 17 00:00:00 2001
From: Chen Yang <115123709+yangchen73@users.noreply.github.com>
Date: Fri, 16 Jan 2026 09:46:30 +0800
Subject: [PATCH 81/92] Add Embodied Environments documentation (#64)

---
 docs/source/overview/gym/env.md               | 222 ++++++++++++++++++
 docs/source/overview/gym/event_functors.md    |  85 +++++++
 docs/source/overview/gym/index.rst            |  26 +-
 .../overview/gym/observation_functors.md      |  90 +++++++
 4 files changed, 420 insertions(+), 3 deletions(-)
 create mode 100644 docs/source/overview/gym/env.md
 create mode 100644 docs/source/overview/gym/event_functors.md
 create mode 100644 docs/source/overview/gym/observation_functors.md

diff --git a/docs/source/overview/gym/env.md b/docs/source/overview/gym/env.md
new file mode 100644
index 00000000..e540a442
--- /dev/null
+++ b/docs/source/overview/gym/env.md
@@ -0,0 +1,222 @@
+# Embodied Environments
+
+```{currentmodule} embodichain.lab.gym
+```
+
+The {class}`envs.EmbodiedEnv` is the core environment class in EmbodiChain designed for complex Embodied AI tasks. It adopts a **configuration-driven** architecture, allowing users to define robots, sensors, objects, lighting, and automated behaviors (events) purely through configuration classes, minimizing the need for boilerplate code.
+
+## Core Architecture
+
+Unlike the standard {class}`envs.BaseEnv`, the {class}`envs.EmbodiedEnv` integrates several manager systems to handle the complexity of simulation:
+
+* **Scene Management**: Automatically loads and manages robots, sensors, and scene objects defined in the configuration.
+* **Event Manager**: Handles automated behaviors such as domain randomization, scene setup, and dynamic asset swapping.
+* **Observation Manager**: Allows flexible extension of observation spaces without modifying the environment code.
+* **Dataset Manager**: Built-in support for collecting demonstration data during simulation steps.
+
+## Configuration System
+
+The environment is defined by inheriting from {class}`envs.EmbodiedEnvCfg`. This configuration class serves as the single source of truth for the scene description.
+
+{class}`envs.EmbodiedEnvCfg` inherits from {class}`envs.EnvCfg` (the base environment configuration class, sometimes referred to as `BaseEnvCfg`), which provides fundamental environment parameters. The following sections describe both the base class parameters and the additional parameters specific to {class}`envs.EmbodiedEnvCfg`.
+
+### BaseEnvCfg Parameters
+
+Since {class}`envs.EmbodiedEnvCfg` inherits from {class}`envs.EnvCfg`, it includes the following base parameters:
+
+* **num_envs** (int): 
+  The number of sub environments (arenas) to be simulated in parallel. Defaults to ``1``.
+
+* **sim_cfg** ({class}`embodichain.lab.sim.cfg.SimulationManagerCfg`): 
+  Simulation configuration for the environment, including physics settings, device selection, and rendering options. Defaults to a basic configuration with headless mode enabled.
+
+* **seed** (int | None): 
+  The seed for the random number generator. Defaults to ``None``, in which case the seed is not set. The seed is set at the beginning of the environment initialization to ensure deterministic behavior across different runs.
+
+* **sim_steps_per_control** (int): 
+  Number of simulation steps per control (environment) step. This parameter determines the relationship between the simulation timestep and the control timestep. For instance, if the simulation dt is 0.01s and the control dt is 0.1s, then ``sim_steps_per_control`` should be 10. This means that the control action is updated every 10 simulation steps. Defaults to ``4``.
+
+* **ignore_terminations** (bool): 
+  Whether to ignore terminations when deciding when to auto reset. Terminations can be caused by the task reaching a success or fail state as defined in a task's evaluation function. If set to ``False``, episodes will stop early when termination conditions are met. If set to ``True``, episodes will only stop due to the timelimit, which is useful for modeling tasks as infinite horizon. Defaults to ``False``.
+
+### EmbodiedEnvCfg Parameters
+
+The {class}`envs.EmbodiedEnvCfg` class exposes the following additional parameters:
+
+* **robot** ({class}`embodichain.lab.sim.cfg.RobotCfg`): 
+  Defines the agent in the scene. Supports loading robots from URDF/MJCF with specified initial state and control mode. This is a required field.
+
+* **sensor** (List[{class}`embodichain.lab.sim.cfg.SensorCfg`]): 
+  A list of sensors attached to the scene or robot. Common sensors include {class}`~embodichain.lab.sim.sensors.StereoCamera` for RGB-D and segmentation data. Defaults to an empty list.
+
+* **light** ({class}`envs.EmbodiedEnvCfg.EnvLightCfg`): 
+  Configures the lighting environment. The {class}`EnvLightCfg` class contains:
+  
+  * ``direct``: List of direct light sources (Point, Spot, Directional) affecting local illumination. Defaults to an empty list.
+  * ``indirect``: Global illumination settings (Ambient, IBL) - *planned for future release*.
+
+* **rigid_object** (List[{class}`embodichain.lab.sim.cfg.RigidObjectCfg`]): 
+  List of dynamic or kinematic simple bodies. Defaults to an empty list.
+
+* **rigid_object_group** (List[{class}`embodichain.lab.sim.cfg.RigidObjectGroupCfg`]): 
+  Collections of rigid objects that can be managed together. Efficient for many similar objects. Defaults to an empty list.
+
+* **articulation** (List[{class}`embodichain.lab.sim.cfg.ArticulationCfg`]): 
+  List of complex mechanisms with joints (doors, drawers). Defaults to an empty list.
+
+* **background** (List[{class}`embodichain.lab.sim.cfg.RigidObjectCfg`]): 
+  Static or kinematic objects serving as obstacles or landmarks in the scene. Defaults to an empty list.
+
+* **events** (Union[object, None]): 
+  Event settings for domain randomization and automated behaviors. Defaults to None, in which case no events are applied through the event manager. Please refer to the {class}`embodichain.lab.gym.managers.EventManager` class for more details.
+
+* **observations** (Union[object, None]): 
+  Custom observation specifications. Defaults to None, in which case no additional observations are applied through the observation manager. Please refer to the {class}`embodichain.lab.gym.managers.ObservationManager` class for more details.
+
+* **dataset** (Union[object, None]): 
+  Dataset collection settings. Defaults to None, in which case no dataset collection is performed. Please refer to the {class}`embodichain.lab.gym.managers.DatasetManager` class for more details.
+
+* **extensions** (Union[Dict[str, Any], None]): 
+  Task-specific extension parameters that are automatically bound to the environment instance. This allows passing custom parameters (e.g., ``episode_length``, ``obs_mode``, ``action_scale``) without modifying the base configuration class. These parameters are accessible as instance attributes after environment initialization. For example, if ``extensions = {"episode_length": 500}``, you can access it via ``self.episode_length``. Defaults to None.
+
+* **filter_visual_rand** (bool): 
+  Whether to filter out visual randomization functors. Useful for debugging motion and physics issues when visual randomization interferes with the debugging process. Defaults to ``False``.
+
+### Example Configuration
+
+```python
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.utils import configclass
+
+@configclass
+class MyTaskEnvCfg(EmbodiedEnvCfg):
+    # 1. Define Scene Components
+    robot = ...          # Robot configuration
+    sensor = [...]       # List of sensors (e.g., Cameras)
+    light = ...          # Lighting configuration
+
+    # 2. Define Objects
+    rigid_object = [...]       # Dynamic objects (e.g., tools, debris)
+    rigid_object_group = [...] # Object groups (efficient for many similar objects)
+    articulation = [...]       # Articulated objects (e.g., cabinets)
+
+    # 3. Define Managers
+    events = ...         # Event settings (Randomization, etc.)
+    observations = ...   # Custom observation spec
+    dataset = ...        # Data collection settings
+
+    # 4. Task Extensions
+    extensions = {       # Task-specific parameters
+        "episode_length": 500,
+        "obs_mode": "state",
+    }
+```
+
+## Manager Systems
+
+The manager systems in {class}`envs.EmbodiedEnv` provide modular, configuration-driven functionality for handling complex simulation behaviors. Each manager uses a **functor-based** architecture, allowing you to compose behaviors through configuration without modifying environment code. Functors are reusable functions or classes (inheriting from {class}`envs.managers.Functor`) that operate on the environment state, configured through {class}`envs.managers.cfg.FunctorCfg`.
+
+### Event Manager
+
+The Event Manager automates changes in the environment through event functors. Events can be triggered at different stages:
+
+* **startup**: Executed once when the environment initializes. Useful for setting up initial scene properties that don't change during episodes.
+* **reset**: Executed every time ``env.reset()`` is called. Applied to specific environments that need resetting (via ``env_ids`` parameter). This is the most common mode for domain randomization.
+* **interval**: Executed periodically every N steps (specified by ``interval_step``, defaults to 10). Can be configured per-environment (``is_global=False``) or globally synchronized (``is_global=True``).
+
+Event functors are configured using {class}`envs.managers.cfg.EventCfg`. For a complete list of available event functors, please refer to {doc}`event_functors`.
+
+### Observation Manager
+
+While {class}`envs.EmbodiedEnv` provides default observations organized into two groups:
+
+* **robot**: Contains ``qpos`` (joint positions), ``qvel`` (joint velocities), and ``qf`` (joint forces).
+* **sensor**: Contains raw sensor outputs (images, depth, segmentation masks, etc.).
+
+The Observation Manager allows you to extend the observation space with task-specific information. Observations are configured using {class}`envs.managers.cfg.ObservationCfg` with two operation modes:
+
+* **modify**: Update existing observations in-place. The observation must already exist in the observation dictionary. Useful for normalization, transformation, or filtering existing data. Example: Normalize joint positions to [0, 1] range based on joint limits.
+* **add**: Compute and add new observations to the observation space. The observation name can use hierarchical keys separated by ``/`` (e.g., ``"object/fork/pose"``).
+
+For a complete list of available observation functors, please refer to {doc}`observation_functors`.
+
+### Dataset Manager
+
+For Imitation Learning (IL) tasks, the Dataset Manager automates data collection through dataset functors. It currently supports:
+
+* **LeRobot Format** (via {class}`envs.managers.datasets.LeRobotRecorder`):
+  Standard format for LeRobot training pipelines. Includes support for task instructions, robot metadata, success flags, and optional video recording.
+
+```{note}
+Additional dataset formats (HDF5, Zarr) are planned for future releases.
+```
+
+The manager operates in a single mode ``"save"`` which handles both recording and auto-saving:
+
+* **Recording**: On each environment step, observation-action pairs are buffered in memory.
+* **Auto-saving**: When ``dones=True`` (episode completion), completed episodes are automatically saved to disk with proper formatting.
+
+**Configuration options include:**
+ * ``save_path``: Root directory for saving datasets.
+ * ``robot_meta``: Robot metadata dictionary (required for LeRobot format).
+ * ``instruction``: Task instruction dictionary.
+ * ``use_videos``: Whether to save video recordings of episodes.
+ * ``export_success_only``: Filter to save only successful episodes (based on ``info["success"]``).
+
+The dataset manager is called automatically during ``env.step()``, ensuring all observation-action pairs are recorded without additional user code.
+
+## Creating a Custom Task
+
+To create a new task, inherit from {class}`envs.EmbodiedEnv` and implement the task-specific logic.
+
+```python
+from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
+from embodichain.lab.gym.utils.registration import register_env
+
+@register_env("MyTask-v0", max_episode_steps=500)
+class MyTaskEnv(EmbodiedEnv):
+    def __init__(self, cfg: MyTaskEnvCfg, **kwargs):
+        super().__init__(cfg, **kwargs)
+
+    def create_demo_action_list(self, *args, **kwargs):
+        # Optional: Implement for expert demonstration data generation (for Imitation Learning)
+        # This method is used to generate scripted demonstrations for IL data collection.
+        # Must set self.action_length = len(action_list) if returning actions
+        pass
+
+    def is_task_success(self, **kwargs):
+        # Optional: Define success criteria (mainly for IL data collection)
+        # Returns: torch.Tensor of shape (num_envs,) with boolean values
+        return success_tensor
+
+    def get_reward(self, obs, action, info):
+        # Optional: Override for RL tasks
+        # Returns: torch.Tensor of shape (num_envs,)
+        return super().get_reward(obs, action, info)
+
+    def get_info(self, **kwargs):
+        # Optional: Override to add custom info fields
+        # Should include "success" and "fail" keys for termination
+        info = super().get_info(**kwargs)
+        info["custom_metric"] = ...
+        return info
+```
+
+```{note}
+The ``create_demo_action_list`` method is specifically designed for expert demonstration data generation in Imitation Learning scenarios. For Reinforcement Learning tasks, you should override the ``get_reward`` method instead.
+```
+
+For a complete example of a modular environment setup, please refer to the {ref}`tutorial_modular_env` tutorial.
+
+## See Also
+
+- {ref}`tutorial_create_basic_env` - Creating basic environments
+- {ref}`tutorial_modular_env` - Advanced modular environment setup
+- {doc}`/api_reference/embodichain/embodichain.lab.gym.envs` - Complete API reference for EmbodiedEnv and EmbodiedEnvCfg
+
+```{toctree}
+:maxdepth: 1
+
+event_functors.md
+observation_functors.md
+```
diff --git a/docs/source/overview/gym/event_functors.md b/docs/source/overview/gym/event_functors.md
new file mode 100644
index 00000000..e1f5a63d
--- /dev/null
+++ b/docs/source/overview/gym/event_functors.md
@@ -0,0 +1,85 @@
+# Event Functors
+
+```{currentmodule} embodichain.lab.gym.envs.managers
+```
+
+This page lists all available event functors that can be used with the Event Manager. Event functors are configured using {class}`envs.managers.cfg.EventCfg` and can be triggered at different stages: ``startup``, ``reset``, or ``interval``.
+
+## Physics Randomization
+
+```{list-table} Physics Randomization Functors
+:header-rows: 1
+:widths: 30 70
+
+* - Functor Name
+  - Description
+* - ``randomize_rigid_object_mass``
+  - Randomize object masses within a specified range. Supports both absolute and relative mass randomization.
+```
+
+## Visual Randomization
+
+```{list-table} Visual Randomization Functors
+:header-rows: 1
+:widths: 30 70
+
+* - Functor Name
+  - Description
+* - ``randomize_visual_material``
+  - Randomize textures, base colors, and material properties (metallic, roughness, IOR). Implemented as a Functor class. Supports both RigidObject and Articulation assets.
+* - ``randomize_light``
+  - Vary light position, color, and intensity within specified ranges.
+* - ``randomize_camera_extrinsics``
+  - Randomize camera poses for viewpoint diversity. Supports both attach mode (pos/euler perturbation) and look_at mode (eye/target/up perturbation).
+* - ``randomize_camera_intrinsics``
+  - Vary focal length (fx, fy) and principal point (cx, cy) within specified ranges.
+```
+
+## Spatial Randomization
+
+```{list-table} Spatial Randomization Functors
+:header-rows: 1
+:widths: 30 70
+
+* - Functor Name
+  - Description
+* - ``randomize_rigid_object_pose``
+  - Randomize object positions and orientations. Supports both relative and absolute pose randomization.
+* - ``randomize_robot_eef_pose``
+  - Vary end-effector initial poses by solving inverse kinematics. The randomization is performed relative to the current end-effector pose.
+* - ``randomize_robot_qpos``
+  - Randomize robot joint configurations. Supports both relative and absolute joint position randomization, and can target specific joints.
+```
+
+## Asset Management
+
+```{list-table} Asset Management Functors
+:header-rows: 1
+:widths: 30 70
+
+* - Functor Name
+  - Description
+* - ``replace_assets_from_group``
+  - Swap object models from a folder on reset for visual diversity. Currently supports RigidObject assets with mesh-based shapes.
+* - ``prepare_extra_attr``
+  - Set up additional object attributes dynamically. Supports both static values and callable functions. Useful for setting up affordance data and other custom attributes.
+```
+
+## Usage Example
+
+```python
+from embodichain.lab.gym.envs.managers.cfg import EventCfg, SceneEntityCfg
+
+# Example: Randomize object mass on reset
+events = {
+    "randomize_mass": EventCfg(
+        func="randomize_rigid_object_mass",
+        mode="reset",
+        params={
+            "entity_cfg": SceneEntityCfg(uid="cube"),
+            "mass_range": (0.1, 2.0),
+            "relative": False,
+        },
+    ),
+}
+```
diff --git a/docs/source/overview/gym/index.rst b/docs/source/overview/gym/index.rst
index b0fe003d..e72a20fb 100644
--- a/docs/source/overview/gym/index.rst
+++ b/docs/source/overview/gym/index.rst
@@ -1,6 +1,26 @@
-Embodied Environments       
-==================
+Gym
+===================
 
-*To be completed by adding a detailed description of the Embodied Environments.*
+.. currentmodule:: embodichain.lab.gym
 
+The ``gym`` module provides a comprehensive framework for creating robot learning environments. It extends the Gymnasium interface to support multi-environment parallel execution, custom observations, and robotic-specific functionality.
 
+Environment Classes
+-------------------
+
+Base Environments
+~~~~~~~~~~~~~~~~~
+
+- :class:`envs.BaseEnv` - Foundational environment class that provides core functionality for all EmbodiChain RL environments
+- :class:`envs.EnvCfg` - Configuration class for basic environment settings
+
+Embodied Environments
+~~~~~~~~~~~~~~~~~~~~~
+
+- :class:`envs.EmbodiedEnv` - Advanced environment class for complex Embodied AI tasks with configuration-driven architecture
+- :class:`envs.EmbodiedEnvCfg` - Configuration class for Embodied Environments
+
+.. toctree::
+   :maxdepth: 1
+
+   env.md
\ No newline at end of file
diff --git a/docs/source/overview/gym/observation_functors.md b/docs/source/overview/gym/observation_functors.md
new file mode 100644
index 00000000..a3d6c265
--- /dev/null
+++ b/docs/source/overview/gym/observation_functors.md
@@ -0,0 +1,90 @@
+# Observation Functors
+
+```{currentmodule} embodichain.lab.gym.envs.managers
+```
+
+This page lists all available observation functors that can be used with the Observation Manager. Observation functors are configured using {class}`envs.managers.cfg.ObservationCfg` and can operate in two modes: ``modify`` (update existing observations) or ``add`` (add new observations).
+
+## Pose Computations
+
+```{list-table} Pose Computation Functors
+:header-rows: 1
+:widths: 30 70
+
+* - Functor Name
+  - Description
+* - ``get_rigid_object_pose``
+  - Get world poses of rigid objects. Returns 4x4 transformation matrices of shape (num_envs, 4, 4). If the object doesn't exist, returns a zero tensor.
+* - ``get_sensor_pose_in_robot_frame``
+  - Transform sensor poses to robot coordinate frame. Returns pose as [x, y, z, qw, qx, qy, qz] of shape (num_envs, 7).
+```
+
+## Sensor Information
+
+```{list-table} Sensor Information Functors
+:header-rows: 1
+:widths: 30 70
+
+* - Functor Name
+  - Description
+* - ``get_sensor_intrinsics``
+  - Get the intrinsic matrix of a camera sensor. Returns 3x3 intrinsic matrices of shape (num_envs, 3, 3). For stereo cameras, supports selecting left or right camera intrinsics.
+* - ``compute_semantic_mask``
+  - Compute semantic masks from camera segmentation masks. Returns masks of shape (num_envs, height, width, 3) with channels for robot, background, and foreground objects.
+```
+
+## Keypoint Projections
+
+```{list-table} Keypoint Projection Functors
+:header-rows: 1
+:widths: 30 70
+
+* - Functor Name
+  - Description
+* - ``compute_exteroception``
+  - Project 3D keypoints (affordance poses, robot parts) onto camera image planes. Supports multiple sources: affordance poses from objects (e.g., grasp poses, place poses) and robot control part poses (e.g., end-effector positions). Returns normalized 2D coordinates. Implemented as a Functor class.
+```
+
+## Normalization
+
+```{list-table} Normalization Functors
+:header-rows: 1
+:widths: 30 70
+
+* - Functor Name
+  - Description
+* - ``normalize_robot_joint_data``
+  - Normalize joint positions or velocities to [0, 1] range based on joint limits. Supports both ``qpos_limits`` and ``qvel_limits``. Operates in ``modify`` mode.
+```
+
+```{note}
+To get robot end-effector poses, you can use the robot's ``compute_fk()`` method directly in your observation functors or task code.
+```
+
+## Usage Example
+
+```python
+from embodichain.lab.gym.envs.managers.cfg import ObservationCfg, SceneEntityCfg
+
+# Example: Add object pose to observations
+observations = {
+    "object_pose": ObservationCfg(
+        func="get_rigid_object_pose",
+        mode="add",
+        name="object/cube/pose",
+        params={
+            "entity_cfg": SceneEntityCfg(uid="cube"),
+        },
+    ),
+    # Example: Normalize joint positions
+    "normalized_qpos": ObservationCfg(
+        func="normalize_robot_joint_data",
+        mode="modify",
+        name="robot/qpos",
+        params={
+            "joint_ids": list(range(7)),  # First 7 joints
+            "limit": "qpos_limits",
+        },
+    ),
+}
+```

From b1a8961572396b5a6cbf9db9dea0270528a97733 Mon Sep 17 00:00:00 2001
From: Haonan Yuan <haonan.yuan86@gmail.com>
Date: Fri, 16 Jan 2026 09:52:34 +0800
Subject: [PATCH 82/92] fix refactor problems (#63)

Co-authored-by: yuanhaonan <yuanhaonan@dexforce.top>
---
 .../lab/gym/envs/managers/dataset_manager.py  | 46 ++++++++++++++++---
 embodichain/lab/gym/envs/managers/datasets.py | 15 ++----
 .../lab/gym/envs/tasks/tableware/scoop_ice.py |  1 -
 embodichain/lab/gym/utils/gym_utils.py        |  5 +-
 embodichain/lab/sim/common.py                 |  3 +-
 5 files changed, 48 insertions(+), 22 deletions(-)

diff --git a/embodichain/lab/gym/envs/managers/dataset_manager.py b/embodichain/lab/gym/envs/managers/dataset_manager.py
index 0a8e9d49..a0ca1688 100644
--- a/embodichain/lab/gym/envs/managers/dataset_manager.py
+++ b/embodichain/lab/gym/envs/managers/dataset_manager.py
@@ -246,9 +246,45 @@ def finalize(self) -> Optional[str]:
 
         return None
 
-    """
-    Operations - Functor settings.
-    """
+    def get_cached_data(self) -> list[Dict[str, Any]]:
+        """Get cached data from all dataset functors (for online training).
+
+        Iterates through all functors and collects cached data from those
+        that support online training mode (have get_cached_data method).
+
+        Returns:
+            List of cached data dictionaries from all functors.
+        """
+        all_cached_data = []
+
+        # Iterate through all modes and functors
+        for mode_cfgs in self._mode_functor_cfgs.values():
+            for functor_cfg in mode_cfgs:
+                if hasattr(functor_cfg.func, "get_cached_data"):
+                    cached_data = functor_cfg.func.get_cached_data()
+                    all_cached_data.extend(cached_data)
+
+        return all_cached_data
+
+    def clear_cache(self) -> int:
+        """Clear cached data from all dataset functors (for online training).
+
+        Iterates through all functors and clears their cache if they
+        support online training mode (have clear_cache method).
+
+        Returns:
+            Total number of cached items cleared across all functors.
+        """
+        total_cleared = 0
+
+        # Iterate through all modes and functors
+        for mode_cfgs in self._mode_functor_cfgs.values():
+            for functor_cfg in mode_cfgs:
+                if hasattr(functor_cfg.func, "clear_cache"):
+                    cleared = functor_cfg.func.clear_cache()
+                    total_cleared += cleared
+
+        return total_cleared
 
     def get_functor_cfg(self, functor_name: str) -> DatasetFunctorCfg:
         """Gets the configuration for the specified functor.
@@ -267,10 +303,6 @@ def get_functor_cfg(self, functor_name: str) -> DatasetFunctorCfg:
                 return self._mode_functor_cfgs[mode][functors.index(functor_name)]
         logger.log_error(f"Dataset functor '{functor_name}' not found.")
 
-    """
-    Helper functions.
-    """
-
     def _prepare_functors(self):
         """Prepare dataset functors from configuration.
 
diff --git a/embodichain/lab/gym/envs/managers/datasets.py b/embodichain/lab/gym/envs/managers/datasets.py
index 09c0c1e2..625ce8e7 100644
--- a/embodichain/lab/gym/envs/managers/datasets.py
+++ b/embodichain/lab/gym/envs/managers/datasets.py
@@ -40,11 +40,9 @@
     from lerobot.datasets.lerobot_dataset import LeRobotDataset, HF_LEROBOT_HOME
 
     LEROBOT_AVAILABLE = True
-
     __all__ = ["LeRobotRecorder"]
 except ImportError:
     LEROBOT_AVAILABLE = False
-
     __all__ = []
 
 
@@ -72,6 +70,11 @@ def __init__(self, cfg: DatasetFunctorCfg, env: EmbodiedEnv):
                 - export_success_only: Whether to export only successful episodes
             env: The environment instance
         """
+        if not LEROBOT_AVAILABLE:
+            logger.log_error(
+                "LeRobot is not installed. Please install it with: pip install lerobot"
+            )
+
         super().__init__(cfg, env)
 
         # Extract parameters from cfg.params
@@ -104,8 +107,6 @@ def __init__(self, cfg: DatasetFunctorCfg, env: EmbodiedEnv):
         # Initialize dataset
         self._initialize_dataset()
 
-        logger.log_info(f"LeRobotRecorder initialized at: {self.dataset_path}")
-
     @property
     def dataset_path(self) -> str:
         """Path to the dataset directory."""
@@ -215,7 +216,6 @@ def _save_episodes(
             elif terminateds is not None:
                 is_success = terminateds[env_id].item()
 
-            logger.log_info(f"Episode {env_id} success: {is_success}")
             if self.export_success_only and not is_success:
                 logger.log_info(f"Skipping failed episode for env {env_id}")
                 continue
@@ -295,11 +295,6 @@ def _initialize_dataset(self) -> None:
         fps = self.robot_meta.get("control_freq", 30)
         features = self._build_features()
 
-        logger.log_info("------------------------------------------")
-        logger.log_info(f"Building dataset: {dataset_name}")
-        logger.log_info(f"Parent directory: {lerobot_data_root}")
-        logger.log_info(f"Full path: {self.dataset_full_path}")
-
         self.dataset = LeRobotDataset.create(
             repo_id=dataset_name,
             fps=fps,
diff --git a/embodichain/lab/gym/envs/tasks/tableware/scoop_ice.py b/embodichain/lab/gym/envs/tasks/tableware/scoop_ice.py
index 6a3c4c50..8eb37ed4 100644
--- a/embodichain/lab/gym/envs/tasks/tableware/scoop_ice.py
+++ b/embodichain/lab/gym/envs/tasks/tableware/scoop_ice.py
@@ -99,7 +99,6 @@ def add_xpos_offset(self, arm_qpos: np.ndarray, offset: np.ndarray, is_left: boo
         return arm_qpos_offset_batch[0].to("cpu").numpy()
 
     def pack_qpos(self):
-        self.num_envs = self.sim.num_envs
         left_arm_qpos = self.trajectory["left_arm"]  # [waypoint_num, dof]
         logger.log_info("Adding x and z offset to left arm trajectory...")
         left_arm_qpos = self.add_xpos_offset(
diff --git a/embodichain/lab/gym/utils/gym_utils.py b/embodichain/lab/gym/utils/gym_utils.py
index ebe06d6e..6ebb6d6a 100644
--- a/embodichain/lab/gym/utils/gym_utils.py
+++ b/embodichain/lab/gym/utils/gym_utils.py
@@ -453,7 +453,8 @@ class ComponentCfg:
 
     env_cfg.sim_steps_per_control = config["env"].get("sim_steps_per_control", 4)
 
-    # load dataset config
+    # TODO: support more env events, eg, grasp pose generation, mesh preprocessing, etc.
+
     env_cfg.dataset = ComponentCfg()
     if "dataset" in config["env"]:
         # Define modules to search for dataset functions
@@ -481,8 +482,6 @@ class ComponentCfg:
 
             setattr(env_cfg.dataset, dataset_name, dataset)
 
-    # TODO: support more env events, eg, grasp pose generation, mesh preprocessing, etc.
-
     env_cfg.events = ComponentCfg()
     if "events" in config["env"]:
         # Define modules to search for event functions
diff --git a/embodichain/lab/sim/common.py b/embodichain/lab/sim/common.py
index 4e5b9b33..8c11ab37 100644
--- a/embodichain/lab/sim/common.py
+++ b/embodichain/lab/sim/common.py
@@ -24,6 +24,7 @@
 
 from embodichain.lab.sim.cfg import ObjectBaseCfg
 from embodichain.utils import logger
+from copy import deepcopy
 
 T = TypeVar("T")
 
@@ -57,7 +58,7 @@ def __init__(
         if entities is None or len(entities) == 0:
             logger.log_error("Invalid entities list: must not be empty.")
 
-        self.cfg = cfg.copy()
+        self.cfg = deepcopy(cfg)
         self.uid = self.cfg.uid
         if self.uid is None:
             logger.log_error("UID must be set in the configuration.")

From 9456c0e9e2b9a281aa78cb3002e3a07f359391cb Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Fri, 16 Jan 2026 13:28:36 +0800
Subject: [PATCH 83/92] Add basic simulation docs   (#61)

Co-authored-by: guilong li <liguilong46@gmail.com>
---
 docs/source/overview/gym/env.md               |  52 +++----
 docs/source/overview/gym/event_functors.md    |   2 +-
 .../overview/gym/observation_functors.md      |   7 +-
 docs/source/overview/sim/index.rst            |   9 +-
 docs/source/overview/sim/sim_articulation.md  | 114 +++++++++++++++
 docs/source/overview/sim/sim_assets.md        | 130 ++++++++++++++++++
 docs/source/overview/sim/sim_manager.md       | 126 +++++++++++++++++
 docs/source/overview/sim/sim_robot.md         | 108 +++++++++++++++
 docs/source/overview/sim/sim_sensor.md        | 124 +++++++++++++++++
 docs/source/overview/sim/sim_soft_object.md   | 113 +++++++++++++++
 docs/source/resources/roadmap.md              |   6 +-
 embodichain/lab/sim/material.py               |  36 ++++-
 embodichain/lab/sim/sim_manager.py            |   2 +-
 examples/sim/demo/scoop_ice.py                |   4 +-
 14 files changed, 786 insertions(+), 47 deletions(-)
 create mode 100644 docs/source/overview/sim/sim_articulation.md
 create mode 100644 docs/source/overview/sim/sim_assets.md
 create mode 100644 docs/source/overview/sim/sim_manager.md
 create mode 100644 docs/source/overview/sim/sim_robot.md
 create mode 100644 docs/source/overview/sim/sim_sensor.md
 create mode 100644 docs/source/overview/sim/sim_soft_object.md

diff --git a/docs/source/overview/gym/env.md b/docs/source/overview/gym/env.md
index e540a442..a15d26f9 100644
--- a/docs/source/overview/gym/env.md
+++ b/docs/source/overview/gym/env.md
@@ -3,11 +3,11 @@
 ```{currentmodule} embodichain.lab.gym
 ```
 
-The {class}`envs.EmbodiedEnv` is the core environment class in EmbodiChain designed for complex Embodied AI tasks. It adopts a **configuration-driven** architecture, allowing users to define robots, sensors, objects, lighting, and automated behaviors (events) purely through configuration classes, minimizing the need for boilerplate code.
+The {class}`~envs.EmbodiedEnv` is the core environment class in EmbodiChain designed for complex Embodied AI tasks. It adopts a **configuration-driven** architecture, allowing users to define robots, sensors, objects, lighting, and automated behaviors (events) purely through configuration classes, minimizing the need for boilerplate code.
 
 ## Core Architecture
 
-Unlike the standard {class}`envs.BaseEnv`, the {class}`envs.EmbodiedEnv` integrates several manager systems to handle the complexity of simulation:
+Unlike the standard {class}`~envs.BaseEnv`, the {class}`~envs.EmbodiedEnv` integrates several manager systems to handle the complexity of simulation:
 
 * **Scene Management**: Automatically loads and manages robots, sensors, and scene objects defined in the configuration.
 * **Event Manager**: Handles automated behaviors such as domain randomization, scene setup, and dynamic asset swapping.
@@ -16,18 +16,18 @@ Unlike the standard {class}`envs.BaseEnv`, the {class}`envs.EmbodiedEnv` integra
 
 ## Configuration System
 
-The environment is defined by inheriting from {class}`envs.EmbodiedEnvCfg`. This configuration class serves as the single source of truth for the scene description.
+The environment is defined by inheriting from {class}`~envs.EmbodiedEnvCfg`. This configuration class serves as the single source of truth for the scene description.
 
-{class}`envs.EmbodiedEnvCfg` inherits from {class}`envs.EnvCfg` (the base environment configuration class, sometimes referred to as `BaseEnvCfg`), which provides fundamental environment parameters. The following sections describe both the base class parameters and the additional parameters specific to {class}`envs.EmbodiedEnvCfg`.
+{class}`~envs.EmbodiedEnvCfg` inherits from {class}`~envs.EnvCfg` (the base environment configuration class, sometimes referred to as `BaseEnvCfg`), which provides fundamental environment parameters. The following sections describe both the base class parameters and the additional parameters specific to {class}`~envs.EmbodiedEnvCfg`.
 
 ### BaseEnvCfg Parameters
 
-Since {class}`envs.EmbodiedEnvCfg` inherits from {class}`envs.EnvCfg`, it includes the following base parameters:
+Since {class}`~envs.EmbodiedEnvCfg` inherits from {class}`~envs.EnvCfg`, it includes the following base parameters:
 
 * **num_envs** (int): 
   The number of sub environments (arenas) to be simulated in parallel. Defaults to ``1``.
 
-* **sim_cfg** ({class}`embodichain.lab.sim.cfg.SimulationManagerCfg`): 
+* **sim_cfg** ({class}`~embodichain.lab.sim.SimulationManagerCfg`): 
   Simulation configuration for the environment, including physics settings, device selection, and rendering options. Defaults to a basic configuration with headless mode enabled.
 
 * **seed** (int | None): 
@@ -41,40 +41,40 @@ Since {class}`envs.EmbodiedEnvCfg` inherits from {class}`envs.EnvCfg`, it includ
 
 ### EmbodiedEnvCfg Parameters
 
-The {class}`envs.EmbodiedEnvCfg` class exposes the following additional parameters:
+The {class}`~envs.EmbodiedEnvCfg` class exposes the following additional parameters:
 
-* **robot** ({class}`embodichain.lab.sim.cfg.RobotCfg`): 
+* **robot** ({class}`~embodichain.lab.sim.cfg.RobotCfg`): 
   Defines the agent in the scene. Supports loading robots from URDF/MJCF with specified initial state and control mode. This is a required field.
 
-* **sensor** (List[{class}`embodichain.lab.sim.cfg.SensorCfg`]): 
+* **sensor** (List[{class}`~embodichain.lab.sim.sensor.SensorCfg`]): 
   A list of sensors attached to the scene or robot. Common sensors include {class}`~embodichain.lab.sim.sensors.StereoCamera` for RGB-D and segmentation data. Defaults to an empty list.
 
-* **light** ({class}`envs.EmbodiedEnvCfg.EnvLightCfg`): 
+* **light** ({class}`~envs.EmbodiedEnvCfg.EnvLightCfg`): 
   Configures the lighting environment. The {class}`EnvLightCfg` class contains:
   
   * ``direct``: List of direct light sources (Point, Spot, Directional) affecting local illumination. Defaults to an empty list.
   * ``indirect``: Global illumination settings (Ambient, IBL) - *planned for future release*.
 
-* **rigid_object** (List[{class}`embodichain.lab.sim.cfg.RigidObjectCfg`]): 
+* **rigid_object** (List[{class}`~embodichain.lab.sim.cfg.RigidObjectCfg`]): 
   List of dynamic or kinematic simple bodies. Defaults to an empty list.
 
-* **rigid_object_group** (List[{class}`embodichain.lab.sim.cfg.RigidObjectGroupCfg`]): 
+* **rigid_object_group** (List[{class}`~embodichain.lab.sim.cfg.RigidObjectGroupCfg`]): 
   Collections of rigid objects that can be managed together. Efficient for many similar objects. Defaults to an empty list.
 
-* **articulation** (List[{class}`embodichain.lab.sim.cfg.ArticulationCfg`]): 
+* **articulation** (List[{class}`~embodichain.lab.sim.cfg.ArticulationCfg`]): 
   List of complex mechanisms with joints (doors, drawers). Defaults to an empty list.
 
-* **background** (List[{class}`embodichain.lab.sim.cfg.RigidObjectCfg`]): 
+* **background** (List[{class}`~embodichain.lab.sim.cfg.RigidObjectCfg`]): 
   Static or kinematic objects serving as obstacles or landmarks in the scene. Defaults to an empty list.
 
 * **events** (Union[object, None]): 
-  Event settings for domain randomization and automated behaviors. Defaults to None, in which case no events are applied through the event manager. Please refer to the {class}`embodichain.lab.gym.managers.EventManager` class for more details.
+  Event settings for domain randomization and automated behaviors. Defaults to None, in which case no events are applied through the event manager. Please refer to the {class}`~envs.managers.EventManager` class for more details.
 
 * **observations** (Union[object, None]): 
-  Custom observation specifications. Defaults to None, in which case no additional observations are applied through the observation manager. Please refer to the {class}`embodichain.lab.gym.managers.ObservationManager` class for more details.
+  Custom observation specifications. Defaults to None, in which case no additional observations are applied through the observation manager. Please refer to the {class}`~envs.managers.ObservationManager` class for more details.
 
 * **dataset** (Union[object, None]): 
-  Dataset collection settings. Defaults to None, in which case no dataset collection is performed. Please refer to the {class}`embodichain.lab.gym.managers.DatasetManager` class for more details.
+  Dataset collection settings. Defaults to None, in which case no dataset collection is performed. Please refer to the {class}`~envs.managers.DatasetManager` class for more details.
 
 * **extensions** (Union[Dict[str, Any], None]): 
   Task-specific extension parameters that are automatically bound to the environment instance. This allows passing custom parameters (e.g., ``episode_length``, ``obs_mode``, ``action_scale``) without modifying the base configuration class. These parameters are accessible as instance attributes after environment initialization. For example, if ``extensions = {"episode_length": 500}``, you can access it via ``self.episode_length``. Defaults to None.
@@ -114,26 +114,26 @@ class MyTaskEnvCfg(EmbodiedEnvCfg):
 
 ## Manager Systems
 
-The manager systems in {class}`envs.EmbodiedEnv` provide modular, configuration-driven functionality for handling complex simulation behaviors. Each manager uses a **functor-based** architecture, allowing you to compose behaviors through configuration without modifying environment code. Functors are reusable functions or classes (inheriting from {class}`envs.managers.Functor`) that operate on the environment state, configured through {class}`envs.managers.cfg.FunctorCfg`.
+The manager systems in {class}`~envs.EmbodiedEnv` provide modular, configuration-driven functionality for handling complex simulation behaviors. Each manager uses a **functor-based** architecture, allowing you to compose behaviors through configuration without modifying environment code. Functors are reusable functions or classes (inheriting from {class}`~envs.managers.Functor`) that operate on the environment state, configured through {class}`~envs.managers.cfg.FunctorCfg`.
 
 ### Event Manager
 
 The Event Manager automates changes in the environment through event functors. Events can be triggered at different stages:
 
 * **startup**: Executed once when the environment initializes. Useful for setting up initial scene properties that don't change during episodes.
-* **reset**: Executed every time ``env.reset()`` is called. Applied to specific environments that need resetting (via ``env_ids`` parameter). This is the most common mode for domain randomization.
+* **reset**: Executed every time {meth}`~envs.Env.reset()` is called. Applied to specific environments that need resetting (via ``env_ids`` parameter). This is the most common mode for domain randomization.
 * **interval**: Executed periodically every N steps (specified by ``interval_step``, defaults to 10). Can be configured per-environment (``is_global=False``) or globally synchronized (``is_global=True``).
 
-Event functors are configured using {class}`envs.managers.cfg.EventCfg`. For a complete list of available event functors, please refer to {doc}`event_functors`.
+Event functors are configured using {class}`~envs.managers.cfg.EventCfg`. For a complete list of available event functors, please refer to {doc}`event_functors`.
 
 ### Observation Manager
 
-While {class}`envs.EmbodiedEnv` provides default observations organized into two groups:
+While {class}`~envs.EmbodiedEnv` provides default observations organized into two groups:
 
 * **robot**: Contains ``qpos`` (joint positions), ``qvel`` (joint velocities), and ``qf`` (joint forces).
 * **sensor**: Contains raw sensor outputs (images, depth, segmentation masks, etc.).
 
-The Observation Manager allows you to extend the observation space with task-specific information. Observations are configured using {class}`envs.managers.cfg.ObservationCfg` with two operation modes:
+The Observation Manager allows you to extend the observation space with task-specific information. Observations are configured using {class}`~envs.managers.cfg.ObservationCfg` with two operation modes:
 
 * **modify**: Update existing observations in-place. The observation must already exist in the observation dictionary. Useful for normalization, transformation, or filtering existing data. Example: Normalize joint positions to [0, 1] range based on joint limits.
 * **add**: Compute and add new observations to the observation space. The observation name can use hierarchical keys separated by ``/`` (e.g., ``"object/fork/pose"``).
@@ -144,7 +144,7 @@ For a complete list of available observation functors, please refer to {doc}`obs
 
 For Imitation Learning (IL) tasks, the Dataset Manager automates data collection through dataset functors. It currently supports:
 
-* **LeRobot Format** (via {class}`envs.managers.datasets.LeRobotRecorder`):
+* **LeRobot Format** (via {class}`~envs.managers.datasets.LeRobotRecorder`):
   Standard format for LeRobot training pipelines. Includes support for task instructions, robot metadata, success flags, and optional video recording.
 
 ```{note}
@@ -163,11 +163,11 @@ The manager operates in a single mode ``"save"`` which handles both recording an
  * ``use_videos``: Whether to save video recordings of episodes.
  * ``export_success_only``: Filter to save only successful episodes (based on ``info["success"]``).
 
-The dataset manager is called automatically during ``env.step()``, ensuring all observation-action pairs are recorded without additional user code.
+The dataset manager is called automatically during {meth}`~envs.Env.step()`, ensuring all observation-action pairs are recorded without additional user code.
 
 ## Creating a Custom Task
 
-To create a new task, inherit from {class}`envs.EmbodiedEnv` and implement the task-specific logic.
+To create a new task, inherit from {class}`~envs.EmbodiedEnv` and implement the task-specific logic.
 
 ```python
 from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
@@ -203,7 +203,7 @@ class MyTaskEnv(EmbodiedEnv):
 ```
 
 ```{note}
-The ``create_demo_action_list`` method is specifically designed for expert demonstration data generation in Imitation Learning scenarios. For Reinforcement Learning tasks, you should override the ``get_reward`` method instead.
+The {meth}`~envs.EmbodiedEnv.create_demo_action_list` method is specifically designed for expert demonstration data generation in Imitation Learning scenarios. For Reinforcement Learning tasks, you should override the {meth}`~envs.EmbodiedEnv.get_reward` method instead.
 ```
 
 For a complete example of a modular environment setup, please refer to the {ref}`tutorial_modular_env` tutorial.
diff --git a/docs/source/overview/gym/event_functors.md b/docs/source/overview/gym/event_functors.md
index e1f5a63d..efd8eb3d 100644
--- a/docs/source/overview/gym/event_functors.md
+++ b/docs/source/overview/gym/event_functors.md
@@ -3,7 +3,7 @@
 ```{currentmodule} embodichain.lab.gym.envs.managers
 ```
 
-This page lists all available event functors that can be used with the Event Manager. Event functors are configured using {class}`envs.managers.cfg.EventCfg` and can be triggered at different stages: ``startup``, ``reset``, or ``interval``.
+This page lists all available event functors that can be used with the Event Manager. Event functors are configured using {class}`~envs.managers.cfg.EventCfg` and can be triggered at different stages: ``startup``, ``reset``, or ``interval``.
 
 ## Physics Randomization
 
diff --git a/docs/source/overview/gym/observation_functors.md b/docs/source/overview/gym/observation_functors.md
index a3d6c265..f55252f8 100644
--- a/docs/source/overview/gym/observation_functors.md
+++ b/docs/source/overview/gym/observation_functors.md
@@ -3,7 +3,7 @@
 ```{currentmodule} embodichain.lab.gym.envs.managers
 ```
 
-This page lists all available observation functors that can be used with the Observation Manager. Observation functors are configured using {class}`envs.managers.cfg.ObservationCfg` and can operate in two modes: ``modify`` (update existing observations) or ``add`` (add new observations).
+This page lists all available observation functors that can be used with the Observation Manager. Observation functors are configured using {class}`~cfg.ObservationCfg` and can operate in two modes: ``modify`` (update existing observations) or ``add`` (add new observations).
 
 ## Pose Computations
 
@@ -57,8 +57,11 @@ This page lists all available observation functors that can be used with the Obs
   - Normalize joint positions or velocities to [0, 1] range based on joint limits. Supports both ``qpos_limits`` and ``qvel_limits``. Operates in ``modify`` mode.
 ```
 
+```{currentmodule} embodichain.lab.sim.objects
+```
+
 ```{note}
-To get robot end-effector poses, you can use the robot's ``compute_fk()`` method directly in your observation functors or task code.
+To get robot end-effector poses, you can use the robot's {meth}`~Robot.compute_fk()` method directly in your observation functors or task code.
 ```
 
 ## Usage Example
diff --git a/docs/source/overview/sim/index.rst b/docs/source/overview/sim/index.rst
index fd6e56fd..56f98ef2 100644
--- a/docs/source/overview/sim/index.rst
+++ b/docs/source/overview/sim/index.rst
@@ -8,16 +8,17 @@ Overview of the Simulation Framework:
 - Components
   
   - Simulation Manager
-  - Simulation Object
-  - Material
+  - Simulation Assets
   - Virtual Sensor
   - Kinematics Solver
   - Motion Generation
 
-
 .. toctree::
    :maxdepth: 1
    :glob:
-
+   
+   sim_manager.md
+   sim_assets.md
+   sim_sensor.md
    solvers/index
    planners/index
diff --git a/docs/source/overview/sim/sim_articulation.md b/docs/source/overview/sim/sim_articulation.md
new file mode 100644
index 00000000..1cde346f
--- /dev/null
+++ b/docs/source/overview/sim/sim_articulation.md
@@ -0,0 +1,114 @@
+# Articulation
+
+```{currentmodule} embodichain.lab.sim
+```
+
+The {class}`~objects.Articulation` class represents the fundamental physics entity for articulated objects (e.g., robots, grippers, cabinets, doors) in EmbodiChain.
+
+## Configuration
+
+Articulations are configured using the {class}`~cfg.ArticulationCfg` dataclass.
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `fpath` | `str` | `None` | Path to the asset file (URDF/MJCF). |
+| `init_pos` | `tuple` | `(0,0,0)` | Initial root position `(x, y, z)`. |
+| `init_rot` | `tuple` | `(0,0,0)` | Initial root rotation `(r, p, y)` in degrees. |
+| `fix_base` | `bool` | `True` | Whether to fix the base of the articulation. |
+| `drive_props` | `JointDrivePropertiesCfg` | `...` | Default drive properties. |
+
+### Drive Configuration
+
+The `drive_props` parameter controls the joint physics behavior. It is defined using the `JointDrivePropertiesCfg` class.
+
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `stiffness` | `float` / `Dict` | `1.0e4` | Stiffness (P-gain) of the joint drive. Unit: $N/m$ or $Nm/rad$. |
+| `damping` | `float` / `Dict` | `1.0e3` | Damping (D-gain) of the joint drive. Unit: $Ns/m$ or $Nms/rad$. |
+| `max_effort` | `float` / `Dict` | `1.0e10` | Maximum effort (force/torque) the joint can exert. |
+| `max_velocity` | `float` / `Dict` | `1.0e10` | Maximum velocity allowed for the joint ($m/s$ or $rad/s$). |
+| `friction` | `float` / `Dict` | `0.0` | Joint friction coefficient. |
+| `drive_type` | `str` | `"force"` | Drive mode: `"force"` or `"acceleration"`. |
+
+### Setup & Initialization
+
+```python
+import torch
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import Articulation, ArticulationCfg
+
+# 1. Initialize Simulation
+device = "cuda" if torch.cuda.is_available() else "cpu"
+sim_cfg = SimulationManagerCfg(sim_device=device)
+sim = SimulationManager(sim_config=sim_cfg)
+
+# 2. Configure Articulation
+art_cfg = ArticulationCfg(
+    fpath="assets/robots/franka/franka.urdf",
+    init_pos=(0, 0, 0.5),
+    fix_base=True
+)
+
+# 3. Spawn Articulation
+# Note: The method is 'add_articulation'
+articulation: Articulation = sim.add_articulation(cfg=art_cfg)
+
+# 4. Initialize Physics
+sim.reset_objects_state()
+```
+## Articulation Class
+State Data (Observation)
+State data is accessed via getter methods that return batched tensors.
+
+| Property | Shape | Description |
+| :--- | :--- | :--- |
+| `get_local_pose` | `(N, 7)` | Root link pose `[x, y, z, qw, qx, qy, qz]`. |
+| `get_qpos` | `(N, dof)` | Joint positions. |
+| `get_qvel` | `(N, dof)` | Joint velocities. |
+
+
+
+```python
+# Example: Accessing state
+# Note: Use methods (with brackets) instead of properties
+print(f"Current Joint Positions: {articulation.get_qpos()}")
+print(f"Root Pose: {articulation.get_local_pose()}")
+```
+### Control & Dynamics
+You can control the articulation by setting joint targets.
+
+### Joint Control
+```python
+# Set joint position targets (PD Control)
+# Get current qpos to create a target tensor of correct shape
+current_qpos = articulation.get_qpos()
+target_qpos = torch.zeros_like(current_qpos)
+
+# Set target position
+# target=True: Sets the drive target. The physics engine applies forces to reach this position.
+# target=False: Instantly resets/teleports joints to this position (ignoring physics).
+articulation.set_qpos(target_qpos, target=True)
+
+# Important: Step simulation to apply control
+sim.update()
+```
+### Drive Configuration
+Dynamically adjust drive properties.
+
+```python
+# Set stiffness for all joints
+articulation.set_drive(
+    stiffness=torch.tensor([100.0], device=device), 
+    damping=torch.tensor([10.0], device=device)
+)
+```
+### Kinematics
+Supports differentiable Forward Kinematics (FK) and Jacobian computation.
+```python
+# Compute Forward Kinematics
+# Note: Ensure 'build_pk_chain=True' in cfg
+if getattr(art_cfg, 'build_pk_chain', False):
+    ee_pose = articulation.compute_fk(
+        qpos=articulation.get_qpos(), # Use method call
+        end_link_name="ee_link" # Replace with actual link name
+    )
+```
diff --git a/docs/source/overview/sim/sim_assets.md b/docs/source/overview/sim/sim_assets.md
new file mode 100644
index 00000000..61463b21
--- /dev/null
+++ b/docs/source/overview/sim/sim_assets.md
@@ -0,0 +1,130 @@
+# Simulation Assets
+
+```{currentmodule} embodichain.lab.sim
+```
+
+Simulation assets in EmbodiChain are configured using Python dataclasses. This approach provides a structured and type-safe way to define properties for physics, materials and objects in the simulation environment. 
+
+## Visual Materials
+
+### Configuration
+
+The {class}`~material.VisualMaterialCfg` class defines the visual appearance of objects using Physically Based Rendering (PBR) properties.
+
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `uid` | `str` | `"default_mat"` | Unique identifier for the material. |
+| `base_color` | `list` | `[0.5, 0.5, 0.5, 1.0]` | Base color/diffuse color (RGBA). |
+| `metallic` | `float` | `0.0` | Metallic factor (0.0 = dielectric, 1.0 = metallic). |
+| `roughness` | `float` | `0.5` | Surface roughness (0.0 = smooth, 1.0 = rough). |
+| `emissive` | `list` | `[0.0, 0.0, 0.0]` | Emissive color (RGB). |
+| `emissive_intensity` | `float` | `1.0` | Emissive intensity multiplier. |
+| `base_color_texture` | `str` | `None` | Path to base color texture map. |
+| `metallic_texture` | `str` | `None` | Path to metallic map. |
+| `roughness_texture` | `str` | `None` | Path to roughness map. |
+| `normal_texture` | `str` | `None` | Path to normal map. |
+| `ao_texture` | `str` | `None` | Path to ambient occlusion map. |
+| `ior` | `float` | `1.5` | Index of refraction for ray tracing materials. |
+
+### Visual Material and Visual Material Instance
+
+A visual material is defined using the {class}`~material.VisualMaterialCfg` class. It is actually a material template that can be used to create multiple instances with different parameters.
+
+A visual material instance is created from a visual material using the method {meth}`~material.VisualMaterial.create_instance()`. User can set different properties for each instance. For details API usage, please refer to the [VisualMaterialInst](https://dexforce.github.io/EmbodiChain/api_reference/embodichain/embodichain.lab.sim.html#embodichain.lab.sim.material.VisualMaterialInst) documentation.
+
+For batch simualtion scenarios, when user set a material to a object (eg, a rigid object with `num_envs` instances), the material instance will be created for each simulation instance automatically. 
+
+### Code 
+
+```python
+# Create a visual material with base color white and low roughness.
+mat: VisualMaterial = sim.create_visual_material(
+    cfg=VisualMaterialCfg(
+        base_color=[1.0, 1.0, 1.0, 1.0],
+        roughness=0.05,
+    )
+)
+
+# Set the material to a rigid object.
+object: RigidObject
+object.set_visual_material(mat)
+
+# Get all material instances created for this object in the simulation. If `num_envs` is N, there will be N instances.
+mat_inst: List[VisualMaterialInst] = object.get_visual_material_inst()
+
+# We can then modify the properties of each material instance separately.
+mat_inst[0].set_base_color([1.0, 0.0, 0.0, 1.0])  
+```
+
+
+## Objects
+
+All objects inherit from {class}`~cfg.ObjectBaseCfg`, which provides common properties.
+
+**Base Properties**
+
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `uid` | `str` | `None` | Unique identifier. |
+| `init_pos` | `tuple` | `(0.0, 0.0, 0.0)` | Position of the root in simulation world frame. |
+| `init_rot` | `tuple` | `(0.0, 0.0, 0.0)` | Euler angles (in degrees) of the root. |
+| `init_local_pose` | `np.ndarray` | `None` | 4x4 transformation matrix (overrides `init_pos` and `init_rot`). |
+
+## Rigid Object
+
+Configured via {class}`~cfg.RigidObjectCfg`.
+
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `shape` | `ShapeCfg` | `ShapeCfg()` | Shape configuration (e.g., Mesh, Box). |
+| `attrs` | `RigidBodyAttributesCfg` | `RigidBodyAttributesCfg()` | Physical attributes. |
+| `body_type` | `Literal` | `"dynamic"` | "dynamic", "kinematic", or "static". |
+| `max_convex_hull_num` | `int` | `1` | Max convex hulls for decomposition (CoACD). |
+| `body_scale` | `tuple` | `(1.0, 1.0, 1.0)` | Scale of the rigid body. |
+
+### Rigid Body Attributes
+
+The {class}`~cfg.RigidBodyAttributesCfg` class defines physical properties for rigid bodies.
+
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `mass` | `float` | `1.0` | Mass in kg. Set to 0 to use density. |
+| `density` | `float` | `1000.0` | Density in kg/m^3. |
+| `angular_damping` | `float` | `0.7` | Angular damping coefficient. |
+| `linear_damping` | `float` | `0.7` | Linear damping coefficient. |
+| `max_depenetration_velocity` | `float` | `10.0` | Maximum depenetration velocity. |
+| `sleep_threshold` | `float` | `0.001` | Threshold below which the body can go to sleep. |
+| `enable_ccd` | `bool` | `False` | Enable continuous collision detection. |
+| `contact_offset` | `float` | `0.002` | Contact offset for collision detection. |
+| `rest_offset` | `float` | `0.001` | Rest offset for collision detection. |
+| `enable_collision` | `bool` | `True` | Enable collision for the rigid body. |
+| `restitution` | `float` | `0.0` | Restitution (bounciness) coefficient. |
+| `dynamic_friction` | `float` | `0.5` | Dynamic friction coefficient. |
+| `static_friction` | `float` | `0.5` | Static friction coefficient. |
+
+For Rigid Object tutorial, please refer to the [Create Scene](https://dexforce.github.io/EmbodiChain/tutorial/create_scene.html) tutorial.
+
+## Rigid Object Groups
+
+{class}`~cfg.RigidObjectGroupCfg` allows initializing multiple rigid objects, potentially from a folder.
+
+
+### Lights
+
+Configured via `LightCfg`.
+
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `light_type` | `Literal` | `"point"` | Type of light (currently only "point"). |
+| `color` | `tuple` | `(1.0, 1.0, 1.0)` | RGB color. |
+| `intensity` | `float` | `50.0` | Intensity in watts/m^2. |
+| `radius` | `float` | `1e2` | Falloff radius. |
+
+
+```{toctree}
+:maxdepth: 1
+
+sim_soft_object.md
+sim_articulation.md
+sim_robot.md
+```
\ No newline at end of file
diff --git a/docs/source/overview/sim/sim_manager.md b/docs/source/overview/sim/sim_manager.md
new file mode 100644
index 00000000..d2f19be2
--- /dev/null
+++ b/docs/source/overview/sim/sim_manager.md
@@ -0,0 +1,126 @@
+# Simulation Manager
+
+```{currentmodule} embodichain.lab.sim
+```
+
+The {class}`SimulationManager` is the central class in EmbodiChain's simulation framework for managing the simulation lifecycle. It handles:
+- **Asset Management**: Loading and managing robots, rigid objects, soft objects, articulations, and lights.
+- **Simulation Loop**: Controlling the physics stepping and rendering updates.
+- **Rendering**: Managing the simulation window, camera rendering, material settings and ray-tracing configuration.
+- **Interaction**: Providing gizmo controls for interactive manipulation of objects.
+
+## Configuration
+
+The simulation is configured using the {class}`SimulationManagerCfg` class.
+
+```python
+from embodichain.lab.sim import SimulationManagerCfg
+
+sim_config = SimulationManagerCfg(
+    width=1920,               # Window width
+    height=1080,              # Window height
+    num_envs=10,              # Number of parallel environments
+    physics_dt=0.01,          # Physics time step
+    sim_device="cpu",         # Simulation device ("cpu" or "cuda:0", etc.)
+    arena_space=5.0           # Spacing between environments
+)
+```
+
+### Configuration Parameters
+
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `width` | `int` | `1920` | The width of the simulation window. |
+| `height` | `int` | `1080` | The height of the simulation window. |
+| `headless` | `bool` | `False` | Whether to run the simulation in headless mode (no Window). |
+| `enable_rt` | `bool` | `False` | Whether to enable ray tracing rendering. |
+| `enable_denoiser` | `bool` | `True` | Whether to enable denoising for ray tracing rendering. |
+| `spp` | `int` | `64` | Samples per pixel for ray tracing rendering. Only valid when ray tracing is enabled and denoiser is False. |
+| `gpu_id` | `int` | `0` | The gpu index that the simulation engine will be used. Affects gpu physics device. |
+| `thread_mode` | `ThreadMode` | `RENDER_SHARE_ENGINE` | The threading mode for the simulation engine. |
+| `cpu_num` | `int` | `1` | The number of CPU threads to use for the simulation engine. |
+| `num_envs` | `int` | `1` | The number of parallel environments (arenas) to simulate. |
+| `arena_space` | `float` | `5.0` | The distance between each arena when building multiple arenas. |
+| `physics_dt` | `float` | `0.01` | The time step for the physics simulation. |
+| `sim_device` | `str` \| `torch.device` | `"cpu"` | The device for the physics simulation. |
+| `physics_config` | `PhysicsCfg` | `PhysicsCfg()` | The physics configuration parameters. |
+| `gpu_memory_config` | `GPUMemoryCfg` | `GPUMemoryCfg()` | The GPU memory configuration parameters. |
+
+### Physics Configuration
+
+The {class}`~cfg.PhysicsCfg` class controls the global physics simulation parameters.
+
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `gravity` | `np.ndarray` | `[0, 0, -9.81]` | Gravity vector for the simulation environment. |
+| `bounce_threshold` | `float` | `2.0` | The speed threshold below which collisions will not produce bounce effects. |
+| `enable_ccd` | `bool` | `False` | Enable continuous collision detection (CCD) for fast-moving objects. |
+| `length_tolerance` | `float` | `0.05` | The length tolerance for the simulation. Larger values increase speed. |
+| `speed_tolerance` | `float` | `0.25` | The speed tolerance for the simulation. Larger values increase speed. |
+
+For more parameters and details, refer to the [PhysicsCfg](https://dexforce.github.io/EmbodiChain/api_reference/embodichain/embodichain.lab.sim.html#embodichain.lab.sim.cfg.PhysicsCfg) documentation.
+
+
+## Initialization
+
+Initialize the manager with the configuration object:
+
+```python
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+
+# User can customize the config as needed.
+sim_config = SimulationManagerCfg()
+sim = SimulationManager(sim_config)
+```
+
+## Assets Management
+
+The manager provides methods to add, retrieve and remove various simulation assets including:
+- Rigid Objects
+- Soft Objects
+- Articulations
+- Robots
+- Lights
+- Materials
+
+For more details on simulation assets, please refer to their respective documentation pages.
+
+## Simulation Loop
+
+### Manual Update mode
+
+In this mode, the physics simulation should be explicitly stepped by calling {meth}`~SimulationManager.update()` method, which provides precise control over the simulation timing. 
+
+The use case for manual update mode includes:
+- Data generation with openai gym environments, in which the observation and action must be synchronized with the physics simulation.
+- Applications that require precise dynamic control over the simulation timing.
+
+```python
+while True:
+    # Step physics simulation.
+    sim.update(step=1)
+
+    # Perform other tasks such as get data from the scene or apply sensor update.
+```
+
+> The default mode is manual update mode. To switch to automatic update mode, call `set_manual_update(False)`. 
+
+### Automatic Update mode
+
+In this mode, the physics simulation stepping is automatically handling by the physics thread running in dexsim engine, which makes it easier to use for visualization and interactive applications.
+
+> When in automatic update mode, user are recommanded to use CPU `sim_device` for simulation.
+
+
+### Mainly used methods
+
+- **`SimulationManager.update(physics_dt=None, step=1)`**: Steps the physics simulation with optional custom time step and number of steps. If `physics_dt` is None, uses the configured physics time step.
+- **`SimulationManager.enable_physics(enable: bool)`**: Enable or disable physics simulation.
+- **`SimulationManager.set_manual_update(enable: bool)`**: Set manual update mode for physics.
+
+For more methods and details, refer to the [SimulationManager](https://dexforce.github.io/EmbodiChain/api_reference/embodichain/embodichain.lab.sim.html#embodichain.lab.sim.SimulationManager) documentation.
+
+### Related Tutorials
+
+- [Basic scene creation](https://dexforce.github.io/EmbodiChain/tutorial/create_scene.html)
+- [Interactive simulation with Gizmo](https://dexforce.github.io/EmbodiChain/tutorial/gizmo.html)
\ No newline at end of file
diff --git a/docs/source/overview/sim/sim_robot.md b/docs/source/overview/sim/sim_robot.md
new file mode 100644
index 00000000..e0ab5992
--- /dev/null
+++ b/docs/source/overview/sim/sim_robot.md
@@ -0,0 +1,108 @@
+# Robot
+
+```{currentmodule} embodichain.lab.sim
+```
+
+The {class}`~objects.Robot` class extends {class}`~objects.Articulation` to support advanced robotics features such as kinematic solvers (IK/FK), motion planners, and part-based control (e.g., controlling "arm" and "gripper" separately).
+
+## Configuration
+
+Robots are configured using {class}`~cfg.RobotCfg`.
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `control_parts` | `Dict[str, List[str]]` | `None` | Defines groups of joints (e.g., `{"arm": ["joint1", ...], "hand": ["finger1", ...]}`). |
+| `solver_cfg` | `SolverCfg` | `None` | Configuration for kinematic solvers (IK/FK). |
+| `urdf_cfg` | `URDFCfg` | `None` | Advanced configuration for assembling a robot from multiple URDF components. |
+
+### Setup & Initialization
+
+A `Robot` must be spawned within a `SimulationManager`.
+
+```python
+import torch
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import Robot, RobotCfg
+from embodichain.lab.sim.solvers import SolverCfg
+
+# 1. Initialize Simulation Environment
+# Note: Use 'sim_device' to specify device (e.g., "cuda:0" or "cpu")
+device = "cuda" if torch.cuda.is_available() else "cpu"
+sim_cfg = SimulationManagerCfg(sim_device=device, physics_dt=0.01)
+sim = SimulationManager(sim_config=sim_cfg)
+
+# 2. Configure Robot
+robot_cfg = RobotCfg(
+    fpath="assets/robots/franka/franka.urdf",
+    control_parts={
+        "arm": ["panda_joint[1-7]"],
+        "gripper": ["panda_finger_joint[1-2]"]
+    },
+    solver_cfg=SolverCfg() 
+)
+
+# 3. Spawn Robot
+# Note: The method is 'add_robot', and it takes 'cfg' as argument
+robot: Robot = sim.add_robot(cfg=robot_cfg)
+
+# 4. Reset Simulation
+# This performs a global reset of the simulation state
+sim.reset_objects_state()
+```
+
+## Robot Class
+
+### Control Parts
+
+A unique feature of the `Robot` class is **Control Parts**. Instead of controlling the entire DoF vector at once, you can target specific body parts by name.
+
+```python
+# Get joint IDs for a specific part
+arm_ids = robot.get_joint_ids(name="arm")
+
+# Control only the arm
+# Note: Ensure 'sim.update()' is called in your loop to apply these actions
+target_qpos = torch.zeros((robot.num_instances, len(arm_ids)), device=device)
+robot.set_qpos(target_qpos, name="arm", target=True)
+```
+
+### Kinematics (Solvers)
+The robot class integrates solvers to perform differentiable Forward Kinematics (FK) and Inverse Kinematics (IK).
+#### Forward Kinematics (FK)
+Compute the pose of a link (e.g., end-effector) given joint positions.
+```python
+# Compute FK for a specific part (uses the part's configured solver)
+current_qpos = robot.get_qpos()
+ee_pose = robot.compute_fk(qpos=current_qpos, name="arm")
+print(f"EE Pose: {ee_pose}")
+```
+#### Inverse Kinematics (IK)
+Compute the required joint positions to reach a target pose.
+```python 
+# Compute IK
+# pose: Target pose (N, 7) or (N, 4, 4)
+target_pose = ee_pose.clone() # Example target
+target_pose[:, 2] += 0.1      # Move up 10cm
+
+success, solved_qpos = robot.compute_ik(
+    pose=target_pose,
+    name="arm",
+    joint_seed=current_qpos
+)
+```
+### Proprioception
+Get standard proprioceptive observation data for learning agents.
+```python
+# Returns a dict containing 'qpos', 'qvel', and 'qf'
+obs = robot.get_proprioception()
+```
+### Advanced API
+The Robot class overrides standard Articulation methods to support the name argument for part-specific operations. 
+| Method | Description |
+| :--- | :--- |
+| `set_qpos(..., name="part")` | Set joint positions for a specific part. |
+| `set_qvel(..., name="part")` | Set joint velocities for a specific part. |
+| `set_qf(..., name="part")` | Set joint efforts for a specific part. |
+| `get_qpos(name="part")` | Get joint positions of a specific part. |
+| `get_qvel(name="part")` | Get joint velocities of a specific part. |
+
+For more API details, refer to the {class}`~objects.Robot` documentation.
diff --git a/docs/source/overview/sim/sim_sensor.md b/docs/source/overview/sim/sim_sensor.md
new file mode 100644
index 00000000..22f435c5
--- /dev/null
+++ b/docs/source/overview/sim/sim_sensor.md
@@ -0,0 +1,124 @@
+# Sensors
+
+```{currentmodule} embodichain.lab.sim.sensors
+```
+
+The Simulation framework provides sensor interfaces for agents to perceive the environment. Currently, the primary supported sensor type is the **Camera**.
+
+## Camera
+
+### Configuration
+
+The {class}`CameraCfg` class defines the configuration for camera sensors. It inherits from {class}`~SensorCfg` and controls resolution, clipping planes, intrinsics, and active data modalities.
+
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `width` | `int` | `640` | Width of the captured image. |
+| `height` | `int` | `480` | Height of the captured image. |
+| `intrinsics` | `tuple` | `(600, 600, 320.0, 240.0)` | Camera intrinsics `(fx, fy, cx, cy)`. |
+| `extrinsics` | `ExtrinsicsCfg` | `ExtrinsicsCfg()` | Pose configuration (see below). |
+| `near` | `float` | `0.005` | Near clipping plane distance. |
+| `far` | `float` | `100.0` | Far clipping plane distance. |
+| `enable_color` | `bool` | `True` | Enable RGBA image capture. |
+| `enable_depth` | `bool` | `False` | Enable depth map capture. |
+| `enable_mask` | `bool` | `False` | Enable segmentation mask capture. |
+| `enable_normal` | `bool` | `False` | Enable surface normal capture. |
+| `enable_position` | `bool` | `False` | Enable 3D position map capture. |
+
+### Camera Extrinsics
+
+The `ExtrinsicsCfg` class defines the position and orientation of the camera.
+
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `parent` | `str` | `None` | Name of the link to attach to (e.g., `"ee_link"`). If `None`, camera is fixed in world. |
+| `pos` | `list` | `[0.0, 0.0, 0.0]` | Position offset `[x, y, z]`. |
+| `quat` | `list` | `[1.0, 0.0, 0.0, 0.0]` | Orientation quaternion `[w, x, y, z]`. |
+| `eye` | `tuple` | `None` | (Optional) Camera eye position for look-at mode. |
+| `target` | `tuple` | `None` | (Optional) Target position for look-at mode. |
+| `up` | `tuple` | `None` | (Optional) Up vector for look-at mode. |
+
+### Usage
+
+You can create a camera sensor using `sim.add_sensor()` with a `CameraCfg` object.
+
+#### Code Example
+
+```python
+from embodichain.lab.sim.sensors import Camera, CameraCfg
+
+# 1. Define Configuration
+camera_cfg = CameraCfg(
+    width=640,
+    height=480,
+    intrinsics=(600, 600, 320.0, 240.0),
+    extrinsics=CameraCfg.ExtrinsicsCfg(
+        parent="ee_link",        # Attach to robot end-effector
+        pos=[0.09, 0.05, 0.04],  # Relative position
+        quat=[0, 1, 0, 0],       # Relative rotation [w, x, y, z]
+    ),
+    enable_color=True,
+    enable_depth=True,
+)
+
+# 2. Add Sensor to Simulation
+camera: Camera = sim.add_sensor(sensor_cfg=camera_cfg)
+```
+### Observation Data
+Retrieve sensor data using camera.get_data(). The data is returned as a dictionary of tensors on the specified device.
+
+| Key | Data Type | Shape | Description |
+| :--- | :--- | :--- | :--- |
+| `color` | `torch.uint8` | `(B, H, W, 4)` | RGBA image data. |
+| `depth` | `torch.float32` | `(B, H, W)` | Depth map in meters. |
+| `mask` | `torch.int32` | `(B, H, W)` | Segmentation mask / Instance IDs. |
+| `normal` | `torch.float32` | `(B, H, W, 3)` | Surface normal vectors. |
+| `position` | `torch.float32` | `(B, H, W, 3)` | 3D Position map (OpenGL coords). |
+
+*Note: `B` represents the number of environments (batch size).*
+
+## Stereo Camera
+
+### Configuration
+
+The {class}`StereoCameraCfg` class defines the configuration for stereo camera sensors. It inherits from {class}`CameraCfg` and includes additional settings for the right camera and stereo-specific features like disparity computation.
+
+In addition to the standard {class}`CameraCfg` parameters, it supports the following:
+
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `intrinsics_right` | `tuple` | `(600, 600, 320.0, 240.0)` | The intrinsics for the right camera `(fx, fy, cx, cy)`. |
+| `left_to_right_pos` | `tuple` | `(0.05, 0.0, 0.0)` | Position offset `[x, y, z]` from the left camera to the right camera. |
+| `left_to_right_rot` | `tuple` | `(0.0, 0.0, 0.0)` | Rotation offset `[x, y, z]` (Euler angles in degrees) from the left camera to the right camera. |
+| `enable_disparity` | `bool` | `False` | Enable disparity map computation. *Note: Requires `enable_depth` to be `True`.* |
+
+### Usage
+
+You can create a stereo camera sensor using `sim.add_sensor()` with a `StereoCameraCfg` object.
+
+#### Code Example
+
+```python
+from embodichain.lab.sim.sensors import StereoCamera, StereoCameraCfg
+
+# 1. Define Configuration
+stereo_cfg = StereoCameraCfg(
+    width=640,
+    height=480,
+    # Intrinsics for Left (inherited) and Right cameras
+    intrinsics=(600, 600, 320.0, 240.0),
+    intrinsics_right=(600, 600, 320.0, 240.0),
+    # Baseline configuration (e.g., 5cm baseline)
+    left_to_right_pos=(0.05, 0.0, 0.0),
+    extrinsics=StereoCameraCfg.ExtrinsicsCfg(
+        parent="head_link",
+        pos=[0.1, 0.0, 0.0],
+    ),
+    # Data modalities
+    enable_color=True,
+    enable_depth=True,
+    enable_disparity=True,
+)
+
+# 2. Add Sensor to Simulation
+stereo_camera: StereoCamera = sim.add_sensor(sensor_cfg=stereo_cfg)
\ No newline at end of file
diff --git a/docs/source/overview/sim/sim_soft_object.md b/docs/source/overview/sim/sim_soft_object.md
new file mode 100644
index 00000000..27f9e8ba
--- /dev/null
+++ b/docs/source/overview/sim/sim_soft_object.md
@@ -0,0 +1,113 @@
+# Soft Object
+
+```{currentmodule} embodichain.lab.sim
+```
+
+The {class}`~objects.SoftObject` class represents deformable entities (e.g., cloth, sponges, soft robotics) in EmbodiChain. Unlike rigid bodies, soft objects are defined by vertices and meshes rather than a single rigid pose.
+
+## Configuration
+
+Configured via {class}`~cfg.SoftObjectCfg`.
+
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `voxel_attr` | `SoftbodyVoxelAttributesCfg` | `...` | Voxelization attributes. |
+| `physical_attr` | `SoftbodyPhysicalAttributesCfg` | `...` | Physical attributes. |
+| `shape` | `MeshCfg` | `MeshCfg()` | Mesh configuration. |
+
+### Soft Body Attributes
+
+Soft bodies require both voxelization and physical attributes.
+
+**Voxel Attributes ({class}`~cfg.SoftbodyVoxelAttributesCfg`)**
+
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `triangle_remesh_resolution` | `int` | `8` | Resolution to remesh the softbody mesh before building physx collision mesh. |
+| `triangle_simplify_target` | `int` | `0` | Simplify mesh faces to target value. |
+| `simulation_mesh_resolution` | `int` | `8` | Resolution to build simulation voxelize textra mesh. |
+| `simulation_mesh_output_obj` | `bool` | `False` | Whether to output the simulation mesh as an obj file for debugging. |
+
+**Physical Attributes ({class}`~cfg.SoftbodyPhysicalAttributesCfg`)**
+
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `youngs` | `float` | `1e6` | Young's modulus (higher = stiffer). |
+| `poissons` | `float` | `0.45` | Poisson's ratio (higher = closer to incompressible). |
+| `dynamic_friction` | `float` | `0.0` | Dynamic friction coefficient. |
+| `elasticity_damping` | `float` | `0.0` | Elasticity damping factor. |
+| `material_model` | `SoftBodyMaterialModel` | `CO_ROTATIONAL` | Material constitutive model. |
+| `enable_kinematic` | `bool` | `False` | If True, (partially) kinematic behavior is enabled. |
+| `enable_ccd` | `bool` | `False` | Enable continuous collision detection. |
+| `enable_self_collision` | `bool` | `False` | Enable self-collision handling. |
+| `mass` | `float` | `-1.0` | Total mass. If negative, density is used. |
+| `density` | `float` | `1000.0` | Material density in kg/m^3. |
+
+For Soft Object tutorial, please refer to the [Soft Body Simulation](https://dexforce.github.io/EmbodiChain/tutorial/create_softbody.html).
+
+
+### Setup & Initialization
+
+```python
+import torch
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.objects import SoftObject, SoftObjectCfg
+
+# 1. Initialize Simulation
+device = "cuda" if torch.cuda.is_available() else "cpu"
+sim_cfg = SimulationManagerCfg(sim_device=device)
+sim = SimulationManager(sim_config=sim_cfg)
+
+# 2. Configure Soft Object
+soft_cfg = SoftObjectCfg(
+    fpath="assets/objects/sponge.msh", # Example asset path
+    init_pos=(0, 0, 0.5),
+    init_rot=(0, 0, 0)
+)
+
+# 3. Spawn Soft Object
+# Note: Assuming the method in SimulationManager is 'add_soft_object'
+soft_object: SoftObject = sim.add_soft_object(cfg=soft_cfg)
+
+# 4. Initialize Physics
+sim.reset_objects_state()
+```
+### Soft Object Class
+#### Vertex Data (Observation)
+For soft objects, the state is represented by the positions and velocities of its vertices, rather than a single root pose.
+
+| Method | Return Shape | Description |
+| :--- | :--- | :--- |
+| `get_current_collision_vertices()` | `(N, V_col, 3)` | Current positions of collision mesh vertices. |
+| `get_current_sim_vertices()` | `(N, V_sim, 3)` | Current positions of simulation mesh vertices (nodes). |
+| `get_current_sim_vertex_velocities()` | `(N, V_sim, 3)` | Current velocities of simulation vertices. |
+| `get_rest_collision_vertices()` | `(N, V_col, 3)` | Rest (initial) positions of collision vertices. |
+| `get_rest_sim_vertices()` | `(N, V_sim, 3)` | Rest (initial) positions of simulation vertices. |
+
+> Note: N is the number of environments/instances, V_col is the number of collision vertices, and V_sim is the number of simulation vertices.
+
+```python
+# Example: Accessing vertex data
+sim_verts = soft_object.get_current_sim_vertices()
+print(f"Simulation Vertices Shape: {sim_verts.shape}")
+
+velocities = soft_object.get_current_sim_vertex_velocities()
+print(f"Vertex Velocities: {velocities}")
+```
+#### Pose Management
+You can set the global pose of a soft object (which transforms all its vertices), but getting a single "pose" from a deformed object is not supported.
+
+| Method | Description |
+| :--- | :--- |
+| `set_local_pose(pose)` | Sets the pose of the object by transforming all vertices. |
+| `get_local_pose()` | **Not Supported**. Raises `NotImplementedError` because a deformed object does not have a single rigid pose. |
+
+
+```python
+# Reset or Move the Soft Object
+target_pose = torch.tensor([[0, 0, 1.0, 1, 0, 0, 0]], device=device) # (x, y, z, qw, qx, qy, qz)
+soft_object.set_local_pose(target_pose)
+
+# Important: Step simulation to apply changes
+sim.update()
+```
\ No newline at end of file
diff --git a/docs/source/resources/roadmap.md b/docs/source/resources/roadmap.md
index 4999e8bf..ba160ea2 100644
--- a/docs/source/resources/roadmap.md
+++ b/docs/source/resources/roadmap.md
@@ -1,6 +1,6 @@
 # Roadmap
 
-Currently, EmbodiChain is under active development. Our plan for the feature roadmap is as follows:
+Currently, EmbodiChain is under active development. Our roadmap is as follows:
 
 - Simulation:
     - Rendering:
@@ -15,12 +15,10 @@ Currently, EmbodiChain is under active development. Our plan for the feature roa
         - We are also exploring how to integrate [newton physics](https://github.com/newton-physics/newton) into EmbodiChain as an alternative physics backend.
     - Sensors:
         - Add contact and force sensors with examples.
-    - Kinematics Solvers:
-        - Improve the existing IK solver performance and stability (especially SRSSolver and OPWSolver).
     - Motion Generation:
         - Add more advanced motion generation methods and examples.
     - Useful Tools:
-        - We are working on USD support for EmbodiChain to enable better scene creation and asset management.
+        - We are working on USD support for EmbodiChain to enable better asset management and interoperability.
         - We will release a simple Real2Sim pipeline, which enables automatic task generation from real-world data.
     - Robots Integration:
         - Add support for more robot models (eg: LeRobot, Unitree H1/G1, etc).
diff --git a/embodichain/lab/sim/material.py b/embodichain/lab/sim/material.py
index c66c2c38..ac3d99ab 100644
--- a/embodichain/lab/sim/material.py
+++ b/embodichain/lab/sim/material.py
@@ -67,10 +67,10 @@ class VisualMaterialCfg:
 
     # Ray tracing specific properties
     ior: float = 1.5
-    """Index of refraction for ray tracing materials"""
+    """Index of refraction for PBR materials, only used in ray tracing."""
 
-    rt_material_type: str = "BRDF_GGX_SMITH"
-    """Ray tracing material type. Options: 'BRDF_GGX_SMITH', 'BTDF_GGX_SMITH', 'BSDF_GGX_SMITH'"""
+    material_type: str = "BRDF"
+    """Ray tracing material type. Options: 'BRDF', 'BTDF', 'BSDF'"""
 
     # Currently disabled properties
     # subsurface: float = 0.0  # Subsurface scattering factor
@@ -95,15 +95,28 @@ class VisualMaterial:
     """
 
     RT_MATERIAL_TYPES = [
-        "BRDF_GGX_SMITH",
-        "BTDF_GGX_SMITH",
-        "BSDF_GGX_SMITH",
+        "BRDF",
+        "BTDF",
+        "BSDF",
     ]
 
+    MAT_TYPE_MAPPING: Dict[str, str] = {
+        "BRDF": "BRDF_GGX_SMITH",
+        "BTDF": "BTDF_GGX_SMITH",
+        "BSDF": "BSDF_GGX_SMITH",
+    }
+
     def __init__(self, cfg: VisualMaterialCfg, mat: Material):
+        if cfg.material_type not in self.RT_MATERIAL_TYPES:
+            logger.log_error(
+                f"Invalid material_type '{cfg.material_type}'. "
+                f"Supported types: {self.RT_MATERIAL_TYPES}"
+            )
+
         self.uid = cfg.uid
         self.cfg = copy.deepcopy(cfg)
         self._mat = mat
+        self._mat_inst_list: list[str] = []
 
         self._default_mat_inst = self.create_instance(self.uid)
 
@@ -115,6 +128,10 @@ def is_rt_enabled(self) -> bool:
     def mat(self) -> Material:
         return self._mat
 
+    @property
+    def inst(self) -> VisualMaterialInst:
+        return self._default_mat_inst
+
     def set_default_properties(
         self, mat_inst: VisualMaterialInst, cfg: VisualMaterialCfg
     ) -> None:
@@ -132,7 +149,9 @@ def set_default_properties(
 
         if self.is_rt_enabled:
             mat_inst.set_ior(cfg.ior)
-            mat_inst.mat.update_pbr_material_type(cfg.rt_material_type)
+            mat_inst.mat.update_pbr_material_type(
+                self.MAT_TYPE_MAPPING[cfg.material_type]
+            )
 
     def create_instance(self, uid: str) -> VisualMaterialInst:
         """Create a new material instance from this material template.
@@ -150,6 +169,7 @@ def create_instance(self, uid: str) -> VisualMaterialInst:
         # TODO: Support change default properties for material.
         # This will improve the instance creation efficiency.
         self.set_default_properties(inst, self.cfg)
+        self._mat_inst_list.append(uid)
         return inst
 
     def get_default_instance(self) -> VisualMaterialInst:
@@ -169,6 +189,8 @@ def get_instance(self, uid: str) -> VisualMaterialInst:
         Returns:
             VisualMaterialInst: The material instance.
         """
+        if uid not in self._mat_inst_list:
+            logger.log_error(f"Material instance with uid '{uid}' does not exist.")
         return VisualMaterialInst(uid, self._mat)
 
 
diff --git a/embodichain/lab/sim/sim_manager.py b/embodichain/lab/sim/sim_manager.py
index 83c231ce..ddb2dabb 100644
--- a/embodichain/lab/sim/sim_manager.py
+++ b/embodichain/lab/sim/sim_manager.py
@@ -135,7 +135,7 @@ class SimulationManagerCfg:
     """The time step for the physics simulation."""
 
     sim_device: Union[str, torch.device] = "cpu"
-    """The device for the simulation engine. Can be 'cpu', 'cuda', or a torch.device object."""
+    """The device for the physics simulation. Can be 'cpu', 'cuda', or a torch.device object."""
 
     physics_config: PhysicsCfg = field(default_factory=PhysicsCfg)
     """The physics configuration parameters."""
diff --git a/examples/sim/demo/scoop_ice.py b/examples/sim/demo/scoop_ice.py
index 1baee81c..f4f75119 100644
--- a/examples/sim/demo/scoop_ice.py
+++ b/examples/sim/demo/scoop_ice.py
@@ -303,13 +303,13 @@ def create_ice_cubes(sim: SimulationManager):
 
     # Set visual material for ice cubes.
     # The material below only works for ray tracing backend.
-    # Set ior to 1.31 and material type to "BSDF_GGX_SMITH" for better ice appearance.
+    # Set ior to 1.31 and material type to "BSDF" for better ice appearance.
     ice_mat = sim.create_visual_material(
         cfg=VisualMaterialCfg(
             base_color=[1.0, 1.0, 1.0, 1.0],
             ior=1.31,
             roughness=0.05,
-            rt_material_type="BSDF_GGX_SMITH",
+            material_type="BSDF",
         )
     )
     ice_cubes.set_visual_material(mat=ice_mat)

From c508a00085852cd7e33577189ad735b67e50226f Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Sat, 17 Jan 2026 22:52:51 +0800
Subject: [PATCH 84/92] Add contribution docs (#72)

---
 CONTRIBUTING.md                               | 47 +++++++++++++++++++
 tests/sim/solvers/test_differential_solver.py | 11 ++---
 tests/sim/solvers/test_opw_solver.py          | 11 ++---
 tests/sim/solvers/test_pink_solver.py         | 11 ++---
 tests/sim/solvers/test_pinocchio_solver.py    | 11 ++---
 tests/sim/solvers/test_pytorch_solver.py      | 11 ++---
 tests/sim/solvers/test_srs_solver.py          | 11 ++---
 tests/sim/utility/test_workspace_analyze.py   | 11 ++---
 8 files changed, 68 insertions(+), 56 deletions(-)
 create mode 100644 CONTRIBUTING.md

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
new file mode 100644
index 00000000..662a1d8a
--- /dev/null
+++ b/CONTRIBUTING.md
@@ -0,0 +1,47 @@
+# Contributing to EmbodiChain
+
+Thank you for your interest in contributing to EmbodiChain! We welcome contributions from the community to help make this project better.
+
+## Bug report and feature requests
+
+### Bug Report
+
+If you encounter a bug, please use the **Bug Report** template to submit an issue.
+*   Check if the issue has already been reported.
+*   Use the [Bug Report Template](.github/ISSUE_TEMPLATE/bug.md) when creating a new issue.
+*   Provide a clear and concise description of the bug.
+*   Include steps to reproduce the bug, along with error messages and stack traces if applicable.
+
+### Feature Requests
+
+If you have an idea for a new feature or improvement, please use the **Proposal** template.
+*   Use the [Proposal Template](.github/ISSUE_TEMPLATE/proposal.md).
+*   Describe the feature and its core capabilities.
+*   Explain the motivation behind the proposal and the problem it solves.
+
+## Pull requests
+
+We welcome pull requests for bug fixes, new features, and documentation improvements.
+
+1.  **Fork the repository** and create a new branch for your changes.
+2.  **Make your changes**. Please ensure your code is clean and readable.
+3.  **Run formatters**. We use `black` for code formatting. Please run it before submitting your PR.
+    ```bash
+    black .
+    ```
+    > Currently, we use black==24.3.0 for formatting. Make sure to use the same version to avoid inconsistencies.
+4.  **Submit a Pull Request**.
+    *   Use the [Pull Request Template](.github/PULL_REQUEST_TEMPLATE.md).
+    *   Keep PRs small and focused.
+    *   Include a summary of the changes and link to any relevant issues (e.g., `Fixes #123`).
+    *   Ensure all checks pass.
+
+## Contribute specific robots
+
+TODO: Add instructions for contributing new robot models and its configurations.
+
+## Contribute specific environments
+
+To contribute a new environment:
+
+TODO: Add instructions for contributing new environments.
\ No newline at end of file
diff --git a/tests/sim/solvers/test_differential_solver.py b/tests/sim/solvers/test_differential_solver.py
index 3ce4b734..fc962206 100644
--- a/tests/sim/solvers/test_differential_solver.py
+++ b/tests/sim/solvers/test_differential_solver.py
@@ -119,14 +119,9 @@ def test_differential_solver(self, arm_name: str):
         assert res[0] == False
         assert ik_qpos.shape == (1, dof)
 
-    @classmethod
-    def teardown_class(cls):
-        if cls.sim is not None:
-            try:
-                cls.sim.destroy()
-                print("sim destroyed successfully")
-            except Exception as e:
-                print(f"Error during sim.destroy(): {e}")
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.sim.destroy()
 
 
 class TestDifferentialSolver(BaseSolverTest):
diff --git a/tests/sim/solvers/test_opw_solver.py b/tests/sim/solvers/test_opw_solver.py
index bf6a7c4a..2174389f 100644
--- a/tests/sim/solvers/test_opw_solver.py
+++ b/tests/sim/solvers/test_opw_solver.py
@@ -117,14 +117,9 @@ def test_ik(self, arm_name: str):
         assert res[0] == False
         assert ik_qpos.shape == (1, dof)
 
-    @classmethod
-    def teardown_class(cls):
-        if cls.sim is not None:
-            try:
-                cls.sim.destroy()
-                print("sim destroyed successfully")
-            except Exception as e:
-                print(f"Error during sim.destroy(): {e}")
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.sim.destroy()
 
 
 class TestOPWSolver(BaseSolverTest):
diff --git a/tests/sim/solvers/test_pink_solver.py b/tests/sim/solvers/test_pink_solver.py
index 537374a3..43af9fed 100644
--- a/tests/sim/solvers/test_pink_solver.py
+++ b/tests/sim/solvers/test_pink_solver.py
@@ -123,14 +123,9 @@ def test_differential_solver(self):
         assert res[0] == False
         assert ik_qpos.shape == (1, dof)
 
-    @classmethod
-    def teardown_class(cls):
-        if cls.sim is not None:
-            try:
-                cls.sim.destroy()
-                print("sim destroyed successfully")
-            except Exception as e:
-                print(f"Error during sim.destroy(): {e}")
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.sim.destroy()
 
 
 @pytest.mark.skip(reason="Skipping Pink tests temporarily")
diff --git a/tests/sim/solvers/test_pinocchio_solver.py b/tests/sim/solvers/test_pinocchio_solver.py
index 3650a853..fdd33d54 100644
--- a/tests/sim/solvers/test_pinocchio_solver.py
+++ b/tests/sim/solvers/test_pinocchio_solver.py
@@ -104,14 +104,9 @@ def test_ik(self, arm_name: str):
         assert res[0] == False
         assert ik_qpos.shape == (1, dof)
 
-    @classmethod
-    def teardown_class(cls):
-        if cls.sim is not None:
-            try:
-                cls.sim.destroy()
-                print("sim destroyed successfully")
-            except Exception as e:
-                print(f"Error during sim.destroy(): {e}")
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.sim.destroy()
 
 
 class TestPinocchioSolver(BaseSolverTest):
diff --git a/tests/sim/solvers/test_pytorch_solver.py b/tests/sim/solvers/test_pytorch_solver.py
index 75517700..50382f64 100644
--- a/tests/sim/solvers/test_pytorch_solver.py
+++ b/tests/sim/solvers/test_pytorch_solver.py
@@ -107,14 +107,9 @@ def test_ik(self, arm_name: str):
         assert res[0] == False
         assert ik_qpos.shape == (1, dof)
 
-    @classmethod
-    def teardown_class(cls):
-        if cls.sim is not None:
-            try:
-                cls.sim.destroy()
-                print("sim destroyed successfully")
-            except Exception as e:
-                print(f"Error during sim.destroy(): {e}")
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.sim.destroy()
 
 
 class TestPytorchSolver(BaseSolverTest):
diff --git a/tests/sim/solvers/test_srs_solver.py b/tests/sim/solvers/test_srs_solver.py
index 96a644b2..b4925c85 100644
--- a/tests/sim/solvers/test_srs_solver.py
+++ b/tests/sim/solvers/test_srs_solver.py
@@ -269,14 +269,9 @@ def test_robot_ik(self, arm_name: str):
         assert res[0] == False
         assert ik_qpos.shape == (1, dof)
 
-    @classmethod
-    def teardown_class(cls):
-        if cls.sim is not None:
-            try:
-                cls.sim.destroy()
-                print("sim destroyed successfully")
-            except Exception as e:
-                print(f"Error during sim.destroy(): {e}")
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.sim.destroy()
 
 
 class TestSRSCPUSolver(BaseSolverTest):
diff --git a/tests/sim/utility/test_workspace_analyze.py b/tests/sim/utility/test_workspace_analyze.py
index 2226057e..72b839be 100644
--- a/tests/sim/utility/test_workspace_analyze.py
+++ b/tests/sim/utility/test_workspace_analyze.py
@@ -76,14 +76,9 @@ def setup_simulation(self):
 
         self.robot: Robot = self.sim.add_robot(cfg=CobotMagicCfg.from_dict(cfg_dict))
 
-    @classmethod
-    def teardown_class(cls):
-        if cls.sim is not None:
-            try:
-                cls.sim.destroy()
-                print("sim destroyed successfully")
-            except Exception as e:
-                print(f"Error during sim.destroy(): {e}")
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.sim.destroy()
 
 
 class TestJointWorkspaceAnalyzeTest(BaseWorkspaceAnalyzeTest):

From 48a533abfdf2d1d28e74b1e5785638ef22f689a0 Mon Sep 17 00:00:00 2001
From: Chen Jian <mtfl1996@outlook.com>
Date: Sun, 18 Jan 2026 15:41:02 +0800
Subject: [PATCH 85/92] Add contact sensor (#23)

Co-authored-by: chenjian <chenjian@dexforce.com>
Co-authored-by: yuecideng <dengyueci@qq.com>
---
 docs/source/overview/sim/sim_sensor.md        |  92 ++++-
 embodichain/lab/sim/cfg.py                    |   2 +-
 embodichain/lab/sim/objects/articulation.py   |  11 +-
 embodichain/lab/sim/sensors/__init__.py       |   5 +
 embodichain/lab/sim/sensors/contact_sensor.py | 368 ++++++++++++++++++
 embodichain/lab/sim/sim_manager.py            |  88 ++++-
 examples/sim/sensors/create_contact_sensor.py | 298 ++++++++++++++
 pyproject.toml                                |   2 +-
 scripts/tutorials/sim/create_sensor.py        |   2 -
 tests/sim/sensors/test_contact.py             | 240 ++++++++++++
 10 files changed, 1098 insertions(+), 10 deletions(-)
 create mode 100644 embodichain/lab/sim/sensors/contact_sensor.py
 create mode 100644 examples/sim/sensors/create_contact_sensor.py
 create mode 100644 tests/sim/sensors/test_contact.py

diff --git a/docs/source/overview/sim/sim_sensor.md b/docs/source/overview/sim/sim_sensor.md
index 22f435c5..b64a1665 100644
--- a/docs/source/overview/sim/sim_sensor.md
+++ b/docs/source/overview/sim/sim_sensor.md
@@ -121,4 +121,94 @@ stereo_cfg = StereoCameraCfg(
 )
 
 # 2. Add Sensor to Simulation
-stereo_camera: StereoCamera = sim.add_sensor(sensor_cfg=stereo_cfg)
\ No newline at end of file
+stereo_camera: StereoCamera = sim.add_sensor(sensor_cfg=stereo_cfg)
+```
+
+## Contact Sensor
+
+### Configuration
+
+The {class}`ContactSensorCfg` class defines the configuration for contact sensors. It inherits from {class}`~SensorCfg` and enables filtering and monitoring of contact events between specific rigid bodies and articulation links in the simulation.
+
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `rigid_uid_list` | `List[str]` | `[]` | List of rigid body UIDs to monitor for contacts. |
+| `articulation_cfg_list` | `List[ArticulationContactFilterCfg]` | `[]` | List of articulation link contact filter configurations. |
+| `filter_need_both_actor` | `bool` | `True` | Whether to filter contact only when both actors are in the filter list. If `False`, contact is reported if either actor is in the filter. |
+
+### Articulation Contact Filter Configuration
+
+The `ArticulationContactFilterCfg` class specifies which articulation links to monitor for contacts.
+
+| Parameter | Type | Default | Description |
+| :--- | :--- | :--- | :--- |
+| `articulation_uid` | `str` | `""` | Unique identifier of the articulation (robot or articulated object). |
+| `link_name_list` | `List[str]` | `[]` | List of link names in the articulation to monitor. If empty, all links are monitored. |
+
+### Usage
+
+You can create a contact sensor using `sim.add_sensor()` with a `ContactSensorCfg` object.
+
+#### Code Example
+
+```python
+from embodichain.lab.sim.sensors import ContactSensor, ContactSensorCfg, ArticulationContactFilterCfg
+import torch
+
+# 1. Define Contact Filter Configuration
+contact_filter_cfg = ContactSensorCfg()
+
+# Monitor contacts for specific rigid bodies
+contact_filter_cfg.rigid_uid_list = ["cube0", "cube1", "cube2"]
+
+# Monitor contacts for specific articulation links
+contact_filter_art_cfg = ArticulationContactFilterCfg()
+contact_filter_art_cfg.articulation_uid = "UR10_PGI"
+contact_filter_art_cfg.link_name_list = ["finger1_link", "finger2_link"]
+contact_filter_cfg.articulation_cfg_list = [contact_filter_art_cfg]
+
+# Only report contacts when both actors are in the filter list
+contact_filter_cfg.filter_need_both_actor = True
+
+# 2. Add Sensor to Simulation
+contact_sensor: ContactSensor = sim.add_sensor(sensor_cfg=contact_filter_cfg)
+
+# 3. Update and Retrieve Contact Data
+sim.update(step=1)
+contact_sensor.update()
+contact_report = contact_sensor.get_data()
+
+# 4. Filter contacts by specific user IDs
+cube2_user_ids = sim.get_rigid_object("cube2").get_user_ids()
+finger1_user_ids = sim.get_robot("UR10_PGI").get_user_ids("finger1_link").reshape(-1)
+filter_user_ids = torch.cat([cube2_user_ids, finger1_user_ids])
+filter_contact_report = contact_sensor.filter_by_user_ids(filter_user_ids)
+
+# 5. Visualize Contact Points
+contact_sensor.set_contact_point_visibility(
+    visible=True, 
+    rgba=(0.0, 0.0, 1.0, 1.0),  # Blue color
+    point_size=6.0
+)
+```
+
+### Observation Data
+
+Retrieve contact data using `contact_sensor.get_data()`. The data is returned as a dictionary of tensors on the specified device.
+
+| Key | Data Type | Shape | Description |
+| :--- | :--- | :--- | :--- |
+| `position` | `torch.float32` | `(n_contact, 3)` | Contact positions in arena frame (world coordinates minus arena offset). |
+| `normal` | `torch.float32` | `(n_contact, 3)` | Contact normal vectors. |
+| `friction` | `torch.float32` | `(n_contact, 3)` | Contact friction forces. *Note: Currently this value may not be accurate.* |
+| `impulse` | `torch.float32` | `(n_contact,)` | Contact impulse magnitudes. |
+| `distance` | `torch.float32` | `(n_contact,)` | Contact penetration distances. |
+| `user_ids` | `torch.int32` | `(n_contact, 2)` | Pair of user IDs for the two actors in contact. Use with `rigid_object.get_user_ids()` to identify objects. |
+| `env_ids` | `torch.int32` | `(n_contact,)` | Environment IDs indicating which parallel environment each contact belongs to. |
+
+*Note: `N` represents the number of contacts detected.*
+
+### Additional Methods
+
+- **`filter_by_user_ids(item_user_ids)`**: Filter contact report to include only contacts involving specific user IDs.
+- **`set_contact_point_visibility(visible, rgba, point_size)`**: Enable/disable visualization of contact points with customizable color and size.
\ No newline at end of file
diff --git a/embodichain/lab/sim/cfg.py b/embodichain/lab/sim/cfg.py
index cedb59ed..5e2b7e95 100644
--- a/embodichain/lab/sim/cfg.py
+++ b/embodichain/lab/sim/cfg.py
@@ -19,7 +19,7 @@
 import numpy as np
 import torch
 
-from typing import Sequence, Union, Dict, Literal, List, Any
+from typing import Sequence, Union, Dict, Literal, List, Any, Optional
 from dataclasses import field, MISSING
 
 from dexsim.types import (
diff --git a/embodichain/lab/sim/objects/articulation.py b/embodichain/lab/sim/objects/articulation.py
index e18eb79a..86b482b4 100644
--- a/embodichain/lab/sim/objects/articulation.py
+++ b/embodichain/lab/sim/objects/articulation.py
@@ -20,7 +20,7 @@
 
 from dataclasses import dataclass
 from functools import cached_property
-from typing import List, Sequence, Dict, Union, Tuple
+from typing import List, Sequence, Dict, Union, Tuple, Optional
 
 from dexsim.engine import Articulation as _Articulation
 from dexsim.types import (
@@ -1132,15 +1132,18 @@ def set_drive(
                 drive_args["joint_friction"] = friction[i].cpu().numpy()
             self._entities[env_idx].set_drive(**drive_args)
 
-    def get_user_ids(self) -> torch.Tensor:
+    def get_user_ids(self, link_name: str | None = None) -> torch.Tensor:
         """Get the user ids of the articulation.
 
+        Args:
+            link_name: (str | None): The name of the link. If None, returns user ids for all links.
+
         Returns:
-            torch.Tensor: The user ids of the articulation with shape (N, num_link).
+            torch.Tensor: The user ids of the articulation with shape (N, 1) for given link_name or (N, num_links) if link_name is None.
         """
         return torch.as_tensor(
             np.array(
-                [entity.get_user_ids() for entity in self._entities],
+                [entity.get_user_ids(link_name) for entity in self._entities],
             ),
             dtype=torch.int32,
             device=self.device,
diff --git a/embodichain/lab/sim/sensors/__init__.py b/embodichain/lab/sim/sensors/__init__.py
index 36c4d0e6..2e57ca42 100644
--- a/embodichain/lab/sim/sensors/__init__.py
+++ b/embodichain/lab/sim/sensors/__init__.py
@@ -17,3 +17,8 @@
 from .base_sensor import BaseSensor, SensorCfg
 from .camera import Camera, CameraCfg
 from .stereo import StereoCamera, StereoCameraCfg
+from .contact_sensor import (
+    ContactSensor,
+    ContactSensorCfg,
+    ArticulationContactFilterCfg,
+)
diff --git a/embodichain/lab/sim/sensors/contact_sensor.py b/embodichain/lab/sim/sensors/contact_sensor.py
new file mode 100644
index 00000000..18efadc5
--- /dev/null
+++ b/embodichain/lab/sim/sensors/contact_sensor.py
@@ -0,0 +1,368 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+from __future__ import annotations
+
+import dexsim
+import math
+import torch
+
+from typing import Union, Tuple, Sequence, List, Optional, Dict
+
+from embodichain.lab.sim.sensors import BaseSensor, SensorCfg
+from embodichain.utils import logger, configclass
+import uuid
+import numpy as np
+
+
+@configclass
+class ContactSensorCfg(SensorCfg):
+    """Base class for sensor abstraction in the simulation engine.
+
+    Sensors should inherit from this class and implement the `update` and `get_data` methods.
+    """
+
+    rigid_uid_list: List[str] = []
+    """rigid body contact filter configs"""
+
+    articulation_cfg_list: List[ArticulationContactFilterCfg] = []
+    """articulation link contact filter configs"""
+
+    filter_need_both_actor: bool = True
+    """Whether to filter contact only when both actors are in the filter list."""
+
+    sensor_type: str = "ContactSensor"
+
+
+@configclass
+class ArticulationContactFilterCfg:
+    articulation_uid: str = ""
+    """Articulation unique identifier."""
+
+    link_name_list: List[str] = []
+    """link names in the articulation whose contacts need to be filtered."""
+
+
+class ContactSensor(BaseSensor):
+    """Sensor to get contacts from rigid body and articulation links."""
+
+    SUPPORTED_DATA_TYPES = [
+        "position",
+        "normal",
+        "friction",
+        "impulse",
+        "distance",
+        "user_ids",
+        "env_ids",
+    ]
+
+    def __init__(
+        self, config: ContactSensorCfg, device: torch.device = torch.device("cpu")
+    ) -> None:
+        from embodichain.lab.sim import SimulationManager
+
+        self._sim = SimulationManager.get_instance()
+        """simulation manager reference"""
+
+        self.item_user_ids: Optional[torch.Tensor] = None
+        """Dexsim userid of the contact filter items."""
+
+        self.item_env_ids: Optional[torch.Tensor] = None
+        """Environment ids of the contact filter items."""
+
+        self.item_user_env_ids_map: Optional[torch.Tensor] = None
+        """Map from dexsim userid to environment id."""
+
+        self._data_buffer = {
+            "position": torch.empty((0, 3), device=device),
+            "normal": torch.empty((0, 3), device=device),
+            "friction": torch.empty((0, 3), device=device),
+            "impulse": torch.empty((0,), device=device),
+            "distance": torch.empty((0,), device=device),
+            "user_ids": torch.empty((0, 2), dtype=torch.int32, device=device),
+            "env_ids": torch.empty((0,), dtype=torch.int32, device=device),
+        }
+        """
+            position: [num_contacts, 3] tensor, contact position in arena frame
+            normal: [num_contacts, 3] tensor, contact normal
+            friction: [num_contacts, 3] tensor, contact friction. Currently this value is not accurate.
+            impulse: [num_contacts, ] tensor, contact impulse
+            distance: [num_contacts, ] tensor, contact distance
+            user_ids: [num_contacts, 2] of int, contact user ids
+                , use rigid_object.get_user_id() and find which object it belongs to.
+            env_ids: [num_contacts, ] of int, which arena the contact belongs to.
+        """
+
+        self._visualizer: Optional[dexsim.models.PointCloud] = None
+        """contact point visualizer. Default to None"""
+        self.device = device
+        super().__init__(config, device)
+
+    def _precompute_filter_ids(self, config: ContactSensorCfg):
+        self.item_user_ids = torch.tensor([], dtype=torch.int32, device=self.device)
+        self.item_env_ids = torch.tensor([], dtype=torch.int32, device=self.device)
+        self.item_user_env_ids_map = torch.tensor(
+            [], dtype=torch.int32, device=self.device
+        )
+        for rigid_uid in config.rigid_uid_list:
+            rigid_object = self._sim.get_rigid_object(rigid_uid)
+            if rigid_object is None:
+                logger.log_warning(
+                    f"Rigid body with uid '{rigid_uid}' not found in simulation."
+                )
+                continue
+            self.item_user_ids = torch.cat(
+                (self.item_user_ids, rigid_object.get_user_ids())
+            )
+            env_ids = torch.tensor(
+                rigid_object._all_indices, dtype=torch.int32, device=self.device
+            )
+            self.item_env_ids = torch.cat((self.item_env_ids, env_ids))
+
+        for articulation_cfg in config.articulation_cfg_list:
+            articulation = self._sim.get_articulation(articulation_cfg.articulation_uid)
+            if articulation is None:
+                articulation = self._sim.get_robot(articulation_cfg.articulation_uid)
+            if articulation is None:
+                logger.log_warning(
+                    f"Articulation with uid '{articulation_cfg.articulation_uid}' not found in simulation."
+                )
+                continue
+            all_link_names = articulation.link_names
+            link_names = (
+                all_link_names
+                if len(articulation_cfg.link_name_list) == 0
+                else articulation_cfg.link_name_list
+            )
+            for link_name in link_names:
+                if link_name not in all_link_names:
+                    logger.log_warning(
+                        f"Link {link_name} not found in articulation {articulation_cfg.uid}."
+                    )
+                    continue
+                link_user_ids = articulation.get_user_ids(link_name).reshape(-1)
+                self.item_user_ids = torch.cat((self.item_user_ids, link_user_ids))
+                env_ids = torch.tensor(
+                    articulation._all_indices, dtype=torch.int32, device=self.device
+                )
+                self.item_env_ids = torch.cat((self.item_env_ids, env_ids))
+        # build user_id to env_id map
+        max_user_id = int(self.item_user_ids.max().item())
+        self.item_user_env_ids_map = torch.full(
+            size=(max_user_id + 1,),
+            fill_value=-1,
+            dtype=self.item_user_ids.dtype,
+            device=self.device,
+        )
+        self.item_user_env_ids_map[self.item_user_ids] = self.item_env_ids
+
+    def _build_sensor_from_config(self, config: ContactSensorCfg, device: torch.device):
+        self._precompute_filter_ids(config)
+        self._world: dexsim.World = dexsim.default_world()
+        self._ps = self._world.get_physics_scene()
+        world_config = dexsim.get_world_config()
+        self.is_use_gpu_physics = device.type == "cuda" and world_config.enable_gpu_sim
+        if self.is_use_gpu_physics:
+            MAX_CONTACT = 65536
+            self.contact_data_buffer = torch.zeros(
+                MAX_CONTACT, 11, dtype=torch.float32, device=device
+            )
+            self.contact_user_ids_buffer = torch.zeros(
+                MAX_CONTACT, 2, dtype=torch.int32, device=device
+            )
+        else:
+            self._ps.enable_contact_data_update_on_cpu(True)
+
+    def update(self, **kwargs) -> None:
+        """Update the sensor state based on the current simulation state.
+
+        This method is called periodically to ensure the sensor data is up-to-date.
+
+        Args:
+            **kwargs: Additional keyword arguments for sensor update.
+        """
+
+        if not self.is_use_gpu_physics:
+            contact_data_np, body_user_indices_np = self._ps.get_cpu_contact_buffer()
+            n_contact = contact_data_np.shape[0]
+            contact_data = torch.tensor(
+                contact_data_np, dtype=torch.float32, device=self.device
+            )
+            body_user_indices = torch.tensor(
+                body_user_indices_np, dtype=torch.int32, device=self.device
+            )
+        else:
+            n_contact = self._ps.gpu_fetch_contact_data(
+                self.contact_data_buffer, self.contact_user_ids_buffer
+            )
+            contact_data = self.contact_data_buffer[:n_contact]
+            body_user_indices = self.contact_user_ids_buffer[:n_contact]
+        if n_contact == 0:
+            self._data_buffer = {
+                "position": torch.empty((0, 3), device=self.device),
+                "normal": torch.empty((0, 3), device=self.device),
+                "friction": torch.empty((0, 3), device=self.device),
+                "impulse": torch.empty((0,), device=self.device),
+                "distance": torch.empty((0,), device=self.device),
+                "user_ids": torch.empty((0, 2), dtype=torch.int32, device=self.device),
+                "env_ids": torch.empty((0,), dtype=torch.int32, device=self.device),
+            }
+            return
+
+        filter0_mask = torch.isin(body_user_indices[:, 0], self.item_user_ids)
+        filter1_mask = torch.isin(body_user_indices[:, 1], self.item_user_ids)
+        if self.cfg.filter_need_both_actor:
+            filter_mask = torch.logical_and(filter0_mask, filter1_mask)
+        else:
+            filter_mask = torch.logical_or(filter0_mask, filter1_mask)
+
+        filtered_contact_data = contact_data[filter_mask]
+        filtered_user_ids = body_user_indices[filter_mask]
+        filtered_env_ids = self.item_user_env_ids_map[filtered_user_ids[:, 0]]
+        # generate contact report
+        contact_offsets = self._sim.arena_offsets[filtered_env_ids]
+        filtered_contact_data[:, 0:3] = (
+            filtered_contact_data[:, 0:3] - contact_offsets
+        )  # minus arean offsets
+        self._data_buffer["position"] = filtered_contact_data[:, 0:3]
+        self._data_buffer["normal"] = filtered_contact_data[:, 3:6]
+        self._data_buffer["friction"] = filtered_contact_data[:, 6:9]
+        self._data_buffer["impulse"] = filtered_contact_data[:, 9]
+        self._data_buffer["distance"] = filtered_contact_data[:, 10]
+        self._data_buffer["user_ids"] = filtered_user_ids
+        self._data_buffer["env_ids"] = filtered_env_ids
+
+    def get_arena_pose(self, to_matrix: bool = False) -> torch.Tensor:
+        """Not used.
+
+        Args:
+            to_matrix: If True, return the pose as a 4x4 transformation matrix.
+
+        Returns:
+            A tensor representing the pose of the sensor in the arena frame.
+        """
+        logger.log_error("`get_arena_pose` for contact sensor is not implemented yet.")
+        return None
+
+    def get_local_pose(self, to_matrix: bool = False) -> torch.Tensor:
+        """Get the local pose of the camera.
+
+        Args:
+            to_matrix (bool): If True, return the pose as a 4x4 matrix. If False, return as a quaternion.
+
+        Returns:
+            torch.Tensor: The local pose of the camera.
+        """
+        logger.log_error("`get_local_pose` for contact sensor is not implemented yet.")
+        return None
+
+    def set_local_pose(
+        self, pose: torch.Tensor, env_ids: Sequence[int] | None = None
+    ) -> None:
+        """Set the local pose of the camera.
+
+        Note: The pose should be in the OpenGL coordinate system, which means the Y is up and Z is forward.
+
+        Args:
+            pose (torch.Tensor): The local pose to set, should be a 4x4 transformation matrix.
+            env_ids (Sequence[int] | None): The environment IDs to set the pose for. If None, set for all environments.
+        """
+        logger.log_error("`set_local_pose` for contact sensor is not implemented yet.")
+        return None
+
+    def get_data(self, copy: bool = True) -> Dict[str, torch.Tensor]:
+        """Retrieve data from the sensor.
+
+        Args:
+            copy: If True, return a copy of the data buffer. Defaults to True.
+        Returns:
+            Dict:{
+                "position": Tensor of float32 (num_contact, 3) representing the contact positions,
+                "normal": Tensor of float32 (num_contact, 3) representing the contact normals,
+                "friction": Tensor of float32 (num_contact, 3) representing the contact friction,
+                "impulse": Tensor of float32 (num_contact, ) representing the contact impulses,
+                "distance": Tensor of float32 (num_contact, ) representing the contact distances,
+                "user_ids": Tensor of int32 (num_contact, ) representing contact user ids
+                        , use rigid_object.get_user_id() and find which object it belongs to.
+                "env_ids": [num_contacts, ] of int, which arena the contact belongs to.
+            }
+        """
+        if copy:
+            return {key: value.clone() for key, value in self._data_buffer.items()}
+        return self._data_buffer
+
+    def filter_by_user_ids(self, item_user_ids: torch.Tensor):
+        """Filter contact report by specific user IDs.
+
+        Args:
+            item_user_ids (torch.Tensor): Tensor of user IDs to filter by.
+
+        Returns:
+            data: A new ContactReport instance containing only the filtered contacts.
+        """
+        filter0_mask = torch.isin(self._data_buffer["user_ids"][:, 0], item_user_ids)
+        filter1_mask = torch.isin(self._data_buffer["user_ids"][:, 1], item_user_ids)
+        if self.cfg.filter_need_both_actor:
+            filter_mask = torch.logical_and(filter0_mask, filter1_mask)
+        else:
+            filter_mask = torch.logical_or(filter0_mask, filter1_mask)
+        return {
+            "position": self._data_buffer["position"][filter_mask],
+            "normal": self._data_buffer["normal"][filter_mask],
+            "friction": self._data_buffer["friction"][filter_mask],
+            "impulse": self._data_buffer["impulse"][filter_mask],
+            "distance": self._data_buffer["distance"][filter_mask],
+            "user_ids": self._data_buffer["user_ids"][filter_mask],
+            "env_ids": self._data_buffer["env_ids"][filter_mask],
+        }
+
+    def set_contact_point_visibility(
+        self,
+        visible: bool = True,
+        rgba: Optional[Sequence[int]] = None,
+        point_size: float = 3.0,
+    ):
+        if visible:
+            contact_position_arena = self._data_buffer["position"]
+            contact_offsets = self._sim.arena_offsets[self._data_buffer["env_ids"]]
+            contact_position_world = contact_position_arena + contact_offsets
+            if self._visualizer is None:
+                # create new visualizer
+                temp_str = uuid.uuid4().hex
+                self._visualizer = self._sim.get_env().create_point_cloud(name=temp_str)
+            else:
+                # update existing visualizer points
+                self._visualizer.clear()
+            rgba = rgba if rgba is not None else (0.8, 0.2, 0.2, 1.0)
+            if len(rgba) != 4:
+                logger.log_error(
+                    f"Invalid rgba {rgba}, should be a sequence of 4 floats."
+                )
+            rgba = np.array(
+                [
+                    rgba[0],
+                    rgba[1],
+                    rgba[2],
+                    rgba[3],
+                ]
+            )
+            self._visualizer.add_points(
+                points=contact_position_world.to("cpu").numpy(), color=rgba
+            )
+            # self._visualizer.set_point_size(point_size)
+        else:
+            if isinstance(self._visualizer, dexsim.models.PointCloud):
+                self._visualizer.clear()
diff --git a/embodichain/lab/sim/sim_manager.py b/embodichain/lab/sim/sim_manager.py
index ddb2dabb..1f9c6626 100644
--- a/embodichain/lab/sim/sim_manager.py
+++ b/embodichain/lab/sim/sim_manager.py
@@ -14,6 +14,8 @@
 # limitations under the License.
 # ----------------------------------------------------------------------------
 
+from __future__ import annotations
+
 import os
 import sys
 import dexsim
@@ -62,6 +64,7 @@
     BaseSensor,
     Camera,
     StereoCamera,
+    ContactSensor,
 )
 from embodichain.lab.sim.cfg import (
     PhysicsCfg,
@@ -155,15 +158,41 @@ class SimulationManager:
             - physics simulation management, eg. time step, manual update, etc.
             - interactive control via gizmo and window callbacks events.
 
+    This class implements the singleton pattern to ensure only one instance exists at a time.
+
     Args:
         sim_config (SimulationManagerCfg, optional): simulation configuration. Defaults to SimulationManagerCfg().
     """
 
-    SUPPORTED_SENSOR_TYPES = {"Camera": Camera, "StereoCamera": StereoCamera}
+    _instance = None
+    _is_initialized = False
+
+    SUPPORTED_SENSOR_TYPES = {
+        "Camera": Camera,
+        "StereoCamera": StereoCamera,
+        "ContactSensor": ContactSensor,
+    }
+
+    def __new__(cls, sim_config: SimulationManagerCfg = SimulationManagerCfg()):
+        """Create or return the singleton instance."""
+        if cls._instance is None:
+            cls._instance = super(SimulationManager, cls).__new__(cls)
+        return cls._instance
 
     def __init__(
         self, sim_config: SimulationManagerCfg = SimulationManagerCfg()
     ) -> None:
+        # Skip initialization if already initialized
+        if self._is_initialized:
+            logger.log_warning(
+                "SimulationManager is already initialized. Skipping re-initialization. "
+                "Use SimulationManager.get_instance() to get the existing instance or "
+                "SimulationManager.reset() to create a new instance."
+            )
+            return
+
+        # Mark as initialized
+        SimulationManager._is_initialized = True
         # Cache paths
         self._sim_cache_dir = SIM_CACHE_DIR
         self._material_cache_dir = MATERIAL_CACHE_DIR
@@ -248,6 +277,43 @@ def __init__(
 
         self._build_multiple_arenas(sim_config.num_envs)
 
+    @classmethod
+    def get_instance(cls) -> SimulationManager:
+        """Get the singleton instance of SimulationManager.
+
+        Returns:
+            SimulationManager: The singleton instance.
+
+        Raises:
+            RuntimeError: If the instance has not been created yet.
+        """
+        if cls._instance is None:
+            logger.log_error(
+                "SimulationManager has not been instantiated yet. "
+                "Create an instance first using SimulationManager(sim_config)."
+            )
+        return cls._instance
+
+    @classmethod
+    def reset(cls) -> None:
+        """Reset the singleton instance.
+
+        This allows creating a new instance with different configuration.
+        """
+        if cls._instance is not None:
+            logger.log_info("Resetting SimulationManager singleton instance.")
+        cls._instance = None
+        cls._is_initialized = False
+
+    @classmethod
+    def is_instantiated(cls) -> bool:
+        """Check if the singleton instance has been created.
+
+        Returns:
+            bool: True if the instance exists, False otherwise.
+        """
+        return cls._instance is not None
+
     @property
     def num_envs(self) -> int:
         """Get the number of arenas in the simulation.
@@ -884,6 +950,24 @@ def get_rigid_object_group(self, uid: str) -> RigidObjectGroup | None:
             return None
         return self._rigid_object_groups[uid]
 
+    @cached_property
+    def arena_offsets(self) -> torch.Tensor:
+        """Get the arena offsets for all arenas.
+
+        Returns:
+            torch.Tensor: The arena offsets of shape (num_arenas, 3).
+        """
+        env_list = [self._env] if len(self._arenas) == 0 else self._arenas
+        arena_offsets = torch.zeros(
+            (len(env_list), 3), dtype=torch.float32, device=self.device
+        )
+        for i, env in enumerate(env_list):
+            arena_position = env.get_root_node().get_world_pose()[:3, 3]
+            arena_offsets[i] = torch.tensor(
+                arena_position, dtype=torch.float32, device=self.device
+            )
+        return arena_offsets
+
     def _get_non_static_rigid_obj_num(self) -> int:
         """Get the number of non-static rigid objects in the scene.
 
@@ -1475,3 +1559,5 @@ def destroy(self) -> None:
 
         self._env.clean()
         self._world.quit()
+
+        self.reset()
diff --git a/examples/sim/sensors/create_contact_sensor.py b/examples/sim/sensors/create_contact_sensor.py
new file mode 100644
index 00000000..81fe967f
--- /dev/null
+++ b/examples/sim/sensors/create_contact_sensor.py
@@ -0,0 +1,298 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------
+
+"""
+This script demonstrates how to create a simulation scene using SimulationManager.
+It shows the basic setup of simulation context, adding objects, and sensors.
+"""
+
+import argparse
+import time
+import torch
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import (
+    RigidBodyAttributesCfg,
+)
+from embodichain.lab.sim.sensors import (
+    ContactSensorCfg,
+    ArticulationContactFilterCfg,
+)
+from embodichain.lab.sim.shapes import CubeCfg
+from embodichain.lab.sim.objects import RigidObject, RigidObjectCfg, Robot, RobotCfg
+from embodichain.data import get_data_path
+
+
+def create_cube(
+    sim: SimulationManager, uid: str, position: list = (0.0, 0.0, 0)
+) -> RigidObject:
+    """create cube
+
+    Args:
+        sim (SimulationManager): simulation manager
+        uid (str): uid of the rigid object
+        position (list, optional): init position. Defaults to (0., 0., 0).
+
+    Returns:
+        RigidObject: rigid object
+    """
+    cube_size = (0.025, 0.025, 0.025)
+    cube: RigidObject = sim.add_rigid_object(
+        cfg=RigidObjectCfg(
+            uid=uid,
+            shape=CubeCfg(size=cube_size),
+            body_type="dynamic",
+            attrs=RigidBodyAttributesCfg(
+                mass=0.1,
+                dynamic_friction=0.9,
+                static_friction=0.95,
+                restitution=0.01,
+                sleep_threshold=0.0,
+            ),
+            init_pos=position,
+        )
+    )
+    return cube
+
+
+def robot_grasp_pose(robot: Robot, cube: RigidObject, sim: SimulationManager):
+    sim.update(step=100)
+    arm_ids = robot.get_joint_ids("arm")
+    gripper_ids = robot.get_joint_ids("hand")
+    rest_arm_qpos = robot.get_qpos()[:, arm_ids]
+    ee_xpos = robot.compute_fk(qpos=rest_arm_qpos, name="arm", to_matrix=True)
+    target_xpos = ee_xpos.clone()
+    cube_xpos = cube.get_local_pose(to_matrix=True)
+    cube_position = cube_xpos[:, :3, 3]
+
+    target_xpos[:, :3, 3] = cube_position
+
+    approach_xpos = target_xpos.clone()
+    approach_xpos[:, 2, 3] += 0.1
+
+    is_success, approach_qpos = robot.compute_ik(
+        pose=approach_xpos, joint_seed=rest_arm_qpos, name="arm"
+    )
+    is_success, target_qpos = robot.compute_ik(
+        pose=target_xpos, joint_seed=approach_qpos, name="arm"
+    )
+    robot.set_qpos(approach_qpos, joint_ids=arm_ids)
+    sim.update(step=40)
+
+    robot.set_qpos(target_qpos, joint_ids=arm_ids)
+    sim.update(step=40)
+    hand_close_qpos = (
+        torch.tensor([0.025, 0.025], device=sim.device)
+        .unsqueeze(0)
+        .repeat(sim.num_envs, 1)
+    )
+    robot.set_qpos(hand_close_qpos, joint_ids=gripper_ids)
+    sim.update(step=20)
+
+
+def create_robot(
+    sim: SimulationManager, uid: str, position: list = (0.0, 0.0, 0)
+) -> Robot:
+    """create robot
+
+    Args:
+        sim (SimulationManager): _description_
+        uid (str): _description_
+        position (list, optional): _description_. Defaults to (0., 0., 0).
+
+    Returns:
+        Robot: _description_
+    """
+    ur10_urdf_path = get_data_path("UniversalRobots/UR10/UR10.urdf")
+    pgi_urdf_path = get_data_path("DH_PGC_140_50/DH_PGC_140_50.urdf")
+    robot_cfg_dict = {
+        "uid": uid,
+        "urdf_cfg": {
+            "components": [
+                {
+                    "component_type": "arm",
+                    "urdf_path": ur10_urdf_path,
+                    "transform": [
+                        [1.0, 0.0, 0.0, 0.0],
+                        [0.0, 1.0, 0.0, 0.0],
+                        [0.0, 0.0, 1.0, 0.0],
+                        [0.0, 0.0, 0.0, 1.0],
+                    ],
+                },
+                {
+                    "component_type": "hand",
+                    "urdf_path": pgi_urdf_path,
+                    "transform": [
+                        [1.0, 0.0, 0.0, 0.0],
+                        [0.0, 1.0, 0.0, 0.0],
+                        [0.0, 0.0, 1.0, 0.0],
+                        [0.0, 0.0, 0.0, 1.0],
+                    ],
+                },
+            ],
+        },
+        "init_pos": position,
+        "init_qpos": [0.0, -1.57, 1.57, -1.57, -1.57, 0.0, 0.0, 0.0],
+        "drive_pros": {
+            "stiffness": {"JOINT[1-6]": 1e4, "FINGER[1-2]_JOINT": 1e2},
+            "damping": {"JOINT[1-6]": 1e3, "FINGER[1-2]_JOINT": 1e1},
+            "max_effort": {"JOINT[1-6]": 1e5, "FINGER[1-2]_JOINT": 1e3},
+        },
+        "solver_cfg": {
+            "arm": {
+                "class_type": "PytorchSolver",
+                "end_link_name": "ee_link",
+                "root_link_name": "base_link",
+                "tcp": [
+                    [1.0, 0.0, 0.0, 0.0],
+                    [0.0, 1.0, 0.0, 0.0],
+                    [0.0, 0.0, 1.0, 0.13],
+                    [0.0, 0.0, 0.0, 1.0],
+                ],
+            }
+        },
+        "control_parts": {"arm": ["JOINT[1-6]"], "hand": ["FINGER[1-2]_JOINT"]},
+    }
+    robot: Robot = sim.add_robot(cfg=RobotCfg.from_dict(robot_cfg_dict))
+    return robot
+
+
+def main():
+    """Main function to create and run the simulation scene."""
+
+    # Parse command line arguments
+    parser = argparse.ArgumentParser(
+        description="Create a simulation scene with SimulationManager"
+    )
+    parser.add_argument(
+        "--headless",
+        action="store_true",
+        default=False,
+        help="Run simulation in headless mode",
+    )
+    parser.add_argument(
+        "--num_envs", type=int, default=64, help="Number of parallel environments"
+    )
+    parser.add_argument(
+        "--device", type=str, default="cpu", help="Simulation device (cuda or cpu)"
+    )
+    parser.add_argument(
+        "--enable_rt",
+        action="store_true",
+        default=False,
+        help="Enable ray tracing for better visuals",
+    )
+    args = parser.parse_args()
+
+    # Configure the simulation
+    sim_cfg = SimulationManagerCfg(
+        width=1920,
+        height=1080,
+        num_envs=args.num_envs,
+        headless=True,
+        physics_dt=1.0 / 100.0,  # Physics timestep (100 Hz)
+        sim_device=args.device,
+        enable_rt=args.enable_rt,  # Enable ray tracing for better visuals
+    )
+
+    # Create the simulation instance
+    sim = SimulationManager(sim_cfg)
+
+    # Add objects to the scene
+    cube0 = create_cube(sim, "cube0", position=[0.0, 0.0, 0.03])
+    cube1 = create_cube(sim, "cube1", position=[0.0, 0.0, 0.06])
+    cube2 = create_cube(sim, "cube2", position=[0.0, 0.0, 0.09])
+    robot = create_robot(sim, "UR10_PGI", position=[0.5, 0.0, 0.0])
+
+    print("[INFO]: Scene setup complete!")
+    print(f"[INFO]: Running simulation with {args.num_envs} environment(s)")
+    print("[INFO]: Press Ctrl+C to stop the simulation")
+
+    # Open window when the scene has been set up
+    if not args.headless:
+        sim.open_window()
+
+    robot_grasp_pose(robot, cube2, sim)
+    # Run the simulation
+    run_simulation(sim)
+
+
+def run_simulation(sim: SimulationManager):
+    """Run the simulation loop.
+
+    Args:
+        sim: The SimulationManager instance to run
+    """
+
+    # Initialize GPU physics if using CUDA
+    if sim.is_use_gpu_physics:
+        sim.init_gpu_physics()
+
+    step_count = 0
+    # contact filter config
+    contact_filter_cfg = ContactSensorCfg()
+    contact_filter_cfg.rigid_uid_list = ["cube0", "cube1", "cube2"]
+    contact_filter_art_cfg = ArticulationContactFilterCfg()
+    contact_filter_art_cfg.articulation_uid = "UR10_PGI"
+    contact_filter_art_cfg.link_name_list = ["finger1_link", "finger2_link"]
+    contact_filter_cfg.articulation_cfg_list = [contact_filter_art_cfg]
+    contact_filter_cfg.filter_need_both_actor = True
+
+    contact_sensor = sim.add_sensor(sensor_cfg=contact_filter_cfg)
+
+    try:
+        accmulated_cost_time = 0.0
+        while True:
+            # Update physics simulation
+            sim.update(step=1)
+            start_time = time.time()
+            contact_sensor.update()
+            contact_report = contact_sensor.get_data()
+            accmulated_cost_time += time.time() - start_time
+            step_count += 1
+
+            # Print FPS every second
+            if step_count % 100 == 0:
+                average_cost_time = accmulated_cost_time / 100.0
+                print(
+                    f"[INFO]: Fetch contact cost time: {average_cost_time * 1000:.2f} ms, num_envs: {sim.num_envs}"
+                )
+                # filter contact report for a rigid object with a articulation link
+                cube2_user_ids = sim.get_rigid_object("cube2").get_user_ids()
+                finger1_user_ids = (
+                    sim.get_robot("UR10_PGI").get_user_ids("finger1_link").reshape(-1)
+                )
+                filter_user_ids = torch.cat([cube2_user_ids, finger1_user_ids])
+                filter_contact_report = contact_sensor.filter_by_user_ids(
+                    filter_user_ids
+                )
+                # print("filter_contact_report", filter_contact_report)
+                # visualize contact points
+                contact_sensor.set_contact_point_visibility(
+                    visible=True, rgba=(0.0, 0.0, 1.0, 1.0), point_size=6.0
+                )
+                accmulated_cost_time = 0.0
+
+    except KeyboardInterrupt:
+        print("\n[INFO]: Stopping simulation...")
+    finally:
+        # Clean up resources
+        sim.destroy()
+        print("[INFO]: Simulation terminated successfully")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/pyproject.toml b/pyproject.toml
index daecb0e4..50fef254 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,7 +26,7 @@ dynamic = ["version"]
 # Core install dependencies (kept from requirements.txt). Some VCS links are
 # specified using PEP 508 direct references where present.
 dependencies = [
-  "dexsim_engine==0.3.8",
+  "dexsim_engine==0.3.9",
   "setuptools>=78.1.1",
   "gymnasium>=0.29.1",
   "toppra==0.6.3",
diff --git a/scripts/tutorials/sim/create_sensor.py b/scripts/tutorials/sim/create_sensor.py
index 1ae8f5b6..128ca677 100644
--- a/scripts/tutorials/sim/create_sensor.py
+++ b/scripts/tutorials/sim/create_sensor.py
@@ -20,9 +20,7 @@
 """
 
 import argparse
-import cv2
 import numpy as np
-import time
 import torch
 
 torch.set_printoptions(precision=4, sci_mode=False)
diff --git a/tests/sim/sensors/test_contact.py b/tests/sim/sensors/test_contact.py
new file mode 100644
index 00000000..1b0e0709
--- /dev/null
+++ b/tests/sim/sensors/test_contact.py
@@ -0,0 +1,240 @@
+# ----------------------------------------------------------------------------
+# Copyright (c) 2021-2025 DexForce Technology Co., Ltd.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ----------------------------------------------------------------------------,
+
+import pytest
+import torch
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.sensors import StereoCamera, SensorCfg
+import time
+import torch
+
+from embodichain.lab.sim import SimulationManager, SimulationManagerCfg
+from embodichain.lab.sim.cfg import (
+    RigidBodyAttributesCfg,
+)
+from embodichain.lab.sim.sensors import (
+    ContactSensorCfg,
+    ArticulationContactFilterCfg,
+)
+from embodichain.lab.sim.shapes import CubeCfg
+from embodichain.lab.sim.objects import RigidObject, RigidObjectCfg, Robot, RobotCfg
+from embodichain.data import get_data_path
+
+NUM_ENVS = 4
+
+
+class ContactTest:
+    def setup_simulation(self, sim_device, enable_rt):
+        sim_cfg = SimulationManagerCfg(
+            width=1920,
+            height=1080,
+            num_envs=2,
+            headless=True,
+            physics_dt=1.0 / 100.0,  # Physics timestep (100 Hz)
+            sim_device=sim_device,
+            enable_rt=enable_rt,  # Enable ray tracing for better visuals
+        )
+
+        # Create the simulation instance
+        self.sim = SimulationManager(sim_cfg)
+
+        # Add objects to the scene
+        cube2 = self.create_cube("cube2", position=[0.0, 0.0, 0.09])
+        self.robot = self.create_robot("UR10_PGI", position=[0.5, 0.0, 0.0])
+
+        contact_filter_cfg = ContactSensorCfg()
+        contact_filter_cfg.rigid_uid_list = ["cube2"]
+        contact_filter_art_cfg = ArticulationContactFilterCfg()
+        contact_filter_art_cfg.articulation_uid = "UR10_PGI"
+        contact_filter_art_cfg.link_name_list = ["finger1_link", "finger2_link"]
+        contact_filter_cfg.articulation_cfg_list = [contact_filter_art_cfg]
+        contact_filter_cfg.filter_need_both_actor = True
+        self.contact_sensor = self.sim.add_sensor(sensor_cfg=contact_filter_cfg)
+
+        self.to_grasp_pose(cube2)
+
+    def create_cube(self, uid: str, position: list = (0.0, 0.0, 0)) -> RigidObject:
+        """create cube
+
+        Args:
+            sim (SimulationManager): simulation manager
+            uid (str): uid of the rigid object
+            position (list, optional): init position. Defaults to (0., 0., 0).
+
+        Returns:
+            RigidObject: rigid object
+        """
+        cube_size = (0.025, 0.025, 0.025)
+        cube: RigidObject = self.sim.add_rigid_object(
+            cfg=RigidObjectCfg(
+                uid=uid,
+                shape=CubeCfg(size=cube_size),
+                body_type="dynamic",
+                attrs=RigidBodyAttributesCfg(
+                    mass=0.1,
+                    dynamic_friction=0.9,
+                    static_friction=0.95,
+                    restitution=0.01,
+                    sleep_threshold=0.0,
+                ),
+                init_pos=position,
+            )
+        )
+        return cube
+
+    def create_robot(self, uid: str, position: list = (0.0, 0.0, 0)) -> Robot:
+        """create robot
+
+        Args:
+            sim (SimulationManager): _description_
+            uid (str): _description_
+            position (list, optional): _description_. Defaults to (0., 0., 0).
+
+        Returns:
+            Robot: _description_
+        """
+        ur10_urdf_path = get_data_path("UniversalRobots/UR10/UR10.urdf")
+        pgi_urdf_path = get_data_path("DH_PGC_140_50/DH_PGC_140_50.urdf")
+        robot_cfg_dict = {
+            "uid": "UR10_PGI",
+            "urdf_cfg": {
+                "components": [
+                    {
+                        "component_type": "arm",
+                        "urdf_path": ur10_urdf_path,
+                        "transform": [
+                            [1.0, 0.0, 0.0, 0.0],
+                            [0.0, 1.0, 0.0, 0.0],
+                            [0.0, 0.0, 1.0, 0.0],
+                            [0.0, 0.0, 0.0, 1.0],
+                        ],
+                    },
+                    {
+                        "component_type": "hand",
+                        "urdf_path": pgi_urdf_path,
+                        "transform": [
+                            [1.0, 0.0, 0.0, 0.0],
+                            [0.0, 1.0, 0.0, 0.0],
+                            [0.0, 0.0, 1.0, 0.0],
+                            [0.0, 0.0, 0.0, 1.0],
+                        ],
+                    },
+                ],
+            },
+            "init_pos": position,
+            "init_qpos": [0.0, -1.57, 1.57, -1.57, -1.57, 0.0, 0.0, 0.0],
+            "drive_pros": {
+                "stiffness": {"JOINT[1-6]": 1e4, "FINGER[1-2]_JOINT": 1e2},
+                "damping": {"JOINT[1-6]": 1e3, "FINGER[1-2]_JOINT": 1e1},
+                "max_effort": {"JOINT[1-6]": 1e5, "FINGER[1-2]_JOINT": 1e3},
+            },
+            "solver_cfg": {
+                "arm": {
+                    "class_type": "PytorchSolver",
+                    "end_link_name": "ee_link",
+                    "root_link_name": "base_link",
+                    "tcp": [
+                        [1.0, 0.0, 0.0, 0.0],
+                        [0.0, 1.0, 0.0, 0.0],
+                        [0.0, 0.0, 1.0, 0.13],
+                        [0.0, 0.0, 0.0, 1.0],
+                    ],
+                }
+            },
+            "control_parts": {"arm": ["JOINT[1-6]"], "hand": ["FINGER[1-2]_JOINT"]},
+        }
+        robot: Robot = self.sim.add_robot(cfg=RobotCfg.from_dict(robot_cfg_dict))
+        return robot
+
+    def to_grasp_pose(self, cube: RigidObject):
+        self.sim.update(step=100)
+        arm_ids = self.robot.get_joint_ids("arm")
+        gripper_ids = self.robot.get_joint_ids("hand")
+        rest_arm_qpos = self.robot.get_qpos()[:, arm_ids]
+        ee_xpos = self.robot.compute_fk(qpos=rest_arm_qpos, name="arm", to_matrix=True)
+        target_xpos = ee_xpos.clone()
+        cube_xpos = cube.get_local_pose(to_matrix=True)
+        cube_position = cube_xpos[:, :3, 3]
+
+        target_xpos[:, :3, 3] = cube_position
+
+        approach_xpos = target_xpos.clone()
+        approach_xpos[:, 2, 3] += 0.1
+
+        is_success, approach_qpos = self.robot.compute_ik(
+            pose=approach_xpos, joint_seed=rest_arm_qpos, name="arm"
+        )
+        is_success, target_qpos = self.robot.compute_ik(
+            pose=target_xpos, joint_seed=approach_qpos, name="arm"
+        )
+        self.robot.set_qpos(approach_qpos, joint_ids=arm_ids)
+        self.sim.update(step=40)
+
+        self.robot.set_qpos(target_qpos, joint_ids=arm_ids)
+        self.sim.update(step=40)
+        hand_close_qpos = (
+            torch.tensor([0.025, 0.025], device=self.sim.device)
+            .unsqueeze(0)
+            .repeat(self.sim.num_envs, 1)
+        )
+        self.robot.set_qpos(hand_close_qpos, joint_ids=gripper_ids)
+        self.sim.update(step=20)
+
+    def test_fetch_contact(self):
+        self.sim.update(step=1)
+        self.contact_sensor.update()
+        contact_report = self.contact_sensor.get_data()
+        n_contacts = contact_report["position"].shape[0]
+        assert n_contacts > 0, "No contact detected."
+
+        cube2_user_ids = self.sim.get_rigid_object("cube2").get_user_ids()
+        finger1_user_ids = (
+            self.sim.get_robot("UR10_PGI").get_user_ids("finger1_link").reshape(-1)
+        )
+        filter_user_ids = torch.cat([cube2_user_ids, finger1_user_ids])
+        filter_contact_report = self.contact_sensor.filter_by_user_ids(filter_user_ids)
+        n_filtered_contact = filter_contact_report["position"].shape[0]
+        assert n_filtered_contact > 0, "No contact detected between gripper and cube."
+
+    def teardown_method(self):
+        """Clean up resources after each test method."""
+        self.sim.destroy()
+
+
+class TestContactRaster(ContactTest):
+    def setup_method(self):
+        self.setup_simulation("cpu", enable_rt=False)
+
+
+class TestContactRasterCuda(ContactTest):
+    def setup_method(self):
+        self.setup_simulation("cuda", enable_rt=False)
+
+
+class TestContactFastRT(ContactTest):
+    def setup_method(self):
+        self.setup_simulation("cpu", enable_rt=True)
+
+
+class TestContactFastRTCuda(ContactTest):
+    def setup_method(self):
+        self.setup_simulation("cuda", enable_rt=True)
+
+
+if __name__ == "__main__":
+    test = ContactTest()
+    test.setup_simulation("cuda", enable_rt=True)
+    test.test_fetch_contact()

From 5537539e5086e66d6a4cb95049886841cde1f884 Mon Sep 17 00:00:00 2001
From: Yueci Deng <dengyueci@qq.com>
Date: Mon, 19 Jan 2026 10:26:09 +0800
Subject: [PATCH 86/92] Improve Embodied Env function (#73)

---
 embodichain/lab/gym/envs/base_env.py     | 33 +++++++++++-
 embodichain/lab/gym/envs/embodied_env.py | 68 ++++--------------------
 2 files changed, 42 insertions(+), 59 deletions(-)

diff --git a/embodichain/lab/gym/envs/base_env.py b/embodichain/lab/gym/envs/base_env.py
index 15f5d3be..c2ab6d82 100644
--- a/embodichain/lab/gym/envs/base_env.py
+++ b/embodichain/lab/gym/envs/base_env.py
@@ -276,6 +276,27 @@ def _update_sim_state(self, **kwargs):
         # TODO: Add randomization event here.
         pass
 
+    def _hook_after_sim_step(
+        self,
+        obs: EnvObs,
+        action: EnvAction,
+        dones: torch.Tensor,
+        terminateds: torch.Tensor,
+        info: Dict,
+        **kwargs,
+    ) -> None:
+        """Hook function called after each simulation step.
+
+        Args:
+            obs: The observation dictionary.
+            action: The action taken by the agent.
+            dones: A tensor indicating which environments are done.
+            terminateds: A tensor indicating which environments are terminated.
+            info: A dictionary containing additional information.
+            **kwargs: Additional keyword arguments to be passed to the :meth:`_hook_after_sim_step` function.
+        """
+        pass
+
     def _initialize_episode(self, env_ids: Sequence[int] | None = None, **kwargs):
         """Initialize the simulation assets before each episode. Randomization can be performed at this stage.
 
@@ -496,12 +517,20 @@ def step(
             terminateds[:] = False
 
         dones = torch.logical_or(terminateds, truncateds)
+
+        self._hook_after_sim_step(
+            obs=obs,
+            action=action,
+            dones=dones,
+            terminateds=terminateds,
+            info=info,
+            **kwargs,
+        )
+
         reset_env_ids = dones.nonzero(as_tuple=False).squeeze(-1)
         if len(reset_env_ids) > 0:
             obs, _ = self.reset(options={"reset_ids": reset_env_ids})
 
-        # TODO: may be add hook for observation postprocessing.
-
         return obs, rewards, terminateds, truncateds, info
 
     def close(self) -> None:
diff --git a/embodichain/lab/gym/envs/embodied_env.py b/embodichain/lab/gym/envs/embodied_env.py
index 8ce31346..18c23e02 100644
--- a/embodichain/lab/gym/envs/embodied_env.py
+++ b/embodichain/lab/gym/envs/embodied_env.py
@@ -149,7 +149,6 @@ def __init__(self, cfg: EmbodiedEnvCfg, **kwargs):
 
         # TODO: Change to array like data structure to handle different demo action list length for across different arena.
         self.action_length: int = 0  # Set by create_demo_action_list
-        self._action_step_counter: int = 0  # Track steps within current action sequence
 
         extensions = getattr(cfg, "extensions", {}) or {}
 
@@ -257,54 +256,15 @@ def get_affordance(self, key: str, default: Any = None):
         """
         return self.affordance_datas.get(key, default)
 
-    def reset(
-        self, seed: int | None = None, options: dict | None = None
-    ) -> Tuple[EnvObs, Dict]:
-        obs, info = super().reset(seed=seed, options=options)
-        self._action_step_counter = 0  # Reset action step counter
-        return obs, info
-
-    def step(
-        self, action: EnvAction, **kwargs
-    ) -> Tuple[EnvObs, torch.Tensor, torch.Tensor, torch.Tensor, Dict[str, Any]]:
-        """Step the environment with the given action.
-
-        Extends BaseEnv.step() to integrate with DatasetManager for automatic
-        data collection and saving. The key is to:
-        1. Record obs-action pairs as they happen
-        2. Detect episode completion
-        3. Auto-save episodes BEFORE reset
-        4. Then perform the actual reset
-        """
-        self._elapsed_steps += 1
-        self._action_step_counter += 1  # Increment action sequence counter
-
-        action = self._step_action(action=action)
-        self.sim.update(self.sim_cfg.physics_dt, self.cfg.sim_steps_per_control)
-        self._update_sim_state(**kwargs)
-
-        obs = self.get_obs(**kwargs)
-        info = self.get_info(**kwargs)
-        rewards = self.get_reward(obs=obs, action=action, info=info)
-
-        # Check termination conditions
-        terminateds = torch.logical_or(
-            info.get(
-                "success",
-                torch.zeros(self.num_envs, dtype=torch.bool, device=self.device),
-            ),
-            info.get(
-                "fail", torch.zeros(self.num_envs, dtype=torch.bool, device=self.device)
-            ),
-        )
-        truncateds = self.check_truncated(obs=obs, info=info)
-        if self.cfg.ignore_terminations:
-            terminateds[:] = False
-
-        # Detect which environments need reset
-        dones = torch.logical_or(terminateds, truncateds)
-        reset_env_ids = dones.nonzero(as_tuple=False).squeeze(-1)
-
+    def _hook_after_sim_step(
+        self,
+        obs: EnvObs,
+        action: EnvAction,
+        dones: torch.Tensor,
+        terminateds: torch.Tensor,
+        info: Dict,
+        **kwargs,
+    ):
         # Call dataset manager with mode="save": it will record and auto-save if dones=True
         if self.cfg.dataset:
             if "save" in self.dataset_manager.available_modes:
@@ -318,12 +278,6 @@ def step(
                     info=info,
                 )
 
-        # Now perform reset for completed environments
-        if len(reset_env_ids) > 0:
-            obs, _ = self.reset(options={"reset_ids": reset_env_ids})
-
-        return obs, rewards, terminateds, truncateds, info
-
     def _extend_obs(self, obs: EnvObs, **kwargs) -> EnvObs:
         if self.observation_manager:
             obs = self.observation_manager.compute(obs)
@@ -533,8 +487,8 @@ def check_truncated(self, obs: EnvObs, info: Dict[str, Any]) -> torch.Tensor:
             A boolean tensor indicating truncation for each environment in the batch.
         """
         # Check if action sequence has reached its end
-        if self.action_length > 0 and self._action_step_counter >= self.action_length:
-            return torch.ones(self.num_envs, dtype=torch.bool, device=self.device)
+        if self.action_length > 0:
+            return self._elapsed_steps >= self.action_length
 
         return super().check_truncated(obs, info)
 

From c91728df2cdc499d79de42241678de11b800834d Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Tue, 20 Jan 2026 15:16:24 +0800
Subject: [PATCH 87/92] Update config files

---
 ...{gym_config.json => cobot_magic_3cam.json} | 215 +---------
 ...{gym_config.json => cobot_magic_3cam.json} | 209 +--------
 ...{gym_config.json => cobot_magic_3cam.json} | 233 -----------
 .../place_object_drawer/cobot_magic_3cam.json | 165 ++++++++
 .../gym/place_object_drawer/gym_config.json   | 348 ---------------
 .../stack_blocks_two/cobot_magic_3cam.json    | 191 +++++++++
 configs/gym/stack_blocks_two/gym_config.json  | 384 -----------------
 configs/gym/stack_cups/cobot_magic_3cam.json  | 202 +++++++++
 configs/gym/stack_cups/gym_config.json        | 395 ------------------
 9 files changed, 567 insertions(+), 1775 deletions(-)
 rename configs/gym/blocks_ranking_rgb/{gym_config.json => cobot_magic_3cam.json} (51%)
 rename configs/gym/blocks_ranking_size/{gym_config.json => cobot_magic_3cam.json} (50%)
 rename configs/gym/match_object_container/{gym_config.json => cobot_magic_3cam.json} (54%)
 create mode 100644 configs/gym/place_object_drawer/cobot_magic_3cam.json
 delete mode 100644 configs/gym/place_object_drawer/gym_config.json
 create mode 100644 configs/gym/stack_blocks_two/cobot_magic_3cam.json
 delete mode 100644 configs/gym/stack_blocks_two/gym_config.json
 create mode 100644 configs/gym/stack_cups/cobot_magic_3cam.json
 delete mode 100644 configs/gym/stack_cups/gym_config.json

diff --git a/configs/gym/blocks_ranking_rgb/gym_config.json b/configs/gym/blocks_ranking_rgb/cobot_magic_3cam.json
similarity index 51%
rename from configs/gym/blocks_ranking_rgb/gym_config.json
rename to configs/gym/blocks_ranking_rgb/cobot_magic_3cam.json
index 4a455b59..a04d2bf4 100644
--- a/configs/gym/blocks_ranking_rgb/gym_config.json
+++ b/configs/gym/blocks_ranking_rgb/cobot_magic_3cam.json
@@ -60,7 +60,7 @@
             },
             "set_block_1_color": {
                 "func": "set_rigid_object_visual_material",
-                "mode": "reset",
+                "mode": "startup",
                 "params": {
                     "entity_cfg": {"uid": "block_1"},
                     "base_color": [1.0, 0.0, 0.0, 1.0],
@@ -71,7 +71,7 @@
             },
             "set_block_2_color": {
                 "func": "set_rigid_object_visual_material",
-                "mode": "reset",
+                "mode": "startup",
                 "params": {
                     "entity_cfg": {"uid": "block_2"},
                     "base_color": [0.0, 1.0, 0.0, 1.0],
@@ -82,7 +82,7 @@
             },
             "set_block_3_color": {
                 "func": "set_rigid_object_visual_material",
-                "mode": "reset",
+                "mode": "startup",
                 "params": {
                     "entity_cfg": {"uid": "block_3"},
                     "base_color": [0.0, 0.0, 1.0, 1.0],
@@ -90,164 +90,6 @@
                     "roughness": 0.5,
                     "uid": "blue_block_mat"
                 }
-            },
-            "prepare_extra_attr": {
-                "func": "prepare_extra_attr",
-                "mode": "reset",
-                "params": {
-                    "attrs": [
-                        {
-                            "name": "object_lengths",
-                            "mode": "callable",
-                            "entity_uids": "all_objects",
-                            "func_name": "compute_object_length",
-                            "func_kwargs": {
-                                "is_svd_frame": true,
-                                "sample_points": 5000
-                            }
-                        },
-                        {
-                            "name": "left_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "left_arm_base",
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "name": "right_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "right_arm_base",
-                                "to_matrix": true
-                            }
-                        }
-                    ]
-                }
-            },
-            "register_info_to_env": {
-                "func": "register_info_to_env",
-                "mode": "reset",
-                "params": {
-                    "registry": [
-                        {
-                            "entity_cfg": {
-                                "uid": "block_1"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "block_2"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "block_3"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["left_arm"]
-                            },
-                            "attrs": ["left_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "block_1",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["right_arm"]
-                            },
-                            "attrs": ["right_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "block_2",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        }
-                    ],
-                    "registration": "affordance_datas",
-                    "sim_update": true
-                }
-            },
-            "random_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 2,
-                "params": {
-                    "entity_cfg": {"uid": "table"},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_robot_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 5,
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_camera_intrinsics": {
-                "func": "randomize_camera_intrinsics",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "focal_x_range": [-50, 50],
-                    "focal_y_range": [-50, 50]
-                }
-            },
-            "random_robot_init_eef_pose": {
-                "func": "randomize_robot_eef_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
-                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
-                }
-            },
-            "record_camera": {
-                "func": "record_camera_data",
-                "mode": "interval",
-                "interval_step": 1,
-                "params": {
-                    "name": "cam1",
-                    "resolution": [320, 240],
-                    "eye": [2, 0, 2],
-                    "target": [0.5, 0, 1]
-                }
             }
         },
         "observations": {
@@ -282,51 +124,6 @@
                 "params": {
                     "entity_cfg": {"uid": "block_3"}
                 }
-            },
-            "cam_high_semantic_mask_l": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["block_1", "block_2", "block_3"]
-                }
-            },
-            "cam_high_semantic_mask_r": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_r",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["block_1", "block_2", "block_3"],
-                    "is_right": true
-                }
-            },
-            "cam_left_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_left_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_left_wrist"},
-                    "foreground_uids": ["block_1", "block_2", "block_3"]
-                }
-            },
-            "cam_right_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_right_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_right_wrist"},
-                    "foreground_uids": ["block_1", "block_2", "block_3"]
-                }
-            }
-        },
-        "dataset": {
-            "robot_meta": {
-                "arm_dofs": 12,
-                "control_freq": 25,
-                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
-                "min_len_steps": 5
             }
         }
     },
@@ -348,9 +145,9 @@
             "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
             "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
             "extrinsics": {
-                "eye": [0.0, -0.5, 1.2],
-                "target": [0.75, 0.0, 0.85],
-                "up": [0.0, 0.0, 1.0]
+                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
+                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
+                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
             }
         },
         {
diff --git a/configs/gym/blocks_ranking_size/gym_config.json b/configs/gym/blocks_ranking_size/cobot_magic_3cam.json
similarity index 50%
rename from configs/gym/blocks_ranking_size/gym_config.json
rename to configs/gym/blocks_ranking_size/cobot_magic_3cam.json
index 1eadb9d0..dd628c40 100644
--- a/configs/gym/blocks_ranking_size/gym_config.json
+++ b/configs/gym/blocks_ranking_size/cobot_magic_3cam.json
@@ -70,164 +70,6 @@
                     "scale_factor_range": [[0.92307692], [1.07692308]],
                     "same_scale_all_axes": true
                 }
-            },
-            "prepare_extra_attr": {
-                "func": "prepare_extra_attr",
-                "mode": "reset",
-                "params": {
-                    "attrs": [
-                        {
-                            "name": "object_lengths",
-                            "mode": "callable",
-                            "entity_uids": "all_objects",
-                            "func_name": "compute_object_length",
-                            "func_kwargs": {
-                                "is_svd_frame": true,
-                                "sample_points": 5000
-                            }
-                        },
-                        {
-                            "name": "left_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "left_arm_base",
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "name": "right_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "right_arm_base",
-                                "to_matrix": true
-                            }
-                        }
-                    ]
-                }
-            },
-            "register_info_to_env": {
-                "func": "register_info_to_env",
-                "mode": "reset",
-                "params": {
-                    "registry": [
-                        {
-                            "entity_cfg": {
-                                "uid": "block_1"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "block_2"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "block_3"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["left_arm"]
-                            },
-                            "attrs": ["left_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "block_1",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["right_arm"]
-                            },
-                            "attrs": ["right_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "block_2",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        }
-                    ],
-                    "registration": "affordance_datas",
-                    "sim_update": true
-                }
-            },
-            "random_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 2,
-                "params": {
-                    "entity_cfg": {"uid": "table"},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_robot_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 5,
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_camera_intrinsics": {
-                "func": "randomize_camera_intrinsics",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "focal_x_range": [-50, 50],
-                    "focal_y_range": [-50, 50]
-                }
-            },
-            "random_robot_init_eef_pose": {
-                "func": "randomize_robot_eef_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
-                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
-                }
-            },
-            "record_camera": {
-                "func": "record_camera_data",
-                "mode": "interval",
-                "interval_step": 1,
-                "params": {
-                    "name": "cam1",
-                    "resolution": [320, 240],
-                    "eye": [2, 0, 2],
-                    "target": [0.5, 0, 1]
-                }
             }
         },
         "observations": {
@@ -262,51 +104,6 @@
                 "params": {
                     "entity_cfg": {"uid": "block_3"}
                 }
-            },
-            "cam_high_semantic_mask_l": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["block_1", "block_2", "block_3"]
-                }
-            },
-            "cam_high_semantic_mask_r": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_r",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["block_1", "block_2", "block_3"],
-                    "is_right": true
-                }
-            },
-            "cam_left_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_left_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_left_wrist"},
-                    "foreground_uids": ["block_1", "block_2", "block_3"]
-                }
-            },
-            "cam_right_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_right_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_right_wrist"},
-                    "foreground_uids": ["block_1", "block_2", "block_3"]
-                }
-            }
-        },
-        "dataset": {
-            "robot_meta": {
-                "arm_dofs": 12,
-                "control_freq": 25,
-                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
-                "min_len_steps": 5
             }
         }
     },
@@ -328,9 +125,9 @@
             "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
             "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
             "extrinsics": {
-                "eye": [0.0, -0.5, 1.2],
-                "target": [0.75, 0.0, 0.85],
-                "up": [0.0, 0.0, 1.0]
+                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
+                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
+                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
             }
         },
         {
diff --git a/configs/gym/match_object_container/gym_config.json b/configs/gym/match_object_container/cobot_magic_3cam.json
similarity index 54%
rename from configs/gym/match_object_container/gym_config.json
rename to configs/gym/match_object_container/cobot_magic_3cam.json
index 00257446..9463c70a 100644
--- a/configs/gym/match_object_container/gym_config.json
+++ b/configs/gym/match_object_container/cobot_magic_3cam.json
@@ -53,194 +53,6 @@
                     "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
                     "relative_position": false
                 }
-            },
-            "prepare_extra_attr": {
-                "func": "prepare_extra_attr",
-                "mode": "reset",
-                "params": {
-                    "attrs": [
-                        {
-                            "name": "object_lengths",
-                            "mode": "callable",
-                            "entity_uids": "all_objects",
-                            "func_name": "compute_object_length",
-                            "func_kwargs": {
-                                "is_svd_frame": true,
-                                "sample_points": 5000
-                            }
-                        },
-                        {
-                            "name": "left_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "left_arm_base",
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "name": "right_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "right_arm_base",
-                                "to_matrix": true
-                            }
-                        }
-                    ]
-                }
-            },
-            "register_info_to_env": {
-                "func": "register_info_to_env",
-                "mode": "reset",
-                "params": {
-                    "registry": [
-                        {
-                            "entity_cfg": {
-                                "uid": "block_cube_1"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "block_sphere_1"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "container_cube"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "container_sphere"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "block_cube_2"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "block_sphere_2"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["left_arm"]
-                            },
-                            "attrs": ["left_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "container_cube",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["right_arm"]
-                            },
-                            "attrs": ["right_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "container_sphere",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        }
-                    ],
-                    "registration": "affordance_datas",
-                    "sim_update": true
-                }
-            },
-            "random_table_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 2,
-                "params": {
-                    "entity_cfg": {"uid": "table"},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_robot_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 5,
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_camera_intrinsics": {
-                "func": "randomize_camera_intrinsics",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "focal_x_range": [-50, 50],
-                    "focal_y_range": [-50, 50]
-                }
-            },
-            "random_robot_init_eef_pose": {
-                "func": "randomize_robot_eef_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
-                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
-                }
-            },
-            "record_camera": {
-                "func": "record_camera_data",
-                "mode": "interval",
-                "interval_step": 1,
-                "params": {
-                    "name": "cam1",
-                    "resolution": [320, 240],
-                    "eye": [2, 0, 2],
-                    "target": [0.5, 0, 1]
-                }
             }
         },
         "observations": {
@@ -299,51 +111,6 @@
                 "params": {
                     "entity_cfg": {"uid": "block_sphere_2"}
                 }
-            },
-            "cam_high_semantic_mask_l": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["block_cube_1", "block_sphere_1", "block_cube_2", "block_sphere_2", "container_cube", "container_sphere"]
-                }
-            },
-            "cam_high_semantic_mask_r": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_r",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["block_cube_1", "block_sphere_1", "block_cube_2", "block_sphere_2", "container_cube", "container_sphere"],
-                    "is_right": true
-                }
-            },
-            "cam_left_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_left_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_left_wrist"},
-                    "foreground_uids": ["block_cube_1", "block_sphere_1", "block_cube_2", "block_sphere_2", "container_cube", "container_sphere"]
-                }
-            },
-            "cam_right_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_right_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_right_wrist"},
-                    "foreground_uids": ["block_cube_1", "block_sphere_1", "block_cube_2", "block_sphere_2", "container_cube", "container_sphere"]
-                }
-            }
-        },
-        "dataset": {
-            "robot_meta": {
-                "arm_dofs": 12,
-                "control_freq": 25,
-                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
-                "min_len_steps": 5
             }
         }
     },
diff --git a/configs/gym/place_object_drawer/cobot_magic_3cam.json b/configs/gym/place_object_drawer/cobot_magic_3cam.json
new file mode 100644
index 00000000..185e4617
--- /dev/null
+++ b/configs/gym/place_object_drawer/cobot_magic_3cam.json
@@ -0,0 +1,165 @@
+{   
+    "id": "PlaceObjectDrawer-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_object_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "object"},
+                    "position_range": [[0.66, -0.15, 0.86], [0.70, -0.10, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "object_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "object_pose",
+                "params": {
+                    "entity_cfg": {"uid": "object"}
+                }
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
+                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
+                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"object",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "ToyDuck/toy_duck.glb"
+            },
+            "attrs" : {
+                "mass": 0.01,
+                "static_friction": 1.0,
+                "dynamic_friction": 1.0,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 2.0,
+                "linear_damping": 2.0,
+                "angular_damping": 2.0,
+                "max_linear_velocity": 5.0,
+                "max_angular_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.725, -0.1, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[0.2, 0.2, 0.2],
+            "max_convex_hull_num": 8
+        }
+    ],
+    "articulation": [
+        {
+            "uid": "drawer",
+            "fpath": "SimpleBoxDrawer/simple_box_drawer/simple_box_drawer.urdf",
+            "init_pos": [0.725, 0.16, 1.025],
+            "init_rot": [0, 180, 0]
+        }
+    ]
+}
+
diff --git a/configs/gym/place_object_drawer/gym_config.json b/configs/gym/place_object_drawer/gym_config.json
deleted file mode 100644
index 02811af4..00000000
--- a/configs/gym/place_object_drawer/gym_config.json
+++ /dev/null
@@ -1,348 +0,0 @@
-{   
-    "id": "PlaceObjectDrawer-v1",
-    "max_episodes": 5,
-    "env": {
-        "events": {
-            "random_light": {
-                "func": "randomize_light",
-                "mode": "interval",
-                "interval_step": 10,
-                "params": {
-                    "entity_cfg": {"uid": "light_1"},
-                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
-                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
-                    "intensity_range": [50.0, 100.0]
-                }
-            },
-            "init_object_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "object"},
-                    "position_range": [[0.66, -0.15, 0.86], [0.70, -0.10, 0.86]],
-                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
-                    "relative_position": false
-                }
-            },
-            "prepare_extra_attr": {
-                "func": "prepare_extra_attr",
-                "mode": "reset",
-                "params": {
-                    "attrs": [
-                        {
-                            "name": "object_lengths",
-                            "mode": "callable",
-                            "entity_uids": ["object"],
-                            "func_name": "compute_object_length",
-                            "func_kwargs": {
-                                "is_svd_frame": true,
-                                "sample_points": 5000
-                            }
-                        },
-                        {
-                            "name": "left_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "left_arm_base",
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "name": "right_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "right_arm_base",
-                                "to_matrix": true
-                            }
-                        }
-                    ]
-                }
-            },
-            "register_info_to_env": {
-                "func": "register_info_to_env",
-                "mode": "reset",
-                "params": {
-                    "registry": [
-                        {
-                            "entity_cfg": {
-                                "uid": "object"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["left_arm"]
-                            },
-                            "attrs": ["left_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "object",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["right_arm"]
-                            },
-                            "attrs": ["right_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "object",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        }
-                    ],
-                    "registration": "affordance_datas",
-                    "sim_update": true
-                }
-            },
-            "random_table_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 2,
-                "params": {
-                    "entity_cfg": {"uid": "table"},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_robot_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 5,
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_camera_intrinsics": {
-                "func": "randomize_camera_intrinsics",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "focal_x_range": [-50, 50],
-                    "focal_y_range": [-50, 50]
-                }
-            },
-            "random_robot_init_eef_pose": {
-                "func": "randomize_robot_eef_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
-                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
-                }
-            },
-            "record_camera": {
-                "func": "record_camera_data",
-                "mode": "interval",
-                "interval_step": 1,
-                "params": {
-                    "name": "cam1",
-                    "resolution": [320, 240],
-                    "eye": [2, 0, 2],
-                    "target": [0.5, 0, 1]
-                }
-            }
-        },
-        "observations": {
-            "norm_robot_eef_joint": {
-                "func": "normalize_robot_joint_data",
-                "mode": "modify",
-                "name": "robot/qpos",
-                "params": {
-                    "joint_ids": [12, 13, 14, 15]
-                }
-            },
-            "object_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "object_pose",
-                "params": {
-                    "entity_cfg": {"uid": "object"}
-                }
-            },
-            "cam_high_semantic_mask_l": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["object", "drawer"]
-                }
-            },
-            "cam_high_semantic_mask_r": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_r",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["object", "drawer"],
-                    "is_right": true
-                }
-            },
-            "cam_left_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_left_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_left_wrist"},
-                    "foreground_uids": ["object", "drawer"]
-                }
-            },
-            "cam_right_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_right_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_right_wrist"},
-                    "foreground_uids": ["object", "drawer"]
-                }
-            }
-        },
-        "dataset": {
-            "robot_meta": {
-                "arm_dofs": 12,
-                "control_freq": 25,
-                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
-                "min_len_steps": 5
-            }
-        }
-    },
-    "robot": {
-        "uid": "CobotMagic",
-        "robot_type": "CobotMagic",
-        "init_pos": [0.0, 0.0, 0.7775],
-        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
-    },
-    "sensor": [
-        {
-            "sensor_type": "StereoCamera",
-            "uid": "cam_high",
-            "width": 960,
-            "height": 540,
-            "enable_mask": true,
-            "enable_depth": true,
-            "left_to_right_pos": [0.059684025824163614, 0, 0],
-            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
-            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
-            "extrinsics": {
-                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
-                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
-                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_right_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "right_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_left_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "left_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        }
-    ],
-    "light": {
-        "direct": [
-            {
-                "uid": "light_1",
-                "light_type": "point",
-                "color": [1.0, 1.0, 1.0],
-                "intensity": 50.0,
-                "init_pos": [2, 0, 2],
-                "radius": 10.0
-            }
-        ]
-    },
-    "background": [
-        {
-            "uid": "table",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "CircleTableSimple/circle_table_simple.ply"
-            },
-            "attrs" : {
-                "mass": 10.0,
-                "static_friction": 0.95,
-                "dynamic_friction": 0.9,
-                "restitution": 0.01
-            },
-            "body_scale": [1, 1, 1],
-            "body_type": "kinematic",
-            "init_pos": [0.725, 0.0, 0.825],
-            "init_rot": [0, 90, 0]
-        }
-    ],
-    "rigid_object": [
-        {
-            "uid":"object",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "ToyDuck/toy_duck.glb"
-            },
-            "attrs" : {
-                "mass": 0.01,
-                "static_friction": 1.0,
-                "dynamic_friction": 1.0,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 2.0,
-                "linear_damping": 2.0,
-                "angular_damping": 2.0,
-                "max_linear_velocity": 5.0,
-                "max_angular_velocity": 10.0,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.725, -0.1, 0.86],
-            "init_rot": [0, 0, 0],
-            "body_scale":[0.2, 0.2, 0.2],
-            "max_convex_hull_num": 8
-        }
-    ],
-    "articulation": [
-        {
-            "uid": "drawer",
-            "fpath": "SimpleBoxDrawer/simple_box_drawer/simple_box_drawer.urdf",
-            "init_pos": [0.725, 0.16, 1.025],
-            "init_rot": [0, 180, 0]
-        }
-    ]
-}
-
diff --git a/configs/gym/stack_blocks_two/cobot_magic_3cam.json b/configs/gym/stack_blocks_two/cobot_magic_3cam.json
new file mode 100644
index 00000000..6f160b58
--- /dev/null
+++ b/configs/gym/stack_blocks_two/cobot_magic_3cam.json
@@ -0,0 +1,191 @@
+{   
+    "id": "StackBlocksTwo-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_block_1_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"},
+                    "position_range": [[-0.08, -0.08, 0.0], [0.08, 0.08, 0.0]],
+                    "rotation_range": [[0, 0, -0.75], [0, 0, 0.75]],
+                    "relative_position": true                
+                }
+            },
+            "init_block_2_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"},
+                    "position_range": [[-0.08, -0.08, 0.0], [0.08, 0.08, 0.0]],
+                    "rotation_range": [[0, 0, -0.75], [0, 0, 0.75]],
+                    "relative_position": true                
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "block_1_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_1_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_1"}
+                }
+            },
+            "block_2_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "block_2_pose",
+                "params": {
+                    "entity_cfg": {"uid": "block_2"}
+                }
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
+                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
+                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"block_1",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.05, 0.05, 0.05]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.75, -0.1, 0.9],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        },
+        {
+            "uid":"block_2",
+            "shape": {
+                "shape_type": "Cube",
+                "size": [0.05, 0.05, 0.05]
+            },
+            "attrs" : {
+                "mass": 0.05,
+                "static_friction": 0.5,
+                "dynamic_friction": 0.5,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 1e1,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.75, 0.1, 0.9],
+            "body_scale":[1, 1, 1],
+            "max_convex_hull_num": 1
+        }
+    ]
+}
+
diff --git a/configs/gym/stack_blocks_two/gym_config.json b/configs/gym/stack_blocks_two/gym_config.json
deleted file mode 100644
index 34a50cbf..00000000
--- a/configs/gym/stack_blocks_two/gym_config.json
+++ /dev/null
@@ -1,384 +0,0 @@
-{   
-    "id": "StackBlocksTwo-v1",
-    "max_episodes": 5,
-    "env": {
-        "events": {
-            "random_light": {
-                "func": "randomize_light",
-                "mode": "interval",
-                "interval_step": 10,
-                "params": {
-                    "entity_cfg": {"uid": "light_1"},
-                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
-                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
-                    "intensity_range": [50.0, 100.0]
-                }
-            },
-            "init_block_1_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_1"},
-                    "position_range": [[-0.08, -0.08, 0.0], [0.08, 0.08, 0.0]],
-                    "rotation_range": [[0, 0, -0.75], [0, 0, 0.75]],
-                    "relative_position": true                
-                }
-            },
-            "init_block_2_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_2"},
-                    "position_range": [[-0.08, -0.08, 0.0], [0.08, 0.08, 0.0]],
-                    "rotation_range": [[0, 0, -0.75], [0, 0, 0.75]],
-                    "relative_position": true                
-                }
-            },
-            "prepare_extra_attr": {
-                "func": "prepare_extra_attr",
-                "mode": "reset",
-                "params": {
-                    "attrs": [
-                        {
-                            "name": "object_lengths",
-                            "mode": "callable",
-                            "entity_uids": "all_objects",
-                            "func_name": "compute_object_length",
-                            "func_kwargs": {
-                                "is_svd_frame": true,
-                                "sample_points": 5000
-                            }
-                        },
-                        {
-                            "name": "left_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "left_arm_base",
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "name": "right_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "right_arm_base",
-                                "to_matrix": true
-                            }
-                        }
-                    ]
-                }
-            },
-            "register_info_to_env": {
-                "func": "register_info_to_env",
-                "mode": "reset",
-                "params": {
-                    "registry": [
-                        {
-                            "entity_cfg": {
-                                "uid": "block_1"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "block_2"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["left_arm"]
-                            },
-                            "attrs": ["left_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "block_1",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["right_arm"]
-                            },
-                            "attrs": ["right_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "block_2",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        }
-                    ],
-                    "registration": "affordance_datas",
-                    "sim_update": true
-                }
-            },
-            "random_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 2,
-                "params": {
-                    "entity_cfg": {"uid": "table"},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_robot_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 5,
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_camera_intrinsics": {
-                "func": "randomize_camera_intrinsics",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "focal_x_range": [-50, 50],
-                    "focal_y_range": [-50, 50]
-                }
-            },
-            "random_robot_init_eef_pose": {
-                "func": "randomize_robot_eef_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
-                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
-                }
-            },
-            "record_camera": {
-                "func": "record_camera_data",
-                "mode": "interval",
-                "interval_step": 1,
-                "params": {
-                    "name": "cam1",
-                    "resolution": [320, 240],
-                    "eye": [2, 0, 2],
-                    "target": [0.5, 0, 1]
-                }
-            }
-        },
-        "observations": {
-            "norm_robot_eef_joint": {
-                "func": "normalize_robot_joint_data",
-                "mode": "modify",
-                "name": "robot/qpos",
-                "params": {
-                    "joint_ids": [12, 13, 14, 15]
-                }
-            },
-            "block_1_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "block_1_pose",
-                "params": {
-                    "entity_cfg": {"uid": "block_1"}
-                }
-            },
-            "block_2_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "block_2_pose",
-                "params": {
-                    "entity_cfg": {"uid": "block_2"}
-                }
-            },
-            "cam_high_semantic_mask_l": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["block_1", "block_2"]
-                }
-            },
-            "cam_high_semantic_mask_r": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_r",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["block_1", "block_2"],
-                    "is_right": true
-                }
-            },
-            "cam_left_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_left_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_left_wrist"},
-                    "foreground_uids": ["block_1", "block_2"]
-                }
-            },
-            "cam_right_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_right_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_right_wrist"},
-                    "foreground_uids": ["block_1", "block_2"]
-                }
-            }
-        },
-        "dataset": {
-            "robot_meta": {
-                "arm_dofs": 12,
-                "control_freq": 25,
-                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
-                "min_len_steps": 5
-            }
-        }
-    },
-    "robot": {
-        "uid": "CobotMagic",
-        "robot_type": "CobotMagic",
-        "init_pos": [0.0, 0.0, 0.7775],
-        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
-    },
-    "sensor": [
-        {
-            "sensor_type": "StereoCamera",
-            "uid": "cam_high",
-            "width": 960,
-            "height": 540,
-            "enable_mask": true,
-            "enable_depth": true,
-            "left_to_right_pos": [0.059684025824163614, 0, 0],
-            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
-            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
-            "extrinsics": {
-                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
-                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
-                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_right_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "right_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_left_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "left_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        }
-    ],
-    "light": {
-        "direct": [
-            {
-                "uid": "light_1",
-                "light_type": "point",
-                "color": [1.0, 1.0, 1.0],
-                "intensity": 50.0,
-                "init_pos": [2, 0, 2],
-                "radius": 10.0
-            }
-        ]
-    },
-    "background": [
-        {
-            "uid": "table",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "CircleTableSimple/circle_table_simple.ply"
-            },
-            "attrs" : {
-                "mass": 10.0,
-                "static_friction": 0.95,
-                "dynamic_friction": 0.9,
-                "restitution": 0.01
-            },
-            "body_scale": [1, 1, 1],
-            "body_type": "kinematic",
-            "init_pos": [0.725, 0.0, 0.825],
-            "init_rot": [0, 90, 0]
-        }
-    ],
-    "rigid_object": [
-        {
-            "uid":"block_1",
-            "shape": {
-                "shape_type": "Cube",
-                "size": [0.05, 0.05, 0.05]
-            },
-            "attrs" : {
-                "mass": 0.05,
-                "static_friction": 0.5,
-                "dynamic_friction": 0.5,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 1e1,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.75, -0.1, 0.9],
-            "body_scale":[1, 1, 1],
-            "max_convex_hull_num": 1
-        },
-        {
-            "uid":"block_2",
-            "shape": {
-                "shape_type": "Cube",
-                "size": [0.05, 0.05, 0.05]
-            },
-            "attrs" : {
-                "mass": 0.05,
-                "static_friction": 0.5,
-                "dynamic_friction": 0.5,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 1e1,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.75, 0.1, 0.9],
-            "body_scale":[1, 1, 1],
-            "max_convex_hull_num": 1
-        }
-    ]
-}
-
diff --git a/configs/gym/stack_cups/cobot_magic_3cam.json b/configs/gym/stack_cups/cobot_magic_3cam.json
new file mode 100644
index 00000000..bd4de01b
--- /dev/null
+++ b/configs/gym/stack_cups/cobot_magic_3cam.json
@@ -0,0 +1,202 @@
+{   
+    "id": "StackCups-v1",
+    "max_episodes": 5,
+    "env": {
+        "events": {
+            "random_light": {
+                "func": "randomize_light",
+                "mode": "interval",
+                "interval_step": 10,
+                "params": {
+                    "entity_cfg": {"uid": "light_1"},
+                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
+                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
+                    "intensity_range": [50.0, 100.0]
+                }
+            },
+            "init_cup_1_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cup_1"},
+                    "position_range": [[0.66, -0.15, 0.86], [0.74, -0.05, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            },
+            "init_cup_2_pose": {
+                "func": "randomize_rigid_object_pose",
+                "mode": "reset",
+                "params": {
+                    "entity_cfg": {"uid": "cup_2"},
+                    "position_range": [[0.76, -0.15, 0.86], [0.84, -0.05, 0.86]],
+                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
+                    "relative_position": false
+                }
+            }
+        },
+        "observations": {
+            "norm_robot_eef_joint": {
+                "func": "normalize_robot_joint_data",
+                "mode": "modify",
+                "name": "robot/qpos",
+                "params": {
+                    "joint_ids": [12, 13, 14, 15]
+                }
+            },
+            "cup_1_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "cup_1_pose",
+                "params": {
+                    "entity_cfg": {"uid": "cup_1"}
+                }
+            },
+            "cup_2_pose": {
+                "func": "get_rigid_object_pose",
+                "mode": "add",
+                "name": "cup_2_pose",
+                "params": {
+                    "entity_cfg": {"uid": "cup_2"}
+                }
+            }
+        }
+    },
+    "robot": {
+        "uid": "CobotMagic",
+        "robot_type": "CobotMagic",
+        "init_pos": [0.0, 0.0, 0.7775],
+        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
+    },
+    "sensor": [
+        {
+            "sensor_type": "StereoCamera",
+            "uid": "cam_high",
+            "width": 960,
+            "height": 540,
+            "enable_mask": true,
+            "enable_depth": true,
+            "left_to_right_pos": [0.059684025824163614, 0, 0],
+            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
+            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
+            "extrinsics": {
+                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
+                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
+                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_right_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "right_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        },
+        {
+            "sensor_type": "Camera",
+            "uid": "cam_left_wrist",
+            "width": 640,
+            "height": 480,
+            "enable_mask": true,
+            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
+            "extrinsics": {
+                "parent": "left_link6",
+                "pos": [-0.08, 0.0, 0.04],
+                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
+            }
+        }
+    ],
+    "light": {
+        "direct": [
+            {
+                "uid": "light_1",
+                "light_type": "point",
+                "color": [1.0, 1.0, 1.0],
+                "intensity": 50.0,
+                "init_pos": [2, 0, 2],
+                "radius": 10.0
+            }
+        ]
+    },
+    "background": [
+        {
+            "uid": "table",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "CircleTableSimple/circle_table_simple.ply"
+            },
+            "attrs" : {
+                "mass": 10.0,
+                "static_friction": 0.95,
+                "dynamic_friction": 0.9,
+                "restitution": 0.01
+            },
+            "body_scale": [1, 1, 1],
+            "body_type": "kinematic",
+            "init_pos": [0.725, 0.0, 0.825],
+            "init_rot": [0, 90, 0]
+        }
+    ],
+    "rigid_object": [
+        {
+            "uid":"cup_1",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "PaperCup/paper_cup.ply"
+            },
+            "attrs" : {
+                "mass": 0.01,
+                "static_friction": 1.0,
+                "dynamic_friction": 1.0,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 2.0,
+                "linear_damping": 2.0,
+                "angular_damping": 2.0,
+                "max_linear_velocity": 5.0,
+                "max_angular_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.70, -0.1, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[0.75, 0.75, 1.0],
+            "max_convex_hull_num": 8
+        },
+        {
+            "uid":"cup_2",
+            "shape": {
+                "shape_type": "Mesh",
+                "fpath": "PaperCup/paper_cup.ply"
+            },
+            "attrs" : {
+                "mass": 0.01,
+                "static_friction": 1.0,
+                "dynamic_friction": 1.0,
+                "restitution": 0.0,
+                "contact_offset": 0.003,
+                "rest_offset": 0.001,
+                "max_depenetration_velocity": 2.0,
+                "linear_damping": 2.0,
+                "angular_damping": 2.0,
+                "max_linear_velocity": 5.0,
+                "max_angular_velocity": 10.0,
+                "min_position_iters": 32,
+                "min_velocity_iters": 8
+            },
+            "init_pos": [0.80, -0.1, 0.86],
+            "init_rot": [0, 0, 0],
+            "body_scale":[0.75, 0.75, 1.0],
+            "max_convex_hull_num": 8
+        }
+    ]
+}
+
+
diff --git a/configs/gym/stack_cups/gym_config.json b/configs/gym/stack_cups/gym_config.json
deleted file mode 100644
index 61e5881d..00000000
--- a/configs/gym/stack_cups/gym_config.json
+++ /dev/null
@@ -1,395 +0,0 @@
-{   
-    "id": "StackCups-v1",
-    "max_episodes": 5,
-    "env": {
-        "events": {
-            "random_light": {
-                "func": "randomize_light",
-                "mode": "interval",
-                "interval_step": 10,
-                "params": {
-                    "entity_cfg": {"uid": "light_1"},
-                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
-                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
-                    "intensity_range": [50.0, 100.0]
-                }
-            },
-            "init_cup_1_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cup_1"},
-                    "position_range": [[0.66, -0.15, 0.86], [0.74, -0.05, 0.86]],
-                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
-                    "relative_position": false
-                }
-            },
-            "init_cup_2_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cup_2"},
-                    "position_range": [[0.76, -0.15, 0.86], [0.84, -0.05, 0.86]],
-                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
-                    "relative_position": false
-                }
-            },
-            "prepare_extra_attr": {
-                "func": "prepare_extra_attr",
-                "mode": "reset",
-                "params": {
-                    "attrs": [
-                        {
-                            "name": "object_lengths",
-                            "mode": "callable",
-                            "entity_uids": "all_objects",
-                            "func_name": "compute_object_length",
-                            "func_kwargs": {
-                                "is_svd_frame": true,
-                                "sample_points": 5000
-                            }
-                        },
-                        {
-                            "name": "left_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "left_arm_base",
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "name": "right_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "right_arm_base",
-                                "to_matrix": true
-                            }
-                        }
-                    ]
-                }
-            },
-            "register_info_to_env": {
-                "func": "register_info_to_env",
-                "mode": "reset",
-                "params": {
-                    "registry": [
-                        {
-                            "entity_cfg": {
-                                "uid": "cup_1"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "cup_2"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["left_arm"]
-                            },
-                            "attrs": ["left_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "cup_2",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["right_arm"]
-                            },
-                            "attrs": ["right_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "cup_1",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        }
-                    ],
-                    "registration": "affordance_datas",
-                    "sim_update": true
-                }
-            },
-            "random_table_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 2,
-                "params": {
-                    "entity_cfg": {"uid": "table"},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_robot_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 5,
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_camera_intrinsics": {
-                "func": "randomize_camera_intrinsics",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "focal_x_range": [-50, 50],
-                    "focal_y_range": [-50, 50]
-                }
-            },
-            "random_robot_init_eef_pose": {
-                "func": "randomize_robot_eef_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
-                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
-                }
-            },
-            "record_camera": {
-                "func": "record_camera_data",
-                "mode": "interval",
-                "interval_step": 1,
-                "params": {
-                    "name": "cam1",
-                    "resolution": [320, 240],
-                    "eye": [2, 0, 2],
-                    "target": [0.5, 0, 1]
-                }
-            }
-        },
-        "observations": {
-            "norm_robot_eef_joint": {
-                "func": "normalize_robot_joint_data",
-                "mode": "modify",
-                "name": "robot/qpos",
-                "params": {
-                    "joint_ids": [12, 13, 14, 15]
-                }
-            },
-            "cup_1_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "cup_1_pose",
-                "params": {
-                    "entity_cfg": {"uid": "cup_1"}
-                }
-            },
-            "cup_2_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "cup_2_pose",
-                "params": {
-                    "entity_cfg": {"uid": "cup_2"}
-                }
-            },
-            "cam_high_semantic_mask_l": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["cup_1", "cup_2"]
-                }
-            },
-            "cam_high_semantic_mask_r": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_r",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["cup_1", "cup_2"],
-                    "is_right": true
-                }
-            },
-            "cam_left_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_left_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_left_wrist"},
-                    "foreground_uids": ["cup_1", "cup_2"]
-                }
-            },
-            "cam_right_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_right_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_right_wrist"},
-                    "foreground_uids": ["cup_1", "cup_2"]
-                }
-            }
-        },
-        "dataset": {
-            "robot_meta": {
-                "arm_dofs": 12,
-                "control_freq": 25,
-                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
-                "min_len_steps": 5
-            }
-        }
-    },
-    "robot": {
-        "uid": "CobotMagic",
-        "robot_type": "CobotMagic",
-        "init_pos": [0.0, 0.0, 0.7775],
-        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
-    },
-    "sensor": [
-        {
-            "sensor_type": "StereoCamera",
-            "uid": "cam_high",
-            "width": 960,
-            "height": 540,
-            "enable_mask": true,
-            "enable_depth": true,
-            "left_to_right_pos": [0.059684025824163614, 0, 0],
-            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
-            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
-            "extrinsics": {
-                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
-                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
-                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_right_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "right_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_left_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "left_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        }
-    ],
-    "light": {
-        "direct": [
-            {
-                "uid": "light_1",
-                "light_type": "point",
-                "color": [1.0, 1.0, 1.0],
-                "intensity": 50.0,
-                "init_pos": [2, 0, 2],
-                "radius": 10.0
-            }
-        ]
-    },
-    "background": [
-        {
-            "uid": "table",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "CircleTableSimple/circle_table_simple.ply"
-            },
-            "attrs" : {
-                "mass": 10.0,
-                "static_friction": 0.95,
-                "dynamic_friction": 0.9,
-                "restitution": 0.01
-            },
-            "body_scale": [1, 1, 1],
-            "body_type": "kinematic",
-            "init_pos": [0.725, 0.0, 0.825],
-            "init_rot": [0, 90, 0]
-        }
-    ],
-    "rigid_object": [
-        {
-            "uid":"cup_1",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "PaperCup/paper_cup.ply"
-            },
-            "attrs" : {
-                "mass": 0.01,
-                "static_friction": 1.0,
-                "dynamic_friction": 1.0,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 2.0,
-                "linear_damping": 2.0,
-                "angular_damping": 2.0,
-                "max_linear_velocity": 5.0,
-                "max_angular_velocity": 10.0,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.70, -0.1, 0.86],
-            "init_rot": [0, 0, 0],
-            "body_scale":[0.75, 0.75, 1.0],
-            "max_convex_hull_num": 8
-        },
-        {
-            "uid":"cup_2",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "PaperCup/paper_cup.ply"
-            },
-            "attrs" : {
-                "mass": 0.01,
-                "static_friction": 1.0,
-                "dynamic_friction": 1.0,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 2.0,
-                "linear_damping": 2.0,
-                "angular_damping": 2.0,
-                "max_linear_velocity": 5.0,
-                "max_angular_velocity": 10.0,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.80, -0.1, 0.86],
-            "init_rot": [0, 0, 0],
-            "body_scale":[0.75, 0.75, 1.0],
-            "max_convex_hull_num": 8
-        }
-    ]
-}
-
-

From 1ec497c41168e970a025d9993a8f89933f001108 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Tue, 20 Jan 2026 15:16:44 +0800
Subject: [PATCH 88/92] Rename scale.py to geometry.py

---
 .../lab/gym/envs/managers/randomization/{scale.py => geometry.py} | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename embodichain/lab/gym/envs/managers/randomization/{scale.py => geometry.py} (100%)

diff --git a/embodichain/lab/gym/envs/managers/randomization/scale.py b/embodichain/lab/gym/envs/managers/randomization/geometry.py
similarity index 100%
rename from embodichain/lab/gym/envs/managers/randomization/scale.py
rename to embodichain/lab/gym/envs/managers/randomization/geometry.py

From 2734fe8685b85ee3a2a9ae7738dbc218609d810c Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Tue, 20 Jan 2026 15:41:28 +0800
Subject: [PATCH 89/92] Use main branch versions for all documentation files

---
 docs/source/overview/sim/sim_manager.md | 2 ++
 docs/source/resources/roadmap.md        | 2 --
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/source/overview/sim/sim_manager.md b/docs/source/overview/sim/sim_manager.md
index e61dd5b8..2eca587c 100644
--- a/docs/source/overview/sim/sim_manager.md
+++ b/docs/source/overview/sim/sim_manager.md
@@ -118,6 +118,7 @@ In this mode, the physics simulation stepping is automatically handling by the p
 - **`SimulationManager.enable_physics(enable: bool)`**: Enable or disable physics simulation.
 - **`SimulationManager.set_manual_update(enable: bool)`**: Set manual update mode for physics.
 
+
 ## Multiple instances
 
 `SimulationManager` supports multiple instances to run separate simulations world independently. Each instance maintains its own simulation state, assets, and configurations.
@@ -127,6 +128,7 @@ In this mode, the physics simulation stepping is automatically handling by the p
 
 > Currently, multiple instances are not supported for ray tracing rendering backend. Good news is that we are working on adding this feature in future releases.
 
+
 For more methods and details, refer to the [SimulationManager](https://dexforce.github.io/EmbodiChain/api_reference/embodichain/embodichain.lab.sim.html#embodichain.lab.sim.SimulationManager) documentation.
 
 ### Related Tutorials
diff --git a/docs/source/resources/roadmap.md b/docs/source/resources/roadmap.md
index cff3b62e..899a9c56 100644
--- a/docs/source/resources/roadmap.md
+++ b/docs/source/resources/roadmap.md
@@ -10,10 +10,8 @@ Currently, EmbodiChain is under active development. Our roadmap includes the fol
         - Add a new rasterization backend for basic rendering tasks.
     - Physics:
         - Improve GPU physics throughput.
-        - Improve soft body simulation stability and add more examples and tasks.
         - We are working on research and development of next-generation physics backend, supporting high-accuracy simulation, differentiable dynamics, and neural physical models for end-to-end AI integration.
     - Sensors:
-        - Add contact and force sensors with examples.
         - Add more physical sensors (eg, force sensor) with examples.
     - Motion Generation:
         - Add more advanced motion generation methods with examples.

From 2c77d80b0ec82bd6382e5b3adfaf001412a6b0cc Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Fri, 23 Jan 2026 10:01:15 +0800
Subject: [PATCH 90/92] Remove useless gym config

---
 .../gym/blocks_ranking_rgb/gym_config.json    | 480 ---------------
 .../gym/blocks_ranking_size/gym_config.json   | 460 --------------
 .../match_object_container/gym_config.json    | 576 ------------------
 .../gym/place_object_drawer/gym_config.json   | 348 -----------
 configs/gym/stack_blocks_two/gym_config.json  | 384 ------------
 configs/gym/stack_cups/gym_config.json        | 395 ------------
 6 files changed, 2643 deletions(-)
 delete mode 100644 configs/gym/blocks_ranking_rgb/gym_config.json
 delete mode 100644 configs/gym/blocks_ranking_size/gym_config.json
 delete mode 100644 configs/gym/match_object_container/gym_config.json
 delete mode 100644 configs/gym/place_object_drawer/gym_config.json
 delete mode 100644 configs/gym/stack_blocks_two/gym_config.json
 delete mode 100644 configs/gym/stack_cups/gym_config.json

diff --git a/configs/gym/blocks_ranking_rgb/gym_config.json b/configs/gym/blocks_ranking_rgb/gym_config.json
deleted file mode 100644
index 4a455b59..00000000
--- a/configs/gym/blocks_ranking_rgb/gym_config.json
+++ /dev/null
@@ -1,480 +0,0 @@
-{   
-    "id": "BlocksRankingRGB-v1",
-    "max_episodes": 5,
-    "env": {
-        "events": {
-            "random_light": {
-                "func": "randomize_light",
-                "mode": "interval",
-                "interval_step": 10,
-                "params": {
-                    "entity_cfg": {"uid": "light_1"},
-                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
-                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
-                    "intensity_range": [50.0, 100.0]
-                }
-            },
-            "init_block_1_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_1"},
-                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
-                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
-                    "relative_position": false
-                }
-            },
-            "init_block_2_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_2"},
-                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
-                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
-                    "relative_position": false
-                }
-            },
-            "init_block_3_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_3"},
-                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
-                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
-                    "relative_position": false
-                }
-            },
-            "init_block_sizes": {
-                "func": "randomize_rigid_objects_scale",
-                "mode": "reset",
-                "params": {
-                    "entity_cfgs": [
-                        {"uid": "block_1"},
-                        {"uid": "block_2"},
-                        {"uid": "block_3"}
-                    ],
-                    "scale_factor_range": [[0.75], [1.25]],
-                    "same_scale_all_axes": true,
-                    "shared_sample": true
-                }
-            },
-            "set_block_1_color": {
-                "func": "set_rigid_object_visual_material",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_1"},
-                    "base_color": [1.0, 0.0, 0.0, 1.0],
-                    "metallic": 0.0,
-                    "roughness": 0.5,
-                    "uid": "red_block_mat"
-                }
-            },
-            "set_block_2_color": {
-                "func": "set_rigid_object_visual_material",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_2"},
-                    "base_color": [0.0, 1.0, 0.0, 1.0],
-                    "metallic": 0.0,
-                    "roughness": 0.5,
-                    "uid": "green_block_mat"
-                }
-            },
-            "set_block_3_color": {
-                "func": "set_rigid_object_visual_material",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_3"},
-                    "base_color": [0.0, 0.0, 1.0, 1.0],
-                    "metallic": 0.0,
-                    "roughness": 0.5,
-                    "uid": "blue_block_mat"
-                }
-            },
-            "prepare_extra_attr": {
-                "func": "prepare_extra_attr",
-                "mode": "reset",
-                "params": {
-                    "attrs": [
-                        {
-                            "name": "object_lengths",
-                            "mode": "callable",
-                            "entity_uids": "all_objects",
-                            "func_name": "compute_object_length",
-                            "func_kwargs": {
-                                "is_svd_frame": true,
-                                "sample_points": 5000
-                            }
-                        },
-                        {
-                            "name": "left_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "left_arm_base",
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "name": "right_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "right_arm_base",
-                                "to_matrix": true
-                            }
-                        }
-                    ]
-                }
-            },
-            "register_info_to_env": {
-                "func": "register_info_to_env",
-                "mode": "reset",
-                "params": {
-                    "registry": [
-                        {
-                            "entity_cfg": {
-                                "uid": "block_1"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "block_2"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "block_3"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["left_arm"]
-                            },
-                            "attrs": ["left_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "block_1",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["right_arm"]
-                            },
-                            "attrs": ["right_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "block_2",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        }
-                    ],
-                    "registration": "affordance_datas",
-                    "sim_update": true
-                }
-            },
-            "random_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 2,
-                "params": {
-                    "entity_cfg": {"uid": "table"},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_robot_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 5,
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_camera_intrinsics": {
-                "func": "randomize_camera_intrinsics",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "focal_x_range": [-50, 50],
-                    "focal_y_range": [-50, 50]
-                }
-            },
-            "random_robot_init_eef_pose": {
-                "func": "randomize_robot_eef_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
-                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
-                }
-            },
-            "record_camera": {
-                "func": "record_camera_data",
-                "mode": "interval",
-                "interval_step": 1,
-                "params": {
-                    "name": "cam1",
-                    "resolution": [320, 240],
-                    "eye": [2, 0, 2],
-                    "target": [0.5, 0, 1]
-                }
-            }
-        },
-        "observations": {
-            "norm_robot_eef_joint": {
-                "func": "normalize_robot_joint_data",
-                "mode": "modify",
-                "name": "robot/qpos",
-                "params": {
-                    "joint_ids": [12, 13, 14, 15]
-                }
-            },
-            "block_1_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "block_1_pose",
-                "params": {
-                    "entity_cfg": {"uid": "block_1"}
-                }
-            },
-            "block_2_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "block_2_pose",
-                "params": {
-                    "entity_cfg": {"uid": "block_2"}
-                }
-            },
-            "block_3_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "block_3_pose",
-                "params": {
-                    "entity_cfg": {"uid": "block_3"}
-                }
-            },
-            "cam_high_semantic_mask_l": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["block_1", "block_2", "block_3"]
-                }
-            },
-            "cam_high_semantic_mask_r": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_r",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["block_1", "block_2", "block_3"],
-                    "is_right": true
-                }
-            },
-            "cam_left_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_left_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_left_wrist"},
-                    "foreground_uids": ["block_1", "block_2", "block_3"]
-                }
-            },
-            "cam_right_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_right_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_right_wrist"},
-                    "foreground_uids": ["block_1", "block_2", "block_3"]
-                }
-            }
-        },
-        "dataset": {
-            "robot_meta": {
-                "arm_dofs": 12,
-                "control_freq": 25,
-                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
-                "min_len_steps": 5
-            }
-        }
-    },
-    "robot": {
-        "uid": "CobotMagic",
-        "robot_type": "CobotMagic",
-        "init_pos": [0.0, 0.0, 0.7775],
-        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
-    },
-    "sensor": [
-        {
-            "sensor_type": "StereoCamera",
-            "uid": "cam_high",
-            "width": 960,
-            "height": 540,
-            "enable_mask": true,
-            "enable_depth": true,
-            "left_to_right_pos": [0.059684025824163614, 0, 0],
-            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
-            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
-            "extrinsics": {
-                "eye": [0.0, -0.5, 1.2],
-                "target": [0.75, 0.0, 0.85],
-                "up": [0.0, 0.0, 1.0]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_right_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "right_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_left_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "left_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        }
-    ],
-    "light": {
-        "direct": [
-            {
-                "uid": "light_1",
-                "light_type": "point",
-                "color": [1.0, 1.0, 1.0],
-                "intensity": 50.0,
-                "init_pos": [2, 0, 2],
-                "radius": 10.0
-            }
-        ]
-    },
-    "background": [
-        {
-            "uid": "table",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "CircleTableSimple/circle_table_simple.ply"
-            },
-            "attrs" : {
-                "mass": 10.0,
-                "static_friction": 0.95,
-                "dynamic_friction": 0.9,
-                "restitution": 0.01
-            },
-            "body_scale": [1, 1, 1],
-            "body_type": "kinematic",
-            "init_pos": [0.725, 0.0, 0.825],
-            "init_rot": [0, 90, 0]
-        }
-    ],
-    "rigid_object": [
-        {
-            "uid":"block_1",
-            "shape": {
-                "shape_type": "Cube",
-                "size": [0.04, 0.04, 0.04]
-            },
-            "attrs" : {
-                "mass": 0.05,
-                "static_friction": 0.5,
-                "dynamic_friction": 0.5,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 1e1,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.725, -0.015, 0.86],
-            "body_scale":[1, 1, 1],
-            "max_convex_hull_num": 1
-        },
-        {
-            "uid":"block_2",
-            "shape": {
-                "shape_type": "Cube",
-                "size": [0.04, 0.04, 0.04]
-            },
-            "attrs" : {
-                "mass": 0.05,
-                "static_friction": 0.5,
-                "dynamic_friction": 0.5,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 1e1,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.725, -0.015, 0.86],
-            "body_scale":[1, 1, 1],
-            "max_convex_hull_num": 1
-        },
-        {
-            "uid":"block_3",
-            "shape": {
-                "shape_type": "Cube",
-                "size": [0.04, 0.04, 0.04]
-            },
-            "attrs" : {
-                "mass": 0.05,
-                "static_friction": 0.5,
-                "dynamic_friction": 0.5,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 1e1,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.725, -0.015, 0.86],
-            "body_scale":[1, 1, 1],
-            "max_convex_hull_num": 1
-        }
-    ]
-}
-
diff --git a/configs/gym/blocks_ranking_size/gym_config.json b/configs/gym/blocks_ranking_size/gym_config.json
deleted file mode 100644
index 1eadb9d0..00000000
--- a/configs/gym/blocks_ranking_size/gym_config.json
+++ /dev/null
@@ -1,460 +0,0 @@
-{   
-    "id": "BlocksRankingSize-v1",
-    "max_episodes": 5,
-    "env": {
-        "events": {
-            "random_light": {
-                "func": "randomize_light",
-                "mode": "interval",
-                "interval_step": 10,
-                "params": {
-                    "entity_cfg": {"uid": "light_1"},
-                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
-                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
-                    "intensity_range": [50.0, 100.0]
-                }
-            },
-            "init_block_1_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_1"},
-                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
-                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
-                    "relative_position": false
-                }
-            },
-            "init_block_2_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_2"},
-                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
-                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
-                    "relative_position": false
-                }
-            },
-            "init_block_3_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_3"},
-                    "position_range": [[0.445, -0.08, 0.86], [1.005, 0.05, 0.86]],
-                    "rotation_range": [[0, 0, -43.0], [0, 0, 43.0]],
-                    "relative_position": false
-                }
-            },
-            "init_block_1_size": {
-                "func": "randomize_rigid_object_scale",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_1"},
-                    "scale_factor_range": [[0.95238095], [1.04761905]],
-                    "same_scale_all_axes": true
-                }
-            },
-            "init_block_2_size": {
-                "func": "randomize_rigid_object_scale",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_2"},
-                    "scale_factor_range": [[0.94117647], [1.05882353]],
-                    "same_scale_all_axes": true
-                }
-            },
-            "init_block_3_size": {
-                "func": "randomize_rigid_object_scale",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_3"},
-                    "scale_factor_range": [[0.92307692], [1.07692308]],
-                    "same_scale_all_axes": true
-                }
-            },
-            "prepare_extra_attr": {
-                "func": "prepare_extra_attr",
-                "mode": "reset",
-                "params": {
-                    "attrs": [
-                        {
-                            "name": "object_lengths",
-                            "mode": "callable",
-                            "entity_uids": "all_objects",
-                            "func_name": "compute_object_length",
-                            "func_kwargs": {
-                                "is_svd_frame": true,
-                                "sample_points": 5000
-                            }
-                        },
-                        {
-                            "name": "left_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "left_arm_base",
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "name": "right_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "right_arm_base",
-                                "to_matrix": true
-                            }
-                        }
-                    ]
-                }
-            },
-            "register_info_to_env": {
-                "func": "register_info_to_env",
-                "mode": "reset",
-                "params": {
-                    "registry": [
-                        {
-                            "entity_cfg": {
-                                "uid": "block_1"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "block_2"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "block_3"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["left_arm"]
-                            },
-                            "attrs": ["left_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "block_1",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["right_arm"]
-                            },
-                            "attrs": ["right_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "block_2",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        }
-                    ],
-                    "registration": "affordance_datas",
-                    "sim_update": true
-                }
-            },
-            "random_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 2,
-                "params": {
-                    "entity_cfg": {"uid": "table"},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_robot_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 5,
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_camera_intrinsics": {
-                "func": "randomize_camera_intrinsics",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "focal_x_range": [-50, 50],
-                    "focal_y_range": [-50, 50]
-                }
-            },
-            "random_robot_init_eef_pose": {
-                "func": "randomize_robot_eef_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
-                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
-                }
-            },
-            "record_camera": {
-                "func": "record_camera_data",
-                "mode": "interval",
-                "interval_step": 1,
-                "params": {
-                    "name": "cam1",
-                    "resolution": [320, 240],
-                    "eye": [2, 0, 2],
-                    "target": [0.5, 0, 1]
-                }
-            }
-        },
-        "observations": {
-            "norm_robot_eef_joint": {
-                "func": "normalize_robot_joint_data",
-                "mode": "modify",
-                "name": "robot/qpos",
-                "params": {
-                    "joint_ids": [12, 13, 14, 15]
-                }
-            },
-            "block_1_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "block_1_pose",
-                "params": {
-                    "entity_cfg": {"uid": "block_1"}
-                }
-            },
-            "block_2_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "block_2_pose",
-                "params": {
-                    "entity_cfg": {"uid": "block_2"}
-                }
-            },
-            "block_3_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "block_3_pose",
-                "params": {
-                    "entity_cfg": {"uid": "block_3"}
-                }
-            },
-            "cam_high_semantic_mask_l": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["block_1", "block_2", "block_3"]
-                }
-            },
-            "cam_high_semantic_mask_r": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_r",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["block_1", "block_2", "block_3"],
-                    "is_right": true
-                }
-            },
-            "cam_left_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_left_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_left_wrist"},
-                    "foreground_uids": ["block_1", "block_2", "block_3"]
-                }
-            },
-            "cam_right_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_right_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_right_wrist"},
-                    "foreground_uids": ["block_1", "block_2", "block_3"]
-                }
-            }
-        },
-        "dataset": {
-            "robot_meta": {
-                "arm_dofs": 12,
-                "control_freq": 25,
-                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
-                "min_len_steps": 5
-            }
-        }
-    },
-    "robot": {
-        "uid": "CobotMagic",
-        "robot_type": "CobotMagic",
-        "init_pos": [0.0, 0.0, 0.7775],
-        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
-    },
-    "sensor": [
-        {
-            "sensor_type": "StereoCamera",
-            "uid": "cam_high",
-            "width": 960,
-            "height": 540,
-            "enable_mask": true,
-            "enable_depth": true,
-            "left_to_right_pos": [0.059684025824163614, 0, 0],
-            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
-            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
-            "extrinsics": {
-                "eye": [0.0, -0.5, 1.2],
-                "target": [0.75, 0.0, 0.85],
-                "up": [0.0, 0.0, 1.0]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_right_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "right_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_left_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "left_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        }
-    ],
-    "light": {
-        "direct": [
-            {
-                "uid": "light_1",
-                "light_type": "point",
-                "color": [1.0, 1.0, 1.0],
-                "intensity": 50.0,
-                "init_pos": [2, 0, 2],
-                "radius": 10.0
-            }
-        ]
-    },
-    "background": [
-        {
-            "uid": "table",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "CircleTableSimple/circle_table_simple.ply"
-            },
-            "attrs" : {
-                "mass": 10.0,
-                "static_friction": 0.95,
-                "dynamic_friction": 0.9,
-                "restitution": 0.01
-            },
-            "body_scale": [1, 1, 1],
-            "body_type": "kinematic",
-            "init_pos": [0.725, 0.0, 0.825],
-            "init_rot": [0, 90, 0]
-        }
-    ],
-    "rigid_object": [
-        {
-            "uid":"block_1",
-            "shape": {
-                "shape_type": "Cube",
-                "size": [0.063, 0.063, 0.063]
-            },
-            "attrs" : {
-                "mass": 0.05,
-                "static_friction": 0.5,
-                "dynamic_friction": 0.5,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 1e1,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.725, -0.015, 0.86],
-            "body_scale":[1, 1, 1],
-            "max_convex_hull_num": 1
-        },
-        {
-            "uid":"block_2",
-            "shape": {
-                "shape_type": "Cube",
-                "size": [0.051, 0.051, 0.051]
-            },
-            "attrs" : {
-                "mass": 0.05,
-                "static_friction": 0.5,
-                "dynamic_friction": 0.5,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 1e1,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.725, -0.015, 0.86],
-            "body_scale":[1, 1, 1],
-            "max_convex_hull_num": 1
-        },
-        {
-            "uid":"block_3",
-            "shape": {
-                "shape_type": "Cube",
-                "size": [0.039, 0.039, 0.039]
-            },
-            "attrs" : {
-                "mass": 0.05,
-                "static_friction": 0.5,
-                "dynamic_friction": 0.5,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 1e1,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.725, -0.015, 0.86],
-            "body_scale":[1, 1, 1],
-            "max_convex_hull_num": 1
-        }
-    ]
-}
-
diff --git a/configs/gym/match_object_container/gym_config.json b/configs/gym/match_object_container/gym_config.json
deleted file mode 100644
index 00257446..00000000
--- a/configs/gym/match_object_container/gym_config.json
+++ /dev/null
@@ -1,576 +0,0 @@
-{   
-    "id": "MatchObjectContainer-v1",
-    "max_episodes": 5,
-    "env": {
-        "events": {
-            "random_light": {
-                "func": "randomize_light",
-                "mode": "interval",
-                "interval_step": 10,
-                "params": {
-                    "entity_cfg": {"uid": "light_1"},
-                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
-                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
-                    "intensity_range": [50.0, 100.0]
-                }
-            },
-            "init_block_cube_1_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_cube_1"},
-                    "position_range": [[0.55, -0.10, 0.86], [0.58, -0.05, 0.86]],
-                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
-                    "relative_position": false
-                }
-            },
-            "init_block_sphere_1_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_sphere_1"},
-                    "position_range": [[0.62, -0.10, 0.86], [0.65, -0.05, 0.86]],
-                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
-                    "relative_position": false
-                }
-            },
-            "init_block_cube_2_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_cube_2"},
-                    "position_range": [[0.55, 0.05, 0.86], [0.58, 0.10, 0.86]],
-                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
-                    "relative_position": false
-                }
-            },
-            "init_block_sphere_2_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_sphere_2"},
-                    "position_range": [[0.62, 0.05, 0.86], [0.65, 0.10, 0.86]],
-                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
-                    "relative_position": false
-                }
-            },
-            "prepare_extra_attr": {
-                "func": "prepare_extra_attr",
-                "mode": "reset",
-                "params": {
-                    "attrs": [
-                        {
-                            "name": "object_lengths",
-                            "mode": "callable",
-                            "entity_uids": "all_objects",
-                            "func_name": "compute_object_length",
-                            "func_kwargs": {
-                                "is_svd_frame": true,
-                                "sample_points": 5000
-                            }
-                        },
-                        {
-                            "name": "left_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "left_arm_base",
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "name": "right_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "right_arm_base",
-                                "to_matrix": true
-                            }
-                        }
-                    ]
-                }
-            },
-            "register_info_to_env": {
-                "func": "register_info_to_env",
-                "mode": "reset",
-                "params": {
-                    "registry": [
-                        {
-                            "entity_cfg": {
-                                "uid": "block_cube_1"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "block_sphere_1"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "container_cube"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "container_sphere"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "block_cube_2"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "block_sphere_2"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["left_arm"]
-                            },
-                            "attrs": ["left_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "container_cube",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["right_arm"]
-                            },
-                            "attrs": ["right_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "container_sphere",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        }
-                    ],
-                    "registration": "affordance_datas",
-                    "sim_update": true
-                }
-            },
-            "random_table_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 2,
-                "params": {
-                    "entity_cfg": {"uid": "table"},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_robot_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 5,
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_camera_intrinsics": {
-                "func": "randomize_camera_intrinsics",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "focal_x_range": [-50, 50],
-                    "focal_y_range": [-50, 50]
-                }
-            },
-            "random_robot_init_eef_pose": {
-                "func": "randomize_robot_eef_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
-                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
-                }
-            },
-            "record_camera": {
-                "func": "record_camera_data",
-                "mode": "interval",
-                "interval_step": 1,
-                "params": {
-                    "name": "cam1",
-                    "resolution": [320, 240],
-                    "eye": [2, 0, 2],
-                    "target": [0.5, 0, 1]
-                }
-            }
-        },
-        "observations": {
-            "norm_robot_eef_joint": {
-                "func": "normalize_robot_joint_data",
-                "mode": "modify",
-                "name": "robot/qpos",
-                "params": {
-                    "joint_ids": [12, 13, 14, 15]
-                }
-            },
-            "block_cube_1_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "block_cube_1_pose",
-                "params": {
-                    "entity_cfg": {"uid": "block_cube_1"}
-                }
-            },
-            "block_sphere_1_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "block_sphere_1_pose",
-                "params": {
-                    "entity_cfg": {"uid": "block_sphere_1"}
-                }
-            },
-            "container_cube_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "container_cube_pose",
-                "params": {
-                    "entity_cfg": {"uid": "container_cube"}
-                }
-            },
-            "container_sphere_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "container_sphere_pose",
-                "params": {
-                    "entity_cfg": {"uid": "container_sphere"}
-                }
-            },
-            "block_cube_2_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "block_cube_2_pose",
-                "params": {
-                    "entity_cfg": {"uid": "block_cube_2"}
-                }
-            },
-            "block_sphere_2_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "block_sphere_2_pose",
-                "params": {
-                    "entity_cfg": {"uid": "block_sphere_2"}
-                }
-            },
-            "cam_high_semantic_mask_l": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["block_cube_1", "block_sphere_1", "block_cube_2", "block_sphere_2", "container_cube", "container_sphere"]
-                }
-            },
-            "cam_high_semantic_mask_r": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_r",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["block_cube_1", "block_sphere_1", "block_cube_2", "block_sphere_2", "container_cube", "container_sphere"],
-                    "is_right": true
-                }
-            },
-            "cam_left_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_left_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_left_wrist"},
-                    "foreground_uids": ["block_cube_1", "block_sphere_1", "block_cube_2", "block_sphere_2", "container_cube", "container_sphere"]
-                }
-            },
-            "cam_right_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_right_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_right_wrist"},
-                    "foreground_uids": ["block_cube_1", "block_sphere_1", "block_cube_2", "block_sphere_2", "container_cube", "container_sphere"]
-                }
-            }
-        },
-        "dataset": {
-            "robot_meta": {
-                "arm_dofs": 12,
-                "control_freq": 25,
-                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
-                "min_len_steps": 5
-            }
-        }
-    },
-    "robot": {
-        "uid": "CobotMagic",
-        "robot_type": "CobotMagic",
-        "init_pos": [0.0, 0.0, 0.7775],
-        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
-    },
-    "sensor": [
-        {
-            "sensor_type": "StereoCamera",
-            "uid": "cam_high",
-            "width": 960,
-            "height": 540,
-            "enable_mask": true,
-            "enable_depth": true,
-            "left_to_right_pos": [0.059684025824163614, 0, 0],
-            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
-            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
-            "extrinsics": {
-                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
-                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
-                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_right_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "right_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_left_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "left_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        }
-    ],
-    "light": {
-        "direct": [
-            {
-                "uid": "light_1",
-                "light_type": "point",
-                "color": [1.0, 1.0, 1.0],
-                "intensity": 50.0,
-                "init_pos": [2, 0, 2],
-                "radius": 10.0
-            }
-        ]
-    },
-    "background": [
-        {
-            "uid": "table",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "CircleTableSimple/circle_table_simple.ply"
-            },
-            "attrs" : {
-                "mass": 10.0,
-                "static_friction": 0.95,
-                "dynamic_friction": 0.9,
-                "restitution": 0.01
-            },
-            "body_scale": [1, 1, 1],
-            "body_type": "kinematic",
-            "init_pos": [0.725, 0.0, 0.825],
-            "init_rot": [0, 90, 0]
-        }
-    ],
-    "rigid_object": [
-        {
-            "uid":"block_cube_1",
-            "shape": {
-                "shape_type": "Cube",
-                "size": [0.04, 0.04, 0.04]
-            },
-            "attrs" : {
-                "mass": 0.05,
-                "static_friction": 0.5,
-                "dynamic_friction": 0.5,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 1e1,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.565, -0.075, 0.86],
-            "init_rot": [0, 0, 0],
-            "body_scale":[1, 1, 1],
-            "max_convex_hull_num": 1
-        },
-        {
-            "uid":"block_sphere_1",
-            "shape": {
-                "shape_type": "Sphere",
-                "radius": 0.025
-            },
-            "attrs" : {
-                "mass": 0.05,
-                "static_friction": 0.5,
-                "dynamic_friction": 0.5,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 1e1,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.635, -0.075, 0.86],
-            "init_rot": [0, 0, 0],
-            "body_scale":[1, 1, 1],
-            "max_convex_hull_num": 1
-        },
-        {
-            "uid":"container_cube",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "ContainerMetal/container_metal.obj"
-            },
-            "body_type": "dynamic",
-            "attrs" : {
-                "mass": 0.5,
-                "static_friction": 1.0,
-                "dynamic_friction": 1.0,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 2.0,
-                "linear_damping": 2.0,
-                "angular_damping": 2.0,
-                "max_linear_velocity": 5.0,
-                "max_angular_velocity": 10.0,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.875, -0.25, 0.86],
-            "init_rot": [0, 0, 0],
-            "body_scale":[1, 1, 1],
-            "max_convex_hull_num": 8
-        },
-        {
-            "uid":"container_sphere",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "ContainerMetal/container_metal.obj"
-            },
-            "body_type": "dynamic",
-            "attrs" : {
-                "mass": 0.5,
-                "static_friction": 1.0,
-                "dynamic_friction": 1.0,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 2.0,
-                "linear_damping": 2.0,
-                "angular_damping": 2.0,
-                "max_linear_velocity": 5.0,
-                "max_angular_velocity": 10.0,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.875, 0.25, 0.86],
-            "init_rot": [0, 0, 0],
-            "body_scale":[1, 1, 1],
-            "max_convex_hull_num": 8
-        },
-        {
-            "uid":"block_cube_2",
-            "shape": {
-                "shape_type": "Cube",
-                "size": [0.04, 0.04, 0.04]
-            },
-            "attrs" : {
-                "mass": 0.05,
-                "static_friction": 0.5,
-                "dynamic_friction": 0.5,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 1e1,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.565, 0.075, 0.86],
-            "init_rot": [0, 0, 0],
-            "body_scale":[1, 1, 1],
-            "max_convex_hull_num": 1
-        },
-        {
-            "uid":"block_sphere_2",
-            "shape": {
-                "shape_type": "Sphere",
-                "radius": 0.025
-            },
-            "attrs" : {
-                "mass": 0.05,
-                "static_friction": 0.5,
-                "dynamic_friction": 0.5,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 1e1,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.635, 0.075, 0.86],
-            "init_rot": [0, 0, 0],
-            "body_scale":[1, 1, 1],
-            "max_convex_hull_num": 1
-        }
-    ]
-}
-
diff --git a/configs/gym/place_object_drawer/gym_config.json b/configs/gym/place_object_drawer/gym_config.json
deleted file mode 100644
index 02811af4..00000000
--- a/configs/gym/place_object_drawer/gym_config.json
+++ /dev/null
@@ -1,348 +0,0 @@
-{   
-    "id": "PlaceObjectDrawer-v1",
-    "max_episodes": 5,
-    "env": {
-        "events": {
-            "random_light": {
-                "func": "randomize_light",
-                "mode": "interval",
-                "interval_step": 10,
-                "params": {
-                    "entity_cfg": {"uid": "light_1"},
-                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
-                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
-                    "intensity_range": [50.0, 100.0]
-                }
-            },
-            "init_object_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "object"},
-                    "position_range": [[0.66, -0.15, 0.86], [0.70, -0.10, 0.86]],
-                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
-                    "relative_position": false
-                }
-            },
-            "prepare_extra_attr": {
-                "func": "prepare_extra_attr",
-                "mode": "reset",
-                "params": {
-                    "attrs": [
-                        {
-                            "name": "object_lengths",
-                            "mode": "callable",
-                            "entity_uids": ["object"],
-                            "func_name": "compute_object_length",
-                            "func_kwargs": {
-                                "is_svd_frame": true,
-                                "sample_points": 5000
-                            }
-                        },
-                        {
-                            "name": "left_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "left_arm_base",
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "name": "right_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "right_arm_base",
-                                "to_matrix": true
-                            }
-                        }
-                    ]
-                }
-            },
-            "register_info_to_env": {
-                "func": "register_info_to_env",
-                "mode": "reset",
-                "params": {
-                    "registry": [
-                        {
-                            "entity_cfg": {
-                                "uid": "object"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["left_arm"]
-                            },
-                            "attrs": ["left_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "object",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["right_arm"]
-                            },
-                            "attrs": ["right_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "object",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        }
-                    ],
-                    "registration": "affordance_datas",
-                    "sim_update": true
-                }
-            },
-            "random_table_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 2,
-                "params": {
-                    "entity_cfg": {"uid": "table"},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_robot_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 5,
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_camera_intrinsics": {
-                "func": "randomize_camera_intrinsics",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "focal_x_range": [-50, 50],
-                    "focal_y_range": [-50, 50]
-                }
-            },
-            "random_robot_init_eef_pose": {
-                "func": "randomize_robot_eef_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
-                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
-                }
-            },
-            "record_camera": {
-                "func": "record_camera_data",
-                "mode": "interval",
-                "interval_step": 1,
-                "params": {
-                    "name": "cam1",
-                    "resolution": [320, 240],
-                    "eye": [2, 0, 2],
-                    "target": [0.5, 0, 1]
-                }
-            }
-        },
-        "observations": {
-            "norm_robot_eef_joint": {
-                "func": "normalize_robot_joint_data",
-                "mode": "modify",
-                "name": "robot/qpos",
-                "params": {
-                    "joint_ids": [12, 13, 14, 15]
-                }
-            },
-            "object_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "object_pose",
-                "params": {
-                    "entity_cfg": {"uid": "object"}
-                }
-            },
-            "cam_high_semantic_mask_l": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["object", "drawer"]
-                }
-            },
-            "cam_high_semantic_mask_r": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_r",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["object", "drawer"],
-                    "is_right": true
-                }
-            },
-            "cam_left_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_left_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_left_wrist"},
-                    "foreground_uids": ["object", "drawer"]
-                }
-            },
-            "cam_right_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_right_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_right_wrist"},
-                    "foreground_uids": ["object", "drawer"]
-                }
-            }
-        },
-        "dataset": {
-            "robot_meta": {
-                "arm_dofs": 12,
-                "control_freq": 25,
-                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
-                "min_len_steps": 5
-            }
-        }
-    },
-    "robot": {
-        "uid": "CobotMagic",
-        "robot_type": "CobotMagic",
-        "init_pos": [0.0, 0.0, 0.7775],
-        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
-    },
-    "sensor": [
-        {
-            "sensor_type": "StereoCamera",
-            "uid": "cam_high",
-            "width": 960,
-            "height": 540,
-            "enable_mask": true,
-            "enable_depth": true,
-            "left_to_right_pos": [0.059684025824163614, 0, 0],
-            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
-            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
-            "extrinsics": {
-                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
-                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
-                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_right_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "right_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_left_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "left_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        }
-    ],
-    "light": {
-        "direct": [
-            {
-                "uid": "light_1",
-                "light_type": "point",
-                "color": [1.0, 1.0, 1.0],
-                "intensity": 50.0,
-                "init_pos": [2, 0, 2],
-                "radius": 10.0
-            }
-        ]
-    },
-    "background": [
-        {
-            "uid": "table",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "CircleTableSimple/circle_table_simple.ply"
-            },
-            "attrs" : {
-                "mass": 10.0,
-                "static_friction": 0.95,
-                "dynamic_friction": 0.9,
-                "restitution": 0.01
-            },
-            "body_scale": [1, 1, 1],
-            "body_type": "kinematic",
-            "init_pos": [0.725, 0.0, 0.825],
-            "init_rot": [0, 90, 0]
-        }
-    ],
-    "rigid_object": [
-        {
-            "uid":"object",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "ToyDuck/toy_duck.glb"
-            },
-            "attrs" : {
-                "mass": 0.01,
-                "static_friction": 1.0,
-                "dynamic_friction": 1.0,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 2.0,
-                "linear_damping": 2.0,
-                "angular_damping": 2.0,
-                "max_linear_velocity": 5.0,
-                "max_angular_velocity": 10.0,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.725, -0.1, 0.86],
-            "init_rot": [0, 0, 0],
-            "body_scale":[0.2, 0.2, 0.2],
-            "max_convex_hull_num": 8
-        }
-    ],
-    "articulation": [
-        {
-            "uid": "drawer",
-            "fpath": "SimpleBoxDrawer/simple_box_drawer/simple_box_drawer.urdf",
-            "init_pos": [0.725, 0.16, 1.025],
-            "init_rot": [0, 180, 0]
-        }
-    ]
-}
-
diff --git a/configs/gym/stack_blocks_two/gym_config.json b/configs/gym/stack_blocks_two/gym_config.json
deleted file mode 100644
index 34a50cbf..00000000
--- a/configs/gym/stack_blocks_two/gym_config.json
+++ /dev/null
@@ -1,384 +0,0 @@
-{   
-    "id": "StackBlocksTwo-v1",
-    "max_episodes": 5,
-    "env": {
-        "events": {
-            "random_light": {
-                "func": "randomize_light",
-                "mode": "interval",
-                "interval_step": 10,
-                "params": {
-                    "entity_cfg": {"uid": "light_1"},
-                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
-                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
-                    "intensity_range": [50.0, 100.0]
-                }
-            },
-            "init_block_1_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_1"},
-                    "position_range": [[-0.08, -0.08, 0.0], [0.08, 0.08, 0.0]],
-                    "rotation_range": [[0, 0, -0.75], [0, 0, 0.75]],
-                    "relative_position": true                
-                }
-            },
-            "init_block_2_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "block_2"},
-                    "position_range": [[-0.08, -0.08, 0.0], [0.08, 0.08, 0.0]],
-                    "rotation_range": [[0, 0, -0.75], [0, 0, 0.75]],
-                    "relative_position": true                
-                }
-            },
-            "prepare_extra_attr": {
-                "func": "prepare_extra_attr",
-                "mode": "reset",
-                "params": {
-                    "attrs": [
-                        {
-                            "name": "object_lengths",
-                            "mode": "callable",
-                            "entity_uids": "all_objects",
-                            "func_name": "compute_object_length",
-                            "func_kwargs": {
-                                "is_svd_frame": true,
-                                "sample_points": 5000
-                            }
-                        },
-                        {
-                            "name": "left_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "left_arm_base",
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "name": "right_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "right_arm_base",
-                                "to_matrix": true
-                            }
-                        }
-                    ]
-                }
-            },
-            "register_info_to_env": {
-                "func": "register_info_to_env",
-                "mode": "reset",
-                "params": {
-                    "registry": [
-                        {
-                            "entity_cfg": {
-                                "uid": "block_1"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "block_2"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["left_arm"]
-                            },
-                            "attrs": ["left_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "block_1",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["right_arm"]
-                            },
-                            "attrs": ["right_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "block_2",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        }
-                    ],
-                    "registration": "affordance_datas",
-                    "sim_update": true
-                }
-            },
-            "random_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 2,
-                "params": {
-                    "entity_cfg": {"uid": "table"},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_robot_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 5,
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_camera_intrinsics": {
-                "func": "randomize_camera_intrinsics",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "focal_x_range": [-50, 50],
-                    "focal_y_range": [-50, 50]
-                }
-            },
-            "random_robot_init_eef_pose": {
-                "func": "randomize_robot_eef_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
-                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
-                }
-            },
-            "record_camera": {
-                "func": "record_camera_data",
-                "mode": "interval",
-                "interval_step": 1,
-                "params": {
-                    "name": "cam1",
-                    "resolution": [320, 240],
-                    "eye": [2, 0, 2],
-                    "target": [0.5, 0, 1]
-                }
-            }
-        },
-        "observations": {
-            "norm_robot_eef_joint": {
-                "func": "normalize_robot_joint_data",
-                "mode": "modify",
-                "name": "robot/qpos",
-                "params": {
-                    "joint_ids": [12, 13, 14, 15]
-                }
-            },
-            "block_1_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "block_1_pose",
-                "params": {
-                    "entity_cfg": {"uid": "block_1"}
-                }
-            },
-            "block_2_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "block_2_pose",
-                "params": {
-                    "entity_cfg": {"uid": "block_2"}
-                }
-            },
-            "cam_high_semantic_mask_l": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["block_1", "block_2"]
-                }
-            },
-            "cam_high_semantic_mask_r": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_r",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["block_1", "block_2"],
-                    "is_right": true
-                }
-            },
-            "cam_left_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_left_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_left_wrist"},
-                    "foreground_uids": ["block_1", "block_2"]
-                }
-            },
-            "cam_right_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_right_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_right_wrist"},
-                    "foreground_uids": ["block_1", "block_2"]
-                }
-            }
-        },
-        "dataset": {
-            "robot_meta": {
-                "arm_dofs": 12,
-                "control_freq": 25,
-                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
-                "min_len_steps": 5
-            }
-        }
-    },
-    "robot": {
-        "uid": "CobotMagic",
-        "robot_type": "CobotMagic",
-        "init_pos": [0.0, 0.0, 0.7775],
-        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
-    },
-    "sensor": [
-        {
-            "sensor_type": "StereoCamera",
-            "uid": "cam_high",
-            "width": 960,
-            "height": 540,
-            "enable_mask": true,
-            "enable_depth": true,
-            "left_to_right_pos": [0.059684025824163614, 0, 0],
-            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
-            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
-            "extrinsics": {
-                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
-                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
-                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_right_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "right_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_left_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "left_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        }
-    ],
-    "light": {
-        "direct": [
-            {
-                "uid": "light_1",
-                "light_type": "point",
-                "color": [1.0, 1.0, 1.0],
-                "intensity": 50.0,
-                "init_pos": [2, 0, 2],
-                "radius": 10.0
-            }
-        ]
-    },
-    "background": [
-        {
-            "uid": "table",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "CircleTableSimple/circle_table_simple.ply"
-            },
-            "attrs" : {
-                "mass": 10.0,
-                "static_friction": 0.95,
-                "dynamic_friction": 0.9,
-                "restitution": 0.01
-            },
-            "body_scale": [1, 1, 1],
-            "body_type": "kinematic",
-            "init_pos": [0.725, 0.0, 0.825],
-            "init_rot": [0, 90, 0]
-        }
-    ],
-    "rigid_object": [
-        {
-            "uid":"block_1",
-            "shape": {
-                "shape_type": "Cube",
-                "size": [0.05, 0.05, 0.05]
-            },
-            "attrs" : {
-                "mass": 0.05,
-                "static_friction": 0.5,
-                "dynamic_friction": 0.5,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 1e1,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.75, -0.1, 0.9],
-            "body_scale":[1, 1, 1],
-            "max_convex_hull_num": 1
-        },
-        {
-            "uid":"block_2",
-            "shape": {
-                "shape_type": "Cube",
-                "size": [0.05, 0.05, 0.05]
-            },
-            "attrs" : {
-                "mass": 0.05,
-                "static_friction": 0.5,
-                "dynamic_friction": 0.5,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 1e1,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.75, 0.1, 0.9],
-            "body_scale":[1, 1, 1],
-            "max_convex_hull_num": 1
-        }
-    ]
-}
-
diff --git a/configs/gym/stack_cups/gym_config.json b/configs/gym/stack_cups/gym_config.json
deleted file mode 100644
index 61e5881d..00000000
--- a/configs/gym/stack_cups/gym_config.json
+++ /dev/null
@@ -1,395 +0,0 @@
-{   
-    "id": "StackCups-v1",
-    "max_episodes": 5,
-    "env": {
-        "events": {
-            "random_light": {
-                "func": "randomize_light",
-                "mode": "interval",
-                "interval_step": 10,
-                "params": {
-                    "entity_cfg": {"uid": "light_1"},
-                    "position_range": [[-0.5, -0.5, 2], [0.5, 0.5, 2]],
-                    "color_range": [[0.6, 0.6, 0.6], [1, 1, 1]],
-                    "intensity_range": [50.0, 100.0]
-                }
-            },
-            "init_cup_1_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cup_1"},
-                    "position_range": [[0.66, -0.15, 0.86], [0.74, -0.05, 0.86]],
-                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
-                    "relative_position": false
-                }
-            },
-            "init_cup_2_pose": {
-                "func": "randomize_rigid_object_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cup_2"},
-                    "position_range": [[0.76, -0.15, 0.86], [0.84, -0.05, 0.86]],
-                    "rotation_range": [[0, 0, -0.52], [0, 0, 0.52]],
-                    "relative_position": false
-                }
-            },
-            "prepare_extra_attr": {
-                "func": "prepare_extra_attr",
-                "mode": "reset",
-                "params": {
-                    "attrs": [
-                        {
-                            "name": "object_lengths",
-                            "mode": "callable",
-                            "entity_uids": "all_objects",
-                            "func_name": "compute_object_length",
-                            "func_kwargs": {
-                                "is_svd_frame": true,
-                                "sample_points": 5000
-                            }
-                        },
-                        {
-                            "name": "left_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "left_arm_base",
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "name": "right_arm_base_pose",
-                            "mode": "callable",
-                            "entity_cfg": {
-                                "uid": "CobotMagic"
-                            },
-                            "func_name": "get_link_pose",
-                            "func_kwargs": {
-                                "link_name": "right_arm_base",
-                                "to_matrix": true
-                            }
-                        }
-                    ]
-                }
-            },
-            "register_info_to_env": {
-                "func": "register_info_to_env",
-                "mode": "reset",
-                "params": {
-                    "registry": [
-                        {
-                            "entity_cfg": {
-                                "uid": "cup_1"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "cup_2"
-                            },
-                            "pose_register_params": {
-                                "compute_relative": false,
-                                "compute_pose_object_to_arena": true,
-                                "to_matrix": true
-                            }
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["left_arm"]
-                            },
-                            "attrs": ["left_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "cup_2",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        },
-                        {
-                            "entity_cfg": {
-                                "uid": "CobotMagic",
-                                "control_parts": ["right_arm"]
-                            },
-                            "attrs": ["right_arm_base_pose"],
-                            "pose_register_params": {
-                                "compute_relative": "cup_1",
-                                "compute_pose_object_to_arena": false,
-                                "to_matrix": true
-                            },
-                            "prefix": false
-                        }
-                    ],
-                    "registration": "affordance_datas",
-                    "sim_update": true
-                }
-            },
-            "random_table_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 2,
-                "params": {
-                    "entity_cfg": {"uid": "table"},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_robot_material": {
-                "func": "randomize_visual_material",
-                "mode": "interval",
-                "interval_step": 5,
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "link_names": [".*"]},
-                    "random_texture_prob": 0.5,
-                    "texture_path": "CocoBackground/coco",
-                    "base_color_range": [[0.2, 0.2, 0.2], [1.0, 1.0, 1.0]]
-                }
-            },
-            "random_camera_intrinsics": {
-                "func": "randomize_camera_intrinsics",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "focal_x_range": [-50, 50],
-                    "focal_y_range": [-50, 50]
-                }
-            },
-            "random_robot_init_eef_pose": {
-                "func": "randomize_robot_eef_pose",
-                "mode": "reset",
-                "params": {
-                    "entity_cfg": {"uid": "CobotMagic", "control_parts": ["left_arm", "right_arm"]},
-                    "position_range":  [[-0.01, -0.01, -0.01], [0.01, 0.01, 0]]
-                }
-            },
-            "record_camera": {
-                "func": "record_camera_data",
-                "mode": "interval",
-                "interval_step": 1,
-                "params": {
-                    "name": "cam1",
-                    "resolution": [320, 240],
-                    "eye": [2, 0, 2],
-                    "target": [0.5, 0, 1]
-                }
-            }
-        },
-        "observations": {
-            "norm_robot_eef_joint": {
-                "func": "normalize_robot_joint_data",
-                "mode": "modify",
-                "name": "robot/qpos",
-                "params": {
-                    "joint_ids": [12, 13, 14, 15]
-                }
-            },
-            "cup_1_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "cup_1_pose",
-                "params": {
-                    "entity_cfg": {"uid": "cup_1"}
-                }
-            },
-            "cup_2_pose": {
-                "func": "get_rigid_object_pose",
-                "mode": "add",
-                "name": "cup_2_pose",
-                "params": {
-                    "entity_cfg": {"uid": "cup_2"}
-                }
-            },
-            "cam_high_semantic_mask_l": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["cup_1", "cup_2"]
-                }
-            },
-            "cam_high_semantic_mask_r": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_high/semantic_mask_r",
-                "params": {
-                    "entity_cfg": {"uid": "cam_high"},
-                    "foreground_uids": ["cup_1", "cup_2"],
-                    "is_right": true
-                }
-            },
-            "cam_left_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_left_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_left_wrist"},
-                    "foreground_uids": ["cup_1", "cup_2"]
-                }
-            },
-            "cam_right_semantic_mask": {
-                "func": "compute_semantic_mask",
-                "mode": "add",
-                "name": "sensor/cam_right_wrist/semantic_mask_l",
-                "params": {
-                    "entity_cfg": {"uid": "cam_right_wrist"},
-                    "foreground_uids": ["cup_1", "cup_2"]
-                }
-            }
-        },
-        "dataset": {
-            "robot_meta": {
-                "arm_dofs": 12,
-                "control_freq": 25,
-                "control_parts": ["left_arm", "left_eef", "right_arm", "right_eef"],
-                "min_len_steps": 5
-            }
-        }
-    },
-    "robot": {
-        "uid": "CobotMagic",
-        "robot_type": "CobotMagic",
-        "init_pos": [0.0, 0.0, 0.7775],
-        "init_qpos": [-0.3,0.3,1.0,1.0,-1.2,-1.2,0.0,0.0,0.6,0.6,0.0,0.0,0.05,0.05,0.05,0.05]
-    },
-    "sensor": [
-        {
-            "sensor_type": "StereoCamera",
-            "uid": "cam_high",
-            "width": 960,
-            "height": 540,
-            "enable_mask": true,
-            "enable_depth": true,
-            "left_to_right_pos": [0.059684025824163614, 0, 0],
-            "intrinsics": [453.851402686215, 453.8347628855552, 469.827725021235, 258.6656181845155],
-            "intrinsics_right": [453.4536601653505, 453.3306024582175, 499.13697412367776, 297.7176248477935],
-            "extrinsics": {
-                "eye": [0.35368482807598, 0.014695524383058989, 1.4517046071614774],
-                "target": [0.7186357573287919, -0.054534732904795505, 0.5232553674540066],
-                "up": [0.9306678549330372, -0.0005600064212467153, 0.3658647703553347]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_right_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "right_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        },
-        {
-            "sensor_type": "Camera",
-            "uid": "cam_left_wrist",
-            "width": 640,
-            "height": 480,
-            "enable_mask": true,
-            "intrinsics": [488.1665344238281, 488.1665344238281, 322.7323303222656, 213.17434692382812],
-            "extrinsics": {
-                "parent": "left_link6",
-                "pos": [-0.08, 0.0, 0.04],
-                "quat": [0.15304635, 0.69034543, -0.69034543, -0.15304635]
-            }
-        }
-    ],
-    "light": {
-        "direct": [
-            {
-                "uid": "light_1",
-                "light_type": "point",
-                "color": [1.0, 1.0, 1.0],
-                "intensity": 50.0,
-                "init_pos": [2, 0, 2],
-                "radius": 10.0
-            }
-        ]
-    },
-    "background": [
-        {
-            "uid": "table",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "CircleTableSimple/circle_table_simple.ply"
-            },
-            "attrs" : {
-                "mass": 10.0,
-                "static_friction": 0.95,
-                "dynamic_friction": 0.9,
-                "restitution": 0.01
-            },
-            "body_scale": [1, 1, 1],
-            "body_type": "kinematic",
-            "init_pos": [0.725, 0.0, 0.825],
-            "init_rot": [0, 90, 0]
-        }
-    ],
-    "rigid_object": [
-        {
-            "uid":"cup_1",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "PaperCup/paper_cup.ply"
-            },
-            "attrs" : {
-                "mass": 0.01,
-                "static_friction": 1.0,
-                "dynamic_friction": 1.0,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 2.0,
-                "linear_damping": 2.0,
-                "angular_damping": 2.0,
-                "max_linear_velocity": 5.0,
-                "max_angular_velocity": 10.0,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.70, -0.1, 0.86],
-            "init_rot": [0, 0, 0],
-            "body_scale":[0.75, 0.75, 1.0],
-            "max_convex_hull_num": 8
-        },
-        {
-            "uid":"cup_2",
-            "shape": {
-                "shape_type": "Mesh",
-                "fpath": "PaperCup/paper_cup.ply"
-            },
-            "attrs" : {
-                "mass": 0.01,
-                "static_friction": 1.0,
-                "dynamic_friction": 1.0,
-                "restitution": 0.0,
-                "contact_offset": 0.003,
-                "rest_offset": 0.001,
-                "max_depenetration_velocity": 2.0,
-                "linear_damping": 2.0,
-                "angular_damping": 2.0,
-                "max_linear_velocity": 5.0,
-                "max_angular_velocity": 10.0,
-                "min_position_iters": 32,
-                "min_velocity_iters": 8
-            },
-            "init_pos": [0.80, -0.1, 0.86],
-            "init_rot": [0, 0, 0],
-            "body_scale":[0.75, 0.75, 1.0],
-            "max_convex_hull_num": 8
-        }
-    ]
-}
-
-

From 7b6f0024856e106b3320b809390c01ff4048959b Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Fri, 23 Jan 2026 10:21:58 +0800
Subject: [PATCH 91/92] Enable set_rigid_object_visual_material to process
 VisualMaterialCfg dict

---
 .../blocks_ranking_rgb/cobot_magic_3cam.json  | 30 +++++++++++--------
 .../gym/envs/managers/randomization/visual.py | 30 +++++++++----------
 2 files changed, 32 insertions(+), 28 deletions(-)

diff --git a/configs/gym/blocks_ranking_rgb/cobot_magic_3cam.json b/configs/gym/blocks_ranking_rgb/cobot_magic_3cam.json
index a04d2bf4..93245784 100644
--- a/configs/gym/blocks_ranking_rgb/cobot_magic_3cam.json
+++ b/configs/gym/blocks_ranking_rgb/cobot_magic_3cam.json
@@ -63,10 +63,12 @@
                 "mode": "startup",
                 "params": {
                     "entity_cfg": {"uid": "block_1"},
-                    "base_color": [1.0, 0.0, 0.0, 1.0],
-                    "metallic": 0.0,
-                    "roughness": 0.5,
-                    "uid": "red_block_mat"
+                    "mat_cfg": {
+                        "uid": "red_block_mat",
+                        "base_color": [1.0, 0.0, 0.0, 1.0],
+                        "metallic": 0.0,
+                        "roughness": 0.5
+                    }
                 }
             },
             "set_block_2_color": {
@@ -74,10 +76,12 @@
                 "mode": "startup",
                 "params": {
                     "entity_cfg": {"uid": "block_2"},
-                    "base_color": [0.0, 1.0, 0.0, 1.0],
-                    "metallic": 0.0,
-                    "roughness": 0.5,
-                    "uid": "green_block_mat"
+                    "mat_cfg": {
+                        "uid": "green_block_mat",
+                        "base_color": [0.0, 1.0, 0.0, 1.0],
+                        "metallic": 0.0,
+                        "roughness": 0.5
+                    }
                 }
             },
             "set_block_3_color": {
@@ -85,10 +89,12 @@
                 "mode": "startup",
                 "params": {
                     "entity_cfg": {"uid": "block_3"},
-                    "base_color": [0.0, 0.0, 1.0, 1.0],
-                    "metallic": 0.0,
-                    "roughness": 0.5,
-                    "uid": "blue_block_mat"
+                    "mat_cfg": {
+                        "uid": "blue_block_mat",
+                        "base_color": [0.0, 0.0, 1.0, 1.0],
+                        "metallic": 0.0,
+                        "roughness": 0.5
+                    }
                 }
             }
         },
diff --git a/embodichain/lab/gym/envs/managers/randomization/visual.py b/embodichain/lab/gym/envs/managers/randomization/visual.py
index bb3d69a3..ce537f67 100644
--- a/embodichain/lab/gym/envs/managers/randomization/visual.py
+++ b/embodichain/lab/gym/envs/managers/randomization/visual.py
@@ -19,6 +19,7 @@
 import torch
 import os
 import random
+import copy
 from typing import TYPE_CHECKING, Literal, Union, Dict
 
 from embodichain.lab.sim.objects import Light, RigidObject, Articulation
@@ -56,10 +57,7 @@ def set_rigid_object_visual_material(
     env: EmbodiedEnv,
     env_ids: Union[torch.Tensor, None],
     entity_cfg: SceneEntityCfg,
-    base_color: list[float] | None = None,
-    metallic: float = 0.0,
-    roughness: float = 0.5,
-    uid: str | None = None,
+    mat_cfg: Union[VisualMaterialCfg, Dict],
 ) -> None:
     """Set a rigid object's visual material (deterministic, non-random).
 
@@ -69,10 +67,9 @@ def set_rigid_object_visual_material(
         env: Environment instance.
         env_ids: Target env ids. If None, applies to all envs.
         entity_cfg: Scene entity config (must point to a rigid object).
-        base_color: RGBA list, e.g. [1.0, 0.0, 0.0, 1.0]. If None, keeps default base color.
-        metallic: PBR metallic factor.
-        roughness: PBR roughness factor.
-        uid: Visual material uid. If None, uses "{entity_uid}_mat".
+        mat_cfg: Visual material configuration. Can be a VisualMaterialCfg object or a dict.
+            If a dict is provided, it will be converted to VisualMaterialCfg using from_dict().
+            If uid is not specified in mat_cfg, it will default to "{entity_uid}_mat".
     """
     if entity_cfg.uid not in env.sim.get_rigid_object_uid_list():
         return
@@ -82,14 +79,15 @@ def set_rigid_object_visual_material(
     else:
         env_ids = env_ids.cpu()
 
-    mat_uid = uid or f"{entity_cfg.uid}_mat"
-    cfg = VisualMaterialCfg(
-        uid=mat_uid,
-        base_color=base_color if base_color is not None else [0.5, 0.5, 0.5, 1.0],
-        metallic=metallic,
-        roughness=roughness,
-    )
-    mat = env.sim.create_visual_material(cfg)
+    if isinstance(mat_cfg, dict):
+        mat_cfg = VisualMaterialCfg.from_dict(mat_cfg)
+
+    mat_cfg = copy.deepcopy(mat_cfg)
+    
+    if not mat_cfg.uid or mat_cfg.uid == "default_mat":
+        mat_cfg.uid = f"{entity_cfg.uid}_mat"
+    
+    mat = env.sim.create_visual_material(mat_cfg)
     obj: RigidObject = env.sim.get_rigid_object(entity_cfg.uid)
     obj.set_visual_material(mat, env_ids=env_ids)
 

From b1d4fb35d696566be84a72e860276e37b61e6e07 Mon Sep 17 00:00:00 2001
From: yangchen73 <122090643@link.cuhk.edu.cn>
Date: Fri, 23 Jan 2026 11:42:57 +0800
Subject: [PATCH 92/92] Add expert trajectory for stack_blocks_two

---
 .../envs/tasks/tableware/stack_blocks_two.py  | 181 ++++++++++++++++++
 examples/gym/run_stack_blocks_two.sh          |   5 +
 2 files changed, 186 insertions(+)
 create mode 100644 examples/gym/run_stack_blocks_two.sh

diff --git a/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py b/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
index 065e96a7..5637e105 100644
--- a/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
+++ b/embodichain/lab/gym/envs/tasks/tableware/stack_blocks_two.py
@@ -19,6 +19,8 @@
 
 from embodichain.lab.gym.envs import EmbodiedEnv, EmbodiedEnvCfg
 from embodichain.lab.gym.utils.registration import register_env
+from embodichain.lab.sim.planners.motion_generator import MotionGenerator
+from embodichain.lab.sim.planners.utils import TrajectorySampleMethod
 from embodichain.utils import logger
 
 __all__ = ["StackBlocksTwoEnv"]
@@ -33,6 +35,185 @@ def __init__(self, cfg: EmbodiedEnvCfg = None, **kwargs):
         if action_config is not None:
             self.action_config = action_config
 
+    def create_demo_action_list(self, *args, **kwargs):
+        """
+        Create a demonstration action list for stacking block_2 on top of block_1.
+
+        This expert trajectory:
+        1. Moves to block_2 position
+        2. Grasps block_2
+        3. Lifts block_2
+        4. Moves to block_1 position
+        5. Places block_2 on top of block_1
+        6. Releases and retracts
+
+        Returns:
+            list: A list of demo actions generated by the task.
+        """
+        try:
+            block1 = self.sim.get_rigid_object("block_1")
+            block2 = self.sim.get_rigid_object("block_2")
+        except Exception as e:
+            logger.log_warning(f"Blocks not found: {e}, returning empty action list.")
+            return []
+
+        # Get block positions
+        block1_pose = block1.get_local_pose(to_matrix=True)
+        block2_pose = block2.get_local_pose(to_matrix=True)
+        
+        block1_pos = block1_pose[:, :3, 3]  # (num_envs, 3)
+        block2_pos = block2_pose[:, :3, 3]  # (num_envs, 3)
+
+        right_arm_ids = self.robot.get_joint_ids(name="right_arm")
+        right_eef_ids = self.robot.get_joint_ids(name="right_eef")
+        
+        init_qpos = self.robot.get_qpos()
+        init_right_arm_qpos = init_qpos[:, right_arm_ids]  
+        
+        init_right_arm_xpos = self.robot.compute_fk(
+            qpos=init_right_arm_qpos, name="right_arm", to_matrix=True
+        ) 
+
+        # 1. Approach block_2 
+        approach_block2_xpos = init_right_arm_xpos.clone()
+        approach_block2_xpos[:, :3, 3] = block2_pos + torch.tensor(
+            [0.02, 0.0, 0.1], dtype=torch.float32, device=self.device
+        ).unsqueeze(0)
+
+        # 2. Pick block_2
+        pick_block2_xpos = init_right_arm_xpos.clone()
+        pick_block2_xpos[:, :3, 3] = block2_pos + torch.tensor(
+            [0.02, 0.0, -0.025], dtype=torch.float32, device=self.device
+        ).unsqueeze(0)
+
+        # 3. Lift block_2
+        lift_block2_xpos = pick_block2_xpos.clone()
+        lift_block2_xpos[:, 2, 3] += 0.15
+
+        # 4. Approach block_1 
+        approach_block1_xpos = init_right_arm_xpos.clone()
+        target_place_pos = block1_pos.clone()
+        target_place_pos[:, 2] += 0.05  # block_1 height + block_2 height
+        approach_block1_xpos[:, :3, 3] = target_place_pos + torch.tensor(
+            [0.025, 0.0, 0.05], dtype=torch.float32, device=self.device
+        ).unsqueeze(0)
+
+        # 5. Place block_2 on block_1
+        place_block2_xpos = approach_block1_xpos.clone()
+        place_block2_xpos[:, :3, 3] = target_place_pos + torch.tensor(
+            [0.025, 0.0, 0.02], dtype=torch.float32, device=self.device
+        ).unsqueeze(0)
+
+        # 6. Retract
+        retract_xpos = approach_block1_xpos.clone()
+        
+        retract_xpos[:, 2, 3] += 0.1
+
+        # Compute IK for each waypoint
+        waypoints = [
+            ("approach_block2", approach_block2_xpos),
+            ("pick_block2", pick_block2_xpos),
+            ("lift_block2", lift_block2_xpos),
+            ("approach_block1", approach_block1_xpos),
+            ("place_block2", place_block2_xpos),
+            ("retract", retract_xpos),
+        ]
+
+        qpos_waypoints = []
+        current_qpos = init_right_arm_qpos
+        
+        for waypoint_name, waypoint_xpos in waypoints:
+            is_success, qpos = self.robot.compute_ik(
+                pose=waypoint_xpos, joint_seed=current_qpos, name="right_arm"
+            )
+            
+            # Check IK success
+            success_flag = is_success.all() if isinstance(is_success, torch.Tensor) else is_success
+            if not success_flag:
+                logger.log_warning(f"IK failed for {waypoint_name}")
+                qpos = current_qpos
+            
+            qpos_waypoints.append(qpos)
+            current_qpos = qpos
+
+        # Create motion generator for smooth trajectory
+        motion_gen = MotionGenerator(
+            robot=self.robot,
+            uid="right_arm",
+            planner_type="toppra",
+            default_velocity=0.2,
+            default_acceleration=0.5,
+        )
+
+        action_list = []
+        
+        gripper_open = torch.tensor([0.05, 0.05], dtype=torch.float32, device=self.device)
+        gripper_close = torch.tensor([0.0, 0.0], dtype=torch.float32, device=self.device)
+        
+        # Convert waypoints to numpy for motion generator
+        qpos_waypoints_np = [q[0].cpu().numpy() for q in qpos_waypoints]
+        
+        # Generate trajectory segments
+        segments = [
+            (0, 1, 30, gripper_open),   
+            (1, 1, 10, gripper_close),  
+            (1, 2, 30, gripper_close),   
+            (2, 3, 40, gripper_close),  
+            (3, 4, 30, gripper_close),   
+            (4, 4, 10, gripper_open),   
+            (4, 5, 30, gripper_open),    
+        ]
+        
+        for start_idx, end_idx, num_steps, gripper_state in segments:
+            if start_idx == end_idx:
+                # Hold position (for gripper action)
+                qpos = qpos_waypoints[start_idx]
+                for _ in range(num_steps):
+                    action = init_qpos.clone()
+                    action[:, right_arm_ids] = qpos
+                    action[:, right_eef_ids] = gripper_state.unsqueeze(0).expand(
+                        self.num_envs, -1
+                    )
+                    action_list.append(action)
+            else:
+                # Generate smooth trajectory between waypoints
+                qpos_list = [qpos_waypoints_np[start_idx], qpos_waypoints_np[end_idx]]
+                
+                out_qpos_list, _ = motion_gen.create_discrete_trajectory(
+                    qpos_list=qpos_list,
+                    is_linear=False,
+                    sample_method=TrajectorySampleMethod.QUANTITY,
+                    sample_num=num_steps,
+                    is_use_current_qpos=False,
+                )
+                
+                # Convert to torch and add to action list
+                for qpos_item in out_qpos_list:
+                    qpos = torch.as_tensor(qpos_item, dtype=torch.float32, device=self.device)
+                    
+                    qpos = qpos.flatten()
+                    
+                    if qpos.shape[0] != len(right_arm_ids):
+                        logger.log_warning(
+                            f"Qpos shape mismatch: got {qpos.shape[0]}, expected {len(right_arm_ids)}"
+                        )
+                        continue
+                    
+                    qpos = qpos.unsqueeze(0).expand(self.num_envs, -1)
+                    
+                    action = init_qpos.clone()
+                    action[:, right_arm_ids] = qpos
+                    action[:, right_eef_ids] = gripper_state.unsqueeze(0).expand(
+                        self.num_envs, -1
+                    )
+                    action_list.append(action)
+
+        logger.log_info(
+            f"Generated {len(action_list)} demo actions for stacking blocks"
+        )
+        self.action_length = len(action_list)
+        return action_list
+
     def is_task_success(self, **kwargs) -> torch.Tensor:
         """Determine if the task is successfully completed. This is mainly used in the data generation process
         of the imitation learning.
diff --git a/examples/gym/run_stack_blocks_two.sh b/examples/gym/run_stack_blocks_two.sh
new file mode 100644
index 00000000..a24fc561
--- /dev/null
+++ b/examples/gym/run_stack_blocks_two.sh
@@ -0,0 +1,5 @@
+python -m embodichain.lab.scripts.run_env \
+    --gym_config configs/gym/stack_blocks_two/cobot_magic_3cam.json \
+    --num_envs 1 \
+    --device cpu \
+    --debug_mode